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Tree=0
num_leaves=31
num_cat=0
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split_gain=1213.36 237.613 231.583 154.909 102.892 77.5174 59.3846 51.4282 37.3825 57.9738 38.7525 17.9052 19.7334 12.6108 11.9887 9.01621 7.01636 8.94392 5.79515 5.64636 3.85881 10.0545 3.8569 5.26944 3.65689 2.8199 2.35522 1.9717 2.19899 1.81938
threshold=0.104035 -0.40306999999999998 1.0000000180025095e-35 0.10372500000000003 0.26391000000000003 -0.029094999999999999 0.09253500000000002 0.27834500000000006 0.079890000000000017 -0.15121499999999996 0.097915000000000016 0.12879500000000002 0.10965000000000001 -0.069144999999999984 -0.0064299999999999991 0.088975000000000012 -0.081604999999999997 0.080930000000000016 -0.23714499999999997 0.11453000000000001 -0.11255999999999998 0.073690000000000019 0.080205000000000012 0.032230000000000009 0.096795000000000006 -0.085319999999999993 -0.045649999999999989 -0.086869999999999989 0.078345000000000012 0.089625000000000024
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left_child=2 -2 7 4 11 -5 -4 8 9 -1 16 12 18 19 15 -11 17 29 -3 -7 21 24 -16 26 -18 -8 -24 -20 -29 -10
right_child=1 3 6 5 -6 13 25 -9 10 14 -12 -13 -14 -15 22 -17 20 -19 27 -21 -22 -23 23 -25 -26 -27 -28 28 -30 -31
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leaf_count=29 80 20 34 37 33 22 39 23 40 25 21 24 20 47 36 26 129 23 20 21 1754 21 20 21 21 22 126 347 20 20
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internal_weight=0 113.94 400.687 100.749 79.8075 20.9412 15.6647 385.022 381.229 46.6643 334.565 74.3661 70.4087 14.8402 41.8825 8.40947 331.102 13.686 67.1109 7.09034 317.416 28.1965 33.473 27.5369 24.7337 10.0584 24.0742 63.8131 60.5152 9.8935
internal_count=3121 691 2430 611 484 127 95 2335 2312 283 2029 451 427 90 254 51 2008 83 407 43 1925 171 203 167 150 61 146 387 367 60
is_linear=0
shrinkage=0.0302493


Tree=1
num_leaves=31
num_cat=0
split_feature=1 52 159 123 47 3 1 3 15 11 1 51 12 1 51 52 4 13 15 40 160 49 48 48 3 2 13 12 4 1
split_gain=882.044 185.35 113.003 100.208 44.1944 42.9835 40.073 34.8129 32.6075 33.0417 24.1687 18.6982 18.0695 17.6598 17.488 12.861 12.493 12.0759 7.72733 15.5148 7.17181 5.13735 8.55073 4.89311 3.4335 6.19031 3.23139 2.36633 4.7839 2.19318
threshold=0.10124500000000002 -0.40306999999999998 -1.0000000180025095e-35 1.0000000180025095e-35 0.10019500000000002 -0.12018999999999998 0.12408500000000001 0.090900000000000009 0.024640000000000006 0.081790000000000015 0.077845000000000011 -0.09193999999999998 0.051320000000000005 0.083135000000000014 0.035765000000000012 0.13389000000000004 -0.14098499999999997 -0.074519999999999989 0.035560000000000008 -1.0000000180025095e-35 0.066685000000000008 -0.081604999999999997 0.088825000000000015 0.10358500000000001 -1.0000000180025095e-35 0.082275000000000015 -0.08971999999999998 0.085885000000000017 0.40945500000000007 0.13820500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 12 5 15 8 17 21 9 13 -5 -9 -3 16 -13 18 -1 -6 23 -20 -16 22 -7 27 -23 -26 -12 -4 -29 -8
right_child=1 2 4 10 6 7 29 11 -10 -11 26 14 -14 -15 20 -17 -18 -19 19 -21 -22 24 -24 -25 25 -27 -28 28 -30 -31
leaf_value=0.0063863676534051915 -0.0033506916313051547 0.0032637436640186065 0.010139503896661857 5.7045259909146649e-06 0.0048103294645562176 -0.0029337420657523307 0.0076738673057016593 -0.0037601501704457902 -0.0030869603318056122 -0.0032061170012552347 0.010192739858878433 0.0062786623875255012 -0.0034069020632084631 0.010616351188534901 -0.003768815734979713 0.0039925313912671321 -0.00078211703393787804 -0.0021042947830017863 0.010500678823166642 0.0027341803059827596 0.0024608550051530235 -0.0035701335479251702 0.0026058139200867158 0.0069503675935802152 0.0015086625902731327 -0.0033500403312055329 0.0065443500009064346 0.0059370799692108804 0.009940326655632388 0.010895605540972171
leaf_weight=4.9542559683322889 16.354110777378082 6.6703501194715491 65.83084811270237 4.7091815471649161 3.4241291284561166 10.861582562327383 3.8348694741725913 5.7014367729425457 13.464850336313246 5.4109255671501151 4.6019777506589881 6.49555955827236 8.1926805973052961 4.3159654289484015 3.3444038331508636 4.1115341037511817 3.9612968862056768 6.8853164017200479 4.9337369203567505 4.4111233502626401 3.348509281873703 277.40007168054581 3.2863059341907492 5.4077337831258765 3.4122493118047696 7.8050373792648315 4.207965448498725 3.8814387470483771 8.9007314294576627 3.8178000450134277
leaf_count=28 106 38 318 28 19 68 20 36 85 34 23 37 51 23 21 22 24 41 25 23 20 1809 20 27 21 50 21 20 43 20
internal_value=0 0.00619783 0.00739625 -0.00253145 0.00840174 -0.00283871 0.00406455 -0.00317009 0.00048113 0.00305825 0.00550864 0.000793065 -0.000413196 0.00562001 0.00276144 0.00920095 0.00320132 0.000192295 0.00943031 0.0068346 -0.00065207 -0.00341735 -0.001647 0.00971901 -0.00350414 -0.00187204 0.00845013 0.00990946 0.0087247 0.00928114
internal_weight=0 146.656 130.302 367.282 115.439 353.762 17.9621 321.655 32.1073 18.6424 13.5191 18.8899 14.863 13.2315 13.1885 97.4771 8.91555 10.3094 93.3656 9.34486 6.69291 302.765 14.1479 84.0208 288.617 11.2173 8.80994 78.613 12.7822 7.65267
internal_count=3121 773 667 2348 578 2276 100 2082 194 109 72 114 89 75 78 478 52 60 456 48 41 1968 88 408 1880 71 44 381 63 40
is_linear=0
shrinkage=0.00300904


Tree=2
num_leaves=31
num_cat=0
split_feature=1 52 12 159 43 3 47 1 1 3 50 12 0 15 1 1 3 13 3 0 11 4 52 52 49 11 448 133 16 2
split_gain=688.391 146.117 79.5392 78.5163 32.5589 28.97 27.2444 26.9564 20.6319 17.7123 16.9911 19.6868 13.1088 11.1245 14.798 10.6334 14.58 10.4469 9.01386 8.95119 10.369 8.5908 8.28874 6.39741 4.32099 3.65666 2.37402 2.03433 4.29292 1.88628
threshold=0.099195000000000019 -0.26636999999999994 0.079890000000000017 -1.0000000180025095e-35 -0.073404999999999984 0.097915000000000016 0.10019500000000002 0.12408500000000001 1.0000000180025095e-35 -0.15121499999999996 0.11534500000000002 0.091475000000000015 -0.053834999999999994 0.050935000000000008 0.13021500000000003 0.088975000000000012 0.090900000000000009 -0.076384999999999995 -0.10023499999999998 -0.060129999999999996 1.0000000180025095e-35 0.053180000000000012 0.13389000000000004 -0.43320999999999993 -0.14811499999999997 0.087830000000000005 -0.070544999999999983 -1.0000000180025095e-35 -0.095564999999999983 0.092875000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 23 4 10 8 18 13 17 12 -6 11 -3 -1 22 -15 27 -17 -8 19 21 -21 -4 25 -2 -20 26 -5 -11 -29 -10
right_child=1 3 5 6 9 -7 7 -9 29 15 -12 -13 -14 14 -16 16 -18 -19 24 20 -22 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=-0.0041271278531506434 -0.0040690515639028573 0.0079132570331185842 -0.0037922706046237603 0.0066060305645582896 0.0063936989760433665 0.0054831058671691224 0.0048618333255122399 0.0083019976630151985 0.010020413944673155 -0.0041411180924759879 -0.0038093393807878359 -0.0030473780891139488 0.0051732441000033238 0.00042525745908842468 0.0090669578848166059 -0.0030026602401530961 0.0043808613883229491 -0.0022518941920784941 -1.0428913992612024e-05 0.0037519893850787396 -0.0033134384393186528 0.0022661102587899604 0.0039433917770678503 0.00075453126366289904 -0.003912146839041274 0.0063653142571881843 0.0090124395935820244 0.0010214230872060935 -0.003028618869387129 0.0069003907501443071
leaf_weight=3.3274943530559531 15.462278231978418 4.2928324341773978 22.420711025595669 4.8716648519039145 3.5795129984617224 3.9750947654247275 3.5319426357746124 8.3128665834665281 4.2563922852277738 7.7647538632154456 8.0196270495653135 3.2298557162284851 3.494879737496376 4.6128811538219434 4.3121379315853119 5.3891660124063474 6.8078931868076324 6.7773325145244616 3.2349753230810157 5.4595821350812894 4.0836225003004074 2.9827288538217536 4.2930664718151084 3.8656971603631964 242.75313581526279 6.9820301383733741 86.180882722139359 3.8808760195970526 12.188775137066846 4.466310515999794
leaf_count=22 107 23 153 22 17 20 18 38 20 51 50 22 20 24 20 33 38 42 21 34 27 17 22 23 1706 31 374 25 81 20
internal_value=0 0.00555899 -0.00279357 0.00671046 0.00089274 -0.0035072 0.00756296 0.00380855 0.00500589 -0.000721441 -0.000413181 0.00320732 0.000637149 0.00819139 0.00460051 -0.00142829 0.00111852 0.000185258 -0.00363441 -0.00204062 0.00072863 -0.00308093 0.00850459 -0.00310431 -0.00386084 0.00870433 0.00888369 -0.00273159 -0.00205052 0.00842286
internal_weight=0 164.745 340.066 145.417 55.1561 284.91 129.875 18.6221 15.5451 39.611 15.5423 7.52269 6.82237 111.253 8.92502 36.0315 12.1971 10.3093 280.935 34.9466 9.5432 25.4034 102.328 19.328 245.988 98.0346 91.0525 23.8344 16.0697 8.7227
internal_count=3121 816 2305 686 327 1978 591 98 82 245 95 45 42 493 44 228 71 60 1958 231 61 170 449 130 1727 427 396 157 106 40
is_linear=0
shrinkage=0.00335371


Tree=3
num_leaves=31
num_cat=0
split_feature=1 52 12 159 151 43 3 51 128 1 47 3 3 0 1 0 3 3 150 12 48 4 0 11 2 0 49 51 133 16
split_gain=556.556 111.526 71.2288 55.6617 25.1422 25.0832 24.5762 21.2036 16.0627 14.7284 14.2442 15.1544 13.7593 10.4537 9.11512 11.7286 10.2683 8.84601 8.64875 8.24693 11.5245 10.8278 6.04439 5.41205 4.27803 8.65781 4.12546 2.2071 1.96705 3.77398
threshold=0.099195000000000019 -0.40967499999999996 0.079890000000000017 -1.0000000180025095e-35 -0.5145249999999999 -0.073404999999999984 0.097915000000000016 -0.25354999999999994 0.086435000000000012 1.0000000180025095e-35 0.086785000000000015 -0.023499999999999997 -0.15121499999999996 -0.053834999999999994 0.088975000000000012 -0.10011499999999998 0.092670000000000016 -0.10023499999999998 0.084680000000000019 -0.029094999999999999 0.11951500000000001 -0.04890499999999999 -0.060129999999999996 1.0000000180025095e-35 0.090310000000000015 -0.062294999999999996 -0.14811499999999997 -0.090529999999999985 -1.0000000180025095e-35 -0.095564999999999983
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 5 10 -5 9 17 -6 19 13 11 -3 -7 -1 28 16 -16 18 22 -9 21 -21 27 -24 25 -23 -19 -4 -14 -30
right_child=1 3 6 4 7 12 -8 8 -10 -11 -12 -13 14 -15 15 -17 -18 26 -20 20 -22 24 23 -25 -26 -27 -28 -29 29 -31
leaf_value=-0.0026409058313386145 -0.0024701449578558047 -0.0014664001572262642 -0.00043725733101565589 -0.0018249364603474824 -0.00066472854718284304 0.0035099691125535589 0.0030046262129219074 0.0051524217407483497 0.00032067293795267379 0.0045939257576534309 -0.0024315240493975746 0.0046535236142708639 -0.0026489308310441982 0.0028081313747549668 -0.00060051123456655224 -0.0027599636104873016 0.0041410847565492449 -6.1401505221956993e-06 0.0023598251356260935 0.0016143283610636065 0.0016014551694531344 0.0014447396252217335 0.0013421058701654212 -0.0020844147168913828 0.0050678151140934793 0.0052704135151809264 -0.0025011834564173489 -0.0025087544206654809 0.00058961922215666426 -0.0018945740426258302
leaf_weight=3.073975771665574 15.428889751434324 3.6406852453947067 2.8519531190395382 3.3084977716207495 4.0249838680028907 3.8231927156448355 4.2531665861606589 63.017836317420006 4.3905492871999732 9.371089503169058 7.4506976455450058 4.1839443147182447 7.1755465865135184 3.7730158865451831 4.0304999649524671 3.4955769479274741 4.8314723968505859 3.2343569993972769 2.9020494520664206 6.0422083288431088 8.1639349609613401 5.1835794746875763 5.2606803923845309 3.8340963423252106 39.013013407588005 6.3115047812461906 224.44315603375435 18.704713508486748 3.9533025771379462 11.505204483866693
leaf_count=22 115 25 19 17 25 17 20 260 23 40 50 20 51 20 25 22 24 21 17 28 39 26 31 27 162 26 1706 137 25 81
internal_value=0 0.00315341 -0.00175485 0.00371415 0.00414956 0.000516271 -0.00222563 0.00429474 0.00444583 0.00280718 -0.000260889 0.00180601 -0.000440946 0.000361771 -0.000872625 0.000642483 0.00198457 -0.00231079 -0.00125935 0.00458762 0.00403763 0.00438933 -0.00160201 -0.000102417 0.0047213 0.00354527 -0.00246574 -0.00223469 -0.00169983 -0.00125928
internal_weight=0 170.16 320.517 154.731 139.456 55.0329 265.484 136.148 132.123 16.2181 15.2753 7.82463 38.8148 6.84699 34.9916 12.3575 8.86197 261.231 33.5535 127.732 64.7142 56.5503 30.6514 9.09478 50.5081 11.4951 227.678 21.5567 22.6341 15.4585
internal_count=3121 816 2305 701 606 327 1978 589 564 82 95 45 245 42 228 71 49 1958 231 541 281 242 214 58 214 52 1727 156 157 106
is_linear=0
shrinkage=0.00219346


Tree=4
num_leaves=31
num_cat=0
split_feature=1 52 12 159 3 43 151 51 50 12 13 128 147 4 39 48 15 16 133 43 0 52 0 0 52 15 48 2 4 52
split_gain=459.284 88.1257 63.8362 42.6642 21.1545 19.8642 19.4548 16.2397 13.1268 16.374 12.6005 12.3821 11.7372 8.74677 6.75552 14.7319 9.25253 6.40794 5.97647 11.0354 10.2781 7.12449 5.9101 5.40212 5.07998 4.37732 3.50981 3.35758 4.01123 7.08533
threshold=0.099195000000000019 -0.40967499999999996 0.079890000000000017 -1.0000000180025095e-35 0.097915000000000016 -0.073404999999999984 -0.5145249999999999 -0.25354999999999994 0.11534500000000002 0.051320000000000005 0.23074000000000003 0.086435000000000012 0.08598500000000002 -0.15764999999999998 0.0046100000000000004 0.13504500000000005 0.035560000000000008 -0.50992999999999988 -1.0000000180025095e-35 0.022390000000000004 -0.10011499999999998 0.10898500000000001 0.11070500000000001 -0.070154999999999981 -0.066844999999999988 0.14654000000000003 0.086260000000000017 0.11448000000000001 0.27834500000000006 -0.0092699999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 5 8 13 10 -5 -8 9 -3 23 14 18 22 15 16 27 -15 -7 20 21 24 -4 -1 26 -19 -20 28 29 -9
right_child=1 3 4 6 -6 12 7 11 -10 -11 -12 -13 -14 17 -16 -17 -18 25 19 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0028072441582274437 -0.0029674225577467732 0.0060057633940656333 0.0015524884442136978 -0.0020962493081987206 0.003159571204459592 -0.0029897752590427218 -0.00074874412124429767 0.0048775674591712221 -0.0029354029036059819 -0.0018350638867724609 -0.0010601981817686585 0.00035254440540735525 0.0043993605325678281 0.0004132186303040084 0.0056410481607413699 0.00023638134842583942 0.0013447185503055433 -0.0029827112039195361 0.0017199147761264822 0.0046867060885140456 -0.0032585604480906884 -0.0032859376008192828 -0.0023656484065122693 0.0063861550821090489 0.0036527926847918645 0.00024733523741871815 -0.0019899158025766424 0.005625570075608822 0.0052178947830695821 0.00070053434020239387
leaf_weight=6.9579020738601693 14.268476985394953 3.9134813696145994 5.5102349296212179 3.192660227417945 4.4621241539716712 8.1335495114326459 3.9569522440433493 7.3569928258657455 7.1743272989988327 3.8323507830500603 4.1116252467036238 4.4167355149984351 3.238847851753234 4.2232650294899932 56.912584036588669 5.6879667192697516 5.3394845426082602 224.09027243405581 4.00209917128086 2.8277602642774573 8.8002098351717013 3.0116193965077391 5.6875925064086914 5.4818030297756204 4.4069729000329998 3.0922354310750952 3.4540989398956299 33.497831791639328 17.223053276538849 4.9309858083724993
leaf_count=33 115 17 38 17 20 59 25 30 50 28 25 23 17 30 230 27 25 1827 24 15 64 21 40 24 25 23 20 135 70 24
internal_value=0 0.00344893 -0.00207563 0.00403045 -0.00265795 0.000567756 0.0044846 0.00463541 -0.000307551 0.00212641 0.00303184 0.00479279 -0.000509043 -0.00276495 0.00494256 0.00440562 0.00475258 -0.00287757 -0.000968029 -0.000347566 -0.000948864 0.000417597 -0.000437609 0.00438436 0.00135779 -0.00293875 1.32822e-06 0.00504137 0.00437825 0.00320139
internal_weight=0 171.704 301.492 157.435 247.066 54.4265 142.515 139.323 14.9202 7.74583 16.5513 135.366 37.8752 242.604 130.949 74.0363 68.3483 231.406 34.6363 26.5028 23.675 14.8748 11.1978 12.4397 11.8632 227.183 7.4562 63.0089 29.511 12.288
internal_count=3121 816 2305 701 1978 327 606 589 95 45 82 564 245 1958 541 311 284 1880 228 169 154 90 78 57 69 1850 44 259 124 54
is_linear=0
shrinkage=0.00269628


Tree=5
num_leaves=31
num_cat=0
split_feature=1 52 12 47 50 12 3 51 15 474 376 3 150 15 1 1 3 42 3 15 48 49 0 12 51 48 1 12 4 1186
split_gain=384.151 71.456 57.3135 35.0158 23.0007 22.64 18.3788 17.9282 13.9202 12.5415 13.0066 12.8674 10.1996 9.97235 19.078 9.04267 8.99053 8.47478 12.227 6.43742 5.60491 5.31357 5.17304 3.43021 5.60821 3.42862 2.1368 1.91969 5.29383 1.64487
threshold=0.099195000000000019 -0.40967499999999996 0.079890000000000017 0.086785000000000015 0.11843500000000001 -1.0000000180025095e-35 0.097915000000000016 -0.096089999999999981 0.082685000000000022 0.084660000000000027 0.049360000000000008 -0.14989499999999997 0.09487000000000001 0.085935000000000025 0.11634000000000001 0.13707500000000003 -0.10023499999999998 -1.0000000180025095e-35 -0.14847999999999997 -0.14712999999999996 0.11280000000000003 -0.14917999999999998 -0.060129999999999996 -1.0000000180025095e-35 0.087505000000000013 0.10911000000000001 0.086920000000000011 0.085885000000000017 0.27834500000000006 0.085175000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 7 4 13 20 16 -1 9 10 11 -9 23 25 -15 19 17 -4 -19 -7 -5 -18 -20 -13 26 27 -25 -3 -29 -23
right_child=1 3 6 5 -6 15 -8 8 -10 -11 -12 12 -14 14 -16 -17 21 18 22 -21 -22 29 -24 24 -26 -27 -28 28 -30 -31
leaf_value=-0.0034676163593878777 -0.0031379598823686491 0.0053832859691760665 -0.0033922885148978295 0.0017917039737376183 -0.0019948034500846812 0.0015930109494722055 0.0029628877415051268 0.0043806047666941506 -0.0037377101679947167 0.0057329380040072432 0.0047460369282753294 -0.002802340604124065 0.0033135606483604947 -0.0031321815896827193 0.0050981003200385759 0.0036752565750977633 0.0011115353935160978 -0.0025418765861405677 -1.8288557684774125e-05 -0.002744886742128038 0.0058376580418662291 -0.0032368425311952668 0.0043217490720582679 0.0029638990506501107 -0.0035283227678887517 0.00267970027624263 -0.00039403836525408689 0.0019720050534803566 0.0054194978270228926 -0.0014959714736901017
leaf_weight=8.0352656319737417 13.178593553602694 88.899851843714714 11.69277247041464 4.7537842988967913 4.3195580616593352 3.819423176348212 4.6184387803077689 5.2827958166599265 4.3041262477636328 5.8200350105762473 6.8034218326210967 9.6061550155282109 4.4733598828315726 3.7537190616130811 6.5854520946741104 3.1807179898023596 2.4644183516502371 9.6241636723279971 4.6893588155508041 12.118192255496977 7.4802328050136566 187.44352415949106 4.6365571171045286 3.0929370373487455 3.1455985680222511 4.749823421239852 3.3523537367582321 5.5360064357519176 11.928142651915548 4.7235274761915198
leaf_count=63 115 361 98 22 26 20 20 22 28 27 32 70 22 22 28 16 16 75 32 82 30 1669 26 20 23 20 20 26 48 42
internal_value=0 0.0033787 -0.00215655 0.00392527 0.00461199 0.00117043 -0.00279063 0.000547087 0.0012502 0.00176656 0.00112096 0.000269137 -0.000648466 0.00484697 0.00211003 -0.000810151 -0.00290858 -0.00144165 -0.000238055 -0.00170532 0.00426552 -0.00313953 0.00213944 -0.00157171 -0.000339123 0.00510164 0.00121735 0.0052098 0.00432667 -0.00319405
internal_weight=0 170.303 283.809 157.125 125.773 31.3524 229.893 53.916 45.8808 41.5767 35.7566 28.9532 23.6704 121.453 10.3392 19.1183 225.274 30.6429 18.9501 15.9376 12.234 194.631 9.32592 19.197 9.59089 111.114 6.44529 106.364 17.4641 192.167
internal_count=3121 816 2305 701 531 170 1978 327 264 236 209 177 155 505 50 118 1958 231 133 102 52 1727 58 133 63 455 40 435 74 1711
is_linear=0
shrinkage=0.0029136


Tree=6
num_leaves=31
num_cat=0
split_feature=1 52 12 159 3 43 47 13 447 50 12 1 3 150 52 0 15 40 1 0 133 51 52 2 11 49 2 4 475 11
split_gain=409.538 75.8434 59.7895 37.3335 19.5687 18.0401 16.0787 16.8078 15.9766 12.5884 13.2373 12.5022 9.00438 8.30395 8.22911 7.45299 6.8338 10.4794 6.165 5.59916 5.42902 7.69661 7.42211 8.60166 5.2164 5.10749 3.04516 3.17704 2.62255 2.59083
threshold=0.099195000000000019 -0.40967499999999996 0.079890000000000017 -1.0000000180025095e-35 0.097915000000000016 -0.073404999999999984 0.10019500000000002 -0.076384999999999995 0.084700000000000011 0.11534500000000002 0.051320000000000005 1.0000000180025095e-35 -0.10023499999999998 0.086730000000000015 0.12603000000000003 -0.030209999999999997 0.035560000000000008 -1.0000000180025095e-35 0.122715 -0.060129999999999996 -1.0000000180025095e-35 -0.096089999999999981 0.10898500000000001 0.090545000000000014 1.0000000180025095e-35 -0.14917999999999998 0.08647500000000001 -0.0016099999999999997 -0.080769999999999995 0.087830000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 5 9 12 11 14 -8 20 10 -3 15 13 19 16 -1 29 -18 -9 28 -7 -22 23 26 -21 -14 27 -23 -4 -5
right_child=1 3 4 6 -6 8 7 18 -10 -11 -12 -13 25 -15 -16 -17 17 -19 -20 24 21 22 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0028022831284988696 -0.003174463673773489 0.0059747569197511462 2.6504594146435724e-05 0.0055790094194686814 0.0032321559482040955 -0.003205567622753298 0.0048272821553149766 -0.0023332110591671447 0.0065810387740960702 -0.0031727775106922822 -0.0018217950194478214 0.0053389661160283637 0.00098601123239075049 0.0033805236316998672 0.0014304712047936527 0.0032591756796870159 0.00584889301286666 0.00043059882782673118 0.0024207367491573795 0.0019092661813134035 -0.003435553404323788 0.0027690492274838256 -0.0035614926754723311 0.0035961117911656772 -0.0027070845080315298 -0.0032333199273606545 -0.0028964581309304091 -0.0012792912235604381 -0.0032538849984731374 0.0037791181678965349
leaf_weight=3.5791952982544908 13.211316123604773 4.0207308828830701 2.4210517406463721 96.712748050689697 4.5388357788324347 7.8273742869496337 10.491492986679079 6.1699910908937436 2.5591026842594138 6.9780168905854225 3.5668216422200203 9.6736026257276517 2.5225817859172812 2.792557254433631 5.2418562471866599 3.4651287645101565 6.1868909895420074 6.205670014023779 3.8418829292058945 5.1451092809438688 5.746297366917136 3.0672527700662657 3.4125892445445052 7.4203618243336669 3.6188144981861115 193.1204744130373 3.3134110867977142 3.7268105745315561 16.74683190882206 7.4779038429260245
leaf_count=25 115 17 17 391 20 59 45 39 11 50 28 40 16 16 24 17 25 31 20 31 48 18 25 39 27 1711 20 25 140 31
internal_value=0 0.00360467 -0.00217299 0.00417551 -0.00282463 0.000624235 0.00463525 0.00222157 -0.000521462 -0.000316831 0.00230969 0.0031649 -0.00294607 -0.00146336 0.00504148 0.000179371 0.00520384 0.00313564 -0.000508966 -0.00194764 -0.00104809 -0.000415286 0.00041351 0.00118743 3.07471e-06 -0.00317892 -0.000580903 0.000548375 -0.00283955 0.00544983
internal_weight=0 170.105 284.697 156.894 230.906 53.7911 142.328 20.5034 37.0732 14.5656 7.58755 16.7179 226.367 30.7244 121.825 7.04432 116.583 12.3926 10.0119 27.9318 34.5141 26.6867 20.9404 17.5278 8.76392 195.643 10.1075 6.79406 19.1679 104.191
internal_count=3121 816 2305 701 1978 327 606 104 245 95 45 82 1958 231 502 42 478 56 59 215 234 175 127 102 58 1727 63 43 157 422
is_linear=0
shrinkage=0.00294608


Tree=7
num_leaves=31
num_cat=0
split_feature=1 52 12 52 51 4 51 133 14 474 376 3 47 13 150 11 13 15 1 0 1 50 0 0 15 48 1 0 1 3
split_gain=334.015 60.3911 52.5698 29.6286 24.1576 17.4194 15.2112 14.8093 12.579 12.9847 11.961 11.9816 10.256 14.3601 10.0009 8.07678 7.13244 6.06261 8.64327 5.73897 4.80866 4.75738 4.13178 3.74055 3.53142 3.24636 2.38396 1.94921 3.95854 1.22947
threshold=0.099195000000000019 -0.40967499999999996 0.079890000000000017 0.26391000000000003 -0.41109999999999997 -0.15764999999999998 -0.096089999999999981 -0.37971999999999995 0.062655000000000016 0.082665000000000002 0.049360000000000008 -0.10023499999999998 0.10280000000000002 -0.074044999999999986 0.09487000000000001 1.0000000180025095e-35 -0.15078499999999997 0.050935000000000008 0.13021500000000003 0.14486500000000005 0.12337000000000002 0.10987000000000001 -0.14649999999999996 -0.13027499999999997 0.14654000000000003 0.11270000000000001 0.092390000000000014 -0.13027499999999997 0.080270000000000022 -0.0069549999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 6 4 -3 15 -1 -6 9 10 11 -8 17 29 22 19 23 25 -19 -4 -15 -5 -13 -7 27 -9 -24 28 -18 -14
right_child=1 3 5 21 7 16 8 12 -10 -11 -12 14 13 20 -16 -17 24 18 -20 -21 -22 -23 26 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0032382825260829952 -0.0029351504172978669 -0.0035803757484485052 0.0049709348132874146 0.00057989012412737516 -0.0017966587464752974 -0.0018314061355282636 0.0034924849889720823 0.0047144381838850934 -0.0035951545664631721 0.0053563122830763846 0.0042161288316167334 0.00047737640360587702 0.0034077863066398905 -0.0023225497474836875 0.002833774787409329 -0.002236233181990442 -0.0032168584145904058 -0.00029452331970691999 0.0049368906930645235 0.00024712177909505474 0.0018287430287651754 -0.0032763512486445137 -0.0032690990400601793 0.0024256171945055407 -7.406629762099296e-05 0.0023737574069584624 -0.00057826915204985878 -0.0029940437642083065 0.0014696357721977005 0.0053973544025351884
leaf_weight=7.2596480324864379 12.174349330365656 3.3367549553513518 3.3825494647026044 5.6015705913305265 3.3397186100482932 3.5614847987890244 6.3877114057540885 105.62229065597057 4.0318470150232306 5.9450085014104834 6.8657147958874694 4.6834209039807346 4.31063112616539 4.6672715917229635 4.5970095247030249 5.2057490423321715 3.520364671945571 4.8755681663751584 4.8982818424701691 4.8326657712459564 4.016813650727272 4.4347259402275085 9.7250488325953537 2.8950381204485884 3.3754781186580649 4.7923273742198935 3.4514083191752425 185.04397638887167 2.3091050758957863 5.4302476495504397
leaf_count=63 115 23 17 33 18 29 28 434 26 26 32 30 20 30 22 41 31 24 20 31 21 36 80 14 25 20 20 1772 18 22
internal_value=0 0.00303052 -0.00197988 0.00349811 0.0038174 -0.00259353 0.00050182 0.00399129 0.00109612 0.00155019 0.000916553 0.000131173 0.00413074 0.00219835 -0.000824929 0.000474438 -0.00279868 0.00442698 0.00232726 0.00219211 -0.000402374 -0.00112406 -0.00176665 7.73991e-05 -0.00289428 0.00461285 -0.00256427 -0.00294415 -0.0013605 0.00451691
internal_weight=0 167.501 267.073 155.326 145.29 214.126 52.9468 141.953 45.6872 41.6553 35.7103 28.8446 138.613 18.425 22.4569 13.421 200.705 120.188 9.77385 8.21522 8.68409 10.0363 17.8599 6.45652 194.249 110.415 13.1765 190.873 5.82947 9.74088
internal_count=3121 816 2305 701 632 1978 327 609 264 238 212 180 591 93 152 89 1889 498 44 48 51 69 130 43 1846 454 100 1821 49 42
is_linear=0
shrinkage=0.00278152


Tree=8
num_leaves=31
num_cat=0
split_feature=1 52 12 484 160 4 51 133 14 40 474 43 3 43 151 4 13 13 160 40 0 15 1 47 12 0 16 4 49 43
split_gain=283.372 50.4281 47.0959 25.6817 19.7469 16.0756 13.1211 11.2164 10.6487 10.5161 10.0797 9.78471 8.42774 8.15914 7.26379 6.97384 6.7188 6.70351 6.14927 5.86821 5.82675 4.55362 8.6551 5.12982 6.63544 4.40554 3.96259 5.03027 3.59247 3.25504
threshold=0.099195000000000019 -0.43320999999999993 0.079890000000000017 -1.0000000180025095e-35 -0.40698999999999991 -0.15764999999999998 -0.096089999999999981 -0.37971999999999995 0.062655000000000016 -0.0087249999999999984 0.082665000000000002 -0.079109999999999986 -0.10023499999999998 -0.25681499999999996 -0.40381499999999992 -0.49405499999999997 -0.0090849999999999976 -0.15078499999999997 0.081905000000000019 -0.079639999999999975 -0.23051499999999997 0.050935000000000008 0.122185 0.087885000000000019 0.092465000000000006 -0.11756999999999999 -0.056919999999999991 0.065520000000000009 -0.14811499999999997 -0.010344999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 6 9 -5 15 -1 -6 10 -3 11 19 -13 -9 -15 -4 -17 25 -11 -8 -14 23 -23 -16 29 -7 27 -22 -19 -25
right_child=1 3 5 4 7 17 8 13 -10 18 -12 12 20 14 21 16 -18 28 -20 -21 26 22 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=-0.0032252174747671677 -0.003159069904891927 0.0038829978544691005 -0.0020138681983382168 -0.002836942215278423 -0.0015676448888460748 -0.0019526890474856238 0.0045636655069507086 -0.00021947341712635676 -0.0035445013074771547 -0.0032371633811242792 0.0047576777611704705 0.0035613035285555809 0.0020089924178741622 0.00016671230960222492 0.0045419205157743335 0.0042974773213647517 -0.00096845731654411702 0.00010335880763524378 0.0017691505290967525 0.00048113783963563969 0.0010715193513386031 -0.00055530793885450488 0.0047106587710345586 0.0055720764272536548 -0.00012308863310012849 0.0027729476846562995 -0.0033447600213929191 -0.0034026337345560865 -0.0029204441496817478 0.0027886930493335811
leaf_weight=6.6644859239459029 10.408061340451239 3.2734676599502555 5.4728433862328529 3.6761867180466643 3.045184798538684 3.6510073319077492 7.0387180894613266 3.7116744071245185 3.7371079549193373 7.3972199112176877 6.0828456729650489 3.9290814548730841 4.1579677760601035 3.7760832458734503 96.996127933263779 4.6299655511975288 3.2716680914163572 3.1645387038588515 2.631911538541317 4.6103484258055669 5.7095597311854345 4.5536637902259809 5.3954673856496811 5.4033046066761026 4.3303602635860434 2.7265068069100371 6.8294418081641259 3.0504158958792686 176.11116452515125 8.6397374421358109
leaf_count=63 107 14 40 26 16 30 30 19 26 53 26 17 22 19 408 25 24 22 17 27 36 24 22 23 29 13 55 25 1824 39
internal_value=0 0.00283179 -0.00192984 0.00323978 0.00359582 -0.00255169 0.000459019 0.00376989 0.0010029 -0.000494557 0.0014133 0.000837416 -0.000200976 0.00389228 0.0040105 0.000426717 0.00211712 -0.00276626 -0.00192337 0.00294792 -0.000949547 0.00412632 0.00230045 0.00428377 0.00292097 6.76092e-05 -0.00173864 -0.000486479 -0.00286707 0.00385965
internal_weight=0 163.238 250.838 152.83 139.528 199.028 51.81 135.852 45.1455 13.3026 41.4084 35.3255 23.6765 132.806 129.095 13.3745 7.90163 185.653 10.0291 11.6491 19.7474 125.319 9.94913 115.37 18.3734 6.37751 15.5894 8.75998 179.276 14.043
internal_count=3121 816 2305 709 625 1978 327 599 264 84 238 212 155 583 564 89 49 1889 70 57 138 545 46 499 91 43 116 61 1846 62
is_linear=0
shrinkage=0.00281284


Tree=9
num_leaves=31
num_cat=0
split_feature=1 12 52 484 4 160 43 4 1 47 50 123 15 3 484 11 457 0 123 160 457 49 15 40 13 52 474 0 48 52
split_gain=323.089 53.2316 51.872 27.6562 19.1421 17.78 16.8964 16.8222 11.9387 11.1004 10.6332 10.552 9.07474 8.40921 7.99212 7.58856 6.71278 6.30011 6.09086 5.21407 4.78723 8.17303 4.58557 7.27397 4.25845 3.94829 5.13806 3.02217 2.46646 2.22732
threshold=0.10089500000000001 0.079890000000000017 -0.40967499999999996 -1.0000000180025095e-35 0.27834500000000006 -0.40698999999999991 -0.073404999999999984 -0.15764999999999998 1.0000000180025095e-35 0.088195000000000009 0.089280000000000012 0.084410000000000013 -0.10653 -0.15121499999999996 -1.0000000180025095e-35 0.080455000000000013 0.097135000000000013 0.024095000000000002 0.091600000000000001 0.081905000000000019 0.083995000000000014 -0.076109999999999997 0.035560000000000008 -1.0000000180025095e-35 -0.084869999999999987 -0.085984999999999992 0.084660000000000027 0.14486500000000005 0.10713500000000002 0.084960000000000022
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 -2 11 7 -5 8 14 17 22 12 19 24 -8 -3 27 18 -1 25 -4 -9 -22 28 -24 -11 -15 29 -16 -7 -27
right_child=2 4 3 5 -6 9 13 20 -10 10 -12 -13 -14 16 15 -17 -18 -19 -20 -21 21 -23 23 -25 -26 26 -28 -29 -30 -31
leaf_value=-0.0024622744933223886 -0.0026798930907098286 -0.0031666864006516119 -0.0025730553752525837 -0.0024234073741056824 0.005465722408065486 0.0044906069738437429 0.0031071454677172095 -0.0027179517533571472 0.0042926830273100286 0.0040549202015312882 0.0051908013232270823 0.0043628397678525882 -0.0014847708579341413 -0.0030554117915081555 0.0045532436275940672 -0.0021613789571972714 0.0024318719545789614 0.0024663624317710327 0.0026842089586624333 0.0016179405693221775 0.0027581217633500647 -0.0025163485240309266 0.0047800565145693615 0.00063976471069382456 0.00055001199768824505 -0.00086691260637872334 0.0027213173873103301 0.0012447588119169919 0.0025668596562251171 -0.0030812341888346671
leaf_weight=3.6050500571727779 10.244050875306128 3.2856737077236167 7.5375173911452276 3.117238998413085 2.1225605309009543 95.3590177744627 4.0162067711353293 178.4813529253006 11.173684954643248 5.7220077365636826 5.8067655786871901 2.6902515143156043 5.962455242872239 9.2222095131874102 3.7129474654793722 2.8006827682256699 3.6727476418018332 3.4765186160802841 2.3865825831890097 2.7701739892363548 2.9962706416845322 6.0580144152045232 5.6632775962352753 5.9251119792461378 4.0326933711767197 11.045824587345129 2.2711742743849745 3.8249161019921303 4.7756416052579871 4.3090464174747458
leaf_count=27 105 24 56 23 10 391 17 1812 46 24 25 11 35 80 19 23 18 15 15 17 21 61 23 28 22 81 11 24 20 37
internal_value=0 -0.00172035 0.00300656 0.00339657 -0.002338 0.00374361 0.000555093 -0.00242034 0.00261091 0.00388789 0.00217011 -0.000244295 0.0010541 -0.00046131 0.000382335 0.00151024 -0.000896823 -4.26837e-05 -0.001315 -0.00144673 -0.00262395 -0.000770905 0.00421882 0.00266314 0.00260596 -0.0016705 -0.000945893 0.00287443 0.00439886 -0.00148832
internal_weight=0 258.461 159.606 149.362 203.282 136.364 55.179 201.16 18.2553 133.247 21.5239 12.9979 15.7172 36.9238 13.6242 10.3385 32.9076 7.08157 29.2348 10.3077 187.536 9.05429 111.723 11.5884 9.7547 26.8483 17.626 7.53786 100.135 15.3549
internal_count=3121 2341 780 675 1994 591 347 1984 88 568 106 84 81 259 90 66 242 42 224 73 1894 82 462 51 46 209 129 43 411 118
is_linear=0
shrinkage=0.00261226


Tree=10
num_leaves=31
num_cat=0
split_feature=1 52 12 47 4 50 12 51 159 13 0 1 2 52 13 1 4 4 15 1 48 4 4 49 0 16 0 16 48 49
split_gain=257.108 44.6172 43.8748 22.9618 14.9974 14.6548 13.5717 11.7649 10.0277 9.28158 7.99962 14.1742 8.47001 7.01673 6.78396 6.4244 5.95728 5.06048 4.89015 8.32522 4.6239 4.60213 6.24761 4.3766 3.69531 3.22722 2.2313 3.7654 2.01529 1.89647
threshold=0.099195000000000019 -0.43320999999999993 0.079890000000000017 0.087885000000000019 -0.15764999999999998 0.11610000000000001 -1.0000000180025095e-35 -0.096089999999999981 -1.0000000180025095e-35 -0.14819499999999997 -0.071924999999999989 1.0000000180025095e-35 0.091055000000000011 0.19022000000000003 -0.15078499999999997 0.080585000000000004 -0.42529999999999996 -0.49405499999999997 0.035560000000000008 0.11230000000000001 0.11280000000000003 0.0061450000000000003 -0.0016099999999999997 -0.14917999999999998 -0.11756999999999999 -0.069144999999999984 -0.13027499999999997 -0.093244999999999981 0.10866500000000003 0.10595500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 7 5 15 13 20 -1 -9 -8 11 -10 21 18 24 17 -12 -4 28 -20 -5 22 -13 -16 -6 29 27 -25 -3 -11
right_child=1 3 4 6 14 -7 9 8 10 25 16 12 -14 -15 23 -17 -18 -19 19 -21 -22 -23 -24 26 -26 -27 -28 -29 -30 -31
leaf_value=-0.0030592800549489908 -0.0030035527302904388 0.0041851114637471059 -0.0012141964207085789 0.0010557979139685439 -0.0016995461928721598 -0.001112137045613585 0.0033788328411556755 -0.0026010745650042969 -0.0027917464806908212 -0.0013978269541361698 0.00058760354745275329 0.0016571414620892018 0.0037932172469846764 0.00092552537724168013 0.00076824937315695633 -0.0031684293713878852 0.0044883361099650613 0.0027381545531994095 -0.0010976109887694695 0.0038316687884162662 0.0045260232195451656 0.0024905496177545831 -0.0033914127238994373 -0.0030626126865966816 0.002494023418319836 -0.0028377424184492022 -0.0028164293895196406 0.0015865447215607229 0.0023830528455135529 0.0013149411752747958
leaf_weight=6.1261866241693488 9.5567773655056936 93.093599617481232 3.6320957168936721 4.6052226498723048 3.4420968070626259 4.7322349026799193 3.5505675822496441 5.1734201908111563 6.8533852621912983 4.6702693626284626 4.3371068313717833 3.2884338200092307 8.3419267758727056 6.1186721101403228 2.6138028949499121 2.9279647618532172 8.4324364438652974 6.8183812648057929 3.7167257368564588 7.6967841535806656 7.200240433216095 4.1025711596012115 3.9432133585214642 2.8871815577149391 2.7773880288004866 6.9203730672597841 158.46529575437307 2.2812136262655249 4.7723724395036689 3.1611019521951675
leaf_count=63 107 399 26 22 30 30 16 37 59 30 22 19 37 33 17 25 38 38 20 32 30 24 28 29 13 58 1780 20 20 19
internal_value=0 0.00266295 -0.00177826 0.0030234 -0.00238619 0.00355274 0.000911313 0.000454592 0.000938636 -0.000547091 0.00140461 0.000558013 0.00172477 0.00374404 -0.00260018 0.000372439 0.00316347 0.0013645 0.00390185 0.00222649 0.00317231 0.000202395 -0.00109569 -0.00270393 0.000173144 -0.00149201 -0.00275939 -0.00101058 0.00409724 -0.000302829
internal_weight=0 159.795 236.444 150.238 185.845 120.13 30.1078 50.5987 44.4725 18.3023 39.2991 26.5295 19.6761 115.398 172.467 13.3784 12.7695 10.4505 109.279 11.4135 11.8055 11.3342 7.23165 166.247 6.21948 14.7517 163.634 5.1684 97.866 7.83137
internal_count=3121 816 2305 709 1978 534 175 327 264 123 227 167 108 504 1889 89 60 64 471 52 52 71 47 1846 43 107 1829 49 419 49
is_linear=0
shrinkage=0.00270465


Tree=11
num_leaves=31
num_cat=0
split_feature=1 52 12 159 3 151 43 447 51 47 1 3 128 150 12 0 0 133 51 52 2 12 48 4 49 2 11 2 475 4
split_gain=299.236 51.4823 49.1963 26.7052 17.1507 15.4841 13.0258 11.9136 10.6129 9.6387 9.61479 9.32737 9.14645 9.08714 8.40227 6.38681 5.28697 5.09256 5.97674 6.37123 6.89269 4.99009 5.94382 8.36525 4.84304 4.36096 4.35718 3.24702 3.08826 2.7869
threshold=0.099195000000000019 -0.40967499999999996 0.079890000000000017 -1.0000000180025095e-35 0.097915000000000016 -0.5145249999999999 -0.073404999999999984 0.084700000000000011 -0.25354999999999994 0.086785000000000015 1.0000000180025095e-35 -0.10023499999999998 0.086435000000000012 0.086730000000000015 0.091545000000000015 0.024095000000000002 -0.060129999999999996 -1.0000000180025095e-35 -0.096089999999999981 0.10898500000000001 0.090545000000000014 -1.0000000180025095e-35 0.12230500000000001 -0.011884999999999998 -0.14917999999999998 0.10774000000000002 1.0000000180025095e-35 0.08647500000000001 -0.080769999999999995 -0.0016099999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 6 9 11 -5 10 17 -7 14 15 13 21 16 -3 -1 28 -8 -19 20 27 -10 23 25 -13 -23 -18 29 -4 -20
right_child=1 3 4 5 -6 8 7 -9 12 -11 -12 24 -14 -15 -16 -17 26 18 19 -21 -22 22 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0029419614465528788 -0.0032647213246504185 0.0044560072734388632 0.00069490005148034454 -0.0026078847133091192 0.003227800060199511 -0.00084946129352415889 -0.0033891861793495016 0.0060388013956507976 0.0054039236969026828 -0.0032964742073858409 0.0050287930521618982 0.0011049537947394434 8.794329484631965e-05 0.0045055880615739469 -0.0025510958026414938 0.0031933936782124347 0.0020896503402655035 -0.0035754541319068878 0.0029671500616647202 -0.0037974893565589311 0.0034518697724984244 -0.00061232497042733997 0.0015647594599762346 0.0050960697927439963 -0.0033554002243303253 0.0036577946951676815 -0.0026845412430151015 -0.0031548979135440332 -0.0034072661014708789 -0.0012091632767800987
leaf_weight=3.457002907991412 10.855768978595732 5.047468885779379 2.1265920102596345 3.1875279247760764 4.582443192601203 3.672989457845687 6.9863697439432135 2.6406710445880881 64.842329129576683 6.1165695786476135 9.6288264989852888 2.5000317543745032 4.3354718685150138 2.4951825886964789 2.6331902220845222 3.4061913788318634 4.9896141141653043 4.6447466462850597 2.9960758686065718 3.0759291872382155 7.5508383959531775 4.1510546058416278 7.8824303895235053 45.317414633929737 160.11400628834963 5.7943037897348404 3.15557000041008 3.3076852485537529 14.572491466999056 3.507056176662446
leaf_count=27 115 24 17 17 20 25 59 11 268 50 40 16 23 16 21 15 31 48 18 25 39 21 37 191 1711 24 27 20 140 25
internal_value=0 0.00342688 -0.0021213 0.00390173 -0.00285125 0.00432004 0.000652074 -0.000453514 0.00448242 -0.000318113 0.00297891 -0.0029979 0.00463042 -0.00127936 0.00205373 0.000103005 -0.00186036 -0.000988119 -0.000319332 0.000420671 0.00116799 0.0047843 0.00414802 0.00451648 -0.00328683 0.00187551 0.000240055 -0.000589778 -0.00288486 0.000714918
internal_weight=0 163.837 245.737 152.981 194.536 139.184 51.2014 34.7094 135.996 13.7972 16.492 189.953 132.323 27.3395 7.68066 6.86319 24.8443 32.0687 25.0823 20.4376 17.3617 127.988 63.1452 55.2628 162.614 9.94536 8.14518 9.81082 16.6991 6.50313
internal_count=3121 816 2305 701 1978 606 327 245 589 95 82 1958 564 231 45 42 215 234 175 127 102 541 273 236 1727 45 58 63 157 43
is_linear=0
shrinkage=0.00317994


Tree=12
num_leaves=31
num_cat=0
split_feature=1 12 52 47 50 13 13 51 52 43 133 3 42 52 0 1 484 42 49 49 2 0 3 15 13 16 11 16 43 448
split_gain=230.459 40.8373 39.4371 20.4726 14.5375 14.1843 13.0279 10.4355 9.19079 8.00696 10.2021 7.43499 7.96221 7.4194 6.51607 5.9693 5.64504 7.31431 5.14474 4.83582 5.51866 4.7067 4.52605 3.87803 8.47201 3.60936 2.56334 2.3616 1.64879 1.57613
threshold=0.099195000000000019 0.079890000000000017 -0.43320999999999993 0.10019500000000002 0.11610000000000001 -0.15078499999999997 -0.076384999999999995 -0.096089999999999981 0.19022000000000003 -0.079109999999999986 -1.0000000180025095e-35 -0.097604999999999983 -1.0000000180025095e-35 0.19022000000000003 -0.055064999999999996 1.0000000180025095e-35 -1.0000000180025095e-35 0.095405000000000004 -0.14917999999999998 -0.069799999999999987 0.089125000000000024 -0.11013499999999998 -0.034684999999999994 0.035560000000000008 -1.0000000180025095e-35 -0.0083599999999999976 0.087830000000000005 -0.072804999999999981 -0.020444999999999994 -0.069634999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 7 -2 4 13 21 22 -1 9 15 -11 12 -7 23 27 -9 -14 25 -13 -12 -21 -3 -5 26 -25 -18 29 -8 -27 -4
right_child=2 5 3 6 -6 11 14 8 -10 10 19 18 16 -15 -16 -17 17 -19 -20 20 -22 -23 -24 24 -26 28 -28 -29 -30 -31
leaf_value=-0.003003402919563082 -0.0029609434385730695 -0.0013263145052420766 0.0024507571697813791 0.00063500187841388032 -0.0011394116461689769 -0.0029944192639688515 -0.00071417717837282864 0.00074904412033188522 -0.0033837201898226166 -0.002781938814654421 -0.001057535845121392 0.0012059374175417733 -0.0032446872305122105 0.00071746388946136318 0.0023307763731617902 0.0043843230783386158 -0.00016867755907809136 -0.0030538292453836558 -0.0028062126409042158 0.00017416023793326182 0.0033376455243098197 0.0025403010350819456 0.0042175941973600899 0.0043068937730709779 -0.00026030549322858483 0.0046190945728484274 0.002311506415159658 -0.0031988170259751691 0.0017509854732032752 0.0040623025717493729
leaf_weight=5.633264146745204 8.8873618617653829 3.9444568827748299 4.6225542873144141 4.0657379180192947 5.0488280057907096 9.9478039517998713 5.3449370712041846 5.4641628488898268 3.36935020238161 5.7634737566113499 5.00960595160723 2.3504112064838401 2.889459826052188 6.4488113000988951 3.2489439696073523 8.1227960884571058 3.3163237348198873 2.5761608183383933 139.13136351853609 7.0451695844531086 9.1905279755592328 5.3849263638257963 6.8418193906545657 6.462858110666275 5.3844430446624738 3.2534810304641706 7.173616260290145 5.7349966540932646 2.6143403053283709 86.872734278440475
leaf_count=63 107 33 20 21 34 112 33 31 26 52 30 15 23 35 21 34 25 25 1678 47 44 25 29 28 26 22 31 50 20 381
internal_value=0 -0.00171185 0.00254041 0.00287245 0.00332849 -0.00232106 0.000667602 0.00044268 0.000884228 0.00123846 0.000391363 -0.00250231 -0.00113767 0.00352134 -0.00101821 0.00292235 0.000123133 0.000950593 -0.00273956 0.00125222 0.00196491 0.000905499 0.0028822 0.00368495 0.00223116 0.00207384 0.00385951 -0.00200023 0.00334124 0.00398088
internal_weight=0 225.007 156.138 147.25 122.014 175.409 25.2364 49.5984 43.9651 40.5957 27.0088 166.079 24.5976 116.965 14.3289 13.587 14.6498 11.7603 141.482 21.2453 16.2357 9.32938 10.9076 110.516 11.8473 9.18415 98.6689 11.0799 5.86782 91.4953
internal_count=3121 2305 816 709 555 1978 154 327 264 238 173 1920 227 521 104 65 115 92 1693 121 91 58 50 486 54 67 432 83 42 401
is_linear=0
shrinkage=0.00268924


Tree=13
num_leaves=31
num_cat=0
split_feature=1 12 52 47 4 4 12 43 50 160 1 16 447 50 16 133 52 2 457 49 52 1 12 4 48 48 2 4 4 13
split_gain=197.469 37.8791 30.8081 18.6846 15.0162 13.5588 11.5505 10.4223 10.0718 6.79707 6.78875 6.19887 7.11939 5.68889 5.39357 5.3716 6.08086 7.1978 5.01562 7.05804 4.90888 4.73396 4.66376 4.44706 3.62653 3.36417 2.86933 2.5877 2.1674 1.76658
threshold=0.10089500000000001 0.079890000000000017 -0.43320999999999993 0.083875000000000019 0.40124500000000002 -0.15764999999999998 -1.0000000180025095e-35 -0.073404999999999984 0.11720500000000002 -1.0000000180025095e-35 1.0000000180025095e-35 0.15273500000000004 0.084700000000000011 0.086295000000000011 0.023255000000000001 -1.0000000180025095e-35 0.10898500000000001 0.090545000000000014 0.083995000000000014 -0.076109999999999997 0.19022000000000003 0.13146500000000003 0.092755000000000018 -0.49405499999999997 0.12879500000000002 0.11280000000000003 0.08622500000000001 -0.064804999999999988 -0.0016099999999999997 -0.095304999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 7 -2 8 5 13 25 10 20 -8 14 12 15 23 -1 -9 17 26 29 -20 24 22 -11 -3 27 -5 28 -4 -17 -7
right_child=2 4 3 6 -6 18 9 11 -10 21 -12 -13 -14 -15 -16 16 -18 -19 19 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0021093706754242245 -0.0029572169906612938 -0.0012147726731907213 0.0022284922764808225 0.0012557367047957336 0.0051089213773290038 -0.0017226480114402286 -0.0032356837146965281 -0.0030721166625773317 -0.0007715872686515948 0.0012517061678238874 0.003498803878879232 -0.0028120122615645682 0.0044158784320824937 -0.0031709652271316099 0.0028161427468905947 0.0020108189709632076 -0.0031886353368649465 0.0029363193262645733 0.0028873450871607924 -0.0024435340391999239 0.00094325918723511544 0.0030638173351105443 -0.0027749553600556415 0.0024954317221940773 0.0014327295413659267 0.0041528085276864805 -0.0026489266342216732 0.003853934188781966 -0.0010396015364531983 -0.0027826812567375344
leaf_weight=3.8211647570133236 7.3013454452157012 3.6496967524290076 7.8826252222061148 5.246988847851755 2.0191404968500128 12.721082009375094 5.0324185416102436 4.3372780829668107 4.3316802009940139 4.5989522039890272 10.53365498781204 6.5972852706909171 2.5733763724565497 2.7659696713089934 2.8670470416545868 3.2754758894443592 3.2047477588057509 7.3031109124422064 2.9179072603583336 4.9077637195587149 5.4433715492486945 3.7253762334585181 3.930630698800087 6.8433484882116309 5.4206735491752616 6.7558759599924088 3.3557229191064835 85.376528337597847 3.6051006540656063 129.5367493852973
leaf_count=28 97 28 36 25 9 134 46 45 28 26 46 68 11 24 14 21 30 34 21 61 28 20 29 38 23 30 22 392 28 1679
internal_value=0 -0.00161514 0.0024764 0.00276442 -0.00224812 -0.00233906 0.000840705 0.000418296 0.00328395 -0.000579627 0.00214082 -0.000447786 0.00011622 0.000292085 2.05748e-06 -0.000324928 0.000249465 0.000877665 -0.00257151 -0.000455844 0.00345267 0.000511065 -0.000603873 0.00120495 0.00359109 0.00288637 -0.000591087 0.00371655 0.000412541 -0.00268789
internal_weight=0 216.836 145.046 137.745 165.362 163.343 29.2902 51.474 108.455 17.2874 17.2219 34.2521 27.6548 13.259 6.68821 25.0814 20.7442 17.5394 150.084 7.82567 104.123 12.255 8.52958 10.493 98.6798 12.0029 10.2363 93.2592 6.88058 142.258
internal_count=3121 2341 780 683 1994 1985 176 347 507 121 88 259 191 90 42 180 135 105 1895 82 479 75 55 66 451 55 71 428 49 1813
is_linear=0
shrinkage=0.0027144


Tree=14
num_leaves=31
num_cat=0
split_feature=1 12 12 1 4 13 13 48 51 15 49 159 50 42 15 3 42 124 3 0 48 11 2 42 4 14 2 49 148 0
split_gain=169.279 33.7687 26.3818 22.2103 16.0546 12.8956 11.2306 12.4969 9.68871 9.09022 7.08415 6.49798 6.14724 5.81524 6.7422 5.3468 6.7693 4.76302 6.39641 5.92786 7.80554 4.20974 5.61252 3.62283 3.125 2.58548 2.11363 1.8136 1.69279 1.64798
threshold=0.10089500000000001 0.079890000000000017 0.051320000000000005 0.13021500000000003 0.23246000000000003 -0.10664 -0.0025349999999999995 0.11951500000000001 -0.096089999999999981 0.082685000000000022 -0.14917999999999998 -1.0000000180025095e-35 0.041865000000000006 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.097604999999999983 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.10023499999999998 -0.10011499999999998 0.086260000000000017 0.081790000000000015 0.08622500000000001 0.083235000000000017 -0.022844999999999997 -0.23083499999999998 0.090310000000000015 -0.017229999999999999 -0.07546499999999999 -0.074229999999999977
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 8 6 4 27 12 -2 24 -1 11 -7 -10 23 14 -13 16 -12 -15 -19 20 -20 22 -18 -3 -8 -26 -27 -4 -28 -6
right_child=2 5 3 -5 29 10 7 -9 9 -11 15 13 -14 17 -16 -17 21 18 19 -21 -22 -23 -24 -25 25 26 28 -29 -30 -31
leaf_value=-0.0028855562936844739 0.00359048500741381 0.0023636421470283192 -0.00022342510777941796 0.003424911138122347 0.00073050127339819757 0.0011015037113580623 6.6222143368397453e-05 -0.0015293950422050429 -0.0021161200598953443 -0.0031035522919474205 -0.0028499979231487774 -0.0023391437913825165 -0.0031274770123296859 0.0036652913269627622 0.0025186183563278451 -0.0026395530887963906 -0.0014124772695010084 0.0037289053478890576 0.0036326703539433423 -0.002215479141839719 -0.00081202941482452209 -0.0029485022571289657 0.0029486849139686131 -0.00067430296521809522 0.0010243516074042408 0.0015180540863975972 0.0021349122146301523 -0.0028764946382422445 0.0040623018762989483 0.0027456611565592343
leaf_weight=5.5048269256949416 64.386969767510891 6.7193892225623113 1.9927157685160626 11.837182782590387 7.825445830821991 3.9501867294311515 3.1872085630893734 6.3845589235424987 3.7823244258761397 3.746704436838626 8.6663425192236918 5.0290484428405762 2.8344406932592383 8.3727169334888476 3.1382175236940366 116.91927666962147 3.439328230917452 5.498696655035018 5.474092520773409 4.0986124202609089 5.2209881693124771 2.179438203573226 4.755150206387043 4.3891038000583649 4.5641418620944085 4.1294687986373892 4.0683517456054821 13.886104427278044 12.711498230695712 4.2274392098188383
leaf_count=69 309 37 13 59 39 26 21 39 30 32 114 49 29 37 14 1664 28 23 29 33 31 22 35 39 25 21 20 152 60 22
internal_value=0 -0.0014912 0.00222966 0.000439449 -0.000825761 -0.002094 0.00294567 0.00176098 0.000368627 0.00077244 -0.00233168 0.00113 0.000291043 0.00146334 -0.000472581 -0.00243143 -0.00115343 0.00201493 0.00133398 0.00044381 0.00146291 0.000263872 0.00111825 0.00116331 0.00249396 0.00279772 0.00318481 -0.00254355 0.003595 0.0014373
internal_weight=0 203.719 139.201 39.7689 27.9317 153.853 99.4322 35.0452 49.8662 44.3614 139.91 40.6147 13.9429 36.8324 8.16727 135.96 19.0403 28.6651 20.2924 14.7937 10.6951 10.3739 8.19448 11.1085 28.6607 25.4735 20.9093 15.8788 16.7798 12.0529
internal_count=3121 2341 780 285 226 1994 495 186 347 278 1889 246 105 216 63 1863 199 153 116 93 60 85 63 76 147 126 101 165 80 61
is_linear=0
shrinkage=0.00260065


Tree=15
num_leaves=31
num_cat=0
split_feature=1 12 52 12 50 47 13 131 51 14 3 474 376 150 132 4 0 4 49 2 16 43 160 3 0 52 1186 2 3 0
split_gain=145.574 29.0217 25.1786 16.0652 14.5919 13.7987 11.4099 8.99176 7.39638 7.68495 6.56972 6.01645 5.92875 6.74837 7.33786 5.51018 6.14159 5.02286 4.18077 3.72371 4.66937 3.28923 3.06183 3.05561 4.26156 2.71458 2.56775 3.35423 2.31378 3.15842
threshold=0.099195000000000019 0.079890000000000017 -0.26636999999999994 -1.0000000180025095e-35 0.096530000000000019 0.11893500000000001 -0.10664 0.088610000000000008 -0.096089999999999981 0.062655000000000016 -0.14477499999999996 0.082665000000000002 0.049360000000000008 0.11235000000000002 0.081465000000000024 -0.15764999999999998 0.11070500000000001 -0.15464999999999998 -0.15498999999999999 0.11474000000000002 -0.071854999999999988 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.080934999999999993 -0.074229999999999977 -0.43320999999999993 0.085175000000000015 0.088300000000000003 -0.014944999999999998 -0.10011499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 8 25 -4 5 7 10 17 -1 11 -3 12 13 14 21 16 -8 -5 -17 20 -19 -10 -6 -12 -25 -2 -20 -28 -23 -30
right_child=2 6 3 4 22 -7 15 -9 9 -11 23 -13 -14 -15 -16 18 -18 19 26 -21 -22 28 -24 24 -26 -27 27 -29 29 -31
leaf_value=-0.0026045570525908062 -0.0025596488985182549 -0.002691036417269576 0.0030966061108898828 -0.00022002872276402014 -0.0028474429191098294 -0.0019102870117580087 0.0018656899293221429 -0.0013060110307885973 -0.0023096788230071701 -0.0029687788343947816 0.0030518669529516662 0.003186482441789696 0.0026099041383241899 0.0036890986110081382 0.0035281221568347221 0.00084487774251984016 -0.0022909715234463728 0.0025538007636662446 -0.0023606572179369107 0.0032548337959085473 7.5450401593314272e-05 0.0016627297323993126 -8.6766648341360825e-05 -0.001729360674012405 0.0020023304993542598 -2.9463710247170165e-05 -0.0025668272703489579 0.0026273573104419077 4.3176973660004972e-05 -0.002735893108654369
leaf_weight=4.4861331395804873 6.845359344035387 3.3894643634557715 57.247325584292412 3.79235462844371 4.3859342634677887 5.1678744331002227 4.0476516634225828 3.9541116431355467 6.1357642412185767 3.1305590420961371 3.2348555922508231 5.6385466754436484 6.2022934257984152 2.5591417402029029 2.434176340699195 2.4421138614416114 4.0256401970982552 17.193832911551002 114.36959149315953 25.476300343871117 5.7633465081453386 2.9280934855341938 4.7532546669244748 3.2759001031517974 3.7003911286592484 3.7139098569750768 1.4637746661901467 1.3634583652019499 8.6441130526363867 3.1748821884393612
leaf_count=63 107 36 289 18 40 36 28 28 52 26 21 26 32 11 12 15 34 85 1756 125 30 15 35 31 16 23 22 19 58 32
internal_value=0 -0.00135918 0.00186657 0.0021589 0.00139733 0.00181579 -0.00189137 0.00215855 0.000299761 0.000618731 0.000183475 0.000916499 0.000517495 1.59633e-05 -0.000387179 -0.00211233 -0.000206974 0.00242085 -0.0022409 0.00262764 0.00193162 -0.000843559 -0.00141163 0.00113763 0.000250017 -0.00166973 -0.0023052 -6.18854e-05 -0.000233557 -0.000703352
internal_weight=0 186.647 138.294 127.734 70.487 61.3478 141.313 56.1799 45.3337 40.8476 13.6006 37.717 32.0785 25.8762 23.317 127.712 8.07329 52.2258 119.639 48.4335 22.9572 20.8829 9.13919 10.2111 6.97629 10.5593 117.197 2.82723 14.7471 11.819
internal_count=3121 2305 816 686 397 322 1978 286 327 264 104 238 212 180 169 1874 62 258 1812 240 115 157 75 68 47 130 1797 41 105 90
is_linear=0
shrinkage=0.00238286


Tree=16
num_leaves=31
num_cat=0
split_feature=1 12 52 52 51 4 12 151 50 16 51 14 474 376 42 3 47 0 1 457 49 4 4 4 50 38 42 0 16 0
split_gain=174.813 33.8004 30.3251 17.1613 15.1131 12.6005 8.91367 10.0237 9.13567 8.72782 8.72645 9.16055 7.62442 7.45241 7.18628 6.58935 6.56753 6.28168 5.39026 5.16519 6.27774 4.82019 3.75092 3.73985 3.60689 1.53617 1.48048 1.81238 2.34086 1.46306
threshold=0.099195000000000019 0.079890000000000017 -0.40306999999999998 0.26391000000000003 -0.41109999999999997 -0.15764999999999998 -1.0000000180025095e-35 -0.27559499999999998 0.096530000000000019 -0.51370499999999997 -0.096089999999999981 0.062655000000000016 0.082665000000000002 0.049360000000000008 -1.0000000180025095e-35 -0.10023499999999998 0.10323000000000002 -0.098289999999999975 0.080585000000000004 0.083995000000000014 -0.076109999999999997 -0.064804999999999988 -0.49405499999999997 0.0052350000000000009 0.10987000000000001 0.099940000000000015 -0.025789999999999997 -0.15202999999999997 -0.5048999999999999 -0.053834999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 10 29 4 -4 18 25 -8 16 -7 -1 12 13 14 -12 -16 21 23 22 -11 -21 -9 -3 -17 -5 -6 -23 28 -28 -2
right_child=2 5 3 24 6 9 7 8 -10 19 11 -13 -14 -15 15 17 -18 -19 -20 20 -22 26 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=-0.0027840766973156661 -0.00031772984691095266 -0.0010174528620813712 -0.0033327934475693051 0.00037235709124679937 0.0036219044062765974 0.0016870870373655665 -0.0027629310203366973 0.0007248310660626573 -0.00082933090878568871 -0.0025014952840175329 -0.0029201641575465668 -0.0032110420006854819 0.0037883110794288011 0.003110953172162592 0.0029426824549922295 -0.00068924828044260506 0.00022399912970024483 -0.0026674988628416605 -0.0029024820935071049 0.0025222372641332562 -0.0022096153925312174 0.0018162050069147077 0.002208471254123491 0.0021650647922078453 -0.0028748816070138655 0.0020413514166077906 0.0033503248042428733 0.0037068665712127755 0.0010446921459627021 -0.0027885971368634111
leaf_weight=4.9373749494552603 1.9232015237212179 3.4317241236567488 2.6034409180283538 5.5566585659980756 55.409474402666092 3.4332861751317969 2.5252621471881858 5.5322243124246517 5.2338507771491996 128.83667836338282 4.3209135308861759 3.3936582952737799 5.7490727752447119 6.2725248560309401 5.8028902783989933 5.5945271626114863 6.3187792226672164 4.6400920525193206 2.636811025440692 2.9426012188196182 4.5211723148822776 4.3458903878927222 6.8963711857795706 6.1006953939795494 3.5729441717267036 4.2061117589473715 8.1207791268825513 29.102122426033038 4.2722703963518027 7.3307816162705404
leaf_count=63 23 26 22 33 263 28 14 26 35 1781 45 26 26 32 25 38 36 38 25 20 60 20 38 34 36 20 37 135 20 96
internal_value=0 -0.0014881 0.00214229 0.00244111 0.00267992 -0.00206272 0.00280508 0.00216266 0.00236033 -0.00228334 0.000386288 0.000760103 0.00111032 0.000639954 5.41677e-05 0.000634695 0.0026497 -0.000185185 0.000315122 -0.00238336 -0.000344077 0.00294805 0.00113659 0.000799675 -0.000898476 0.00351039 0.00321636 0.003363 0.0025555 -0.00227509
internal_weight=0 199.51 146.054 136.8 127.67 152.699 125.067 65.4512 62.9259 139.734 46.8117 41.8744 38.4807 32.7316 26.4591 22.1382 57.6921 16.3353 12.9649 136.3 7.46377 51.3733 10.3281 11.6952 9.1296 59.6156 45.8411 41.4952 12.393 9.25398
internal_count=3121 2305 816 697 628 1978 606 323 309 1889 327 264 238 212 180 135 274 110 89 1861 80 238 64 72 69 283 212 192 57 119
is_linear=0
shrinkage=0.0025214


Tree=17
num_leaves=31
num_cat=0
split_feature=1 12 52 12 50 47 13 51 14 52 3 4 0 474 376 42 3 0 49 16 1 16 48 1186 43 3 3 42 48 15
split_gain=133.157 27.2493 22.9057 15.2036 12.3985 13.0155 11.0195 6.85721 7.03501 6.84949 5.98404 5.41583 5.44911 5.38907 5.24835 6.14516 4.8008 5.13531 3.96212 3.92175 3.33456 3.17826 3.07804 2.49258 3.29875 2.46678 3.219 2.24149 1.91319 1.75073
threshold=0.099195000000000019 0.079890000000000017 -0.40306999999999998 -1.0000000180025095e-35 0.096530000000000019 0.11596500000000001 -0.10664 -0.096089999999999981 0.062655000000000016 0.12603000000000003 -0.14477499999999996 -0.15764999999999998 0.11070500000000001 0.082665000000000002 0.049360000000000008 -1.0000000180025095e-35 -0.10023499999999998 -0.098289999999999975 -0.15498999999999999 0.11346000000000002 0.093575000000000019 -0.069144999999999984 0.086260000000000017 0.085175000000000015 -0.008069999999999999 -0.10023499999999998 0.10732000000000001 -0.027559999999999998 0.11013500000000002 -0.11345499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 7 -2 27 5 9 10 -1 13 19 -3 12 -8 14 15 -9 -17 20 -13 28 22 -6 -18 -20 -25 -12 -27 -4 -5 -7
right_child=2 6 3 4 21 29 11 8 -10 -11 25 18 -14 -15 -16 16 17 -19 23 -21 -22 -23 -24 24 -26 26 -28 -29 -30 -31
leaf_value=-0.0027925234921289633 -0.0022239177887256509 -0.0028727719112887191 0.001731093419814622 0.0029955532439586811 8.7002125989832219e-05 -0.00030229136059457151 0.0018373456007462099 -0.0029507924889577318 -0.0031595127558675384 -0.00041080926902570145 0.0032361517282988124 0.00082736134231480973 -0.0024058831053328988 0.003280186296447201 0.0026683258726230615 0.00257406809609676 0.0014139067781791281 -0.0026116154503248979 -0.002521291055550086 0.00069096902292614584 0.0028525503877941611 -0.0029970615711524982 -0.0017218096460509635 -0.0027684443822905184 0.0027764269181229494 -0.0015549616705412181 0.0018578124019660799 0.0034020227307562066 0.0012402907541674999 -0.0031051071313476192
leaf_weight=4.227690774947404 8.1386938877403718 3.1702452041208735 5.9294540435075751 38.807205058634281 4.5226977691054344 2.7731109112501144 4.1594936400651914 3.8810258246958318 2.9674927629530421 5.8450651243329039 2.773587077856063 2.4757299423217765 3.8448624312877655 5.5765959322452536 6.1626249924302092 5.7407746091485086 4.0845440924167651 4.1807843782007614 108.37593064457178 6.6485720351338378 3.39243160188198 4.3065724782645685 4.1831498891115189 1.4615199416875841 1.3744308724999417 3.188824448734521 4.264940157532692 49.933720484375954 4.5837585926055899 3.134011559188365
leaf_count=63 119 36 29 200 32 16 28 45 26 33 14 15 34 26 32 25 28 38 1756 35 16 43 28 22 19 36 18 262 20 27
internal_value=0 -0.00142625 0.00195423 0.00222307 0.00143079 0.00183774 -0.00200018 0.000320077 0.000647668 0.00222113 0.000211479 -0.00224367 -0.000200873 0.000951356 0.000540705 2.57671e-05 0.000561041 -0.000168484 -0.0023875 0.00252856 0.00070751 -0.00141728 -0.000172651 -0.00245907 -8.11473e-05 0.00116753 0.00039778 0.00322467 0.00281013 -0.00178932
internal_weight=0 179.487 134.623 126.484 70.621 61.7917 135.09 44.3971 40.1694 55.8846 13.3976 121.692 8.00436 37.2019 31.6253 25.4627 21.5817 15.8409 113.688 50.0395 11.6601 8.82927 8.26769 111.212 2.83595 10.2274 7.45376 55.8632 43.391 5.90712
internal_count=3121 2305 816 697 406 331 1978 327 264 288 104 1874 62 238 212 180 135 110 1812 255 72 75 56 1797 41 68 54 291 220 43
is_linear=0
shrinkage=0.0025694


Tree=18
num_leaves=31
num_cat=0
split_feature=1 12 52 47 4 4 1 50 123 3 16 457 49 454 457 50 12 13 52 4 48 1 2 15 16 150 3 151 12 43
split_gain=135.646 28.4234 21.5851 15.2669 12.7106 11.3866 8.6466 7.95025 7.82855 7.51655 5.92211 5.38557 6.18975 5.15589 4.86544 4.81683 4.15128 6.69116 3.92634 3.69867 3.23635 3.21736 3.20354 2.93977 2.91326 1.56592 2.24731 1.46564 1.26835 3.72393
threshold=0.10089500000000001 0.079890000000000017 -0.43320999999999993 0.088195000000000009 0.40124500000000002 -0.15764999999999998 0.12337000000000002 0.11610000000000001 1.0000000180025095e-35 -0.15121499999999996 -0.061854999999999993 0.083995000000000014 -0.076109999999999997 1.0000000180025095e-35 0.097135000000000013 0.086295000000000011 0.092465000000000006 -0.010384999999999998 0.19022000000000003 -0.49405499999999997 0.12879500000000002 0.09253500000000002 0.080205000000000012 0.035560000000000008 -0.51370499999999997 0.083095000000000016 -0.091054999999999983 -0.27559499999999998 0.083370000000000014 0.0047850000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 8 -2 7 5 15 16 18 9 -1 -8 24 -13 14 22 19 17 -5 20 -3 23 -10 -11 -4 -7 26 -24 -26 29 -29
right_child=2 4 3 6 -6 11 10 -9 21 13 -12 12 -14 -15 -16 -17 -18 -19 -20 -21 -22 -23 25 -25 27 -27 -28 28 -30 -31
leaf_value=0.0022472983320197815 -0.0028128865379780069 -0.0011626655810043256 0.0033564433729674952 0.0027483736243249725 0.0046003799611508966 0.00057408292215495825 0.0034455391278821993 -0.0007950518347391301 0.00044262252596306102 0.00025024104904292267 -0.00045962423260614453 0.0028988346210738311 -0.0021912509073096897 0.0029026254079175802 0.001726523890177989 -0.0030343847917373157 -0.0027204043322027081 -0.0018707668627197945 0.00083197449281584724 0.0021607095049959806 0.0010868035113421911 0.0031435511479745966 0.0001179612748430337 0.0015194512415298478 -0.00037234536150124008 -0.00061616375586813596 -0.0029853787065401878 -0.0028769238584754496 -0.0026486295835596346 0.0022212576032937686
leaf_weight=6.4590059071779242 5.9273386299610129 3.4987747557461253 76.807302042841911 3.9836428612470627 1.9758784398436535 2.0995624512433997 8.1345769986510259 4.0841310918331137 4.9745698869228345 4.7120834141969778 4.002274475991725 2.8122319430112839 3.9941819012165061 2.2655188888311377 3.3381145596504203 2.4952967911958686 5.2526685819029799 4.7485144734382647 5.6789410784840575 6.8270563632249823 5.2597275525331488 7.8606699407100677 1.8551257215440333 6.5293627753853789 2.0951083078980437 3.5047457516193381 12.294992908835406 3.0594491697847834 107.22022600099444 1.4629714861512182
leaf_count=29 97 28 401 19 9 22 40 29 34 36 33 21 61 12 16 24 49 28 30 38 23 38 13 31 31 23 146 44 1701 15
internal_value=0 -0.00141344 0.00208733 0.00232066 -0.00201767 -0.00211413 0.000534585 0.002795 0.000344869 -0.000308227 0.00215776 -0.00236031 -8.81609e-05 -0.000898352 -0.00123335 0.0002427 -0.000874105 0.000236502 0.00295052 0.00103463 0.00308632 0.00209675 -0.00167509 0.00321252 -0.00249371 -0.00218896 -0.00257852 -0.00255029 -0.00259112 -0.0012277
internal_weight=0 184.806 130.408 124.481 137.541 135.565 26.1217 98.3595 47.2648 34.4296 12.1369 122.744 6.80641 27.9706 25.7051 12.8211 13.9848 8.73216 94.2753 10.3258 88.5964 12.8352 22.3669 83.3367 115.937 17.6549 14.1501 113.838 111.743 4.52242
internal_count=3121 2341 780 683 1994 1985 169 514 347 275 73 1895 82 246 234 90 96 47 485 66 455 72 218 432 1813 182 159 1791 1760 59
is_linear=0
shrinkage=0.00262826


Tree=19
num_leaves=31
num_cat=0
split_feature=1 12 52 47 4 4 50 1 51 52 43 133 16 457 151 1 49 1 12 13 52 3 0 4 16 48 15 16 2 151
split_gain=138.923 29.1491 22.1419 15.0593 12.5828 11.6909 7.96488 7.86705 7.75106 7.306 6.1968 7.12073 5.83613 5.05004 5.8112 4.91292 4.88478 4.78729 4.31443 6.39666 3.7435 3.66722 8.12164 3.25694 3.19168 3.10721 2.83623 2.73564 1.50869 1.37909
threshold=0.10089500000000001 0.079890000000000017 -0.43320999999999993 0.088195000000000009 0.40124500000000002 -0.15764999999999998 0.11610000000000001 0.12337000000000002 -0.096089999999999981 0.19022000000000003 -0.079109999999999986 -1.0000000180025095e-35 -0.061854999999999993 0.083995000000000014 -0.089594999999999994 1.0000000180025095e-35 -0.083094999999999988 0.080585000000000004 0.092465000000000006 -0.0025349999999999995 0.19022000000000003 -0.10023499999999998 -0.10011499999999998 -0.49405499999999997 -0.094359999999999986 0.12879500000000002 0.035560000000000008 -0.51370499999999997 0.089775000000000008 -0.27559499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 8 -2 6 5 17 20 18 -1 10 15 -12 -9 27 -15 -10 -13 23 19 -5 25 -18 24 -3 -23 26 -4 -7 -26 -29
right_child=2 4 3 7 -6 13 -8 12 9 -11 11 16 -14 14 -16 -17 21 -19 -20 -21 -22 22 -24 -25 28 -27 -28 29 -30 -31
leaf_value=-0.0028372763976912984 -0.0027926068578026917 -0.0010529590661031984 0.0033348092349819213 0.0025207038019976402 0.0045041879368026257 0.00041251407167653878 -0.000748637722276774 0.0033454855872146207 0.00044456707705533709 -0.0031576613342667349 -0.0026043677279222639 -0.0024033628962284144 -0.00047525889319880512 -0.0028180149881570325 0.0019459692938112172 0.003646978498085787 0.0038728269199878587 -0.0029685684720468196 -0.0026633057327960586 -0.0019405717583125886 0.00089770902244512899 -0.00016494129625224105 -0.0025287661489142702 0.002070135279313432 0.0015672641831404757 0.0011382962814081854 0.0015582795497271081 -0.00048452981491886723 0.0038253019004177869 -0.0025719341243029517
leaf_weight=4.6681033857166758 6.0211628563702098 3.3680093213915816 77.431768238544464 4.4665229469537735 1.9851170107722271 2.183451607823371 4.1453045010566703 8.2348299175500852 5.2889421582221976 3.0960997976362696 4.8290752321481731 2.658630937337878 4.0514150187373152 3.1676169633865356 3.8565750010311595 8.4563595205545408 3.2832682877779051 2.50181571394205 5.1708413176238528 4.2697984948754328 5.7190910130739203 3.5228943601250675 3.6943781375884948 6.9446058422327033 3.6643488481640798 5.3054266571998587 6.6262758895754805 2.1914874762296668 4.4511054307222366 112.9420021250844
leaf_count=69 97 26 401 21 9 22 29 40 31 28 52 19 33 48 34 40 15 26 49 26 30 20 33 38 20 23 31 31 20 1760
internal_value=0 -0.00140801 0.00208933 0.0023237 -0.00201032 -0.00210461 0.00278768 0.000565999 0.00035213 0.000698816 0.000998448 0.000252674 0.00208559 -0.00234888 -0.000202388 0.00241475 0.000901187 0.000265567 -0.000776478 0.000340296 0.00294185 0.00137312 0.000837851 0.00105016 0.00190652 0.00307268 0.00319477 -0.0024774 0.00280574 -0.0025322
internal_weight=0 186.754 131.442 125.421 139.141 137.156 99.2279 26.1934 47.6132 42.9451 39.849 26.1037 12.2862 124.341 7.02419 13.7453 21.2746 12.8144 13.9072 8.73632 95.0826 18.616 15.3327 10.3126 11.6383 89.3635 84.058 117.317 8.11545 115.133
internal_count=3121 2341 780 683 1994 1985 514 169 347 278 250 179 73 1895 82 71 127 90 96 47 485 108 93 64 60 455 432 1813 40 1791
is_linear=0
shrinkage=0.00260619


Tree=20
num_leaves=31
num_cat=0
split_feature=1 12 52 52 51 13 133 43 49 447 3 42 13 15 47 43 41 133 13 0 0 1 52 52 49 3 3 3 2 0
split_gain=171.617 33.8014 28.9735 16.163 14.3631 13.0925 8.83887 7.71454 7.15041 7.02374 6.57258 6.74552 6.24123 6.97723 6.66436 5.65822 4.71175 4.66906 6.38676 4.64739 7.16288 7.03144 4.60069 4.54531 4.5179 4.25426 3.77846 3.36245 2.83672 2.14992
threshold=0.099195000000000019 0.079890000000000017 -0.43320999999999993 0.26391000000000003 -0.41109999999999997 -0.14819499999999997 -0.37971999999999995 -0.079109999999999986 0.27293500000000009 0.084700000000000011 -0.097604999999999983 -1.0000000180025095e-35 -1.0000000180025095e-35 0.035560000000000008 0.096475000000000019 -0.23229999999999998 0.078475000000000017 -1.0000000180025095e-35 -0.088589999999999988 0.11070500000000001 -0.060129999999999996 0.078340000000000007 -0.085984999999999992 0.10898500000000001 -0.14917999999999998 -0.14186499999999996 -0.016324999999999996 0.12178000000000001 0.090675000000000019 -0.070154999999999981
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 7 -2 4 -4 25 -6 15 12 17 11 -7 -8 14 27 -1 19 -9 -19 20 21 -13 -20 28 -12 -3 -5 -14 -24 -17
right_child=2 5 3 26 6 10 8 9 -10 -11 24 16 13 -15 -16 29 -18 18 22 -21 -22 -23 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0011946092265442691 -0.0034853320615139899 -0.0020485952646869111 -0.0030889266736974898 -0.0026953081832086032 -0.0019205379780953956 -0.0035270327968612816 0.0044162123549828557 -0.0033806425629220637 -0.00017019918026998614 0.0048953002232888882 0.0011933686001910663 -0.0036826048543573725 0.0044665941378549878 -0.00056454295579955714 0.00023694597250873865 0.0021504289488051163 -0.0037250864048122079 0.0043344622066631196 -0.0036481737998303653 -0.0022236272257487402 0.0061039550167985412 0.0045229798947646485 -0.00034697900627881403 -0.003771349186734 -0.0032594756407326943 0.0024854929725088033 0.0016034961107599928 0.0014208224878010855 0.0027380737187047278 0.0050108599483894055
leaf_weight=3.2573182284831992 7.291052170097827 3.2060805484652519 3.4488778561353675 5.5905063971877098 2.9631749317049971 8.234268970787527 77.154400333762169 5.721908859908587 4.7298418506979933 2.4755456969141951 2.4241412356495848 2.5604146718978873 24.893985152244571 5.3962655141949645 5.8687364086508742 5.2226073145866385 2.5881686806678763 2.9235305264592268 4.497858040034779 3.0850738286972046 3.2539747282862654 1.891574904322624 8.1176533475518067 2.690604269504548 113.95388748496771 6.5803513377904874 3.4409786835312826 4.4509706348180762 5.0280417054891577 5.7519087195396414
leaf_count=25 107 33 31 48 18 112 367 59 25 11 15 27 116 26 36 28 24 16 53 22 19 15 57 28 1677 34 21 21 25 25
internal_value=0 -0.00185719 0.00278511 0.00311655 0.00340899 -0.00260732 0.00358762 0.000569149 0.00372087 -0.000322966 -0.00286316 -0.00122863 0.00387715 0.00285298 0.0033767 0.0025409 0.000185921 -0.00076873 -0.000126141 0.00112395 0.00246415 -0.000196191 -0.000767461 5.07243e-05 -0.00316672 0.0010001 -0.00105747 0.00400462 0.00083301 0.00364962
internal_weight=0 193.465 145.229 137.938 128.906 147.778 125.457 45.687 122.494 31.4551 137.992 21.6135 117.764 40.61 35.2137 14.2318 13.3792 28.9796 23.2577 10.791 7.70596 4.45199 20.3342 15.8363 116.378 9.78643 9.03149 29.345 13.1457 10.9745
internal_count=3121 2305 816 709 640 1978 609 327 591 249 1911 219 566 199 173 78 107 238 179 83 61 42 163 110 1692 67 69 137 82 53
is_linear=0
shrinkage=0.00322758


Tree=21
num_leaves=31
num_cat=0
split_feature=4 123 3 48 1 50 39 457 1 48 49 0 40 49 1 49 15 51 1374 3 52 12 132 13 47 1 0 0 47 403
split_gain=162.701 68.5904 44.2122 22.6779 19.039 13.5525 7.93363 7.54276 10.7565 5.6773 5.15049 3.56855 3.27785 2.46696 2.44624 4.95097 2.29762 1.37913 1.28128 1.52553 1.14198 1.10563 3.84754 2.63011 1.40548 3.18917 1.14404 0.790329 0.591326 0.557153
threshold=0.27834500000000006 1.0000000180025095e-35 0.20828500000000003 0.12933000000000003 0.09253500000000002 0.11875500000000001 0.12768500000000002 0.080930000000000016 0.088340000000000016 0.081275000000000014 0.18307500000000002 0.18019500000000002 1.0000000180025095e-35 -0.056454999999999991 0.111945 -0.0060549999999999988 -0.0063699999999999989 0.080335000000000018 0.093750000000000014 0.14121000000000003 -0.077024999999999996 0.083370000000000014 0.081465000000000024 -0.10664 0.096770000000000009 0.104035 0.12500000000000003 -0.22491999999999998 0.13206500000000002 0.03138500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 6 5 -3 10 7 11 16 -6 14 12 18 -10 15 -2 20 -4 19 21 -9 22 23 -1 25 27 28 -25 29 -23
right_child=3 4 17 -5 9 -7 -8 8 13 -11 -12 -13 -14 -15 -16 -17 -18 -19 -20 -21 -22 26 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=-0.0014932453191743124 0.0030430661815230402 -0.0024721332908354495 0.0010512988149573676 -0.0040067588177383007 3.7809284579654211e-05 -0.0027325846361868538 0.00023625225883443842 -0.0024927947865041205 0.001576651239784564 0.0028786659899957489 -0.00067321937903747813 -0.0010397252524543524 -0.0011123697792896174 -0.0010179958691901704 0.0029609945263284971 -0.00021369504958003598 -0.0013685835375040131 0.002977581102653414 -0.0043529151318189444 -0.0018860313625424709 -0.0037404215807434193 -0.0033091625247411013 -0.00096710066016169759 -0.0025539299765960253 -0.0041607429268197844 -0.0010204520955270292 -0.0041663793060969937 -0.0034684213887023925 -0.0041515069032121293 -0.0030366553736799326
leaf_weight=5.2471473813056937 6.4202740639448166 7.3562535196542767 3.5666711032390577 3.923089161515235 5.775011911988261 3.2504519820213309 4.1464789509773246 7.1002674549818101 4.4587862342596054 14.862007811665533 3.0069554895162574 4.4130534231662741 4.2576218694448462 4.2138700336217862 31.977355405688286 4.8401637971401197 4.8273193687200573 5.7236447483301163 6.2061377912759772 4.8627505749464026 11.146650329232214 333.28065676987171 5.2613263875246039 6.6779378354549328 9.2226433902978879 3.9098623394966117 8.8698795139789564 34.204291522502906 4.5826666057109824 51.166379600763321
leaf_count=24 42 34 23 17 33 14 22 34 23 101 16 21 23 21 223 28 22 39 28 22 52 1663 28 31 41 20 39 161 20 256
internal_value=0 -0.00282241 -0.00301929 0.00162046 0.00088648 0.00206649 -0.00311357 -0.00314059 -0.00199261 0.00208369 0.00240381 -0.00321618 -0.00323629 0.000315964 0.0026178 0.00164319 -0.0028603 0.00223806 -0.00325538 -0.00324081 -0.00325494 -0.00325505 -0.00295981 -0.00313672 -0.00329637 -0.0031184 -0.00330293 -0.00331904 -0.00328324 -0.00327289
internal_weight=0 555.339 527.346 53.4183 27.9933 49.4952 518.056 513.909 31.7469 20.637 46.2447 482.162 477.749 8.67266 43.2378 11.2604 23.0742 9.29032 473.492 467.286 18.2469 462.423 64.5232 59.2619 54.0147 44.7921 397.9 40.8822 389.03 384.447
internal_count=3121 2781 2613 340 168 323 2551 2529 152 134 309 2377 2356 44 293 70 108 62 2333 2305 86 2283 305 277 253 212 1978 192 1939 1919
is_linear=0
shrinkage=0.00243148


Tree=22
num_leaves=31
num_cat=0
split_feature=1 123 12 1 3 3 4 13 48 484 15 11 1 51 50 1 49 16 2 457 3 3 2 457 1 0 16 16 15 150
split_gain=137.618 35.904 18.3558 16.345 13.146 11.734 11.6423 9.23771 10.4923 8.71499 10.5021 13.827 5.4317 4.53362 6.17289 3.69307 2.9957 7.5833 2.92456 3.74884 2.8564 2.80065 3.65676 2.45586 3.80561 1.77468 1.69995 1.43513 3.10202 1.60389
threshold=0.104035 1.0000000180025095e-35 0.051320000000000005 0.13021500000000003 -0.11255999999999998 -1.0000000180025095e-35 0.23246000000000003 -0.0025349999999999995 0.12879500000000002 -1.0000000180025095e-35 0.079055000000000014 0.081790000000000015 0.09253500000000002 -0.096089999999999981 0.083640000000000006 0.077845000000000011 -0.081604999999999997 1.0000000180025095e-35 0.11704500000000001 0.083190000000000014 0.088060000000000013 0.090900000000000009 0.081685000000000021 0.082380000000000009 0.079415000000000013 -0.074229999999999977 -0.010699999999999999 -0.16927999999999996 0.040760000000000005 -0.093064999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 7 6 9 16 -4 -2 18 -1 11 15 -3 -7 21 -11 17 -6 19 20 -9 22 -15 24 -23 -8 -5 28 -18 -29
right_child=2 12 3 26 5 13 25 8 -10 10 -12 -13 -14 14 -16 -17 27 -19 -20 -21 -22 23 -24 -25 -26 -27 -28 29 -30 -31
leaf_value=-0.0032120599212645327 0.0030804320826081383 -0.00016060891761802111 -0.0027225405284672976 0.003530996367476264 -0.0023551040168424248 -0.0029153077094143005 0.00017885262582476916 0.0019491570062951319 -0.0017753155809748507 0.0011708420923532382 -0.0026167388627440901 -0.0024118336029052018 0.0029277713443300289 0.0011636061680693453 -0.0031748424364325773 0.0037404768217552298 -0.0024205674393105131 0.003131774364324554 0.003148949868551808 0.0032441983502988275 -0.00072321223680688561 0.0017680294665481896 -0.0023184327224059827 0.0022738661957632002 -0.0017246862943366644 0.0023427431023276247 0.0014275733348536512 -0.00025228272218061852 0.0014463627476757478 -0.0026664415992593581
leaf_weight=5.9492652118206015 50.929523438215256 5.464142523705962 12.196596719324591 7.01896733045578 6.9691581204533559 5.29087717086077 7.8803380578756332 4.7704863324761444 5.8097873330116263 7.5657526627183014 6.4661637917160979 5.2739871367812148 11.444745019078253 3.221759341657167 4.1462747529149047 6.9865438193082809 5.4957522973418227 2.1376225277781487 9.4088913798332197 4.6474035382270804 5.7026921063661575 4.1185871809720975 4.9961629211902618 5.3550846576690665 3.9874715805053711 3.5795037150382978 3.8717329129576665 1.8114979118108738 1.7847897335886953 133.43369056284428
leaf_count=51 286 34 120 37 60 62 38 26 34 41 61 52 61 17 32 36 61 13 51 24 33 18 33 26 24 20 22 18 20 1710
internal_value=0 -0.0016458 0.00175581 0.000199747 -0.00192701 -0.00219171 -0.000989602 0.00241729 0.00130409 -0.000426725 0.000203521 0.00112332 0.00192975 -0.000766202 -0.000325912 0.00240452 -0.00248423 -0.00106718 0.00203345 0.00133932 0.00049404 0.000218966 -0.000953332 0.000934645 4.99189e-05 0.000854748 0.00278321 -0.00257477 -0.00147261 -0.00263411
internal_weight=0 231.899 115.816 34.5471 214.99 182.749 23.6564 81.2688 30.3393 32.2417 26.2924 19.8263 16.9089 31.1162 25.8253 14.5523 151.633 9.10678 24.5295 15.1206 10.4732 21.6791 8.21792 13.4611 8.10606 11.4598 10.8907 142.526 7.28054 135.245
internal_count=3121 2430 691 237 2335 2094 178 454 168 241 190 129 95 212 150 77 1882 73 134 83 59 118 50 68 42 58 59 1809 81 1728
is_linear=0
shrinkage=0.00254841


Tree=23
num_leaves=31
num_cat=0
split_feature=4 123 3 150 133 50 39 457 1 52 48 13 0 40 15 49 51 1374 484 3 12 132 13 1 16 15 0 52 3 52
split_gain=137.065 56.872 37.7314 21.1604 16.4132 13.5795 7.30636 7.21755 9.0086 4.6485 4.18067 3.60313 2.87432 2.81047 2.13444 2.12899 1.45632 1.40921 1.25266 2.38273 1.48375 4.37234 2.43534 1.22624 3.91592 1.11168 1.77751 1.05047 0.824919 0.812314
threshold=0.27834500000000006 1.0000000180025095e-35 0.20828500000000003 -1.0000000180025095e-35 -1.0000000180025095e-35 0.11875500000000001 0.12768500000000002 0.080930000000000016 0.088340000000000016 0.13796000000000003 0.11926500000000002 0.0015850000000000003 0.18019500000000002 1.0000000180025095e-35 -0.0063699999999999989 -0.056454999999999991 0.080335000000000018 0.093750000000000014 -1.0000000180025095e-35 0.13524500000000003 0.083370000000000014 0.081465000000000024 -0.096404999999999991 0.111945 -0.5335399999999999 1.0000000180025095e-35 -0.12333499999999999 -0.077024999999999996 -0.10217499999999997 -0.010034999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 6 -2 -3 10 7 12 14 11 23 29 13 17 27 -10 -4 18 28 20 21 22 -20 24 -5 26 -24 -9 -1 -6
right_child=3 4 16 5 9 -7 -8 8 15 -11 -12 -13 -14 -15 -16 -17 -18 -19 19 -21 -22 -23 25 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0039573112310470303 -0.0030010655919973385 -0.0031436363717545139 0.00084425049264900845 0.0029618778474272975 0.002856466646820648 -0.0027470876120579673 0.00021286651369337647 -0.0023246407000848492 0.0014142007344931948 -0.0011963331358470779 -0.00046150471622251115 -0.00028733531236409634 -0.001128463604692482 -0.0011226568174261438 -0.0012526521495564774 -0.0009890188638379256 0.0028561526046880638 -0.0042560305098510148 -0.0012183444134694953 -0.0012478418119391183 -0.0031125701266695488 -0.00026223086717036808 -0.0018898718690482598 0.0028293911931370512 -0.00014229465516956379 -0.0037665720532986183 -0.0032165861153734599 -0.0035238600365506377 -0.0032618130028662811 0.0014766750677627765
leaf_weight=11.109273344278334 5.4117920994758597 4.9982704818248775 3.3586028441786748 6.4996925070881844 12.0744258761406 3.1828740686178199 4.0573778897523871 6.7927575856447282 4.2445176616311073 2.7944435626268378 2.7704528719186774 2.9825334176421157 4.2770172804594031 4.0818869769573203 4.7329806536436108 4.1341071426868421 5.2224762439727783 6.0082652270793906 4.4833342730998984 4.2038593292236319 308.64261965453625 3.9674168750643721 8.0607889592647535 27.850209683179855 3.5808167308568937 9.8143476098775846 19.904295027256016 10.666227608919142 75.774394080042839 3.0329904928803435
leaf_count=52 27 25 23 45 91 14 22 34 23 16 15 16 21 23 22 21 39 28 21 20 1611 23 39 216 23 46 99 52 394 20
internal_value=0 -0.00270952 -0.00288663 0.00144591 0.00073625 0.00199432 -0.00297255 -0.00299887 -0.00187736 0.00166483 0.0023651 0.0021068 -0.00307335 -0.00309159 -0.0026724 0.000228425 0.0020687 -0.00310938 -0.00309393 -0.00303179 -0.00305292 -0.00265469 -0.00287928 0.00257155 0.00185921 -0.00307639 -0.00283417 -0.00305728 -0.00335074 0.00257946
internal_weight=0 529.419 503.537 49.2958 25.8827 43.884 494.955 490.898 30.5706 20.8844 40.7012 18.0899 460.327 456.05 22.192 8.37862 8.58108 451.969 445.96 359.077 354.873 46.2302 42.2628 37.9307 10.0805 37.7794 27.9651 17.459 86.8837 15.1074
internal_count=3121 2781 2613 340 168 313 2551 2529 152 143 299 127 2377 2356 108 44 62 2333 2305 1859 1839 228 205 284 68 184 138 86 446 111
is_linear=0
shrinkage=0.00238356


Tree=24
num_leaves=31
num_cat=0
split_feature=1 123 12 4 3 13 48 49 3 484 14 11 1 13 457 13 11 0 2 457 3 15 49 16 150 133 15 0 15 484
split_gain=140.415 33.954 21.5378 15.5467 10.9292 10.7372 10.5944 10.5803 9.72147 7.36989 9.16578 9.28669 6.77135 6.15184 5.42181 5.26171 4.6223 4.38203 3.21324 3.7794 2.84886 2.62495 2.40291 6.15429 2.43278 1.62118 1.38497 1.26428 3.98256 1.11608
threshold=0.104035 1.0000000180025095e-35 0.051320000000000005 0.27044500000000005 -0.11255999999999998 -0.0025349999999999995 0.12879500000000002 -0.054984999999999992 0.090900000000000009 -1.0000000180025095e-35 0.076175000000000007 0.081790000000000015 0.09253500000000002 0.14871000000000004 0.082380000000000009 -0.42195999999999995 0.087830000000000005 0.051010000000000007 0.11704500000000001 0.083190000000000014 0.088060000000000013 -1.0000000180025095e-35 -0.081604999999999997 0.0028900000000000006 -0.097839999999999996 -0.082724999999999979 -0.092334999999999987 -0.10011499999999998 -1.0000000180025095e-35 0.052175000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 5 7 9 25 18 -4 22 -1 11 13 -3 21 15 -10 -5 -15 19 20 -7 -11 23 -6 -24 -2 -9 28 -26 -17
right_child=2 12 3 16 8 6 -8 26 14 10 -12 -13 -14 17 -16 29 -18 -19 -20 -21 -22 -23 24 -25 27 -27 -28 -29 -30 -31
leaf_value=-0.0034771256474171405 0.00177388940201094 -0.00064868792553463299 0.0014936806090996226 0.0037921858752545013 -0.0025777699998174837 0.0018520904321918696 -0.0020799300258623741 -0.00095506731238264361 0.0012361548809818091 0.0043642555299398733 -0.0032457628642208543 -0.0026233878491807635 0.0029686325767307046 -0.0031247248476695458 0.001424400764095821 -0.0029658074518276278 0.00053464784852201791 0.0015189098788668358 0.0032068600733026562 0.0032667235190391884 -0.00096984327131898591 0.0016389536376639608 3.3653436057311588e-05 0.0020519374048625447 -0.0029006914354834088 0.0033471700142213919 -0.0030000467126485922 -0.0029103755409289308 0.00010552199367097289 -0.00078759804092844339
leaf_weight=6.581254579126834 5.4914425164461127 5.9209916368126896 6.3467794582247725 6.712957635521887 9.7066624015569669 4.7720983326435142 6.1947747915983191 2.9937887489795711 3.5880666747689256 4.4167820811271739 6.0618738606572142 5.2741933837532988 10.980934113264082 2.8736250922083846 6.0115140229463568 9.1930466741323453 6.2551488429307938 3.1848379075527191 9.001622334122656 4.447456717491149 6.0066622868180275 6.4838505163788813 2.2259286791086188 2.7359510734677306 12.825110107660295 42.933809384703636 13.855137683451177 159.44480898231268 4.3995439112186423 2.1593293175101289
leaf_count=51 32 34 33 36 72 26 34 16 16 21 49 46 61 27 30 64 33 14 51 24 33 33 16 15 111 254 119 1719 34 17
internal_value=0 -0.0020372 0.00157225 -0.000169899 -0.00229285 0.0023713 0.00110193 -0.00150654 -0.00252523 -0.000878376 -0.000273926 0.000536341 0.00170143 0.001519 -0.00076209 -0.00164186 0.00222092 -0.00068364 0.0019155 0.00115206 0.000279516 0.00274321 -0.0027183 -0.00155976 -0.00279888 0.00316876 -0.00263669 -0.00283457 -0.00213284 -0.00255149
internal_weight=0 264.068 115.012 36.1638 247.166 78.8479 30.4226 23.1957 212.29 34.8764 28.2952 22.2333 16.9019 16.9591 20.952 14.9404 12.9681 6.05846 24.2278 15.2262 10.7788 10.9006 191.338 12.4426 178.895 48.4253 16.8489 176.669 17.2247 11.3524
internal_count=3121 2430 691 237 2335 454 168 168 2094 241 190 141 95 95 127 97 69 41 134 83 59 54 1967 87 1880 286 135 1864 145 81
is_linear=0
shrinkage=0.00272645


Tree=25
num_leaves=31
num_cat=0
split_feature=1 123 47 52 52 3 3 123 3 484 14 4 1 15 12 51 50 1 50 49 3 2 49 16 0 1 16 12 3 51
split_gain=123.013 30.0166 19.5766 13.8145 12.3512 10.0497 9.11711 7.88274 9.18412 6.82842 8.3855 8.47297 6.01203 5.69365 4.50703 3.76523 5.08808 3.31217 2.91589 3.08406 2.36681 3.07879 2.26348 5.21654 2.13431 3.58118 2.05047 1.89462 2.60589 1.62501
threshold=0.104035 1.0000000180025095e-35 0.085770000000000027 -0.24456499999999998 0.19022000000000003 -0.11255999999999998 -1.0000000180025095e-35 0.08128500000000001 0.16158000000000003 -1.0000000180025095e-35 0.076175000000000007 -0.49013999999999996 0.09253500000000002 0.079055000000000014 0.083310000000000009 -0.096089999999999981 0.083640000000000006 0.078340000000000007 0.10965000000000001 0.26982 0.090900000000000009 0.081685000000000021 -0.081604999999999997 -0.0013749999999999997 -0.23091999999999999 0.079415000000000013 0.5136400000000001 0.092355000000000007 0.10893000000000001 0.11144500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 3 26 18 9 22 8 27 -1 11 -11 -3 14 -13 -8 20 -16 19 29 21 -17 23 -7 -22 -26 -2 28 -4 -5
right_child=2 12 7 4 -6 6 15 -9 -10 10 -12 13 -14 -15 17 16 -18 -19 -20 -21 24 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=-0.0037691931088138482 7.0755191555556261e-06 -0.00068979532837481539 0.00030409060892158641 0.0035127503885953523 -0.0012024870839206436 -0.0028669670989365579 -0.003450520019548793 0.0025002929506196233 0.00325000127686632 -0.0026886873138732368 -0.0035155769093704776 0.0045655396424518326 0.0030953256330370138 -0.0024841202523160338 -0.00090985589833320003 0.00077376757017831772 -0.0037462483536212332 0.0028345477924051547 0.00059997152995835935 0.00038309572017812679 0.0025865718314427798 -0.0028647909560976154 -0.0030817803773841991 0.0021267364715320336 0.0018174940849642752 -0.001714431926053812 -0.0035256481323618313 -0.0030752483277422236 -0.0028061918203132166 0.0015614746013860161
leaf_weight=6.2369395866990081 2.5632224529981604 5.8396521657705334 4.9772366955876439 57.101282477378845 6.5840220227837554 7.4109551683068275 5.8109844028949729 6.0607448518276206 3.3170971274375907 5.4158220365643528 5.738908238708972 5.2300620675087037 10.411686822772024 2.5356209576129904 4.0492789819836599 3.4006549715995842 4.3743058368563643 4.3893091380596161 3.9821183532476416 3.2166267633438101 3.4258473888039616 5.3122658729553223 158.07140462845564 2.4922816902399045 4.6360983699560112 5.7143368571996689 3.4184264466166496 9.5290651097893697 4.641198456287384 4.0768586695194236
leaf_count=51 15 34 25 362 36 59 62 34 18 42 49 26 61 23 25 17 32 25 20 16 17 33 1809 14 20 31 38 78 29 20
internal_value=0 -0.00218898 0.00160538 0.00235499 0.00270345 -0.00246123 -0.0027143 -0.000521662 -0.00133696 -0.000949774 -0.00030704 0.000544644 0.0017352 0.00162529 0.00238762 -0.00127117 -0.000799747 0.00103779 0.00307955 0.00323288 -0.000226632 -0.00144466 -0.00299502 -0.00161023 0.00054372 -0.000132435 -0.00201183 -0.0021316 -0.00119672 0.00338272
internal_weight=0 250.496 109.468 80.9426 74.9609 234.245 200.649 28.5253 22.4646 33.5959 27.359 21.6201 16.2513 16.2043 13.6687 32.6745 26.8635 8.43859 68.3769 64.3948 22.4892 8.71292 167.975 9.90324 13.7763 10.3504 5.98165 19.1475 9.61844 61.1781
internal_count=3121 2430 691 507 454 2335 2094 184 150 241 190 141 95 99 76 212 150 50 418 398 118 50 1882 73 68 51 53 132 54 382
is_linear=0
shrinkage=0.00298592


Tree=26
num_leaves=31
num_cat=0
split_feature=1 123 12 1 13 3 3 4 48 484 11 15 1 51 50 15 1 2 457 16 2 0 49 16 16 133 43 150 16 2
split_gain=107.306 26.3986 17.3436 13.5452 9.63769 9.22039 8.87249 8.79582 8.43359 6.11998 7.7179 10.0853 5.22017 3.5151 4.57312 3.17313 3.13635 3.05171 3.41608 2.64408 2.90699 2.51349 2.27852 4.81587 2.06978 1.75655 1.62245 1.48503 1.41242 2.88502
threshold=0.104035 1.0000000180025095e-35 0.051320000000000005 0.13021500000000003 -0.0025349999999999995 -0.11255999999999998 -1.0000000180025095e-35 0.23246000000000003 0.12879500000000002 -1.0000000180025095e-35 0.081790000000000015 0.079055000000000014 0.09253500000000002 -0.096089999999999981 0.083640000000000006 0.013270000000000002 0.077845000000000011 0.11704500000000001 0.083190000000000014 -0.014034999999999997 0.090675000000000019 -0.047369999999999995 -0.081604999999999997 1.0000000180025095e-35 -0.010699999999999999 -0.082724999999999979 -0.00067499999999999993 -0.094239999999999977 -0.16927999999999996 0.092365000000000017
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 4 7 25 9 22 -4 17 -1 11 16 -3 -8 15 19 -11 18 21 20 -15 -6 23 -7 -5 -2 -9 -24 29 -29
right_child=2 12 3 24 8 6 13 26 -10 10 -12 -13 -14 14 -16 -17 -18 -19 -20 -21 -22 -23 27 -25 -26 -27 -28 28 -30 -31
leaf_value=-0.0031990876004300076 0.0013792626793451587 -0.00054164809115927093 -0.0027918813453860487 0.0033030044996540191 -0.00086871341703920256 -0.0023966983572378418 -0.0029515146549933639 -0.00063239037379306793 -0.0018789615711777184 0.00058336558695519893 -0.0025983582249248238 -0.0025592042326467862 0.0025498359058587737 -0.0015495197726483243 -0.0031746747710402917 -0.002463382938568336 0.0030206263001868149 0.0028752102071841522 0.0029079006080195663 0.0015329244927932842 0.001057077289764807 0.001815413199731004 -0.00033908026422754264 0.0018210870821675062 0.00086651200783005036 0.0030143496642947637 0.0013516792303663533 0.00037864454852558073 -0.0027130173489152277 -0.0028797231196773308
leaf_weight=5.7547344788908985 4.9787973016500464 5.8010707795619956 12.325770556926729 5.8986050635576248 6.569025285542013 7.0649317204952222 5.3222288638353374 5.3671889156103134 5.8944982588291159 7.6988706737756782 6.9083544984459868 5.0315792858600608 9.8831661790609342 7.0745325237512677 4.042055904865264 3.4429337233304969 6.5311211049556732 8.0382998287677747 3.994326338171958 6.7501011788845053 4.810477539896965 3.6223881393671071 1.8812513053417195 2.4365830346941948 3.8605267778038961 37.636368706822395 5.6747319400310499 3.0507726818323126 136.04784541577101 4.5027658641338348
leaf_count=51 32 34 120 37 36 60 62 26 34 41 66 47 61 38 32 23 36 51 24 33 24 23 17 13 22 254 32 29 1712 51
internal_value=0 -0.00183543 0.00132418 -0.000220592 0.00204764 -0.00206829 -0.00228828 -0.00128964 0.000872055 -0.000783651 -0.000252499 0.000588866 0.0014064 -0.00103529 -0.000644835 -0.000181671 0.00170199 0.00160171 0.000880083 0.000239887 -0.000494495 8.53199e-05 -0.00254249 -0.00131508 0.00233917 0.00282332 0.000387275 -0.00262265 -0.00265256 -0.00156371
internal_weight=0 234.035 103.861 33.1268 70.7337 218.351 186.426 23.3677 28.1185 31.9247 26.1699 19.2616 15.6842 31.4423 26.1201 22.078 14.23 22.224 14.1857 18.6351 11.885 10.1914 154.984 9.50151 9.75913 42.6152 11.0419 145.483 143.601 7.55354
internal_count=3121 2430 691 237 454 2335 2094 178 168 241 190 124 95 212 150 118 77 134 83 95 62 59 1882 73 59 286 58 1809 1792 80
is_linear=0
shrinkage=0.00258699


Tree=27
num_leaves=31
num_cat=0
split_feature=1 12 12 4 13 39 47 15 3 4 43 1 0 11 133 16 52 2 3 4 16 48 1 160 49 47 48 1186 394 3
split_gain=128.886 26.0476 20.473 15.9783 12.7417 11.1646 10.1023 8.81057 8.562 8.77929 7.75049 5.94152 4.71726 4.35933 3.90923 5.1084 4.57139 5.68316 3.84988 3.49078 3.12899 2.92085 2.88829 2.72129 2.15077 1.62746 2.53056 1.56779 2.39276 1.23705
threshold=0.10089500000000001 0.051320000000000005 0.079890000000000017 0.27044500000000005 -0.0025349999999999995 0.14059500000000003 0.096475000000000019 0.035560000000000008 0.097915000000000016 0.40124500000000002 -0.079109999999999986 1.0000000180025095e-35 -0.10324499999999999 0.087830000000000005 -1.0000000180025095e-35 0.16703000000000004 0.10898500000000001 0.090545000000000014 0.12178000000000001 -0.15764999999999998 0.013515000000000001 0.091545000000000015 0.12337000000000002 0.083670000000000008 -0.14917999999999998 0.090100000000000013 0.11714000000000001 0.085175000000000015 -0.089309999999999987 -0.10831999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 10 5 25 12 7 18 9 19 11 20 -3 -5 -12 16 17 23 -6 21 -1 29 -8 -16 -21 -2 -27 -26 -29 -4
right_child=1 3 8 13 6 -7 22 -9 -10 -11 14 -13 -14 -15 15 -17 -18 -19 -20 24 -22 -23 -24 -25 27 26 -28 28 -30 -31
leaf_value=-0.0023322909528906972 0.0032484660417563325 0.00026783803593366404 -0.0011820880672369835 0.0034817115453550191 0.0030411940639322593 0.0037109340633298899 -0.0030799417633383978 -0.0020281394826608735 0.0011349210717496803 0.0033381426721129036 -0.0029320153350676894 0.0026663861740093731 -0.0026621795388692849 0.00046146203682432798 -0.00013857982505116682 -0.0030743038692653112 -0.0031086853981685493 0.0018709746493997398 0.00030110348767259842 -0.00055579206716521788 0.001299700070371989 0.0012580346837667959 4.7148120842024873e-05 -0.0028370787187245914 -0.0027286059023540312 0.00040185006979675961 0.0033752818160770449 -0.00295993388896817 0.0011125881783576553 -0.0032424422960052454
leaf_weight=3.7228422686457616 42.35049469769001 4.7706215679645565 6.1019093990325919 6.752274885773657 16.28864964097739 2.5601090341806403 4.3700327426195127 3.6284235641360274 4.6939427852630606 1.7939191162586201 7.0070444196462622 7.9474924504756927 19.817119918763641 6.6253997385501862 9.2764426544308751 5.391925983130931 3.3517541736364356 8.6530757024884206 4.6018051654100409 3.3835435658693305 2.9952551051974297 2.704164430499076 3.9215886518359184 3.6416182294487944 157.56071226298809 3.8486973196268064 4.1760622411966324 2.1675589382648468 1.8896111324429501 3.062629133462905
leaf_count=26 264 24 41 37 95 13 25 18 20 9 59 43 176 35 57 54 30 42 24 19 15 15 24 21 1826 20 25 23 18 23
internal_value=0 0.00135876 -0.00197628 -0.000380297 0.00220597 -0.00154629 0.000923152 0.00177674 -0.00239172 -0.00248437 -0.000511025 0.00111835 -0.00209368 0.00198591 -0.00115129 -0.000739683 -0.000234602 0.000211978 0.0024376 -0.00254343 -0.000712972 -0.00115779 -0.00160096 -0.00089929 -0.0026431 0.0030415 0.00194922 -0.0026868 -0.00106317 -0.00187062
internal_weight=0 123.711 235.345 40.5255 83.1858 27.1479 32.8105 24.5189 183.358 178.664 51.9875 14.6656 24.5877 13.3777 37.3219 30.3148 24.9229 21.5711 20.8905 176.87 6.7181 11.8687 8.29162 12.9181 165.001 50.3753 8.02476 161.618 4.05717 9.16454
internal_count=3121 780 2341 285 495 213 186 137 1994 1974 347 84 200 72 263 204 150 120 119 1965 41 79 49 78 1886 309 45 1867 41 64
is_linear=0
shrinkage=0.00264529


Tree=28
num_leaves=31
num_cat=0
split_feature=1 52 12 47 50 3 0 15 4 43 52 1 16 133 52 2 4 16 48 15 160 1 0 15 1186 394 0 12 1 0
split_gain=163.947 31.9069 26.4393 20.1363 13.241 10.9165 9.99507 9.55221 9.47993 9.09391 6.02692 6.01608 4.4909 6.06915 5.30241 5.85801 3.87561 3.55484 3.38386 4.14227 3.16333 3.1272 3.10481 2.19514 1.55688 2.06455 1.21858 0.991227 4.13416 0.974017
threshold=0.10089500000000001 -0.40306999999999998 0.079890000000000017 0.086785000000000015 0.11843500000000001 0.097915000000000016 -0.062294999999999996 -0.15026499999999995 0.40124500000000002 -0.079109999999999986 0.19022000000000003 1.0000000180025095e-35 0.15273500000000004 -1.0000000180025095e-35 0.10898500000000001 0.090545000000000014 -0.15764999999999998 0.013515000000000001 0.12879500000000002 0.035560000000000008 0.083670000000000008 0.13210500000000003 0.11070500000000001 0.14654000000000003 0.085175000000000015 -0.089794999999999986 -0.11437499999999999 0.083370000000000014 0.080585000000000004 -0.053834999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 29 9 4 10 8 7 -5 16 11 18 17 13 -11 15 20 22 -1 19 -3 26 -9 -4 24 27 -26 -15 28 -18 -2
right_child=1 3 5 6 -6 -7 -8 21 -10 12 -12 -13 -14 14 -16 -17 23 -19 -20 -21 -22 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=-0.0021601041831217842 -0.0011162137550051519 0.0032579191721385323 0.00018581591207586333 0.0016659865655157485 -0.0019614053491879176 0.0015481568017283681 0.0029058793044977856 -0.0027033018284114496 0.0033362954088178636 -0.0030642897282268954 0.00029806373971369183 0.0028275121490666084 -0.0028134190011987041 0.0010258781517494828 -0.0030358927041814207 0.0020664462285306284 -0.002971210127500532 0.0016092533739724896 0.00094765057523361798 0.0010829292225113954 -0.0027304904961847711 0.00032286231753615328 -0.0024507846209435727 -0.0006481737730329309 -0.0029118815608902139 0.00075542639345285581 -0.00087094255983101606 -0.0027535639116668788 0.0012624289095441905 -0.0029938742410886635
leaf_weight=3.7087358683347693 2.3765587136149398 74.651081562042236 6.164857439696787 6.9268269836902663 4.1623511239886275 4.6806846857070914 6.3084221929311743 10.99639819562435 1.880217283964156 5.3440466523170498 6.1833188086748114 8.5848899334669095 7.337854988873004 4.8878335133194941 3.3946094065904608 8.968299634754656 5.6537128910422316 3.1032102555036545 5.3274714648723593 6.4216065108776084 3.6176210716366759 2.9178283363580713 5.9046553075313568 3.7057864665985099 2.0947118699550629 2.0521258786320677 4.2983241677284276 158.45724716037512 2.1497956514358521 8.676763787865637
leaf_count=26 21 401 38 36 25 20 32 74 9 45 30 43 68 30 30 42 57 15 23 31 21 19 41 26 22 19 27 1747 15 88
internal_value=0 0.00164022 -0.0019241 0.00201764 0.00257261 -0.00237187 4.00372e-05 -0.000827431 -0.00246944 -0.0003032 0.00277645 0.00138057 -0.00098816 -0.000549184 -1.51118e-05 0.000455876 -0.00252807 -0.000442958 0.00295381 0.00308564 -0.000672235 -0.00206871 -0.00110406 -0.00262678 -0.00266981 -0.00109706 0.000138331 -0.00270904 -0.00180488 -0.00259016
internal_weight=0 134.949 245.989 123.895 96.7458 192.744 27.1495 20.8411 188.063 53.2454 92.5835 15.3968 37.8486 30.5107 25.1667 21.7721 186.183 6.81195 86.4002 81.0727 12.8038 13.9142 12.0695 174.113 170.408 4.14684 9.18616 166.261 7.80351 11.0533
internal_count=3121 780 2341 671 510 1994 161 129 1974 347 485 84 263 195 150 120 1965 41 455 432 78 93 79 1886 1860 41 57 1819 72 109
is_linear=0
shrinkage=0.00259861


Tree=29
num_leaves=31
num_cat=0
split_feature=1 12 12 3 4 457 39 150 3 4 43 1 14 38 150 0 3 0 4 16 474 49 3 16 48 13 48 1429 11 1
split_gain=108.109 22.4728 18.1771 13.7148 14.8406 9.28686 11.6919 8.1003 7.68798 7.58944 6.28814 4.98897 4.69939 4.43926 4.137 3.78644 3.48002 4.18001 3.69177 3.43981 3.34126 2.58747 2.37551 2.81404 2.89366 4.44657 2.37423 2.18099 1.69747 1.62093
threshold=0.10089500000000001 -0.064509999999999984 0.079890000000000017 0.16158000000000003 0.27834500000000006 0.080930000000000016 0.16946000000000003 -1.0000000180025095e-35 0.097915000000000016 0.40124500000000002 -0.079109999999999986 1.0000000180025095e-35 -0.45687499999999998 0.10657000000000001 0.10888500000000001 -0.10607499999999999 -0.097604999999999983 -0.060129999999999996 -0.27825499999999997 0.023255000000000001 0.084660000000000027 -0.14811499999999997 -0.10023499999999998 -0.056919999999999991 0.085845000000000019 -1.0000000180025095e-35 0.088875000000000023 0.08401500000000002 0.090920000000000015 0.078340000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 13 10 4 5 6 15 -6 9 16 11 19 -9 -2 20 26 17 27 29 -1 22 -18 -12 24 25 -24 -3 -4 -14 -19
right_child=1 3 8 -5 7 -7 -8 12 -10 -11 14 -13 28 -15 -16 -17 21 18 -20 -21 -22 -23 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0032019690995328549 0.0044070188357634875 0.00097947329790286516 -0.0037305894154121577 0.0040832488605945351 -0.002647722543580755 0.0034981734032460375 0.0056271353841698627 -0.00013309371236790361 0.001434064989969594 0.0043798358588100321 0.0003371123099004151 0.0034462731218616923 0.0044709994745651144 -0.00028812575858669869 0.0030001136671491406 -0.0034921336547901866 -0.00039980337652182609 -0.00052636870352806007 0.0027791629476210293 0.0021583859655594558 0.0008867773374236893 -0.0037448108983363054 -0.0032417091146469505 -0.0040671294667223188 -0.0036916220283840589 0.0024980873521659838 -0.0029590722303647994 0.00036760952134281611 0.0016353005962838341 -0.0042812141091214924
leaf_weight=3.7756312638521177 35.436990261077881 4.9945090487599355 16.184536956250675 12.8265323638916 4.1081953048706081 4.4097558557987204 2.40956687927246 5.097646132111552 4.6570366173982611 1.6894331425428379 3.8165565058588973 7.4652186632156372 13.39029970765114 2.9173868894577017 2.5435244739055625 23.334664382040504 3.171597331762313 4.1045627817511559 3.3639219701290113 2.7839004918932915 5.0716276839375487 128.68713911622763 3.2838039398193359 11.569287940859798 5.0242238342761993 4.0159104987978935 3.4734316393733025 1.9473030492663372 3.5812728554010382 2.4618701413273811
leaf_count=27 234 26 175 83 22 22 12 30 20 9 22 43 84 18 12 207 20 24 21 14 39 1690 28 106 32 24 22 13 20 22
internal_value=0 0.00175879 -0.00262162 0.000626772 -5.74112e-05 -0.00149886 -0.00214295 0.00206929 -0.00320034 -0.00333389 -0.000671798 0.00140084 0.00294736 0.00404989 -0.00149468 -0.00273166 -0.00341538 -0.00224549 -0.000337492 -0.000927006 -0.00184343 -0.00366435 -0.00234313 -0.00277126 -0.00155474 -8.39816e-05 -0.000636063 -0.00329046 0.00387262 -0.00193413
internal_weight=0 115.98 215.617 77.6259 64.7993 38.6219 34.2122 26.1774 166.267 161.61 49.3497 14.0248 22.0692 38.3544 35.3249 31.8026 159.921 28.0622 9.93035 6.55953 32.7814 131.859 27.7098 23.8932 12.3239 7.29971 8.46794 18.1318 16.9716 6.56643
internal_count=3121 780 2341 528 445 289 267 156 1994 1974 347 84 134 252 263 255 1965 255 67 41 251 1710 212 190 84 52 48 188 104 46
is_linear=0
shrinkage=0.00365857


Tree=30
num_leaves=31
num_cat=0
split_feature=1 12 12 3 4 48 457 39 3 4 43 49 1 14 38 3 49 4 0 3 42 41 52 16 16 16 16 50 151 51
split_gain=94.1743 19.9702 16.8534 12.0132 12.5955 8.367 7.86137 8.76953 6.97335 6.65889 5.30943 4.69531 4.25293 4.19713 4.15172 3.61356 3.5139 3.49738 4.63632 5.84808 3.31237 4.07558 3.79389 3.64249 3.126 2.89793 2.22648 2.11323 2.0526 1.69898
threshold=0.10089500000000001 -0.064509999999999984 0.079890000000000017 0.16158000000000003 0.27834500000000006 0.12230500000000001 0.080930000000000016 0.12768500000000002 0.097915000000000016 0.40124500000000002 -0.079109999999999986 -0.24768999999999997 1.0000000180025095e-35 -0.45687499999999998 0.10657000000000001 -0.097604999999999983 0.13984500000000002 -0.46376499999999993 -0.030209999999999997 0.090900000000000009 -1.0000000180025095e-35 0.078475000000000017 -0.12005499999999998 -0.0083599999999999976 -0.094359999999999986 0.023255000000000001 0.033715000000000009 0.10450500000000001 -0.076249999999999984 0.084305000000000019
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 14 10 4 6 13 7 16 9 11 12 -4 25 -6 -2 20 26 -12 19 29 -13 22 -22 -24 -21 -1 27 -3 -15 -19
right_child=1 3 8 -5 5 -7 -8 -9 -10 -11 17 15 -14 28 -16 -17 -18 18 -20 24 21 -23 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0021727295007548217 0.0030819199949979567 -0.00072564218060494417 0.0010463476520468625 0.0028344882937162263 -8.5987537834846553e-05 -0.0023799279655333356 0.0023342819650505288 0.0027948970533384575 0.00092851508080735862 0.0029624411591840641 -0.0031250706918537732 -0.0028901885330814168 0.0023328897504442318 0.0009400531964105592 -0.00018580509245797708 -0.0026545450712045352 0.00065222899014765379 -0.0023638969629307606 0.0023321298661974363 -0.0016189625942397063 -0.0025787113961240156 -0.0030903134016710665 -0.0013994607787924708 0.0019504369785195419 0.0016127345522275905 0.0013994605787592137 -0.0029448223852927666 -0.0030933904488881759 0.0031404718217009284 -0.00018160838738365783
leaf_weight=3.6064097285270673 32.893250316381454 8.9444138482213074 2.6851513832807532 11.989685930311678 5.1011453419923845 3.4979130029678336 4.2795522511005393 3.0435201823711386 4.650638833642005 1.6186165809631337 4.6442655883729449 8.7512995377182978 7.1468740701675415 3.792669206857691 2.9245031401514998 119.29896043241024 3.3342622742056838 13.717409662902361 3.1687824651598957 3.0101516172289848 3.3179895505309132 4.3933081552386275 3.6047098487615603 5.931503184139725 6.6023932397365552 2.7763593569397926 13.710356011986731 3.6729636788368216 12.849029228091231 3.0038996189832678
leaf_count=27 234 48 14 83 30 18 22 16 20 9 53 114 43 25 18 1700 21 118 18 18 30 41 28 38 38 14 148 34 83 18
internal_value=0 0.00120339 -0.00181877 0.000425549 -3.86061e-05 0.00139274 -0.00101544 -0.00145376 -0.0022409 -0.00233942 -0.000453024 -0.00239741 0.000940344 0.00199968 0.00281511 -0.00246106 -0.0018897 -0.0010051 -0.00067138 -0.0010328 -0.0015732 -0.000904969 -0.000158062 0.000684168 0.000600734 -0.000618908 -0.00221162 -0.0014149 0.00263899 -0.00197186
internal_weight=0 110.033 201.929 74.2155 62.2258 25.2408 36.9851 32.7055 154.252 149.602 47.6765 147.983 13.5296 21.7428 35.8178 145.298 29.662 34.1469 29.5026 26.3339 25.9988 17.2475 12.8542 9.53621 9.61254 6.38277 26.3277 12.6174 16.6417 16.7213
internal_count=3121 780 2341 528 445 156 289 267 1994 1974 347 1965 84 138 252 1951 251 263 210 192 251 137 96 66 56 41 230 82 108 136
is_linear=0
shrinkage=0.00262822


Tree=31
num_leaves=31
num_cat=0
split_feature=1 123 47 52 52 3 3 123 3 15 11 1 1 51 50 2 50 3 2 49 16 48 457 1 16 12 3 3 48 42
split_gain=121.511 30.2732 18.4637 13.3348 11.7915 10.8759 10.0497 7.67358 8.93377 7.1423 9.65166 5.21562 4.56288 4.05567 5.53739 3.40135 2.92397 2.67497 2.86394 2.51232 6.001 2.48711 2.44919 3.29762 2.09106 1.9511 2.61343 1.83001 1.43186 1.37045
threshold=0.104035 1.0000000180025095e-35 0.085770000000000027 -0.24456499999999998 0.19022000000000003 -0.11255999999999998 -1.0000000180025095e-35 0.08128500000000001 0.16158000000000003 0.024640000000000006 0.081790000000000015 0.09253500000000002 0.077845000000000011 -0.096089999999999981 0.083640000000000006 0.092120000000000021 0.10965000000000001 0.090900000000000009 0.082850000000000021 -0.081604999999999997 1.0000000180025095e-35 0.12879500000000002 0.082380000000000009 0.079415000000000013 0.5136400000000001 0.092355000000000007 0.10893000000000001 -0.14186499999999996 -0.084964999999999985 -0.092814999999999981
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 3 24 16 9 19 8 25 10 12 -3 15 -8 17 -1 21 18 -15 20 -7 28 23 -19 -2 26 -4 -11 -5 -30
right_child=2 11 7 4 -6 6 13 -9 -10 27 -12 -13 -14 14 -16 -17 -18 22 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=-0.0027565050824937668 9.5836738201229943e-05 -0.00044390381614992948 0.00042313121790490244 0.0015770650528150415 -0.0010693816973065802 -0.0027739840711030368 -0.0033789364650062799 0.0025410230484243785 0.0032125626634291931 -0.0034278313525222658 -0.0028883090014671159 0.003051683178158284 0.0031145124061697244 0.00068808705566973736 -0.0036679117954716667 0.001212754133943313 0.00061507519085487485 0.0016179192553114321 -0.0027702379635097534 -0.0030017168536926988 0.0026505488144228334 0.0010353733779054802 0.0023367612864115361 -0.0020969881641427343 -0.0034643982704112373 -0.002971057117305111 -0.0026693171823124083 -0.00050781065843366526 0.0017603864073202835 0.003605841317936532
leaf_weight=2.7349252402782458 2.5280113965272895 5.6836014539003399 4.914258025586614 3.6071736961603156 6.4936634749174109 7.1887657418847066 5.5834222361445454 6.0660578310489646 3.3612114489078513 8.1624866425991041 6.3558574169874182 10.487612336874006 7.2529579922556868 3.560465328395372 4.3119915947318068 5.8567212149500847 3.9414701908826819 4.1709564477205259 4.9327704757452011 150.06954852491617 2.3325689509510994 4.2027581334114066 5.3215093314647666 4.0838110372424126 3.2640102431178093 9.0454569756984693 4.5402391329407692 2.3979014828801146 3.7163255959749213 53.503564953804016
leaf_count=22 15 34 25 20 36 60 62 34 18 74 58 61 39 19 32 28 20 18 31 1809 13 19 26 24 38 78 29 20 20 339
internal_value=0 -0.00206007 0.00167808 0.00238653 0.00271633 -0.00234001 -0.00260761 -0.000383226 -0.00119465 -0.000775365 0.000170973 0.00182311 0.00139816 -0.00110363 -0.000622079 -5.07554e-05 0.00307276 -2.69772e-05 -0.00132047 -0.00290885 -0.00144506 0.00322172 0.000782222 -0.000219925 -0.00191048 -0.00199539 -0.00106192 -0.00276479 0.00337278 0.00348598
internal_weight=0 240.488 109.184 81.257 75.465 224.317 191.556 27.9272 21.8612 32.7608 22.2005 16.1712 15.8446 31.9649 26.3815 8.59165 68.9713 22.0695 8.49324 159.591 9.52133 65.0298 13.5763 8.25477 5.79202 18.5 9.4545 10.5604 60.8271 57.2199
internal_count=3121 2430 691 507 454 2335 2094 184 150 241 147 95 89 212 150 50 418 118 50 1882 73 398 68 42 53 132 54 94 379 359
is_linear=0
shrinkage=0.00293864


Tree=32
num_leaves=31
num_cat=0
split_feature=1 12 12 47 4 50 3 4 52 51 48 43 133 2 1 49 1 38 42 3 49 42 11 160 15 160 52 2 159 43
split_gain=87.5904 18.686 16.2734 11.2996 13.159 10.0269 6.6512 6.20996 5.08462 5.63617 4.9983 4.96273 5.16851 4.60923 4.58308 4.28331 4.09984 3.90708 3.72025 3.62589 3.27203 3.17147 3.80113 3.01075 2.28265 2.2254 2.27965 1.9478 1.65423 1.65204
threshold=0.10089500000000001 -0.064509999999999984 0.079890000000000017 0.086785000000000015 -0.036839999999999991 0.11375500000000001 0.097915000000000016 0.40124500000000002 0.19022000000000003 -0.096089999999999981 0.12879500000000002 -0.079109999999999986 -1.0000000180025095e-35 0.11704500000000001 0.14000500000000002 -0.24768999999999997 1.0000000180025095e-35 0.10657000000000001 -0.054814999999999996 -0.097604999999999983 -0.083094999999999988 -1.0000000180025095e-35 1.0000000180025095e-35 -0.079279999999999975 -0.14712999999999996 -0.072114999999999985 -0.066844999999999988 0.073895000000000002 0.082105000000000025 -0.074359999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 17 8 4 13 10 7 15 9 -1 18 16 -13 -3 24 -4 -11 -2 -6 21 -14 -17 28 -20 -5 -22 -27 -28 -23 -26
right_child=1 3 6 14 5 -7 -8 -9 -10 11 -12 12 20 -15 -16 19 -18 -19 23 -21 25 22 -24 -25 29 26 27 -29 -30 -31
leaf_value=-0.0034846933674908542 0.0036341994422327425 -0.0028438133106590178 0.0010500831078159136 8.7813182461814749e-05 0.0001566000831717334 -0.003400452460667953 0.001052211433011862 0.0034158443411289865 -0.0039735585338228178 -0.00014080368025894824 -0.0014657464452184573 -0.0033089869753154177 -0.0030056204398849575 0.0017226424405510777 0.0016484181250451019 -0.003432871625397042 0.0036128220761622587 -0.00014425224924143715 0.001166827630975088 -0.0031482577144141882 0.0026679332480215481 0.0014421311578296523 -0.0025974847216638968 0.0037488014170905582 -0.0014154622856713294 -0.0016875032134333972 -0.0010336039316410782 0.001962159693349343 -0.0013542045167543421 -0.0036816502615840997
leaf_weight=4.6282584965229026 31.557222194969654 8.5882572233676893 2.7528305500745764 3.4670605733990714 4.2859559804201117 3.0019274353981009 4.6604062318801871 1.5889717787504185 3.8606009632349005 5.2738950997591001 2.8041490018367758 5.3845925703644779 2.8408994153142002 2.9278065264224997 3.782828375697135 8.2533792927861231 6.3174379467964172 2.9565977379679671 5.4375425726175335 113.82770948857069 4.0759667307138505 5.4544293060898799 8.2268612459301931 24.84354405105114 5.289987482130531 4.9652930870652243 3.2562073171138657 6.2760994285345078 3.3876332193613052 7.9577143974602187
leaf_count=61 234 88 14 20 25 21 20 9 36 31 12 52 19 19 20 114 40 18 34 1700 23 37 80 170 54 30 23 32 20 65
internal_value=0 0.00140752 -0.00213227 0.000500178 0.00128064 0.00212595 -0.00264296 -0.00276297 -0.000518329 -0.000208248 0.00256987 0.000186753 -0.000556425 -0.00168285 -0.00147555 -0.00283216 0.00190497 0.00331052 0.00289725 -0.00290896 0.000135697 -0.0018333 -0.00105986 0.00328516 -0.00218255 0.000616174 3.9326e-05 0.000938816 0.000370779 -0.00277673
internal_weight=0 106.901 195.031 72.3868 51.8892 40.3731 148.152 143.492 46.8793 43.0187 37.3712 38.3904 26.7991 11.5161 20.4976 141.903 11.5913 34.5138 34.567 139.15 21.4145 25.3223 17.0689 30.2811 16.7148 18.5736 14.4976 9.53231 8.84206 13.2477
internal_count=3121 780 2341 528 369 262 1994 1974 347 311 241 250 179 107 159 1965 71 252 229 1951 127 251 137 204 139 108 85 55 57 119
is_linear=0
shrinkage=0.00314295


Tree=33
num_leaves=31
num_cat=0
split_feature=1 123 52 52 47 457 3 52 15 11 13 454 15 1 48 12 133 51 52 48 1 1 0 0 2 2 0 47 151 151
split_gain=76.4171 20.085 12.6845 11.9706 9.25402 9.02015 7.72871 7.37031 5.23004 7.24168 4.68306 4.6581 4.53403 4.19491 6.38775 3.44654 3.43323 3.12418 2.85042 2.83975 2.34976 2.31106 1.85453 4.25231 1.80348 2.91544 1.70048 1.55801 1.48924 1.48903
threshold=0.104035 1.0000000180025095e-35 -0.28430999999999995 0.26391000000000003 0.088195000000000009 0.080930000000000016 -0.11255999999999998 0.08709500000000002 0.024640000000000006 0.081790000000000015 -0.42195999999999995 0.085470000000000004 -0.15026499999999995 0.086105000000000015 0.088965000000000002 -1.0000000180025095e-35 0.085075000000000026 0.11144500000000002 -0.010034999999999999 0.10078500000000001 0.077845000000000011 0.12408500000000001 -0.10011499999999998 -0.10224499999999999 0.11510000000000002 0.10882500000000002 -0.053834999999999994 0.13011000000000003 -0.086654999999999982 -0.27559499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 26 4 15 6 8 12 9 20 -8 22 -6 14 -7 -4 18 19 -3 24 -1 -5 23 -12 25 -17 -2 -14 -15 -24
right_child=2 16 3 21 7 13 10 -9 -10 -11 11 -13 27 28 -16 17 -18 -19 -20 -21 -22 -23 29 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00027218651927910572 1.3023313841164115e-05 0.0017292060967841181 0.0034872444227527595 -0.0030546356556807913 0.0016712971531402645 -0.0026735078117917041 0.0005252604961178361 0.0043650570222052943 -0.0027772361534201544 -0.0030255994654152583 -0.0024163893820606823 0.0017888628468028249 -0.001037413593416299 0.0033008737871390481 0.0029001884093446456 0.0028372744821749535 0.0032372738756765921 -8.6436858534910235e-05 -0.0018913687234299423 -0.00035505746008019425 0.0029252324479851969 0.00049535225375967875 -0.00037914237443097869 0.0020004570019448087 0.0035188813951185041 -0.00033242320192058451 -0.0030916741232979591 -0.0036343894510447918 0.00055945362077587581 -0.0029605295659614599
leaf_weight=7.471167474985128 2.1369629241526127 4.7388635873794556 25.392640464007854 4.8213047049939624 5.0008084475994119 7.4596095904707926 4.0367994308471671 3.1306868866085997 8.0517140254378301 4.6407608501613131 16.656532015651468 1.9823783561587323 7.0478840433061123 2.8224923834204674 2.3584110252559185 8.9707828238606506 6.0465178415179253 5.0855312794446936 3.1576662734150869 2.8715092986822119 4.7646010033786297 2.390482097864151 1.9825209528207768 2.1440673656761637 12.851648941636084 3.5215386152267447 5.4794243723154059 2.818197526037693 4.448828972876071 109.83734881132841
leaf_count=42 19 32 208 37 29 84 21 20 91 54 166 13 52 16 14 59 42 26 21 15 29 16 28 26 99 24 67 20 29 1722
internal_value=0 -0.00184919 0.00142713 0.00175825 0.00210019 -0.00211551 -0.00233124 0.000248337 -0.000819612 0.000114362 -0.00260701 -0.00270237 -0.000618567 -7.5947e-05 -0.00133464 0.00266803 0.00156324 0.00204337 0.00028141 0.00242724 0.00130528 -0.00187793 -0.00277053 -0.00191268 0.00274248 0.00194375 -0.00222058 -0.00177923 0.00162358 -0.00291476
internal_weight=0 192.6 91.5194 83.903 76.6912 178.657 161.568 17.9976 24.9282 16.8765 136.64 132.603 14.8669 17.0893 9.81802 58.6937 13.943 33.301 7.89653 28.2155 12.2358 7.21179 130.62 18.8006 25.344 12.4923 7.61639 9.86608 7.27132 111.82
internal_count=3121 2430 691 605 552 2335 2192 121 216 125 1976 1955 101 143 98 431 95 223 53 197 71 53 1942 192 182 83 86 72 45 1750
is_linear=0
shrinkage=0.00295206


Tree=34
num_leaves=31
num_cat=0
split_feature=1 12 12 3 4 39 457 0 16 150 14 4 0 1 47 4 150 11 38 457 49 0 43 43 151 48 14 49 475 15
split_gain=66.7099 15.0827 13.8738 9.42696 8.97145 7.77505 7.18263 6.45544 6.26783 6.21595 4.69192 4.84052 7.54791 6.99762 6.20656 4.94049 5.55071 3.81586 3.66739 3.51792 3.84354 3.10618 2.87554 3.38346 2.2839 1.94523 1.81837 1.34549 1.33717 3.64315
threshold=0.10089500000000001 -0.064509999999999984 0.079890000000000017 0.16158000000000003 0.27834500000000006 0.16946000000000003 0.080930000000000016 0.041630000000000007 -0.51370499999999997 -1.0000000180025095e-35 0.062655000000000016 -0.46376499999999993 -0.0058249999999999994 1.0000000180025095e-35 0.078875000000000015 0.0067750000000000006 0.087380000000000013 0.088710000000000011 0.10657000000000001 0.083995000000000014 -0.076109999999999997 -0.10607499999999999 0.07827000000000002 -0.084794999999999995 -0.024429999999999997 0.088875000000000023 -0.46166999999999997 0.13984500000000002 -0.088274999999999978 -0.008624999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 18 10 4 5 6 21 8 -4 -6 11 -1 13 -13 15 16 24 26 -2 28 -21 25 23 -9 -15 -3 -11 -23 29 -10
right_child=1 3 7 -5 9 -7 -8 22 19 17 -12 12 -14 14 -16 -17 -18 -19 -20 20 -22 27 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0028433300459700904 0.0035955463889542805 0.00089650489490323724 0.0013259022704789761 0.0032910127527649153 -0.0023258859091716362 0.0046583635660735279 0.0025833717990294924 0.0015606167353616337 -0.0034460202251666992 0.001014918215140228 -0.0040730044720623439 -0.0030445424500196681 0.0038212465437272684 0.0035689337957294275 -0.0026310222411689782 0.0042710254792269814 -0.0030843571712935959 -0.00036631170578840788 -0.00027184718222910222 0.0020276855366878452 -0.0028084920339349574 -0.0031120481502689506 0.0021373432030364838 -0.0034590369652733777 0.00013121928327713164 -0.0024059325193067087 0.0037186183617010458 -0.00020420082202065272 -0.0031402112631904525 0.003288750236862488
leaf_weight=5.9776862151920787 27.157132290303711 4.707151152193549 3.7576193176209918 10.410371437668799 3.700051017105582 2.2674671560525885 3.854778364300727 2.3365470804274082 2.5024103410542016 3.4258712455630347 3.4850506149232379 7.461036965250968 5.4264759123325375 4.0488893762230926 4.8175266347825518 4.9128567948937407 3.4004995971918097 4.4181461259722701 2.8432291671633712 3.053955040872097 3.9637798555195323 17.576938472688205 3.8357645645737648 3.5524584464728814 4.0653361305594444 3.1085906103253365 10.977903828024861 1.8456449806690205 103.85443603247404 1.2714835703372944
leaf_count=63 234 26 32 83 22 13 21 16 45 22 31 81 32 26 36 26 21 28 18 21 60 195 18 33 31 22 84 12 1759 10
internal_value=0 0.00132296 -0.00204593 0.000460392 -6.69248e-05 -0.00113353 -0.0015559 -0.00258309 -0.0027915 0.00151298 -0.000467194 -0.000153897 0.000317107 -0.000345299 0.000602644 0.00155094 0.000390397 0.00226763 0.00322902 -0.00292645 -0.0007039 -0.0021417 -4.55831e-05 -0.00146742 0.00184659 -0.000416989 0.00307556 -0.00283573 -0.00307137 -0.00117697
internal_weight=0 96.2933 171.724 66.2929 55.8825 33.3606 31.0931 128.128 118.404 22.522 43.5954 40.1103 34.1326 28.7061 21.2451 16.4276 11.5147 18.8219 30.0004 114.646 7.01773 27.2383 9.72477 5.88901 8.11423 7.81574 14.4038 19.4226 107.628 3.77389
internal_count=3121 780 2341 528 445 289 276 1994 1927 156 347 316 253 221 140 104 78 134 252 1895 81 255 67 49 57 48 106 207 1814 55
is_linear=0
shrinkage=0.00323985


Tree=35
num_leaves=31
num_cat=0
split_feature=12 4 1 1 13 457 47 15 4 1 15 51 3 15 11 43 47 43 43 2 48 16 474 4 15 133 16 160 160 12
split_gain=58.1298 21.2009 14.5503 8.82982 8.14833 6.44282 6.02042 5.80202 5.43033 5.41062 4.40944 4.34271 4.26127 3.99024 3.69253 2.96262 2.93557 2.89871 4.0957 2.80273 2.63024 4.21234 5.20248 2.45986 2.23585 1.82697 1.7283 2.54351 3.32305 3.19812
threshold=0.051320000000000005 0.36766000000000004 0.10124500000000002 0.13021500000000003 -0.0025349999999999995 0.080930000000000016 0.096475000000000019 0.035560000000000008 -0.15764999999999998 0.080585000000000004 0.040760000000000005 -0.096089999999999981 0.12178000000000001 0.013270000000000002 0.087830000000000005 -1.0000000180025095e-35 0.13439000000000004 -0.066504999999999995 -1.0000000180025095e-35 0.10097500000000002 0.086035000000000014 -0.056919999999999991 0.083855000000000013 -0.49405499999999997 -0.092489999999999989 -0.082724999999999979 -0.16927999999999996 -1.0000000180025095e-35 0.08443500000000001 0.095175000000000023
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 10 5 25 8 7 12 9 23 11 -1 -6 15 -3 -7 -8 19 -19 -13 21 -20 -23 -2 -22 -4 27 -10 29 -29
right_child=1 14 4 -5 6 13 16 -9 26 -11 -12 17 -14 -15 -16 -17 -18 18 20 -21 24 22 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=-0.003281572461001634 -0.0016498331048847041 0.003649053345857313 0.0010453645881029145 0.0020473395112467849 0.0032059243277659912 -0.0023098399990001354 -0.0031293057143105723 -0.002259350411729609 -0.0035519190284042539 -0.0033473410330224695 -0.0035473498416174454 0.0026947310734457565 -0.00048371444624711619 0.0034853224991190988 0.00026325236556348671 0.0022413391464740202 0.00093337810136265374 -0.0035773103995709399 0.0034592695532775406 -0.00048221883510141719 -0.0029521077090000282 -0.0023839246044135348 0.0030697926118198075 0.0015601579963185283 0.00055250283276589375 0.0032278098497346692 -0.002934468022097873 0.0029041018735384595 -0.0034402154628511141 -0.0016494714576258509
leaf_weight=3.4733497165143481 3.3277727141976357 5.9779802039265615 4.008025385439395 4.2614904791116706 12.231632601469764 4.9921356327831745 4.5519445016980162 3.0100432261824599 4.7501202896237364 5.2395187206566325 3.6795217841863623 7.0924244448542577 3.7768922224640837 2.3471402004361153 5.9008912891149521 1.7919647432863692 2.5628973320126534 3.125009909272193 4.2790902107954025 4.0061837695538998 3.5810311026871204 4.3720927648246342 2.5549284964799881 6.4994093254208547 3.1585076153278342 30.041439063847065 99.17118464410305 2.7652044668793661 2.8793487474322319 2.9272227622568607
leaf_count=61 25 43 33 30 95 71 32 17 55 81 37 49 24 12 36 13 17 33 25 25 25 40 14 38 19 275 1813 23 37 23
internal_value=0 -0.00192841 0.0010536 -0.0022567 0.00199212 -0.00239089 0.00071685 0.00160822 -0.00256726 -0.000855437 -0.000382813 -5.6126e-05 0.00233543 7.29262e-05 0.00196714 -0.00110768 -0.00166585 0.000292129 -0.000369364 0.00154797 0.000189259 0.00109073 -0.000372402 0.000473161 -0.00130966 0.00297091 -0.00279653 -0.00176968 -0.000782045 0.000562513
internal_weight=0 152.831 99.505 140.953 60.1829 136.691 26.1334 19.0186 127.56 15.0667 39.3221 35.6426 16.0085 9.13124 11.8789 6.7841 7.11484 32.1693 21.0707 11.0986 17.9457 11.2061 6.92702 9.82718 6.73954 34.0495 112.493 13.3219 8.57178 5.69243
internal_count=3121 2300 821 2221 493 2191 185 136 2095 144 328 291 119 96 79 84 49 230 156 74 123 79 54 63 44 308 1951 138 83 46
is_linear=0
shrinkage=0.00303632


Tree=36
num_leaves=31
num_cat=0
split_feature=1 12 52 47 50 3 0 3 15 15 51 52 42 484 14 159 4 4 150 48 15 49 130 4 1 4 1 11 16 0
split_gain=69.0605 14.8741 14.76 12.6774 8.77039 6.78397 6.59494 5.81354 4.70545 4.673 4.8371 4.5975 4.23549 4.16194 4.75035 3.64681 3.66629 4.6434 5.78044 2.78725 2.65544 2.60641 2.53306 3.74407 2.34195 2.18408 2.07106 1.92907 3.29094 1.57673
threshold=0.10089500000000001 0.079890000000000017 -0.28430999999999995 0.088195000000000009 0.11843500000000001 0.097915000000000016 -0.061629999999999997 -0.10023499999999998 -0.15026499999999995 0.082685000000000022 -0.096089999999999981 0.13796000000000003 -1.0000000180025095e-35 -1.0000000180025095e-35 0.076175000000000007 -1.0000000180025095e-35 -0.0024449999999999997 0.0052350000000000009 0.091105000000000005 0.12879500000000002 0.035560000000000008 -0.14917999999999998 -0.082549999999999985 -0.080364999999999978 1.0000000180025095e-35 -0.42529999999999996 0.13210500000000003 0.080320000000000016 0.062650000000000025 -0.030209999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 9 -2 4 11 7 8 12 -5 10 -1 19 -3 -14 27 -12 25 -18 24 20 -4 -9 23 -23 -19 -17 -10 28 -15 -27
right_child=2 5 3 6 -6 -7 -8 21 26 -11 15 -13 13 14 -16 16 17 18 -20 -21 -22 22 -24 -25 -26 29 -28 -29 -30 -31
leaf_value=-0.0031325035031963349 -0.00228616021412057 -0.0031221376033214675 0.0031181490366960253 0.0010947054373222297 -0.0022772096763818868 0.0011903239329666519 0.0029795577170650426 8.7719314562840895e-05 -0.0028054984610557982 -0.0033698210801654366 -0.0025120661776710605 0.00016384807863370856 -0.0033729821793752582 0.00039411716894914291 -0.0032403526727671612 -0.00013664952505826724 -0.0024155555601303334 -0.002612127251918883 0.00380742227306974 0.00051036904239707131 0.00088818078097631749 -0.0030713664145165676 -0.0028713021409520812 0.0037130236314927073 0.00061857633994196848 0.0015730416122485631 0.00018921670287519495 -0.00086616075877100223 0.0041555424486786922 0.003924614135921425
leaf_weight=3.7608870677649966 8.8855554796755296 6.2098402045667198 48.563661739230156 5.4227885901927992 3.4251828193664542 4.5347599089145652 4.0486536622047415 2.7041671946644774 9.1136104725301248 3.810518790036439 3.4381143674254409 6.4876701533794394 3.0373434349894586 4.8008541613817162 2.4728017076849929 3.9702784456312648 5.6958294101059499 3.0140566527843458 3.6157024353742599 4.3691758364439002 4.9198184162378302 1.5322290323674681 94.08890163525939 1.2241727784275998 4.9760917574167252 6.9616507627069941 2.451581872999669 2.8034705109894267 3.2721487134695053 3.6285630390048018
leaf_count=62 115 100 393 35 25 20 28 16 75 39 30 38 31 33 30 22 45 34 19 22 30 28 1676 15 29 45 19 27 18 22
internal_value=0 -0.00178508 0.00126805 0.00162368 0.00223257 -0.00228344 -0.000337734 -0.0024124 -0.00112833 -0.000312479 -1.42268e-05 0.00247265 -0.00108797 -0.000317104 0.000378196 0.000317994 0.000623374 -0.000276684 0.000773015 0.00273157 0.00291302 -0.00271303 -0.00279124 -5.82841e-05 -0.000600115 0.00169288 -0.00217068 0.00120089 0.0019187 0.00237877
internal_weight=0 169.552 97.6877 88.8021 67.7655 126.681 21.0366 122.146 16.988 42.8717 39.0612 64.3403 22.5965 16.3866 13.3493 35.3003 31.8622 17.3017 11.6059 57.8527 53.4835 99.5495 96.8453 2.7564 7.99015 14.5605 11.5652 10.8765 8.073 10.5902
internal_count=3121 2341 780 665 508 1994 157 1974 129 347 308 483 239 139 108 246 216 127 82 445 423 1735 1719 43 63 89 94 78 51 67
is_linear=0
shrinkage=0.00289235


Tree=37
num_leaves=31
num_cat=0
split_feature=4 123 151 3 50 133 47 52 457 1 39 12 0 1 16 150 51 1186 130 48 3 52 1374 13 11 1 0 0 3 13
split_gain=65.0466 24.9497 18.6575 16.8442 11.3461 10.0751 7.58434 5.18382 4.57026 4.9824 4.62077 3.71228 2.58912 1.98967 3.17046 1.85572 1.83729 1.74541 3.52085 1.64028 1.57012 1.48896 0.97602 0.931138 1.81229 2.99171 2.53288 0.734365 0.744006 2.32948
threshold=0.27834500000000006 1.0000000180025095e-35 -0.27559499999999998 0.20828500000000003 0.11875500000000001 -1.0000000180025095e-35 0.12794000000000003 0.14295500000000003 0.080930000000000016 0.088340000000000016 0.12768500000000002 -0.095379999999999979 0.18019500000000002 0.111945 -0.54165499999999989 -0.099594999999999975 0.080335000000000018 0.081240000000000021 -0.068174999999999986 0.088875000000000023 0.0022600000000000003 -0.069804999999999992 0.093750000000000014 -0.094514999999999988 1.0000000180025095e-35 0.083345000000000016 -0.046359999999999991 0.12500000000000003 -0.10115999999999999 -0.0097949999999999982
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 8 6 -3 13 11 10 19 12 -7 15 14 -4 -1 -5 22 -19 -10 -13 -11 23 24 25 26 -17 28 29 -25
right_child=2 5 4 16 -6 7 -8 -9 9 21 -12 20 -14 -15 -16 17 -18 18 -20 -21 -22 -23 -24 27 -26 -27 -28 -29 -30 -31
leaf_value=-0.00096839079486888357 -0.0040506235138494818 -0.0027376055108372789 0.0026029306340746954 -4.7796516925973429e-05 -0.0026703187894193256 -0.0010950882199034959 -0.0024255952955233424 -0.0020038220695142534 -0.0024223726775648123 -0.00088048779926484669 0.00034173130799538984 0.0025101021538927702 -0.00068367485940433242 0.0024714129817624652 -0.00012262529026579739 -0.0026578659025120249 0.0024566011239738846 0.00014545343008822261 -0.0026467179866222833 -0.00076072682488414827 0.00035939977094281419 0.0010739901052508206 -0.003500358812593959 -0.00066539836372425535 -0.002951902916488048 -0.0001903144838288478 -0.00061444931869274579 -0.0032734253099514859 -0.0025545941849912462 -0.0024317086883756766
leaf_weight=4.006807528436183 3.3572199717164031 4.282800197601321 4.0068430304527283 2.4370129331946364 3.024424582719802 2.0744513869285575 1.9273308292031277 2.2566709592938414 14.198110535740858 3.9912962540984154 2.9336878880858412 9.1132804974913579 4.0393785536289206 20.193242780864239 4.3170201629400307 13.266521602869039 3.4392725378274918 3.665377140045166 5.4962818622589094 3.6327037066221228 2.0189779400825492 3.6185430958867064 4.739735633134841 4.207434386014941 9.1158384531736356 4.5563636720180503 3.7994836121797588 6.3429362401366225 246.26754274964333 26.749370709061623
leaf_count=24 15 25 38 23 14 15 10 15 90 25 19 99 21 228 35 87 39 26 40 19 14 21 26 25 53 31 19 34 1811 180
internal_value=0 -0.00215941 0.000908488 -0.00228821 0.00140593 0.000257396 0.00181088 0.0010869 -0.00234794 -0.0014459 -0.0024156 0.00161503 -0.00243965 0.0020972 0.00118937 -0.002461 0.00141798 -0.00247923 -0.00152963 -0.00208384 0.00212004 4.8883e-05 -0.0025065 -0.00249151 -0.00212672 -0.00177882 -0.00220293 -0.00253105 -0.00251406 -0.00219164
internal_weight=0 390.25 36.8261 370.504 33.4689 19.7462 30.4444 15.4634 364.627 25.4407 339.187 13.2067 336.253 28.5171 8.32386 332.214 5.87629 328.207 9.16166 17.8308 11.1323 7.60984 319.045 314.305 30.7382 21.6224 17.066 283.567 277.224 30.9568
internal_count=3121 2781 340 2613 325 168 311 143 2551 155 2396 128 2377 301 73 2356 62 2332 66 109 113 46 2266 2240 190 137 106 2050 2016 205
is_linear=0
shrinkage=0.00220661


Tree=38
num_leaves=31
num_cat=0
split_feature=1 123 12 47 50 52 3 3 484 14 4 52 12 124 133 16 1 50 51 49 52 13 13 13 49 16 4 3 2 457
split_gain=55.4094 14.7631 11.3222 7.86949 7.48379 7.0021 6.91892 6.7655 4.9487 5.70043 5.27738 4.86641 4.07305 3.55248 3.08652 2.91217 3.31984 2.80188 3.60791 2.68597 2.34351 2.30103 2.13023 2.02415 1.82669 2.31943 1.65388 1.62402 1.70084 1.62113
threshold=0.104035 1.0000000180025095e-35 -0.064509999999999984 0.085770000000000027 0.11720500000000002 -0.24164999999999998 -0.11255999999999998 -1.0000000180025095e-35 -1.0000000180025095e-35 0.076175000000000007 -0.49013999999999996 0.13796000000000003 0.082095000000000015 -0.087524999999999978 0.085075000000000026 -0.065229999999999996 0.11588000000000001 0.083640000000000006 -0.096089999999999981 0.26982 -0.010034999999999999 -0.0039049999999999992 -0.14179999999999995 0.14871000000000004 -0.15498999999999999 -0.51370499999999997 -0.062539999999999984 0.090900000000000009 0.084515000000000021 0.082380000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 13 4 5 -4 8 22 -1 10 -10 19 -12 -2 20 16 -5 18 -9 26 -3 -14 -8 -23 -24 -26 -7 28 -20 -29
right_child=2 14 3 15 -6 11 7 17 9 -11 12 -13 21 -15 -16 -17 -18 -19 27 -21 -22 23 24 -25 25 -27 -28 29 -30 -31
leaf_value=-0.0032145255418317034 -9.7219018354115379e-05 0.0012308410342982826 -0.0018149667845919651 -0.0015752176302434326 -0.0034623777939717525 0.00048919862165606727 0.0018322436680475848 -0.0030172334972032046 -0.0020704995385492897 -0.0030340752098005938 0.0033954746901141285 -0.00091587825914522087 0.0016512672129953099 0.0029420758306520859 0.0026867902257539929 -0.0023643029310464942 0.0017156067103379106 -0.0032118675107218066 0.00018268052646310497 -0.00055028608774692321 -0.0018852635375110596 0.00061493141162224517 -0.0004640794951858654 -0.0029977156050376187 0.00092268426503460755 -0.0026207951837619709 0.0026581231188306052 -0.00037092170116697205 -0.0023598416415046681 0.0016408920003938919
leaf_weight=4.7280783951282528 3.2595948129892376 4.2964080199599266 4.6743866614997378 5.2043918706476706 2.6080729812383643 2.8993261083960595 0.8261808380484571 3.9731578864157262 4.4356138780713144 4.1242736726999274 4.5824885070323935 4.3942567110061637 4.4257986247539574 20.152227781713009 5.1456332802772522 8.4097091890871507 3.9219137951731682 3.6315643079578868 3.6043147817254093 2.4581068679690352 2.983523875474928 2.4040438085794378 3.0665600746870032 2.137606218457222 1.3644255399703968 109.82721527665854 22.241398967802528 7.5327444076538068 4.10661481320858 4.7742569893598557
leaf_count=51 26 32 53 31 19 18 9 60 42 49 28 24 28 201 42 86 26 34 22 13 21 16 18 27 15 1840 194 42 28 26
internal_value=0 -0.00175632 0.000938221 0.000286822 0.000958547 0.001273 -0.0019646 -0.00220122 -0.000706372 -0.000170015 0.000486743 0.00172417 0.00132386 0.00251892 0.00108556 -0.00121765 -0.000161028 -0.00100079 -0.000666101 0.00214451 -4.62276e-05 0.000265244 -0.00248935 -0.00108542 -0.0025206 -0.00257731 0.00240799 -0.000199448 -0.00117139 0.000409522
internal_weight=0 181.971 80.2234 56.8116 39.2755 36.6675 169.545 142.707 26.8379 22.1098 17.9856 31.9931 13.5499 23.4118 12.4256 17.536 9.12631 27.6227 23.9911 27.5988 7.27993 8.96745 115.084 4.54165 114.258 111.192 25.1407 20.0179 7.71093 12.307
internal_count=3121 2430 691 464 321 302 2335 2094 241 190 141 249 99 227 95 143 57 212 178 225 53 71 1882 43 1873 1855 212 118 50 68
is_linear=0
shrinkage=0.00270105


Tree=39
num_leaves=31
num_cat=0
split_feature=1 12 12 2 16 0 3 457 3 15 49 48 16 151 484 2 38 147 376 132 13 0 13 0 43 49 1 13 2 16
split_gain=48.5338 13.5723 9.94988 8.1053 7.08914 7.18239 5.73681 5.582 5.25696 4.70722 4.38804 4.70514 4.59656 3.89076 4.48736 3.87391 3.75967 3.61357 3.37856 3.83673 3.301 2.82318 2.7456 2.5271 2.41767 2.26401 2.1879 2.09851 1.86544 1.7629
threshold=0.10089500000000001 -0.064509999999999984 0.083370000000000014 0.14838000000000004 0.071345000000000006 -0.04917499999999999 0.31299000000000005 0.080930000000000016 0.10732000000000001 0.083195000000000005 -0.081604999999999997 0.088965000000000002 -0.51370499999999997 -0.00099499999999999979 -1.0000000180025095e-35 0.10467500000000002 0.10657000000000001 0.08598500000000002 0.049360000000000008 0.081465000000000024 -0.10664 -0.10096999999999999 0.11217000000000001 -0.10324499999999999 -0.51144999999999985 0.0065400000000000015 0.11453000000000001 -0.080759999999999985 0.093680000000000013 -0.07550999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 16 9 4 5 6 7 13 10 17 11 27 -12 29 -15 23 -2 18 19 20 -1 25 -6 -16 -14 -22 -17 -4 -20 -3
right_child=1 3 8 -5 22 -7 -8 -9 -10 -11 12 -13 24 14 15 26 -18 -19 28 -21 21 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0010948832032300351 0.002981113012369556 -0.004318829980937776 -0.0033507105396432804 0.002948378830083647 -0.0025889727844472274 0.0027865184911176652 0.0032097630630138611 0.002445410817360362 0.00089673672540532584 -0.003223071479311708 0.0015310784903808247 0.0024066085507880425 0.00014973209767557048 -0.0034925659212429153 0.0004340993659570822 0.0027425467534727172 -0.00064462729769858209 0.0023294183225772854 -0.00031971868479744811 0.0022158951060537286 -0.00027120741246688929 -0.0027453950984477117 0.00062353289244666333 -0.0030422952409458492 -0.0027419250850304767 -0.0030388216523237555 -0.00048144421088936834 0.0001958827041809021 0.0028752191253177098 -0.0013081240838956163
leaf_weight=3.9202498681843307 21.72384832799435 3.8465775102376938 3.5251806750893593 7.0374199822545043 11.762478511780499 7.7248193919658688 3.4051102325320235 3.9231556057929984 4.0016544312238684 5.5225899368524543 2.1465266942977896 2.9906865172088146 2.3932532258331767 3.3137540146708622 3.2472130656242371 4.7914960160851479 2.5856018811464301 3.50965242832899 2.9234869703650466 2.677918128669261 11.260192975401877 11.603708278387785 2.6299747601151457 3.5214770957827408 97.619537707418203 3.0307386554777631 2.6363101452589035 2.1823224835097772 2.9829733036458492 2.6564085036516287
leaf_count=28 234 21 38 61 147 65 36 32 18 69 20 19 29 29 18 35 18 26 22 20 70 137 14 26 1770 35 19 20 20 25
internal_value=0 0.000801669 -0.00185159 8.08575e-05 -0.000296629 0.000331627 -0.000273436 -0.000697996 -0.00230386 -0.000756386 -0.00241939 -0.000481361 -0.0025844 -0.00121155 -0.000514304 0.000180883 0.00259547 -0.000431336 -0.000683666 -0.00104313 -0.00133585 -0.00170385 -0.00200194 -0.00137453 -0.00267273 -0.000858147 0.00159827 -0.00199463 0.00129384 -0.00308898
internal_weight=0 84.8056 162.291 60.4962 53.4588 39.0663 31.3415 27.9364 114.859 47.4315 110.858 8.69819 102.159 24.0132 17.5103 14.1965 24.3095 41.9089 38.3993 32.4928 29.8149 25.8946 14.3925 6.76869 100.013 14.2909 7.42781 5.7075 5.90646 6.50299
internal_count=3121 780 2341 528 467 306 241 205 1914 427 1896 77 1819 173 127 98 252 358 332 290 270 242 161 44 1799 105 54 58 42 46
is_linear=0
shrinkage=0.00284239


Tree=40
num_leaves=31
num_cat=0
split_feature=1 12 12 1 13 4 48 0 16 14 51 474 47 15 376 3 150 14 457 49 43 43 2 51 4 41 4 47 48 475
split_gain=75.9111 16.8154 14.8963 12.7806 9.68586 8.22213 7.97991 7.28786 5.04255 4.96057 5.23378 4.55266 4.52402 4.91739 4.3162 4.73159 3.69557 3.42435 3.0535 3.8711 2.92122 3.13558 2.77134 2.44762 2.81412 1.66451 1.85558 1.39215 2.206 1.35157
threshold=0.10089500000000001 0.051320000000000005 0.079890000000000017 0.13021500000000003 -0.0025349999999999995 0.23246000000000003 0.11951500000000001 0.041630000000000007 -0.51370499999999997 0.062655000000000016 -0.096089999999999981 0.082665000000000002 0.096475000000000019 0.035560000000000008 0.049360000000000008 -0.14847999999999997 0.09487000000000001 -0.23083499999999998 0.083995000000000014 -0.076109999999999997 0.07827000000000002 -0.061959999999999994 0.093175000000000022 0.087505000000000013 -1.0000000180025095e-35 0.081560000000000007 0.40473500000000007 0.090100000000000013 0.11714000000000001 -0.088274999999999978
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 9 5 27 -3 12 8 -4 10 -1 14 13 17 15 -12 22 -6 29 -20 21 -9 23 24 -17 26 -7 -2 -29 -10
right_child=1 3 7 -5 6 25 -8 20 18 -11 11 -13 -14 -15 -16 16 -18 -19 19 -21 -22 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=-0.0030414831823853492 0.0030976805700594998 -0.0028081526928227262 0.0005215562327144296 0.0025357739732824671 9.0673611085260523e-05 -0.00027324871550603845 -0.0020558030233963865 0.0010878830492705399 -0.0011583611160545697 -0.0035406141037720726 0.0018493703252837139 0.0026993392880045501 -0.0015687397166615487 -0.0014265775239100836 0.0019237827598268835 0.0016289642476934459 0.0010086755392281867 0.0032976472465565971 0.0014036393827361487 -0.0025563600906895459 0.001837594466080028 -0.0029351224291363541 -0.0030553278593430672 -0.0033655266177630505 -0.0016463361112109747 -0.0012158856463139345 0.0025451096803084817 0.00010163116599387746 0.0033154825452102006 -0.0027568252513516037
leaf_weight=4.6084709241986266 31.076584212481976 14.773467030376198 4.1505484804511061 8.1692601293325406 3.2585550621152022 3.5686877071857435 6.3444855958223334 2.5945354998111725 4.243083953857421 3.8490986824035636 4.6213003545999518 4.5849535539746276 3.1795718073844901 2.7192838042974463 5.7958522439002982 3.7489913776516932 4.5430132299661627 12.358415484428404 3.2660877108573914 4.6107403188943854 3.9099283590912819 3.5581642314791662 7.7784624472260466 2.3549674190580836 4.43500433489681 3.3545284867286682 3.6696070656180382 3.3428994044661513 3.2741379216313362 118.76595300063491
leaf_count=65 264 165 32 59 21 19 39 19 55 31 22 26 19 15 36 24 23 92 21 60 18 30 66 20 34 18 24 20 25 1759
internal_value=0 0.00111126 -0.00188947 -0.00049157 0.00193122 -0.00146653 0.000686961 -0.0023281 -0.00249836 -0.000515446 -0.000241279 9.95505e-05 0.00149573 0.00202713 -0.000258646 -0.000718916 -0.0012381 0.0026285 -0.00259413 -0.000914366 -4.33519e-05 -0.00123866 -0.00179534 -0.000865383 -0.00014596 0.000404584 0.00115558 0.00285089 0.00169186 -0.00270169
internal_weight=0 99.0895 191.419 33.5356 65.5539 25.3663 27.8603 145.099 135.036 46.3201 42.471 37.8625 21.5158 18.3363 33.2776 27.4817 22.8604 15.617 130.886 7.87683 10.0626 6.1527 18.3174 10.539 8.184 10.5928 7.23829 37.6936 6.61704 123.009
internal_count=3121 780 2341 285 495 226 186 1994 1927 347 316 251 147 128 225 189 167 113 1895 81 67 49 144 78 58 61 43 309 45 1814
is_linear=0
shrinkage=0.00278293


Tree=41
num_leaves=31
num_cat=0
split_feature=1 12 12 47 4 50 0 4 48 51 52 43 474 1 2 1 42 38 12 43 160 457 49 43 2 16 15 43 160 16
split_gain=72.1785 16.1647 13.5145 10.2923 11.8362 9.08769 6.47532 5.85928 5.44169 4.49932 4.63275 4.35124 4.48309 4.29432 4.25515 4.16101 3.45929 3.3662 2.92788 2.7847 2.7279 2.65171 3.42843 2.5723 2.03719 2.41466 1.82891 1.58569 1.81264 1.5708
threshold=0.10089500000000001 -0.064509999999999984 0.079890000000000017 0.086785000000000015 -0.036839999999999991 0.11375500000000001 0.041630000000000007 0.40124500000000002 0.12879500000000002 -0.096089999999999981 0.19022000000000003 -0.079109999999999986 0.084660000000000027 1.0000000180025095e-35 0.11704500000000001 0.14000500000000002 -0.054814999999999996 0.10657000000000001 -0.085119999999999987 0.07827000000000002 -0.079279999999999975 0.083995000000000014 -0.076109999999999997 -0.061959999999999994 0.090545000000000014 -0.062804999999999986 -0.14712999999999996 -0.074359999999999996 -1.0000000180025095e-35 -0.51370499999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 17 9 4 14 8 7 21 16 -1 11 13 18 -11 -3 26 -6 -2 -13 23 -18 29 -23 -8 -20 -26 -5 28 -28 -4
right_child=1 3 6 15 5 -7 19 -9 -10 10 -12 12 -14 -15 -16 -17 20 -19 24 -21 -22 22 -24 -25 25 -27 27 -29 -30 -31
leaf_value=-0.0028404975474629929 0.0028318835448729197 -0.002333708235726966 -0.00052972414682862312 -0.00012028532535531377 2.9695958712207908e-05 -0.0027721458635819036 0.00064319805644897591 0.0027366052525006021 -0.001571663304097085 -0.00035128551299414213 -0.0031978548058252823 -0.002896181332063482 0.002402374130770922 0.0028580156013893257 0.0013492483817800977 0.0012070600080445772 0.00087141359615454546 -5.9988841244022375e-05 -0.001317392596455607 0.0015349298038563248 0.0030015675736974373 0.0010177403821588985 -0.0023781960393677208 -0.0026888025291940125 0.0014025514210467137 -0.0013814153486984941 -0.0030378023487080521 -0.0030022774552725343 5.9212853711788757e-05 -0.0024994991208828364
leaf_weight=5.0401234962046138 26.718568630516533 8.3309337534010393 2.7446045801043502 3.2788113206625029 3.9047091081738499 2.8763015419244757 2.7208077907562256 1.5106459707021702 2.6146772801876059 5.2195541188120824 3.2729366533458224 4.2242901101708439 2.9697796255350104 5.876044325530529 2.7717141434550276 3.6307035088539115 4.851439416408545 2.9646460860967627 10.082670830190187 3.899836964905262 22.333810389041897 3.4326767027378082 4.62838291749358 3.5275558158755285 5.5933402925729752 3.2747869938611966 2.0801647081971169 7.8540418781340087 3.1504685431718862 121.54461573064327
leaf_count=69 234 88 22 20 25 21 19 9 12 31 28 36 16 40 19 20 34 18 70 18 170 22 61 30 31 26 20 65 34 1813
internal_value=0 0.000958868 -0.00176863 0.00026405 0.000914253 0.00162098 -0.0021553 -0.00230563 0.00199589 -0.00054626 -0.000260843 -2.71869e-06 -0.000576079 0.00134831 -0.00141428 -0.0012866 0.00229592 0.00254305 -0.000957754 -0.000172337 0.00262142 -0.00236318 -0.000932089 -0.00123791 -0.000525663 0.000374499 -0.00183989 -0.00227079 -0.00117244 -0.002456
internal_weight=0 97.361 189.563 67.6778 47.6836 36.5809 144.009 133.861 33.7046 45.5535 40.5134 37.2405 26.1449 11.0956 11.1026 19.9942 31.09 29.6832 23.1751 10.1482 27.1852 132.35 8.06106 6.24836 18.9508 8.86813 16.3635 13.0847 5.23063 124.289
internal_count=3121 780 2341 528 369 262 1994 1927 241 347 278 250 179 71 107 159 229 252 163 67 204 1918 83 49 127 57 139 119 54 1835
is_linear=0
shrinkage=0.00257482


Tree=42
num_leaves=31
num_cat=0
split_feature=12 4 1 13 39 3 3 457 13 48 4 14 11 0 47 48 0 474 456 4 0 11 13 0 48 52 16 16 15 16
split_gain=48.8503 17.4559 13.8901 11.5074 7.6409 5.99165 5.57366 4.3467 4.33059 4.28827 5.47005 3.46845 3.35043 2.94826 2.92297 5.65472 2.86846 2.5944 2.49529 2.36795 4.30292 3.19173 2.17435 1.57952 1.95938 1.65697 1.45076 3.31864 1.37633 1.28606
threshold=0.051320000000000005 0.36766000000000004 0.092390000000000014 -0.0025349999999999995 0.14059500000000003 0.14121000000000003 -0.0087149999999999988 0.080930000000000016 -0.080759999999999985 0.11951500000000001 0.0067750000000000006 -1.0000000180025095e-35 0.087830000000000005 0.062580000000000011 0.090100000000000013 0.10396500000000002 -0.17169499999999996 0.084660000000000027 0.090170000000000014 -0.15764999999999998 0.11070500000000001 0.078065000000000009 0.23074000000000003 -0.22491999999999998 0.086035000000000014 0.077655000000000016 -0.16927999999999996 -0.29154999999999992 -0.0063699999999999989 0.052820000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 13 14 5 7 22 19 -9 10 29 -12 -3 17 18 -16 -13 23 -4 20 21 -2 -5 24 -1 -25 27 -21 -10 -8
right_child=1 12 3 6 -6 -7 9 8 28 -11 11 16 -14 -15 15 -17 -18 -19 -20 26 -22 -23 -24 25 -26 -27 -28 -29 -30 -31
leaf_value=0.0010188374643470776 0.0029694099469817566 0.0033993179161725222 0.0033272014402921228 0.0036016577406007 0.003675942173867065 0.0012049083312159416 -0.00070557623804311188 -0.0029707193948614726 -0.00016565657137014038 -0.0027557512089220176 -0.0014862155699278943 0.0032915227785967165 6.4801321971275696e-05 0.00090487656778356505 -0.0021778724154033727 0.0034397464420396965 4.707622833658275e-05 0.00060055025311824613 -9.6951359772833504e-06 -0.0027658383929875319 -0.0028390289239788738 -0.0016047337834437744 5.7650986873222477e-05 -0.0033668445255864332 -0.0024167926101702456 -0.00059570644436433753 -0.0028569130889170491 0.00052692734047486982 0.0029040496036293697 -0.0036922681465770312
leaf_weight=2.7396163269877496 2.6731876507401449 5.2313731461763364 26.547235354781154 4.9591122493147877 1.909335285425185 4.1228735744953147 2.2757709100842538 3.5415524579584599 2.7142514586448669 5.7391001954674712 3.266125988215216 6.3586399108171516 5.5490243658423424 5.3789018243551245 2.9732513129711142 3.4702244326472282 3.9466078579425652 3.9744364619255057 2.1660132482647887 9.3569294735789281 7.6413767337799072 2.7819092124700546 2.2484867721796036 8.6273070685565489 3.2352380529046059 2.483250953257083 100.01278007775545 3.8651667423546305 2.5143486969172937 2.9694645889103413
leaf_count=24 15 43 279 45 14 20 16 48 29 38 24 43 36 30 19 32 23 36 19 104 95 25 18 99 20 25 1821 33 17 31
internal_value=0 -0.00198356 0.000764098 0.00148886 -0.00226363 -0.00234508 0.000184696 -0.00245342 -0.000418328 -0.000493738 0.00019618 0.0011982 0.00168293 -0.00107039 0.00266715 0.000847575 0.00204899 -0.00157489 0.00307548 -0.0025947 -0.00139125 0.000636756 0.00249607 -0.00208094 -0.000841473 -0.00274748 -0.00273388 -0.00180328 0.00131052 -0.00239642
internal_weight=0 151.914 93.3588 66.92 141.134 139.224 31.7633 135.102 8.77015 24.5557 18.8166 13.5714 10.7804 26.4388 35.1567 6.44348 10.3052 21.0598 28.7132 126.331 13.0965 5.4551 7.2076 17.0854 5.97485 11.1106 113.235 13.2221 5.2286 5.24524
internal_count=3121 2300 821 587 2221 2207 238 2187 94 175 137 90 79 234 349 51 66 204 298 2093 135 40 63 168 44 124 1958 137 46 47
is_linear=0
shrinkage=0.00298938


Tree=43
num_leaves=31
num_cat=0
split_feature=12 4 1 13 1 47 4 0 457 1 151 11 3 147 47 48 1 51 51 15 42 456 12 0 2 52 51 48 16 160
split_gain=42.7713 15.332 12.1354 8.77295 6.83763 5.53127 7.35804 4.94591 3.67803 3.66244 3.43459 3.05047 2.79 3.27834 2.66987 4.91307 2.6335 2.63199 3.08793 2.81769 2.91133 2.38281 2.19805 2.26356 2.02836 1.99031 1.78694 1.73341 1.58765 2.12285
threshold=0.051320000000000005 0.36766000000000004 0.094385000000000011 -0.0025349999999999995 0.13021500000000003 0.096475000000000019 -0.14723499999999998 -0.046359999999999991 0.080930000000000016 0.078340000000000007 -0.089594999999999994 0.087830000000000005 0.0051600000000000005 0.089025000000000007 0.090100000000000013 0.10396500000000002 0.12337000000000002 0.08955500000000001 -0.096089999999999981 -0.008624999999999999 -1.0000000180025095e-35 0.090170000000000014 0.10645 0.12500000000000003 0.089885000000000007 -0.07167999999999998 -0.022999999999999996 0.084170000000000009 -0.16927999999999996 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 17 14 7 6 -5 8 28 22 -10 -3 -8 25 21 -16 -7 18 -1 20 -20 -4 23 -9 -22 -14 -21 -12 29 -2
right_child=1 11 3 5 -6 16 12 9 10 -11 27 -13 13 -15 15 -17 -18 -19 19 26 24 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0027131880709880341 -0.002871534745427509 0.0027770929539695168 0.0027490132260044983 -0.0026804725071551357 0.0014550336250859057 -0.0029072437862742305 0.0029106276837862865 0.0022443400895394302 -0.0027069628887023576 -0.0022797783926529164 -0.0006740987145872928 4.9089899077293481e-05 -0.0017927832803156386 0.0028668827855661497 -0.0016308145538623416 0.0028529807704267642 7.2923183285514363e-05 -0.0026152225838572229 -0.0028689840163040711 0.0024150305417195389 -0.0013298112377051411 -7.3386844694123331e-06 -0.0016066690525329348 -0.00049082002708831206 0.0011964681163978441 0.00082826774050696753 0.00015170726474390497 0.0022683987799919213 -0.0023783330851444725 -0.00070822429110691345
leaf_weight=3.2439805306494298 4.3177583478391162 4.8669722601771337 23.472837589681156 3.080108314752585 3.8528012558817855 4.2687148824334136 6.0837066620588329 3.9802914932370204 2.8134309686720371 5.7167519293725482 2.6013301201164714 5.5459497347474098 2.7653717771172577 3.4468288049101821 3.004411205649375 3.1823921799659729 3.3441977873444557 4.0413358919322482 3.4354598745703777 3.2838343605399132 4.1408659815788251 2.1664353907108298 3.0096421279013157 3.6848182417452335 3.9054803103208542 5.4289218187332082 6.7209198996424604 2.4664936885237694 90.660091031342745 8.5467866696417314
leaf_count=58 55 43 271 29 30 30 59 25 50 87 24 36 18 30 19 32 24 36 42 23 25 19 34 23 26 33 47 16 1796 81
internal_value=0 -0.00161334 0.000609846 0.00125152 -0.00184568 0.00023596 0.000907083 -0.00194519 -0.00213495 -0.000655454 -0.00047891 0.00132415 0.00153051 0.000809247 0.00215832 0.000675578 -0.00159812 -0.000733717 -0.000426251 -8.09759e-05 -0.000931044 0.00251611 0.000214436 0.000929477 -0.000103623 -5.62723e-05 0.000894592 0.000758005 -0.00226102 -0.0014343
internal_weight=0 142.063 89.0158 60.2439 131.65 28.4179 20.8049 127.797 111.406 16.3915 7.88125 10.4129 17.7248 11.6411 31.8261 6.1868 7.61291 28.7719 24.7305 21.4866 11.4818 25.6393 10.6748 7.66511 8.04635 8.19429 10.0048 5.06782 103.525 12.8645
internal_count=3121 2300 821 564 2221 223 169 2191 2022 169 90 79 140 81 341 51 54 257 221 163 93 290 82 48 51 51 70 40 1932 136
is_linear=0
shrinkage=0.00251474


Tree=44
num_leaves=31
num_cat=0
split_feature=1 12 12 3 147 15 4 16 14 14 52 49 124 159 1429 403 40 4 0 1 130 16 48 2 48 47 4 16 13 160
split_gain=37.326 10.1511 9.00986 6.48447 6.02851 5.6088 5.52589 4.96393 4.62175 4.58034 4.73524 4.12399 3.57479 3.54608 4.05941 3.16688 4.18701 3.89578 5.90541 5.78525 2.75161 2.45178 3.31208 3.07386 2.33464 3.55496 2.24898 2.22711 2.1124 1.90159
threshold=0.10089500000000001 -0.064509999999999984 0.083370000000000014 0.16158000000000003 0.089025000000000007 -0.24436499999999997 -0.15764999999999998 -0.51370499999999997 0.062655000000000016 -1.0000000180025095e-35 -0.024714999999999997 -0.23360999999999996 -0.088544999999999985 -0.029685 0.084990000000000024 -1.0000000180025095e-35 -0.080519999999999994 -0.46376499999999993 0.034820000000000011 1.0000000180025095e-35 -0.012214999999999998 0.033715000000000009 0.12737000000000001 0.090310000000000015 0.086260000000000017 0.079855000000000023 -0.49405499999999997 -0.022939999999999999 -0.0090849999999999976 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 12 8 4 5 9 26 -8 13 10 -3 -9 -2 -1 15 -15 -17 -18 19 -19 -7 22 23 29 25 27 -4 -21 -28 -22
right_child=1 3 6 -5 -6 20 7 11 -10 -11 -12 -13 -14 14 -16 16 17 18 -20 24 21 -23 -24 -25 -26 -27 28 -29 -30 -31
leaf_value=-0.0026462540428483956 -0.00023357716141341343 0.0018448073992081116 -0.0016261295576109165 0.0022226975464238051 0.0021738145896617734 0.0012907355807818682 0.00093378499610569652 0.0016398772004582269 -0.0029515745790512056 0.0027095035740656061 -0.0026542783254021648 -0.0022661000978389015 0.0025716538271925399 -0.0027629551135518625 0.0027779223907145457 0.0021698682116564161 -0.0027311150978853982 -0.002757689466000416 0.0032087138365563925 0.0033743886766359615 -0.002945263573335793 -0.0021838533539499908 -0.0024990227525789033 0.0012803627857316201 -0.00098091431752640669 -0.0014105128583521327 0.0017474091849366033 0.00041408254252679619 -0.0010656676004370251 -0.00018455376094930759
leaf_weight=3.4485002122819415 3.2519737407565144 2.6967010013759136 4.2779925763607025 7.6815954595804206 5.6307159438729277 2.7207277528941622 3.1983079910278311 1.6687977015972126 4.2879556566476813 5.0149006843566841 2.9796672090888023 82.38684856146574 17.766966111958027 2.8367431201040736 2.8579519800841799 4.4139921218156841 3.7768567278981235 5.1488391272723737 2.9558895006775847 3.4823845177888915 2.3768569231033334 11.332833476364611 4.5308852791786185 5.7124028131365776 5.4156349971890441 2.4884451888501644 4.1441348418593407 2.7539675831794677 2.6470338068902475 4.1385979279875871
leaf_count=42 27 25 37 83 47 22 27 9 49 48 20 1794 225 41 25 38 45 73 17 22 23 155 32 41 33 17 24 25 23 32
internal_value=0 0.000684227 -0.00145279 0.000126921 -0.000214633 -0.000538669 -0.00186639 -0.0020741 -0.000525746 0.000996507 -0.000516875 -0.00218855 0.00213764 -0.000262935 -3.54585e-05 -0.000277113 -4.54236e-05 -0.000421193 -2.9007e-05 -0.000525156 -0.00107134 -0.00130012 -0.000702505 -3.68271e-05 0.000287759 0.00107525 -0.000229099 0.00206712 0.00065094 -0.00119167
internal_weight=0 75.8348 142.19 54.8159 47.1343 41.5036 98.3231 87.254 43.8672 10.6913 5.67637 84.0556 21.0189 39.5792 36.1307 33.2728 30.436 26.022 22.2452 19.2893 30.8123 28.0916 16.7587 12.2279 14.1404 8.7248 11.0692 6.23635 6.79117 6.51545
internal_count=3121 780 2341 528 445 398 1914 1830 427 93 45 1803 252 378 336 311 270 232 187 170 305 283 128 96 97 64 84 47 47 55
is_linear=0
shrinkage=0.0024599


Tree=45
num_leaves=31
num_cat=0
split_feature=1 12 12 3 147 15 3 15 14 52 49 16 484 1429 38 130 43 403 51 16 48 2 4 0 1 47 4 51 16 160
split_gain=58.8347 14.3174 11.6155 8.90028 7.59199 7.95196 6.23978 5.3695 5.13758 5.95045 4.54367 6.4498 3.93 4.96758 3.53023 3.52297 3.39982 3.34218 3.33775 2.94232 3.96067 4.28515 2.29646 6.54996 5.15156 2.64515 3.97973 4.56758 3.42733 1.95343
threshold=0.10089500000000001 -0.064509999999999984 0.083370000000000014 0.16158000000000003 0.089025000000000007 -0.24436499999999997 0.10732000000000001 0.083195000000000005 -1.0000000180025095e-35 -0.024714999999999997 -0.24768999999999997 -0.51370499999999997 -0.0068949999999999992 0.084990000000000024 0.10657000000000001 -0.012214999999999998 -0.51144999999999985 -1.0000000180025095e-35 -0.096089999999999981 0.033715000000000009 0.12737000000000001 0.090310000000000015 -0.46376499999999993 0.024095000000000002 1.0000000180025095e-35 0.081320000000000017 0.0052350000000000009 0.087505000000000013 -0.018494999999999998 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 14 7 4 5 8 10 12 9 -3 -4 -12 -1 17 -2 -7 -13 -14 -19 20 21 29 -20 24 -24 26 27 28 -26 -17
right_child=1 3 6 -5 -6 15 -8 -9 -10 -11 11 16 13 -15 -16 19 -18 18 22 -21 -22 -23 23 -25 25 -27 -28 -29 -30 -31
leaf_value=-0.0025693497063549301 0.0029503567109649921 0.0022857648578497227 0.0014235214211535737 0.0026770054060999728 0.0025725500638105986 0.001542112372170521 0.0010711483051054837 -0.0031267171507614556 0.0031239061394895498 -0.0029701143571715647 0.0017296529993604379 0.0003872237512667166 -0.0031206794741221147 0.0032763313779717667 -0.0004110864785205864 -0.0033486268978512972 -0.0026238513598331433 -0.0029973000568488278 -0.0019605314837150465 -0.0025208710802259553 -0.0029360048929466549 0.0015635385819500272 -0.0026759392059148854 0.0037820639320167498 0.0032286694336063427 -0.0015904330007170369 0.0031144918491083427 -0.0027630993996515746 -0.00079365826793002694 -0.00040972785846761696
leaf_weight=5.2595492266118518 23.835442051291469 3.1592201888561249 2.3178608641028395 9.4031582698225957 6.4632720053195944 3.0622928887605658 4.0800919681787482 5.9398886226117602 5.9564620256423932 3.3045831695199013 2.706300549209117 2.8847494311630717 2.9637080356478682 3.1029176861047736 2.5979469567537299 2.7157682441175002 110.97112248465419 2.6954064629971972 3.3125872798264018 13.20946469530463 4.9186858832836142 6.3944705352187157 4.6356322914362051 3.8004669696092597 3.4062010571360624 3.4244439452886573 4.8124749362468711 2.9584765918552876 2.9762241989374143 4.5153276845812833
leaf_count=57 234 25 12 83 47 22 18 69 48 20 23 32 34 21 18 23 1829 42 20 155 32 41 51 21 20 20 28 20 24 32
internal_value=0 0.000928159 -0.00180829 0.000219462 -0.00021087 -0.000591721 -0.00225849 -0.000685159 0.00128932 -0.000401274 -0.00237276 -0.00244825 -0.000350598 -4.42164e-05 0.00261998 -0.00126276 -0.00254756 -0.00033872 -8.12426e-05 -0.00153326 -0.000829768 -6.94392e-05 0.000186773 0.000460209 -0.000108123 0.000569063 0.00109156 4.93344e-05 0.001353 -0.00151348
internal_weight=0 89.5361 172.248 63.1027 53.6995 47.2363 122.96 49.288 12.4203 6.4638 118.88 116.562 43.3481 38.0885 26.4334 34.816 113.856 34.9856 32.0219 31.7537 18.5443 13.6256 29.3265 26.0139 22.2135 17.5778 14.1534 9.3409 6.38243 7.2311
internal_count=3121 780 2341 528 445 398 1914 427 93 45 1896 1884 358 301 252 305 1861 280 246 283 128 96 204 184 163 112 92 64 44 55
is_linear=0
shrinkage=0.00273826


Tree=46
num_leaves=31
num_cat=0
split_feature=1 12 12 2 0 13 16 0 16 3 457 14 15 151 484 38 4 0 1 13 151 3 2 43 13 0 456 4 1 16
split_gain=35.1809 9.53276 8.5115 6.13455 5.50376 5.38838 4.81657 5.56773 4.80201 4.26719 4.33842 4.26195 3.90055 3.44468 3.72009 3.44005 3.28317 5.55956 7.90844 4.92045 3.1013 2.9017 2.78927 2.60898 2.50079 1.99361 1.77335 1.76035 1.6054 1.51705
threshold=0.10089500000000001 -0.064509999999999984 0.083370000000000014 0.14838000000000004 -0.060129999999999996 0.11596500000000001 0.071345000000000006 -0.04917499999999999 -0.51370499999999997 0.31299000000000005 0.080930000000000016 0.062655000000000016 0.14654000000000003 -0.00099499999999999979 -1.0000000180025095e-35 0.10657000000000001 -0.46376499999999993 0.024095000000000002 1.0000000180025095e-35 -0.08971999999999998 -0.024429999999999997 0.10732000000000001 0.10467500000000002 -0.08595499999999999 0.11217000000000001 -0.10324499999999999 0.086650000000000019 0.0061450000000000003 0.11453000000000001 -0.07550999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 15 11 6 8 21 7 9 -4 10 13 16 -10 29 -15 26 -1 18 -18 -20 -21 23 25 -6 -8 -16 -2 -22 -24 -3
right_child=1 3 4 -5 5 -7 24 -9 12 -11 -12 -13 -14 14 22 -17 17 -19 19 20 27 -23 28 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0022590835391260861 0.0030253148077138111 -0.0039450183933629158 0.00091175935546202044 0.0027032088051507359 0.0002020777814899042 0.0037291448777666139 -0.0022783682364247932 0.0025423488922934486 -0.002566388572799901 0.0030131784741699373 0.0022570416258665457 -0.0032472527168927491 0.0016239423384131185 -0.0032255835775993093 0.00045140156071732298 -0.00072489573870435455 -0.0026019621641869277 0.0030481096892655832 0.0033579694060016196 0.001541591318288939 -0.0019440844088635318 0.0014114027618132394 0.002495577599519076 -0.0027083521805720085 0.00076387427550624791 -0.0026575787907376215 -3.7223475596846857e-05 0.00025133787297900454 -0.00028747595017115159 -0.0011323127457461605
leaf_weight=5.465564936399459 16.415986511856325 3.5292548462748528 3.281566619873046 6.2239287197589865 3.3730453327298147 1.9381294175982464 9.8876252435147745 6.868995692580941 74.893061608076096 2.7762933596968642 3.516399234533309 4.0471577309072009 1.7057879790663708 2.7824244573712447 3.1864167079329491 2.4113722518086425 8.5344644226133841 4.0326773896813384 3.7845821976661709 5.6953198164701524 6.0378265641629643 2.6442869007587424 4.2960634008049965 7.3542754873633385 2.552290938794612 3.0125773958861668 1.5539022684097279 5.0234501361846924 2.4400050118565559 2.43160830065609
leaf_count=67 218 21 27 61 31 18 147 65 1713 36 32 49 9 29 18 18 127 28 32 38 50 12 35 104 14 26 16 36 19 25
internal_value=0 0.000753472 -0.00158993 0.000146021 -0.00204558 -0.000540612 -0.000190606 0.000331979 -0.00233402 -0.000210833 -0.000566098 -0.000572269 -0.00247307 -0.00102403 -0.000351394 0.00234812 -0.000291611 3.31818e-05 -0.000384977 0.000536138 -0.00010119 -0.00115949 0.000266864 -0.00179321 -0.00165419 -0.0010595 0.00276049 -0.000947039 0.00148747 -0.00279763
internal_weight=0 73.8851 137.811 53.5039 95.1902 15.3097 47.28 34.84 79.8804 27.971 25.1947 42.621 76.5988 21.6784 15.7175 20.3813 38.5739 33.1083 29.0756 20.5412 16.7566 13.3716 12.9351 10.7273 12.4399 6.19899 17.9699 11.0613 6.73607 5.96086
internal_count=3121 780 2341 528 1914 165 467 306 1749 241 205 427 1722 173 127 252 378 311 283 156 124 147 98 135 161 44 234 86 54 46
is_linear=0
shrinkage=0.00274004


Tree=47
num_leaves=31
num_cat=0
split_feature=1 52 12 484 4 160 47 50 51 14 474 16 376 3 15 48 0 4 13 49 457 49 48 484 3 15 151 2 12 0
split_gain=66.2928 14.2785 14.0231 11.8806 7.42731 7.14125 4.92 5.31245 4.76534 5.21733 4.99631 4.6235 4.61666 4.67571 3.93017 5.63864 3.79819 3.65441 3.88694 3.25247 2.83851 3.53107 2.76424 2.38974 3.2817 2.27332 1.33378 1.19632 1.18185 1.14607
threshold=0.10089500000000001 -0.40306999999999998 0.079890000000000017 -1.0000000180025095e-35 -0.15764999999999998 -0.26568499999999995 0.088195000000000009 0.089280000000000012 -0.096089999999999981 0.062655000000000016 0.082665000000000002 -0.51370499999999997 0.049360000000000008 -0.14847999999999997 0.035560000000000008 0.12118000000000002 -0.14649999999999996 -0.49405499999999997 -0.0090849999999999976 -0.14750499999999997 0.083995000000000014 -0.076109999999999997 0.086260000000000017 -0.067484999999999989 -0.03694999999999999 -0.14712999999999996 -0.27559499999999998 0.090675000000000019 0.12757000000000002 -0.053834999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 29 8 23 17 -5 14 25 -1 10 12 -6 13 -10 15 28 22 -4 -19 -16 26 -22 -15 24 -3 -8 -13 -18 -7 -2
right_child=1 3 4 5 11 6 7 -9 9 -11 -12 20 -14 16 19 -17 27 18 -20 -21 21 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0028983397784982921 -0.00051511470816370194 -0.0025250143457884954 -0.0019250836796533633 -0.0022138134431556973 0.00041087519392662188 0.0028909288068236605 0.0012487309318709244 0.0035332612078776524 0.0018537775937997113 -0.0033279655044838293 0.0028666871262715511 -0.00046623628117180456 0.002101380383915366 0.0020887091367669157 0.0022401745063578165 -0.0015814922551138091 -0.0012121505980807138 0.002560101811334366 -0.0013682449196663262 -0.0011204633184779926 0.0012655289573620463 -0.0024167625637756878 -0.00099712551050275744 -0.0034401474332022416 0.0010547009323143618 -0.0011145739851171998 -0.0025831002751836307 -0.0028330066267479607 0.00092804320237336473 -0.0029166266690533586
leaf_weight=4.7025447040796271 1.8284364342689512 3.2081315778195858 4.9821723140776157 3.0269682146608821 4.1798297241330138 43.610014125704765 4.6510256156325331 3.4306724220514289 4.4500830247998264 3.1740776672959319 4.3914746791124335 2.1351245306432238 5.2896636351943007 3.4070056192576921 4.1479161530733109 2.1679360419511786 6.2253175936639309 4.4891590923070908 2.9229037538170797 3.9529944360256177 3.1839069202542305 4.305161837488412 5.0858704522252083 2.6877717114984971 4.1005363091826439 7.4318008795380583 103.46024374291301 6.5866177678108215 2.2679990753531447 5.91451247408986
leaf_count=69 21 29 41 25 32 381 29 24 22 27 26 31 36 22 25 11 50 25 24 25 20 60 31 26 29 49 1761 64 18 88
internal_value=0 0.00109647 -0.00168467 0.00141155 -0.00212095 0.00177483 0.00194331 0.000621784 -0.000378636 -7.17465e-05 0.00021992 -0.00232723 -0.000154484 -0.000617805 0.00230846 0.00259647 -0.00113406 -0.000169243 0.00101098 0.000600287 -0.00242844 -0.000851271 0.000240789 -0.00130267 -0.000516611 -0.00020487 -0.0025403 -0.00204543 0.00279389 -0.00234953
internal_weight=0 92.4267 172.971 84.6838 129.659 74.6873 71.6604 15.5135 43.3127 38.6101 35.436 117.264 31.0446 25.7549 56.1469 48.0459 21.3048 12.3942 7.41206 8.10091 113.084 7.48907 8.49288 9.99644 7.30867 12.0828 105.595 12.8119 45.878 7.74295
internal_count=3121 780 2341 671 1994 587 562 102 347 278 251 1904 225 189 460 410 167 90 49 50 1872 80 53 84 58 78 1792 114 399 109
is_linear=0
shrinkage=0.0026511


Tree=48
num_leaves=31
num_cat=0
split_feature=1 52 12 47 50 3 3 15 150 15 48 0 484 1429 16 1 0 403 51 1 49 0 0 1 0 48 16 4 52 1186
split_gain=58.0402 12.7592 12.059 11.4364 7.5399 7.19732 5.03967 4.99175 4.54285 4.05789 5.80395 3.94113 3.795 4.02314 3.604 3.88155 3.51467 3.51271 3.15208 3.02042 2.89155 2.63241 2.28641 5.09137 2.54558 2.64608 2.35942 2.28089 2.09759 1.39004
threshold=0.10089500000000001 -0.43320999999999993 0.083370000000000014 0.088195000000000009 0.11843500000000001 0.10732000000000001 -0.097604999999999983 0.083195000000000005 0.084120000000000014 0.035560000000000008 0.12879500000000002 -0.040504999999999992 -0.0068949999999999992 0.084990000000000024 -0.072804999999999981 0.11588000000000001 -0.060129999999999996 -1.0000000180025095e-35 -0.096089999999999981 0.11634000000000001 -0.14811499999999997 0.11070500000000001 -0.070154999999999981 1.0000000180025095e-35 -0.10011499999999998 0.086260000000000017 -0.059624999999999991 -0.42529999999999996 0.26391000000000003 0.088465000000000016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 7 4 9 6 8 12 16 10 28 14 -1 17 15 -5 -4 -14 -19 -11 -8 -18 23 -20 25 26 -25 -24 -3 -22
right_child=1 3 5 11 -6 -7 20 -9 -10 19 -12 -13 13 -15 -16 -17 21 18 22 -21 29 -23 27 24 -26 -27 -28 -29 -30 -31
leaf_value=-0.0026734371124147805 -0.0031761502455207877 0.0030640825658820657 -0.0029739432169603604 -0.0014976108460270565 -0.0023383921616667446 0.0015368675084191181 0.00037171497837995251 -0.0033070818379833805 0.0021606977586353378 -0.0015252212273289547 -0.0019604253307893508 0.0024652307007986818 -0.0033653564581591464 0.0033664326729268288 -0.0026542384910952848 0.0019839799962624353 0.0012553079910385852 -0.0032004264681120735 -0.0033370386124870629 0.0019538814870709302 -0.0029487855570312737 -0.0022101417246896617 -5.3851589541072573e-05 0.0040936787577143027 -0.002219701078465646 -0.0004318705651398873 0.00070682229914280316 0.0029176733163368369 0.00015523363452278263 -0.00057998613822637327
leaf_weight=4.9380789250135413 5.6079765185713759 43.965770035982132 9.4390663765370881 6.2599027603864705 3.1796930506825438 4.0273938775062552 2.4598912224173537 5.2237127050757399 3.0676781162619582 3.7081646323204023 2.2476304769515982 3.5412748083472243 2.823249787092208 3.0346809849143019 6.846571274101735 5.1206467002630234 4.3396311849355707 2.3649281039834049 3.7140919193625477 5.3783996924757957 85.599541008472443 3.4694468528032303 4.1276505179703236 3.3001584783196458 2.5012970566749528 5.9128137901425362 4.0046470090746888 5.0542033389210719 2.2942999452352515 2.2358844131231299
leaf_count=57 97 407 146 41 25 18 18 69 22 26 10 23 34 21 70 35 32 42 46 32 1615 28 25 19 20 38 23 33 14 35
internal_value=0 0.00115272 -0.0018389 0.00144682 0.00210752 -0.00235759 -0.00249939 -0.000573751 -0.00116477 0.00235297 0.00269369 -0.000397733 -0.000231971 9.5306e-05 -0.000953967 6.89213e-05 -0.00175623 -0.000198361 9.02539e-05 0.000534084 -0.00279967 -0.000284335 0.000362218 -0.000214038 0.000523869 0.00104306 0.00223693 0.00158184 0.00291982 -0.00288849
internal_weight=0 88.1503 161.638 82.5424 60.774 114.639 110.611 46.9995 20.3158 57.5943 48.5077 21.7684 41.7758 36.8377 18.2271 11.3805 17.2481 33.803 30.9798 9.08656 90.2953 7.80908 28.6149 19.433 15.7189 13.2176 7.30481 9.18185 46.2601 87.8354
internal_count=3121 780 2341 683 514 1914 1896 427 228 489 431 169 358 301 146 76 206 280 246 58 1668 60 204 146 100 80 42 58 421 1650
is_linear=0
shrinkage=0.00296579


Tree=49
num_leaves=31
num_cat=0
split_feature=1 12 12 52 47 50 4 16 15 49 484 1429 124 4 48 42 403 1 43 160 4 13 13 4 0 1 47 4 4 43
split_gain=36.6303 9.37757 8.89205 6.03446 6.14347 7.29197 5.64754 4.48871 4.13196 3.63928 3.2482 3.54398 3.24081 3.23713 3.86699 3.38249 2.91687 2.77097 3.25848 2.50485 2.17191 2.06987 2.0336 1.88484 5.02854 4.28296 2.3844 3.52463 3.4179 1.50863
threshold=0.10089500000000001 -0.064509999999999984 0.083370000000000014 -0.43320999999999993 0.096475000000000019 0.11610000000000001 -0.15764999999999998 -0.51370499999999997 0.083195000000000005 -0.23360999999999996 -0.0068949999999999992 0.084990000000000024 -0.088544999999999985 -0.036839999999999991 0.12879500000000002 -0.090989999999999988 -1.0000000180025095e-35 0.14000500000000002 -0.072864999999999985 -0.079279999999999975 -0.49405499999999997 -0.50061499999999992 -0.0090849999999999976 -0.46376499999999993 0.024095000000000002 1.0000000180025095e-35 0.078875000000000015 0.0052350000000000009 -0.0016099999999999997 -0.51144999999999985
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 12 8 -3 5 13 20 -8 10 -9 -1 16 -2 -5 15 -15 -12 18 -6 -17 -4 -11 -22 -18 25 -25 27 28 -27 -23
right_child=1 3 6 4 17 -7 7 9 -10 21 11 -13 -14 14 -16 19 23 -19 -20 -21 22 29 -24 24 -26 26 -28 -29 -30 -31
leaf_value=-0.0029466548132288987 -0.00011570534448271974 -0.0034945560222190879 -0.0020959267180035135 -0.00061044412247397738 0.00065587740562639925 -0.0039524696166861658 0.00096715267654862646 0.0018526210195427032 -0.0036612279836009576 0.002857266536936983 -0.0037221654893190214 0.0036688284472237175 0.0034617803853246782 -0.00094479720526422168 -0.0017522226261787767 0.00063721031287775586 -0.0021191253938463118 0.0014144401393366226 -0.0033010818957707982 0.0035590929013687364 0.0023893167554268845 0.00020126231278052447 -0.0013713201626187708 -0.0031331969139244721 0.0041269966617437422 0.0013997526925225599 -0.0018898472486533165 0.0036167466091266151 -0.0030580972426582109 -0.0031355307186232608
leaf_weight=4.4528595954179755 3.3291798681020763 4.3423912785947314 4.1851260773837566 5.3088686689734415 3.3237208202481261 2.6659377962350836 3.4270773082971564 1.7292916849255551 4.4596196077764025 0.65604580938815971 2.4589964039623764 2.7780962511897078 17.477151300758123 2.6298353821039262 2.4560064226388922 3.9386264830827811 3.8221912868320969 3.2650171518325797 7.4495087228715411 18.272187773138281 4.1581746339797974 1.5261992029845703 2.5692256018519384 4.3997557647526326 3.421039640903472 5.9515045620501121 3.4876663237810126 4.4260182008147231 2.7897975593805251 76.574962131679058
leaf_count=57 27 96 37 39 33 26 27 9 69 3 34 21 225 18 12 35 41 20 69 180 24 23 23 62 22 43 26 28 24 1768
internal_value=0 0.000995522 -0.00189929 0.000261093 0.000591829 0.00133185 -0.00246518 -0.00275764 -0.000635131 -0.00291624 -0.00027988 7.42201e-05 0.00288935 0.00176391 0.00222569 0.00261899 -0.00025046 -0.00126749 -0.00208029 0.00304096 -0.000216243 -0.00302095 0.000953112 5.12195e-05 0.000390145 -0.00021703 0.000553335 0.00120047 -2.29757e-05 -0.00307033
internal_weight=0 74.4584 137.274 53.6521 49.3097 35.2715 94.8261 83.9136 42.4475 80.4865 37.9879 33.5351 20.8063 32.6055 27.2967 24.8406 30.757 14.0382 10.7732 22.2108 10.9125 78.7572 6.7274 28.298 24.4758 21.0547 16.655 13.1673 8.7413 78.1012
internal_count=3121 780 2341 528 432 310 1914 1830 427 1803 358 301 252 284 245 233 280 122 102 215 84 1794 47 246 205 183 121 95 67 1791
is_linear=0
shrinkage=0.00332321


Tree=50
num_leaves=31
num_cat=0
split_feature=1 52 12 484 160 4 133 128 14 376 3 0 12 453 51 16 457 49 48 4 484 3 1 4 47 1 151 2 13 403
split_gain=59.4218 14.2308 12.5385 10.1952 7.94625 7.37165 5.62673 5.2611 5.16031 4.27923 5.21088 6.89444 3.59913 4.36728 3.51851 3.39852 2.91646 4.21533 2.63294 2.5682 2.3182 3.33985 2.01883 3.2669 4.16623 1.69466 1.58825 1.57657 1.50985 1.21687
threshold=0.099195000000000019 -0.40306999999999998 0.083370000000000014 -1.0000000180025095e-35 -0.40698999999999991 -0.15764999999999998 -0.25159999999999993 0.086435000000000012 0.062655000000000016 0.049360000000000008 -0.12018999999999998 -0.13027499999999997 -0.040564999999999997 1.0000000180025095e-35 -0.076794999999999988 -0.51370499999999997 0.083995000000000014 -0.076109999999999997 0.086260000000000017 -0.49405499999999997 -0.067484999999999989 -0.03694999999999999 0.122185 -0.013125 0.10670500000000001 0.086105000000000015 -0.27559499999999998 -1.0000000180025095e-35 -0.016469999999999995 0.03138500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 8 20 -5 19 -6 12 9 10 -1 18 -8 14 -14 -7 26 -18 25 -4 21 -3 23 -16 -25 -12 -17 -13 -21 -28
right_child=1 3 5 4 6 15 7 -9 -10 -11 11 27 13 -15 22 16 17 -19 -20 28 -22 -23 -24 24 -26 -27 29 -29 -30 -31
leaf_value=0.001367158279552908 -0.0022911498924859715 -0.0024439581417888094 -0.0016457339380849445 -0.0026328541956638033 -0.0019758811381606215 0.00025964208239742843 0.0028175500580474447 -0.0017412959968356027 -0.0030809938279603858 0.0019419451462642776 0.00017168041695058022 -0.00044656736928460749 -0.00022979062644649836 -0.001554810343289367 -0.0006607320182004555 -0.00012721613161840713 0.0015286892026368057 -0.002740263953221632 -0.00095876257423680149 0.0019610890401400146 -0.0033016925436078056 0.0011399852226766558 0.0028852007893144945 0.0025929122283195995 -0.00086368721975410058 0.0026679312458354519 -0.0026363536477730233 -0.0025336918871053842 -0.00038169773691478339 -0.0018117714457849968
leaf_weight=7.6855819709599009 7.8612260371446601 3.028158575296402 4.4270302429795265 2.7599141336977473 2.5060858055949202 3.3656693175435057 25.14245231449604 2.4688174426555625 4.4030258506536475 5.4209719672799102 3.5172296091914159 2.9051485881209365 4.8237638324499121 2.6881476417183867 3.4565434716641859 1.8607810698449601 2.9829495623707771 3.0519405193626872 5.2218610271811485 3.7064927145838737 2.5155951119959337 3.8540484607219696 13.132310613989828 14.687309704720983 2.6907083950936785 3.5779374018311501 76.615622814744711 12.587073333561422 3.477003585547207 13.769565504044293
leaf_count=46 119 29 36 26 17 23 250 16 48 39 31 21 31 20 27 29 20 51 32 19 26 29 97 112 17 22 1440 168 28 252
internal_value=0 0.000994109 -0.00158927 0.00130247 0.00161923 -0.00204352 0.00178314 0.00191949 -0.000454053 -0.000171363 -0.00049412 -0.00100852 0.00205515 0.00159302 0.00181116 -0.00226372 -0.00235013 -0.000630189 0.000417552 -0.000115767 -0.00120378 -0.000436943 0.002101 0.00160671 0.00205771 0.00143049 -0.00246265 -0.00214231 0.000827118 -0.00251073
internal_weight=0 91.6151 158.576 83.7539 74.3561 113.257 71.5961 69.0901 45.3188 40.9158 35.4948 27.8092 66.6212 41.4788 38.7906 101.647 98.2809 6.03489 12.317 11.6105 9.3978 6.88221 33.9669 20.8346 17.378 7.09517 92.246 15.4922 7.1835 90.3852
internal_count=3121 816 2305 697 613 1898 587 570 407 359 320 274 554 304 284 1815 1792 71 85 83 84 58 253 156 129 53 1721 189 47 1692
is_linear=0
shrinkage=0.00255377


Tree=51
num_leaves=31
num_cat=0
split_feature=1 12 12 16 2 4 453 14 50 0 3 376 3 0 16 457 49 38 16 16 4 48 11 13 151 0 456 1 51 403
split_gain=42.8654 11.4346 9.58723 7.50113 7.27887 6.12527 5.11123 4.24861 4.05236 3.29005 3.46662 3.25243 3.972 5.61366 3.04939 3.0615 3.84789 2.95189 2.86911 3.85201 2.78249 2.73656 1.98275 1.79194 1.72196 1.66675 1.46388 1.46307 1.45724 1.40681
threshold=0.099195000000000019 -0.064509999999999984 0.083370000000000014 -0.072804999999999981 0.11448000000000001 -0.15764999999999998 1.0000000180025095e-35 0.062655000000000016 0.11941000000000002 -0.08824499999999999 0.10542000000000001 0.049360000000000008 -0.12018999999999998 -0.13027499999999997 -0.51370499999999997 0.083995000000000014 -0.076109999999999997 0.10657000000000001 -0.013324999999999998 0.033715000000000009 0.36766000000000004 0.086260000000000017 0.079915000000000014 0.10591500000000001 -0.27559499999999998 0.12500000000000003 0.086650000000000019 0.092390000000000014 -0.010009999999999998 0.03138500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 17 7 6 18 22 9 11 -6 10 20 12 -1 21 -7 24 -17 26 -5 -20 -3 28 25 -21 -16 -4 -2 -15 -14 -26
right_child=1 3 5 4 8 14 -8 -9 -10 -11 -12 -13 13 27 15 16 -18 -19 19 23 -22 -23 -24 -25 29 -27 -28 -29 -30 -31
leaf_value=0.0011250293401530861 0.0027710905510468778 -0.0012728619853897547 0.001873475440795101 -0.0037075468749123352 0.0018848066537744447 0.00020976110140003961 -0.0022894902721230185 -0.0029476050820982061 -0.0016897980714025572 0.0026437619298437165 0.0019775269318598209 0.0016249185387899293 9.0431984761848077e-05 -0.0025059173582536723 0.00014704067174714234 0.0015392428786371896 -0.0026305656757638902 -0.00022078799179184216 0.0014099193722348815 -0.0021886880331107002 0.0014465576664508071 -0.0010605747095688675 -0.0020206734364198349 0.00019078541903204101 -0.0025285772596558048 -0.0004112298076973575 0.00040288396200647653 -0.00069490012775815359 0.0024318309330384714 -0.0016038695026393487
leaf_weight=7.1142418496310702 18.73062194138766 5.9412652663886636 3.0735358744859678 3.3014492578804537 7.7337767854332906 3.3311189189553252 2.5349645987153044 3.9192576929926863 2.614565446972847 8.778761509805916 8.2122972235083562 5.0348067246377459 3.0277119167149067 10.354118868708612 1.6873885393142689 2.9088431000709534 2.5665900669991961 2.6402875483036032 2.9216520190238962 10.497321482747791 3.80147535353899 5.1280497536063194 2.7251098230481139 2.3948501572012892 66.353567443788052 5.4661700204014778 1.7592200115323056 3.7416490092873564 3.5674970857799035 11.964376520365475
leaf_count=46 224 37 18 34 65 23 19 48 23 88 77 39 27 163 29 20 51 18 22 154 26 32 29 13 1440 36 16 26 26 252
internal_value=0 0.000771184 -0.00148415 0.00018901 -0.000695124 -0.00190147 0.00107903 -0.000487105 0.000981663 0.00139844 0.000789566 -0.000233119 -0.000517174 -0.000969671 -0.00212017 -0.00221097 -0.00041534 0.00224945 -0.00160288 -0.00116349 -0.000211784 0.000299462 -0.000177208 -0.00174668 -0.00233386 0.000411061 0.00256776 -0.00202519 0.00135695 -0.00238731
internal_weight=0 81.8625 141.964 58.7324 29.4636 100.077 29.2688 41.8873 10.3483 26.7338 17.955 37.9681 32.9333 25.819 88.8119 85.4808 5.47543 23.1301 19.1153 15.8138 9.74274 11.7233 11.2648 12.8922 80.0053 8.53971 20.4898 14.0958 6.59521 78.3179
internal_count=3121 816 2305 558 311 1898 247 407 88 228 140 359 320 274 1815 1792 71 258 223 189 63 85 83 167 1721 54 240 189 53 1692
is_linear=0
shrinkage=0.00248218


Tree=52
num_leaves=31
num_cat=0
split_feature=1 12 52 47 50 4 3 16 15 484 1429 403 43 16 52 48 15 49 160 4 13 0 376 132 0 3 48 47 158 403
split_gain=53.1216 12.0357 11.7864 10.8803 6.98069 6.84906 5.2087 5.19899 5.04672 4.06799 4.27133 3.5527 3.47495 4.35534 3.36238 2.80018 3.52723 2.75604 5.70523 2.7438 2.49285 2.43207 2.39095 4.04121 2.84575 2.99118 2.95675 1.3936 1.30944 1.11908
threshold=0.10089500000000001 0.083370000000000014 -0.43320999999999993 0.10019500000000002 0.11843500000000001 -0.15764999999999998 0.16158000000000003 -0.51370499999999997 0.083195000000000005 -0.0068949999999999992 0.084990000000000024 -1.0000000180025095e-35 -0.023869999999999995 -0.11676499999999999 0.13796000000000003 0.12879500000000002 0.035560000000000008 -0.076109999999999997 0.083670000000000008 -0.49405499999999997 -0.0090849999999999976 -0.062294999999999996 0.049360000000000008 0.081465000000000024 -0.13027499999999997 -0.12018999999999998 0.086260000000000017 0.083875000000000019 0.10722000000000002 0.03138500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 8 -2 4 14 19 12 -7 9 -1 11 -11 13 -5 15 16 27 18 -9 -3 -21 -15 23 24 26 -26 -13 28 -4 -19
right_child=2 5 3 6 -6 7 -8 17 -10 10 -12 22 -14 21 -16 -17 -18 29 -20 20 -22 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=-0.0021429226277251225 -0.0025001264625699403 -0.0015688086952450773 0.0025408846958360869 0.0024202307319156711 -0.0017865123291274053 0.00068282158974032506 0.0022735930358503752 -0.0023145348961995972 -0.002616953660854713 -0.0026607132534009915 0.0027486840603723997 0.0015997362362227304 -0.0020904699499755442 -0.0028686031169921156 8.1389841396849468e-05 0.00012611428668698446 0.00029322267273863871 -0.002373703598060454 0.0019756292871327217 0.0018866428728335262 -0.00097696109798885069 0.00038877295600540652 0.0015664011074340103 0.0025829098083052738 0.00069589756640982769 -0.0018895991584160926 -0.00092747934614532685 0.00061947257867042823 0.00056450118582865034 -0.0016406102575707048
leaf_weight=4.9952917881309977 5.3447771817445746 4.4706161320209503 38.199110612273216 2.851727783679963 3.2095274180173865 3.7095609083771697 3.2157558798789969 4.742479156702756 5.152844224125146 2.7969834953546515 3.0961148031055918 5.4693452380597609 7.9837640300393113 2.4696606658399114 5.8514108359813681 4.223310872912406 5.1908156573772422 74.98826177418232 2.6617287620902061 4.3256482481956482 2.7254827357828599 2.5752791389822951 5.1018482111394396 2.598284348845481 3.3020587936043766 9.6627740003168601 4.7641138881444931 2.4384151399135581 1.9372839778661717 13.517143074423073
leaf_count=57 97 37 375 21 27 27 23 61 69 34 21 38 63 28 39 23 34 1470 17 24 23 18 36 15 17 110 30 15 17 255
internal_value=0 -0.00142285 0.000871885 0.00109676 0.00158003 -0.0018434 -0.000448254 -0.00204139 -0.000427108 -0.000157073 0.000112552 -0.00012967 -0.000999422 0.000103659 0.00176684 0.00195654 0.00211838 -0.00214675 -0.00077227 -0.000131515 0.00077977 -0.00120582 9.9445e-05 -0.000190678 -0.000501329 -0.00123109 0.000423209 0.00234091 0.00244549 -0.00226174
internal_weight=0 158.081 85.4908 80.1461 61.0499 111.141 19.0962 99.6192 46.9397 41.7868 36.7915 33.6954 15.8804 7.89667 57.8403 51.9889 47.7656 95.9096 7.40421 11.5217 7.05113 5.04494 30.8984 25.7966 23.1983 12.9648 10.2335 42.5748 40.1364 88.5054
internal_count=3121 2341 780 683 530 1914 153 1830 427 358 301 280 130 67 503 464 441 1803 78 84 47 46 246 210 195 127 68 407 392 1725
is_linear=0
shrinkage=0.00234521


Tree=53
num_leaves=31
num_cat=0
split_feature=12 4 1 13 39 3 47 4 3 49 52 0 4 1186 394 11 484 474 0 3 147 47 48 52 1429 1 13 1 52 0
split_gain=36.8919 14.017 10.3112 7.38165 6.53559 5.86199 4.52909 6.40679 4.12648 4.06199 3.88924 5.02559 3.42072 2.85467 4.45931 2.65382 2.38033 3.03902 2.39671 2.37766 2.5726 2.2326 4.17111 2.3735 2.20177 2.14987 1.8976 2.00955 1.58458 1.46646
threshold=0.051320000000000005 0.36766000000000004 0.094385000000000011 -0.0025349999999999995 0.14059500000000003 0.14121000000000003 0.096475000000000019 -0.14723499999999998 -0.10023499999999998 -0.23360999999999996 -0.12005499999999998 -0.060129999999999996 -0.27825499999999997 0.085175000000000015 -0.083324999999999982 0.087830000000000005 -0.0068949999999999992 0.084660000000000027 0.13134000000000004 0.0051600000000000005 0.089025000000000007 0.090100000000000013 0.10396500000000002 0.15915500000000002 0.084930000000000019 0.12337000000000002 -0.094514999999999988 0.08844500000000001 -0.065544999999999978 -0.23051499999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 16 21 5 8 7 -5 10 -10 -2 24 -13 26 -15 -3 -1 18 29 -9 28 23 -23 -4 -12 -8 27 -11 -21 -18
right_child=1 15 3 6 -6 -7 25 19 9 13 11 12 -14 14 -16 -17 17 -19 -20 20 -22 22 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0036495142616926441 -0.0032549394328991658 0.0035157012594088919 0.0034250353329602851 -0.0032635570330986079 0.0038715160902812367 0.0015024376963156496 -0.0034234233514648512 0.0036434564537880321 0.0010461133842264341 -0.0023303035101479926 -0.0023825786451122911 -0.00034060668030426629 0.004184610696881778 -0.0033543940968186617 0.0056096367743560605 0.00020065890700952615 0.00054015458722425863 0.0020852520190192065 0.0010955430038879874 -0.0016961474335042872 0.0035190070849658306 -0.0017240001366816721 0.0036066101918087838 -0.00066228918651664462 0.0018708358763877605 0.00010739377881659023 -0.0031341129949270436 0.0016031933691003813 0.0012404779126106635 -0.0020226799430625286
leaf_weight=2.6662685722112682 7.2424994185566929 4.6725735552608949 22.189458761364229 2.8126993328332963 1.7855309769511212 4.022435910999774 3.7944498695433131 5.5983821041882065 2.7805808782577506 6.1189436353743067 9.5103927776217478 3.8711793795228004 3.042978219687936 1.2707136049866679 1.0206252858042706 5.208294115960598 2.7709854096174302 3.9657955504953852 4.4352351054549208 3.0310617946088376 3.1795460507273674 2.9555975496768943 3.0339694172143936 1.5502542331814755 1.4275720827281482 3.2785401344299316 73.876001287251711 1.6906675100326536 4.9094905629753987 12.777650635689495
leaf_count=36 124 43 279 29 14 20 30 59 15 101 140 29 17 28 14 36 22 35 24 20 30 19 32 11 10 24 1690 19 31 140
internal_value=0 -0.00188513 0.000850972 0.00162493 -0.00219194 -0.00228537 0.000402868 0.00119583 -0.00242159 -0.00275149 -0.00128104 -0.000480244 0.00165098 -0.00287723 0.000638431 0.00176831 -0.000787132 -0.000468468 -0.000975254 0.00194607 0.00109152 0.00271853 0.00097618 0.00315812 -0.00182744 -0.00178679 -0.00297585 -0.00147876 0.000119511 -0.00156595
internal_weight=0 127.541 82.9494 56.3334 117.66 115.875 26.6042 19.5312 111.852 86.7575 25.0946 17.8521 6.91416 83.977 2.29134 9.88087 26.6159 23.9497 19.9839 16.7185 11.1201 29.7293 5.98957 23.7397 10.938 7.07299 81.6856 7.80961 7.94055 15.5486
internal_count=3121 2300 821 564 2221 2207 223 169 2187 1867 320 196 46 1852 42 79 257 221 186 140 81 341 51 290 150 54 1810 120 51 162
is_linear=0
shrinkage=0.00319361


Tree=54
num_leaves=31
num_cat=0
split_feature=1 52 12 484 4 160 133 14 128 159 0 0 4 160 49 16 49 43 1 15 40 11 484 3 456 15 3 4 43 1186
split_gain=48.9387 11.856 11.3561 9.22625 6.66223 5.95742 4.69018 4.62181 4.59575 3.52478 3.59063 5.84342 7.54198 3.51073 3.45761 3.27589 3.18478 2.69864 2.51147 2.4528 3.52042 2.23715 2.19214 2.97509 2.18608 1.98138 1.95049 1.60081 1.30085 1.278
threshold=0.099195000000000019 -0.40306999999999998 0.083370000000000014 -1.0000000180025095e-35 -0.15764999999999998 -0.26568499999999995 -0.25159999999999993 0.062655000000000016 0.086435000000000012 -0.029685 -0.13027499999999997 -0.071924999999999989 -0.46376499999999993 0.086325000000000013 0.27293500000000009 -0.51370499999999997 -0.15498999999999999 -0.24021999999999996 0.092390000000000014 0.035560000000000008 -1.0000000180025095e-35 0.079915000000000014 -0.067484999999999989 -0.03694999999999999 0.090170000000000014 -0.008624999999999999 0.10732000000000001 -0.49405499999999997 -0.51144999999999985 0.085175000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 7 22 21 -5 -7 9 14 -1 13 18 -13 25 17 -6 -17 -8 -12 24 -21 27 23 -3 -19 -11 28 -4 -18 -30
right_child=1 3 4 5 15 6 8 -9 -10 10 11 12 -14 -15 -16 16 26 19 -20 20 -22 -23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=-0.0027559875728943822 -0.0023642856546616082 -0.0025605628565714363 -0.0010185191303914104 -0.0021951469532360411 0.00037437182236423023 -0.0019122032449718504 -0.00017303644781297363 -0.0031930212903109774 -0.0017531322950559937 0.0012435612248092745 -0.00282295537755984 -0.0019256018752036941 0.0025656765531301253 -0.00050585443958974527 -0.00035978395884222157 0.00096702391503153775 -0.00019059998544010881 0.0027964285400887139 0.00023131035333904491 0.0032222569657893506 -0.00079095444366227528 -0.0022149659457229146 -0.0035676884334895796 0.0011214481235201806 0.00054322051725457453 0.0039386654337275626 0.00081014300023641065 0.0014564338596822777 -0.0026573752354169173 -0.00055201658989288704
leaf_weight=3.3902439512312403 6.9429327100515357 2.8547653257846832 2.9535635337233535 2.8153854347765437 3.203598126769065 2.3713513799011698 3.1164149343967429 3.9519711695611468 2.3462301343679419 5.0040204003453246 7.612882196903227 4.5560235641896725 6.9353822171688098 5.2508158013224593 3.8919008746743193 1.9955657646059979 1.6815927959978569 44.429446376860142 2.6758808866143227 2.7480853497982025 3.8729859553277484 2.772845607250928 2.2754265554249269 3.7128056585788727 3.4096792861819258 3.3485252112150183 1.2893587350845326 5.5027462318539611 78.50643914565444 2.1792565733194342
leaf_count=41 119 29 22 28 23 17 20 48 16 35 111 49 49 37 25 12 23 428 18 23 27 29 26 29 29 19 6 32 1714 37
internal_value=0 0.0010313 -0.00156966 0.00133415 -0.00206931 0.00166837 0.00183272 -0.00039924 0.00197188 -0.000114487 0.000138606 -0.000544119 0.000785009 0.00123171 0.00211406 -0.00231804 -0.00241874 0.00228128 -0.00202861 0.00242173 0.000874735 -0.000101133 -0.00127379 -0.000479034 0.00263583 0.00232403 -0.0024995 0.000591999 -0.00255131 -0.00260051
internal_weight=0 84.7874 142.811 77.8445 100.085 69.0015 66.1861 42.7257 63.8147 38.7738 35.3835 21.7802 11.4914 13.6034 61.4685 88.8558 85.6522 57.5766 10.2888 54.4602 6.62107 11.2292 8.843 6.56757 47.8391 8.35255 83.6566 8.45631 82.3673 80.6857
internal_count=3121 816 2305 697 1898 613 585 407 568 359 318 227 98 91 552 1815 1792 527 129 507 50 83 84 58 457 54 1780 54 1774 1751
is_linear=0
shrinkage=0.00271187


Tree=55
num_leaves=31
num_cat=0
split_feature=1 12 12 52 4 47 50 14 16 49 52 160 52 150 2 48 4 38 43 1 43 13 4 1 43 1429 52 48 16 456
split_gain=34.5086 8.98631 8.3598 5.74066 5.56963 5.42989 6.71509 4.13379 4.11518 3.37945 3.24641 3.52434 4.28778 3.99753 2.99989 3.40899 4.10015 2.96193 2.5924 2.27314 4.00311 1.98268 1.91064 1.80829 2.82281 1.7872 1.7775 1.57443 2.48692 1.55679
threshold=0.10089500000000001 0.083370000000000014 -0.064509999999999984 -0.43320999999999993 -0.15764999999999998 0.10019500000000002 0.11610000000000001 0.062655000000000016 -0.51370499999999997 -0.23360999999999996 0.19022000000000003 -0.072114999999999985 0.084505000000000011 0.11235000000000002 0.14285500000000004 0.12879500000000002 -0.036839999999999991 0.10657000000000001 -0.079329999999999984 0.077565000000000009 -0.079109999999999986 -0.50061499999999992 -0.49405499999999997 0.14000500000000002 -0.072864999999999985 0.084990000000000024 -0.085984999999999992 0.086260000000000017 -0.056919999999999991 0.08777500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 7 17 -4 22 6 14 10 -6 -10 11 25 13 19 15 16 -5 29 -18 -13 -21 -11 -3 24 -7 -1 -22 28 -28 -2
right_child=2 4 3 5 8 23 -8 -9 9 21 -12 12 -14 -15 -16 -17 18 -19 -20 20 26 -23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=0.00086449563424277425 0.0033026626163644088 -0.0017623683824837726 -0.0031362784086652316 -0.0014889797699030015 0.00073616587173689274 0.00064557660126354148 -0.0035268086180020009 -0.0035032074832451509 0.0015354150995097759 0.002506915595625667 -0.0035848701383383022 -0.0026496850670383295 0.0021163594732475539 0.0031034379437700566 0.0035080242541574622 -0.0018896478014861651 0.00020563948936679676 -0.00050236569820499041 0.0026702684420009276 0.0029214533364817987 -0.0033553014657366747 -0.0027302322408018324 0.00083992803930140294 0.001013730284363181 -0.0027370598389302161 0.0040631809872133532 0.0021350148644099097 -0.0024514001259958521 -0.0018610808066377648 0.00017279116785413182
leaf_weight=4.534088782966136 16.109622754156597 4.0623772740364075 3.9730369970202437 3.4435667544603339 3.5057872831821433 3.2760519236326209 2.4808302856981745 3.6685723997652522 1.7450595572590817 0.65471436083316703 2.3449611924588671 7.5581490397453406 4.9626033157110205 1.9972745925188053 5.9592257291078559 2.9342628121376029 5.1275303140282729 2.4297899380326262 15.146483965218065 2.3884256109595343 2.9306415095925358 72.437258630990982 6.7246064692735654 2.9830039143562308 6.833082851022481 2.3966250196099281 3.001215681433679 2.8777392581105232 2.6166566051542639 1.5650378391146649
leaf_count=45 219 37 96 27 27 33 26 49 9 3 30 113 32 12 62 15 39 18 144 26 42 1791 47 18 68 17 19 18 24 15
internal_value=0 -0.00162322 0.000957818 0.000325152 -0.00215843 0.000610566 0.00122487 -0.000467533 -0.00243633 -0.00258495 -0.000171413 5.55762e-05 -0.000412873 -0.000949952 0.00158635 0.00115667 0.00153355 0.00259915 0.00204694 -0.00132874 -0.000606034 -0.00268332 -0.000140097 -0.00103602 -0.00164085 0.00197059 -0.00134338 -0.000649354 0.000273739 0.00302552
internal_weight=0 130.407 72.2615 52.1571 89.1298 48.184 35.0919 41.277 78.3428 74.837 37.6084 35.2634 28.3327 23.3701 32.6111 26.6518 23.7176 20.1045 20.274 21.3728 13.8147 73.092 10.787 13.0921 10.1091 6.93071 11.4263 8.49561 5.61787 17.6747
internal_count=3121 2341 780 528 1914 432 313 427 1830 1803 378 348 286 254 287 225 210 252 183 242 129 1794 84 119 101 62 103 61 43 234
is_linear=0
shrinkage=0.00299599


Tree=56
num_leaves=31
num_cat=0
split_feature=12 4 1 13 0 43 1 3 49 13 457 2 48 457 1 41 47 48 48 51 51 12 52 16 160 160 12 12 16 151
split_gain=30.2227 11.9868 8.49033 7.23579 5.81373 4.85128 4.65206 3.72918 3.58222 3.75338 2.93011 3.18293 2.86929 3.07735 3.02084 2.32518 2.14001 3.70829 2.1726 2.00315 2.11869 2.58336 4.43968 1.92576 1.93653 2.72935 2.58925 1.92186 1.71689 1.54638
threshold=0.051320000000000005 0.36766000000000004 0.092390000000000014 -0.0025349999999999995 -0.060129999999999996 -0.40263499999999991 0.13021500000000003 -0.045649999999999989 -1.0000000180025095e-35 -0.42195999999999995 0.080930000000000016 0.089885000000000007 0.11951500000000001 0.093100000000000002 0.10538500000000002 0.083035000000000012 0.090100000000000013 0.10396500000000002 -0.075224999999999986 -0.096089999999999981 0.08955500000000001 -1.0000000180025095e-35 0.084240000000000023 -0.16927999999999996 -1.0000000180025095e-35 0.08443500000000001 0.09474500000000001 0.092200000000000018 0.083160000000000026 -0.27559499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 19 16 6 -6 10 -5 -7 -10 23 -12 13 14 -9 -3 18 -18 -4 -1 21 22 -21 24 -2 26 -26 28 -11 -25
right_child=1 15 3 7 5 8 -8 12 9 27 11 -13 -14 -15 -16 -17 17 -19 -20 20 -22 -23 -24 29 25 -27 -28 -29 -30 -31
leaf_value=-0.0034403380580410817 -0.0036032059923279897 0.0026853218918064191 -0.00013397105721789395 0.0034367266218955656 0.0055794196211846024 0.0021969192243785516 0.0039240201640788151 -0.0020906168645841829 0.0020773948359279816 0.0016658526646657881 -0.0024891493475542089 0.0020523665540412581 -0.0022796441557538026 0.0031187803194605312 0.00093703422775761843 -0.00097949571922161362 -0.0015954755238167086 0.0036031868501683693 0.0034493822208347953 -0.0028137337128579642 -0.0029820611050693484 0.0011031100221772041 0.0031685146301451746 6.0895699902695119e-05 0.0032131338503108378 -0.0036414288194350011 -0.0012586406322508117 -0.0029921171795206083 -0.002210290566383884 -0.0030288449884395873
leaf_weight=2.70065784826875 3.1855075508356094 6.9018896669149381 1.92892342433334 3.4976818338036564 1.2487257085740591 3.1416671313345459 1.1678443700075138 5.484120596200234 2.5325981080532136 2.1202596127986864 3.6316067539155474 2.877211906015873 5.0755311734974375 3.6325085796415797 9.1442047618329507 2.4367515370249748 2.9486438632011405 2.7665969245135784 20.113588452339172 5.6869789212942203 2.9797433689236632 9.2765315547585452 1.6693412028253076 1.7310704477131356 2.2968372628092748 2.2183936312794685 3.2570350132882595 9.8412728160619718 2.7057264596223831 63.40073849260807
leaf_count=57 51 62 18 40 9 26 9 55 13 12 60 29 39 31 73 17 19 32 280 71 33 62 11 33 19 33 25 184 33 1685
internal_value=0 -0.00177314 0.000840144 0.00152528 -0.00208357 -0.000591206 -0.00246821 0.000331013 -0.000970008 -0.00154847 -0.00255859 -0.00048158 -0.000134476 0.000461766 -0.000198024 0.00172905 0.0026798 0.000921059 0.00313581 -0.000836105 -0.000477502 -2.88151e-05 -0.00145621 -0.00273626 -0.0014853 -0.000617261 0.000590689 -0.00217455 -0.000507337 -0.00294673
internal_weight=0 114.695 76.9051 54.5918 105.356 21.5902 83.7662 26.834 20.3415 17.1999 82.5984 6.50882 23.3364 18.2608 14.6283 9.33864 27.7578 5.71524 22.0425 22.3133 19.6126 16.6329 7.35632 76.0896 10.9578 7.77227 5.55387 14.6673 4.82599 65.1318
internal_count=3121 2300 821 587 2221 277 1944 238 268 242 1935 89 198 159 128 79 349 51 298 234 177 144 82 1846 128 77 44 229 45 1718
is_linear=0
shrinkage=0.00322531


Tree=57
num_leaves=31
num_cat=0
split_feature=12 4 13 1 0 13 1 132 3 15 484 1 47 1 52 457 0 124 2 11 3 0 4 3 16 3 160 2 12 133
split_gain=26.2681 10.439 7.39531 5.85528 5.36601 4.25057 4.09279 3.84389 3.064 2.99718 3.52615 2.95012 3.62162 3.34813 3.60467 2.75408 2.76029 2.58829 2.57651 2.31468 2.24261 2.01556 2.067 1.96571 1.929 1.89139 1.81761 2.44597 1.65755 1.56021
threshold=0.051320000000000005 0.36766000000000004 -0.0044799999999999987 1.0000000180025095e-35 -0.060129999999999996 0.11596500000000001 0.13021500000000003 0.087955000000000019 0.097915000000000016 0.035560000000000008 -0.0068949999999999992 0.13820500000000002 0.10621500000000002 0.10060500000000001 -0.085984999999999992 0.080930000000000016 -0.10474999999999998 -0.087894999999999987 0.10327000000000001 0.087830000000000005 -0.082154999999999992 -0.23091999999999999 -1.0000000180025095e-35 -0.10519499999999998 -0.16927999999999996 0.12178000000000001 -1.0000000180025095e-35 0.092365000000000017 0.091200000000000017 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 3 -1 6 8 15 9 18 10 -4 12 13 14 -12 24 -17 -5 23 -3 -18 -16 -23 28 26 -15 -2 -28 -6 -19
right_child=1 19 7 17 5 -7 -8 -9 -10 -11 11 -13 -14 25 21 16 20 29 -20 -21 -22 22 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=-0.0018458886266537577 -0.0032314517094513152 0.003082446271672964 -0.0023176316885126715 0.00011432051087250932 -0.0012447223092939763 0.0024329400822276264 0.0034858540840741214 0.0032887086112210161 0.0016879766300895165 -0.0025238908258543797 -0.0031080390470701502 0.0035586577649312722 -0.0030178760508145406 0.0024764291463814005 0.0026190124894806713 0.0030719515005339674 -0.0029988352281187687 0.00071193038023607412 -0.0031430835105517082 0.00011404247736464646 0.0011160778250608832 0.00080219855691176221 -0.0018629442226124665 -0.0024216548669119403 -0.002620187967883522 -0.00079187920659736172 0.00080929434723740312 -0.0025749268261464012 0.0019807784839521356 0.0029493086084951608
leaf_weight=3.3082311265170601 2.9107156805694103 4.1006718762218934 4.8565363939851514 4.0373523868620458 2.6024351418018341 3.5021104812622061 1.0767739564180363 2.744215663522481 2.8268513455986968 4.5362803842872372 3.2472479939460852 2.282410714775323 2.853739444166421 7.6326440423727018 2.6301870457828107 1.4902852550148962 3.0556718669831748 3.0715183056891062 5.8215381912887088 4.9545896053314209 1.7961854077875608 6.3317434117198035 4.0917168185114763 3.2781480737030559 60.007135175168514 1.8860577568411825 4.6506781838834268 3.001289363950491 2.8521285094320774 19.970205530524243
leaf_count=46 51 43 52 38 22 31 9 26 14 48 49 17 29 85 20 9 60 36 143 36 20 44 39 48 1718 12 39 38 19 280
internal_value=0 -0.00154508 0.000720344 0.00182444 -0.00182014 -0.00050442 -0.00217246 -5.82223e-05 -0.00109627 -0.000285856 -2.36816e-06 0.000360865 0.000106319 0.000451625 -0.000352582 -0.00225168 -0.000406911 0.00227285 -0.00163705 0.00145828 -0.00147547 0.00033287 -0.000244 -0.00063307 -0.00241747 0.00182884 -0.00126579 -0.00051808 0.000441855 0.00265106
internal_weight=0 107.927 73.4801 30.3873 98.8719 20.8832 77.9887 43.0928 17.3811 40.3486 35.8123 30.9557 28.6733 25.8196 16.3009 76.912 6.34214 27.0791 14.5542 9.05526 4.85186 13.0536 10.4235 8.73271 70.5698 9.5187 10.5627 7.65197 5.45456 23.0417
internal_count=3121 2300 821 400 2221 277 1944 421 246 395 347 295 278 249 152 1935 89 354 232 79 80 103 83 89 1846 97 128 77 41 316
is_linear=0
shrinkage=0.00292253


Tree=58
num_leaves=31
num_cat=0
split_feature=1 12 52 484 3 12 15 2 48 15 3 47 42 11 484 147 160 39 13 39 4 3 3 160 130 2 49 0 38 484
split_gain=49.2046 11.2948 11.0242 9.94319 6.06926 5.26266 4.65639 4.58553 4.61647 4.73901 4.45952 4.08093 3.60584 3.54593 3.36757 3.49827 3.05596 2.74138 2.40522 3.15181 2.72834 3.97266 2.98475 2.32707 2.31581 3.77409 2.65949 2.18187 2.12401 1.9551
threshold=0.10089500000000001 0.083370000000000014 -0.40306999999999998 -1.0000000180025095e-35 0.10732000000000001 -0.054684999999999991 0.083195000000000005 0.14838000000000004 0.12230500000000001 0.035560000000000008 -0.10023499999999998 0.088195000000000009 -1.0000000180025095e-35 0.081790000000000015 -0.0068949999999999992 0.086575000000000013 -0.079279999999999975 0.094675000000000009 -0.10664 0.085060000000000011 -0.46376499999999993 -0.12018999999999998 -0.0080949999999999998 -1.0000000180025095e-35 -0.082549999999999985 0.087815000000000018 -0.15498999999999999 -0.059114999999999994 0.10657000000000001 -0.067484999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 -2 29 10 28 14 8 9 11 12 16 -3 23 -1 17 -7 18 -16 20 -20 -22 -23 -14 25 -12 -26 -25 -5 -4
right_child=2 4 3 5 -6 7 -8 -9 -10 -11 24 -13 13 -15 15 -17 -18 -19 19 -21 21 22 -24 27 26 -27 -28 -29 -30 -31
leaf_value=-0.0019013519689877385 -0.0019129242289025092 -0.0023649931260099153 -0.00049152565288324891 0.0024885799983798496 0.00096748737189621538 0.00016570017578592793 -0.002439421253413961 0.0027049840698620958 -0.0011687086399990605 -0.0012118979825942943 -0.002351508612498348 -0.0001849302994565603 -0.00081132502663799173 -0.0024532859547268986 0.0020055426449360762 0.002677153168145598 0.0022291012229693594 -0.0020055886231448382 -0.0023008374787876046 0.0016075236429820604 0.0023562822819142141 -0.0021637296273326542 4.2458375705754958e-05 0.00010582218979030953 0.00028767336939866206 0.0030364936992385103 -0.0021607369906689756 0.0028328579623050441 0.00021875927665575496 -0.0028717332174111715
leaf_weight=4.5168301388621321 6.4636528715491286 5.0953931622207191 6.652893640100956 20.26160549372435 4.0438487827777854 4.4545750766992631 4.6690861321985713 6.2343416735529891 5.7496019676327697 4.180611163377761 1.4328199960291379 6.7347460426390162 4.2098454833030701 2.6154574304819098 3.0597167648375061 2.4520851261913768 16.639249682426453 3.2072537280619136 3.2085351273417535 4.5523438453674308 2.7635071240365567 4.0266195274889531 11.799231152981507 3.1466225162148476 2.2365191131830207 1.1450762860476968 75.137120369821787 2.642552971839903 2.2415455952286711 2.2644932828843576
leaf_count=57 109 96 58 228 18 34 69 53 38 28 29 45 31 35 21 18 145 38 39 36 19 47 83 31 12 14 1636 12 16 26
internal_value=0 -0.00128271 0.000860267 0.00109796 -0.00168872 0.00139217 -0.000349646 0.000946988 0.000656725 0.000984616 -0.00179871 0.00131459 -0.000794112 -0.000159583 -0.000103162 0.00012844 0.00179335 -6.31658e-05 0.000148662 -6.6954e-05 -0.000416657 -9.14468e-05 -0.000518869 0.000440384 -0.00202123 4.17893e-05 -0.00208996 0.00135062 0.00226248 -0.00109596
internal_weight=0 145.96 81.8773 75.4137 101.705 66.4963 44.2552 43.9931 37.7588 32.0092 97.6614 27.8286 17.7099 12.6145 39.5861 35.0693 21.0938 32.6172 29.41 26.3502 21.7979 18.5894 15.8259 9.99902 79.9515 2.5779 77.3736 5.78918 22.5032 8.91739
internal_count=3121 2341 780 671 1914 587 427 343 290 252 1896 224 205 109 358 301 179 283 245 224 188 149 130 74 1691 43 1648 43 244 84
is_linear=0
shrinkage=0.00221259


Tree=59
num_leaves=31
num_cat=0
split_feature=12 1 1 3 13 52 130 2 49 484 52 41 16 4 47 15 1 52 51 15 4 47 0 0 16 42 51 3 51 2
split_gain=24.4865 9.8767 7.1287 5.7233 5.78596 5.05233 3.94516 5.14202 4.06514 3.85809 4.18675 4.95419 4.7997 5.26469 3.67926 3.24266 3.27609 3.19006 3.03582 2.94312 4.37236 2.72276 2.17126 2.07722 1.92386 1.76306 1.69721 2.43976 1.69604 1.42344
threshold=0.051320000000000005 0.13021500000000003 0.10557500000000002 -0.10023499999999998 -0.15416999999999995 0.19022000000000003 -0.082549999999999985 0.088475000000000012 -0.23360999999999996 -0.068929999999999977 -0.23798499999999997 0.078475000000000017 -0.0083599999999999976 0.24564500000000003 0.090100000000000013 0.040760000000000005 0.094385000000000011 0.08709500000000002 0.123935 -0.008624999999999999 -0.42529999999999996 0.091680000000000011 -0.18113999999999997 0.041630000000000007 -0.5224049999999999 -1.0000000180025095e-35 -0.076794999999999988 0.099930000000000005 -0.010009999999999998 0.089885000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 9 -5 15 7 -6 -8 -2 -11 12 13 23 18 16 19 24 26 25 -21 -18 -13 -12 -16 -1 27 -4 -27 -30
right_child=1 -3 14 4 6 -7 8 -9 -10 10 11 22 -14 -15 17 -17 21 -19 -20 20 -22 -23 -24 -25 -26 28 -28 -29 29 -31
leaf_value=-0.0035902547084881178 -0.0037770933720297126 0.0025496985296994249 0.0033320931394800269 0.00084635730167667371 -0.0034609632220123157 -0.0040154542198187256 0.0010912635642394649 0.0063133994414595529 -0.0030523556321562792 -0.0034872767936540571 -0.0031422666620018976 0.00053327465837354224 0.0035911277865842712 0.0037782377548320183 0.0011779965258186522 -0.0036730505643645718 0.003085211100707877 0.0031456085130606333 -0.00066068731129430454 -0.0020556575519197887 0.0028798794377298416 -0.0013444845875608151 -0.0036378835084597628 0.0016254947904402706 -0.0023116023462640676 -0.0032189910522848449 0.0033032790510308008 -0.0020136122916957692 -0.0014919343273996962 0.0014372189924125834
leaf_weight=2.8368235900998142 3.7865880951285389 5.6372280195355406 2.0298663489520581 5.3870885856449595 1.1632915847003453 3.505235854536294 2.7047585099935523 1.1912676766514776 60.541207030415535 3.5704316869378117 4.2802533060312324 2.1246945038437843 6.356195461004968 2.4586426317691803 2.7759624533355236 2.240238217636942 7.0155012756586057 2.8157637715339661 2.9451075196266165 2.9712143614888191 5.7833238542079943 1.9361448958516119 3.8150852322578421 1.303623244166374 4.5748250968754274 2.1268190667033204 19.203143615275625 1.7287307418882845 3.2675803378224346 4.0788162536919117
leaf_count=53 54 59 27 32 32 42 15 14 1784 91 79 15 51 19 27 32 84 27 22 32 48 16 49 6 34 24 282 17 25 29
internal_value=0 -0.00170752 0.000801328 -0.00195071 -0.00244814 -0.000244926 -0.00271868 0.00148429 -0.00287515 -0.000675726 -0.000184546 0.00039525 0.0014435 -0.000253817 0.00183854 0.000164809 0.000451245 0.000152676 0.00250012 -0.000260937 0.0012048 0.00212712 -0.00214584 -0.00202918 -0.000993785 -0.00130333 0.00290553 0.000873387 -0.000618488 0.00013437
internal_weight=0 104.32 71.8351 98.6831 70.9876 35.7617 65.6005 2.35456 63.246 27.6955 23.9089 20.3385 14.3987 8.04252 36.0734 32.2565 30.0162 10.1666 25.9068 21.0646 8.75454 8.95165 5.93978 5.58388 7.35079 12.31 22.9617 3.7586 9.47322 7.3464
internal_count=3121 2300 821 2241 1877 385 1845 46 1799 364 310 219 155 104 436 343 311 88 348 211 80 100 64 85 61 131 326 44 78 54
is_linear=0
shrinkage=0.00330686


Tree=60
num_leaves=31
num_cat=0
split_feature=1 12 12 16 2 3 453 14 50 49 3 42 376 3 0 11 150 38 133 52 15 2 16 16 1 133 43 49 4 1
split_gain=56.8136 13.9199 11.8704 8.77476 7.72949 6.41126 5.92152 4.46029 4.3279 4.31525 4.27959 3.83092 3.80429 5.05227 5.65856 3.51446 3.40792 3.27695 3.13616 3.43016 2.37713 2.40903 2.12472 1.91793 2.40701 1.91565 3.39842 1.82688 1.79072 1.62406
threshold=0.099195000000000019 -0.064509999999999984 0.083370000000000014 -0.072804999999999981 0.11448000000000001 0.10732000000000001 1.0000000180025095e-35 0.062655000000000016 0.11941000000000002 -0.24768999999999997 -0.097604999999999983 -1.0000000180025095e-35 0.049360000000000008 -0.12018999999999998 -0.13027499999999997 0.081790000000000015 0.081835000000000019 0.10657000000000001 -0.085499999999999979 0.19022000000000003 -0.028889999999999996 0.090675000000000019 -1.0000000180025095e-35 0.058835000000000005 0.12958500000000003 0.024320000000000005 -0.020444999999999994 0.24950500000000003 -0.27825499999999997 0.092390000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 17 7 6 16 9 18 12 -6 -4 11 -11 13 28 20 25 22 -2 -3 27 21 -15 -5 -24 -25 26 -13 -20 -1 -16
right_child=1 3 5 4 8 -7 -8 -9 -10 10 -12 15 -14 14 29 -17 -18 -19 19 -21 -22 -23 23 24 -26 -27 -28 -29 -30 -31
leaf_value=-0.00011977087304587583 0.0025672925824623636 -0.0010674700061632499 0.0012080146922781271 -0.0035456835848266268 0.0018472719339622757 0.0010521316562139074 -0.0021824919258029173 -0.0027909123457055761 -0.0016226867406215872 -0.0025654871112744072 -0.0023146259030917176 0.0029623695870364961 0.0015979837652981155 -0.0015231204226707883 -0.0024023459672915474 -0.0026600598014389254 0.0012056370470627975 -0.00019681397203786418 0.0022201914039019447 -0.0007128388188857031 0.0020827943616487684 0.0008865597242692201 0.0003058775036631081 -0.0024806488809685362 -5.3217082148005001e-05 -0.0013113520189156035 -0.00037505451591777973 0.00013835578079329203 0.00217806571329882 -0.00060620818351126251
leaf_weight=3.4047818779945374 24.33344350010157 2.5653840899467495 2.2904549762606612 3.345706067979342 8.1946089044213277 3.9786500781774512 2.7865008413791648 4.2406892068684092 2.701555907726287 6.4720297604799297 87.025803506374359 2.9372138306498528 5.5640813559293738 4.9235417544841749 11.527294743806126 2.8249121010303488 2.3548644185066214 2.692652501165866 21.143756255507476 2.9977316707372657 2.9125235229730597 4.4779946617782116 2.8475690595805672 9.0573954395949823 3.0990370139479628 2.8248632699251175 4.1774797588586789 2.6852145642042151 4.3872190937399855 3.7781701833009711
leaf_count=18 240 18 12 33 65 18 19 48 23 107 1652 22 39 37 163 34 15 18 171 22 20 28 22 134 19 26 27 17 28 26
internal_value=0 0.00086192 -0.00149866 0.000255974 -0.000633907 -0.00191207 0.00112988 -0.000469788 0.000986943 -0.00202071 -0.0020903 -0.00107548 -0.000229568 -0.000516724 -0.000993712 -0.000319989 -0.00148691 0.0022919 0.0014439 0.00168406 0.000206029 -0.000375379 -0.00183245 -0.00145042 -0.00186182 0.00034508 0.00100276 0.0019856 0.00117401 -0.00195897
internal_weight=0 90.8054 157.748 63.7793 31.6007 112.531 32.1786 45.2163 10.8962 108.553 106.262 19.2365 40.9756 35.4115 27.6195 12.7645 20.7046 27.0261 29.3921 26.8267 12.3141 9.40154 18.3497 15.004 12.1564 9.93956 7.11469 23.829 7.792 15.3055
internal_count=3121 816 2305 558 311 1898 247 407 88 1880 1868 216 359 320 274 109 223 258 228 210 85 65 208 175 153 75 49 188 46 189
is_linear=0
shrinkage=0.0023775


Tree=61
num_leaves=31
num_cat=0
split_feature=12 4 13 1 0 0 52 48 1 12 1 132 15 15 484 4 48 47 16 42 42 4 124 11 51 51 133 448 130 1
split_gain=23.5172 9.45847 6.99324 5.71183 4.67328 3.67342 3.53459 3.85054 3.45911 3.52822 3.87727 3.45047 2.73051 2.62572 3.00497 2.66153 3.4022 2.61612 2.49163 2.29889 2.73607 3.99945 2.22968 2.21569 1.56377 1.5319 1.45673 1.59456 1.37872 1.33615
threshold=0.051320000000000005 0.36766000000000004 -0.0034749999999999994 1.0000000180025095e-35 -0.060129999999999996 -0.099059999999999995 -0.51296999999999993 0.088965000000000002 0.083135000000000014 0.087625000000000022 0.11588000000000001 0.08783500000000001 0.14654000000000003 0.035560000000000008 -0.0068949999999999992 -0.46376499999999993 0.086260000000000017 0.092710000000000015 -0.51370499999999997 -1.0000000180025095e-35 0.10194000000000002 -0.27825499999999997 -0.087894999999999987 0.087830000000000005 0.092545000000000016 -0.076794999999999988 -1.0000000180025095e-35 -0.065209999999999976 0.13302000000000003 0.090540000000000023
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 3 -1 5 8 -6 19 18 -10 -11 13 28 14 -4 -16 17 25 -2 -8 21 -21 -5 -3 -18 29 -24 -28 -7 -17
right_child=1 23 11 22 6 12 7 -9 9 10 -12 -13 -14 -15 15 16 24 -19 -20 20 -22 -23 26 -25 -26 -27 27 -29 -30 -31
leaf_value=-0.0017313552792514433 0.00071653849921601224 0.0028777000636906629 -0.0020923936675198936 0.0002471284136461559 -0.0029138343467973449 -0.0024926164721602562 -0.0033048110100782754 0.0026522640991748277 0.0035737242022692338 -0.0024503430821739471 0.0022391147154466446 0.0030172279760615119 0.00095050486202469459 -0.0023406872012354256 -0.001904416619770451 -0.0012047519546837173 -0.0015011646865437315 -0.0011076056893856549 -0.0028673579059544478 -0.000862422201955653 -0.0027002631092245565 0.0030599401628921769 0.00070571771407902434 8.5433062967995923e-05 0.0009154148233863743 0.0024084064445199496 2.1070250303525472e-05 0.0029893480305315189 0.0016982174583052199 0.0020174677838970135
leaf_weight=3.3242831248790052 1.9173913951963193 3.9090551286935789 4.683322785422205 4.1071485169231954 3.776134384796026 54.302866838872433 2.0759618096053627 3.4558159094303837 2.0829993672668925 3.4914453309029341 2.2029849588871002 2.5897189565002909 1.8749677464365948 4.2310745231807223 3.7035696599632493 2.0126874540001221 6.4129885211586934 2.7713175676763049 6.6073778439313182 5.2775481045246142 2.4555678591132155 3.1985631268471444 3.0914799608290293 4.9138235747814178 3.0163022316992283 10.068255964666607 1.5057098641991746 17.510842453688362 0.60812956653535266 1.9325144812464712
leaf_count=49 22 43 52 39 110 1687 27 27 13 42 15 26 10 47 46 26 55 18 134 38 47 28 37 36 22 107 17 265 21 15
internal_value=0 -0.00141669 0.000657595 0.00168652 -0.00167565 -0.00200158 -0.000498661 5.52941e-05 -0.000843461 0.000491366 -0.000636148 -7.61727e-05 -0.00233405 -0.000282472 -3.07898e-05 0.000291935 0.000602239 0.00134961 -0.00206127 -0.000634658 -0.000127587 0.000617729 0.00211993 0.00132257 -0.000728134 0.00183555 0.00246786 0.00275432 -0.0024462 0.000373618
internal_weight=0 102.151 70.9612 29.5395 93.3278 73.0882 20.2396 16.4635 16.3022 7.77743 5.69443 41.4218 56.786 38.832 34.601 29.9176 26.2141 16.7848 8.52477 13.0076 10.9317 8.47611 26.2152 8.82288 9.42929 14.0135 22.108 19.0166 54.911 3.9452
internal_count=3121 2300 821 407 2221 1944 277 167 226 70 57 414 1718 388 341 289 243 166 156 140 113 66 358 79 77 148 319 282 1708 41
is_linear=0
shrinkage=0.00276785


Tree=62
num_leaves=31
num_cat=0
split_feature=4 31 151 3 50 457 1 47 39 376 151 133 1 16 48 150 52 0 13 403 393 0 160 1 50 50 1186 1 160 0
split_gain=31.1809 13.2316 11.8506 11.1841 7.45278 5.68039 7.04953 4.63238 3.63203 3.34777 3.08127 2.31475 1.99396 2.92579 1.89574 1.7982 1.52148 1.43637 1.47541 1.25056 3.30019 1.93847 0.924417 0.878296 0.68965 1.3773 0.822534 0.624451 0.613448 0.951169
threshold=0.27834500000000006 -1.0000000180025095e-35 -0.27559499999999998 0.30112000000000005 0.11875500000000001 0.080930000000000016 0.088340000000000016 0.12794000000000003 0.14059500000000003 0.048375000000000008 -0.086944999999999981 0.084655000000000022 0.111945 -0.54165499999999989 0.088965000000000002 -0.17852999999999997 -0.0092699999999999987 0.18019500000000002 -0.47860499999999995 0.03138500000000001 0.08407000000000002 -0.019414999999999998 0.081905000000000019 0.13075500000000004 0.088280000000000011 0.10124500000000002 0.083785000000000012 0.083135000000000014 -0.098904999999999979 -0.23091999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -2 5 7 8 14 12 9 15 -8 -11 13 -4 27 -3 -5 18 -17 23 21 24 -12 28 26 -26 -21 -7 -20 -30
right_child=2 3 4 16 -6 6 10 -9 -10 11 22 -13 -14 -15 -16 17 -18 -19 19 20 -22 -23 -24 -25 25 -27 -28 -29 29 -31
leaf_value=0.0026391628361634501 -0.0035975810556555972 -0.00016440080258184493 0.0026470846437203813 0.002505326667766223 -0.0024687027974913222 -0.0026124426701057087 0.002754019051518264 -0.0021048308026795264 0.00072383327181316747 -0.0024511186988741343 -0.0011985727637789645 0.00087591118135998936 0.002463069335860801 -0.0005339392747409136 -0.00023686052622859125 -0.00069248790732608101 -0.00024030406375773791 -0.00082832875307125707 -0.0026783596205925452 -0.0025616293224218359 0.0011300511297137679 0.00018349686280179708 0.00055267876325127178 -0.0013560235628230267 0.00019548363771454988 -0.0025215942649974496 -0.00099943820698912209 -0.0013219672801030367 -0.00083076742033995593 -0.002344489027778431
leaf_weight=3.263746563345193 3.0092389956116703 2.1841990798711768 2.7220489010214806 2.9862384870648384 2.5533648356795302 9.4669686034321803 2.5292040444910526 1.5736349970102299 2.2578589022159568 1.681117683649062 2.8235380984842759 3.0969446562230587 13.296182565391062 3.3740947470069029 2.7280759513378134 3.049027517437934 1.6233370341360558 3.6645106859505168 30.266474053263664 17.419981107115756 1.8271022960543621 1.8790625631809259 3.539298091083765 4.4599495455622664 1.6980468928813928 2.2738385573029518 1.9531066454946984 2.461945839226245 2.1940757855772963 152.68320300802588
leaf_count=48 15 14 38 46 14 82 31 10 19 9 24 32 228 35 18 17 21 22 328 206 18 13 29 28 22 27 21 16 18 1672
internal_value=0 -0.00192847 0.000667644 -0.00198564 0.00121337 -0.00204906 -0.000980734 0.00166179 -0.00215723 -0.00218547 0.000622732 -0.000294674 0.00196745 0.000886451 -0.00195352 -0.00222552 0.00153841 -0.00224568 -0.00226932 -0.00229151 -0.00183237 -0.00204696 -0.000224447 -0.00235702 -0.00222649 -0.00136 -0.00240414 -0.00234611 -0.00238113 -0.00232304
internal_weight=0 264.011 26.5286 260.747 23.5193 256.138 23.549 20.966 232.588 230.331 8.89204 4.77806 19.3923 6.09614 14.657 225.553 4.60958 223.368 219.704 216.655 27.0511 25.224 6.36284 189.604 23.345 3.97189 19.3731 11.9289 185.144 154.877
internal_count=3121 2781 340 2733 325 2666 200 311 2466 2447 84 41 301 73 116 2406 67 2392 2370 2353 307 289 53 2046 276 49 227 98 2018 1690
is_linear=0
shrinkage=0.00228268


Tree=63
num_leaves=31
num_cat=0
split_feature=4 123 151 3 50 133 52 47 39 457 1 0 12 1 16 51 150 48 52 484 13 11 1 42 403 393 403 1213 3 0
split_gain=32.3037 13.2159 10.8468 9.00498 7.69342 6.6154 5.2689 4.64472 3.71787 3.31302 3.32517 3.1828 1.99363 1.80952 2.61676 1.737 1.6473 1.53336 1.26099 1.25094 2.08086 2.31383 2.97676 2.59939 1.33531 3.80434 2.07166 2.64962 1.22001 1.2175
threshold=0.27834500000000006 1.0000000180025095e-35 -0.27559499999999998 0.20828500000000003 0.11875500000000001 -1.0000000180025095e-35 0.15915500000000002 0.12794000000000003 0.15438500000000002 0.080930000000000016 0.088340000000000016 0.18019500000000002 -0.095379999999999979 0.111945 -0.54165499999999989 0.080335000000000018 -0.099594999999999975 0.088965000000000002 -0.067494999999999986 -1.0000000180025095e-35 -0.094514999999999988 1.0000000180025095e-35 0.08844500000000001 0.079510000000000011 0.03138500000000001 0.08407000000000002 0.093545000000000003 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.23091999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 8 7 -3 12 13 9 11 17 16 -7 14 -4 -5 -1 -11 -12 -18 21 22 23 -21 29 26 27 -26 -14 -22
right_child=2 5 4 15 -6 6 -8 -9 -10 10 18 -13 28 -15 -16 -17 19 -19 -20 20 24 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=-0.00056644224281749908 -0.003276923840537441 -0.0024981828002997551 0.0025487189595293255 -0.00031895278455719368 -0.0024064919704624545 -0.0004388339168305651 -0.0027452036371564863 -0.0019891500534468523 0.001110892269084076 -0.0021736707688237507 -0.00066768072378338536 -9.3754664663173943e-05 0.0024699064596412417 0.0023894714610040143 -0.00034299888603158687 0.0024009956708363036 -0.002516638840898804 -0.00033541161536817648 0.0013306179431760324 -0.00012062686008590569 -0.00060814965493115726 -0.0028133008890398 0.0015731770477596832 -0.0022434052398122599 -0.0024365851925684202 0.0013164707335578559 -0.0024564889342537539 0.00053838371751437249 0.00033005418710316606 -0.0022709580171686714
leaf_weight=3.1982942670583716 2.9488006010651615 3.4774844720959655 2.7603608071804047 2.17073731124401 2.5589412003755561 1.9590596072375746 1.6064118742942799 1.5873859524726857 1.8574139438569535 10.528985902667047 3.7497333325445652 3.7746454998850814 6.5310159102082226 13.616865783929823 3.4226984679699042 2.4296681024134159 39.940426163375378 2.8062248751521102 2.6188671700656405 4.8519251346588153 2.1855444982647887 4.1266804188489905 1.9895785711705674 6.7149513587355614 2.7649342492222786 1.928782645612954 12.447309762239454 3.1017363592982354 1.6246167868375803 132.69970891624689
leaf_count=24 15 25 38 23 14 16 10 10 15 91 26 22 103 228 35 39 449 18 19 26 18 33 16 72 35 19 151 30 14 1487
internal_value=0 -0.00182137 0.000722062 -0.00194497 0.00121451 0.000178318 0.000972398 0.00164775 -0.00200336 -0.00202752 -0.00115951 -0.00210536 0.00156283 0.00193933 0.000947978 0.00111757 -0.00214052 -0.00178683 0.000154051 -0.00216419 -0.00208273 -0.00136454 -0.000923521 -0.00135297 -0.00216459 -0.00163538 -0.00194626 -0.000863705 0.00204364 -0.00224402
internal_weight=0 261.085 26.8951 245.886 23.9463 15.1986 11.7211 21.3873 241.286 239.428 19.7038 219.725 10.1147 19.7999 6.18306 4.60041 215.95 13.3352 6.3686 212.752 172.811 17.6831 13.5565 11.5669 155.128 20.2428 18.314 5.86667 8.15563 134.885
internal_count=3121 2781 340 2613 325 168 143 311 2551 2536 154 2382 133 301 73 62 2360 109 45 2336 1887 147 114 98 1740 235 216 65 117 1505
is_linear=0
shrinkage=0.00220973


Tree=64
num_leaves=31
num_cat=0
split_feature=1 123 47 52 52 3 3 2 484 11 15 16 1 457 13 1 43 50 48 15 15 454 49 16 1 16 130 1186 484 151
split_gain=59.6578 15.6877 10.4484 8.26635 6.95925 6.72026 7.57382 5.48037 4.89934 5.75052 6.71287 4.87904 4.5836 3.52302 3.81672 3.30027 2.8599 2.84661 3.24091 2.54159 2.18604 2.01322 2.07557 4.94532 1.92107 1.48268 1.2162 3.40995 0.885098 0.864284
threshold=0.104035 1.0000000180025095e-35 0.085770000000000027 -0.40967499999999996 0.13796000000000003 -0.11255999999999998 0.090900000000000009 0.11510000000000002 -1.0000000180025095e-35 0.081790000000000015 0.079055000000000014 -0.061854999999999993 0.13288500000000003 0.082380000000000009 -0.42195999999999995 0.09253500000000002 -0.023869999999999995 0.11720500000000002 0.12879500000000002 0.035560000000000008 -0.055554999999999993 0.085470000000000004 -0.081604999999999997 0.0039400000000000008 0.077845000000000011 -0.5315899999999999 -0.082104999999999984 0.081240000000000021 0.081425000000000011 -0.073794999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 3 -2 17 8 21 -6 -1 10 24 12 16 14 -8 -3 -4 18 19 -5 -13 22 23 -7 -10 -18 27 -24 -16 -17
right_child=2 15 11 4 7 6 13 -9 9 -11 -12 20 -14 -15 28 29 25 -19 -20 -21 -22 -23 26 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0025151643473409007 -0.002294247436026779 -0.00041833323937561314 0.0010836567664027591 0.0022302069233053412 -0.0023207426124674437 -0.0018175806002253046 0.00089280844986339982 0.001648902628190571 0.00047836490082113855 -0.0020366262019136483 -0.0019791031108205123 -0.0023251026613763884 0.0027360649726655521 0.0010610861628176809 -0.0020980346382543963 0.0024617918236513781 -6.122968559994214e-05 -0.00066171197280366363 0.00010581947595926135 0.00049638138711274068 -0.00022188693712647378 0.00063611806575888659 -0.0022857696640787933 0.0018123499486913737 0.0021501058977845986 -0.0021524447041784142 -0.0020724397845912758 0.0015951983530859129 -0.00042723749421266712 0.00098533037610956924
leaf_weight=4.8681971244514015 2.7485508620738974 4.9557687640190107 4.2447425648570052 36.143774650990963 3.6119006872177115 7.5884137377142888 3.3153751790523538 2.7349094823002815 6.9724995791912132 5.5119542740285388 3.8512050397694102 6.1209536641836166 2.9595967456698409 5.0121215507388106 7.1390720903873444 4.1009669080376625 2.8416338115930548 2.0909350365400305 4.2464542314410201 4.2260432839393607 3.4627520665526372 1.358794294297694 2.943030532449483 2.1570869758725166 5.5050711631774902 3.2555938474834001 113.78226656094193 1.5450926944613455 1.7709039859473703 3.1273942813277245
leaf_count=51 42 34 29 359 25 73 16 18 41 66 47 67 22 30 65 37 18 13 23 27 25 10 47 14 36 23 1809 14 16 24
internal_value=0 -0.00140891 0.000789307 0.00128297 0.00146829 -0.00157202 -0.00174982 -0.000610179 -0.000596061 -0.000168302 0.000462371 -0.000414422 0.000414689 -0.000432565 -0.00104493 0.000911356 -0.000249627 0.00175073 0.00186379 0.0020487 -0.00156518 -0.00192532 -0.00195251 -0.00101413 0.00121593 -0.00117783 -0.00202983 -0.000949698 -0.00176596 0.00182299
internal_weight=0 185.505 78.6878 55.8026 53.054 173.321 146.612 6.34681 26.7089 21.8407 16.3288 22.8853 13.3016 17.2375 12.2254 12.1841 10.342 46.7072 44.6163 40.3698 9.58371 129.375 128.016 9.7455 12.4776 6.09723 118.27 4.48812 8.90998 7.22836
internal_count=3121 2430 691 507 465 2335 2094 43 241 190 124 184 92 127 97 95 70 422 409 386 92 1967 1957 87 77 41 1870 61 81 61
is_linear=0
shrinkage=0.00211548


Tree=65
num_leaves=31
num_cat=0
split_feature=1 12 12 3 39 16 0 3 160 48 50 38 14 3 376 4 3 0 47 42 42 48 49 1186 43 457 48 12 4 1
split_gain=25.577 7.93428 6.18494 5.07942 4.92861 4.49159 5.41297 4.36395 3.87519 3.53352 4.13244 3.14747 3.12969 3.04585 2.9561 3.11877 5.68396 3.26915 2.8744 2.82052 2.80918 2.42274 2.3317 2.46605 3.08405 2.01517 1.8992 1.8607 1.80964 1.44259
threshold=0.10089500000000001 -0.064509999999999984 0.083370000000000014 0.31299000000000005 0.15619500000000003 0.064860000000000015 -0.04917499999999999 0.10732000000000001 -0.079279999999999975 0.11951500000000001 0.10616500000000001 0.10657000000000001 0.062655000000000016 -0.10023499999999998 0.049360000000000008 -0.46376499999999993 -0.12018999999999998 -0.13027499999999997 0.096475000000000019 0.084635000000000016 0.095405000000000004 0.097690000000000013 -0.23360999999999996 0.085175000000000015 -0.0043399999999999992 -0.078789999999999985 0.086260000000000017 0.10061500000000002 -0.0039549999999999993 0.092390000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 11 12 4 5 6 8 13 -3 10 18 25 14 19 15 -1 -17 26 27 21 -21 -4 -15 -24 -25 -2 -18 -10 -16 -19
right_child=1 3 7 -5 -6 -7 -8 -9 9 -11 -12 -13 -14 22 28 16 17 29 -20 20 -22 -23 23 24 -26 -27 -28 -29 -30 -31
leaf_value=-0.0033551811531384057 -0.00092268418912840576 -0.0032418310430876235 -0.0027436875744856547 0.0034663102119304812 0.003998503733206993 -0.0023750362376907513 0.0027103088802495779 0.0009541104673476805 0.0034111318615079361 -0.0024556073407260622 -0.0029533508164942897 -0.001008525952235909 -0.0036927322595878146 0.00067371779312242613 0.00354867414488182 0.0027174801543499534 0.0012199079189429637 -0.0031450583634950262 -0.00080016282710553065 0.0027661414881915286 -0.0021647307883864873 0.0016876152964356325 -0.0030330574277910149 -0.0033399662050407467 0.0040044320584981226 0.0034439803187230268 -0.0014162968001167216 -9.8346449491709434e-05 -0.00048547167730588945 -0.00060932891786354615
leaf_weight=4.5079698115587261 1.168803315609696 4.7623533718288007 9.4130124710500223 3.8074422851204863 2.4703881219029418 10.971595507115124 5.9995866566896465 3.8505501449108115 6.2862364128231984 4.6369426213204852 2.5437939539551726 2.2106185257434836 3.5390580184757701 1.8906692564487446 2.6399014815688133 4.624704189598563 6.2188317701220566 7.7349846754223055 3.7544932067394248 2.8842916786670676 1.9716111309826372 1.4421487450599659 62.33948852494359 1.1657445915043356 1.1524088084697712 12.827769316732882 4.9945797435939312 2.0243803188204765 1.966721475124358 3.2209801375865936
leaf_count=63 14 45 143 60 25 160 68 18 70 33 29 18 49 9 22 35 54 128 23 21 27 14 1641 27 14 220 34 15 21 21
internal_value=0 0.000599565 -0.00188027 -5.96662e-05 -0.000368643 -0.00063191 5.42014e-06 -0.00235853 -0.000670525 -3.42589e-05 0.00073429 0.00252176 -0.000836296 -0.00251359 -0.000554773 -0.000905197 -0.000493 -0.00116273 0.00151179 -0.00125276 0.000764091 -0.00215497 -0.00281126 -0.00291316 0.000311108 0.00307934 4.57127e-05 0.00255626 0.00182636 -0.00239957
internal_weight=0 63.4644 125.558 47.2572 43.4498 40.9794 30.0078 86.1099 24.0082 19.2458 14.6089 16.2072 39.4477 82.2594 35.9087 31.3021 26.7941 22.1694 12.0651 15.7111 4.8559 10.8552 66.5483 64.6576 2.31815 13.9966 11.2134 8.31062 4.60662 10.956
internal_count=3121 780 2341 528 468 443 283 1914 215 170 137 252 427 1896 378 335 272 237 108 205 48 157 1691 1682 41 234 88 85 43 149
is_linear=0
shrinkage=0.00318368


Tree=66
num_leaves=31
num_cat=0
split_feature=1 12 12 3 39 16 0 3 160 48 50 38 3 14 376 3 0 49 47 150 0 15 12 2 4 457 0 1186 2 4
split_gain=29.2028 8.79441 6.63246 5.48691 5.28125 5.03814 5.77805 4.8001 3.9165 3.75206 4.39925 3.23382 3.22301 3.21802 3.14038 3.32928 4.40163 3.13014 3.07953 2.9924 2.22377 2.00017 1.99956 1.93106 1.88062 1.8077 1.70353 1.54957 1.52929 1.48025
threshold=0.10089500000000001 -0.064509999999999984 0.083370000000000014 0.31299000000000005 0.15619500000000003 0.064860000000000015 -0.04917499999999999 0.10732000000000001 -0.079279999999999975 0.11951500000000001 0.10616500000000001 0.10657000000000001 -0.097604999999999983 0.062655000000000016 0.049360000000000008 -0.12018999999999998 -0.13027499999999997 -0.18481499999999998 0.096475000000000019 0.084120000000000014 -0.060129999999999996 -0.008624999999999999 0.10061500000000002 0.090675000000000019 -0.0039549999999999993 -0.069489999999999982 0.11070500000000001 0.088465000000000016 -1.0000000180025095e-35 -0.35136499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 11 13 4 5 6 8 12 -3 10 18 25 19 14 15 29 21 -14 22 20 -4 23 -10 -17 -16 -2 -22 -19 -18 -1
right_child=1 3 7 -5 -6 -7 -8 -9 9 -11 -12 -13 17 -15 24 16 28 27 -20 -21 26 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.00056761147170022845 -0.00036128960640068204 -0.0026773744724622205 -0.002596368575558337 0.0029209526533333658 0.0033591669784498708 -0.0020318139493247806 0.0023046579825553894 0.00088397621005670702 0.0028773105099465786 -0.0020990868955362983 -0.0025038558806774699 -0.00077571265534562435 0.0011331002277669567 -0.0031063211967222748 0.0029837914931696062 -0.0017710902398461923 -0.00051469476106758558 -0.0025669773380467566 -0.00070498495415718704 0.0015006072578356393 0.00053273836751098274 0.0020580589175040929 -0.00012528772670798718 0.00071489818637351672 -0.00040130131695038397 0.0029013019796957466 -0.0020104520603810116 -0.00010647482186416251 -0.0026618179599064221 0.0019892375415721205
leaf_weight=2.8105547018349171 1.3253267295658613 4.9453271701932016 7.7750985361635694 4.088973492383956 2.6365612186491481 11.613306500017641 6.3216116949915913 3.8709002733230582 6.6198762319982034 4.7324072904884806 2.6472600810229769 2.3087393790483466 1.7312489598989476 3.6989400051534167 2.7125589065253735 4.7190952152013761 2.9836053252220145 66.594771306961775 3.8510235659778109 2.6038045659661284 4.3274022229015836 2.6049159131944171 2.0734872594475746 4.2079121395945549 2.0524064637720576 13.773046087473629 3.308711476624012 1.8734197206795205 11.327208764851095 3.7797224186360827
leaf_count=17 15 45 146 60 25 160 68 18 70 33 29 18 9 49 22 38 23 1624 23 22 32 20 15 30 21 219 28 35 178 29
internal_value=0 0.00053384 -0.00162699 -3.94998e-05 -0.000305895 -0.000531647 2.69088e-05 -0.0020241 -0.000552078 -2.45607e-05 0.000621683 0.00216521 -0.0021517 -0.000732862 -0.000496847 -0.000793999 -0.00122569 -0.00241006 0.00128127 -0.00114495 -0.00159194 9.84719e-07 0.00216115 -0.000599273 0.00152574 0.00261491 -0.000569221 -0.00249965 -0.00221417 0.000898818
internal_weight=0 66.9369 132.982 49.5298 45.4409 42.8043 31.191 92.0854 24.8694 19.9241 15.1916 17.4071 88.2145 40.8969 37.198 32.433 25.8427 70.1994 12.5444 18.015 15.4112 11.5319 8.69336 8.92701 4.76497 15.0984 7.63611 68.4682 14.3108 6.59028
internal_count=3121 780 2341 528 468 443 283 1914 215 170 137 252 1896 427 378 335 289 1668 108 228 206 88 85 68 43 234 60 1659 201 46
is_linear=0
shrinkage=0.00266816


Tree=67
num_leaves=31
num_cat=0
split_feature=1 123 15 150 457 3 50 2 15 11 13 3 454 1 133 11 483 3 13 0 0 48 12 12 4 1 147 12 150 2
split_gain=23.1515 7.2372 5.46753 5.57574 4.1144 4.0647 3.46677 3.27416 3.16464 4.11705 2.97271 2.58105 2.17869 2.15316 1.9957 1.98259 2.23636 1.94488 2.72288 1.79466 3.64448 1.88833 1.84245 2.27534 3.42434 1.68284 1.4989 2.38275 2.73498 1.42593
threshold=0.104035 1.0000000180025095e-35 -0.24436499999999997 0.076925000000000007 0.080930000000000016 -0.11255999999999998 0.11875500000000001 0.13754500000000003 0.024640000000000006 0.081790000000000015 -0.42195999999999995 0.090900000000000009 0.085470000000000004 0.111945 0.085075000000000026 0.087830000000000005 0.089025000000000007 -0.080634999999999984 -0.080759999999999985 -0.20211999999999997 -0.14454499999999995 0.081805000000000017 -0.040564999999999997 0.051320000000000005 0.09173000000000002 0.077845000000000011 0.088520000000000015 0.091715000000000005 0.12187000000000002 0.092875000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 6 7 5 8 13 15 9 25 -7 17 29 -2 -3 16 19 18 -6 -4 -21 22 -22 -24 -25 -1 27 28 -5 -12
right_child=2 14 3 26 11 10 -8 -9 -10 -11 12 -13 -14 -15 -16 -17 -18 -19 -20 20 21 -23 23 24 -26 -27 -28 -29 -30 -31
leaf_value=5.9034524593234152e-05 -3.6817439086009105e-05 -0.00016245406030238236 -0.002701353599598182 0.0030639161072739548 -0.0027234588903300521 0.00030149464996978537 -0.0018422477554986742 0.0015889022966451402 -0.0025439571521356885 -0.0027838040964363472 -0.0021141036808273094 0.0015493052318673148 0.0011184431763581833 0.0029369429105186172 0.002572038954412948 -0.0035539623902848465 -0.0038398435866215464 -0.003413430710692797 0.001011989401815681 0.0029936397736428696 -0.0038978239680469351 0.0013008969691801417 0.0020285864911768463 -0.003177128958697924 0.00066751400572810844 0.0025034037148325868 0.0032052476568273105 -0.0021767731685480994 -0.00078935824028459299 -0.0029260731547711616
leaf_weight=6.1900991275906581 2.3000230267643955 5.5844294503331167 2.552800811827189 4.3041778504848462 2.450638271868228 3.6326906085014334 1.6568880379199971 4.4166893512010565 5.3471135385334483 3.1091452799737445 55.778056427836418 4.233410131186246 1.4509934671223153 12.059057381004093 3.4104602001607418 2.2763958200812331 1.7410357110202301 2.2099146619439116 4.2034934423863888 2.4661501310765841 1.7558699548244572 2.9030931033194056 1.8661316335201137 4.0920086968690157 3.3364054411649704 3.4965651854872704 3.6018268279731265 1.5046219378709791 2.2125162966549397 24.781513925641775
leaf_count=42 21 53 20 69 43 21 12 44 91 54 1377 30 13 201 42 36 18 26 44 30 12 33 16 72 22 29 52 17 16 565
internal_value=0 -0.00156019 0.000629726 6.10823e-05 -0.00174754 -0.00193527 0.00201547 -0.000632209 -0.000724213 3.62222e-05 -0.00219183 -0.000259964 -0.00230227 0.00246061 0.000874343 -0.00105892 -0.000784712 -0.00112406 -0.000363732 -0.000504354 -0.000162781 -0.000720649 -0.00125174 -0.000751853 -0.00145034 0.000941371 0.00169581 0.00101803 0.00175567 -0.00236388
internal_weight=0 125.879 55.0457 39.0297 116.884 103.786 16.016 27.4066 18.1429 12.7958 85.6433 13.0975 82.0106 14.3591 8.99489 22.9899 20.7135 8.86405 6.65413 18.9725 16.4197 13.9535 11.0504 9.29455 7.42841 9.68666 11.6231 8.02132 6.51669 80.5596
internal_count=3121 2430 691 457 2335 2192 234 303 216 125 1976 143 1955 222 95 259 223 113 87 205 185 155 122 110 94 71 154 102 85 1942
is_linear=0
shrinkage=0.00281662


Tree=68
num_leaves=31
num_cat=0
split_feature=1 12 12 3 39 3 16 0 160 3 14 48 12 124 42 11 50 51 1429 403 40 1186 43 49 47 160 4 0 1 48
split_gain=20.1089 6.61544 5.50041 4.28578 4.15515 3.94603 3.53681 4.32077 3.17635 2.95631 2.8416 2.80989 3.45965 2.75602 2.68022 2.61402 2.54226 2.50105 2.56139 2.50165 2.72404 2.36029 3.29885 2.49431 2.07559 1.99649 1.66917 4.10022 3.73629 1.70519
threshold=0.10089500000000001 -0.064509999999999984 0.083370000000000014 0.31299000000000005 0.15619500000000003 0.10732000000000001 0.064860000000000015 -0.04917499999999999 -0.079279999999999975 -0.10023499999999998 0.062655000000000016 0.11951500000000001 0.11734000000000001 -0.088544999999999985 -1.0000000180025095e-35 0.081790000000000015 0.096900000000000014 -0.10748999999999999 0.084990000000000024 -1.0000000180025095e-35 -0.080519999999999994 0.085175000000000015 -0.0011349999999999999 -0.23360999999999996 0.096475000000000019 -1.0000000180025095e-35 -0.46376499999999993 0.034820000000000011 1.0000000180025095e-35 0.086260000000000017
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 13 10 4 6 9 7 8 -3 14 16 12 24 -2 -4 25 17 -1 19 -19 -21 23 -23 -11 -10 -16 -22 28 -28 -30
right_child=1 3 5 -5 -6 -7 -8 -9 11 21 -12 -13 -14 -15 15 -17 -18 18 -20 20 26 22 -24 -25 -26 -27 27 -29 29 -31
leaf_value=-0.0030812398653448018 -0.00033352559433999767 -0.0027474904620394384 -0.0030735144965637769 0.0031305409213030553 0.0035497031463642931 0.00084562582006605914 -0.0020150857885377713 0.002321615954830776 0.0021023802320782039 0.00073487473610858126 -0.0033278270574414784 -0.0020338369616471302 -0.0026682225254234266 0.0028589617992376632 -0.0011569530568431088 -0.0031778085008055614 -0.0035572594368408288 -0.0032066922930460693 0.0030775197241707831 0.0023760164814966489 -0.0028608861801923562 -0.0030308428645601389 0.0041484048894018764 -0.0027089074028258278 -0.00062226907255773971 0.0016596893673104405 -0.003168278657249383 0.0036032115227788491 0.00092843146900161322 -0.0012034281160240026
leaf_weight=2.3932862021029022 2.852295219898223 4.5156587380915907 3.9379765056073657 3.3102272450923911 2.2258838377892962 3.8210325539112082 10.070211358368395 5.4351496435701909 7.9387622363865358 1.8386741429567326 3.1137522757053366 4.4145942069590083 2.2349024862051001 11.522531867027281 3.7617176771163923 2.1030900776386252 2.058110535144805 2.1952987741679051 2.1342829875648013 3.587332691997303 2.0436272658407786 1.100841533392668 1.0643843710422505 54.117978900671005 3.3663244768977165 4.8984321355819702 3.7012975104153005 2.2390265464782706 8.4552746526896936 5.0771038755774489
leaf_count=56 27 45 96 60 25 18 160 68 95 9 49 33 20 225 31 35 27 37 20 38 16 29 12 1641 22 43 68 16 66 34
internal_value=0 0.000515287 -0.00159024 -4.97097e-05 -0.000311574 -0.0020347 -0.000537898 -4.82502e-06 -0.000567549 -0.00218584 -0.000669509 -1.92845e-05 0.000637543 0.0022255 -0.00102093 -0.000269944 -0.000425229 -0.000222692 9.74357e-06 -0.000230101 3.02002e-05 -0.00248048 0.00049834 -0.00259575 0.00129106 0.000436222 -0.000360909 -9.85401e-05 -0.000579478 0.000128596
internal_weight=0 57.8865 113.643 43.5117 40.2015 76.6441 37.9756 27.9054 22.4702 72.8231 36.9984 17.9546 13.54 14.3748 14.7012 10.7632 33.8846 31.8265 29.4332 27.299 25.1037 58.1219 2.16523 55.9567 11.3051 8.66015 21.5163 19.4727 17.2337 13.5324
internal_count=3121 780 2341 528 468 1914 443 283 215 1896 427 170 137 252 205 109 378 351 295 275 238 1691 41 1650 117 74 200 184 168 100
is_linear=0
shrinkage=0.00290775


Tree=69
num_leaves=31
num_cat=0
split_feature=1 12 12 52 47 50 3 3 51 2 52 48 4 38 42 484 0 147 4 16 4 0 4 0 1 13 49 130 43 52
split_gain=40.1163 10.976 8.7785 7.02233 6.08675 6.73329 5.46927 3.33548 3.18704 3.1323 3.85391 3.67112 2.91417 2.86615 2.83108 3.00079 3.1044 2.3608 2.48533 2.36043 5.29537 3.25352 2.19359 3.07778 2.13343 1.88222 1.85432 1.82886 3.32729 1.43833
threshold=0.099195000000000019 -0.064509999999999984 0.079890000000000017 -0.43320999999999993 0.10019500000000002 0.10965000000000001 0.097915000000000016 -0.10023499999999998 -0.096089999999999981 0.11474000000000002 0.12603000000000003 0.12933000000000003 -0.013125 0.10657000000000001 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.060129999999999996 0.08598500000000002 -0.0016099999999999997 -0.094359999999999986 0.0052350000000000009 -0.13843999999999998 -0.46376499999999993 -0.0058249999999999994 0.078340000000000007 -0.15078499999999997 -0.15498999999999999 -0.082549999999999985 0.0034250000000000005 -0.07167999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 13 8 -3 5 9 7 14 -1 10 12 -11 -5 -2 -4 -16 24 18 22 -20 -21 -22 -10 -24 -17 -6 -9 28 -28 -14
right_child=1 3 6 4 25 -7 -8 26 17 11 -12 -13 29 -15 15 16 -18 -19 19 20 21 -23 23 -25 -26 -27 27 -29 -30 -31
leaf_value=-0.0029528593102329742 0.0027978950846451319 -0.0028982947254201619 -0.0029373210723903078 -0.00091820181449738653 0.0011660739322086791 -0.0028179220275830986 0.00088658139757854799 -0.00014812375037463258 -0.0015740070250022916 0.00293097514644979 -0.0020535152688105924 -0.00052799259330290596 0.00046778660986537867 -0.00030003372561176431 -0.0031959526666507933 -0.0031037895847197336 0.0014946263127293834 0.002243500970100936 -0.002454192431920391 -0.0031964676357994696 0.0033983449185737966 -0.00065477372153534155 -4.7045814629420808e-06 0.0032280235244140998 0.00010491101644043636 -0.0015556490497160851 -0.0029141986722342819 -0.0026394223457279283 0.0030752466166635859 0.0025305283522936467
leaf_weight=3.7128028757870188 18.328501630574468 5.295978855341672 5.3513443395495441 3.722106352448459 2.2634138464927664 3.1655721180140963 4.3480787575244895 2.4574791714549056 3.3405297622084626 12.216921977698801 3.3474248833954325 2.8246498256921759 3.7345545217394776 2.5427547618746749 2.7229367122054127 2.7919821925461292 5.4744750633835739 2.5570531561970702 6.7753422595560524 3.1423560678958911 2.71625133603811 3.2557587586343315 7.2917180098593226 3.1547631323337546 3.4810629263520241 11.826128400862215 1.6578802391886704 76.89929299429059 1.1921971738338468 7.8201965764165031
leaf_count=63 240 106 98 28 14 32 20 14 24 134 25 16 27 18 31 33 33 20 68 29 16 25 58 24 36 106 32 1670 11 70
internal_value=0 0.000727107 -0.00172208 9.84228e-05 0.000410093 0.000994812 -0.00211685 -0.00224484 -0.000553843 0.00135332 0.000603759 0.00228142 0.00118601 0.00242047 -0.00123799 -0.00060956 -1.00642e-05 -0.000277516 -0.000494736 -0.00123183 -0.000323167 0.00118871 0.000354778 0.000971556 -0.0013232 -0.00111842 -0.00248761 -0.0025597 -0.000408793 0.00186384
internal_weight=0 77.0882 142.323 56.2169 50.921 36.8314 106.377 102.029 35.9466 33.6659 18.6243 15.0416 15.2769 20.8713 19.8218 14.4705 11.7475 32.2338 29.6767 15.8897 9.11437 5.97201 13.787 10.4465 6.27305 14.0895 82.2068 79.7494 2.85008 11.5548
internal_count=3121 816 2305 558 452 332 1978 1958 327 300 150 150 125 258 231 133 102 264 244 138 70 41 106 82 69 120 1727 1713 43 97
is_linear=0
shrinkage=0.00273441


Tree=70
num_leaves=31
num_cat=0
split_feature=1 12 12 52 47 50 4 16 49 15 38 484 147 2 15 48 160 158 4 39 13 1 43 13 43 0 13 2 2 1
split_gain=31.1448 7.96988 7.41074 5.43833 4.9416 5.85205 4.7168 3.55752 4.01145 3.1428 2.68751 2.4606 2.55684 2.35855 3.53405 2.84837 2.68498 2.7129 2.27369 2.05061 1.91829 1.88891 2.2059 1.84956 2.45798 1.62778 2.53052 1.8446 1.54634 1.543
threshold=0.10089500000000001 -0.064509999999999984 0.083370000000000014 -0.43320999999999993 0.096475000000000019 0.11610000000000001 -0.15764999999999998 -0.51370499999999997 -0.24768999999999997 0.083195000000000005 0.10657000000000001 -0.0068949999999999992 0.08598500000000002 0.14285500000000004 0.035560000000000008 0.11270000000000001 -0.079279999999999975 0.085620000000000016 -0.49405499999999997 0.094675000000000009 -0.0090849999999999976 0.14000500000000002 -0.072864999999999985 -0.090204999999999994 -0.082689999999999986 -0.10011499999999998 0.0036400000000000004 0.085785000000000014 0.089885000000000007 0.084785000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 10 9 -3 5 13 18 -8 -9 11 -2 -1 19 14 15 16 -5 -18 -4 23 -20 22 -6 29 -25 27 -27 -26 -29 -13
right_child=1 3 6 4 21 -7 7 8 -10 -11 -12 12 -14 -15 -16 -17 17 -19 20 -21 -22 -23 -24 24 25 26 -28 28 -30 -31
leaf_value=-0.0023602690350106948 0.0027436665168034014 -0.0029102423896388563 -0.0019245425144970077 -3.1470995946879196e-05 0.00026480763099455748 -0.0031872890650195282 0.00038730363196708747 0.0020315506667494157 -0.0025156365094471554 -0.0029993258654004828 -0.0004253629194918282 -2.092940284563957e-05 0.0025646939399840058 0.0031604714654762333 -0.0010717116957184986 -0.0014995299093720914 0.003045784014612269 -0.00054576697172140131 0.0018527046234175374 -0.0025814936005786444 -0.001234241666819461 0.00091465796858700437 -0.0024627034385687752 0.0012669212863240767 0.0014035950049499772 -0.0030814305135081726 0.00091007608309485696 -0.0026462180246268432 -2.0080281504251141e-05 0.0030666586464464232
leaf_weight=4.2530256733298293 15.160999312996866 4.1170002706348887 4.2410459332168102 4.126313954591768 3.397728841751813 2.3492709398269644 3.6201129332184783 1.5197684317827214 74.07258154079318 3.8907572999596587 2.3761258497834197 2.6755646616220536 2.5141226202249518 4.6793801747262469 4.9688675217330447 2.0995370373129836 11.252326183021067 1.8848209083080281 4.0632440969347954 2.8458351604640475 2.4935215823352319 3.0674998164176932 6.8951006159186354 4.9226730503141978 3.3673996068537289 4.7607403285801295 1.6389307118952272 2.892978772521019 4.2489403486251831 2.3194995671510696
leaf_count=57 234 96 37 33 33 26 27 8 1795 69 18 26 22 60 34 11 132 14 24 38 23 20 69 45 22 64 11 22 31 20
internal_value=0 0.000712178 -0.00161935 0.000136877 0.000417394 0.00101852 -0.00206156 -0.00229573 -0.00242422 -0.00063241 0.00231429 -0.000379688 -0.000117982 0.0013591 0.00101267 0.00154755 0.00191813 0.00253049 -0.000343745 -0.000345282 0.000678747 -0.000993623 -0.00156233 -0.00010806 -0.000456035 -0.000957635 -0.00205922 -0.000286822 -0.00108385 0.00141282
internal_weight=0 66.375 130.341 48.8378 44.7208 31.3605 90.0103 79.2125 75.5923 40.3305 17.5371 36.4397 32.1867 29.0112 24.3319 19.363 17.2635 13.1371 10.7978 29.6726 6.55677 13.3603 10.2928 26.8267 21.8317 16.909 6.39967 10.5093 7.14192 4.99506
internal_count=3121 780 2341 528 432 310 1914 1830 1803 427 252 358 301 284 224 190 179 146 84 279 47 122 102 241 195 150 75 75 53 46
is_linear=0
shrinkage=0.00277058


Tree=71
num_leaves=31
num_cat=0
split_feature=1 12 12 3 39 3 457 4 151 3 14 38 15 42 159 49 130 43 1373 52 51 133 132 43 123 43 0 48 2 47
split_gain=20.235 6.23208 5.54638 4.07617 3.81701 3.81681 3.63133 3.12024 4.92214 3.02614 2.99004 2.7311 2.67139 2.62338 2.49707 2.22454 2.34112 3.4524 2.1688 2.15916 2.13822 2.25069 3.21541 2.6459 3.31589 2.0916 1.94655 1.98714 1.92729 1.77195
threshold=0.10089500000000001 -0.064509999999999984 0.083370000000000014 0.31299000000000005 0.15619500000000003 0.10732000000000001 0.080930000000000016 0.27287000000000006 -0.088484999999999994 -0.10023499999999998 -0.46885499999999997 0.10657000000000001 0.083195000000000005 -1.0000000180025095e-35 -0.032739999999999991 -0.23360999999999996 -0.082549999999999985 -1.0000000180025095e-35 0.084905000000000022 0.19022000000000003 -0.10748999999999999 -0.0061299999999999992 0.082230000000000011 0.05259500000000001 1.0000000180025095e-35 -0.032879999999999993 -0.10096999999999999 0.086035000000000014 0.11704500000000001 0.096475000000000019
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 11 12 4 6 9 7 28 -9 13 -10 18 19 -4 -15 -11 17 -17 -2 20 -1 22 -22 24 26 -16 27 -23 -3 -12
right_child=1 3 5 -5 -6 -7 -8 8 10 15 29 -13 -14 14 25 16 -18 -19 -20 -21 21 23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0027722412501651624 0.0028003035137791851 -0.001760914097772411 -0.0027585637906843976 0.0028145476212156602 0.0031598080990920328 0.00072831637822585624 0.0018361723330692335 -0.0033745596043016127 -0.0016669370512110409 0.00058574275049706075 0.0024615038213697911 -0.00072651912767465483 -0.0028070421453360358 -0.0030865214227663446 0.0016449475341946053 -0.0027398676097063956 -0.0024265828977965182 0.0038446805913287703 -0.0012204096486073423 -0.0030525584806011998 -0.0029550573059640736 0.0010831632142577232 0.0014771034470304487 0.0029326685856502876 0.0019134138068716109 -0.00087180828111771956 -0.001730380820487476 -0.0012140445711289519 7.780286358173768e-05 -0.00045254427648934475
leaf_weight=2.0363197457045343 11.217868391424416 16.112041493877772 3.7969727460294953 3.2670898959040633 2.1583274044096461 3.8400674760341635 4.3356912769377223 2.0397172272205344 2.1538267508149138 1.8688801825046528 6.2920012995600683 2.150485821068286 3.3200071640312663 1.7561118565499771 4.3018200024962407 1.1677869167178871 52.931883838027716 1.022454673424362 1.0003621540963639 1.9006520155817259 3.5604624524712625 6.3289374746382325 1.6352795138955114 2.4216084629297248 5.0068706199526778 4.7645997442305088 5.8492290601134256 4.3496797755360603 5.1501467600464812 1.8482078313827512
leaf_count=49 224 220 96 60 25 18 47 14 18 9 82 18 69 19 41 32 1639 11 10 27 53 44 17 18 46 49 75 29 50 12
internal_value=0 0.000499141 -0.00140828 4.22262e-06 -0.000224802 -0.00181301 -0.000417388 -0.000708219 0.000338741 -0.00194929 0.00107451 0.00199254 -0.00056956 -0.000887309 -0.000230799 -0.00222171 -0.00231689 0.00033395 0.00247111 -0.000345061 -0.000180064 1.00405e-06 -0.0015601 0.000339583 4.79871e-05 0.000322338 -0.000517117 0.00014745 -0.00131554 0.00179988
internal_weight=0 57.7258 111.86 43.357 40.09 75.4506 37.9316 33.5959 12.3338 71.6105 10.294 14.3687 36.409 14.6195 10.8225 56.991 55.1221 2.19024 12.2182 33.089 31.1884 29.1521 5.19574 23.9563 21.5347 9.06642 16.5278 10.6786 21.2622 8.14021
internal_count=3121 780 2341 528 468 1914 443 396 126 1896 112 252 427 205 109 1691 1682 43 234 358 331 282 70 212 194 90 148 73 270 94
is_linear=0
shrinkage=0.00261651


Tree=72
num_leaves=31
num_cat=0
split_feature=12 4 13 1 14 3 39 47 48 132 3 49 52 41 16 52 150 11 151 16 1186 1186 13 15 457 43 130 1 2 47
split_gain=17.718 7.31115 5.9436 4.91305 4.26038 3.89732 3.27336 3.26412 3.16408 2.96806 2.37789 2.74522 2.62926 3.21709 2.98734 2.18531 2.66108 2.07156 2.05176 2.04034 1.94738 3.2384 2.07849 2.09688 1.42061 2.0379 1.1796 1.13094 2.00828 1.83315
threshold=0.051320000000000005 0.36766000000000004 -0.004174999999999999 1.0000000180025095e-35 1.0000000180025095e-35 0.14121000000000003 0.14059500000000003 0.081320000000000017 0.086665000000000006 0.087955000000000019 -0.10023499999999998 -0.23360999999999996 -0.12005499999999998 0.078475000000000017 -0.0083599999999999976 -0.0064899999999999992 0.081835000000000019 0.087830000000000005 -0.086944999999999981 -0.25582999999999995 0.085175000000000015 0.092410000000000006 -0.094514999999999988 0.089740000000000014 0.3138450000000001 -0.041049999999999996 0.14647000000000002 0.10538500000000002 0.10188000000000001 0.10648500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 5 3 -1 7 6 10 -5 -9 15 12 -12 -2 14 19 18 27 -3 -4 -14 22 -22 23 -13 25 -20 -24 28 -17 -29
right_child=1 17 9 4 -6 -7 -8 8 -10 -11 11 20 13 -15 -16 16 -18 -19 24 -21 21 -23 26 -25 -26 -27 -28 29 -30 -31
leaf_value=-0.0019986339231259365 -0.0029547858649229598 0.0030044336664733812 0.001353567972752752 0.0030692091076763703 -0.0033326317109194179 0.0010449970558071451 0.0033366694225065549 -0.0022663679646188549 0.0023825669956416612 0.0030931489839659976 0.00060086417734144719 -0.0016678218927765629 0.00064245871288139318 -0.0033136901541861745 0.0016234861960045851 0.00011100081481418241 0.0027531489171822689 -0.00014617200986349042 0.00063011377341759881 -0.002699402290488945 0.004064454259637266 -0.0031510815770272433 -0.0028213906813702502 0.0032066371704487246 0.00014758034859772997 -0.0026625543915521992 0.00105140010218342 0.0019976289363214978 -0.0026295710521928761 -0.0011572232111469751
leaf_weight=3.0315156783908632 5.5061524678021696 3.1862816810607901 2.264869116246703 15.015721458941703 1.2273286543786515 3.8953967057168475 1.0044744312763203 2.2952096350491038 2.9498314894735813 2.1201291792094699 2.6753937974572173 5.3331508040428082 2.8004841208457947 3.0288178976625195 5.9408829845488054 6.2009170427918487 2.9644370861351481 4.3552971631288528 1.9787533394992358 3.7920804973691702 1.0429684892296784 1.1566402371972797 51.538624310866005 0.91105595789849747 3.0189852863550177 10.204070063307878 0.7029131893068542 3.8015127815306178 3.803831908851862 2.8350097835063934
leaf_count=48 124 43 18 286 13 22 12 18 39 25 15 103 26 49 54 63 41 36 24 67 15 27 1672 17 16 135 18 35 35 25
internal_value=0 -0.0016226 0.00039351 0.00154014 0.00203939 -0.00185963 -0.00199207 0.00236481 0.000348211 -0.000323845 -0.00205546 -0.00234282 -0.00119127 -0.00056732 9.6365e-05 -0.000519259 0.000161212 0.00118494 -0.00128306 -0.0012798 -0.0024726 0.000270244 -0.00257575 -0.000956618 -0.00167589 -0.00212775 -0.00276928 -0.00030051 -0.000930972 0.00064993
internal_weight=0 96.8706 63.7121 24.5196 21.4881 89.329 85.4336 20.2608 5.24504 39.1925 84.4292 63.3607 21.0684 15.5623 12.5334 37.0724 19.6057 7.54158 17.4667 6.59256 60.6854 2.19961 58.4857 6.24421 15.2018 12.1828 52.2415 16.6413 10.0047 6.63652
internal_count=3121 2300 821 404 356 2221 2199 343 57 417 2187 1867 320 196 147 392 199 79 193 93 1852 42 1810 120 175 159 1690 158 98 60
is_linear=0
shrinkage=0.00296937


Tree=73
num_leaves=31
num_cat=0
split_feature=1 12 12 3 39 16 48 50 0 13 2 14 160 42 124 16 15 159 484 133 123 43 4 13 43 2 51 16 0 160
split_gain=32.2147 10.1678 7.45638 6.02603 4.68914 5.85898 5.70366 6.81481 4.6661 3.72414 3.2254 3.21031 2.88383 3.58607 2.84677 2.62035 3.0082 2.56692 2.96573 3.24029 4.12187 4.88099 2.73603 2.40294 2.74697 2.00021 1.40425 1.28297 1.49661 1.22528
threshold=0.099195000000000019 -0.064509999999999984 0.083370000000000014 0.16158000000000003 0.15619500000000003 0.062650000000000025 0.11951500000000001 0.10965000000000001 -0.060129999999999996 0.11596500000000001 0.11548000000000001 0.062655000000000016 -0.098904999999999979 -1.0000000180025095e-35 -0.088544999999999985 -0.51370499999999997 0.14654000000000003 -0.029685 0.08660000000000001 -0.0061299999999999992 1.0000000180025095e-35 0.05259500000000001 0.0061450000000000003 -0.42195999999999995 -0.08595499999999999 0.10882500000000002 0.11984500000000002 0.63636000000000015 -0.077809999999999976 0.086075000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 14 11 4 5 6 7 10 15 23 12 17 -3 -14 -2 -4 -17 -1 19 -19 21 22 29 -10 -25 -15 -8 28 -7 -21
right_child=1 3 8 -5 -6 27 26 -9 9 -11 -12 -13 13 25 -16 16 -18 18 -20 20 -22 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=-0.0025121897900847938 -3.1424294044382684e-05 -0.0020821474503951811 4.4391578784827576e-05 0.0021686307591005996 0.0030699740722383686 -8.9814922866407064e-05 -0.0031956538888693567 -0.0026048587953443163 0.0011752840543331198 0.0023735869484167592 0.0026421406455568457 -0.002864187825362094 -0.0013863642228621837 0.0022770072845566831 0.0025487829000882703 -0.0023230934689630685 0.00093224276119084355 -0.0022691969837568974 0.0017966469607104769 -0.0012358315041092905 0.0019385259940424553 0.0027397785628524079 0.00033961472956444306 0.00011834616366164246 -0.0025102774325606323 -0.00032855080172293353 -0.00077610096945346472 0.00013154635150097304 -0.0026458244213690973 -0.0029990895707593269
leaf_weight=3.2754893414676181 3.1634091213345554 2.2658229842782118 3.1957458704709998 6.71891851350665 2.3433146402239791 1.6571770086884487 3.327455159276723 3.5561315342783919 2.2601532787084571 2.1381583139300337 5.9890314415097228 3.6189522407948962 3.0971314981579807 7.6781971864402241 15.425957046449183 73.746972594410181 1.7848431468009938 5.1546231433749226 3.9698901176452628 8.1204239986836999 4.8460723906755439 2.3454485386610022 5.6723523288965216 3.6682634204626066 7.2925291396677494 2.3661106005311012 2.6416126191616058 1.5768788009881962 9.2902608253061754 3.4460825696587554
leaf_count=41 28 19 23 83 23 13 24 42 11 18 66 48 25 65 230 1702 9 73 36 90 38 14 37 32 103 17 19 25 137 30
internal_value=0 0.000534934 -0.00152701 -2.25785e-05 -0.000344108 -0.000528252 5.08217e-05 0.000571289 -0.00190947 -0.000660242 0.00109917 -0.000637397 0.0004994 0.000944506 0.0021097 -0.00215319 -0.00224617 -0.000418593 -0.000214225 -0.000484055 -0.000107404 -0.000613663 -0.00106992 -0.00115089 -0.00163055 0.00166322 -0.00212488 -0.00195794 -0.00225891 -0.00176117
internal_weight=0 71.0974 134.536 52.508 45.7891 43.4458 30.9215 24.9524 94.0867 15.3591 21.3963 40.4493 15.4073 13.1414 18.5894 78.7276 75.5318 36.8304 33.5549 29.585 24.4304 19.5843 17.2389 13.2209 10.9608 10.0443 5.96907 12.5243 10.9474 11.5665
internal_count=3121 816 2305 558 475 452 277 234 1898 164 192 407 126 107 258 1734 1711 359 318 282 209 171 157 146 135 82 43 175 150 120
is_linear=0
shrinkage=0.00247771


Tree=74
num_leaves=31
num_cat=0
split_feature=1 12 12 52 151 0 1447 2 13 128 16 16 48 14 457 159 16 16 0 0 4 16 49 42 4 13 42 1373 2 52
split_gain=16.8008 5.67863 4.85663 3.80275 3.87698 3.73524 3.51895 3.2899 3.14499 2.86081 2.82399 3.44005 2.77038 2.58599 2.42874 2.19871 2.18078 2.17662 2.10808 3.55666 3.9624 2.15894 2.1037 2.02735 1.89818 2.69481 1.89539 1.67952 1.65543 1.4244
threshold=0.099195000000000019 -0.064509999999999984 0.083370000000000014 -0.43320999999999993 -0.40381499999999992 -0.060129999999999996 -1.0000000180025095e-35 0.11448000000000001 0.11596500000000001 0.088305000000000008 -0.072804999999999981 -0.013324999999999998 0.13504500000000005 0.062655000000000016 -1.0000000180025095e-35 -0.029685 0.033715000000000009 -0.48836499999999994 -0.13027499999999997 -0.071924999999999989 -0.46376499999999993 -0.013324999999999998 -0.24768999999999997 0.086835000000000009 -0.51843499999999987 -0.01163 -1.0000000180025095e-35 0.084905000000000022 0.089885000000000007 0.039215000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 9 13 -3 -5 17 -6 10 23 27 14 -12 -9 15 -8 -1 -13 29 21 -20 -21 28 -19 24 -7 -26 -16 -2 -17 -4
right_child=1 3 5 4 6 8 7 12 -10 -11 11 16 -14 -15 26 18 -18 22 19 20 -22 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=-0.0026396921855709049 0.002632726238804868 -0.0027671128617459541 0.0012741522525732943 -0.0031971022174145775 -0.0029906202968927121 -0.0026405966060771145 -0.0018837230138511322 0.0024009276486917017 0.0026494862538551677 -0.0023542667191620518 -0.0038344241595246837 0.0021853180205073561 -0.00025103182931626023 -0.0030183648615665871 -0.00075353435401006013 -0.0011962266261727214 -0.0010042769539691425 0.0012339670597703014 -0.0019813007862093672 -0.001630114745715935 0.002065757454347087 0.0029479348592298697 -0.002322276634669761 -0.0029332965795537277 0.0015839541446354727 -0.0021173890517854651 0.0022004197444341579 -0.00084862140039103807 0.0011464690967027658 -0.0019748158678580012
leaf_weight=2.6369362045079496 11.266714999452232 3.3122754879295817 2.1683860272169109 2.2397264651954165 2.0352923665195695 1.9872198179364176 1.8068145513534535 9.7538270838558656 1.9224837906658638 1.0054462030529965 2.3968304451554951 2.0495271869003879 3.9398285374045363 2.7378340102732173 2.0132664181292048 3.6944131217896921 5.9909288287162781 1.2141890749335278 7.9677233248949113 3.5804323311895132 4.8876759596168942 2.5654142908751991 49.336611144244671 2.9774820134043685 4.2062298767268631 2.1014052145183122 6.6882435418665365 1.0820415951311577 5.1364726647734642 1.726916257292032
leaf_count=41 239 106 18 17 29 16 18 150 18 8 30 20 34 48 18 31 64 7 129 49 49 19 1678 67 28 35 72 11 41 31
internal_value=0 0.000458097 -0.00136955 -2.16797e-05 0.000212004 -0.00177995 0.000420199 0.000620608 -0.000505858 0.00197517 -4.4487e-05 -0.00102787 0.00163793 -0.000533581 0.000932246 -0.000310308 -0.000191243 -0.00208872 -8.9612e-05 -0.000701286 0.000503092 0.000792549 -0.00223686 -0.001044 -0.000365825 0.000350842 0.00151696 0.00232768 0.000166399 -0.000166223
internal_weight=0 55.5808 100.848 42.2266 38.9143 67.6409 36.6746 34.6393 13.1948 13.3542 20.9456 10.4373 13.6937 33.2069 10.5083 30.4691 8.04046 54.4461 27.8321 16.4358 8.46811 11.3963 50.5508 11.2723 8.29485 6.30764 8.70151 12.3488 8.83089 3.8953
internal_count=3121 816 2305 558 452 1898 435 406 164 258 222 114 184 407 108 359 84 1734 318 227 98 91 1685 146 79 63 90 250 72 49
is_linear=0
shrinkage=0.00266909


Tree=75
num_leaves=31
num_cat=0
split_feature=1 123 47 457 3 52 52 484 15 11 16 1 13 2 43 159 50 1 1 454 49 48 15 49 13 151 0 0 403 129
split_gain=30.2731 8.98717 5.98998 5.26463 4.73984 4.38106 5.39676 3.89293 4.02119 4.48917 3.37007 3.64867 3.32896 3.21927 2.8979 2.57657 2.43808 2.31843 2.11519 2.09097 1.84638 1.77515 1.77176 1.717 1.4258 1.3768 1.36214 4.13591 1.3418 3.13178
threshold=0.104035 1.0000000180025095e-35 0.087885000000000019 0.080930000000000016 -0.11255999999999998 0.13796000000000003 -0.24456499999999998 -1.0000000180025095e-35 0.024640000000000006 0.081790000000000015 -0.061854999999999993 0.13288500000000003 -0.15416999999999995 0.089775000000000008 -0.023869999999999995 -0.094234999999999985 0.11720500000000002 0.077845000000000011 0.09253500000000002 0.085470000000000004 0.29540500000000008 -0.076334999999999986 -0.055554999999999993 -0.052259999999999994 0.043850000000000007 -0.16145499999999999 -0.10011499999999998 -0.10224499999999999 0.03138500000000001 0.092550000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 5 4 7 6 -2 -1 9 17 11 14 -6 24 -4 -7 20 -9 -3 25 21 -8 -12 -15 -5 -14 27 -27 -28 -30
right_child=2 18 10 13 12 15 16 8 -10 -11 22 -13 19 23 -16 -17 -18 -19 -20 -21 -22 -23 -24 -25 -26 26 28 -29 29 -31
leaf_value=-0.0034291501910742256 -0.0015433416290251412 -0.00049891651359305726 0.0017243588563229419 -0.0023221423787652858 -6.378655095888705e-05 0.00083142497795795256 0.00024804534779911613 0.00070275105294716276 -0.0024306005997655456 -0.0026040630843748298 -0.0030883650416455789 0.0037048028251060426 2.8908861353254115e-05 0.0023293235952611866 -0.0017927819975850523 -0.0033160481665217537 -0.001193759216482095 0.0038328445674948161 0.0022497008106255678 0.00090710942868870207 -0.00036004443304750309 0.0028129115597254457 -0.00018248942327780707 -0.000654369779826932 0.00078611870895309364 -0.002353549996828862 -0.0028771868162832943 0.0022015605418344531 -0.002239289140377436 0.0034574000868720458
leaf_weight=3.5860084071755436 3.5340319238603106 4.0665284246206266 3.2715620361268511 5.0487888753414136 5.2309603653848162 2.7861790880560875 2.467199772596369 5.4901840761303884 4.3745245821773997 2.4524160362780085 4.676884140819312 2.3564603924751273 1.7646895572543133 4.4297944381833076 4.8636418841779259 2.2691119611263266 1.6565477773547161 3.0863956175744534 5.4980450421571732 1.533620037138461 1.8889208287000645 25.943097721785307 2.801050052046774 2.5299837663769722 1.6299503147602079 12.181716445833443 60.012334233149886 1.9275921545922745 8.8656269609928096 0.88628028333187181
leaf_count=45 54 34 29 68 30 27 29 35 67 46 66 22 36 29 39 17 13 23 61 13 13 357 25 31 15 160 1483 26 207 21
internal_value=0 -0.00161849 0.000870975 -0.001825 -0.00203247 0.00148644 0.00184492 -0.00071766 -8.64128e-05 0.000843382 -0.000517706 0.000538725 -0.00230267 -0.000130497 -0.000378368 -0.0010302 0.00221963 0.00182916 0.00108108 -0.00243702 0.00240625 0.00259017 -0.0019999 0.00124471 -0.00156357 -0.00249691 -0.00255005 -0.00173124 -0.00271565 -0.00172156
internal_weight=0 134.595 58.5147 125.031 111.392 40.5451 35.4898 18.9895 15.4035 11.029 17.9696 10.4917 92.4028 13.6385 8.1352 5.05529 31.9558 8.57658 9.56457 87.1719 30.2992 28.4103 7.47793 6.95978 6.67874 85.6382 83.8736 14.1093 69.7642 9.75191
internal_count=3121 2430 691 2335 2192 510 466 216 171 104 181 90 1976 143 68 44 412 58 95 1946 399 386 91 60 83 1933 1897 186 1711 228
is_linear=0
shrinkage=0.0028895


Tree=76
num_leaves=31
num_cat=0
split_feature=1 12 12 4 52 151 133 483 16 124 457 151 160 14 157 50 3 123 0 15 43 16 49 2 4 403 129 1 150 160
split_gain=15.7124 5.33536 4.66831 3.77682 3.57974 3.4363 3.67225 3.76382 2.6327 2.52475 2.44944 2.43383 2.75482 2.39683 2.26292 2.04836 1.90823 2.17217 2.48545 2.52042 2.35473 1.87514 1.86294 1.75121 1.66212 1.53727 4.19491 4.39706 1.65881 5.34857
threshold=0.099195000000000019 -0.064509999999999984 0.083370000000000014 -0.15764999999999998 -0.43320999999999993 -0.40381499999999992 -0.25159999999999993 0.10297500000000001 -0.072804999999999981 -0.088544999999999985 -0.068264999999999978 -0.083559999999999982 -0.079279999999999975 0.062655000000000016 -0.013599999999999999 0.096900000000000014 -0.15713499999999997 1.0000000180025095e-35 -0.13027499999999997 -0.008624999999999999 -0.079109999999999986 -0.48836499999999994 -0.24768999999999997 0.090675000000000019 -0.49405499999999997 0.03138500000000001 0.092550000000000007 0.08844500000000001 0.084120000000000014 0.083670000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 9 13 24 -3 -6 -7 8 10 -2 -8 -10 -13 15 -14 16 -1 18 19 23 -19 -5 -23 -18 -4 28 27 -27 -24 -30
right_child=1 4 3 21 5 6 7 -9 11 -11 -12 12 14 -15 -16 -17 17 20 -20 -21 -22 22 25 -25 -26 26 -28 -29 29 -31
leaf_value=0.0018466532643651628 -0.00035106703516370099 -0.0029504097613193849 -0.0017151267260750076 -0.00026055342804539807 -0.003310440112510458 -0.0031756262501920584 -0.0013749994314287614 -0.0030295061693777804 0.0028601758704106042 0.0027482100953885175 0.0020877584942431086 -0.0031548190180466845 0.0022793838404804537 -0.0031947046985184757 -0.00061532491852694829 -0.0033705195176735908 -0.0018338743520078923 0.003006095130447545 -0.0019028521960458909 0.0025566278342554704 -0.00076621162692751754 0.0011775518101390257 -0.0027845773083397425 0.00099804303238045866 0.0007432109417553702 -0.0025909240275328337 0.0056728459982654921 0.004724266274380837 -0.002955960788760315 0.0037747794130235093
leaf_weight=3.469618257135159 2.7112454287707797 3.1158150695264331 3.627752773463726 3.9869911316782227 2.1089199148118487 2.1550208739936343 1.8745295107364679 2.1057986803352824 2.1639619730412951 10.140843937173484 14.707685839384792 2.4195553865283719 3.0814583078026754 2.5563971772789946 7.6666409894824064 1.6877627223730076 4.4791981689631939 2.7980401664972305 9.4728726241737551 2.5934779420495122 2.5966174416244021 1.2306887432932843 38.165699357166886 2.9462651461362839 5.8451392948627454 6.5629886221140614 0.65844247303903092 0.74466021172702301 3.2664930112659922 1.3613965474069116
leaf_count=26 28 106 36 52 17 24 23 26 19 230 192 28 41 48 82 26 40 29 171 20 28 7 1382 19 47 207 21 27 108 11
internal_value=0 0.000488667 -0.00142484 -0.00186417 -9.81736e-06 0.000229511 0.000435884 0.00066466 0.000908416 0.00209439 0.00169631 5.625e-05 -0.000404545 -0.000542802 0.000214582 -0.000317155 -0.000135417 -0.000411753 -0.000855164 0.000135421 0.00119037 -0.00214609 -0.00229069 -0.00071023 -0.000198238 -0.00237478 -0.00122406 -0.0018455 -0.00258899 -0.000975964
internal_weight=0 54.2515 98.0505 65.4503 41.3994 38.2836 36.1747 34.0196 31.9138 12.8521 16.5822 15.3316 13.1677 32.6002 10.7481 30.0439 28.3561 24.8865 19.4918 10.0189 5.39466 55.9774 51.9904 7.42546 9.47289 50.7597 7.96609 7.30765 42.7936 4.62789
internal_count=3121 816 2305 1898 558 452 435 411 385 258 215 170 151 407 123 359 333 307 250 79 57 1815 1763 59 83 1756 255 234 1501 119
is_linear=0
shrinkage=0.00285289


Tree=77
num_leaves=31
num_cat=0
split_feature=1 12 12 4 2 52 133 151 484 15 47 38 16 49 15 1373 150 4 39 484 51 133 13 52 4 160 48 40 13 403
split_gain=15.7074 4.81096 4.7496 3.69393 3.58798 2.70383 3.03599 2.81242 2.85268 3.01166 2.70499 2.66626 2.5835 3.32523 2.45067 1.98364 1.89509 1.65437 1.65176 1.76982 2.15766 1.73233 1.99073 2.71626 1.86253 1.60333 1.53764 1.45929 1.39206 1.35635
threshold=0.10089500000000001 0.083370000000000014 -0.064509999999999984 -0.15764999999999998 0.14838000000000004 -0.43320999999999993 -0.25159999999999993 -0.27559499999999998 -1.0000000180025095e-35 0.035560000000000008 0.088195000000000009 0.10657000000000001 -0.51370499999999997 -0.24768999999999997 0.083195000000000005 0.084905000000000022 0.11235000000000002 -0.49405499999999997 0.094675000000000009 -0.0068949999999999992 0.087505000000000013 -0.0061299999999999992 -0.10278499999999999 -0.088204999999999992 -1.0000000180025095e-35 -0.079279999999999975 0.091085000000000013 -1.0000000180025095e-35 -0.07743499999999999 0.03138500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 14 11 17 5 -4 -7 -8 -9 10 25 15 -5 -14 16 -2 18 -3 19 -1 21 27 -23 -24 -25 -10 -27 -21 -19 -15
right_child=2 3 4 12 -6 6 7 8 9 -11 -12 -13 13 29 -16 -17 -18 28 -20 20 -22 22 23 24 -26 26 -28 -29 -30 -31
leaf_value=-0.002353674105944923 0.0032306422823418141 -0.0018247343158834159 -0.0031473731482169697 0.00040965482054655504 0.0027298149528067685 -0.0038218101564195394 -0.0034008810030326827 -0.0018384033769771324 0.00011132497449202214 -0.0015313192993823773 -0.00013755051740715129 -0.001065857000025267 0.002074867500485742 -0.0027746957652835824 -0.0032448370512603575 -0.0012603017497256775 0.0028242871732876893 0.0023861356994184088 -0.0028344501195242721 -0.0033561719541085663 -0.0022140874984928173 0.003836228931716095 -0.0024267598162330296 0.0019898401900963281 -0.00049989908499302373 0.0032504689498433093 0.0002014017525793252 0.00043459145202040262 -0.00059330190304056373 -0.0014513325635251849
leaf_weight=3.303870530799041 9.5814785473048669 3.6422291547060013 2.7725477479398242 3.1554825603961936 4.1559767127037039 1.8357806503772724 1.8814739994704748 4.3403750937432113 2.8263705149293026 4.1510477587580672 7.5960162542760363 1.9564958550035942 1.4796550199389447 43.171676427125931 2.8825562000274649 1.0078186020255078 1.6914721690118302 2.7135402262210846 2.5452098324894896 1.8751272074878218 3.4044861644506446 1.8242409527301919 2.4983743112534418 7.4982875827700015 4.4327556807547319 8.4780941139906556 1.8721119724214084 1.8911795578897166 3.1322734542191011 8.6135555766522867
leaf_count=54 224 37 96 27 61 19 16 57 32 35 64 18 8 1530 69 10 12 14 41 30 36 13 49 60 41 125 23 22 33 265
internal_value=0 -0.00149257 0.000565653 -0.00197177 5.19378e-05 -0.000259335 -1.65541e-05 0.000207736 0.000439745 0.000836477 0.00130964 0.00219985 -0.00226738 -0.00242598 -0.000559455 0.00280322 -0.000309471 -0.000213912 -0.000490545 -0.000267346 2.69174e-05 0.000408011 0.000839178 0.000460276 0.00106482 0.00214392 0.00269896 -0.00145271 0.000789709 -0.00255458
internal_weight=0 99.756 52.4556 65.9084 39.9098 35.7538 32.9813 31.1455 29.264 24.9236 20.7726 12.5458 56.4204 53.2649 33.8476 10.5893 30.965 9.48804 29.2735 26.7283 23.4245 20.02 16.2537 14.4294 11.931 13.1766 10.3502 3.76631 5.84581 51.7852
internal_count=3121 2341 780 1914 528 467 371 352 336 279 244 252 1830 1803 427 234 358 84 346 305 251 215 163 150 101 180 148 52 47 1795
is_linear=0
shrinkage=0.00304495


Tree=78
num_leaves=31
num_cat=0
split_feature=1 12 52 47 3 50 3 51 15 48 42 3 43 133 484 123 474 16 48 11 2 1 49 1 484 43 1 130 43 52
split_gain=41.9172 10.0489 9.12297 8.49672 6.75147 5.80078 4.02712 3.94587 3.41849 4.66559 3.26494 3.20611 3.02826 3.38257 3.01495 2.62694 2.51525 2.41082 3.01147 2.39142 3.0747 2.21084 2.13077 2.06205 2.01711 2.34626 1.76787 1.61269 2.67755 1.59807
threshold=0.10089500000000001 0.079890000000000017 -0.43320999999999993 0.088195000000000009 0.097915000000000016 0.11843500000000001 -0.10023499999999998 -0.096089999999999981 0.035560000000000008 0.12879500000000002 -1.0000000180025095e-35 0.16158000000000003 -0.079109999999999986 -1.0000000180025095e-35 -1.0000000180025095e-35 0.08128500000000001 0.084660000000000027 -0.056919999999999991 0.086035000000000014 0.080455000000000013 0.08622500000000001 1.0000000180025095e-35 -0.23360999999999996 0.11829500000000003 -1.0000000180025095e-35 -0.073959999999999984 0.082535000000000011 -0.082549999999999985 0.0034250000000000005 0.13796000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 7 -2 5 6 8 10 -1 9 29 -3 15 21 -14 -12 24 17 18 -15 20 -16 -9 -8 -10 -5 -26 -19 28 -24 -4
right_child=2 4 3 11 -6 -7 22 12 23 -11 14 -13 13 16 19 -17 -18 26 -20 -21 -22 -23 27 -25 25 -27 -28 -29 -30 -31
leaf_value=-0.0025220136132523534 -0.0024636993377867805 -0.0024992196408403717 0.0023591116982163932 -0.0027018115426318237 0.0010857453874223632 -0.0017319727884429546 0.0001754599167035146 -0.00015972787284804999 -0.00099476046234081334 -0.0015135688799437449 -0.0026613880743915188 0.0017750570358077825 -0.0023794772919473739 0.0013660812748306481 -0.0011284533729398021 0.0013638538891838268 0.0019931526283005069 -8.6278922240646917e-05 -0.0010294617451899815 -0.0016174327987366073 0.0017674605645433765 0.0020784664152630221 -0.0024798976460920687 0.0013880997129134666 0.00096309021077831667 -0.0014378635264570444 -0.0026943261367067843 -0.0022397812278893612 0.0021030481459662679 0.00063639293885054641
leaf_weight=4.0391520746052256 4.3490868471562854 5.2855923771858242 33.255632355809212 3.4045505002141008 4.3842570334672919 2.7895963788032523 2.159951999783515 4.5422554425895196 3.5085247308015806 1.9301436990499485 2.544838115572932 3.3775552362203589 4.3731695301830795 5.7921656444668805 3.0607437379658169 2.7155899852514258 2.6680127754807463 2.3558978289365777 5.6289794333279133 3.1236162595450869 5.7249152883887291 5.0922646597027779 1.556995224207639 4.5215292423963547 3.3592826761305323 6.4948933124542245 3.5358983017504215 73.6006392352283 1.2504264116287229 3.2121976017951956
leaf_count=69 97 100 396 44 20 25 11 34 27 10 31 27 52 40 30 24 18 20 36 39 39 42 32 31 23 51 36 1681 11 25
internal_value=0 -0.00136683 0.00081205 0.00101982 -0.00174611 0.00153464 -0.00187241 -0.00034261 0.00173091 0.00202033 -0.000930624 -0.000289528 -8.36133e-05 -0.000521492 -0.000357018 -0.000726057 -0.00011484 -0.000439693 0.000185424 0.000135392 0.000758583 0.00102326 -0.00210902 0.00034697 -0.0011541 -0.00061938 -0.00165147 -0.0021736 -0.000438652 0.00220737
internal_weight=0 140.72 72.9186 68.5695 102.692 49.2176 98.3077 38.0278 46.428 38.398 19.7397 19.3519 33.9886 24.3541 14.4541 15.9743 19.981 17.3129 11.4211 11.9093 8.78566 9.63452 78.568 8.03005 13.2587 9.85418 5.8918 76.4081 2.80742 36.4678
internal_count=3121 2341 780 683 1994 514 1974 347 489 431 239 169 278 202 139 142 150 132 76 108 69 76 1735 58 118 74 56 1724 43 421
is_linear=0
shrinkage=0.00233236


Tree=79
num_leaves=31
num_cat=0
split_feature=1 12 47 52 52 9 3 3 15 16 1 43 42 159 11 376 147 50 49 2 2 4 0 0 15 4 51 49 48 15
split_gain=23.3563 7.54781 5.17558 3.91167 4.62459 3.90338 3.7597 3.14537 2.77057 2.6361 3.13054 2.60804 2.55165 3.16291 3.80912 2.47102 2.61667 2.13972 2.13706 2.0995 1.95733 1.82075 4.60461 2.80017 2.88878 2.37223 2.63516 1.74142 1.94531 1.70459
threshold=0.104035 0.083370000000000014 0.087885000000000019 0.13796000000000003 -0.24456499999999998 -0.036024999999999995 0.10732000000000001 -0.10023499999999998 0.083195000000000005 -0.061854999999999993 0.13210500000000003 -0.023869999999999995 -1.0000000180025095e-35 0.092630000000000018 0.081790000000000015 0.048375000000000008 0.08598500000000002 0.10965000000000001 -0.23360999999999996 0.11448000000000001 0.093680000000000013 -0.46376499999999993 0.041630000000000007 -0.13027499999999997 -0.11713499999999999 0.0052350000000000009 0.086685000000000012 0.29540500000000008 -0.078084999999999974 -0.055554999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 3 4 -2 -1 7 12 15 10 11 -4 -3 14 -14 16 21 27 -9 -5 -17 -7 23 24 -23 26 -26 28 -6 -11
right_child=2 6 9 19 17 8 -8 18 -10 29 -12 -13 13 -15 -16 20 -18 -19 -20 -21 -22 22 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=0.0035091614306620839 -0.0013439991356855654 -0.0027031152758405399 0.001356671587996739 -0.0026015345459134832 -3.5169502888728471e-05 -0.0025369684751816259 0.00066675328956689039 0.00047853068142012612 -0.0027600768341555413 -0.0027105778210351084 0.0027959447678817528 -0.0017208749919264132 0.0011572758143523097 -0.0031599560770163202 -0.0023738224393630479 -0.00065777944821911877 0.0018485943173025528 -0.0005902260866801327 -0.0022655642737647143 0.00078736600364162428 0.0024488948217313137 -0.0024845361797282152 0.0027130273172620133 -0.0021289692514062991 0.00095805236185261898 0.0021655531351170796 -0.0023928770706768943 -0.00039748042475042122 0.0024651853872731475 -0.00011683897667856885
leaf_weight=1.5802589282393444 3.252999782562255 3.9811374768614796 3.0227941796183586 2.4266576506197444 2.2355238273739877 3.8049086183309582 3.8966009654104701 1.9176265001296986 3.5078829526901236 4.2150439247488984 2.5671423375606537 4.459636792540552 7.657938711345194 2.1707765944302073 2.704736240208149 2.2232314310967913 2.4803123995661727 2.1371284797787657 58.591526048257947 2.358595035970211 3.2911062687635422 2.8802778348326674 2.4190275296568862 8.6721686478704232 3.5357903353869968 3.3694032095372677 2.714053351432085 1.7499530836939801 22.792750313878063 2.7324663549661619
leaf_count=19 54 96 27 24 27 57 19 9 71 66 26 37 64 19 53 23 25 19 1702 20 31 35 18 121 25 21 22 13 353 25
internal_value=0 -0.00133346 0.000689229 0.00122653 0.00154751 -0.000431678 -0.00178455 -0.00190856 -0.000591777 -0.00047893 0.000358627 -0.000477591 -0.000919142 -0.000352479 0.000235633 -0.000376855 -0.000667232 0.0018728 -0.0021786 -0.000931185 0.00119637 -0.000895007 -0.000630178 -0.00101216 -0.000237326 0.000435554 -0.00049712 0.00206937 0.00224185 -0.00169046
internal_weight=0 121.399 53.9507 36.9536 32.1684 40.4784 80.9203 77.0237 38.8982 16.9971 10.0496 7.48243 16.5146 12.5335 10.3627 35.3903 29.8759 28.9154 60.5092 4.78525 5.51434 27.3956 23.5907 21.1717 12.4995 9.61925 6.24984 26.7782 25.0283 6.94751
internal_count=3121 2430 691 510 466 468 1962 1943 449 181 90 64 232 136 117 378 324 412 1711 44 54 299 242 224 103 68 47 393 380 91
is_linear=0
shrinkage=0.00255788


Tree=80
num_leaves=31
num_cat=0
split_feature=12 1 1 13 16 3 3 42 484 52 160 160 12 49 41 15 47 47 14 48 3 0 403 1213 15 1 51 474 0 0
split_gain=15.6511 6.72183 5.45021 5.12427 4.06039 3.48272 3.26303 2.80931 3.59244 3.64552 2.70568 2.94739 3.93737 2.66335 2.66101 2.57579 4.09321 2.00514 3.59029 3.18323 1.81919 1.5544 1.5459 3.24139 10.151 1.53269 1.46911 1.6027 1.49513 2.11346
threshold=0.051320000000000005 0.13021500000000003 0.092390000000000014 -0.0025349999999999995 -0.16927999999999996 0.097915000000000016 -0.097604999999999983 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.23798499999999997 -1.0000000180025095e-35 0.08443500000000001 0.091200000000000017 -0.23360999999999996 0.076195000000000013 0.035560000000000008 0.096475000000000019 0.090100000000000013 0.018475000000000002 0.10396500000000002 0.12178000000000001 -0.053834999999999994 0.03138500000000001 -1.0000000180025095e-35 0.088235000000000022 0.12337000000000002 -0.096089999999999981 0.084660000000000027 -0.070154999999999981 -0.15202999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 26 17 10 6 7 -6 -9 -10 -2 12 -12 -8 -11 16 20 18 -4 -19 -5 -3 -15 -24 -25 -18 -1 28 29 -28
right_child=1 21 3 15 5 -7 13 8 9 14 11 -13 -14 22 -16 -17 25 19 -20 -21 -22 -23 23 24 -26 -27 27 -29 -30 -31
leaf_value=-0.0030659244230176116 -0.0028103353124149444 0.0039690295055229297 0.0030027569601037791 0.0019366854873713048 -0.0032592269051285078 0.00086971888296858053 0.002089201985481614 -0.0033203683949427597 -0.0030305459969691066 0.0020811585528861909 0.0037857057217100041 -0.002327666064770661 -0.00019830969352572369 -0.0028572938152645194 -0.0014237640409357388 -0.0023744839595107353 -0.0028781960286316634 -0.0018151354963702241 -0.0029378737837291659 0.0031387788531186999 -0.0007033942434804941 0.00050932628287734248 -0.0029995248688593082 -0.0030020968477801986 0.0083871278793709939 2.4565662053448515e-05 -0.00043715424918626611 0.0016301983332339747 0.00029031129595203509 -0.0032262494362272293
leaf_weight=2.242693172767761 3.1070771533995893 1.893918380141258 13.704057674854994 10.355333385989075 3.9192127939313677 3.4280795566737643 1.0284483805298794 2.9758866373449591 2.2599524501711121 6.4601392988115496 2.9249365627765638 3.0056796241551629 7.3055985942482948 39.385607551783323 2.5414147339761257 3.1316341478377572 3.2104253452271214 2.4418224059045306 0.91370438784360963 1.9759017676115034 2.7896420620381823 2.5870735161006442 4.2725120224058628 1.8866532146930688 1.012550016865134 2.9288450479507446 5.3562417216599014 2.4005833268165579 5.3921184390783301 3.9928952790796748
leaf_count=57 59 25 288 130 114 18 6 38 74 56 24 43 62 1480 33 29 31 19 10 32 24 34 145 62 27 24 44 21 45 67
internal_value=0 -0.00149275 0.000412636 0.00100657 -0.00167429 -0.00198163 -0.00213032 -0.00108376 -0.000484901 0.000264379 -0.000373485 0.000198543 0.000940731 -0.00252964 0.00109161 6.64041e-05 0.000462788 0.0021137 0.00263143 0.000400586 0.0013764 0.00197159 -0.00263167 -0.00139256 0.000975603 -0.00149338 -0.00085742 -0.000568478 -0.000926528 -0.00162834
internal_weight=0 89.9947 60.8359 41.4514 85.5137 69.1705 65.7424 18.1566 14.2374 11.2615 16.3433 13.2362 10.2305 47.5858 9.00155 22.4159 19.2842 19.0355 14.6178 4.41772 13.145 4.48099 46.5573 7.17172 2.8992 6.13927 19.3845 17.1418 14.7413 9.34914
internal_count=3121 2300 821 587 2241 2053 2035 315 201 163 188 129 86 1720 89 238 209 349 298 51 154 59 1714 234 89 55 234 177 156 111
is_linear=0
shrinkage=0.00290172


Tree=81
num_leaves=31
num_cat=0
split_feature=1 12 12 0 2 4 43 457 3 38 4 3 12 4 14 52 160 52 133 52 16 1186 43 151 1373 11 48 3 15 151
split_gain=13.7334 4.1959 4.16157 3.4174 3.18655 2.7451 2.62733 2.53038 2.47239 2.44357 2.38897 3.64764 2.89525 2.33763 2.32262 2.05534 2.11477 2.9969 2.91162 2.03909 1.97584 1.85422 3.21608 1.85023 1.7651 1.74913 1.73728 1.72067 2.45697 1.67621
threshold=0.10089500000000001 0.083370000000000014 -0.064509999999999984 -0.060129999999999996 0.14838000000000004 0.40124500000000002 -0.40263499999999991 0.045365000000000009 0.31299000000000005 0.10657000000000001 -0.51843499999999987 0.10732000000000001 0.092355000000000007 0.50822500000000004 0.062655000000000016 0.19022000000000003 -0.072114999999999985 -0.085984999999999992 -1.0000000180025095e-35 0.077655000000000016 -0.056919999999999991 0.085175000000000015 -0.00067499999999999993 0.13982000000000003 0.084905000000000022 0.088215000000000002 0.086260000000000017 -0.10519499999999998 -1.0000000180025095e-35 -0.27559499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 14 9 5 7 21 -5 8 13 24 -8 12 -12 25 15 16 -1 -18 -19 20 26 23 -23 29 -2 27 -20 28 -4 -3
right_child=2 3 4 6 -6 -7 10 -9 -10 -11 11 -13 -14 -15 -16 -17 17 18 19 -21 -22 22 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0015351927239332362 0.0030097860041069548 0.00060589441705433437 0.0034605232798515916 0.0033956030792031116 0.0025017100073498979 0.0032312359735276112 -0.0038283446020117816 0.001879264806595177 0.003028195793184885 -0.00093768967422346874 0.00091363631870549137 0.003360579814937988 -0.0026873416026006146 0.0014682407607013598 -0.0031653795063366847 -0.0032661061789852957 -0.0024525978314048611 -0.003063586167570308 0.0019131735503181983 0.0021635109685109273 -0.0019078854697766872 -0.0029531192844805742 0.004416046804742787 0.0011560355198722018 -0.001012978743730288 -0.0028037246984864662 -0.00072999862508286127 -0.001034443216894069 -0.0013634177785479199 -0.0024976825561620385
leaf_weight=5.288063917309052 8.7317269835621083 1.4608942158520211 1.8042651154100897 1.3072245903313149 3.9431214183568946 0.77147483080625434 1.8537131771445263 4.1593030393123618 1.5369470603764046 1.8926785700023163 3.1424317471683008 1.7967849373817442 4.28708366304636 3.5873245559632769 2.4428730960935345 1.7569360509514798 4.8520226310938659 2.1247271448373928 4.2079677935689741 4.3046601619571438 3.5404174420982377 1.0117164086550472 0.91680789366364379 1.2231027837842692 0.98582133650779802 3.6881394851952782 3.8830080591142178 17.768986936658628 1.634033927693969 43.353736735880375
leaf_count=62 224 44 21 9 61 8 18 52 33 18 24 9 105 44 49 30 92 52 40 34 41 32 8 26 10 63 27 227 27 1631
internal_value=0 -0.0013225 0.000530918 -0.00176197 7.59797e-05 -0.00210168 -0.000425391 -0.000203869 -0.000492492 0.0020247 -0.000876193 -0.000283058 -0.00116425 -0.000682471 -0.000493436 -0.000275555 -8.92418e-05 -0.000464146 7.00505e-05 0.000487853 -0.000132291 -0.00218745 0.000550134 -0.00230213 0.00260169 -0.000992379 0.000644667 -0.00067737 0.00116797 -0.00239651
internal_weight=0 93.5256 49.7323 61.125 38.1221 48.7377 12.3872 34.179 30.0197 11.6102 11.08 9.2263 7.42952 28.4828 32.4007 29.9578 28.2009 22.9128 18.0608 15.9361 11.6314 47.9663 1.92852 46.0377 9.71755 24.8954 8.09098 21.2073 3.4383 44.8146
internal_count=3121 2341 780 1914 528 1749 165 467 415 252 156 138 129 382 427 378 348 286 194 142 108 1741 40 1701 234 338 67 275 48 1675
is_linear=0
shrinkage=0.00284978


Tree=82
num_leaves=31
num_cat=0
split_feature=1 12 12 3 4 3 48 14 457 39 3 14 42 42 42 49 132 133 13 376 151 0 48 0 1 1186 1186 2 47 3
split_gain=26.7805 7.86301 6.67061 5.22921 4.46555 4.28654 4.22007 3.59812 3.03149 4.06217 2.8577 2.64971 2.61985 2.583 2.52634 2.30759 2.29713 4.01291 4.43273 3.95278 2.7924 3.13632 2.08074 1.97853 2.21719 1.55727 2.62145 1.3932 1.08791 1.05983
threshold=0.099195000000000019 -0.064509999999999984 0.083370000000000014 0.16158000000000003 0.27834500000000006 0.10732000000000001 0.12230500000000001 -0.46885499999999997 0.080930000000000016 0.12768500000000002 -0.10023499999999998 0.062655000000000016 0.084635000000000016 0.095405000000000004 -0.027559999999999998 -0.23360999999999996 0.081465000000000024 -0.0061299999999999992 -0.10664 0.049360000000000008 -0.024429999999999997 -0.23091999999999999 0.10184000000000001 -0.10607499999999999 0.11588000000000001 0.085175000000000015 0.091245000000000007 0.097220000000000015 0.096475000000000019 -0.22605499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 14 11 4 8 10 7 -6 9 23 12 16 22 -14 -2 -12 17 -1 -19 20 -20 -22 27 24 -3 -17 -27 -4 -9 -23
right_child=1 3 5 -5 6 -7 -8 28 -10 -11 15 -13 13 -15 -16 25 -18 18 19 -21 21 29 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=-0.0022403618751493672 -0.00041203865054625097 -0.001241933753788699 -0.0022685234947658344 0.001764468479403323 -0.0013086197549421227 0.00059795624599024116 -0.0018234707713547422 0.0018339831808861155 0.0010352249224744065 0.0017754686104955333 0.00041131303145834196 -0.0022597033783835537 0.0016066820079860598 -0.0012875003217877271 0.0019522279515251761 -0.0018962469203565625 0.001475009547622288 0.0024415721730992328 0.00053566566147713842 0.0016769594256545188 0.0010590701846016448 8.5370328137839076e-05 0.00098914494355031119 -0.0016050768980625544 0.001045294146500658 0.0019407007789385491 -0.0021477676954731735 -0.00051852050060323938 0.0001205174323096842 -0.0016915498558923206
leaf_weight=4.3144170790910747 2.0929948240518597 4.2398816496133849 6.0786887239664775 6.2521249726414672 2.103642761707305 3.856404870748519 2.3468528091907492 9.3164879940450174 3.6022554300725451 2.0362365096807471 1.9156076461076725 2.9871430601924649 2.9485072270035735 2.1579779237508774 14.327485613524912 58.582873862236738 2.7535090968012801 2.4226342365145745 5.3779421299696102 3.1983327455818644 2.2583023756742575 1.5241760388016796 1.2975354492664326 15.01805769093335 2.872929073870182 1.1595477946102613 1.3973010331392286 2.6350205540657043 1.7839497998356808 12.313443627208441
leaf_count=74 21 35 106 83 17 18 18 113 28 16 9 48 21 27 237 1633 26 15 45 28 19 9 11 219 17 13 28 32 12 143
internal_value=0 0.000445282 -0.00115087 4.594e-05 -0.000202084 -0.00147091 0.000660346 0.00110181 -0.000685047 -0.000941464 -0.00157297 -0.000444205 -0.000788054 0.000383613 0.00165087 -0.00176116 -0.00028546 -0.000439792 -0.000153081 -0.000407857 -0.000718371 -0.00113737 -0.00138569 -0.00119145 -0.000318102 -0.00182923 -0.00029362 -0.00173932 0.00155861 -0.00149583
internal_weight=0 65.9929 119.179 49.5724 43.3203 82.0295 15.5509 13.2041 27.7694 24.1671 78.1731 37.1499 15.1177 5.10649 16.4205 63.0553 34.1628 31.4092 27.0948 24.6722 21.4739 16.0959 10.0112 22.1309 7.11281 61.1397 2.55685 8.71371 11.1004 13.8376
internal_count=3121 816 2305 558 475 1898 160 142 315 287 1880 407 197 48 258 1683 359 333 259 244 216 171 149 271 52 1674 41 138 125 152
is_linear=0
shrinkage=0.00201014


Tree=83
num_leaves=31
num_cat=0
split_feature=1 52 484 403 484 52 52 1213 52 133 12 4 4 43 475 3 3 151 2 16 4 124 4 13 42 48 39 484 47 2
split_gain=12.7905 4.38816 4.3646 4.07604 5.48176 4.7197 4.53929 5.54593 4.04403 3.89241 3.47595 3.38676 6.27686 6.84701 3.24171 3.1455 3.11095 3.05413 2.93358 2.45396 2.40874 2.30567 2.26388 1.87719 1.87657 1.82542 1.66874 1.54683 1.42705 2.38801
threshold=0.099195000000000019 -0.43320999999999993 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.0068949999999999992 0.19022000000000003 -0.12005499999999998 -1.0000000180025095e-35 0.14295500000000003 -0.17773999999999998 -0.054684999999999991 -0.075889999999999999 -0.084369999999999987 -1.0000000180025095e-35 -0.086424999999999988 -0.0080949999999999998 -0.16186999999999999 -0.40381499999999992 0.11448000000000001 -0.014034999999999997 -0.013125 -0.31141499999999994 -0.49013999999999996 -0.099939999999999987 -1.0000000180025095e-35 0.12933000000000003 0.087735000000000021 -0.092084999999999986 0.087885000000000019 0.11093500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 27 14 -5 6 -6 -8 9 -9 21 12 22 -14 -1 16 -13 -12 20 -17 -19 -4 -11 -18 -22 -20 -25 -3 29 -26
right_child=1 2 10 4 5 -7 7 8 -10 11 17 15 13 -15 -16 19 23 18 25 -21 24 -23 -24 26 28 -27 -28 -29 -30 -31
leaf_value=0.0036560570889550854 -0.0032404376805644504 0.00060302826820126981 -0.0022872933129928566 -0.0030593649719723127 -0.0025608369526799305 -0.0030909516294198853 -0.0032405819149256354 -0.0032514069300305214 0.0059286085933367141 -0.0011503294079998501 -0.0034703564185213421 0.0032048054938672065 0.01305402934363966 0.0016215256122850505 -0.0029716904653224901 0.00019195491632173408 0.0023190812249042608 -0.0021897611754522197 0.0028955054546474079 0.0037598518637634382 -0.0011389652031285019 0.0030891311439293738 0.0018973381883976149 -0.0027606730853667809 0.0033469434534727041 0.00017127413042374284 0.0014889166732195553 -0.0027342855189908251 -0.00021652799331884251 -0.00097888128488306464
leaf_weight=0.74947955831885593 2.8473300188779822 1.9818930141627786 0.84584822133183379 11.486462542787192 7.8173529263585797 7.0733375549316397 4.5462552476674309 2.9058617111295453 1.2521297018975008 3.6614636145532122 1.7087726145982767 1.3135529644787229 0.9332360997796062 1.130549408495418 18.421037696301937 8.0764235742390138 0.93881554342805351 3.7394524943083551 7.9136513825505954 2.4524745978415163 4.1640172749757811 9.7630108855664712 6.7886396721005431 8.518478289246568 4.8179196771234238 3.4453892521560192 1.0085245072841633 4.2871202398091546 3.6302817240357399 1.679486623033881
leaf_count=6 107 25 10 368 241 208 173 100 11 31 15 12 22 24 710 61 11 46 137 18 34 241 73 223 66 31 13 59 32 13
internal_value=0 0.000527485 0.000751103 -0.0014365 -0.00108655 -0.000698638 -0.000369063 2.45804e-05 0.000405396 0.00022209 0.0011164 0.000511949 0.00181272 0.00679126 -0.00271258 -0.000217722 -0.00132675 0.00058967 0.000825723 0.00102302 4.23739e-05 0.00266047 0.000829509 -0.0018955 0.000626416 0.0020692 -0.00231081 -0.00167922 0.00135226 0.00222878
internal_weight=0 50.8242 47.9768 89.0741 69.9036 58.4171 51.3438 43.5264 38.9801 37.728 41.7078 34.8222 12.5139 2.06379 19.1705 22.3083 11.7794 31.099 29.3902 10.5289 18.0312 10.6089 10.4501 10.4658 14.2917 11.359 9.527 6.26901 10.1277 6.49741
internal_count=3121 816 709 2305 1589 1221 1013 772 599 588 625 488 150 46 716 338 259 374 359 79 191 251 104 247 145 168 236 84 111 79
is_linear=0
shrinkage=0.00312391


Tree=84
num_leaves=31
num_cat=0
split_feature=1 123 47 3 3 484 14 52 52 11 2 133 51 16 1 43 159 49 16 15 1 50 48 48 16 16 15 13 51 1
split_gain=25.7288 8.73041 5.86451 4.82121 5.90931 3.92034 3.97434 3.86891 4.23397 3.14672 3.0047 2.99352 2.72261 2.72031 3.27624 2.32786 2.06856 2.0126 4.90193 1.86615 1.81996 1.81952 1.60692 1.64367 1.40224 1.29555 2.3893 1.22636 1.2185 1.90908
threshold=0.104035 1.0000000180025095e-35 0.087885000000000019 -0.11255999999999998 -1.0000000180025095e-35 -1.0000000180025095e-35 0.076175000000000007 0.13796000000000003 -0.24456499999999998 0.081790000000000015 0.11510000000000002 0.024320000000000005 -0.096089999999999981 -0.061854999999999993 0.13288500000000003 -0.023869999999999995 -1.0000000180025095e-35 -0.081604999999999997 0.0057500000000000008 -0.055554999999999993 0.09253500000000002 0.10965000000000001 0.12879500000000002 -0.078084999999999974 0.5136400000000001 -0.16927999999999996 0.082685000000000022 0.043850000000000007 0.087505000000000013 0.092695000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 7 5 17 -1 9 8 24 11 -9 27 -6 14 15 -4 -14 18 -5 -15 -3 22 23 -10 -2 26 -19 -7 29 -18
right_child=2 20 13 4 12 6 -8 10 21 -11 -12 -13 16 19 -16 -17 28 25 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.002344574721127546 0.00040441543209724442 -0.00019324899279097601 0.00111395238377088 -0.0016608876543865751 -0.0022496670799238084 0.0026103774696287232 -0.0022482129017806578 -0.0020554947393432803 0.00023905973465687761 -0.0015264666883189322 0.0012625282460303152 -0.00082826281856112965 -0.0019432786143238005 -0.0021844577527057609 0.0025923183914444204 -0.0011972224877197276 0.00090202651454497737 -0.0017391348396004684 0.0026393360080081817 -1.0678424319094653e-05 0.0016820968749066069 -0.00030765358753305049 0.00022973262757271766 0.0020856151307230507 -0.0023397440706447357 -0.001894066509941955 0.0014116500313978938 0.0010106049945725482 -0.00085628280906257159 -0.0009517712161302732
leaf_weight=3.2801235839724567 1.7088190782815211 3.8098003193736059 3.131309513002634 4.4021313413977614 3.1961103715002563 3.4015144556760806 2.5407937765121451 2.7145421095192424 2.2827787138521733 2.5191905144602051 2.0739469341933727 2.8035675603896371 2.4977525845170083 4.2796993851661691 2.2060324028134346 4.6879896707832831 9.1150064729154092 3.4199948720633975 1.5419026128947733 2.8237412720918638 5.3732822760939598 1.9689492769539345 2.6840653754770747 22.986936289817098 1.5118314828723667 58.639574320986867 1.4878198243677614 5.2504607066512108 4.4023406207561484 3.2449941895902148
leaf_count=51 16 34 29 63 62 22 49 26 27 46 18 30 31 66 22 39 58 64 10 25 61 19 19 347 38 1728 17 43 33 28
internal_value=0 -0.00104129 0.000670284 -0.00120116 -0.0014012 -0.000272025 0.000139601 0.00112546 0.00137742 0.000573737 -0.000618423 0.00103559 -0.0004756 -0.000337717 0.000358522 -0.000271691 -0.000181203 -0.00170031 -0.000545395 -0.00132034 0.000904069 0.00162079 0.00175662 0.0019188 -0.000883743 -0.00180833 -0.000783964 0.00163955 8.13631e-05 0.000415331
internal_weight=0 120.926 55.0606 111.743 91.9476 19.7957 16.5155 37.9319 33.1434 13.9747 4.78849 11.4555 22.4562 17.1288 10.0253 7.8193 19.2601 69.4914 5.94403 7.10344 9.18308 29.9227 27.9538 25.2697 3.22065 63.5474 4.90781 8.65198 16.7623 12.36
internal_count=3121 2430 691 2335 2094 241 190 510 466 141 44 95 212 181 90 68 150 1882 73 91 95 412 393 374 54 1809 81 65 119 86
is_linear=0
shrinkage=0.00207552


Tree=85
num_leaves=31
num_cat=0
split_feature=1 12 0 150 4 151 0 4 2 47 48 52 49 14 14 47 43 3 13 0 160 1 3 3 151 147 15 47 4 13
split_gain=27.482 8.6481 6.38889 6.0314 6.1422 5.03648 3.99664 3.95314 3.80728 3.66489 4.1935 3.1773 3.05518 4.01387 3.0304 2.72901 2.70568 2.93819 3.65913 2.71973 2.53484 2.37093 2.18942 2.16554 2.0011 1.51758 2.15973 1.47895 1.42825 4.21997
threshold=0.094465000000000007 -1.0000000180025095e-35 0.041630000000000007 0.081835000000000019 0.23246000000000003 -0.0096649999999999982 -0.10011499999999998 -0.49405499999999997 0.11448000000000001 0.090100000000000013 0.11280000000000003 0.10347000000000002 0.082865000000000008 0.062655000000000016 -0.46885499999999997 0.10843500000000002 -0.083134999999999987 -0.081234999999999988 -0.0097949999999999982 -0.060129999999999996 0.09389500000000002 0.077565000000000009 -0.059315 -1.0000000180025095e-35 0.11265500000000002 0.088520000000000015 -0.074054999999999996 0.10621500000000002 -0.083644999999999983 -0.0034749999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 9 6 4 8 -6 12 11 -3 24 -11 -4 13 20 -7 -16 17 19 -19 28 21 22 -1 -23 -2 26 -5 -10 29 -8
right_child=1 3 7 25 5 14 16 -9 27 10 -12 -13 -14 -15 15 -17 -18 18 -20 -21 -22 23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0023552136207837539 0.0022731696215652687 -0.001756743172981885 -0.002377875061729534 0.00176160071386715 -0.0021206900508852025 -0.0012375468224022704 0.0025596265285984967 0.0010762154968779144 0.001202656999578589 -0.0012242963034789439 0.0024212157551831309 0.00079186567277372507 -0.0023645020375472501 -0.0024014857457496101 0.0020779459601221119 -0.00031838960705122903 -0.002068715577646403 0.0023923707514658496 -0.0018048651332992973 0.00050978503463670812 -0.0019589234194922365 0.0026306283344079183 0.00048497779555079483 0.00035983830577601076 -0.00061714908755540314 0.002485633227965483 -0.00063708354104083495 -0.0010436398417281291 -0.0022061050519706928 -0.0022619776970168037
leaf_weight=2.3055798560380989 15.798370674252515 16.442206643521789 4.0742758177220812 4.3575840070843697 2.876258552074435 2.3277262188494214 1.2752428092062476 8.1118440702557546 3.4582214411348096 4.0276847705245009 2.386714793741703 2.3788799569010735 4.5719802826642981 3.8708912953734389 9.0280862934887356 3.0094932466745385 45.598349178209901 2.2405680492520332 1.7624791115522374 2.7181231249123803 2.5247515700757495 2.8963176235556602 2.9237632863223597 6.406522545963524 1.2259563803672779 3.7326559536159039 3.0171254836022836 2.3299700245261192 12.442216027528049 2.6612090878188672
leaf_count=43 251 286 47 49 21 17 26 60 35 26 30 16 88 70 90 20 1241 28 32 27 21 22 25 42 14 50 28 20 318 78
internal_value=0 0.000441779 -0.0012797 -6.5319e-05 -0.000464531 0.000511633 -0.00148739 6.35583e-05 -0.00122163 0.00153607 0.000132151 -0.00120939 -0.000750589 -0.000398006 0.00103868 0.00147884 -0.00176088 -0.00115323 0.000544393 -0.00150908 5.6662e-05 0.00040684 -0.000767242 0.00106682 0.00206503 0.00135335 0.000780256 0.000298436 -0.00184412 -0.000699983
internal_weight=0 74.0181 108.763 50.5793 39.472 17.2416 94.198 14.565 22.2304 23.4387 6.4144 6.45316 25.4998 20.9278 14.3653 12.0376 68.6982 23.0998 4.00305 19.0968 17.0569 14.5322 5.22934 9.30284 17.0243 11.1074 7.37471 5.78819 16.3787 3.93645
internal_count=3121 937 2184 616 489 148 2061 123 341 321 56 63 311 223 127 110 1750 509 60 449 153 132 68 64 265 127 77 55 422 104
is_linear=0
shrinkage=0.00217932


Tree=86
num_leaves=31
num_cat=0
split_feature=12 1 13 133 14 16 132 3 3 132 41 484 52 42 49 160 160 12 15 480 52 1 151 151 457 52 1 3 403 42
split_gain=13.1841 5.92782 4.69566 3.90132 3.88153 3.80183 3.13703 3.08988 2.91396 2.56081 2.48482 2.87142 3.56722 4.28903 2.46661 2.28419 2.46451 3.06581 1.87568 1.85147 2.12215 1.77521 1.69284 1.73144 1.83855 2.28725 1.74995 1.80361 1.53988 3.58138
threshold=0.051320000000000005 0.13021500000000003 -0.0044799999999999987 -1.0000000180025095e-35 0.019675000000000002 -0.16927999999999996 0.082230000000000011 0.097915000000000016 -0.097604999999999983 0.087955000000000019 0.078475000000000017 -1.0000000180025095e-35 -0.23798499999999997 -1.0000000180025095e-35 -0.23360999999999996 -1.0000000180025095e-35 0.08443500000000001 0.091200000000000017 -0.47308999999999996 1.0000000180025095e-35 -0.085984999999999992 0.104035 -0.40381499999999992 -0.096264999999999976 -0.068264999999999978 0.19022000000000003 0.094465000000000007 0.12178000000000001 0.03138500000000001 -0.090219999999999981
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 5 3 6 -5 15 -1 8 10 18 11 -7 -13 -14 -10 -2 17 -17 -4 20 21 -20 -22 -24 -25 26 -26 -28 -16 -30
right_child=1 -3 9 4 -6 7 -8 -9 14 -11 -12 12 13 -15 28 16 -18 -19 19 -21 22 -23 23 24 25 -27 27 -29 29 -31
leaf_value=-0.0026947958098511595 -0.0026051684493333502 0.0018531880798535877 0.0032523566786477444 0.0023999709615090269 -0.0034525034139164489 -0.0031589952626139492 0.0028584210836328093 0.00081030506761571944 0.0019259955625503748 0.002953014802450105 -0.0033792351130525877 -0.0029491759183411701 -0.0029647824199115378 0.0019885200087760404 -0.0027613969345466061 0.0034132986639168177 -0.0021513536648208121 -0.00010337309660829365 -0.0029513381044860422 -0.0032184976665224898 -0.0032403622602718649 -3.2301409882803691e-05 0.0031477671782247536 -0.0025877424355261244 -0.00017935342315842585 -0.0024576310113935723 0.0025217848612231336 -0.00047882423313897035 0.0045403308063700718 -0.0020136775375567653
leaf_weight=2.7949870806187422 2.8074269797652951 4.3595498893409959 1.1032972671091545 16.05192477628589 0.9694046787917604 2.6427361797541407 1.1617090590298174 3.301416900008916 1.0325415730476368 1.9521483592689026 2.9334881249815217 2.3742724023759356 1.7711481265723694 6.9200354777276507 34.472169134765863 2.7872542925178987 2.7478058189153662 7.0790153983980417 4.0343150943517641 1.9210838489234436 1.2017389275133634 2.8808134850114584 1.519535176455977 1.993589803576479 9.8170550707727724 2.1971177719533435 5.4232871178537598 2.3018872141838074 0.75769020803272713 5.9884610902518025
leaf_count=51 59 59 16 316 8 52 25 18 6 26 52 87 63 61 1480 24 43 62 82 26 12 29 16 16 77 36 68 17 25 209
internal_value=0 -0.0013695 0.000406118 0.00147612 0.00206666 -0.00155051 -0.00106434 -0.00186353 -0.00201342 -0.000211461 -0.00100674 -0.000499043 0.000136227 0.000979103 -0.00240992 -0.000288128 0.000227559 0.000890098 -0.000391073 -0.000511822 -0.000346063 -0.00173528 4.67778e-05 0.000216664 1.1726e-05 0.000274261 0.000616423 0.00162769 -0.00251854 -0.00127757
internal_weight=0 81.975 57.3239 20.978 17.0213 77.6155 3.9567 62.194 58.8925 36.3459 16.6417 13.7082 11.0655 8.69118 42.2509 15.4215 12.6141 9.86627 34.3937 33.2904 31.3693 6.91513 24.4542 23.2525 21.7329 19.7393 17.5422 7.72517 41.2183 6.74615
internal_count=3121 2300 821 400 324 2241 76 2053 2035 421 315 263 211 124 1720 188 129 86 395 379 353 111 242 230 214 198 162 85 1714 234
is_linear=0
shrinkage=0.00284026


Tree=87
num_leaves=31
num_cat=0
split_feature=1 12 12 4 52 47 50 16 49 14 376 3 0 151 4 42 124 15 1 1 43 2 4 13 13 52 49 403 129 1
split_gain=18.4446 5.34968 5.25515 3.92804 3.56973 3.59776 4.60854 2.75866 3.39944 2.69053 2.46209 2.55846 4.21903 2.34383 2.6194 2.42283 2.32633 1.93882 2.46066 1.74244 2.51083 1.67849 1.60394 1.57481 1.42469 1.20408 1.47777 1.18322 2.97766 2.973
threshold=0.10089500000000001 0.083370000000000014 -0.064509999999999984 -0.15764999999999998 -0.43320999999999993 0.096475000000000019 0.11610000000000001 -0.51370499999999997 -0.24768999999999997 0.062655000000000016 0.049360000000000008 -0.12018999999999998 -0.10096999999999999 -0.27559499999999998 -0.036839999999999991 -0.093284999999999993 -0.088544999999999985 -0.008624999999999999 0.085110000000000005 0.14000500000000002 -0.072864999999999985 0.089885000000000007 -0.49405499999999997 -0.50061499999999992 -0.07743499999999999 -0.07167999999999998 -0.043469999999999995 0.03138500000000001 0.092550000000000007 0.08844500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 9 16 22 -4 6 13 -5 -9 10 11 -1 17 -6 -15 -16 -2 18 -13 20 -7 -20 -3 -10 -24 26 -17 -25 29 -29
right_child=2 3 4 7 5 19 -8 8 23 -11 -12 12 -14 14 15 25 -18 -19 21 -21 -22 -23 24 27 -26 -27 -28 28 -30 -31
leaf_value=0.00098385704119878688 -0.00018349736060140371 -0.0014286460357862863 -0.0025760549594385234 0.00037305332338984331 -0.0018907134884662989 0.00060917131984803677 -0.0028268554473611625 0.0017613551822850508 0.001758360888411533 -0.0027794579981263142 0.0015515788532850685 -0.0027497527279407952 -0.0022640273246682442 -0.00040214795813974419 -0.00089713197789527237 0.0022995562193316773 0.0024706927511466267 0.0017617470397832157 -0.00097323447024832803 0.00088635576630321665 -0.0022596700569609742 0.0012690157773867863 0.0020503600098448539 -0.0023236680586020352 -0.00046129007466733313 0.0024492928559193732 -0.00053598538659670647 -0.0023507743164993041 0.0030358284168051889 0.0021204162372189545
leaf_weight=5.7615423239767614 2.5374820344150057 3.5319806933403015 2.7888533715158692 3.2079042606055728 1.485752679407599 2.7481151446700087 1.9591672047972668 1.4473486468195904 0.64585146307945152 2.7696639951318494 4.2012939751148215 2.3731931895017615 8.4054689072072453 4.3659859038889435 1.9362844191491664 2.3925095126032829 10.507538208737968 2.9529631249606672 4.2220276519656164 2.8179192170500746 6.0346157755702725 4.0470198392868042 2.6214510053396225 43.282049264758825 2.9946717992424947 12.215350214391941 2.1688290908932748 7.4361765012145007 0.86984506994485933 1.0504790022969244
leaf_count=46 27 37 96 27 9 33 26 8 3 49 43 41 163 39 14 32 225 27 32 20 69 26 14 1527 33 170 20 216 21 28
internal_value=0 -0.00121973 0.000579418 -0.00163005 0.00014101 0.000339767 0.000845198 -0.00186926 -0.00200068 -0.000427194 -0.000223369 -0.000491974 -0.000878465 0.00113806 0.00133305 0.00173789 0.00195441 -2.18173e-05 -0.000516713 -0.000815858 -0.00136201 0.000124163 -0.000115045 -0.00210287 0.000711079 0.00204201 0.000951311 -0.00215024 -0.00134801 -0.00179733
internal_weight=0 101.821 53.9584 67.0878 40.9134 38.1245 26.5239 57.9397 54.7317 34.7332 31.9635 27.7622 22.0007 24.5647 23.079 18.713 13.045 13.5952 10.6422 11.6007 8.78273 8.26905 9.1481 53.2844 5.61612 16.7767 4.56134 52.6385 9.3565 8.48666
internal_count=3121 2341 780 1914 528 432 310 1830 1803 427 378 335 289 284 275 236 252 126 99 122 102 58 84 1795 47 222 52 1792 265 244
is_linear=0
shrinkage=0.00248786


Tree=88
num_leaves=31
num_cat=0
split_feature=1 12 4 0 13 39 3 47 4 4 52 1 4 51 51 51 1429 151 1 403 1213 47 48 3 147 1 0 2 151 52
split_gain=31.3705 9.40263 8.30022 7.88369 5.59432 5.17451 4.25046 3.82518 5.59404 3.70199 3.45663 2.81875 3.14506 2.70195 2.32979 5.89055 2.70937 2.26688 2.18183 1.9575 3.52382 1.82285 3.70649 1.69892 1.87146 1.40534 1.37092 3.952 1.41679 1.25899
threshold=0.094465000000000007 0.051320000000000005 0.23246000000000003 0.041630000000000007 -0.0025349999999999995 0.14059500000000003 0.090900000000000009 0.096475000000000019 -0.14723499999999998 -0.49405499999999997 0.10347000000000002 0.077565000000000009 0.053925000000000008 0.084305000000000019 0.067785000000000012 0.08955500000000001 0.084770000000000012 0.13982000000000003 0.12500000000000003 0.03138500000000001 -0.051744999999999992 0.090100000000000013 0.10396500000000002 0.0051600000000000005 0.089025000000000007 0.12337000000000002 -0.059114999999999994 0.10327000000000001 -0.27559499999999998 -0.065544999999999978
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 4 5 6 21 -3 11 8 -6 10 -5 17 14 -8 16 -16 19 26 -4 -13 -21 -2 -23 -10 29 -9 28 -28 -1 -25
right_child=1 2 18 9 7 -7 13 25 23 -11 -12 12 -14 -15 15 -17 -18 -19 -20 20 -22 22 -24 24 -26 -27 27 -29 -30 -31
leaf_value=-0.00016003626015521333 0.002597381668447394 -0.0022897694958984491 0.00035837690567454901 -0.0027414795036004424 -0.0025507976218862513 0.0031102527919033849 0.0013328708282509623 -0.0024939658462493669 0.0029435497755209658 0.0014711987838710899 0.0012862422323278414 -0.0025679063337613038 0.0017286274169572107 -0.0018117746201481292 0.0025870292334995654 -0.0030334704809330481 0.0014442876279235348 0.0012448028456879482 0.0027899251516282633 -0.0027340853706057195 0.003893807435138584 -0.001367693606031031 0.0029482475970366417 -0.00097117867493027948 0.0028772895135179863 -3.5744737668160444e-05 0.0022520398662169497 -0.0027558227546158175 -0.0025058531909983254 0.0012543505608763311
leaf_weight=1.821249485015868 19.908798012882475 13.931937908753754 8.461571414023636 3.8351915776729575 2.4711034316569629 1.3294347301125515 4.703360889106988 3.1939128749072543 4.9836325682699671 8.1640749014914018 2.3503420054912567 14.76964985392989 2.2730003260076037 3.1006166115403175 2.8400245904922476 2.3147120978683233 1.5003895610570896 1.2510023377835739 3.5965903960168353 1.3062853477895262 0.94586331769823928 2.6002755612134925 2.8551335521042347 2.8743775933980968 2.8427280262112617 3.1683698482811451 1.6838262751698554 2.9942706804722548 53.103796105831854 4.399040468037124
leaf_count=38 289 263 62 47 29 12 34 30 59 60 16 319 23 26 23 39 15 16 37 32 13 19 32 20 30 24 11 78 1394 31
internal_value=0 0.000692613 -0.000538055 -0.00149128 0.00137462 -0.00181937 -0.00176525 0.000467689 0.00109682 0.00031499 -0.00121105 -0.00193145 -0.00120978 8.34644e-05 -0.00149187 6.31683e-05 -0.00192464 -0.00223919 0.00108364 -0.0022216 4.95145e-05 0.00223039 0.00089109 0.00169376 0.00107805 -0.00126979 -0.00231232 -0.000953301 -0.00242807 0.000374845
internal_weight=0 76.6169 27.3195 108.958 49.2974 15.2614 94.608 23.9332 17.5709 14.3496 6.18553 86.8041 25.9499 7.80398 23.6769 5.15474 18.5222 60.8541 12.0582 17.0218 2.25215 25.3642 5.45541 15.0998 10.1161 6.36228 59.6031 4.6781 54.925 7.27342
internal_count=3121 937 374 2184 563 275 2061 223 169 123 63 2001 464 60 441 62 379 1537 99 364 45 340 51 140 81 54 1521 89 1432 51
is_linear=0
shrinkage=0.00261519


Tree=89
num_leaves=31
num_cat=0
split_feature=1 52 12 47 50 4 15 48 159 50 1 51 4 1 47 474 43 4 13 43 49 52 133 3 1 123 16 48 1186 43
split_gain=53.2427 12.7534 11.1996 10.0757 6.49866 5.96622 5.28174 5.52178 4.11191 4.24837 4.02192 3.90526 3.80965 3.2527 3.06461 2.98348 3.03249 2.69382 2.645 2.3045 2.28543 2.23197 2.17745 2.08755 2.3708 1.7388 1.33625 1.65637 1.27108 1.87303
threshold=0.099195000000000019 -0.43320999999999993 0.079890000000000017 0.087885000000000019 0.11843500000000001 -0.15764999999999998 0.035560000000000008 0.12879500000000002 -1.0000000180025095e-35 0.089280000000000012 0.11230000000000001 -0.096089999999999981 0.24564500000000003 0.080585000000000004 0.12282000000000001 0.084660000000000027 -0.079109999999999986 -0.49405499999999997 -0.099939999999999987 -1.0000000180025095e-35 -0.23360999999999996 0.13796000000000003 -0.0061299999999999992 -0.15121499999999996 0.094465000000000007 1.0000000180025095e-35 -0.091354999999999978 0.086035000000000014 0.085175000000000015 -0.0043399999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 11 4 6 13 7 21 -5 12 -8 -1 -10 17 -14 16 25 -4 22 -18 -20 -3 -7 -21 26 -13 27 -25 -22 -30
right_child=1 3 5 8 -6 18 10 -9 9 -11 -12 15 14 -15 -16 -17 19 -19 20 23 28 -23 -24 24 -26 -27 -28 -29 29 -31
leaf_value=-0.0022883312592319751 -0.0022411539162822754 0.0021797497720899852 -0.0012245609867051457 -0.0020875654889767809 -0.0015947970367290094 -0.0020789847428404483 -0.0015816235283149631 -0.0014707821277136553 -0.001791895236503931 0.0021781223975719825 0.0012400247223683018 -0.00036116919367597342 0.001418656913307829 -0.0024337384123527023 -0.0012722487940033632 0.0015295619851914009 -0.0023072904482962318 0.0011091199358197361 0.00015030305033453706 0.0013824751419085277 -0.0020393509020040349 0.0004709054124485441 1.656559690277864e-05 0.00060481191904860037 0.0010455411967527056 0.0015271758406994376 -0.0017862749651407438 -0.0015564293713679726 -0.0022481425413822488 0.00091181661830251929
leaf_weight=4.1524687074124804 5.9398395977914324 39.19046138972044 3.3699206188321105 4.3946323096752193 3.0087410248816004 3.491002332419157 3.6500350981950742 2.075649917125701 5.0875620022416141 3.6994235292077056 5.6898255348205566 3.8844006657600421 5.5282943174242956 2.4357438534498206 2.8098514825105667 4.1684038005769244 3.6445248909294632 6.1520493701100341 2.2459387183189383 2.3141824901104036 88.738956492394209 3.6803748309612265 5.8236466236412507 3.251875605434182 2.6693520769476882 4.7972468212246895 6.594713069498531 3.0017628446221352 1.7010561265051367 1.6044658608734597
leaf_count=63 107 405 26 49 26 48 29 10 41 30 37 28 34 25 21 29 39 38 11 14 1739 27 50 26 16 32 59 21 28 13
internal_value=0 0.000723418 -0.00134699 0.000946841 0.00140658 -0.00167343 0.00157292 0.00187124 -0.000277175 0.000187405 0.000137319 -0.000366618 -0.000361132 -0.000270225 0.000511855 -0.000134149 -0.000364104 0.000283207 -0.00183538 -0.000787096 -0.00194074 0.00203305 -0.000768818 -0.000476394 -0.000753611 0.00068228 -0.0011274 -0.00043259 -0.00199177 -0.000714331
internal_weight=0 84.7547 154.042 78.8149 57.2951 115.563 54.2863 44.9465 21.5198 17.1251 9.33986 38.4789 13.4257 11.9577 8.33815 34.3265 30.1581 9.52197 103.605 21.4764 94.2904 42.8708 9.31465 17.8319 15.5177 8.68165 12.8484 6.25364 92.0445 3.30552
internal_count=3121 816 2305 709 534 1978 508 442 175 126 66 327 96 89 55 264 235 64 1889 175 1791 432 98 136 122 60 106 47 1780 41
is_linear=0
shrinkage=0.00209804


Tree=90
num_leaves=31
num_cat=0
split_feature=1 12 4 47 0 2 4 0 47 48 1429 1 50 48 52 43 3 13 0 4 47 4 2 2 16 151 12 3 15 151
split_gain=40.952 12.3859 8.04567 10.6613 7.91548 6.08316 4.65339 4.30928 4.12382 5.2727 3.96136 3.46435 3.32885 3.63329 3.04117 2.52385 2.85416 4.25773 3.35048 2.35424 2.5259 2.11154 2.08473 2.72134 1.86102 1.67321 1.65292 1.49886 2.09881 1.1308
threshold=0.094465000000000007 -1.0000000180025095e-35 -0.013125 0.096300000000000011 0.041630000000000007 0.11474000000000002 -0.49405499999999997 -0.10011499999999998 0.090100000000000013 0.11280000000000003 0.084990000000000024 0.088975000000000012 0.097115000000000021 0.12474000000000002 0.10347000000000002 -0.083134999999999987 -0.081234999999999988 -0.0069799999999999992 -0.060129999999999996 0.09173000000000002 0.13148500000000005 -0.16363499999999997 0.090310000000000015 -1.0000000180025095e-35 -0.090344999999999995 0.10424500000000002 0.085885000000000017 -0.059315 -1.0000000180025095e-35 -0.0038099999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 8 5 12 7 -3 14 10 25 -10 11 27 13 22 -6 16 18 -18 -9 -5 -21 -7 23 -4 -13 -2 -8 -1 29 -29
right_child=1 2 3 19 6 21 26 15 9 -11 -12 24 -14 -15 -16 -17 17 -19 -20 20 -22 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=-0.0021717327713167327 0.0023160368708888979 -0.0020172863289383228 0.0019307031944066279 -0.0024368469739971632 -0.0023708240476761075 -0.0005879075654347429 0.0020915487898767997 -0.0019388348773447593 -0.001291050577289059 0.0024644421090803652 0.0021224650826256056 0.0014794427621467059 -0.0011391026131408555 -0.0011540863742953494 0.00059219409013452841 -0.0021092686307956181 0.0018900966582139833 -0.0023279263503725145 0.00051426358524359105 0.00048646122908493591 -0.0020871780133788751 0.0021626099515923494 0.002151288142345051 -0.00072556325826083387 -0.00077611079834184608 4.3780784299298652e-06 0.00021022584707786461 -0.00078010872422484563 0.00032620020691886823 -0.0024691766949658336
leaf_weight=9.5681616961956095 19.630678940564401 13.343282312154772 4.0515291057527065 4.5591877363622171 4.4344549141824237 2.7062108889222145 4.0004596263170225 20.462782833725221 4.2322674393653861 2.9560778364539146 1.8936875872313965 3.0475714467465878 2.5453711301088324 2.2696757838129988 2.5342095606029034 58.042716536670923 2.8153953887522221 1.8436531499028195 2.9679658412933341 4.7520200572907925 2.8341899290680885 2.4994557611644259 15.654130492359398 3.2246889919042685 3.8597808927297583 1.5746070593595494 4.7623187713325024 3.5102852284908295 3.6781124360859394 3.8901500925421715
leaf_count=146 249 208 34 62 47 24 27 422 26 30 13 19 20 12 16 1241 30 30 27 35 19 22 155 25 25 16 33 27 32 49
internal_value=0 0.000496547 -7.14653e-05 0.000474457 -0.00141329 -0.00124551 2.2614e-05 -0.00160873 0.00166563 0.000253328 -0.000896204 -0.00110367 0.00121246 0.00144999 -0.0012933 -0.00185233 -0.00132141 0.000220964 -0.0016281 -0.00121147 -0.000475044 0.00073273 0.00170774 0.000753494 0.000219055 0.00214438 0.0010691 -0.00154618 -0.00100591 -0.00166799
internal_weight=0 86.8334 58.4397 39.8908 131.312 18.5489 15.7314 115.58 28.3936 7.18835 29.4477 27.5541 27.7454 25.2 6.96866 86.1325 28.0898 4.65905 23.4307 12.1454 7.58621 5.20567 22.9303 7.27622 6.90735 21.2053 8.76278 20.6467 11.0785 7.40044
internal_count=3121 937 616 362 2184 254 123 2061 321 56 311 298 246 226 63 1750 509 60 449 116 54 46 214 59 44 265 60 254 108 76
is_linear=0
shrinkage=0.00215765


Tree=91
num_leaves=31
num_cat=0
split_feature=1 123 47 484 42 3 0 39 50 4 48 13 11 48 160 49 1374 48 2 133 16 1 43 403 133 3 15 16 13 0
split_gain=15.0857 5.59266 3.93943 3.92093 4.94664 4.23107 3.88413 2.95939 3.06789 3.50563 4.01811 2.89608 2.63406 2.63075 4.30399 2.51728 2.46232 2.39132 2.31677 2.19652 1.9974 3.00043 2.22159 1.79183 4.07977 1.85071 1.66206 1.53962 2.04087 3.141
threshold=0.104035 1.0000000180025095e-35 0.087885000000000019 -0.0068949999999999992 -1.0000000180025095e-35 -0.10023499999999998 -0.10096999999999999 0.085220000000000004 0.11843500000000001 -0.036839999999999991 0.12879500000000002 -0.14819499999999997 0.081790000000000015 0.092805000000000012 0.090980000000000019 -0.086009999999999989 0.093235000000000012 0.086260000000000017 0.08622500000000001 -1.0000000180025095e-35 -0.061854999999999993 0.13288500000000003 -0.023869999999999995 0.03138500000000001 0.068115000000000023 -0.059315 -0.055554999999999993 -0.083539999999999989 -0.084319999999999992 -0.081459999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 7 -1 23 12 15 8 9 -2 16 -8 18 27 -15 -7 -11 -17 -6 -3 21 22 -4 -5 25 -25 -22 28 -13 -30
right_child=2 19 20 4 5 6 11 -9 -10 10 -12 13 -14 14 -16 17 -18 -19 -20 -21 26 -23 -24 24 -26 -27 -28 -29 29 -31
leaf_value=-0.0031359838336093913 -0.0014371541210586897 -0.0023493971665525387 0.0016335956171967788 -0.0031510412138737167 -0.0010184182950822671 -0.0032993488242135721 0.00070623233403431865 0.0030363765604859948 -0.0034969061293548642 0.0025448390293318561 -0.0029772255033156561 -0.0026353940891270791 -0.0023437028622719114 -0.0020772106755720817 0.0070729110594180116 0.0016734603107146271 -0.0017117378124141501 -0.0012283099588048423 0.0020222034785973581 0.0019228099304719368 -0.0032351792701740337 0.0038799383176130959 -0.0018984910713063803 -0.0029274192866001756 0.0060676230353708862 0.0022277680548533239 -1.3178966991085117e-05 -0.0031016018110286265 0.0033241678849623034 -0.0034023393876241926
leaf_weight=13.064434394240378 4.0853322725743118 1.3863808512687681 2.7712573148310184 15.17568817920983 3.2600440643727771 1.8261215575039376 3.4398943595588163 7.7311459258198729 1.4430123791098584 14.77000463567675 1.567525953054427 4.8275857027620077 2.3954169228672972 1.4784910958260291 0.72250919975340355 7.1511023696511895 1.4051235429942597 4.2895849291235209 8.6250395402312261 6.2963205594569436 3.5574305001646271 1.8582784645259378 4.274292999878524 4.0135482754558325 0.65947161242365826 0.78626677021384139 2.6282867640256882 16.741945177316687 1.6683929692953827 1.0794662795960892
leaf_count=424 69 21 29 567 41 26 19 174 18 229 8 172 55 50 8 72 12 35 66 74 66 22 39 113 16 11 25 599 35 26
internal_value=0 -0.00136582 0.000762641 -0.0015779 -0.0013174 -0.000854303 -0.00133336 0.00138934 0.000842159 0.00112901 0.00171988 -0.0019463 0.000595732 -0.00229037 0.000926445 5.07382e-05 0.00217507 0.000585467 0.00118817 0.00115187 -0.000524943 0.000406838 -0.0005092 -0.00260798 -0.00109837 -0.00208294 -0.00186616 -0.00258153 -0.00143216 0.000681733
internal_weight=0 98.8877 46.0917 91.205 78.1406 57.5056 43.2251 31.0021 23.271 21.828 17.7427 29.9583 14.2805 26.5184 2.201 13.2668 16.1751 11.4407 11.8851 7.6827 15.0895 8.90383 7.04555 20.635 5.45929 4.79982 6.18572 24.3174 7.57544 2.74786
internal_count=3121 2430 691 2335 1911 1204 1042 510 336 318 249 909 162 890 58 133 241 107 107 95 181 90 68 707 140 124 91 832 233 61
is_linear=0
shrinkage=0.00307264


Tree=92
num_leaves=31
num_cat=0
split_feature=12 4 1 1446 13 0 15 47 1 16 13 47 48 457 2 3 3 394 16 151 50 3 2 0 51 474 1 51 51 0
split_gain=13.49 6.14906 4.81871 4.04132 3.74049 3.43645 2.74089 2.78675 2.73636 2.56388 2.79086 2.32291 2.82655 1.97188 2.13323 1.73897 1.72292 1.62877 1.68533 1.62275 1.56206 1.75924 1.98748 2.50642 1.48946 2.06109 1.4553 1.33625 1.37147 1.88214
threshold=0.051320000000000005 0.36766000000000004 0.094385000000000011 0.092110000000000011 -1.0000000180025095e-35 -0.060129999999999996 0.035560000000000008 0.093140000000000014 0.13021500000000003 0.51524500000000006 0.11596500000000001 0.090100000000000013 0.10396500000000002 0.080930000000000016 0.089885000000000007 -0.14989499999999997 0.12178000000000001 -0.38620999999999994 -0.16927999999999996 -0.27559499999999998 1.0000000180025095e-35 0.097915000000000016 0.10327000000000001 0.10455500000000001 -0.096089999999999981 0.084660000000000027 0.12337000000000002 0.08955500000000001 0.067785000000000012 0.13134000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 5 24 4 11 8 7 16 13 10 20 -4 -13 17 -15 -3 -6 -2 -19 -20 21 22 23 -7 -1 27 -9 28 29 -26
right_child=1 15 3 -5 6 9 -8 26 -10 -11 -12 12 -14 14 -16 -17 -18 18 19 -21 -22 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=-0.0031979609047006769 0.003379281975790769 -3.060940599193216e-06 0.0030626076349942652 -0.0037180046905661347 0.0025299797308173228 0.0015015695392856961 -0.0023083012130048789 -0.0023635403929688032 0.0034914508323308528 -0.0033550832227578738 0.0028725755868121011 -0.0017841671623078622 0.0032795043659823845 -0.0022418664670916994 0.0017536266649099204 0.0031111379354223762 -0.00038551088458249632 -0.0011869706394596934 0.00065216705402276276 -0.0027411060594479037 -0.0034296129250351599 0.0021970212276660041 -0.0033287356332692827 -0.0026971426634709414 -0.0018445687622401839 0.0020443169005098698 0.00089503968256112712 -0.0027714351151644032 0.0015153705483823012 0.00090107637014808515
leaf_weight=1.99371166341007 0.46069212071597476 3.9173687398433685 12.455930421128867 1.5174100399017323 7.8525184150785261 3.8593495935201663 2.8951803371310225 2.8512073289602986 0.81062194332480331 2.4903629682958117 2.5623277407139531 2.3345163539052001 1.8181389588862655 2.5626581143587819 2.3987393993884325 2.8883563224226227 2.4707054272294044 9.1293404567986709 1.3504297994077195 40.382050186395645 1.6003460865467776 2.2311852276325217 2.1964246332645416 2.0020916070789099 6.9946195185184497 2.6750617474317542 2.2925675064325333 2.7582304142415515 2.6534654460847369 3.4600236974656582
leaf_count=58 13 37 292 16 109 46 28 30 9 77 28 19 32 60 29 42 22 128 33 1672 27 11 67 21 94 27 16 36 19 23
internal_value=0 -0.00145125 0.000482836 0.00114688 0.00135797 -0.00170586 0.000410859 0.000919844 -0.00206322 -0.000501571 -9.84575e-06 0.00240508 0.000432838 -0.00214322 -0.000310123 0.00131861 0.0018322 -0.00232043 -0.00237206 -0.0026313 -0.000631047 -0.000195762 -0.000858312 6.7416e-05 -0.000697085 -0.000428172 -0.000911199 -0.000845033 -0.000439677 -0.000935882
internal_weight=0 80.8423 57.0233 36.4882 34.9708 74.0366 18.3622 15.467 57.0945 16.9421 14.4517 16.6086 4.15266 56.2839 4.9614 6.80573 10.3232 51.3225 50.8618 41.7325 11.8894 10.2891 8.05787 5.86144 20.5351 18.5414 5.14377 15.8663 13.1081 10.4546
internal_count=3121 2300 821 564 548 2221 205 177 1944 277 200 343 51 1935 89 79 131 1846 1833 1705 172 145 134 67 257 199 46 172 136 117
is_linear=0
shrinkage=0.00304499


Tree=93
num_leaves=31
num_cat=0
split_feature=12 4 1 13 0 1 16 158 50 42 52 3 13 13 14 48 457 14 47 48 457 1 2 394 16 48 151 402 160 2
split_gain=11.6878 5.33719 4.16261 3.82076 3.06553 2.39756 2.31519 2.47193 2.64497 2.28987 2.59607 2.06514 2.03581 2.59841 1.88852 1.87225 2.19155 1.82294 2.28924 2.46884 1.81001 1.79789 1.78856 1.72264 1.71624 1.66315 1.52412 1.40816 1.37553 1.57689
threshold=0.051320000000000005 0.36766000000000004 0.092390000000000014 -0.0025349999999999995 -0.060129999999999996 0.13021500000000003 0.51524500000000006 0.093160000000000007 1.0000000180025095e-35 -1.0000000180025095e-35 0.11434500000000002 -0.045649999999999989 -0.017449999999999997 -0.089109999999999981 -0.44847999999999993 0.12649500000000002 0.093100000000000002 1.0000000180025095e-35 0.090100000000000013 0.10396500000000002 0.080930000000000016 0.10538500000000002 0.089885000000000007 -0.50204999999999989 -0.16927999999999996 0.11376500000000002 -0.27559499999999998 -0.47355499999999995 -1.0000000180025095e-35 0.092365000000000017
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 -1 17 5 20 7 8 9 -6 12 -5 13 -11 -3 16 21 18 -4 -20 23 -13 -22 -2 28 -16 -26 -28 -25 -30
right_child=1 14 3 11 6 -7 -8 -9 -10 10 -12 15 -14 -15 25 -17 -18 -19 19 -21 22 -23 -24 24 26 -27 27 -29 29 -31
leaf_value=-0.00082691930799641891 0.0041643145553767582 -0.0019171267022481103 0.0033553340361528691 0.0031992145272259223 -0.0035474463462068563 0.0037389563880290072 -0.0036129371103590198 -0.0038470337114964968 -0.0036829269058496292 0.0031400864996351746 -0.0015280064272567247 -0.0019242488045567215 0.0047185123374006337 -0.0018774390950763126 0.0036738609925380315 -0.0022294994705809859 0.0028955007834480405 -0.0020433138980373217 -0.0017395130063337493 0.0035334099464325737 -0.0023072079191945104 0.00074363246491899429 0.0017100142436268586 -0.0035520259668747212 0.00062677429879444532 -0.00029639878177298366 0.002095265414819073 -0.0030028004725683186 0.00069077336000387425 -0.002626945902557006
leaf_weight=17.628472847864032 0.42823622934520145 1.5043802447617052 11.352535141631959 2.209648888558152 1.067007353529333 0.74278878793120284 2.2699758559465399 1.624274294823407 1.462579734623431 2.8605915345251534 2.2935208603739738 4.4937255363911408 2.8032053094357297 1.8597017452120779 3.3230426032096139 3.8550145886838427 2.9654556121677151 0.98311989381909448 2.3384242206811918 1.6564089320600031 2.438647771254181 7.1420180574059486 2.4023837354034185 2.0644830223172903 1.3712183814495791 1.7635365575551984 0.60132240317761798 36.673440583981574 4.4496175535023195 2.4124454781413078
leaf_count=234 10 15 286 40 26 9 77 24 27 17 27 57 23 56 50 35 32 12 19 32 60 74 29 51 33 14 29 1646 39 38
internal_value=0 -0.00150707 0.000494561 0.00112424 -0.00177538 -0.00215656 -0.000517717 -1.48087e-05 0.000489345 0.00105001 0.0015497 0.000180242 0.00248794 0.00116328 0.0013354 -0.000181201 0.000359592 0.00231884 0.00259827 0.00044684 -0.00223943 -0.000286704 -0.000313643 -0.00243365 -0.00249304 0.00229736 -0.00279469 -0.00292056 -0.00118711 -0.000475613
internal_weight=0 76.4164 54.6248 36.9964 69.8254 53.5846 16.2409 13.9709 12.3466 10.884 9.81702 20.6659 7.5235 4.72029 6.59096 18.4562 14.6012 16.3305 15.3474 3.99483 52.8418 11.6357 4.84103 48.0008 47.5725 5.08658 38.646 37.2748 8.92655 6.86206
internal_count=3121 2300 821 587 2221 1944 277 200 176 149 123 238 96 73 79 198 163 349 337 51 1935 131 89 1846 1836 64 1708 1675 128 77
is_linear=0
shrinkage=0.00330446


Tree=94
num_leaves=31
num_cat=0
split_feature=12 16 9 3 48 160 15 15 43 43 1 147 0 52 0 0 16 1 150 1 0 130 13 4 402 394 15 49 15 3
split_gain=10.2006 4.69086 3.85173 3.25476 3.00412 4.4005 3.33064 2.74977 2.62999 2.7657 2.4736 2.3218 2.02214 1.9666 1.96235 1.84645 1.6704 1.62202 1.60932 1.59471 1.55774 1.52046 1.54872 1.92867 1.77115 1.6683 1.44305 1.63989 1.4961 1.27441
threshold=0.051320000000000005 -0.16927999999999996 -0.036024999999999995 0.31299000000000005 0.083685000000000009 0.069910000000000014 -0.037864999999999989 0.035560000000000008 -0.04890499999999999 -0.40263499999999991 0.08592000000000001 0.088145000000000015 -0.10151999999999999 -0.087284999999999988 0.18019500000000002 -0.075359999999999996 0.064860000000000015 0.111945 0.083250000000000005 0.099400000000000002 -0.08824499999999999 -0.44390499999999994 -0.095304999999999987 0.50996500000000011 -0.50169499999999989 -0.50204999999999989 -0.015744999999999999 -0.047584999999999995 -0.10203999999999998 -0.10115999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 10 -1 7 14 6 -6 8 9 -4 12 13 -2 -10 21 26 -17 -9 -7 -11 -12 -3 -23 24 -24 -26 27 -15 -29 -27
right_child=1 4 3 -5 5 18 -8 17 11 19 20 -13 -14 15 -16 16 -18 -19 -20 -21 -22 22 23 -25 25 29 -28 28 -30 -31
leaf_value=0.0033973879688616012 -0.0027088572695411375 0.0033640287140787677 -0.0012528998136511686 0.0026013282534734197 -0.0029377274441521818 0.00067642902259779732 0.0014776143423372609 -0.0035612643405160478 -0.0023443253664838667 0.00077730283808616644 0.0004578251121002048 0.0026905473488490267 0.0004336187686572368 0.00050002322987449405 0.0032428016981381081 0.0027660264033442781 -0.0012133551487212516 0.00016561330230378769 0.00505994130983558 0.0031951084028385784 0.0033667339083416105 -0.00071484220657478574 0.0033008238330532393 0.0032203134029218468 0.0029895654881256285 -0.00151544089073276 0.001461020817346009 -0.00089915854726452173 -0.0034069103742187488 -0.0028510810826662342
leaf_weight=3.5282415989786378 3.7136504855006942 0.44198573008179565 2.7874250076711169 4.4853727407753459 4.6219929670915008 1.4965244214981797 2.2023850958794338 2.878330359235405 4.3807310778647688 4.3850780203938466 6.9894575476646423 2.1001359876245251 3.4475984517484921 4.5915822871029439 0.61066836304962535 3.0131955686956671 1.3263887353241441 1.5788793154060838 1.4299404397606847 5.2134715300053358 2.0872801877558214 5.7742325142025939 0.46494106762111087 0.53447773680090804 0.47705981694161792 7.8924150029197255 2.5124842450022689 7.1123952008783862 2.9338720086961922 29.74110671970994
leaf_count=89 77 7 29 103 194 29 24 47 81 47 71 39 43 37 6 48 20 12 12 126 28 100 21 8 10 198 26 84 33 1472
internal_value=0 -0.00129504 0.000414962 0.000201516 -0.00170252 -0.000212922 -0.00151279 -3.86777e-05 0.000204568 0.00133811 0.000102381 -0.000297384 -0.00119599 -0.000539939 -0.00201871 -0.000172114 0.00154973 -0.00224109 0.00281832 0.00209054 0.00112676 -0.0020896 -0.0021433 -0.0023542 -0.00243144 -0.00250137 -0.000607797 -0.000962895 -0.00163151 -0.00257097
internal_weight=0 71.9257 52.8276 49.2993 55.6877 9.75084 6.82438 44.814 40.3568 12.386 16.238 27.9708 7.16125 25.8706 45.9369 21.4899 4.33958 4.45721 2.92646 9.59855 9.07674 45.3262 44.8842 39.11 38.5755 38.1106 17.1503 14.6378 10.0463 37.6335
internal_count=3121 2300 821 732 2081 259 218 629 570 202 219 368 120 329 1822 248 68 59 41 173 99 1816 1809 1709 1701 1680 180 154 117 1670
is_linear=0
shrinkage=0.00295482


Tree=95
num_leaves=31
num_cat=0
split_feature=12 1 9 484 42 42 157 160 3 1213 52 160 4 3 4 2 13 15 403 43 43 150 148 3 1 403 133 47 4 48
split_gain=8.79807 4.30236 3.49829 3.10853 3.21214 3.64607 2.95491 2.94519 2.86821 2.6915 2.88576 2.74908 2.81419 3.23379 3.08601 3.24562 3.43563 2.37581 2.3094 2.23719 2.37047 2.019 1.90937 1.76726 1.86127 1.66926 4.19239 1.85302 1.75026 1.5679
threshold=0.051320000000000005 0.13075500000000004 -0.036024999999999995 -1.0000000180025095e-35 -1.0000000180025095e-35 0.092145000000000019 -0.083699999999999983 -0.090969999999999981 0.31299000000000005 -0.082704999999999987 -0.23798499999999997 0.099315000000000014 -0.49405499999999997 -0.078934999999999991 -0.083644999999999983 0.089885000000000007 -1.0000000180025095e-35 0.035560000000000008 0.084620000000000015 -0.04890499999999999 -0.40263499999999991 0.11117000000000002 -1.0000000180025095e-35 -0.073884999999999992 0.14000500000000002 0.03138500000000001 0.15630500000000003 0.11518500000000002 0.16173500000000005 0.11951500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 -1 -2 25 6 -6 18 17 -9 -11 12 -12 14 -14 16 -16 19 -8 20 -4 23 -7 -21 29 27 28 -5 -27 -25
right_child=1 -3 8 4 5 22 7 9 -10 10 11 -13 13 -15 15 -17 -18 -19 -20 21 -22 -23 -24 24 -26 26 -28 -29 -30 -31
leaf_value=0.0036843695725290808 -0.0032098838465980705 0.0021679186326779105 -0.0012472398732115452 -0.0033968245628389132 -0.0033670863600443537 0.0029935676494810444 -0.0033993970077845367 -0.0031356765537513282 0.0027631566624731576 -0.0022260566752036783 -0.0029753882957696026 -0.002028752261470112 0.0042806248970370967 0.0050387449866355341 -0.0033808421279048063 0.0027525969899530396 0.0026638430341002317 -0.0023407193196139917 0.0041689385261439874 0.0023842067991775139 0.0021674641568211529 0.0022065134687598315 -0.0025637211027631163 -0.00079484604965889222 0.0026787583452613875 -0.0033267358650230436 0.0071261605823595671 0.0035464902623532448 0.0027980675967474865 -0.0036152396979399247
leaf_weight=3.2125817742198697 9.7678211545571667 3.4422016665339461 2.7529516480863085 10.756735455244776 2.6538622770458486 0.68194452673196693 3.2735944176092775 1.7815095745027161 4.1653773412108412 2.5190219329670098 1.1260054595768512 2.0648017060011616 2.9344543833285597 3.45500341523437 3.0042647467926176 3.4576707100495696 1.4508187025785422 4.2131275180727235 0.48116310685873021 1.8939743693917979 9.1317849177867156 2.9775358326733103 11.345866637304423 18.648460986092701 1.446035774424671 2.5276343757286668 0.60491567291319359 0.41537235211581069 0.60086509957909573 2.3042658716440192
leaf_count=89 433 57 29 531 125 8 148 90 103 102 7 30 21 34 128 43 15 59 5 26 173 38 390 257 17 107 11 7 8 30
internal_value=0 -0.00134632 0.000426623 -0.00153271 -0.00123558 -0.000761664 -0.000127491 0.000209026 0.000206446 0.000663617 0.00100184 0.00146666 0.00193446 0.00232101 0.00145537 0.000407618 -0.00141236 -3.9118e-05 -0.00242953 0.000208537 0.00137649 -0.000300472 -0.00224864 -0.00060775 -0.000860742 -0.00251467 -0.000647339 -0.00313868 -0.0021504 -0.00110502
internal_weight=0 68.3455 50.7461 64.9033 55.1355 40.23 28.2022 25.5483 47.5335 21.7936 20.012 17.493 15.4282 14.3022 10.8472 7.91275 4.45508 43.3681 3.75476 39.155 11.8847 27.2703 12.0278 24.2927 22.3988 14.9055 3.73342 11.1721 3.1285 20.9527
internal_count=3121 2300 821 2243 1810 1146 748 623 732 470 380 278 248 241 207 186 143 629 153 570 202 368 398 330 304 664 126 538 115 287
is_linear=0
shrinkage=0.00322566


Tree=96
num_leaves=31
num_cat=0
split_feature=4 403 484 151 11 1213 52 52 133 150 475 52 12 13 13 13 43 0 16 12 3 50 15 49 16 47 48 16 51 15
split_gain=8.04853 5.45205 4.43515 4.25485 4.11713 4.30341 4.91153 3.65421 3.96259 3.32853 2.89685 2.8088 2.99803 2.60957 3.01097 2.76919 3.35651 2.53658 2.43611 2.7866 2.07684 1.95627 1.93153 1.83571 1.81304 1.63462 1.54477 1.4795 2.30149 1.47863
threshold=0.27287000000000006 -1.0000000180025095e-35 -0.0068949999999999992 -0.27559499999999998 0.081790000000000015 -1.0000000180025095e-35 0.19022000000000003 -0.43320999999999993 -0.25159999999999993 0.097210000000000005 -0.086424999999999988 0.077655000000000016 0.091840000000000019 -0.090639999999999984 -0.063184999999999977 -0.00051499999999999994 -0.070064999999999975 -0.13455999999999999 0.15891500000000003 0.088245000000000004 -0.034684999999999994 0.11875500000000001 0.035560000000000008 -0.14750499999999997 0.10246000000000001 0.12794000000000003 0.096390000000000017 -0.084119999999999986 0.081440000000000026 0.040760000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 10 9 -2 5 -4 7 26 -9 -3 -1 13 18 17 -15 16 20 -10 19 27 -16 25 -17 -24 -8 -5 -7 28 -13 -19
right_child=3 2 4 21 -6 6 24 8 11 -11 -12 12 -14 14 15 22 -18 29 -20 -21 -22 -23 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0030004440610967575 -0.0029152379618820673 -0.0024036086022793642 -0.0026720240779577594 0.0021468201862532583 -0.0027673046936725924 -0.0027086791320920897 -0.0022793474907378767 -0.0024381453569500885 -0.00014154403636265343 0.0020451002957029684 -0.0023980702269321302 -0.0019271726833604388 -0.00053079606507711226 -0.0018056185081085649 0.0067983999799404171 0.00040913903622589673 -0.0010833154359946662 0.0019283009242740872 0.00013328399663810979 0.0067777033870911746 0.0023105026002627912 -0.0011689813527249902 0.00060932949698768834 -0.002975300301233573 0.0012185261435857773 -0.0015140952314752006 0.0013356357656967705 0.0037100719545390122 0.0035400819666196923 0.0050927319022903645
leaf_weight=0.69061707705259223 1.5151823647320295 10.529852781444786 3.9637657739222041 12.848530061542984 3.9812908051535478 3.3547472413629214 6.9000484915450198 2.7465259293094269 2.7037315368652344 1.2474210187792767 14.46616962738335 0.99969717301428218 2.5810475042089811 4.7904868284240285 0.96713500563055266 15.672200132161413 1.4426676221191836 2.77992935664951 1.9525162279605863 1.3041386744007466 2.3339666016399865 1.513171363621949 1.540284428745508 2.461119780316948 1.1458545969799159 0.86313929222524244 0.77005863469094027 2.9806955195963378 1.0436251750215886 1.5116918943822382
leaf_count=6 15 416 188 312 111 157 224 105 42 16 729 32 33 209 10 175 29 46 10 12 68 15 17 40 13 10 14 37 18 12
internal_value=0 -0.000733594 -0.000470453 0.00120015 -0.000224227 -7.06965e-05 9.56587e-05 0.000375638 0.000568522 -0.00193241 -0.00215209 0.000743979 0.0018925 0.000399399 6.10462e-05 0.00042727 0.00219335 0.00181213 0.00264783 0.00342368 0.00362534 0.00160972 1.42725e-06 -0.00159545 -0.0017812 0.00191637 -0.00195365 0.00255304 0.000865223 0.00304295
internal_weight=0 96.8613 81.7045 16.74 69.9272 65.9459 61.9822 53.9363 49.8115 11.7773 15.1568 47.0649 10.8617 36.2032 29.2079 24.4174 4.74377 6.99535 8.28067 6.32816 3.3011 15.2248 19.6736 4.0014 8.0459 13.7117 4.12481 5.02402 2.04332 4.29162
internal_count=3121 2769 2034 352 1602 1491 1303 1066 895 432 735 790 142 648 548 339 107 100 109 99 78 337 232 57 237 322 171 87 50 58
is_linear=0
shrinkage=0.00257515


Tree=97
num_leaves=31
num_cat=0
split_feature=1 52 12 47 3 50 128 14 48 3 42 52 160 52 133 376 159 50 48 4 49 47 1186 16 2 2 12 12 4 149
split_gain=19.3013 5.43444 5.20197 4.67277 4.20577 3.44309 3.14701 2.52898 2.49602 2.44671 2.74716 2.2035 2.40803 3.05845 3.13697 2.26802 2.12658 2.37733 2.03512 2.01109 1.68866 1.6249 1.59274 2.10797 1.53515 1.40689 1.54073 1.28899 1.14748 1.21499
threshold=0.099195000000000019 -0.43320999999999993 0.083370000000000014 0.087885000000000019 0.10732000000000001 0.11843500000000001 0.086435000000000012 0.062655000000000016 -0.08595499999999999 -0.10023499999999998 0.084635000000000016 0.19022000000000003 -0.072114999999999985 -0.085984999999999992 -1.0000000180025095e-35 0.049360000000000008 -1.0000000180025095e-35 0.089280000000000012 0.12879500000000002 0.24564500000000003 -0.23360999999999996 0.12119500000000001 0.085175000000000015 -0.090054999999999982 0.090050000000000005 0.091545000000000015 0.092200000000000018 -1.0000000180025095e-35 -0.04890499999999999 0.091325000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 7 5 9 6 8 11 -3 10 25 12 -1 -14 -15 27 -5 19 28 -18 -11 -21 -22 -24 -12 -4 -27 -16 -10 -30
right_child=1 3 4 16 -6 -7 -8 -9 18 20 24 -13 13 14 15 -17 17 -19 -20 21 22 -23 23 -25 -26 26 -28 -29 29 -31
leaf_value=0.0014737593612218624 -0.0026903883446455184 -0.00087667506710885194 -0.0028254459243143614 -0.0022948029386253696 0.0010324080483191853 -0.001848435154685027 -0.0020006997984335501 -0.00291220536155949 0.00069582663704332876 0.00040930166530940467 0.0022603862915237878 -0.0029940017753594984 -0.0022367296741709424 -0.0027787624229975594 -0.0015509233000444726 0.0028763283016209522 -0.0018746234126372351 0.0024080638766698086 1.6891905660269244e-05 0.0015089774728097862 -0.0023375116822764519 -0.0012150654229846276 0.0023113015680343717 -0.0027402093823165503 -0.00081733501678288095 0.0011625691352504467 -0.0021282967033519904 0.00047378900977352483 0.0025358580798438652 -0.00013841898113211109
leaf_weight=5.6902434937655988 3.0305898599326602 2.2207613363862029 3.9864852204918844 2.9192320182919493 3.5947083234786978 2.065789930522441 1.55628978088498 2.5284060332924119 2.9964819103479376 1.6989502459764469 2.3309688363224268 1.8033569995313872 4.8696774989366594 2.2636995725333824 2.6211394146084883 2.2865340001881114 3.8608959130942804 2.5360435880720607 3.1933543905615798 3.9854378961026669 42.633137943223119 2.3388244062662125 1.170561842620373 1.0590760447084893 2.0503392498940229 1.7598234228789809 2.1005196943879128 10.989154845476124 22.479311237111698 1.2047507874667633
leaf_count=62 107 24 91 49 18 26 17 48 42 9 25 28 82 52 30 21 41 30 24 31 1633 24 14 27 23 15 43 84 382 19
internal_value=0 0.000685565 -0.00125089 0.00088478 -0.00169177 0.00140263 0.00160221 -0.000418753 0.00177692 -0.00185834 -0.000825566 -0.00021221 -3.75415e-05 -0.00041095 7.86262e-05 0.000485517 -0.0002978 0.000160468 0.00197418 -0.00039917 -0.00212957 0.000501578 -0.00222572 -8.81617e-05 0.000820092 -0.00174443 -0.000628082 8.38597e-05 0.00220845 0.00239982
internal_weight=0 54.3878 95.4368 51.3572 62.3846 35.7167 33.6509 33.0522 32.0947 58.7899 12.2281 30.5238 28.7204 23.0302 18.1605 15.8968 15.6404 12.7212 29.8739 10.1852 46.5617 6.32426 44.8628 2.22964 4.38131 7.84683 3.86034 13.6103 26.6805 23.6841
internal_count=3121 816 2305 709 1898 534 508 407 491 1880 197 359 331 269 187 135 175 126 467 96 1683 55 1674 41 48 149 58 114 443 401
is_linear=0
shrinkage=0.00259437


Tree=98
num_leaves=31
num_cat=0
split_feature=1 12 52 47 50 4 16 49 128 48 48 14 52 51 484 133 123 4 52 15 159 50 4 47 151 51 160 13 4 13
split_gain=15.8878 4.46213 4.41099 4.32584 3.34 3.21086 2.55898 2.58995 2.50811 2.79276 2.95663 2.40111 2.02621 2.1744 2.69431 2.38789 3.31425 1.96904 2.31622 1.85401 1.64364 2.58031 1.94602 1.40226 1.3764 1.22383 1.17515 1.17282 1.14752 1.18802
threshold=0.10089500000000001 0.083370000000000014 -0.43320999999999993 0.088195000000000009 0.11843500000000001 -0.15764999999999998 -0.51370499999999997 -0.24768999999999997 0.086435000000000012 -0.089099999999999999 0.12879500000000002 0.062655000000000016 0.19022000000000003 -0.10748999999999999 0.08660000000000001 -0.0061299999999999992 1.0000000180025095e-35 0.0061450000000000003 0.077655000000000016 -0.095869999999999983 -1.0000000180025095e-35 0.089280000000000012 0.24564500000000003 0.12119500000000001 -0.084304999999999977 -0.076794999999999988 -0.24498999999999996 -0.50061499999999992 -0.49405499999999997 -0.07743499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 11 -2 4 8 28 -7 -8 9 -4 25 12 13 -1 15 -15 17 18 24 -19 -5 22 -22 -24 -17 -11 -27 -9 -3 -30
right_child=2 5 3 20 -6 6 7 27 -10 10 -12 -13 -14 14 -16 16 -18 19 -20 -21 21 -23 23 -25 -26 26 -28 -29 29 -31
leaf_value=-0.0022800202923027374 -0.0022527804095402097 -0.0011164238484709498 -0.0011667204680652784 -0.0018924455717184922 -0.0016410646634287868 0.000354360136242849 0.0012442059164788867 0.0013309668504143935 -0.0015734934879540123 0.00064964310251099805 -0.00040062755314737304 -0.0024139352022653606 -0.0024837845989084117 -0.001824874180368298 0.0021094723768185328 0.00029631363024910088 0.0018265388612269068 -0.00050251757472210147 0.00087077767761731414 0.0019173288969825222 -0.0016541293790104312 0.0020457488594156337 0.0011699748943122469 -0.001023341360388544 -0.0019890629826801866 3.909672924018326e-05 0.0021873801088314717 -0.0018258718116781335 0.0016776076533179521 -0.00045659794298341671
leaf_weight=1.9287689663469816 2.5501490198075762 3.1610686909407377 1.8291390947997594 2.5294271856546393 1.9413796253502358 3.0581279993057242 1.3709380254149426 0.56231515109538932 1.3717015795409668 3.3940592575818362 3.0767486691474906 2.4795417841523877 1.7150237951427687 3.3677261807024612 2.8367447461932889 1.5754474252462536 4.3697356544435015 3.0557152144610882 2.605711592361331 2.9230678379535666 3.8971673492342216 2.4075672794133416 3.5885939598083496 2.2301345802843571 5.9008415415882931 1.2797921225428677 19.630691079422828 44.517152165994048 2.3501097038388252 2.583760801702736
leaf_count=53 97 37 19 46 25 27 8 3 14 45 24 49 30 71 27 19 44 22 21 20 40 30 29 24 71 14 373 1792 14 33
internal_value=0 -0.000998945 0.000529842 0.000680259 0.00112176 -0.00136296 -0.00157033 -0.00169705 0.00129715 0.00143196 0.00160555 -0.000358852 -0.00019056 -5.28703e-05 0.000108408 -0.000130118 0.000149242 -0.000307108 -0.000892811 0.000680562 -0.000299707 3.26008e-05 -0.000466251 0.000329346 -0.00150748 0.00185952 0.0020559 -0.00178649 -9.46604e-05 0.000559971
internal_weight=0 90.3618 49.7266 47.1764 32.5235 57.6035 49.5085 46.4504 30.5821 29.2104 27.3813 32.7583 30.2788 28.5638 26.635 23.7982 20.4305 16.0608 10.082 5.97878 14.6529 12.1235 9.7159 5.81873 7.47629 24.3045 20.9105 45.0795 8.09494 4.93387
internal_count=3121 2341 780 683 514 1914 1830 1803 489 475 456 427 378 348 295 268 197 153 111 42 169 123 93 53 90 432 387 1795 84 47
is_linear=0
shrinkage=0.00217221


Tree=99
num_leaves=31
num_cat=0
split_feature=1 123 47 3 3 484 14 12 50 4 48 457 11 133 42 13 133 16 1 43 15 403 160 2 52 15 15 4 12 16
split_gain=18.1937 6.45026 4.36644 4.27673 5.01506 3.14889 3.44252 3.07189 3.73127 2.83326 2.83691 2.81409 2.64939 2.69487 2.63079 2.52273 2.49981 2.06367 2.75523 2.23652 1.71371 1.54192 2.33686 3.14265 5.52808 3.22695 4.10265 4.18254 2.60456 2.83601
threshold=0.104035 1.0000000180025095e-35 0.087885000000000019 -0.11255999999999998 0.090900000000000009 -1.0000000180025095e-35 0.076175000000000007 -0.040564999999999997 0.11610000000000001 -0.036839999999999991 0.12879500000000002 0.082380000000000009 0.081790000000000015 0.024320000000000005 -0.091964999999999977 -0.42195999999999995 -1.0000000180025095e-35 -0.061854999999999993 0.13210500000000003 -0.023869999999999995 -0.055554999999999993 -1.0000000180025095e-35 -1.0000000180025095e-35 0.092875000000000013 0.14295500000000003 0.088235000000000022 0.088850000000000012 -0.026489999999999996 0.084100000000000022 -0.056919999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 7 5 21 -1 12 -2 9 -9 14 15 13 -7 -11 -6 -3 18 19 -4 -19 -5 -23 24 25 28 -27 -28 29 -24
right_child=2 16 17 4 11 6 -8 8 -10 10 -12 -13 -14 -15 -16 -17 -18 20 -20 -21 -22 22 23 -25 -26 26 27 -29 -30 -31
leaf_value=-0.002353748583981925 0.0021155520426374081 -0.0016649088087069221 0.0011270718292511893 -0.0021328312058336296 0.00080170912050226784 0.0016605124167547143 -0.0022938426284043567 -0.00064020116468838648 -0.0024503129947849563 -0.00073157460772133194 -0.0011675028782269024 0.0013001222739148098 -0.0015720952812285974 -0.00087559464895941555 0.0018888920741695439 -0.0016141653606827901 0.0014206796343837957 -0.0022172390885065512 0.0022806255602101254 -0.0013696912919004603 3.4059996798393617e-05 -0.0020440673511773521 0.0012656005561595943 -0.0020445798957082892 0.0051269916755815543 0.004725389381788612 -0.0011539292290251113 0.0036391854212942205 -0.0021280736595543971 -0.0016619847183097828
leaf_weight=2.6100916340947178 8.7412555199116451 1.4687447436153886 2.7010083869099617 18.011062482371926 2.9243817366659632 8.0071829184889776 2.1704087760299435 4.5298446398228398 1.6624072715640057 2.0024122446775463 1.9635569751262654 4.1483500599861136 2.1000320482999077 2.5100035443902007 13.717863626778131 6.0495370663702479 6.484833948314189 3.7026802338659754 2.3825193904340267 4.1511956863105279 2.6428653132170439 16.756525177508593 2.8426686208695173 9.992764459922908 0.74364335834979911 0.8922360111027946 4.2795330621302128 1.0302303172647951 8.3470848500728589 3.2171719279140332
leaf_count=51 199 21 27 675 16 65 49 72 20 16 12 30 46 30 191 81 74 66 26 37 25 529 26 273 9 16 118 6 257 58
internal_value=0 -0.000997782 0.000588113 -0.00114994 -0.00136047 -0.000191131 0.000190582 0.00103238 0.000635815 0.000866771 0.00125279 -0.000154477 0.000617952 0.00105525 0.0015551 -0.000826891 0.000850881 -0.000341952 0.000302338 -0.000385515 -0.00127959 -0.00159983 -0.00140026 -0.0010561 -0.000593497 -0.000799912 0.000488082 -0.000223942 -0.00135438 -0.000288656
internal_weight=0 104.586 48.1976 96.6329 79.2352 17.3977 14.7876 32.6173 23.8761 22.2137 17.6838 13.1223 12.6172 10.5172 15.7203 8.97392 7.95358 15.5803 9.23472 6.8522 6.34555 66.1129 48.1019 31.3453 21.3526 20.6089 6.202 5.30976 14.4069 6.05984
internal_count=3121 2430 691 2335 2094 241 190 510 311 291 219 127 141 95 207 97 95 181 90 64 91 1967 1292 763 490 481 140 124 341 84
is_linear=0
shrinkage=0.00213563


Tree=100
num_leaves=31
num_cat=0
split_feature=1 159 403 52 1213 52 484 47 475 133 50 128 48 151 52 157 130 4 0 457 133 42 42 0 16 151 3 484 50 4
split_gain=8.71649 3.29926 3.925 3.66894 3.31001 3.02744 2.99127 2.96669 2.54399 2.44879 2.43801 2.37299 2.66421 2.55542 2.24195 2.28355 2.13792 2.87041 2.6936 2.16144 2.07829 1.94574 2.28546 2.06662 2.07552 1.59808 1.68179 1.3598 1.48039 1.35285
threshold=0.10089500000000001 -0.032739999999999991 -1.0000000180025095e-35 -0.12005499999999998 -1.0000000180025095e-35 -0.43320999999999993 -0.0068949999999999992 0.088195000000000009 -0.086424999999999988 -0.17773999999999998 0.11843500000000001 0.086435000000000012 -0.089099999999999999 -0.40381499999999992 0.19022000000000003 -0.084489999999999996 -1.0000000180025095e-35 -0.029144999999999997 -0.075934999999999989 -0.065884999999999985 -0.085499999999999979 0.088200000000000014 0.091735000000000025 -0.10011499999999998 -0.094359999999999986 -0.086379999999999985 0.048265000000000009 -1.0000000180025095e-35 0.089280000000000012 -0.49013999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 8 -4 -5 -2 -6 10 -3 -8 11 12 -7 -14 15 -11 20 18 -18 -19 -17 23 -23 24 -21 -10 -27 -9 -29 -20
right_child=5 2 3 4 6 7 9 27 25 14 -12 -13 13 -15 -16 16 17 19 29 21 -22 22 -24 -25 -26 26 -28 28 -30 -31
leaf_value=-0.0036522615521114676 -0.0037316772008107596 0.0040189038851037385 -0.0029827992314889933 -0.0037292894014780442 -0.0031970068319219906 -0.0022801618360493675 -0.0031824281438617209 -0.0032034654169979604 0.0029258266531380075 -0.0030423339249440956 -0.0026813544173549509 -0.0030503209549225868 -0.0024456747685108649 0.0028004779245050437 -0.002861610281606761 0.0021188987437763189 0.0059930224760754314 -0.003502812715727879 -0.00027815094709409739 -0.00071130347149824923 -0.0034152978319975987 0.0062739611766380174 -0.0001602338046179975 -0.0022127363042679874 0.0028318230698458069 -0.0037457729175254693 0.0036521016531392819 -0.00060475327171120603 0.0029632807011523601 0.0027973330995864683
leaf_weight=7.5339196072891346 1.9280682504177082 0.66891765594482322 7.769270868971943 3.3975347029045215 3.5450716502964488 1.6540626045316482 2.5066060619428745 2.0649669636040917 0.53088529594242295 1.9515126300975669 1.6265792958438385 1.2097495086491097 1.2956923954188884 20.527423074468974 2.4012845437973729 1.3610241953283551 2.6122230691835275 1.6762852557003558 2.795642999932169 4.1866214107722044 2.5775807676836875 1.6648950977250927 1.2831148859113453 3.3816920500248733 4.5057333987206167 11.871541657485066 0.41755105182528574 8.9097432717680913 1.8418955784291018 5.7159950407221869
leaf_count=334 97 6 320 174 162 19 111 48 9 63 25 14 13 443 70 32 39 40 26 36 44 23 27 79 34 656 3 90 31 53
internal_value=0 -0.00137942 -0.00112316 -0.000681567 -0.000289166 0.000700336 -1.19727e-05 0.000918716 -0.00286914 0.000280392 0.00161494 0.00189801 0.00215299 0.002489 0.000520742 0.000761663 0.000995396 0.00134906 0.00277485 0.000399253 -0.0015029 0.000834678 0.00347349 0.000190383 0.0011253 -0.00322855 -0.00349441 -0.000510681 6.49736e-06 0.00178719
internal_weight=0 74.3549 66.821 53.3321 45.5628 41.0582 42.1653 39.1301 13.4889 38.6202 26.3135 24.6869 23.4772 21.8231 36.1136 33.7123 31.7608 27.8222 11.1239 16.6983 3.9386 15.0221 2.94801 12.074 8.69235 12.82 12.2891 12.8166 10.7516 8.51164
internal_count=3121 2341 2007 1333 1013 780 839 683 674 677 514 489 475 456 566 496 433 357 118 239 76 199 50 149 70 668 659 169 121 79
is_linear=0
shrinkage=0.00362301


Tree=101
num_leaves=31
num_cat=0
split_feature=4 12 151 151 31 484 42 1 42 3 160 4 1 0 12 1456 12 15 15 150 130 4 4 160 15 15 1 16 2 394
split_gain=7.66023 5.18027 3.68806 3.52938 2.97294 2.32882 2.9336 3.22441 2.78671 2.79456 3.07408 2.60429 3.63385 2.56244 2.4233 2.27883 1.78528 1.77594 2.12803 1.94253 1.44186 1.36741 1.95764 2.81115 1.75383 1.6757 1.19541 2.67129 1.16328 1.16028
threshold=0.27044500000000005 0.051320000000000005 -0.27559499999999998 -0.086769999999999986 -1.0000000180025095e-35 -1.0000000180025095e-35 -1.0000000180025095e-35 0.13021500000000003 0.092145000000000019 -0.078934999999999991 0.032695000000000009 -0.083854999999999985 0.080585000000000004 -0.13027499999999997 0.088485000000000022 1.0000000180025095e-35 0.09141500000000001 0.035560000000000008 -0.095869999999999983 0.091355000000000006 -0.44390499999999994 -0.0024449999999999997 -0.46376499999999993 -1.0000000180025095e-35 -0.033689999999999991 -0.0058549999999999991 0.111945 -0.54165499999999989 0.097845000000000015 -0.50204999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 -1 -5 -3 29 8 9 11 14 12 -8 -13 -11 26 -15 18 -6 21 -10 22 -20 25 -23 -24 27 -4 -16 -7
right_child=2 5 15 4 17 6 7 -9 20 10 -12 13 -14 16 28 -17 -18 -19 19 -21 -22 24 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0022911343482310362 -0.0030758513429540845 -0.0027561466793507628 0.0034570655121460439 0.0034111050318623515 -0.001651159811939975 0.0017700961646988918 0.0022954760212257467 0.0033826873239303657 0.0026548492024709327 0.0047537453091880287 0.0052639630537230147 0.0011911246515524504 -0.002994163805800895 -0.0028138500954165962 -0.0021549485709859741 -0.0027756579154197317 0.00022010512966692694 -0.0023365563656369344 -0.0015079951574381181 0.0019109817514950114 -0.0024346493791959521 -0.0031029140588413094 -0.002483026151471788 0.0026611562978950017 0.00021818981439291455 0.0011919545205531115 0.0025972482575453227 -0.00057946418707715424 0.00076841882292470081 -0.002408584235834608
leaf_weight=4.7904085312038651 1.4248305968940282 7.9787428602576247 2.100724620744586 1.6361925676465023 6.6602949518710401 0.55641618929803272 3.6137824468314639 1.5081034898757923 0.47062874585389991 0.82561831455678358 1.2363041453063486 2.1160284010693404 1.4641522886231539 8.1815466862171871 1.9679655795916913 0.86635748669505197 1.9215559419244534 3.741889474913477 3.4180472036823693 4.1936925016343585 8.7468177033588272 2.5899323234334588 2.0074497628957038 4.1997151300311026 2.5142164491117009 1.9747456982731879 8.9275316409766656 3.5184995029121611 2.4538128077983856 12.736093117855487
leaf_count=78 15 426 38 36 100 10 43 22 7 17 9 22 72 429 59 12 42 56 60 49 373 41 23 66 24 20 241 59 24 648
internal_value=0 -0.000791217 0.0012842 1.94455e-05 -0.000310961 -0.00133953 -0.00110306 -0.000667531 -0.000852636 -0.000340169 0.00124579 -0.000934656 0.000770281 -0.00164318 0.000299095 0.00168725 -0.00223681 -0.00050553 -0.00025691 0.000187449 -0.00217479 -0.000245257 0.000292325 0.00104442 -0.001467 -0.000660626 0.00195305 0.000929576 -0.000532661 -0.00223367
internal_weight=0 93.5042 16.8379 37.7266 32.9362 55.7776 47.7988 34.5063 32.9982 23.7808 6.4837 17.2971 5.07793 12.2191 5.2474 15.4131 10.1031 31.3 27.5581 20.8978 9.21745 16.7041 11.6 8.18191 5.10415 3.9822 14.5468 5.61922 4.42178 13.2925
internal_count=3121 2756 365 553 475 2203 1777 1119 1097 717 109 608 115 493 100 350 471 439 383 283 380 234 169 109 65 43 338 97 83 658
is_linear=0
shrinkage=0.00283252


Tree=102
num_leaves=31
num_cat=0
split_feature=12 1 13 1 4 3 14 132 47 48 3 49 52 41 16 41 16 15 15 13 12 52 1 16 457 1374 0 1375 484 160
split_gain=11.9194 5.33515 4.37078 3.82216 3.10086 3.19056 2.94011 2.48664 2.21709 2.06769 2.05859 2.22836 1.90175 2.25537 2.51075 1.87346 1.85793 2.1109 5.27623 2.7951 1.99718 1.81823 1.83293 1.68922 1.67709 2.36082 1.32412 1.2463 1.19758 1.25549
threshold=0.051320000000000005 0.13021500000000003 -0.0044799999999999987 1.0000000180025095e-35 0.40124500000000002 0.097915000000000016 0.019675000000000002 0.087955000000000019 0.081320000000000017 0.10396500000000002 -0.10023499999999998 -0.23360999999999996 -0.12005499999999998 0.078475000000000017 -0.0083599999999999976 0.08178500000000001 -0.078844999999999985 0.088235000000000022 0.088655000000000025 -0.094514999999999988 0.084100000000000022 -0.085984999999999992 0.104035 -0.25582999999999995 0.082380000000000009 -0.26569999999999994 -0.053834999999999994 0.08517000000000001 -1.0000000180025095e-35 -0.26568499999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 3 -1 5 10 8 21 -5 -10 12 -12 -2 14 23 -6 17 20 -19 -20 -13 22 -4 -14 27 -26 -3 28 -23 -30
right_child=1 26 7 6 15 -7 -8 -9 9 -11 11 16 13 -15 -16 -17 -18 18 19 -21 -22 24 -24 -25 25 -27 -28 -29 29 -31
leaf_value=-0.0017673863191775075 -0.0026042822056357626 0.0036947891695191105 -0.0028418219698420066 0.0027759821913750978 0.0021150311687968036 0.00083721670361672337 -0.002674013912947104 0.0028183531126649568 -0.00090023902661730997 0.002945911732302197 0.00054843381056380995 0.0013105905803004665 0.00045553723462131202 -0.0029704888675237185 0.0014978668527259654 -0.0013305540461575705 -0.0027167425027526545 0.0059338289037961997 0.0031861988836091033 -0.002302002378178538 -0.0024365525034853734 -0.0020063715276460283 3.9737029109669837e-05 -0.0025967849866270296 -0.0013586787089953814 0.002138644525098635 0.00048123731300385827 -0.0025312157350288289 -0.002214946966689924 0.00034999404255109823
leaf_weight=2.4661502148956087 3.8763110442087081 1.6689898259937765 3.906124932691454 12.075566587969666 2.8411182276904574 3.8314384818077079 1.0068961530923832 1.9861186631023873 2.8541394192725411 1.674005704000592 2.3677707239985457 1.1683247163891781 2.5608686748892069 2.1541150212287894 5.11817151121795 2.051325611770153 23.289231486618522 0.90346602536737819 0.85478721000254143 3.881389981135726 13.261628357693551 2.4100395180285039 2.9061183705925941 2.9400283005088568 2.0522495880723 5.0237341932952395 2.3042093701660624 1.9325320720672596 1.611309085041287 13.596496365964411
leaf_count=46 124 25 84 288 33 22 9 26 26 31 15 39 26 49 54 17 1071 22 17 159 527 34 30 66 13 59 34 17 26 132
internal_value=0 -0.00126725 0.000411941 0.00143611 -0.0014404 -0.00159637 0.00188473 -0.000168503 0.00216118 0.000521641 -0.00174586 -0.00204704 -0.000918676 -0.000407141 0.000112843 0.000670351 -0.00218878 -0.00157611 -0.000150796 -0.00131149 -0.00213316 -0.00034591 -0.00161254 -0.00117582 -2.18478e-05 0.00112431 0.00183113 -0.000436685 -0.000206933 7.82314e-05
internal_weight=0 75.0732 55.5015 20.0768 71.1 66.2075 17.6106 35.4247 16.6037 4.52815 62.3761 45.7266 16.6495 12.7732 10.6191 4.89244 43.3588 20.0696 5.63964 4.73618 14.43 33.4386 6.81224 5.5009 26.6264 7.07598 3.9732 19.5504 17.6178 15.2078
internal_count=3121 2300 821 400 2241 2191 354 421 345 57 2169 1850 319 195 146 50 1835 764 198 176 566 395 114 92 281 72 59 209 192 158
is_linear=0
shrinkage=0.00274751


Tree=103
num_leaves=31
num_cat=0
split_feature=1 12 12 147 4 3 39 16 48 50 16 49 38 14 376 4 3 0 2 15 1 48 16 160 403 403 4 150 160 50
split_gain=13.4964 4.08921 4.03042 3.26308 3.07762 3.0434 3.05291 2.81855 2.88515 3.67259 2.64513 2.56437 2.54047 2.20723 2.09045 2.40791 4.11883 2.94457 1.98391 1.47126 2.25747 1.61326 1.28801 1.19717 1.10913 2.11611 3.36009 1.29479 4.04391 1.24339
threshold=0.10089500000000001 -0.064509999999999984 0.083370000000000014 0.089025000000000007 -0.15764999999999998 0.16158000000000003 0.15619500000000003 0.062650000000000025 0.12649500000000002 0.10965000000000001 -0.51370499999999997 -0.24768999999999997 0.10657000000000001 0.062655000000000016 0.049360000000000008 -0.46376499999999993 -0.12018999999999998 -0.10096999999999999 0.11474000000000002 -0.008624999999999999 0.085110000000000005 0.086260000000000017 0.63636000000000015 -0.079009999999999983 0.03138500000000001 0.095105000000000009 -0.076229999999999978 0.084120000000000014 0.083670000000000008 0.10114000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 12 13 5 -4 6 7 8 9 18 -6 -12 -2 14 15 -1 -17 19 23 20 -18 -22 -9 -3 27 26 -26 -13 -29 -27
right_child=1 3 4 -5 10 -7 -8 22 -10 -11 11 24 -14 -15 -16 16 17 -19 -20 -21 21 -23 -24 -25 25 29 -28 28 -30 -31
leaf_value=-0.0024161994486146302 0.0023964024382522545 -0.0012579811228988136 -7.3438468723843522e-05 0.0021640798045484346 0.00055190541135049565 0.0019665511873232407 0.0033283235651306105 -0.0023784386090034797 -0.0020015498642134591 -0.0025584661979509964 0.0015177614643797047 -0.0024134821343207743 -0.0010194755323919987 -0.002784538430477033 0.0015639417336404775 0.00222238054044102 -0.0027428514578882344 -0.0022002639184158282 0.0025781343332848738 0.0016414551705991539 0.0014255745810529698 -0.00085445979096410228 0.00074350960572713896 0.00081144207642074322 0.0030129013826061127 -0.00261450639167112 -0.0026212443274521318 -0.0025910501119497547 0.0027558992800797411 0.0010461393382912288
leaf_weight=3.4704776313155987 9.4589927736669761 2.3096183184534382 7.8800578843802205 4.475042736157774 2.9042812548577777 3.8528448157012454 1.3129678107798088 6.1878364849835625 4.0517900548875323 2.2918261270970097 1.3263549357652653 30.284707181155682 1.6157131455838669 2.277609394863247 3.6752340458333483 3.8058277666568854 2.1282221656292801 5.4823518060147576 3.3193101584911338 2.736823294311761 3.5916836522519588 4.348094254732132 0.96872444637119759 7.6094615291804129 1.5674901101738217 4.4919005334377289 1.1729386840015639 2.8633314575999966 1.3051601611077783 0.6767112873494624
leaf_count=63 234 26 84 62 27 68 18 131 39 38 8 1404 18 49 43 35 41 111 55 27 26 32 24 67 36 170 39 114 12 20
internal_value=0 0.000558598 -0.00111396 0.000150838 -0.00152855 -0.000131548 -0.000419719 -0.000603763 -0.000109622 0.000383977 -0.00177464 -0.00192931 0.00189805 -0.000397391 -0.00021144 -0.000466684 -0.000160445 -0.000656345 0.000893372 4.67923e-06 -0.000440252 0.00017695 -0.00195585 0.000329585 -0.00203723 -0.001187 0.000601415 -0.00223241 -0.000916913 -0.00213523
internal_weight=0 47.4541 85.9893 36.3794 54.4729 31.9044 28.0515 26.7386 19.582 15.5302 46.5929 43.6886 11.0747 31.5163 29.2387 25.5635 22.093 18.2872 13.2384 12.8048 10.068 7.93978 7.15656 9.91908 42.3622 7.90904 2.74043 34.4532 4.16849 5.16861
internal_count=3121 780 2341 528 1914 466 398 380 225 186 1830 1803 252 427 378 335 272 237 148 126 99 58 155 93 1795 265 75 1530 126 190
is_linear=0
shrinkage=0.00251758


Tree=104
num_leaves=31
num_cat=0
split_feature=1 12 4 0 13 1 39 48 4 47 4 159 51 14 4 151 2 3 151 2 403 1213 159 47 48 14 41 160 16 3
split_gain=15.4203 5.22553 5.27317 4.69497 3.79664 3.37718 3.11107 3.07701 2.89054 2.89295 2.70703 2.68 2.3773 2.32865 2.28587 2.08906 2.00225 3.75416 1.85705 1.85685 2.00486 2.79296 1.84597 1.67601 2.77514 1.87641 1.52787 1.80912 1.39334 1.30736
threshold=0.094385000000000011 0.051320000000000005 0.23246000000000003 -0.060129999999999996 -0.0025349999999999995 0.077565000000000009 0.14059500000000003 0.12649500000000002 -0.14723499999999998 0.096475000000000019 0.053925000000000008 -0.032739999999999991 -0.097539999999999974 -0.10708499999999999 -0.49405499999999997 -0.086654999999999982 0.10731 -0.10519499999999998 0.13982000000000003 0.088850000000000012 0.03138500000000001 -1.0000000180025095e-35 0.088450000000000015 0.090100000000000013 0.10396500000000002 1.0000000180025095e-35 0.08178500000000001 -1.0000000180025095e-35 -0.08947999999999999 0.11296500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 4 6 5 23 18 -3 8 -6 13 15 -5 -13 -10 -14 -7 22 -18 29 20 -17 -22 -16 25 -25 -2 27 -4 -21 -1
right_child=1 2 26 11 7 10 -8 -9 9 -11 -12 12 14 -15 16 19 17 -19 -20 28 21 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=-0.0023095970000929682 0.0027012008524837077 -0.0022089507017401967 -0.00064158162959011074 -0.0029323279293319831 -0.0022659740610477801 0.0011159560121643257 0.0029056151562031249 -0.0017766357893270984 -0.00070316677271106134 -0.0011709479256151261 0.0018486088064172787 -0.0027500267918240712 -0.00094966343217002037 0.0024205029917390014 0.003125741217842988 -0.0024471199414414489 0.003466518577801064 -0.0028860344375885171 0.0013384420846649396 0.0015648125786509876 -0.0027097765202894774 0.0038605577072215276 0.00033642213508297677 -0.001418887238401128 0.0028529649731638749 -0.0010443131895191511 -0.00097712721932919451 0.0023334314512273632 -0.001259743259331738 0.00017325688150865185
leaf_weight=37.248608116060495 12.235255151987078 10.395196428522468 1.9797789156436918 2.1017920840531614 1.8774784412235046 2.4730111006647411 0.89683341234922487 4.0590058639645568 2.0390308424830428 2.7937945425510398 2.3317546602338544 1.6637566536665023 4.6224921382963684 8.8366230521351081 4.29251671396195 10.705623883754017 1.0127470418810869 1.7823457997292256 1.0507070515304793 2.032302912324667 0.90229664370417595 0.89425464160740264 2.6725179217755795 2.3295370228588572 1.9305573999881742 1.0047551840543736 2.3195837400853634 5.0091911479830724 3.0050614122301331 1.5328103825449932
leaf_count=1432 278 268 28 38 30 32 12 36 24 24 26 57 38 109 32 318 7 54 16 16 35 12 22 19 32 12 22 49 34 9
internal_value=0 0.000471636 -0.000592446 -0.00131377 0.0010624 -0.00165791 -0.00180274 0.000266155 0.000799488 0.00122053 -0.000838057 -0.000134732 0.000231703 0.00183486 0.000576625 -0.00115109 0.00129949 -0.000584312 -0.00211782 -0.00147074 -0.0020149 0.000560685 0.00205547 0.00195445 0.000516998 0.00241696 0.000875741 0.00149069 -0.000120188 -0.00221146
internal_weight=0 57.7066 20.6006 80.3246 37.106 62.1764 11.292 19.6059 15.5469 13.6694 22.3443 18.1482 16.0464 10.8757 14.3826 20.0126 9.76013 2.79509 39.8321 17.5395 12.5022 1.79655 6.96503 17.5001 4.26009 13.24 9.30855 6.98897 5.03736 38.7814
internal_count=3121 943 379 2178 564 1930 280 223 187 157 473 248 210 133 153 447 115 61 1457 415 365 47 54 341 51 290 99 77 50 1441
is_linear=0
shrinkage=0.00263476


Tree=105
num_leaves=31
num_cat=0
split_feature=4 12 151 9 151 3 50 47 3 132 376 39 15 1 0 16 52 1 16 2 49 47 3 151 158 3 52 52 133 0
split_gain=17.2211 7.62442 6.19722 4.85779 4.20969 3.90053 3.76141 3.21642 2.39082 2.03526 2.36729 1.83058 1.775 1.74499 1.60998 1.59509 1.51711 1.35229 2.01174 0.951924 1.32775 0.893499 0.980733 0.71325 0.702818 1.07761 1.06732 2.01633 1.47067 1.61515
threshold=0.27834500000000006 0.051320000000000005 -0.27559499999999998 -0.036024999999999995 -0.086769999999999986 0.30112000000000005 0.11875500000000001 0.12794000000000003 0.14121000000000003 0.081465000000000024 0.049360000000000008 0.087015000000000009 0.17980000000000004 0.090965000000000004 -0.13027499999999997 -0.0073349999999999986 -0.0092699999999999987 0.111945 -0.54165499999999989 0.089885000000000007 -1.0000000180025095e-35 0.13439000000000004 -0.13927999999999999 -0.092724999999999988 0.084765000000000021 -0.10115999999999999 -0.15275999999999998 -0.088614999999999985 0.0068000000000000014 -0.10836499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 -1 13 9 7 17 12 10 14 -12 24 -5 15 19 -7 18 -4 -6 -21 22 -16 -15 25 26 -3 -28 29 -29
right_child=2 8 6 4 5 16 -8 -9 -10 -11 11 -13 -14 23 21 -17 -18 -19 -20 20 -22 -23 -24 -25 -26 -27 27 28 -30 -31
leaf_value=0.0024852369848368579 -0.0028245795612518057 -0.0023965011043753917 0.0025574499116757391 -0.0011776086728088329 -0.0023651694116960265 0.0024313012920104543 -0.0019100971299689106 -0.0019330760193877116 -2.6524620552382448e-05 0.00038374330363778758 -0.0015981622660592861 0.0012623369821270999 -0.00031531096707797051 0.0025772036583712197 -0.0008257673687674977 0.00027792134104778922 -0.00078754234743230039 0.0023551111007465201 -0.00029819164116692045 -0.00033022730653663027 -0.0023030818822511886 -0.00072514821635481016 -0.0025355255060425619 0.00053761110347691141 -0.0025117759122354599 -0.0020648462201528161 0.00092570223110407352 -0.002185640852318003 -0.0025903382443133245 -0.00018748586595959988
leaf_weight=2.0396182611584655 2.2578898295760181 4.7567414976656464 2.1081999875605106 1.4101444445550431 4.6056562438607198 1.8755161240696909 1.8197001293301571 1.2501262351870526 3.2417442500591269 2.8742843847721806 2.0440589264035216 2.4447322674095631 3.1438561528921118 2.1188598275184631 1.8727137148380251 2.8830472528934399 1.1915443018078793 8.4138501714915019 2.9389208368957069 4.5374892596155396 2.7121823802590379 1.8663587532937516 15.380520666018143 1.4283235687762501 12.576191280037163 81.47859301045537 1.9594574235379703 3.3122679479420176 4.1706462502479562 5.1318505890667394
leaf_count=47 15 94 38 12 39 38 14 10 22 34 19 32 21 29 13 27 17 228 35 28 26 13 163 26 224 1697 19 33 63 45
internal_value=0 -0.00160795 0.000641919 -0.000888239 -0.00102796 -0.00124617 0.0011154 0.00148964 -0.00191613 -0.00142674 -0.00156245 -4.02473e-05 -0.0019687 0.000921468 -0.00176426 -0.00121022 0.00118079 0.00180751 0.00089462 -0.00157211 -0.00106829 -0.00219134 -0.00234994 0.00175593 -0.00201454 -0.00195251 -0.00147901 -0.00117955 -0.00150656 -0.000971277
internal_weight=0 171.056 18.7887 51.2851 49.2454 44.2881 16.5308 14.7111 119.771 41.221 38.3468 4.48879 116.53 4.95733 33.858 14.7384 3.06706 13.461 5.04712 11.8553 7.24967 19.1196 17.2532 3.54718 113.386 100.81 19.331 14.5742 12.6148 8.44412
internal_count=3121 2781 340 563 516 449 325 311 2218 394 360 51 2196 67 309 120 55 301 73 93 54 189 176 55 2175 1951 254 160 141 78
is_linear=0
shrinkage=0.00223072


Tree=106
num_leaves=31
num_cat=0
split_feature=1 52 12 12 50 47 3 2 16 51 3 474 48 47 47 1 0 52 42 11 49 2 159 1 16 150 0 1 130 4
split_gain=33.997 9.15772 7.30209 6.93289 5.33566 6.02287 5.02036 4.18855 4.30917 2.78907 2.63524 2.62824 2.46769 2.29676 3.81299 2.18799 2.20611 2.08441 1.85648 1.82398 1.58935 1.57744 1.56928 1.49709 1.88975 1.32309 1.28467 1.2662 1.23334 1.98365
threshold=0.099195000000000019 -0.26636999999999994 0.079890000000000017 -1.0000000180025095e-35 0.10965000000000001 0.11893500000000001 0.097915000000000016 0.11474000000000002 -0.072804999999999981 -0.096089999999999981 -0.10023499999999998 0.084660000000000027 0.12933000000000003 0.090100000000000013 0.11312500000000002 0.094385000000000011 0.024095000000000002 0.12603000000000003 -1.0000000180025095e-35 0.081790000000000015 -0.23360999999999996 0.08622500000000001 -1.0000000180025095e-35 0.077565000000000009 -0.091354999999999978 0.083895000000000011 -0.053834999999999994 0.078340000000000007 -0.082549999999999985 -0.076779999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 26 9 13 5 7 10 8 17 -1 18 15 -9 -3 -15 16 23 -5 -4 21 -12 27 -6 -11 -25 -17 -2 -20 29 -22
right_child=1 3 6 4 22 -7 -8 12 -10 11 20 -13 -14 14 -16 25 -18 -19 19 -21 28 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=-0.0022758787400784259 -0.00031198802260715152 0.0022255902064748207 -0.0022309955750882708 0.0014738938401302238 -0.00236848760000173 -0.0019529840698725438 0.00066745887793747197 0.0023170006974694655 -0.0010856905594864858 -0.0021556071059573951 -4.4336884673847075e-05 0.0014065175229359267 -0.0001256193121633354 -0.0013448989290878602 0.0022715932751317188 -0.00023693039114545736 0.00038845411892798616 -0.00082316396712696826 -0.0025454283543699919 -0.0023391685263213259 -0.0022390480638047596 0.00033147524486259707 -7.1542855104859317e-05 0.00014020315373254423 -0.0016110691027216809 0.001789690753508225 -0.0021322646661025855 -0.00010551345040982874 -0.0020136136388355379 0.0014173430505414427
leaf_weight=3.4354626126587382 2.5359386056661606 15.741685822606089 4.0897773932665613 9.7271832264959794 3.7821713574230671 3.6276318691670886 4.1661611497402182 10.354445293545721 6.5785638839006486 5.0214881412685051 2.0165895521640769 3.7409511692821971 2.2699109762907019 2.4290437772870055 2.8544701673090458 3.2917297929525366 5.2563142776489249 2.1760219112038603 1.9524597469717249 2.2527369037270537 1.4430558159947398 7.3165565207600594 2.0725939869880667 5.3985448554158291 5.7042550370097063 2.5918502137064934 5.5977545157074911 1.8786338940262792 65.261353746056557 1.2433546483516682
leaf_count=63 30 243 98 88 49 36 20 121 56 68 11 29 15 16 30 23 37 16 22 33 33 58 16 40 46 21 100 20 1673 10
internal_value=0 0.000551178 -0.00129492 0.000830502 0.000318278 0.000634102 -0.00160799 0.000935811 0.00029236 -0.000462067 -0.00171639 -0.000261091 0.00187781 0.00181934 0.000608946 -0.000489906 -0.000805196 0.00105397 -0.000979786 -0.000597919 -0.00190053 -0.000246044 -0.00155537 -0.00119431 -0.000759543 0.000655842 -0.00156474 -0.00134898 -0.00195562 -0.000546756
internal_weight=0 69.7474 126.061 61.6137 40.5885 34.7338 91.6207 31.1061 18.4818 34.4406 87.4545 31.0051 12.6244 21.0252 5.28351 27.2642 21.3806 11.9032 17.4902 13.4004 69.9644 11.1477 5.85477 16.1243 11.1028 5.88358 8.13369 3.83109 67.9478 2.68641
internal_count=3121 816 2305 686 397 332 1978 296 160 327 1958 264 136 289 46 235 191 104 231 133 1727 100 65 154 86 44 130 42 1716 43
is_linear=0
shrinkage=0.00212165


Tree=107
num_leaves=31
num_cat=0
split_feature=12 4 13 1 3 39 132 14 52 150 457 15 47 48 151 11 1 4 0 15 4 1 3 48 1 52 13 2 16 16
split_gain=24.0634 10.1954 8.4474 6.60848 4.37206 3.81561 3.80243 3.22101 2.70383 3.42819 2.5899 2.4557 2.45238 2.81941 2.2836 2.12702 2.10119 1.57929 2.88542 1.61327 1.54388 2.2364 1.36335 1.20085 2.50166 2.28393 1.43096 2.38609 1.10402 2.13377
threshold=0.051320000000000005 0.36766000000000004 -0.0044799999999999987 1.0000000180025095e-35 0.14121000000000003 0.14059500000000003 0.087955000000000019 0.018475000000000002 -0.0064899999999999992 0.081835000000000019 0.080930000000000016 0.013270000000000002 0.081320000000000017 0.086665000000000006 -0.086944999999999981 0.087830000000000005 0.083135000000000014 -0.15764999999999998 0.11070500000000001 0.013270000000000002 0.0061450000000000003 0.11181500000000001 -0.0069549999999999994 0.11951500000000001 0.10538500000000002 0.12603000000000003 0.17001000000000002 0.073895000000000002 -0.16927999999999996 -0.29154999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 3 -1 5 10 8 12 14 23 17 16 -5 -14 -4 -3 -12 18 19 -2 22 -22 -16 24 25 26 27 -10 29 -19
right_child=1 15 6 7 -6 -7 -8 -9 9 -11 11 -13 13 -15 20 -17 -18 28 -20 -21 21 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0014905549270007262 0.0016166824319576258 0.0021475992617426319 0.00090180468195436383 0.002108616998739276 0.00075135545081674818 0.002286623309845207 0.0021447496088190365 -0.0015645759468332254 -0.00093567059731303258 0.0019615738372179442 -0.001904291604297308 0.0016236444838282321 -0.0011407634169012513 0.0017476684225088785 -6.7512846814741105e-05 3.3692341137809328e-05 0.00099711075643167495 -0.0017284104275232955 -0.0018113913027889693 -0.00082509290414105546 0.0010367988100053811 -0.0015275008247701972 -0.002005673810457991 -0.0014452104289064277 0.001238130901999331 -0.0022676581879930761 -0.0012622504637759854 0.0018172232913313878 -0.0018016267933972561 0.00016187386149695495
leaf_weight=3.2998813968151834 2.1482127234339696 3.5815296843647948 2.3148991987109211 16.996177103370435 3.7318135276436797 1.0841212384402741 2.5127105228602877 1.2756350301206101 2.3334629535675102 3.3261082880198947 3.5202630851417771 1.9031096100807188 2.3001899532973757 3.396187424659729 1.764330714941029 4.1930674165487289 1.4221045561134813 7.4573801923543215 5.6087867375463247 2.2461490705609322 2.5015551056712857 3.0788698717951775 8.9141612295061314 2.9335529729723921 4.3944670073688021 2.4669639319181442 2.5953660570085049 2.824031051248312 66.784241609275341 3.5899352524429542
leaf_count=46 15 43 18 286 22 12 26 11 19 42 68 12 18 39 23 36 14 104 95 25 22 24 107 24 40 35 19 22 1821 33
internal_value=0 -0.0012142 0.000309248 0.00118217 -0.00138781 -0.00147117 -0.000258019 0.00155014 -0.000411069 8.64254e-05 -0.00151419 -0.000320743 0.00172523 0.000581323 -0.000970172 0.00100751 -0.00106945 -0.00160721 -0.000853732 0.000368585 -0.0012367 -0.000377994 -0.00168545 -0.000269 -3.28969e-05 -0.000579432 -4.22373e-05 0.000571701 -0.00170405 -0.00111414
internal_weight=0 107.271 69.2285 27.2681 99.4961 95.7643 41.9605 23.9682 39.4478 20.874 94.6802 6.84548 22.6926 5.69638 18.5738 7.7746 4.94237 87.8347 10.0031 4.39436 16.2589 5.58042 10.6785 17.5478 14.6143 10.2198 7.75286 5.15749 77.8316 11.0473
internal_count=3121 2300 821 400 2221 2199 421 354 395 201 2187 94 343 57 194 79 82 2093 135 40 176 46 130 159 135 95 60 41 1958 137
is_linear=0
shrinkage=0.00201447


Tree=108
num_leaves=31
num_cat=0
split_feature=1 52 12 47 3 50 3 1 51 123 52 16 48 15 42 11 15 2 49 474 1 3 0 4 130 1186 1 16 2 51
split_gain=25.9355 6.65335 6.53015 5.33195 4.45956 3.91981 3.12057 3.09842 2.93352 2.37274 2.35421 2.28322 2.2236 2.75944 2.12894 2.15671 1.9249 1.77986 1.77153 1.68488 1.85425 1.75892 1.80179 1.82102 1.56966 2.79734 1.46971 1.3636 1.15036 1.12087
threshold=0.10089500000000001 -0.40306999999999998 0.079890000000000017 0.088195000000000009 0.097915000000000016 0.11610000000000001 -0.10023499999999998 0.13820500000000002 -0.096089999999999981 0.08128500000000001 0.13796000000000003 -0.53943499999999989 0.12879500000000002 0.035560000000000008 -1.0000000180025095e-35 0.081790000000000015 0.024640000000000006 0.08622500000000001 -0.23360999999999996 0.086280000000000009 0.094385000000000011 -0.14989499999999997 -0.23091999999999999 -0.0016099999999999997 -0.082549999999999985 0.085175000000000015 0.080270000000000022 -0.088909999999999989 0.090310000000000015 -0.076794999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 8 5 6 10 14 9 -1 11 12 -5 13 29 -4 17 19 26 -8 20 21 -10 -23 -24 25 -20 -16 -22 -19 -3
right_child=1 3 4 7 -6 -7 18 -9 16 -11 -12 -13 -14 -15 15 -17 -18 28 24 -21 27 22 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0024884062761705585 -0.0019043255689868452 0.00104817267606199 -0.0024395060346131345 0.0011187513078318625 0.00079675588894888945 -0.0015792476386623845 0.00021098317431955107 0.0017802609676856526 0.0011430793547917437 0.001500781293898466 -6.0774606428195425e-05 -0.0017275173831603711 -7.9547992220887188e-05 2.4760358096120173e-05 -0.002720517639464552 -0.0025595684643652658 -0.0020471477544396258 0.0021140885433726443 -0.0024676866260371169 0.0019795005462853229 -0.00015963011626744783 0.0012979171251490081 -0.00014456331700486935 -0.0018452752472053247 -0.002157371402555073 0.0025886261516609977 0.00033741412550286523 0.0020982275912085984 7.4579433135693645e-05 0.0024275785847866376
leaf_weight=3.2780025377869597 5.15556058846414 3.7688320241868558 3.5810032524168518 1.8579193577170361 3.9154390692710868 2.3621750697493544 1.9025203213095654 3.2038433924317351 2.9695096984505751 2.0664692260324946 4.4888113103806964 8.7863533403724414 3.2705990709364405 3.5500651784241191 1.9052142798900589 2.1047898717224589 2.6814212258905163 2.1578603629022837 1.3489340636879199 2.2044136598706237 2.8314782120287418 1.9324578307569105 6.0626270733773779 7.8772803973406411 55.210090843960643 1.0658154860138891 1.5519323237240312 2.9951777271926394 4.9732062555849552 21.445359505712986
leaf_count=69 109 44 100 17 20 29 11 27 18 22 37 93 23 30 26 35 39 18 34 20 26 13 51 87 1681 9 17 24 43 349
internal_value=0 0.000629166 -0.00127026 0.000867514 -0.00163086 0.00133301 -0.00175626 -0.00026988 -0.000394723 -0.000786635 0.00152136 -0.00123071 0.00174305 0.00195029 -0.000851047 -0.000402905 -0.000162503 2.581e-05 -0.00200373 2.55493e-05 -0.000149058 -0.000504707 -0.000812986 -0.00110562 -0.00207685 -0.000235945 -0.0013478 0.00100102 0.000691735 0.0022214
internal_weight=0 59.956 112.549 54.8004 79.7168 38.8858 75.8014 15.9146 32.8324 12.7107 36.5237 10.6443 32.0349 28.7643 16.274 12.693 29.5544 10.5882 59.5274 26.8729 24.6685 18.8419 15.8724 13.9399 57.6248 2.41475 3.45715 5.82666 7.13107 25.2142
internal_count=3121 780 2341 671 1994 512 1974 159 347 132 483 110 446 423 239 139 278 104 1735 239 219 169 151 138 1724 43 43 50 61 393
is_linear=0
shrinkage=0.00233271


Tree=109
num_leaves=31
num_cat=0
split_feature=1 12 12 147 3 39 3 38 16 0 48 15 150 14 376 4 3 0 160 151 43 0 130 393 393 12 4 1212 3 15
split_gain=10.631 3.47052 3.27474 2.74901 2.64183 2.71556 2.56476 2.26628 2.22204 2.26666 2.00322 2.58985 4.06152 1.97232 1.7797 1.97062 3.44321 2.60124 1.67386 1.75376 1.4171 2.60287 2.08692 1.58006 3.60353 1.32798 1.3136 1.27533 1.34327 1.25567
threshold=0.10089500000000001 -0.064509999999999984 0.083370000000000014 0.089025000000000007 0.31299000000000005 0.15619500000000003 0.10732000000000001 0.10657000000000001 0.064860000000000015 -0.046359999999999991 0.091545000000000015 -0.037864999999999989 0.086730000000000015 0.062655000000000016 0.049360000000000008 -0.46376499999999993 -0.12018999999999998 -0.10096999999999999 -1.0000000180025095e-35 -0.00099499999999999979 -0.17390999999999998 -0.077999999999999986 -0.44390499999999994 0.086855000000000016 0.091220000000000009 0.092755000000000018 0.2623950000000001 -0.50120999999999993 -0.116045 -0.008624999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 7 13 4 5 8 10 -2 9 18 20 12 -12 14 15 -1 -17 29 -3 -20 21 -4 -22 27 -25 26 -21 -24 -29 -18
right_child=1 3 6 -5 -6 -7 -8 -9 -10 -11 11 -13 -14 -15 -16 16 17 -19 19 25 22 -23 23 24 -26 -27 -28 28 -30 -31
leaf_value=-0.0029776367323068736 0.0029087926316829359 -0.0022564475426391441 -0.0032910368362036209 0.0025407829755138547 0.0033302845463002661 0.0040485521443208551 0.00079964570453289695 -0.0011792408789736734 -0.0022906443483861217 0.0021643247708205355 -0.0033195874132650599 0.0025686004571026776 0.0065631327442933797 -0.0034808872067679411 0.0018002070556059127 0.0025816953988446268 -0.00060348523886363293 -0.0027453026613188268 -0.0021183131286017943 0.00035763639982350979 0.0054300044451012245 0.0018155963881554605 0.001775390173844956 0.0052272612696832891 -0.0032573972008593699 -0.00073471118405919527 0.0036588836641833927 -0.0011433700457810835 -0.003039424976997546 0.0018506728487437541
leaf_weight=3.1646727956831553 8.0255994945764524 4.8015724886208906 1.8556659743189809 3.9666810724884263 1.9195620100945223 1.252455387264489 3.3278459608554831 1.6430736295878876 6.8270175494253627 3.3990137912333074 2.9962208736687903 2.0272381454706183 0.48608354851603497 2.1715270746499291 3.4181369543075553 3.494219150394211 9.7353352960199242 5.2088827807456068 3.0143180713057669 2.8416095823049332 0.33063026145100494 2.1868271771818391 0.62112927623093028 0.83266558125615064 1.2732383366674183 3.753446726128459 2.1141305156052113 4.2782853404059926 30.89511914271862 2.6723388768732539
leaf_count=63 234 64 70 62 52 20 18 18 155 55 129 16 8 49 43 35 99 111 37 22 3 36 25 11 66 39 22 67 1465 27
internal_value=0 0.000538161 -0.00140478 6.00254e-05 -0.00026883 -0.000515538 -0.00189228 0.00221408 -0.000729224 -0.000194201 -0.00207976 -0.000281116 -0.00194009 -0.000570471 -0.000342258 -0.000643931 -0.000294089 -0.000864497 -0.000679322 -3.33815e-05 -0.00231418 -0.000528552 -0.00250299 -0.00257219 9.74012e-05 0.00068823 0.00176596 -0.00272925 -0.0028088 -7.49138e-05
internal_weight=0 43.5585 80.9761 33.8898 29.9231 28.0036 51.1109 9.66867 26.7511 19.9241 47.7831 5.50954 3.4823 29.8651 27.6936 24.2754 21.1108 17.6166 16.5251 11.7235 42.2736 4.04249 38.2311 37.9004 2.1059 8.70919 4.95574 35.7945 35.1734 12.4077
internal_count=3121 780 2341 528 466 414 1914 252 394 239 1896 153 137 427 378 335 272 237 184 120 1743 106 1637 1634 77 83 44 1557 1532 126
is_linear=0
shrinkage=0.00317133


Tree=110
num_leaves=31
num_cat=0
split_feature=1 123 47 52 3 3 52 15 11 2 457 16 1 13 48 50 1 1 48 15 15 0 454 49 16 0 0 0 15 403
split_gain=35.6345 10.4319 7.51158 5.64542 5.30126 6.27209 4.99251 3.89226 4.98068 3.7219 3.69869 3.51273 3.10544 2.98951 2.66689 2.74902 2.61097 2.31063 2.08268 1.79882 1.79572 1.4589 1.41499 1.44334 3.98683 1.19728 1.03777 3.71131 1.8907 0.986506
threshold=0.104035 1.0000000180025095e-35 0.087885000000000019 -0.40967499999999996 -0.11255999999999998 0.090900000000000009 0.13796000000000003 0.024640000000000006 0.081790000000000015 0.11510000000000002 0.082380000000000009 -0.061854999999999993 0.13210500000000003 -0.42195999999999995 0.12879500000000002 0.11720500000000002 0.077845000000000011 0.09253500000000002 0.10396500000000002 -0.055554999999999993 0.035560000000000008 0.18019500000000002 0.085470000000000004 -0.081604999999999997 0.0039400000000000008 0.041630000000000007 -0.10011499999999998 -0.10224499999999999 -1.0000000180025095e-35 0.03138500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 -2 7 22 14 8 16 -8 13 12 18 -7 15 20 21 -3 -4 -13 -5 -1 23 24 -6 -9 27 28 -25 -28
right_child=2 17 11 6 5 10 9 25 -10 -11 -12 19 -14 -15 -16 -17 -18 -19 -20 -21 -22 -23 -24 26 -26 -27 29 -29 -30 -31
leaf_value=-0.00094316024609151106 -0.0022927113925623435 -0.00036360624839041998 -0.0015198855226169663 0.002173888018554821 -0.0017916486969226618 0.0007450454782076349 -0.002186365842662226 -0.0023644555430678269 -0.0019992468252535847 0.0014788723320403995 0.0012765508144413121 -0.0023136187206985637 0.0022678721588543656 -0.0017553991355499213 -0.0001417745153957969 -0.00086728909889111831 0.001925511773114511 0.0017323140725114437 0.00064627076767540437 -0.00022534566724018707 0.00055905711344117937 0.0010596686740692617 0.0005815160991733281 -0.0025116286473439576 0.001855382476019682 -0.00013308529934870025 -0.0021461583948605627 0.001302786384563835 -0.00042451176039725599 -0.0014603612685336784
leaf_weight=3.9936981163919025 2.0753949023783198 4.2343163788318616 3.7422739416360873 27.02606846019626 6.4003954418003541 3.1228298172354689 2.9955848120152941 5.1650425195693961 4.0094043128192416 2.2634000442922115 4.5702642388641825 5.0349228829145432 2.8965382240712634 7.7399729602038851 3.5180326402187339 1.6606027036905278 5.221457164734602 5.8012154437601566 4.6098351590335369 3.1022180877625924 3.6356177888810626 2.9372113049030304 1.1153892911970604 6.917317993938922 1.783550940454006 1.4284988492727277 62.669788714498281 2.030816286802291 2.8527994751930228 11.561628099530934
leaf_count=35 43 34 27 360 73 16 26 84 58 18 30 66 26 81 23 13 39 61 37 25 27 15 10 92 14 10 1495 26 28 229
internal_value=0 -0.00127314 0.000677698 0.00117858 -0.00143257 -0.00162739 0.00135387 -0.000484224 8.56318e-05 -0.000608894 -0.000351577 -0.000437826 0.000343184 -0.00103657 0.00164187 0.00183601 0.000773491 0.000847977 -0.000324304 -0.00151748 0.00198241 -9.43926e-05 -0.00183393 -0.00186253 -0.000996841 -0.00188103 -0.00194488 -0.00135066 -0.00190221 -0.00203934
internal_weight=0 143.556 62.5605 43.1747 133.52 110.765 41.0993 22.7553 16.1618 5.25898 15.4331 19.3858 11.2486 10.8628 35.8403 32.3223 12.1524 10.0355 8.35211 8.13714 30.6617 6.93091 95.3317 94.2163 8.18395 6.59354 86.0324 11.8009 9.77012 74.2314
internal_count=3121 2430 691 510 2335 2094 467 241 147 44 127 181 90 97 423 400 89 95 64 91 387 50 1967 1957 87 94 1870 146 120 1724
is_linear=0
shrinkage=0.0021572


Tree=111
num_leaves=31
num_cat=0
split_feature=1 123 47 3 3 52 52 15 11 457 16 1 13 2 1 43 50 1 0 49 0 454 48 9 160 151 151 2 16 0
split_gain=31.6818 9.74189 6.20049 5.07226 6.25653 4.62656 4.79421 3.40849 4.04336 3.3056 3.09788 3.53239 3.01607 2.86397 2.26108 2.14299 2.0973 1.93927 1.76033 1.75359 1.42756 1.3238 1.29184 1.2323 1.18149 1.91059 1.82712 1.23147 2.74818 1.22063
threshold=0.104035 1.0000000180025095e-35 0.085770000000000027 -0.11255999999999998 0.090900000000000009 -0.24456499999999998 0.13796000000000003 0.024640000000000006 0.081790000000000015 0.082380000000000009 -0.061854999999999993 0.13288500000000003 -0.42195999999999995 0.11510000000000002 0.077845000000000011 -0.023869999999999995 0.11720500000000002 0.09253500000000002 -0.033209999999999996 0.29540500000000008 0.18019500000000002 0.085470000000000004 -0.079469999999999985 -1.0000000180025095e-35 -1.0000000180025095e-35 0.13982000000000003 -0.10959499999999998 0.092365000000000017 -0.15012499999999998 -0.11437499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 5 7 21 -2 16 8 14 12 11 15 -6 -8 20 -4 19 -3 -12 22 -1 23 -7 -5 -25 26 -26 28 -28 -30
right_child=2 17 10 4 9 6 13 -9 -10 -11 18 -13 -14 -15 -16 -17 -18 -19 -20 -21 -22 -23 -24 24 25 -27 27 -29 29 -31
leaf_value=-0.0011994550718029276 -0.0015168160041735199 -0.00031016143614881914 0.001388204778557201 0.00081853451484038939 0.0010920280172632283 0.00057663924384763641 -0.0025430524543379345 -0.0022562254324045724 -0.0023592921399885076 0.0016401789778557017 -0.0024086604227255108 0.0034008966137542606 -0.0021328961624997797 0.0016044583120744717 0.0023651194783176357 -0.0013902747124993466 -0.00084996302582329079 0.0021892789363829731 0.0008109183086612103 -0.00036077280739762584 0.0013844140157132892 0.0008237031376045899 0.0026360137312657237 -0.0028099765722986629 0.0013109093553685595 0.0015100906675402012 0.0005317245104763074 -0.0028465572770748418 4.1167395471648892e-05 -0.0022874185529350604
leaf_weight=3.5732993744313735 3.425408460199832 3.8547478653490526 3.292970173060894 0.92001459002494712 2.9945369660854331 2.4143120311200716 2.7490022145211688 5.6969416737556449 3.4261812567710868 4.3372581303119651 5.9633906222879887 2.3832358345389357 7.0576318167150012 2.1518971137702465 4.858437292277813 5.1754299066960829 1.6137817502021778 5.4076108150184155 1.5515039823949326 1.6930015422403801 2.7379734218120575 1.0078239887952793 25.883735310286283 24.616067308932543 1.0714043974876393 1.0398175232112397 2.9273464642465035 16.922374702990055 1.7117235139012255 35.052775960415616
leaf_count=35 53 34 29 5 16 25 25 94 58 30 82 22 81 18 39 41 13 61 10 13 15 10 360 626 17 10 26 389 13 871
internal_value=0 -0.00151148 0.000879645 -0.00171692 -0.00196677 0.00147518 0.00175593 -0.000489911 0.000199501 -0.000324488 -0.000415128 0.000505102 -0.00117219 -0.000721955 0.000984382 -0.000309852 0.00214017 0.00114908 -0.00174396 0.00230106 -7.8514e-05 -0.00224391 0.00246031 -0.0022806 -0.00231481 -0.00210725 -0.00217245 -0.00223838 -0.00197908 -0.002179
internal_weight=0 129.214 58.2977 119.952 99.6588 39.9311 36.5057 20.2928 14.5959 14.3894 18.3665 10.8516 10.0522 4.9009 11.1697 8.4684 31.6048 9.26236 7.51489 29.991 6.31127 85.2693 28.298 84.2615 83.3415 58.7254 57.6856 56.6142 39.6918 36.7645
internal_count=3121 2430 691 2335 2094 507 454 241 147 127 184 92 97 43 89 70 411 95 92 398 50 1967 385 1957 1952 1326 1316 1299 910 884
is_linear=0
shrinkage=0.00269255


Tree=112
num_leaves=31
num_cat=0
split_feature=1 123 484 42 15 150 3 0 13 48 133 50 11 133 43 403 133 483 2 48 16 0 130 1 130 150 133 0 13 52
split_gain=10.6116 4.06745 2.99502 3.64881 2.9079 2.91142 2.86774 2.83969 2.16069 2.08679 2.58816 1.95524 1.89757 2.1027 2.33404 1.69034 2.76685 1.63224 2.37886 1.61027 2.32023 1.6276 1.58417 1.47245 1.34967 1.33003 1.30532 1.48844 2.06694 1.34278
threshold=0.104035 1.0000000180025095e-35 -0.0068949999999999992 -1.0000000180025095e-35 -0.24436499999999997 0.076925000000000007 -0.10023499999999998 -0.10096999999999999 -0.095304999999999987 0.092805000000000012 0.089755000000000015 0.11875500000000001 0.081790000000000015 0.0068000000000000014 -0.072534999999999988 0.03138500000000001 0.15630500000000003 0.087440000000000004 0.14530500000000005 0.086260000000000017 -0.094359999999999986 -0.22491999999999998 -0.076894999999999977 0.111945 -0.44390499999999994 0.12187000000000002 -0.25159999999999993 -0.20211999999999997 -0.17933499999999997 -0.43320999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 15 11 17 12 19 -9 24 -11 23 13 14 -5 -4 22 18 26 21 -21 -8 -17 -2 -10 -7 -6 -28 -29 -30
right_child=4 -3 3 6 5 25 7 8 9 10 -12 -13 -14 -15 -16 16 -18 -19 -20 20 -22 -23 -24 -25 -26 -27 27 28 29 -31
leaf_value=-0.0035826022863563825 0.00013379540383964014 0.0011548900789135669 -0.0036574927434297041 0.0047664426330395939 -0.0043620730541263416 0.0030632941294732523 0.0029235783474257414 1.9198370229308851e-05 0.0029043580292286509 -0.00370398893249948 0.004533617216647255 -0.0020004769888075538 -0.0027288103013210436 -0.0016674620543803507 0.00063510512463617449 0.00098383782417369716 0.0051497354241351939 -0.0039789039642504302 0.0037134571454965244 -0.0044770889671833488 0.00069245648765334656 -0.00038850987651190564 -0.0037640896450949037 0.0036559364635158961 -0.00322177553724785 9.2317752148618552e-05 -0.0031737849051078635 0.003940566059241684 -0.0037273446893321314 -4.3576733836918021e-05
leaf_weight=10.187522864900528 1.9528244510292987 6.7567843664437524 12.08592699095607 2.6684003416448823 1.1658140886575044 5.2042018920183164 3.0548543352633706 4.6816583760082677 0.4794862866401769 0.90469912812113706 1.09558411501348 1.1855704188346852 2.0123756621032944 2.6927568297833204 5.3160936385393134 1.3198754079639909 0.76305275969207276 1.6806372385472048 1.7647609673440445 2.2133028190582991 2.3002407029271117 5.2237060144543568 2.9615578446537247 7.3306622840464115 18.267940213903795 3.1380555313080549 2.1976732611656287 1.5511875934898949 1.4534860420972187 11.126607140526154
leaf_count=424 21 95 567 23 13 118 29 66 5 39 16 12 55 31 53 20 10 23 24 20 20 64 110 201 783 36 21 27 63 132
internal_value=0 -0.00152821 -0.00175995 -0.00148706 0.000727966 0.00014506 -0.00100288 -0.00149579 -0.00219261 -0.0026917 0.000807867 0.00235838 0.000481779 0.00108689 0.00201579 -0.00292601 -0.00117346 -0.000572297 -0.000275027 -0.000110591 -0.00184253 0.000833677 -0.0023004 0.00291504 -0.00306509 0.00194572 -0.00067736 -0.000414288 1.48644e-05 -0.000469194
internal_weight=0 84.9858 78.229 68.0415 39.7515 29.2824 50.9111 38.2215 25.4294 20.7477 2.00028 10.4691 12.6896 10.6773 7.98449 17.1304 5.04449 20.9402 19.2595 12.7921 4.51354 8.27856 4.28143 9.28349 18.7474 8.34226 17.4948 16.329 14.1313 12.5801
internal_count=3121 2430 2335 1911 691 457 1204 1042 909 843 55 234 162 107 76 707 140 303 280 133 40 93 130 222 788 154 256 243 222 195
is_linear=0
shrinkage=0.00360442


Tree=113
num_leaves=31
num_cat=0
split_feature=1 12 12 3 47 4 50 3 4 15 38 52 51 49 131 484 133 123 4 52 4 0 42 0 147 1186 43 15 48 16
split_gain=29.4506 7.22413 6.8203 5.113 4.43667 5.2052 4.39964 4.05915 3.35358 2.93806 2.76562 2.32619 2.44743 2.24714 2.19134 2.0227 3.26062 4.40193 2.4324 3.53114 1.95253 1.89696 1.8203 2.11207 2.89615 1.55871 2.4253 1.35151 1.33413 3.62371
threshold=0.10089500000000001 -0.064509999999999984 0.083370000000000014 0.16158000000000003 0.086785000000000015 -0.111605 0.11375500000000001 0.10732000000000001 0.40124500000000002 0.083195000000000005 0.10657000000000001 0.19022000000000003 -0.10748999999999999 -0.24768999999999997 0.089325000000000015 0.08660000000000001 -0.0061299999999999992 1.0000000180025095e-35 0.0061450000000000003 0.077655000000000016 -0.15764999999999998 0.10455500000000001 -0.090989999999999988 -0.15202999999999997 1.0000000180025095e-35 0.085175000000000015 -0.0037449999999999996 -0.096999999999999989 0.086260000000000017 -0.024819999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 10 9 4 5 -3 14 8 13 11 -2 12 -1 -4 22 16 -14 18 19 28 21 -15 -7 24 -24 -22 -27 -20 29 -18
right_child=1 3 7 -5 -6 6 -8 -9 -10 -11 -12 -13 15 20 -16 -17 17 -19 27 -21 25 -23 23 -25 -26 26 -28 -29 -30 -31
leaf_value=-0.0024760743781989535 0.0023293229502071148 -0.0019774387081541401 0.00037749999536080387 0.0021088571481858729 -0.0012616946221346451 -0.0004807507853919707 -0.0022953166019132752 0.00062397610696342959 0.0021475220702225056 -0.0025150013159309912 -0.00058913864660282869 -0.0027131724563637435 -0.0020779808072519924 0.00039684699547621732 -0.0011072837176190136 0.001537329739480746 0.0015357205797374286 0.0020067321664047444 -0.00036556289984671195 0.0012753549342855756 -0.002161209916889431 -0.0019380490491782371 -0.00088994289505658572 0.0023798324397711988 0.0023089900037285634 -0.0024697515857543886 0.0020717377231928074 0.0017723612774571938 -0.002826197959633096 -0.0025233892006760435
leaf_weight=2.3875290006399146 13.903046421706675 4.2455400172621003 2.2727555558085433 6.2001130208373061 13.238202948123215 2.3608548641204932 2.1981025747954837 3.7745698243379584 1.1221802234649647 3.7638197485357514 2.0095716416835776 2.1283109635114661 4.4496915154159131 3.5313531532883635 2.0569905526936045 3.8826307132840148 1.8998363837599805 5.0826047211885443 3.1926404498517513 2.645500384271144 66.123009208589792 4.0273135714232922 3.2032606266439005 9.7553711719810927 2.9303875006735325 1.3359359689056876 1.2133623063564289 3.2029805220663539 3.8054650537669659 3.1797148734331131
leaf_count=49 234 75 12 83 146 18 24 18 9 69 18 27 61 30 20 31 14 44 23 18 1762 43 22 112 28 28 12 20 34 37
internal_value=0 0.000609514 -0.00135488 0.000143995 -0.00016065 0.000384231 0.000829758 -0.00173227 -0.00184396 -0.000560505 0.00196076 -0.000355346 -0.000206564 -0.00190102 0.00116803 -3.36754e-05 -0.000255816 9.6575e-05 -0.000445013 -0.00108296 -0.00196895 -0.000847203 0.00142449 0.00170757 0.000638367 -0.00209242 -0.000308187 0.000705127 -0.00178514 -0.00100521
internal_weight=0 62.1014 123.021 46.1888 39.9887 26.7505 22.505 83.4005 79.6259 39.6207 15.9126 35.8569 33.7286 78.5037 20.3069 31.3411 27.4584 23.0087 17.9261 11.5305 76.231 7.55867 18.2499 15.889 6.13365 68.6723 2.5493 6.39562 8.88502 5.07955
internal_count=3121 780 2341 528 445 299 224 1914 1896 427 252 358 331 1887 200 282 251 190 146 103 1875 73 180 162 50 1802 40 43 85 51
is_linear=0
shrinkage=0.00232538


Tree=114
num_leaves=31
num_cat=0
split_feature=1 12 47 3 12 50 4 48 42 51 4 50 43 12 16 1 1 151 43 3 16 52 15 2 160 1186 43 52 41 49
split_gain=19.3102 6.2655 4.57887 3.44486 3.29086 3.17049 2.94568 2.82606 2.87162 2.70881 2.69885 2.22934 2.31917 2.39447 2.21455 2.2156 2.07997 1.99467 1.68252 1.46543 1.69533 1.9673 1.45234 1.25955 1.25643 1.17841 2.24785 1.10555 1.0525 1.0238
threshold=0.104035 0.079890000000000017 0.085770000000000027 0.097915000000000016 -0.040564999999999997 0.11720500000000002 -0.036839999999999991 0.12879500000000002 -0.091964999999999977 -0.097539999999999974 0.40124500000000002 0.081075000000000022 -0.066504999999999995 -1.0000000180025095e-35 -0.061854999999999993 0.13210500000000003 1.0000000180025095e-35 0.13982000000000003 -0.023869999999999995 -0.10023499999999998 -0.0083599999999999976 -0.12005499999999998 -0.055554999999999993 0.11704500000000001 -0.079279999999999975 0.085175000000000015 0.0010100000000000003 -0.010034999999999999 0.075585000000000013 -0.069799999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 9 4 10 -2 6 23 8 -8 -1 17 12 16 -14 15 18 -11 19 -4 20 -3 -22 -16 -6 -10 -21 -27 -18 -23 -15
right_child=2 3 14 -5 5 -7 7 -9 24 11 -12 -13 13 29 22 -17 27 -19 -20 25 21 28 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=-0.0025964581377807745 0.0024254617349003691 -0.0022899418253268917 0.0011180332236953834 0.00059433233343564307 -0.0017347269762829072 -0.0027771321277191342 -0.0010431186657030096 -0.0014202115581676803 0.00063367267381518361 -0.00031340635627065741 0.0018414659022417922 -0.0022029474186672903 -0.0020086188170506678 -0.00097444262424961701 -0.0025077289874232303 0.0023950151030298762 0.0027818651003559056 0.00079170795359057445 -0.0012770595270512081 -0.002174576704289553 -0.0022372930584095676 0.00087112306669537406 -0.00020559264313599969 0.00086110556004961392 0.0024785100322019904 -0.0025716062572529569 0.0022683919699691526 0.00045578762447307176 -0.0011998367131915383 0.00047068996867305615
leaf_weight=3.0246098283678284 8.7145343981683236 5.7112970333546391 2.8739787116646776 3.9141821637749663 3.1088693924248245 1.5109413675963868 1.999650284647944 1.9592529758810986 2.7894545979797867 4.016781494021421 1.2243374660611142 2.9259427003562442 4.5291720926761689 4.1999881118536058 3.8936870731413364 2.3126627951860428 3.693714153021574 1.6994515135884274 4.5894306879490623 50.215736892074347 3.0239733327180138 4.2865841649472705 2.8669781535863867 1.7661329880356786 10.981060743331907 1.2832556422799819 1.052321273833513 1.8467228859663007 2.2573332507163286 9.9558843281119938
leaf_count=72 198 115 27 21 52 19 16 12 33 31 11 39 66 31 67 26 50 28 39 1685 71 42 25 19 158 34 8 19 27 80
internal_value=0 -0.00124881 0.00060206 -0.00164732 0.00113264 0.000665449 0.000895561 0.00136022 0.00170565 -0.000378577 -0.00177133 -0.000163351 4.79547e-05 -0.000455118 -0.000451277 0.000295731 0.0010315 -0.00183495 -0.000354767 -0.00190076 -0.00123163 -0.000599903 -0.00153147 -0.0007943 0.00210481 -0.0020953 -0.000390889 0.00200654 0.000156743 4.19252e-05
internal_weight=0 108.861 49.3666 74.6685 32.8299 24.1154 22.6044 17.7294 15.7702 34.1928 70.7543 31.1682 28.2423 18.685 16.5367 9.77607 9.55722 69.53 7.46341 67.8305 15.2792 9.56789 6.76067 4.875 13.7705 52.5513 2.33558 5.54044 6.54392 14.1559
internal_count=3121 2430 691 2042 507 309 290 219 207 388 2021 316 277 177 184 92 100 2010 66 1982 255 140 92 71 191 1727 42 69 69 111
is_linear=0
shrinkage=0.00245468


Tree=115
num_leaves=31
num_cat=0
split_feature=1 150 15 0 1 50 159 4 12 4 43 159 2 0 3 151 43 484 52 43 3 1374 151 1 1373 403 1213 2 16 52
split_gain=10.6258 4.08811 5.29577 3.71477 3.31336 2.97243 2.39428 2.27087 2.16028 2.26225 2.35604 2.10153 2.17864 2.27127 1.97171 1.80233 1.75775 2.38864 2.20115 1.90517 1.99706 1.75702 1.7074 1.5887 1.45629 1.45344 2.49229 2.34586 1.78234 1.44465
threshold=0.094385000000000011 0.080470000000000014 -0.24436499999999997 -0.060129999999999996 0.077565000000000009 0.11843500000000001 -0.032739999999999991 0.053925000000000008 0.10711000000000002 -0.49405499999999997 -0.17390999999999998 0.092630000000000018 0.10672500000000001 0.10455500000000001 0.16158000000000003 -0.086654999999999982 -0.074359999999999996 -1.0000000180025095e-35 0.51775000000000004 -0.27207999999999993 -0.077774999999999983 0.087110000000000007 0.13982000000000003 0.07863500000000001 -1.0000000180025095e-35 0.03138500000000001 -1.0000000180025095e-35 0.089125000000000024 -0.08947999999999999 0.13796000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 5 4 22 29 -5 15 9 10 -8 12 -11 -14 16 -6 17 -4 -18 -19 -21 24 -1 -17 -3 27 -27 -25 -29 -2
right_child=1 21 14 6 7 -7 8 -9 -10 11 -12 -13 13 -15 -16 23 18 19 -20 20 -22 -23 -24 25 -26 26 -28 28 -30 -31
leaf_value=-0.00225917828019302 0.0025868637255160535 -0.00087392807323419047 -0.0033143123083326995 -0.0030826145785983953 0.0011962781354612974 -0.0018496715142224383 0.0015181951881494732 0.0019232207503670014 -0.0025119921632684099 0.0033118448006530404 -0.0027586182579473883 -0.0010223960080756895 -0.002977669988859624 0.0025032339374821424 0.0013368862441466916 0.0024343999355826364 -0.00186358864669707 -0.0022020908038624097 0.0022633030488369015 -0.00056034699266257202 0.0023910024831225083 -0.0016541372685123304 0.0014655675019928452 -0.0027237542047538806 0.0023834477783197809 -0.0028460231837675641 0.0038641760017537477 0.0016899390040511465 -0.0018427581363702373 -0.00099260696240763995
leaf_weight=34.521669164299965 8.0495428163558174 1.1790266949683399 1.511254809796809 1.9115544958040143 2.348639125004417 1.6510616578161705 1.6414759233593939 2.1781013160943976 1.9450133768841613 4.4273559935390931 2.5083969486877313 2.0820487141609192 1.0703639751300218 1.2774944230914114 3.2052770890295497 0.78833910822868603 14.133457052521413 1.6759702907875169 1.070973241701721 3.1675001047551619 3.9915432687848846 1.081690790131687 0.9747366439551105 9.0482918601483089 10.233605889603496 0.78514634817838669 0.93304493650793918 1.9905254701152442 2.4592505265027276 0.97355885617435056
leaf_count=1441 196 10 26 38 32 20 8 26 53 35 47 21 38 8 44 12 276 16 9 50 67 14 16 310 203 34 12 16 31 12
internal_value=0 0.000343075 -9.5299e-05 -0.00129985 -0.00164359 0.00157415 -0.000157816 -0.000756143 0.000216105 0.000624049 -0.00106693 0.00141632 0.00216575 4.54742e-06 -0.000714997 -0.00107412 -0.000972401 -8.99376e-05 -0.0015729 0.000461601 0.00108519 0.00172651 -0.0021569 -0.0014073 0.00204693 -0.00160633 0.000797877 -0.00191237 -0.000262471 0.00220065
internal_weight=0 51.9245 39.4301 72.8914 56.0277 10.6742 16.8637 20.5313 14.9521 13.0071 4.14987 8.85726 6.77521 2.34786 28.756 18.3532 25.5507 10.3463 15.2044 8.83501 7.15904 12.4943 35.4964 16.0046 11.4126 15.2163 1.71819 13.4981 4.44978 9.0231
internal_count=3121 943 716 2178 1930 228 248 473 210 157 55 102 81 46 488 447 444 159 285 133 117 227 1457 415 213 403 46 357 47 208
is_linear=0
shrinkage=0.00277541


Tree=116
num_leaves=31
num_cat=0
split_feature=1 12 4 0 1446 13 1 39 4 2 3 43 447 2 48 4 47 48 14 12 159 52 151 3 16 41 1 403 1213 151
split_gain=15.9407 5.7455 5.50445 4.77631 3.8224 3.70198 3.40697 3.11459 2.76907 3.46958 4.00676 2.94745 2.57898 2.45145 2.25053 3.20716 2.19462 2.63392 2.11586 2.25514 2.09872 1.78555 1.57312 1.63876 1.5183 1.51586 1.2681 1.41318 1.98987 1.5159
threshold=0.094385000000000011 0.051320000000000005 0.23246000000000003 -0.060129999999999996 0.092110000000000011 -1.0000000180025095e-35 0.077565000000000009 0.14059500000000003 -0.49405499999999997 0.10731 -0.116045 -0.45785999999999999 0.084700000000000011 0.088850000000000012 0.11951500000000001 -0.14723499999999998 0.090100000000000013 0.10396500000000002 -0.10708499999999999 -0.029094999999999999 0.089755000000000015 0.12418000000000001 0.13982000000000003 0.11296500000000002 -0.08947999999999999 0.08178500000000001 0.080000000000000016 0.03138500000000001 -1.0000000180025095e-35 -0.085369999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 4 7 6 5 16 22 -3 11 20 -11 -5 13 26 15 -7 -2 -18 -17 -20 -10 25 23 -1 -15 -4 -8 29 -29 -28
right_child=1 2 21 8 -6 14 12 -9 9 10 -12 -13 -14 24 -16 18 17 -19 19 -21 -22 -23 -24 -25 -26 -27 27 28 -30 -31
leaf_value=-0.0020798201162058523 0.0023941179734507569 -0.0019861870304366197 0.0019000287479732001 0.0013356623807399574 -0.0028024166562973071 -0.0020221854440998989 0.0010375746642987283 0.0026147790521667234 0.0023860744501083783 0.0026863419430781877 -0.0025363943442550164 -0.0023328580130400024 0.0025562234707566874 0.0014090600851203495 -0.0011733819128837996 -0.00082471220164315173 -0.0012104372239858776 0.0025406607085391511 -0.00053901156350443565 0.0022283151495592593 -0.00030523590129003436 -0.0013582990989923164 0.00085880585667034754 0.00042243750088658027 -0.00084918177547003038 -0.00042041944517053672 7.5976548276842281e-05 -0.0024330267373085255 0.0022527425529036116 -0.0023367713711453086
leaf_weight=38.629931708797812 12.957658646628259 10.9637759514153 5.6304859947413188 1.6502587124705312 1.441626340150832 1.923757435753944 1.0294176377356112 0.88728626072406847 5.0660033449530584 1.1141533553600318 3.0990475956350556 4.7070703189820078 1.2297199331223954 3.1857572011649609 4.0163274966180316 2.2607312984764567 2.3786853328347197 1.8617624696344135 2.0364411678165188 8.5020763128995913 2.3741479851305485 1.7975836619734762 1.1152009963989247 1.5175690613687027 3.4706139471381894 2.1782940737903118 1.6951546762138594 0.9222951699048284 1.11918070539832 10.162590276449917
leaf_count=1432 292 268 58 9 16 30 17 12 38 8 99 73 12 26 32 28 19 32 21 94 21 20 16 9 38 21 22 34 12 312
internal_value=0 0.000409574 -0.000564626 -0.00120132 0.000968812 0.00112009 -0.00150338 -0.00164171 -0.000126645 0.000557417 -0.00115528 -0.00138057 -0.00077092 -0.00096047 0.00039384 0.000821367 0.00191143 0.000436477 0.00124876 0.00169356 0.00152728 0.000764143 -0.00190837 -0.00198524 0.000231619 0.00125273 -0.001492 -0.00167935 0.000135812 -0.00199185
internal_weight=0 58.8365 21.4574 82.0881 37.3791 35.9374 64.0774 11.8511 18.0107 11.6534 4.2132 6.35733 22.8147 21.585 18.7393 14.723 17.1981 4.24045 12.7992 10.5385 7.44015 9.60636 41.2627 40.1475 6.65637 7.80878 14.9286 13.8992 2.04148 11.8577
internal_count=3121 943 379 2178 564 548 1930 280 248 166 107 82 473 461 205 173 343 51 143 115 59 99 1457 1441 64 79 397 380 46 334
is_linear=0
shrinkage=0.00236201


Tree=117
num_leaves=31
num_cat=0
split_feature=12 4 1 13 3 15 3 457 3 52 41 16 11 0 130 2 47 48 14 1 47 48 13 15 474 49 0 0 15 402
split_gain=21.0857 8.52264 7.0237 6.32746 4.5825 3.45365 3.03723 2.91647 2.16914 2.01354 2.45838 2.35575 2.00511 1.97747 1.87641 2.66346 1.85402 2.87603 2.28003 1.69219 1.67977 1.56264 1.54055 1.66716 1.41143 1.32191 1.25739 1.25132 1.11217 1.05338
threshold=0.051320000000000005 0.36766000000000004 0.092390000000000014 -1.0000000180025095e-35 0.14121000000000003 0.17980000000000004 0.083060000000000009 0.093100000000000002 -0.10023499999999998 -0.12005499999999998 0.078475000000000017 -0.0083599999999999976 0.087830000000000005 0.062580000000000011 -0.082549999999999985 0.088475000000000012 0.090100000000000013 0.10396500000000002 1.0000000180025095e-35 0.10439500000000002 0.092710000000000015 0.11951500000000001 -0.094514999999999988 0.089740000000000014 0.084660000000000027 -0.23360999999999996 -0.23051499999999997 -0.17169499999999996 0.079055000000000014 -0.50169499999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 13 16 5 8 20 19 9 -2 11 28 -3 24 15 -10 18 -18 -4 -8 -5 27 23 -16 26 -24 -1 -21 -11 -27
right_child=1 12 3 6 -6 -7 7 -9 14 10 -12 -13 -14 -15 22 -17 17 -19 -20 21 -22 -23 25 -25 -26 29 -28 -29 -30 -31
leaf_value=-9.8292149463362707e-05 -0.0021584274149597819 0.0023012084790371813 0.0023103851579723347 0.0020326184724687836 0.0009306518139036153 0.00071178533803075946 -0.0023718571440282696 0.0010868964002367708 -0.002335309593575982 -0.00036635793181242566 -0.0024222144782884499 0.00088135036422311037 9.6344625620733422e-06 0.0006641884498485432 -0.0013853949232230886 0.0019824603032795804 -0.00097585557444418523 0.0024159789689709782 -0.0009206481675473468 0.001346314343692905 -0.00031306553146296599 -0.001707612912971926 0.00089228729778012691 0.0016301691216037775 0.00026350772066090873 0.00046848638759791611 -0.0017283878154047861 -0.00073907352390936395 -0.00238022615477405 -0.0021084956515264536
leaf_weight=2.982875948771837 5.214507224038246 3.2895834781229487 15.356007009744649 4.7787127979099777 3.8270616382360449 3.2014823183417311 3.2149451021105078 4.482176072895526 1.3200925625860684 3.6113828159868717 2.7762081027030936 5.8292463570833188 4.2957103326916695 4.1708116494119158 5.6233854964375487 1.4768785685300825 2.72417402639985 2.208575002849102 1.1450533568859089 2.5538184680044678 2.1640378385782242 3.3228312693536282 0.74501814693212409 1.0636862516403196 3.2575304340571156 0.78550643846392532 10.215820480138065 3.1177491582930044 2.1253680996596813 52.484524786472321
leaf_count=28 124 43 292 61 22 21 42 37 33 36 48 55 36 30 104 17 20 32 12 20 14 29 4 16 36 24 140 28 53 1664
internal_value=0 -0.00124516 0.00037327 0.000861886 -0.0014345 -0.00153943 7.37053e-05 -0.000436979 -0.00162621 -0.000982988 -0.000555624 -0.000107583 0.00100344 -0.000694307 -0.00182431 -5.5407e-05 0.00173098 0.000542795 0.00208617 -0.000996409 0.00130147 -0.000504771 -0.00190582 -0.000905721 -0.00103862 -0.00202963 -0.00135999 0.000199944 -0.00111246 -0.0020705
internal_weight=0 97.6696 65.6951 45.0681 90.0843 86.2573 23.6343 16.6915 83.0558 19.5567 14.3422 11.566 7.58529 20.627 63.4991 2.79697 21.4338 4.93275 16.5011 12.2093 6.94275 8.9944 60.7021 6.68707 16.4562 54.015 13.1987 5.67157 5.73675 53.27
internal_count=3121 2300 821 587 2221 2199 231 156 2178 316 192 144 79 234 1862 50 356 52 304 119 75 77 1812 120 204 1692 168 48 89 1688
is_linear=0
shrinkage=0.00220885


Tree=118
num_leaves=31
num_cat=0
split_feature=1 12 4 0 13 1 39 4 48 4 159 12 4 43 14 12 159 2 0 151 47 48 14 2 403 1213 151 3 41 160
split_gain=16.5349 5.65919 5.38418 4.70133 3.9212 3.54189 3.1005 2.65249 2.62277 3.19496 2.58051 2.3888 2.4992 2.48776 2.26794 2.28551 2.09718 2.5962 2.52205 2.06572 1.83887 2.5399 2.15289 1.82404 1.89209 2.72873 1.72736 1.58556 1.47554 1.74003
threshold=0.094385000000000011 0.051320000000000005 0.23246000000000003 -0.060129999999999996 -1.0000000180025095e-35 0.077565000000000009 0.14059500000000003 0.053925000000000008 0.11951500000000001 -0.14723499999999998 -0.032739999999999991 0.10711000000000002 -0.49405499999999997 -0.17390999999999998 -0.10708499999999999 -0.029094999999999999 0.092630000000000018 0.10672500000000001 0.10455500000000001 -0.086654999999999982 0.090100000000000013 0.10396500000000002 0.018475000000000002 0.088850000000000012 0.03138500000000001 -1.0000000180025095e-35 0.13982000000000003 0.11296500000000002 0.08178500000000001 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 4 6 5 20 26 -3 19 9 -6 -5 12 13 -12 -11 -16 17 -14 -19 -7 22 -22 -2 24 -21 -26 27 -1 29 -4
right_child=1 2 28 10 8 7 -8 -9 -10 14 11 -13 16 -15 15 -17 -18 18 -20 23 21 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=-0.0021507011697818076 0.0024743398713813398 -0.0020190712887935823 -0.00054136680136715964 -0.0026844580331932717 -0.0021529566755678696 0.0009460408246339489 0.0026782951017714561 0.0015868936268741991 -0.0013820771248632441 -0.00091331807802629559 0.0013466130563594733 -0.0021848304147800146 0.0028810703478652504 -0.0023766498670078694 -0.00058165284251153969 0.0021752174410259385 -0.00083288382985472365 -0.0025969542976373495 0.0021836365480151355 -0.002235925774341369 -0.0011032406606379429 0.0025961531126518257 -0.0013348214377622107 -0.00015889086399127687 -0.0024857375670978969 0.0032424985873265181 0.0010292123346121438 0.00036431918011942756 -0.00086318218878939979 0.0020663498917045009
leaf_weight=39.730640085414052 12.665236132219434 11.025273082777858 2.1022666022181511 2.1234534643590477 1.9850816074758793 2.5527581572532716 0.88217101618647653 2.4111786037683478 4.5649344436824313 2.5602740049362174 1.6670855209231374 2.2157462928444138 4.7631586603820306 2.7874400075525072 2.1971381045877925 8.5518945157527906 2.2514289300888777 1.2411671560257675 1.3277162089943884 11.07360794208944 2.6051501855254164 1.8413869664072988 0.92553751543164331 5.1715585943311444 0.9769268985837698 0.95693704858422168 1.0808219742029894 1.512608554214238 2.4492246136069298 5.0858201980590803
leaf_count=1432 286 268 28 38 30 32 12 26 40 31 8 53 35 47 21 94 21 38 8 318 20 32 10 50 35 12 16 9 22 49
internal_value=0 0.000399904 -0.000586743 -0.00126244 0.000960827 -0.00156492 -0.00167106 -0.000806539 0.000221711 0.000700395 -0.00018487 0.000141686 0.000508902 -0.000983236 0.00112597 0.0016117 0.00120247 0.00182746 -0.000126127 -0.0010849 0.0017746 0.000428741 0.00221493 -0.00137009 -0.00185165 0.000348775 -0.00197961 -0.00205846 0.000752996 0.00130368
internal_weight=0 59.4414 21.5448 83.8442 37.8966 65.467 11.9074 23.143 19.8593 15.2944 18.3772 16.2537 14.038 4.45453 13.3093 10.749 9.58347 7.33204 2.56888 20.7318 18.0373 4.44654 13.5908 18.179 13.0075 1.93386 42.3241 41.2432 9.63731 7.18809
internal_count=3121 943 379 2178 564 1930 280 473 216 176 248 210 157 55 146 115 102 81 46 447 348 52 296 415 365 47 1457 1441 99 77
is_linear=0
shrinkage=0.00241102


Tree=119
num_leaves=31
num_cat=0
split_feature=12 4 1 13 3 15 48 4 2 457 47 14 48 11 3 52 41 16 130 2 13 15 0 1 51 474 0 0 4 402
split_gain=10.9332 4.84469 4.28348 3.67297 3.02221 2.49193 2.02302 2.40965 1.8739 2.01825 1.82516 2.50226 2.3942 1.63223 1.59671 1.65503 2.04974 2.07 1.6368 2.07189 1.50725 1.92678 1.46734 1.37824 1.20213 1.56526 1.25511 1.40115 1.28896 1.17651
threshold=0.051320000000000005 0.36766000000000004 0.092390000000000014 -1.0000000180025095e-35 0.14121000000000003 0.17980000000000004 0.12649500000000002 -0.15464999999999998 0.12043500000000001 0.083190000000000014 0.090100000000000013 0.019675000000000002 0.10396500000000002 0.087830000000000005 -0.10023499999999998 -0.12005499999999998 0.078475000000000017 -0.0083599999999999976 -0.082549999999999985 0.088475000000000012 -0.094514999999999988 0.090455000000000021 -0.10224499999999999 0.10312500000000001 -0.096089999999999981 0.084660000000000027 0.13134000000000004 -0.23091999999999999 -1.0000000180025095e-35 -0.50169499999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 24 10 5 14 7 -5 9 22 11 -4 -12 -3 15 -2 17 23 19 -16 21 -20 -9 -17 -1 26 27 -26 -29 -22
right_child=1 13 3 6 -6 -7 -8 8 -10 -11 12 -13 -14 -15 18 16 -18 -19 20 -21 29 -23 -24 -25 25 -27 -28 28 -30 -31
leaf_value=-0.0033639379327185847 -0.0030471091972226901 0.0032280594442819772 0.0032408539760198007 -0.0027890652878694066 0.001184083259626999 0.0010413599768614157 -0.0019434404586954267 -0.0014910662918453689 0.0036689731802060999 0.0026162425932215079 -0.0016876706843419692 -0.0027471174749383763 0.003421674290289368 -0.0001630484674443903 -0.0033542432613419362 -0.0024121605332031041 -0.0034751684381177433 0.0015069269724002658 -0.0017931524752164052 0.0030105423081392547 0.0016148347673204766 0.0033693530197165898 0.0013110719768940917 0.0017134482011723147 0.0010965081151512149 0.0018637233023174539 0.0006767708418707214 -0.00082955378849440412 -0.0033424751355559472 -0.0028358097089142193
leaf_weight=1.8129834644496465 3.7279974836856118 2.5001538619399062 11.009216858074065 1.8641696330159927 3.3982065208256236 2.787589155137538 3.9048332162201396 4.6645403169095507 2.430193778127431 3.4426786806434393 2.4043736457824703 0.77218484506011087 1.5658632740378378 3.5535266138613224 0.91104728449135963 3.6746425628662092 2.0896125389263025 4.8894213698804379 4.5554726608097473 1.2604493610560892 0.62486103735864063 0.89425606653094281 3.2986798882484427 1.0843126401305196 1.6834910232573737 2.2823265492916098 3.3955316841602317 4.1223906856030199 4.3245127722620973 35.749053592793651
leaf_count=57 124 43 296 32 22 21 36 47 43 39 20 8 32 36 33 82 48 55 106 17 24 14 34 7 16 21 24 47 69 1668
internal_value=0 -0.001515 0.000411253 0.00105674 -0.00176883 -0.00193003 0.000127761 0.000642892 0.00110529 0.000559057 0.00221298 0.00284839 0.000327457 0.00123747 -0.00206933 -0.00118061 -0.000587807 3.75283e-05 -0.00238175 0.000340209 -0.00252307 -0.000946027 -0.00033031 -0.00147215 -0.000883905 -0.00059948 -0.00101511 -0.0015822 -0.00211608 -0.00275935
internal_weight=0 71.7006 52.978 35.3567 65.6469 62.2487 19.6051 15.7003 13.8361 11.4059 15.7516 11.7814 3.97024 6.05368 59.4611 15.466 11.738 9.64838 43.9951 2.1715 41.8236 5.44973 7.96322 4.75896 17.6212 15.8083 13.5259 10.1304 8.4469 36.3739
internal_count=3121 2300 821 587 2221 2199 231 195 163 120 356 304 52 79 2178 316 192 144 1862 50 1812 120 81 89 234 177 156 132 116 1692
is_linear=0
shrinkage=0.00321554


Tree=120
num_leaves=31
num_cat=0
split_feature=1 52 12 47 50 3 128 3 14 159 484 133 123 43 4 49 16 48 48 45 4 43 160 0 16 2 160 16 16 403
split_gain=21.8103 6.5989 5.94362 4.62757 3.99961 3.88028 2.91823 2.74052 2.69143 2.57084 2.63136 2.5576 2.92383 3.33745 2.75052 2.48525 2.49291 2.41579 2.80104 2.09114 1.92557 1.85767 2.23068 1.55025 1.29838 2.31612 1.26212 1.79388 1.09187 0.969441
threshold=0.099195000000000019 -0.43320999999999993 0.083370000000000014 0.10019500000000002 0.11610000000000001 0.10732000000000001 0.086435000000000012 0.16158000000000003 0.062655000000000016 -0.029685 0.08660000000000001 -0.0061299999999999992 1.0000000180025095e-35 0.05259500000000001 0.0061450000000000003 -0.24768999999999997 -0.51370499999999997 0.12879500000000002 -0.088719999999999979 0.091170000000000015 -0.15764999999999998 -0.041739999999999992 -1.0000000180025095e-35 0.10455500000000001 0.042200000000000008 0.113445 0.086075000000000013 -0.022939999999999999 0.27252000000000004 0.03138500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 8 4 6 15 17 21 9 -1 11 -11 13 14 26 -4 -17 18 -3 24 23 22 -5 -18 -20 -26 27 -13 -29 -22
right_child=1 3 5 7 -6 -7 -8 -9 -10 10 -12 12 -14 -15 -16 16 20 -19 19 -21 29 -23 -24 -25 25 -27 -28 28 -30 -31
leaf_value=-0.0021455212594427963 -0.0021869393585110695 -0.00061258406404511784 0.00067133088848165591 -0.0018005724995912744 -0.0014264384878943186 0.00065136202641535824 -0.0016124814969180736 0.0019086249275920932 -0.0023276752903159904 -0.0017829631934505609 0.0016557823974654485 0.00052683418262675899 0.0015923433034347181 0.002140723161460586 0.00055625294210046462 0.00071094789679780601 0.00041235326098111613 -0.00032669967849079378 0.0020969646524667258 -0.00091851447150529861 -0.001993070347228597 -0.0014996544653635979 0.0010358693487703781 -0.0016242046999711873 -0.00025558058666772421 0.0022703282194939931 -0.0024784216276636513 -0.002407294069287501 -6.0027021597758839e-05 -0.0012678560312775196
leaf_weight=2.7075676601380136 3.6408968288451424 2.3983557857573023 2.1064439341425887 1.7599606141448019 2.581958854570984 3.6663198769092551 1.4790401197969902 2.0785312801599494 2.8281224444508544 4.0190712977200844 3.6362039297819129 2.5747376848012307 4.2551958225667468 2.0684404410421839 5.0327039323747149 1.9119376651942719 3.1411041244864455 3.2619956359267226 22.141573537141092 1.2434835322201241 42.294921020045877 6.1386447232216588 3.9457088261842719 3.4349882416427135 3.1458074711263171 3.2293453440070152 3.01271728053689 2.8905804641544739 1.2444231584668157 10.005438383668659
leaf_count=41 107 24 12 26 34 18 16 23 48 73 36 26 38 14 37 19 30 24 360 10 1513 67 38 42 41 46 30 45 19 264
internal_value=0 0.0005422 -0.00107886 0.000728262 0.00109451 -0.00144385 0.0012709 -0.000310311 -0.000369934 -0.000193838 -9.93408e-06 -0.000251265 4.07826e-05 -0.000351654 -0.000701046 -0.00156599 -0.00164352 0.0013913 0.00156557 0.0017411 -0.00171998 -0.000699707 0.000160946 -0.000651432 0.00185708 0.00102392 -0.00135187 -0.000846041 -0.00170089 -0.00185433
internal_weight=0 57.0453 100.831 53.4044 39.4816 66.5612 36.8996 13.9228 34.2698 31.4416 28.7341 25.0979 21.0788 16.8236 14.7552 62.8948 60.7884 35.4206 32.1586 29.7602 58.8765 11.8443 5.70567 6.57609 28.5167 6.37515 9.72246 6.70974 4.135 52.3004
internal_count=3121 816 2305 709 555 1898 521 154 407 359 318 282 209 171 157 1880 1868 505 481 457 1849 131 64 72 447 87 120 90 64 1777
is_linear=0
shrinkage=0.00209515


Tree=121
num_leaves=31
num_cat=0
split_feature=1 123 52 47 52 457 3 13 13 15 11 133 2 454 2 43 0 13 4 9 52 1 48 457 1 50 151 0 0 151
split_gain=28.1632 8.55453 5.4846 5.4494 4.49011 4.40324 4.16097 3.67143 3.20944 3.04166 3.84833 2.98165 2.55915 2.33022 1.98292 1.90777 1.77083 1.91463 1.75159 1.69911 1.62758 1.61273 1.51612 1.39476 2.07724 1.38175 1.29608 1.26161 2.40174 1.30824
threshold=0.104035 1.0000000180025095e-35 -0.43320999999999993 0.10648500000000001 0.13796000000000003 0.080930000000000016 -0.11255999999999998 -0.23438999999999996 -0.42195999999999995 0.024640000000000006 0.081790000000000015 -1.0000000180025095e-35 0.089775000000000008 0.085470000000000004 0.11448000000000001 -0.041739999999999992 -0.14920999999999998 0.25761500000000009 0.076415000000000025 -1.0000000180025095e-35 -1.0000000180025095e-35 0.077845000000000011 0.082620000000000013 0.092475000000000016 0.083135000000000014 0.10965000000000001 -0.00099499999999999979 -0.10011499999999998 -0.10224499999999999 -0.27559499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 -2 4 16 6 9 -5 -8 10 21 -3 23 19 -6 18 20 25 -9 -10 -4 -1 -14 24 -7 -18 -22 28 -21 -29
right_child=2 11 3 7 14 12 8 15 13 -11 -12 -13 22 -15 -16 -17 17 -19 -20 27 26 -23 -24 -25 -26 -27 -28 29 -30 -31
leaf_value=3.5225339852890325e-05 -0.002060232733575426 -0.0015437928231097518 -0.00075964504618605301 0.0022232620733294226 -0.0017889491719381963 -0.0016949730157222044 0.00030614512304457476 -0.0012035637504286658 0.00099291536571745613 -0.0017203542615504559 -0.0018815195485689547 0.0012935422930669311 -0.00038522242597656647 0.00082894422768263433 0.00067630070517240789 -0.0014919059816318936 0.0018918014187179577 -0.00029322369714466714 0.0009649964105386251 -0.0014339707784804955 0.00014737356829112928 0.001699006374053765 0.0015000376217804078 -0.0022291356676596204 0.0010807040604894228 -2.6061594483265096e-06 0.0019892238627975721 -6.1476198976855343e-05 0.0010760311634152218 -0.001828119662373785
leaf_weight=5.9363024979829806 2.7898352723568669 1.7463743388652799 2.4291074052453041 1.8883014321327198 2.6083264723420134 2.0998954959213716 3.5433455072343341 2.410512324422597 0.92643601447343726 5.2755656093358985 2.9972203113138667 7.4752344675362092 2.8027761802077293 1.4889766462147225 2.3896544128656387 5.9591525793075553 22.698884785175334 1.8521541357040394 3.4775051213800907 12.221245864406226 2.7021542564034462 3.5636490061879158 3.8980937637388706 2.3145173154771328 2.0237111002206802 1.5736699067056168 3.177476059645409 1.643455997109412 1.6543738171458233 63.776164764538407
leaf_count=42 68 21 16 21 26 31 21 31 5 91 54 74 38 13 20 56 331 16 27 164 28 29 22 38 14 15 36 28 25 1720
internal_value=0 -0.00105624 0.000611772 0.000751981 0.0011214 -0.00120012 -0.00133605 -0.000308525 -0.00151544 -0.000475526 4.99667e-05 0.000756212 -0.000134258 -0.00159443 -0.000610254 -0.000712062 0.00137274 0.00162278 7.72034e-05 -0.00163941 0.000586573 0.000659348 0.000711489 -0.00101452 -0.000332775 0.00176898 0.00114275 -0.00167017 -0.00113471 -0.00178374
internal_weight=0 125.387 55.9567 53.1669 39.4314 116.166 103.027 13.7355 85.254 17.7727 12.4972 9.22161 13.139 81.7107 4.99798 11.8472 34.4334 26.1247 5.88802 80.2217 8.30874 9.49995 6.70087 6.43812 4.12361 24.2726 5.87963 79.2952 13.8756 65.4196
internal_count=3121 2430 691 623 488 2335 2192 135 1976 216 125 95 143 1955 46 114 442 362 58 1942 80 71 60 83 45 346 64 1937 189 1748
is_linear=0
shrinkage=0.00195506


Tree=122
num_leaves=31
num_cat=0
split_feature=4 12 151 9 151 3 50 47 3 132 15 376 133 2 457 52 1 16 457 1 48 133 4 2 1 2 158 0 159 0
split_gain=24.3679 10.6076 7.89126 6.22123 5.48253 5.20917 4.94058 4.03591 3.3639 3.08341 2.49464 2.43451 2.44226 1.93543 1.86552 1.44045 1.26177 1.99288 0.838666 1.76621 1.09352 0.740602 0.922486 0.621435 1.22214 0.740319 0.580843 0.660373 2.31336 1.05964
threshold=0.27834500000000006 0.051320000000000005 -0.27559499999999998 -0.036024999999999995 -0.086769999999999986 0.30112000000000005 0.11875500000000001 0.12794000000000003 0.14121000000000003 0.081465000000000024 0.19724500000000003 0.049360000000000008 0.085075000000000026 0.092365000000000017 0.093100000000000002 -0.0092699999999999987 0.111945 -0.54165499999999989 0.080930000000000016 0.083135000000000014 0.087310000000000013 -1.0000000180025095e-35 0.10637500000000001 0.10981000000000002 0.12656000000000003 0.081135000000000013 0.084765000000000021 -0.060129999999999996 0.082105000000000025 -0.053834999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 -1 13 9 7 16 10 11 18 14 -13 -5 21 -7 17 -4 26 20 -20 -6 23 25 -25 -23 27 -3 29 -29
right_child=2 8 6 4 5 15 -8 -9 -10 -11 -12 12 -14 -15 -16 -17 -18 -19 19 -21 -22 22 -24 24 -26 -27 -28 28 -30 -31
leaf_value=0.0022888315446726679 -0.0027065654135108104 -0.0019797872487531559 0.0023534205651256292 -0.00027786232469861763 -0.0025486168439935175 0.002243291167676474 -0.0018524461756278601 -0.0018743773947393638 0.00016077104104913494 0.00054178105844047172 3.4715382654655407e-05 -0.0013966952415139372 0.0014225246117464062 0.0021292809902286407 -0.00040466357086612318 -0.00043253843185540354 0.0021840629611793376 -3.4554532877390124e-05 -0.0023059782206713876 0.00048540816916225137 -0.0003586572872628812 -0.0012949731965913407 -0.0005246805674822781 -0.00018390973344594797 -0.0021638885221742549 -0.0022129883938787113 -0.0023371331424448011 -0.00020973788304237272 0.00072333808702009113 -0.0019433020768857823
leaf_weight=2.6124760396778575 2.5251607596874264 96.991846229881048 2.5953567959368229 2.6887353286147109 5.2432263977825633 2.2055376730859284 2.0806374698877326 1.3868718370795239 3.4580249749124041 3.3595020510256282 2.788084387779235 3.0102143920958033 2.2486651055514812 2.9172321613878012 4.2642208039760581 1.3637866303324688 10.59384313225746 3.3579979613423445 4.6331323534250242 1.8336947485804556 1.6339465342462061 4.8534245435148575 2.5026908740401259 2.5479263700544825 2.6787535697221756 15.215958692133425 15.127152666449545 1.626160517334944 1.6877965256571759 16.09956668689847
leaf_count=47 15 1632 38 24 51 38 14 10 22 34 18 20 31 43 25 17 228 35 62 18 14 36 15 25 18 139 223 20 13 196
internal_value=0 -0.00153994 0.00070281 -0.000797199 -0.000943518 -0.00116079 0.00113295 0.00147931 -0.00183378 -0.0013459 -0.00188221 -0.00149489 -0.000191214 0.000974766 -0.00167866 0.0012209 0.00176039 0.00100648 -0.00192049 -0.00128134 -0.00179827 -0.00184308 -0.00171001 -0.00182728 -0.00119868 -0.00199098 -0.00195985 -0.00191082 -0.00156626 -0.00178426
internal_weight=0 203.592 22.5399 57.7124 55.0999 49.4939 20.0147 17.9341 145.879 45.9246 142.421 42.5651 5.25888 5.60597 37.3062 3.56932 16.5472 5.95335 139.633 8.10077 6.26708 33.042 27.7988 25.2961 5.22668 20.0694 131.533 116.405 19.4135 17.7257
internal_count=3121 2781 340 563 516 449 325 311 2218 394 2196 360 51 67 309 55 301 73 2178 94 76 284 233 218 43 175 2084 1861 229 216
is_linear=0
shrinkage=0.00204667


Tree=123
num_leaves=31
num_cat=0
split_feature=1 12 12 3 3 39 16 48 50 15 47 38 42 160 52 3 42 49 52 1 13 52 43 1186 43 48 48 16 474 0
split_gain=21.9511 6.36068 5.86702 4.37355 4.05761 3.76654 3.88664 4.14479 5.13085 2.78455 2.46747 2.4314 2.41331 2.76965 2.32193 2.27832 2.38661 2.10048 1.74353 2.8015 2.49087 2.05299 1.62003 1.56769 2.10918 1.55636 1.43678 1.69357 2.29578 1.40854
threshold=0.10089500000000001 -0.064509999999999984 0.083370000000000014 0.16158000000000003 0.10732000000000001 0.15619500000000003 0.062650000000000025 0.12649500000000002 0.10965000000000001 0.083195000000000005 0.096475000000000019 0.10657000000000001 -0.091964999999999977 -0.079279999999999975 0.19022000000000003 -0.10023499999999998 0.084635000000000016 -0.23360999999999996 0.084505000000000011 0.077565000000000009 -0.080759999999999985 -0.087284999999999988 -0.11008499999999999 0.085175000000000015 -0.0011349999999999999 0.099800000000000014 0.086260000000000017 -0.056919999999999991 0.083855000000000013 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 11 9 5 15 6 7 8 10 14 12 -2 -3 -14 18 16 25 -17 19 29 -21 -22 -18 -19 -25 -4 27 -23 -29 -1
right_child=1 3 4 -5 -6 -7 -8 -9 -10 -11 -12 -13 13 -15 -16 17 22 23 -20 20 21 26 -24 24 -26 -27 -28 28 -30 -31
leaf_value=-0.0021365520871300635 0.0022225501383255847 -0.0010811406718622043 -0.0019398499098940713 0.001966936413324486 0.00070609328843092929 0.002840327988470572 -0.001639467523007703 -0.0018685732676646952 -0.0023975742409129068 -0.0024567097156359477 -0.00071135724262498361 -0.00058574938902981898 -0.00025812413604239809 0.0023008727470295418 -0.0026838969272870964 0.00055445360747227376 0.0015768027565663506 -0.0021238191149885927 0.0011316921329437954 0.0019569534595827785 -0.0018540849495973892 0.0018590153679899216 -0.001202995286558251 -0.0024081143829458207 0.0018654903993213035 0.00081244474252351647 -0.00095326504242484653 -0.0015730551688900537 0.0016310705859393076 8.1035024513496511e-05
leaf_weight=5.6391417477279902 11.837150748819111 1.8273457549512429 8.2423819545656425 5.4297992326319209 3.6647932380437842 1.9751817248761643 9.545144332572816 4.7058314979076377 2.7591516673564902 3.4900002814829341 3.735632123425602 1.8557273745536793 2.8414086513221308 9.7618270479142648 2.0226729027926913 1.6736631244420994 2.6533788554370403 51.777701310813427 4.6200537718832484 3.0910810977220633 3.3953408952802464 3.6400411240756538 1.8526123017072667 1.1842467375099661 1.2199988774955262 1.2284335605800141 4.1467026583850393 2.7314543649554066 2.0272256620228291 2.0258224084973397
leaf_count=101 234 15 144 83 18 23 160 39 38 69 29 18 25 116 27 9 24 1641 35 31 53 23 24 29 12 13 29 26 18 15
internal_value=0 0.000489546 -0.00126119 5.46511e-05 -0.00163357 -0.000224835 -0.000396946 6.57729e-05 0.000500781 -0.000518078 0.000940994 0.00184196 0.00136874 0.00172395 -0.000315141 -0.00175635 -0.000932672 -0.00196246 -0.00016215 -0.000386057 8.28956e-05 -0.000280504 0.000433905 -0.00204021 -0.000239537 -0.00158286 0.000145376 0.000687809 -0.000208079 -0.00155045
internal_weight=0 56.2742 110.327 42.5813 73.4972 37.1515 35.1763 25.6312 20.9254 36.8295 18.1662 13.6929 14.4306 12.6032 33.3395 69.8324 13.9768 55.8556 31.3169 26.6968 19.0318 15.9408 4.50599 54.1819 2.40425 9.47082 12.5454 8.39872 4.75868 7.66496
internal_count=3121 780 2341 528 1914 445 422 262 223 427 185 252 156 141 358 1896 205 1691 331 296 180 149 48 1682 41 157 96 67 44 116
is_linear=0
shrinkage=0.00228112


Tree=124
num_leaves=31
num_cat=0
split_feature=1 12 12 3 3 39 16 48 50 128 14 52 484 123 12 4 43 48 15 150 12 150 1 160 16 15 43 0 130 394
split_gain=11.8255 3.7181 3.61681 2.81545 2.66908 2.84517 2.8857 2.96526 3.83313 2.35194 2.08708 1.9571 2.06808 1.99482 2.08876 2.04334 1.99736 1.8695 2.6477 2.61315 1.77526 1.7703 1.58906 1.7398 1.44077 1.48695 1.44796 2.12201 1.69922 1.58018
threshold=0.10089500000000001 -0.064509999999999984 0.083370000000000014 0.10732000000000001 0.16158000000000003 0.15619500000000003 0.062650000000000025 0.12649500000000002 0.10965000000000001 0.09445000000000002 0.062655000000000016 0.19022000000000003 0.08660000000000001 1.0000000180025095e-35 -1.0000000180025095e-35 0.0061450000000000003 -0.079109999999999986 0.091545000000000015 -0.037864999999999989 0.084680000000000019 0.11734000000000001 0.087380000000000013 0.111945 -0.078564999999999982 -0.51370499999999997 0.19724500000000003 -0.17390999999999998 -0.077999999999999986 -0.44390499999999994 -0.43358499999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 9 10 17 5 6 7 8 20 -2 11 12 13 14 -1 21 -15 24 19 -19 22 -16 23 -3 -4 26 27 -26 -28 -30
right_child=1 4 3 -5 -6 -7 -8 -9 -10 -11 -12 -13 -14 16 15 -17 -18 18 -20 -21 -22 -23 -24 -25 25 -27 28 -29 29 -31
leaf_value=-0.0030735637872848919 0.0026520787147549848 -0.0021076384661811837 0.0001087535452139669 0.00080585606449496056 0.0024387905791547521 0.0038579019161935619 -0.0021068796537767388 -0.0023204992060181276 -0.0031721252028447532 -0.0031309239411002276 -0.0034402706113874498 -0.003612689489003746 0.0022829399604563897 0.0031244948547067813 -0.00055207316279737187 0.0011347880379261204 -0.00089007329291744433 -0.0032489983481036313 0.0023721297620549792 0.0037763686689305403 -0.0018140066781358018 -0.0037378014594149269 0.0028910946527678167 0.0014585789500599776 -0.0032513386231918431 0.0021764690550544019 0.0037517847168268459 0.0011865213093951346 0.0027678200124657266 -0.0028885686714034613
leaf_weight=3.6004631817340984 9.2358456198126042 1.6932505443692312 2.2278732918202868 3.4226004481315604 4.0671775694936505 1.5624310541898001 7.8210051767528048 3.9985220283269873 2.2266673035919657 0.74491063505411226 2.334653320722281 1.7049691174179304 3.0284896716475478 2.6910813488066196 7.5710952784866112 5.3519477806985369 2.2141649462282649 3.0391666609793906 2.0813243966549626 0.62580762617290009 1.6796208955347527 2.2084418572485447 5.5329860616475335 6.4427805021405238 1.9273127261549232 0.66327189654111762 0.39045630395412345 2.3362471312284461 0.49058793485164542 36.551277279853821
leaf_count=70 246 16 22 18 83 23 160 39 38 6 49 30 37 33 124 37 28 128 16 9 20 19 77 72 70 4 3 36 10 1598
internal_value=0 0.00053476 -0.00145214 -0.00194178 5.43916e-05 -0.000258872 -0.000477692 0.000112926 0.00066655 0.00222047 -0.000594928 -0.000360781 -0.000152859 -0.000464943 -0.000930359 -0.000420394 0.00131237 -0.00212862 -0.000447905 -0.00204939 0.00122344 -0.00127148 0.00159667 0.000716387 -0.00234522 -0.00247429 -0.00254827 -0.000819583 -0.00274517 -0.00281365
internal_weight=0 45.0052 84.4612 53.7559 35.0244 30.9573 29.3948 21.5738 17.5753 9.98076 30.7053 28.3707 26.6657 23.6372 18.7319 15.1315 4.90525 50.3333 5.7463 3.66497 15.3486 9.77954 13.669 8.13603 44.587 42.3592 41.6959 4.26356 37.4323 37.0419
internal_count=3121 780 2341 1914 528 445 422 262 223 252 427 378 348 311 250 180 61 1896 153 137 185 143 165 88 1743 1721 1717 106 1611 1608
is_linear=0
shrinkage=0.00313075


Tree=125
num_leaves=31
num_cat=0
split_feature=1 47 12 52 3 50 128 51 48 48 4 3 49 474 129 43 3 376 42 42 41 16 12 4 52 15 160 1 13 403
split_gain=22.4974 6.15078 5.91047 5.75152 4.30936 3.42118 2.84407 2.7625 2.4783 2.74979 2.46178 2.12768 1.83318 1.82167 2.19063 2.19657 1.68229 1.6538 1.84326 1.58139 2.01339 1.49798 1.49393 1.36521 1.25239 1.22673 1.22588 2.64827 1.18005 1.0868
threshold=0.10089500000000001 0.087885000000000019 0.079890000000000017 -0.40967499999999996 0.097915000000000016 0.11610000000000001 0.086435000000000012 -0.096089999999999981 0.12879500000000002 -0.08595499999999999 0.40124500000000002 0.16158000000000003 -0.24768999999999997 0.086280000000000009 0.084115000000000009 -0.079109999999999986 -0.097604999999999983 0.080200000000000007 -0.085499999999999979 -1.0000000180025095e-35 0.078475000000000017 -0.093244999999999981 -0.085119999999999987 -0.42529999999999996 -0.010034999999999999 -0.15026499999999995 -0.080409999999999995 0.111945 0.24394000000000002 0.03138500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 7 -2 10 6 8 -1 9 -5 12 17 -4 14 15 24 19 18 -3 -14 21 -21 -17 -23 -9 -20 27 -11 -28 -18
right_child=1 11 4 5 -6 -7 -8 13 -10 26 -12 -13 16 -15 -16 22 29 -19 25 20 -22 23 -24 -25 -26 -27 28 -29 -30 -31
leaf_value=-0.0023165578379123401 -0.0022787411733841555 0.0012242916395442504 0.00023250361864862094 -0.00063046356634098545 0.00068426231900493156 -0.0013536075792765453 -0.001578008631346874 0.0021416651029216851 -0.00027569908326999395 -0.00075246505801766729 0.0018661811304392327 0.0012559961295323071 -0.002282392637650395 0.0016358321496508497 -0.0025170679442091527 -0.0020590201221355356 -0.0020765366216084933 0.0009768458929358926 4.1852301500796834e-06 -0.0017990122884361686 -0.0024264186725800273 -0.0010187102972137015 -0.00030979365646183345 0.00095605377712678079 0.00017375553063335713 -0.0017791925595338663 0.0022638393053581135 0.0022095932905402691 0.00013191259233984013 -0.0012795859688031395
leaf_weight=3.2366037126630536 2.4029506258666506 1.3757927268743504 2.2909651920199385 2.2122328430414226 3.991458185017108 2.3337866105139247 1.4833326525986184 2.4150199256837368 3.3376089185476294 2.3909174390137258 0.93690792471170325 2.5889990776777259 4.1686796378344324 2.3523333072662345 2.0558120012283316 2.7115511409938469 43.80835990048945 1.9760677739977826 2.2583728693425646 2.2669660225510597 2.5858334545046082 2.6168626956641674 15.548091407865273 4.5064450763165933 4.1698992140591242 9.483415190130474 20.049245063215494 3.5419220440089703 1.3078788593411435 9.9252579845488054
leaf_count=69 68 9 14 22 20 29 13 25 24 24 9 27 114 22 26 33 1454 20 20 24 41 32 140 40 32 123 329 60 12 246
internal_value=0 0.000498756 -0.00118819 0.000980484 -0.00151603 0.00119413 0.00136737 -0.000410212 0.00150041 0.00170134 -0.00163616 -0.000565352 -0.00168163 -0.000199288 -0.000359763 -0.000181252 -0.00174438 -0.000877766 -0.00115715 -0.00112882 -0.000727284 -0.000259388 -0.000569553 0.000230592 0.000895487 -0.00143618 0.00189036 0.00101589 0.00213328 -0.00192933
internal_weight=0 56.7425 109.587 39.0599 77.0977 36.6569 34.3231 32.4893 32.8398 29.5022 73.1063 17.6826 72.1694 29.2527 26.9004 24.8446 69.8784 15.0936 13.1176 16.1448 11.9761 9.39027 18.2596 7.12331 6.58492 11.7418 27.29 5.93284 21.3571 53.7336
internal_count=3121 780 2341 581 1994 513 484 347 471 447 1974 199 1965 278 256 230 1951 172 152 251 137 96 173 72 57 143 425 84 341 1700
is_linear=0
shrinkage=0.00217462


Tree=126
num_leaves=31
num_cat=0
split_feature=1 52 12 47 3 50 15 48 1 14 159 50 147 376 12 2 4 0 0 49 3 52 133 4 47 42 11 403 129 1
split_gain=20.7109 6.30981 5.66953 5.24627 3.82136 3.44649 3.41335 3.74136 3.29165 2.38869 2.10514 2.87828 2.09506 2.15451 2.36594 2.29008 2.27795 2.25219 2.21496 2.03864 2.09771 2.0144 1.97204 2.43285 1.99604 1.81315 1.74261 1.29526 2.70348 2.38094
threshold=0.099195000000000019 -0.43320999999999993 0.083370000000000014 0.087885000000000019 0.10732000000000001 0.11843500000000001 0.035560000000000008 0.12879500000000002 0.11146500000000002 0.062655000000000016 -1.0000000180025095e-35 0.089280000000000012 0.08598500000000002 0.049360000000000008 -0.042789999999999988 0.10855000000000002 -0.46376499999999993 -0.070154999999999981 -0.10096999999999999 -0.24768999999999997 -0.097604999999999983 0.13796000000000003 -1.0000000180025095e-35 0.24564500000000003 0.12119500000000001 -1.0000000180025095e-35 0.081790000000000015 0.03138500000000001 0.08888500000000002 0.08844500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 9 5 19 6 7 21 -8 12 -5 22 13 14 -1 16 -16 18 -18 -4 25 -3 -12 -24 -25 -21 -27 -22 29 -29
right_child=1 3 4 10 -6 -7 8 -9 -10 -11 11 -13 -14 -15 15 -17 17 -19 -20 20 27 -23 23 24 -26 26 -28 28 -30 -31
leaf_value=-0.002373245596647935 -0.0025761201608379527 0.0023334044656917472 0.00056546529860324263 -0.0022649445724049586 0.00075603695651406779 -0.0017717074001411552 -0.0023446165698101122 -0.0016197173826325629 0.0011951201767746444 -0.0027238654921118016 -0.0026576882371423184 0.002378368829792696 0.0018839152429248351 0.0012528624261969796 -0.0029291185753005824 0.0019837674499577911 -0.0001957877578718375 0.0021853252900491094 -0.0026391758755198551 -0.0025805995793950578 -0.0023774949506712782 0.00012370072073902182 -0.0017104113471705412 0.0021801949930955553 -0.00090637435342060446 -1.1702113510468564e-05 -0.0026762048483423132 -0.0025851338446200595 0.0016990068562716784 0.0011039626923342889
leaf_weight=4.4726766869425871 3.6716863531619301 23.290199600160129 2.0399341434240332 2.9971336275339153 3.5891553014516822 2.1192308738827697 2.4979367628693572 1.7665705904364575 4.4732406325638294 2.6845699101686469 2.1379350088536748 2.5635675452649584 2.4770261794328681 3.7932852879166594 2.3853518813848629 2.2107747942209235 11.430579880252493 1.8969229832291414 2.8226180467754594 3.5657286103814831 39.209190404042602 2.8221239000558844 3.2137535437941516 3.3498457372188568 2.0671868771314621 7.8419354110956174 1.8511068820953367 6.1421218011528236 1.4923698771744964 1.2919388003647325
leaf_count=65 107 405 12 49 18 26 26 10 40 48 17 30 25 37 47 15 91 16 63 107 1416 27 33 26 20 75 34 182 26 28
internal_value=0 0.000555882 -0.00130604 0.000771642 -0.00172352 0.00128669 0.00147267 0.00185923 -7.32507e-05 -0.000487258 -0.000394403 2.61002e-05 -0.00029658 -0.000482747 -0.000743808 -0.000392518 -0.000675944 -0.000343153 -0.000679662 -0.00186382 -0.00194453 0.00209459 -0.000533873 -7.78247e-06 0.00100233 -0.00107457 -0.00052055 -0.00218416 -0.00133496 -0.00194402
internal_weight=0 56.9704 101.197 53.2987 67.0235 36.9693 34.8501 27.8789 6.97118 34.1738 16.3294 13.3323 31.4892 29.0122 25.2189 20.7462 18.5355 16.1501 14.2532 63.4343 61.3944 26.1123 10.7687 8.63079 5.41703 13.2588 9.69304 48.1356 8.92643 7.43406
internal_count=3121 816 2305 709 1898 534 508 442 66 407 175 126 359 334 297 232 217 170 154 1880 1868 432 96 79 46 216 109 1652 236 210
is_linear=0
shrinkage=0.00247009


Tree=127
num_leaves=31
num_cat=0
split_feature=12 4 1 13 3 15 3 1446 47 48 0 0 48 41 48 457 1 1186 16 51 474 1212 0 0 133 160 403 52 42 49
split_gain=11.2901 5.01043 4.13493 3.66549 2.81052 2.23732 1.98969 1.85919 2.11459 2.1601 1.69643 2.34763 1.79237 1.61274 1.57096 2.12802 1.71859 1.3315 2.48906 1.23796 1.45164 1.18381 1.12756 1.17318 1.11589 1.37409 2.38312 4.81041 4.22414 5.0085
threshold=0.051320000000000005 0.36766000000000004 0.092390000000000014 -1.0000000180025095e-35 0.14121000000000003 0.17980000000000004 -0.045649999999999989 0.08826500000000001 0.090100000000000013 0.10396500000000002 -0.060129999999999996 -0.053834999999999994 0.091545000000000015 0.08178500000000001 0.12649500000000002 0.093100000000000002 0.10538500000000002 0.085175000000000015 -0.091114999999999988 -0.096089999999999981 0.084660000000000027 -0.50120999999999993 0.13134000000000004 -0.23051499999999997 -0.0061299999999999992 -1.0000000180025095e-35 -1.0000000180025095e-35 -1.0000000180025095e-35 0.092145000000000019 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 19 7 5 10 -5 8 -4 -10 17 -12 -13 -3 15 16 -8 21 -19 -1 22 -2 23 -21 -23 -26 -27 -28 29 -29
right_child=1 13 3 6 -6 -7 14 -9 9 -11 11 12 -14 -15 -16 -17 -18 18 -20 20 -22 24 -24 -25 25 26 27 28 -30 -31
leaf_value=-0.0033052980392663761 0.0020271747421037501 0.0024663926363679301 0.0031211786473974417 0.0030412828283768421 0.00098853199691644736 0.00080947989646889314 -0.0018968931809854748 -0.0022835904850256553 -0.0014931566873612326 0.0033486769230039542 0.0027768888320933481 -0.0021594050718349786 0.00092100211403809329 -0.00087011397285825928 -0.0020758357228665091 0.0026596698537195195 0.00062222429847613779 0.0039595380573799422 -0.0033253452652110375 0.00038297596987349496 0.0017289390897553764 -0.0032238113739758941 0.00056082809947847372 -0.0021263522863093644 -0.0029739099900783039 -0.0032354669957831896 -0.0027988993563525587 -0.0023257662156396242 -0.0034530423009399734 0.004533005863043219
leaf_weight=1.8713816311210418 0.58548378199338813 3.7910275328904381 10.824408451095218 2.0443221423774984 3.4529930874705306 2.8304752856492987 4.5029793307185191 0.89431803673505861 2.351022116839887 1.5078983865678308 1.4274947186931957 9.0446514682844263 2.378586256876587 2.3334834985435009 3.7106716930866233 2.8703417275100938 6.7441132199019194 0.92630510777235031 0.94437330029904731 2.4527424480766049 2.3016087487339965 14.31609150581061 3.5050632096827021 7.6562192533165208 12.624709242954845 6.2749055717140427 6.4962307866662661 1.5248293634504078 1.5928148832172153 3.4935181774199213
leaf_count=57 21 57 295 40 22 21 57 10 19 32 28 206 27 22 35 32 67 11 30 21 21 607 24 111 537 321 261 23 50 56
internal_value=0 -0.00154015 0.000366366 0.000989706 -0.00178683 -0.00193549 9.07518e-05 0.0021365 0.00240572 0.000398821 -0.00206156 -0.0010409 -0.00151799 0.00119516 -0.000247581 0.000232963 -0.00038635 -0.00233045 0.000281915 -0.000875969 -0.000590325 -0.00243463 -0.000982424 -0.00151751 -0.00249102 -0.00216326 -0.00163525 -0.000869174 0.001027 0.00244896
internal_weight=0 74.038 53.2371 35.4501 67.9135 64.4605 19.8724 15.5776 14.6833 3.85892 61.63 12.8507 11.4232 6.12451 17.8281 14.1174 11.2471 48.7793 1.87068 17.787 15.9156 46.9086 13.614 10.109 46.3231 32.007 19.3823 13.1074 6.61116 5.01835
internal_count=3121 2300 821 587 2221 2199 231 356 346 51 2178 261 233 79 191 156 124 1917 41 234 177 1876 156 132 1855 1248 711 390 129 79
is_linear=0
shrinkage=0.00315758


Tree=128
num_leaves=31
num_cat=0
split_feature=12 1 1 13 16 3 3 42 41 3 49 160 160 12 1446 47 48 15 47 3 1 0 403 42 457 1 0 51 51 12
split_gain=9.79574 4.47643 3.52429 3.2829 2.76309 2.37324 2.25489 2.0747 2.16055 2.49082 1.95966 1.8547 1.87486 2.40013 1.85423 1.98686 1.90747 1.74658 2.48227 1.54619 1.50759 1.27611 1.26263 2.19639 1.25531 1.20936 1.17718 1.15975 1.46392 1.81251
threshold=0.051320000000000005 0.13075500000000004 0.092390000000000014 -1.0000000180025095e-35 -0.16927999999999996 0.097915000000000016 -0.097604999999999983 -1.0000000180025095e-35 0.078475000000000017 -0.23446499999999998 -0.23360999999999996 -1.0000000180025095e-35 0.08443500000000001 0.091200000000000017 0.089210000000000025 0.090100000000000013 0.086665000000000006 0.035560000000000008 0.096475000000000019 0.12178000000000001 0.10508500000000001 -0.11756999999999999 0.03138500000000001 -0.090989999999999988 0.083570000000000019 0.12337000000000002 -0.053834999999999994 -0.096089999999999981 0.08955500000000001 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 27 14 11 6 7 -6 9 -9 -8 -2 13 -13 15 -4 -17 18 19 20 24 -15 -12 -24 -5 -20 -3 -1 29 -29
right_child=1 26 3 17 5 -7 10 8 -10 -11 22 12 -14 21 -16 16 -18 -19 25 -21 -22 -23 23 -25 -26 -27 -28 28 -30 -31
leaf_value=-0.0029285496976890132 -0.002634248980424784 0.0037055490078705222 0.0027397972942894352 -0.00066053899430551706 -0.0031134115086363635 0.00061423595919235952 0.0015234046830998633 -0.0029218967290305419 -0.0030730879447517204 0.00079242632387800096 -0.0026808083612784323 0.002930587347343124 -0.0020740697072714588 -0.0017977057524051218 -0.0022718213641431087 -0.002113489395302206 0.0019855480728473251 -0.0020041748575763078 -0.0025096711451242427 -0.00083958143541635591 0.0028862684204841176 0.00073879640965342783 0.0026920634473303886 -0.0019749489826617127 0.0023072514980684703 0.00019607393076129928 0.00040661851258035287 -0.00135015862291738 -0.0024913368291907831 0.00076559662231241721
leaf_weight=1.7002757769078041 2.3755585178732863 1.4648198299109938 10.001560477539892 2.6948630921542698 2.8915470195934168 3.1043042764067641 1.0251082628965367 1.7457411345094422 2.0441252095624796 7.7682987060397863 27.559721757657826 2.6479634754359704 2.4957313351333132 2.5409315135329944 0.81623272970318872 1.4997128061950218 2.2276210840791464 2.7370595317333928 2.6652584224939337 2.4160768352448931 4.3242457620799541 4.0809769984334725 0.93183228373527516 5.467156045138835 1.9318941645324228 2.5538574755191803 2.0479592736810437 5.4755498562008134 2.4236192479729644 7.6811530385166398
leaf_count=57 59 24 297 30 114 18 7 71 42 88 1481 24 43 24 8 12 39 29 30 24 76 38 23 211 18 24 33 82 33 62
internal_value=0 -0.00130925 0.000307489 0.000834328 -0.00147211 -0.00176886 -0.00191851 -0.000984755 -0.000452221 0.000110881 -0.00230419 -0.000369622 8.76225e-05 0.000669616 0.00184263 0.00208725 0.000336278 7.53507e-05 0.000418515 0.00115507 0.00169347 -0.0002345 -0.00241974 -0.00129533 0.000578657 -0.00118568 0.00178226 -0.000725067 -0.000484602 -0.000114937
internal_weight=0 70.1918 51.149 33.8684 66.679 52.5378 49.4335 14.4497 11.5582 9.51404 34.9838 14.1412 11.7656 9.26987 14.5451 13.7289 3.72733 19.3233 16.5862 11.3671 8.951 6.62191 33.9587 6.39899 4.62676 5.21912 3.51278 17.2806 15.5803 13.1567
internal_count=3121 2300 821 587 2243 2055 2037 315 201 159 1722 188 129 86 356 348 51 231 202 148 124 62 1715 234 48 54 57 234 177 144
is_linear=0
shrinkage=0.00280982


Tree=129
num_leaves=31
num_cat=0
split_feature=4 12 151 9 151 50 3 47 3 132 48 13 2 15 1 16 150 457 1 48 376 3 12 52 48 0 13 11 0 133
split_gain=17.4747 8.62845 6.6523 5.41027 4.53296 4.40222 3.69955 2.97568 2.5685 2.56565 2.02244 2.19261 1.89814 1.69216 1.59221 2.25852 1.3717 1.00456 2.03778 1.18396 0.926068 0.902954 0.666517 1.14185 0.609016 0.605701 0.57775 1.17976 1.32666 1.31697
threshold=0.27834500000000006 0.051320000000000005 -0.27559499999999998 -0.036024999999999995 -0.086769999999999986 0.11875500000000001 0.31299000000000005 0.12794000000000003 0.14121000000000003 0.081465000000000024 0.090390000000000012 -0.0044799999999999987 0.092365000000000017 0.19724500000000003 0.111945 -0.54165499999999989 0.097810000000000022 0.080930000000000016 0.083135000000000014 0.088875000000000023 0.049360000000000008 0.10542000000000001 -0.015429999999999998 -0.0064899999999999992 0.094925000000000023 -0.10011499999999998 -0.094514999999999988 1.0000000180025095e-35 -0.084269999999999984 -0.0061299999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 -1 12 7 9 14 13 10 20 -12 -5 17 15 -4 -13 26 19 -19 21 22 -6 -24 -8 -25 27 28 29 -3
right_child=2 8 5 4 6 -7 24 -9 -10 -11 11 16 -14 -15 -16 -17 -18 18 -20 -21 -22 -23 23 25 -26 -27 -28 -29 -30 -31
leaf_value=0.0024940312453437148 -0.0028292942574968472 -0.0024377423493681574 0.002503037356424096 -0.00035290827166476645 -0.0027297081554389191 -0.0019382571240518472 0.0024418736441793537 -0.0017677897090318856 -1.2293234956539497e-05 0.00061075314490583647 0.0012590917778665005 -0.001806037691391894 0.0023162212893482995 -0.0002091235361743635 0.0023425353568420847 -0.00044750510476134517 0.00013042528730320132 -0.0024538494042844572 0.00094523007951397985 -0.00011204200450229779 -0.00079419385343202698 -0.00094202385934211424 -0.0024713096850604872 -0.00061527240758786367 8.4764779297642087e-05 -0.0018972190731097861 -0.0021000927006533951 -0.0025510883354860842 0.00035597587169030953 -0.00058111799047747242
leaf_weight=2.3014410324394694 2.4195290356874493 4.245708316564559 2.2044499404728413 2.6154535412788382 6.421601377427586 2.0791602656245223 1.4098008479923003 1.2597815431654442 3.4516493603587142 3.0319641325622788 2.2586408350616685 5.7027886398136598 2.5979318507015705 2.6788457334041587 8.988540440797804 2.9908597692847279 2.6075825318694115 4.0221716053783885 1.6826586090028284 1.4321039617061613 3.8454502150416365 3.6389171332120887 7.6696978658437773 3.667285893112421 0.86533334292471398 3.5465262718498662 96.480325173586607 4.5619715154170981 2.1273161619901648 3.338540643453598
leaf_count=47 15 72 38 24 65 14 24 10 22 34 38 50 43 18 228 35 14 63 18 13 33 37 75 30 19 30 1908 56 14 34
internal_value=0 -0.001576 0.000608396 -0.000821454 -0.000974432 0.00108307 -0.00120222 0.00148983 -0.00189347 -0.00134969 -0.00150071 -0.000673244 0.000977171 -0.00194733 0.00177916 0.000804456 -0.00119842 -0.00198682 -0.00118255 -0.00183897 -0.00180449 -0.00196024 -0.00213415 -0.00187719 0.00154536 -0.00124552 -0.00203865 -0.00162334 -0.00118753 -0.00162047
internal_weight=0 176.202 19.9423 52.1804 49.879 17.5228 44.6656 15.4436 124.021 42.3905 39.3585 10.569 5.21339 120.57 14.1839 5.19531 8.31037 117.891 7.13693 5.45428 28.7895 24.944 21.3051 14.8835 2.27513 7.21381 110.754 14.2735 9.71157 7.58425
internal_count=3121 2781 340 563 516 325 449 311 2218 406 372 102 67 2196 301 73 64 2178 94 76 270 237 200 135 43 60 2084 176 120 106
is_linear=0
shrinkage=0.00221173


Tree=130
num_leaves=31
num_cat=0
split_feature=1 12 2 4 15 52 43 52 133 3 151 128 3 16 0 159 47 151 51 474 129 40 4 12 43 13 12 3 0 160
split_gain=8.90313 3.40728 2.74587 2.45177 2.24314 2.1299 2.1834 2.41238 2.39116 2.07699 1.88476 2.03013 2.04636 2.24443 1.83801 1.64623 1.6184 1.59812 1.5733 1.65981 1.97921 1.57808 1.57305 1.37717 1.36095 2.19208 1.61325 2.73853 2.08569 1.98607
threshold=0.104035 0.083370000000000014 0.14753000000000002 0.51303500000000013 0.083195000000000005 0.19022000000000003 -0.40263499999999991 -0.43320999999999993 -0.25159999999999993 0.10732000000000001 -0.29526499999999994 0.086435000000000012 0.12178000000000001 -0.071854999999999988 -0.14832499999999996 -0.029685 0.10670500000000001 0.13982000000000003 -0.10748999999999999 0.085165000000000018 0.084115000000000009 -0.080519999999999994 0.40124500000000002 0.09474500000000001 -0.17390999999999998 0.19762500000000002 0.092355000000000007 -0.078934999999999991 -0.076899999999999982 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 5 15 6 -2 -8 -9 17 -10 12 16 14 -14 -1 -12 22 -17 20 21 -20 24 -18 25 -3 27 28 -26 -29
right_child=2 9 -4 -5 -6 -7 7 8 10 -11 11 -13 13 -15 -16 18 23 -19 19 -21 -22 -23 -24 -25 26 -27 -28 29 -30 -31
leaf_value=-0.0032229669698800776 -0.0040636949935644083 0.0011984274617770254 0.0030410397581506462 0.003190245226472307 -0.0036278255098984493 -0.0024921025217120377 -0.0035356720470224026 -0.0041441767860350854 -0.0033718118092214457 0.00055125188209804272 0.0030056875125036744 -0.002432697534897403 -0.0012250864900079075 -0.0023977444919706364 0.0039636028696915619 -0.0035524040502938957 0.0021781128232647444 0.0014579315071328904 0.0023083945351533362 0.0030347028892688333 -0.0039431586209888519 -0.00025332277186301691 0.0020363651452878729 -0.0020487418735892966 -0.0030811201841287527 -0.0035972225328487965 -0.003570764895368248 -0.0034844902201068115 -0.00050617809418825402 0.001958136987474018
leaf_weight=2.0516972355544629 1.2885194532573283 2.890487775206565 4.5827219728380433 2.94895558618009 2.5383594175800672 3.7152853794395915 1.6191333578899563 1.0979950651526582 1.0847447253763771 3.4813358075916758 9.8435167968273003 1.6176142282783974 1.3670199103653433 2.7288268841803065 1.904813954606652 1.4126460291445351 2.0734465718269344 1.3652882166206826 3.3227842394262721 2.128695359453558 1.4747319798916567 17.930909730494008 0.95870038494467635 1.5858513098210094 18.276248781010509 1.8049735184758899 13.095241385512052 1.067159394733608 4.5875205555930725 2.9207920273765984
leaf_count=39 9 53 112 90 71 50 68 9 12 19 187 14 17 30 46 49 21 27 57 27 24 201 11 26 953 65 614 60 99 61
internal_value=0 -0.00144668 0.000565087 0.000219951 -0.00055304 -7.27388e-05 0.000270188 0.00049425 0.000774246 -0.00199334 0.00101744 0.00124287 0.00154772 -0.000111291 0.00179569 -0.000277457 0.00228499 -0.00218196 -4.74098e-05 0.000151781 -0.000118227 0.000147174 -0.00229094 0.000346296 -0.00238386 -0.000645059 -0.00258825 -0.00210909 -0.00256447 0.000501712
internal_weight=0 81.3076 37.4584 32.8757 30.8598 29.9268 26.2115 24.923 23.3038 50.4477 22.2058 21.1211 19.5035 6.00066 3.27183 28.3215 13.5028 46.9664 26.2698 24.8571 22.7284 21.2537 45.6011 3.6593 44.6424 4.69546 39.947 26.8517 22.8638 3.98795
internal_count=3121 2430 691 579 468 489 439 430 362 1962 353 341 327 93 63 397 234 1943 358 309 282 258 1916 47 1905 118 1787 1173 1052 121
is_linear=0
shrinkage=0.0034143


Tree=131
num_leaves=31
num_cat=0
split_feature=1 12 52 0 47 52 15 3 49 2 51 159 1429 16 48 12 1 0 1 48 16 16 1 3 51 4 403 4 43 49
split_gain=15.7398 5.70878 3.76901 3.87662 3.09668 3.14206 2.90544 2.76475 2.17358 2.08907 2.04297 2.06873 2.04502 1.87307 1.79503 1.77173 1.68082 1.73369 2.93359 1.6223 2.91806 1.59398 1.66854 1.37965 1.35147 1.33814 2.03252 2.41755 2.14197 1.50301
threshold=0.104035 0.083370000000000014 -0.43320999999999993 1.0000000180025095e-35 0.088195000000000009 0.13796000000000003 0.083195000000000005 0.10732000000000001 -0.081604999999999997 0.11448000000000001 -0.10748999999999999 -0.029685 0.084990000000000024 -0.51370499999999997 0.093675000000000022 -0.040564999999999997 0.094385000000000011 -0.053834999999999994 1.0000000180025095e-35 0.086035000000000014 -0.07550999999999998 -0.065229999999999996 0.11588000000000001 0.013900000000000001 0.123935 -0.076229999999999978 -1.0000000180025095e-35 -0.077834999999999988 -0.17390999999999998 0.15266500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 -2 4 5 15 10 8 14 -7 -1 -12 16 -10 -3 -4 17 18 -13 20 -20 22 -6 -22 -17 26 -15 28 -28 -27
right_child=2 7 3 -5 21 9 -8 -9 13 -11 11 12 -14 25 -16 24 -18 -19 19 -21 23 -23 -24 -25 -26 29 27 -29 -30 -31
leaf_value=-0.0029852674907175488 -0.0029707504830430594 -0.0012725017119685565 0.002985265194557957 0.0031547956655667508 -0.0011040751336104716 -0.003382954183473921 -0.0030500874917444949 0.00054677531522676873 0.00044966760571726178 0.0007829398861941907 -0.0026761888720820992 -0.0030608947797691423 0.0028261177503608082 -0.0027394418316330879 0.0023711019351270249 0.0014692544173415976 0.0012677143312320406 0.00091411522030477427 0.0031168289484969072 -0.0018286784869117015 -0.0022683841640316954 -0.0018517670454897576 0.0014268411690164023 0.00081871323773263511 -0.0007707143396675077 -0.0028611691975855527 0.00071460411474551461 0.0024709027282371408 -0.0021074191870630232 0.00062551518363543291
leaf_weight=1.9885621182620514 2.1962074991315594 4.3918287660926572 5.3316708896309164 5.1650276817381373 4.1395394019782525 1.8615285679697984 3.159101001918315 3.6084361486136904 2.0876875743269911 2.0340887382626534 2.1844631824642446 3.8894285671413025 2.1980625614523879 10.966584973037245 1.4529833532869814 12.55628219805658 6.1626870315521947 5.5615284778177747 2.4342015162110391 3.2538277693092823 2.3301386758685032 4.9381901621818534 4.2760063800960779 2.3456833958625793 2.6306113377213469 26.365409074351199 2.773889683187007 1.3747328203171445 10.005585005506871 1.0375891495496024
leaf_count=54 68 66 146 100 35 23 71 19 20 19 34 80 21 472 12 170 78 42 18 27 23 62 48 20 20 1015 38 29 267 24
internal_value=0 -0.00136294 0.000660086 0.00084582 0.000530051 0.00113182 -0.000449005 -0.00186948 -0.0020137 -0.00120774 -0.000194988 -1.22267e-05 0.000194311 -0.00218997 -0.000366725 0.00157601 -2.83765e-05 -0.000431479 -0.00095652 -0.000166774 0.000593779 -0.000570144 0.000181904 -0.000719704 0.00108126 -0.00229489 -0.00182117 -0.0011097 -0.00149488 -0.00272915
internal_weight=0 99.5724 45.1292 42.9329 37.7679 24.4142 35.5077 64.0647 60.4563 3.89562 32.3486 30.36 28.1756 54.6115 5.84481 20.5186 25.9775 19.8148 14.2533 10.3639 7.11002 13.3537 8.41555 4.67582 15.1869 52.5238 25.1208 14.1542 12.7795 27.403
internal_count=3121 2430 691 623 523 378 468 1962 1943 42 397 343 309 1865 78 336 288 210 168 88 61 145 83 43 190 1845 806 334 305 1039
is_linear=0
shrinkage=0.0028416


Tree=132
num_leaves=31
num_cat=0
split_feature=12 4 9 1 0 48 48 43 52 52 42 4 3 43 52 1 457 3 15 151 14 48 2 0 12 123 3 47 2 4
split_gain=8.18792 3.72474 3.35647 2.68984 2.31661 2.21329 2.13021 2.20457 2.03414 1.95561 2.25518 2.15646 2.05236 2.08426 1.81783 1.78955 1.77177 1.76584 1.57346 1.52556 1.4984 1.50777 1.38087 1.68017 1.56763 1.35156 2.18206 1.33311 1.29726 1.48859
threshold=0.051320000000000005 0.36766000000000004 -0.036024999999999995 0.10557500000000002 -0.060129999999999996 -0.086869999999999989 0.12879500000000002 -0.40263499999999991 0.19022000000000003 -0.51296999999999993 -1.0000000180025095e-35 -0.52556499999999995 0.097915000000000016 -0.074359999999999996 0.024145000000000003 0.13021500000000003 0.080930000000000016 -0.10519499999999998 0.040760000000000005 -0.089594999999999994 -0.44847999999999993 0.11376500000000002 0.090545000000000014 -0.14226499999999997 -0.094384999999999983 1.0000000180025095e-35 -0.14847999999999997 0.090100000000000013 0.08622500000000001 -0.0016099999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 -1 8 15 -5 7 -7 18 -6 -11 -12 13 -13 -8 16 -2 -15 22 -18 -3 -22 28 -24 -25 26 -26 -9 29 -4
right_child=1 20 3 5 9 6 14 27 -10 10 11 12 -14 17 -16 -17 19 -19 -20 -21 21 -23 23 24 25 -27 -28 -29 -30 -31
leaf_value=0.0036296237557634872 -0.0023136635322224745 -0.0017918015109047749 0.0019417628909606925 -0.0030452103112882161 -0.0033373145304959025 -0.002959498287917129 -0.0025060852793965032 0.0027478184248908898 -0.0034375081410967963 -0.0036277306739184324 -0.0030775999526823777 0.0023741314630309168 0.0043556454856895329 0.00060109918837555963 0.001803774872953994 0.0035212915006465786 -0.0033341835091305959 -0.0034936347935265294 -0.0034771336961164426 0.0010587088220026506 0.0034689594861836053 -0.00051482404218480219 0.0020405018868858418 -0.0029425817535997613 0.0012535377277212833 0.0027630805815948433 -0.003486109884511375 0.00049226713842467483 -0.0025412679874322937 -0.0014500804315914031
leaf_weight=2.8748298678547135 41.631228428333998 1.4396049976348875 2.2289582286030054 1.3390204869210744 2.2340107960626474 0.93483551405370491 2.5263234116137019 9.8877579700201732 2.4013953935354939 1.5999683020636428 1.5251845158636559 3.0964658036828006 1.5893966704607008 2.6975429635494912 1.674167340621352 0.58714160323142905 1.1103342575952408 1.8110669665038637 1.5359146399423469 3.0411439184099427 2.6513569187372914 1.5482636392116544 4.8908912818878942 1.8425524914637259 2.6227536424994513 1.8033064566552637 1.6146381059661337 3.7066815476864567 3.6806050948798656 3.305508218705663
leaf_count=89 1846 15 36 14 110 8 31 260 42 30 15 36 9 23 20 9 50 54 32 39 50 14 62 29 20 18 44 35 44 37
internal_value=0 -0.00146178 0.000267219 5.70602e-05 -0.00169263 0.000938713 0.00122353 0.00180517 -0.000625396 -0.000576159 -7.54578e-05 0.000454739 0.00104069 0.000347886 -0.000788327 -0.00204304 -0.0021144 -0.00104372 -0.000338341 -0.000116193 0.00103221 0.00200027 -0.000119101 0.000563608 -0.00035268 0.0004373 -0.000552483 0.00213282 -0.00106549 -8.4045e-05
internal_weight=0 66.5627 48.8701 45.9953 60.9235 20.0688 18.7298 14.5293 25.9265 14.5536 12.3196 10.7197 9.19447 7.60508 4.20049 46.3698 45.7827 4.50861 23.5251 4.15148 5.63923 4.19962 21.9892 12.7741 7.88325 6.0407 4.23739 13.5944 9.21507 5.53447
internal_count=3121 2300 821 732 2221 368 354 303 364 277 167 137 122 113 51 1944 1935 77 322 89 79 64 290 173 111 82 64 295 117 73
is_linear=0
shrinkage=0.0032076


Tree=133
num_leaves=31
num_cat=0
split_feature=1 123 47 3 3 52 52 15 11 457 13 3 48 15 50 1 1 15 0 2 49 16 454 0 0 0 0 15 130 43
split_gain=24.2423 7.65373 5.88889 5.11781 5.19315 4.36102 4.3974 3.7363 4.38933 3.54337 2.70996 2.3904 2.25039 2.30512 2.26413 2.14627 2.09176 1.85702 2.08496 1.62641 1.34461 2.97423 1.33511 1.28158 1.05377 0.919779 3.40528 1.59066 0.840153 0.787309
threshold=0.104035 1.0000000180025095e-35 0.087885000000000019 -0.11255999999999998 0.090900000000000009 -0.40967499999999996 0.13796000000000003 0.024640000000000006 0.081790000000000015 0.082380000000000009 -0.42195999999999995 0.16158000000000003 0.12879500000000002 0.035560000000000008 0.11875500000000001 0.077845000000000011 0.09253500000000002 -0.15026499999999995 -0.033209999999999996 0.11448000000000001 -0.081604999999999997 0.0028900000000000006 0.085470000000000004 0.041630000000000007 0.18019500000000002 -0.10011499999999998 -0.10224499999999999 -1.0000000180025095e-35 0.15486500000000003 -0.023869999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 5 7 20 -2 12 8 15 10 -6 17 13 14 -7 24 -3 -4 29 -8 21 -5 25 -9 -1 26 27 -22 -27 -19
right_child=2 16 11 4 9 6 19 23 -10 -11 -12 -13 -14 -15 -16 -17 -18 18 -20 -21 22 -23 -24 -25 -26 28 -28 -29 -30 -31
leaf_value=-0.00067729347065977833 -0.0020222681795234584 -0.00039309197344222405 0.00081475713217369901 -0.0014836443380898297 0.00053078328412421586 0.0018553736533295827 -0.0017303430554839296 -0.0020822149314762323 -0.0016901592527236761 0.0011443493597247708 -0.0016071175076354703 0.0011975393512978676 -0.00018424767381144876 1.4021800444317665e-05 -0.00083646417588767333 0.0017081383977382016 0.0014655448946210665 -0.00083616847669606672 0.00081807097785980664 0.00049587135511177229 -0.0022129557173064173 0.0012944547094323714 0.00057632322668974261 4.4493851730268402e-05 0.00089139032687498719 -0.0017907462307212433 0.001117965516060925 -0.00046252462169265576 0.00019872638860605145 -0.0018793779557987774
leaf_weight=3.4763983935117739 1.7653272729367007 3.9739687070250493 2.3266208842396745 5.7260909583419553 3.1414829939603797 22.120574861764918 2.4541877768933764 4.6329407915472975 3.4783202745020381 4.2291406616568556 6.8898150734603396 2.7194221653044215 3.213432975113391 3.302085041999816 1.1987287625670422 4.9113185293972492 4.9461503028869629 5.1313150506466618 1.8625042550265796 2.3262148834764957 6.0562392473220816 1.8573033921420572 0.97016020864248176 1.3263820447027681 2.8245431929826736 61.274616127833731 1.9522590003907598 2.7457721512764683 0.78233008831739326 5.4066508188843718
leaf_count=35 43 34 20 72 16 362 24 84 58 30 81 27 23 29 9 39 61 71 13 20 92 15 10 10 15 1711 26 28 13 50
internal_value=0 -0.00106543 0.000465464 -0.00119607 -0.00138205 0.000902417 0.00105157 -0.000334831 0.000181989 -0.000320164 -0.000937595 -0.000445698 0.00132374 0.00150576 0.001717 0.000762776 0.000637511 -0.000749129 -0.00104255 -0.000647034 -0.00156817 -0.00080324 -0.00164679 -0.00160887 2.59054e-05 -0.00167641 -0.00116136 -0.00166691 -0.00176567 -0.0013714
internal_weight=0 125.195 53.8271 116.275 95.6252 36.3806 34.6152 20.6499 14.6906 14.2604 10.0313 17.4465 29.8348 26.6214 23.3193 11.2123 8.92012 14.7271 12.4005 4.7804 81.3648 7.58339 73.7814 5.95932 6.30094 72.8112 10.7543 8.80201 62.0569 10.538
internal_count=3121 2430 691 2335 2094 510 467 241 147 127 97 181 423 400 371 89 95 154 134 44 1967 87 1880 94 50 1870 146 120 1724 121
is_linear=0
shrinkage=0.00190765


Tree=134
num_leaves=31
num_cat=0
split_feature=1 159 403 52 1213 52 484 475 47 50 132 151 48 42 16 49 159 43 15 133 15 12 43 16 48 42 0 1374 150 15
split_gain=7.62305 2.96901 3.41075 3.44753 3.15384 2.87259 2.84877 2.77165 2.449 2.36897 2.27963 2.13754 2.26239 2.50008 2.10268 2.50263 2.25253 2.15212 2.64084 3.22405 2.61609 2.40452 1.51737 1.88167 1.48986 1.48898 2.83014 1.47277 2.82775 1.7547
threshold=0.10089500000000001 -0.032739999999999991 -1.0000000180025095e-35 -0.12005499999999998 -1.0000000180025095e-35 -0.43320999999999993 -0.0068949999999999992 -0.086424999999999988 0.088195000000000009 0.11610000000000001 -1.0000000180025095e-35 -0.5145249999999999 -0.089099999999999999 -0.098769999999999983 0.0057500000000000008 -0.087004999999999985 0.082585000000000006 -0.23229999999999998 -0.008624999999999999 0.076280000000000014 -0.031204999999999997 0.090020000000000017 -0.083684999999999996 0.22339500000000004 0.12879500000000002 0.075730000000000006 -0.097734999999999989 -0.094929999999999987 0.083095000000000016 -0.091184999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 7 -4 -5 -2 -6 -3 9 11 -8 -7 -13 -14 15 -12 17 -17 20 21 27 25 -16 -24 -15 26 -20 -19 -29 -30
right_child=5 2 3 4 6 8 10 -9 -10 -11 14 12 13 24 22 16 -18 18 19 -21 -22 -23 23 -25 -26 -27 -28 28 29 -31
leaf_value=-0.0031984922498519987 -0.003260255480029436 0.0036121856592884875 -0.0026707422460114502 -0.0032575161099816672 -0.0028564625928036102 -0.0033620642109790755 -0.0035958459769660635 -0.0028792838697454591 -0.00049907859416605969 -0.0022777054664316425 -0.0023510369197683239 -0.0018355766283552981 -0.0016864402899025119 0.002655998086346771 0.0028889076496595428 -0.0032318213000356154 -0.002767140912844353 -0.0019427034998728025 0.0039523464725662143 0.0054645846344315574 -0.0031015648523458556 -0.003318940114932251 0.0022401663931258895 -0.0022273280086388611 -0.00012024913369714313 0.0048955718710342756 -0.0018509536597842533 -0.00060848183114477683 0.0049546790533504725 0.00065053067839372744
leaf_weight=7.3787102131173006 1.9967852104455222 0.69442897476255794 7.7812083456665269 3.5386428153142324 3.5515594063326708 0.87077450007200496 1.5945919696241606 12.330000152811406 12.601831942796705 1.7958283871412266 4.3545600520446888 1.6791476234793687 1.6972004361450732 16.161281634122137 4.5559019427746534 1.3922987654805208 2.2318572932854286 1.8254196736961699 1.5821955427527425 2.2408894132822752 2.3329878915101281 1.0554569428786633 2.0453509697690593 1.7473297072574494 2.1943401638418427 1.2634143484756348 1.7903342349454825 4.1597343292087228 2.2488174792379145 1.634968928992748
leaf_count=334 97 6 320 174 162 7 72 668 169 29 67 19 17 421 39 24 59 15 11 30 84 38 24 23 21 16 58 67 24 26
internal_value=0 -0.00129664 -0.00108386 -0.000727212 -0.000392234 0.000433332 -0.000148548 -0.00253318 0.000632662 0.00121721 0.000104167 0.00149488 0.00168949 0.00198467 0.000265981 -0.000147745 0.000256086 0.000569532 0.000832399 0.00225247 -9.07659e-05 0.000987753 0.00165916 0.000181943 0.00232411 0.00196825 0.000871618 0.000620978 0.00120279 0.00314275
internal_weight=0 73.3307 65.9519 52.9275 45.1463 38.9972 41.6077 13.0244 37.0004 24.3986 38.0561 22.6027 21.732 20.0528 36.4615 28.1129 23.7584 21.5265 20.1342 7.93229 12.2019 5.6914 8.34858 3.79268 18.3556 4.63594 3.37253 9.86894 8.04352 3.88379
internal_count=3121 2341 2007 1333 1013 780 839 674 683 514 677 485 478 459 605 519 452 393 369 153 216 123 86 47 442 85 69 132 117 50
is_linear=0
shrinkage=0.00316148


Tree=135
num_leaves=31
num_cat=0
split_feature=1 52 12 47 50 4 16 49 151 128 48 15 159 50 484 1429 129 4 4 132 133 160 123 47 52 4 4 16 13 156
split_gain=16.7993 5.02548 4.88959 4.24275 3.56359 3.17719 2.76438 2.88958 2.6589 2.89778 2.59805 2.39646 1.89808 2.60736 1.76504 2.04613 1.76888 1.64426 1.63376 1.50384 2.10695 1.73172 2.19382 1.43244 1.42687 1.39822 2.71948 1.55605 1.34169 1.17813
threshold=0.10089500000000001 -0.43320999999999993 0.083370000000000014 0.088195000000000009 0.11610000000000001 -0.15764999999999998 -0.51370499999999997 -0.24768999999999997 -0.40381499999999992 0.086435000000000012 -0.088719999999999979 0.083195000000000005 -1.0000000180025095e-35 0.089280000000000012 -0.0068949999999999992 0.084990000000000024 0.084115000000000009 -0.49405499999999997 0.24564500000000003 0.081465000000000024 -1.0000000180025095e-35 -0.080409999999999995 1.0000000180025095e-35 0.12119500000000001 -0.24456499999999998 0.0061450000000000003 -0.0016099999999999997 -0.015314999999999997 -0.50061499999999992 0.11815500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 11 4 8 17 -7 -8 -3 10 -10 14 -5 18 -1 16 19 -4 -14 20 -16 -22 25 -20 -12 26 27 -23 -9 -26
right_child=1 3 5 12 -6 6 7 28 9 -11 24 -13 13 -15 15 -17 -18 -19 23 -21 21 22 -24 -25 29 -27 -28 -29 -30 -31
leaf_value=-0.0017728932127603564 -0.0022639147726103612 -0.001557358318477943 -0.0013936695792176144 -0.0019381390703297398 -0.0015433798753632507 0.00037180424955203306 0.0013118564993631339 0.0013684019752591159 -0.00084648023924748243 -0.0017389907963041493 -0.00024376375361772349 -0.0023031025235313021 -0.0015557860416404571 0.0020383924787601101 -0.0023823174079070299 0.0019682508670256726 -0.0022697722952906385 0.00052702228651069129 0.001086503438686734 0.0017985731293806582 -0.0013899103958211949 0.0013669788129781857 0.001776782773249953 -0.0010949537725919605 0.00199594637278417 0.00082968325248237973 -0.0025307224418710051 -0.00096820846523010652 -0.0018845970542065032 -0.00024817676269842337
leaf_weight=3.1900046113878515 3.0253469962626687 1.4912943691015268 3.4770560935139656 2.8054203800857058 2.2880251239985219 3.0200020708143702 1.39870075136423 0.60268549621105094 1.9483676850795806 1.3077889382839192 1.5773942805826724 2.9194772690534583 3.8771334141492826 2.4494588617235413 1.9603106379509103 2.134039904922246 1.8703880123794068 5.260902810841797 3.6885224841535091 1.8445601128041733 3.5654575806111231 2.6421062797308084 3.5717446394264689 2.2925313450396061 22.334618493914604 4.3841858115047216 2.5653319135308026 2.720021216198802 50.030974786728621 1.1556225772947062
leaf_count=57 97 13 37 46 29 27 8 3 20 13 12 69 40 30 37 21 28 47 29 16 48 20 38 24 413 30 26 37 1792 14
internal_value=0 0.000443897 -0.00109967 0.000617398 0.00106314 -0.0014513 -0.00164399 -0.00176099 0.00126317 0.00141167 0.00156419 -0.000427447 -0.000329447 3.72407e-05 -0.000247602 -6.90982e-05 -0.00024215 -0.00023727 -0.000459985 -7.90609e-05 -0.000240833 -2.49863e-05 0.000281408 0.000250353 0.00175156 -0.000152417 -0.000695555 0.000182419 -0.00184588 0.00188554
internal_weight=0 50.2415 97.1579 47.2162 32.1031 63.7903 55.0524 52.0324 29.8151 28.3238 27.016 33.3676 15.1131 12.3076 30.4482 27.2581 25.1241 8.73796 9.85819 23.2537 21.4092 19.4488 15.8834 5.98105 25.0676 12.3116 7.92746 5.36213 50.6337 23.4902
internal_count=3121 780 2341 683 514 1914 1830 1803 485 472 459 427 169 123 358 301 280 84 93 252 236 199 151 53 439 113 83 57 1795 427
is_linear=0
shrinkage=0.00216722


Tree=136
num_leaves=31
num_cat=0
split_feature=1 12 12 52 47 50 3 3 2 15 48 160 52 51 484 133 123 38 158 49 42 3 4 4 16 1 43 1186 1186 49
split_gain=23.9147 7.4052 5.97002 4.92647 4.50875 4.93335 4.38957 2.50045 2.36684 2.85458 3.2721 2.93395 2.28132 2.35508 2.32834 2.64535 3.84368 2.20853 2.17878 1.93211 1.90671 2.15786 1.73335 2.20813 1.61269 1.51841 1.70258 1.3991 1.98519 1.3402
threshold=0.099195000000000019 -0.064509999999999984 0.079890000000000017 -0.43320999999999993 0.10019500000000002 0.10965000000000001 0.097915000000000016 -0.10023499999999998 0.14285500000000004 0.035560000000000008 0.12474000000000002 -0.079279999999999975 0.19022000000000003 -0.096089999999999981 0.08660000000000001 -1.0000000180025095e-35 1.0000000180025095e-35 0.10657000000000001 0.085620000000000016 -0.23360999999999996 -1.0000000180025095e-35 -0.14847999999999997 0.0061450000000000003 -0.0016099999999999997 -0.024819999999999998 0.14000500000000002 -0.072864999999999985 0.085175000000000015 0.092410000000000006 -0.13330999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 17 12 -3 5 8 7 20 9 10 11 -5 13 -1 15 -15 22 -2 -13 -9 -4 -22 23 24 -17 26 -6 -21 -29 -11
right_child=1 3 6 4 25 -7 -8 19 -10 29 -12 18 -14 14 -16 16 -18 -19 -20 27 21 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=-0.002065785563457483 0.0019117828891623673 -0.0020339868887458159 -0.0020407248424137935 -0.00024123414454402134 6.8355269989654786e-06 -0.0019669496808946869 0.0005818352578146744 0.00023619476497799291 0.0021861618848934951 0.00033055309009742987 -0.0015316867090601431 0.0020178550298824735 -0.0022185673527837587 -0.0017156053926748027 0.001439954897107167 0.00072515421342110597 0.0015826917614029886 -0.00022437650884285423 -0.00034866674046387497 -0.0018026365623314137 -0.0014358198972717899 0.00020871167785843067 0.00038592785239206155 -0.002310352313691724 -0.0012584039581293796 0.00053614202190546657 -0.0017186767224311112 0.0014269584866532347 -0.0020674450702465909 -0.0016526628121609204
leaf_weight=2.4621331505477491 12.620584260672329 4.0313416570425025 3.7154987920075682 3.8463950157165661 3.2707196548581114 2.5547801926732054 4.0579717010259619 1.9344154223799694 4.2882770784199229 2.5717297121882439 1.777506723999976 10.92472653463483 2.3967772051692 4.091841880232109 3.3454774320125571 2.9726626873016464 4.4922445230185977 2.1416282430291167 1.7008627541363228 55.982399478554726 5.057860979810358 7.4855692684650394 5.6113296374678603 3.1414183601736863 3.2413253858685493 2.6155899763107291 6.3888273052871218 1.2415705174207681 1.2187387831509111 2.5844605602324
leaf_count=55 240 106 98 35 33 32 20 11 62 19 9 139 34 57 27 22 38 18 14 1674 75 58 39 28 27 18 69 15 27 22
internal_value=0 0.000401543 -0.00110841 2.09272e-05 0.000215737 0.000619186 -0.00138955 -0.00149393 0.000857759 0.000614375 0.000975425 0.00124597 -0.000394012 -0.000245058 -7.83856e-05 -0.000294071 4.84947e-06 0.00160188 0.00169905 -0.00167625 -0.000816915 -0.000454409 -0.000468738 -0.000981362 -0.000309505 -0.000778455 -0.00113442 -0.00173955 -0.000304029 -0.000663503
internal_weight=0 61.3174 112.449 46.5552 42.5239 30.2487 80.694 76.6361 27.694 23.4057 18.2495 16.472 31.7552 29.3584 26.8963 23.5508 19.459 14.7622 12.6256 60.3771 16.2589 12.5434 14.9667 9.35541 6.21399 12.2751 9.65955 58.4427 2.46031 5.15619
internal_count=3121 816 2305 558 452 332 1978 1958 300 238 197 188 327 293 238 211 154 258 153 1727 231 133 116 77 49 120 102 1716 42 41
is_linear=0
shrinkage=0.00194499


Tree=137
num_leaves=31
num_cat=0
split_feature=12 4 1 13 3 39 47 15 457 13 11 3 147 3 47 48 14 52 1 4 1 0 474 16 16 13 1375 133 3 403
split_gain=21.7456 9.01663 7.58727 6.04643 4.81107 3.80743 3.008 4.2143 2.29821 2.35384 2.05472 1.86837 2.02391 1.79597 1.71761 2.87846 2.12056 1.6604 1.49696 1.42347 2.54314 3.13865 1.32092 1.17093 1.9427 0.924679 0.918757 1.08266 0.915894 0.83863
threshold=0.051320000000000005 0.36766000000000004 0.092390000000000014 -0.0025349999999999995 0.14121000000000003 0.14059500000000003 0.096475000000000019 0.035560000000000008 0.080930000000000016 -0.080759999999999985 0.087830000000000005 -1.0000000180025095e-35 1.0000000180025095e-35 -0.14847999999999997 0.090100000000000013 0.10396500000000002 1.0000000180025095e-35 -0.07167999999999998 0.12337000000000002 -0.15764999999999998 0.080585000000000004 0.12500000000000003 0.084660000000000027 -0.16927999999999996 -0.29154999999999992 -0.013024999999999998 -1.0000000180025095e-35 0.086085000000000009 -0.059315 0.03138500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 13 14 5 8 7 11 19 -10 -3 -5 17 -1 16 -16 -4 -13 -8 20 21 -2 26 24 28 -11 -15 -28 -21 -25
right_child=1 10 3 6 -6 -7 18 -9 9 25 -12 12 -14 22 15 -17 -18 -19 -20 23 -22 -23 -24 29 -26 -27 27 -29 -30 -31
leaf_value=0.00082932421556507218 0.0015974371469454542 0.0023307694308890171 0.0023180290956978026 0.0024192055978181563 0.001014664413994772 0.0025151469410653131 -0.0021588354400173737 -0.0016919329831262249 -0.0021002543529425291 0.0020945109259339401 -7.0737103388058533e-06 -0.0013414598600108687 0.002520344302596744 1.768214878138335e-05 -0.00093186720979112877 0.002415586769651343 -0.00095941960014540872 0.00079611651413863415 -2.0472954789091173e-05 -0.002313694987526824 -0.0023884055537440304 -0.0016173498201841989 0.0003117046761452606 -0.0020495936285958786 0.00024366411446108069 -0.0001099186510597075 -0.0017700998236772239 0.00020921725041095156 -0.00048833073600104031 -0.0013596616457166514
leaf_weight=3.049097582697871 2.9252623952925187 3.4326378740370265 14.868111066520216 3.8737590499222323 3.6793492808938018 1.0992623344063748 3.4057396296411744 3.1664832867681971 2.2787021305412054 1.4662274867296221 3.8779106922447681 2.562053747475149 2.1637203432619581 2.227592166513209 2.6695765256881705 2.3302030824124813 1.0218853838741768 5.6225584149360621 2.967001311480999 4.8083906620740891 3.4990389011800289 2.9586692713201046 3.0577538795769206 49.825437733903534 3.3659762330353171 2.4812642801553002 10.594843134284014 1.5320432707667357 1.8411702103912828 10.296628277748821
leaf_count=22 23 43 286 59 22 12 31 29 48 12 36 27 29 14 19 32 12 39 24 83 81 31 35 1562 33 34 151 12 21 259
internal_value=0 -0.00126039 0.000380981 0.000889538 -0.00145025 -0.00155468 0.000130187 0.000604223 -0.00160686 -0.000319226 0.00109065 0.00111545 0.000627409 -0.000728799 0.00175327 0.000628251 0.00210726 0.000126985 -0.00116326 -0.00170768 -0.000902636 -1.90825e-05 -0.00100165 -0.00181537 -0.00111867 0.000708879 -0.00128141 -0.00152004 -0.00180828 -0.00193143
internal_weight=0 97.8359 65.1124 44.6511 90.5254 86.846 23.7613 17.3886 85.7468 6.22619 7.31055 14.2221 10.3483 20.4613 20.8898 4.99978 15.89 8.18461 6.37274 79.5206 9.38297 5.88393 17.4122 70.1376 10.0155 3.94749 14.3545 12.1269 6.64956 60.1221
internal_count=3121 2300 821 587 2221 2199 238 183 2187 94 79 154 95 234 349 51 298 66 55 2093 135 54 212 1958 137 46 177 163 104 1821
is_linear=0
shrinkage=0.00220078


Tree=138
num_leaves=31
num_cat=0
split_feature=1 12 0 150 1 4 151 4 2 3 2 47 43 47 1429 16 14 4 132 151 151 47 2 151 147 15 159 4 3 3
split_gain=14.0943 5.3797 4.59777 4.11468 3.70303 3.58752 3.62458 3.58084 4.09672 4.11028 3.06005 2.86091 2.84762 2.69539 2.67922 2.51209 2.25087 2.23292 2.28048 2.02251 1.80521 1.76175 1.74227 1.64287 1.61234 1.37811 1.3566 1.26745 2.16861 1.25574
threshold=0.094385000000000011 -1.0000000180025095e-35 -0.060129999999999996 0.081835000000000019 0.077565000000000009 0.23246000000000003 -0.0096649999999999982 -0.49405499999999997 0.10731 -0.116045 0.11448000000000001 0.090100000000000013 -0.45785999999999999 0.10980000000000002 0.084690000000000015 -0.087989999999999985 -0.46885499999999997 0.053180000000000012 0.084605000000000014 -0.024429999999999997 0.11265500000000002 0.10843500000000002 0.090425000000000019 0.13982000000000003 0.088520000000000015 -0.074054999999999996 0.088800000000000004 -0.07712999999999999 -0.079979999999999982 0.11296500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 11 4 5 23 10 -7 12 26 -10 -3 20 -4 -13 15 19 -8 18 -17 -6 -2 -18 27 29 25 -5 -9 28 -21 -1
right_child=1 3 7 24 14 6 16 8 9 -11 -12 13 -14 -15 -16 17 21 -19 -20 22 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0023919051534144861 0.002700363807321434 -0.0021236952772301053 0.00130225170019612 0.0017777672880799394 0.0020281259065717933 -0.0025267536616712894 -0.0015854628593510328 0.0027189871623505509 0.0031128625601112171 -0.002894930097007419 0.00044205484627791644 -0.0023913818853674037 -0.0028202712564441091 0.001519582860340283 0.0025622727907443276 -0.0025075854322897514 0.0023390224045410912 0.001553180880327958 0.0024432807492491327 -0.002786964710158941 -0.0012725439428360116 -0.00029753549847273691 0.0015899714050741684 0.0010178070093826192 0.0030420681958765543 -0.00085419198898783175 0.00029743702583154877 -0.0029967358379869081 0.0039340447447045518 9.9516960891418964e-05
leaf_weight=39.251633159816265 10.612140325829387 13.026611534878617 1.6221273839473722 3.2739319372922182 2.6256680227816105 2.5385361947119227 1.9529468826949585 4.9400670249015075 1.109534993767739 3.3105220142751923 4.5863733477890483 2.0956611931323996 4.9657239764928844 3.3282047100365162 1.5598552506417025 11.075912391766902 6.6612004190683347 1.2793835103511817 0.72327612712979394 0.7855614461004734 0.90584330260753709 2.5602650716900826 1.5185812897980211 1.1202340386807907 3.0080803949385881 2.6083943024277669 2.564697852358222 2.458293234929446 0.63233193010091804 1.5339919961988915
leaf_count=1432 252 291 9 49 20 21 17 36 8 99 55 17 73 39 15 307 90 8 16 31 14 20 15 16 50 28 23 48 13 9
internal_value=0 0.000349278 -0.00139355 -0.000188624 -0.00173384 -0.000648944 0.000387105 -0.000206742 0.000676313 -0.00138684 -0.00145558 0.00162614 -0.00180518 8.47304e-06 -0.000854042 -0.00110661 0.00104906 -0.00183655 -0.0022041 8.36764e-05 0.00238791 0.001607 -0.0008627 -0.00220956 0.00143334 0.00061068 0.00189144 -0.00182359 0.000210376 -0.0022982
internal_weight=0 57.1582 83.0774 40.2163 64.5647 31.3259 13.7129 18.5127 11.9248 4.42006 17.613 16.9418 6.58785 5.42387 22.6589 21.099 11.1744 13.0786 11.7992 8.02044 11.518 9.22147 5.39477 41.9059 8.89041 5.88233 7.50476 3.87619 1.41789 40.7856
internal_count=3121 943 2178 621 1930 494 148 248 166 107 346 322 82 56 473 458 127 331 323 127 266 110 107 1457 127 77 59 92 44 1441
is_linear=0
shrinkage=0.00270137


Tree=139
num_leaves=31
num_cat=0
split_feature=12 16 9 3 43 43 48 160 15 52 1 0 0 481 1 42 1374 150 1374 4 13 402 2 2 0 394 0 43 15 15
split_gain=8.49421 3.96734 3.2696 2.82411 2.63993 2.83972 2.30796 3.53506 2.48187 2.18451 1.93656 1.90523 1.85541 1.65535 1.57087 2.02937 1.34571 1.89838 2.91589 1.33116 1.33118 1.11219 1.10876 1.09328 1.09021 1.08435 1.07876 1.16517 1.15152 1.25944
threshold=0.051320000000000005 -0.16927999999999996 -0.036024999999999995 0.31299000000000005 -0.043144999999999996 -0.40263499999999991 0.083685000000000009 0.069910000000000014 -0.037864999999999989 -0.085984999999999992 0.08592000000000001 0.18019500000000002 -0.10151999999999999 -0.0079799999999999992 0.10727500000000002 0.090470000000000009 0.086000000000000007 0.081835000000000019 -0.094929999999999987 0.50996500000000011 -0.095304999999999987 -0.50169499999999989 0.092755000000000018 0.10855000000000002 -0.08824499999999999 -0.50204999999999989 -0.075359999999999996 0.0047850000000000011 -0.015744999999999999 -0.10203999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 10 -1 4 5 -4 11 8 -8 23 12 19 -2 -11 15 -7 17 26 -19 20 -3 -22 -14 -6 -12 -23 28 -28 29 -15
right_child=1 6 3 -5 9 14 7 -9 -10 13 24 -13 22 16 -16 -17 -18 18 -20 -21 21 25 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=0.003422062152835833 -0.0027911944983310061 -0.00082107580273731683 -0.0015586949125503543 0.0025697955279785469 -0.0032080734718510102 0.0019715403085544939 -0.0029836118071045374 0.0024275457139511991 0.0010392043858695847 -0.0032598042023787238 0.00040902182744316653 0.0032488422227866668 0.002483465888926535 -0.00067359506828689874 0.0033791417730593466 -0.0020495984141096356 -0.0024919759365388157 -0.0013659192341861416 0.0032397386463289398 0.0021504519133717704 0.001759027861746006 0.0016603923183292481 -0.0010788339656905527 -0.00033341296925908391 0.0030930942084113266 -0.0025558995996783221 -0.00029574889317174834 0.0031469982232189293 0.00075752135809458614 -0.0033090711105994027
leaf_weight=2.880985125899314 3.3787935245782128 5.5118075450882236 2.9428100381046525 3.8763531967997542 3.9065784569829693 4.1455979552119953 4.2298891237005591 2.8306125802919269 2.1102055422961694 1.5431989785283864 6.5578401554375887 0.61102303117513557 1.3730148952454331 5.8469164706766641 3.731439009308815 1.5955732502043245 1.8500633016228665 1.896165585145354 3.7725895997136822 0.65355486795306106 0.57522459700703521 0.5691002793610086 1.9288867898285387 1.7624066853895781 1.7625702414661626 34.809832958504565 2.333396062254907 1.4715803060680626 3.0504830963909617 2.3270504865795374
leaf_count=89 77 98 32 103 86 69 194 41 24 31 71 6 12 66 97 18 18 14 53 10 21 10 31 24 28 1677 30 25 38 28
internal_value=0 -0.00137024 0.000290794 9.49048e-05 -0.000132561 0.00104105 -0.00176691 -0.000387753 -0.00164468 -0.000622165 2.14069e-06 -0.0020629 -0.00121275 -0.000223968 0.0018487 0.000853995 -1.61955e-05 0.000205097 0.00169917 -0.00213995 -0.00220758 -0.00242013 0.000402461 -0.00231438 0.000977607 -0.00248808 -0.000358434 0.00103574 -0.000831045 -0.00142389
internal_weight=0 66.9024 48.9332 46.0522 42.1758 12.4154 51.9013 9.17071 6.34009 29.7604 15.0011 42.7305 6.6807 24.0914 9.47261 5.74117 22.5482 20.6982 5.66876 42.1195 41.466 35.9542 3.3019 5.66899 8.32041 35.3789 15.0294 3.80498 11.2245 8.17397
internal_count=3121 2300 821 732 629 216 2081 259 218 413 219 1822 120 303 184 87 272 254 67 1816 1806 1708 43 110 99 1687 187 55 132 94
is_linear=0
shrinkage=0.00302984


Tree=140
num_leaves=31
num_cat=0
split_feature=1 484 403 52 52 1213 475 133 2 4 147 157 158 130 1374 2 457 16 16 2 133 52 48 151 3 11 16 3 2 0
split_gain=7.46927 3.30302 3.5628 3.02202 3.4806 3.90815 2.74536 2.41279 2.41099 1.90995 2.17396 1.88111 1.87769 1.93058 1.97537 2.442 2.21675 2.56165 2.28464 1.90764 1.88466 1.77997 1.69394 1.67292 1.57208 1.5367 1.80233 1.73587 1.9189 1.67303
threshold=0.104035 -0.0068949999999999992 -1.0000000180025095e-35 -0.12005499999999998 0.19022000000000003 -1.0000000180025095e-35 -0.086424999999999988 -0.17773999999999998 0.13754500000000003 0.51303500000000013 0.089025000000000007 -0.084489999999999996 0.084765000000000021 -1.0000000180025095e-35 -0.094929999999999987 0.10584500000000001 -0.0029299999999999994 -0.082404999999999992 -0.095964999999999981 0.08622500000000001 -0.085499999999999979 0.19022000000000003 0.086260000000000017 -0.086379999999999985 0.048265000000000009 0.088215000000000002 0.22339500000000004 0.12178000000000001 0.11215000000000001 -0.15202999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 6 -4 5 -5 -3 -7 9 10 21 -9 13 20 -15 16 22 18 -18 -19 -13 25 -16 -8 -25 26 27 -2 -29 -30
right_child=8 2 3 4 -6 7 23 11 -10 -11 -12 12 -14 14 15 -17 17 19 -20 -21 -22 -23 -24 24 -26 -27 -28 28 29 -31
leaf_value=-0.0029572314705930852 0.00151723327392895 0.0035268825761151511 -0.0025062485384762727 -0.0031982563413431027 -0.0025394158071287091 -0.0027133483192260904 0.0028893102172190808 -0.0025242966092944817 0.0022137506791586122 0.0028098784809555736 0.0027114517138571988 0.0018479753379056819 -0.0025442780630222112 -0.0019287044696668005 0.0021706190842246324 -0.00064870897744732849 0.0026114590260094381 -7.8262157118336195e-05 0.0068186464097797685 0.0024229240585654853 -0.002662950018081995 -0.0025551473836333558 -0.0031255813555899972 -0.0032113724411906371 0.0031709847459740321 -0.0023253559616445208 -0.0016070266657123666 0.002361087547686074 -0.0046135551438198233 -7.1105949880348495e-05
leaf_weight=9.1244649030268175 9.7111731050536196 0.70939732156693835 7.0260903062298885 3.3666498875245443 5.94261151831597 2.400214376859366 0.48584429733454904 1.86787331663072 6.6888788780197492 2.3757782820612183 2.4114217516034833 1.3478437233716247 1.6539501948282112 1.8692243285477221 0.99156757444144661 4.6527700060978523 4.0212487885728478 4.9465536875650162 1.8124661352485443 7.3185310866683722 2.6772896246984628 3.1801193244755259 1.4240732444450257 11.379523362033067 0.38624233007431108 2.5302145062014452 3.9089668234810224 1.2966003846377123 1.4368330948054788 1.7295551318675282
leaf_count=427 153 6 285 173 222 105 8 68 159 82 47 29 49 19 18 44 46 88 23 88 45 47 28 656 3 49 85 21 13 35
internal_value=0 -0.00120226 -0.000960658 -0.000605019 -0.000316461 1.09264e-05 -0.00242369 0.000303061 0.000532303 0.000138785 -0.00010338 0.000512411 0.00068579 0.000857783 0.00115706 0.00138625 0.00184778 0.00222142 0.00391858 0.00141419 -0.00115244 -0.000388658 -0.000951607 -0.00276824 -0.00300185 -5.44236e-05 0.000263328 0.000779137 -0.000826913 -0.00213236
internal_weight=0 75.4044 66.28 53.319 46.2929 40.3503 12.961 36.9836 35.2695 28.5807 26.2049 34.5834 32.7155 31.0616 27.0364 25.1672 20.5144 18.0988 5.83371 12.2651 4.02513 23.7935 2.41564 12.2516 11.7658 20.6133 18.0831 14.1742 4.46299 3.16639
internal_count=3121 2430 2003 1330 1045 823 673 650 691 532 450 545 477 428 354 335 291 245 69 176 74 403 46 667 659 356 307 222 69 48
is_linear=0
shrinkage=0.00311119


Tree=141
num_leaves=31
num_cat=0
split_feature=12 1 9 484 42 42 3 4 43 43 3 4 0 4 1 0 13 457 160 52 148 1 42 457 1375 16 402 394 2 150
split_gain=6.65454 3.55325 2.84305 2.5053 2.487 2.68097 2.4203 2.28265 2.16649 2.38803 1.95627 3.01554 2.4247 2.33659 3.53745 2.46965 1.9726 2.4587 1.88009 1.72984 1.64583 1.43669 1.58519 1.20143 1.41639 1.19658 1.34178 1.20044 1.1379 1.12582
threshold=0.051320000000000005 0.13075500000000004 -0.036024999999999995 -1.0000000180025095e-35 -1.0000000180025095e-35 0.092145000000000019 0.31299000000000005 0.40473500000000007 -0.043144999999999996 -0.40263499999999991 -0.078934999999999991 -0.51843499999999987 -0.11756999999999999 -0.083854999999999985 0.080585000000000004 -0.13027499999999997 -0.080759999999999985 0.088585000000000011 -1.0000000180025095e-35 -0.087284999999999988 -1.0000000180025095e-35 0.10727500000000002 0.090470000000000009 0.082380000000000009 -0.42089999999999994 -0.25582999999999995 -0.50169499999999989 -0.50204999999999989 0.092235000000000025 0.097810000000000022
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 -1 -2 25 7 8 10 9 -4 13 -12 -13 14 -6 -15 -17 -18 -14 -10 -7 22 -11 -21 -25 -5 -27 -28 -20 -26
right_child=1 -3 6 4 5 20 -8 -9 19 21 11 12 18 15 -16 16 17 -19 28 23 -22 -23 -24 24 29 26 27 -29 -30 -31
leaf_value=0.0036244903208251253 -0.0031750723313757672 0.0020598148180510077 -0.0015341281409050858 -3.2143210506822348e-05 0.0024967630224528407 0.003020119683649982 0.0026663825515813497 0.0035579065747063034 -0.0023513005238198609 0.0019729154702530912 -0.0048937567802303213 -0.0037997954403561772 -0.0010887070707087979 0.0013517185488627077 -0.003417490525215739 -0.0033966266111454873 -0.002191741177831072 0.0040676634077617489 0.0057123748299365267 -0.00067291628912827597 -0.0024888584585407748 0.0035776624603604365 -0.0018734699592763537 -0.0014094683101688809 0.00058227351128819149 0.0020154337998134152 0.001336573835921022 -0.0033971624818428139 0.0022057436315074171 0.0040137151878304545
leaf_weight=2.5216302582994095 8.1658047772943956 3.0396428387612096 2.8196402247995129 1.8021941483020771 3.6215978357940921 0.59826025739312072 3.5104373749345532 1.5387586727738369 4.9253688203170887 3.8878186214715225 0.79837150871753682 0.71064637601375569 1.1467959051951764 2.1261641439050427 1.4844259303063152 7.1952430065721265 2.1912107486277832 0.930857429280877 1.5946775805205167 17.146647560410209 10.029766213148831 3.2574212644249201 1.5642976537346838 1.7382442094385622 2.2924069371074429 0.55596744176000257 0.59122584573924442 9.842528931796549 2.4336873646825552 1.759346794337034
leaf_count=89 433 57 32 32 43 8 103 22 107 69 6 11 47 23 72 380 88 7 26 237 390 97 18 12 28 21 10 601 23 29
internal_value=0 -0.00133981 0.000294888 -0.00151997 -0.00124523 -0.000815153 9.91839e-05 -0.000252832 -0.000129598 0.00104673 -0.000494801 0.00099064 0.00178882 -0.00106057 0.000777368 -0.00181474 -0.00246728 -0.000325474 0.00255624 -0.000616357 -0.00217875 0.00188226 0.000869327 -0.000243799 0.001027 -0.00246905 -0.00286867 -0.00312893 0.00359389 0.00207227
internal_weight=0 60.3978 45.4233 57.3582 49.1924 36.4005 42.9016 25.7724 39.3912 11.5292 24.2337 6.68418 5.88581 17.5495 5.10602 12.4435 10.3173 3.12207 5.17516 27.862 10.628 8.70954 5.45212 22.9366 5.79 12.7919 10.9897 10.4338 4.02836 4.05175
internal_count=3121 2300 821 2243 1810 1146 732 748 629 216 726 113 107 613 115 498 475 95 96 413 398 184 87 306 69 664 632 611 49 57
is_linear=0
shrinkage=0.00322658


Tree=142
num_leaves=31
num_cat=0
split_feature=12 1 9 484 42 42 3 157 1213 160 4 3 403 15 43 43 147 4 4 12 0 13 457 148 3 1 1 52 0 157
split_gain=5.83104 3.05306 2.57098 2.33378 2.23482 2.31357 2.11286 2.03808 1.95164 1.87554 2.10114 2.47368 1.95603 1.84584 1.92962 1.62543 1.5608 1.5551 1.9148 2.43475 1.97945 2.04631 1.66096 1.42257 1.38195 1.37753 1.29409 1.26783 1.43382 1.30611
threshold=0.051320000000000005 0.13075500000000004 -0.036024999999999995 -1.0000000180025095e-35 -1.0000000180025095e-35 0.092145000000000019 0.31299000000000005 -0.083699999999999983 -0.082704999999999987 -0.090969999999999981 -0.51843499999999987 -0.078934999999999991 0.092070000000000013 0.035560000000000008 -0.04890499999999999 -0.40263499999999991 0.089365000000000014 0.40473500000000007 -0.083644999999999983 0.086305000000000007 -0.13027499999999997 -0.080759999999999985 0.088585000000000011 -1.0000000180025095e-35 -0.13927999999999999 0.099400000000000002 0.111945 -0.087284999999999988 -0.075359999999999996 -0.081749999999999975
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 -1 -2 -5 7 13 -6 -9 12 -11 17 -10 14 15 -4 27 18 19 -12 -20 -22 -23 -7 -21 -17 -15 -16 29 -29
right_child=1 -3 6 4 5 23 -8 8 9 10 11 -13 -14 26 16 25 -18 -19 20 24 21 22 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=0.0042392054992169475 -0.0036902901904755057 0.002230019179958697 -0.0011893436441409769 -0.0028225614426833539 -0.0039400479879921745 0.0034267950752178938 0.0030396159502911733 -0.0037324341028591168 -0.0039612343249602854 -0.0055394883454338191 0.0073076033394473983 0.0035317526918522439 0.0046884958528801623 -0.0044023375389999177 -0.0027544949901667083 0.00075141701950963782 0.0032148183694435447 0.004165137379083925 0.0021744112328434019 -0.0031020981684266855 -0.0040760921510776546 -0.0019441933183589127 0.0046117277660038649 -0.0028007715993653808 0.00251875574050514 0.0039482550784177648 0.00025656181701809899 0.0024878828927197968 0.0018575998386748181 -0.00116298771380165
leaf_weight=2.2960292883217326 7.4798442833125582 2.9784222198650232 2.4334683557972312 11.923867042176424 2.0238785063847926 0.56067090854048629 3.2752511072903863 1.8199547380209029 2.3068882022053034 0.7202102467417778 0.95239556580782414 4.4267042800783996 0.45105576328933228 2.3400602806359525 3.6294869668781784 3.847025537863372 1.5752258449792851 1.3072552792727936 1.8723320569843096 1.0709530981257562 3.6773130884394094 1.544070376083247 0.87299869395792473 9.4735554689541441 1.537384413182735 3.9346774630248547 1.3606997951865194 1.5699726119637567 3.593916097655895 14.244757181033485
leaf_count=89 433 57 29 664 125 8 103 118 121 6 11 43 4 47 81 47 36 19 17 43 169 55 7 390 10 126 12 15 68 168
internal_value=0 -0.00151428 0.000325392 -0.00172072 -0.00140418 -0.000915632 0.000110434 -0.000288204 3.94135e-05 0.000370404 0.0008178 0.00108305 -0.00254659 -0.000138567 0.00013247 0.00152044 -0.000443574 0.000238489 -0.000206808 0.00210907 -0.00124189 -0.00229146 0.000423679 -0.0024528 0.000210898 0.00236784 -0.00268935 -0.000693716 -0.000308343 -0.000800556
internal_weight=0 56.9998 44.1006 54.0213 46.5415 34.6176 41.8045 24.5834 22.5595 20.7396 17.9816 17.2614 2.75794 38.5293 34.8285 10.2152 24.6134 12.8347 11.5274 3.56073 7.96671 6.09438 2.41707 10.0342 2.60834 7.7817 3.70076 23.0381 19.4086 15.8147
internal_count=3121 2300 821 2243 1810 1146 732 748 623 505 380 374 125 629 570 202 368 331 312 64 248 231 62 398 53 173 59 332 251 183
is_linear=0
shrinkage=0.00379883


Tree=143
num_leaves=31
num_cat=0
split_feature=1 0 457 4 151 31 13 150 39 4 43 2 484 16 131 43 3 1373 130 151 151 3 2 151 43 393 42 1 16 3
split_gain=5.24009 3.36417 2.78399 3.93318 3.05328 2.43281 2.60333 2.76545 2.80462 2.12318 2.70945 2.68092 1.66537 1.55333 1.41529 4.02039 1.29446 1.23185 1.12521 1.12386 1.16679 1.08447 1.03614 0.932411 1.33335 0.918172 2.66505 0.900052 1.15184 1.05011
threshold=0.08844500000000001 -0.060129999999999996 0.045365000000000009 0.27044500000000005 -0.22288499999999997 -1.0000000180025095e-35 -0.091054999999999983 -0.07848999999999999 0.16946000000000003 -0.49405499999999997 -0.45785999999999999 0.12437500000000001 -1.0000000180025095e-35 -0.36241499999999999 0.10033500000000002 -0.074359999999999996 0.013900000000000001 -1.0000000180025095e-35 -0.44390499999999994 0.13982000000000003 -0.27559499999999998 -0.20241999999999996 0.11747 -0.072119999999999976 0.0010100000000000003 0.087760000000000019 -0.084624999999999992 0.12040000000000002 -0.54165499999999989 0.11296500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 16 3 5 -5 -2 13 -8 14 10 -3 -11 -6 -7 22 -16 18 -4 -1 20 -20 -22 -9 -15 -25 -23 -27 28 -14 -30
right_child=2 9 17 4 12 6 7 8 -10 11 -12 -13 27 23 15 -17 -18 -19 19 -21 21 25 -24 24 -26 26 -28 -29 29 -31
leaf_value=0.0023952494181229958 0.0033505680215869401 0.001828217338861424 -0.0012073891973838774 -0.0030526814978487403 -0.0016679204518342777 -0.0019690099056182105 0.0023246568287384737 -0.0023223776232840897 0.0036078536420151119 0.0017112604309373672 -0.0027724181331486688 -0.0024586891773634521 0.0035400033697097696 -0.0011349255619513062 0.0049727618630617081 -0.0030333443215536291 -0.0004293682220764402 0.0020602135495940816 0.00075743585320140426 0.001194612799909075 0.0017585408681944851 -0.00249716631464365 -0.00039921474249344547 0.0034251770461017779 -0.0002684093281622355 0.0047890820375165091 -0.0029509836736994564 0.0030118340234868398 0.0014598788732756401 -0.0016858894438220528
leaf_weight=0.47772107273340481 1.1475028190761829 1.4711430594325063 1.0820011664181945 1.2415169775485981 1.0959211289882649 1.2617106176912782 1.5821487726643777 15.87489853706211 0.81527248024940391 6.5898895468562824 3.6046236362308255 1.5552990064024923 1.3780189659446476 0.81915171351283778 0.90365223400294814 1.1808531349524845 5.4827070888131848 7.2567666824907047 1.0909026116132832 0.85498247295617957 0.5359373800456585 22.716804196126755 2.6711351713165632 2.4800886474549801 1.1758364867419002 0.55674598645418871 1.0436463290825475 4.3735422631725669 2.9149931399151665 1.2321327049285171
leaf_count=7 31 9 10 14 17 15 25 487 11 93 66 61 20 18 16 51 70 148 39 17 6 1443 40 51 21 7 76 177 62 13
internal_value=0 -0.00120512 0.000127997 -0.000170395 0.00119409 -0.000728561 -0.000891288 -0.00132026 -0.00158916 1.1275e-05 -0.00143899 0.000915021 0.00167364 0.000830629 -0.00179453 0.000437376 -0.00169602 0.00163622 -0.00195063 -0.0020281 -0.0021343 -0.00226123 -0.00204539 0.00161996 0.00223723 -0.00234982 -0.000258362 0.00204359 0.00127716 0.000525255
internal_weight=0 45.9804 50.4871 42.1484 12.2361 29.9123 28.7647 23.028 21.4458 13.221 5.07577 8.14519 10.9946 5.73679 20.6305 2.08451 32.7594 8.33877 27.2767 26.799 25.944 24.8531 18.546 4.47508 3.65593 24.3172 1.60039 9.89869 5.52514 4.14713
internal_count=3121 1894 1227 1069 303 766 735 630 605 229 75 154 289 105 594 67 1665 158 1595 1588 1571 1532 527 90 72 1526 83 272 95 75
is_linear=0
shrinkage=0.00285683


Tree=144
num_leaves=31
num_cat=0
split_feature=1 12 12 16 151 3 38 14 151 157 49 16 0 16 3 47 159 48 4 403 0 0 43 129 159 484 133 123 4 52
split_gain=13.2958 4.39762 4.28749 3.29555 3.60939 2.73866 2.2083 2.17624 2.16323 2.02689 1.91287 2.00641 1.8244 2.15316 2.22223 1.85967 1.789 2.0948 1.6944 2.33013 2.22854 2.45917 2.07314 1.88743 1.65933 2.01256 2.00362 2.72055 2.10712 2.22847
threshold=0.099195000000000019 -0.064509999999999984 0.083370000000000014 -0.072804999999999981 -0.27559499999999998 0.10732000000000001 0.10657000000000001 0.062655000000000016 -0.086944999999999981 -0.056799999999999996 -0.24768999999999997 -0.51370499999999997 -0.08824499999999999 -0.54165499999999989 0.16158000000000003 0.096475000000000019 0.084250000000000005 0.18174000000000004 -0.076229999999999978 -1.0000000180025095e-35 -0.084269999999999984 -0.083389999999999978 -0.17390999999999998 0.091505000000000017 -0.029685 0.08660000000000001 -0.0061299999999999992 1.0000000180025095e-35 0.0061450000000000003 0.077655000000000016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 6 7 4 -3 10 -2 24 -5 16 -4 -12 13 -6 15 -15 17 -10 19 -13 -21 -22 -23 -24 -1 26 -26 28 29 -28
right_child=1 3 5 8 12 -7 -8 -9 9 -11 11 18 -14 14 -16 -17 -18 -19 -20 20 21 22 23 -25 25 -27 27 -29 -30 -31
leaf_value=-0.0020975541680888078 0.0021402609724766077 -0.0024984635262180577 0.00057475481360824742 0.0017328168114094731 0.0026965086539609607 0.00048985910522766506 -0.00066604805544831416 -0.0024915332769196029 -0.0024356451308341106 -0.0013196061121471768 0.00066753671210995156 -0.00216058051045601 0.002226875972077407 0.00051410617262696552 0.002484100235387917 -0.0016496207692387823 0.0020474528635929011 0.0017314981437265042 -0.0021677091762430088 -0.0023379421092973168 0.0038352587039230251 0.0014761379077898858 -0.0014884683524783863 0.00188055346886682 -0.0019225855963595766 0.0016200598767029089 -0.0016676831128342399 0.0017261773909122763 0.00068353843997346936 0.00081000960438153136
leaf_weight=2.2188060842454496 8.7223098147660476 1.6215756498277212 1.9945035129785527 1.7937936186790491 2.0058094244450357 3.4264899194240561 1.6995378360152233 2.3395265433937302 1.5653829481452732 12.909970553591846 1.7900862880051125 9.8562827762216347 4.6109877899289105 5.1680903527885658 1.7117132823914296 3.3025330156087875 1.9663901478052137 1.004649832844734 25.074362443760041 3.2917563766241065 0.70983630605041881 2.0917442832142097 6.5919871311634743 0.96729214303195465 3.3065216727554931 3.1448948774486771 7.4706617081537789 3.6458276808261862 5.4776207860559216 2.4437033217400312
leaf_count=41 240 15 12 19 32 18 18 48 47 204 19 474 88 46 37 29 31 10 1059 112 19 24 141 20 73 36 107 38 43 21
internal_value=0 0.000387824 -0.00109149 2.95156e-05 0.000710419 -0.00146087 0.00168262 -0.00040559 -0.000622387 -0.000864543 -0.00158851 -0.00167416 0.00102016 0.000563644 0.000143492 -0.000329489 0.000430498 -0.00080667 -0.00176044 -0.00132605 -0.000723579 -0.000210679 -0.000508259 -0.00105737 -0.000229463 -6.68485e-05 -0.000304276 -2.32045e-05 -0.000437572 -0.00105698
internal_weight=0 48.0827 85.8419 37.6609 18.4207 55.7943 10.4218 30.0476 19.2402 17.4464 52.3679 50.3733 16.7991 12.1881 10.1823 8.47062 4.53642 2.57003 48.5833 23.5089 13.6526 10.3609 9.65102 7.55928 27.708 25.4892 22.3443 19.0378 15.392 9.91437
internal_count=3121 816 2305 558 247 1898 258 407 311 292 1880 1868 232 144 112 75 88 57 1849 790 316 204 185 161 359 318 282 209 171 128
is_linear=0
shrinkage=0.00225224


Tree=145
num_leaves=31
num_cat=0
split_feature=12 484 42 1 9 42 157 14 13 132 1213 160 52 403 160 376 133 4 403 47 16 1 12 49 16 133 13 3 1 402
split_gain=4.9102 2.65153 2.78735 3.37275 2.16166 2.07171 1.84288 1.81259 2.35058 2.45993 1.69827 1.61973 2.00026 1.67572 1.61335 1.58324 1.58264 1.5052 1.50322 1.46596 2.03604 1.70514 1.57524 1.40859 1.37405 1.34261 1.32464 1.30316 1.27015 1.21761
threshold=0.051320000000000005 -1.0000000180025095e-35 -1.0000000180025095e-35 0.12958500000000003 -0.036024999999999995 0.092145000000000019 -0.083699999999999983 0.078320000000000015 -0.080759999999999985 0.080640000000000017 -0.082704999999999987 -0.090969999999999981 -0.22660999999999995 0.092070000000000013 0.099315000000000014 0.048375000000000008 -0.24227499999999996 -0.49405499999999997 -0.088999999999999982 0.10621500000000002 0.10994000000000002 0.10508500000000001 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.25582999999999995 0.083950000000000011 -0.080759999999999985 0.12178000000000001 0.13332000000000002 -0.50169499999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 24 5 -1 6 -4 8 16 15 -8 13 -13 -12 17 19 -6 -14 -19 20 21 22 -10 26 -3 -25 -20 -23 -21 -26
right_child=1 2 3 -5 7 -7 10 -9 9 -11 11 12 14 -15 -16 -17 -18 18 23 28 -22 27 -24 25 29 -27 -28 -29 -30 -31
leaf_value=0.0033903684021678168 -0.0029600612606486159 0.00033226652125378477 -0.0031771973941635361 0.0033136367518024614 -0.0027964447498843919 -0.0019304606053481676 -0.0029984869375714387 -0.0027631743992012668 -0.0028943066294869488 0.0028214161590859369 -0.0032005847714803018 -0.0021993635711213409 -0.0022061599286946928 0.0035206694648430461 -0.0018692408664530947 0.0016989005982493664 0.002390447469980835 -0.0013925494237143768 -0.0014290233800193437 -0.0035485720161320378 -0.0023233626229134728 0.0025339432734497293 1.5094360931674259e-05 0.0022581376047653865 0.0017471829740418835 0.0057367021812807879 0.0022040015666769208 -0.0004812363131640308 -3.4333794201647269e-05 -0.0029122014895774204
leaf_weight=1.9837864842265833 6.7426473181694737 1.7259362339973439 1.8107836842536986 2.1147166239097706 0.61356674134731282 9.2003590902313572 1.5894147148355937 1.989375771023332 2.1736647067591699 2.5018473202362648 2.0179491443559594 2.0490970108658155 1.0126462485641301 0.42515514977276314 1.6044146297499544 3.1470313649624577 6.0309335002675644 1.3277375344187081 1.7195476377382877 2.6824501641094676 3.8117541987448922 3.9154498744755974 9.2979501103982329 5.7296926444395995 0.56330349389463563 1.2862352747470138 2.123355103656654 2.0768134631216526 1.5284433681517837 9.2495312653481943
leaf_count=89 434 33 125 49 18 397 118 32 57 54 121 102 7 4 30 67 167 50 42 35 83 82 101 98 21 21 29 19 17 619
internal_value=0 -0.00115926 -0.000892695 -0.000449363 0.000255756 -0.000698848 -0.000199586 9.93941e-05 0.000250128 -0.000104415 5.8578e-05 0.000310391 0.000649808 -0.00203094 0.00104419 -0.000360058 0.00191148 0.00139832 0.00169784 -0.000614295 -0.000286003 0.000158681 -0.000536185 0.00207571 -0.00219944 0.00289587 0.000578366 0.00148893 -0.002273 -0.00264473
internal_weight=0 52.2925 45.5499 34.0111 41.7531 31.8964 22.696 39.7693 37.7799 31.1354 20.8852 19.2958 16.8527 2.4431 14.8036 28.6336 6.6445 13.1992 12.1866 25.4865 21.2756 17.4639 11.4716 10.8588 11.5388 7.01593 3.8429 5.99226 4.21089 9.81283
internal_count=3121 2300 1866 1193 821 1144 747 732 700 515 622 504 379 125 277 461 185 247 240 394 342 259 158 190 673 119 71 101 52 640
is_linear=0
shrinkage=0.00307686


Tree=146
num_leaves=31
num_cat=0
split_feature=1 47 12 52 50 3 4 15 128 48 48 49 16 1 43 51 1429 0 1 4 47 4 150 16 4 0 1186 16 15 149
split_gain=16.6609 5.1397 4.96735 4.35495 3.47148 3.26585 2.4472 2.35535 2.00981 2.25478 2.65072 1.91272 1.80357 2.58667 1.82641 1.63599 1.78102 1.72932 3.12203 2.75815 1.651 2.95891 2.63421 1.92365 1.41367 1.35999 1.22731 1.74023 1.22622 0.964751
threshold=0.10089500000000001 0.087885000000000019 0.083370000000000014 -0.40967499999999996 0.11610000000000001 0.10732000000000001 0.40124500000000002 0.083195000000000005 0.086435000000000012 0.12879500000000002 -0.089099999999999999 -0.24768999999999997 -0.061854999999999993 0.13210500000000003 -0.023869999999999995 -0.10748999999999999 0.084990000000000024 -0.070154999999999981 1.0000000180025095e-35 -0.46376499999999993 0.077555000000000013 0.0061450000000000003 0.087170000000000011 -0.024819999999999998 -0.15764999999999998 0.10455500000000001 0.085175000000000015 -0.091114999999999988 -0.055554999999999993 0.091325000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 7 -2 8 6 11 15 9 10 -5 -4 13 14 -3 -1 17 18 -17 -19 21 22 23 -20 25 -13 -26 -28 -14 -12
right_child=1 12 5 4 -6 -7 -8 -9 -10 -11 29 24 28 -15 -16 16 -18 19 20 -21 -22 -23 -24 -25 26 -27 27 -29 -30 -31
leaf_value=-0.0017465806780862659 -0.0017373724010891324 0.00067726708071411221 0.00034265102033547606 -0.00060965512700873682 -0.0012093160252475922 0.00047429560255489352 0.0015526638923168004 -0.0017795177715137411 -0.00098743422061161115 -0.00027020187065741533 0.0015196813870445734 0.00027959675070986901 -0.0016982649930872445 0.0017005478523642844 -0.0010717978609460408 -0.0018069234550060452 0.001334982561062762 -0.00081600907001286207 0.0011046980087475811 0.0013204389581735927 -0.0011328286268226767 0.0014449438511573731 -0.0018885869623880133 -0.00092498337242806071 -0.0014836424938158041 -0.0013109400876337046 0.0013796018820071544 -0.0017576918585657361 -0.00024722462065337986 -0.00010464254465976612
leaf_weight=1.7608412299305225 1.8800303339958144 2.6503117866814128 1.9738368615508068 1.8986701034009552 2.0704652965068808 3.3258317038416854 0.86900836974382301 2.8310570903122416 1.3164374046027649 2.8955277241766444 21.912122018635284 2.8102722130715838 3.8563408441841602 2.0655584838241339 4.4856942947953931 3.9051019903272488 2.2607969101518384 2.7586201559752226 3.0788221396505899 4.3376941829919806 3.4718169923871747 3.5545747093856335 2.3129916712641716 2.259164391085497 45.747064411640167 3.2178500108420849 1.0193824693560598 0.95615817792713542 2.8088848721235982 1.0701989624649275
leaf_count=52 68 28 12 19 29 18 9 69 13 24 409 30 72 26 46 83 22 26 24 39 37 28 20 27 1762 43 11 29 27 19
internal_value=0 0.000356444 -0.00084915 0.000731688 0.000880642 -0.00113446 -0.001229 -0.00032364 0.00102938 0.00112496 0.00128732 -0.00127238 -0.000425021 5.4316e-05 -0.000422195 -0.000184865 -8.64406e-05 -0.000211585 -0.000479475 0.000489916 -0.000126291 0.000185565 -0.000399531 0.000245688 -0.00133169 -0.000569442 -0.00142797 -0.000138843 -0.00108676 0.00144404
internal_weight=0 48.9102 92.4509 33.0435 31.1634 59.9194 56.5936 32.5315 29.093 27.7765 24.881 55.7246 15.8668 9.20156 7.13601 29.7004 27.9396 25.6788 18.5825 7.09631 14.6774 11.2056 7.65098 5.33799 53.7507 6.02812 47.7226 1.97554 6.66523 22.9823
internal_count=3121 780 2341 581 513 1914 1896 427 484 471 447 1887 199 100 74 358 306 284 219 65 136 99 71 51 1875 73 1802 40 99 428
is_linear=0
shrinkage=0.00167049


Tree=147
num_leaves=31
num_cat=0
split_feature=1 12 47 12 3 50 15 151 52 48 3 42 42 50 51 1429 1 0 1 49 130 16 47 48 16 150 16 48 15 16
split_gain=10.6563 4.07626 3.19998 2.32441 2.30299 2.24743 2.21715 2.14855 2.26962 2.32918 1.83929 1.87287 1.6742 1.67059 1.82451 1.66972 1.88634 1.67948 1.93415 1.58194 1.51189 2.12431 1.45069 1.42128 2.74724 1.30306 2.20228 2.04939 1.33218 1.29102
threshold=0.104035 0.083370000000000014 0.087885000000000019 -0.040564999999999997 0.10732000000000001 0.10965000000000001 0.083195000000000005 -0.40381499999999992 -0.24164999999999998 -0.086869999999999989 -0.10023499999999998 0.084635000000000016 -0.093284999999999993 0.096900000000000014 -0.10748999999999999 0.084990000000000024 0.094385000000000011 0.024095000000000002 1.0000000180025095e-35 -0.23360999999999996 -0.082549999999999985 -0.090344999999999995 0.092165000000000011 0.086035000000000014 -0.056919999999999991 -1.0000000180025095e-35 -0.061854999999999993 0.10396500000000002 -0.055554999999999993 -0.013324999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 3 -2 10 7 13 -5 -9 -10 11 -3 -11 14 -1 16 17 18 -16 -12 21 -21 -18 24 -20 -4 27 -27 -28 -26
right_child=2 4 25 5 -6 -7 -8 8 9 12 19 -13 -14 -15 15 -17 22 -19 23 20 -22 -23 -24 -25 29 26 28 -29 -30 -31
leaf_value=-0.0028264326253780981 0.0025984933220993493 -0.0015926751482942716 -0.002854893335096636 -0.0028747064646319808 0.00054178837487173801 -0.0025225133132360331 -0.0028671610226764293 -0.0012885029539907555 -0.0019080108812595186 -0.00082235264566705502 0.00073051126016186686 0.00074914267292883684 0.0022388991251534158 -0.0030466706529924709 -0.0026261113942148053 0.0024842970512320719 0.0020735465034285331 0.0010237772233622547 0.00237088376342815 0.0030469713843686097 -0.0023061428832642423 -0.0028276859065440463 -0.0010361709785160456 -0.0018407092779469483 -0.0024916847344519035 -0.0008262074228616729 -0.0027551784556420511 0.0022431564687659072 -4.643963560532582e-06 0.00052240744694126667
leaf_weight=1.6299286615103543 5.8851340729743269 7.7140375440940243 1.5698741748929013 1.0313719958066965 3.3348957151174536 1.5074897035956372 2.4733423655852667 2.3979691304266533 1.2970184776932043 1.4765281267464185 1.4240247756242741 3.7145173829048872 11.741727622225868 1.4330032281577576 3.7109075933694973 2.0362022779881945 4.2946978025138369 4.0935541130602351 2.8816015720367565 0.94354207813739777 34.75724888779223 0.86728187650442012 1.4811870530247686 3.2040653079748154 2.2069796323776374 2.9483801126480094 2.9036707095801817 3.4844988323748112 2.3302329313009982 1.9786858800798373
leaf_count=54 199 184 18 8 19 22 71 54 14 13 9 48 200 26 83 23 67 31 23 14 1658 30 12 29 24 28 65 45 25 25
internal_value=0 -0.00117736 0.000542394 0.00110646 -0.00163753 0.000655057 -0.00040481 0.000921999 0.00115352 0.00155695 -0.00178459 -0.000831536 0.00189695 -0.000194445 -4.59141e-05 0.00012915 -7.19071e-05 -0.000502639 -0.000949525 -0.00207128 -0.00218039 0.000233344 0.00127608 -0.000343794 0.000334857 -0.000537332 -0.000225482 0.000836376 -0.00153059 -0.00106684
internal_weight=0 84.1797 38.5739 25.3372 52.7555 19.4521 31.4242 17.9446 16.9132 14.5153 49.4207 11.4286 13.2183 28.9508 27.5178 25.8879 23.8517 18.0758 13.9822 37.9921 36.5681 1.81082 5.77588 10.2713 7.06727 13.2367 11.6668 6.43288 5.2339 4.18567
internal_count=3121 2430 691 510 1962 311 468 289 281 227 1943 232 213 397 371 317 294 215 184 1711 1702 44 79 101 72 181 163 73 90 49
is_linear=0
shrinkage=0.00270954


Tree=148
num_leaves=31
num_cat=0
split_feature=4 403 151 484 11 1213 52 52 150 475 133 52 1374 448 1456 42 42 1366 394 123 13 13 159 16 4 0 0 0 43 4
split_gain=4.79243 3.57047 3.10335 3.03855 3.19638 3.12245 3.30813 2.64828 2.51247 2.4061 2.19746 2.59248 2.0799 2.02399 1.94292 1.63464 2.28845 1.40297 1.46747 1.90953 2.26555 2.5621 1.93046 1.90848 1.99126 2.02044 1.77827 2.31641 3.42473 1.4078
threshold=0.27287000000000006 -1.0000000180025095e-35 -0.27559499999999998 -0.0068949999999999992 0.081790000000000015 -1.0000000180025095e-35 0.19022000000000003 0.13389000000000004 0.097210000000000005 -0.086424999999999988 -0.25159999999999993 -0.43320999999999993 0.10637000000000001 -0.083859999999999976 0.091180000000000011 -0.11466499999999999 -0.106335 -1.0000000180025095e-35 -0.081209999999999991 1.0000000180025095e-35 -0.53104499999999988 -0.094514999999999988 0.099035000000000026 0.25084500000000004 -0.49013999999999996 -0.030209999999999997 -0.10011499999999998 -0.084044999999999995 -0.083879999999999996 -0.080744999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 9 -2 8 5 -5 7 10 -3 -1 -7 -12 13 -13 -4 -15 -17 -18 -19 20 -20 -22 23 24 -23 26 -26 -28 29 -29
right_child=2 3 14 4 -6 6 -8 -9 -10 -11 11 12 -14 15 -16 16 17 18 19 -21 21 22 -24 -25 25 -27 27 28 -30 -31
leaf_value=0.0029178673065827026 -0.0028513171741612422 -0.0024065298463818658 0.0017331336227606898 -0.0027345361820837128 -0.0028043756726637069 -0.0023286858999802241 -0.0017425742737123906 0.0033252176492075485 0.0019296113895973421 -0.0023821674138709737 -0.002112533836310162 -0.0027928193049793514 -0.0031128825731902895 -0.0015986371237013592 -0.0025685447762916406 0.0052506713485829352 -0.0022848464863919806 -0.0015407622966186348 -0.0035185131874877667 0.0027867415723773293 0.0024279938908764137 -0.0037712488322633715 -0.0024367871920809151 0.0039568085174058361 0.0010750027609728176 0.0029852548393253936 -0.0026890529841310583 0.00528003996040609 -0.0017257477046365738 0.0007898384346197387
leaf_weight=0.63967578113078971 1.3127198088914145 8.0486376136541349 11.162396198138591 3.0115101421251884 3.270745917223393 2.3721232935786238 6.4229994099587193 1.9398969197645772 1.0661596572026599 10.663794673047958 2.9303449559956709 1.2151544038206328 1.1065215598791827 2.0790285766124716 0.79225092381239015 0.80381990410387416 1.0609473027288903 1.7631529411301006 0.86292824894188669 3.5316384276375166 5.7212261408567313 0.75708881113678117 1.5377768352627743 1.1580441175028671 8.8371116071939451 2.2339499350637722 2.6189888622611743 0.99091444723308086 2.2860174141824254 0.97695452254265525
leaf_count=6 15 416 326 188 111 114 237 24 16 729 161 21 18 41 11 7 27 45 5 107 83 8 56 18 74 27 120 13 69 28
internal_value=0 -0.000699974 0.00102266 -0.000472227 -0.000253568 -0.000105164 4.36597e-05 0.000288895 -0.00189933 -0.00208223 0.000157546 0.000296407 0.00047493 0.000578222 0.00144806 0.000688281 0.000823582 0.000719944 0.000815747 0.000947596 0.000715467 0.000850197 0.000428315 0.000650173 0.000445413 0.000623322 0.000287456 -0.000725167 0.000483937 0.00305087
internal_weight=0 79.9072 13.2674 68.6037 59.4889 56.2181 53.2066 46.7836 9.1148 11.3035 44.8437 42.4716 39.5413 38.4347 11.9546 37.2196 35.1406 34.3367 33.2758 31.5126 27.981 27.1181 21.3968 19.8591 18.701 17.9439 15.71 6.87288 4.25389 1.96787
internal_count=3121 2769 352 2034 1602 1491 1303 1066 432 735 1042 928 767 749 337 728 687 680 653 608 501 496 413 357 339 331 304 230 110 41
is_linear=0
shrinkage=0.00265431


Tree=149
num_leaves=31
num_cat=0
split_feature=1 484 150 15 403 50 52 1213 15 0 151 15 475 4 1374 16 3 12 42 16 2 0 151 150 47 14 156 1 12 47
split_gain=4.39304 2.79124 2.53485 2.44672 2.24898 2.17901 2.07951 2.0851 2.77771 2.3533 2.1779 2.28192 2.04734 1.75245 1.64065 1.58876 1.43251 1.3991 2.5155 1.77006 1.73906 2.34384 1.29329 1.29241 1.24014 1.21808 1.15541 1.21181 1.47553 1.40073
threshold=0.094385000000000011 -0.0068949999999999992 0.080470000000000014 -0.24436499999999997 -1.0000000180025095e-35 0.11843500000000001 0.19022000000000003 -1.0000000180025095e-35 -0.0063699999999999989 0.024095000000000002 -0.0071249999999999985 -0.090344999999999995 -0.086424999999999988 -0.49013999999999996 0.093750000000000014 0.27776000000000006 0.14121000000000003 0.092355000000000007 0.081660000000000024 -0.081414999999999987 0.088225000000000012 -0.13455999999999999 -0.086379999999999985 0.083095000000000016 0.09550500000000002 -0.46885499999999997 0.096630000000000008 0.10752500000000002 0.090995000000000006 0.093140000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 5 12 25 7 -6 9 10 11 23 -3 15 -4 -10 22 18 20 -20 21 -15 -14 -9 -12 -2 27 28 29 -5
right_child=2 4 14 26 6 -7 -8 8 13 -11 24 -13 16 17 -16 -17 -18 -19 19 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0039771075434729365 -0.00084145588548257004 0.0040243216336778957 0.0026783950554189859 0.0007933508691126928 -0.0038943322568510495 -0.0028723024830689314 -0.0034129513470244777 -0.0012592425762326675 -0.0039146557473448062 0.0045631087391899078 -0.0039392905055547949 -0.0027144072185190712 0.0036232065908118121 0.0034640140354812868 -0.0032267469950156341 0.001307532114513287 0.0047577915067687649 -0.00052852426827535012 0.0081530615649059619 0.00246135885739738 0.0030059996132591623 -0.0031484554511628194 -0.0039294041196440855 0.0033053062818987149 0.0017672964346509457 0.0035411232544859551 -0.0041111598824336345 0.0001310198922219776 -0.0042084318141805072 -0.0036687036209064844
leaf_weight=5.3441395456902674 1.1526963012292979 0.60452961921691795 8.0402433769777382 3.3357331128791072 2.2558685094118109 1.2443422619253395 3.5728751057758918 1.4237626967951658 1.8227340667508571 0.93348725512623865 5.6555876536294774 3.1405126471072444 0.34824565798044105 1.1979612614959481 0.75597661174833852 1.6126003498211501 0.3131679743528365 3.3731338009238234 1.5015498585999014 1.723633457906544 3.2727684797719121 2.2964839758351463 7.6003277814015737 2.5297568291425705 0.62067892681807268 4.8518059393391004 1.4704167088493694 12.585531185381113 2.5147243095561862 1.4969611112028358
leaf_count=397 33 6 217 64 177 20 195 31 30 9 261 118 5 10 10 11 2 70 15 28 45 89 626 25 28 175 73 218 118 15
internal_value=0 -0.00135617 0.000371382 -0.000181066 -0.00105034 0.00174328 -0.000634253 -0.000336657 -7.86362e-05 -0.00131981 -0.00173055 -0.000275707 -0.0027836 0.000978068 0.00217089 -0.00146328 -0.00328175 0.00160557 0.00232597 0.00511125 0.000998538 -0.000881577 -0.00359851 0.0016615 -0.00337495 0.00269979 -0.000832799 -0.000590961 -0.00182765 -0.000588802
internal_weight=0 51.1438 37.4484 28.6522 45.7997 7.24884 36.9334 33.3605 31.1047 14.3038 13.3703 7.09403 8.86627 16.8009 8.79622 3.43533 8.26174 13.3655 9.9924 3.22518 6.76721 3.49445 7.94857 3.95352 6.27627 6.0045 21.4034 19.9329 7.34742 4.83269
internal_count=3121 2178 943 716 1781 228 1142 947 770 472 463 174 639 298 227 41 633 257 187 43 144 99 631 56 289 208 488 415 197 79
is_linear=0
shrinkage=0.00383233


Tree=150
num_leaves=31
num_cat=0
split_feature=12 4 1 13 3 15 48 4 3 52 41 16 130 2 47 11 47 48 14 3 14 2 1 39 15 123 0 475 48 13
split_gain=18.8123 7.93373 6.73086 4.99276 3.84954 3.22953 2.511 3.31044 2.50344 2.28121 2.53053 2.5484 2.12234 2.70038 2.11375 2 1.78192 2.63638 2.20929 1.77735 1.64699 1.97476 1.56529 1.25204 1.36522 1.83511 1.43979 1.38527 1.23791 1.15094
threshold=0.051320000000000005 0.36766000000000004 0.092390000000000014 -1.0000000180025095e-35 0.14121000000000003 0.17980000000000004 0.11951500000000001 -0.15464999999999998 -0.10023499999999998 -0.12005499999999998 0.078475000000000017 -0.0083599999999999976 -0.082549999999999985 0.088475000000000012 0.096475000000000019 0.087830000000000005 0.090100000000000013 0.10396500000000002 1.0000000180025095e-35 -0.14847999999999997 -0.10708499999999999 0.090310000000000015 0.098220000000000016 0.095450000000000021 -0.008624999999999999 1.0000000180025095e-35 -0.22491999999999998 -0.034084999999999997 0.086035000000000014 -0.094514999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 19 16 5 8 7 -5 9 -2 11 22 13 -10 20 -3 18 -18 -4 -1 -9 -22 -11 24 26 27 28 -26 -21 -14
right_child=1 15 3 6 -6 -7 -8 14 12 10 -12 -13 29 -15 -16 -17 17 -19 -20 23 21 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=0.00068012910975812622 -0.0017199493539835908 0.0018241364370174635 0.0018178488813991882 -0.0015648091118849446 0.0006526861834578614 0.00059316662486480682 -0.00099520621428001409 -0.00036654487001165132 -0.0018422633949272025 -0.0012928313338620842 -0.001904746137661709 0.00089186306449510339 -0.00083186093471422423 0.0017481687046368268 -0.00075195079542172234 -5.250653196962297e-05 -0.00078268945878125944 0.0018933192100800012 -0.00091554274143498739 0.00050489615797676883 7.6795970800519413e-05 0.001772148022686359 0.001014829215840296 -0.0019668068654006901 0.00096189700725873015 0.0017281101030660417 -0.0018605448667930685 -0.0011519180068993401 -0.0012420131812058959 -0.0016111676124386431
leaf_weight=3.0544131770730045 4.9662700314074781 3.2551216147840014 13.713560547679663 2.2257068622857394 3.5918182581663123 2.9639152139425269 4.8426664508879176 2.1987807527184549 1.1872121989727014 4.2921301145106554 2.5364282932132474 5.4018520768731815 6.595537867397069 1.403526972979307 2.4931955337524405 3.7551799938082695 2.5870848111808291 2.0075664035975933 0.97228160127997476 2.3654573820531395 2.9212977588176638 7.5917039979249239 1.1427899226546285 2.3235411513596764 1.3733106851577757 1.5145842954516409 3.6686647031456223 3.1021768394857636 2.6306209489703178 49.406996082514524
leaf_count=22 124 43 292 32 22 21 40 24 33 81 48 55 120 17 21 36 20 32 12 22 26 88 8 40 16 10 51 53 20 1692
internal_value=0 -0.000971555 0.000283889 0.0006861 -0.00112189 -0.00120167 0.000120996 0.000431105 -0.00127082 -0.000705829 -0.000329226 3.95366e-05 -0.00144766 0.000102845 0.000723267 0.000818883 0.00133892 0.000386554 0.00163688 -0.000550415 0.00101261 0.00130105 -0.000807604 -0.00077179 -0.000582319 6.09172e-05 -0.001027 -0.00050329 -0.000414917 -0.00151939
internal_weight=0 90.4988 61.5866 41.5538 83.4885 79.8967 22.2734 17.4307 76.9327 18.3395 13.3732 10.8368 58.5933 2.59074 15.205 7.0103 19.2805 4.59465 14.6858 20.0328 12.7118 10.513 5.43492 16.9784 14.6548 5.99007 8.66474 4.47549 4.99608 56.0025
internal_count=3121 2300 821 587 2221 2199 231 191 2178 316 192 144 1862 50 159 79 356 52 304 234 138 114 89 212 172 79 93 69 42 1812
is_linear=0
shrinkage=0.00175225


Tree=151
num_leaves=31
num_cat=0
split_feature=1 12 12 52 151 50 47 3 2 160 42 38 159 14 48 15 150 447 376 132 0 43 4 1186 43 43 0 130 1212 3
split_gain=14.0338 5.36748 4.25665 3.20879 2.95395 3.14507 3.58416 2.8774 2.87392 2.61555 2.78042 2.26184 2.12911 2.10052 2.0072 3.28635 2.50643 1.67902 1.64382 2.01545 2.06501 2.16428 1.51637 1.13434 2.10083 1.34146 1.91435 1.34626 1.15904 1.21228
threshold=0.099195000000000019 -0.064509999999999984 0.083370000000000014 -0.43320999999999993 -0.40381499999999992 0.10965000000000001 0.13148500000000005 0.10732000000000001 0.11448000000000001 -0.079009999999999983 -1.0000000180025095e-35 0.10657000000000001 -1.0000000180025095e-35 0.062655000000000016 0.091545000000000015 -0.037864999999999989 0.084680000000000019 0.081385000000000013 0.049360000000000008 0.081465000000000024 -0.10096999999999999 0.070450000000000013 0.09173000000000002 0.085175000000000015 0.0010100000000000003 -0.17390999999999998 -0.077999999999999986 0.15486500000000003 -0.50120999999999993 -0.116045
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 11 13 -3 -5 6 8 14 9 -6 -11 -2 -7 17 23 16 -16 18 19 20 -1 -22 -12 25 -25 26 -4 28 -27 -30
right_child=1 3 7 4 5 12 -8 -9 -10 10 22 -13 -14 -15 15 -17 -18 -19 -20 -21 21 -23 -24 24 -26 27 -28 -29 29 -31
leaf_value=-0.00022212280457166035 0.002191356022644714 -0.00233587223157338 -0.0023460184264347222 -0.0025435331606941222 -0.0015057045442126655 -0.0024918419354173931 -0.0016187688723909989 0.00057847926859593251 0.0019192497826307879 -0.0012302588293395106 0.00025216174639255007 -0.00065468229085939177 0.00064517220852072419 -0.0024638350435358769 -0.0023525285261260108 0.0019039983588884798 0.0028557666532642231 0.0020830224515590336 0.0010890033902356707 0.0015409047255377916 -0.0022351434716795775 0.00078035530764163845 0.0020247895038754912 -0.0023464249484645757 0.0022508125327183651 0.0010436612040875851 0.00077315546629721393 0.001656962934210893 -0.00091308658715615867 -0.0021968449612595454
leaf_weight=12.14444316737355 9.6199398618191463 2.7797674220055333 1.7935047615319488 1.9143531434237946 3.1590586286038222 3.0451476033776999 3.2234406098723403 3.2651816233992568 9.1429875586181861 2.7546172142028871 4.0688316058367437 1.6688803434371937 1.7266600988805283 2.3513264637440434 3.2964820452034478 2.095040261745452 0.54894027858972538 1.4966431595385064 3.3884560763835898 2.0394964255392543 6.6955351456999797 1.4801301117986438 6.2071299720555544 1.0417378433048718 0.98485820367932309 0.62287641689181228 2.2709848061203948 0.51635736785828967 4.1962714530527512 34.938788048923023
leaf_count=123 240 106 66 17 40 50 26 18 155 27 51 18 17 48 128 16 7 20 39 22 136 19 69 34 8 19 35 12 63 1492
internal_value=0 0.000404171 -0.00110866 -1.52885e-06 0.000182595 0.000339184 0.000622575 -0.00147685 0.000907775 0.000336551 0.000783177 0.00177061 -0.00135673 -0.000417321 -0.00160515 -0.000370084 -0.00160904 -0.000240699 -0.000375768 -0.000597745 -0.000812398 -0.00168921 0.00132291 -0.00176339 -0.000112321 -0.00183886 -0.000603217 -0.00196356 -0.00201058 -0.00205919
internal_weight=0 49.3108 85.1671 38.022 35.2422 33.3279 28.5561 55.571 25.3326 16.1896 13.0306 11.2888 4.77181 29.596 52.3058 5.94046 3.84542 27.2447 25.7481 22.3596 20.3201 8.17567 10.276 46.3654 2.0266 44.3388 4.06449 40.2743 39.7579 39.1351
internal_count=3121 816 2305 558 452 435 368 1898 342 187 147 258 67 407 1880 151 135 359 339 300 278 155 120 1729 42 1687 101 1586 1574 1555
is_linear=0
shrinkage=0.00225675


Tree=152
num_leaves=31
num_cat=0
split_feature=12 4 1 13 3 15 47 4 3 52 41 16 0 130 2 11 47 14 48 474 1 3 52 457 13 15 1 0 48 49
split_gain=13.8516 6.27332 4.97368 3.72913 3.14308 2.84756 2.38892 3.08621 2.04727 1.84953 2.14306 2.21824 1.70986 1.66423 2.06493 1.66143 1.59434 2.4456 2.23319 1.48891 1.465 1.46224 1.70231 1.31951 1.11014 1.36166 0.997702 0.972633 0.966594 0.93964
threshold=0.051320000000000005 0.36766000000000004 0.092390000000000014 -1.0000000180025095e-35 0.14121000000000003 0.17980000000000004 0.096475000000000019 -0.15464999999999998 -0.10023499999999998 -0.12005499999999998 0.078475000000000017 -0.0083599999999999976 0.11070500000000001 -0.082549999999999985 0.088475000000000012 0.087830000000000005 0.090100000000000013 0.018475000000000002 0.10396500000000002 0.084660000000000027 0.10312500000000001 -1.0000000180025095e-35 -0.07167999999999998 0.091015000000000013 -0.094514999999999988 0.090455000000000021 0.12337000000000002 -0.22491999999999998 0.086035000000000014 -0.23360999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 12 16 5 8 7 -5 9 -2 11 20 19 14 -10 -3 17 -4 -18 27 -11 -9 -23 -24 25 -15 -8 28 -1 -26
right_child=1 15 3 6 -6 -7 26 21 13 10 -12 -13 -14 24 -16 -17 18 -19 -20 -21 -22 22 23 -25 29 -27 -28 -29 -30 -31
leaf_value=0.00051257287918246943 -0.0019032122756710576 0.0020571628506825725 0.0020531790852205967 -0.0017342237177894744 0.00072728920801708315 0.00073420417374808029 -0.0018187506770940558 0.002194174988970028 -0.0021017490637939697 -0.00152131762790782 -0.0021674404842310343 0.0010230106044566486 0.0007064250742362878 -0.0012668138176917983 0.001802104737192344 -1.4390571041013484e-05 -0.00083698523957682739 -0.001641164943631443 0.0021521606151577713 0.00044386427482139603 0.0011256182279390655 -0.00075014497113950584 0.0004493197328464735 0.0022206589021977201 0.00069277262840349799 0.0013619326870893114 -0.00010027093116783124 -0.0016394816984148491 -0.0013566971276006486 -0.0018131333400897007
leaf_weight=2.1972257290035486 4.0672982670366755 2.8475125767290583 11.593129688873887 2.0107728131115463 3.3455171175301066 2.7450848817825309 2.750615593045949 2.938781177625061 0.96278623677790109 3.6492595970630628 2.1074741864576927 4.9000129252672195 3.5622565969824782 4.7138527762144724 1.2766970451921222 3.4912193678319454 2.4762220382690421 0.77435881085693914 1.7127986922860143 2.8801500089466563 1.1030738055706022 2.8109430633485308 4.7060573771595928 2.6701658591628075 0.61579161137342353 0.96094387583434571 2.7237476259469986 7.057626108638944 2.2869741916656494 38.729580332525082
leaf_count=24 124 43 294 31 22 21 30 53 33 82 48 55 26 106 17 36 20 10 32 37 7 24 38 31 4 14 24 127 20 1688
internal_value=0 -0.00100019 0.000326622 0.000747056 -0.00117579 -0.00127251 0.000175668 0.000587743 -0.00135982 -0.000733301 -0.00032867 7.28033e-05 -0.000542279 -0.00156965 0.000123782 0.000916202 0.00145837 0.00182187 0.000385211 -0.000850712 -0.000906932 0.000943447 0.000582639 0.00109054 -0.00165388 -0.000821674 -0.000963728 -0.00117376 -0.000440768 -0.00177391
internal_weight=0 75.5161 55.1518 37.1676 69.1774 65.8319 20.6111 15.1367 63.0868 15.8271 11.7598 9.65235 17.9842 47.2597 2.23948 6.33873 16.5565 12.3675 4.18902 14.422 4.75233 13.1259 10.1872 7.37622 45.0202 5.6748 5.47436 11.5418 4.4842 39.3454
internal_count=3121 2300 821 587 2221 2199 231 177 2178 316 192 144 234 1862 50 79 356 304 52 208 89 146 93 69 1812 120 54 171 44 1692
is_linear=0
shrinkage=0.00201268


Tree=153
num_leaves=31
num_cat=0
split_feature=1 12 12 3 3 39 47 16 15 124 52 4 51 50 1429 0 1 4 2 49 13 0 403 403 3 1 15 4 48 3
split_gain=16.417 5.45063 4.03389 3.14504 2.9923 2.95918 3.16033 2.99017 2.8205 2.42381 2.38165 2.37659 1.97437 1.97635 1.97904 1.98674 3.17998 2.33953 2.03881 1.80751 1.83284 1.73226 1.36965 2.34406 2.17929 1.25423 1.44089 1.23892 1.16537 1.09594
threshold=0.104035 0.083370000000000014 -0.064509999999999984 0.16158000000000003 0.10732000000000001 0.15619500000000003 0.10904500000000002 0.062650000000000025 0.083195000000000005 -0.088544999999999985 0.13796000000000003 0.40124500000000002 -0.10748999999999999 0.07826000000000001 0.084990000000000024 -0.074479999999999977 1.0000000180025095e-35 -0.46376499999999993 0.089885000000000007 -0.081604999999999997 -0.080759999999999985 -0.046359999999999991 0.03138500000000001 0.095105000000000009 -0.082404999999999992 0.10887500000000001 -0.070929999999999979 0.0082450000000000006 0.085130000000000025 -0.10519499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 8 9 5 11 6 7 10 12 -2 21 19 -1 14 15 16 -14 -17 28 20 -3 25 -21 24 -24 -4 -27 -9 -18 -8
right_child=2 4 3 -5 -6 -7 29 27 -10 -11 -12 -13 13 -15 -16 17 18 -19 -20 22 -22 -23 23 -25 -26 26 -28 -29 -30 -31
leaf_value=-0.0018587775259637153 -0.00051722183445885466 -0.0014747454915569759 0.0014733585480066142 0.0014530949288944412 0.00043062082093192627 0.0021598367291327668 0.0001319036510672278 -0.0018071852869365904 -0.0018975522675756728 0.0017319049998072151 -0.00096000806667501093 0.0012658212502239688 -0.0018943796779541337 -0.0015242755316724535 0.0016901302833613224 -0.00074979996860948732 -0.00016308592327932362 0.0014057287877141285 0.00071337267138833565 -0.001562312443598045 0.00055817579281436706 0.001952515375195858 0.0012708248748069648 -0.0014425716960790945 -0.0018340514677205827 -0.00061377556745578288 0.0009867145257878645 -3.5785616635788658e-05 -0.0016557880901619036 -0.0015368408422643468
leaf_weight=2.0090043600648668 1.8031712695956219 2.5511247459799051 2.7303154356777686 4.7203337308019391 3.3814954198896876 1.7128248699009407 1.538443502038717 2.9354366175830355 3.2234868295490733 8.8605186920613033 2.8773778602480879 1.1265238672494877 3.4438583515584602 2.5892549715936175 2.2260634768754235 2.2979625351727009 5.2959200348705036 5.0010433010756961 6.6641459092497826 43.681038612499833 3.0384076386690131 3.1796779725700679 2.3988626543432479 6.7905390299856663 1.0021945107728223 4.1423828750848788 3.0569133982062322 2.1307934615761042 2.3661257401108742 6.150575838983058
leaf_count=54 21 44 31 83 19 23 12 69 71 206 29 11 76 40 22 15 53 54 59 1588 31 56 41 194 34 36 27 21 24 77
internal_value=0 -0.00088097 0.000398863 0.000110034 -0.00118826 -9.81336e-05 -0.000232693 0.000121669 -0.000321207 0.00135159 0.000496827 -0.00127861 -0.000161884 -4.78093e-05 9.22505e-05 -4.96369e-05 -0.000368679 0.000727099 -1.91769e-06 -0.00132681 -0.000369672 0.00081659 -0.00142612 -0.000842398 0.000355906 0.000452842 6.5813e-05 -0.00106216 -0.000624049 -0.00120295
internal_weight=0 99.0871 45.8388 35.1751 63.9702 30.4547 28.7419 21.0529 35.1169 10.6637 15.9867 60.5887 31.8934 29.8844 27.2951 25.0691 17.7701 7.29901 14.3262 59.4622 5.58953 13.1093 53.8726 10.1916 3.40106 9.92961 7.1993 5.06623 7.66205 7.68902
internal_count=3121 2430 691 464 1962 381 358 269 468 227 179 1943 397 343 303 281 212 69 136 1932 75 150 1857 269 75 94 63 90 77 89
is_linear=0
shrinkage=0.00176831


Tree=154
num_leaves=31
num_cat=0
split_feature=12 4 1 13 3 15 3 48 4 2 457 52 41 16 130 2 11 47 48 14 3 1 13 15 0 39 48 51 0 15
split_gain=15.2111 6.37108 5.34132 4.46154 3.4223 2.91343 2.21318 2.21223 2.73613 1.96731 1.97559 1.93072 2.28667 2.23 1.77215 2.17177 1.76896 1.6588 2.36965 2.28096 1.55755 1.32089 1.26447 1.68042 1.23326 1.12672 1.19732 1.58943 1.72624 2.23644
threshold=0.051320000000000005 0.36766000000000004 0.092390000000000014 -1.0000000180025095e-35 0.14121000000000003 0.17980000000000004 -0.10023499999999998 0.11951500000000001 -0.15464999999999998 0.12043500000000001 0.083190000000000014 -0.12005499999999998 0.078475000000000017 -0.0083599999999999976 -0.082549999999999985 0.088475000000000012 0.087830000000000005 0.090100000000000013 0.10396500000000002 0.018475000000000002 -0.14847999999999997 0.10312500000000001 -0.094514999999999988 0.090455000000000021 -0.10224499999999999 0.095450000000000021 0.085845000000000019 -0.096089999999999981 -0.22491999999999998 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 20 17 5 6 11 8 -5 10 24 -2 13 21 15 -8 -3 19 -19 -4 -1 -13 23 -16 -10 26 27 -22 -29 -30
right_child=1 16 3 7 -6 -7 14 -9 9 -11 -12 12 -14 -15 22 -17 -18 18 -20 -21 25 -23 -24 -25 -26 -27 -28 28 29 -31
leaf_value=0.00089027276818960568 -0.0021599366830462423 0.0023246658327292012 0.0023426225448036899 -0.0019358650524465225 0.00083655558839638804 0.00079139306315377913 -0.0023745665742697492 -0.0012557332233284861 -0.00089980108136271473 0.0025946665636340373 0.0018717694097736865 -0.0016274637286023469 -0.0024575593858254734 0.0011108603313546726 -0.0014392525373484798 0.0020272914993881667 -6.9589470925745706e-05 -0.00092213235538970149 0.0024458257195311894 -0.0015892910104232248 -0.0023857250204956824 0.001176980610489772 -0.0020235807060264596 0.001828556930082951 0.00087231270349300569 -0.0025126762578361632 -0.0017598117913133155 0.0016597341259788753 -0.00264719765988241 0.00043624353027145457
leaf_weight=2.863632787019017 4.2911307942122248 2.8651809301227322 12.211987668648362 2.0472552329301896 3.4903375394642344 2.8289984911680213 1.0172222256660455 4.5965601392090312 4.7514821514487284 2.7623096611350766 3.5986955296248189 3.9393031802028418 2.2679456621408454 5.1798412948846799 4.9784972351044408 1.3406688123941419 3.584639810025692 2.5744107551872721 1.8546189349144695 0.8119680769741543 1.5335948672145594 1.1110950186848638 43.044719595462084 0.97030609659850586 3.5335006210952962 2.0260013211518517 3.8868179544806472 2.6031798366457206 1.8170106429606656 3.6565113738179225
leaf_count=22 124 43 294 32 22 21 33 40 44 43 38 82 48 55 106 17 36 20 32 10 42 7 1692 14 34 40 43 21 26 40
internal_value=0 -0.00117185 0.000359188 0.000837694 -0.00135946 -0.00146747 -0.00156125 0.000139732 0.00052398 0.000867823 0.000466426 -0.000845266 -0.000393887 6.36099e-05 -0.00179534 0.000128278 0.000994002 0.0016891 0.000488172 0.00209749 -0.000649073 -0.00101048 -0.00188791 -0.000906242 -0.000144004 -0.000933045 -0.000695932 -0.000265653 0.000136904 -0.000587347
internal_weight=0 80.9099 57.1295 38.7428 74.4601 70.9697 68.1407 21.2898 16.6932 14.646 11.8837 16.7893 12.4982 10.2302 51.3514 2.35789 6.44982 17.453 4.42903 13.024 18.3867 5.0504 48.9935 5.9488 8.28498 15.5231 13.4971 9.6103 8.0767 5.47352
internal_count=3121 2300 821 587 2221 2199 2178 231 191 159 116 316 192 144 1862 50 79 356 52 304 234 89 1812 120 78 212 172 129 87 66
is_linear=0
shrinkage=0.00227162


Tree=155
num_leaves=31
num_cat=0
split_feature=1 0 52 47 15 1 1 48 160 50 4 52 1429 4 150 159 133 16 16 132 1374 49 13 128 51 52 151 1186 4 151
split_gain=11.071 4.21825 4.00145 3.45806 3.65038 2.93771 2.73638 2.67667 3.43857 3.18282 2.53761 2.49677 2.39127 2.09709 1.93229 2.47296 2.49429 2.12194 1.67266 1.88214 1.86484 2.49868 1.41037 1.31025 1.19805 1.92193 1.08587 1.084 0.995263 0.995116
threshold=0.094385000000000011 0.041630000000000007 -0.43320999999999993 0.087885000000000019 0.035560000000000008 0.11146500000000002 0.077565000000000009 0.12879500000000002 -0.51146999999999987 0.11843500000000001 -0.49405499999999997 0.10347000000000002 0.084690000000000015 0.076415000000000025 -1.0000000180025095e-35 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.056919999999999991 -0.087989999999999985 0.081465000000000024 -0.094929999999999987 -0.0090649999999999984 -0.50061499999999992 0.086435000000000012 -0.076794999999999988 -0.13993999999999998 0.13982000000000003 0.088465000000000016 -0.07712999999999999 -0.27559499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 -2 4 7 -6 22 8 -4 23 11 -3 13 18 -5 -16 -17 -18 20 -20 -8 -22 -1 24 25 -10 27 29 -23 -24
right_child=2 10 3 14 5 -7 12 -9 9 -11 -12 -13 -14 -15 15 16 17 -19 19 -21 21 28 26 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0010623366579038281 -0.0020975511407625249 -0.0020797284841499435 -0.0023990870703736954 -0.0021979193585443583 -0.0018569514375046531 0.00078252014578644388 -0.0025873799000698614 -0.0013857192445035972 0.002301818384517389 -0.0012896328056745529 0.0011563009539266159 0.00087655587239681603 0.0015455137429330205 0.0013363071711607055 -0.0017753590453982605 -0.0015516741588167354 0.0016214578508045225 -0.00058070004221362124 -0.0016949211353013255 0.001317920845916708 0.0022092990752037786 0.00021338898536067677 -4.9285806873311336e-06 -0.00073615374660180005 0.0020440429392918637 -0.0010603498976784879 0.00050653826113043949 0.00015396191281193426 -0.0021564133111864276 -0.0017491247649278972
leaf_weight=0.88279866427183051 2.6744845872744909 2.8215480856597424 0.96090322732925315 2.0102059021592131 3.2980472361668935 3.7220055684447289 1.0542549341917036 1.5535827055573452 1.4039354156702759 1.5425397660583247 5.7963543739169818 2.0421254690736532 2.0145785287022582 1.7557368278503407 2.7421865295618764 2.1585478708147976 5.5876669920980904 2.6870767250657108 10.623963949270546 0.93555814959108907 1.9262845031917093 1.7987575978040693 1.4157483242452134 0.85002942569553752 17.415920363739144 1.4163126964122117 1.0414185430854548 1.3977573821321119 1.2425821935758059 32.382765346206725
leaf_count=6 119 47 11 21 82 42 8 10 26 20 60 16 24 20 54 28 59 36 326 20 14 51 38 13 403 19 16 36 38 1458
internal_value=0 -0.000931915 0.000325801 0.000462683 0.000840827 -0.000457514 -0.00114669 0.00120333 0.00137384 0.00153405 0.000246183 -0.000838464 -0.000565844 -0.000785809 -0.000338228 -5.44912e-05 0.000397805 0.000906346 -0.00099773 -0.00145108 -0.000127486 0.000394565 -0.0014808 0.00174062 0.00184465 0.000613356 -0.00154275 -0.00160339 -0.000754827 -0.00167606
internal_weight=0 69.1322 50.0234 47.349 32.1633 7.02005 58.4722 25.1432 23.5896 22.6287 10.66 4.86367 21.3517 19.3371 15.1857 13.1755 10.4333 8.27474 17.5814 11.5595 6.02188 4.96762 37.1205 21.0862 20.2362 2.82025 36.2377 35.1963 3.04134 33.7985
internal_count=3121 2178 943 824 626 124 2055 502 492 481 123 63 501 477 198 177 123 95 457 346 111 103 1554 461 448 45 1548 1532 89 1496
is_linear=0
shrinkage=0.00203638


Tree=156
num_leaves=31
num_cat=0
split_feature=1 12 0 150 4 151 1 1429 2 4 47 48 52 4 16 151 3 147 15 14 47 132 151 151 4 47 12 1 3 1186
split_gain=20.8285 7.23937 4.99799 4.84814 4.75396 3.64032 3.23136 3.43252 2.9684 2.945 2.82997 3.30183 2.5859 2.58159 1.8328 1.94906 1.76972 1.71486 1.97204 1.58336 2.10857 1.57833 1.40737 1.39736 1.29219 1.18477 1.08883 1.00486 0.983689 0.952259
threshold=0.094465000000000007 -1.0000000180025095e-35 0.041630000000000007 0.081835000000000019 0.23246000000000003 -0.0096649999999999982 0.077565000000000009 0.084690000000000015 0.11448000000000001 -0.49405499999999997 0.090100000000000013 0.11280000000000003 0.10347000000000002 0.076415000000000025 -0.087989999999999985 -0.0038099999999999996 0.10732000000000001 0.088520000000000015 -0.074054999999999996 -0.46596499999999991 0.10843500000000002 0.081465000000000024 0.11265500000000002 0.13982000000000003 -0.07712999999999999 0.10621500000000002 0.088485000000000022 0.13146500000000003 0.090900000000000009 0.088465000000000016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 10 6 4 8 -6 16 13 27 12 22 -12 -4 14 15 -8 23 18 28 -7 -21 -16 -2 29 26 -10 -17 -3 -5 -1
right_child=1 3 9 17 5 19 7 -9 25 -11 11 -13 -14 -15 21 24 -18 -19 -20 20 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0016222043122923317 0.001836655710754583 -0.0015943183849111912 -0.0019045255337212423 0.00035924262629864555 -0.0015679202375937006 -0.00052426412532628427 0.00079567074967911745 0.0013621176874462674 0.00088893722176494529 0.00082251021704335262 -0.00088331415481246532 0.001971840177073178 0.00056921725822760998 0.0010062088753574872 -0.0015778143879336126 0.00075439326008749994 0.00013990623773614902 0.002043632522635733 -0.00066191487916111608 0.0016399739235953242 -0.00023746674775157131 0.00062972242253604943 -0.00043458479884362277 0.00028516053775252384 -0.0020183893301575018 -0.00088058946512120661 -0.0018758045023175342 -3.6434667687633823e-05 0.0021917934597233024 -0.00029335883484819
leaf_weight=48.321737594902515 12.533448318019509 12.819504970684649 3.4822817016392946 1.8211765810847285 2.6334603503346434 2.43505536019802 2.9791862145066261 2.3942796587944022 3.0307664759457102 6.8255167603492719 3.6066231131553641 2.0733794905245304 2.2681754268705845 2.1268878169357768 14.642802735790612 1.5450226143002512 2.1615972369909278 3.3859211206436157 2.8645834475755674 6.8182115852832776 2.7201591432094574 1.1342810690402974 0.95430271700024683 1.3494066856801499 2.3349836468696656 2.0697460025548935 0.76483848690986622 1.5036201365292061 1.995145086199045 1.8188132271170605
leaf_count=1490 251 274 47 21 21 24 18 24 35 60 26 30 16 20 332 27 12 50 28 83 20 20 14 16 42 20 24 12 28 36
internal_value=0 0.000301377 -0.00103623 -0.000100706 -0.000425839 0.000351209 -0.00119933 -0.000701932 -0.00101019 2.17118e-05 0.00122641 0.000158907 -0.000928797 -0.00089552 -0.00106836 -0.000342547 -0.00145819 0.000998394 0.000468661 0.000773307 0.00110456 -0.00141911 0.00167596 -0.00152528 -0.0010726 0.000170878 -0.000116515 -0.00143077 0.00131729 -0.001574
internal_weight=0 63.2651 94.1498 44.0974 34.0305 14.6069 81.5738 27.9223 19.4236 12.576 19.1678 5.68 5.75046 25.528 23.4011 7.62403 53.6516 10.0668 6.68091 11.9734 9.53837 15.7771 13.4878 51.49 4.64484 5.10051 2.30986 14.3231 3.81632 50.1406
internal_count=3121 937 2184 616 489 148 2061 507 341 123 321 56 63 483 463 111 1554 127 77 127 103 352 265 1542 93 55 51 286 49 1526
is_linear=0
shrinkage=0.00180288


Tree=157
num_leaves=31
num_cat=0
split_feature=1 52 12 484 160 3 47 15 48 14 1 3 42 43 3 123 0 376 42 15 49 1 3 484 130 133 0 4 47 130
split_gain=25.8461 7.21865 6.21133 5.45732 4.74967 4.12009 2.86936 2.91812 4.44654 2.54685 2.54124 2.23805 2.28159 2.18031 2.14791 2.85621 2.79367 2.31547 2.07823 2.0139 1.98443 1.80829 1.69696 1.50184 1.43431 2.27538 1.33281 1.10762 1.09472 1.01422
threshold=0.099195000000000019 -0.40306999999999998 0.083370000000000014 -1.0000000180025095e-35 -0.40698999999999991 0.10732000000000001 0.087885000000000019 0.035560000000000008 0.12879500000000002 0.062655000000000016 0.13501500000000002 -0.10023499999999998 0.084635000000000016 -0.015774999999999994 -0.14847999999999997 1.0000000180025095e-35 -0.13027499999999997 0.049360000000000008 0.095405000000000004 -0.008624999999999999 -0.23360999999999996 0.11634000000000001 0.090900000000000009 -0.092084999999999986 -0.082549999999999985 -0.032969999999999992 -0.019414999999999998 0.24564500000000003 0.09550500000000002 0.15486500000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 9 23 -5 11 7 8 -6 14 13 12 26 -8 -1 16 19 -17 -14 22 -13 -9 -16 -3 25 -22 -4 -25 -18 -26
right_child=1 3 5 4 6 -7 10 21 -10 -11 -12 20 18 -15 15 17 28 -19 -20 -21 24 -23 -24 27 29 -27 -28 -29 -30 -31
leaf_value=0.00087430415046869567 -0.0014228325534335316 0.00037585994036100037 -0.0017906823534139295 -0.0016647760233165945 0.0015783077466617226 0.00056172579104404451 0.0008073784741036322 -0.00096883554387313612 -0.0015781114125786222 -0.0018787322200358159 0.0016469657730150658 0.00039743103055708221 0.001197778762503245 -0.0008663550108224229 -0.0013992072663694523 -0.00050451225911019655 -0.0015050705259367404 0.0015792136501916237 -0.0010611819133222787 0.0010796387535627048 0.0015100477083052524 0.00089956169873304864 0.00016910902646042854 -0.0019618779729976758 -0.0015951191493247267 -0.0017752579578523729 -0.00045467441825656043 -0.00028801397788074995 4.094095561441171e-05 0.00038280303122706182
leaf_weight=4.3578977696597567 5.3819232545793048 2.1823082789778709 4.8317705802619448 2.0767400097101918 26.01350032910705 3.4979180842638007 3.6763326264917842 2.4829162359237662 1.3283230513334263 2.8693112749606362 2.7544280700385562 1.5904557853937138 2.7453820370137683 5.5025002248585215 3.5274862125515938 2.7902670167386523 9.2827305514365452 3.2913421094417572 1.9885590672492979 3.0469072461128253 1.1230552699416878 3.5841816551983356 4.3787577413022518 2.8857254162430754 51.905745018273592 1.274326255545019 3.7596806064248076 1.828865874558687 1.5075692702084769 0.74463087320327659
leaf_count=34 119 25 113 26 412 18 38 29 8 48 24 9 21 45 32 29 158 31 27 23 11 31 30 42 1618 32 36 17 22 13
internal_value=0 0.000436104 -0.000942454 0.000620298 0.00082372 -0.00122055 0.000937697 0.00119069 0.00142496 -0.000359623 0.000229403 -0.00130966 -0.00068917 -0.000195986 -0.000224185 -0.000396228 -0.000681358 0.000623192 0.00024887 -8.26828e-05 -0.00145564 0.000134934 -0.000530618 -0.000778312 -0.00150918 -0.000236254 -0.00120604 -0.00131256 -0.00128907 -0.00156715
internal_weight=0 59.6977 108.514 54.3158 47.4189 73.4615 45.3422 33.4089 27.3418 35.0523 11.9333 69.9636 13.3254 9.17883 32.183 27.8251 21.7435 6.08161 4.73394 10.9532 56.6382 6.0671 7.90624 6.8969 55.0478 2.39738 8.59145 4.71459 10.7903 52.6504
internal_count=3121 816 2305 697 613 1898 587 480 420 407 107 1880 197 83 359 325 265 60 48 85 1683 60 62 84 1674 43 149 59 180 1631
is_linear=0
shrinkage=0.00168276


Tree=158
num_leaves=31
num_cat=0
split_feature=1 12 0 150 4 151 1 2 4 4 2 3 43 47 48 151 14 47 2 147 12 403 1213 151 151 159 3 47 15 16
split_gain=20.3512 7.13045 5.47502 4.99385 4.52717 3.92014 3.86084 3.53809 3.53532 3.06302 4.76337 3.36289 2.94916 2.79037 3.16945 2.14779 2.03303 1.94687 1.83181 1.8195 1.80089 1.70574 2.64132 1.60234 1.58616 1.53688 1.40369 1.35446 1.10989 1.07718
threshold=0.094385000000000011 -1.0000000180025095e-35 -0.060129999999999996 0.081835000000000019 0.23246000000000003 -0.0096649999999999982 0.077565000000000009 0.11448000000000001 0.053925000000000008 -0.49405499999999997 0.10731 -0.086274999999999977 -0.45785999999999999 0.090100000000000013 0.11280000000000003 -0.086654999999999982 -0.46885499999999997 0.10843500000000002 0.088850000000000012 0.088520000000000015 0.090545000000000014 0.03138500000000001 -1.0000000180025095e-35 0.11265500000000002 0.13982000000000003 0.088800000000000004 0.11296500000000002 0.10621500000000002 -0.074054999999999996 -0.08947999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 13 6 4 7 -6 24 -3 15 12 25 -12 -4 23 -15 -8 -7 -18 21 20 28 -17 -23 -2 26 -11 -1 -9 -5 -20
right_child=1 3 9 19 5 16 8 27 -10 10 11 -13 -14 14 -16 18 17 -19 29 -21 -22 22 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0015678025043871519 0.0017424014786914549 -0.0013735938980815709 0.00091042134228087727 0.0016233257633021072 -0.0015468673127210521 -0.0008073867714274189 0.00055524488533292534 0.00099950800775539927 0.0012256145388736175 0.001709801397425302 0.0012771497873303834 -0.0018599492578511806 -0.0017257870025930895 -0.00079613836294636442 0.0018694935796703044 -0.0016021945400143897 0.0014966987589947695 -0.0001972571388958148 0.00076307993421027593 0.0019701010741421401 -0.0010412170462377112 -0.0017759664220218447 0.0020322275925045946 -0.00050425119451387272 0.00044381415284207499 0.00011957226795551079 6.9722811074312416e-05 -0.00078694798017686185 -5.6664203193998626e-05 -0.00081545782397195003
leaf_weight=46.287336524575949 12.571098743006589 14.590483000501992 1.6413619592785833 3.0054336749017234 2.738456141203641 2.1139988079667082 2.7726149540394607 3.0814881063997737 2.6681424528360358 5.1383166462182981 1.3937730416655547 3.5978595782071343 5.2005537897348431 3.6990848593413821 2.0315592959523201 12.705032560974361 7.4148546420037729 2.7287073060870171 2.1043136119842529 3.4791981652379036 1.7710193134844301 1.1162708383053543 1.0290779192000616 1.0081447921693314 1.2491439506411541 2.7392142787575722 1.5919051840901364 2.0966862998902798 1.8788940608501419 3.2090246304869643
leaf_count=1432 252 291 9 40 21 17 32 35 26 36 16 91 73 26 30 318 90 20 16 50 23 35 12 14 16 23 9 20 14 34
internal_value=0 0.000280903 -0.000970227 -9.38105e-05 -0.000402555 0.000307862 -0.00118225 -0.00094146 -0.000642409 -0.000166377 0.000326459 -0.000984003 -0.00109337 0.00115218 0.00014885 -0.000859713 0.000722226 0.00104101 -0.00105428 0.000965281 0.000439995 -0.0013634 5.07428e-05 0.00157561 -0.00146359 0.00115684 -0.00151336 0.000276157 0.00097707 -0.000190288
internal_weight=0 64.2091 94.4439 44.8992 34.7647 14.996 74.7329 19.7687 25.6045 19.7111 12.8692 4.99163 6.84192 19.3099 5.73064 22.9363 12.2576 10.1436 20.1637 10.1345 6.65535 14.8504 2.14535 13.5792 49.1284 7.87753 47.8792 5.17817 4.88433 5.31334
internal_count=3121 943 2178 621 494 148 1930 346 473 248 166 107 82 322 56 447 127 110 415 127 77 365 47 266 1457 59 1441 55 54 50
is_linear=0
shrinkage=0.00171462


Tree=159
num_leaves=31
num_cat=0
split_feature=12 4 1 13 0 16 48 4 14 2 160 1 12 3 2 129 1 151 13 11 47 14 48 132 148 158 4 2 51 12
split_gain=6.77256 3.16429 2.646 2.64275 2.07467 1.73184 1.65683 1.72568 1.62122 1.86252 1.58037 1.83403 1.55707 3.48002 2.34598 2.16673 2.46432 1.86304 1.44083 1.42903 1.41088 2.32551 1.51542 1.16222 1.15504 1.12502 1.35777 1.80787 1.05518 1.12493
threshold=0.051320000000000005 0.36766000000000004 0.092390000000000014 -1.0000000180025095e-35 -0.060129999999999996 0.51524500000000006 0.11951500000000001 -0.15464999999999998 -0.10708499999999999 0.090310000000000015 -0.075414999999999982 0.11588000000000001 0.092255000000000018 -0.078934999999999991 0.088225000000000012 0.087505000000000013 0.078340000000000007 0.13982000000000003 0.11596500000000001 0.087830000000000005 0.090100000000000013 0.057600000000000005 0.086665000000000006 0.12527000000000002 -0.077339999999999978 0.093160000000000007 -0.51843499999999987 0.113445 0.08955500000000001 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 28 20 10 18 7 -5 -9 -10 -2 12 13 14 -12 16 17 -16 25 -3 21 -4 -22 -14 -11 26 -6 -28 29 -1
right_child=1 19 3 6 5 -7 -8 8 9 24 11 -13 23 -15 15 -17 -18 -19 -20 -21 22 -23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=-0.0018251567653381072 -0.0035636262904694509 0.0035269277692829381 0.0035841575885912063 -0.0028535207640136896 -0.0030161934157566044 -0.0038834528787386681 -0.0019385737131199046 -0.0018105700129475216 -0.0002639473539198987 3.4151186944718033e-05 -0.0032309395463490168 0.001515702772211033 -0.0034747939781306571 0.0019646899949053494 -0.0037613916972059022 0.0058151844739645735 0.002707966027973427 0.0027362444029205763 0.0028361461892617199 -0.00038699271792266621 -0.0025272937970346626 -0.0040794129605826891 0.0023771968796493818 0.0017685927357913433 0.003797116761572814 -0.0040286645310408037 0.0015435647097785824 -0.0037436737632864769 -0.0032617279913937482 0.00036926310937879421
leaf_weight=4.9320502215996376 8.3020787136629206 2.096706820651888 8.092264369130131 1.559277949854734 1.640637155622241 1.6881868373602618 3.9582652337849131 1.9635843113064755 3.6630122642964142 1.3610843680798996 9.6785575291141885 2.0488521233201018 9.5111404806375468 3.2930386411026182 3.3034734167158595 0.65788435004651535 1.5761138536036012 0.69827211834490288 1.9839877951890219 2.9096054993569851 1.4060032367706292 0.55255726538598615 1.9845703486353157 0.58623998146504241 4.9071957496926197 1.0794071704149244 5.1828149277716884 1.0092964619398115 2.0442604366689912 8.0034272121265513
leaf_count=96 490 43 298 32 23 77 40 31 35 22 625 34 474 68 181 18 18 9 28 36 13 6 39 27 71 23 69 57 33 105
internal_value=0 -0.00149268 0.00038793 0.00101702 -0.00175573 -0.000477151 0.00011686 0.000721576 0.00119023 0.00178354 -0.00216148 -0.0017902 -0.00202134 -0.00141728 -0.00211709 -0.000388283 -0.00111996 -0.00262761 5.06018e-05 0.00125221 0.00231934 0.00309432 0.000343402 -0.00317037 0.00298003 -0.000569505 -9.28085e-05 0.00068176 -0.000848761 -0.000467427
internal_weight=0 57.2463 44.4276 29.4478 52.24 12.5843 17.4124 13.4542 11.8949 9.93129 39.6557 31.3536 29.3047 19.2073 15.9143 6.23574 5.57786 4.00175 10.8961 5.00631 12.0354 8.64482 3.39057 10.0974 6.26828 8.91216 7.83275 6.19211 14.9797 12.9355
internal_count=3121 2300 821 587 2221 277 231 191 159 128 1944 1454 1420 919 851 226 208 190 200 79 356 304 52 501 93 172 149 126 234 201
is_linear=0
shrinkage=0.00361425


Tree=160
num_leaves=31
num_cat=0
split_feature=1 12 52 47 50 3 128 48 48 14 159 1429 3 49 159 50 403 40 4 3 42 4 47 1 0 48 3 130 16 51
split_gain=15.6296 4.83485 4.66709 4.34565 3.42186 3.27913 2.49788 2.37878 2.58481 2.30503 2.21707 2.43839 2.14815 2.09783 1.90115 2.74834 1.88895 2.26199 1.8603 3.85585 1.76574 1.37675 1.49748 1.3453 1.50342 1.38647 1.35701 1.3009 1.95676 1.14676
threshold=0.10060500000000001 0.083370000000000014 -0.43320999999999993 0.088195000000000009 0.11843500000000001 0.10732000000000001 0.086435000000000012 -0.089099999999999999 0.12879500000000002 0.062655000000000016 -0.029685 0.084990000000000024 -0.10023499999999998 -0.23360999999999996 -1.0000000180025095e-35 0.089280000000000012 -1.0000000180025095e-35 -0.080519999999999994 -0.46376499999999993 -0.15713499999999997 -1.0000000180025095e-35 0.24564500000000003 0.12171500000000002 1.0000000180025095e-35 -0.062764999999999974 0.086260000000000017 0.013900000000000001 -0.082549999999999985 -0.090344999999999995 -0.076794999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 9 -2 4 6 12 7 -4 29 10 -1 16 20 -14 -5 21 -12 -18 -19 -20 -3 -16 -23 24 -21 26 -25 28 -15 -9
right_child=2 5 3 14 -6 -7 -8 8 -10 -11 11 -13 13 27 15 -17 17 18 19 23 -22 22 -24 25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0018179877872000678 -0.0018926713958281505 -0.0018984660156951768 -0.000744916913304627 -0.0016533129148312456 -0.0014432246966853814 0.00056071680971488905 -0.0012743250776167563 0.00053450544090044691 -0.00029022341667271894 -0.0020025131120958786 -0.0019596667752544267 0.0018114687586185763 0.00065699175417173114 0.0016688038970465052 -0.0012976112286812625 0.0017682653269924884 0.0013969302309272602 -0.0016893223793133 0.0022239786470024873 -0.0019524691793113777 -0.00022723786164650773 0.00081581769813313684 -0.0010873311576116026 -0.0004484689402247752 0.00065022278118251711 -0.00088348430608604228 0.0011572333083017833 -0.0016318252271860423 -0.0019247572436508927 0.0017061784165026937
leaf_weight=2.5223568007349995 2.8164253160357466 2.7353588473051778 1.9664171561598838 2.7625202909111968 1.9247830193489779 3.3232220560312262 1.4405794143676747 3.2353447787463763 2.8874446488916865 2.5084973815828553 1.8620542585849857 2.1978907417505971 1.4667277336120594 1.0064391009509566 3.6307735852897149 2.4053293392062178 3.1111722327768936 2.6790762953460314 2.1602375768125208 2.9426075927913193 9.1006531175225955 3.8018793798983097 2.1551199704408646 3.1854307278990728 0.9856678787618528 4.254567988216877 3.8883398436009884 40.898610247299075 1.0099554397165764 19.701074929907918
leaf_count=42 97 95 21 46 26 18 15 45 24 49 41 25 9 14 41 30 38 44 17 66 109 31 22 30 11 31 30 1637 29 388
internal_value=0 -0.000891581 0.000386407 0.000526217 0.000912399 -0.00119981 0.00106751 0.00118891 0.00133616 -0.000323367 -0.000181969 -3.06285e-05 -0.00130388 -0.001488 -0.000289183 2.50343e-05 -0.000192131 -5.03101e-05 -0.000274366 -5.67163e-05 -0.000613467 -0.000412298 0.000127298 -0.000379648 -0.00129941 -6.07057e-05 0.00043416 -0.00156131 -0.00013111 0.00154091
internal_weight=0 91.8389 48.7277 45.9113 31.1556 59.541 29.2309 27.7903 25.8239 32.2979 29.7894 27.267 56.2177 44.3817 14.7556 11.9931 25.0692 23.2071 20.0959 17.4169 11.836 9.58777 5.957 15.2566 3.92828 11.3283 7.07377 42.915 2.01639 22.9364
internal_count=3121 2335 786 689 519 1911 493 478 457 424 375 333 1893 1689 170 124 308 267 229 185 204 94 53 168 77 91 60 1680 43 433
is_linear=0
shrinkage=0.00182395


Tree=161
num_leaves=31
num_cat=0
split_feature=12 4 1 13 0 453 15 52 42 3 160 1 457 124 448 11 2 15 52 133 12 3 129 129 12 3 160 132 0 12
split_gain=6.1453 2.86737 2.3437 2.44125 1.91146 1.62199 1.7006 1.59779 1.86258 1.57585 1.52068 1.63097 1.49934 1.42822 1.62996 1.29631 1.18718 1.18088 1.34988 1.16104 1.14111 3.29472 1.74423 3.05451 1.41231 2.52507 1.30724 1.13253 1.10371 1.55261
threshold=0.051320000000000005 0.36766000000000004 0.092390000000000014 -1.0000000180025095e-35 -0.060129999999999996 1.0000000180025095e-35 0.035560000000000008 -0.51296999999999993 -1.0000000180025095e-35 0.12178000000000001 -0.075414999999999982 0.11588000000000001 0.080930000000000016 -0.087894999999999987 -0.077994999999999981 0.087830000000000005 0.090310000000000015 -0.026084999999999994 0.11434500000000002 -0.086649999999999991 0.092255000000000018 -0.078934999999999991 0.092550000000000007 0.093925000000000008 0.084100000000000022 -0.084074999999999997 -0.030779999999999998 0.12527000000000002 -0.10151999999999999 0.088435000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 -1 13 10 6 9 -6 -9 16 -2 12 20 -4 -15 -3 -5 -10 -19 -16 21 22 24 -24 25 26 -12 -22 -23 -30
right_child=1 15 3 5 7 -7 -8 8 17 -11 11 -13 -14 14 19 -17 -18 18 -20 -21 27 28 23 -25 -26 -27 -28 -29 29 -31
leaf_value=-0.00067115187705065762 -0.0030036732584335412 0.0029324577885190412 -0.00043236989182176335 7.9079414195560194e-05 -0.0031547842263813693 -0.0029786247058044293 -0.0020377942883519863 -0.0033824180483525892 0.0029907705929688604 -0.00086893142930497729 0.0031598538788993264 0.0011584273898569012 0.00063417583185104145 -0.0025397050988017664 -0.00041694678783457125 -0.00028374176038694618 0.0023215895112425698 0.00079027690125208242 -0.0021654550249509295 0.0031537802915720149 -0.0030506874545919286 -0.0014669076591512357 0.0072731572746022339 -0.0031222702645691816 -0.0029545747751547995 0.0054689291545301682 -0.0031849681250762066 0.0012688359568302874 0.0057222517714840496 0.00053711134694473222
leaf_weight=14.934960849583147 7.7779278196394435 1.9810347324237216 1.9917592713609362 3.5754880998283678 1.7104033790528763 1.481151983141898 2.3248781636357299 1.3114289417862881 1.5428834967315177 3.7726058457046738 0.37901727482676562 2.0671485047787419 2.4358815569430581 0.58465651050209899 0.96736036147922266 2.9530445858836174 5.9505937360227108 5.7896813284605742 1.9556071450933812 7.874760125763709 8.5575922699645126 0.92833279259502921 0.49585003033280262 0.58047348540276289 9.6688428511843068 0.54802190512419358 1.621796166524291 0.61557492986321527 0.87948836106807649 1.4423919012770055
leaf_count=234 490 43 38 37 110 16 29 30 24 43 3 34 49 7 28 36 106 82 31 283 464 17 3 44 654 16 93 27 13 37
internal_value=0 -0.00123007 0.000315988 0.000832862 -0.00144953 9.76355e-05 0.000389272 -0.000396155 4.89907e-05 0.000813573 -0.00179078 -0.00147862 -0.00167224 0.00193421 0.00243424 0.00100756 0.00147989 0.000533483 4.39844e-05 0.00276313 -0.0018907 -0.00140825 -0.00208695 0.00166679 -0.00241764 -0.000380816 -0.00198306 -0.00276082 0.00136779 0.00250115
internal_weight=0 55.2424 43.4582 28.5233 50.3083 17.1047 15.6236 12.31 10.5996 13.2987 37.9983 30.2204 28.1533 11.4185 9.42678 4.93408 9.52608 9.28817 7.74529 8.84212 25.7174 16.5442 13.294 1.07632 12.2177 2.54884 2.00081 9.17317 3.25021 2.32188
internal_count=3121 2300 821 587 2221 231 215 277 167 186 1944 1454 1420 356 318 79 143 137 113 311 1371 880 813 47 766 112 96 491 67 50
is_linear=0
shrinkage=0.00307586


Tree=162
num_leaves=31
num_cat=0
split_feature=1 47 123 12 50 4 151 133 3 3 457 42 3 13 11 15 132 1 151 48 15 1 0 12 1 42 1 2 52 43
split_gain=17.0287 6.27316 4.89968 4.43364 3.53247 3.78867 3.63969 2.65494 2.27673 2.68775 2.24397 2.17164 2.10128 2.0042 1.90391 2.69031 2.04271 2.08918 1.74934 1.31763 1.29148 1.12714 1.1077 1.76075 1.00121 0.95247 0.889368 0.888032 0.829399 0.680489
threshold=0.104035 0.085770000000000027 1.0000000180025095e-35 -1.0000000180025095e-35 0.10965000000000001 -0.036839999999999991 -0.40381499999999992 -1.0000000180025095e-35 -0.11255999999999998 0.090900000000000009 0.082380000000000009 -0.093284999999999993 0.16158000000000003 -0.42195999999999995 0.081790000000000015 0.024640000000000006 0.079970000000000013 0.077845000000000011 0.11265500000000002 0.12474000000000002 -0.15026499999999995 0.111945 -0.062294999999999996 0.051320000000000005 0.10723500000000001 0.092395000000000019 0.09253500000000002 0.11704500000000001 0.029970000000000007 0.022390000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 8 18 5 27 -7 -4 14 -10 13 -8 20 -11 15 16 17 28 -2 21 -3 24 -22 -24 -13 26 -9 -5 -1 -17
right_child=1 12 7 4 -6 6 11 25 9 10 -12 19 -14 -15 -16 29 -18 -19 -20 -21 22 -23 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0014106826603078578 0.001475908587820192 0.00014352942248092179 -0.0013270565615442233 -0.0012570321078902655 -0.0015831735283927282 -0.0016923316260563552 -0.00077653151715705363 0.00021733746752105636 -0.0012792299405115152 7.0647144021067861e-05 0.00028911266178550086 0.0013263242186971171 0.00056406392597635534 -0.0013291213822960626 -0.0014276382668478383 -0.0015391687367202699 0.0012683435945362955 0.00066390581722469959 -0.00066837716108114533 -0.00033203110100840302 -0.0013348598406997291 0.0014713551134338417 0.00056388515648312905 -0.0012056844167138653 -0.00021836033134514497 -0.0004994618368752994 0.0015055435799587228 7.1044199166722671e-05 -0.00023970769143068986 -0.00036011664129755852
leaf_weight=2.5981805697083491 6.8413433674722937 2.026549270376564 2.0130276121199131 3.4310153760016044 2.4519491642713538 1.2857158482074815 1.5579569227993548 2.0571448057889929 93.949337791651487 2.7217332273721686 3.8476643897593013 1.5086152944713638 2.1876000948250285 7.7085681185126296 4.9241961054503909 3.8147407509386531 2.0290273874998093 2.7214105650782585 0.84004118479788292 1.3232370913028706 9.2432077042758447 7.0514079332351685 1.8523277826607234 2.7434505894780159 1.8214255198836324 1.2904431819915769 2.1610648110508919 1.3916964270174501 2.1938986033201218 1.2874884866178034
leaf_count=26 198 20 21 50 21 8 12 15 1967 16 30 21 28 81 75 62 22 26 13 9 84 131 19 33 26 13 46 18 15 15
internal_value=0 -7.32516e-05 -0.00104875 0.000325143 2.63068e-06 0.000203358 0.000560427 5.11512e-05 -0.00111349 -0.00119308 -0.000626205 0.000778816 -0.000724351 -0.000963859 -0.000673311 -0.000419674 1.9823e-05 -0.000317342 0.00124141 0.000985841 -0.000902003 0.00115382 -0.00105511 -0.00049246 0.000481431 0.00055479 0.000877309 -0.000873787 -0.00087459 -0.00124165
internal_weight=0 47.5575 135.318 29.5044 21.823 19.3711 14.5484 7.52168 127.796 108.227 14.278 13.2626 18.0531 10.4303 19.5689 14.6447 9.54252 7.51349 7.68138 11.7047 15.8655 10.3814 13.839 4.59578 3.33004 5.50865 4.21821 4.82271 4.79208 5.10223
internal_count=3121 691 2430 507 296 275 207 95 2335 2094 127 199 184 97 241 166 89 67 211 187 156 178 136 52 47 74 61 68 41 77
is_linear=0
shrinkage=0.00140232


Tree=163
num_leaves=31
num_cat=0
split_feature=1 159 403 52 1213 47 12 484 50 4 151 475 42 133 159 0 2 3 15 147 42 15 3 1 16 151 151 4 48 52
split_gain=5.79325 2.53052 2.78801 2.54055 2.44481 2.30346 2.3376 2.23987 2.18841 2.21703 2.21584 2.04874 2.00767 1.73011 1.55656 1.91903 2.28337 2.08048 2.66582 2.3789 1.78086 1.43794 1.40754 1.23437 1.67448 1.19984 1.16258 1.50012 1.08984 1.08418
threshold=0.10060500000000001 -0.032739999999999991 -1.0000000180025095e-35 -0.12005499999999998 -1.0000000180025095e-35 0.087885000000000019 -0.040564999999999997 -0.0068949999999999992 0.11610000000000001 -0.036839999999999991 -0.40381499999999992 -0.086424999999999988 -0.098769999999999983 -0.17773999999999998 0.094385000000000011 -0.077999999999999986 0.10097500000000002 -0.084074999999999997 -0.008624999999999999 0.087350000000000025 0.080840000000000009 -0.036009999999999993 0.14121000000000003 0.13146500000000003 -0.061854999999999993 -0.086379999999999985 -0.024429999999999997 0.0061450000000000003 0.091545000000000015 -0.07167999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 11 28 -5 6 -2 -6 9 -8 -11 -3 -12 -9 15 17 -17 19 21 -15 -20 26 25 -7 -25 -13 -19 -28 -4 -14
right_child=5 2 3 4 7 23 8 13 -10 10 12 22 29 14 -16 16 -18 18 20 -21 -22 -23 -24 24 -26 -27 27 -29 -30 -31
leaf_value=-0.0034957115581693119 0.0033307345661934213 0.0035683665303740172 -0.003570827175488882 -0.0035891541380205024 -0.0031403049871690778 -0.0015632358688197707 -0.001395111911150119 -0.0029859242221821165 -0.0038484712143456307 -0.0037383312736265877 -0.002108321179603479 0.002412083186953603 0.00065425078505842635 -0.0033064208772959135 -0.0029051792271726704 0.0029658406742655444 -0.0004228525179479664 0.0016310664883315922 0.0007878263618953655 0.0040852362579094463 0.0048930858570084262 -0.0039070720523008261 0.0043229696729553098 0.0036392831688643462 -0.00091068685284508911 -0.0036053656387892677 -0.0030663997427231326 0.00066462047914357745 -0.0002172752487562644 0.0031904274783988245
leaf_weight=5.8807881064712992 4.7472973195835975 0.60277061723172565 4.8651833115145555 2.7104804953560224 2.8217898150905958 7.9810845013707858 3.9571979492902818 2.0824742428958407 1.2869979739189137 0.88794245198369282 1.2996785901486898 0.42743378225713513 2.83261804096401 3.8009186573326579 1.7471751570701588 6.627953291870659 3.8866973854601383 3.124697964638476 3.2101963683962813 0.62463480606675137 2.1903022238984704 1.402359131723643 0.30513387918472368 1.5827440023422239 2.6910154037177563 9.1089258855208755 2.4748199349269226 2.864745887927711 1.5823390977457163 7.7834790712222341
leaf_count=334 223 6 278 174 162 145 106 110 25 8 11 9 51 158 54 82 34 40 38 7 28 42 2 26 29 657 43 37 40 162
internal_value=0 -0.00130443 -0.00107619 -0.000704585 -0.000371658 0.000479247 0.00113904 -0.000135053 0.000562536 0.000901238 0.00161096 -0.00271345 0.00200958 0.000114094 0.000316122 0.00050244 0.00171322 -0.000144043 0.000470231 -0.00226314 0.00245281 -0.000614936 -0.0030982 -0.000748026 0.000774349 -0.00333565 -6.94955e-05 -0.00106466 -0.0027478 0.00251372
internal_weight=0 62.3418 56.461 46.0168 39.5692 35.0501 22.7952 36.8588 18.0479 16.7609 12.8037 10.4443 11.9158 34.037 31.9545 30.2073 10.5147 19.6927 15.2671 4.42555 5.4005 9.86662 9.84149 12.2548 4.27376 9.53636 8.46426 5.33957 6.44752 10.6161
internal_count=3121 2335 2001 1327 1009 786 586 835 363 338 232 674 224 673 563 509 116 393 228 165 66 162 668 200 55 666 120 80 318 213
is_linear=0
shrinkage=0.00351016


Tree=164
num_leaves=31
num_cat=0
split_feature=1 12 123 3 124 147 133 15 14 3 3 457 15 11 1 13 48 11 3 151 0 160 13 2 12 2 15 4 16 0
split_gain=12.1589 4.21432 3.99545 3.21333 2.91102 2.86615 2.07322 2.0192 2.4559 1.92772 2.36947 2.01499 1.78483 2.38917 1.96022 1.75174 1.26039 1.14687 1.96709 1.45839 1.02431 0.845861 1.72062 0.877281 0.785889 0.698538 0.949921 0.779524 1.6255 1.4665
threshold=0.104035 -0.064509999999999984 1.0000000180025095e-35 0.31299000000000005 -0.088544999999999985 0.089025000000000007 -1.0000000180025095e-35 -0.24436499999999997 -1.0000000180025095e-35 -0.11255999999999998 0.090900000000000009 0.082380000000000009 0.024640000000000006 0.081790000000000015 0.077845000000000011 -0.42195999999999995 -0.078514999999999988 0.087830000000000005 -0.10519499999999998 -0.08483499999999998 0.16094000000000003 -1.0000000180025095e-35 -0.082759999999999986 0.11144000000000001 -0.095379999999999979 0.092875000000000013 0.12211500000000002 0.018150000000000003 -0.15241499999999997 -0.10224499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 9 5 -2 7 -4 8 -3 12 25 15 13 14 20 -12 -7 18 -9 -20 -1 -21 -23 -24 -8 26 27 28 -11 -29
right_child=1 3 6 -5 -6 16 24 17 -10 10 11 -13 -14 -15 -16 -17 -18 -19 19 21 -22 22 23 -25 -26 -27 -28 29 -30 -31
leaf_value=-0.0014584380381913696 -0.0012194312484836924 -0.00085263977200571053 -0.0018318776549395303 0.0021197326895602032 0.0018404822839645258 -0.00048528724823393031 -0.00041336930194707522 0.00092363332099647613 0.0018754302453571048 0.00055459490434837271 4.4659273943186387e-05 0.00043024540893610703 -0.0019148443632016705 -0.0019967664593126414 0.00125863166242874 -0.0019057568812377605 0.0022387087562987513 -0.0022673245045679064 0.00046245343338732981 -0.0021404729422602273 0.00031764909406996084 0.00077590034156775525 -0.0018358065881257286 -0.00055578372958810956 0.0013073239219462888 -0.0021295016204376212 0.0004339077854824983 -0.0019980896166486529 -0.0018782667790867616 -0.00016757419995864782
leaf_weight=3.2086387109011429 1.6456062812358139 3.4166014287620783 1.7827124558389185 1.8408896233886469 5.9741171561181536 1.1151557601988318 1.6567651256918901 2.1154777351766922 2.2854360993951586 1.1668599005788483 2.6398887410759917 3.5489834733307353 5.4798808619379988 3.2962564583867779 3.3683676272630692 6.92053648084402 1.916027458384632 3.0914481021463862 2.0553097091615369 4.2396269626915624 2.3231810107827187 1.7636933904141265 6.6307624280452302 3.3417938947677612 3.2866598367691036 21.445420740172267 0.8534641508013 3.7343810424208641 48.942196486517794 3.5359166152775279
leaf_count=34 21 39 21 60 206 12 18 26 47 13 16 30 94 58 39 81 38 46 21 48 16 19 80 28 56 542 11 40 1311 50
internal_value=0 -0.000188968 -0.00147287 -0.00049739 0.00117964 -0.000648083 5.14652e-05 -0.00084548 0.000240799 -0.00156569 -0.00168315 -0.000880591 -0.000949127 -0.000515229 3.34701e-05 -0.00136719 0.00123657 -0.00111203 -0.000934748 -0.00115278 -0.00071254 -0.00136058 -0.00107885 -0.00140687 0.000730642 -0.00181519 -0.00169944 -0.00173117 -0.00182161 -0.00110782
internal_weight=0 41.4319 117.19 33.8122 7.61972 31.9713 6.72614 28.9401 5.70204 110.464 92.7876 13.1094 17.6763 12.1964 8.90019 9.56043 3.03118 23.2381 20.1467 18.0312 5.53182 15.9759 11.7362 9.97256 4.94342 79.6782 58.2328 57.3794 50.1091 7.2703
internal_count=3121 691 2430 464 227 404 95 354 86 2335 2094 127 241 147 89 97 50 268 222 196 50 175 127 108 74 1967 1425 1414 1324 90
is_linear=0
shrinkage=0.00203712


Tree=165
num_leaves=31
num_cat=0
split_feature=1 12 0 150 4 151 0 2 4 2 3 52 47 48 1 51 15 14 47 2 147 12 0 2 47 151 159 1 15 15
split_gain=21.0188 7.04217 5.54871 4.93536 4.41198 3.71657 3.64832 3.44161 3.14076 4.14973 4.49151 2.62358 2.51268 2.98481 2.42863 1.75441 1.55775 1.50289 2.19489 1.44471 1.43888 1.70418 1.41116 1.39946 1.33734 1.28614 1.16471 1.1579 1.00335 0.974652
threshold=0.094385000000000011 -1.0000000180025095e-35 -0.060129999999999996 0.081835000000000019 0.23246000000000003 -0.0096649999999999982 -0.10011499999999998 0.11448000000000001 -0.49405499999999997 0.10731 -0.116045 0.10347000000000002 0.090100000000000013 0.11280000000000003 0.083135000000000014 0.086685000000000012 0.14654000000000003 -0.46885499999999997 0.10843500000000002 0.080205000000000012 0.088520000000000015 0.090545000000000014 -0.10151999999999999 0.089775000000000008 0.10621500000000002 0.10932500000000002 0.088800000000000004 0.13146500000000003 -0.09551999999999998 -0.074054999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 12 6 4 7 -6 14 27 11 26 -11 -4 25 -14 19 23 -8 -7 -19 -1 21 29 -21 -16 -9 -2 -10 28 -3 -5
right_child=1 3 8 20 5 17 16 24 9 10 -12 -13 13 -15 15 -17 -18 18 -20 22 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00033488717463123376 0.0017975438642111063 -0.00043767967434803944 -0.0019225158493631756 0.0017155706846918566 -0.0015592865484906398 -0.00064765429190744245 -0.0015638298617841021 0.0010438609319601121 0.0017002128999294892 0.0020730467464547923 -0.001903289995339542 0.00038263693031752018 -0.00071260794301416196 0.0019365014593220916 -0.00030374949238419171 -0.001244773916951359 0.00026079758921211747 0.0015543808126214807 -0.0003021619081602233 -0.0016879175369612098 0.0019929191514242413 -0.00097339202776978149 0.00044183132414811135 0.0011595959546945867 -0.00080634152925600005 -0.00030377596089485397 0.00023365869804597788 9.1013407131844681e-05 -0.0017716037904407218 9.4096416850868983e-05
leaf_weight=1.6280548274517084 12.239307057112455 2.1112073883414224 4.4777788985520628 2.987651295959949 2.6349967010319224 1.9756229743361462 47.956685120239854 3.0728537719696751 4.9012112803757173 1.1831981912255294 3.5945569910109034 2.3640632051974535 3.6990430690348139 2.0835497416555882 4.5731393583118898 2.9173438195139161 1.5124769806861866 7.2322511337697488 2.7559310644865036 9.1321976222097856 3.2561309114098549 1.698064289987087 1.0914499163627613 3.7088847570121288 2.0349123701453209 0.98631784692406732 2.5957033839076757 1.4954555332660664 10.838934686034923 1.9007101655006393
leaf_count=20 251 28 64 40 21 17 1610 35 36 8 99 18 26 30 42 28 10 90 20 169 50 23 19 32 20 15 23 12 251 14
internal_value=0 0.000314872 -0.00101336 -7.41459e-05 -0.000392441 0.000343912 -0.00123701 -0.000942213 -0.00016494 0.00037076 -0.000918561 -0.00112602 0.00121526 0.000241904 -0.000655356 -6.42638e-05 -0.00150804 0.000763086 0.00104213 -0.00121391 0.00103029 0.000554397 -0.00146055 0.000351571 0.000306748 0.00164084 0.00119244 -0.00138383 -0.00155414 0.0010851
internal_weight=0 63.0029 91.6367 43.9947 34.1522 14.5988 72.5202 19.5534 19.1165 12.2747 4.77776 6.84184 19.0082 5.78259 23.0511 11.1994 49.4692 11.9638 9.98818 11.8517 9.84256 6.58643 10.2236 8.28202 5.10777 13.2256 7.49691 14.4456 12.9501 4.88836
internal_count=3121 943 2178 621 494 148 1930 346 248 166 107 82 322 56 310 102 1620 127 110 208 127 77 188 74 55 266 59 291 279 54
is_linear=0
shrinkage=0.00177022


Tree=166
num_leaves=31
num_cat=0
split_feature=12 1 9 484 3 43 43 3 3 52 49 52 42 52 16 16 52 15 0 130 13 1 480 51 402 2 0 1 41 43
split_gain=5.7693 2.81065 2.38064 1.90476 1.88645 2.0173 2.07728 1.84135 2.51684 1.62575 1.5918 1.57576 1.78818 1.50644 1.41197 3.44433 1.38767 1.54173 1.4027 1.29821 1.35844 1.42412 1.25073 1.18073 1.18051 1.07902 1.05731 1.04611 1.02992 0.999195
threshold=0.051320000000000005 0.13021500000000003 -0.036024999999999995 -1.0000000180025095e-35 0.31299000000000005 -0.043144999999999996 -0.40263499999999991 -0.10115999999999999 0.097915000000000016 -0.087284999999999988 -0.22491999999999998 -0.23798499999999997 0.10256000000000001 0.17829500000000004 -0.083134999999999987 -0.084119999999999986 0.12603000000000003 0.079055000000000014 -0.068604999999999985 -0.081769999999999995 -0.094514999999999988 0.08844500000000001 1.0000000180025095e-35 0.12547500000000003 -0.50169499999999989 0.10855000000000002 -0.053834999999999994 0.099400000000000002 0.078475000000000017 -0.0092949999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 -1 -2 5 6 -4 11 10 25 -9 -5 16 27 15 19 17 28 -19 -12 21 -21 29 -22 -16 -7 -3 -8 -13 -11
right_child=1 26 4 7 -6 9 13 8 -10 22 14 12 -14 -15 24 -17 -18 18 -20 20 23 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0031495569101808616 -0.0027502326691693927 0.0035303186471183578 -0.0012728542559745305 -0.0029446841658424408 0.0022211678927411454 -0.0030532651523107863 0.00095051846296369117 0.00080108274728075914 0.00098617415582075347 -0.0025194182810656229 0.00088447737944839094 0.0021488164152866341 -0.0030582513956057358 -0.0019788086545266216 0.0015820486467040141 0.0054954595518446787 -0.0021589888810905401 -0.0031843332182073195 0.001908073830761504 -0.0018602643362284725 -0.0029660694744114697 0.0024785734416228381 -0.0027932344864215444 0.002445139858689245 -0.0026999057313549235 -0.00017501054139682556 6.9430653162044244e-05 0.0031296903268464601 -0.00042156930239369488 0.00011698176677538639
leaf_weight=2.1274257488548747 6.9636101471260181 1.2281390884891155 2.6485941242426625 1.5606780638918269 3.0200662426650515 3.1065648682415477 3.51028432138264 1.8168334960937524 2.9575034361332646 1.2502553388476467 1.5065665040165175 5.3778392989188379 1.2907938081771124 0.83930627163499583 0.54626262839883821 0.59435397107154386 1.3794198930263508 1.227940493263304 0.69087829440832127 1.6682615512981986 6.1948776282370099 0.9825043100863694 1.4440724430605758 0.34812366217374791 14.381728176958861 1.6197092207148669 1.7491568885743607 3.6969921253621578 1.6698173312470315 19.532530034892261
leaf_count=89 433 25 32 90 103 83 45 15 21 23 39 65 23 12 19 21 28 52 5 61 382 11 24 10 944 24 34 127 22 259
internal_value=0 -0.00120331 0.000201333 -0.00136046 4.71072e-05 -0.000127291 0.000923307 -0.00114148 -0.00152227 -0.000544175 -0.00178685 -0.000247118 0.000114671 0.00164619 -0.00196615 -0.00120346 0.000510538 0.000921223 -0.00135079 -0.00157555 -0.00197867 -0.000252077 -0.000220391 -0.00267816 -0.00254322 -0.00206688 0.00149705 0.00206833 0.00153981 -4.16194e-05
internal_weight=0 54.1353 42.7958 51.158 40.6684 37.6483 10.6952 44.1944 30.997 26.9531 28.0395 13.1974 11.6367 8.04658 26.2227 11.2947 10.3459 8.96648 1.91882 10.7003 9.19377 2.65077 22.2269 6.543 14.928 4.72627 2.9773 7.20728 7.04766 20.7828
internal_count=3121 2300 821 2241 732 629 216 1808 1523 413 1502 285 195 184 1487 524 172 144 57 503 464 72 306 392 963 107 59 172 87 282
is_linear=0
shrinkage=0.00285899


Tree=167
num_leaves=31
num_cat=0
split_feature=12 4 9 484 42 1 42 15 1 47 1 2 4 4 2 52 48 52 52 0 1 50 50 48 0 15 3 42 403 15
split_gain=5.04219 2.51218 2.15097 1.82789 2.24104 2.01094 1.80558 1.78254 1.76747 2.25948 2.83362 1.73235 1.98604 1.89219 1.82421 1.9175 1.68762 1.52097 1.51292 1.44156 1.422 1.33837 2.41204 1.25639 1.75195 1.43869 1.15842 1.15751 1.14912 2.15577
threshold=0.051320000000000005 0.24564500000000003 -0.036024999999999995 -1.0000000180025095e-35 -1.0000000180025095e-35 0.13021500000000003 0.092145000000000019 0.035560000000000008 0.14000500000000002 0.077555000000000013 0.091785000000000019 0.088850000000000012 -0.083854999999999985 -0.49405499999999997 0.10699500000000002 0.15915500000000002 0.12879500000000002 0.039215000000000007 -0.15275999999999998 -0.062764999999999974 0.111945 0.10030500000000002 0.10124500000000002 0.086260000000000017 -0.22491999999999998 -0.0063699999999999989 -0.15956499999999998 0.10306000000000001 0.03138500000000001 0.088345000000000021
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 -1 -2 28 6 11 8 9 10 23 12 -6 -13 15 18 -12 27 -15 -11 -9 26 -23 24 -4 -26 -14 -3 -5 -30
right_child=1 17 7 4 5 -7 -8 20 -10 19 16 13 21 14 -16 -17 -18 -19 -20 -21 -22 22 -24 -25 25 -27 -28 -29 29 -31
leaf_value=0.0037150550379865038 -0.0034851789842116525 0.0022699186268153437 0.0028623476505403897 -0.0035370844821345504 0.0015600775767060458 0.0032249704381408185 -0.0026074952018869803 -0.0038871906076553982 0.0028582108027299866 -0.0020463011670541543 0.0020584386058216516 -0.0029662370422315382 0.0017609009434830887 -0.0013531007883402276 -0.0027122961766791959 -0.002491198263131887 -0.0027192087279931196 -0.0020864518710761995 0.0029896220116790153 0.0015007224426823395 0.00049979121669749152 0.0065904802314956457 -0.0035195790412568509 -0.0025738101792423876 -0.0036644352535229771 5.3209204862793889e-05 -0.0034942219147100165 -0.0014408252405750338 -0.0034925684887823169 0.0024464077157336566
leaf_weight=1.9367369059473265 5.6146212266758075 4.1246639918535939 1.9493701457977284 7.0455177547410113 1.7542849490419046 1.2845666296780098 6.9821755224838844 2.2406642464920874 2.8226666171103707 7.2799153532832861 11.70573282986879 1.7044363291934121 0.52714408934116441 1.1099181110039333 1.3500543730333445 1.1464461646974085 0.91850866377353746 1.9694832582026718 5.5199132012203336 1.6121705584228019 1.3724819663912056 0.49165749736130215 0.60799220856279135 2.8380774827674022 1.5469189221039403 5.3332414049655235 5.7969489926472368 1.2654409427195785 1.6744491588324311 1.214882558211684
leaf_count=89 415 70 15 525 33 21 371 47 74 95 297 54 6 41 42 43 5 50 78 28 14 3 39 37 47 73 372 14 94 29
internal_value=0 -0.00136879 0.00022258 -0.00167692 -0.00141122 -0.000924 -0.00112146 5.18573e-05 0.000279907 6.05936e-05 0.000596423 -0.000602899 -0.00168777 0.000316422 0.000929492 0.00156175 0.00171083 0.000466078 0.00226259 -0.00140321 -0.00222076 -0.00245526 0.00100067 -0.000609354 2.20814e-05 -0.000782657 -0.00305618 0.00139874 -0.00279789 -0.000995396
internal_weight=0 51.1846 41.5565 43.825 38.2104 28.2755 26.991 39.6197 36.0066 33.1839 24.2918 20.0088 9.17803 10.8308 9.12633 7.77628 12.6242 7.35959 6.62983 8.89209 3.61315 7.42374 1.09965 11.6676 8.82953 6.88016 6.32409 5.3901 9.93485 2.88933
internal_count=3121 2300 821 2166 1751 1103 1082 732 671 597 474 711 453 258 204 162 302 134 119 123 61 420 42 172 135 120 378 84 648 123
is_linear=0
shrinkage=0.00339402


Tree=168
num_leaves=31
num_cat=0
split_feature=1 484 403 51 1213 52 2 132 14 475 0 129 52 1374 52 12 33 457 47 4 52 11 16 148 4 3 151 48 49 130
split_gain=4.43717 2.33026 2.61036 2.12891 2.06205 2.26632 1.7679 1.66506 1.68153 1.61229 1.58825 1.58491 1.63563 1.63417 1.49331 1.47013 1.42422 1.50951 1.38826 1.26479 1.33824 1.41836 1.66829 1.29004 1.20053 1.20007 1.29896 1.14962 1.04794 0.977353
threshold=0.104035 -0.0068949999999999992 -1.0000000180025095e-35 -0.097539999999999974 -1.0000000180025095e-35 0.19022000000000003 0.14753000000000002 -1.0000000180025095e-35 0.062655000000000016 -0.086424999999999988 1.0000000180025095e-35 0.093925000000000008 -0.12005499999999998 -0.094929999999999987 -0.24456499999999998 0.10742000000000002 -0.0066799999999999993 -0.068264999999999978 0.085270000000000026 0.51303500000000013 0.19022000000000003 0.088710000000000011 0.042200000000000008 -0.079549999999999996 -0.0094449999999999968 0.14121000000000003 -0.086379999999999985 0.091545000000000015 -0.087004999999999985 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 9 -4 -5 7 10 -6 11 -3 19 12 27 -14 -12 16 -15 24 -7 20 21 22 23 -2 -18 26 -11 -9 -19 -25
right_child=6 2 3 4 5 18 -8 8 -10 25 14 -13 13 15 -16 -17 17 28 -20 -21 -22 -23 -24 29 -26 -27 -28 -29 -30 -31
leaf_value=-0.003136490437797095 -0.0023500850979489584 0.0032497445578778062 -0.0035537458614023141 -0.003489686999119712 -0.0037217039652816843 -0.003478157922155074 0.0028071178944123081 -0.0033580829256419915 -0.0037308655042668677 0.0026927504526260276 -0.0027156621844886433 -0.00373496690726526 -0.0022057800185892127 -0.0025339727101459666 0.0037428505327992559 -0.0026609043537008407 0.0022375028257378901 -0.00055572192072982324 0.0016349226041082426 0.0029021010387572333 -0.0025916681884659331 -0.0029445239304480165 -0.0013269188708778887 -0.0016482075877807796 -0.0035770634846919377 0.0040882981632643358 -0.0035054726924067495 0.00094564375051895918 0.001880067040287861 0.0017281801495065727
leaf_weight=6.2698658546432844 1.2136111576110273 0.51869223825633426 2.6587378610856822 2.3758540460839859 1.296646324917673 3.4866509865969411 3.3335684826597562 2.0263614226132591 1.2092849863693107 0.41637291945516874 0.51076653134077821 1.0602429136633862 1.9910923568531931 1.1459829062223565 2.3212468409910789 1.2168570663779963 0.62969792634248722 2.3107063136994901 0.75552899949252594 1.4986098539084185 2.7144146757200351 1.7619863413274277 5.2468217806890598 1.1209160061553252 1.2192619591951501 0.27345401048660356 7.8451917143538576 1.1308889165520666 19.462304828688485 9.4949981821700824
leaf_count=427 14 6 159 177 78 185 112 121 26 8 36 32 43 24 85 21 18 41 20 71 49 20 103 15 38 2 657 22 325 186
internal_value=0 -0.00116502 -0.000931932 -0.00058768 -0.000396816 -0.000208117 0.000463161 8.0333e-05 0.000227923 -0.00260405 0.000161278 0.000376627 0.000516648 0.000779963 0.00257803 0.00100875 0.00118904 0.00136965 -0.00256752 -0.000135636 -0.000346856 -2.34013e-05 0.000278008 0.000989852 -0.0015968 -0.0029598 -0.00319309 -0.00181654 0.00162156 0.00137167
internal_weight=0 59.2997 53.0298 43.9761 41.3174 38.9415 29.2169 34.6993 33.4027 9.05371 25.8834 32.1934 31.1332 27.9759 2.83201 25.9848 24.768 23.622 4.24218 23.0514 21.5527 18.8383 17.0763 11.8295 1.84896 8.53502 8.26156 3.15725 21.773 10.6159
internal_count=3121 2430 2003 1330 1171 994 691 789 711 673 579 685 653 510 121 467 446 422 205 458 387 338 318 215 56 667 665 143 366 201
is_linear=0
shrinkage=0.00341965


Tree=169
num_leaves=31
num_cat=0
split_feature=1 47 12 52 50 4 16 160 48 42 48 52 49 51 14 160 133 123 52 3 4 484 43 0 13 49 13 484 43 2
split_gain=14.5151 4.28214 4.03208 3.81265 3.2013 2.86125 2.48607 2.35219 2.12127 2.32965 2.30515 2.11493 2.00827 1.94279 2.08053 3.10167 2.51578 2.39268 2.0023 1.80683 1.36263 1.20908 1.21774 1.20406 1.12418 1.1052 1.08759 1.08494 1.06097 1.67294
threshold=0.10089500000000001 0.087885000000000019 0.083370000000000014 -0.40967499999999996 0.11610000000000001 -0.15764999999999998 -0.51370499999999997 -0.40698999999999991 0.12879500000000002 -0.12995999999999999 -0.089099999999999999 0.19022000000000003 -0.24768999999999997 -0.10748999999999999 0.062655000000000016 -0.072114999999999985 -1.0000000180025095e-35 1.0000000180025095e-35 -0.085984999999999992 0.16158000000000003 -0.49405499999999997 -1.0000000180025095e-35 -0.074359999999999996 -0.10096999999999999 -0.07743499999999999 0.10595500000000001 -0.50061499999999992 0.08660000000000001 -1.0000000180025095e-35 0.089885000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 11 -2 7 20 -7 -5 9 -9 -11 13 -8 -1 15 27 -17 18 -18 21 -4 -3 23 -23 -22 -24 -14 -15 -20 -30
right_child=1 19 5 4 -6 6 12 8 -10 10 -12 -13 26 14 -16 16 17 -19 28 -21 24 22 25 -25 -26 -27 -28 -29 29 -31
leaf_value=-0.0021214209624886796 -0.0020853348129320189 -0.0020681134820784968 -0.0011823316697096231 -0.0017952966806367959 -0.0014560816809551446 0.00033552149625158028 0.00094026649369974465 -0.00079936334641728384 -0.00033437884299225947 -0.00057681921811527032 0.0018912165128685233 -0.0022480289838290929 0.0012385730793347401 0.00050125662934146083 -0.0022237191565025486 -0.0019260612186615567 -0.0022080525448531976 0.0015346894336046499 -0.0012039562910586275 0.0011840550361949371 0.0015617264831203393 0.0018384972038174797 -0.0017011203808342938 -0.00042400013379554019 -0.00043752246142204416 5.6117258607132526e-05 -0.0017160873876219144 0.0024343633560115316 -0.00048966364071839478 0.0011968189603126502
leaf_weight=2.111235920339829 1.6854392047971476 2.3255096748471233 3.1966448277235031 1.0152462869882608 1.9581314455717791 2.8242106512188903 1.21453097462654 1.6212281733751428 2.7803001478314391 1.6582865007221794 19.79425944387912 2.3429393284022799 0.50969338417053123 2.2670120112598076 1.7761168824508775 3.2673884388059511 2.0368059650063648 3.3130695298314086 2.5658346768468787 2.2864073645323506 2.204433985054493 1.4726869128644464 3.8004034142941254 2.6848635599017125 2.3488195259124032 2.3369880206882954 42.840096263214946 2.4343923330307007 5.4170711450278279 4.2392191365361214
leaf_count=56 68 47 37 12 29 27 8 14 24 18 416 41 3 26 35 66 38 39 33 27 14 13 41 45 33 26 1792 22 42 29
internal_value=0 0.000422672 -0.000979961 0.000854213 0.00102608 -0.00130872 -0.00149396 0.00120697 0.00132486 0.00152479 0.00170044 -0.000409397 -0.0016099 -0.000263014 -0.000119383 2.6953e-05 -0.00030587 -4.6073e-06 -0.000362264 -0.000460649 -0.000176058 -0.000758615 -0.000462815 0.000377421 0.000530404 -0.001032 -0.00168135 0.00150222 -5.46646e-05 0.000250721
internal_weight=0 45.4198 86.9095 30.5129 28.8275 55.1384 47.3885 26.8693 25.8541 23.0738 21.4525 31.7711 44.5643 29.4281 27.3169 25.5408 20.8394 17.572 14.2589 14.9069 7.7499 12.6205 10.2949 4.15755 4.55325 6.13739 43.3498 4.7014 12.2221 9.65629
internal_count=3121 780 2341 581 513 1914 1830 484 472 448 434 427 1803 386 330 295 247 181 142 199 84 172 125 58 47 67 1795 48 104 71
is_linear=0
shrinkage=0.00201077


Tree=170
num_leaves=31
num_cat=0
split_feature=1 12 12 3 47 4 50 51 3 52 38 2 48 160 42 474 129 43 42 11 1 12 12 2 40 130 1186 49 4 47
split_gain=18.8228 5.59469 5.2384 4.01073 3.77626 3.82302 4.05007 2.57141 2.52417 2.39647 2.24458 2.18295 2.45075 2.56284 3.06503 2.16861 2.32222 2.58154 1.81724 1.75956 1.67595 1.49891 1.49653 1.56253 1.48561 1.46414 2.21924 1.49429 1.31903 1.56752
threshold=0.10089500000000001 -0.064509999999999984 0.079890000000000017 0.097915000000000016 0.086785000000000015 -0.17966999999999997 0.10965000000000001 -0.096089999999999981 -0.10023499999999998 0.19022000000000003 0.10657000000000001 0.13247500000000004 0.12879500000000002 -0.079279999999999975 -0.054814999999999996 0.086280000000000009 0.084115000000000009 -0.079109999999999986 -1.0000000180025095e-35 0.081790000000000015 0.14000500000000002 0.09141500000000001 -0.085119999999999987 0.089775000000000008 -0.012109999999999998 -0.082549999999999985 0.085175000000000015 -0.23360999999999996 0.09173000000000002 0.12119500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 10 7 8 5 -3 11 -1 18 15 -2 12 13 -7 -15 16 17 24 -4 21 28 -20 -19 -24 -9 26 -10 -27 -6 -30
right_child=1 4 3 -5 20 6 -8 9 25 -11 -12 -13 -14 14 -16 -17 -18 22 19 -21 -22 -23 23 -25 -26 27 -28 -29 29 -31
leaf_value=-0.0017797978417695146 0.0016097596416391657 -0.0014025401639609239 -0.0017451264607520416 0.00055684006165538952 -0.0015833966246138914 -0.00044916308176627245 -0.0016781894659865764 0.0017598574100169862 -0.0017434766151514357 -0.0019181844039266374 -0.0004346196197141903 0.001840102131349961 -0.0011877974729078075 -0.00081577708609391428 0.0015247276273982451 0.0015655670045770162 -0.0019130167090790407 -0.0015537901010627322 -0.00071132544131205424 -0.0018082352502356821 0.00050017254777985577 0.00063166498473922613 -0.00068699091247204015 0.00044943957228376692 2.1375346329917365e-05 0.00012411760871899056 0.0016868374845524356 -0.0015381779897810049 0.00036488949026761993 -0.0013813598208954185
leaf_weight=3.1142391990870264 10.439905017614363 2.9758969303220502 3.2161517161875954 3.5981010645627967 5.273338381201027 3.6694733910262647 1.9898719899356354 2.9912774115800858 1.0791125446557992 2.0492478273808947 1.7574676573276509 4.602612728253006 2.022627428174018 1.8628293089568693 9.8747943583875859 2.164440941065549 1.9937608446925867 2.5034333020448853 4.5310631860047561 1.8500951807945956 2.6677402704954138 4.7868982926011086 7.1138149723410447 6.4717653542757034 2.550893530249609 1.5635681375861157 1.0348248854279516 48.451401991769671 3.1738637369126081 2.6352970860898495
leaf_count=69 234 68 100 20 95 37 25 33 34 28 18 79 12 15 133 19 26 33 62 35 20 42 66 54 19 11 9 1681 21 23
internal_value=0 0.000320827 -0.000911016 -0.00116418 2.31787e-05 0.000386773 0.000608435 -0.000337565 -0.00125729 -0.000176225 0.00131519 0.000814954 0.000544246 0.000771627 0.00115328 -3.78078e-05 -0.000184704 -2.54041e-05 -0.000636625 -0.000317401 -0.000690725 -2.13936e-05 -0.000364738 -0.000145629 0.000959687 -0.00142855 -6.42526e-05 -0.00148621 -0.000977394 -0.000427288
internal_weight=0 52.9457 101.064 70.1112 40.7483 26.9981 24.0222 30.9529 66.5131 27.8386 12.1974 22.0323 17.4297 15.4071 11.7376 25.7894 23.6249 21.6312 14.3842 11.1681 13.7502 9.31796 16.089 13.5856 5.54217 52.1289 2.11394 50.015 11.0825 5.80916
internal_count=3121 780 2341 1994 528 369 301 347 1974 278 252 276 197 185 148 250 231 205 239 139 159 104 153 120 52 1735 43 1692 139 44
is_linear=0
shrinkage=0.0016736


Tree=171
num_leaves=31
num_cat=0
split_feature=12 4 43 43 3 484 42 1 42 2 4 4 52 52 52 46 52 480 3 50 3 3 52 448 4 457 403 15 1186 2
split_gain=4.42786 2.25408 1.93755 2.25134 1.92471 1.72901 2.05574 1.77717 1.57331 1.56844 1.76878 1.68091 1.60411 1.50217 1.40371 1.32669 1.27317 1.22644 1.171 1.16953 1.38365 1.24259 1.1305 1.11748 1.10514 1.25656 1.09601 1.87828 1.08258 1.05873
threshold=0.051320000000000005 0.24564500000000003 -0.04890499999999999 -0.40263499999999991 0.31299000000000005 -1.0000000180025095e-35 -1.0000000180025095e-35 0.13021500000000003 0.092145000000000019 0.088850000000000012 -0.083854999999999985 -0.51843499999999987 -0.53299999999999992 0.26521500000000003 -0.087284999999999988 0.081930000000000017 0.039215000000000007 1.0000000180025095e-35 -0.076669999999999988 0.10030500000000002 -0.078934999999999991 -0.16186999999999999 0.10744000000000002 -0.08020999999999999 -0.076779999999999987 0.080930000000000016 0.03138500000000001 0.088345000000000021 0.090275000000000008 0.10855000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 5 3 -1 14 -2 26 8 9 10 -8 -11 -13 23 29 -6 -3 -16 22 21 -21 -12 24 -5 -14 -26 -7 -28 -10 -4
right_child=1 16 4 13 15 6 7 -9 28 11 19 12 18 -15 17 -17 -18 -19 -20 20 -22 -23 -24 -25 25 -27 27 -29 -30 -31
leaf_value=-0.0010113409161309887 -0.0025054853865487565 0.00095090490247346838 -0.0025925206577925818 -0.0013236386703569011 0.0025724016260328616 -0.002543244701842016 0.00099878330215435085 0.0022184737984411165 -0.0020652273520401169 -0.0032115124489615256 0.0016538833048038029 -0.0025612169247781562 0.0021992311944843976 -0.0017427350156716838 1.9250652169353867e-05 -0.0020294310703357406 -0.0014037026357149045 -0.0023740656296754002 0.0020054675544600919 -0.0025442798687760233 0.0031123935072260136 -0.0025133604770780334 -0.0018791767465713149 0.0021636516760711907 -0.0016545289254824408 0.0020033460194790313 -0.0025133059932884211 0.001532779763427868 0.0020567575532402555 -5.6843495512554231e-05
leaf_weight=2.5445665204897514 5.0316615379415444 5.2264171866700044 2.70052785240114 0.5937038939446192 2.2259694738313551 6.3120800270698947 1.7603346332907692 1.247024381533264 6.1254477696493259 0.78907738439738651 0.46557448804378587 0.9246555482968678 1.8088225917890643 0.73666828498244363 20.460760644637055 0.4509438034147023 1.8649982288479803 1.3672181386500586 3.1983615877106786 0.46190929226577282 0.58867806941270806 5.3467981535941425 1.27118903119117 7.4711900670081359 1.548046623356641 0.88259768765419711 1.5312873432412746 1.2451399331912396 0.40669099986553181 1.5520150251686571
leaf_count=32 415 84 83 6 96 525 33 21 367 9 5 78 16 10 291 10 50 24 36 31 11 373 44 244 63 12 94 29 4 25
internal_value=0 -0.000941797 0.000159375 0.0010155 -0.000178404 -0.00116235 -0.00097417 -0.000633465 -0.000772506 -0.000417165 -0.00118902 0.000221432 0.000502618 0.00160146 -0.00038118 0.00179719 0.000331658 -0.000130657 0.000827912 -0.00175019 0.000625337 -0.00217956 0.000144464 0.00190693 0.000751245 -0.000326308 -0.00197978 -0.000698764 -0.00180859 -0.0016671
internal_weight=0 48.0368 40.1036 11.3461 28.7574 40.9454 35.9137 26.8252 25.5782 19.046 8.62329 10.4228 9.63367 8.80156 26.0805 2.67691 7.09142 21.828 8.70902 6.86296 1.05059 5.81237 5.51066 8.06489 4.23947 2.43064 9.08851 2.77643 6.53214 4.25254
internal_count=3121 2300 821 292 529 2166 1751 1103 1082 711 453 258 249 260 423 106 134 315 171 420 42 378 135 250 91 75 648 123 371 108
is_linear=0
shrinkage=0.00244652


Tree=172
num_leaves=31
num_cat=0
split_feature=1 159 403 47 51 1213 12 50 4 151 484 475 42 14 132 3 4 4 3 13 2 2 51 4 3 52 0 150 16 48
split_gain=4.00203 2.04534 2.22898 1.94791 1.88282 1.8273 1.80311 1.79021 1.67782 2.03045 1.63651 1.57111 1.49407 1.45031 1.35792 1.64432 1.45164 1.86627 2.69235 1.195 1.05443 1.34223 1.62282 1.37287 1.04881 1.04301 1.16353 1.01041 1.33354 1.46376
threshold=0.10060500000000001 -0.032739999999999991 -1.0000000180025095e-35 0.087885000000000019 -0.096089999999999981 -1.0000000180025095e-35 -0.040564999999999997 0.11610000000000001 -0.036839999999999991 -0.40381499999999992 -0.0068949999999999992 -0.086424999999999988 -0.098769999999999983 0.062655000000000016 -1.0000000180025095e-35 -0.15121499999999996 -0.52556499999999995 -0.076229999999999978 -0.081234999999999988 -0.082904999999999993 0.10882500000000002 0.089775000000000008 -1.0000000180025095e-35 0.053180000000000012 0.14121000000000003 -0.07167999999999998 -0.14649999999999996 -1.0000000180025095e-35 -0.061854999999999993 0.11454000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 11 6 -4 -6 -2 8 -8 -10 -7 -3 -11 14 -12 -16 -17 19 -19 -18 21 22 -20 -24 -13 26 -14 -5 29 -29
right_child=3 2 4 27 5 10 7 -9 9 12 13 24 25 -15 15 16 17 18 20 -21 -22 -23 23 -25 -26 -27 -28 28 -30 -31
leaf_value=-0.0032501126034486958 0.0031149948041408423 0.0031529142979368034 -0.0034577357018566956 -0.0034331667711009158 -0.003410797544780006 -0.0028688721758300352 -0.0012001891438635775 -0.0036309101352354658 -0.0035531481537998035 -0.0017285148172954837 -0.0036303297430907255 -0.003143297692341244 -0.0017503567702487066 -0.0035926186992888153 0.0024348635189295623 -0.004056520383774154 0.0031969270177125376 -0.0027417191251810644 0.0031941477382024315 0.00051833454793698947 -0.0024463655988879712 0.001591619799529567 -0.0026295556395587619 0.0012600611087785689 0.0039044814668420728 0.0029524456009248287 0.002751797867479761 -0.00069384436720459658 -0.0017249202907672048 0.0028012183076557588
leaf_weight=4.6457188185304394 3.720211589708927 0.5103281047195195 2.4375350228510788 1.3583994554355729 2.1636515702120951 2.476827601902186 3.5033610207028749 1.0811187028884877 0.84416700154543178 1.171099960803988 1.0641939966008056 7.3169990298338217 1.3113740012049677 1.2460025115869928 3.3382411040365652 0.9783609183505132 2.7700918260961771 4.5410627871751794 1.0288790185004462 5.7197743472643214 1.4741482427343733 6.5224323719739914 3.3233928978443279 1.4650072548538444 0.24450312554836262 6.9480930278077606 1.2623881334438944 3.2800147067755452 4.43435916583985 2.273256815969944
leaf_count=334 223 6 175 20 177 183 106 25 8 11 77 666 10 34 40 11 31 247 15 118 26 101 78 14 2 162 41 40 98 42
internal_value=0 -0.0011281 -0.000925344 0.000381766 -0.000605572 -0.000423156 0.00101437 0.00052963 0.000828692 0.00144478 -0.000243337 -0.00253175 0.00183935 -4.90528e-05 8.79592e-05 0.000214943 -5.14051e-05 9.45617e-05 -0.000505698 0.00139231 0.000229354 0.000549006 -0.00061999 -0.00143953 -0.00291541 0.00227816 0.000457876 -0.000724523 -0.000356125 0.000736875
internal_weight=0 53.2672 48.6214 31.1878 40.5496 38.1121 19.8418 16.1216 15.0405 11.5371 35.9484 8.07183 10.693 33.4716 32.2256 31.1614 27.8231 26.8448 18.3549 8.48987 13.8139 12.3397 5.81728 4.7884 7.5615 9.52186 2.57376 11.346 9.98763 5.55327
internal_count=3121 2335 2001 786 1327 1152 586 363 338 232 975 674 224 792 758 681 641 630 481 149 234 208 107 92 668 213 51 200 180 82
is_linear=0
shrinkage=0.0033474


Tree=173
num_leaves=31
num_cat=0
split_feature=1 123 3 3 47 457 155 151 50 48 11 15 128 13 16 1 52 43 1 15 376 403 2 160 52 15 15 4 12 16
split_gain=13.7935 5.28618 3.93709 3.62658 3.5988 3.00261 2.71767 2.76068 2.85772 2.79312 2.64792 2.98803 2.04901 1.90898 1.78352 2.34512 1.65667 1.64359 1.62469 1.43183 1.35831 1.1894 1.65387 2.07092 2.90284 2.05699 3.19997 2.96308 1.96029 1.95961
threshold=0.104035 1.0000000180025095e-35 -0.11255999999999998 0.090900000000000009 0.087885000000000019 0.082380000000000009 0.11332500000000002 -0.40381499999999992 0.11610000000000001 -0.089099999999999999 0.081790000000000015 0.024640000000000006 0.086435000000000012 -0.42195999999999995 -0.061854999999999993 0.13210500000000003 -0.24456499999999998 -0.023869999999999995 0.077845000000000011 -0.055554999999999993 0.049360000000000008 -1.0000000180025095e-35 0.092875000000000013 -1.0000000180025095e-35 0.14295500000000003 0.088235000000000022 0.088655000000000025 -0.026489999999999996 0.084100000000000022 -0.056919999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 10 21 6 13 7 -2 9 -9 11 18 16 -5 15 17 -11 -6 -1 -16 -3 -4 23 -23 25 28 -27 -28 29 -25
right_child=4 20 3 5 14 -7 -8 8 -10 12 -12 -13 -14 -15 19 -17 -18 -19 -20 -21 -22 22 -24 24 -26 26 27 -29 -30 -31
leaf_value=7.7118701677466526e-05 -0.0017149932044743365 -0.00031647744149227721 -0.0018025594328354689 0.00044048009911805788 0.00080439327973735994 0.0011103013541795754 -0.0020115547779885712 -0.00097266888530465683 -0.0011897864711037426 -0.00024640391243970465 -0.0016556151169359948 -0.0012604355081245184 -0.0010816118629895098 -0.0014401270374868099 -0.0018313450993337462 0.0019050101945319612 0.0016352702461374794 -0.0010462724320606407 0.0016093538528252442 -7.9177719873133249e-05 0.0012845898346003784 -0.0016316382046535048 -0.0017728221634853172 0.00066286357851246468 0.0026658232886618109 0.0031180777477581123 -0.0011565663110078058 0.0022731495887009898 -0.0018065983536536094 -0.0014539550058828813
leaf_weight=5.4172363318502921 1.293350357562306 2.9749352131038895 15.065116638317702 2.5735207721590987 2.5960362181067467 3.653258938342332 1.1218393128365267 1.8458337038755477 1.8175102230161417 1.6840944699943197 3.2011244613677254 3.4242355339229098 1.0838677845895279 5.8387521393597117 3.5916271768510333 2.0292705427855253 19.213928438723084 4.0900483410805446 3.9671420101076365 2.7062827590852976 4.2709381338208914 10.758676972240208 12.346541462466119 2.8897657226771116 0.8401962872594585 0.96569164283573528 4.2464624512940645 1.0372063070535658 7.4939277339726686 2.8991030994802802
leaf_count=50 10 39 675 16 27 30 36 19 25 17 75 77 12 81 66 26 391 37 39 25 56 384 418 26 9 12 122 6 257 58
internal_value=0 -0.000865365 -0.000990226 -0.0011749 0.000378027 -0.000266772 0.000762644 0.000878174 0.00100895 0.00117667 -0.00017574 0.00019411 0.00135715 -0.000864803 -0.000340837 0.000192156 0.00148363 -0.000327706 0.000724854 -0.00107842 0.00062724 -0.00136207 -0.00120944 -0.000985997 -0.000645033 -0.000787453 7.32093e-05 -0.000483299 -0.00119238 -0.000397253
internal_weight=0 93.8638 86.618 70.6082 43.0737 12.0655 28.0604 26.9386 25.6452 23.8277 16.0097 12.8086 21.9819 8.41227 15.0133 8.71536 20.898 6.68608 9.38438 6.29791 7.24587 58.5427 43.4776 31.131 20.3724 19.5322 6.24936 5.28367 13.2828 5.78887
internal_count=3121 2430 2335 2094 691 127 510 474 464 439 241 166 420 97 181 90 408 64 89 91 95 1967 1292 874 490 481 140 128 341 84
is_linear=0
shrinkage=0.00181913


Tree=174
num_leaves=31
num_cat=0
split_feature=1 484 150 15 50 403 52 1213 15 0 151 15 1374 475 4 43 150 16 133 15 2 3 42 52 1456 133 16 43 160 12
split_gain=3.72091 2.3064 2.29044 2.04765 2.04083 1.93427 1.65019 1.69962 1.88592 1.88629 1.9802 1.91795 1.61181 1.42822 1.35489 1.23744 1.20343 1.18876 1.14612 1.31377 1.35917 1.23691 1.63332 1.1059 1.11641 1.20072 1.24282 1.47698 1.31766 1.41854
threshold=0.094385000000000011 -0.0068949999999999992 0.080470000000000014 -0.24436499999999997 0.11843500000000001 -1.0000000180025095e-35 0.19022000000000003 -1.0000000180025095e-35 -0.0063699999999999989 0.024095000000000002 -0.0071249999999999985 -0.090344999999999995 0.093750000000000014 -0.086424999999999988 -0.49013999999999996 -0.58681499999999998 0.083095000000000016 0.25084500000000004 0.076280000000000014 0.091915000000000011 0.08839000000000001 -1.0000000180025095e-35 0.08623500000000002 -0.43320999999999993 -1.0000000180025095e-35 -0.25159999999999993 -0.27167499999999994 -0.40263499999999991 -0.40698999999999991 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -2 13 7 -7 9 10 11 16 -4 -3 17 -8 -9 -10 19 20 21 22 -16 -5 -25 -26 -27 -28 -29 -30
right_child=2 5 12 23 -6 6 15 8 14 -11 -12 -13 -14 -15 18 -17 -18 -19 -20 -21 -22 -23 -24 24 25 26 27 28 29 -31
leaf_value=-0.0030281237251902466 0.0019823146590147462 0.0026419909606978207 0.0019888271388126544 -0.002998572257372266 -0.0022779056153156476 -0.0029787897125893438 0.0042589399515653567 -0.0010243407553601055 -0.0030170511246109507 0.0033895880946686816 -0.0025172538907249822 -0.0019492926592385416 -0.0025973581538363739 -0.002531539990427501 -0.0023605795491214595 -0.0030453700501299622 0.0024168210023714906 0.00044741476652135164 0.0022321281916313062 -0.0020859662003209259 0.0022213865314080314 0.0025299741923034596 0.0030985425217003224 -0.0031946454012824685 -0.0033543104933828976 -0.0012811957218385945 -0.0034465958419577416 -0.0032503620007609296 0.00289717977289444 0.00036953877087394398
leaf_weight=4.4878232674673191 5.5117242867127052 0.49256586097180832 7.5261611957102996 1.5743371248245264 1.174737526103854 1.9525413922965551 0.21426463127136264 1.3563994504511359 1.5622968883253663 0.8024402968585499 5.7574694347567812 2.9638546672649726 0.72336193546652783 6.8507441603578618 2.3451190926134591 2.9455600492656222 2.4668983602896333 1.8784434124827383 4.0869707986712447 1.5649184249341486 3.4400909035466611 0.99085113592445706 0.59089295659214247 1.1877149497158921 1.0163254612125552 5.0926295658573606 0.78062391886488569 0.67216948885471595 2.5341253997758111 7.7892000135033834
leaf_count=397 208 6 217 114 20 177 1 31 17 9 289 118 10 633 92 194 25 24 55 50 45 8 7 43 23 63 10 21 65 149
internal_value=0 -0.0010279 0.000231446 -0.000177578 0.00123384 -0.000815492 -0.000527592 -0.000326369 -0.000152617 -0.000972338 -0.00125136 -0.000177509 0.00158669 -0.00218452 0.000512094 -0.00255007 0.00119599 -0.00112565 0.000944934 0.00035595 0.000874672 -0.000305105 -0.00126189 -0.000634659 -0.000439533 -0.000256571 -6.9935e-05 0.00045388 0.000730793 0.000990013
internal_weight=0 46.7501 35.5831 27.3336 6.68646 42.2623 34.919 31.7592 29.8066 13.3471 12.5446 6.78715 8.24952 7.34331 16.4596 3.15982 3.8233 3.44074 13.0188 8.93187 7.36695 3.92686 2.93601 20.6471 19.0728 17.8851 16.8687 11.7761 10.9955 10.3233
internal_count=3121 2178 943 716 228 1781 1142 947 770 472 463 174 227 639 298 195 56 41 257 202 152 107 99 488 374 331 308 245 235 214
is_linear=0
shrinkage=0.00293457


Tree=175
num_leaves=31
num_cat=0
split_feature=1 0 123 147 484 1 51 48 15 44 1429 2 48 4 150 4 1 151 402 48 150 1 3 3 13 52 3 3 151 49
split_gain=3.30697 3.08081 2.35017 2.35792 1.7867 2.00835 3.16222 2.10551 1.89594 2.07957 1.81297 1.72674 1.6213 1.60561 1.89435 1.59798 1.60801 1.37546 1.20889 1.14867 1.10802 1.08585 1.17071 1.29201 1.04767 0.974745 0.918689 2.59755 1.57047 1.45461
threshold=0.077565000000000009 -0.059114999999999994 1.0000000180025095e-35 0.089025000000000007 -0.0068949999999999992 0.13559000000000002 -0.40274499999999996 0.12796000000000005 1.0000000180025095e-35 1.0000000180025095e-35 -1.0000000180025095e-35 1.0000000180025095e-35 -0.091869999999999993 0.0061450000000000003 0.087380000000000013 -0.021294999999999998 0.080585000000000004 -0.044604999999999992 -0.46900499999999995 0.088965000000000002 0.097210000000000005 0.10781 -0.10519499999999998 -0.075944999999999985 -0.08459499999999999 0.26521500000000003 -0.084074999999999997 -0.083924999999999986 -0.50641499999999995 -0.24768999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 26 3 4 20 7 -7 8 9 10 -6 21 -5 14 15 16 -13 -15 -10 -3 -2 -12 -23 -24 -20 -4 -1 -28 -29 -30
right_child=2 19 25 12 5 6 -8 -9 18 -11 11 13 -14 17 -16 -17 -18 -19 24 -21 -22 22 23 -25 -26 -27 27 28 29 -31
leaf_value=-0.0027554301299302984 -0.0026776929638007837 -0.00027719193470900961 0.0020849092433516516 -0.0015418160332463231 -0.0030649140308072441 -0.0035286634179410429 0.0030396858873845407 -0.0030889931883008141 0.0034479118476971006 -0.0036601853411404313 -0.0013789979454758019 0.0028697057962261598 0.0030900207757673082 -7.6966328267395317e-05 -0.0023999340160333433 0.0028730441433947609 -0.0018562896982689697 0.0032396857947009105 -0.0003988221468188854 0.0027794690103821202 0.0014262030020869242 0.0040406860415490879 -0.0032971695992237244 0.0015507718760539712 -0.0030279440837568737 -0.0018718112069745318 0.0077925117092184576 0.0049771436761725579 0.0019930554953931281 -0.0021093598450611442
leaf_weight=7.357553981710228 4.2162652835249892 8.1364424470812065 5.5580009296536437 0.85459638107568059 1.2748658843338621 0.79294900596141804 3.2228015894070259 2.4571464452892533 0.3688980946317314 1.1871512383222569 4.9139488618820932 0.91800159774721413 2.8253172226250163 1.4609680306166408 1.7252598684281109 2.4978306964039714 1.9589563650079069 4.2257270030677319 2.0858653797768056 1.2285988745279599 0.6607105117291211 0.7601527534425262 0.75713389925658758 1.2913397131487723 3.5651065856218329 0.59881140664219845 0.25938608357683079 0.30357914417982002 0.80852066352963525 10.44151050271466
leaf_count=652 166 155 230 18 75 8 106 32 13 22 139 11 66 18 33 32 68 67 66 21 8 14 21 27 238 7 10 2 8 788
internal_value=0 -0.00126141 -5.06792e-06 -0.000243551 -0.000449518 -0.000219559 0.0017427 -0.000470127 -0.000248165 0.000137576 0.000344538 0.000556471 0.00201436 0.00122091 0.000286459 0.00114877 -0.000348283 0.00238761 -0.00172012 0.000123811 -0.00212172 -0.00054368 0.000917784 -0.00024107 -0.00205749 0.00170008 -0.0019381 -0.00142904 -0.00163607 -0.00181453
internal_weight=0 28.5356 50.1778 44.021 40.3411 35.4641 4.01575 31.4484 28.9912 22.9713 21.7842 20.5093 3.67991 12.7867 7.10005 5.37479 2.87696 5.6867 6.01987 9.36504 4.87698 7.72258 2.80863 2.04847 5.65097 6.15681 19.1706 11.813 11.5536 11.25
internal_count=3121 1636 1485 1248 1164 990 114 876 844 527 505 430 84 229 144 111 79 85 317 176 174 201 62 48 304 237 1460 808 798 796
is_linear=0
shrinkage=0.00294657


Tree=176
num_leaves=31
num_cat=0
split_feature=1 47 12 52 3 50 49 48 160 16 15 15 3 51 1429 0 1 4 3 16 2 48 376 43 4 130 16 51 52 42
split_gain=13.9196 4.23048 4.22201 3.52444 3.48891 3.00799 2.27813 2.06211 2.29574 1.91838 1.86909 1.79045 1.65183 1.62563 1.54938 1.39482 2.85729 2.53174 1.36779 1.4003 1.36259 1.31914 1.2886 1.41306 2.40275 1.08482 0.85001 0.822559 1.76771 0.751821
threshold=0.10089500000000001 0.087885000000000019 0.083370000000000014 -0.40967499999999996 0.10732000000000001 0.11610000000000001 -0.14917999999999998 0.12879500000000002 -0.40698999999999991 -0.51370499999999997 0.083195000000000005 0.035560000000000008 0.16158000000000003 -0.10748999999999999 0.084990000000000024 -0.070154999999999981 1.0000000180025095e-35 -0.46376499999999993 -0.097604999999999983 0.062650000000000025 0.089885000000000007 0.086260000000000017 0.080200000000000007 -0.074359999999999996 0.09173000000000002 -0.44390499999999994 -0.056919999999999991 -0.076794999999999988 -0.11592499999999999 -0.095284999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 10 -2 6 7 -4 8 -5 -8 13 27 22 -1 15 16 -15 -17 19 -11 21 26 23 24 -3 -20 -18 28 -10 -27
right_child=1 12 4 5 -6 -7 9 -9 11 18 -12 -13 -14 14 -16 17 20 -19 25 -21 -22 -23 -24 -25 -26 29 -28 -29 -30 -31
leaf_value=-0.001859835026989512 -0.0018437654752083284 -0.0013240221938209042 0.00034959174582539087 -0.0014679168300251923 0.00067829034990491267 -0.0012293292469220533 0.00043695858850732478 -0.00038953212059649031 0.0019922694216781929 -0.0014549559292499912 -0.0018677976033624143 0.00023848770113170652 0.0010003025464083927 -0.0019108534790788802 0.0014017311101577924 -0.00086180981307889875 0.00062236172528645469 0.0013907720044967636 0.00096601688238953784 -9.6130754096275065e-05 0.00051737207625045527 -0.001940824396540949 0.00086712466955103553 -0.0013715930314602822 0.0013958285534523016 -0.00068786364325328444 -0.00078789950970886257 0.0017522738080280114 -0.00070186748514712495 -0.0016956544791472154
leaf_weight=1.7203987762332023 1.5480461549013842 2.2004915941506606 2.6349376998841754 0.94960575178266182 3.1231632009148589 1.9293515868484963 1.8285120166838158 2.7302169054746619 1.6773209646344187 5.2519563492387515 2.2627841960638753 3.7594248484820119 2.2811334468424311 3.4796178396791353 2.088331287726759 2.6333995368331671 2.3648619167506806 3.9841236583888486 0.52168019488453765 4.4531640838831663 6.1791679933667183 1.8071256484836338 1.5562925320118655 6.7266262322664261 1.9437440428882835 2.5337720196694056 3.1899631265550723 15.681237060576679 1.4367404244840241 32.819464052096016
leaf_count=52 68 51 26 12 18 29 21 24 29 144 69 37 27 83 22 26 25 39 5 65 53 19 20 85 16 105 39 366 16 1530
internal_value=0 0.000387863 -0.000848837 0.000774913 -0.0011496 0.000918851 -0.00126368 0.00107683 0.00124716 -0.00135334 -0.000310614 0.00136147 -0.000394012 -0.000182237 -7.0052e-05 -0.000200077 -0.000470073 0.000494372 -0.00142516 -0.000831463 -9.98407e-05 -0.000617891 -0.000649953 -0.00086714 -4.83482e-05 -0.00158577 -0.000187507 0.00158609 0.00074927 -0.00162343
internal_weight=0 44.4202 82.8764 29.7119 53.1666 28.1639 50.0435 26.2345 23.5043 47.4085 29.7098 22.5547 14.7083 27.447 25.7266 23.6383 17.0207 6.61752 45.58 9.70512 13.5411 7.36195 12.4272 10.8709 4.14424 35.8749 5.55483 18.7953 3.11406 35.3532
internal_count=3121 780 2341 581 1914 513 1896 484 460 1870 427 448 199 358 306 284 219 65 1849 209 136 83 172 152 67 1640 64 411 45 1635
is_linear=0
shrinkage=0.00178258


Tree=177
num_leaves=31
num_cat=0
split_feature=1213 484 1 52 128 48 474 403 150 15 11 475 454 48 160 49 43 4 456 1 123 15 2 16 16 3 12 3 150 33
split_gain=3.17424 2.66415 2.84751 1.94548 2.14104 1.90812 2.01446 2.08621 1.79932 1.73383 1.78888 1.63841 1.3681 1.74544 2.00738 1.84726 1.24166 1.66211 1.19125 1.19048 1.16475 1.14078 1.21938 1.16795 1.13922 1.10554 1.65711 1.67097 1.65587 1.59158
threshold=-1.0000000180025095e-35 -0.0068949999999999992 0.11551000000000002 0.19022000000000003 0.086435000000000012 0.12737000000000001 -1.0000000180025095e-35 -0.083259999999999987 0.097210000000000005 -0.24436499999999997 0.081790000000000015 -0.086004999999999984 -1.0000000180025095e-35 0.092475000000000016 0.10648000000000001 0.0065400000000000015 -0.15323999999999996 -0.51843499999999987 0.041000000000000002 0.093575000000000019 0.087755000000000014 -0.24436499999999997 0.14530500000000005 -0.27167499999999994 -0.042349999999999992 0.10732000000000001 0.092355000000000007 -0.11255999999999998 0.086615000000000011 -0.0066799999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=11 8 3 4 5 6 -3 -8 20 -9 12 -1 -11 14 15 16 -14 -18 25 -17 -2 -4 23 -23 -25 26 28 -28 29 -19
right_child=1 2 21 -5 -6 -7 7 9 -10 10 -12 -13 13 -15 -16 19 17 18 -20 -21 -22 22 -24 24 -26 -27 27 -29 -30 -31
leaf_value=0.0030569524093306297 -0.0024472616460388692 -0.0035127984604636183 0.0025769387888343797 -0.0020551236488516762 -0.0028706535070752866 -0.0031782899721105469 -0.0021659114557872126 0.0029943695304364085 0.0017146262201305851 -0.0023318799771145878 -0.002065644296702588 -0.002759274763091249 0.0021767287083209828 0.0020611730223803896 -0.0031266038928489137 -0.0026043278938427416 -0.0028923165217819759 -0.0022761913398646676 -0.0025565426187815895 0.0018568258715779796 0.0027085666660453854 -0.001942450253040275 0.0029151084110989201 0.0023555494390730407 -0.00013618991361452235 0.0021275448422976729 0.0028199404639359998 -0.0029633776324143918 -0.0014437461494275195 0.0013864827487264759
leaf_weight=0.38299478590488423 6.749685201328246 1.1408758307807136 3.004483744967728 4.4736555428244165 2.0833662543445817 1.3961502178572107 2.696774792391806 1.6890511754900135 0.98590114340186108 1.3597625116817642 2.4409961896017185 5.283306118566542 3.1872772690840021 4.3041951563209286 1.2721380838192988 2.25379028590396 1.0984056703746272 0.9466219050809962 0.8810467766597857 0.54836066300049413 0.33930957969278086 1.5014880895614622 1.4550987333059309 2.0841094953939314 3.8559208498336361 3.2201205948367706 0.46364659816026721 1.792384655214845 2.2059347550384691 11.52393404161559
leaf_count=4 460 79 184 249 109 25 277 35 16 39 72 487 44 91 28 170 16 22 44 16 9 26 48 29 76 53 8 72 66 267
internal_value=0 -0.0002542 -6.56471e-05 -0.000344842 -0.000180317 -5.41402e-05 4.72369e-05 0.000144207 -0.00172247 0.000303183 0.000181964 -0.00236615 0.00033846 0.000446213 0.00020973 0.000360656 0.000592179 0.000363985 0.000534033 -0.00173131 -0.00220048 0.00113029 0.000641737 0.000197207 0.000738058 0.000669149 0.000391801 -0.00177482 0.000724849 0.00110845
internal_weight=0 70.9545 62.8796 50.9785 46.5048 44.4215 43.0253 41.8844 8.0749 39.1877 37.4986 5.6663 35.0576 33.6979 29.3937 28.1215 25.3194 22.1321 21.0337 2.80215 7.08899 11.9011 8.89662 7.44152 5.94003 20.1526 16.9325 2.25603 14.6765 12.4706
internal_count=3121 2630 2145 1782 1533 1424 1399 1320 485 1043 1008 491 936 897 806 778 592 548 532 186 469 363 179 131 105 488 435 80 355 289
is_linear=0
shrinkage=0.00271537


Tree=178
num_leaves=31
num_cat=0
split_feature=1213 1456 1 50 128 474 403 47 475 124 1365 4 11 156 480 39 158 3 3 12 42 12 0 4 150 403 42 151 4 4
split_gain=2.89708 2.40037 2.33129 1.82448 1.79287 1.80881 1.70701 1.61583 1.4723 1.41767 1.35785 1.7749 1.44593 1.22532 1.29102 1.15292 1.12456 1.08858 1.1825 1.43325 1.94552 1.32351 1.26896 1.3783 1.318 1.09877 1.60667 1.03116 1.0293 1.15555
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 0.11588000000000001 0.10647500000000001 0.086435000000000012 -1.0000000180025095e-35 -0.083259999999999987 0.11774000000000001 -0.086004999999999984 -0.043384999999999993 1.0000000180025095e-35 0.27834500000000006 0.082245000000000013 0.091255000000000017 1.0000000180025095e-35 -0.078159999999999993 0.083065000000000014 -0.11255999999999998 0.10299500000000002 0.092355000000000007 -0.092459999999999987 0.088245000000000004 -0.10096999999999999 -0.083854999999999985 0.087380000000000013 0.092070000000000013 0.088200000000000014 -0.40381499999999992 0.24564500000000003 0.098655000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 -2 3 4 5 -3 -7 9 -1 15 11 12 13 14 16 -8 17 -11 19 21 -21 22 24 -24 -19 26 -23 -4 29 -29
right_child=1 2 27 -5 -6 6 7 -9 -10 10 -12 -13 -14 -15 -16 -17 -18 18 -20 20 -22 25 23 -25 -26 -27 -28 28 -30 -31
leaf_value=0.0034753139068841943 -0.0026276160892080027 -0.0038593163672318077 -0.0030156913325713542 -0.0030137750896151744 -0.0032518871682623986 -0.0024254175574823459 -0.0020132225378089574 -0.0034473683115064709 -0.0031567215534024674 0.0018304076961071266 -0.0033072369341605916 0.0023631782422974318 -0.0033018889724838428 -0.0025987309571426174 -0.0032127338860991547 0.0025121432344887406 -0.0024928759412881671 0.0012871016831817019 0.0015600836772976525 0.0054192783381602685 -0.0033533113752221393 -0.0025780189970930974 0.0014706172418714784 -0.0028090919824152374 -0.0014747165331726693 0.0043521684364503091 0.0022055653147473745 0.0012340127618973046 0.0023461969939109193 -0.0017024152903729545
leaf_weight=0.35047662258148182 3.9911828041076651 1.2623353539966036 0.57320981845259567 2.5261997361667445 1.9178204382769752 2.8144989577122024 0.64223172143101681 1.2269574380479742 4.8059492614120236 4.505067102611064 1.179538317490368 3.0888013821095219 1.3317600665613998 1.6514718923717726 1.0649559125304211 3.8002371466718605 1.351339129731058 5.0064559513702989 4.6456542424857608 0.27712301677092943 2.2471350813284507 0.99740988248959128 0.95969392638653506 3.1274021933786766 2.5425738100893795 1.0815694085322318 2.1888191225007176 5.1672966969199461 5.0462335702031851 1.7509339228272436
leaf_count=4 258 94 9 197 108 306 12 36 487 61 44 70 62 84 101 119 80 61 54 4 119 56 30 192 25 11 55 140 227 15
internal_value=0 -0.000277221 -0.000130587 -0.000425001 -0.000291293 -0.000170469 -6.86437e-05 8.59165e-05 -0.00270595 0.000189905 -9.04239e-06 9.88214e-05 -0.000113261 2.09232e-05 0.000165156 0.00185793 0.0002895 0.000425833 0.000151596 -0.000203476 -0.00239022 0.000143602 -0.000402159 -0.00180417 0.000356899 0.00163162 0.000708123 0.00107728 0.00127337 0.000490833
internal_weight=0 67.9659 63.9747 51.4371 48.9109 46.993 45.7307 42.9162 5.15643 41.6892 37.2468 36.0672 32.9784 31.6467 29.9952 4.44247 28.9302 27.5789 23.0738 18.4282 2.52426 15.9039 11.6361 4.0871 7.54903 4.2678 3.18623 12.5377 11.9645 6.91823
internal_count=3121 2630 2372 1981 1784 1676 1582 1276 491 1240 1109 1065 995 933 849 131 748 668 607 553 123 430 308 222 86 122 111 391 382 155
is_linear=0
shrinkage=0.00312388


Tree=179
num_leaves=31
num_cat=0
split_feature=1 47 12 52 50 3 48 48 128 52 49 51 14 484 123 12 43 3 4 51 0 16 1 42 133 3 47 149 130 43
split_gain=11.4719 3.93373 3.65428 3.30953 3.13468 2.58699 1.99398 2.21799 2.08916 1.91467 1.90503 1.67517 1.80481 2.81781 2.22013 2.29558 1.68617 1.59409 1.54986 1.9553 1.47421 1.77726 1.56897 1.29252 1.27764 1.17829 1.16 1.06909 1.02204 0.993908
threshold=0.10089500000000001 0.087885000000000019 0.083370000000000014 -0.40967499999999996 0.11610000000000001 0.10732000000000001 0.12879500000000002 -0.089099999999999999 0.086435000000000012 0.19022000000000003 -0.14917999999999998 -0.10748999999999999 0.062655000000000016 0.08660000000000001 1.0000000180025095e-35 -1.0000000180025095e-35 -0.079109999999999986 -0.097604999999999983 0.0061450000000000003 0.087505000000000013 -0.033209999999999996 -0.065229999999999996 0.12408500000000001 -1.0000000180025095e-35 0.024320000000000005 -0.10519499999999998 0.11596500000000001 0.097720000000000015 -0.44390499999999994 -0.17390999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 9 -2 6 10 7 -5 27 11 -4 -1 13 14 15 -13 -16 23 19 24 21 22 26 -12 25 -17 -3 -9 -19 -25
right_child=1 20 5 4 -6 -7 -8 8 -10 -11 17 12 -14 -15 16 18 -18 28 -20 -21 -22 -23 -24 29 -26 -27 -28 -29 -30 -31
leaf_value=-0.0017987463250130251 -0.0017781767840955398 3.6530178359086906e-06 0.00031409371569930255 -0.00071278454223336275 -0.0013683045341382032 0.00051563857053542046 -0.00036648486072360142 0.0015578858514851122 -0.0010325920334676073 -0.0018950701615399344 -0.0017722831177323329 -0.0016927053649143269 -0.0018745021178611465 0.0016997892792933746 0.0018013113729273018 0.0016705463353869647 -0.00030165125761895211 0.00097879991162070929 0.00065107304899201265 -0.0020032179029492582 0.001088084123434445 -0.0014439203196646715 0.0010635181534495554 0.00085709866946775785 -0.0014357928517897333 -0.000218355006745138 -0.0015973955854141875 -0.00042950116906790886 -0.0014744914392166904 -0.00063833265368520343
leaf_weight=1.7581513114273608 1.4912844747304905 3.5774375908076745 2.4166607782244673 1.6818997319787801 1.7516104970127333 2.8637712374329558 2.754692066460847 18.466273229569211 1.0398636981844891 2.0604852922260752 2.2371422117576003 3.4894899763167073 1.5284491442143906 2.7303688023239365 2.6286029703915119 1.4325223900377873 1.9797953646630038 0.51092534139752288 4.8392161186784497 2.1133310217410326 1.7608242370188225 4.6207220368087283 2.3924872167408466 1.7420852072536943 1.536901583895087 3.0834773145615877 2.143305566161871 0.83807185478508373 32.232888098806143 5.3863488081842643
leaf_count=56 68 34 26 19 29 18 24 411 13 41 109 58 35 27 33 12 27 5 36 24 19 90 30 20 36 42 26 17 1650 86
internal_value=0 0.000339982 -0.000774855 0.000716456 0.00085667 -0.00106988 0.00101394 0.00118658 0.00134361 -0.000295738 -0.00117185 -0.000174227 -6.16128e-05 5.46473e-05 -0.000158203 -0.00045325 0.000897866 -0.00125713 -0.000120692 -0.000578031 -0.000387879 -0.000591972 -0.000106762 -0.000631034 -8.04358e-05 0.000380824 -0.000596188 0.00147161 -0.00143621 -0.000272871
internal_weight=0 42.5185 76.5706 28.0237 26.5324 47.3898 24.7808 22.0261 20.3442 29.1808 44.5261 27.1203 25.3622 23.8337 21.1033 16.4949 4.6084 42.1094 13.0054 8.16623 14.4948 12.734 8.11323 9.36558 6.0529 4.516 5.72074 19.3043 32.7438 7.12843
internal_count=3121 780 2341 581 513 1914 484 460 441 427 1896 386 330 295 268 208 60 1870 150 114 199 180 90 215 90 54 60 428 1655 106
is_linear=0
shrinkage=0.00172099


Tree=180
num_leaves=31
num_cat=0
split_feature=1 52 0 47 15 160 50 48 3 1 3 0 4 159 51 42 4 1 1429 15 15 4 51 51 403 4 43 16 42 151
split_gain=7.79365 3.19776 2.86894 2.76215 2.71882 2.42913 2.58619 2.67471 2.23812 2.21269 1.81906 1.78334 1.56171 1.51721 1.3256 1.41655 1.9475 1.05509 1.34183 1.16642 1.7969 2.02934 1.04923 2.45966 1.42656 1.6208 1.03759 0.969444 0.926759 0.792291
threshold=0.094385000000000011 -0.43320999999999993 -0.060129999999999996 0.096300000000000011 0.035560000000000008 -0.51146999999999987 0.11843500000000001 0.12879500000000002 0.090900000000000009 0.11146500000000002 0.16158000000000003 -0.062294999999999996 0.40124500000000002 -0.032739999999999991 -0.097539999999999974 0.093505000000000019 -0.51843499999999987 1.0000000180025095e-35 0.084990000000000024 0.088235000000000022 0.088655000000000025 -0.026489999999999996 0.045645000000000005 0.08955500000000001 0.03138500000000001 0.053180000000000012 -0.24021999999999996 -0.53943499999999989 -0.090219999999999981 -0.50641499999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 8 4 5 -3 7 -7 12 -6 11 27 17 -4 -15 16 -16 19 22 29 -21 -22 24 -24 25 -19 -17 -5 -26 -1
right_child=1 3 13 10 9 6 -8 -9 -10 -11 -12 -13 -14 14 15 26 -18 18 -20 20 21 -23 23 -25 28 -27 -28 -29 -30 -31
leaf_value=0.00017320171634256488 -0.0021806534372068461 -0.0024631476601203301 -0.0022532528641284965 0.00054122461626475318 -0.0019038496744367129 0.0016626309792440882 -0.0016121640568773138 -0.0013572771824004472 0.00018202045153096783 0.00065908458091817695 0.0016891752891866983 0.0007652565591711179 0.0024029696591911383 -0.0021723751464579233 -0.0012005147351260561 0.00067987845328223095 0.0012303716164930715 -0.0022522601975673504 0.0018839414527393127 0.0019739094311482484 -0.002177790211692821 0.00024300717767137991 0.0012334195805084351 -0.0024192288641523849 0.002321634530629509 0.00041666935559036129 -0.0022156604948468835 -0.0015933589128270175 -0.00085113176682122705 -0.0020603892003484264
leaf_weight=0.74515645951033249 2.2765202783048144 0.82108082808554428 1.314694178290664 1.1174189932644347 2.7313881339505306 18.336128837428998 1.3263424485921849 1.4199090301990498 4.7364788167178622 3.3951024450361729 1.5421309880912293 2.529320213943719 0.48963387310504813 1.0213250266388048 1.865134408697483 0.89735231362283263 7.1885352320969114 6.6904220208525604 0.71737832017242986 0.82806082163005967 4.454541721381247 2.3913506399840117 2.2552805934101356 1.3093302557244895 0.62628684379160415 1.2068607509136198 1.4622406233102072 6.6197058977559218 1.2186401356011625 16.851941330358386
leaf_count=27 119 12 38 15 82 471 22 10 48 44 25 31 5 57 21 11 80 312 9 23 294 27 29 38 8 15 41 112 41 1054
internal_value=0 0.000262832 -0.000934052 0.000402462 0.000764746 0.0011139 0.00125321 0.00144558 -0.00119544 -0.000483555 -0.000457488 -0.00077994 -0.00135943 -8.76649e-05 0.0001413 0.000348341 0.000729588 -0.00140631 -0.000940039 -0.00166506 -0.000975433 -0.00133218 -0.00109228 -0.000108248 -0.00145233 -0.0018444 -0.00111449 -0.00128508 0.000225909 -0.00196581
internal_weight=0 42.115 58.2706 39.8385 28.03 21.9035 21.0824 19.756 44.5214 6.12649 11.8086 10.2664 39.7849 13.7493 12.4346 11.4133 9.05367 39.2952 14.0242 25.2711 7.67395 6.84589 13.3068 3.56461 9.74221 7.89728 2.35959 7.73712 1.84493 17.5971
internal_count=3121 943 2178 824 641 515 503 481 1930 126 183 158 1882 248 210 153 101 1877 452 1425 344 321 443 67 376 327 52 127 49 1081
is_linear=0
shrinkage=0.00211977


Tree=181
num_leaves=31
num_cat=0
split_feature=4 12 151 151 50 39 453 376 132 133 13 52 3 1 3 47 14 4 4 457 15 0 52 403 52 160 133 42 42 49
split_gain=5.90731 3.75479 3.03359 2.89994 2.22525 1.69871 1.68001 1.42714 1.60106 1.4509 2.07822 1.95548 1.38524 1.29796 1.23055 1.15528 1.57896 1.01349 0.954134 0.911977 1.15201 0.724682 0.532718 0.530537 0.98737 1.34375 1.61991 1.36966 1.12929 1.61686
threshold=0.27834500000000006 0.051320000000000005 -0.27559499999999998 -0.086769999999999986 0.11875500000000001 0.14059500000000003 1.0000000180025095e-35 0.088055000000000008 0.081465000000000024 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.010034999999999999 0.14121000000000003 0.088340000000000016 -0.016324999999999996 0.10954500000000002 -0.46885499999999997 0.0061450000000000003 0.033845000000000007 0.080930000000000016 0.013270000000000002 -0.10474999999999998 -0.0064899999999999992 -1.0000000180025095e-35 -1.0000000180025095e-35 -1.0000000180025095e-35 -1.0000000180025095e-35 0.12181500000000002 0.095185000000000006 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 13 6 12 15 8 9 -5 11 -11 19 -1 -10 16 -4 22 -19 23 21 -21 -12 -3 -25 -26 27 -27 29 -28
right_child=2 5 4 7 -6 -7 -8 -9 14 10 17 -13 -14 -15 -16 -17 -18 18 -20 20 -22 -23 -24 24 25 26 28 -29 -30 -31
leaf_value=-0.0014548912838296753 -0.0028643072964406411 -0.0025171712745630627 -0.00071493419586144726 -0.0029791015021065933 -0.0022075661200311302 0.0027020643397853987 -0.0025152419304172243 0.0014020581344815705 0.0024476607340896176 0.0020867331716038591 -0.0024401176398769239 -0.0011253304992441717 -2.9714032317977827e-05 0.002100160093383022 -0.0011199434873286418 -0.0005219673488912911 0.0026421590512220945 0.00061279774287980996 -0.0013837747286083747 0.0004996156091732622 0.0013534143660147164 -0.002400410028450387 -0.0013686364415023478 -0.0024228898119831917 -0.0025353564911398657 -0.0023561154244681635 -0.002066844023545547 0.0015670852289306808 -0.0021610932459395918 0.00059619080893875802
leaf_weight=0.87459210678934995 1.5867215208709229 13.0900203846395 1.0894326325505943 3.2465745974332156 1.2869990579783905 0.53095808066427608 0.66752068698406297 1.4591919407248486 1.3377305343747141 2.2545351395383477 7.0726391058415246 2.7791233984753587 2.4927752744406453 2.9477001894265413 1.2086217384785403 1.2860619826242325 5.9199967654421917 2.2456315867602816 5.2397662587463856 0.7595420330762862 1.1555082239210603 2.2196938749402757 5.3543938361108179 16.243242848664515 7.4814920239150551 7.943147929385308 2.0190683957189322 0.63083780370652665 2.2258028974756598 5.7943170797079837
leaf_count=10 15 696 34 56 14 14 7 29 23 76 114 39 20 68 22 19 251 23 47 8 12 74 56 639 307 282 26 7 56 77
internal_value=0 -0.0014829 0.000433097 -0.000823718 0.000943541 -0.00186227 0.00139601 -0.00107425 -0.0011918 -0.00136757 -0.00115784 0.000313327 -0.00190133 0.00128672 0.000754304 0.00171074 0.00212039 -0.00152974 -0.0007848 -0.00197966 -0.000818627 -0.00166106 -0.00197845 -0.00206627 -0.00192685 -0.00161809 -0.00124939 -0.00206746 -0.000550717 -9.19679e-05
internal_weight=0 98.6069 11.8367 36.0205 10.25 62.5864 8.96301 32.1982 30.739 28.1927 24.9461 5.03366 62.0554 3.82229 2.54635 8.29549 7.00943 19.9124 7.4854 59.5627 4.13474 2.97924 12.427 55.4279 42.3379 26.0947 18.6132 8.57399 10.0392 7.81339
internal_count=3121 2781 340 563 325 2218 311 485 456 411 355 115 2204 78 45 304 285 240 70 2184 94 82 170 2090 1394 755 448 289 159 103
is_linear=0
shrinkage=0.0025627


Tree=182
num_leaves=31
num_cat=0
split_feature=1 484 150 0 4 52 4 39 1 4 1374 9 2 403 15 12 133 150 15 151 47 1 16 44 49 151 1373 52 2 13
split_gain=3.14435 1.92406 1.8586 1.64783 1.6923 2.02094 1.62796 1.481 1.45545 1.41109 1.40147 1.33094 1.27265 1.17078 1.45873 1.54408 1.23068 1.17904 2.17175 1.07579 1.06183 1.21498 1.47335 1.31011 1.37064 1.05821 1.03692 0.938212 0.935241 0.895817
threshold=0.094385000000000011 -0.0068949999999999992 0.080470000000000014 0.024095000000000002 -0.49405499999999997 0.10347000000000002 0.51303500000000013 0.16946000000000003 0.077565000000000009 0.053925000000000008 0.093750000000000014 -1.0000000180025095e-35 0.13754500000000003 -1.0000000180025095e-35 -1.0000000180025095e-35 0.095330000000000012 -0.11008499999999999 0.087790000000000021 -0.08730499999999998 -0.085369999999999988 0.13148500000000005 0.13146500000000003 0.071345000000000006 0.087770000000000015 0.006170000000000001 -0.23213499999999995 -1.0000000180025095e-35 0.10160000000000001 0.11411 -0.010094999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 6 8 5 -5 7 11 13 19 26 -2 20 -3 17 16 -16 -15 -19 -10 21 22 23 24 28 -26 -4 29 -13 -18
right_child=2 3 10 4 -6 -7 -8 -9 9 -11 -12 12 -14 14 15 -17 27 18 -20 -21 -22 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=-0.0031459735548752376 0.0035344365921607867 -0.0031231441060349287 -0.0010538539033007339 -0.0031540570429397898 0.0018490432892738508 0.0013407232724871054 0.002662724893766432 0.0037949829194264622 0.0016868838635559589 0.002604675113700391 -0.0026211739630477072 -0.0011189507918190056 0.0011995008896696195 -0.0031717528882194935 -0.0031220166512510375 -0.0033695884565205577 0.002495611011229081 0.00417930873222906 -0.0031359000146132954 -0.0010992426893016106 -0.0028259591672703185 0.0019687362073752008 -0.0029652282418794066 -0.0040743350282021334 -0.00079324370908376188 0.0035079513978245732 0.0024266061380828277 -0.0015964209897918133 0.0021159540381691017 -0.00040709588257790302
leaf_weight=3.8400562242604783 0.71870418265462888 4.3528553177602616 0.93242677580565203 2.0053109899163251 3.8218641504645339 1.7721628621220586 1.7233128938823927 0.75553954765200515 1.5002854224294413 1.3293339973315585 0.6946241408586501 7.7003782182000631 2.8537786179222158 4.7093139719218033 0.89703705767169584 1.3748179087415335 2.7189566385932262 0.6516841622069478 0.92124838754534699 9.931580388452856 2.5796272456645957 1.4523959620855738 2.8168250229209653 0.89052594080567438 0.8594163088127974 1.4381580837070949 5.8930390896275631 1.2434536973014472 0.94350763130933035 1.5815239986404779
leaf_count=397 29 501 10 34 53 17 113 10 28 18 10 177 74 371 77 69 49 6 76 380 35 36 158 15 17 34 207 51 18 51
internal_value=0 -0.00107523 0.000193722 -0.000870345 0.000410287 -0.00104538 -0.000212223 -0.00042755 -0.00118215 -0.000385851 0.0015288 -0.000570913 -0.000707926 -0.00173289 -0.00130364 -0.000419226 0.000210525 -0.00240394 -0.000105124 -0.000733599 -0.000999315 -0.000706662 -0.000971921 -0.000497378 -0.000206249 0.00189907 0.00195114 0.000749747 -0.000765851 0.00142813
internal_weight=0 42.6515 32.2523 38.8114 7.59934 3.77747 24.7322 23.0089 31.2121 12.7612 7.52009 22.2533 21.5346 18.4509 14.098 7.81579 6.44097 6.28225 1.57293 11.4319 18.6808 16.1012 14.6488 11.832 10.9415 2.29757 6.82547 5.54393 8.64389 4.30048
internal_count=3121 2178 943 1781 104 51 716 603 1677 426 227 593 564 1251 750 297 228 453 82 408 490 455 419 261 246 51 217 151 195 100
is_linear=0
shrinkage=0.00306672


Tree=183
num_leaves=31
num_cat=0
split_feature=1 12 0 0 1 3 4 2 43 3 39 16 0 159 457 38 151 160 15 15 16 2 130 43 3 15 132 394 160 1373
split_gain=9.48428 3.27963 3.08285 4.03458 2.46049 2.39796 2.38869 2.81773 2.77132 2.46249 2.31248 2.35113 2.46545 2.04921 1.95497 1.87091 1.44534 2.29989 1.262 2.90447 1.7014 1.24422 1.10319 1.16439 2.23847 1.74441 1.55014 1.31671 1.26271 0.961271
threshold=0.10089500000000001 -0.064509999999999984 -0.060129999999999996 -0.10011499999999998 0.08592000000000001 0.31299000000000005 -0.49405499999999997 0.10912000000000001 -0.45785999999999999 -0.116045 0.15619500000000003 0.064860000000000015 -0.04917499999999999 0.092630000000000018 0.080930000000000016 0.10657000000000001 -0.00099499999999999979 -1.0000000180025095e-35 -1.0000000180025095e-35 0.079055000000000014 -0.50992999999999988 0.10467500000000002 -0.44390499999999994 -0.083134999999999987 -0.084074999999999997 -1.0000000180025095e-35 0.12361500000000002 -0.50204999999999989 0.090980000000000019 0.084905000000000022
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 15 3 4 18 10 8 13 -4 -9 11 12 14 -8 16 29 -3 -18 -1 -20 -21 -19 -5 24 26 28 -24 -25 -26 -2
right_child=1 5 6 22 -6 -7 7 9 -10 -11 -12 -13 -14 -15 -16 -17 17 21 19 20 -22 -23 23 27 25 -27 -28 -29 -30 -31
leaf_value=-0.0020562292629958249 0.0024634594648943672 -0.0018664936618261122 0.0015216278280441023 0.0016983890421852106 0.00028982735162998255 0.0024695283652968929 0.0020627613115004962 0.0020644738100297948 -0.0022273261745682387 -0.0024863918466757552 0.0027320329976422706 -0.0015059706452560633 0.0018742920903292866 -0.00086141820494094429 0.0017785327856961453 -0.00083957087761917014 -0.0018336088807547784 -0.00046811321669289327 0.0025058752637561088 0.00081450567197772789 -0.0025945150526671813 0.001431644133613454 -0.0022754372496973339 0.0018230421455692346 -0.0020248182323178523 0.0022823739079887925 0.0025977643037725529 -0.0022696117449006663 0.001953417358238215 -0.00050957514191735402
leaf_weight=5.8320364048704505 6.2503761285915953 3.7126442492008378 1.4211891219019888 0.48107942938804527 10.338076882995663 2.0510500939562908 5.3472967091947776 0.89548452198505524 4.6622643424198058 2.4638570807874194 1.4485455602407444 6.852677139453589 3.5206293985247674 1.7592980694025753 2.1952665746211997 1.3580874167382715 3.2207004381343838 3.6088422723114286 1.346279095858337 1.181327987462282 2.5636580279096965 4.0317289512604475 6.8858707193285227 0.4428505208343293 1.7567412964999682 1.4083725614473204 0.38047977630048979 22.288179165683687 0.58829774800688017 0.66460472531616677
leaf_count=145 224 48 9 6 120 60 55 7 91 97 25 160 68 22 33 18 50 36 11 18 64 48 354 8 74 26 9 1214 11 10
internal_value=0 0.000369314 -0.00107062 -0.00133613 -0.000532016 1.47912e-05 -0.000180343 0.000500413 -0.00135151 -0.00127329 -0.000161306 -0.000315718 8.6278e-05 0.00133886 -0.000289109 0.00168241 -0.000600558 -0.00016783 -0.00130983 -0.000454827 -0.00151916 0.000534339 -0.00183556 -0.00188593 -0.00125896 0.000214882 -0.00202027 -0.00218988 -0.0010268 0.00217772
internal_weight=0 38.9152 72.0426 55.4932 21.2614 30.6421 16.5494 10.4659 6.08345 3.35934 28.591 27.1425 20.2898 7.10659 16.7692 8.27307 14.5739 10.8613 10.9233 5.09127 3.74499 7.64057 34.2319 33.7508 11.0198 3.75341 7.26635 22.731 2.34504 6.91498
internal_count=3121 780 2341 2060 358 528 281 181 100 104 468 443 283 77 215 252 182 134 238 93 82 84 1702 1696 474 111 363 1222 85 234
is_linear=0
shrinkage=0.00235026


Tree=184
num_leaves=31
num_cat=0
split_feature=1 484 52 1446 1213 151 128 133 52 1456 475 1374 0 403 51 15 51 51 48 15 10 3 1373 1365 156 42 160 12 12 15
split_gain=2.87751 1.84681 1.74544 1.81145 1.54776 1.49685 1.58705 1.65137 1.43513 1.40865 1.38533 1.30374 1.70072 1.23228 1.26921 1.31012 1.31357 1.26619 1.30669 1.36602 1.35023 1.2998 1.17691 1.09614 1.10478 1.15315 1.02586 1.01289 1.8035 1.34174
threshold=0.094385000000000011 -0.0068949999999999992 -0.43320999999999993 0.091555000000000011 -1.0000000180025095e-35 -0.5225749999999999 0.086435000000000012 -0.25159999999999993 0.19022000000000003 -1.0000000180025095e-35 -0.086004999999999984 -0.094929999999999987 -0.23091999999999999 -0.081904999999999992 -0.096089999999999981 -0.11713499999999999 0.088210000000000011 0.078435000000000019 0.091545000000000015 -0.0063699999999999989 -0.012544999999999999 0.084940000000000015 0.086185000000000025 0.084635000000000016 0.11850000000000001 -0.39990999999999993 -0.079009999999999983 0.092465000000000006 0.097825000000000009 0.15614500000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -2 5 10 -4 7 -7 11 -9 -3 -6 -13 -14 -15 -16 17 18 19 20 -17 -22 23 24 25 -11 -21 29 -29 -27
right_child=2 4 3 -5 8 6 -8 9 -10 22 -12 12 13 14 15 16 -18 -19 -20 26 21 -23 -24 -25 -26 27 -28 28 -30 -31
leaf_value=-0.0035567785994307772 -0.0035438418447557795 0.0038337700823287946 -0.0033890204830211526 -0.0037387586363721208 -0.0041093963056157076 -0.0036972294152150306 -0.0021579579580555245 -0.0025042127470191835 -0.0030302405136566155 -0.002170182510319823 -0.0035368308028869162 0.0037710284975237254 -0.0028039596414988414 -0.0035863874397537875 -0.0036361460600727005 0.002614336320369599 -0.0037233247699589205 0.0030248640504375304 0.0024613979718068023 0.0025563350852357276 -0.0033018335245214069 0.003241741427722451 -0.0020783442995857379 -0.0027701392398083503 -0.0026464633748525283 0.00262564030331556 -0.00013948871062573304 -0.0032623862630868136 0.0017207519085366647 -0.0023372919176742318
leaf_weight=3.6000449997372916 1.4246997651644075 0.33450025320053089 1.1097956560552216 1.2292794040404249 1.1527731535024965 0.88529478106649406 2.1272892639972261 1.2225372344255649 2.9273503958247593 0.85517977178098448 3.8454980873502782 1.1644699405878807 2.5752517143264511 1.3323821090161931 1.2057825308293235 0.68554802611470211 1.0482085738331068 1.8293582629412402 2.3232960794121018 2.0038556526415254 3.693225856870435 0.40666671842336644 1.1684281481429923 0.70325962081551452 0.70311287371441622 14.382336556445772 11.362950359936743 1.1317212209105481 3.8860765076242387 0.68886966723948795
leaf_count=397 119 4 18 29 38 13 55 43 208 6 439 11 293 112 59 6 45 19 40 37 211 4 21 11 12 458 255 46 101 11
internal_value=0 -0.00117905 0.000213314 0.000391188 -0.000953146 0.000567078 0.000725269 0.000964607 -0.000705919 0.00113142 -0.00294701 -0.00048489 -0.000343881 -0.000512208 -0.000284261 -0.000105112 7.72044e-05 0.000255809 8.4112e-06 -0.000305545 -0.00189823 -0.00265278 0.0013204 0.00149808 0.00163674 0.00178053 0.00026465 0.00194871 0.000596848 0.0023988
internal_weight=0 41.4912 31.5179 30.0932 37.8911 28.8639 27.7541 25.6268 33.7111 24.7415 4.18 30.7838 29.631 28.4665 25.8913 24.5589 23.3531 22.3049 20.4755 18.1522 4.78544 4.09989 23.519 22.3506 21.6473 20.9442 13.3668 20.089 5.0178 15.0712
internal_count=3121 2178 943 824 1781 795 777 722 1338 709 443 1130 1092 1081 788 676 617 572 553 513 221 215 666 645 634 622 292 616 147 469
is_linear=0
shrinkage=0.00347387


Tree=185
num_leaves=31
num_cat=0
split_feature=12 4 1 13 3 39 48 4 2 457 15 13 0 47 14 48 11 0 2 49 484 403 475 52 160 133 42 49 42 42
split_gain=8.91862 4.01539 3.31062 3.37407 2.44999 2.16693 2.00425 1.8709 1.63128 1.54909 1.54199 1.5379 1.48032 1.47268 1.94378 1.47685 1.18842 1.12134 1.14236 1.04028 1.02923 1.43127 1.66703 1.27127 1.82136 3.31015 1.80449 2.10363 1.5657 1.49307
threshold=0.051320000000000005 0.36766000000000004 0.092390000000000014 -1.0000000180025095e-35 0.14121000000000003 0.14059500000000003 0.11951500000000001 -0.15464999999999998 0.12043500000000001 0.080930000000000016 -0.09551999999999998 -0.080759999999999985 0.062580000000000011 0.090100000000000013 0.019675000000000002 0.086665000000000006 0.087830000000000005 -0.13027499999999997 0.083215000000000011 -0.066894999999999982 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.086424999999999988 -1.0000000180025095e-35 -1.0000000180025095e-35 -1.0000000180025095e-35 0.095885000000000012 -1.0000000180025095e-35 0.12181500000000002 0.081660000000000024
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 12 13 5 9 7 -5 10 20 -9 -11 17 14 -4 -15 -3 18 -1 -12 -2 22 -22 -23 -25 28 27 -27 -26 -29
right_child=1 16 3 6 -6 -7 -8 8 -10 11 19 -13 -14 15 -16 -17 -18 -19 -20 -21 21 23 -24 24 25 26 -28 29 -30 -31
leaf_value=0.0015058360247615712 -0.0025737118685123551 0.0023908515488369492 0.0025153902528842515 -0.0019412509018737097 0.00081086744906292503 0.0027267940545681957 -0.0015072685451387304 -0.00057493699660725566 0.0028158255895216391 -0.002318616748301635 3.6467163344867941e-05 0.00089560999674562116 0.00072865709093123364 -0.0015739148121810132 -0.0020008086730795766 0.0016973328322750381 -8.5934246385629612e-05 -0.0019567877288175061 -0.00094759973239381132 0.0023095521316684273 0.002001988344740387 -0.0020143094479484463 -0.002559426086019057 -0.0022783211165775855 -0.002113267441034356 -0.0014233797716275102 -0.0017733849722802403 0.00062755078016077902 0.0021351486470951677 0.0032332934265720302
leaf_weight=1.4791586725041277 7.1966073652729383 2.0593748930841675 8.6542100487276912 1.7629092652350689 2.9653377849608651 0.7385416217148294 4.1607919745147219 5.1036311481147996 2.0905918255448332 1.3632129142060874 2.153040498495101 2.8962252223864189 3.5911189354956141 1.4920957162976258 0.63712102547288019 2.0265597924590111 2.9121861830353737 5.3368522347882399 5.8772780587896705 3.0013322588056326 0.52443206310272117 10.056960782967503 10.247698196209965 4.8694888865575221 6.8221711702644869 1.675824301317334 1.7851288961246607 3.1350546833127773 0.58660769648849953 2.4310563188046217
leaf_count=14 404 43 296 32 22 12 40 51 43 48 23 46 30 13 8 39 36 119 71 42 6 414 641 221 276 19 43 48 6 15
internal_value=0 -0.00121118 0.000225601 0.000703112 -0.00139785 -0.0015184 1.47242e-05 0.000463485 0.00080679 -0.00157691 0.000397347 -0.000133088 -0.00068583 0.00168503 0.00220571 0.000310151 0.000940027 -0.00108601 -0.000454287 0.00136006 -0.00170157 -0.00155261 -0.00233736 -0.00128307 -0.000937895 -0.000540764 0.000473761 0.00102768 -0.00177689 0.00176564
internal_weight=0 62.2659 47.3667 31.0823 57.2943 54.329 18.2723 14.1115 12.3486 53.5905 10.258 4.25944 16.2844 12.81 9.29133 3.51866 4.97156 12.6933 7.35644 5.15437 49.331 42.1344 10.7721 31.3623 21.3053 16.4358 9.02706 7.24194 7.40878 5.56611
internal_count=3121 2300 821 587 2221 2199 231 191 159 2187 116 94 234 356 304 52 79 204 85 65 2093 1689 647 1042 628 407 125 82 282 63
is_linear=0
shrinkage=0.00249537


Tree=186
num_leaves=31
num_cat=0
split_feature=1 52 47 0 15 1 50 0 3 48 160 1429 0 159 51 42 4 1 15 16 128 130 0 43 43 0 13 2 394 402
split_gain=12.3179 4.30396 3.96742 3.96398 3.66621 2.9804 2.94568 2.78711 2.73408 2.60275 3.40899 2.02498 1.92656 1.83812 1.77379 1.6333 2.55351 1.59162 1.44531 1.25043 1.1144 1.05976 1.05548 1.00633 0.996077 2.21364 0.976036 1.42575 0.919513 0.776238
threshold=0.094385000000000011 -0.43320999999999993 0.096300000000000011 -0.060129999999999996 0.035560000000000008 0.11146500000000002 0.11843500000000001 -0.10011499999999998 0.16158000000000003 0.12879500000000002 -0.51146999999999987 0.084690000000000015 -0.062294999999999996 -0.032739999999999991 -0.097539999999999974 0.093505000000000019 -0.51843499999999987 0.085110000000000005 0.14654000000000003 -0.091354999999999978 0.086435000000000012 -0.44390499999999994 -0.10151999999999999 -0.11720999999999999 -0.073959999999999984 -0.10096999999999999 -0.47860499999999995 0.080205000000000012 -0.50204999999999989 -0.50169499999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 7 6 -6 9 11 12 10 -3 17 24 -5 -15 16 -16 22 21 -19 -12 -9 26 -17 25 -4 -1 -28 -23 -30
right_child=1 2 8 13 5 -7 -8 18 -10 -11 20 -13 -14 14 15 23 -18 19 -20 -21 -22 28 -24 -25 -26 -27 27 -29 29 -31
leaf_value=0.00062909004744356981 -0.0021474236300582945 -0.0024673956353531965 0.001466708413428714 -0.0022287365277513451 -0.0019276004179566229 0.00076979807490550891 -0.0015135552686569792 0.0012402751742823987 0.0017982672546520287 -0.0012439843341920328 0.0017958682909379273 0.0015479420450743089 0.0006444319808145614 -0.0021467064621979132 -0.0013081920523750291 0.00042787764975140525 0.0012681226259455172 0.00062471963918169285 0.00047547510759861941 -0.0010771775377323037 -0.0005638663257904286 0.00082586870392446906 0.0006962149946217733 -0.0021550439013056713 -0.0018306804802845971 -0.0020648993083207407 0.00038851737289671297 -0.0021612964631071365 0.00034167672952356679 -0.0018724599120694485
leaf_weight=0.76020285487175243 2.8987787393853059 0.88017321564257756 1.4737641811370852 1.6038458757102478 3.3002537153661242 3.815234063193202 1.6251923516392697 0.50976618006825347 1.9492885582149018 1.539516158401965 21.708833968266852 1.6330230701714743 2.802909553050994 1.3511310899630178 2.0928581822663519 1.1126108579337599 8.0719791799783707 4.1070765107870102 1.3294449523091305 3.4162526857107869 0.90041790530085464 0.57513816468417545 0.93158736266196029 1.5727181779220689 5.8862172216176987 1.5981982685625533 1.088611451908944 7.3000364508479834 0.69894423522055049 32.025963007472456
leaf_count=7 119 10 15 38 82 44 24 6 25 10 458 16 31 57 21 13 80 36 10 37 13 9 20 39 81 31 17 177 21 1574
internal_value=0 0.000311234 0.000461342 -0.00103579 0.000844167 -0.00048129 0.00119801 -0.0013021 -0.000481584 0.00137407 0.00154566 -0.000666124 -0.000859447 -0.000119572 0.00011863 0.000356819 0.00073768 -0.000871513 -0.00165027 -0.000148091 0.00170189 -0.00173385 -0.00141142 -0.00108486 -0.00132999 -0.000370622 -0.00162604 -0.0018304 -0.00177938 -0.00182517
internal_weight=0 50.3788 47.48 70.1812 33.7696 7.11549 26.6541 54.376 13.7104 25.0289 23.4894 19.2368 11.7611 15.8051 14.2013 12.8502 10.1648 17.6038 35.1393 7.52333 22.6093 33.8098 10.0804 2.68533 8.95818 3.07196 9.14885 8.38865 33.3 32.7249
internal_count=3121 943 824 2178 641 126 515 1930 183 491 481 310 158 248 210 153 101 294 1620 73 471 1610 221 52 127 46 201 194 1604 1595
is_linear=0
shrinkage=0.00207845


Tree=187
num_leaves=31
num_cat=0
split_feature=1 159 1213 51 0 3 52 0 1456 151 475 133 4 1212 43 1447 4 52 454 48 147 13 12 4 16 4 52 16 1186 133
split_gain=2.88734 1.62533 1.6555 1.4386 1.50689 1.64299 1.39701 1.64168 1.44363 1.35011 1.29961 1.29428 1.28742 1.30794 1.27885 1.32378 1.27735 2.47934 1.16088 1.08861 1.06554 1.04142 1.03046 0.995555 0.960001 1.47852 0.941138 0.914688 0.838859 0.900358
threshold=0.10060500000000001 -0.032739999999999991 -1.0000000180025095e-35 -0.096089999999999981 -0.059114999999999994 0.090900000000000009 -0.43320999999999993 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.5145249999999999 -0.086004999999999984 -0.40071499999999999 0.40124500000000002 -0.50120999999999993 -0.40263499999999991 -1.0000000180025095e-35 -0.49405499999999997 0.10347000000000002 0.085470000000000004 -0.089099999999999999 1.0000000180025095e-35 -0.055129999999999992 -1.0000000180025095e-35 -0.16363499999999997 -0.42170999999999997 0.40473500000000007 0.10744000000000002 0.042200000000000008 0.085175000000000015 0.076280000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 10 -4 5 12 -2 8 -8 -10 -3 -11 13 -5 -13 -16 17 -6 23 -17 21 24 -23 -15 25 -21 -18 -24 29 -25
right_child=6 2 3 4 16 -7 7 -9 9 11 -12 14 -14 18 15 19 26 -19 -20 20 -22 22 27 28 -26 -27 -28 -29 -30 -31
leaf_value=-0.0025630643079895886 -0.00272513219915469 0.0029371069760118179 -0.002742610931225806 0.0049868924649040429 -0.0025968297702320411 0.000844472606007814 -0.0029847973690939138 0.0024419616202818019 -0.0027020766516900169 -0.0028725757723555988 -0.0026675928476731889 -0.0024015999737258603 0.0028841846228430282 0.0031217829576087948 -0.0022420186073976063 -0.0016168015102314935 0.0018610911123069734 0.0019068306157570352 0.0027595279671239863 -0.002087321126383589 0.0029279566345365719 0.0019182606707196113 0.000428439431869882 -0.0019590899776411614 0.002548652102602144 0.0023248503699465923 -0.00080754445459169197 -0.0016140997698467054 0.00089648862869285654 -0.00078470965096367519
leaf_weight=3.6317104515619567 1.0780615597032035 0.31945079565048207 1.9699147939681996 0.24867279827595368 2.1018515881150965 4.0547793656587592 0.9985531028360225 2.5027990043163255 1.0211006160825551 0.80873309029267559 4.0454068440012625 0.98168050497771275 0.59237853810191055 0.3610497983172597 1.0182721046731114 1.1610690690577161 4.5688820499926823 1.4983728080987928 0.52130689285695453 1.0001396518200838 1.9385987203568209 2.1312147970311344 5.1629717443137615 11.660006713587796 3.6669157734140776 1.1904485742561517 1.1925718202255664 2.2539461236447096 1.1158505356870581 7.7950559346936634
leaf_count=334 97 4 181 1 39 43 30 110 16 17 464 12 12 4 27 18 78 7 8 14 54 78 74 588 136 65 19 38 31 522
internal_value=0 -0.000846072 -0.000697766 -0.000517101 -0.000394335 -0.000721886 0.000258498 0.000382994 0.000162146 0.000302839 -0.0022574 0.000446797 -0.00100677 -0.00111298 0.000577714 0.000727519 0.000527581 -0.000722457 -0.00118368 0.000890921 0.00105879 0.000823585 0.000278814 -0.00128189 0.0017116 0.00031042 0.00130871 -0.000192273 -0.00135918 -0.00148855
internal_weight=0 45.6773 42.0456 37.6807 35.7108 26.3491 26.9145 25.8364 23.3336 22.3351 4.36486 21.314 22.2943 21.7019 20.5053 19.5236 9.36168 3.60022 21.4533 18.5053 17.3442 15.4056 9.54813 20.932 5.8575 2.19059 5.76145 7.41692 20.5709 19.4551
internal_count=3121 2335 2001 1533 1352 1209 786 689 579 549 468 533 1166 1154 516 504 143 46 1153 477 459 405 190 1145 215 79 97 112 1141 1110
is_linear=0
shrinkage=0.00267512


Tree=188
num_leaves=31
num_cat=0
split_feature=1 150 15 50 0 1 447 4 43 2 159 12 1 13 12 16 47 13 3 1374 2 1 16 403 151 49 151 9 3 151
split_gain=8.36973 3.39012 3.78172 3.13469 3.0805 2.53806 1.89516 1.6894 2.62078 2.33179 1.59861 1.98005 1.58377 2.09851 2.03514 1.56997 1.66975 2.14327 1.75751 1.56937 1.40417 1.87712 1.49342 1.3576 1.30127 1.21997 1.12067 1.09804 1.03766 1.1295
threshold=0.094385000000000011 0.080470000000000014 -0.24436499999999997 0.11843500000000001 -0.060129999999999996 0.077565000000000009 0.084700000000000011 -0.49405499999999997 -0.45785999999999999 0.12437500000000001 0.092630000000000018 0.092355000000000007 0.13146500000000003 -0.041739999999999992 0.092355000000000007 0.15891500000000003 0.096300000000000011 -0.084319999999999992 -0.0087149999999999988 0.087855000000000016 0.089885000000000007 0.080000000000000016 -0.088909999999999989 0.03138500000000001 -0.086654999999999982 -0.14715999999999999 0.13982000000000003 0.091600000000000015 0.11296500000000002 -0.27559499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 3 -2 5 26 20 8 -6 10 11 -9 14 -14 15 16 17 -4 -18 -3 21 -7 -22 24 -23 -16 28 -26 29 -1
right_child=1 19 12 -5 7 6 -8 9 -10 -11 -12 -13 13 -15 25 -17 18 -19 -20 -21 22 23 -24 -25 27 -27 -28 -29 -30 -31
leaf_value=0.00026625026855830189 0.0016259171433860226 0.0015005403073380923 -0.0008073966384983816 -0.0016605652397792797 0.0013893702184580388 0.0015907241125681852 0.0021393436783122672 0.0024120987374483395 -0.0019337661406816423 -0.0016604856853855625 -0.0008025624845924155 -0.00015321862235993938 0.0022796357179049719 -0.00039275123601040528 0.00060428940912450623 -0.0021394012838155093 0.00051961743435521271 0.0016241330493952804 -0.0021826315383784603 -0.0013145364780440647 0.0012871530170566038 0.0001583351618490425 -0.0010082865913134489 0.00035412780242290593 -0.0022070969850303741 -0.0019897350676798551 0.00066753421425531088 0.00056797913411902354 0.00019023822573162647 -0.0018154965557212275
leaf_weight=1.1588699687272406 7.4182707443833298 9.7514666169881785 2.5232741087675086 1.4808703605085609 1.3834818378090856 0.99982402194291964 1.0286069568246592 3.5913645857945067 3.7334612691774955 1.7896647965535519 1.6691263504326341 1.9883113978430627 1.8402749039232729 3.895435716956853 0.8831597641110428 1.6465272558853019 1.8253805581480262 3.9644939182326295 2.3310842514038086 0.92197347804904062 2.5384003259241581 1.4229999547824252 2.2960143089294425 1.6734886318445195 7.4241672791540605 6.0805273447185737 0.9257286936044683 0.66041472926735867 1.2597771771252144 25.547975108027458
leaf_count=38 208 215 35 20 9 18 12 35 73 62 20 49 31 38 6 51 25 65 26 12 24 23 33 46 309 211 16 8 9 1394
internal_value=0 0.000243764 -7.54728e-05 0.00107903 -0.000931655 -0.00118598 -0.000579118 -8.83538e-05 -0.00103528 0.00044773 0.000968229 0.00149795 -0.000486597 0.000464671 -0.00076997 -0.000265272 2.46316e-05 0.000678443 -0.000995894 0.00125737 -0.000743454 -0.0011167 0.000196977 -0.0013588 -0.0016603 -0.00166075 -0.00156499 -0.00198041 -0.00163888 -0.00172516
internal_weight=0 44.5627 33.8893 8.89914 61.0917 46.9363 18.0439 14.1554 5.11694 9.03847 7.2488 5.57968 24.9902 5.73571 19.2544 12.2908 10.6442 6.48777 4.15646 10.6734 17.0153 12.1809 4.83441 11.1811 9.50758 6.96369 28.8924 8.08458 27.9666 26.7068
internal_count=3121 943 716 228 2178 1930 473 248 82 166 104 84 488 69 419 202 151 100 51 227 461 404 57 386 340 217 1457 317 1441 1432
is_linear=0
shrinkage=0.00206239


Tree=189
num_leaves=31
num_cat=0
split_feature=12 43 50 4 43 158 1213 160 0 403 52 133 42 1 3 475 45 160 52 41 4 0 3 12 52 1 448 43 48 48
split_gain=2.75386 1.72366 1.6226 1.83154 1.56746 1.51 1.43317 1.37561 1.92626 1.44976 1.95016 1.43655 1.39649 1.46324 1.35891 1.23507 1.20937 1.10026 1.08495 1.07693 1.07408 1.08908 1.87599 1.09246 0.972525 0.872609 0.827054 0.795927 0.838816 0.908889
threshold=0.051320000000000005 -0.04890499999999999 0.10647500000000001 0.27834500000000006 -0.40263499999999991 0.084905000000000022 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.019414999999999998 -1.0000000180025095e-35 -0.43320999999999993 -0.25159999999999993 -0.11051499999999999 0.08844500000000001 0.31299000000000005 -0.086004999999999984 0.10041000000000001 0.083670000000000008 -0.087284999999999988 0.08178500000000001 -0.52556499999999995 -0.084804999999999978 -0.080734999999999987 0.084100000000000022 0.26521500000000003 1.0000000180025095e-35 -0.08020999999999999 -0.0092949999999999994 0.11951500000000001 -0.09386499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 5 -1 6 15 8 -8 17 -11 -12 -13 20 18 -2 -16 -9 -3 -5 -14 22 -22 -23 25 -6 -27 -20 29 -29
right_child=2 14 -4 19 24 -7 7 9 -10 10 11 12 13 -15 16 -17 -18 -19 27 -21 21 23 -24 -25 -26 26 -28 28 -30 -31
leaf_value=-0.0010850068158031734 0.0035367305055904294 -0.0022173583774313826 -0.003353310007315776 0.0032055088025253636 0.00016092145980688691 -0.0034061602815743889 -0.0029509876979730591 -0.0032737291838700559 0.0018935237034487084 -0.0027927947097776996 -0.0033409897750200416 -0.0037216000397685993 -0.004383836157326659 0.0028309253909080305 0.0033782013879173223 -0.0033213527365337199 -0.0030969765247907803 0.0024240261435124789 -0.0027791984727660772 -0.0005884297323033677 -0.0029850677771573108 0.0062849578292641026 0.0016734328571822873 0.0011263302132665822 -0.0019202155630316242 -0.0012709952171476959 0.00345043177882518 -0.002646189790365436 -0.0016910341641991819 0.00049977235404323798
leaf_weight=2.1175466757267714 0.29985675215721164 3.362912078388038 3.0977581376209846 1.6980349337682121 1.3818840524181704 2.8154445011168709 4.5969480290077627 2.3310609115287799 1.0623516403138733 2.0846159607172128 0.92785543110222946 0.67351044341922595 0.47056190669537201 3.5742329885251811 1.7022266201674932 3.4829214471392396 0.36900092568248499 0.42062322795391072 1.1895317290909684 1.4655411783605812 1.8651806493289829 0.47532062139355602 1.7726245089434089 4.6939614918082952 0.58319224882870901 0.42505664192140091 4.7396960211917758 1.0403157193213761 2.7132707946002474 13.430595460813484
leaf_count=32 4 108 261 54 17 218 423 311 14 214 82 24 3 53 97 395 9 7 29 21 89 6 23 98 10 5 228 18 35 233
internal_value=0 0.000176517 -0.00110478 -0.000904107 0.00136457 -0.00113997 -0.000917908 -0.000635921 -0.00204159 -0.000223517 0.000139082 0.000561952 0.000829697 0.00106821 -0.000284944 -0.00277772 0.00222461 -0.00240277 -0.000524074 0.00144795 0.000389121 0.00064414 -0.00071508 0.00160067 0.00209209 0.00244952 0.00306186 -0.000214154 -3.65956e-05 0.000273609
internal_weight=0 33.0552 37.8084 34.7106 9.24738 31.5471 28.7316 24.9488 5.6593 19.2895 16.5379 14.4532 13.5254 12.8519 23.8079 3.78278 2.07123 2.75168 21.7366 3.16358 9.27765 8.80709 3.63781 5.16928 7.12983 6.54664 5.16475 18.3737 17.1842 14.4709
internal_count=3121 821 2300 2039 292 1964 1746 1347 437 910 592 378 296 272 529 399 106 318 423 75 219 216 112 104 260 250 233 315 286 251
is_linear=0
shrinkage=0.0032425


Tree=190
num_leaves=31
num_cat=0
split_feature=1 123 3 3 47 457 9 13 11 15 133 12 50 52 151 48 52 132 1 0 16 2 2 48 43 160 130 43 0 3
split_gain=7.61723 2.91884 2.56171 2.83643 2.30744 2.02462 1.93259 1.83548 1.8051 1.864 1.80476 1.80038 1.74367 1.6008 1.3491 1.60531 1.43269 1.16368 1.40519 1.02063 1.43696 0.945459 1.63142 1.66024 1.85298 1.61671 1.22051 1.21036 0.941052 2.03486
threshold=0.104035 1.0000000180025095e-35 -0.11255999999999998 0.090900000000000009 0.085770000000000027 0.082380000000000009 -0.036024999999999995 -0.42195999999999995 0.081790000000000015 0.024640000000000006 -1.0000000180025095e-35 -0.040564999999999997 0.10965000000000001 -0.24164999999999998 -0.27559499999999998 -0.086869999999999989 0.13796000000000003 0.081240000000000021 0.077845000000000011 -0.033209999999999996 -0.065229999999999996 0.092875000000000013 0.088225000000000012 0.084170000000000009 0.016310000000000002 0.083670000000000008 0.15486500000000003 -0.17390999999999998 -0.18901999999999997 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 8 6 11 7 -4 -5 9 17 -3 -2 13 -13 -15 -16 -17 18 -1 20 28 22 27 24 26 -25 -24 -8 -6 -30
right_child=4 10 3 5 19 -7 21 -9 -10 -11 -12 12 -14 14 15 16 -18 -19 -20 -21 -22 -23 23 25 -26 -27 -28 -29 29 -31
leaf_value=-0.00053278623888741044 0.0018955228329873971 -0.0016169765582289039 0.00286246203571363 0.00066612456733304787 -0.0012481148957887683 0.0011682462956649445 0.00040066359087687065 -0.0015348960197558719 -0.0017417532627915519 -0.0012910256626257738 0.0011891529298956372 -0.0010157211228959343 -0.001865636267249582 -0.0013978502371603638 -0.0011315330684603796 0.0016367826122896977 -0.00032963356293498321 0.0022250250982446228 0.0015383538336791488 0.0011033654454786048 -0.0015832025484348853 -0.0019694213718979606 -0.0021133151086425704 -0.00081521224045065467 0.00068931367783518912 0.0022210028245270045 0.0016573972033549261 -0.0016781625465120478 -0.0006121275347996261 0.0021187400743321308
leaf_weight=3.2571864081546646 4.4098926652222863 1.2035759557038543 0.43316743150353332 2.3334487564861774 1.8487840257585046 3.0946064740419388 1.2166270781308401 4.650308355689047 2.2722307546064249 2.3801868865266442 4.2908557672053567 2.1008520973846343 1.2444915827363718 0.98140284419059653 1.2234185300767411 9.2341157933697122 1.8187392652034748 1.7273351214826105 2.2864292021840811 1.6708554420620192 3.8518100203946224 10.280041243880985 4.1880687261000258 1.4124186309054496 1.6824571155011652 1.4654139010235665 0.38434114307165135 20.541786745190628 2.8567923083901405 1.8394954130053509
leaf_count=41 198 21 3 16 20 30 26 81 75 77 74 53 21 9 14 192 20 19 29 19 83 542 233 48 40 12 3 1060 38 24
internal_value=0 -0.000841651 -0.000963978 -0.00115918 0.000340033 -0.000195281 -0.00139268 -0.00079948 -0.000117855 0.00026447 0.00057446 0.000745348 0.000439853 0.000626665 0.000886922 0.00106957 0.00131321 0.00077367 0.000321442 -0.000365722 -0.000601815 -0.00143745 -0.00126042 -0.000542084 -0.00112776 0.000730851 -0.00179636 -0.00156192 -2.42631e-05 0.00045753
internal_weight=0 69.1005 63.6061 51.6827 33.0806 10.0784 41.6043 6.98376 11.9234 9.65114 5.49443 21.0129 16.603 15.3585 13.2577 12.2763 11.0529 7.27095 5.54362 12.0677 10.3969 41.1712 30.8911 9.1327 6.25487 2.87783 4.57241 21.7584 6.54507 4.69629
internal_count=3121 2430 2335 2094 691 127 1967 97 241 166 95 507 309 288 235 226 212 89 70 184 165 1964 1422 336 276 60 236 1086 82 62
is_linear=0
shrinkage=0.00202509


Tree=191
num_leaves=31
num_cat=0
split_feature=12 1 43 43 457 484 3 44 13 43 43 4 129 403 147 15 0 12 4 52 448 1 4 0 133 52 1 3 0 16
split_gain=2.57267 1.57334 1.52269 1.42222 1.32442 1.28299 1.23222 1.10858 1.10355 1.28459 1.79369 1.46305 1.26154 1.59632 1.01684 1.00631 0.982353 0.983972 0.947718 0.880353 0.936017 0.907884 0.853261 1.5425 0.928303 0.838368 1.15092 1.33942 0.844699 1.26507
threshold=0.051320000000000005 0.13021500000000003 -0.04890499999999999 -0.40263499999999991 0.080930000000000016 -1.0000000180025095e-35 0.31299000000000005 0.097195000000000017 -0.094514999999999988 -0.083134999999999987 -0.084154999999999994 0.27834500000000006 0.08888500000000002 0.092070000000000013 0.089025000000000007 0.035560000000000008 -0.077999999999999986 0.10124000000000001 0.0061450000000000003 0.26521500000000003 -0.083114999999999981 1.0000000180025095e-35 -0.46376499999999993 -0.040504999999999992 -1.0000000180025095e-35 -0.0064899999999999992 0.11181500000000001 0.090900000000000009 -0.23811499999999999 -0.056919999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 3 -1 5 -2 14 -8 -7 10 16 12 -11 -14 15 22 18 -18 -10 20 -5 -22 -4 24 -24 26 27 -26 -27 -30
right_child=1 -3 6 19 -6 8 7 -9 9 11 -12 -13 13 -15 -16 -17 17 -19 -20 -21 21 -23 23 -25 25 28 -28 -29 29 -31
leaf_value=-0.0011008413973609594 -0.003596461200312681 0.0017491375814231937 -0.0037429926174152974 -0.0022366183262793804 0.00084469565501870325 -0.00015269782098010004 0.0036625989394736178 -0.0031022521100219779 -0.0036102221501229793 -0.0032488320682989044 0.0048326549908807876 0.002513397764494035 -0.0036179553323004306 0.0030866662269337635 0.0019301107637212558 -0.0035683929500477086 0.0013861938062567508 -0.003027725255102092 -6.8879485317290901e-05 -0.0019391567449167128 0.00040550198654511736 0.0037366497380834098 -0.0031253732788673505 0.0026038095737331507 -0.0028614081538674558 -0.001494739810640588 -0.003715445487659941 0.0010678922076925552 0.0026000468721608903 -0.00095952207839559208
leaf_weight=2.1193381184712052 3.4846280673518804 2.1501546446233979 0.9779723440297009 0.46240648254752148 3.082272281870245 7.3409334854222861 1.5994677627459157 0.37141319829970587 2.5812513609416783 9.8948500268161208 0.67949876887724325 0.69426318630576211 0.82358125690370865 0.95336437644436955 1.9145136708393682 1.4717063978314389 2.477883353363723 0.84196038963273157 1.4790988881140945 0.58302022982388724 1.3179676560685019 4.473493957426399 1.7802698244340813 1.9449439672753204 1.7268774760887113 2.0765151586383661 1.824631445109844 2.879291120916605 3.0901669161394314 2.0776058528572059
leaf_count=32 410 59 49 5 99 168 98 8 254 1031 24 16 87 18 51 37 63 39 32 10 16 229 59 40 27 37 25 31 34 33
internal_value=0 -0.00117803 0.000184547 0.00142387 -0.00136134 -0.00157892 -0.000283093 0.00238776 -0.00132573 -0.00174731 -0.000651561 -0.00246147 -0.00275739 -2.08012e-05 -0.000524952 -0.000761741 -0.0011565 0.00026676 -0.00232019 0.00220649 0.00259297 0.00297858 -0.000536988 -0.000356797 -0.000729367 -0.000417447 -0.00134444 -0.000405224 0.000405453 0.00116899
internal_weight=0 36.4837 32.6916 8.95623 34.3336 31.2513 23.7354 1.97088 27.7667 20.4258 8.05969 12.3661 11.6718 1.77695 21.7645 19.85 7.38019 3.31984 4.06035 6.83689 6.25387 5.79146 18.3783 17.4003 15.4554 13.6751 6.4308 4.60617 7.24429 5.16777
internal_count=3121 2300 821 292 2241 2142 529 106 1732 1564 412 1152 1136 105 423 372 388 102 286 260 250 245 335 286 246 187 83 58 104 67
is_linear=0
shrinkage=0.00352745


Tree=192
num_leaves=31
num_cat=0
split_feature=1 47 12 4 50 48 3 40 42 52 14 160 403 52 49 16 4 403 0 0 43 129 16 48 150 1374 0 16 1 52
split_gain=8.35315 3.19525 2.72895 2.64596 2.83823 2.36768 2.14145 1.9741 1.73614 1.59059 1.48186 2.00046 1.71918 2.48893 1.44948 1.36187 1.4568 1.88588 1.60733 2.25533 1.47707 2.32096 1.33824 1.3096 1.19677 1.18077 1.16637 1.25754 1.25006 1.09173
threshold=0.10060500000000001 0.087885000000000019 0.083370000000000014 -0.036839999999999991 0.11843500000000001 0.12879500000000002 0.10732000000000001 -1.0000000180025095e-35 -0.098769999999999983 0.19022000000000003 0.062655000000000016 -0.072114999999999985 0.03138500000000001 0.077655000000000016 -0.14917999999999998 -0.51370499999999997 -0.076229999999999978 -1.0000000180025095e-35 -0.084269999999999984 -0.083554999999999977 -0.17390999999999998 0.092550000000000007 -0.056919999999999991 0.086260000000000017 0.083095000000000016 0.093235000000000012 -0.033209999999999996 -0.065229999999999996 0.11588000000000001 -0.081934999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 9 7 5 8 14 -2 -5 10 11 -1 13 22 -4 -16 17 -17 -19 -20 -21 29 23 24 -13 -10 27 28 -3 -22
right_child=1 26 6 4 -6 -7 -8 -9 25 -11 -12 12 -14 -15 15 16 -18 18 19 20 21 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0010691225832253079 0.0020316082852931132 -0.00096700256018544329 0.00021494315128828693 -0.00061923369731857827 -0.0015653839822188803 -0.0010617523050794827 0.00047427153562731926 -0.0011158449132633397 0.001751259381636098 -0.002093656925844348 -0.002075498640796888 -0.00013914570785868567 -0.0022596893267298828 0.0012192061330826558 0.00033308724568578105 -0.0018357210093321568 -0.0018063644377424902 -0.0019664665768010913 0.0032260933536470363 0.0010693234843946169 0.00043474544849535126 0.0021532611910293907 -0.0012934718625333033 -0.00088764205353716961 0.002005438078019429 -0.0003191418060645698 0.0010626700451451241 -0.0015640244235054705 0.0006414856148294274 -0.0017932024655590299
leaf_weight=4.3036026107147398 0.88774991128593672 3.8600440984591833 2.307164726778864 1.4068520106375277 1.4638922456651915 1.5449460819363583 2.8018961399793616 4.1261232374236014 14.169583900831642 1.7988167945295561 1.4932831935584534 2.4573916625231611 1.627350790426134 3.5753010511398307 1.6850069798529137 6.618503391742709 18.244925796054307 2.2728042323142281 0.66706345044076343 1.8190200673416246 0.99780947994440694 0.79179410729557265 5.590612391009925 3.6808971762657166 1.5592988617718218 1.0873705446720112 1.54333853162825 4.0571958357468239 3.2735584694892168 4.2019601864740226
leaf_count=62 26 45 26 15 23 12 18 106 389 41 38 37 33 41 21 472 1062 111 16 24 21 18 120 32 20 15 19 91 45 122
internal_value=0 0.000281282 -0.000843648 0.000683124 0.000999587 0.0012058 -0.0011434 -0.000558561 0.00141603 -0.000356356 -0.000227686 -0.000106635 -0.000380283 -0.000198918 -0.00125784 -0.00134894 -0.00142852 -0.00103162 -0.000536582 -0.000153239 -0.000441851 -0.000900638 -0.000580476 -6.26401e-05 0.000693392 0.0016037 -0.000497735 -0.000712933 -0.000228879 -0.00136567
internal_weight=0 37.4207 68.4945 24.6865 19.6726 18.2088 42.4079 5.01387 16.6638 26.0866 24.2877 22.7945 18.4909 16.8635 39.6061 37.2989 35.6139 17.369 10.7505 8.47765 7.81058 5.99156 13.2882 7.69759 4.01669 15.257 12.7341 11.1908 7.1336 5.19977
internal_count=3121 786 2335 586 454 431 1911 132 419 424 383 345 283 250 1893 1867 1846 784 312 201 185 161 209 89 57 404 200 181 90 143
is_linear=0
shrinkage=0.00191472


Tree=193
num_leaves=31
num_cat=0
split_feature=1 159 1213 47 12 50 51 0 1 15 3 0 15 33 42 4 48 42 1374 3 475 4 52 43 43 47 4 150 160 151
split_gain=2.47563 1.50877 1.4925 1.33579 1.3699 1.38852 1.30387 1.31042 1.31574 1.27963 1.33167 1.77708 1.26078 1.2099 1.20635 1.16187 1.52332 1.25889 1.1426 1.13543 1.11921 1.0328 2.16597 0.95075 1.78814 0.926001 1.0146 1.53196 0.889857 0.881404
threshold=0.10060500000000001 -0.032739999999999991 -1.0000000180025095e-35 0.087885000000000019 -0.040564999999999997 0.11610000000000001 -0.096089999999999981 -0.059114999999999994 1.0000000180025095e-35 0.083935000000000023 -0.084074999999999997 -0.081784999999999983 0.090615000000000015 -0.0066799999999999993 -0.106335 -0.036839999999999991 0.12879500000000002 -0.098769999999999983 -0.094929999999999987 0.11296500000000002 -0.086004999999999984 -0.49405499999999997 0.10347000000000002 -0.082389999999999977 0.016310000000000002 0.09585500000000001 0.0061450000000000003 0.087170000000000011 -0.079279999999999975 -0.50641499999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 20 4 -2 15 -4 8 9 19 14 23 13 -10 -11 -6 17 -17 -15 29 -3 22 -9 -12 -25 26 27 -20 -19 -8
right_child=3 2 6 -5 5 -7 7 21 12 10 11 -13 -14 18 -16 16 -18 28 25 -21 -22 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=-0.0029182262920378417 0.0028375932902606799 0.0033331660614179179 -0.00314520415701001 -0.00061410883251555252 -0.00099062248957763888 -0.0033098503420295766 0.001034756289271748 -0.0028485193577084639 -0.0034746020626890794 0.0032137452643527494 0.0047256600032788898 -0.0031863359682900269 -0.0031512133262287436 -0.0021932176468834547 -0.0031889722770012973 -0.0014318122347069789 -0.001894530027624234 0.00026708935147404884 0.0010833469127513086 0.0022271563669320027 -0.0030437147894978034 0.0014137086167682977 0.002085807719621721 -0.0035727505020037133 0.0031353320419055474 -0.0021426593061457948 0.0025937102573639365 -0.0031026468237087975 0.0028088415441428656 -0.0031694530320070715
leaf_weight=3.2350743501447132 2.7303859042003742 0.28089575469493899 1.7287617400288571 9.2305636154487711 2.8977365330792937 0.86906994320452291 0.51596792088821342 1.9576771166175606 0.79237289540469369 0.32549207750707898 0.85498216282576356 0.79228796903043974 1.1664827205240715 1.3528691949322773 1.9072075071744619 1.0397098399698688 1.2696901224553574 1.7196345548145435 5.006418017670514 0.45630881190299977 3.5044431043788782 5.5740332240238804 1.4729812592267988 0.58622128888964686 1.0443489691242573 0.90561492135748345 2.953526315279305 0.98929970478638996 5.3512668348848917 5.4257501750253141
leaf_count=334 223 4 181 200 106 25 27 39 16 15 8 82 100 16 140 11 12 39 147 4 464 97 7 44 20 38 43 36 170 473
internal_value=0 -0.000899874 -0.000734962 0.00031576 0.00085635 0.000444886 -0.000540925 -0.000408818 -0.000770021 -0.0015104 -0.000424671 0.000822437 -0.000100386 0.000196173 -0.00225556 0.000710656 0.00123621 0.00172632 0.000455692 -0.00244552 -0.00257051 0.000597015 -0.000729926 0.00210026 0.000723648 0.000819333 0.00111907 0.000392654 0.00219069 -0.00280437
internal_weight=0 42.829 39.5939 25.1081 15.8775 13.1471 35.8086 34.0798 25.0752 11.9086 5.51054 3.27784 13.1666 12.0001 2.2327 12.278 9.3803 8.11061 11.2077 6.39803 3.78534 9.00469 3.43066 2.48555 1.63057 9.85486 8.94924 5.99572 7.0709 5.94172
internal_count=3121 2335 2001 786 586 363 1533 1352 1209 813 309 154 396 296 155 338 232 220 280 504 468 143 46 72 64 264 226 183 209 500
is_linear=0
shrinkage=0.00307385


Tree=194
num_leaves=31
num_cat=0
split_feature=1 12 0 0 1 147 3 4 3 484 15 38 2 11 43 3 160 4 3 15 15 16 48 0 132 151 150 42 394 13
split_gain=12.7456 3.78195 3.57106 3.6617 3.11894 2.8284 2.48893 2.37482 2.20939 1.88038 2.34267 1.83304 1.67898 1.84524 1.41526 2.3985 2.06276 1.89885 1.4029 1.35957 3.0423 1.82645 1.3029 1.38456 1.30275 1.2621 1.4553 1.19616 1.28339 1.18292
threshold=0.10089500000000001 -0.064509999999999984 0.062580000000000011 -0.10011499999999998 0.08592000000000001 0.089025000000000007 0.31299000000000005 -0.49405499999999997 -0.12018999999999998 -1.0000000180025095e-35 -0.24436499999999997 0.10657000000000001 0.14122000000000004 0.087830000000000005 -0.083134999999999987 -0.084074999999999997 0.092070000000000013 -0.025314999999999994 -0.10519499999999998 -1.0000000180025095e-35 0.079055000000000014 -0.50992999999999988 0.12879500000000002 -0.11991499999999998 0.12249 -0.086654999999999982 0.09487000000000001 0.15021500000000002 -0.50204999999999989 -0.084154999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 11 3 4 19 6 9 -4 -5 -3 -11 -2 13 18 15 24 17 -17 -12 -1 -21 -22 23 -20 -10 -6 -27 28 -16 -25
right_child=1 5 7 8 25 -7 -8 -9 14 10 12 -13 -14 -15 27 16 -18 -19 22 20 21 -23 -24 29 -26 26 -28 -29 -30 -31
leaf_value=-0.0015743619649783961 0.0016553054728087766 -0.0013936594653757186 -0.00084761993158017084 -1.7726956363855387e-06 0.0013808824303851107 0.001402433671015462 0.0018450185943909515 0.0009357660459703884 -0.001631026930023831 0.00095232302994426401 0.00087565308142946495 -0.0004801204441093462 0.0013711300690878081 -0.0020983112648446703 0.0012377971198304803 0.0009513116795520296 0.0021550637610381548 -0.0015904504627003767 0.00058295602585134074 0.0018308385873263993 0.00057738995240601341 -0.0019548456095583168 -0.0019480919198802548 0.00050636955932563692 0.0014532460568035524 -0.00055563390796579167 0.00092015363699302847 0.0010843951480411331 -0.0016837914000925958 -0.0011495960515026111
leaf_weight=6.832893343642354 7.7811341490596515 3.9695173278451028 4.095659427344799 3.8783393539488307 2.3130236044526091 4.1755905766040078 1.8288238365203131 5.2929972745478135 8.1389661375433171 5.2424416858702925 2.5188140040263614 1.4793688058853147 1.5588648356497277 2.055466682650148 0.47229762561619892 1.5349361458793285 1.1304561365395782 2.2283254871144882 3.4802116826176706 1.4071850813925282 1.2798185311257833 2.8251915536820893 1.7975792456418282 1.7427772227674774 0.44672846049070436 6.2763203177601081 3.0803795903921127 0.50730392895638843 29.872533075511456 5.686274552717788
leaf_count=145 234 68 39 60 21 62 52 55 345 81 36 18 19 51 8 38 15 76 33 11 18 64 20 18 11 75 24 9 1327 88
internal_value=0 0.000317728 -0.000862445 -0.000995067 -0.00043406 4.67778e-05 -0.000142664 0.000157791 -0.00127452 -0.000272249 -8.74067e-05 0.00131417 -0.000376723 -0.000534391 -0.00138587 -0.000910522 7.20038e-05 -0.000553732 -0.000323261 -0.00105021 -0.000400481 -0.00116537 -0.000560916 -0.000332343 -0.00147055 0.000217751 -6.97804e-05 -0.00159355 -0.00163832 -0.000761124
internal_weight=0 43.3169 81.6134 72.2247 24.0148 34.0564 29.8808 9.38866 48.2099 28.0519 24.0824 9.2605 18.84 17.2811 44.3315 13.4794 4.89372 3.76326 15.2257 12.3451 5.5122 4.10501 12.7068 10.9093 8.58569 11.6697 9.3567 30.8521 30.3448 7.42905
internal_count=3121 780 2341 2247 358 528 466 94 1889 414 346 252 265 246 1829 485 129 114 195 238 93 82 159 139 356 120 99 1344 1335 106
is_linear=0
shrinkage=0.0017585


Tree=195
num_leaves=31
num_cat=0
split_feature=123 1 133 484 42 403 42 3 0 151 16 2 48 42 4 483 160 12 4 133 43 0 42 43 133 13 1186 52 43 0
split_gain=2.43213 1.95593 1.50156 1.39743 1.45103 1.26645 1.27249 1.22567 1.16446 1.15781 1.24654 1.22588 1.05468 1.03132 0.985898 0.97558 0.960248 1.67448 0.987219 0.9451 1.05579 0.877624 0.850397 1.28616 1.15043 1.11982 0.87439 0.825033 0.78828 0.83892
threshold=1.0000000180025095e-35 0.104035 -1.0000000180025095e-35 -0.0068949999999999992 -1.0000000180025095e-35 0.03138500000000001 -0.091214999999999977 -0.10023499999999998 -0.10096999999999999 -0.50825999999999982 -0.53943499999999989 0.14753000000000002 0.086260000000000017 -0.14899999999999999 0.51303500000000013 0.089025000000000007 0.032695000000000009 0.088245000000000004 -0.025314999999999994 0.0068000000000000014 -0.27207999999999993 -0.22491999999999998 0.086325000000000013 -0.053764999999999993 -0.16271999999999995 -0.47860499999999995 0.090275000000000008 0.26521500000000003 -0.40263499999999991 -0.036484999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 -1 5 -5 -7 19 12 -3 -11 14 21 -4 15 28 18 -18 22 20 -6 -9 23 -10 -25 -26 -24 -15 -12 -30
right_child=2 9 13 4 7 6 -8 8 16 10 11 -13 -14 27 -16 -17 17 -19 -20 -21 -22 -23 26 24 25 -27 -28 -29 29 -31
leaf_value=-0.0028533806326351235 -0.0017631873465394825 -0.0033585733834289762 -0.0030629794592290458 -0.0030538317125733414 0.0040531580394605445 0.0018983473413493829 -0.0022931044961398838 0.0023643250413510637 0.0043129559262116649 0.0034231031106213084 -0.0035760685240537756 0.0024908321454726111 -0.0014857552171530703 0.0027682644214058858 0.0031694324076024724 -0.0027624092385476139 -0.0031372160766654552 0.0023094577213916847 -0.0032094402084690008 -0.0015200487290091904 0.00053696436445834416 -0.00016301272171149626 -0.0027768848242752118 0.0037374958403924748 0.00067499238595828033 -0.0033770381446553499 0.0022149331724531747 -0.0014207434032805653 -0.00029468331961429392 0.0017427817394509311
leaf_weight=3.6225088769569984 1.2266044002026317 0.85056327283382671 0.35612532310187806 4.6251600761897853 0.97672383859753598 1.2438165531493726 1.5430816952139137 2.0608651051297784 0.52243750914931331 1.1549012870527828 0.58816949557513254 1.8505317107774306 3.0648337486200035 4.6290129749104372 0.80182124953717071 1.4300033100880689 0.84609884116798584 1.4675434376113115 3.5297667616978314 1.6423838697373865 4.8129982664249829 3.5685849874280411 3.2882643882185225 0.4340562163852163 1.117552878335119 1.5450074872933308 0.37132175266742695 0.49482779018580902 10.627140471246095 2.3455962841398934
leaf_count=424 30 14 6 567 7 47 93 29 9 41 7 77 40 222 51 31 43 29 285 34 121 64 425 8 10 96 4 7 224 76
internal_value=0 -0.000637296 0.00132076 -0.00102634 -0.000845811 -0.00206443 -0.000422424 -0.000536991 -0.000905416 0.000160315 0.000319534 0.00011638 -3.02224e-05 0.00201105 -0.00016185 -0.000340031 -0.00148529 0.000317609 -0.00187122 0.000544492 0.00113014 0.000762211 -0.00122226 -0.000162384 -0.000917429 -0.00167628 -0.00227039 0.00236372 -8.45897e-05 7.37101e-05
internal_weight=0 59.9317 6.70657 40.283 36.6605 7.41206 2.7869 29.2484 21.8163 19.6487 18.7982 17.6433 8.69428 5.47997 15.7927 14.9909 13.122 2.31364 10.8084 7.43211 5.78972 5.62945 7.27864 3.61905 3.09662 2.66256 3.65959 5.12384 13.5609 12.9727
internal_count=3121 2856 265 2335 1911 707 140 1204 1042 521 507 466 133 235 389 338 909 72 837 162 128 93 552 123 114 106 429 229 307 300
is_linear=0
shrinkage=0.00308353


Tree=196
num_leaves=31
num_cat=0
split_feature=1 150 15 0 50 1 447 4 43 2 3 39 2 1 16 402 1212 1374 159 12 4 47 3 151 42 151 3 1 44 16
split_gain=8.28189 3.41387 3.29116 3.14291 2.41543 2.21947 1.82637 1.73145 2.32591 1.86692 1.61582 1.41312 1.40992 1.60615 1.51329 1.39273 1.36031 1.30114 1.20796 1.81637 1.20509 2.36528 1.70999 1.20339 1.1367 1.11324 1.04173 1.03203 1.00814 0.942724
threshold=0.094385000000000011 0.080470000000000014 -0.24436499999999997 -0.060129999999999996 0.11843500000000001 0.077565000000000009 0.084700000000000011 -0.49405499999999997 -0.45785999999999999 0.12437500000000001 0.16158000000000003 0.085220000000000004 0.089885000000000007 0.080000000000000016 -0.088909999999999989 -0.47520499999999993 -0.46900499999999995 0.087110000000000007 0.092630000000000018 0.092355000000000007 -0.029144999999999997 0.096300000000000011 -0.074084999999999998 -0.086654999999999982 -1.0000000180025095e-35 0.13982000000000003 -0.077774999999999983 0.13210500000000003 0.13740500000000003 -0.51370499999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 4 5 -2 25 12 8 -5 18 11 20 13 -7 -14 -15 -17 -3 19 -9 28 26 -23 -18 -13 29 -22 -12 -4 -1
right_child=1 17 10 7 -6 6 -8 9 -10 -11 27 24 14 15 -16 16 23 -19 -20 -21 21 22 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.00012302402012423131 0.0016287144675791022 0.0015898380704178258 -0.0019485007280540866 0.0013273527201629507 -0.0015565460318157562 0.0015171426660567594 0.0022119577328067962 0.0024603961110588207 -0.0019748122171509407 -0.0016069722258892367 -0.00017710283746121436 -0.00084779698122398092 0.0013527805555329008 0.0028268483416655447 -0.0010982449801543888 0.0025100788374303917 0.00013102934118542262 -0.0010250475519883045 -0.00066055555557023343 -0.0001514809448755505 -0.0006576654920080376 -0.00017917882474615448 -0.0023998851457638927 -0.0020196189059732807 0.00159405049752706 0.00079144959177178224 0.0013482792129535983 0.0023610219791732516 0.00093854348696162729 -0.0017973144822377987
leaf_weight=1.6296093538403535 6.7927173906937188 9.4467443069443071 5.5555188637226864 1.3444337099790571 1.285214018076658 0.91030441783369198 0.96954218205064435 3.3468848699703795 3.4610607428476206 1.4797712350264189 1.5211852509528392 1.4917256329208615 2.4287841618061066 0.33738240972161193 2.1608997704461208 0.35747876577079019 1.371705263853072 0.95078059285879213 1.4837925024330614 1.8919332716614006 1.8763254750519989 2.9603487849235535 3.3613819852471352 8.4991367105394602 2.0612123031169167 0.84661767352372308 3.1453844010829997 1.3933952134102581 0.60928993672132481 24.161781148053709
leaf_count=22 208 213 200 9 20 18 12 35 73 62 19 13 24 6 33 8 23 14 20 49 36 48 55 349 53 16 34 25 5 1419
internal_value=0 0.000289861 -5.42608e-05 -0.000954698 0.00112193 -0.00122851 -0.000627886 -3.53951e-05 -0.00105097 0.000559593 -0.000450545 -0.000656306 -0.000799267 -0.00119843 0.000198797 -0.00143239 -0.00157289 0.00135073 0.00103649 0.00151715 -0.000904921 -0.00049284 -0.00135997 -0.00172075 0.000568824 -0.00161261 0.000598773 0.00103632 -0.00166316 -0.00169153
internal_weight=0 42.4512 32.0537 56.6811 8.07793 43.6732 17.0352 13.0079 4.80549 8.20238 23.9758 21.0612 16.0657 11.476 4.58968 10.5657 10.2283 10.3975 6.72261 5.23882 17.5082 11.3434 6.32173 9.87084 3.55294 26.638 5.02171 2.91458 6.16481 25.7914
internal_count=3121 943 716 2178 228 1930 473 248 82 166 488 444 461 404 57 386 380 227 104 84 378 173 103 372 66 1457 70 44 205 1441
is_linear=0
shrinkage=0.00213063


Tree=197
num_leaves=31
num_cat=0
split_feature=1 12 150 0 4 150 0 150 47 47 14 49 4 42 43 51 49 48 15 147 15 1446 14 47 159 12 403 1 129 151
split_gain=10.5397 4.41317 3.35981 3.29898 2.59103 2.59438 2.51917 2.19397 1.98875 2.04468 1.83478 2.13232 1.81858 2.16871 2.10072 1.44738 1.44461 1.62094 1.34575 1.31512 1.40206 1.2877 1.21428 1.72951 0.969336 1.58641 0.917882 1.49924 2.08784 0.902004
threshold=0.094385000000000011 -1.0000000180025095e-35 0.081835000000000019 -0.060129999999999996 0.23246000000000003 -1.0000000180025095e-35 -0.10011499999999998 -0.088794999999999985 0.090100000000000013 0.11069000000000002 0.062655000000000016 0.082865000000000008 -0.49405499999999997 0.092620000000000022 -0.45785999999999999 0.081440000000000026 -0.083094999999999988 0.086260000000000017 0.14654000000000003 0.088520000000000015 -0.074054999999999996 0.088645000000000015 -0.46885499999999997 0.10843500000000002 0.092630000000000018 0.092355000000000007 0.03138500000000001 0.087325000000000014 0.092550000000000007 -0.029339999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 8 4 6 7 -6 10 -3 21 -10 11 16 14 24 -5 -9 -1 29 26 20 -4 -2 -7 -24 25 -14 -8 28 -28 -18
right_child=1 2 19 12 5 22 18 15 9 -11 -12 -13 13 -15 -16 -17 17 -19 -20 -21 -22 -23 23 -25 -26 -27 27 -29 -30 -31
leaf_value=-0.0011932378369302081 0.0017092325779353582 0.0015549524939824293 0.0012022608443450491 0.00092679993724941487 -0.0014379861785765193 -0.00074494892836024669 -0.0015827288290210216 -0.0014813332260442123 -0.0013585424001016867 0.0010667882203931262 -0.0018660475554691848 -0.0018274973278258068 0.0016811766628715686 -0.001560788298667723 -0.001627727674790773 -0.00029724072767602864 0.0016693271848329783 -0.00090492017778734705 0.00041459318349095447 0.0019360001487373167 -0.0005758208291323871 -0.00089258847885943435 0.001421153964794564 -0.00036629863918700333 -0.00046535406235272348 -0.00019603720179442327 -0.0018054133701272893 0.00084006872961854529 0.0010386880255554526 0.00030500877257589036
leaf_weight=2.6567179076373568 8.3485051430761779 1.0336776413023461 2.9899642281234264 1.3210503607988355 2.3740721307694903 1.683180060237645 25.251181447878484 9.2050810791552085 1.7590855918824662 2.6470399294048548 2.7591555593535295 2.4175941543653598 3.9591845013201219 1.5369274569675324 3.7767206076532593 4.7620947072282425 1.9846874326467503 2.7402263768017292 1.2453433796763409 2.4626054018735886 2.4554952085018149 0.62135919183492738 5.5073204096406689 2.3471333310008049 1.6784882824867962 2.0917657054960728 4.1422612499445668 1.2853196216747163 0.96812252048403014 5.7174887824803617
leaf_count=37 258 13 49 9 26 17 1376 256 18 38 77 81 43 64 73 77 19 30 10 50 28 8 85 20 19 40 182 31 21 66
internal_value=0 0.0002065 -0.000120513 -0.000867654 -0.000414109 0.000193023 -0.00107493 -0.000896213 0.00105779 9.8508e-05 -0.000555906 -0.000322939 -0.000129281 0.000330886 -0.00096574 -0.00107762 -4.52554e-05 0.00024681 -0.00136332 0.000878647 0.000400479 0.001529 0.000599008 0.000887012 0.000707029 0.00103224 -0.00143328 -0.000843247 -0.00126662 0.000656565
internal_weight=0 48.1966 34.8206 65.5322 26.9126 11.9117 51.1681 15.0009 13.376 4.40613 18.2759 15.5167 14.3641 9.26637 5.09777 13.9672 13.0991 10.4424 32.8922 7.90806 5.44546 8.96986 9.53763 7.85445 7.72944 6.05095 31.6469 6.3957 5.11038 7.70218
internal_count=3121 943 621 2178 494 148 1930 346 322 56 310 233 248 166 82 333 152 115 1620 127 77 266 122 105 102 83 1610 234 203 85
is_linear=0
shrinkage=0.00174363


Tree=198
num_leaves=31
num_cat=0
split_feature=12 4 1 13 3 3 15 457 0 2 11 124 474 0 1 133 448 1186 43 12 4 52 1 48 0 1212 133 0 1 4
split_gain=9.27881 4.18153 3.34586 2.65232 2.42196 2.12703 2.1143 1.50169 1.46797 1.69663 1.4348 1.35101 1.30211 1.23807 1.20427 1.13529 1.47111 1.02748 1.83884 0.938358 0.904157 0.895238 0.825492 1.00779 0.729575 0.69538 0.759147 1.05189 1.10756 1.09997
threshold=0.051320000000000005 0.36766000000000004 0.094385000000000011 -1.0000000180025095e-35 0.14121000000000003 0.083060000000000009 0.15614500000000003 0.093100000000000002 -0.060129999999999996 0.10327000000000001 0.087830000000000005 -0.087894999999999987 0.084660000000000027 0.13134000000000004 0.080585000000000004 -0.086649999999999991 -0.074939999999999993 0.085175000000000015 0.0010100000000000003 -0.040564999999999997 0.08184000000000001 -0.087284999999999988 0.10439500000000002 0.11951500000000001 0.062580000000000011 -0.50120999999999993 -0.0061299999999999992 -0.10096999999999999 0.083135000000000014 -0.082109999999999975
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 12 11 6 19 8 22 17 14 -3 -4 13 -1 24 -13 -17 25 -19 -5 -16 -14 -7 -24 -10 -2 -27 28 -28 -29
right_child=1 10 3 5 -6 7 -8 -9 9 -11 -12 15 21 -15 20 16 -18 18 -20 -21 -22 -23 23 -25 -26 26 27 29 -30 -31
leaf_value=-0.00097300973213152505 0.00059980558270813491 0.0019553782215099664 -0.00012723940335514436 -1.7452784846441864e-05 0.0006945781260801351 -0.0018905856821164403 0.00050227170880823443 0.00084347198712196169 0.0013451626792123064 -0.0017678093343090058 -0.00012808070829867577 -0.00026239235823338801 -0.00043715266068179167 0.00042062476463510721 -0.0019039347032171999 -0.00097396452857662422 0.0020216669355497163 -0.0020216980117091598 0.0020996652596853129 0.0020236294895767471 0.00037859839039285618 0.0017434436562822899 0.00015213963448204142 -0.0013914392703320473 -0.00024465448576879847 -0.0019549292234649291 -0.0014972055797283766 -0.00062431766592962361 0.00029186085401937926 -0.0017703597316025329
leaf_weight=11.054199643433096 0.59201534185558458 2.2256566081196061 2.0441118758171823 1.2501477971673014 2.821366310119628 1.7466133469715694 2.7538042282685629 3.3297767359763375 2.2236644905060512 3.2728396765887737 2.8687873966991901 1.1132137728855021 1.2930652545765045 3.0934334918856612 1.7938061654567721 0.66780447401106258 8.9829297401010955 0.80483763851225265 0.83776969648897648 2.6955567151308086 1.0392772201448677 1.5937808286398638 4.5291846860200167 2.4830556064844131 2.1553774140775204 11.000206414610139 2.5230806106701449 3.9521685354411558 2.7335558012127876 16.159929761663101
leaf_count=186 21 43 36 20 22 37 29 36 22 154 36 28 29 25 43 8 276 34 7 46 10 17 48 29 26 607 75 191 34 946
internal_value=0 -0.000905149 0.000259174 0.000663307 -0.0010624 0.000135552 -0.00115802 -0.000269634 -0.00125116 -0.000605029 0.000782139 0.001324 -0.000425095 -0.000668286 -7.73632e-05 0.0015996 0.00181438 -0.00142665 8.02975e-05 0.00137694 -0.00106662 0.000766719 -0.000692793 -0.000394446 0.00056265 -0.00149362 -0.0015277 -0.00134244 -0.000566855 -0.00154515
internal_weight=0 59.7581 45.8769 28.8424 54.6637 16.0343 51.8423 12.0886 49.0885 10.485 5.09444 12.8081 17.0345 14.1476 7.21213 10.7639 9.65073 38.6036 1.64261 3.9457 2.83308 2.88685 8.75885 7.01224 4.37904 36.961 36.3689 25.3687 5.25664 20.1121
internal_count=3121 2300 821 564 2221 216 2199 150 2170 255 79 348 257 211 101 312 284 1915 41 66 53 46 114 77 48 1874 1853 1246 109 1137
is_linear=0
shrinkage=0.00194724


Tree=199
num_leaves=31
num_cat=0
split_feature=12 1 43 3 43 16 52 52 457 52 457 1375 13 403 403 448 3 15 11 0 0 0 403 43 16 0 2 0 1 151
split_gain=5.47035 2.903 2.42828 2.42557 2.24682 1.91383 1.57482 1.55807 1.41425 1.31841 1.29309 1.40241 1.2195 1.07023 2.7826 1.04796 1.02615 1.02522 1.01513 1.02564 1.03899 0.990767 0.986884 1.33967 0.91893 1.82924 0.875789 0.866895 0.827253 0.806497
threshold=0.051320000000000005 0.13021500000000003 -0.04890499999999999 0.20828500000000003 -0.40263499999999991 -0.25582999999999995 -0.087284999999999988 1.0000000180025095e-35 0.080930000000000016 0.26521500000000003 0.082380000000000009 -0.43169999999999992 -0.091904999999999987 0.03138500000000001 0.095105000000000009 -0.08020999999999999 -0.016324999999999996 -0.11713499999999999 1.0000000180025095e-35 -0.084269999999999984 -0.11437499999999999 -0.087634999999999977 0.092070000000000013 -0.084794999999999995 0.013515000000000001 -0.10474999999999998 0.10855000000000002 -0.053834999999999994 1.0000000180025095e-35 -0.27559499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 5 4 6 -1 7 26 17 12 15 16 -12 18 29 22 -6 -8 -2 19 20 -7 -9 23 -15 25 -10 -4 -3 -17 -14
right_child=1 27 3 -5 9 8 10 21 24 -11 11 -13 13 14 -16 28 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.00087996402939996207 -0.0007553606349984019 0.0027229965011516186 -0.0023382629293865714 0.0014037879332962015 -0.00089382290536236424 0.00079368909915155121 0.0012838523938406843 -0.0023301655898432306 0.0019094250000496311 -0.0013139712063198379 -0.00096613545387509334 0.0015239970701786661 0.00012469183983010294 0.0021509050787305614 -0.0022519473052039869 0.00053642048952620258 -0.00066525806842716688 0.0011108900334638248 -0.0023111949809682224 0.00067999025206799701 -0.0022700334099907946 0.00072672883020982152 0.0032243453065906313 -0.0022419351081387311 0.0020930292489545221 -0.0022551998869925391 -0.00023840042018226671 0.00021480684598863969 0.0023551823709014215 -0.0018586287216750649
leaf_weight=2.317303122021257 2.1490343473851681 1.1856500525027516 2.8022201899439123 4.1709331208840004 0.65038724616169652 0.80872834473848332 1.4392213318497002 1.9524470791220667 0.84999661147594507 0.71883560717105943 1.5474703758955 3.6861105598509303 1.034689980559057 0.71695531997829687 2.3147323494777083 1.4906915649771679 13.619204645976422 4.1731350747868401 1.2707917215302584 3.1755383312702135 1.5669691348448398 0.6920462967827915 0.7649854291230439 0.62725334614515227 0.8760758414864539 1.2641547480598083 1.4536776626482604 1.5095018353313197 6.292091934941709 21.918885217513893
leaf_count=32 28 25 83 125 6 6 33 67 8 10 11 58 32 12 144 16 196 57 42 39 99 13 6 40 10 71 23 34 228 1567
internal_value=0 -0.000896362 0.00019707 -0.000143939 0.00105095 -0.00102567 -0.000406913 -0.000115316 -0.00124517 0.00153986 -0.000152276 0.000787712 -0.00137175 -0.00157868 -0.000590027 0.00178312 -0.00047897 0.000476513 -0.000541321 -0.00013616 -0.00122709 -0.0015302 0.00123385 0.000101057 0.000202572 -0.000580808 -0.00162102 0.00131821 0.00200682 -0.00176923
internal_weight=0 48.8516 40.1881 28.7188 11.4693 46.1564 24.5479 8.96666 37.1898 9.15201 20.292 5.23358 34.1995 27.3775 4.42393 8.43317 15.0584 6.32217 6.82203 5.55124 2.3757 2.64449 2.10919 1.34421 2.99023 2.11415 4.2559 2.69515 7.78278 22.9536
internal_count=3121 2300 821 529 292 2241 404 165 2076 260 298 69 1987 1801 202 250 229 85 186 144 105 80 58 52 89 79 106 59 244 1599
is_linear=0
shrinkage=0.00219523


Tree=200
num_leaves=31
num_cat=0
split_feature=1 52 0 47 15 1 160 48 50 0 3 14 1 16 0 48 4 16 2 159 12 15 15 128 16 16 3 403 1 129
split_gain=9.80605 3.61234 3.3092 2.89583 3.14921 2.81104 2.61955 2.45712 2.78181 2.45696 2.1408 1.6495 2.12953 1.70391 1.58316 1.49938 1.4876 2.17908 2.17476 1.23461 2.02092 1.19049 1.14636 0.951605 0.877398 1.62829 0.834763 0.801805 1.39158 1.88783
threshold=0.094385000000000011 -0.43320999999999993 -0.060129999999999996 0.096300000000000011 0.035560000000000008 0.11146500000000002 -0.51146999999999987 0.12879500000000002 0.11843500000000001 -0.10011499999999998 0.16158000000000003 0.062655000000000016 1.0000000180025095e-35 -0.51370499999999997 -0.062294999999999996 0.086260000000000017 -0.49405499999999997 0.38525000000000004 0.12437500000000001 0.092630000000000018 0.092355000000000007 -0.15026499999999995 0.14654000000000003 0.086435000000000012 -0.081779999999999978 -0.013324999999999998 0.090900000000000009 0.03138500000000001 0.087325000000000014 0.092550000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 9 4 6 -6 -3 8 23 11 14 12 13 -1 21 24 17 -4 19 20 -18 -5 27 -8 -14 -26 -22 -11 29 -29
right_child=1 3 16 10 5 -7 7 -9 -10 22 -12 -13 15 -15 -16 -17 18 -19 -20 -21 26 -23 -24 -25 25 -27 -28 28 -30 -31
leaf_value=0.00093453305874652184 -0.0019051413623189005 -0.0021405664213126371 -0.0015950286724775655 8.1029759331609729e-05 -0.0017311964959135784 0.00068992714047455724 0.0015528175814917065 -0.001166008955126605 -0.0012840575497416781 -0.0016598981759832218 0.0015587809294894429 -0.0019604882480057954 0.0016607299285302695 -0.0017334514903695013 0.00057066719197440877 -0.00088913697697125098 0.0021286748413498506 0.0011940653675025666 -0.0015177002350354018 -0.00059224056428591157 -0.0011912580931819007 -0.0014783254022669137 0.00035951554057220953 -0.00049039520278990512 -0.00082008803503666624 0.0016026228457168008 0.0011968947430551562 -0.0019258526926479308 0.00086264318034061285 0.0010415650276117971
leaf_weight=1.0134449731558559 2.4873863393440834 0.8680086992681052 3.7361316895112386 2.3233488481491777 3.0543502615764728 3.562288973480463 19.222513799555614 1.4855818971991528 1.3421433269977558 22.669580338522803 1.7492743432521809 2.3976130345836273 2.3095680270344019 4.3189651630818835 2.7631988711655131 2.7358644045889378 3.4086348209530097 1.2929849252104757 1.6658598938956855 1.6087035275995729 1.2011041203513744 6.0521389618515977 1.1822900138795365 0.81477073021232982 2.2171450052410369 1.6661434881389121 0.86216840147972096 3.8045942205935708 1.2251835260540245 0.9112407388165592
leaf_count=12 119 12 75 31 82 44 458 10 22 1376 25 77 21 129 31 27 35 7 62 20 43 96 10 13 26 18 6 182 31 21
internal_value=0 0.000264886 -0.000872525 0.000389724 0.000702015 -0.000427704 0.00101697 0.00113684 0.00129686 -0.0011089 -0.000345684 -0.000539366 -0.000300443 -0.00122639 -0.000644771 0.000252551 -7.54501e-05 -0.000877953 0.00038598 0.00083386 0.00125312 -0.00104576 -0.00142736 0.00146973 0.000756923 0.000219388 -0.000193334 -0.0015012 -0.00089565 -0.00135246
internal_weight=0 45.725 60.2272 43.2376 30.3497 6.61664 23.733 22.865 21.3794 46.4516 12.888 16.6587 14.2611 5.33241 11.1387 8.92872 13.7756 5.02912 8.74647 7.08061 5.47191 8.37549 29.7929 20.0373 6.19286 3.88329 2.06327 28.6106 5.94102 4.71583
internal_count=3121 943 2178 824 641 126 515 503 493 1930 183 310 233 141 158 92 248 82 166 104 84 127 1620 471 65 44 49 1610 234 203
is_linear=0
shrinkage=0.00185178


Tree=201
num_leaves=31
num_cat=0
split_feature=12 4 43 3 43 3 49 52 481 160 11 52 3 42 43 457 1374 448 15 15 403 52 3 11 159 15 3 2 1 13
split_gain=6.83329 3.35775 2.69825 2.85518 2.56987 1.97409 1.96475 1.78126 1.53595 1.52623 1.35838 1.1549 1.15178 1.14922 1.30172 1.04573 1.586 0.945009 0.929395 1.06052 1.51606 1.56185 1.3834 1.3364 1.11509 1.06673 1.28559 0.82858 0.745076 0.72577
threshold=0.051320000000000005 0.36766000000000004 -0.04890499999999999 0.20828500000000003 -0.40263499999999991 0.14121000000000003 -0.063424999999999981 -0.087284999999999988 -0.0079799999999999992 -0.067824999999999983 0.087830000000000005 0.26521500000000003 -0.026224999999999995 0.091465000000000005 -1.0000000180025095e-35 0.082380000000000009 -0.26569999999999994 -0.071684999999999985 0.091915000000000011 0.088235000000000022 -1.0000000180025095e-35 0.091820000000000013 -0.10519499999999998 0.081790000000000015 0.092630000000000018 0.088655000000000025 -0.078934999999999991 0.10855000000000002 1.0000000180025095e-35 -0.061684999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 5 4 7 -1 6 9 27 -9 -2 -3 17 -10 14 -11 -14 -17 -6 19 22 -21 25 23 24 -8 -22 -27 -4 -19 -24
right_child=1 10 3 -5 11 -7 18 8 12 13 -12 -13 15 -15 -16 16 -18 28 -20 20 21 -23 29 -25 -26 26 -28 -29 -30 -31
leaf_value=-0.00097524383671051791 -0.0024511655362732345 0.0023497311974470989 -0.0025047734705756683 0.0015976589137351772 -0.00060788502105681554 0.00073127158278680896 0.00064674761868298563 -0.0024880134884209051 0.0019217908827788605 -0.0017112822464227487 -0.00023509014605859222 -0.0010503609296306951 -0.00051579052043931341 0.0016357350693585835 0.001092535253527676 -0.0010552981499523946 0.0016914842721640912 0.0006905845000690896 -0.0023948190903909203 -0.0023681859111456039 0.0034355105747294994 -0.0024513252070660165 -0.0015346932173937473 -0.0022695748696722499 -0.0022372236364806408 -0.0014788292146972301 0.0022929378079216702 -0.00032193817546936264 0.0025061427049697126 -0.00244682005897326
leaf_weight=2.4583367155864826 1.3637729370966551 1.9420619634911407 2.974964356049898 4.3216439001262179 0.72846924513578137 2.6414528880268326 3.5613707005977622 1.452493292279551 1.5598358884453869 2.0949859786778688 2.5725712329149246 0.76540256477892477 13.067656358703962 2.1707800980657339 1.5818188078701489 1.7554441243410108 3.28605325333774 1.5135248862206916 6.0608528060838571 1.5413292152807114 0.83195689041167487 0.81380566582083691 12.234046195633711 1.9226698121055958 0.91782036889344443 1.0511186327785256 0.92452161014079992 1.3882374325767157 6.5759738720953465 7.7601532982662382
leaf_count=32 59 43 83 125 9 22 82 31 35 45 36 10 174 32 17 13 45 16 402 133 9 28 711 92 21 47 14 23 225 507
internal_value=0 -0.00104587 0.000220721 -0.000155824 0.00115277 -0.00122872 -0.0013442 -0.000453177 -0.000172835 -0.000228658 0.000876824 0.00169865 -1.86611e-06 0.000289675 -0.000505036 -0.000167561 0.000735058 0.00193726 -0.00155804 -0.00139734 -0.000430279 0.000394527 -0.00158648 -0.000642579 5.57999e-05 0.00121942 0.000286209 -0.00181026 0.00216646 -0.00188871
internal_weight=0 51.9871 41.848 29.8063 12.0417 47.4725 44.831 25.4847 21.1215 7.21136 4.51463 9.58337 19.669 5.84758 3.6768 18.1092 5.0415 8.81797 37.6196 31.5588 5.16273 3.6214 26.3961 6.40186 4.47919 2.8076 1.97564 4.3632 8.0895 19.9942
internal_count=3121 2300 821 529 292 2221 2199 404 298 153 79 260 267 94 62 232 58 250 2046 1644 231 98 1413 195 103 70 61 106 241 1218
is_linear=0
shrinkage=0.00233305


Tree=202
num_leaves=31
num_cat=0
split_feature=1 123 3 3 52 0 1456 151 2 1456 11 15 457 1 16 48 51 13 48 132 1 2 15 0 2 2 403 42 376 4
split_gain=11.072 4.29756 3.01457 3.20997 2.82854 3.01508 2.477 2.49389 2.45526 2.82536 2.26441 2.17973 2.11351 1.90412 1.95779 1.84058 1.80494 1.73428 1.72525 1.32025 1.57413 1.18057 1.88788 1.4554 2.25714 1.52228 1.26464 2.27014 1.17862 1.15007
threshold=0.104035 1.0000000180025095e-35 -0.11255999999999998 0.090900000000000009 -0.43320999999999993 1.0000000180025095e-35 -1.0000000180025095e-35 -0.50825999999999982 1.0000000180025095e-35 0.091295000000000001 0.081790000000000015 0.024640000000000006 0.082380000000000009 0.12577000000000002 0.51524500000000006 0.12879500000000002 0.12808000000000003 -0.42195999999999995 -0.086869999999999989 0.081240000000000021 0.077845000000000011 0.092875000000000013 0.14654000000000003 -0.10011499999999998 0.091055000000000011 0.081135000000000013 0.03138500000000001 -0.095284999999999995 0.049360000000000008 -0.077834999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 10 21 -2 6 -6 -8 13 15 11 19 17 -9 -15 18 -17 -5 -10 20 -1 22 23 24 25 -4 -25 -28 -3 -29
right_child=4 28 3 12 5 -7 7 8 9 -11 -12 -13 -14 14 -16 16 -18 -19 -20 -21 -22 -23 -24 26 -26 -27 27 29 -30 -31
leaf_value=-0.00048519655373463293 -0.0019001796445964603 -0.00030428560718809934 0.00011171537685675541 0.00057410437036267182 -0.0021239227477585897 0.0019910419627930144 -0.0019452596658967546 -0.00090287820953403918 -0.000701840319323171 -0.0015703560736239849 -0.0016351126925523108 -0.0011806660821029582 0.0010219832773091905 0.0019777527492879222 -0.00058868228193787982 -0.001397452846409217 0.0011321604068974549 -0.0013451218579444381 0.0015832005777722492 0.0020658197891994046 0.0013965388141215498 -0.0017962111766325847 0.0021509400192130106 -0.0015685588728731774 0.0014971539269308335 -0.0017671069196607972 0.0023295374127102831 -0.0018959964593960362 0.0013417356714258532 -2.4216811411578573e-05
leaf_weight=3.5607789969071728 1.7236533071845759 2.4577132463455191 2.4691116698086182 2.2979573458433151 1.3397848457097996 4.0460709659382692 1.4265616908669496 5.6839697211980837 1.2084968276321948 1.4359603822231282 2.745289731770753 2.7391015309840441 3.2871917020529509 2.0788966557011013 1.9153535254299638 1.7588746845722192 2.0469581671059132 5.0478338189423066 13.348132199607788 1.8560100719332693 2.5649259220808744 12.429581114090977 0.57446832209825416 23.17291860934348 1.5417208727449176 3.4915356393903494 0.7710927091538905 2.504017136991024 3.5901754014194012 1.9647354548797
leaf_count=41 68 39 27 16 26 100 15 79 13 19 75 77 30 46 15 18 24 81 268 19 29 542 4 1144 16 64 15 102 56 53
internal_value=0 -0.000810709 -0.000933587 -0.00111053 0.000392007 0.000500881 0.000313886 0.000419575 0.000534024 0.000903565 -0.000151068 0.000228953 -0.000198555 -0.000221934 0.000747076 0.00109703 -3.69064e-05 -0.000744737 0.0013935 0.000712694 0.000302715 -0.00130876 -0.00114272 -0.0011954 -0.000477967 -0.000988832 -0.00138483 -0.000572326 0.000672833 -0.00107305
internal_weight=0 79.0662 73.0183 59.5522 38.0127 36.2891 32.243 30.9032 29.4766 19.7984 13.4661 10.7208 10.633 9.67822 3.99425 18.3625 3.80583 7.34579 14.5566 7.98171 6.1257 48.9192 36.4896 35.9151 7.50237 5.96065 28.4128 5.23985 6.04789 4.46875
internal_count=3121 2430 2335 2094 691 623 523 497 482 342 241 166 127 140 61 323 42 97 281 89 70 1967 1425 1421 107 91 1314 170 95 155
is_linear=0
shrinkage=0.00183135


Tree=203
num_leaves=31
num_cat=0
split_feature=1 150 15 0 50 0 1374 4 42 16 3 39 14 1 16 48 42 15 15 4 47 3 12 1373 1 2 3 1 42 46
split_gain=9.07826 3.8638 4.165 3.4471 2.59435 2.46091 2.06782 1.98742 2.35374 2.04967 1.88917 1.85684 1.73725 2.00556 1.90772 1.79882 1.30031 1.21605 1.10082 1.09446 2.28346 1.66238 1.25986 1.05008 0.955541 0.915234 2.47812 0.900182 0.899492 0.852442
threshold=0.094385000000000011 0.080470000000000014 -0.24436499999999997 -0.060129999999999996 0.11843500000000001 -0.10011499999999998 0.087855000000000016 -0.49405499999999997 0.092620000000000022 0.38525000000000004 0.16158000000000003 0.085220000000000004 0.062655000000000016 1.0000000180025095e-35 -0.51370499999999997 0.086260000000000017 -1.0000000180025095e-35 0.14654000000000003 -0.098289999999999975 -0.029144999999999997 0.096300000000000011 -0.074084999999999998 0.085885000000000017 -1.0000000180025095e-35 0.13210500000000003 0.10731 -0.116045 0.111945 0.088380000000000014 0.13702000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 4 5 27 12 23 9 25 -5 11 19 13 14 -1 18 -13 -7 -15 29 22 -22 -21 -3 -12 -9 -27 -2 -24 -4
right_child=1 6 10 7 -6 17 -8 8 -10 -11 24 16 -14 15 -16 -17 -18 -19 -20 20 21 -23 28 -25 -26 26 -28 -29 -30 -31
leaf_value=0.0010312870521224785 0.000393342496561261 -0.00033509496502656845 -0.0017542008734785979 -0.0017476550487276195 -0.0013896243225650945 -0.0015598618430549933 -0.0015097368228902642 0.0012413558417817914 -0.0016879805473883683 0.0010210661088581093 -5.9270663730049173e-05 -0.00079739212136803505 -0.0020424202575631593 -0.0002913096261761003 -0.0017630610551623693 -0.00100692054406867 0.0014507610611094366 0.00032696872778798078 0.001402989023943682 0.0013704557747918958 -0.00027416126558361546 -0.0021681779233522335 -0.0017907518246396213 0.0016766238882228361 0.0020921054695922955 0.0021176369396536335 -0.0021093525832570166 0.0019047821871880973 0.00041822022848047588 0.00049742594092146565
leaf_weight=1.0990838743746278 1.9555933251976911 1.0524245072156162 6.1278985291719481 3.8410769188776603 1.336380438879132 29.301314202137299 0.92833854444325048 5.7605441659688932 1.5892210043966768 1.2953633610159156 1.6244849301874631 1.5791145376861098 2.5124020846560589 2.1322261244058609 4.5471324417740098 2.901774026453495 2.2747703697532407 1.2920658066868771 3.9872677382081729 2.4427794292569232 3.0924236001446843 3.6729123014956713 1.1511710211634638 8.8026607073843461 1.3861875124275682 0.89981145784258876 1.137931124307215 5.2875738656148314 1.5906432159245012 0.6763966716825961
leaf_count=12 25 10 199 75 20 1610 12 55 64 7 19 13 77 23 129 27 53 10 42 24 48 55 21 205 25 7 40 183 25 6
internal_value=0 0.000212534 -0.000100718 -0.000909575 0.00104712 -0.00115645 0.00120598 -9.7545e-05 0.000423274 -0.00104941 -0.000485121 -0.00067374 -0.000579962 -0.000329457 -0.00121912 0.000227363 0.000529589 -0.00148017 0.000812642 -0.000921017 -0.00057405 -0.00130243 0.000376403 0.00146179 0.000931276 0.000853529 -0.000242829 0.00149671 -0.000509233 -0.00153037
internal_weight=0 44.9818 34.1983 62.2972 8.57955 47.7733 10.7834 14.5239 9.38751 5.13644 25.6188 22.6081 17.1799 14.6675 5.64622 9.02127 3.85388 30.5934 6.11949 18.7542 11.9499 6.76534 5.18459 9.85509 3.01067 7.79829 2.03774 7.24317 2.74181 6.8043
internal_count=3121 943 716 2178 228 1930 227 248 166 82 488 444 310 233 141 92 66 1620 65 378 173 103 70 215 44 102 47 208 46 205
is_linear=0
shrinkage=0.00190339


Tree=204
num_leaves=31
num_cat=0
split_feature=12 1 43 43 3 16 52 0 457 52 403 403 12 13 15 52 52 15 0 0 457 52 448 43 0 133 0 1 150 159
split_gain=3.28347 1.77815 1.61624 1.58159 1.49821 1.41002 1.1693 1.09434 1.154 1.05347 1.03875 1.66753 1.13082 1.04523 1.0224 1.01184 1.63835 1.258 1.00592 0.998242 0.940712 0.926532 0.966133 0.878761 0.862791 0.833757 0.859899 0.830034 0.828425 0.973953
threshold=0.051320000000000005 0.13021500000000003 -0.04890499999999999 -0.40263499999999991 0.20828500000000003 -0.25582999999999995 -0.07167999999999998 0.18019500000000002 0.080930000000000016 1.0000000180025095e-35 0.03138500000000001 0.095105000000000009 0.089735000000000023 -0.082014999999999991 -0.11713499999999999 0.083680000000000018 0.084960000000000022 -0.09551999999999998 0.089620000000000019 -0.087634999999999977 0.090150000000000022 0.26521500000000003 -0.083114999999999981 0.022390000000000004 -0.053834999999999994 -0.16927999999999996 -0.084269999999999984 1.0000000180025095e-35 -0.22665999999999997 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 5 3 -1 6 9 -4 8 10 14 13 12 -12 15 -2 18 -17 -18 -7 -11 23 22 -5 28 -3 26 -13 -24 -8 -30
right_child=1 24 4 21 -6 7 20 -9 -10 19 11 25 -14 -15 -16 16 17 -19 -20 -21 -22 -23 27 -25 -26 -27 -28 -29 29 -31
leaf_value=-0.0010408106089874105 -0.0012315300666505369 0.0037068631445050042 -0.001677050081993519 -0.0017701430608598762 0.0017509620928511395 -0.0026998938770355549 0.0017713109771508033 0.0029585092916650361 0.00036568281498226168 -0.0032918328462114726 -0.0024656674478643775 -0.003189782723835089 0.0029903646903172306 -0.002734093855143214 0.0015794539800529272 0.00507585841475168 0.0030688469293374473 -0.0018988203423915204 0.0019401173671017146 0.0013462388590037302 0.0016325330164638787 -0.0016059401509979619 0.0005371333111156651 0.0019662807134362358 -0.0001137687313898075 -0.0032254750091761674 0.0033137522229010623 0.0033229392176996318 -0.0030551365048723834 -0.00052560911428596634
leaf_weight=2.1395042194053531 1.9270426565781233 1.0188992479816081 5.9845858248882022 0.51152586936950672 3.3572808774188152 4.5707518770359528 1.2048426549881703 0.51089432463049789 2.4993472625501445 1.5558811752125623 0.49606000259518568 0.34779302310198545 1.5059675890952346 12.655953324865553 3.7333803451620033 0.52043892582878504 0.6230586511082955 2.5506887366063888 0.51017706748098124 0.64470641594380129 2.706974107772111 0.63085753563791502 1.3451520223170499 1.3743837364017952 1.3496798928827036 1.9562264517880974 0.46901468094438348 4.7976266401819885 1.8196868989616657 8.3848021486774051
leaf_count=32 28 25 130 5 125 391 15 6 89 67 40 31 36 1131 57 11 16 164 6 13 45 10 16 39 34 142 13 229 52 123
internal_value=0 -0.001103 0.000223329 0.00132836 -0.000196061 -0.00127119 -0.000500444 -0.00158822 -0.00166914 -9.28991e-05 -0.00186321 -0.000541286 0.00163848 -0.00215775 0.000622478 -0.00132651 -7.83809e-05 -0.000923586 -0.00223399 -0.00193302 -4.58805e-05 0.00202414 0.00236828 -0.000401287 0.00152976 -0.00211499 0.000544576 0.0027129 -0.000686488 -0.00097668
internal_weight=0 39.446 34.2572 9.42467 24.8326 37.0774 21.4753 29.2164 28.7055 7.86101 26.2061 4.77506 2.00203 21.4311 5.66042 8.77512 3.69419 3.17375 5.08093 2.20059 15.4907 7.28516 6.6543 12.7837 2.36858 2.77303 0.816808 6.14278 11.4093 10.2045
internal_count=3121 2300 821 292 529 2241 404 2076 2070 165 1981 262 76 1719 85 588 191 180 397 80 274 260 250 229 59 186 44 245 190 175
is_linear=0
shrinkage=0.00313415


Tree=205
num_leaves=31
num_cat=0
split_feature=12 4 1 13 3 15 3 457 1446 47 48 3 130 2 11 0 474 47 52 41 16 1 48 0 1 0 13 15 394 49
split_gain=11.2712 5.43093 4.15237 4.07228 3.15333 2.70912 2.00206 1.94565 1.63172 1.64292 1.94623 1.61162 1.64934 1.81022 1.51569 1.3915 1.48255 1.34394 1.34314 1.60765 1.49039 1.09496 1.26862 0.952578 0.937182 0.752014 0.740878 0.90393 0.860239 0.844898
threshold=0.051320000000000005 0.36766000000000004 0.092390000000000014 -1.0000000180025095e-35 0.14121000000000003 0.17980000000000004 0.083060000000000009 0.093100000000000002 0.089210000000000025 0.090100000000000013 0.10396500000000002 -0.10023499999999998 -0.082549999999999985 0.088475000000000012 0.087830000000000005 0.062580000000000011 0.084660000000000027 0.091680000000000011 -0.12005499999999998 0.078475000000000017 -0.0083599999999999976 0.10439500000000002 0.11951500000000001 -0.23051499999999997 0.10312500000000001 -0.17169499999999996 -0.094514999999999988 0.090455000000000021 -0.50204999999999989 -0.23360999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 15 8 5 11 17 21 9 -4 -11 18 13 -13 -3 16 23 -5 -2 20 24 -8 25 -1 -20 -23 27 -14 -28 -30
right_child=1 14 3 6 -6 -7 7 -9 -10 10 -12 12 26 -15 -16 -17 -18 -19 19 -21 -22 22 -24 -25 -26 -27 28 -29 29 -31
leaf_value=-0.00011356020540771433 -0.0015119244625479468 0.0016284303847726711 0.0016147473179195279 0.0015415827381272745 0.00063599869359595121 0.00056704793361211502 -0.0016352784664020726 0.00069736191992897639 -0.0011525083548243177 -0.00059943344347265532 0.0017251032390698411 -0.0016809770698606129 -0.0011004879908496216 0.0014085507196241948 -6.6679285525402993e-05 0.00038834972295569896 0.00037745240326558566 -7.6059095123191955e-05 -0.0011550144376744637 -0.0017212917502109955 0.00063514828426178315 0.00083607976805529058 -0.0012615147340558643 -0.0012613397119899399 0.00060794523216078716 -0.00045250234050630167 0.00053588866296104293 0.00062679367534910243 0.00057442983674472982 -0.0014955147922803176
leaf_weight=2.4664530064910641 3.5237834798172107 2.4947562385350457 9.9524059202521986 3.0650187786668566 3.0338500924408427 2.5821058526635161 2.4603601042181236 3.5720629058778277 0.77445172518491823 2.2642746157944216 1.6265939697623251 0.84766262397170011 4.4639406306669036 1.2096855510026214 3.1200574673712254 3.7122895158827296 2.5483426395803681 2.4118979349732399 3.2459794860333187 1.8515627868473519 4.1808782201260328 2.1142513453960419 2.7931680716574192 8.2788800364360231 1.0484256520867345 2.7235346008092165 0.5735163614153852 0.96911438181996334 0.52591437846422096 35.497536293230958
leaf_count=28 124 43 297 59 22 21 42 37 8 19 32 33 106 17 36 30 36 16 82 48 55 20 29 140 7 28 10 14 4 1678
internal_value=0 -0.000841805 0.000164066 0.000493147 -0.000976825 -0.00105768 1.08851e-06 -0.000330862 0.00113744 0.00126555 0.000372349 -0.00113008 -0.00128163 0.000135612 0.000686486 -0.000489183 -0.000734236 0.000829213 -0.000647701 -0.000352806 -5.38377e-05 -0.000694827 -0.000391608 -0.000997882 -0.00072461 0.000110645 -0.001351 -0.000792386 -0.00143393 -0.0014653
internal_weight=0 69.1688 50.764 33.758 63.554 60.5201 19.1403 13.6634 14.6177 13.8433 3.89087 57.938 44.0874 2.05735 5.61481 17.006 13.2937 5.47692 13.8506 10.3268 8.47528 10.0913 7.63095 10.7453 4.29441 4.83779 42.03 5.43306 36.597 36.0235
internal_count=3121 2300 821 587 2221 2199 231 156 356 348 51 2178 1862 50 79 234 204 75 316 192 144 119 77 168 89 48 1812 120 1692 1682
is_linear=0
shrinkage=0.00162114


Tree=206
num_leaves=31
num_cat=0
split_feature=12 4 1 13 39 3 48 4 47 3 49 11 52 0 0 474 14 2 4 124 1 0 48 133 448 1186 1186 13 15 43
split_gain=15.4561 7.31091 5.24163 4.99328 3.60426 3.14348 2.80034 2.75992 1.92754 1.87128 2.04723 1.67866 1.67192 1.89071 1.52469 1.63321 1.51125 1.91922 1.35219 1.29528 1.0992 0.96828 1.23242 0.928546 1.15892 0.9113 1.79583 1.00799 0.898394 0.677134
threshold=0.051320000000000005 0.36766000000000004 0.092390000000000014 -1.0000000180025095e-35 0.14059500000000003 0.14121000000000003 0.11951500000000001 -0.15464999999999998 0.096475000000000019 -0.10023499999999998 -0.23360999999999996 0.087830000000000005 -0.12005499999999998 -0.060129999999999996 0.062580000000000011 0.084660000000000027 -0.10708499999999999 0.090310000000000015 -0.27825499999999997 -0.087894999999999987 0.083135000000000014 -0.22491999999999998 0.086035000000000014 -0.086649999999999991 -0.071684999999999985 0.085175000000000015 0.091245000000000007 -0.094514999999999988 0.090455000000000021 -0.087324999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 14 19 5 9 7 -5 16 12 -11 -3 -2 20 15 21 -9 -18 -15 -4 -14 22 -1 -21 -25 27 -27 28 -12 -23
right_child=1 11 3 6 -6 -7 -8 8 -10 10 25 -13 13 18 -16 -17 17 -19 -20 23 -22 29 -24 24 -26 26 -28 -29 -30 -31
leaf_value=0.00047800306235607068 -0.0015346715620945875 0.0016666541028708642 0.00019143938734840623 -0.0013547704513227571 0.0018086630033539201 0.00052315924394776773 -0.0010366455923451437 -0.00041819883354917759 -0.00065804610434638865 0.00030839916320685921 -0.0010678568631740163 1.3116596063139703e-05 -0.001486624583322587 -0.00039505288189271848 0.00041748520858178768 0.000389903193130465 2.9517477378996676e-05 0.0015917430171954689 0.0012635113974666498 0.00013774806081490445 -0.0002197715248073389 -0.00037572052527488594 -0.0011976212646362229 -0.00022478681638145933 0.0016744373476873958 0.001315120341721163 -0.0017121962297950929 -0.0014796216455223055 0.00055054088306575027 -0.0016175541511394848
leaf_weight=2.1351630035787821 4.1760195773094919 2.9544710088521233 2.6494169291108873 2.0937593504786554 1.1466456614434708 3.0911058075726023 4.7206706404685965 1.9065200239419979 2.5131093412637702 2.0030770823359481 4.7825425174087206 3.4014889560639858 3.7673721835017213 2.6761178970336914 3.8675627969205371 2.7581894043833008 2.84313580580055 7.0397919174283743 2.4023333713412258 1.3331066071987159 3.3166193068027496 1.4227970615029342 2.4022431746125221 0.88831834495067497 12.072494009509679 0.95019407942891065 1.0762051902711389 41.506977794691927 1.083461709320545 5.5097012668848047
leaf_count=24 124 43 38 32 14 20 40 24 21 15 105 36 104 29 30 36 26 88 17 28 46 22 20 10 280 13 29 1690 15 102
internal_value=0 -0.000868083 0.000235075 0.000573142 -0.00101377 -0.00105946 5.24786e-05 0.000366049 0.000617961 -0.00113168 -0.00128205 0.000781738 -0.000658582 -0.000357773 -0.000475976 -0.000718842 0.000889962 0.00114232 0.000389522 0.00122206 -0.000893503 -0.000985464 -0.000409124 0.00141309 0.00154427 -0.00134654 -0.000292664 -0.00139162 -0.000768936 -0.00136269
internal_weight=0 78.3346 56.156 38.0603 71.9787 70.832 21.117 16.3963 14.3026 67.7409 51.4025 6.35596 16.3385 12.1624 18.0957 14.2281 11.7894 9.88293 5.07845 16.9433 7.08399 11.4699 4.53741 14.2939 12.9608 49.3994 2.0264 47.373 5.866 6.9325
internal_count=3121 2300 821 587 2221 2207 231 191 159 2187 1867 79 320 196 234 204 138 114 46 356 150 168 44 318 290 1852 42 1810 120 124
is_linear=0
shrinkage=0.00160478


Tree=207
num_leaves=31
num_cat=0
split_feature=1 52 47 12 50 3 15 48 1 51 3 49 474 13 1 42 159 3 0 0 4 1 45 148 15 2 150 4 52 42
split_gain=12.3043 3.98989 3.88807 3.87712 3.05765 2.93881 2.3863 2.89158 1.90948 1.72563 1.70494 1.60654 1.53202 1.50125 1.88658 1.38816 1.3812 1.40285 1.41356 1.33218 1.96736 1.92023 1.24211 1.27925 1.23717 1.20819 1.41916 1.13837 1.07289 1.02406
threshold=0.099195000000000019 -0.43320999999999993 0.10019500000000002 0.079890000000000017 0.11610000000000001 0.097915000000000016 0.035560000000000008 0.12879500000000002 0.11146500000000002 -0.096089999999999981 -0.097604999999999983 -0.23360999999999996 0.084660000000000027 -0.053889999999999993 0.12408500000000001 -1.0000000180025095e-35 0.092630000000000018 -0.14847999999999997 -0.060129999999999996 -0.070154999999999981 -0.46376499999999993 0.077565000000000009 0.08572500000000001 -0.08224999999999999 -0.11345499999999999 0.090675000000000019 0.083895000000000011 0.053180000000000012 0.13796000000000003 -0.085499999999999979
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 9 6 10 7 22 -8 -1 15 -12 19 14 24 -5 17 -17 -19 21 -21 -11 23 -3 -4 27 -27 -23 -25 -15
right_child=1 2 13 5 -6 -7 8 -9 -10 12 11 -13 -14 29 -16 16 -18 18 -20 20 -22 25 -24 28 -26 26 -28 -29 -30 -31
leaf_value=-0.0019635159955181864 -0.0019345664552162722 -0.00057309588848924011 0.0006858243684491357 -0.0019369763327996385 -0.0014243175255304306 0.00056574424208261553 -0.0015506667480118836 -0.0012430516089987208 0.00072959680601087436 -0.0020128713776412848 0.00050967086423270422 -0.0015809492140346115 0.0011778955376010758 0.00030006082780154703 0.0018969332436000431 -0.0010922260315156108 -0.0020980770447382347 -0.00050227487433606322 0.001473336825812675 -0.00087464120893154492 0.001311869069000086 -0.0013096608894485971 -0.00062510846690520935 0.0018295036516708962 -0.0018935757795963226 -0.00071761421377188267 0.0013793916063318233 0.0003741464875847515 0.00041921502174310056 -0.0013492356399112577
leaf_weight=1.9831737689673925 2.5338736595585933 0.93951677344741114 1.3255786783993242 2.4729442885145536 1.946900289505719 3.1603311002254477 2.0092717558145514 1.4890095219016064 3.6270649451762438 2.8369955616071882 1.3438249118626107 35.030852709896863 2.7384286019951096 1.7453437354415653 1.825062710791826 2.9478604365140173 1.371797315776347 2.43313954398036 2.6793206483125696 2.4427133649587631 3.5611886028200379 4.6367046162486059 0.9564314465969791 16.800963968038563 1.2936275638639929 2.0353436134755611 2.5723680853843689 2.0337558258324862 2.1413534991443148 5.5102262739092094
leaf_count=63 107 12 12 112 34 20 26 10 41 63 10 1693 29 13 30 63 24 36 20 25 35 49 11 395 28 19 24 20 26 71
internal_value=0 0.000351443 0.000490651 -0.000893267 0.000849383 -0.00118724 0.00100768 0.00128309 -8.32839e-05 -0.000284512 -0.00130199 -0.00150371 -0.000138838 -0.000426444 0.000432367 -0.00068563 -0.000357547 -6.13242e-05 0.000533097 -0.00031806 0.000422278 -0.000632963 0.0014636 0.00156407 -0.000588143 -0.000285851 0.000453091 -0.000796285 0.00167008 -0.000952494
internal_weight=0 44.1442 41.6104 76.2807 29.9105 51.4401 27.9636 22.3273 5.63634 24.8407 48.2797 36.3747 22.8575 11.6998 4.44427 11.9051 9.43212 8.06032 5.11246 20.1191 6.0039 14.1152 20.8383 19.8818 2.61921 11.2782 4.60771 6.67046 18.9423 7.25557
internal_count=3121 816 709 2305 555 1978 521 454 67 327 1958 1703 264 154 70 255 143 119 56 235 60 175 444 433 40 112 43 69 421 84
is_linear=0
shrinkage=0.0018764


Tree=208
num_leaves=31
num_cat=0
split_feature=1 52 47 50 158 0 1 4 52 52 1212 14 50 48 48 128 51 3 2 1 3 4 160 16 130 394 2 160 0 16
split_gain=3.45144 1.63562 1.66328 1.59112 1.51148 1.53652 2.34648 1.44027 1.88998 1.73171 1.37941 1.34929 1.33124 1.53038 1.49991 1.58304 1.48026 1.31753 1.57476 1.24235 1.08742 1.99985 1.65887 1.49907 1.20724 1.07327 0.993362 0.967807 0.820899 1.27022
threshold=0.10060500000000001 -0.43320999999999993 0.088195000000000009 0.088425000000000017 0.084765000000000021 -0.060129999999999996 0.077565000000000009 -0.49405499999999997 0.11434500000000002 0.10347000000000002 -0.47073499999999996 0.062655000000000016 0.11610000000000001 -0.089099999999999999 0.12879500000000002 0.086435000000000012 -0.41109999999999997 -0.088084999999999983 0.089775000000000008 0.081670000000000006 -0.084074999999999997 -0.083644999999999983 0.089640000000000011 -0.51370499999999997 -0.23647499999999996 -0.43358499999999994 0.082275000000000015 -0.40698999999999991 -0.062294999999999996 0.51524500000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 12 4 5 6 20 9 -9 -7 -5 17 13 -3 15 16 -15 -8 19 -19 25 -22 23 -23 -25 -1 -26 -18 -4 -30
right_child=1 2 28 10 -6 7 11 8 -10 -11 -12 -13 -14 14 -16 -17 27 18 -20 -21 21 22 -24 24 26 -27 -28 -29 29 -31
leaf_value=0.0020009981445899675 -0.0027603743931716757 -0.0015209675468097752 -0.00087681123663431828 0.0033936701873092208 -0.0024068703563552107 -0.0024914307353023201 0.0022679682536415231 0.0018422765900527702 -0.001849732612272808 0.0011896834337505264 -0.0026249302630230614 -0.0028953877040242331 -0.0019361941653054705 -0.0031399246881978911 -0.00074083431560319733 -0.0017890438695098991 -0.0016637451199904645 0.0029513253323303367 0.0011605277148701743 -0.0014455371480597667 0.0067016635931716282 0.0015254990303579193 0.0015119392154821249 0.0032701066972210978 0.0027387495018914932 -0.0027700335975792776 -0.0026380714625256767 0.0023758705593899024 0.0028949539015753656 -0.0010055426805883902
leaf_weight=0.36820663046091784 1.2016402971930826 1.4099591709673482 7.318979000672698 0.29615800362080325 3.4629142438061526 2.2527323267422621 1.976151831448077 5.2557378741912562 1.2608404955826698 1.6050318600609896 4.9016714273020616 1.0923658255487669 1.0773827955126751 0.39161102101207212 2.0078407460823664 0.85044736135751087 0.45299339853227572 0.51736447401344587 3.9593328516930342 5.2936385255306959 0.24080309271811984 0.92023469693958126 1.3876322554424403 0.28663725033401899 0.26300697540866025 5.6827509696595326 6.0206796023994684 10.926897532306597 1.2182242125272735 1.2311391998082397
leaf_count=4 97 21 128 6 231 64 42 119 28 13 441 39 30 5 24 14 8 5 47 171 1 8 35 2 4 523 552 417 28 14
internal_value=0 0.000330846 0.000469007 -0.000868862 -0.000693331 -0.000538736 -0.0008685 0.000351565 0.00112794 -0.000959895 -0.00228201 -1.64577e-05 0.000977857 0.00117359 0.00143328 0.00177913 0.00203692 0.000251269 -0.00015663 -0.00105408 -0.00158961 -0.000998983 -0.00120785 -0.00171169 -0.00216509 -0.00247971 -0.00241302 0.00221507 -0.000422653 0.000934422
internal_weight=0 28.0871 26.8855 47.0439 41.8461 38.3831 28.0088 10.3743 6.51658 3.85776 5.19783 12.8389 17.1171 16.0397 14.6298 12.6219 11.7715 11.7465 9.77034 5.811 15.17 9.11899 8.87819 7.49056 6.57032 6.05096 6.28369 11.3799 9.76834 2.44936
internal_count=3121 786 689 2335 1888 1657 1433 224 147 77 447 304 519 489 468 444 430 265 223 176 1129 602 601 566 558 527 556 425 170 42
is_linear=0
shrinkage=0.00270814


Tree=209
num_leaves=31
num_cat=0
split_feature=12 4 9 15 158 50 42 1 42 483 47 1 156 0 11 51 1213 48 0 15 394 48 1 16 0 3 42 42 42 133
split_gain=3.08531 1.78029 1.57716 1.49462 1.24295 1.31623 1.4269 1.48394 1.49548 1.27996 1.24025 2.54844 1.47393 1.44967 1.14807 1.12136 1.32695 1.07946 1.3348 1.02709 1.01277 0.960062 0.948929 0.944417 1.25113 0.920833 0.700643 2.11955 0.787916 0.77502
threshold=0.051320000000000005 0.36766000000000004 -0.036024999999999995 0.035560000000000008 0.084905000000000022 0.10124500000000002 -1.0000000180025095e-35 0.122185 0.092145000000000019 1.0000000180025095e-35 0.077555000000000013 0.09253500000000002 0.11896500000000002 -0.062294999999999996 0.087830000000000005 -1.0000000180025095e-35 -1.0000000180025095e-35 0.086260000000000017 -0.22491999999999998 -0.0063699999999999989 0.15288500000000002 0.12879500000000002 0.111945 -0.056919999999999991 -0.20211999999999997 0.088060000000000013 -0.095284999999999995 -0.11051499999999999 -0.106335 0.086910000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 -1 10 5 6 26 8 9 15 11 17 21 23 -3 -8 -17 18 -4 -20 -10 -13 -5 24 -12 -26 27 -2 -29 -30
right_child=1 14 3 22 -6 -7 7 -9 20 -11 13 12 -14 -15 -16 16 -18 -19 19 -21 -22 -23 -24 -25 25 -27 -28 28 29 -31
leaf_value=0.0037899743560304085 -0.0037407145747583603 0.0034254865410343663 0.0027498467913945842 -0.0038425830515021629 -0.0036132266785755813 -0.0035372823713208683 -0.0019559214246320147 0.0027288204411919825 -0.0029540982396479998 -0.0035631804601786712 -0.0028568308792466445 0.0026110929359991408 -0.0028221893661941246 0.0019536948496782754 -0.00052245781624622755 -0.0035088126729633561 0.00082746190346127892 -0.0024576708747002566 -0.0036855440121177445 7.554552627852229e-05 0.0037850692326904544 -0.0016900981237638842 0.00019830185437533731 -0.0036159378413520319 -0.0011247032243107433 0.0027040539905448498 -0.0032033226426105834 0.0058079536444449664 -0.0035306773739595875 0.0038950964701397399
leaf_weight=1.4507251353934396 1.4582498618401589 1.5144993765279644 1.840151250362396 1.786495577078312 2.8691498422995201 2.7165106954053035 2.8365406687371495 1.5196681851521123 4.3867369550280264 1.3272945242933918 1.9839066788554185 9.2539930571801907 0.71769689023494798 1.8567818650044481 2.1285062246024609 0.92201157473028672 10.529060048982492 2.4641085090115666 1.0823468356393275 4.493387442082172 0.28531176224350918 0.66844952106475908 1.1459520645439623 1.8486156612634665 1.5970392310991881 1.4305568505078552 4.451948435977104 0.50067172199487686 0.34807490231469251 0.32790512964129448
leaf_count=89 104 43 17 47 223 288 205 28 330 115 32 337 11 37 36 115 298 37 47 76 2 4 14 32 23 18 467 4 32 10
internal_value=0 -0.00118546 0.000254925 9.55071e-05 -0.00142892 -0.00123066 -0.00101379 -0.000574699 -0.000822161 -0.000307412 0.000332111 0.000797383 0.00197439 -0.000763169 0.00111881 -4.95678e-06 0.000478316 -0.000470184 0.000190207 -0.000654547 -0.00254255 0.00232133 -0.00226347 -0.00149852 -0.000717465 0.000684407 -0.00236491 -0.000948322 0.00251235 7.14251e-05
internal_weight=0 38.1221 33.6202 32.1695 34.4791 31.61 28.8935 21.8066 20.287 15.6149 29.237 20.5201 10.6401 8.7169 3.64301 14.2876 11.4511 9.87999 7.41589 5.57573 4.67205 9.92244 2.93245 6.86012 5.0115 3.0276 7.08685 2.6349 1.17665 0.67598
internal_count=3121 2300 821 732 2221 1998 1710 1093 1065 733 671 529 352 142 79 618 413 177 140 123 332 341 61 105 73 41 617 150 46 42
is_linear=0
shrinkage=0.003466


Tree=210
num_leaves=31
num_cat=0
split_feature=4 151 12 151 1456 376 52 158 50 42 0 52 50 52 15 52 4 15 48 3 453 1 160 160 2 15 12 133 4 402
split_gain=2.71637 2.20502 2.10472 1.88413 1.24073 1.15743 1.22674 1.12376 1.24041 1.28569 1.21298 1.4965 1.33311 1.23355 1.12198 1.16326 1.6615 2.73134 1.13307 1.32781 1.07361 1.05909 1.02215 1.47586 1.00912 0.895218 1.11495 0.816326 0.733155 0.8228
threshold=0.27044500000000005 -0.27559499999999998 0.051320000000000005 -0.086769999999999986 1.0000000180025095e-35 0.088055000000000008 0.19022000000000003 0.084905000000000022 0.10124500000000002 -1.0000000180025095e-35 -0.060129999999999996 -0.51296999999999993 0.10030500000000002 0.11434500000000002 0.035560000000000008 0.10744000000000002 -0.46376499999999993 -0.016799999999999995 0.090390000000000012 0.11658 1.0000000180025095e-35 0.122185 0.08325500000000001 0.099315000000000014 -0.0091949999999999983 -0.0063699999999999989 0.084100000000000022 0.024320000000000005 0.16173500000000005 -0.50169499999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 -1 20 6 14 8 9 28 12 -12 21 27 15 16 -5 18 24 -20 -3 22 25 -24 -18 -11 -27 -13 29 -4
right_child=1 4 7 5 -6 -7 -8 -9 -10 10 11 13 -14 -15 -16 -17 17 -19 19 -21 -22 -23 23 -25 -26 26 -28 -29 -30 -31
leaf_value=0.0024021656884596573 -0.0035126144858163145 0.0022775068318922251 0.0017429549560675022 -0.003485547833834418 -0.0032183828283277997 0.002751898482923806 -0.0032316881740437555 -0.0035121911765545102 -0.0034393703855029375 -0.0031253793177183323 -0.003429551243746744 0.0032043721474545686 0.0045391496647924166 -0.0013924552472383759 -0.002671250680975163 0.0033036534382457324 0.0017672110517667394 0.0024326052219376354 0.0018397107718312589 -0.0020784573592854036 -0.0028651027840045193 0.0033817155951565911 0.0026965627255849619 -0.0026176123029286514 -0.0022310595185648895 0.0018415514624179694 -0.0017918010941052592 0.00018604993511457142 0.00056793050847618327 -0.0030756340188215939
leaf_weight=3.1761612547561553 1.0435122791677702 8.1046147388406045 0.43804122693836678 1.6443664100952595 0.55643751658499319 1.2749868654645968 1.7942837979644526 2.4699767394922665 2.4623155537992707 4.2619655057787904 0.89929473912343372 2.8826936376281056 0.4629064258188017 1.5132206496782599 2.0635949806310228 1.1112792547792185 0.82686107000337283 4.1101391250267492 2.915139667224139 1.489820855669677 0.49078972265124399 0.53259719070047218 1.4358815145678829 1.018160850740969 5.5463084415532649 1.1756807588972122 5.3163058548234403 1.5820015193894503 0.90848448267206539 5.1915970542468193
leaf_count=78 15 330 21 52 12 29 45 211 288 350 96 47 6 27 47 14 16 72 54 33 8 12 24 55 113 51 398 24 11 582
internal_value=0 0.00113737 -0.000751134 -3.39444e-05 0.00166757 -0.000373653 -0.000558989 -0.00132295 -0.00114319 -0.000938475 -0.000532789 0.000631111 -0.00109634 0.00124198 -0.000315651 -4.01448e-05 -0.000264906 9.08047e-05 -0.000802219 0.00051453 0.00198387 -0.00128619 -0.00147442 0.000491758 -0.00171232 -0.0019231 -0.00113381 0.00213487 -0.00224652 -0.0027007
internal_weight=0 10.1954 58.5041 25.9529 9.15184 22.7768 21.5018 32.5511 30.0811 27.6188 21.0807 6.87721 14.2035 5.97792 19.7075 17.6439 16.5326 14.8883 10.7781 4.40496 8.5954 13.7406 13.208 2.45404 6.37317 10.754 6.49199 4.4647 6.53812 5.62964
internal_count=3121 365 2756 553 350 475 446 2203 1992 1704 1090 194 896 98 401 354 340 288 216 87 338 890 878 79 129 799 449 71 614 603
is_linear=0
shrinkage=0.0033763


Tree=211
num_leaves=31
num_cat=0
split_feature=1 150 484 4 0 4 16 1425 1374 1 1374 457 4 1374 15 1446 4 403 15 12 150 15 52 133 2 1373 15 133 48 12
split_gain=2.43516 1.73045 1.69019 1.4541 1.38159 1.28886 1.20207 1.16987 1.1257 1.11945 1.11668 1.31352 1.24233 1.14233 1.23773 1.10482 1.10014 1.07918 1.24621 1.26184 1.03759 1.75984 1.00555 1.27203 0.984124 0.875416 0.865465 0.852385 0.827322 0.951816
threshold=0.094385000000000011 0.080470000000000014 -0.0068949999999999992 0.51303500000000013 0.024095000000000002 -0.49405499999999997 0.25084500000000004 0.08209000000000001 0.093750000000000014 0.077565000000000009 -0.094929999999999987 0.082380000000000009 0.053180000000000012 -1.0000000180025095e-35 -0.0058549999999999991 0.088980000000000017 0.50500500000000004 -1.0000000180025095e-35 -1.0000000180025095e-35 0.095330000000000012 0.087790000000000021 -0.08730499999999998 0.15915500000000002 -0.11008499999999999 0.14838000000000004 -1.0000000180025095e-35 0.090615000000000015 -0.25159999999999993 -1.0000000180025095e-35 0.092465000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 -1 7 9 6 -6 15 25 17 -11 12 13 -12 -15 16 24 -4 20 22 -19 -22 23 -20 27 -3 -16 -2 -29 -30
right_child=1 8 4 -5 5 -7 -8 -9 -10 10 11 -13 -14 14 26 -17 -18 18 19 -21 21 -23 -24 -25 -26 -27 -28 28 29 -31
leaf_value=-0.0034296518054328837 -0.0037416617361244703 -0.00092887359486499015 -0.0034114036996250666 0.0029857738857937324 -0.002994880805987578 0.00193837021781448 0.0010364583435493004 -0.0047320963357314156 -0.0025889590182855606 -0.0039635637497911769 0.0039794589295001244 0.0024286513159265835 0.0020142668652420917 -0.0036907629910990039 0.00017920835851599723 -0.0036118160907727187 0.002992704113214516 -0.0034469859737282543 -0.0034174975616381035 -0.0036386993540241715 0.0042900105031619647 -0.0034351313352035768 -0.0036454405506348851 0.001443598012838065 0.0028580841808698069 0.0027330727815044415 -0.0034172039494142687 -0.0028726966020011539 0.00056384651861610807 -0.0012537884886017789
leaf_weight=3.0091385322157285 0.86016948660836945 0.85828144662082184 3.3975273340474805 1.5386481257155527 1.6581701324321332 3.5835911249741903 1.6846612440422175 0.68154146615415712 0.60499957762658585 0.89510235469788213 0.44681794615462145 1.9638887345790852 1.6501844571903346 2.1225720858201367 3.5768503006547716 1.0480989050120104 1.2408613660372783 3.7216723510064167 0.70402149530127545 1.1007438297383485 0.59898841567337513 0.75071380008012034 0.65279161790385831 4.4668268379755363 1.0593054727651168 5.2427387391217044 0.95856494922190894 1.2994530210271609 9.3097721748053974 5.004569490440189
leaf_count=397 22 10 501 113 30 53 21 42 10 12 7 26 20 93 164 30 54 371 76 69 6 76 39 113 31 207 104 19 213 192
internal_value=0 0.000289162 -0.00101533 -0.000165693 -0.00080124 0.000537996 -0.000963238 -0.000402186 0.00178425 -0.00114471 -0.000356872 -5.56881e-05 -0.000612967 -0.00122318 -0.00157233 -0.000253312 -6.58178e-05 -0.00173912 -0.00126548 -0.000338323 -0.0025314 -6.76735e-06 0.000285491 0.00078175 -0.000282275 0.00221792 -0.000580897 -0.000484206 -0.000304751 -7.16337e-05
internal_weight=0 28.7484 36.9428 22.0424 33.9337 6.92642 3.34283 20.5038 6.70602 27.0073 11.614 10.7189 8.75499 7.10481 6.65799 19.8222 18.7741 15.3933 11.9958 6.92438 5.07137 1.3497 5.82364 5.17085 17.5333 6.10102 4.53542 16.474 15.6138 14.3143
internal_count=3121 943 2178 716 1781 104 51 603 227 1677 426 414 388 368 361 561 531 1251 750 297 453 82 228 189 477 217 268 446 424 405
is_linear=0
shrinkage=0.00336122


Tree=212
num_leaves=31
num_cat=0
split_feature=123 1456 1213 1 457 1456 133 475 13 15 52 403 151 132 42 33 1366 133 160 150 133 13 160 1 160 13 4 16 133 1
split_gain=2.20863 1.75291 1.92941 1.67205 1.59242 1.49331 1.3958 1.30806 1.11364 1.17533 1.08625 1.42115 1.0142 1.122 1.40968 1.26915 1.13225 1.19318 1.24205 1.57453 1.38774 1.12735 1.12412 0.995623 0.912505 0.870291 0.862077 0.835927 1.02067 0.821077
threshold=1.0000000180025095e-35 0.075120000000000006 -1.0000000180025095e-35 0.13146500000000003 0.080930000000000016 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.086004999999999984 -0.041739999999999992 -0.074054999999999996 -0.23798499999999997 -0.080719999999999986 -0.5145249999999999 0.079970000000000013 -1.0000000180025095e-35 -0.0066799999999999993 -1.0000000180025095e-35 0.10722500000000001 -0.080719999999999986 -1.0000000180025095e-35 -0.25159999999999993 -0.033284999999999988 0.09389500000000002 0.080000000000000016 0.35004500000000011 -0.53104499999999988 0.27834500000000006 -0.25582999999999995 0.15630500000000003 0.086105000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 7 4 5 -4 -2 -1 -5 -10 24 26 -13 14 27 -16 -17 18 19 -18 -20 23 25 -15 -7 -22 -12 -14 -29 -6
right_child=6 -3 3 8 29 10 -8 -9 9 -11 11 12 13 21 15 16 17 -19 20 -21 22 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=0.0031749838350413704 -0.0015858542247091259 -0.0029807785699410218 -0.0029552097803657272 0.0032359177625218088 -0.00058893443449489769 -0.0027501871616404409 0.0019150765556019353 -0.002884983225706178 0.0029718979471336361 -0.00094986427185168323 -0.0029515036802664472 -0.0031159331254116888 0.00056226196756190862 -0.0031241024870699158 -0.0032646845302357909 -0.002987645035491255 0.0029091628976424112 -0.0029029776857612301 -0.0030895967340309458 -0.0017000888780618444 -0.0020294111753825571 0.0030464228876654949 -0.0011187821264793225 0.0025736395390361408 0.0026282666401518727 0.0014792114177210592 0.0031135609997677439 -0.0031062386384608726 0.0022658870551496941 0.0014513782566244085
leaf_weight=0.3244639337062839 1.1695082420483229 2.3621782395057371 2.286743084434419 1.6951422533020375 2.4698952608741811 2.6778574029449369 5.1156980977393678 3.6134178016800425 0.93580481922254 2.0122272036969653 2.3762214540038253 0.97879282338544982 0.92597649479284871 0.61320883268490456 0.96592421177775989 0.93590370984749682 0.74398587644100178 0.94893843168392678 0.72722891625018604 3.7015755653847178 0.62129331938923904 1.7414643033407617 1.8251360238064069 0.44048196170479059 0.29246233636513341 12.085395298898149 0.21348786819726218 2.8835585778579182 0.32938352413475502 4.9581782533787191
leaf_count=4 30 238 242 86 84 261 235 475 42 25 321 25 19 45 18 32 8 38 21 187 8 37 56 15 5 232 7 231 3 91
internal_value=0 -0.000542703 -0.000436688 -0.000284368 -0.000452163 -0.000689676 0.00126365 -0.00238567 0.0013687 0.000295035 -0.000545881 -0.000395402 -0.000220639 -0.00012454 -0.000307023 -2.24223e-05 0.000122638 0.000263579 0.000416075 -0.000928709 0.000807863 0.00161821 0.00100291 -0.000742234 -0.00222062 0.00130766 -0.00245152 -0.00185798 -0.0025555 0.000772958
internal_weight=0 56.6863 54.3241 50.3863 45.7431 38.315 6.28521 3.93788 4.64317 2.94803 36.0283 33.058 30.4682 29.4895 26.6943 22.5554 21.5895 20.6536 19.7046 4.44556 15.2591 2.79516 14.5318 1.05369 2.97032 12.7067 2.58971 4.13892 3.21294 7.42807
internal_count=3121 2856 2618 2139 1986 1811 265 479 153 67 1569 1303 975 950 853 600 582 550 512 195 317 97 296 60 266 240 328 253 234 175
is_linear=0
shrinkage=0.00289113


Tree=213
num_leaves=31
num_cat=0
split_feature=1 123 47 39 3 3 159 11 15 133 4 48 160 457 13 1 51 3 12 15 42 2 15 4 0 0 16 12 16 16
split_gain=7.35423 2.62267 2.59777 2.00944 1.85149 1.86234 1.75817 1.49619 1.71893 1.48527 1.48139 1.68832 2.55257 1.45789 1.40702 1.2941 1.00754 0.936581 0.90845 0.769063 0.709679 0.673382 1.02374 0.684431 1.37567 1.39876 1.00408 0.635344 0.628491 1.56235
threshold=0.104035 1.0000000180025095e-35 0.087885000000000019 0.085220000000000004 -0.11255999999999998 0.090900000000000009 0.083335000000000006 0.081790000000000015 0.024640000000000006 -1.0000000180025095e-35 -0.013514999999999998 0.12879500000000002 -1.0000000180025095e-35 0.082380000000000009 -0.42195999999999995 0.077845000000000011 -0.076794999999999988 0.16158000000000003 0.10911500000000002 -0.15026499999999995 -0.085499999999999979 0.092875000000000013 0.12961500000000001 0.018150000000000003 -0.10224499999999999 -0.10011499999999998 -0.15241499999999997 -0.095379999999999979 -0.083134999999999987 -0.084119999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 6 7 21 10 8 15 -3 -2 12 -12 14 -7 -1 -8 19 -14 -4 -21 22 23 26 -25 -26 -6 -11 29 -28
right_child=2 9 17 -5 5 13 16 -9 -10 27 11 -13 18 -15 -16 -17 -18 -19 -20 20 -22 -23 -24 24 25 -27 28 -29 -30 -31
leaf_value=-0.00038158547685650831 -0.0013357134611375343 -0.0016035885983651855 0.00030041100795696044 0.0017373539346899904 0.00053569614816373801 0.00019535843581953009 -0.00056192047295711438 -0.0018815968551157045 -0.0015341981460169985 -0.00040065972461813821 -0.0013298402446329672 -0.0018667508864793107 0.0017628188701143267 0.00049858763015755438 -0.0017197675099187596 0.0014041620664597353 0.0020599975341274806 0.00061278454448860395 1.3557185807643693e-05 -3.3627119126166249e-05 -0.0014513558985401204 -0.0019802428026586749 0.0010971114753000298 -0.0018584387028743924 0.0017759816678456232 -0.0010648212631197971 -0.0015067475836237241 0.001365486791894044 -0.0018705217494248514 0.001267150829073085
leaf_weight=3.8692274149507266 3.4067626195028451 1.3067463785409925 1.5131217837333668 3.3880027402192345 0.79906036518513701 2.064314428716898 0.73408524692058597 2.639713958837091 2.653851873241365 1.1166408918797968 2.0095953550189742 1.2976675033569334 3.7484432971104988 2.8685167003422976 4.8636088268831354 2.5390446744859219 2.2527888463810077 1.6017540115863074 1.6003902498632667 1.6259890627115945 7.4234578004106879 12.694983192719517 0.58183672651648422 2.632879450917244 1.121154895052314 1.5740005178377021 8.9378499686717969 2.4747428894042964 19.891604403965189 0.83905887417494796
leaf_count=50 77 21 20 174 13 16 10 75 77 18 25 8 103 30 81 39 86 27 27 12 122 542 7 40 10 40 395 56 898 22
internal_value=0 -0.00120455 -7.49644e-05 0.000385004 -0.00130001 -0.00144037 8.05625e-05 -0.000593892 -0.000218795 0.000170749 -0.000250007 0.000177292 0.000537762 -0.000666649 -0.00114912 0.000325952 0.00141561 -0.000772149 0.00123943 -0.000982166 -0.00119662 -0.00159483 -0.00146033 -0.0015019 -0.000859214 0.000116921 -0.00161429 0.000816353 -0.0016722 -0.00126869
internal_weight=0 75.4688 30.6021 18.4377 70.5707 58.8689 15.0497 11.7018 9.06212 4.89813 12.0629 8.6561 7.35843 9.79644 6.92792 6.40827 2.98687 12.1643 5.34883 10.5626 9.04945 49.0724 36.3774 35.7956 5.32803 2.69516 30.4676 3.59138 29.6685 9.77691
internal_count=3121 2430 691 510 2335 2094 336 241 166 95 240 163 155 127 97 89 96 181 130 154 134 1967 1425 1418 90 50 1328 74 1315 417
is_linear=0
shrinkage=0.00194363


Tree=214
num_leaves=31
num_cat=0
split_feature=1 159 52 0 1456 1213 475 51 14 403 151 16 2 133 43 12 47 124 48 14 48 12 40 3 3 160 15 15 12 16
split_gain=2.11866 1.26193 1.16434 1.24226 1.18158 1.14929 1.16228 1.12991 1.12392 1.06833 1.04461 0.968188 1.11654 0.923943 0.875857 1.02291 1.06065 1.01974 0.939174 1.06985 1.22213 0.865217 0.894938 0.891585 1.10537 1.29983 0.896652 0.908388 0.935872 0.860281
threshold=0.10060500000000001 -0.032739999999999991 -0.43320999999999993 -1.0000000180025095e-35 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.086004999999999984 -0.096089999999999981 0.062655000000000016 -0.081904999999999992 -0.5145249999999999 -0.54165499999999989 0.14753000000000002 -0.25159999999999993 -0.40263499999999991 -1.0000000180025095e-35 0.13148500000000005 -0.31141499999999994 -0.086869999999999989 -0.46885499999999997 0.11077000000000002 0.10711000000000002 -0.080519999999999994 -0.15121499999999996 0.092670000000000016 0.10210000000000001 0.088235000000000022 0.088655000000000025 0.091840000000000019 0.16703000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -2 4 -4 6 -3 -7 9 -9 -6 -12 13 -13 -15 17 18 -16 -17 -20 -21 22 -11 29 25 26 -25 -28 -29 -24
right_child=2 5 3 -5 10 7 -8 8 -10 21 11 12 -14 14 15 16 -18 -19 19 20 -22 -23 23 24 -26 -27 27 28 -30 -31
leaf_value=-0.0030824098731219987 -0.0033690759239747691 0.003609352679489179 -0.0036225110733874143 0.002992073370290779 -0.0032743704965556798 -0.0033826614334611636 -0.0032498492204992143 -0.0026102655945253223 -0.0034988514079814935 0.0024770810978954295 0.0037110781230718336 -0.0033957722416107301 0.0029333336040900781 -0.0030448878732098495 -0.0035031387855543415 -0.002801118951029359 -0.0025197840053316043 0.0027841916542288244 -0.0026626287257018413 0.0018626015003215082 -0.0012300847162259982 -0.0027467135602221209 0.003379283963168592 -0.00090862969143008906 0.0012063229591455806 -0.0035694290026786991 0.004098370658740292 0.0013216566543096137 -0.0023944753904236848 -0.00029465359954092301
leaf_weight=2.7623547154944381 0.89211532194167631 0.29862029850482974 0.83107553049922955 1.9903457290492905 0.80920611880720272 1.4914457530248899 2.9810536589939138 2.0407029958441916 1.2558903591707338 1.5195412933826578 1.0208957307040822 0.78160546440632472 1.7149000554345537 0.81437550950796556 0.31486121332272921 0.89781587943435681 1.5557454079389561 2.8398207034915837 0.90185307059437736 6.0767987077123724 1.8257109029218552 1.3154743064660568 1.4573511700146 11.886343066813419 3.9804996717721215 1.6070680504199106 0.78079306520521541 2.3353593684732918 1.0931583698838947 1.3480369173921642
leaf_count=334 97 4 30 110 16 181 464 297 57 40 36 20 95 11 6 9 23 148 14 147 24 68 28 535 51 104 12 79 63 18
internal_value=0 -0.000924637 0.000344466 0.000492529 0.000248475 -0.000756219 -0.00262531 -0.000565323 -0.000428096 -0.000296762 0.000413002 0.000572188 0.000391384 0.00011908 0.000299499 0.000488471 2.10113e-05 0.00215667 0.000428428 0.000757758 0.0011481 -0.000123975 8.68101e-06 -0.000144486 -0.000371986 -0.000726872 -0.000443058 0.000871635 0.000136795 0.00161389
internal_weight=0 38.1537 23.2671 22.375 20.3847 35.3913 3.27967 32.1117 30.6202 29.3643 19.5536 18.7444 17.7235 16.0086 15.227 14.4126 11.2579 3.15468 9.70218 8.80436 7.90251 27.3236 26.0082 24.4886 21.6832 17.7027 16.0957 4.20931 3.42852 2.80539
internal_count=3121 2335 786 689 579 2001 468 1533 1352 1295 549 533 497 402 382 371 217 154 194 185 171 998 930 890 844 793 689 154 142 46
is_linear=0
shrinkage=0.00331473


Tree=215
num_leaves=31
num_cat=0
split_feature=1213 31 4 151 480 403 1456 11 2 52 150 1375 475 12 52 403 1374 475 130 4 4 43 14 48 1 133 16 43 15 15
split_gain=1.86434 1.68631 1.51432 1.6734 1.38848 1.37725 1.40878 1.68538 1.35642 1.17915 1.20577 1.13178 1.07465 0.881018 1.17854 1.47828 1.02444 1.00177 0.800787 0.941246 1.06426 0.999838 0.795278 0.95919 0.755635 0.752067 0.837622 2.16138 0.895487 0.945775
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 0.27044500000000005 -0.27559499999999998 0.084710000000000021 -0.083259999999999987 -1.0000000180025095e-35 0.082245000000000013 0.088225000000000012 0.19022000000000003 -0.050224999999999992 -1.0000000180025095e-35 -0.086004999999999984 -0.12529499999999996 0.13796000000000003 0.10301500000000001 0.095680000000000015 -0.08459499999999999 -1.0000000180025095e-35 0.24564500000000003 -0.083854999999999985 -0.032879999999999993 -0.46885499999999997 0.14257500000000004 0.13146500000000003 -0.11008499999999999 0.15891500000000003 -0.17390999999999998 0.095175000000000023 -0.0058549999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=12 -2 4 -4 5 -3 -7 8 11 13 -11 -8 -1 -10 15 16 17 -15 -13 20 21 -20 -5 -24 -22 -19 28 -28 29 -27
right_child=1 2 3 22 -6 6 7 -9 9 10 -12 18 -14 14 -16 -17 -18 25 19 -21 24 -23 23 -25 -26 26 27 -29 -30 -31
leaf_value=0.0033379582262637992 0.0033896279266679538 -0.0027896153122226632 -0.0031221968153743031 -0.00082397401793431798 -0.0031663570782220194 -0.0024547499947110731 -0.0033867922051066582 -0.0030817277146036643 -0.0028545257998241176 0.0035597527660007119 -0.0029893331526061532 -0.0025534953023158341 -0.0030528622061197783 -0.0021377359504088978 0.0036308504854541119 -0.0035333026181195966 -0.0029899934593252777 -0.001989348403702562 0.0038894319049119926 0.0029701667958548323 -0.0012848118625033325 -0.00079658218743910677 0.0022381359408772173 -0.0023831602220191371 0.0013493933838932656 0.0010938570969304992 0.003527477736874134 -0.0012702678975663006 -0.00097226150178275227 0.0029430390260942762
leaf_weight=0.27237875759601626 1.1897706936579187 2.2574217310175291 0.87856152653694142 1.2679516933858392 1.8563211413566012 2.7386388254817566 1.4314268671441812 1.8022545375861216 0.66811183746904035 0.32301150262355793 1.5975656039081503 1.5672776545397908 3.2768210326321414 0.99373669805938192 1.2759561939164985 0.80674695316702028 0.67822182783856888 0.74196581565775943 0.94963368447497487 0.83186129480600435 7.2225479017943162 0.80328052677213679 5.4490835610777122 0.46596363745629776 1.2159893708303569 6.0696442255284717 1.2398693049326537 3.2491973794531068 1.1488918461836863 4.682931953109791
leaf_count=4 86 319 15 36 210 245 62 112 15 3 110 68 487 49 19 32 17 70 16 7 382 34 259 8 13 195 18 116 30 84
internal_value=0 -0.000251139 -0.000331038 0.000905225 -0.000546979 -0.000437209 -0.000310888 -0.000161492 -2.11372e-05 0.000433285 -0.00188788 -0.000781936 -0.00256241 0.0006401 0.000751882 0.000564569 0.000740375 0.000879953 -0.00048579 -0.000191807 -0.000449898 0.00174205 0.00139782 0.00187409 -0.000905224 0.00105499 0.0011928 5.48578e-05 0.00162201 0.00189921
internal_weight=0 55.4038 54.2141 8.06156 46.1525 44.2962 42.0388 39.3001 37.4979 23.4759 1.92058 14.022 3.5492 21.5553 20.8872 19.6112 18.8045 18.1262 12.5906 11.0233 10.1915 1.75291 7.183 5.91505 8.43854 17.1325 16.3905 4.48907 11.9015 10.7526
internal_count=3121 2630 2544 318 2226 2016 1697 1452 1340 758 113 582 491 645 630 611 579 562 520 452 445 50 303 267 395 513 443 134 309 279
is_linear=0
shrinkage=0.00309151


Tree=216
num_leaves=31
num_cat=0
split_feature=1 52 47 159 0 0 14 1 16 50 48 48 128 4 52 2 3 159 160 43 3 132 15 3 150 484 133 13 48 4
split_gain=4.14045 1.82726 1.83728 1.51575 1.59405 2.48503 1.70138 1.60237 1.45578 1.4299 1.54934 1.54707 1.69362 1.15049 2.24503 1.31822 2.18654 1.8096 1.1171 0.975892 1.73786 1.20309 1.14417 0.968814 0.957895 1.0193 1.00907 0.994224 0.948277 2.09041
threshold=0.10060500000000001 -0.43320999999999993 0.090100000000000013 -0.032739999999999991 -0.060129999999999996 -0.10011499999999998 0.062655000000000016 1.0000000180025095e-35 -0.51370499999999997 0.11843500000000001 -0.089099999999999999 0.12879500000000002 0.086435000000000012 -0.49405499999999997 0.10347000000000002 0.10731 -0.116045 0.090485000000000024 -0.40698999999999991 -0.083134999999999987 -0.084074999999999997 0.12527000000000002 0.083935000000000023 -0.076669999999999988 -1.0000000180025095e-35 -1.0000000180025095e-35 -1.0000000180025095e-35 0.0061450000000000003 0.086260000000000017 0.0052350000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 9 -1 5 6 7 8 -5 10 -3 12 18 14 -6 17 -17 -15 -12 20 21 -7 23 -22 -4 -26 -27 -28 -9 -30
right_child=1 2 24 4 13 19 -8 28 -10 -11 11 -13 -14 15 -16 16 -18 -19 -20 -21 22 -23 -24 -25 25 26 27 -29 29 -31
leaf_value=-0.0022571941003164718 -0.0024121440649081875 -0.0013294176607337802 -0.0023186501042599247 0.0014186949860484196 -0.002282008981042187 -0.0021570568491550996 -0.0024953433926937492 0.0011761882815096642 -0.0020038387062126023 -0.0018213116863436615 -0.0016189355066272659 -0.00062828634639092477 -0.001630527256041295 0.0023388895435568816 0.0014438237654207293 0.0018633663770837123 -0.0025661249420936916 -0.00087236723726830318 0.0019333600772729023 -0.0019621483019365525 -0.0024209493789895844 0.0027728020303904133 0.0027005919233379339 0.0012064508203152662 -0.0019941645656395986 -0.0014403384817432714 0.0013425238897110678 -0.00086046353290689874 -0.0023469021647400347 0.0013061065357338961
leaf_weight=3.828766467049717 1.3191732955165232 1.396473634056753 1.2534186132252205 0.8937960145995002 2.53980112541467 3.7577085490338504 1.6622864068485785 5.6273454017937166 3.0277936295606174 1.0250972770154465 0.51293542608619169 2.073183541186153 0.86244953423738557 3.2335783066228014 1.3891817480325697 1.0536916367709639 1.4993051858618853 1.3946574451401827 11.795417008921499 11.648849865887319 0.78445489378646027 0.29656680347397912 0.96824844041839231 0.85384185798466128 1.3429015954025079 1.5454583298414935 3.9735042257234454 1.5938057824969289 1.6205417755991223 1.8776636328548191
leaf_count=334 97 22 19 12 72 321 73 74 122 26 9 24 15 43 7 11 86 23 427 1017 58 7 17 16 46 20 63 18 22 20
internal_value=0 0.000296682 0.00042722 -0.000834967 -0.000711571 -0.000971358 -0.000250123 3.59318e-05 -0.00122379 0.000879795 0.00104619 0.00126382 0.00156165 6.05049e-05 -0.000964656 0.000621389 -0.000737953 0.00137122 0.00178532 -0.00155078 -0.000831344 -0.00179644 0.000669789 -0.000530433 -0.000396235 -0.000111267 0.000244227 0.000711854 0.00057728 -0.000386148
internal_weight=0 28.6938 27.3746 47.9581 44.1293 33.0191 14.7094 13.0471 3.92159 17.6656 16.6405 15.244 13.1708 11.1102 3.92898 7.18123 2.553 4.62824 12.3084 18.3097 6.66082 4.05428 2.60655 1.6383 9.70909 8.45567 7.11277 5.56731 9.12555 3.49821
internal_count=3121 786 689 2335 2001 1759 323 250 134 523 497 475 451 242 79 163 97 66 436 1436 419 328 91 74 166 147 101 81 116 42
is_linear=0
shrinkage=0.00235641


Tree=217
num_leaves=31
num_cat=0
split_feature=1 12 0 0 43 39 16 48 50 2 14 4 43 1 16 40 3 0 132 160 4 42 130 51 0 42 48 160 42 47
split_gain=5.72457 2.45969 2.26821 2.61059 1.92294 1.83564 2.14695 1.99615 2.56798 1.89805 1.82887 1.81598 1.87692 1.74113 1.98201 1.41444 1.38311 2.00906 1.52398 1.43686 1.49555 1.28076 1.17761 1.16669 1.07995 1.07577 1.04115 0.972077 1.22067 1.3095
threshold=0.10089500000000001 -0.064509999999999984 0.041630000000000007 -0.10011499999999998 -0.083134999999999987 0.15619500000000003 0.071345000000000006 0.11951500000000001 0.11534500000000002 0.11548000000000001 0.062655000000000016 -0.49405499999999997 -0.45785999999999999 1.0000000180025095e-35 -0.51370499999999997 0.27326500000000004 -0.084074999999999997 -0.077999999999999986 0.081465000000000024 0.092070000000000013 -0.025314999999999994 0.085465000000000013 0.15486500000000003 0.13095500000000002 -0.18901999999999997 0.15665000000000004 0.086260000000000017 -0.079009999999999983 -1.0000000180025095e-35 0.096475000000000019
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 15 3 10 16 6 7 8 9 27 13 12 -4 14 -1 -2 17 -5 21 20 -18 -19 25 -9 26 -6 -15 -3 -29 -30
right_child=1 5 11 4 22 -7 -8 23 -10 -11 -12 -13 -14 24 -16 -17 19 18 -20 -21 -22 -23 -24 -25 -26 -27 -28 28 29 -31
leaf_value=0.0011507902116514549 0.001444515457304814 -0.00070721856909359952 0.0010900250547680001 -0.001769784621892014 -0.0015603416582434851 0.002034497477622054 -0.00098669040707446086 -0.0016538500032400811 -0.0018411929093061111 0.0017272427002309751 -0.0018195802252035773 0.00085099677076353505 -0.0014106840957948117 0.00061961108437780786 -0.0015388457790323786 -0.0014200130949107879 0.0010580199641648572 -0.0018051767306310233 0.0021834099421156996 0.0020335833628268847 -0.0014901898351461823 0.00080779225643877472 0.0014483569542560702 0.00029463139747488119 0.0009041422380696607 0.0013541464308262834 -0.00083461638498095417 -0.00073375389789488157 0.0014311354496224433 -0.00047862783852496688
leaf_weight=1.0481382571160791 6.0096779679879537 2.2065606266260183 1.2629527784883974 4.0996812931261957 18.541537539567813 1.2786030834540714 6.0004172828048459 2.3807386253029104 1.2879931805655349 3.9014269718900314 2.0247660949826232 4.9081413624808174 3.0755235329270363 2.6406708527356386 3.7105146497488013 0.56230599246919144 1.2493620514869692 1.2441225270740695 0.76991943223401893 1.0440454045310614 1.5264390683732911 1.0169429555535314 0.41264176834374566 1.4905928187072275 4.9274152163416129 0.38564280793070693 3.3086262997239828 1.6075972821563516 4.4022592501714843 1.4153458457440136
leaf_count=12 245 30 9 297 1305 25 162 31 36 112 81 67 64 33 129 7 38 67 15 15 76 14 12 20 71 4 32 17 84 11
internal_value=0 0.000255508 -0.000651835 -0.000802869 -0.00111058 1.66537e-05 -8.78305e-05 0.000200709 0.000489163 0.00071095 -0.000275089 0.000131385 -0.000682715 -7.50787e-05 -0.000946428 0.00119942 -0.000532264 -0.000981519 8.46812e-05 0.000306379 -0.000343265 -0.000629961 -0.00143803 -0.000903619 0.000306144 -0.00150096 -0.000189139 0.000299291 0.000598398 0.000966515
internal_weight=0 32.5435 57.1971 47.9505 30.2903 25.9715 24.6929 18.6925 14.8212 13.5332 17.6601 9.24662 4.33848 15.6354 4.75865 6.57198 10.9505 7.13067 3.03098 3.81985 2.7758 2.26107 19.3398 3.87133 10.8767 18.9272 5.9493 9.63176 7.4252 5.81761
internal_count=3121 780 2341 2201 1843 528 503 341 290 254 358 140 73 277 141 252 522 393 96 129 114 81 1321 51 136 1309 65 142 112 95
is_linear=0
shrinkage=0.00172713


Tree=218
num_leaves=31
num_cat=0
split_feature=1 52 403 51 52 0 13 1456 1213 484 1 11 39 47 376 151 132 3 2 52 50 43 4 16 0 150 42 4 4 1
split_gain=1.79951 1.13793 1.0698 1.13303 1.04269 1.10682 1.04148 1.03266 0.994305 1.02231 0.915491 0.911956 0.896636 1.24363 0.919761 0.958108 0.888966 0.977661 0.90725 0.911963 0.849228 0.924845 1.01835 0.821738 0.797129 1.17222 0.776168 1.18501 1.25081 1.46845
threshold=0.10060500000000001 0.19022000000000003 -1.0000000180025095e-35 -0.096089999999999981 -0.43320999999999993 -1.0000000180025095e-35 -0.10664 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.0068949999999999992 0.094465000000000007 0.081790000000000015 0.16946000000000003 0.13148500000000005 1.0000000180025095e-35 -0.40381499999999992 -1.0000000180025095e-35 -0.11255999999999998 0.11585500000000001 0.14295500000000003 0.11843500000000001 -0.27207999999999993 -0.033174999999999989 0.25084500000000004 -0.23091999999999999 0.092390000000000014 0.096235000000000015 0.033845000000000007 0.24564500000000003 0.111945
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 6 -4 -2 7 -1 -6 -5 10 -10 16 13 14 15 -9 -11 -18 19 24 21 -17 -23 -3 -19 -26 27 -24 -29 -30
right_child=4 23 3 8 5 -7 -8 12 9 11 -12 -13 -14 -15 -16 20 17 18 -20 -21 -22 22 26 -25 25 -27 -28 28 29 -31
leaf_value=0.0011556319377226361 -0.0029089856561565993 -0.0029586802929592736 -0.0029174703711940223 -0.0028978333634424071 -0.0030972436112277932 0.0025242709377684808 -0.0024840794140399223 -0.0028585171250237657 -0.0029269759375047727 -0.0031265847417181187 0.0024213267030158527 -0.002637774609723672 0.0032629687765224936 -0.0017281713410499235 0.0029731058244424576 -0.0029303906553792363 0.0015452072838740469 0.0020058554160694146 -0.002727895585023659 0.0032122332917747165 -0.0021818188721404799 -0.0012353758329595372 0.0027365046767125157 0.0031210305440685679 3.4377751362422753e-05 -0.0026063319027744606 0.0034803659675663417 -0.0019857626982837757 -0.00040087316943635372 0.0025342977592269383
leaf_weight=0.7740382240153848 0.80640532635152595 2.5467233718372877 1.3947599867824489 1.1335682580247581 0.74610058264807833 1.8549212592188222 3.8793623344972721 0.74550555460155621 1.7205860959366064 0.6714506875723768 0.31003323895856727 1.026059589581563 0.82338276226073404 2.3684411142021409 1.1440787247847755 0.55953305587173119 3.794134754687561 1.4373612441122734 0.98339238250628014 0.74013456888496776 0.91897284379229027 1.6761389104649502 2.2145314919762118 0.19655773113481689 14.132972595514685 1.5290219695307303 1.0714090568944801 1.5017461772076783 3.0237592775374651 2.603697657585144
leaf_count=22 97 277 194 182 30 110 675 15 247 74 5 35 23 44 77 9 60 15 18 8 34 32 85 3 421 99 40 24 51 115
internal_value=0 -0.000749031 -0.000603874 -0.000398423 0.000288667 0.00041 -0.00187866 0.000207817 -0.000270562 -0.000157517 -0.0021104 5.57758e-06 0.000340029 0.000205032 0.000501207 0.000303653 0.00012204 0.000218485 -4.89429e-05 9.87329e-05 0.000477378 0.000670546 0.000837182 -0.00252307 -3.60329e-05 -0.000223425 0.00117072 0.000905887 0.000337245 0.000957164
internal_weight=0 36.2702 33.5269 28.8735 22.0586 21.2522 4.6534 19.3973 27.4787 26.3451 2.03062 24.3145 18.6512 17.8278 15.4594 14.3153 23.2885 22.617 18.8229 17.8395 13.5698 12.6508 12.0913 2.74328 17.0994 15.662 10.4151 9.34373 7.1292 5.62746
internal_count=3121 2335 2055 1358 786 689 697 579 1164 982 252 730 549 526 482 405 695 621 561 543 390 356 347 280 535 520 315 275 190 166
is_linear=0
shrinkage=0.00286495


Tree=219
num_leaves=31
num_cat=0
split_feature=12 4 13 1 3 15 132 14 52 47 48 3 52 41 11 16 457 1374 1 130 133 13 13 150 51 47 1 394 1 4
split_gain=8.11754 3.72856 3.51592 3.20919 2.19951 2.15703 2.03192 1.95403 1.47607 1.45651 1.50709 1.44618 1.38028 1.47397 1.34405 1.31886 1.29564 1.38064 1.13934 1.12477 1.09086 0.853355 1.13018 0.849611 0.830796 0.939317 0.893445 0.8165 0.786233 0.749962
threshold=0.051320000000000005 0.36766000000000004 -0.0044799999999999987 1.0000000180025095e-35 0.14121000000000003 0.17980000000000004 0.087955000000000019 0.019675000000000002 -0.085984999999999992 0.081320000000000017 0.10396500000000002 -0.10023499999999998 -0.15275999999999998 0.078475000000000017 0.087830000000000005 -0.0083599999999999976 0.082380000000000009 -0.26569999999999994 0.104035 -0.082549999999999985 -0.047229999999999987 -0.094514999999999988 -0.095539999999999986 0.097810000000000022 0.092235000000000011 0.092710000000000015 0.111945 -0.50204999999999989 0.10312500000000001 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 3 -1 5 11 8 9 18 -5 -11 12 -2 15 -3 28 24 -18 -4 20 -13 22 -21 -19 25 26 29 -23 -14 -10
right_child=1 14 6 7 -6 -7 -8 -9 16 10 -12 19 13 -15 -16 -17 17 23 -20 21 -22 27 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0013279941353447197 -0.0019841292392308307 0.0018658808826299024 -0.0019613145606182207 0.0019152552965702675 0.00062887130249355346 0.00065791992708477828 0.0018875521742961678 -0.0016956167151902001 0.00031524881662634897 -0.00038602475550192648 0.0020335255487627418 0.0015380087453384509 -0.0013412245751342642 -0.0020128689612074983 -0.0001657492070365115 0.00068137002949397285 -0.00082221031135611871 0.00057412308790265754 -0.0002111174717325272 -0.0011713129633155589 -0.0014159341695298925 0.00071333405661806975 0.0012961740880261725 0.0023458524038855837 -0.0013033870579266264 -0.0010205104265783311 0.001301805805101579 -0.0016655406700281632 0.00066205839686474645 -0.00088196172880161867
leaf_weight=1.9795707659795869 2.3154073329642406 2.077233735471963 3.1221210686489966 8.3558016838505811 2.7147451862692824 2.3301363810896865 1.609716897830366 0.75802306085825044 4.8829775974154517 2.5157339982688436 1.4953382965177295 0.8994955625385046 2.8800255982205258 1.6200166717171658 2.7659534700214863 4.472843836992979 1.6060495302081106 2.5403314698487511 2.3941135182976723 3.9688573535531759 0.92259253468364366 0.53559045493603008 0.81515215151011133 1.611612159758806 2.8773783091455689 3.5186491403728715 1.9062230624258507 28.288456300273545 0.94890351220965374 3.1268913391977593
leaf_count=46 103 43 84 288 22 21 26 9 47 26 31 10 88 49 36 69 13 31 30 102 40 10 18 28 43 38 39 1682 7 42
internal_value=0 -0.000897096 0.000189817 0.000937404 -0.00104435 -0.00113521 -0.000196944 0.00127908 -0.000318578 0.00146142 0.00051599 -0.00122286 -0.000657162 -0.000347493 0.000705613 -2.25096e-05 -9.78478e-05 0.000680542 -0.00120171 -0.00141824 4.2315e-05 -0.00149743 -0.000750875 0.00126183 -0.000372611 -0.000173262 0.000127377 -0.00162134 -0.000844761 -0.000152118
internal_weight=0 57.5554 44.3005 15.1045 52.7122 49.9975 29.1961 13.1249 27.5863 12.3669 4.01107 47.6673 12.2372 9.92179 4.84319 8.30177 22.0701 5.75799 5.51623 35.4301 1.82209 33.6081 4.78401 4.15194 16.3121 13.4347 9.91609 28.824 3.82893 8.00987
internal_count=3121 2300 821 400 2221 2199 421 354 395 345 57 2178 316 213 79 164 281 72 114 1862 50 1812 120 59 209 166 128 1692 95 89
is_linear=0
shrinkage=0.0019087


Tree=220
num_leaves=31
num_cat=0
split_feature=1 123 3 3 47 11 52 52 15 457 13 159 151 48 50 133 2 2 9 48 16 160 43 16 1 43 129 13 1212 151
split_gain=6.01965 2.53205 2.14686 2.2551 1.92826 1.7627 1.62012 1.63377 1.47732 1.47485 1.64845 1.33938 1.30286 1.36598 1.38914 1.19625 1.14516 1.52549 1.5258 1.34985 2.01908 1.28649 1.26744 1.05565 1.69532 1.13527 0.970806 1.2313 0.947713 0.93579
threshold=0.104035 1.0000000180025095e-35 -0.11255999999999998 0.090900000000000009 0.087885000000000019 0.081790000000000015 -0.24456499999999998 0.13796000000000003 0.079055000000000014 0.082380000000000009 -0.42195999999999995 -0.094234999999999985 -0.29526499999999994 -0.089099999999999999 0.10965000000000001 -1.0000000180025095e-35 0.092875000000000013 0.088225000000000012 -0.036024999999999995 0.084170000000000009 -0.083134999999999987 0.083670000000000008 -0.17390999999999998 -0.061854999999999993 0.13210500000000003 -0.023869999999999995 0.08888500000000002 -0.099939999999999987 -0.47386499999999993 0.08357500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 16 6 8 -2 12 -1 10 -5 -9 -8 -14 -15 -3 17 18 -4 20 26 -21 -20 24 25 -6 27 -19 -24 -18
right_child=4 15 3 9 23 -7 7 11 -10 -11 -12 -13 13 14 -16 -17 29 19 22 21 -22 -23 28 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00068313530734526195 -0.0010613701006963521 -0.0013903528123083175 0.0026150791619241284 0.00068552753433516293 0.00084680995430519131 -0.001697492070834492 -0.0015046275371998449 0.00083798599568824059 -0.001434566450363758 0.0010197563096322007 -0.0014402841937645394 -0.0019011193179411363 -0.00070603689305555567 0.0017350863326098963 -0.00060866527122035584 0.0011226939992734267 -0.0020576552357586065 0.0015267923303366672 0.00059406144956521058 -0.00064874285494854978 -0.0020540049094976216 0.0021344037500072308 0.0011851475825902615 -0.0010811261230201596 0.0019673107355815244 -0.0011052472345870522 0.0018630558341291223 -0.0020314939932950691 -0.0016564700809050805 0.00068773770364761555
leaf_weight=7.3620621198788267 1.7831301568076039 0.91920196078717697 0.36894675344229355 2.1933610960841179 1.8566548544913528 2.1210546558722845 0.66681845672429041 1.4831853751093151 1.5678129959851501 2.8274580333381891 4.1195449652150256 1.3273334950208653 1.1775622684508604 11.194129101932043 1.088767617009579 3.8823418989777556 8.2198462667874956 0.63438416365534067 1.1173723954707409 1.2339026331901553 2.8732853913679701 1.381129367277026 0.47310517821461573 4.2741486355662328 1.5862645674496887 3.1562917260453105 1.0183882834389804 0.95751948282122634 17.311835763510313 0.51785149984061796
leaf_count=102 54 21 3 16 27 75 8 27 64 30 81 17 16 369 19 74 532 11 26 48 193 12 18 91 26 37 12 60 1042 10
internal_value=0 -0.000739183 -0.000856945 -0.00104811 0.00034925 -7.42309e-05 0.000734594 0.000923664 0.000311332 -0.000169182 -0.00070169 -0.000455621 0.00119806 0.00133195 0.00152733 0.000641599 -0.0012706 -0.00107128 -0.00137444 -0.000349893 -0.000908358 0.000821176 -0.00145231 -0.000314205 0.000182511 -0.00038226 0.000352716 -0.000613493 -0.00158088 -0.00189495
internal_weight=0 61.1004 56.2989 45.2479 29.5943 11.0509 18.7209 16.9378 8.92988 9.14036 6.31291 2.81052 14.1273 13.4605 12.2829 4.80154 36.1076 27.3699 19.2713 8.09861 5.48358 2.61503 18.9023 10.8734 6.59921 5.01295 2.61029 1.5919 17.7849 8.7377
internal_count=3121 2430 2335 2094 691 241 510 456 166 127 97 44 412 404 388 95 1967 1425 1089 336 276 60 1086 181 90 64 83 71 1060 542
is_linear=0
shrinkage=0.00198085


Tree=221
num_leaves=31
num_cat=0
split_feature=123 1456 1213 1 457 133 1456 475 42 48 474 4 11 3 15 403 52 3 16 52 12 3 150 0 15 43 2 1375 1 48
split_gain=1.79888 1.54178 1.55239 1.42512 1.34566 1.21006 1.1839 1.08398 0.88426 0.863862 0.889146 1.30546 1.14244 1.20121 1.31045 0.981013 1.02081 0.94319 0.885943 0.99074 0.99737 0.948779 1.02811 1.28573 1.39859 1.20171 0.846456 0.812065 1.10655 1.0515
threshold=1.0000000180025095e-35 0.075120000000000006 -1.0000000180025095e-35 0.122185 0.080930000000000016 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.086004999999999984 -0.14899999999999999 0.11951500000000001 -1.0000000180025095e-35 0.50644500000000015 0.088215000000000002 -0.10519499999999998 0.050935000000000008 -1.0000000180025095e-35 0.19022000000000003 0.14121000000000003 0.22339500000000004 0.13389000000000004 0.10193000000000001 0.10542000000000001 0.087380000000000013 -0.10011499999999998 0.083935000000000023 0.031595000000000005 0.10882500000000002 -0.43169999999999992 0.086105000000000015 0.088965000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 7 4 6 -2 -4 -1 -7 10 -8 12 13 14 -12 17 18 -15 19 20 21 22 23 -17 -25 -26 -23 -6 29 -29
right_child=5 -3 3 -5 27 8 9 -9 -10 -11 11 -13 -14 15 -16 16 -18 -19 -20 -21 -22 26 -24 24 25 -27 -28 28 -30 -31
leaf_value=0.0037230951557679494 -0.0018631719809852109 -0.0035405507630069067 -0.0035047966396342927 0.0012143478856924568 -0.0016529051416410946 -0.0033142958639869862 -0.0042203482387304552 -0.0033759053073628012 0.0025612763621192442 -0.0034695322112810434 0.0017802231819821917 0.0036374448785017159 -0.0039508617407620463 -0.0035001733973810656 -0.0021181295569021211 0.0013631297841981023 -0.0028968638766443647 0.0039630566304764544 -0.002334423571706626 0.0044645523978335561 -0.0038523189282853691 0.0042709146775123949 -0.0031109215792426161 -0.0028885879285451836 0.0017992295999127628 -0.0035930930814675518 -7.1918056848637114e-07 -0.002263252979195815 0.0025779561632730441 0.0025716445998082166
leaf_weight=0.27830360829830203 1.0956312986090777 2.0647125837858757 1.8949000893626351 6.0584181919693938 1.3132329545915125 0.32622827403247345 0.77838944573887303 3.0403323636855921 4.3814456893596789 1.2847273421939451 4.5525440955534675 0.88029722077771921 1.1702174940146495 2.3285382641479582 1.3180731253232805 4.6104238745756545 2.0261989010032257 0.21965868026018132 2.2409411056432864 0.56351767946034748 0.83029712596908289 1.0846773460507386 1.4147851725574572 2.6700908932834606 2.1837850671727215 0.63157585985027243 1.1152759129181502 1.4639054527506226 3.4598823264241219 0.83866545930504788
leaf_count=4 30 238 238 200 12 6 82 475 229 40 94 34 47 377 52 67 157 2 118 6 54 10 76 167 58 56 31 72 79 10
internal_value=0 -0.000624704 -0.000504899 -0.000343986 -0.000574961 0.00139567 -0.000860787 -0.00278058 0.00215412 -0.000703749 -0.000587702 -0.000492946 -0.000618495 -0.000478173 0.000904964 -0.000848609 -0.000584441 -0.00285683 -0.000314315 -1.46053e-05 -0.00018819 3.37046e-05 -0.000362243 2.29434e-05 -0.00110346 0.000589558 0.00210539 0.00079036 0.00134717 -0.000502238
internal_weight=0 52.3164 50.2517 46.933 40.8746 5.80331 33.7989 3.31864 4.70767 31.904 30.6193 29.8409 28.9606 27.7904 5.87062 21.9198 19.3716 2.5482 17.3454 15.1044 14.5409 13.7106 11.5107 10.0959 5.48545 2.81536 2.19995 7.07569 5.76245 2.30257
internal_count=3121 2856 2618 2139 1939 265 1766 479 235 1528 1488 1406 1372 1325 146 1179 800 379 643 525 519 465 424 348 281 114 41 173 161 82
is_linear=0
shrinkage=0.00344292


Tree=222
num_leaves=31
num_cat=0
split_feature=4 31 150 2 11 52 49 133 11 9 1456 39 4 475 15 49 1 51 52 0 43 43 0 1212 160 4 4 4 0 2
split_gain=1.63152 1.49271 1.42488 1.35981 1.40962 1.42882 1.27943 1.18942 1.00421 0.987203 0.984601 0.976562 0.97296 1.02752 0.945313 1.40503 1.29594 1.1989 0.958412 1.4273 0.920044 1.33849 1.21955 1.04739 1.01692 0.856036 0.852597 1.33982 1.01193 0.898951
threshold=0.27044500000000005 -1.0000000180025095e-35 -1.0000000180025095e-35 0.088225000000000012 0.081790000000000015 0.19022000000000003 0.51130000000000009 0.18829500000000002 0.088710000000000011 0.091600000000000015 -1.0000000180025095e-35 0.16946000000000003 0.033845000000000007 -0.08459499999999999 0.088655000000000025 -0.039339999999999993 0.094090000000000021 0.08955500000000001 -0.088204999999999992 -0.019414999999999998 -0.074359999999999996 -0.076124999999999984 -0.11991499999999998 -0.47386499999999993 0.083670000000000008 -0.51843499999999987 -0.083644999999999983 -0.084369999999999987 -0.10474999999999998 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -2 9 5 7 -7 10 -4 11 -5 20 13 -12 16 -16 17 18 19 -15 21 26 24 -24 -22 -20 27 -3 -28 -30
right_child=2 3 8 4 -6 6 -8 -9 -10 -11 12 -13 -14 14 15 -17 -18 -19 25 -21 22 -23 23 -25 -26 -27 28 -29 29 -31
leaf_value=0.0036466375970834854 -0.0022178315020042359 -0.00081961974825600029 0.0022371851414972857 -0.0034700978861347469 -0.0034305967116711805 -0.0032418135533444194 0.003775874523835892 -0.0035265064256460661 -0.00094354227344497523 0.0022472591785324797 -0.0024952581630853779 0.0040741038783448568 -0.00085041414560673963 -0.0034111952817198446 0.0015032283325899327 -0.0033819218511597715 0.0029228513730560151 -0.0025448987217736598 -0.00068964213994425049 0.0021957995498750773 0.00040038287026454268 0.0046519582634377797 0.002747652405808845 -0.003327511798591822 -0.0035866492003786676 0.0022973013208103582 0.0012094868065346037 0.0054690702028529822 0.0034397593641225842 -0.0029132040776218603
leaf_weight=0.87227641185745497 1.2551326518878339 1.4781734028365461 5.3442523791454724 0.70775403361768852 1.4076911751180876 2.2671488267369564 0.3203388676047324 0.89052999974228342 1.3416035296395419 0.78337085247039695 0.9485151404515112 0.33101088367402454 4.7409512272570273 1.0886351466178892 1.3409136096015575 1.2101259354967613 4.0631822277791789 1.0846925419755269 1.2851232830435178 0.89273258578033754 2.5670548351481606 0.46544087817893043 0.32140701054595933 6.6571029797196308 0.94579651486128558 5.3609769064932644 0.9709347439929833 0.48648664075881232 0.25655089318752278 3.8800435259472588
leaf_count=48 28 114 306 86 105 188 3 128 31 16 56 3 182 97 23 141 143 36 10 14 64 8 18 709 19 130 15 5 17 378
internal_value=0 -0.00061364 0.000995663 -0.000693125 -0.000226348 -5.41989e-05 -0.002373 0.000199881 0.00159893 -0.00136633 0.000345917 -0.00152051 0.000468592 0.000830582 0.0010238 -0.00081412 0.00136417 0.000712075 0.00112156 -0.000884886 -0.00162323 -0.000747218 -0.00225261 -0.00304771 -0.000673082 0.00171973 -0.00110255 0.000737578 -0.00181038 -0.00251919
internal_weight=0 47.625 7.94099 46.7527 27.6093 26.2016 2.58749 23.6141 6.68586 19.1434 22.7236 18.36 22.0158 17.2749 16.3264 2.55104 13.7753 9.71216 8.62747 1.98137 18.029 7.53763 10.4914 6.97851 3.51285 6.6461 7.07219 1.96466 5.10753 4.13659
internal_count=3121 2756 365 2708 1342 1237 191 1046 337 1366 918 1350 832 650 594 164 430 287 251 111 1347 537 810 727 83 140 529 119 410 395
is_linear=0
shrinkage=0.00328694


Tree=223
num_leaves=31
num_cat=0
split_feature=123 1456 1213 1 457 1456 475 133 13 15 1425 4 11 403 13 1365 157 14 1374 132 124 33 42 43 16 129 1 51 47 1374
split_gain=1.47133 1.38819 1.29865 1.14085 1.08851 1.10085 0.986138 0.983968 0.889083 0.982154 0.801572 1.19397 1.10454 1.00981 0.911278 0.830074 0.907756 0.826615 0.82703 0.849724 0.80719 0.833775 0.9 0.975738 1.02141 0.861392 1.0515 0.869817 0.711546 0.690409
threshold=1.0000000180025095e-35 0.075120000000000006 -1.0000000180025095e-35 0.13146500000000003 0.080930000000000016 -1.0000000180025095e-35 -0.086004999999999984 -1.0000000180025095e-35 -0.041739999999999992 -0.074054999999999996 1.0000000180025095e-35 0.50500500000000004 0.088215000000000002 -1.0000000180025095e-35 -0.15416999999999995 1.0000000180025095e-35 -0.083944999999999978 0.076175000000000007 0.097240000000000007 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.0066799999999999993 0.091735000000000025 -0.50216499999999986 -0.090344999999999995 -1.0000000180025095e-35 0.10538500000000002 -0.096089999999999981 0.13206500000000002 -0.064634999999999984
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 6 4 5 -4 -1 -2 -5 -10 11 12 13 14 -7 16 -15 18 19 -18 -21 -22 25 -24 -25 -23 27 -27 -9 -6
right_child=7 -3 3 8 29 10 -8 28 9 -11 -12 -13 -14 15 -16 -17 17 -19 -20 20 21 22 23 24 -26 26 -28 -29 -30 -31
leaf_value=0.0039995865450442886 -0.001852058876114424 -0.0038206920837242139 -0.0037771362116921308 0.0039740208428751481 -0.0013497957062165509 0.0026255983029693526 -0.0036094894723507748 0.0027168245174297653 0.0037613820269020346 -0.0012715065536280218 -0.0050202548870393405 0.0033552998369539289 -0.0040161137448761607 -0.0034380548684535524 -0.0037368909579623437 -0.0034313097455664953 -0.0038096419445377908 -0.0042309835548261145 -0.0041537222304456785 -0.0038272412167139063 -0.0034986404871020275 -0.0038991005377567328 0.0040372237127230086 0.00025259997462262235 -0.0040272523511295424 -0.003830066433169836 0.0029938943771847717 0.00085218367936568161 -0.0025482164988302634 0.0015106289449161156
leaf_weight=0.25929595530033145 1.0090199140831826 1.8037033141590644 1.6357902088202525 1.3891553082503381 1.5162539435550568 0.36512995231896672 2.6028689590748391 3.8740058306138954 0.77351513714529607 1.7542628608643998 0.56910708779469033 1.0396980536170293 1.3292640873696644 1.1287536509335243 2.1280735929031058 1.1373690366744984 0.70327074336822448 0.62835291144437988 0.61686547566205163 0.62257271818820115 0.70689580403272145 0.48630397487436283 0.44883926119655404 1.583646452054382 1.5063262695912256 0.57545038778338309 3.3131040309090158 12.080500271636813 0.39125896804034699 5.0895026335492721
leaf_count=4 30 238 242 86 34 8 475 226 42 25 56 45 57 124 396 46 89 25 16 13 18 37 5 39 117 59 80 339 9 141
internal_value=0 -0.000618644 -0.000493062 -0.000331989 -0.000523258 -0.000802299 -0.00292015 0.00145218 0.00158273 0.000268587 -0.00064517 -0.000563267 -0.000702028 -0.000544873 -0.0028051 -0.000324215 -0.000179387 -2.13343e-05 9.54813e-05 0.000214481 0.000347199 0.000472743 0.000613152 -0.00108914 -0.00183378 0.000979239 0.0011278 0.000639288 0.00223385 0.000854061
internal_weight=0 47.7939 45.9902 43.128 39.2111 32.6053 2.86216 5.27428 3.91693 2.52778 30.9695 30.4004 29.3607 28.0315 2.4932 25.5383 24.4009 23.2721 22.6438 22.0269 21.3236 20.7011 19.9942 3.53881 3.08997 16.4554 15.9691 12.656 4.26526 6.60576
internal_count=3121 2856 2618 2139 1986 1811 479 265 153 67 1569 1513 1468 1411 404 1007 961 837 812 796 707 694 676 161 156 515 478 398 235 175
is_linear=0
shrinkage=0.00372083


Tree=224
num_leaves=31
num_cat=0
split_feature=31 4 151 403 480 14 376 150 160 158 4 0 43 133 13 403 52 1373 403 42 15 33 1456 1374 0 52 131 48 2 376
split_gain=1.38449 1.25164 1.2537 1.1028 1.05465 1.00665 1.10476 0.993921 1.36155 0.975158 0.996309 1.57235 1.33753 1.03807 1.06649 0.971251 0.92513 0.848311 0.930538 0.964599 0.869672 0.884002 0.893626 0.920583 1.09536 1.27279 1.30641 1.41343 0.811301 0.76971
threshold=-1.0000000180025095e-35 0.27044500000000005 -0.27559499999999998 -1.0000000180025095e-35 0.084710000000000021 0.076175000000000007 0.048375000000000008 -0.22665999999999997 -0.098904999999999979 0.090905000000000014 -0.49013999999999996 -0.019414999999999998 -0.45785999999999999 -0.25159999999999993 -0.094514999999999988 0.092070000000000013 -0.04127999999999999 0.089210000000000025 0.10301500000000001 -0.11051499999999999 -0.11033999999999998 -0.0066799999999999993 -1.0000000180025095e-35 -0.094929999999999987 -0.099059999999999995 0.083680000000000018 0.10033500000000002 0.088965000000000002 0.091185000000000002 0.11430500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 16 5 6 7 -5 15 10 12 13 -10 -12 -15 -9 -2 18 19 -16 -21 -22 -23 -24 -25 26 27 -26 -27 -8
right_child=1 2 -4 4 -6 -7 29 8 9 -11 11 -13 -14 14 17 -17 -18 -19 -20 20 21 22 23 24 25 28 -28 -29 -30 -31
leaf_value=0.0034370632370264833 3.0533341342942587e-05 -0.0031109384924780542 0.0012881799720977449 0.0029843748015697964 -0.0032395526575083088 -0.0028046320950217093 0.0027479785808618745 -0.0032854039614775288 0.0024912734863697674 -0.0029693513193827918 -0.0032891634178393706 0.0021096009887240693 -0.0034559832715846473 0.001455432440172737 -0.0034615012485411981 0.0025238790232153608 -0.0032194855823318731 -0.0035582100286651458 -0.0032608302016082298 -0.0025031621182057678 -0.0034590194504593068 -0.0033547527267503798 -0.0017725186407019419 0.0020434788868137882 -0.0030940848858308743 0.0031545796747288876 0.0035563577107868435 0.0016685007045975017 -0.00043710689119043171 -0.00097894827309069686
leaf_weight=0.96417061472311516 1.2977219223976133 0.72942619118839491 6.3249995822552583 0.85430387314408918 1.3178668548353005 1.611107506090774 1.9789523021318012 2.4749172814190383 0.48587815463542972 1.3070250418968488 1.099656172329573 3.1741975808981904 1.7814842201769341 3.5954751414246848 0.81983560626396368 0.32918277522549022 2.7747819980140767 0.83962805336341162 1.0006430421490211 1.2156506711617208 0.60539551125841384 0.59121302794666952 1.4217527091968953 5.0653440374881091 2.4220364205538374 1.6256128842942419 0.52181189414113749 0.84979835175909091 1.0417681157123295 0.77989407489076246
leaf_count=86 84 15 312 12 183 74 66 227 4 112 130 63 117 106 58 10 644 28 112 58 16 87 36 71 262 46 12 33 42 15
internal_value=0 -0.000406904 0.000833312 -0.000610925 -0.000445872 -0.000347674 -0.000237355 -0.000398256 -0.000487811 -0.000286468 -0.000161932 1.49397e-05 -0.00218153 -0.000277761 -0.000124563 -0.00260343 -0.00218385 -0.000439806 -0.00028741 -0.000103523 7.57035e-05 0.000297341 0.000465302 0.000639726 0.000937271 7.0022e-05 -0.00111248 -0.00185709 0.00175182 0.00169442
internal_weight=0 49.9374 7.05443 42.8829 38.8104 37.4926 35.8815 33.1226 32.2683 29.4642 28.1572 25.8898 2.26736 22.7156 21.616 2.8041 4.0725 18.0205 17.1809 16.1802 15.3604 14.1447 13.5393 12.9481 11.5264 6.46103 3.79365 3.27183 2.66738 2.75885
internal_count=3121 3035 327 2708 1980 1797 1723 1642 1630 1393 1281 1160 121 1097 967 237 728 861 833 721 663 605 589 502 466 395 307 295 88 81
is_linear=0
shrinkage=0.00317731


Tree=225
num_leaves=31
num_cat=0
split_feature=1 0 150 14 1373 1425 4 1374 39 1 3 9 52 3 15 43 16 42 394 151 3 47 0 1 454 1212 132 15 16 151
split_gain=1.23711 1.46093 1.07865 1.26858 1.15885 0.952092 1.20488 0.934854 0.809659 0.81287 0.875364 0.894312 0.795734 0.76823 0.991572 1.10018 1.05471 0.812213 0.763784 0.738646 0.744973 0.688877 0.873957 0.923601 0.760733 0.713959 0.749818 0.645188 0.715986 0.63844
threshold=0.077565000000000009 -0.059114999999999994 0.081835000000000019 0.076175000000000007 0.10761000000000003 1.0000000180025095e-35 0.50996500000000011 -0.094929999999999987 0.16946000000000003 0.080585000000000004 0.16158000000000003 -0.036024999999999995 0.11434500000000002 -0.084074999999999997 0.083935000000000023 -0.082389999999999977 -0.51370499999999997 0.15665000000000004 -0.43358499999999994 -0.50641499999999995 0.11296500000000002 0.13148500000000005 -0.10607499999999999 0.13075500000000004 -1.0000000180025095e-35 -0.47386499999999993 0.087210000000000024 -0.094549999999999981 -0.056919999999999991 -0.086944999999999981
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 13 3 5 7 6 8 -4 9 -2 11 -11 -3 18 19 -16 -17 -18 -1 -15 -21 22 24 25 -13 -24 27 28 -27 -29
right_child=2 12 4 -5 -6 -7 -8 -9 -10 10 -12 21 -14 14 15 16 17 -19 -20 20 -22 -23 23 -25 -26 26 -28 29 -30 -31
leaf_value=0.0024487060044250789 0.0026766180204147211 0.00072078432026621809 -0.00080322757739548602 -0.0035415463453745241 -0.0035252961060855967 -0.0044279618490612382 0.0029373859683863753 0.0021236967675024093 0.0038271562216300953 0.0037594321552342548 0.0018700533598029359 -0.0025728284587977772 -0.0025816932180554321 0.003282584461441414 0.0036368201478240714 0.002475678974283245 -0.0034901351456281546 0.0034109877286329403 -0.0034189166691053893 -0.0032986048324158204 0.001272746586722977 -0.0025729873766875389 0.0039496382030687937 0.0018361493195327391 0.00093167252904031289 0.0008562837012415324 0.0016963755162304006 0.0016353430422998839 -0.0027720408638797871 -0.0032629212134286946
leaf_weight=0.26850027358159456 0.96676575392486697 5.346107135526835 1.5669163686688987 1.2869363110512484 0.5581430043093859 0.56214919593185086 1.4642240300308902 5.7096771483775219 0.54349172487854858 0.49198118923234346 1.6328795549925406 0.81109483540058125 0.97141750901937474 0.24945927411317947 0.80775686609558794 0.70335069857537802 1.3178875229787075 0.22494667395949375 3.6179975019767889 3.0434529162012045 0.46272972598671902 2.2216302624437949 0.25053840596231403 0.97846095170825709 5.0003873929381575 1.3738953950814905 0.62939791055396188 0.32360258884729809 1.1061157556250902 4.077479759696768
leaf_count=4 17 145 25 71 11 51 137 265 10 29 57 17 31 2 20 8 296 2 648 473 7 47 6 38 123 26 30 12 37 476
internal_value=0 -0.00106687 5.60528e-05 -0.000300603 0.00113589 -0.000114686 -3.82699e-06 0.00149342 -0.000214855 -0.000325445 -0.000479026 -0.000701202 0.000212977 -0.00182281 -0.0011432 0.000277223 -0.000930932 -0.00248394 -0.00301355 -0.00229823 -0.0026953 -0.000832043 -0.000566237 -0.00123705 0.000442558 -0.0016245 -0.00181045 -0.00213121 -0.000761994 -0.00290276
internal_weight=0 17.0136 31.5558 23.721 7.83474 22.4341 21.8719 7.27659 20.4077 19.8642 18.8975 17.2646 6.31752 10.6961 6.80958 3.05394 2.24618 1.54283 3.8865 3.75564 3.50618 16.7726 14.551 8.73949 5.81148 7.76103 7.51049 6.88109 2.48001 4.40108
internal_count=3121 1636 1485 1184 301 1113 1062 290 925 915 898 841 176 1460 808 326 306 298 652 482 480 812 765 625 140 587 581 551 63 488
is_linear=0
shrinkage=0.00335664


Tree=226
num_leaves=31
num_cat=0
split_feature=1 150 15 0 39 50 4 16 16 1 1429 1374 16 1374 150 4 43 16 160 12 0 47 16 15 403 12 3 0 0 150
split_gain=4.42173 2.19691 2.0687 1.97169 1.6295 1.45568 1.3752 1.38879 1.36804 1.16889 1.31623 1.10614 1.10509 1.51671 1.97246 1.22332 1.16789 1.04113 1.07533 0.963858 1.42949 0.913779 1.26273 0.754658 1.24456 1.02441 0.930606 1.73575 0.99263 0.894707
threshold=0.094385000000000011 0.080470000000000014 -0.24436499999999997 0.024095000000000002 0.16946000000000003 0.11843500000000001 -0.49405499999999997 0.38525000000000004 0.15891500000000003 0.077565000000000009 0.084690000000000015 0.087855000000000016 -0.087989999999999985 -0.094929999999999987 0.083095000000000016 0.053180000000000012 -0.15582499999999996 -0.27167499999999994 -0.40698999999999991 0.090995000000000006 -0.10607499999999999 0.093140000000000014 -0.061854999999999993 -1.0000000180025095e-35 -1.0000000180025095e-35 0.095330000000000012 -0.084074999999999997 -0.076899999999999982 -0.081894999999999982 0.087790000000000021
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 5 9 8 -2 7 -5 17 23 12 -3 13 -11 -15 16 -14 -4 -19 21 -21 -20 -23 29 -25 26 27 -26 -28 -1
right_child=1 11 4 6 -6 -7 -8 -9 -10 10 -12 -13 15 14 -16 -17 -18 18 19 20 -22 22 -24 24 25 -27 28 -29 -30 -31
leaf_value=-0.002330635825998204 0.0016057203409321175 0.0015544368331445377 -0.0010652735693102383 -0.0017801479186517516 0.0027256878641786038 -0.0015635045327090974 0.0010663979075159463 0.0012686905250910857 -0.0017637200292007558 -0.0027263472624004729 0.0018367549074234906 -0.0014661520339217717 0.00090292924787247365 -0.00078386192084990247 0.00229987716639684 0.00099478192059097295 -0.0020417415340921886 -0.0024651107766088523 0.0017535362827610645 0.001276894171665992 -0.0021631518699651896 0.0014601493029999231 -0.00191965360504771 -0.0023072081101018077 -0.0023606511053281582 -0.0024320219799860818 0.0011558004247896555 0.0016395919898167628 -0.001400729586087935 -0.00044481907077143575
leaf_weight=6.8995913467369956 4.8544123130850521 7.2867072848603121 5.1793690491467776 2.5434523229487245 0.80438717640936275 0.89000147022306908 4.1372228544205418 1.1153271440416572 3.9988254443742326 0.87941705435514439 1.0609415350481857 0.68859836738556612 0.79166800575330754 2.4853999689221373 1.8987209331244228 1.0067130737006662 5.9684382462874055 0.71195511566475467 3.2947222599759627 1.0895982403308155 1.4760762141086159 1.2298199571669104 1.0751705877482889 3.0791023052297524 2.0307334326207638 1.3333055763505397 2.8980686068534856 0.77877903543412719 1.0825524860993043 1.6102866614237425
leaf_count=682 208 215 69 65 10 20 62 7 167 8 20 12 26 100 20 8 309 24 69 11 96 25 17 432 116 86 80 15 50 92
internal_value=0 0.000254612 -8.21798e-05 -0.000866064 -0.00044673 0.0011147 0.000166651 -0.000850753 -0.000588063 -0.00110423 -0.000603211 0.00129364 -0.000801874 3.99318e-06 0.000551676 -0.00134801 -0.00169689 -0.000253615 0.000219937 0.000454051 -0.000702223 0.000983833 -0.000116371 -0.00146239 -0.00107391 -0.00060644 -0.00024797 -0.00125181 0.000460538 -0.00197379
internal_weight=0 32.5796 24.6043 41.5997 18.8599 5.74441 7.796 3.65878 18.0555 33.8037 14.0913 7.97531 13.0304 5.26354 4.38412 7.76682 6.76011 14.0567 8.87734 8.16539 2.56567 5.59971 2.30499 19.7124 11.2025 8.12344 6.79013 2.80951 3.98062 8.50988
internal_count=3121 943 716 2178 488 228 134 72 478 2044 491 227 471 128 120 343 335 311 242 218 107 111 42 1553 779 347 261 131 130 774
is_linear=0
shrinkage=0.00227804


Tree=227
num_leaves=31
num_cat=0
split_feature=1213 31 1456 1456 15 403 15 3 155 1374 475 133 456 1 157 48 51 0 43 151 160 52 43 1429 4 130 52 2 10 123
split_gain=1.20846 1.08646 1.01609 1.04036 1.18415 0.926239 0.965183 0.934634 0.867537 0.86868 0.846131 0.829284 0.854183 0.962185 0.987089 0.911722 1.10452 0.979374 0.768786 0.766934 0.761476 0.7643 0.788449 0.715399 0.71247 1.09152 0.895123 0.715004 0.637956 0.624054
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -1.0000000180025095e-35 0.075120000000000006 -0.24436499999999997 -0.083259999999999987 -0.18895499999999996 0.31299000000000005 0.088610000000000008 0.093235000000000012 -0.086004999999999984 -0.25159999999999993 0.087015000000000023 0.10089500000000001 -0.084489999999999996 0.092475000000000016 0.08955500000000001 -0.23051499999999997 -0.40263499999999991 -0.40381499999999992 0.11055500000000001 0.11434500000000002 0.016310000000000002 -1.0000000180025095e-35 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.088204999999999992 0.097070000000000004 -0.012544999999999999 0.08128500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=10 -2 -3 4 23 -6 -7 8 9 11 -1 -8 13 14 -13 16 17 -16 -15 -20 21 22 24 -4 25 -19 27 -27 -26 -5
right_child=1 2 3 29 5 6 7 -9 -10 -11 -12 12 -14 18 15 -17 -18 20 19 -21 -22 -23 -24 -25 28 26 -28 -29 -30 -31
leaf_value=0.003627092151626478 0.0036421783521720392 -0.0025887990652917765 -0.0027998597960466861 -0.0034969654335593944 -0.0026871482755178354 -0.0032396411532236939 -0.0024456103126921187 0.0035243792847132818 -0.0031567908268955907 -0.0032386648835824468 -0.0032754805813781504 -0.003598523425357829 -0.0021919477186927647 -0.002851390724589154 0.004058661540089061 0.0020583027970060464 -0.0037663447193220824 -0.0023936784996275162 -0.0030417840461884095 0.0018314489541801388 -0.003687215073931487 -0.0024984863924981194 0.0018870461383481501 0.0024389085264062364 0.00097736320759341075 -0.003547578818346686 0.0016603373618188319 0.0014939910024885665 -0.0025931379429604191 0.0035631334746619499
leaf_weight=0.22691705822944674 0.83595201675780018 2.1066745412535957 0.33721384406089816 1.4954080983297888 1.6985116745345283 1.1092349819373257 1.4243029849603797 0.84741254663094778 1.04412316600792 0.93456172104924817 2.2613989340607068 0.8709270998369999 1.6192459345329542 0.48139000311493862 0.67444186564535158 2.4373360020108512 0.93734183022752482 1.3479711681138766 0.39494585618376721 7.4305947660468501 0.67092938697896976 1.2710125762969244 2.7643004378769538 2.9575388813391319 0.80550359841436181 0.79384247586130363 4.9219214849872532 0.55507424101233482 2.0859539923258188 0.16104346234351385
leaf_count=4 86 258 2 228 327 39 133 56 163 33 487 92 88 8 8 65 57 66 10 205 47 79 52 198 14 60 132 31 87 6
internal_value=0 -0.000206469 -0.000279293 -0.000163649 -5.51638e-05 -0.000228941 -0.000111069 -9.93259e-06 -9.94278e-05 -9.66739e-07 -0.00264601 9.51309e-05 0.000215505 0.000352558 -4.99987e-05 0.000110417 -0.000171706 4.03265e-05 0.00132838 0.0015855 -0.000137778 2.5943e-05 0.000267652 0.00190273 -0.000158264 0.000388315 0.000986329 -0.00147299 -0.00159847 -0.00281057
internal_weight=0 45.0147 44.1788 42.0721 40.4156 37.1209 35.4224 34.3131 33.4657 32.4216 2.48832 31.487 30.0627 28.4435 20.1366 19.2656 16.8283 15.891 8.30693 7.82554 15.2165 14.5456 13.2746 3.29475 10.5103 7.61881 6.27084 1.34892 2.89146 1.65645
internal_count=3121 2630 2544 2286 2052 1852 1525 1486 1430 1267 491 1234 1101 1013 790 698 633 576 223 215 568 521 442 200 390 289 223 91 101 234
is_linear=0
shrinkage=0.0034077


Tree=228
num_leaves=31
num_cat=0
split_feature=1213 123 1456 39 133 14 42 15 1348 1374 1456 11 13 13 403 156 475 42 1 12 157 456 150 52 156 43 4 12 2 160
split_gain=1.09008 0.973796 1.17795 0.873303 0.773686 0.870725 0.81133 0.760701 0.942989 0.810085 0.855387 0.900753 0.806507 1.12873 0.95068 0.786542 0.756678 0.688984 0.71969 0.796949 0.830175 0.719869 0.642946 0.630694 0.657582 0.62052 1.1503 0.848845 0.853857 0.971266
threshold=-1.0000000180025095e-35 1.0000000180025095e-35 0.075120000000000006 0.16946000000000003 -0.089569999999999983 0.087740000000000012 -0.14899999999999999 -0.24436499999999997 0.090205000000000021 0.093235000000000012 -1.0000000180025095e-35 0.087830000000000005 -0.53104499999999988 -0.47860499999999995 -0.083259999999999987 0.091255000000000017 -0.086004999999999984 -0.11051499999999999 0.10752500000000002 0.10711000000000002 -0.084489999999999996 0.087515000000000009 -0.087189999999999976 0.13796000000000003 0.11896500000000002 -0.15323999999999996 -0.49013999999999996 0.092355000000000007 0.088225000000000012 0.083670000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=16 2 3 7 -3 6 -6 23 9 10 22 12 -12 -14 -15 17 -1 -16 19 20 -19 25 -9 24 -2 -22 -27 28 29 -28
right_child=1 4 -4 -5 5 -7 -8 8 -10 -11 11 -13 13 14 15 -17 -18 18 -20 -21 21 -23 -24 -25 -26 26 27 -29 -30 -31
leaf_value=0.0029578320481672103 0.0023497838786045258 -0.0020352018173911998 -0.0028625153286766748 0.0030748102089222153 -0.0026160060496882957 -0.0028406660233871745 0.0023106504919932478 0.0033675416179563419 0.0025401486401984866 -0.003010145516037678 -0.002962779071175379 -0.0027325240827890049 0.0029303430394363008 -0.0024835163658387615 -0.0022095199462524042 -0.0021001715446248423 -0.0026547056480109646 -0.0028895172294155281 0.0010645817395752214 -0.0032090950824924845 0.0016740584761006957 -0.0029731569756652298 -0.0028782595891156831 -0.0020142079012730658 -0.0017520667655212771 -0.0033034001045293879 0.00018547373276643948 -0.0016468378020514545 0.0011196767738734506 -0.00284208339974559
leaf_weight=0.20652001351118121 1.9733009180054066 0.54661664273589838 1.3561163825215761 0.62226018216460843 0.2839287808164962 0.32823315169662226 3.281135384226217 0.14091640710830677 0.84330758452415366 0.94160340097732742 0.79244963452219508 1.1220755463000376 0.92775646923109434 1.3610927693080288 1.0312432674691141 1.4352901676902536 2.0702374326065174 0.75488872674762575 5.0302029042504719 0.63320103334262867 1.994951782282455 0.57449135836213727 1.5042224035132665 0.41809447575360525 0.36151128634810437 0.77481510257350095 4.6973474079276958 1.7191436698194582 6.7773583235684782 1.0057353575248269
leaf_count=4 134 17 228 23 6 7 233 1 34 33 9 82 16 320 71 141 487 112 140 59 37 34 247 15 4 24 213 145 197 48
internal_value=0 -0.000160641 -0.000302603 -0.000209873 0.00107973 0.00151707 0.00191828 -0.000265392 -0.000379651 -0.000453775 -0.000379199 -0.000273716 -0.000180223 -0.000103439 -0.000204722 -8.73624e-05 -0.0021456 2.82268e-05 0.000124531 -0.00012524 -1.85272e-05 0.000105008 -0.00234327 0.00114835 0.00171467 0.000209218 1.40658e-05 0.000195087 0.000448806 -0.000348434
internal_weight=0 43.2333 38.7934 37.4373 4.43991 3.8933 3.56506 36.815 34.0621 33.2188 32.2772 30.632 29.51 28.7175 27.7898 26.4287 2.27676 24.9934 23.9621 18.9319 18.2987 17.5438 1.64514 2.75291 2.33481 16.9694 14.9744 14.1996 12.4804 5.70308
internal_count=3121 2630 2367 2139 263 246 239 2116 1963 1929 1896 1648 1566 1557 1541 1221 491 1080 1009 869 810 698 248 153 138 664 627 603 458 261
is_linear=0
shrinkage=0.002796


Tree=229
num_leaves=31
num_cat=0
split_feature=1213 31 156 15 52 2 147 52 403 47 52 474 2 0 16 1456 44 475 129 8 43 15 43 1212 9 49 475 15 41 1365
split_gain=0.980542 0.920573 0.838511 0.755867 0.77613 0.936067 0.863216 0.860988 0.904041 0.955833 1.04328 0.853393 0.815256 0.892973 0.74162 0.693266 0.718094 0.675716 0.661267 0.581435 0.763955 0.766705 0.801803 0.687598 0.716047 0.694743 0.552989 0.595963 0.646023 0.671417
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.47308999999999996 0.19022000000000003 0.088225000000000012 1.0000000180025095e-35 0.13389000000000004 0.10301500000000001 0.12033500000000001 0.11434500000000002 -1.0000000180025095e-35 0.084055000000000005 -0.13455999999999999 0.25084500000000004 -1.0000000180025095e-35 0.081805000000000017 -0.086004999999999984 0.094860000000000014 0.088180000000000022 -0.074359999999999996 -0.11713499999999999 -0.40263499999999991 -0.47073499999999996 0.091600000000000015 -0.017229999999999999 -0.08459499999999999 0.10017500000000001 0.089005000000000015 0.084090000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=17 -2 -3 -4 5 12 14 8 9 10 11 -7 13 -5 -6 -13 18 -1 26 20 21 -15 -23 -22 25 -25 -17 28 29 -28
right_child=1 2 3 4 6 7 -8 -9 -10 -11 -12 15 -14 19 -16 16 -18 -19 -20 -21 23 22 -24 24 -26 -27 27 -29 -30 -31
leaf_value=0.0031570321729137386 0.0031941006124998027 -0.0030393624909427841 0.0030923802181676034 0.0020626011698215009 -0.0025510998898691556 -0.0035987676288076857 0.0025643432710840096 0.0025610411160612201 -0.0032729225370784431 -0.0024198128247125087 -0.0032425772218434065 -0.003167912773454891 -0.0020748087160275142 -0.0034187380327867565 0.002113348293471025 -0.0016800380454456566 -0.0029773561437411804 -0.002809225329230414 -0.0023107182788263759 0.002895492372465155 0.0032192810954983766 -0.0032533179783916901 0.0012833149686474468 0.0020529667309624189 0.00079602726213457591 -0.0030249350645877859 0.001473204931698635 -0.00066807008069238462 -0.001705673800097008 -0.0021330134123801535
leaf_weight=0.18784619122743618 0.72237044689245422 0.93039494042750348 0.63415775028988619 1.2511462573893357 2.8783760883379728 0.44075279624668695 0.41096631810069073 1.4025567860808212 0.67894081491976876 1.1458172115962941 0.684119196026585 0.42400651541540568 3.0887227099155998 0.46706517669372294 0.34357287338934828 0.70875837502538175 0.46275352267548342 1.8985303667141116 0.59162074874620785 0.39403845323249687 0.23907127603888234 0.40236759372055564 2.7375755995744822 0.26423346856608887 0.6715260287746786 2.9657813501544341 13.759564225329049 1.6791629586368788 0.6509156103711583 0.48115241341292936
leaf_count=4 86 162 68 33 297 54 5 36 37 42 27 63 385 18 5 40 11 487 56 30 2 13 147 11 14 229 640 62 37 20
internal_value=0 -0.000163822 -0.00022329 -0.000157557 -0.0002101 -7.52421e-05 -0.0015313 0.000282398 0.000135171 0.000245207 0.000398788 0.000528543 -0.000737428 -0.000297645 -0.00205371 0.000625522 0.000713252 -0.00227206 0.000808816 -0.000660349 -0.000841197 0.000168386 0.000701969 -0.00172067 -0.00202338 -0.00260953 0.000915623 0.00102664 0.00121774 0.00135136
internal_weight=0 41.5115 40.7891 39.8587 39.2246 35.5916 3.63292 23.1101 21.7076 21.0286 19.8828 19.1987 12.4815 9.39281 3.22195 18.7579 18.3339 2.08638 17.8712 8.14166 7.74762 3.60701 3.13994 4.14061 3.90154 3.23001 17.2796 16.5708 14.8916 14.2407
internal_count=3121 2630 2544 2382 2314 2007 307 1125 1089 1052 1010 983 882 497 302 929 866 491 855 464 434 178 160 256 254 240 799 759 697 660
is_linear=0
shrinkage=0.00300078


Tree=230
num_leaves=31
num_cat=0
split_feature=1 150 4 4 16 4 1374 1375 3 2 403 15 12 150 48 3 0 1373 1425 128 132 50 15 43 4 43 11 1429 2 2
split_gain=2.36187 1.8244 1.54088 1.79919 1.4823 1.40683 1.2588 1.24228 1.13673 1.09948 0.915877 1.37359 1.24869 1.20356 1.29499 1.12788 1.86516 0.890172 0.818779 0.813754 1.16288 0.984474 1.90165 0.759465 0.943535 0.914141 0.756408 0.701252 0.671191 1.54665
threshold=0.089770000000000016 0.080470000000000014 -0.15764999999999998 -0.49405499999999997 0.38525000000000004 0.51303500000000013 0.093750000000000014 -0.43996499999999994 -0.20241999999999996 0.13754500000000003 -1.0000000180025095e-35 -0.0058549999999999991 0.095330000000000012 0.083095000000000016 0.08975000000000001 -0.084074999999999997 -0.076899999999999982 0.10355500000000002 0.08209000000000001 0.086435000000000012 0.087210000000000024 0.11564500000000001 -0.24436499999999997 -0.083434999999999995 -0.077834999999999988 -0.0037449999999999996 0.08776500000000001 0.087935000000000027 0.090675000000000019 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 5 3 4 -1 9 7 -3 -4 18 27 13 15 17 -15 16 -13 -12 19 20 21 22 -2 -17 -25 -26 -24 -10 29 -9
right_child=1 6 8 -5 -6 -7 -8 28 10 -11 11 12 -14 14 -16 23 -18 -19 -20 -21 -22 -23 26 24 25 -27 -28 -29 -30 -31
leaf_value=-0.0021954768809992588 0.0022644143201936088 -0.0018455474733472194 0.0017480713529813084 0.00130689353236498 0.0013790208638414115 0.0021902146801787612 -0.0020010718219139389 0.0026950277151226421 -0.0025529134396938642 0.0011816715421060363 -0.0025867738635747045 -0.0025928389074970364 -0.002683671370061392 -0.0014455439110083012 0.0021731363976142839 0.0023829082837012877 0.0018428205497167901 0.0030385196959467915 -0.003316004963731817 -0.0020749035394985686 0.002413298676460581 -0.0025302806505623121 -0.00042943356876092194 -0.002584619020400151 -0.0019990974683328396 0.0013847273957329953 -0.002876028935362976 0.002651933691607111 0.0022772267476894549 -0.0019869358796002511
leaf_weight=2.5171404867433016 1.6714590769261235 0.64906048076227296 0.82867639465257781 4.0446128593757775 1.0411785617470739 1.4663717690855254 0.72128350567072619 0.94768496556207538 3.9201229882892283 2.6078910608775905 5.5851607082877397 1.9848594546783718 1.2464177268557239 2.3613126552663748 0.85523030068725336 1.3112037633545686 0.86373588349670072 0.18449258897453535 0.66076913289725681 1.8034366546198715 0.95026020193472405 1.3317362954840053 12.653038494754588 0.6580223860219111 0.62947602802887503 2.6017980440519666 0.85656666057184416 0.17152941925451148 5.0036449390463531 0.84943165350705185
leaf_count=70 54 6 14 64 6 113 15 58 616 80 615 152 93 113 11 22 21 2 46 77 22 71 386 67 46 52 40 3 157 29
internal_value=0 0.000148918 -0.000827213 0.000157224 -0.00114956 -0.000201171 0.00117726 0.00148498 -0.0011498 -0.000356779 -0.00125713 -0.00101595 -0.000336888 -0.00171839 -0.000483391 2.65157e-05 -0.00124788 -0.0024069 -0.000558117 -0.000463532 -0.000297123 -0.000453099 -0.000270882 0.000724572 0.000165495 0.000725533 -0.000584558 -0.00233472 0.00180284 0.000482034
internal_weight=0 32.1726 30.805 7.60293 3.55832 24.0015 8.17111 7.44982 23.202 22.5352 22.3734 18.2817 9.29551 8.9862 3.21654 8.0491 2.8486 5.76965 19.9273 19.2665 17.4631 16.5128 15.1811 5.2005 3.8893 3.23127 13.5096 4.09165 6.80076 1.79712
internal_count=3121 1154 1967 140 76 889 265 250 1827 776 1813 1194 453 741 124 360 173 617 696 650 573 551 480 187 165 98 426 619 244 87
is_linear=0
shrinkage=0.00251965


Tree=231
num_leaves=31
num_cat=0
split_feature=1 484 150 1374 0 0 4 52 2 9 3 2 150 9 48 1 15 151 15 403 3 0 12 133 130 159 133 1429 48 2
split_gain=0.927387 1.02561 0.936746 0.714881 0.841675 0.809259 0.697564 1.02191 0.647693 0.637915 0.616657 1.17049 0.61083 0.607342 0.569398 0.526996 0.51986 1.11306 1.30698 0.799059 0.579716 0.77981 0.699188 0.598482 0.734303 0.507544 0.489771 0.429179 0.450226 0.752133
threshold=0.094385000000000011 -0.0068949999999999992 0.080470000000000014 -0.094929999999999987 -0.23001499999999997 -0.060129999999999996 -0.49405499999999997 0.10347000000000002 0.14753000000000002 -1.0000000180025095e-35 -0.097174999999999984 0.10855000000000002 0.13529000000000005 0.091600000000000015 -1.0000000180025095e-35 0.10538500000000002 -0.0063699999999999989 -0.019324999999999998 -0.090644999999999989 -1.0000000180025095e-35 -0.084074999999999997 -0.077999999999999986 0.091930000000000012 0.076280000000000014 -0.082104999999999984 -0.48366999999999993 -0.25159999999999993 -1.0000000180025095e-35 0.14174500000000004 0.10527500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 8 -3 -5 13 7 -7 9 -2 -8 -12 -4 16 -11 25 17 18 -6 -18 21 -21 23 24 -22 -16 -17 -28 29 -29
right_child=2 3 12 4 5 6 10 -9 -10 14 11 -13 -14 -15 15 26 19 -19 -20 20 22 -23 -24 -25 -26 -27 27 28 -30 -31
leaf_value=-0.0033712738036347448 0.0036225821993911937 -0.0037338178009266487 0.0023716369833373598 0.0019305225448797499 0.0018164556551988936 -0.0030156102943538123 0.0023964333792284398 0.0011952670373909563 0.0024407439234415342 -0.0027368958583654829 0.001906924625368451 -0.0035850933569960457 -0.00038713061705868021 0.0025100592335545106 0.0033041991264463081 -0.0031919849894497202 -0.0028895232939393288 -0.0034777916079674455 -0.0028045944186011126 -0.0028983560946323332 0.0040184927094096875 0.0011837533043049613 -0.0023241677267545765 0.0032474002679061917 -0.00067309932836066703 -0.0021323744377609206 -0.0024252137253115871 -0.00023100791481087569 -0.0018318186150603358 0.0018613094708611934
leaf_weight=1.4947209344245518 0.43324667168781061 0.74267737357877806 3.1751015933696172 1.5410623229108811 1.3541980904992672 1.324768678750843 2.1897506620734934 1.2096201702952383 0.99316941923461932 1.1054428531788278 1.0977075877599265 0.69550399458967138 1.2184108821675179 0.50243993476033288 0.2065172917209569 0.47274729399941406 1.4332031741505522 2.7311679851263841 1.3319353639381004 1.4933249566238376 0.45748962461948428 0.78241385507863004 0.74163136864081014 1.0899748055962843 1.830233567045066 2.1470501078292736 0.60652848682365501 4.1727382862009197 0.84683927800506342 3.4378322679549456
leaf_count=397 51 38 204 29 44 43 48 18 76 26 19 79 23 9 4 15 502 433 103 147 4 33 75 30 127 186 38 143 20 157
internal_value=0 -0.000714225 0.000267562 -0.000538097 -0.000429258 -0.000608705 0.000352632 -0.00100583 -0.000140351 -0.000331242 0.00121703 -0.000223176 0.00160657 -0.00106443 -0.000463054 -0.000251654 -0.00120002 -0.00198884 -0.00047492 -0.000654152 -0.000153181 -0.0014949 0.000588057 0.00122749 0.000265106 -0.00165533 9.47619e-05 0.000266189 0.000459204 0.00071413
internal_weight=0 24.0438 18.8156 22.5491 21.8064 20.2654 6.51735 2.53439 14.4221 13.4289 3.98296 1.79321 4.39351 13.748 12.9957 11.8903 13.2456 5.4173 2.68613 7.82827 6.39507 2.27574 4.11933 3.3777 2.28772 2.35357 9.53669 9.06394 8.45741 7.61057
internal_count=3121 2178 943 1781 1743 1714 207 61 716 640 146 98 227 1507 589 563 1498 580 147 918 416 180 236 161 131 190 373 358 320 300
is_linear=0
shrinkage=0.00331226


Tree=232
num_leaves=31
num_cat=0
split_feature=123 1456 130 10 1456 151 4 11 150 1213 1374 13 13 403 2 2 475 156 49 3 11 51 452 0 0 43 13 133 131 133
split_gain=0.895784 0.995924 0.850018 0.788104 0.851488 0.702781 0.799193 0.833266 0.743685 0.706254 0.730842 0.690208 0.81699 0.925501 0.674997 0.835026 0.665998 0.605679 0.662048 0.544463 0.535033 0.763897 0.530534 0.524455 0.977461 1.046 0.625153 0.768963 0.515927 0.544898
threshold=1.0000000180025095e-35 0.075120000000000006 1.0000000180025095e-35 0.083760000000000015 -1.0000000180025095e-35 -0.5145249999999999 0.27287000000000006 0.081790000000000015 -1.0000000180025095e-35 -1.0000000180025095e-35 0.093235000000000012 -0.53104499999999988 -0.47860499999999995 -0.083259999999999987 0.093680000000000013 -1.0000000180025095e-35 -0.085669999999999982 0.091255000000000017 0.10247500000000002 0.30112000000000005 0.090920000000000015 -0.076794999999999988 0.085195000000000007 -0.10011499999999998 -0.08824499999999999 -0.074359999999999996 0.090705000000000008 -0.10298999999999998 0.10033500000000002 0.084415000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 22 -6 7 9 -8 16 11 -11 -13 -14 15 -2 -7 18 19 23 21 -10 -1 -15 -25 28 27 -27 29 -26
right_child=14 -3 -4 -5 5 6 8 -9 20 10 -12 12 13 17 -16 -17 -18 -19 -20 -21 -22 -23 -24 24 25 26 -28 -29 -30 -31
leaf_value=-0.0029205656857671856 0.002871460243769333 -0.002918370730900937 -0.0021772743147326981 0.0029800382678439401 -0.0029819392497147453 0.0029939623078261211 -0.002063651152000693 -0.0029403758221792217 -0.0020082211560922972 -0.0028513283514569375 -0.003053287883936454 0.0028722795206694157 -0.0028924809773146921 0.00053587128009233002 0.0018508271847776064 -0.0021651862687679228 -0.0028831324164176097 -0.001804826582896683 0.001945985323125611 0.002934587636682558 -0.00082457318873046062 0.0027366166300050476 0.0033181239103981541 -0.0027657268509154492 0.0012160902673203991 0.0009072337936108537 0.0014547855206795809 -0.0022416466145643564 0.0035554319228658549 -0.0009224249952690585
leaf_weight=1.3095974982716132 0.38148889248259366 1.2042885466944415 1.8273157002404321 0.62892511079553415 0.6943413307890286 0.17975600063800801 0.50723689142614636 0.90520438086241384 0.3120338481385273 0.65869624540210026 0.6419798880815496 0.83773968648166075 0.86162969446743432 8.3786326309200572 2.729433553526178 0.89534630253910907 1.2217062024865395 1.255859367083757 1.6869614718016226 0.52968803886324067 0.58472115360200394 2.3712815383914845 0.12101270258426655 1.2696627104887923 2.8876424361951747 0.80408597749192301 0.65738471329677839 2.9152867399388329 0.50053490535356093 1.4568108892999587
leaf_count=255 83 238 381 39 44 4 14 101 8 6 28 17 245 142 156 26 340 122 69 34 17 155 1 132 143 54 16 152 6 93
internal_value=0 -0.000368229 -0.000282934 -0.000181655 -0.000240925 -0.000145076 -8.23938e-05 -0.000250384 0.00114793 -0.000159336 -5.03949e-05 2.76516e-05 0.000106529 6.67762e-06 0.00105049 -0.000660353 -0.00212932 0.000118482 0.000233029 8.40735e-05 0.0016464 0.00218486 -0.00239285 4.05862e-06 -0.000420657 -9.77843e-05 -0.00110794 -0.00156089 0.00081475 0.000498989
internal_weight=0 37.21 36.0057 34.1784 33.5495 32.1189 31.4245 27.6493 3.77527 26.7441 25.3426 24.7006 24.0419 23.2042 4.00627 1.27684 1.40146 22.3425 21.0867 19.3997 3.26804 2.68332 1.43061 18.87 10.4914 9.22175 4.37676 3.71937 4.84499 4.34445
internal_count=3121 2856 2618 2237 2198 1942 1898 1704 194 1603 1259 1231 1225 1208 265 109 344 963 841 772 180 163 256 738 596 464 222 206 242 236
is_linear=0
shrinkage=0.00285076


Tree=233
num_leaves=31
num_cat=0
split_feature=1 12 40 147 50 158 3 3 11 133 3 160 160 50 1212 43 49 0 13 48 483 160 52 48 2 4 48 394 12 52
split_gain=2.72591 1.39634 1.58533 1.21403 1.09878 1.06446 1.26225 1.54297 1.06686 1.16437 1.05903 0.900322 1.09686 1.00807 0.889867 0.872746 1.00876 0.928151 1.58586 1.22006 0.861056 0.805545 0.851092 0.882442 1.0703 0.903309 0.665455 0.636795 0.631755 1.10126
threshold=0.10060500000000001 -0.064509999999999984 0.57330500000000006 0.089025000000000007 0.088425000000000017 0.084765000000000021 -0.11255999999999998 -0.059315 0.081790000000000015 0.0068000000000000014 0.31299000000000005 0.083670000000000008 0.10210000000000001 0.088280000000000011 -0.47073499999999996 -0.079109999999999986 -0.086009999999999989 -0.10011499999999998 -0.42195999999999995 0.086260000000000017 0.10297500000000001 -0.26568499999999995 -0.43320999999999993 0.12649500000000002 0.11548000000000001 0.033845000000000007 -0.086869999999999989 -0.50204999999999989 0.084100000000000022 0.083680000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 -2 10 5 6 8 11 9 -1 20 13 -13 27 -6 -9 -17 19 -19 -18 21 -3 -23 24 -24 -25 -5 -8 29 -29
right_child=1 3 -4 26 14 -7 7 15 -10 -11 -12 12 -14 -15 -16 16 17 18 -20 -21 -22 22 23 25 -26 -27 -28 28 -30 -31
leaf_value=0.0012169962560624231 0.0015798751197106892 -0.0020187358095516365 -0.0027210198240524043 -0.00027690625910932714 0.0017639135051217092 -0.0016101858394791811 0.0010897599333610918 0.00094047119311159498 -0.0015232590251397123 -0.00094172031030567151 0.0019416917927199163 0.00093854795469054621 -0.0019465573756902276 0.0027585341967851637 -0.0018125039474593976 -0.0021368193477254564 0.00086377325696374843 0.00068932951970297643 -0.0019277805170140989 -0.00079837139387019262 -0.0020157184722586069 -0.0019250388860890368 1.689644303184949e-05 0.00043005821851068658 0.0015248568029692219 -0.0017810353840997963 0.001987808259833954 -0.0019218774660861918 -0.0016683826911995847 0.0018197539009811253
leaf_weight=3.990204123780134 3.8310601976700154 0.78471822571010008 0.3345879167318343 0.65722605027258429 0.26908627618104253 2.7372345314361146 0.35827479045838195 2.2957358262501648 0.88249646173790086 1.1573037994094191 0.82502583647146899 1.5189538747072213 0.68715615477412928 0.21506786346435625 3.4832507111132136 1.0214614961296309 4.2744737095199508 1.3285499624907955 2.2211932407226431 2.5205775583162904 0.9435270335525282 0.81657261820510463 8.5785744623280937 1.1123346695676457 2.1045213360339394 1.6436481894925234 1.599717336706816 0.59941217373125144 8.1752181642223132 0.53408375778235495
leaf_count=73 249 22 3 14 6 231 7 68 38 41 52 29 62 1 441 16 69 12 96 32 25 96 153 16 78 28 50 84 1011 18
internal_value=0 0.000240584 0.00123442 2.34421e-05 -0.000582235 -0.000476375 -0.00037872 -0.000561461 0.000401648 0.000731656 -0.000151764 -0.00105457 3.98993e-05 -0.0012989 -0.00155603 -0.000125161 -0.000340396 -0.000163014 -0.000948284 0.000247212 -0.00025982 -0.000149668 -4.67828e-05 6.7342e-05 0.000313958 -0.000888622 0.00132832 -0.00138917 -0.00148458 -0.000158885
internal_weight=0 23.2315 4.16565 19.0659 38.2697 34.5174 31.7802 25.7502 6.03 5.14751 16.8089 12.0882 2.20611 9.88206 3.75234 13.662 11.3663 10.3448 3.54974 6.79505 15.9839 15.0404 14.2557 13.4391 10.6831 2.75598 2.25694 9.66699 9.30871 1.1335
internal_count=3121 786 252 534 2335 1888 1657 1505 152 114 470 1212 91 1121 447 293 225 209 108 101 418 393 371 275 231 44 64 1120 1113 102
is_linear=0
shrinkage=0.00189484


Tree=234
num_leaves=31
num_cat=0
split_feature=1 150 0 15 4 2 50 52 1 150 4 151 52 2 403 14 48 133 0 52 0 51 1 3 159 12 2 13 151 129
split_gain=4.28288 2.06023 1.96446 1.77348 1.60009 1.52876 1.50381 1.36916 1.2756 1.071 1.00604 0.944685 0.942899 0.898225 1.41683 1.28986 1.87169 0.7919 0.867876 1.09423 0.815125 1.07782 0.792048 0.756453 0.729144 1.07608 0.693395 1.34302 0.67165 0.762261
threshold=0.094385000000000011 0.080470000000000014 -0.060129999999999996 -0.24436499999999997 -0.49405499999999997 0.12437500000000001 0.11843500000000001 0.10347000000000002 1.0000000180025095e-35 0.13529000000000005 0.053180000000000012 0.13982000000000003 -0.43320999999999993 0.073895000000000002 0.03138500000000001 0.062655000000000016 0.086260000000000017 -0.25159999999999993 -0.20211999999999997 0.19022000000000003 -0.14051499999999997 0.084745000000000015 0.13075500000000004 0.11296500000000002 0.092630000000000018 0.092355000000000007 -1.0000000180025095e-35 -0.082904999999999993 -0.27559499999999998 0.08888500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 8 6 7 24 -2 -4 11 -3 13 23 -5 14 -10 16 -15 -14 -19 20 -20 22 26 28 25 -6 -22 -28 -1 -30
right_child=1 9 4 12 5 -7 -8 -9 10 -11 -12 -13 17 15 -16 -17 -18 18 19 -21 21 -23 -24 -25 -26 -27 27 -29 29 -31
leaf_value=8.1125891959748107e-05 0.0013519316681152706 0.0014995635930108706 -0.0019448387436022555 -0.0019342301896883279 0.002116788970140609 -0.0014263597626793969 -0.0013448449498617144 0.00044067187421564655 -0.0019884051283914615 -0.00020559745056448925 0.00075943482371153531 0.00081520113695155219 -0.0020746919906886718 0.00099744567620685984 0.00044073253806828751 -0.0019825220363180168 -0.0013546775874291588 -0.0012814452002538805 0.0013661211307000839 -0.0011871544470127039 0.00080503796388091951 0.0011615837424662928 0.00086259198898211247 0.00025011697620265234 -0.00034855742724452751 9.0663785609454737e-05 0.00066823713279843503 -0.0016706663919842533 -0.0017355809018530525 -0.00048500222197230691
leaf_weight=0.94517901167273777 4.4752427972853246 5.6848296327516428 2.1473349221050744 1.242680265102545 2.6495455382391793 1.1031210571527479 0.89132272079586972 1.4480847455561159 3.3686033110134286 1.7260920973494647 1.9513038652949024 0.74247641302645107 0.78739067493007553 3.3602049071341753 1.1604303629137573 1.2699476480484007 1.9058152735233305 2.0253780242055734 2.060373733751482 2.1523402449674913 0.92438606498763576 2.3187953066080809 1.5348251517862079 0.97640588041395027 1.0889376476407049 1.4622592455707488 1.234426024369901 3.095325031783386 12.973341295495631 2.0255353972315797
leaf_count=38 208 204 64 114 35 62 20 18 274 23 31 16 24 54 43 71 20 30 48 69 19 52 24 9 20 49 16 92 1235 139
internal_value=0 0.000234254 -0.000709123 -4.86464e-05 2.52552e-05 0.000600917 0.000904029 -0.000984055 -0.000946085 0.00110241 -0.000495737 -0.00127796 -0.000342881 -0.000717085 -0.00136601 -0.000267419 0.000146193 -0.000220306 -0.000125158 5.0656e-05 0.000289209 4.55878e-05 -0.000335585 -0.00136981 0.00103092 0.00139625 -0.000685593 -0.00100384 -0.00146901 -0.0015667
internal_weight=0 30.1534 40.5785 22.7425 9.89928 6.30386 5.36657 3.59542 30.6792 7.41092 13.0163 17.6629 17.3759 11.065 4.52903 6.53597 5.26602 16.1332 15.3458 13.3205 11.1681 9.10776 6.78896 16.9205 5.20074 4.1118 5.25414 4.32975 15.9441 14.9989
internal_count=3121 943 2178 716 248 166 228 82 1930 227 493 1437 488 462 317 145 74 374 350 320 251 203 151 1421 104 84 127 108 1412 1374
is_linear=0
shrinkage=0.00189594


Tree=235
num_leaves=31
num_cat=0
split_feature=1 47 52 42 484 42 2 12 50 4 4 48 376 43 16 403 15 1375 12 43 133 0 2 156 42 160 150 16 48 151
split_gain=3.432 1.55524 1.4859 1.57619 1.788 1.52503 1.92516 1.4298 1.46099 1.42932 1.312 1.23609 1.12998 1.03936 1.20258 0.963232 1.30527 0.928764 0.928118 1.15571 1.12634 0.845378 0.852037 1.12268 0.842746 0.877011 0.783701 1.22685 1.23783 0.760254
threshold=0.10089500000000001 0.087885000000000019 0.19022000000000003 -1.0000000180025095e-35 -0.0068949999999999992 0.092145000000000019 0.089775000000000008 -1.0000000180025095e-35 0.11610000000000001 -0.036839999999999991 -0.49405499999999997 0.12879500000000002 0.088235000000000008 -0.50216499999999986 -0.5335399999999999 0.03138500000000001 0.088345000000000021 -1.0000000180025095e-35 0.084100000000000022 -0.16318499999999997 -0.16927999999999996 0.041630000000000007 0.11237500000000002 0.084085000000000007 -0.093284999999999993 -0.079279999999999975 -1.0000000180025095e-35 -0.061854999999999993 0.11454000000000002 0.11265500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 7 3 12 -5 6 17 29 9 -9 -8 24 15 -7 -15 -1 -17 -6 -19 -20 -21 22 23 -12 -11 -26 -3 28 -28 -2
right_child=1 26 -4 4 5 13 10 8 -10 11 21 -13 -14 14 -16 16 -18 18 19 20 -22 -23 -24 -25 25 -27 27 -29 -30 -31
leaf_value=-0.0018223280531808705 0.0019186357125033332 -0.0018332967822943824 -0.0017472401641817922 -0.001626171042060986 -0.002000375977428785 0.0014451264791669873 -0.0013156811613581234 -0.0006679547362816845 -0.0020058652783413794 -0.00054266200585507095 0.0010309810753084457 -0.00086001714000172552 0.0016788137223714545 0.0019889673492794555 -0.0015974255040070808 -0.0013422861695818787 0.0011457039890911129 0.00020208322868564644 0.001503532932713319 0.0016896002889712678 -0.0017385392180413288 0.0016866063831592834 -0.0010164522753886944 -0.00099490785468227478 4.4055972178814411e-05 0.001706815189058202 -0.00030549273203289251 -0.00099686337198627009 0.0016873488391812915 -0.00090988872498233044
leaf_weight=5.1324477726593578 3.3290240755304725 1.0659930845722554 3.4456921764649442 3.0593936908990171 1.255789062473929 0.51786760054528702 1.1403467510826875 2.7532447059638807 0.86040905723348338 0.90162759460508901 6.1066891839727742 1.2339422106742857 0.45614627748727876 0.34801902435719956 4.2605385570786884 2.2509822566062216 1.0707825724966822 5.3812972824089211 0.55754163954407232 0.36906234780327141 3.100247378461054 2.6540172565728417 1.125667651183903 1.1128335399553178 1.3715973068028695 5.3464345159009063 2.6635752413421869 3.2859819298610073 1.7955776285380123 0.3626127978786825
leaf_count=557 223 20 280 328 55 10 33 102 24 12 115 12 6 8 296 123 32 140 8 13 255 31 24 27 34 161 40 97 42 13
internal_value=0 0.000284892 -0.000578491 -0.000477559 -0.000279857 -0.000132384 7.31399e-05 0.000626754 0.000326488 0.000499384 0.000578314 0.000862396 -0.00116515 -0.0010466 -0.0013266 -0.00131859 -0.000540274 -0.000501938 -0.000301928 -0.000975465 -0.00137386 0.000774675 0.000484654 0.000718706 0.00114133 0.00136734 -0.000342055 -0.00013681 0.000496969 0.0016408
internal_weight=0 24.97 43.3454 39.8997 30.9893 27.9299 22.8035 16.1589 12.4673 11.6068 12.1396 8.8536 8.91036 5.12643 4.60856 8.45421 3.32176 10.6639 9.40815 4.02685 3.46931 10.9992 8.34519 7.21952 7.61966 6.71803 8.81113 7.74513 4.45915 3.69164
internal_count=3121 780 2341 2061 1343 1015 701 581 345 321 230 219 718 314 304 712 155 471 416 276 268 197 166 142 207 195 199 179 82 236
is_linear=0
shrinkage=0.00185503


Tree=236
num_leaves=31
num_cat=0
split_feature=1 150 0 15 50 1 4 1429 16 2 4 16 132 1374 49 13 52 0 0 48 40 1 150 15 151 12 403 42 393 15
split_gain=5.93838 2.74134 2.58246 2.11143 1.94847 1.66781 1.65909 1.48941 1.48915 1.20281 1.16917 1.24889 1.2116 1.20855 1.73534 1.05445 0.901881 0.880838 1.40498 0.853104 0.836524 0.770946 0.738657 0.730351 1.10332 0.795967 1.15891 1.07413 0.903595 1.00044
threshold=0.094385000000000011 0.080470000000000014 0.024095000000000002 -0.24436499999999997 0.11843500000000001 1.0000000180025095e-35 -0.49405499999999997 0.084690000000000015 0.38525000000000004 0.14530500000000005 0.053180000000000012 -0.087989999999999985 0.081465000000000024 -0.094929999999999987 -0.0090649999999999984 -0.50061499999999992 -0.43320999999999993 -0.20211999999999997 -0.13843999999999998 0.13723000000000002 0.051255000000000002 0.111945 0.13529000000000005 -1.0000000180025095e-35 0.13982000000000003 0.092200000000000018 -1.0000000180025095e-35 0.091295000000000015 0.087760000000000019 0.084050000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 4 21 15 8 10 -4 16 11 13 -13 -7 -15 -1 -5 -18 -19 20 -20 -2 -3 -17 25 26 -25 28 29 -28
right_child=1 22 6 9 -6 7 -8 -9 -10 -11 -12 12 -14 14 -16 23 17 18 19 -21 -22 -23 -24 24 -26 -27 27 -29 -30 -31
leaf_value=0.001027543180151166 0.00022433710238816131 0.001200638038927126 -0.001137085647228962 -0.0014678032791486603 -0.0010490482337363843 -0.0016836058000380947 0.00078532309997162602 0.0011788393767354537 0.00086598389292345725 0.001040538080909836 0.00053549577886545313 -0.001237333155796943 0.00073997679870043429 0.0014371644992320963 -0.00057387597782487863 -0.0013237839612746261 -0.0011463384459780793 0.00081886561866981091 -0.00059805913852960702 0.00093501537812921065 0.0008919774275862706 0.0014076721386942191 0.00014056124335224329 -0.0014549663482301093 0.0013381641086537008 -0.0015034931355033877 7.5280370912916765e-05 0.0010599551933346582 0.0011416016471737622 -0.0014886136216477961
leaf_weight=0.52420740202069183 1.6090494254603971 6.3494546795263869 2.538872037082911 1.3573670051991999 1.0829994995146988 0.78130757063627232 4.2933640386909238 1.2020436385646451 1.0958748394623397 1.3988300096243609 1.9592294730246056 6.3605602062307307 0.71052744286134828 1.5460835844278338 2.069535015150902 9.6168671487830597 1.9632508605718655 2.6595116872340467 9.1008695606142176 0.97771104611456472 0.84962493181228715 3.8583301100879908 1.7236720025539396 2.3781166640110305 0.4841596186161049 3.0037854653783143 1.4333731858059775 1.0417910343967376 0.54612817335873831 2.0505303028039634
leaf_count=5 25 204 65 114 20 8 62 20 7 29 29 329 20 14 92 771 27 56 235 18 9 183 23 314 4 236 32 25 10 135
internal_value=0 0.000247228 -0.000560604 1.10911e-05 0.000710816 -0.000725224 0.000180847 -0.000352668 -0.000533161 -0.000239273 -0.000489772 -0.000664932 -0.00103865 -6.39296e-05 0.00028607 -0.000983787 -0.000345152 -0.000247162 -0.000117242 -0.000345055 -0.000470832 0.00105942 0.000974304 -0.00103508 -0.000781248 -0.000879407 -0.000627778 -0.00023992 -0.000575946 -0.000845185
internal_weight=0 32.9307 43.6364 24.8575 6.55038 35.7082 7.92811 14.6293 3.63475 18.3072 13.4272 11.468 7.07109 4.39693 3.61562 21.079 16.9083 15.551 13.5877 10.9282 9.95049 5.46738 8.07313 20.5548 10.9379 10.4537 7.44994 5.07182 4.03003 3.4839
internal_count=3121 943 2178 716 228 2044 134 512 72 488 492 463 349 114 106 1532 459 345 318 262 244 208 227 1527 756 752 516 202 177 167
is_linear=0
shrinkage=0.00143612


Tree=237
num_leaves=31
num_cat=0
split_feature=1 0 52 1446 12 40 151 0 2 4 16 0 15 48 43 14 49 48 15 13 50 1 16 4 1 160 150 394 51 43
split_gain=4.08354 1.88449 1.87965 1.77444 1.6548 1.69001 1.61615 1.61188 1.587 1.41584 1.51028 1.39901 1.26633 1.48489 1.2531 1.16929 1.37424 1.28832 1.11441 1.20708 1.06307 1.04881 1.13865 0.891303 0.823885 0.75299 1.05841 0.74686 0.743902 0.622122
threshold=0.094385000000000011 0.024095000000000002 -0.43320999999999993 0.090050000000000005 -0.064509999999999984 0.27891500000000008 -0.40381499999999992 -0.10011499999999998 0.090310000000000015 -0.49405499999999997 0.38525000000000004 -1.0000000180025095e-35 0.035560000000000008 0.11951500000000001 -0.083134999999999987 0.062655000000000016 0.082865000000000008 0.086260000000000017 -1.0000000180025095e-35 -0.0034749999999999994 0.096530000000000019 1.0000000180025095e-35 -0.50690499999999983 0.0061450000000000003 0.12958500000000003 0.092865000000000017 0.087790000000000021 -0.50204999999999989 -0.076794999999999988 -0.088909999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 7 -2 4 5 -4 -6 15 11 10 -3 24 13 20 18 16 17 21 25 29 28 22 -1 -19 -8 -9 -27 -16 -10 -20
right_child=2 9 3 -5 6 -7 8 14 12 -11 -12 -13 -14 -15 27 -17 -18 23 19 -21 -22 -23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=0.0011384303699726091 -0.0015807486492023502 -0.00124882986553173 0.0012805105364406216 -0.0015604362994450437 -0.0015928662840330417 -0.0020298361845715188 -0.00081453588355142681 -0.001581661577485474 0.00023091426727702314 0.00074491783837422605 0.00092406091000508527 0.0016278428177881697 -0.00047823824271199034 -0.00025548706418715721 0.0011175460605302703 -0.0016182144410721397 -0.0015919817762581278 -0.0016982286393804158 9.5658559134044835e-05 -0.0010398473879487361 -0.00054306170610686608 0.00088554380008062027 -0.0012664458628692339 9.2421553765199415e-05 0.00033168507995114495 -0.0015674342846496612 0.0018071908002678786 -0.0013695065405738074 0.0015219256068784342 0.0016616081407969474
leaf_weight=0.71970907831564357 1.4146673004142964 2.5357753210701053 5.5047333370894256 1.249136869329958 1.2279487736523282 0.397182679735124 5.4829735066741705 2.6464193984866147 1.2985490970313618 4.0091697685420504 1.1024272674694655 0.82333849277346427 2.2706795167177907 2.4849601686000815 0.29701133724302131 1.4136834391392756 1.3278163336217392 1.3518274058587851 1.713688138406724 1.6345754824578751 0.83937290869653214 4.485174591653049 1.379272189922631 1.3194535225629804 2.0769329275935888 0.46192480996251095 0.43207613471895456 12.361118498723954 6.1488424297422082 0.94572911132127035
leaf_count=9 119 65 271 31 19 4 168 259 21 62 7 26 32 33 8 77 81 23 53 117 14 53 48 19 28 52 5 1225 177 15
internal_value=0 -0.000582567 0.000164822 0.000247675 0.00032677 0.00105773 0.000136332 -0.000745499 0.000235436 0.00010964 -0.000590413 -0.00029069 0.000573614 0.000795344 -0.00100964 -0.000294316 -0.000117473 9.40655e-05 -0.000522475 8.30255e-06 0.00111046 0.00046238 -0.00044185 -0.000813754 -0.000499635 -0.00116623 6.35427e-05 -0.00131115 0.00129682 0.000652534
internal_weight=0 40.1369 31.2193 29.8047 28.5555 5.90192 22.6536 32.4895 21.4256 7.64737 3.6382 8.38324 13.0424 10.7717 20.4925 11.9969 10.5833 9.25544 7.83441 4.29399 8.28676 6.58416 2.09898 2.67128 7.55991 3.54042 0.894001 12.6581 7.44739 2.65942
internal_count=3121 2178 943 824 793 275 518 2044 499 134 72 222 277 245 1734 310 233 152 501 185 212 110 57 42 196 316 57 1233 198 68
is_linear=0
shrinkage=0.00154987


Tree=238
num_leaves=31
num_cat=0
split_feature=1 12 3 160 52 0 484 15 49 2 48 484 4 147 376 132 47 43 16 0 43 15 4 43 43 0 48 1212 0 14
split_gain=5.20522 2.18957 1.578 1.57349 1.65189 1.53432 1.41094 1.38787 1.34813 1.16922 1.3382 1.00201 0.995464 0.980205 1.0085 1.13957 0.948244 1.55118 0.929858 0.925097 1.19134 1.05729 0.816066 0.979381 1.04217 0.969239 0.807151 0.770999 0.750253 0.742773
threshold=0.104035 0.083370000000000014 0.10732000000000001 -0.40698999999999991 -0.40306999999999998 -1.0000000180025095e-35 -1.0000000180025095e-35 0.083195000000000005 -0.081604999999999997 0.14753000000000002 0.12879500000000002 -0.092084999999999986 -0.04890499999999999 0.087350000000000025 0.048375000000000008 0.081465000000000024 0.090100000000000013 -0.25681499999999996 -0.51370499999999997 -0.10096999999999999 0.070450000000000013 -0.11713499999999999 -0.076229999999999978 -0.084004999999999982 -0.088249999999999981 -0.077999999999999986 0.093675000000000022 -0.50120999999999993 -0.053834999999999994 -0.46885499999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 7 8 -2 28 6 11 13 26 10 12 -6 -8 14 15 19 17 -14 -10 21 -21 -1 23 24 25 -20 -3 -25 -5 -19
right_child=3 2 -4 4 5 -7 9 -9 18 -11 -12 -13 16 -15 -16 -17 -18 29 22 20 -22 -23 -24 27 -26 -27 -28 -29 -30 -31
leaf_value=-0.0016368619277233145 -0.0020408956537866898 -0.00054926960181680723 0.00054943349364252215 0.00038051148193603642 0.00070026131353517697 0.0019926249360045717 -0.0011559788940155315 -0.0019429889611476861 0.00034746620230806423 0.0019649941681080122 -0.00076800205596067375 -0.0015922280400113154 -0.0016541447811607355 0.0016877171771860358 0.00090078897522825549 0.001298267209051416 0.00019020975058277196 2.7131730800901644e-05 -0.0019099897989167368 -0.0015204957905679258 0.00074779563021269637 0.00014295108338426105 -0.0017097914940843394 0.0012114140573028897 0.0022365192334992397 0.00010124257521363169 0.0015257787088551336 -0.0015502897754243123 -0.0020087667185941073 0.0017593899873119619
leaf_weight=1.3739141887053845 0.899499024264517 2.3765694601461358 2.1973861660808316 0.71595512330532107 1.0448909010738137 2.5286513576284007 0.92772150645033669 1.4587249704636622 1.1998963020741999 2.0768219884484997 2.5516619011759749 1.8444833112880719 0.58842634595931542 1.0711881974712003 2.7173904040828338 1.3704628171399225 4.663913331925869 1.0129331322387001 1.3065504785627129 4.3857966465875551 0.99358853418380011 7.7798509099520778 10.862697468139219 0.37282589031383384 0.50942856911569823 2.3389746290631592 0.90576699003577221 6.8792910645715981 1.2850681249983633 5.9698991742916023
leaf_count=43 17 66 19 16 22 100 17 71 20 88 36 49 6 21 61 21 54 22 114 137 19 95 1039 15 8 58 12 611 64 200
internal_value=0 -0.000640045 -0.000974276 0.000389976 0.000476708 0.000617292 0.00044913 -0.000182581 -0.00109943 0.000646014 0.000471699 -0.00076319 0.000712018 -5.21765e-05 -0.000152265 -0.000332197 0.000853657 0.00126234 -0.00125646 -0.000485948 -0.00110154 -0.000124186 -0.00134288 -0.000993471 -0.000269401 -0.00061958 2.33439e-05 -0.00140831 -0.0011539 0.00150811
internal_weight=0 50.1003 28.9494 26.1099 25.2104 23.2094 20.6808 21.1509 26.752 17.7914 15.7146 2.88937 13.1629 19.6922 18.621 15.9036 12.2352 7.57126 23.4697 14.5332 5.37939 9.15377 22.2698 11.4071 4.15495 3.64553 3.28234 7.25212 2.00102 6.98283
internal_count=3121 2430 1962 691 674 594 494 468 1943 423 335 71 299 397 376 315 282 228 1865 294 156 138 1845 806 180 172 78 626 80 222
is_linear=0
shrinkage=0.00187044


Tree=239
num_leaves=31
num_cat=0
split_feature=1 484 150 0 4 52 49 52 39 15 50 16 16 3 1374 1375 51 51 47 15 403 157 12 133 0 130 14 0 1212 50
split_gain=1.01693 1.01386 0.869915 0.703075 0.900255 0.867817 0.797625 0.795626 0.66787 0.713525 0.851485 0.692863 0.741527 0.644846 0.606423 0.635633 0.580912 1.08945 0.598757 1.08494 0.78054 0.690732 0.63106 0.850195 0.627976 0.691765 0.567438 0.554532 0.775412 0.547816
threshold=0.094385000000000011 -0.0068949999999999992 0.080470000000000014 0.024095000000000002 -0.49405499999999997 0.10347000000000002 0.006170000000000001 0.15116000000000002 0.16946000000000003 -0.24436499999999997 0.11843500000000001 0.071345000000000006 -0.27167499999999994 0.090900000000000009 0.093750000000000014 -0.43996499999999994 0.088210000000000011 0.045645000000000005 0.09550500000000002 -0.0063699999999999989 -1.0000000180025095e-35 -0.08107499999999998 0.092200000000000018 0.076280000000000014 -0.070154999999999981 -0.082104999999999984 -0.46885499999999997 -0.14454499999999995 -0.50120999999999993 0.088280000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 8 6 5 -5 7 13 9 10 26 12 -11 16 15 -4 17 18 19 -3 21 -21 23 24 25 -22 -2 -27 -29 -24
right_child=2 3 14 4 -6 -7 -8 -9 -10 11 -12 -13 -14 -15 -16 -17 -18 -19 -20 20 22 -23 29 -25 -26 27 -28 28 -30 -31
leaf_value=-0.0038860235996812848 -0.00077780403588287002 -0.0033449300386373631 -0.0022437361008447814 -0.0033130265562323646 0.0021708264204560561 0.0012307488654694305 -0.0030917570010755287 -0.003868125949853795 0.0042261013255374003 -0.0016213351810242325 -0.0028210668735614828 -0.0024974931053923866 0.00068289254256330922 0.001399015926565728 -0.0026688649028439562 0.0027284851775318131 -0.0042367264556239029 0.002633259008993619 0.0028283967036603396 0.0040200527785552876 0.0031396420794308029 -0.0038483635649437576 -0.0039848531999130158 0.0031565175453183375 0.0040652293533396909 0.0025489211569377393 0.0032314311677291638 0.0030168254864882042 -0.0039212359841165412 0.0024439561026060206
leaf_weight=1.5120157984783897 0.69446536595933217 2.637059400207364 0.41790033504366864 1.2356842560693624 2.599645077250897 1.2197873117402194 2.3374809790402642 1.0771185237681482 0.49678613664582449 3.3636459084227663 0.60415792185813177 2.5397806616965672 5.1812654258683324 2.2863798076286903 0.40653801150619973 3.6974432256538412 0.68277396366465914 1.3385153047274805 0.55506847565993744 0.1854397356510159 0.46932685305364463 1.3421532645588776 0.81197525514289715 1.5083806980401275 0.40427653910591788 0.33146395348012481 2.0008972943760464 0.27894172072410706 1.5016686883755013 0.25415888382121921
leaf_count=397 33 192 5 34 53 17 380 152 16 69 20 175 234 34 10 212 81 35 35 4 13 452 66 29 10 6 169 17 156 15
internal_value=0 -0.000854577 0.000315831 -0.000655785 0.000603502 -0.00105585 -0.0010094 -0.000698672 -0.000130215 -0.000280669 0.00127935 -0.000745031 -0.000224151 -0.000464646 0.00178372 0.00222357 -0.000811038 -0.000609722 -0.00103198 -0.00125232 -0.000473751 -0.00289319 0.00019096 0.000818018 -0.000363404 -0.00105698 0.00219844 -0.00198951 -0.00283435 -0.00245227
internal_weight=0 24.5693 19.4029 23.0573 5.05512 2.45547 18.0022 15.6647 14.881 14.3842 3.29952 11.0847 8.54491 14.5876 4.52188 4.11534 12.3012 11.6184 10.2799 9.72484 7.08779 1.52759 5.56019 4.49406 2.98568 2.5814 2.69536 2.11207 1.78061 1.06613
internal_count=3121 2178 943 1781 104 51 1677 1297 716 700 222 478 303 1145 227 217 1111 1030 995 960 768 456 312 231 202 192 202 179 173 81
is_linear=0
shrinkage=0.00382148


Tree=240
num_leaves=31
num_cat=0
split_feature=1 52 1446 12 0 3 39 47 4 48 3 160 40 159 4 159 42 51 42 4 47 2 2 132 12 393 42 12 1212 457
split_gain=4.57324 2.16272 1.89711 1.89234 1.75287 1.70793 1.68557 1.48011 1.60467 1.75131 1.35366 1.35243 1.34847 1.25389 1.16235 0.984122 0.886047 0.88323 0.859067 1.38494 0.852021 0.73474 1.35963 0.881638 0.853504 1.1643 0.930668 0.745653 0.911546 0.708949
threshold=0.094385000000000011 -0.43320999999999993 0.091555000000000011 -0.064509999999999984 -0.060129999999999996 0.31299000000000005 0.15619500000000003 0.13148500000000005 -0.013125 0.12649500000000002 0.090900000000000009 -0.079279999999999975 0.27326500000000004 0.083335000000000006 0.40124500000000002 -0.032739999999999991 -1.0000000180025095e-35 -0.097539999999999974 0.093505000000000019 -0.51843499999999987 0.096300000000000011 0.092875000000000013 0.088225000000000012 0.12527000000000002 0.091840000000000019 0.086855000000000016 -1.0000000180025095e-35 0.084100000000000022 -0.47386499999999993 0.082380000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 3 12 10 6 7 8 13 11 14 -10 -3 -5 21 -6 -13 -17 19 -19 -18 22 23 27 25 26 -24 -1 -29 -12
right_child=1 2 -4 5 15 -7 -8 -9 9 -11 29 16 -14 -15 -16 17 20 18 -20 -21 -22 -23 24 -25 -26 -27 -28 28 -30 -31
leaf_value=-0.00085788978360120999 -0.0019057293554816527 0.0015371044449106704 -0.0019929134523127786 -0.0014524015690830308 -0.0019552075495068281 0.001976752651776451 0.0021735049563062154 -0.0013900290595582475 -0.00084115675635424163 -0.0016587141071095848 -0.00058483615382292145 -0.00023251511827712535 -0.0015959638042097781 0.001052068502014538 0.0020623931174508039 -0.0019085723166582993 0.0014514369237075269 -0.0011134580862417762 -0.00090246376842123435 0.0009790453367265169 0.00015955051396030864 -0.0017154485248026803 -0.001955450783432441 0.0016174511841400574 -0.0019015095270678811 0.0023254921956833686 3.9156677625788329e-05 0.00082996899782774832 -0.0018991775690777785 0.0010888413845636404
leaf_weight=5.5319900731556233 1.6170665407553304 6.0165285542607334 1.2026316300034512 3.3223454300314321 0.87297831010073323 1.6710186880081881 1.1999137243255962 2.7057034065946928 1.9556068480014932 1.3285363558679808 2.0756266536191101 2.1564833605662086 0.51993674598634232 0.88113766722381104 0.40154033899307151 0.69495208933949371 6.5350467059761055 1.3706046827137441 1.7232850594446061 5.6210519289597878 2.4434911645948887 5.9585364372469476 0.99754091026261438 0.34919874463230449 1.0052350787445901 0.6452934076078235 4.4523450965061775 0.45154525293038261 7.6443047034554068 1.5328391306102274
leaf_count=234 119 269 29 104 38 62 25 37 42 13 33 42 7 20 5 57 136 21 52 80 38 462 57 13 96 12 196 19 788 15
internal_value=0 0.000200166 0.000306789 0.000396772 -0.000727358 0.000156073 2.10255e-05 -0.000100071 8.73483e-05 0.000383172 -0.00094858 0.000590398 0.00128789 -0.000927412 -0.00108992 -5.94453e-05 0.000841817 0.000116429 0.000277908 0.000568843 0.00109985 -0.00113674 -0.000973139 -0.00131102 -0.00030803 -4.52289e-05 -0.000325934 -0.00138606 -0.00174696 0.000126125
internal_weight=0 33.5554 31.9384 30.7357 41.3289 24.1993 22.5283 21.3284 18.6226 14.4192 31.046 13.0906 6.53647 4.20348 27.4375 10.2829 11.135 9.40989 8.71494 6.99166 8.97854 27.036 21.0775 13.977 7.10041 6.09518 5.44989 13.6278 8.09585 3.60847
internal_count=3121 943 824 795 2178 519 457 432 395 271 1930 258 276 124 1882 248 216 210 153 101 174 1877 1415 1054 361 265 253 1041 807 48
is_linear=0
shrinkage=0.00186649


Tree=241
num_leaves=31
num_cat=0
split_feature=12 4 43 3 3 15 43 3 52 11 52 41 474 156 52 40 48 1 2 160 403 402 12 3 129 1 12 3 2 1
split_gain=4.49815 2.47666 2.03066 2.14902 1.78572 1.67527 1.5238 1.20273 1.13106 1.12709 0.986917 1.09226 0.931954 1.75251 0.919548 0.827337 0.886799 1.26646 0.885987 0.82418 1.03769 0.900093 0.978887 1.66079 1.2168 1.02552 0.912398 1.11261 0.742256 0.739391
threshold=0.051320000000000005 0.36766000000000004 -0.043144999999999996 0.20828500000000003 0.14121000000000003 0.15614500000000003 -0.40263499999999991 -0.097604999999999983 -0.087284999999999988 0.087830000000000005 -0.12005499999999998 0.078475000000000017 0.084660000000000027 0.078780000000000003 -0.075329999999999994 -1.0000000180025095e-35 0.11951500000000001 0.094465000000000007 0.10882500000000002 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.50169499999999989 0.092255000000000018 -0.078934999999999991 0.092550000000000007 0.13146500000000003 0.084100000000000022 -0.084074999999999997 0.10855000000000002 0.099195000000000019
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 6 8 5 7 -1 10 28 -3 -2 14 13 15 -12 -10 17 -17 -19 -9 -21 -22 23 24 26 -24 27 -23 -4 -8
right_child=1 9 3 -5 -6 -7 29 19 12 -11 11 -13 -14 -15 -16 16 -18 18 -20 20 21 22 25 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0004908078015108024 -0.0015508087618423131 0.0017331785439625882 -0.0018224436376330555 0.0011443991712130112 0.00067386905848520464 0.0005828456402735085 0.00059697877017817174 -0.0017676473280232091 -0.0012984927198491127 -0.00015655816803998205 0.0012951530344201775 -0.0017895711250989796 0.0011270773120677256 -0.0021089488939530021 -0.00027080150610493057 -0.00032223519768368434 -0.0008671093853064093 0.0016075251717593889 0.00020329865827410014 -0.0017495269069679803 0.002639430974466471 -0.0017629488315594219 -0.0016826679376458456 0.00074732067320299779 0.0013385364274660057 0.00071613581483855678 -0.0017566293966083315 0.0019558604836088836 -0.0001692935970259881 0.0016814855827747613
leaf_weight=1.9715084834024308 1.9920524717308579 1.6472565308213227 2.131294635590169 3.6502258758991948 2.2868376085534683 2.1248253462836137 3.3052723975852114 5.8867920259945086 1.4489296693354887 2.1852917671203613 1.4584339205175627 1.0708340280689297 1.6367177153006185 1.3644841806963075 4.7521124472841576 5.0867875646799785 2.4080408699810514 2.5798224871978164 2.775971794500947 4.3088118894957033 0.22641097009182232 0.46405330114066601 4.5736772324889898 2.4112557708285784 0.57988211838528503 0.59994403272867192 3.2924598567187786 0.4946043472737055 1.3020653091371057 4.3108749762177467
leaf_count=32 128 43 83 125 22 29 58 589 44 36 27 50 32 28 137 65 31 42 51 530 1 44 290 51 17 10 290 6 22 208
internal_value=0 -0.00066361 0.000188299 -7.61686e-05 -0.000802049 -0.000900634 0.000860922 -0.000998797 -0.000291049 0.000655664 -0.000474863 -0.000180504 -0.000111558 -0.000240982 9.69345e-05 -6.27377e-05 7.65958e-05 0.000294213 0.000879698 -0.00121154 -0.00101842 -0.000769238 -0.000831397 -0.000421993 -0.00100562 -0.0014045 -0.00132538 0.000155712 -0.0011955 0.00121083
internal_weight=0 40.3555 33.972 24.3843 36.523 34.2361 9.58766 32.1113 20.7341 3.83255 9.27343 7.28138 17.3008 15.664 6.21055 14.2996 12.8506 10.4426 5.35579 22.8379 16.9511 12.6423 12.4159 7.24226 4.831 5.17362 4.25112 0.958658 3.43336 7.61615
internal_count=3121 2300 821 523 2221 2199 298 2170 398 79 342 214 293 261 164 233 189 158 93 1828 1239 709 708 408 357 300 340 50 105 266
is_linear=0
shrinkage=0.0017251


Tree=242
num_leaves=31
num_cat=0
split_feature=1 150 0 15 50 1 447 3 43 484 4 16 43 3 4 16 132 48 15 474 52 47 4 0 151 13 1 16 150 1
split_gain=6.82684 2.56598 2.4212 2.22131 2.17893 1.54764 1.50015 1.42549 1.32944 1.28339 1.19217 1.31271 1.05815 1.15106 1.03533 1.28997 1.10365 0.971142 1.1256 0.959411 0.95037 1.15009 1.85047 1.16446 0.896741 0.88565 0.85773 0.777285 0.770859 0.736637
threshold=0.094385000000000011 0.080470000000000014 0.041630000000000007 -0.24436499999999997 0.11843500000000001 0.077565000000000009 0.084700000000000011 0.16158000000000003 -0.074359999999999996 -1.0000000180025095e-35 -0.49405499999999997 0.25084500000000004 -0.27207999999999993 -0.077774999999999983 0.053180000000000012 -0.087989999999999985 0.081465000000000024 0.086260000000000017 0.083840000000000012 0.084660000000000027 -0.014264999999999998 0.096300000000000011 -0.0073899999999999999 -0.075934999999999989 0.13982000000000003 -0.50061499999999992 0.111945 -0.090344999999999995 0.13529000000000005 0.13210500000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 4 26 24 14 8 9 -5 11 -4 -11 -14 15 17 19 18 -7 -17 -10 22 -22 -23 25 -1 -2 -20 -3 -9
right_child=1 28 10 7 -6 6 -8 29 20 12 -12 -13 13 -15 -16 16 -18 -19 27 -21 21 23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0007867486175069556 0.00022412298539481424 0.0012673733262687946 -0.0014685213708954536 -0.0017492767791728921 -0.0011957414209491102 0.0013936860732519324 0.0016107305440492133 1.5860057730063735e-05 -0.0015335916476827067 -0.0011627597702372546 0.00073681376222382888 0.00049623489344023544 -0.00022490006548953195 0.0012991299257748938 0.00053181523316848337 -0.0016274191434514284 0.00071803000670439109 -0.00097334559976240101 -0.0016488091491363699 -0.00018018997460175041 -0.0010811177542336479 -0.0016786330996835157 0.0012730743420014763 0.00022718761771113515 0.00062785797892501657 -0.0012100018519333069 0.0016014365052661743 0.0011542614734398118 0.00011732651862874002 0.0017648061440565109
leaf_weight=0.59503000602126377 1.6493220636621106 6.93582058791071 1.8685608031228187 0.84570792503654946 1.1838120426982639 1.6546281278133368 0.87660517357289869 1.269777508452534 3.1111585381440863 0.99013530043885101 4.1718210335820904 1.6886488599702714 2.2360950270667668 3.0640021329745699 1.9450795683078475 5.6928299204446349 0.76382820960134257 1.8218012200668452 0.75344758247956611 1.5122633613646028 1.6004533423110889 2.6473024822771554 1.9106885176151935 1.2224267767742274 0.75822969060391088 22.100533761084083 4.1397649766877294 0.39245922630652785 1.9470973331481216 1.243239229544997
leaf_count=6 25 204 35 26 20 27 13 19 128 16 60 28 50 67 27 272 21 19 48 60 65 45 22 25 16 1532 183 14 23 25
internal_value=0 0.000261923 -0.000674492 1.51092e-05 0.00080077 -0.000838667 -0.000441108 -0.00025689 -0.00041912 0.000118691 0.000151093 -0.000535829 0.000369835 0.000656146 -0.000564843 -0.000734253 -0.00112796 -5.54916e-05 0.00054159 -0.00132366 -0.000784901 -0.000469316 0.000199983 -0.00107659 -0.00109993 -0.00115765 0.00120904 -0.000688791 0.00101529 0.000881098
internal_weight=0 35.9968 46.5958 27.1139 6.9729 38.8667 15.4129 20.141 17.628 7.13594 7.72903 3.55721 6.29023 5.3001 14.5363 12.5913 7.96892 4.62234 2.80053 7.20509 10.492 7.38087 3.51114 3.86973 23.4538 22.6956 5.78909 1.14591 8.88292 2.51302
internal_count=3121 943 2178 716 228 2055 501 488 444 159 123 63 133 117 488 461 353 108 89 332 285 157 87 70 1554 1538 208 62 227 44
is_linear=0
shrinkage=0.00161508


Tree=243
num_leaves=31
num_cat=0
split_feature=123 1456 1213 1 457 1456 13 133 52 403 15 475 160 52 151 132 42 47 33 9 1366 43 133 43 160 150 133 3 403 15
split_gain=1.1356 1.06564 0.950661 0.879181 0.955913 0.821258 0.739882 0.728975 0.692189 0.726871 0.666696 0.664453 0.654057 0.653639 0.647057 0.732114 0.988946 0.861011 0.841733 0.968194 0.732371 0.705782 0.684698 0.747853 0.651949 1.01204 0.717096 0.666881 0.615496 0.581402
threshold=1.0000000180025095e-35 0.075120000000000006 -1.0000000180025095e-35 0.13146500000000003 0.080930000000000016 -1.0000000180025095e-35 -0.041739999999999992 -1.0000000180025095e-35 -0.23798499999999997 -0.080719999999999986 -0.073184999999999986 -0.086004999999999984 0.35004500000000011 0.26521500000000003 -0.5145249999999999 0.079970000000000013 -1.0000000180025095e-35 0.11518500000000002 -0.0066799999999999993 0.088235000000000022 -1.0000000180025095e-35 -0.086304999999999979 0.10722500000000001 -0.40263499999999991 -0.080719999999999986 -1.0000000180025095e-35 -0.25159999999999993 0.10542000000000001 0.093545000000000003 -0.24436499999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 11 4 5 -4 -5 -2 12 -10 -8 -1 -7 -9 -11 16 17 28 -18 20 -20 -17 23 -22 25 -25 -26 -27 -16 -28
right_child=7 -3 3 6 -6 8 10 13 9 14 -12 -13 -14 -15 15 21 18 -19 19 -21 22 -23 -24 24 26 27 29 -29 -30 -31
leaf_value=0.0030442275245872786 -0.0013307421998382397 -0.0029617325083061909 -0.0029292525898664381 0.0030024903532031855 0.00070839904295976093 -0.0026968037429779546 0.0025418713197670755 0.0021271638378701821 -0.0023501139685321048 -0.0030577405813035177 -0.00092539742315452466 -0.0027242207067285779 0.0024718447320228837 -0.0017089244537274991 -0.00305653202606372 0.0026268755641358091 -0.0031173582279942452 0.0033611959319686038 -0.0029065361431513106 0.0037834159125710014 0.0032932643583977643 -0.0011401523968287682 -0.0027771433244324099 0.0025767378023406375 -0.0030276837327079652 -0.0030082252736689402 0.0031055927972069054 -1.8693004365272682e-05 -1.6431074191602168e-05 0.00039726725587093265
leaf_weight=0.18341111391782772 0.82587675098329771 1.3314173545222718 1.1976972459815467 1.21091635664925 5.8003329713828853 1.7937638994772016 0.68036303366534445 3.2146849753335114 1.4271564346272594 0.65514944726602564 1.4685045210644592 1.9198278534458941 0.23178933421149839 0.42119744140654791 2.1100141433999084 1.4272175789810719 0.71159895788880589 0.24898339645005751 0.71116172638724329 0.57705742307007213 0.6385886492207814 0.58911154686938871 0.66410467657260674 0.5292012803256515 0.48281706590206752 1.5672521519009213 0.71302990103141972 1.0412208577618001 0.75925594614818681 9.7742291227913025
leaf_count=4 30 238 242 86 175 261 43 226 328 25 24 475 5 9 203 45 18 6 32 16 6 52 38 8 21 173 30 12 44 246
internal_value=0 -0.000414282 -0.000327568 -0.000219957 -0.000360971 -0.000583685 0.0011924 0.00112497 -0.000478282 -0.000344459 0.000172391 -0.00222119 -0.00210534 0.00168277 -0.00022108 -0.000138647 -0.000302176 -0.00180387 -3.32163e-05 9.82117e-05 -3.36966e-05 0.00152626 9.88793e-05 0.000228402 8.96703e-05 -0.0010742 0.000422563 -0.0018149 -0.00225207 0.000581407
internal_weight=0 40.4452 39.1138 37.0105 33.6507 27.8504 3.35978 4.46176 26.6527 24.6272 2.14887 2.10324 2.02555 3.63588 23.2 22.5448 20.5285 3.11825 17.4103 16.6987 16.1216 2.01633 15.4104 14.7463 14.1078 3.13767 10.9701 2.60847 2.86927 10.4873
internal_count=3121 2856 2618 2139 1986 1811 153 265 1569 1303 67 479 266 235 975 950 853 253 600 582 566 97 534 496 490 193 297 185 247 276
is_linear=0
shrinkage=0.00289552


Tree=244
num_leaves=31
num_cat=0
split_feature=1 52 158 157 42 42 2 4 376 43 455 2 403 42 1375 457 48 160 52 48 124 12 133 1186 484 48 2 16 16 52
split_gain=1.04762 0.811393 0.773797 0.776737 0.798435 0.795575 0.980483 0.857619 0.771081 0.752025 0.877818 0.726705 0.647876 0.721489 0.642116 0.619477 0.873543 0.635745 0.580612 0.628248 0.633257 0.69336 0.641529 0.578687 0.560832 0.612857 0.686709 0.529526 0.511859 0.509916
threshold=0.10089500000000001 0.19022000000000003 0.084765000000000021 -0.084489999999999996 -1.0000000180025095e-35 0.092145000000000019 0.089775000000000008 -0.49405499999999997 0.088235000000000008 -0.50216499999999986 0.081825000000000009 0.14753000000000002 0.03138500000000001 -0.091214999999999977 -1.0000000180025095e-35 0.045365000000000009 0.12879500000000002 -0.26568499999999995 -0.43320999999999993 -0.089099999999999999 -0.51664499999999991 -0.083994999999999986 -0.25159999999999993 0.090275000000000008 -1.0000000180025095e-35 0.11951500000000001 0.11411 0.25084500000000004 -0.5009849999999999 -0.088204999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 8 6 14 -8 12 -7 23 15 -5 -14 -6 17 -17 -2 -19 -20 -21 -22 -23 -11 -24 26 -26 -3 -15 -16
right_child=11 27 -4 4 5 9 7 -9 -10 10 -12 -13 13 28 29 16 -18 18 19 20 21 22 24 -25 25 -27 -28 -29 -30 -31
leaf_value=-0.0031624029839451033 -0.0031873217143413091 -0.0031278730877685509 -0.0024967579099021654 -0.0029227297218580965 -0.0032563126230499232 0.0027372584858619334 -0.0019611033214506244 0.0013533834497917185 0.0030101671464855938 -0.0029820206529405334 0.0032343401354972836 0.002439537623352589 0.0016559305809878927 0.0027199219750567508 -0.0024324115709671232 0.0027847025097402149 -0.0016007428447678965 -0.003093768830254398 -0.0025804997141146016 -0.004089066961972072 0.0026323427041133429 -0.0032326969020293091 -0.0017135300472299068 0.0022067454512314823 0.0005418932757930401 -0.0011415242275587256 0.002953121402091675 0.002980781127096631 -0.0030975460445597301 0.00015597921049876609
leaf_weight=0.87858198664617759 0.59538003988563915 1.6250660190125916 1.6729017482139159 2.1523841684684255 0.72251062630677232 0.36582653736695681 0.80464813252910961 7.5271211877698061 0.33913883287459601 2.205776660121046 0.27576346602290858 1.4109065525699396 0.82935611391440023 0.16792616993188847 0.82455384242349428 1.6275041606277221 0.57146537117660035 0.52614103141240676 0.71874474361538787 0.28944473713635588 1.2381347869522823 0.48017746559343422 1.0446274753194194 0.2201214414089917 5.0696121202782098 1.4312535012140868 1.4045646765734998 0.14383517112582911 0.87307026423513878 5.0449635558761354
leaf_count=149 23 277 231 510 34 9 33 196 5 305 7 112 46 2 97 87 7 97 11 3 111 18 57 3 134 30 90 3 92 342
internal_value=0 -0.000634141 -0.000492299 -0.000347959 -0.000237339 4.66322e-05 0.000337556 0.00103328 -0.00140862 -0.00136876 -0.00192474 0.000345793 -0.00178115 -0.000467438 -0.000541786 0.000148816 0.00164502 -0.000108262 4.19675e-05 0.000183262 0.000364543 0.000485374 0.00020349 -0.0025112 0.000387844 0.000665521 0.00106501 -0.00263116 -0.00215911 -0.00020764
internal_weight=0 26.6735 24.9046 23.2317 22.3532 17.9913 14.9238 8.33177 4.36188 3.06749 2.70166 16.408 4.02274 1.87035 6.59203 14.9971 2.19897 12.7981 12.2027 11.6766 10.9578 10.6684 9.43024 2.4259 8.95006 7.90543 6.47418 1.7689 1.041 5.86952
internal_count=3121 2341 2061 1830 1681 1026 702 229 655 324 315 780 650 140 473 668 94 574 551 454 443 440 329 308 311 254 224 280 94 439
is_linear=0
shrinkage=0.00305153


Tree=245
num_leaves=31
num_cat=0
split_feature=1213 31 480 1456 1 2 51 157 42 376 42 3 123 43 52 475 43 52 151 133 403 15 4 2 160 3 4 2 47 133
split_gain=0.921967 0.848516 0.775093 0.788582 0.76681 0.767706 0.74066 0.647827 0.631545 0.762792 0.734011 0.808292 0.680629 0.683196 0.651478 0.601461 0.584446 0.6332 0.627073 0.666187 0.576805 0.816017 0.551732 0.61703 0.82135 0.895166 0.811741 0.702909 0.653407 0.652
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 0.084710000000000021 -1.0000000180025095e-35 0.10089500000000001 0.14753000000000002 -0.096089999999999981 -0.084489999999999996 -1.0000000180025095e-35 0.088235000000000008 0.092145000000000019 -0.15447499999999995 1.0000000180025095e-35 0.13895500000000002 0.15915500000000002 -0.086004999999999984 -0.40263499999999991 -0.43320999999999993 -0.5145249999999999 -0.25159999999999993 0.03138500000000001 0.088345000000000021 -0.49013999999999996 0.089775000000000008 0.083670000000000008 0.086245000000000016 -0.083644999999999983 0.10402500000000002 0.09550500000000002 -0.14169499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=15 -2 3 -3 6 16 -5 -8 9 20 11 -10 13 14 22 -1 -6 -18 -19 -20 -9 -22 -13 24 25 26 -24 -25 29 -28
right_child=1 2 -4 4 5 -7 7 8 10 -11 -12 12 -14 -15 -16 -17 17 18 19 -21 21 -23 23 27 -26 -27 28 -29 -30 -31
leaf_value=0.0034210541596014984 0.0034596133815498909 -0.0023592623098664996 -0.0025560534069428839 -0.0033408004026034147 -0.0028452329836059281 0.0031452797720039646 -0.0033852923756700244 -0.0031580719400539168 0.0029295310180577432 0.0036245033219325664 -0.0014397820675485817 -0.0037957456099965673 0.0034125224589171494 0.0024409594425965557 -0.0034306372782576117 -0.0030420672515975382 -0.0033114255533270103 -0.0030458209461638776 -0.0030670626429447137 0.00097053381255076689 -0.0023408837091769791 0.002409383491312248 0.0032851404271898024 0.0015221814700979446 -0.0030783761842510132 0.0038366560473441567 0.0027651185863800222 -0.0015486619922657563 0.0022929691430844563 -0.0026924261053950923
leaf_weight=0.1687265783548354 0.68162051436956872 1.6208741579903279 1.4614513466367487 0.88283351354766537 0.58526166900992294 1.1415995801798988 0.69620033830870554 1.742160766036253 1.2291050439234847 0.295643308199942 2.7891533564543343 0.40764233656227311 0.64967534132301885 1.0936807640828199 0.65510659862775433 1.7544221834978078 0.44844353222288091 0.47124587278812846 0.455531118903301 10.65253454702907 0.9682095209136603 0.643534732516855 0.47720484063029056 3.9469865501159802 1.2051956732757387 0.56011606752872456 0.26512147963512944 0.99838723568245757 0.44244985468685616 1.9941743591334629
leaf_count=4 86 249 228 165 13 104 109 355 31 4 236 11 24 14 75 487 93 14 16 380 78 13 7 84 57 5 9 18 33 119
internal_value=0 -0.000156699 -0.000220262 -0.000128788 -2.75108e-05 0.000577743 -0.000406911 -0.000283922 -0.00017789 -0.00141011 9.11677e-05 0.000397818 0.000152716 -2.30933e-05 -0.000269148 -0.00247503 0.000345356 0.000500608 0.00064824 0.000804956 -0.0018539 -0.000444204 -6.8016e-05 8.56378e-05 -0.000731138 2.54359e-05 -0.000646083 0.00090223 -0.00134045 -0.002052
internal_weight=0 39.4611 38.7795 37.3181 35.6972 13.7546 21.9426 21.0597 20.3635 3.64955 16.714 13.9248 12.6957 12.0461 10.9524 1.92315 12.613 12.0278 11.5793 11.1081 3.35391 1.61174 10.2973 9.88964 4.94426 3.73907 3.17895 4.94537 2.70175 2.2593
internal_count=3121 2630 2544 2316 2067 620 1447 1282 1173 450 723 487 456 432 418 491 516 503 410 396 446 91 343 332 230 173 168 102 161 128
is_linear=0
shrinkage=0.00326957


Tree=246
num_leaves=31
num_cat=0
split_feature=1213 160 484 15 474 1374 133 52 403 150 403 11 1366 1 1374 48 15 9 15 1 0 1 475 160 12 51 13 48 15 43
split_gain=0.825984 0.770182 0.803923 0.826486 1.06254 0.79998 0.803662 0.825456 0.783346 0.777169 0.68715 0.67301 0.674304 0.595853 1.02999 0.672209 0.951689 1.40573 0.630873 0.881899 0.582333 1.26481 0.535904 0.516911 0.569825 0.515912 0.460643 0.456839 0.479596 0.56325
threshold=-1.0000000180025095e-35 -0.40698999999999991 -0.0068949999999999992 -0.24436499999999997 -1.0000000180025095e-35 0.10637000000000001 -0.25159999999999993 -0.53299999999999992 -0.082384999999999986 0.097210000000000005 0.092070000000000013 0.087830000000000005 -1.0000000180025095e-35 0.095025000000000012 -0.094929999999999987 0.083985000000000018 -0.008624999999999999 0.091600000000000015 0.035560000000000008 0.11146500000000002 -0.20211999999999997 0.11061500000000002 -0.086004999999999984 -0.089549999999999991 0.081420000000000006 0.11144500000000002 -0.15416999999999995 0.081275000000000014 -0.11713499999999999 -0.27207999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=22 10 9 4 -4 6 -5 -8 26 23 -2 12 -10 14 -14 16 17 -16 20 -20 21 -15 -1 24 -3 -6 -9 28 -22 -30
right_child=1 2 3 5 25 -7 7 8 11 -11 -12 -13 13 18 15 -17 -18 -19 19 -21 27 -23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=0.003884997003830817 -0.0035468860277775142 0.0039808128778216646 -0.0056359964213160193 -0.0031619507297846886 0.003501506588913913 -0.0039469528096348549 -0.0037767928738525122 0.0024692339828430378 -0.0027327257245057155 0.0022114629508303749 0.0033032288061911907 -0.0026471413321000519 -0.0042107544107260579 0.0031642441497262393 -0.003639260818848097 0.0018201752778728127 0.00047823421508663721 0.0042973313300562052 -0.0038851642748030015 0.0013192878112588179 -0.0018194524541020726 -0.0032852413674576502 -0.0034113638072557043 -0.0033923490527217005 -0.0037852505809647858 -0.0018166867156953011 -0.0036575114146760934 0.0037596824282418347 -0.0017414398064559823 0.002799828183993032
leaf_weight=0.15331008285284031 1.484748609131201 0.3090986742172398 0.22385114431381259 1.0489972376963184 2.1050684588262771 0.71551532833836873 0.72134356573224323 0.20462240185588587 0.85934824217112904 0.55987880169413973 0.23605048027820874 0.97178690484724839 0.71108209947126155 0.84486524341627844 1.802212325274023 3.4634050524327895 8.9056133703560985 0.37496610730886448 0.69673271721694607 1.2935978262685237 0.49182491563260589 0.84676658804528415 1.6133500474970777 2.241655883495695 0.2285790661117062 0.28846435341984022 1.0288615820463878 2.2028327737934887 0.44372415915131602 2.6390315690077832
leaf_count=4 206 8 1 137 215 24 161 5 43 16 9 36 38 26 202 96 289 4 27 34 7 16 487 402 58 10 308 142 6 104
internal_value=0 -0.000169471 -5.36657e-05 0.000123375 0.0021339 -5.04877e-05 4.38551e-05 0.00016184 0.000264107 -0.00179716 -0.00260722 0.000399093 0.000514838 0.000627749 0.000171814 0.000386053 -6.21141e-05 -0.00227238 0.00136314 -0.000502576 0.00186031 -6.41231e-05 -0.00277819 -0.00260467 0.000679282 0.00286057 -0.00264115 0.00242379 0.00160054 0.00214617
internal_weight=0 37.9445 36.2237 32.8845 2.61738 30.2671 29.5516 28.5026 27.7813 3.33921 1.7208 26.5478 25.576 24.7167 15.2573 14.5462 11.0828 2.17718 9.45938 1.99033 7.46905 1.69163 1.76666 2.77933 0.537678 2.39353 1.23348 5.77741 3.57458 3.08276
internal_count=3121 2630 2415 1931 226 1705 1681 1544 1383 484 215 1070 1034 991 629 591 495 206 362 61 301 42 491 468 66 225 313 259 117 110
is_linear=0
shrinkage=0.00372937


Tree=247
num_leaves=31
num_cat=0
split_feature=1 12 4 3 4 47 47 4 16 47 3 151 16 0 130 3 15 403 47 43 12 0 3 43 16 2 160 1429 0 151
split_gain=2.96009 1.82711 1.70813 1.3481 1.29261 2.02429 1.13645 1.10449 1.20122 1.08028 1.01923 0.983824 1.01835 1.04186 0.963498 0.855896 0.961943 1.05546 0.848083 0.925632 0.778104 0.876852 1.79529 0.952909 0.908041 0.805585 0.598289 0.592779 0.566581 0.527733
threshold=0.091615000000000016 -1.0000000180025095e-35 -0.15764999999999998 0.16158000000000003 -0.013125 0.13148500000000005 0.090100000000000013 -0.49405499999999997 0.38525000000000004 0.11069000000000002 -0.20241999999999996 -0.40381499999999992 -0.54165499999999989 -0.059114999999999994 -0.0070449999999999992 0.090900000000000009 -1.0000000180025095e-35 -1.0000000180025095e-35 0.096300000000000011 -0.073959999999999984 0.092200000000000018 -0.076899999999999982 -0.084074999999999997 -0.082389999999999977 -0.088159999999999988 0.080205000000000012 -0.030779999999999998 0.087935000000000027 -0.23001499999999997 0.11265500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 6 7 4 14 11 29 8 -1 -8 -4 -6 -13 18 -3 16 -12 27 26 -20 21 22 -19 -24 -25 -22 -14 -18 -26 -2
right_child=1 3 10 -5 5 -7 9 -9 -10 -11 15 12 13 -15 -16 -17 17 20 19 -21 25 -23 23 24 28 -27 -28 -29 -30 -31
leaf_value=-0.0014553264964609139 0.0017650652637699645 0.0012071932978755949 0.001346541646898541 0.0015784458705334686 -0.0019969540886281465 -0.002078518885131179 -0.0014508153634813323 0.00092078955329935987 0.0011556665490072714 0.0010483792378574929 -0.0015466974422104814 0.0020281972233039767 -0.00072985684492047405 0.0014690886406948888 -0.0013446648092074094 -5.3529350373102859e-06 -0.0018999644666058547 -0.0019366402812327744 0.00044324167256017057 -0.0021073884915947931 0.0018169574858386795 0.0016357742630599512 0.0020355025034947015 0.00088458307029930954 0.001543548649042483 -0.0019590734718336091 0.00056881991657532272 0.0020404163451453938 -0.0017203525350471835 -0.00073446516369786289
leaf_weight=1.9884114996530118 4.3882509819231954 0.59844632842577983 0.72286323830485599 1.6671443618834008 0.62257923837751761 1.3822248894721276 1.0332338036969306 3.6580732953734723 0.91071246564388264 1.50793842645362 8.4965463206172078 1.2681818907149178 1.6058813754934851 2.0468195443972741 4.2449291716329833 3.1006118683144441 2.6732933784369446 1.7325458189006888 0.84966999990865621 1.2411164646036921 0.23007962526753534 0.92297062370924887 0.92636247118934978 1.4714245009236036 0.2229364146478473 1.5466868656221775 5.7971880515106005 0.14255733788013447 1.2219034139998268 0.32136730290949334
leaf_count=72 263 15 14 69 15 27 18 66 6 38 888 38 39 69 292 47 526 143 28 42 5 22 14 53 4 130 85 2 77 14
internal_value=0 0.000230507 -0.000616473 -4.71128e-05 -0.000184979 9.10934e-05 0.00104697 0.000232875 -0.000635126 3.22134e-05 -0.00085437 0.000314368 0.00042671 0.000250726 -0.00102936 -0.000924493 -0.00106999 -0.000704789 -1.19459e-05 -0.00107084 -0.000365968 -6.40687e-05 -0.000345478 0.000371938 -0.0001565 -0.0014701 0.00028711 -0.00170048 -0.00121674 0.00159451
internal_weight=0 28.575 29.968 21.3242 19.657 14.8137 7.25079 6.5572 2.89912 2.54117 23.4108 13.4314 12.8089 11.5407 4.84338 22.6879 19.5873 11.0908 9.49386 2.09079 8.27491 6.49814 5.57517 3.84263 2.91626 1.77677 7.40307 2.81585 1.44484 4.70962
internal_count=3121 1052 2069 719 650 343 333 144 78 56 1925 316 301 263 307 1911 1864 976 194 70 448 313 291 148 134 135 124 528 81 277
is_linear=0
shrinkage=0.0018828


Tree=248
num_leaves=31
num_cat=0
split_feature=123 1456 39 42 393 133 1365 33 9 1456 1425 4 48 42 43 158 156 4 1374 160 133 42 4 452 1213 15 3 15 1374 0
split_gain=0.812766 0.863185 0.769896 0.704123 0.806141 0.691553 0.745238 0.691095 1.06255 0.823048 0.70045 0.683613 1.29308 0.635297 0.632398 0.579673 0.603339 0.614927 0.618136 0.581608 0.577025 0.579919 0.565162 0.55717 0.488307 0.499489 0.55155 0.925393 0.653453 0.592386
threshold=1.0000000180025095e-35 0.075120000000000006 0.16946000000000003 -1.0000000180025095e-35 1.0000000180025095e-35 0.10722500000000001 1.0000000180025095e-35 -0.0066799999999999993 0.09055500000000001 -1.0000000180025095e-35 1.0000000180025095e-35 0.27044500000000005 0.12933000000000003 -0.091214999999999977 -0.27207999999999993 0.09445000000000002 0.091255000000000017 -0.51843499999999987 0.094945000000000015 -0.40698999999999991 -0.089569999999999983 -0.14899999999999999 0.16173500000000005 0.085195000000000007 -0.082704999999999987 -0.17952999999999997 0.10299500000000002 0.040760000000000005 -0.094929999999999987 -0.23091999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 6 7 -5 9 23 11 14 -13 -6 -11 16 17 -16 19 -19 -2 -22 -15 -9 -21 -26 28 -28 -27 -30
right_child=20 -3 -4 5 13 -7 -8 8 -10 10 -12 12 -14 22 15 -17 -18 18 -20 24 21 -23 -24 -25 25 26 27 -29 29 -31
leaf_value=-0.0020616050950030347 -0.0020217092583319778 -0.0030059064317260074 0.0032175403027634186 -0.0029448817814207474 0.0026239963359065061 -0.0021876483200216554 -0.0029001593475323773 -0.003032767024224572 0.0035745860128306994 0.002453584483962737 -0.0036403055049625396 0.0025146734146734677 -0.002455339292867158 -0.0021381220081680796 -0.0030088257089006662 -0.0031352058834161556 -0.0020091603889496445 -0.0022484575860588691 -0.0031913923388915697 -0.0029747418538346479 -0.0027156708785320591 0.0018907852342987608 0.0028673797954811269 0.0034777549852661339 -0.0030196978663484201 -0.0021317389255044901 0.0026902155344907365 -0.00082834768186975478 0.0034331421856371538 0.00034955944331593311
leaf_weight=3.7885966809699303 0.45521448925137553 1.0408429313683871 0.54133560229092736 0.65386147773825598 0.66749820648692537 1.3674038553144772 0.76799029624089499 1.0867141534108835 0.75738602736964722 0.88894613296726177 0.41789086337666859 2.3542601243825625 0.56627208646386851 0.87348286190535851 0.52500486071223917 0.53150633512996037 1.2240327148465429 0.72666629275775108 0.44604263640940089 0.35355642717335278 0.25876716431230384 3.0141909347148599 0.25385344889946282 0.12813562154769886 0.33667695126499175 0.87942806247159033 2.3107418988365676 0.90785612631589163 0.57461480423810485 9.9525635141179123
leaf_count=659 18 238 23 21 25 222 48 224 37 23 58 148 10 106 18 44 123 92 16 115 6 241 17 1 12 37 58 15 7 459
internal_value=0 -0.000357148 -0.00027578 -0.000332499 -0.00128931 -0.000140035 -3.39385e-05 5.19727e-05 0.000130453 2.27111e-05 0.000147851 0.000217964 0.00155102 0.000340864 1.99123e-05 -9.53543e-05 -6.7606e-06 0.000137305 0.000237482 0.00033282 0.00109334 0.00152659 -0.00101098 -0.00234607 0.000455293 0.000536346 0.000618207 0.00169775 0.000313593 0.000517874
internal_weight=0 34.9232 33.8823 33.341 5.58343 27.7576 26.3901 25.6222 24.9683 24.2109 22.9961 22.5782 2.92053 1.79483 19.6576 18.7687 18.2372 17.0132 16.4881 16.0421 3.72817 3.27296 1.12734 1.21485 15.3154 14.9619 14.6252 3.2186 11.4066 10.5272
internal_count=3121 2856 2618 2595 807 1788 1566 1518 1497 1460 1235 1177 158 148 1019 996 952 829 811 795 265 247 123 225 703 588 576 73 503 466
is_linear=0
shrinkage=0.00295293


Tree=249
num_leaves=31
num_cat=0
split_feature=1 12 0 0 43 14 1 48 4 4 3 39 16 453 50 48 2 3 0 0 16 43 40 160 4 47 38 159 403 403
split_gain=3.52103 1.71566 1.65466 1.85599 1.48781 1.40009 1.65118 1.56643 1.71872 1.21601 1.19251 1.31913 1.48436 1.30887 1.21185 1.27228 1.21797 1.17756 1.51305 1.13098 1.11041 1.10879 1.07331 1.00607 1.40186 0.994195 0.985627 0.826448 0.79238 1.26687
threshold=0.10060500000000001 -0.064509999999999984 0.041630000000000007 -0.10011499999999998 -0.083134999999999987 0.062655000000000016 1.0000000180025095e-35 0.086260000000000017 0.0052350000000000009 -0.49405499999999997 0.31299000000000005 0.15619500000000003 0.064860000000000015 1.0000000180025095e-35 0.11534500000000002 0.12879500000000002 0.11411 -0.084074999999999997 -0.077999999999999986 -0.17169499999999996 -0.51370499999999997 -0.45785999999999999 -1.0000000180025095e-35 0.092070000000000013 -0.025314999999999994 0.078875000000000015 0.10657000000000001 -1.0000000180025095e-35 0.092070000000000013 0.097240000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 26 3 5 17 6 20 25 -9 21 11 12 13 14 15 16 19 18 -5 -3 -1 -4 -23 24 -19 -8 -2 -16 -6 -30
right_child=1 10 9 4 28 -7 7 8 -10 -11 -12 -13 -14 -15 27 -17 -18 23 -20 -21 -22 22 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=0.00079013008500344645 0.0016518399663799888 0.0019231560716844963 0.0009542177645796325 -0.0018684495265571649 -0.0016780535725165319 -0.00191088752607173 0.001422352144746138 -0.0018872936838108861 0.00067817497368489077 0.00086984546882979536 0.001879613775638092 0.002036164658569184 -0.001125015727929776 -0.0017935009299110561 -0.0019219073066491725 -0.0013870033735301601 0.0018764474078262381 0.0013395218959815606 0.00012664187494384934 2.2396219331756896e-05 -0.0015885663279284271 0.00052167171640647746 -0.0021309451676651617 0.0020392610941983207 -0.0015743898969101534 -0.00035361916649531472 -0.0005539689041086013 0.00041499742758207945 0.0022538499674006562 -0.0011854931695422079
leaf_weight=0.83660542592406084 3.7807696489617255 1.2663451405242137 1.0385686047375204 3.017042598221451 11.24482824187726 1.5313902995549131 4.1029871152713877 1.7282876037061217 1.7513704001903532 3.9404748007655135 1.0898930877447117 0.93028821051120658 4.3257304499857119 1.1168673299252976 1.2723968415521087 1.0495878234505642 2.3315757075324655 0.9988309931941336 2.1820024931803346 5.9063063701614773 2.9903795896098031 0.73707933910191092 1.6357421539723871 0.8815982830710708 1.2238125759176892 1.4111071135848758 0.82137963455170382 0.834863331168889 0.44964548386633341 1.7268291967920957
leaf_count=12 234 22 9 297 1177 81 58 22 25 67 60 25 162 17 43 13 81 38 95 97 129 9 55 15 76 28 18 14 4 138
internal_value=0 0.000252826 -0.000609976 -0.000770797 -0.00110727 -0.000261484 -6.44691e-05 0.00036279 -0.00059605 0.000179201 2.29168e-05 -8.33985e-05 -0.000192316 0.000100515 0.000267591 0.000519903 0.000730489 -0.000500025 -0.00103112 0.000357979 -0.00106857 -0.000618558 -0.00130695 0.000389469 -0.000264911 0.000967865 0.00125815 -0.000996062 -0.00148295 -0.000474947
internal_weight=0 24.726 43.4286 36.0767 21.7246 14.3521 12.8207 8.99375 3.47966 7.35186 20.1239 19.034 18.1037 13.7779 12.6611 10.5538 9.50423 8.30329 5.19905 7.17265 3.82699 3.41139 2.37282 3.10424 2.22264 5.51409 4.60215 2.10726 13.4213 2.17647
internal_count=3121 786 2335 2195 1840 355 274 133 47 140 534 474 449 287 270 213 200 521 392 119 141 73 64 129 114 86 252 57 1319 142
is_linear=0
shrinkage=0.00182513


Tree=250
num_leaves=31
num_cat=0
split_feature=4 151 403 480 14 376 150 160 158 52 403 376 4 0 43 42 1373 133 42 401 3 1 0 48 15 3 43 2 16 14
split_gain=0.766602 0.891954 0.759622 0.753797 0.684309 0.710495 0.669088 1.02278 0.669592 0.665347 0.654774 0.639597 0.622327 1.194 0.834202 0.735902 0.741838 0.759558 0.649537 0.588489 0.617974 0.928767 0.700679 0.611792 0.60889 0.802623 0.722846 0.610078 0.563916 0.51909
threshold=0.27287000000000006 -0.27559499999999998 -1.0000000180025095e-35 0.084710000000000021 0.076175000000000007 0.048375000000000008 -0.22665999999999997 -0.098904999999999979 0.090905000000000014 -0.04127999999999999 0.092070000000000013 0.11430500000000002 -0.49013999999999996 -0.019414999999999998 -0.45785999999999999 -0.11051499999999999 0.089210000000000025 -0.25159999999999993 -0.106335 0.10328000000000002 -0.084074999999999997 0.078340000000000007 -0.059114999999999994 -0.09386499999999999 -0.008624999999999999 -0.077774999999999983 -0.074359999999999996 -1.0000000180025095e-35 -0.056919999999999991 -0.46885499999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 9 4 5 6 -4 10 12 -1 -8 -7 14 15 -9 -14 17 -17 -19 20 21 22 -20 -22 25 -25 -27 -26 -28 -3
right_child=1 29 3 -5 -6 11 7 8 -10 -11 -12 -13 13 -15 -16 16 -18 18 19 -21 23 -23 -24 24 27 26 28 -29 -30 -31
leaf_value=0.00013510719331569172 -0.0030972215105801383 -0.00082635192284537902 0.0029293082255309501 -0.0033021530828927963 -0.0026465420686418986 0.0027750943193291019 -0.0033181173362137558 0.0022093500823914566 -0.0027863856388763006 -0.0032888962445473823 0.0023779529312202988 -0.0010925192556887179 -0.0035404352178387772 0.0021619148103943337 -0.0033448309025929292 -0.0033285158474896941 -0.0035013851877524448 0.0043178879168800921 -0.0033462486807842346 -0.0032631334562403178 -0.0036692158679833648 0.0010523631184916533 0.0031753800795466056 -0.0032938202417772495 -0.0023964142212479253 0.0024770085614145873 0.00044884723144373391 0.0019811379065098464 -0.0021705144921568423 0.0019340790395958845
leaf_weight=0.92641459475271437 0.52240870147943486 0.898517281631939 0.6903042057529224 0.84647204773500462 1.1503633245592926 1.6018718099221581 1.6911349670263103 0.37876358069479454 0.96707016171421756 1.7219288505148131 0.24525760603137303 0.63321976969018567 0.66195807629266923 2.678458572830972 1.1848018353339451 0.66257001098713786 0.63349936902522941 0.40237374044957164 1.5545389620820058 0.52559902798384506 0.35080591891894641 1.2630324328783897 0.19701285450721906 0.66770307451954636 0.3674912005662917 1.460009202826791 4.0051036133663969 4.1964562281499314 1.1152636472833819 3.7019522222690275
leaf_count=84 15 44 12 183 75 95 227 4 117 651 10 16 68 69 117 123 29 4 215 79 11 48 6 150 16 61 80 171 48 293
internal_value=0 0.000936849 -0.00041832 -0.000271288 -0.000183681 -8.29791e-05 -0.000235069 -0.00032172 -0.000132433 -0.00209115 -0.00259667 0.00167937 -1.73684e-05 0.000132039 -0.00199937 -0.000168953 -4.07006e-05 9.00453e-05 0.000230684 0.000125953 0.000243318 -0.00107714 -0.0026127 0.000570596 0.000696514 0.000109566 0.000454904 0.00162866 -0.000121674 0.00139494
internal_weight=0 5.12288 32.7795 30.1311 29.2847 28.1343 25.8992 25.2089 23.2725 2.64834 1.93639 2.23509 22.3054 20.7419 1.56357 18.0634 17.4015 16.768 16.1054 15.703 15.1774 3.01458 1.75155 12.1628 11.812 7.24808 6.58038 4.56395 5.12037 4.60047
internal_count=3121 352 2769 2034 1851 1776 1665 1653 1416 735 237 111 1299 1178 121 1109 1041 1012 889 885 806 269 221 537 526 339 189 187 128 337
is_linear=0
shrinkage=0.00325787


Tree=251
num_leaves=31
num_cat=0
split_feature=31 1213 156 14 3 124 39 42 42 3 376 0 15 4 48 1 48 1212 48 48 475 48 16 16 1 11 12 12 3 131
split_gain=0.734714 0.673893 0.607855 0.604592 0.705131 0.816237 0.597383 0.598932 0.765878 0.647943 0.794757 0.661781 0.798205 0.723787 0.609286 0.676836 0.747091 0.598348 0.665213 0.519419 0.498338 0.466045 0.599031 0.561541 0.462933 0.454468 0.450204 0.469809 0.599698 0.67914
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -1.0000000180025095e-35 0.076175000000000007 0.30112000000000005 -0.083289999999999989 0.15619500000000003 -0.11466499999999999 -0.106335 -0.11255999999999998 1.0000000180025095e-35 -0.10011499999999998 -0.028889999999999996 0.27834500000000006 0.12879500000000002 0.085110000000000005 0.095425000000000024 -0.50120999999999993 0.088965000000000002 -1.0000000180025095e-35 -0.086004999999999984 0.10493500000000001 -0.070454999999999976 -0.014034999999999997 0.092695000000000013 0.089270000000000002 0.089885000000000007 0.090545000000000014 0.10732000000000001 0.10033500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 20 -3 4 6 -6 7 -4 -9 19 11 12 14 17 15 -11 24 -13 26 -10 -2 23 -23 -20 -17 -21 -19 -28 29 -29
right_child=1 2 3 -5 5 -7 -8 8 9 10 -12 13 -14 -15 -16 16 -18 18 21 25 -22 22 -24 -25 -26 -27 27 28 -30 -31
leaf_value=0.0037257889963970402 0.0036812177093473396 -0.0035737996276414725 -0.00241698811699849 -0.0026829559106210719 -0.0040388363095800453 0.0036203061295557604 0.0038343656150843139 0.0040253859953138646 0.0037159293305467217 -0.0031760873021398324 0.0020254130245956313 0.0047898421459871415 0.0016275069142341195 0.0035993969739659443 -0.0033837896432312932 0.00080591605295163922 0.0028496906881320407 -0.0028740199068366628 -0.0037244027964277397 0.0011063019151328075 -0.0032112943292456129 0.0030062481351011841 -0.0036653609109788374 0.0023381248303246606 -0.0013438250948732326 -0.0015772378827698403 0.002338120919716997 -0.0030585518673393319 0.0014677537404776673 0.00097512853138966515
leaf_weight=0.57548220967873831 0.14497628808021534 0.65862482355441798 1.4793404875090335 1.1311913555255149 0.20591062027961005 1.1469818225596089 0.46321086981333692 0.55213489674497651 0.72861664742231358 0.85485595895443101 1.5325659839436401 0.19264082610608646 2.826851853635171 0.37685805303044695 0.85814411751925934 2.2717798785306513 1.0887478892691431 3.8145901527022783 0.22724642930552374 3.455126931192356 1.4273746251128603 0.22989562607835978 0.63590200478211034 1.2249482492916277 2.8129712706431746 1.0271634728414936 0.42398550419602532 2.5386270524468282 0.66614947747439135 0.65979540487751354
leaf_count=86 4 162 117 82 3 119 23 14 23 83 94 1 60 51 18 33 24 611 44 123 487 9 64 66 88 70 38 450 10 64
internal_value=0 -0.000308601 -0.000204015 -0.000137617 -4.84619e-05 0.00245458 -0.000157903 -0.000218577 -0.00010643 -0.000186624 -0.000439773 -0.000613845 1.26162e-05 -0.0012245 -0.000566228 -0.000222211 0.000186817 -0.00139578 -0.00151013 0.00094222 -0.00257578 0.000163088 -0.00189385 0.00138943 -0.000383358 0.000491341 -0.00198877 -0.00120135 -0.00158967 -0.00222645
internal_weight=0 35.6572 34.0849 33.4262 32.295 1.35289 30.9421 30.4789 28.9996 28.4475 23.2366 21.704 10.7134 10.9906 7.8865 7.02835 6.1735 10.6138 10.4211 5.21091 1.57235 2.31799 0.865798 1.45219 5.08475 4.48229 8.10315 4.28856 3.86457 3.19842
internal_count=3121 3035 2544 2382 2300 122 2178 2155 2038 2024 1808 1714 306 1408 246 228 145 1357 1356 216 491 183 73 110 121 193 1173 562 524 514
is_linear=0
shrinkage=0.00354208


Tree=252
num_leaves=31
num_cat=0
split_feature=1 52 52 2 12 3 47 52 16 31 48 50 48 128 2 2 3 132 1212 4 43 48 160 52 16 2 159 0 2 3
split_gain=3.54776 1.63719 1.37219 1.51781 1.32827 1.60027 1.31978 1.15226 1.20381 1.14538 1.13361 1.13057 1.16569 1.41977 0.834533 1.11034 1.05125 1.16173 1.23038 0.954618 0.767455 1.04709 0.815078 0.766461 0.720716 1.15162 0.700426 0.70661 0.931386 0.688057
threshold=0.099195000000000019 -0.43320999999999993 0.19022000000000003 0.088225000000000012 0.092355000000000007 0.10732000000000001 0.087885000000000019 0.084735000000000019 0.15891500000000003 -1.0000000180025095e-35 -0.086869999999999989 0.11843500000000001 0.12879500000000002 0.086435000000000012 0.084245000000000014 0.083995000000000014 0.086245000000000016 0.079970000000000013 -0.47386499999999993 0.053180000000000012 -1.0000000180025095e-35 0.088965000000000002 -0.08538999999999998 -0.10286999999999999 0.042200000000000008 0.113445 -1.0000000180025095e-35 -0.20211999999999997 1.0000000180025095e-35 -0.11255999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 9 7 29 10 20 -9 -1 -3 12 13 24 15 16 17 18 -11 -20 21 22 -5 -22 -12 -26 -8 -28 -29 -6
right_child=1 6 -4 4 5 -7 26 8 -10 14 11 -13 -14 -15 -16 -17 -18 -19 19 -21 23 -23 -24 -25 25 -27 27 28 -30 -31
leaf_value=0.0020127663744513458 -0.0017715781815872687 -0.00090878928268870308 -0.0016237045445944673 0.00098970267286162044 -0.00014911498278485203 0.00047286687155910354 -0.0013428667254302567 0.0014230199378108689 -0.00060751626213691786 0.0023122613777986304 0.0015681569782236889 -0.0012192709311877738 -0.00039951870486212246 -0.0010329189877005525 -0.0014443608960154979 0.0016573902666797598 0.0015805881922312541 0.00089864738162236655 -0.0016617979143593688 -0.00010835919276344679 -0.0012266730254590949 0.00079229100659040789 -0.0014624311859942694 0.00044428796004734243 -0.0005531191364944166 0.001692137198513218 -0.0012044746342364883 -0.00028118352172037123 0.0011424601423940396 -0.0018003870176797969
leaf_weight=0.40317608788609582 1.1409978368319595 1.2697525303810859 3.4195923157967618 0.46826006798073683 0.98338635871186797 1.9207054860889909 1.347124444786459 3.1416305205784729 1.2278167596086857 0.29408419178798517 7.8893607202917266 0.7859959630295642 1.7395140826702125 0.8514928827062257 6.3005930215585986 0.602802639827133 0.53410127758979875 0.92415310908108939 5.4181414367631051 1.5349476528353987 0.97754942905157793 1.0714038913138209 3.2863196190446615 5.4992595231160539 1.4232547064311805 1.3420132226310668 1.174816608428954 3.5665598157793275 2.2762834066525102 3.4041387750767167
leaf_count=8 107 24 274 21 33 15 49 84 9 7 357 25 24 17 548 36 7 38 431 30 39 43 213 90 41 46 19 59 48 379
internal_value=0 0.000262864 -0.000568669 -0.000473708 -0.00017707 -0.00085082 0.000360949 9.41213e-05 0.000852438 -0.000880918 0.000664556 0.000806931 0.000927166 0.00112774 -0.000955661 -0.000624869 -0.000782902 -0.000937387 -0.00117152 -0.00131886 -0.00019903 -0.000723938 -0.00115661 0.000192089 0.00130041 0.000536527 -0.000194427 2.60298e-05 0.000273447 -0.00143028
internal_weight=0 24.8072 41.4121 37.9925 21.9805 6.30823 23.6662 15.6722 4.36945 16.012 15.3014 14.0316 13.2456 11.5061 15.6088 9.30823 8.70543 8.17133 7.24717 6.95309 11.3028 4.82598 3.75458 6.47681 10.6546 2.76527 8.36478 7.01766 5.84284 4.38753
internal_count=3121 816 2305 2031 926 427 709 499 93 1105 534 510 485 461 1097 549 513 506 468 461 406 277 234 129 444 87 175 126 107 412
is_linear=0
shrinkage=0.00173885


Tree=253
num_leaves=31
num_cat=0
split_feature=4 151 1213 480 403 11 1456 475 1374 457 155 1 158 0 3 2 1 4 16 3 49 1 4 3 2 52 150 4 16 1
split_gain=0.694855 0.762384 0.682865 0.701816 0.646778 0.629516 0.817508 0.513711 0.497998 0.512833 0.531915 0.529533 0.611188 0.643759 0.856816 0.700453 0.731932 0.798677 0.763217 0.574702 0.642698 0.550243 0.530815 0.764814 0.807968 0.60859 0.530281 0.706038 0.49636 0.685786
threshold=0.27287000000000006 -0.27559499999999998 -1.0000000180025095e-35 0.084710000000000021 -0.083259999999999987 0.081790000000000015 -1.0000000180025095e-35 -0.086004999999999984 0.093235000000000012 0.5717850000000001 0.088610000000000008 0.094385000000000011 0.084765000000000021 -0.077999999999999986 -0.084074999999999997 0.092875000000000013 0.09253500000000002 0.0061450000000000003 -0.083539999999999989 0.090900000000000009 -0.14715999999999999 0.083135000000000014 -0.49405499999999997 -0.085854999999999987 0.10731 0.10347000000000002 1.0000000180025095e-35 0.033845000000000007 -0.54165499999999989 0.111945
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 7 4 -4 6 -6 -1 9 10 11 12 13 14 21 16 17 18 -16 20 -20 -8 25 -24 -25 -15 -13 -28 -3 -30
right_child=1 28 3 -5 5 -7 8 -9 -10 -11 -12 26 -14 22 15 -17 -18 -19 19 -21 -22 -23 23 24 -26 -27 27 -29 29 -31
leaf_value=0.0031066097792929845 -0.0027737728632399707 0.0031392192799104177 -0.0025212735612503128 -0.0030311703770347235 -0.0024626476354301708 -0.0023951377562596785 -0.0030587454886627664 -0.0030226751714287742 -0.0026391283321846549 -0.0031540038391605946 -0.002672289214088395 0.00045571860152579687 -0.0031294755292082324 -0.0024133079172309036 0.0013793453278786417 -0.0017707863590629373 -0.0030800626822498492 0.0025450017623585416 0.0030738629031918782 0.0019945644314653638 -0.0030732032590193854 0.00060962328385202251 0.0027254140822266693 0.0014040865637998474 -0.003318352057639098 0.0011811201581725858 0.0029911170302933062 -0.0015334455520349592 -0.00098926808511655613 0.0017482866066090591
leaf_weight=0.13613438606262196 0.47251526359468687 0.95877747004851688 1.032989187049689 0.80471477814717118 1.1720388034591618 1.0379590755328525 1.4959123141598123 1.2526372460415611 0.58335808268748124 0.41178651433437963 0.55846790038049121 6.5302338884212059 0.5582655183970936 0.78717744466848649 1.8639049176126885 1.4825473265955222 0.46135446103289712 1.7029627230949698 0.17537606367842484 0.35667058080434788 1.1829856148687852 0.4866145709529518 2.0870496006682515 1.0406258060829494 0.47329675185028452 0.91426949319429696 1.7344907044898721 0.3770145596936344 1.3282119135837995 2.1548868654062971
leaf_count=4 15 57 321 210 242 115 252 482 33 8 102 214 77 32 67 81 19 31 3 7 136 38 52 55 42 13 123 10 50 230
internal_value=0 0.00084498 -0.00036865 -0.000271372 -0.000193467 -0.000105946 -1.60663e-05 -0.00242185 9.7433e-05 0.000162114 0.00021838 0.000286465 -5.26629e-05 6.571e-05 -0.000413245 6.5552e-05 0.000539579 0.000855741 5.19422e-05 -0.00139069 -0.00227956 -0.00215834 0.000897477 0.0015492 -7.22867e-05 -0.000481848 0.000877819 0.00218325 0.00122993 0.000704373
internal_weight=0 4.91439 30.7008 29.3121 28.5074 27.4744 26.4364 1.38877 25.2644 24.681 24.2692 23.7108 15.069 14.5107 9.20833 7.2258 5.74325 5.2819 3.57894 1.71503 1.35836 1.98253 5.30242 3.60097 1.51392 1.70145 8.64174 2.11151 4.44188 3.4831
internal_count=3121 352 2769 2283 2073 1752 1637 486 1395 1362 1354 1252 905 828 634 344 263 244 213 146 139 290 194 149 97 45 347 133 337 280
is_linear=0
shrinkage=0.00299662


Tree=254
num_leaves=31
num_cat=0
split_feature=1 2 50 42 51 0 484 457 3 50 124 376 42 48 48 2 48 14 0 1 51 0 1374 474 16 3 151 3 130 402
split_gain=2.3148 1.25236 1.20314 1.14526 1.06694 1.06559 0.991048 0.88004 1.04338 1.02339 1.02218 0.840005 0.826871 0.894353 0.814098 1.14131 1.29697 1.27136 1.02987 0.955111 0.942874 0.834897 0.765643 0.738702 0.712651 0.818039 0.694158 0.633662 0.572763 0.541903
threshold=0.104035 0.14753000000000002 0.10124500000000002 -1.0000000180025095e-35 -0.10748999999999999 1.0000000180025095e-35 -0.0068949999999999992 0.080930000000000016 -0.10115999999999999 0.10030500000000002 -0.027784999999999997 0.088235000000000008 0.084050000000000014 0.086035000000000014 0.12879500000000002 1.0000000180025095e-35 -0.086869999999999989 -0.23083499999999998 -0.13455999999999999 0.11588000000000001 0.12808000000000003 -0.10324499999999999 -0.035729999999999991 0.085860000000000006 -0.056919999999999991 0.10732000000000001 -0.27559499999999998 0.10299500000000002 -0.44390499999999994 -0.50169499999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 5 3 11 -5 14 27 8 -8 10 -10 23 13 24 15 19 -17 18 -18 -2 -16 -21 -9 29 -12 -26 -14 -6 -28 -1
right_child=1 -3 -4 4 6 -7 7 22 9 -11 12 -13 26 -15 20 16 17 -19 -20 21 -22 -23 -24 -25 25 -27 28 -29 -30 -31
leaf_value=0.00068276577568186737 -0.0013135367764335634 0.0014630369269862458 -0.0017166987539030589 -0.0017378306314169848 -0.0017332451886096049 0.0013686919152796301 0.00042461906319291601 -0.00064939272634844324 0.00098289819380920724 0.0021683633444669671 0.00060735401210519353 0.0013077504264485333 0.00055715943024392219 -0.0015742476704597088 -0.0017909807185377512 -0.0012727950324746544 -0.0015024591886252717 0.0013506521424733338 0.00088316487578164293 0.0011859301035574191 0.00023955630709466221 -0.00047077205203107964 0.00097713854935258361 0.00105959596361681 -0.0011843061577246365 0.00045604257201104767 0.00071015349062627684 0.0012790002012600154 -0.0015568841027893982 -0.0014187483951608845
leaf_weight=0.37086545350030053 2.1695323255844503 2.1181576200760892 2.0995652477722606 1.2965627007652099 1.6150643830187679 1.6817407233174879 5.0664980015717527 1.080078720115125 1.1512014931067902 0.40816747583448965 2.673630230827257 0.41973257064819325 0.58109860913828359 1.3312789849005637 1.4789405800402158 0.94785872567445562 0.98269049450755153 4.4068209598772121 1.0800506835803441 1.2992921508848669 1.1604227637872098 2.5872158233541995 3.4556375197134903 0.40353556722402562 2.2015372384339398 1.423321049660444 0.3412804864347051 0.22640613093972195 4.4319011312909318 5.8890215316787353
leaf_count=23 68 112 292 137 235 121 120 27 35 5 46 7 19 33 25 16 11 149 47 23 22 97 86 23 81 12 5 3 569 672
internal_value=0 0.000237343 -0.000477519 -0.000401814 -0.000244972 9.14437e-05 -0.00017049 -7.9551e-05 -0.000234374 -0.000463948 -0.000539958 -0.00100596 -0.000674978 -0.000318505 -4.18663e-05 0.000125891 0.000569344 0.000839236 -0.000253347 -0.000417249 -0.000898235 8.30773e-05 0.000589817 -0.0011517 -5.30856e-05 -0.000540214 -0.00118295 -0.00136289 -0.00139479 -0.00129424
internal_weight=0 19.9127 36.4664 34.3668 27.2837 17.7946 25.9871 24.1456 19.6099 14.5434 14.1352 7.08316 12.984 7.62977 16.1128 13.4735 7.41742 6.46956 2.06274 6.05604 2.63936 3.88651 4.53572 6.66342 6.29849 3.62486 5.35428 1.84147 4.77318 6.25989
internal_count=3121 691 2430 2138 1413 579 1276 1038 925 805 800 725 765 172 458 411 223 207 58 188 47 120 113 718 139 93 593 238 574 695
is_linear=0
shrinkage=0.00168623


Tree=255
num_leaves=31
num_cat=0
split_feature=1 12 40 3 50 39 47 50 4 48 51 0 1 52 4 14 0 0 48 4 47 1212 160 42 3 43 16 15 394 48
split_gain=2.40616 1.13124 1.35418 1.05876 1.04785 1.0113 1.03378 1.09183 1.32013 1.27723 0.953981 0.986348 1.58471 0.956445 0.923828 0.877161 1.13239 1.02998 0.915888 1.70034 1.05998 0.805725 0.803937 1.02091 0.771734 1.29918 0.894406 0.823797 0.804347 0.760075
threshold=0.10089500000000001 -0.064509999999999984 0.57330500000000006 0.31299000000000005 0.088425000000000017 0.15619500000000003 0.096475000000000019 0.11610000000000001 -0.033174999999999989 0.12879500000000002 -0.10748999999999999 -0.060129999999999996 0.077565000000000009 0.11434500000000002 -0.49405499999999997 0.062655000000000016 -0.10011499999999998 -0.077999999999999986 0.086260000000000017 0.0052350000000000009 0.078875000000000015 -0.47073499999999996 -0.079279999999999975 -0.12995999999999999 -0.084074999999999997 -0.083134999999999987 -0.51370499999999997 0.083935000000000023 -0.43358499999999994 0.092065000000000022
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 -2 5 10 6 7 8 -3 22 -1 12 24 14 -13 16 18 -18 20 -20 -14 -6 -10 -24 28 27 -27 29 -12 -26
right_child=1 3 -4 -5 21 -7 -8 -9 9 -11 11 13 15 -15 -16 -17 17 -19 19 -21 -22 -23 23 -25 25 26 -28 -29 -30 -31
leaf_value=-0.00211349812889391 0.0016830792611227472 -0.00092005744218581135 -0.0027756106510645469 0.0021331624470597894 0.0018830254759128792 0.0022750155688162194 -0.00088177605587583209 -0.0021948951086193992 -0.00036191989029118142 -0.0014730649541614704 0.0014968721096690315 -0.00043751905759245141 0.0018847191054011622 -0.0012775572647746565 0.0012378549983196397 -0.0021407448787588408 -0.0019274405058991339 0.0008016308459439566 -0.0020288234103883881 0.001098370444125834 -0.00039067041135118209 -0.0019665304903816222 -0.00056916453362160452 0.0018715700766450262 -0.0017378101917855412 0.00069057453343778375 -0.0016872461444353245 0.0022132235279425745 -0.0020986128895462441 0.0018401631968974974
leaf_weight=1.3771737138740743 3.6303116700146378 2.4021284168120518 0.31539279595017422 1.0330630755051959 0.2510219253599647 0.78008672734722573 5.2547628511674711 0.73364048358053047 1.2306472770869765 0.90023192577064026 0.28506584325805295 2.1815940565429623 2.9237727038562289 1.355104894377291 3.9240181490313257 0.76447246852330941 1.7399875908158711 0.89070363505743277 1.3317761514335873 1.668842304497957 1.2429252397269008 2.996517881518229 0.86768238246441232 4.6025111409835402 0.7170073250308675 0.81035457691178159 4.0014653722755531 0.86389399506151665 3.7759674598928585 0.39076755940914154
leaf_count=178 249 110 3 60 6 25 125 26 27 9 4 40 44 34 101 48 149 41 22 22 27 442 9 137 49 13 529 20 560 12
internal_value=0 0.000326788 0.00132668 0.000105202 -0.000554863 -1.97119e-05 -0.000131651 0.000235471 0.000413715 0.000835221 -0.000435236 -0.000355172 -0.000580401 0.000291078 0.000639228 -1.13859e-05 0.000154754 -0.00100343 0.000579852 -0.000289584 0.00120597 -0.00166898 0.00114533 0.00148442 -0.00113462 -0.000708603 -0.0012868 0.000702473 -0.00184623 -0.00047568
internal_weight=0 21.7505 3.9457 17.8048 33.4924 16.7717 15.9916 10.7368 10.0032 7.60107 30.2449 28.8677 21.407 7.46072 6.10561 10.5625 9.79801 2.63069 7.16732 3.00062 4.1667 3.24754 6.70084 5.47019 10.8445 6.78349 4.81182 1.97167 4.06103 1.10777
internal_count=3121 780 252 528 2341 468 443 318 292 182 1893 1715 1540 175 141 353 305 190 115 44 71 448 173 146 1187 623 542 81 564 61
is_linear=0
shrinkage=0.00206397


Tree=256
num_leaves=31
num_cat=0
split_feature=31 4 151 12 403 151 484 1456 11 47 1213 480 1374 150 1 1456 448 48 42 42 132 39 160 15 0 2 150 403 43 4
split_gain=0.694647 0.658404 0.687724 0.768642 0.680245 0.675722 0.674397 0.595382 0.663204 0.545298 0.539666 0.562059 0.52074 0.518483 0.56917 0.543823 0.477716 0.467946 0.457446 0.6476 0.527936 0.522302 0.493114 0.615023 0.667535 0.674283 0.522278 0.626614 0.496522 0.835902
threshold=-1.0000000180025095e-35 0.27044500000000005 -0.086944999999999981 0.088305000000000008 -1.0000000180025095e-35 -0.27559499999999998 0.073690000000000019 -1.0000000180025095e-35 0.082245000000000013 0.077555000000000013 -1.0000000180025095e-35 0.084710000000000021 0.093235000000000012 0.081835000000000019 0.111945 0.091535000000000019 -0.081729999999999983 0.14257500000000004 -0.11466499999999999 -0.106335 -1.0000000180025095e-35 0.15438500000000002 -0.090969999999999981 -0.095869999999999983 -0.20211999999999997 0.10327000000000001 -0.10114999999999998 0.092070000000000013 -0.15323999999999996 -0.51843499999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 9 6 -3 -4 -6 10 -2 -9 12 16 14 -7 17 -12 -16 21 -20 -21 -18 26 24 -24 -26 -22 -28 -25 -30
right_child=1 5 4 -5 7 13 -8 8 -10 -11 11 -13 -14 -15 15 -17 18 -19 19 20 22 -23 23 28 25 -27 27 -29 29 -31
leaf_value=0.0035066638768941746 0.0025161585234452794 -0.0030195220505069916 -0.0033780804408521216 -0.0024761060730391451 -0.0028288082167610006 -0.00092371451601485244 0.0012000652592105605 -0.003374988579343121 -0.0032160675904274578 -0.0011473057126697576 -0.0027220793155942288 -0.0033814809135611868 -0.0034005788854472459 0.0034491313869783767 0.0030995366414934421 -0.0029302955459171182 -0.0036108526387986163 -0.001542373725306934 0.0038804337036008846 -0.0035586792546255905 0.0037525153099762336 0.0016002198789343955 -0.0040025578061020691 0.0024997551292809173 -0.0011381892869701713 0.0033125509711496967 -0.0032172149270220693 0.0031425847655013493 -0.003347235596828908 0.00064455613369112936
leaf_weight=0.54959179216530074 2.1184371759882232 0.46091557107865799 1.7427878317539645 0.59307285561226297 1.1592862613033599 1.4952029918786132 0.45379062311258156 0.60583732451779582 0.88314209517557074 0.57887082011438895 0.69800800457599521 0.59479211579309677 0.51699342532083292 0.93633340089581896 1.5812841608421879 0.24332945980131615 0.72926624608228141 0.28713310603052367 0.52338070794942027 0.42938008438799613 0.18086084723472584 0.30532978475093842 0.6562751769088212 1.4693170608952915 1.7401248090900794 0.48761675122659642 1.1889668704243614 0.20294161327183236 0.61860901385082812 11.486950946156648
leaf_count=86 123 15 675 56 243 55 44 192 108 35 25 160 28 73 169 9 62 6 10 80 2 3 11 36 58 23 151 5 18 560
internal_value=0 -0.000283487 -0.000471067 0.000971824 -0.000649057 0.000839696 -0.00243228 -0.00048903 -0.000372704 0.00172994 -0.000260775 -0.000174343 -8.45066e-05 0.00123121 0.000655461 0.00177358 -1.75405e-06 0.00238618 9.30962e-05 0.00021114 0.000107114 -0.00207296 0.000194405 0.000365406 -0.00103748 -0.000163994 -0.0015951 -0.00228995 0.000663453 0.000440571
internal_weight=0 34.9682 29.964 3.29038 26.6737 5.0042 2.19658 24.4771 23.3178 2.69731 22.4347 21.8288 21.234 4.54328 3.60695 2.11175 20.717 1.86842 20.019 18.9844 18.461 1.0346 18.0317 16.4589 2.88402 2.22774 1.57277 1.39191 13.5749 12.1056
internal_count=3121 3035 2708 214 2494 327 719 1775 1532 158 1424 1232 1072 312 239 184 1044 175 1019 954 944 65 864 706 92 81 158 156 614 578
is_linear=0
shrinkage=0.00334509


Tree=257
num_leaves=31
num_cat=0
split_feature=1 0 0 43 12 14 1 16 43 0 15 151 52 483 160 133 38 4 43 48 4 403 403 16 43 47 40 13 47 4
split_gain=3.30094 1.46046 1.63014 1.42717 1.34959 1.18479 1.17985 1.26327 1.12039 1.28876 1.72181 1.06781 1.08521 1.18529 1.03628 1.0572 0.998162 0.953138 1.28332 0.861344 1.47735 0.853561 1.37901 0.851918 0.820372 0.81634 0.800758 0.694036 0.686456 0.882694
threshold=0.10089500000000001 0.041630000000000007 -0.10011499999999998 -0.083134999999999987 -0.064509999999999984 0.062655000000000016 1.0000000180025095e-35 -0.51370499999999997 -0.084154999999999994 -0.077999999999999986 0.14654000000000003 -0.40381499999999992 -0.43320999999999993 0.10018500000000001 -0.40698999999999991 -0.25159999999999993 0.12566000000000002 -0.49405499999999997 -0.45785999999999999 0.086260000000000017 0.0052350000000000009 0.092070000000000013 0.097240000000000007 -0.52595999999999987 -0.27207999999999993 0.078875000000000015 -1.0000000180025095e-35 -0.0013449999999999996 0.096475000000000019 -0.036839999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 8 16 6 7 -1 9 10 -4 -6 -13 14 -14 -16 -2 18 -3 25 -21 23 -23 -5 -17 -8 -20 -11 29 -26
right_child=4 17 3 21 11 -7 19 -9 -10 27 -12 12 13 -15 15 24 -18 -19 26 20 -22 22 -24 -25 28 -27 -28 -29 -30 -31
leaf_value=0.0010254952691961874 0.0014134562637173054 0.0011727476415278951 -0.0016985220515846129 0.0014180795632828601 -0.0016857608389858377 -0.0017196185042890014 0.0012140007188444343 -0.0014275796318259678 0.0016849380129820434 0.0011089443799011374 0.0012914007649127933 -0.0016901382507530905 -0.0017380105626293579 -0.0015917680769264482 -0.001571804974883283 -0.00095728571606794614 -0.0014975512679210831 0.00082309911737949489 0.00036079539150529256 -0.0016547695171602937 0.00072147930879486091 0.0021982504257033238 -0.0010919774154768665 -0.0016030053186216933 -7.2394341243137573e-05 -0.00035496402997484263 -0.0018712582218692478 -0.00060992928577882123 0.00010906796830045707 0.0011968040814933059
leaf_weight=0.76302418485283752 3.9041579808108535 0.9261930808424953 3.1425283234566455 0.26507414318621236 0.85076703876257553 1.2068472579121579 3.5084246601909399 2.4062754102051289 0.66997292242013173 1.4199791778810325 0.63970620930194844 0.78206843370572343 0.59106538537890507 0.85392855573445636 0.6468081455677791 0.87577654048800724 0.35457888804376114 3.4998952071182421 0.64286713395267781 1.3067919611930849 1.6134744621813295 0.46204688865691323 1.4696445197332648 9.1145057678222621 1.8901151940226597 1.2380923656746743 1.430547683499753 1.1927622810471801 3.8266387656331071 7.5620386288501011
leaf_count=12 246 9 353 5 17 81 59 129 37 33 7 96 20 30 19 13 6 67 9 22 26 4 138 1174 33 29 55 92 74 226
internal_value=0 -0.000480623 -0.000633348 -0.000944662 0.000330682 -0.000158316 1.5571e-05 -0.00083699 -0.000358884 -0.000573006 -0.00119282 0.000130501 0.000221244 0.000313255 0.00041894 0.000505074 0.00117109 0.000234167 -0.000452989 0.000368003 -0.00034187 -0.00131054 -0.000304978 -0.00151763 0.000599979 0.000804748 -0.0011792 0.000324248 0.000702685 0.000943007
internal_weight=0 36.9187 30.4192 18.3762 22.1379 12.0429 10.8361 3.1693 7.06495 6.39498 3.78223 17.8792 17.0284 16.2464 15.3924 14.8014 4.25874 6.4995 2.99961 7.66678 2.92027 11.3113 1.93169 9.37958 14.1546 4.74652 2.07341 2.61274 13.2788 9.45215
internal_count=3121 2341 2201 1843 780 358 277 141 522 485 360 528 511 415 385 365 252 140 73 136 48 1321 142 1179 346 88 64 125 333 259
is_linear=0
shrinkage=0.0016612


Tree=258
num_leaves=31
num_cat=0
split_feature=1 12 0 0 14 43 1 16 4 3 38 3 0 147 52 48 4 47 160 4 52 0 48 50 2 130 51 394 1212 132
split_gain=3.72426 1.43393 1.29408 1.74889 1.44058 1.31365 1.29885 1.40159 1.26667 1.1824 1.11896 1.04158 1.39713 1.02852 0.925896 0.881441 1.60928 1.12607 0.833309 1.44832 0.828816 0.980855 0.824257 1.09994 1.36429 0.813355 0.683403 0.68231 0.694457 0.677708
threshold=0.10089500000000001 -0.064509999999999984 0.041630000000000007 -0.10011499999999998 0.062655000000000016 -0.083134999999999987 1.0000000180025095e-35 -0.51370499999999997 -0.49405499999999997 0.31299000000000005 0.10657000000000001 -0.084074999999999997 -0.077999999999999986 0.089025000000000007 0.10347000000000002 0.086260000000000017 0.0052350000000000009 0.078875000000000015 0.092070000000000013 -0.081374999999999989 -0.43320999999999993 -1.0000000180025095e-35 0.11951500000000001 0.10965000000000001 0.11474000000000002 -0.44390499999999994 0.14122000000000004 -0.50204999999999989 -0.50120999999999993 0.081465000000000024
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 10 3 4 6 11 7 -1 14 13 -2 12 -5 20 -4 17 -17 -8 19 -13 -3 22 23 24 -22 -7 -24 -27 -29 -14
right_child=1 9 8 5 -6 25 15 -9 -10 -11 -12 18 29 -15 -16 16 -18 -19 -20 -21 21 -23 26 -25 -26 27 -28 28 -30 -31
leaf_value=0.0012845509250273199 0.0018094952999828937 -0.0020308406950008307 -0.0017443739186590933 -0.0020354627534978878 -0.0020971339846024535 0.0018060590447690405 0.0015130560792958204 -0.0017393620166229271 0.00092800576097903367 0.002068626297222233 -0.00081874604084090159 0.0036092370944626273 -0.00054714208195688174 0.001336654460977416 0.00047752411513066558 -0.0020090196290752185 0.00086404339993607893 -0.00056995580536245286 0.0021721649124021528 -0.00100999395020687 -0.00011300821044074598 0.0016023843781578135 -0.0018997153695910886 -0.0019201132898471343 0.0018299504164315319 0.0013446351678742374 3.6094091550297227e-05 0.0008408743188667979 -0.0018469827874045158 0.002064956398943012
leaf_weight=0.79328043758868982 3.7808442334644523 0.91297787730582669 1.768472910858691 2.721965056611225 1.4937163330614556 0.27323340438306232 3.6712635532021505 2.6565446867607547 3.7220571245998135 1.1574600213207293 0.77851233445107926 0.3234338015317918 1.4594394124578687 1.9952331124804903 1.2946130190975962 1.4022181052714588 1.7424919633194802 1.4399939519353209 0.78935291059315194 1.6533379503525785 7.729046009480955 1.2758363708853657 1.856940501369537 1.032946963328867 1.7701339195482431 0.29030983150005241 1.1942184604704378 0.39677635766565345 11.104247508337727 0.54317564237862814
leaf_count=12 234 96 57 297 81 3 59 129 67 60 18 2 81 54 16 22 26 29 15 112 122 43 35 40 61 8 17 24 1286 15
internal_value=0 0.000355706 -0.000647986 -0.000812362 -0.000250889 -0.00119135 -1.52988e-05 -0.00104402 0.000145527 0.000113578 0.00136072 -0.000534696 -0.0011043 -1.37844e-05 -0.000805289 0.000414561 -0.000417048 0.000926209 0.000438192 -0.000254208 -0.00018462 -7.11844e-05 -0.000228378 3.63114e-05 0.000249054 -0.00159905 -0.00114204 -0.00167796 -0.00175425 0.000161346
internal_weight=0 23.4841 39.5399 32.7548 13.1995 19.5553 11.7058 3.44983 6.78514 18.9248 4.55936 7.4907 4.72458 17.7673 3.06309 8.25597 3.14471 5.11126 2.76612 1.97677 15.7721 14.8591 13.5833 10.5321 9.49918 12.0646 3.05116 11.7913 11.501 2.00262
internal_count=3121 780 2341 2201 358 1843 277 141 140 528 252 522 393 468 73 136 48 88 129 114 414 318 275 223 183 1321 52 1318 1310 96
is_linear=0
shrinkage=0.00199633


Tree=259
num_leaves=31
num_cat=0
split_feature=1 52 2 42 484 376 133 43 4 131 133 16 16 15 47 48 4 33 1 15 133 12 457 48 48 403 42 0 3 52
split_gain=0.737039 0.630995 0.599574 0.551003 0.566521 0.537847 0.534954 0.537289 0.682293 0.574029 0.498276 0.47078 0.674568 0.621809 0.544387 0.506789 0.848387 0.700231 0.586255 0.706071 0.595446 0.530907 0.465021 0.740785 0.486645 0.459381 0.545815 0.457156 0.443434 0.438445
threshold=0.10060500000000001 0.19022000000000003 0.14753000000000002 -1.0000000180025095e-35 -0.0068949999999999992 0.088235000000000008 0.18829500000000002 -0.12152999999999999 -0.51843499999999987 0.08844500000000001 0.10275500000000001 0.25084500000000004 0.0065250000000000004 0.091475000000000015 0.10421000000000001 0.085875000000000021 0.0052350000000000009 -0.0066799999999999993 0.077565000000000009 0.083935000000000023 0.083950000000000011 0.089885000000000007 0.045365000000000009 0.12879500000000002 -0.089099999999999999 0.03138500000000001 -0.091214999999999977 -0.077809999999999976 0.10299500000000002 -0.43320999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 22 5 28 25 7 -6 -9 10 11 12 13 15 -13 17 -17 -10 19 -19 21 -21 24 -24 -2 -1 27 -27 -5 -26
right_child=2 -3 -4 4 6 -7 -8 8 9 -11 -12 14 -14 -15 -16 16 -18 18 -20 20 -22 -23 23 -25 29 26 -28 -29 -30 -31
leaf_value=-0.0028687335393257568 -0.002569780862050806 -0.0025930605192498548 0.0024542218299936245 -0.00307059363372704 0.0018676171322521192 0.0026700013035119716 -0.0031579828141405364 -0.0033852937591315121 -0.0031774658627635316 -0.0027608860492234323 0.002443682187284552 -0.003161782298900572 0.002066675851839438 -0.0023427766342468312 0.0027196133243898696 -0.0026028848824420129 0.00078975000227869685 -0.0021258920230288764 0.0017057958683919766 -0.003038515111358938 0.0042993356493299653 0.0037541961530353891 0.0026884664232720251 -0.0015991495140143146 -0.0030483656644514192 -0.0018439869067918622 -0.00222275474560945 0.0030909961661924686 0.002426682513086986 0.00020726509564082264
leaf_weight=1.7563674845732782 0.66955283470451732 1.2859500102349546 1.1231111694360141 0.93343808240024972 1.3599142141174567 0.26336145028471936 0.48351477505639273 0.55641984555404889 0.39987647859379016 0.64085843670182008 0.81261396897025484 0.75577184208668846 1.4859455598052598 1.01670372346416 0.17612506449222565 1.3539334083907308 1.3223821994615717 0.99758780794216828 3.3812036486342549 0.3061011137906462 0.39817680523265153 0.15850861370563507 1.3712104958249245 0.49875495908781875 0.39046577608678212 0.26914314972236753 0.89848092570900895 0.46422788500785828 0.15534083312377334 9.757309089647606
leaf_count=555 14 280 112 324 49 6 145 20 16 53 37 103 52 80 5 62 34 134 101 116 3 1 89 7 96 38 102 15 4 468
internal_value=0 -0.000546421 0.000344428 -0.000417065 -0.000185196 -0.00147713 -3.86079e-05 6.1131e-05 -0.000117377 2.03151e-05 0.000162167 4.41133e-06 0.000181364 -0.000118757 -0.00205022 0.000153091 -0.000926565 0.000665282 0.000958443 -0.00039986 0.00159585 -0.000721079 0.000157664 0.00154488 -8.21402e-05 -0.00179948 -0.000648633 0.00127988 -0.00228627 8.1995e-05
internal_weight=0 21.6319 13.8104 20.346 16.6944 3.65158 15.6056 15.1221 13.7622 13.2058 12.5649 11.7523 10.8204 9.33447 0.931897 8.31777 2.67632 5.64145 5.24158 1.86037 0.862787 0.46461 12.6873 1.86997 10.8173 3.38822 1.63185 0.733371 1.08878 10.1478
internal_count=3121 2335 786 2055 1339 716 1011 866 817 797 744 707 599 547 108 467 96 371 355 254 120 117 674 96 578 710 155 53 328 564
is_linear=0
shrinkage=0.00301265


Tree=260
num_leaves=31
num_cat=0
split_feature=1 0 12 51 0 3 47 4 40 151 160 14 157 0 1 16 15 47 47 48 1446 2 4 43 2 40 159 12 12 1
split_gain=2.87322 1.66988 1.41634 1.38133 1.21601 1.16487 1.19334 1.83592 1.26553 1.15382 1.1307 1.06264 1.08094 1.05198 1.00657 1.08666 0.910558 0.810861 1.63928 0.810169 0.80298 0.751623 0.73106 1.31805 1.13733 0.815265 0.789623 1.16203 0.685616 0.889048
threshold=0.094385000000000011 -0.060129999999999996 -1.0000000180025095e-35 -0.40274499999999996 -0.10011499999999998 0.16158000000000003 0.13148500000000005 -0.013125 -1.0000000180025095e-35 -0.40381499999999992 -1.0000000180025095e-35 0.062655000000000016 -0.067349999999999979 -0.10224499999999999 0.077565000000000009 -0.091354999999999978 0.14654000000000003 0.090100000000000013 0.10980000000000002 0.11951500000000001 0.089705000000000021 0.113445 -0.49405499999999997 -0.45785999999999999 0.12437500000000001 -1.0000000180025095e-35 0.092630000000000018 0.092355000000000007 0.092755000000000018 0.11588000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 -2 11 6 7 8 -4 -9 21 12 -1 14 -14 -16 -6 20 -19 28 -5 -11 23 -3 26 -25 27 -24 -12 -30
right_child=2 22 5 17 16 -7 -8 9 -10 10 19 -13 13 -15 15 -17 -18 18 -20 -21 -22 -23 24 25 -26 -27 -28 -29 29 -31
leaf_value=0.0013257370836366198 -0.0021152848147084572 0.0011516008173479933 0.0017649976619205988 0.0018353272143081486 -0.001286576156468543 0.0014002566166968591 -0.0014785971151500289 -0.0019463477379353048 -0.0014921341394211818 -0.0014322532552781225 0.0014865071307986789 -0.0019129270469200573 -0.0015602803665269824 0.0014093867447272266 0.00048877238608475038 -0.0013956394335279342 0.00066488806241841352 -0.0015172261891385588 0.0015717200541230285 -0.00070850357800327228 -0.0010779213674985816 0.00060287781054537369 0.0020191410250371532 0.00037126056677943132 -0.0013763845858550997 -0.0020960054257411014 -0.00056319867922864923 -0.0001050715301256457 -0.00077877752834365911 0.001162697163422137
leaf_weight=1.3967571915127326 0.46976688690483559 0.97576921433210406 0.44953906722366843 3.8825356923043755 13.819730848073959 1.6836498719640065 2.0984537270851424 0.68924500234425501 3.3828840607311639 1.4682531380094634 4.2913320488296325 1.3022695451509196 2.5794665249995861 0.93381489580497223 3.0680885789915919 1.5233642533421514 0.84393750503659326 0.99287602864205871 1.3465781323611734 1.0412649074569342 0.34248708747327317 1.0251514981500802 2.3329701935872422 0.62180318031460102 0.91642151633277524 1.5712351459078486 1.0357478372752664 1.3537277148570863 1.3183985799551012 1.9377755033783612
leaf_count=25 6 9 9 259 1610 69 39 14 219 51 92 77 113 25 38 32 10 16 35 13 6 37 35 8 62 65 20 49 34 44
internal_value=0 -0.000595434 0.000204944 0.00090598 -0.00083218 -4.94288e-05 -0.000187307 -1.36504e-05 -0.00111008 0.000343313 0.000485716 -0.000367878 -0.000156115 -0.000411495 -0.000648614 -0.000136443 -0.00117426 0.00112219 0.000260756 0.000799609 0.00159917 -0.000595519 8.91163e-05 -0.000611829 0.000483019 -0.00139645 0.000843848 0.00123915 0.00100767 0.00037661
internal_weight=0 34.2751 26.4202 7.03424 25.4674 19.3859 17.7023 15.6038 3.83242 11.7714 11.0822 10.8038 9.50149 8.10473 7.17092 4.59145 14.6637 6.56448 2.33945 8.58877 4.22502 2.4934 8.80767 3.16881 5.63887 2.19304 4.72245 3.6867 7.54751 3.25617
internal_count=3121 2178 943 322 1930 621 552 513 228 285 271 310 233 208 183 70 1620 316 51 183 265 88 248 82 166 73 104 84 170 78
is_linear=0
shrinkage=0.00182386


Tree=261
num_leaves=31
num_cat=0
split_feature=12 4 43 43 3 0 52 42 52 1 160 11 1213 12 1 12 3 2 13 402 52 13 474 156 52 12 453 1 2 52
split_gain=2.46468 1.48248 1.47182 1.45209 1.38907 1.10534 1.02909 1.0169 0.952487 0.925084 0.803789 0.803761 0.77674 0.875661 1.08325 0.846338 1.42118 0.770176 0.747978 0.743362 0.733538 0.72867 0.726471 1.21427 0.689085 0.682382 0.664247 0.765685 1.09378 1.19645
threshold=0.051320000000000005 0.36766000000000004 -0.043144999999999996 -0.40263499999999991 0.20828500000000003 -0.060129999999999996 -0.087284999999999988 -1.0000000180025095e-35 -0.51296999999999993 0.13021500000000003 -1.0000000180025095e-35 0.087830000000000005 -1.0000000180025095e-35 0.11650500000000001 0.11588000000000001 0.092255000000000018 -0.078934999999999991 0.088225000000000012 -0.080759999999999985 -0.50169499999999989 0.26521500000000003 -0.23438999999999996 0.084660000000000027 0.078780000000000003 0.11434500000000002 0.084100000000000022 1.0000000180025095e-35 0.094465000000000007 0.11263500000000001 0.13389000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 5 3 -1 6 9 -4 -7 -9 10 -2 -3 -12 14 15 16 17 25 -19 -17 -5 -21 23 26 -10 -14 27 -8 -29 -30
right_child=1 11 4 20 -6 7 22 8 24 -11 12 -13 13 -15 -16 19 -18 18 -20 21 -22 -23 -24 -25 -26 -27 -28 28 29 -31
leaf_value=-0.00071938016932886445 -0.00165507090199541 0.001826877182621624 -0.0013225190417412791 0.0014550549237910397 0.0010902021268799252 -0.0019995690737138112 -0.00049267679924913795 -0.0018866685472614152 0.00078285696759600827 0.0019725528771626271 -0.0018802297173714159 -0.00014724237865363312 9.8219912511021974e-05 -0.002150554773415718 0.0019774610808102233 0.0016342633138337896 0.0011340686001211765 -0.0012852312627876171 0.0007211415569420758 0.0012239214045201552 -0.00096552066555339374 -0.0019223107902592584 0.0012391310993824462 -0.0021284658428659419 -0.0007815739032716036 -0.0018979252575481952 -0.0014694740958342662 0.0012448721510787616 -0.0013081618632490681 0.0012963331218630563
leaf_weight=1.6088331979699431 5.043616523966203 1.2007328132167452 2.8747969965916189 5.6868775351904359 2.900467916391789 0.86195477680303145 4.5172099070623499 0.70030594198033203 4.2388689504005006 0.3676890516653647 1.9827655227854943 1.7791028730571268 0.81072475458495885 1.1900078849866975 0.59567019762471396 0.2617273288778964 1.9057487547397451 1.0174054983071985 1.7685867547988889 0.28134737163782153 0.47123082494363178 2.8259566691704094 1.2838002387434233 1.0746297799050797 1.2724500205367801 2.2399912073742598 1.0504031758755434 3.285445217974484 1.6920764329843225 0.96145301219075907
leaf_count=32 651 43 105 256 125 40 96 100 104 9 392 36 48 45 9 9 38 77 90 3 10 297 32 28 33 276 15 61 45 16
internal_value=0 -0.000600559 0.000170748 0.000857786 -0.000100948 -0.000736544 -0.000307336 -0.00010191 0.000161418 -0.000957779 -0.00101186 0.000648234 -0.000793838 -0.00062682 -0.000471936 -0.000603245 -0.000263825 -0.000720253 -1.15578e-05 -0.00138327 0.00126983 -0.00163744 -9.68457e-05 -0.00023317 0.000421662 -0.00136745 -5.61637e-05 8.58141e-05 0.000525817 -0.000364476
internal_weight=0 30.3447 27.4072 7.76694 19.6403 27.3648 16.7398 7.07358 6.21162 20.2912 19.9235 2.97984 14.8799 12.8972 11.7072 11.1115 7.74246 5.83671 2.78599 3.36903 6.15811 3.1073 13.865 12.5812 5.51132 3.05072 11.5066 10.4562 5.93897 2.65353
internal_count=3121 2300 821 298 523 2221 398 277 237 1944 1935 79 1284 892 847 838 529 491 167 309 266 300 293 261 137 324 233 218 122 61
is_linear=0
shrinkage=0.00186439


Tree=262
num_leaves=31
num_cat=0
split_feature=1 0 150 15 4 52 2 50 0 15 160 14 1 16 3 40 150 16 1 43 3 12 159 12 403 15 15 156 1 3
split_gain=3.24139 1.95126 1.75998 1.62314 1.12585 1.34227 1.29188 1.10924 0.946368 0.928004 0.872767 1.13113 1.19934 1.5046 0.827153 0.96445 0.808541 0.790072 0.767225 0.812689 1.04924 0.785166 0.654004 0.935363 0.65329 0.913691 1.67228 0.651743 0.633707 0.607173
threshold=0.094385000000000011 -0.060129999999999996 0.080470000000000014 -0.24436499999999997 -0.49405499999999997 0.10347000000000002 0.12437500000000001 0.11843500000000001 -0.10011499999999998 0.14654000000000003 0.086325000000000013 0.062655000000000016 1.0000000180025095e-35 -0.50992999999999988 0.16158000000000003 0.051255000000000002 0.13529000000000005 0.51524500000000006 0.10752500000000002 -0.052894999999999991 -0.075944999999999985 0.090995000000000006 0.092630000000000018 0.092355000000000007 0.03138500000000001 0.088235000000000022 0.090615000000000015 0.11896500000000002 0.13210500000000003 0.096675000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 8 3 7 5 -3 22 27 10 24 11 12 13 -1 15 17 -4 18 21 20 -20 -5 23 -6 -10 -26 -27 -2 -16 -12
right_child=2 4 16 14 6 -7 -8 -9 9 -11 29 -13 -14 -15 28 -17 -18 -19 19 -21 -22 -23 -24 -25 25 26 -28 -29 -30 -31
leaf_value=0.0013327187198149554 0.0013359823140337637 -0.0016028886476368023 0.0012573404791646722 -0.00040326053884036866 0.0018106378379872017 0.00055350857398308152 -0.0011836783981381315 -0.0010547559807548737 -0.0013501808286781808 0.0005229587468618224 -0.0017529648878625717 -0.0017128265149352934 0.00059743386631232816 -0.0015264581725638012 -0.0001276393089315587 0.0012309798471454767 -0.00010127122687666684 -0.001730229470222973 -0.00029180304646466413 -0.00058793790871776832 0.001540731186145512 -0.0017698345570521658 -0.00030943138575906167 0.00011780433166848793 -0.0015142339092994877 0.0014455521169073698 -0.0016926235813156305 -0.00087983215552988562 0.001749248057865849 -9.2567961251993283e-05
leaf_weight=0.66360240988433261 3.7203841800801518 1.8205991792492571 4.9617361240088931 3.067262733820824 2.4089294774457799 1.3527876017615197 0.97785902675241221 0.74194244109094132 10.934495296562089 0.94342995807528574 1.8566601588390761 1.0839897836558519 4.5069097625091672 1.9460411216132336 1.0842840038239945 0.88464972935617048 1.5443099942058323 1.3418569541536278 1.9025143245235088 3.7654371671378613 1.5042803450487552 1.7901454772800205 0.97903764387592662 1.3805227153934536 1.4298843110445898 1.1668869317509232 0.75000181607902039 0.39477326674386848 0.87317601032555092 0.86943417042493809
leaf_count=6 202 64 204 62 35 18 62 20 1376 10 60 63 72 101 19 13 23 98 56 71 38 106 20 49 137 34 63 6 25 8
internal_value=0 -0.000561972 0.000189379 -4.08028e-05 0.000100281 -0.000683635 0.000533193 0.000790691 -0.000787854 -0.00105211 -0.000419654 -0.000152461 8.52134e-05 -0.000799402 -0.000289893 -0.000427129 0.000934853 -0.000536828 -0.000403709 -6.29248e-05 0.000517358 -0.000906897 0.000885267 0.00119393 -0.00115616 -0.000522251 0.00021771 0.00112342 0.000709595 -0.00122341
internal_weight=0 35.0711 27.5768 21.0707 8.91974 3.17339 5.74635 4.8571 26.1513 15.2247 10.9266 8.20054 7.11655 2.60964 16.2136 14.2561 6.50605 13.3715 12.0296 7.17223 3.40679 4.85741 4.76849 3.78945 14.2813 3.34677 1.91689 4.11516 1.95746 2.72609
internal_count=3121 2178 943 716 248 82 166 228 1930 1620 310 242 179 107 488 444 227 431 333 165 94 168 104 84 1610 234 97 208 44 68
is_linear=0
shrinkage=0.00163972


Tree=263
num_leaves=31
num_cat=0
split_feature=1 47 52 52 376 51 3 3 52 52 16 151 11 2 15 1429 14 1 133 3 12 15 42 403 42 12 0 160 160 1
split_gain=3.42097 1.56058 1.38043 1.54064 1.29214 1.15821 1.07811 1.22469 0.995896 0.916593 0.975987 0.824584 0.795364 0.884295 0.860927 0.761527 0.800986 0.749899 0.614932 0.593507 0.558949 0.572597 0.615389 0.663641 0.53499 0.502212 0.461816 0.897007 0.895106 0.48324
threshold=0.104035 0.087885000000000019 0.13796000000000003 -0.24456499999999998 0.048375000000000008 0.123935 -0.11255999999999998 0.090900000000000009 0.11434500000000002 -0.092399999999999982 -0.094359999999999986 -0.29526499999999994 0.081790000000000015 0.10803500000000001 0.079055000000000014 -1.0000000180025095e-35 0.080160000000000023 0.09253500000000002 0.024320000000000005 0.16158000000000003 0.092355000000000007 0.088235000000000022 0.091295000000000015 0.093545000000000003 0.092395000000000019 0.11734000000000001 -0.13455999999999999 0.086325000000000013 -1.0000000180025095e-35 0.092390000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 3 -2 6 11 12 20 9 -9 -11 -5 13 14 18 -13 25 -6 -1 -3 21 26 23 -23 -24 -17 27 28 -8 -28
right_child=1 19 -4 5 17 -7 7 8 -10 10 -12 15 -14 -15 -16 16 -18 -19 -20 -21 -22 22 24 -25 -26 -27 29 -29 -30 -31
leaf_value=0.00031796569480572475 -0.0010102661406442266 -0.00078552655455538657 -0.00094330265160660301 -0.0010292620082751902 -0.00037514301095471569 -0.00060662067907829662 -0.0011282556875805889 -0.0013937996501209523 -0.0016493319315448187 -0.00075887296176279588 0.00083079642931894592 -0.001014361243009184 -0.0014265357065360628 0.001197832547970143 -0.0016436638579376993 0.0015353067828613189 -0.0011626176624105827 0.0014821201443690464 -0.0011409324776135389 0.00045508028768273117 -0.0015702649318425686 -0.0014556103451669712 0.0012166676441166555 7.4217106351595361e-05 -0.00074595507580864243 0.00017392033263802922 -0.0014530175923839347 -0.0018363488842205885 0.00080400311793488253 -0.00067126661299810346
leaf_weight=2.8291641501709814 1.4893491589464236 7.597102827858178 2.0433352091349652 0.48229065723717024 1.6779456064105027 1.3738710451871154 1.1741917608305814 1.1226560538634656 1.3546444876119492 1.572595598176121 2.5394714209251101 0.39879508409648856 1.5004298551939426 1.0346999187022445 1.1102960244752464 5.537545789498842 0.33105957927182306 0.81083996966481198 0.97755070729181159 1.1115533653646705 7.4136447412893167 2.1680980306118722 0.75182563252747037 1.062475192826241 0.65225215908139944 0.77699503768235434 11.996417197864504 1.1532842698507009 1.2389710112474905 2.3834036248736092
leaf_count=64 54 154 44 8 25 23 27 42 27 21 37 5 75 16 62 339 7 42 26 27 627 183 23 37 48 30 964 21 20 43
internal_value=0 -0.000112397 0.000248174 0.000482496 -0.000881673 0.000732283 -0.000944498 -0.00105648 -0.000437467 -0.00012386 0.000222852 0.000976678 -0.000394748 -0.000134633 -0.000415028 0.00111401 0.00124173 0.000229949 -5.66741e-05 -0.000627178 -0.00119247 -0.00106844 -0.000571538 -0.000952479 0.000304948 0.00136779 -0.00119676 -0.000685972 -0.000136191 -0.00132345
internal_weight=0 21.1419 12.4332 10.3899 46.5249 8.90056 44.0361 36.5839 6.58937 5.23472 4.11207 7.52669 7.45214 5.95171 4.91701 7.0444 6.6456 2.48879 3.80671 8.70866 29.9946 22.5809 4.63465 3.23057 1.40408 6.31454 17.9463 3.56645 2.41316 14.3798
internal_count=3121 691 510 466 2430 412 2363 2120 127 100 58 389 243 168 152 381 376 67 90 181 1993 1366 291 220 71 369 1075 68 47 1007
is_linear=0
shrinkage=0.00158575


Tree=264
num_leaves=31
num_cat=0
split_feature=123 1456 130 10 1456 133 39 2 160 0 4 130 3 457 15 1 48 13 13 133 16 12 52 3 0 12 148 452 13 1
split_gain=0.797571 0.792157 0.668817 0.698149 0.648991 0.602108 0.574528 0.556447 0.685978 0.853067 0.781124 0.730716 0.643557 0.61298 0.557688 0.692716 0.751915 0.595094 0.608025 0.676896 0.547918 0.617565 0.531639 0.51131 0.802953 0.529876 0.531082 0.473548 0.468308 0.463773
threshold=1.0000000180025095e-35 0.075120000000000006 1.0000000180025095e-35 0.083760000000000015 -1.0000000180025095e-35 -0.089569999999999983 0.16946000000000003 0.08839000000000001 0.083670000000000008 -0.10607499999999999 -0.083854999999999985 -1.0000000180025095e-35 -0.078934999999999991 0.083415000000000017 0.097485000000000016 0.13604000000000002 0.11951500000000001 -0.53104499999999988 -0.43167499999999998 0.091410000000000005 -0.056919999999999991 0.090695000000000012 -0.42635499999999998 -0.11255999999999998 -0.033209999999999996 0.090020000000000017 -0.079549999999999996 0.085195000000000007 0.26424500000000006 0.10538500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 27 -2 7 8 9 -6 11 -11 -12 14 15 16 17 -9 -19 23 21 -14 -22 -20 25 26 -25 -1 -7 -28
right_child=5 -3 -4 -5 6 28 -8 13 -10 10 12 -13 20 -15 -16 -17 -18 18 19 -21 22 -23 -24 24 -26 -27 29 -29 -30 -31
leaf_value=-0.0037780541679194508 -0.0026611274688354879 -0.0037754261107403571 -0.0027707622371994493 0.003848453844298477 0.0010910793903717343 0.0023827502256944352 0.0040151262875189504 -0.0034209885802888224 -0.0037566193871632959 -0.0027387736662728805 -0.0034836556924126164 0.0027773410310881403 0.0022032832757267981 0.0016025454936852619 -0.0021813450399532992 0.0036868535523637527 -0.0032060129082071044 0.0036292316174818345 0.0018713665571524147 -0.0025132162188970892 0.0022420739521543461 -0.003757192400822746 -0.0030813143122793707 -0.0027758925832197523 -0.0032815333458318212 -0.0033406003009933604 0.00020503658812389799 0.0042502771528406284 -0.0027257763764146378 0.0027513023212654294
leaf_weight=1.0720296171493888 0.44602797366678748 0.96945345995481957 1.5244840537197877 0.55939537414815177 2.8124955833191105 2.8618290907470505 0.43337428732775052 0.60820458643138309 1.0728192864917208 0.48340778483543534 2.2747607252094943 1.0401508633513055 1.0654178037075328 3.1593298034276804 1.7202795374905679 0.68754665728192854 1.0064365277066833 0.72364028450101336 2.5239892251556686 1.188618040992879 0.30817538674455125 0.3079280393430962 1.5776924564270198 0.49276908673345232 0.93114529084415121 0.45532567927148182 2.2811499478993964 0.11146572977304448 0.26986327860504378 1.7274483221117405
leaf_count=255 18 238 381 39 78 240 21 9 79 110 460 49 28 96 118 59 39 10 136 149 15 59 92 9 46 114 104 1 7 62
internal_value=0 -0.00047382 -0.000374262 -0.000254966 -0.000331314 0.00136861 -0.000221061 -0.000285593 -0.000941349 -0.000635344 -0.00132334 0.00102714 -0.00197045 0.000124316 -0.000201212 6.85729e-05 -0.000139803 0.000142476 0.000352404 0.00010541 -0.000914313 0.000866841 -0.0022114 0.000475431 -0.000122977 0.000470377 0.000855868 -0.00302192 0.00194254 0.00130231
internal_weight=0 33.1189 32.1495 30.625 30.0656 3.57772 28.8821 28.4487 10.9428 9.87003 7.05753 1.52356 5.53397 17.5059 14.3466 12.6263 11.9387 10.9323 10.3241 9.60045 3.25921 1.37335 1.88587 8.41183 5.88784 4.95669 4.50137 1.1835 3.13169 4.0086
internal_count=3121 2856 2618 2237 2198 265 1942 1921 970 891 813 159 654 951 855 737 678 639 630 620 194 87 107 471 335 289 175 256 247 166
is_linear=0
shrinkage=0.0037071


Tree=265
num_leaves=31
num_cat=0
split_feature=1 0 0 47 14 1 12 50 4 4 48 43 16 52 43 0 49 48 4 47 403 403 1212 42 16 3 151 2 14 2
split_gain=3.23901 1.63944 1.72158 1.48928 1.34149 1.60411 1.27895 1.29119 1.48831 1.26085 1.25399 1.21531 1.10482 1.0951 0.864393 1.38372 1.13256 0.824611 1.33316 1.09244 0.792226 1.08169 0.735837 0.718485 0.710898 0.672432 0.671655 0.635255 0.625679 0.50575
threshold=0.10060500000000001 0.041630000000000007 -0.10011499999999998 0.087885000000000019 0.062655000000000016 1.0000000180025095e-35 -1.0000000180025095e-35 0.11610000000000001 -0.036839999999999991 -0.49405499999999997 0.12879500000000002 -0.083134999999999987 -0.51370499999999997 0.10347000000000002 -0.084794999999999995 -0.077999999999999986 -0.42399999999999993 0.086260000000000017 0.0052350000000000009 0.078875000000000015 0.092070000000000013 0.097240000000000007 -0.50120999999999993 -0.095859999999999987 -0.52595999999999987 0.16158000000000003 0.11265500000000002 1.0000000180025095e-35 -0.46885499999999997 0.11704500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 6 5 12 26 8 29 13 28 14 -1 -3 15 16 -4 19 -19 -7 24 -22 -23 -17 -13 -5 -2 -14 -10 -8
right_child=3 9 11 25 -6 17 7 -9 10 -11 -12 20 27 -15 -16 23 -18 18 -20 -21 21 22 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0010392061904969129 0.0020602954737388552 -0.0018301292268873078 0.0011476739159903019 -0.00060611138683758605 -0.0020832499587020198 0.0015709391646430511 -0.0013240675042309911 -0.0021544629058106294 -0.0004808222436686238 0.0010978634811406173 -0.0010767612582415545 0.0015305559441648141 0.0021032019398477234 0.00068125935037991305 0.0012192311170695393 -0.0020310819837752484 -0.0020464026939808638 -0.0019137076553126249 0.00082942687238905105 -0.00058164828053366556 0.0023776510885248209 0.00110867666388543 -0.002046330165615012 0.0007615996959996653 -0.0019214343733644538 0.0010392857721505341 -0.00082721435885450085 -0.0019794993611916378 0.0014779376319802699 0.00060237003274537767
leaf_weight=0.72903425991535087 3.1349016041494919 1.5329789705574515 0.51432837173342738 6.7652434022165826 1.3893424605485041 3.5758901527151465 1.8351110680960112 0.74762700032442886 0.72446582652628144 3.5545715740881851 1.0326976235955951 0.24436672031879503 0.1618381412699853 1.2644490492530165 0.95655847084708767 0.44205440441146526 3.195378755684942 1.235186977311969 1.653510173782706 1.2768056932836769 0.42635190859436889 0.39950176654383529 1.1278604757972059 2.1840437562204897 9.2512751240283215 1.1613448262214658 0.35821142233908165 2.5253415498882532 6.3992151576094338 0.7729015890508889
leaf_count=12 223 57 6 173 81 58 86 25 10 67 12 5 2 16 55 50 337 22 25 28 4 24 114 73 1172 27 13 127 199 18
internal_value=0 -0.000617004 -0.000804852 0.000335402 -0.000232147 -1.64764e-06 0.000705416 0.000384152 0.000560468 0.000308297 0.0009805 -0.00118826 -0.00114188 -0.000694971 -0.000550846 -0.000818086 -0.00160356 0.000501529 -0.000343519 0.00100457 -0.00159424 -0.000435755 -0.0012211 0.000291504 -0.0018326 -0.00036504 0.00176419 -0.00173361 0.00127874 -0.000753155
internal_weight=0 37.6407 31.2887 22.9317 12.5469 11.1576 15.0051 11.512 10.7644 6.352 8.15638 18.7417 3.41621 2.79743 7.29236 6.33581 3.70971 7.74139 2.8887 4.8527 11.4494 1.95371 1.52736 2.6261 9.49564 7.92659 3.49311 2.68718 7.12368 2.60801
internal_count=3121 2335 2195 786 355 274 586 350 325 140 221 1840 141 73 521 466 343 133 47 86 1319 142 138 123 1177 200 236 129 209 104
is_linear=0
shrinkage=0.00199768


Tree=266
num_leaves=31
num_cat=0
split_feature=1 50 14 3 0 43 3 13 0 47 1 48 129 129 2 52 52 0 48 51 457 51 2 3 40 47 160 131 0 132
split_gain=0.753668 0.623003 0.583884 0.62095 0.680647 0.802372 1.01244 0.825021 0.770613 0.887138 0.755631 0.806378 0.682307 0.671763 0.564329 0.501046 0.469781 0.666101 0.491445 0.70286 0.68759 0.559038 0.527998 0.469466 0.467045 0.564798 0.520661 0.715922 0.478827 0.453331
threshold=0.10089500000000001 0.10124500000000002 0.062655000000000016 -0.11255999999999998 -0.10011499999999998 -0.083134999999999987 -0.084074999999999997 -0.095304999999999987 -0.10224499999999999 0.078875000000000015 1.0000000180025095e-35 0.086260000000000017 0.092550000000000007 0.093925000000000008 0.14753000000000002 0.081010000000000013 -0.43320999999999993 1.0000000180025095e-35 0.12879500000000002 0.12808000000000003 0.045365000000000009 0.13529500000000003 0.11548000000000001 0.11296500000000002 0.051255000000000002 0.13206500000000002 -1.0000000180025095e-35 0.077860000000000013 -0.10324499999999999 0.12527000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 8 6 29 -7 9 10 23 -12 -9 -14 16 -8 -2 18 20 -20 21 22 24 -5 25 26 -18 28 -28 -6
right_child=14 -3 -4 4 5 7 15 12 -10 -11 11 -13 13 -15 -16 -17 17 -19 19 -21 -22 -23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=0.00079781775387038618 -0.0033612833377599564 -0.0033619390816998986 -0.0034207740890755314 -0.003418507680855493 -0.0023508117857606657 5.5814275336342082e-05 -0.00037007779887610417 -0.0031973488372799546 0.0031212267959667981 -0.0036502257732543542 0.0024676186091820299 -0.00064295432826404219 0.0039537731328769029 -0.0033603970095218501 0.0026226940514130158 0.0030454264957311124 -0.0017064793930428505 0.0028839523115575375 -0.0034909645366723043 0.00066584471750041809 0.0028302217175884743 -0.0033595048324782306 0.0019260412339920127 0.00082065720018515548 0.0024704553821280608 -0.0035182090346490744 0.00064915454347 0.0031700623370591358 -0.0023934202007133169 0.0033634512831060351
leaf_weight=3.7760977149009767 0.40680890867952157 0.89007014140952279 0.74098421656526525 0.85101038671564289 1.6529470656532796 1.6116178185911918 0.81249615794514074 3.9703257896471591 0.83256093692035271 0.75740132038481522 1.918258442077786 1.7687226473353801 0.31309079180937249 0.24885659711435437 1.1093855894869182 1.1391781273996455 1.6073477311292608 0.98900506156496781 0.96194782387465305 0.84253325872123241 1.0858711523469526 0.50740191619843322 1.6297470310237256 0.43636781349778175 0.65412376332096744 0.60921345814131189 1.8694094386883016 0.88138164812698949 0.82237495132722482 0.16896691091824312
leaf_count=136 97 281 81 90 281 54 79 1072 29 30 42 35 4 75 112 40 69 96 25 22 72 20 104 5 26 14 53 32 38 7
internal_value=0 -0.000639002 -0.000523586 -0.000417614 -0.000696078 -0.00124546 -3.94476e-05 -0.00198619 0.000133932 -0.000299985 0.000210127 0.000975411 -0.0027123 0.000714716 0.00034872 0.00162353 0.000152662 0.000267386 4.17986e-05 -0.0015501 0.000338953 2.36989e-05 0.000236323 -0.00198161 -0.000191032 -0.000491727 -0.000135821 0.000570721 -0.000280391 -0.00182086
internal_weight=0 21.889 20.9989 20.2579 16.4818 9.91748 3.77359 6.14389 6.56432 5.73176 4.97436 3.68698 4.53227 0.561947 13.9766 1.95167 12.8672 12.4604 11.4714 1.80448 9.66687 8.581 8.0736 1.28738 6.44385 5.78973 5.18051 3.57317 2.69178 1.82191
internal_count=3121 2341 2060 1979 1843 1612 407 1205 231 202 172 77 1151 79 780 119 668 571 475 47 428 356 336 95 232 206 192 123 91 288
is_linear=0
shrinkage=0.00332291


Tree=267
num_leaves=31
num_cat=0
split_feature=1213 31 1425 15 50 480 14 15 3 483 158 456 151 1 48 403 374 376 151 3 132 13 2 13 403 475 43 4 0 0
split_gain=0.686207 0.645819 0.586595 0.848854 0.766747 0.624621 0.552116 0.621863 0.93135 0.67105 0.575032 0.596399 0.731185 0.7029 0.904731 0.562911 0.553979 0.589728 0.511371 0.50042 0.499432 0.47515 0.663554 0.464629 0.457695 0.446701 0.42109 0.567155 0.67009 0.48921
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 1.0000000180025095e-35 -0.24436499999999997 0.11843500000000001 0.084710000000000021 0.076175000000000007 -0.18895499999999996 0.30112000000000005 0.088070000000000009 0.084765000000000021 0.090775000000000008 -0.055494999999999996 0.083135000000000014 0.088965000000000002 -1.0000000180025095e-35 1.0000000180025095e-35 0.049360000000000008 -0.40381499999999992 0.14121000000000003 0.081465000000000024 -0.084034999999999985 0.10699500000000002 -0.033284999999999988 0.10301500000000001 -0.086004999999999984 -0.50775499999999985 -0.42529999999999996 -0.019414999999999998 -0.053834999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=25 -2 3 4 -3 6 7 -5 9 10 11 12 13 14 -9 19 17 20 -15 -14 21 22 -17 -22 26 -1 -23 -28 29 -29
right_child=1 2 -4 5 -6 -7 -8 8 -10 -11 -12 -13 15 18 -16 16 -18 -19 -20 -21 23 24 -24 -25 -26 -27 27 28 -30 -31
leaf_value=0.0032591078694659162 0.0032708771490618711 0.0024184504105679619 -0.003761338783882765 -0.0028246477026496802 -0.0021719095918124763 -0.0031864252148394888 -0.0024665973848919916 -0.0032243396086953659 0.0032266709098019769 -0.0031241776990598926 -0.0021561090080048141 -0.0026955748051004313 -0.0031124985656308846 -0.0019487538596538599 0.0019749887215260325 0.0013443133396625272 -0.0032213985133610684 0.0025009199754630275 0.0026559174138579694 0.0034150765381560293 -0.0010331862026837582 0.0021736914316596925 -0.0020726809103931466 0.003025735845375156 -0.003386058553330826 -0.0028915230758950043 -0.0031484599285197916 -0.00034228866860141111 0.0029610913540744997 -0.0032637595417624806
leaf_weight=0.12855545803904522 0.54333011980634083 2.0698559751035641 0.45064450264908273 0.82707007415593281 0.43742266204208125 0.7216722130542611 1.0452061116229732 0.64763562357986859 0.83346583298407395 0.73469559836666931 1.2466833349317301 0.76668812159914423 0.96377019491050109 0.2642041768413036 0.68175194109790027 3.2127422152553033 0.51409131288528342 0.95691246236674388 2.5434561537113045 0.13258317112922668 0.39995900844223797 0.60028969496490425 0.68407267762813706 0.93217518739402183 0.53101919230539429 1.3244067552150216 0.76584364660086635 8.2444303027587242 0.57656063861201445 0.61097050062380631
leaf_count=4 86 196 78 60 18 206 78 108 69 127 170 54 357 14 25 146 9 28 120 2 27 14 22 30 33 487 81 420 14 38
internal_value=0 -0.00013518 -0.000192305 -0.000141957 0.00161761 -0.000291823 -0.000219078 -0.000134183 -5.12896e-05 -0.000156327 -7.00597e-05 3.81689e-05 0.000128268 0.00132911 -0.00055796 -0.000131488 1.78531e-06 9.63907e-05 0.00222261 -0.00232311 -4.25703e-05 -0.000204399 0.000744472 0.00180709 -0.000530777 -0.00234733 -0.000390362 -0.000541294 -0.000329601 -0.000543853
internal_weight=0 32.9392 32.3959 31.9452 2.50728 29.4379 28.7163 27.6711 26.844 26.0105 25.2758 24.0292 23.2625 4.13705 1.32939 19.1254 18.0291 17.515 2.80766 1.09635 16.5581 15.2259 3.89681 1.33213 11.3291 1.45296 10.7981 10.1978 9.43196 8.8554
internal_count=3121 2630 2544 2466 214 2252 2046 1968 1908 1839 1712 1542 1488 267 133 1221 862 853 134 359 825 768 168 57 600 491 567 553 472 458
is_linear=0
shrinkage=0.00315022


Tree=268
num_leaves=31
num_cat=0
split_feature=4 151 1213 480 11 1456 403 156 128 1 1374 15 0 47 160 15 48 48 12 122 16 48 16 1 15 475 452 151 15 2
split_gain=0.627808 0.647939 0.602667 0.595158 0.537496 0.657045 0.599835 0.481984 0.456286 0.493713 0.740959 0.53824 0.629985 0.571589 0.629798 0.574191 1.28487 0.794231 0.92679 0.491542 0.531366 0.496876 0.442653 0.55367 0.49541 0.438949 0.42945 0.37966 0.560734 0.378293
threshold=0.27044500000000005 -0.27559499999999998 -1.0000000180025095e-35 0.084710000000000021 0.081790000000000015 -1.0000000180025095e-35 -0.083259999999999987 0.10499000000000001 0.11669000000000002 0.094385000000000011 -0.094929999999999987 -0.11713499999999999 -0.23091999999999999 0.09550500000000002 0.10493500000000001 -0.0063699999999999989 0.083985000000000018 0.085700000000000012 0.088245000000000004 0.09197000000000001 -0.36241499999999999 -0.084044999999999995 -0.54165499999999989 0.12040000000000002 -0.47006499999999996 -0.086004999999999984 0.085195000000000007 0.08357500000000001 0.095175000000000023 0.113445
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 25 4 5 26 -7 8 9 10 -8 -12 -13 14 15 16 -14 -18 -19 20 -11 -22 -3 24 -24 -1 -4 28 -17 -26
right_child=1 22 3 -5 -6 6 7 -9 -10 19 11 12 13 -15 -16 27 17 18 -20 -21 21 -23 23 -25 29 -27 -28 -29 -30 -31
leaf_value=0.0029677973903401286 -0.0025715735001092381 0.0029977416812442398 -0.0029378333340260741 -0.0029084386487348156 -0.002288210591287405 -0.0023782495420329132 -0.0032110472093171451 -0.0027223803102286301 -0.0030999190558399152 -0.00098493799803922176 -0.0029415838909073598 0.0032441775897847813 -0.0030146580485743606 0.0023718993447828687 -0.0030506914712813329 0.00050753479453940402 0.0032545472841564345 -0.0025478193097984102 0.0023543399356363852 -0.0019922679506175047 -0.0016923177253578715 0.0014184078319918613 0.002313419184432577 0.0021763560855274163 -0.0022369254714965799 -0.0029026054686418254 0.0032562937044776936 0.0027495571838574255 -0.0021355095948485227 0.00049451376022588195
leaf_weight=0.116685390472412 0.43508244398981322 0.8329583778977393 0.95759548415664031 0.69045248656766389 0.98422082618344475 0.86412707314595394 0.62627151550261828 0.50333710317499836 0.35778453689999778 1.0580931354779748 0.49938821373509057 0.50827991135885575 1.4932076332043061 0.77391771250404495 0.60134993062820363 6.4541376329724764 0.60977875720709551 0.84684817225206621 0.51296491466928273 0.5146511299535631 0.45611707749776531 6.3026464207796362 0.49512371234595809 1.2630134526407344 0.89896003343164854 1.1014657623018163 0.1026565358042717 0.53441800922155369 0.74126284767407913 0.78831026167608798
leaf_count=4 15 57 243 210 117 315 38 78 32 22 79 8 256 37 78 277 9 42 28 10 14 302 34 177 37 478 1 6 72 45
internal_value=0 0.000774649 -0.000360093 -0.000270732 -0.000201492 -0.000120375 -2.34468e-05 6.35331e-05 0.000124791 0.000175993 -0.000150308 -9.10908e-06 0.000102884 -2.41583e-05 -0.000181387 -2.72269e-05 -0.00100118 0.000525302 -0.000698568 0.000732202 0.000911578 0.00120848 0.00111494 0.000659753 -0.000217948 -0.00234029 -0.0023381 0.000409083 0.000235251 -0.000960769
internal_weight=0 4.71345 28.2117 26.9935 26.3031 25.3188 24.2586 23.3945 22.8911 22.5333 14.2018 13.5756 13.0762 12.5679 11.794 11.1926 3.4628 1.96959 1.35981 8.33151 7.81686 6.75876 4.27837 3.44541 2.18239 1.21815 1.06025 7.72982 7.1954 1.68727
internal_count=3121 365 2756 2274 2064 1947 1703 1388 1310 1278 930 892 813 805 768 690 335 79 70 348 338 316 350 293 116 482 244 355 349 82
is_linear=0
shrinkage=0.00287809


Tree=269
num_leaves=31
num_cat=0
split_feature=123 1456 133 39 4 453 128 15 151 1456 1 47 0 13 457 16 47 457 1375 13 48 457 15 1 15 1 1374 52 2 4
split_gain=0.598326 0.648844 0.516051 0.506871 0.496633 0.850996 0.66808 0.593782 0.618027 0.563158 0.562811 0.780176 0.57275 0.713371 0.536124 0.499654 0.599551 0.474635 0.682916 0.445738 0.420998 0.4025 0.502097 0.50249 0.473146 0.631766 0.430874 0.430349 0.472914 0.581992
threshold=1.0000000180025095e-35 0.075120000000000006 -1.0000000180025095e-35 0.16946000000000003 0.24564500000000003 1.0000000180025095e-35 0.086435000000000012 -0.11713499999999999 -0.086769999999999986 -1.0000000180025095e-35 0.122185 0.12119500000000001 -0.17169499999999996 0.06370000000000002 0.087995000000000004 0.51524500000000006 0.09550500000000002 0.088350000000000026 -0.42382999999999993 0.26746000000000009 -1.0000000180025095e-35 -0.22896499999999997 0.095175000000000023 0.11634000000000001 -0.0040799999999999994 0.095285000000000022 -1.0000000180025095e-35 0.11434500000000002 0.10672500000000001 -0.49405499999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 4 6 10 7 -1 14 -10 11 12 -6 -14 -9 16 17 21 -19 20 -4 -11 24 -24 25 26 -23 28 29 -26
right_child=2 -3 19 -5 5 -7 -8 8 9 15 -12 -13 13 -15 -16 -17 -18 18 -20 -21 -22 22 23 -25 27 -27 -28 -29 -30 -31
leaf_value=-0.0030763036047320555 -0.0017151027121760582 -0.0035406356397242773 -0.0012185346133157604 0.003689681015496946 0.0031853285204010671 -0.0036889947189352578 -0.0036010282072164064 0.0023945516375360235 -0.0035436730705867168 0.0029594903028250714 0.0035974926935673532 -0.0038709685478277005 -0.00094588562655413251 0.0033500336485083769 -0.0023233818692340925 -0.0036298665541668663 0.0018482097568756814 -0.0014146534281645638 0.0026463774077351101 -0.0027812431914888379 0.00302819508733496 0.00061124012486966006 -0.0036470219078366573 0.00050103061187695228 -0.0028357562799049478 0.00084112779887980606 -0.0033149881674334912 -0.002332226309022314 0.0028077267552976733 0.00029228025817857022
leaf_weight=1.0050091560115237 0.58107900712639127 0.76952701015397806 0.33269441570155445 0.38192917197011311 1.0588447384070603 0.50928111467510451 0.85690154560143028 1.5962164711673015 0.72393681056567416 0.34721229039134804 0.86302941432222713 0.44208785565569986 1.8773126414744181 0.62582062964793284 0.35805882874410588 0.56519922247389232 1.4436537438305084 0.8323297901079062 1.2699672151356924 0.22151885088533152 1.9147908769082262 0.41120916989166367 1.3312105671502656 0.4833520408719777 0.83335681003520434 0.87316671933513124 1.9431901681237143 0.93192516127601255 0.74757294729351986 5.4158081774366043
leaf_count=131 30 238 24 23 45 15 184 90 237 18 109 12 85 26 38 104 75 12 39 6 205 14 237 10 34 54 324 28 22 652
internal_value=0 -0.000384444 0.00123939 -0.00029685 -0.000352529 0.000596734 -0.000584835 -0.000462415 -0.000331767 -0.000532211 0.00104518 0.000495061 0.00103694 0.000128158 0.00153014 -0.000407127 -0.000299116 -0.00050015 0.00103856 0.00193473 0.00239955 -0.00074304 -0.000842152 -0.00254209 -0.000565657 -0.00169039 -0.00262925 -0.000107804 0.000188476 -0.000124859
internal_weight=0 28.4971 3.05008 27.7276 27.3457 5.37638 21.9693 21.1124 20.1074 18.1531 4.8671 4.00407 3.56198 2.50313 1.95428 17.4292 16.864 15.4203 2.1023 2.469 2.24749 13.318 12.9708 1.81456 11.1562 3.22757 2.3544 7.92866 6.99674 6.24916
internal_count=3121 2856 265 2618 2595 292 2303 2119 1988 1860 277 168 156 111 128 1623 1519 1444 51 235 229 1393 1375 247 1128 392 338 736 708 686
is_linear=0
shrinkage=0.00348457


Tree=270
num_leaves=31
num_cat=0
split_feature=1 123 3 3 457 13 47 12 50 11 52 12 402 15 133 52 48 9 0 1 12 150 16 48 15 13 2 150 9 12
split_gain=2.41693 1.20531 1.10732 1.25225 1.02562 1.00137 0.922162 0.903021 1.08833 0.88293 0.788444 0.771337 0.825046 0.796137 0.748148 0.66946 0.68404 0.652695 0.650279 0.628149 0.718416 0.58821 0.794519 0.859169 0.652495 0.574033 0.527636 0.479882 0.513346 0.493916
threshold=0.104035 1.0000000180025095e-35 -0.11255999999999998 0.090900000000000009 0.082380000000000009 -0.42195999999999995 0.087885000000000019 -0.040564999999999997 0.11610000000000001 0.081790000000000015 -0.24164999999999998 0.092355000000000007 -0.50169499999999989 0.088235000000000022 0.0068000000000000014 0.13796000000000003 -0.086869999999999989 -0.036024999999999995 -0.15202999999999997 0.088485000000000022 0.088305000000000008 -1.0000000180025095e-35 -0.061854999999999993 0.10396500000000002 -0.055554999999999993 -0.099939999999999987 0.08622500000000001 -0.23067999999999997 0.091600000000000015 0.092255000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 9 11 5 -5 7 -2 10 14 -9 13 -13 17 26 16 -12 -4 -18 20 25 -8 23 -23 -24 -15 -1 -19 29 -29
right_child=6 -3 3 4 -6 -7 21 8 -10 -11 15 12 -14 19 -16 -17 18 27 -20 -21 -22 22 24 -25 -26 -27 -28 28 -30 -31
leaf_value=-0.00046767699365051521 0.0018218593847054167 0.00070454432155225019 0.0022192720570075992 0.00070656038770732356 0.001179629960994074 -0.0013674662724347589 -0.0017280806454817654 -0.00087942896498198041 -0.0020897104816859783 -0.0015476282814483836 -0.00075296713962923114 0.001548241269598913 -0.0020040946956237315 0.0012177580797955406 -0.0009632692101595407 -0.0004770039015305311 0.00018590781032849592 0.0013395221060358779 0.0016694474099193182 -0.0019935794136169719 0.0010265415058982462 -0.00038209841972531753 -0.0017498471299384262 0.001472575552456736 0.00018529493239239026 -0.0019984152445285228 0.0011784614347590296 -0.00139608504120137 0.00081325841780325767 0.0016336989889520986
leaf_weight=0.97482210514135914 2.1883471626788387 2.8230929542332879 0.22259831242264283 1.4258155543357132 1.856732963118702 2.4097437330055977 0.85555606707930554 1.2066264199092973 0.61895278701558787 1.0611201000865547 0.70652629248797794 0.26794745726510871 4.1209844900295129 0.3073164438828826 1.1909371791407464 1.2798214070498941 1.5298206969164292 0.28460893779993668 4.4272880298085528 0.53039139183238138 1.9307240743655709 1.8661250583827498 1.3911780896596611 1.9819034319370983 1.2942825481295577 0.69990349630825199 3.2384653333574533 9.9052083096466799 0.44792271219194013 0.21146867703646499
leaf_count=39 199 95 3 16 30 81 18 54 20 75 13 12 615 7 59 24 37 4 163 77 109 28 65 45 25 98 68 1029 8 5
internal_value=0 -0.000522706 -0.000634157 -0.000823875 -1.71391e-05 -0.000596476 0.000346204 0.000682871 0.000427727 8.83313e-05 0.000598018 -0.00106647 -0.00178722 -0.000848918 0.000409552 0.000822445 0.00107202 -0.00110583 0.00128847 -2.87947e-05 0.000325911 -0.00019861 1.67355e-06 0.00057314 -0.000817188 -0.00101712 0.000797597 -0.00117405 -0.00124177 -0.00133275
internal_weight=0 33.9098 31.0867 24.6214 5.69229 3.83556 19.3464 11.9574 9.76904 6.46534 9.15008 18.9291 4.38893 14.5401 5.40422 7.94346 6.66364 11.0718 5.95711 3.46834 2.93794 7.38905 6.53349 3.84803 2.68546 1.00722 4.21329 10.8492 10.5646 10.1167
internal_count=3121 2430 2335 2094 127 97 691 510 311 241 291 1967 627 1340 166 237 213 1049 200 291 214 181 163 73 90 105 107 1046 1042 1034
is_linear=0
shrinkage=0.00196165


Tree=271
num_leaves=31
num_cat=0
split_feature=1 50 123 3 3 50 2 11 159 133 160 52 457 43 133 13 51 9 47 3 15 49 133 12 42 402 15 9 393 393
split_gain=2.59632 1.11234 1.01014 1.09369 1.19323 1.31141 0.983541 0.967586 0.844071 0.808356 0.875294 0.854086 0.800787 0.900536 0.798393 0.746128 0.678244 0.631453 0.590051 0.921741 0.8843 0.574209 0.568769 0.539607 0.863457 0.850033 0.733299 0.50654 0.533153 0.851999
threshold=0.104035 0.10124500000000002 1.0000000180025095e-35 -0.11255999999999998 0.090900000000000009 0.10030500000000002 0.14753000000000002 0.081790000000000015 0.076905000000000015 -0.25159999999999993 -1.0000000180025095e-35 -0.43320999999999993 0.082380000000000009 0.13895500000000002 0.0068000000000000014 -0.023499999999999997 -0.076794999999999988 -0.036024999999999995 0.10648500000000001 0.12178000000000001 0.035560000000000008 0.10910000000000002 -1.0000000180025095e-35 0.092355000000000007 0.091295000000000015 -0.50169499999999989 0.088235000000000022 0.091600000000000015 0.086855000000000016 0.092175000000000021
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 7 5 17 8 14 9 -2 -11 -12 13 -6 -1 21 -10 -5 19 20 -17 -13 -4 24 27 -25 -26 28 -19 -30
right_child=6 -3 22 4 12 -7 -8 -9 16 10 11 15 -14 -15 -16 18 -18 23 -20 -21 -22 -23 -24 25 26 -27 -28 -29 29 -31
leaf_value=0.00087618442420484758 -0.0021139481280320481 -0.0019439942487347434 -0.0011923952019112715 0.0021378309999533014 -0.0010663632948674443 0.0023861140101095798 0.0016256293388656959 -0.0015642586963704481 -2.9441138570781414e-05 -0.00097291728886651026 -0.0019374509872869291 0.0016345554597101102 0.0010414442847405461 0.001065036930744876 -0.00093664503176940552 0.0014946613184018069 0.0019009928981251259 -0.0013061322309731124 -0.00073516926283150659 -0.0011736885164600318 -0.00050490469315211158 -0.00027923586445636301 0.0010496200059311577 0.0015056322525630868 -0.0013587558910536418 -0.0019552577380480989 0.0011308260290107516 0.00089308586388701992 0.001788322939967783 -0.0019308009236061502
leaf_weight=4.0522981993854073 0.63106846949085849 1.9544095038436342 0.50268164463341269 0.22186118923128972 2.6680209403857584 0.41076234029605885 1.9270856156945217 1.0021614616271106 1.0862367833033206 2.2998722642660132 0.57510686642490583 2.5207087551243617 1.8726148456335066 0.98602968268096436 1.1279356572777031 2.6662452435120918 1.6885593566112209 10.618943650275463 2.1420010412111878 0.98728699330240477 1.1496206829324362 0.73554684873670328 2.2520561716519287 0.27697992557659779 0.65560507751069863 3.7119493363425127 1.247014360502362 0.44198784977197725 0.52696293476037759 0.38875000202096999
leaf_count=97 14 292 21 3 71 6 112 70 38 64 68 103 29 11 51 98 105 994 38 13 17 21 72 12 46 513 65 8 10 59
internal_value=0 -0.000547078 -0.000464258 -0.000564997 -0.000748932 -0.000981051 0.000337375 0.000149852 0.000186753 -7.28375e-06 9.43842e-05 0.000322163 2.81006e-05 -0.000491214 0.000481462 0.000449549 0.00114529 -0.00105751 9.66406e-05 0.000467592 0.000892244 0.00120225 0.000640499 -0.00109718 -0.000919637 -0.00171494 0.000272965 -0.00110909 -0.00118581 0.000209434
internal_weight=0 34.919 32.9646 30.2099 24.0275 18.5008 18.4093 6.1824 16.4823 13.7075 13.0764 10.7765 5.52667 3.65405 5.18023 10.2014 2.7748 18.0901 6.94515 4.80315 3.81587 3.25626 2.75474 17.8682 13.8793 3.98893 1.90262 11.9766 11.5347 0.915713
internal_count=3121 2430 2138 2045 1827 1716 691 218 579 436 422 358 111 82 148 290 143 1710 166 128 115 124 93 1707 1182 525 111 1071 1063 69
is_linear=0
shrinkage=0.00190575


Tree=272
num_leaves=31
num_cat=0
split_feature=1 12 0 0 40 4 42 150 43 14 1 16 2 48 4 47 15 48 133 13 150 52 48 484 1 2 3 4 0 2
split_gain=3.38118 1.60261 1.53935 2.04903 1.41391 1.32447 1.18242 1.16991 1.16448 1.08415 1.20113 1.26552 0.933668 0.904657 1.68489 0.934573 0.901547 0.731921 0.754978 0.802916 0.718839 0.670614 0.793418 0.779212 1.03121 0.787271 0.649939 0.611554 0.59806 0.790097
threshold=0.099195000000000019 -0.064509999999999984 -0.060129999999999996 -0.10011499999999998 0.57330500000000006 -0.49405499999999997 0.092620000000000022 0.081835000000000019 -0.45785999999999999 0.062655000000000016 1.0000000180025095e-35 -0.51370499999999997 0.14960000000000004 0.086260000000000017 0.0052350000000000009 0.078875000000000015 0.14654000000000003 -0.07095499999999999 -0.25159999999999993 -0.17933499999999997 0.12187000000000002 -0.43320999999999993 0.11951500000000001 -1.0000000180025095e-35 0.10752500000000002 0.11237500000000002 -0.073884999999999992 -0.0082299999999999995 0.15398500000000004 0.10731
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 3 9 -2 8 28 12 -4 10 11 -1 17 15 -15 27 -5 -3 -19 -20 -9 -21 23 -23 -25 26 -26 -12 29 -7
right_child=1 7 5 16 -6 6 -8 20 -10 -11 13 -13 -14 14 -16 -17 -18 18 19 21 -22 22 -24 24 25 -27 -28 -29 -30 -31
leaf_value=0.0010093944531389702 0.0014557637656038413 -0.0018726403589836736 0.00075331527770775627 -0.0012520771274015261 -0.0022032325623071417 0.00092963300162953876 -0.0014188055031522913 0.0013794649388189229 -0.001474497247760644 -0.0017710931307954663 0.00032746562241686179 -0.0014543498127582719 0.0014005268934405362 -0.0017790517571819435 0.0007661289034798642 -0.00048254947086864977 0.00049463969744644278 -0.0018917364167369158 0.0016737060056433925 -0.0017340310289517557 -2.9145322532299974e-05 -0.0012602317469870103 -0.0010833457813305297 -0.00056063166505868588 0.0010186450544133979 0.0018340593879226392 -0.00043381411447639698 0.0017520891187394678 0.0019330018999432212 -0.00075794727007699833
leaf_weight=0.78124324698000958 4.0604165969416526 0.8292137868702455 0.96108454093337092 15.997860392322767 0.33475660905241955 3.2051562834531051 0.82064156420528878 2.6092153037898234 2.4098100583069026 1.2433405485935498 1.4866202780976889 2.7939232769422246 0.9973470135591932 1.4696279931813481 1.5810759952291844 1.3733403873629866 0.91478351503610689 0.74095561448484737 0.69482872076332647 0.79789241519756515 1.7878302177414296 1.0624629235826386 1.9903557915240515 2.6529327365569726 1.9110062159597845 1.4262014375999568 1.7089649830013542 2.1709795407950865 1.0677616465836761 1.0882535334676502
leaf_count=12 255 15 9 1681 3 49 65 94 84 80 26 129 37 21 22 28 10 20 31 97 33 42 37 52 31 42 27 29 14 46
internal_value=0 0.000244905 -0.000574236 -0.000765788 0.00117708 2.3572e-05 0.0004941 3.16189e-05 -0.00083932 -0.000252106 -9.00875e-05 -0.000915974 -0.000198475 0.000275269 -0.000459971 0.00072111 -0.0011576 -0.000313913 -0.000214378 -0.000112877 0.000806727 -0.000220357 -0.000108028 0.000113534 0.000303111 0.000757208 0.000332948 0.00117306 0.000786911 0.000501881
internal_weight=0 23.6044 39.3655 29.8128 4.39517 9.55271 6.18181 19.2092 3.37089 12.9002 11.6568 3.57517 14.8122 8.08164 3.0507 5.03094 16.9126 13.8148 12.9856 12.2446 4.39705 11.5498 10.7519 8.76157 7.69911 5.04617 3.61997 3.6576 5.36117 4.29341
internal_count=3121 816 2305 2038 258 267 174 558 93 347 267 141 431 126 43 83 1691 394 379 359 127 328 231 194 152 100 58 55 109 95
is_linear=0
shrinkage=0.00171125


Tree=273
num_leaves=31
num_cat=0
split_feature=1213 52 123 133 1456 1 151 147 47 4 52 128 15 14 1374 1 393 1 47 9 12 150 403 16 448 151 160 475 11 3
split_gain=0.609873 0.580493 0.660199 0.620023 0.601118 0.605007 0.665348 0.563917 0.523511 0.567177 0.567105 0.542435 0.545085 0.5292 0.477777 0.616527 0.49762 0.547852 0.59061 0.490456 0.435606 0.418708 0.418303 0.412289 0.410283 0.391021 0.421714 0.387188 0.374494 0.44886
threshold=-1.0000000180025095e-35 0.19022000000000003 1.0000000180025095e-35 -0.089569999999999983 0.075120000000000006 0.13146500000000003 0.06617000000000002 1.0000000180025095e-35 0.11893500000000001 0.24564500000000003 -0.12005499999999998 0.086435000000000012 -0.14147499999999996 0.076975000000000002 -0.094929999999999987 0.10374500000000002 0.091220000000000009 0.092695000000000013 0.09550500000000002 0.084755000000000011 0.10742000000000002 0.12155000000000001 -0.081904999999999992 0.25084500000000004 -0.08020999999999999 0.08357500000000001 0.35004500000000011 -0.086004999999999984 0.090920000000000015 -0.085709999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=27 2 4 -4 5 8 -7 23 9 10 25 12 -12 14 21 16 17 18 19 20 22 -14 -16 -3 -5 26 -2 -1 29 -11
right_child=1 7 3 24 -6 6 -8 -9 -10 28 11 -13 13 -15 15 -17 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0043512886311696131 -0.0038399617985843586 -0.0033159404902580172 -0.0028840940143208412 -0.0026389331136538728 -0.0042903504692344552 0.0030279619665754664 -0.004011105947833331 0.0035895508145204085 -0.0035578875060794908 0.004333959387826135 -0.0041542735101175203 -0.0044185067359427304 -0.0045871962619883355 -0.0045053129042809262 -0.004235857476827286 0.0033030037076793115 -0.0043898986634567571 -0.0022612728869457412 0.0050712636550095426 -0.0043748275705176969 -0.0027907217877511836 0.00053843675829338153 0.0010529121138529872 0.0025122904176947828 0.0033640462109848553 0.0010311812167919626 0.002806428534502874 -0.0038493963689574984 -0.0015748204202084247 0.00084969383971007231
leaf_weight=0.11260602995753277 1.7770383541938071 2.1296677922364324 0.40101777156814966 0.224433723837138 0.62469025579048221 1.797483338043093 0.27650387003086496 0.28264409117400635 0.84445632819551875 0.97247446235269386 0.55201334389859447 0.52073636814020652 0.64923213166186211 0.42811535357032049 0.27572992787464379 1.2585560726001865 0.40829649486113417 1.2672228169394664 0.51976467086933631 0.36214757617563087 0.61728806461906138 0.50615882687270641 8.319044515141238 0.24113063560798753 2.1460527864983292 0.48540862184017886 0.18843355076387514 1.1733700975310046 0.64538621436804522 2.0523583506001151
leaf_count=4 358 332 17 5 192 134 9 5 51 51 69 85 37 31 161 63 80 62 13 19 47 9 425 5 232 18 16 487 16 88
internal_value=0 -0.000161938 1.62903e-05 0.00197387 -0.000197743 -9.43364e-05 0.00208951 -0.00205073 -0.000294306 -0.000167917 -0.000474419 -0.000179114 -3.35283e-05 0.00012215 0.000261826 0.000492723 0.000192209 0.00035688 0.00068557 0.000447479 0.000637055 -0.00234174 0.000883243 -0.00272316 0.00279569 -0.00236421 -0.00320276 -0.00313131 0.00134656 0.00196987
internal_weight=0 30.7735 28.12 2.7715 25.3485 24.7238 2.07399 2.65344 22.6499 21.8054 18.1352 15.6843 15.1636 14.6116 14.1834 13.0281 11.7695 11.3612 10.094 9.57421 9.21206 1.15539 8.59477 2.3708 2.37049 2.45088 1.96547 1.28598 3.67022 3.02483
internal_count=3121 2630 2288 254 2034 1842 143 342 1699 1648 1493 1101 1016 947 916 870 807 727 665 652 633 46 586 337 237 392 374 491 155 139
is_linear=0
shrinkage=0.00422446


Tree=274
num_leaves=31
num_cat=0
split_feature=31 2 52 52 403 47 1425 1 15 48 124 4 43 49 50 475 1366 147 40 42 4 43 15 43 52 43 2 16 13 15
split_gain=0.585878 0.604074 0.676745 0.577784 0.667798 0.609668 0.544456 0.506406 0.81311 0.791279 0.56022 0.544681 0.575067 0.528362 0.516727 0.509874 0.552191 0.50293 0.472899 0.47152 0.597384 0.47099 0.460271 0.424264 0.360658 0.759369 0.355352 0.546239 0.394231 0.367058
threshold=-1.0000000180025095e-35 0.088225000000000012 0.19022000000000003 0.13389000000000004 0.10301500000000001 0.11893500000000001 1.0000000180025095e-35 0.093575000000000019 0.035560000000000008 0.12879500000000002 -0.53285499999999997 -0.076229999999999978 0.016310000000000002 0.006170000000000001 0.11843500000000001 -0.08459499999999999 -0.082084999999999991 1.0000000180025095e-35 0.051255000000000002 -0.11051499999999999 0.23246000000000003 -0.013819999999999997 -0.11713499999999999 1.0000000180025095e-35 0.096795000000000006 -0.096754999999999994 0.092875000000000013 -0.089669999999999986 -0.28558999999999996 -0.0058549999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 18 3 4 5 6 7 11 9 10 -9 12 21 26 15 -12 -17 -4 19 -2 23 24 -22 -21 25 -3 27 -13 -28 -29
right_child=1 2 17 -5 -6 -7 -8 8 -10 -11 14 13 -14 -15 -16 16 -18 -19 -20 20 22 -23 -24 -25 -26 -27 28 29 -30 -31
leaf_value=0.0033558477588656521 -0.0035023271756744454 -0.0029451079181966374 -0.0027700494834648642 0.0025449148609852012 -0.0033069548633616664 -0.0024696668954418688 -0.003964893725645317 -0.0039908568083711895 -0.0014180320582912269 -0.0019712959830383101 -0.001916023215364898 0.0021320217912869106 0.002546335713670053 -0.0032705247533643105 -0.0017636187490704927 -0.0018423384833969043 0.0031658498822151643 0.0034299638952486758 0.0021645241813521643 -0.0009141233605141644 -0.00083717604243050889 -0.0025280148527528495 0.0022944208472970248 -0.0030967919565635729 0.0030090022071920792 0.0022683119412674384 0.0020712173649102194 -0.0023042121018592631 -0.0021764250340254631 0.0013027147429844582
leaf_weight=0.47705311886966484 0.73442476242780586 0.55976218479918338 1.236330721178091 1.0909580427687604 0.57752901647472832 0.82741233007982451 0.29580778791569251 0.1531921625137328 1.0704289091518147 0.55887595284730185 0.24811151030007739 1.1242088474100458 1.3721252180403096 0.74714604939799745 0.30602466501295555 0.24550688173621882 3.8257374989334503 0.15420293062925328 0.5191945231053986 6.9893929895479214 0.95062879438046355 0.61429383920040725 1.0190213657915599 1.077024179161526 0.52525587612763036 0.61381914443336427 0.27497295103967889 0.79782656638417393 1.3686144980601893 0.46971897373441052
leaf_count=86 80 48 201 44 90 48 51 1 40 10 28 26 54 246 12 6 320 3 20 1034 50 47 26 222 16 43 5 82 148 34
internal_value=0 -0.000259658 9.18611e-05 0.000262998 0.000112815 0.000236263 0.000383838 0.000470314 0.00115691 0.00167331 0.00209957 -4.92593e-05 0.000886022 -0.000769962 0.00230128 0.00258928 0.00286384 -0.0020825 -0.000853049 -0.000998512 -0.000815286 -9.88593e-05 0.000782992 -0.00120555 0.000779515 -0.000218329 -0.000306981 0.000489342 -0.00146579 -0.00096758
internal_weight=0 30.3475 19.0579 17.6673 16.5764 15.9988 15.1714 14.8756 6.40788 5.33745 4.77857 8.46774 3.68526 4.78249 4.62538 4.31936 4.07124 1.39053 11.2897 10.7705 10.0361 2.31313 1.96965 8.06642 1.69884 1.17358 4.03534 2.39175 1.64359 1.26755
internal_count=3121 3035 1603 1399 1355 1265 1217 1166 417 377 367 749 208 541 366 354 326 204 1432 1412 1332 154 76 1256 107 91 295 142 153 116
is_linear=0
shrinkage=0.00323714


Tree=275
num_leaves=31
num_cat=0
split_feature=1 0 0 14 1 47 43 12 4 50 52 151 52 3 0 16 48 4 47 15 160 394 4 160 42 1212 3 132 42 16
split_gain=3.09763 1.5225 1.82511 1.41116 1.48426 1.33363 1.25054 1.23565 1.15086 1.11137 1.06765 1.02782 1.01503 0.989033 1.32438 0.948018 0.851721 1.48813 1.01577 0.803845 0.865322 0.695569 0.646745 0.756894 0.831934 0.64333 0.682032 0.588916 0.96197 0.581051
threshold=0.10089500000000001 0.041630000000000007 -0.10011499999999998 0.062655000000000016 1.0000000180025095e-35 0.087885000000000019 -0.083134999999999987 -0.040564999999999997 -0.49405499999999997 0.11610000000000001 -0.24164999999999998 -0.40381499999999992 0.10347000000000002 -0.084074999999999997 -0.077999999999999986 -0.51370499999999997 0.086260000000000017 0.0052350000000000009 0.078875000000000015 -1.0000000180025095e-35 0.092865000000000017 -0.50204999999999989 -0.16363499999999997 -0.079279999999999975 -0.12995999999999999 -0.50120999999999993 -0.16186999999999999 0.081465000000000024 0.085465000000000013 -0.061854999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 15 7 13 -2 12 10 -9 -12 -3 14 -4 -1 18 -18 -6 20 -15 -8 -13 -24 -25 -23 -27 28 -16 -7
right_child=5 8 6 -5 16 29 21 9 -10 -11 11 22 -14 19 27 -17 17 -19 -20 -21 -22 25 23 24 -26 26 -28 -29 -30 -31
leaf_value=0.00074007464102329029 0.0016702960229980006 -0.0014994274794072877 -0.0017846440932153093 -0.0018328833546559804 0.0013267702783380173 0.00010879671280523829 0.0013602256051411482 -0.00089239276302275781 0.00093274898322420405 -0.0018480101797060608 -0.0017212806514320495 -0.00062312477323447858 0.00061610906745021544 -0.0013168420548474887 -0.0018093959958636655 -0.0014684795624176326 -0.0017013477314979158 0.00074493745396920791 -0.0004451669391903366 0.0014237185825916742 0.0016949546060717508 0.00070268343580548388 -1.5335180615929634e-05 -0.00051151653534231122 0.0015053164620623029 0.00078220749468576266 -0.0016281326897480343 0.0017029742267079613 0.0010074694373252123 -0.00085959593003210916
leaf_weight=0.77615830441936662 2.7911346345208594 1.5777846463024618 2.5839904500171542 1.3964681655634184 3.8075126484036428 4.8882081736810505 0.27474042633548457 1.4531535140704352 3.5298272529616943 0.65195876080542881 0.50102095678448577 0.82372842356562337 1.2427972047589717 1.0697209944482895 0.77186331455595814 2.5632516983896543 1.3249900229275229 1.7947579892352221 1.3409238606691358 1.2306826184503759 0.40241686766967166 0.40597735811024982 1.7511989586055241 0.70439059287309369 5.7011789632961216 0.37299860175698896 10.206803923472757 0.52533267601393152 0.71666915621608496 3.1060832086950532
leaf_count=12 223 57 297 81 59 100 8 79 67 24 8 12 16 84 67 129 22 26 29 34 11 24 46 8 181 11 1278 15 14 99
internal_value=0 -0.000515686 -0.000673048 -0.000170082 2.99636e-05 0.000305805 -0.00102543 0.000624551 0.000266497 0.000372638 0.00050504 0.000719213 -0.000567285 -0.000461038 -0.00095511 -0.000955159 0.000427842 -0.000294026 0.000865265 0.000379445 -0.000493551 -0.00139135 0.000855368 0.00100468 0.00128353 -0.00146016 -0.00154315 0.000109264 -0.000453187 -0.00026746
internal_weight=0 37.9157 31.5653 13.0041 11.6076 22.3721 18.5612 14.3778 6.35041 11.5866 10.9347 9.48152 2.82058 7.30068 4.59786 3.33941 8.26818 3.11975 5.14844 2.70282 1.47214 11.2605 8.9805 8.15677 6.40557 10.9858 10.5798 2.01387 1.48853 7.99429
internal_count=3121 2341 2201 358 277 780 1843 581 140 358 334 255 73 522 393 141 136 48 88 129 95 1321 247 235 189 1313 1289 96 81 199
is_linear=0
shrinkage=0.0017508


Tree=276
num_leaves=31
num_cat=0
split_feature=1213 31 3 39 484 150 160 133 403 52 1 48 128 475 457 1 15 33 9 456 1213 13 52 132 2 0 52 133 43 2
split_gain=0.546534 0.518266 0.483411 0.549743 0.466536 0.541628 0.47192 0.566976 0.543855 0.542279 0.463931 0.73893 0.548723 0.449578 0.505059 0.467318 0.427644 0.446645 0.493098 0.421731 0.460027 0.464207 0.658257 0.553039 0.579541 0.483512 0.440774 0.409493 0.557917 0.424215
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 0.31299000000000005 0.13507500000000003 -0.0068949999999999992 0.10194500000000001 -0.40698999999999991 -0.25159999999999993 0.092070000000000013 -0.53299999999999992 0.11551000000000002 0.12737000000000001 0.086435000000000012 -0.08663499999999999 0.080930000000000016 0.091785000000000019 0.095175000000000023 -0.0066799999999999993 0.088235000000000022 0.087440000000000004 0.039620000000000009 -0.084034999999999985 0.11434500000000002 0.080640000000000017 0.086885000000000004 -0.13455999999999999 -0.0064899999999999992 0.091410000000000005 -0.09225499999999999 0.095195000000000016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 4 -4 5 -3 8 -8 -6 -9 11 12 13 -11 16 -16 17 -15 19 20 21 22 -19 24 25 -23 -26 29 -29 -28
right_child=1 2 3 -5 6 -7 7 9 -10 10 -12 -13 -14 14 15 -17 -18 18 -20 -21 -22 23 -24 -25 26 -27 27 28 -30 -31
leaf_value=-0.0025846872868702268 0.0036687660020088518 -0.0026004070493885942 0.003606177644851263 -0.0037414411478488381 -0.003331174780708475 0.0021399244660684153 -0.0026680763798503774 -0.0035829764796307638 0.0031504772218274475 -0.003388506968753909 0.0013216193746465698 -0.0039772440347500835 -0.0032042199129581595 -0.0031274060201277086 0.00048217149993723396 0.0031891248006670212 -0.0022256114983773673 0.0022926187807061744 0.0041864023719934166 -0.0029989509816395078 -0.0029079407887144301 0.00063693408034336241 -0.0017362780680160604 0.0026940352658134711 -0.001335141337895416 -0.0031700366321626428 0.0031653413229861586 -0.0039190768615608336 0.0020132599472988638 0.00029295047050709676
leaf_weight=1.1765120988129663 0.44787092704792186 1.8508788085892001 0.75794494617730279 0.15425280528143048 1.0139178812969571 0.36286812205798913 0.97499646298821829 0.49427187646508031 0.19413806777447451 0.43167465378068115 3.7071702892426392 0.58454970107413728 0.62102635874180023 0.50236975774172776 2.1386298111174251 1.2850682262796906 1.0270429495139968 2.7569225101033461 0.39476152579300183 0.51043233694508749 0.53780820686370212 0.60831035580486048 0.62640994484536339 0.83504955831449468 1.4633980019716784 1.3558850265688791 1.2517962324199965 0.43810125032905489 0.36644649266963814 1.3398464206838978
leaf_count=491 86 468 109 3 206 11 142 161 8 34 199 23 72 19 81 78 100 125 12 33 156 10 18 63 116 153 34 19 44 47
internal_value=0 -0.000118117 -0.000177448 0.00236369 -0.000261211 -0.00182339 -0.000125379 -1.75757e-05 -0.00228955 9.34451e-05 0.000173205 -4.99794e-05 7.4172e-05 0.000188104 0.000276641 0.00149821 -2.1783e-05 0.000152494 0.000284468 0.000157067 0.000296181 0.000452237 0.00154669 -3.12412e-05 -0.000364743 -0.00199102 0.000292582 0.000993958 -0.00121708 0.00168035
internal_weight=0 29.0338 28.586 0.912198 27.6738 2.21375 25.46 24.252 1.20806 23.277 22.7827 19.0755 18.491 17.87 17.4383 3.4237 14.0146 12.9875 12.4852 12.0904 11.58 11.0422 3.38333 7.65883 6.82378 1.9642 4.85959 3.39619 0.804548 2.59164
internal_count=3121 2630 2544 112 2432 479 1953 1739 214 1597 1436 1237 1214 1142 1108 159 949 849 830 818 785 629 143 486 423 163 260 144 63 81
is_linear=0
shrinkage=0.00354779


Tree=277
num_leaves=31
num_cat=0
split_feature=4 151 403 11 1456 480 401 52 1374 156 457 133 158 456 452 43 1 0 151 43 133 129 52 403 160 13 15 2 0 2
split_gain=0.531772 0.529477 0.520596 0.471237 0.528121 0.459831 0.473716 0.454905 0.402825 0.399291 0.410309 0.428728 0.407918 0.372774 0.354121 0.347373 0.431306 0.670472 0.62575 0.433608 0.482482 0.435862 0.397131 0.369385 0.472093 0.504939 0.488702 0.353167 0.341141 0.339388
threshold=0.27287000000000006 -0.27559499999999998 -1.0000000180025095e-35 0.081790000000000015 -1.0000000180025095e-35 0.084710000000000021 0.10493000000000001 -0.04127999999999999 0.093235000000000012 0.10499000000000001 0.5717850000000001 -0.25159999999999993 0.094850000000000004 0.087015000000000023 0.085195000000000007 0.070450000000000013 1.0000000180025095e-35 -0.084804999999999978 -0.086029999999999981 -0.084004999999999982 0.089980000000000018 0.092550000000000007 0.14295500000000003 0.03138500000000001 -0.23686999999999997 -0.083364999999999981 0.040760000000000005 0.081685000000000021 -0.14116499999999996 -0.18970999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 7 4 14 6 8 -1 9 10 11 -6 13 15 -4 16 17 22 -18 20 -19 -21 27 24 -20 28 -27 -13 -26 -5
right_child=1 -3 3 29 5 -7 -8 -9 -10 -11 -12 12 -14 -15 -16 -17 18 19 23 21 -22 -23 -24 -25 25 26 -28 -29 -30 -31
leaf_value=3.9802451281538102e-05 -0.0027901306281243928 0.0012718472502131963 -0.0032366066441743813 0.0026482188655186892 -0.0020495115445086799 -0.0032076610868766692 -0.003188937495796251 -0.0032028531427751345 -0.0027529145881774043 -0.0029188603755618036 -0.0032787665583635891 0.002302573609925185 -0.0024705588980595892 -0.0015631277950652125 0.0035200524473938451 0.001836247613707525 0.0030445376164322515 0.002561123832100358 -0.0032920728418979217 -0.0022831628602847979 -0.00051452281684464835 0.0018991729381386403 0.00087458525758738284 0.002540887525161079 -0.00034333860845958361 0.00048012780369408134 -0.0018719809463296716 -0.0032954383806982116 0.0030852568030933052 -0.0032619625091483886
leaf_weight=0.70534794713603322 0.3568814531899992 3.5867094319546586 0.78380417317386175 0.11271085380576551 0.75529260124314745 0.45205953170079638 0.45131003390997548 1.1527852570288875 0.48704278829973091 0.41342600987991218 0.32968628825619717 0.12577824480831612 0.48928851331584056 0.86645984830101852 0.087186612188816071 1.9570424135890778 1.110597544349752 1.2999269898864447 0.35197696764955466 0.84825486986665299 0.8553650218527763 0.35858269943855703 0.39015044079860661 0.82736205984838385 0.40393356897402544 5.3293394403298544 1.073446796624921 1.2162932803039437 1.07398285868115 0.76741125591797654
leaf_count=84 15 337 245 5 139 170 90 651 33 78 8 5 67 116 1 48 73 61 38 114 34 14 33 32 16 184 59 185 69 117
internal_value=0 0.000904252 -0.000352101 -0.000222463 -0.000132526 -3.40223e-05 3.42482e-05 -0.00197194 0.000104989 0.000174321 0.000239358 0.000299352 0.000394847 0.000472355 -0.00256026 0.000574763 0.000413034 -0.000342322 0.000791383 0.000485846 0.0013405 -0.00104048 -0.00194974 0.000515187 0.00031161 0.000472562 8.57895e-05 -0.0027708 0.00214818 -0.00250509
internal_weight=0 3.94359 25.0758 23.2177 22.3376 21.4666 21.0145 1.85813 20.5632 20.0762 19.6628 19.3331 18.5778 18.0885 0.870991 17.222 15.265 5.09435 10.1706 3.36213 2.15529 1.20684 1.73222 9.06004 8.23268 7.8807 6.40279 1.34207 1.47792 0.880122
internal_count=3121 352 2769 2034 1912 1666 1496 735 1406 1373 1295 1287 1148 1081 246 965 917 446 471 223 95 128 223 398 366 328 243 190 85 122
is_linear=0
shrinkage=0.00318037


Tree=278
num_leaves=31
num_cat=0
split_feature=1 47 0 0 43 12 4 14 1 50 4 43 3 0 16 151 403 403 160 4 48 4 47 16 40 15 1212 4 48 160
split_gain=3.22604 1.65429 1.44808 1.59611 1.28192 1.25703 1.22806 1.14813 1.17797 1.13814 1.07823 1.03839 1.02842 1.22523 0.956431 0.922778 0.839548 1.13178 0.75476 1.22917 0.742617 1.5525 0.825302 0.697945 0.684979 0.653783 0.612975 0.580292 0.569012 0.732977
threshold=0.10089500000000001 0.087885000000000019 0.041630000000000007 -0.10011499999999998 -0.083134999999999987 -0.040564999999999997 -0.49405499999999997 0.062655000000000016 1.0000000180025095e-35 0.11610000000000001 -0.42529999999999996 -0.45785999999999999 -0.084074999999999997 -0.077999999999999986 -0.51370499999999997 -0.40381499999999992 0.092070000000000013 0.097240000000000007 0.092070000000000013 -0.025314999999999994 0.086260000000000017 0.0052350000000000009 0.078875000000000015 -0.52595999999999987 -1.0000000180025095e-35 0.035560000000000008 -0.50120999999999993 -0.0082299999999999995 0.12879500000000002 -0.079279999999999975
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 5 3 7 12 -2 11 8 14 10 -7 -4 13 -5 -1 -12 23 -18 19 -14 22 -22 27 -6 -13 28 -19 -10 29 -17
right_child=1 -3 6 4 16 9 -8 -9 20 -11 15 24 18 -15 -16 25 17 26 -20 -21 21 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00093282179951043368 0.0019435554962788572 -0.00039368954384504074 0.0011313633574419916 -0.0020641050665972682 0.0013961238267436835 -0.0020999789698449992 0.0010857988336790355 -0.0021042536610414589 0.00039492167110855269 -0.0021434696597405923 -0.0019951554203011413 0.00022960624564547226 0.0014698540237397418 0.00011096799052527049 -0.0016768592897817799 0.00029386068148288662 0.0025274274854119616 0.00089285246724417778 0.002162804045894369 -0.0018230313061388895 -0.0020111965259003227 0.00091724952337931198 -0.00051373580796451851 -0.0019620638055085956 -0.0022947734677384712 4.4283979916475765e-05 -0.0020715272330669122 0.002061507071503424 -0.00051600270852176621 0.0018461157895402034
leaf_weight=0.75384108163416286 2.9511449760757396 7.9130316595546892 0.88522777892649207 2.4594132117927074 0.26243797875940877 0.57056694431230326 3.3982605994679025 1.2363378487061698 1.458732121158391 0.65404093172401268 0.47461250983178516 0.64689114037901219 0.91307277092710148 1.8857407437171785 2.4924392458051474 1.7262787367217214 0.42706053052097459 0.39950194070115674 0.77952253678813566 0.95671897265129069 1.3640778101980688 1.6468758797273038 1.2953460291028021 9.0789251932874286 1.4055592454969879 2.6437133573926985 1.0252914438024161 2.1015528179705147 0.69363191723823536 4.5800134716555485
leaf_count=12 223 199 9 297 5 62 67 81 28 24 8 9 38 96 129 40 4 24 15 76 22 26 29 1174 55 45 114 31 6 173
internal_value=0 0.000351019 -0.000628416 -0.000811671 -0.00119412 0.000763283 0.000254805 -0.000248412 -4.1944e-05 0.000456204 0.000615276 -0.000706475 -0.000512308 -0.00112015 -0.00107085 0.000768389 -0.00162017 -0.000371443 0.00048462 -0.000215021 0.000382651 -0.000409449 0.000873828 -0.00186772 -0.00149914 0.000904397 -0.00124034 0.00137867 0.00122924 0.0014212
internal_weight=0 22.207 36.8728 30.5369 18.1877 14.294 6.33594 12.3492 11.1129 11.3429 10.6888 2.93768 6.99447 4.34515 3.24628 10.1182 11.1932 1.85185 2.64931 1.86979 7.86658 3.01095 4.85563 9.34136 2.05245 9.64364 1.42479 3.56028 6.99992 6.30629
internal_count=3121 780 2341 2201 1843 581 140 358 277 358 334 73 522 393 141 272 1321 142 129 114 136 48 88 1179 64 264 138 59 219 213
is_linear=0
shrinkage=0.00203011


Tree=279
num_leaves=31
num_cat=0
split_feature=1 0 2 3 15 0 133 130 132 457 1373 13 15 133 1 12 160 4 2 151 394 16 4 133 42 2 454 16 150 0
split_gain=0.494763 0.789743 0.548868 0.530521 0.594607 0.580991 0.514872 0.66484 0.475249 0.443209 0.557006 0.522373 0.648717 0.528822 0.505325 0.49305 0.442867 0.441843 0.432689 0.474878 0.430119 0.423079 0.367107 0.321458 0.302846 0.422664 0.291338 0.479965 0.293328 0.278639
threshold=0.077565000000000009 -0.059114999999999994 0.14753000000000002 -0.084074999999999997 0.083935000000000023 -0.081894999999999982 0.083950000000000011 -0.066019999999999981 0.081240000000000021 0.045365000000000009 -1.0000000180025095e-35 -0.084154999999999994 0.035560000000000008 -0.25159999999999993 0.080585000000000004 0.13043000000000002 -0.082179999999999989 -0.51843499999999987 0.079055000000000014 -0.50641499999999995 -0.43358499999999994 -0.36241499999999999 0.24564500000000003 0.084655000000000022 0.086835000000000009 0.090050000000000005 -1.0000000180025095e-35 -0.39185999999999993 -1.0000000180025095e-35 0.15398500000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 8 20 18 6 7 -6 9 11 -11 13 14 -2 -13 -14 -15 -3 -5 -20 -1 22 -18 26 29 -26 -16 -28 -29 -19
right_child=2 17 -4 4 5 -7 -8 -9 -10 10 -12 12 15 16 23 -17 21 24 19 -21 -22 -23 -24 -25 25 -27 27 28 -30 -31
leaf_value=0.0022988182342037486 -0.0037584029289372128 -0.001672696586188332 0.0029276294306974648 0.0036978840978880451 0.0038672252685623253 -0.0036352688104329864 0.0034456972802571918 -0.0037412983265450884 0.0020815677229137908 -0.0021068068954131275 0.0016811752163440482 0.0028915058865755469 -0.0036181616136880153 -0.0019030422425486363 -0.0034788772533555679 0.0033727475511167171 -0.0033398318330276865 0.00089019419272019979 0.0032769956707879629 -0.0031853694702557792 -0.0036331948558989673 0.0027089260651939058 0.0013535001578947954 0.0028053453521162059 0.0039505144612682281 -0.003038432993713491 0.0019682720138940618 0.0018506681571798316 -0.0012359420205914353 0.0036263018519051855
leaf_weight=0.17125989950727705 0.31089751713443581 0.95409191807266358 0.86522130446974088 0.14855399413500059 0.23770956363296114 0.33495700918138016 0.83278148114914075 0.38895311974920332 1.3129616944352154 0.60792806698009405 2.7755448543466619 0.53456310974434185 1.4364672757219512 0.52068718988448459 0.51063697831705646 0.14245674479752768 0.32339636154938567 1.5164244684274315 0.1592543087899706 1.7659317638026526 1.8896264247014203 1.8282500546774878 0.63353058998472989 0.31943897297605861 0.15148067846894253 0.41767630027607083 0.78266072249971674 0.42582220397889958 5.5607444790657494 0.69836280518211413
leaf_count=4 17 22 113 4 7 154 36 129 115 17 151 13 254 46 19 5 12 60 2 476 648 136 53 63 2 76 53 14 404 16
internal_value=0 -0.00085795 0.000139025 -0.00167138 -0.000888797 0.000621902 0.00159896 -0.000855186 5.17598e-06 -0.000157944 0.00100057 -0.000452011 -0.000884991 0.000710752 -0.000476874 -0.00298741 0.00113105 0.000432266 -0.002196 -0.00265079 -0.00314024 0.00169827 -0.000232626 -0.000713818 0.00115366 -0.00117833 -0.000868238 -0.000671305 -0.00101639 0.00175294
internal_weight=0 9.66706 18.8912 5.92903 3.86814 1.7944 1.45944 0.626663 18.026 16.713 3.38347 13.3296 9.71279 3.61676 8.13387 1.57892 3.30586 3.73804 2.07374 1.92519 2.06089 2.78518 0.956927 7.5993 2.78394 0.569157 7.27986 6.76923 5.98657 2.21479
internal_count=3121 1636 1485 1460 808 326 172 136 1372 1257 168 1089 825 264 566 259 247 176 482 478 652 201 65 553 154 78 490 471 418 76
is_linear=0
shrinkage=0.00358424


Tree=280
num_leaves=31
num_cat=0
split_feature=1 0 12 3 3 4 16 2 39 16 151 1447 128 16 47 0 4 4 16 16 15 9 403 3 12 4 16 52 133 51
split_gain=2.20798 1.42104 1.22967 0.944653 0.885669 0.838663 0.922095 0.817938 0.778694 0.843682 0.762759 0.79591 0.644523 0.641785 0.780142 0.821836 0.589897 0.515615 0.700716 0.469011 0.468816 0.790029 0.613149 0.576396 0.684736 0.688085 0.777899 0.578615 0.508791 0.489181
threshold=0.094385000000000011 -0.060129999999999996 -0.054684999999999991 0.090900000000000009 0.31299000000000005 -0.49405499999999997 0.38525000000000004 0.12437500000000001 0.15619500000000003 0.064860000000000015 -0.24462999999999999 -1.0000000180025095e-35 0.09258000000000001 -0.54165499999999989 0.096300000000000011 -0.11756999999999999 0.40124500000000002 -0.013125 -0.0060749999999999997 0.63636000000000015 -0.0063699999999999989 0.091600000000000015 -1.0000000180025095e-35 -0.084074999999999997 0.091930000000000012 0.0061450000000000003 -0.083539999999999989 -0.099454999999999974 0.15630500000000003 0.045645000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 12 16 8 6 -3 -7 9 10 -4 -12 -2 -13 17 -16 20 18 -15 -11 21 29 -22 28 25 26 -25 -28 -24 -1
right_child=2 5 4 -5 -6 7 -8 -9 -10 19 11 13 -14 14 15 -17 -18 -19 -20 -21 22 -23 23 24 -26 -27 27 -29 -30 -31
leaf_value=-0.0019406530840911846 0.0015391775334923548 -0.0016696445751586387 -0.0021699200523424781 0.00028923318144906401 0.0021226283962142555 0.0011316781294906598 0.0011457490370017779 -0.0013559043534396968 0.0022186303539406607 -0.0013398099974493796 -0.0021341836848073341 0.0021682843555100302 -0.0015527340486944346 -0.0017981015440059196 -0.0021133478239010934 0.00028655163960546306 0.0021881372696918575 0.00090082421278784848 0.0010428209048989902 0.0011681096328731455 -0.0018720792063709813 0.001621968356733968 -0.0017175025898833456 0.00095062790591652669 -0.0021345226196828118 0.0018774456650853789 0.0015532088635682689 -0.0019541792923031698 0.00056778236030372725 -0.00063210492580760937
leaf_weight=5.4656102799344835 3.9001450827345279 1.5789977221284064 0.58719644974916896 2.4962493956554672 0.83687774580903429 3.6915515232831231 0.7210011389106511 0.66350264567881811 0.61322040297091085 2.9475672319531436 0.56557812751270375 0.78752394486218236 0.30963939893990744 0.79480577143840492 1.079467670992017 1.387589859543368 0.23228395730257112 5.1876364620402544 0.6902247082907651 0.35555766243487585 1.7626706691226015 0.32875250652432431 2.0799358751391996 1.2531889360398056 0.55998725374229241 0.89907917845994223 0.2450390255544338 1.0920144028495968 0.51770206703804422 1.5632531123701481
leaf_count=726 281 75 17 48 62 104 7 62 25 167 30 37 8 56 23 40 5 136 34 27 540 3 207 68 85 13 8 87 13 127
internal_value=0 -0.000596855 0.000320897 -0.000890967 5.74432e-05 0.000220543 -0.000787078 0.000752689 -5.78052e-05 -0.00015486 0.000117912 0.000245943 0.00131176 0.000381545 0.00022759 -0.000763531 -0.0010751 0.000594034 -0.000477674 -0.00106985 -0.00112318 -0.00150344 -0.000790479 -0.000503655 -1.71417e-05 0.000322668 -0.000216999 -0.00131139 -0.00126205 -0.00164963
internal_weight=0 25.1508 20.043 18.4958 15.8332 6.65505 2.3 4.35505 14.9964 14.3831 11.08 10.4928 4.20978 9.92725 9.13972 2.46706 15.9995 6.67267 1.48503 3.30312 15.7672 7.35762 8.40962 6.64695 4.04931 3.48932 2.59024 1.33705 2.59764 7.02886
internal_count=3121 2178 943 1930 654 248 82 166 592 567 373 356 289 326 289 63 1882 226 90 194 1877 856 1021 481 261 176 163 95 220 853
is_linear=0
shrinkage=0.00206275


Tree=281
num_leaves=31
num_cat=0
split_feature=1 0 0 12 14 1 16 1374 4 43 2 52 47 50 38 15 15 48 376 160 47 4 403 15 15 10 48 159 12 4
split_gain=3.02712 1.49308 1.63644 1.22087 0.954765 0.981665 1.07474 0.956857 0.924052 1.08315 0.940311 0.913861 0.965985 0.96058 0.865445 0.801166 0.792115 1.03869 0.761059 0.746416 0.730141 0.599301 0.523512 0.702085 1.39016 0.575194 0.519883 0.471732 0.926502 0.470656
threshold=0.099195000000000019 -0.060129999999999996 -0.10011499999999998 -0.054684999999999991 0.062655000000000016 1.0000000180025095e-35 -0.51370499999999997 -0.094929999999999987 -0.49405499999999997 -0.45785999999999999 0.12437500000000001 -0.43320999999999993 0.10019500000000002 0.10616500000000001 0.12566000000000002 0.14654000000000003 0.035560000000000008 0.12879500000000002 0.083960000000000021 -0.079279999999999975 0.078875000000000015 0.04735000000000001 0.03138500000000001 0.088235000000000022 0.090615000000000015 0.083760000000000015 0.086260000000000017 0.092630000000000018 0.092355000000000007 -0.15464999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 14 5 6 -1 -7 9 -3 27 -5 13 16 -2 22 17 19 -11 -13 26 -18 25 -24 -25 29 -9 28 -10 -4
right_child=3 8 15 11 -6 7 -8 20 10 18 -12 12 -14 -15 -16 -17 21 -19 -20 -21 -22 -23 23 24 -26 -27 -28 -29 -30 -31
leaf_value=0.0011641950528351753 0.0015952087555914497 0.0011650879032178386 0.001085801372243288 -0.0019409034490184827 -0.0019780552825736705 -0.0012400791413495476 -0.001596213740933548 0.0015345434294022195 0.0020688631837541037 -0.0021222005272716125 -0.0012866140235561721 0.00019077806726417232 -0.00045672079950536516 -0.0013870392847117148 -0.0016756191082380151 0.00068608399613987413 -0.00099503852330019306 -0.0010014344390527887 0.00066496877812221797 0.0016524205940975671 -0.00048778689616681825 0.00077894551511242327 -0.0017129497786921083 0.0016165626901927601 -0.0019661286366421571 0.0020989535700366973 0.00010122505337221308 -0.00022727800302260989 4.4405829450248176e-05 -0.0016600906864074703
leaf_weight=0.67363020963966747 3.8190888003446188 0.8122016899287704 0.23486513737588666 0.71460853703320282 1.0138602082151909 1.1332706473767755 2.23831979278475 2.9465666092000902 2.2353131338022636 1.516115636564791 0.77323287678882469 1.7026658505201391 4.7030969890765837 0.84700150648132044 0.32202099170535792 0.77239374630153257 1.4486088464036586 0.81017061322927464 0.47151862271130074 5.1993115083314425 1.4541263906285165 1.3512373380362985 1.2143643852323305 1.0077561431098727 0.65669682016596187 0.15740741789341051 1.3568003121763466 0.91223376616835583 1.3199895541183648 9.4345317671541125
leaf_count=12 259 9 6 106 80 12 129 54 40 80 62 45 118 33 6 10 33 10 4 188 37 18 139 34 66 2 23 22 50 1434
internal_value=0 -0.000526221 -0.000763083 0.000409169 -0.00020799 -2.49188e-05 -0.00095764 0.000369237 0.000189453 -0.000699209 0.000664213 0.000179192 0.000273516 0.000575864 0.00134086 -0.00120856 0.000734025 0.00105093 -0.00146101 0.00129184 0.000686006 -0.000138894 -0.00132374 -0.000605177 0.00020304 -0.00153425 0.00108264 0.00100186 0.00131724 -0.00159339
internal_weight=0 32.3352 24.2946 20.9178 10.8166 9.80271 2.91195 6.89076 8.04061 2.79984 5.24077 16.7767 16.0621 11.359 4.14111 13.478 10.512 7.71215 1.98763 6.90198 5.75749 2.79985 12.7056 2.87882 1.66445 9.8268 4.30337 4.46754 3.5553 9.6694
internal_count=3121 2305 2038 816 347 267 141 126 267 93 174 551 445 327 265 1691 294 243 84 233 114 51 1681 239 100 1442 77 112 90 1440
is_linear=0
shrinkage=0.00191603


Tree=282
num_leaves=31
num_cat=0
split_feature=1 484 1374 0 52 47 52 0 2 50 15 48 160 47 474 4 4 43 52 47 3 128 9 15 150 15 403 13 3 43
split_gain=0.539933 0.579387 0.520454 0.504951 0.474524 0.491086 0.628993 0.473873 0.463745 0.525517 0.596999 0.668697 0.539277 0.594293 0.540426 0.479808 0.449036 0.569349 0.416509 0.416276 0.395549 0.363399 0.335512 0.366409 0.497166 0.77234 0.345544 0.394399 0.33757 0.409739
threshold=0.094385000000000011 -0.0068949999999999992 -0.094929999999999987 -0.23091999999999999 -0.43320999999999993 0.13148500000000005 0.12603000000000003 -0.060129999999999996 0.14753000000000002 0.11843500000000001 0.035560000000000008 0.12879500000000002 -0.51146999999999987 0.087885000000000019 -0.14697499999999997 0.23246000000000003 -0.49405499999999997 -0.45785999999999999 0.11434500000000002 0.11069000000000002 0.084940000000000015 0.084155000000000021 0.091600000000000015 -0.0063699999999999989 0.083250000000000005 -0.091604999999999978 -1.0000000180025095e-35 -0.0034749999999999994 -0.08824499999999999 -0.083684999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 -2 8 -7 20 9 10 11 12 -6 14 -14 -12 17 -9 -18 -15 22 -16 23 24 -5 -26 -25 28 -28 -30
right_child=4 2 3 7 5 6 -8 16 -10 -11 15 -13 13 19 21 -17 18 -19 -20 -21 -22 -23 -24 26 25 -27 27 -29 29 -31
leaf_value=-0.0034160857502015859 -0.003396927903998097 -0.0036976711219426422 0.0027806934728006427 -0.0034548561307105805 -0.0035003297431947166 -0.0027391551457504881 0.0016030528394526166 0.001979772541392995 0.0034308136964330519 -0.0027422999169927427 -0.0023973035255575518 -0.0021706354492430869 -0.0027028427992223185 -0.00071515933890297441 0.0027991599436318453 0.0013460387967384917 0.0019071316424920891 -0.0023692976007599013 -0.0016074731836713744 0.0021357722545223561 0.0006363293512164261 -0.001578257778474035 0.0019037278471011197 -0.0028445169813999809 0.0029844888699016013 -0.0026853154336003975 -0.0022961308497193053 -0.0020866469525121149 0.0027021950808864244 -0.00023330460396042249
leaf_weight=0.78658113442361255 0.37591487204190244 0.53922744584269544 0.56693700514733514 1.6958068372914534 0.24738214141688875 1.1043639699928451 0.57373047922737885 0.50341144111007441 0.66143158741761077 0.52864501159638244 1.1183301796554586 0.65331246005371202 0.23240786790847057 1.6882602241821589 4.0246115612099 0.59307711757719506 2.2315623916220004 1.0540361690800635 0.46036874077981327 0.88279154011979688 1.6189274271018801 0.22674137284047891 0.37769742123782624 0.75256174360401296 0.42960743140429258 0.74087335774674989 0.46674549882300231 1.0720560361514859 0.84812975756358433 1.4725990785518659
leaf_count=397 119 38 19 455 11 34 24 9 100 59 89 14 2 53 372 14 115 52 31 43 34 9 9 502 16 98 63 93 28 219
internal_value=0 -0.00060237 -0.000453137 -0.000330717 0.000327486 0.000439177 -0.00125458 -0.000459245 0.000700971 0.000523873 0.000702487 0.00109026 0.001382 0.00155321 0.00229261 -0.00110007 0.000474226 -0.000963554 0.00130607 0.000263731 -0.000877891 0.0025657 -0.00118993 -0.00134618 -0.0022908 -0.000604299 -0.000759121 -0.000352495 0.000314456 0.000839498
internal_weight=0 15.6171 14.8305 14.2913 12.911 12.5351 1.67809 13.7244 10.857 10.1956 9.66691 7.95551 7.30219 7.05481 4.48376 1.71141 4.24938 1.55745 2.69193 2.57105 9.475 4.25135 7.85608 7.47838 2.86629 1.17048 4.61209 3.85953 2.78747 2.32073
internal_count=3121 2178 1781 1743 943 824 58 1724 766 666 607 504 490 479 383 103 207 61 146 96 1517 381 1483 1474 569 114 905 403 310 247
is_linear=0
shrinkage=0.00336426


Tree=283
num_leaves=31
num_cat=0
split_feature=4 12 151 151 13 49 11 9 52 150 15 15 1 4 49 0 1 16 0 453 1 3 15 52 484 160 16 0 133 14
split_gain=2.6835 1.85098 1.25395 1.21963 0.98192 1.31534 0.937161 0.882858 0.72037 0.705224 0.653792 0.681534 0.609748 0.905315 0.642427 0.647424 0.633621 0.617619 0.602977 0.596129 0.52528 0.519922 0.683052 0.655003 0.5687 0.505933 0.567698 0.494539 0.560293 0.459388
threshold=0.27044500000000005 0.051320000000000005 -0.27559499999999998 -0.086769999999999986 -0.094514999999999988 -0.081604999999999997 1.0000000180025095e-35 -0.036024999999999995 0.11434500000000002 0.084495000000000015 0.035560000000000008 -0.095869999999999983 0.093575000000000019 0.033845000000000007 -0.069799999999999987 -0.23051499999999997 0.082535000000000011 0.16703000000000004 -0.10224499999999999 1.0000000180025095e-35 0.10920500000000001 -0.10519499999999998 0.079055000000000014 -1.0000000180025095e-35 0.079595000000000013 -0.082299999999999984 0.033715000000000009 -0.084269999999999984 -0.0061299999999999992 -0.46885499999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 -1 6 9 8 -5 27 -6 11 18 14 25 -13 -16 17 -17 -9 29 -12 22 23 24 -7 -14 -27 28 -3 -4
right_child=2 4 19 7 5 21 -8 10 -10 -11 20 12 13 -15 15 16 -18 -19 -20 -21 -22 -23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=0.0010197613015781996 -0.0013743086138306168 -0.0011010083677322339 0.00010823766235237266 0.0015765920447163477 0.00064100290744041231 -0.001511917730513938 -0.0015007997730474487 -0.00097834844540627239 -0.0011650289837831455 -0.00090605024841988702 -0.0015766629361513575 -0.0010110747746145865 -0.00028037327722051076 -0.00072811387598915585 0.0014888146742091204 0.00091385268038565877 -0.001043713799804228 -0.00052439767653055772 0.00038196784716580543 -0.00087427752331085073 2.1645048818913654e-05 -0.001031723854808296 -0.0015159739705699865 0.00080607864612875857 0.00045959746460898628 0.0014612897951413073 -7.8465789682371958e-05 0.0010297307527230954 0.0004770892003916367 0.0011051025934967263
leaf_weight=2.36566049512476 0.60993604268878687 0.68949570576660324 1.2132002669386563 0.64337635133415894 2.0483008655719526 0.76549886073917195 0.79434366477653373 2.6088373046368365 0.69081791583448637 0.91032513743266452 1.179295246955008 1.5058308686129764 0.67914318758994374 0.97566997259855259 0.61424028128385666 1.4224475575610882 1.1331614565569905 1.1588980779051778 0.9510227194987263 0.42115856334567059 0.70135866384953249 12.642309934366486 0.84295335086062539 1.1633525236975428 0.5293473768979311 2.3046228261664514 0.65848315646871913 1.7742623451631541 1.5929219722747805 5.3446897475514552
leaf_count=78 15 59 44 36 38 89 58 72 32 45 45 27 13 13 7 31 52 27 27 8 11 1721 73 25 13 87 27 23 27 298
internal_value=0 -0.000306104 0.000636619 3.75727e-05 -0.000571863 -0.000730577 -3.05198e-05 -0.000102937 0.000215485 0.000164998 -0.000170927 -6.2258e-05 0.000125971 0.000523015 -0.000188279 9.79447e-05 -0.000132053 0.000268149 -0.000614938 0.000812365 -0.0009806 -0.000896769 -0.000379936 9.62861e-06 -0.000705941 0.000858162 0.00111911 0.000450575 3.61603e-07 0.000920684
internal_weight=0 43.346 7.58898 18.902 24.4439 18.9021 5.54184 16.5364 4.7475 2.95863 15.893 14.0124 10.4525 4.61792 5.83458 4.32875 3.71451 2.58135 3.55986 6.97905 1.88065 15.9435 3.30115 2.4582 1.29485 3.64225 2.96311 4.05668 2.28242 6.55789
internal_count=3121 2756 365 553 2203 2004 199 475 141 83 439 383 284 140 144 117 110 58 99 350 56 1921 200 127 102 127 114 109 86 342
is_linear=0
shrinkage=0.00146249


Tree=284
num_leaves=31
num_cat=0
split_feature=31 2 123 1447 1 16 3 1425 133 1365 1456 11 1374 1 2 0 4 48 13 2 43 13 133 16 48 2 160 0 0 15
split_gain=0.511335 0.547214 0.626972 0.582392 0.456349 0.569313 0.457003 0.418077 0.420627 0.439298 0.440399 0.390232 0.475408 0.579775 0.506824 0.888305 0.497654 0.804551 0.430473 0.388318 0.342009 0.526897 0.337953 0.327759 0.409496 0.369997 0.290307 0.346451 0.381337 0.474081
threshold=-1.0000000180025095e-35 0.088225000000000012 0.086730000000000015 -1.0000000180025095e-35 0.13075500000000004 0.51524500000000006 -0.20241999999999996 1.0000000180025095e-35 0.18829500000000002 1.0000000180025095e-35 -1.0000000180025095e-35 0.08976000000000002 0.10637000000000001 0.093575000000000019 0.092875000000000013 0.10455500000000001 -0.034939999999999992 0.12879500000000002 -0.53104499999999988 0.11704500000000001 -0.08076499999999999 -0.50061499999999992 -0.11008499999999999 -0.089669999999999986 0.088965000000000002 0.090050000000000005 0.092070000000000013 1.0000000180025095e-35 -0.10151999999999999 -0.11713499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 4 3 -3 6 -6 -2 8 9 10 -5 12 13 14 22 20 19 18 -18 -15 -16 -22 -12 -24 25 -25 27 28 29 -8
right_child=1 2 -4 7 5 -7 26 -9 -10 -11 11 -13 -14 16 15 -17 17 -19 -20 -21 21 -23 23 24 -26 -27 -28 -29 -30 -31
leaf_value=0.0037077282105001576 0.0025521894746960137 -0.0036642083735773548 0.0026424761917515876 -0.0036674107460435272 0.0038702879403585987 -0.0010523431895409438 -0.0035933607570499061 -0.0042403924695715543 -0.0036600706228417483 -0.0027695192587375707 -0.003612647905614622 -0.0023772184355944008 -0.0034239830775586897 -0.0019863789313685431 -0.00038774294699028925 0.001288621416995098 -0.0025170043743527504 -0.0012658742701219404 0.003469696230061397 0.001870694805112743 0.0021037195366912665 -0.0038421374417843047 0.0027710426574858171 0.0010532558136855906 0.002578945724325845 -0.0030778343582247669 -0.0037156878580686943 0.0019635902612463191 -0.002023690802887855 0.00017131114455582993
leaf_weight=0.42543194640893744 0.40403987537138064 0.54925058217486977 1.1997125702910114 0.33472281019203087 0.5476821451447893 0.66902528889477253 0.50737355300225351 0.28075947897741649 0.35888588713714931 0.58766136900521893 0.17939768399810452 0.58293573348783034 0.36296701570972878 0.71436527627520241 1.0381794772692936 1.766156248282641 0.1627646123524763 0.64320278819650401 2.8451304571935907 0.62933762953616679 0.22154298424720664 1.3875498684356018 1.3556398940272634 0.58607353130354167 0.70618089521303784 0.52852269011782482 0.61429830640554506 0.43020252708811302 4.422107888909526 2.767743212578349
leaf_count=86 18 115 122 103 44 15 33 54 138 39 48 54 16 45 119 38 7 15 225 24 3 245 40 61 24 68 82 39 1095 106
internal_value=0 -0.000247758 0.000147144 -4.20753e-05 -0.000896406 0.0011635 -0.00117045 8.81933e-05 0.00016926 0.000263182 0.000390077 0.000489139 0.000616426 0.000731322 0.000119508 -0.00067787 0.00168298 0.00236856 0.00314574 -0.000179877 -0.00198984 -0.0030235 0.00116819 0.0014382 0.000445844 -0.000905637 -0.0013425 -0.00116313 -0.00133789 -0.000411903
internal_weight=0 27.3834 17.0209 15.8212 10.3625 1.21671 9.14577 15.272 14.9912 14.6323 14.0447 13.7099 13.127 12.764 7.76924 4.41343 4.9948 3.6511 3.0079 1.3437 2.64727 1.60909 3.35581 3.17642 1.82078 1.1146 8.74173 8.12743 7.69722 3.27512
internal_count=3121 3035 1603 1481 1432 59 1373 1366 1312 1174 1135 1032 978 962 646 405 316 247 232 69 367 248 241 193 153 129 1355 1273 1234 139
is_linear=0
shrinkage=0.00358026


Tree=285
num_leaves=31
num_cat=0
split_feature=1 12 0 4 3 39 16 16 453 12 3 47 49 3 4 1 51 51 4 0 0 1 403 403 16 48 15 1 1446 41
split_gain=2.12741 1.19471 1.06296 1.08454 0.999688 0.863412 1.07931 0.78383 0.773888 0.908477 0.97425 0.761391 0.758855 0.844054 0.655406 0.64327 0.57997 1.23578 0.598674 0.881914 0.778063 0.67919 0.579403 1.01172 0.589975 0.577224 0.545634 0.529614 0.528589 0.518618
threshold=0.094385000000000011 -0.054684999999999991 0.024095000000000002 -0.49405499999999997 0.31299000000000005 0.15619500000000003 0.064860000000000015 0.38525000000000004 1.0000000180025095e-35 0.092465000000000006 0.12178000000000001 0.090100000000000013 0.006170000000000001 0.090900000000000009 -0.15764999999999998 0.13075500000000004 0.086310000000000012 0.081440000000000026 0.053180000000000012 -0.084804999999999978 -0.083914999999999976 0.079415000000000013 0.03138500000000001 0.095105000000000009 0.15891500000000003 0.10396500000000002 0.091295000000000015 0.11323000000000001 0.089705000000000021 0.077300000000000021
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 11 12 7 5 6 8 -4 9 10 -3 28 13 14 -1 29 17 18 19 -16 -21 26 24 -24 -22 -13 -20 -12 -2 -11
right_child=1 4 3 -5 -6 -7 -8 -9 -10 15 27 25 -14 -15 16 -17 -18 -19 21 20 22 -23 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0011331336995832808 0.0019245436009969999 0.0010906866415704318 -0.0015254393165390972 0.0010026480049533332 0.0019994875141647215 0.0020905851931686168 -0.0011423488270276487 0.00089146161815454 -0.0018191422546071198 -0.00043158491725508747 -0.001506595244794524 -0.0010653218859893027 -0.0016422378294821344 0.00038091323138876072 -0.0018006733210970268 0.0016343892361058855 -0.0020772151270757868 0.0013776546571524233 -0.0020194162718569705 0.001083805381530331 -0.0017354395543039498 0.0010660472286733371 0.0012229857321343488 -0.0019820572856008227 0.00045206753861916496 0.0014308244348706577 0.00018343801188571782 0.00037296367696237025 -0.00097684786599320107 -0.0022368387181657878
leaf_weight=0.63997938670218601 2.7809950106311621 4.9991890534292907 1.6259097354486587 2.8760723979212335 0.89307775488123198 0.6448577521368869 3.5517994356341669 0.73449362022802223 0.76016382686793882 2.6644325784873226 0.9913578545674685 0.84701464697718598 3.2210381439654148 2.706878616474568 4.280351031455214 0.44848755700513709 1.3717216316144902 0.95515615865588266 0.82607442769222073 0.84384750830941069 2.8711850282270404 1.1073268512263892 1.0029308989178387 0.58969888673163939 0.55467281700111914 0.59444098314270377 0.87094990210607648 1.3150833062827585 0.25878644641488779 0.77441465575247992
leaf_count=21 237 146 65 62 62 25 194 7 17 128 17 17 487 45 496 19 147 14 57 67 523 22 38 69 33 29 25 33 6 13
internal_value=0 0.000234222 -0.000583636 0.000202089 -3.59478e-07 -0.00011095 -0.000202513 -0.000773365 7.67531e-05 0.000205512 0.000609044 0.00112637 -0.00077201 -0.000621477 -0.000791979 -0.000552864 -0.000872642 -0.000753787 -0.000911033 -0.00113059 -0.000641331 -0.000116947 -0.000931409 3.62628e-05 -0.00138127 -3.59377e-05 -0.000888863 -0.000434911 0.00167754 -0.000838121
internal_weight=0 21.5241 27.0783 5.23648 17.0429 16.1498 15.5049 2.3604 11.9531 11.193 7.30563 4.48124 21.8418 18.6208 15.9139 3.88733 15.2739 13.9022 12.947 10.1427 5.86234 2.80435 5.01849 1.59263 3.42586 1.44146 1.69702 2.30644 3.03978 3.43885
internal_count=3121 943 2178 134 654 592 567 72 373 356 196 289 2044 1557 1512 160 1491 1344 1330 1226 730 104 663 107 556 46 82 50 243 141
is_linear=0
shrinkage=0.00194177


Tree=286
num_leaves=31
num_cat=0
split_feature=31 2 123 1447 2 0 453 12 16 16 1374 3 13 2 2 33 16 1212 43 131 13 0 156 1 2 48 15 40 1 14
split_gain=0.474822 0.479756 0.556062 0.536566 0.433189 0.467747 0.422966 0.408856 0.522148 0.519499 0.501083 0.440846 0.61846 0.400787 0.463161 0.546172 0.438007 0.427183 0.60801 0.607159 0.383521 0.382967 0.426927 0.387295 0.788362 0.411635 0.376975 0.609706 0.35596 0.327477
threshold=-1.0000000180025095e-35 0.088225000000000012 0.08592000000000001 -1.0000000180025095e-35 0.084245000000000014 -0.13455999999999999 0.089960000000000026 0.092355000000000007 0.15891500000000003 0.23311500000000004 0.10637000000000001 0.10732000000000001 0.10591500000000001 0.083995000000000014 -0.0091949999999999983 -0.0066799999999999993 -0.037154999999999994 -0.47386499999999993 -0.074359999999999996 0.10033500000000002 0.038215000000000006 -0.030209999999999997 0.090500000000000011 0.093575000000000019 0.092875000000000013 0.11951500000000001 -0.095244999999999982 0.10611000000000002 0.084785000000000013 -0.10708499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 4 3 -3 5 -2 7 8 10 -10 21 12 -9 14 15 -7 -17 -16 19 26 -6 22 23 24 -5 29 -19 -28 -4 -25
right_child=1 2 28 6 20 13 -8 11 9 -11 -12 -13 -14 -15 17 16 -18 18 -20 -21 -22 -23 -24 25 -26 -27 27 -29 -30 -31
leaf_value=0.0031059880280578205 0.001637936469611976 -0.0030710800452597646 -0.00045574650755990316 0.0010929981881073925 -0.0024751225829464565 -0.0021386038582661433 -0.0026179819302235021 -0.0025137538260318619 -0.0029715715105030969 0.0003321215283961066 -0.0028100326376216378 0.0009235206270024551 0.00067190430424750314 0.0026689008524234266 0.0031673119753707086 0.0033574544445406787 -0.00021497614030496 0.00049804848899559517 -0.0026479608868226132 0.0025899762239526454 0.00069463372817401767 0.002509628201334511 -0.001586336847467131 -0.00070293231042952114 -0.002027243892054447 -0.00022879163646149394 -0.0027882886049336413 0.0033166057552752454 0.0030546657149809857 0.0026533043122803144
leaf_weight=0.39806138537824409 0.91501137521117915 0.511364690086343 0.36849284125491866 2.5048890372854662 1.8286507604061628 0.49315620842389751 0.51389599824324328 1.6176657961332237 0.73738153040176158 1.0326280869194304 0.34505933616310436 1.0189401389798147 0.8351487040054052 0.3148425935069098 0.18914303695783008 0.63100630999542762 0.61010823608376075 0.80222809099359493 2.1116809067898452 0.47511906002182502 0.42521645146189246 1.1377710638334901 0.70653025340288866 0.29971535166259933 1.0339392099413087 0.815636621788144 1.2664167564362281 0.16740019619464885 0.89557309250812978 2.1307131894864142
leaf_count=86 56 115 19 202 537 28 27 460 33 122 13 19 94 35 6 47 37 33 394 23 44 66 43 18 101 21 190 2 111 139
internal_value=0 -0.000201796 0.000115255 -4.36581e-05 -0.000713336 -0.000384479 6.1442e-05 0.000158301 0.000448115 -0.00104419 0.000742445 -0.000738607 -0.00142908 -0.000646553 -0.000801283 0.000537834 0.00160132 -0.00126465 -0.00143846 -0.000496406 -0.00187711 0.0008845 0.000637681 0.000869274 0.000181357 0.00161923 -0.00115221 -0.00207553 0.00203133 0.00223942
internal_weight=0 26.7353 16.5053 15.2413 10.23 7.97611 14.7299 14.216 10.7443 1.77001 8.97425 3.47175 2.45281 7.0611 6.74626 1.73427 1.24111 5.01199 4.82285 2.71116 2.25387 8.62919 7.49142 6.78489 3.53883 3.24607 2.23605 1.43382 1.26407 2.43043
internal_count=3121 3035 1603 1473 1432 851 1358 1331 758 155 603 573 554 795 760 112 84 648 642 248 581 590 524 481 303 178 225 192 130 157
is_linear=0
shrinkage=0.00300634


Tree=287
num_leaves=31
num_cat=0
split_feature=12 1 4 3 132 13 14 47 151 4 51 52 133 49 3 16 42 3 11 159 15 15 12 51 12 402 0 1 1 1
split_gain=2.3608 1.42578 0.994965 1.13932 0.912691 0.944137 0.961586 0.957114 1.14895 1.02726 0.920729 0.914087 0.837336 0.820024 0.879974 0.780634 0.746407 0.792896 0.736008 0.656429 0.630987 0.622638 0.888064 0.852266 0.679225 0.731382 0.614128 0.576151 0.561062 0.466038
threshold=0.079890000000000017 0.13021500000000003 0.40473500000000007 0.097915000000000016 0.081465000000000024 -0.072309999999999985 0.019675000000000002 0.096175000000000024 -0.086944999999999981 0.0061450000000000003 0.087505000000000013 -0.085984999999999992 -1.0000000180025095e-35 -0.23803499999999997 -0.097604999999999983 -0.078844999999999985 -0.027559999999999998 0.12178000000000001 0.081790000000000015 0.092630000000000018 0.079055000000000014 0.088235000000000022 0.084100000000000022 0.12547500000000003 0.090020000000000017 -0.43995499999999993 -0.057069999999999989 0.14089500000000002 0.094465000000000007 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 3 13 5 6 12 8 -7 10 11 -10 -1 -2 18 21 -11 28 19 20 -15 22 -16 -24 -23 -26 -22 -9 -18 -6
right_child=1 -3 -4 -5 29 7 -8 27 9 16 -12 -13 -14 14 15 -17 17 -19 -20 -21 26 24 23 -25 25 -27 -28 -29 -30 -31
leaf_value=-0.0016414741834659896 0.00044338768410422748 0.0011903924071255043 0.00064750454667311566 0.00063012413684452348 2.9179986096406912e-05 0.0013458735794662634 -0.001941808522090753 -0.0015047621754156134 -0.0015880849168691015 -0.0016078181917964147 -0.0019205821380731728 0.00023906156636918657 0.0013392979397447576 0.00064790394229118239 0.00098677749765017312 -0.0017989245889556372 0.00026887869433771754 -0.00070966676327149762 -0.0015842501149316763 -0.0017952096167540242 -0.0019535990312875475 0.00080579854821036028 -0.001797417034450671 0.0017769364742298789 0.0023114416493197226 -0.0019325855380885458 0.0015309282099139399 0.00025180529271817486 0.0016944432452911577 0.001887419314110972
leaf_weight=0.37283990439027537 1.4297366081737042 1.4983385712839652 1.7861505765467871 1.7940180869773019 0.69689654558896963 2.2545922056306233 0.41480180900543917 2.4749712536577131 1.3541213585995189 0.57364024058915664 1.5627904837019739 3.7134223398752386 4.0677439733408454 3.0142928590066846 0.55187876848505002 6.4837111528031386 1.7692173789255319 1.1588478880003092 1.5766126378439365 0.6905891909264027 0.75005729403346777 1.3377920240163805 3.982852759771049 0.25737648038193572 0.17630519345402718 0.89009656314738073 0.24258470907807339 0.93135787919163693 2.3028354425914586 1.640498050721362
leaf_count=21 22 57 44 21 11 63 11 68 77 36 49 83 204 84 35 1049 26 17 118 43 80 72 510 15 2 122 3 11 85 82
internal_value=0 -0.000613294 -0.000721551 -0.000827054 0.000200114 8.46996e-05 0.000830098 -0.000115303 9.55262e-05 -0.000131177 -0.000643134 -0.000249179 0.00108903 -0.000949306 -0.00104909 -0.00131983 0.000453614 0.000679679 -0.000458782 -8.10452e-05 0.000214389 -0.000888179 -0.0012848 -0.00158046 -9.76118e-05 -0.00123093 -0.00110204 -0.00102448 0.00107507 0.00133338
internal_weight=0 26.4624 24.9641 23.1779 25.2886 22.9512 4.85539 18.0958 14.6895 12.4349 6.63033 5.06754 4.44058 21.3839 19.9541 13.68 5.80454 5.2309 6.27414 4.69752 4.00693 7.1963 4.79211 4.24023 2.40419 1.0664 0.992642 3.40633 4.07205 2.33739
internal_count=3121 2277 2220 2176 844 751 236 515 436 373 209 160 225 2155 2133 1805 164 128 328 210 167 756 560 525 196 124 83 79 111 93
is_linear=0
shrinkage=0.00190369


Tree=288
num_leaves=31
num_cat=0
split_feature=1 52 0 47 15 1 48 50 160 3 3 4 16 2 4 3 4 0 457 0 159 12 0 128 156 124 9 15 403 133
split_gain=1.67515 0.989036 0.961146 0.79225 0.944835 1.09724 0.837837 0.799748 0.989557 0.771042 0.746145 0.744177 0.784477 0.658158 0.628089 0.528017 0.496016 0.484233 0.460228 0.396019 0.391956 0.694148 0.371365 0.365455 0.372874 0.484116 0.360601 0.457167 0.504227 0.620171
threshold=0.094385000000000011 -0.43320999999999993 -0.060129999999999996 0.096300000000000011 0.035560000000000008 0.11146500000000002 0.12879500000000002 0.11843500000000001 -0.51146999999999987 0.090900000000000009 0.16158000000000003 -0.49405499999999997 0.38525000000000004 0.12437500000000001 0.40124500000000002 -0.10519499999999998 -0.16363499999999997 -0.062294999999999996 0.082380000000000009 -0.24955499999999997 0.092630000000000018 0.092355000000000007 -0.10324499999999999 0.086435000000000012 0.11896500000000002 -0.50724999999999987 0.091600000000000015 -0.0063699999999999989 -1.0000000180025095e-35 0.076280000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 9 4 6 -6 7 8 -3 14 15 12 -4 20 16 -5 -1 -17 -11 -18 21 -13 -7 24 25 -10 27 -21 -29 -30
right_child=1 3 11 10 5 22 -8 -9 23 18 -12 13 -14 -15 -16 17 19 -19 -20 26 -22 -23 -24 -25 -26 -27 -28 28 29 -31
leaf_value=0.0014912059077709357 -0.0019485830795820482 -0.0020254656893638695 -0.0015300790941793776 0.00086521582265555892 -0.0017201473038466475 0.0018276972176047336 -0.00098089632626459974 -0.0011283270399247444 -0.0011966511574818136 -0.00050602689015749472 0.0016299495284475946 0.0020464668445058583 0.00090693672477810819 -0.0012409120516121532 0.0020598773781583535 -0.0012093580631361539 0.0022865334794525427 0.00028030960066343687 0.0011893592032240425 -0.0014810730030064545 -0.00029827872586194674 4.5166250826711846e-05 -8.126392188926104e-05 -0.0005380110445202084 -0.00047561812237937006 0.0016627554333984835 0.00063203583140969736 -0.0017258436678055525 -0.0010228449300381242 0.00029339413008029998
leaf_weight=0.30043053370900707 0.7038552812300648 0.32657337747514237 1.5054696239531042 0.86739176465198387 1.2055707719409832 0.6543125999160111 0.77625314518809396 0.55606759805232364 0.22604159195907314 1.2712311020586633 0.69927166961133469 1.7099905640352515 0.72295668255537737 0.58529586985241611 0.26056358963251192 2.8671603638213128 0.1337352395057686 1.1228450112976127 1.1081459410488603 6.1334962754044682 0.71988199278712262 1.0249547959538174 0.88849585433490552 0.34735618298873294 0.34428306110203255 6.9662824161350718 0.46156080439686853 1.5657468370627592 3.2619587609078717 2.2274835230782628
leaf_count=9 119 10 75 18 82 14 10 24 6 33 25 35 7 62 5 112 1 28 15 853 20 49 30 13 8 444 8 539 348 119
internal_value=0 0.000287184 -0.00048952 0.000375355 0.000647755 -0.000345686 0.00093387 0.00110342 0.00125456 -0.000730216 -0.00022719 0.00015265 -0.000739451 0.00064471 -0.00089837 -0.000494544 -0.000953098 -0.000790144 0.000283564 -0.00100637 0.00096416 0.00129645 0.000728336 0.00139043 0.00147931 0.00157289 -0.00103863 -0.0010971 -0.000763294 -0.000488747
internal_weight=0 18.5518 22.9929 17.8479 12.2912 2.74838 9.54286 8.7666 8.21054 16.7244 5.55667 6.26855 2.22843 4.04012 14.345 4.8574 14.0844 3.99001 2.37938 13.784 3.45483 2.73495 1.54281 7.88396 7.53661 7.19232 13.6502 13.1887 7.05519 5.48944
internal_count=3121 943 2178 824 641 126 515 505 481 1930 183 248 82 166 1882 158 1877 140 48 1868 104 84 44 471 458 450 1867 1859 1006 467
is_linear=0
shrinkage=0.00192292


Tree=289
num_leaves=31
num_cat=0
split_feature=1 50 12 40 39 47 51 0 3 4 52 52 50 483 151 52 160 12 159 0 0 43 43 129 129 1 15 15 0 457
split_gain=0.476919 0.445966 0.441679 0.610676 0.431001 0.4312 0.409111 0.449076 0.550535 0.40061 0.582528 0.451237 0.394018 0.372282 0.396292 0.376143 0.377389 0.400993 0.346415 0.410275 0.556696 0.540733 0.650007 0.539906 0.470424 0.422662 0.434978 0.339934 0.479489 0.326295
threshold=0.099195000000000019 0.10124500000000002 -0.054684999999999991 0.57330500000000006 0.15619500000000003 0.14808500000000002 -0.10748999999999999 -0.060129999999999996 0.090900000000000009 -0.49405499999999997 0.10347000000000002 0.11434500000000002 0.10114000000000002 0.10297500000000001 -0.40381499999999992 -0.43320999999999993 -0.40698999999999991 0.11650500000000001 0.082585000000000006 -0.10011499999999998 -0.10224499999999999 -0.083134999999999987 -0.084794999999999995 0.092550000000000007 0.093925000000000008 1.0000000180025095e-35 -0.095869999999999983 0.15614500000000003 -0.077999999999999986 0.082380000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 3 -2 5 13 -1 8 12 10 -9 -11 18 14 -4 -16 -17 -18 19 20 25 22 27 -23 -25 -8 -27 28 -21 -10
right_child=2 -3 4 -5 -6 -7 7 9 29 11 -12 -13 -14 -15 15 16 17 -19 -20 21 -22 23 -24 24 -26 26 -28 -29 -30 -31
leaf_value=-0.0029524260425603343 0.0022625051589386493 -0.002939475145126286 -0.0028396948827302177 -0.0032734269589376982 0.0030782175222222961 -0.0030769597802889253 -0.0030001935475673491 -0.0024521015667243432 -0.00043836189180066686 0.0017807816033290451 0.0012280229181320596 -0.0013645321922487956 0.0035593460967916911 -0.0028994236701908329 -0.0029333928318929872 -0.0029737590245410175 0.00083333241882677827 -0.0014717800879565405 -0.0026866682446028082 -0.0029526270239217311 0.0024506612241332877 -0.0027925929878148681 0.0028650604217176755 0.003286262426761295 -0.0029498660435444083 -0.0017528510208652511 0.00089109470977397878 0.0019342846901412012 0.00064137195120999549 0.0019785962132539314
leaf_weight=0.50157200684771019 1.5627343741944049 0.59205130464397449 0.34633774869143685 0.18904789723455895 0.38545659894589412 0.38460749294608909 0.49696310400031585 0.75657167180906959 0.89310992031823744 2.1628936151391822 0.70162553968839347 0.46990043716505159 0.16614224854856807 0.3414718136191367 0.28536785976029655 0.25945432658772638 6.290693435235883 0.71088264835998405 0.88851119839819226 0.87685963965486735 0.63467621430754384 2.1955247888690823 0.45124583604046886 0.25529336556792248 0.17092121008317918 0.8139787543332212 1.4918382498435669 0.26519204396754492 0.4895916350069458 1.0043584909290073
leaf_count=174 262 277 18 3 25 11 57 34 28 98 12 26 3 25 105 22 311 34 204 233 27 849 26 3 65 37 71 6 55 20
internal_value=0 -0.000460909 0.000328533 0.00166508 6.85072e-05 -6.60951e-05 -0.000367363 -0.000281977 -0.000585779 0.00054189 -0.000681374 0.00121941 -0.000880145 7.45379e-05 0.000203204 0.000342856 0.000471616 0.00059929 -0.000961822 -0.000773597 -9.60694e-06 -0.00133181 -0.000225276 -0.00221091 0.000785441 -0.000566723 -4.22472e-05 -0.00107994 -0.00166492 0.00084097
internal_weight=0 16.2788 10.7561 1.75178 9.00427 8.61882 15.6868 15.1852 11.0942 4.09099 1.4582 2.63279 9.19674 8.23421 7.89274 7.5464 7.26103 7.00158 9.0306 8.14208 3.43746 4.70463 2.08289 2.62174 0.426215 2.80278 2.30582 1.63164 1.36645 1.89747
internal_count=3121 2305 816 265 551 526 2028 1854 1684 170 46 124 1636 515 490 472 367 345 1633 1429 192 1237 320 917 68 165 108 294 288 48
is_linear=0
shrinkage=0.0029092


Tree=290
num_leaves=31
num_cat=0
split_feature=1213 4 480 14 3 483 124 38 1366 39 42 3 0 1374 47 457 160 43 475 1212 52 12 42 4 43 43 15 0 483 9
split_gain=0.442303 0.429839 0.46084 0.405503 0.403273 0.483569 0.380214 0.623293 0.466849 0.392566 0.605644 0.471952 0.411331 0.4118 0.507203 0.477415 0.415555 0.389215 0.371717 0.367888 0.438194 0.405247 0.353288 0.349688 0.346358 0.493845 0.358149 0.337399 0.284939 0.344348
threshold=-1.0000000180025095e-35 0.51303500000000013 0.084710000000000021 0.076175000000000007 0.30112000000000005 0.088070000000000009 -0.043384999999999993 0.095410000000000009 -1.0000000180025095e-35 0.15619500000000003 -0.11051499999999999 -0.10519499999999998 -0.10011499999999998 -0.094929999999999987 0.10813000000000002 0.088350000000000026 0.088020000000000015 -0.17390999999999998 -0.086004999999999984 -0.50120999999999993 0.083680000000000018 0.10345000000000001 0.11326500000000002 -0.51843499999999987 -0.08756499999999999 -0.08287499999999999 0.088655000000000025 -0.20211999999999997 0.086010000000000017 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=18 2 3 4 5 6 7 -2 -8 10 -10 22 13 -13 15 16 -15 -14 -1 -19 21 28 -12 -22 -25 -26 -27 -6 29 -21
right_child=1 -3 -4 -5 27 -7 8 -9 9 -11 11 12 17 14 -16 -17 -18 19 -20 20 23 -23 -24 24 25 26 -28 -29 -30 -31
leaf_value=0.0032171349601831929 0.0020885693816959918 0.0026769378836707415 -0.0027212875972216811 -0.0022720193988721147 -0.0020389758039259178 -0.0028619866088678775 -0.0032496200194000371 -0.0032390465098817763 -0.0025908896672997769 0.0032926579769999081 0.0012991369962096881 -0.0016926925751619779 0.0017352577781487672 0.00091601860515816511 -0.00204042471438358 0.0033975862181629376 -0.0019132171584959824 0.003839650557344183 -0.0027961454087270482 0.0033089760831901461 -0.0035036994302137391 0.0011184535938137791 -0.0018318842566388733 -0.0032083635331510009 0.0032955062915217123 0.00040027759434772088 -0.003152013287703002 0.0031712752129663844 0.002604666738308373 -0.0025957697782409538
leaf_weight=0.11241945996880531 1.5936433502356759 0.54453233547974278 0.65084983932319929 0.77995457331417029 0.14905479282606393 0.58520790544571255 0.45180430024632201 0.24744582222774614 0.90481515455759876 0.33909848588518698 3.5245919093722757 0.87279367656446982 0.56373811315281575 4.0882809255272408 0.6323108950164168 0.66311852727085341 0.57794285530690093 0.15179331600669765 0.92757120408350846 0.099654622143172999 0.2847548080608252 0.40234230353962619 0.39043897949159134 0.27270623599179122 0.49351805535843674 1.6492317065130913 0.33267325250199054 0.64930645318236102 0.11529796750983212 2.8880609304758709
leaf_count=4 162 121 219 84 6 136 39 21 112 18 206 17 25 146 20 26 28 1 487 4 8 53 17 47 21 221 131 87 13 641
internal_value=0 -6.73169e-05 -0.000128675 -5.74871e-05 1.78603e-05 -6.08259e-05 1.52771e-05 0.00137253 -0.000111573 -3.79113e-05 -9.7642e-05 2.76648e-05 -0.000238897 0.000310875 0.0006042 0.000917977 0.000565599 -0.000756888 -0.00214613 -0.00096689 -0.00107848 -0.00183053 0.000986886 -0.000209268 0.000132094 0.000500097 -0.000195993 0.00219852 -0.0022129 -0.00239882
internal_weight=0 24.899 24.3544 23.7036 22.9236 22.1253 21.5401 1.84109 19.699 19.2472 18.9081 18.0032 14.0882 6.83445 5.96165 5.32934 4.66622 7.25377 1.03999 6.69003 6.53824 3.50536 3.91503 3.03288 2.74813 2.47542 1.9819 0.798361 3.10301 2.98772
internal_count=3121 2630 2509 2290 2206 2113 1977 183 1794 1755 1737 1625 1402 237 220 200 174 1165 491 1140 1139 711 223 428 420 373 352 93 658 645
is_linear=0
shrinkage=0.00312309


Tree=291
num_leaves=31
num_cat=0
split_feature=4 12 3 49 453 151 15 132 133 13 160 0 43 1 16 1212 1186 42 42 49 11 0 3 3 12 52 160 156 1 12
split_gain=2.26607 1.68513 1.3543 1.28783 1.14993 1.1467 0.919399 0.796006 1.00478 1.10948 0.936659 0.689311 0.9382 0.664273 0.634857 0.517246 0.564534 0.609646 0.952301 0.49389 0.484039 0.459154 0.820641 0.457495 1.00775 0.43804 0.565668 0.429751 0.414456 0.622011
threshold=0.27287000000000006 0.084100000000000022 0.10732000000000001 -0.22491999999999998 1.0000000180025095e-35 -0.086769999999999986 0.084050000000000014 0.081465000000000024 -0.0061299999999999992 -0.0021749999999999994 -0.082179999999999989 -0.060129999999999996 -0.074359999999999996 0.084525000000000003 -0.43320999999999993 -0.50120999999999993 0.085175000000000015 -0.095284999999999995 -0.11051499999999999 -1.0000000180025095e-35 0.088710000000000011 -0.053834999999999994 -0.10831999999999999 -0.077774999999999983 0.092255000000000018 -0.085984999999999992 -0.091944999999999985 0.11896500000000002 0.10089500000000001 0.088365000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 3 -3 20 13 7 8 -7 10 -10 15 21 -1 -12 -5 17 18 -17 -14 27 -13 -23 -19 28 -11 -27 -2 29 -25
right_child=4 2 -4 11 -6 6 -8 -9 9 25 14 12 19 -15 -16 16 -18 23 -20 -21 -22 22 -24 24 -26 26 -28 -29 -30 -31
leaf_value=-0.00080206450835419827 0.0011323410779575137 0.00056170961934573949 0.00061195664418122928 0.00083751739738643948 -0.0010342384033431332 -0.0012448086629928839 -0.0011423055053509314 0.0009254905626585047 -0.001056265739897435 -0.00088280272777728215 -0.00051160732290741681 0.0014852571427591572 0.00071828648169833416 0.0011984231146753763 0.0011901652439838498 -0.0014541865443501768 0.00018004184311216773 -0.0013792537846273956 0.00079832982920149519 -0.0011762233999997077 3.924925097925618e-05 0.0010242617227804484 -0.0012447430835014657 0.00081572553535499991 -0.0014441743465139585 -0.0011135465802090689 3.8610872580612154e-05 -0.00052599595086294862 0.0014981132471096161 -0.0014471288644928308
leaf_weight=0.39306761906482579 4.4900108608417204 1.5543672172352696 1.8047115225344885 0.3189902191516073 0.76368806138634671 1.4343793811276615 1.5910474860575039 1.6318173212930549 0.56020748079754445 1.824059570906688 0.52193561755120788 0.59584016259759653 0.32324565574526776 2.1974930136930197 2.8171558417379918 0.69224593252874911 0.77806845423765558 7.3727701553143579 0.82794853718951766 1.9079766371287399 1.2905359975993631 0.69624253269284953 0.59281877358444024 0.50287577859124988 1.7208409613231195 0.98244861233979985 6.6496363931800984 0.33750002551823843 0.35922485962510109 0.47402511932887137
leaf_count=45 295 29 25 25 17 72 122 46 28 72 11 13 5 73 152 118 34 1097 44 156 34 13 54 12 304 32 122 6 3 62
internal_value=0 -0.000273125 -0.000560587 -0.000673642 0.000605591 1.32062e-05 -0.000113596 -1.39272e-05 -0.000117577 3.48832e-06 0.000639635 -0.00078552 -0.000279831 0.000894888 0.00092416 -0.000945058 -0.000989733 -0.0010659 -0.000227391 -0.000901759 0.000810284 0.000456365 -1.92175e-05 -0.00118811 -0.000727127 -0.000258831 -0.000109702 0.0010164 0.000196383 -0.000282287
internal_weight=0 41.1254 20.5222 18.7175 6.88173 20.6032 18.0127 16.4216 14.7898 13.3554 3.8993 17.1631 4.11612 2.59056 3.33909 13.047 12.728 11.9499 1.52019 2.23122 6.11805 1.8849 1.28906 10.4297 3.05697 9.45614 7.63209 4.82751 1.33613 0.976901
internal_count=3121 2769 1994 1969 352 775 657 535 489 417 191 1940 241 118 163 1699 1674 1640 162 161 335 80 67 1478 381 226 154 301 77 74
is_linear=0
shrinkage=0.0014173


Tree=292
num_leaves=31
num_cat=0
split_feature=4 151 474 1213 11 1456 403 480 475 1374 156 457 158 1184 1 0 3 15 15 1 4 52 3 2 49 9 3 453 11 15
split_gain=0.444703 0.469679 0.528478 0.421454 0.447723 0.460214 0.489003 0.403661 0.37865 0.338072 0.334595 0.346721 0.358571 0.327335 0.385456 0.499047 0.549292 0.412814 0.572353 0.396249 0.332741 0.448915 0.425281 0.611797 0.327244 0.490649 0.32178 0.320278 0.334473 0.30743
threshold=0.27044500000000005 -0.27559499999999998 -1.0000000180025095e-35 -1.0000000180025095e-35 0.081790000000000015 -1.0000000180025095e-35 -0.083259999999999987 0.084710000000000021 -0.086004999999999984 0.093235000000000012 0.10499000000000001 0.5717850000000001 0.094850000000000004 1.0000000180025095e-35 0.094385000000000011 -0.077999999999999986 -0.084074999999999997 -0.008624999999999999 -0.090644999999999989 0.083135000000000014 -0.49405499999999997 0.10347000000000002 -0.090809999999999988 0.10731 -0.047584999999999995 0.091600000000000015 -0.028564999999999997 1.0000000180025095e-35 0.088710000000000011 -0.10653
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 8 5 -5 -7 9 -1 10 11 12 13 14 15 16 19 18 24 -8 21 -17 -22 26 -18 29 -24 28 -4 -26
right_child=1 2 27 4 -6 6 7 -9 -10 -11 -12 -13 -14 -15 -16 20 17 -19 -20 -21 22 -23 23 -25 25 -27 -28 -29 -30 -31
leaf_value=0.0035790562860217915 -0.0031086642414329476 -0.0043700628910462412 0.0026724922342024906 -0.0028074216735055292 -0.0028264153484862742 -0.0029048256490831169 -0.0035354726607127493 -0.0035104741889893428 -0.0035070770803026776 -0.002994995112839436 -0.0031589699142607563 -0.0035398983208367162 -0.0027228658069663129 -0.0032166672793063752 0.0011977526347955467 -0.002706402869666307 0.0017427361012297366 0.0010061735819516498 -0.0035984602715109946 0.0010189210372302286 0.0031034995527722243 0.0015161533676929667 -0.0010036277128260382 -0.0037328963048943544 0.00014118793699691043 0.0031946104400957234 0.0031608680307950183 -0.0022115750013496759 -0.00010787486842609998 -0.0037817385416154584
leaf_weight=0.10340609028935432 0.31353748589754138 0.18489383673295456 2.1994165351497936 0.76131168223220314 0.78852385969366778 0.70001466933173517 1.022415042098175 0.37633575545623799 0.79342083501979388 0.40962313092313607 0.35160662984708224 0.28469006018713017 0.45287807297427107 0.29534317832440038 5.888248653674963 0.56727297184988879 0.803972965572053 2.5834771477384191 0.72100713645340908 0.29968606517650176 1.3833319517434577 0.66177968424744904 0.34476182406069733 0.33417845063377172 0.40665739163526571 0.25709514692425739 0.64845734694970192 0.23594674142077554 0.68944026110693801 0.59982892160767165
leaf_count=4 15 3 309 250 124 345 257 167 478 33 76 8 70 20 328 35 20 143 101 31 46 12 42 47 50 3 18 8 30 48
internal_value=0 0.000965727 0.00135171 -0.000351859 -0.000251731 -0.000150996 -4.67108e-05 6.03218e-05 -0.00269003 0.000133689 0.000205259 0.00027264 0.000335487 0.000417846 0.000482815 8.69369e-05 -0.000491923 3.04567e-06 -0.000926307 -0.00250311 0.00107049 -0.00043278 0.00175207 0.000343697 5.53819e-06 -0.00109978 0.00171531 0.00169026 0.00200894 -0.00219673
internal_weight=0 3.62323 3.3097 21.8393 20.9425 20.154 19.3927 18.6926 0.896827 18.3163 17.9067 17.5551 17.2704 16.8175 16.5222 10.6339 6.69414 5.37204 2.78856 1.3221 3.93978 1.22905 2.71073 1.3274 2.06755 1.26358 0.993219 3.1248 2.88886 1.00649
internal_count=3121 365 350 2756 2274 2150 1900 1555 482 1388 1355 1279 1271 1201 1181 853 653 365 222 288 200 47 153 107 121 101 60 347 339 98
is_linear=0
shrinkage=0.00348306


Tree=293
num_leaves=31
num_cat=0
split_feature=4 151 12 1 15 3 49 3 151 1212 1 132 133 13 448 12 42 158 15 160 15 15 0 52 49 0 0 14 453 4
split_gain=1.3567 1.01873 0.977176 0.860548 0.850216 0.741955 0.736001 0.672788 0.626977 0.602895 0.58351 0.526019 0.705791 0.898175 0.922787 0.498448 0.483085 0.555957 0.475576 0.664263 0.575951 1.25008 0.79028 0.459325 0.431248 0.569639 0.514218 0.423923 0.528557 0.395958
threshold=0.27044500000000005 -0.27559499999999998 0.084100000000000022 0.13021500000000003 0.084050000000000014 0.10732000000000001 -0.23803499999999997 -0.097604999999999983 -0.086769999999999986 -0.50120999999999993 0.086105000000000015 0.081465000000000024 -0.0061299999999999992 -1.0000000180025095e-35 -0.08020999999999999 -0.14757499999999998 0.095885000000000012 0.07968500000000002 -0.09551999999999998 0.032695000000000009 0.088235000000000022 0.088655000000000025 -0.10011499999999998 -0.15275999999999998 -0.069799999999999987 -0.10011499999999998 -0.019414999999999998 -0.46885499999999997 1.0000000180025095e-35 0.2623950000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 4 5 8 6 -4 16 10 -9 -1 12 -10 14 -14 -16 17 23 19 29 -20 -22 -23 -8 -15 -26 -27 -3 -29 -11
right_child=1 27 3 -5 -6 -7 7 9 11 18 -12 -13 13 24 15 -17 -18 -19 20 -21 21 22 -24 -25 25 26 -28 28 -30 -31
leaf_value=-0.00083949553000798975 -0.0016846287332496661 -0.00018027098794426555 0.00055311541450828085 0.0011262753683035265 -0.0012893681650178992 0.00054099583419782763 -0.0018027690033301455 0.0012438252987526602 -0.0014850928035301221 -0.0018231443921376972 0.0014929572168529428 0.0011225966703607654 -0.002044551207125829 -0.0010906575770505537 -0.0011244360960809853 0.0013646203039701028 -0.0019054136731162265 -0.0018766148444488353 -0.0018284252754056792 0.0014887922789373598 0.0014682373464044057 0.0012429659044875612 -0.0018050421174191642 0.00043673565416365629 0.00036258693337612701 -0.0014450734626073893 3.7899141450439196e-05 0.0013112985332266881 -0.0010753428191837512 0.00080559968276144509
leaf_weight=0.42631350737065377 0.53815787192434061 0.95695197046734382 1.1768139617051954 0.8858049875125279 1.4651527657406394 1.4423050135374058 0.32613859616685736 0.3155987320933481 1.0907742183189828 0.71060177183244266 1.717330486513674 1.2018866105936457 0.32470183819532428 1.7093746401369578 0.28346130438149009 2.6626153257675496 0.52847418002784241 0.47374843829311419 4.7034596868325034 0.44612026761751622 0.60326493612956289 0.31155487475916777 2.0741037792759016 2.7557043713750327 3.8726957887411118 1.4337509914766999 1.5488583955448092 3.9641490053618318 0.31927609536796797 0.24548978847451508
leaf_count=47 15 44 19 27 127 19 80 26 69 118 66 45 4 35 8 182 29 39 928 17 32 8 500 137 78 54 55 298 8 7
internal_value=0 0.000653409 -0.00028039 -0.000586111 1.2615e-05 -0.000680246 -0.000800306 -0.000918336 0.000129849 -0.00118083 0.00102909 -6.59255e-06 -0.000111585 1.49996e-05 0.000810466 0.00112513 -0.000313522 -7.69159e-05 -0.00126497 -0.000309213 -0.00143919 -0.000826671 -0.00140699 0.000199738 -0.000288782 -8.88343e-05 -0.000674971 0.000893512 0.0011334 -0.00114818
internal_weight=0 5.77853 34.7361 16.9992 17.7369 16.1134 14.6711 13.4943 16.2718 9.41019 2.14364 14.1281 12.9262 11.8355 3.27078 2.94608 4.08407 3.55559 9.0946 1.40221 7.69238 2.98892 2.38566 3.08184 8.56468 6.85531 2.98261 5.24038 4.28343 0.956092
internal_count=3121 365 2756 1986 770 1959 1940 1921 643 1636 113 530 485 416 194 190 285 256 1610 142 1468 540 508 217 222 187 109 350 306 125
is_linear=0
shrinkage=0.00178445


Tree=294
num_leaves=31
num_cat=0
split_feature=1 150 0 4 15 50 3 16 1 4 151 1 51 403 1429 1 12 15 47 16 150 0 39 1 51 151 150 15 15 403
split_gain=2.05309 1.24766 1.14965 1.07123 0.985152 1.06999 0.870444 0.76397 0.59846 0.707146 0.640431 0.617998 0.872909 0.815469 0.950275 0.587734 0.744457 0.590205 0.905562 0.547746 0.860459 0.76508 0.654758 0.530338 0.530256 0.48865 0.480821 0.448323 0.540066 0.69688
threshold=0.094385000000000011 0.080470000000000014 0.024095000000000002 -0.49405499999999997 -0.24436499999999997 0.11843500000000001 0.090900000000000009 0.38525000000000004 1.0000000180025095e-35 0.053180000000000012 0.13982000000000003 0.090540000000000023 0.067785000000000012 0.03138500000000001 0.084770000000000012 0.10752500000000002 0.090995000000000006 0.040760000000000005 0.093140000000000014 -0.069144999999999984 -0.073399999999999979 -0.18113999999999997 0.14059500000000003 0.111945 0.084305000000000019 -0.27559499999999998 0.13529000000000005 -1.0000000180025095e-35 0.091915000000000011 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 6 7 5 23 8 -4 10 11 25 12 13 14 -10 16 17 18 -6 21 -21 -17 -22 -2 -8 -1 -3 -27 29 -29
right_child=1 26 3 -5 15 -7 24 -9 9 -11 -12 -13 -14 -15 -16 19 -18 -19 -20 20 22 -23 -24 -25 -26 27 -28 28 -30 -31
leaf_value=0.0003729768207679991 0.00022807801531934575 0.0015042926150862243 -0.0015047438762226153 0.001072099999146092 0.0010001152416980372 -0.0013859873169499352 0.0008616829889292884 0.00087795090878564012 -0.0021243119677303874 0.00088829018459989594 0.00088582281322753954 -0.0019288032230016612 0.00090200066260818232 0.00072648333614920525 0.0017801149522843995 -0.00091467432481499465 -0.0021647883520137623 -0.0021839308410769036 -0.0016935720086505503 0.0018056794452771671 -0.0013379459930319168 0.0010546421127966047 0.0010696793056291999 0.0019412195314619776 -0.00092389042493811976 -0.002019739288925633 4.3285068681284702e-05 -0.0020750344553676636 -0.0021130894898892839 -0.00017284221287502317
leaf_weight=0.61898248665966704 1.1705285487696575 3.8319446970708659 1.753681047819555 2.9935877977404735 1.6055140334647164 0.73894982784986485 1.9219637145288282 0.84123757015913714 2.1018685195595026 1.2375906067900357 0.54568442422896701 1.5684349951334295 1.4268001290038226 0.8314965076278894 0.30107810255140055 1.1369570894166825 1.3791053097229449 0.58749748254194845 0.78510047239251424 0.56839955598116221 2.8016135341022097 3.1222163895145085 0.575182944536209 2.1951355398632586 1.107552526053041 4.1841531168902337 1.2661019428633151 1.1419323810841953 1.6686373245902357 2.8306895575951678
leaf_count=38 25 204 65 62 66 20 34 7 212 28 16 134 53 34 8 27 143 17 16 13 125 70 11 183 26 717 23 335 243 166
internal_value=0 0.000251644 -0.000596236 0.000234258 -2.05408e-05 0.000853682 -0.000812239 -0.000732306 -0.000979845 -0.000530835 -0.00128493 -0.00081276 -0.000437228 -0.001028 -0.00163511 -0.000306201 -0.000916284 -0.000338127 0.000115483 1.78047e-05 -0.000534016 0.000528947 -0.000927846 0.00134541 0.0002089 -0.00139834 0.00114145 -0.00150993 -0.0011318 -0.000719628
internal_weight=0 21.7642 27.0754 5.58851 16.6662 4.10461 21.4869 2.59492 18.4573 7.46727 10.9901 6.22968 4.66124 3.23444 2.40295 12.5616 4.35722 2.97811 2.39061 8.20437 3.9452 4.25917 3.3768 3.36566 3.02952 10.4444 5.09805 9.82541 5.64126 3.97262
internal_count=3121 943 2178 134 716 228 2044 72 1984 469 1515 441 307 254 220 488 242 99 82 246 149 97 136 208 60 1499 227 1461 744 501
is_linear=0
shrinkage=0.00205543


Tree=295
num_leaves=31
num_cat=0
split_feature=1 0 0 12 14 52 47 50 1 48 4 16 47 51 4 43 42 42 151 4 38 48 15 10 4 403 0 0 15 15
split_gain=3.16574 1.25416 1.60025 1.22929 1.05504 0.931969 1.04455 1.13869 0.878047 0.8376 1.28757 0.80743 0.784311 0.716034 0.708319 1.11763 0.82001 0.679636 0.680722 0.731748 0.670114 0.590088 0.588334 0.562408 0.561973 0.732006 0.691208 1.11147 0.754449 0.852809
threshold=0.099195000000000019 -0.060129999999999996 -0.10011499999999998 -0.064509999999999984 0.062655000000000016 -0.43320999999999993 0.10019500000000002 0.10965000000000001 1.0000000180025095e-35 0.086260000000000017 0.0052350000000000009 -0.51370499999999997 0.078875000000000015 -0.097539999999999974 -0.51843499999999987 -0.45785999999999999 0.091625000000000012 -0.098769999999999983 -0.27559499999999998 -0.033174999999999989 0.12566000000000002 0.12879500000000002 0.14654000000000003 0.083760000000000015 -0.076229999999999978 -1.0000000180025095e-35 -0.084269999999999984 -0.083914999999999976 0.088655000000000025 0.088235000000000022
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 20 8 -5 7 17 11 12 -11 -1 -10 -3 15 -15 -16 -7 -19 -20 -2 -21 23 24 25 -4 -27 -28 29 -29
right_child=3 13 22 5 -6 6 -8 -9 9 10 -12 -13 -14 14 16 -17 -18 18 19 21 -22 -23 -24 -25 -26 26 27 28 -30 -31
leaf_value=0.00072876522905685349 0.0012346976419901901 -0.0014570822028226432 -0.0014404444429957351 -0.001453761118781041 -0.001484412771800682 -0.00063886922205624831 -0.00033827793869765059 -0.0012587959010507846 0.0010300284962660603 -0.0014575251734932524 0.00061323806832278601 -0.0011264248311028092 -0.00036173445373945123 0.00071650036648750995 0.0007148673128132729 -0.0015713852121416413 -0.00085645950597163488 -0.00098523906111437501 3.2566614806927427e-05 0.0011609001884415632 -0.0010275191462442452 -0.00027864065038652581 0.00039792698706318965 0.0015851868926878964 -0.0012899686784478572 -0.0014565446103504901 0.0020117903360542056 -0.00070380470670857213 -0.0014651496513308317 0.0016040895314743606
leaf_weight=0.62820164207368989 3.459974303841594 0.56910563353449095 1.6797783048823474 0.71441698819399313 1.1111536680255092 0.8418146939948209 4.7560014612972745 0.73152095032855946 3.1097336066886783 1.200971329584718 1.2713657775893805 2.0806673918850751 1.1374097196385262 0.78256782703101624 4.5134765221737316 1.0007288237102328 0.80489429063163687 0.4640192426741131 1.9876322532072652 6.0987110622227094 0.29205101821571577 0.64789012446999539 0.66497549042105752 0.1723499074578293 6.9405411283951208 0.79779741913080249 0.49181533418595824 0.77029618457891158 0.81573768495582033 0.57522643264383078
leaf_count=12 252 71 462 106 80 13 120 32 55 21 22 129 28 9 92 34 61 9 49 222 6 7 10 2 969 97 7 53 83 8
internal_value=0 -0.000412625 -0.000577299 0.000318739 -0.000162668 0.000147823 0.000221511 0.000468676 -6.89686e-06 0.000270985 -0.000392663 -0.000696196 0.000657306 9.07501e-05 0.000214789 -0.000567388 0.000477059 0.00059454 0.00070742 0.000797345 0.00105861 0.00102266 -0.000915836 -0.00098719 -0.00102392 -0.000664014 -0.000286072 6.58964e-05 -0.00037691 0.000282847
internal_weight=0 31.1188 23.448 19.994 10.5395 16.242 15.5276 10.7716 9.42835 6.71948 2.47234 2.70887 4.24714 7.67077 7.10167 1.7833 5.31837 10.0401 9.19825 8.73423 3.75203 6.7466 12.9085 12.2435 12.0712 5.13065 3.45087 2.65308 2.16126 1.34552
internal_count=3121 2305 2038 816 347 558 452 332 267 126 43 141 83 267 196 43 153 300 287 278 258 229 1691 1681 1679 710 248 151 144 61
is_linear=0
shrinkage=0.00143414


Tree=296
num_leaves=31
num_cat=0
split_feature=4 151 403 11 1456 52 1213 480 452 1374 475 448 133 158 1374 150 52 52 130 157 47 1 4 0 52 3 15 39 16 1
split_gain=0.442427 0.450511 0.443081 0.422322 0.453579 0.400586 0.394485 0.399681 0.333182 0.316316 0.325271 0.312841 0.331662 0.324201 0.395926 0.373386 0.314342 0.333294 0.410968 0.618709 0.362441 0.333568 0.37067 0.429906 0.513757 0.360474 0.323562 0.409378 0.310747 0.484259
threshold=0.27287000000000006 -0.27559499999999998 -1.0000000180025095e-35 0.081790000000000015 -1.0000000180025095e-35 -0.04127999999999999 -1.0000000180025095e-35 0.084710000000000021 0.085195000000000007 0.093235000000000012 1.0000000180025095e-35 -0.083859999999999976 -0.25159999999999993 0.094850000000000004 -0.094929999999999987 0.12155000000000001 -0.53299999999999992 0.15915500000000002 -1.0000000180025095e-35 -1.0000000180025095e-35 0.085270000000000026 0.10389500000000002 -0.017809999999999996 -0.14116499999999996 0.14295500000000003 0.013900000000000001 0.15614500000000003 0.11305000000000003 -0.54165499999999989 0.111945
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 5 4 8 -1 -6 9 -4 10 11 -8 -13 14 15 -14 -16 18 19 -18 -19 22 25 -24 -25 -20 27 -23 -3 -30
right_child=1 28 3 -5 6 -7 7 -9 -10 -11 -12 12 13 -15 16 -17 17 20 21 -21 -22 26 23 24 -26 -27 -28 -29 29 -31
leaf_value=-7.3720305295144234e-06 -0.002876567723242266 0.0034040132375857215 -0.0033462168545618236 -0.0025777523119871327 -0.0033162992689379899 -0.0033192562164759951 -0.0023029753274721163 -0.0033247266867437852 0.0036337478997033263 -0.0027332558279003407 -0.003187594555341343 -0.0019555952126990286 -0.0034602686742858488 -0.0024062590901829653 -0.00332850332828686 0.00041165649126533575 0.0030938174024587339 -0.0020263933421541262 0.0020766602156955349 -0.0016510364322762567 0.0016433361692411389 0.0031446037077635142 0.0015545246264351139 -0.0011032413048841434 0.0037021250048865752 1.2620064196439447e-05 -0.0004155619021419569 -0.00028891998422729851 -0.00091343508068744423 0.0019491731726989771
leaf_weight=0.66858076269272715 0.31135831726715002 0.60873011813964728 0.68654101400171796 0.78245613304898043 0.38414674036904983 0.98104278772371489 0.50602444529070822 0.37195287144277145 0.083510227501392365 0.41064003424253215 0.3041450185701241 0.66473490156933834 0.51580710872079716 0.42985120939556409 0.21448889264141335 0.57167784869670868 0.38138335198163975 0.92574573110323288 2.9617788879550311 1.3883434676099806 0.42869569652248174 2.0390984734985977 1.4191053258255366 2.6352527689303242 0.26674142479896534 1.3370466157793996 0.49336408730596293 0.46410203259438265 1.0801099591189989 1.5911743624019434
leaf_count=84 15 57 245 122 194 651 36 164 1 33 53 128 37 67 75 13 19 129 129 79 20 139 42 239 3 43 11 13 50 230
internal_value=0 0.000916459 -0.000331354 -0.0002 -0.000106434 -0.00197697 -6.40839e-06 6.14766e-05 -0.00258926 0.000130085 0.000195598 0.00025392 0.000329419 0.00042163 0.000497401 -0.00142484 0.00063718 0.000694884 0.000852704 -0.000628501 -0.000864883 0.00107836 0.000748696 6.62388e-05 -0.000661548 0.00143469 0.00202667 0.00250802 0.00127652 0.000791703
internal_weight=0 3.59137 22.3163 20.6666 19.8842 1.64962 19.1141 18.73 0.770051 18.358 17.9474 17.6432 17.1372 16.4725 16.0426 1.08748 14.9551 14.7407 13.3862 1.76973 1.35444 11.6165 8.61993 4.3211 2.90199 4.29883 2.99656 2.5032 3.28001 2.67128
internal_count=3121 352 2769 2034 1912 735 1666 1472 246 1308 1275 1222 1186 1058 991 50 941 866 717 98 149 619 456 284 242 172 163 152 337 280
is_linear=0
shrinkage=0.00329956


Tree=297
num_leaves=31
num_cat=0
split_feature=1 0 0 12 38 14 1 16 3 39 16 453 160 48 4 15 4 43 42 47 10 12 0 16 2 13 1212 4 133 4
split_gain=2.00937 1.13813 1.52933 1.07076 0.917762 0.788674 0.906799 0.74608 0.723458 0.726649 0.956463 0.747608 0.629512 0.623028 1.15346 0.595316 0.553272 0.993176 0.864635 0.549971 0.54434 0.518801 0.459258 0.80209 0.460944 0.442104 0.421084 0.418815 0.726349 0.577876
threshold=0.099195000000000019 -0.060129999999999996 -0.10011499999999998 -0.064509999999999984 0.13659500000000005 0.062655000000000016 1.0000000180025095e-35 -0.51370499999999997 0.31299000000000005 0.15619500000000003 0.064860000000000015 1.0000000180025095e-35 -0.079279999999999975 0.086260000000000017 0.0052350000000000009 0.14654000000000003 -0.51843499999999987 -0.45785999999999999 0.092620000000000022 0.078875000000000015 0.083760000000000015 0.11734000000000001 0.15398500000000004 0.22339500000000004 0.09580000000000001 -0.0069799999999999992 -0.50120999999999993 -0.082109999999999975 0.083950000000000011 -0.084369999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 4 -2 6 7 -1 9 10 11 12 25 19 -15 20 17 -3 22 -8 26 -14 23 -18 -25 -5 -4 28 -28 -30
right_child=3 16 15 8 -6 -7 13 -9 -10 -11 -12 -13 21 14 -16 -17 18 -19 -20 -21 -22 -23 -24 24 -26 -27 27 -29 29 -31
leaf_value=0.00094930934517059487 0.0015916765563449078 0.00090378055842709663 0.00085913081621137892 -0.0020169961102650441 -0.0020609710373648994 -0.0018953567365593831 0.001338372143818672 -0.0014906365067045054 0.0018940163694949185 0.0019707381868426686 -0.00098945283145290309 -0.0016359178091819174 0.00074786919700053672 -0.001848473606709385 0.00089280498164921631 0.00053212817796044281 0.00093280033470644552 -0.0020122196294079337 -0.0015908937249695264 -0.00031490372871164219 0.0020397890401817375 -0.0007447470599995583 0.0017090578157414986 0.0010126026037721918 -0.0019803457065638483 1.3150385893076996e-06 -0.0016116883870356063 -0.0016082944202789129 -0.0013089189690047936 0.0014790886197764003
leaf_weight=0.56200075987726372 2.9557710280641945 0.70136362686753273 0.29425681219436128 0.56689645256847132 0.25600975938141335 0.78602122887969095 2.6793832881376152 1.8169056759215918 0.74455403187312263 0.62404496734961945 3.0007515678880727 0.70345872500911433 6.6604197518899992 0.96228466834872994 1.1588448467664418 0.67034069076180536 2.4610857383813705 0.93120927456766345 0.61167421587742854 0.92778585338965047 0.1676535904407509 0.9060756261460482 1.2485434911213813 0.24562662537209679 0.62394417822360992 1.0796647097449721 1.3902549820486449 7.3800608026795063 0.41240762395318598 0.6655809723306445
leaf_count=12 254 9 25 22 4 80 55 129 60 25 175 17 198 21 22 10 54 41 70 28 2 27 22 16 55 34 289 1257 78 30
internal_value=0 -0.000471927 -0.000695828 0.000334985 0.00130053 -0.000125366 4.62404e-05 -0.000914216 0.00011791 2.02524e-05 -7.39774e-05 0.000203047 0.00034346 0.000445108 -0.00035082 -0.00115785 0.000180203 -0.000759488 0.000475743 0.00091314 -0.00126773 0.000569131 0.000751798 0.000392955 -0.00113493 -0.000693572 -0.0013224 -0.00138758 -0.000727648 0.000412477
internal_weight=0 26.6972 19.8738 17.4976 3.21178 8.89323 8.10721 2.37891 14.2859 13.5413 12.9173 9.91652 9.21306 5.7283 2.12113 10.9806 6.82345 1.63257 5.19087 3.60717 10.3102 7.5665 4.5792 3.33066 0.869571 1.64656 10.1426 9.8483 2.46824 1.07799
internal_count=3121 2305 2038 816 258 347 267 141 558 498 473 298 281 126 43 1691 267 50 217 83 1681 225 147 125 71 56 1679 1654 397 108
is_linear=0
shrinkage=0.00185069


Tree=298
num_leaves=31
num_cat=0
split_feature=123 1456 375 39 42 132 1 1366 33 9 42 1 1456 156 159 13 43 1 15 48 1 160 157 12 401 43 4 13 43 16
split_gain=0.432948 0.496818 0.410861 0.404358 0.418195 0.587383 0.473796 0.463991 0.426558 0.629963 0.425785 0.429127 0.407263 0.401733 0.400606 0.393921 0.589377 0.436298 0.661398 0.555264 0.501042 0.403493 0.413002 0.428731 0.343788 0.338319 0.335937 0.36353 0.403526 0.350098
threshold=1.0000000180025095e-35 0.075120000000000006 -1.0000000180025095e-35 0.16946000000000003 -1.0000000180025095e-35 0.081465000000000024 1.0000000180025095e-35 -1.0000000180025095e-35 -0.0066799999999999993 0.09055500000000001 0.092145000000000019 0.122185 -1.0000000180025095e-35 0.091255000000000017 0.11792500000000002 -0.53104499999999988 0.12266000000000001 0.094465000000000007 0.035560000000000008 0.12879500000000002 0.091095000000000023 0.10493500000000001 -0.084489999999999996 0.099815000000000015 0.08618000000000002 -0.50216499999999986 -0.083854999999999985 -0.082199999999999981 -0.0037449999999999996 -0.11676499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 4 5 -1 -7 -6 -9 10 12 25 -10 15 -15 -14 17 20 19 -19 21 22 -17 26 -4 -12 -24 28 -28 -29
right_child=2 -3 24 -5 7 6 -8 8 9 -11 11 -13 13 14 -16 16 -18 18 -20 -21 -22 -23 23 -25 -26 -27 27 29 -30 -31
leaf_value=-0.0018500221716845552 -0.0030931106354483671 -0.0029480291907938898 0.0017183019277181202 0.0030604251700675419 -0.0028682478851121554 -0.0029522479203131146 0.0019454494203674814 -0.0028078581734725275 -0.0021525182993285411 0.0031051694890013408 0.0014120529521867453 0.0011588628794351923 -0.0020588144169766259 -0.002060776938884153 0.0026457369607899421 -0.0029762846269142228 0.0030985727468758805 0.0023384801627180291 -0.0011667881885064496 -0.0005315499710408922 -0.0027774769282985896 -0.0030216912226698552 0.0020541041398346662 -0.002512196283310026 -0.0025560667836234197 -0.0019294545873244189 -0.002434979189536275 -0.0011863957099429814 0.00086013129663320897 0.0014725647013515469
leaf_weight=2.6486709849268766 0.18850849708542261 0.56827017542673175 2.0600836829398754 0.32052297284826536 0.48628581361846812 0.21764373796759162 0.73118776804767549 0.44296001293698495 0.59582096216038571 0.56841994472779234 0.29166405927389938 0.62958435306791205 0.50270182522946782 0.9823719591950073 0.18202068156097084 0.30058244796238209 0.73659952543675977 2.642413677356672 0.84455105895176519 0.73069160664454091 0.52952033019391809 0.31770298612536851 1.2619670286076283 0.36708136787638057 0.17321538855321694 2.1829765239963299 0.70136696676492249 0.52507141046226058 0.57373093324713564 2.1108594261457942
leaf_count=654 5 238 251 23 47 93 60 21 193 38 13 32 15 138 18 89 26 195 28 18 37 38 42 16 9 447 143 16 99 79
internal_value=0 -0.000257261 0.00103808 -0.000189074 -0.000236193 -0.00114528 0.000822012 -5.94785e-05 1.63159e-05 8.74854e-05 -1.33603e-05 -0.000989138 0.000204477 0.000309993 -0.00132504 0.000466753 0.000575806 0.000405409 0.00113936 0.00171677 -5.74493e-05 0.000176429 0.000350391 0.000530884 0.00138678 -0.00153562 0.000746824 0.000325005 -0.000952343 0.000942906
internal_weight=0 22.9932 2.42181 22.425 22.1044 3.5975 0.948832 18.5069 18.0207 17.5777 17.0093 3.10422 13.9051 13.3092 1.16439 12.1448 11.6421 10.9055 4.21766 3.37311 6.68788 6.15836 5.84066 5.54008 2.2333 2.47464 5.173 3.91103 1.2751 2.63593
internal_count=3121 2856 265 2618 2595 807 153 1788 1741 1720 1682 492 1190 997 156 841 826 800 241 213 559 522 484 395 260 460 379 337 242 95
is_linear=0
shrinkage=0.002914


Tree=299
num_leaves=31
num_cat=0
split_feature=31 2 123 1447 403 160 0 0 16 1 133 1212 453 133 1456 1 15 1374 11 13 13 1 4 0 3 3 12 15 51 147
split_gain=0.399715 0.402774 0.480607 0.489059 0.372472 0.393145 0.410049 0.441057 0.477869 0.403284 0.377471 0.405155 0.369526 0.360762 0.339844 0.3056 0.30431 0.29853 0.358805 0.326405 0.424306 0.410019 0.547708 0.512025 0.437158 0.413262 0.464054 0.56233 0.404788 0.400776
threshold=-1.0000000180025095e-35 0.088225000000000012 0.08592000000000001 -1.0000000180025095e-35 -1.0000000180025095e-35 0.083670000000000008 -0.10607499999999999 -0.057069999999999989 -0.056919999999999991 0.10171500000000001 -1.0000000180025095e-35 -0.47386499999999993 0.089960000000000026 0.18829500000000002 -1.0000000180025095e-35 0.084785000000000013 -0.11713499999999999 0.10637000000000001 0.089270000000000002 -0.53104499999999988 -0.43167499999999998 0.078340000000000007 -0.040589999999999994 -0.10151999999999999 0.086245000000000016 -0.11255999999999998 0.092355000000000007 0.040760000000000005 0.067785000000000012 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 4 3 -3 -2 6 16 8 9 10 11 -8 13 14 -5 -4 -6 18 19 -16 -21 23 28 -22 -24 -25 27 -27 -23 -26
right_child=1 2 15 12 5 -7 7 -9 -10 -11 -12 -13 -14 -15 17 -17 -18 -19 -20 20 21 22 24 25 29 26 -28 -29 -30 -31
leaf_value=0.0034447670190873294 -0.0028986230674112414 -0.0034256128615521241 -0.00035394177238694957 -0.0034075166771344906 -0.0015226977825438114 -0.0027792963122100283 0.002631483161603609 0.00054944935182330424 -0.0031288388780936782 -0.0034334179328002943 0.001484418195994376 -0.0033911854157631419 -0.0028848353328611532 -0.0034089457821558648 -0.0021706010937912077 0.0033994496294676504 0.0014798538234328173 -0.0026891957449205477 -0.002206773482090198 0.0033146455934515671 -0.003490526132129424 -0.0024946616528658929 0.0032221440161103523 0.0019445607251243027 0.00034774120912338841 -0.0015851923940254475 -0.0025603948801049504 0.0020836794140854827 0.00086331470755624516 0.0034699095895927572
leaf_weight=0.34334338916233065 0.82687795127276231 0.46088236090145152 0.35331079713068791 0.27490281552308715 0.47662672796286676 0.79493521529366251 0.170645539648831 1.7230175670119972 1.2993445404863448 0.42971628869418044 1.0137827029975588 0.47366433084243909 0.454311972716824 0.30534189654281441 0.46603836724534353 0.78481167077552527 1.8529098801081989 0.35034396999981332 0.54516099306056354 0.65212952386354572 0.48938599351094358 0.6957333547179585 1.4461659506196154 1.0462389758322324 2.3281199432094586 0.8663926830049723 0.86633148055989284 1.023439423064701 0.9588231616653502 0.5760049388045444
leaf_count=86 503 115 19 106 37 104 15 110 316 24 108 148 27 138 12 111 67 18 73 32 76 72 124 34 84 150 263 70 41 38
internal_value=0 -0.00019697 0.000141063 -3.14974e-05 -0.00075444 -0.000539132 -0.00029977 -0.000830986 -0.0015332 -0.00054016 0.000209665 -0.00179608 8.57229e-05 0.000190417 0.000277744 0.00223427 0.000865527 0.00036004 0.000449362 0.000576216 0.000693136 0.000527104 0.00109248 -0.000263939 0.00171667 0.000151337 -0.00052937 0.000401687 -0.000548699 0.000966993
internal_weight=0 24.0054 14.9439 13.8057 9.06152 8.23464 7.43971 5.11017 3.38715 2.08781 1.65809 0.64431 13.3449 12.8906 12.5852 1.13812 2.32954 12.3103 11.96 11.4148 10.9488 10.2966 6.00485 4.29179 4.35029 3.8024 2.75616 1.88983 1.65456 2.90412
internal_count=3121 3035 1603 1473 1432 929 825 721 611 295 271 163 1358 1331 1193 130 104 1087 1069 996 984 952 359 593 246 517 483 220 113 122
is_linear=0
shrinkage=0.0033513


Tree=300
num_leaves=31
num_cat=0
split_feature=15 2 401 14 124 38 3 483 1365 155 158 3 1213 4 13 39 13 43 4 150 16 48 12 2 1 48 1429 2 151 4
split_gain=0.376691 0.374593 0.365169 0.361492 0.390996 0.835429 0.517665 0.463237 0.366382 0.382153 0.316292 0.361561 0.363346 0.305479 0.369185 0.295431 0.48534 0.455761 0.326421 0.567316 0.469737 0.483933 0.475963 0.39007 0.546892 0.463851 0.315925 0.346583 0.421622 0.343129
threshold=-0.49307999999999996 0.17025000000000004 0.10328000000000002 0.076175000000000007 -0.043384999999999993 0.095410000000000009 0.30112000000000005 0.088070000000000009 1.0000000180025095e-35 0.088610000000000008 0.09031500000000002 -0.10519499999999998 -1.0000000180025095e-35 -0.51843499999999987 -0.47860499999999995 0.16946000000000003 0.18141000000000002 -0.17390999999999998 0.0061450000000000003 0.087380000000000013 -0.083134999999999987 0.085845000000000019 0.090695000000000012 0.11215000000000001 0.11230000000000001 0.092475000000000016 0.084545000000000009 0.10527500000000002 0.15288500000000002 -0.39518999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 -2 7 8 9 10 11 -6 -13 -14 -15 16 17 -16 19 20 21 22 -19 25 -25 -20 27 28 -22 -29
right_child=1 -3 -4 -5 6 -7 -8 -9 -10 -11 -12 12 13 14 15 -17 -18 18 23 -21 26 -23 -24 24 -26 -27 -28 29 -30 -31
leaf_value=0.0033681646640733422 0.0022360046395795961 0.0030308393210343935 -0.0032858171387369008 -0.0025203816630830719 0.00089804670480016799 -0.0035197030605207558 0.0033536634607725614 -0.0029821463779412145 -0.0034167307406059145 -0.003362943979928824 -0.0021792971999378919 -0.003325419133744022 -0.0036057872616247011 0.002403913105270921 0.0031227618578152441 0.0034843781533978684 -0.0034640716359311788 0.0020125421275312767 0.00022400841683282803 -0.0033522460046793673 -0.0030796258581429017 -0.0034292642422337782 -0.0034204047594726919 -0.0031472648254050766 0.0011602185937653125 0.0029768558230316424 0.0018354432859481044 0.0028350335417472753 0.0034786597845016982 -0.0016977404259101595
leaf_weight=0.33069443318527447 1.66911866777811 0.38903745700372283 0.42297152749961142 0.70129860792076115 3.8250616745208665 0.33037663885625068 0.42626244435086746 0.69460963184246693 0.38647633697837491 0.39894937281496723 0.75809440077864465 0.40919818711703193 0.27505008433948042 0.62043001269924225 0.44828529073858625 0.23154540080577213 0.50326115562347773 1.5924183468742037 2.7851614991959655 0.83160717179998744 1.4701965194543332 0.25852147821569804 0.19830732949776564 0.72058784245746188 0.58325158338993788 0.8811704164254478 0.30914968310389657 0.30414745211601257 0.11563480261247594 0.45716160885058332
leaf_count=85 186 60 150 88 207 25 65 220 40 173 173 306 15 12 19 9 25 162 155 109 510 38 51 54 42 30 54 6 3 49
internal_value=0 -0.000186607 -0.000241972 -0.00018394 -0.000107672 0.00128499 -0.000250586 -0.0003312 -0.000230927 -0.000162438 -8.98005e-05 4.37443e-06 -0.000258675 -0.000158968 -8.19585e-05 -0.000213888 -0.000288618 -0.000142749 -0.000282069 -0.000834297 -0.000389301 0.000800284 0.00141089 0.000333155 -0.00122038 0.000885631 -0.00130703 -0.00172093 -0.00260141 0.000113129
internal_weight=0 22.9973 22.6083 22.1853 21.484 1.9995 19.4845 19.0583 18.3637 17.9772 17.5782 16.8201 12.9951 12.5859 12.3108 11.6904 11.4589 10.9556 10.5073 5.53714 4.70554 2.04925 1.79073 4.97017 1.30384 3.66633 2.65629 2.34714 1.58583 0.761309
internal_count=3121 3036 2976 2826 2738 211 2527 2462 2242 2202 2029 1856 1649 1343 1328 1316 1307 1282 1263 982 873 251 213 281 96 185 622 568 513 55
is_linear=0
shrinkage=0.00330698


Tree=301
num_leaves=31
num_cat=0
split_feature=156 15 401 2 147 1348 14 124 38 3 483 158 150 33 32 155 42 3 133 1213 456 1374 4 151 3 43 43 52 15 12
split_gain=0.350655 0.384916 0.344656 0.313036 0.343896 0.45691 0.397403 0.383377 0.78223 0.444457 0.365629 0.294433 0.312574 0.286652 0.358961 0.281122 0.280111 0.392611 0.325742 0.313339 0.313767 0.297227 0.306458 0.287447 0.376668 0.447439 0.494826 0.315292 0.494481 0.382225
threshold=-1.0000000180025095e-35 -0.47006499999999996 0.10711000000000001 0.17025000000000004 -1.0000000180025095e-35 0.084895000000000012 0.078320000000000015 -0.043384999999999993 0.095410000000000009 0.30112000000000005 0.088070000000000009 0.09031500000000002 -0.082924999999999985 -0.0066799999999999993 -1.0000000180025095e-35 0.088610000000000008 -0.11051499999999999 -0.10519499999999998 0.024320000000000005 -1.0000000180025095e-35 0.090775000000000008 0.093750000000000014 -0.51843499999999987 0.056735000000000001 -0.078934999999999991 -0.074359999999999996 -0.0037449999999999996 0.091820000000000013 0.088235000000000022 0.084100000000000022
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 -3 6 7 8 -6 10 11 13 -13 -9 -15 16 -16 18 -18 -19 21 22 -21 24 27 -26 -27 28 29 -24
right_child=1 2 -4 -5 5 -7 -8 9 -10 -11 -12 12 -14 14 15 -17 17 19 -20 20 -22 -23 23 -25 25 26 -28 -29 -30 -31
leaf_value=-0.0036760265625209974 0.0033130389651817808 -0.0038385257260080108 -0.0036785178587063067 0.0032935822300294744 0.0025924738170047413 0.0030709972532248749 -0.003160397890658397 -0.0032339412460930723 -0.0038654970573502104 0.0037007248966061945 -0.0031739065359836544 0.0040260735297346171 -0.003483719757496223 0.0049137989097917476 -0.0021134779063877768 -0.0037200948980979204 0.0018102227821805586 -0.0036703362954634473 -0.0013005392483032225 -0.0039582737806381739 -0.0037073664861116923 -0.00317667183246413 0.0017369381476585095 -0.0015689720195067834 0.0029953529712884448 -0.0032767423423765178 0.00076513542895556769 -0.003707401056736624 0.0024724976637969121 -0.0027119267253104162
leaf_weight=0.36886068776948633 0.43597709637834015 0.33210274786690064 0.36385286133736272 0.35798742849146847 1.4948189340648514 0.5918866278952909 0.58166962210088868 0.39060928556140062 0.30056212289491657 0.36979679542127897 0.58932293832185578 0.084142059087753296 0.61029480909928757 0.1907798498869252 0.83616248567706719 0.28521706812898706 2.4393936089473072 0.34690510362272498 0.55046998267061997 0.24391031113920725 0.3198123932816096 0.38679590576794076 0.35443456290524211 1.1045922398334358 1.0932256739470174 0.44082508824067179 4.8533621324457208 0.42116290019475844 0.61796350774238806 0.94365367767750286
leaf_count=163 106 20 138 58 171 52 74 20 25 60 187 1 171 1 111 137 116 289 42 12 39 28 88 59 86 79 273 126 105 284
internal_value=0 -8.4801e-05 -0.000153716 -9.30253e-05 -0.000151385 -9.1483e-05 -0.000185782 -9.59845e-05 0.00151135 -0.000261143 -0.000346805 -0.000245915 -0.00257379 -0.000143725 -6.54901e-05 -0.000127831 -5.93101e-05 6.23644e-05 0.00123749 -0.000253407 -0.000143446 -3.44793e-05 8.6177e-05 0.000186539 0.000408798 0.000867895 0.000428585 -0.000845877 -0.000216892 -0.00149719
internal_weight=0 21.9317 21.4957 21.1319 20.7739 20.4418 19.8499 19.2682 1.79538 17.4728 17.103 16.5137 0.694437 15.8193 15.4287 15.2379 14.9527 14.1165 2.98986 11.1266 10.7797 10.4599 10.0731 9.82922 8.72463 6.38741 5.29419 2.33721 1.91605 1.29809
internal_count=3121 2958 2852 2714 2656 2636 2584 2510 196 2314 2254 2067 172 1895 1875 1874 1737 1626 158 1468 1179 1140 1112 1100 1041 438 352 603 477 372
is_linear=0
shrinkage=0.00365268


Tree=302
num_leaves=31
num_cat=0
split_feature=1 52 47 12 42 484 50 51 133 2 376 4 43 48 48 14 12 1375 12 403 15 474 3 150 16 1 0 15 160 43
split_gain=1.15791 0.819506 0.732492 0.708362 0.684022 0.675488 0.619795 0.60008 0.608209 0.602163 0.587762 0.578586 0.592885 0.676442 0.58757 0.718532 0.542461 0.702185 0.535069 0.527963 0.608369 0.496969 0.437394 0.428767 0.572093 0.53609 0.485222 0.452992 0.424553 0.415206
threshold=0.10089500000000001 0.19022000000000003 0.087885000000000019 -0.040564999999999997 -1.0000000180025095e-35 -0.0068949999999999992 0.10965000000000001 -0.10748999999999999 0.18829500000000002 0.088475000000000012 0.088235000000000008 -0.42529999999999996 -0.25681499999999996 0.12879500000000002 -0.086869999999999989 -0.46885499999999997 0.084100000000000022 -1.0000000180025095e-35 0.10806000000000002 0.03138500000000001 0.088345000000000021 0.085630000000000012 0.10299500000000002 -1.0000000180025095e-35 -0.061854999999999993 0.10781 -0.10836499999999999 -0.055554999999999993 -0.24498999999999996 -0.15323999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 -2 10 22 11 -7 9 16 19 -5 -13 14 -14 -16 17 -9 29 -1 21 -21 -6 -4 25 -25 -27 -26 -17 -11
right_child=2 -3 23 6 5 7 -8 8 -10 18 -12 12 13 -15 15 28 -18 -19 -20 20 -22 -23 -24 24 27 26 -28 -29 -30 -31
leaf_value=-0.0018827352211185126 0.001803360741633008 -0.0017724919083996012 -0.0017670713702644192 -0.0020175946969052186 -0.0019882045203200335 -0.0020051384635920498 -0.0017506159224329862 -0.0020850395251948897 -0.002040706110424893 0.0017730188608956216 0.0016792153831450352 -0.001814552323409574 -0.00079457850672767403 -0.00066318794621951179 -0.00083128657827569034 -0.0007247236312464641 -0.0011470848797124431 0.00042533192427436558 -0.001261508689351581 -0.0018426779864707853 0.0010809751103923839 0.0016813459431566952 0.0014616661452839031 -0.0012163000128969669 -0.0017824691761895413 0.0001930295971270593 0.002078180746819409 2.9888405188022968e-05 0.0017077769294080922 0.00037751012297497055
leaf_weight=2.2044021625770283 1.5321701043285418 1.666473040357231 0.6787107903510331 0.33476550132036109 1.1078659001505098 0.58941935584881022 0.50417734822258342 0.49640700104646418 0.53647999477107156 0.91544507537037034 0.28258040221407998 0.36346008069813152 0.5966310752555718 1.0753611242398617 0.55389132653362949 0.29523128224536677 2.3144491377752274 3.0300463798921458 0.6913267165655278 0.98608244827482827 0.63778058625757683 0.18136298004537821 0.1611455907113849 0.57146174833178554 1.0557097182609141 1.3766705607995395 0.84253678587265279 1.0560084709431967 3.9423055362422055 7.5246723255841035
leaf_count=557 223 280 20 62 324 87 26 27 143 16 6 6 16 21 11 13 303 128 39 117 32 6 4 19 70 31 32 27 203 272
internal_value=0 -0.000450381 0.000249576 0.000588871 -0.000348658 -0.000175807 0.000346131 -6.74708e-05 6.17109e-06 7.95135e-05 -0.00104805 0.000493741 0.000616888 0.000753616 0.00103639 0.00126438 -0.000411088 7.19554e-05 0.000393325 -0.00124026 -0.000455718 -0.00129522 -0.00155012 -0.000309603 -0.000107824 0.000473583 0.00090874 -0.000876162 0.0015383 0.000528872
internal_weight=0 23.3259 14.7791 9.19799 21.6595 17.3673 7.66582 16.0982 15.5088 14.9723 4.29221 7.16165 6.82688 6.46342 5.38806 4.79143 5.8409 3.52645 9.13144 4.00963 1.80523 1.16745 1.26901 5.5811 4.90239 2.79067 2.21921 2.11172 4.23754 8.44012
internal_count=3121 2341 780 581 2061 1343 358 1015 928 785 718 332 270 264 243 227 458 155 327 712 155 123 328 199 179 82 63 97 216 288
is_linear=0
shrinkage=0.00195653


Tree=303
num_leaves=31
num_cat=0
split_feature=160 133 1 128 47 403 1425 1 15 51 11 1375 484 0 47 47 0 51 448 393 14 1375 51 51 1213 13 43 4 150 150
split_gain=0.344836 0.446895 0.381501 0.414879 0.388446 0.373433 0.327229 0.333579 0.682823 0.442314 0.35423 0.405049 0.351051 0.450424 0.317193 0.426983 0.304556 0.295182 0.293941 0.288274 0.300173 0.261187 0.265104 0.287696 0.395682 0.345835 0.397309 0.450892 0.437088 0.384579
threshold=-0.40698999999999991 -0.25159999999999993 0.11588000000000001 0.086950000000000013 0.10813000000000002 0.092070000000000013 1.0000000180025095e-35 0.094385000000000011 0.035560000000000008 0.08955500000000001 0.088215000000000002 -0.43996499999999994 -0.0068949999999999992 -0.23051499999999997 0.09550500000000002 0.077555000000000013 -0.23001499999999997 -0.40274499999999996 -0.072364999999999985 0.091220000000000009 0.076975000000000002 -0.088929999999999981 -0.10748999999999999 -0.090529999999999985 -1.0000000180025095e-35 -0.53104499999999988 0.13895500000000002 -1.0000000180025095e-35 0.090735000000000024 0.088985000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 -2 3 4 6 -1 7 9 10 12 11 -9 -3 -14 15 19 -4 -18 -13 20 21 -15 -23 -24 -25 -26 27 29 -29 -27
right_child=1 2 16 -5 -6 -7 -8 8 -10 -11 -12 18 13 14 -16 -17 17 -19 -20 -21 -22 22 23 24 25 26 -28 28 -30 -31
leaf_value=-0.0030097304458821914 -0.0024239783711071643 -0.003206019318184494 -0.0022843918979205953 -0.0032500257417425161 -0.0023616864037564415 0.0025088839779121275 -0.0036327334039207067 -0.0021755338067047181 -0.0020135893775618651 -0.0026607675405810167 -0.0018658541494530605 -0.0012652517590231256 0.0034572377811076592 -0.0032773683877463208 0.0023749302220371252 -0.0033601575753646716 -0.0010844961172481104 0.0015711905678757125 0.0023022145200199424 -0.003311654399111825 -0.00325701824101776 -0.0032421393642434967 0.0029710288344803261 -0.0032107422876320817 -0.0035223788653092449 0.0010834848061909584 0.0028917135991313541 -0.0021399252748656216 0.0018109551710823988 -0.0028071920793118271
leaf_weight=0.73791716099367732 0.77454480819870042 0.34566493926104236 0.2751317624934021 0.43273728754138652 0.72689055919181633 0.15054925228469074 0.24501808546483594 0.2555823450675242 0.72092202413477924 0.70620864583179432 0.31254458607872937 0.25677972007542971 0.38418387901038187 0.21777822711737638 0.50994953580084335 0.41929563728626895 0.49561963998712677 3.073920747148803 2.8450505416258238 0.26836057740729291 0.26982188108377148 0.21285034844185968 0.4102469583740439 0.32684942247578685 0.22252901643514711 3.786746843601577 0.65036656445590768 1.1963557212438836 0.37506374355871219 0.27810310170752917
leaf_count=231 175 301 9 132 74 9 64 4 78 138 34 10 8 41 35 36 29 358 267 74 34 79 25 301 3 376 21 113 15 47
internal_value=0 -4.35054e-05 4.76781e-05 -0.000164854 -8.11145e-05 -0.00207461 2.78298e-05 8.77382e-05 0.000827669 -0.000219335 0.0013858 0.0016885 -4.47214e-05 6.99609e-05 -7.23502e-05 -0.000216888 0.000952931 0.00120246 0.00200689 -5.64557e-05 5.34724e-05 0.000169827 0.000270472 0.000373651 0.000217776 0.000389934 0.000528419 0.00025572 -0.00119694 0.000817298
internal_weight=0 20.9951 20.2206 16.3759 15.9432 0.888466 15.2163 14.9713 4.39088 10.5804 3.66996 3.35741 9.87417 9.5285 9.14432 8.63437 3.84467 3.56954 3.10183 8.21507 7.94671 7.67689 7.45911 7.24626 6.83601 6.50916 6.28664 5.63627 1.57142 4.06485
internal_count=3121 2881 2706 2310 2178 240 2104 2040 393 1647 315 281 1509 1208 1200 1165 396 387 277 1129 1055 1021 980 901 876 575 572 551 128 423
is_linear=0
shrinkage=0.00319335


Tree=304
num_leaves=31
num_cat=0
split_feature=156 15 474 51 1348 11 52 52 47 52 13 403 403 133 123 159 394 50 42 1 13 4 4 2 1212 484 52 151 133 4
split_gain=0.322681 0.347635 0.424107 0.513306 0.346738 0.382482 0.342317 0.496898 0.383719 0.384723 0.364606 0.429189 0.421535 0.394718 0.350833 0.402538 0.375079 0.326415 0.342237 0.304502 0.283552 0.260653 0.335949 0.423694 0.311881 0.247238 0.319125 0.355306 0.23872 0.288519
threshold=-1.0000000180025095e-35 -0.24436499999999997 -1.0000000180025095e-35 0.11144500000000002 0.090205000000000021 0.087830000000000005 0.19022000000000003 0.13796000000000003 0.13148500000000005 0.11434500000000002 -0.090639999999999984 0.10301500000000001 -0.088999999999999982 -0.25159999999999993 1.0000000180025095e-35 0.093660000000000007 -0.079949999999999979 0.088425000000000017 0.09832500000000001 0.11634000000000001 -0.084154999999999994 0.24564500000000003 0.19806500000000002 0.089885000000000007 -0.50120999999999993 0.084040000000000017 -0.088614999999999985 0.099460000000000007 -0.088669999999999985 -0.0016099999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 5 6 7 8 9 10 13 12 -12 -3 15 17 -16 18 19 20 -14 22 23 24 -15 26 27 -22 -28 -30
right_child=1 4 3 -5 -6 -7 -8 -9 -10 -11 11 -13 14 21 16 -17 -18 -19 -20 -21 25 -23 -24 -25 -26 -27 28 -29 29 -31
leaf_value=-0.0030999727175250007 -0.0036504142136108168 -0.0031590227613580964 0.0027458543517375005 -0.0015816821297816887 0.0026651358786154216 -0.0026585534753500208 -0.0016159296987169371 0.0024640337664869013 -0.002230681058375295 -0.0033037576663622367 -0.0031078941252273224 -0.003189940179296879 -0.003105253033290201 0.0031903634318810872 -0.002456994628453453 -0.0026918478690012644 0.0030251703944129235 -0.0030157279897713093 0.002067046626375098 -0.0023965533849139064 -0.0028104457777298158 0.0029844863894411379 -0.0028886109077841302 0.001907281302253106 -0.0021368486598088957 0.0016757856448131601 -0.0025786066465004194 0.0015446700812088311 0.0012238082521293988 -0.00024747791059605626
leaf_weight=0.33850408022408629 0.15008126432076085 0.21116993500618297 1.1676653486210877 0.33480635657906521 0.39668570866342534 0.60359202913241361 1.4216570830030821 0.71936025464674536 0.80205613060388792 0.33591127549880262 0.42834991801646971 0.44784882850945074 0.25563397380756825 0.13138289953349302 0.14573858072981238 0.55721410509431812 0.6333306781016298 0.32720932163647454 0.77966207559802647 0.50120843539480109 0.690599221532472 0.61923511594068248 0.21944372658617783 1.689179658598732 0.50662285558065601 0.93422107392689202 0.26628063461976026 0.23950848216190934 2.2979097040079108 2.8156747734173782
leaf_count=163 3 31 224 18 37 82 303 38 40 54 328 125 159 6 9 173 101 167 59 33 148 40 5 104 132 77 96 10 226 130
internal_value=0 -6.7167e-05 0.0012882 0.00178152 -0.000185197 -0.000246052 -0.000165048 -4.04518e-05 -0.000154224 -4.34412e-05 3.10737e-05 -0.00023398 -0.000112221 0.000919577 1.06409e-05 -0.000149684 0.00199964 5.84298e-06 0.000118441 -7.14415e-05 8.39441e-05 0.00119163 0.00075568 0.00109932 -0.00103983 0.000196485 -2.25325e-05 -0.00168898 0.000265574 0.000413679
internal_weight=0 20.6292 1.65255 1.50247 18.9767 18.58 17.9764 16.5548 15.8354 15.0333 14.6974 11.3204 10.8725 3.37703 10.4442 9.66512 0.779069 9.10791 8.7807 8.00104 7.49983 3.16586 2.54663 2.32719 0.638006 7.24419 6.30997 0.930108 5.37987 5.11358
internal_count=3121 2958 245 242 2713 2676 2594 2291 2253 2213 2159 1841 1716 318 1388 1278 110 1105 938 879 846 287 247 242 138 687 610 158 452 356
is_linear=0
shrinkage=0.0030811


Tree=305
num_leaves=31
num_cat=0
split_feature=1 12 40 52 403 52 147 484 1213 13 3 132 151 151 16 0 3 12 16 157 3 2 133 0 13 48 52 12 3 1444
split_gain=1.76885 1.00393 1.00844 0.912887 0.900073 0.998237 0.786258 0.762031 0.750052 0.708731 0.70345 0.647594 0.541259 0.596908 0.647276 1.09103 0.609329 0.659159 0.777678 0.514981 0.521184 0.766921 0.715628 0.853896 0.534013 0.496256 0.481575 0.75435 0.452961 0.44834
threshold=0.10089500000000001 -0.064509999999999984 0.57330500000000006 0.19022000000000003 -1.0000000180025095e-35 -0.12005499999999998 0.089025000000000007 -0.0068949999999999992 -1.0000000180025095e-35 -0.10664 0.31299000000000005 -1.0000000180025095e-35 -0.24462999999999999 -0.092724999999999988 -0.072804999999999981 -0.08824499999999999 0.11924500000000002 0.051320000000000005 0.052820000000000013 -0.084489999999999996 -0.11255999999999998 0.11411 0.076280000000000014 -0.23091999999999999 -0.14819499999999997 0.091545000000000015 -0.046924999999999988 0.10345000000000001 0.10299500000000002 -0.083144999999999983
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 4 9 25 10 28 -9 -1 12 -10 -3 -14 15 -15 17 18 -16 -13 -21 22 23 -22 -25 -6 27 -19 -7 -5
right_child=1 6 -4 29 5 7 -8 8 11 -11 -12 19 13 14 16 -17 -18 26 -20 20 21 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=0.00054159279582114859 0.001280155659046078 -0.0016633130835365813 -0.00190486378564624 0.001132126659596407 -0.0015551059084341387 -0.0015936018082765239 0.0010647010052319201 -0.0015751015485406437 -0.0016805610144715957 -0.0013892542737353702 0.0015937024749318183 -0.0011308179828403667 0.0015243148093918332 -0.00014729406411017907 0.0016175339498434439 0.0015940196083209252 -0.0013715468275872593 -0.0013648696516066505 -0.00044065059007735932 0.00073103983646586115 0.0012537726162505484 -0.0016175508748409381 0.00068016863587383599 0.00078775653112626528 -0.00046239785677302755 3.8814115875643985e-05 -0.0016586075438341074 0.00071719670740928298 0.0010938375786944926 -0.0016129278850360602
leaf_weight=0.55660375673323903 2.9596022318583013 0.5609919121488901 0.26536261662840832 0.15774576179683242 1.8495738565689017 1.15348262805493 1.6596895013935853 0.71989303361626156 0.51155597018079646 2.8514917183201822 0.58614419423975128 0.78619455336594768 0.53573204483836434 3.924097896553576 0.82948746532202278 1.136818308150392 1.5230813352391122 0.7903435288462759 0.98232532804831862 3.2135538039729203 0.96575536113234051 0.6591328647919007 3.8099960491526881 0.95547209493817664 6.7528286415616767 0.64551812969148148 0.89401321928017141 0.92545232805423439 0.17724883137270797 1.9176798297557969
leaf_count=22 249 15 3 10 281 251 62 173 68 675 52 67 11 79 19 60 27 94 26 64 12 16 128 12 248 40 51 32 4 270
internal_value=0 0.000228997 0.00101808 -0.000405912 -0.000324999 -0.000210028 5.16392e-05 -9.19275e-05 -9.09584e-06 -0.00107391 -8.08721e-05 5.47608e-05 -0.000161976 -8.89998e-05 -0.000167533 0.000243852 -0.000517758 -0.00022366 0.000501631 0.000106544 0.000166018 2.78686e-05 0.000114743 -0.000133614 -0.000307437 -0.00114273 -0.00072718 -0.000241861 -0.00123564 -0.00140429
internal_weight=0 17.5731 3.22496 27.6837 25.6083 22.2002 14.3482 19.7051 18.3744 3.4081 12.6885 17.6545 12.1023 11.5414 11.0056 5.06092 5.9447 4.42162 1.81181 17.1429 16.3567 13.1432 12.4841 8.67406 7.7083 2.49509 2.60981 1.7158 1.33073 2.07543
internal_count=3121 780 252 2341 2061 1364 528 1043 788 697 466 615 414 399 388 139 249 222 45 547 480 416 400 272 260 321 177 126 255 280
is_linear=0
shrinkage=0.00156517


Tree=306
num_leaves=31
num_cat=0
split_feature=31 1 159 2 14 42 3 42 42 123 3 4 457 133 43 12 124 453 16 0 376 403 15 151 2 2 9 1212 0 13
split_gain=0.317577 0.301759 0.337585 0.314886 0.301172 0.310184 0.298658 0.293867 0.301407 0.333337 0.326833 0.288599 0.278769 0.269591 0.280437 0.351317 0.292908 0.291241 0.458732 0.317805 0.258437 0.311542 0.388249 0.254177 0.242472 0.59398 0.329875 0.344908 0.341834 0.234171
threshold=-1.0000000180025095e-35 0.10060500000000001 -0.032739999999999991 0.14753000000000002 0.062655000000000016 -1.0000000180025095e-35 -0.11255999999999998 0.092145000000000019 0.091295000000000015 1.0000000180025095e-35 0.090900000000000009 -0.083854999999999985 0.082380000000000009 -0.25159999999999993 -0.40263499999999991 -1.0000000180025095e-35 -0.53285499999999997 1.0000000180025095e-35 -0.072804999999999981 -0.08824499999999999 0.088235000000000008 0.03138500000000001 0.088345000000000021 -0.083559999999999982 0.092365000000000017 0.089775000000000008 0.091600000000000015 -0.50120999999999993 -0.24955499999999997 -0.42195999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 13 5 20 -7 8 9 10 11 -8 29 -3 -15 16 -16 18 19 -17 21 -4 -23 -20 25 26 27 -13 -29 -12
right_child=1 3 4 -5 -6 6 7 -9 -10 -11 12 24 -14 14 15 17 -18 -19 23 -21 -22 22 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=0.0032603271115682446 -0.0029324369664061023 -0.0029321064145005054 -0.0030858437597735297 0.0025541794724003967 -0.0032249543577174485 0.0010692624473958307 0.0011875370489625116 -0.0020536779602506514 0.0023343096609622711 0.0032324066533831876 0.0010259814126078797 0.0023856513992078139 0.0020233938651448712 -0.0028102822167758211 -0.0035376128154578942 0.00061989420662630348 0.0023894094613853066 -0.0025950457630186997 0.0021355204385944326 0.0033198087640978055 0.0026694616268701891 -0.0022035160509847516 0.0020447551195320944 -0.00098781087731486094 -0.0033496702755115588 0.001830934586002121 0.0014263016171089488 0.0035029396767051234 -0.0030862761953046919 -0.001554637400011541
leaf_weight=0.27730902592884632 0.54125716761336917 0.27826143137644965 0.89721622198703765 0.58801749907433976 0.36057998408796343 1.956882906728423 0.51116555731277857 0.87771735328715283 0.47835242305882264 0.26059179287403811 0.67946950672194373 0.14459097094368178 0.79795014264527697 0.28902782732620824 0.091129563748836406 1.961761409766041 1.1169772707507943 0.39045859861653287 0.29508931702002916 0.56814452644903113 0.14362575160339464 0.52213447366375476 0.3724438572244253 2.4435118452238376 0.52941768275923085 0.58499481307808299 0.27552652731537808 0.083960041403770336 1.5175893861451162 0.74482617410831164
leaf_count=86 334 21 537 110 80 91 42 322 39 23 14 15 27 14 1 108 152 22 12 48 6 119 31 225 76 58 9 1 454 44
internal_value=0 -0.000164655 -0.00047789 0.000314831 -0.000364717 -0.000274077 -3.64644e-05 -0.000325502 -9.59694e-05 -0.000285613 -0.000441805 -0.00102733 0.000519185 0.000137711 0.000257079 0.000386181 0.00194232 5.39674e-05 0.000250291 0.00122622 -0.0014334 -0.00176228 -0.000434814 -0.000651266 -0.00138834 -0.000989994 -0.00180626 -0.00231634 -0.00274084 -0.000323536
internal_weight=0 20.3027 12.2803 8.02238 11.739 11.3785 9.44304 7.48615 6.60844 6.13008 5.86949 3.64724 2.22225 7.43436 7.1561 6.86707 1.20811 5.65897 5.26851 2.52991 1.93542 1.79179 0.894578 2.7386 3.13608 2.60666 2.02167 1.74614 1.60155 1.4243
internal_count=3121 3035 2322 713 1988 1908 1215 1124 802 763 740 655 85 603 582 568 153 415 393 156 693 687 150 237 613 537 479 470 455 58
is_linear=0
shrinkage=0.00317885


Tree=307
num_leaves=31
num_cat=0
split_feature=4 151 403 475 11 52 1213 52 124 158 52 133 13 132 133 42 52 1 0 0 52 52 148 4 130 3 49 14 47 151
split_gain=1.01422 0.817177 0.808435 0.725361 0.718932 0.847103 0.821912 0.719935 0.678144 0.603544 0.651926 0.66315 0.654044 0.583198 0.678823 0.920079 0.671109 0.748854 0.638036 0.746865 0.596656 0.570492 0.567279 0.522906 0.496741 0.486891 0.442439 0.420619 0.494428 0.400055
threshold=0.27044500000000005 -0.27559499999999998 -1.0000000180025095e-35 -0.086424999999999988 0.081790000000000015 0.19022000000000003 -1.0000000180025095e-35 0.13796000000000003 -0.043384999999999993 0.094245000000000009 -0.43320999999999993 -0.25159999999999993 -0.091904999999999987 0.081465000000000024 0.084415000000000018 0.083995000000000014 0.083680000000000018 0.13021500000000003 -0.10011499999999998 -0.019414999999999998 -0.0064899999999999992 0.10160000000000001 1.0000000180025095e-35 0.09173000000000002 0.15486500000000003 0.14121000000000003 -0.080089999999999981 -0.46885499999999997 0.10954500000000002 -0.086379999999999985
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 -1 5 6 -4 8 23 10 -10 -12 21 14 15 18 17 26 20 -20 -14 -13 -7 -8 -16 29 -17 -3 -29 -5
right_child=1 27 4 25 -6 22 7 -9 9 -11 11 12 13 -15 24 16 -18 -19 19 -21 -22 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=0.0015687335176751403 -0.0014610841206985769 -0.00023617636729637696 -0.0016052327463352679 0.0010803725868001024 -0.001345072520239502 -0.0011474974097730412 0.0011932143578215878 0.0013491307231267313 -0.0012058241046920923 -0.0013293272827903857 -0.0016242651646876621 0.00098748614274776986 -0.00041173855351892664 0.0010526891467667575 -0.0013390643330127812 0.00083774219829121661 0.0019244716596334183 0.0018907308639908972 -0.001425943261796486 0.00029666170265057193 0.00060354998425927358 -0.0006408437015754737 0.0017081932543314676 -0.00087109352751409044 0.0013498210312159775 0.0017143260620638612 -0.0016026434051499422 0.0012341825563764281 -0.00026897580968228619 -0.0015843474029568854
leaf_weight=0.25020616594702039 0.47009132243692864 0.90582256601192046 0.77262146794238518 0.15187592059373978 1.1944746605586249 2.4393797760130833 1.8248975159367753 1.0526614477857936 1.12057702743916 0.94669126090593536 0.58339722990060394 3.0336381457746273 3.1217563697136939 1.1016120145795856 1.6314117230940599 0.29204648965969693 0.95070612197741855 0.41399058979004622 1.9085936918854913 0.95702459244046312 2.7634978624992268 0.6641957564279436 0.1898786462843417 0.37453752243891347 0.19476579874753941 0.13185816258192051 0.52880949899554175 3.1514965269016098 0.67240563826635469 2.3565510214539267
leaf_count=6 15 44 191 9 122 302 123 24 203 127 105 102 75 65 246 11 11 13 134 40 42 8 3 11 2 2 68 281 25 711
internal_value=0 0.000539997 -0.000219571 -0.00102092 -0.000137026 -8.33174e-05 9.75224e-06 6.29285e-05 2.51777e-06 -8.8796e-05 -2.78389e-05 4.49079e-05 0.000100356 -5.82482e-05 -0.000154139 -4.16532e-06 0.000919455 0.000145695 -0.000234842 -0.000850648 6.50034e-05 0.00069501 -0.000941266 0.000841687 -0.00105229 -0.00126633 -0.000734396 0.000738886 0.000969863 -0.00142301
internal_weight=0 5.19982 30.9517 2.89049 28.0612 26.8667 24.2374 23.4648 22.4121 20.2127 19.266 18.1454 17.562 13.8642 12.7626 10.9364 2.18555 1.23485 8.75087 2.86562 5.88525 3.69783 2.62926 2.19944 1.82618 2.64029 0.820856 4.72972 3.8239 2.50843
internal_count=3121 365 2756 728 2028 1906 1601 1410 1386 1252 1125 922 817 707 642 394 103 92 291 174 117 110 305 134 248 722 79 350 306 720
is_linear=0
shrinkage=0.00159138


Tree=308
num_leaves=31
num_cat=0
split_feature=156 1 0 3 15 0 3 4 132 394 2 457 1373 151 13 15 133 160 12 1 11 0 403 1365 1 1374 122 48 51 0
split_gain=0.297428 0.3155 0.41702 0.355982 0.408059 0.33991 0.328015 0.320209 0.315438 0.313131 0.307393 0.338218 0.412274 0.306112 0.269559 0.516163 0.349034 0.338348 0.338225 0.313326 0.307444 0.247362 0.258796 0.22668 0.253182 0.378445 0.293294 0.220667 0.201876 0.229355
threshold=-1.0000000180025095e-35 1.0000000180025095e-35 -0.059114999999999994 -0.084074999999999997 0.083935000000000023 -0.081894999999999982 0.11296500000000002 -0.51843499999999987 0.079970000000000013 -0.43358499999999994 0.14753000000000002 0.045365000000000009 -1.0000000180025095e-35 -0.50641499999999995 -0.084154999999999994 0.035560000000000008 -0.25159999999999993 -0.082179999999999989 0.13043000000000002 0.081315000000000012 0.076920000000000002 -0.11756999999999999 -1.0000000180025095e-35 0.084635000000000016 0.092390000000000014 -1.0000000180025095e-35 0.086040000000000019 -0.024949999999999996 -0.43017499999999992 -0.074229999999999977
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 9 6 21 13 -4 10 -2 11 14 -13 -5 16 19 -3 -18 -17 -16 -19 -6 -23 24 25 -21 28 -27 -26 -30
right_child=1 8 7 4 5 -7 -8 -9 -10 -11 -12 12 -14 -15 15 18 17 20 -20 23 -22 22 -24 -25 26 27 -28 -29 29 -31
leaf_value=-0.0036526764654700489 0.0022312863163579614 -0.0037541963110403502 -0.001694376592332405 0.0026205317273766174 -0.003897299487377711 -0.0036607163976669624 0.0015932969562150441 0.0011149264775401377 0.0021382665727285146 -0.0036701589609749365 0.002916453493414432 -0.0020008417979961797 0.0018922067468033885 -0.0036871141794135704 0.0028137644219232705 -0.0036372619474979184 -0.0020326964577216345 0.0022815687910000292 0.0033861026328446246 0.0023379418434756566 -0.0018958261403880425 -0.003638518220997027 0.0027448814026457321 -0.0036559623070470991 -0.0036965008540691081 0.0015224846435231956 -0.0038247938356305907 -0.0037210146762922842 -0.00022969989156745348 0.0016656150770877152
leaf_weight=0.31144912299351091 0.13227963109966356 0.21586544479941983 0.73150770738720927 0.11363863386214057 0.099008375778794178 0.19376794906565908 0.25228793476708222 1.9948631968291 1.069464421540032 1.1477509128453713 0.48438410664675835 0.43924378859810564 1.9607368349679752 0.95001331320963545 0.39998020790517053 1.0014386666880453 0.38521122903330329 1.6576670330250602 0.099434972275048383 0.22236184030771255 0.27031621744390566 0.092695757484761887 0.87154564730008133 0.28758636617567379 0.15618630615062778 0.12347461865283549 0.23699111677706231 0.74293851765105479 2.1195022016181584 1.3977284072316312
leaf_count=163 4 17 18 2 6 154 7 144 153 619 83 17 145 419 14 264 42 173 5 3 18 95 69 17 24 10 8 108 134 186
internal_value=0 -7.55584e-05 -0.00072588 -0.00149507 -0.000716384 0.000763569 -0.00213007 0.000361167 0.000246863 -0.0030603 8.10749e-05 -3.61438e-05 0.0011797 -0.00301322 -0.000349346 -0.00072646 0.000662772 0.00107496 -0.00300289 -0.000285777 0.00169587 0.00156986 0.00213122 -0.000520278 -0.000339892 -0.00188894 9.14081e-05 -0.00297375 0.000344063 0.000523488
internal_weight=0 19.8499 6.57936 3.85299 2.57296 1.25702 1.31594 2.72637 13.2705 1.28003 12.201 11.7167 2.39998 1.06365 9.31668 6.78762 2.52906 2.31319 1.10087 5.68675 1.92798 1.06325 0.964241 5.28677 4.99918 1.08877 3.91041 0.866413 3.67342 3.51723
internal_count=3121 2958 1537 1375 752 324 428 162 1421 623 1268 1185 162 421 1023 773 250 233 269 504 191 170 164 490 473 121 352 118 344 320
is_linear=0
shrinkage=0.00363208


Tree=309
num_leaves=31
num_cat=0
split_feature=401 52 147 474 15 52 47 51 52 1 11 159 129 0 4 16 0 0 13 129 43 43 47 0 1 13 52 4 4 4
split_gain=0.29038 0.293714 0.332235 0.312931 0.373862 0.406027 0.379826 0.378946 0.346802 0.304859 0.326081 0.324847 0.295804 0.306216 0.498508 0.424449 0.363345 0.726419 0.3778 0.350509 0.299687 0.277265 0.43847 0.298506 0.282466 0.271642 0.229371 0.346948 0.25052 0.393318
threshold=0.10711000000000001 0.19022000000000003 1.0000000180025095e-35 -1.0000000180025095e-35 -0.24436499999999997 0.13796000000000003 0.13148500000000005 0.11144500000000002 0.11434500000000002 0.13146500000000003 0.087830000000000005 0.10395500000000001 0.093925000000000008 -0.0058249999999999994 -0.49405499999999997 0.38525000000000004 -0.10011499999999998 -0.084269999999999984 -0.084034999999999985 0.092550000000000007 -0.084569999999999992 -0.04890499999999999 0.096300000000000011 -0.10224499999999999 0.09253500000000002 0.17001000000000002 1.0000000180025095e-35 -0.033174999999999989 0.24564500000000003 0.033845000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 -1 7 6 8 -5 9 10 11 12 13 16 15 -15 21 -18 -19 20 25 24 23 26 -6 -20 27 -23 29 -29
right_child=-2 2 -4 4 5 -7 -8 -9 -10 -11 -12 -13 -14 14 -16 -17 17 18 19 -21 -22 22 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=-0.0035307656636901739 -0.0034715763224876504 -0.0020526050693753422 0.0030333847327738651 0.0029160343360782651 -0.0010751200223545611 0.0027211842398854424 -0.0025029956720794399 -0.0015862415595712383 -0.0037435862805819029 0.0022382430621541386 -0.0028439086772587196 -0.0027641706538235862 -0.0033783386687847687 -0.0024504123423104152 0.0031330311753672273 0.0024606011960552712 -0.0032814088590574285 0.0024847518105822119 0.00099252667409853229 0.0037691962766215107 -0.0026475639101710136 -0.0030501098020853513 -0.0031360635048858433 0.003112915871196401 0.0030344018713423159 -0.0035729807660351844 0.0023173840353270725 0.00072875941015456563 0.0025300017476188774 -0.0021486464038722635
leaf_weight=0.29166869376786664 0.31211488562985223 1.4375465925550077 0.17684663645923127 1.0297045577899648 0.26739721954800166 0.63465859415009696 0.78896829276345748 0.29483650461770583 0.29835689629544582 0.75344825733918774 0.49360974907176647 0.4819303663971376 0.28210407195729281 0.52130555408075441 1.0655554124386792 0.36815844941884279 1.0796203302161305 0.63195129454834598 0.8724826290563239 0.20310155855258916 0.83090257213916219 0.43676598605816241 0.44822235469473515 0.47740146558499041 0.87976668309420347 0.19560748897492886 0.54319665872026224 1.9205315867438915 0.50892482372000802 0.83597853744868178
leaf_count=106 141 344 5 217 37 32 43 15 49 62 58 158 101 42 71 14 561 83 149 4 453 30 28 23 60 43 41 76 42 33
internal_value=0 -6.66156e-05 -0.00149547 6.56801e-05 0.000126864 -2.27529e-05 -0.000137434 0.00191385 -7.79284e-06 7.12682e-05 -5.1082e-05 5.61919e-05 0.000166081 0.000248807 0.00151758 -0.000417692 3.98764e-06 -0.000849501 0.000110812 -0.000602864 -0.00107047 0.000519154 0.000173666 0.00048778 0.0020765 0.00015641 0.000192579 -0.000119178 0.000272847 -0.000143884
internal_weight=0 19.0505 1.61439 17.4362 17.1445 15.8199 15.1853 1.32454 14.3963 14.098 13.3445 12.8509 12.369 12.0869 1.95502 0.889464 10.1319 3.81367 2.73405 2.10209 1.89899 6.31819 5.17102 4.7228 1.14716 1.06809 4.2454 3.7022 3.26543 2.75651
internal_count=3121 2980 349 2631 2525 2293 2261 232 2218 2169 2107 2049 1891 1790 127 56 1663 1293 732 649 645 370 273 245 97 192 222 181 151 109
is_linear=0
shrinkage=0.00350153


Tree=310
num_leaves=31
num_cat=0
split_feature=39 42 42 10 1456 42 123 1456 2 33 151 133 1366 156 159 452 160 1373 133 1375 151 403 158 401 133 448 43 2 13 12
split_gain=0.283485 0.326979 0.342788 0.308433 0.292444 0.308496 0.342476 0.363277 0.322251 0.30656 0.319058 0.306734 0.320473 0.268429 0.290683 0.258132 0.244864 0.408852 0.315382 0.302586 0.287653 0.392 0.281845 0.244301 0.253338 0.222321 0.245604 0.200497 0.196287 0.206694
threshold=0.16946000000000003 -0.11466499999999999 -0.106335 0.058500000000000003 -1.0000000180025095e-35 -1.0000000180025095e-35 1.0000000180025095e-35 0.075120000000000006 0.10774000000000002 -0.0066799999999999993 -0.5145249999999999 0.10722500000000001 -1.0000000180025095e-35 0.091255000000000017 0.11792500000000002 0.085195000000000007 -0.091944999999999985 0.10355500000000002 -0.25159999999999993 -0.43996499999999994 -1.0000000180025095e-35 0.092070000000000013 0.09445000000000002 0.082280000000000006 -0.16927999999999996 -0.079499999999999987 0.10915000000000001 0.10672500000000001 -0.53104499999999988 0.10866500000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 15 8 7 9 -6 -7 -11 12 -12 16 -15 -4 20 18 -18 -20 -14 -22 23 28 -25 -8 -27 -13 -21 -30
right_child=-2 2 3 -5 5 6 25 -9 -10 10 11 27 13 14 -16 -17 17 -19 19 22 21 -23 -24 24 -26 26 -28 -29 29 -31
leaf_value=-0.0027112461723393347 0.0043228567239807893 0.0040760106736882724 -0.0041674205593727797 0.0035759868401915654 -0.0024034633384740394 -0.0041704034586769927 -0.0036167270381767939 -0.004160247031448152 0.002662556003579336 -0.0042066970719289156 -0.0039186646357561106 -0.0042703597978219791 0.0023881664973776705 -0.0026960180072269691 0.0034590523544151025 0.004444239391460483 -0.002956544120065845 -0.0043093226270073956 -0.0020382212371157127 -0.0018887947361158678 -0.0038362391210067476 0.0041268009275542087 -0.0031743853742457503 0.002400072800284328 -0.0041646623172389256 0.0036612691358329794 -0.0033527591369201175 0.0009053435334100585 0.0019378374640342602 -0.00065138215790072347
leaf_weight=0.83718821723596448 0.23921331198653106 0.33192376286024838 0.49954054859701003 0.36864526497083616 1.5917006999079699 0.29192753648386371 0.096306484192609787 0.36574782288516949 0.24646441842196498 0.28537231258815587 0.29158074734733119 0.41372784806299101 0.27282313993782736 0.77590032876469273 0.15676277951570228 0.067109212279319763 0.33058194658951379 0.2535581844858833 0.48025106335989498 0.26195589662529872 0.64460634955321683 0.12553833730635233 0.23000284313457164 0.16363487765192986 0.25659343969891768 0.84808597620576509 0.094287334708496928 0.18370103885536082 6.9225027078354735 0.56695231547928404
leaf_count=169 23 20 267 68 561 17 4 219 85 43 42 176 28 162 22 1 34 13 9 12 138 10 39 23 120 187 11 24 554 40
internal_value=0 -0.000194503 -7.35353e-05 -0.000154148 -0.000236404 -0.000134266 6.99322e-05 -0.000108465 -0.0017242 6.34218e-06 0.00010299 0.00020273 0.000349456 0.000458225 -0.00166147 -0.00314753 0.000646346 0.000855236 0.000997382 0.00114455 -0.00124955 -0.00253821 0.00132648 0.00145316 -0.00160839 0.00234975 0.00295949 -0.0026789 0.00161914 0.00174183
internal_weight=0 18.255 17.4178 17.0859 16.7172 16.1506 14.3124 13.2737 1.83817 12.908 12.616 12.3307 11.7332 11.4417 0.932663 0.56665 10.509 9.46603 9.21248 8.88189 1.04297 0.770145 8.40164 8.17164 0.420228 1.03868 0.942373 0.597429 7.75141 7.48946
internal_count=3121 3098 2929 2909 2841 2573 1927 1725 646 1506 1489 1446 1246 1204 184 268 1020 844 831 797 176 148 788 749 143 202 198 200 606 594
is_linear=0
shrinkage=0.00412273


Tree=311
num_leaves=31
num_cat=0
split_feature=1 12 484 51 0 0 1456 38 52 151 4 52 1374 49 3 15 0 160 49 47 4 457 2 1 2 3 394 43 43 403
split_gain=1.39779 0.928107 0.902885 0.78932 0.760823 0.826875 0.753516 0.703594 0.678274 0.689763 0.656026 0.819052 0.59626 0.604036 0.802684 0.601123 0.634547 0.593718 0.591184 0.771008 0.704814 0.672967 0.591569 0.561312 0.558742 1.21491 0.516159 0.481009 0.943723 0.764221
threshold=0.094385000000000011 -1.0000000180025095e-35 -0.0068949999999999992 -0.40274499999999996 -0.060129999999999996 -0.10011499999999998 0.085665000000000005 0.12566000000000002 -0.43320999999999993 -0.40381499999999992 -0.49405499999999997 0.10347000000000002 -0.094929999999999987 -0.088694999999999982 0.084940000000000015 -0.10324499999999999 -0.10224499999999999 -0.40698999999999991 0.092185000000000017 0.13206500000000002 -0.013125 -1.0000000180025095e-35 0.11474000000000002 1.0000000180025095e-35 0.10731 -0.116045 -0.081984999999999988 -0.083134999999999987 -0.084794999999999995 0.092070000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 -1 -2 5 12 8 26 -3 -10 11 -6 -4 -14 15 -15 23 -11 19 20 22 -22 -19 -17 -12 -26 -5 28 -7 -29
right_child=1 6 4 7 10 27 -8 -9 9 17 24 -13 13 14 -16 16 -18 18 -20 -21 21 -23 -24 -25 25 -27 -28 29 -30 -31
leaf_value=-0.0015774525866267264 -0.0016791579943999375 -0.0015669323394585635 -0.0017538578816951261 -0.00072638550182188512 -0.0014145407094304288 -0.000768225630472739 -0.0016230621182213227 -0.0014320942590148728 -0.0015384692161550927 -0.0015917233395908983 0.00094431030185782071 0.00049637193655456958 -0.0013705677040192525 -0.0014983571633203426 0.0010031661559873188 -0.0016095328509705858 0.0015099600142532939 -0.0010151324646802975 0.0011596850675543212 -0.0014365557289507318 -0.00093591946206290238 0.00067680400546005638 0.00069268099347437524 0.00017141121095760767 0.0015588811970930082 -0.0016378290462720484 0.0012638066990380639 -0.0014972925070961163 0.0014561500573458477 -5.0731423658707175e-05
leaf_weight=1.4964932502480248 0.29802709631621827 0.59853532945271659 0.49160191230475891 0.3428988717496394 1.1766021095681938 2.6571613519918178 0.68610911816358644 0.28364801686257113 0.57228930853307147 0.42606040928512712 2.555378626566378 1.0001359053421763 0.66697070084046561 0.73156087927054603 1.9158550142310558 0.5813406009692702 0.5914839520119165 1.585329690016801 1.5679184617474664 0.7005476285703488 0.69605022296308749 5.9938374273479038 0.70679987827315915 1.6017841596622018 0.48141547106206439 0.7078860395122315 3.7376516105141517 3.7380132094258416 0.55587704002391802 1.1513581800973041
leaf_count=397 6 117 8 10 43 329 24 6 17 30 54 18 28 72 35 34 17 100 40 20 18 232 23 66 8 84 300 828 29 128
internal_value=0 0.000167911 -0.000413111 0.000765288 -0.000328545 -0.000517995 -3.78833e-05 0.000932217 4.67726e-05 0.000125626 0.000141221 -0.000536542 -0.000109193 2.35912e-05 0.000195089 -0.000246464 8.36133e-05 0.000207186 0.000275312 0.000132103 0.00025445 0.000509008 -0.000488512 -0.000302833 0.000535198 -0.000343838 0.00109657 -0.000850015 -0.000383394 -0.00115665
internal_weight=0 18.1957 22.1009 4.66223 20.6044 14.683 13.5335 4.3642 12.8474 12.2488 5.92142 2.17674 6.5806 6.089 5.42202 3.50617 2.77461 11.6765 11.2505 9.68256 8.98202 6.68989 2.29213 2.18312 3.74468 1.1893 4.08055 8.10241 3.21304 4.88937
internal_count=3121 943 2178 322 1781 1574 621 316 597 480 207 61 260 252 224 189 117 463 433 393 373 250 123 100 146 92 310 1314 358 956
is_linear=0
shrinkage=0.00155248


Tree=312
num_leaves=31
num_cat=0
split_feature=1 52 0 0 14 4 43 12 38 160 376 49 47 50 49 48 4 43 3 403 403 132 48 4 42 52 15 3 4 159
split_gain=1.37111 0.816676 0.701891 1.23889 0.707632 0.654948 0.717726 0.652494 0.660955 0.606653 0.581252 0.579974 0.568391 0.778959 0.521225 0.55413 0.938682 0.521006 0.893367 0.658747 0.677019 0.519585 0.509189 0.610228 0.530979 0.498331 0.478269 0.601776 0.426186 0.408455
threshold=0.10089500000000001 -0.43320999999999993 -0.060129999999999996 -0.10011499999999998 0.062655000000000016 -0.49405499999999997 -0.45785999999999999 -0.064509999999999984 0.13659500000000005 -0.40698999999999991 0.083960000000000021 0.0065400000000000015 0.096475000000000019 0.10965000000000001 -0.088694999999999982 0.086260000000000017 0.0052350000000000009 -0.083134999999999987 -0.084074999999999997 0.092070000000000013 0.097240000000000007 0.12527000000000002 0.12879500000000002 -0.04890499999999999 -0.12995999999999999 0.11434500000000002 0.083935000000000023 -0.076669999999999988 -0.17966999999999997 0.094385000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 11 6 -4 8 -3 -9 -8 14 13 22 -1 -16 -17 18 21 -19 -21 28 23 -11 -25 29 27 -20 -5 -7
right_child=1 7 5 17 -6 25 10 9 -10 12 -12 -13 -14 -15 15 16 -18 19 26 20 -22 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=-0.001085617463835051 -0.0018173887862654591 0.0015441290117524948 0.0010310483748333182 0.0020204744241272875 -0.0018365880543554779 0.0011215998346676096 -0.0019362259971818379 -0.0018464025482153507 -0.0018612432201022876 -0.00040007834480790662 0.00060387772212339424 -0.00135905775328168 -0.00029923280591460997 -0.0015488668048842212 0.00088113108741989625 -0.0019114672521481578 0.00077584964977900697 -0.0017150960930376598 -0.0018364800691046139 0.0020243513742964955 -0.001043934081454932 0.0016294364242904948 -0.00040008772164376838 -0.0002980138510653797 0.0014849177083851106 -0.00080066254550614617 0.0017495167616064977 0.0011884797933084232 -0.0018155644293121535 -0.00078305472502250019
leaf_weight=0.76848835824057449 0.5442442229250436 2.2394687101477753 0.58642791956663165 0.099005855619907268 0.65277608612086613 2.7960438496666065 1.1613308183150364 0.43278492800891299 0.20013184379786242 0.85890551190823039 0.38718765042722214 0.76344606687780459 3.2330202339217067 0.50005845446139563 3.7438342378009137 0.72088062786497165 1.0003724653506649 4.2106126400758477 0.42213434702716768 0.32270845025777795 0.82281720044557005 0.17738483543507744 1.0034153396263716 0.62134270742535314 4.0334618568886107 0.69660209270659823 0.62811520812101662 0.425802296493204 1.6352825211361053 0.41705270670354355
leaf_count=35 97 247 9 1 81 124 87 22 4 23 4 92 115 25 107 21 22 1085 69 4 136 7 21 9 217 35 24 18 358 22
internal_value=0 0.000337642 -0.000383702 -0.000576515 -4.88542e-05 0.000139226 -0.000660508 0.000427019 0.00126477 0.000235708 -0.0013011 0.00011793 0.000323619 0.000610584 0.000298821 0.000493498 -0.00034963 -0.00103815 -0.000487103 -0.00138669 -0.000179561 -0.00129723 0.000776279 0.000990361 0.00124692 0.000575933 0.000562117 -0.000317458 -0.00159658 0.00087438
internal_weight=0 13.6668 22.4383 16.3937 7.6498 6.04465 2.13495 13.1226 2.4396 10.683 1.54852 6.99702 10.2502 7.01718 6.23358 5.46509 1.72125 8.74386 3.38773 5.35614 1.14553 1.91167 6.51713 5.51371 4.6548 3.9097 1.47605 0.847937 1.73429 3.2131
internal_count=3121 780 2341 2060 358 281 100 683 251 432 91 277 410 295 185 150 43 1702 477 1225 140 366 270 249 226 181 111 87 359 146
is_linear=0
shrinkage=0.00179535


Tree=313
num_leaves=31
num_cat=0
split_feature=31 39 42 42 15 457 474 50 1456 132 1375 1 0 158 480 401 11 3 3 43 43 160 13 52 457 15 16 3 4 15
split_gain=0.276917 0.266067 0.276405 0.318518 0.28353 0.328228 0.326579 0.419363 0.299928 0.284067 0.268219 0.322364 0.302342 0.254976 0.230789 0.230093 0.235257 0.359455 0.340008 0.279082 0.464894 0.363102 0.25842 0.27075 0.233106 0.217084 0.223657 0.209255 0.435336 0.235344
threshold=-1.0000000180025095e-35 0.16946000000000003 -0.11466499999999999 -0.106335 -0.24436499999999997 0.080930000000000016 -1.0000000180025095e-35 0.11843500000000001 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.43169999999999992 0.086105000000000015 -0.087634999999999977 0.094850000000000004 0.084710000000000021 0.10076500000000001 0.087830000000000005 -0.11255999999999998 -0.08824499999999999 -0.074359999999999996 -0.0037449999999999996 -0.082869999999999985 -0.095304999999999987 -0.085984999999999992 -0.079829999999999984 0.091915000000000011 -0.52595999999999987 -0.077774999999999983 -0.083644999999999983 0.23208000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 6 8 -5 -8 -6 -10 -7 12 -12 14 15 16 17 -11 -19 21 -21 -20 -22 -24 -23 26 -25 28 -26 -30
right_child=1 -3 3 4 5 10 7 -9 9 13 11 -13 -14 -15 -16 -17 -18 18 19 20 22 24 23 25 27 -27 -28 -29 29 -31
leaf_value=0.0035643280119027846 -0.0021670598176880109 0.0036553580761950516 0.0033189232216705583 -0.0039881052895052839 -0.003517160200579632 -0.0013820113631869782 0.0029915207259440264 -0.0019326092354202675 -0.0033372882150720703 0.0013724135310795105 -0.0024334115730427906 0.0022558701519842534 0.0017328059580818723 -0.0032855095344232893 -0.0035114604018792071 -0.0033854131317158837 -0.0028583322151472441 -0.0025550286111253331 -0.0024303529868934261 -0.0032092585682014555 0.00089185276884213606 -0.0020348086194403553 -0.0031778484551373528 -0.0028760164516124869 0.0040028193343212507 -0.003097338836673103 0.00037300129570964533 0.0030631248187384971 -0.0035081803183673668 0.0037620002790444392
leaf_weight=0.24568496333086187 0.83844871577458135 0.21930178493494068 0.32251909968909487 0.12632542476057995 0.40336364629912402 0.57899559533689204 0.9533376483596061 0.27020156453363597 0.40378623828292326 1.8538270230346867 0.44333736493717879 1.4782883370062334 0.40639456606004332 0.35223058096016835 0.26160744654771484 0.26884534198325205 0.36864183848956678 0.75614902365487324 0.31820408615749363 0.678719749732413 1.8886708238860634 0.18921215817681547 0.46972916959203281 0.29059295239858673 0.243059857893968 0.30664129002252583 2.292927841684945 0.96869868895737832 0.27815159037709236 0.067317038774490356
leaf_count=86 168 21 20 3 255 14 188 19 276 110 38 119 52 89 188 125 69 187 138 244 131 56 66 16 7 89 165 65 116 1
internal_value=0 -0.000164515 -0.000210852 -0.000115713 -0.000181193 -0.000314197 0.00135268 0.0019041 -0.000556954 -0.000459537 0.00074304 0.00127156 -0.000440868 -0.000361505 -0.000271954 -0.000196552 -0.000118405 -2.31345e-05 -0.000318869 -0.000107296 -0.00049209 0.000997389 -0.000140718 -0.00072115 0.00162193 -0.00032187 7.55362e-06 0.00206624 0.000425409 -0.00209153
internal_weight=0 18.2975 18.0782 17.2398 16.9173 15.5674 1.34986 1.22354 12.6604 12.257 2.90702 2.32802 0.849732 11.8532 11.501 11.2394 10.9705 10.6019 8.74807 7.99193 5.92728 2.06464 5.24856 3.35989 1.74644 2.89016 2.58352 1.55723 0.588528 0.345469
internal_count=3121 3035 3014 2846 2826 2616 210 207 2393 2138 223 209 90 1862 1773 1585 1460 1391 1281 1094 711 383 467 336 245 270 181 189 124 117
is_linear=0
shrinkage=0.00348893


Tree=314
num_leaves=31
num_cat=0
split_feature=1 52 51 3 51 51 1213 13 0 159 130 12 40 151 151 1348 16 0 157 4 4 52 51 3 15 0 52 1213 16 3
split_gain=0.263931 0.278105 0.251994 0.255019 0.369202 0.288416 0.337942 0.229351 0.258546 0.269234 0.251811 0.229237 0.378321 0.244603 0.245974 0.245837 0.235104 0.340277 0.226278 0.231122 0.213656 0.217638 0.214339 0.29496 0.314806 0.373863 0.336501 0.244383 0.213215 0.20905
threshold=0.10060500000000001 0.19022000000000003 -0.10748999999999999 0.092670000000000016 0.088210000000000011 0.067785000000000012 0.039620000000000009 -0.16152999999999998 -0.060129999999999996 0.083335000000000006 -1.0000000180025095e-35 -0.064509999999999984 0.57330500000000006 -0.40381499999999992 -0.092724999999999988 0.090205000000000021 -0.072804999999999981 -0.08824499999999999 -0.071119999999999989 -0.034939999999999992 0.40124500000000002 0.14295500000000003 -0.090529999999999985 -0.091354999999999978 0.083935000000000023 -0.10151999999999999 0.090245000000000006 -1.0000000180025095e-35 0.25084500000000004 0.10893000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 6 7 -4 9 20 -10 12 -2 -13 -15 16 17 -16 19 -18 21 22 -9 -24 25 -25 27 -26 -3 -20
right_child=11 28 3 -5 -6 -7 -8 8 10 -11 -12 13 -14 14 15 -17 18 -19 29 -21 -22 -23 23 24 26 -27 -28 -29 -30 -31
leaf_value=-0.0027468131118731517 0.0021406117699281392 -0.0027506202193864271 -0.0028576927434341578 0.00080176014450510547 -0.0025889528559765846 0.0013773860491246626 -0.0027558193667046407 0.0023329909611436274 -0.0016156610133227253 -0.0025277602671327369 0.0011238986723730111 -0.0026331275230182046 -0.0029354408934217954 0.0025671360986021241 8.6487985798257763e-05 0.002795842192893343 -0.00073684616497005735 0.0026282871594906845 -0.00032775328849033602 0.0025791904478352271 0.002780589674445306 0.0022318831683779397 -0.0027620968423493607 7.9069352330242955e-05 -0.0027220735833619089 -0.0024697331210295093 -0.0027418139823611287 0.0016412257053486814 0.0024279273533629204 -0.00207399518694783
leaf_weight=0.28975829407863862 0.88892401591874637 0.52310309902532104 0.23865140415727815 1.6476394712808531 0.519261705019744 0.75328542440547597 0.42056984099326644 0.17862805761978906 0.29357113502919663 0.43734799922094669 1.5971535152348257 0.22897797846235324 0.12361615337431431 0.31521853851154435 1.9783314603846522 0.23870467027882103 0.31882957392372191 0.48465548438252826 1.3525224466284269 0.30298899521585587 0.16169558744877566 0.21729403728386376 0.45412415426107866 0.8674431799154263 0.105233626512926 0.83463812091213341 0.1869344284350517 0.96403583709616292 0.066202450077980757 0.81027448899112631
leaf_count=187 249 277 13 61 147 48 232 23 12 169 117 17 3 25 115 19 44 79 160 34 13 11 169 50 173 358 138 134 3 41
internal_value=0 -0.0003531 -0.000247856 -0.000174549 -0.000370008 -0.000220576 -0.000393591 -0.000241607 -0.000142477 -0.000503261 0.00069853 0.000323907 0.0015209 0.000122928 0.000231705 9.75219e-05 -2.52202e-05 0.000586652 -0.00056642 0.000878935 -0.000280238 -0.000410195 -0.000570068 -0.000722033 -0.000408865 -0.00117077 0.000623471 0.00121181 -0.00216886 -0.000981969
internal_weight=0 10.7566 10.1673 9.87751 8.22987 7.71061 6.95732 6.53675 6.2981 4.40738 1.89072 7.04304 1.01254 6.0305 5.80153 5.48631 5.2476 2.46299 2.78462 0.621819 3.97003 3.80833 3.59104 3.41241 2.95829 1.70208 1.2562 1.06927 0.589306 2.1628
internal_count=3121 2335 2055 1868 1807 1660 1612 1380 1367 1238 129 786 252 534 517 492 473 194 279 78 1069 1056 1045 1022 853 408 445 307 280 201
is_linear=0
shrinkage=0.00271869


Tree=315
num_leaves=31
num_cat=0
split_feature=1213 156 475 15 39 52 147 147 42 52 47 1 1374 484 474 0 47 47 133 4 15 52 14 393 4 16 150 133 4 52
split_gain=0.248952 0.257247 0.241615 0.232656 0.22738 0.276832 0.290251 0.255027 0.229961 0.285355 0.374453 0.326732 0.34006 0.336812 0.279188 0.270491 0.250406 0.331196 0.26854 0.23862 0.252577 0.22897 0.243088 0.261586 0.226809 0.454657 0.309114 0.252741 0.400142 0.246535
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.086004999999999984 -0.47308999999999996 0.16946000000000003 0.19022000000000003 1.0000000180025095e-35 -1.0000000180025095e-35 -0.11466499999999999 0.13389000000000004 0.13148500000000005 0.094385000000000011 -0.094929999999999987 -0.0068949999999999992 -1.0000000180025095e-35 -0.23091999999999999 0.09550500000000002 0.081320000000000017 -0.17773999999999998 -0.064804999999999988 0.040760000000000005 0.11434500000000002 0.076975000000000002 0.091220000000000009 -1.0000000180025095e-35 -0.51370499999999997 0.088985000000000009 0.089980000000000018 -0.51843499999999987 -0.082554999999999976
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 -3 5 7 -7 -5 -9 10 11 12 -10 -14 -13 -15 17 18 -17 20 -16 22 23 24 26 -26 27 -20 -29 -27
right_child=1 3 -4 4 -6 6 -8 8 9 -11 -12 14 13 15 19 16 -18 -19 21 -21 -22 -23 -24 -25 25 29 -28 28 -30 -31
leaf_value=0.0036257900562227832 -0.0035755570048108995 0.0036007762413787178 -0.003224215259741715 -0.0036705645483787949 0.0037112535116664339 -0.0023546608945104975 0.0029674395127227641 -0.0018599158038344343 -0.0037477465006707472 0.002634118919059107 -0.0030344716273136294 -0.0034361842240318908 -0.003610990768996064 0.0032969286245189133 0.0013423772908257108 -0.0036074174236235732 0.0023587731653492245 -0.0037188087300761017 0.0018003537916410426 0.0014584200655843006 -0.002755095206259326 -0.0038285949000673261 -0.0036193183405996395 -0.0036707354810535347 0.0028779288949358339 0.00022400989052061043 -0.0030720390226120784 -0.0039655721746779645 0.0010367165691167835 -0.0036491208109869933
leaf_weight=0.074468657374382019 0.25419544613396539 0.22769833938219264 0.52051568402385129 0.22738215967547404 0.20398823765572238 1.06092211950454 0.14769778307527293 0.70170810850686649 0.33174878626595816 0.5963704108726241 0.45989044418092895 0.17721555155003432 0.32422567177854578 0.3190529565326895 0.37920250123715948 0.25759884918806797 0.50309132022084657 0.32981466111959878 2.5992603415797961 3.9965871669701301 0.38215429687988944 0.18107538472395379 0.19924620748497535 0.19393323978874821 0.30983801791444421 0.34109550385619514 0.22704314559814509 0.27368831448256969 0.77584853483131133 0.53258671920046941
leaf_count=4 162 95 487 20 17 301 5 108 38 40 30 43 281 10 57 96 47 41 263 442 45 20 23 74 12 48 56 4 169 83
internal_value=0 -2.49513e-05 -0.00236686 3.05561e-05 -2.015e-05 -6.82387e-05 -0.00170428 6.70143e-05 0.000126064 0.000227855 0.000118263 0.000233023 -0.000224939 -6.63097e-05 0.000947471 9.68663e-05 -5.49736e-05 -0.000250172 -5.59833e-05 0.00111075 -0.000714302 0.000106407 0.000237086 0.000383351 0.000538751 -0.000824128 0.000954917 0.00120549 -0.000267733 -0.00213701
internal_weight=0 16.5142 0.594984 16.26 16.0323 15.8283 1.20862 14.6197 14.3923 13.6906 13.0942 12.6343 7.69915 7.3674 4.93516 7.04317 6.72412 6.22103 5.89121 4.75794 0.761357 5.63362 5.45254 5.25329 5.05936 1.18352 3.87584 3.6488 1.04954 0.873682
internal_count=3121 2630 491 2468 2373 2356 306 2050 2030 1922 1882 1852 1265 1227 587 946 936 889 848 544 102 752 732 709 635 143 492 436 173 131
is_linear=0
shrinkage=0.00355697


Tree=316
num_leaves=31
num_cat=0
split_feature=12 1 3 49 15 147 160 132 4 376 133 13 453 42 1 160 151 1374 4 403 403 43 150 42 159 1 1 3 3 51
split_gain=0.966758 0.778879 0.603858 0.671739 0.591374 0.591421 0.505873 0.48227 0.480598 0.474011 0.570238 0.474198 0.44206 0.384482 0.35176 0.341335 0.355647 0.373623 0.432689 0.325409 0.386996 0.351597 0.32112 0.318905 0.391487 0.344862 0.337249 0.318452 0.32411 0.30093
threshold=0.084100000000000022 0.12958500000000003 0.10732000000000001 -0.047584999999999995 0.084050000000000014 0.089025000000000007 -0.067824999999999983 0.081465000000000024 0.50996500000000011 1.0000000180025095e-35 -0.065894999999999981 -0.08971999999999998 0.091330000000000008 -0.027559999999999998 0.11146500000000002 -0.26568499999999995 0.056735000000000001 0.079875000000000015 -0.46376499999999993 0.03138500000000001 0.095105000000000009 -0.25681499999999996 -0.099594999999999975 0.083995000000000014 -1.0000000180025095e-35 0.094465000000000007 0.091195000000000012 0.086245000000000016 -0.12018999999999998 0.090230000000000019
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 3 6 5 7 -2 9 19 10 -1 -12 15 -11 -6 -13 17 18 -17 21 -21 -5 -20 24 -24 26 27 28 -26 -27
right_child=1 -3 -4 8 14 -7 -8 -9 -10 13 11 12 -14 -15 -16 16 -18 -19 22 20 -22 -23 23 -25 25 29 -28 -29 -30 -31
leaf_value=-0.0014750693873315163 -0.0017182230981074443 0.00095771002003389779 0.00062448291088000618 0.00010782268398618208 -0.0017276567750028223 0.0015400861279824731 0.00040448349458406155 0.0011613486710528073 0.0014128630111665849 -8.2140817222450623e-05 0.00086024407660538601 -0.0017596424168280389 -0.001797718574713728 0.0015262091660122943 0.00027755425115283188 -0.0010903095373265136 -0.0009265820071416716 -0.0012076625711949453 0.0017909420902893357 0.0004877437917933555 -0.00099979040440667912 -0.0012498666538077008 -0.0014453547083199902 0.0015471138346179086 0.001327995379801604 0.00038650096094265625 -0.00098401895784549381 0.0009584770883833228 -0.0011823130330421824 0.0017532868035482264
leaf_weight=0.76957570074591153 0.37701301713241298 1.0304031611885864 1.105973440920933 0.59655745426425433 0.73193317174445727 0.93154603196308094 2.1576540961978017 1.2335287192836411 0.25116241909563619 0.71569442888721813 1.6672254272852995 0.31697049364447138 0.42823649663478214 1.045655021094716 0.37987344106659293 0.61372359376399988 0.98326732369605441 0.53217664797557507 0.43957201344891572 0.87157200026558745 1.1725522779743185 6.3403617962612762 0.39865703543181474 0.52512969222152595 0.20057878643273586 1.5792857317719611 0.86444094497710455 0.95743505470454693 0.55067693040477683 0.65002430137246836
leaf_count=66 55 59 20 66 114 67 85 84 14 20 122 24 12 122 14 50 32 30 10 76 194 1513 32 54 6 64 17 15 73 11
internal_value=0 -0.000456742 -0.000569961 -0.000682228 0.000148327 0.000234283 8.87466e-05 0.000150229 -0.000893896 5.60139e-05 -6.93189e-05 3.1717e-05 -0.000121083 0.000872683 -0.00104253 -3.77111e-05 2.8088e-05 0.000156471 0.000263552 -0.000958406 -0.000365537 -0.00113311 0.000398311 0.000291406 0.000164623 0.00029827 -0.000123449 0.00031192 -0.000512082 0.00078503
internal_weight=0 13.9032 12.8728 11.7669 16.5152 15.4034 2.53467 14.4719 9.23221 13.2383 11.477 10.7074 9.04018 1.76135 1.11181 8.61194 8.29497 7.3117 6.77952 8.98104 2.04412 6.93692 6.1658 5.72623 5.2011 4.80244 2.57313 1.70869 0.751256 2.22931
internal_count=3121 2082 2023 2003 1039 911 140 844 1863 760 618 552 430 142 128 418 394 362 332 1849 270 1579 282 272 218 186 111 94 79 75
is_linear=0
shrinkage=0.00169074


Tree=317
num_leaves=31
num_cat=0
split_feature=31 156 1213 475 151 4 403 11 1374 150 1456 160 133 133 448 42 42 15 0 0 48 43 4 12 16 160 1375 13 3 52
split_gain=0.237692 0.222672 0.229055 0.219977 0.210685 0.265475 0.262161 0.24253 0.244144 0.250593 0.33691 0.250965 0.335315 0.246076 0.243568 0.23785 0.218668 0.250112 0.262406 0.349495 0.358092 0.257794 0.333737 0.24948 0.378584 0.241324 0.223239 0.221665 0.273666 0.218331
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.086004999999999984 -0.5145249999999999 0.27044500000000005 -0.083259999999999987 0.081790000000000015 0.093235000000000012 -0.22665999999999997 -1.0000000180025095e-35 -0.098904999999999979 -0.030254999999999994 -0.25159999999999993 -0.083859999999999976 -0.11466499999999999 -0.106335 -0.095869999999999983 -0.099059999999999995 -0.08824499999999999 0.084855000000000014 -0.15582499999999996 -0.51843499999999987 0.10345000000000001 0.22339500000000004 0.10070500000000002 -1.0000000180025095e-35 -0.084034999999999985 -0.11255999999999998 -0.087284999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 -4 6 -6 8 9 -8 -11 12 -12 -13 -15 -16 -17 26 25 -20 21 -21 -23 24 27 29 -18 -24 -29 -19
right_child=1 2 4 -5 5 -7 7 -9 -10 10 11 13 -14 14 15 16 17 18 19 20 -22 22 23 -25 -26 -27 -28 28 -30 -31
leaf_value=0.0035272736395737373 -0.0034757604569440629 0.0035208136357343382 -0.0029967540701421693 -0.0030760244824495722 -0.0028191285101907136 0.0011909753564031955 0.0030220125319402411 -0.0025971556362321896 -0.0030917057045472432 -0.0034909895314600894 0.002128713550047442 -0.0025563970214668714 -0.0029702150911293385 -0.0028917663919932938 -0.0020667618500006743 0.0036171573055761748 -0.003581355026050365 0.00025479723825057917 -0.0032127624749973766 0.0020677674414510661 0.0024964417603067814 -0.003788611621526172 0.0017297999781130352 0.0032820902045075468 -0.0033026433770913469 -0.00018769472466173288 -0.00017971692744262621 0.0021502658235863425 -0.0016271214745083966 0.002795817555934423
leaf_weight=0.21291332133114593 0.23755891343171498 0.06890825554728508 0.28028815233847559 0.49457919485576418 0.42565136238408996 2.0422095970134242 0.34203729452564857 0.4357061266491663 0.29309246552293267 0.31844823779828679 0.20470911529264413 0.35938953347794722 0.62687335524242094 0.26927164453080621 0.43291073903673805 0.271023766137655 0.27184069462236937 0.54219142335932757 0.32600234396522232 0.60683669347781233 0.86378725446411397 0.31237123714526527 0.77517619781428582 0.24973046002560284 0.42721265472937364 0.70123911619884882 1.5304944322851906 0.31001752521842174 0.88341839259379318 1.5942119308165212
leaf_count=86 163 4 50 486 348 302 13 100 35 209 27 126 185 32 55 9 20 39 89 19 98 8 108 22 89 27 114 12 171 75
internal_value=0 -0.000151038 -0.000102463 -0.0022693 -2.46737e-05 2.93641e-05 -0.000148019 -6.02088e-05 2.81334e-05 0.000102967 1.89042e-05 0.000115604 -0.00171502 0.000257516 0.000355058 0.000441634 0.000553982 0.000465612 0.000740606 0.000243802 0.000498252 1.40659e-05 -0.000407264 -8.01432e-06 -0.000350961 0.00157302 -0.000692776 0.00028959 -0.000645874 0.00215094
internal_weight=0 16.4972 16.2596 0.563487 15.6961 15.4159 13.3736 12.948 12.5123 12.2192 11.8772 11.5587 0.831582 10.7271 10.3677 10.0985 9.66555 9.39453 7.5922 4.75455 4.42855 3.56476 2.95793 2.64556 2.39582 2.83764 1.80234 1.96861 1.19344 2.1364
internal_count=3121 3035 2872 490 2382 2332 2030 1682 1582 1547 1534 1325 212 1113 987 955 900 891 757 616 527 429 410 402 380 141 134 291 183 114
is_linear=0
shrinkage=0.00345906


Tree=318
num_leaves=31
num_cat=0
split_feature=1 47 4 50 48 43 42 42 0 40 484 12 131 13 42 52 159 4 13 3 1 13 1374 14 0 2 15 455 43 1186
split_gain=1.317 0.783909 0.747441 0.81426 0.977052 0.669615 0.656426 0.762749 0.807255 0.629338 0.624785 0.600987 0.604829 0.632111 0.56568 0.5016 0.500521 0.597978 0.619605 0.568509 0.46038 0.615175 0.438286 0.438689 0.428657 0.530221 0.703795 0.412859 0.413453 0.454364
threshold=0.10089500000000001 0.087885000000000019 -0.036839999999999991 0.11843500000000001 0.12879500000000002 -0.25681499999999996 -1.0000000180025095e-35 0.092145000000000019 0.18019500000000002 -1.0000000180025095e-35 -0.0068949999999999992 0.10832500000000002 0.084390000000000007 -0.10664 0.091295000000000015 -0.15275999999999998 0.091530000000000014 -0.083854999999999985 -0.082199999999999981 -0.078934999999999991 0.13146500000000003 -0.041739999999999992 0.093235000000000012 -0.46885499999999997 -0.077809999999999976 0.097070000000000004 0.088655000000000025 0.081825000000000009 -0.50216499999999986 0.090275000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 9 4 5 -4 24 8 10 -2 -8 12 13 -12 15 -15 17 -17 19 -19 -3 -22 23 -7 -1 26 -26 28 -9 -30
right_child=1 20 3 -5 -6 22 7 27 -10 -11 11 -13 -14 14 -16 16 -18 18 -20 -21 21 -23 -24 -25 25 -27 -28 -29 29 -31
leaf_value=-0.0013326667311416266 0.0016349624165012003 -0.00060555865393449831 -0.001186871360872196 -0.0010348598810390687 -0.0008651679524301441 9.9397402986048784e-05 -0.0012824231698662439 0.00044948700570596081 0.0017251729136534642 -0.00081017112461220016 0.00089604595738093597 -0.0018550006005326549 -0.0014456589679536769 -0.0016097474931667062 0.0012621196014499633 0.00087998920398886656 -0.0015453410308172756 -0.0016117157159097834 6.7107856724302753e-05 0.00036079941878815284 0.0015308813197767322 -0.00032740368699305569 -0.00026086898414041525 0.0014884756915409456 0.0013646059392537955 -0.0013938779674208342 -0.0016147355703564272 0.00098339590729744244 -0.0015251655515817616 0.00091495204230631201
leaf_weight=2.5948882279917598 0.31976059824228276 3.3518654643557957 0.31094955187290807 0.60483876103535283 0.7218931559473275 0.64781520213000376 1.1643246172461701 0.37557491054758507 0.58974662609398443 1.5406368596013624 1.9606470449361939 0.46004889160394746 0.70069564646110016 0.58313041843939295 0.73204413417261172 1.5882059049326862 0.56175001582596529 1.2203604973619735 5.487056924146601 0.52599538711365434 0.71724339155480255 1.194439426064491 0.47564088832586993 4.8825473070610323 0.66260758717544621 0.64789359760470688 0.28535112761892378 0.25834781862795342 2.4033250247593965 0.20862980373203743
leaf_count=570 26 144 6 23 12 35 292 13 13 103 51 11 87 86 29 55 46 266 144 40 24 31 16 360 27 118 53 13 424 3
internal_value=0 0.000239723 0.000511669 0.000731104 0.00088285 0.00108261 -0.000367173 -0.000240762 -9.49915e-05 -0.000389908 -0.000166629 -7.26238e-05 -1.12474e-05 6.81483e-05 -8.35747e-05 -0.000182417 -9.3715e-05 -1.27717e-06 -0.000194773 -0.0010176 -0.000251313 0.000369805 0.00120011 0.00132576 -0.000934864 -0.00028803 0.000467775 -0.00094018 -0.00110652 -0.00133026
internal_weight=0 14.7676 9.50408 7.64368 7.03885 6.31695 23.0106 18.8199 15.574 1.8604 14.9843 13.8199 13.3599 12.6592 10.6985 9.9665 9.38337 8.82162 7.23341 1.74636 5.26355 1.91168 6.006 5.53036 4.19074 1.59585 0.947959 3.24588 2.98753 2.61195
internal_count=3121 780 581 452 429 417 2341 1573 1120 129 1107 815 804 717 666 637 551 505 450 306 199 55 411 395 768 198 80 453 440 427
is_linear=0
shrinkage=0.00158606


Tree=319
num_leaves=31
num_cat=0
split_feature=1 0 4 0 43 52 15 52 49 47 12 403 403 2 474 2 151 151 160 13 16 13 0 3 15 151 42 3 150 159
split_gain=1.05009 0.576696 0.704033 0.694648 0.603484 0.577413 0.5726 0.511492 0.475087 0.472975 0.490289 0.442074 0.516299 0.437615 0.521131 0.416335 0.361092 0.359079 0.545323 0.450472 0.355668 0.348676 0.391694 0.678094 0.527233 0.348446 0.340826 0.365081 0.324206 0.391587
threshold=0.10089500000000001 0.041630000000000007 -0.49405499999999997 -0.10011499999999998 -0.083134999999999987 0.10347000000000002 0.095175000000000023 -0.43320999999999993 0.082865000000000008 0.090100000000000013 -0.040564999999999997 0.092070000000000013 0.097240000000000007 0.089775000000000008 0.084660000000000027 -0.0091949999999999983 -0.40381499999999992 -0.083559999999999982 -0.079279999999999975 -0.085384999999999975 -0.52595999999999987 0.17001000000000002 -0.077999999999999986 -0.084074999999999997 0.083935000000000023 -0.16761999999999996 -0.12995999999999999 0.12178000000000001 -1.0000000180025095e-35 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 5 6 21 -3 8 -2 13 10 -9 20 -13 14 15 -1 -12 -18 -19 -20 -6 22 23 -5 25 -25 -21 -28 -11 -30
right_child=7 2 -4 4 11 -7 -8 9 -10 28 16 12 -14 -15 -16 -17 17 18 19 26 -22 -23 -24 24 -26 -27 27 -29 29 -31
leaf_value=0.0011861821857177223 -0.0018444948347465253 -0.0015899387169072906 0.0010624199197000934 -0.0018453239935333498 0.0012170425583618927 0.0006158683726576994 -0.0019258597949007139 0.0017508196046747062 -0.0015047492739134838 -0.001542329325151907 -0.0017034461565556172 0.0020046036234426193 -0.0010406065164060977 0.00082157300830310693 0.0014346225326638616 -0.00098888788486102943 0.0018481997694186243 -0.00099771684903498278 0.001779682207437909 -0.0012362142644420876 -0.0016847018182124486 -0.001859703680063974 0.00074234128844848969 0.001716440948811107 0.0017957200610344605 -0.0018692369640908252 0.00094350945796304307 -0.00057527388252138882 -0.0013446047753902959 0.00037905003546662239
leaf_weight=0.35242053493857417 0.33976002607960154 0.86805006582289956 1.9226500985678274 0.80587459861999411 0.14720226218924137 0.73269088752567768 0.50309652904979874 1.2548515560338263 0.55178978911135335 0.45141984522342715 0.24074526224285264 0.26478271698579181 0.62973986979341134 2.5532662125187926 0.50422572251409281 1.7970402040518849 0.66455528396181662 0.7717898297123601 0.95606182795017858 0.39751999452710096 3.6020865798345749 0.40987709740875278 1.2086191606358643 0.12272001430392265 0.47621032991446555 0.34816452785162266 2.1647168197669129 0.70165251195430745 0.52304501947946924 2.8231043713167305
leaf_count=7 97 57 67 251 5 16 47 225 96 19 8 4 138 96 11 101 35 46 72 7 1174 78 111 3 18 61 108 17 45 101
internal_value=0 -0.000346866 0.000316104 -0.000510477 -0.000867216 -0.000580297 -5.38447e-05 0.000366532 0.000109699 0.00043514 0.000712256 -0.00129502 -0.000139211 0.000280785 -0.00023954 -0.000632269 0.000491257 0.000584668 0.000416453 0.000675092 -0.00157078 -0.000277969 -5.90601e-05 -0.000611602 0.000438161 -0.000934752 0.000351534 0.00057173 -8.67474e-05 0.000109621
internal_weight=0 17.8005 3.52339 14.2771 8.01528 1.60074 6.26184 11.2892 5.75874 10.9495 7.15189 4.64381 0.894523 5.20695 2.65369 2.14946 5.89704 5.6563 4.99174 4.21995 3.74929 3.37147 2.96159 1.75297 0.947095 0.470885 3.26389 2.86637 3.79757 3.34615
internal_count=3121 2341 140 2201 1843 73 358 780 311 683 518 1321 142 215 119 108 293 285 250 204 1179 522 444 333 82 64 132 125 165 146
is_linear=0
shrinkage=0.00182977


Tree=320
num_leaves=31
num_cat=0
split_feature=4 403 376 151 480 52 1213 158 52 133 448 1 151 15 147 3 13 2 4 150 4 52 0 475 15 1 0 3 47 14
split_gain=1.68965 1.32036 1.13227 1.09907 0.757667 0.77692 0.811828 0.849045 0.791746 0.774258 0.702763 0.662847 0.647936 0.747754 0.639648 0.597226 0.585623 0.686295 0.81693 0.833427 0.589639 0.61724 0.749105 0.570806 0.559264 0.515685 0.553045 0.875449 0.502064 0.495116
threshold=0.27287000000000006 -1.0000000180025095e-35 0.048375000000000008 -0.27559499999999998 0.084710000000000021 -0.43320999999999993 -1.0000000180025095e-35 0.090905000000000014 0.19022000000000003 -0.25159999999999993 -0.083859999999999976 0.104035 0.061780000000000009 -0.11713499999999999 1.0000000180025095e-35 -0.11255999999999998 -0.47860499999999995 0.10444500000000002 0.0052350000000000009 0.088985000000000009 -1.0000000180025095e-35 -0.088204999999999992 -0.053834999999999994 -0.086424999999999988 0.090750000000000011 0.086105000000000015 -0.084044999999999995 0.084940000000000015 0.085270000000000026 -0.46885499999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 23 4 -2 5 -3 -7 8 9 -8 -11 15 13 -13 28 -12 -17 18 19 20 21 -18 24 -1 25 26 27 -23 -10 -5
right_child=3 2 -4 29 -6 6 7 -9 14 10 11 12 -14 -15 -16 16 17 -19 -20 -21 -22 22 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.001114830023348167 -0.0011353436616327354 -0.0009174285542561403 0.00060600138984841256 -0.00012458594376647808 -0.0012144243798775439 -0.0012086868648922347 -0.0010125749309300245 -0.00091956487203967289 -0.0012331241718314993 -0.0013124006308113346 0.00050407964258486861 -0.00031152758794398286 -0.00043935753311037559 0.00089641393305104429 0.00095123202693828221 0.00091791977266950206 -0.00084989692741775495 -0.001293186043883447 0.00040586081839597763 -0.0011833410354913168 -0.0012356280399290196 -0.001224175153234564 -0.00095461800256489964 -0.0010122402570204264 -0.00065816399306578804 0.0011752468195736017 0.00089978814859381195 0.00095511712501645705 2.5336018930745446e-05 0.00082193411383573681
leaf_weight=0.19023702060803804 0.54673714097589243 1.8745570902247006 2.6513922687154254 0.96997834811918426 1.0344201561529178 0.94740181625821662 0.94374279561454244 1.6227581636048842 1.6121463517192749 0.495566576020816 2.714442500611784 0.91012982791289676 0.91578787565231312 3.7515722112730137 0.31057120859622944 0.73585816472770638 1.0306764737470224 0.7432839968241759 3.1543942241696641 1.3152324112597851 0.6274324321420045 0.66903112875298931 0.71079180156810551 3.4569390194956204 0.62246776651591051 1.2660747375339267 0.89213035162538323 0.43458888400346041 0.63021031534299243 4.2537201715167603
leaf_count=6 15 267 117 44 183 184 108 159 208 22 67 19 19 111 5 10 95 27 70 97 37 85 16 729 27 30 27 6 38 293
internal_value=0 -0.000219104 -0.000142822 0.000477381 -0.00020908 -0.000173134 -0.000121566 -8.21184e-05 -2.66187e-05 4.67234e-05 9.43524e-05 0.000128369 0.000479978 0.000660581 -0.00065673 -3.10301e-06 -0.000115931 -0.00018228 -0.000105274 -0.000318307 -0.000136364 -1.3765e-05 0.000173779 -0.000901292 0.000380266 0.000578434 0.000199825 -0.000366003 -0.000879436 0.000646177
internal_weight=0 36.2638 32.6167 5.77044 29.9653 28.9308 27.0563 26.1089 24.4861 21.9332 20.9895 20.4939 5.57749 4.6617 2.55293 14.9164 12.202 11.4661 10.7228 7.56843 6.25319 5.62576 4.59508 3.64718 3.88429 3.26183 1.99575 1.10362 2.24236 5.2237
internal_count=3121 2769 2034 352 1917 1734 1467 1283 1124 873 765 743 149 130 251 594 527 517 490 420 323 286 191 735 175 148 118 91 246 337
is_linear=0
shrinkage=0.00119551


Tree=321
num_leaves=31
num_cat=0
split_feature=12 1 3 49 160 43 43 3 52 2 4 1 12 4 3 2 403 13 133 3 2 3 160 49 457 2 48 44 43 43
split_gain=1.63102 1.15989 0.815313 0.749396 0.776317 0.677067 0.851059 0.755875 0.652463 0.640251 0.62912 0.609446 0.600942 0.780623 0.564169 0.597272 0.63745 0.659607 0.509027 0.62371 0.503984 0.537546 0.4584 0.438193 0.433574 0.428707 0.486628 0.41925 0.379185 0.523018
threshold=0.082095000000000015 0.12958500000000003 0.10732000000000001 -0.047584999999999995 -0.067824999999999983 -0.043144999999999996 -0.25681499999999996 0.31299000000000005 -0.087284999999999988 0.10855000000000002 0.50822500000000004 1.0000000180025095e-35 0.092355000000000007 -0.51843499999999987 -0.078934999999999991 0.088225000000000012 0.07955000000000001 -0.10664 -0.080849999999999991 -0.016324999999999996 0.11215000000000001 0.090900000000000009 -1.0000000180025095e-35 -0.009244999999999998 0.082380000000000009 0.116525 0.12370000000000002 0.097195000000000017 -0.084004999999999982 -0.084154999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 3 4 -2 6 -1 8 9 -7 12 -8 14 -14 15 28 17 -17 -10 -20 21 23 -16 -21 -23 -22 -27 -9 29 -5
right_child=1 -3 -4 10 -6 7 11 27 18 -11 -12 -13 13 -15 22 16 -18 -19 19 20 25 24 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=-0.0004186433252446865 -0.0015342840846797226 0.0010030669018057331 0.00057599409845544229 -0.00090959355425137471 0.00038128845193177713 -0.0015490795139885666 -0.00014061766245593288 0.0015358367809323267 -0.0010397876899698772 0.00014328892393050002 0.00097672511943386222 0.0012570540308475527 0.0011687734027916587 -0.0013163305468734646 -0.0015101741216539356 0.00079147628940901232 0.0011821342832186877 -0.0011320659795014466 0.0012437662796502768 -0.0010951263572905258 -0.0012476662391666627 0.00013767651771495407 0.00059762135600961307 0.00019015637617190621 0.0012444132066526037 0.00074724047256424764 -0.00075591914038645146 -0.00068247571278350972 -0.0015174215331825005 0.0017539506101867939
leaf_weight=1.3054677946493027 0.57469745725393329 1.2090523315127928 1.4291186747141171 1.0406064139679072 2.690160960541113 1.2253361972980195 0.88364673568867402 1.0282536991871882 0.86964075523428341 0.84565972047857929 0.45509572792798358 3.3289508556481451 0.29880851320922364 5.3206975783687085 0.27828940318431694 0.55019734287634547 0.57623226079158474 1.4521770861465484 1.0511267762631149 0.85293832840397987 1.0471434467472138 1.5632837684825065 1.3573125933762593 1.9535541159566507 1.6064802622422574 0.8979854539502411 1.0407523680478332 0.23411225900053967 2.2631468530744314 0.19610550091602386
leaf_count=41 66 59 20 181 91 85 32 98 51 24 18 251 5 790 61 19 23 253 53 21 18 48 60 45 34 41 28 8 592 5
internal_value=0 -0.000416586 -0.000509453 -0.000600416 4.40994e-05 0.000192003 0.000636797 1.93551e-05 -8.8336e-05 -0.000858027 -0.000753023 0.000963874 -0.000812062 -0.00118419 -0.000540977 -0.000750852 -0.000204493 -0.00060353 5.81346e-05 0.000153488 2.56143e-05 0.000276387 0.000238991 -0.000200462 0.000698586 -0.000476308 -5.9685e-05 0.00112444 -0.00115339 -0.000487235
internal_weight=0 19.6917 18.4826 17.0535 3.26486 19.7343 5.51807 14.2163 12.9539 2.071 13.7887 4.2126 13.3336 5.61951 7.71407 6.07847 2.57861 2.00237 10.8829 10.0133 8.96214 5.97626 1.6356 2.80649 3.16976 2.98588 1.93874 1.26237 3.49986 1.23671
internal_count=3121 2243 2184 2164 157 878 324 554 448 109 2007 283 1989 795 1194 1073 295 272 339 288 235 148 121 66 82 87 69 106 778 186
is_linear=0
shrinkage=0.00149608


Tree=322
num_leaves=31
num_cat=0
split_feature=1 0 150 15 4 52 39 16 50 3 1 4 1 51 403 1429 16 15 12 42 15 393 151 1375 1 12 0 150 12 15
split_gain=1.71918 0.91547 0.847847 0.719196 0.65045 0.715377 0.618626 0.665024 0.613469 0.582103 0.446446 0.56619 0.528169 0.48172 0.605545 0.751807 0.437701 0.432778 0.587855 0.672114 0.512643 0.561095 0.394908 0.3563 0.342027 0.33826 0.634047 0.325681 0.324876 0.369492
threshold=0.094385000000000011 0.024095000000000002 0.080470000000000014 -0.24436499999999997 -0.49405499999999997 0.10347000000000002 0.16946000000000003 0.071345000000000006 0.11843500000000001 0.090900000000000009 1.0000000180025095e-35 0.053180000000000012 0.090540000000000023 0.067785000000000012 0.03138500000000001 0.084770000000000012 -0.27167499999999994 0.083935000000000023 0.091840000000000019 0.091295000000000015 0.084050000000000014 0.087760000000000019 -0.024429999999999997 -0.43996499999999994 0.12873500000000002 0.090995000000000006 -0.10607499999999999 -1.0000000180025095e-35 0.090545000000000014 0.035560000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 9 3 8 5 -3 7 16 -2 10 17 12 13 14 15 -12 27 -1 19 20 -19 -22 -11 -4 -9 -18 -27 -5 29 -25
right_child=2 4 23 6 -6 -7 -8 24 -10 22 11 -13 -14 -15 -16 -17 25 18 -20 -21 21 -23 -24 28 -26 26 -28 -29 -30 -31
leaf_value=-0.0012847844172786871 0.0010737402401899379 -0.0013269507261500957 -0.00063298426461031224 -0.001409500386144487 0.00083017105353458832 0.00063367957540729381 0.0017020471478878562 -0.0015653611886252553 -0.00084436428626175823 0.0010691495304504383 -0.0015758278016701998 0.00068771279538930091 -0.0014624686431122889 0.00058740161732001789 0.0005950285146064647 0.0013710321901943012 0.00062556078729132138 0.0016248073770255391 -0.0015708568568720824 0.0010644916010110318 -0.0014138335922290984 0.00074259895797382182 -0.00029756718480056644 0.0014995822940315302 -0.00032729796279176124 0.00074191108358040263 -0.0013854171544330557 -0.00014784868787137229 6.175605452600987e-05 -8.6753783531740873e-05
leaf_weight=4.0499043879099208 2.3710841324646021 0.96605061157606564 0.32555180136114392 0.67729462217539582 2.1514116707257918 0.81586069706827402 0.41587743256241161 1.1069753860356288 0.47584353759884823 0.74177277646958861 1.4474330050870783 0.99626758322119702 1.2227393561042843 1.0493079518200827 0.64939284021966148 0.23986506136134256 2.8207316880580029 0.20743086910806674 0.97971952951047558 0.7480885958066209 1.3158817185321821 0.36669975274708111 1.557689370587467 2.4628041636897251 1.0181314796209333 0.66892336215823889 0.6630852570524437 1.724435092881319 0.64219212485477317 0.40659517818130542
leaf_count=837 208 55 5 21 62 17 10 153 20 11 212 28 134 53 34 8 118 11 235 54 344 34 49 168 22 11 105 48 36 18
internal_value=0 -0.000404946 0.000279476 7.69115e-05 0.000259611 -0.000429262 -0.000134753 -0.000222762 0.000753143 -0.000572803 -0.000696869 -0.000366162 -0.000593978 -0.000280352 -0.000670022 -0.0011569 2.02257e-05 -0.000938611 -0.000551093 -0.000172381 -0.000661949 -0.000943863 0.000143316 0.00090992 -0.000972209 0.000323201 -0.000317091 -0.000503638 0.00105296 0.0012748
internal_weight=0 19.5055 15.7795 11.9424 3.93332 1.78191 9.09545 8.67958 2.84693 15.5722 13.2727 5.60501 4.60874 3.386 2.33669 1.6873 6.55447 7.66772 3.61782 2.6381 1.89001 1.68258 2.29946 3.83714 2.12511 4.15274 1.33201 2.40173 3.51159 2.8694
internal_count=3121 2178 943 716 134 72 488 478 228 2044 1984 469 441 307 254 220 303 1515 678 443 389 378 60 227 175 234 116 69 222 186
is_linear=0
shrinkage=0.00154168


Tree=323
num_leaves=31
num_cat=0
split_feature=1 150 4 39 3 4 43 3 3 1186 47 4 47 50 44 43 40 150 9 15 403 133 150 48 1373 157 1 3 2 457
split_gain=1.61898 0.95903 0.86704 0.741903 0.990064 0.70082 0.693448 0.6923 0.627269 0.632437 0.597585 0.594262 0.913546 0.809031 0.501096 0.491998 0.418423 0.412764 0.400813 0.39484 0.568895 0.571663 0.468383 0.809189 0.431732 0.420098 0.39373 0.517083 0.41529 0.385438
threshold=0.094385000000000011 0.080470000000000014 -0.15764999999999998 0.085220000000000004 0.31299000000000005 -0.49405499999999997 -0.45785999999999999 0.090900000000000009 -0.20241999999999996 0.085175000000000015 0.088195000000000009 -0.029144999999999997 0.13148500000000005 0.10987000000000001 0.13740500000000003 0.0034250000000000005 -1.0000000180025095e-35 0.13529000000000005 0.091600000000000015 -0.0040799999999999994 -1.0000000180025095e-35 0.076280000000000014 0.08486500000000001 0.092680000000000026 0.10355500000000002 -0.08107499999999998 0.10752500000000002 0.11924500000000002 0.10045500000000002 0.082380000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 4 11 6 -1 8 -4 18 -5 14 13 26 -2 -11 -8 -3 19 22 25 -22 24 -24 -10 -21 28 -28 -13 -9
right_child=1 17 7 10 -6 -7 16 29 9 15 -12 12 -14 -15 -16 -17 -18 -19 -20 20 21 -23 23 -25 -26 -27 27 -29 -30 -31
leaf_value=0.0010299219554247778 -0.0014059776304262163 0.0014058523637819722 0.0012291457933348699 0.0018725630801786008 0.0019231175786756291 0.00089481433266448522 0.0002188438544558446 -0.00035439812042737344 -0.0018870261381068224 -0.00098172260574923699 0.0001046375456104471 -0.00094488662438141043 -0.0016840650754221074 -0.0017149091171807915 0.0011178426582675659 0.0018845601925830881 -0.002009171548587564 2.8497165998434564e-05 0.00070324035067667742 0.0019764943888830413 -0.00093291893121553787 0.00035231512924484 -0.0012252734938498931 0.0018325509956495744 0.0019871791850909429 -0.0018876204399668757 0.0011490822250513199 -0.00043630578164878639 0.0006996375601401371 0.0011996673039940948
leaf_weight=0.63966852426528964 2.2388693512184541 3.1349366991780689 0.5031403591856386 1.2498081966768944 0.7389469272457071 2.5574540621601072 0.42487051896750938 1.3597613594029092 3.8116366128670065 0.36354339402169067 1.4292045277543364 1.2258328408934187 1.0450859349220989 0.69642188330180932 0.31265581771731366 0.49076732667163014 0.95391661196481403 1.0010356227867303 0.46886031888425428 0.10426694899797406 3.0791916111484099 1.9848478384083135 1.7251801034435632 0.36578762484714378 0.10302016371861089 1.6633157819742346 2.9586645136587326 0.94708378519862879 0.95090402662754048 0.94219866022467602
leaf_count=9 205 204 14 127 72 68 8 37 744 43 42 42 27 42 6 8 65 23 10 2 345 116 143 8 2 541 108 19 26 15
internal_value=0 0.000283763 -0.000475836 4.72635e-05 -0.000165367 0.000245558 -0.000577071 -0.000670409 -0.000819874 -0.000892678 0.000929407 -0.000314109 -5.8889e-05 0.00019166 -0.00109672 0.000664842 -0.00132261 0.00107249 -0.000992678 -0.00105462 -0.000747549 -0.000429172 -0.00140392 -0.000690347 -0.00178507 -0.00165968 0.000409955 0.00076465 -0.000226479 0.000281685
internal_weight=0 17.9295 21.5414 13.7935 11.1145 4.57591 2.01846 16.9655 14.6636 14.1604 2.67901 10.3755 7.82399 6.77891 2.55153 0.854311 1.37879 4.13597 13.3061 12.8372 6.83162 5.06404 6.00562 2.09097 3.91466 1.76758 6.08249 3.90575 2.17674 2.30196
internal_count=3121 943 2178 716 547 150 82 2028 1976 1962 169 475 264 237 211 51 73 227 1911 1901 1004 461 897 151 746 543 195 127 68 52
is_linear=0
shrinkage=0.00186744


Tree=324
num_leaves=31
num_cat=0
split_feature=1 484 150 1374 0 1375 1374 1446 2 0 4 52 128 0 40 16 52 1 42 52 1374 160 457 3 474 4 159 16 15 42
split_gain=0.278772 0.336525 0.333686 0.299202 0.282832 0.254364 0.269302 0.23488 0.249835 0.232847 0.275913 0.378435 0.225042 0.261352 0.296039 0.363421 0.258261 0.247681 0.27447 0.220156 0.215743 0.276114 0.24107 0.306689 0.209149 0.266772 0.202644 0.200728 0.208228 0.185275
threshold=0.094385000000000011 -0.0068949999999999992 0.080470000000000014 -0.094929999999999987 -0.23091999999999999 -0.43996499999999994 0.093750000000000014 0.091555000000000011 0.14753000000000002 -0.060129999999999996 -0.49405499999999997 0.10347000000000002 0.11596500000000001 -0.20211999999999997 0.051255000000000002 -0.056919999999999991 0.008405000000000001 0.122185 0.09858500000000002 0.11434500000000002 -1.0000000180025095e-35 -0.089974999999999986 -1.0000000180025095e-35 0.086245000000000016 -1.0000000180025095e-35 0.50500500000000004 0.092630000000000018 -0.27167499999999994 -0.12255999999999999 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 7 -3 -5 -4 -7 8 12 20 11 -11 13 -2 15 17 24 18 27 26 -6 -22 -23 29 -17 -26 -12 28 -15 -24
right_child=2 3 5 4 9 6 -8 -9 -10 10 19 -13 -14 14 -16 16 -18 -19 -20 -21 21 22 23 -25 25 -27 -28 -29 -30 -31
leaf_value=-0.0034667996793384575 -0.0017508097472682459 -0.0035932907905129462 -0.0017056048239734339 0.0027386484819716859 0.0030721804743107741 0.0025135099005288973 -0.0021549653584899747 -0.0034236628063609859 0.0028464071559319826 -0.0028877988958124828 0.002386393615047837 0.0011715235324926414 -0.003568220046464021 0.0018383956604294482 0.0032062578972953028 -0.0036939384716534848 -0.003532629774764286 0.0030842522374530819 -0.0027604305467807339 -0.0014403243431504371 -0.0034768372348324135 -0.0035183423161273199 -0.0015253188137870047 0.0016939946607412361 -0.00053010932867711533 0.0034893662748798232 -0.00088867217494059876 0.0025205120362479161 -0.0014874815234436711 -9.9614115239802617e-05
leaf_weight=0.42959082167362694 0.80387261766008933 0.32561170600820055 0.23931509914109472 0.35744707752018889 0.16747358255087785 1.5278942153672685 0.16038309293799091 0.23016513863694843 0.36671520647360001 0.56182079477002866 1.2208573026873715 0.51898110460024327 0.20830074223340478 0.39379038068000227 0.39414626761572424 0.19763121794676441 0.36568053453811433 0.53892259593703773 0.26858826971147198 0.29696317465277378 0.44189324663602469 0.32446365716168379 2.1201923998887731 0.6664715870283543 1.353499158285558 0.22640974493697275 0.27123260661028314 0.60837407124927201 0.5043336960952729 2.1631162914563902
leaf_count=397 46 38 5 19 8 212 10 28 73 43 101 18 30 28 30 57 50 85 37 31 259 62 655 18 146 37 14 50 19 515
internal_value=0 -0.0005001 0.000349788 -0.000365043 -0.00024967 0.00160126 0.00207001 -2.36126e-05 0.000101996 -0.000371698 0.000428683 -0.000938587 -6.96439e-05 5.92198e-05 0.000359142 0.000107375 -0.000909532 0.00104923 0.000431388 0.00125468 -0.000762101 -0.000874439 -0.000656401 -0.000468798 -0.000369901 4.59039e-05 0.00179105 0.00100045 -2.92215e-05 -0.000805323
internal_weight=0 9.86612 8.38802 9.43652 9.11091 1.92759 1.68828 6.46043 6.23026 8.75347 2.86985 1.0808 5.86355 5.65525 4.85138 4.45723 2.14322 2.31401 1.77509 1.78905 5.88361 5.71614 5.27424 4.94978 1.77754 1.57991 1.49209 1.5065 0.898124 4.28331
internal_count=3121 2178 943 1781 1743 227 222 716 688 1724 207 61 615 585 539 509 290 219 134 146 1517 1509 1250 1188 240 183 115 97 47 1170
is_linear=0
shrinkage=0.00342736


Tree=325
num_leaves=31
num_cat=0
split_feature=12 1 49 50 50 2 4 402 132 133 13 448 15 47 124 147 151 51 52 0 160 12 3 12 3 52 49 0 403 42
split_gain=0.269338 0.398656 0.300755 0.278029 0.29206 0.2919 0.360323 0.304647 0.247751 0.303867 0.436175 0.42456 0.304427 0.3085 0.27818 0.238758 0.24576 0.226705 0.217744 0.238928 0.192516 0.185563 0.351878 0.306385 0.382845 0.221216 0.203863 0.198047 0.18744 0.260701
threshold=0.084100000000000022 0.13021500000000003 -0.24768999999999997 0.10647500000000001 0.10030500000000002 0.086590000000000014 0.23246000000000003 -0.46900499999999995 0.081465000000000024 -0.065894999999999981 -0.0021749999999999994 -0.081729999999999983 0.035560000000000008 0.096175000000000024 -0.53285499999999997 0.087350000000000025 -0.086654999999999982 -0.070629999999999984 -0.0064899999999999992 -0.14454499999999995 -0.26568499999999995 0.10832500000000002 0.10732000000000001 0.092355000000000007 -0.11255999999999998 0.15915500000000002 -0.081604999999999997 0.18019500000000002 0.07955000000000001 0.088060000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 -1 4 5 6 7 -2 9 -4 11 -11 13 15 -13 16 -12 -7 -18 -20 -16 22 23 25 -25 26 -19 -23 29 -28
right_child=1 -3 8 -5 -6 17 -8 -9 -10 10 12 14 -14 -15 20 -17 18 21 19 -21 -22 27 -24 24 -26 -27 28 -29 -30 -31
leaf_value=-0.0027460119647518075 0.0024574404006341153 0.0019989122243156514 -0.0019616359862557344 -0.0030581956364660388 0.0027465565644214218 -0.0027132819899085233 -8.1063294196707854e-05 -0.0028144564002482147 0.0019609470278377475 -0.0030154137336547517 0.0020094326222650253 -0.003340599908984547 -0.0022513996742937106 -0.0014668470119269612 -0.0031120352695839805 0.0029122722288528287 -0.00080016857990485404 0.0026024491589225606 0.002251470598860788 -7.4112889977406344e-05 0.0023896198543832 -0.0026413555247413027 0.0029350234376327791 0.00055513143111660763 -0.0031087101129185987 -0.0030578377871315946 -0.0020986491718705987 0.0022956654818470307 0.0020212767727047238 0.0010636680231976274
leaf_weight=0.29714380530640383 0.10792344878427695 0.54043986473698158 0.5588618968613418 0.42611541670339637 0.23777205278747704 0.29864903652924191 0.99849680077750225 1.3715078410023116 0.78947984281694594 0.17120842967414884 0.62871086550876487 0.086471676826474497 0.5323950009769759 0.90667733317241062 0.060053221983250249 0.33646259643137444 1.7505125730240252 0.47319811669876966 0.60092394275125127 1.225743984396108 1.7444605336495502 0.39831270459399082 0.39855230739340175 0.48617683595512062 0.56035995973797958 0.13907119919895183 0.45113987798685984 0.091132821515202522 0.40541092815692537 0.50354283401975408
leaf_count=21 11 57 92 238 35 210 35 683 105 8 28 1 48 59 23 39 107 24 25 66 417 114 13 56 229 51 188 4 46 88
internal_value=0 -0.000505417 0.000246515 -0.000689624 -0.0005438 -0.000660858 -0.00148341 -0.00242988 0.000341193 0.000192542 0.000342212 0.00154039 -7.08784e-05 0.000142168 0.00195287 0.000463336 0.000267426 -0.000176209 -3.87417e-05 0.000690941 0.00220653 1.77285e-05 0.000266906 -8.53364e-05 -0.00140664 0.00061575 0.000894424 -0.0017221 0.000300175 -0.0004307
internal_weight=0 7.8878 9.68911 7.34736 6.92125 6.68347 2.47793 1.47943 9.39196 8.60248 8.04362 2.06219 5.98143 5.44903 1.89099 4.54235 4.20589 4.20555 3.57718 1.82667 1.80451 3.9069 3.41745 3.0189 1.04654 1.97236 1.83329 0.489446 1.36009 0.954683
internal_count=3121 2082 1039 2025 1787 1752 729 694 1018 913 821 449 372 324 441 265 226 1023 198 91 440 813 695 682 285 397 346 118 322 276
is_linear=0
shrinkage=0.00302119


Tree=326
num_leaves=31
num_cat=0
split_feature=1 47 50 12 50 4 48 401 484 1212 51 14 132 129 454 123 3 2 3 15 403 52 14 9 51 1 160 159 1 151
split_gain=1.20892 0.696531 0.614791 0.56744 0.667016 0.672889 0.792097 0.565184 0.569615 0.547456 0.515808 0.502376 0.52819 0.492863 0.445441 0.490654 0.499104 0.494417 0.583732 0.742194 0.652772 0.541269 0.44525 0.426131 0.41499 0.385848 0.417143 0.385184 0.380552 0.363463
threshold=0.10060500000000001 0.087885000000000019 0.088425000000000017 -1.0000000180025095e-35 0.11610000000000001 -0.033174999999999989 0.12879500000000002 0.083100000000000021 -0.0068949999999999992 -0.47073499999999996 -0.10748999999999999 0.062655000000000016 -1.0000000180025095e-35 0.093925000000000008 -1.0000000180025095e-35 1.0000000180025095e-35 -0.11255999999999998 0.10699500000000002 0.013900000000000001 0.040760000000000005 -1.0000000180025095e-35 0.091820000000000013 -0.46885499999999997 0.091600000000000015 0.087505000000000013 0.095285000000000022 0.092865000000000017 0.083335000000000006 0.10781 0.11265500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 7 29 5 27 22 8 -1 -4 -10 12 -12 14 -14 16 -16 18 19 23 -21 -22 -7 25 -20 26 -18 -5 -3 -2
right_child=1 28 9 4 -6 6 -8 -9 10 -11 11 -13 13 -15 15 -17 17 -19 24 20 21 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0016026924408965592 0.0018362688317501146 -0.0014665541331760129 0.0016381123342162479 -0.0009817200636186409 -0.0018709241752048905 -0.00055131409357641204 -0.0010668780519133205 -0.0017409944216641301 -0.0018287361504696377 -0.0017316391391523631 -0.0014340499030991798 -0.001856743131977804 -0.0018939630936346621 -0.0018466609206686706 0.00069521840053003562 0.0014041976202360763 -0.0018683675107271488 -0.0014643120196950682 0.00092370022303629555 -0.0018074039891740972 0.001168092709391988 -0.00076113870838714816 0.0013228584347337593 0.00083950151371239953 -0.00039924498819467777 0.0010585089972041685 0.00010574436267547626 0.0013484215028914091 -3.6799217711718131e-05 -0.0008170040501846419
leaf_weight=0.93233436014270665 1.5123323230072845 0.71535487356595595 0.17334682634100307 1.2096384906908486 0.40280439890921105 0.46159421093761821 0.61548196803778399 0.84350259252823789 0.57805738656316563 1.616248246631584 0.83581976301503225 0.51014177489560175 0.35683569894172862 0.43749163846951056 3.0484854225069347 0.9377654686104514 1.8700643195770443 0.83512048434931863 2.6330287344753747 0.41513405187288066 1.7299537804210587 0.64954912080429483 3.8023270319681624 0.34806559607386578 1.0881720064207909 0.20854921056888986 0.42693456832785148 0.28455824125558127 3.9014848922379315 0.18855621642433096
leaf_count=273 223 32 6 96 25 10 11 197 129 441 198 40 31 77 85 49 240 64 52 200 73 106 197 9 23 6 36 11 168 13
internal_value=0 0.000304846 -0.000396251 0.00061156 0.000377984 0.000520113 0.000844122 -0.000299614 -0.000231469 -0.00140523 -0.000155863 -9.66499e-05 -3.98963e-05 3.78648e-05 9.45381e-05 0.00014454 5.54086e-05 -0.000135726 -1.73065e-05 -0.00038239 0.000277687 0.000641457 0.00111997 -0.00102882 0.000536838 -0.00128837 -0.00150145 -0.000537963 -0.000258332 0.00154213
internal_weight=0 13.0941 20.4746 8.47729 6.7764 6.3736 4.8794 18.685 17.8415 1.7896 16.9092 16.3311 15.821 14.9852 14.5477 14.1908 13.2531 10.2046 9.36945 5.64825 2.79464 2.3795 4.26392 2.85361 3.7212 2.50555 2.297 1.4942 4.61684 1.70089
internal_count=3121 786 2335 586 350 325 218 1888 1691 447 1418 1289 1249 1051 974 943 894 809 745 670 379 179 207 291 75 282 276 107 200 236
is_linear=0
shrinkage=0.00180201


Tree=327
num_leaves=31
num_cat=0
split_feature=1213 156 15 475 403 124 38 483 3 456 151 1348 132 42 33 47 9 43 52 12 151 51 52 52 16 133 133 43 4 13
split_gain=0.260164 0.246674 0.23897 0.234346 0.231977 0.256062 0.448336 0.335276 0.313116 0.280973 0.260106 0.280397 0.251356 0.31397 0.338891 0.336145 0.309839 0.258385 0.237237 0.388418 0.469159 0.250459 0.247309 0.259622 0.234917 0.200512 0.191002 0.209789 0.298771 0.190888
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.47308999999999996 -0.086004999999999984 -0.083259999999999987 -0.043384999999999993 0.10386000000000002 0.088070000000000009 0.30112000000000005 0.090775000000000008 -0.5145249999999999 0.089175000000000018 0.079970000000000013 -1.0000000180025095e-35 -0.0066799999999999993 0.11518500000000002 0.088235000000000022 -0.080324999999999994 -0.089199999999999988 0.10345000000000001 0.08357500000000001 -0.09193999999999998 -0.081429999999999989 -0.080114999999999978 -0.5224049999999999 0.15630500000000003 0.10722500000000001 -0.27207999999999993 -0.51843499999999987 -0.15416999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 -1 29 6 -6 8 9 10 -7 12 13 15 -15 24 18 -14 19 20 -16 -20 -23 -24 -12 -26 27 -25 -29 -4
right_child=1 2 4 -5 5 7 -8 -9 -10 -11 11 -13 17 14 16 -17 -18 -19 21 -21 -22 22 23 26 25 -27 -28 28 -30 -31
leaf_value=0.0034681607282293558 -0.0034193273300625535 0.0034486079146889945 0.0022736764810019901 -0.0030525351739359437 0.0021786441061202367 -0.0034675662854599196 -0.0035846068141433336 -0.0025448856257341101 0.0034367039831086701 -0.0032570931238108925 0.0032889077642273439 0.0034576388278361432 0.002604277435365458 -0.0035404724011254473 -0.0034342493379121326 0.0013812500324422957 0.0034578948598501928 -0.001625714275555215 -0.003442666574812861 0.0022349822211128931 0.0018735397822277537 0.0025704431777203349 -0.0034908522738410636 0.003093249494970841 -0.0033049277823237492 0.0015413347243700048 -0.0023952474986984038 -0.0037266745894627387 0.00046595132005684717 -0.0032867047255229634
leaf_weight=0.072450540959835052 0.24355605887831444 0.23381176585099339 0.086747495573945343 0.53899144595198123 1.2240325054444881 0.24217971065081556 0.17932533170096565 0.61286881842534136 0.30543531710282046 0.30904891664977263 0.077979972469620296 0.28078527870820913 0.76216019067214802 0.28804725583176072 0.81430429464671739 0.34857551369350392 0.32807969872374165 0.21440900181187394 0.20016159309306658 0.29527262446936209 0.25290212850086391 0.5708755736995953 0.20953826745972026 0.33560494217090298 0.99694455775897839 0.10982737597078085 0.28086682516732242 0.20346806221641323 6.1512757983582471 0.40817754760792624
leaf_count=4 162 95 6 487 188 35 11 190 78 54 3 24 69 18 252 12 22 41 69 21 13 33 8 12 310 3 54 9 486 352
internal_value=0 -1.88137e-05 3.19264e-05 -0.00227989 -1.77265e-05 5.50933e-05 0.0014422 -8.20822e-05 2.90832e-05 -4.93363e-05 2.71378e-05 9.36688e-05 1.77419e-05 -0.000123485 9.78828e-05 -0.00155714 0.000206572 0.00167557 9.20495e-05 -0.0012204 -0.00217643 0.000316928 0.000414008 0.00024257 -0.00242167 -0.00282402 0.000354787 0.000470236 0.000331711 -0.00231211
internal_weight=0 16.5663 16.3227 0.611442 16.0889 15.594 1.40336 14.1906 13.5777 13.2723 12.9633 12.7211 12.4403 11.4637 9.9304 1.53333 9.64235 0.976569 9.31427 1.36248 1.06721 7.95179 7.75163 7.18075 1.18475 1.10677 6.97122 6.69035 6.35474 0.494925
internal_count=3121 2630 2468 491 2373 2015 199 1816 1626 1548 1494 1459 1435 1325 997 328 979 110 957 286 265 671 602 569 316 313 561 507 495 358
is_linear=0
shrinkage=0.00340407


Tree=328
num_leaves=31
num_cat=0
split_feature=1 0 150 12 3 47 47 4 151 150 51 4 52 2 9 15 403 4 159 12 3 12 0 4 16 0 16 14 47 51
split_gain=2.28042 1.17383 1.01421 0.77074 0.737932 0.736868 0.80646 0.690372 0.839095 0.647445 0.581536 0.554484 0.95057 0.838396 0.47823 0.545018 0.652397 0.544968 0.43909 0.704841 0.431722 0.641668 0.544695 0.522891 0.568061 0.44657 0.486375 0.424377 0.509827 0.412638
threshold=0.094385000000000011 -0.060129999999999996 0.080470000000000014 -1.0000000180025095e-35 0.090900000000000009 0.090100000000000013 0.10980000000000002 0.23246000000000003 -0.0096649999999999982 -0.088794999999999985 0.086310000000000012 -0.49405499999999997 0.10347000000000002 0.12437500000000001 0.091600000000000015 -0.0063699999999999989 -1.0000000180025095e-35 0.40124500000000002 0.092630000000000018 0.092355000000000007 -0.084074999999999997 0.091930000000000012 -0.077999999999999986 0.0061450000000000003 -0.083539999999999989 -0.084269999999999984 -0.14771999999999999 -0.46885499999999997 0.10843500000000002 0.045645000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 5 14 -2 -7 9 -9 -5 -11 12 -3 18 15 17 -17 29 19 -13 22 23 -18 24 25 26 -22 -10 -29 -1
right_child=2 11 -4 7 -6 6 -8 8 27 10 -12 13 -14 -15 -16 16 20 -19 -20 -21 21 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=-0.0012617222906513995 0.0011689706194463927 -0.0012122131821413391 0.0007907578091227676 0.0010727789101182541 0.00012968889409754162 -0.0011495532937490893 0.0006950914848196805 -0.00099045963816577409 -0.00040813651442652918 -0.00093582546512996617 1.8261172437104709e-05 0.0014091061685298318 0.00056157627605525043 -0.0010077110370903036 0.00065481748307248482 -0.0012046208197288237 -0.0012331902324392899 0.0013902436751351654 -0.00026809149691139596 5.3428524494516938e-06 0.0011457152296121291 -0.0013700782795664649 0.00013704864486210747 0.0011251008291154356 -0.00082539491344731889 0.0013167742250502891 -0.0013565967965933324 0.00099396267187427164 -9.0661240831931483e-05 -0.00045214140807324428
leaf_weight=4.8438096416648504 1.8676926824264239 1.2300622127950194 4.3870823588222256 0.44738873746246088 2.2487032138742498 0.68757604807615269 1.0626576016657052 0.8411341132596134 0.81249897275120009 3.15072692243848 1.7504562516696749 1.7100550609175114 0.93793222890235473 0.64093844103626896 0.45252656377852041 1.7216998498188365 1.403810531832278 0.16183534264564503 0.7296538627706467 0.99756673234514881 0.2333162147551775 0.50654155993834127 0.80347083078231651 0.8525248453952371 1.0180043382570123 0.60968448221683569 0.33081271639093757 2.4429879994131629 1.1102759419009087 1.4382046296959741
leaf_count=726 171 64 227 13 48 16 35 21 17 258 75 35 18 62 9 540 174 4 20 49 3 85 46 13 90 18 47 90 20 127
internal_value=0 -0.000393008 0.000233123 6.05191e-05 -0.000577304 0.000589154 -2.95738e-05 -0.000120673 0.000223331 -0.000455564 -0.000595074 9.75163e-05 -0.000444825 0.000385827 -0.00068789 -0.000731529 -0.000487813 -0.00101443 0.000645676 0.000891919 -0.000273486 1.30307e-05 -0.000734411 0.000243163 -9.98734e-05 0.000529344 -0.000321674 0.000457187 0.000655054 -0.00107638
internal_weight=0 22.8712 18.5605 14.1734 16.6249 3.61793 1.75023 10.5555 5.2069 5.34857 4.90118 6.24621 2.16799 4.07821 14.3762 13.9237 7.47987 6.44385 3.43728 2.70762 5.75817 3.55088 2.20728 3.04434 2.19182 1.17381 0.564129 4.36576 3.55326 6.28201
internal_count=3121 2178 943 716 1930 222 51 494 148 346 333 248 82 166 1882 1873 1016 857 104 84 476 256 220 171 158 68 50 127 110 853
is_linear=0
shrinkage=0.00132718


Tree=329
num_leaves=31
num_cat=0
split_feature=1 0 0 43 14 47 4 12 50 4 151 43 0 49 1 16 403 403 43 16 14 48 40 1212 1374 47 42 2 150 16
split_gain=1.0562 0.625508 0.636521 0.672333 0.580771 0.56437 0.557718 0.551342 0.63696 0.661664 0.665718 0.539079 0.613168 0.62512 0.534624 0.619564 0.495841 0.496286 0.464763 0.398392 0.395349 0.394177 0.389894 0.369352 0.365753 0.379569 0.352543 0.306444 0.305422 0.426537
threshold=0.10060500000000001 0.041630000000000007 -0.10011499999999998 -0.083134999999999987 0.062655000000000016 0.087885000000000019 -0.49405499999999997 -1.0000000180025095e-35 0.11610000000000001 -0.033174999999999989 -0.40381499999999992 -0.084794999999999995 -0.077999999999999986 -0.42399999999999993 1.0000000180025095e-35 -0.51370499999999997 0.092070000000000013 0.097240000000000007 -0.45785999999999999 -0.52595999999999987 -0.46885499999999997 0.12879500000000002 -1.0000000180025095e-35 -0.50120999999999993 -0.094929999999999987 0.078875000000000015 -0.095859999999999987 0.073895000000000002 -1.0000000180025095e-35 -0.061854999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 11 14 7 18 -2 9 -9 -11 12 13 -4 15 -1 19 -18 -3 -5 -12 -22 -20 -19 -16 -26 -14 -17 -7 -30
right_child=5 6 3 16 -6 28 -8 8 -10 10 20 -13 26 -15 24 27 17 23 22 -21 21 -23 -24 -25 25 -27 -28 -29 29 -31
leaf_value=0.0010125532819733832 0.0013878354038621618 0.00080900734238583023 0.00094419015239385429 0.0012187175985375477 -0.0016357583411694193 -0.001423774793778902 0.00083859716572546054 -0.00057118019339843487 -0.0016657194067450567 -0.001563564293309352 -0.00053405912031109152 0.0011871182334758238 -0.0016244826531970466 -0.0016221077528280183 -0.00079687069333287948 0.00097605952469801294 0.0017643089394108304 0.00083544025536994926 0.00032103280031647321 -0.0014924708316548794 0.0012521541926673921 -0.00039143355670260063 -0.0017177704103978416 -0.0016246676817841467 0.00085321618390938377 -0.00029190765125095724 0.00063584034116459965 -0.001525970725417135 0.00039494086404447126 -0.00068738362174242595
leaf_weight=0.4053396095987406 1.5357725555077193 0.51954560726881016 0.29667388834059294 0.14426793670281934 0.58113641419913609 0.46278652665205289 1.9593725019367401 1.2732988005736832 0.39025820977985848 0.30145061574876297 0.44124534912407387 0.57186837808694857 0.20930595317622658 1.3619719823473131 0.61970927193760861 0.14086866192519942 0.26191039010882367 0.23333665204700083 0.36199607187882055 3.8853373382589762 3.3526945322519164 0.4215906262397765 0.71866365440655533 0.47646535251988098 2.6586368409916763 1.0309893300291149 1.1509175676619632 1.1617881989222949 2.2903540382394572 1.5786356509197501
leaf_count=12 236 9 6 5 81 20 67 107 25 8 10 55 50 337 12 4 4 24 9 1172 193 7 55 114 81 40 73 125 82 98
internal_value=0 -0.000338945 -0.000480589 -0.000767975 -0.000106376 0.000268977 0.000265524 0.000528767 0.000315302 0.00044882 0.00073635 -0.000239084 -0.000509251 -0.00116309 4.13272e-05 -0.000717174 -0.0011477 -0.000120476 -0.000436175 -0.0013954 0.000900815 0.00106856 -0.00103482 -0.000815944 0.000341958 0.000533235 0.000288031 -0.0012554 -0.000193795 -4.66721e-05
internal_weight=0 18.7501 15.1905 8.59206 6.59847 12.0481 3.55958 7.71631 6.18054 5.79028 4.51698 3.59074 3.01887 1.65865 6.01733 1.708 5.00132 0.971712 1.60021 4.02961 4.21553 3.77429 1.08066 0.709802 4.30934 3.68963 1.36022 1.30266 4.33178 3.86899
internal_count=3121 2335 2195 1840 355 786 140 586 350 325 218 521 466 343 274 141 1319 142 73 1177 210 200 64 138 133 121 123 129 200 180
is_linear=0
shrinkage=0.00160204


Tree=330
num_leaves=31
num_cat=0
split_feature=1 159 12 14 3 3 15 403 2 43 40 12 151 133 483 52 160 133 15 47 16 42 48 1 43 0 48 16 16 47
split_gain=0.879251 0.556323 0.521388 0.502092 0.554522 0.707995 0.491513 0.614322 0.477306 0.509354 0.455542 0.440097 0.437252 0.455723 0.46599 0.479625 0.435833 0.398693 0.364807 0.360972 0.36043 0.357289 0.367473 0.375211 0.354225 0.377744 0.404477 0.461503 0.348586 0.494746
threshold=0.10060500000000001 -0.032739999999999991 -0.064509999999999984 0.062655000000000016 -0.11255999999999998 -0.059315 0.040760000000000005 -1.0000000180025095e-35 0.11411 -0.066504999999999995 0.57330500000000006 -1.0000000180025095e-35 -0.40381499999999992 -0.25159999999999993 0.10297500000000001 -0.43320999999999993 -0.40698999999999991 -1.0000000180025095e-35 0.088655000000000025 0.13148500000000005 0.0065250000000000004 -0.12995999999999999 -0.086869999999999989 0.11230000000000001 0.13895500000000002 -0.23091999999999999 0.086260000000000017 -0.056919999999999991 0.042200000000000008 0.094460000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 10 4 -3 6 -6 -8 9 -7 -2 -11 -4 -14 15 -15 -17 -9 -19 21 -20 -18 -23 28 25 -13 27 -27 29 -24
right_child=2 3 12 -5 5 8 7 17 -10 11 -12 24 13 14 -16 16 19 18 20 -21 -22 22 23 -25 -26 26 -28 -29 -30 -31
leaf_value=-0.0017136212722663926 0.0014565952583552126 0.00044861507912210495 -0.0017817765627130826 -0.0018593111249703177 -0.0014679726180017677 0.0013595124175744 -0.0018199900597584522 -0.00087852907042149542 -0.0015857691803730408 -0.0014077433933355724 -0.0019780692257014704 0.00097308533892295952 -0.0017312680079138857 -0.001828908032299808 -0.001754405592302751 -0.0018563057564042142 -0.00070073451935758141 0.0014762429301423017 -0.0011877739731246642 -0.00039871399623646851 0.0010161722846937214 -0.00067714577328677617 0.0013695217366789824 0.0014377655034302054 0.0011074656598167548 0.0008140988363451937 -0.0014361496050735113 -0.00083027885962805141 -0.00071730074129324947 -0.00051149017597910474
leaf_weight=0.96180059079779567 1.6151539263082657 3.177815943257893 0.38703869516029854 0.65039522340521116 2.4993417448131448 0.9515792685560881 0.80758628447075009 1.1036866211798044 0.58112104202155013 0.71491298254113633 0.13818894047290076 0.82293303217738856 0.39015963161364098 0.3171740140533047 0.35792151477653611 0.26193612301721714 0.55751928687095187 0.74574815900995772 0.54867829655995592 1.1834695092402396 0.44139673677273095 0.49723510676994465 1.5943769486621144 2.6973464643815532 0.95821519108721975 1.1409955229610207 0.90125771448947478 1.1099976349505505 0.61501225223764766 0.64842417370527972
leaf_count=334 249 134 17 80 645 54 502 229 49 60 3 18 22 96 25 19 12 19 71 30 15 16 66 193 25 15 32 53 21 17
internal_value=0 -0.00036991 0.000276137 -0.000294577 -0.000232918 -0.000395424 -0.000847751 -0.000422716 -8.26414e-06 0.000130635 0.00118589 -7.63954e-05 0.000108365 0.000188575 0.000274372 0.000361101 0.000447332 -2.53163e-05 0.000517181 0.000524757 -0.000205207 0.0006901 0.000818217 0.000952065 0.000116534 -0.000122329 -0.0004083 3.23215e-06 0.000493637 0.000825696
internal_weight=0 18.1175 11.261 17.1557 16.5053 13.3275 6.14644 3.6471 7.18101 6.59989 1.75334 5.64831 9.50761 9.12058 8.73042 8.37249 8.05532 2.83951 1.73582 7.79338 0.990075 6.60991 6.05239 5.55516 4.9334 3.97518 3.15225 2.25099 2.85781 2.2428
internal_count=3121 2335 786 2001 1921 1787 1481 836 306 257 252 203 534 517 495 470 374 334 105 355 86 325 313 297 143 118 100 68 104 83
is_linear=0
shrinkage=0.00181564


Tree=331
num_leaves=31
num_cat=0
split_feature=1 50 14 1447 43 39 151 16 16 16 4 47 13 124 375 51 51 1213 457 393 0 4 52 52 52 49 403 159 33 133
split_gain=0.279416 0.25734 0.251838 0.238936 0.246653 0.278152 0.25718 0.24637 0.33822 0.464302 0.312044 0.307699 0.270366 0.241095 0.24561 0.238204 0.235501 0.229773 0.209078 0.19725 0.197747 0.29141 0.256628 0.257738 0.281546 0.270573 0.330594 0.263363 0.282645 0.262513
threshold=0.10060500000000001 0.10124500000000002 0.062655000000000016 -1.0000000180025095e-35 -0.40263499999999991 0.0046100000000000004 -0.40381499999999992 0.033715000000000009 -0.008904999999999998 -0.071854999999999988 0.024790000000000003 0.096475000000000019 -0.074044999999999986 -0.53285499999999997 -0.40186499999999997 -0.10748999999999999 -0.090529999999999985 -1.0000000180025095e-35 -0.072694999999999996 0.091220000000000009 0.041630000000000007 -0.49405499999999997 0.15915500000000002 -0.088204999999999992 -0.081429999999999989 -0.069799999999999987 -1.0000000180025095e-35 0.0089800000000000019 -0.0066799999999999993 -0.17773999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 15 -2 -5 6 -6 8 9 11 12 18 -9 -7 -15 -1 -17 -18 -8 20 22 -22 23 -19 -25 -26 -27 28 -28 -30
right_child=3 -3 -4 4 5 13 7 10 -10 -11 -12 -13 -14 14 -16 16 17 19 -20 -21 21 -23 -24 24 25 26 27 -29 29 -31
leaf_value=-0.0035185192873479058 -0.0027970917771114861 -0.0035123492796108554 -0.0035344159650967208 -0.0027970068072457519 -0.0033477555062008664 -0.0038013380739362005 -0.0017390292576970553 0.0029805423028245481 0.0034985605682189705 -0.0022091299447419676 0.00080067086313344478 -0.00025533911021043848 -0.0034893333921197965 -0.0024685144402348757 0.0031749907938382563 0.0023421973317391382 -0.0029182824063478012 -0.0020404849835075935 0.0026456411116445046 -0.0035729413591328806 -0.00054884169337206679 0.0021541178695053706 -0.0033189367761799335 0.0024572788354029107 -0.0019787946186174761 -0.0034974295129067607 -0.003571663575055679 -0.0033331722802634614 -0.0035111479625169594 0.0011148156575045295
leaf_weight=0.26761605468345706 0.2676167094032279 0.32696678457432504 0.29671222477918568 0.2555496972054242 0.21878681099042285 0.075469940900802501 0.14684013999067325 0.09201021387707442 0.55330004834104318 0.60379592305980612 0.73050205159233883 1.045954458939377 0.53993870716658399 0.10360418492928136 0.99810254821204569 0.42987524066120286 0.39053359407989141 0.82904465449973486 1.3427601285802659 0.20406022641691457 0.92184701160294924 1.0255653648637233 0.34519667536369514 0.53245640185195409 0.86949673871276445 0.27876327566627424 0.18152927211484993 0.21226758233387943 0.15664411900797537 3.1883260841277989
leaf_count=169 36 280 81 15 17 1 15 9 34 40 69 41 110 6 229 65 419 198 164 77 39 44 139 36 66 275 16 58 79 294
internal_value=0 -0.000466044 -0.000367717 0.000435545 0.000564538 0.000697701 0.000355446 0.000515722 0.000983553 0.000540292 -0.000752243 0.00119502 -0.00254734 0.00223104 0.00264428 -0.000272164 -0.000181341 -0.000300084 0.00221341 -0.000183164 -0.000102177 0.000874617 -0.000390666 -0.000228896 4.8232e-05 -0.000214241 0.000167654 0.000440923 0.000668094 0.000898183
internal_weight=0 10.4569 10.1299 6.97423 6.70661 6.45107 5.27389 5.0551 3.69265 3.13935 1.36245 2.53555 0.631949 1.17718 1.10171 9.83322 9.56561 9.13573 1.4896 8.7452 8.54114 1.94741 6.59372 6.24853 5.41948 4.88703 4.01753 3.73877 3.5265 3.34497
internal_count=3121 2335 2055 786 750 735 499 482 294 260 188 220 119 236 235 1974 1805 1740 179 1321 1244 83 1161 1022 824 788 722 447 389 373
is_linear=0
shrinkage=0.00348875


Tree=332
num_leaves=31
num_cat=0
split_feature=1 47 0 0 43 14 4 52 4 50 49 48 128 40 403 403 15 43 3 49 15 157 1212 0 1373 16 1 159 150 133
split_gain=2.08294 0.896188 0.871449 1.00561 0.869832 0.853612 0.834681 0.893784 0.796878 0.793744 0.758422 0.757264 0.694831 0.683695 0.671398 0.699092 0.588432 0.960029 0.740422 0.524376 0.547339 0.534287 0.507717 0.506229 0.499043 0.476218 0.456504 0.443334 0.412177 0.441176
threshold=0.10060500000000001 0.087885000000000019 0.041630000000000007 -0.10011499999999998 -0.083134999999999987 0.062655000000000016 -0.49405499999999997 0.10347000000000002 -0.033174999999999989 0.11843500000000001 0.0065400000000000015 0.12879500000000002 0.086435000000000012 -1.0000000180025095e-35 0.092070000000000013 0.097240000000000007 -1.0000000180025095e-35 -0.088909999999999989 -0.076669999999999988 -0.083094999999999988 -0.091604999999999978 -0.067349999999999979 -0.50120999999999993 -0.077999999999999986 0.084905000000000022 -0.52595999999999987 0.14000500000000002 -1.0000000180025095e-35 -1.0000000180025095e-35 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 8 3 5 16 10 7 -4 13 11 19 12 24 -2 25 -16 18 23 -5 20 -1 -21 -17 -18 -10 -6 27 -3 -29 -30
right_child=1 26 6 4 14 -7 -8 -9 9 -11 -12 -13 -14 -15 15 22 17 -19 -20 21 -22 -23 -24 -25 -26 -27 -28 28 29 -31
leaf_value=0.00015820275236953581 0.0014089847644085894 -0.0013979496181968643 -0.0012329967377305421 -0.0012695414847889476 0.00099759915820292954 -0.0014044287733985174 0.00067824843014574227 0.00050645112377074571 0.001116046257042629 -0.00088597753004889131 -0.0011010112232594964 -0.00054731836657756234 -0.00063632224106462154 -0.00061036813655534518 0.0015466510294495255 0.0007603747704340594 -0.0011687868618836415 0.0013625326444704484 0.00052609669923422313 0.0012845359235623122 -0.0014611695879889293 0.0001428785146365176 -0.0013827122463310247 0.00016585896679516845 -0.00062081688465661321 -0.0012796150379235413 0.00059456738041019721 -0.0012280943471140206 -0.00098278449773497021 0.00023202598685780494
leaf_weight=0.86004576552659273 0.37669235584326122 0.67980449181050051 1.2387945738155397 1.7447177277645098 0.17552182450890796 0.91809146711602885 2.5708967735990873 0.98578522354364384 6.2665610164403915 0.57212608447298396 1.0607352608349172 0.72728176042437542 0.49979988206177939 1.8023878296371556 0.33739375602453925 0.2951621962711215 0.89632209017872866 0.80105490377173083 0.56491473945789028 0.89595081657171149 0.70648717693984397 5.0866979151032901 0.6757459812797606 1.2856583334505558 0.32327772397547949 6.1561547265155188 1.103379830252379 0.62095790170133103 0.70079676713794503 2.6803160517010829
leaf_count=18 27 42 57 298 5 81 67 16 395 23 92 11 12 108 4 24 110 20 24 17 28 119 114 69 10 1172 26 20 17 95
internal_value=0 0.000237077 -0.00037832 -0.00049095 -0.000738535 -0.000154896 0.000149209 -0.00046219 0.00047319 0.000663973 -2.1656e-05 0.000777415 0.000913311 -0.000261287 -0.00103279 -0.000143773 -0.000313774 8.61847e-05 -0.000830345 0.000130004 -0.000572114 0.000313851 -0.0007312 -0.000382392 0.00103084 -0.00121649 -0.000194239 -0.000380138 -0.000207249 -1.97655e-05
internal_weight=0 16.3534 27.2561 22.4607 12.9326 9.52801 4.79548 2.22458 10.5681 8.38905 8.60992 7.81692 7.08964 2.17908 7.63998 1.3083 5.29267 2.98304 2.30963 7.54918 1.56653 5.98265 0.970908 2.18198 6.58984 6.33168 5.78526 4.68188 4.00207 3.38111
internal_count=3121 786 2335 2195 1840 355 140 73 586 451 274 428 417 135 1319 142 521 199 322 182 46 136 138 179 405 1177 200 174 132 112
is_linear=0
shrinkage=0.00136321


Tree=333
num_leaves=31
num_cat=0
split_feature=1 150 4 0 4 52 3 151 1 447 40 1 12 15 13 16 42 1447 47 12 4 43 4 16 132 1374 457 48 3 12
split_gain=1.18681 0.858227 0.800953 0.573259 0.621446 0.548733 0.481772 0.48096 0.454402 0.457958 0.400792 0.395688 0.364166 0.359508 0.347124 0.335375 0.391563 0.369659 0.436599 0.477102 0.409472 0.328482 0.324281 0.309696 0.566807 0.553625 0.638001 0.340888 0.391381 0.291321
threshold=0.094385000000000011 0.080470000000000014 0.51303500000000013 0.024095000000000002 -0.49405499999999997 0.10347000000000002 0.16158000000000003 -0.0093999999999999986 1.0000000180025095e-35 0.084510000000000016 0.051255000000000002 0.13210500000000003 0.085885000000000017 -0.074054999999999996 -0.50061499999999992 0.062650000000000025 0.097640000000000018 -1.0000000180025095e-35 0.092530000000000015 -1.0000000180025095e-35 -0.0035949999999999997 -0.023869999999999995 0.053180000000000012 -0.087989999999999985 0.081465000000000024 -0.094929999999999987 0.082380000000000009 0.086260000000000017 0.084940000000000015 0.091715000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 6 8 5 -5 10 29 14 22 15 -8 -6 -9 -1 17 -17 -2 19 -19 -21 -20 23 25 -25 -10 27 28 -27 -3
right_child=1 7 -4 4 12 -7 11 13 9 -11 -12 -13 -14 -15 -16 16 -18 18 21 20 -22 -23 -24 24 -26 26 -28 -29 -30 -31
leaf_value=0.00054028128670816588 -0.0016505680253978217 0.0016059081244925108 0.0014018615789688936 -0.001582985916136924 0.0013227310623144381 0.0001573145395329132 -0.00033789163526571215 0.0010215746504553889 -0.0018215114237608906 0.001303352678223027 0.00078228383058897731 0.0016828961200988442 -0.00015460854500771225 -0.00061826310252678434 -0.0012165951754331543 -0.0015577929615300903 -5.5210276733851134e-05 0.0016825105960416235 -8.7266377286183118e-05 -0.0012194698323100654 0.0001594864619267362 -0.0012298778138539388 0.00019206806588051363 -0.0013473684507796083 0.00081785201722046506 -0.00066029379487323456 0.0017888405623128134 -0.0017583925699910499 0.0016067280360408799 -9.0642616632972968e-06
leaf_weight=0.31095776148140686 0.69477009424007707 1.1586243957281115 0.61501542711630541 1.1938092838972814 0.74644654290750523 0.81892934395000327 0.60242038685828514 0.53217636561021198 0.54997500777244601 0.31459911353886116 0.51358923711814064 0.45671386865433306 1.1162616086658088 1.0977271548472334 9.9108203540090489 1.9844139084452765 0.6072238745400681 0.40475109324324554 1.018757506972179 0.79198596160858548 2.1297371974214983 1.9962332879658786 0.91726262564770866 3.4182089747628197 0.35807949420995999 0.66384996392298423 0.43244068231433619 0.40262682130560279 0.29483215720392764 0.40381758706644166
leaf_count=5 33 135 113 55 29 17 24 41 8 14 21 38 33 27 1527 172 27 48 39 71 67 63 27 335 21 82 8 10 7 24
internal_value=0 -0.000213874 -0.000417395 -0.000814159 -0.00024415 -0.000874904 -0.000517289 0.000539402 -0.000939861 -0.000629409 -0.000627029 0.000533501 0.000437409 -8.28431e-05 -0.00116315 -0.000702207 -0.00120574 -0.000516744 -0.000392522 1.64917e-05 -0.000214305 -0.000843792 -0.000715812 -0.000851885 -0.00114206 -0.000384352 5.62902e-05 -0.000494081 3.69039e-05 0.00118851
internal_weight=0 15.008 11.8156 21.4491 3.87545 2.01274 11.2006 3.19235 17.5737 7.35187 10.1415 1.05913 1.86271 1.6299 10.2218 9.62787 2.59164 7.03624 6.34147 3.32647 2.92172 3.01499 7.03728 6.12001 3.77629 2.34372 1.79375 1.36131 0.958682 1.56244
internal_count=3121 943 716 2178 134 72 603 227 2044 512 541 62 62 68 1532 520 199 321 288 186 138 102 498 471 356 115 107 99 89 159
is_linear=0
shrinkage=0.00163735


Tree=334
num_leaves=31
num_cat=0
split_feature=1 484 150 1374 0 158 4 4 52 3 13 2 9 9 1375 1374 43 1186 43 1429 1212 394 42 0 455 454 1 0 15 47
split_gain=0.268248 0.325045 0.292581 0.2918 0.256269 0.273063 0.261246 0.3538 0.333293 0.253805 0.22747 0.20991 0.203712 0.197032 0.194784 0.233685 0.190011 0.415743 0.325899 0.213644 0.238423 0.210564 0.210279 0.21803 0.196163 0.200168 0.188492 0.223207 0.204809 0.290034
threshold=0.094385000000000011 -0.0068949999999999992 0.080470000000000014 -0.094929999999999987 -0.23001499999999997 0.084765000000000021 -0.15289999999999995 -0.49405499999999997 0.10347000000000002 -0.20241999999999996 -0.50061499999999992 0.14753000000000002 -1.0000000180025095e-35 0.091600000000000015 -0.43996499999999994 0.093750000000000014 -0.083134999999999987 0.085175000000000015 -0.084794999999999995 0.084545000000000009 -0.50120999999999993 -0.50204999999999989 0.091295000000000015 -0.077809999999999976 0.088555000000000009 0.085470000000000004 0.10752500000000002 -0.014954999999999998 0.040760000000000005 0.086785000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 11 -3 -5 6 7 8 -6 -8 -11 12 -2 16 -4 -16 18 19 22 20 -18 -22 23 -12 25 -23 28 -28 29 -14
right_child=2 3 14 4 5 -7 9 -9 -10 10 13 -13 26 -15 15 -17 17 -19 -20 -21 21 24 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=-0.0036393650113396873 0.0037401145569614966 -0.0037776894548470284 -0.001506517580990469 0.0018577478237889718 -0.0028438621027329046 -0.003685052028655468 0.0029472017521945254 0.0020713844238135128 0.0012493084459732314 0.0030955524044848637 -0.0028901562555875742 0.0026007392092271845 0.00078174889045593433 0.0020558893620014405 0.0025245642950598572 -0.0021381880859451877 0.0024867893320608013 0.002646592197863422 0.0032349618411580731 0.0011225151228069536 0.0025891288842380734 -0.0032096260292855112 0.0014969286386145814 0.00037986234257262155 0.0029537053761605233 0.0038188723734540742 -9.8280238683806214e-05 0.003361378111489744 -0.0036738156692341347 -0.0025340142540307728
leaf_weight=0.42104820563690815 0.16555399561184447 0.32057391403941338 0.22568107163533557 0.67164987314026703 0.52045509446179516 0.32612999959383149 0.23235667543485572 1.1807888856856124 0.51150221261195838 0.17882324522360971 0.71966612435062394 0.37047636503120873 0.78930141002638154 0.25417994521558274 1.4283069335215257 0.15445557446219016 0.1224233203392936 0.25827353866770852 0.2902146815613359 0.24092704325448711 0.095341884996741899 2.2872094535123435 0.35178082151105616 0.41797862309613265 0.072813176782801636 0.053780671209096798 3.5356225985451597 0.25958142196759659 0.36863747186725948 0.60378027494880371
leaf_count=397 51 38 5 29 41 134 11 69 18 9 259 76 111 10 212 10 16 32 25 51 8 923 32 69 6 1 275 58 86 59
internal_value=0 -0.00054606 0.000351345 -0.000403044 -0.000279918 -0.000456852 -0.000321677 0.000725248 -0.000815032 -0.00073715 -0.000897363 -2.61754e-05 -0.000196243 -0.00103562 0.00162328 0.00206954 -0.00119564 -0.00172972 -0.000256091 -0.00212321 -0.00242036 -0.00265978 -0.000936322 -0.00168873 -0.00286711 -0.00304816 -0.000313517 0.000138351 -0.00128696 -0.000655347
internal_weight=0 9.52792 7.9014 9.10687 8.7863 8.11465 7.78852 2.21275 1.03196 5.57577 5.34341 6.09295 5.72248 5.16459 1.80844 1.58276 4.91041 3.13077 1.77964 2.8725 2.63157 2.50915 1.48943 1.13764 2.4138 2.34099 5.55692 3.7952 1.76172 1.39308
internal_count=3121 2178 943 1781 1743 1714 1580 128 59 1452 1441 716 640 1432 227 222 1422 1037 385 1005 954 938 360 328 930 924 589 333 256 170
is_linear=0
shrinkage=0.00360107


Tree=335
num_leaves=31
num_cat=0
split_feature=12 43 43 3 16 48 160 15 52 0 0 15 15 42 12 160 2 1 0 15 47 453 43 1429 0 1 52 43 3 43
split_gain=1.63637 1.04859 1.01128 0.870848 0.857979 0.738732 0.789779 0.983826 0.687125 0.623626 1.02532 0.644831 1.18767 0.58313 0.651951 0.561505 0.492712 0.456294 0.591965 0.541227 0.423877 0.395287 0.400982 0.387125 0.358815 0.353922 0.369564 0.3528 0.347268 0.345117
threshold=0.051320000000000005 -0.04890499999999999 -0.40263499999999991 0.31299000000000005 -0.16927999999999996 0.083685000000000009 0.069910000000000014 -0.037864999999999989 -0.087284999999999988 -0.084269999999999984 -0.083914999999999976 0.088655000000000025 0.088235000000000022 -0.025789999999999997 0.097825000000000009 -1.0000000180025095e-35 0.10855000000000002 0.08592000000000001 -0.11756999999999999 0.091295000000000015 0.10843500000000002 1.0000000180025095e-35 -0.0092949999999999994 0.084990000000000024 -0.20211999999999997 1.0000000180025095e-35 0.17829500000000004 -0.074359999999999996 -0.116045 -0.12152999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 8 15 9 7 -7 16 23 -11 12 13 -12 28 -2 -3 18 -17 -20 29 22 -10 -6 -5 -4 -27 -16 -15 -19
right_child=4 3 25 24 5 6 -8 -9 21 10 11 -13 -14 14 27 17 -18 20 19 -21 -22 -23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=-0.00065127226530573457 -0.0014423837761667585 -0.0018641153085389628 0.00014509944668496136 -0.00069010163494732837 -0.0018079741201345062 -0.0017364618755355856 0.0011910345063445777 0.001056606682138013 -0.0013040460126738449 0.0016567804945610122 -0.0018503759331243328 -0.0016307390594010275 0.001902506243847321 -0.00020830859066129181 0.00151299258141938 -0.0019034992055295189 -4.2281606583604205e-05 6.1023414328234118e-05 -0.00085321998230353452 0.001255362283467101 -0.00028453538905876333 -0.0011119264995137605 0.00019556011994456595 0.00045901627347286731 0.0018346902349280602 0.0016851017666918841 -0.00044664451919543513 -0.00018163462404031166 -0.0016118272404100575 0.0016491487457613566
leaf_weight=1.1048789559863506 0.70109930611215521 1.2403492666780942 0.73688134574331599 0.22071163984946895 2.9023879405576731 1.0949537400156257 1.1941021987004203 0.6435180921107525 0.61384550947695693 0.55849606439005484 1.2992822878295536 2.4457239001058042 0.5780000491067766 0.8826563401380535 0.53325824858620796 0.58440532069653306 0.77533087017945934 0.63115201517939601 0.77515978901647276 0.78989905887283385 0.93679477553814638 0.9613876426592477 8.626177423167972 0.26412649964913715 1.0030802288092662 3.2183645332697783 0.28446967527270306 1.5210206948686389 1.5822035598102977 1.4503538785502317
leaf_count=32 66 83 20 10 616 194 41 24 29 34 241 480 18 66 15 32 25 15 29 15 18 20 266 39 96 231 9 90 223 44
internal_value=0 0.000204632 0.000876317 -6.24548e-05 -0.000520676 -0.000741722 6.84781e-05 -0.000702571 -0.00020688 -0.000930784 -0.000699006 -0.000847804 -0.000548443 -0.000791919 -0.000487606 6.31079e-05 -0.00116335 0.000267355 -0.000363899 0.000211 0.000716898 -1.78935e-05 9.59363e-05 -0.00161888 0.00137934 0.00127441 0.00151198 0.000258264 -0.00110923 0.0011676
internal_weight=0 18.7855 5.34459 13.4409 21.3686 15.4997 2.93257 1.73847 12.2171 12.5672 9.40064 8.84215 6.39642 5.81842 4.51914 5.86886 2.01568 5.16776 2.14946 1.56506 3.0183 10.2014 9.24002 3.16651 1.22379 4.23972 3.50283 2.05428 2.46486 2.08151
internal_count=3121 821 292 529 2300 2081 259 218 423 1822 1167 1133 653 635 394 219 108 153 76 44 77 315 295 655 106 260 240 105 289 59
is_linear=0
shrinkage=0.00179274


Tree=336
num_leaves=31
num_cat=0
split_feature=1 12 40 0 0 15 14 49 151 52 133 4 52 52 159 0 1 3 3 3 16 160 47 16 48 43 14 48 4 403
split_gain=0.963669 0.572543 0.565659 0.510013 0.812256 0.509177 0.495767 0.559695 0.463479 0.467942 0.485365 0.423488 0.628676 0.616649 0.384458 0.373435 0.50978 0.528821 0.402542 0.379535 0.354272 0.424847 0.360767 0.449587 0.412172 0.491661 0.531668 0.51759 0.347592 0.442093
threshold=0.10060500000000001 -0.064509999999999984 0.57330500000000006 -0.060129999999999996 -0.10011499999999998 0.14654000000000003 0.062655000000000016 0.0065400000000000015 -0.40381499999999992 -0.43320999999999993 -0.25159999999999993 -0.49405499999999997 0.11434500000000002 0.10347000000000002 0.092630000000000018 -0.10224499999999999 1.0000000180025095e-35 0.11296500000000002 -1.0000000180025095e-35 0.090900000000000009 -0.54165499999999989 -0.40698999999999991 0.096475000000000019 -0.29154999999999992 -0.086869999999999989 -0.25681499999999996 -0.46885499999999997 0.12879500000000002 -0.076229999999999978 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 4 6 28 7 15 -3 -10 -11 13 14 -5 -13 16 17 -1 -18 -20 -12 -22 24 -24 -23 -26 -27 -28 29 -6
right_child=1 8 -4 11 5 -7 -8 -9 9 10 20 12 -14 -15 -16 -17 18 -19 19 -21 21 22 23 -25 25 26 27 -29 -30 -31
leaf_value=-0.0017546363938064338 0.0013981262742199241 -0.0016745946931635595 -0.0018692203742501291 -0.0014709229896678918 -0.0017034571831725329 0.00075517663974415498 -0.0017286256403164868 -0.0014003670139437789 -0.001713512643186857 -0.0016175949957173662 0.0017680479701818711 0.0011752786326889024 -0.0010787079517706681 0.00059809034245709069 -0.00050574386428497433 0.0014232689915970407 0.0013120831180810184 0.00076067588899166527 -0.00059934470883616644 0.00069005923783881356 -0.0017472722577151093 -0.0010637330210721582 -0.0016808531019222336 0.00014354929594573605 -0.0013729148530304146 -0.0007581194264943789 0.0013433532467356571 -0.00032079997893427097 -0.0014155430032068736 -0.00020355441448188482
leaf_weight=0.76878868404310174 1.6936811003833998 0.41898530907928844 0.16814368031918991 0.97921427187975474 0.78947445208905298 0.4682349832728504 0.51333682774566103 0.7154649473959579 0.37171633192337949 0.39064238045830002 0.46085733291692577 1.9907967577455599 0.61235807265620668 0.72276583290658891 0.48926785914227355 0.63470252486877399 0.92658079019747663 0.351655347738415 1.392938642762602 1.2507010446861384 0.30010217521339289 0.41152049554511538 0.49105739407241378 1.8933184556663034 0.30627534864469996 0.52166918898000947 3.261146568809655 0.64647352695465077 3.7702442436711827 2.0155769298435215
leaf_count=59 249 17 3 82 462 10 81 92 96 22 35 118 35 18 27 16 43 5 30 29 19 10 14 74 8 19 203 17 980 248
internal_value=0 0.0002417 0.00110305 -0.000388113 -0.000556114 -0.000956688 -0.000125633 1.0586e-05 7.24244e-05 0.000153263 0.000233178 8.8368e-05 0.000462984 -0.000592292 0.000843646 0.000200148 3.46453e-05 -0.000965197 0.000348426 1.06699e-05 0.000320365 0.000235175 0.000314168 -0.000232183 0.000567264 0.000708998 0.000852958 0.00106804 -0.00107859 -0.000625698
internal_weight=0 11.3356 1.86182 18.3921 13.5977 7.04353 6.55417 6.04083 9.47376 9.05478 8.68306 4.7944 3.09242 1.70198 2.48006 5.32537 4.69066 1.12044 3.57022 2.64364 8.29242 7.83156 7.53146 2.38438 5.14709 4.73556 4.42929 3.90762 6.5753 2.80505
internal_count=3121 786 252 2335 2055 1700 355 274 534 517 421 280 180 100 145 182 166 64 102 59 399 364 345 88 257 247 239 220 1690 710
is_linear=0
shrinkage=0.00169904


Tree=337
num_leaves=31
num_cat=0
split_feature=12 1 50 50 2 4 402 15 453 147 51 43 2 42 122 43 0 0 1 48 51 13 13 12 3 52 49 52 14 48
split_gain=0.268074 0.353581 0.268024 0.265598 0.274801 0.361815 0.288176 0.261782 0.259126 0.300218 0.241863 0.258979 0.297493 0.325718 0.312729 0.292406 0.284891 0.325946 0.255875 0.298282 0.212492 0.185646 0.373941 0.315107 0.263332 0.204324 0.190573 0.188096 0.181777 0.320484
threshold=0.084100000000000022 0.13075500000000004 0.10647500000000001 0.10030500000000002 0.086590000000000014 0.23246000000000003 -0.46900499999999995 0.084050000000000014 0.10218000000000001 0.088520000000000015 -0.40274499999999996 -0.043144999999999996 0.10882500000000002 0.094935000000000005 1.0000000180025095e-35 -1.0000000180025095e-35 -0.084044999999999995 -0.11756999999999999 0.14000500000000002 0.12649500000000002 -0.070629999999999984 -0.53104499999999988 -0.42195999999999995 0.092355000000000007 -0.11255999999999998 0.15915500000000002 -0.081604999999999997 -1.0000000180025095e-35 -0.10708499999999999 0.097025000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 2 3 4 5 6 -2 8 9 10 -1 12 13 14 16 -13 17 -12 19 28 -6 -22 -23 25 -25 26 -24 -28 -17 -30
right_child=1 -3 -4 -5 20 -7 -8 -9 -10 -11 11 15 -14 -15 -16 18 -18 -19 -20 -21 21 22 23 24 -26 -27 27 -29 29 -31
leaf_value=-0.003342142006337138 0.0025182975045989924 0.0020251200925046672 -0.0032780183698821819 0.0028197835786797428 -0.0028494180179841019 -0.00010441195557401029 -0.003009029160837568 -0.0019077215899162198 -0.0027557319211469673 0.0032291167525499787 0.0021546305906594717 -0.0027184949646282632 0.0032084966766317176 -0.0028825927864757602 -0.0033432868558828676 -0.0015184930205178462 0.0030321147887299705 -0.0029805383144950221 0.0031281490402784071 -0.0021560936520949761 -0.0034821516352586193 0.0032399070136214327 0.0026786054154621561 0.00043819578882641245 -0.0024449336347030998 -0.0032741757735282352 -0.0019473413575418152 0.00093182883589867818 0.00016682826900591796 0.0025810545322118906
leaf_weight=0.18350433991872428 0.10684678505640466 0.51595507765887294 0.4154426356544717 0.23073791110073205 0.2983655165589888 1.0383196603506801 1.3565198385476827 0.56231711442524179 0.27001346438191909 0.39466436958173368 0.29664980771485705 0.37235084426356113 0.64581346156774078 0.23920922420802515 0.14238083269447077 0.49063583667156851 0.73165430227527073 0.23074766123318113 0.30600851416238573 0.55959786032326508 0.15557696856558401 0.36656005121767643 0.47347135707968835 0.53060595598071925 0.89161917034652882 0.13162593866582017 0.30556416590115976 1.0817231462569887 3.4881429599190685 0.69190083601279173
leaf_count=17 11 55 238 35 210 35 684 128 14 66 41 52 91 20 6 49 96 111 59 28 5 10 24 62 341 51 127 194 223 38
internal_value=0 -0.000568303 -0.000749543 -0.000598781 -0.000715868 -0.0015674 -0.00260545 0.000237558 0.000370953 0.000467183 0.000337085 0.00041947 0.00134549 0.000612148 0.00120866 6.11289e-05 0.00172342 -9.21155e-05 0.000248076 7.95717e-05 -0.000212866 -1.3042e-05 0.000129695 -0.000204188 -0.00136929 0.000627499 0.000903495 0.000297662 0.000347429 0.000566443
internal_weight=0 7.89893 7.38298 6.96754 6.7368 2.50169 1.46337 9.60559 9.04327 8.77326 8.3786 8.19509 2.28646 1.64064 1.40143 5.90864 1.25905 0.527397 5.53629 5.23028 4.23511 3.93675 3.78117 3.41461 1.42223 1.99238 1.86076 1.38729 4.67068 4.18004
internal_count=3121 2082 2027 1789 1754 730 695 1039 911 897 831 814 365 274 254 449 248 152 397 338 1024 814 809 799 403 396 345 321 310 261
is_linear=0
shrinkage=0.00324044


Tree=338
num_leaves=31
num_cat=0
split_feature=4 48 12 3 49 151 15 51 16 43 42 12 1456 1 453 38 132 133 160 13 49 130 52 15 2 394 15 15 0 0
split_gain=1.14036 0.921144 0.870016 0.677791 0.698527 0.672055 0.540517 0.503542 0.40897 0.470647 0.482663 0.480805 0.387154 0.385025 0.37976 0.379369 0.377392 0.643907 0.718216 0.705528 0.435417 0.371133 0.355549 0.562006 0.315715 0.315162 0.318588 0.532711 0.398417 0.509323
threshold=0.27834500000000006 0.12933000000000003 0.084100000000000022 0.10732000000000001 -0.22491999999999998 -0.086769999999999986 0.084050000000000014 0.11144500000000002 -0.51370499999999997 -0.17390999999999998 0.15432000000000004 0.11650500000000001 -1.0000000180025095e-35 0.086105000000000015 1.0000000180025095e-35 0.091770000000000004 0.081465000000000024 -0.0061299999999999992 -0.082179999999999989 -1.0000000180025095e-35 -0.069799999999999987 -1.0000000180025095e-35 -0.080114999999999978 -0.016799999999999995 0.073895000000000002 -0.50204999999999989 -0.094549999999999981 -0.11713499999999999 -0.060129999999999996 -0.053834999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 7 5 4 -4 13 12 14 -6 11 25 21 -7 -1 -2 16 17 -14 -19 -20 -21 -10 23 -22 -24 -11 27 -27 -28 -30
right_child=1 -3 3 -5 8 6 -8 -9 9 10 -12 -13 15 -15 -16 -17 -18 18 19 20 22 -23 24 -25 -26 26 28 -29 29 -31
leaf_value=-0.00079392169474379261 0.0014232819969279666 -0.0016018645129005256 0.00066035815231359457 0.00070259356413895457 0.00064977552018606599 -0.0018680763846535087 -0.0013387014831720881 -0.00068620893804338841 -0.0018610205436247389 0.0013005572982699401 0.0015527580116157995 -0.0017495194467983103 -0.0015023773002743655 0.0014471678728124264 -0.00073867761742575416 -0.0012423200281831107 0.0013006356729490453 -0.0010865835095783449 0.0013162472258907735 -0.00093602631509125751 -0.0019992018192809278 0.00083711499296659254 -0.00024178167135058005 0.00076916405969688841 0.00099364771053547037 -0.0018534379337625043 -0.0016867588321895391 0.00049456976762441481 0.0012605035825843081 -0.0011302072121627193
leaf_weight=0.30520842701662232 3.2677418134408067 0.50714741833508004 1.0945872333832074 1.20677971234545 0.56193236308172068 0.35289979062508336 1.078984377963933 0.51273802248761047 0.19821656844578672 0.16579811368136965 0.2188944788649686 0.44007274240721006 0.80961616337298892 1.5302439222577957 0.29394484870135773 0.68539008614607233 0.87707117991522032 1.2409655258525107 2.0631731229368544 1.1408734379801897 0.49351154547184706 1.1566516875755013 0.98334501613864445 0.48030469520017494 2.2752192044863477 0.52678688196465373 4.8119011661619799 0.81993450515437138 0.35031446570064906 1.9004049053183028
leaf_count=47 297 17 29 25 17 44 122 16 28 9 6 33 55 71 10 35 44 68 150 32 21 71 20 21 50 97 1392 80 23 191
internal_value=0 0.000713633 -0.000267428 -0.000600111 -0.000728491 4.51647e-05 -0.000106206 0.00100185 -0.000864822 -0.000945198 -0.00111873 -9.50173e-05 1.04228e-05 0.00107451 0.00124486 7.04186e-05 0.000157232 5.15244e-05 0.000196506 0.000410624 6.28907e-05 0.000442379 0.000332157 -0.000633791 0.000620829 -0.00118692 -0.00123596 -0.000423883 -0.00139081 -0.000758104
internal_weight=0 4.58157 27.7691 13.4523 12.2455 14.3168 12.4814 4.07442 11.1509 10.589 8.79403 1.79494 11.4024 1.83545 3.56169 11.0495 10.3641 9.48701 8.67739 7.43643 5.37325 1.35487 4.23238 0.973816 3.25856 8.57514 8.40934 1.34672 7.06262 2.25072
internal_count=3121 340 2781 2001 1976 780 662 323 1947 1930 1798 132 540 118 307 496 461 417 362 294 144 99 112 42 70 1792 1783 177 1606 214
is_linear=0
shrinkage=0.00182189


Tree=339
num_leaves=31
num_cat=0
split_feature=3 401 481 39 124 38 1366 39 42 132 42 130 1425 15 483 50 1374 155 158 33 9 12 1 41 2 160 4 403 3 159
split_gain=0.26604 0.274714 0.251517 0.24192 0.240775 0.307851 0.302858 0.244399 0.374222 0.26189 0.246285 0.250784 0.241091 0.275685 0.297427 0.285482 0.281667 0.238102 0.250042 0.265939 0.303668 0.241102 0.212654 0.205212 0.21254 0.272063 0.247751 0.217465 0.207775 0.198493
threshold=0.31299000000000005 0.10076500000000001 -0.053799999999999994 0.13507500000000003 -0.043384999999999993 0.095410000000000009 -1.0000000180025095e-35 0.15619500000000003 -0.11051499999999999 0.081465000000000024 -0.106335 1.0000000180025095e-35 1.0000000180025095e-35 -0.26481999999999994 0.088070000000000009 0.12024000000000001 0.10637000000000001 0.088610000000000008 0.094245000000000009 -0.0066799999999999993 0.088235000000000022 0.10832500000000002 0.098700000000000024 0.089005000000000015 0.088475000000000012 0.083670000000000008 -0.49405499999999997 -1.0000000180025095e-35 -0.15713499999999997 -0.026354999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -2 5 22 -6 8 9 -8 -10 12 13 15 16 -12 17 18 19 -15 21 23 -4 24 25 27 -26 -21 -28 -20
right_child=3 -3 4 -5 6 -7 7 -9 10 -11 11 -13 -14 14 -16 -17 -18 -19 29 20 -22 -23 -24 -25 26 -27 28 -29 -30 -31
leaf_value=-0.0025129708567496033 0.0030247603311079744 -0.0030213361561341992 0.00044737884337597817 -0.0027541070843207878 -0.0030595858006558056 -0.0030517001242407471 -0.0031177559432933465 0.0031091609378243942 0.0032143414055836152 0.0023693969090906428 0.0025501055405524843 -0.0030092385816399016 -0.0032129753517156348 -0.002593913734374116 -0.0026830729062744542 -0.0018276540994085395 -0.0030969713363014745 -0.0030592904858781781 0.0029404048909929628 -0.0022683973684293601 0.003390198344928313 -0.0015546296782579195 0.0030359019818045063 -0.0022884892598776792 -0.0012640867499299794 -0.0030677334231865136 0.0029310079972168163 0.00031742408172676399 0.0007590590126218031 -0.0029795241361895413
leaf_weight=0.38541786753922203 0.40126291289925475 0.29852599200967134 0.59167044406058511 0.077499318402260542 0.31893318076618271 0.13743488874752063 0.56696112726058601 0.20847185491584319 0.20418617071118461 0.090430912678129971 0.66794600759749201 0.26037970108154773 0.21140706600272174 0.29659985285250456 0.3882208149298102 0.16695028904359788 0.26051743282005269 0.21631030643766358 0.059063411783427 0.32508158279231381 0.27434126450680274 0.65845406820881258 0.54826591702294536 0.26304870971944261 0.50256506036384951 0.27239656861638639 0.43002428911859159 2.8327978065936019 4.8384892131725792 0.36231717633199956
leaf_count=277 117 156 51 3 55 22 140 25 7 14 97 250 75 20 127 12 20 103 5 263 9 84 153 32 29 33 30 363 448 101
internal_value=0 -0.000174729 -0.000122719 0.00208931 -6.4972e-05 0.00118194 -0.000173501 -0.000109388 -0.000156812 -0.00236294 -4.93123e-05 -9.94664e-05 -4.13047e-05 1.10174e-05 -0.000104924 0.00167471 -1.8581e-05 5.21929e-05 0.000112745 0.000201897 0.000281652 0.000197407 0.00169236 0.000319299 0.000393851 -0.000196444 0.000744717 5.12319e-05 0.000936337 -0.00214975
internal_weight=0 16.6372 16.3387 0.478762 15.9533 1.27737 14.6759 14.357 14.1485 0.657392 13.4911 13.2869 13.0265 12.8151 11.9802 0.834896 11.592 11.3315 11.1152 10.6938 10.3972 10.1229 1.13994 9.4644 9.20135 3.43028 5.77108 3.15788 5.26851 0.421381
internal_count=3121 3001 2845 120 2568 226 2342 2287 2262 154 2108 2101 1851 1776 1667 109 1540 1520 1417 1311 1291 1282 204 1198 1166 659 507 626 478 106
is_linear=0
shrinkage=0.0029944


Tree=340
num_leaves=31
num_cat=0
split_feature=1 484 151 47 51 1213 52 51 403 14 51 52 474 43 148 52 48 47 133 16 123 0 0 3 2 3 15 12 160 48
split_gain=1.1304 0.710728 0.59204 0.597333 0.582264 0.591359 0.603732 0.577427 0.557665 0.540443 0.521644 0.548256 0.764491 0.605297 0.574448 0.483441 0.489094 0.478275 0.471453 0.445743 0.43675 0.420544 0.442716 0.402196 0.552138 0.47619 0.657202 0.566563 0.680241 0.614892
threshold=0.104035 -0.0068949999999999992 -0.40381499999999992 0.087885000000000019 -0.10748999999999999 -1.0000000180025095e-35 0.19022000000000003 -0.096089999999999981 -0.083259999999999987 0.062655000000000016 0.123935 0.13796000000000003 -1.0000000180025095e-35 -0.25681499999999996 -0.080634999999999984 -0.12005499999999998 0.091545000000000015 0.085270000000000026 -0.17773999999999998 -0.53943499999999989 1.0000000180025095e-35 -0.18901999999999997 -0.14116499999999996 -0.11255999999999998 0.113445 0.092670000000000016 0.088235000000000022 0.084100000000000022 0.083670000000000008 0.086035000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -2 10 -3 7 8 -6 -7 15 11 12 -4 -14 -15 16 -10 -8 -17 -5 23 -21 -23 -20 25 26 27 29 -29 -25
right_child=2 4 3 19 5 6 17 -9 9 -11 -12 -13 13 14 -16 18 -18 -19 20 21 -22 22 -24 24 -26 -27 -28 28 -30 -31
leaf_value=-0.0016853638293704112 -0.0016917697064319193 -0.0019376441379383162 -0.002018475177847109 0.0020451492167564539 0.0019893738039465638 -0.0014663915487421514 -0.0018261889835593478 -0.0017759979967624101 -0.0018761290476108443 -0.001963697663985181 -0.00044708021448326484 -0.00035172069064170298 -0.0012725854545514634 -0.0008611675934407214 0.0017331739973124054 -0.0014293239635714194 0.00058061347859658457 0.00083771032854712785 0.00080316214745770008 -0.0020349052655247303 0.001396237514126494 0.0015670369933257896 -0.00034622790630171662 0.00042505542747714502 -0.0020600310193873306 0.00088837820892003806 0.00081596245726786685 -0.0019589959698778628 0.00063252585046566165 -0.0015171287426622214
leaf_weight=1.4956151197548049 0.51894724555313487 0.78253625717479991 0.25377819070126673 0.3144068419933318 0.16481871902942646 0.96834044239950401 1.2475884038722131 1.4124811472138485 0.85057495487854662 0.48191630328074175 1.1498184176161883 0.98127043922431756 0.29473466239869495 0.33382739522494187 4.2110592765966457 0.6261683064512934 0.44854034343734384 0.30371058546006668 2.7257044645957693 0.45455676876008499 1.1246917087119062 0.50290787126868952 3.4115824976470326 2.5761777162551547 0.46008033072576004 2.0401433231309056 1.8708671315107492 1.4663573233410714 0.48963726893998671 0.76654220069758583
leaf_count=427 18 161 21 11 4 292 202 449 136 29 36 38 7 15 383 108 24 21 63 9 69 11 142 80 14 37 88 183 22 21
internal_value=0 -0.000417813 0.000298665 0.000385408 -0.0003267 -0.000263746 -0.000168084 -0.00138254 -6.37291e-05 2.15488e-05 0.000728703 0.000951256 0.00120228 0.00137117 0.00154262 8.34907e-05 -0.0010279 -0.00130466 0.000185554 -0.000144142 0.000260345 -0.000301688 -0.000100424 0.000157281 -2.4779e-05 7.68939e-05 -0.000154018 -0.000496499 -0.00131027 -2.03202e-05
internal_weight=0 22.3025 12.4269 11.9079 20.8069 20.0243 18.447 1.5773 16.8957 15.9274 7.22449 6.07467 5.0934 4.83962 4.54489 15.4455 1.29912 1.5513 14.1464 4.68345 13.5202 4.36905 3.91449 12.3955 9.66981 9.20972 7.16958 5.29871 1.95599 3.34272
internal_count=3121 2430 691 673 2003 1842 1389 453 1166 874 500 464 426 405 398 845 160 223 685 173 577 162 153 508 445 431 394 306 205 101
is_linear=0
shrinkage=0.00190369


Tree=341
num_leaves=31
num_cat=0
split_feature=3 401 1456 453 1456 4 11 403 156 1374 48 160 150 160 133 43 42 13 484 39 448 130 43 16 40 0 47 13 41 3
split_gain=0.244607 0.257143 0.23448 0.244166 0.250339 0.324165 0.337935 0.287476 0.273172 0.246765 0.254256 0.348722 0.251897 0.339106 0.310018 0.278633 0.236818 0.25303 0.227154 0.22359 0.222888 0.236287 0.301652 0.327156 0.33276 0.336086 0.295406 0.222391 0.21231 0.243714
threshold=0.31299000000000005 0.10076500000000001 -1.0000000180025095e-35 0.089215000000000017 0.075120000000000006 0.27287000000000006 0.081790000000000015 -1.0000000180025095e-35 0.10499000000000001 0.093235000000000012 0.090390000000000012 0.10210000000000001 -0.082924999999999985 -0.089974999999999986 -0.25159999999999993 0.41889000000000004 -0.11051499999999999 -0.53104499999999988 0.073690000000000019 0.13507500000000003 -0.08020999999999999 -1.0000000180025095e-35 -0.15582499999999996 -0.082404999999999992 -0.010334999999999999 -0.10011499999999998 0.13082500000000002 -0.004174999999999999 0.08178500000000001 0.11296500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 6 7 18 9 10 11 12 -9 15 -15 -14 -16 -18 -4 -2 -19 27 -23 -24 -25 -26 -27 -22 29 -7
right_child=19 -3 3 -5 -6 28 -8 8 -10 -11 -12 -13 13 14 16 -17 17 20 -20 -21 21 22 23 24 25 26 -28 -29 -30 -31
leaf_value=-0.0024871971918067662 0.0037081344549450791 -0.0037043587430671304 -0.0030352995276426067 -0.0030713189495892956 -0.0028695262432232157 0.0035599752279319523 -0.0033721341761187122 0.0030031340530360441 -0.0037549380351831149 -0.0034932147253905802 0.0013579380996529655 -0.0030642096205271557 -0.0035169378104699524 -0.0037330801397763543 -0.0023815116712354203 0.0032104785925831077 -0.0039252023302851951 -0.0030249688032849128 0.0011324237288515802 -0.0032552311685541311 0.0013754249727699513 0.0033627542824841016 0.0019272769725604964 0.0035362964581512014 0.0013836551297270933 -0.0021222207169493282 0.0032047536062373874 -0.0023412583386396399 -0.0004659567772459196 0.00037511163803535704
leaf_weight=0.557404582112217 0.37299144818098184 0.27884346368955348 0.69490464216505365 0.35562366066733453 0.39734173956094387 0.80940477407421052 0.41775118204532269 0.40776507224653702 0.23748576454818326 0.23574184143217358 2.4223796546575604 0.47050239946111183 0.55097903782734015 0.25177886110031344 0.38532157897134123 0.097861770511372015 0.16386317834257891 0.20982917101354281 0.23663069197209552 0.074709559557959437 0.35537849945831113 0.70467356464359721 1.9259977547626435 0.30507824430241104 0.79618030902929238 1.3494739268790605 0.15685060340911139 0.55933857930357422 0.52685523685067881 0.5411535237217322
leaf_count=287 117 156 575 32 242 183 112 30 80 27 198 83 166 109 45 7 3 15 32 3 34 24 112 41 25 263 3 44 37 36
internal_value=0 -0.000206352 -0.000145857 -6.20165e-05 8.34127e-06 8.55358e-05 -0.000121516 -1.30365e-05 0.000144831 0.000226437 0.000305341 1.19534e-05 0.000188021 4.10913e-05 0.00027145 -0.00250227 0.000417321 0.000582559 -0.00197661 0.00254613 0.000698648 0.000825632 0.00112649 0.000778899 -6.93086e-05 -0.000547046 -0.00156753 -0.000897283 0.00151217 0.00228384
internal_weight=0 16.4024 16.1235 15.5661 15.2105 14.8132 12.9358 12.518 11.5865 11.349 11.1133 8.69087 8.22037 7.81261 7.16376 0.648841 6.91199 6.52666 0.931535 0.447701 6.3628 6.15297 5.23825 4.53358 2.60758 2.3025 1.50632 0.914717 1.87741 1.35056
internal_count=3121 3001 2845 2558 2526 2284 2028 1916 1309 1229 1202 1004 921 891 718 173 609 564 607 120 561 546 468 444 332 291 266 78 256 219
is_linear=0
shrinkage=0.00367398


Tree=342
num_leaves=31
num_cat=0
split_feature=1 52 47 52 0 15 48 1 49 3 4 50 43 3 43 51 51 4 15 9 157 403 1213 12 43 0 3 12 4 50
split_gain=1.6205 0.888422 0.914275 0.867167 0.85355 0.677611 0.805333 0.764757 0.647959 0.644081 0.617966 0.587135 0.583778 0.578295 0.515817 0.468865 0.81316 0.475529 0.555197 0.782734 0.533165 0.728335 0.403987 0.42574 0.403484 0.399577 1.05296 0.578775 0.390647 0.389246
threshold=0.094385000000000011 -0.43320999999999993 0.096300000000000011 0.12603000000000003 0.024095000000000002 0.035560000000000008 0.12879500000000002 0.11146500000000002 0.006170000000000001 0.16158000000000003 -0.49405499999999997 0.11875500000000001 -0.067199999999999996 0.090900000000000009 -0.45785999999999999 0.088210000000000011 0.045645000000000005 0.40124500000000002 -0.0063699999999999989 0.091600000000000015 -0.08107499999999998 -1.0000000180025095e-35 -1.0000000180025095e-35 0.092200000000000018 -0.08076499999999999 -0.076899999999999982 -0.084074999999999997 -1.0000000180025095e-35 0.09173000000000002 0.088280000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 3 5 8 6 11 -7 13 12 14 -3 28 15 -6 16 17 18 19 -1 -20 -22 -23 25 -5 26 -24 -28 -4 -25
right_child=1 2 9 24 10 7 -8 -9 -10 -11 -12 -13 -14 -15 -16 -17 -18 -19 20 -21 21 22 23 29 -26 -27 27 -29 -30 -31
leaf_value=-0.0013546416846689916 -0.0013948035068953374 0.0010665284271445998 -0.00075233454306417578 -0.0014727172959736875 0.0006205679692364084 -0.001386481535239384 -0.00069800328761959621 0.00051860690962918839 -0.0011954078594162193 0.0010849890668258387 0.00063850530419153322 -0.00076534914169640246 -0.00084665801102445698 0.00026918908991607613 -0.00093319244727088537 -0.0014515805092259898 0.00064331616850452588 0.0014512820755606078 0.00083433091900303165 0.0010515725898722318 -0.0013956405730420731 -0.0013893002865883798 -0.0014055267574235545 -0.0014183529238476714 1.2438818899477737e-06 0.0012761328094799565 -0.0014155452484996176 0.00075328996185853258 0.00059095267072412484 0.00079275022464526945
leaf_weight=2.6954701358918096 0.65387989324517803 6.3537246123887581 0.60665109567344178 0.49650356452912081 0.60299585759639729 0.5999381971778347 0.60194193199276913 1.2204285671468822 2.4325425883289418 0.62012468837201584 2.3160007405094793 0.35250226594507683 2.572107028681784 1.9789394687395532 1.2601896098349241 0.98193744034506458 1.1520899394527084 0.21468373760581094 0.60028673522174258 0.28537609800696362 1.4253583912504852 0.54424218914937217 0.82151276012882624 0.72617331589572121 1.2395274135051284 0.47803678724449161 0.27231763675808918 1.7078368157381187 1.2962660500779746 0.19219927187077701
leaf_count=360 119 442 39 19 9 51 9 39 487 25 62 11 94 45 63 144 37 5 23 3 503 132 102 92 70 14 12 77 25 8
internal_value=0 0.000183624 0.000248294 0.000474748 -0.000395777 0.000644967 0.000832833 -0.000109253 -0.000536973 -0.000234584 0.000161988 0.000970239 -0.000417443 -0.000423189 -0.000430338 -0.00053645 -0.000455608 -0.000582678 -0.000627469 -0.00112428 -0.000408656 -0.000529634 -0.000269345 -0.000124153 -0.000420308 0.000108668 -9.05317e-05 0.000455024 0.000162712 -0.000955608
internal_weight=0 16.6136 15.9597 10.8646 20.6882 9.12854 7.30817 1.82037 16.509 5.09515 4.17919 6.70623 4.47502 14.0765 1.86319 12.0975 11.1156 9.96349 9.74881 2.98085 6.76796 6.16768 4.74232 4.19808 1.73603 3.2797 2.80167 1.98015 1.90292 0.918373
internal_count=3121 943 824 641 2178 552 462 90 2044 183 134 453 158 1557 72 1512 1368 1331 1326 363 963 940 437 305 89 205 191 89 64 100
is_linear=0
shrinkage=0.0013816


Tree=343
num_leaves=31
num_cat=0
split_feature=1 484 1374 52 160 150 0 0 48 13 51 51 43 48 52 52 4 456 128 133 1 15 12 151 484 4 47 49 1186 9
split_gain=0.250383 0.296136 0.284386 0.267878 0.256644 0.242288 0.241153 0.234907 0.224218 0.196298 0.191668 0.334426 0.213924 0.184546 0.180054 0.171766 0.24816 0.170222 0.183301 0.208832 0.184548 0.354213 0.283604 0.203465 0.210442 0.19745 0.196476 0.203815 0.164008 0.168758
threshold=0.094385000000000011 -0.0068949999999999992 -0.094929999999999987 -0.43320999999999993 -0.51146999999999987 0.080470000000000014 -0.23091999999999999 -0.060129999999999996 0.12879500000000002 0.090705000000000008 0.087505000000000013 0.045645000000000005 -0.15582499999999996 0.088965000000000002 0.11434500000000002 0.096795000000000006 -0.49405499999999997 0.088760000000000019 0.11596500000000001 -0.25159999999999993 0.111945 0.050935000000000008 0.092465000000000006 -0.40381499999999992 -1.0000000180025095e-35 -0.0024449999999999997 0.13148500000000005 0.005085000000000001 0.088465000000000016 0.091600000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -2 -5 17 -4 9 -7 10 11 12 -8 14 15 16 -9 18 19 -6 21 22 25 -22 -25 -21 27 -26 29 -14
right_child=3 2 6 4 5 8 7 13 -10 -11 -12 -13 28 -15 -16 -17 -18 -19 -20 20 23 -23 -24 24 26 -27 -28 -29 -30 -31
leaf_value=-0.0036646734029540072 -0.0036493888768962912 -0.0038153922297811485 0.002752619086323588 -0.0037066319159607293 -0.0031930318964478663 0.0025100253461610798 0.0028519454756049984 -0.0025749018661902091 -0.00084967612677406916 -0.0035247886055794313 -0.0036671202583170312 0.0019905465260912467 -0.0013949430218190698 0.0028634994013436122 -0.0022736586745282315 0.0021863744525462839 0.00093226080805988612 -0.002093299332640566 -0.0030388841042876986 0.0031421650371250163 -0.0026788961469289261 -0.0037068624884725701 -0.0023064309777624434 -0.0013652047057562946 0.0034598526519600695 0.00024850594531871685 0.00025611373038492141 0.0005064769541502465 0.002096601416803168 0.0018035277600444747
leaf_weight=0.38135802443139333 0.21267869527218852 0.30893965472932983 0.33365547610446711 0.18756333991768759 0.18919904547510658 1.2875917947967535 0.19609798942110401 0.39365428354358334 0.32823608582839359 0.33189916559786059 0.26213802823622234 0.62733606487745408 3.5829984624433568 0.37619637412717555 0.34978358907392237 0.58511935028946016 0.81701981526566703 0.38673485093750049 0.19561321608489368 0.48413154645822942 0.15665186871774528 0.30845944903558109 0.36822954902891059 0.28184355457779098 1.1338355637271886 0.8657635034178377 0.6296854990068822 0.42226603487506498 0.20949795664637338 0.23122697649523605
leaf_count=397 119 38 19 21 13 207 25 34 13 100 136 31 1188 31 38 25 79 23 30 51 12 63 31 38 203 53 30 36 29 8
internal_value=0 -0.000535616 -0.000396951 0.000364425 0.000482565 0.000594204 -0.00026966 -0.000396296 0.00182754 -0.000820589 -0.000644925 -0.000481482 -0.000848984 0.000519196 0.000108155 0.000572084 -0.000208104 0.00022668 0.000404852 0.000544032 0.000696058 -0.000126491 0.000516303 0.00133126 0.00158584 0.0012863 0.00196636 0.00265842 -0.00102935 -0.00120104
internal_weight=0 8.98692 8.60556 7.43848 7.2258 7.03824 8.29662 7.96297 1.61583 5.44119 5.1093 4.84716 4.21982 2.52177 2.14558 1.79579 1.21067 5.42241 5.03568 4.84007 4.65087 2.02658 1.71812 2.62428 2.46763 1.3499 2.18579 1.5561 4.02372 3.81423
internal_count=3121 2178 1781 943 824 803 1743 1724 220 1517 1417 1281 1250 207 176 138 113 583 560 530 517 198 135 319 307 104 269 239 1225 1196
is_linear=0
shrinkage=0.00362869


Tree=344
num_leaves=31
num_cat=0
split_feature=1213 475 156 14 123 133 1456 151 1366 16 403 1455 42 457 33 33 156 4 1374 150 124 160 133 133 1 51 12 13 12 3
split_gain=0.232026 0.250448 0.221226 0.212967 0.24673 0.322403 0.244516 0.241035 0.214082 0.224584 0.198878 0.203719 0.19806 0.182571 0.18898 0.196342 0.187283 0.272824 0.314893 0.244154 0.262525 0.197675 0.335802 0.278019 0.211524 0.226045 0.204529 0.199444 0.193616 0.243751
threshold=-1.0000000180025095e-35 -0.086004999999999984 -1.0000000180025095e-35 0.076175000000000007 1.0000000180025095e-35 -0.089569999999999983 0.075120000000000006 -0.5145249999999999 -1.0000000180025095e-35 -0.53943499999999989 -0.083814999999999987 -1.0000000180025095e-35 -0.14899999999999999 0.5717850000000001 -0.0066799999999999993 -1.0000000180025095e-35 0.11896500000000002 0.50500500000000004 0.093235000000000012 -0.091259999999999994 -1.0000000180025095e-35 -0.098904999999999979 -0.030254999999999994 -0.25159999999999993 0.10471500000000002 -0.096089999999999981 -0.042789999999999988 -0.082759999999999986 0.11903500000000002 0.12178000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -2 4 6 -6 7 -4 -9 -10 -11 -12 -7 14 -13 -16 17 18 19 -17 -21 22 -22 -23 25 -25 -27 -26 29 -29
right_child=2 -3 3 -5 5 12 -8 8 9 10 11 13 -14 -15 15 16 -18 -19 -20 20 21 23 -24 24 27 26 -28 28 -30 -31
leaf_value=0.0033809052974200604 -0.0033255929487251727 -0.0029754463352920945 -0.0033653258115293573 -0.0022771387675111858 -0.0022966496050368583 -0.0027663612438683979 -0.0033441728789159061 -0.0028025968262568547 0.0025786898335237235 -0.0024360128834290942 -0.0033538095215219351 -0.0023554221641461058 0.00258918868601692 -0.0031546993069284748 0.0040623596206011319 0.0026292864041313983 -0.00233601140157673 0.0033461471528541597 -0.0034106897726876211 -0.0028014413746020599 0.0021304327528373804 -0.0025172944926861391 -0.0032123775828420582 -0.0033390759400769108 0.0030692010531557434 -0.003410922224820429 0.00042883624379747921 0.002085620594571611 -0.0014544163807158109 -0.00073181782694643023
leaf_weight=0.078341595828533173 0.22039106779265871 0.51690193451940913 0.22785667108836527 0.43106469360645938 0.20992739475332189 0.08194532268680621 0.24265677390212737 0.27814706973730352 0.39987503847804973 0.34174129631718031 0.18163776223080397 0.301277360063957 1.0084115772624507 0.17723370785825032 0.1504598557948843 0.47996330435850865 0.29851746428175907 0.31816175571293648 0.25410905320313837 0.30789258982983092 0.18827739101834595 0.33684064114638523 0.41080950859757592 0.19141097071403912 0.57051429257262531 0.15661207574883551 5.4633335723485681 1.2200703934067862 0.33374300017021585 0.46562467305921007
leaf_count=4 162 487 44 83 17 6 184 45 58 316 83 24 232 9 1 28 89 95 26 25 27 123 160 83 68 12 519 77 21 13
internal_value=0 -0.00213887 -3.05417e-05 1.77811e-05 8.55522e-05 0.00146287 -4.91351e-05 1.21149e-05 7.21146e-05 0.000135837 5.54271e-05 0.000127542 0.00218669 0.000181938 0.000233597 0.000303576 0.000252143 0.000324368 0.000231739 0.000323153 0.000208394 0.000307643 -0.00153327 0.000433855 0.000552178 0.000201252 0.000321833 0.00133959 0.000850955 0.00130738
internal_weight=0 0.595244 15.2485 15.0281 14.5971 1.30028 13.2968 13.0541 12.8263 12.5481 12.1482 11.8065 1.09036 11.6249 11.4476 11.1463 10.9959 10.6974 10.3792 10.1251 9.64513 9.33724 0.599087 8.73815 8.40131 5.81136 5.61995 2.58995 2.01944 1.6857
internal_count=3121 491 2630 2468 2385 255 2130 1946 1902 1857 1799 1483 238 1400 1391 1367 1366 1277 1182 1156 1128 1103 187 916 793 614 531 179 111 90
is_linear=0
shrinkage=0.00331285


Tree=345
num_leaves=31
num_cat=0
split_feature=1 0 47 12 50 0 43 14 403 403 49 52 151 3 0 48 16 48 42 160 4 474 16 1 132 42 156 151 2 1212
split_gain=1.23012 0.705985 0.626443 0.591223 0.612362 0.579188 0.736429 0.634466 0.557305 0.622619 0.548012 0.494854 0.521925 0.461129 0.777331 0.409448 0.405054 0.386164 0.399725 0.378043 0.595568 0.363197 0.445632 0.807475 0.35577 0.49692 0.332501 0.340217 0.328069 0.327974
threshold=0.10060500000000001 0.041630000000000007 0.087885000000000019 -0.040564999999999997 0.11610000000000001 -0.10011499999999998 -0.083134999999999987 0.062655000000000016 0.092070000000000013 0.097240000000000007 0.0065400000000000015 -0.24164999999999998 -0.40381499999999992 -0.084074999999999997 -0.077999999999999986 0.091150000000000023 -0.52595999999999987 -0.086869999999999989 -0.098769999999999983 0.092070000000000013 -0.025314999999999994 0.084660000000000027 -0.51370499999999997 0.077565000000000009 0.081465000000000024 0.085465000000000013 0.11715000000000002 0.06617000000000002 0.11093500000000002 -0.50120999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 3 -2 11 7 13 10 16 -10 21 -5 -13 14 -7 28 -8 -14 -19 20 -15 22 -1 -24 25 -16 27 -20 -3 -11
right_child=2 15 -4 4 -6 6 8 -9 9 29 -12 12 17 19 24 -17 -18 18 26 -21 -22 -23 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0010477616758739687 0.0013728188736264382 -0.00023255065017961188 -0.00019865138487562222 -0.00068665628645733681 -0.0015124261493733094 -0.0014859382287990062 0.00097098475544439642 -0.0015145940504106138 0.0016778098396593518 0.00053426978025644558 -0.0011765372132109308 -0.0013686056183863946 -0.00054937057363706556 0.0010230920962462102 -0.001502956857322136 0.0013319158719433614 -0.0013754492983655878 -0.00038258601048751756 0.0012782850060771161 0.0015123201136092632 -0.0012533658694998972 0.0012005425076389291 -0.0013863104845939021 0.00015930203894632479 0.0014672716007440448 0.00085533437665237045 -0.0003543897913102744 6.4692223675298562e-05 0.00091299061462307794 -0.0014895782859193777
leaf_weight=0.75860710791312147 1.356580665684304 2.5040926120709628 4.4982705449219784 0.7726992431562375 0.37777873221784819 1.1421209228574301 0.1654157727025457 0.68055556097533543 0.30309301661327459 0.26125020207837224 0.78145803860388685 0.28505429066717525 0.50346791837364335 0.51060846156906337 0.38553764217067532 0.60870750248432148 4.3094338501105076 0.54249607026576896 3.2269447497092227 0.47210206941235811 0.48542232927866436 0.62020176928490389 0.93401634646579879 3.3822089871391654 0.35061089554801583 0.38835479330737144 0.3792857655789702 0.59194026864133764 0.69063805672340084 0.51551073451992124
leaf_count=22 223 99 200 81 25 297 5 81 4 24 92 8 16 38 66 18 1172 11 191 15 76 16 65 79 15 14 10 21 23 114
internal_value=0 -0.000345503 0.000241044 0.000487163 0.000307294 -0.000477632 -0.000720017 -0.000163029 -0.00105975 -0.000110925 -2.10052e-05 0.000416381 0.000570529 -0.000214738 -0.000630873 0.000225839 -0.00128871 0.000675935 0.000806064 0.000427725 -8.63551e-05 0.000137554 7.6447e-06 -0.000175163 0.000237588 -0.000319519 0.000959664 0.00109017 1.50929e-05 -0.000808892
internal_weight=0 20.2499 12.5345 8.03625 6.67967 16.4465 9.28946 7.15705 5.5547 1.07985 6.47649 6.30189 5.52919 3.73476 2.26662 3.80344 4.47485 5.24413 4.74067 1.46813 0.996031 5.69503 5.07483 4.31623 1.1245 0.773892 4.19817 3.81889 3.19473 0.776761
internal_count=3121 2335 786 586 363 2195 1840 355 1319 142 274 338 257 521 392 140 1177 249 233 129 114 182 166 144 95 80 222 212 122 138
is_linear=0
shrinkage=0.0014715


Tree=346
num_leaves=31
num_cat=0
split_feature=31 2 123 1447 1 16 133 1456 1365 3 15 15 2 4 4 3 3 1 4 3 11 3 1 2 13 16 48 48 48 474
split_gain=0.224731 0.22946 0.295171 0.300498 0.234557 0.246754 0.21511 0.201478 0.20947 0.200589 0.195396 0.353803 0.206062 0.218151 0.261419 0.235694 0.230072 0.320203 0.294612 0.2121 0.188851 0.225002 0.224252 0.376188 0.35679 0.322065 0.272879 0.24502 0.293422 0.222662
threshold=-1.0000000180025095e-35 0.088225000000000012 0.086730000000000015 -1.0000000180025095e-35 0.13075500000000004 0.51524500000000006 0.18829500000000002 -1.0000000180025095e-35 1.0000000180025095e-35 -0.20241999999999996 -0.11713499999999999 -0.10653 -0.14451499999999998 -0.083854999999999985 -0.084369999999999987 -0.078934999999999991 -0.077644999999999978 0.09253500000000002 0.033845000000000007 0.090900000000000009 0.089270000000000002 -0.10217499999999997 0.093575000000000019 0.092875000000000013 -0.42195999999999995 -0.090764999999999985 0.088965000000000002 -0.089099999999999999 0.12879500000000002 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 4 3 -3 9 -6 7 -5 20 -2 -11 -12 -13 14 -14 -15 -17 18 19 -18 21 -9 23 25 -25 -23 -27 -24 29 -29
right_child=1 2 -4 6 5 -7 -8 8 -10 10 11 12 13 15 -16 16 17 -19 -20 -21 -22 22 27 24 -26 26 -28 28 -30 -31
leaf_value=0.0035234275825935676 0.0022105403567753649 -0.0035003229978772081 0.002480412179984513 -0.0034934799696556889 0.0034135632629613798 -0.00075324999763336654 -0.0034791862423327467 0.0016710215183358803 -0.0025943159251763047 -0.002943115946394848 0.0029534510190355394 0.0030794380351315091 -0.00079452857056374162 -0.003096726860814429 0.0035217856694274201 0.001809494430919444 -0.0035072526900504948 -0.0034248611060784221 0.0024604390906329291 0.00059881351314720367 -0.0020393465795129754 0.0024840564727703521 -0.001970608050602432 0.0010861238665094588 -0.0024633333868470161 -0.0020464620277224274 0.0015870565938186734 -0.0017940504051984845 -0.00054512736856736951 0.0025278509102540196
leaf_weight=0.19992824934888531 0.22688098624348629 0.28145582258002377 0.61481907093548294 0.17194594639294436 0.31835521681932721 0.36129552870988846 0.19309709145454768 1.5565124238491916 0.29134722403250712 0.6053104977327165 0.2728825657977717 0.13508586998796124 0.76655865181237459 0.99375308569869991 0.21365915422211434 0.29001281275122881 0.33121471339836828 0.63438495894661173 0.31618180556688458 0.27350659167859703 0.36553256073966611 0.73883469450811379 0.30204962240532074 0.45961341354995333 1.266431098425534 0.58370715359343373 0.42555923241889104 0.15674397538532581 0.69907571549992997 1.5037471140385599
leaf_count=86 18 115 122 106 44 15 138 145 38 101 10 24 309 626 22 55 49 137 10 12 73 57 24 12 357 144 28 14 31 199
internal_value=0 -0.000158886 0.000167154 9.0515e-06 -0.000704862 0.00119853 0.000122399 0.000204015 0.000280163 -0.000960551 -0.00110943 -0.000846858 -0.00110911 -0.00125726 0.000146303 -0.00174185 -0.00101221 -0.00153837 -0.000238818 -0.00165014 0.000384096 0.000499256 0.000202004 -0.000375426 -0.00151818 0.000752908 -0.000514381 0.000955711 0.00133031 0.00211988
internal_weight=0 15.3496 9.61047 8.99565 5.73908 0.679651 8.7142 8.5211 8.34915 5.05943 4.83255 4.22724 3.95436 3.81927 0.980218 2.83905 1.8453 1.55529 0.920903 0.604721 8.05781 7.69227 6.13576 3.47415 1.72604 1.7481 1.00927 2.66162 2.35957 1.66049
internal_count=3121 3035 1603 1481 1432 59 1366 1228 1122 1373 1355 1254 1244 1220 331 889 263 208 71 61 1084 1011 866 598 369 229 172 268 244 213
is_linear=0
shrinkage=0.00345078


Tree=347
num_leaves=31
num_cat=0
split_feature=39 52 147 123 133 1456 401 42 52 47 4 48 15 52 448 13 159 403 1186 1186 1 16 448 121 47 52 457 43 4 0
split_gain=0.210906 0.210843 0.251027 0.213676 0.271261 0.208928 0.192844 0.190939 0.295132 0.312256 0.344873 0.296701 0.277482 0.24332 0.201634 0.214251 0.217046 0.19101 0.184664 0.19865 0.165565 0.196167 0.153686 0.15256 0.169743 0.262234 0.235336 0.19177 0.215647 0.3154
threshold=0.16946000000000003 0.19022000000000003 1.0000000180025095e-35 1.0000000180025095e-35 -0.089569999999999983 0.075120000000000006 0.10076500000000001 -0.11051499999999999 0.13389000000000004 0.13148500000000005 0.24564500000000003 0.11951500000000001 -0.11713499999999999 0.11434500000000002 -0.083859999999999976 -0.28558999999999996 0.10862000000000001 -0.092474999999999988 0.091245000000000007 0.081240000000000021 0.111945 -0.53943499999999989 -0.08020999999999999 -1.0000000180025095e-35 0.09550500000000002 -0.11592499999999999 0.10378500000000002 -0.17390999999999998 -0.42529999999999996 -0.0058249999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 5 -5 6 7 -1 9 10 12 20 -9 14 -14 -16 17 -17 19 23 21 -12 -6 -19 25 26 -25 -27 -29 -30
right_child=-2 2 -4 4 22 -7 -8 8 -10 -11 11 -13 13 -15 15 16 -18 18 -20 -21 -22 -23 -24 24 -26 27 -28 28 29 -31
leaf_value=-0.00198305482032941 0.0033408111865146197 -0.00203352884581319 0.0027026493203580783 -0.0021416324544469133 -0.0017043201968192038 -0.0032445531084511789 -0.0029846584165353013 -0.0028653458984618236 0.0024336504667041071 -0.0028732413264705653 0.0030672192284384339 -0.0028212378118349047 -0.0033129800317437019 -0.0033869918050109821 0.0018488415225722864 -0.003229816954270878 -0.0032840189293551758 -0.0033713591929286483 -0.0033001376772599372 0.002450318070511394 0.0028596281843743846 -0.0001337667370531552 0.0024398780993816456 -0.0028520159946787307 0.0019550397612359844 0.001905403226531846 0.0019384595628832513 -0.0034249255106202597 -0.00012821775327900547 0.0031539771102930951
leaf_weight=0.50342585403995599 0.18273361536557864 0.99543534906115272 0.13149835728108883 0.19848901452496648 0.10409474465996027 0.22301843912282571 0.23555926651170089 0.39592126860224297 0.51251742723980065 0.39683628128841597 0.28307558491360396 0.16489925771020342 0.18763808917718083 0.2280036594456768 0.64280635397880281 0.18444743199505076 0.2145323773875133 0.13323551556093605 0.16257753092213523 0.37586658631335002 0.731201268004952 0.66678945475723483 0.86214190471218788 0.54724728292784597 0.47902991314185772 0.61006703034216947 0.13214015401899815 0.18514225282705066 3.9035461125604218 0.3295344031649784
leaf_count=129 23 344 5 18 5 202 161 104 24 27 36 13 33 43 60 240 84 6 26 29 134 50 233 259 55 26 4 17 711 20
internal_value=0 -0.000141754 -0.00148088 -3.07396e-05 0.00128873 -0.000154387 -9.79263e-05 -4.11202e-05 4.41345e-05 -6.76611e-05 3.77933e-05 0.00130274 -0.00023024 -0.000104781 -1.22525e-05 6.61435e-05 -9.17553e-05 5.4845e-06 9.24937e-05 0.000174868 0.00170726 0.00082018 0.00199341 3.95405e-05 0.000112997 -4.16009e-05 -0.00192027 0.000212232 -2.15603e-05 0.000127293
internal_weight=0 14.7207 1.12693 13.5938 1.16473 12.4291 12.206 11.9705 11.4671 10.9545 10.5577 1.84597 8.71174 8.31581 8.08781 7.90017 7.25737 7.04283 6.85839 6.69581 1.68107 0.949865 0.966237 6.31994 6.18671 5.70768 0.679387 5.02829 4.41822 4.23308
internal_count=3121 3098 349 2749 256 2493 2291 2130 2001 1977 1950 233 1717 1613 1570 1537 1477 1393 1153 1127 220 86 238 1098 1092 1037 263 774 748 731
is_linear=0
shrinkage=0.0032217


Tree=348
num_leaves=31
num_cat=0
split_feature=1 0 52 3 47 15 48 1 52 4 43 3 2 3 4 15 403 133 130 1 1 9 1212 51 51 151 3 40 0 0
split_gain=1.68192 1.05147 0.892929 0.791511 0.744322 0.910418 0.985761 0.899258 0.702013 0.690977 0.837945 0.583021 0.571943 0.537704 0.474843 0.510071 0.594298 0.466599 0.48101 0.517788 0.47224 0.460277 0.441016 0.434925 0.887094 0.477176 0.419671 0.394454 0.387904 0.380406
threshold=0.094385000000000011 -0.060129999999999996 -0.43320999999999993 0.090900000000000009 0.096300000000000011 0.035560000000000008 0.12879500000000002 0.11146500000000002 0.13796000000000003 -0.49405499999999997 -0.45785999999999999 0.16158000000000003 0.12437500000000001 -0.077774999999999983 0.40124500000000002 -0.0063699999999999989 -1.0000000180025095e-35 0.076280000000000014 -0.082104999999999984 0.077565000000000009 0.080000000000000016 0.091600000000000015 -0.47073499999999996 0.045645000000000005 0.086685000000000012 -0.50641499999999995 -0.10519499999999998 -1.0000000180025095e-35 -0.10324499999999999 -0.062294999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 14 5 6 8 -7 -4 10 -3 26 -11 -10 15 21 -17 18 -18 -20 -21 23 -22 25 -25 -1 -6 -12 -9 -28
right_child=2 9 4 -5 11 7 -8 28 13 12 27 -13 -14 -15 -16 16 17 -19 19 20 22 -23 -24 24 -26 -27 29 -29 -30 -31
leaf_value=0.00030884102986518527 -0.0015755440624810673 0.0010122771681149965 0.0011505224149566482 0.00027382683258622063 0.00068757502347389498 -0.0014141175359424175 -0.00096519437235490532 0.0014864293728332567 -0.0015272232690651914 0.00083505245669232054 7.763126389904906e-05 0.0012787247809937451 -0.00096472611374453512 0.00070531346326900112 0.0016314169577585258 -0.0014019742529491625 0.00083029215462607025 0.00032469395131815829 -0.0015925826697387355 0.001178352151968029 0.0014584532104122247 0.00084636349828846294 -0.0011069385465626404 0.00096814415343674865 -0.001604434690879403 -0.0015869609207163696 -0.00098017073921511364 -0.001718509679570941 -0.0001979908527064978 0.00017764352002370184
leaf_weight=0.3476134999655186 0.62184506352059443 0.58238666318357024 6.5119269913993758 2.0355729125440112 0.69926669728010882 1.0071367004420602 0.70537437684833992 0.58218422811478376 0.44019798701629043 3.0080565101234273 0.41632252000272285 0.5665871095843612 0.49824996653478582 0.64213850442320086 0.196732487529517 1.443824972258877 0.47778896195814047 1.9759997633518649 1.2976598226232483 0.40481043467298139 0.18918444588780392 0.27313355728983868 1.1383552878396583 0.59818079508841016 0.7092063503805548 4.2641092678531978 2.3323487532325089 1.0241200379095967 0.76703205518424489 0.9737917492166156
leaf_count=30 119 9 459 48 18 82 10 14 23 104 8 25 62 23 5 540 21 119 200 10 6 3 125 14 113 696 112 65 30 28
internal_value=0 -0.000420254 0.00025197 -0.000629784 0.000326597 0.000551917 0.000794242 -0.00030161 0.000957663 0.000161527 -0.00056263 -0.000198558 0.000579302 -0.000202683 -0.00076791 -0.000803887 -0.000513841 -0.000280006 -0.000620643 -0.000849434 -0.00029276 -0.00112838 -0.000741351 -0.0012195 -0.000427379 -0.00144406 -0.000407528 -0.00119938 0.000528833 -0.000639148
internal_weight=0 20.8813 15.8498 15.3522 15.228 10.656 8.29964 2.35635 7.59426 5.52914 2.02283 4.57199 3.50631 1.08234 13.3166 13.1199 6.92762 5.4838 3.5078 3.03001 1.73235 6.19224 1.32754 5.91911 1.30739 4.61172 4.00541 1.44044 1.34922 3.30614
internal_count=3121 2178 943 1930 824 641 515 126 505 248 82 183 166 46 1882 1877 1021 481 362 341 141 856 131 853 127 726 158 73 44 140
is_linear=0
shrinkage=0.00155591


Tree=349
num_leaves=31
num_cat=0
split_feature=1 12 0 0 14 40 52 47 50 4 52 2 49 49 157 0 2 15 48 15 160 11 0 159 12 129 129 1212 43 43
split_gain=1.51282 0.828753 0.731912 1.04135 0.69321 0.660114 0.57416 0.634438 0.73739 0.551237 0.741289 0.663887 0.547362 0.549107 0.526846 0.559369 0.469902 0.445376 0.42919 0.609026 0.524412 0.445964 0.444213 0.416817 0.616899 0.415686 0.821564 0.375795 0.412838 0.772857
threshold=0.099195000000000019 -0.054684999999999991 -0.060129999999999996 -0.10011499999999998 0.062655000000000016 0.57330500000000006 -0.43320999999999993 0.10019500000000002 0.10965000000000001 -0.49405499999999997 0.10347000000000002 0.12437500000000001 0.0065400000000000015 -0.088694999999999982 -0.080544999999999992 -0.10224499999999999 0.089885000000000007 0.14654000000000003 0.12879500000000002 0.035560000000000008 -0.079279999999999975 0.095720000000000013 -0.10324499999999999 0.092630000000000018 0.092355000000000007 0.092550000000000007 0.093925000000000008 -0.50120999999999993 -0.083134999999999987 -0.084154999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 5 3 4 12 -2 -3 8 18 10 -4 23 13 -1 -15 16 -16 25 19 20 -8 -22 -21 24 -11 27 -27 -5 29 -29
right_child=1 6 9 17 -6 -7 7 -9 -10 11 -12 -13 -14 14 15 -17 -18 -19 -20 22 21 -23 -24 -25 -26 26 -28 28 -30 -31
leaf_value=-0.0010679003873296849 0.0011623288326945596 -0.0014797233532543208 -0.0013376997946848769 0.00065328822147848727 -0.0015055289060361781 -0.0016314697113809773 2.7167178553399458e-05 -0.00040609182956046006 -0.0013190661897956942 0.0015239106677360636 0.00049608728128540218 -0.0010707949270128358 -0.0011612682570634769 0.0014588744977942058 -0.00068518486706437606 0.001283052750076038 0.00035542736570186431 0.00041349533055164004 -0.00040445765722697667 0.00067869364320931303 0.001387605157369566 -0.00014835477469716171 -0.00095901614527814925 -0.00035294048356033088 -2.5913457803380265e-05 0.001726280560543512 -0.0014795233879468734 -0.0010206019690852891 -0.0014169276851632431 0.0011059008484162853
leaf_weight=0.7023054570890962 2.4648061475018035 0.50379822903778304 1.1218286535004152 0.26102992694359617 0.72907955991104234 0.19584113173186768 1.1307460335083286 3.3937973845750093 0.52396494382992376 1.5116664930246808 0.8174915516283362 0.55390886962413777 0.77335352706722904 0.73742114659398783 1.6707876987056804 0.74543809960596563 2.1020932081155479 0.5268519055098303 1.0028402870520947 0.65969440201297402 2.9614018243737523 0.46985823102295388 0.76999049866572 0.66461573354899872 0.86693258502054948 0.34156649594660837 0.34440403198823333 2.4903738093562429 4.4286612469004387 0.42993462353479195
leaf_count=32 262 106 75 25 80 3 45 118 32 40 18 62 90 14 52 15 64 10 21 15 173 16 25 22 50 6 103 407 1104 36
internal_value=0 0.000220544 -0.000395312 -0.000551729 -0.000148935 0.000956687 4.89783e-05 0.000119555 0.000356829 6.47282e-05 -0.000564694 0.000404069 -2.00239e-06 0.00014847 0.000311009 0.00012367 -0.000105399 -0.000892327 0.000482371 0.000630801 0.000892211 0.00117728 -0.000203334 0.000672516 0.000959043 -0.000975256 0.000116748 -0.00107369 -0.00113503 -0.000707533
internal_weight=0 14.0767 21.8197 16.2833 7.46048 2.66065 11.4161 10.9123 7.5185 5.53644 1.93932 3.59712 6.7314 5.95805 5.25574 4.51832 3.77288 8.82282 6.99453 5.99169 4.56201 3.43126 1.42968 3.04321 2.3786 8.29597 0.685971 7.61 7.34897 2.92031
internal_count=3121 816 2305 2038 347 265 551 445 327 267 93 174 267 177 145 131 116 1691 295 274 234 189 40 112 90 1681 109 1572 1547 443
is_linear=0
shrinkage=0.00146466


Tree=350
num_leaves=31
num_cat=0
split_feature=1 12 3 0 47 1446 4 43 12 150 2 48 3 457 39 15 4 47 453 484 133 15 10 12 2 402 3 52 47 1212
split_gain=1.22915 0.862232 0.862042 0.577777 0.561589 0.665754 0.464895 0.575721 0.465119 0.43626 0.434862 0.611785 0.378378 0.447357 0.341331 0.403026 0.314039 0.591636 0.468674 0.535992 0.407047 0.310771 0.452797 0.402251 0.539051 0.47014 0.391929 0.323604 0.307105 0.303776
threshold=0.094385000000000011 -0.064509999999999984 0.31299000000000005 0.024095000000000002 0.090100000000000013 0.097670000000000021 -0.49405499999999997 -0.45785999999999999 0.086305000000000007 0.081835000000000019 0.090790000000000023 0.12737000000000001 0.090900000000000009 0.082380000000000009 0.14059500000000003 -0.49307999999999996 -0.0073899999999999999 0.13148500000000005 1.0000000180025095e-35 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.0063699999999999989 -0.012544999999999999 0.092200000000000018 0.088225000000000012 -0.50169499999999989 -0.0080949999999999998 0.10024500000000001 0.10954500000000002 -0.47386499999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 4 9 12 5 -2 7 -5 -8 14 -11 -12 21 -14 15 -3 -17 18 19 -18 -21 22 -1 24 26 -25 29 -26 -6 -23
right_child=1 2 -4 6 28 -7 8 -9 -10 10 11 -13 13 -15 -16 16 17 -19 -20 20 -22 23 -24 25 27 -27 -28 -29 -30 -31
leaf_value=0.0003545275787554523 0.0014224880134506904 0.0015164582264245131 0.0015074711270563514 0.00053020012398028056 -0.001166933521959779 -0.0016246549534843717 0.0011104102887637944 -0.0011989116645208155 -0.00033023548444260611 -0.00093027331807486757 0.0009670392384585314 -0.00088043302537539809 -0.00077298455549986279 0.00062900768179152027 0.00054273649560401035 -0.0011140879749255061 -0.0013396989988847083 -0.0014685895587777241 -0.0015782746894477072 -0.00095235438595285375 0.00025511502561535271 0.0004983851061860367 -0.0012550169531315423 0.0010452788533418767 0.00029040514788638292 -0.0015253453222796153 0.00031097004264515036 -0.0009019194242489238 0.00047504952584806194 -0.0011561478576124539
leaf_weight=0.4050848064944147 1.4328964427113526 0.18294064328074178 0.50830228044651526 0.57221473753452334 0.48829802870750405 0.17689049243926991 0.8069816250354046 1.6199663223233072 1.2612985714804379 0.69009216455742839 1.3803843199275432 0.55061488831415761 1.491310766199603 0.75171174900606264 0.54527798865456212 2.8666916377842382 0.73092330456711341 1.2016457091085611 0.5806729127652942 0.74840488098561753 3.3904880948830387 0.26020770217292799 7.3092033040011364 0.16941410489380393 1.7962011836934837 2.0080432594986632 0.52315732254646441 0.69260253792162974 0.51283879182301462 3.8372229641536215
leaf_count=7 235 15 62 9 14 3 31 63 31 25 76 10 44 16 24 233 44 29 13 33 97 18 904 7 92 305 16 56 30 579
internal_value=0 -0.000233277 -0.000385318 -0.000765879 0.000545671 0.00108765 -0.000272096 -0.00074757 0.000231862 -0.000460085 7.94066e-05 0.000440242 -0.000875197 -0.00030313 -0.000598081 -0.0006622 -0.000704071 -0.000527377 -0.000319872 -0.000169821 3.67774e-05 -0.000950672 -0.0011705 -0.00076807 -0.000597389 -0.00132534 -0.000896861 -4.14037e-05 -0.000325817 -0.00105108
internal_weight=0 15.9874 13.3764 23.5046 2.61092 1.60979 4.26046 2.19218 2.06828 12.8681 2.62109 1.931 19.2442 2.24302 10.247 9.70177 9.51883 6.65213 5.45049 4.86982 4.13889 17.0011 7.71429 9.28685 7.10939 2.17746 4.62059 2.4888 1.00114 4.09743
internal_count=3121 943 661 2178 282 238 134 72 62 599 111 86 2044 60 488 464 449 216 187 174 130 1984 911 1073 761 312 613 148 44 597
is_linear=0
shrinkage=0.00148187


Tree=351
num_leaves=31
num_cat=0
split_feature=1 12 159 0 0 43 14 40 151 483 52 47 49 160 1 3 0 0 474 1 3 403 403 16 160 4 48 147 16 16
split_gain=1.1422 0.64206 0.57115 0.540391 0.604279 0.764497 0.580415 0.533351 0.492636 0.518338 0.562144 0.55206 0.462236 0.449275 0.440237 0.436743 0.78083 0.423794 0.50578 0.488805 0.496768 0.38348 0.541893 0.392387 0.378643 0.566329 0.308634 0.366693 0.328174 0.312604
threshold=0.10060500000000001 -0.064509999999999984 -0.032739999999999991 0.041630000000000007 -0.10011499999999998 -0.083134999999999987 0.062655000000000016 0.57330500000000006 -0.40381499999999992 0.10018500000000001 -0.43320999999999993 0.13148500000000005 0.0065400000000000015 -0.40698999999999991 0.13968000000000003 -0.084074999999999997 -0.077999999999999986 -0.10224499999999999 0.084660000000000027 0.077565000000000009 -1.0000000180025095e-35 0.092070000000000013 0.097240000000000007 -0.52595999999999987 0.092070000000000013 -0.025314999999999994 -0.086869999999999989 1.0000000180025095e-35 -0.072804999999999981 -0.013324999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 7 -1 4 6 15 12 -2 -3 10 -10 13 17 -12 -13 16 -6 18 19 -4 -21 23 -23 -7 25 -17 -15 28 -28 -30
right_child=1 8 3 -5 5 21 -8 -9 9 -11 11 14 -14 26 -16 24 -18 -19 -20 20 -22 22 -24 -25 -26 -27 27 -29 29 -31
leaf_value=-0.0016036081470399816 0.0014414598146358778 -0.0016768433896619109 -0.0012714275858510631 0.00029674836573719004 -0.0017271111616233808 0.0012254230367369908 -0.001749155515562841 -0.0019019501613159679 -0.0017283996652158512 -0.0016340583801120049 -0.0017623331356912189 -0.0015569130498797839 -0.0012884669507894572 -0.0006506809654419105 0.00030659832185597589 0.0012092108790816888 0.00044054431022039811 0.0015320145919664832 0.0015688934157756739 0.0013162337955642195 -0.00025586814108260613 0.0018535398035467254 -0.0010622536647339406 -0.001606112662893172 0.001776945198541828 -0.0015294303988144474 0.00095301948975414332 0.0017399733629668639 -0.00095328029058839225 0.00043805962335441071
leaf_weight=1.1123468938749308 1.7579950860235829 0.44210834242403407 0.89484828803688321 3.2214141590520731 1.018554368696641 0.14977924432606027 0.55989738611970086 0.15224650874733914 0.39999368449207118 0.44505583634600121 0.24094883562065295 0.72780251060612478 0.64474695920944203 0.52320441068149737 0.76209053350612521 0.46484847168903798 0.93685382383409921 0.66064888623077855 0.56938473694026459 0.81172200059518251 2.1633105888031423 0.25721701281145204 0.68733484152471647 3.5516940092784259 0.49172194895800203 0.42398462619167332 2.9832798861898437 0.89005197631195176 0.60634918906725976 2.1759968106635013
leaf_count=334 249 17 59 118 273 5 73 3 96 30 16 24 80 17 16 30 76 16 13 38 44 4 132 962 15 63 141 57 30 90
internal_value=0 0.000263235 -0.000412914 -0.000337264 -0.000480225 -0.000793444 -8.3669e-05 0.00117499 9.24305e-05 0.000172618 0.000258987 0.000348209 7.86559e-05 0.000539354 -0.000603714 -0.000167575 -0.000688568 0.000251492 6.09251e-05 -0.000160946 0.000173072 -0.00124283 -0.000268235 -0.00149154 0.000570356 -9.71556e-05 0.000616607 0.000716229 0.000558191 0.000134849
internal_weight=0 12.1071 18.6203 17.508 14.2865 7.98199 6.30456 1.91024 10.1969 9.75477 9.30972 8.90972 5.74466 7.41983 1.48989 3.33596 1.95541 5.09991 4.43927 3.86988 2.97503 4.64603 0.944552 3.70147 1.38056 0.888833 7.17888 6.65568 5.76563 2.78235
internal_count=3121 786 2335 2001 1883 1560 323 252 534 517 487 391 250 351 40 457 349 170 154 141 82 1103 136 967 108 93 335 318 261 120
is_linear=0
shrinkage=0.00171365


Tree=352
num_leaves=31
num_cat=0
split_feature=1 484 52 160 47 15 1 48 50 0 49 0 43 4 52 0 150 49 474 403 2 403 403 1 160 48 0 15 13 15
split_gain=1.17608 0.737486 0.731098 0.707872 0.725724 0.817165 0.798298 0.702483 0.793433 0.667247 0.609059 0.640456 0.584927 0.577442 0.595762 0.496835 0.495717 0.4899 0.554585 0.479386 0.463254 0.444767 0.414463 0.374884 0.352494 0.471371 0.336411 0.32435 0.456088 0.348318
threshold=0.094385000000000011 -0.0068949999999999992 -0.43320999999999993 -0.40698999999999991 0.096300000000000011 0.035560000000000008 0.11146500000000002 0.12879500000000002 0.11843500000000001 0.024095000000000002 0.006170000000000001 -0.10011499999999998 -0.084004999999999982 -0.49405499999999997 0.10347000000000002 -0.087634999999999977 -1.0000000180025095e-35 -0.086009999999999989 0.084660000000000027 0.092070000000000013 0.10584500000000001 0.097240000000000007 -0.088999999999999982 0.12577000000000002 -0.075414999999999982 0.086260000000000017 -0.10324499999999999 -1.0000000180025095e-35 -0.0034749999999999994 -0.08730499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -2 -4 5 7 -7 8 -5 10 11 17 15 14 -11 -13 -6 -3 24 -14 23 -21 -17 -18 -19 -26 -8 29 -29 -24
right_child=2 9 3 4 16 6 26 -9 -10 13 -12 12 19 -15 -16 22 20 18 -20 21 -22 -23 27 -25 25 -27 -28 28 -30 -31
leaf_value=-0.0015284479588484618 -0.0015201274487978323 -0.0011057757330422688 -0.001361277632024704 0.0010835852666151648 -0.0013838394020325925 -0.0013323702790478515 0.0014122252242827497 -0.00075318874683133463 -0.00089404536227954739 -0.0012498690526913624 -0.0012584277458672136 -0.001535205630565024 -0.0013126024742541773 0.00084430964246135388 0.00051749248767271041 -0.0015365406062095061 -0.00080329362420002636 -0.0010235343517242819 0.0015166729956577413 0.0016713753647045833 0.00079755868527363945 -0.00071730837514603896 0.0011911852232745655 0.00041020806576386312 0.00060324589438873742 -0.00059515430139392661 -0.00017917557813396313 0.0012028995690101423 -0.00056835726458565039 -0.001515814287705012
leaf_weight=1.1685511542600568 0.54212491866201062 0.7049025751184671 0.58498150168452312 6.2625490601640177 0.65938425436615933 0.90428249188698862 0.54600328160449862 0.60613025166094292 0.49609080282971252 0.85201047454029344 1.8098377195419733 0.47285378270316902 2.930536808387846 1.930402653524651 0.87703266576863825 0.29017760173883367 1.5176217817934228 0.61032427335157979 0.66221937350928772 0.24657472409307946 1.206579032121226 0.62258666253183037 0.15616301074624062 0.93050820380449284 2.3166546060238047 1.0953031864482907 0.67071892251260556 1.1751000046497218 0.45769367250613746 0.3470869647571827
leaf_count=397 119 33 34 470 21 75 14 10 21 34 380 53 720 53 17 75 73 33 14 3 53 108 4 25 71 29 28 41 42 71
internal_value=0 -0.00037053 0.000195889 0.000260561 0.000329311 0.000562106 -0.000261167 0.000799203 0.000938425 -0.000293464 -0.000444041 -0.000322112 -0.000632892 0.000278407 -0.0003534 -0.000123662 -0.000182555 6.41734e-05 0.000240222 -0.00102142 3.41816e-05 -3.96563e-05 0.000151439 -0.000342055 3.007e-05 0.000218537 0.000534964 0.000380748 0.000706393 -0.000675808
internal_weight=0 18.726 14.927 14.3848 13.7999 9.48577 2.121 7.36477 6.75864 17.5575 13.898 12.0882 6.69877 3.65945 1.72904 2.89908 4.31409 5.3894 4.6845 3.7997 3.65471 0.869161 2.42622 2.44813 4.02228 3.41196 1.21672 2.13604 1.63279 0.50325
internal_count=3121 2178 943 824 790 618 117 501 491 1781 1677 1297 1117 104 51 286 172 180 147 831 151 111 233 98 133 100 42 158 83 75
is_linear=0
shrinkage=0.00150528


Tree=353
num_leaves=31
num_cat=0
split_feature=1 159 14 3 4 52 0 1456 2 11 13 47 15 3 160 0 131 3 51 159 12 0 3 3 131 15 15 151 2 1212
split_gain=0.244417 0.237677 0.232125 0.230525 0.254004 0.214757 0.223315 0.207117 0.205169 0.220406 0.228321 0.259393 0.427119 0.396531 0.248432 0.223881 0.188403 0.193215 0.251846 0.276755 0.21393 0.40927 0.365652 0.30033 0.295469 0.268238 0.304031 0.316506 0.257894 0.270903
threshold=0.10060500000000001 -0.032739999999999991 0.062655000000000016 -0.14989499999999997 -0.46376499999999993 -0.43320999999999993 1.0000000180025095e-35 -1.0000000180025095e-35 0.14753000000000002 0.090920000000000015 -0.059629999999999996 0.10621500000000002 0.035560000000000008 0.11924500000000002 -0.081639999999999976 -0.10836499999999999 0.10100500000000001 0.092670000000000016 0.088210000000000011 0.091005000000000016 0.092355000000000007 -0.076899999999999982 -0.084074999999999997 -0.11255999999999998 0.10033500000000002 -1.0000000180025095e-35 -0.091604999999999978 -0.016164999999999995 0.073895000000000002 -0.46900499999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 -2 7 -7 9 10 14 12 13 -12 -9 -13 17 18 19 20 21 22 -5 -22 -25 26 27 -24 29 -27
right_child=5 2 -4 16 -6 6 -8 8 -10 -11 11 15 -14 -15 -16 -17 -18 -19 -20 -21 23 -23 25 24 -26 28 -28 -29 -30 -31
leaf_value=-0.0033413775561237815 -0.0037111321300941323 -0.00091490729486206886 -0.0037300503946523229 -0.0028729593583805644 0.0030619531620441624 -0.0037445175383686575 0.0030982387240095438 -0.0016440538362990688 0.0031480218427408536 -0.0022028088677108568 0.0030653599116320478 -0.0037710393606035404 -0.0022545538205983422 -0.00062095213491901891 0.0024479062282491888 -0.00017928640734871432 -0.0037447203983345862 0.0008071862121170224 -0.0034377932343544614 -0.0035887079118964516 0.0015503079333602562 0.0023416807354944471 0.0026928694873508572 -0.0037661951194704895 0.0040076014491791656 0.0033995526781092282 -0.0036417787167953943 -0.0012296755164359545 0.0022368235156833231 -0.0037264880586118472
leaf_weight=0.38788089920126267 0.16591736150439818 0.36451375851174816 0.27547201912966635 0.69930335263779397 0.54408707100082843 0.1635698351310565 0.4306318396993446 0.24353444745065633 0.36170584143837903 0.44526683748699714 0.99036004720255888 0.3914300047326833 0.51553832390345622 0.66148254415020347 1.1724332219164351 0.59344724053516973 0.23492256819736201 1.4785492903320117 0.41798355276114296 0.36524934120825481 0.26688941309112124 0.86726474182796964 0.40519322906038713 0.67683497488906119 0.073684260249137878 0.10572536499239504 0.41311670953291102 0.9017792557569918 1.0151390987448392 0.2307487214275209
leaf_count=334 97 17 80 401 39 30 110 36 97 25 127 23 28 25 156 32 144 81 122 160 23 93 35 338 1 6 123 89 173 76
internal_value=0 -0.000513695 -0.00039622 -0.000294865 0.00146651 0.000426004 0.000540994 0.000342172 0.000466532 0.000273072 0.000514397 -3.79864e-05 0.000674894 0.00158917 0.00174412 -0.00160679 -0.000491174 -0.000394636 -0.000670607 -0.000478504 -0.000277644 5.81612e-05 -0.000467008 -0.00180855 -0.00300298 8.07307e-05 -0.000884979 -1.35912e-05 0.00130971 -0.00148738
internal_weight=0 9.72434 9.33646 9.06098 0.908601 6.13532 5.9694 5.53877 5.3752 5.01349 4.56823 3.15226 2.16738 1.65184 1.41597 0.984877 8.15238 7.91746 6.43891 6.02093 5.65568 4.63827 3.77101 1.01741 0.750519 3.0717 1.72009 1.30697 1.35161 0.336474
internal_count=3121 2335 2001 1921 56 786 689 579 549 452 427 235 180 152 192 55 1865 1721 1640 1518 1358 996 903 362 339 502 247 124 255 82
is_linear=0
shrinkage=0.00368659


Tree=354
num_leaves=31
num_cat=0
split_feature=1 47 159 12 50 4 151 0 52 3 48 14 4 12 0 402 48 1186 133 457 2 4 2 1212 42 150 0 484 49 150
split_gain=0.732457 0.543021 0.489094 0.486495 0.53424 0.540534 0.524577 0.403064 0.400337 0.405323 0.385693 0.381456 0.374268 0.4205 0.683987 0.329276 0.292876 0.290301 0.353864 0.293652 0.28599 0.323618 0.354387 0.280204 0.276475 0.274441 0.277914 0.293996 0.266168 0.24563
threshold=0.10060500000000001 0.087885000000000019 -0.032739999999999991 -1.0000000180025095e-35 0.11610000000000001 -0.036839999999999991 -0.40381499999999992 0.041630000000000007 -0.11592499999999999 0.090900000000000009 0.081275000000000014 -0.46885499999999997 0.40124500000000002 0.092355000000000007 -0.077999999999999986 -0.50169499999999989 0.12879500000000002 0.085175000000000015 -0.0061299999999999992 -0.065884999999999985 0.11093500000000002 -0.49405499999999997 0.09678500000000001 -0.50120999999999993 -0.093284999999999993 0.099310000000000009 -0.082974999999999979 -1.0000000180025095e-35 -0.061079999999999988 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 -1 -2 5 -5 -7 8 -4 12 20 -8 13 14 17 -15 24 18 23 -20 21 22 -9 -10 -13 26 27 -21 -11 -3
right_child=1 29 7 4 -6 6 11 10 9 28 -12 16 -14 15 -16 -17 -18 -19 19 25 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0016371087355307771 0.0015271768611890911 -0.00157754561373454 -0.0014283961121218107 -0.00063941782832770046 -0.0018026591110118682 -0.0016611929139456049 -0.00072591476050118907 0.00022213423168462258 0.00067826380240888957 -0.00030165207565915008 0.0016997137978076538 -0.00027237665141773058 0.001567488177872455 0.0011978612254956948 0.00090798325205873772 -0.0017759749946923394 -0.00031423554094548058 0.00085190602427590142 -0.0018185099648575236 -0.0017991449808544375 0.0011636029000385536 0.0004639625055313002 -0.0018899017144208823 -0.0016448408347977826 0.0014877572252023775 -0.0016468457943336961 -0.0017643664318273415 0.00013413053107643073 0.0010017717450542046 -0.00013855098443097611
leaf_weight=0.87096112035215156 1.2377874687081201 0.40721484576351974 1.1116111349547306 1.0873892829986282 0.34351315489038814 0.25764461234211911 0.38544337917119298 0.42346362548414662 0.17875617742538441 0.88914937898516644 0.49931354098953296 0.30544259678572538 0.26603779196739274 0.12689361465163518 1.0766534016584026 1.1346169788739642 0.3883526362478732 0.39889102475717653 0.4303601187420999 0.26068173587554966 0.51514443266205479 0.88114793645217948 0.57311659934930503 1.4510758001706552 2.6197876412188621 0.41747456707525987 0.30111607367871585 3.2124421286280258 1.0442380572203536 3.3955149607500061
leaf_count=334 236 20 324 104 25 8 10 26 16 19 18 10 15 10 73 391 8 31 83 67 16 34 24 450 185 63 111 206 24 180
internal_value=0 0.000234704 -0.000361178 0.000537385 0.000309982 0.000453858 0.000754316 -0.000288029 -0.000426314 -0.000326753 0.000300072 0.000922562 -0.000479061 -0.000539631 -0.000386631 -0.00147684 0.00111432 -0.000596207 -0.000688601 -0.000441258 8.01333e-06 -0.000309016 -0.000992462 -0.00139005 0.00130397 -0.000299857 -0.000150864 -1.0975e-05 0.000402338 -0.000292646
internal_weight=0 10.4281 16.0631 6.62536 5.38757 5.04406 3.95667 15.1922 12.3 11.1884 2.89219 3.69903 9.255 8.98896 7.72745 1.26151 3.31358 6.6508 6.25191 4.62207 2.39287 1.87773 0.99658 1.62983 2.92523 4.19171 3.77424 3.47312 1.93339 3.80273
internal_count=3121 786 2335 586 350 325 221 2001 1883 1559 118 213 1516 1501 1100 401 203 1027 996 530 100 84 50 466 195 447 384 273 43 200
is_linear=0
shrinkage=0.0017508


Tree=355
num_leaves=31
num_cat=0
split_feature=4 12 151 3 151 49 3 132 150 12 376 133 47 457 52 43 4 128 0 42 133 13 15 159 1 3 50 47 1 1212
split_gain=1.6348 1.18186 1.00913 0.9657 0.942323 0.702811 0.530672 0.555876 0.458204 0.574582 0.421884 0.558276 0.415588 0.395751 0.377618 0.287073 0.559461 0.445481 0.36276 0.332322 0.278116 0.365025 0.295718 0.356603 0.566972 0.270571 0.262935 0.580096 0.560545 0.248764
threshold=0.27287000000000006 0.082095000000000015 -0.27559499999999998 0.10732000000000001 -0.086769999999999986 -0.22491999999999998 0.30112000000000005 0.081465000000000024 0.081835000000000019 -1.0000000180025095e-35 0.049360000000000008 0.085075000000000026 0.077555000000000013 0.093100000000000002 -0.0092699999999999987 -0.17390999999999998 -0.17966999999999997 0.085955000000000018 -0.059114999999999994 0.15432000000000004 -1.0000000180025095e-35 -0.10664 1.0000000180025095e-35 -1.0000000180025095e-35 0.10508500000000001 -0.026224999999999995 0.11875500000000001 0.10954500000000002 0.111945 -0.50120999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 -2 5 12 -3 7 10 9 -4 13 -12 -1 20 -8 16 -7 18 -18 29 -6 -22 23 -23 -25 -9 27 28 -11 -17
right_child=2 3 8 -5 6 15 14 25 -10 26 11 -13 -14 -15 -16 19 17 -19 -20 -21 21 22 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=0.00096131311271082439 -0.0013298825705262318 7.419277973820808e-05 0.0011882962880603413 0.00029274847816092466 -0.0013808929224852556 0.0011345182578986145 0.0013385949513894076 0.00095797284054868542 0.0013344563891934053 -0.00019893399465598563 -0.00059164533350384869 0.0010007952255392232 -0.00050620546025402394 -7.8107328534091034e-05 -0.00039149853566064675 0.00018045363747114414 -0.0013436082823976379 0.0004671360961560691 0.00023482011761008002 0.00064238833347143138 0.00053795857073238881 -0.0013623027022499263 -0.0012848588634605019 -0.00066857899016161705 0.00055110133463134284 -0.00031652695414394612 -0.0009745843589729627 -0.0010932281880514573 0.0013348061097461607 -0.0010345141299643492
leaf_weight=1.3055200269445801 0.61918777506798495 1.282437006477269 0.8316007956163961 1.3237069938331831 1.1125935437157686 0.30944822099991176 0.48004998406395316 0.62696418073028326 0.81415486568585027 0.88095397176220991 0.90633835550397523 0.6401048784609884 0.43955207988619793 1.6703958332072932 0.38933615619316775 0.29268988617696301 1.3416974456049504 0.41128517244942475 0.30440976331011071 0.2097979439422496 0.3958145375363501 0.94193271361290776 1.4197336861398069 4.4120198092423477 0.76156783034093667 0.51866631279699571 0.44309833273291577 0.50457622110843647 0.75326970079913735 15.235451916349112
leaf_count=65 15 31 138 25 61 6 38 26 79 29 22 49 20 28 18 24 96 16 18 6 13 46 55 125 27 21 12 11 68 1933
internal_value=0 -0.000580072 0.000226531 -0.000786014 -0.000313836 -0.000859669 -0.000424528 -0.000488621 0.000454485 0.000244603 -0.000569876 6.74988e-05 0.000591672 -0.000661873 0.000563809 -0.000925818 -0.000501949 -0.000748087 -0.00105171 -0.000989564 -0.000769697 -0.000683956 -0.000748142 -0.000623541 -0.000489038 0.000380963 -5.93503e-05 0.00013026 0.000508019 -0.00101161
internal_weight=0 36.7315 4.84684 20.7109 16.0206 19.3872 14.2755 13.4061 4.22765 3.4135 12.2605 1.54644 1.74507 10.7141 0.869386 18.1048 2.36684 2.05739 1.64611 15.7379 9.04366 7.93107 7.53525 6.11552 5.17359 1.14563 2.5819 2.1388 1.63422 15.5281
internal_count=3121 2769 352 2155 614 2130 529 473 337 258 426 71 85 355 56 2099 136 130 114 1963 327 266 253 198 152 47 120 108 97 1957
is_linear=0
shrinkage=0.0013054


Tree=356
num_leaves=31
num_cat=0
split_feature=12 1 15 1 47 13 474 48 3 16 47 156 1 1447 16 15 48 52 48 3 48 1212 160 3 16 0 41 52 15 0
split_gain=1.14611 0.967266 0.738932 0.657595 1.06174 0.672205 0.64246 0.632009 0.575441 0.577011 0.558195 0.457253 0.449934 0.437153 0.426465 0.539763 0.436514 0.424994 0.400893 0.568468 0.542789 0.416471 0.37928 0.321364 0.716571 0.510336 0.31265 0.428198 0.314796 0.301653
threshold=0.082095000000000015 0.13021500000000003 0.035560000000000008 0.094385000000000011 0.096300000000000011 -0.080759999999999985 0.084660000000000027 0.12879500000000002 0.10732000000000001 -0.16927999999999996 0.09550500000000002 0.11896500000000002 0.11146500000000002 -1.0000000180025095e-35 -0.091354999999999978 -1.0000000180025095e-35 0.085845000000000019 0.10611000000000001 0.091545000000000015 -0.082974999999999979 0.10288500000000002 -0.50120999999999993 -1.0000000180025095e-35 -0.084074999999999997 -0.080509999999999984 -0.077999999999999986 0.079300000000000009 -0.23798499999999997 0.088655000000000025 -0.11991499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 8 3 6 7 -6 10 11 9 22 14 13 -4 -5 16 -16 -1 -7 19 23 -20 -21 -2 25 -25 29 27 -27 -29 -11
right_child=1 -3 12 4 5 17 -8 -9 -10 18 -12 -13 -14 -15 15 -17 -18 -19 20 21 -22 -23 -24 24 -26 26 -28 28 -30 -31
leaf_value=0.00076315017860414925 -0.0012097543074399348 0.00094411066776835576 -0.0012289977590991209 -0.00047989602345181129 0.001110706087407212 -0.00099083537261756552 0.00092530107370056617 -0.00076065583088427496 0.00047871781509631307 -6.156924370569719e-05 0.0010444241045202505 -0.00068554929582715935 0.00026879282830636611 0.001181425669702422 -0.0013343415130635267 -0.00018664472883414597 -0.00059592433690331477 0.00038527738432637742 0.00066397900781933262 0.00043105533376645898 -0.001383006371993631 -0.0013827634433081586 6.5697834459438835e-05 0.0014996029504069743 -0.0013870860250955437 -0.0013938018800405897 -0.0014676113001940423 0.00056488199795278458 -0.00075341685061873574 -0.0013507037283294466
leaf_weight=0.93933631130494111 0.50152281019836653 0.99596129939891476 1.103207868291064 0.31954748369753261 0.56049422966316376 1.4422386701917278 1.0073119667358694 0.42959285154938687 1.156783937476576 0.41713144956156378 0.54892208799719799 0.29572559322696168 0.57543945009820152 4.5690820360323405 1.4521302584325888 1.651382860727612 0.84782328503206372 0.59891295013949264 0.81779729772824683 0.25831007224042002 0.34828639775514603 3.1438703141175219 3.5620314715197301 0.40871879796031862 0.26877728477120388 0.36576474085450228 0.33240555832162488 1.3629256627755237 0.45576337794773292 1.9069712468772193
leaf_count=37 50 57 79 12 31 53 46 5 20 38 15 12 23 386 79 54 25 21 71 24 84 887 119 22 69 92 14 64 59 573
internal_value=0 -0.000367151 0.000147444 0.000246246 0.000503852 -0.000221294 -8.20346e-05 0.000839903 -0.000452469 -0.000528593 -0.000268574 0.000972531 -0.000715556 0.00107283 -0.000415943 -0.000723651 0.000118409 -0.000587058 -0.000704593 -0.00080357 5.25845e-05 -0.00124505 -9.17181e-05 -0.000531393 0.000354391 -0.000655359 -0.000226923 -3.81291e-05 0.000234516 -0.00111933
internal_weight=0 16.303 16.3411 14.6625 8.21559 2.60165 6.44691 5.61395 15.3071 14.1503 5.43959 5.18436 1.67865 4.88863 4.89067 3.10351 1.78716 2.04115 10.0867 8.92064 1.16608 3.40218 4.06355 5.51846 0.677496 4.84096 2.51686 2.18445 1.81869 2.3241
internal_count=3121 2243 878 776 520 105 256 415 2186 2166 210 410 102 398 195 133 62 74 1997 1842 155 911 169 931 91 840 229 215 123 611
is_linear=0
shrinkage=0.00137317


Tree=357
num_leaves=31
num_cat=0
split_feature=12 1 15 3 4 48 147 14 132 13 133 122 123 3 16 50 42 0 2 43 38 1 133 13 52 157 48 1 0 16
split_gain=0.705569 0.53657 0.445495 0.397786 0.4341 0.450313 0.394411 0.39642 0.398785 0.422373 0.537664 0.438238 0.429915 0.384755 0.34518 0.453733 0.412224 0.333772 0.332998 0.329496 0.332034 0.291163 0.275564 0.290995 0.265595 0.26247 0.345544 0.352638 0.250933 0.244373
threshold=0.084100000000000022 0.12958500000000003 0.084050000000000014 0.10732000000000001 0.15285000000000001 0.092805000000000012 0.089025000000000007 0.076175000000000007 0.081465000000000024 -0.073839999999999975 -0.0061299999999999992 1.0000000180025095e-35 1.0000000180025095e-35 -0.088084999999999983 -0.088159999999999988 0.10030500000000002 0.15665000000000004 -0.077999999999999986 0.093320000000000014 -0.084154999999999994 1.0000000180025095e-35 0.11146500000000002 0.092845000000000011 0.11596500000000001 1.0000000180025095e-35 -0.081364999999999979 0.12649500000000002 0.094465000000000007 -0.014954999999999998 -0.48836499999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 6 4 5 13 7 8 9 10 -1 12 25 17 15 16 -15 -2 -7 -12 -21 -4 23 28 -6 -11 27 -27 -19 -26
right_child=1 -3 21 -5 24 18 -8 -9 -10 11 19 -13 -14 14 -16 -17 -18 22 -20 20 -22 -23 -24 -25 29 26 -28 -29 -30 -31
leaf_value=-0.0019241770253975894 -0.0016243321979517856 0.0010766624964001301 -0.0021012380148666739 0.0006292604561932341 0.00028000408715615988 0.0011514733693891448 0.0018626406863362535 -0.0020614141166343113 0.0015742084315505606 0.00099032396122854531 -0.0013771632409742634 -0.0021567066347389988 0.0014378702502434002 -0.002100377618038096 -0.0020901099385080058 0.0013699331529453541 0.0018415756191397577 0.00014517279614410089 -0.0020785123511196124 0.0017784889570033485 -0.00060184868929257678 0.00036058511682001825 0.00158047374439939 0.00093190337315955185 0.00026029663402414431 -0.00052530564598594974 -0.0014315464019878832 0.00051537880243833977 -0.0017899654529861995 -0.002180625874092072
leaf_weight=0.26029343111440573 0.97008496482158113 0.85959295579232353 0.57770918501773927 0.99736938113346774 2.2461798106087376 0.63030941080069158 0.63982105220202434 0.32300206297077316 0.91056424146518189 0.80645596433895672 0.19250032107811454 0.40838786656968373 0.8403069246560334 0.74555384035920524 2.4072042840998611 0.32105299108661711 0.13365928269922733 0.47476812201784901 0.17401769460411742 1.8060119664878542 0.29066335409879673 0.31837224215269089 0.32987672090530384 0.44767114322166879 0.30070734245236963 3.162091760139452 0.92314190510660399 2.4838695105863735 0.72116086841560678 0.41996324888896186
leaf_count=27 308 59 114 20 80 61 67 24 79 32 84 13 108 237 951 45 2 60 71 175 18 14 13 20 32 148 30 106 94 29
internal_value=0 -0.000497719 0.000183243 -0.000617276 -0.000737721 -0.00100693 0.000280069 0.000198459 0.000258863 0.000151674 0.000890806 -6.68254e-05 3.70568e-05 -0.00118614 -0.00163863 -0.000733154 -0.00150112 -0.000631589 0.00045266 0.00121089 0.0014485 -0.00122657 -0.000143595 -0.000489622 -7.03002e-05 -0.00012254 -0.00025916 -6.74696e-05 -0.00102174 -0.00116213
internal_weight=0 12.1792 13.9432 11.3196 10.3222 7.35536 13.0471 12.4073 12.0843 11.1737 2.54947 8.62425 8.21587 6.55103 3.60747 1.20027 0.879213 2.94356 0.804327 2.28918 2.09668 0.896081 1.97348 1.6436 2.96685 7.37556 6.5691 5.64596 1.19593 0.720671
internal_count=3121 2082 1039 2023 2003 1862 911 844 820 741 304 437 424 1730 1235 284 239 495 132 277 193 128 187 174 141 316 284 254 154 61
is_linear=0
shrinkage=0.00206698


Tree=358
num_leaves=31
num_cat=0
split_feature=1 47 12 50 4 48 52 42 484 42 42 2 4 4 12 1212 160 43 16 376 474 0 2 1 3 160 4 16 0 4
split_gain=0.859391 0.511611 0.467603 0.485908 0.457262 0.484883 0.436742 0.438873 0.406635 0.36673 0.362425 0.503542 0.4087 0.396138 0.416846 0.410864 0.347451 0.34025 0.382152 0.328349 0.346937 0.3193 0.320091 0.272345 0.266035 0.264754 0.341737 0.262965 0.257093 0.327575
threshold=0.10089500000000001 0.087885000000000019 -1.0000000180025095e-35 0.11610000000000001 -0.036839999999999991 0.12879500000000002 0.19022000000000003 -1.0000000180025095e-35 -0.0068949999999999992 -0.098769999999999983 0.092145000000000019 0.089775000000000008 -0.49405499999999997 -0.083854999999999985 0.081420000000000006 -0.50120999999999993 -0.079279999999999975 -0.50216499999999986 -0.5335399999999999 0.088235000000000008 0.086870000000000017 0.041630000000000007 0.11237500000000002 0.14000500000000002 0.10299500000000002 -1.0000000180025095e-35 0.053180000000000012 0.25084500000000004 -0.062294999999999996 0.24564500000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 -2 4 -4 9 7 19 24 -6 11 13 -13 -10 25 -16 -11 -12 -19 20 -1 22 -14 28 -9 -15 -27 -8 29 -3
right_child=1 23 3 -5 5 -7 27 8 10 16 17 12 21 14 15 -17 -18 18 -20 -21 -22 -23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=-0.0013668795930136481 0.001625693146971743 -0.0016773904748611981 -0.00058950102660776404 -0.0019141032037560848 -0.00058294830664186394 -0.00079257769071313787 -0.0018877386152582802 -0.0018875679118693699 0.00076687128845107566 9.589654228921938e-05 0.0012087526200279949 -0.0011854856483026859 0.0005604603905343267 0.00098799271968706757 0.001090605442729787 -0.0017411940409839258 0.0016686608252305913 0.0019150023789723807 -0.001412963728251061 0.0014608243192259656 0.0012940583255473884 0.0014830608208519999 -0.0010891929837922585 0.00078626760446418205 0.0012507204717766068 -0.0012040172437250221 0.00058366575034736782 0.0015604203285754063 0.00061056212552412174 -0.00025195745985530068
leaf_weight=2.3581402365816793 1.2597638501320032 0.8870404271874589 1.0442369687953026 0.30748158763162781 0.40238987095654044 0.56311345659196366 0.91519146261271167 0.69253434299025762 0.8286269800155418 0.62759588228073049 0.24508985830470909 0.48216366535052646 3.1476594188716267 0.55595946428366039 0.20422477531246519 1.3908872774336516 2.1981028915615739 0.13033934030681837 1.5011213616817247 0.1756530466955154 0.18355722806882102 1.1259250289294866 0.46983286819886405 0.69505368266254652 0.10860651289112866 0.95700693363323697 0.60764252115041018 0.083919018623419106 0.57494599127676327 1.5214132969267664
leaf_count=689 236 79 102 24 9 12 277 324 47 37 10 33 142 15 15 340 161 8 296 6 23 31 24 26 4 42 12 3 46 48
internal_value=0 0.000289386 0.000607721 0.000358368 0.000502873 0.000803753 -0.000404212 -0.000325555 -0.000177372 0.00108222 -8.89964e-05 5.51368e-05 0.000449829 -0.000398723 -0.000658657 -0.00137863 0.00131935 -0.0008394 -0.00114709 -0.00100435 -0.00117471 0.000616057 0.000346207 -0.000264705 -0.00146213 -0.000117093 -0.000509758 -0.00159811 -0.000509554 -0.000776949
internal_weight=0 10.0811 6.40268 5.14292 4.83544 3.7912 16.1641 15.165 12.4476 3.22809 11.6465 9.76993 5.22558 4.54435 3.71572 1.59511 2.8257 1.87655 1.63146 2.71735 2.5417 4.74342 3.61749 3.67845 0.801141 2.12061 1.56465 0.99911 2.9834 2.40845
internal_count=3121 780 581 345 321 219 2341 2061 1343 207 1015 701 230 471 424 355 198 314 304 718 712 197 166 199 328 69 54 280 173 127
is_linear=0
shrinkage=0.00186431


Tree=359
num_leaves=31
num_cat=0
split_feature=1 484 1374 52 0 1446 0 2 133 4 43 43 12 151 124 16 52 3 48 147 15 151 42 47 14 159 16 2 15 16
split_gain=0.256985 0.28869 0.283163 0.264819 0.252256 0.244656 0.226132 0.224424 0.230528 0.207768 0.338206 0.20578 0.299876 0.256986 0.234176 0.225402 0.204543 0.190017 0.18697 0.244667 0.232481 0.292983 0.403476 0.220863 0.440537 0.177772 0.206415 0.180412 0.197665 0.247664
threshold=0.094385000000000011 -0.0068949999999999992 -0.094929999999999987 -0.43320999999999993 -0.23091999999999999 0.091555000000000011 -0.060129999999999996 0.14753000000000002 -0.25159999999999993 -0.49405499999999997 -0.45785999999999999 -0.40263499999999991 -1.0000000180025095e-35 -0.27559499999999998 -0.53285499999999997 -0.54165499999999989 0.11434500000000002 0.084940000000000015 -0.09386499999999999 0.089025000000000007 -0.074054999999999996 -0.083559999999999982 0.09832500000000001 0.093140000000000014 -0.46596499999999991 0.082105000000000025 -0.48836499999999994 0.092875000000000013 0.14654000000000003 -0.004174999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -2 -4 7 17 8 -5 10 -8 -10 14 -14 -13 -15 -11 25 -17 20 23 -22 -23 24 -20 26 -6 28 29 -28
right_child=3 2 4 5 6 -7 9 -9 11 16 -12 12 13 15 -16 18 -18 -19 19 -21 21 22 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=-0.0030230762169661117 -0.0030139944850463589 -0.0031434488282342746 0.0022501919161056674 -0.0026575293778223069 0.0010996713102903915 -0.0029462046992232457 0.0018248291639994469 0.002559893059187076 -0.0022502205610053275 0.0015208928593095456 -0.0019102350428126978 -0.0032603734440031806 -0.0028576098464379294 0.0030667602828151029 0.0022309184391679378 -0.0028785268919034215 -0.0013800200727495592 0.00045228735418811303 -0.0012132946200145063 0.0030514395283816127 0.002703084981830806 -0.0019104548382483115 0.0015746523075706714 -0.00042000916085840613 0.0026683363714574684 -0.0027793464426724411 -0.00055306797902536801 -0.0026587034877510627 0.0029765623110911865 -0.0030244088189786719
leaf_weight=0.38329885000712316 0.21374174530501466 0.31796703662257542 0.34403162845410307 0.22465604977332976 0.46749028973863183 0.1942588030360638 0.32128014229238033 0.43010638401028689 0.24691257963422675 1.3198191145493208 0.67508761829230968 0.074374318122863659 0.23327773809432972 0.2617475085426112 1.1171737877011763 0.1698135002516209 0.26149158272892226 1.0370914441300554 0.36485105403698992 0.27683759847423051 0.20850491733290288 1.2360636787198025 0.39315383377834212 0.80124934588093299 0.93621732620522302 0.43986413779202838 2.6153229204210202 0.51513329410227005 0.12307252874597896 0.42300426412839742
leaf_count=397 119 38 19 26 26 29 9 109 18 115 52 1 17 37 244 7 31 34 20 24 7 107 43 45 90 162 862 310 4 119
internal_value=0 -0.000477004 -0.000366864 0.000272778 -0.000263517 0.00037077 -0.000368997 0.00046315 0.000325359 0.000365889 -0.000705858 0.000431388 0.000540411 0.000211447 0.00188816 0.000365465 0.00104119 -0.000706003 0.000204282 0.000328427 0.000137101 -0.000641423 -0.00106945 0.00081764 0.00157983 -0.000968063 -0.000775806 -0.00101428 -0.000746333 -0.000897135
internal_weight=0 9.24395 8.86066 7.38294 8.54269 7.1692 8.19866 6.97494 6.54483 2.57768 0.996368 6.32018 6.07326 4.88172 1.19155 4.64844 1.58131 5.62098 4.38669 4.21688 3.94004 1.83772 1.62922 2.10232 1.30107 4.58389 4.14402 3.67653 3.1614 3.03833
internal_count=3121 2178 1781 943 1743 824 1724 795 686 207 61 660 642 397 245 380 146 1517 343 336 312 157 150 155 110 1483 1321 1295 985 981
is_linear=0
shrinkage=0.00299653


Tree=360
num_leaves=31
num_cat=0
split_feature=1 50 50 401 51 47 128 159 14 123 3 3 52 52 2 151 15 12 52 403 16 3 3 16 3 159 14 0 1 43
split_gain=1.01599 0.618454 0.569402 0.556465 0.574811 0.512865 0.490156 0.516626 0.497037 0.667405 0.702126 0.543419 0.474926 0.447341 0.447282 0.479906 0.477748 0.639033 0.608796 0.571746 0.542403 0.405881 0.544245 0.400843 0.390936 0.381136 0.377263 0.367051 0.346706 0.319201
threshold=0.104035 0.10124500000000002 0.10030500000000002 0.083100000000000021 -0.10748999999999999 0.087885000000000019 0.086435000000000012 -0.032739999999999991 0.062655000000000016 1.0000000180025095e-35 -0.11255999999999998 0.090900000000000009 0.13796000000000003 -0.24456499999999998 0.092875000000000013 0.08357500000000001 0.088235000000000022 0.084100000000000022 0.15116000000000002 -1.0000000180025095e-35 -0.056919999999999991 0.12178000000000001 0.16158000000000003 -0.094359999999999986 1.0000000180025095e-35 -0.094234999999999985 0.078235000000000013 -0.065229999999999996 0.077845000000000011 -0.25681499999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 12 7 -6 9 10 28 14 13 -2 16 -16 17 20 -19 -18 -12 29 -23 -13 -22 -14 -24 -25 -9 -15
right_child=5 -3 -4 -5 6 -7 -8 8 -10 -11 11 23 25 21 15 -17 19 18 -20 -21 24 22 26 27 -26 -27 -28 -29 -30 -31
leaf_value=-0.0015490158658406088 -0.00058071808158751228 -0.0015416930902893771 0.0017461025680772593 -0.0014639833271375834 -0.0013836835401064777 -0.0001707533989352373 -0.0015575004007653194 0.00012133258557262367 -0.0015656177434180318 0.0010526893683744055 0.00055922008076504995 -0.00060957642380603889 0.00050829479176810123 -0.00079897531833797745 -0.0015560361762216005 0.00065818122822723592 -0.0015324141049710156 -0.0013705378044589172 0.0014960517711807488 0.0008117220677240388 -0.0013708719797972582 -0.00076622914361062242 0.0015492016116159097 0.0011480586762754174 0.00056954281289145318 -0.0014091347316137225 -0.00122334777793652 -8.2353328186385378e-05 0.0011886200634317525 0.0012144857574060918
leaf_weight=0.76412286469713819 0.59261668287217606 0.94472357729682599 0.31958274496719141 0.92810109542915498 0.75517002673588152 4.2836756575852633 0.59611179830972005 1.8916907421080567 0.5167911462485798 1.1987231508828706 1.4967825625790285 0.93838678719475899 0.46855483250692487 0.19435890158638347 1.4404732387047259 0.27148733427748073 0.29650976543780405 2.1725366589380433 0.18784594605676819 1.34097981499508 0.85567165375685206 0.7494505764916537 0.64300411497242749 1.2191912792623048 0.3380255673546344 0.50019169785082329 0.13935550348833203 1.0557896746322499 1.1373730840859932 3.365735165076329
leaf_count=187 54 292 6 226 189 181 126 55 50 76 43 21 27 6 239 9 132 496 6 77 90 15 105 21 11 17 4 25 53 282
internal_value=0 -0.000334259 -0.000276418 -0.000309733 -0.000251745 0.00024152 -0.00019577 -0.000148337 -9.13083e-05 -4.32123e-05 -0.000132928 -0.000303767 0.000506961 0.000675451 -0.000508147 -0.0012049 -0.000329805 -0.000562277 -0.00114241 0.000387256 -5.33234e-05 0.00082165 0.000164127 0.000230517 -0.000821394 -0.000481729 0.00105535 0.00057704 0.000522085 0.00110456
internal_weight=0 20.6661 19.7213 19.4018 18.4737 10.9369 17.7095 17.1134 16.3583 15.8415 14.6427 11.6137 6.65327 5.68452 8.40031 1.71196 6.68835 5.05086 2.36038 1.63749 2.69048 5.0919 1.53181 3.21337 1.1937 0.968747 0.78236 2.27498 3.02906 3.56009
internal_count=3121 2430 2138 2132 1906 691 1719 1593 1404 1354 1278 1170 510 466 1103 248 855 646 502 209 144 412 124 67 101 44 109 46 108 288
is_linear=0
shrinkage=0.00152765


Tree=361
num_leaves=31
num_cat=0
split_feature=1213 475 31 156 1 51 16 159 447 48 52 12 156 1213 43 151 52 133 43 42 16 160 48 147 3 12 12 3 52 33
split_gain=0.264525 0.279241 0.231117 0.220418 0.21168 0.255492 0.210497 0.285 0.272159 0.234015 0.220674 0.207407 0.207867 0.196744 0.187761 0.189928 0.190882 0.194969 0.185817 0.462185 0.309898 0.185004 0.189467 0.204959 0.186914 0.292135 0.347868 0.227158 0.182447 0.202511
threshold=-1.0000000180025095e-35 -0.086004999999999984 -1.0000000180025095e-35 -1.0000000180025095e-35 0.10060500000000001 -0.096089999999999981 0.0057500000000000008 0.082585000000000006 0.084700000000000011 0.088965000000000002 0.17829500000000004 0.10193000000000001 0.085790000000000019 0.085775000000000004 -0.40263499999999991 -0.5145249999999999 -0.43320999999999993 -0.25159999999999993 -0.45785999999999999 0.079510000000000011 0.22339500000000004 -0.51146999999999987 -0.09386499999999999 0.08789000000000001 0.10732000000000001 0.092465000000000006 0.098330000000000015 0.13524500000000003 -0.087284999999999988 -0.0066799999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -2 -4 5 -5 7 8 10 18 11 12 13 28 -6 -16 -17 -18 -8 20 -20 -19 -23 24 25 -24 -27 -26 -7 -30
right_child=2 -3 3 4 14 6 9 -9 -10 -11 -12 -13 -14 -15 15 16 17 21 19 -21 -22 22 23 -25 27 26 -28 -29 29 -31
leaf_value=0.0032624530052738285 0.0032616662784240944 -0.0029206091007678114 -0.0032043500350942872 -0.0032158454830244925 -0.0024732223138287011 -0.0022741973014796376 0.0023401841823870446 -0.0026974551640208282 0.0031798780870682421 0.0023851087382416474 -0.0032274523600313767 -0.0032893260820351174 -0.0032218250880627318 -0.0032048733331217715 -0.0027339566896732274 -0.0032130982891577968 -0.0021453845296390051 -0.0032390747891097114 0.0023161528668850791 -0.0030544652555918247 -0.001125522408791357 -0.0020940996949395489 0.0023398851004374525 0.0032492502555690698 -0.0010795151317364671 -0.0033249388412149917 0.0010614699306091798 0.0011931200724543344 -0.0031372092871072856 0.00035893544025498905
leaf_weight=0.085408542305231094 0.21011771523626421 0.57636231021024364 0.23062612870125754 0.30916346373850956 0.22156200907193113 0.31981703685596308 0.2914540914935061 0.57976231884094875 0.21403360643307667 0.54408968189090945 0.28404823191522144 0.2327309450629399 0.22333536465885107 0.19641708525887214 0.17691261367872346 0.12888800899963815 0.23201446252642188 0.11054866574704636 0.57615819061174967 0.47593830345431354 0.49564210925018415 0.20202618860639621 1.4876271923712914 0.39966944797197346 0.8882452354300765 0.22819062427151926 0.95349157106829807 0.90350548381684348 0.17565173958427482 4.2804920474300312
leaf_count=4 86 487 162 211 15 41 14 191 20 42 152 81 86 155 16 70 24 12 40 138 24 13 197 61 28 26 71 129 17 508
internal_value=0 -0.00212262 -6.25785e-05 -0.000108047 -6.08542e-05 -0.000363978 -0.000264795 -0.000562005 -0.000353104 0.000546577 -0.000485477 -0.000342 -0.000209981 -7.47037e-05 0.000409145 0.000520967 0.000625017 0.000716536 2.68237e-06 -0.000437492 0.000724588 0.000844888 0.000934064 0.00105992 0.00086378 0.00139896 0.000214425 6.64804e-05 5.40283e-05 0.000221125
internal_weight=0 0.661771 15.5722 15.362 15.1314 9.19873 8.88957 6.50629 5.92653 2.38328 5.71249 5.42844 5.19571 4.97238 5.93268 5.71112 5.53421 5.40532 1.83919 1.54774 1.0718 5.1733 5.06276 4.86073 4.46106 2.66931 1.18168 1.79175 4.77596 4.45614
internal_count=3121 491 2630 2544 2382 1720 1509 1251 1060 258 1040 888 807 721 662 647 631 561 216 202 64 537 525 512 451 294 97 157 566 525
is_linear=0
shrinkage=0.00319123


Tree=362
num_leaves=31
num_cat=0
split_feature=12 1 43 43 3 3 3 49 52 16 150 2 3 12 15 51 15 0 42 42 484 52 1 16 1 44 2 48 1 48
split_gain=1.8331 1.2076 0.952127 1.0528 0.988527 0.879789 0.841483 0.824306 0.691238 0.61836 0.507676 0.46216 0.441758 0.417327 0.558474 0.552068 0.52389 0.577367 0.404443 0.466234 0.464882 0.529431 0.356535 0.343091 0.621222 0.321519 0.316136 0.576102 0.396087 0.367934
threshold=0.079890000000000017 0.13021500000000003 -0.043144999999999996 -0.25681499999999996 0.31299000000000005 0.097915000000000016 -0.097604999999999983 -0.23360999999999996 -0.087284999999999988 -0.078844999999999985 0.084120000000000014 0.10855000000000002 -0.073884999999999992 0.084100000000000022 0.088235000000000022 0.12547500000000003 0.088655000000000025 -0.084144999999999984 0.095405000000000004 -0.11051499999999999 -1.0000000180025095e-35 -0.23798499999999997 1.0000000180025095e-35 -0.0083599999999999976 0.107145 0.094585000000000016 0.11215000000000001 0.10184000000000001 0.11323000000000001 0.14257500000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 5 3 -1 8 6 10 -8 11 13 18 -4 -10 -9 15 -15 -16 -18 19 -2 -21 -22 -5 24 -23 -6 27 -14 -28 -30
right_child=1 -3 4 22 25 -7 7 9 12 -11 -12 -13 26 14 16 -17 17 -19 -20 20 21 23 -24 -25 -26 -27 28 -29 29 -31
leaf_value=-0.00040981426010746334 -0.0014208566165851216 0.00088483593341716598 -0.0013882262226595596 0.00013713825857768566 0.0013696534808138518 0.00050609806860999807 0.00062976081958206816 0.000638528629387486 0.00090600755376110036 -0.0012638441788471086 0.00068235829267064975 -5.6162254041707879e-05 -8.5175091831080497e-05 -0.0012119212286644926 0.00104267847867118 0.0011712655162477489 0.00034687169655817703 -0.0013563278893115145 -0.0012453602233769166 -0.0013664957751759708 -0.0013480437578669172 -0.00072763906762214332 0.001154796609306943 0.00072004012326222554 0.0010687602686179987 -0.00040271473574820903 -0.0010329642235319132 0.0011337194054525605 0.00039989275108762108 -0.00088509616294904872
leaf_weight=1.3139136685058472 0.50616221234668035 1.1665454190224398 1.2185218980303023 0.75309191830456512 1.0738777939695854 1.3901840769685794 0.65418639872223572 0.44042638409883217 0.84541217633522947 4.7922709229169334 0.96431446634232987 0.74790391046553839 5.4183253808878344 2.8820717878406872 0.4879040156956761 0.18399784783832718 0.66572351357899595 0.75666781491599966 0.79760745866224159 0.43332582758739624 0.40052314277272705 1.0818851584335796 3.2829757232684642 1.5778894454706516 0.50122146122157563 0.21931396285071958 1.2443186417222025 0.79064445197582234 1.1373615148477254 0.60867590829730023
leaf_count=39 55 57 83 23 97 22 13 35 47 1051 36 24 168 512 22 15 42 132 40 43 78 70 244 42 12 9 34 14 47 15
internal_value=0 -0.000431523 0.000152055 0.000627289 -3.90479e-05 -0.000514454 -0.000597296 -0.000821803 -0.000158355 -0.000914818 -0.00020788 -0.000881593 -1.67688e-05 -0.000606032 -0.000716181 -0.0010689 -0.000150051 -0.000559177 -0.000369898 -0.00021476 -6.19431e-05 9.67802e-05 0.000964911 0.000279851 -0.000158888 0.00106908 -0.000101571 7.00378e-05 -0.000457889 -4.80597e-05
internal_weight=0 19.6829 18.6543 5.34998 13.3044 18.5164 17.1262 10.8632 12.0112 10.2091 6.26293 1.96643 10.0447 5.41679 4.97636 3.06607 1.9103 1.42239 5.29861 4.50101 3.99485 3.56152 4.03607 3.161 1.58311 1.29319 9.19933 6.20897 2.99036 1.74604
internal_count=3121 2277 844 306 538 2220 2198 1822 432 1809 376 107 325 758 723 527 196 174 340 300 245 202 267 124 82 106 278 182 96 62
is_linear=0
shrinkage=0.00133392


Tree=363
num_leaves=31
num_cat=0
split_feature=1213 475 52 474 15 52 51 15 3 52 159 0 4 16 0 0 0 457 2 150 51 15 52 0 151 131 457 147 16 51
split_gain=0.245518 0.254549 0.225801 0.236404 0.306864 0.330593 0.303497 0.263187 0.22845 0.245132 0.249252 0.226927 0.428897 0.351847 0.297658 0.449296 0.265005 0.237504 0.244605 0.224901 0.304552 0.214291 0.310102 0.330093 0.2364 0.304492 0.228098 0.207714 0.221403 0.204693
threshold=-1.0000000180025095e-35 -0.086004999999999984 0.19022000000000003 -1.0000000180025095e-35 -0.24436499999999997 0.13796000000000003 0.11144500000000002 -0.11713499999999999 0.31299000000000005 0.11434500000000002 0.10519500000000001 -0.019414999999999998 -0.49405499999999997 0.38525000000000004 -0.10011499999999998 -0.084269999999999984 -0.083914999999999976 -0.0029299999999999994 0.11263500000000001 0.11770000000000001 0.087505000000000013 0.088655000000000025 0.08976000000000002 -0.077809999999999976 -1.0000000180025095e-35 0.098515000000000005 0.09061000000000001 1.0000000180025095e-35 0.25084500000000004 0.081440000000000026
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -2 6 7 -5 -6 9 10 11 14 13 -13 17 -16 -17 -9 19 20 29 22 23 -18 -25 -26 -23 28 -4 -19
right_child=2 -3 27 4 5 -7 -8 8 -10 -11 -12 12 -14 -15 15 16 21 18 -20 -21 -22 26 -24 24 25 -27 -28 -29 -30 -31
leaf_value=0.0030391568665065795 -0.0029431699757681519 -0.0026801436703473326 -0.0021650027380996023 0.0025166116375806794 -0.0013961423339684334 0.0022316753056618307 -0.0014154923505084352 -0.0013754802745249474 0.0030085243068521629 -0.0031010785060455754 -0.0022604645527155537 -0.0020762144203666966 0.0023118234886354018 0.0019476471902711099 -0.0025145188194668701 0.0027738354261196293 -0.002995103719539855 0.00078352257507489649 -0.0011044091271920722 0.0031459956385498566 -0.0012287378656852988 -0.0024277544267368922 0.0029040763838893151 0.0026086951854072007 -0.0019793620046270085 0.0023022735223625929 0.0031023549981225055 0.0023894994293454899 0.0019022213751162965 0.0031645960766479237
leaf_weight=0.078954361379146576 0.23030182241927377 0.54794035070517466 0.98818097598268717 0.80433289764914373 1.2974502727738535 0.55021776875946748 0.22215170576237142 0.59175931161735196 0.22255747375311408 0.22704255409189578 0.40631964933709319 0.51142994896508742 1.0527822923613808 0.30922072951216251 0.9404546383739113 0.2550552276952559 0.33741662956889673 2.2163225308468006 0.60826515802182246 0.36722967005334783 0.59893719968385983 0.60729983271448862 0.2988632691267411 0.30240346404024276 0.44626103760678737 0.21986190373718273 0.074227083474397659 0.12369099725037802 0.13489230087725446 0.37423715344630171
leaf_count=4 106 487 332 220 192 28 14 36 53 26 149 50 98 26 407 18 172 144 44 22 26 216 15 52 147 16 2 5 5 9
internal_value=0 -0.00195983 -5.84509e-05 4.9163e-05 9.89488e-05 -2.65364e-05 0.00166563 -0.000127838 2.21953e-05 -3.96572e-05 2.64247e-05 0.000118316 0.00105382 -0.000560026 -9.44149e-05 -0.000756017 -0.000105274 0.000389864 0.000640683 0.000939126 0.000685033 -0.000426457 0.000167667 -0.000458557 0.000425129 -0.000566157 -0.00182545 -0.0012731 -0.00167649 0.0011275
internal_weight=0 0.626895 15.3192 14.0724 13.8421 12.8156 1.02648 12.2654 10.9679 10.7454 10.5183 10.112 1.87343 0.820651 8.23859 3.48184 2.54139 4.75675 4.16499 3.55673 3.1895 2.28633 1.60481 1.30594 0.968526 0.666123 0.681527 1.24676 1.12307 2.59056
internal_count=3121 491 2630 2288 2182 1948 234 1920 1728 1675 1649 1500 174 76 1326 1045 638 281 245 201 179 620 402 387 215 163 218 342 337 153
is_linear=0
shrinkage=0.00297793


Tree=364
num_leaves=31
num_cat=0
split_feature=1 12 4 3 4 52 50 47 151 49 132 33 42 4 457 43 3 128 3 15 12 2 15 1375 160 44 40 43 43 1212
split_gain=1.28042 0.867055 0.841246 0.724232 0.595089 0.580117 0.618884 0.747033 0.54911 0.633569 0.574526 0.521825 0.540572 0.603532 0.796135 0.513142 0.474753 0.460733 0.457309 0.470931 0.543691 0.665757 0.447594 0.37507 0.401338 0.372806 0.359022 0.35782 0.392291 0.363323
threshold=0.090405000000000013 -0.064509999999999984 -0.15764999999999998 0.16158000000000003 -0.49405499999999997 -0.43320999999999993 0.10647500000000001 0.13148500000000005 -0.40381499999999992 0.10595500000000001 0.080640000000000017 -0.0066799999999999993 -0.11051499999999999 -0.036839999999999991 -1.0000000180025095e-35 -0.45785999999999999 -0.20241999999999996 0.090375000000000025 0.013900000000000001 -1.0000000180025095e-35 0.092200000000000018 0.088225000000000012 -0.020484999999999996 -0.43169999999999992 -0.079009999999999983 0.13571500000000003 -1.0000000180025095e-35 -0.077044999999999988 -0.084154999999999994 -0.47386499999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 17 4 5 15 -3 7 8 -7 10 11 -10 -13 -14 -15 -1 -4 22 19 -18 21 27 -2 -16 -25 -8 -17 28 -21 -29
right_child=1 3 16 -5 -6 6 25 -9 9 -11 -12 12 13 14 23 26 18 -19 -20 20 -22 -23 -24 24 -26 -27 -28 29 -30 -31
leaf_value=0.00082362004967985111 0.0013167500041486404 -0.0015385338192063878 0.00088917447156711886 0.0011214793137672193 0.00071963162164429798 -0.0015844817025591964 -0.0014427042060128517 -0.0011438838361933195 -0.0016371194008404943 0.0015831043835181709 0.0013500521547878679 -0.0014657295835725454 -0.00072573406216446641 -0.0010853803090313239 -0.00069644449500256341 0.00017483597597154726 -0.0012847956305231977 -0.0013146155652336167 -0.00016999817358841093 -0.00074809631097934391 -0.0015470030785751461 0.00037782473779976168 -0.00034975721702187027 -0.00035916848760695496 0.00092415571693464389 0.00062909742222555531 -0.0016240304550611422 0.00061274454154220379 0.0014971900176395847 -0.0015369982749356191
leaf_weight=0.47884991206228766 2.3231485384749258 0.63535722100641479 0.44706021901220161 1.1868938368279476 2.0672725797630873 0.38676618947647234 1.045825189910828 1.0680351322516788 0.41409473679958786 0.77691623102873641 0.83891229890287 0.46990440099034003 1.2902204735437344 0.71495060995220505 0.45403794571756506 0.3789777196943761 3.7770881615579119 0.20518829626962531 2.7939507972914734 0.56717300484888256 1.0767997598741201 1.76463208545465 0.44476645335089671 0.6528051642235323 4.170293028117193 0.24908937141299237 0.79835267981979963 0.2088632743107145 0.26419926411472161 1.4210496973246312
leaf_count=9 248 125 14 87 65 16 106 27 11 22 45 14 133 24 5 8 840 9 83 80 249 123 34 40 169 6 60 17 6 446
internal_value=0 0.000137785 -0.000458885 -1.71574e-05 0.000175046 -0.000119794 -4.7865e-05 6.69469e-05 0.00019412 0.000264442 0.000150676 2.74659e-05 0.000116382 0.000218471 0.000421778 -0.000504715 -0.000650464 0.000885843 -0.000708433 -0.000874115 -0.00058159 -0.000335594 0.00104896 0.000625968 0.000750458 -0.00104417 -0.00104498 -0.000847084 -3.45736e-05 -0.00126152
internal_weight=0 17.3272 16.0443 14.3541 3.72345 13.1672 12.5319 11.2369 10.1689 9.78213 9.00522 8.16631 7.75221 7.28231 5.99209 1.65618 12.3208 2.9731 11.8738 9.07981 5.30272 4.22592 2.76791 5.27714 4.8231 1.29491 1.17733 2.46129 0.831372 1.62991
internal_count=3121 1121 2000 830 142 743 618 506 479 463 441 396 385 371 238 77 1858 291 1844 1761 921 672 282 214 209 112 68 549 86 463
is_linear=0
shrinkage=0.00152193


Tree=365
num_leaves=31
num_cat=0
split_feature=128 124 1456 3 38 1366 39 4 16 401 151 4 4 48 0 1 0 33 42 52 14 13 51 51 454 1456 150 0 0 159
split_gain=0.227589 0.304921 0.283153 0.268127 0.256775 0.249117 0.220188 0.21425 0.213511 0.205995 0.195671 0.224772 0.354594 0.239156 0.43308 0.371924 0.293431 0.244138 0.314208 0.226797 0.218352 0.216015 0.195653 0.19381 0.21295 0.203791 0.197414 0.265547 0.331029 0.287791
threshold=0.086435000000000012 -0.043384999999999993 0.075120000000000006 0.31299000000000005 0.095410000000000009 -1.0000000180025095e-35 0.15619500000000003 0.24564500000000003 0.51524500000000006 0.10076500000000001 -0.5145249999999999 0.0061450000000000003 -1.0000000180025095e-35 0.12649500000000002 -0.17169499999999996 0.12577000000000002 -0.10224499999999999 -0.0066799999999999993 0.091735000000000025 0.15915500000000002 0.076175000000000007 -0.019614999999999997 0.14431500000000003 -0.097539999999999974 1.0000000180025095e-35 -1.0000000180025095e-35 0.088985000000000009 -0.11991499999999998 -0.084269999999999984 -0.46628499999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 5 -1 -3 8 -2 9 10 -7 12 20 14 -13 16 21 -18 19 -19 22 -16 23 -12 25 -25 27 -27 29 -29
right_child=7 2 -4 -5 -6 6 -8 -9 -10 -11 11 13 -14 -15 15 -17 17 18 -20 -21 -22 -23 -24 24 -26 26 -28 28 -30 -31
leaf_value=0.0017245808248857739 -0.0029577482472168842 -0.0029594709381616838 -0.0029251191455917794 0.00291956465700836 -0.0029395340685551708 -0.002945229498217735 0.0029971204527607853 0.00022856290484789076 -0.0023137144321243607 -0.0029227783144777932 -0.0024505708473981824 0.0021813320261477383 -0.0028186152629712082 -0.0014127780145643544 -9.4957913807329294e-06 0.0030521692547477858 -0.0025586012273088928 0.002370206886686918 -0.0018657385822981277 -0.0011132673423384107 -0.0029748926244019995 -0.0022014279339466398 -0.0025073075019484145 -0.0029176068752801141 0.0027428897547189619 0.002039599314049045 -0.0017765480983068015 0.0030174680685174323 0.00037802636790964801 -0.0029195086962811707
leaf_weight=1.1480802188161732 0.44768224624567743 0.26331015559843862 0.30771890826872628 0.24160677107283923 0.10881424526451144 0.19183202681596156 0.18945263806381341 0.29466139909345657 0.37422839197097424 0.21215208347712255 0.24839438880734643 1.1943041253834961 0.45332992303885422 0.51164696994237591 0.77841854857979342 0.33472739948774677 0.16953087318688664 0.93113697861554079 0.24183635064400721 0.18939388739818241 0.22376233094837505 0.7370856265188197 0.26207658083876584 0.18870980039353735 0.25814772769808758 0.65309697657356913 0.40984144009416912 0.080573895073030144 3.4309042183595366 0.46862600042367342
leaf_count=228 191 46 233 99 19 40 25 16 121 137 100 79 98 21 80 52 7 116 66 17 45 32 53 156 12 31 79 3 631 288
internal_value=0 -4.64605e-05 -0.000173325 -0.00010936 0.00132079 -0.000165668 -0.000107895 -0.00169299 -0.000154791 -8.84015e-05 -3.81129e-05 9.28633e-06 -0.000340827 0.000468766 0.000679123 0.00014866 -0.000170262 0.000725359 0.00113401 0.00178142 -0.000160359 -0.00107557 -5.54012e-05 5.6581e-05 0.000170019 4.3067e-05 0.000153855 0.000324614 4.32008e-05 -0.00204849
internal_weight=0 14.8027 13.5458 13.2381 1.25689 12.9965 12.7332 0.742344 12.5438 12.1695 11.9574 11.7655 6.67746 5.08808 4.57643 3.38213 3.0474 1.5319 1.36237 1.12053 6.22413 1.5155 6.00037 5.73829 5.4899 5.23175 5.04304 4.6332 3.9801 0.5492
internal_count=3121 2914 2667 2434 247 2335 2289 207 2264 2143 2006 1966 1496 470 449 370 318 206 199 133 1398 112 1353 1300 1200 1188 1032 953 922 291
is_linear=0
shrinkage=0.00290183


Tree=366
num_leaves=31
num_cat=0
split_feature=1 12 124 3 123 3 3 47 457 43 51 52 151 52 11 15 132 133 133 12 15 151 403 0 14 43 403 1212 402 13
split_gain=1.57414 0.72822 0.603877 0.584424 0.575488 0.549878 0.575358 0.507027 0.499453 0.48385 0.470223 0.5404 0.489686 0.537082 0.458755 0.454426 0.4688 0.44159 0.428855 0.363644 0.427387 0.354466 0.400434 0.373142 0.318011 0.589146 0.287007 0.365501 0.275697 0.269794
threshold=0.104035 -0.064509999999999984 -0.088544999999999985 0.16158000000000003 1.0000000180025095e-35 -0.11255999999999998 0.090900000000000009 0.096475000000000019 0.082380000000000009 0.13895500000000002 0.123935 0.13796000000000003 -0.23821999999999996 -0.24164999999999998 0.081790000000000015 0.079055000000000014 0.081240000000000021 0.024320000000000005 -1.0000000180025095e-35 0.092355000000000007 0.088235000000000022 0.13982000000000003 0.092070000000000013 -0.065229999999999996 -0.46885499999999997 -0.25681499999999996 0.13075000000000003 -0.50120999999999993 -0.50169499999999989 -0.095304999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 -2 7 5 14 19 10 9 -8 11 12 -3 -14 15 16 17 -1 -6 20 -7 22 23 29 -15 -26 -24 -28 -21 -22
right_child=1 3 -4 -5 18 6 8 -9 -10 -11 -12 -13 13 24 -16 -17 -18 -19 -20 28 21 -23 26 -25 25 -27 27 -29 -30 -31
leaf_value=0.00028543276482821141 -0.00064930558693514705 -0.0016151012441029805 0.0013321750441906673 0.00091819634731001411 -0.0011905730404781448 -0.0010756963974549261 -0.0010806038430813166 -0.00083877477379243055 0.00040777474005606121 0.00040594425647370375 -0.0010063522059337144 -0.00092130607740831922 -0.00086365615319993741 -0.00044644271821282609 -0.001304270732793143 -0.001219210724541575 0.0014386206495648466 -0.0011704786068128855 0.0005061200693734499 0.00043393351793024796 0.00060202035903059409 0.0016376351509187312 0.0015284280083074997 0.0013797073298702624 -0.0011443331972492028 0.0013123423804710583 0.0011080970513599724 -0.0015461455945737952 -0.0015565491854039246 -0.001402153105241228
leaf_weight=1.7113655491266437 0.48265265731606621 0.25558027252554749 1.3333082388853643 0.90358153835404742 0.46042283857241262 9.4659170419909113 2.295074124122038 3.2453750506974757 1.2009913697838781 0.6466096332296728 1.0212953083682803 0.88483004877343763 0.50865402596536879 0.38268392207100932 0.89627237489912648 0.66864689020439971 0.54434879310429085 0.66710446262732137 1.348567513632587 0.16788484551943872 0.17457749787718091 0.18546884506940831 0.29875404061749566 0.14411868667229955 0.25220161769539107 2.078767106868328 0.21557555487379432 0.26831500930711627 3.5610031135147429 1.3631073648575691
leaf_count=57 21 5 206 83 21 1049 85 109 30 12 29 30 56 11 75 64 20 25 74 12 6 3 5 5 5 136 9 35 615 228
internal_value=0 -7.54371e-05 0.00080553 -0.000243255 -0.000751874 -0.000812937 -0.000920745 -0.00036487 -0.000417084 -0.000753847 -7.92099e-05 0.000137831 0.000407292 0.0005677 -0.000332783 -9.03424e-05 0.000167906 -0.000122916 7.4279e-05 -0.00105243 -0.000924857 -0.000386037 -0.000538334 -0.000955727 0.000835997 0.00104654 0.00035859 -0.000363668 -0.00146693 -0.00117461
internal_weight=0 11.3489 1.81596 9.53297 26.2841 24.4751 19.9874 8.62939 4.14268 2.94168 5.38401 4.36272 3.47789 3.22231 4.48774 3.59147 2.92282 2.37847 1.80899 15.8447 12.1158 2.64992 2.46445 1.6818 2.71365 2.33097 0.782645 0.483891 3.72889 1.53768
internal_count=3121 691 227 464 2430 2335 2094 381 127 97 272 243 213 208 241 166 102 82 95 1967 1340 291 288 239 152 141 49 44 627 234
is_linear=0
shrinkage=0.00151791


Tree=367
num_leaves=31
num_cat=0
split_feature=12 3 1 43 43 3 3 49 52 16 150 474 156 403 52 15 12 4 4 11 2 40 2 1 2 1 52 1 2 3
split_gain=1.37515 0.965714 0.783154 0.76096 0.764602 0.702003 0.630121 0.683113 0.624092 0.580125 0.520927 0.463365 0.591794 0.436988 0.475467 0.616636 0.605137 0.431946 0.421588 0.458201 0.421149 0.403686 0.385899 0.37622 0.336589 0.738683 0.418287 0.35557 0.329331 0.362023
threshold=0.079890000000000017 0.097915000000000016 0.12958500000000003 -0.043144999999999996 -0.25681499999999996 0.20828500000000003 -0.097604999999999983 -0.23360999999999996 -0.087284999999999988 -0.078844999999999985 0.081835000000000019 0.084660000000000027 0.078780000000000003 -1.0000000180025095e-35 0.090645000000000017 0.088235000000000022 0.084225000000000008 0.2623950000000001 0.50822500000000004 0.088215000000000002 0.10855000000000002 -1.0000000180025095e-35 0.08622500000000001 1.0000000180025095e-35 0.11263500000000001 0.094465000000000007 0.10744000000000002 0.087135000000000004 0.087015000000000023 -0.10831999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 6 4 -1 8 10 -8 20 13 18 12 21 -9 15 16 -15 -18 19 22 -5 -10 -2 -6 25 27 -26 -23 -24 -30
right_child=1 -3 -4 5 23 -7 7 9 11 -11 -12 -13 -14 14 -16 -17 17 -19 -20 -21 -22 24 28 -25 26 -27 -28 -29 29 -31
leaf_value=-0.00031990608640317195 -0.00087251286469742454 0.00057554113921710458 0.00062166380119405408 -0.0013331790890473937 3.9619341084058534e-05 0.00079952435101428743 0.00053937175980289353 -0.0012941059386573119 -0.00096674213333775656 -0.0011872694719086666 0.00061265092945312542 0.00091948639535198667 -0.0011885998060987115 0.00084513357098135408 -0.0010424600595955542 0.00064323737966656453 -0.0013256160718678538 0.0004658167610420688 0.00097606611582185118 -0.0013808655786830895 -3.9814171916326236e-05 0.000374091482547852 0.0013272234964255703 0.0010634783941377082 -0.00086720960148896939 0.00089060601030961997 0.00032622288725905392 -0.0005412641756899415 7.787853324666933e-05 -0.0013364111961668705
leaf_weight=1.2332518887706099 1.2725895432522549 1.5911937099881459 1.0159782331902523 1.1238327152095724 0.74803576804697813 1.4319325907854352 0.64553671237081367 1.0221422677277585 0.65291649708524069 4.1467059441492884 1.0504898712970314 0.7904553636908539 0.76568768871948112 0.39508393628057215 1.1862262414069844 1.1778118838556109 1.095053350436501 0.27959196781739581 0.34762775665149082 0.79324463638477016 0.66203791717998672 1.2521892854711034 0.27586753689684007 2.8819021257804707 1.1286618292797355 1.9344903903547672 0.85346984863281239 1.5989520810544489 1.7190663221990692 0.36269247636664648
leaf_count=39 90 32 49 83 23 125 13 356 44 1051 43 32 29 15 157 68 149 13 16 70 22 43 6 244 49 56 24 31 110 39
internal_value=0 -0.000382242 -0.000473034 0.000124939 0.000555181 -4.66408e-05 -0.000543561 -0.000740268 -0.00015922 -0.000829066 -0.00020742 -2.10546e-05 -0.000111871 -0.000540976 -0.000354752 -7.79872e-05 -0.000557985 -0.000961253 -0.000387982 -0.000495179 -0.000853717 -7.7085e-07 -0.000301646 0.000852488 9.24207e-05 0.000277047 -0.000353339 -0.00013925 6.4938e-06 -0.000168525
internal_weight=0 18.3769 16.7857 17.0578 4.86319 12.1946 15.7697 9.94815 10.7627 9.30262 5.82158 8.97682 8.18637 5.15591 4.13377 2.94754 1.76973 1.37465 4.77109 4.42346 1.78587 7.42068 3.63022 3.62994 6.76776 4.78563 1.98213 2.85114 2.35763 2.08176
internal_count=3121 2277 2245 844 306 538 2196 1822 413 1809 374 308 276 758 402 245 177 162 331 315 105 247 245 267 203 130 73 74 155 149
is_linear=0
shrinkage=0.00128638


Tree=368
num_leaves=31
num_cat=0
split_feature=1 159 14 3 4 47 12 50 4 48 14 131 3 160 49 16 12 3 131 0 3 15 43 0 403 151 9 150 16 48
split_gain=0.245792 0.223817 0.215649 0.213533 0.235887 0.202914 0.258954 0.2107 0.206848 0.288753 0.240773 0.186132 0.178062 0.229033 0.20859 0.239468 0.205997 0.279606 0.291112 0.273714 0.267582 0.248441 0.232353 0.25814 0.237525 0.222497 0.312241 0.1548 0.173168 0.236636
threshold=0.10060500000000001 -0.032739999999999991 0.062655000000000016 -0.14989499999999997 -0.46376499999999993 0.087885000000000019 -1.0000000180025095e-35 0.10965000000000001 -0.036839999999999991 0.12879500000000002 -0.46885499999999997 0.10100500000000001 0.092670000000000016 0.10210000000000001 -0.069799999999999987 0.23311500000000004 0.092355000000000007 -0.11255999999999998 0.10033500000000002 -0.076899999999999982 -0.084074999999999997 -1.0000000180025095e-35 -0.08287499999999999 -0.10011499999999998 0.092070000000000013 -0.085134999999999975 0.091600000000000015 -1.0000000180025095e-35 -0.061854999999999993 0.11454000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 6 -2 8 -8 10 -10 12 13 16 -14 -16 19 -18 -19 20 -5 25 -23 -24 -25 -22 -27 -7 29 -29
right_child=5 2 -4 11 -6 27 7 -9 9 -11 -12 -13 14 -15 15 -17 17 18 -20 -21 21 22 23 24 -26 26 -28 28 -30 -31
leaf_value=-0.0026016993377469223 0.0024267749579693493 -0.00073819691484419833 -0.0029273462293317189 -0.0021630334797784661 0.0023200032896462525 -0.0025519178874027506 -0.00089940406528182467 -0.0023953413516849789 -0.00114399190687483 -0.0012973327952680387 0.001908776429135214 -0.0029410074664937731 -0.0013249397542150025 -0.0027035160777968692 0.0022615476037946146 -0.00048547304943835732 0.00099416019379040843 -0.0029507276622591418 0.0031403449884023012 0.00122400899993661 0.00099855947265935522 0.0028921232549285495 0.0018134392772318083 -0.0029158045397088693 0.00074199433098641476 -0.0018959387082656764 0.002209000072137644 -0.00031493832254463039 -0.0011496905975321402 0.0023885815144095201
leaf_weight=0.38093949639005487 0.6338229363318536 0.35294904070906341 0.26166961787385012 0.66653805071836814 0.52641401957953071 0.24094262626022134 0.6035511326335844 0.21132642240263511 0.25093443412333893 0.37571659847162653 1.573992707737488 0.23620346351526667 0.36679382470902044 0.38663608896604262 0.68184028926771112 0.43572301091626287 0.27089641126804054 0.73351941692817468 0.072201147675514221 0.97118530070293019 0.42571979988133213 0.33306436863495026 0.43192570615792636 0.30393069554702812 0.29121815875987522 1.2490287387336132 0.17725947964936484 0.81238320842385336 0.79322577634593439 0.40714671486057341
leaf_count=334 236 17 80 413 39 20 103 27 10 12 198 144 15 147 28 38 27 403 1 104 35 13 21 180 52 241 3 40 98 42
internal_value=0 -0.000427827 -0.000337566 -0.000261536 0.00109254 0.000323365 0.000745069 0.000391597 0.000601623 0.0010133 0.00148901 -0.000409752 -0.000333074 -0.000545157 0.000568935 0.00119052 -0.000404348 -0.00154964 -0.0024049 -0.000150107 -0.000494172 -0.000147875 0.0007914 0.000110168 -0.00112597 -0.00083769 -0.00138578 -0.000359488 -9.7037e-05 0.000587647
internal_weight=0 9.55566 9.17472 8.91305 0.879363 5.90304 3.64934 3.01552 2.80419 2.20064 1.82493 8.03368 7.79748 6.31312 1.48436 1.11756 5.92649 1.07662 0.805721 4.84987 3.87868 3.21215 1.36014 1.02707 0.595149 1.85201 1.42629 2.2537 2.01276 1.21953
internal_count=3121 2335 2001 1921 56 786 586 350 323 220 208 1865 1721 1640 81 66 1493 431 404 1062 958 545 266 253 232 279 244 200 180 82
is_linear=0
shrinkage=0.00289434


Tree=369
num_leaves=31
num_cat=0
split_feature=4 12 48 3 49 151 15 50 132 133 13 160 16 1 3 403 15 3 43 15 12 160 453 1186 0 16 0 158 0 0
split_gain=1.09236 0.967399 0.901081 0.868368 0.755702 0.652309 0.597533 0.55076 0.481598 0.847988 0.766178 0.552149 0.501422 0.43475 0.402109 0.444784 0.935813 0.641961 0.810333 0.641431 0.574395 0.462653 0.398248 0.379552 0.362372 0.579356 0.430114 0.344635 0.412042 0.34013
threshold=0.27834500000000006 0.084100000000000022 0.12933000000000003 0.10732000000000001 -0.22491999999999998 -0.086769999999999986 0.084050000000000014 0.11875500000000001 0.081465000000000024 -0.0061299999999999992 -1.0000000180025095e-35 -0.082179999999999989 -0.43320999999999993 0.086105000000000015 -0.097604999999999983 0.03138500000000001 0.088235000000000022 -0.077774999999999983 -0.074359999999999996 0.090615000000000015 0.087005000000000013 -1.0000000180025095e-35 1.0000000180025095e-35 0.088465000000000016 -0.10011499999999998 -0.0073349999999999986 -0.019414999999999998 0.07968500000000002 -0.060129999999999996 0.10455500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 7 4 -3 13 8 22 9 -7 11 -11 -13 -1 27 17 -17 -16 21 -18 -20 -19 -2 -21 25 -12 -26 28 -6 -30
right_child=2 3 -4 -5 14 6 -8 -9 -10 10 24 12 -14 -15 15 16 19 18 20 23 -22 -23 -24 -25 26 -27 -28 -29 29 -31
leaf_value=-0.00066747242977513086 0.001123089345914633 0.00049776571860477253 -0.0013452134653555792 0.00058982366295387122 -0.00074698945549876228 -0.0013836916661295791 -0.0011782441225625141 -0.00089099963975547078 0.00098939386744497466 -0.0010325022781921705 -0.00024474861970756622 -0.00062116126035976355 0.0012486645592585206 0.0011920537691298453 -0.0015559516338317268 -0.0015700704345872896 0.001322182617211192 -0.0015525522162917558 0.0014179538152576379 -0.0015603159221126124 -0.0015742483673597493 0.0009278333639727548 -0.00070934247294448865 0.0013110147034301905 -0.0012821541228829323 0.0011350186525275294 -6.3382459682899124e-05 -0.0016074823330090905 0.0008479707022538398 -0.00059628866567043646
leaf_weight=0.36886224034242232 3.3453302667476232 1.2083661397919048 0.53728573536500324 1.4410513397306193 1.5687338360585279 1.1244006472406862 1.1613976124208409 0.42113828565925349 1.0225985220167775 0.38292221701703999 3.7066345368511975 0.40451991173904422 2.1383584421127999 1.5570217549102379 3.9117468802723994 0.91983160236850414 0.80451260798145063 0.22313744662096724 0.16947075631469877 0.42078792047686875 1.4903799038147552 0.88895002519711874 0.30714270658791054 0.1474593635648489 1.3966338750906246 0.89637486613355122 1.3513309430563998 0.4551551000913604 1.1139181528706075 0.5924828570568933
leaf_count=47 299 29 17 25 138 74 122 14 46 28 85 12 155 71 1026 135 31 60 4 74 286 45 10 2 61 20 59 44 30 72
internal_value=0 -0.000274204 0.00052945 -0.000548225 -0.000666083 -2.92195e-06 -0.000121837 0.000776707 -2.30816e-05 -0.000113893 2.5038e-05 0.000691589 0.000951214 0.000835901 -0.000776762 -0.000953377 -0.000368024 -0.00115416 -0.000587156 0.000437419 -0.00126874 0.00043015 0.000968997 -0.00081521 -0.00024026 2.39427e-05 -0.000682815 -0.00035177 -0.000177259 0.000346507
internal_weight=0 30.867 4.6109 15.356 13.9149 15.5111 13.5852 4.07361 12.4238 11.4012 10.2768 2.9258 2.54288 1.92588 12.7066 8.97628 2.29259 6.68369 2.77194 1.37276 1.65985 1.11209 3.65247 0.568247 7.35097 4.60301 2.74796 3.73029 3.27513 1.7064
internal_count=3121 2781 340 2001 1976 780 662 323 540 494 420 195 167 118 1947 1663 242 1421 395 107 290 105 309 76 225 105 120 284 240 102
is_linear=0
shrinkage=0.00154009


Tree=370
num_leaves=31
num_cat=0
split_feature=31 2 52 403 160 0 0 0 0 132 32 159 52 403 47 147 52 11 52 0 1 3 403 457 16 15 15 15 4 51
split_gain=0.228294 0.23356 0.282486 0.227577 0.253697 0.247539 0.290132 0.242556 0.265579 0.267668 0.226984 0.247816 0.225045 0.318141 0.305346 0.206314 0.20539 0.211098 0.209256 0.192064 0.431078 0.404438 0.332662 0.222222 0.259146 0.187464 0.363234 0.186058 0.180329 0.171567
threshold=-1.0000000180025095e-35 0.088225000000000012 0.19022000000000003 -1.0000000180025095e-35 0.083670000000000008 -0.10607499999999999 -0.084269999999999984 -0.083914999999999976 -0.057069999999999989 0.087210000000000024 -1.0000000180025095e-35 -0.48366999999999993 0.13389000000000004 0.10301500000000001 0.11893500000000001 1.0000000180025095e-35 0.11434500000000002 0.10221500000000001 -0.54533999999999982 -0.019414999999999998 0.078340000000000007 0.083060000000000009 0.092070000000000013 0.088350000000000026 -0.51370499999999997 0.035560000000000008 -0.018314999999999994 -0.11713499999999999 -0.49405499999999997 -0.076794999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 12 -2 5 27 10 -8 9 -9 -7 -12 13 14 16 -4 17 18 -3 20 22 -22 23 24 -20 26 29 -5 -21 -23
right_child=1 2 15 4 -6 6 7 8 -10 -11 11 -13 -14 -15 -16 -17 -18 -19 19 28 21 25 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0040612875067030946 -0.0033514646637476677 -0.0039889236797745597 -0.0031781540011241133 -0.0017089000817519394 -0.0034088781038412986 0.0010226375410747786 0.0038132743370644126 -0.0039029590176007257 0.00067431542922538168 0.0030736919352258919 0.0034607505307895944 -0.0038887304472823903 0.0027593257564336826 -0.0039894718598276488 -0.0030585932684426068 0.0040803711475115995 -0.0030716652996273016 -0.0034589563611854986 0.0014704867804066135 0.00039676196110265051 0.0030788962062080275 -0.0031184436843234293 0.0029687857596614794 0.0014747466209680722 -0.0035239800878820943 -0.0025441532266452134 0.0041459182182606146 0.0017511466529505548 0.0032601324348027205 0.00045065350972188571
leaf_weight=0.1974580850219344 0.53551995391899243 0.14569690143980185 0.57586774310038968 0.31260684353765089 0.46934794464323193 0.23714743426535279 0.23241127686924246 0.48639927204931099 1.0497551062144364 0.10587438769289292 0.078779867966659367 0.91574893885990583 0.56341298064217049 0.28191680561576493 0.40377202676609147 0.069372640922665596 0.24732594977831457 0.1958078781608491 0.19776142924092199 0.58009065300575458 1.2493956067482943 0.24681807204615402 0.25651308355736535 0.2468418432981706 0.96954840977559842 0.31760442740051065 0.40101141651393835 1.1484325941710261 0.86824242290458886 1.5518531331035772
leaf_count=86 503 113 201 37 104 7 13 227 110 14 12 338 44 90 48 3 62 27 9 35 173 15 13 27 496 22 30 67 82 113
internal_value=0 -0.000242396 0.000141005 -0.000887051 -0.000625016 -0.00033893 -0.000973822 1.12796e-05 -0.000526851 -0.00265582 -0.00247301 -0.00330655 0.000328784 0.00016097 0.000309489 -0.00239776 0.000491433 0.000613368 0.000726773 0.000826554 0.00048381 0.00122945 -0.00119731 -0.001953 -0.00267784 0.00031152 0.000723841 0.00101083 0.00211329 -3.91068e-05
internal_weight=0 14.9409 9.36885 5.57202 5.0365 4.56716 3.10612 1.87444 1.64203 0.592274 1.23168 0.994529 8.72361 8.1602 7.87828 0.64524 7.47451 7.22719 7.03138 6.88568 5.43735 3.76668 1.67066 1.41415 1.16731 2.51729 2.19968 1.46104 1.44833 1.79867
internal_count=3121 3035 1603 1432 929 825 721 364 351 241 357 350 1399 1355 1265 204 1217 1155 1128 1015 898 353 545 532 505 180 158 104 117 128
is_linear=0
shrinkage=0.0039763


Tree=371
num_leaves=31
num_cat=0
split_feature=1 50 51 2 42 42 43 2 2 160 157 0 52 2 51 160 52 0 12 0 33 4 16 1186 11 1374 13 47 3 15
split_gain=0.821896 0.500977 0.482214 0.424938 0.405691 0.459089 0.470922 0.482928 0.545112 0.446909 0.42931 0.426977 0.41552 0.397413 0.363073 0.357588 0.348937 0.423242 0.335454 0.358743 0.334466 0.324944 0.322081 0.312056 0.301495 0.321696 0.349729 0.385333 0.522428 0.47593
threshold=0.104035 0.10124500000000002 -0.10748999999999999 0.14753000000000002 -1.0000000180025095e-35 0.092145000000000019 -0.17390999999999998 0.089775000000000008 0.084245000000000014 -0.082299999999999984 -0.083944999999999978 -0.077809999999999976 0.15915500000000002 0.097070000000000004 -0.090529999999999985 -0.26568499999999995 -0.43320999999999993 -1.0000000180025095e-35 0.089885000000000007 -0.077639999999999987 -0.0066799999999999993 0.27834500000000006 0.38525000000000004 0.090275000000000008 0.090920000000000015 0.093235000000000012 -0.076384999999999995 0.10648500000000001 0.12178000000000001 0.035560000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 15 11 6 -6 8 9 -8 -9 -4 -12 18 -10 -2 -17 24 -13 -20 -11 22 23 -7 25 26 -18 28 29 -28
right_child=3 -3 4 -5 5 21 7 10 14 20 12 13 -14 -15 -16 16 17 -19 19 -21 -22 -23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=-0.0015908249550772582 -0.001613497023425371 -0.0015859306711128451 -0.0011979105376241923 0.0013055047260402228 0.0013404171937769418 -0.0013971519568528133 -0.0015875199484764462 -0.0016226053491942632 0.00090086077804680999 -0.0012809547999620521 0.00050994514604889545 0.0016290487645669166 -0.00099433705380883291 -0.0012147082551279495 -0.0013796929915776441 -0.0015839608716350056 0.00093354544767693419 0.0016038339979728886 0.0017188624803502332 -0.0015928988238469303 0.00045814942841265467 0.0015394517931843178 0.0006443904205642425 0.00077445571621028255 -0.00085512523083905348 -0.0012288218247826174 0.0013265090345860955 -0.00049737971184049415 -0.00065099049064406395 -0.00047218094014180842
leaf_weight=0.67658257868607208 0.28157558292150398 0.77256924635730584 1.9415328251780013 0.83175342506729144 0.63019719859585421 1.5872340056812388 0.3836638244101781 0.28401604422833759 0.19393031019717444 0.31301461602561254 4.6186055813450366 0.41504994698335085 0.50281093205558125 0.4314202408422716 1.5518422920140436 0.26507583208149199 1.7338424763875071 0.53066500136628647 0.12343194079585373 0.23370101593900472 2.1405843942775298 0.14106586482375849 0.27852897817501787 0.18215705547481764 0.66893362253904332 0.34252854157239188 1.4914875060785564 1.6585154216736553 0.75201968476176251 0.48022795422002662
leaf_count=195 18 292 522 112 18 313 75 30 25 22 217 15 47 70 320 68 157 86 4 56 183 11 11 4 25 12 108 70 17 18
internal_value=0 -0.000348914 -0.000291445 0.000235232 -0.000236336 -0.000112153 2.29282e-05 -6.01954e-05 -0.000435451 -1.03353e-05 0.000257968 -0.000742033 0.000362258 -6.65723e-06 -0.00112636 0.000126735 0.000188579 0.000249933 0.000668283 -0.000448291 0.000236286 -0.000767428 -0.000926332 -0.00117359 0.000149131 0.000253144 0.000336141 9.97769e-05 0.000463393 0.000888423
internal_weight=0 17.4019 16.6294 9.03663 15.9528 12.8077 10.6187 9.98847 4.58304 2.83726 5.40543 3.14514 5.12142 1.2036 1.74577 8.20487 7.9233 7.65822 0.772183 0.357133 2.4536 2.18899 2.04792 1.76939 7.12756 6.45862 6.11609 4.38225 2.72374 1.97172
internal_count=3121 2430 2138 691 1943 1276 937 919 625 280 294 667 264 145 345 579 561 493 75 60 205 339 328 317 407 382 370 213 143 126
is_linear=0
shrinkage=0.00157143


Tree=372
num_leaves=31
num_cat=0
split_feature=1 128 50 0 454 4 41 393 43 4 42 43 16 0 1 159 52 48 2 16 394 49 2 1374 16 0 13 133 157 124
split_gain=0.222618 0.294423 0.256795 0.237205 0.210771 0.199795 0.222843 0.188501 0.205613 0.329145 0.221715 0.266007 0.205671 0.298449 0.363412 0.279962 0.274096 0.232544 0.30461 0.221728 0.197922 0.169844 0.201712 0.231439 0.334673 0.223425 0.153978 0.257562 0.186815 0.182316
threshold=0.10752500000000002 0.086435000000000012 0.10647500000000001 -0.014954999999999998 -1.0000000180025095e-35 0.40473500000000007 0.078475000000000017 0.091220000000000009 -0.51144999999999985 -0.51843499999999987 0.092145000000000019 0.13895500000000002 0.38525000000000004 -0.077999999999999986 1.0000000180025095e-35 0.094385000000000011 0.11434500000000002 0.092805000000000012 0.084055000000000005 -0.084119999999999986 0.15288500000000002 -0.088694999999999982 0.098035000000000011 -0.094929999999999987 -0.087989999999999985 -0.10011499999999998 -0.073839999999999975 -0.25159999999999993 -0.071119999999999989 -0.51664499999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 26 -1 6 7 8 -6 -10 11 12 13 14 17 16 -15 18 19 -11 -12 -16 23 -23 -25 -26 27 -2 -28 -29
right_child=3 -3 -4 -5 5 -7 -8 -9 9 10 20 -13 -14 15 21 -17 -18 -19 -20 -21 -22 22 -24 24 25 -27 28 29 -30 -31
leaf_value=-0.0033560227413397289 -0.003546698358574722 -0.003690750122336166 -0.0036213100445027357 0.0034321447407562422 0.0025287701678580791 0.0028350590598587538 -0.0027625775758977145 -0.0036777535045707408 -0.0037454355885906806 -0.0036491424559893237 -0.0027164586663810295 0.0025484779532039532 -0.0030971451088047915 0.0025509979530931471 -0.0027488805080261463 -0.002678993508343715 -0.0017628245560873694 0.0015005917458695847 -0.0032831636105040939 0.0029247849734916637 0.0031937853861048276 -0.0025137702466115149 0.003282681204792443 0.0023617416234455769 0.00023669798630697464 -0.0036312989949381 0.0024965728323978124 -0.0038861500810584695 -0.00052355368343176122 0.0021848860079322677
leaf_weight=0.27304907314827964 0.12812997330911446 0.35193802829599086 0.29982489375106602 0.33332371930009763 0.38717445574001708 0.28250265249516893 0.43224976048804897 0.1881850787613083 0.31834684131899038 0.098040161494282074 0.5910405454924329 0.5646798247762489 0.27119672545813944 1.2886534485296737 0.21062868076842312 0.19433016311086238 0.22416036711365439 0.23915615775331378 1.0372137379454214 0.20682889217277178 0.083878422155976295 0.33796192298177752 0.32219776272540901 0.89574425976025063 0.95368626093841269 0.24290150468004601 0.29711512062931467 0.068096056580543185 2.4967033103166614 1.0997375540900975
leaf_count=56 8 178 244 117 23 33 95 81 28 31 339 95 120 142 21 35 31 46 600 55 2 13 38 72 49 104 31 1 204 229
internal_value=0 -0.000454323 -0.000339775 0.000511486 -0.000237752 -0.000146891 -0.000239583 -0.000113594 -3.43852e-05 -0.000157196 -1.00351e-05 0.000177746 -2.7492e-05 0.000105673 -0.000376505 0.00138921 0.0019118 -0.00177032 -0.00235319 0.000810733 -0.00198194 0.00036729 0.000605749 0.000250853 0.000697406 -0.000548487 0.000273448 0.00129921 -0.000202371 0.00183089
internal_weight=0 10.2956 9.94363 4.42311 9.64381 9.37076 9.08825 8.65601 8.46782 8.08065 7.7623 7.08738 6.5227 6.2515 4.54436 1.70714 1.51281 1.58124 1.34208 0.304869 0.674919 2.96312 2.75249 2.43029 2.09233 1.19659 4.08978 1.29596 2.79382 1.16783
internal_count=3121 2531 2353 590 2109 2053 2020 1925 1844 1821 1793 1452 1357 1237 1029 208 173 732 686 86 341 297 276 238 225 153 473 238 235 230
is_linear=0
shrinkage=0.00360053


Tree=373
num_leaves=31
num_cat=0
split_feature=39 42 42 42 132 123 1456 1 1365 42 33 4 151 156 1 0 12 43 43 9 43 43 448 16 376 4 4 160 160 16
split_gain=0.208145 0.22387 0.247773 0.227005 0.257453 0.250167 0.257925 0.217573 0.207077 0.225446 0.233623 0.251732 0.238227 0.236281 0.231341 0.204804 0.221631 0.23846 0.22377 0.202895 0.192009 0.186856 0.208595 0.174888 0.181085 0.172048 0.275416 0.363867 0.225714 0.261473
threshold=0.16946000000000003 -0.11466499999999999 -0.106335 -1.0000000180025095e-35 0.082230000000000011 1.0000000180025095e-35 0.075120000000000006 1.0000000180025095e-35 1.0000000180025095e-35 0.092145000000000019 -0.0066799999999999993 0.24564500000000003 -0.24462999999999999 0.091255000000000017 0.122185 0.18019500000000002 0.10832500000000002 0.12450000000000001 -0.20207499999999998 0.09055500000000001 -0.50216499999999986 0.28064000000000006 -0.08020999999999999 -0.50992999999999988 0.091135000000000008 0.033845000000000007 0.0061450000000000003 0.09389500000000002 -0.098904999999999979 0.15891500000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 23 6 8 -6 9 10 -5 13 -13 15 20 16 17 18 -12 25 -11 22 -7 -4 -25 26 27 28 -20 -30
right_child=-2 2 3 5 7 21 -8 -9 -10 14 11 12 -14 -15 -16 -17 -18 -19 19 -21 -22 -23 -24 24 -26 -27 -28 -29 29 -31
leaf_value=-0.0021094914131275654 0.0034041591630075336 0.0030309225773459307 0.0029246860673928657 -0.0032223752899046098 -0.0033121160635921107 -0.0029358533698248808 -0.0033146281003754632 0.001831482217939822 -0.0030916247979108974 0.0015742754318199856 0.0032056535375052757 -0.0033705781452163575 0.0019776887262689447 -0.0021385215738872567 0.0012622730749449729 0.003444392942433499 -0.0031372352625975387 0.0031950895409245364 -0.0023878118872835523 0.0039141038286124351 -0.0020983161591499122 -0.0033661459250822596 0.002758025347656378 -0.0030734955674318843 0.003197842136195392 -0.0014360400878636115 0.0019936590854855527 -0.0031805044111496363 0.00091707522502847887 -0.0016343931005688046
leaf_weight=0.62698957297834468 0.17694623518036756 0.26870921152294514 0.063726047228556126 0.20623599865938125 0.11761721386574209 0.077437238302081823 0.2706569838337608 0.36694281210657209 0.23854296692297872 0.17577300302218635 0.24005508841945911 0.096995091065764316 1.2879209819366222 0.48962284889421415 0.37320769319194358 0.20819975156337012 0.21749598917085666 0.28264028963167209 0.34349724165803497 0.13682726898696262 1.2550346365023859 0.071682891109958291 0.69606331177055913 0.86715297684713444 0.0529095891979523 0.92166725246352132 0.71645668282872055 0.4047075860435142 2.3090005416161383 0.53598637980758201
leaf_count=169 23 20 7 19 89 3 221 56 48 13 10 7 169 155 37 9 16 14 142 2 449 8 218 514 5 78 28 79 415 98
internal_value=0 -0.000187793 -9.71513e-05 -0.000161689 -0.00138055 -6.81208e-06 -0.000142835 0.000582977 -6.06054e-05 1.02706e-05 0.000237032 0.000324133 0.00160311 6.38863e-05 -0.00104525 0.000234605 0.000125201 0.000245653 9.70084e-05 -4.20054e-05 -0.00164714 0.00171693 0.002188 -0.00234767 -0.00271285 -0.000145479 0.000130522 -0.000240974 0.000132134 0.000436387
internal_weight=0 13.9198 13.2928 13.0241 1.46835 11.5557 10.7105 0.48456 10.4399 10.2013 8.39731 8.19107 1.38492 6.80616 1.80402 6.31653 6.10833 5.89084 5.6082 5.36814 1.43081 0.845183 0.773501 0.983789 0.920063 5.23132 4.30965 3.59319 3.18848 2.84499
internal_count=3121 3098 2929 2909 671 2238 2009 145 1788 1740 1241 1222 176 1046 499 891 882 866 852 842 462 229 221 526 519 840 762 734 655 513
is_linear=0
shrinkage=0.00329098


Tree=374
num_leaves=31
num_cat=0
split_feature=4 457 403 11 1456 151 376 376 484 1 1373 1213 1 3 15 16 47 1456 13 12 49 3 160 3 3 13 132 52 12 42
split_gain=0.767833 0.675377 0.567469 0.618335 0.614116 0.553719 0.528047 0.461883 0.438793 0.419279 0.456156 0.417377 0.404116 0.42104 0.439663 0.425536 0.406412 0.399563 0.362655 0.361964 0.457658 0.341586 0.336666 0.322927 0.507799 0.340552 0.316975 0.337679 0.452217 0.420299
threshold=0.27287000000000006 0.080930000000000016 -1.0000000180025095e-35 0.081790000000000015 -1.0000000180025095e-35 -0.27559499999999998 0.048375000000000008 0.11430500000000002 0.073690000000000019 0.093575000000000019 -1.0000000180025095e-35 -1.0000000180025095e-35 0.13146500000000003 -0.10519499999999998 0.079055000000000014 0.38525000000000004 0.10813000000000002 0.091180000000000011 -0.094514999999999988 -0.040564999999999997 -1.0000000180025095e-35 0.11296500000000002 -0.23269999999999999 0.090900000000000009 -0.080634999999999984 -0.080759999999999985 0.082230000000000011 -0.0064899999999999992 0.091840000000000019 0.088380000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 8 4 -4 -2 11 -8 -1 23 -11 -6 13 14 -13 16 18 -7 19 -15 -21 22 -20 24 25 -3 27 -24 29 -29
right_child=5 9 3 -5 6 17 7 -9 -10 10 -12 12 -14 15 -16 -17 -18 -19 21 20 -22 -23 26 -25 -26 -27 -28 28 -30 -31
leaf_value=-0.001747533173072023 -0.0015223062078863622 -0.0014016548813493633 -0.0017550273162508299 -0.0017714260899920091 -0.0017463157571124695 0.00094422269415362573 0.0018211631632543584 -0.00045634429368007133 0.00029466698774101692 -0.00061971640230009631 0.0015743645833502466 0.00078696973605196948 0.00076450553851531021 -0.0010851149957815563 -0.00094292387829694963 -0.0017986550970911087 -0.0017451545337026954 -0.0014887025969318628 -0.0017712949385336875 -0.00068946400816308629 0.0012800069921020199 0.001854774634698408 -0.0010918551067124569 0.00090515825765687585 -0.0017202500103873605 0.00092888742856173166 0.0010503808678420006 -0.00020438733588946727 -0.0014361355987960072 0.0014679007047746467
leaf_weight=1.451790474238815 0.34167759958654675 0.25989626965019885 0.74954424734461333 0.81178570271003891 0.5312774141784854 3.2388759588357057 0.72701545094605602 0.42385857412591577 0.40451281436253328 0.36892532790079702 1.2514020681846885 1.8622360866866157 1.2406430379487563 0.41227865428663824 0.57917782361619163 0.63528439990477714 0.57769688812550235 0.21655089501291502 0.5734469467424822 0.49527407332789186 1.2507597892545219 0.19049391895532597 1.8931913794367634 0.69470816012471903 0.62994941731449161 0.686651790747419 0.43181369907688338 2.7104435710352375 0.72958182974252839 0.54234613256994624
leaf_count=678 15 43 237 117 192 326 54 14 43 7 81 67 55 16 40 137 41 11 137 38 47 4 287 15 35 39 52 174 99 20
internal_value=0 -0.000257861 -0.000391217 -0.000293818 -0.000221369 0.000583524 -0.000148644 0.000982374 -0.00130251 0.000400927 0.0010748 -0.000237458 -0.000180705 -0.000271722 0.000376586 -0.000423293 -0.000334201 0.000791752 -0.000245888 0.000376284 0.000721353 -0.000435787 -0.000499201 -7.98309e-05 -0.000513882 0.000288984 -0.000383546 -0.00048893 -0.000202304 7.44376e-05
internal_weight=0 23.116 19.2245 17.3681 16.5564 3.7971 15.8068 1.15087 1.8563 3.89153 1.62033 14.6559 14.1247 12.884 2.44141 10.4426 9.80733 3.45543 9.22963 2.15831 1.74603 7.07132 6.88082 2.27121 1.5765 0.946548 6.30738 5.87556 3.98237 3.25279
internal_count=3121 2769 2549 1828 1711 352 1474 68 721 220 88 1406 1214 1159 107 1052 915 337 874 101 85 773 769 132 117 82 632 580 293 194
is_linear=0
shrinkage=0.00173405


Tree=375
num_leaves=31
num_cat=0
split_feature=1 484 42 42 0 131 16 484 2 474 376 0 455 43 16 159 2 48 51 148 1 16 14 15 0 0 15 403 454 1186
split_gain=0.95653 0.579262 0.548845 0.600395 0.606234 0.527378 0.519339 0.548974 0.48614 0.429097 0.461405 0.408475 0.387701 0.435536 0.379056 0.447936 0.368737 0.727512 0.516892 0.511066 0.395132 0.518495 0.360662 0.419323 0.410849 0.355306 0.353936 0.609254 0.347661 0.325587
threshold=0.104035 -0.0068949999999999992 -1.0000000180025095e-35 0.092145000000000019 0.18019500000000002 0.08844500000000001 0.25792000000000009 0.087235000000000021 0.14753000000000002 0.085860000000000006 0.088235000000000008 -1.0000000180025095e-35 0.081825000000000009 -0.50216499999999986 0.0065250000000000004 0.082585000000000006 1.0000000180025095e-35 0.12879500000000002 0.12808000000000003 -0.079184999999999992 0.13075500000000004 0.51524500000000006 -0.22253999999999999 0.035560000000000008 -0.084674999999999986 -0.10324499999999999 0.088345000000000021 0.03138500000000001 1.0000000180025095e-35 0.090275000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 9 4 5 6 7 14 11 10 26 16 13 -5 15 -4 20 19 -19 -18 25 -22 24 -24 -21 -2 -3 -28 -9 -15
right_child=8 2 3 12 -6 -7 -8 28 -10 -11 -12 -13 -14 29 -16 -17 17 18 -20 22 21 -23 23 -25 -26 -27 27 -29 -30 -31
leaf_value=-0.001364626325760306 -3.1175578867221015e-05 -0.0014233261783862807 0.00019791962172194664 0.00061196953640607708 0.0016816515834098943 -0.0015081776368430127 -0.0010492378261329897 -0.0013645621910213762 0.0012822369782299391 0.0011014619049588615 0.0012019237530378184 0.0012499340760666706 0.0010398714753439703 -0.0014376085073560575 0.00089848335520058124 -0.0011692776147029993 -0.0011879510957152337 -0.0015523448635083206 0.00034748267951865101 -0.00082723047648725534 0.0015799133081325521 -0.00055459604209600808 0.0013935881444348771 -0.00054852594147764445 0.0011576468874029185 -0.0012560963224749519 -0.0015680841383353258 0.00088993711732640883 0.00088922333683857631 0.0008075328952039842
leaf_weight=1.2701833632891091 1.0010311617515983 2.3413151735439972 6.7747510207118413 0.34870300511829633 0.49347748025320548 0.58554006391204971 1.0269885394372966 0.87297262798529007 0.96004158991854716 0.2633098195074125 0.22430660482496012 0.7143242424936006 0.24805715214461077 1.9503520763828412 1.6758244289085267 0.63017143623437721 0.33383520320057725 0.74189162114635088 0.64331327425315976 0.56929466361179948 0.49418313323985763 0.61394171230494976 2.1146363599691576 0.30620082886889566 0.44859772268682607 1.3222837344510465 0.47380358539521683 0.49719108385033906 0.20295005105435848 0.16885682940483082
leaf_count=427 20 522 428 13 14 74 114 131 112 24 7 121 15 357 58 61 12 24 21 19 37 15 141 12 39 118 147 30 5 3
internal_value=0 -0.000350876 -0.000282306 -0.000148744 -2.59673e-06 -7.32165e-05 1.91336e-06 0.0001082 0.000231367 -0.000808785 -0.000951008 0.000122927 -0.000808604 -0.000994399 0.000232328 8.15688e-05 2.91988e-05 0.000291336 -0.000670032 0.000644329 -0.000364817 0.000397317 0.000822209 0.00114794 4.75294e-05 -0.000728323 -0.0010968 -0.000309471 -0.000939433 -0.00125872
internal_weight=0 20.0488 18.7786 14.9786 12.2627 11.7692 11.1837 10.1567 10.2636 3.79993 3.53662 9.30353 2.71597 2.46791 9.08075 7.40492 8.58921 5.15777 1.3852 3.77256 3.43144 1.10812 3.43873 2.42084 1.01789 2.32331 3.31231 0.970995 1.07592 2.11921
internal_count=3121 2430 2003 1273 885 871 797 683 691 730 706 579 388 373 547 489 458 268 45 223 190 52 211 153 58 138 699 177 136 360
is_linear=0
shrinkage=0.0015511


Tree=376
num_leaves=31
num_cat=0
split_feature=31 4 48 14 457 11 1456 403 484 1373 1 3 3 1213 39 4 3 43 43 3 131 130 43 16 160 0 15 13 129 43
split_gain=0.208828 0.203272 0.260942 0.25179 0.220011 0.277874 0.242854 0.250015 0.264582 0.21987 0.297423 0.291517 0.291573 0.198368 0.167187 0.195097 0.205196 0.284041 0.393169 0.230816 0.208352 0.180848 0.194283 0.345915 0.227422 0.17468 0.239627 0.165579 0.147238 0.146118
threshold=-1.0000000180025095e-35 0.27287000000000006 0.12933000000000003 -0.46885499999999997 0.080930000000000016 0.081790000000000015 -1.0000000180025095e-35 -1.0000000180025095e-35 0.073690000000000019 -1.0000000180025095e-35 0.093575000000000019 0.090900000000000009 -0.080634999999999984 -1.0000000180025095e-35 0.16946000000000003 -0.076229999999999978 -0.077774999999999983 -0.074359999999999996 -0.25681499999999996 -0.10519499999999998 0.11644500000000001 -1.0000000180025095e-35 -0.15582499999999996 0.15891500000000003 -0.089744999999999978 -0.10011499999999998 -0.015744999999999999 -0.080759999999999985 0.093420000000000017 0.15359500000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 4 3 -3 5 6 -2 8 -8 -6 11 12 27 -9 15 21 19 18 -18 -17 -21 28 -23 24 -24 26 -19 -11 -15 -25
right_child=1 2 -4 -5 9 -7 7 13 -10 10 -12 -13 -14 14 -16 16 17 25 -20 20 -22 22 23 29 -26 -27 -28 -29 -30 -31
leaf_value=0.0036899475152443596 -0.0036306079016838288 -0.0013000892352981672 -0.0023637419226785147 0.0022186617650311181 -0.0022057755547698079 -0.0036534376943603169 -0.0036271918152386388 -0.0036250476459904063 0.0011875415297604743 -0.0028886690723870434 0.0031706974700763547 0.0027832855276658979 -0.0035905567851826936 -0.0030170747294149115 0.0037400758149938262 0.00017289912950536955 -0.0035181511505609463 -0.0011907808990598079 0.0025884022447796077 -0.0036587022324152288 0.0036992184744803541 0.003095696108943554 -0.0020235823070544629 -0.0026935173121211261 0.0019977933588958504 -0.0024874981026676663 0.0013129499566644294 0.0019107513289006635 0.001282890458747514 0.00086179055342161157
leaf_weight=0.18181114169419643 0.30924967964528249 0.33681041578529392 0.27121131471358229 1.2448140083288315 0.29752985801314968 0.37474450681475069 0.56263250074697957 0.21457024356640353 0.2022641082003247 0.12501166271977127 0.62197555572492991 0.36850245285313576 0.34967457206221186 0.30550761270569671 0.14454828249290663 0.43243943600099644 0.16707551537547261 1.4139312062761749 0.77482918449095484 0.70290300456690602 0.054021955817006528 0.43522975509404238 0.2132783207052863 0.49692070554010559 1.3050720741593889 0.61450187674202839 0.76946817152202207 0.37413831322919577 0.1572265071736183 0.21626770903822035
leaf_count=86 270 36 18 260 18 122 654 192 29 38 71 11 33 50 13 37 22 94 127 437 2 22 29 65 111 182 34 39 13 6
internal_value=0 -0.00020478 0.000908264 0.00146934 -0.000376587 -0.000604061 -0.00048367 -0.000377689 -0.00235402 0.000673755 0.00113955 0.000101771 -0.00106236 -0.000198107 -0.000108469 -0.000177501 -0.000625118 -0.000209692 0.00150522 -0.00193137 -0.00313357 0.000527526 0.000889065 0.000458693 0.00143292 -0.000787012 -0.000308422 0.000708741 -0.00155604 -0.0016154
internal_weight=0 13.8564 1.85284 1.58162 12.0035 9.86668 9.49194 9.18269 0.764897 2.13683 1.8393 1.21733 0.848825 8.41779 8.20322 8.05867 4.92917 3.73981 0.941905 1.18936 0.756925 3.1295 2.66677 2.23154 1.51835 2.7979 2.1834 0.49915 0.462734 0.713188
internal_count=3121 3035 314 296 2721 2511 2389 2119 683 210 192 121 110 1436 1244 1231 935 459 149 476 439 296 233 211 140 310 128 77 63 71
is_linear=0
shrinkage=0.00361046


Tree=377
num_leaves=31
num_cat=0
split_feature=1456 1213 475 1 11 47 128 124 50 1366 4 42 43 394 448 3 42 49 3 12 13 50 16 4 151 2 0 16 12 52
split_gain=0.192351 0.186658 0.246079 0.18637 0.209763 0.197897 0.194698 0.228164 0.179685 0.184112 0.193632 0.184821 0.186094 0.235653 0.183356 0.182626 0.168733 0.171553 0.241739 0.200976 0.215501 0.189467 0.173464 0.164896 0.154333 0.142375 0.156322 0.155253 0.176095 0.16203
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.086004999999999984 0.11588000000000001 0.088215000000000002 0.11669500000000001 0.087235000000000021 -0.043384999999999993 0.10647500000000001 -0.082084999999999991 0.27834500000000006 0.092145000000000019 -0.50216499999999986 0.15288500000000002 -0.083859999999999976 -0.15121499999999996 0.091295000000000015 -0.12164499999999999 0.10299500000000002 0.092355000000000007 -0.094514999999999988 0.088280000000000011 0.22339500000000004 0.51164000000000009 -0.033849999999999991 0.14753000000000002 -0.20211999999999997 -0.061854999999999993 0.12069000000000002 -0.057699999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=24 2 -2 4 5 6 7 -3 9 -9 11 14 -13 -14 -11 -16 17 -17 19 20 -19 -21 -20 -12 -1 26 -5 28 -28 -29
right_child=1 3 -4 25 -6 -7 -8 8 -10 10 23 12 13 -15 15 16 -18 18 22 21 -22 -23 -24 -25 -26 -27 27 29 -30 -31
leaf_value=0.0011568732563730518 0.0034055809799523871 0.0019279531836176179 -0.0030084879464790664 -0.0021212040429701672 -0.0025017584961572062 -0.0033993166015901769 -0.0033702975708679939 -0.0033991951645394513 -0.0028524525079246825 -0.0034269523217544066 0.0032157025741113678 0.0016786205140759507 -0.0030926709769616917 0.002953071130392399 0.0021953960187971518 -0.0019078920707689829 0.0024767762651021152 0.0022721691010481378 0.0024394322370783193 -0.0033994403921704859 -0.00032013021278911186 0.0029883214660099584 -0.0001906956122278736 -0.00048873382345579171 -0.0033693320835950268 0.0028394394063514555 0.0026703857297545887 0.00082851023698381904 -0.00080562745397486503 -0.0021864523285598141
leaf_weight=0.11088028972153552 0.078601028770208359 0.67401189570954301 0.43649424238537626 0.22182455379515942 0.41490845511725716 0.19579153947415839 0.18817574706918172 0.17414816381641074 0.25412850407883603 0.15963170013854711 0.38092132908059273 0.15854654216673225 0.58113177065388288 0.081913073547184467 0.47075129958101491 0.52438500200513871 0.30057688572560426 0.40032134857027912 0.72442059603054054 0.35860419708478719 3.3076454823458934 0.060418559500249103 0.45437853570911102 0.20625982561614364 0.34460636539733869 0.34565232231398102 0.67883526984951503 0.63641482547973283 0.21328125533182174 0.28846046573016659
leaf_count=28 4 143 457 13 79 43 108 38 180 25 54 9 253 2 65 51 36 31 38 165 609 7 29 16 260 107 139 89 14 29
internal_value=0 -6.12276e-05 -0.00202973 2.01794e-05 -0.000178439 -7.86105e-05 -9.88525e-06 5.83131e-05 -8.82481e-05 -4.06083e-06 6.83092e-05 -7.46491e-05 -0.00156917 -0.00234578 0.00010696 0.000192414 3.86145e-05 -8.70859e-05 9.28691e-05 -0.000287809 -4.02591e-05 -0.00247839 0.00142563 0.00191444 -0.00226751 0.000859068 0.000523325 0.000846178 0.00183936 -0.00011183
internal_weight=0 12.9706 0.515095 12.4555 10.0711 9.65616 9.46037 9.27219 8.59818 8.34405 8.16991 7.58272 0.821591 0.663045 6.76113 6.6015 6.13075 5.83017 5.30579 4.12699 3.70797 0.419023 1.1788 0.587181 0.455487 2.38447 2.03882 1.81699 0.892117 0.924875
internal_count=3121 2833 461 2372 1981 1902 1859 1751 1608 1428 1390 1320 264 255 1056 1031 966 930 879 812 640 172 67 70 288 391 284 271 153 118
is_linear=0
shrinkage=0.003337


Tree=378
num_leaves=31
num_cat=0
split_feature=9 39 2 123 1447 160 403 0 0 16 9 51 48 51 457 15 43 1 48 44 474 1 2 43 4 3 16 133 16 48
split_gain=0.182221 0.179345 0.202469 0.233162 0.234556 0.200365 0.224382 0.184338 0.267491 0.320893 0.221481 0.193076 0.183501 0.369618 0.287872 0.227078 0.21894 0.235293 0.288747 0.21746 0.210236 0.247363 0.201348 0.199121 0.181501 0.178 0.175024 0.211223 0.213146 0.161828
threshold=-0.036024999999999995 0.16946000000000003 0.089775000000000008 0.08592000000000001 -1.0000000180025095e-35 0.083670000000000008 -1.0000000180025095e-35 -0.10607499999999999 -0.084269999999999984 -0.083134999999999987 0.091600000000000015 0.12547500000000003 0.12649500000000002 0.13705500000000001 0.088350000000000026 -0.094549999999999981 0.05259500000000001 0.10439500000000002 -0.08595499999999999 0.081805000000000017 -1.0000000180025095e-35 0.085110000000000005 0.090050000000000005 -0.08076499999999999 -0.084134999999999988 0.090900000000000009 0.0057500000000000008 0.08653000000000001 0.15891500000000003 -0.031249999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 5 4 -4 6 -2 -8 10 -10 11 -9 14 -14 15 19 17 23 -19 20 -6 22 -22 26 -11 -16 -17 -28 -29 -25
right_child=1 -3 3 -5 12 -7 7 8 9 24 -12 -13 13 -15 25 16 -18 18 -20 -21 21 -23 -24 29 -26 -27 27 28 -30 -31
leaf_value=0.0029168600050705393 -0.0023561183685396813 0.0029413596831611233 -0.0028943642843461399 0.0019216529997648087 -0.0026431298062927428 -0.0023207315047641805 0.00065038573146962366 -0.0027619971178555083 0.0020092074350190224 0.0009344405183135682 0.00083685660939334945 0.0022126290859835166 -0.0029974488431327791 0.00088686906532758599 0.00014474148549407633 -0.0021696587947921671 0.00070005185798314854 -0.0025181059147106341 0.0019691685799146652 -0.0027734707645848296 0.0029316731055665244 0.002197004039746959 -0.0028796821451085339 0.0023616329679291585 -0.0014160063040678222 0.0028043208927003016 0.0021685143566567513 0.0022296636925976101 -0.0029918019148878687 -0.0024624219443383335
leaf_weight=0.16043450425786332 0.44817806106584246 0.1516556601563942 0.22517686042556295 0.5417291224002837 0.10394467483274628 0.51007657095033199 1.3309142669022525 0.81757001124787831 0.49380554645904107 0.38466067658737046 0.21872191596776247 0.069113190300413407 0.43438262371637382 0.37098434451036155 0.33647838197066438 0.28909078882134065 1.0359457023732828 0.1619556249352172 0.42317173095943861 0.11879885848611582 0.07029204670106981 1.0089756454690357 0.15851092344382778 0.060266262385994307 0.88739565656579755 0.52821362827671692 0.31124783646373544 0.096264819294447079 0.18967430386692286 0.98718260710302308
leaf_count=89 529 23 99 130 4 145 108 387 79 70 4 12 36 20 37 103 145 7 96 12 3 129 103 6 260 52 39 23 43 328
internal_value=0 -0.00014805 -0.000185197 0.000116123 -2.54147e-05 -0.00062034 -0.000433832 -0.000228813 -0.000636347 5.38221e-05 -0.00173888 -0.00237425 7.12172e-05 -0.00120818 0.000246452 -1.61194e-05 -0.000405917 -0.000860777 0.000727149 0.000932619 0.00126076 0.0015886 -0.00109434 -0.00134127 -0.000705248 0.0017694 -0.000344263 0.000539388 -0.00123393 -0.00218486
internal_weight=0 12.7644 12.6127 7.45229 6.91056 5.16044 4.65036 4.20218 2.87127 1.76586 1.10541 0.886683 6.68538 0.805367 5.88001 5.01532 3.5548 2.51885 0.585127 1.46052 1.34172 1.23778 0.228803 1.93373 1.27206 0.864692 0.886278 0.597187 0.285939 1.04745
internal_count=3121 3032 3009 1415 1285 1594 1449 920 812 409 403 399 1186 56 1130 1041 790 645 103 251 239 235 106 542 330 89 208 105 66 334
is_linear=0
shrinkage=0.00285795


Tree=379
num_leaves=31
num_cat=0
split_feature=1456 1425 4 133 1374 480 42 42 123 1365 133 33 4 151 158 156 1374 150 15 0 157 47 15 1213 160 452 48 49 15 43
split_gain=0.168895 0.163728 0.243036 0.203403 0.191412 0.188572 0.194045 0.223548 0.209346 0.240071 0.224487 0.189775 0.189485 0.241525 0.230448 0.205473 0.17996 0.215788 0.167603 0.167537 0.227054 0.161525 0.156824 0.15571 0.150588 0.141432 0.1395 0.182483 0.298172 0.22383
threshold=-1.0000000180025095e-35 1.0000000180025095e-35 0.50996500000000011 -0.25159999999999993 0.10637000000000001 0.084710000000000021 -1.0000000180025095e-35 -0.084624999999999992 0.08592000000000001 1.0000000180025095e-35 0.10722500000000001 -0.0066799999999999993 0.24564500000000003 -0.27559499999999998 0.094850000000000004 0.091255000000000017 -0.094929999999999987 0.12155000000000001 -0.13843999999999998 -0.23051499999999997 -0.084489999999999996 0.13827000000000003 0.013270000000000002 -0.082704999999999987 -0.098904999999999979 0.085195000000000007 0.093015000000000014 -0.087004999999999985 0.092400000000000024 -0.08287499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=25 2 3 -2 5 6 7 -5 9 10 11 -8 14 -14 15 16 17 -13 -18 -20 -21 -15 -17 -22 -25 -1 27 29 -29 -26
right_child=1 -3 -4 4 -6 -7 8 -9 -10 -11 -12 12 13 21 -16 22 18 -19 19 20 23 -23 -24 24 26 -27 -28 28 -30 -31
leaf_value=-0.0027663059379018982 -0.0023197360344048602 -0.0033631496872103205 0.0025859062527265205 -0.00018629876531607006 -0.0029853324662822739 -0.0026160134912102105 -0.0026466491675964962 -0.0027316668890907309 0.0032022124105868344 -0.0029181266037350321 -0.0020308732921004206 -0.0032534278661845236 -0.0032339261818429325 0.0027792848016223821 -0.003239084533214579 -0.002844409529233954 -0.0021406156708149789 0.00082370525269453304 0.0028404131688249956 -0.0019950768269863528 -0.0031919016463330487 -0.00075661121733376668 0.0016803696734441519 -0.00087547518956099636 0.0019227714564534616 0.0033344465196130995 0.0028833491093159008 0.0015794921806846036 -0.0021397132919983024 -0.0020622472304077872
leaf_weight=0.36715058537811174 0.3991773222369347 0.1491681856132353 0.35567321340204294 1.4589522779278921 0.21439015003852624 0.26188849888421906 0.19588615244718699 0.46016694311401352 0.24861730726843312 0.23752756393514651 0.38907925077364769 0.2612777381436765 0.089783269446343184 0.82998196297558002 0.17909527424490068 0.31574894468940318 0.19579507320303502 0.26520885003264993 0.39986401237546321 0.2982906706165388 0.09349564250440856 0.15553230931982398 0.10299337218748406 0.41031456177733261 0.22354774258565158 0.043043859302997589 0.42116653750417743 2.6899794463534756 0.23787688286392938 0.39613452079355926
leaf_count=287 176 75 146 380 28 206 26 274 97 54 193 37 8 129 61 108 59 9 12 95 114 5 17 91 24 1 49 281 53 26
internal_value=0 -4.81328e-05 -6.18178e-06 -8.68286e-05 -6.03838e-06 5.30039e-05 0.000119219 -0.000796628 0.000322713 0.000237371 0.000329325 0.000447633 0.000527744 0.00176577 0.000322647 0.000423711 0.000576857 -0.00119964 0.000751143 0.000860644 0.00069471 0.00222126 -0.0017315 0.000874103 0.000960915 -0.00212612 0.00115078 0.000945083 0.00127732 -0.000624669
internal_weight=0 11.9366 11.7874 11.4318 11.0326 10.8182 10.5563 1.91912 8.6372 8.38858 8.15105 7.76197 7.56609 1.0753 6.49079 6.31169 5.89295 0.526487 5.36647 5.17067 4.77081 0.985514 0.418742 4.47252 4.37902 0.410194 3.96871 3.54754 2.92786 0.619682
internal_count=3121 2833 2758 2612 2436 2408 2202 654 1548 1451 1397 1204 1178 142 1036 975 850 46 804 745 733 134 125 638 524 288 433 384 334 50
is_linear=0
shrinkage=0.00318414


Tree=380
num_leaves=31
num_cat=0
split_feature=12 1 15 3 43 43 13 3 49 16 15 12 52 42 42 48 44 1 14 160 148 484 52 1 51 403 12 51 151 0
split_gain=0.57855 0.559652 0.542524 0.416456 0.395079 0.420286 0.391904 0.315974 0.523791 0.380783 0.309778 0.425022 0.328665 0.304685 0.368746 0.30089 0.398107 0.421137 0.342516 0.308507 0.306597 0.284523 0.285652 0.264617 0.262593 0.262367 0.362299 0.230925 0.230909 0.222803
threshold=0.082095000000000015 0.12958500000000003 0.035560000000000008 0.10732000000000001 -0.043144999999999996 -0.0092949999999999994 0.18141000000000002 -0.097604999999999983 -0.23360999999999996 -0.078844999999999985 0.088235000000000022 0.084100000000000022 0.090245000000000006 0.10256000000000001 -0.11051499999999999 0.12879500000000002 1.0000000180025095e-35 0.094465000000000007 -0.46596499999999991 0.086870000000000017 -0.078719999999999984 -0.068929999999999977 -0.22660999999999995 0.11146500000000002 0.12547500000000003 0.03138500000000001 0.087005000000000013 0.123935 -0.50641499999999995 -0.12333499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 7 6 -6 -1 13 -9 10 11 -10 25 14 -2 16 17 19 -19 29 -20 -16 -23 -4 -13 26 -12 -17 -11 -7
right_child=1 -3 23 -5 5 15 -8 8 9 28 12 24 -14 -15 21 27 -18 18 20 -21 -22 22 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0013774853725004135 -0.0017503587279473504 0.0010893457284982086 -0.0016821354959487135 0.0006799154595016763 -0.0016869986547197247 0.00089646039628322788 -8.0912098234544482e-05 0.0010588206215027423 0.00099833455981342611 0.0002172054421925299 0.0021529405992523382 -0.0016510485412673185 -0.0019021447591519348 -0.0018279222355773424 -0.0019079659548737432 -0.0018894790858171061 -0.0016765093575929224 -0.0010107700569605281 -0.00089304649838885914 -0.00097562807805239829 0.0013948143548145559 -0.0018939674231934329 0.00049554249390539897 0.00019977084769179316 0.0015083638886579851 0.0014841241792462984 -0.0018985951422193839 -4.7009843052779391e-05 -0.0018830861775094262 -0.00025637990034301102
leaf_weight=1.9426817601779469 0.40302325290395025 0.79824770533014167 0.78549182426649966 0.89769649133086282 0.45234601170522992 1.2166950110113253 0.98594870639499266 0.43149072118103315 0.28921997273573508 0.20445023220963632 0.11523630435112842 1.6258719346660653 0.22672971012070775 0.38451413740403939 0.21710257703671354 0.39786643278785028 0.33156180870719243 0.27821794850751613 0.22830025409348209 0.87481251277495164 2.3276991230086455 0.19066272804048034 2.5870484246988736 0.40039215388242155 0.099065253773005568 0.52848433284088969 0.24468960898229852 0.61418731044977903 2.0367557406716545 1.1646111512673123
leaf_count=249 59 59 79 20 37 39 47 12 30 30 2 512 66 29 38 18 29 17 17 24 194 77 154 23 15 33 96 23 1011 82
internal_value=0 -0.000431324 0.000162953 -0.000547128 0.0002956 7.61636e-05 0.000886503 -0.000662057 -0.000938254 -0.00109871 -0.000674156 -0.00111522 0.000122491 -0.00023838 -5.85008e-05 0.00018345 0.000333918 0.000443367 0.000974382 -1.88432e-05 0.00119046 0.000169179 0.000331526 -0.00104674 -0.0014696 0.000639194 -0.000601428 -0.000771336 -0.00169149 0.000332648
internal_weight=0 11.2803 12.0008 10.482 10.8149 7.8863 2.92863 9.58434 5.80199 5.3705 3.1293 2.01416 1.11514 3.78235 3.39784 7.43395 6.4219 6.09034 2.83422 3.25612 2.556 2.99481 2.77771 1.18588 1.72494 0.88841 0.359926 1.01205 2.24121 2.38131
internal_count=3121 2243 878 2184 776 480 296 2164 1807 1795 754 557 197 357 328 443 402 373 228 145 211 269 231 102 527 131 98 41 1041 121
is_linear=0
shrinkage=0.001884


Tree=381
num_leaves=31
num_cat=0
split_feature=1 52 0 4 52 12 3 39 47 50 48 4 15 40 2 1 14 2 3 4 48 16 160 394 1374 2 1 150 16 4
split_gain=0.698415 0.579279 0.572433 0.459157 0.475163 0.447454 0.461801 0.50411 0.473225 0.595837 0.536529 0.590437 0.467042 0.447788 0.421241 0.413719 0.39224 0.375487 0.36498 0.44709 0.384934 0.453116 0.445827 0.368533 0.363919 0.544429 0.343795 0.334253 0.325662 0.520824
threshold=0.094385000000000011 -0.43320999999999993 -0.060129999999999996 -0.49405499999999997 0.10347000000000002 -0.064509999999999984 0.31299000000000005 0.15619500000000003 0.13148500000000005 0.11392500000000001 0.12879500000000002 -0.013125 0.050935000000000008 0.57330500000000006 0.12437500000000001 1.0000000180025095e-35 0.062655000000000016 0.090310000000000015 -0.084074999999999997 -0.083854999999999985 0.08975000000000001 -0.51370499999999997 0.089640000000000011 -0.43358499999999994 -0.094929999999999987 0.073895000000000002 0.12958500000000003 -1.0000000180025095e-35 -0.056919999999999991 0.053180000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 15 4 -4 13 7 8 9 10 11 12 -7 -3 -5 18 24 26 23 -20 21 -21 -22 -1 -17 28 -13 -19 29 -26
right_child=1 5 3 14 -6 6 -8 -9 -10 -11 -12 17 -14 -15 -16 16 -18 27 19 20 22 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=0.00086055752924213923 -0.0013645734491165445 0.0009349691693442409 -0.0011460493902243827 0.00066356268713194913 0.00035205859964814118 0.00023045193876293445 0.0013770477922486679 0.0014384555202997698 -0.00090507149504029621 -0.0013859758586368079 -0.00097053219176201292 -0.00018054655221395858 -0.0014100181577063804 -0.0014839800526632281 -0.0008875357791313243 -0.0014245508497004985 -0.0013787585716586641 -0.00029601408797186822 0.001705062936537058 0.00036355095949398402 -0.00083052009902959698 -0.0010508496487178843 0.0013383705191878927 -0.0013686666426307344 -0.00061879844264976693 0.00049645321845716555 0.0010400240957802174 0.0010551793367098107 -0.001245152287553504 0.0014329072434088436
leaf_weight=0.14675494749099005 0.45812915096757834 1.9120316904736676 0.86503332573920466 2.302115899801723 0.70236157788895071 0.67069260869174729 0.46473345486447293 0.4213247919688009 1.1022043914999811 0.49703894095728163 0.70553084928542364 1.8383858667220914 0.60379744530655444 0.1511921603232621 0.372419292340055 0.33352793077938248 0.460685891623143 0.39662001887336051 0.16381244361400549 0.50349622289650131 0.32698707707459096 2.3511461019516 0.36971363890916109 1.8152112734969694 0.83441059256438099 2.2170770093798637 0.54858454829081882 2.1644061777042261 0.67774924403056536 0.31094219442456961
leaf_count=4 119 278 64 104 18 32 62 25 43 64 16 86 58 3 62 12 77 14 1 14 82 690 17 629 190 78 18 125 125 11
internal_value=0 0.000127465 -0.000312779 0.000106783 -0.000474736 0.000187025 6.19414e-05 -6.35694e-06 -7.77439e-05 4.50678e-05 0.000147736 0.000274529 -0.000546731 0.00075771 0.000447578 -0.000482094 -0.000191194 0.000486067 -0.000729811 -0.000480491 -0.000581304 -0.00080138 0.000320431 -0.00120192 -6.61073e-05 4.60359e-05 9.99706e-05 0.000845923 -0.000501717 -6.17981e-05
internal_weight=0 11.9347 14.7534 4.24193 1.56739 11.4765 9.41332 8.94859 8.52726 7.42506 6.92802 6.22249 1.27449 2.06322 2.67454 10.5115 4.83439 4.948 5.67712 3.71516 3.55134 2.85464 0.696701 1.96197 4.37371 4.04018 2.38697 2.56103 1.8231 1.14535
internal_count=3121 943 2178 248 82 824 543 481 456 413 349 333 90 281 166 1930 493 243 1437 804 803 704 99 633 416 404 104 139 326 201
is_linear=0
shrinkage=0.0013531


Tree=382
num_leaves=31
num_cat=0
split_feature=4 12 151 3 15 151 15 1456 38 2 4 50 47 2 4 2 1375 376 3 160 403 2 52 41 16 43 15 48 1 402
split_gain=1.33231 1.03511 0.836318 0.693593 0.682727 0.639975 0.551007 0.48994 0.428389 0.395818 0.407152 0.384139 0.413397 0.351179 0.524096 0.464431 0.401929 0.368947 0.350547 0.437837 0.518705 0.504125 0.40617 0.457984 0.373847 0.34813 0.334982 0.340364 0.328698 0.32207
threshold=0.27287000000000006 0.051320000000000005 -0.27559499999999998 0.097915000000000016 0.15614500000000003 -0.086769999999999986 0.035560000000000008 -1.0000000180025095e-35 0.091770000000000004 0.10774000000000002 0.033845000000000007 0.11875500000000001 0.12794000000000003 0.083215000000000011 -1.0000000180025095e-35 0.089125000000000024 -1.0000000180025095e-35 0.049360000000000008 -0.097604999999999983 -1.0000000180025095e-35 -1.0000000180025095e-35 0.092875000000000013 -0.15275999999999998 0.078475000000000017 -0.16927999999999996 0.08845500000000002 -0.11033999999999998 0.083685000000000009 0.088340000000000016 -0.50169499999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 -2 4 18 28 7 -7 9 13 -11 12 -4 14 -9 -15 -17 -18 22 -20 -21 24 -3 25 -22 26 -24 -28 -1 -26
right_child=2 3 11 -5 -6 6 -8 8 -10 10 -12 -13 -14 15 -16 16 17 -19 19 20 21 -23 23 -25 29 -27 27 -29 -30 -31
leaf_value=-0.00028718038031654377 -0.0010606925320201779 -0.0011656464586293378 0.00084307145691478002 0.00035076637833422416 0.00040204586687852482 -0.001194939876044811 -0.00077270112175036032 0.0012273719647245547 -0.00081550381208591531 0.00080633472849918374 -0.00015730990667427156 -0.00038678266990116629 -0.00059502524287145548 -0.0011880361123776601 -4.9888649262310907e-06 0.00067672148876867595 -0.00056585144543614253 0.00045563766656102963 -0.0011620159100022961 -0.0011589668207184047 0.00043417747597973658 -0.0011265475262485494 -0.0012537135903500822 -0.0011709303685124722 0.0013678123954189822 -0.00088264242986038144 6.1257989759688189e-05 0.0010610320656918076 0.00097498785997803873 -0.00045661336951185333
leaf_weight=0.34766787476837535 0.4379533827304839 0.5921437800861894 3.4606521471869196 1.4499441692605604 1.0653888722881664 0.41651763999834202 1.2928932232316572 0.63513777486514333 0.65665552881546396 1.9010734488256278 0.83765989658422757 0.45574490167200554 0.28707470092922438 0.57377703534439239 1.6376338826958123 0.74601940438150993 1.7467555515468163 0.64097908604890097 1.9816594719886742 1.4699717008625111 0.90525645576416991 1.0127353138523174 0.1978279330069207 0.4909453511936589 0.13309143483638353 0.47493058652617026 1.8600249264854918 0.59636543295346189 1.2848146028118206 3.5785906583187339
leaf_count=10 15 105 312 30 29 29 62 40 34 95 31 15 10 32 42 11 85 19 586 528 18 219 11 51 1 16 142 16 68 459
internal_value=0 -0.000211556 0.00045373 -0.000408308 -0.000484958 3.30201e-05 -6.61157e-05 2.71768e-05 8.14696e-05 0.000149023 0.000511598 0.000611515 0.000732914 -1.70209e-05 0.000339401 -0.000235513 -6.11096e-05 -0.000291636 -0.000556045 -0.000683405 -0.000549815 -0.000390758 -0.000281466 -0.00013684 -0.000229361 2.54033e-05 0.000187884 0.000303984 0.000706185 -0.000391194
internal_weight=0 28.5265 4.64143 15.8089 14.3589 12.7176 11.0851 9.79221 9.37569 8.71904 2.73873 4.20347 3.74773 5.9803 2.27277 3.70753 3.13375 2.38773 13.2935 9.08131 7.09965 5.62967 4.21224 3.62009 4.61694 3.12915 2.65422 2.45639 1.63248 3.71168
internal_count=3121 2769 352 2211 2181 558 480 418 389 355 126 337 322 229 82 147 115 104 2152 1811 1225 697 341 236 478 185 169 158 78 460
is_linear=0
shrinkage=0.00115159


Tree=383
num_leaves=31
num_cat=0
split_feature=31 39 42 42 10 2 123 1447 1 47 48 51 457 15 9 4 0 474 42 16 0 4 4 52 3 1375 13 1 147 38
split_gain=0.172304 0.167813 0.181897 0.207889 0.184972 0.247152 0.190009 0.217751 0.180938 0.170493 0.170116 0.34108 0.241257 0.181096 0.167491 0.165574 0.217547 0.300964 0.281742 0.215555 0.213483 0.19772 0.161716 0.268585 0.186632 0.159411 0.190959 0.334051 0.175213 0.174711
threshold=-1.0000000180025095e-35 0.16946000000000003 -0.11466499999999999 -0.106335 0.058500000000000003 0.089775000000000008 0.087590000000000015 -1.0000000180025095e-35 0.13075500000000004 0.10813000000000002 0.12649500000000002 0.13705500000000001 0.088350000000000026 0.10017500000000001 0.091600000000000015 -0.083854999999999985 -0.10607499999999999 0.084660000000000027 0.084755000000000011 -0.088159999999999988 -0.08824499999999999 -0.077834999999999988 -0.49405499999999997 0.10473500000000001 -0.097604999999999983 -0.012484999999999998 -0.081829999999999986 0.10439500000000002 0.08289500000000001 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 5 8 7 -7 9 14 12 -12 13 22 15 -5 17 18 -17 20 -18 -22 23 -9 -24 -26 29 28 -28 -27
right_child=1 -3 3 4 -6 6 -8 10 -10 -11 11 -13 -14 -15 -16 16 19 -19 -20 -21 21 -23 24 -25 25 26 27 -29 -30 -31
leaf_value=0.0039448242979059295 -0.0023573665267338302 0.0039847718537227789 0.003406414208223481 0.00033285175351149327 0.0033295185979431183 -0.0039181614857022691 0.0030206524629685706 -0.0038154563738680434 0.0017687385862036166 -0.0038741710625393453 -0.0040571428009937068 0.0011247831659988469 0.0023289393843193779 -0.0023074287063286889 0.0022073033576081261 -0.0025728479409104069 -0.0039038564575590131 0.0035510923907079678 0.0026019713161618279 -0.0036775492515011251 -0.0038808274872289576 0.0031514725630874887 0.0021470466422704245 0.0014228445566445238 0.0036346329099639597 0.0016798373092644005 -0.0029214486566996258 0.0012030732821410163 0.0038773825701298183 -0.0030617525421574063
leaf_weight=0.15269738162169133 0.58140308030124188 0.14245429998845871 0.24307214649161046 0.80454367570927843 0.21686372385011132 0.20311378510814382 0.33477135552675452 0.3423547512502404 0.32584099131054234 0.33571728732204054 0.39525315677747119 0.36783352913334966 0.82116668659728009 0.44131633556389704 0.23023617104627181 0.69849961547879058 0.18182342241925653 0.23094515688717365 0.20387369018862955 1.0018090162120767 0.080426117710885592 0.23578201976487889 0.88846314704278473 0.25705687160370871 0.18032923963619474 0.96420256005512872 0.86666891924687617 0.61637622187845409 0.060847887158161029 0.13258864433737472
leaf_count=86 168 21 20 304 52 92 105 84 28 73 34 21 87 142 16 68 104 12 20 692 99 27 126 7 23 199 339 56 6 10
internal_value=0 -0.000194526 -0.000243153 -0.000137748 -0.000213194 -0.000281779 0.000174829 2.91019e-05 -0.00100657 -0.00123244 0.00015567 -0.00155928 0.00039056 5.54726e-05 -0.000990647 -0.00120483 -0.00167465 -0.000394022 -0.0014037 -0.00264233 -0.000559948 0.00136284 0.000297481 -0.00156902 0.000599087 0.000111566 -0.000129021 -0.00100684 -0.00247542 0.00110664
internal_weight=0 12.3856 12.2432 11.6618 11.4187 11.2018 6.87234 6.53757 4.3295 4.00366 6.33446 0.763087 5.57137 4.7502 3.66794 3.4377 2.63316 1.13332 0.902373 1.49984 0.498032 0.316208 4.30889 0.599412 3.70948 2.82101 2.64068 1.54389 0.927517 1.09679
internal_count=3121 3035 3014 2846 2826 2774 1331 1226 1443 1415 1134 55 1079 992 1342 1326 1022 100 88 922 230 126 850 91 759 633 610 401 345 209
is_linear=0
shrinkage=0.00387293


Tree=384
num_leaves=31
num_cat=0
split_feature=14 3 124 38 1456 3 1213 39 13 43 0 15 14 13 42 160 394 124 0 47 15 15 1 9 1456 48 132 42 48 48
split_gain=0.169305 0.214246 0.24089 0.222873 0.195972 0.190842 0.222187 0.174296 0.247248 0.180908 0.184693 0.219087 0.184226 0.179615 0.195067 0.218694 0.190861 0.169386 0.166225 0.251329 0.193994 0.217851 0.150667 0.148884 0.148117 0.145491 0.145284 0.222167 0.13396 0.219582
threshold=0.076175000000000007 0.30112000000000005 -0.043384999999999993 0.095410000000000009 0.075120000000000006 -0.10519499999999998 -1.0000000180025095e-35 0.16946000000000003 0.18141000000000002 -0.17390999999999998 -0.10011499999999998 -0.015744999999999999 -0.073394999999999974 -0.42195999999999995 0.083995000000000014 -1.0000000180025095e-35 -0.50204999999999989 -0.24044499999999999 -0.082009999999999986 0.13082500000000002 0.083935000000000023 -0.09551999999999998 0.085110000000000005 -1.0000000180025095e-35 0.061930000000000006 0.11951500000000001 0.079970000000000013 -0.11051499999999999 0.092475000000000016 0.086260000000000017
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 26 -7 8 9 -8 11 22 -12 -14 16 -16 -15 -3 20 -20 21 -17 -11 -18 -25 28 27 -4 29 -24
right_child=-2 17 4 -5 -6 6 7 -9 -10 10 12 -13 13 14 15 18 23 -19 19 -21 -22 -23 25 24 -26 -27 -28 -29 -30 -31
leaf_value=0.0023736994933231952 -0.0026295051321332586 -0.0035611148362356339 -0.0038409435189472891 -0.0037326391200783724 -0.0037099930887879149 -0.0036975647652030159 0.0028594562802109714 0.0037785535731423734 -0.0037278552918467303 -0.0030644708904247592 0.0029070887862896479 0.0016335800234319145 0.00099921832526423597 0.0033829569739868347 -0.0036725052995958511 0.0022649777529155407 0.0037782474203650997 0.0037105834722137498 -0.0035114239639987342 0.0022651538529238268 0.0026488165037355624 -0.0036689470196527027 0.0005399607047158996 -0.0036835477548595899 0.0038326018173179227 -0.0022840365259662473 0.0026223210605683593 0.00064352536351453395 0.0023288697890954126 -0.0026644583398459207
leaf_weight=0.76949593206517874 0.35743868394638489 0.050421137362718582 0.16406461101723846 0.090757432117243297 0.22394325033383289 0.28466461435890966 0.23535791609901568 0.13440075531252649 0.30099393459386181 0.26103944596252482 0.15102627698797055 0.97911176632623664 0.4132795160403443 0.064578299643471726 0.2843869723583311 0.1488497757964069 0.040633531578350701 0.31734721525572318 0.3404686125868529 0.14623702957760543 0.4227396649075672 0.19297173119411648 1.31484651673236 0.99309809321133025 0.036935236304998398 0.35774717200547446 0.4335652187000959 1.7560423548711652 0.35290211351821188 0.3727946719736791
leaf_count=207 101 2 31 24 231 435 25 23 32 69 24 52 16 7 303 25 3 128 255 10 46 95 87 553 1 19 52 226 20 19
internal_value=0 -5.44437e-05 -0.000144798 0.00172948 -0.000299732 -0.000224732 -0.000501366 -0.000380767 -0.000456208 -0.000317687 -0.000426474 0.000143175 -0.00106713 -0.00126173 -0.00161158 -0.000755245 -0.00276995 0.00271363 -9.22122e-05 -0.00177578 0.000979514 -0.00108496 -0.000405562 -0.00314107 -0.00341403 -0.000116156 0.000695442 0.000260347 0.000263916 -0.000167885
internal_weight=0 11.6347 11.2669 0.860253 10.4067 10.1827 7.82906 7.5444 7.41 7.109 6.87365 3.63844 3.2352 3.08418 2.6709 1.53565 1.13525 0.367768 1.25127 0.486706 0.764561 0.341822 2.65933 1.07067 1.03003 2.39829 2.35367 1.92011 2.04054 1.68764
internal_count=3121 3020 2890 231 2659 2428 2119 1684 1661 1629 1604 266 1338 1314 1298 734 564 130 431 265 166 120 214 557 554 145 309 257 126 106
is_linear=0
shrinkage=0.00368539


Tree=385
num_leaves=31
num_cat=0
split_feature=1 12 15 3 0 49 147 13 16 43 13 394 52 40 2 160 15 1212 130 3 13 43 3 3 47 51 52 1 1429 47
split_gain=0.963619 0.575673 0.672494 0.502299 0.468107 0.462083 0.381719 0.375453 0.373502 0.406666 0.645242 0.401893 0.344043 0.333602 0.330234 0.307812 0.515106 0.346447 0.366503 0.331153 0.298023 0.362566 0.413492 0.740814 0.301502 0.450202 0.290184 0.397664 0.47046 0.396364
threshold=0.10752500000000002 0.084100000000000022 0.084050000000000014 0.10732000000000001 -0.014954999999999998 -0.14917999999999998 0.087350000000000025 -0.085744999999999988 -0.51370499999999997 -0.17390999999999998 0.19762500000000002 -0.50204999999999989 0.19022000000000003 0.051255000000000002 0.14753000000000002 0.032695000000000009 -0.094549999999999981 -0.50120999999999993 -0.44390499999999994 -0.116045 0.25761500000000009 -0.074359999999999996 -0.074479999999999977 -0.10519499999999998 0.097480000000000011 0.123935 0.077655000000000016 0.094385000000000011 0.085435000000000011 0.093140000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 6 5 7 -3 12 -2 -7 10 -10 -11 26 14 20 17 -17 -13 -19 -20 21 22 23 -9 25 -23 27 28 -1 -29
right_child=4 3 -4 -5 -6 8 -8 13 9 11 -12 15 -14 -15 -16 16 -18 18 19 -21 -22 24 -24 -25 -26 -27 -28 29 -30 -31
leaf_value=-0.00043093218328318033 0.00062865644421884043 0.00047011854232356767 -0.0014134305334266323 0.00036753079968002096 0.0012564160893054328 0.00026035474981848244 0.0012717562981100963 0.0016800584150501437 0.00070189965912531159 0.0011759115684503835 -0.0014184735604275006 0.00059997334145474735 -0.0012491377685611088 0.0012166399046185888 0.00097426937885226601 0.00078843983434598135 -0.0010622631944854763 0.0010034262535245945 -0.00056759184232001885 -0.0014064598032708679 -0.0012832186650899293 0.00036899605895244824 0.0014918798608402554 -0.0014470987838146588 -0.0010333737629023405 -0.00098687031420663959 0.00056631948333877896 0.00088094157288267467 0.0012364603142745231 -0.0005818766627084021
leaf_weight=4.370362825167831 2.1809362269705161 0.68727290572132993 0.66308307839790437 1.0855754204094399 0.80240426829550227 0.70462048100307484 0.45876732026226896 0.24119201907888055 0.78338895144406595 0.17273092083632935 0.42893782979808748 0.22193187673110504 0.42449400806799609 0.37262438097968686 0.46281132276635606 0.47876738413469866 0.73844813153846167 0.14586659893393594 1.1531279159244121 4.2904187830281435 0.48879040963947762 1.3962389273801825 0.49378581822384127 0.37190095824189484 0.94893975439481426 0.7152468767017125 1.5908650155761277 1.2646025045542044 0.35322867473587383 0.49886239145416755
leaf_count=268 181 27 110 19 117 23 38 4 51 9 67 24 35 16 42 30 163 3 109 1368 9 62 46 45 54 14 61 87 20 19
internal_value=0 -0.0003106 -6.29562e-05 -0.000529439 0.000246457 -0.000628743 3.69722e-05 0.000140833 -0.000711568 -0.000792964 -4.83174e-05 -0.000918324 -2.96534e-05 -5.29038e-05 -0.000145319 -0.000969791 -0.000334326 -0.00110289 -0.00117051 -0.00122876 -0.000256605 -0.000136191 0.000545415 -0.000216869 -0.000382711 -9.02915e-05 3.44303e-05 -9.60084e-05 -0.000306245 0.000467128
internal_weight=0 20.5154 9.62427 10.8911 8.47487 9.80551 8.96118 7.67247 9.11824 8.41362 1.21233 7.20129 8.50242 5.49153 5.11891 7.02856 1.21722 5.81135 5.58941 5.44355 4.65609 4.1673 1.10688 0.613093 3.06043 2.11149 8.07792 6.48706 4.72359 1.76346
internal_count=3121 2531 638 1893 590 1874 528 473 1847 1824 118 1706 490 292 276 1697 193 1504 1480 1477 234 225 95 49 130 76 455 394 288 106
is_linear=0
shrinkage=0.00138972


Tree=386
num_leaves=31
num_cat=0
split_feature=1 12 52 42 42 0 4 0 52 151 133 52 0 2 483 52 160 43 455 49 12 0 4 3 11 13 15 47 0 14
split_gain=0.792063 0.60687 0.472358 0.411403 0.471767 0.461258 0.464538 0.418674 0.405351 0.379837 0.38403 0.378253 0.37766 0.408595 0.3338 0.330573 0.326453 0.318336 0.328666 0.3103 0.305391 0.368429 0.295573 0.453343 0.496642 0.293382 0.396031 0.499141 0.467377 0.403033
threshold=0.10060500000000001 -0.064509999999999984 0.19022000000000003 -1.0000000180025095e-35 0.092145000000000019 0.18019500000000002 -0.49405499999999997 -0.060129999999999996 -0.43320999999999993 -0.40381499999999992 -0.25159999999999993 -0.087769999999999987 -0.077809999999999976 0.097070000000000004 0.095980000000000024 -0.081429999999999989 -0.26568499999999995 -0.50216499999999986 0.091990000000000016 -0.49452999999999997 0.089885000000000007 -0.077639999999999987 -0.083854999999999985 -0.081054999999999974 0.080320000000000016 -0.082759999999999986 0.035560000000000008 0.096475000000000019 -0.10836499999999999 -0.46885499999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 12 5 6 -5 11 -3 -10 -11 19 -1 20 16 -13 -12 -6 -19 -8 -14 -22 -17 24 -24 -18 27 29 -29 -27
right_child=1 8 -4 4 17 -7 7 -9 9 10 14 15 13 -15 -16 22 25 18 -20 -21 21 -23 23 -25 -26 26 -28 28 -30 -31
leaf_value=-0.0014903025230120041 0.0013189241180066921 -0.0018596942631052837 -0.0016149371631896667 -0.0018754415206014617 0.0011024203027276227 0.0019674881180399705 0.0019457518671356061 0.00082897018055329687 -0.001757137580570842 -0.0017468795416290474 -0.0014864574126866501 0.0012343775067486748 0.0018125644505099555 -0.0015821597153709384 -0.0013952310692855595 0.0012853417236215491 0.0012738231314649636 -0.0014633086161364849 0.0018917057749760148 -0.001496342954986599 0.0020549533541455388 -0.0018729508574678404 -0.0018148435041263318 3.1318399647394958e-05 0.0016851287295399702 -0.00075389512218533117 -0.00079065669910176437 -0.001593695138280748 0.00047201188340850189 0.0013853355551152748
leaf_weight=1.7346086701145398 1.5510554796783242 0.35734412632882495 1.0353914060397063 0.46459746570325933 0.21873111941386003 0.38990970049053508 0.097810253500938416 1.7232966966694307 0.33956211945041914 0.31715866818558325 0.29155553947202761 0.65407031920039482 0.38947348092915379 0.42479107982944697 0.36266479035839427 0.44018117105587773 1.3420643643476058 1.621405693644191 0.10568368015810836 0.98717628931626211 0.12284884077962488 0.23901436757296324 0.9630246771266624 3.5045007283624883 0.16076027043163776 0.34926538122817774 0.91828644671477366 0.56465930677950371 1.0917951902374623 2.0900343945249955
leaf_count=541 252 96 280 68 10 13 2 61 17 22 21 29 18 97 36 49 105 355 6 197 3 57 325 219 5 12 31 19 42 133
internal_value=0 0.000263396 -0.000412802 -0.000325406 -0.000166616 4.64662e-06 -8.04335e-05 1.73246e-05 5.93698e-05 0.000148813 0.000237137 -0.00018814 -0.000943557 -0.000137192 0.000326897 1.06088e-06 0.000420848 -0.000992672 -0.00125801 -0.00118604 0.000679765 -0.000539468 -0.000158095 -0.000295375 -0.00131416 0.000508336 0.000303445 0.000548748 -0.000232155 0.00107903
internal_weight=0 9.57545 15.2773 14.2419 11.3311 9.38533 8.99542 8.53082 8.02439 7.66705 7.32748 6.80752 2.91074 1.17613 7.01033 5.72254 6.64766 1.94582 1.72709 1.08499 0.751337 0.361863 5.06847 4.62829 1.12378 6.35611 5.01404 4.09575 1.65645 2.4393
internal_count=3121 786 2335 2055 1339 968 955 887 534 438 421 826 716 175 399 627 363 371 361 199 78 60 598 549 330 342 237 206 61 145
is_linear=0
shrinkage=0.00184336


Tree=387
num_leaves=31
num_cat=0
split_feature=1456 1425 4 133 401 1374 480 1 157 128 454 122 151 11 1 0 3 15 12 48 2 15 403 1374 2 130 4 49 0 16
split_gain=0.16103 0.162287 0.220174 0.193484 0.173427 0.1791 0.175582 0.17732 0.243836 0.221494 0.19583 0.166813 0.174881 0.165435 0.175136 0.198634 0.239358 0.233027 0.219156 0.206084 0.188061 0.185721 0.208717 0.203346 0.245852 0.182289 0.166852 0.152015 0.143834 0.216233
threshold=-1.0000000180025095e-35 1.0000000180025095e-35 0.50996500000000011 -0.25159999999999993 0.10076500000000001 0.10637000000000001 0.08598500000000002 0.10752500000000002 -0.084489999999999996 0.086435000000000012 -1.0000000180025095e-35 0.09197000000000001 -0.40381499999999992 0.081790000000000015 1.0000000180025095e-35 -0.059114999999999994 -0.084074999999999997 0.083935000000000023 0.095175000000000023 0.08975000000000001 0.081685000000000021 0.035560000000000008 0.03138500000000001 -0.094929999999999987 1.0000000180025095e-35 0.15486500000000003 -0.51843499999999987 -0.24768999999999997 -0.10224499999999999 -0.056919999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 6 7 8 -5 10 -10 12 -9 14 15 16 25 19 -19 20 -18 23 -23 -16 28 -12 -17 -14 -25 -30
right_child=1 -3 -4 4 -6 -7 -8 11 9 -11 13 -13 27 -15 21 26 17 18 -20 -21 -22 22 -24 24 -26 -27 -28 -29 29 -31
leaf_value=-0.002144763060972867 -0.0022824792916104749 -0.0034100568071792569 0.0025588882526972915 -0.0032448867699793769 -0.0030648312914899126 -0.0029533319835654348 -0.0026672875827361349 -0.0028907917032341313 -0.0029471605445005778 -0.0032897941810800307 -0.0032491476007824038 -0.0021698168889856249 -0.001459218352978859 -0.0022030891992479841 -0.001123705604856953 -0.0011496304204130282 0.0033966037946544865 0.002045164746236827 -0.0033389502410016052 0.0017319143081738727 -0.0032629216331750205 -0.0024572646944842477 0.0022107504251663843 -0.002395555685857666 0.0023122039120067159 0.0023184728900885621 0.0013614191815044525 0.0014861792738959172 0.0030119969696206128 -0.00092437193183137563
leaf_weight=0.3926484666444584 0.3996233155630734 0.14698471537849478 0.33732762675208583 0.24496788105897049 0.18812455408624451 0.2013261883985259 0.2301840253130657 0.11036513512954194 0.20902055781333384 0.20321245215018269 0.51658526070240607 0.17530153447296459 0.19742514053359705 0.28015412139939133 0.33721322356723327 0.37079165712930251 0.049139481037855148 0.54492213715275284 0.091593667486449704 0.15389360278641107 0.41907666413317202 0.31877700239419926 0.14432847496937029 0.18550882302224636 1.5072860774816943 0.069160081446170807 1.0565106747090136 2.2884949043800584 0.26471271639456972 0.3193727840407522
leaf_count=288 176 75 146 136 159 28 190 13 52 107 353 10 10 58 21 12 1 155 49 41 170 161 13 11 144 2 90 328 30 92
internal_value=0 -4.75747e-05 -4.27562e-06 -8.23311e-05 1.35406e-08 5.49811e-05 0.000113851 0.0001775 -8.62377e-05 2.36528e-05 0.000122121 0.000870841 0.00107615 0.000218899 0.000325773 -0.000192985 -0.00089107 -9.95908e-05 0.0012704 -0.0015013 -0.002564 0.000877316 -0.00100246 0.00121033 0.00155601 -0.00259177 0.000709086 0.00125226 7.49719e-05 0.000859625
internal_weight=0 11.5614 11.4144 11.0771 10.6774 10.4893 10.288 10.0578 7.28623 7.04126 6.83805 2.77159 2.59629 6.62903 6.34887 3.27167 1.84437 1.25863 0.636516 0.62211 0.468216 3.0772 0.463105 2.61409 2.27688 0.585745 1.4273 2.48592 0.769594 0.584086
internal_count=3121 2833 2758 2612 2436 2277 2249 2059 1698 1562 1455 361 351 1403 1345 873 771 416 204 212 171 472 174 298 277 355 102 338 133 122
is_linear=0
shrinkage=0.00322057


Tree=388
num_leaves=31
num_cat=0
split_feature=52 147 1213 475 1 13 147 475 376 4 43 3 11 2 160 15 0 4 9 1212 9 1374 133 0 4 474 1 3 2 3
split_gain=0.154906 0.161746 0.158416 0.20951 0.161536 0.171194 0.163288 0.150231 0.148855 0.160286 0.271066 0.264198 0.173383 0.151039 0.196724 0.204079 0.321918 0.162892 0.199687 0.207724 0.184999 0.158082 0.148342 0.141838 0.137254 0.130649 0.139291 0.300907 0.179095 0.16517
threshold=0.19022000000000003 1.0000000180025095e-35 -1.0000000180025095e-35 -0.086004999999999984 0.13146500000000003 -0.041739999999999992 -1.0000000180025095e-35 -0.08663499999999999 0.048375000000000008 -0.49405499999999997 -0.45785999999999999 -0.20241999999999996 0.087830000000000005 0.088225000000000012 0.083670000000000008 -0.11713499999999999 -0.10607499999999999 -0.083854999999999985 0.091600000000000015 -0.47386499999999993 -0.036024999999999995 0.10637000000000001 -0.030254999999999994 -0.084044999999999995 -0.52556499999999995 -1.0000000180025095e-35 0.10293500000000001 0.12178000000000001 0.092875000000000013 0.092670000000000016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 22 3 -1 6 -6 -4 -8 9 10 -9 -11 13 14 15 -13 -17 23 19 -19 -21 25 -2 -18 -10 -15 28 -28 -27 -30
right_child=1 -3 4 -5 5 -7 7 8 24 11 -12 12 -14 21 -16 16 17 18 -20 20 -22 -23 -24 -25 -26 26 27 -29 29 -31
leaf_value=0.0029899793930409715 0.0015303804735103993 0.0022649638906937909 -0.0030077650448334346 -0.0026414992105792518 0.0027551237920070007 0.00019273720756222601 -0.0022165384785313483 0.0019512034665231863 -0.0021708150250457935 0.0023738449220063783 -0.0030199260050669209 -0.0028192608880450482 -0.0022275435097377982 -0.0031919282304594906 -0.0028014912918087045 0.0016109629531989218 -0.0029503242115223919 0.0031497860358935931 0.0015054638855392642 0.0030404670444505138 -0.0027934662158848765 -0.0025919098226445136 -0.0021778742897307032 0.0015523589110625405 0.0021041072290949921 0.00098463284657799525 0.0026140519837144216 -0.00039082322507096316 -0.0012376547356898432 0.00076502992638244447
leaf_weight=0.067756384611129761 0.10720294521888718 0.10014415718615055 0.15786822131485045 0.36070376804854909 0.38046346804185305 0.55140647751977745 0.25499825383303054 0.12979770824313164 0.074811804428463802 0.40834775948314295 0.35035234416135885 0.23722722589445844 0.30394190896186035 0.081669733903246278 0.28784372151130799 0.74880837817909274 0.07314297542325221 0.062599226832390831 0.16872717312071472 0.050187056913274297 0.72379884295516395 0.14906606421573076 0.71025092199124706 0.3468810244958157 0.48692677459621414 1.3615248545538716 0.71471489034593083 0.48166586499428377 0.94472822151874403 0.57019059563754126
leaf_count=4 38 5 20 479 128 89 128 4 11 68 83 69 38 12 79 50 76 1 10 8 425 18 307 76 108 262 109 55 329 32
internal_value=0 -0.00125976 -9.34057e-07 -0.00175094 7.3292e-05 0.00123891 -4.5162e-05 6.73581e-06 7.14765e-05 -2.8825e-05 -0.00167609 7.36934e-05 -5.48543e-05 3.9447e-05 -0.000505456 -0.00023138 5.09912e-05 -0.000768549 -0.00141063 -0.00199877 -0.00241518 0.000381213 -0.00169156 0.000768262 0.00153478 0.000487891 0.00056168 0.00140428 0.000211222 -0.000483877
internal_weight=0 0.917598 10.5302 0.42846 10.1017 0.93187 9.16982 9.01195 8.75695 8.19522 0.48015 7.71507 7.30672 7.00278 2.69922 2.41137 2.17414 1.42534 1.00531 0.836585 0.773986 4.30356 0.817454 0.420024 0.561739 4.15449 4.07282 1.19638 2.87644 1.51492
internal_count=3121 350 2771 483 2288 217 2071 2051 1923 1804 87 1717 1649 1611 794 715 646 596 444 434 433 817 345 152 119 799 787 164 623 361
is_linear=0
shrinkage=0.00293843


Tree=389
num_leaves=31
num_cat=0
split_feature=4 403 151 11 52 1213 484 52 133 52 3 42 43 130 1 0 43 13 52 0 484 15 43 160 0 453 43 48 4 49
split_gain=1.09294 0.761072 0.733363 0.652686 0.738178 0.631187 0.640794 0.617172 0.618896 0.525902 0.470869 0.411406 0.453458 0.561647 0.500735 0.613825 0.466949 0.486286 0.456029 0.495528 0.364171 0.360159 0.487257 0.437869 0.363355 0.346697 0.320587 0.301038 0.287869 0.278688
threshold=0.27287000000000006 -1.0000000180025095e-35 -0.27559499999999998 0.081790000000000015 0.19022000000000003 -1.0000000180025095e-35 -0.0068949999999999992 -0.43320999999999993 -0.25159999999999993 -0.04127999999999999 0.10299500000000002 -0.11466499999999999 -0.04890499999999999 -0.23647499999999996 0.099195000000000019 -0.077999999999999986 -0.0037449999999999996 -0.092879999999999976 0.083680000000000018 -0.11013499999999998 -1.0000000180025095e-35 0.035560000000000008 0.016310000000000002 0.086870000000000017 -0.14226499999999997 1.0000000180025095e-35 0.0034250000000000005 0.096390000000000017 -0.5956499999999999 0.18307500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 9 -2 4 5 -3 10 27 -9 26 -7 -10 13 -13 15 18 -14 -18 19 -15 -4 23 -23 24 -19 -22 -1 -8 -6 -30
right_child=2 3 20 -5 28 6 7 8 11 -11 -12 12 16 14 -16 -17 17 21 -20 -21 25 22 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=-0.00060647631989676175 -0.0010234977678994827 -0.0011280111292761321 -0.00048220995099738727 -0.00092504240018053828 0.0012469980217911015 -0.0010771764642997781 -0.0011431049417223043 -0.00090503357421853131 -0.00056951734826158782 -0.0011268159075237068 0.00020631519402913008 -0.00098831951909475533 -0.00072325638490420337 0.00069990369464140612 0.0010982651221507138 0.00080363607714294702 0.00058114577963115654 0.00080813123970613029 0.00063762979195074101 -0.0010139205434951744 0.00078569158706630728 -0.0010599946439967859 0.00029255991958523675 -0.00037615041739462918 1.6049141510415211e-05 -0.00072054613944184476 0.00076844643436004077 0.00035460045055813052 -0.00088893041972901968 0.00072173191630729304
leaf_weight=0.53339199983747709 0.38972350955009449 0.59550139552449621 0.3612503977492455 1.1639110281830642 0.092134371399879789 1.0433898121118712 0.70026498124936409 0.65705582447118516 0.81463751354023273 1.6592067255987846 0.54472742741927493 0.299386980943395 0.7995856492780139 0.28618782851846314 1.6428387106861917 1.8146092902170399 2.5219879974611095 1.3922809734940516 0.61798105994239438 0.80653819080907874 3.2860944694839413 0.81542169465683378 0.56424948782660067 1.3473537513054905 1.5133057580095834 0.20316307386383403 0.35276049579260871 0.22108560556080192 1.9005926858517335 0.14474870450794686
leaf_count=65 15 192 18 122 1 329 157 105 44 651 20 13 44 13 124 63 93 30 24 180 311 42 23 31 66 8 19 14 299 5
internal_value=0 -0.00017544 0.000439219 -0.000109275 -6.4352e-05 5.78983e-06 4.24786e-05 0.000106648 0.000158263 -0.000755113 -0.000636936 0.000204117 0.000247817 0.000501734 0.000588051 0.000350285 9.27719e-05 0.000172786 -0.0001306 -0.000565065 0.000587265 -1.00558e-05 -0.000506835 0.000151101 0.000395594 0.00069799 -5.91457e-05 -0.000783718 -0.00068779 -0.000774944
internal_weight=0 24.8451 4.24023 22.2998 21.1359 18.9984 18.4029 16.8148 15.8934 2.54536 1.58812 15.2364 14.4217 5.46754 5.16816 3.52532 8.95419 8.1546 1.71071 1.09273 3.85051 5.63261 1.37967 4.25294 2.90559 3.48926 0.886152 0.921351 2.13748 2.04534
internal_count=3121 2769 352 2034 1912 1607 1415 1066 895 735 349 790 746 417 404 280 329 285 217 193 337 192 65 127 96 319 84 171 305 304
is_linear=0
shrinkage=0.00111896


Tree=390
num_leaves=31
num_cat=0
split_feature=1 0 52 1 1446 12 14 1374 2 48 133 151 16 4 403 2 4 4 48 47 13 4 16 12 15 42 393 2 2 474
split_gain=0.715121 0.53907 0.451152 0.43479 0.400925 0.451422 0.367407 0.402799 0.486943 0.373334 0.346055 0.371559 0.315686 0.420168 0.341939 0.311235 0.45213 0.364414 0.32672 0.294949 0.293545 0.287357 0.313139 0.261686 0.463005 0.280173 0.340118 0.233044 0.307463 0.268645
threshold=0.094385000000000011 0.024095000000000002 -0.43320999999999993 1.0000000180025095e-35 0.091555000000000011 -0.064509999999999984 0.062655000000000016 -0.094929999999999987 0.073895000000000002 0.086260000000000017 -0.25159999999999993 -0.40381499999999992 -0.056919999999999991 0.053180000000000012 0.03138500000000001 0.11448000000000001 -0.013125 0.033845000000000007 0.13504500000000005 0.090100000000000013 -0.50061499999999992 -0.49405499999999997 0.38525000000000004 0.092355000000000007 0.088235000000000022 0.091295000000000015 0.087760000000000019 0.084055000000000005 0.083995000000000014 0.087035000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 20 5 19 7 -5 12 -10 -7 -12 13 14 -9 16 -13 -18 -17 -4 -1 22 -3 24 27 26 -26 28 29 -22
right_child=2 21 4 6 -6 10 -8 8 9 -11 11 15 -14 -15 -16 18 17 -19 -20 -21 23 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=0.00086886409164983844 -0.0016035962412015955 -0.00088906622234651293 0.0015770390254416604 -0.0016939546375758403 -0.0015565261841049454 -0.0014970459080949571 -0.0016194767724375173 -0.001648613859489287 0.00099539772018635442 -0.00037847774304162769 -0.0014410837715861096 -0.00085241608097941354 -0.0014650712898464811 0.001632711343348968 0.00054144167391234968 0.0012850002652192349 0.0012668513646211634 0.00010106447993618944 -3.3892714285595996e-05 0.00015598499342702664 -0.001610555981103725 0.0008012556484109887 0.00088549075194662959 -0.0015200529133155413 -0.0012792607395210405 0.0010106295374176959 0.0012002453290662584 -0.0012654934759091792 0.0018120501451676662 0.0017391124626760608
leaf_weight=0.25168699212372203 0.33155260980129142 0.73714130959706403 1.094919070485046 0.33510562684386958 0.29090751311741847 0.29928573133656566 0.39603208919288579 0.3960861579980699 1.6615332955843771 0.71774552506394673 0.31619792198762109 0.9967532232985804 0.60164878732757676 0.28414583054836839 0.33217611419968307 1.3959858174202966 0.85611382720526741 3.293731810816098 0.72223511757329095 0.55915171548258502 0.27969770226627932 1.3891518337186415 0.3828815589658916 1.2702171399723736 0.47185775791876927 0.52406219148542732 0.19945508288219571 2.2659614696458448 0.15317161998245865 0.07748277485370636
leaf_count=5 119 65 234 12 29 27 77 150 66 28 19 108 128 11 40 150 37 150 28 42 101 62 7 483 120 49 14 751 8 1
internal_value=0 -0.000343606 0.000222798 -0.000505956 0.000284429 0.000340599 -0.000151859 -1.75785e-05 0.000123097 0.000580947 0.000181903 0.000248185 -0.00055182 -9.09813e-06 -0.000649682 0.00032171 0.000110325 0.000341567 0.000835306 0.00109666 -0.000810479 0.000317529 -0.000282431 -0.000891111 -0.000689964 0.000138365 -0.00054257 -0.00104661 -7.47776e-05 -0.000883916
internal_weight=0 12.7272 10.1568 10.2181 9.82528 9.53437 4.72447 4.32844 3.99334 2.37928 7.8803 7.58102 1.61406 1.01241 0.728262 7.26482 5.1466 4.14985 2.11822 1.65407 5.49359 2.50917 1.12002 5.24191 3.97169 1.19538 0.671313 2.77631 0.510352 0.35718
internal_count=3121 2178 943 2044 824 795 512 435 423 94 519 492 329 201 190 473 295 187 178 276 1532 134 72 1527 1044 183 134 861 110 102
is_linear=0
shrinkage=0.0015919


Tree=391
num_leaves=31
num_cat=0
split_feature=1 0 12 3 39 16 151 124 4 52 2 3 4 15 403 3 15 150 9 132 160 133 42 48 150 457 159 1213 160 2
split_gain=0.912633 0.601804 0.557998 0.432414 0.449449 0.604029 0.414213 0.403135 0.392895 0.609709 0.425362 0.362652 0.32607 0.365225 0.46648 0.363015 0.352567 0.372661 0.394721 0.313175 0.341223 0.334392 0.353899 0.309981 0.306479 0.306295 0.30503 0.282547 0.305457 0.322233
threshold=0.094385000000000011 -0.060129999999999996 -0.064509999999999984 0.31299000000000005 0.15619500000000003 0.064860000000000015 -0.24462999999999999 -0.51664499999999991 -0.49405499999999997 0.10347000000000002 0.12437500000000001 0.090900000000000009 0.40124500000000002 -0.0063699999999999989 -1.0000000180025095e-35 -0.091354999999999978 -0.092919999999999989 0.083250000000000005 0.091600000000000015 0.080640000000000017 -0.079279999999999975 -0.088669999999999985 -0.11051499999999999 0.11951500000000001 -0.15178999999999995 0.082380000000000009 0.092630000000000018 -1.0000000180025095e-35 -0.082869999999999985 -0.013254999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 11 7 4 5 6 -4 -2 9 -3 26 12 13 16 -15 -16 17 18 24 20 -8 -22 -23 -24 -1 -13 -10 -17 -29 -30
right_child=2 8 3 -5 -6 -7 19 -9 10 -11 -12 25 -14 14 15 27 -18 -19 -20 -21 21 22 23 -25 -26 -27 -28 28 29 -31
leaf_value=0.0013585839376106068 -0.0015456586901627012 -0.0013710947323682823 -0.001547824063575404 0.0015256494802464353 0.0015980188599008158 -0.00081165493896566106 -0.00071783447766390679 0.0010997597898385785 0.0010680073950250647 0.00063708021628198423 -0.0010077253866175766 -0.00050671451839124759 0.0015556955764544781 -0.0013323786312157328 -0.0011233763596550247 -0.0015076276897771741 -0.0015266605897392232 0.00020570983056287075 0.00080575181342589463 0.0014377576164359323 -0.0010532733831624551 -0.0012611546833322588 0.0007306363181151822 -0.00030817074062914533 -0.0015404824455180868 0.00087975253500885051 -0.00035466681119390421 -0.0015263069941430258 -0.0015276244400086094 0.00047845302824741964
leaf_weight=0.088026062585413789 0.13973043067380819 0.777682082843967 0.31434708973392567 0.42894704418722618 0.37130539852660227 2.0059235317748971 0.90762833674670851 1.9111687516560767 1.6476901763817329 0.60965462250169367 0.35463482531486068 0.75642254762351402 0.14802967384457666 0.98707870283396637 0.73326155095128376 0.24143397505395192 1.777618349005931 0.78588064713403571 0.22146211378276337 0.4439839880215003 0.38483947975327915 0.26867447583935877 3.2167038875049965 0.81351923570036877 1.295869195659179 0.68753781262785196 0.42944147577509273 0.21729932981543365 0.19559500296600285 2.4242309260298494
leaf_count=2 4 64 17 62 25 195 58 278 84 18 62 33 5 540 104 120 562 21 3 36 29 8 209 22 268 15 20 70 18 169
internal_value=0 -0.000361629 0.000210687 5.19093e-05 -2.05282e-05 -9.24528e-05 0.000134749 0.000919524 0.000149822 -0.000488617 0.000514055 -0.000546603 -0.000657493 -0.000694025 -0.000411233 -0.0001727 -0.00101956 -0.000642582 -0.00105785 0.000222385 0.000125878 0.000289375 0.00040957 0.000520948 -0.00135608 0.000153448 0.000773873 5.37352e-05 0.000186604 0.00032868
internal_weight=0 14.3788 11.2068 9.15587 8.72693 8.35562 6.3497 2.0509 3.8191 1.38734 2.43177 10.5597 9.11579 8.96776 4.7989 3.81182 4.16886 2.39124 1.60536 6.03535 5.59137 4.68374 4.2989 4.03022 1.3839 1.44396 2.07713 3.07856 2.83713 2.61983
internal_count=3121 2178 943 661 599 574 379 282 248 82 166 1930 1882 1877 1021 481 856 294 273 362 326 268 239 231 270 48 104 377 257 187
is_linear=0
shrinkage=0.00150346


Tree=392
num_leaves=31
num_cat=0
split_feature=4 12 3 151 49 15 151 1 132 133 13 160 12 43 130 13 1 12 3 0 403 147 52 160 1 453 50 160 1 156
split_gain=0.83517 0.669977 0.710712 0.641963 0.632737 0.558634 0.366372 0.372292 0.366473 0.595424 0.60186 0.497649 0.379787 0.304481 0.362972 0.357066 0.306313 0.33069 0.552675 0.635744 0.358055 0.356419 0.299983 0.29741 0.289619 0.286036 0.335643 0.2656 0.262087 0.249704
threshold=0.27287000000000006 0.084100000000000022 0.10732000000000001 -0.27559499999999998 -0.22491999999999998 0.084050000000000014 -0.086769999999999986 0.086105000000000015 0.081465000000000024 -0.0061299999999999992 -1.0000000180025095e-35 -0.082179999999999989 -0.14757499999999998 -0.17390999999999998 -0.082549999999999985 0.19762500000000002 0.13146500000000003 0.092355000000000007 -0.078934999999999991 -0.076899999999999982 0.07955000000000001 0.10100500000000003 -0.085984999999999992 -0.091944999999999985 0.11588000000000001 1.0000000180025095e-35 0.11875500000000001 -1.0000000180025095e-35 0.11146500000000002 0.11896500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 4 -2 -3 6 7 -1 9 -8 11 -11 -13 15 -15 -6 17 18 19 -16 -21 -19 -12 -24 -17 26 29 -20 -7 -5
right_child=3 2 -4 25 13 28 8 -9 -10 10 22 12 -14 14 16 24 -18 21 27 20 -22 -23 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.00079808227489775233 -0.0013808942131027983 0.00059532233289916919 0.00060417282422511702 0.0011380107714639327 0.00062027868846128769 -0.0015140063047206791 -0.0012982626373641559 0.0011934048020563514 0.0009704527624369865 -0.0010349625488645039 -0.00088244927224653184 -0.00099946451190239378 0.0011923827388573992 0.00045483086825149049 -0.001477590695139078 -0.0015196244820929379 0.0004732455650456289 -0.0015076706526395926 -0.0014905936152423977 -0.00053063292221848448 0.0015838368459330334 0.0015323663960530624 -0.0010516673848661843 0.0001096836860188321 0.00051039037253685499 -0.00092865100653165159 -0.00045219315091543806 0.0005073679183981158 0.00020405878918469515 -0.00058805605249393216
leaf_weight=0.25159978680312534 0.34961777459830079 0.87646890414180489 1.1871519607957441 2.6102247572271158 0.74118188943248309 0.71416464925278056 0.78963125200243389 1.1357115785358471 0.8090151341166355 0.31369258719496462 1.1534180063754291 0.19250332424417149 1.7532841013744442 0.44935756456107068 2.2738246496883221 0.47089822485577315 0.33216259721666563 2.4899194389581685 0.1740786008303985 0.8512270118808376 0.22143064090050757 0.087597997859120258 0.5525145819410654 3.8927902395371472 0.22929515317082405 0.21463786019012321 0.38873897679150093 0.90484519500750227 0.26790929259732366 0.19784037710633118
leaf_count=47 15 29 25 308 56 114 72 66 46 28 72 8 158 39 832 69 9 703 60 99 6 3 32 119 7 8 15 57 13 6
internal_value=0 -0.000221908 -0.000480016 0.000530762 -0.000607423 2.44841e-05 0.000121368 0.000832233 1.70848e-05 -7.21039e-05 5.11067e-05 0.00069641 0.000975536 -0.000721686 -0.000837481 -9.63102e-05 -0.00091665 -0.000982575 -0.000736916 -0.00103415 -9.41391e-05 -0.00140435 -0.000209319 -3.46626e-05 -0.000854847 0.000726676 0.000837817 0.000185007 -0.00104532 0.0010164
internal_weight=0 23.1157 11.2894 3.76106 10.1023 11.8262 10.8442 1.38731 9.45685 8.64783 7.8582 2.25948 1.94579 9.22582 7.78444 1.44138 7.33509 7.00292 4.42541 3.34648 1.07266 2.57752 5.59872 4.4453 0.700193 3.41144 3.1968 1.07892 0.982074 2.80807
internal_count=3121 2769 1994 352 1969 775 648 113 535 489 417 194 166 1940 1808 132 1769 1760 1054 937 105 706 223 151 76 337 329 117 127 314
is_linear=0
shrinkage=0.00148128


Tree=393
num_leaves=31
num_cat=0
split_feature=4 151 31 48 3 0 474 457 4 3 1456 47 51 16 16 3 124 1374 40 160 52 403 475 484 150 43 133 3 133 42
split_gain=1.00274 0.637641 0.530148 0.47019 0.485557 0.439 0.393116 0.369488 0.435184 0.464032 0.344906 0.358599 0.381171 0.32641 0.391387 0.277032 0.38119 0.277238 0.276203 0.366563 0.333911 0.395933 0.47925 0.303693 0.258097 0.396599 0.362412 0.298236 0.243245 0.263617
threshold=0.27287000000000006 -0.27559499999999998 -1.0000000180025095e-35 0.083685000000000009 0.10732000000000001 0.041630000000000007 -1.0000000180025095e-35 0.045365000000000009 -0.0016099999999999997 0.090900000000000009 0.091180000000000011 0.096475000000000019 0.11144500000000002 0.22339500000000004 -0.008904999999999998 0.20828500000000003 -1.0000000180025095e-35 -1.0000000180025095e-35 0.064905000000000018 -0.091944999999999985 -0.11592499999999999 -1.0000000180025095e-35 -0.086004999999999984 -1.0000000180025095e-35 0.086615000000000011 -0.073404999999999984 0.084990000000000024 -0.08824499999999999 -1.0000000180025095e-35 0.12181500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 4 18 7 -3 15 -9 -10 11 12 -8 14 -6 16 -5 -18 19 -4 -21 22 -22 -23 25 26 -25 -28 29 -27
right_child=1 6 3 5 13 -7 10 8 9 -11 -12 -13 -14 -15 -16 -17 17 -19 -20 20 21 23 -24 24 -26 28 27 -29 -30 -31
leaf_value=0.0013132694807323603 -0.0012518169649633959 -0.0015238522195721083 -0.0013161851116936655 0.00086455764678382285 -0.00023422680755076603 0.00084464736191385015 0.0011817633409661932 0.00081729956366373619 -0.0011851203444909666 0.00022659550111695556 -0.0011240187401051708 -0.00010019767829599022 -0.0004617488618457032 -0.00063666059267248741 0.0013332770176762831 0.00049349004010326377 0.00036200589916770968 -0.0009186118512612716 0.00026070582736984209 -0.0011511955119742686 0.0013268821585021872 -0.0011762663174375713 -0.0012606455221645971 0.00035816653759862045 -0.0011215592100302959 -0.0010683302899971226 -0.0012621460291130945 0.00010585236916882886 -0.00032685410798308066 0.00060106304462581226
leaf_weight=0.25379129470093786 0.43224806431680951 0.16289319656789381 1.7663414466078435 0.24040700506884638 0.63778848410584021 0.53779372700955708 1.6230621570139185 0.79146414657589081 0.6470640394836662 0.94332776928786188 0.19432167196646322 0.75491631752811361 0.27152205433230836 0.89452972495928396 0.44630573084577818 0.35115587501786638 0.30531712062656957 3.1909282589331256 0.44453138462267894 2.2135098070139128 0.12541150301694881 0.96147422358626933 1.9938203576020959 1.9083983307937207 0.77239735762123007 1.7790652884868938 0.52738018974196166 0.52339133259374626 2.698233240167581 0.17090080445632327
leaf_count=48 15 3 312 31 22 29 280 59 28 25 9 33 12 24 24 36 6 309 22 376 4 234 588 73 94 258 23 25 114 5
internal_value=0 0.000206259 -0.000532945 -0.000551784 -0.000662348 -0.000269933 0.000415873 -0.000362583 3.93678e-05 -0.000347773 0.00052698 0.000648069 0.000946224 -6.25939e-05 0.000411092 -0.000596789 -0.000699249 -0.000806779 -0.000737054 -0.00076578 -0.000694681 -0.000606508 -0.00110752 -0.000492844 -0.00041443 -0.000342634 2.4769e-05 -0.000580743 -0.000576532 -0.00092202
internal_weight=0 3.43896 25.1247 24.8709 17.8635 7.00746 3.00672 6.46966 2.38186 1.59039 2.84382 2.6495 1.89458 1.97862 1.08409 4.08781 3.73665 3.49625 15.8849 15.4403 13.674 11.4605 2.11923 9.34124 8.37977 7.60737 2.95917 1.05077 4.6482 1.94997
internal_count=3121 352 2769 2721 2198 523 337 494 112 53 334 325 292 70 46 382 346 315 2128 2106 1794 1418 592 826 592 498 121 48 377 263
is_linear=0
shrinkage=0.00128389


Tree=394
num_leaves=31
num_cat=0
split_feature=12 15 1 43 43 43 3 16 1 147 48 48 3 3 52 0 2 0 1212 160 1 1 15 42 15 42 133 52 133 42
split_gain=0.850718 0.633233 0.610457 0.428284 0.444848 0.424997 0.397241 0.445623 0.373201 0.360709 0.351287 0.39682 0.38467 0.327166 0.362405 0.4236 0.423138 0.319709 0.31054 0.294635 0.2888 0.243699 0.397221 0.238075 0.23743 0.231602 0.422247 0.474353 0.304783 0.296731
threshold=0.082095000000000015 0.035560000000000008 0.12577000000000002 -0.04890499999999999 -0.0092949999999999994 -0.25681499999999996 0.10732000000000001 -0.16927999999999996 0.11146500000000002 0.087350000000000025 0.091545000000000015 0.10288500000000002 -0.082974999999999979 0.31299000000000005 -0.087284999999999988 -0.075359999999999996 0.11215000000000001 -0.13027499999999997 -0.50120999999999993 -1.0000000180025095e-35 0.099195000000000019 0.090475000000000014 0.091295000000000015 1.0000000180025095e-35 -0.11713499999999999 -1.0000000180025095e-35 0.084415000000000018 0.083680000000000018 0.15630500000000003 -0.094469999999999985
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 6 5 -5 -1 7 19 -3 13 12 -12 25 14 -6 16 17 -16 -14 -2 23 22 -21 -7 -23 28 27 -27 -9 -30
right_child=2 8 -4 4 9 20 -8 10 -10 -11 11 -13 18 -15 15 -17 -18 -19 -20 21 -22 24 -24 -25 -26 26 -28 -29 29 -31
leaf_value=-0.00029651571828726101 -0.0013836990310498907 -0.0014363264650142 0.00077472195200068892 -0.0012537732965662029 -0.00099081434242255279 0.0012200262246189891 0.00044990129512596008 -0.0016057071231889936 0.00029172482696915818 0.0012747843143182901 0.00074670030825802294 -0.0015911702800539319 0.00058915452554934074 0.0011662049952103433 0.0004743218997353852 0.0010678053630682888 -0.00082965716197992017 -0.00059483653174886646 -0.0015898883420121862 -0.0012763125737265942 0.0016172472926332855 -0.00031420233168408035 0.00044575013125755476 -0.00013208240904956741 0.00091995869502189487 -0.00052958426493031883 -0.0015223301260045572 0.0011089123520564037 0.0012764952041820171 -0.001601081080187372
leaf_weight=0.74829373089596662 0.41412243590457398 0.93864384538028278 0.98603358119726259 0.58491331257391443 0.85293411777820161 0.65412042196839981 0.97039318643510419 1.0529574035899694 0.47035688487812877 0.68579962418880303 0.66021545388502989 0.25132076215231791 0.17639246105682138 0.63139924954157312 2.775642297114242 0.97453691437841428 1.3544899402186272 0.93826343840919468 2.3290109794470473 0.70765382784884268 1.2169546295190228 0.63277638284489501 0.63915761723183095 0.65186750632710755 1.0221020467579363 1.5124199585407039 0.6324842293979599 0.62649794423487026 0.21375909238122404 0.15498974220827211
leaf_count=36 50 79 64 43 65 26 20 402 23 53 71 83 24 96 82 61 50 36 884 51 187 21 20 41 27 195 214 43 16 58
internal_value=0 0.000145021 -0.000422908 0.000262288 8.0408e-05 0.000751453 -0.000521347 -0.000606827 -0.000859463 0.000175425 -0.000820094 0.000102123 -0.00094559 7.52637e-05 -2.46251e-05 0.000111748 -7.20796e-05 0.000204215 -0.00143647 -0.000131691 0.00106228 4.10399e-05 -0.000459072 0.000545138 0.000448052 -0.000652285 -0.000385751 -4.96618e-05 -0.00117185 6.70139e-05
internal_weight=0 13.4782 12.9823 12.0692 8.79798 3.27124 11.9963 11.0259 1.409 8.21307 7.61005 0.911536 6.69851 7.52727 6.89587 6.04293 5.0684 3.71391 2.5054 3.41581 2.52294 3.00169 1.34681 1.30599 1.65488 4.19311 2.7714 2.13892 1.42171 0.368749
internal_count=3121 878 2243 776 486 290 2179 2159 102 443 1990 154 1836 390 294 229 168 118 908 169 254 119 71 67 48 928 452 238 476 74
is_linear=0
shrinkage=0.00158341


Tree=395
num_leaves=31
num_cat=0
split_feature=31 4 151 150 160 133 158 133 52 1212 1373 403 475 42 42 475 483 160 1212 453 3 13 130 0 4 15 1 2 3 12
split_gain=0.169832 0.173216 0.223063 0.194792 0.220439 0.242949 0.204636 0.189534 0.21402 0.201226 0.174306 0.180317 0.188888 0.18606 0.180379 0.164969 0.163918 0.176142 0.163755 0.14675 0.129998 0.128573 0.208629 0.217469 0.189553 0.160824 0.154236 0.149805 0.190414 0.147369
threshold=-1.0000000180025095e-35 0.27287000000000006 -0.27559499999999998 -0.22665999999999997 -0.098904999999999979 -0.030254999999999994 0.085900000000000018 -0.11008499999999999 -0.53299999999999992 -1.0000000180025095e-35 0.099250000000000019 -0.082384999999999986 -0.086424999999999988 -0.11466499999999999 -0.106335 -0.08663499999999999 0.086230000000000015 -0.079279999999999975 -0.45912999999999998 1.0000000180025095e-35 0.149315 -0.012549999999999997 -1.0000000180025095e-35 1.0000000180025095e-35 -0.51843499999999987 0.088990000000000014 0.11690500000000002 0.13712500000000002 0.097915000000000016 0.092465000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 -2 5 -5 7 18 -9 -10 11 12 -11 -13 -15 -16 17 -17 -6 21 -14 24 26 25 -19 -24 -23 28 29 -26
right_child=1 2 -4 4 6 -7 -8 8 9 10 -12 13 20 14 15 16 -18 19 -20 -21 -22 22 23 -25 27 -27 -28 -29 -30 -31
leaf_value=0.0029857554237964923 0.0022603189706005321 -0.0026248265419401696 0.0011008904702009892 0.0013276960168107398 0.0024863948357793319 -0.002611817796403106 -0.0023930854692208636 -0.0029559482179817762 -0.0029569861163006293 0.0028969562816015581 -0.0028828386966843773 -0.0018500861895752922 -0.0028508339498382117 0.0031274219126768508 -0.0023758294689770259 0.0021865480391176396 -0.0018849602132516956 -0.0026085890615101591 -0.0022636181126120666 -0.0021883341427975261 0.003053561893060784 -0.00280009329344349 0.0002800769442561612 0.0022203593223034052 0.0013582679943458232 -0.0020844365529194987 0.00072544824443644673 -0.0011244548208922467 0.0030390214159350263 -0.00069437537570949737
leaf_weight=0.1500420426891641 0.25112827937118432 0.15391995641402889 1.4395089821191511 0.17006646958179772 0.070932098547928035 0.66559783607226286 0.3652365641610239 0.21137251284380276 0.18923304480266523 0.069756727200001478 0.16477809424395662 0.33680130106221629 0.37330445689439251 0.20199967006919184 0.19274490434326086 0.48272173362783366 0.26458433282823524 0.12547395972068498 0.54793954589694749 0.19236743770306919 0.035319667309522629 0.34683584680897217 1.9904495494993861 0.45100778693449672 1.3459101550688526 0.28448144662252151 0.1555229207733646 0.23656767935608503 0.45256984169827763 0.39045772230019782
leaf_count=86 15 15 299 38 7 333 182 182 159 5 18 71 421 7 62 96 139 10 286 37 1 66 143 29 202 46 15 34 39 78
internal_value=0 -0.000163085 0.000740999 -0.000299438 -0.000361764 -0.00181009 -0.000234072 -0.000147543 -3.30359e-05 4.15544e-05 0.000111662 0.000173893 -0.00157677 0.0002863 0.000387448 0.00030737 0.000384342 0.000477368 -0.00171919 0.000339205 -0.00234048 0.000423336 3.33135e-05 0.000354335 0.000916915 -1.56068e-05 -0.00170864 0.00109929 0.00133962 0.000896689
internal_weight=0 12.1586 1.59343 10.5652 10.314 0.835664 9.47837 9.11313 8.49426 8.28289 8.09366 7.92888 0.478381 7.4505 7.11369 6.9117 6.71895 6.45437 0.618872 5.97164 0.408624 5.77928 3.2283 2.72594 2.55098 2.27493 0.502359 2.42551 2.18894 1.73637
internal_count=3121 3035 314 2721 2706 371 2335 2153 1860 1678 1519 1501 427 1074 1003 996 934 795 293 699 422 662 299 218 363 189 81 353 319 280
is_linear=0
shrinkage=0.00294161


Tree=396
num_leaves=31
num_cat=0
split_feature=1 0 12 3 1 151 16 4 3 43 15 160 16 151 16 39 47 50 0 4 16 52 52 15 2 124 151 159 12 130
split_gain=1.1685 0.714026 0.70842 0.606631 0.586554 0.50379 0.59613 0.485474 0.45314 0.697916 0.590782 0.661296 0.46814 0.449939 0.448702 0.648682 0.506935 0.479856 0.468353 0.443481 0.464844 0.428398 0.417708 0.416708 0.400575 0.368663 0.368207 0.360739 0.465551 0.327629
threshold=0.094385000000000011 -0.060129999999999996 -0.064509999999999984 0.16158000000000003 1.0000000180025095e-35 -0.40381499999999992 -0.54165499999999989 0.053925000000000008 -0.084074999999999997 -0.083134999999999987 0.083935000000000023 0.092865000000000017 -0.51370499999999997 -0.092724999999999988 0.062650000000000025 0.16946000000000003 0.092530000000000015 0.10965000000000001 -0.11756999999999999 -0.49405499999999997 0.38525000000000004 0.12603000000000003 -0.07167999999999998 0.035560000000000008 0.12437500000000001 -0.087894999999999987 -0.086654999999999982 0.092630000000000018 0.092355000000000007 -0.23647499999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 25 5 8 -4 -7 26 -1 10 11 -10 -11 -8 16 -16 17 21 -18 20 -3 22 -15 -24 27 -2 -6 28 -21 -14
right_child=2 19 3 -5 7 6 13 -9 9 12 -12 -13 29 14 15 -17 18 -19 -20 24 -22 -23 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.001287669821270192 -0.00010745956577853392 -0.00099773429461013003 -0.0014462905319972557 0.0010072747527314471 0.00054098174708229441 0.0014406928671375524 0.0012528142285543854 0.00088671279656708606 -0.0014216087836336029 0.00038024272844422062 0.0013456782736415319 0.0013559543322357 0.00095917347475448834 -8.0150926865715766e-05 -0.0009190597155574236 0.0014795483457462149 -0.0014675660338168662 -0.0011038655886264701 -4.528254011901116e-05 0.0014370113893012819 0.00065459421570582602 -0.00049845572484450438 0.0013269031156447006 -6.5835947745134402e-05 -0.00091424296562359032 0.0011314197116638429 -0.00051609053066494436 -0.00041922985791087376 3.1161163812111433e-05 -0.0012597790999563383
leaf_weight=2.5541117570246596 0.614989155204967 1.0774151169462127 0.50513770757242937 1.0683591405395407 0.739224238321185 0.50938985100947043 0.44961739284917435 0.66944225342012931 0.51067789271474129 0.45716754370369272 0.57763820595573634 0.24495451315306127 0.1355604119598891 1.046480766963209 2.190144188003615 0.24179509375244368 0.71692998055368651 0.44009475444909174 1.1882986233104018 1.2092820520047132 0.47327079949900497 0.78496651304885734 1.684020458953462 0.5505441486602648 0.37018742691725481 1.8882695559877891 4.5757166904513724 0.49675631569698442 0.72928291326388706 2.4712765448493803
leaf_count=633 37 75 19 85 32 37 14 26 72 13 20 10 2 37 189 8 26 41 52 35 7 34 93 26 62 245 435 20 49 687
internal_value=0 -0.000383655 0.000157742 1.04585e-05 -0.000547532 -9.28611e-05 -2.31152e-05 -0.000228591 -0.000822106 -0.000551688 0.000287622 -0.000521202 -0.000916905 -0.000103354 -0.000172305 -0.000680579 2.04922e-05 0.00027459 -0.000580482 0.000102981 -0.000493442 0.000423791 0.000644432 0.000983765 0.000432642 0.000827058 -0.000369068 0.000637379 0.000908134 -0.00114439
internal_weight=0 17.292 13.879 11.3758 12.9358 10.3074 9.80228 5.98438 6.95139 4.39728 1.33327 0.755632 3.064 9.29289 8.84327 2.43194 6.41134 4.50611 1.90523 4.35619 1.55069 4.06601 3.28105 2.23456 2.80551 2.50326 5.31494 2.43532 1.93856 2.60684
internal_count=3121 2178 943 661 1930 576 557 493 1437 804 102 82 702 520 506 197 309 231 78 248 82 190 156 119 166 282 467 104 84 689
is_linear=0
shrinkage=0.00138972


Tree=397
num_leaves=31
num_cat=0
split_feature=1 484 1374 52 1374 1446 12 40 151 133 151 160 403 129 14 160 3 1213 52 15 1 133 133 42 3 2 4 4 150 47
split_gain=0.168192 0.225785 0.206355 0.195732 0.194895 0.175149 0.194693 0.19384 0.170744 0.177723 0.170451 0.165327 0.258635 0.157033 0.162004 0.159088 0.152887 0.149289 0.153655 0.202562 0.185181 0.156192 0.14236 0.249896 0.133418 0.190107 0.219539 0.198085 0.140356 0.129261
threshold=0.094385000000000011 -0.0068949999999999992 -0.094929999999999987 -0.43320999999999993 -1.0000000180025095e-35 0.091555000000000011 -0.064509999999999984 0.57330500000000006 -0.40381499999999992 -0.25159999999999993 -0.092724999999999988 -0.091944999999999985 0.092070000000000013 0.093925000000000008 0.076175000000000007 -0.081069999999999989 0.16158000000000003 -1.0000000180025095e-35 -0.089199999999999988 -0.024814999999999997 0.092695000000000013 -0.17773999999999998 0.10722500000000001 -0.094469999999999985 0.12745000000000004 0.11548000000000001 -0.013125 0.033845000000000007 0.11740500000000002 0.093140000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -2 -4 6 7 -5 -8 -10 -11 12 -6 14 15 -13 24 -17 19 -19 21 -20 -23 -24 25 26 -12 -28 29 -29
right_child=3 2 4 5 11 -7 8 -9 9 10 16 13 -14 -15 -16 17 -18 18 20 -21 -22 22 23 -25 -26 -27 27 28 -30 -31
leaf_value=-0.0037428738104848254 -0.0037365510387181423 -0.0038669430829380179 0.0034699099597353686 0.0028460527493663732 -0.0037480477578344905 -0.0036431147588514602 -0.0034342104417114127 -0.0038910857941127659 -0.003476844498479193 0.0038034253823998341 -0.0023989898646395733 0.0021843322341553286 0.0032622091455178155 -0.0037543971260225509 -0.0037549921265296196 -0.0028558855665911302 0.002717792241381915 -0.0033914250615782963 -0.003729989497530433 0.00068834095688105374 -0.002918019278495079 0.00092999442972531443 0.0034693666501907413 -0.0029230585990379404 -0.0017895504937200176 0.0026647103905197518 0.0028093565723111436 0.0018104978586397898 -0.0025006021600278753 -0.00047185821141629877
leaf_weight=0.29168984206626181 0.15813069483556308 0.22856322090956371 0.18639624246861775 0.71050596190616477 0.3970996907155494 0.13983656326308835 0.16572530311532307 0.064295155461877584 0.1561542927956906 0.21230626321630586 0.42746808637457556 0.4303476540808332 0.088929559249663725 0.16681085473101109 0.16174656790099096 0.2704374025488504 0.35096280350990117 0.38959189118759241 0.11697418947005722 0.29541859732125875 0.23437890855711874 2.9793692600360377 0.11279699226724915 0.33570900933409564 0.43118906160816539 0.44410187157336611 0.41874510725028891 0.56190288535435662 0.26995471847476427 0.87769268939155154
leaf_count=397 119 38 9 273 283 29 19 3 27 24 102 87 8 102 43 352 76 185 78 51 27 342 10 166 20 85 32 50 22 62
internal_value=0 -0.000545946 -0.000400117 0.000336194 -0.000271608 0.000459315 0.000571998 0.00228699 0.000264141 0.000411813 0.000563836 -0.000388238 -0.00246537 -0.00020447 -9.33017e-05 2.13668e-05 0.00038198 -0.000175231 -1.28407e-05 -0.00163198 0.000280639 0.000492128 0.000636206 -0.0013154 0.000143049 0.000420833 3.09265e-05 0.000518975 -4.20414e-05 0.000418991
internal_weight=0 6.68626 6.39457 5.38897 6.16601 5.23084 5.091 0.774801 4.3162 4.15048 3.99432 5.97961 0.486029 5.49358 5.32677 5.16502 3.78202 4.73468 4.46424 0.68501 3.77923 3.54485 3.42788 0.448506 3.43105 2.99987 2.55576 2.1283 1.70955 1.4396
internal_count=3121 2178 1781 943 1743 824 795 276 519 500 473 1734 291 1443 1341 1298 449 1211 859 236 623 596 518 176 373 353 268 166 134 112
is_linear=0
shrinkage=0.00371563


Tree=398
num_leaves=31
num_cat=0
split_feature=12 1 15 132 133 13 448 457 47 151 52 16 52 52 4 52 16 159 15 1212 0 0 1 484 0 402 16 1 1 4
split_gain=0.90322 0.662475 0.52691 0.469582 0.565716 0.718908 0.731744 0.451267 0.431177 0.444573 0.44463 0.429141 0.469045 0.456625 0.40947 0.401407 0.626965 0.438337 0.386766 0.383606 0.35541 0.298641 0.29826 0.288352 0.310806 0.29429 0.288273 0.283864 0.283185 0.647734
threshold=0.084100000000000022 0.12958500000000003 0.084050000000000014 0.081465000000000024 -0.0084449999999999994 -0.0021749999999999994 -0.081729999999999983 0.080930000000000016 0.096175000000000024 -0.086654999999999982 -0.0064899999999999992 -0.25582999999999995 1.0000000180025095e-35 0.08976000000000002 0.24564500000000003 0.090245000000000006 -0.014034999999999997 -0.032739999999999991 0.013270000000000002 -0.50120999999999993 -0.17169499999999996 -0.11756999999999999 0.13743000000000002 0.079595000000000013 -0.060129999999999996 -0.50169499999999989 -0.16927999999999996 0.11146500000000002 0.077845000000000011 -0.080364999999999978
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 7 3 4 -1 6 -6 11 9 -7 -11 12 21 14 19 -15 26 -18 -9 -13 -12 -2 -10 25 -25 -21 -17 -4 29 -8
right_child=1 -3 27 -5 5 8 28 18 22 10 20 13 -14 15 -16 16 17 -19 -20 23 -22 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=-0.0010109969313676994 -0.00049990289671722997 0.00086473026737140515 -0.0015783079618846053 0.0012122418263576398 -0.0017079776409266558 0.0010934017131642155 0.0016757144017934655 -0.0002743964774655255 -0.0012959763590519554 -0.0004912564308555391 0.0011798883118427936 0.0010447934804984462 -0.0013821232695391985 0.0015962153223100422 0.00066867770405559443 0.00057432251387036482 -0.0015719291365576355 0.00050623836750066727 0.0016648925260519542 0.00080070736403957919 3.0292341862874486e-05 0.00069968101828669362 0.00022478727472029813 -0.0015606296437240511 0.00051411323688308266 -0.0015252490086528764 -0.0015771915079482064 0.00022307231405853826 0.0013338336758196498 -0.0012715998015105329
leaf_weight=0.95371809974312327 0.79695310629904326 0.89437683939468193 0.62982843071222383 1.06185323256068 0.24822395993396051 1.0197886137757448 0.36241071857511997 0.66527303261682458 0.94276712730061241 2.5991302065085615 0.9332583516370504 0.17805588478222034 0.52710819587809954 0.24072050862014327 0.30369683261960734 0.17277552734594825 0.29668627900537092 1.3856690844986581 0.39438576437532902 0.13573268137406147 2.1145356768975079 1.3394826778676334 0.46298566088080406 0.30256039730738848 0.40862351935356844 3.7309121612925136 1.1342680933885279 0.31643141759559512 2.2659397001843899 0.35576842218870686
leaf_count=90 35 59 114 93 7 39 7 65 50 117 34 14 61 8 14 13 84 42 8 15 85 42 10 97 15 1138 372 14 280 99
internal_value=0 -0.0004236 0.000142888 0.000222367 0.000136622 0.00023344 0.000851806 -0.000519518 -1.41638e-05 0.000150508 -1.97709e-05 -0.000613059 -7.12273e-05 -0.000787153 -0.00107813 -0.000331374 -0.000486593 0.00013975 0.000447372 -0.00118968 0.000382308 0.000252201 -0.000795112 -0.00127659 -0.000368549 -0.0014436 -0.00129279 -0.000975922 0.00106473 0.000215687
internal_weight=0 12.9073 14.2666 13.3204 12.2585 11.3048 3.23234 12.0129 8.07247 6.66671 5.64692 10.9532 2.66354 8.2897 5.05958 3.23012 2.9894 1.68236 1.05966 4.75588 3.04779 2.13644 1.40575 4.57783 0.711184 3.86664 1.30704 0.94626 2.98412 0.718179
internal_count=3121 2082 1039 911 818 728 393 2023 335 275 236 1950 138 1812 1293 519 511 126 73 1279 119 77 60 1265 112 1153 385 128 386 106
is_linear=0
shrinkage=0.00155166


Tree=399
num_leaves=31
num_cat=0
split_feature=3 124 1456 402 1365 124 4 47 128 41 156 483 52 158 1456 1213 457 1447 1 0 3 39 151 133 42 43 4 0 160 49
split_gain=0.163798 0.173594 0.202309 0.192326 0.175923 0.169568 0.167623 0.20986 0.205389 0.190989 0.183808 0.167186 0.142967 0.139196 0.142567 0.141679 0.144254 0.130904 0.12188 0.172842 0.300096 0.115852 0.15534 0.110342 0.141244 0.133218 0.279793 0.159337 0.157626 0.151834
threshold=0.31299000000000005 -0.043384999999999993 0.075120000000000006 0.086055000000000006 1.0000000180025095e-35 -0.31141499999999994 0.24564500000000003 0.12431000000000002 0.086435000000000012 0.078475000000000017 0.10499000000000001 0.08833000000000002 0.13796000000000003 0.090905000000000014 -1.0000000180025095e-35 -0.082704999999999987 0.5717850000000001 -0.11565499999999999 0.111945 -0.17169499999999996 -0.074939999999999993 0.085220000000000004 -0.08483499999999998 0.18829500000000002 -0.092814999999999981 -0.51144999999999985 -0.51843499999999987 0.041630000000000007 -0.40698999999999991 -0.087004999999999985
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 4 21 6 -2 8 12 9 10 11 13 18 14 -3 -16 23 -15 19 -8 -21 22 -1 25 -25 -17 -27 28 -28 -30
right_child=5 2 -4 -5 -6 -7 7 -9 -10 -11 -12 -13 -14 17 15 16 -18 -19 -20 20 -22 -23 -24 24 -26 26 27 -29 29 -31
leaf_value=0.0028268289284638622 -0.0032538804495197576 -0.0031052966899766266 -0.0031136852883960702 -0.0031235854509924117 -0.003136095965680923 0.0031093813379577352 0.0027839734049229141 -0.0020302196279488459 -0.0031375377241349648 -0.0028975053216131912 -0.0031322452445086044 -0.0025965310944827337 -0.0015640818016648002 0.0031614462962652481 -0.0031009949347127028 0.0025190823308397243 -0.0031634589850949172 -0.0028349237154320938 0.0024036015245893494 0.0013874207213395329 -0.0032042122255447948 0.0027302279266627587 -0.0010772439221920301 0.0025213255179314885 -0.0031233352445941514 -0.0032231049113233957 -0.0031060926398788157 0.0015971616043494528 -0.00099283359996542113 0.00047774687664447509
leaf_weight=0.15782772896636743 0.04741721972823143 0.13333841937127555 0.23760091959411589 0.092409977834904566 0.19513544274377714 0.25669572698825582 0.24380246142391115 0.24107944080606092 0.24710929873981591 0.25714967865496863 0.1977267609690897 0.25050949446449511 0.17697023262735445 0.039964110619621351 0.12792679025732479 0.25303866370813377 0.12091090437024821 0.2689796022750669 0.62944519093434792 0.36672093684319407 0.21626181603642247 0.41571200951875653 0.25442787067731565 0.055082063598092645 0.18353934194601595 0.2163415872491824 0.13827025231148038 0.8476172100054099 0.80014434346230157 4.1575481412728887
leaf_count=18 1 124 237 27 47 119 32 16 179 77 127 140 14 2 209 18 7 139 118 42 21 155 38 7 202 17 113 78 78 719
internal_value=0 -0.000181367 -0.000293168 0.00110651 -0.000228509 0.00211722 -0.000172718 0.000662272 -0.000361382 -0.000276142 -0.000189621 -0.000112995 0.00105971 -2.82647e-05 6.09423e-05 0.000122124 0.000183006 -0.00205925 0.00137857 0.000598205 -0.00031588 0.00157864 0.000417389 0.000243838 -0.00182035 0.000320645 0.000230337 0.000356039 0.000149602 0.000240403
internal_weight=0 11.5226 10.6022 0.920378 10.3646 0.304113 10.1695 1.87428 8.2952 8.04809 7.79094 7.59321 1.6332 7.3427 7.03376 6.90042 6.77249 0.308944 1.45623 0.826785 0.582983 0.827968 0.412256 6.65158 0.238621 6.41296 6.15992 5.94358 5.09596 4.95769
internal_count=3121 3001 2763 238 2526 120 2479 243 2236 2057 1980 1853 227 1713 1572 1448 1239 141 213 95 63 211 56 1232 209 1023 1005 988 910 797
is_linear=0
shrinkage=0.00309149


Tree=400
num_leaves=31
num_cat=0
split_feature=1 12 0 0 3 39 16 457 124 49 14 48 15 0 1 43 4 43 2 40 160 151 133 12 1 159 4 159 12 4
split_gain=1.20143 0.784718 0.669776 0.613013 0.592912 0.529516 0.631925 0.493003 0.466329 0.43849 0.48174 0.418051 0.380013 0.371387 0.363749 0.525378 0.358523 0.438917 0.426425 0.37345 0.341051 0.483244 0.414072 0.317459 0.297167 0.286006 0.255598 0.254325 0.409905 0.23102
threshold=0.094385000000000011 -0.064509999999999984 -0.060129999999999996 -0.10011499999999998 0.31299000000000005 0.15619500000000003 0.064860000000000015 0.080930000000000016 -0.51664499999999991 0.0065400000000000015 0.062655000000000016 0.086260000000000017 0.14654000000000003 -0.04917499999999999 1.0000000180025095e-35 0.15359500000000004 -0.49405499999999997 -0.45785999999999999 0.12437500000000001 -1.0000000180025095e-35 -0.079279999999999975 -0.00099499999999999979 -1.0000000180025095e-35 0.11650500000000001 0.10781 -1.0000000180025095e-35 0.0082450000000000006 0.092630000000000018 0.092355000000000007 -0.17966999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 8 3 9 5 6 7 13 -2 10 11 14 29 20 15 -1 17 -4 27 -19 -3 -22 -23 25 -15 -24 -8 28 -18 -5
right_child=1 4 16 12 -6 -7 26 -9 -10 -11 -12 -13 -14 24 -16 -17 18 19 -20 -21 21 22 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0010370532299932393 -0.0013252401113052501 -0.00090942313900983828 0.00067038219921061043 0.0014340283663277962 0.0013458081294785555 0.0013976813589691949 -0.001223542050755845 0.0007875357253410135 0.00097361161219910335 -0.0012751008092345764 -0.001344906853762149 -0.00059204790459231377 0.00041608130539011251 -7.5945987414595501e-05 0.00060426574148321228 0.00094282517203402537 0.0013472333967904119 0.00026040096159285665 -0.00088667656129026327 -0.0013953358989255485 -0.0009396935529801272 -0.00078925984289626575 -0.00038940683036639377 -0.00064616031265687089 0.0013488442309088247 0.00081771740497945831 -0.00033745334628212015 -0.00021803467904333909 4.4804558602227632e-05 -0.00093907810423323195
leaf_weight=0.67184937535785427 0.16471131937578354 1.0539066056953714 0.45104181766509999 0.072513520717623403 0.54950479301624078 0.4159940604586162 1.020797878620215 1.3384240218438206 2.3730898152571163 0.61092857073526818 0.48174688383005548 1.2846528848167507 0.40408224239945401 0.51353946980088661 2.1879104659892619 0.35891591617837548 1.0621127632912282 0.34636295679956663 0.40150085766799737 0.75839199288748194 0.87920114747248312 0.64387991686816759 0.42198748112423201 0.43203919520601619 0.50852654315531254 1.8209501024102892 1.2816043531056491 0.52444652374833811 0.69959976524114598 5.6954524546163121
leaf_count=45 4 56 9 1 62 25 140 53 278 90 70 41 10 14 52 12 35 8 62 65 43 39 32 15 48 79 55 20 49 1609
internal_value=0 0.000162866 -0.000373097 -0.000535356 8.56395e-06 -6.25649e-05 -0.000123832 5.9599e-05 0.000824409 -0.000218682 -8.92163e-05 4.51121e-05 -0.000822475 -9.569e-05 0.000299418 -0.000347653 7.68859e-05 -0.00042785 0.000369061 -0.000876229 -0.000237489 -6.88025e-05 0.000161906 0.000390856 0.000632955 0.000590608 -0.000730311 0.000589597 0.000830021 -0.000909244
internal_weight=0 13.4182 16.0115 11.7681 10.8804 10.3309 9.91486 7.61245 2.5378 5.596 4.98508 4.50333 6.17205 6.27403 3.21868 1.03077 4.24346 1.5558 2.68766 1.10475 5.25196 4.19806 3.31886 2.67498 1.02207 2.24294 2.3024 2.28616 1.76171 5.76797
internal_count=3121 943 2178 1930 661 599 574 379 282 310 220 150 1620 326 109 57 248 82 166 73 264 208 165 126 62 111 195 104 84 1610
is_linear=0
shrinkage=0.00132116


Tree=401
num_leaves=31
num_cat=0
split_feature=1 0 3 43 16 147 48 14 12 3 483 1 4 15 160 151 151 42 394 47 2 48 2 48 3 49 0 16 47 9
split_gain=0.160855 0.255984 0.222659 0.211187 0.209617 0.182451 0.259477 0.236176 0.215115 0.211586 0.179586 0.193267 0.166301 0.16043 0.179257 0.159895 0.233517 0.159258 0.155647 0.152325 0.150743 0.147437 0.127417 0.185244 0.163522 0.23582 0.131045 0.142349 0.18852 0.178739
threshold=0.077565000000000009 -0.059114999999999994 -0.084074999999999997 -0.083134999999999987 -0.51370499999999997 0.089025000000000007 -0.098424999999999985 0.076175000000000007 -0.069644999999999985 0.16158000000000003 0.10018500000000001 0.080585000000000004 -0.42529999999999996 0.083935000000000023 0.092865000000000017 -0.24462999999999999 -0.08688499999999999 0.15665000000000004 -0.43358499999999994 0.090100000000000013 0.073895000000000002 0.088965000000000002 0.089885000000000007 0.081805000000000017 0.12178000000000001 -0.073374999999999982 1.0000000180025095e-35 -0.056919999999999991 0.13082500000000002 0.091600000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 18 13 -5 7 -7 8 19 10 11 -10 -13 14 -4 -14 -17 20 -1 -2 -6 -3 23 26 25 -24 27 29 -29 -18
right_child=5 21 3 4 17 6 -8 -9 9 -11 -12 12 15 -15 -16 16 22 -19 -20 -21 -22 -23 24 -25 -26 -27 -28 28 -30 -31
leaf_value=0.0024336719673714066 0.003352563868512533 -4.4834007966639851e-05 -0.0028759561494238976 0.0015894524108714149 0.0037656320083438838 -0.0030038287188189914 0.0038004377804092193 -0.0036735978859825241 0.0032140336747086906 0.0031044915597174048 -0.0038780488349446037 -0.0039052654471277539 -0.0039332186149142433 0.0035855144547848107 0.003618720946349888 0.0024045182749012775 -0.00041190203541922659 0.0031362225525370701 -0.0039048490440241066 -0.00021316102273748259 -0.0036450261634320483 0.003512897472466664 -0.0012900374990210324 -0.0039701402203201801 -0.0015468427656523485 0.0019754431314164995 0.0033239036674858266 -0.0032580531151616839 0.00042058655265913826 0.0044646806521055991
leaf_weight=0.063685819448437542 0.49951101838087186 1.4029371688811805 0.19276246141816988 0.21608688257401831 0.043830993236042115 0.10602939559612423 0.4102152383129577 0.25160080430214282 0.24867263744818036 0.29602405775221985 0.19872768466302648 0.1839386134815858 0.16303154319757585 0.23638975607173052 0.095555680192774162 0.52931425947463129 1.0065022601775124 0.064552436582744122 0.68090349341218859 0.28165701532270759 0.70453842588904081 0.2000809907040092 0.47481846006121498 0.26660693256417278 0.50008815980982024 1.1088142691296525 0.12406901520444069 0.57815244349331107 0.3283704835921526 0.12727642967365671
leaf_count=4 225 155 73 13 2 15 86 73 18 71 55 119 22 20 10 48 262 2 648 44 688 21 31 41 26 116 22 193 15 3
internal_value=0 -0.000789982 -0.00161943 -0.000783996 -0.00180475 0.000176736 0.00240294 1.63848e-05 0.000150633 -9.33899e-05 -0.000255532 -0.000127884 -0.000282038 0.0012178 -0.000723461 -0.000154048 -3.18981e-05 -0.00270697 -0.00336271 0.00206691 -0.00321099 0.000399225 -0.000317549 -0.000920596 0.000385996 0.000996358 -0.000544954 -0.000780215 -0.00192554 0.000135536
internal_weight=0 3.90132 2.29831 1.55372 1.02901 7.68342 0.516245 7.16718 6.91558 6.13441 5.83838 5.63966 5.39098 0.524708 0.288318 5.20704 5.04401 0.812922 0.744589 0.781168 0.748369 1.60302 4.5147 2.43098 2.08372 1.58363 2.16437 2.0403 0.906523 1.13378
internal_count=3121 1636 1460 808 705 1485 101 1384 1311 1042 971 916 898 103 83 779 757 692 652 269 690 176 709 536 173 147 495 473 208 265
is_linear=0
shrinkage=0.00387724


Tree=402
num_leaves=31
num_cat=0
split_feature=39 52 147 42 124 132 1 474 1456 15 1374 33 42 158 147 124 1 157 0 131 15 13 48 4 1374 157 1186 1 42 15
split_gain=0.153152 0.158267 0.150516 0.158508 0.222545 0.205207 0.201505 0.175244 0.174261 0.213829 0.183009 0.182562 0.173069 0.158916 0.146943 0.141858 0.139127 0.198345 0.174978 0.143915 0.138676 0.155511 0.132694 0.129738 0.127888 0.116937 0.115398 0.113084 0.185575 0.210294
threshold=0.16946000000000003 0.19022000000000003 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.027784999999999997 0.081465000000000024 1.0000000180025095e-35 -1.0000000180025095e-35 0.075120000000000006 -0.24436499999999997 0.097240000000000007 -0.0066799999999999993 0.10256000000000001 0.094245000000000009 1.0000000180025095e-35 -0.53285499999999997 0.104035 -0.084489999999999996 -0.23091999999999999 0.085335000000000008 0.19724500000000003 0.41383500000000001 -0.079469999999999985 -0.52556499999999995 -0.094929999999999987 -0.21128999999999998 0.090275000000000008 0.092695000000000013 0.084050000000000014 0.084735000000000019
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 5 15 -4 -7 -6 9 -9 11 -11 13 16 -3 -5 17 -13 -18 23 21 26 -20 -19 -25 -15 -14 28 29 -26
right_child=-2 14 3 4 7 6 -8 8 -10 10 -12 12 20 25 -16 -17 18 19 22 -21 -22 -23 -24 24 27 -27 -28 -29 -30 -31
leaf_value=-0.003139424661989351 0.0031518376722959839 -0.0018868649170732208 -0.0014546707974880573 -0.0028897948744547831 -0.0031984267612812792 -0.0030852864190711806 0.0020279195043483187 0.0023054687439918241 -0.0030882036744695213 -0.0029282188093373617 -0.0031318373193674059 -0.0030917342496449641 -0.0027983144387644246 0.0029581676811687233 0.0023117998557636056 0.0027834735973019656 -0.00085785667941861603 -0.0031960374405824899 -0.0012804602613263859 -0.0022657369136841934 0.0031684743979609664 0.0032551865172691982 0.0021432878097952467 -0.0014269214979362537 0.0018847809785746831 -0.003071718530141558 0.0012664334811581068 -0.00074002200951240596 -9.1144506906231624e-05 -0.00089279032285144943
leaf_weight=0.14612995562492415 0.13386077253380868 0.74089703981735588 1.3028702652227337 0.046047446085140109 0.15315918970736042 0.091659728794183937 0.34999932892969809 0.42298366455360792 0.15645369362027839 0.17860335897420831 0.16551449560211029 0.16592826735722432 0.46520845928171173 0.035942889284342527 0.087874524295330048 0.42414923860632647 0.28853501845151175 0.089556436054403554 0.11837879696395237 0.19183091609738756 0.059964811429381371 0.053670290857553482 1.0800767237960824 0.28793193353339486 1.7041012049303823 0.19342541045625683 0.076674118638038635 0.44963505667692505 1.1259715141204649 0.30249601718969632
leaf_count=20 23 344 641 2 102 91 65 128 174 19 24 128 224 2 5 185 31 5 8 51 2 1 154 16 125 120 4 46 346 35
internal_value=0 -0.000151869 -4.6313e-05 -1.02631e-06 0.000177026 -0.000841644 0.00096675 5.2857e-05 0.000118268 0.000185547 5.80573e-05 0.000134933 0.000216718 0.000379477 -0.00144168 0.00222788 0.000478515 0.000199585 0.00128838 0.000331133 -0.00128142 -0.00172947 0.0018051 0.000456941 0.000541472 -0.00212681 -0.00222317 0.000699688 0.000906338 0.00146606
internal_weight=0 10.9557 10.1269 9.98077 8.23624 1.74453 0.441659 7.76604 7.61288 7.45643 7.03345 6.86793 6.68933 6.03381 0.828772 0.470197 5.80444 4.31745 1.48699 4.15152 0.655518 0.595553 1.19846 3.95969 3.87014 0.229368 0.541883 3.5822 3.13257 2.0066
internal_count=3121 3098 2749 2729 1932 797 156 1745 1643 1469 1341 1317 1298 1067 349 187 945 752 193 624 231 229 162 573 568 122 228 552 506 160
is_linear=0
shrinkage=0.00306994


Tree=403
num_leaves=31
num_cat=0
split_feature=1 484 2 457 376 3 11 403 2 13 52 0 0 0 160 4 0 0 3 52 0 52 11 13 47 15 3 1 0 16
split_gain=0.933954 0.455775 0.435788 0.407728 0.421709 0.455976 0.465916 0.346252 0.420295 0.482074 0.399466 0.376369 0.385645 0.5476 0.422069 0.527343 0.378725 0.336407 0.320846 0.316914 0.41642 0.354238 0.320619 0.360887 0.408827 0.510368 0.636825 0.314131 0.42467 0.383373
threshold=0.104035 -0.0068949999999999992 0.14753000000000002 0.080930000000000016 0.048375000000000008 -0.11255999999999998 0.081790000000000015 -1.0000000180025095e-35 0.092875000000000013 -0.42195999999999995 -0.0064899999999999992 -0.14116499999999996 -0.10224499999999999 -0.10011499999999998 0.032695000000000009 -0.076229999999999978 -0.084269999999999984 -0.083914999999999976 0.14121000000000003 -0.43320999999999993 -1.0000000180025095e-35 0.19022000000000003 0.090920000000000015 -0.049279999999999997 0.10648500000000001 0.035560000000000008 0.12178000000000001 0.086105000000000015 -0.087634999999999977 -0.094359999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 19 4 5 6 -3 18 10 -10 -9 -12 -13 -14 15 16 -15 -18 -7 -2 21 22 23 -21 25 26 -25 28 -5 -29
right_child=2 3 -4 27 -6 7 -8 8 9 -11 11 12 13 14 -16 -17 17 -19 -20 20 -22 -23 -24 24 -26 -27 -28 29 -30 -31
leaf_value=-0.0012597809283854935 -0.0014533932614614565 0.00031885323307672602 0.0012152389211631256 -0.0010380892079033342 0.00073337244250880969 -0.0014502367335212133 -0.0013307796946849032 -0.00087082773555658506 0.00033960861268717609 -0.0012552400438991481 0.0011111874549927217 -0.001549420926065613 0.0012423216809272608 -0.0014553434414441972 0.0014012151720107409 -0.001441789618586056 0.001607818407369465 -9.0027219108663529e-05 0.0015114640043775119 0.00083809948271287805 0.0014704250667055231 -0.00081412178717270777 -0.00076795437871929231 0.0013009233615937951 -0.00064483101513466545 -0.00077127045766079067 -0.00049443148720350436 -0.00041870030967343928 0.00065390476594755415 0.0011739643458032985
leaf_weight=1.0443614987889329 0.25229373178444792 2.3998830646742184 0.87143517762888212 0.70730634965002537 0.67409851145930666 1.2506543424096914 0.4193029487505554 1.6396663139457839 0.48497048020362887 2.1328387364046648 0.52601308515295553 0.39137666567694607 0.57911594700999769 0.31512512010522487 0.27374637685716141 0.81419174675828143 0.31570981652476171 1.0606652722344703 0.081207625567912944 1.8953726529143748 0.49594469496514459 0.78274560102727253 0.62083758413791645 1.3415325591340668 1.1647224660264326 0.60326992068439711 0.59438125370070327 0.45528611727058876 0.54951751546468519 1.0232492962386457
leaf_count=427 68 112 112 38 35 623 64 224 11 355 17 17 8 87 4 182 6 105 2 177 86 54 22 98 43 16 15 13 44 56
internal_value=0 -0.00033545 0.000247151 -0.000275469 -0.000379464 -0.000438604 7.35002e-05 -0.000584947 -0.000478081 -0.000959781 -0.000264916 -3.25718e-05 -0.00019301 -3.49458e-05 -0.000301074 -0.000487048 -2.74904e-05 0.000299421 -0.00126965 0.000138312 0.000191864 0.000101316 0.000216516 0.000325672 6.34511e-05 0.00038834 0.000749698 0.000232406 -0.000298304 0.000683534
internal_weight=0 17.1383 8.62254 16.0939 13.3586 12.6845 2.81919 9.86528 8.53342 2.61781 5.91561 4.27594 3.74993 3.35855 2.77944 2.50569 1.6915 1.37638 1.33186 7.7511 7.49881 7.00286 6.22012 5.59928 3.70391 2.53918 1.93591 2.73536 1.25682 1.47854
internal_count=3121 2430 691 2003 1852 1817 176 1641 1016 366 650 426 409 392 384 380 198 111 625 579 511 425 371 349 172 129 113 151 82 69
is_linear=0
shrinkage=0.00144388


Tree=404
num_leaves=31
num_cat=0
split_feature=31 2 401 1456 133 52 147 133 160 1 1374 131 158 157 51 9 42 16 376 394 11 13 4 15 48 0 3 151 42 16
split_gain=0.145068 0.139186 0.133505 0.134429 0.139396 0.161423 0.146516 0.142162 0.144359 0.15422 0.20692 0.195071 0.16987 0.150304 0.148661 0.147131 0.160792 0.134358 0.131725 0.138806 0.123139 0.167572 0.169644 0.371734 0.265624 0.175281 0.197687 0.120268 0.11581 0.112075
threshold=-1.0000000180025095e-35 0.17025000000000004 0.10076500000000001 -1.0000000180025095e-35 -0.25159999999999993 -0.53299999999999992 -1.0000000180025095e-35 0.18829500000000002 -0.40698999999999991 0.094385000000000011 -0.094929999999999987 0.087580000000000005 0.084765000000000021 -0.084489999999999996 0.09364500000000002 -1.0000000180025095e-35 -1.0000000180025095e-35 0.25084500000000004 0.088235000000000008 -0.079424999999999982 0.087830000000000005 -0.023499999999999997 0.033845000000000007 0.050935000000000008 0.11951500000000001 -0.17169499999999996 -0.10519499999999998 -0.033849999999999991 -0.094469999999999985 0.051380000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 27 29 -6 -7 8 17 10 -10 12 13 -12 15 -15 18 -8 19 -17 21 -11 23 -23 25 -24 -27 -2 -9 -5
right_child=1 -3 -4 4 5 6 7 28 9 20 11 -13 -14 14 -16 16 -18 -19 -20 -21 -22 22 24 -25 -26 26 -28 -29 -30 -31
leaf_value=0.0029351712736337848 0.0010306573514912102 0.0024298981225741225 -0.0027093384313137689 -0.0028836007062175636 -0.0029022381086574707 -0.0029511335290599129 -0.0025320076868553193 0.0018386506070493986 -0.0030046799930238738 0.0017315750904481494 -0.0029230267044486379 -0.0029294116942201695 -0.002928773983310976 -0.0030645601782404489 -0.0029332454994123527 -6.7824150738918235e-05 0.00072828824126083195 0.0029809607426107259 0.0028199671857479661 -0.0029205483331980844 -0.0009330549895148494 0.0022496751562832203 0.0023854917310632416 -0.0023554340762860404 -0.0027684793498382182 0.0019237456466961265 -0.0012152907658960846 -0.0029108175651171185 -0.0027782442569143123 0.00042309851219521138
leaf_weight=0.12983347108820353 0.08647670793288853 0.17341973933798804 0.17171283017523897 0.25733045113156094 0.15870614822778861 0.13514227548147317 0.27129120320750466 0.056107514988980256 0.19957688590510247 1.1361232155904879 0.12384067205128779 0.1827637909882468 0.14820953716116481 0.10026325657962143 0.11518576685921278 0.3316610081892577 3.4612392845375162 0.042768337909365073 0.073236902244389057 0.24997685851120977 0.36918023860198435 0.73602582685998674 0.2721484747016808 0.18288840772584081 0.2827471361379138 0.23707762177218739 0.57263795181643085 0.25687826854845575 0.23801979678683061 0.12839893694763305
leaf_count=86 27 67 162 155 174 20 165 13 38 236 78 123 93 2 37 86 513 2 4 198 45 84 42 19 24 33 46 259 266 24
internal_value=0 -0.00013898 -0.000181096 -0.000139377 -7.86821e-05 -1.07504e-05 3.74626e-05 8.05072e-05 0.000144519 0.000213445 -0.00012064 -3.84784e-07 0.000115898 0.000217179 0.000306959 0.000395477 0.000479759 -0.00178126 -0.000833806 -0.00129387 0.000653088 0.000824326 0.000372941 0.00133314 -0.000273643 0.000378387 -0.000296208 -0.00191813 -0.00189753 -0.00178289
internal_weight=0 10.751 10.5776 10.4059 10.0625 9.67682 9.51811 9.38297 9.08884 8.77478 4.98595 4.78638 4.60361 4.4554 4.33156 4.21638 4.11611 0.31406 0.654875 0.581638 3.78883 3.41965 2.28353 0.918914 1.36461 1.08186 0.809716 0.343355 0.294127 0.385729
internal_count=3121 3035 2968 2806 2520 2341 2167 2147 1868 1701 1172 1134 1011 918 840 803 801 167 288 284 529 484 248 103 145 121 79 286 279 179
is_linear=0
shrinkage=0.00289085


Tree=405
num_leaves=31
num_cat=0
split_feature=12 1 3 3 49 9 15 147 3 3 1 150 4 11 159 42 42 403 15 15 15 160 1 130 0 0 15 43 52 4
split_gain=1.16623 0.787408 0.632074 0.687484 0.845065 0.616523 0.657755 0.497521 0.541859 0.614725 0.609828 0.383047 0.401751 0.428462 0.455675 0.37653 0.468187 0.371525 0.587149 0.541695 0.432161 0.392167 0.321369 0.317408 0.348404 0.452948 0.821666 0.295361 0.289872 0.304846
threshold=0.084100000000000022 0.13075500000000004 0.10732000000000001 -0.097604999999999983 -0.23360999999999996 -0.036024999999999995 0.084050000000000014 0.089025000000000007 -0.0049599999999999991 0.31299000000000005 0.099400000000000002 0.084120000000000014 0.50822500000000004 0.088215000000000002 0.092630000000000018 0.095405000000000004 -0.11051499999999999 0.03138500000000001 0.088235000000000022 0.090615000000000015 -0.09551999999999998 0.032695000000000009 0.10781 -1.0000000180025095e-35 -0.066689999999999985 -0.12333499999999999 0.083935000000000023 -0.25681499999999996 -0.085984999999999992 0.033845000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 3 11 -5 -1 7 8 10 28 23 12 13 14 15 16 -2 20 -19 -20 21 22 -6 -7 25 -25 -27 -12 -10 -30
right_child=1 -3 -4 4 17 6 -8 -9 9 -11 27 -13 -14 -15 -16 -17 -18 18 19 -21 -22 -23 -24 24 -26 26 -28 -29 29 -31
leaf_value=0.0012686938837510654 -0.0012813266414136587 0.00068800253290243665 0.0004197745990201631 0.00071149373098942329 -0.0012366712756366747 -0.00090477300223447789 -0.00086394598932745933 0.0010582501945289211 -0.00066918589684622151 0.0008714819347029019 -0.00050519190919987673 0.00062740010415436739 0.00089612359504568143 -0.0012857621860623025 -0.0012687429975165223 -0.0011495325130399469 0.00037996645140824794 -0.0012401275927549616 0.00088887456713127109 -0.00078457744322913596 -0.001146806948911805 0.00077535721661558578 0.00050668489949836834 0.0006506307158209685 0.0007240961068558121 -0.0011340383356438252 0.0016462568022424598 0.0011819028085723851 0.00015879332954290507 -0.00034761474025696472
leaf_weight=0.6267909220187019 0.28856594348326448 0.96355689689517099 1.1448996555991477 0.55850606039165818 0.59625820838845711 0.41872503212653134 1.1140369429485861 0.76950455247424621 1.6605357379885397 0.85179523460101414 0.17228401824831951 0.76649700431153167 0.3739011981524526 0.7006797189824282 0.52391167718451459 0.37721885228529561 1.9426669769454705 0.70753708365373302 0.66220951173454501 0.50492216402199119 4.81022822385422 0.34224404068663716 0.21238643024116755 0.67909571202471863 1.2247072772588605 0.85887457884382457 0.19276192784309387 1.4240404312731696 3.3924249643459854 3.6599793923087418
leaf_count=89 37 55 20 12 100 18 123 63 89 93 8 34 17 70 43 19 118 132 31 76 1294 20 4 29 37 142 1 125 96 126
internal_value=0 -0.000377337 -0.00044807 -0.000522398 -0.000734832 8.41152e-05 3.88936e-05 0.000104612 5.41253e-05 -0.000115262 0.000380078 -0.000163846 -0.00030801 -0.000425469 -0.00023303 -2.5005e-05 0.000165111 -0.000837921 -0.00036538 0.000164909 -0.000986527 -0.000316626 -0.000778788 8.68761e-05 0.000227372 -0.000124121 -0.000624418 0.000999822 -0.000211728 -0.000104017
internal_weight=0 15.4762 14.5126 13.3677 8.39429 17.0456 16.4188 15.3047 14.5352 9.56474 4.97049 4.97344 4.20694 3.83304 3.13236 2.60845 2.23123 7.83579 1.87467 1.16713 5.96112 1.15089 0.808645 3.37416 2.95544 1.73073 1.05164 1.59632 8.71294 7.0524
internal_count=3121 2082 2027 2007 1669 1039 950 827 764 404 360 338 304 287 217 174 155 1657 239 107 1418 124 104 227 209 172 143 133 311 222
is_linear=0
shrinkage=0.00121699


Tree=406
num_leaves=31
num_cat=0
split_feature=39 42 42 10 1456 2 403 160 33 9 123 42 43 4 43 132 0 4 42 9 160 47 16 47 151 1 457 43 16 452
split_gain=0.148072 0.146899 0.158446 0.153677 0.161272 0.159226 0.170322 0.168044 0.154008 0.20141 0.153654 0.15838 0.185634 0.198836 0.154031 0.138105 0.129295 0.183531 0.209205 0.213621 0.213512 0.183111 0.158423 0.24604 0.12883 0.126669 0.123309 0.13781 0.128818 0.118169
threshold=0.16946000000000003 -0.11466499999999999 -0.106335 0.058500000000000003 -1.0000000180025095e-35 0.089775000000000008 -1.0000000180025095e-35 0.083670000000000008 -0.0066799999999999993 0.091600000000000015 0.087590000000000015 0.092145000000000019 0.0034250000000000005 -0.49013999999999996 -0.50216499999999986 0.081465000000000024 -0.11991499999999998 -0.083854999999999985 0.08623500000000002 -0.036024999999999995 -1.0000000180025095e-35 0.13148500000000005 -0.088159999999999988 0.13082500000000002 -0.081779999999999978 0.11955000000000002 0.51278000000000012 -0.079109999999999986 0.22339500000000004 0.085195000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 15 -3 4 29 6 -6 8 -8 16 11 12 13 -7 -13 24 -10 -18 19 -19 -20 22 -22 -24 -1 -16 27 -15 -29 -4
right_child=-2 2 3 -5 5 10 7 -9 9 -11 -12 14 -14 26 25 -17 17 18 20 -21 21 -23 23 -25 -26 -27 -28 28 -30 -31
leaf_value=0.0019609517253349538 0.0032318979234605217 0.0027062603349493333 -0.0031681443120878555 0.0026742453061165401 -0.0026577520132185523 -0.0029922006397308265 -0.0030677090688862869 -0.0023981119284564494 0.0011624469740746201 0.0034344633635669639 0.0025274516563124939 0.0022653834853506977 0.0015346557948586583 0.0011476790036837863 -0.0021921709943160429 0.002614467053055894 0.0012372997511490892 0.0032311230446973932 -0.0031272464104328082 -0.0030236106842042583 0.0026989601085257134 -0.0032574113895817653 -0.0030510700715611189 0.0035019445718154981 -0.0031837720158165448 0.0025446175700693709 0.0032245373186665211 -3.4327288204950328e-05 -0.0021429891265444959 0.0032554822599899563
leaf_weight=0.055667620719759725 0.12989218003349456 0.19982417614664783 0.26278805255423421 0.19057736892136823 0.36845119186909192 0.20811085958848696 0.1675016368972061 0.3686097158861229 0.55729643444646737 0.16311030040378671 0.27124694222584356 0.10917876427993178 0.9845496099515002 0.8644047489797243 0.61811925363144826 0.059889030468184501 0.43889782304176717 0.059679287165628869 0.18070158857153729 0.58151160109995281 0.35743604892923031 0.098888751119375229 0.15170609460619744 0.090774640440940857 0.36187616815004631 0.061529207043349743 0.12667218234855671 2.2223534191289223 0.32977599547302805 0.031823970377445221
leaf_count=17 23 20 267 68 474 99 17 117 46 15 105 6 151 228 260 16 95 19 120 278 47 7 101 1 136 17 10 311 49 1
internal_value=0 -0.000150208 -6.92702e-05 -0.000125487 -0.000180635 -0.0001086 -0.000630179 -0.000397892 -0.000138964 4.40844e-05 0.000213977 0.000100392 0.000317948 -1.38213e-06 -0.00120574 -0.00185658 -0.000175633 -0.000556175 -0.0010738 -0.00244145 -7.67387e-05 0.000712081 0.0013664 -0.000597896 -0.00249787 -0.00176335 0.000174284 6.11923e-05 -0.0003068 -0.00247426
internal_weight=0 10.543 10.0655 9.8657 9.67512 9.38051 3.58457 3.21611 2.8475 2.68 5.79594 5.52469 4.73587 3.75132 0.788827 0.477433 2.51689 1.9596 1.5207 0.641191 0.879507 0.698806 0.599917 0.242481 0.417544 0.679648 3.54321 3.41653 2.55213 0.294612
internal_count=3121 3098 2929 2909 2841 2573 1337 863 746 729 1236 1131 848 697 283 169 714 668 573 297 276 156 149 102 153 277 598 588 360 268
is_linear=0
shrinkage=0.00314835


Tree=407
num_leaves=31
num_cat=0
split_feature=39 42 42 2 10 1456 42 376 1456 1366 33 42 1 156 159 2 1 2 151 151 4 42 4 49 132 455 43 3 402 1375
split_gain=0.133146 0.133031 0.170558 0.142298 0.138491 0.140642 0.148724 0.168187 0.173627 0.143834 0.149075 0.145212 0.151521 0.150417 0.168581 0.135608 0.160871 0.130583 0.127315 0.125992 0.147254 0.148114 0.207257 0.129859 0.122865 0.121075 0.138961 0.118634 0.118716 0.116246
threshold=0.16946000000000003 -0.11051499999999999 -0.106335 0.17025000000000004 0.058500000000000003 -1.0000000180025095e-35 -1.0000000180025095e-35 0.048375000000000008 0.075120000000000006 -1.0000000180025095e-35 -0.0066799999999999993 0.092145000000000019 0.122185 0.091255000000000017 0.11728000000000001 0.092235000000000025 0.094715000000000008 0.092365000000000017 -0.081779999999999978 -0.5145249999999999 0.24564500000000003 0.091295000000000015 0.11275500000000001 0.10247500000000002 0.081465000000000024 0.081825000000000009 -0.50216499999999986 0.013900000000000001 -0.50169499999999989 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 18 -3 4 5 -4 15 8 9 -8 -11 13 25 19 -15 27 17 -17 -1 -12 21 22 23 -21 -20 26 -13 28 -7 -22
right_child=-2 2 3 -5 -6 6 7 -9 -10 10 11 12 -14 14 -16 16 -18 -19 24 20 29 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0022770621317075089 0.0034420649525660468 0.0033135211101283828 -0.0026384447607908359 0.0033946799521583537 0.0027618472624724283 0.0020470149044832259 -0.00271077981687666 0.0021863061634499591 -0.0033797900069703762 -0.0032313107867939965 -0.00339723231228482 0.0016317126272553082 0.0013822680632366163 -0.0022873138140453533 0.0028707274496349963 0.003547592358466353 0.0033771420293853679 -0.002533097480676939 -0.0033812048545275078 0.00025037026441764829 -0.0012405148396059011 0.002996057728426189 -0.0023801378024914731 0.0024664535864607744 0.0022329514539354547 0.0024491607136124865 -0.0022571451055997597 0.0034371252824145293 -0.0032356110196728378 0.0026347415042358691
leaf_weight=0.069545579608529806 0.11780714002088721 0.165648243855684 0.26642517498111296 0.12789815316500686 0.17797852979856621 0.052962062894948758 0.22052769307628128 0.37620739416161075 0.1798317429202142 0.15352221863576065 0.091095637442771493 0.11812082392862056 0.26607397271436628 0.41747244917496562 0.086412771765026264 0.049734391272068024 0.12162469838222023 0.20188752758258488 0.34174627483298436 3.5370227718376914 0.10309070500079542 0.22947356855729584 0.31933591770939518 0.32633392147545226 0.05056139180669561 0.082722195540554821 0.85757474022830127 0.037329433485865593 0.52002435002941094 0.57685320192831557
leaf_count=19 23 10 267 50 68 18 49 119 219 17 34 12 33 138 22 1 30 177 144 604 12 23 19 41 16 18 403 2 415 118
internal_value=0 -0.00015218 -6.7946e-05 -0.000126923 -0.000174994 -0.00023186 -0.000160021 -7.31987e-06 -0.000116402 -3.69424e-05 4.5353e-05 0.000117097 -0.00088528 0.000350545 -0.00140275 -0.00139299 0.00020303 -0.00133122 -0.00191458 0.000520991 0.000591087 0.000366692 0.000222438 0.000437561 -0.00265764 -0.00145532 -0.00178635 -0.00236906 -0.00274733 0.00204719
internal_weight=0 10.125 9.66318 9.49754 9.36964 9.19166 8.92523 7.94167 7.56546 7.38563 7.1651 7.01158 1.32449 5.68709 0.503885 0.983562 0.373247 0.251622 0.461853 5.18321 5.09211 4.41217 4.18269 3.86336 0.392308 1.05842 0.975696 0.610316 0.572986 0.679944
internal_count=3121 3098 2919 2909 2859 2791 2524 1881 1762 1543 1494 1477 466 1011 160 643 208 178 179 851 817 687 664 645 160 433 415 435 433 130
is_linear=0
shrinkage=0.00336138


Tree=408
num_leaves=31
num_cat=0
split_feature=14 3 124 38 1456 3 1213 124 39 13 1366 0 43 52 14 1374 133 13 129 3 9 48 13 13 49 13 43 4 0 403
split_gain=0.126509 0.159264 0.166353 0.157952 0.151632 0.155268 0.173355 0.141816 0.13601 0.183726 0.135452 0.147064 0.188909 0.159973 0.149838 0.142775 0.174452 0.137266 0.1692 0.130376 0.120983 0.119415 0.131586 0.121152 0.151234 0.145371 0.116875 0.108691 0.158847 0.106437
threshold=0.076175000000000007 0.30112000000000005 -0.043384999999999993 0.095410000000000009 0.075120000000000006 -0.10519499999999998 -1.0000000180025095e-35 -0.24044499999999999 0.16946000000000003 0.18141000000000002 -1.0000000180025095e-35 -0.10011499999999998 -0.17390999999999998 -0.092399999999999982 -0.073394999999999974 -0.094929999999999987 -0.088669999999999985 -0.061684999999999997 0.092550000000000007 -0.084074999999999997 -1.0000000180025095e-35 0.092805000000000012 -0.063184999999999977 -0.084034999999999985 -0.14750499999999997 -0.084319999999999992 -0.0037449999999999996 0.052250000000000012 -0.10224499999999999 0.092070000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 -4 -7 -3 9 10 -8 13 -13 -12 -14 -15 -17 19 20 -16 -19 22 23 25 -25 26 -21 -18 -29 -20
right_child=-2 7 4 -5 -6 6 8 -9 -10 -11 11 12 14 15 17 16 27 18 29 21 -22 -23 -24 24 -26 -27 -28 28 -30 -31
leaf_value=0.0017790912070091501 -0.0020150340864905076 -0.0028275543825884049 0.00056769372644471881 -0.0029605065885773612 -0.0029487177827461387 -0.0029401306886491364 -0.00297420610660111 0.0029482972347418543 0.0029964442074946677 -0.0029380252057030075 -0.0023218904413989591 0.0022896100923869619 0.0023022758199598733 -0.001169485205333093 -0.0029434205419579858 -0.0019873357542871859 0.001774734517867722 0.0029908533992050916 -0.0029434618035317881 -0.0029628872707483807 -0.0026904282837989218 0.0018596596653997601 0.0030352891051243927 0.0030684242226792511 -0.0028184186761203594 0.0024864412932938816 -4.6496878254435265e-05 -7.8356555047578679e-05 0.0025198458958164368 0.0026102078670410481
leaf_weight=0.60443573931115224 0.28548118633625641 0.04286007082555443 1.961313168620104 0.067201730780652724 0.17050771960202915 0.21880865284765061 0.1521159151161483 0.24888536390790328 0.10682307192473661 0.22577414274564933 0.18835586510249447 0.17708911935914917 0.12460169394034437 0.39036186062730927 0.16617141323512963 0.18492284454987507 0.87871979031478398 0.033707771042827517 0.041680786358483601 0.15508271675935248 0.74002762301828129 0.20738811924820777 0.082642745357592529 0.042256981134411786 0.3359270700093504 0.1472098902449912 0.49684723345853854 1.0250414518814079 0.25218143261736115 0.10310367814963683
leaf_count=207 101 2 309 24 231 435 45 128 23 32 19 17 24 17 137 40 69 3 66 119 504 47 7 1 335 9 50 103 10 7
internal_value=0 -3.38251e-05 -0.000100899 0.00130486 -0.000210575 -0.000155246 -0.000374166 0.00209977 -0.000284449 -0.000341425 -0.000242488 -0.000170513 -0.000643959 0.000292256 -0.000838047 0.000472538 0.000746361 -0.00099137 -0.00189842 -0.000481341 -0.00244292 -0.000202521 -0.000541952 -0.000793058 -0.00216064 -0.000145864 -0.000740255 0.00098084 0.000434646 0.00101141
internal_weight=0 9.57205 9.2803 0.671637 8.60866 8.43816 6.47684 0.291745 6.25803 6.15121 5.92544 5.77332 2.85374 2.91958 2.67665 2.73123 2.34087 2.55205 0.91852 1.63353 0.773735 1.46735 1.25997 1.17732 0.378184 0.79914 0.65193 2.15594 1.27722 0.144784
internal_count=3121 3020 2890 231 2659 2428 2119 130 1684 1661 1629 1584 1326 258 1309 239 222 1285 580 705 507 568 521 514 336 178 169 182 113 73
is_linear=0
shrinkage=0.00293276


Tree=409
num_leaves=31
num_cat=0
split_feature=1 150 484 4 39 16 1 0 4 0 52 49 49 1375 1374 52 48 50 42 47 4 15 15 15 151 1212 48 3 0 43
split_gain=0.567294 0.431089 0.424801 0.401401 0.434171 0.357798 0.314555 0.313551 0.380797 0.379772 0.366793 0.350375 0.425633 0.292098 0.337131 0.291932 0.2757 0.25919 0.285223 0.263503 0.269529 0.264552 0.24163 0.450712 0.399826 0.394078 0.220477 0.345366 0.321764 0.212585
threshold=0.094385000000000011 0.080470000000000014 -0.0068949999999999992 0.51303500000000013 0.16946000000000003 0.071345000000000006 0.14000500000000002 -0.060129999999999996 -0.49405499999999997 -0.10011499999999998 0.10347000000000002 0.0065400000000000015 -0.088694999999999982 -0.43996499999999994 0.093750000000000014 0.11434500000000002 0.14174500000000004 0.11392500000000001 -0.11051499999999999 0.087885000000000019 -0.034939999999999992 0.050935000000000008 0.088235000000000022 0.088655000000000025 0.13982000000000003 -0.50120999999999993 0.086260000000000017 0.084940000000000015 -0.10224499999999999 -0.083134999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 -1 4 5 6 16 9 10 11 -9 12 -4 -3 -15 -10 17 18 -2 20 21 -20 29 -24 25 -25 27 28 -14 -11
right_child=1 13 7 -5 -6 -7 -8 8 15 22 -12 -13 26 14 -16 -17 -18 -19 19 -21 -22 -23 23 24 -26 -27 -28 -29 -30 -31
leaf_value=-0.0014958830815389275 -0.0013696710361618643 -0.00080292899638294659 -0.001289657213483423 0.0012981688557967819 0.0015982782339284448 -0.00084389223957102128 0.0013957161823053392 -0.0012689449002219557 0.00078002809754269277 -0.00054954729214003217 0.00043836658527558856 -0.0014212305326652612 -0.00029962530724211671 0.0011128225726819128 -0.00094822775725149269 -0.0007693567199598835 -0.0013187245266045396 -0.00098603854804411124 0.00055094497815406549 -0.00019159482805027056 0.00096489888039172215 -0.0015365496975397084 0.001244004947928848 0.0012815980038078463 0.0015736638723717292 -0.001357865534174488 -0.00045938423683169094 0.0012756126823634565 0.0012081098402990165 -0.0013791391821713391
leaf_weight=0.65039457252714683 0.25982407387346063 0.24535299954004619 0.45201593084493685 0.47527772578177963 0.31194593338295806 1.4468228120240381 0.3285151877789757 0.65497880848124646 1.6611486820620509 1.2874558568873888 0.47954717418178916 0.39068181166658167 1.2372646002331755 1.7956997121800666 0.19341759011149395 0.31892171455547202 0.37896116822957981 0.51760342041961838 0.34714394184993524 1.6761165693169457 1.3774040181888256 0.21710554551100358 0.34381373034557317 0.14392352930735774 0.15164817124605168 0.91985065952758305 0.74181112751830358 0.78314536029938597 0.4161558154737558 1.4394009446550646
leaf_count=397 6 5 28 113 10 190 45 43 115 289 18 80 86 212 10 31 19 70 24 83 112 44 34 8 3 394 35 23 8 586
internal_value=0 0.000153648 -0.000329872 -2.00762e-05 -0.000111388 -0.000192818 -8.21095e-06 -0.000263476 0.000137887 -0.000413958 -0.00054729 -8.65278e-05 5.71052e-05 0.00072406 0.00091241 0.000530475 -0.000104817 -1.51609e-07 0.00013145 0.000239259 0.00061119 -0.000252258 -0.000721143 -0.000255402 -0.000679548 -0.00100076 0.000248636 0.000464193 7.98624e-05 -0.000987456
internal_weight=0 9.57119 12.0722 7.33672 6.86144 6.5495 5.10267 11.4218 3.1146 8.30717 1.13453 4.02107 3.63039 2.23447 1.98912 1.98007 4.77416 4.3952 3.87759 3.61777 1.94165 0.564249 4.28609 1.55924 1.21542 1.06377 3.17838 2.43657 1.65342 2.72686
internal_count=3121 943 2178 716 603 593 403 1781 207 1574 61 260 180 227 222 146 358 339 269 263 180 68 1314 439 405 402 152 117 94 875
is_linear=0
shrinkage=0.00148328


Tree=410
num_leaves=31
num_cat=0
split_feature=1 12 15 3 49 150 1374 0 14 4 0 1 15 47 3 42 15 15 52 403 48 51 51 2 0 40 151 4 159 151
split_gain=0.975 0.556277 0.511595 0.476312 0.350032 0.348977 0.423661 0.338935 0.327327 0.317575 0.509698 0.502357 0.442658 0.334105 0.315471 0.346924 0.331006 0.497971 0.34643 0.30728 0.301461 0.510218 0.351752 0.497372 0.301921 0.326131 0.271555 0.399035 0.266148 0.274471
threshold=0.10752500000000002 0.084100000000000022 0.084050000000000014 0.10732000000000001 -0.14917999999999998 0.11740500000000002 -0.094929999999999987 -0.014954999999999998 -0.10708499999999999 -0.46376499999999993 0.024095000000000002 1.0000000180025095e-35 0.083935000000000023 0.077555000000000013 -0.097604999999999983 -1.0000000180025095e-35 0.088235000000000022 0.091915000000000011 0.090245000000000006 -1.0000000180025095e-35 0.12879500000000002 0.12808000000000003 0.13640000000000002 0.11411 -0.10324499999999999 0.051255000000000002 -0.086654999999999982 0.0061450000000000003 -0.50206999999999991 -0.50641499999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 4 -3 6 -1 20 -8 -10 11 12 -11 26 15 -6 28 18 19 -18 22 -22 23 24 -2 -26 -13 -28 -16 -30
right_child=7 3 -4 -5 14 -7 8 -9 9 10 -12 13 -14 -15 16 -17 17 -19 -20 -21 21 -23 -24 -25 25 -27 27 -29 29 -31
leaf_value=-0.0011590602697598624 0.00042448178508929738 0.0003333932699295103 -0.0011093602189606077 0.00036303549866021229 -0.0011323853607308216 0.0011137568675678351 -0.0011004268941491142 0.0010170595521498567 -0.00055959549665149833 -0.00085669458632415044 0.0010667461939256626 0.0010832101478877234 0.0012962972000443208 -0.00027185700069831198 0.00063389328040335219 -8.396666711254667e-05 -0.0011000938186489294 -0.0011007254242067497 -0.0011068648090594964 0.00071644995608194243 -0.00099378485506033021 0.00035534043861679712 -0.00084161208966537456 0.00089436690941877516 -0.00053626287706853696 0.00095558061605519615 -1.7860135215953399e-05 0.00093033634373468951 0.0003197335592325266 -0.0011095481652850521
leaf_weight=0.35531214298680414 1.7788813661318266 0.5762631600373459 0.47720818454399694 0.87430167291313399 0.45451833656989071 0.35961856064386655 0.27680337766651053 0.66662965819705178 0.74443477264139701 0.93186122801853943 0.71609592763707031 0.6191177904838695 0.13075506687164307 1.0873661442892624 0.12168687436497228 2.2803158984752399 0.13252636062679812 0.65276999567868177 0.22136128670535982 0.71539446368115001 0.6205844141077248 0.73551667598076165 0.29329250496812154 1.579100656090304 1.0254037228878594 0.21239915175829072 1.7383877169340856 0.76852186338510353 0.17190817440860362 2.6214584585395491
leaf_count=17 69 27 110 19 111 26 27 117 64 168 34 45 1 32 25 161 76 353 64 54 27 35 19 196 114 13 88 26 14 989
internal_value=0 -0.000213637 -8.26867e-06 -0.000404642 -0.000489086 5.97219e-05 8.28098e-06 0.000274352 6.74212e-05 0.000115408 0.000199268 8.15274e-05 -0.000591769 0.000251332 -0.000553379 -0.00025821 -0.000727462 -0.000346554 0.000113848 0.000432532 0.000195074 -0.000262052 0.000321868 0.000396119 0.000135308 -0.000280272 0.00043332 0.00027282 -0.000952481 -0.00102159
internal_weight=0 17.028 8.20548 8.8225 7.9482 7.72827 7.36866 6.91181 7.01334 6.73654 5.99211 5.27601 1.06262 4.21339 7.37194 2.73483 4.63711 1.72205 1.06928 0.847921 6.24518 1.3561 4.88908 4.59578 3.01668 1.2378 3.12603 2.50691 2.91505 2.79337
internal_count=3121 2531 638 1893 1874 528 502 590 485 458 394 360 169 191 1847 272 1575 547 194 130 473 62 411 392 196 127 159 114 1028 1003
is_linear=0
shrinkage=0.00109578


Tree=411
num_leaves=31
num_cat=0
split_feature=4 151 48 15 158 403 484 52 50 4 50 1213 49 15 15 0 0 43 151 48 13 457 0 13 403 160 0 16 4 47
split_gain=0.713428 0.618509 0.534009 0.505729 0.449972 0.416938 0.573972 0.533181 0.460995 0.415684 0.388948 0.383581 0.387782 0.526603 0.380938 0.369402 0.355275 0.327616 0.390083 0.349564 0.463006 0.424381 0.495865 0.32219 0.376858 0.357469 0.356868 0.732513 0.288133 0.272988
threshold=0.27834500000000006 -0.27559499999999998 0.016865000000000002 -0.14147499999999996 0.085900000000000018 -1.0000000180025095e-35 0.073690000000000019 -0.43320999999999993 0.10124500000000002 0.24564500000000003 0.11875500000000001 -1.0000000180025095e-35 -0.006494999999999999 0.095175000000000023 -0.0058549999999999991 -0.13455999999999999 -0.11756999999999999 -0.050459999999999998 0.056735000000000001 0.085700000000000012 -0.14179999999999995 0.10259500000000001 -0.074229999999999977 -0.094514999999999988 0.10301500000000001 -0.22361499999999998 -0.077999999999999986 -0.056919999999999991 -0.42529999999999996 0.096475000000000019
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 4 9 5 6 -1 -7 11 -4 29 -9 14 15 -13 -14 -17 -5 19 -19 -21 22 -22 -18 25 -25 27 -27 -28 -3
right_child=1 10 3 17 -6 7 -8 8 -10 -11 -12 12 13 -15 -16 16 23 18 -20 20 21 -23 -24 24 -26 26 28 -29 -30 -31
leaf_value=-0.0016054142935445963 -0.0015058664522411465 0.0012745035344331442 -0.0012882802221326907 0.00086227068857182287 -0.0016244405654457876 -0.0016138834879068501 0.00050171181013549098 -0.0016052295044320236 -0.0016103165294089445 0.0016955540853437166 -0.00090795465087422603 -0.0014118537300732814 0.0011184014418196123 -0.0014437634248793065 -0.00011739849013749501 -0.0016979940313580216 0.00082850529753076814 0.0012907147538943598 -0.00097374278097136059 0.0014244711266071094 -0.0014826201692793748 0.00086782306813209989 0.00037678579424436654 -0.0016460381660759551 -0.0016571045717546143 0.00035071258325319085 -0.00026341160976418821 -0.0015788314790927823 0.00093146332550370114 0.00011493945981324051
leaf_weight=1.3162637220521034 0.33574881358072195 1.9802335054264402 0.91043306596111484 1.8330561008770017 0.7407509190670688 0.68974712654017167 0.43779870256548736 0.4176842538872706 0.54157051860238503 0.1364330630749464 0.31215456686913956 0.93118255957961116 0.99539961060508719 0.52159538259729821 1.5222145942971081 0.27407383359968296 1.4226946437265695 0.69733629724942092 0.76681561837904144 0.48345800861716348 0.9192606643191541 0.56931943632662285 0.60394587030168578 0.28651664184871783 0.33664478454738844 1.5548279443755706 0.71195356175303492 0.73700184997869667 1.8341487066354711 0.69776674034073938
leaf_count=585 15 279 147 208 210 237 26 159 192 3 14 103 33 133 62 10 35 17 29 40 77 10 41 25 30 113 36 127 93 32
internal_value=0 0.000545716 -0.000246011 0.000121356 -0.000412472 -0.00035069 -0.00107949 -0.00025064 -0.000172849 -0.000899411 0.000776078 -0.000105424 -4.91308e-05 0.000109127 -0.000608707 0.000208471 8.19327e-05 0.000303303 4.96927e-05 0.000289445 1.83947e-05 -0.000306466 -0.000745372 0.000152799 -2.32319e-05 8.41035e-05 0.000186568 -0.000269786 0.000597347 0.000972373
internal_weight=0 3.3259 22.1921 6.92006 15.2721 14.5313 1.75406 12.7773 12.0875 1.04687 2.99015 11.5459 11.1283 8.67486 2.4534 8.15326 7.15786 5.87319 4.04014 3.27332 2.57598 2.09253 1.52321 6.88379 5.46109 5.12445 4.83793 2.29183 2.5461 2.678
internal_count=3121 340 2781 572 2209 1999 611 1388 1151 150 325 959 800 635 165 502 469 422 214 185 168 128 118 459 424 394 369 240 129 311
is_linear=0
shrinkage=0.00159416


Tree=412
num_leaves=31
num_cat=0
split_feature=1 0 0 4 52 52 52 14 49 159 151 1447 133 43 12 47 52 15 48 159 1 43 160 43 3 403 403 15 3 456
split_gain=0.98172 0.546828 0.718066 0.557299 0.613113 0.54648 0.520915 0.460013 0.468826 0.444588 0.428553 0.41293 0.37339 0.380835 0.384387 0.405168 0.377771 0.322892 0.370821 0.399262 0.29337 0.433127 0.329171 0.274222 0.547521 0.446032 0.395528 0.280975 0.384428 0.270766
threshold=0.10060500000000001 -0.060129999999999996 -0.10011499999999998 -0.49405499999999997 0.10347000000000002 0.11434500000000002 -0.43320999999999993 0.062655000000000016 0.0065400000000000015 0.092630000000000018 -0.5145249999999999 -1.0000000180025095e-35 -0.40071499999999999 -0.40263499999999991 -1.0000000180025095e-35 0.13148500000000005 0.13796000000000003 0.035560000000000008 0.12879500000000002 0.11639500000000001 1.0000000180025095e-35 0.15359500000000004 0.086870000000000017 -0.083134999999999987 -0.084074999999999997 0.092070000000000013 0.097240000000000007 0.083935000000000023 -0.076669999999999988 0.089955000000000021
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 7 4 -3 9 -2 8 20 -5 -8 -12 -13 -14 -15 16 17 18 19 29 21 -1 -22 24 -4 -25 -27 28 -26 -16
right_child=6 3 23 5 -6 -7 10 -9 -10 -11 11 12 13 14 15 -17 -18 -19 -20 -21 22 -23 -24 25 27 26 -28 -29 -30 -31
leaf_value=-0.0010587729357471286 -0.0013297060727248216 -0.0012140680795578083 -0.00099232080882682267 0.0010059340604475287 0.00044473805628103828 -0.00075399681038670755 -0.0012334270137779146 -0.0013445358033642673 -0.0010834395337418179 -0.00048489643707851435 -0.00099777306481950369 -0.0011590057994153974 -0.00093144593733839607 0.001030871885638046 0.0012199844998464033 -0.00052016814265149641 -0.00034029369016432335 -5.9717011634018589e-05 -0.00043863480746390095 -0.00027149396377190396 0.00056344796012398521 0.00062742404551140065 -0.00031026570541915549 -0.0012492853484987272 -0.0013406359072278731 0.001389690359951476 -0.00069677347301334716 0.0011594292494000531 0.00079677092460155897 -3.7873984182381555e-05
leaf_weight=0.74036369868554419 0.3630809229798605 0.93957711663097121 1.2639396574231798 1.8622338711866211 0.66181389149278402 0.53584890725323919 0.31513737235218187 0.4947702622739597 0.63229720614617679 0.42887974553741504 0.390257279388602 0.26350217685103139 0.34109003795310577 1.8070857200073032 2.7442616201005987 0.82753179408609856 0.85829120338894416 1.001189040020108 0.39111239276826371 0.43231844017282117 2.5856337802251805 0.4138766840333119 1.0593288792297242 2.8202377613342802 0.29213164816610515 0.21665908442810167 0.58817422401625663 0.40737894427729771 0.29445015511010098 0.33459283062256862
leaf_count=54 97 82 365 118 18 35 16 81 92 27 35 16 15 268 167 30 45 37 8 31 81 20 27 1084 69 4 136 24 18 21
internal_value=0 -0.000301913 -0.000450262 9.36956e-05 -0.000528526 0.000446166 0.000222746 -0.00012593 -1.49241e-05 0.000726861 0.000280818 0.000331631 0.00038927 0.000435962 0.000491511 0.000343594 0.000467651 0.000609072 0.00078066 0.000916478 0.000125853 -0.000454152 0.000309522 -0.000776981 -0.000415846 -0.00100192 -0.000135103 0.00031721 -0.000267708 0.00108329
internal_weight=0 16.2376 11.8092 4.42835 1.60139 2.82696 10.0695 5.92627 5.4315 2.29111 9.70637 9.39123 9.00098 8.73747 8.39638 6.5893 5.76177 4.90347 3.90229 3.51117 4.7992 1.15424 3.64496 5.88297 2.2579 3.62507 0.804833 0.993961 0.586582 3.07885
internal_count=3121 2335 2055 280 100 180 786 355 274 145 689 673 638 622 607 339 309 264 227 219 182 74 108 1700 476 1224 140 111 87 188
is_linear=0
shrinkage=0.00132011


Tree=413
num_leaves=31
num_cat=0
split_feature=1 52 0 160 47 15 48 1 50 3 13 4 43 2 40 4 12 15 403 15 150 9 157 3 12 4 16 133 0 16
split_gain=1.14143 0.658902 0.641973 0.567335 0.563501 0.587571 0.709252 0.65804 0.596321 0.513011 0.40485 0.354423 0.523149 0.460644 0.348844 0.335281 0.322503 0.314742 0.417507 0.373153 0.4274 0.413411 0.324812 0.308527 0.436102 0.41872 0.508257 0.400688 0.393643 0.489289
threshold=0.094385000000000011 -0.43320999999999993 -0.060129999999999996 -0.40698999999999991 0.096300000000000011 0.035560000000000008 0.12879500000000002 0.11146500000000002 0.11843500000000001 0.090900000000000009 -0.080759999999999985 -0.49405499999999997 -0.45785999999999999 0.12437500000000001 -1.0000000180025095e-35 0.40124500000000002 0.089795000000000014 -0.0063699999999999989 -1.0000000180025095e-35 -0.094549999999999981 0.083250000000000005 0.091600000000000015 -0.080544999999999992 -0.084074999999999997 0.091930000000000012 0.0061450000000000003 -0.083539999999999989 0.15630500000000003 -0.084269999999999984 -0.15012499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 9 -3 5 6 8 -7 -5 15 16 12 -4 -13 -14 17 -6 19 22 20 21 -1 -19 27 25 26 28 -20 29 -25
right_child=1 3 11 4 10 7 -8 -9 -10 -11 -12 13 14 -15 -16 -17 -18 18 23 -21 -22 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=-0.0010067399300295017 -0.0011311366267409144 -0.00098070564647269754 0.00060787046784146451 0.00078572734572573413 0.00090888230770954932 -0.00095265690268056785 -0.00064306217885431354 0.00042247743572076387 -0.00065813395359972857 0.00016571211132603508 -0.00036963098261366846 0.00049485583407811603 0.00017002248679864136 -0.00078703882693312299 -0.0011890591607935396 0.001159370494508622 -0.00032589349287787816 0.0011713786931261282 -0.00090843502643225425 -0.001106506063354984 0.00026646236328581156 0.00059119263782332664 -0.0011249752691724654 0.0012352801231742285 -0.0011469704937576435 0.00094191520813119835 -0.00074308630297722578 0.00044712261236080306 0.0011024479584900049 -0.0011479180612557049
leaf_weight=1.4035292438929903 0.48587688675615837 0.49096867057960381 0.49381489679217327 5.3835454151267168 0.69821518799290083 0.75109851092565794 0.54925897158682335 1.0442753352690486 0.38477342040278006 1.5490820513805363 2.5011145301396018 2.3889337740838559 0.34053332917392243 0.41273210966028262 0.78062577242963005 0.14610849879682142 0.4285417627543211 0.08315391093492297 1.2467794220428912 2.1630390458158226 0.70752896135672916 0.2376864906400441 1.1041539717116411 0.16735751181840897 0.36108315113233391 0.65243823546916235 0.8436729015083978 0.35077835572883476 0.5280718104913833 0.30572705646045506
leaf_count=240 119 34 9 470 35 75 10 42 21 48 118 104 8 62 65 5 19 2 207 595 18 3 538 2 85 13 95 13 18 48
internal_value=0 0.000148499 -0.000299576 0.000199329 0.000248675 0.000412822 0.000573568 -0.000152813 0.000689415 -0.000435466 -0.000118404 6.5028e-05 -0.000353031 0.000306011 -0.000776261 -0.000525871 0.000439258 -0.000550118 -0.00037374 -0.000770728 -0.000461498 -0.000775322 -0.000964149 -0.000216421 3.99653e-06 0.000170416 -0.00010243 -0.000610793 0.00043745 -0.000304842
internal_weight=0 12.7177 16.2668 12.2318 11.7408 8.11295 6.31758 1.79537 5.76832 11.8502 3.62787 4.41664 1.61497 2.80167 1.12116 10.3011 1.12676 10.155 5.64322 4.51178 2.34874 1.64122 1.18731 4.45591 2.85835 2.49727 1.84483 1.59756 1.00116 0.473085
internal_count=3121 943 2178 824 790 618 501 117 491 1930 172 248 82 166 73 1882 54 1877 1021 856 261 243 540 481 261 176 163 220 68 50
is_linear=0
shrinkage=0.00112046


Tree=414
num_leaves=31
num_cat=0
split_feature=1 123 3 3 457 13 2 12 15 11 0 52 403 9 11 13 47 3 52 0 12 2 15 1 402 51 48 1 13 9
split_gain=1.03938 0.579713 0.645875 0.53962 0.532062 0.533735 0.476097 0.470018 0.471029 0.468967 0.421539 0.386675 0.376984 0.334314 0.33345 0.486063 0.376493 0.527314 0.545133 0.419209 0.332216 0.323386 0.349196 0.389649 0.322645 0.306958 0.529064 0.420829 0.296487 0.275317
threshold=0.104035 1.0000000180025095e-35 -0.11255999999999998 0.090900000000000009 0.082380000000000009 -0.42195999999999995 0.14753000000000002 0.092355000000000007 0.088235000000000022 0.081790000000000015 -1.0000000180025095e-35 0.19022000000000003 -1.0000000180025095e-35 -0.036024999999999995 0.090920000000000015 -0.076599999999999988 0.10621500000000002 0.12178000000000001 -0.24456499999999998 -0.10836499999999999 0.086850000000000024 0.10803500000000001 0.040760000000000005 0.077845000000000011 -0.50169499999999989 0.081440000000000026 0.086125000000000021 0.077565000000000009 -0.42195999999999995 0.091600000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 9 7 5 -5 10 8 13 21 11 14 -10 -4 15 28 17 18 -17 -18 -14 22 23 -1 -9 29 27 -27 -2 -15
right_child=6 -3 3 4 -6 -7 -8 24 12 -11 -12 -13 20 25 -16 16 19 -19 -20 -21 -22 -23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=-0.00025675238314035989 5.7743473847830405e-05 0.00056210267158529701 0.0016632429904859043 0.00051102133248914316 0.00089642740566127387 -0.0010566167685145732 0.0012882254521560154 0.00087573595460267435 -0.0015566051917352253 -0.0011876232284062185 0.0012383811840662449 -0.00087870612916770587 -0.0012028391154802474 -0.0011402856821285847 -0.00087613062239265546 -0.0008605606016408371 -0.0015781282810209208 -0.00076364249582724182 0.0010524651846737598 -2.1453679675114231e-05 0.00063496356259385095 0.0013381408841367382 -0.001183577556743686 0.0011456273029851517 -0.0015694922722217118 -0.0015742478910003004 -0.0016650442785296081 0.00099390091108168778 0.0013555005595644273 0.00037942517548260021
leaf_weight=1.0323866971302851 0.63172206829767663 1.4709842946613196 0.12800789810717539 0.83317985152825791 0.99011033074930299 1.3863112764665846 0.94697705993894565 0.1380828351248059 0.298152397910599 0.53919071680866171 0.76345123257487735 0.97682978538796295 0.28254679962992657 4.541928721009751 0.68246289016678918 0.43839368270709944 0.62745583662763227 0.79083602875471104 1.9205789666157238 1.2214761523064224 1.4210861407918853 0.65903715509921301 0.411678235977888 0.87889366946183134 2.0327917845570473 0.19396305270493008 0.41030322783626616 0.72199833183549345 1.2695403846446405 0.30481323041021813
leaf_count=43 44 95 3 16 30 81 112 12 127 75 121 54 42 932 22 31 21 17 114 47 122 16 67 40 615 64 19 23 108 8
internal_value=0 -0.000370601 -0.000450347 -0.000602493 -4.71912e-05 -0.000468138 0.000242478 -0.000772662 -0.000604987 0.000140888 0.000136254 3.79492e-05 4.91431e-05 -0.000812799 0.00015604 0.000258129 4.75144e-06 0.00033023 0.000696947 -0.000549729 0.000330165 0.000381103 0.000109586 0.000388126 -0.00141396 -0.000864144 -0.000204276 0.000450072 0.000924302 -0.00104471
internal_weight=0 18.6754 17.2045 13.6833 3.2096 2.21949 10.2697 10.4737 8.3028 3.52119 9.32275 8.5593 2.00179 6.30101 7.58247 6.9 4.99874 3.14981 2.35897 1.84893 1.70363 2.982 2.32296 1.91128 2.17087 6.17301 1.32626 0.915961 1.90126 4.84674
internal_count=3121 2430 2335 2094 127 97 691 1967 1340 241 579 458 291 1049 404 382 230 162 145 68 164 166 150 83 627 1046 106 87 152 940
is_linear=0
shrinkage=0.00154795


Tree=415
num_leaves=31
num_cat=0
split_feature=1 159 14 3 16 52 12 40 151 3 51 159 12 3 0 0 15 3 9 4 0 13 402 52 16 9 151 160 133 13
split_gain=0.151855 0.162679 0.154481 0.153903 0.152572 0.142948 0.130119 0.163223 0.129826 0.122118 0.175716 0.192511 0.155287 0.22734 0.206087 0.197675 0.237438 0.165415 0.158117 0.145973 0.137153 0.259474 0.128515 0.123189 0.218536 0.150743 0.111141 0.126357 0.127373 0.173772
threshold=0.10060500000000001 -0.032739999999999991 0.062655000000000016 -0.15121499999999996 0.16703000000000004 -0.43320999999999993 -0.064509999999999984 0.57330500000000006 -0.40381499999999992 0.092670000000000016 0.088210000000000011 0.091005000000000016 0.092355000000000007 -0.11255999999999998 -0.076899999999999982 -0.13027499999999997 0.088235000000000022 -0.083154999999999993 0.091600000000000015 -0.49013999999999996 -0.23091999999999999 -0.42195999999999995 -0.50169499999999989 0.083680000000000018 -0.084119999999999986 -0.036024999999999995 -0.092724999999999988 -0.079279999999999975 -0.088669999999999985 -0.0062949999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 -2 7 -7 -8 10 11 12 14 -14 15 -5 18 -18 23 -16 -11 -22 -15 25 -25 -17 -10 -28 -29 -30
right_child=5 2 -4 9 -6 6 8 -9 26 20 -12 -13 13 22 19 16 17 -19 -20 -21 21 -23 -24 24 -26 -27 27 28 29 -31
leaf_value=-0.0030323630828149157 -0.0033175547766872166 0.0030365355645115503 -0.0033291256497289911 0.00094759982107178178 -0.00032612563422498451 0.0026517076362904774 -0.0030173326069821631 -0.0034291633013126439 0.0031394416011215078 0.0029556890300616438 -0.0030748200616771029 -0.0031907342646249936 0.0011422660793187897 0.0021239613640351459 -0.00096702653704694246 0.003411852651926249 -0.0033162131154607288 0.001654801786435322 0.0014211586560806215 0.00266985143147594 0.0019200833228516165 -0.0017287320125253098 -0.0033576637987968471 -0.0033240721931264419 0.0018511772881649297 -0.0033453348036702572 -0.0013238759601505823 -0.0018363543016052784 0.0022132455314824908 0.00022387351617422595
leaf_weight=0.2497690049058291 0.11024240414553776 0.2978437193087301 0.18025925257825282 0.83617942751152452 0.29023221472743899 0.46876938194327555 0.12681841885205436 0.053585622692480683 0.15230909979436669 0.21606087917461991 0.29997244092373865 0.26398855308070768 0.22535121123655699 0.051665571416378953 0.16205298533895984 0.037922210525721978 0.087178302303072996 0.44603489495784754 0.14701133081689466 0.46583188998920455 0.40580137283541262 0.44529099769715663 0.47463991936092487 0.17086928905337118 0.18527254187210929 0.69737311088101617 0.47129359462997111 0.22725435969187158 0.64846561857848684 1.823334970889839
leaf_count=334 97 29 80 61 25 248 17 3 24 11 135 164 24 12 13 3 89 103 8 86 18 53 374 201 100 412 74 26 127 170
internal_value=0 -0.000419228 -0.000317036 -0.000229555 0.00137697 0.000389806 0.000492708 0.0020279 0.000260233 -0.000397706 -0.00063333 -0.000461061 -0.000280341 -0.00163177 3.35964e-05 -0.000375132 -0.000999427 0.00084206 -0.00179228 0.0017312 0.000607216 1.10254e-05 -0.00281955 -0.00222511 -0.000631798 -0.00299684 0.000385331 0.000253018 0.000528367 0.000745776
internal_weight=0 6.6366 6.38683 6.20657 0.588076 4.08207 3.97183 0.522355 3.44948 5.6185 4.55134 4.25137 3.98738 0.751657 3.23573 2.60784 1.77166 0.533213 1.23845 0.627885 1.06715 0.851092 0.526305 1.09144 0.356142 0.735295 3.32266 3.17035 2.69905 2.4718
internal_count=3121 2335 2001 1921 54 786 689 251 438 1867 1785 1650 1486 410 1076 977 916 192 724 99 82 71 386 716 301 415 421 397 323 297
is_linear=0
shrinkage=0.00330062


Tree=416
num_leaves=31
num_cat=0
split_feature=15 480 401 39 52 52 1 14 47 1 157 48 403 159 33 0 133 42 15 2 48 4 158 147 16 130 13 4 133 13
split_gain=0.136511 0.144145 0.13106 0.12054 0.145672 0.157058 0.222118 0.195461 0.18631 0.148165 0.206154 0.210216 0.198456 0.17705 0.177826 0.168125 0.148373 0.148298 0.144653 0.248432 0.17343 0.189235 0.136498 0.127662 0.117091 0.108379 0.193629 0.144723 0.248028 0.164123
threshold=-0.49307999999999996 0.084710000000000021 0.10711000000000001 0.16946000000000003 0.19022000000000003 -0.24456499999999998 0.13408500000000004 0.076975000000000002 0.11893500000000001 1.0000000180025095e-35 -0.06266999999999999 0.12879500000000002 -1.0000000180025095e-35 0.11361500000000001 -0.0066799999999999993 -0.13843999999999998 -0.25159999999999993 0.08623500000000002 0.035560000000000008 0.098035000000000011 0.086260000000000017 0.0061450000000000003 0.084765000000000021 1.0000000180025095e-35 -0.056919999999999991 -1.0000000180025095e-35 -0.012549999999999997 -0.029144999999999997 0.089755000000000015 -0.53104499999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 -2 7 8 9 12 -11 13 -7 14 -12 -14 -16 18 19 20 24 -22 25 -6 -18 26 -17 29 -29 -27
right_child=1 -3 -4 -5 23 6 -8 -9 -10 10 11 -13 15 -15 16 22 17 -19 -20 -21 21 -23 -24 -25 -26 27 -28 28 -30 -31
leaf_value=0.0035036417604700503 -0.0014410378703537295 -0.0027739377410742369 -0.0034792282121458061 0.00355941958660092 -0.002212184848429978 -0.0031112710898414642 0.0026539615020116885 -0.0034388568287648698 -0.0024526333323805797 0.002473262299928215 -0.0028247612483849375 -0.0037379051939236958 -0.0035733850025779497 -0.0035630584987543061 -0.0035560373884671857 0.0019448679743170893 0.0018477780678042102 0.0026011197182789288 -0.0014008500223915308 0.002635809497549252 -0.0030160737623049633 0.001021246132645593 -0.0035260661523156957 0.002523976070972888 -0.00080119294000957544 -0.0022671864382190995 -0.0035257163586426038 -0.0026578118481846522 0.0013189357907676745 0.0018020888709536385
leaf_weight=0.12483620431157838 0.79913128265615796 0.2483804923322176 0.13624305395205816 0.11109184368979264 0.58683735568047346 0.28662071333382444 0.41512589348712925 0.19041032306267869 0.32370780484052364 0.6406589646503561 0.16925835149595636 0.14717105776071537 0.15532218862790026 0.12496139417635266 0.090672180071125541 0.12461588773294352 0.67960327898618034 0.54930829791555869 0.37053304738219583 0.71739215258276079 0.33970927284099162 0.23957909224554896 0.11600094706955122 0.07803218811750412 0.28730671848461276 0.13427308201789867 0.2106536474166133 0.35865424818623437 0.40313390274241101 1.1240006029547607
leaf_count=85 338 229 136 17 287 444 125 54 51 111 27 5 14 28 27 25 40 176 108 125 40 11 87 5 40 3 50 222 45 166
internal_value=0 -0.000156426 -9.08219e-05 -4.35886e-05 -8.50124e-05 3.10958e-05 0.000174586 4.23514e-05 0.000129648 0.000244637 0.000650787 0.000336539 -0.000362668 0.000504584 0.000652201 -6.27404e-05 0.000831947 0.000956927 0.000614055 0.00094388 0.000158873 -0.00134634 0.000157902 -0.00165633 0.00106067 0.000339339 -0.00149236 0.000643346 -0.00055334 0.00136785
internal_weight=0 10.1584 9.91001 9.77377 9.66267 8.9978 8.19867 7.78355 7.59314 7.26943 4.35615 3.71549 2.91328 3.56832 3.44336 2.62665 3.2741 3.18343 2.63412 2.26359 1.5462 0.579288 2.47133 0.66487 0.96691 2.35533 0.33527 2.02006 0.761788 1.25827
internal_count=3121 3036 2807 2671 2654 2362 2024 1899 1845 1794 738 627 1056 622 594 612 567 540 364 256 131 51 598 292 80 511 75 436 267 169
is_linear=0
shrinkage=0.00347875


Tree=417
num_leaves=31
num_cat=0
split_feature=156 15 457 1456 1 11 15 151 3 13 47 3 43 15 43 403 403 1375 1 48 15 15 3 15 16 132 2 16 4 13
split_gain=0.127061 0.135671 0.120241 0.161849 0.140837 0.155173 0.149203 0.176311 0.136109 0.135415 0.13413 0.144283 0.234434 0.189237 0.168125 0.132856 0.17805 0.128774 0.15034 0.151067 0.122234 0.137658 0.129152 0.133635 0.300448 0.112475 0.105011 0.0961745 0.0901926 0.0896139
threshold=-1.0000000180025095e-35 -0.47006499999999996 0.080930000000000016 -1.0000000180025095e-35 0.11588000000000001 0.087925000000000017 0.091915000000000011 0.084990000000000024 -0.10831999999999999 -0.28558999999999996 0.10813000000000002 -0.078934999999999991 -0.075574999999999989 0.082685000000000022 -0.0037449999999999996 -1.0000000180025095e-35 0.096440000000000012 -0.43996499999999994 0.086105000000000015 0.088965000000000002 0.090455000000000021 0.035560000000000008 -0.0087149999999999988 -0.015039999999999998 0.23311500000000004 0.079970000000000013 0.14753000000000002 -0.056919999999999991 0.053180000000000012 0.049530000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 5 6 8 9 25 -8 11 13 -13 -10 -14 -15 -17 -4 19 -19 21 22 -16 27 -25 29 -6 28 -24 -5
right_child=1 2 17 4 26 -7 7 -9 10 -11 -12 12 14 15 20 16 -18 18 -20 -21 -22 -23 23 24 -26 -27 -28 -29 -30 -31
leaf_value=-0.0036037121392792594 0.003205182879503081 -0.0036077305955100041 -0.0014127623864711241 0.0015045476204275385 0.00037062862783673894 -0.0030325041203022578 0.0033532192035574679 0.0037257002409753657 -0.003511542830616696 -0.0033203255062882659 -0.0032233058881443507 0.0021754305536194583 -0.003487661009906187 -0.0035959673837874374 -0.0032242546496942036 0.0016734947851081232 -0.0036143767835285679 -0.0019918864696370784 0.0021156030187816696 0.0022439074259997084 0.002817598417565511 -0.0035962106814508401 -0.00097030951559397868 0.0033285092911285656 -0.0015314666296568546 0.0029946422425487953 0.0030816545209052431 -0.002164143871551962 0.0015938750963784885 -0.00089021292581725709
leaf_weight=0.13261028345004966 0.16129776948946428 0.18656806732178299 0.28702286115731102 0.40681834163842434 1.3604707571503238 0.28987056645564724 0.042828897014260292 0.060420426540076733 0.37138706212135408 0.47039971565391159 0.21257963302195992 0.56842573315225342 0.20661769418802656 0.12389926803734663 0.15472104456421343 0.39172981344745683 0.10404363203997491 0.29152921756030969 0.87590996113431174 0.17333278711885214 0.17119150570943009 0.15519981351098966 0.40638652857160285 0.42076022780384481 0.26935853436589241 0.27038728809566237 0.21339585051464371 0.34317794955859426 0.31388343672733754 0.40019456505251583
leaf_count=163 106 241 12 44 202 70 2 3 396 360 61 135 92 352 101 95 72 83 143 10 14 20 31 32 27 42 80 36 21 75
internal_value=0 -6.2643e-05 -0.000117879 -0.000300794 -0.00022096 -0.000466253 -0.000339406 -0.00207994 -0.000150689 -0.00276342 -0.000442116 -0.000294338 9.72151e-05 -0.00148344 -0.000386672 -0.000267936 0.000563775 0.000771493 0.00123908 -0.000412489 -9.99552e-05 -0.000342002 -7.73392e-05 0.00020032 0.00143162 0.000988985 0.000738208 -0.000598728 0.000147126 0.000316995
internal_weight=0 9.70381 9.54251 7.91472 7.72815 6.15428 5.86441 0.573649 5.29076 0.513229 4.21336 4.00078 3.00972 0.99106 2.4413 0.619673 0.495773 1.62779 1.34077 0.464862 2.23468 2.06349 1.90829 1.75357 0.690119 1.0774 1.57387 1.06345 0.72027 0.807013
internal_count=3121 2958 2852 2604 2363 2081 2011 365 1646 362 1485 1424 509 915 374 519 167 248 236 93 282 268 248 147 59 161 282 88 52 119
is_linear=0
shrinkage=0.00359311


Tree=418
num_leaves=31
num_cat=0
split_feature=31 45 1374 150 14 147 48 151 1374 484 1 151 15 11 4 132 3 376 0 15 4 4 3 2 403 42 1 0 159 457
split_gain=0.116746 0.117267 0.136492 0.133365 0.149146 0.141996 0.180314 0.164729 0.141786 0.132458 0.129392 0.188656 0.227321 0.153141 0.117934 0.114377 0.117487 0.109162 0.116482 0.26314 0.148868 0.111906 0.105898 0.176501 0.124008 0.103824 0.0939755 0.0879605 0.149492 0.0814211
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 0.093235000000000012 0.081835000000000019 0.062655000000000016 0.088335000000000011 0.082620000000000013 0.056735000000000001 -0.094929999999999987 -0.0068949999999999992 0.111945 0.13982000000000003 0.095175000000000023 0.088215000000000002 0.50500500000000004 -1.0000000180025095e-35 -0.10831999999999999 0.048375000000000008 -0.10011499999999998 -0.016799999999999995 -0.0029599999999999995 -0.49405499999999997 0.10732000000000001 0.09167500000000002 -1.0000000180025095e-35 -0.035074999999999988 0.085110000000000005 -0.084269999999999984 -0.46628499999999995 -0.098834999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 9 6 -5 8 -8 29 11 12 13 15 -12 -11 -17 18 19 26 21 -20 23 24 -23 -10 -18 28 -26 -3
right_child=1 2 -4 5 -6 -7 7 -9 25 10 14 -13 -14 -15 -16 16 17 -19 20 -21 -22 22 -24 -25 27 -27 -28 -29 -30 -31
leaf_value=0.0032394768046294215 0.0032413543693373555 0.0022665028000995076 -0.002748821569178351 -0.0021420370043796636 -0.0030835611478490987 0.0031833764587267167 -0.0012945389999163045 -0.0011477691272101238 -0.0010855199048834009 -0.0028354463909591962 0.00031965978291772449 0.0032932466571107808 -0.0029123197034182776 -0.0032897410168722845 0.002823030327813638 0.00094167439186304959 -0.0032327667616403083 0.0017350088956905696 -0.0032843582857229941 0.0022108117751408196 -0.0032006694436282437 -0.0032103766221964571 0.0016223892105433843 -0.003276483073418923 0.0033651178750605292 0.0023498510373393981 -0.00036477985577040682 0.001124326951029429 -0.0032175239597068911 -0.0024768010326366636
leaf_weight=0.1068071123372637 0.1047635817085365 0.041377699526492506 0.20632458382169794 0.25312001589190902 0.19368037508684199 0.20390304244938295 0.16480220342054919 0.33637534521403711 0.10244128460180901 0.15901907115039193 1.3810477792576419 0.14000687113730226 0.36585722390009312 0.16770923061994825 0.2249967394163831 0.92676164972362629 0.14048504702805076 0.23825937134097319 0.1481940928642832 0.44206687979749026 0.28227865578812372 0.11138813159049932 0.23112345754634578 0.22681091118283803 0.048248045546640417 0.77242103920434668 0.71674491220619529 0.50588627712568923 0.1339215722473438 0.36902711707807334
leaf_count=86 23 4 41 124 88 57 9 27 22 249 176 9 258 49 118 114 63 26 43 33 183 281 20 127 2 110 49 133 153 444
internal_value=0 -0.000131916 -0.000170186 -0.000111254 -0.000307962 0.000660837 0.00034512 0.000802628 0.00143366 -0.000231179 -0.000121124 -0.000376135 -0.000482175 -0.00028367 0.000670366 -0.000166731 -6.45248e-05 -0.000353638 -0.000520231 0.00020143 -0.00107576 -0.00064902 -0.00033842 -0.000780015 -7.17396e-05 0.00194759 -0.000834793 0.000436369 -0.0014741 -0.00199857
internal_weight=0 9.33904 9.23428 9.02795 7.19489 1.83306 1.62916 1.37604 1.03966 7.00121 6.59081 4.98476 4.84475 4.4789 1.60604 4.31119 4.15217 3.22541 2.98715 1.2993 1.68785 1.40557 1.25738 1.02625 0.799444 0.874862 0.85723 0.688056 0.18217 0.410405
internal_count=3121 3035 3012 2971 2622 349 292 168 141 2534 2086 1792 1783 1525 294 1476 1227 1113 1087 145 942 759 716 696 569 132 112 288 155 448
is_linear=0
shrinkage=0.00320641


Tree=419
num_leaves=31
num_cat=0
split_feature=1 0 150 3 48 4 52 52 160 52 12 124 133 484 453 51 51 4 15 16 0 0 15 48 403 159 1 15 15 2
split_gain=0.682098 0.451761 0.429676 0.324506 0.30218 0.301177 0.412251 0.298481 0.290772 0.261235 0.258729 0.260002 0.253958 0.254582 0.254432 0.253557 0.530701 0.281035 0.330749 0.326588 0.3245 0.378858 0.268243 0.269009 0.311776 0.251649 0.207084 0.418636 0.223493 0.191292
threshold=0.094385000000000011 -0.060129999999999996 0.080470000000000014 0.090900000000000009 0.12879500000000002 -0.49405499999999997 0.10347000000000002 -0.43320999999999993 -0.40698999999999991 0.11434500000000002 -0.064509999999999984 -0.51664499999999991 -0.25159999999999993 -1.0000000180025095e-35 1.0000000180025095e-35 0.088210000000000011 0.045645000000000005 0.018150000000000003 0.083935000000000023 -0.014034999999999997 -0.10224499999999999 -0.10011499999999998 0.084050000000000014 0.093675000000000022 0.03138500000000001 0.092630000000000018 0.111945 0.050935000000000008 -0.14601999999999996 0.090790000000000023
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 7 15 29 6 -3 -2 -9 25 11 -10 -12 -14 26 16 17 18 -1 20 -19 -22 -20 24 -24 -7 27 -15 -28 -4
right_child=2 5 4 -5 -6 9 -8 8 10 -11 12 -13 13 14 -16 -17 -18 19 22 -21 21 -23 23 -25 -26 -27 28 -29 -30 -31
leaf_value=-0.0015174533106276657 -0.0016035208318514384 -0.0013624649629700935 0.0002379577917891868 0.00023715875553084327 -0.00051477945151913451 0.0010869294372993169 0.00055477789045113221 -0.0016255356239785479 -0.0016872642607240796 -0.00070077144994842508 -0.0014852771772916511 0.0011014425244513643 -0.00095651992857840695 0.00033381629304458921 -0.0010557859018171989 -0.0016848648801760233 0.0007479649408539548 -0.0013097306084566412 0.0015815745843506162 0.0010737003681820351 0.0013179619076832882 -0.00091919987855758301 -0.0015988676344161003 0.0012876729245526377 -0.00014683357723676351 -0.00049242839048651784 0.0015790375053052778 -0.0016317017118834191 0.00038527581802848032 0.0014135555274645715
leaf_weight=1.7703954951430207 0.27203827135963354 0.63692797481780894 0.47505806252593208 1.0891803052509201 0.3472783293109386 1.3333729138830697 0.513217942439951 0.23862014431506384 0.092522673308849224 0.36705651693046082 0.27097479242365796 1.0050410433905197 0.51748012891039241 1.2403230175841584 0.36010548821650434 0.60238001169636834 0.65835233440157015 0.78996779245790083 0.13832977300626215 0.36825801935628977 0.36519382233382203 0.40408695841324505 0.81294557236833476 0.15271142311394204 0.69517907212139107 0.31631162163102988 0.50615892652422156 0.35269600170431648 1.8501150781521578 1.3405989585444329
leaf_count=614 115 64 71 48 13 109 18 30 3 32 26 189 73 62 20 192 40 111 12 66 16 79 606 4 142 25 77 51 70 143
internal_value=0 -0.000364384 0.000228775 -0.000569201 0.000845741 0.000143115 -0.000506953 2.9783e-05 9.88409e-05 0.000513848 0.000165256 0.000866359 1.43093e-05 9.84942e-05 0.000225182 -0.000699165 -0.000602702 -0.000764464 -0.00102896 -0.00027464 -0.000593087 0.000142828 -0.00054828 -0.000725674 -0.000929544 0.000784102 0.000341984 -0.000101351 0.000641712 0.00110597
internal_weight=0 11.0139 8.86901 7.84698 2.16294 3.16689 1.15015 6.70608 6.43404 2.01674 6.19542 1.09756 5.09785 4.82688 4.3094 6.7578 6.15542 5.49707 3.56956 1.92751 1.55925 0.769281 1.79917 1.66084 1.50812 1.64968 3.94929 1.59302 2.35627 1.81566
internal_count=3121 2178 943 1930 227 248 82 716 601 166 571 192 379 353 280 1882 1690 1650 1378 272 206 95 764 752 748 134 260 113 147 214
is_linear=0
shrinkage=0.0015919


Tree=420
num_leaves=31
num_cat=0
split_feature=4 12 3 151 49 151 15 1456 3 11 1 159 38 132 133 13 160 14 453 3 12 43 43 42 15 0 1 2 394 52
split_gain=0.972647 0.782362 0.65985 0.62588 0.536009 0.474654 0.408451 0.346674 0.307644 0.352223 0.307117 0.305844 0.304155 0.317537 0.550815 0.52273 0.40538 0.300116 0.363298 0.278995 0.68358 0.383808 0.691054 0.367226 0.32116 0.275763 0.307246 0.261065 0.224331 0.219276
threshold=0.27287000000000006 0.084100000000000022 0.10732000000000001 -0.27559499999999998 -0.22491999999999998 -0.086769999999999986 0.084050000000000014 -1.0000000180025095e-35 -0.097604999999999983 0.081790000000000015 0.086105000000000015 0.092630000000000018 0.091770000000000004 0.081465000000000024 -0.0061299999999999992 -0.0021749999999999994 -0.082179999999999989 -0.46885499999999997 1.0000000180025095e-35 -0.078934999999999991 0.090545000000000014 -0.074359999999999996 -0.076124999999999984 -0.095284999999999995 0.088345000000000021 -0.060129999999999996 0.078340000000000007 -0.18970999999999996 0.15288500000000002 -0.0064899999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 4 -2 -3 10 7 -7 9 11 -1 25 13 14 -9 16 -16 -5 -19 23 -21 22 -22 24 -10 26 -6 -11 -25 -17
right_child=3 2 -4 17 8 6 -8 12 19 27 -12 -13 -14 -15 15 29 -18 18 -20 20 21 -23 -24 28 -26 -27 -28 -29 -30 -31
leaf_value=-0.0006062265688139666 -0.0012875075228466501 0.00043859097168633891 0.00055700330926274902 -0.00012177365617170275 -0.0013751331648806432 -0.0013770057048239593 -0.0010178002093169563 -0.0011467114111715275 -0.0013598650627129152 0.00094430596394759719 0.0010387415700074444 -0.0011315839095484661 -0.00093619938301460275 0.0010088394574128037 -0.00081076655103280021 -0.00035098215564787535 0.001008907977833168 0.0010510929511086363 -0.00084372284285402137 0.00054189494908534646 -0.0012596581478316786 -0.0013772066300179278 0.0014440896944837554 -0.0013629069962990674 0.0012045179990290615 0.00070872086287991176 0.00030916150058182265 -0.0013810630987076836 0.00025609843589947489 0.00020080200914326745
leaf_weight=0.25043103884672646 0.31241637608036432 0.86627042380860331 1.0348057840019453 0.63595949101727534 0.32910231576534033 0.31889321160269446 0.76749254885362539 0.65243599150562293 0.150725100887941 0.10109610459767282 1.204710309510119 0.37863328942330543 0.53021156316390339 0.67430679558310647 0.25912070443155233 2.5694398833438719 1.6333286146982535 2.492272845003753 0.19965113420039404 0.78022471105213576 0.41958434093976393 1.3218563562259074 0.29346473910845872 2.7777596629457544 0.21860516461310908 0.93768347473815195 0.49606222449801862 0.69107128685573105 0.16566325043095265 2.696052587707543
leaf_count=47 15 29 25 44 68 44 122 53 76 5 71 39 34 44 26 107 147 285 8 65 104 377 17 981 15 32 31 109 21 80
internal_value=0 -0.000211413 -0.000470069 0.00054157 -0.000577124 3.39515e-05 -7.00116e-05 7.92252e-06 -0.000674225 -0.000314299 0.000755641 -2.94636e-05 5.6913e-05 0.000118973 4.21467e-05 0.000150509 0.000759752 0.000713281 0.000910561 -0.000846535 -0.000533692 -0.000946094 -0.000146895 -0.00111238 0.000157983 0.000207255 -0.00036259 -0.0010843 -0.00127179 -6.8456e-05
internal_weight=0 22.519 10.9626 3.6403 9.9278 11.5564 10.1013 9.33379 9.06153 2.93365 1.45514 2.14148 9.0149 8.48468 7.81038 7.15794 1.89245 3.32788 2.69192 6.12788 2.81513 2.03491 0.713049 3.31275 0.36933 1.76285 0.825165 0.792167 2.94342 5.26549
internal_count=3121 2769 1994 352 1969 775 657 535 1940 284 118 170 491 457 413 360 173 337 293 1656 563 498 121 1093 91 131 99 114 1002 187
is_linear=0
shrinkage=0.00135157


Tree=421
num_leaves=31
num_cat=0
split_feature=1213 475 156 1365 15 375 376 2 52 157 4 0 52 133 43 52 151 16 403 131 13 47 15 49 8 457 33 50 52 3
split_gain=0.119585 0.181593 0.120131 0.115413 0.136952 0.11694 0.122528 0.144772 0.126271 0.138623 0.128475 0.202594 0.223497 0.196791 0.175857 0.151759 0.16091 0.152666 0.136569 0.135969 0.144848 0.121845 0.139879 0.112132 0.111295 0.115797 0.122323 0.128309 0.109839 0.185803
threshold=-1.0000000180025095e-35 -0.086004999999999984 -1.0000000180025095e-35 1.0000000180025095e-35 -0.47006499999999996 0.087420000000000012 0.048375000000000008 0.093680000000000013 0.19022000000000003 0.087580000000000005 -0.49405499999999997 -0.019414999999999998 0.11434500000000002 -0.25159999999999993 -0.24021999999999996 0.13389000000000004 -0.24431999999999998 -0.5335399999999999 -0.082384999999999986 0.10033500000000002 -0.094514999999999988 0.11596500000000001 0.091915000000000011 -0.088694999999999982 -0.057044999999999992 0.5717850000000001 -0.0066799999999999993 0.083090000000000011 -0.07167999999999998 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -2 4 -4 6 8 -8 9 10 14 13 -13 -12 -6 16 -15 -18 -19 20 -20 22 23 -22 -25 26 -26 28 -28 -30
right_child=2 -3 3 -5 5 -7 7 -9 -10 -11 11 12 -14 15 -16 -17 17 18 19 -21 21 -23 -24 24 25 -27 27 -29 29 -31
leaf_value=0.0037599646646987372 -0.003713729083962019 -0.0033704403496941475 0.0037270458407385647 -0.0026048531716605216 0.0018175125546105357 -0.0033268056045112882 -0.00059540058054219575 0.0032950691728486164 -0.0017006850600720291 -0.0032262853772160862 -0.0033325701681256948 0.0028362582057791961 -0.0013755303216353796 -0.0033624557320874348 -0.0036330366521314791 0.0030635623955443348 0.0032743631862215362 -0.0036164968658098755 0.001373243295689586 0.0030172506473406888 -0.002316447177184371 -0.0035670367457456102 -0.0022012553083365829 -0.003893177166106431 -0.003751202235106622 -0.0037668571866248872 -0.00014459220117006479 -0.0030963202552581697 0.00029744034449922358 0.0028098968352390967
leaf_weight=0.058572091162204742 0.11952644088159914 0.29997674048354284 0.13988071779021716 0.22338094182487189 0.11828662361949682 0.13988014121423553 0.21528550099174015 0.33611961480346508 0.5754059199898619 0.16786793631035823 0.22878970179589941 0.74680084362626953 0.22492332139518112 0.18377678285468846 0.25913734102504715 0.238453778263647 0.2078843526105566 0.13670539937083503 0.86233243823516659 0.2149809628172078 0.24561509382328628 0.15123155030596525 0.41334579841350194 0.084830334410064157 0.088083778391585876 0.088195153046399244 0.94861104067240187 0.11776711043057719 0.88728321580856184 0.74120083829625261
leaf_count=4 162 487 104 63 4 27 64 68 293 96 129 125 12 55 70 18 62 319 112 28 44 26 102 2 16 7 201 119 264 38
internal_value=0 -0.00220563 -2.47594e-05 2.43088e-05 9.13322e-05 3.23529e-05 8.77442e-05 0.00177611 -2.96324e-05 0.00010108 0.000178784 0.000295356 0.00186136 3.47454e-05 -0.00192481 0.000172066 4.37133e-05 0.00016437 3.45517e-05 0.000137601 3.84938e-06 -0.000309699 -0.000173427 8.83789e-05 0.000288199 0.000411741 0.000544166 0.000684564 0.000857341 0.00144098
internal_weight=0 0.358549 9.10558 8.98606 8.76268 8.62279 8.48291 0.551405 7.93151 7.3561 7.18824 6.81081 0.971724 5.83909 0.377424 5.6103 5.37184 5.18807 4.98018 4.84348 4.6285 3.76616 3.61493 3.20159 2.95597 2.87114 2.78295 2.69486 2.5771 1.62848
internal_count=3121 491 2630 2468 2405 2301 2274 132 2142 1849 1753 1679 137 1542 74 1413 1395 1340 1278 959 931 819 793 691 647 645 638 622 503 302
is_linear=0
shrinkage=0.00370407


Tree=422
num_leaves=31
num_cat=0
split_feature=4 11 403 453 475 52 1213 52 124 16 42 43 4 13 484 0 3 129 133 48 4 151 131 14 48 9 2 15 43 49
split_gain=0.484185 0.392803 0.434509 0.378924 0.366112 0.365588 0.379229 0.367396 0.367182 0.366623 0.33289 0.397944 0.321821 0.330978 0.280484 0.267128 0.693018 0.29354 0.248641 0.240955 0.389321 0.23556 0.235303 0.22284 0.366615 0.217619 0.21695 0.204595 0.416212 0.193978
threshold=0.27287000000000006 0.081790000000000015 -1.0000000180025095e-35 1.0000000180025095e-35 -0.086424999999999988 0.19022000000000003 -1.0000000180025095e-35 0.13796000000000003 -0.043384999999999993 -0.36241499999999999 -0.11051499999999999 -0.15582499999999996 -0.51843499999999987 -0.094514999999999988 0.091180000000000011 -0.10011499999999998 -0.10831999999999999 0.092550000000000007 -0.030254999999999994 0.086035000000000014 0.0061450000000000003 -0.086379999999999985 0.10340500000000001 -0.46885499999999997 0.13400000000000004 -1.0000000180025095e-35 -0.18970999999999996 0.024640000000000006 -0.084004999999999982 0.18307500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 23 -1 6 -4 8 9 -8 -10 -12 -13 -14 21 19 -17 22 -7 -15 -21 -6 25 -2 -25 -18 -3 -27 -29 -20
right_child=3 26 5 -5 14 18 7 -9 10 -11 11 12 13 15 -16 16 17 -19 29 20 -22 -23 -24 24 -26 27 -28 28 -30 -31
leaf_value=0.0015014405453089184 -0.00018085907195906502 0.0011074742541615182 -0.0015237342533018885 -0.0011806202834683929 0.0011119920012134083 0.0008246492825282689 -0.0013319329014039539 0.0012382830775591945 -0.0012127636974227046 0.0011940821888397413 0.00081173611474541409 -0.001498373833715979 0.0004702578764745059 0.00039828103975459469 0.0012972294918427781 0.00087379431420279345 0.001565038784325226 0.00080269125144350514 -0.001247683309713097 -0.0014147638092601221 0.00018656818510308617 -0.0015287787777417503 0.00062155164803271064 0.0011688290526179919 -0.0012097289612110519 -0.0015183185449767224 -0.0015514737288043498 0.00088870975041826779 -0.0013227715244545127 0.0011446492377938278
leaf_weight=0.13041033758781839 0.50642445561243299 0.078921326319687068 0.3592994967475559 0.27241148403845716 0.083172160491812863 0.18338262071483757 0.15364475687965751 0.57661562249995846 0.56678199607995594 0.9404798361356359 1.176167672325392 0.37547116819769044 2.0543431256664917 2.1284840713487925 0.099045035429298767 0.671729617984964 0.068295695120463296 0.23148593906080339 1.0784497590793751 0.54716667672619201 0.96346958260983229 1.1675993266690117 0.19611300423275668 1.662681970919947 0.16360446228645731 1.5156882665469327 0.66361528591369179 0.2900342820212245 0.60087859196937632 0.083970237523317226
leaf_count=6 44 5 192 17 8 32 8 24 83 126 55 31 127 97 18 29 4 20 269 26 30 698 17 281 10 603 122 20 115 4
internal_value=0 -0.000190544 -0.000141247 0.000511403 -0.000924336 -6.27237e-05 1.28425e-05 5.51261e-05 4.61559e-07 0.000839361 -8.01508e-05 -2.08176e-05 -0.000122363 -6.66158e-05 -0.0011587 -0.000219516 -0.000513908 -0.000835066 -0.000816034 6.96256e-05 -0.000393449 -0.00135318 -0.000977004 0.000708996 0.00095575 -0.00110367 -0.00126886 -0.00117941 -0.00060283 -0.00107487
internal_weight=0 16.9847 16.2422 2.60512 1.48023 14.762 13.4161 13.0568 12.4802 1.09412 11.3861 10.8193 9.64316 9.26769 1.34982 7.21335 3.57423 2.9025 1.3458 3.63912 1.51064 1.25077 2.67101 2.33271 1.82629 2.4749 0.742537 2.4066 0.890913 1.16242
internal_count=3121 2769 2642 352 730 1912 1607 1415 1391 134 1257 1174 1119 1088 724 961 808 779 305 153 56 706 759 335 291 742 127 738 135 273
is_linear=0
shrinkage=0.0015161


Tree=423
num_leaves=31
num_cat=0
split_feature=1 12 40 484 42 52 3 39 16 453 16 2 12 1375 42 43 2 157 50 48 2 0 49 1212 42 4 403 376 15 0
split_gain=0.982334 0.617447 0.673341 0.558467 0.507955 0.492407 0.47032 0.475146 0.574353 0.544387 0.439024 0.399853 0.538518 0.405044 0.387966 0.500935 0.443871 0.402571 0.364901 0.540096 0.467876 0.381907 0.378492 0.36483 0.364522 0.363214 0.35183 0.365369 0.364292 0.327124
threshold=0.10060500000000001 -0.064509999999999984 0.57330500000000006 -0.0068949999999999992 -1.0000000180025095e-35 0.19022000000000003 0.31299000000000005 0.15619500000000003 0.064860000000000015 1.0000000180025095e-35 0.25084500000000004 0.088475000000000012 0.084100000000000022 -1.0000000180025095e-35 0.092145000000000019 -0.50216499999999986 0.088555000000000009 -0.083944999999999978 0.11534500000000002 0.12879500000000002 0.11411 -0.17169499999999996 0.13984500000000002 -0.47386499999999993 -0.088669999999999985 -0.49405499999999997 0.03138500000000001 0.087615000000000012 0.088345000000000021 -0.08824499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 -1 24 11 7 8 9 18 -7 12 13 -6 17 -16 -17 -13 19 20 21 -3 -20 -14 26 -19 27 -5 -28 -23
right_child=1 6 -4 4 5 10 -8 -9 -10 -11 -12 14 23 -15 15 16 -18 25 22 -21 -22 29 -24 -25 -26 -27 28 -29 -30 -31
leaf_value=-0.0010404374625682749 0.0010096995108315071 0.0012119432793872497 -0.0013644456655035431 -0.0011420880401848057 -0.0012322581925877315 -0.0012109441465863403 0.0012090015279450513 0.0012627324912478461 -0.00062474648313430256 -0.0011213845039294995 0.0013547292739859499 -0.001230874155090714 0.00068695131568939454 0.00017790791811553026 0.0012544185098312185 0.0013396529206697015 -0.00090139913995712227 -0.00068768936586140856 -0.0012228832112036584 -0.00081549096613174827 0.0011894345019658028 -0.00019905425765517464 0.00037365085499507761 -0.00091774662413016768 -0.0011529675041142215 0.00039749518157105966 -0.00043948847216191051 0.00068870702222355849 0.0010256768524450641 0.00068039314480569885
leaf_weight=1.2793728301767284 1.7487926650210273 0.49993871408514357 0.18775582313537587 0.86500496038934283 0.32569575635716352 0.88126760686282146 0.46219245844986367 0.3884650230174892 2.0902530397288501 0.47835215367376793 0.10605180263519287 0.25118873256724317 0.22331997263245673 2.5727384714409673 0.22106478549540032 0.13943845499306906 1.2494866547058334 0.47648401861078937 0.47523073526099313 0.51996536646038283 0.98738242965191592 1.8881470593623786 0.37870927341282368 2.0199780697585048 1.2467405427596592 5.3867569542489955 0.57454734540078778 0.18841628171503544 0.41470676683820784 0.8801369752036422
leaf_count=417 249 22 3 241 27 186 60 25 162 17 1 25 14 140 3 3 188 30 42 13 81 47 15 371 406 210 55 5 13 50
internal_value=0 0.000168975 0.000779517 -0.00028114 -0.000224473 -0.000124544 3.83112e-05 -2.47039e-05 -8.57086e-05 9.87627e-05 -0.000935355 -6.23242e-05 -0.000319746 1.94482e-05 0.000109028 -0.000411294 -0.000676413 0.000246034 0.000202441 0.000330702 0.000470748 0.000253622 -0.000514845 -0.000757999 -0.000645328 0.000309306 -0.000335491 -0.00081463 0.000174726 8.05537e-05
internal_weight=0 10.9853 1.93655 18.4223 17.1429 13.8535 9.04877 8.58658 8.19812 6.10786 0.987319 12.8662 5.14173 2.89843 7.72442 1.60999 1.38893 6.11443 5.62951 4.77557 4.25561 3.26822 0.85394 2.2433 3.28942 5.86324 2.04268 1.05342 0.989254 2.76828
internal_count=3121 786 252 2335 1918 1198 534 474 449 287 187 1011 552 167 459 194 191 265 270 213 200 119 57 385 720 240 314 246 68 97
is_linear=0
shrinkage=0.00119136


Tree=424
num_leaves=31
num_cat=0
split_feature=1 0 12 3 51 124 4 47 0 151 51 14 1 43 160 4 52 2 159 12 157 160 48 15 128 130 4 403 0 15
split_gain=0.718056 0.454591 0.396124 0.378875 0.371558 0.395773 0.368184 0.675754 0.364351 0.335504 0.334896 0.345182 0.41439 0.337736 0.31537 0.268564 0.434599 0.33641 0.286298 0.347796 0.267569 0.247157 0.234403 0.225363 0.215874 0.209809 0.209551 0.252707 0.283436 0.34158
threshold=0.094385000000000011 -0.060129999999999996 -1.0000000180025095e-35 0.16158000000000003 -0.40274499999999996 -0.51664499999999991 -0.013125 0.13148500000000005 -0.10011499999999998 -0.40381499999999992 0.08955500000000001 0.076975000000000002 1.0000000180025095e-35 0.15359500000000004 -1.0000000180025095e-35 -0.49405499999999997 0.10347000000000002 0.12437500000000001 0.092630000000000018 0.092355000000000007 -0.07686999999999998 -0.24143499999999998 0.11951500000000001 0.14654000000000003 0.086435000000000012 -0.0060099999999999989 -0.076229999999999978 -1.0000000180025095e-35 -0.084269999999999984 0.090615000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 8 4 6 -2 -6 25 9 10 -8 11 12 13 -1 20 16 -3 18 19 -17 -11 -22 24 26 -16 -4 27 -10 -29 -30
right_child=2 15 3 -5 5 -7 7 -9 23 14 -12 -13 -14 -15 22 17 -18 -19 -20 -21 21 -23 -24 -25 -26 -27 -28 28 29 -31
leaf_value=-0.0012860257728767709 -0.0016011502864425257 -0.0013542195164041612 0.00081035408109503477 0.0011500363001393558 -0.0016230868814102542 0.0010815966970048477 -0.0015718572465773029 -0.0015908216252475593 -0.0015429204339464726 0.001159945954753014 -0.0012757943643082195 -0.0015660133762812559 0.0005205226192161839 0.00049898325761876501 0.0009422380886240034 0.0015714798321573224 0.00051410289365251441 -0.001103675452785387 -0.00045075090696181634 5.8392607198763477e-05 0.0003219423512299069 -0.0015714556779392959 -0.0003838630291099283 0.0004425366447523536 -0.00030620647154418342 -0.00097699422180517353 -0.0012740465520057766 -0.0015541285023818793 0.00058064570834915968 -0.0015573112707452338
leaf_weight=0.70484495046548523 0.14846575912088189 0.62699065054766856 0.17720567237120111 0.65166565286926914 0.13673210865817997 2.0867096873116679 0.21501103322952975 0.49487472686450917 0.47198324164492067 0.19973001070320606 0.60567397845443327 0.31773125048493955 2.0847433365415782 0.39081762719433755 2.5247149844653896 0.92088089673780194 0.55823962786234915 0.29350892835645925 0.42532924900297064 0.59193437779322267 0.26158281986135989 0.43622084043454368 0.47824718547053624 0.29440145380794991 0.37765547551680345 1.2881255238899028 2.2011910887667909 0.30227674718480546 0.84891930315643438 0.22402690898161381
leaf_count=100 6 64 12 69 4 312 14 27 452 18 42 59 76 33 149 35 18 62 20 49 31 39 13 10 21 228 916 95 87 60
internal_value=0 -0.000355773 0.000212801 3.08757e-05 0.000757759 0.00091527 -8.21379e-05 0.000117246 -0.000547518 0.000305371 -0.000218472 -3.54053e-05 0.000117507 -0.000649322 0.000399717 0.000118226 -0.000474246 0.000432887 0.000665581 0.000979439 -0.000411808 -0.000861685 0.000615172 -0.000858457 0.000779791 -0.000760846 -0.000953065 -0.000570574 -0.00023686 0.000134249
internal_weight=0 11.8635 9.47694 7.10503 2.37191 2.22344 6.45337 4.98804 8.44661 4.49316 4.10381 3.49814 3.18041 1.09566 4.27815 3.41688 1.18523 2.23165 1.93814 1.51282 0.897534 0.697804 3.38062 4.3428 2.90237 1.46533 4.0484 1.84721 1.37522 1.07295
internal_count=3121 2178 943 621 322 316 552 312 1930 285 310 268 209 133 271 248 82 166 104 84 88 70 183 1620 170 240 1610 694 242 147
is_linear=0
shrinkage=0.00154009


Tree=425
num_leaves=31
num_cat=0
split_feature=4 151 457 11 403 484 124 484 16 3 15 39 3 52 1456 1373 1 3 3 160 150 457 133 130 13 131 1212 13 16 2
split_gain=0.586752 0.472758 0.423964 0.470312 0.444281 0.430088 0.395356 0.342692 0.313238 0.293539 0.361278 0.30653 0.317609 0.348725 0.290425 0.274622 0.474777 0.502282 0.376657 0.260845 0.535103 0.396814 0.348693 0.242072 0.233948 0.227527 0.217299 0.208271 0.204658 0.223911
threshold=0.27287000000000006 -0.27559499999999998 0.080930000000000016 0.081790000000000015 -1.0000000180025095e-35 0.073690000000000019 -0.043384999999999993 -1.0000000180025095e-35 -0.085589999999999986 -0.10519499999999998 0.079055000000000014 0.16946000000000003 0.31299000000000005 -0.092399999999999982 0.091180000000000011 -1.0000000180025095e-35 0.093575000000000019 0.090900000000000009 -0.080634999999999984 -0.082869999999999985 -0.22665999999999997 -0.0029299999999999994 -1.0000000180025095e-35 -0.082104999999999984 -0.080759999999999985 0.10340500000000001 -0.50120999999999993 -0.43167499999999998 -0.056919999999999991 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 5 -1 8 -8 -6 10 -9 12 13 25 -3 -4 17 18 24 20 -15 -21 23 -23 -17 -11 -25 -22 -24 -30
right_child=1 14 15 -5 6 -7 7 9 -10 11 -12 -13 -14 19 -16 16 -18 -19 -20 21 27 22 28 26 -26 -27 -28 -29 29 -31
leaf_value=-0.0016917060372689003 -0.0015623478204703327 0.00099823631131055828 -0.00097148349245863538 -0.0017113270112976183 -0.00064874046561838854 0.00059983253685538915 -0.0012983623764100784 0.0008798728738434392 0.0015329360497505825 -0.0015074245710265546 -0.00078524022212082822 0.0017472169411727567 0.0017017290892496946 0.0017787777966234695 -0.0014699516494271192 -0.0013372228312607346 0.0015338795717164662 0.0014900731322344766 -0.0016480797340820683 -0.0014672096779988581 0.0017884348194822394 0.00056796902349124279 0.00064318005834732679 0.00079774221681756319 0.0008151985617433652 0.00056804878036071347 -0.0015087489422051096 -0.0015420068784226851 -0.0014006111609222178 0.00015945818462278106
leaf_weight=1.0265542047272944 0.25100247422233257 2.3771491144434544 0.37483500532107461 0.65311684226617295 0.25998437107773498 0.29924973202287208 0.79757361265365112 1.4040466540027399 0.65580677671823728 1.0583502486406331 0.49986594624351699 0.20443650730885643 0.21063436020631421 0.17729955539107312 0.14298054855316866 0.19461478258017495 0.93141214345814649 0.48677711095660914 0.50284139381255855 0.53403312887530319 0.055988688021898159 0.30457363638560753 2.1846227339701731 0.13583360944175626 0.53714642050908867 0.17399385554017488 0.77402152458672213 1.0367862102866618 0.320854538585991 1.3783247102983307
leaf_count=674 15 326 18 122 22 42 394 58 77 257 36 14 33 4 11 38 81 11 33 31 1 17 97 22 39 11 248 282 24 83
internal_value=0 0.000638955 -0.000195108 -0.000317368 -0.000249894 -0.00117448 -0.000149145 -0.000235645 0.000913579 -0.000154564 0.000442703 -0.000287567 -0.000337413 -0.000390214 0.000858203 0.000376128 0.000566544 4.31331e-05 -0.000527364 -0.000243065 -0.000931617 -8.7797e-05 5.66948e-05 -0.000729936 0.000242754 -0.00121439 -0.00116441 -0.00137137 0.000302667 -0.000135128
internal_weight=0 2.77113 17.1736 14.146 13.4928 1.3258 12.167 11.2512 0.915791 10.4537 1.90391 8.54975 8.34532 8.13468 2.52013 3.02763 2.65279 1.72138 1.2346 6.90234 1.27007 5.63226 5.09823 1.21443 0.731761 1.23234 0.909855 1.09277 3.8838 1.69918
internal_count=3121 352 2769 2549 2427 716 1711 1612 99 1218 94 1124 1110 1077 337 220 202 121 110 809 287 522 491 287 77 268 270 283 204 107
is_linear=0
shrinkage=0.00168196


Tree=426
num_leaves=31
num_cat=0
split_feature=1 159 51 14 51 1213 52 122 40 48 51 457 148 50 12 43 130 4 0 457 12 52 52 0 0 0 160 3 2 2
split_gain=0.129961 0.13671 0.135816 0.129789 0.136895 0.148037 0.125558 0.1302 0.162285 0.165524 0.24635 0.209337 0.166221 0.169061 0.136319 0.120949 0.22933 0.166743 0.180257 0.135501 0.132259 0.114817 0.130136 0.130075 0.226495 0.154416 0.12988 0.233372 0.11254 0.106832
threshold=0.10060500000000001 -0.032739999999999991 -0.10748999999999999 0.062655000000000016 -0.090529999999999985 -1.0000000180025095e-35 -0.43320999999999993 0.10544500000000001 -0.012109999999999998 0.12649500000000002 0.13705500000000001 0.045365000000000009 -0.07990499999999999 0.11843500000000001 0.11650500000000001 -0.15582499999999996 -1.0000000180025095e-35 -0.51843499999999987 0.041630000000000007 -0.065884999999999985 0.095780000000000018 0.15915500000000002 0.14295500000000003 -0.10011499999999998 -0.084269999999999984 -0.083914999999999976 0.086075000000000013 0.092670000000000016 0.088225000000000012 0.088555000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 -4 -6 -2 8 -8 11 -11 12 -10 14 -14 16 -7 -17 19 -19 21 22 23 26 -25 -26 -21 -28 -27 -30
right_child=6 2 3 -5 5 15 7 -9 9 10 -12 -13 13 -15 -16 17 -18 18 -20 20 -22 -23 -24 24 25 28 27 -29 29 -31
leaf_value=-0.0028542086061015513 -0.0032066932087306366 -0.0032109589711975662 0.0021923529285418179 -0.0032157644525171582 -0.0027435459973672791 -0.0032367707288742126 0.0023040215040513977 -0.0030083424369753489 -0.0033068527999867261 -0.0033214813676510167 0.00084207363157544866 0.0031584417851313429 0.0010448183260941175 -0.0028600201710410303 -0.0015986448139069095 -0.0032586801050625792 0.002094379844210033 -0.0032446954521137147 0.0012615527336890288 0.0010234827378442558 -0.0029402573632730995 -0.0028938284570412445 0.0033253656689101645 -0.0029498984013829007 0.0029909643358884182 -0.0028110363493337089 -0.0031954456589567818 0.0011332151824822864 0.0032183002428335852 -0.00058182628187816038
leaf_weight=0.22075044217490347 0.097855872823857104 0.15822358059085662 0.24644073823583301 0.1428299711405997 0.23060297653864825 0.09841580071952194 0.47259612873313139 0.10738160926848639 0.12219929182902234 0.29032229352742422 0.28908796713221818 0.29848357249284152 1.8099029290460737 0.1410578290815464 0.22338585444958869 0.18725262585212377 0.5006163865327834 0.17217545909079524 0.73057799204252649 1.1161690660228494 0.18785640462010622 0.15129239905218117 0.11251236172392953 0.39571799192344814 0.14427900218288459 0.17973379643808651 0.24176267310394894 0.26733195129781961 0.093215169938048348 0.39467635213077301
leaf_count=334 97 174 52 70 442 23 215 8 6 28 23 61 289 36 23 17 70 118 57 84 161 55 4 299 11 177 29 14 7 137
internal_value=0 -0.000388614 -0.000293984 -0.000211471 -0.000132745 -0.000242849 0.000363498 0.000456553 0.000558571 0.000298717 -0.00124414 0.000643201 0.000316293 0.000519916 0.000754396 -0.000126903 0.00121852 -0.000311139 -0.000179327 -0.000483857 -0.000339134 -0.000181341 -4.20119e-05 -0.000175752 -0.000969402 -4.11816e-06 0.000413954 -0.000922412 -0.000651379 0.000144215
internal_weight=0 5.97243 5.75168 5.59346 5.45063 5.20419 3.85227 3.75442 3.64704 3.17444 0.57941 2.59503 2.29655 2.17435 2.03329 4.97359 0.599032 4.37455 4.1873 3.45672 3.28455 3.09669 2.9454 2.83289 1.20762 0.811904 1.62526 0.509095 0.667625 0.487892
internal_count=3121 2335 2001 1827 1757 1705 786 689 681 466 51 415 354 348 312 1263 93 1170 1153 1096 978 817 762 758 631 332 127 43 321 144
is_linear=0
shrinkage=0.00319264


Tree=427
num_leaves=31
num_cat=0
split_feature=1 12 0 3 40 3 4 43 3 2 4 457 150 147 1 39 16 453 151 4 0 42 16 454 40 9 3 12 4 49
split_gain=1.27647 0.725564 0.534997 0.53623 0.518882 0.457611 0.384778 0.460466 0.409224 0.592522 0.354284 0.340779 0.337472 0.431149 0.323822 0.239636 0.263067 0.449347 0.317746 0.311694 0.275123 0.217867 0.21462 0.19564 0.190626 0.17545 0.16529 0.15872 0.156166 0.145359
threshold=0.099195000000000019 -0.054684999999999991 -0.060129999999999996 0.090900000000000009 0.57330500000000006 0.31299000000000005 -0.49405499999999997 -0.45785999999999999 -0.14989499999999997 0.10731 0.40124500000000002 0.082380000000000009 0.081835000000000019 0.088520000000000015 0.11181500000000001 0.14059500000000003 -0.069144999999999984 1.0000000180025095e-35 -0.086944999999999981 0.09173000000000002 -0.08824499999999999 -0.027559999999999998 0.11346000000000002 0.085470000000000004 -1.0000000180025095e-35 0.091600000000000015 -0.116045 -1.0000000180025095e-35 -0.16363499999999997 -0.080859999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 3 10 21 12 7 -4 -8 22 23 -5 15 14 -14 16 17 20 -18 27 -3 -2 -10 25 -9 28 -11 -20 -1 -30
right_child=1 5 6 11 -6 -7 8 24 9 26 -12 -13 13 -15 -16 -17 18 -19 19 -21 -22 -23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=0.00020971966646357446 -9.411886728145631e-05 -0.00018900033099643511 0.00042757333679131217 -0.00054720780563833444 -0.0012988218426553716 0.0011865442428383077 0.00097444416035337769 -0.00019675332984645858 -0.00017354143252454251 0.0001848506083727138 0.0011983859911437122 0.00053573288024327381 0.00060787035693363601 0.0012062139244435818 -0.00062427029021055005 0.00056902044521664464 0.00064071401170861977 -0.0012344337064873411 0.00011158907041244038 -0.00023433329043249542 0.00074679964367151792 0.0010809383908177443 0.00076681576935877494 0.00029303087180520155 -0.0012633147163790494 6.285495625761471e-05 -0.0012340371425526768 -0.0011407616733873551 -0.00058165562021732567 -0.00094593876016126153
leaf_weight=0.18360509420744797 0.26506139314733435 1.9996257564052944 0.40229388885200013 0.92311087634879985 0.16942573152482499 0.31559179199393916 0.52737451391294587 0.30232800310477603 0.67270110594109034 0.13704591896384977 0.12147291982546526 0.70873240358196199 0.48343019979074575 0.44499213539529581 0.75220351899042726 0.35099299019202579 0.23799297120421981 0.47132586361840356 0.15140017122030136 0.99156223447062064 0.55343563226051373 1.2185077911708493 0.66681186808273196 0.2143480936065324 0.98286646010819811 0.28918976895511228 0.65315895515959677 1.7958065769635163 1.8273039894411329 8.7400647629401629
leaf_count=10 21 69 9 37 3 60 27 9 24 3 9 21 23 45 29 23 9 14 4 37 47 241 21 9 75 9 99 191 112 1831
internal_value=0 -6.37809e-05 -0.000587363 -0.00070656 0.000648599 -0.000201534 -0.000230484 -0.000669127 4.80932e-05 -0.000181296 -0.000796886 -7.68715e-05 -0.000254744 0.000214825 -0.000142207 -0.000375188 -0.000428632 -0.00018068 -0.00066469 -0.000770407 1.38562e-05 0.000870997 0.00029457 -0.000818422 -0.00101242 -0.000840001 -0.000987958 -0.00104339 -0.000864287 -0.000882947
internal_weight=0 10.2014 17.3524 13.0078 1.65299 8.54836 4.34458 1.68749 2.65709 2.12972 11.376 1.63184 8.23277 1.68063 1.23563 6.55214 6.20115 3.02439 3.17676 2.93877 2.55306 1.48357 1.33951 11.2545 1.28519 11.0402 0.790205 1.94721 10.751 10.5674
internal_count=3121 816 2305 2038 265 551 267 93 174 147 1980 58 491 97 52 394 371 130 241 232 116 262 45 1971 84 1962 102 195 1953 1943
is_linear=0
shrinkage=0.00117462


Tree=428
num_leaves=31
num_cat=0
split_feature=123 1 133 3 484 42 42 43 160 131 403 4 0 52 0 47 51 43 457 2 457 2 13 4 42 1212 16 13 3 133
split_gain=0.761473 0.553474 0.447437 0.446721 0.44352 0.446183 0.381331 0.450141 0.392149 0.388702 0.379549 0.333551 0.456646 0.344853 0.311267 0.350104 0.333192 0.332727 0.3205 0.308453 0.344136 0.315674 0.351275 0.488402 0.298097 0.283008 0.272044 0.25046 0.249576 0.295191
threshold=1.0000000180025095e-35 0.104035 -0.089569999999999983 0.16158000000000003 -0.0068949999999999992 -1.0000000180025095e-35 0.092145000000000019 -0.20207499999999998 -0.091944999999999985 0.08844500000000001 0.03138500000000001 -0.49405499999999997 0.041630000000000007 -0.10925999999999998 -0.019414999999999998 0.13148500000000005 0.123935 -0.27207999999999993 0.045365000000000009 0.11237500000000002 -0.0029299999999999994 0.089775000000000008 -0.084319999999999992 -0.0016099999999999997 -0.091214999999999977 -0.50120999999999993 -0.50992999999999988 0.26424500000000006 -0.082974999999999979 0.0068000000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 -2 14 -1 10 7 -7 -9 11 -6 -10 13 -13 15 16 17 -3 -19 20 -15 22 25 -24 -12 -22 -26 -4 29 -8
right_child=2 3 27 -5 5 6 28 8 9 -11 24 12 -14 19 -16 -17 -18 18 -20 -21 21 -23 23 -25 26 -27 -28 -29 -30 -31
leaf_value=-0.0012662624546715628 -0.00096628463297071001 -0.0014662925542418704 0.00098082426845813955 0.00092660300172914755 -0.0013401525256217844 0.0012220973233100306 0.0003392179572012576 -0.0010109990295594212 -0.0010208996888561416 -0.001435158634800475 0.00057500198240023864 -0.0010887477460667548 0.00097592146074087951 -0.00098338755454110928 0.00079132354368550539 -0.00092105634898290839 -0.00080455540695581191 0.00012473000718921332 0.0014384390331426324 -0.0011923477744226292 0.00067956978146634984 0.00066772824502531365 0.00089500165294964529 -0.00041960398436476738 0.001292903224730924 -0.0014077546985236705 -0.0013733263773411291 -0.00077791007528033561 -0.0013686330107888767 -0.0012139244366399338
leaf_weight=0.98297856643330916 0.30450385902076993 0.23008879460394371 1.975467954471241 1.0896894048200918 1.3322834119317151 0.49448469257913785 0.5687318267300725 0.91442038549576032 0.55954173795180207 0.37550575623754401 0.49002374068368226 0.55768967961193894 0.99329346034210164 0.48175062786321987 0.78131295519415189 0.95059049176052202 0.82915546244475979 3.5186778967035939 0.40269987029023457 0.35920562653336663 0.16599384509026771 2.0679797827033326 1.0828163678525018 1.1173002477735217 0.089325003325939178 0.52973802649649038 0.44751961791189365 0.17120870808139432 0.78054616041481384 0.40958639152813703
leaf_count=424 18 7 240 121 567 14 31 198 64 44 47 89 30 43 90 37 32 203 31 11 15 77 45 34 2 171 91 7 291 47
internal_value=0 -0.000202449 0.000616097 9.81899e-05 -0.000360931 -0.000296526 -0.000182791 -7.44308e-05 -0.000144077 -4.84619e-05 -0.000848949 1.73236e-05 9.62997e-05 -4.10247e-05 -3.6292e-05 -0.000145313 2.74362e-06 0.000163982 0.000259639 5.96344e-05 0.000142219 0.000251461 -4.58028e-05 0.000227396 -0.000211651 -0.000909742 -0.000929695 0.000840556 -0.00078037 -0.000311026
internal_weight=0 22.6029 2.45118 7.80221 14.8007 13.8177 11.4586 9.69972 9.20524 8.29082 2.35915 7.91531 7.35577 6.36247 6.71253 5.93121 4.98062 4.15147 3.92138 5.80478 5.44558 4.96383 2.89585 2.20012 1.02687 0.695732 0.536845 2.14668 1.75886 0.978318
internal_count=3121 2856 265 521 2335 1911 1204 835 821 623 707 579 515 485 400 310 273 241 234 396 385 342 265 79 140 186 93 247 369 78
is_linear=0
shrinkage=0.00139491


Tree=429
num_leaves=31
num_cat=0
split_feature=4 12 3 49 15 453 132 133 13 448 11 151 0 0 3 1186 1212 42 42 2 12 159 52 3 12 4 49 3 160 1
split_gain=0.850896 0.627222 0.795272 0.677199 0.587145 0.553038 0.404473 0.606869 0.505049 0.587299 0.320158 0.31997 0.311684 0.597617 0.462708 0.366603 0.323999 0.313819 0.441748 0.312947 0.294068 0.271818 0.317536 0.267235 0.493898 0.293441 0.250124 0.300572 0.215835 0.278464
threshold=0.27287000000000006 0.084100000000000022 0.10732000000000001 -0.22491999999999998 0.084050000000000014 1.0000000180025095e-35 0.081465000000000024 -0.0061299999999999992 -0.0021749999999999994 -0.081729999999999983 0.088710000000000011 -0.086654999999999982 -0.060129999999999996 -0.053834999999999994 -0.10519499999999998 0.085175000000000015 -0.50120999999999993 -0.095284999999999995 -0.11051499999999999 0.10327000000000001 -0.14757499999999998 -1.0000000180025095e-35 -0.085984999999999992 -0.077774999999999983 0.092255000000000018 -0.17966999999999997 -0.069799999999999987 0.084940000000000015 -0.082179999999999989 0.09697500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 -3 6 10 7 -1 9 -9 -2 -10 15 -14 19 16 -5 18 -18 -15 -11 -13 -23 25 -25 -19 -24 -28 29 -22
right_child=5 2 -4 12 -6 -7 -8 8 11 20 -12 21 13 14 -16 -17 17 23 -20 -21 28 22 26 24 -26 -27 27 -29 -30 -31
leaf_value=-0.0010091436004324805 0.00084640449954523226 0.00047104712129625352 0.00059070745820033878 0.00069779349079678911 -0.00095860058079839917 -0.00094949866761642667 0.00090114067210129252 -0.0013804383727246115 0.00064238492246931293 -0.00076670150520196886 -9.9282986751262543e-05 -0.0011629945358443536 0.0010242414646907676 0.00033603087112937997 -0.0012661175196818455 0.00030319829480989982 -0.0012941539541029997 0.0013805162847752806 0.00060312873004057289 -0.0011442880671856735 -0.001312161000417056 -0.00074460364551592905 -0.00062607195370247221 0.00013577640061620074 -0.0012885845807302518 -0.0012623521657456915 -0.00016234342603577948 0.00059865697725777994 0.0010636804388004114 0.0013013066139974602
leaf_weight=0.87397509277798135 2.4957174803130329 0.98858858417952689 1.1362320701591659 0.20986793446354646 0.96444686700124371 0.40885710832662869 0.89782505494076836 0.22562121064401663 0.85564819211140264 0.18517056223936146 0.76107778912410129 0.43632654147222627 0.47997283271979574 0.90042048343457326 0.86980613344348312 0.47263728332472954 0.34100686153396964 0.069737829267979001 0.48326004017144519 0.31372632930288091 0.15044285194016849 1.0399694514926521 0.74405460909474586 0.77977074490627163 0.80713658808963373 3.6893100652960129 1.8213332777377269 1.5782786728814242 1.8714102627709577 0.11892586201429367
leaf_count=75 301 29 25 19 127 17 52 7 27 8 34 47 27 33 116 40 118 1 44 65 45 72 22 77 304 1096 56 29 199 9
internal_value=0 -0.000211809 -0.00042321 -0.000533928 -4.39754e-06 0.000449747 8.08214e-05 6.43587e-06 0.00010476 0.000585721 0.000625408 -8.47519e-05 -0.000639433 -0.000259794 -0.000555531 -0.000781473 -0.000861826 -0.000914873 -0.000181795 -4.64723e-05 0.000776442 -0.00019546 -0.000114019 -0.0010279 -0.000588685 -0.00121332 4.42445e-05 0.000190953 0.000909919 -0.000158319
internal_weight=0 23.3049 11.5415 10.4052 11.7634 3.66565 10.799 9.90116 9.02718 2.55157 3.2568 6.47561 9.41665 2.56393 2.08395 6.85273 6.38009 6.17022 0.824267 1.21415 2.32595 5.61996 5.18364 5.34596 1.58691 3.75905 4.14367 3.39961 2.14078 0.269369
internal_count=3121 2769 1994 1969 775 352 648 596 521 268 335 253 1940 241 214 1699 1659 1640 162 98 261 226 179 1478 381 1097 107 85 253 54
is_linear=0
shrinkage=0.00127639


Tree=430
num_leaves=31
num_cat=0
split_feature=1 484 1374 1374 150 48 0 160 0 4 52 457 3 4 42 47 16 133 52 159 3 160 52 133 484 50 4 47 1 42
split_gain=0.131864 0.184554 0.167889 0.168207 0.158247 0.147981 0.133471 0.161807 0.142746 0.138332 0.231435 0.132168 0.155948 0.126535 0.117479 0.189971 0.132725 0.123506 0.115726 0.122193 0.110732 0.108122 0.106733 0.111017 0.11173 0.167303 0.181303 0.155627 0.139481 0.103318
threshold=0.094385000000000011 -0.0068949999999999992 -0.094929999999999987 -1.0000000180025095e-35 0.080470000000000014 0.12879500000000002 -0.060129999999999996 -0.091944999999999985 -0.23091999999999999 -0.49405499999999997 0.10347000000000002 -1.0000000180025095e-35 0.086245000000000016 0.51303500000000013 1.0000000180025095e-35 0.09550500000000002 -0.5224049999999999 0.15630500000000003 0.11434500000000002 0.092630000000000018 -0.20241999999999996 -0.40698999999999991 -0.43320999999999993 -0.25159999999999993 -1.0000000180025095e-35 0.089280000000000012 -0.17966999999999997 0.13148500000000005 0.13146500000000003 -0.094469999999999985
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 13 -6 7 -5 -9 10 -8 -10 14 21 15 16 -13 20 19 -11 -18 -2 -23 -24 -25 26 -26 28 -28 -19
right_child=4 2 3 6 5 -7 9 8 11 18 -12 12 -14 -15 -16 -17 17 29 -20 -21 -22 22 23 24 25 -27 27 -29 -30 -31
leaf_value=-0.0035278888826194873 -0.0035359926640225535 -0.0036210502524371014 0.0032296758381619431 -0.0035300876612584229 0.0021856069889422442 -0.0011297777306692326 -0.0028867891029228758 0.0029878488059951343 -0.0035579142846642142 0.0024137241482233393 0.0014148544263518968 0.0026865912685643712 0.0016501643136294841 0.0028854655318100672 -8.2069311720144058e-05 0.0027146205647860643 0.0017955604020639824 0.0028313397576999635 -0.0013741809678394393 -0.0010703544601908428 -0.0032625002558618263 -0.0035128260159558895 -0.003140131961547667 -0.0018468059894223773 -0.0033590473513246525 0.0029229498595127563 0.00035235864291721967 -0.001795390500476839 0.0029457656795353372 -0.0035125814606927061
leaf_weight=0.23405786708462972 0.11430594537523653 0.18572181503986929 0.16612886526854698 0.23838658516615385 0.82534719420073066 0.20602582028368488 0.32186576013918955 0.13451244728639711 0.18549899138452097 0.69407814953592628 0.29223073303001001 0.066665938182268958 0.35749594133812923 0.17216858465690155 1.2485952610368256 0.111437280094833 0.056842969963327716 0.09099138060992118 0.16944173272349872 0.1498977362352889 0.78485371720307673 0.10665813929517831 0.12812516398844476 0.29704291524831417 0.17132658662740352 0.29034535936079908 1.5279318222164828 0.33970614930149157 0.3045977972797117 0.048035732419521082
leaf_count=397 30 38 9 262 214 13 43 8 65 101 18 7 18 113 519 13 5 15 31 14 537 115 26 80 13 72 173 23 71 78
internal_value=0 -0.000486844 -0.000352614 -0.000233985 0.000320516 0.00152333 -0.000350211 -0.00075231 -0.000537659 0.00047086 -0.000839762 -0.00069839 -0.000506544 -3.88335e-05 -0.00082681 -0.00162924 -0.00209141 -0.0024162 0.00126505 0.00179492 -0.00292091 -0.000192329 -7.15988e-05 4.83835e-05 0.000187768 0.00041722 0.000106784 0.000380138 0.000783427 0.00063943
internal_weight=0 5.53674 5.30268 5.11696 4.48358 1.03137 4.95083 3.32332 3.08493 1.62751 0.614096 2.95042 2.76492 3.45221 2.40742 1.15883 1.04739 0.980724 1.01342 0.843976 0.841697 3.28004 3.16573 3.05908 2.93095 2.63391 2.34356 2.17224 1.83253 0.139027
internal_count=3121 2178 1781 1743 943 227 1734 1527 1265 207 61 1257 1192 716 1174 655 642 635 146 115 542 603 573 458 432 352 280 267 244 93
is_linear=0
shrinkage=0.00349947


Tree=431
num_leaves=31
num_cat=0
split_feature=1 484 12 40 39 16 151 0 49 160 4 52 51 0 51 16 47 50 0 1 43 48 156 151 16 0 1 3 4 15
split_gain=0.651111 0.405268 0.384456 0.391213 0.3503 0.433366 0.378471 0.317168 0.344198 0.312211 0.300533 0.40637 0.279094 0.413434 0.299191 0.26951 0.337179 0.422244 0.405336 0.296198 0.290919 0.287258 0.262651 0.280402 0.248495 0.256425 0.261088 0.240396 0.25595 0.28663
threshold=0.094385000000000011 -0.0068949999999999992 -0.064509999999999984 0.57330500000000006 0.15619500000000003 0.071345000000000006 -0.27559499999999998 0.024095000000000002 0.006170000000000001 -0.26568499999999995 -0.49405499999999997 0.10347000000000002 0.08955500000000001 -0.23051499999999997 0.045645000000000005 -0.54165499999999989 0.096300000000000011 0.10965000000000001 -0.11756999999999999 0.11588000000000001 -0.25681499999999996 -0.086869999999999989 0.11769000000000002 0.056735000000000001 0.64105000000000001 -0.053834999999999994 0.12873500000000002 0.090900000000000009 0.40124500000000002 -0.0063699999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -2 5 6 -4 8 12 -8 11 -9 13 -3 27 -11 17 20 -18 -20 -17 -22 23 -23 25 26 -7 28 29 -15
right_child=2 7 4 -5 -6 24 9 10 -10 15 -12 -13 -14 14 -16 16 18 -19 19 -21 21 22 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0013893886653682937 0.00094251023865969663 0.001404379256146483 -0.0012869356106634709 -0.0014995544720677546 0.0014461005232760588 -0.00083661784425784343 -0.0013966432269386234 -0.0011074849672155676 -0.0011119059506011462 0.0014052579686439338 0.00065253637105284373 0.00052116383570431884 -0.001163181581668084 -0.0010449264125349559 0.00049542371129093386 -0.00099991041638916416 -0.0012432115585310477 -0.0011456714343147617 -0.00056552242787439341 0.0010326596462755786 -0.0007384783424285858 0.0011375656256088153 -0.00052376412073335769 7.9712812149377736e-05 0.00096525490161233202 -0.0013319519436380469 0.00094496434810606368 0.00042932921135147646 0.0014147607060634639 -0.00031991784493344154
leaf_weight=0.63664588701794755 1.5647102594375599 0.28921583830378672 0.33025177172385056 0.13417888805270184 0.3170217074220999 0.42739548819372419 0.21576603245921333 0.59885045082774035 1.0768860773532649 0.37788878497667422 1.2280596687924106 0.55712153448257595 0.62020030818530347 1.4537903574819182 0.83353536808863271 0.21247951890109096 0.58223574492149055 0.29822653217706818 0.43611037940718211 0.43775729392655194 0.2558497805148362 2.130892893881541 0.26666497415862966 0.60637500160373736 0.16243369522271667 0.82990011532092456 0.24310909456107765 0.60980357555672515 0.13049619458615769 3.501583832432523
leaf_count=397 279 9 18 3 25 50 28 34 380 41 53 17 120 240 51 9 27 39 29 18 9 185 9 30 17 119 8 17 5 855
internal_value=0 -0.000324946 0.000155804 0.000749635 3.17194e-05 -2.56683e-05 0.000142408 -0.000262771 -0.000386656 0.000223512 0.000179732 -0.000322556 -0.000281662 -0.00020148 -0.000272612 0.000285886 0.000204954 0.000421597 -0.000356031 0.000235075 0.000556207 0.000657638 0.000776548 0.000903224 -0.000647348 -0.000821928 -0.000190658 -0.000385011 -0.000482651 -0.000532618
internal_weight=0 11.5362 9.82925 1.69889 8.13036 7.81334 6.1505 10.8995 8.51551 5.82025 2.38403 1.15597 7.43863 6.81843 6.52921 5.60448 5.22659 3.77049 1.4561 0.873868 3.47226 3.25978 3.00393 2.73727 1.66284 1.5004 0.670505 5.69567 5.08587 4.95537
internal_count=3121 2178 943 282 661 636 442 1781 1677 424 104 51 1297 1177 1168 396 355 281 74 47 242 233 224 215 194 177 58 1117 1100 1095
is_linear=0
shrinkage=0.00137255


Tree=432
num_leaves=31
num_cat=0
split_feature=39 42 123 133 1456 15 474 1374 155 15 483 1211 158 401 133 146 1366 1 48 1374 48 52 0 13 13 43 4 0 49 16
split_gain=0.132238 0.153906 0.16296 0.180074 0.151883 0.132697 0.177584 0.147065 0.138788 0.144633 0.133108 0.135335 0.136627 0.138471 0.131256 0.126808 0.130189 0.132182 0.17803 0.208736 0.170521 0.152927 0.1426 0.125068 0.208561 0.136861 0.228482 0.149614 0.188657 0.148664
threshold=0.16946000000000003 -0.11051499999999999 1.0000000180025095e-35 -0.089569999999999983 0.075120000000000006 -0.24436499999999997 -1.0000000180025095e-35 0.093235000000000012 0.088610000000000008 -0.18895499999999996 0.08833000000000002 0.083115000000000008 0.085900000000000018 0.10076500000000001 0.18829500000000002 0.086030000000000009 -0.082084999999999991 0.10060500000000001 0.093265000000000015 -0.094929999999999987 0.12879500000000002 0.19022000000000003 -0.23091999999999999 -0.53104499999999988 -0.47860499999999995 -0.17390999999999998 -0.49013999999999996 0.041630000000000007 -0.086009999999999989 -0.083134999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 4 -4 5 6 -3 8 9 -7 11 12 13 14 15 16 -11 18 19 -18 -19 22 -21 -24 -25 -26 -27 28 -28 -30
right_child=-2 2 3 -5 -6 7 -8 -9 -10 10 -12 -13 -14 -15 -16 -17 17 20 -20 21 -22 -23 23 24 25 26 27 -29 29 -31
leaf_value=-0.0019640725328261529 0.0032999508760988248 -0.0034755531783737339 -0.0022926476579835818 0.0020835213438436364 -0.0032358611191972532 -0.0027160223013129193 0.0020914458661754941 -0.0030092475247234874 -0.0032539172732049897 -0.00280773796786489 -0.0023978754552258933 -0.0030929962282294581 -0.0021497461610799763 -0.0030099585623694514 -0.0021427196273610602 -0.0028912579934630041 -0.0033198034353860329 0.0018271362763683475 0.0022442937860637814 0.0033435976415234102 -0.00053038270661316645 -0.0032358962271441466 -0.0033891289730159681 0.0033362183608404506 0.0020644321444575468 -0.0033226321577158853 -0.0025166081633971097 0.002387691205672662 0.0010688757963986471 -0.00069392240010846516
leaf_weight=0.46363108082732551 0.11646029798430468 0.067836619913578033 0.11582796013681218 0.61873206350719634 0.16631074503675414 0.21350833560427052 0.48118463474383677 0.19332250344450574 0.14792492193373608 0.12634257406170224 0.23746792943711614 0.13895522063830856 0.26504733169713279 0.13581942551536474 0.22462721850024525 0.12178523365582794 0.18894830156932085 1.3002355255594009 0.39809199002047524 0.15080556506290577 0.42155098542571057 0.13329275205614965 0.10094984341412505 0.21265646722167497 0.31110876014281341 0.22205783281242153 0.31003728270297903 0.26242937083588902 0.99018438005441289 0.99539871755408738
leaf_count=179 23 1 17 236 228 61 149 33 169 21 154 159 162 136 207 14 38 180 62 7 27 134 3 8 26 38 37 17 228 367
internal_value=0 -0.000152997 -6.22453e-05 0.00139347 -0.000187783 -0.000127084 0.00140359 -0.000234789 -0.0001643 -0.000103047 -2.60726e-05 5.42699e-05 0.000117915 0.000208894 0.00027646 0.000363463 0.000428187 0.000496352 0.000192909 -1.76809e-05 0.00124994 0.000151455 0.00027844 0.000142679 0.000250593 3.83212e-05 -0.000188411 8.36624e-05 -0.000179728 0.000185162
internal_weight=0 9.71607 9.25244 0.73456 8.51788 8.35157 0.549021 7.80255 7.60923 7.4613 7.24779 7.01032 6.87137 6.60632 6.4705 6.24588 6.12409 5.99775 4.27596 3.87787 1.72179 3.68892 3.55563 3.40482 3.30387 3.09122 2.78011 2.55805 2.29562 1.98558
internal_count=3121 3098 2919 253 2666 2438 150 2288 2255 2086 2025 1871 1712 1550 1414 1207 1193 1172 965 903 207 865 731 724 721 713 687 649 632 595
is_linear=0
shrinkage=0.00322116


Tree=433
num_leaves=31
num_cat=0
split_feature=1 159 47 12 50 4 48 128 51 0 0 4 52 52 159 43 3 403 403 132 0 1 3 47 160 4 16 15 3 160
split_gain=0.386252 0.298757 0.295118 0.311989 0.313157 0.304679 0.350204 0.293051 0.273928 0.257035 0.39401 0.270336 0.505475 0.313693 0.289569 0.239264 0.378551 0.343807 0.24401 0.219828 0.219311 0.270593 0.384524 0.285359 0.250995 0.224912 0.281581 0.20536 0.290203 0.203725
threshold=0.10060500000000001 -0.032739999999999991 0.087885000000000019 -1.0000000180025095e-35 0.11610000000000001 -0.036839999999999991 0.12879500000000002 0.084155000000000021 -0.10748999999999999 -0.060129999999999996 -0.10011499999999998 -0.49405499999999997 0.10347000000000002 0.11434500000000002 0.090485000000000024 -0.083134999999999987 -0.084074999999999997 0.092070000000000013 0.097240000000000007 0.12527000000000002 -0.10224499999999999 1.0000000180025095e-35 0.11296500000000002 0.077555000000000013 0.086870000000000017 -0.019614999999999997 -0.15012499999999998 0.083935000000000023 -0.076669999999999988 -0.079279999999999975
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -2 5 -5 7 29 -3 10 20 12 -11 14 -13 16 19 -17 -19 -12 21 22 -10 24 25 26 -23 28 -18 -7
right_child=2 8 -4 4 -6 6 -8 -9 9 11 15 13 -14 -15 -16 17 27 18 -20 -21 -22 23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0017603872042603822 0.0016455426449712637 -0.0019401985779423138 -0.0002804396249932625 -0.00065268717412312054 -0.0019572266272745603 4.7614582474298227e-05 -0.00094107871176551917 -0.001056440621452165 -0.0019510719744191731 -0.001686824636275228 -0.0016573084101856666 0.0015088544249063258 0.0010620294760871865 -0.0010455303342236208 -0.0005563545984585335 -0.0017809622910491239 -0.0019527877621249448 0.0019858653379778513 -0.00084288039198972384 0.0015781893465792393 0.0012772157090300076 0.0015331138252235837 0.00098843268132196111 -0.0014294755088251807 -0.00045951929830379402 0.0013338658925648888 -0.0018307287118558904 0.0018354190149039568 0.0013571963169015987 0.0015720347568238691
leaf_weight=0.52459543519944674 0.77527978405123565 0.35240326434723002 2.5844845092506148 0.73368043318623755 0.21361831424292166 0.4048507406259908 0.38722804654389609 0.22249816812109191 0.58215610287152308 0.58347846282413252 0.63507039778050967 1.2000193006824691 0.42926947027444839 0.31006328063085664 0.31739195674890641 1.4839824957598482 0.18802893659449182 0.16235089267138381 0.36893503682222217 0.088447328889742494 0.44998771874816013 0.16052939306246117 0.22933953255414963 0.36340825061779458 0.79659979237476353 1.0704784028348506 0.21551000364706974 0.32633302290923893 0.20436327031347834 1.6251522502861897
leaf_count=334 236 174 200 104 25 36 12 10 104 41 298 76 7 26 25 833 53 4 124 7 31 12 4 30 36 53 33 17 13 163
internal_value=0 -0.000344246 0.00023444 0.000539484 0.000300427 0.000443391 0.000748033 0.00103841 -0.000273616 -0.000215843 -0.000406219 0.000275176 -0.000521679 0.000716777 0.00107688 -0.000877874 -0.000279968 -0.00130577 2.15306e-05 -0.00126178 1.5382e-05 -0.00015074 -0.00112033 0.000151124 0.000407197 0.000884499 -0.000394721 0.000708391 -0.000228902 0.00126801
internal_weight=0 11.0427 6.94679 4.36231 3.58703 3.37341 2.63973 2.2525 10.5181 10.1657 7.32552 2.84022 1.01275 1.82747 1.51741 3.45751 1.44224 2.01527 0.531286 0.723518 3.86801 3.41802 0.811496 2.60653 2.24312 1.44652 0.376039 0.718725 0.392392 2.03
internal_count=3121 2335 786 586 350 325 221 209 2001 1827 1652 175 48 127 101 1349 388 961 128 305 303 272 108 164 134 98 45 83 66 199
is_linear=0
shrinkage=0.00192278


Tree=434
num_leaves=31
num_cat=0
split_feature=12 50 1 15 3 50 158 160 147 15 15 15 13 133 39 16 0 1 42 13 0 13 41 52 394 0 49 1 15 3
split_gain=0.124928 0.166645 0.161083 0.148409 0.148265 0.13403 0.131269 0.16109 0.128121 0.151975 0.163349 0.157798 0.135376 0.147936 0.183519 0.126284 0.16199 0.257228 0.142412 0.122343 0.122359 0.121793 0.136952 0.164107 0.118739 0.114875 0.111915 0.107032 0.113886 0.112335
threshold=0.084100000000000022 0.10647500000000001 0.12577000000000002 0.084050000000000014 -0.0096849999999999974 0.10030500000000002 1.0000000180025095e-35 0.083670000000000008 0.089025000000000007 0.035560000000000008 -0.016799999999999995 -0.031204999999999997 -0.068269999999999983 -0.27466499999999994 0.15619500000000003 -0.51370499999999997 -0.077999999999999986 0.10781 0.095185000000000006 0.18141000000000002 -0.069954999999999976 -0.53104499999999988 0.079300000000000009 -0.22660999999999995 0.15288500000000002 -0.053834999999999994 -0.24768999999999997 0.099660000000000012 0.082685000000000022 -0.12018999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 5 4 19 6 7 15 9 10 11 12 13 -6 -15 -2 17 24 21 20 27 -18 23 -23 26 -4 -17 28 29 -1
right_child=1 -3 25 -5 8 -7 -8 -9 -10 -11 -12 -13 -14 14 -16 16 18 -19 -20 -21 -22 22 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.001347013554236392 0.00095057613392904533 -0.0032849957446049291 0.0033756339420642134 -0.0019864409918309545 -0.0033139705651882394 0.0027458795451298455 -0.003069330843966934 0.0013948037254156379 0.0027947527873406069 -0.003344200423770401 0.0015570293301149533 -0.0033397958809396216 -0.00045918820622005923 0.0032616679474278139 -0.003444738066898771 0.0033599123714250535 -0.003415928363389391 0.0005394928783697807 -0.0032788563354397837 -0.00041125180690104295 0.0031344366801815682 -0.0032671405867096175 -0.003350850319211761 0.001269916817024423 0.0015185690496197892 -0.00054257468908203285 -0.0032143656824645582 0.0032871694726724736 0.0025973800487117792 -0.0026634621108405205
leaf_weight=0.12546039401786391 0.39172906856401946 0.21989289759949304 0.19902222297969274 0.30288436132104823 0.057037240476347506 0.12599232005595684 0.22846029596985307 0.41284363163867954 0.16809866775292892 0.14889946061884973 0.60322726286540307 0.17249399045249481 2.0519200906855977 0.31404142019164494 0.050365731120109558 0.028434038162233222 0.093010872253216692 0.35558382573071867 0.14371645393111965 0.34215251079876896 0.44250942007056426 0.093838878143287507 0.090993575402535498 0.88067502400372133 0.066114516710513271 0.13264224553131487 0.87982498388737373 0.14534921298036352 0.13161332439631224 0.18217179914790904
leaf_count=17 33 239 27 128 14 35 205 85 51 11 85 17 197 164 1 1 4 18 180 47 117 140 9 161 17 34 894 51 10 129
internal_value=0 -0.000518541 -0.000370992 0.000229587 0.000365586 -0.000561671 -0.000675368 -0.000516228 1.52989e-05 -0.000122201 2.54572e-05 -0.000323725 -0.000113382 0.00157027 0.00233476 -0.000777134 -0.00103426 -0.00183488 -0.00021659 0.00127787 0.00184056 0.00016329 0.00047573 0.00083303 -0.00270137 0.00180863 -0.00300855 0.000861155 5.83705e-05 -0.00102789
internal_weight=0 4.34277 4.12288 5.23822 4.93534 3.79122 3.66523 3.43676 3.56608 3.39799 3.24909 2.64586 2.47336 0.421444 0.364407 3.02392 2.63219 1.32996 1.30223 1.36926 1.0271 1.15852 1.06551 0.974514 0.974374 0.331664 0.908259 0.584595 0.439246 0.307632
internal_count=3121 2082 1843 1039 911 1782 1747 1542 540 489 478 393 376 179 165 1457 1424 930 494 371 324 314 310 301 912 61 895 207 156 146
is_linear=0
shrinkage=0.00326149


Tree=435
num_leaves=31
num_cat=0
split_feature=31 39 2 123 1447 8 453 12 3 16 16 0 1371 1374 156 1 2 48 0 15 0 2 0 15 4 4 14 43 9 1212
split_gain=0.11952 0.116126 0.123792 0.157002 0.159693 0.12234 0.122196 0.122676 0.188605 0.167688 0.174073 0.141308 0.129342 0.126137 0.117104 0.130289 0.231572 0.136808 0.129978 0.124553 0.111361 0.16203 0.120109 0.106727 0.118809 0.101377 0.101239 0.100377 0.192536 0.157555
threshold=-1.0000000180025095e-35 0.16946000000000003 0.088225000000000012 0.08592000000000001 -1.0000000180025095e-35 0.088180000000000022 0.10564500000000002 0.092355000000000007 0.10732000000000001 0.15891500000000003 0.23311500000000004 -0.030209999999999997 0.097220000000000015 0.10637000000000001 0.090500000000000011 0.093575000000000019 0.092875000000000013 0.11951500000000001 -0.087634999999999977 -0.11713499999999999 -0.10607499999999999 0.083215000000000011 1.0000000180025095e-35 -0.14809499999999998 -0.51843499999999987 0.098655000000000007 -0.10708499999999999 -0.074359999999999996 0.091600000000000015 -0.47386499999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 5 4 -4 20 7 9 12 11 -11 13 23 14 15 16 19 26 -18 -6 21 -2 25 -9 -25 27 -17 -22 29 -29
right_child=1 -3 3 -5 6 -7 -8 8 -10 10 -12 -13 -14 -15 -16 17 18 -19 -20 -21 22 -23 -24 24 -26 -27 -28 28 -30 -31
leaf_value=0.003560632421250333 0.00089403178564899681 0.0036023920923458738 -0.0035518603645753482 0.0023575190421051546 -0.0029108833420390485 0.0029120778495428275 -0.0034447021060008492 0.00055260954644251712 0.0012000693474704365 -0.0033518803796580773 0.00036690987965306936 0.0028462695751056751 0.0034490313731959381 -0.0030327396502122213 -0.0015356889328271518 -0.00068810292367490588 -0.0032278258356491824 -5.5787355430996456e-05 0.0017561052508583137 0.0014990947767107993 -0.00039199013737426956 -0.0020118172144227664 0.0011409854248099979 0.0029314750278371365 -0.0033682422319945594 -0.0035603389584286994 0.0029827094923788829 0.0022324066809340354 0.0016842088120079903 -0.0035592105947311247
leaf_weight=0.10860827410215179 0.79125468603160765 0.10084180216654282 0.15563927345646877 0.36300659172411531 0.087720020805135634 0.10991071304306377 0.11992349126376201 0.13483873568475246 0.36805030150571838 0.27002738195005793 0.37032068560074549 0.36159418415628053 0.05276739940745756 0.11944751962437283 0.27133353521639936 0.10674849459610414 0.30336983707820764 0.3686729603796266 0.082592326143640094 0.84330902218789561 0.774498111204594 0.34051290874776896 0.21409344059065905 0.039918219321407378 0.53377082764200146 0.28937573522853188 0.73498954788374227 0.064778602303704913 0.1324781266739592 0.5803580113933976
leaf_count=86 77 21 115 130 28 42 12 38 19 33 124 67 4 12 44 18 68 23 35 177 480 69 52 4 491 27 144 18 9 654
internal_value=0 -0.000156348 -0.000198533 0.00011624 -3.65481e-05 -0.00074154 6.92903e-05 0.000152747 -0.00087011 0.00044742 -0.00120126 0.000769311 -0.00187094 0.000511954 0.000663238 0.000899308 0.000132631 0.00173349 -0.00216131 0.00108359 -0.00086753 1.97542e-05 -0.00135605 -0.00226715 -0.0029299 -0.00164636 0.00251718 -0.00128952 -0.00218345 -0.00297767
internal_weight=0 9.08614 8.9853 5.68804 5.32503 3.29726 5.16939 5.04947 1.12935 3.92013 0.640348 3.27978 0.761295 2.91818 2.79874 2.5274 1.31699 1.21041 0.385962 0.931029 3.18735 1.13177 2.05558 0.708528 0.573689 1.84149 0.841738 1.55211 0.777615 0.645137
internal_count=3121 3035 3014 1586 1456 1428 1341 1329 556 773 157 616 537 549 537 493 308 185 103 205 1386 146 1240 533 495 1188 162 1161 681 672
is_linear=0
shrinkage=0.00352226


Tree=436
num_leaves=31
num_cat=0
split_feature=1 47 3 0 1 15 151 151 12 50 4 11 3 124 4 15 129 403 1 48 128 160 4 151 13 0 13 1 150 1212
split_gain=0.667994 0.40504 0.377082 0.414988 0.412187 0.419688 0.381426 0.360974 0.36029 0.369119 0.369664 0.352649 0.353044 0.798304 0.34236 0.337486 0.364377 0.342422 0.320017 0.31817 0.366283 0.337629 0.304215 0.286236 0.284661 0.461848 0.272876 0.258243 0.272504 0.30236
threshold=0.10060500000000001 0.087885000000000019 0.092670000000000016 -0.060129999999999996 1.0000000180025095e-35 0.083935000000000023 0.13982000000000003 -0.086654999999999982 -0.040564999999999997 0.10965000000000001 -0.17966999999999997 0.079915000000000014 -0.10023499999999998 -1.0000000180025095e-35 0.053180000000000012 0.084050000000000014 0.08888500000000002 0.092070000000000013 0.092695000000000013 0.12879500000000002 0.086435000000000012 -0.079279999999999975 -0.49013999999999996 -0.50641499999999995 -0.42195999999999995 -0.23091999999999999 -0.099939999999999987 0.07863500000000001 -0.23067999999999997 -0.47073499999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 8 3 4 5 23 15 -6 -2 10 -10 12 22 -14 27 -7 26 -18 -16 20 21 -12 -5 -1 -4 -26 -17 -9 -29 -30
right_child=1 -3 24 11 7 6 -8 14 9 -11 19 -13 13 -15 18 16 17 -19 -20 -21 -22 -23 -24 -25 25 -27 -28 28 29 -31
leaf_value=0.00043214460999741968 0.001227822301622869 -0.00017859217081113023 0.00083320574460449195 -0.0002437200208728783 0.00072425932842160859 0.0012925789715416702 0.0014241736735134329 0.00060989079126238523 -0.00082390841486347077 -0.0011183657066616639 -3.052045247690936e-05 -0.001363841509745043 0.0014072327131597123 -0.0013334486142597653 0.0012107785655530376 0.00063007085837882434 -0.0013385827563541202 0.0011063136266978738 -0.00039874660146385079 -0.00041107004611439874 -0.0008183133250581528 0.0010211701485225949 0.00087973896408885858 -0.0013409268157633745 0.00099613978189133927 -0.00063040134380355816 -0.001242156817152396 0.0011354495098925435 0.0010334480404190201 -0.00090610514368754649
leaf_weight=0.17395181488245492 0.82413099048426364 3.1329655706649646 0.8565802141092721 0.62646625644993048 0.61328776110894967 0.16094971785787571 0.18778567016124714 0.29155739088310006 0.40921857836656261 0.3116228156723081 0.69174826389644417 0.27858194499276567 0.26938425237312968 0.61182419024408086 0.41317003313451994 0.15354721259791437 0.14891995629295696 0.31206274684518576 0.45879046525806189 0.57524677598848928 0.27240976528264571 2.4043795145698805 1.3135176163632425 2.0310892440029429 0.4429759547347204 1.0023855911567794 1.2711750467424274 0.13508201856166246 0.14994106302038002 2.496530780685132
leaf_count=27 223 200 20 21 45 12 3 32 69 27 45 24 12 118 17 10 54 14 31 19 12 191 52 757 19 66 548 3 6 444
internal_value=0 0.000201988 -0.000264902 -0.000358545 -0.000502756 -0.000790463 -0.000385276 -0.000222552 0.000419221 0.00027636 0.000376206 6.00621e-05 0.000200667 -0.000495626 -0.00036974 -0.000551297 -0.000708677 0.000316493 0.000363911 0.000500733 0.000656443 0.000786198 0.000516948 -0.00120105 0.000227229 -0.000131897 -0.00104038 -0.000577905 -0.000702407 -0.000796216
internal_weight=0 8.62172 14.3996 12.0976 8.99784 4.43948 2.23444 4.55836 5.48876 4.66463 4.353 3.09977 2.82119 0.881208 3.94507 2.04665 1.8857 0.460983 0.87196 3.94378 3.36854 3.09613 1.93998 2.20504 2.30194 1.44536 1.42472 3.07311 2.78155 2.64647
internal_count=3121 786 2335 2230 2003 1425 641 578 586 363 336 227 203 130 533 638 626 68 48 267 248 236 73 784 105 85 558 485 453 450
is_linear=0
shrinkage=0.00132658


Tree=437
num_leaves=31
num_cat=0
split_feature=1 0 3 15 43 43 2 133 15 47 48 1426 4 4 52 151 4 150 16 4 157 3 151 484 394 15 12 13 133 4
split_gain=0.120624 0.170829 0.165108 0.160852 0.150648 0.15468 0.132648 0.130011 0.12245 0.160331 0.177257 0.163225 0.179953 0.230497 0.188053 0.184524 0.139531 0.132835 0.130267 0.157914 0.129805 0.118461 0.154073 0.108577 0.107509 0.103989 0.123195 0.129052 0.0988901 0.0913344
threshold=1.0000000180025095e-35 -0.059114999999999994 -0.084074999999999997 0.083935000000000023 -0.082389999999999977 0.016310000000000002 0.14753000000000002 -0.25159999999999993 0.035560000000000008 0.087235000000000021 0.12879500000000002 -1.0000000180025095e-35 0.0052350000000000009 -1.0000000180025095e-35 0.13796000000000003 -0.086654999999999982 -0.084369999999999987 -1.0000000180025095e-35 -0.056919999999999991 0.071150000000000005 -0.083944999999999978 0.11296500000000002 -0.50641499999999995 -1.0000000180025095e-35 -0.43358499999999994 0.24356000000000003 0.098330000000000015 -0.095304999999999987 -0.11008499999999999 -0.49405499999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 24 21 -5 -6 7 -2 9 10 11 -9 13 15 -14 -13 -10 -11 -19 -20 -17 22 -4 -22 -1 26 27 -18 -7 -3
right_child=6 29 3 4 5 28 -8 8 16 17 -12 12 14 -15 -16 20 25 18 19 -21 23 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0017055735993040267 -0.0026700320171375858 -0.00079225735598934335 0.0023146744902813828 0.0026979821831899734 -0.002969520520786792 -0.0029422833262240811 0.0023056871402861376 -0.003076512208969223 -0.0026273931547083811 -0.0026547338582715799 -0.001778014504515845 0.0026903190859366159 0.0023600558052122812 -0.0025534176434357028 -0.00089573084278237044 -0.0027242006596459533 0.0014284529644098172 0.00053481118145403805 -0.0028003961379131628 0.00045165210705723475 -0.0022313265247764866 0.00093323193575467868 -0.0029527680673375632 0.00090875781511876377 -0.0029488061313397759 -0.0030079565158204775 0.0021568247739510099 -0.0022685493468265184 0.0017686681726100609 0.00084572010019308495
leaf_weight=0.046771124354563653 0.14632253546733398 0.46380681372829713 0.054092449136078247 0.18658820293785539 0.14020591609005351 0.047226684851921163 0.23487782373558719 0.086071177865961412 0.26982744364795508 0.20122961202287104 0.22907683718949545 0.33761119977862142 1.028969487888389 0.20133218771661643 0.17900824232492585 0.11594870609405983 0.13946540969482157 0.94223132288607292 0.27768101325636951 0.23862497293157503 0.10647135321050949 0.12043961836025119 0.40566656224473296 0.85217994985577938 0.48471428678749351 0.091007668583188206 0.20688757539028302 0.1941047823493135 0.20259262053150451 0.79263397472823249
leaf_count=4 50 31 2 20 208 49 113 36 115 23 8 65 258 47 29 51 24 108 115 16 33 7 471 175 632 10 32 201 47 141
internal_value=0 -0.00057746 -0.00118662 -0.000565176 0.000531434 -0.000505043 0.000145471 5.86502e-05 0.000128725 0.000315031 0.00070494 0.000900561 0.00102188 0.000381262 0.00187759 0.000799645 -0.000862745 -0.000421828 -0.000113762 -0.00129737 0.000205644 -0.00165501 -0.00233303 0.000560008 -0.00253922 -0.000108705 0.0003795 -0.000722836 0.000878094 0.000241072
internal_weight=0 2.94474 1.6883 1.15681 0.576613 0.390025 6.07893 5.84405 5.69773 4.79644 3.13667 2.90759 2.82152 1.61354 1.20798 1.41221 0.901293 1.65977 1.45854 0.516306 1.0746 0.580199 0.459759 0.958651 0.531485 0.631465 0.540458 0.33357 0.249819 1.25644
internal_count=3121 1612 1440 804 324 304 1509 1396 1346 964 702 694 658 371 287 324 382 262 239 131 259 480 473 208 636 267 257 225 96 172
is_linear=0
shrinkage=0.00293173


Tree=438
num_leaves=31
num_cat=0
split_feature=1 42 0 50 42 43 48 52 49 50 48 2 2 52 474 13 133 160 376 157 2 484 2 151 1429 15 49 403 15 1186
split_gain=0.650028 0.494439 0.488548 0.47025 0.409254 0.426119 0.42218 0.39241 0.389974 0.383957 0.378398 0.352588 0.36634 0.353933 0.347179 0.343791 0.403289 0.341878 0.327825 0.306718 0.244856 0.250935 0.235049 0.230846 0.214274 0.209939 0.210059 0.193738 0.384288 0.191587
threshold=0.10752500000000002 -1.0000000180025095e-35 -0.014954999999999998 0.10647500000000001 0.084050000000000014 -0.50216499999999986 0.089350000000000013 0.11434500000000002 -0.048674999999999989 0.10030500000000002 0.093440000000000009 0.089775000000000008 0.084055000000000005 -0.12005499999999998 0.085860000000000006 -0.076599999999999988 -0.25159999999999993 0.10830500000000001 0.088235000000000008 -0.06266999999999999 0.14530500000000005 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.082829999999999973 0.084180000000000019 -0.095869999999999983 -0.076864999999999975 0.03138500000000001 0.088345000000000021 0.090275000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 14 15 4 7 -6 9 11 -8 22 -10 12 -3 17 18 16 -2 -13 27 -17 21 -21 -7 -18 -14 -15 -27 -1 -29 -24
right_child=2 3 -4 -5 5 6 8 -9 10 -11 -12 13 24 25 -16 19 23 -19 -20 20 -22 -23 29 -25 -26 26 -28 28 -30 -31
leaf_value=-0.0012889419406404529 -0.0013407852315420843 0.00019771743031414841 0.0012839650393171461 -0.0013619776067491651 0.00082004582744185498 0.0011541163298426744 0.0012643985723312626 -0.00081857781706845783 0.00097210573485357298 0.00089926751696691419 -0.0012954449892352104 -0.00095540746895559508 -0.0010649927191982691 -5.4887597618233151e-05 0.00096446686602086708 0.00084773228080396506 -0.00016972997681984563 0.0012552902718043981 0.00092519632103978957 -0.001386559182405072 0.00077581856339681494 -0.00022134521687808677 -0.00097206148571019914 0.0010240288669082036 0.00063978672968196312 0.00015642112967675836 0.0010006450356799227 -0.0011301305935843119 0.00060171675270270016 0.0007253050569003259
leaf_weight=1.6103420207218788 0.18106903810985375 1.7935359934926949 0.71237968612695013 0.56162705400493074 0.47615207917988556 0.10374842153396757 0.41272694699000567 0.77244972868356843 0.21288100065430615 0.24589868210023258 0.36146745673613623 0.535548309853766 0.88740166742354609 0.67579335160553489 0.19920772867044423 0.54441078810486931 0.37342436041217286 0.16708553832722828 0.17224147240631271 0.37689946487080384 0.39365904079750169 3.1366468330379575 3.2123785460134924 1.4025645492365582 0.15814404236152768 0.72305575804784972 2.0803386295447122 0.6866506769438272 0.35325972962891683 0.12580403592437495
leaf_count=595 8 100 117 205 20 13 24 41 17 29 65 100 127 26 27 36 35 6 7 38 39 141 846 176 13 25 83 126 33 3
internal_value=0 -0.00026367 0.00022396 -0.000153285 -0.000100843 -0.000395941 -0.000519793 9.42044e-05 0.000263944 -0.000729566 -0.000454982 0.00019463 -0.000172339 0.000443769 -0.000757055 0.000106131 0.000577454 -0.000429706 -0.000878557 -0.000101076 -0.000233279 -0.000346338 -0.000845934 0.000773026 -0.000807136 0.00062017 0.000782902 -0.000995784 -0.000541818 -0.000908094
internal_weight=0 16.5277 7.12105 13.506 12.9444 5.15106 4.67491 7.79335 0.987075 3.68783 0.574348 7.0209 2.83908 4.18182 3.0217 6.40867 1.95706 0.702634 2.82249 4.45162 3.90721 3.51355 3.44193 1.77599 1.04555 3.47919 2.80339 2.65025 1.03991 3.33818
internal_count=3121 2531 590 1743 1538 1017 997 521 106 891 82 480 240 240 788 473 219 106 761 254 218 179 862 211 140 134 108 754 159 849
is_linear=0
shrinkage=0.00134927


Tree=439
num_leaves=31
num_cat=0
split_feature=1 12 3 40 123 484 42 43 42 43 133 453 147 160 13 52 483 15 14 11 133 52 16 0 474 133 0 48 0 42
split_gain=0.626352 0.384214 0.429005 0.418247 0.351417 0.262961 0.282726 0.312393 0.258432 0.267613 0.251437 0.237873 0.257093 0.226553 0.240746 0.315863 0.219767 0.245963 0.279015 0.215665 0.195987 0.194199 0.286364 0.203044 0.186651 0.186626 0.258504 0.262078 0.172796 0.164261
threshold=0.104035 -0.064509999999999984 0.31299000000000005 0.62200000000000011 1.0000000180025095e-35 -0.0068949999999999992 -1.0000000180025095e-35 -0.12152999999999999 0.092145000000000019 0.070450000000000013 -1.0000000180025095e-35 1.0000000180025095e-35 0.088520000000000015 -0.091944999999999985 -0.084319999999999992 0.0031350000000000002 0.10018500000000001 -0.24436499999999997 -0.46885499999999997 0.087830000000000005 1.0000000180025095e-35 0.19022000000000003 0.064860000000000015 -0.11173999999999999 0.086870000000000017 -0.086649999999999991 -0.10011499999999998 0.086260000000000017 -0.13843999999999998 -0.027559999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 3 11 29 5 -1 24 20 9 13 -6 12 16 -9 -15 25 17 18 -3 21 -8 22 23 28 -7 -16 27 -27 -19 -2
right_child=1 2 -4 -5 10 6 7 8 -10 -11 -12 -13 -14 14 15 -17 -18 19 -20 -21 -22 -23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=-0.0016083502859470418 -0.00016252443711732526 -0.00075149416010873932 0.0016845968585485213 -0.00187784564464 -0.0012957673096292534 -0.0013861129762656789 0.00082270661659405271 -0.0015350369239694091 -0.0013973350881047372 6.5503133171349653e-05 0.00068820079556396847 -0.0016192312175020809 0.00092695190468973054 -0.0011654368040251736 0.001001063321946788 0.00061346080601288981 -0.0016894445433121952 0.00037805283639233129 0.0012966466499047965 -0.001529656812179596 -0.00060435554562108347 -0.0012404236456629721 -0.00085762534369273778 0.0010059282906400944 0.00082132040172977429 0.00025505567235068317 -0.0013568247836459766 -0.00097305937453225956 -0.00080603482206270964 0.0015606435382541114
leaf_weight=1.0468112766393467 0.19495790923247114 0.29372637975029647 0.29028399079106737 0.14192526787519455 0.23184533743187785 2.1238929666578765 0.63305179146118351 0.87732467229943445 1.3432424052734857 1.362544117728248 0.75765982497250739 0.40800126083195198 0.43709220510208968 1.615187167772089 0.18584458314580654 0.70091185730416317 0.34515448985621322 0.76760968891903691 0.4986349938553748 0.47790334635647003 0.46308612753637135 0.56187305238563556 1.1005138580221681 0.60693491937127086 0.1120682920445687 0.97982913744635547 1.11995080509224 0.95212514884769917 0.6184439193457365 0.7270774600910952
leaf_count=424 19 12 60 2 21 685 31 189 337 50 74 15 49 259 11 31 25 36 62 45 35 37 78 32 22 34 198 29 13 206
internal_value=0 -0.000141475 -0.000295551 0.000786222 -0.000735627 -0.000805834 -0.000738461 -0.000621122 -0.000722007 -0.000605615 0.000223348 -0.000389536 -0.000301637 -0.000747801 -0.000623444 -0.000401181 -0.000403521 -0.000313412 0.000537406 -0.000476516 0.000219815 -0.000338829 -0.000175072 0.000201829 -0.00127547 -0.000620832 -0.000719597 -0.000350196 -0.000150276 0.00119629
internal_weight=0 7.47013 6.40617 1.06396 14.5054 13.5159 12.4691 10.2331 9.13696 7.79372 0.989505 6.11589 5.70789 6.43117 5.55385 3.93866 5.27079 4.92564 0.792361 4.13328 1.09614 3.65538 3.0935 1.99299 2.23596 3.23775 3.05191 1.93195 1.38605 0.922035
internal_count=3121 691 464 227 2430 2335 1911 1204 1138 801 95 404 389 751 562 303 340 315 74 241 66 196 159 81 707 272 261 63 49 225
is_linear=0
shrinkage=0.00166705


Tree=440
num_leaves=31
num_cat=0
split_feature=1 484 150 15 39 0 16 50 4 52 49 14 1374 1373 0 49 51 43 0 1 47 47 47 12 13 13 0 403 403 15
split_gain=0.786397 0.53544 0.525151 0.465997 0.547155 0.458249 0.456943 0.435015 0.374786 0.453404 0.365895 0.358324 0.354311 0.376349 0.349351 0.385906 0.445186 0.382744 0.357878 0.340188 0.350247 0.346174 0.368008 0.318588 0.323921 0.310139 0.289335 0.267678 0.35338 0.255283
threshold=0.094385000000000011 -0.0068949999999999992 0.080470000000000014 -0.24436499999999997 0.16946000000000003 0.024095000000000002 0.15891500000000003 0.11843500000000001 -0.49405499999999997 0.10347000000000002 0.006170000000000001 -0.46885499999999997 0.093750000000000014 -1.0000000180025095e-35 -0.10011499999999998 -0.088694999999999982 0.08955500000000001 -0.084004999999999982 -0.087634999999999977 0.13604000000000002 0.12033500000000001 0.11312500000000002 0.096300000000000011 0.090995000000000006 -0.084319999999999992 -0.0034749999999999994 -0.10324499999999999 0.092070000000000013 0.097240000000000007 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 7 6 10 19 11 9 -7 14 -2 13 -4 15 -3 -17 18 -16 20 21 22 23 24 -5 -20 -25 -19 -29 -26
right_child=2 5 12 4 -6 8 -8 -9 -10 -11 -12 -13 -14 -15 17 16 -18 27 25 -21 -22 -23 -24 26 29 -27 -28 28 -30 -31
leaf_value=-0.0012854088032825709 -0.00022829928126439036 -0.0011079805838384422 -0.00037554176634090253 -0.00030692433067677457 0.0013987003047456037 -0.0010143082744279621 -0.0009013057839891307 -0.0008157570894752386 0.00063979129367972096 0.00045977198761788302 -0.0010013763153387488 0.0010957388457553843 -0.00088682421102930539 0.00099371780420023904 -0.0012891004136026049 0.00032073245448083969 -0.00096196243702620973 -0.0010851624121871581 0.0005049320277247932 0.00091839074198410398 -0.00094567979908937577 0.0012416846379173542 -0.00085118118967436238 0.00039179647211881803 0.0012584824914498585 -0.00068712508696639548 -0.001231731966014585 0.0013616777943835294 -0.00072587186485041329 8.9635075093240306e-06
leaf_weight=0.87538702227175136 0.44064922898542147 0.45757127751130644 0.38578104972839433 0.68099858984351103 0.33542291447520245 0.68311991542577766 1.4129593975958412 0.33638713648542751 1.4555400621611614 0.66094830119982362 1.3510814915061917 1.2994049447006537 0.22726249042898405 1.9908865491161112 0.34270729456329707 2.9565990227274574 0.51087601296603669 1.944436333025813 1.1359215190168468 0.49093822971917678 0.81754111149348307 0.31598213291726995 0.88508192938752461 0.28892016876488924 0.71778657007962532 0.50872906483709535 0.45504640298895527 0.18094403878785659 0.46871550136711448 0.4156644488684833
leaf_count=397 33 28 10 33 10 34 167 20 53 17 380 175 10 207 53 126 26 720 117 27 47 11 42 7 47 116 84 3 108 13
internal_value=0 -0.000325713 0.00012559 -2.11511e-05 -0.00018146 -0.000259339 -0.000263242 0.000505094 0.000193682 -0.000289426 -0.000388 0.000760441 0.00062673 0.000771459 -0.000290577 -1.2776e-05 0.000131748 -0.000528577 -0.000109583 -8.53477e-05 -0.00019301 -2.93337e-05 -0.000145965 9.80041e-05 0.000384708 0.000136201 -0.000601233 -0.000849571 -0.000144445 0.000800253
internal_weight=0 13.5326 11.4967 8.89278 6.81634 12.6572 6.48092 2.07644 2.79961 1.34407 9.85758 1.74005 2.60393 2.37667 8.5065 3.92505 3.46748 4.58145 1.98736 5.06796 4.57702 3.75948 3.4435 2.55842 1.81445 1.64465 0.743967 2.5941 0.64966 1.13345
internal_count=3121 2178 943 716 488 1781 478 228 104 51 1677 208 227 217 1297 180 152 1117 286 311 284 237 226 184 93 233 91 831 111 60
is_linear=0
shrinkage=0.00126882


Tree=441
num_leaves=31
num_cat=0
split_feature=123 484 150 1213 475 1 51 48 457 133 1 132 42 52 133 33 13 47 13 15 3 403 42 52 3 3 12 457 2 51
split_gain=0.403951 0.352036 0.337059 0.330954 0.373221 0.328548 0.416784 0.330604 0.39017 0.296474 0.260847 0.261345 0.321631 0.314092 0.339306 0.316304 0.28605 0.275333 0.238834 0.249932 0.295032 0.226662 0.22144 0.217719 0.212724 0.239599 0.187541 0.222129 0.150633 0.148894
threshold=1.0000000180025095e-35 -0.0068949999999999992 0.097210000000000005 -1.0000000180025095e-35 -0.086004999999999984 0.13436000000000001 -0.40274499999999996 0.12737000000000001 0.080930000000000016 -1.0000000180025095e-35 0.13146500000000003 0.079970000000000013 -1.0000000180025095e-35 -0.0064899999999999992 0.10722500000000001 -0.0066799999999999993 -0.17933499999999997 0.11518500000000002 -0.091904999999999987 -0.095244999999999982 0.10732000000000001 0.093545000000000003 -0.14899999999999999 0.19022000000000003 0.090900000000000009 -0.080634999999999984 0.10806000000000002 -0.068264999999999978 0.11263500000000001 0.11144500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 -3 7 -7 8 10 -2 11 12 17 18 15 -15 -13 21 -14 -20 -21 -5 -11 26 25 -10 27 -17 -29 -25
right_child=9 3 -4 5 -6 6 -8 -9 24 22 -12 16 13 14 -16 23 -18 -19 19 20 -22 -23 -24 29 -26 -27 -28 28 -30 -31
leaf_value=-0.0014400827450503999 -0.00083002470626563295 0.0017056297124397155 0.00089153532510941177 -0.0016251257484685444 -0.0015704490659497455 -0.0017110672067012932 0.0013164356857189275 -0.0013315044897468829 0.0005547896593919168 -0.001304478166757506 0.0018610185832702458 -0.0016523649642443139 0.00032264863010626115 -0.0017173504528838997 -0.0015689623666947053 -0.0007356290011992639 0.00095804718770351859 0.001358967590612561 -5.3009504398987503e-05 -0.0016339990010580134 0.0011612681779790345 0.00010085729540445655 0.0012831326272535674 -0.0011451453586227109 0.0012605408347415928 -0.0015244722095646963 -0.00071834648166479163 0.00079356069367363233 -0.0002302594977385179 0.00053958441883733132
leaf_weight=1.0103751028655086 0.27732300874777127 0.11016868427395821 0.20480459753889579 1.015169161575608 0.71781383664346954 0.14672626834362745 0.83925888329395171 0.59680136101087633 0.68805246951524168 0.098964267643168458 0.16720049845753315 0.13395036919973791 0.5044348421506587 0.23555331211535868 0.33449000716791477 0.35255496978060197 0.82790701420162882 0.11967472650576372 0.5667915617232212 1.1384145365736853 0.11410302796866756 0.26314608409302298 1.105678552557946 0.46332049061311398 0.83747863036114722 0.19545456254854865 0.37434132996713732 2.7990463915048465 0.45949221021146502 0.20910888619255275
leaf_count=476 30 4 13 367 467 6 130 41 75 6 10 10 45 17 147 19 144 7 47 331 10 46 229 126 58 19 17 153 35 36
internal_value=0 -0.000190963 -0.00104712 -0.00011775 -0.00113454 -5.48407e-05 0.000865907 -0.000128075 -6.72079e-05 0.000714895 -0.000191738 -0.000226366 -0.00031459 -0.000179413 4.59241e-05 0.00015631 0.000594515 -0.00104479 -0.000686373 -0.000966141 -0.00137935 -0.00126983 0.00107055 0.000251063 0.000662083 9.48033e-05 0.000398239 0.000513989 0.00064919 -0.000621236
internal_weight=0 15.4256 1.21518 14.2105 0.827983 13.3825 0.985985 12.3965 11.7997 1.48197 10.0787 9.9115 8.94964 7.55165 5.22791 4.89342 0.961857 1.39799 2.32374 1.81931 1.25252 1.27832 1.20464 4.65786 1.72099 0.883507 3.98543 3.61109 3.25854 0.672429
internal_count=3121 2856 489 2367 471 1896 136 1760 1719 265 1567 1557 1403 983 550 403 154 420 433 388 341 413 235 386 152 94 224 207 188 162
is_linear=0
shrinkage=0.00165728


Tree=442
num_leaves=31
num_cat=0
split_feature=4 12 3 151 453 49 132 133 13 15 14 40 43 13 159 130 1 52 43 11 1 1429 394 447 3 12 43 43 51 0
split_gain=0.801945 0.61107 0.603225 0.49869 0.493294 0.477003 0.344737 0.457892 0.610612 0.397928 0.358844 0.377616 0.307467 0.347528 0.29979 0.295204 0.284687 0.262725 0.237762 0.230927 0.228676 0.21061 0.207317 0.203527 0.200697 0.498099 0.450394 0.37255 0.296485 0.270814
threshold=0.27287000000000006 0.084100000000000022 0.10732000000000001 -0.086769999999999986 1.0000000180025095e-35 -0.22491999999999998 0.081465000000000024 -0.0061299999999999992 -1.0000000180025095e-35 0.035560000000000008 0.019675000000000002 0.097265000000000018 -0.17390999999999998 0.19762500000000002 -1.0000000180025095e-35 -0.082549999999999985 0.086105000000000015 -0.085984999999999992 -0.088004999999999986 0.088710000000000011 0.11588000000000001 -1.0000000180025095e-35 -0.50204999999999989 0.095485000000000014 -0.078934999999999991 0.088365000000000013 -0.074359999999999996 -0.076124999999999984 0.12547500000000003 -0.060129999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 5 16 19 -3 7 -5 10 14 11 18 13 -7 -10 -14 -1 -16 -9 21 -15 -2 -17 24 29 -26 27 28 -27 -24
right_child=4 2 -4 6 -6 12 -8 8 9 -11 -12 -13 15 20 17 22 -18 -19 -20 -21 -22 -23 23 -25 25 26 -28 -29 -30 -31
leaf_value=-0.00053990364744089712 -0.000557326846647955 0.00035777797070440221 0.00047191550308785121 -0.0010387354864567833 -0.00085115994561773265 0.00052072136168384252 0.00066135636799696438 -0.00038846355414072248 -0.0011877228130992479 -0.0010494994307705574 -0.0010894244423167577 -0.00097476982990047289 0.0003075552133503523 -0.0011985327457871915 -0.00066381826486435402 0.00086124240791716014 0.00090492219824925692 7.1883275355256408e-05 0.00090706232338830445 -2.9571667415350788e-05 0.00025686592592306722 0.00086341006724502119 -0.0011722826660291417 0.0010135415922578627 0.00064010562125348266 -0.0011856954752739002 -0.0011924977740140105 0.0011470295642042475 0.0010742045598312051 -0.00048640435416186922
leaf_weight=0.22489106486318533 0.15379831346217665 0.79898211732507007 0.9598626773804434 0.75764147384324854 0.36856578104197968 0.66716931090923093 0.74569432076532471 0.22153234737925265 0.35987385676707884 0.81641360500361759 0.19302721437998105 0.19305423297919322 0.38265861227410081 0.41912597208283842 0.83046951616415521 0.10752406506799328 1.1182211169507352 3.3736607152968756 1.5933937244117244 0.64497888553887595 0.22931537008844316 2.0891349980374789 2.6941130194172733 0.085713365115225204 0.40854845650027316 0.33992819392005913 1.2802316049637734 0.24375518906163063 0.10411502415081486 1.1184922361862843
leaf_count=47 3 29 25 105 17 56 58 30 45 56 11 8 39 69 64 9 71 97 183 34 7 298 1070 5 23 95 394 18 9 146
internal_value=0 -0.000201046 -0.000410497 -3.41246e-06 0.000425393 -0.000505883 -0.000101936 -0.000170191 -8.33945e-05 -0.000296079 0.000436517 0.000583206 -0.000591278 -7.29878e-05 -0.000161306 -0.00069207 0.000663 -7.34447e-05 0.000748929 0.000588311 -0.000683844 0.00076599 -0.000752003 -0.000779647 -0.00080448 -0.000537233 -0.000781639 -1.68888e-05 -0.000655816 -0.000971069
internal_weight=0 20.2674 9.83954 10.4279 3.25648 8.87967 9.08476 8.33907 7.58143 5.38042 2.20101 2.00798 8.08069 1.31561 4.564 6.76508 1.34311 4.20413 1.81493 2.88791 0.648441 2.24293 6.38242 6.2749 6.18918 2.37658 1.96803 0.687798 0.444043 3.81261
internal_count=3121 2769 1994 775 352 1969 657 599 494 262 232 221 1940 132 206 1808 118 161 213 335 76 301 1769 1760 1755 539 516 122 104 1216
is_linear=0
shrinkage=0.00117172


Tree=443
num_leaves=31
num_cat=0
split_feature=4 12 3 49 151 151 15 132 133 13 40 160 43 130 52 130 453 50 1 1 12 3 0 147 403 52 160 4 457 4
split_gain=0.604103 0.430201 0.437292 0.480252 0.417398 0.36482 0.29083 0.262159 0.396646 0.370439 0.349075 0.39955 0.234621 0.286751 0.248171 0.218426 0.196928 0.234711 0.184148 0.174172 0.187081 0.353609 0.393375 0.273133 0.236826 0.173388 0.202491 0.19742 0.16994 0.215209
threshold=0.27287000000000006 0.084100000000000022 0.10732000000000001 -0.22491999999999998 -0.27559499999999998 -0.086769999999999986 0.084050000000000014 0.081465000000000024 -0.0061299999999999992 -0.0021749999999999994 0.097265000000000018 -0.082179999999999989 -0.17390999999999998 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.082549999999999985 1.0000000180025095e-35 0.11875500000000001 0.086105000000000015 0.13146500000000003 0.092355000000000007 -0.078934999999999991 -0.076899999999999982 0.10100500000000003 0.07955000000000001 -0.085984999999999992 -0.091944999999999985 -0.0019149999999999998 0.093100000000000002 0.053180000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 3 -3 -2 18 7 8 -7 10 11 -10 13 -5 -15 -14 17 -6 -1 20 21 22 -17 -22 -24 -11 -27 -28 29 -29
right_child=4 2 -4 12 16 6 -8 -9 9 25 -12 -13 15 14 -16 19 -18 -19 -20 -21 23 -23 24 -25 -26 26 27 28 -30 -31
leaf_value=-0.00054410934639107086 -0.0012971070802373383 0.0005549761974536398 0.00051492654552311005 -0.0013410286456739453 0.00095860366182941542 -0.0011729687535793757 -0.0010396930453745999 0.00085185325370972333 -0.00086587183530940459 -0.00081019327945009659 -0.0012300481981573099 0.0011018113198892157 0.00033507384800111976 -0.00086890525927647573 0.00078249986940699082 -0.0013972546135492953 -0.00074642834678484947 -0.00041672051481373687 0.0010269148711428021 0.0002402938337753122 -0.001419064406963064 7.308613440963144e-05 -0.0005602609680587262 0.0014426981837496907 0.0014031714354406947 -0.00093621258922328211 0.00049271112584713854 -0.0012902891782878372 0.00028216139924641583 -7.1073442952622771e-05
leaf_weight=0.17541327257640638 0.2305117207579318 0.68704980352777401 0.82844369346275915 0.27596594212809578 1.9643263744655994 0.62448288695304643 0.60619141129427578 0.60679962474387128 0.24146450939588238 0.78748341166647051 0.1902496707625686 1.2559485885140018 0.3148954128264484 0.25242174050072208 0.61062101789866818 1.590117985964755 0.17708940431475628 0.2779904888011514 0.88616190239554271 0.26433742232620705 1.622135148354573 0.80837490028351133 0.60931904509197932 0.068205127492546924 0.15030503435991704 0.47605709801428009 1.1940723394509403 0.47748139058240446 0.76765715889632691 0.70167465973645449
leaf_count=47 15 29 25 39 314 72 122 46 28 72 7 156 39 43 50 832 8 15 71 9 703 117 99 3 6 32 50 27 17 28
internal_value=0 -0.00021476 -0.000449308 -0.000559432 0.00050416 -3.92409e-06 -0.000107175 -2.99859e-05 -0.000109654 -6.57112e-07 0.000557413 0.000784514 -0.000676028 -9.79781e-05 0.000299499 -0.000797333 0.000675778 0.000788098 0.000767321 -0.000867077 -0.000927451 -0.000726127 -0.00100108 -0.00130359 -0.000171761 -0.000214495 -8.47993e-05 4.42475e-05 -0.000230816 -0.000564776
internal_weight=0 17.0733 8.08219 7.25375 2.64992 8.99114 7.92956 7.32337 6.71657 6.09209 1.68766 1.49741 6.5667 1.13901 0.863043 5.42769 2.41941 2.24232 1.06158 5.11279 4.84846 3.15812 2.34974 1.69034 0.759624 4.40443 3.61694 3.14089 1.94681 1.17916
internal_count=3121 2769 1994 1969 352 775 657 535 489 417 191 184 1940 132 93 1808 337 329 118 1769 1760 1054 937 706 105 226 154 122 72 55
is_linear=0
shrinkage=0.00140091


Tree=444
num_leaves=31
num_cat=0
split_feature=1213 475 1456 1 157 128 454 393 50 51 0 42 3 11 4 43 4 159 4 16 4 150 48 147 43 455 394 48 52 122
split_gain=0.13283 0.184936 0.132105 0.123835 0.174059 0.17004 0.140634 0.134753 0.134815 0.139988 0.134108 0.118597 0.242703 0.161533 0.121161 0.148557 0.164955 0.176287 0.162031 0.263615 0.126312 0.120506 0.10338 0.128375 0.102684 0.135144 0.122055 0.101225 0.263387 0.12302
threshold=-1.0000000180025095e-35 -0.086004999999999984 -1.0000000180025095e-35 0.10752500000000002 -0.084489999999999996 0.086435000000000012 -1.0000000180025095e-35 0.091220000000000009 0.10647500000000001 -0.096089999999999981 -0.014954999999999998 0.092145000000000019 -0.15447499999999995 1.0000000180025095e-35 -0.52556499999999995 0.13895500000000002 -0.0016099999999999997 0.10275500000000001 0.0052350000000000009 -0.094359999999999986 0.052250000000000012 0.090480000000000019 -0.09386499999999999 0.089025000000000007 -0.50216499999999986 0.081825000000000009 0.15288500000000002 0.12879500000000002 0.024145000000000003 0.09197000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -2 4 -4 6 -6 8 9 -8 22 12 -11 14 -14 16 17 21 -18 -20 -21 -16 -5 27 -13 26 -26 29 -29 -24
right_child=2 -3 3 10 5 -7 7 -9 -10 11 -12 24 13 -15 15 -17 18 -19 19 20 -22 -23 23 -25 25 -27 -28 28 -30 -31
leaf_value=0.0036296470910417247 -0.0023688028793360113 -0.0032362015534335908 -0.0035874292533863428 -0.0029656511508598712 -0.0032570601519507822 -0.0036281855018033926 -0.0024258269961337214 -0.0036270466830413636 -0.0035941720930923126 0.0033821100443597362 0.0033500546917421903 0.0019764984497764198 -0.003518912138007888 -0.0034881304645502003 0.0015016795211777445 0.0028663905557711335 -0.0026843358759918732 -0.0036584837362783422 -0.0019650016597876165 0.0030654082197465434 1.4368101583051697e-05 -0.0023812092500539784 0.0010061483764789831 0.0036114211776818684 -0.003027031870335403 0.0029204316237127709 0.0026692832304803025 -0.0030781136379942416 0.0020413009829617097 -0.0024731208770580812
leaf_weight=0.059157269075512886 0.3051748091602321 0.32912419993954145 0.19529224369762044 0.11088424047920931 0.16954913471999677 0.17495313863037143 0.24396532570244556 0.12461056985193852 0.12123001742293116 0.35801359017204681 0.21483127446845163 0.11757755681173876 0.096090637380254473 0.13819912816688873 1.7258768717438195 0.32262658534455102 0.35035930629239276 0.097628236813761649 0.47502602417080186 0.3361351181520148 0.35831097565824166 0.10858908327645611 1.7228877508459852 0.16491512546781439 0.42546451959060494 0.070422479882836342 0.054204364307224751 0.31970036926213641 0.2147278361953795 0.14048560115043063
leaf_count=4 258 487 180 11 54 112 177 87 123 51 117 9 6 19 411 74 71 37 93 24 18 29 324 41 226 12 2 38 16 10
internal_value=0 -0.00219014 -5.56726e-05 2.31774e-05 -0.000267017 -0.000156527 -4.98548e-05 4.85786e-05 0.000133402 0.000219012 0.000632427 0.000347177 0.000561737 0.000309861 0.000445466 0.000546389 0.000329555 0.00102271 -0.00055162 8.73152e-05 0.00149117 0.00127184 0.000414058 0.000560292 -0.00105614 -0.00170434 -0.00238333 0.000350443 -0.00102118 0.000743835
internal_weight=0 0.388281 9.25773 8.95256 6.06412 5.86883 5.69388 5.52433 5.39972 5.27849 2.88843 5.03452 4.36686 4.00884 3.87064 3.77455 3.45193 1.93209 1.51983 1.16947 0.694446 1.83447 2.6736 2.56272 0.667669 0.550091 0.479669 2.3978 0.534428 1.86337
internal_count=3121 491 2630 2372 1815 1635 1523 1469 1382 1259 557 1082 833 782 763 757 683 477 206 135 42 440 440 429 249 240 228 388 54 334
is_linear=0
shrinkage=0.00357515


Tree=445
num_leaves=31
num_cat=0
split_feature=4 151 11 48 0 158 15 15 1 52 4 52 403 2 156 48 16 16 43 42 4 0 3 3 402 52 453 14 47 0
split_gain=0.453439 0.43288 0.312416 0.335032 0.295926 0.285508 0.267303 0.478321 0.38846 0.353579 0.343931 0.493354 0.265311 0.231533 0.246947 0.231725 0.216447 0.221432 0.254183 0.267832 0.201646 0.190911 0.186192 0.31165 0.184239 0.176557 0.170357 0.179345 0.224332 0.162581
threshold=0.27287000000000006 -0.27559499999999998 0.081790000000000015 0.016865000000000002 -0.019414999999999998 0.085900000000000018 -0.0072999999999999992 0.035560000000000008 0.092390000000000014 0.11434500000000002 -0.49405499999999997 0.10347000000000002 -1.0000000180025095e-35 0.089775000000000008 0.080810000000000007 0.085845000000000019 -0.083134999999999987 -0.084119999999999986 0.016310000000000002 0.08623500000000002 0.033845000000000007 -0.076579999999999995 -1.0000000180025095e-35 -0.087429999999999994 -0.50169499999999989 -0.089199999999999988 1.0000000180025095e-35 -0.46885499999999997 0.10954500000000002 -0.18113999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 5 13 6 8 9 -1 10 11 -8 -9 15 20 -5 17 18 19 -14 25 -17 23 -12 -18 -15 27 -3 -29 -22
right_child=1 26 -4 4 -6 -7 7 12 -10 -11 22 -13 16 14 -16 21 24 -19 -20 -21 29 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=-0.0015827889477206362 -0.0015811858392621345 -9.6630035259741661e-05 -0.00140120424882011 0.00051311660707795733 0.0013522288761994262 -0.0016910155871178415 -0.0014119891966280032 -0.0016615281639773775 -0.00029698269122972927 -0.0010587873336328254 0.0012468636288211052 0.0013374713452000339 -0.0014767791140224782 -0.00017632965440102667 -0.0013413277753281183 -0.0016415723730404379 0.0017733388942342307 0.0016578644732173082 0.00058458149158394633 0.00028805752396300383 -0.0013665247220587102 0.00055726047192308022 0.0016623616316366868 -0.00070385033734943073 -0.0012050787185844231 0.00088840014621090527 -0.00096225980207903538 0.0014504826565042391 -0.00028574624123816537 0.00028392929257309323
leaf_weight=0.95807616211823043 0.23430256103165481 0.37847010142286386 0.6089808845426895 0.31247525266371656 0.51987616566475559 0.42806981137255284 0.45044398179743494 0.49517884923261446 1.9769822451344223 0.40070974471746001 0.63731658575125083 0.29772357642650604 0.57349469349719562 0.5738469893694863 0.24835949426051218 0.55089883132313844 0.061163723468780629 0.19437610742170397 0.65550257670111023 0.401549169968348 0.28516221791505814 0.13503538473742083 0.73094244324601965 0.34764358332904521 0.84664214213262468 1.6802424422348852 0.14095727307721961 1.296517781738656 0.24264741328079242 0.38558896785252716
leaf_count=532 15 44 127 28 57 199 46 525 143 25 36 5 81 61 23 131 1 10 55 51 12 30 44 56 289 152 8 266 19 50
internal_value=0 0.000553255 -0.000238929 -0.000188898 0.000173175 -0.00036854 -0.000305832 -0.000107902 -0.000716702 0.000385006 0.000619797 -0.000317877 -0.00054536 2.6238e-05 0.000245244 -0.00066982 -0.000343107 -1.41441e-05 -0.000213463 -0.000749972 0.000379966 -0.0012087 0.00102864 0.000558355 -0.00100441 0.000617341 0.000796191 0.000925447 0.00117677 -0.000417742
internal_weight=0 2.2929 14.7563 14.1473 4.69149 9.45582 9.02775 6.09269 2.93506 2.86478 2.46407 0.748168 3.22791 4.17161 3.1732 0.998409 2.73273 1.82492 1.63055 0.975044 2.92484 0.685934 1.7159 0.98496 0.907806 2.25409 2.05859 1.91764 1.53917 0.670751
internal_count=3121 352 2769 2642 544 2098 1899 1224 675 212 187 51 1012 487 298 189 487 197 187 132 275 161 136 92 290 213 337 329 285 62
is_linear=0
shrinkage=0.00165728


Tree=446
num_leaves=31
num_cat=0
split_feature=4 12 453 3 49 151 15 11 52 52 132 133 4 15 15 1 3 11 47 16 159 15 15 0 3 12 43 43 42 0
split_gain=0.567428 0.461199 0.388173 0.387876 0.404128 0.328172 0.302816 0.254206 0.244994 0.338868 0.259723 0.377047 0.288407 0.208715 0.302578 0.324103 0.207296 0.225679 0.201999 0.201215 0.198692 0.250832 0.213103 0.192589 0.191175 0.505838 0.285307 0.564567 0.251314 0.220293
threshold=0.27287000000000006 0.084100000000000022 1.0000000180025095e-35 0.10732000000000001 -0.22491999999999998 -0.086769999999999986 0.084050000000000014 0.088710000000000011 0.19022000000000003 0.077655000000000016 0.082230000000000011 -0.0061299999999999992 -0.35136499999999998 -0.0072999999999999992 -0.074054999999999996 0.094385000000000011 -0.097604999999999983 0.081790000000000015 0.082095000000000015 0.16703000000000004 0.092630000000000018 -0.11033999999999998 0.081070000000000017 -0.057069999999999989 -0.078934999999999991 0.090545000000000014 -0.074359999999999996 -0.076124999999999984 -0.095284999999999995 -0.077809999999999976
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 7 4 -3 18 8 -2 9 10 11 -7 -13 14 15 -14 17 20 -1 -11 21 -6 -23 -24 28 -26 27 -27 29 -18
right_child=2 3 -4 -5 16 6 -8 -9 -10 19 -12 12 13 -15 -16 -17 24 -19 -20 -21 -22 22 23 -25 25 26 -28 -29 -30 -31
leaf_value=0.0011158502535596789 0.00094237204853423915 0.00048558735359921794 -0.0010624389603506128 0.00052441081532532733 -0.00152234567025886 -0.0014757870829610923 -0.0011021498066682849 -0.00015767131459497685 -0.0010194697451906805 0.001055795994633478 0.0010105987698933489 -0.0014176839212838022 -0.00036757715179977377 0.00057064340939837026 -0.00097953863881210701 0.0007589690040915747 -0.0014414424514493673 -0.0011169050675714789 -0.00050112137521583094 -0.00019916260576278579 -0.0011628963611209206 0.00075138313611955833 -0.0014594296383686211 0.00088056118212754013 0.00061515736850695343 -0.0013559296128925471 -0.0014620454570392872 0.0015107290440796127 -0.0013241191608777088 0.0012590325731716748
leaf_weight=0.7953674635500646 1.8434779204544609 0.68186993862037049 0.29348130826838303 0.74177024350501586 0.15873011969961215 0.42827937167021435 0.55652285180985916 0.56433396413922299 0.45481113297864784 0.9674006553541401 0.40018289012368757 0.30097178329015051 1.2617303735460157 1.0966969674336788 0.7067713002325039 0.89987127273343492 0.10354503314010799 0.5429670147714204 0.19857454346492887 0.36077399365603924 0.27505586284678418 0.89642046653898722 0.20180039541446593 0.11276618205010902 0.56391515213180188 0.34663261083187535 0.94336482940707322 0.23854257812490698 1.968725826183799 0.15533968852833302
leaf_count=99 301 29 17 25 12 52 122 34 40 78 34 58 62 63 59 82 67 114 19 7 39 55 61 3 65 104 377 17 1002 24
internal_value=0 -0.000214746 0.000494747 -0.000462966 -0.000564836 1.88521e-05 -8.46267e-05 0.000684548 -2.28929e-06 6.97406e-05 -9.84597e-05 -0.000193005 -6.42231e-05 3.85124e-05 -0.000164943 0.000101402 -0.000674896 -0.000315214 0.000792804 0.00071491 -5.05628e-05 0.000172807 0.000394999 -0.000620587 -0.000857044 -0.000545762 -0.000974053 -0.000187356 -0.00114944 0.000178935
internal_weight=0 16.3594 2.70129 7.93145 7.18968 8.42795 7.43401 2.40781 6.87749 6.42268 5.0945 4.69432 4.26604 3.96507 2.86837 2.1616 6.50781 2.18774 0.993942 1.32817 1.64477 1.36972 1.21099 0.314567 4.32007 2.09246 1.52854 0.585175 2.22761 0.258885
internal_count=3121 2769 352 1994 1969 775 657 335 535 495 410 376 324 266 203 144 1940 284 118 85 170 131 119 64 1656 563 498 121 1093 91
is_linear=0
shrinkage=0.00143414


Tree=447
num_leaves=31
num_cat=0
split_feature=4 151 11 474 403 52 480 1213 1456 156 452 1374 48 157 1456 453 41 158 133 456 2 130 1186 1374 38 15 12 160 16 1
split_gain=0.132975 0.167608 0.161976 0.151894 0.146093 0.161488 0.147106 0.138089 0.141163 0.137316 0.122827 0.120425 0.125713 0.131673 0.113869 0.130554 0.145036 0.113552 0.110635 0.112935 0.104668 0.0985139 0.120827 0.114223 0.120304 0.11696 0.133332 0.126351 0.140653 0.11198
threshold=0.27287000000000006 -0.27559499999999998 0.081790000000000015 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.04127999999999999 0.084710000000000021 -1.0000000180025095e-35 -1.0000000180025095e-35 0.10499000000000001 0.085195000000000007 0.093235000000000012 0.13723000000000002 -0.084489999999999996 0.091180000000000011 1.0000000180025095e-35 0.08178500000000001 0.094850000000000004 -0.25159999999999993 0.087015000000000023 -0.18970999999999996 -1.0000000180025095e-35 0.081240000000000021 -0.094929999999999987 0.10828500000000001 -0.10653 0.10742000000000002 -0.098904999999999979 -0.024819999999999998 0.085110000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 4 -3 5 -1 7 -6 10 11 -9 12 13 -10 15 16 -5 18 -15 21 -4 22 -20 -23 25 29 27 28 -27 -25
right_child=1 3 20 14 6 -7 -8 8 9 -11 -12 -13 -14 17 -16 -17 -18 -19 19 -21 -22 23 -24 24 -26 26 -28 -29 -30 -31
leaf_value=0.00010679350130210073 -0.0029442310218204346 -0.0034479040936029699 0.0023425255770062009 0.0028573259526678226 -0.0032347750824404725 -0.0032381420058568795 -0.0032465731109043187 -0.0032457720605966306 -0.0026859980846652503 -0.0029070061155593119 0.0033451778312223171 -0.002728027673316002 0.0025459107286711887 -0.0018481229890056885 -0.0027410062712845827 -0.0019722464330239812 -6.1003146840867413e-05 -0.0024453881874109992 -0.0022766978627727016 -0.0016996146304170089 -0.0032581220373784406 -0.00097393502362117413 0.00069206953055759733 -0.00039362412731666526 -0.0020973638851518915 -0.003136165549421649 -0.001625434665566874 0.0010700928066568172 0.00095355066942008398 0.0033294326958930327
leaf_weight=0.27659343311825069 0.11081765987910319 0.068566258996724971 0.039779007900506258 0.69807251496240563 0.13461372628807833 0.32903484789858151 0.14801600598730136 0.21266546496189942 0.1611151993929506 0.14963667520350998 0.034167945384979248 0.14140464339288872 0.2457288842415436 0.23146259020722748 0.062040205812081584 0.0890617819968611 0.23767108685569838 0.15641442148626072 0.27687489986419489 0.24884435392596049 0.27434083395928688 0.40494579254300145 0.29460492939688265 0.11042586491384776 0.1431164031382649 0.16474205517442897 0.23554207829874929 3.3676080180594128 0.18686549127596563 0.35296679366729222
leaf_count=83 15 3 5 279 188 647 176 239 119 78 1 31 29 118 9 8 38 69 49 85 122 24 40 35 13 65 25 445 46 37
internal_value=0 0.000846399 -0.000275988 0.00120996 -0.000186825 -0.00171049 -6.21553e-05 2.82421e-06 6.40431e-05 0.000150153 -0.00233342 0.000218201 0.000281504 0.000193677 0.00150382 0.00176079 0.00211609 0.000268819 0.000339364 0.000426864 -0.00254888 0.00052242 -0.000746262 0.000668412 0.000814219 0.000908533 0.000728824 0.000877922 -0.000962643 0.00244223
internal_weight=0 1.26623 8.32151 1.15541 8.00739 0.605628 7.40176 7.25375 7.11913 6.8723 0.246833 6.72266 6.58126 6.33553 1.08685 1.02481 0.935744 6.17441 6.018 5.78654 0.31412 5.53769 0.57148 4.96621 4.56127 4.41815 3.95476 3.71922 0.351608 0.463393
internal_count=3121 352 2769 337 2642 730 1912 1736 1548 1308 240 1230 1199 1170 334 325 317 1051 982 864 127 779 89 690 666 653 581 556 111 72
is_linear=0
shrinkage=0.00322668


Tree=448
num_leaves=31
num_cat=0
split_feature=1 150 0 1 4 52 4 39 16 1 47 1374 14 2 48 50 124 1373 13 2 16 4 1212 132 42 15 12 42 1 0
split_gain=0.527197 0.436791 0.37392 0.320331 0.312288 0.346613 0.297575 0.273491 0.326181 0.277164 0.27383 0.273054 0.264207 0.306902 0.534087 0.26064 0.250332 0.240901 0.22888 0.224491 0.211326 0.328215 0.238164 0.210159 0.205283 0.200345 0.347843 0.352501 0.197074 0.188408
threshold=0.094385000000000011 0.080470000000000014 0.024095000000000002 1.0000000180025095e-35 -0.49405499999999997 0.10347000000000002 0.51303500000000013 0.16946000000000003 0.071345000000000006 0.14000500000000002 0.12033500000000001 0.093750000000000014 0.062655000000000016 0.073895000000000002 0.086260000000000017 0.11392500000000001 -0.087759999999999991 -1.0000000180025095e-35 -0.50061499999999992 0.11474000000000002 -0.056919999999999991 0.053180000000000012 -0.47073499999999996 0.12527000000000002 0.088380000000000014 -1.0000000180025095e-35 0.092200000000000018 0.091295000000000015 0.12577000000000002 -0.13843999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 6 3 18 5 -4 7 8 9 10 15 17 13 20 -15 16 -2 -3 -1 24 21 22 -5 -24 29 -20 27 -27 -10 -18
right_child=1 11 4 12 -6 -7 -8 -9 28 -11 -12 -13 -14 14 -16 -17 19 -19 25 -21 -22 -23 23 -25 -26 26 -28 -29 -30 -31
leaf_value=0.00082919236125493132 -0.0012383593409750198 -0.00028631023948457628 -0.0013604802590467173 0.0013402721605691799 0.00079226913494919674 0.00057573406390253653 0.0014234737492499108 0.0017195775893355601 -0.0016018850250282101 0.0015022714070820247 -0.0010238030231960022 -0.0010808406957899582 -0.0016585696212106748 0.00095990555227527352 -0.00078278751411059834 -0.0012686797889347823 0.00052376810707142072 0.0013108327641935004 -0.0013590898741235981 0.0011975612100456235 -0.0015041078221332547 0.0015250032055606534 -0.0016798266299237108 0.0012632139916027056 0.0010003509236203585 -0.00066645065690578093 -0.0016742624389898828 0.0010028977297217437 -0.00029368431356077153 -0.00051613925726888186
leaf_weight=0.21300884243100782 0.2867451029596858 0.30438752239570055 0.52554911019979078 0.11751829693093963 1.2188556329347182 0.47144557547289878 0.36592324328375969 0.21515517588704813 0.58614566893083953 0.32111376657849167 0.69146453251596529 0.17807884840294708 0.29621416272129852 1.3530695930239747 0.7265051919966935 0.34246955308481108 0.76363833341747556 1.5286724138422867 1.6363093149557233 0.67927199241239566 0.49556710061733622 0.22830887488089502 0.44137505249818776 0.076525691314600408 0.57344695637584653 1.4077661054616366 0.62869984275312152 0.44826591966557305 0.65586375654675066 1.2108579157211337
leaf_count=5 18 10 55 6 62 17 113 10 155 45 52 10 77 67 35 56 39 207 771 54 129 11 180 7 60 459 237 60 35 79
internal_value=0 0.000187347 -0.000360921 -0.000524736 0.000235616 -0.000444909 -1.39989e-05 -9.71462e-05 -0.000161109 3.0194e-05 -7.37451e-05 0.00085733 -0.00017286 -4.4885e-05 0.000351091 9.66019e-05 0.000229662 0.00104562 -0.000827982 0.000360099 -0.000650685 -0.000161031 -0.000766831 -0.00124496 0.000136834 -0.000913638 -0.000620288 -0.000263272 -0.000911068 -0.000113954
internal_weight=0 8.70323 10.285 8.06913 2.21585 0.996995 6.6921 6.32617 6.11102 4.86901 4.54789 2.01114 3.73508 3.43887 2.07957 3.85643 3.51396 1.83306 4.33405 3.22722 1.3593 0.863728 0.635419 0.517901 2.54794 4.12104 2.48473 1.85603 1.24201 1.9745
internal_count=3121 943 2178 2044 134 72 716 603 593 403 358 227 512 435 102 306 250 217 1532 232 333 204 193 187 178 1527 756 519 190 118
is_linear=0
shrinkage=0.00163948


Tree=449
num_leaves=31
num_cat=0
split_feature=1 150 0 15 0 50 51 49 49 4 52 3 43 160 43 52 47 4 0 48 15 52 159 3 51 0 1 15 2 3
split_gain=1.01615 0.614815 0.610368 0.445872 0.441505 0.43886 0.33746 0.378857 0.414245 0.322101 0.511122 0.315151 0.364672 0.337394 0.338618 0.312802 0.318579 0.482017 0.478157 0.294569 0.29079 0.267683 0.338385 0.250219 0.388821 0.429841 0.241867 0.241103 0.238462 0.445471
threshold=0.094385000000000011 0.080470000000000014 -0.060129999999999996 -0.24436499999999997 -0.10011499999999998 0.11843500000000001 0.08955500000000001 0.0065400000000000015 -0.088694999999999982 -0.49405499999999997 0.10347000000000002 0.16158000000000003 -0.074359999999999996 -1.0000000180025095e-35 -0.11180499999999999 -0.069804999999999992 0.096300000000000011 -0.0073899999999999999 -0.075684999999999988 0.12879500000000002 0.14654000000000003 0.11434500000000002 0.092630000000000018 0.090900000000000009 0.045645000000000005 -0.10224499999999999 0.111945 0.050935000000000008 0.10731 -0.116045
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 5 6 26 7 8 -1 10 -4 12 13 -5 -15 -14 17 27 -18 -3 -6 22 28 24 25 -10 -2 -17 -11 -30
right_child=1 19 9 11 20 -7 -8 -9 23 21 -12 -13 15 14 -16 16 18 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=-0.0010878742053763762 0.00018495764602595007 0.00085942452403581855 -0.0010979439974607708 -0.00072880089745647788 -0.0008472238432914044 -0.0007260509030095609 -0.0010584333784541373 -0.0011887473554865126 -0.00063329238582784215 0.0011104537538820958 0.00039087048573122985 0.00056109105876075386 -0.0012152389039128736 -0.0001502135246106308 0.00089011921917921848 0.00066811819963112987 -0.0012133057153053445 0.00088728303041945731 0.00040111554532615002 -0.00024977992743722781 0.00034561690264518996 -0.00062015640517931953 -0.00044113465201558522 0.00087984662986919282 0.00084183645280516456 0.00086149663635919809 0.0011709517810965895 -0.0012344198288145967 0.0013307129769104498 -0.0012547491598757859
leaf_weight=0.43804905831348229 0.62965068919584055 2.2653046109480779 0.75037217803765111 0.59088714374229345 4.7285671104618805 0.36248131608590473 0.65738606132799748 0.43542104528751213 1.3186362909036697 1.1335627268999844 0.68571042502298951 0.83122187526896585 0.7913785398122849 1.0181941989576444 0.93032208143267658 0.14155841385945589 0.94813023798633367 0.64007492270320854 0.40760358585976042 0.44511150917969633 0.34040777292102564 0.36331249150680367 0.42494503909256298 0.67213258240371931 0.64488111250102509 0.38653222098946449 1.0012976164580321 0.38493718864629045 0.20202179066836845 0.21242844202788524
leaf_count=29 25 214 64 46 1610 20 42 85 97 37 18 44 117 41 72 6 54 22 25 13 10 32 25 21 26 10 183 61 4 68
internal_value=0 0.000159031 -0.000347447 -2.83545e-06 -0.000514059 0.000514565 -0.000232323 -9.29179e-05 4.49767e-05 7.75236e-05 -0.000387055 -0.000157137 -0.000259136 9.62872e-05 0.000346495 -0.000531511 -0.00031699 0.000160583 -0.000727927 0.000677268 -0.000767118 0.000363095 0.000544157 0.000209177 1.73606e-05 -0.00029445 0.000790295 -0.000722886 0.00081463 5.52204e-06
internal_weight=0 11.3882 13.3944 8.67774 9.62201 1.99343 4.55304 3.89565 3.46023 3.77235 1.43608 6.68431 5.85309 2.5394 1.94852 3.31368 2.5223 1.16657 1.35573 2.71042 5.06897 2.33627 1.97296 3.02218 2.35005 1.70517 1.63095 0.526496 1.54801 0.41445
internal_count=3121 943 2178 716 1930 228 310 268 183 248 82 488 444 159 113 285 168 89 79 227 1620 166 134 154 133 107 208 67 109 72
is_linear=0
shrinkage=0.00124651


Tree=450
num_leaves=31
num_cat=0
split_feature=4 457 151 403 11 0 1 484 3 43 43 160 13 3 3 48 52 52 12 403 16 43 1373 52 15 43 13 16 50 47
split_gain=0.836845 0.60022 0.545955 0.524248 0.578736 0.529355 0.465361 0.459223 0.426035 0.390575 0.500213 0.471609 0.457579 0.388832 0.397615 0.377318 0.368819 0.418066 0.358113 0.335435 0.331369 0.543219 0.303327 0.295418 0.27651 0.278495 0.251965 0.237356 0.234684 0.288907
threshold=0.27287000000000006 0.078435000000000019 -0.27559499999999998 -1.0000000180025095e-35 0.081790000000000015 -0.019414999999999998 0.093575000000000019 0.073690000000000019 -0.078934999999999991 -0.074359999999999996 -0.25681499999999996 -0.23269999999999999 -0.095304999999999987 0.090900000000000009 -0.080634999999999984 0.081275000000000014 -1.0000000180025095e-35 0.098380000000000009 0.089085000000000011 0.096440000000000012 0.15891500000000003 -0.11720999999999999 -1.0000000180025095e-35 -0.085984999999999992 -0.0040799999999999994 0.0010100000000000003 -0.080759999999999985 -0.43320999999999993 0.11875500000000001 0.12794000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 7 5 8 13 -1 16 10 -10 -12 24 14 26 20 -5 19 23 -18 -7 -22 -8 -14 25 -11 -3 -13 29 -4
right_child=2 6 28 4 -6 15 22 -9 9 12 11 27 18 -15 -16 -17 17 -19 -20 -21 21 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0011812814600058699 -0.0010853052949184089 -0.00091019876289534778 0.00083441439663459432 -0.0011789649120777148 -0.0011973852505717329 0.00055581803846207556 -0.00024343939271498843 0.00025921607374498754 -0.0011309106207457096 0.00030752821171087735 -0.0011959286532812472 -0.00078137282312119025 -0.0010177919701183601 0.00072375522429864603 -0.0011622452071582089 0.0011036950297895524 9.273772713668309e-05 -0.001188082519185256 -0.0011894663065991759 -0.0011837172859593913 0.00075762502751715918 -0.00075091236808333319 0.0010627715962246362 -0.00014735606492919328 0.00076542511668238112 -0.0011488705470761051 0.00049440800392999576 0.00095431092767673663 -0.00031421732457929838 -0.00061453232555798497
leaf_weight=1.4013771186291801 0.28758241049945388 0.24624879250768605 2.4441211187513545 1.048977254220522 0.7598512159893297 1.1408660826273189 0.31217138795182098 0.38795961195137341 0.26866228086873878 0.50536567845847458 0.17994592967443157 0.11764987162314344 0.6495020869188014 0.56930158496834327 0.58722699363715891 0.60428306029643852 1.77572307427181 0.64526328863576043 0.74789541005156923 0.33615703211398784 0.47686105314642224 1.0479257372207933 1.1190421647625042 3.0450752943288526 0.80421676998957969 0.28021678206278011 0.60891785938292742 1.3425317886285482 0.33811248745769251 0.2047591283917426
leaf_count=678 15 44 312 402 117 65 7 43 23 40 53 8 47 15 36 35 160 167 241 79 9 57 85 127 30 33 39 129 15 10
internal_value=0 -0.000180215 0.000456616 -0.000267894 -0.000199725 -0.000149244 0.000267141 -0.000868956 -0.000265311 -0.000110827 0.000351128 0.000593894 -0.000257004 -9.62115e-05 -0.000419846 0.000267724 -0.000587625 -0.000362645 -0.000450057 -0.000110441 7.82155e-05 -0.000279133 0.000777865 -0.000300378 0.000282456 -0.000211968 8.99456e-05 0.000814463 0.000605069 0.00072241
internal_weight=0 21.0092 3.27458 17.5663 15.777 15.0171 3.44291 1.78934 11.7472 7.94106 1.90879 1.64013 6.03227 2.0117 1.44239 3.26994 3.80612 2.75714 4.44247 2.11188 2.66565 1.52479 1.43121 3.69458 1.5898 0.785582 0.855167 1.46018 2.98699 2.64888
internal_count=3121 2769 352 2543 1822 1705 226 721 1539 731 213 190 518 134 119 166 808 406 415 239 131 66 92 174 103 73 83 137 337 322
is_linear=0
shrinkage=0.00117172


Tree=451
num_leaves=31
num_cat=0
split_feature=123 1456 133 130 10 1456 151 4 11 1211 1374 156 13 13 403 48 49 160 42 403 1212 452 15 43 43 133 42 15 0 13
split_gain=0.136319 0.156021 0.15174 0.139433 0.127172 0.128698 0.121526 0.136947 0.205023 0.129198 0.13312 0.133059 0.141071 0.215461 0.130943 0.123084 0.11995 0.186091 0.117792 0.117568 0.129078 0.117362 0.115983 0.100924 0.208999 0.145093 0.213624 0.159286 0.0965739 0.221026
threshold=1.0000000180025095e-35 0.075120000000000006 -0.089569999999999983 1.0000000180025095e-35 0.083760000000000015 -1.0000000180025095e-35 -0.5145249999999999 0.27287000000000006 0.081790000000000015 1.0000000180025095e-35 0.093235000000000012 0.091255000000000017 -0.53104499999999988 -0.42195999999999995 -0.092474999999999988 0.12230500000000001 0.0093850000000000027 -0.23055499999999998 -0.14899999999999999 0.10301500000000001 -0.50120999999999993 0.085195000000000007 -0.14147499999999996 -0.074359999999999996 -1.0000000180025095e-35 0.084415000000000018 -0.11051499999999999 0.088345000000000021 -0.10011499999999998 0.090705000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 4 5 21 -7 8 9 10 11 12 -8 -14 -15 -9 17 -16 -4 22 -21 -1 -19 25 -25 26 -24 -27 -26 -30
right_child=2 -3 18 -5 -6 6 7 15 -10 -11 -12 -13 13 14 16 -17 -18 19 -20 20 -22 -23 23 24 28 27 -28 -29 29 -31
leaf_value=-0.0035535588053100496 -0.0024159101586394643 -0.0035492441189476889 -0.0028977316060096541 -0.0024056544436906087 0.0034983049817759152 -0.0035631417841103449 -0.0027518731611975698 0.001848890647248694 -0.0035671083373418808 -0.0035535662256881346 -0.0035849402933880187 -0.0020368345175164884 0.0031378732976688056 -0.0035436179736921185 -0.0035658715976088296 -0.0018374018832069767 0.0016742477220809482 -0.0029091612165192461 0.0022811278390214257 0.0019851132455757179 -0.0035892900862271996 0.0036549910205768955 -0.0020620012090017451 -0.0033687471806291714 0.00068933670704699693 -0.0021208167088992273 0.0023734805386424716 0.0019897156972328951 -0.0016958260628783738 0.0034860797827689178
leaf_weight=0.22182776601402387 0.12200136063620448 0.1770980746950962 0.059827267774380744 0.34366840228904116 0.12017876474419686 0.1233833312435263 0.19923374877543665 0.7425747716333716 0.21788918544189062 0.13151806276437117 0.12807510182028625 0.35984297086542927 0.31005743000423081 0.11961459962912613 0.17513383072945998 0.13335446268320084 0.60739407435903547 0.13830022263572939 0.65441469376674 0.070224023889750242 0.19810682883689867 0.03229333832859993 0.15713902749121178 0.21645147341041138 1.7985937238990966 0.30319876949943125 0.98540926916757143 0.19228167930850759 0.61402289695983703 0.12337883083091583
leaf_count=255 18 238 6 381 39 44 7 182 101 135 28 131 27 211 106 12 137 22 241 19 93 1 10 171 99 84 148 13 152 10
internal_value=0 -0.00026626 0.00122536 -0.000199913 -0.000109879 -0.000162127 -8.39381e-05 -2.97489e-05 -0.000193529 -8.58737e-05 -1.77684e-05 5.17869e-05 0.000172842 0.000269809 0.000113777 0.00128768 0.000192183 1.11382e-05 0.00184733 0.000141728 -0.00213043 -0.00263751 0.000276354 0.000376698 -3.65134e-05 0.00107103 0.00176345 -0.000525638 0.000247898 -0.000828812
internal_weight=0 8.94024 0.836243 8.76315 8.41948 8.2993 8.04518 7.92179 7.04587 6.82798 6.69646 6.56838 6.20854 6.00931 5.69925 0.875929 5.57963 4.97224 0.714242 4.79711 0.268331 0.254121 4.52878 4.39048 2.75245 1.63803 1.14255 0.49548 2.536 0.737402
internal_count=3121 2856 265 2618 2237 2198 1942 1898 1704 1603 1468 1440 1309 1302 1275 194 1064 927 247 821 112 256 709 687 432 255 158 97 261 162
is_linear=0
shrinkage=0.00353288


Tree=452
num_leaves=31
num_cat=0
split_feature=9 2 52 52 403 47 52 40 42 160 403 11 160 33 133 16 13 401 147 1426 1 4 48 15 49 148 124 4 474 0
split_gain=0.129392 0.13043 0.166567 0.152237 0.163209 0.139809 0.142409 0.135484 0.140607 0.135956 0.14542 0.131411 0.124497 0.148801 0.174115 0.160844 0.176324 0.134441 0.123936 0.118877 0.119228 0.210421 0.15573 0.215944 0.143997 0.132267 0.152794 0.109911 0.129225 0.111056
threshold=-0.036024999999999995 0.088225000000000012 0.19022000000000003 0.13389000000000004 0.10323500000000001 0.11893500000000001 0.11434500000000002 0.051255000000000002 -0.11051499999999999 0.083670000000000008 -1.0000000180025095e-35 0.10221500000000001 -0.089974999999999986 -0.0066799999999999993 -1.0000000180025095e-35 -0.077589999999999978 -0.063184999999999977 0.082755000000000009 1.0000000180025095e-35 -1.0000000180025095e-35 0.093575000000000019 -0.076229999999999978 0.12879500000000002 0.035560000000000008 0.006170000000000001 -0.08224999999999999 -0.43839499999999992 0.053180000000000012 0.084660000000000027 -0.062764999999999974
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 7 3 4 5 6 11 8 -2 10 -10 19 17 -14 -15 -16 -17 -12 -4 -3 21 -21 23 25 -23 -22 -27 28 29 -18
right_child=1 2 18 -5 -6 -7 -8 -9 9 -11 12 -13 13 14 15 16 27 -19 -20 20 22 24 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=0.0034454550097345752 -0.0034920153686303387 -0.0036153784607767915 -0.0026948359024703212 0.0024037772824002253 -0.0033563579292948658 -0.002411145434154079 -0.0027024098924463753 0.0023230464813298484 -0.0026956391728653289 -0.0028807620008437767 -0.0031581319989103947 -0.0028925991535861673 -0.003110417672503289 -0.0016003538815868258 0.0020907637240718362 -0.002757945390036153 -0.0034614894906250869 0.003514460164556899 0.0034629639969023058 0.0013622414411659644 -0.0018150773921008761 -0.00023561705260141756 -0.00095426179806659803 -0.0018813421207229226 -0.0034222568639806065 -0.0031237179204268036 0.002760970683434795 0.0023836930287529636 0.0022378581047894125 0.0011250105173729594
leaf_weight=0.116246613295515 0.2181448308547268 0.076880453838382823 0.34537906116747752 0.3697585712361614 0.15053413096757129 0.21968511311570171 0.16885618134256208 0.16422539303312067 0.29376325111297941 0.28996518909116265 0.25431908522296209 0.12992687204678066 0.15390223526628943 0.4162935799031432 0.70662132326106286 0.21686597320513312 0.16771348941256292 0.040672265837201849 0.042641318403184414 1.0332163900020512 0.087893713964149245 1.2971667985621063 0.29058271285612125 0.16720042628003273 0.18861332649612439 0.053524837712756956 1.1987867177813314 0.28560375986853614 0.14283475512638688 0.09662769193527021
leaf_count=89 80 30 201 43 88 48 62 17 449 112 166 27 18 202 81 210 37 8 3 191 12 274 22 25 244 3 326 13 20 20
internal_value=0 -0.000172247 0.00013887 0.000292931 0.000138769 0.000245874 0.000370261 -0.000697519 -0.000848602 -0.000660473 -0.000428489 0.000484953 -0.000160096 0.000120268 0.00036489 0.000871068 -7.64036e-05 -0.00223814 -0.00201813 0.000584827 0.000659628 0.000181172 0.00132995 0.00177028 -0.000640147 0.00222584 0.00250945 0.000763019 -0.000373763 -0.00178493
internal_weight=0 9.2682 5.82065 5.43263 5.06287 4.91233 4.69265 3.44755 3.28333 3.06518 2.77522 4.52379 2.48145 2.18646 2.03256 1.61627 0.909646 0.294991 0.38802 4.39387 4.31698 2.519 1.79799 1.50741 1.48578 1.34021 1.25231 0.69278 0.407176 0.264341
internal_count=3121 3032 1599 1395 1352 1264 1216 1433 1416 1336 1224 1154 775 601 583 381 300 174 204 1127 1097 709 388 366 518 341 329 90 77 57
is_linear=0
shrinkage=0.00340771


Tree=453
num_leaves=31
num_cat=0
split_feature=1 0 3 15 0 2 133 130 457 1373 14 1 13 11 160 132 39 15 394 3 151 150 453 16 52 2 131 131 16 130
split_gain=0.121569 0.192178 0.148989 0.152911 0.140262 0.134503 0.12612 0.205634 0.12371 0.159287 0.129945 0.132099 0.172195 0.182524 0.139216 0.135147 0.132574 0.132433 0.119652 0.119611 0.14488 0.104552 0.0975183 0.18214 0.0935636 0.144346 0.0932347 0.0920975 0.0902371 0.0963977
threshold=1.0000000180025095e-35 -0.059114999999999994 -0.084074999999999997 0.083935000000000023 -0.081894999999999982 0.14753000000000002 0.083950000000000011 -0.066019999999999981 0.069910000000000014 -1.0000000180025095e-35 0.076175000000000007 0.080585000000000004 -0.084154999999999994 0.08776500000000001 -0.10151499999999998 0.080640000000000017 0.16946000000000003 0.035560000000000008 -0.43358499999999994 0.11296500000000002 -0.50641499999999995 -0.23067999999999997 1.0000000180025095e-35 -0.39185999999999993 0.19022000000000003 0.11747 0.10258000000000002 0.092620000000000022 0.19444000000000003 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 18 19 6 8 7 -5 10 -10 11 -2 13 14 -13 16 17 21 -1 20 -4 -14 23 -23 25 26 28 -17 29 -25
right_child=5 -3 3 4 -6 -7 -8 -9 9 -11 -12 12 15 -15 -16 27 -18 -19 -20 -21 -22 22 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=0.0019383420253593383 0.0022152676724548717 0.00029205119618103646 0.0024025858686393107 0.0031633968294953125 -0.0032056963580039555 0.0025106174971250951 0.0026190402784394915 -0.0032270827673842482 -0.0016339961210552274 0.0015532246553378963 -0.0030979696140101573 -0.002262535389602261 0.001909044660991516 -0.0026058295105079845 0.0016713118683532044 0.0031927230498334262 0.0032673320482777182 -0.0026670201229675415 -0.0032007083581577192 0.0010263263158748974 -0.0032043629534318431 0.0024944932956407206 -0.0030706331710617608 -0.0032848916113958891 -0.0032127609708361847 0.0022457811283152274 0.002018356824691528 -0.0006932176704587149 -0.0028978601591700278 -0.00049550795339694555
leaf_weight=0.050592824351042509 0.24044949645758595 1.2747006795325431 0.052621949929743894 0.085003873376990668 0.08823039763228735 0.23412401897076041 0.26617915342649212 0.12732778449935722 0.1917704243096523 0.92149513401091077 0.1491428611188893 0.10089325949229522 0.15280540270032483 0.13808598171453912 0.93533323286101167 0.15213648788630951 0.079006546293385216 0.37652090564370144 0.49071813214686688 0.11743389675393701 0.4112356454097611 0.17447892062773585 0.17800192546565075 0.14170119917253243 0.1622677691921125 0.15481642432860088 0.098910121771041193 0.10391104822338093 0.25420553876028851 1.0916246654232944
leaf_count=4 25 172 2 7 154 113 36 127 17 148 81 39 15 17 212 37 6 233 632 7 471 60 21 11 61 33 13 28 167 172
internal_value=0 -0.00064061 -0.00134435 -0.000695534 0.000480462 0.000146304 0.00116014 -0.000668748 5.08256e-05 0.0010042 -0.000175752 -7.96518e-05 -0.000208139 0.000830384 0.00128829 -0.000598972 -0.000796945 -0.000912229 -0.00272039 -0.00184209 -0.00256829 -0.000637938 -0.000810451 -0.000616844 -0.000902032 -0.000686696 -0.000972868 0.0016157 -0.00117176 -0.00081599
internal_weight=0 2.96404 1.68934 1.14803 0.566741 6.03168 0.478511 0.212332 5.79756 1.11327 4.68429 4.53515 4.2947 1.17431 1.03623 3.12039 2.86434 2.78533 0.541311 0.581291 0.463858 2.40881 2.25601 2.078 1.90353 1.74126 1.58644 0.256048 1.48753 1.23333
internal_count=3121 1612 1440 804 324 1509 170 134 1396 165 1231 1150 1125 268 251 857 792 786 636 480 473 553 538 517 457 396 363 65 350 183
is_linear=0
shrinkage=0.0031817


Tree=454
num_leaves=31
num_cat=0
split_feature=12 1 43 43 3 3 52 3 49 16 2 40 52 42 42 3 12 15 52 403 12 51 158 41 43 151 1 16 16 0
split_gain=0.867215 0.573823 0.508525 0.415605 0.347003 0.345759 0.345208 0.325988 0.510125 0.347069 0.322852 0.285534 0.279607 0.280227 0.289268 0.270322 0.259877 0.405821 0.304696 0.315677 0.281973 0.229684 0.223037 0.236816 0.208658 0.206033 0.200189 0.19313 0.443428 0.360521
threshold=0.079890000000000017 0.13021500000000003 -0.04890499999999999 -0.25681499999999996 0.097915000000000016 0.31299000000000005 -0.087284999999999988 -0.097604999999999983 -0.23360999999999996 -0.078844999999999985 0.10855000000000002 0.12880000000000003 -0.23798499999999997 0.10256000000000001 -0.11051499999999999 -0.10023499999999998 0.084100000000000022 0.088235000000000022 0.090245000000000006 0.03138500000000001 0.087005000000000013 0.12547500000000003 0.080695000000000003 0.078475000000000017 -1.0000000180025095e-35 -0.50641499999999995 0.099195000000000019 -0.0092699999999999987 -0.056919999999999991 -0.15350499999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 3 -1 7 6 10 12 -9 16 -4 -7 -2 14 -14 -8 -10 21 19 20 -19 -18 23 -16 -17 -11 -5 28 -26 -29
right_child=1 -3 5 26 -6 11 15 8 9 25 -12 -13 13 -15 22 24 17 18 -20 -21 -22 -23 -24 -25 27 -27 -28 29 -30 -31
leaf_value=-0.00029492591022824225 -0.0014573796242254697 0.00086077214294660257 -0.0014738855016952538 0.00052925827631958094 0.00040623019166817774 0.0014588202958651319 0.0010471803668493436 0.00070676435769421802 0.00070617870440918746 0.00014612798007301511 7.2909531794289407e-05 -0.0010714549877115357 -0.0012530816022076261 -0.0013467314657705854 0.00052274764179523984 -0.0011838631687285208 -0.0012874823080818506 0.0015691410219883259 -0.0014553131887533328 0.0010759004697544552 -0.0014502121323911399 0.0010604613189077619 -0.0010624351763946075 -0.0005339144363515877 4.6969240953516841e-05 -0.0014408260253306381 0.0013817572123021905 0.0015355090806917742 -0.0012347551620313258 -1.7708804182256547e-05
leaf_weight=0.70909304276574436 0.35609888099134002 0.69631415046751577 0.67709875863511004 1.1126280586468049 0.82867316040210504 0.51319181761937205 0.49041226145345618 0.44332877453416397 0.29360658524092098 0.18393264571204637 0.4762715008109808 0.11270581022836268 0.33433301543118554 0.34767290507443238 2.0260326675488591 0.32625420205294986 1.5997736325371081 0.085142453666776197 0.24507297185482457 0.516299664741382 0.25917554082116112 0.091252907353918888 0.27839211304672051 0.56121645017992694 3.4824885195703228 2.1625726053898719 1.1719508380047043 0.44200237188488234 0.66629202617332328 1.034064267994842
leaf_count=39 97 57 83 60 22 100 43 13 35 30 25 6 48 26 132 31 512 2 66 32 96 15 35 38 150 1021 201 11 36 59
internal_value=0 -0.000405092 0.000159821 0.000667772 -0.000488148 -2.51542e-05 -0.000109901 -0.000563899 -0.000777987 -0.000899056 -0.000835154 0.00100319 -0.000241422 -0.000119369 1.3982e-05 1.99578e-05 -0.00058214 -0.000717391 -3.92785e-05 0.000363957 -0.000703591 -0.00116078 0.00016181 0.00029354 -6.46925e-05 -0.00131643 0.000966576 2.22039e-07 -0.000158875 0.000447396
internal_weight=0 11.3089 11.2145 2.99367 10.6126 8.22078 7.59488 9.7839 5.88016 5.43683 1.15337 0.625898 3.90375 3.54765 3.19997 6.44151 3.09032 2.79672 1.10569 0.860618 0.344318 1.69103 2.86564 2.58725 5.9511 2.34651 2.28458 5.62485 4.14878 1.47607
internal_count=3121 2277 844 300 2220 544 438 2198 1822 1809 108 106 376 279 253 330 758 723 196 130 98 527 205 170 287 1051 261 256 186 70
is_linear=0
shrinkage=0.00143946


Tree=455
num_leaves=31
num_cat=0
split_feature=123 1456 133 39 130 15 1348 11 3 4 1213 0 1374 0 15 13 43 15 3 42 45 130 16 42 48 1 0 1456 1374 1375
split_gain=0.120023 0.142209 0.129198 0.111684 0.104244 0.108999 0.126433 0.134116 0.135442 0.160245 0.12902 0.128217 0.120317 0.122572 0.132799 0.110417 0.149823 0.142913 0.210656 0.124721 0.109595 0.121404 0.105914 0.0936892 0.0895183 0.0864831 0.0821284 0.0814605 0.0807321 0.0979094
threshold=1.0000000180025095e-35 0.075120000000000006 -1.0000000180025095e-35 0.16946000000000003 1.0000000180025095e-35 -0.24436499999999997 0.090205000000000021 0.087830000000000005 -0.10519499999999998 0.24564500000000003 -1.0000000180025095e-35 -0.060129999999999996 0.093235000000000012 -0.10011499999999998 -0.015744999999999999 -0.095304999999999987 -0.074359999999999996 0.013270000000000002 -0.077774999999999983 -1.0000000180025095e-35 0.14077500000000004 -0.44390499999999994 -0.29154999999999992 -0.14899999999999999 -1.0000000180025095e-35 0.078340000000000007 -0.15202999999999997 0.04871000000000001 -0.094929999999999987 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 4 5 26 7 8 9 11 -10 25 13 14 22 -15 17 18 -17 -20 21 -18 -12 -4 -25 -7 -1 -23 -24 -30
right_child=2 -3 23 -5 -6 6 -8 -9 10 -11 12 -13 -14 15 -16 16 20 -19 19 -21 -22 27 28 24 -26 -27 -28 -29 29 -31
leaf_value=-0.00024556778137247782 -0.0018189781770642998 -0.0037545132179923439 -0.0028683373067049959 0.0038102154654838473 -0.0024083388096389174 -0.0037835692519518748 0.0033334733257268105 -0.0033151221549860498 -0.0037472223401057224 0.0038546542883195782 -0.0021931580379354488 0.0011396745124359398 -0.0037823027927779847 0.00048428699057164571 0.0016177184030313028 -0.0033860951881192593 0.0025864041512972578 0.0014656256426537936 -0.0030472566966850941 0.0024298829830642688 0.002361991569435611 -0.0035438667188476955 -0.0014347342571000335 -0.0012954269821399043 0.0030977529141331755 -0.0001475605367050544 0.0028704013216376981 0.0030505282518020057 0.0028289372747273009 8.0473113008922709e-05
leaf_weight=0.20409726590150967 0.1491040991677437 0.15973332389330597 0.049368965905159712 0.096205314592225366 0.29835803573223518 0.14400716284580983 0.13315087108639989 0.20586637679662079 0.16794905205460864 0.20343013730598603 0.33124594898254156 0.77961952608893437 0.14433046315389209 0.59444869591970873 0.71677639354311162 0.35517179011367261 0.052498931298031626 0.36667193553876132 0.080408051362610422 0.20917757169081508 0.059417122043669224 0.70276813435703556 0.34726815624162566 0.074908535811118782 0.4800622082329945 0.25010491271677893 0.2806883960874974 0.027182135148905218 0.22561552957631648 0.91711500953533664
leaf_count=34 30 238 6 23 381 52 34 78 347 25 57 82 32 65 66 360 3 93 10 52 3 522 16 24 205 54 118 7 12 92
internal_value=0 -0.000262971 0.00129705 -0.000192317 -0.000241701 -0.000155498 -0.000273965 -0.00034377 -0.000252132 0.000792135 -0.000523577 0.000261342 -0.000418041 -0.000320651 0.000254878 -0.000917406 -0.001367 -0.000397446 -0.00145697 0.000909068 -0.00253184 -0.00290346 -0.000281487 0.00206584 0.00250477 -0.00147615 0.00155856 -0.0032983 0.000143502 0.000623117
internal_weight=0 8.05331 0.753444 7.89357 7.79737 7.49901 7.01422 6.88107 6.67521 1.37716 5.29804 1.17373 5.1301 4.98577 2.53802 2.44774 1.8533 1.01143 0.644757 0.289586 0.841866 0.782449 1.82124 0.60434 0.554971 0.394112 0.484786 0.72995 1.49 1.14273
internal_count=3121 2856 265 2618 2595 2214 2062 2028 1950 213 1737 188 1390 1358 243 1115 1050 515 422 62 535 532 177 235 229 106 152 529 120 104
is_linear=0
shrinkage=0.00373768


Tree=456
num_leaves=31
num_cat=0
split_feature=1 52 0 47 0 4 52 15 1 48 50 2 51 15 49 3 15 3 4 403 0 15 45 0 3 0 128 474 475 159
split_gain=0.708776 0.428284 0.425797 0.37847 0.3531 0.346099 0.384282 0.343401 0.50167 0.357874 0.378148 0.306588 0.285865 0.316655 0.333806 0.268751 0.258808 0.25636 0.255936 0.286952 0.293439 0.373179 0.255245 0.232506 0.230719 0.304169 0.229779 0.246552 0.226642 0.22379
threshold=0.094385000000000011 -0.43320999999999993 -0.060129999999999996 0.096300000000000011 -0.10011499999999998 -0.49405499999999997 0.10347000000000002 0.035560000000000008 0.11146500000000002 0.12879500000000002 0.11843500000000001 0.12437500000000001 0.08955500000000001 0.095175000000000023 0.005085000000000001 0.16158000000000003 0.14654000000000003 -0.10519499999999998 -0.076229999999999978 -1.0000000180025095e-35 -0.084269999999999984 0.090615000000000015 0.091170000000000015 -0.062294999999999996 -0.084074999999999997 -0.077999999999999986 0.086435000000000012 -0.14697499999999997 -0.08459499999999999 0.092630000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 4 7 12 6 -4 9 -9 10 22 29 13 14 -1 17 18 -5 19 -6 -21 24 26 -19 25 -22 27 -3 -29 -7
right_child=1 3 5 15 16 11 -8 8 -10 -11 -12 -13 -14 -15 -16 -17 -18 23 -20 20 21 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=0.00023116245261921252 -0.0013599220815795504 -0.00076140384146829848 -0.0011716316406549189 0.00061308884625787391 -0.0013535478287921056 0.00084793171612930149 0.00038872119211738105 -0.0011537939729978747 0.00054902684485274612 -0.00061106064132260979 -0.00078588329399301041 -0.00085199167745022447 -0.001121322746456633 -0.0014039427748880032 -0.0011952493101928334 0.00096293100201860554 0.00042946544140864739 -0.00086780092712425167 -0.001135030804721689 -0.001363231119744154 -0.001360812399561391 -0.0013691988497575047 -0.00079534235407902434 0.00017954320897936078 0.0012983505436042822 0.00074700839007864437 -0.00042579215590297166 -0.00067103181892091393 0.0011316138706758308 -0.00027670176183900856
leaf_weight=2.7809550588135612 0.31828763446537678 0.14130521193146739 0.68024658819194905 0.41099904174916502 0.50199643644737069 1.4708044099388673 0.49974024132825434 0.55793153634294845 0.72767043497879058 0.405741880647838 0.2843765232246368 0.30845754462643515 0.52200601092772547 0.28763849433744315 0.33559245493961487 0.32291107717901457 0.32021262776106585 1.3369373683817687 2.3079266190470662 0.29942697542719532 0.2028143178904428 0.2390595487668179 0.16910310508683313 0.54443774325773087 0.39963189826812495 0.3255366071825847 0.22364958922844369 0.13254264660645354 3.2219804262276726 0.41382604569662351
leaf_count=151 119 2 64 18 452 84 18 82 44 10 24 62 42 31 86 25 10 112 916 95 53 60 10 28 16 18 15 8 446 20
internal_value=0 0.000178653 -0.000327115 0.000236404 -0.000487916 7.91839e-05 -0.000510801 0.000427014 -0.000189971 0.00060025 0.000718027 0.000396624 -0.00019037 -4.76156e-05 7.75652e-05 -0.000191002 -0.000742066 -0.000353549 -0.000829789 -0.000471909 -0.000170109 0.000136009 0.00082801 -0.000564717 0.000523769 -6.21058e-05 0.000901814 0.00098675 0.00106039 0.000600985
internal_weight=0 8.79787 11.8959 8.47959 8.5228 3.37307 1.17999 5.8643 1.2856 4.5787 4.17296 2.19309 3.92619 3.40419 3.11655 2.61529 4.59661 2.29237 4.27639 1.96847 1.46647 1.16704 3.88858 1.88138 0.927983 0.528351 3.71948 3.49583 3.35452 1.88463
internal_count=3121 943 2178 824 1930 248 82 641 126 515 505 166 310 268 237 183 1620 158 1610 694 242 147 481 140 87 71 471 456 454 104
is_linear=0
shrinkage=0.00135103


Tree=457
num_leaves=31
num_cat=0
split_feature=9 1 47 48 4 50 43 14 51 50 14 51 48 51 1213 0 43 131 4 3 160 12 16 3 13 47 16 13 15 475
split_gain=0.116883 0.110361 0.133461 0.119169 0.158729 0.155117 0.146942 0.135011 0.115706 0.116485 0.113897 0.113659 0.112585 0.146481 0.132724 0.112985 0.103463 0.137341 0.136774 0.158151 0.130713 0.16559 0.191234 0.172133 0.140495 0.196755 0.122292 0.206527 0.10103 0.106845
threshold=-0.036024999999999995 0.10060500000000001 0.087885000000000019 0.12879500000000002 -0.033174999999999989 0.11843500000000001 -0.25681499999999996 -0.46885499999999997 -0.10748999999999999 0.10124500000000002 0.062655000000000016 -0.090529999999999985 0.092475000000000016 0.08955500000000001 -1.0000000180025095e-35 -0.23051499999999997 -0.15582499999999996 1.0000000180025095e-35 -0.51843499999999987 0.10732000000000001 0.086075000000000013 0.090020000000000017 -0.083134999999999987 -0.10831999999999999 0.016935000000000002 0.09550500000000002 0.22339500000000004 0.18141000000000002 0.040760000000000005 -0.081629999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 8 3 4 28 6 -6 -8 -2 10 11 -10 13 14 -13 -16 26 18 -18 20 21 22 -20 -23 25 -24 27 -17 29 -3
right_child=1 2 -4 -5 5 -7 7 -9 9 -11 -12 12 -14 -15 15 16 17 -19 19 -21 -22 23 24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0035887953007372863 -0.0035674871234859904 -0.0036468569433105477 -0.00055645427267619527 -0.00114917441658533 -0.0024929893591391283 -0.0022137801218627272 -0.00069618876995579263 0.0028657042527221875 0.0022839510612405385 -0.0035643649295336341 -0.0035758861309701261 -0.0035635728624109899 0.0010854847504410581 -0.0031220065699497242 0.0028314140931716921 0.0023472796732596753 -0.0036975432080600793 -0.0034631231852444802 0.0016918333184822174 0.0022056968366799346 -0.0023958073677753018 0.00054840600764252906 -0.0026652224573514276 -0.00361542573447506 0.0035651326778763418 0.0025388187778780757 0.0036624221811999303 -0.0035878077849213754 -0.0035976471082876122 0.0023312334307902202
leaf_weight=0.10587798894994094 0.14918387655779852 0.053100161800102796 1.2746548640716353 0.30155659664887924 0.081853495328687242 0.11352299683494482 0.15331795462407161 1.0727489744022023 0.21898411071015189 0.14209945795664669 0.13055786595214147 0.15724979557126051 0.61038556745188532 0.26123937029478828 0.14570229011587743 0.17608367581851814 0.15004184801364351 0.19802382533089247 0.7596814813732643 0.3016591747291385 0.39197355463329575 0.21579185477457941 0.43772563171296885 0.29797090731153719 0.07621969266619999 0.11581352079520002 0.1638659150339663 0.12736788469192106 0.1198564300138969 0.12984332314954405
leaf_count=89 200 27 191 23 6 23 27 333 62 259 71 380 137 103 9 32 9 163 180 12 114 20 240 262 9 11 7 42 25 55
internal_value=0 -0.000164698 0.000343615 0.000909948 0.00127007 0.00176727 0.00211281 0.00242029 -0.00048562 -0.000395088 -0.000303856 -0.000214965 -0.000334269 -0.000552203 -0.000371503 -0.000230422 -0.000361163 -0.000607443 -0.000401576 -0.000211139 -0.000528788 -0.000144267 0.000492559 -0.00186652 -0.000954132 -0.00157641 0.00119082 -0.000143858 -0.00106392 0.000596066
internal_weight=0 8.52808 3.30045 2.0258 1.72424 1.42144 1.30792 1.22607 5.22762 5.07844 4.93634 4.80578 4.5868 3.97641 3.71517 3.55792 3.41222 2.9449 2.74688 2.59684 2.29518 1.9032 1.38944 0.513763 0.629759 0.553539 0.467317 0.303452 0.3028 0.182943
internal_count=3121 3032 710 519 496 389 366 360 2322 2122 1863 1792 1730 1593 1490 1110 1101 1020 857 848 836 722 440 282 260 251 81 74 107 82
is_linear=0
shrinkage=0.00355046


Tree=458
num_leaves=31
num_cat=0
split_feature=31 2 52 52 403 123 47 52 1 16 44 1426 1447 15 2 33 160 0 3 130 160 0 4 4 3 158 15 1373 4 48
split_gain=0.105472 0.10368 0.145898 0.122608 0.130875 0.121894 0.179489 0.116983 0.110577 0.125857 0.105042 0.103135 0.1017 0.104794 0.101373 0.140333 0.108758 0.133223 0.156434 0.104561 0.135007 0.171894 0.164847 0.119254 0.162573 0.100485 0.0989439 0.134893 0.127335 0.116853
threshold=-1.0000000180025095e-35 0.088225000000000012 0.19022000000000003 0.13389000000000004 0.10323500000000001 0.086730000000000015 0.11893500000000001 0.11434500000000002 0.13075500000000004 0.51524500000000006 0.081805000000000017 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.15914499999999995 -0.0091949999999999983 -0.0066799999999999993 0.083670000000000008 -0.13455999999999999 -0.075634999999999994 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.10607499999999999 -0.14098499999999997 -0.083854999999999985 -0.078934999999999991 0.085900000000000018 -0.095869999999999983 0.099250000000000019 0.0061450000000000003 0.09111000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 8 3 4 5 6 7 10 14 -10 11 -3 -13 -14 15 -2 17 -16 19 -19 22 -22 -21 -23 -25 26 28 29 -15 -28
right_child=1 2 -4 -5 -6 -7 -8 -9 9 -11 -12 12 13 25 16 -17 -18 18 -20 20 21 23 -24 24 -26 -27 27 -29 -30 -31
leaf_value=0.0035643353797223604 -0.0024836423638498403 -0.0037147215068097576 -0.0021083323038930068 0.0023842412152937846 -0.0034483993525780093 0.0025120033026213009 -0.0034559717793124708 -0.0027812746573547577 0.0032634012044280413 -0.00083674056826227284 -0.0033682890496106489 -0.0035517440734799174 0.0023584875560316715 0.0015698234572585823 0.00085210559403384417 0.0017343076829598853 -0.0035770667965255485 -0.0033165025727448106 -0.0035957006545470193 0.0026002659741651279 0.003678281349529227 0.0017837841913058226 -0.003550958434035975 -0.0035582295663788423 0.001543750144750078 -0.0028459763698919531 0.00044235951519285764 -0.0035989793640721916 -0.0032311352719555835 0.0021096076486274732
leaf_weight=0.096068376158654156 0.13752747571561486 0.072057999277603257 0.33413064363412548 0.32876349048456166 0.12240302862119268 0.27843333010969207 0.16965950609301206 0.15227593438612519 0.17830946334288444 0.19557173084467649 0.091186097532044985 0.073778570520517728 0.39113737334264476 0.11091427100473161 0.39028373807377725 0.34427122792112719 0.22604447212142975 0.18318416610054655 0.3335702531621777 0.068505535833537579 0.15996872005052909 0.18428554890852 0.26135379170591566 0.21870256286638368 0.12078242974530173 0.11305474326218234 1.9449931456329088 0.086045371048385166 0.18138303759042174 0.71672086547187053
leaf_count=86 26 34 204 44 87 109 40 56 44 15 12 74 99 36 76 59 98 165 135 7 5 118 321 307 56 80 575 13 45 95
internal_value=0 -0.000155733 0.000147379 0.000303335 0.000151443 0.000252006 9.86487e-05 0.000251965 -0.000677377 0.00111868 0.000374116 0.000466595 0.000549872 0.000635253 -0.000932852 0.000530311 -0.00126124 -0.000988688 -0.00145814 -0.000862358 -0.000418829 0.000475912 -0.00227347 -0.000502148 -0.00174304 0.000421489 0.000543001 0.000750688 -0.00140938 0.0008913
internal_weight=0 8.1693 5.16694 4.83281 4.50404 4.38164 4.10321 3.93355 3.00236 0.373881 3.78127 3.69009 3.61803 3.54425 2.62848 0.481799 2.14668 1.92064 1.53035 1.19678 1.0136 0.683739 0.329859 0.523771 0.339485 3.15311 3.04006 2.74776 0.292297 2.66171
internal_count=3121 3035 1603 1399 1355 1268 1159 1119 1432 59 1063 1051 1017 943 1373 85 1288 1190 1114 979 814 486 328 481 363 844 764 683 81 670
is_linear=0
shrinkage=0.00352966


Tree=459
num_leaves=31
num_cat=0
split_feature=1 12 0 40 0 43 403 14 0 52 49 43 0 15 4 52 47 50 48 43 160 49 48 16 48 42 3 2 16 1
split_gain=0.695116 0.435222 0.392306 0.370929 0.364275 0.47397 0.55001 0.43346 0.359453 0.347744 0.336234 0.325432 0.378054 0.618115 0.309189 0.401563 0.29814 0.375411 0.334715 0.349318 0.352427 0.284638 0.340551 0.302599 0.253113 0.252973 0.204433 0.230239 0.189053 0.182446
threshold=0.10060500000000001 -0.064509999999999984 0.041630000000000007 0.57330500000000006 -0.10011499999999998 -0.083134999999999987 0.092070000000000013 0.062655000000000016 -0.084269999999999984 -0.43320999999999993 0.082865000000000008 -0.084154999999999994 -0.077999999999999986 0.14654000000000003 -0.49405499999999997 0.10347000000000002 0.096475000000000019 0.10965000000000001 0.12879500000000002 -0.25681499999999996 -0.079279999999999975 -0.088694999999999982 0.086260000000000017 -0.094359999999999986 -0.09386499999999999 -0.095859999999999987 0.090900000000000009 0.089885000000000007 -0.52595999999999987 0.14000500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 -2 7 11 28 10 -8 -3 21 12 13 -6 15 -4 17 18 19 -11 -21 -1 26 -24 -22 -14 27 -23 -7 -18
right_child=1 9 14 -5 5 6 8 -9 -10 16 -12 -13 25 -15 -16 -17 29 -19 -20 20 24 22 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.00082583961470076889 0.0010983374802870239 -0.001330567062716826 -0.0010917661921311292 -0.0014011229250255996 -0.0013330911061630593 0.00084289757764535115 -0.0013323679855261642 -0.0013445391123136235 0.00071432707734931994 -0.0010113208459262509 -0.0011197225593149115 0.001082252668942759 -0.0013324609066414606 0.00090134014297232521 0.00059677502349880524 0.00045935476645493368 -0.00054500434979325293 -0.0011529463566917874 -0.00042459135759493249 -0.00010489307606003179 -0.00050290486884263584 -3.7674651591964919e-05 -0.0012909722082205205 0.00020323487999814949 0.0010853467111611649 0.00054741779224365232 0.0012632815503529917 0.00089807181891827723 -0.0012178172267441768 0.0003622444530562046
leaf_weight=0.48381943762069601 1.2173048292752353 0.29969891865039233 0.59018884220859058 0.11297840252518643 0.96439802518580153 0.079639178002253952 0.21073225745931268 0.46157775836763892 0.51348074487759721 0.21893181465566236 0.42098725493997324 0.31509484129492182 0.14674016833305359 0.27762706112116575 1.3728283827076655 0.5725318631157279 1.4330510256113482 0.28076551237609226 0.66929889936000098 0.70525097963400307 0.18996309698559466 1.1870532896718948 0.39660568768158555 0.58274485811125476 2.1764999803854126 0.82771608387702156 0.50890418025664974 0.74530202313326288 2.9097435236908513 0.52821112982928742
leaf_count=34 249 96 57 3 353 5 73 81 69 8 89 37 50 7 67 16 103 29 21 51 12 51 20 23 194 74 22 35 1172 20
internal_value=0 0.000198382 -0.000295326 0.000886063 -0.000402896 -0.000612824 -0.000912966 -0.000129022 0.000118778 5.76781e-05 6.89682e-07 -0.000172541 -0.000350922 -0.000833634 0.000172711 -0.000327983 0.000124763 0.000321515 0.000426056 0.000599073 0.000713852 0.000121496 0.000255489 -0.000401871 0.000957853 0.000264333 0.0005192 0.000323239 -0.00116292 -0.000300662
internal_weight=0 7.83195 13.5677 1.33028 11.0322 6.24517 3.7136 4.78699 0.724213 6.50167 4.32542 2.53158 2.21648 1.24203 2.53555 1.16272 6.20197 4.24071 3.95994 3.29065 3.07171 3.90443 3.42061 0.979351 2.36646 0.974456 2.44126 1.93236 2.98938 1.96126
internal_count=3121 786 2335 252 2195 1840 1319 355 142 534 274 521 484 360 140 73 438 315 286 265 257 185 151 43 206 124 108 86 1177 123
is_linear=0
shrinkage=0.00131955


Tree=460
num_leaves=31
num_cat=0
split_feature=1 50 51 47 51 48 128 484 14 1 0 3 43 43 133 151 4 49 42 130 2 52 2 15 0 43 2 43 474 4
split_gain=0.523632 0.358479 0.34718 0.340829 0.342254 0.285233 0.2758 0.272627 0.253056 0.256585 0.523131 0.320407 0.311264 0.336934 0.374692 0.308573 0.285007 0.283314 0.292881 0.281212 0.25107 0.3117 0.249496 0.236558 0.281167 0.551013 0.208713 0.203637 0.29547 0.222996
threshold=0.104035 0.10124500000000002 -0.10748999999999999 0.087885000000000019 0.123935 0.12933000000000003 0.086435000000000012 -0.0068949999999999992 0.062655000000000016 1.0000000180025095e-35 -0.059114999999999994 -0.084074999999999997 -0.083134999999999987 0.016310000000000002 -0.11008499999999999 -0.082774999999999987 -0.49405499999999997 -0.069799999999999987 0.090990000000000015 0.15486500000000003 0.11510000000000002 0.13796000000000003 0.081685000000000021 -0.095869999999999983 -0.097734999999999989 -0.0024749999999999993 0.14122000000000004 -0.25681499999999996 -1.0000000180025095e-35 -0.033174999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 20 7 -4 9 10 11 19 -13 22 -15 -11 -12 -17 23 -9 21 27 -14 -19 -25 -26 -5 -2 -29 -30
right_child=3 -3 6 26 -6 -7 -8 8 -10 15 16 12 13 14 -16 17 -18 18 -20 -21 -22 -23 -24 24 25 -27 -28 28 29 -31
leaf_value=-0.0014288339969207905 -0.00092300746128194504 -0.0014261461765268388 -0.0011317571796115595 -0.00033532722421546261 -0.00044419560339666205 -0.0012255243026124938 -0.0014302504458450498 -0.0014297053942554235 -0.0014342906719373022 0.00095238325548798808 -0.00037169683901155638 0.00056113635209203733 0.0015159034555245567 -0.0014236426362873439 0.00086773413205111949 -0.00079222938350236255 0.00065643258001135294 -0.0002315303268585311 -0.00119858030125517 0.0010424371087695953 0.001336369050112643 -0.00096597192596401102 -0.0014390058653685719 0.0013689519268917151 0.00087886419122338091 -0.0014279754849251221 0.00089607992585365496 -0.0012311685695617425 -0.00020597778284602703 0.0012761928553579904
leaf_weight=0.44874341320246536 0.14145300723612386 0.50541933214117385 0.5080924682406448 2.0860407348372978 0.63335357734467823 0.14793433528393496 0.33164263507933434 1.0320840827771425 0.26518208585912439 0.91768353525549162 0.85476817702874575 0.62638211756711504 0.061808586120608799 0.21057173211011104 0.44564623266342096 0.67699951364193145 1.4684716416522863 0.85887122334679666 0.26170961288153183 0.10124887898564328 1.0797311039059421 0.25710307050030667 0.77770767928450368 0.69861014327034421 0.70284203984192672 0.29439251509029229 0.31782996817491938 0.12592200670042153 0.24418555799638886 1.2179463713546264
leaf_count=195 5 292 264 155 36 7 141 429 51 79 27 60 1 87 53 40 84 36 77 2 208 23 322 25 92 73 26 19 37 175
internal_value=0 -0.000259254 -0.000208163 0.000245649 0.000506904 0.000694313 -0.000158791 -0.000119613 -6.94655e-05 -3.32358e-05 -0.000234968 -0.000601162 -0.00027662 -0.000627455 0.000132461 0.000221893 0.000278162 3.00014e-05 0.000227645 -0.00120885 0.000786934 0.000488314 -0.00122145 0.000373751 0.000680299 0.000197865 -0.000172516 0.000704504 0.000849471 0.00102866
internal_weight=0 12.0489 11.5435 6.2515 3.84763 3.21428 11.0947 10.7631 10.255 9.9898 5.57869 3.25545 2.12212 1.49573 0.656218 4.41111 2.32324 3.49343 2.81643 1.13333 3.06634 1.98661 0.839516 2.55472 1.69584 0.997235 2.40387 1.72951 1.58805 1.46213
internal_count=3121 2430 2138 691 510 474 1943 1802 1538 1487 1065 954 523 463 140 422 111 343 303 431 467 259 323 226 190 165 181 236 231 212
is_linear=0
shrinkage=0.00141557


Tree=461
num_leaves=31
num_cat=0
split_feature=15 52 123 133 1456 1 52 14 157 158 48 42 33 133 454 47 14 48 1374 0 133 16 1 42 160 457 147 16 9 1374
split_gain=0.105676 0.107476 0.113735 0.13689 0.108503 0.10886 0.126848 0.123156 0.121233 0.132698 0.136908 0.147395 0.138435 0.137907 0.147208 0.125614 0.122256 0.197594 0.215142 0.119496 0.118191 0.136893 0.106847 0.106277 0.100918 0.113566 0.100855 0.110803 0.0961482 0.09571
threshold=-0.49307999999999996 0.19022000000000003 1.0000000180025095e-35 -1.0000000180025095e-35 0.075120000000000006 0.13146500000000003 -0.23798499999999997 0.076175000000000007 -0.07686999999999998 0.089460000000000012 0.12649500000000002 -1.0000000180025095e-35 -0.0066799999999999993 0.10722500000000001 -1.0000000180025095e-35 0.11518500000000002 -0.10708499999999999 0.094680000000000014 -0.094929999999999987 -0.11013499999999998 0.11224500000000003 -0.51370499999999997 0.080270000000000022 -0.094469999999999985 0.35004500000000011 0.10378500000000002 1.0000000180025095e-35 0.25084500000000004 0.088235000000000022 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 -4 5 6 24 8 19 10 11 15 -13 14 -14 20 -16 18 -18 -8 21 -10 -21 -22 25 -2 27 -3 29 -20
right_child=1 26 3 -5 -6 -7 7 -9 9 -11 -12 12 13 -15 16 -17 17 -19 28 22 23 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0040001411770088499 -0.0038354397790655278 -0.0030750013719599602 -0.0018407060125947481 0.0026063557378858725 -0.003992234856894099 0.0015594102507290721 0.0033976892396153429 -0.0040321228146141825 0.0034389164932653051 -0.0032190695411110325 -0.0032889608058981066 -0.0038500158438361234 -0.0036280482545636159 -0.0027657778377617758 -0.002172189787192897 0.0038946919375211888 -0.0039249986749706157 0.0035696768227058326 0.0040129616111533092 -0.0039961452782193109 0.0031952143189053987 -0.0036828252114210701 0.0014797029453020724 -0.0039893923278846019 0.0029953779518970066 0.0016413460845867375 0.0031149662170372561 0.002166107011150168 0.0042758970996264224 0.0005471942738201434
leaf_weight=0.096990729965910627 0.34976028977325668 0.46073515104944807 0.14204695387161337 0.47703043007641088 0.11686199263567676 0.55533562350319687 0.30648077779915184 0.12422039450757427 0.047034297313075513 0.22357769948575867 0.20222959683451325 0.1199856392340729 0.12213073641760308 0.19544385475455772 0.20425345754483792 0.060276195406913757 0.15517145022750067 0.41326361870596873 0.1327754997182663 0.082826107725849307 0.105138595943572 0.460912936112435 0.17624480652739294 0.047159885965811554 0.051560234409407713 0.072233255952596664 0.059335616417229176 0.074033226032042876 0.12637204429483961 2.4685426227078997
leaf_count=85 315 334 30 198 202 116 24 51 6 158 25 18 29 151 16 5 14 71 6 105 19 461 66 83 15 4 5 6 11 492
internal_value=0 -0.000175292 -4.69662e-05 0.00158598 -0.000193057 -0.000127794 -0.000277766 -0.000115498 -2.93846e-05 -0.00022366 -8.58802e-05 5.31695e-05 0.00035573 0.000487903 0.000663448 -0.00160045 0.000813181 0.000998178 0.000629549 0.00171714 -0.00210212 -0.00302337 -0.00027095 0.00097047 -0.00225631 -0.00289797 -0.00180367 -0.00234942 0.000888645 0.000724093
internal_weight=0 8.13297 7.53887 0.619077 6.91979 6.80293 6.24759 5.77404 5.64982 5.08427 4.86069 4.65846 3.93794 3.81795 3.62251 0.720522 3.50038 3.29613 2.88286 0.565552 0.660246 0.507947 0.259071 0.152298 0.473554 0.421994 0.594104 0.534768 2.72769 2.60132
internal_count=3121 3036 2691 228 2463 2261 2145 1811 1760 1565 1407 1382 808 790 639 574 610 594 523 195 569 467 171 102 334 319 345 340 509 498
is_linear=0
shrinkage=0.00397652


Tree=462
num_leaves=31
num_cat=0
split_feature=1 484 150 1374 1374 48 160 403 14 160 42 457 4 4 4 133 2 457 15 1 0 52 1212 15 403 376 2 2 160 52
split_gain=0.102293 0.151043 0.123861 0.12129 0.116645 0.101133 0.0992104 0.171151 0.0974026 0.120455 0.0972819 0.146566 0.133193 0.163547 0.0939483 0.0810572 0.09721 0.0809184 0.0829541 0.103795 0.157389 0.126185 0.149302 0.0778879 0.130369 0.122598 0.0772384 0.157731 0.0673948 0.0776414
threshold=0.094385000000000011 -0.0068949999999999992 0.080470000000000014 -0.094929999999999987 -1.0000000180025095e-35 0.12879500000000002 -0.091944999999999985 0.092070000000000013 0.076175000000000007 -0.081069999999999989 -1.0000000180025095e-35 0.082380000000000009 -0.083854999999999985 -0.49405499999999997 0.51303500000000013 -0.25159999999999993 0.13754500000000003 -1.0000000180025095e-35 0.095175000000000023 0.092695000000000013 -0.10096999999999999 0.08976000000000002 -0.47073499999999996 0.088345000000000021 0.03138500000000001 0.088235000000000008 0.090790000000000023 -1.0000000180025095e-35 -0.24498999999999996 -0.43320999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 14 -3 -5 26 7 -6 9 -8 23 12 13 -12 15 -2 28 -14 19 20 -19 22 -22 25 -25 -11 27 -4 -17 -30
right_child=2 3 5 4 6 -7 8 -9 -10 10 11 -13 17 -15 -16 16 -18 18 -20 -21 21 -23 -24 24 -26 -27 -28 -29 29 -31
leaf_value=-0.0036403172665435421 -0.0032931233653433869 -0.0037051466732070876 0.0036298206863760885 0.0031861484056425731 -0.0036389767931336468 -0.00080133125971641327 0.0021661982409420153 0.0032905853461950773 -0.003639889009497525 -0.0033829511234437586 -0.0011759746884395074 0.0020761800914705316 -0.0036719557786746041 0.0020157128783968715 0.0029150693645232529 -0.0036399365290686772 0.0019100062957002879 0.001784326581784801 -0.0030993629191718988 -0.0033584024566888394 0.0028076039411028936 0.00077341477461099269 -0.0036312413781840716 -0.0036256546502721736 0.0025259140295096566 0.0025549201201425895 0.0029960371668072898 -0.0035670093530008203 -0.0036220897269923654 -4.4950666890292895e-05
leaf_weight=0.18806680498528283 0.10453035669343202 0.13466626813169558 0.080689805225119926 0.12693045585183416 0.24443177885768852 0.17995703004999086 0.28936029149190412 0.057405064522754401 0.1023978999146492 0.32818809717719144 0.34145333206106443 0.38801924377912644 0.13417319033760833 0.5414249058521835 0.13479360216297198 0.076560272471399293 0.29174216545652587 0.39860325386689632 0.16734580106276542 0.1340928055360564 0.056169192015661396 0.25619040080346167 0.28677986361070906 0.071242157726373989 0.12167639405379305 0.05262334190774709 0.47471146949101239 0.078225786390248575 0.082455449461124153 1.9674928366002826
leaf_count=397 27 38 56 9 283 13 88 8 46 454 28 37 51 42 113 29 77 45 90 19 7 85 297 121 28 5 143 15 115 355
internal_value=0 -0.000473387 0.000354942 -0.00033269 -0.00022188 0.00158792 -0.000330799 -0.00232107 -0.000167099 -6.74149e-05 -0.000264585 2.19829e-05 -0.00032214 0.000781327 -2.25186e-05 -0.000179476 -4.48863e-05 -0.00100182 -0.000726064 -0.000375164 2.57719e-05 -0.00114418 -0.00257667 -0.00161531 0.000254225 -0.00256241 0.00226649 8.71998e-05 -0.000313084 -0.000188835
internal_weight=0 4.42124 3.47116 4.23317 4.09851 0.813584 3.97158 0.301837 3.66974 3.56734 3.27798 2.70425 2.31623 0.882878 2.65757 2.52278 2.41825 1.43335 1.29918 1.13184 0.997743 0.599139 0.342949 0.57373 0.192919 0.380811 0.633627 0.158916 2.12651 2.04995
internal_count=3121 2178 943 1781 1743 227 1734 291 1443 1397 1309 701 664 70 716 603 576 594 543 453 434 389 304 608 149 459 214 71 499 470
is_linear=0
shrinkage=0.00361147


Tree=463
num_leaves=31
num_cat=0
split_feature=4 12 151 3 49 453 0 4 1 49 15 1 15 1 15 2 0 0 13 159 3 15 43 11 1 3 159 15 15 0
split_gain=0.498456 0.384926 0.347037 0.333953 0.32617 0.318638 0.230665 0.328912 0.20552 0.253587 0.19678 0.190801 0.166992 0.268638 0.213733 0.350379 0.285682 0.204507 0.206021 0.160826 0.140087 0.135511 0.130915 0.130699 0.170488 0.248473 0.107244 0.127198 0.296542 0.22302
threshold=0.27287000000000006 0.084100000000000022 -0.086769999999999986 0.10732000000000001 -0.22491999999999998 1.0000000180025095e-35 -0.0058249999999999994 -0.46376499999999993 0.12040000000000002 -0.026779999999999995 0.084050000000000014 0.086105000000000015 -0.0072999999999999992 0.085110000000000005 -0.074054999999999996 0.090675000000000019 -0.20211999999999997 -0.11242999999999999 -0.0021749999999999994 -0.11345499999999999 -0.097604999999999983 -0.099734999999999976 -0.51144999999999985 0.088710000000000011 0.104035 0.12178000000000001 -0.50206999999999991 0.088235000000000022 0.088655000000000025 -0.084144999999999984
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 11 4 -3 8 10 -8 9 -2 12 -1 13 -4 15 -15 -17 -14 -19 -10 22 -13 -6 24 -11 -26 -22 -28 -29 -30
right_child=5 3 6 -5 20 -7 7 -9 19 23 -12 21 17 14 -16 16 -18 18 -20 -21 26 -23 -24 -25 25 -27 27 28 29 -31
leaf_value=-0.0007292019509014643 0.0013864722384223046 0.00019032976195296268 -0.0013938603214517413 0.00021733913078193686 0.00032269931594191995 -0.0010921168301962169 -0.00062397339423443774 0.00086252191310744934 -0.00095707947145279629 -0.0011455867379391617 -0.001288912049840339 8.8704592806959025e-06 0.00047585803755202975 -0.00075608464606190435 -0.00096251020472498097 -0.00022039471519814911 0.0011641824433471192 9.1019280162536105e-05 -0.0014108180976234717 0.0013877494308835437 0.00047101581671503152 0.0013396467381388414 -0.00073390199556676425 -0.00096665567033137534 0.0011609101298745265 -0.00084979001209320101 -0.0012207083679081291 0.00081766181199840028 -5.3400448900858112e-05 -0.0013818982171643561
leaf_weight=0.17346558126155276 0.23747405566973612 0.55850397807080376 0.63043954037129868 0.64372557448223222 0.25481109210522834 0.30331120383925725 0.52371672977460548 0.60532411700114763 0.062149618519470207 0.1525312410667532 0.54782794919447031 0.21730004367418587 0.74274622608209029 1.0476621103589425 0.93465416517574373 0.69724937994033098 0.47099492745473959 0.39872286812169477 0.30341783724725269 0.49178185945493147 0.08726546354592013 0.42989472326007672 1.6770327796984927 0.29125927947461605 0.35449338250327855 0.17227310594171286 3.0701324659457869 0.2025113351701292 0.33955831182538521 0.79985626344569016
leaf_count=47 51 29 131 25 25 17 60 56 5 19 113 21 41 63 44 23 68 37 21 181 29 50 259 15 56 8 1079 32 59 457
internal_value=0 -0.000510551 -0.000294377 -0.000729275 -0.000816455 0.000208128 -0.000394762 0.000172996 0.000431957 0.000114322 -0.000505786 0.000549976 -0.000423691 -0.000575463 -0.000411699 -0.00017937 0.000337818 -2.65309e-05 -0.000557974 0.00112467 -0.000903887 0.00089283 -0.000594536 -0.000196945 0.00013308 0.000503333 -0.00103671 -0.00106653 -0.0007138 -0.000985991
internal_weight=0 15.3568 7.72342 7.6334 6.98967 2.06527 6.90276 1.12904 1.76196 1.20803 5.77372 0.82066 5.22589 3.781 3.15056 2.21591 1.16824 1.44489 0.702141 0.553931 6.43117 0.647195 1.93184 0.970557 0.679298 0.526766 4.49932 4.41206 1.34193 1.13941
internal_count=3121 2769 775 1994 1969 352 657 116 335 149 541 118 428 329 198 154 91 99 58 186 1940 71 284 98 83 64 1656 1627 548 516
is_linear=0
shrinkage=0.00137344


Tree=464
num_leaves=31
num_cat=0
split_feature=1456 1213 475 1425 4 11 0 16 1 43 43 15 150 15 12 1374 160 13 2 3 52 16 3 0 1 4 48 0 452 9
split_gain=0.101353 0.103511 0.147836 0.0959221 0.137369 0.11523 0.101883 0.156315 0.141951 0.118715 0.136566 0.112607 0.134389 0.171254 0.11364 0.109744 0.110184 0.120379 0.11161 0.197339 0.105325 0.109402 0.102173 0.139284 0.0934556 0.0913066 0.0911747 0.0847523 0.0835247 0.0738774
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.086004999999999984 1.0000000180025095e-35 0.50996500000000011 0.081790000000000015 -0.019414999999999998 0.15891500000000003 1.0000000180025095e-35 -0.17390999999999998 0.15359500000000004 -1.0000000180025095e-35 0.087790000000000021 -0.083359999999999976 0.095330000000000012 0.10637000000000001 -0.51146999999999987 -0.083894999999999983 1.0000000180025095e-35 0.083060000000000009 -0.0064899999999999992 -0.16075999999999999 -0.084074999999999997 -0.076899999999999982 0.11866500000000001 -0.0035949999999999997 -0.086869999999999989 -0.20211999999999997 0.085195000000000007 0.091600000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=28 2 -2 4 5 6 8 -8 11 -9 -11 12 -3 -14 22 16 -10 26 29 -20 25 -22 23 -13 -7 -21 -18 -28 -1 -19
right_child=1 3 -4 -5 -6 24 7 9 15 10 -12 14 13 -15 -16 -17 17 18 19 20 21 -23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=-0.0031098574634144316 0.0035859828560601027 -0.0035578657844691809 -0.0032394569406933599 -0.0036665021925729952 0.0029234346901562038 -0.0026032633307937459 0.0023991166859368166 0.0020644442136315186 -0.0035700438117327207 -0.0025701373787129786 0.0013844392128206265 -0.0035685762746341964 0.0034537411799561361 -0.0035747299580231643 -0.003604934850246014 -0.003410968470159289 -0.002455346444141286 -0.001229401092866646 0.0028823685938590806 -0.0027921372289876822 -0.00039738009326401632 0.0025700280286102906 0.0010615138957623374 0.0020734552662123934 0.0015819048836101862 -0.00010416698869258821 -0.0024617157745876637 0.002288204118972337 0.0036391165440335482 0.0018259175626471618
leaf_weight=0.21498503829207027 0.047618705779314041 0.3649852416310746 0.24349291735052236 0.086952040444884804 0.20663961867103342 0.34438070800388221 0.56430235027801312 0.21480599418282509 0.087754363994464124 0.29756852982973214 0.1735162838594988 0.16501400098786689 0.094493333715945482 0.08064691953768488 0.11316072850604542 0.099915606551803537 0.063168541819322854 0.85702155839680871 0.38023136848642014 0.21978274970024347 0.30999297829112038 0.31378974590916175 0.53645166835485658 0.082312606551568024 0.083133538893889636 0.56989456305745989 0.050491189263993874 0.71208368141378864 0.025775130838155746 0.1123526506125927
leaf_count=287 4 503 457 75 145 107 138 13 51 47 8 173 5 78 86 16 7 302 97 31 49 21 143 13 20 39 6 187 1 12
internal_value=0 -5.1978e-05 -0.00212298 3.19339e-05 7.72412e-05 -8.10415e-06 0.000109713 0.00101801 -0.000108095 -0.000118261 -0.00111353 -0.00105575 -0.00233372 0.000217338 -0.000286173 0.000252518 0.000352078 0.000447982 9.32754e-05 0.000616718 7.24152e-06 0.00109535 0.000192985 -0.00169086 -0.00178942 -0.000852282 0.00163489 0.00197371 -0.00238733 -0.000875283
internal_weight=0 7.47595 0.291112 7.18484 7.09789 6.89125 6.46374 1.25019 5.21354 0.685891 0.471085 1.43706 0.540125 0.17514 0.896939 3.77648 3.67656 3.58881 2.76307 1.79369 1.41346 0.623783 0.783778 0.247327 0.427514 0.789677 0.825743 0.762575 0.24076 0.969374
internal_count=3121 2833 461 2372 2297 2152 2025 206 1819 68 55 1001 586 83 415 818 802 751 551 237 140 70 329 186 127 70 200 193 288 314
is_linear=0
shrinkage=0.00354277


Tree=465
num_leaves=31
num_cat=0
split_feature=39 9 2 1456 123 1447 47 1 147 13 13 12 4 3 1371 0 4 160 0 15 1 48 475 1 47 403 52 2 15 1375
split_gain=0.096582 0.0976849 0.0991992 0.120691 0.103469 0.0952344 0.0945676 0.144081 0.0934915 0.0971391 0.156928 0.18549 0.131912 0.149066 0.0835351 0.0945983 0.0900867 0.0830844 0.0814575 0.0898449 0.167028 0.103916 0.117235 0.101593 0.166658 0.07906 0.0835029 0.0824429 0.0909 0.0982426
threshold=0.16946000000000003 -0.036024999999999995 0.088225000000000012 -1.0000000180025095e-35 0.086730000000000015 -1.0000000180025095e-35 0.13910500000000003 0.13075500000000004 -1.0000000180025095e-35 -0.53104499999999988 -0.43167499999999998 0.092355000000000007 -0.46376499999999993 -0.097604999999999983 0.097220000000000015 0.16094000000000003 0.36766000000000004 0.092070000000000013 -0.050684999999999994 -0.0088349999999999974 0.085110000000000005 0.12879500000000002 -1.0000000180025095e-35 0.093575000000000019 0.10350500000000001 -1.0000000180025095e-35 -0.091869999999999993 0.086950000000000013 -0.11713499999999999 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 6 -4 5 -5 7 17 -7 -10 -11 12 -12 -14 15 16 -13 25 19 20 -15 22 -22 -24 -25 -3 -27 28 -28 -30
right_child=-2 2 3 4 -6 8 -8 -9 9 10 11 14 13 18 -16 -17 -18 -19 -20 -21 21 -23 23 24 -26 26 27 -29 29 -31
leaf_value=0.0036903189159546543 0.0037214064005069271 -0.0028454537896246803 -0.0036810809390998189 -0.0036759054810419859 0.0024169330424340402 -0.0037104369281413482 -0.0037489537407633922 0.0022423297228843005 -0.0024178839045007608 0.0033610869042526728 -0.0020626618178184262 -0.0032914921905290054 0.0025221137827071685 -0.0026342335173071682 0.0035449991238177014 0.0027287898476257848 0.00014876182911669196 -0.0036954921992965548 -0.0018433511287373507 0.0016926160848020355 -0.0020805312736552257 -0.0016699197957005579 -6.1097877651432747e-06 0.0035733905229115826 -0.0019141908419544208 -0.0031485210580863483 -0.0024885093863830764 -0.0036725119542103508 -0.0036863524306100415 0.00044353087303323596
leaf_weight=0.086542226265009847 0.086216190946288296 0.20991214712921813 0.10956238599828783 0.089087440312141442 0.2643526677857152 0.082425994885852449 0.13607353420229618 0.21422887439257454 0.17823676622356277 0.21670374837412998 0.24018200423597624 0.40592006346196274 0.52072095267067275 0.25296283801435615 0.03893712381250225 0.051981075404910371 0.13548823760356754 0.13283337998655032 0.2045694551779883 0.65495359334454395 0.1296386696776608 0.21299222548259422 0.30883469386026241 0.43295991326158401 0.089050085516646504 0.14502103120685328 0.18624956326675679 0.089933357361587585 0.081304354636815179 1.4097207444210611
leaf_count=89 23 485 132 90 122 14 11 43 13 29 63 465 93 175 4 7 26 82 35 142 13 18 16 115 10 134 60 109 23 480
internal_value=0 -0.000167865 -0.00021408 0.000107387 0.000199421 6.13487e-05 -0.00078409 -0.000620701 0.000141449 0.000219379 0.000340033 0.000162094 0.000535772 0.000758133 -0.00163847 -0.0019786 -0.00243056 -0.000892697 0.000356314 0.000572508 5.8207e-05 0.000638609 0.00115054 0.00165469 0.00263726 -0.000717259 -0.000483639 -0.000264953 -8.22439e-05 0.000218332
internal_weight=0 7.31138 7.22484 4.61956 4.51 4.24564 2.60528 2.4692 4.15656 4.07413 3.89589 3.67919 3.04686 2.80668 0.632327 0.593389 0.541408 2.25497 2.28596 2.08139 1.42644 1.17348 0.960483 0.830845 0.52201 2.12214 1.91223 1.76721 1.67727 1.49103
internal_count=3121 3098 3009 1582 1450 1328 1427 1416 1238 1224 1211 1182 680 617 502 498 491 1373 524 489 347 172 154 141 125 1291 806 672 563 503
is_linear=0
shrinkage=0.00365316


Tree=466
num_leaves=31
num_cat=0
split_feature=401 156 15 39 52 42 52 47 1 51 43 159 52 0 4 51 3 15 10 12 2 147 15 49 0 1 4 132 133 16
split_gain=0.0876871 0.087487 0.0855637 0.083498 0.0997491 0.0941643 0.121995 0.169196 0.119796 0.129996 0.110925 0.0992134 0.0960984 0.13591 0.197047 0.122602 0.111141 0.127473 0.196083 0.110751 0.100422 0.0861432 0.0858694 0.122638 0.15143 0.111304 0.0897114 0.0848262 0.0744441 0.0734301
threshold=0.10711000000000001 -1.0000000180025095e-35 -0.47308999999999996 0.16946000000000003 0.19022000000000003 -0.11466499999999999 0.13389000000000004 0.13148500000000005 0.094385000000000011 0.08955500000000001 -0.04890499999999999 0.091530000000000014 0.11434500000000002 -0.060129999999999996 -0.49013999999999996 0.045645000000000005 0.090900000000000009 -0.0063699999999999989 -0.012544999999999999 0.090020000000000017 0.088225000000000012 1.0000000180025095e-35 0.035560000000000008 -0.043469999999999995 -0.076234999999999983 0.111945 0.033845000000000007 0.12527000000000002 -0.080849999999999991 -0.54928499999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 -4 7 8 9 11 -10 12 13 15 -15 16 17 18 -7 20 -19 -6 23 -12 26 -24 -25 -21 -13 -20
right_child=-2 2 3 -5 21 6 -8 -9 10 -11 22 28 -14 14 -16 -17 -18 19 29 27 -22 -23 25 24 -26 -27 -28 -29 -30 -31
leaf_value=-0.0036560218568409625 -0.0035972052247619101 0.0036647534474495069 -0.0020429703561429063 0.003710424040716415 -0.0022941549344628106 0.0018049740140665871 0.0024243698836484018 -0.0030918295150690082 0.0021174447360662175 -0.0029559797814725924 0.002780599172005222 0.00093650118106341671 -0.0037462944700052143 -0.00059933741952167014 0.0030709799495863047 0.0015418583743838081 0.0018106847520684068 -0.00038232061591611489 0.0030720090385128644 -0.0030382717481511408 0.0028000222786534064 0.0027270308242117896 -0.0037038725476285649 0.0017753756687140254 0.002569473317866926 0.00092056424231854752 -0.0014580592019165562 0.0029539316251877617 -0.0036894485674455078 -0.0036835446478128975
leaf_weight=0.089303369793924392 0.094981755533808498 0.082757621115888358 0.28375462954500097 0.076997835363726952 0.41318431229592523 0.12099382956512272 0.28793205276451761 0.22749998565996055 0.60643477860867312 0.22980139563151158 0.28514693946635816 0.063949871255317703 0.085314423195086309 0.34576413259492256 0.44535098927735939 0.38452279440389237 0.19932434335350979 0.38886567870940714 0.022429648975958116 0.21895830138964811 0.19972309686272638 0.051087912172079086 0.14932983354083251 0.14338183484505862 0.23738975890591951 0.129165814636508 0.56069255224429071 0.036706929444335401 0.16765617212513451 0.47136470935947861
leaf_count=162 141 93 138 17 308 7 44 36 231 110 82 27 46 32 77 47 17 391 6 202 35 5 52 23 127 17 72 8 128 440
internal_value=0 -6.85209e-05 -2.21936e-05 -6.68497e-05 -0.000109901 1.05111e-05 0.000107501 -9.12995e-06 0.000118561 -0.000307215 0.000800258 -0.000114036 6.82863e-05 0.00018312 0.00146683 -0.000314002 -0.000744318 -0.00109336 -0.00235691 -0.00017325 0.000697529 -0.00174163 0.00026954 0.000684716 4.99226e-05 -0.00155907 -0.000799584 -0.00217795 -0.00241216 -0.00337669
internal_weight=0 7.00479 6.91548 6.83272 6.75573 6.29145 6.0077 5.71977 5.49227 3.38073 2.11154 3.15092 2.91932 2.834 0.791115 2.04289 1.65837 1.45904 0.614788 0.844254 0.588589 0.464272 1.50511 1.22661 0.941464 0.278496 0.704074 0.255665 0.231606 0.493794
internal_count=3121 2980 2818 2725 2708 2395 2257 2213 2177 1573 604 1463 1308 1262 109 1153 1106 1089 453 636 426 313 373 304 222 69 95 210 155 446
is_linear=0
shrinkage=0.00364788


Tree=467
num_leaves=31
num_cat=0
split_feature=31 4 151 11 150 1456 1211 1213 480 156 48 150 147 4 14 0 15 158 160 15 15 128 43 4 3 2 3 4 16 124
split_gain=0.0843143 0.0808347 0.117659 0.106312 0.0939252 0.121729 0.0891817 0.0856585 0.0849824 0.0790688 0.0862004 0.126149 0.177317 0.113192 0.110943 0.156363 0.110011 0.0934005 0.0895774 0.0890316 0.0783383 0.115789 0.0853746 0.147555 0.0831739 0.144323 0.146464 0.1056 0.0915662 0.155376
threshold=-1.0000000180025095e-35 0.27044500000000005 -0.27559499999999998 0.081790000000000015 -0.22665999999999997 -1.0000000180025095e-35 1.0000000180025095e-35 -0.082704999999999987 0.084710000000000021 0.10499000000000001 0.090390000000000012 0.08882000000000001 0.089025000000000007 0.033845000000000007 0.076175000000000007 -0.14116499999999996 -0.095869999999999983 0.085900000000000018 0.089640000000000011 -0.11713499999999999 -0.10653 0.086435000000000012 -0.50775499999999985 -0.51843499999999987 -0.11255999999999998 0.11747 0.10732000000000001 0.071150000000000005 -0.056919999999999991 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 4 -2 -6 7 -7 9 10 11 14 -13 16 15 -9 18 19 -12 -17 -21 22 -22 -24 -25 26 27 28 -26 -30
right_child=1 2 -4 -5 5 6 -8 8 -10 -11 13 12 -14 -15 -16 17 -18 -19 -20 20 21 -23 23 24 25 -27 -28 -29 29 -31
leaf_value=0.0033637749130270805 0.0026254794254924785 -0.0030832600293717849 0.0011725356196831903 -0.0026839510471664231 -0.003347938624079747 -0.0033385089640734886 -0.0033425235133781044 0.0018734302050868682 -0.0033429190398172408 -0.0029232583965092076 -0.0023188628478562306 -0.0032534022990393448 0.0031487821701509759 -0.00099496269426730755 -0.0031435193039771173 -0.003377061018040937 0.0020457083936966389 -0.0033700980853774158 0.0030668715393384208 0.0030199814245551117 0.0024826380021143843 -0.003368903663853362 -0.0031935335469568458 0.001612444743659388 -2.5759369112723007e-06 -0.0033663502616013566 0.0022793670482484994 0.001320269245234474 0.0016744226490535339 -0.003015389813547824
leaf_weight=0.077035359259752911 0.12763780364184629 0.079089298669714481 0.81092201289720822 0.19768787858629355 0.13845357805985248 0.090517628606903489 0.097419310619443311 0.47620086531969663 0.086549662104516645 0.1016074168801423 0.13013837636390235 0.27736416237166839 0.058027628387208097 0.27952353020373266 0.1208413072672555 0.087673068665027443 0.6874275918708006 0.098681494131596881 0.046496304392348975 0.094023511599518161 0.1533236796240115 0.11321598457652715 0.15777728662942703 0.35695228962868197 0.63108956656651727 0.14228193731833005 0.29049180151196186 0.33404597220214771 0.10092323541175574 0.35056587410871787
leaf_count=86 15 15 312 127 278 224 178 66 195 82 74 119 16 41 45 31 149 78 11 7 17 110 16 47 396 34 28 40 21 263
internal_value=0 -0.000140526 0.000794352 -0.00028332 -0.000199015 -0.000264543 -0.000184943 -0.000126526 -7.03469e-05 -1.46861e-05 4.45737e-05 -0.000194275 -0.00214573 0.000847323 -7.70592e-06 0.000104165 0.0014433 -0.000185258 -0.000901153 -7.35071e-05 3.27921e-05 -7.39739e-05 7.42072e-05 -8.19897e-05 0.000140518 -0.000143578 0.000125028 -0.000316739 -0.000821862 -0.00196706
internal_weight=0 6.71695 0.890011 5.82694 5.62925 5.50161 5.36316 5.26574 5.17522 5.08867 4.98707 3.84348 0.335392 1.14359 3.50809 3.38725 0.864062 2.91105 0.176635 2.81236 2.72469 2.63067 2.51745 2.36413 2.20635 1.8494 1.70712 1.41662 1.08258 0.451489
internal_count=3121 3035 327 2708 2581 2566 2288 2110 1886 1691 1609 1334 135 275 1199 1154 234 1088 85 1010 979 972 862 845 829 782 748 720 680 284
is_linear=0
shrinkage=0.00333058


Tree=468
num_leaves=31
num_cat=0
split_feature=133 52 401 160 147 1 484 1374 43 12 38 47 4 48 14 0 51 16 51 0 48 4 13 43 474 9 42 13 13 403
split_gain=0.0786599 0.0958858 0.0827289 0.0839252 0.0825705 0.0979369 0.121091 0.114701 0.0873219 0.0997917 0.105737 0.0851831 0.0889678 0.120312 0.122436 0.0826825 0.0842735 0.0814331 0.0805045 0.0816212 0.0941137 0.103304 0.115768 0.0925215 0.120193 0.145469 0.142503 0.0847185 0.10623 0.0834884
threshold=-0.25159999999999993 -0.53299999999999992 0.10076500000000001 -0.40698999999999991 -1.0000000180025095e-35 0.094385000000000011 -0.0068949999999999992 -0.094929999999999987 -0.40263499999999991 -1.0000000180025095e-35 0.13905500000000001 0.13148500000000005 -0.064804999999999988 0.11951500000000001 -0.46885499999999997 -0.23091999999999999 0.088210000000000011 0.25084500000000004 0.067785000000000012 -0.084804999999999978 0.088965000000000002 -0.025314999999999994 -0.53104499999999988 0.15359500000000004 0.084660000000000027 0.091600000000000015 0.088465000000000002 -0.084034999999999985 -0.029529999999999997 0.095105000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 17 -5 6 -6 -8 -7 10 -10 12 -11 14 -14 -9 18 -3 19 23 21 22 -21 24 25 26 -17 -24 -29 -30
right_child=1 2 -4 4 5 8 7 15 9 11 -12 -13 13 -15 -16 16 -18 -19 -20 20 -22 -23 27 -25 -26 -27 -28 28 29 -31
leaf_value=-0.0019997457854931855 -0.0033595638385152853 -0.0029732649585344326 -0.0030770362133177983 -0.0031403069632560945 -0.0033715733198001275 -0.0023401470322780755 -0.0034212837705967416 0.0028441397094283879 0.0025992003959118284 -0.0012352604972747725 -0.0034742378780038851 -0.0013690046362358577 -0.001583498802802994 -0.0010318254670190737 0.0018123668500914197 -0.0030541255978331072 -0.0033749109177850056 0.0033923587078967892 0.0017259349892297395 -0.0034526908033786254 0.0026793538104601853 -0.0023958124364274799 0.0022143265415952244 0.0020202336220801172 0.0017498635538304404 0.0023029952322535514 0.00047763926231800453 -0.0033922106794835255 0.00094457520526551174 -0.0033989809647192058
leaf_weight=0.23519503331772273 0.095367265639651921 0.1656908354598271 0.094976728250912745 0.084620456167613045 0.12945472869614638 0.10326353485288597 0.11014294603228414 0.11499719525454599 0.45059218650203625 0.22471669107835657 0.034630663692951202 0.24701961956452567 0.13319183059502449 0.26440728965098959 1.1266743544256297 0.53757177386432997 0.083160376801970304 0.02609667218348477 0.2872455585602437 0.080180244520308031 0.17380008100735711 0.16794500893229103 0.30264396340862865 0.11148755881731631 0.13209481802186929 0.090294986963272095 0.16829431309815845 0.085925223589585098 0.58344233048046257 0.054262704281427432
leaf_count=187 186 225 164 22 364 21 38 12 293 71 1 31 17 28 291 336 72 2 30 3 43 116 51 14 44 4 57 129 252 17
internal_value=0 -2.66946e-05 2.483e-05 7.33339e-05 0.000144428 0.000192372 -0.000198076 -6.48424e-05 0.000677762 0.000803361 0.00216574 0.000472173 0.000732212 0.00102227 0.00145336 5.94917e-05 -5.25404e-05 -0.00210709 4.70167e-05 -0.000146823 0.000367224 5.18998e-05 0.00042343 -0.000862809 -0.00120907 -0.00170001 -0.00221207 0.000726261 0.000103908 0.000574979
internal_weight=0 6.26419 6.16882 6.07385 5.88206 5.79744 3.21294 3.08349 2.5845 2.48123 0.485223 1.99601 1.74899 1.52427 1.25987 2.97335 2.85835 0.191788 2.77519 2.48794 1.4482 1.2744 1.10645 1.03974 0.928256 0.796161 0.705866 1.02627 0.72363 0.637705
internal_count=3121 2934 2748 2584 2357 2335 1582 1218 753 732 294 438 407 336 308 1180 1168 227 1096 1066 611 568 452 455 441 397 393 449 398 269
is_linear=0
shrinkage=0.00334944


Tree=469
num_leaves=31
num_cat=0
split_feature=2 14 3 124 38 1365 38 1456 52 131 132 42 47 33 9 15 43 4 3 453 3 2 160 160 43 150 48 150 16 16
split_gain=0.0795797 0.0751155 0.0935735 0.104132 0.118374 0.0991192 0.0975927 0.0818168 0.0775155 0.0814942 0.085161 0.11306 0.118161 0.108038 0.103603 0.0789901 0.0767423 0.139305 0.0958341 0.0715716 0.0733862 0.126471 0.119017 0.0848569 0.0890143 0.0826218 0.0781661 0.140973 0.0890504 0.0987627
threshold=0.17025000000000004 0.076175000000000007 0.30112000000000005 -0.043384999999999993 0.095410000000000009 1.0000000180025095e-35 0.12566000000000002 0.075120000000000006 -0.23798499999999997 0.092225000000000015 0.079970000000000013 -1.0000000180025095e-35 0.11518500000000002 -0.0066799999999999993 0.088235000000000022 0.088345000000000021 -0.50216499999999986 -0.51843499999999987 -0.15956499999999998 0.10218000000000001 0.090900000000000009 0.11215000000000001 0.099315000000000014 -0.082299999999999984 0.24789500000000006 -0.22665999999999997 0.092805000000000012 0.087380000000000013 -0.083539999999999989 -0.011989999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 7 -4 8 -5 10 11 12 -10 -13 16 -11 -15 -18 -19 20 22 -22 23 25 26 -20 27 28 -25 -30
right_child=-2 -3 6 5 -6 -7 -8 -9 9 15 -12 13 -14 14 -16 -17 17 18 19 -21 21 -23 -24 24 -26 -27 -28 -29 29 -31
leaf_value=0.0023374995788875883 0.0030782246099376343 -0.0026947413475653151 0.0037550114640527953 -0.0016293496775265971 -0.003767776797480945 -0.0037735126991017241 -0.0032012493863152981 -0.0037513568530618325 -0.0025379733542599836 -0.0031132238981869129 0.0021880029295396641 -0.0037075238511319955 0.0024779608687467481 0.0027895675375962312 0.0035527184324710254 0.0012881284244013946 -0.0038399122055966946 0.0031455964745942559 0.0038334825037503973 -0.0037834372559569537 0.0018573013182603189 -0.00071097907746117217 -0.0037440806661040741 0.0014712042474617148 -0.0037735864191061922 -0.0036132803608932762 0.003061465262468793 -0.003193998585134064 -0.0028644394613748731 0.00073543822598267879
leaf_weight=0.37184947857531359 0.10783765723317618 0.15925065565534158 0.15509232514887106 0.46991666147732747 0.050387825402140152 0.11361180894527922 0.034438737027812749 0.091331453786551609 0.40815450803347619 0.21502156118367555 0.25481706432037743 0.096868162450846618 0.078196859190938994 0.14926143665798131 0.13125449384096999 0.077516013941931305 0.1238474657875489 0.14729404789977785 0.024273399263620377 0.066299782483838388 0.70821582121425286 0.43093509567552246 0.1319997183891245 0.6693219566404881 0.073731335971387924 0.14626993143611144 0.14281191152986128 0.1551365244667976 0.17592019490803101 0.2698213012554298
leaf_count=198 70 98 103 316 24 56 3 222 488 174 106 18 11 14 22 76 16 38 1 9 94 43 69 214 26 251 35 40 189 97
internal_value=0 -0.000161087 -9.34287e-05 -0.000178262 0.00160892 -0.000319264 0.00249102 -0.000244345 -0.000182113 -3.67021e-05 9.07541e-05 -3.86562e-05 -0.0017315 0.000187327 0.000293713 -0.00194696 0.000168459 4.86659e-05 0.00020194 5.71579e-05 0.000144109 0.000885734 -0.000328047 -5.59667e-05 0.00023051 -0.00255338 0.000439445 0.000144645 0.000609143 -0.000685321
internal_weight=0 6.12285 5.9636 5.77407 0.422237 5.35183 0.189531 5.23822 5.14689 4.67697 4.38443 4.12961 0.486351 3.64326 3.54639 0.292538 3.41514 3.26588 3.14203 2.99474 2.92844 1.13915 1.78929 1.65729 1.48674 0.170543 1.41301 1.2702 1.11506 0.445741
internal_count=3121 3051 2953 2847 222 2625 106 2569 2347 2031 1781 1675 499 1176 1158 250 1136 1122 1106 1068 1059 137 922 853 601 252 575 540 500 286
is_linear=0
shrinkage=0.00373806


Tree=470
num_leaves=31
num_cat=0
split_feature=1213 1 51 50 475 14 0 123 3 50 0 49 160 4 12 15 48 0 0 2 48 51 2 148 1 4 16 0 124 13
split_gain=0.415241 0.36506 0.352294 0.300014 0.276286 0.267279 0.251274 0.237928 0.305756 0.265098 0.2703 0.299187 0.269524 0.341923 0.303739 0.261264 0.255789 0.305723 0.411161 0.225127 0.238599 0.30604 0.385198 0.376189 0.26777 0.258106 0.236824 0.183828 0.183228 0.176947
threshold=-1.0000000180025095e-35 0.104035 -0.097539999999999974 0.10156500000000002 -0.086004999999999984 0.062655000000000016 -1.0000000180025095e-35 1.0000000180025095e-35 -0.11255999999999998 0.10030500000000002 -0.10011499999999998 -0.086009999999999989 0.092070000000000013 -0.025314999999999994 0.088245000000000004 -0.095869999999999983 0.086260000000000017 -0.15931499999999996 -0.10224499999999999 0.14753000000000002 0.12879500000000002 0.13529500000000003 1.0000000180025095e-35 -0.079549999999999996 0.12958500000000003 0.033845000000000007 0.51524500000000006 -0.10324499999999999 -0.088544999999999985 -0.084034999999999985
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 -2 5 -1 7 19 8 -4 10 11 -10 13 29 -14 16 17 -13 -19 20 21 22 24 -24 27 -22 -26 -3 -25 -12
right_child=1 6 3 -5 -6 -7 -8 -9 9 -11 12 15 14 -15 -16 -17 -18 18 -20 -21 25 -23 23 28 26 -27 -28 -29 -30 -31
leaf_value=0.0014712547197268232 -0.0014516573410138216 -3.7754916410879728e-05 0.00041834825530223749 -0.0014502252110890437 -0.0013441423341931126 -0.0014679034215517534 0.0012181158731091996 0.00067530643423178635 -0.0013327503779169579 0.0015071134450316277 0.00011743115971824473 0.0015139871949679182 -0.0012127473142168324 -0.001365523775812073 0.00099576550099058237 0.00067210841966377274 -0.0014116212733330069 -0.0014805738962211414 0.0011648574547994941 0.0010846654113001999 0.00018756216384968087 -0.0014050856162066182 -0.0012165366772474951 -0.00069001200046722331 0.0014991834257479183 -0.0013208053215905226 -0.0001643385251313354 -0.0011804044492722823 0.0010338649473845244 -0.00070421149728064293
leaf_weight=0.079828288406133652 0.46050833752088038 0.58707517420407374 1.6315924973459903 0.36182478467526458 0.77857243652397556 0.29319863265846002 0.48625755132525128 0.81127083708997894 0.29112140668439712 0.16880843718536187 0.87236234464217011 0.23424201854504678 0.18556317890761409 1.1182254801969933 0.42706142569659278 1.2244055742048645 0.30797287734458223 0.31971566035645116 0.19738729420350842 0.47831740201218043 0.44923011236824084 0.23398810310754914 0.19014593400061119 0.13805678964126844 0.29605591815197829 0.49565840070135891 0.44493064191192389 0.58279308682540421 1.7714816728839653 1.4484791924478475
leaf_count=4 235 18 121 238 487 58 135 85 24 5 79 7 47 365 49 51 19 43 13 98 20 22 11 8 37 27 12 95 196 512
internal_value=0 -5.41712e-05 -0.00021941 -0.000162051 -0.00108232 -0.000113151 0.000223833 -7.01539e-05 -0.00014192 -0.000276443 -0.000321879 4.32666e-05 -0.000553928 -0.00071082 0.00032681 0.000218677 -0.000305419 0.000148008 -0.000470766 0.00013853 5.13229e-05 0.000197135 0.000290614 0.000716723 -0.000177603 -0.000603679 0.00050031 -0.000606988 0.000909231 -0.000395371
internal_weight=0 16.5077 10.3537 9.89323 0.858401 9.53141 6.15399 9.23821 8.42694 6.79534 6.62654 2.57484 4.05169 3.43907 0.612625 2.28372 1.05932 0.751345 0.517103 5.66773 5.18942 4.24453 4.01054 2.09968 1.91085 0.944889 0.740987 1.16987 1.90954 2.32084
internal_count=3121 2630 1951 1716 491 1478 679 1420 1335 1214 1209 157 1052 956 96 133 82 63 56 544 446 399 377 215 162 47 49 113 204 591
is_linear=0
shrinkage=0.00144126


Tree=471
num_leaves=31
num_cat=0
split_feature=31 1455 1 2 133 51 50 14 3 42 131 16 13 159 13 0 48 4 133 50 13 130 4 47 49 2 48 147 43 12
split_gain=0.0741084 0.0712845 0.0721954 0.0786807 0.0784803 0.0752427 0.0762689 0.0723743 0.0756403 0.0803943 0.0708747 0.084935 0.0874884 0.0833538 0.0777277 0.0751166 0.107583 0.141892 0.087525 0.109299 0.115067 0.1036 0.0959414 0.079372 0.0793984 0.07124 0.0685475 0.0944626 0.0656004 0.0940262
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 0.10060500000000001 0.14753000000000002 -0.25159999999999993 -0.10748999999999999 0.10124500000000002 0.076175000000000007 -0.15121499999999996 0.090090000000000017 0.10100500000000001 0.0065250000000000004 0.14871000000000004 0.082585000000000006 -0.53104499999999988 -0.10011499999999998 0.086260000000000017 0.0061450000000000003 0.083950000000000011 0.10114000000000002 0.11596500000000001 -0.14996499999999999 -0.082109999999999975 0.078875000000000015 -0.082254999999999981 0.092120000000000021 -0.09386499999999999 0.08789000000000001 -0.40263499999999991 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 5 4 -4 -3 7 8 9 -7 11 12 13 15 -13 16 23 -18 19 20 21 -17 -20 24 -10 -16 -6 28 -28 -30
right_child=1 2 3 -5 26 6 -8 -9 10 -11 -12 14 -14 -15 25 18 17 -19 22 -21 -22 -23 -24 -25 -26 -27 27 -29 29 -31
leaf_value=0.0031533535986777868 -0.0031435068751149739 -0.0031331764480886232 -0.0027154093889268757 0.0024688992432120001 -0.0022755338329340639 0.0026804940227154734 -0.0031324848991280741 -0.0031365465879107956 -0.00060256976040027862 -0.00044199674703054891 -0.0031482532275602204 -0.0017900359034613855 -0.0031505977389444488 -0.0024453631526419632 -0.00025036702849059788 0.0022093591985963158 -0.0031186544890303264 0.00079625705641537029 0.0022634664081011033 0.0032571658988063759 0.003183900333295837 -0.0031018134278388218 -0.00094749465574892186 -0.00075728242448024584 0.0023723985204076822 0.0020274578279292975 -0.0023890393121465507 0.0031453118336735755 0.0019044204521810788 5.7719691418491784e-05
leaf_weight=0.068100327440333674 0.075190480307355645 0.093283124877416745 0.087404704609071682 0.15740419126086624 0.096039890951943874 0.17989138886332634 0.089745635081271646 0.080756237628520355 0.11179477564292029 0.14534593565622345 0.08285675810475357 0.10011069726897404 0.11632812768948486 0.17295046178332985 0.21158220095094282 0.0395009662024709 0.16563960913481424 0.19834573684784118 0.14568242592940805 0.039650283753871918 0.036356585100293159 0.38291699392720679 0.24049406467929657 0.16623400527168997 0.40191141995819835 0.36445613630712614 0.08712972886860515 0.11721361272793718 0.32635697046498635 1.5244617441312551
leaf_count=86 140 185 21 110 16 30 249 70 18 13 152 8 69 145 69 2 26 26 53 1 3 608 267 20 78 101 14 45 145 351
internal_value=0 -0.000122238 -8.41338e-05 0.000335041 0.000185002 -0.000365793 -0.000291452 -0.00021608 -0.000144656 0.00128508 -0.000300864 -0.000219341 -0.000514701 -0.00036879 0.000749457 -0.000182562 0.000384707 -0.00098531 -0.000852001 -0.00171653 -0.00214639 -0.00260516 0.000263818 0.0011181 0.00172497 0.0011908 0.000302848 0.000423339 0.000258705 0.000383351
internal_weight=0 6.03703 5.96184 2.39601 2.23861 3.56583 3.47255 3.3828 3.30205 0.325237 2.97681 2.89395 2.21781 2.10148 0.676149 1.92853 1.04393 0.363985 0.884601 0.498425 0.458775 0.422418 0.386176 0.67994 0.513706 0.576038 2.1512 2.05516 1.93795 1.85082
internal_count=3121 3035 2895 702 592 2193 2008 1759 1689 43 1646 1494 1316 1247 178 1102 168 52 934 614 613 610 320 116 96 170 571 555 510 496
is_linear=0
shrinkage=0.00312245


Tree=472
num_leaves=31
num_cat=0
split_feature=1425 4 133 480 482 401 1374 1 0 43 48 151 2 453 16 14 1374 457 33 40 160 43 1365 15 13 13 403 0 38 151
split_gain=0.068797 0.101416 0.081526 0.082477 0.0758858 0.0745357 0.0770358 0.0775269 0.102576 0.127553 0.0950822 0.0892182 0.0848841 0.0807856 0.0877795 0.116084 0.109566 0.12896 0.110346 0.100837 0.0980446 0.0803165 0.0836574 0.0704637 0.0800683 0.0878565 0.089775 0.0670829 0.0661272 0.0704072
threshold=1.0000000180025095e-35 0.50996500000000011 -0.25159999999999993 0.08598500000000002 0.092250000000000013 0.10076500000000001 0.093235000000000012 1.0000000180025095e-35 -0.087634999999999977 0.15359500000000004 0.088965000000000002 -0.46784999999999993 1.0000000180025095e-35 0.10218000000000001 0.071345000000000006 0.076175000000000007 -0.094929999999999987 0.060310000000000009 -0.0066799999999999993 0.064905000000000018 -0.24498999999999996 -0.27207999999999993 0.084635000000000016 -1.0000000180025095e-35 -0.53104499999999988 -0.47860499999999995 -1.0000000180025095e-35 0.15398500000000004 0.10386000000000002 0.061780000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 27 4 5 6 7 8 9 11 23 -4 -13 14 15 16 -9 18 -18 -16 -20 -22 28 -10 -25 -26 -27 -1 29 -23
right_child=-2 -3 3 -5 -6 -7 -8 13 10 -11 -12 12 -14 -15 19 -17 17 -19 20 -21 21 22 -24 24 25 26 -28 -29 -30 -31
leaf_value=-0.0039207314863489362 -0.0040077329443193093 0.0029688498843166832 0.0029102795479275696 -0.0033064973708794698 -0.0037408787767726293 -0.0036455008884878222 -0.0029704374399948724 -0.001438775719212334 -0.0038964842657793403 0.0018655524384445521 0.0030513797578765743 0.0037399859998758006 -0.0039238897798942324 -0.0033291275632042969 -0.00134264184823642 -0.0033413183554347921 -0.0031758853107377544 0.0033966223068487861 -0.0039119202709153016 0.003964646146441507 -0.0039166736971788987 0.002020083104278615 -0.0022977571675767022 -0.0039932662124285423 0.0039816688671721534 -0.003901400907431843 0.00036929596653938418 0.0013969862850968077 -0.002107063363902914 -0.00085791404188806082
leaf_weight=0.14679797423377738 0.067471427371856296 0.16308754237252276 0.036619190126657486 0.11560529729467806 0.080197327020869014 0.080367321925223112 0.11849765849183302 0.23667834454681891 0.074761984864379794 0.10764949691656511 0.15050321954186063 0.023319188971071436 0.35432497675355989 0.079393142543267348 0.49622871293104243 0.092869595428055507 0.094047931910611005 0.38559786928817619 0.056376087570244926 0.060842683771625161 0.043660315655872028 1.4944438581805966 0.086971554730553069 0.069685963913797888 0.090048318728804144 0.083070325905282072 0.72380227180110823 0.04754622234031558 0.06934405636275176 0.14081403994350683
leaf_count=178 78 146 2 203 107 157 42 26 234 11 51 2 321 14 207 59 20 110 46 5 19 475 16 3 6 332 197 4 13 37
internal_value=0 -5.60086e-05 -0.000143475 -5.51029e-05 1.54169e-05 7.27978e-05 0.000130603 0.000203354 -0.000469319 -0.00190783 0.000160595 -0.00288837 -0.00345065 0.000548791 0.000643295 0.000933356 0.00108558 0.00133754 0.000937682 -0.000762986 0.0011422 0.00129746 0.00142453 -0.000257194 2.42856e-05 0.000336428 -7.03871e-05 -0.00261975 0.00161444 0.00177226
internal_weight=0 5.80315 5.64006 5.44572 5.33012 5.24992 5.16955 5.05105 1.71378 0.521913 1.19187 0.414263 0.377644 3.33727 3.25788 2.7008 2.60793 2.37126 1.98566 0.557071 1.89161 1.83523 1.79157 1.04137 0.966607 0.896921 0.806873 0.194344 1.7046 1.63526
internal_count=3121 3043 2897 2715 2512 2405 2248 2206 1159 336 823 325 323 1047 1033 821 762 736 626 212 606 560 541 772 538 535 529 182 525 512
is_linear=0
shrinkage=0.00389091


Tree=473
num_leaves=31
num_cat=0
split_feature=4 403 151 11 52 1213 475 52 124 16 133 13 132 1 159 131 457 52 39 1373 0 3 0 14 47 151 484 133 4 130
split_gain=0.483733 0.42903 0.41064 0.349425 0.323522 0.347471 0.314649 0.303065 0.298044 0.305121 0.256569 0.328203 0.292224 0.282218 0.252173 0.236569 0.2322 0.37418 0.327176 0.24733 0.21088 0.20719 0.253322 0.201564 0.22512 0.196096 0.213035 0.179367 0.177425 0.271821
threshold=0.27287000000000006 -1.0000000180025095e-35 -0.27559499999999998 0.081790000000000015 0.19022000000000003 -1.0000000180025095e-35 -0.086424999999999988 0.13796000000000003 -0.043384999999999993 -0.36241499999999999 -0.25159999999999993 -0.091904999999999987 0.081465000000000024 0.08844500000000001 1.0000000180025095e-35 0.10258000000000002 0.082380000000000009 -0.0064899999999999992 0.16946000000000003 -1.0000000180025095e-35 -0.22491999999999998 0.090900000000000009 -0.14920999999999998 -0.46885499999999997 0.10954500000000002 -0.086379999999999985 0.091180000000000011 -0.030254999999999994 -0.029144999999999997 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 -2 4 5 -3 -1 8 9 -7 -10 13 14 -12 15 16 17 18 -13 -18 -19 22 -21 -4 -25 -8 -27 -6 29 -22
right_child=2 3 23 -5 27 7 25 -9 10 -11 11 12 -14 -15 -16 -17 19 20 -20 21 28 -23 -24 24 -26 26 -28 -29 -30 -31
leaf_value=0.0012361305854788995 -0.0012106878176565031 -0.0012739412822447642 -0.00017824479559204362 -0.0010662876307982918 0.00060563110304655797 -0.0010578083806213334 0.00088948433313034065 0.00097969688510893163 -0.0010548633772768656 0.00098164762854079752 1.287357964941005e-05 -0.0010031394881190858 0.00074798504319661583 0.00099462127197753663 -0.00096076145491534311 0.00099462605538226515 -0.00081231913537088099 0.0012466983939112288 0.0013098276308229325 -0.0013285766240864877 -0.0007348848225631092 0.00097809601635269385 0.0005816978459384502 0.001025123788415189 -0.00014905878668028798 -0.0012779117110842629 0.0010760068889098784 -0.00086725705452665822 -0.00048011221435289339 0.00048246684416661175
leaf_weight=0.1074196085683069 0.22013925993815098 0.33582343565648898 0.42004315296071659 0.58967549633234817 0.1516722684027626 0.13874626741744578 0.080840408889343851 0.52130044461228031 0.41194149918737366 0.78932296927086198 1.0938271414779537 1.4325478045502613 0.5392959089076611 0.82723982667084772 0.67016321822302405 0.28117836208548386 0.28123418008908618 0.18175434367731247 0.1056313533335923 0.17600896419025946 0.40742887603119005 0.65847105835564435 0.30548530421219755 1.384707094781332 0.3241469379281624 1.1450648271857087 0.065378579514799529 1.0804220316349535 1.4292387588357267 1.0697691125533317
leaf_count=6 15 192 44 122 32 8 9 24 118 126 61 365 77 70 212 18 16 6 7 10 48 25 46 270 23 703 17 273 131 47
internal_value=0 -0.000180938 0.000438388 -0.000111554 -6.78731e-05 -2.5425e-06 -0.000849539 3.51734e-05 -1.04205e-05 0.000676749 -7.50266e-05 -3.23557e-05 -0.000151619 0.000435629 -0.000220937 -0.000142596 -0.00019547 -0.000333215 -0.000844301 0.000252924 -7.86503e-05 0.000515723 -0.000116598 0.000608911 0.000802397 -0.00102304 -0.00115077 -0.000685943 -0.000161531 0.000146707
internal_weight=0 14.8769 2.34904 13.4782 12.8885 11.6564 1.3987 11.3206 10.7993 0.928069 9.87122 9.45927 7.53821 1.92107 6.99891 6.32875 6.04757 4.62637 1.53818 1.4212 3.08819 1.13997 0.481494 2.1289 1.70885 1.29128 1.21044 1.23209 2.90644 1.4772
internal_count=3121 2769 352 2034 1912 1607 735 1415 1391 134 1257 1139 1008 131 931 719 701 604 372 97 232 81 56 337 293 729 720 305 226 95
is_linear=0
shrinkage=0.00126831


Tree=474
num_leaves=31
num_cat=0
split_feature=2 147 1348 1456 11 4 3 403 475 124 124 155 158 2 480 48 48 48 15 160 150 0 2 14 123 1213 3 151 1 49
split_gain=0.0668964 0.0670765 0.0771035 0.0832899 0.0853771 0.0980104 0.100895 0.0826956 0.0937388 0.0784524 0.103289 0.0797266 0.0786767 0.0774204 0.0757365 0.0868862 0.0862016 0.0744867 0.0974035 0.0885414 0.0772704 0.0852121 0.0720831 0.0706052 0.0728544 0.0755776 0.0692995 0.0784538 0.0645805 0.069519
threshold=0.17025000000000004 -1.0000000180025095e-35 0.084895000000000012 -1.0000000180025095e-35 0.089270000000000002 0.27834500000000006 0.11296500000000002 -1.0000000180025095e-35 -0.086424999999999988 -0.043384999999999993 -0.51664499999999991 0.088610000000000008 0.09445000000000002 0.11215000000000001 1.0000000180025095e-35 0.13723000000000002 0.12737000000000001 0.093265000000000015 -0.092334999999999987 0.10493500000000001 0.116995 -0.23091999999999999 0.11144000000000001 0.076175000000000007 0.10129000000000001 -1.0000000180025095e-35 0.14121000000000003 -0.086379999999999985 0.10538500000000002 -0.088694999999999982
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 5 7 -7 8 -5 10 -9 12 14 -8 15 16 17 19 22 20 21 -11 -19 24 25 -23 27 -10 29 -27
right_child=-2 2 -4 4 -6 6 13 9 26 11 -12 -13 -14 -15 -16 -17 -18 18 -20 -21 -22 23 -24 -25 -26 28 -28 -29 -30 -31
leaf_value=-0.0035777677502257534 0.0028690149332889756 -0.0027623412072107752 0.0027739314504563839 0.0034672168214397369 -0.0021798516510077304 0.0030200874340385645 0.0035761940808608271 -0.0035400523527248143 0.0028568735708440298 0.0034311535863777013 0.0024422564541363235 -0.0035705853263685436 -0.0033963855573727331 -0.0012331823792468138 -0.0035507388379165407 0.0027933592064086472 -0.0034321562142583463 -0.0035650739746342138 0.0026197252316426285 -0.0034720375208913169 -0.0029212577382565991 -0.003544563045054289 0.0022615818411912273 -0.0035766682563430942 -0.0032484105148995737 -0.0017780169651496649 0.0035812369593041429 -0.0035506709889102915 0.0013611656678297901 0.00022290594094961843
leaf_weight=0.070187149300181662 0.094111163107299833 0.14944172691320989 0.11481332198309235 0.037301570206182078 0.23264362631743996 0.26128071199491376 0.054040989532950334 0.041526286076987162 0.026410750971990637 0.092344169213904315 0.27917465635982797 0.083671588632569072 0.087472563567643991 0.18697423691628501 0.073800073025267809 0.14112680795369659 0.091323244225350098 0.06808113151055295 0.27988932545849809 0.096438968972506589 0.11111516076198302 0.066908196531590636 0.043640202144160867 0.068367988438694627 0.08059756559669029 0.24829318494085484 0.021934518590569496 0.25520490922644956 0.53276349950465363 1.7526501001357169
leaf_count=20 70 283 53 6 97 168 33 8 7 9 130 132 74 57 179 22 13 51 57 50 36 171 14 29 12 47 2 685 67 539
internal_value=0 -0.000139552 -9.62994e-05 -0.000156606 -8.33404e-05 1.26274e-05 0.00149668 -0.00015013 -0.00182722 -1.52838e-05 0.00166763 -0.000153019 -7.8451e-05 -0.000154813 -1.00189e-06 7.0311e-05 -3.84801e-05 5.15849e-05 0.00150459 -0.000135009 -2.60298e-05 8.71695e-05 -0.00128909 -2.51376e-05 6.54225e-05 0.000168124 -0.00247782 -0.00294975 0.000266166 -2.53847e-05
internal_weight=0 5.64942 5.57923 5.46442 5.31498 5.08233 0.502296 4.58004 0.340852 4.23918 0.320701 3.91848 3.83481 0.241015 3.74734 3.67354 3.53241 3.44109 0.391611 3.04948 2.95304 2.84192 0.111721 2.74958 2.68121 2.60061 0.30355 0.281616 2.53371 2.00094
internal_count=3121 3051 3031 2978 2695 2598 258 2340 700 1640 138 1502 1370 90 1296 1117 1095 1082 122 960 910 874 65 865 836 824 694 692 653 586
is_linear=0
shrinkage=0.00353909


Tree=475
num_leaves=31
num_cat=0
split_feature=31 3 38 39 47 457 1456 1 15 1373 1 3 3 11 3 47 4 15 3 43 43 52 160 455 52 15 132 43 16 43
split_gain=0.0643288 0.0630395 0.0922173 0.0643561 0.0704893 0.0718812 0.0852733 0.07841 0.0784145 0.0757702 0.0962527 0.0933107 0.120966 0.070723 0.113198 0.0995914 0.0713326 0.0662657 0.117375 0.119433 0.0856584 0.0821215 0.0643843 0.0633286 0.058684 0.0562018 0.0549284 0.0632104 0.0799773 0.0535843
threshold=-1.0000000180025095e-35 0.31299000000000005 0.13905500000000001 0.15619500000000003 0.14808500000000002 0.080930000000000016 -1.0000000180025095e-35 0.12811000000000003 0.091915000000000011 -1.0000000180025095e-35 0.093575000000000019 0.090900000000000009 -0.080634999999999984 0.089270000000000002 -0.10519499999999998 0.10813000000000002 0.24564500000000003 0.088235000000000022 -0.084074999999999997 -0.075574999999999989 -1.0000000180025095e-35 0.091820000000000013 -0.24438999999999997 -1.0000000180025095e-35 -0.11592499999999999 -0.23141499999999995 0.081465000000000024 -0.51144999999999985 0.16703000000000004 0.21122500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 4 5 6 -2 8 13 -7 11 12 -11 14 16 17 26 18 -16 22 25 -19 -20 -10 -24 -21 27 -8 -29 -25
right_child=1 2 -4 -5 -6 9 7 -9 23 10 -12 -13 -14 -15 15 -17 -18 21 19 20 -22 -23 24 29 -26 -27 -28 28 -30 -31
leaf_value=0.0037064603923295564 -0.0036842539704449828 0.0036862185566658673 -0.0037819922660020473 0.0037169595922332526 -0.0035927677730569546 -0.0019245311449935017 0.0024239959234262985 0.0012385550888722931 0.0037667948200469678 0.00098929903645972013 0.0029868012475722681 0.0028809479137105842 -0.0035585797898719249 -0.0025016924236005099 -0.003420942876605449 -0.0030138213688184765 0.0031782491784498549 0.002117533432226188 -0.0036991457655272679 0.003698843448517875 -0.00043359337434324403 -0.0036858884298777506 -0.0020849169053869785 -0.0030075628220056628 0.0022643901298993576 -0.0036453777179837432 0.0028082503308569308 0.00025178403575246654 -0.0037524775123292621 0.00095347000993010165
leaf_weight=0.059638410373736295 0.10264596314664221 0.11710582234081801 0.027584480121731758 0.056160547770559677 0.083213509875349589 0.11876605784345884 0.10142659343546256 0.40707564066542534 0.023871643468737602 0.19888003311280045 0.26877741626231 0.12788820045534521 0.1309817925284732 0.18342521783051768 0.1745611829828716 0.19927949898192299 0.17445944527571555 0.24838825109327434 0.031251291340595344 0.015278124119504355 1.239194385134393 0.037955043519104947 0.04726331974597997 0.30712789191420586 0.36841860295862927 0.17787632967338352 0.10884547312889481 0.23558795262579257 0.094314667025173549 0.054262944762740517
leaf_count=86 277 111 1 23 12 18 18 112 1 78 92 11 33 76 465 87 43 139 41 5 309 53 64 343 215 222 28 83 38 37
internal_value=0 -0.000130703 0.00226244 -0.000195825 -0.000237593 -0.000183672 -0.000374913 -0.000294605 -0.000457866 0.000796525 0.00124134 0.000216454 -0.000816576 -0.000281678 -0.000156542 -0.000520112 0.00113541 -0.000307759 -0.000538641 -0.000270913 -0.00078837 0.00134829 0.00138746 -0.00202991 0.00176987 -0.00306446 0.000475636 -0.000112997 -0.00089298 -0.00241281
internal_weight=0 5.46187 0.14469 5.31718 5.26102 5.1778 4.33251 4.22986 3.82279 0.845294 0.726527 0.45775 0.329862 3.43753 3.2541 2.53947 0.714634 2.34019 2.05384 1.87928 1.43235 0.286343 0.446933 0.385262 0.415682 0.193154 0.540175 0.431329 0.329903 0.361391
internal_count=3121 3035 112 2923 2900 2888 2656 2379 2267 232 214 122 111 1886 1810 1600 210 1513 1321 856 536 192 320 381 279 227 167 139 121 380
is_linear=0
shrinkage=0.00367462


Tree=476
num_leaves=31
num_cat=0
split_feature=123 484 15 39 13 457 403 132 150 13 52 131 133 3 403 14 1 43 12 1373 4 1 15 33 16 42 47 130 133 160
split_gain=0.35674 0.354212 0.308548 0.29528 0.269048 0.30905 0.302649 0.416925 0.268789 0.247176 0.234293 0.25272 0.225565 0.219675 0.19825 0.197601 0.196221 0.379072 0.195965 0.192899 0.186526 0.1833 0.279568 0.177748 0.212357 0.276011 0.25636 0.221565 0.2149 0.2466
threshold=1.0000000180025095e-35 -0.0068949999999999992 -0.24436499999999997 0.16946000000000003 -0.094514999999999988 0.080930000000000016 -1.0000000180025095e-35 0.081465000000000024 0.097210000000000005 -0.53104499999999988 -0.0064899999999999992 0.10258000000000002 -0.089569999999999983 -0.14477499999999996 0.10301500000000001 -0.46885499999999997 0.08844500000000001 0.05259500000000001 0.081420000000000006 -1.0000000180025095e-35 -0.07168999999999999 0.083135000000000014 0.035560000000000008 -0.0066799999999999993 -0.36241499999999999 -1.0000000180025095e-35 0.11518500000000002 0.15486500000000003 0.093255000000000018 -0.091944999999999985
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 8 15 4 9 6 -6 10 -1 -4 11 -8 -2 -11 23 -3 17 -15 -9 -7 -20 22 -21 -12 -25 26 27 -26 29 -27
right_child=12 2 3 -5 5 19 7 18 -10 13 14 -13 -14 16 -16 -17 -18 -19 20 21 -22 -23 -24 24 25 28 -28 -29 -30 -31
leaf_value=-0.001161970247154806 -0.00086401076489695287 -0.00035633027480906328 -0.00099565332386483663 0.0014131941864981123 -0.0012179064330133835 -0.00071564226295948064 -0.00097093424154494085 0.0013477489695776195 0.00061367663901855103 -0.00055969340496828134 -0.0013932710755961164 0.00068581104337862863 0.00075419135840066156 -0.00075512557522411069 -0.0013744082123813639 0.00096769580919471056 0.0010068762006745682 0.00084081727744661863 0.00080830795382183887 -0.0011381555733501929 -0.0013670185609607416 0.0007844625480565745 0.0010156972708457975 -0.00073184196671878358 -0.0013826907883176349 -0.00053268314645852754 0.0013314453683830783 0.0011282180614902921 -0.0010515865001329608 0.00059631199166008649
leaf_weight=0.98328222005511523 0.1812108703306875 0.28456516598816961 0.28771535516716573 0.21470508864149529 0.76607342573697046 0.32516852125991125 1.794998800251048 0.3736527629662304 0.185996163636446 0.41725450486410487 0.21098640107083522 0.18647379730828095 1.2360965573170677 0.48376522742909978 0.27246208128053684 0.75681045200326369 0.8622760512807871 0.62691069341963157 0.16780385610763915 0.27130103198578559 0.12709510506829247 0.94129463023273274 0.18662224756553769 0.81855639236163868 0.50624940081615699 0.44133084654458521 0.095557510852813721 0.073887713660951704 0.21182871449855145 1.8136610810179528
leaf_count=476 18 22 11 17 641 18 445 26 13 42 16 14 247 66 109 133 84 42 21 50 42 66 8 54 153 135 3 7 52 90
internal_value=0 -0.000164295 -0.000102434 -0.000161551 -0.000189122 -0.00029517 -0.000409088 -0.000321751 -0.00087952 0.000190454 -0.000427663 -0.00081502 0.000547295 0.000333228 -0.000254971 0.000605894 0.00052207 0.00014569 0.00069626 0.000224123 -0.000129211 0.000442518 -0.000260373 -0.000181864 -0.000117339 4.27259e-05 -0.000724285 -0.0010629 0.00025282 0.000375353
internal_weight=0 14.6883 13.519 12.4776 12.2629 9.585 7.86062 7.09454 1.16928 2.67792 6.42599 1.98147 1.41731 2.39021 4.44452 1.04138 1.97295 1.11068 0.668552 1.72439 0.294899 1.39922 0.457923 4.17206 3.96107 3.14252 0.675695 0.580137 2.46682 2.25499
internal_count=3121 2856 2367 2212 2195 1950 1808 1167 489 245 1078 459 265 234 619 155 192 108 89 142 63 124 58 510 494 440 163 160 277 225
is_linear=0
shrinkage=0.00135451


Tree=477
num_leaves=31
num_cat=0
split_feature=1 50 128 0 13 133 51 0 1 47 14 2 3 43 43 133 130 1 50 151 4 52 52 2 15 48 159 151 157 2
split_gain=0.421899 0.274997 0.286096 0.266786 0.230571 0.247966 0.224345 0.290602 0.407429 0.289081 0.292002 0.270735 0.261841 0.286078 0.247425 0.292348 0.222759 0.222443 0.255377 0.345354 0.220708 0.356387 0.254591 0.20502 0.204217 0.312208 0.196419 0.191699 0.191297 0.183262
threshold=0.10752500000000002 0.10647500000000001 0.086435000000000012 -0.014954999999999998 -0.076599999999999988 -0.25159999999999993 -0.10748999999999999 -0.060129999999999996 1.0000000180025095e-35 0.10699500000000002 0.062655000000000016 0.090545000000000014 -0.084074999999999997 -0.083134999999999987 0.016310000000000002 -0.11008499999999999 0.15486500000000003 0.083835000000000007 0.10030500000000002 -0.024429999999999997 -0.49405499999999997 0.10347000000000002 0.11434500000000002 0.073895000000000002 0.083935000000000023 0.092065000000000022 0.092630000000000018 -0.27559499999999998 -0.071119999999999989 0.14530500000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 6 4 5 -2 -1 8 12 10 11 17 16 24 23 -16 -8 -10 19 -19 21 -9 26 -15 25 -14 -22 -7 -6 -30
right_child=3 -3 -4 -5 28 27 7 20 9 -11 -12 -13 13 14 15 -17 -18 18 -20 -21 22 -23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=-0.00097195733897702003 -0.0011920184338110366 -0.0012526331061980353 -0.0012628188240919461 0.0011672106510146744 0.00082720823745573331 -0.0010264841250196162 -0.0012570690150981558 -0.0010211711292632214 0.00091558619408836184 -0.0012885861988760647 -0.001234412275170388 0.000645484821226316 -0.0012686217605295729 0.0013150475670672091 -0.0012513763304505109 0.00068634282139999809 0.00084454161373663462 0.00061718357672476635 0.0011151420505766437 -0.00066018111234579903 0.00095006627935918634 0.00064043589079267266 -0.00044995349033161082 -0.001262474867893069 0.0011468524366179845 0.0011449857193992674 -0.00026002631252231554 0.00086827125571426161 -0.00026258898521691197 0.00085465352709638415
leaf_weight=0.47399508328817042 0.11337007931433607 0.37968833581544537 0.36129502119729373 0.42740928425337266 0.3417258744593713 0.08909108955413092 0.94606645147723234 0.44652567227603901 0.31347469327738631 0.24326962523628015 0.23514440024155181 1.3215972240432163 0.2008399652258922 0.051148038357499148 0.18475100975774694 0.34633215883513913 0.085058882832527161 0.42880066239740799 0.20225172775099043 1.3865964938304378 1.1815334166458349 0.36140155931934714 0.34704336561844673 0.71918931421532761 0.29005813307594508 0.14125645972671919 0.25179443496745069 1.1384628624364266 2.4766029916645498 0.25012878421694029
leaf_count=203 8 257 165 117 31 6 513 59 22 28 65 104 47 1 93 54 2 52 20 242 100 12 29 410 19 11 23 205 184 39
internal_value=0 -0.000212593 -0.000175054 0.000228851 0.000137894 0.000568194 -0.000136365 -9.54664e-05 -0.00022561 2.69002e-05 0.000109212 0.000195708 -0.000577469 -0.000307506 -0.000640982 1.22571e-05 -0.0010837 -5.92863e-05 -0.000210749 -0.000358465 0.000261324 -0.000277902 0.000506023 -0.00109134 0.000379022 -0.000272009 0.000737488 0.000730757 -5.01479e-05 -0.000160102
internal_weight=0 10.8991 10.5194 4.83679 4.40938 1.34092 10.1581 9.68413 7.09584 4.13113 3.88787 3.65272 2.9647 1.93358 1.30142 0.531083 1.03113 2.33112 2.01765 1.8154 2.5883 0.807927 1.78037 0.770337 0.632155 0.342096 1.43333 1.22755 3.06846 2.72673
internal_count=3121 2531 2274 590 473 219 2109 1906 1683 533 505 440 1150 635 558 147 515 336 314 294 223 71 152 411 77 58 123 211 254 223
is_linear=0
shrinkage=0.00124394


Tree=478
num_leaves=31
num_cat=0
split_feature=1213 475 156 1365 15 403 1426 4 11 1456 124 38 3 156 158 1374 456 133 1 43 151 3 52 52 52 3 2 16 15 160
split_gain=0.0648951 0.105271 0.0664914 0.0665153 0.077157 0.0650939 0.0650006 0.0715467 0.0851894 0.0810432 0.0736463 0.106063 0.074098 0.0765736 0.0736321 0.0731319 0.0683635 0.0705627 0.0706822 0.0844149 0.0727518 0.0664368 0.0893465 0.0754211 0.0753454 0.0786454 0.125722 0.0902221 0.084346 0.0656893
threshold=-1.0000000180025095e-35 -0.086004999999999984 -1.0000000180025095e-35 0.088010000000000019 -0.47006499999999996 -0.083259999999999987 -1.0000000180025095e-35 0.50822500000000004 0.087830000000000005 -1.0000000180025095e-35 -0.043384999999999993 0.11225500000000001 0.31299000000000005 0.10499000000000001 0.09445000000000002 0.097240000000000007 0.086265000000000022 -0.25159999999999993 0.10022000000000002 -0.24021999999999996 0.077805000000000013 -0.11255999999999998 0.15915500000000002 0.14295500000000003 0.11434500000000002 0.092670000000000016 0.092755000000000018 -0.056919999999999991 0.091475000000000015 -0.078564999999999982
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -2 4 -4 -6 -7 8 9 -8 11 -11 13 14 15 16 17 -12 21 -20 29 -19 23 24 25 26 27 -23 -29 -21
right_child=2 -3 3 -5 5 6 7 -9 -10 10 12 -13 -14 -15 -16 -17 -18 18 19 20 -22 22 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=0.0034319064585479403 -0.0034089028550314589 -0.0030953908349054819 0.0034159776289660847 -0.003159855086434786 -0.0022762469591972498 -0.0035023462123564479 -0.0024963692141822145 0.002774269921844806 -0.0019977403153901454 0.0024593667711725526 -0.0019706719484514665 -0.0034683369664985945 0.003412428603690901 -0.0033400048119311444 -0.0030385740561200405 -0.0031515015766376254 -0.0019769001046724905 0.0012714069887049956 -0.0008151452349080987 -0.00015701087143456862 -0.00034425890080225214 0.00075940305656226656 -0.0034324936366248305 0.00349727440234571 -0.003474403264291341 0.0014459021834130577 -0.002897670495211857 -0.0019443088774485728 0.002367594833941646 0.002514938044431524
leaf_weight=0.034504499286413193 0.065831332169182022 0.16700649994527328 0.078887858875531403 0.074522826667816733 0.13833345043713041 0.057632669257145497 0.12849559944334021 0.11578602533700166 0.22045031569723494 0.29954018120770332 0.14603255075781074 0.039547121123177931 0.077557333483127766 0.075435951577674021 0.083618760878380161 0.074439573356357758 0.15270120577406476 0.45905789091193616 0.20844016066985205 0.12876052362844348 0.1824582033441402 0.74423633168771608 0.09243788866297098 0.068523737601935752 0.075112509264727012 0.34888728382065881 0.19429228175613378 0.32951988975764968 0.062455665341985878 0.61567190180357989
leaf_count=4 162 487 104 30 358 55 214 62 79 161 132 9 62 67 76 21 118 80 15 27 20 168 121 3 10 38 95 203 13 127
internal_value=0 -0.00197773 -1.10377e-05 3.13846e-05 7.71341e-05 2.56841e-05 8.96127e-05 0.000131659 6.80157e-05 0.000167291 0.000244054 0.00176803 0.000118616 5.54162e-05 0.000119989 0.000188007 0.000253278 0.000346429 0.000442836 0.00114102 0.00158093 0.000109012 -0.000169567 -4.11752e-06 -0.000140868 8.22827e-06 -0.000368761 6.36823e-05 -0.00125727 0.00205279
internal_weight=0 0.201511 5.33867 5.27284 5.19831 5.11943 4.98109 4.92346 4.80767 4.58722 4.45873 0.339087 4.11964 4.04208 3.96665 3.88303 3.80859 3.65589 3.50985 1.13533 0.926891 2.37452 1.91547 1.82303 1.7545 1.67939 1.3305 1.13621 0.391976 0.744432
internal_count=3121 491 2630 2468 2438 2334 1976 1921 1859 1780 1566 170 1396 1334 1267 1191 1170 1052 920 189 174 731 651 530 527 517 479 384 216 154
is_linear=0
shrinkage=0.003402


Tree=479
num_leaves=31
num_cat=0
split_feature=31 45 2 52 49 1375 52 403 403 147 1 16 15 0 9 43 0 1212 52 52 47 15 1426 48 51 1 484 51 148 4
split_gain=0.0596391 0.0592501 0.0627351 0.0775003 0.0939671 0.0753872 0.0727264 0.0864347 0.0678688 0.0658415 0.0639885 0.0866959 0.0811389 0.088912 0.0755201 0.100551 0.108624 0.0910361 0.0651928 0.0633326 0.0727005 0.069003 0.0653832 0.0617108 0.0613081 0.104105 0.0962652 0.0920763 0.0816082 0.0816245
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 0.088225000000000012 0.19022000000000003 0.29540500000000008 -1.0000000180025095e-35 0.13389000000000004 0.10301500000000001 -1.0000000180025095e-35 1.0000000180025095e-35 0.12958500000000003 0.51524500000000006 -0.11713499999999999 -0.10607499999999999 0.091600000000000015 -0.078844999999999985 -0.08824499999999999 -0.47386499999999993 -0.090114999999999987 0.11434500000000002 0.13082500000000002 0.097485000000000016 -1.0000000180025095e-35 0.093675000000000022 0.12229000000000002 0.094090000000000021 -0.065594999999999987 0.086685000000000012 -0.080634999999999984 -0.42529999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 5 4 6 -3 7 19 -7 -5 12 -12 -10 -14 15 16 -15 -17 -18 20 21 22 -4 -23 25 27 -26 -24 -27 -30
right_child=1 2 3 9 -6 8 -8 -9 10 -11 11 -13 13 14 -16 17 18 -19 -20 -21 -22 23 24 -25 26 28 -28 -29 29 -31
leaf_value=0.003878905557410826 0.0038752863648933182 -0.0038785043037115933 -0.0039755918691299751 -0.0029268122899134461 -0.0036515689744200182 -0.0029438970616284862 0.0025439497041376551 -0.003757267578355295 -0.0030073162632153635 0.0038825049251517249 0.0039692933824173335 -0.000642112943487037 0.0011625198673341284 -0.0038904617989843921 0.0021830905472170646 0.0025454777657732586 -0.0038615284645673476 -0.0035284074440775216 0.0018737717258925303 -0.0025640330077877022 -0.00387668001889401 -0.0026196443349896332 0.00079917311823870239 0.0012982822040789211 0.0021807422090462094 -0.0017526462640727893 -0.0037902645513981504 -0.0022777501769549909 -0.0029603883837628145 0.0029339239032372217
leaf_weight=0.055507250763184746 0.054107711366668698 0.10585527753028134 0.041725328846954457 0.18138899016594212 0.086380278386059106 0.15863016942239472 0.22085775065352198 0.077473080578783882 0.18374536559713273 0.023779013194143772 0.11352203396381799 0.12888300977647305 0.42394910807342923 0.081113662228744943 0.096841635589953512 0.041142990350635511 0.033401130278434721 0.32603015927998191 0.24144545491435521 0.10502784710115509 0.055392067239154019 0.1741017371896304 1.1435798764759972 0.090434011537581682 0.067308036828762852 0.069809396984055638 0.098432275954109971 0.16472482138851763 0.036767786557902582 0.64405937866467855
leaf_count=86 23 68 33 201 28 501 44 89 74 3 37 14 74 102 12 18 67 326 130 65 17 93 557 16 24 20 23 57 52 267
internal_value=0 -0.000130381 -0.000171935 0.000152082 0.0003048 -0.000721506 0.00041911 0.000249621 -0.000538762 -0.00213761 -0.000310313 0.00151748 -0.000620656 -0.000268112 -0.00100779 -0.00143511 2.20942e-05 -0.00284781 0.00117678 0.000364962 0.000483905 0.000579341 0.000796394 -0.00128026 0.000885896 0.00106712 -0.00136541 0.000411767 0.00220936 0.0026156
internal_weight=0 5.26991 5.2158 3.28124 3.07607 1.93456 2.98969 2.76884 1.8287 0.205168 1.67007 0.242405 1.42767 1.24392 0.819975 0.723133 0.35596 0.367173 0.274847 2.69136 2.58633 2.53094 2.26641 0.264536 2.22468 2.05894 0.16574 1.3083 0.750637 0.680827
internal_count=3121 3035 3012 1589 1385 1423 1357 1313 1355 204 854 51 803 729 655 643 299 344 197 1224 1159 1142 1033 109 1000 953 47 614 339 319
is_linear=0
shrinkage=0.0038477


Tree=480
num_leaves=31
num_cat=0
split_feature=1 12 40 483 484 52 453 133 42 52 16 51 14 42 2 4 12 43 455 42 1212 42 15 12 16 151 4 0 2 0
split_gain=0.306799 0.225899 0.239748 0.21433 0.201612 0.200122 0.189916 0.212323 0.188363 0.188731 0.176077 0.165502 0.168969 0.158282 0.219529 0.204719 0.223883 0.191292 0.151331 0.151261 0.149751 0.138482 0.146705 0.141778 0.137295 0.133415 0.129081 0.138308 0.196349 0.128188
threshold=0.10060500000000001 -0.064509999999999984 0.57330500000000006 0.10297500000000001 -0.0068949999999999992 -0.43320999999999993 1.0000000180025095e-35 -0.25159999999999993 -1.0000000180025095e-35 0.19022000000000003 0.25084500000000004 -0.10748999999999999 0.062655000000000016 0.092145000000000019 0.089775000000000008 -0.083854999999999985 0.081420000000000006 -0.50216499999999986 0.081825000000000009 -0.088669999999999985 -0.50120999999999993 -0.11466499999999999 0.088345000000000021 0.079890000000000017 -0.072804999999999981 -0.012764999999999997 -0.49405499999999997 0.041630000000000007 0.11237500000000002 -0.08824499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 -2 5 -1 -3 7 -7 19 11 -11 -10 13 14 15 -13 25 -15 -19 21 -18 -6 23 -23 29 -17 -16 28 -28 -9
right_child=1 3 -4 -5 8 6 -8 24 9 10 -12 12 -14 17 26 16 20 18 -20 -21 -22 22 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=-0.0013241522476146151 0.0013064163410020824 -0.0015876293286434377 -0.0016573121228608747 -0.0015470828739870132 -0.0014411360029475289 -0.0014361512666335866 -0.0010646415995046294 0.00047215898269588395 -0.0015906837898835699 -0.0015895164654924345 0.0016604891465366606 0.00085025516096242195 -0.0015931403937656284 0.0011344036516287206 -0.00060256172229472972 0.00085682620918111653 0.00073529661041601708 -0.0011297900985524391 0.0010792749422445039 -0.0015069754913613117 -0.0014375290446719633 0.00021125915412349393 0.0011252456832224068 -0.0015893979364428959 8.555427361910097e-05 -0.00035958179971712047 0.00058440565011001235 0.001285203367602191 -0.0010085214698764668 0.0014827110730422724
leaf_weight=0.43800256872054877 0.6779535259847761 0.15875283430796105 0.075502445921301842 0.19402812450425688 0.22761376079870388 0.16540826414711851 0.26775481493677933 1.3504657422308812 0.16596272973401927 0.33304056704218954 0.047396231442689896 0.37461088931013309 0.15950184338726092 0.14042034791782498 0.2456292373244654 0.32678338795085438 0.091273600584827475 0.66180342082225241 0.087375921662896872 0.44938754751638021 0.5846656954672651 0.27373748394893482 0.19705317367333919 0.18066836845537182 1.7948782783932977 0.71648066991474546 1.5057355330500288 0.55628660926595319 0.22085251525277261 0.4064698938163932
leaf_count=417 249 96 3 26 129 21 22 122 85 186 1 30 32 5 19 24 15 251 12 406 327 24 37 124 166 39 126 27 19 81
internal_value=0 0.000212051 0.00100943 7.35493e-05 -0.000283559 0.000149435 0.000218635 0.000311071 -0.00022316 -0.000107948 -0.00118462 -3.77786e-05 7.66404e-06 5.39875e-05 0.000171273 -0.000206553 -0.000436829 -0.000555422 -0.000872149 -0.000762409 -0.00114413 -0.000381781 -1.16525e-05 -0.000504669 0.000392439 2.14358e-05 0.000484144 0.00060107 0.00038065 0.000705952
internal_weight=0 5.09121 0.753456 4.33776 7.98428 4.14373 3.98498 3.71722 7.54628 6.21782 0.380437 5.83738 5.67142 5.51192 4.62232 2.09381 1.7192 0.8896 0.749179 1.32846 0.675939 0.879073 0.651459 0.454406 3.55181 1.04326 2.5285 2.28287 1.72659 1.75694
internal_count=3121 786 252 534 2335 508 412 390 1918 1198 187 1011 926 894 626 435 405 268 263 720 342 314 185 148 369 63 191 172 145 203
is_linear=0
shrinkage=0.00157766


Tree=481
num_leaves=31
num_cat=0
split_feature=39 42 42 2 10 42 132 16 33 9 1 43 4 376 1456 4 0 160 133 147 123 133 1366 52 13 151 1456 1 48 48
split_gain=0.0589906 0.0756285 0.0734612 0.0643546 0.0628685 0.0633605 0.0742752 0.0685861 0.0664068 0.0824223 0.0632812 0.062851 0.108113 0.101065 0.0712329 0.0703166 0.0892853 0.0808882 0.0815364 0.067435 0.0647397 0.0705762 0.0658004 0.0578907 0.0592306 0.0569044 0.0551236 0.0636891 0.0920725 0.118406
threshold=0.16946000000000003 -0.11466499999999999 -0.106335 0.17025000000000004 0.058500000000000003 -1.0000000180025095e-35 0.082230000000000011 -0.50992999999999988 -0.0066799999999999993 0.091600000000000015 1.0000000180025095e-35 -0.50216499999999986 -0.51843499999999987 0.048375000000000008 0.075120000000000006 -0.49405499999999997 0.15398500000000004 -0.40698999999999991 -0.25159999999999993 -1.0000000180025095e-35 0.080750000000000016 0.10622000000000002 -1.0000000180025095e-35 -0.43320999999999993 0.14871000000000004 -0.081779999999999978 -1.0000000180025095e-35 0.10060500000000001 -0.08595499999999999 0.12879500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 25 -3 4 5 6 7 -4 -7 11 -8 -10 -13 14 15 -14 17 -17 -19 -20 21 22 -21 -24 26 -1 -25 -28 -29 -30
right_child=-2 2 3 -5 -6 8 10 -9 9 -11 -12 12 13 -15 -16 16 -18 18 19 20 -22 -23 23 24 -26 -27 27 28 29 -31
leaf_value=0.0019719320717772157 0.0031342104807151232 0.0026474314586662955 0.0028178461516684466 0.0031052673545792896 0.0025111573693997573 -0.0028633158334058118 -0.0031065838534897585 -0.0025708211580931428 0.0020143090263741348 0.0029200572388615887 0.0014333321100082786 -0.0028772562565032834 -0.0031344084582455023 0.0024202156628290762 -0.0031072585171852433 -0.0031087444203102845 0.0028375014419355208 -0.0027406114368886281 -0.0031273176419515602 -0.0027483697087503029 0.0031099212638075425 -0.0026140531705584739 -0.0021453977711036617 -0.0019202546853358052 -0.0020162256778500395 -0.0024570989925382105 9.0662031434680536e-05 -0.0016625338877190386 0.0020189575960683362 -0.00066649696466298538
leaf_weight=0.032363219932449283 0.054552320492803008 0.096917276612657477 0.024626427024486475 0.060242447583732317 0.085810111177124671 0.078587573545519152 0.037971794601617148 0.28323259941680579 0.13605480380647339 0.091337406323873327 0.13124309256818378 0.13246385683669304 0.070485461015778461 0.15478512520348875 0.075742297227406996 0.08338689053198578 0.10252703839796584 0.10238046526501721 0.062147061806175574 0.073440345622662107 0.068438487891398725 0.091558723112029727 0.09594274113260759 0.095649728227732989 0.10193285340210412 0.19846933966618951 1.6009380458290068 0.10462692909641191 0.69203496088448424 0.20389293442713097
leaf_count=18 23 20 6 50 68 21 89 515 24 17 51 50 78 104 209 157 24 45 18 39 57 195 130 145 16 151 589 18 175 19
internal_value=0 -0.000103396 -2.24035e-05 -7.58486e-05 -0.00011593 -0.000163941 -0.00123376 -0.00213977 -4.29495e-05 1.05911e-05 0.000414576 -5.50499e-05 -0.000127013 -3.06329e-05 -0.000135279 -7.18582e-05 -9.80828e-06 -9.62698e-05 -1.99862e-05 6.73136e-05 0.000130775 6.41455e-05 0.000146751 0.000220194 0.000301279 -0.00183614 0.000388864 0.000473764 0.00108675 0.00140781
internal_weight=0 5.16923 4.9384 4.84148 4.78124 4.69543 0.477074 0.307859 4.21835 4.13977 0.169215 4.04843 3.91237 3.77991 3.62512 3.54938 3.4789 3.37637 3.29298 3.1906 3.12846 3.06002 2.96846 2.89502 2.79908 0.230833 2.69714 2.60149 1.00055 0.895928
internal_count=3121 3098 2929 2909 2859 2791 661 521 2130 2109 140 2092 2068 2018 1914 1705 1627 1603 1446 1401 1383 1326 1131 1092 962 169 946 801 212 194
is_linear=0
shrinkage=0.00309713


Tree=482
num_leaves=31
num_cat=0
split_feature=4 453 457 31 1425 11 3 39 1 1373 3 15 150 52 52 52 484 49 52 0 0 0 16 1 4 403 3 4 1 0
split_gain=0.407009 0.297254 0.275247 0.259323 0.239969 0.242685 0.235181 0.234591 0.233623 0.325931 0.250039 0.25255 0.200544 0.216293 0.452264 0.200539 0.198413 0.203192 0.198231 0.181512 0.255138 0.233734 0.223707 0.190258 0.16655 0.16189 0.161794 0.161539 0.159696 0.156305
threshold=0.27287000000000006 1.0000000180025095e-35 0.080930000000000016 -1.0000000180025095e-35 0.10499500000000002 0.088710000000000011 0.30112000000000005 0.16946000000000003 0.093575000000000019 -1.0000000180025095e-35 0.090900000000000009 0.035560000000000008 -0.23067999999999997 0.19022000000000003 0.13796000000000003 -0.0092699999999999987 -1.0000000180025095e-35 0.27293500000000009 -0.12005499999999998 -0.060129999999999996 -0.10011499999999998 -0.10224499999999999 -0.014754999999999999 0.11588000000000001 -0.076229999999999978 -1.0000000180025095e-35 -0.096099999999999977 -0.16363499999999997 0.091615000000000016 -0.084269999999999984
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 3 -1 5 16 7 12 10 -10 11 26 -5 14 18 -8 -2 28 -14 20 21 22 23 -20 25 -22 -4 -21 -18 -27
right_child=1 -3 8 6 -6 -7 15 -9 9 -11 -12 -13 13 -15 -16 -17 17 -19 19 27 24 -23 -24 -25 -26 29 -28 -29 -30 -31
leaf_value=0.001314666777850751 -0.00062934562268552869 -0.0010916604541297377 -0.00015688200114428365 0.00066231673375351523 -0.0014609242199313058 -0.00031778479738248338 0.001310183797218898 0.0013271372373869833 -0.00080521894416197225 0.0010230210203180947 0.00057728102759401715 0.00065868320107920501 -0.0010271130463967862 -0.0011554830094981279 0.0008153632940203487 -0.00045524354879539593 -0.00091501105052036802 -0.00079691659321201591 -0.00086065979296158978 -0.00042003716850057276 -0.001299379385381294 0.00069971720362399894 0.00028943590113061788 8.9558958950488256e-05 -0.0012824351527276645 -0.0013044964593667138 -0.0013071332693039177 0.00040506030898627542 0.0012825568207523363 -9.7546837807959054e-05
leaf_weight=0.12541197481914501 0.14924827427603315 0.28175418660975982 0.30347487982362509 0.20410166354849657 0.11643660906702269 0.47957889572717238 0.20482563524274155 0.10589413298294026 0.22833659825846553 0.58210210109245952 0.36640554945915926 0.20291465567424893 1.7198109683813463 1.2002134556823865 0.3796774635557093 0.22943734482396472 0.059237485751508778 0.099605334224179387 1.9129617513390269 1.7036845122929665 0.44891000483766341 0.29144964134319895 0.47714579297462467 0.43498306395485986 1.3112937624537224 0.23244510899530724 0.63816773676080563 0.52116249143728932 0.90990715948282741 0.80698855294031158
leaf_count=38 14 17 30 11 3 32 36 13 7 81 15 12 447 329 29 20 11 9 156 91 456 24 48 14 545 95 75 64 266 133
internal_value=0 0.000147636 -0.000463441 -0.000540682 0.000340125 0.000463658 -0.000559778 -0.000594414 -5.38308e-05 0.000507925 -0.000355141 -0.000653636 -0.000611888 -0.00063462 -0.000573574 0.000377443 0.000771347 0.00096695 -0.000627053 -0.000542539 -0.000661291 -0.000406033 -0.000520107 -0.000684621 -0.000945443 -0.000648538 -0.000936427 -0.000226761 0.00114823 -0.000367453
internal_weight=0 2.09577 14.6318 12.3104 1.81401 1.69758 12.185 11.7507 2.3214 0.810439 1.51096 1.14456 11.6448 11.4407 10.2405 0.434263 1.218 1.06875 9.86084 8.14102 5.91618 3.11654 2.82509 2.34794 2.79964 1.48834 0.941643 2.22485 0.969145 1.03943
internal_count=3121 352 2769 2549 335 332 2511 2455 220 88 132 117 2442 2431 2102 56 300 286 2073 1626 1471 242 218 170 1229 684 105 155 277 228
is_linear=0
shrinkage=0.00129687


Tree=483
num_leaves=31
num_cat=0
split_feature=401 156 15 375 122 376 2 131 483 147 133 1 159 12 159 8 14 484 42 15 403 457 49 133 43 4 12 0 159 160
split_gain=0.0573257 0.0569436 0.0585755 0.0560028 0.0558981 0.0988469 0.0619933 0.0610402 0.0587732 0.0599514 0.055082 0.0622184 0.0765098 0.073024 0.0690712 0.0628736 0.0651274 0.0659662 0.0720621 0.0906942 0.077481 0.0724772 0.100576 0.0702878 0.101543 0.111587 0.0907512 0.0862472 0.0606888 0.0574179
threshold=0.10076500000000001 -1.0000000180025095e-35 -0.47006499999999996 0.087420000000000012 0.10544500000000001 0.088055000000000008 0.17025000000000004 0.11657500000000001 0.088070000000000009 -1.0000000180025095e-35 -0.25159999999999993 0.10060500000000001 0.091530000000000014 0.10711000000000002 -0.032739999999999991 -0.057044999999999992 0.077685000000000018 0.085595000000000018 -1.0000000180025095e-35 0.088345000000000021 0.03138500000000001 -0.0029299999999999994 -0.13878999999999997 0.10722500000000001 -0.15582499999999996 -0.49013999999999996 0.095780000000000018 -0.030209999999999997 0.11292000000000001 0.10070500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 6 7 8 9 -4 28 12 13 14 -12 -16 17 18 19 -17 -21 22 -20 24 -23 -26 27 29 -11 -27
right_child=-2 2 3 -5 -6 -7 -8 -9 -10 10 11 -13 -14 -15 15 16 -18 -19 21 20 -22 23 -24 -25 25 26 -28 -29 -30 -31
leaf_value=-0.003238401204054729 -0.0029574887252947677 0.002838399526159544 -0.0032621246744516446 -0.0028652475074110229 -0.0032144011549536332 0.0028677411940987402 0.0030818045207766324 -0.0032306823436267758 -0.0018930592789746735 -0.002609251507996862 -0.0032433874993755556 0.00067379094394174526 -0.0022385870001034496 -0.0032780637716853726 -0.0033310114556457768 -0.0028412683113738838 -0.003249552728595144 0.0022684869203241343 0.0032652834835975087 -0.0032479265934561513 0.0026495595729531854 0.0032263047247518785 -0.0031992520561603039 -0.0026020188968698429 -0.0032177813038262826 0.00085361534711185993 -0.0026202422813605781 0.0032706663297462704 0.0030929260410605297 -0.001488756617077094
leaf_weight=0.057689060648044577 0.07162150502699649 0.074399660785274935 0.057202309122658224 0.072813001021131529 0.056197653873823472 0.12477748552191759 0.065232014312641584 0.063831987410594482 0.17345405131709402 0.13669010531702941 0.063537028736392442 1.4752547735515689 0.17192822068682279 0.069463733276279416 0.052375452592970606 0.16904008743586252 0.054267407540464663 0.17034035303731787 0.032274162091198377 0.033015656004863558 0.078918110542872455 0.15488535293843764 0.11388067791267764 0.068642392743640701 0.08083001150589586 1.0299694793193337 0.081410078499175031 0.14250311354407297 0.022748783463612199 0.12233548509721015
leaf_count=162 165 102 16 30 8 49 48 98 195 158 177 458 183 74 2 309 34 102 3 56 8 13 83 140 29 326 26 23 3 41
internal_value=0 -4.51879e-05 -8.43506e-06 -5.13292e-05 -9.21418e-06 2.82429e-05 -4.73982e-05 -9.15924e-05 -4.76022e-05 2.54553e-05 6.89436e-05 0.000140324 -0.000152282 -9.8125e-06 8.29179e-05 0.000171543 0.000250198 0.000333569 0.000177193 -0.00134682 0.000910054 0.000411606 -0.00177174 0.000601485 0.000737903 0.000473384 0.000690178 0.000898319 -0.00179566 0.000604935
internal_weight=0 5.06991 5.01222 4.93782 4.86501 4.80881 4.68403 4.6188 4.55497 4.38151 4.32431 4.16487 2.68962 2.51769 2.44822 2.38469 2.33231 2.27804 2.1077 0.280974 0.111934 1.82673 0.146155 1.68058 1.61193 1.45705 1.37622 1.29481 0.159439 1.1523
internal_count=3121 2956 2794 2692 2662 2654 2605 2557 2459 2264 2248 2087 1629 1446 1372 1195 1193 1159 1057 373 64 684 86 598 458 445 416 390 161 367
is_linear=0
shrinkage=0.00323249


Tree=484
num_leaves=31
num_cat=0
split_feature=1 0 12 52 151 151 16 47 3 15 43 43 40 159 2 1 2 0 0 15 160 394 15 52 133 4 151 12 14 403
split_gain=0.322492 0.431797 0.241283 0.241018 0.231084 0.2948 0.253934 0.287079 0.206691 0.222292 0.227788 0.21317 0.204789 0.200163 0.196707 0.196259 0.270199 0.208659 0.211745 0.203476 0.179892 0.178008 0.177656 0.175145 0.168566 0.167893 0.165514 0.14957 0.141872 0.137815
threshold=0.077565000000000009 -0.059114999999999994 -0.069644999999999985 -0.43320999999999993 -0.40381499999999992 -0.086944999999999981 -0.15241499999999997 0.12794000000000003 -0.084074999999999997 0.083935000000000023 -0.082389999999999977 0.016310000000000002 0.57330500000000006 -0.032739999999999991 0.079055000000000014 0.081315000000000012 0.089885000000000007 -0.10224499999999999 -0.10151999999999999 0.050935000000000008 -1.0000000180025095e-35 -0.43358499999999994 -0.24436499999999997 0.11434500000000002 -0.11008499999999999 -0.49405499999999997 -0.50641499999999995 -1.0000000180025095e-35 0.019675000000000002 0.03138500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 8 12 -4 -5 -6 7 20 21 14 -11 -12 28 27 -10 -15 17 -17 -19 -18 22 -1 -7 25 -13 -3 -16 -8 -2 -20
right_child=2 23 3 4 5 6 13 -9 9 10 11 24 -14 15 26 16 19 18 29 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00083016308944485417 0.00086631725066844913 -0.00022836446054834729 -0.001202779340953701 -0.0011650096102564975 0.00077331329222026391 0.00098799917464695189 0.0010631670985323115 -0.0011053536434988312 0.0011362923652734631 0.0010056578596525673 -0.0012108464374857378 -0.0012033436651543051 -0.001242288128881826 0.00096372911845569434 0.00085902175166170961 -0.0011462604616357167 0.00030016423074119179 0.00091330225149538339 -0.00063769502494961385 -0.00073160071579268327 0.00063619930801786127 -0.0012058230247303308 -0.0012116411933853766 -0.00080856458159053041 0.00063888785410284312 0.0006159437958411112 -0.0010780793532506824 -0.0011212172826163317 -0.00096008840280139846 0.00027641746647764882
leaf_weight=0.065699866914656013 0.88768670192803234 0.542879614222329 0.24158241716213513 0.23205543641233806 0.71944832720328111 0.078368967107962817 0.049819324864074588 0.17901665391400445 0.070579279796220584 0.24962024408159778 0.24691571490257047 0.092782884952612221 0.080634799785912037 0.2361700069741336 0.068056800402699791 0.49301670101703954 1.7826545509742575 0.19448421895503876 1.0033130881638519 0.32240413094405074 1.5064458406413894 0.92427276956732285 0.15856990884640243 0.24003310009720724 0.30145623201678973 0.88460312916140704 0.84896071856201272 0.44222331990022201 0.065214295871555805 0.30787856710958283
leaf_count=4 279 32 142 24 71 23 3 13 4 20 210 49 3 13 2 44 141 3 323 23 140 648 30 31 47 113 476 150 8 52
internal_value=0 -0.000347617 4.33417e-05 -2.73024e-05 9.54938e-06 4.60184e-05 -3.14502e-05 0.000335945 -0.000628778 -0.000395866 3.70493e-05 -0.000340058 0.000586564 -0.000177619 -0.000786339 -9.57127e-05 -0.000156683 -0.000471412 -0.00025044 0.000142142 0.000483943 -0.0010707 -0.000484097 0.000136016 0.000205325 0.000294849 -0.000934317 -0.000900048 0.000741322 -0.000423054
internal_weight=0 4.53586 8.98099 7.94745 7.70587 7.47381 6.75437 1.9224 2.86834 1.87837 0.890775 0.641155 1.03354 4.83196 0.987597 4.33992 4.10375 1.99869 1.50568 2.10506 1.74338 0.989973 0.236939 1.66752 0.394239 1.42748 0.917018 0.492043 0.952901 1.31119
internal_count=3121 1636 1485 1195 1053 1029 958 206 1460 808 326 306 290 752 482 599 586 422 378 164 193 652 53 176 96 145 478 153 287 375
is_linear=0
shrinkage=0.00119516


Tree=485
num_leaves=31
num_cat=0
split_feature=1425 4 480 128 1374 482 150 1 1374 48 14 1213 146 151 160 41 52 475 403 130 15 456 4 52 15 374 43 4 15 1
split_gain=0.0566487 0.0798322 0.0648868 0.058678 0.058167 0.0592596 0.0645156 0.0882777 0.125533 0.0894452 0.0734314 0.0618793 0.0629821 0.0875198 0.0694214 0.0857134 0.073566 0.0717385 0.0954443 0.075793 0.0831166 0.0777893 0.093663 0.0708226 0.060361 0.0636481 0.0638898 0.07649 0.0729454 0.0866752
threshold=1.0000000180025095e-35 0.50996500000000011 0.08598500000000002 0.11596500000000001 0.093235000000000012 0.092250000000000013 0.081835000000000019 0.08592000000000001 -0.094929999999999987 0.088965000000000002 0.076175000000000007 -0.082704999999999987 0.086030000000000009 0.13982000000000003 0.041220000000000007 0.079885000000000025 -0.43320999999999993 -0.068264999999999978 -1.0000000180025095e-35 -1.0000000180025095e-35 0.088235000000000022 0.090775000000000008 0.24564500000000003 -0.15026499999999995 -0.14601999999999996 1.0000000180025095e-35 -0.15582499999999996 -0.51843499999999987 0.091475000000000015 0.11634000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 10 9 -9 -8 11 -1 13 14 15 16 -13 -18 -19 20 -20 22 24 -16 -21 26 -26 -28 -29 -30
right_child=-2 -3 -4 -5 -6 -7 7 8 -10 -11 -12 12 -14 -15 23 -17 17 18 19 21 -22 -23 -24 -25 25 -27 27 28 29 -31
leaf_value=-0.0035434818910658277 -0.0036344676996367328 0.0026136540056811213 -0.0029839034585363278 -0.0035772186300527991 -0.0026754559637127079 -0.0033649742291944175 -0.0029692455629419506 -0.00074616732373609983 0.002449670622012956 0.0016001792181280278 -0.0033546525791390237 -0.0035519763710641313 -0.0035905295452413068 0.003569855189757097 0.00081647249267052292 -0.0021428145509237162 0.0024488472260804188 -0.0027870175497199563 -0.0028952327158489181 -0.0032120968596050193 0.00089405488264922934 -0.0027220789543809698 0.0028266584710363741 -0.0024475749143489829 0.0024820920862668838 -0.0026908577321292557 -0.0030862384633487039 0.0010147784833001369 -0.0027362024322483774 0.0031827102027140891
leaf_weight=0.062498789115125741 0.05581197734500154 0.13665097572447837 0.097422260339044331 0.058862008223513729 0.10126018711162021 0.063253175587305921 0.12839714201982122 0.21961523484787904 0.51211450552364113 0.091922176245134324 0.086512435966142109 0.059776202277137869 0.059785168632515595 0.087094228190835454 0.12087883523781784 0.18788940495869599 0.20044499466348842 0.12303083579718466 0.1681806383749106 0.053091141153347787 0.1270872787135886 0.0818991553824161 0.24782660936398304 0.26617846742919926 0.23126998601947324 0.069563773286063113 0.071617723944657263 1.0869756981846679 0.13926146396624961 0.039775052224285901
leaf_count=272 78 146 209 49 42 107 100 24 219 16 79 130 13 13 78 67 95 462 59 50 30 30 76 185 34 9 19 315 109 6
internal_value=0 -5.18884e-05 -0.000127092 -6.84507e-05 -2.43875e-05 3.41497e-05 8.1689e-05 0.00089963 0.0014905 -0.00106278 -0.000136401 -5.64901e-05 7.20261e-06 7.11827e-05 -2.18669e-05 0.000166635 0.000327358 0.000415195 0.000248102 0.000409296 -0.00126427 0.00065377 0.000796331 -0.00142821 0.000498871 0.000619118 0.00076588 0.000469154 0.000670281 -0.00142125
internal_weight=0 4.98014 4.84348 4.74606 4.6872 4.58594 4.52269 0.952049 0.73173 0.220319 3.57064 3.48413 3.42163 3.36184 3.27475 2.88769 2.6998 2.64002 2.43958 2.31655 0.295268 2.02128 1.93938 0.387057 1.69155 1.63846 1.5689 1.33763 1.26601 0.179037
internal_count=3121 3043 2897 2688 2639 2597 2490 359 243 116 2131 2052 1780 1767 1754 1491 1424 1294 1199 737 89 648 618 263 542 492 483 449 430 115
is_linear=0
shrinkage=0.00353626


Tree=486
num_leaves=31
num_cat=0
split_feature=151 4 11 474 1211 1213 480 150 1456 157 1373 48 157 48 48 16 160 0 52 0 403 15 1186 150 147 157 42 0 12 16
split_gain=0.0539986 0.0698102 0.0769595 0.0694099 0.0633126 0.0594122 0.0597667 0.0617822 0.0858606 0.0629372 0.0541066 0.0573747 0.0737243 0.0649344 0.0680192 0.128071 0.064388 0.0823275 0.0693179 0.0587784 0.0584897 0.0595081 0.053437 0.0551286 0.0751801 0.0652167 0.0699835 0.0776125 0.0770985 0.0657799
threshold=-0.5145249999999999 0.27287000000000006 0.081790000000000015 -1.0000000180025095e-35 1.0000000180025095e-35 -0.082704999999999987 0.084710000000000021 -0.22665999999999997 -1.0000000180025095e-35 0.08796000000000001 0.099250000000000019 0.13723000000000002 -0.084489999999999996 0.12879500000000002 0.090390000000000012 -0.094359999999999986 0.10648000000000001 -0.14116499999999996 -0.087284999999999988 -0.18113999999999997 -0.092474999999999988 -0.11713499999999999 0.091245000000000007 0.08882000000000001 0.085050000000000014 -0.08107499999999998 0.088380000000000014 0.18019500000000002 0.085785000000000014 0.22339500000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 -3 5 -2 7 -7 -9 10 11 12 -10 14 16 19 17 18 -14 -16 -19 -22 23 24 25 -23 27 29 -28 -27
right_child=1 3 -4 -5 -6 6 -8 8 9 -11 -12 -13 13 -15 15 -17 -18 20 -20 -21 21 22 -24 -25 -26 26 28 -29 -30 -31
leaf_value=-0.0033194860189469859 -0.003781682097479153 -0.0039079402638013735 -0.0030552931870281557 0.0015228558639367846 -0.0037828313797149599 0.0031595213152126435 -0.0037859088665631617 -0.0037866686914193584 -0.0032594680458924645 -0.0030989926454850891 -0.0033542349065325519 0.0026456677172642237 -0.0008060221359375648 -0.0031519784080840255 -0.003861786694325701 0.002679898251960685 -0.0029130503092090342 -0.0037812958391585309 0.0027018384429929941 0.00052058193174807702 -0.0034369408699250416 0.0035518712511737843 -0.0037985126478526175 -0.0026784901009011897 -0.0032511930503971572 1.9861629336286313e-05 -0.00092878997764589107 0.0038367483565614879 0.0024642898234378432 -0.0023429472466007521
leaf_weight=0.072797853426891268 0.060205710549780966 0.035737521073315293 0.13152359809464531 0.54127345118286019 0.066184849012642988 0.089131191867637738 0.058626415588150738 0.084267230589832098 0.090071551541772155 0.087361632511601672 0.061930378484248538 0.13201094313990314 0.11133985077321995 0.080277543365809723 0.069734403397887945 0.39245894948180637 0.10189266575616773 0.061210282547114025 0.28734112604434248 0.11632080285744451 0.070913911335086843 0.093097719620352293 0.049359355034539365 0.091824095365154679 0.080553553660138166 0.96491551358665428 0.13149884987069516 0.06530938996002067 0.34743628285286832 0.20318386744111194
leaf_count=50 252 3 124 336 181 14 202 245 115 96 19 31 26 15 4 160 78 226 64 48 32 27 21 60 37 421 31 7 140 56
internal_value=0 -4.41115e-05 -0.000213986 0.0011865 -0.00012168 -6.08321e-05 -3.71518e-06 5.36783e-05 -1.96669e-05 6.63578e-05 0.000143115 0.000204286 0.000109738 0.000201181 0.000284304 0.00145719 2.92049e-05 0.000146404 0.0017222 -0.00112195 -0.000144541 -3.8441e-05 8.04439e-05 0.000177249 0.000316287 0.000475458 0.000308198 -0.000167267 0.00153267 -0.000391135
internal_weight=0 4.75699 4.17998 0.577011 4.04846 3.98227 3.92207 3.86344 3.77431 3.69004 3.60268 3.54075 3.40874 3.31867 3.23839 0.578514 2.65988 2.55798 0.398681 0.186055 2.1593 2.09809 2.02718 1.97782 1.886 1.80544 1.71234 1.23341 0.478935 1.1681
internal_count=3121 3071 2732 339 2608 2427 2175 1973 1959 1714 1618 1599 1568 1453 1438 212 1226 1148 90 52 1058 832 800 779 719 682 655 484 171 477
is_linear=0
shrinkage=0.00377425


Tree=487
num_leaves=31
num_cat=0
split_feature=31 2 52 40 42 160 52 403 48 51 457 15 0 3 52 49 42 12 4 0 16 3 0 44 13 1375 3 12 3 48
split_gain=0.0529363 0.0538191 0.0674773 0.0611406 0.0739716 0.0657614 0.0585071 0.0634866 0.069971 0.0752447 0.0707579 0.0880141 0.0636789 0.0603071 0.0597457 0.0573438 0.0747212 0.0902081 0.0866745 0.0907983 0.074503 0.0755355 0.103132 0.0565522 0.0703562 0.0570643 0.0850928 0.0814073 0.0894205 0.0555031
threshold=-1.0000000180025095e-35 0.088225000000000012 0.19022000000000003 0.051255000000000002 -0.11051499999999999 0.083670000000000008 0.13389000000000004 0.10323500000000001 0.12879500000000002 0.14431500000000003 0.088350000000000026 0.097485000000000016 0.041630000000000007 0.092670000000000016 0.11434500000000002 -0.22491999999999998 0.10256000000000001 0.10345000000000001 -0.083854999999999985 -0.13455999999999999 -0.056919999999999991 -0.078934999999999991 -0.10224499999999999 0.081805000000000017 -0.099939999999999987 -0.012484999999999998 0.076840000000000006 0.090020000000000017 -0.10831999999999999 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 6 4 -2 15 7 8 10 -10 11 14 -13 -12 23 -6 17 18 -17 -20 21 29 -23 24 -3 -26 27 -27 -29 -21
right_child=1 2 -4 -5 5 -7 -8 -9 9 -11 13 12 -14 -15 -16 16 -18 -19 19 20 -22 22 -24 -25 25 26 -28 28 -30 -31
leaf_value=0.0034662479049647281 -0.0034867263011036163 0.0018277365553836674 -0.0019247066557909855 0.0023686495963676944 0.0029473609485713699 -0.0028822082404350849 0.002143201740711604 -0.0033247154189885667 -0.0030011072253098899 0.00088638235491593259 5.1641881053447927e-05 -0.0034441955273295279 0.0021704953482342606 0.0033009775932365576 -0.002554482612701677 0.0012627670124363067 -0.0033119897524242427 0.0022009475402210718 0.00096256893501841373 0.0034592855638057377 -0.0032561119458724762 -0.0021454883143731873 0.0022722417655924396 -0.0031297963752673864 0.0030387307031794876 0.0013642127223200699 -0.0014033719091469056 0.0012234425412299414 -0.0030712089142055764 -0.0033943825672410697
leaf_weight=0.049273566562987869 0.1087855207188112 0.44532048536348234 0.17166433813690662 0.078223980992333852 0.060447631898568832 0.13082031242538494 0.18961500095610961 0.060375672401278169 0.15134041253622843 0.096566949738189578 0.11043399359914463 0.12015560315012397 0.029860225258744322 0.17448120146582369 0.076619283219770185 0.23191740763831992 0.10182530016754743 0.15592374253901642 0.19251133207580939 0.015527013252721766 0.23886198023410721 0.11205398182573845 0.14167684859785368 0.048011387552833074 0.079868367640303473 0.55654034789767959 0.34221197255828883 0.10763084267455325 0.12300808049440037 0.14135953031109205
leaf_count=86 80 143 204 20 8 111 44 87 44 18 45 103 8 50 38 256 106 60 50 5 355 17 62 11 17 350 79 83 279 302
internal_value=0 -0.000119375 0.000167428 -0.00060305 -0.000745513 -0.000549702 0.000299854 0.000161286 0.000246772 -0.00148682 0.000440874 0.000204484 -0.00232661 0.00204153 0.000417895 -0.00033051 -0.000479301 -0.000244766 -0.000599866 -0.00111291 -0.0017281 -0.00083923 0.00032126 0.000551657 0.000658483 0.000227895 2.91178e-05 0.000651867 -0.00106705 -0.00271608
internal_weight=0 4.59364 2.8837 1.70993 1.63171 1.52293 2.71204 2.52242 2.46205 0.247907 2.21414 1.92923 0.150016 0.284915 1.77921 1.3921 1.33166 1.22983 1.07391 0.841991 0.649479 0.410617 0.253731 1.70259 1.65458 1.20926 1.12939 0.787179 0.230639 0.156887
internal_count=3121 3035 1603 1432 1412 1332 1399 1355 1268 62 1206 1111 111 95 1000 1221 1213 1107 1047 791 741 386 79 962 951 808 791 712 362 307
is_linear=0
shrinkage=0.00344095


Tree=488
num_leaves=31
num_cat=0
split_feature=1213 475 1365 1 51 50 0 129 50 401 14 123 484 12 50 8 2 48 51 2 148 1 16 0 474 124 49 151 12 3
split_gain=0.0495655 0.0805874 0.048597 0.0532414 0.0889617 0.0671574 0.0591268 0.0583063 0.0553262 0.0539134 0.0546164 0.0667267 0.0547858 0.0554834 0.0570735 0.058876 0.0454074 0.0509413 0.081329 0.0874602 0.103401 0.0595445 0.0595641 0.0573766 0.0540642 0.0697677 0.0447997 0.0824516 0.063578 0.0741557
threshold=-1.0000000180025095e-35 -0.086004999999999984 0.088010000000000019 0.104035 -0.097539999999999974 0.10156500000000002 -1.0000000180025095e-35 0.093925000000000008 0.10030500000000002 0.083100000000000021 0.062655000000000016 1.0000000180025095e-35 -0.0068949999999999992 -1.0000000180025095e-35 0.088425000000000017 -0.057044999999999992 0.14753000000000002 0.12879500000000002 0.13529500000000003 1.0000000180025095e-35 -0.079549999999999996 0.12958500000000003 0.51524500000000006 -0.10324499999999999 -1.0000000180025095e-35 -0.088544999999999985 -0.086009999999999989 0.095500000000000015 0.084100000000000022 0.10732000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -2 7 16 8 9 10 11 12 -6 -14 15 -15 17 18 19 21 -21 23 -23 -5 -22 -26 27 -17 -28 -30
right_child=2 -3 -4 6 5 -7 -8 -9 -10 -11 -12 -13 13 14 -16 26 -18 -19 -20 20 24 22 -24 -25 25 -27 28 -29 29 -31
leaf_value=0.0033733684169242315 -0.0033595625151670657 -0.0030274203321907578 -0.0030508649430737362 0.00018339953309386923 -0.0028643876725305446 -0.0033598122750713409 0.0029209498957191598 -0.0033665823860407722 0.003368392093162515 -0.0032001837461968826 -0.0033640199223952125 0.0023393611148704724 -0.002183377800899148 -0.0034408554684366172 -0.003377608133189422 -0.0020893406659975942 0.002659472914503538 -0.0011940520556384478 -0.0031901696855580839 -0.0029055456828228055 -0.00129611275082223 0.0033345165382378337 -0.00045386220724463386 -0.0026626438243955333 -0.0021061867868380586 0.0029076592206479929 0.0012730830248748486 0.00184850133246763 -0.00058539930959442964 0.001941815037957109
leaf_weight=0.026637542061507702 0.099573386729389202 0.12914276142055303 0.05816213107027568 0.16972835268825293 0.073942277390418698 0.070409655148978234 0.10790928045753378 0.057867811852702178 0.054690985998604336 0.059107846665938157 0.051756022076005936 0.14222497343871499 0.11579640432683214 0.046235317364338502 0.048731149166997167 0.190571078510405 0.089549506439652649 0.24277491366956372 0.063165048784867284 0.050090105331036749 0.046134861302561614 0.08360723666191916 0.10524805821478367 0.14963552870540275 0.033779678487916964 0.4013920801917279 0.7957201408425949 0.086921739035460632 0.63361163716581359 0.16411216696724296
leaf_count=4 235 487 30 16 201 238 135 68 5 85 51 74 45 2 87 47 96 41 22 11 6 37 12 95 8 187 138 21 624 13
internal_value=0 -0.00193292 -8.94341e-06 3.28404e-05 -0.000251649 -0.000132243 0.000529037 -4.21097e-05 3.59849e-05 -3.96784e-05 3.98283e-05 0.000116495 -3.01654e-05 7.05065e-05 0.000203266 0.000294285 0.000349183 0.000195429 0.00050132 0.000725608 0.00167602 -0.000268145 0.00122327 -0.00115009 0.00215283 0.00251847 0.00038659 -0.000855853 0.000602957 -6.54868e-05
internal_weight=0 0.15578 4.29245 4.23429 2.69127 2.5917 1.54301 2.52129 2.46342 2.40873 2.34962 2.29787 2.15564 2.0817 1.9659 1.91717 1.43511 1.34556 1.10278 1.03962 0.531397 0.508219 0.188855 0.319364 0.481307 0.435172 1.87094 0.277493 1.59344 0.797724
internal_count=3121 491 2630 2600 1934 1699 666 1461 1393 1388 1303 1252 1178 977 932 845 531 435 394 372 212 160 49 111 201 195 843 68 775 637
is_linear=0
shrinkage=0.00335062


Tree=489
num_leaves=31
num_cat=0
split_feature=39 42 2 147 4 480 1348 11 52 52 47 1 52 3 159 0 0 15 42 403 0 0 1 48 4 3 4 52 42 0
split_gain=0.0485964 0.0545796 0.0520494 0.0480222 0.0562363 0.0547845 0.0518124 0.0658943 0.0562301 0.0914215 0.0746793 0.0771981 0.065011 0.0624021 0.0598638 0.0747511 0.102628 0.0964673 0.0833343 0.0692144 0.0657552 0.0872399 0.0668164 0.0839452 0.104631 0.0713919 0.0625695 0.156506 0.0654512 0.0529574
threshold=0.16946000000000003 -0.26584999999999998 0.17025000000000004 -1.0000000180025095e-35 0.51388000000000011 0.08598500000000002 0.089175000000000018 0.088215000000000002 0.15915500000000002 0.13389000000000004 0.13148500000000005 0.10337500000000001 0.11434500000000002 0.12178000000000001 0.091530000000000014 -0.077999999999999986 -0.10011499999999998 0.083935000000000023 0.083995000000000014 0.095105000000000009 -0.10224499999999999 -0.10607499999999999 1.0000000180025095e-35 0.086035000000000014 0.0061450000000000003 0.11296500000000002 -0.49013999999999996 0.10347000000000002 0.091735000000000025 -0.084269999999999984
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 5 6 7 8 9 10 11 12 14 -13 15 16 20 -18 -19 26 21 22 25 -24 -25 -5 27 -17 -28 -20
right_child=-2 2 -4 4 -6 -7 -8 -9 -10 -11 -12 13 -14 -15 -16 19 17 18 29 -21 -22 -23 23 24 -26 -27 28 -29 -30 -31
leaf_value=-0.0031784191505511783 0.0031864101178182089 -0.0031776888616170942 0.0031535042868555971 -0.0031812374761636579 0.0031619290466697214 -0.0026216380608397143 0.0028631005465660801 -0.0021769250134842902 -0.0014057263966495768 0.0029318693201367822 -0.002489762297548524 0.001494802865358077 -0.0031963350345961469 -0.00027732974457129046 -0.0020786926952459026 -0.0025526056584141764 -0.0031498890813371427 -0.0031602271861578095 -0.00315631254777325 -0.0031770691771185163 0.0023177321473161054 -0.0032033089925914667 0.001707784099258036 -0.0027920542275337635 0.0012364679662591118 0.0011791285665896042 0.0021624732699114346 0.0032262471674537785 -0.0016504994506143635 0.0015498307126767664
leaf_weight=0.056609203063999192 0.045145222276914754 0.049795990715210681 0.049495483061036682 0.10252728996056248 0.053102841995496308 0.08419110587601597 0.059762221135315374 0.14559723545244185 0.26810984344228916 0.10927057148001029 0.11559613613644604 0.57723292746595678 0.070209067685936932 0.30044822559284512 0.14471412139937445 0.12353673682446242 0.21612933263440925 0.072296822801945382 0.028041587911502575 0.039748550145304762 0.12611817911602186 0.082520462288812269 0.34541936710593291 0.12182107477565296 0.1353421129315393 0.058729965356178582 0.40995830964311775 0.074835763312876225 0.05025597165513318 0.15638426008626993
leaf_count=18 23 20 54 52 91 210 31 92 297 31 28 264 54 86 187 50 439 303 119 39 29 28 91 27 20 5 200 4 137 92
internal_value=0 -0.000102797 -6.10559e-05 -9.9658e-05 -6.20162e-05 -0.000104616 -5.0758e-05 -9.56988e-05 -1.44436e-05 9.33293e-05 7.93092e-07 8.97531e-05 -0.000207353 0.000888166 -0.000115649 1.68715e-05 -0.000392453 -0.00159753 -0.000290638 0.000864041 0.000193498 -0.000123039 0.000209734 0.000692215 -0.000671888 -0.00159319 0.00110794 -0.000372541 0.00174609 0.000834271
internal_weight=0 4.2278 4.17119 4.1217 4.0719 4.0188 3.93461 3.87484 3.72925 3.46114 3.35187 3.23627 2.35859 0.877681 2.28838 2.14367 1.44533 0.472852 0.256723 0.698335 0.972478 0.84636 0.76384 0.602583 0.257163 0.161257 0.658587 0.198373 0.460214 0.184426
internal_count=3121 3098 3080 3026 3006 2915 2705 2674 2582 2285 2254 2226 1876 350 1822 1635 1205 953 514 430 252 223 195 138 47 57 391 54 337 211
is_linear=0
shrinkage=0.00315347


Tree=490
num_leaves=31
num_cat=0
split_feature=3 124 457 39 38 3 15 11 1373 1213 403 42 4 454 157 4 133 43 1 40 15 160 12 1 159 43 3 3 1 49
split_gain=0.238068 0.276904 0.227167 0.238 0.212152 0.190659 0.245617 0.224603 0.172359 0.170206 0.18558 0.226113 0.163404 0.161634 0.177925 0.154444 0.14918 0.157657 0.175399 0.132073 0.129699 0.234143 0.128752 0.128656 0.12478 0.122601 0.212187 0.155297 0.107445 0.137913
threshold=0.30112000000000005 -0.043384999999999993 0.080930000000000016 0.15619500000000003 0.095410000000000009 -0.10519499999999998 0.079055000000000014 0.081790000000000015 -1.0000000180025095e-35 -1.0000000180025095e-35 0.03138500000000001 -1.0000000180025095e-35 0.50822500000000004 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.49013999999999996 -0.25159999999999993 0.084740000000000024 0.10089500000000001 0.12880000000000003 0.088235000000000022 -0.023379999999999995 -1.0000000180025095e-35 0.098700000000000024 0.11792500000000002 -0.083134999999999987 -0.084074999999999997 -1.0000000180025095e-35 0.086105000000000015 -0.076109999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 5 23 6 7 15 -4 -7 11 -11 -9 -13 24 -3 -16 18 25 -2 21 -12 -20 -1 -15 26 -18 -27 29 -10
right_child=19 2 8 -5 -6 9 -8 12 28 10 20 13 -14 14 16 -17 17 -19 22 -21 -22 -23 -24 -25 -26 27 -28 -29 -30 -31
leaf_value=0.0002407372808369483 0.0011374886599387984 -0.00022852811929109038 -0.00075386394776251996 0.001423325184509769 -0.0013950526455729475 -0.0013840393026686383 -0.00088360859464492014 -0.00075640250353210771 0.00043981593008225511 -0.0012495487067110476 0.0012486012259722923 -0.0014049136772958891 0.00095607671699681504 -0.0011435236733050606 -0.0014113461316538215 0.00091673894511902444 -0.00093495843690440616 0.00064735400193442782 0.0013976683403222544 -0.00088695468299818927 0.00079632192466866846 -0.001388579280747509 5.0703506154933119e-06 0.0013073024291636267 0.00082303105977565676 -0.0013845053656546212 0.0010010390590817829 -0.00040773617827055274 0.00076726721274302727 -0.0012513835806017269
leaf_weight=0.41125036275479665 0.42677968632779162 0.30083694698987529 0.2512905976618639 0.15411952647264193 0.092853534821188077 0.33253492006041874 0.43858859718602605 0.500733353284886 0.30471367150312278 0.606857661980026 0.1007680022448767 0.26535561277704989 0.13430055335629731 0.61733314552111007 0.18096952911582409 0.87375662065459925 0.19124235844356008 0.43859810063440807 0.1403747795120579 0.071508216846268624 0.41014485928462818 0.17528926723753091 1.2474712501862084 0.45031017587461974 0.068083868201938458 0.42358663745835246 0.24598506739129966 1.1471053241112148 0.88622245151782408 0.13105666427873153
leaf_count=54 126 21 18 24 24 442 108 121 33 413 13 57 16 320 22 97 68 40 36 6 30 68 116 160 24 420 35 69 83 57
internal_value=0 -0.000126325 -0.000190554 -0.000275092 0.000584819 -0.000304703 4.1972e-05 0.000266299 0.000292729 -0.000422943 -0.000371882 -0.000455179 -0.000394238 -0.000358107 -0.000299016 0.000623413 -0.000188203 -0.000130474 -0.000230939 0.000846965 0.000304609 -0.000425941 0.000145926 0.000798197 -0.000948182 -0.000491423 0.000154238 -0.000671153 0.000491671 -6.88074e-05
internal_weight=0 11.5217 10.5673 8.99404 0.954414 8.83992 2.24822 1.80963 1.57328 6.5917 6.25917 5.57296 0.635034 4.96611 4.70075 1.17459 4.01533 3.83436 3.39577 0.498288 0.686202 0.276057 1.38785 0.861561 0.685417 2.00792 0.437227 1.57069 1.32199 0.43577
internal_count=3121 2989 2751 2560 238 2536 363 255 191 2173 1731 1620 137 1207 1150 118 806 784 744 132 111 81 152 214 344 592 103 489 173 90
is_linear=0
shrinkage=0.0013786


Tree=491
num_leaves=31
num_cat=0
split_feature=39 42 42 132 10 33 9 2 1375 403 484 457 123 1447 160 43 4 1374 1375 48 0 48 43 1 42 4 148 14 43 150
split_gain=0.045086 0.0533658 0.0589632 0.0523461 0.0467305 0.053152 0.0655705 0.0535514 0.0531226 0.056995 0.0553513 0.0521404 0.0515402 0.0592444 0.0515317 0.0586274 0.0555071 0.0464869 0.0736772 0.0484702 0.0874421 0.0577122 0.0559046 0.0901806 0.0740067 0.0669299 0.0702096 0.0687396 0.0563391 0.052356
threshold=0.16946000000000003 -0.11466499999999999 -0.106335 0.081465000000000024 0.058500000000000003 -0.0066799999999999993 0.088235000000000022 0.089775000000000008 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.0068949999999999992 0.51278000000000012 0.086730000000000015 -1.0000000180025095e-35 -0.094954999999999984 0.022390000000000004 -0.58204499999999992 -0.094929999999999987 -0.081379999999999994 0.11951500000000001 -0.11756999999999999 0.090390000000000012 1.0000000180025095e-35 0.10124500000000002 0.092145000000000019 -0.17966999999999997 -0.080634999999999984 -0.46885499999999997 -0.51144999999999985 -0.082924999999999985
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 -1 5 -4 7 8 -7 -10 -11 12 13 -9 16 -16 -12 -15 -19 21 -21 22 23 28 -24 -25 -27 -28 -20 -30
right_child=-2 2 4 -5 -6 6 -8 11 9 10 14 -13 -14 17 15 -17 -18 18 19 20 -22 -23 24 25 -26 26 27 -29 29 -31
leaf_value=-0.0025189761200358107 0.0032754591856317583 0.0027474775579459532 -0.0029576808545909122 0.0028171908010838991 0.002568163182980903 -0.0031258127597458942 0.0028145226322183691 -0.0032563905308988957 -0.002591978545431257 -0.0032091330263698523 0.0032900858836828343 0.0032736595997924318 0.0022366229700846773 -0.0020956039159262742 0.00046043411925090599 -0.0021421748218464864 -0.003239635572226081 0.0028004122220119756 0.0017950105933890921 -0.0031373082681991574 0.00090437564483226659 0.0013558863191337092 0.0016278650246454563 -0.0028072831707761231 -0.0017892747374249813 -0.002082259892472303 -0.0015341971104462823 0.0027992271650474671 0.0027769525447578955 -0.0019031319937652137
leaf_weight=0.15420445227118751 0.041981629456131375 0.079083938857366198 0.068695691312315232 0.022121251851785928 0.068768553446716285 0.08663785499993748 0.080689270514994749 0.058451084617446525 0.12266747508511078 0.063042027281882906 0.016203073901124299 0.054900836024898925 0.110478121707274 0.10085775965126398 0.81437003203972524 0.10255607467297523 0.088689706859442441 0.10550001612864646 0.054727323935368721 0.12982411085977219 0.099513453256804385 0.36116039773696673 0.31635791447297379 0.04847062179032946 0.084516383833033615 0.053642103186575696 0.047240823099855334 0.20872634816259961 0.026503544402660006 0.49440362541644611
leaf_count=153 23 20 21 16 68 81 23 92 500 219 2 12 109 7 423 97 142 23 8 28 34 148 132 59 95 14 12 117 8 435
internal_value=0 -0.000103431 -2.54214e-05 -0.00184952 -8.21212e-05 -0.000130098 -7.80242e-05 -0.000141979 -0.000672106 -0.000496058 -0.000259068 0.000149314 7.47481e-05 -3.43164e-05 -7.70607e-05 0.000169338 -0.00223097 5.40433e-05 0.000160815 1.61576e-05 -0.00138355 0.000205458 -0.000105866 -0.000540906 0.000907429 0.000737344 0.00129227 0.00199946 -0.00133606 -0.00166501
internal_weight=0 4.123 3.94668 0.176326 3.86759 3.79883 3.73013 3.64944 1.29417 1.20753 1.08486 2.35527 2.30037 2.1899 1.02182 0.916926 0.104893 2.13144 2.03059 1.92509 0.229338 1.69575 1.33459 0.933714 0.400874 0.35808 0.309609 0.255967 0.575634 0.520907
internal_count=3121 3098 2929 169 2909 2841 2820 2797 1464 1383 883 1333 1321 1212 664 520 144 1120 1113 1090 62 1028 880 653 227 202 143 129 451 443
is_linear=0
shrinkage=0.00324402


Tree=492
num_leaves=31
num_cat=0
split_feature=1 0 150 51 51 3 52 15 9 4 1446 2 47 44 52 1 16 4 52 2 3 2 48 47 43 4 4 12 2 0
split_gain=0.263922 0.222235 0.206785 0.154783 0.191622 0.192659 0.151328 0.144623 0.250326 0.152195 0.139891 0.142242 0.14482 0.166537 0.136081 0.166565 0.18158 0.135877 0.22945 0.131357 0.286856 0.109001 0.104951 0.104685 0.152954 0.104521 0.151984 0.154659 0.142167 0.214138
threshold=0.094385000000000011 -0.060129999999999996 0.080470000000000014 0.08955500000000001 0.045645000000000005 0.090900000000000009 -0.43320999999999993 -0.0063699999999999989 0.091600000000000015 0.40124500000000002 0.091555000000000011 0.13754500000000003 0.13148500000000005 0.087770000000000015 0.12603000000000003 0.12811000000000003 0.15891500000000003 -0.49405499999999997 0.10347000000000002 0.10731 -0.116045 0.088850000000000012 0.12879500000000002 0.096300000000000011 -0.04890499999999999 -0.084369999999999987 -0.083854999999999985 0.091840000000000019 0.088225000000000012 -0.13455999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 6 4 5 7 -2 8 9 -1 11 12 13 14 15 16 23 18 -3 -19 -21 -6 -4 -8 -25 -9 -27 28 29 -28
right_child=2 17 22 -5 21 -7 10 25 -10 -11 -12 -13 -14 -15 -16 -17 -18 19 -20 20 -22 -23 -24 24 -26 26 27 -29 -30 -31
leaf_value=-0.0013202094412409957 -0.0014619680068705513 -0.0012492941138962134 0.0010031748490751092 -0.0013024392768444233 -0.00029050239928138838 0.00057406833742231953 0.0006720582625046401 -0.0013062574613757179 0.0010699398100608073 0.0014751688052879236 -0.0014269601243221623 0.00090881978770519008 -0.00077470121298234523 -0.0014173281087289 -0.00054988005992342786 0.0013163795901259562 -0.0011556586934055326 0.00080278566291818018 0.00061516180040885272 0.0013605086937706324 -0.0014829280293738329 0.0010363146532597332 -0.00014046497212568648 0.00086772472446346931 -0.00076120487585334745 0.001347567563065275 0.0013808254216415776 -0.0014697888728942589 0.00046013370280578443 -0.0010769144759491735
leaf_weight=1.0432765594960081 0.13656950926815614 0.30508934360113915 0.84837027519824892 0.40233282936242165 0.23366994874231739 0.3231147599290124 0.94720613480604077 0.1987647326459413 0.11289928155019868 0.04304808797314752 0.12266660734894674 0.46105925952724636 0.40138605254469428 0.13321462587919075 0.37409030835260626 0.35256434429902572 0.18290607363451261 0.78838866791920714 0.25908977224025875 0.12779604643583287 0.18336924266623111 0.30036798278160859 0.21311453322414309 0.19741112555493601 0.3218341029714793 0.12620561073708847 0.09174528086441569 0.20988610555650655 0.49643722035398241 0.41849202002776953
leaf_count=726 115 64 214 197 41 23 163 271 4 4 27 111 36 16 75 86 37 59 18 8 99 19 13 15 35 22 12 199 97 315
internal_value=0 -0.000259308 0.000207912 -0.000445423 -0.000349588 -0.000489962 4.25451e-05 -0.000615403 -0.000994848 -0.00120944 0.000101346 0.000156948 3.78471e-05 0.000167826 0.0002567 0.000407422 0.000213124 0.000188184 -0.000393074 0.000486426 -0.000315124 0.000455762 0.000773566 0.000383848 -0.000141904 -0.000320217 -0.000174257 -0.00033213 -9.49348e-05 -0.000634991
internal_weight=0 5.66397 4.69239 4.00024 3.59791 3.06387 3.63091 2.74075 1.19922 1.08632 3.49434 3.37167 2.91061 2.50923 2.37601 2.00192 1.64936 1.66373 0.564179 1.09955 0.311165 0.534038 1.06148 1.46645 0.519245 1.54153 1.34277 1.21656 1.00667 0.510237
internal_count=3121 2178 943 1930 1733 1673 716 1650 734 730 601 574 463 427 411 336 250 248 82 166 107 60 227 213 50 916 645 623 424 327
is_linear=0
shrinkage=0.00145693


Tree=493
num_leaves=31
num_cat=0
split_feature=1 0 52 47 15 1 48 50 3 0 150 159 2 4 52 2 160 160 159 128 51 51 4 15 15 16 16 9 129 15
split_gain=0.368871 0.280325 0.259655 0.236924 0.362603 0.315309 0.296413 0.245889 0.236156 0.20003 0.192863 0.218312 0.23139 0.170561 0.269883 0.201884 0.170473 0.171085 0.156279 0.150121 0.144282 0.318424 0.177445 0.259221 0.236681 0.221217 0.189221 0.295722 0.159282 0.158253
threshold=0.094385000000000011 -0.060129999999999996 -0.43320999999999993 0.087885000000000019 0.035560000000000008 0.11146500000000002 0.12879500000000002 0.11843500000000001 0.090900000000000009 -0.10324499999999999 -1.0000000180025095e-35 -1.0000000180025095e-35 1.0000000180025095e-35 -0.49405499999999997 0.10347000000000002 0.12437500000000001 -0.080409999999999995 -0.083899999999999988 0.082105000000000025 0.086435000000000012 0.088210000000000011 0.045645000000000005 0.0061450000000000003 0.083935000000000023 0.084050000000000014 -0.014034999999999997 -0.48836499999999994 0.091600000000000015 0.092550000000000007 0.15614500000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 8 -2 4 6 -6 7 16 18 -7 -5 -12 -13 14 -3 -15 17 -4 20 -18 21 22 23 -1 -25 26 -24 -28 29 -26
right_child=2 13 3 10 5 9 -8 -9 -10 -11 11 12 -14 15 -16 -17 19 -19 -20 -21 -22 -23 25 24 28 -27 27 -29 -30 -31
leaf_value=-0.0013148679950835856 -0.0013799448819935712 -0.0011102495088180285 0.00069699858445442105 -0.0011416759137155509 -0.0012430985536535603 0.0013244293290264244 -0.00071644779560063663 -0.00067335941843988507 0.00027803252816197921 -0.00040839948449582371 -0.0010813937196389473 -0.00019397176160002979 0.00083923013844193766 0.00064032540952011722 0.00053898374685697886 -0.00090625078693416566 0.0012105996881741222 -0.00097005945649633087 -0.0012950057195466006 -0.00039636898411535575 -0.0014032083098818962 0.00068314186950506253 0.00031417590614806834 0.0014335086961119355 -0.00093960794710417196 0.00093392129683388819 -0.0014104913654603534 0.0009466983810997499 0.00067128267346117977 0.0014151844078896089
leaf_weight=0.95233550603734451 0.19518296411843028 0.41868574830004979 0.47458187365555204 0.30365184554830227 0.39841782065923315 0.23288203240372241 0.26813624147325743 0.19919112988281984 0.7520329802064224 0.27243879460729659 0.28393066930584643 1.0223014279617921 0.68045923212775949 1.2066168564779216 0.33796642703237012 0.18323701244662505 1.806909173785243 0.15357512049377131 0.47768774138239667 0.11664013855624933 0.28816217639541708 0.45465691763092753 0.38380480604246259 0.12489441034267645 0.84814972840831593 0.28417024682858005 0.47969444519549143 0.12683353386819363 0.1663543319737073 0.057432100176811218
leaf_count=482 119 64 81 21 82 14 10 22 48 28 54 72 51 104 18 62 369 7 242 13 178 35 35 12 680 58 120 3 35 2
internal_value=0 -0.000268748 0.000179204 0.000228184 0.000433031 -0.000329853 0.000661398 0.0007957 -0.000435671 0.000390192 -0.000122667 3.30819e-05 0.000218918 0.000150888 -0.000373603 0.000436426 0.000910378 0.000289427 -0.000551241 0.00111316 -0.000465968 -0.000396331 -0.000539683 -0.000780367 -0.000355057 -0.000133822 -0.000440205 -0.00091757 -0.000563448 -0.000790267
internal_weight=0 7.54271 6.4083 6.21312 3.92277 0.903739 3.01903 2.7509 5.39621 0.505321 2.29034 1.98669 1.70276 2.14651 0.756652 1.38985 2.55171 0.628157 4.64418 1.92355 4.16649 3.87833 3.42367 2.14917 1.19683 1.2745 0.990333 0.606528 1.07194 0.905582
internal_count=3121 2178 943 824 626 124 502 492 1930 42 198 177 123 248 82 166 470 88 1882 382 1640 1462 1427 1211 729 216 158 123 717 682
is_linear=0
shrinkage=0.00137286


Tree=494
num_leaves=31
num_cat=0
split_feature=1 2 0 457 0 4 457 48 52 52 52 47 51 43 474 148 52 15 52 147 160 49 403 475 43 13 16 3 13 133
split_gain=0.313148 0.230989 0.196338 0.168053 0.183028 0.217841 0.158914 0.179923 0.152248 0.13807 0.137998 0.149996 0.281269 0.203898 0.293878 0.258603 0.134665 0.115529 0.123428 0.13807 0.120382 0.122661 0.204977 0.162795 0.139613 0.230831 0.118549 0.143947 0.111459 0.110527
threshold=0.104035 0.14753000000000002 1.0000000180025095e-35 0.080930000000000016 0.041630000000000007 -0.49405499999999997 0.084485000000000018 0.092475000000000016 0.10347000000000002 -0.26636999999999994 0.19022000000000003 0.087885000000000019 0.123935 -0.14035499999999998 -0.14697499999999997 -0.079549999999999996 -1.0000000180025095e-35 0.091915000000000011 -0.11592499999999999 0.08598500000000002 -0.089744999999999978 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.086424999999999988 -0.078654999999999989 0.18141000000000002 -0.51370499999999997 0.076840000000000006 -0.28558999999999996 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 10 4 17 8 -5 16 -6 -4 11 12 13 -2 -15 -16 -8 18 -1 20 -20 -22 23 -23 25 -24 -26 -28 -19 -13
right_child=1 -3 9 6 5 -7 7 -9 -10 -11 -12 29 -14 14 15 -17 -18 28 19 -21 21 22 24 -25 26 -27 27 -29 -30 -31
leaf_value=-0.0010775759025621191 -0.00049901820055663678 0.0008517891590098844 -0.0011533516270517187 0.00077294299096831401 -0.0010426098497407861 0.00027264102153103358 -0.00074213924489258717 0.00059682172221104204 5.7648194798151487e-05 0.0011640320257794731 -0.0008284856340322462 -0.001101116929406838 -0.00076191015697157883 -0.0013088278787548422 -0.00097474941641169344 0.00089582505775758338 0.00025620381717900311 0.00096832399070698877 -0.001046770471970649 0.00069380223231836527 -0.00087734128608529111 0.0010469302649029064 0.00053004925411259023 -0.0011571915781368256 0.00074730152852348758 -0.0011649333205409175 -0.00063083712559972938 0.00028754994875367134 -0.0011279548407804817 -0.00028046379801239
leaf_weight=0.55606841604458068 0.33256123276078176 0.31778216728707764 0.040371468901867047 0.22749353846302245 0.44023428313084878 0.72306024649878942 0.7359765414148568 0.24965567598701455 0.26851120038190857 0.21932759704941407 0.45232333237072442 0.26052856224123377 0.42728776158764947 0.10570532083511364 0.10919519432354718 0.95697173048392958 0.2368398030521347 0.035171210533007979 0.53636418611858871 0.12447478162357573 0.75708129077975117 0.048495013732463121 0.57972226066340171 0.5313269916223361 0.11343136592768033 0.13054477513651364 1.3048600884067156 0.27382851613219816 0.77081014326540742 1.3221104463445952
leaf_count=286 15 112 35 25 76 67 107 23 16 86 54 19 18 1 8 230 25 2 260 26 122 5 126 472 12 23 324 23 410 113
internal_value=0 -9.50697e-05 -0.000166264 -0.000468474 -0.000540562 -0.000172075 -0.000110815 -0.000275277 -0.000625772 0.000803784 -0.000229773 -0.000152715 6.26292e-05 0.000296814 0.00052266 0.000704244 -0.000499085 -0.000632124 -0.000566368 -0.000501764 -0.00053657 -0.000463387 -0.000358298 -0.000972844 -0.000209975 0.000218517 -0.000389835 -0.00047154 -0.00103648 -0.000415557
internal_weight=0 4.54416 4.22638 8.64395 7.19398 1.43181 1.44997 1.22247 0.708745 0.259699 3.96668 3.51436 1.93172 1.50443 1.17187 1.06617 0.972816 5.76218 4.9562 4.40013 4.27565 3.73929 2.98221 0.579822 2.40239 0.710267 1.69212 1.57869 0.805981 1.58264
internal_count=3121 691 579 2430 2250 159 180 155 92 121 458 404 272 254 239 238 132 2091 1679 1393 1367 1107 985 477 508 149 359 347 412 132
is_linear=0
shrinkage=0.00115159


Tree=495
num_leaves=31
num_cat=0
split_feature=12 1 15 3 132 133 13 448 49 3 15 15 52 49 47 151 15 0 403 3 43 4 11 1 38 1 13 15 159 130
split_gain=0.273983 0.252377 0.222331 0.188661 0.185198 0.214335 0.312032 0.23623 0.178409 0.172453 0.181382 0.2867 0.197243 0.163354 0.153873 0.216546 0.153844 0.152129 0.134393 0.12952 0.203179 0.125819 0.141162 0.121694 0.118938 0.117195 0.116781 0.114443 0.113076 0.142597
threshold=0.084100000000000022 0.13075500000000004 0.084050000000000014 0.10732000000000001 0.081465000000000024 -0.0061299999999999992 -0.0021749999999999994 -0.081729999999999983 -0.14917999999999998 -0.097604999999999983 0.088235000000000022 0.091915000000000011 0.090245000000000006 -0.016249999999999997 0.096175000000000024 -0.086654999999999982 -0.09551999999999998 -0.23194499999999998 0.03138500000000001 -0.077774999999999983 -0.04890499999999999 0.50822500000000004 0.088215000000000002 0.13743000000000002 0.12566000000000002 0.11146500000000002 0.043850000000000007 0.091295000000000015 0.092630000000000018 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 8 5 26 7 -7 -2 13 16 12 18 -10 15 -8 19 -17 27 -11 -21 22 28 -16 -9 -4 -1 -12 29 -15
right_child=1 -3 25 -5 -6 6 14 24 9 10 11 -13 -14 21 23 17 -18 -19 -20 20 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.001189487513547214 0.00031228394353327181 0.000754050406801852 -0.0013598892553062783 0.0004065571949775366 0.00095394558087691546 -0.0013870908888380551 0.00094491231043526572 0.0009813694632180704 0.00067318178322131226 -0.0013565742586129086 -0.0013526381666028942 -0.001350779179245317 -0.0013547098626372225 -0.0013849232416152321 -0.0010753722439610044 0.0010900121810067782 -0.0013321342298416258 -0.00016390807964501055 0.0011612869807559149 0.0010655420474814336 -0.0013009313043671107 0.0009013793677547854 -0.0013782805524906326 0.00016867122335084927 -0.00095852674065853365 0.00013172073073535883 0.00040071459899644547 0.0010604024566872724 -0.0013650720044609515 0.00014722347142901779
leaf_weight=0.34486804374319024 0.44979404161858827 0.36191541858715925 0.28222876739164338 0.46572761982679356 0.47799528554605775 0.089067691034869889 0.45063586800824929 1.1453847757366018 0.29025821574032296 0.16125915489101317 0.09000485787692003 0.31101002616196638 0.11047729627171066 0.13192783224803839 0.41310855286428694 0.1896728492574774 1.1588142760156199 2.3094037815026236 0.30560344093828462 0.1716665219864808 0.10649935214314554 0.11603497550822783 0.29444780896301381 0.21741368738003075 0.060267949360422901 0.14416643208824098 0.11045539320912212 0.058908889899612404 0.15455852262675762 0.66338592005195052
leaf_count=80 39 55 114 20 93 7 38 380 29 88 88 358 64 29 50 29 938 207 32 10 61 17 72 10 4 14 13 10 42 130
internal_value=0 -0.0003316 8.25066e-05 -0.000409553 0.000151372 7.94011e-05 0.000161886 0.000728136 -0.000492638 -0.000580411 -0.000805192 -0.00031296 0.000258324 -0.000243468 -4.28874e-05 8.61193e-05 -0.00107499 -6.87391e-05 0.000650397 -0.000396861 0.000159508 -0.000439053 -0.00056405 -0.000646407 0.000884398 -0.000855568 -0.000803726 -0.000398062 -0.00031165 -0.000106931
internal_weight=0 5.40229 6.23467 5.04038 5.80827 5.33028 4.87496 1.29472 4.57465 4.12486 2.47424 0.876005 0.564994 1.65061 3.58023 2.94971 1.59824 2.49908 0.454517 0.439425 0.278166 1.36036 1.24432 0.630522 1.20565 0.426395 0.455323 0.148914 0.949872 0.795314
internal_count=3121 2082 1039 2027 911 818 725 391 2007 1968 1649 552 194 319 334 274 1097 236 130 159 71 290 273 60 384 128 93 98 201 159
is_linear=0
shrinkage=0.00134594


Tree=496
num_leaves=31
num_cat=0
split_feature=9 401 1429 15 50 15 3 483 2 128 375 1374 158 453 33 160 133 47 16 151 47 52 403 1374 1 49 15 52 3 15
split_gain=0.0493412 0.0468098 0.0471544 0.0520175 0.0779634 0.0547445 0.0674643 0.0644864 0.051197 0.0490242 0.0490437 0.0505767 0.0517993 0.0572518 0.0539767 0.0564721 0.0761226 0.060409 0.0590529 0.0604106 0.0574212 0.051463 0.0685954 0.0680262 0.0624394 0.0950279 0.0924465 0.0727281 0.0836857 0.0597729
threshold=-0.036024999999999995 0.10076500000000001 -1.0000000180025095e-35 -0.24436499999999997 0.11843500000000001 -0.18895499999999996 0.31299000000000005 0.088070000000000009 -0.14451499999999998 0.11596500000000001 0.087420000000000012 0.10637000000000001 0.084765000000000021 1.0000000180025095e-35 -0.0066799999999999993 -0.098904999999999979 -0.25159999999999993 0.09550500000000002 0.10246000000000001 -0.14575499999999997 0.090280000000000013 -0.24164999999999998 -0.092474999999999988 -0.094929999999999987 0.10557500000000002 -0.087004999999999985 -0.090344999999999995 0.11434500000000002 0.092670000000000016 -0.0063699999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 -4 -5 7 8 -7 10 11 12 13 14 -10 18 -17 20 19 -16 21 -18 -23 -24 25 -25 -27 28 29 -28
right_child=1 -3 3 5 -6 6 -8 -9 9 -11 -12 -13 -14 -15 15 16 17 -19 -20 -21 -22 22 23 24 -26 26 27 -29 -30 -31
leaf_value=0.0028944497524880366 -0.0019863970955562721 -0.0026369854574317428 0.0019687352068273041 -0.0022806643420005606 -0.0016376758938680008 0.0026489035784317805 0.0028853427291524519 -0.0022677267186708054 -0.0028143378427520618 -0.0029038321411972408 -0.0026592473226334568 -0.0027292074496993069 -0.0016674290013422527 -0.001722091770701767 0.0027439948688275152 -0.00215151414775579 -0.0011929416068547994 0.0014606270349996329 0.0010867596874804672 -0.002893288040456278 -0.0029418215796822946 -0.0028800004545780308 -0.0011584070092925298 -0.0010853426779213493 0.0019032643441148679 0.0025160716040550125 -0.001876165680377946 -0.0021883821651331702 0.0028590154919180414 0.00059651640542181879
leaf_weight=0.045789274929120327 0.103867326598447 0.059703183804231119 0.22148717438540133 0.093947905794266151 0.06391934044950176 0.0576062772888698 0.063377737213158869 0.1109669005318209 0.048422934778504678 0.050329858697295893 0.058357407968287478 0.055272189827519358 0.140094847891305 0.13393017991256773 0.017928137036506087 0.096929198392904925 0.17059465378952676 0.41004133132082632 0.065352927238564007 0.12834568864673679 0.045356561095104442 0.049990907771650828 0.18016351844199396 0.27112950852279749 0.29662609302613407 0.21379699080899195 0.089927470043226099 0.080222036649502226 0.12521238868794171 0.80581935083678291
leaf_count=89 152 163 184 59 19 29 55 221 17 48 27 24 231 49 3 105 168 98 14 213 7 272 45 66 96 67 101 43 24 432
internal_value=0 -0.000107524 -7.19828e-05 -2.40122e-05 0.00116105 -0.000111641 -5.75286e-05 -0.000107905 -4.11714e-05 -8.50231e-05 -4.42969e-05 2.563e-07 4.50244e-05 0.000119304 0.000198964 0.000246845 0.00035382 0.000442484 -0.00118663 -0.00220235 0.000263219 0.00032688 0.000449591 0.000530278 0.000691872 0.000465324 0.000785049 0.000448966 0.000656196 0.000348274
internal_weight=0 4.30872 4.24902 4.14515 0.285407 3.85974 3.7658 3.70242 3.59145 3.53384 3.48351 3.42516 3.36988 3.22979 3.09586 3.04744 2.83581 2.73888 0.211627 0.146274 2.32884 2.28348 2.11289 2.0629 1.88273 1.58611 1.31498 1.10118 1.02096 0.895747
internal_count=3121 3032 2869 2717 203 2514 2455 2400 2179 2150 2102 2075 2051 1820 1771 1754 1524 1419 230 216 1321 1314 1146 874 829 733 667 600 557 533
is_linear=0
shrinkage=0.00287666


Tree=497
num_leaves=31
num_cat=0
split_feature=151 4 11 474 150 1456 0 4 43 160 133 12 48 403 3 376 1 42 457 475 157 33 401 38 1375 3 150 15 43 160
split_gain=0.0456157 0.0580353 0.0655631 0.0566968 0.0532068 0.0681541 0.0535639 0.0789994 0.0980542 0.066066 0.067817 0.0645668 0.062397 0.0663742 0.0704658 0.0582918 0.0537574 0.0500301 0.0560102 0.0602744 0.0531444 0.0504843 0.0548141 0.0646843 0.0650062 0.0540956 0.0622083 0.0556577 0.1021 0.0496855
threshold=-0.5145249999999999 0.27287000000000006 0.081790000000000015 -1.0000000180025095e-35 -0.22665999999999997 -1.0000000180025095e-35 -0.0058249999999999994 -0.49405499999999997 -0.45785999999999999 -0.098904999999999979 -0.25159999999999993 -1.0000000180025095e-35 -0.09386499999999999 -1.0000000180025095e-35 -0.097604999999999983 0.082945000000000019 0.080270000000000022 -0.11466499999999999 -0.0029299999999999994 -0.08459499999999999 0.00087500000000000013 -0.0066799999999999993 1.0000000180025095e-35 1.0000000180025095e-35 -0.43996499999999994 -0.077774999999999983 0.08882000000000001 0.040760000000000005 0.15359500000000004 -0.090969999999999981
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 -3 -2 -6 9 8 -8 11 -11 -7 -12 14 16 -10 -14 -15 29 -20 21 -21 23 24 -23 26 -26 -27 -29 -19
right_child=1 3 -4 -5 5 6 7 -9 15 10 12 -13 13 17 -16 -17 -18 18 19 20 -22 22 -24 -25 25 27 -28 28 -30 -31
leaf_value=-0.002982186886661083 0.002609080451220107 -0.0035354743941215382 -0.0027545662028807837 0.0013576665641303783 -0.0034446380557979308 0.0018051428493792881 0.002894443057075364 0.0018946168741789137 -0.003265439621097667 -0.003450847540895001 -0.0034722345041730968 -0.0034519345516427873 -0.0034473225167476482 -0.0021653527584572663 -0.0034417239998740141 0.00087101679681210659 0.003172044518891057 0.0034311184666909788 -0.0022851065365746387 -0.0028031740052188816 -0.0028347987646492384 -0.0013879073400559765 -0.0014606666831160397 -0.0027606481765218398 0.00074923947387984082 0.0021745831976969503 -0.003453244476031236 -0.0018861496709960731 0.0034625717119431323 -0.0022658162838526709
leaf_weight=0.063187506028043461 0.083014975069091501 0.029733156377915293 0.11408085778748489 0.46442692976961542 0.073580437982856295 0.034630319256393705 0.067926957039162517 0.34615701740767546 0.12492416407258133 0.072204003230583846 0.062193007470344397 0.13521598530678813 0.021728615005486063 0.10281692093667905 0.12534313423202892 0.05928070965455845 0.043389092468714807 0.020499544063568464 0.090719750678549427 0.047885818625222565 0.052264901392845675 0.11906320614071297 0.12115354401794309 0.054168569797184207 0.52680953303024802 0.74832139944279752 0.045127240402507596 0.11593612549404497 0.066140520713815931 0.15216209105165468
leaf_count=50 15 3 124 336 278 10 6 93 57 143 23 246 42 64 585 13 19 5 68 23 40 12 131 13 270 217 36 54 8 137
internal_value=0 -4.1154e-05 -0.000191634 0.00106325 -0.000108398 -0.000174175 -0.000102471 0.000829278 -0.000633348 -0.000304611 -0.000168398 -0.00238006 -7.41886e-05 1.19464e-05 -0.00193567 -0.00193425 0.00096328 0.000175859 0.000287288 0.000450319 0.000581144 0.000677931 0.000770709 0.00093205 0.00105542 0.00124906 0.000417653 0.00176014 5.6808e-05 -0.00158944
internal_weight=0 4.1209 3.62674 0.49416 3.51266 3.42964 3.35606 0.598289 0.252132 2.75777 2.58793 0.169846 2.51572 2.45353 0.190461 0.184205 0.0651177 2.26307 2.16025 1.98759 1.89687 1.84461 1.79672 1.67557 1.6214 1.50233 0.571937 0.930398 0.182077 0.172662
internal_count=3121 3071 2732 339 2608 2593 2315 169 76 2146 1890 256 1747 1724 646 70 61 1078 1014 872 804 764 741 610 597 585 306 279 62 142
is_linear=0
shrinkage=0.00343522


Tree=498
num_leaves=31
num_cat=0
split_feature=3 124 38 1456 3 1213 15 1365 0 14 13 39 48 1 12 41 4 43 160 131 12 42 160 43 16 9 457 1 16 49
split_gain=0.266427 0.24792 0.20363 0.19984 0.21135 0.260148 0.178398 0.163822 0.198745 0.205331 0.17357 0.19847 0.159232 0.160844 0.157663 0.152043 0.157732 0.268696 0.143026 0.137258 0.19623 0.250507 0.15119 0.148484 0.128715 0.187365 0.158066 0.126899 0.123928 0.118964
threshold=0.30112000000000005 -0.043384999999999993 0.095410000000000009 0.075120000000000006 -0.10519499999999998 -1.0000000180025095e-35 0.079055000000000014 1.0000000180025095e-35 -0.13027499999999997 -0.073394999999999974 -0.094514999999999988 0.16946000000000003 0.12649500000000002 0.093575000000000019 0.086850000000000024 0.078475000000000017 -0.49013999999999996 -0.45785999999999999 0.086870000000000017 0.098515000000000005 0.092355000000000007 0.088200000000000014 -1.0000000180025095e-35 -0.074359999999999996 -0.056919999999999991 0.091600000000000015 -0.098834999999999992 0.098700000000000024 0.22339500000000004 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 27 4 6 -6 15 8 12 -10 14 19 13 18 -11 16 17 -3 -7 20 21 24 -23 -21 25 -12 -26 -1 -16 -8
right_child=-2 3 -4 -5 5 7 29 -9 9 10 11 -13 -14 -15 28 -17 -18 -19 -20 23 -22 22 -24 -25 26 -27 -28 -29 -30 -31
leaf_value=0.00018059168068606111 0.00076853414484272763 0.0010703258941516917 -0.0011857066842063777 -0.0011795498233214546 -0.0011776075111183753 0.00023940938460865357 0.00024845566802289781 -0.0011923509173154317 0.00095570886523645756 -0.00072096750015197115 -0.00051857021967546563 0.0011963486029578699 -0.00068038197375378873 0.00063903233112244998 0.00072942168226150549 -0.00028328114250772098 0.00070852805942615425 -0.0012017473143317607 -0.00071624109714783606 0.00072137737980949932 -0.0011869902707805473 -0.0011373986130141459 0.0004511768357814322 -0.0011609762123658317 0.00096552426173502194 0.001296888281700246 -0.0010778404024179801 0.0011146006633497071 -0.00025220484123980418 -0.0010667780005975745
leaf_weight=0.38656857883324569 0.48669544735457826 0.12247305363416672 0.09110623957531061 0.26277190477412737 0.3851197265903411 0.70435034789261075 0.15651972056366503 0.21612270083278406 0.17368940968298741 0.2490254511649227 0.74395009961153613 0.095489006489515194 0.28313963150139887 0.84885024104733009 0.4633135799667798 0.43487519040354516 1.124177470861466 0.17156576755223785 0.30949134248658083 0.22365707046992611 0.6083464258481398 0.097673215554095805 0.52104689877887711 0.077460455257096217 0.055176240188300474 0.087196744978427887 0.89598203133211973 0.41317224694648758 0.28530893119750544 0.23797882666985959
leaf_count=54 132 4 24 237 435 58 6 46 26 32 276 19 14 90 44 57 142 66 26 67 420 75 129 62 11 1 298 160 12 98
internal_value=0 -0.000117851 0.000474052 -0.000171467 -0.000143792 -0.000240242 0.000170513 -0.000188219 -0.00015594 -0.000293877 -0.000343163 -0.000469063 0.000138295 0.000262738 8.66592e-05 0.000322826 0.00050868 -0.000255383 -5.23182e-05 -0.000517101 -0.000592572 -0.000441964 0.000200399 0.000237155 -0.000664958 -0.000328108 -0.000959306 0.000663131 0.000355312 -0.000544951
internal_weight=0 10.7256 0.890847 9.83475 9.57198 7.32439 2.24759 6.93927 6.72315 4.57732 4.40363 3.40598 2.14583 1.86269 0.997648 1.85309 1.41822 0.294039 1.01384 3.31049 3.00937 2.40103 0.61872 0.301118 1.78231 0.831147 0.951158 0.799741 0.748623 0.394499
internal_count=3121 2989 238 2751 2514 2141 373 1706 1660 1472 1446 1358 188 174 88 269 212 70 84 1339 1210 790 204 129 586 277 309 214 56 104
is_linear=0
shrinkage=0.00117172


Tree=499
num_leaves=31
num_cat=0
split_feature=1 128 0 13 50 454 4 41 52 403 52 1213 475 48 124 1186 43 131 1 52 4 133 49 3 12 52 1 3 52 16
split_gain=0.259206 0.169507 0.162721 0.17806 0.159774 0.141098 0.159462 0.147291 0.143186 0.161804 0.151055 0.142973 0.142217 0.117097 0.115797 0.114535 0.132423 0.138682 0.147876 0.159916 0.124581 0.143106 0.133437 0.161111 0.164448 0.127665 0.109131 0.100883 0.100606 0.16431
threshold=0.10752500000000002 0.086435000000000012 -0.019414999999999998 -0.085744999999999988 0.10647500000000001 -1.0000000180025095e-35 0.40473500000000007 0.078475000000000017 -0.11592499999999999 -0.092474999999999988 -0.080979999999999983 -1.0000000180025095e-35 -0.084049999999999986 0.091545000000000015 -0.043384999999999993 0.091245000000000007 -0.14792499999999997 0.08956500000000002 0.10060500000000001 0.19022000000000003 -0.51843499999999987 0.097125000000000003 -0.069799999999999987 0.092670000000000016 0.090020000000000017 -0.0027449999999999996 0.092695000000000013 0.11924500000000002 -0.085984999999999992 0.013515000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 -2 5 -1 7 8 13 -10 28 -12 -13 27 -5 16 -14 18 19 20 -18 22 -22 24 25 -24 -27 -7 29 -11
right_child=2 -3 -4 14 -6 6 -8 -9 9 10 11 12 15 -15 -16 -17 17 -19 -20 -21 21 -23 23 -25 -26 26 -28 -29 -30 -31
leaf_value=-0.0011892943304933788 0.00063596402309568307 -0.0012920761953221895 0.0010714170680902679 0.00093338128687992048 -0.0012827623666827677 -0.0012005574069691486 0.0009988189700238135 -0.0010124377141981456 -0.00127912633507812 -0.00045989828971602285 -0.001278912762582247 -0.001289185282831483 0.00079894173428566142 0.00020443663378031524 -0.00016728663744028133 -0.0012913808572816625 -0.0012589328976003638 -0.0012513757846583705 0.00095959759160779885 -0.0012873658035817304 -0.00064624698259851108 0.00097875240444966001 -0.00061403733852611394 0.00098878538991989959 -0.0009281235327568343 0.00045752088590058417 -0.00069193955367143523 0.00025650879990349985 0.0010396089382408266 0.00092977562255642003
leaf_weight=0.20536496421846084 0.7935269996669384 0.23127886106522044 0.32848216661659524 0.16978332259168505 0.2081784552647149 0.44175675720907737 0.20297420944552858 0.3073291826294734 0.16468875902501157 0.31389802412013523 0.15970095070952073 0.14505262183229195 0.33664250955917019 0.19757892463530879 1.8802339018438932 0.10919681888481125 0.12151269044261503 0.14729037137294643 0.24943262117449183 0.16429795361182176 0.46695274785452401 0.25208510585798638 0.30064897018019388 0.29146450152620662 0.28263887338107441 1.0762334961473197 0.15379160223528754 0.093863626359961927 0.33236166120332189 0.24822514601692092
leaf_count=56 181 178 122 55 244 288 33 95 285 73 308 76 35 44 232 19 7 72 24 103 49 48 79 18 115 170 10 12 54 36
internal_value=0 -0.00021704 0.000220846 0.00012259 -0.000181385 -0.000147492 -0.000114876 -0.000150437 -0.000106644 -3.37161e-05 6.09912e-06 -9.40909e-05 -4.79093e-05 -0.000635414 -7.61288e-05 -2.35217e-06 3.4275e-05 -3.91402e-05 1.40147e-05 -6.18334e-05 6.52998e-06 6.09846e-05 -2.89765e-05 0.000107967 -3.36118e-05 0.00013156 0.000313802 -0.000945217 0.000482913 0.000153761
internal_weight=0 7.20444 3.17203 2.84354 6.97316 6.76498 6.55962 6.35664 6.04931 5.31612 5.15143 4.25694 4.09724 0.733199 2.05002 3.95219 3.84299 3.50635 3.35906 3.10963 2.94533 2.82382 2.57173 2.10478 1.81331 1.53067 1.23003 0.53562 0.894485 0.562123
internal_count=3121 2531 590 468 2353 2109 2053 2020 1925 1581 1296 1133 825 344 287 749 730 695 623 599 496 489 441 392 374 259 180 300 163 109
is_linear=0
shrinkage=0.00127639


Tree=500
num_leaves=31
num_cat=0
split_feature=124 38 3 1365 1456 39 42 3 1213 132 13 43 132 4 150 16 48 3 15 151 133 4 133 48 3 15 160 4 2 1
split_gain=0.0470529 0.100848 0.0763502 0.0649295 0.0584218 0.0477511 0.0796306 0.0584671 0.0751762 0.0536013 0.0532415 0.0493417 0.0527744 0.0477554 0.0692054 0.0843057 0.0904822 0.0641982 0.0790032 0.0772137 0.0559405 0.0936849 0.0543433 0.0630908 0.0578292 0.085653 0.0579146 0.0579176 0.0645482 0.0763929
threshold=-0.043384999999999993 0.095410000000000009 0.31299000000000005 1.0000000180025095e-35 0.075120000000000006 0.15619500000000003 -0.11051499999999999 -0.10519499999999998 -1.0000000180025095e-35 0.081465000000000024 0.18141000000000002 -0.17390999999999998 0.097095000000000015 0.0052350000000000009 0.087380000000000013 -0.083134999999999987 0.085845000000000019 -0.034684999999999994 0.040760000000000005 0.15288500000000002 -1.0000000180025095e-35 -0.077834999999999988 -0.088234999999999994 0.12649500000000002 -0.076669999999999988 0.19724500000000003 0.088755000000000014 0.076415000000000025 0.11093500000000002 0.111945
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 6 9 -8 -9 -2 11 -10 13 14 15 16 20 19 -19 -17 21 -13 -15 24 25 -24 27 -26 -29 -30
right_child=2 -3 -4 -5 -6 -7 7 8 10 -11 -12 12 -14 22 -16 17 -18 18 -20 -21 -22 -23 23 -25 26 -27 -28 28 29 -31
leaf_value=0.0020497548993797803 -0.0036735940636205603 -0.0036227876762359827 0.0036491474377027522 -0.0036627256934499805 -0.0036505736797026391 0.0036750740108501974 0.00079759737870494494 -0.0036480770363820814 0.0027185391751609355 0.0025584434684810483 -0.003609736132244619 -0.0036570851527567383 -0.0036139677699605888 -0.0022415197542718221 -0.002867971195518737 -0.0036021452337511111 -0.0036712856953830457 0.00027648676287409332 -0.0036724808128973689 0.0036836611158028018 0.0027984903413732758 0.0023168283294639231 -0.0031909134898926417 -0.0016552065730860151 -0.0004959412731372052 0.0033159777763062783 0.0034198136107381678 0.0031622088231788516 -0.0021638879590838577 0.0029551918371761143
leaf_weight=0.2844734227110165 0.12870220189506865 0.048654042730049696 0.066936963501575408 0.073486137422150821 0.064154925647926464 0.042855085954215499 0.78142944817955351 0.08781515666942441 0.077521858765980389 0.021327701848349534 0.060065010991820489 0.058935599401593208 0.059673057401596341 0.094235978565848089 0.16021221551272891 0.17903066296821946 0.048403385313577019 0.40905713531172805 0.080353310127975419 0.021610713563859463 0.21680254072635163 0.08498114688154601 0.090068795007027691 0.13640361366560683 0.2406129377795877 0.038189426093595102 0.14952724493923597 0.20383326521186973 0.089044381642452208 0.068280595893156715
leaf_count=233 141 26 99 56 228 25 320 410 18 16 15 99 79 69 120 586 31 113 26 2 86 22 101 16 50 4 22 48 21 39
internal_value=0 0.00122127 -0.000205329 -0.000273828 -0.000206395 -0.000145507 -0.000191164 -7.77927e-05 -0.000335474 -0.00278767 -0.000222145 -0.000140975 -0.000232227 -0.000147065 -0.000632369 -0.000306515 0.00100305 -0.00108294 -0.00037187 -0.0028174 0.00163028 -0.000129559 0.000403455 0.000648791 0.0010061 -0.00125346 0.00139184 0.000887935 0.00180991 5.78433e-05
internal_weight=0 0.333127 3.83355 3.76661 3.69313 3.62897 3.58612 3.43609 2.65466 0.15003 2.56684 2.50678 2.42926 2.36958 1.25939 1.09917 0.409123 0.690052 0.48941 0.200641 0.360719 0.143917 1.1102 1.01596 0.879557 0.128258 0.751298 0.601771 0.361158 0.157325
internal_count=3121 259 2862 2763 2707 2479 2454 2297 1977 157 1567 1552 1534 1455 1085 965 238 727 139 588 207 121 370 301 285 105 180 158 108 60
is_linear=0
shrinkage=0.00364098


Tree=501
num_leaves=31
num_cat=0
split_feature=3 124 457 484 3 39 15 38 1213 4 43 41 52 12 11 454 403 52 52 133 150 0 0 0 133 1 4 1373 15 3
split_gain=0.318847 0.230606 0.206511 0.24592 0.227519 0.209667 0.206092 0.184684 0.166585 0.165947 0.208431 0.187232 0.143785 0.20013 0.142339 0.135029 0.135401 0.134555 0.210286 0.158841 0.13448 0.14251 0.262813 0.206793 0.127518 0.127213 0.1262 0.121236 0.120959 0.111862
threshold=0.30112000000000005 -0.043384999999999993 0.080930000000000016 -1.0000000180025095e-35 -0.10519499999999998 0.16946000000000003 0.079055000000000014 0.095410000000000009 -1.0000000180025095e-35 -0.49013999999999996 -0.45785999999999999 0.079885000000000025 -0.10925999999999998 0.10345000000000001 0.08776500000000001 -1.0000000180025095e-35 -0.080719999999999986 0.19022000000000003 0.13389000000000004 -0.25159999999999993 0.087380000000000013 -0.10011499999999998 -0.084269999999999984 -0.083914999999999976 0.11101000000000001 0.098700000000000024 -0.076779999999999987 -1.0000000180025095e-35 -0.097454999999999986 0.090900000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 7 3 -3 6 8 9 25 -6 10 -5 -11 13 -10 -13 -14 -17 18 19 -18 21 28 -23 -24 26 -1 -25 -4 -21 -29
right_child=-2 2 27 4 5 -7 -8 -9 12 11 -12 14 15 -15 -16 16 17 -19 -20 20 -22 22 23 24 -26 -27 -28 29 -30 -31
leaf_value=0.00020226139729433463 0.0010396243355338685 -0.001184122942208019 -0.00075867029128710351 0.00085603834105021904 -0.0014330474500908014 0.0014583937279000437 -0.00075395853408259856 -0.0014420251203799465 -0.0013296981391028595 0.0010045325080240205 -0.0014689524231013883 0.00071031275147113862 -0.0014489076930928795 0.00062872372854411336 -0.00098447632936479366 -0.0013693276869806449 -0.0013089589295025553 -0.00089226961884326255 0.0011859978897235627 -4.1793809268962753e-05 -0.00088978343296920671 -0.0014303204116665399 0.001462024326407483 -0.00073559284475295972 0.00084457521725882299 0.0013403105024019355 0.00038925733870245996 5.8831835252127587e-05 0.00079699244451601542 0.00090189583098832795
leaf_weight=0.39839407533872595 0.49238143615366503 0.5766325992153688 0.19405039894627396 0.13496052287518978 0.30142159841488592 0.12666530063142989 0.37762487302825309 0.084788468404440209 0.55451887594244631 0.9045977839850794 0.18858041294151928 0.19593698816606775 0.18563582136993684 0.13174325897125527 0.20887332130223513 0.19555822848633031 0.22892341611441036 0.45271097907971114 0.25437013391638164 0.74584618350490928 0.37373623816529278 0.31899249136040175 0.17445059982128142 0.70682345834211135 0.19763829385919962 0.40316921542398632 0.28574023155673656 0.68806240777485139 0.66210924088954637 0.60200206813169643
leaf_count=54 132 464 18 6 426 22 89 24 226 110 62 25 31 32 18 289 97 211 12 43 95 94 4 83 20 160 66 124 35 49
internal_value=0 -0.000135545 -0.000197625 -0.00028361 -0.000217942 -0.000359413 0.000196981 0.000562626 -0.000399316 0.00041689 -0.000499115 0.000643225 -0.000342341 -0.000953736 -0.000164162 -0.00025461 -0.00020638 -0.000154709 -7.01476e-05 -0.00015664 -8.05168e-05 1.73135e-05 -0.000263118 9.71942e-06 -0.000203148 0.000774676 -0.00041177 0.000293914 0.000352656 0.000452243
internal_weight=0 10.8546 9.96821 8.48409 7.90746 5.89688 2.01057 0.886352 5.77022 1.63295 0.323541 1.30941 5.4688 0.686262 0.40481 4.78254 4.5969 4.40134 3.94863 3.69426 3.46534 3.0916 1.68365 1.36465 1.1902 0.801563 0.992564 1.48411 1.40796 1.29006
internal_count=3121 2989 2751 2560 2096 1786 310 238 1764 221 68 153 1338 258 43 1080 1049 760 549 537 440 345 267 173 169 214 149 191 78 173
is_linear=0
shrinkage=0.00142833


Tree=502
num_leaves=31
num_cat=0
split_feature=31 3 401 124 472 453 4 150 158 483 156 41 9 160 16 375 1373 456 48 133 52 3 43 133 43 130 42 16 0 15
split_gain=0.0453767 0.0461333 0.0458076 0.0453679 0.0430672 0.0430125 0.0515257 0.0556352 0.0666202 0.0575036 0.0552134 0.0517482 0.0452585 0.0474762 0.0738078 0.0486378 0.0503304 0.0438762 0.0486912 0.063129 0.0514188 0.0729073 0.0474254 0.0548546 0.0683448 0.0808191 0.0727529 0.0663254 0.0749305 0.0653284
threshold=-1.0000000180025095e-35 0.30112000000000005 0.10076500000000001 -0.083289999999999989 -1.0000000180025095e-35 0.091330000000000008 0.27287000000000006 -0.099594999999999975 0.084765000000000021 0.086230000000000015 0.10499000000000001 0.078475000000000017 -0.013509999999999999 -0.098904999999999979 0.19444000000000003 0.087420000000000012 0.099250000000000019 0.090775000000000008 0.095425000000000024 -0.25159999999999993 -0.080114999999999978 0.10299500000000002 0.13895500000000002 0.090665000000000009 -0.074359999999999996 -0.23647499999999996 0.088200000000000014 0.15891500000000003 -0.077809999999999976 0.084050000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 -3 -2 6 7 -6 9 10 11 12 -9 14 -14 16 17 18 19 -15 21 -20 23 24 25 -21 29 28 -25 -27
right_child=1 3 -4 -5 5 -7 -8 8 -10 -11 -12 -13 13 15 -16 -17 -18 -19 20 22 -22 -23 -24 27 -26 26 -28 -29 -30 -31
leaf_value=0.003508055457472964 -0.0034946668477446323 -0.0027686926657622402 -0.003494373380191203 0.0026502565947742513 0.0023372080633163477 -0.0027821985206249651 0.0010498376542910643 -0.0035723386689035458 -0.0027566082443804202 -0.0034989227639382258 -0.0035114056825529109 -0.0027008388907918471 -0.0030769372136030559 -0.0035068446475686557 0.0021145905368375835 -0.0032192266223756284 -0.0032492938330326172 -0.0033466606897366064 0.0026591333130878926 -0.0035402759917021525 0.0026382285161774717 -0.0027710637129914305 0.0021127940275305138 -0.0020894953851798917 -0.00019715981819318717 0.0011463451228594863 0.0031362924494685615 -0.0035432136083220719 0.002182412651857707 -0.0035176286173008017
leaf_weight=0.042320249758631578 0.046326289571880674 0.022228771325899288 0.050547133067993744 0.12191994223030622 0.1009969777223908 0.071938595625397173 0.44845555191568554 0.041817664168779412 0.12815077609138814 0.0625422780849475 0.057250721505624713 0.087065838426496955 0.12543396598812728 0.054535596505964068 0.045382282209175173 0.049641268662526161 0.048591350248898268 0.038777677673351607 0.057108989465632476 0.040027384049608372 0.21712433032007528 0.06359328277176246 0.16116403669730051 0.10555203608237207 0.95834169029601968 0.34788993971779447 0.22862764783349121 0.10019804498551821 0.09488043503188226 0.040836919075445621
leaf_count=86 159 3 156 121 28 30 236 2 250 190 95 65 209 110 9 14 16 36 34 4 53 8 22 159 547 227 42 34 132 44
internal_value=0 -0.000123129 -0.000195253 0.00181462 -0.000151624 -0.000110609 -5.87214e-05 -0.000211428 -0.000293026 -0.000188707 -0.000118855 -5.20325e-05 2.97616e-05 8.39903e-05 -0.00169766 0.000200733 0.000267121 0.000335232 0.000393038 0.000198069 0.0016235 -0.000201824 0.000295325 0.000142477 0.000397061 0.00126333 0.00157478 -0.00122577 -6.72657e-05 0.000656381
internal_weight=0 4.01695 3.8728 0.144149 3.82225 3.77593 3.70399 3.25553 3.15453 3.02638 2.96384 2.90659 2.81952 2.77771 0.170816 2.60689 2.55725 2.50866 2.46988 2.13205 0.337827 0.120702 2.07752 1.91635 1.61572 0.657382 0.617355 0.300631 0.200432 0.388727
internal_count=3121 3035 2911 124 2755 2596 2566 2330 2302 2052 1862 1767 1702 1700 218 1482 1468 1452 1416 1321 95 42 1211 1189 864 317 313 325 291 271
is_linear=0
shrinkage=0.00348843


Tree=503
num_leaves=31
num_cat=0
split_feature=1 52 0 51 0 1 4 52 52 3 15 43 15 151 2 15 48 51 50 47 148 1 1186 3 151 1 16 394 47 4
split_gain=0.294189 0.201128 0.198832 0.184837 0.197385 0.285532 0.18804 0.199905 0.184301 0.179996 0.221116 0.226615 0.17548 0.169892 0.194376 0.160569 0.170692 0.160657 0.160082 0.159643 0.153981 0.152699 0.14993 0.143462 0.14229 0.13957 0.130983 0.115701 0.112793 0.163987
threshold=0.104035 -0.43320999999999993 -1.0000000180025095e-35 -0.10748999999999999 -0.060129999999999996 1.0000000180025095e-35 -0.49405499999999997 0.11434500000000002 0.10347000000000002 -0.084074999999999997 0.083935000000000023 -0.082389999999999977 0.090615000000000015 -0.40381499999999992 1.0000000180025095e-35 0.14654000000000003 0.12879500000000002 0.12808000000000003 0.11875500000000001 0.09585500000000001 -0.079184999999999992 0.096860000000000016 0.088465000000000016 0.11296500000000002 -0.50641499999999995 0.10752500000000002 -0.51370499999999997 -0.43358499999999994 0.13148500000000005 0.09173000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 13 -1 5 9 8 -8 -6 27 23 -12 19 -3 25 16 18 -18 20 21 -16 -7 26 24 -11 -15 -13 -5 29 -27
right_child=1 2 -4 4 6 12 7 -9 -10 10 11 22 -14 14 15 -17 17 -19 -20 -21 -22 -23 -24 -25 -26 28 -28 -29 -30 -31
leaf_value=-0.0012232568913793165 -0.0012263989981927521 -0.0010336185081818569 0.0012282050056167779 0.000645418811279634 -0.0010194242487157805 2.6686217724909785e-05 0.00065806345175225124 -0.00064123521726987081 0.00043915033758847976 0.00090879324260831329 0.0011362240092108182 0.0003469987024233428 -0.0012208313189514301 -0.0011502574207184649 -0.00054590870040984417 -0.00063466583192881227 -0.00094372411048450041 0.00053200981608401846 -0.00050188632952369544 -0.00086668240397530928 0.0010028784919039547 0.0010099204011415216 0.00095716464206631509 0.00061690827593879156 -0.0012274498705325332 -0.00059910779864780781 -0.0012259358767382255 -0.001225908376946824 -0.00067903121268501085 0.00065692691843789145
leaf_weight=0.26625873089506047 0.14250452452688511 0.16638691863045219 0.28187177907966487 0.052333655941765755 0.32179205720603921 1.9075430408411205 0.99113359628245212 0.21283890334598254 0.21305030910298228 0.050171874463558308 0.21931360755115747 0.11455095908604562 0.17510580607631698 0.18255341227632038 0.10298542352393436 0.18486908316845063 0.19259751774370659 0.25194685917813331 0.13629564875736822 0.25697986691375252 1.2223430459416689 0.26634660232230079 0.099497960327425972 0.086401803302578628 0.57343710582063079 0.22503420841530897 0.24777081184583949 0.74246811482589681 0.25842673436272889 0.48590502046863548
leaf_count=216 68 18 100 4 63 339 118 33 16 2 20 7 183 22 11 16 20 25 13 78 260 51 8 6 397 58 289 600 20 60
internal_value=0 0.000191604 0.000246348 -0.000229808 -0.000189305 -0.000316693 0.000161758 0.000428373 -0.000438412 -0.000640896 -0.00037706 0.000118073 -4.47436e-05 0.000165171 0.000226678 0.000447713 0.000552687 -0.000107347 0.000753433 3.9975e-05 0.000882529 0.000147153 -0.000365437 -0.000852054 -0.00105558 -0.00017456 -0.00072864 -0.00110269 9.18592e-06 0.000259353
internal_weight=0 3.83372 3.69122 6.79699 6.53074 4.79192 1.73881 1.20397 0.534842 2.18595 1.39114 0.681133 2.60598 3.40934 3.24296 2.09104 1.90617 0.444544 1.46162 2.43087 1.32533 2.17389 0.46182 0.710011 0.623609 1.15192 0.362322 0.794802 0.969366 0.710939
internal_count=3121 691 623 2430 2214 1984 230 151 79 1333 729 324 651 523 505 345 329 45 284 468 271 390 304 405 399 160 296 604 138 118
is_linear=0
shrinkage=0.00121641


Tree=504
num_leaves=31
num_cat=0
split_feature=1 484 3 11 0 160 4 39 12 40 151 49 0 49 2 13 159 147 52 49 47 51 42 13 2 0 0 2 43 48
split_gain=0.236521 0.142643 0.140616 0.160497 0.147284 0.150305 0.138745 0.152123 0.132199 0.130112 0.123038 0.122197 0.117266 0.115584 0.11017 0.166424 0.109285 0.104425 0.1067 0.128075 0.130008 0.144706 0.102911 0.0992029 0.121886 0.132581 0.113862 0.159343 0.179773 0.0924887
threshold=0.104035 -0.0068949999999999992 -0.11255999999999998 0.081790000000000015 -0.10011499999999998 0.085130000000000011 -0.025314999999999994 0.08456000000000001 -0.054684999999999991 0.62200000000000011 -0.40381499999999992 -0.088694999999999982 -0.087634999999999977 0.005085000000000001 0.10803500000000001 0.14871000000000004 -0.50206999999999991 0.088520000000000015 0.19022000000000003 0.006170000000000001 0.13206500000000002 0.123935 -0.11051499999999999 -0.42195999999999995 0.088555000000000009 -0.084269999999999984 -0.083914999999999976 0.088225000000000012 -0.17390999999999998 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 14 11 6 7 23 9 -2 -10 -4 -7 -13 15 -3 -8 18 19 20 21 22 -12 -6 25 -25 -27 28 -28 -24
right_child=8 2 4 -5 5 12 16 -9 10 -11 17 13 -14 -15 -16 -17 -18 -19 -20 -21 -22 -23 29 24 -26 26 27 -29 -30 -31
leaf_value=-0.0013439523943482984 0.0012305777790681794 0.00070356338136910105 -0.0011193055677690608 -0.0011961962437719621 0.0002713796653708001 -0.00080979260522560915 0.0011092841573496404 0.0012673349137778129 -0.0014601047327615305 -0.0016069052371862728 -0.00088466456287294537 0.00031142853348046812 0.0010096642043659625 -0.00099882411379169389 0.0013542879754587518 -0.00084938648437131285 -0.0014892357788363745 0.0010918593303444019 -0.00090800632723899756 0.0010158503124160173 -0.0011086114415226969 -0.0010197317261213569 -0.00091131516195350616 -0.0015664617624396445 -0.0013625908683723544 0.0013338165238474533 0.00090257144821656284 0.0013806892080478193 -0.0015647105103676346 0.00062674520708295555
leaf_weight=0.29051029640686454 0.45345798252674319 0.49980274570407324 0.20841548778116692 0.15985705814091478 0.25752491899766017 0.13614762996439822 0.042031252829474397 0.11251236268435594 0.11622152198106128 0.043066652491688728 0.14632567507215011 1.3579061365744558 0.23506449683918607 0.18634753502556112 0.26320101780584082 0.25295731594087556 0.62711199535988393 0.27422703898628231 0.24141807656269509 0.37434894737089042 0.22066659666597832 0.21594236016971979 0.10381521191448162 0.17651587878208341 0.52971678500762209 0.11961593812156901 0.10029319596651454 0.098178040963830426 0.25365364168828886 1.1406370071636016
leaf_count=427 232 75 33 69 12 33 25 17 16 2 9 126 72 89 16 36 422 57 48 44 19 24 10 242 338 16 14 21 347 230
internal_value=0 -0.000277998 -0.000222865 0.000256854 -0.000349877 -0.000579273 -0.000726918 -0.000483667 0.000241913 0.000984465 0.000111797 1.98651e-06 0.000342351 0.000153318 0.000485485 0.00018171 -0.00132601 0.000179027 7.65682e-05 0.000184526 1.42249e-05 0.000168435 0.000352919 -0.00061197 -0.000789974 -0.000384599 -1.97181e-05 -0.000377815 -0.00086559 0.000498436
internal_weight=0 5.90736 5.61685 1.17582 4.44104 2.68837 2.31715 1.64801 3.33013 0.496525 2.8336 1.75267 0.371212 1.54425 1.01596 0.75276 0.669143 2.71738 2.44315 2.20174 1.82739 1.60672 1.39078 1.5355 1.27797 0.748257 0.571741 0.452125 0.353947 1.24445
internal_count=3121 2430 2003 196 1807 1559 1454 1007 691 234 457 248 105 215 127 111 447 441 384 336 292 273 249 990 978 640 398 382 361 240
is_linear=0
shrinkage=0.00156007


Tree=505
num_leaves=31
num_cat=0
split_feature=1 128 50 0 454 51 14 1186 1186 42 3 47 48 1374 1 0 133 15 0 133 50 47 1 2 48 43 16 12 124 48
split_gain=0.045093 0.0668093 0.0598716 0.0590094 0.0475607 0.0479647 0.0622412 0.0504392 0.0516574 0.0708039 0.0649059 0.0710576 0.0788374 0.0785473 0.0593086 0.0782409 0.0862356 0.0911601 0.0740511 0.0626029 0.0743933 0.0741671 0.0710412 0.0565683 0.0491926 0.0482046 0.04777 0.0436289 0.0530665 0.040086
threshold=0.10752500000000002 0.086435000000000012 0.10647500000000001 -0.014954999999999998 -1.0000000180025095e-35 -0.10748999999999999 0.076175000000000007 0.091245000000000007 0.085175000000000015 0.11159000000000001 -0.15327499999999997 0.10699500000000002 0.094680000000000014 -0.094929999999999987 1.0000000180025095e-35 -0.059114999999999994 0.083950000000000011 0.083935000000000023 -0.10607499999999999 0.061605000000000007 0.10030500000000002 0.09550500000000002 0.10508500000000001 1.0000000180025095e-35 0.08975000000000001 -0.091274999999999981 0.058835000000000005 -0.054684999999999991 -0.51664499999999991 0.12737000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 27 -1 -6 7 8 9 10 26 12 13 -12 15 16 23 24 -16 20 21 22 -20 -15 -18 -19 -7 28 -2 -29
right_child=3 -3 -4 -5 5 6 -8 -9 -10 -11 11 -13 -14 14 18 -17 17 25 19 -21 -22 -23 -24 -25 -26 -27 -28 29 -30 -31
leaf_value=-0.0024038485950120671 -0.0028221953013335683 -0.00278675538028904 -0.0027754270424427299 0.0025760472019747318 -0.0018673699069074146 0.0027882819933977448 -0.0027315970517166619 -0.0027840512301516044 0.0023218846817680732 -0.0027798349363898061 -0.0027437854965365977 -0.0027918821203649011 0.0020287240968446148 0.0028134658141684807 0.0015257808223428134 0.00055663920087551028 -0.0027815538462599996 -0.0027761273475917637 -0.0022458814743430604 0.0024511140897831296 0.002476546435990652 0.0017626405584571017 0.0021192383463594787 -0.0026098119306259587 0.0010271479021011572 0.0018546376365971831 0.00024680423885471855 0.00031151943307027681 0.0021518144172677127 -0.00098450279577538065
leaf_weight=0.068320534051964699 0.018652096390724182 0.078003132372941653 0.066891425464746024 0.086793944481541874 0.10832442077935533 0.1163410080116617 0.061703115694399346 0.046110072500596178 0.080325604802055639 0.065235168322942516 0.080697504552522115 0.06809256049018575 0.14784897245226591 0.015714909881356043 0.36345774150686339 0.37069293630337685 0.098383287273463793 0.019558063451768248 0.23163631247552985 0.060241495040827431 0.052173948464769637 0.057482900265313219 0.032598810343188234 0.23805901669038576 0.035325111981364898 0.14474169830100436 0.11055407205276424 0.74107724894565752 0.13863337529255648 0.24287157290382311
leaf_count=56 1 178 244 117 201 31 70 30 17 134 40 45 78 1 104 73 181 51 197 39 16 12 8 566 10 104 45 260 158 54
internal_value=0 -0.000260263 -0.000188352 0.000375407 -0.000123625 -6.38296e-05 1.44121e-05 8.39885e-05 0.000139341 6.34089e-05 0.000146079 -1.18674e-05 8.52778e-05 -7.42859e-05 5.09546e-05 -0.000427069 -0.00108793 -7.79394e-05 0.000603825 -0.000168039 -0.000590037 -0.00108735 -0.00170735 -0.00227398 -0.00177531 0.0013034 0.00154995 0.000208043 0.00156196 -8.38232e-06
internal_weight=0 2.81851 2.74051 1.22803 2.67362 2.6053 2.49697 2.43527 2.38916 2.30884 2.2436 2.01671 1.94861 1.80076 1.72007 0.922475 0.551782 0.298008 0.797591 0.434133 0.373892 0.321718 0.264235 0.253774 0.133708 0.1643 0.226895 1.14123 0.157285 0.983949
internal_count=3121 2531 2353 590 2109 2053 1852 1782 1752 1735 1601 1525 1480 1402 1362 986 913 346 376 272 233 217 205 567 191 155 76 473 159 314
is_linear=0
shrinkage=0.00276853


Tree=506
num_leaves=31
num_cat=0
split_feature=9 2 41 2 484 123 13 13 453 15 4 0 484 4 448 15 15 128 457 160 133 4 12 133 33 1374 51 0 9 1429
split_gain=0.0431555 0.0425397 0.0674264 0.057034 0.0670794 0.0536391 0.0587313 0.084017 0.0511158 0.0593266 0.0531682 0.0578568 0.0867122 0.0673395 0.0515415 0.0507073 0.0894469 0.0666129 0.0644221 0.0580578 0.0502835 0.0495313 0.0599559 0.047829 0.0499003 0.0536768 0.0659364 0.0671963 0.076953 0.0661062
threshold=-0.036024999999999995 0.099185000000000009 0.079885000000000025 -0.13033999999999998 -0.0068949999999999992 0.08592000000000001 -0.53104499999999988 -0.39067499999999994 1.0000000180025095e-35 -0.074054999999999996 0.27834500000000006 0.056435000000000006 -0.09490999999999998 -0.49013999999999996 -0.013069999999999998 -0.11713499999999999 -0.10653 0.086435000000000012 -0.0029299999999999994 -0.090969999999999981 -0.030254999999999994 0.23246000000000003 0.10388500000000002 -0.17773999999999998 -0.0066799999999999993 -0.094929999999999987 0.067785000000000012 -0.084269999999999984 0.091600000000000015 0.084545000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 -5 6 -3 -8 9 -9 11 12 -11 -13 -14 -6 -17 18 -18 20 -20 22 23 -21 -25 -26 27 28 29 -27
right_child=1 5 -4 4 15 -7 7 8 -10 10 -12 13 14 -15 -16 16 17 -19 19 21 -22 -23 -24 24 25 26 -28 -29 -30 -31
leaf_value=0.0039741324859788691 0.0026382071269264351 -0.003485298589299603 -0.0035698730257715879 -0.0036020206664488931 -0.0026224881384773746 0.0030336201654467911 0.0031163511983351481 0.0013357377917452191 -0.0032652044009626345 0.0038409677388897777 0.0039590612260577886 -0.0018578844576401863 0.002380973702393071 0.0026698676764584507 -0.0026091588750058159 0.0034416249908319398 -0.0032840150465449323 -0.0039714547688295809 0.0018780131295620852 -0.0039720952011748963 -0.0039688830303357958 0.0039352930604186339 -0.0038392305282480502 -0.003978182371831813 -0.0025239309860983022 -0.0020920008933545727 0.0029528128333545997 0.0012229714062308062 0.0041384261446214821 0.0026252745943585926
leaf_weight=0.040303941623278994 0.096768851693924574 0.065472631802549475 0.10485042438813241 0.10117758550586753 0.13721667242134694 0.10991420442587685 0.15170234006109229 0.43959621759677203 0.070579919323790707 0.041372053116901508 0.039066875309799798 0.084312802751810523 0.035444760491372795 0.13078855506319087 0.36448582806951979 0.10313756619507453 0.098301036457998481 0.075600881316859048 0.030217432031349745 0.040417767952022454 0.095522798302228096 0.054324857483152189 0.058078171003216883 0.03955153538845646 0.083972023832758702 0.32486264142244192 0.17909813329606561 0.58025605818328307 0.043336756527423859 0.054081708862213418
leaf_count=89 77 10 75 378 106 116 69 278 20 20 34 62 14 41 248 17 90 142 16 52 200 8 55 10 37 279 90 466 1 21
internal_value=0 -0.000135217 -0.000474884 -0.000327106 -0.000463803 0.000374653 0.000169246 0.000345525 -3.11817e-06 0.000199723 -0.000518335 -0.000784814 -0.00160366 0.000895135 -0.0021669 -0.000304884 -0.000133979 -0.000343796 -0.000180745 1.18738e-05 -0.00256378 0.000234005 9.07564e-05 0.000260384 0.000391454 0.000528009 0.000744893 0.00035046 -0.000848458 -0.00141877
internal_weight=0 3.83351 2.30077 2.19592 2.09915 1.53274 1.42282 1.35735 1.20565 1.13507 0.695471 0.656404 0.441303 0.215101 0.399931 1.99798 1.86076 1.75762 1.68202 1.58372 0.12574 1.45798 1.40365 1.34558 1.30516 1.26561 1.18164 1.00254 0.422281 0.378944
internal_count=3121 3032 2120 2045 1968 912 796 786 717 697 419 385 282 103 262 1590 1484 1467 1325 1235 216 1019 1011 956 904 894 857 767 301 300
is_linear=0
shrinkage=0.00395055


Tree=507
num_leaves=31
num_cat=0
split_feature=1425 4 457 1456 11 124 38 3 15 3 1213 39 13 454 16 12 1 39 4 403 49 1447 33 48 3 12 1 402 15 9
split_gain=0.0435973 0.0540665 0.043869 0.0549729 0.056139 0.0529898 0.0837558 0.0574797 0.0761762 0.0621702 0.0528119 0.0498426 0.0625888 0.0503571 0.0475661 0.0755539 0.0459125 0.0499068 0.0457949 0.0432748 0.0468501 0.0500337 0.0511486 0.0459837 0.0473372 0.0567974 0.061292 0.058151 0.0538533 0.0622278
threshold=1.0000000180025095e-35 0.50996500000000011 0.080930000000000016 -1.0000000180025095e-35 0.087830000000000005 -0.043384999999999993 0.095410000000000009 -0.10519499999999998 0.079055000000000014 0.31299000000000005 -1.0000000180025095e-35 0.16946000000000003 0.18141000000000002 -1.0000000180025095e-35 0.22339500000000004 0.10345000000000001 0.13842500000000005 -1.0000000180025095e-35 -0.49013999999999996 -1.0000000180025095e-35 -0.063424999999999981 -1.0000000180025095e-35 -0.0066799999999999993 0.13438000000000003 0.084940000000000015 0.092255000000000018 0.095285000000000022 -0.47520499999999993 0.088235000000000022 0.091600000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 6 -5 8 18 10 -9 12 13 -12 16 -16 17 -15 -7 -19 -21 -22 -23 24 25 26 28 -27 29 -24
right_child=-2 -3 -4 4 -6 7 -8 9 -10 -11 11 -13 -14 14 15 -17 -18 19 -20 20 21 22 23 -25 -26 27 -28 -29 -30 -31
leaf_value=-0.0034400341307448752 -0.0035020172844359388 0.0024679340110149578 0.00075199262105212514 0.0026732431767823449 -0.002183323568746778 -0.00045331122585859048 -0.0034667279726989684 -0.003439140972137736 -0.0017158015704778664 0.0034412103031780119 -0.0034513970333236699 0.0034622745927925034 -0.0034734828166452011 -0.0034725944225721993 -0.0030070221185900469 0.00068866783158721598 0.0026763844354240206 -0.00268044267595269 0.0020891355419874048 -0.0012459731815933786 -0.0034444365501792328 -0.00345548896846094 -0.0010245397854239311 -0.0029894604736922319 0.002229695358383113 0.0034966648832163963 0.0033266846822054708 -0.0034471451728010599 0.0020582956463752254 0.0035809025426521385
leaf_weight=0.063323664480778308 0.043299415313413081 0.09892946240142908 0.58742393263310066 0.15856780057765973 0.16001001005497517 0.11305181078932947 0.03138080030294077 0.073416958240162589 0.11526637835049769 0.046365740090550278 0.06210403070508963 0.037244144768919685 0.082499489981273544 0.052531740380803771 0.1720915148325729 0.1050392790020851 0.06919762429606624 0.070304488492187178 0.31996241578599649 0.24824733831337942 0.037972252296643694 0.035748174261246879 0.28457624539621085 0.037579628202365711 0.22980444038694259 0.017643878236413002 0.095811353719909675 0.073297872888360871 0.14414412653604813 0.039381496608257294
leaf_count=274 78 146 248 133 83 31 21 412 87 51 56 16 30 14 154 28 22 374 100 100 129 15 228 12 47 1 21 151 58 1
internal_value=0 -3.60775e-05 -0.000105584 -0.000274827 -0.000206026 -9.1111e-05 0.00165888 -0.000220792 0.000764979 -0.000489019 -0.000581585 -0.000470889 -0.000549731 -0.000413876 -0.000303776 -0.00160627 -5.24527e-05 -0.000190582 0.00142535 -5.94234e-05 8.86785e-05 0.000421346 0.000574577 0.000730791 0.000888825 0.000418281 0.000824395 -0.00209996 0.000312224 -0.000464685
internal_weight=0 3.66292 3.56399 2.97656 2.91324 2.75323 0.189949 2.56328 0.548281 2.015 1.96864 1.89522 1.85797 1.77548 1.71337 0.277131 1.43624 1.36704 0.433014 1.31451 1.24421 0.995959 0.957987 0.922239 0.884659 0.654855 0.563913 0.0909418 0.468102 0.323958
internal_count=3121 3043 2897 2649 2375 2292 154 2138 218 1920 1869 1457 1441 1411 1355 182 1173 1151 131 1137 763 663 534 519 507 460 308 152 287 229
is_linear=0
shrinkage=0.00343384


Tree=508
num_leaves=31
num_cat=0
split_feature=1425 4 41 480 1374 1 128 50 51 48 2 47 48 454 4 51 14 12 49 4 4 15 15 42 474 13 13 151 15 48
split_gain=0.0394223 0.0463024 0.039683 0.0402222 0.0393683 0.0393942 0.0573475 0.0434631 0.0403728 0.0404761 0.0466364 0.0547667 0.055732 0.038491 0.0450131 0.0381772 0.0527337 0.0431043 0.0589449 0.0550616 0.0836164 0.0559799 0.0505154 0.0483919 0.0411408 0.0429893 0.074703 0.0420071 0.0591566 0.0444383
threshold=1.0000000180025095e-35 0.50996500000000011 0.088520000000000015 0.08598500000000002 0.10637000000000001 0.10752500000000002 0.086435000000000012 0.10647500000000001 -0.43017499999999992 -0.089099999999999999 0.13754500000000003 0.13206500000000002 0.12879500000000002 -1.0000000180025095e-35 0.40473500000000007 -0.10748999999999999 0.076175000000000007 0.084100000000000022 -0.088694999999999982 -0.0016099999999999997 0.0052350000000000009 -0.095869999999999983 -0.11033999999999998 0.094935000000000005 0.085500000000000007 -0.53104499999999988 -0.47860499999999995 0.13982000000000003 0.091915000000000011 0.09858500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 7 13 -7 -10 11 12 -11 -1 15 -15 17 18 -17 23 -21 -22 -19 -20 25 -24 -27 28 -28 -30
right_child=-2 -3 -4 -5 -6 8 -8 -9 9 10 -12 -13 -14 14 -16 16 -18 22 19 20 21 -23 24 -25 -26 26 27 -29 29 -31
leaf_value=-0.0031749127988439166 -0.0038688755151894214 0.002591191789558744 -0.0025872089486496464 -0.003032699632259083 -0.0032083483500866985 -0.0038184246338677638 -0.0038206377296090346 -0.0038075951611350454 -0.0021319746939519476 0.0018353297996746005 0.0032774991471805192 -0.0016292926237045479 -0.0012625459786489311 -0.0024059400724868903 0.0038200739558944285 -0.0026389276135746252 -0.0037406443471143741 -0.0038209396349508746 0.0023374976147226617 -0.0029266096938371108 -0.00060825137053649339 0.002637621084847149 -0.003878991686207452 -0.0008420217976557162 -0.0038087682763420462 0.0038443862543347963 4.954294241272063e-05 0.0027850096254897674 -0.0038238200766118921 0.0038286442736384972
leaf_weight=0.054357936855016553 0.039248008632057352 0.094116671732990542 0.090996197843196458 0.063769011647764162 0.053827432100660988 0.026947920850943774 0.061105712377866328 0.044534775598549348 0.05885862836294109 0.43820205369229359 0.12368345997674624 0.11656937672159984 0.1037441741063958 0.092408195450848551 0.045106252742698305 0.069119711224630009 0.050587446912686462 0.057727139021157337 0.43241216898695711 0.10696111190554425 0.15732891554580419 0.14985072622948792 0.039162836968902659 0.082304896786808968 0.042570028181216912 0.073951135622341346 0.60894317593555325 0.064570518734399229 0.09834905018669815 0.012336150975897908
leaf_count=54 78 146 77 206 27 21 167 193 17 202 96 26 18 162 26 24 57 97 219 32 35 34 2 7 88 8 713 8 279 2
internal_value=0 -3.86316e-05 -0.000110997 -4.33171e-05 1.50595e-05 6.90833e-05 -0.000187078 -8.9806e-05 0.00076074 0.000907459 0.00113617 0.000733981 0.00124231 -1.58259e-05 6.28123e-05 -1.64345e-05 9.1479e-05 0.000188622 0.000747089 0.000999055 -3.25482e-05 0.000975175 -0.000370051 0.00182908 -0.000158099 1.50944e-05 0.000192806 -0.000151543 -0.000415033 -0.00297093
internal_weight=0 3.5144 3.42029 3.32929 3.26552 3.21169 2.34369 2.28258 0.868006 0.841058 0.782199 0.658516 0.541946 2.23805 2.18369 2.13858 2.04618 1.99559 0.997978 0.928858 0.414141 0.30718 0.99761 0.514717 0.939883 0.897313 0.85815 0.784199 0.719628 0.110685
internal_count=3121 3043 2897 2820 2614 2587 2207 2040 380 359 342 246 220 1847 1793 1767 1605 1548 351 327 101 69 1197 226 1100 1012 1010 1002 994 281
is_linear=0
shrinkage=0.00380061


Tree=509
num_leaves=31
num_cat=0
split_feature=4 151 11 403 1456 1426 480 1213 52 150 1456 156 1373 48 16 160 0 15 1 16 43 160 12 16 4 0 453 43 43 0
split_gain=0.230732 0.221512 0.205285 0.205931 0.204445 0.207006 0.161954 0.157256 0.153904 0.146548 0.238672 0.144519 0.144299 0.169038 0.236123 0.210324 0.195813 0.14931 0.263884 0.132052 0.220288 0.185559 0.134902 0.125082 0.142872 0.120894 0.111288 0.102363 0.142891 0.133751
threshold=0.27044500000000005 -0.27559499999999998 0.081790000000000015 -1.0000000180025095e-35 1.0000000180025095e-35 -1.0000000180025095e-35 0.084710000000000021 -1.0000000180025095e-35 -0.04127999999999999 -0.22665999999999997 -1.0000000180025095e-35 0.10499000000000001 0.099250000000000019 0.088965000000000002 -0.094359999999999986 0.099315000000000014 -0.18113999999999997 -0.0063699999999999989 0.086105000000000015 0.15891500000000003 -0.25681499999999996 -0.090764999999999985 0.084225000000000008 0.38525000000000004 -0.49013999999999996 -0.13843999999999998 1.0000000180025095e-35 -0.074359999999999996 -0.076124999999999984 -0.10224499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 8 5 -3 7 -5 -1 -9 -11 12 13 15 16 17 -15 18 -12 20 -19 -22 -23 24 -21 -20 -7 28 -27 -29
right_child=1 4 -4 6 -6 26 -8 9 -10 10 11 -13 -14 14 -16 -17 -18 19 25 23 21 22 -24 -25 -26 27 -28 29 -30 -31
leaf_value=-7.3088216447097891e-05 -0.0011613324095709225 -0.0013790951054435856 -0.0010854210175240439 -0.0012716483743160879 -0.0011279274602394105 0.00092360649258196805 -0.0012747860881577489 0.001060377018628866 -0.0012733171330734489 -0.0012764714957012285 -0.0011600283823136992 -0.0011427994221006417 -0.0011271815537488167 -0.0013342697318498788 0.00066198801740432697 -0.0011849654597767257 0.00028801486142480671 -0.0012928150770632756 0.00057743287861407972 -0.0013075706960997734 -0.00085519696363224129 0.00092657118492695673 0.00024532380654671378 0.00035658421382559011 -4.8407470731063849e-06 -0.00020870580517972937 -0.00056166178079535066 -0.001313155747984501 0.0013529959775467426 -6.6641095122376895e-05
leaf_weight=0.2910016145760892 0.13711708306800563 0.073877386748790408 0.37465502647683102 0.16436448472085796 0.10968659655190993 1.0680638642807032 0.17570411325868995 0.19756293750833354 0.4197658914345056 0.24544059049366662 0.43072726629179214 0.17539564186881751 0.17149906494887535 0.1996549591422081 1.3276468154363099 0.25677844405436179 0.29880721267545585 0.12650206300895739 0.38673966919304792 0.25910609209677204 0.16585344169288996 0.83195092601819443 1.0676346258260307 0.33751007355749607 0.28369712538551528 0.40976015853811976 0.08782329154200863 0.25135142763610929 0.1223972188308835 0.30832807217666403
leaf_count=83 15 1 127 187 12 329 176 14 640 238 275 78 18 7 208 92 53 18 40 27 60 89 161 19 14 83 8 11 3 35
internal_value=0 0.000374045 -0.000165735 -0.000127042 0.000531219 0.000679203 -7.02394e-05 -4.38456e-05 -0.000781921 -1.81519e-05 -4.59805e-05 -5.23047e-06 2.23436e-05 5.02499e-05 0.000382537 -6.55868e-05 -0.000361778 -7.88753e-06 -0.000286422 0.000165212 0.000331851 0.000431357 0.000543686 -0.000249709 -0.000626696 -3.19301e-05 0.000810757 -0.000247773 0.000150489 -0.000626449
internal_weight=0 1.47657 9.27983 8.90518 1.33945 1.22976 8.19441 8.01871 0.710768 7.85434 7.65678 7.41134 7.23594 7.06445 1.82611 5.23834 0.498462 4.98156 1.9093 3.07225 2.19194 2.06544 1.89959 0.880313 0.542803 1.47858 1.15589 1.09184 0.532157 0.559679
internal_count=3121 365 2756 2629 350 338 1906 1730 723 1543 1529 1291 1213 1195 268 927 60 835 447 388 328 310 250 60 41 172 337 132 86 46
is_linear=0
shrinkage=0.00126831


Tree=510
num_leaves=31
num_cat=0
split_feature=1213 475 472 151 15 1348 14 3 124 456 483 16 0 122 1 51 11 12 43 133 4 43 1 394 474 13 159 13 4 1
split_gain=0.0384363 0.0599954 0.0397788 0.0400791 0.044007 0.0441465 0.0432363 0.0454011 0.0489661 0.048604 0.0405736 0.0403556 0.0378724 0.0374632 0.0366038 0.0670482 0.063345 0.0529498 0.0435043 0.0606209 0.0570463 0.0504463 0.0590938 0.0610027 0.0437258 0.0482111 0.0566616 0.0431521 0.0429678 0.0350472
threshold=-1.0000000180025095e-35 -0.086004999999999984 -1.0000000180025095e-35 -0.5145249999999999 -0.47006499999999996 0.090205000000000021 0.076175000000000007 0.30112000000000005 -0.043384999999999993 0.086265000000000022 0.088070000000000009 -0.53943499999999989 -0.20211999999999997 0.10544500000000001 0.12577000000000002 -0.096089999999999981 0.081790000000000015 0.11650500000000001 -0.08287499999999999 0.084415000000000018 -0.39518999999999993 -0.0037449999999999996 0.10089500000000001 -0.50204999999999989 0.084660000000000027 -0.095304999999999987 0.082585000000000006 -0.023499999999999997 0.23246000000000003 0.086560000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -2 -4 -5 6 7 8 -6 10 11 -10 -9 14 15 -13 17 18 19 -17 -21 22 23 -20 25 -23 27 -27 -16 -29
right_child=2 -3 3 4 5 -7 -8 12 9 -11 -12 13 -14 -15 28 16 -18 -19 21 20 -22 24 -24 -25 -26 26 -28 29 -30 -31
leaf_value=0.0033099368016034831 -0.0032982602482487921 -0.0029516608242539928 -0.0028080129961091924 0.0033015933471074814 0.0014999060056579366 0.0032335588113893321 -0.0023001949076346959 -0.0018032132259460337 0.0028904754697631294 -0.0025607026874188885 -0.0026248791439053669 -0.0028100453674520464 0.003301318425677385 -0.0033257821014128202 0.0002843127809444114 0.0020274176320702075 -0.002443583435955919 -0.0021980105282947992 0.0028815075423854817 -0.0033590802357322093 0.00061712462870238218 0.0012747238924045181 0.00094625770444352981 -0.0033051217882798128 0.0025238391024327875 -0.00330039089933309 -0.0032993069619329757 0.0010507006232368938 0.0033088981907120328 -0.00042601979009543393
leaf_weight=0.019920520484447479 0.039278481069232707 0.099350309117653857 0.052912123512215969 0.045372226135442673 0.21403369127438399 0.046148596386046736 0.086986756807163945 0.019773122665355913 0.05159581534099178 0.086751468383226782 0.06509671144931406 0.09692093911235744 0.077689162684691726 0.037329111946746596 0.16297880095953576 0.2977531480428367 0.11037328305974359 0.10205690976181347 0.019647208304384489 0.049164115320309065 0.19165591090313683 0.26447959134748078 0.076511937601026148 0.1436542325200203 0.082575422944501153 0.043084477196316473 0.064530719871982001 0.26684614253642724 0.074085933112655766 0.50240058923736797
leaf_count=4 159 487 50 104 184 33 83 6 33 137 144 212 92 5 32 137 45 52 5 5 182 50 39 431 29 121 14 105 48 93
internal_value=0 -0.00190585 -3.69629e-06 3.51361e-05 8.10081e-05 3.58258e-05 -1.0464e-05 5.37659e-05 -1.80102e-05 -0.000134478 -5.66017e-05 6.78305e-06 0.00226571 -5.07512e-05 -2.7844e-06 -0.000129161 -1.18408e-05 0.000115704 0.000233633 0.00103384 -0.000194629 -6.08002e-05 -0.00144188 -0.00256079 0.000209807 4.23878e-05 -0.00032931 -9.33767e-05 0.00122954 8.62439e-05
internal_weight=0 0.119271 3.37169 3.33241 3.2795 3.23412 3.18798 3.10099 3.00353 2.78949 2.70274 2.63764 0.0974623 2.58605 2.54872 2.31165 2.21473 2.10436 2.0023 0.538573 0.24082 1.46373 0.239813 0.163301 1.22392 1.14134 0.876862 0.812331 0.237065 0.769247
internal_count=3121 491 2630 2471 2421 2317 2284 2201 2103 1919 1782 1638 98 1605 1600 1520 1308 1263 1211 324 187 887 475 436 412 383 333 319 80 198
is_linear=0
shrinkage=0.00329302


Tree=511
num_leaves=31
num_cat=0
split_feature=1 47 12 51 48 2 52 475 484 457 49 1 376 3 11 2 13 41 4 15 454 13 2 2 0 48 16 150 48 150
split_gain=0.291579 0.162769 0.172623 0.150354 0.152829 0.207959 0.125973 0.150329 0.122198 0.123792 0.127104 0.18524 0.105486 0.131709 0.141465 0.160755 0.150131 0.12979 0.105478 0.090588 0.087648 0.0860356 0.0986491 0.108042 0.0951135 0.0854371 0.0829747 0.134399 0.153673 0.0803807
threshold=0.104035 0.085770000000000027 -1.0000000180025095e-35 0.123935 0.12933000000000003 0.11510000000000002 0.13796000000000003 -1.0000000180025095e-35 -0.0068949999999999992 0.080930000000000016 -0.047584999999999995 0.089875000000000024 0.048375000000000008 -0.11255999999999998 0.081790000000000015 0.10855000000000002 0.073000000000000023 0.078065000000000009 -0.013125 0.035560000000000008 0.085470000000000004 -0.42195999999999995 0.092875000000000013 0.092235000000000025 -0.24955499999999997 0.088875000000000023 -0.061854999999999993 -1.0000000180025095e-35 0.11454000000000002 0.084680000000000019
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 2 19 4 5 6 7 -4 -1 12 11 25 13 14 15 16 17 -10 -9 -2 21 -15 23 24 -23 29 27 -3 -29 -11
right_child=1 26 3 -5 -6 -7 -8 18 9 10 -12 -13 -14 20 -16 -17 -18 -19 -20 -21 -22 22 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=-0.0011017789217409807 0.0012021259669397972 -0.0010960094707220317 -0.00072713855568942124 -0.00067411873419412089 -0.0011009590709422877 0.0010200152022616599 -0.00099365535351632187 -0.00051046389615377603 0.00087666117664534119 7.4731789024517109e-05 -0.00074017201045249281 0.001043248987444828 0.00023003489004799435 -5.8448052998555455e-05 -0.0011457928346752643 0.0009023852138392972 -0.00083305532805527595 -0.00062342281285882181 0.00078901173341431978 -0.0006376050718369052 0.00055138337289171101 0.001241690106990753 -0.0010682613117737024 0.00045263610048683155 -0.0007142761247202334 0.00041245150964687167 -0.00074025559023406062 -0.0002998271134304532 0.00095611560513005002 -0.001114682569195149
leaf_weight=0.45295702582370712 0.27371347108419319 0.16839259653352201 0.19031522169825632 0.3828812080901115 0.12292055715806771 0.39085484354291111 0.15817900415277109 0.11350562138250109 0.20554062625160374 0.14425549993757159 0.30421859733178258 0.23968854223494418 0.24510822512092989 0.27289725595619518 0.19027223947341554 0.21072890423238277 0.35534665748127736 0.13750364363659173 0.41705680688028224 0.044437577977078035 0.081080287927761563 0.036070004105568709 1.0176799350592771 0.1259099301387322 2.2940324976880238 0.18956024711951613 0.57634316629264482 0.43227842624764889 0.20522395998705178 0.18555109988665208
leaf_count=427 197 17 30 27 7 119 22 24 26 14 55 40 35 20 64 15 44 27 67 14 10 1 471 30 1109 13 92 35 40 29
internal_value=0 -7.56843e-05 0.000134443 -1.08119e-05 0.000171527 0.000294697 -2.78011e-05 0.000184132 -0.000502401 -0.00045886 -8.74515e-05 0.00017415 -0.000535213 -0.000573282 -0.000208671 -1.25376e-05 -0.000288602 0.000275377 0.000511009 0.000945163 -0.000678007 -0.000704612 -0.000755375 -0.000625727 -0.000683998 -0.000226941 -0.000393993 -0.00014636 0.000104484 -0.00059444
internal_weight=0 3.4761 2.09386 1.77571 1.39283 1.26991 0.879057 0.720878 6.6884 6.23544 1.06327 0.759055 5.17217 4.92706 1.09939 0.90912 0.698391 0.343044 0.530562 0.318151 3.82767 3.74659 3.47369 2.45601 2.3301 0.519367 1.38224 0.805895 0.637502 0.329807
internal_count=3121 691 507 296 269 262 143 121 2430 2003 151 96 1852 1817 176 112 97 53 91 211 1641 1631 1611 1140 1110 56 184 92 75 43
is_linear=0
shrinkage=0.00119516


Tree=512
num_leaves=31
num_cat=0
split_feature=1 150 484 0 4 52 3 2 1 15 3 3 42 43 130 52 4 1446 16 12 40 151 49 42 1374 16 474 0 47 151
split_gain=0.251557 0.215982 0.177206 0.150185 0.164489 0.187898 0.177314 0.289563 0.149878 0.160304 0.166741 0.163645 0.173781 0.171165 0.171075 0.149483 0.146782 0.144094 0.138412 0.129723 0.159203 0.124868 0.152197 0.114454 0.134482 0.18083 0.163075 0.17576 0.229869 0.11038
threshold=0.094385000000000011 0.076925000000000007 -0.0068949999999999992 -0.060129999999999996 -0.49405499999999997 0.10347000000000002 -0.097174999999999984 0.10855000000000002 1.0000000180025095e-35 0.083935000000000023 0.11296500000000002 -0.084074999999999997 -0.10271999999999999 -0.082389999999999977 -0.066019999999999981 -0.43320999999999993 0.053925000000000008 0.091555000000000011 -0.51370499999999997 -0.064509999999999984 0.57330500000000006 -0.40381499999999992 0.092185000000000017 0.088915000000000008 -0.094929999999999987 -0.087989999999999985 0.084660000000000027 -0.077999999999999986 0.09550500000000002 -0.50641499999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 15 -1 8 5 -5 -6 -8 9 10 29 12 -11 -13 -15 -2 23 19 -16 20 -17 -21 -23 24 -10 -26 27 28 -27 -4
right_child=1 -3 3 4 6 -7 7 -9 16 11 -12 13 -14 14 18 17 -18 -19 -20 21 -22 22 -24 -25 25 26 -28 -29 -30 -31
leaf_value=-0.0013552092289273304 -0.0013512577906975582 0.00066643150363543467 0.00037311723212962153 -0.0010948994570234407 0.00092250595437786103 0.00039182546923514184 0.00076518361262544843 -0.0013795543868970084 -0.0013808157265383961 0.0010962933145763569 0.00052559199188676863 0.0011991779892564893 -0.0013572776561705754 0.0011489630856144589 0.00044080564704058946 0.00098224860683058168 0.0010291141516445546 -0.0013173307167602117 -0.0013553517029092886 -0.0012347685848953722 -0.0013964449436760608 -9.244390935833559e-05 0.00073393856765733092 -0.0012641833784184206 0.00068844293453349447 -0.0013727522943998683 0.00072733651247160267 0.00084027086141263735 0.00082102476796804197 -0.0013552739013391606
leaf_weight=0.26064850613329316 0.14472079405095417 1.1070220096735282 0.073090000340016559 0.34565245959674928 0.59810578264296044 0.27773732296191156 0.25668192579178128 0.20520514479721896 0.13503705896437157 0.062578104581916705 0.1134123969823122 0.19847317939274955 0.31823185929533793 0.11252049310132894 0.11638790823053569 0.46000352776900477 0.19060265569714818 0.13562317953619629 0.23394296051264907 0.14389325724914837 0.057323407847434282 2.3319165498251091 0.48827324644662429 0.17001657722721564 0.48431114082632087 0.45976470219466103 0.20244192417885642 0.11887745714921083 0.10658556583803147 0.7949480955940097
leaf_count=397 115 229 26 43 48 18 19 79 10 22 5 20 257 8 7 184 18 27 264 18 3 324 43 133 65 133 35 23 6 542
internal_value=0 0.000143864 -0.000270496 -0.000219779 0.000116101 -0.000432523 0.000438751 -0.000187671 -0.000365084 -0.000618853 -0.00100921 -0.000251224 -0.000954085 0.000153504 -0.000294887 -9.91841e-06 -9.01256e-05 4.37498e-05 -0.000758627 9.67726e-05 0.000718673 -1.17688e-05 5.06317e-05 -0.000217332 -9.92302e-05 2.69097e-05 -0.000334022 -0.000647587 -0.000959889 -0.00120974
internal_weight=0 4.86878 5.83525 5.5746 1.68338 0.62339 1.05999 0.461887 3.89122 2.02358 0.98145 1.04213 0.38081 0.661325 0.462851 3.76175 1.86764 3.61703 0.350331 3.48141 0.517327 2.96408 2.82019 1.67703 1.50702 1.37198 0.88767 0.685228 0.56635 0.868038
internal_count=3121 943 2178 1781 207 61 146 98 1574 1151 573 578 279 299 279 714 423 599 271 572 187 385 367 405 272 262 197 162 139 568
is_linear=0
shrinkage=0.00134594


Tree=513
num_leaves=31
num_cat=0
split_feature=1 484 51 14 1213 51 129 52 0 48 2 48 14 51 0 1 123 3 2 4 13 0 15 403 48 160 12 0 0 15
split_gain=0.263512 0.217852 0.198455 0.177307 0.161819 0.170043 0.160905 0.160127 0.196807 0.155015 0.243574 0.27493 0.224127 0.172949 0.166173 0.162844 0.146411 0.134166 0.14396 0.138461 0.231059 0.147582 0.217652 0.219908 0.184404 0.1434 0.176078 0.142482 0.174591 0.168933
threshold=0.104035 -0.0068949999999999992 -0.10748999999999999 0.062655000000000016 -1.0000000180025095e-35 -0.096089999999999981 0.093925000000000008 -0.43320999999999993 1.0000000180025095e-35 0.12879500000000002 1.0000000180025095e-35 -0.086869999999999989 -0.23083499999999998 0.12808000000000003 -0.084674999999999986 0.12958500000000003 1.0000000180025095e-35 -0.11255999999999998 0.113445 -0.51843499999999987 -0.14819499999999997 -0.10011499999999998 0.083935000000000023 -1.0000000180025095e-35 0.086260000000000017 0.032695000000000009 0.088245000000000004 -0.22491999999999998 -0.10224499999999999 -0.095244999999999982
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 -4 16 -2 9 10 15 -12 14 -11 -13 -9 17 -6 19 -19 -21 24 25 -24 27 -23 -27 -22 29 -29
right_child=7 2 3 -5 6 -7 -8 8 -10 13 11 12 -14 -15 -16 -17 -18 18 -20 20 21 22 23 -25 -26 26 -28 28 -30 -31
leaf_value=-0.0011266437137118857 -0.0012997015391699889 -0.0013022553683952299 0.0013110123225494239 -0.0013071961292308624 0.00035312676320453716 -0.0011886655595132174 -0.0013091409951632442 -0.00052276519012604871 0.0013054648554266591 -0.0010728744906010395 -0.00078033372295472888 -0.000613568793847916 0.0011094410744493862 0.00022100613790835649 0.00097271513750509561 0.00045323619553768385 0.00068714328739258681 -0.0013516172432510307 -0.0013209178366595526 0.0008152425863848235 0.0011066609951311827 -0.0011949790322427348 -0.0012953751240855388 0.0003235105971428735 -0.00051763252236267457 -0.0012330545056214383 0.00072394802816024765 -0.0013209030449038784 0.0009565007791270657 0.00041129671556383872
leaf_weight=0.42744012910407025 0.11840071661572427 0.25105908363912011 0.052127014845609665 0.20714058777957678 1.0412172610376718 0.36070998499053519 0.16120225075428596 0.77544879898778274 0.26425892687984731 0.33328484382946033 0.21474887686781663 0.27339757731533609 1.0631648230337285 0.35926746646873653 0.18552087034913789 0.4533766438398743 0.47735226282384235 0.14614731032634098 0.17323453360586416 0.43809275823878158 0.35489176621194929 0.65514271843858496 0.17221612014691345 0.76085469646204729 0.49300987782771699 0.13654998913989402 0.1762702404812444 0.19143825481296517 0.23282129765721016 0.18555809190729633
leaf_count=427 68 161 4 58 108 437 69 107 100 28 17 25 205 37 51 53 81 14 41 20 21 378 248 189 37 42 21 35 17 22
internal_value=0 -0.00023133 -0.000173929 -0.000129778 -9.04965e-05 -0.000873043 -3.47573e-05 0.000182556 0.000227298 0.000149415 0.000278105 0.000589955 0.000783288 -0.000401663 2.76972e-05 -0.000162668 1.70069e-06 -6.17411e-05 -0.000166684 -0.000115973 -6.84105e-05 -0.000183668 -0.000421131 2.47142e-05 0.000126011 -0.000850905 -0.000130308 0.000454942 7.56649e-05 -0.000468312
internal_weight=0 7.09448 6.66704 6.41598 6.20884 0.412837 5.796 4.04087 3.92247 3.65821 2.96566 1.73683 1.52208 0.692552 0.458918 1.22883 5.6348 5.15744 4.11623 3.94299 3.79685 3.35875 1.90103 0.933071 1.45772 0.967963 0.31282 0.964709 0.609818 0.376996
internal_count=3121 2430 2003 1842 1784 441 1343 691 623 523 458 298 281 65 76 160 1274 1193 1085 1044 1030 1010 878 437 132 441 63 95 74 57
is_linear=0
shrinkage=0.00129368


Tree=514
num_leaves=31
num_cat=0
split_feature=1 12 484 52 151 51 1447 3 47 4 2 1213 1374 0 15 3 43 0 2 43 1212 475 11 10 48 160 124 0 1 48
split_gain=0.303099 0.227456 0.198527 0.173271 0.184393 0.168132 0.164991 0.14874 0.144249 0.210877 0.164088 0.137454 0.133783 0.177841 0.186032 0.132712 0.267135 0.145054 0.147881 0.13811 0.160911 0.159929 0.127746 0.123088 0.131477 0.124583 0.109947 0.0918031 0.182196 0.0835864
threshold=0.094385000000000011 -1.0000000180025095e-35 -0.0068949999999999992 -0.43320999999999993 -0.40381499999999992 -0.40274499999999996 -1.0000000180025095e-35 -0.11255999999999998 0.13148500000000005 -0.011884999999999998 0.11474000000000002 -1.0000000180025095e-35 -0.094929999999999987 -0.22491999999999998 -1.0000000180025095e-35 -0.084074999999999997 -0.08287499999999999 -0.077809999999999976 0.088475000000000012 0.016310000000000002 -0.50120999999999993 -0.083344999999999989 0.080455000000000013 -0.012544999999999999 0.084485000000000018 0.083670000000000008 -0.50724999999999987 -0.060129999999999996 0.083135000000000014 0.11951500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 5 -1 -3 -5 -2 -6 22 9 10 -8 -9 -13 -14 23 17 -17 -16 -19 20 -18 -22 27 -15 -25 -26 -7 28 -4 -11
right_child=1 3 7 4 6 26 8 11 -10 29 -12 12 13 14 15 16 19 18 -20 -21 21 -23 -24 24 25 -27 -28 -29 -30 -31
leaf_value=-0.0012514086717620833 -0.0012634316121156264 -0.0012496161743844048 -0.001255055478865568 -0.0011819935582261189 -0.0012544755372359115 -0.00086819645405253006 -0.00077663449843080293 -0.0012470906391044377 -0.00055409052936976799 0.00064975002041685814 0.00060102994239825025 -0.0012886443488152866 0.00054214660683709313 0.00056683694677500457 -0.0012488059064063829 0.0010522435704021504 0.001335368060097036 0.00089670337261721139 -0.0008369886064014592 0.00031875360557138954 0.0011728512380333406 -0.00094845765575598206 -0.00076487403131498101 -0.0012550619892887343 -0.00090911316277136618 0.00034346006826159562 0.00091256721781128407 0.00067520880656180807 0.0010721077536569273 -0.00012217518716382922
leaf_weight=0.28759906245250011 0.064085243735462316 0.15563793620094646 0.1228388797462685 0.16515211667865548 0.12057066052511922 0.056777630918077082 0.39285540659329998 0.2215289956293417 0.31925246637547378 1.5812312652560634 0.20261406397912651 0.17948504924424957 0.4512779337819669 0.10825317725539196 0.26897571715380764 0.3616961332154468 0.064099922776223339 0.1477817704726484 0.15676732044084929 0.51095131442707498 0.061073017946911223 0.5481252166427979 0.16382257231452968 0.53520445518370319 0.28445012212614529 0.21600342306192033 0.95999227007268917 0.62668278079945572 0.090218870900571346 0.25136735348496597
leaf_count=397 6 118 49 19 35 7 110 414 34 266 26 38 35 3 184 30 1 14 34 97 8 220 47 394 130 28 309 44 11 13
internal_value=0 0.000197051 -0.000246161 2.99566e-05 9.56168e-05 0.000690006 0.00016919 -0.000189687 0.00023167 0.000334985 -0.000307871 -0.000294349 -0.000240149 -0.000189488 -0.000290663 -7.25566e-05 0.000116959 -0.0005834 4.28158e-06 -0.000168697 -0.000538613 -0.000735793 0.000239539 -0.000694776 -0.000826647 -0.000368483 0.000813127 0.000435487 -0.000269623 0.000543869
internal_weight=0 4.26954 5.40684 3.18868 3.03304 1.08086 2.86789 5.11924 2.74732 2.42807 0.595469 4.11567 3.89414 3.71466 3.26338 2.11947 1.54595 0.573525 0.304549 1.18425 0.673298 0.609198 1.00356 1.14391 1.03566 0.500454 1.01677 0.839741 0.213058 1.8326
internal_count=3121 943 2178 621 503 322 484 1781 449 415 136 1630 1216 1178 1143 588 356 232 48 326 229 228 151 555 552 158 316 104 60 279
is_linear=0
shrinkage=0.00124344


Tree=515
num_leaves=31
num_cat=0
split_feature=4 151 457 11 403 484 1456 1213 1456 1 1373 160 133 160 52 13 132 130 52 1 3 15 3 131 4 16 4 3 15 3
split_gain=0.189122 0.218293 0.172683 0.171522 0.146641 0.176077 0.157026 0.133981 0.133318 0.121634 0.129814 0.107406 0.109397 0.12802 0.12321 0.113203 0.169339 0.142935 0.128063 0.121538 0.131743 0.117056 0.215771 0.14149 0.139492 0.135934 0.116757 0.107337 0.160714 0.119069
threshold=0.27044500000000005 -0.27559499999999998 0.080930000000000016 0.081790000000000015 -1.0000000180025095e-35 0.073690000000000019 -1.0000000180025095e-35 -1.0000000180025095e-35 1.0000000180025095e-35 0.093575000000000019 -1.0000000180025095e-35 0.099315000000000014 -0.25159999999999993 -0.40698999999999991 -0.43320999999999993 -0.010384999999999998 0.084605000000000014 -1.0000000180025095e-35 -0.085984999999999992 0.13146500000000003 -0.10519499999999998 0.083935000000000023 -0.081054999999999974 0.092320000000000013 -0.51843499999999987 -0.43320999999999993 -1.0000000180025095e-35 0.090900000000000009 0.035560000000000008 -0.096099999999999977
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 5 -1 -6 -8 -3 27 -11 12 -9 -14 -15 19 17 -17 -19 20 -16 22 -22 24 -24 -26 -20 28 29 -4
right_child=1 8 9 -5 6 -7 7 11 -10 10 -12 -13 13 14 15 16 -18 18 26 -21 21 -23 23 -25 25 -27 -28 -29 -30 -31
leaf_value=-0.001222946624371009 -0.0011244920006282645 0.00064639463214002458 0.00013478915678718446 -0.0012280878072319971 -0.0012246608313798177 0.00037999407666077032 -0.0012224398003865614 -0.00093331084378629357 -0.0010615610781671235 -0.00040900868477832295 0.001048261148868436 -0.00074439204625692068 -0.00098368715437664126 -0.0010277007177037262 0.001204866770593564 -0.00087684556851746359 0.0010353564870365292 -0.00074877771413705348 0.00039383990907680287 0.0012609266121048656 -0.001227159622318921 0.00061242801745705158 -0.0011895784160099018 -0.0011618316860031513 -0.001105056104432613 0.00068411779625965829 -0.00027266231701466968 0.00065175114491630454 0.00085701049610575496 -0.0011795092120506366
leaf_weight=0.38793660705414357 0.13105548557359714 1.0622914312625651 0.16460620166617446 0.24461337784305204 0.18772797684505338 0.13809204390418017 0.1510051399382063 0.18476153882511415 0.072557622450403758 0.1174787690397352 0.40067310091399122 0.31784051750946662 0.1805699078249744 0.14886300055513757 0.18136460648383779 0.35525501522352065 0.18861391162499774 0.31189935689326409 0.90286681895668186 0.18458914902294044 0.20860190800158118 0.47612412087619316 0.080456452647920673 0.10735132097033784 0.0701188350794818 0.63101765194006199 0.68842956032312974 0.23557056486606598 0.13093925267457962 0.27123466445482314
leaf_count=667 15 338 30 122 237 42 191 127 12 7 81 112 149 132 16 63 24 66 86 30 176 48 8 18 11 150 61 15 12 75
internal_value=0 0.000365165 -0.000143526 -0.0002272 -0.000186955 -0.000802146 -0.000128725 -9.0411e-05 0.000537195 0.000257457 0.000717859 -5.76554e-05 -1.3118e-05 2.2932e-05 6.30076e-05 0.000100021 -7.43292e-05 -0.000167004 -3.45036e-05 0.000319984 0.000221019 0.000107631 -0.000111354 0.000150484 0.00033073 0.000505187 0.000105496 -3.98666e-05 -0.000327323 -0.000683132
internal_weight=0 1.2659 7.6486 6.3281 6.08349 0.526029 5.55746 5.36973 1.13485 1.3205 0.518152 5.21872 4.90088 4.71612 4.53555 4.38669 2.44706 2.25845 1.9032 1.93962 1.75503 1.57367 1.09755 0.888944 0.781593 0.701136 1.5913 0.802351 0.56678 0.435841
internal_count=3121 365 2756 2536 2414 709 1705 1468 350 220 88 1277 1165 1038 889 757 300 276 213 457 427 411 363 187 169 161 147 132 117 105
is_linear=0
shrinkage=0.00121906


Tree=516
num_leaves=31
num_cat=0
split_feature=1 52 150 484 0 1 1374 2 4 52 2 12 47 47 15 3 3 43 1186 42 1375 484 151 4 49 13 151 52 16 4
split_gain=0.308839 0.248703 0.218462 0.215605 0.16764 0.195881 0.195839 0.226316 0.185069 0.245508 0.171956 0.159868 0.1667 0.240069 0.145032 0.148945 0.144321 0.184259 0.207765 0.178907 0.136849 0.134785 0.149569 0.165451 0.15784 0.137944 0.122522 0.122053 0.118052 0.215538
threshold=0.094385000000000011 -0.43320999999999993 0.080470000000000014 -0.0068949999999999992 -0.060129999999999996 1.0000000180025095e-35 -0.094929999999999987 0.073895000000000002 -0.49405499999999997 0.10347000000000002 0.12437500000000001 -1.0000000180025095e-35 0.090100000000000013 0.10980000000000002 0.083935000000000023 0.11296500000000002 -0.084074999999999997 -0.082389999999999977 0.088465000000000016 -0.10271999999999999 -0.43996499999999994 -1.0000000180025095e-35 -0.40381499999999992 0.23246000000000003 0.13984500000000002 -0.059629999999999996 -0.50641499999999995 -0.020999999999999994 -0.056919999999999991 0.053180000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 11 -1 5 14 -7 28 9 -6 -10 12 -3 -14 15 26 19 -18 -19 -16 -4 -13 -23 24 25 27 -5 -24 29 -8
right_child=1 2 20 4 8 6 7 -9 10 -11 -12 21 13 -15 16 -17 17 18 -20 -21 -22 22 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0013824721130812729 -0.0013814646568966785 0.0011611945561708905 -0.00050726701014156429 0.00038204701695971987 -0.00117017880380964 -0.0014153164515172611 -0.00062084979291085756 0.00046469830347000833 0.00065940386493532933 0.00044029563711790899 -0.00084677109848665759 -0.00095413727410912209 -0.0012246974868288065 0.00080063783889434482 0.0011128589559062385 0.00039417111592790466 0.0011449730292485553 -0.00088826531351058257 0.00122173129694519 -0.001383408852633509 0.00089972402010041446 -0.0013028494964953752 0.0011077979881516818 0.00044628320482314343 0.00098008125993344179 -0.0009220615136813292 -0.0013822830381119019 -0.00049695461008876854 -0.0011763077151143852 0.0014157050571807484
leaf_weight=0.32638610526191758 0.19020860009186424 0.43768528089276548 0.14864632231183339 0.081266712280921638 0.39507405791664485 0.18995894188992712 0.37917628441937268 1.0628303762350695 0.99390769065939799 0.32530861918348819 0.16684571825317107 0.31718203042692117 0.18611333786975592 0.27080593537539244 0.064384959114249796 0.12037812918424606 0.20376730784482766 0.38384862175735213 0.11410042023635469 0.3391611681290666 1.055091375717893 0.15608704066835466 0.14955653506331146 1.1706961281015535 0.15736371977254748 0.58066811284515829 0.85115178886189846 0.22181468050985198 0.30293437941872969 0.13205782970180735
leaf_count=397 119 171 5 26 43 12 178 118 98 18 48 78 16 34 22 5 20 271 8 257 218 16 16 123 11 81 542 55 107 8
internal_value=0 0.000158467 0.000218839 -0.000295339 -0.00023723 -0.000389014 -8.6967e-05 4.74666e-05 0.000103677 -0.000442925 0.000442908 5.14959e-05 0.00055569 -2.43261e-05 -0.00067831 -0.00104297 -0.000330961 4.52444e-05 -0.000404779 -0.000985134 0.000725978 -0.000112323 -2.7222e-06 8.62796e-05 -0.000293614 -0.000504144 -0.00122851 0.000149302 -0.000497195 -9.47835e-05
internal_weight=0 5.04192 4.85171 6.43254 6.10615 4.22502 2.06696 1.877 1.88114 0.720383 1.16075 3.64797 0.894605 0.456919 2.15806 1.0528 1.10526 0.701716 0.497949 0.403546 1.20374 2.75337 2.43619 2.2801 1.1094 0.952039 0.932419 0.371371 0.814168 0.511234
internal_count=3121 943 824 2178 1781 1574 423 411 207 61 146 601 221 50 1151 573 578 299 279 279 223 380 302 286 163 152 568 71 293 186
is_linear=0
shrinkage=0.00137286


Tree=517
num_leaves=31
num_cat=0
split_feature=4 11 151 0 1 2 3 4 43 376 9 1456 15 15 16 15 3 150 15 43 4 15 13 41 9 43 131 52 394 0
split_gain=0.232009 0.229954 0.212413 0.19205 0.275739 0.223716 0.250969 0.196093 0.243673 0.184574 0.162325 0.152087 0.13398 0.278006 0.141251 0.132764 0.187827 0.158371 0.235549 0.155403 0.145353 0.180668 0.116733 0.131929 0.122266 0.190864 0.191541 0.116384 0.116276 0.11494
threshold=0.27044500000000005 0.081790000000000015 -0.27559499999999998 -0.019414999999999998 1.0000000180025095e-35 1.0000000180025095e-35 0.048265000000000009 -0.49405499999999997 -0.45785999999999999 0.082945000000000019 -0.036024999999999995 1.0000000180025095e-35 0.035560000000000008 -0.0088349999999999974 -0.062804999999999986 -1.0000000180025095e-35 -0.084074999999999997 0.087790000000000021 -0.08730499999999998 -0.082389999999999977 -0.076779999999999987 0.095175000000000023 -0.094514999999999988 -1.0000000180025095e-35 0.091600000000000015 -0.074359999999999996 0.10033500000000002 -0.04127999999999999 -0.43358499999999994 -0.20211999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 4 15 10 27 8 -5 -10 -6 -4 13 14 29 17 28 -1 -19 -18 -21 -22 -12 -24 25 26 -25 -7 -17 -8
right_child=2 -3 11 7 5 6 12 -9 9 -11 22 -13 -14 -15 -16 16 19 18 -20 20 21 -23 23 24 -26 -27 -28 -29 -30 -31
leaf_value=-0.0013801500507971368 -0.0012491773034465172 -0.0011738944449898531 0.00071426466529195211 0.0011124745925518325 0.0014105731808292516 0.0013065070274133916 -0.00021104807583077642 0.00063947071041878852 -0.0013397092471351636 0.00053086193878438496 0.00034169772368292871 -0.0011640045274792865 -0.00087142869431214016 0.0010573023032204349 -0.00092226252751285639 0.00071810436352698944 0.0010012253086409788 0.0012475339182716062 -0.0013837969486816739 -0.0013810237074374284 0.00061964351796298903 -0.0013907338798744998 0.0013265844701467527 -0.00072643340977472204 0.00056447760524739362 -0.0013928989946023437 0.00093142705170287665 0.00022946423708050158 -0.001200494601409472 0.00086095797173238312
leaf_weight=0.65659749035694193 0.13047465053386975 0.41367189883021716 1.212079062403064 0.16828240919858217 0.089359763282118254 0.46358607691945508 0.72008021350484375 1.0872449978487555 0.34719404560746614 0.13931371952639893 0.27563110180199113 0.087089326698332914 0.31346378728630941 0.43420901751960617 0.37451449294167094 0.067726074252277613 0.23641056210908573 0.12442832218948752 0.13228685760986991 0.17165885048598284 0.33030364317528393 0.11310084216529503 0.062676014611497188 0.61707764648599484 0.13071276195114467 0.62001865363709019 0.16686461490462534 0.31936281434900626 0.49227721402712632 0.25535764679079875
leaf_count=657 15 127 338 6 18 80 45 114 73 13 35 12 36 35 49 4 22 7 85 188 36 124 3 204 11 294 18 58 372 42
internal_value=0 -0.000173286 0.000420655 -0.000126829 -0.000226195 -3.96325e-05 0.000203907 0.00028202 -0.000311509 -0.000804063 -0.000397131 0.000588356 -4.36642e-05 0.000101768 -0.000205578 -0.000614835 -0.00035093 -0.00102269 -0.000108407 5.52132e-05 -0.000308403 0.000106849 -0.000483377 -0.000625747 -0.000705481 -0.000823717 -0.000373553 0.000867184 -0.000968462 6.95899e-05
internal_weight=0 9.32341 1.42964 8.90974 7.1677 4.84291 2.88057 1.74204 0.65479 0.486508 1.96234 1.29917 2.09763 1.78416 1.34995 2.32479 1.41148 0.913313 0.256715 0.851474 0.615063 0.443404 1.87298 1.59735 1.53467 1.40396 0.783942 0.782949 0.560003 0.975438
internal_count=3121 2756 365 2629 2423 928 345 206 92 86 583 350 207 171 136 1495 746 749 92 370 348 160 565 530 527 516 222 138 376 87
is_linear=0
shrinkage=0.00137286


Tree=518
num_leaves=31
num_cat=0
split_feature=1 47 12 4 48 50 42 160 9 0 48 48 16 4 160 0 15 2 160 475 49 151 15 1213 13 4 43 43 1212 42
split_gain=0.296317 0.216597 0.246153 0.180209 0.258751 0.273209 0.181033 0.165642 0.143254 0.144171 0.130817 0.146705 0.187205 0.240405 0.255241 0.123435 0.123194 0.215742 0.116901 0.116609 0.114613 0.110456 0.120474 0.103178 0.115606 0.166879 0.134346 0.2445 0.222829 0.110221
threshold=0.10060500000000001 0.087885000000000019 -0.040564999999999997 -0.036839999999999991 0.12879500000000002 0.11610000000000001 -0.098769999999999983 -0.079279999999999975 -0.036024999999999995 0.18019500000000002 0.083985000000000018 0.085845000000000019 0.0065250000000000004 0.0052350000000000009 0.088755000000000014 -0.23051499999999997 -0.0063699999999999989 -0.0091949999999999983 0.085330000000000003 -0.083589999999999984 0.0034800000000000005 0.13982000000000003 0.091915000000000011 -1.0000000180025095e-35 -0.0034749999999999994 -0.49405499999999997 -0.084004999999999982 0.016310000000000002 -0.50120999999999993 -0.106335
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 2 -2 -4 5 6 -5 -8 -1 10 15 -12 13 -13 -15 -10 17 -17 -14 -18 21 22 23 -21 25 -25 -27 28 -28 -26
right_child=1 -3 3 4 -6 -7 7 -9 9 -11 11 12 18 14 -16 16 19 -19 -20 20 -22 -23 -24 24 29 26 27 -29 -30 -31
leaf_value=0.0011047647217590361 0.00098941683020555633 -0.00040835119874393537 -0.00053942220865256139 -0.00048857054140247745 -0.00071144543997970643 -0.0010992783746981601 -8.6941291333068218e-05 0.00090914705433196212 0.00046527493781264406 0.00016246377893962911 0.0004063226256609037 -0.0010324444531262986 -0.00015793732517004394 -0.00071512166359012381 0.00083785944857568142 0.00013327674643484808 0.00032307412175242722 -0.0010809527550858671 0.0010677730747614138 -0.0010882027736409145 0.00084820948997778442 0.00062003483083937006 -0.00102779484603804 -0.0011340606229803094 0.000273076717638546 0.00052503686870293358 0.0011643107978179066 0.00040377669645817954 -0.00095334519631186713 -0.00090895801727443337
leaf_weight=0.069341083988547214 0.32246780001150899 1.5311184489983132 0.58528185007162425 0.18196135200560082 0.32796757295727719 0.13661245594266791 0.25494739913847275 0.84071947092888921 0.12753015937050705 0.41384187806397665 0.32640151516534377 0.67699667152191956 0.2886492296529467 0.28780878623365425 0.21790628111921251 0.20234699081629504 0.18672252594842564 1.1236151198318105 0.13327809207839891 0.31868051095807626 0.06685395466047328 0.087100997567176708 0.66166822495142685 0.21418589964741941 0.10613307237508707 0.30502355063799869 0.065334104001523841 0.3616087084665196 0.53510858325171007 0.71642754378262985
leaf_count=13 223 200 110 11 12 21 39 170 23 28 27 169 67 63 14 13 45 663 9 303 14 3 404 13 11 37 1 67 209 139
internal_value=0 -8.42194e-05 0.000103061 -1.97419e-05 0.000154841 0.000355736 0.000511316 0.00067737 -0.000443925 -0.000458391 -0.000495047 -0.000255229 -0.000389796 -0.000610635 -4.59616e-05 -0.000586238 -0.000613325 -0.000895657 0.000229239 -0.000510048 -0.000555295 -0.000583127 -0.000615036 -0.000510896 -0.000431039 -0.000250338 -0.000100954 -0.000299428 -0.000722923 -0.000756443
internal_weight=0 4.18108 2.64996 2.32749 1.74221 1.41424 1.27763 1.09567 7.49256 7.42322 7.00938 1.93104 1.60464 1.18271 0.505715 5.07834 4.95081 1.32596 0.421927 3.62485 3.43813 3.37127 3.28417 2.6225 2.30382 1.48126 1.26707 0.962051 0.600443 0.822561
internal_count=3121 786 586 363 253 241 220 209 2335 2322 2294 349 322 246 77 1945 1922 676 76 1246 1201 1187 1184 780 477 327 314 277 210 150
is_linear=0
shrinkage=0.00108249


Tree=519
num_leaves=31
num_cat=0
split_feature=1 12 47 47 150 0 1446 16 151 147 1 4 151 151 151 3 2 1 47 4 15 4 159 4 403 16 4 3 12 3
split_gain=0.371055 0.24528 0.210299 0.192863 0.185841 0.175376 0.14932 0.133373 0.161731 0.130878 0.118727 0.121611 0.118158 0.113693 0.10895 0.0998662 0.101091 0.0958944 0.128274 0.16406 0.0906843 0.0858295 0.146717 0.0855286 0.0843746 0.0977834 0.0790414 0.177292 0.108174 0.0777115
threshold=0.094385000000000011 -1.0000000180025095e-35 0.090100000000000013 0.10980000000000002 0.081835000000000019 -0.060129999999999996 0.097670000000000021 -0.056919999999999991 -0.055494999999999996 0.088520000000000015 1.0000000180025095e-35 0.053925000000000008 -0.090064999999999992 0.13982000000000003 -0.086654999999999982 -0.10831999999999999 0.113445 0.13471500000000003 0.12794000000000003 0.23246000000000003 -0.074054999999999996 -0.49013999999999996 0.089755000000000015 0.09173000000000002 0.03138500000000001 -0.11227499999999999 -0.51843499999999987 0.097915000000000016 0.092655000000000015 0.092670000000000016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 6 -4 7 10 -2 8 -3 20 13 14 -9 -1 -12 21 26 18 19 -10 -6 -7 -23 -14 25 -16 -17 28 -28 -27
right_child=1 4 3 -5 9 15 -8 12 17 -11 11 -13 23 -15 24 16 -18 -19 -20 -21 -22 22 -24 -25 -26 29 27 -29 -30 -31
leaf_value=-0.00093109431875530225 0.0011358724803437134 -0.00097480285638966544 -0.0011148097813325961 0.00050843829973202831 0.00059464413172195341 -0.0004041128144081757 -0.0012968101744981909 0.00078638497886814203 -0.00061902780986416062 0.0012794648903939653 0.00028386477737395638 0.0005274540491167274 -0.0010058410223121028 0.00029537085263097828 0.00025660436405606634 -0.0010864646592644845 -0.0012861371628480156 0.00092059179110745755 -0.0011040014821026229 0.00055943857224511283 -0.00040992655606850712 0.0010443881907353095 -0.00036551078725258191 -0.00032249079402093286 6.3934208343346998e-05 -0.001000871648570688 6.5958605071965101e-05 0.00101698137871066 -0.0013141798531601612 -9.0335899485671989e-05
leaf_weight=2.4020756504469323 0.54651443249895215 0.2887502850499003 0.20293171098455787 0.28047524607973173 0.25583286216715351 0.30772131332196295 0.043844323139637709 0.083668830629904156 0.29867738977191061 0.17390481912298128 0.22002821144997176 0.18299621337791894 0.84858604051987618 0.12806640547933046 0.13382505896151986 0.14874933680403046 0.20231754179985728 0.18587884758017026 0.16205386427463964 0.52239293552702293 0.33232113090343762 0.28233246807940304 0.20489186118356884 0.45133281615562737 0.22143735842837475 1.1468403913750078 0.2089663795486556 0.17305912461597472 0.16231293691089377 0.17360442772041995
leaf_count=1421 263 28 17 39 49 27 3 7 72 50 32 26 242 16 41 23 90 43 13 51 28 26 18 38 50 325 33 15 16 19
internal_value=0 -8.47756e-05 0.000447292 -0.000172993 -0.000243325 -0.000556339 0.000955204 -0.000392492 -0.000124786 0.000312846 -0.000684501 -0.000459917 -0.000674549 -0.000869015 -0.000555229 -0.000206895 -0.000497368 8.51734e-05 -7.27788e-05 0.000130753 2.70376e-05 0.000120285 0.000451485 -0.000768581 -0.000665406 -0.00077646 -0.000267121 -4.32219e-05 -0.000537399 -0.00088116
internal_weight=0 4.67717 1.07377 0.483407 3.6034 6.29922 0.590359 2.84134 1.45775 0.762059 4.60887 2.07873 1.38359 2.53014 1.89574 1.69035 0.895405 1.169 0.983124 0.82107 0.588154 0.794946 0.487224 1.29992 1.67571 1.45427 0.693088 0.544338 0.371279 1.32044
internal_count=3121 943 322 56 621 2178 266 494 207 127 1930 493 287 1437 467 248 177 179 136 123 77 71 44 280 435 385 87 64 49 344
is_linear=0
shrinkage=0.00126831


Tree=520
num_leaves=31
num_cat=0
split_feature=1 484 51 52 0 14 51 42 402 160 124 403 150 151 3 457 0 3 43 13 151 52 2 376 13 133 47 51 42 160
split_gain=0.412601 0.263236 0.217812 0.207908 0.23507 0.206648 0.23355 0.230301 0.205263 0.192122 0.213225 0.192958 0.20182 0.185787 0.179846 0.264913 0.205956 0.207699 0.297737 0.163779 0.158181 0.192354 0.152119 0.14619 0.141589 0.267124 0.142559 0.187016 0.163741 0.140764
threshold=0.104035 -0.0068949999999999992 -0.10748999999999999 -0.43320999999999993 1.0000000180025095e-35 0.062655000000000016 -0.090529999999999985 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.090969999999999981 -0.084854999999999986 0.092070000000000013 -0.096799999999999983 -0.40381499999999992 -0.10023499999999998 -0.0029299999999999994 -0.14116499999999996 -0.084074999999999997 -0.08287499999999999 -0.47860499999999995 -0.092724999999999988 0.19022000000000003 0.091545000000000015 0.088235000000000008 -0.049279999999999997 -0.25159999999999993 0.10648500000000001 0.123935 -0.11051499999999999 -0.081639999999999976
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -2 13 6 -4 23 -9 11 -11 12 -10 -5 -12 -16 -17 -18 -19 -20 -15 24 -21 -8 25 -22 27 28 -26 -27
right_child=3 2 5 4 -6 -7 7 8 9 10 14 -13 -14 20 15 16 17 18 19 22 21 -23 -24 -25 26 29 -28 -29 -30 -31
leaf_value=-0.0013236081029776793 -0.0015271434213349853 -0.0015261445659158416 0.0010533157417979405 -0.0012509591192973756 0.0015355373056642539 -0.0015333249062998869 -0.00093788332728658014 -0.0015252169918746131 0.0015723742111795002 0.0015309739831144689 0.00049327505403122703 0.0014536955790887833 -0.0014262319607544044 0.0014641920154200591 -0.0015010463699037964 0.00061117121318748045 -0.0015253777864481265 0.00094404033065541466 0.00040240267407802886 -0.00036620085439491865 -0.0015537035733882182 -0.00084293671789805336 -0.0015475016475234396 0.0013962380232198229 -0.00076731771348043988 -0.00070861941593649386 -0.00049472054801555745 -0.00063642889867271488 0.00089379568302602665 0.0011181116889786694
leaf_weight=0.53582235731300798 0.14407070682500478 0.28625561395892685 0.36142330314032545 0.18747236998751748 0.33938789382227685 0.25115948313032266 1.1132969012105585 0.21698772448871562 0.057460643351078033 0.22005407582036962 1.299835273239293 0.076090977410785854 0.50286576656799109 0.24843376869102973 0.31076433826819849 0.84382997755892342 0.26375222529168008 0.49042492575244878 0.46005505579523598 1.0838764192594892 0.10737923113629344 0.3569527578074484 0.325707863565185 0.065262853866442927 0.15922090923413645 0.10693686432205241 0.66207124252105121 0.33565402473323036 0.94862311676843147 1.0342559626296848
leaf_count=427 68 161 52 18 100 58 646 188 2 41 82 4 224 32 76 36 92 37 14 209 7 53 76 5 8 26 42 16 125 196
internal_value=0 -0.00029419 -0.000227161 0.00026516 0.000322716 -0.000180347 -0.000136168 -0.000194816 -7.72194e-05 -2.42771e-05 7.02419e-05 -0.000811167 -0.00111873 0.00022346 6.94449e-06 -0.000160361 -4.02114e-05 -0.000249699 -0.000107133 -0.000382867 0.00029327 0.000214884 -0.00063916 -0.000808631 0.000327459 0.000731877 8.76447e-05 0.000354751 0.000655058 0.000946936
internal_weight=0 8.76493 8.2291 4.63046 4.48639 7.94285 7.69169 7.33027 6.15171 5.93472 5.2983 0.636417 0.560326 4.147 5.07825 3.77841 3.46765 2.62382 2.36006 1.86964 3.95953 3.71109 1.40958 1.17856 3.35414 1.24857 2.10557 1.4435 1.10784 1.14119
internal_count=3121 2430 2003 691 623 1842 1784 1732 1081 893 663 230 226 523 622 540 464 428 336 299 505 473 285 651 420 229 191 149 133 222
is_linear=0
shrinkage=0.00151575


Tree=521
num_leaves=31
num_cat=0
split_feature=1 150 484 1374 0 0 4 52 48 52 52 48 13 159 2 47 50 1 15 48 4 4 2 133 1186 133 133 3 4 0
split_gain=0.0502708 0.0747095 0.0665012 0.0641762 0.0584337 0.0552103 0.0641708 0.0976702 0.054835 0.0494851 0.0482786 0.0473121 0.0463817 0.0459944 0.0432169 0.0519567 0.0650459 0.0490009 0.0821937 0.0657203 0.0563344 0.0449013 0.042448 0.0415755 0.0455852 0.0440717 0.0597188 0.0486164 0.0483535 0.0482079
threshold=0.094385000000000011 0.080470000000000014 -0.0068949999999999992 -0.094929999999999987 -0.23001499999999997 -0.060129999999999996 -0.49405499999999997 0.10347000000000002 0.12879500000000002 0.11434500000000002 -0.43320999999999993 -0.07095499999999999 0.090705000000000008 0.092630000000000018 0.13754500000000003 0.13148500000000005 0.11610000000000001 0.111945 0.050935000000000008 0.10358500000000001 0.09173000000000002 0.053925000000000008 0.10252500000000002 -0.17773999999999998 0.085175000000000015 -0.16271999999999995 -0.0061299999999999992 0.013900000000000001 -0.082109999999999975 -0.10096999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 10 -1 -4 -5 12 7 -7 -3 13 -2 -12 23 -8 15 16 17 18 21 20 -19 -13 -23 -6 25 -25 27 -27 -28 -30
right_child=1 8 3 4 5 6 9 -9 -10 -11 11 14 -14 -15 -16 -17 -18 19 -20 -21 -22 22 -24 24 -26 26 28 -29 29 -31
leaf_value=-0.0034505764900529786 -0.0034480564201398224 0.0022743591068308633 -0.0034872851962236689 0.0017466105564721006 -0.0034447161619087204 -0.0028978453578854561 0.0023256603887985001 0.0013278590392729335 -0.00065071627680943385 -0.0014047231655148229 -0.0026674810948449758 0.0018434116397882598 -0.0033460576895515902 -0.00082312769120483447 0.0018438760395764918 -0.0017781922636910818 -0.0034178775144930486 -0.00059416387327045485 -0.0034633761512881051 -0.0008839065236778171 0.003010049197996861 -0.0020786414943324825 0.00082141796560615587 0.0030428020294684154 0.0022904593988966513 -0.0034443401465981379 0.0012389598216991748 0.002262855795874119 3.4929933335157232e-05 -0.0017636761939764756
leaf_weight=0.084860654432304616 0.048541326570557319 0.31834128284026508 0.074401447473065541 0.16185942738957315 0.060010082837834822 0.14123489527992206 0.28808868175838021 0.11923153055249713 0.099408767782733776 0.07168315176750184 0.072076298194588051 0.15236247883512966 0.080923221770717757 0.067721707586315461 0.16383157032578299 0.17307743906712858 0.053221676356770331 0.065847626145114191 0.078822069883244694 0.11148211095132865 0.23136411225641496 0.11273809516205802 0.12670400850765873 0.036334311327664071 0.064850274555283138 0.1411296313845013 0.16233925920096226 0.020162793865893036 0.36117833866592264 0.34381742773257418
leaf_count=397 115 214 38 29 145 43 101 18 13 31 18 68 100 14 114 38 55 35 59 27 126 32 29 15 34 425 141 4 75 568
internal_value=0 0.000303393 -0.000464278 -0.000348823 -0.000238708 -0.000402766 0.000381714 -0.00096348 0.0015783 0.00120132 -7.97485e-05 4.21291e-05 -0.00082747 0.00172635 0.000195974 -4.82134e-05 0.000272866 0.000496252 -0.000260055 0.00136717 0.00221153 0.000384379 -0.000544036 -0.000656174 -0.00050806 -0.000678475 -0.000809922 -0.0027309 -0.000452691 -0.000842227
internal_weight=0 1.80782 2.27983 2.19497 2.12056 1.95871 0.68796 0.260466 0.41775 0.427494 1.39007 1.34153 1.27075 0.35581 1.26945 1.10562 0.932542 0.879321 0.470627 0.408694 0.297212 0.391805 0.239442 1.18982 1.12981 1.06496 1.02863 0.161292 0.867335 0.704996
internal_count=3121 943 2178 1781 1743 1714 207 61 227 146 716 601 1507 115 583 469 431 376 188 188 161 129 61 1407 1262 1228 1213 429 784 643
is_linear=0
shrinkage=0.00343802


Tree=522
num_leaves=31
num_cat=0
split_feature=1 484 51 42 42 0 474 376 12 43 159 43 124 0 13 131 160 43 43 52 455 39 47 52 151 4 43 15 403 124
split_gain=0.277756 0.19888 0.166698 0.145101 0.156436 0.166826 0.152408 0.151294 0.149915 0.161943 0.207529 0.160087 0.146267 0.137198 0.130974 0.130193 0.13237 0.130565 0.161128 0.152933 0.129943 0.128019 0.173036 0.134628 0.118183 0.119715 0.137879 0.111984 0.199419 0.111296
threshold=0.104035 -0.0068949999999999992 -0.10748999999999999 -1.0000000180025095e-35 0.092145000000000019 0.18019500000000002 0.085860000000000006 0.088235000000000008 0.10832500000000002 0.13895500000000002 0.091530000000000014 -0.12152999999999999 -1.0000000180025095e-35 1.0000000180025095e-35 0.41383500000000001 0.08844500000000001 -0.23055499999999998 -0.088909999999999989 -0.083134999999999987 -0.089199999999999988 0.081825000000000009 0.16946000000000003 0.13148500000000005 0.13796000000000003 -0.29526499999999994 -0.033174999999999989 -0.27207999999999993 0.088345000000000021 0.03138500000000001 -0.51664499999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 6 5 8 7 27 9 10 11 -5 -13 21 20 16 -14 -18 -19 -20 -6 22 23 24 -2 -26 -27 -4 -29 -28
right_child=13 2 3 4 14 -7 -8 -9 -10 -11 -12 12 15 -15 -16 -17 17 18 19 -21 -22 -23 -24 -25 25 26 29 28 -30 -31
leaf_value=-0.0011258506048657355 -0.00095871627866466109 -0.0012753197333853299 -0.0011406471718701623 0.00092486304616439191 -0.00083949642226133724 0.0013000039134693706 0.0010715829990643939 0.0011833284583561987 -0.001324417568710065 0.001144999448609344 -0.0012498584146074139 0.0010379717876208927 -0.00127683495780702 0.0010235107965569376 0.0013466288309570854 -0.0012808486598960523 -0.00090184236973004392 0.00085535775712977809 -0.00099717393354282016 7.7542471851676259e-05 0.00088455193423620155 0.0012985814930459346 -0.0006372072252224455 -0.00060498504638107535 -0.00041750045404332292 -0.00091344391326945399 -0.0013402385791067342 -0.0012748726331034117 0.00080156714591990094 0.0005609701109011517
leaf_weight=0.39059878333500808 0.11918300250545355 0.22148153299349349 0.641212045906286 0.30244456260697994 0.75210761437483586 0.16088443133048702 0.083267592897754983 0.063325558323413134 0.13630610599648196 0.19848580833058793 0.21188628676463839 0.1908694131125247 0.13464132305671483 0.28677929489640508 0.054775498807430267 0.14464958917233151 0.23151373257860797 0.37974561771261806 0.23898693443334429 1.9582130456546922 0.077578358585014939 0.14027746522333462 0.48727270896779362 0.31372251122957084 0.29929383806302423 0.11495789303444626 0.050786960870030984 0.14368224304053001 0.15430049404676538 2.0018708165152854
leaf_count=427 14 161 475 31 333 14 21 5 10 13 48 42 106 135 1 58 64 49 70 312 15 23 48 55 52 8 1 145 30 355
internal_value=0 -0.000246935 -0.000193959 -0.000155693 -6.72199e-05 3.29413e-05 -0.00057721 -0.000714156 -1.64442e-05 2.82226e-05 -3.02185e-05 4.19458e-05 -3.95012e-05 0.00017988 -0.000552887 -0.000106105 -4.83681e-05 1.05263e-05 9.24938e-05 -3.93532e-05 -0.000678292 0.000111292 6.21201e-05 0.000179632 0.000274815 0.00033441 0.000438231 -0.000842095 -0.000199657 0.00051393
internal_weight=0 6.87096 6.48036 6.25888 5.17309 4.28863 1.08579 1.00252 4.12774 3.99144 3.79295 3.58106 3.27862 3.81414 0.884461 3.08775 2.9431 2.80846 2.57695 2.1972 0.829686 3.52737 3.38709 2.89982 2.58609 2.46691 2.16762 0.939195 0.297983 2.05266
internal_count=3121 2430 2003 1842 1166 817 676 655 803 793 780 732 701 691 349 659 601 495 431 382 348 556 533 485 430 416 364 650 175 356
is_linear=0
shrinkage=0.00126831


Tree=523
num_leaves=31
num_cat=0
split_feature=12 1 43 43 122 1 0 3 49 3 15 15 52 3 3 15 49 403 4 11 159 130 4 15 52 160 0 0 160 2
split_gain=0.261371 0.259023 0.206584 0.205027 0.201258 0.200022 0.22473 0.19712 0.209125 0.21919 0.182503 0.242504 0.182798 0.15385 0.169605 0.151217 0.148461 0.13214 0.130418 0.147264 0.14084 0.148054 0.127711 0.201386 0.163811 0.176105 0.152802 0.151984 0.149369 0.13217
threshold=0.084100000000000022 0.12958500000000003 -0.04890499999999999 -1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 -0.084044999999999995 0.10732000000000001 -0.23803499999999997 -0.097604999999999983 0.088235000000000022 0.091915000000000011 0.090245000000000006 -0.016324999999999996 0.31299000000000005 -0.09551999999999998 -0.016249999999999997 0.03138500000000001 0.50822500000000004 0.088215000000000002 0.092630000000000018 -1.0000000180025095e-35 0.0052350000000000009 -0.095869999999999983 -0.087284999999999988 0.086870000000000017 -0.22491999999999998 -0.10474999999999998 -0.082179999999999989 0.11411
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 7 4 -4 5 6 -1 8 -2 16 15 12 17 -5 22 -11 -10 -12 19 20 21 -18 24 27 -15 26 -26 -24 -28 -25
right_child=1 -3 3 13 -6 -7 -8 -9 9 10 11 -13 -14 14 -16 -17 18 -19 -20 -21 -22 -23 23 29 25 -27 28 -29 -30 -31
leaf_value=-0.0012760733177669039 0.00044458607948657744 0.00067281528206151954 -0.0010374532788809745 0.00070238326780742673 -0.0011434541908839195 0.00090139007877688038 0.00045458987491640656 0.00041865678777631261 0.00048764811275698379 -0.00034640870568955115 -0.00037601982460154601 -0.0012712510539278612 -0.0012758245245018177 -0.0011630272377503108 0.00089485664764262461 -0.0012523724007342549 -0.0013058160371459324 0.001041073130885285 0.00095477186908337946 -0.0012958609194123612 -0.0012921295761826371 0.00016826541976744128 -0.00059424029184210571 0.00087299493565553513 0.00083685894967963225 -0.0011427682752153685 -0.0010232433515707767 0.00049571228206175008 0.00018243592647277569 -0.00014674689207867374
leaf_weight=0.16461985548812663 0.38982612686231721 0.4177439153427257 0.31720768946979649 0.471969023070414 0.11851365026086558 1.0583937509509267 0.45233342605934002 0.46822513680672262 0.40134381758980442 0.39389197225682382 0.16581486572977144 0.27801287829788635 0.11246512822981458 0.35654044810507901 0.27471253990370303 1.1970059952436725 0.12922923993028201 0.29269176421803422 0.10795356961898495 0.28866134624695394 0.17940811354492325 0.72174799290951308 0.76309327950002614 0.58731136820279051 0.28424529737094395 0.24842405482195318 0.26240850973408703 0.28178992634639133 0.44660940187168408 0.31364684214349836
leaf_count=100 19 59 103 79 9 263 40 20 40 160 98 358 64 73 106 944 29 32 16 72 41 130 77 38 16 20 23 27 39 26
internal_value=0 -0.000287533 8.86495e-05 -5.35057e-05 0.000453809 0.000566799 -7.19797e-06 -0.000365793 -0.000444645 -0.000525861 -0.000774665 -0.000299824 0.000173175 1.92359e-05 -6.51954e-05 -0.00102806 -0.000193838 0.000528594 -0.000385506 -0.000495197 -0.000270892 -5.55883e-05 -0.000139612 7.85877e-05 -0.00040527 -0.000187687 5.11879e-05 -0.000300296 -0.000263788 0.000517996
internal_weight=0 5.54402 6.40182 4.60796 1.79386 1.67535 0.616953 5.12628 4.65805 4.26823 2.43988 0.848985 0.570972 4.29075 3.81878 1.5909 1.82834 0.458507 1.427 1.31905 1.03039 0.850977 3.54407 1.94584 1.59823 1.24169 0.993263 1.04488 0.709018 0.900958
internal_count=3121 2082 1039 627 412 403 140 2023 2003 1984 1656 552 194 524 445 1104 328 130 288 272 200 159 339 168 171 98 78 104 62 64
is_linear=0
shrinkage=0.00126831


Tree=524
num_leaves=31
num_cat=0
split_feature=1 150 484 52 48 4 4 16 1446 12 40 49 1213 151 49 15 1374 0 51 51 1213 15 10 3 12 42 160 403 402 13
split_gain=0.298633 0.235596 0.180919 0.165257 0.15573 0.150025 0.171286 0.202588 0.134469 0.15513 0.163809 0.1262 0.135395 0.120859 0.156073 0.122453 0.11463 0.174304 0.114549 0.221715 0.127846 0.123685 0.146733 0.164021 0.115962 0.175609 0.187362 0.17416 0.136021 0.175646
threshold=0.094385000000000011 0.080470000000000014 -0.0068949999999999992 -0.43320999999999993 0.12879500000000002 -0.15289999999999995 -0.49405499999999997 0.38525000000000004 0.091555000000000011 -0.064509999999999984 0.57330500000000006 0.006170000000000001 -1.0000000180025095e-35 -0.40381499999999992 0.092185000000000017 -0.47006499999999996 -0.094929999999999987 -0.23091999999999999 0.086310000000000012 0.045645000000000005 0.04198000000000001 -0.0063699999999999989 -0.012544999999999999 0.090900000000000009 0.092200000000000018 0.083995000000000014 -0.079009999999999983 0.093545000000000003 -0.47355499999999995 -0.28558999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 -1 -2 -3 6 7 -4 9 10 -5 12 -7 -11 15 -15 -14 -18 19 20 21 22 -19 -24 25 26 -23 -28 -26 -30
right_child=1 4 5 8 -6 11 -8 -9 -10 13 -12 -13 16 14 -16 -17 17 18 -20 -21 -22 24 23 -25 28 -27 27 -29 29 -31
leaf_value=-0.0014416522952659635 -0.0014409685129987775 0.00099047364960872897 -0.001014434858761718 0.0010623567916821489 -0.00032854033491727327 -0.0012361303815805957 0.00062533271479856564 0.00077643343673731882 -0.0014122444328832427 -0.0013165841652082544 -0.0014848819579335237 -0.0010881134758898208 -0.0014758587966816608 0.0014453872796336524 0.00082156670915120437 -0.00019460116994928083 0.0013327347669897648 0.00073710755402500152 -0.0013958220839277674 0.0010823423323381956 -0.0014413308586377594 0.00092741158503584535 -0.0011700406734557417 0.00075067948371369483 0.0013537966090544408 0.00080390354559173609 -0.0011172214020186036 0.00082161670630597622 0.0013669521017474883 -0.0014520218242690065
leaf_weight=0.28084802905505046 0.16002158619812679 0.92615224971086696 0.38929019757779315 0.4977092582703343 0.22983823873801157 0.29638186290685586 0.73002039076527558 0.19505668233614415 0.12464281285065215 0.14333304960746485 0.057988102082163095 0.47590591125481285 0.14496527981828045 0.098088605387603667 0.43391039397101838 2.0755502283864171 0.1510209308471534 0.13285039225593209 0.16829991895065166 0.26161921327002335 0.18780137738212932 0.20384143787669295 0.64568714206689248 0.10655787587165833 0.058535632444545627 0.5793630208063405 0.42564561552716962 0.12281055119819939 0.053903291234746575 0.29067258775467042
leaf_count=397 115 214 54 185 13 397 73 7 27 18 3 373 22 30 43 295 12 6 79 15 164 22 199 6 5 84 113 13 3 134
internal_value=0 0.000165042 -0.000318197 -1.62409e-05 0.000728222 -0.000262056 0.000162089 -0.000416638 5.0204e-05 0.000105332 0.000796547 -0.000391527 -0.00030497 -3.42989e-05 3.61864e-05 -0.000120594 -0.000226868 -0.000173436 -0.000243693 -0.000180518 -0.000298191 -0.000216247 -0.000652545 -0.000897965 6.35549e-06 0.000210384 -0.000246701 -0.000683076 -0.000667643 -0.00101104
internal_weight=0 4.74723 5.90108 3.59124 1.15599 5.62023 1.31437 0.584347 3.43122 3.30658 0.555697 4.30586 3.82996 2.75088 2.60755 2.17364 3.53357 3.38861 3.23759 3.06929 2.80767 2.61987 0.885095 0.752245 1.73477 1.33166 0.752298 0.548456 0.403112 0.344576
internal_count=3121 943 2178 716 227 1781 134 61 601 574 188 1647 1274 386 368 325 877 855 843 764 749 585 211 205 374 232 148 126 142 137
is_linear=0
shrinkage=0.0014343


Tree=525
num_leaves=31
num_cat=0
split_feature=1 12 42 0 42 131 42 47 50 4 151 394 455 52 38 42 156 1 43 474 14 123 484 52 13 159 4 1 16 49
split_gain=0.278545 0.212506 0.155911 0.159906 0.181983 0.150193 0.154123 0.147826 0.22373 0.203029 0.163134 0.14529 0.150095 0.144848 0.137689 0.133624 0.14418 0.131531 0.160366 0.125736 0.120408 0.138338 0.124143 0.132888 0.210691 0.163407 0.194889 0.199929 0.199174 0.135916
threshold=0.10089500000000001 -0.054684999999999991 -1.0000000180025095e-35 0.18019500000000002 0.092145000000000019 0.084390000000000007 0.091295000000000015 0.096475000000000019 0.11610000000000001 -0.036839999999999991 -0.40381499999999992 0.15288500000000002 0.081825000000000009 -0.15275999999999998 0.13659500000000005 -0.098769999999999983 0.11815500000000002 0.14000500000000002 -0.074359999999999996 0.086870000000000017 0.062655000000000016 1.0000000180025095e-35 -0.0068949999999999992 0.10160000000000001 -0.10664 0.091530000000000014 -0.083854999999999985 0.079415000000000013 0.013515000000000001 0.082865000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 14 19 4 5 6 13 8 9 -3 -11 12 -6 -4 -2 -12 -17 18 -9 -1 21 22 -15 24 -24 26 -26 28 -28 -25
right_child=1 7 3 -5 11 -7 -8 17 -10 10 15 -13 -14 20 -16 16 -18 -19 -20 -21 -22 -23 23 29 25 -27 27 -29 -30 -31
leaf_value=-0.00071712578936052539 0.00097204079338602861 -0.00033104655138855042 -0.00097711335156430712 0.0006494389375412172 -0.0011205417140184202 -0.00109487683156366 0.00086763636565154298 0.00014205863735754806 -0.0011884975920666845 -0.0010238921136741105 -0.00033595710079376229 0.0009180100538410934 0.00078200963978534294 -0.00098671338295666113 -0.0011373264628055831 0.00087203783757506582 -0.0004855592784841389 0.00041364823115684716 -0.0009391614010298687 0.00089789125397243515 -0.0011895694422782729 0.0011810065098350694 0.00088275298534342382 -0.00091742672312280409 0.00083282331298550481 -0.0011877195436634093 -0.0011846864196604105 0.00012705039179524894 0.00063469752737749805 0.00061619758412459046
leaf_weight=1.0403290894246309 0.56842023663921315 0.48435865329520433 0.24395045193523346 0.33703693991992612 0.55111562110687362 0.19671020592795674 0.23834818290924875 0.30220914667006582 0.14167112443828944 0.087108936160804062 0.17543736286461431 0.065007387660443783 0.063488667597994208 0.18356464352837232 0.045918167452327907 1.2138718936912458 0.11782797117484722 0.27007623168174177 0.4998335421842055 0.07068090044776898 0.12169198089395639 0.13022470904979844 0.40522739264997865 0.35792551974736841 0.36309385127970206 0.15697368557448488 0.35990635571942919 1.2956616300070889 0.10722093342337757 0.10193271810567239
leaf_count=744 255 113 129 22 429 113 39 41 26 8 11 2 13 204 4 220 9 19 74 24 37 25 28 99 27 36 211 116 8 35
internal_value=0 0.000181739 -0.00021542 -0.000131456 -0.000184712 -9.49299e-05 -4.65499e-05 6.36931e-05 0.000236222 0.000333327 0.000535175 -0.000747812 -0.000924008 -0.00010348 0.000814378 0.000625285 0.000751918 -0.000293602 -0.000531758 -0.000614381 -4.40058e-05 -3.73518e-06 -5.00454e-05 4.57418e-06 0.000104148 -3.40611e-05 5.11242e-05 -0.000109888 -0.000767079 -0.000577482
internal_weight=0 3.90673 6.39009 5.27908 4.94204 4.26243 4.06572 3.29239 2.22028 2.0786 1.59425 0.679612 0.614604 3.82737 0.614338 1.50714 1.3317 1.07212 0.802043 1.11101 3.58342 3.46173 3.33151 3.14794 2.68808 2.28286 2.12588 1.76279 0.467127 0.459858
internal_count=3121 780 2341 1573 1551 1107 994 521 387 361 248 444 442 955 259 240 229 134 115 768 826 789 764 560 426 398 362 335 219 134
is_linear=0
shrinkage=0.00117172


Tree=526
num_leaves=31
num_cat=0
split_feature=39 42 42 130 457 1456 1375 1 47 1 49 4 3 43 43 3 133 160 130 52 133 33 9 13 457 15 16 49 133 0
split_gain=0.0546942 0.0516185 0.0522819 0.0524097 0.0558207 0.0641572 0.0584057 0.0535306 0.0553585 0.0470255 0.0547801 0.0460102 0.0458408 0.0451727 0.109684 0.102021 0.06544 0.0530502 0.0637644 0.0678272 0.0637835 0.0507465 0.0614975 0.056703 0.0484631 0.0553571 0.0469628 0.0460765 0.0847351 0.0876985
threshold=0.16946000000000003 -0.11466499999999999 -0.106335 1.0000000180025095e-35 0.080930000000000016 -1.0000000180025095e-35 -0.43996499999999994 0.12337000000000002 0.11893500000000001 0.090740000000000015 -0.076109999999999997 0.25615500000000008 0.12178000000000001 -0.067899999999999974 -0.0037449999999999996 -0.034684999999999994 -0.017654999999999997 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.15275999999999998 0.09112000000000002 -0.0066799999999999993 0.091600000000000015 -0.095304999999999987 -0.22896499999999997 0.091915000000000011 0.22339500000000004 -1.0000000180025095e-35 -0.0061299999999999992 -0.084269999999999984
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 -4 -6 8 13 10 -8 -9 -11 15 -15 16 -7 -18 -19 -20 -21 -16 23 26 -25 -26 27 -23 29 -29
right_child=-2 2 3 -5 6 7 9 11 -10 12 -12 -13 -14 14 21 -17 17 18 19 20 -22 22 -24 24 25 -27 -28 28 -30 -31
leaf_value=-0.0024051238050212462 0.0041623064927563957 0.0032872804243231982 -0.004127026697124443 -0.0032071819861301623 -0.001618346282517864 0.0032100226647434958 0.0016321138552995833 0.00026069592077960504 -0.0035894365924986639 0.0035331113219270668 -0.0024750773530748402 0.0033037965567341565 -0.00087244218652665607 -0.0038293985647436047 -0.0041567065983800482 0.0034747770481566554 -0.0029658237831154941 -0.0041354778829555787 -0.0041267762692210677 0.0023142719724077881 -0.0011255295740764649 -0.0011708207973873781 0.0036772155196905607 0.0033389550045589116 -0.0008455266407426307 -0.004141316355626156 -0.0013842978263719384 -0.0037638942217501055 0.0040531388679049558 0.0032445252654955412
leaf_weight=0.17218976982348966 0.049364811682607868 0.075681196089135372 0.073211813245508295 0.0939071086459079 0.11732945062976796 0.083658489342269604 0.17027416849305155 0.27883607242256392 0.091109000004507723 0.22885563927411567 0.081374844827223458 0.12071278053190326 0.04854005687229801 0.17179945375483163 0.057713765214432278 0.15471987735509407 0.13395207861594827 0.057251428988820408 0.048198298183706356 0.24844841523372452 0.14459673421697516 0.088781820748408791 0.065596706699579843 0.041770406780417213 0.80916042086390871 0.096741152947288356 0.13610307892668061 0.063619531234508031 0.17410678965097914 0.057757590431720018
leaf_count=169 23 20 248 298 12 30 39 76 44 99 50 163 24 372 17 101 312 56 112 104 55 29 8 6 398 127 18 62 45 4
internal_value=0 -0.000197458 -0.000102751 -0.000167899 -9.36547e-05 -0.000316736 0.00101001 -0.000227458 -0.000433831 0.00159291 0.000303986 0.00118009 0.00276221 -0.000324679 -0.000703652 0.000442624 -0.000212495 -0.000665217 -4.70141e-05 0.000483465 0.00104881 -0.000366202 -0.000223558 -0.000397857 -0.000997532 -0.00119748 0.000694244 0.00143044 0.00221202 -0.000428921
internal_weight=0 4.186 4.01381 3.93813 3.84422 3.19785 0.646374 3.12463 2.72509 0.529045 0.251649 0.399549 0.277396 2.63398 1.76315 0.870825 0.716105 0.632447 0.498495 0.441243 0.393045 1.59135 1.53364 1.46804 0.947672 0.905902 0.520369 0.384266 0.295484 0.121377
internal_count=3121 3098 2929 2909 2611 2387 224 2139 1900 212 89 239 123 1856 1086 770 669 639 327 271 159 714 697 689 531 525 158 140 111 66
is_linear=0
shrinkage=0.00411771


Tree=527
num_leaves=31
num_cat=0
split_feature=39 52 52 47 1 15 474 13 51 48 47 475 51 0 0 16 51 16 16 3 9 15 42 158 4 16 3 3 147 47
split_gain=0.0491971 0.0502977 0.0560018 0.093393 0.0767452 0.0760494 0.0745716 0.0744481 0.0708943 0.0656345 0.0763064 0.0917898 0.0657507 0.0518889 0.0574783 0.0628983 0.0668498 0.0605444 0.061585 0.074886 0.0743792 0.0663657 0.0618923 0.0603835 0.0702069 0.0941894 0.0515285 0.100024 0.0514604 0.0471921
threshold=0.16946000000000003 0.19022000000000003 0.13389000000000004 0.13148500000000005 0.094385000000000011 0.035560000000000008 -0.14697499999999997 -1.0000000180025095e-35 0.08955500000000001 0.12879500000000002 0.083875000000000019 -0.081629999999999994 0.13705500000000001 -0.23051499999999997 -0.077999999999999986 -0.51370499999999997 0.045645000000000005 -0.091354999999999978 -0.083539999999999989 0.090900000000000009 0.091600000000000015 0.15614500000000003 0.083995000000000014 0.08962500000000001 -0.49405499999999997 0.38525000000000004 -0.088084999999999983 0.097915000000000016 1.0000000180025095e-35 0.10980000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 8 6 -6 -7 13 10 11 -8 -13 -1 15 -15 17 -17 22 20 21 -20 -19 24 25 -16 -26 -28 -3 -12
right_child=-2 28 -4 -5 5 7 9 -9 -10 -11 29 12 -14 14 23 16 -18 18 19 -21 -22 -23 -24 -25 26 -27 27 -29 -30 -31
leaf_value=0.0022510835960807781 0.0032685482209455861 -0.001994036885366814 0.0016637266580147006 -0.0026602952005221015 -0.0033077901555871015 0.0014583004415649531 -0.0021407161637542406 -0.0024273970909147301 -0.0027171979549633195 -0.0012365975472306389 -0.00067901960323779012 0.0027518262609628123 -0.0015894136656354548 0.0018395845155297667 -0.0026505123613738495 -0.0032549958868104906 0.0007309630731946288 -0.0032424497869034843 -0.0027447722883965834 0.0018948978536981965 0.0014604448152650859 0.0032719548895099215 0.0019219254438490039 -0.0032685446441692427 0.0021321367432402824 0.0015797275138010219 -0.0019737583639981978 0.0028390737724519727 0.0025560109280320675 0.0017406795218073766
leaf_weight=0.082049617045414247 0.044710463276714907 0.23931893764165568 0.18993443853651104 0.14767476061388141 0.042193216439045389 0.07777571794213145 0.049930996596230903 0.15385054687430955 0.13227683501190757 0.11473318649223074 0.23532136528956471 0.51247957105078967 0.039359415022772737 0.08408933410828523 0.13515360575183877 0.15882672445786783 0.17747118933402817 0.030836835380796845 0.39543041609976992 0.058961436443496495 0.057997662574052811 0.020187720190733671 0.11492538203674485 0.046264667398645543 0.28407929784043517 0.093155055510578677 0.11320880398488942 0.075357207213528454 0.029222340090200305 0.13171430471629719
leaf_count=16 23 344 54 41 30 58 20 42 137 20 76 443 13 29 50 231 53 124 753 10 8 2 78 54 89 7 247 10 5 54
internal_value=0 -0.000145619 -4.88438e-05 -0.000140078 -3.11798e-05 0.000566403 0.000913937 -0.00112265 -0.000424882 0.00107833 0.00135248 0.00206193 0.00244219 -0.00026761 -0.000379562 -0.000850584 -0.00107354 -0.00145607 -0.00103487 -0.0015451 -0.00197335 -0.00245252 0.000829372 0.000313039 0.000549433 -0.00092448 0.0012614 -5.03917e-05 -0.00149891 0.000189313
internal_weight=0 4.02378 3.75524 3.5653 3.41763 1.35736 1.12573 0.231626 2.06027 1.08354 0.968806 0.60177 0.551839 1.92799 1.84595 1.09873 1.01464 0.837166 0.678339 0.532577 0.473616 0.415618 0.145762 0.747219 0.700954 0.228309 0.472645 0.188566 0.268541 0.367036
internal_count=3121 3098 2749 2695 2654 756 656 100 1898 626 606 476 456 1761 1745 1288 1259 1206 975 773 763 755 202 457 403 57 346 257 349 130
is_linear=0
shrinkage=0.00323683


Tree=528
num_leaves=31
num_cat=0
split_feature=31 1 51 484 151 52 0 151 14 51 1213 52 393 8 13 133 49 51 47 42 160 15 393 12 0 0 52 2 160 454
split_gain=0.0463834 0.0439339 0.0619011 0.0542079 0.0526915 0.0501138 0.055519 0.050329 0.0488348 0.0525069 0.0570891 0.0432218 0.0431807 0.0395174 0.0389417 0.0780215 0.0641432 0.0573732 0.078947 0.0562561 0.045733 0.0365727 0.0363377 0.0341196 0.0495075 0.0372169 0.0559619 0.0753061 0.0686145 0.0662417
threshold=-1.0000000180025095e-35 0.104035 -0.10748999999999999 -0.0068949999999999992 -0.40381499999999992 -0.43320999999999993 1.0000000180025095e-35 -0.092724999999999988 0.062655000000000016 -0.090529999999999985 -1.0000000180025095e-35 0.19022000000000003 0.091220000000000009 -1.0000000180025095e-35 -0.049279999999999997 -0.25159999999999993 0.0093850000000000027 0.123935 0.096475000000000019 -0.11051499999999999 -0.081639999999999976 -0.46743999999999997 -1.0000000180025095e-35 0.10742000000000002 0.18019500000000002 0.041630000000000007 -0.088204999999999992 0.11067500000000001 -0.084454999999999988 0.085470000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 -3 -6 7 -7 9 -5 -11 14 13 -12 15 -9 17 18 19 -16 -17 -21 -15 25 -25 26 -24 28 29 -28
right_child=1 4 3 8 5 6 -8 11 -10 10 12 -13 -14 22 16 20 -18 -19 -20 21 -22 -23 23 24 -26 -27 27 -29 -30 -31
leaf_value=0.0033886061930924589 -0.003373623327576172 -0.0029044002172393664 -0.0027753295208168159 0.0024117360805833623 -0.003375698400085175 0.0032188974995263995 0.0033808570669364994 -0.0034001102132308809 -0.0033774714398421414 -0.0028840399525878273 -0.0034304416671659724 -0.0018400552600004718 -0.003384690284252458 -0.00337659288669304 -0.0018521552455477821 -0.0021331236428267209 0.0020906670158637813 -0.0028734130076377012 -0.0018316608890140678 -0.00071728959906380081 0.002318574421150724 0.002495523728554805 -0.0017177316948130666 -0.0034105717882591952 0.002262181434848081 0.0010848451765721062 -0.0029805253715457268 -0.0027840494858946368 0.00071264840982618251 0.0034087939737973269
leaf_weight=0.04253586147388011 0.077636309879381638 0.054648131743306183 0.09764733686370286 0.087933003424043199 0.037343655076256144 0.068004754444700333 0.075484136799786827 0.034946389729156535 0.053992093246051698 0.088844177458670681 0.038538510445508822 0.10316019445599534 0.045115315111615817 0.035228695862318804 0.060609211563132703 0.028825325465731466 0.13271878455998376 0.096495481266174465 0.17228018891182728 0.051499243949365336 0.28155961193988388 0.18212260538712177 0.20284123151941713 0.067292015068232902 0.023526672623120248 0.39730607528326789 0.10743094290228627 0.089560643498771131 1.0229489516859591 0.02218236424960196
leaf_count=86 216 17 372 47 68 32 72 7 58 435 3 53 84 41 8 21 26 14 32 22 181 72 164 82 4 82 240 32 547 3
internal_value=0 -0.000145912 -0.000415745 -0.000319274 0.000334814 0.000468406 0.000579886 0.000405472 -0.000214213 -0.000137582 -0.000242294 0.00023826 -0.000127914 -5.46999e-05 0.000444204 0.00136827 -1.4468e-05 -0.000510716 -2.20041e-05 0.0010376 0.00190515 0.0017873 1.13952e-05 7.3138e-05 -0.00194104 0.000172431 -7.84453e-05 0.000189254 0.000420296 -0.00188704
internal_weight=0 3.83772 2.45802 2.38039 1.3797 1.32505 1.28771 1.21222 2.28274 2.22875 2.14082 1.14422 2.05197 2.00686 1.04106 0.345331 0.695726 0.563007 0.466511 0.294231 0.310385 0.233622 1.96832 1.93309 0.0908187 1.84227 1.44496 1.24212 1.15256 0.129613
internal_count=3121 3035 2410 2194 625 608 540 468 1822 1764 1717 436 1282 1198 383 209 174 148 134 102 202 94 1195 1154 86 1068 986 822 790 243
is_linear=0
shrinkage=0.00336615


Tree=529
num_leaves=31
num_cat=0
split_feature=1 12 40 159 3 453 51 0 0 15 42 43 4 0 1 3 151 39 16 50 48 0 15 4 16 159 52 4 0 16
split_gain=0.264304 0.166389 0.203175 0.164417 0.158438 0.174283 0.153438 0.165986 0.221341 0.221561 0.17931 0.279788 0.193379 0.159177 0.183776 0.176329 0.152752 0.139707 0.210554 0.168663 0.138302 0.141419 0.134337 0.236972 0.220012 0.132376 0.216851 0.126778 0.123473 0.122295
threshold=0.10089500000000001 -0.064509999999999984 0.57330500000000006 -0.032739999999999991 0.16158000000000003 1.0000000180025095e-35 -0.10748999999999999 -0.077999999999999986 -0.10011499999999998 0.14654000000000003 0.093505000000000019 -0.45785999999999999 -0.51843499999999987 -0.10224499999999999 1.0000000180025095e-35 0.11296500000000002 -0.086654999999999982 0.15619500000000003 0.062650000000000025 0.11534500000000002 0.12879500000000002 -0.17169499999999996 -0.095869999999999983 0.0052350000000000009 -0.095564999999999983 0.092630000000000018 0.11434500000000002 -0.37944499999999992 -0.08824499999999999 -0.083539999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 -1 5 17 -5 8 13 29 12 -12 -9 14 15 -8 -16 18 19 20 21 -3 -18 24 -24 26 -14 -21 -23 -10
right_child=1 4 -4 6 -6 -7 7 10 9 -11 11 -13 25 -15 16 -17 22 -19 -20 27 -22 28 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0010708543418147115 0.00097545249277208694 0.0011428836660988865 -0.001201257232015644 -0.0011620428020572057 0.00080756738174059955 -0.0010889755520690431 -0.0011703341130524382 -0.00067055372726646109 -0.00036416599284981772 0.00079251819205907099 0.0011491515105829582 -0.0010362060119104345 0.00072446346152785354 0.00080665975425415657 0.00078404809653882118 0.00050579767232689847 -0.00071023283429340919 0.0011863357746314102 -0.00055427873898708329 0.00045886392054919547 -0.00053646014596914248 -1.5344145740492971e-05 0.00064465036828548748 0.00088539500227982171 -0.00088205020503219088 -0.00033265693297429967 -0.0007101396649190103 -0.0011676917821092563 0.00078884368302260181 -0.001012577523310967
leaf_weight=0.28085450272919832 0.52593958727084134 0.31919908366399008 0.064318830613046885 0.20098229698487546 0.34955883993825398 0.18919591733720142 0.36437535213190209 0.25532544596353557 0.71097576640022397 0.14133968343958248 0.10089812171645463 0.3495489751221611 1.2061536369292296 0.2603494377835881 0.29689870227593962 0.10896804928779602 0.38199766536126878 0.13925904888310459 0.68202103591465846 0.096218647202476859 0.21175755758304138 0.71883274774882122 0.19346821220824528 0.33033295752829872 0.36258154475944915 0.2672935804584996 0.15943283785600204 0.19151079023140472 0.39558702355134212 0.85775955805002091
leaf_count=334 249 42 3 176 83 17 104 22 409 7 3 172 193 31 24 4 39 23 160 6 13 54 22 36 45 28 25 48 82 667
internal_value=0 0.000173036 0.000738262 -0.000204699 7.17251e-05 -1.56583e-05 -0.000167552 -0.000136064 -0.000278845 -0.000593803 0.0001087 -0.000546696 0.00026505 -4.45663e-05 -0.000153275 -0.000784473 3.76003e-05 5.80668e-05 -2.01508e-06 0.00019283 0.000335628 0.000464443 -0.000137126 0.000109862 -0.00035086 0.000411345 0.000556973 -0.000623761 0.000270119 -0.000718707
internal_weight=0 3.8834 0.590258 6.82954 3.29314 2.94358 6.54868 6.3477 4.00905 1.71008 2.33865 0.450447 1.88821 2.29897 2.03862 0.473343 1.56528 2.75439 2.61513 1.93311 1.64538 1.43362 1.26838 0.886383 0.55605 1.63288 1.36559 0.287729 1.11442 1.56874
internal_count=3121 780 252 2341 528 445 2007 1831 1388 1083 443 175 268 305 274 108 166 428 405 245 191 178 142 103 67 246 218 54 136 1076
is_linear=0
shrinkage=0.00115606


Tree=530
num_leaves=31
num_cat=0
split_feature=1 52 159 12 40 0 1 15 403 3 2 0 151 133 15 1429 4 3 150 15 16 47 16 14 15 4 52 48 147 156
split_gain=0.286384 0.198244 0.160271 0.158717 0.187917 0.151266 0.173244 0.151875 0.16666 0.154997 0.222091 0.176155 0.142375 0.150837 0.135601 0.133712 0.130001 0.237971 0.118711 0.216757 0.116495 0.121137 0.173972 0.147489 0.176784 0.115637 0.220273 0.109067 0.152106 0.103513
threshold=0.099195000000000019 -0.43320999999999993 -0.032739999999999991 -0.054684999999999991 0.57330500000000006 0.041630000000000007 1.0000000180025095e-35 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.084074999999999997 0.10467500000000002 -0.076899999999999982 -0.40381499999999992 -0.25159999999999993 0.090615000000000015 0.084690000000000015 -0.059649999999999988 -0.082974999999999979 0.087790000000000021 -0.08730499999999998 -0.54165499999999989 0.096475000000000019 -0.29154999999999992 -0.46885499999999997 -0.074054999999999996 -0.49405499999999997 0.10347000000000002 -0.086869999999999989 1.0000000180025095e-35 0.085790000000000019
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 4 -3 6 7 18 -9 11 16 -10 -5 -14 15 29 17 -11 -4 -20 -15 23 -23 -22 -25 26 -7 -26 -29 -8
right_child=1 3 5 12 -6 25 14 8 9 10 -12 -13 13 20 -16 -17 -18 -19 19 -21 21 22 -24 24 27 -27 -28 28 -30 -31
leaf_value=-0.0011924278467130549 -0.0012731190898967433 0.00099956743452174457 -0.0012553608535467223 -0.0011978451272923168 -0.0013036238443834202 -0.00099303522868984958 -1.0172870732968989e-05 -0.0012728327863589916 -0.0012782566545787417 0.0011476619823929421 -0.0012959099012865224 0.00034629828128201513 -0.001141033754250103 0.0012844889147176674 -0.0012720851677935304 0.0011284386405585765 0.0011020342839147997 -0.0012794240502769312 0.0011540771116710716 -0.0012820060748636693 -0.00067210897048518997 -0.0012201835910397702 8.8960625393215732e-05 0.00097886652597124193 -0.00083994665142135734 0.00054488213148636455 0.00067665789039452601 4.6566719136690323e-05 0.0012862159581678502 -0.0010638794343817164
leaf_weight=0.28814976067224041 0.14883014804217953 0.60375503511750173 0.6619167657045183 0.12990923353936601 0.06292356550693512 0.28980102101922967 1.9247241521952685 0.24158758642443001 0.295235584009788 0.12688306371273939 0.1231475544773275 0.16873146570287645 0.13770933239720884 0.1557580301014253 0.14532403284101736 0.15506577846826974 0.33205752275534883 0.13320641402970068 0.10479201446287334 0.13373825197049882 0.21017230290454092 0.21663358598016202 0.66312014998402435 0.64815314210136543 0.15528782946057618 0.64435057193622902 0.22638457454741001 0.76252439402741756 0.20124260973534547 0.16264416396734294
leaf_count=329 107 261 548 17 3 50 335 396 114 6 33 23 23 39 145 18 17 88 7 83 18 15 80 136 11 56 7 79 27 50
internal_value=0 0.000163839 -0.000268925 0.00021802 0.000782184 -0.000223588 -0.000324666 -0.000571394 -0.000313132 -0.000116525 0.0002538 -0.000687453 0.000103368 0.000157021 -8.48059e-05 -7.86268e-06 0.00057609 -9.53849e-05 -0.000978913 -0.000211777 0.000216351 0.000158121 -0.000233408 0.000332315 0.00045177 0.000186549 -0.000260754 0.000146477 0.000305416 -9.22759e-05
internal_weight=0 4.09602 6.15774 3.94719 0.666679 5.86959 4.70905 2.3213 1.42085 1.17926 0.715295 0.463967 3.28051 3.1506 2.38776 2.24243 0.592147 0.260089 0.900447 0.23853 3.01289 2.85713 0.879754 1.97738 1.76721 1.16054 0.516186 1.11905 0.963767 2.08737
internal_count=3121 816 2305 709 264 1976 1863 1315 677 281 144 137 445 428 548 403 111 94 638 90 405 366 95 271 253 113 57 117 106 385
is_linear=0
shrinkage=0.00126831


Tree=531
num_leaves=31
num_cat=0
split_feature=39 124 38 42 3 1456 1365 132 1 151 4 47 41 156 11 3 1213 4 124 150 51 1 1 3 12 402 15 12 49 12
split_gain=0.0479633 0.0446737 0.0925941 0.0655761 0.0613356 0.0587858 0.0556861 0.0473334 0.0453531 0.0437374 0.0574771 0.0704816 0.0637566 0.0581327 0.0426929 0.0627591 0.0635533 0.0468078 0.0378008 0.0385898 0.057508 0.041161 0.0484508 0.0731273 0.0992826 0.0625461 0.0591042 0.0533576 0.0499171 0.0442551
threshold=0.16946000000000003 -0.043384999999999993 0.095410000000000009 -0.11051499999999999 0.31299000000000005 0.075120000000000006 1.0000000180025095e-35 0.081465000000000024 0.098700000000000024 -0.5145249999999999 0.24564500000000003 0.12794000000000003 0.078475000000000017 0.10499000000000001 0.081790000000000015 -0.11255999999999998 -1.0000000180025095e-35 -0.51843499999999987 0.0049200000000000008 0.15510000000000004 0.14431500000000003 0.12408500000000001 0.11103500000000001 0.10299500000000002 0.092355000000000007 -0.50169499999999989 0.088235000000000022 0.086850000000000024 -0.087004999999999985 0.084100000000000022
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 8 7 5 6 9 -3 -1 -5 12 -12 13 14 15 -11 -17 -18 19 20 21 22 23 24 26 -26 28 -28 -19 -30
right_child=-2 3 -4 4 -6 -7 -8 -9 -10 10 11 -13 -14 -15 -16 16 17 18 -20 -21 -22 -23 -24 -25 25 -27 27 -29 29 -31
leaf_value=0.00049080380886831775 0.0034054795933987332 -0.003353310360532435 -0.0033363004758820065 -0.0033872272088969245 0.0033789417962225257 -0.0033812000560050235 -0.0033894533428814465 0.0021678035732992937 0.0032193478224964941 0.0012346387923065937 0.0014254773057270137 -0.0024169366007762926 -0.0031750787736435195 -0.0033894468421938623 -0.0029257512282113017 -0.0033772698564846831 -0.003417896550315568 -0.0026086009681964071 0.0033283098313255789 0.0034510538229318103 -0.0033970110236599114 0.0020117301682510179 -0.0024484552602256817 0.0016831960461567703 0.0026309594355249251 -0.0033909665842868446 -0.0026085488765762695 0.0021088314055925719 0.00035500878931591409 -0.0014353225083539806
leaf_weight=0.14529037689499169 0.043771638363978016 0.11801725557325093 0.046789052841631928 0.045282313432838506 0.054737620295781997 0.065589841306063934 0.059488151138793799 0.020767476780747529 0.13243167237123998 0.38783407725714303 0.46076038341561787 0.061544622003566474 0.082212814289959968 0.061769686570187221 0.058443403708224539 0.071115522020596678 0.048105231435333295 0.10165335406782561 0.036945701023796684 0.033869799692183622 0.061163080074947973 0.10173071341705497 0.10213556055532524 0.2352198063963441 0.022330303410853958 0.16135612118523557 0.031343170076070237 0.20977924239559798 0.61268094440672904 0.21113851601876377
leaf_count=59 23 153 26 38 97 227 47 16 174 87 203 11 70 126 46 403 18 47 15 2 50 19 38 45 11 368 35 135 149 383
internal_value=0 -0.000144737 0.00105251 -0.000255206 -0.00016187 -0.000220187 -0.000156548 -0.00252714 0.00179191 -9.64179e-05 -4.91584e-05 0.000972715 -0.000252034 -0.000157743 -7.74716e-05 -8.92316e-06 -0.000245277 -0.000132183 -4.99176e-05 -0.000116151 -0.000181441 -7.15284e-05 -0.000197107 -5.20788e-05 -0.000354365 -0.0026589 8.49573e-06 0.00149563 -0.000378961 -0.000103839
internal_weight=0 3.84153 0.324511 3.51701 3.37823 3.32349 3.2579 0.138785 0.277722 3.19841 3.15313 0.522305 2.63083 2.54861 2.48684 2.4284 2.04057 1.96945 1.92135 1.8844 1.85053 1.78937 1.68764 1.5855 1.35028 0.183686 1.1666 0.241122 0.925473 0.823819
internal_count=3121 3098 259 2839 2670 2573 2346 169 233 2299 2261 214 2047 1977 1851 1805 1718 1315 1297 1282 1280 1230 1211 1173 1128 379 749 170 579 532
is_linear=0
shrinkage=0.00337238


Tree=532
num_leaves=31
num_cat=0
split_feature=1 52 484 1446 12 40 151 0 4 52 1 1374 2 15 403 16 4 150 15 3 2 0 403 16 48 147 52 3 4 3
split_gain=0.251207 0.217198 0.186864 0.182786 0.16036 0.175442 0.148965 0.144599 0.243366 0.197739 0.174448 0.172138 0.193702 0.145305 0.171004 0.145109 0.209542 0.142214 0.220575 0.142145 0.207559 0.163484 0.138531 0.137591 0.126606 0.175448 0.151021 0.124686 0.122591 0.299591
threshold=0.094385000000000011 -0.43320999999999993 -0.0068949999999999992 0.091555000000000011 -0.054684999999999991 0.57330500000000006 -0.40381499999999992 0.024095000000000002 -0.49405499999999997 0.10347000000000002 1.0000000180025095e-35 -0.094929999999999987 0.073895000000000002 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.056919999999999991 0.053180000000000012 0.087790000000000021 -0.08730499999999998 -0.084074999999999997 0.10467500000000002 -0.076899999999999982 0.03138500000000001 -0.54165499999999989 -0.086869999999999989 1.0000000180025095e-35 0.41580500000000004 0.30112000000000005 -0.059649999999999988 -0.082974999999999979
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 4 5 -3 -6 10 9 -9 13 -12 15 17 -15 16 22 -4 -19 21 28 -16 -13 -8 -25 26 27 -26 29 -21
right_child=1 3 7 -5 6 -7 23 8 -10 -11 11 12 -14 14 19 -17 -18 18 -20 20 -22 -23 -24 24 25 -27 -28 -29 -30 -31
leaf_value=-0.0012758467754525307 -0.0012739817192093125 0.00096592424996115665 -0.0012755680668433914 -0.0012443934069179773 -0.0011679155849114117 -0.001306652282346787 0.0012842006329653428 -0.0010324414899063803 0.00072975123309170615 0.00042486325368413624 -0.0013081155982305199 -0.0012859173333526293 0.00038736113294485008 -0.0012720572251074117 -0.0012788549390939056 -0.0011336243496834454 0.0013347459032236714 0.0011448852391629249 -0.0012829530895812373 0.0011695481364927581 -0.0012955061459316677 0.00031024625933643955 0.00032093994524619003 -0.00087836019988099903 0.00010690451909431852 0.0012279677454041372 -0.0009971346363213578 0.0012762432007732774 0.0010320469187190787 -0.0012800570669265919
leaf_weight=0.2734641038259723 0.16699424810940389 0.67979856370948244 0.62937484855501691 0.13647519529331464 0.13614302326459471 0.059421096928417683 0.17381518648471717 0.34143427782692015 0.63415054787765235 0.26682404283201322 0.16008184547536108 0.1824366403525346 1.164302279736148 0.2448782541541733 0.27807370803202502 0.29364196296955913 0.13548504136269912 0.11458823515567929 0.12681558818439953 0.15961401247477625 0.12331375952635426 0.16649574824259616 0.16379419711302035 0.19007101806346449 2.3682738814823101 0.24042922005173739 0.18863602259079915 0.15637200532364648 0.33688763470854588 0.16165270956116728
leaf_count=397 119 280 466 29 19 3 41 34 53 17 12 138 134 392 109 110 8 7 79 6 28 20 40 13 277 39 65 58 28 100
internal_value=0 0.000145352 -0.000251765 0.000200098 0.000247115 0.000783246 0.000132364 -0.000202494 0.000179993 -0.000393167 -0.000309488 -4.40397e-05 6.02856e-05 -0.000547508 -0.000304422 -0.000430862 -2.47497e-06 -0.000958129 -0.00013052 -0.000111154 0.000214573 -0.000683721 -0.000525748 0.000185723 0.00012499 0.000189555 9.75396e-05 0.000179331 0.000497506 -6.30268e-05
internal_weight=0 4.49643 5.95731 4.32944 4.19296 0.73922 3.45374 5.68385 1.24241 0.608258 4.44144 2.09974 1.93966 2.34169 1.47092 0.775358 0.481716 0.870779 0.241404 1.22604 0.781468 0.444569 0.346231 3.3176 3.14378 2.95371 2.71328 2.52465 0.658154 0.321267
internal_count=3121 943 2178 824 795 283 512 1781 104 51 1677 442 430 1235 683 296 186 552 86 291 162 129 178 493 452 439 400 335 134 106
is_linear=0
shrinkage=0.00126831


Tree=533
num_leaves=31
num_cat=0
split_feature=39 9 2 52 160 0 0 52 403 151 15 11 147 52 47 1426 4 4 475 16 2 2 15 16 50 52 151 51 1 12
split_gain=0.0439949 0.043636 0.0475723 0.0593192 0.0542028 0.0603921 0.0584122 0.0514335 0.0523641 0.054758 0.0461347 0.0459085 0.0443876 0.0429673 0.0608078 0.0465692 0.0536518 0.0460734 0.0595553 0.0594831 0.0585507 0.0572299 0.0549905 0.0445015 0.0443418 0.0438015 0.0581417 0.0467287 0.092786 0.0395543
threshold=0.16946000000000003 -0.036024999999999995 0.088225000000000012 0.19022000000000003 0.083670000000000008 -0.10607499999999999 1.0000000180025095e-35 0.13389000000000004 0.10323500000000001 -0.24431999999999998 -0.11713499999999999 0.10221500000000001 1.0000000180025095e-35 0.11434500000000002 0.13082500000000002 -1.0000000180025095e-35 0.27834500000000006 0.033845000000000007 -0.08459499999999999 -0.51370499999999997 0.10672500000000001 0.10584500000000001 0.098485000000000017 -0.069144999999999984 0.11875500000000001 -0.12005499999999998 0.08357500000000001 0.086685000000000012 0.094090000000000021 0.095330000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 4 7 5 10 -7 8 9 -4 -3 13 -5 14 15 -11 17 18 -17 -19 21 25 -22 -21 -18 26 -20 -27 -29 -12
right_child=-2 2 3 12 -6 6 -8 -9 -10 11 29 -13 -14 -15 -16 16 24 19 20 23 22 -23 -24 -25 -26 27 -28 28 -30 -31
leaf_value=0.0035351888749270833 0.0035441161232263748 -0.0018442356539672346 -0.0027057740695535194 -0.0026345773753055053 -0.0029104020782807979 -0.0013414532972734292 0.0017640106222976085 0.0021397795510628326 -0.0033746415140859967 -0.0036001718104086574 0.00052216206280473673 -0.0027757319394922002 0.0035352554892821427 -0.002167068272401916 -0.0035308634396408263 -0.002260092670458287 0.0029682115353943726 0.0011095936583155061 -0.0035274241566397176 -0.0031201777774386612 0.003009903206278293 -0.0033815587266075009 -0.00048306996416156388 0.00084938086127714612 -0.0015184167267014387 0.0015681472646044588 0.0025135303170246916 -0.0020879863833621875 0.0035404397988003972 0.0033991384494364402
leaf_weight=0.039332180182101051 0.040309171912667696 0.073971619316580473 0.077063983073460629 0.13826621736188816 0.12565756329422573 0.73797473703871252 0.083151622713558027 0.16608131897373812 0.051931182674706977 0.031662045266787398 0.23702005652012292 0.057582659523177315 0.016057715052738786 0.076656393515804555 0.044627147784922161 0.075035219249914742 0.18802764870633826 0.12337526237388374 0.061626674562832329 0.13082057404244551 0.25105268807965331 0.04506049603514839 0.07143204173007689 0.047496055561168649 0.03177079651504755 0.48785410419440389 0.028864649648312479 0.1301441593477648 0.05002958548720926 0.078486679936759174
leaf_count=89 23 40 43 201 119 1112 69 43 88 31 72 27 3 60 18 83 156 21 101 95 123 9 43 92 8 254 6 67 10 15
internal_value=0 -0.000145165 -0.000184091 0.000113439 -0.000714578 -0.000486657 -0.00102698 0.000259302 0.000107849 0.000197816 0.000652485 0.000313568 -0.00199259 0.000408416 0.000518166 0.000621171 0.000698761 0.000461684 0.000769928 -0.000765499 0.000971833 0.000464433 0.00223619 -0.00206285 0.00231969 0.000692907 -0.0016005 0.00100357 -0.000525118 0.00123785
internal_weight=0 3.75811 3.71878 2.38252 1.33626 1.2106 0.821126 2.22819 2.06211 2.01018 0.389478 1.93312 0.154324 1.87554 1.79888 1.75425 1.72259 1.50279 1.2011 0.301692 1.12606 0.80358 0.322485 0.178317 0.219798 0.758519 0.0904913 0.668028 0.180174 0.315507
internal_count=3121 3098 3009 1582 1427 1308 1181 1378 1335 1247 127 1204 204 1177 1117 1099 1068 904 696 208 613 447 166 187 164 438 107 331 77 87
is_linear=0
shrinkage=0.00351258


Tree=534
num_leaves=31
num_cat=0
split_feature=1429 1 159 158 14 159 3 4 131 156 133 1447 43 453 159 1213 133 159 159 1374 1374 401 52 52 52 13 403 40 33 9
split_gain=0.0420573 0.0435589 0.0446796 0.0593916 0.0444768 0.0425414 0.0451074 0.0466279 0.0420298 0.0406557 0.0433015 0.0428402 0.043916 0.0480327 0.0404754 0.0612087 0.0491578 0.0399003 0.0380381 0.0363577 0.0485924 0.0355516 0.0373572 0.0515393 0.0607819 0.0550109 0.0364665 0.0477487 0.0343534 0.0530637
threshold=-1.0000000180025095e-35 0.10060500000000001 0.085545000000000024 0.11001500000000002 0.062655000000000016 -0.032739999999999991 -0.15121499999999996 -0.46376499999999993 0.10100500000000001 0.091335000000000013 -0.40071499999999999 -1.0000000180025095e-35 -0.40263499999999991 1.0000000180025095e-35 0.091530000000000014 0.091280000000000014 -0.17773999999999998 0.088450000000000015 0.082585000000000006 -0.094929999999999987 -1.0000000180025095e-35 0.10076500000000001 0.15915500000000002 0.14295500000000003 0.11434500000000002 -0.091904999999999987 -0.081904999999999992 -0.080519999999999994 -0.0066799999999999993 0.091600000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 4 9 -4 5 -2 7 -7 14 10 -3 -12 -13 -14 16 -16 -8 18 19 -18 -21 22 23 24 25 -22 -27 -28 -29 -30
right_child=1 2 3 -5 -6 6 8 -9 -10 -11 11 12 13 -15 15 -17 17 -19 -20 20 21 -23 -24 -25 -26 26 27 28 29 -31
leaf_value=-0.0023692050088267376 -0.0029167656546428586 -0.0033329396327731694 0.0030548285603167222 -0.003233477606113336 -0.0033142092638844631 -0.0005378377751404542 -0.0033099010810149418 0.0026792589987485694 -0.0033232077358191095 -0.0028530440451878898 -0.0025867451165281813 -0.0025270990236899251 0.00094158748950371623 -0.001885787337388687 -0.003169765529616697 0.0033373589850029931 -0.0020719158115768159 0.0025155656504597694 -0.0033190130458585774 0.0030280834952179044 0.0014264638380727054 -0.0033092697684173489 -0.002865043525233083 0.0033648138001722144 -0.003345990213480463 -0.0033080617355383661 0.002779747868087535 -0.0033249106866065788 -0.00033090005013498532 0.0034513083480263128
leaf_weight=0.086578363147055248 0.063288723992628859 0.033839968462416326 0.12095877460342297 0.018973865155203384 0.052874560868076403 0.085210412566084415 0.051159461554563079 0.11640106498089298 0.049685146053889295 0.044996375774644437 0.048151572998904046 0.046866987831890028 0.94283679574800794 0.070520066394237801 0.098298131528281263 0.018805074039846659 0.091028178823763795 0.065059732096415135 0.039684207589743781 0.058624310418964654 0.28973459889311948 0.035448997093226242 0.04669933224977274 0.052075446350499877 0.056311107689907547 0.039901976475449352 0.059588181058644496 0.038614118559054278 0.7875807978662035 0.042702614679001272
leaf_count=154 302 16 152 20 87 14 140 37 143 34 32 13 441 23 162 2 42 22 48 6 92 124 72 4 41 276 27 16 577 2
internal_value=0 -3.82515e-05 0.000436108 0.00220218 -0.000319451 -0.000247011 -0.000167409 0.00131956 -0.000323468 0.000227947 0.000349319 0.000461743 0.000600194 0.000744829 -0.000243822 -0.00212482 -0.000118256 -2.23793e-05 -0.000123184 -4.38356e-05 7.86448e-05 -4.07132e-05 4.12755e-05 0.000140597 1.2859e-05 0.000163195 -0.000214766 -8.18311e-05 -0.000278076 -0.000136376
internal_weight=0 3.56592 1.32714 0.139933 2.23878 2.1859 2.12261 0.201611 1.921 1.18721 1.14222 1.10838 1.06022 1.01336 1.87132 0.117103 1.75421 1.70305 1.63799 1.59831 1.50728 1.44866 1.41321 1.36651 1.31443 1.25812 0.968388 0.928486 0.868898 0.830283
internal_count=3121 2967 731 172 2236 2149 1847 51 1796 559 525 509 477 464 1653 164 1489 1349 1327 1279 1237 1231 1107 1035 1031 990 898 622 595 579
is_linear=0
shrinkage=0.00330452


Tree=535
num_leaves=31
num_cat=0
split_feature=15 39 457 1456 124 38 3 454 42 1456 155 132 158 3 1213 49 13 4 13 15 15 4 33 1373 1 3 42 3 1 4
split_gain=0.0397045 0.038661 0.0403042 0.0504677 0.0452779 0.0920025 0.0521057 0.0493612 0.0506774 0.0447543 0.044059 0.0438047 0.0459682 0.0572381 0.0564985 0.0559683 0.0465672 0.0476944 0.0456363 0.0555068 0.0560043 0.0541691 0.0452741 0.0408741 0.056457 0.0488018 0.0646214 0.044907 0.0457362 0.0366566
threshold=-0.49307999999999996 0.16946000000000003 0.080930000000000016 -1.0000000180025095e-35 -0.043384999999999993 0.095410000000000009 0.31299000000000005 -1.0000000180025095e-35 -0.11051499999999999 0.075120000000000006 0.088610000000000008 -1.0000000180025095e-35 0.094850000000000004 -0.10519499999999998 -1.0000000180025095e-35 -0.049039999999999993 0.18141000000000002 -0.51843499999999987 -0.16152999999999998 0.079055000000000014 0.19724500000000003 -0.49013999999999996 -0.0066799999999999993 -1.0000000180025095e-35 0.096255000000000021 0.090900000000000009 0.091465000000000005 -0.082039999999999988 0.083135000000000014 -0.0035949999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 -5 7 -6 -9 10 11 -10 13 18 -15 29 17 -17 -13 21 -21 -20 -19 -4 25 26 27 28 -25 -16
right_child=1 -3 23 4 6 -7 -8 8 9 -11 -12 12 -14 14 15 16 -18 22 19 20 -22 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=0.0042038260255589013 -0.0041979534220082382 0.0042246283954805461 -0.0021226101233018423 0.0028410626407991196 -0.004210950686028227 -0.0042310584854480708 0.0041991617528521919 -0.0032857659518672057 -0.0033326042341703214 -0.0042008876725701111 -0.0042044044013142918 -0.0022291060173989844 -0.0035884717713643849 -0.0041993851372403154 -0.003780554186813897 -0.0042402780785869123 -0.0042354883447848586 -0.0042144657905889291 -0.00013678408703698389 -0.0040026232822372261 0.0029934086954179389 0.0034293703677998918 0.00062583438308695249 -0.0020391304456983529 0.0032577301198340653 0.0027218795262685647 0.0039885686972358416 -0.0035311737574454205 0.0038331383119328049 -0.00069219317347483651
leaf_weight=0.037044920369226353 0.060384465086828487 0.034999782641534583 0.073524117975466652 0.17409320601837164 0.063215639527700929 0.039674416626439779 0.041170236117977654 0.10675984712452535 0.074196822036360799 0.051445267444705567 0.048437476706567284 0.058115786363487132 0.062959437531389884 0.06396020778175282 0.10802169161979691 0.038723444275096219 0.040377668759902119 0.034958922828087213 0.10435570326808374 0.052686304610688239 0.032494797953404486 0.26432052666496453 1.1685352589756446 0.056252723748912103 0.16276643379387679 0.10120725381420925 0.042270541627658531 0.10981436781003129 0.03976589537342079 0.17998637212440916
leaf_count=85 277 17 20 152 59 23 64 139 269 211 161 15 62 290 57 12 14 16 14 50 4 90 739 60 102 14 7 42 10 46
internal_value=0 -0.000158055 -0.000202459 -0.000406988 -0.00032548 0.00152851 -0.000478221 -0.000553634 -0.000460795 -0.000334265 -0.00024897 -0.000165074 -5.87059e-05 4.48246e-05 -0.000338195 -0.000180955 0.00019395 0.000337926 0.00126768 0.00171544 -0.00133378 0.00241995 0.000485234 0.000799532 0.00121909 0.000269161 -0.00073136 -0.00170066 0.000392856 -0.00185053
internal_weight=0 3.48947 3.45447 2.86887 2.80849 0.213768 2.59472 2.55355 2.49034 2.38358 2.33213 2.28369 2.2095 2.14654 1.63456 1.5706 1.2826 1.24222 0.511973 0.453857 0.0851811 0.368676 1.20349 0.585601 0.512077 0.349311 0.248104 0.205833 0.0960186 0.288008
internal_count=3121 3036 3019 2764 2487 175 2312 2248 2189 2050 1839 1678 1409 1347 1174 884 781 767 173 158 54 104 755 255 235 133 119 112 70 103
is_linear=0
shrinkage=0.00419107


Tree=536
num_leaves=31
num_cat=0
split_feature=31 15 156 1213 475 403 1426 4 1374 11 1 51 43 4 52 131 3 51 12 15 48 9 48 49 16 13 2 0 15 0
split_gain=0.0367346 0.0358744 0.0350647 0.034736 0.0557486 0.0359957 0.0351941 0.0431562 0.0492138 0.0452227 0.0386988 0.0466264 0.047417 0.0605596 0.0530453 0.0500516 0.049265 0.06337 0.0519314 0.0527644 0.0530209 0.0891309 0.0451702 0.0769073 0.0422291 0.0669348 0.0418462 0.0470817 0.0638667 0.0515623
threshold=-1.0000000180025095e-35 -0.49307999999999996 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.086004999999999984 -0.083259999999999987 -1.0000000180025095e-35 0.50822500000000004 0.093235000000000012 0.088215000000000002 0.10060500000000001 -0.096089999999999981 -0.15582499999999996 -0.51843499999999987 0.19022000000000003 0.08844500000000001 0.092670000000000016 0.089005000000000015 0.092355000000000007 -0.0063699999999999989 0.083985000000000018 0.091600000000000015 0.085845000000000019 0.10247500000000002 0.22339500000000004 0.18141000000000002 0.092235000000000025 -0.13843999999999998 1.0000000180025095e-35 -0.084269999999999984
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 -4 -5 -7 8 9 10 11 -8 24 -14 15 16 17 18 19 20 21 -15 -22 -24 25 -13 27 -21 -29 -30
right_child=1 2 3 5 -6 6 7 -9 -10 -11 -12 12 13 14 -16 -17 -18 -19 -20 26 22 -23 23 -25 -26 -27 -28 28 29 -31
leaf_value=0.0033950361597285383 0.0033842927398555849 -0.0033790234274626791 0.0033909669239077463 -0.0022223842670704248 -0.002977392555711506 -0.0034334446045374721 -0.0033809137909223252 0.0027491628850553522 -0.0026748666103296416 -0.0018317194709623708 0.00069779457729840207 0.0021552040063643045 -0.0034258807037495158 -0.0033147960126203137 -0.0033873866046298037 -0.0030312706285082259 0.0016805366668617408 -0.0031954439593618713 -0.0020537341694833846 0.0027355229491754572 0.0020002618865535915 0.0020725596454153842 -0.0024824950767260981 0.0024378400299704937 0.0033997876346948614 -0.0033861473962570883 0.0025304792163561127 -0.0029095409268910517 -0.0017345355843223994 0.0017312672854708142
leaf_weight=0.034177258638010577 0.032916596986979463 0.038013051510462303 0.018697548657655716 0.084769720647729918 0.096245423989332113 0.033500073664984309 0.049210729131122899 0.065748737650210276 0.077176784398034104 0.13773994907387521 0.95860979720964667 0.069308311663921152 0.065221770837527671 0.13550815112194181 0.054039821206970262 0.058831609574553911 0.2036217547392879 0.071529597377320786 0.11629255803654803 0.081309494438755792 0.11797084617137443 0.047145944321528077 0.10313681235129479 0.0557324043038534 0.080479091469896957 0.038683986975229345 0.15393399160529952 0.072971928553651866 0.069444247112187441 0.16518965990690049
leaf_count=86 62 163 4 358 486 55 169 68 42 76 431 20 15 201 195 63 38 73 120 16 19 3 82 18 9 42 34 37 57 79
internal_value=0 -0.000121565 -0.000156324 -0.000118998 -0.00194146 -5.2856e-05 6.8098e-06 4.46107e-05 -1.4999e-05 5.56432e-05 0.000149555 -0.000140872 -5.02969e-05 -0.00024209 -0.000104266 1.78711e-05 0.000146575 -0.000115866 8.10536e-05 0.000328733 -0.000512882 -0.00192423 0.000418302 -0.000756408 0.00154928 0.000170233 0.00104112 0.000451623 -0.000152081 0.000705499
internal_weight=0 3.35298 3.32006 3.28205 0.114943 3.16711 3.08234 3.04884 2.98309 2.90591 2.76817 1.80956 1.76035 1.57188 1.50666 1.45262 1.39379 1.19017 1.11864 1.00234 0.459494 0.182654 0.27684 0.158869 0.188471 0.107992 0.542849 0.388915 0.307606 0.234634
internal_count=3121 3035 2973 2810 490 2320 1962 1907 1839 1797 1721 1290 1121 1050 1035 840 777 739 666 546 323 204 119 100 71 62 223 189 173 136
is_linear=0
shrinkage=0.00337483


Tree=537
num_leaves=31
num_cat=0
split_feature=1 12 40 484 42 52 0 2 47 50 4 48 43 42 43 4 0 42 49 52 1374 3 14 1186 455 0 0 0 0 151
split_gain=0.214378 0.151866 0.128332 0.128177 0.117034 0.124521 0.108648 0.129661 0.106214 0.170789 0.140455 0.15737 0.124814 0.096809 0.115693 0.112153 0.169996 0.120071 0.149514 0.139368 0.106926 0.13618 0.095815 0.0950228 0.113058 0.0921494 0.15593 0.0970584 0.119943 0.0933284
threshold=0.10060500000000001 -0.054684999999999991 0.57330500000000006 -0.0068949999999999992 -1.0000000180025095e-35 0.19022000000000003 -0.077809999999999976 0.097070000000000004 0.096475000000000019 0.11610000000000001 -0.033174999999999989 0.12879500000000002 -0.25681499999999996 0.092145000000000019 -0.50216499999999986 -0.49405499999999997 0.041630000000000007 0.091295000000000015 -0.086009999999999989 -0.10286999999999999 -0.094929999999999987 0.084940000000000015 -0.46885499999999997 0.090275000000000008 0.081825000000000009 -0.084269999999999984 -0.091069999999999984 -0.083914999999999976 -0.077999999999999986 -0.086824999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 -1 6 13 -5 -8 9 10 -3 12 -12 15 -15 -6 17 18 -17 -20 -21 25 -14 24 -16 26 29 -27 -29 -22
right_child=1 8 -4 4 5 -7 7 -9 -10 -11 11 -13 22 14 23 16 -18 -19 19 20 21 -23 -24 -25 -26 27 -28 28 -30 -31
leaf_value=-0.0011616217212258087 0.0011286241831147048 -0.00033810290485124109 -0.0013803671476312251 -0.0010334867937119225 -0.00094019897172764133 -0.0010633309093632261 0.00055677382652735143 -0.001105989508064916 -0.00030606482983474621 -0.0013611099129301745 -0.00086465463483445049 -0.00063571980903856084 -0.00023091888260495653 0.00093567631505164946 -0.0011897479685273574 -0.00098123475728716342 0.00090727701721165328 0.0010396481214469202 -0.001301493933975408 -0.00084362230111423558 0.0010687794248463302 0.00083032577460085875 0.0010765727295931064 0.00092764289325042112 0.00090628016389966075 0.0013362882428805492 -0.0013540184689661569 -0.0013503981826538823 0.00055978994665368013 -0.0002176869386868701
leaf_weight=0.25787612059502851 0.43338001616211874 0.36924296036158955 0.040371209848672152 0.51178540956971119 0.19043606785271583 0.22508792029111635 0.2254427874504471 0.13633543421019567 0.8422234262106939 0.1077998871624003 0.076092439470813122 0.15992952403030347 0.11491093717631928 0.084589719830546528 0.41704579175711831 0.29698437656043308 0.43078539185808029 0.18434240013448278 0.13143938998109828 0.18470747463288972 0.12890855019213632 0.4961423655040561 0.87215480576560256 0.054141991771757603 0.05248563049826771 0.15765822066168766 0.18651436221261974 0.082423866646422539 0.21457331249256961 0.49227720807539421
leaf_count=417 256 121 3 545 47 187 68 107 135 27 6 12 11 10 288 51 38 27 95 38 15 32 215 3 12 13 174 61 32 75
internal_value=0 0.000215175 0.000914818 -0.000236809 -0.000187979 -9.07417e-05 -0.0006344 -6.98354e-05 8.48011e-05 0.000278431 0.000389427 0.000609064 0.000796315 -3.29104e-05 -0.000524838 6.12676e-05 0.000125121 -6.70388e-06 -8.80349e-05 3.98262e-05 0.000130554 0.000232878 0.000924359 -0.000760757 -0.000955448 -1.93577e-06 -0.00027477 0.000482756 2.96668e-05 4.92807e-05
internal_weight=0 3.01611 0.473751 5.14198 4.88411 4.01054 0.873564 0.361778 2.54235 1.70013 1.59233 1.22309 1.06316 3.78546 0.608263 3.17719 2.98676 2.55597 2.37163 2.07464 1.94321 1.7585 0.987066 0.523673 0.469531 1.26236 0.8077 0.454655 0.296997 0.621186
internal_count=3121 786 259 2335 1918 1198 720 175 527 392 365 244 232 1011 313 698 651 613 586 535 440 402 226 303 300 370 264 106 93 90
is_linear=0
shrinkage=0.00134594


Tree=538
num_leaves=31
num_cat=0
split_feature=124 38 3 1365 1456 1 401 151 4 47 128 41 156 483 14 11 43 4 0 0 1 2 1 1374 133 1 3 130 12 133
split_gain=0.0348421 0.0725159 0.0487773 0.0457939 0.043275 0.0387933 0.0363359 0.0359383 0.0441131 0.0529167 0.0519566 0.0533153 0.0486297 0.0389029 0.0382366 0.0378435 0.0355803 0.082634 0.0550725 0.0371951 0.0549593 0.0638219 0.0643877 0.054993 0.0514223 0.0492391 0.0764184 0.0574365 0.0432551 0.0418108
threshold=-0.043384999999999993 0.095410000000000009 0.31299000000000005 1.0000000180025095e-35 0.075120000000000006 0.098700000000000024 0.10076500000000001 -0.5145249999999999 0.24564500000000003 0.12794000000000003 0.086435000000000012 0.078475000000000017 0.10499000000000001 0.08833000000000002 -0.46885499999999997 0.082245000000000013 -0.51144999999999985 -0.49405499999999997 -0.019414999999999998 -0.052984999999999997 0.094465000000000007 0.092875000000000013 0.092695000000000013 -0.094929999999999987 0.10275500000000001 1.0000000180025095e-35 -0.084074999999999997 0.15486500000000003 -1.0000000180025095e-35 -0.11008499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 3 4 6 -1 7 -2 10 14 11 12 13 15 -10 16 -9 -18 19 20 21 22 23 -19 -23 26 27 -25 -27 -28
right_child=2 -3 -4 -5 -6 -7 -8 8 9 -11 -12 -13 -14 -15 -16 -17 17 18 -20 -21 -22 24 -24 25 -26 28 29 -29 -30 -31
leaf_value=0.00053119609979632404 -0.003744611372157518 -0.0036773704106419303 0.0037368143953205534 -0.0037470270054533183 -0.0037385487783651561 0.0035626813933517586 -0.0037367844810254586 0.0026076242559352303 -0.0014262068344246498 -0.0024435142616584639 -0.0037488547013787609 -0.0034945025189499724 -0.0037450925501929734 -0.0029135019849389691 0.0018527783011806447 -0.0031159803090778813 -0.0028777483128041696 -0.0037575391255487067 0.0017977071360698621 -0.0018991634420097805 0.0014064658259592565 -0.0033300284795970501 -0.0037745163366054426 -0.0037421818807763184 0.0018549776671470659 -0.0033661584004639191 -0.0037381049777206804 0.0037935139539990309 0.0018050396751100454 0.0013543079900554475
leaf_weight=0.12603949796175618 0.037093241877303451 0.036934720239514718 0.043027416053519008 0.051644687209772999 0.047412056801931501 0.11008909252450394 0.038679974100887082 0.080352431934448076 0.057078808189544361 0.055817714193835855 0.057991487916296935 0.065313161740050307 0.049108806264484772 0.061560316694340034 0.37313826754689206 0.049851824795041355 0.12365837738980601 0.041962466169939483 0.27965667159877594 0.13150014463099058 0.37252342824467621 0.13924648879674351 0.054730213167204056 0.10754464106685557 0.03292134947150771 0.023890545940957963 0.024975810507385177 0.016200874000787735 0.39166533232946676 0.22139340758166748
leaf_count=59 40 26 99 56 228 174 153 17 16 12 167 66 127 133 202 45 51 26 62 64 151 178 43 330 76 11 73 1 220 215
internal_value=0 0.00118413 -0.000207384 -0.000264201 -0.000202923 0.00194455 -0.000144876 -9.61125e-05 -4.79864e-05 0.000974303 -0.000261597 -0.000172432 -7.39296e-05 9.78307e-06 0.00141774 9.58022e-05 0.000174204 7.45379e-05 0.000273141 -4.16731e-07 0.000174549 -0.000260638 0.000144811 0.00040399 -0.00233857 0.000626257 -0.000363457 -0.0027556 0.00150774 0.000838062
internal_weight=0 0.273063 3.02994 2.98691 2.93527 0.236129 2.88786 2.84918 2.81208 0.486035 2.32605 2.26806 2.20274 2.15363 0.430217 2.09207 2.04222 1.96187 1.83821 1.55855 1.42705 1.05453 0.882363 0.827633 0.172168 0.785671 0.370115 0.123746 0.415556 0.246369
internal_count=3121 259 2862 2763 2707 233 2479 2326 2286 230 2056 1889 1823 1696 218 1563 1518 1501 1450 1388 1324 1173 919 876 254 850 619 331 231 288
is_linear=0
shrinkage=0.00373103


Tree=539
num_leaves=31
num_cat=0
split_feature=124 38 3 1213 475 1456 1365 4 151 156 403 1374 133 52 160 150 42 39 131 1 133 151 47 14 0 49 1374 1 1 403
split_gain=0.177831 0.233909 0.180558 0.132921 0.16438 0.136609 0.131738 0.148482 0.194504 0.127996 0.135427 0.126376 0.115022 0.113082 0.122683 0.183045 0.137462 0.119087 0.142804 0.107517 0.103001 0.0982093 0.0966493 0.14258 0.0889883 0.0835441 0.0790119 0.126593 0.10158 0.112752
threshold=-0.043384999999999993 0.095410000000000009 0.31299000000000005 -1.0000000180025095e-35 -0.086004999999999984 0.075120000000000006 1.0000000180025095e-35 0.27044500000000005 -0.24462999999999999 0.10499000000000001 -0.083259999999999987 0.093235000000000012 -0.25159999999999993 -0.10925999999999998 -0.098904999999999979 -0.22665999999999997 -0.11051499999999999 0.16946000000000003 0.10340500000000001 0.10089500000000001 -0.030254999999999994 0.08357500000000001 0.10954500000000002 -0.46885499999999997 0.15398500000000004 -0.043469999999999995 -0.094929999999999987 0.092695000000000013 0.08844500000000001 0.097240000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -2 6 7 9 -9 10 -5 12 24 17 15 -15 -16 18 21 26 -17 -14 23 -10 -12 -21 -18 28 29 -28
right_child=2 -3 -4 5 -6 -7 -8 8 22 -11 11 -13 13 14 16 20 19 -19 -20 25 -22 -23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=0.00083626387629261428 0.0013653434970365465 -0.0013344806601701528 0.001353219547748177 -0.0011169778956051041 -0.0012609522252289979 -0.0013532809058636895 -0.0013623065056030824 -0.0013671394646537251 -0.00035238050403364887 -0.0013578289194545875 -0.0013595852033531967 -0.0013740072693351438 -0.001167858502399923 0.0013779869741291529 -0.001234949681344893 0.00047369839240418292 -0.00075884758117755887 0.0013748095988695191 0.00099062864677600636 0.0011992551002519805 -0.0013579362241966709 0.00014824554665812746 -0.00046683319374981903 0.0011582930160146732 0.00054546931746552027 0.00033012907524718145 0.00018036438216867607 -0.00070912891397727001 0.00076508100349923327 -0.00097553962944088753
leaf_weight=0.67180335016746529 0.049598544836044312 0.10411502822535113 0.14612765952188045 0.23283773817092868 0.3396333178570784 0.15918785233588995 0.14512752724112932 0.09643467899877578 0.14272434121812694 0.1528633040798012 0.19570629176450882 0.13167724740924303 0.46500279230531294 0.070287772454321384 0.12646762390795618 0.069213506212690845 0.19560495008772738 0.057544452603906393 0.084977595834061503 0.2831378499395214 0.28670505734771712 0.13224577170331031 0.11875536522711627 0.55326569733733766 0.057642385130748153 0.69102611200651143 2.0021185416626408 0.29703203072131135 0.50112968987377815 0.16594852245179925
leaf_count=233 4 26 99 306 482 227 47 9 15 126 144 24 262 4 34 18 42 7 5 43 213 12 12 156 4 61 343 59 69 35
internal_value=0 0.000544987 -0.000130898 -0.000158689 -0.000926292 -0.000118393 -9.12994e-05 -6.53572e-05 0.000442582 -0.000140016 -0.000109227 -6.88655e-05 -3.86185e-05 2.80287e-06 8.00598e-05 -0.000609295 0.000148989 -0.000486852 -0.000643879 0.000191306 -0.00100175 -0.00087644 0.000656784 0.000848504 -0.000926143 0.000582738 7.07052e-05 0.000125409 0.000218278 9.1889e-05
internal_weight=0 0.775918 7.95002 7.8039 0.389232 7.41466 7.25548 7.11035 0.91118 6.19917 6.04631 5.81347 5.68179 5.42844 4.68867 0.426206 4.26247 0.739771 0.682226 4.136 0.355919 0.597249 0.814745 0.69599 0.253349 0.974164 3.16183 2.96623 2.6692 2.16807
internal_count=3121 259 2862 2763 486 2277 2050 2003 192 1811 1685 1379 1355 1207 921 235 686 286 279 652 231 274 183 171 148 104 548 506 447 378
is_linear=0
shrinkage=0.00134758


Tree=540
num_leaves=31
num_cat=0
split_feature=14 3 124 457 484 3 39 38 1213 1373 13 403 0 1375 14 13 132 52 3 4 43 13 1 457 15 16 41 4 13 2
split_gain=0.178787 0.23916 0.187141 0.178407 0.187938 0.1859 0.175963 0.17087 0.163141 0.151501 0.142764 0.142742 0.147366 0.153681 0.145689 0.182191 0.139451 0.131788 0.127905 0.278241 0.148888 0.162372 0.112178 0.108144 0.105999 0.207403 0.105311 0.126459 0.108351 0.112771
threshold=0.076175000000000007 0.30112000000000005 -0.043384999999999993 0.080930000000000016 -1.0000000180025095e-35 -0.10519499999999998 0.16946000000000003 0.095410000000000009 -1.0000000180025095e-35 -1.0000000180025095e-35 0.18141000000000002 0.03138500000000001 -0.10096999999999999 1.0000000180025095e-35 -0.073114999999999986 -0.061684999999999997 0.081240000000000021 -0.23798499999999997 -0.077774999999999983 -0.082769999999999982 -0.074359999999999996 -0.47860499999999995 0.098700000000000024 -0.098834999999999992 0.088235000000000022 -0.020119999999999996 0.079885000000000025 0.24564500000000003 0.049530000000000012 0.092635000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 7 4 23 16 8 22 -7 -5 11 12 13 -10 -14 18 17 -6 19 -16 -20 -22 -1 -4 25 -13 27 28 -19 -30
right_child=-2 -3 3 9 5 6 -8 -9 10 -11 -12 24 14 -15 15 -17 -18 26 20 -21 21 -23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=0.00028488235823758649 -0.0011283834299360459 0.001148857160414589 0.00080300450804959877 -0.00092273429750790333 -0.0014749164646920578 -0.00146733004939964 0.0014908894631485863 -0.0014760906963964559 0.00012111664149731918 0.00056008350343438116 -0.0014932813868468529 -0.0014780762534938015 0.0011892930528321433 -0.0012008003085084262 0.0014084411997566102 -0.001203738858032012 0.001086046611418358 0.0009304214939156862 0.00089318808352730318 -0.0014590766160823558 0.00031699225135875829 -0.0013400734496268722 0.0014751163814974687 -0.0013794864696953443 0.0009839455271735719 0.0012498697282276336 -0.00064774335181353479 0.001487222230176512 -0.001128122716338298 0.00029519081692827939
leaf_weight=0.37002299301092989 0.34340372757287774 0.34118516983289815 0.054843042482389137 0.17123755240754679 0.11396701961348288 0.27009418639499472 0.11224360775668163 0.076467880586278625 1.6035470043134368 1.0627045879373325 0.20498127571772773 0.13722820168186445 0.093583339243191399 0.21326421742560331 0.089042495470490257 0.84179824489549471 0.33501711790449906 0.24581153318285565 0.279754416886135 0.38806506506080041 0.27902376465499401 0.23162947251694321 0.31271110264060553 0.42639059170323612 0.32683768152492121 0.10551936202682544 0.26208767388015985 0.18435000948375091 0.19419652504439 0.30828550319711212
leaf_count=50 101 130 7 18 73 426 22 24 142 162 28 55 22 19 3 488 42 16 76 341 14 98 157 439 24 16 31 32 43 22
internal_value=0 -5.41275e-05 -9.8286e-05 -0.000160197 -0.000247147 -0.000184801 -0.000320903 0.000597766 -0.000361058 0.000354309 -0.000298735 -0.00024538 -0.000342503 -3.4055e-05 -0.000596892 -0.000676139 0.000243832 2.8231e-05 -0.000325743 -0.000923912 3.5325e-05 -0.000434644 0.000830042 -0.00113076 0.000440043 -0.000292272 0.000171618 0.000401872 0.000134484 -0.000254884
internal_weight=0 9.63589 9.29471 8.5355 7.30156 6.82033 5.17661 0.759202 5.06437 1.23394 4.79427 4.58929 4.01971 1.81681 2.2029 2.10931 1.64372 1.3087 1.26752 0.477108 0.790408 0.510653 0.682734 0.481234 0.569585 0.242748 1.19473 0.932644 0.748294 0.502482
internal_count=3121 3020 2890 2659 2479 2033 1774 231 1752 180 1326 1298 1203 161 1042 1020 259 217 532 344 188 112 207 446 95 71 144 113 81 65
is_linear=0
shrinkage=0.00146298


Tree=541
num_leaves=31
num_cat=0
split_feature=39 42 376 1456 2 1 12 1 151 15 14 1374 150 160 403 158 133 52 1184 33 9 1456 38 1 48 0 456 3 3 2
split_gain=0.0353754 0.0365496 0.0450851 0.0431469 0.041501 0.0377903 0.037525 0.0417974 0.0387901 0.0449377 0.0624437 0.0553088 0.0447986 0.0712643 0.0660792 0.0519387 0.0510489 0.0497044 0.0439431 0.0428959 0.0457667 0.0468041 0.0457283 0.0506525 0.0496236 0.0468959 0.0551969 0.0390457 0.0376083 0.0453043
threshold=0.16946000000000003 -0.26584999999999998 0.048375000000000008 0.075120000000000006 0.17025000000000004 0.09253500000000002 0.11650500000000001 0.12958500000000003 -0.5145249999999999 -0.40580499999999992 -0.46885499999999997 0.093235000000000012 -0.22665999999999997 -0.098904999999999979 0.092070000000000013 0.094245000000000009 -0.25159999999999993 -0.53299999999999992 1.0000000180025095e-35 -0.0066799999999999993 0.089995000000000006 -1.0000000180025095e-35 0.10386000000000002 0.10374500000000002 0.12879500000000002 -0.053834999999999994 0.090170000000000014 0.149315 -0.10831999999999999 0.092875000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 6 -4 8 -8 -3 10 -10 12 -11 14 -14 16 -15 -18 19 -19 21 -21 23 27 25 26 -25 28 -23 -30
right_child=-2 2 5 -5 -6 -7 7 -9 9 11 -12 -13 13 15 -16 -17 17 18 -20 20 -22 22 -24 24 -26 -27 -28 -29 29 -31
leaf_value=-0.0038201712969974998 0.0038264092965453246 -0.0038110475002814006 0.00010665663877840001 -0.0038060700051918525 0.0037970288420990459 0.0035113653237174823 -0.0034053826571975405 0.0021123656224012141 -0.0010834286342357225 0.0032502371069784027 0.003812468474004271 -0.0035882308519809111 -0.0037306747105052638 -0.0029890856315524551 0.003178988036638943 -0.0033146009594923545 -0.0038037022242366999 -0.0030535328022362708 -0.0035243562552848733 -0.0038133081804287428 0.0038967418613684314 0.0012291033934984385 -0.0028970613611626408 0.0036426331046851721 -0.00037123141548351627 -0.0006920456148462559 -0.00080093156617868386 0.003825637547501471 0.00017074819482963504 -0.0016386797762250349
leaf_weight=0.038353401341738258 0.032888791345612733 0.040225268036013673 0.099806070953491033 0.047182111246001912 0.038061834000472916 0.089012816934882721 0.096049728022990055 0.024963549891253933 0.061448682285117684 0.056902566750072547 0.096869000461995536 0.066656665068876353 0.12981639230838959 0.074686288679919222 0.023608029045135481 0.066136999265836383 0.043778900284455857 0.051801719324437445 0.042849288181969203 0.038159105520215841 0.054040129885834065 0.30997739685699888 0.057743129244045011 0.25248401593125891 0.13718640290608164 0.062176655625080346 0.048018643530667759 0.040968840068671741 0.81614651707873831 0.26441143565443781
leaf_count=18 23 45 23 236 52 137 99 9 29 9 113 34 290 140 8 118 165 20 35 114 16 125 22 103 20 31 13 8 836 230
internal_value=0 -0.000133379 -8.96176e-05 -0.000201414 -0.000144631 0.0017117 -0.000195365 -0.00226714 -0.000106964 -5.36721e-05 0.0019122 -0.000171673 -8.309e-05 -0.000158538 -0.00266746 4.52896e-06 0.000100203 0.000204146 0.000284782 0.000361298 0.00044629 0.000354313 0.000434264 0.000533863 0.001575 0.00231118 0.00293258 0.000170308 6.2612e-05 -0.000272017
internal_weight=0 3.26952 3.23117 3.04235 2.99517 0.188819 2.95711 0.121013 2.83609 2.79587 0.158318 2.63755 2.57089 2.51399 0.153424 2.36057 2.29443 2.21974 2.17596 2.13311 2.08131 2.02727 1.98911 1.93137 0.499866 0.362679 0.300503 1.4315 1.39054 1.08056
internal_count=3121 3098 3080 2920 2684 160 2632 108 2524 2479 142 2337 2303 2294 298 1996 1878 1738 1573 1538 1518 1502 1388 1366 167 147 116 1199 1191 1066
is_linear=0
shrinkage=0.00379902


Tree=542
num_leaves=31
num_cat=0
split_feature=1213 475 1429 15 1374 50 15 15 128 158 2 0 160 133 150 1213 14 160 453 1374 457 133 43 402 42 12 16 0 1212 2
split_gain=0.0332261 0.049347 0.0348847 0.0359124 0.0477387 0.0464158 0.0387846 0.0475327 0.0578919 0.0490706 0.0427796 0.0475688 0.0400056 0.0461831 0.0496879 0.0453508 0.0438706 0.0531113 0.0454953 0.0447523 0.0440274 0.0367557 0.0607579 0.0497706 0.0496878 0.0512555 0.048562 0.0466633 0.0383178 0.0392067
threshold=-1.0000000180025095e-35 -0.086004999999999984 -1.0000000180025095e-35 -0.24436499999999997 0.10637000000000001 0.13857500000000003 -0.11713499999999999 -0.10653 0.089290000000000022 0.094245000000000009 0.099515000000000006 -0.20211999999999997 -0.098904999999999979 -0.030254999999999994 -0.22665999999999997 0.10210000000000001 0.076975000000000002 -0.077849999999999989 1.0000000180025095e-35 -0.094929999999999987 0.092360000000000012 0.094195000000000015 -0.014584999999999999 -0.50169499999999989 0.088200000000000014 0.084100000000000022 -0.062804999999999986 -0.0058249999999999994 -0.50120999999999993 0.091265000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -2 5 6 -4 10 -8 9 12 -5 -12 13 -9 -15 16 17 -14 19 -19 21 24 23 -23 25 26 -21 -28 -27 -30
right_child=2 -3 3 4 -6 -7 7 8 -10 -11 11 -13 15 14 -16 -17 -18 18 -20 20 -22 22 -24 -25 -26 28 27 -29 29 -31
leaf_value=0.0031379767048424511 -0.0021505466718236893 -0.0027046597913539094 0.001853027960818819 -0.0023507350854033125 -0.0029617530480842728 -0.0031436522489433076 0.0022346857721716393 0.0018559231203300649 -0.0031378695048506202 -0.002518803393409146 -0.0030639575982683012 0.0015369795805493837 0.0021921933189345678 0.0031414778601392642 -0.0029153567857609516 -0.0031323054681680379 -0.002040222820882853 -0.0013306304434775812 -0.0024486895639880806 0.0018728058476217249 0.0021834944828834192 0.0025944591261373232 0.0012774101331954747 -0.0026851263436965911 0.0017048615569209677 0.0031984710755409286 -0.00046413896944929499 0.0021654923881936779 -0.0027456074415020517 -0.00031844964947303086
leaf_weight=0.01674248930066824 0.072764020102113913 0.089881102020627046 0.17498549540050667 0.13588653926854188 0.053962913647410349 0.020251412264769897 0.099860560350864325 0.035122479552228469 0.054876162724212807 0.067391712520475155 0.030271374474978074 0.079707575790962437 0.15709371376079229 0.0150084865745157 0.11119596732806192 0.036903468835589481 0.071653118122412596 0.13675931441685474 0.056988560660101828 0.24082642032590229 0.14344859296397761 0.02015112031949684 0.089965763318104908 0.12922753416569321 0.29601513147190417 0.022558556869631152 0.31125317188525514 0.083574143518474253 0.091189411445151913 0.22604166194741993
leaf_count=4 154 487 240 134 26 7 32 24 124 130 10 56 150 3 233 113 37 27 43 85 62 5 46 172 182 1 133 52 203 146
internal_value=0 -0.00178722 -1.28916e-05 3.90922e-05 -5.13487e-05 0.00133474 5.90813e-06 0.000122494 3.45077e-05 0.000108829 -0.00117818 0.000270585 0.000186667 -0.00131313 -0.00219507 0.000301141 0.000362153 0.000448003 0.000299734 0.000387187 0.000529201 0.000372128 -0.000751168 -0.00197291 0.000583582 0.00024331 0.000766983 9.24821e-05 -0.000736339 -0.00101615
internal_weight=0 0.106624 3.06493 2.99217 2.79693 0.195237 2.74297 2.49711 2.39724 2.34237 0.245865 0.109979 2.27498 0.161327 0.126204 2.11365 2.07675 2.00509 1.848 1.79101 1.65425 1.5108 0.239344 0.149379 1.27146 0.975443 0.635654 0.394827 0.33979 0.317231
internal_count=3121 491 2630 2476 2229 247 2203 2003 1971 1847 200 66 1717 260 236 1457 1344 1307 1157 1114 1087 1025 223 177 802 620 270 185 350 349
is_linear=0
shrinkage=0.00312461


Tree=543
num_leaves=31
num_cat=0
split_feature=31 138 1374 2 1456 1375 11 0 43 9 1212 49 2 1 1 1 3 4 15 48 160 15 13 13 12 3 16 150 1375 15
split_gain=0.0327041 0.0310466 0.0408415 0.0400827 0.0493929 0.0412201 0.0395434 0.0394184 0.0541666 0.0553883 0.0492309 0.0500872 0.0399763 0.0499951 0.0387347 0.0384109 0.0717438 0.0541603 0.0523036 0.0695619 0.0512298 0.0524717 0.0502756 0.0475896 0.0485559 0.0664952 0.0586754 0.0419445 0.0651267 0.039165
threshold=-1.0000000180025095e-35 1.0000000180025095e-35 0.10637000000000001 0.088225000000000012 -1.0000000180025095e-35 -1.0000000180025095e-35 0.088215000000000002 -0.13455999999999999 -0.074359999999999996 0.091600000000000015 -0.47386499999999993 -0.028954999999999998 0.080205000000000012 0.086105000000000015 0.11955000000000002 0.085110000000000005 0.076840000000000006 -0.111605 -1.0000000180025095e-35 0.088965000000000002 0.089640000000000011 -0.036009999999999993 -0.53104499999999988 -0.42195999999999995 0.092355000000000007 -0.11255999999999998 0.15891500000000003 0.095565000000000011 -0.42382999999999993 0.088655000000000025
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 5 -5 -2 15 12 -9 10 -10 -12 -7 -14 -8 18 17 -17 19 -6 21 -21 -20 -24 26 -26 29 -18 -29 -25
right_child=1 -3 -4 4 6 7 14 8 9 -11 11 -13 13 -15 -16 16 27 -19 22 20 -22 -23 23 24 25 -27 -28 28 -30 -31
leaf_value=0.0034606458175758001 -0.0034568644537250164 0.0034538617508374642 -0.0032567234651578411 -0.0034537605265385534 -0.0033697462358433933 0.0027864213459531922 -0.0034560591313743815 7.1082409519704465e-05 0.0024054998114801003 0.0008839187775252314 0.0013330571927480041 -0.0031686866348565519 -0.002350442467449974 0.0027237777341287263 0.0021040042072630167 -0.0014623879017210389 -0.00032319040519666539 0.002919335199105345 -0.0032792221269802545 -0.003448335701095216 0.0032957494563730953 0.0033824685868378817 0.0034765587846442357 0.0030768085263369431 0.0027536170336888376 -0.0030834762527376654 -0.0011552636259235885 -0.00065995250279666726 0.0034708561681050113 0.00037344510755426571
leaf_weight=0.030639811915534998 0.057479727865029306 0.028629318931052583 0.049163861964188871 0.042519832448762229 0.117988598661669 0.081286226843076181 0.059739359903687617 0.43435853612845665 0.024334163179446366 0.080405067945321207 0.032814483802212524 0.27031063749791584 0.062125671396643156 0.036494218915322563 0.019735734473215416 0.038643110839984729 0.44784102737503417 0.2461108357165358 0.040836719213984907 0.046665263270369906 0.044260753427806776 0.018629912621690892 0.063618813175708055 0.13892574456985807 0.031126396686886437 0.08968372854815243 0.11083831436189939 0.081439899338874966 0.10151883833896136 0.11679019850816985
leaf_count=86 66 23 25 132 342 26 70 487 18 34 28 688 61 9 13 38 199 205 6 108 15 7 8 36 8 205 20 7 52 99
internal_value=0 -0.000112291 -0.000146486 -9.44139e-05 0.000212114 -0.000621638 0.000298023 -0.000462198 -0.000774502 -0.00167501 -0.00230334 -0.00268136 0.000999838 -0.000472731 -0.00207535 0.000406745 0.000891091 0.0023247 -0.00013446 -0.0015365 0.000437858 -0.00149938 0.000404599 0.000677629 0.000312267 -0.00157957 0.000935783 0.000243933 0.00163212 0.00184213
internal_weight=0 3.01431 2.98569 2.93652 1.85691 1.07961 1.81439 1.02213 0.842223 0.407864 0.327459 0.303125 0.179906 0.0986199 0.0794751 1.73492 0.915554 0.284754 0.819364 0.227545 0.109556 0.0652952 0.59182 0.550983 0.487364 0.12081 0.366554 0.6308 0.182959 0.255716
internal_count=3121 3035 3012 2987 1570 1417 1438 1351 1255 768 734 716 96 70 83 1355 501 243 854 472 130 115 382 376 368 213 155 258 59 135
is_linear=0
shrinkage=0.00344089


Tree=544
num_leaves=31
num_cat=0
split_feature=39 147 124 38 42 3 1456 132 1 1365 43 15 14 1374 156 483 158 33 9 48 48 160 1 1374 0 15 16 0 51 51
split_gain=0.0308037 0.031282 0.0334513 0.0584732 0.0457779 0.0400906 0.0379761 0.0373663 0.0353794 0.0342481 0.0345618 0.0365628 0.0451878 0.0417379 0.0419014 0.0368761 0.0363727 0.0342084 0.0381933 0.0400034 0.0465035 0.0355699 0.034905 0.054206 0.0499789 0.0461386 0.0765754 0.0584048 0.0342804 0.0483099
threshold=0.16946000000000003 -1.0000000180025095e-35 -0.043384999999999993 0.095410000000000009 -0.11051499999999999 0.31299000000000005 0.075120000000000006 0.081465000000000024 0.096860000000000016 1.0000000180025095e-35 0.24789500000000006 -0.40580499999999992 -0.46885499999999997 0.097240000000000007 0.10499000000000001 0.08833000000000002 0.094245000000000009 -0.0066799999999999993 0.088235000000000022 0.093265000000000015 0.12649500000000002 -0.40698999999999991 0.10089500000000001 -0.094929999999999987 -0.23091999999999999 -0.11713499999999999 0.051380000000000002 -0.053834999999999994 0.088210000000000011 0.078435000000000019
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 8 7 6 9 -4 -3 10 11 12 -6 14 15 16 17 -13 19 21 -21 -19 23 -23 -25 -24 -27 -28 29 -26
right_child=-2 2 4 -5 5 -7 -8 -9 -10 -11 -12 13 -14 -15 -16 -17 -18 18 -20 20 -22 22 25 24 28 26 27 -29 -30 -31
leaf_value=-0.0031340094064076524 0.0031396356040746753 0.00031211129325975557 -0.0030954881205984179 -0.0030473286080017815 -0.0011145654941801613 0.0031229823881540079 -0.0031235283546886114 0.0020784015987847155 0.0029342073908685171 -0.0031289321147304522 -0.0019004787752050995 -0.0024383204739000458 0.0031286271473086806 -0.0031368285327536055 -0.003130032718505764 -0.0023887602483934926 -0.0021133557271468227 -0.0031234114676740232 0.0030280681971477218 0.0021487122206863239 -0.00023323501190127888 -0.0031448063121001196 -0.0020286887891937796 0.0029963589200792261 -0.00030096686605349092 0.002700645183021229 0.0015645187073288463 -0.0029970353426179643 -0.0031323437476369689 0.0018085882222029425
leaf_weight=0.032618694149278649 0.028864888263342325 0.09603216605319298 0.082567748378098105 0.029163335955672665 0.035835431335726753 0.037400808808342734 0.040523045652207546 0.016242268655332737 0.10445767793680716 0.035302773872899595 0.092858599048668 0.04612004011142401 0.076494154008290294 0.041752712182642315 0.04052368174689025 0.057651475642614858 0.067387725146090705 0.034641092822317643 0.047923001635353901 0.19865367622514885 0.13308615756614017 0.056897046019008246 0.043249445152468979 0.050820147866037391 0.94073601643501736 0.17601143419597076 0.056941268761875108 0.052413771398278186 0.036634264709391462 0.11889146363682812
leaf_count=20 23 48 152 26 14 97 227 16 184 41 166 20 82 21 117 137 134 136 9 96 33 38 9 11 1001 89 17 41 88 28
internal_value=0 -9.77e-05 -6.2915e-05 0.00107816 -0.000163028 -8.13522e-05 -0.00012965 -0.00224501 0.00167826 -7.99455e-05 -3.51994e-05 3.96957e-05 0.00177496 -4.88916e-05 1.08373e-05 7.09299e-05 0.000139754 0.000215935 0.000278812 0.000209431 0.00119313 1.2095e-06 7.1835e-05 -0.000174015 -2.66593e-05 0.000972578 0.00142744 -0.00062183 -0.000166799 -6.42723e-05
internal_weight=0 2.87983 2.84721 0.229653 2.61756 2.51875 2.48135 0.09881 0.20049 2.44083 2.40552 2.31266 0.11233 2.20033 2.15858 2.11806 2.06041 1.99302 1.9469 1.89898 0.33174 1.56724 1.53259 1.20398 1.14708 0.328616 0.285366 0.109355 1.09626 1.05963
internal_count=3121 3098 3078 258 2820 2652 2555 168 232 2328 2287 2121 96 2025 2004 1887 1750 1616 1596 1587 129 1458 1322 1166 1128 156 147 58 1117 1029
is_linear=0
shrinkage=0.00311821


Tree=545
num_leaves=31
num_cat=0
split_feature=31 14 3 124 124 1366 1456 52 47 133 3 4 150 151 0 48 52 403 158 3 0 14 15 3 43 2 1213 1213 52 4
split_gain=0.0289937 0.0285471 0.0398152 0.0394844 0.0362868 0.0353738 0.0315818 0.0333091 0.0327911 0.0339487 0.0324646 0.0435997 0.0314478 0.0281521 0.0302677 0.04873 0.0422954 0.0332801 0.0309672 0.0311882 0.048861 0.0315633 0.0404745 0.0711763 0.0472092 0.0458724 0.0465905 0.0450939 0.0396429 0.0380197
threshold=-1.0000000180025095e-35 0.076175000000000007 0.30112000000000005 -0.31141499999999994 -0.043384999999999993 -1.0000000180025095e-35 0.075120000000000006 -0.23798499999999997 0.11635500000000001 0.10397500000000001 -0.20241999999999996 -0.42529999999999996 0.087000000000000008 -0.5145249999999999 -0.14116499999999996 0.12649500000000002 -0.0064899999999999992 -0.092474999999999988 0.087355000000000016 -0.10519499999999998 0.041630000000000007 -0.073394999999999974 0.083935000000000023 -0.077774999999999983 -0.075574999999999989 0.10402500000000002 0.05211000000000001 -1.0000000180025095e-35 0.091820000000000013 0.0061450000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 -4 -2 -6 7 8 9 -7 11 -9 -3 -12 15 16 -15 -16 19 20 -19 -21 23 -23 -25 26 27 -24 -29 -30
right_child=1 12 3 -5 5 6 -8 10 -10 -11 13 -13 -14 14 17 -17 -18 18 -20 21 -22 22 25 24 -26 -27 -28 28 29 -31
leaf_value=0.0036726361636995335 0.0014680328506304465 -0.003527852709908936 -0.0036958765191917251 0.0036597497028001604 -0.0036664607049126758 -0.0034332026464421591 -0.0036588552244976834 -0.00080399051342729567 0.00045516704124362562 0.0014993998304155369 -0.0036637596136667137 0.0034150676972642701 0.0022860725783441361 0.00015472256673347031 -0.0035193941173779063 -0.0019960659912100949 0.002307006091893919 -9.0660150131501594e-05 -0.0031145356116508678 0.0023771890195290564 0.0031481266884793779 -0.0032826332251491052 -0.0036556798755633174 0.0020298432251539275 -0.0010102310903006683 -0.0029545952038502613 -0.0036588670338034771 0.0023905658254908596 -0.003660683226267569 0.0021014166332956274
leaf_weight=0.027316995116962395 0.17822095230622093 0.05992928125669994 0.011460532434284687 0.064811296811967511 0.039543678848533381 0.11125341680554113 0.034382402179289673 0.054468804009957239 0.071664566230538185 0.022362484349287115 0.029394326356854683 0.081730759004133513 0.015659325039450778 0.28785479393991409 0.042904009809266452 0.080562259710859507 0.21126724947680764 0.20149653978296811 0.048635587739226938 0.050269379295062699 0.089887947484385222 0.15838472519408242 0.023070015072338301 0.08437824400698446 0.35475776086057131 0.049013740105692705 0.028183283386169933 0.21734403129448443 0.032311344006302534 0.028992385312449187
leaf_count=86 170 92 1 121 55 256 222 9 34 27 33 49 8 65 308 12 97 87 168 24 17 345 239 54 187 58 76 103 111 7
internal_value=0 -0.000109376 -4.71296e-05 0.0025545 -0.000123089 -0.000239588 -0.000182997 -0.000132361 -0.00153841 -0.00260766 1.58149e-06 0.00172779 -0.00232341 -0.000114883 -6.24446e-05 0.000640219 0.00106574 -0.000351402 -0.000251953 -0.000146328 0.000908459 -0.000445682 -0.000591011 -0.00118328 -0.000426093 0.000342946 0.000832866 0.00125244 0.00165879 -0.000935612
internal_weight=0 2.7642 2.68861 0.0762718 2.61233 2.43411 2.39457 2.36019 0.20528 0.133616 2.15491 0.1362 0.0755886 2.01871 1.98931 0.579684 0.499122 1.40963 1.36672 1.31809 0.291384 1.0267 0.976436 0.597521 0.439136 0.378915 0.329901 0.301718 0.278648 0.0613037
internal_count=3121 3035 2935 122 2813 2643 2588 2366 317 283 2049 58 100 1991 1958 174 162 1784 1476 1308 104 1204 1180 586 241 594 536 460 221 118
is_linear=0
shrinkage=0.00365302


Tree=546
num_leaves=31
num_cat=0
split_feature=123 133 13 13 39 43 160 401 4 0 43 1 15 3 403 0 33 16 51 151 132 42 457 47 1374 160 150 2 16 151
split_gain=0.143837 0.159175 0.130636 0.139016 0.105604 0.117537 0.0974797 0.101546 0.0985522 0.190563 0.143148 0.114737 0.144364 0.196713 0.171964 0.118458 0.11077 0.112778 0.11694 0.0975594 0.100309 0.115537 0.114819 0.11419 0.111317 0.132892 0.138885 0.124379 0.179166 0.09739
threshold=1.0000000180025095e-35 -1.0000000180025095e-35 -0.23438999999999996 -0.53104499999999988 0.16946000000000003 0.24789500000000006 -0.40698999999999991 0.10076500000000001 -0.46376499999999993 1.0000000180025095e-35 -0.45785999999999999 1.0000000180025095e-35 0.083935000000000023 -0.084074999999999997 -1.0000000180025095e-35 -0.076899999999999982 -0.0066799999999999993 0.033715000000000009 -0.025069999999999999 -0.24462999999999999 0.079970000000000013 -1.0000000180025095e-35 -0.0029299999999999994 0.10728500000000002 -0.094929999999999987 -1.0000000180025095e-35 -1.0000000180025095e-35 0.073895000000000002 -0.056919999999999991 -0.50641499999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 -1 5 6 -4 8 10 11 -8 12 29 15 -15 -14 -13 19 -19 -18 21 23 -23 -21 -24 26 -26 28 -27 -10
right_child=1 -3 4 -5 -6 -7 7 -9 9 -11 -12 16 13 14 -16 -17 17 18 -20 20 -22 22 24 -25 25 27 -28 -29 -30 -31
leaf_value=-0.00072970671724641579 -0.00072212762543715143 0.00075300430944290082 -0.00098765646717919068 0.0006867334586975588 0.0012630214325962945 -0.0011885374018680236 0.00070163245223399547 -0.0012475931571381488 0.00060902535757835963 0.00067703735902587773 -0.0012021103070683631 -0.0012014967642841525 -0.0012551090622260621 -0.0012453778698145014 0.00084651296934511416 0.00025112161788210722 -0.0011232628190091375 -0.00010115102424903904 -0.0012585733212405988 -0.0012419308487315107 0.00097334136414618029 -0.00048828064802172266 -0.0004794560997194629 0.00090613662133702685 0.0012701967623448807 0.00052362233061404521 -0.00063012740648063514 0.00094296103355734318 -0.0011802402874006635 -0.00095754125868961033
leaf_weight=0.13392187000135891 0.14065942930756137 0.57726619356981235 0.21382692336192111 0.53556227454100724 0.078189260471844935 0.17752653237403127 0.079626439139246941 0.12388409248524102 0.06743717167410046 0.48181299218413176 0.26203294312290282 0.11824608885217491 0.23596856703079538 0.072794086543581216 0.36750454379944131 0.12271196323126787 0.092763708613348483 0.45274739141314058 0.19229158727830498 0.17025758739328223 0.22253655883832824 0.33341559747350658 0.24591444234829629 0.049355383380316198 0.074596890481188893 0.46408598577545646 0.2931169137664279 0.73064692515617935 0.1201163649457051 0.6806045095581803
leaf_count=19 30 235 223 124 21 168 4 145 27 99 139 18 235 152 92 31 20 98 64 84 58 54 19 5 6 104 92 84 35 636
internal_value=0 0.000463989 -0.000119696 0.000403392 -0.000173374 -0.000190798 -0.00016254 -0.0001334 -0.000110125 -7.04936e-05 -0.000758428 -0.000141017 -0.000423747 -5.62085e-05 0.000500663 -0.000739797 -1.81578e-05 2.24964e-05 -0.000446188 0.000130591 0.000173605 0.000101886 0.000185489 -0.000759178 0.000301978 0.000416188 -0.000244615 0.00060099 0.000173295 -0.000816313
internal_weight=0 0.717926 7.1935 0.669484 6.52401 6.44582 6.2683 6.05447 5.93058 5.58893 0.341659 5.10711 1.54702 0.798979 0.440299 0.358681 3.56009 3.44185 0.645039 2.79681 2.70404 2.48151 2.26189 0.219613 1.92848 1.68256 0.367714 1.31485 0.584202 0.748042
internal_count=3121 265 2856 143 2713 2692 2524 2301 2156 2013 143 1914 1173 510 244 266 741 723 162 561 541 483 394 89 340 321 98 223 139 663
is_linear=0
shrinkage=0.00124344


Tree=547
num_leaves=31
num_cat=0
split_feature=39 52 52 47 1 151 43 376 151 16 4 43 0 403 12 15 42 49 15 15 49 2 2 1186 457 15 47 151 474 1
split_gain=0.0287865 0.0298306 0.0308204 0.0557796 0.0411204 0.0431252 0.0344153 0.03825 0.03259 0.0452045 0.0313314 0.0685893 0.0429849 0.0388812 0.0367438 0.0314541 0.0432418 0.0548372 0.0355389 0.064453 0.0582195 0.0495051 0.0488338 0.0348698 0.0347352 0.0324275 0.0436654 0.0473869 0.030921 0.031536
threshold=0.16946000000000003 0.19022000000000003 0.13389000000000004 0.13148500000000005 0.13146500000000003 0.06617000000000002 0.24789500000000006 0.088055000000000008 -0.23821999999999996 -0.54165499999999989 -0.49405499999999997 -0.45785999999999999 -0.010949999999999998 -0.092474999999999988 0.086095000000000019 0.091915000000000011 0.088200000000000014 -1.0000000180025095e-35 -0.0063699999999999989 -0.074054999999999996 -0.070909999999999987 0.090675000000000019 0.097220000000000015 -1.0000000180025095e-35 -0.072694999999999996 -0.11713499999999999 0.09550500000000002 -0.024429999999999997 -1.0000000180025095e-35 0.085110000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 6 -6 7 8 -1 -10 11 -11 13 -12 -14 18 -17 -18 19 21 -20 25 23 -22 -23 -15 27 -27 -26 -30
right_child=-2 -3 -4 -5 5 -7 -8 -9 9 10 12 -13 14 15 -16 16 17 -19 20 -21 22 24 -24 -25 28 26 -28 -29 29 -31
leaf_value=-0.0022803645029324097 0.0027920092890472681 -0.0011753706262630783 0.0012988783283068765 -0.0021843995542430001 0.0022881625536317332 -0.0019402594133879421 -0.0020034762371340976 0.0025059902346140986 0.0024835794946269098 0.0017861507421385401 -0.0027765305276000562 -0.0026585935293889874 0.0025412333008450962 -0.0023272234355247758 0.00016923799337781607 -0.0027903639179255612 0.0021840519859116564 -0.002781043155184858 -0.0024456470753769811 -0.0018556571224403655 -0.0027801211317405542 -0.0015432689547602344 0.0027053956801801112 0.00065829999063121778 -0.0019455192600569121 0.00046818516777016357 0.0015312092156677085 -0.0022053086817134487 -0.0010511616771899128 0.0017173513702299682
leaf_weight=0.050242777400857253 0.027098878343167487 0.17935492101332773 0.13237528961872147 0.092886716753127874 0.10494605378698896 0.022559408229426481 0.069404884420691704 0.045237237405672093 0.054112159907166002 0.037334859487600625 0.042070440998035141 0.094069118998962087 0.089332502715470441 0.072222622811752957 0.11498607655448723 0.073992950471165275 0.043562736362218857 0.028215531800015015 0.044616643557674251 0.16593194640699949 0.024063471193585428 0.04287457546161022 0.090781863298616372 0.40219744223167819 0.023421748831424338 0.098609465829216369 0.077416047717633774 0.10579354712035316 0.036226839682058198 0.25203440029872581
leaf_count=58 23 349 54 41 161 11 150 24 67 5 326 132 68 83 48 93 6 109 14 324 72 20 27 395 9 55 26 144 117 110
internal_value=0 -8.19039e-05 -4.43317e-06 -7.63448e-05 8.55917e-06 0.00154003 -8.10661e-05 -1.78121e-05 -7.3124e-05 -1.80568e-05 -8.71313e-05 -0.00139574 6.91877e-06 -0.000143978 0.00120633 -7.39682e-05 -0.00130199 0.000232308 5.06741e-05 -0.000299102 0.000595292 6.53951e-05 0.000857701 0.000464193 0.000798226 -0.000668503 -0.000243418 -0.000915544 0.00112032 0.00136942
internal_weight=0 2.71087 2.53152 2.39914 2.30626 0.127505 2.17875 2.10935 2.06411 2.01387 1.95975 0.131404 1.82835 1.62403 0.204319 1.58196 0.145771 0.0717783 1.43619 0.874531 0.561659 0.708599 0.517043 0.426261 0.354558 0.354042 0.281819 0.204403 0.311683 0.288261
internal_count=3121 3098 2749 2695 2654 172 2482 2332 2308 2250 2183 137 2046 1930 116 1604 208 115 1396 888 508 564 494 467 256 308 225 199 236 227
is_linear=0
shrinkage=0.00277457


Tree=548
num_leaves=31
num_cat=0
split_feature=1213 1456 403 39 52 480 1 475 51 48 3 484 15 133 157 39 452 1 12 457 13 130 1 376 160 4 0 42 0 16
split_gain=0.1201 0.121284 0.117247 0.117505 0.110758 0.10583 0.102922 0.0991375 0.0925093 0.0913605 0.103114 0.109118 0.0967423 0.0949378 0.0892653 0.0876191 0.0851948 0.077657 0.0829155 0.127684 0.114181 0.150506 0.0775788 0.0874209 0.0758869 0.0860303 0.146374 0.08616 0.138575 0.127379
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.083259999999999987 0.0046100000000000004 -0.43320999999999993 0.084710000000000021 0.13436000000000001 -0.086004999999999984 -0.40274499999999996 0.12737000000000001 0.10299500000000002 -1.0000000180025095e-35 -0.097454999999999986 -0.25159999999999993 -0.084489999999999996 -1.0000000180025095e-35 0.085195000000000007 0.10920500000000001 0.092465000000000006 -0.0029299999999999994 -0.0039049999999999992 -1.0000000180025095e-35 0.09253500000000002 0.049360000000000008 0.099315000000000014 -0.49013999999999996 -0.076899999999999982 0.088200000000000014 -0.13843999999999998 -0.056919999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 16 -3 4 -4 6 9 -1 -5 10 11 -6 -12 -13 -15 -16 -2 18 19 -17 -20 -22 23 -10 25 -21 27 28 -27 -30
right_child=1 2 3 8 5 -7 -8 -9 22 -11 12 13 -14 14 15 17 -18 -19 20 24 21 -23 -24 -25 -26 26 -28 -29 29 -31
leaf_value=0.0013564951036091207 -0.0012445293337455638 -0.00093014152049062217 -0.00099210820975165551 -0.0013572138076756439 -0.0013526807925641812 -0.0011517151907965214 0.00095783962447805752 -0.0012021800936300672 -0.00092731267079512714 -0.00076850656092901739 -0.000377266042406797 -0.0013513977688428245 0.00078222898798243636 -0.0012192632339245251 -0.0011049909537427323 -0.00087746638676674572 0.0013814334969142524 0.00066918432331269332 -0.0011738198213819167 -0.0006661381980321402 -0.0013615930389847871 0.00076114192863383336 0.00089389611223898832 0.00086117004030748453 -0.00055574153270409492 0.00065572582844738666 0.0012006637306701071 0.0007994611885346741 -7.984243371388443e-06 -0.0013570790043359936
leaf_weight=0.03082463052123785 0.21142922050421464 0.22882557685443305 0.20507256657947426 0.044498869094240945 0.11103629385615965 0.136501125190989 0.21613387281831808 0.24925691483076651 0.10500878026505223 0.25937073773820873 0.16955710630281828 0.091429055064509934 0.56383562237897411 0.099332114357822632 0.11017465809709559 0.20224560654606039 0.025031263008713722 0.40202682814560819 0.2240866436768556 0.14729966025333996 0.087248206822550856 0.19743162193844899 0.56426447489502607 0.09367980994284153 0.19631671771639947 0.40680664953834023 0.33863804239080519 0.34980222528247384 0.52413230026286439 0.16723791640833841
leaf_count=4 257 362 235 11 155 169 101 487 32 37 26 115 92 84 27 56 1 62 75 22 18 54 270 10 32 40 43 72 110 62
internal_value=0 -2.03678e-05 1.54757e-05 5.14603e-05 -2.26402e-05 1.7117e-05 4.99176e-05 -0.000920583 0.000529193 7.69894e-06 5.35731e-05 -3.88394e-05 0.000514159 2.32184e-06 3.81681e-05 7.54144e-05 -0.00096655 0.000115513 3.71703e-05 0.000144555 -0.000455141 0.00011057 0.000639216 -8.40598e-05 0.000241586 0.000322525 0.000404036 0.000217729 3.24299e-05 -0.000334321
internal_weight=0 6.47845 6.24199 6.01317 5.20572 5.00064 4.86414 0.280082 0.807452 4.64801 4.38864 3.65524 0.733393 3.54421 3.45278 3.35345 0.23646 3.24327 2.84125 2.33248 0.508766 0.28468 0.762953 0.198689 2.13023 1.93392 1.78662 1.44798 1.09818 0.69137
internal_count=3121 2630 2372 2010 1687 1452 1283 491 323 1182 1145 1027 118 872 757 673 258 646 584 437 147 72 312 42 381 349 327 284 212 172
is_linear=0
shrinkage=0.00134594


Tree=549
num_leaves=31
num_cat=0
split_feature=484 4 453 11 403 150 1213 156 52 41 474 1374 160 43 150 133 42 50 403 12 39 51 3 43 16 0 160 457 48 43
split_gain=0.142079 0.158356 0.158909 0.157033 0.172065 0.148669 0.136842 0.133601 0.127034 0.123517 0.160441 0.0976783 0.100366 0.140498 0.135766 0.135937 0.105182 0.0847872 0.107707 0.100989 0.152106 0.100452 0.0926859 0.0829958 0.0789752 0.0738942 0.112738 0.0885527 0.0999597 0.0843451
threshold=-0.0068949999999999992 0.27044500000000005 1.0000000180025095e-35 0.081790000000000015 -1.0000000180025095e-35 0.094605000000000009 -1.0000000180025095e-35 0.091255000000000017 -0.04127999999999999 0.08178500000000001 -1.0000000180025095e-35 0.093235000000000012 -0.091944999999999985 0.24789500000000006 -0.22665999999999997 -0.030254999999999994 -0.11466499999999999 0.10030500000000002 0.097240000000000007 -0.14757499999999998 0.085060000000000011 0.123935 0.11296500000000002 0.0034250000000000005 -0.27167499999999994 -0.23051499999999997 0.10210000000000001 -0.0029299999999999994 0.092805000000000012 -0.48582499999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 3 9 4 8 -1 -6 11 23 10 -3 12 14 16 -8 -16 -14 18 19 -18 21 22 25 -2 -15 -21 27 -27 29 -29
right_child=1 2 -4 -5 6 -7 7 -9 -10 -11 -12 -13 13 24 15 -17 17 -19 -20 20 -22 -23 -24 -25 -26 26 -28 28 -30 -31
leaf_value=-0.00084638293288362735 -0.00059803183633452654 -0.0011865586850281931 -0.00081858137288957791 -0.0010368564685202229 -0.0011285064824111139 0.00058533359948679988 0.0011455802277384975 -0.00067942221016138737 -0.0011292230956946366 -0.00017994445345494002 0.00094451106789155955 -0.001019499408282522 -0.00055224675586270364 0.00079693280416951514 0.00058458802262945997 -0.00098700906145833458 -0.0010240244394290733 0.0009003235373367083 -0.00067637534782105961 0.00074014917563173903 0.001072233667967938 -0.00071399192503966724 0.00080069619396017663 0.00083688106412795537 -0.0011433634254921382 -0.00055062651865327888 -0.00086111098949067809 0.0010453584415122754 0.00094314051487921411 9.6141601906618975e-05
leaf_weight=0.50578986869732023 0.12205843870469835 0.048262465745210648 0.121696513495408 0.21469892546156177 0.13278134475694958 0.11244448911020299 0.062330500222742558 0.31819263836950984 0.31296287341319828 0.21987274408456869 0.62633284562616587 0.1017994264839216 0.23128990190161847 0.032126686535775661 0.089607743655506056 0.3159258154046255 0.07973315421259064 0.22509024682221923 0.17410390327859193 0.26221792073920402 0.26905715222528659 0.1482828560983761 0.32883445819606993 0.087980664160568267 0.15488144286791783 0.19968850479927258 0.14247547982813547 0.12642579292878897 0.22563201616867434 1.951857463820484
leaf_count=484 56 1 17 116 187 19 4 156 597 42 286 21 54 3 29 226 8 32 38 15 112 13 48 17 103 53 50 5 24 305
internal_value=0 -2.37636e-05 0.000388843 -9.02095e-05 -5.68653e-05 -0.000585982 1.10492e-06 2.86791e-05 -0.000674511 0.000553119 0.000792048 7.26738e-05 9.48237e-05 0.000145881 -0.000401898 -0.000639745 0.000186838 0.000228194 0.000189485 0.000229855 0.000257212 0.000192438 0.000233958 3.02096e-06 -0.000810034 0.000169878 0.000113366 0.000168822 0.000231179 0.000153884
internal_weight=0 7.3262 1.01616 6.31004 6.09534 0.618234 5.57233 5.43955 0.523002 0.894468 0.674595 5.12136 5.01956 4.5517 0.467864 0.405534 4.36469 4.1334 3.90831 3.7342 3.65447 3.38541 3.23713 0.210039 0.187008 2.9083 2.64608 2.5036 2.30392 2.07828
internal_count=3121 2618 346 2272 2156 503 1486 1299 670 329 287 1143 1122 863 259 255 757 703 671 633 625 513 500 73 106 452 437 387 334 310
is_linear=0
shrinkage=0.00112622


Tree=550
num_leaves=31
num_cat=0
split_feature=401 156 31 14 3 124 124 1366 121 39 42 132 42 130 151 52 1426 15 51 1374 483 33 16 16 41 15 43 4 42 156
split_gain=0.0291052 0.0287265 0.0276378 0.0263652 0.0309068 0.0391556 0.0293001 0.0338715 0.0303703 0.0276217 0.0427 0.0351689 0.0275431 0.0337263 0.0275697 0.0269776 0.0266629 0.0334237 0.0534383 0.0376972 0.0368205 0.0316531 0.0378284 0.0444588 0.0450279 0.0306781 0.0328551 0.0598306 0.033439 0.0472271
threshold=0.10076500000000001 -1.0000000180025095e-35 -1.0000000180025095e-35 0.076175000000000007 0.30112000000000005 -0.31141499999999994 -0.043384999999999993 -1.0000000180025095e-35 -0.082399999999999987 0.15619500000000003 -0.11051499999999999 0.081465000000000024 -0.106335 1.0000000180025095e-35 -0.5145249999999999 -0.22660999999999995 -1.0000000180025095e-35 -0.26481999999999994 0.11984500000000002 0.097240000000000007 0.08833000000000002 -0.0066799999999999993 -0.48836499999999994 -0.36241499999999999 0.079300000000000009 -0.14147499999999996 -0.17390999999999998 -0.51843499999999987 -1.0000000180025095e-35 0.013700000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 6 -6 8 -8 -4 10 11 -9 -12 14 -14 -5 -16 18 -18 20 21 -19 -23 -24 25 -25 -27 -28 29 -29
right_child=-2 2 3 15 5 -7 7 9 -10 -11 12 -13 13 -15 16 -17 17 19 -20 -21 -22 22 23 24 -26 26 27 28 -30 -31
leaf_value=-0.0037346252316097645 -0.0034352414751504744 0.00375239567104703 -0.0026133731167076865 0.0022549748661204226 -0.003775411920349611 0.0037373363314151791 -0.0037434349075205074 -0.0037521650159706341 0.0020138440142290085 0.0037529700736754646 0.0034970714715178946 0.0025774387925287952 -0.0037403965227414556 -0.0037344365864756201 -0.0037847082618563135 -0.0035352234635250331 0.0035150737208523809 -0.0031459561182467532 -0.0024047332638284956 -0.0037517261412871776 -0.0037405553828046595 0.0018101664617300921 -0.0024951957899392451 -0.0037549380524379053 -0.0036235365667600908 0.001993484153861243 -0.0037705383307394314 -0.0030763333696738351 0.00048002860620532912 0.0031993861067538976
leaf_weight=0.028773453193481013 0.035330337140294321 0.027242815808678045 0.022621354881266598 0.014167005674607935 0.011585491709411144 0.058047399088536511 0.035851961361007212 0.072740602120124342 0.15539487245223682 0.025764899924979434 0.030404601195191172 0.014688261500850786 0.027357163620768676 0.03457593126086056 0.025200041632166381 0.053528511348304053 0.085388646872165741 0.040761908952850923 0.028252675198018551 0.037332242929551396 0.035303998085964738 0.17845005831805294 0.093639893682852304 0.026045900799548938 0.042757463656016514 0.14868274023684036 0.05221838590842165 0.079579627918979212 1.1801447099255136 0.021125081590980699
leaf_count=162 165 85 11 16 1 113 55 129 157 23 7 12 40 242 55 68 87 18 9 20 148 92 32 38 32 57 20 230 985 12
internal_value=0 -2.65308e-05 1.35973e-05 -2.51073e-05 3.5577e-05 0.00248737 -3.28697e-05 -0.000144979 0.00142584 -8.84049e-05 -0.000132302 -0.00268878 -2.91701e-05 -7.93447e-05 -1.92288e-05 -0.00232348 2.98345e-05 7.67328e-05 0.00204333 -3.87023e-05 3.43028e-05 0.000105821 0.000178544 1.45875e-06 0.000152235 0.000259307 0.000329868 0.000144318 0.000303921 -0.00175986
internal_weight=0 2.68763 2.65885 2.63161 2.56392 0.0696329 2.49428 2.31627 0.178016 2.28041 2.25465 0.0874289 2.16722 2.13682 2.10224 0.0676955 2.07488 2.04968 0.113641 1.93604 1.89871 1.86341 1.82264 1.64419 1.55055 1.5078 1.48175 1.33307 1.28085 0.100705
internal_count=3121 2956 2794 2709 2625 114 2511 2343 168 2288 2265 141 2124 2117 1875 84 1835 1780 96 1684 1664 1516 1498 1406 1374 1342 1304 1247 1227 242
is_linear=0
shrinkage=0.00373115


Tree=551
num_leaves=31
num_cat=0
split_feature=4 403 11 0 1 151 160 48 1456 151 13 15 3 43 150 15 4 15 0 15 1 2 4 402 1 51 16 12 47 52
split_gain=0.156684 0.144837 0.147117 0.126995 0.146014 0.182366 0.138726 0.138451 0.128834 0.119389 0.117544 0.111161 0.142794 0.145215 0.138889 0.188041 0.129576 0.127883 0.112566 0.10018 0.119468 0.13923 0.119095 0.105162 0.0907744 0.0907568 0.0822928 0.103087 0.0796126 0.0697314
threshold=0.27287000000000006 -0.092474999999999988 0.081790000000000015 -0.0058249999999999994 1.0000000180025095e-35 -0.086654999999999982 -0.23686999999999997 0.081275000000000014 -1.0000000180025095e-35 -0.27559499999999998 -0.083364999999999981 -1.0000000180025095e-35 -0.084074999999999997 -0.082389999999999977 0.087790000000000021 -0.08730499999999998 -0.076779999999999987 0.095175000000000023 -0.076899999999999982 0.035560000000000008 0.081315000000000012 0.090545000000000014 0.0067750000000000006 -0.47520499999999993 0.092695000000000013 0.045645000000000005 0.15891500000000003 0.097825000000000009 0.11518500000000002 -0.020999999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 11 -6 -7 26 -8 -2 25 14 18 -14 -3 -16 -15 -18 -13 20 -12 22 -22 -21 -24 29 -5 -28 -26 -10
right_child=9 2 -4 7 5 6 8 -9 10 -11 19 12 13 16 15 -17 17 -19 -20 23 21 -23 24 -25 28 -27 27 -29 -30 -31
leaf_value=-0.0010724372305128999 -0.001125020791854021 -0.0012488615693425505 -0.0010438762150718436 0.00054690260058280467 0.0007436181764952206 -0.0012546331006417705 -0.0012524084153147609 0.0011559500536222071 0.0010381152246385127 0.00056603914246594221 0.001097691398382755 -0.0012513298867519826 0.0010233045745556885 -0.001254532516693105 0.0011527574717085402 -0.0012521467098975255 0.00059896759946155304 -0.0012601137605476114 3.094711943592291e-05 0.0012935932564597415 -0.0010096565403194819 0.00032342740834871313 0.00092882128264036633 -0.00090020119258147821 -0.00089711326853361521 0.0012130051727505279 -0.0007295227082877669 0.00055509322716612889 0.00017803057815339826 -8.7161106568952814e-05
leaf_weight=0.25095217101625156 0.070463689160533249 0.43717040012779729 0.25052428023627715 0.32228012271662088 0.4431117918720705 0.15543383269687261 0.13116628699208499 0.24105968372896314 0.11170863639563322 0.76916908731800493 0.13995463959872489 0.27173662849963875 0.2067648045704118 0.13518989164367667 0.10479239892447367 0.096619286479835864 0.25944654338672901 0.073393012462474871 0.17339539063686971 0.037265289574861526 0.3361857157651682 0.67284165015007602 0.1121589268441312 0.36171002232003946 0.20119015473756008 0.18282362882746384 0.27938970300601795 0.1476163977640681 0.22622818336822093 0.35807079743972448
leaf_count=355 15 610 125 68 98 76 78 50 31 337 7 244 23 125 7 85 31 102 34 1 118 73 9 154 34 53 55 9 27 87
internal_value=0 -0.000145595 -0.000109641 -7.20048e-05 -0.00014934 -1.40991e-06 -0.000110481 0.000336275 -4.85444e-05 0.000424122 9.08277e-06 -0.000441234 -0.000205162 0.000155454 -0.000855249 -9.00151e-07 -0.000227942 0.00018903 -0.000751836 -0.000134913 -2.50444e-06 -0.000101934 -0.000428736 -0.000695295 -6.67916e-05 0.000469692 7.25698e-05 -0.00028543 -0.000328051 0.000180418
internal_weight=0 6.72018 6.46923 6.2187 5.22836 3.46985 3.02674 0.990346 2.8713 0.839633 2.74014 1.75851 1.11993 0.674794 0.638582 0.201412 0.468029 0.33284 0.445132 2.08753 1.68856 1.5486 0.875763 0.398975 0.539577 0.652603 0.749286 0.427006 0.427418 0.469779
internal_count=3121 2769 2414 2289 2107 846 748 182 672 352 594 1261 559 281 702 92 258 133 278 423 268 261 188 155 70 171 132 64 61 118
is_linear=0
shrinkage=0.00124344


Tree=552
num_leaves=31
num_cat=0
split_feature=4 11 403 52 151 1456 452 1213 474 480 1374 51 133 52 160 151 133 448 12 13 1 43 39 132 40 52 16 49 130 15
split_gain=0.157071 0.170308 0.165671 0.164444 0.158318 0.147181 0.161645 0.1452 0.135297 0.12718 0.123556 0.119098 0.107671 0.118194 0.100857 0.197366 0.129747 0.10687 0.0982248 0.121092 0.156826 0.109527 0.100091 0.109918 0.128067 0.111509 0.114052 0.110481 0.109817 0.155655
threshold=0.27287000000000006 0.081790000000000015 -1.0000000180025095e-35 -0.04127999999999999 -0.27559499999999998 -1.0000000180025095e-35 0.085195000000000007 -1.0000000180025095e-35 -1.0000000180025095e-35 0.084710000000000021 0.10637000000000001 0.11144500000000002 -0.25159999999999993 -0.53299999999999992 -0.091944999999999985 -0.010154999999999999 -0.030254999999999994 -0.083859999999999976 -0.14757499999999998 -0.091054999999999983 0.08844500000000001 0.070450000000000013 -1.0000000180025095e-35 0.081465000000000024 -0.080519999999999994 -0.088204999999999992 0.46043000000000006 -0.42399999999999993 -1.0000000180025095e-35 0.088235000000000022
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -2 6 -4 -7 -6 10 12 -10 -9 -14 15 -15 -17 -16 -19 20 21 -20 -21 24 -24 26 27 -26 29 -27
right_child=4 -3 5 -5 8 7 -8 9 11 -11 -12 -13 13 14 17 16 -18 18 19 22 -22 -23 23 -25 25 28 -28 -29 -30 -31
leaf_value=7.2250696289482907e-05 -0.0012991606689237195 -0.0012008946463960052 -0.0014115466999922055 -0.0014047438554572996 -0.0014860071077327198 -0.0014047144487393725 0.0014697944710610296 -0.00090515376326186312 0.00094689624757273556 -0.001407836043144913 -0.0013408366283955253 -0.00037279916121601145 -0.0014065195170423045 0.00093929392328255654 -0.0011172520327241272 0.00069011037780398684 -0.001383970493179723 -0.00098313965959948013 -0.00030247907567771266 -0.0013724291967475929 0.0013711608548090078 0.00096073120969315145 0.0011541645037048327 0.0010210250070809793 0.0014263375127474382 -0.0013637445518396266 0.00029215501366105292 -0.0012496719449571413 0.00029202923473569162 0.00051708008228863235
leaf_weight=0.2477165578311542 0.096342144068330526 0.29512596630956967 0.26353735994780425 0.36724226102887758 0.058347080484963953 0.14148926977213694 0.04468928650021553 0.20624586776102649 0.75931471020157892 0.11821087880161929 0.12109841336496163 0.1630122673814185 0.097110070099005408 0.14736675578751601 0.11560221265244752 0.073730172560317442 0.30013496092578851 0.12440822599455703 0.31885293137747739 0.081364592886530196 0.41471416971762665 0.23323046369478106 0.22271719523996703 0.29338695715705387 0.033440541476011276 0.19950022010016466 0.21782737677131081 0.32005447929987063 2.250708746963936 0.15225044114049524
leaf_count=83 15 127 245 647 3 194 1 128 317 164 22 17 99 32 28 15 140 16 33 17 78 13 80 54 2 43 31 131 330 16
internal_value=0 -0.000158146 -0.000114843 -0.000809784 0.000414435 -4.90107e-05 -0.000993786 -1.91645e-06 0.00058278 3.0934e-05 5.96453e-05 0.000713653 8.88726e-05 0.000125506 0.000152559 -0.000433733 -0.00097494 0.000213948 0.000245596 0.000277859 0.000720177 0.000231171 0.000164467 0.000198356 0.000127295 5.52353e-05 -0.00050519 -0.000996522 0.000178266 -0.000549655
internal_weight=0 7.40176 7.10663 0.614959 1.07702 6.49167 0.308227 6.18344 0.980674 6.04196 5.92374 0.922327 5.80265 5.5964 5.49929 0.521232 0.373865 4.97806 4.86246 4.73805 0.966798 0.552083 3.77125 3.68989 3.3965 3.17378 0.571322 0.353495 2.60246 0.351751
internal_count=3121 2769 2642 730 352 1912 246 1666 337 1472 1308 334 1286 1158 1059 187 155 872 844 828 124 46 704 687 633 553 164 133 389 59
is_linear=0
shrinkage=0.00140088


Tree=553
num_leaves=31
num_cat=0
split_feature=1 0 52 1446 12 3 151 151 4 52 2 159 47 159 2 0 15 0 51 16 12 403 15 52 43 43 15 39 52 15
split_gain=0.180996 0.157823 0.123891 0.12182 0.122107 0.104814 0.0988588 0.0987596 0.0930048 0.165573 0.118193 0.0907226 0.0889031 0.08426 0.0849823 0.107536 0.106524 0.0825659 0.128354 0.125946 0.0821255 0.0771729 0.101598 0.0931427 0.146673 0.0820338 0.0781911 0.0769991 0.0972995 0.11569
threshold=0.094385000000000011 -0.060129999999999996 -0.43320999999999993 0.091555000000000011 -0.054684999999999991 0.090900000000000009 -0.40381499999999992 -0.092724999999999988 -0.49405499999999997 0.10347000000000002 0.12437500000000001 0.092630000000000018 0.090100000000000013 0.082105000000000025 0.092875000000000013 -0.10011499999999998 0.14654000000000003 -0.10224499999999999 0.081440000000000026 -0.014034999999999997 0.092355000000000007 0.03138500000000001 0.088235000000000022 0.083680000000000018 -0.082389999999999977 -0.084154999999999994 0.088655000000000025 0.15619500000000003 0.41580500000000004 0.035560000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 -2 4 12 13 -6 -8 9 -3 11 20 -4 14 15 17 21 18 19 -1 -10 23 -23 -17 25 -25 -24 28 29 -9
right_child=2 8 3 -5 6 -7 7 27 10 -11 -12 -13 -14 -15 -16 16 -18 -19 -20 -21 -22 22 26 24 -26 -27 -28 -29 -30 -31
leaf_value=-0.0010948576603527745 -0.0012221895636483691 -0.0010084720636949044 0.001188524881788991 -0.0012024240319340343 -0.0011150296910361077 0.00020925391203563827 0.0012098200241799997 0.0002912270188879206 0.0012133720338075697 0.00050073315266501144 -0.00081436063205836276 -0.00026818290133554358 0.00013179839192601473 -0.0011577483949116963 -0.00090646313657782147 -0.0011583850620682649 0.0012394128278995313 0.00090741340468089939 0.00065692808922817496 0.00036114780693352508 0.0001899482024700567 -0.0010630070336599805 0.0011474914735682068 -0.00064282954024998302 -0.0012209045531333485 0.0012659041430458633 -0.00036951529529816591 0.0012403707497267151 -0.00087417721957789955 -0.00050604166697672574
leaf_weight=0.23489213638822548 0.09215661097550798 0.22987773359636776 0.32058947268524329 0.087619333819020428 0.089819115470165189 0.38634696060034901 0.13258477931958834 1.545985546661538 0.32237675166106761 0.20380899045267142 0.10113362461561337 0.1391835710091982 0.18752244260394946 0.24139566809753876 0.40181616856716562 0.46229458564266701 0.048407519236207119 0.1430972032831056 0.20206022306228988 0.14146050177805591 0.18248510331613943 0.10643031961808447 0.10366977659577969 0.052351436013850616 0.12593307249335339 0.092739671745221131 0.09843888215982588 0.088161005245637969 0.14825440927961597 0.32784080666897342
leaf_count=56 119 64 239 29 19 48 25 305 35 18 62 20 44 242 390 566 3 16 26 22 49 100 7 70 315 5 64 23 66 74
internal_value=0 -0.000225378 0.000169537 0.000213335 0.000257002 -0.00038096 0.000139042 0.000189264 0.000149609 -0.000299228 0.000410827 0.000603217 0.000798532 -0.000473843 -0.000399263 -0.000286775 -0.00052838 7.83108e-05 -0.000126806 -0.000547586 0.00084345 -0.000610517 -9.90172e-05 -0.000825727 -0.000258301 0.000577199 0.000408619 0.000125144 7.65207e-05 0.000151739
internal_weight=0 4.0202 3.02053 2.92838 2.84076 2.84133 2.33265 2.24283 1.17887 0.433687 0.745179 0.644045 0.508112 2.45499 2.21359 1.81178 1.09027 0.72151 0.578413 0.376353 0.504862 1.04186 0.308539 0.733319 0.271024 0.145091 0.202109 2.11024 2.02208 1.87383
internal_count=3121 2178 943 824 795 1930 512 493 248 82 166 104 283 1882 1640 1250 1130 120 104 78 84 1127 171 956 390 75 71 468 445 379
is_linear=0
shrinkage=0.00121906


Tree=554
num_leaves=31
num_cat=0
split_feature=12 3 15 43 43 49 160 147 1 44 122 4 403 52 15 43 0 15 15 42 48 48 151 151 0 13 52 1 0 1
split_gain=0.158732 0.164768 0.131896 0.124743 0.141335 0.120787 0.106817 0.102834 0.101839 0.130384 0.0928362 0.0916132 0.10886 0.102806 0.0993066 0.104135 0.0978723 0.0967029 0.11546 0.0955095 0.0907191 0.150065 0.108077 0.103395 0.116574 0.0976401 0.0936303 0.0887096 0.145953 0.0871741
threshold=0.084100000000000022 0.10732000000000001 0.084050000000000014 -0.04890499999999999 -1.0000000180025095e-35 -0.028954999999999998 -0.067824999999999983 0.089025000000000007 0.14000500000000002 1.0000000180025095e-35 1.0000000180025095e-35 0.09173000000000002 0.03138500000000001 0.091275000000000009 -0.09551999999999998 -0.15879999999999997 -0.084269999999999984 0.090615000000000015 0.088235000000000022 -1.0000000180025095e-35 0.12879500000000002 0.097025000000000014 -0.086654999999999982 -0.044604999999999992 -0.23091999999999999 -0.093839999999999993 -0.085984999999999992 1.0000000180025095e-35 -0.084044999999999995 0.12500000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 5 3 10 -5 6 -2 8 9 20 27 12 13 -7 -15 -16 -14 18 19 -18 21 22 -6 -24 -25 -26 -27 28 -1 -13
right_child=1 -3 -4 4 7 11 -8 -9 -10 -11 -12 29 16 14 15 -17 17 -19 -20 -21 -22 -23 23 24 25 26 -28 -29 -30 -31
leaf_value=-0.0012011325971184631 -0.0012006519296519193 0.00060724660281167425 -0.00075185030224627551 -0.00096618035483656104 0.00089001212831849356 -0.0010821100867534146 0.00028917598788594429 0.0010746057133823367 0.0009888079207387851 -0.0011045569033558426 -0.00097961166284707022 -0.00031232002240813171 -0.001200201525832723 0.00084143109418887763 0.00067319896508801348 -0.0010327583291531548 -0.0012049067259261653 -0.0011994361110295583 0.0011149662123782387 0.00093556959855953486 -0.00071518861575353937 0.00094943246668419807 -0.0011259546745765567 0.0010514469265105377 0.00065080689293996684 -0.0012125261667159451 -0.00014070726914451603 0.00089102186938135974 0.00057775897942859557 0.00078197663422003379
leaf_weight=0.087745931730751181 0.078037358638539445 0.28873936549643975 0.23933017826493586 0.19000743109791196 0.16935552749782967 0.75141316936060343 0.57709306944889327 0.14657600049395103 0.15131170137465222 0.14887132868170727 0.055542156245792285 0.53472160082310427 0.09603252234228421 0.082635850354563445 0.066216703831742052 0.22404475609801011 0.079594007751438767 0.061569699289975688 0.16316299437312409 0.047574774958775268 0.19633065030211572 0.27673759052413505 0.13239607516152485 0.13089960906654718 0.18260693860065835 0.13825061584066245 0.73724301950277704 0.5963271925720619 0.26439887294691355 0.12908733356744051
leaf_count=96 58 30 128 62 24 1091 103 50 61 37 9 130 98 29 18 345 53 67 17 12 21 39 17 11 54 46 103 246 35 31
internal_value=0 -0.000253624 0.000107328 0.000164374 2.62271e-05 -0.000339598 0.000111712 0.000104451 4.16413e-05 -2.61951e-05 0.000522199 -0.000471826 -0.000629016 -0.000827517 -0.000314496 -0.000643582 -0.000130778 0.000161063 0.00044958 -0.000404139 5.55522e-05 0.000141165 -8.87847e-06 -0.000124084 -1.25249e-05 -0.000144151 -0.00030996 0.000610144 0.000134502 -9.95181e-05
internal_weight=0 3.17992 3.84393 3.6046 2.60059 2.89118 0.65513 2.41058 2.264 2.11269 1.00401 2.23605 1.57224 1.12431 0.372897 0.290261 0.447934 0.351901 0.290332 0.127169 1.96382 1.76749 1.49075 1.3214 1.189 1.0581 0.875494 0.948472 0.352145 0.663809
internal_count=3121 2082 1039 911 525 2052 161 463 413 352 386 1891 1730 1483 392 363 247 149 82 65 315 294 255 231 214 203 149 377 131 161
is_linear=0
shrinkage=0.00119516


Tree=555
num_leaves=31
num_cat=0
split_feature=1213 475 1456 452 403 2 453 475 474 4 11 124 124 1374 4 158 1 156 4 123 1 1186 43 43 131 1374 1 0 4 12
split_gain=0.0287749 0.0477015 0.0292286 0.0335845 0.0287973 0.0311578 0.0292367 0.0307002 0.0390973 0.0386858 0.0410256 0.0372873 0.0404185 0.0377951 0.0335721 0.0382075 0.0333782 0.0288043 0.0276132 0.0268609 0.0293428 0.0341043 0.0342543 0.055103 0.0476962 0.0321644 0.0492167 0.0405932 0.0383415 0.0375142
threshold=-1.0000000180025095e-35 -0.086004999999999984 -1.0000000180025095e-35 0.085195000000000007 -0.083259999999999987 0.10672500000000001 0.089960000000000026 -0.08663499999999999 -1.0000000180025095e-35 0.50996500000000011 0.088215000000000002 -0.043384999999999993 -0.31141499999999994 0.093235000000000012 0.27287000000000006 0.09445000000000002 0.11866500000000001 0.091255000000000017 0.038415000000000012 0.092645000000000019 0.10060500000000001 0.091245000000000007 -0.15582499999999996 -0.096754999999999994 0.023795 -0.094929999999999987 0.092945000000000014 -0.23051499999999997 0.23246000000000003 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -2 5 -4 7 18 -9 10 11 12 -10 14 15 17 -12 19 -6 20 21 22 -13 -24 25 -25 27 -27 29 -29
right_child=2 -3 4 -5 6 -7 -8 8 9 -11 16 13 -14 -15 -16 -17 -18 -19 -20 -21 -22 -23 23 24 -26 26 -28 28 -30 -31
leaf_value=0.0036652871845105997 -0.0031568224775320041 -0.0031739968772579539 -0.0035119449226090269 0.0036913667381957734 -0.003116782279851414 0.0021879879538772885 -0.0025128649199190785 -0.0036923658072422821 -0.0028526646533534182 0.0034111228009911557 -0.0032525488874038432 0.0019158062154189428 0.0026312216441067935 -0.0031026174323224858 0.0021981794107979592 -0.0033774677801386428 0.0012392157221820276 -0.001887134102783073 0.0030340560045178286 -0.0023262646748796797 0.0012020404961397616 -0.0036665547954954384 -0.0036847809003488162 -0.0020514566419086904 -0.0036715356116340408 0.0036711421677492416 -0.0019702995670498303 -0.0033546291507236176 -0.0036762115591139795 0.00087643457837914595
leaf_weight=0.016329677309840918 0.067781039079364613 0.080843981733324077 0.055861156420634273 0.011102804914116859 0.061656459626649229 0.016564352324166975 0.054776126504293532 0.033028245076823448 0.020317083202826325 0.052288777844296308 0.076800953254860249 0.14135169433393802 0.150799019695118 0.044953332937438861 0.11481076410927915 0.039690066901130083 0.030908859858755022 0.081088950624689349 0.011543756581886555 0.049100403848569729 0.46081253106967768 0.030773655147640855 0.051332246693167272 0.0699068519570617 0.041069102790970757 0.060456787687146796 0.095800200884696096 0.028993165789873099 0.027363493076336454 0.75180247512068876
leaf_count=4 257 487 320 1 120 42 36 52 13 138 57 61 159 33 112 74 18 100 7 24 168 16 47 34 80 9 38 20 13 581
internal_value=0 -0.00202468 -3.50981e-06 -0.00219295 6.15697e-05 -0.00220832 0.000125255 0.000182447 0.000251942 0.000305764 0.000237197 0.000342065 0.0019801 0.000207908 0.000280703 0.00016661 -0.00196357 0.000241042 -0.00214679 0.00033645 0.000410749 0.000130011 0.000222146 9.66972e-06 0.000186019 0.000339188 0.000512477 0.000786304 0.000570495 0.000719323
internal_weight=0 0.0971737 2.73273 0.0788838 2.65385 0.0724255 2.58143 2.52665 2.45345 2.42042 2.36813 2.26042 0.171116 2.08931 2.04435 1.92954 0.10771 1.88985 0.0732002 1.80876 1.75966 1.29885 1.26808 1.12672 1.07539 1.03432 0.964416 0.868616 0.808159 0.780796
internal_count=3121 491 2630 258 2372 362 2010 1974 1847 1795 1657 1582 172 1410 1377 1265 75 1191 127 1091 1067 899 883 822 775 695 661 623 614 601
is_linear=0
shrinkage=0.00364992


Tree=556
num_leaves=31
num_cat=0
split_feature=31 1446 401 156 147 1348 14 123 133 42 1455 124 40 1 13 131 52 403 132 15 12 42 43 4 16 394 16 3 160 52
split_gain=0.0284902 0.0270147 0.0274779 0.02754 0.0260877 0.0295513 0.0316353 0.0350295 0.0679863 0.0343506 0.0314981 0.0291682 0.0326113 0.0371012 0.0299605 0.0616219 0.0444653 0.0360657 0.0386246 0.0322848 0.0287223 0.0287149 0.0397189 0.0696445 0.0302192 0.0284165 0.0312788 0.0276462 0.0269884 0.0319261
threshold=-1.0000000180025095e-35 0.11581000000000001 0.10076500000000001 -1.0000000180025095e-35 -1.0000000180025095e-35 0.084895000000000012 0.078320000000000015 1.0000000180025095e-35 -0.089569999999999983 -0.14899999999999999 1.0000000180025095e-35 0.14970500000000003 -1.0000000180025095e-35 0.12205500000000001 -0.099939999999999987 0.095205000000000026 0.11434500000000002 -0.088999999999999982 0.081465000000000024 -0.18895499999999996 0.081420000000000006 -1.0000000180025095e-35 -0.50216499999999986 -0.42529999999999996 -0.25582999999999995 -0.50204999999999989 0.68589000000000011 -0.088084999999999983 -0.40698999999999991 0.077655000000000016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 -5 6 7 10 -9 -10 11 12 13 -6 15 16 19 -16 21 -14 -20 24 -23 -24 -19 -26 -27 -22 -25 -30
right_child=1 -3 -4 4 5 -7 -8 8 9 -11 -12 -13 14 -15 17 -17 -18 18 20 -21 27 22 23 28 25 26 -28 -29 29 -31
leaf_value=0.0037549702735870014 -0.0037363034073246504 -0.0037513977737581219 -0.0033773627413478027 -0.0034487129259889856 -0.0037507861174667424 0.0028549147608841648 -0.0027257602458687505 -0.0030045815735067825 -0.0025325674749199149 0.003371151198141123 -0.0037385550881467379 0.002904881995975286 -0.00099218022610008685 0.0016471377062453288 -0.0035577043394393617 -0.0035413627169545337 -0.0017115362935422426 0.00089952098011367848 0.0035123301052487912 0.0026414634143597784 0.001627313442029275 0.0028132069315007697 -0.0036746873556490981 -0.0037395162133106986 0.0020638521320036482 -0.0036617628023363474 0.0037556474230495446 -0.0037382419286819285 -0.00024402292009382466 0.0012057471752054451
leaf_weight=0.026842268091059274 0.027613458766156174 0.028086325861295225 0.034577112746319361 0.030016599215743844 0.065215145772531513 0.05134150292360562 0.058199090230118489 0.035463768610497937 0.01533404883230105 0.13142948731001514 0.03209750063570016 0.046692735217220505 0.039880457952676807 0.024371128773054807 0.043071858640819971 0.037386209674878046 0.050142663592851022 0.048570143937467947 0.068645026185549685 0.23380272629038179 0.045206735559986555 0.063224877420001824 0.076410799916633354 0.026388576387039175 0.016577720913119265 0.11357327928727068 0.0085151401872280985 0.019004831140136957 0.95995561955029785 0.27149511779498425
leaf_count=86 153 43 164 22 55 50 75 17 6 169 190 17 33 26 349 24 25 25 32 121 37 12 95 98 9 364 4 44 611 165
internal_value=0 -0.000109667 -7.14192e-05 -2.81138e-05 1.10881e-05 5.13095e-05 -5.56961e-06 5.84609e-05 0.00163357 0.00275432 -6.6866e-05 -1.46759e-05 -7.632e-05 -0.00228233 1.68195e-05 0.000996073 0.00151993 -0.000184084 -9.94826e-05 0.00211198 0.00183374 -0.000261557 -7.76388e-05 -0.000214625 -0.00163427 -0.00252177 -0.00314443 3.92588e-05 -4.43396e-06 7.56046e-05
internal_weight=0 2.70229 2.6742 2.63963 2.61201 2.582 2.53065 2.47246 0.182227 0.146764 2.29023 2.25813 2.21144 0.0895863 2.12185 0.361212 0.323826 1.76064 1.71757 0.273683 0.132857 1.58471 1.39747 1.33425 0.187236 0.138666 0.122088 0.0642116 1.25784 1.23145
internal_count=3121 3035 2992 2828 2675 2653 2603 2528 192 175 2336 2146 2129 81 2048 203 179 1845 1496 154 113 1383 981 969 402 377 368 81 874 776
is_linear=0
shrinkage=0.00373271


Tree=557
num_leaves=31
num_cat=0
split_feature=9 138 1374 2 52 2 0 2 1 43 49 147 16 40 15 1 15 3 0 1 51 51 3 48 15 13 13 403 13 11
split_gain=0.0258094 0.0249453 0.0292872 0.0281002 0.0439084 0.0402236 0.0473894 0.0417368 0.0388182 0.0354796 0.0338881 0.0314347 0.030358 0.0423626 0.0375026 0.0299146 0.0547957 0.0620415 0.0494858 0.041175 0.036246 0.0463623 0.0366376 0.0354831 0.0917971 0.0382535 0.048337 0.0387293 0.0357492 0.0320801
threshold=-0.036024999999999995 1.0000000180025095e-35 0.10637000000000001 0.088225000000000012 0.19022000000000003 0.084245000000000014 -0.13455999999999999 0.083995000000000014 0.08844500000000001 -0.51144999999999985 0.29540500000000008 1.0000000180025095e-35 -0.056919999999999991 0.051255000000000002 -0.11713499999999999 0.093575000000000019 0.040760000000000005 0.11924500000000002 -0.13455999999999999 0.11181500000000001 0.086685000000000012 0.078435000000000019 0.096675000000000011 0.088965000000000002 -0.008624999999999999 -0.53104499999999988 -0.42195999999999995 0.104315 -0.13710499999999998 0.088215000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 5 10 6 -2 8 -8 -7 15 -6 14 -14 -10 20 17 29 19 -19 21 23 -22 24 -5 -26 -27 28 -28 -17
right_child=1 -3 -4 4 11 9 7 -9 12 -11 -12 -13 13 -15 -16 16 -18 18 -20 -21 22 -23 -24 -25 25 26 27 -29 -30 -31
leaf_value=0.0036039677629831285 0.0020261896229247 0.0035958809625680505 -0.0033616057301207964 -0.003367032363293593 -0.0027575987407347422 0.0020837707952572411 -0.0030088570357719954 0.002586258069131426 -0.0025507739689027468 -0.002634760872592483 -0.0032625503666256096 0.0035998574375659897 -0.0020708593748637373 0.0024479995681871342 0.00090377673100227706 0.0029366336185157266 -0.0017989402438182509 0.0019109680891385614 0.0028088585958272916 -0.0022036243021182822 -0.0036207207800433502 0.0032658870827158271 0.0012470148198022626 0.001692591457373024 -0.003248547210648912 0.0036175186980105674 -0.0027357478717752026 -0.0036029087717725922 0.00086638185987924056 -0.0010232588425642208
leaf_weight=0.024402520426520247 0.10505380642280215 0.023259623085323144 0.035609158039733191 0.10682111333108057 0.091666628823531826 0.023351442578132264 0.089445870284181495 0.049750801775644504 0.048587061854050262 0.16637364828693535 0.032529945563510299 0.011217258870601654 0.19171591980375524 0.030963968834839761 0.23912036598539999 0.26722976731616654 0.074858923619103734 0.043428163444332313 0.058955240294380928 0.11147467933096777 0.063697141404190916 0.061177175040938891 0.02887691853538854 0.13279704727665376 0.036133579065791288 0.058748953975737983 0.039781236726413205 0.032714897662117437 0.32178026184555697 0.029157629476685543
leaf_count=89 56 22 25 304 201 9 233 35 37 569 26 3 257 7 216 256 39 15 56 57 89 9 6 112 8 8 11 38 272 56
internal_value=0 -9.9849e-05 -0.000133128 -8.79988e-05 0.000200973 -0.000578526 -0.000207573 -0.000568828 -0.000830514 -0.002054 0.00035634 -0.00206446 -0.000448757 -0.00144251 0.000320384 0.000436553 0.0010651 0.00148528 1.37402e-05 -0.00105007 1.98376e-05 0.000268531 -0.00210231 1.69176e-05 -0.000356458 0.000300982 0.000584095 0.000132101 0.000470053 0.00254707
internal_weight=0 2.60628 2.58302 2.54741 1.60305 0.944363 0.754638 0.649584 0.599833 0.189725 1.50016 0.102884 0.510387 0.22268 0.287707 1.46763 0.585104 0.510245 0.213858 0.154903 0.882528 0.789954 0.0925741 0.728777 0.59598 0.489159 0.453025 0.394276 0.361561 0.296387
internal_count=3121 3032 3010 2985 1566 1419 841 785 750 578 1362 204 517 264 253 1336 479 440 128 72 857 762 95 753 641 337 329 321 283 312
is_linear=0
shrinkage=0.00358471


Tree=558
num_leaves=31
num_cat=0
split_feature=1 0 4 12 0 0 52 2 39 3 457 15 151 15 403 3 1 0 3 128 160 47 4 16 4 47 484 48 49 3
split_gain=0.219372 0.171176 0.178709 0.154575 0.138653 0.170725 0.137142 0.132769 0.131389 0.137349 0.131194 0.117834 0.153163 0.144747 0.152365 0.117499 0.167191 0.112842 0.108451 0.104722 0.103213 0.146623 0.126793 0.106787 0.0944597 0.148209 0.117568 0.127394 0.112439 0.0911923
threshold=0.094385000000000011 -0.060129999999999996 -0.49405499999999997 -0.064509999999999984 -0.10011499999999998 -0.10224499999999999 0.10347000000000002 0.12437500000000001 0.15619500000000003 0.31299000000000005 0.080930000000000016 0.083935000000000023 0.13982000000000003 0.090615000000000015 -1.0000000180025095e-35 0.090900000000000009 1.0000000180025095e-35 -0.084269999999999984 0.12178000000000001 0.09258000000000001 0.087570000000000023 0.077555000000000013 -0.0047449999999999992 -0.07550999999999998 -0.0086549999999999978 0.13148500000000005 -1.0000000180025095e-35 0.11077000000000002 0.13984500000000002 -0.088784999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 6 19 5 15 -3 -4 9 10 24 -6 13 14 -13 16 -1 -16 -12 -2 21 22 23 -18 28 26 -26 -28 -5 -9
right_child=3 2 7 8 11 -7 -8 29 -10 -11 18 12 -14 -15 17 -17 20 -19 -20 -21 -22 -23 -24 -25 25 -27 27 -29 -30 -31
leaf_value=-0.0012568988157646446 0.00085730344654661112 -0.001032145915470207 0.00061205375825967184 -0.00085163259881831357 -0.00094295703585806578 0.00083427465659833611 0.00028570714438523874 0.0010755610488533489 0.0012701333546792789 0.0012497198032320326 0.00096316135376384746 -0.0012446675128829944 0.0012832510364727623 -0.0011261169315181997 -0.0012466744014289371 0.00026820159528096295 0.00060703606042830942 0.00058324790500701015 -0.00033942627294224724 -0.0010355641551438445 -0.0011945118192225575 -0.0011016951964032307 0.00092380018455057351 -0.00101734164435102 -0.0010025252116111769 -0.0010274630403379942 0.00036279394560951445 -0.00067029052976859903 0.0006868099970408722 -0.0012568020093114485
leaf_weight=0.32591852919722419 0.57873982266028212 0.29798837806447409 0.82329403780749977 0.5070298294886032 0.93666236837088968 0.23793464248592489 0.20683792961062863 0.034190973965451121 0.12674413993954647 0.12530508211057156 0.30037243568222027 0.13027135297306813 0.083894070237874985 0.32830747515254188 0.061528680322226137 0.4140654579096007 0.11080822661460821 0.3400837854569545 0.14728477422613651 0.049018152290955186 0.13391346683783922 0.14501081721391529 0.26041232747957133 0.14375404495513067 0.13956981903175103 0.21148855600040395 1.1415319125662766 0.22014865183155041 0.085895987809635699 0.10713147189380834
leaf_count=109 274 64 104 228 798 29 18 3 25 62 49 340 3 329 67 43 22 83 14 8 20 25 27 35 47 29 174 22 11 59
internal_value=0 -0.000251161 0.000107224 0.000148312 -0.000395341 -0.000145739 -0.000492194 0.000420925 3.10918e-05 -2.34624e-05 -8.14056e-05 -0.000630486 -0.000320472 -0.000476883 -7.61399e-05 -0.000297758 -0.000507028 0.000302896 0.000534594 0.0007095 -0.000199185 2.77104e-06 0.000313776 -0.000310267 -0.000201005 -5.2922e-05 8.43664e-05 0.000195771 -0.000628761 -0.00069252
internal_weight=0 5.12201 1.46944 3.63313 3.65257 1.77182 0.504826 0.964616 3.00537 2.87863 2.75332 1.88075 0.944085 0.860191 0.531884 1.53388 1.11982 0.401612 0.447657 0.627758 0.793899 0.659985 0.514975 0.254562 2.30566 1.71274 1.50125 1.36168 0.592926 0.141322
internal_count=3121 2178 248 943 1930 310 82 166 661 636 574 1620 822 819 490 281 238 150 63 282 129 109 84 57 511 272 243 196 239 62
is_linear=0
shrinkage=0.00124344


Tree=559
num_leaves=31
num_cat=0
split_feature=156 15 401 41 1446 39 480 13 13 52 0 403 456 155 3 159 2 42 2 4 40 403 150 4 4 51 151 4 15 151
split_gain=0.0246483 0.0265919 0.0252729 0.0254071 0.0245725 0.0255369 0.0338081 0.0325244 0.0466721 0.0393238 0.0357325 0.0330452 0.0332082 0.0335563 0.0313837 0.0301653 0.0400331 0.0327349 0.0288953 0.0471097 0.0281092 0.0295739 0.0272673 0.075392 0.0482079 0.0417941 0.0336096 0.0273519 0.0320842 0.0594199
threshold=-1.0000000180025095e-35 -0.47006499999999996 0.10076500000000001 0.091290000000000024 0.11581000000000001 0.0046100000000000004 0.084710000000000021 -0.091904999999999987 -0.086589999999999986 0.11434500000000002 -0.084269999999999984 -0.088999999999999982 0.090775000000000008 1.0000000180025095e-35 0.10299500000000002 0.09320500000000001 0.113445 -0.11051499999999999 0.089885000000000007 0.23246000000000003 -1.0000000180025095e-35 0.10301500000000001 0.086730000000000015 0.0061450000000000003 0.033845000000000007 0.14780500000000005 -0.40381499999999992 0.16173500000000005 0.088655000000000025 0.15288500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 5 6 7 9 -9 10 18 -10 13 15 -7 17 -17 -13 19 -3 -19 22 25 -24 -25 26 -22 28 -28 -30
right_child=1 2 -4 -5 -6 14 -8 8 11 -11 -12 12 -14 -15 -16 16 -18 20 -20 -21 21 -23 23 24 -26 -27 27 -29 29 -31
leaf_value=-0.0039524155474348699 0.0035071128068770458 -0.00396210062785578 -0.0036089872103917254 -0.0027800927269089437 -0.0039661745667533095 0.0020268141377192293 -0.0039591408018586419 -0.0039586490527928255 -0.0039534248533912497 -0.0023060130459451257 0.0028747676895021267 -0.0029746711599494408 -0.0037801544059179984 -0.0039598967747503898 -0.0010581008518575786 -0.0033747418750680082 0.0023078489729159955 -0.0031650074701736579 0.0016342568334446535 0.0015733810696845784 -0.0039582677995944771 -0.0028760577515422447 -0.0031624257375870582 0.0023907739238854383 -0.0015412462572465294 -0.0039761084862164845 0.0011921308983158731 0.0027791245871856794 -0.0024404552458295223 0.0039653450614935987
leaf_weight=0.025268711016451895 0.032674196722837556 0.04879788204561919 0.031233598650487582 0.051470974729454499 0.023838371620968135 0.19611108103890718 0.034475318201202643 0.051651791734005026 0.034791769846382326 0.050646015231905039 0.15233113948216015 0.047265416279517747 0.036625961429308407 0.032292180616423027 0.069716574827907607 0.07736130565217525 0.02577781807667634 0.034256754093806907 0.12602088954372448 0.047144016418315005 0.020723829577038999 0.040263568055706744 0.10611961126051028 0.1306968352291733 0.077447200688766316 0.026876227412230946 0.68299377262017835 0.1339425897494948 0.098130176366794331 0.02933566746651195
leaf_count=163 106 87 160 60 34 247 158 145 293 47 66 87 56 142 25 135 31 13 79 13 21 64 102 16 39 17 403 47 261 4
internal_value=0 -3.27207e-05 -7.86483e-05 -3.43136e-05 2.37115e-05 6.31479e-05 -7.98771e-05 -1.65386e-05 -0.000262566 0.000959924 0.00140184 -0.000145795 -6.3004e-05 2.40735e-05 0.00121776 0.000108094 -0.00195448 0.00025706 0.000390984 -0.00124207 0.000367685 0.000457559 0.000560313 -0.000453422 0.00092773 0.000881461 0.00101673 0.0011259 0.000852679 -0.00096619
internal_weight=0 2.55101 2.51834 2.4871 2.43563 2.4118 2.14597 2.11149 1.68655 0.42494 0.374294 1.6349 1.60011 1.56348 0.265828 1.53119 0.103139 1.42805 0.221963 0.0959419 1.38079 1.34653 1.30627 0.314264 0.208144 0.992002 0.965126 0.944402 0.81046 0.127466
internal_count=3121 2958 2852 2692 2632 2598 2326 2168 1876 292 245 1731 1438 1382 272 1240 166 1074 179 100 987 974 910 157 55 753 736 715 668 265
is_linear=0
shrinkage=0.00394921


Tree=560
num_leaves=31
num_cat=0
split_feature=1 0 52 3 4 52 150 2 3 48 159 2 2 160 16 4 16 43 132 12 151 42 484 1 15 47 15 160 1 2
split_gain=0.215171 0.146529 0.132949 0.12466 0.116917 0.130389 0.109643 0.0873028 0.197937 0.0867405 0.0865042 0.0880245 0.115907 0.0777312 0.0723188 0.15345 0.144873 0.134052 0.103734 0.0783802 0.0720465 0.0719473 0.0702043 0.0758738 0.110886 0.154865 0.0755491 0.0563452 0.0555705 0.0554911
threshold=0.094385000000000011 -0.060129999999999996 -0.43320999999999993 0.090900000000000009 -0.49405499999999997 0.10347000000000002 0.080470000000000014 0.10731 -0.116045 0.12879500000000002 0.082105000000000025 0.092875000000000013 0.092235000000000025 -0.40698999999999991 -0.083134999999999987 0.018150000000000003 -0.084119999999999986 -0.0037449999999999996 0.12527000000000002 0.090020000000000017 -0.024429999999999997 -1.0000000180025095e-35 -1.0000000180025095e-35 0.12811000000000003 0.050935000000000008 0.096300000000000011 -0.053579999999999996 -0.087429999999999994 0.11230000000000001 0.088475000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 10 5 -3 13 -6 -9 -8 11 12 14 -4 16 18 17 -1 -16 21 -5 -19 27 24 25 -24 -25 -15 -26 -23
right_child=2 4 6 20 7 -7 9 8 -10 -11 -12 -13 -14 22 15 -17 -18 19 -20 -21 -22 29 23 26 28 -27 -28 -29 -30 -31
leaf_value=-0.0012527531909808474 -0.0012994231748616788 -0.0011350607529951352 -0.0013025385489465139 0.00093532012018373971 0.00077811593915452662 0.000484488932429134 0.00092649372341616814 0.0012244623704066038 -0.0013107866126631298 -0.00028279815152387218 -0.0012274629635436421 -0.00097608667819603127 0.00084145373380247672 0.00073918334225759436 -0.001137704210405408 0.0001194954636256162 0.0012329240178841443 -0.0012974700782541265 0.00087494944082814512 -0.0010417546258334721 -0.0001873916718625327 4.1055734051907033e-05 0.00067779732580525848 0.0010869781208886898 -0.001305999839362376 -0.00039743387237436045 0.00011755803371864615 -0.00095939918643850851 0.00014638708232457776 0.0010947955039465977
leaf_weight=0.19194186241657007 0.093129100674559928 0.19765073953749379 0.062642900491483355 0.1624312496278435 0.4782559272716751 0.14367088855942711 0.57003716423787398 0.090336874825879931 0.12000448678736575 0.12020096104242839 0.25133870103672951 0.40324386503561971 0.13575501996456285 0.041976043678005226 0.60281101637701862 0.30374398121784907 0.11490526181296534 0.042905430931568844 0.046138468547724187 0.092754991746915039 0.2327054379711625 0.20121053394541377 0.55483076786913288 0.29504012279721792 0.13226922113244655 0.37618215517431963 0.24732562614371989 0.1476488987173078 0.066133403568528593 0.14313909338670783
leaf_count=252 119 64 30 11 59 18 210 8 99 13 242 390 36 13 714 21 22 35 15 53 37 89 146 159 57 73 38 78 7 13
internal_value=0 -0.000253889 0.000219463 -0.000401648 0.000165755 -0.000453351 0.000273571 0.000472631 -0.000221954 0.000715903 -0.000507196 -0.000427745 -0.000309836 0.000114887 -0.000399683 -0.000639404 -0.00010944 -0.000338988 -0.00099461 2.64003e-05 0.000274128 0.000282244 0.000162589 0.000247203 5.62174e-05 0.000243343 0.00064491 -0.000583395 -0.000821877 0.000479074
internal_weight=0 3.95494 2.70742 2.92502 1.02992 0.341322 2.61429 0.688597 0.210341 0.690238 2.52989 2.27855 1.87531 1.92405 1.73955 0.952693 0.786857 0.671952 0.648949 0.48001 0.395137 0.387255 1.86141 1.67178 1.12942 0.931013 0.542366 0.189625 0.198403 0.34435
internal_count=3121 2178 943 1930 248 82 824 166 107 223 1882 1640 1250 601 1214 750 464 442 729 190 48 137 571 480 283 219 197 91 64 102
is_linear=0
shrinkage=0.00129368


Tree=561
num_leaves=31
num_cat=0
split_feature=1 12 484 42 42 0 131 16 13 159 4 151 52 42 1 3 474 38 13 1456 160 151 0 13 4 1 52 376 15 403
split_gain=0.159305 0.136311 0.11794 0.113226 0.142623 0.115311 0.129983 0.119189 0.115574 0.121202 0.137077 0.0999388 0.106974 0.0929408 0.167055 0.151689 0.0923971 0.08852 0.0884251 0.0851101 0.0820091 0.0817288 0.10985 0.122163 0.0926603 0.0836068 0.0812673 0.076649 0.0994134 0.129455
threshold=0.10060500000000001 -0.054684999999999991 -0.0068949999999999992 -1.0000000180025095e-35 0.092145000000000019 0.18019500000000002 0.084390000000000007 0.26676500000000009 -0.28558999999999996 0.091530000000000014 -0.083854999999999985 -0.40381499999999992 -0.43320999999999993 0.091465000000000005 0.077845000000000011 -0.076669999999999988 0.086870000000000017 0.13659500000000005 0.41383500000000001 -1.0000000180025095e-35 -0.40698999999999991 -0.085369999999999988 -0.23091999999999999 -0.095304999999999987 0.053180000000000012 0.086560000000000012 0.09086000000000001 0.088235000000000008 0.088345000000000021 0.03138500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 17 -1 16 5 6 7 8 -5 10 26 -3 -13 14 15 -12 27 -2 -6 -14 -21 -16 -23 -24 25 -25 -10 28 -4 -30
right_child=1 11 3 4 18 -7 -8 -9 9 -11 13 12 19 -15 21 -17 -18 -19 -20 20 -22 22 23 24 -26 -27 -28 -29 29 -31
leaf_value=-0.0010894965839189485 0.0010275493126630701 -0.0011794932065641165 -0.0011464648568451489 0.0012468005292189262 -0.00074593225790844507 0.0012700330165033174 -0.0011632012352238025 -0.00078772699702168915 0.0010423834587766968 -0.0012095542608172743 -0.0010273206804538491 -0.0012544864866811658 -0.0010210245914972738 0.00090796590274071535 0.0008559532128911805 0.00037995906086481528 0.0010220003893434177 -0.0011992780861163012 0.0012958460594065767 -0.0012553852318253943 0.00027112729762551247 0.0008185884379926353 0.00080506658552467866 4.8438287158027377e-05 0.0003126186640246628 -0.0011292473324910717 2.3438909152234604e-05 0.00072559238909790478 -0.0012520902515599564 0.00079914369981220188
leaf_weight=0.22315203100515635 0.3632745960785545 0.097032995661721411 0.46379278176027572 0.13472625240683767 0.57139729436312325 0.11322735657449801 0.14593752047221631 0.24633264939620847 0.34259182153619105 0.11206073364883185 0.44299667039376966 0.085239594627638193 0.089027495967458736 0.14996887026791217 0.21432886738330126 0.16348864875908165 0.051159716342226602 0.030141140217892826 0.035101424902677536 0.056495623022785213 1.9070324383428627 0.20342893915949389 0.14771109283901751 0.13611288456013404 0.17359530448447913 0.30365854420961114 0.18956102954689413 0.053262977977283299 0.084311996361066122 0.11128440147149377
leaf_count=417 255 17 516 12 372 13 87 74 39 38 327 96 29 22 25 24 22 4 1 19 366 18 15 24 14 57 36 7 145 30
internal_value=0 0.000179199 -0.000203036 -0.000159939 -7.23179e-05 3.23112e-05 -1.2802e-05 4.39056e-05 0.000119381 6.04967e-05 0.000118177 5.989e-05 0.000116145 -3.61497e-05 -0.000115456 -0.000647964 -0.00059887 0.000856943 -0.000627763 0.000173065 0.000227206 0.000158507 3.52351e-06 -0.000214336 -0.000459828 -0.000764744 0.00067942 -0.000715228 -0.000831612 -8.50425e-05
internal_weight=0 2.62824 4.81319 4.59004 3.82623 3.21973 3.1065 2.96056 2.71423 2.5795 2.46744 2.23483 2.1378 1.93529 1.78532 0.606485 0.763812 0.393416 0.606499 2.05256 1.96353 1.17884 0.964507 0.761078 0.613367 0.439771 0.532153 0.712652 0.659389 0.195596
internal_count=3121 786 2335 1918 1198 825 812 725 651 639 601 527 510 526 504 351 720 259 373 414 385 153 128 110 95 81 75 698 691 175
is_linear=0
shrinkage=0.00124864


Tree=562
num_leaves=31
num_cat=0
split_feature=1 52 14 484 1186 1186 42 43 3 42 455 4 48 147 52 4 16 4 48 8 0 0 151 52 13 48 0 16 133 13
split_gain=0.0245347 0.0348346 0.0302946 0.0301685 0.0312499 0.0346424 0.0374135 0.0489503 0.0480132 0.0465737 0.0363642 0.034793 0.0291406 0.0427116 0.0349997 0.0319863 0.0718649 0.051267 0.0271699 0.0262478 0.0288052 0.0758339 0.0459879 0.0457433 0.0659985 0.0435516 0.0402944 0.0392139 0.0281271 0.0240912
threshold=0.10060500000000001 -0.43320999999999993 0.062655000000000016 -0.0068949999999999992 0.091245000000000007 0.085175000000000015 0.092145000000000019 -0.48582499999999995 -0.15327499999999997 0.091295000000000015 0.081825000000000009 0.08184000000000001 -0.086869999999999989 1.0000000180025095e-35 0.41580500000000004 0.033845000000000007 0.052820000000000013 0.061775000000000004 0.13400000000000004 -0.057044999999999992 -0.10151999999999999 -0.084269999999999984 -0.46784999999999993 0.11434500000000002 -0.084034999999999985 0.086260000000000017 -0.077809999999999976 0.15891500000000003 -0.088004999999999986 -0.041739999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 -1 5 6 8 -8 -5 11 -9 19 -3 14 15 16 -14 -17 29 -10 25 22 -22 24 -23 -21 -26 -28 -25 -19
right_child=1 12 -4 4 -6 -7 7 10 9 -11 -12 -13 13 -15 -16 17 -18 18 -20 20 21 23 -24 28 26 -27 27 -29 -30 -31
leaf_value=-0.0024858562976440958 -0.0031300638812262393 -0.0017106482438438765 -0.0031301863117500347 0.0024194614392714247 -0.0031343005353835704 0.0024187043444973614 0.0020043777073500031 -0.0027724978619702335 -0.0031704660243427061 0.0023249256902912814 0.0022830510290911582 -0.0020116321664155425 0.0024570860759338493 0.0031107634523818298 -0.0022792949746060593 -0.0031616855422354788 -0.0012669812950383897 0.0015508760364249348 -0.001798814658049317 0.001451451363164152 0.0026932274238773745 0.0020220016158550925 -0.0031298514747528563 0.0024645133723817853 -0.0025961310726965899 -0.00080989477719059478 0.0010625476608811628 -0.0023317535542453091 -0.0031490260875963205 2.6040505099394633e-05
leaf_weight=0.055644479783950707 0.027412331241976062 0.057520649570506066 0.035848915637870848 0.076543208575457711 0.033365464909365872 0.052317471212518174 0.03208907920634374 0.13374324407686788 0.026654385030269734 0.070747378456871846 0.01548697822727263 0.10367739545927168 0.18729536367936805 0.06074340131090139 0.045075120804540347 0.043053209723439068 0.069237759289535461 0.17298932115318166 0.049007660032657441 0.2389486221909457 0.014846265170490369 0.16986750482737911 0.12158377764990214 0.010316415049601346 0.065968709999650987 0.12737113956609392 0.13901823229298638 0.04362250147278246 0.055835276372818043 0.24315367246799724
leaf_count=395 97 29 88 37 36 18 7 336 2 36 12 101 155 66 47 21 36 176 27 67 19 76 460 10 304 36 102 101 92 132
internal_value=0 0.00033997 -0.000290841 -0.000226729 -0.000144674 -7.81136e-05 -0.000168431 -0.0014953 2.17566e-05 -0.000132669 -0.00224784 -0.000288226 0.000442463 0.000584727 0.000395251 0.000552894 0.00145197 9.90556e-05 0.000400862 -0.000112021 -2.94578e-05 -0.000439171 -0.00249619 0.000139909 0.000521428 0.00066517 -0.00050387 0.000251842 -0.00227359 0.00065991
internal_weight=0 0.955488 1.6235 1.58765 1.532 1.49864 1.44632 0.181319 1.265 1.18846 0.14923 1.11771 0.928076 0.870556 0.809812 0.764737 0.256533 0.508204 0.465151 1.01403 0.987378 0.621059 0.13643 0.484629 0.418477 0.36632 0.248609 0.182641 0.0661517 0.416143
internal_count=3121 786 2335 2247 1852 1816 1798 355 1443 1406 348 1370 689 660 594 547 191 356 335 1269 1267 1164 479 685 583 103 507 203 102 308
is_linear=0
shrinkage=0.00312336


Tree=563
num_leaves=31
num_cat=0
split_feature=1 12 3 0 4 52 4 47 48 50 42 160 124 2 49 3 151 1373 12 51 51 12 16 0 0 9 0 1429 4 403
split_gain=0.167235 0.160474 0.136199 0.119879 0.0989665 0.131221 0.0921554 0.182259 0.152105 0.14596 0.105396 0.101501 0.090453 0.0870962 0.0841648 0.0853688 0.071249 0.0683142 0.0674036 0.06535 0.112041 0.057882 0.0560193 0.0766256 0.121621 0.0808869 0.0758621 0.0773076 0.0745325 0.0668792
threshold=0.094385000000000011 -0.064509999999999984 0.31299000000000005 0.024095000000000002 -0.49405499999999997 0.10347000000000002 -0.013125 0.096300000000000011 0.12879500000000002 0.10987000000000001 -0.098769999999999983 -0.079279999999999975 -0.088289999999999993 0.11704500000000001 0.006170000000000001 0.090900000000000009 -0.08341999999999998 0.085770000000000013 0.10345000000000001 0.088210000000000011 0.045645000000000005 0.085885000000000017 -0.48836499999999994 -0.084804999999999978 -0.083914999999999976 0.091600000000000015 -0.23194499999999998 0.084990000000000024 -0.14098499999999997 0.03138500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 12 6 14 5 -5 13 8 9 10 -8 -12 -2 16 15 19 -3 -14 -9 20 22 -6 -1 25 -25 26 -24 -28 -26 -30
right_child=1 2 -4 4 21 -7 7 18 -10 -11 11 -13 17 -15 -16 -17 -18 -19 -20 -21 -22 -23 23 24 28 -27 27 -29 29 -31
leaf_value=-4.5368470371541321e-05 -0.00037655530559118863 0.00062279155607063434 0.0014631494319973053 -0.0012367236570340341 0.0011932582211568823 0.00036818376100753824 -0.00062576265993044685 -0.00091342219294830761 -0.0010413535498415534 -0.0012521651333482131 -0.00027994240606133553 0.0010350021051327503 0.0012722155280436272 -1.929400162549097e-05 -0.0012790679792927374 6.2959717139903828e-06 -0.0013095345155474409 -0.00042768348707169818 9.2117084091716784e-05 -0.0014781454356464715 0.00029817362332755113 3.5369927125352571e-05 0.00098638128507150518 0.0006558667828559764 0.0014446854331402485 0.00035655018759418614 -0.0014169425183946567 0.00041288384950001667 -0.001110119018981244 -0.00020003101171228908
leaf_weight=0.22131263185292627 0.14204056237213081 0.044576348649570718 0.092215065938944352 0.25648947760055307 0.14014013682026405 0.18694687154493295 0.13200480851810559 0.66733654384734098 0.1836268767074215 0.10248154291184619 0.15460634480405266 0.6419312507496191 0.30580346075294107 0.21470147022046149 0.45541458398656676 0.41534281187341537 0.44307766010752025 0.060028703941497952 0.17956815104116686 0.21287415065307858 0.24493719189194951 0.26475655296235345 0.031701980391517282 0.15408485855732701 0.031579951144523277 0.074010971002280712 0.82185524273154587 0.052114421232545283 0.56993154204974061 0.24508967439032858
leaf_count=42 33 10 62 55 29 17 11 92 11 16 32 154 239 37 487 45 206 10 30 144 37 33 3 68 6 3 517 15 570 107
internal_value=0 -0.000144424 -0.000278604 -0.00057638 -8.46224e-05 -0.000560116 -0.000336716 -0.000181439 0.000180275 0.000397849 0.000579958 0.000779774 0.00061017 -0.000792485 -0.000694551 -0.000607978 -0.0011329 0.000993282 -0.000700219 -0.000703911 -0.000636547 0.00043613 -0.000740535 -0.000818222 -0.000534668 -0.00110785 -0.00122752 -0.00130783 -0.000751351 -0.000836441
internal_weight=0 3.364 2.85613 4.37858 0.848333 0.443436 2.76391 2.06156 1.21465 1.03102 0.928542 0.796538 0.507873 0.702355 3.53025 3.07484 0.487654 0.365832 0.846905 2.65949 2.44662 0.404897 2.20168 1.98037 1.00069 0.979683 0.905672 0.87397 0.846601 0.815021
internal_count=3121 943 661 2178 134 72 599 346 224 213 197 186 282 253 2044 1557 216 249 122 1512 1368 62 1331 1289 751 538 535 532 683 677
is_linear=0
shrinkage=0.00145689


Tree=564
num_leaves=31
num_cat=0
split_feature=39 42 2 457 1456 376 1375 1 0 39 132 1456 15 11 1 13 43 43 457 15 52 133 133 1 4 13 51 13 43 52
split_gain=0.0250995 0.0262923 0.0298787 0.0279152 0.0369938 0.0374503 0.0363691 0.0438359 0.0479288 0.0309839 0.027955 0.0284147 0.0297266 0.0406062 0.0346846 0.0284195 0.0385706 0.0405614 0.0361842 0.0381566 0.033367 0.0308748 0.0293567 0.0443902 0.0342081 0.0297008 0.026695 0.0487213 0.0399419 0.0379062
threshold=0.16946000000000003 -0.26584999999999998 0.17025000000000004 0.080930000000000016 -1.0000000180025095e-35 1.0000000180025095e-35 -0.43996499999999994 0.086105000000000015 -0.087634999999999977 -0.082829999999999987 -1.0000000180025095e-35 0.075120000000000006 -0.24436499999999997 0.087830000000000005 0.111945 -0.094514999999999988 -0.08287499999999999 -0.088249999999999981 -0.22896499999999997 0.091915000000000011 0.11434500000000002 -0.17773999999999998 1.0000000180025095e-35 0.080000000000000016 -0.17966999999999997 -0.091904999999999987 0.12547500000000003 -0.063184999999999977 -0.073959999999999984 -0.085984999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 10 -5 8 -8 -7 -6 12 14 15 -12 20 17 22 -18 26 21 -14 24 25 -17 -24 27 -20 -29 -30
right_child=-2 2 -4 6 5 9 7 -9 -10 -11 11 -13 13 -15 -16 16 18 -19 19 -21 -22 -23 23 -25 -26 -27 -28 28 29 -31
leaf_value=-0.0031329339560560703 0.0031371625760522131 -0.0031246737513133003 0.0031188717267219362 -0.001296747124694454 -0.0024317302596383091 -0.00077014181189510389 -0.0021044441908621139 0.0019191994736231198 0.0017103454167274605 0.0031134037611987788 -0.00036878211038168009 -0.003125805704395948 -0.001909859586012934 -0.0031369507940114615 0.0028173236776423728 0.0029817516115450264 0.002695106353431129 0.0022040935482095202 -0.0027190439891627599 -0.002905534216289256 -0.0016956577986182361 0.001286028142915261 0.0031463026220945236 0.0014011907865927676 -0.00014328093204561175 -0.0031377548468943719 0.0016006545768793177 0.0029370068869385224 -0.0026824496813028062 -0.00033581709586180165
leaf_weight=0.027513927299879337 0.023558571658213512 0.04283396336268408 0.028368993082039995 0.078188410650909645 0.057363061930120529 0.030398899922147393 0.070814731096106698 0.21641618037210719 0.058630607789382228 0.058526996092950756 0.065423717322120267 0.032178618709394757 0.032870023320356268 0.047103422648433368 0.067717116783114761 0.045588681241497397 0.027876773718164438 0.091178831447906394 0.11298820622050776 0.084542380386665172 0.054334031432517804 0.28205668735154255 0.0080689508467912674 0.040268890968945925 0.13552545102902513 0.079421381889460463 0.046358445301848406 0.031540476773444515 0.078393013848654713 0.46285866529295872
leaf_count=18 23 275 54 14 297 5 41 138 58 105 22 223 32 72 118 8 10 81 320 239 40 159 1 31 110 174 34 16 106 297
internal_value=0 -9.91562e-05 -6.53326e-05 -0.000102362 -0.000255489 -0.000193186 0.000625417 0.00105996 -0.000376584 0.00178583 -0.000286614 -0.000219237 -0.000167105 -0.000280835 0.00125171 -0.000197475 -0.000423043 0.000375175 -0.000801144 -0.000920486 0.00056281 0.000952462 -0.000164718 -0.00131022 0.000643329 -0.0025582 -0.000691266 -0.000846199 -0.000476764 -0.000675695
internal_weight=0 2.49535 2.46784 2.43947 2.01542 1.97258 0.42405 0.345862 0.129445 0.0889259 1.88366 1.82629 1.79412 1.66097 0.133141 1.61387 1.24461 0.400052 0.844558 0.816681 0.369261 0.314927 0.308873 0.127759 0.181114 0.0874903 0.732139 0.68578 0.572792 0.541252
internal_count=3121 3098 3080 3026 2775 2500 251 237 99 110 2390 2093 1870 1730 140 1658 1427 405 1022 1012 231 191 324 206 118 175 773 739 419 403
is_linear=0
shrinkage=0.00312071


Tree=565
num_leaves=31
num_cat=0
split_feature=123 484 15 1 51 48 457 133 3 3 1 132 0 12 157 157 1213 15 454 4 13 49 33 52 403 15 0 160 48 3
split_gain=0.124655 0.115343 0.147885 0.124017 0.162728 0.137419 0.176301 0.11137 0.110876 0.118553 0.108107 0.0958217 0.0979919 0.116585 0.0961475 0.132437 0.0995052 0.0872102 0.08586 0.0929852 0.0865052 0.0913618 0.120048 0.106588 0.127402 0.0805143 0.0805211 0.0828047 0.0797685 0.0770221
threshold=1.0000000180025095e-35 -0.0068949999999999992 1.0000000180025095e-35 0.13559000000000002 -0.40274499999999996 0.12737000000000001 0.080930000000000016 -0.089569999999999983 0.090900000000000009 -0.080634999999999984 0.10752500000000002 -1.0000000180025095e-35 0.18019500000000002 0.10832500000000002 -0.082234999999999989 -0.08107499999999998 -1.0000000180025095e-35 0.079055000000000014 -1.0000000180025095e-35 0.40473500000000007 0.18141000000000002 -0.049784999999999989 -0.0066799999999999993 -0.099454999999999974 -1.0000000180025095e-35 0.091915000000000011 0.089620000000000019 -0.087694999999999981 0.084170000000000009 0.16158000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 5 -5 6 10 -2 9 -8 11 -3 13 14 -13 -16 -17 -4 -18 20 21 -20 -23 -24 -25 26 27 28 -26 -27
right_child=7 3 17 4 -6 -7 8 -9 -10 -11 -12 12 -14 -15 15 16 18 -19 19 -21 -22 22 23 24 25 29 -28 -29 -30 -31
leaf_value=-0.0010340610506964609 -0.00090089902101872781 -0.0012235265308269698 0.001144188942216558 -0.0012325746519652322 0.00093631040074820229 -0.00090740217477729721 0.00037552941122630977 0.0006388715791393046 0.00091074192909971292 -0.001089649067867986 0.00020067403508504687 -0.0011199571674605972 0.00052385605784030747 -0.0012409616314371921 0.001121180339466406 -0.0010759316601011435 -0.0012343657984630252 -0.0012199212937607576 -0.00061348290764688272 0.0012298347554863555 -0.0012288962622786065 -0.001183833961067074 -0.00076737650119358073 -0.00097916350941558645 -0.00098547369527719297 -0.0012274326332742886 -0.00037781497725610029 0.000565403933781731 0.00087531673811899128 0.0012490738715383854
leaf_weight=0.39833543731947418 0.0799910276546143 0.14758571882339344 0.08721922647964675 0.061123151332139969 0.32348712323437201 0.31409448829072051 0.34099311637692153 0.54837678460535233 0.39105390489567071 0.10808325462858182 0.9416032002045539 0.16831467235170006 0.24455614737234999 0.17609500583057514 0.11306462952052454 0.19028447300297813 0.10726566566154661 0.031587191107973922 0.44728660861438108 0.07353172288276244 0.10790901939617459 0.12095147490618297 0.20315697659680543 0.13328412799456169 0.10551823346032052 0.091427471154020057 0.20208646956598375 1.1266676359082055 0.050680013780947775 0.023450193926692009
leaf_count=358 18 271 13 8 120 46 77 247 59 22 194 140 20 89 18 348 33 118 75 11 31 18 193 236 81 104 18 137 17 1
internal_value=0 -0.000124532 -0.000678038 -7.9195e-05 0.000591626 -0.000122711 -7.88155e-05 0.000442859 0.000436158 2.28917e-05 -0.000169427 -0.000260342 -0.000221772 -0.000274765 -0.000222652 -0.000173879 -0.000222957 0.00051564 -0.000164849 -0.000122137 -0.000160191 -0.000114145 -5.57777e-06 6.80234e-05 0.00016595 0.000261351 0.000337416 0.000450084 -0.000381722 -0.000721899
internal_weight=0 6.8307 0.517142 6.31355 0.38461 5.92894 5.61485 0.628368 0.84013 0.449076 4.77472 3.83312 3.68553 3.44097 3.26488 3.09656 2.9835 0.118806 2.79322 2.68595 2.61242 2.50451 2.05722 1.93627 1.73311 1.59983 1.48495 1.28287 0.156198 0.114878
internal_count=3121 2856 489 2367 128 2239 2193 265 158 99 2035 1841 1570 1550 1461 1321 1303 131 955 922 911 880 805 787 594 358 253 235 98 105
is_linear=0
shrinkage=0.00121906


Tree=566
num_leaves=31
num_cat=0
split_feature=12 1 132 133 13 15 448 47 3 49 1 3 403 15 0 42 15 148 42 124 49 42 4 42 43 151 16 4 4 0
split_gain=0.122956 0.128663 0.0989103 0.135676 0.149754 0.127301 0.117998 0.11731 0.0899467 0.117683 0.0897717 0.0879204 0.105321 0.139982 0.101361 0.109226 0.0870409 0.0801221 0.0797492 0.0792162 0.0860085 0.0782322 0.0651073 0.0648877 0.0694044 0.0634262 0.0666215 0.0630898 0.118521 0.0628057
threshold=0.084100000000000022 0.13075500000000004 0.081465000000000024 -0.0061299999999999992 -0.0021749999999999994 0.035560000000000008 -0.081729999999999983 0.096175000000000024 0.10732000000000001 -0.14917999999999998 0.13743000000000002 -0.097604999999999983 0.03138500000000001 0.088235000000000022 -0.088099999999999984 0.088380000000000014 0.090615000000000015 -0.043434999999999994 0.10077000000000001 -0.53285499999999997 -0.24768999999999997 0.088575000000000015 0.16173500000000005 -0.11051499999999999 0.08845500000000002 -0.086654999999999982 -0.10850999999999998 0.0061450000000000003 -0.0024449999999999997 0.11070500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 8 3 -1 6 7 -5 17 9 -2 -9 18 14 -14 15 -13 -15 -6 23 -8 -21 -17 -18 -11 29 -19 -27 28 -28 -25
right_child=1 -3 -4 4 5 -7 19 10 -10 11 -12 12 13 16 -16 21 22 25 -20 20 -22 -23 -24 24 -26 26 27 -29 -30 -31
leaf_value=-0.00088076671684858034 0.00036918316918085079 0.00075654375686577571 0.00087944527238652769 -0.0012557411222957615 0.0011322744609333477 -0.00099659463821148622 -0.0013340014102995598 -0.0010666181690958875 0.00043882489852692445 -0.0012472189415336354 0.00027799779714040527 -0.0012975683209537235 -0.0012999157440195799 0.0010094254155346245 -0.0012939192743360031 0.0013339718818603588 -0.0012975048653315138 0.00077605617489298194 -0.0012131878545833007 -0.0013018632356376579 0.00092175439403781334 -0.0003397579009392132 0.0011472850234673828 0.00038673181572231871 -0.00089542468990430005 0.00070517324554944907 -2.3445096584352481e-05 0.00018702878338853536 -0.0013066094597160094 -0.0007503991739588147
leaf_weight=0.25221210754534773 0.28812310558714793 0.1916243862142436 0.2467092416336526 0.05350918060867238 0.13782570438343134 0.22043602260237083 0.02967796102166298 0.24753500241058635 0.22804624165291887 0.070540292872465216 0.1249430722091347 0.15176868986236625 0.11551041664279182 0.15590063435956836 0.57049944551908771 0.063584406147128902 0.06331020284051192 0.20154605386778701 0.11476464836596278 0.030430981307291716 0.65953193110180774 0.17587050435213314 0.025574335013516247 0.53855564691548474 0.11047741677612066 0.1888429343161987 0.37660692191275269 0.54226918141648639 0.17692473088391047 0.095649327238788828
leaf_count=126 39 55 105 8 35 60 1 50 20 57 10 240 132 31 1102 3 74 26 26 6 417 65 2 148 15 38 85 44 28 73
internal_value=0 -0.000268211 9.01201e-05 3.00596e-05 0.000106887 -6.4018e-05 0.000596942 3.89493e-05 -0.000339149 -0.000408993 -0.000615584 -0.000508553 -0.000722858 -0.000126529 -0.000946264 -0.000439298 0.000427174 0.00018907 -0.000203909 0.000734698 0.000823681 0.000104681 -0.000594077 -6.1826e-05 5.04607e-05 0.0001016 -4.21454e-06 -0.000126466 -0.000433582 0.000215232
internal_weight=0 2.9598 3.489 3.24229 2.99008 2.21693 0.77315 1.99649 2.76818 2.54013 0.372478 2.25201 1.32202 0.360296 0.961723 0.391224 0.244785 1.62402 0.929987 0.719641 0.689963 0.239455 0.0888845 0.815223 0.744682 1.48619 1.28464 1.0958 0.553532 0.634205
internal_count=3121 2082 1039 934 808 376 432 316 2027 2007 60 1968 1649 239 1410 308 107 256 319 424 423 68 76 293 236 221 195 157 113 221
is_linear=0
shrinkage=0.00129316


Tree=567
num_leaves=31
num_cat=0
split_feature=1213 475 0 1 44 1 15 3 47 3 147 14 48 48 150 0 0 42 49 3 42 2 4 52 3 15 151 16 12 13
split_gain=0.0244794 0.0397219 0.0264104 0.0471778 0.0485267 0.0440934 0.0617431 0.0665576 0.0514479 0.0432626 0.0414715 0.0515666 0.0421334 0.0520747 0.0719246 0.0530091 0.0459021 0.0392618 0.0384508 0.0376134 0.0375746 0.0375305 0.0360839 0.0549744 0.0358887 0.0352301 0.0348414 0.0345653 0.0396276 0.0407836
threshold=-1.0000000180025095e-35 -0.086004999999999984 -0.062294999999999996 0.14000500000000002 1.0000000180025095e-35 1.0000000180025095e-35 0.083935000000000023 -0.084074999999999997 0.096300000000000011 0.11296500000000002 0.088610000000000008 0.062655000000000016 0.12879500000000002 0.097025000000000014 0.087170000000000011 -0.10607499999999999 -0.10224499999999999 -0.106335 -0.069799999999999987 0.096675000000000011 0.089535000000000017 0.10699500000000002 -0.49405499999999997 0.10347000000000002 0.090900000000000009 -0.10653 -0.50641499999999995 0.22339500000000004 0.10345000000000001 0.15641500000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 6 9 17 10 26 11 12 13 14 15 19 -17 -8 -16 -7 -18 -9 23 -4 -20 -10 -2 -24 29 -29
right_child=2 -3 22 -5 -6 8 7 21 25 -11 -12 -13 -14 -15 18 16 20 -19 24 -21 -22 -23 27 -25 -26 -27 -28 28 -30 -31
leaf_value=0.0035313914549361804 0.0018108549560481788 -0.0029931662435583855 -0.0026943401773184212 0.0033445771213836046 -0.0033707683164448097 0.0026828932408782375 0.0030205983080558944 0.0019774938954126645 -0.00037618066028341816 0.0012901855043966313 0.0033367337633503861 -0.0034420016050265871 -0.00202702670085372 0.0035138015507700945 -0.0031659626435697847 -0.0034942170593111909 0.0011959017908608623 -0.003529221702353241 -0.0023047228774796631 -0.00029493806877510943 -0.0022303169698720867 -0.0035412699053868303 0.0017611986183861726 0.0015347422292005591 0.0031984220835544605 -0.0034164584274161218 -0.003528178384572029 -0.0027953042817335009 0.0026150704006205061 0.0011006289999622016
leaf_weight=0.013793550431728363 0.016540930631890771 0.07115190303011365 0.089054225496511208 0.04446279608328052 0.062488428098731563 0.23441086254206311 0.013533734791053575 0.14645555956849421 0.13369291241542669 0.032876438737730496 0.059201944492087932 0.04348291968653939 0.075745586837001611 0.074836853757005883 0.09148073256801581 0.042072988901054487 0.19186857113072597 0.069655449066885922 0.028966541623958619 0.067687414841202553 0.049951352383686753 0.017032363174621423 0.31509436653232081 0.066464810137404129 0.029737051576375961 0.072941995801556914 0.17797935861926839 0.07766825891485496 0.047237048363967915 0.05820190175290918
leaf_count=4 27 487 136 56 47 87 19 181 62 7 62 74 12 34 44 6 207 167 33 26 136 14 267 18 8 87 680 87 28 18
internal_value=0 -0.0019337 -1.19961e-05 -0.000234454 -0.000326299 -0.00021239 -0.00112055 9.87089e-05 0.000147565 -0.00244319 0.000481075 0.000299336 0.000482796 0.000717204 0.000432912 0.000989729 -0.000102023 -0.00246366 -0.00173968 0.00201569 0.000488167 0.00140254 0.000592743 -0.00088694 0.000482965 -0.0014494 -0.00307418 0.00105464 -0.000161214 -0.00112643
internal_weight=0 0.0849455 2.43082 1.7771 1.73264 1.67015 0.474074 0.246677 1.19608 0.227397 0.989443 0.930241 0.886758 0.811012 0.736176 0.585991 0.283893 0.0831892 0.150184 0.302098 0.24182 0.163488 0.653721 0.155519 0.0587036 0.206635 0.19452 0.498202 0.183107 0.13587
internal_count=3121 491 2630 2076 2020 1973 1095 381 878 714 729 667 593 581 547 462 349 186 85 113 343 195 554 154 41 149 707 400 133 105
is_linear=0
shrinkage=0.00351882


Tree=568
num_leaves=31
num_cat=0
split_feature=9 2 52 123 52 47 1 16 403 52 1425 1447 3 150 44 15 11 13 13 48 52 403 4 16 2 0 3 3 9 52
split_gain=0.108496 0.141098 0.151806 0.118187 0.114467 0.14636 0.10747 0.100695 0.0983128 0.10418 0.0915115 0.0880763 0.0867444 0.0807869 0.0785524 0.0911416 0.0852446 0.0714185 0.0715554 0.0948852 0.070383 0.0770708 0.0885722 0.0957144 0.0821637 0.0861443 0.088575 0.100728 0.132947 0.0796971
threshold=-0.036024999999999995 0.088225000000000012 0.19022000000000003 0.08592000000000001 0.13389000000000004 0.11893500000000001 0.13075500000000004 0.51524500000000006 0.10323500000000001 0.11434500000000002 1.0000000180025095e-35 -1.0000000180025095e-35 -0.20241999999999996 -0.17852999999999997 0.081805000000000017 -0.15914499999999995 0.087830000000000005 -0.097224999999999992 -0.023499999999999997 0.089025000000000007 -0.092399999999999982 -1.0000000180025095e-35 -0.083854999999999985 -0.084119999999999986 0.08622500000000001 -0.10607499999999999 -0.078934999999999991 -0.077644999999999978 0.091600000000000015 -0.012164999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 6 3 4 5 8 12 -8 9 10 11 -3 -2 -4 15 -13 17 -17 19 -19 -14 -22 23 -23 25 -24 -27 -28 29 -29
right_child=1 2 13 -5 -6 -7 7 -9 -10 -11 -12 14 20 -15 -16 16 -18 18 -20 -21 21 22 24 -25 -26 26 27 28 -30 -31
leaf_value=0.0011675487745298082 0.00073047563035815225 -0.0011563172407764496 0.0011600952679643379 0.0008739039650681159 0.00082893276087996092 -0.0011082031725787496 0.0010707833805745875 -0.0003381975317607197 -0.0011232086843539898 -0.00097927064791319138 -0.0011963884973208564 0.00081835243198426103 -0.001109678924108332 -0.00096745688862233913 -0.0010835853801885698 0.00058489055062725627 -0.00098855191772324056 -0.00082970169872200838 0.00019643866472576202 0.0005686903334718485 -0.001019812262998442 -0.00060862325712577236 8.3990353160540932e-05 0.00072759206042829116 -0.0011579266609406033 -0.0010485329224650211 0.00078009889040479602 0.00059981003162365681 0.00059673080407062385 -0.0011620874504648102
leaf_weight=0.092405754519859218 0.088518248012406597 0.064542712145342906 0.025986963883042336 0.25115676868881553 0.23553390694723919 0.1501252694215508 0.13785683902824519 0.13010431092698127 0.0906741542603412 0.11504936036726565 0.066337109157757257 0.30850447146076776 0.18373878515558395 0.25137690866176843 0.061251479550264665 0.48473863309482546 0.083196470513939746 0.21666942424781588 1.3763259073566483 0.090891819665557705 0.21173779345008492 0.10793181823100895 0.46716793336963791 0.20530312453775046 0.16965284385514667 0.28585433743501243 0.10071697679813951 0.039335877168923616 0.10475948025123216 0.2442209864893774
leaf_count=89 19 76 3 127 34 41 42 15 85 55 51 94 171 201 9 95 46 274 374 34 484 36 66 60 158 209 28 25 12 108
internal_value=0 -8.62263e-05 5.07324e-05 0.000113909 5.68258e-05 -1.68112e-06 -0.000300346 0.000386675 5.4474e-05 9.17138e-05 0.00013648 0.000169396 -0.000383687 -0.000768121 0.000202035 0.000232792 0.000152568 0.000196346 8.44961e-05 -0.000416443 -0.000430199 -0.000365734 -0.000285446 0.00026717 -0.000408063 -0.000305638 -0.000540539 -0.000243602 -0.000509118 -0.000917672
internal_weight=0 6.34926 3.87236 3.595 3.34384 3.10831 2.4769 0.267961 2.95818 2.86751 2.75246 2.68612 2.20894 0.277364 2.62158 2.56033 2.25182 2.16863 1.68389 0.307561 2.12042 1.93668 1.72494 0.313235 1.41171 1.24206 0.774888 0.489033 0.388316 0.283557
internal_count=3121 3032 1599 1395 1268 1234 1433 57 1193 1108 1053 1002 1376 204 926 917 823 777 682 308 1357 1186 702 96 606 448 382 173 145 133
is_linear=0
shrinkage=0.00114875


Tree=569
num_leaves=31
num_cat=0
split_feature=1 150 0 4 52 48 2 4 484 48 47 14 13 160 0 43 403 15 0 0 403 52 133 2 2 2 52 15 52 3
split_gain=0.117053 0.109349 0.0964754 0.0810794 0.0940726 0.0804629 0.0726105 0.0743958 0.0846212 0.0952665 0.0995125 0.0745252 0.0668101 0.0720793 0.0762269 0.116988 0.148322 0.1365 0.0843212 0.0963565 0.0765135 0.0764374 0.0727973 0.0663887 0.0558051 0.118434 0.0553625 0.053404 0.05812 0.0510027
threshold=0.094385000000000011 0.080470000000000014 -0.060129999999999996 -0.49405499999999997 0.10347000000000002 0.12879500000000002 0.13754500000000003 -0.034939999999999992 -1.0000000180025095e-35 0.12933000000000003 0.087885000000000019 -0.46885499999999997 0.090705000000000008 0.099315000000000014 -0.10011499999999998 -0.083134999999999987 0.092070000000000013 0.083935000000000023 -0.10224499999999999 -0.10607499999999999 0.097240000000000007 0.096795000000000006 -0.16927999999999996 0.092875000000000013 0.090790000000000023 -1.0000000180025095e-35 -0.087284999999999988 -0.098289999999999975 -0.080979999999999983 -0.084074999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 6 12 4 -4 24 7 -2 -9 10 11 -10 13 14 18 17 -17 21 19 23 -18 -16 -22 26 25 -3 -1 -28 -29 -19
right_child=1 5 3 -5 -6 -7 -8 8 9 -11 -12 -13 -14 -15 15 16 20 29 -20 -21 22 -23 -24 -25 -26 -27 27 28 -30 -31
leaf_value=-0.0006783977368711153 -0.00068459018769299516 0.0013247625248181114 -0.0010792549865513016 0.00043981629980247445 0.00042916967726370288 -0.00040734634765317269 0.00064532103137146263 -0.0011251564624688911 -0.00049442468185744251 -0.0012339507603423955 -0.00012204375739442639 0.00094928957057765356 -0.0012859837883316514 -0.0011389512783547984 -0.001220056969629862 -0.0012318100036975935 0.0013362750610638843 -8.7415126566526007e-05 0.00095911649499294093 -0.0013429205893507887 0.00084208210504683654 0.00066138028974614888 -0.0013241599611433224 -0.00071324717674414414 0.0011485476617002393 -0.00130549845284098 -0.00040702948779364949 0.0013469241078248114 0.00027017821463006067 0.0013101137341674088
leaf_weight=0.10263594183925306 0.32450787007110204 0.064240561601764057 0.16461759577941848 0.55139482648519322 0.12793858525401447 0.10307783680036664 0.24841686176659994 0.10154254068038437 0.074695751987746806 0.082057613995857426 0.56964242158574052 0.37388443752206502 0.13294826629135048 0.174214309783565 0.14352705064629945 0.47699633131742225 0.063935975747881457 0.069690461263235193 0.13776085693825846 0.10415977070806548 0.044604230901313713 0.05094518038276874 0.068486492986266967 0.17444220398465404 0.3473973789223237 0.055612408119486534 0.11617123059841106 0.12714430515188724 0.27844972971797688 0.13083182670015958
leaf_count=30 217 56 64 166 18 13 117 62 25 19 106 170 121 152 205 942 4 73 27 28 34 23 96 66 143 15 34 9 66 20
internal_value=0 0.000145255 -0.000241784 0.000141899 -0.000419601 0.0006479 -1.62731e-05 -0.00012395 2.74296e-05 0.000133799 0.000244025 0.000708888 -0.000376877 -0.000323492 -0.000255511 -0.000506535 -0.000848991 6.04959e-05 -2.49656e-06 -0.000149199 0.000182511 -0.000727184 -0.00046977 6.4484e-06 0.000880693 0.000104308 0.000207513 0.00038178 0.000607713 0.00082441
internal_weight=0 2.34508 3.2409 0.843951 0.292556 0.570328 1.77475 1.52633 1.20182 1.10028 1.01822 0.44858 2.39694 2.264 2.08978 1.04902 0.654023 0.394995 1.04076 0.903003 0.177027 0.194472 0.113091 0.798843 0.46725 0.119853 0.624401 0.521765 0.405594 0.200522
internal_count=3121 943 2178 248 82 227 716 599 382 320 301 195 1930 1809 1657 1397 1076 321 260 233 134 228 130 205 214 71 139 109 75 93
is_linear=0
shrinkage=0.00131955


Tree=570
num_leaves=31
num_cat=0
split_feature=4 11 403 151 474 52 1213 1456 480 156 452 1374 1 1374 158 157 0 0 16 43 3 1 51 47 133 1 2 16 49 15
split_gain=0.15022 0.157492 0.153897 0.148544 0.145921 0.127627 0.12396 0.129346 0.126707 0.114488 0.10585 0.0989099 0.118891 0.161651 0.129241 0.122007 0.101937 0.11405 0.104857 0.154192 0.101616 0.112538 0.0907353 0.118088 0.0884668 0.0999932 0.0922938 0.13178 0.10437 0.0856677
threshold=0.27287000000000006 0.081790000000000015 -1.0000000180025095e-35 -0.27559499999999998 -1.0000000180025095e-35 -0.04127999999999999 -1.0000000180025095e-35 -1.0000000180025095e-35 0.084710000000000021 0.10499000000000001 0.085195000000000007 0.093235000000000012 0.094385000000000011 -0.094929999999999987 0.084765000000000021 -0.084489999999999996 -0.23091999999999999 -0.059114999999999994 0.15891500000000003 -0.45785999999999999 -0.084074999999999997 0.078340000000000007 0.11144500000000002 0.10954500000000002 -0.17773999999999998 0.092695000000000013 0.092875000000000013 -0.012324999999999997 -0.10774499999999999 0.035560000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 -2 -5 -1 -4 10 9 11 -8 12 13 -9 15 -15 -17 20 -19 -20 21 -18 23 -6 -22 26 27 -26 -29 -14
right_child=3 -3 6 4 22 -7 7 8 -10 -11 -12 -13 29 14 -16 16 17 18 19 -21 24 -23 -24 -25 25 -27 -28 28 -30 -31
leaf_value=-2.285159839246649e-05 -0.0013750744244954325 -0.0013073518787378939 -0.0014909991614083958 -0.0015849381399044705 0.0012604676132958775 -0.0014920188200824712 -0.0014967906612634928 -0.0015263916929381038 -0.0014945375031686281 -0.0013494210896810028 0.001533987416057469 -0.0012468033229673374 0.00055417185083854394 -0.0015012707918681922 -0.0015066793440110875 0.0013297304929065358 -0.0012357555894450766 0.0011536350647245045 0.0013307755216176232 -0.00038598859844170302 -0.0014933400072307294 0.00048605826232823806 -0.00036185868018187101 -0.00025325595727639517 0.00082498981708628571 -0.0011396985313487746 -0.00051830523011142454 0.0012257261952130262 -0.00090911248441087806 -0.00024552815475356083
leaf_weight=0.2223079354444053 0.091233281185850501 0.26052019961934991 0.13087862382963056 0.062376777408644557 0.60115826059336519 0.31830489197818668 0.20281849970706378 0.15798019593057722 0.11997764722036652 0.12625185398792371 0.029179112985730171 0.12085610609210551 1.5915105413732815 0.10480182781611924 0.11871641570905911 0.14940091909375031 0.31542490401261636 0.34022518288111303 0.16261583182495087 0.40237861228524707 0.077947986268556035 0.11454621513257734 0.13287019278504886 0.14080431967158802 0.69008414640848048 0.12343924678862084 0.26189824708126253 0.066921252291650801 0.20906324551469613 0.36443693029286794
leaf_count=83 15 127 194 3 294 647 245 38 164 78 1 31 279 79 73 12 197 40 8 52 75 37 17 23 66 21 79 4 72 67
internal_value=0 -0.000172971 -0.000127658 0.000437248 0.00061367 -0.000887876 -5.89472e-05 -2.69114e-05 1.80426e-05 5.10472e-05 -0.0011156 8.39593e-05 0.000114586 -5.7885e-05 1.60584e-05 7.59422e-05 0.000132668 6.79762e-05 0.00050108 0.000108128 -0.000142882 -0.000777057 0.000770434 0.000973204 4.78873e-05 0.000136784 0.0002651 0.000477479 -0.000391453 0.00040517
internal_weight=0 6.78249 6.52197 1.02844 0.93721 0.540613 5.98135 5.85047 5.61848 5.4985 0.231998 5.37225 5.25139 3.29544 3.13746 3.01875 2.91395 2.76454 0.90522 0.564994 1.85933 0.429971 0.874833 0.741963 1.42935 1.35141 1.22797 0.966069 0.275984 1.95595
internal_count=3121 2769 2642 352 337 730 1912 1718 1472 1308 246 1230 1199 853 815 742 663 651 100 60 551 234 334 317 317 242 221 142 76 346
is_linear=0
shrinkage=0.00148784


Tree=571
num_leaves=31
num_cat=0
split_feature=4 11 403 1456 52 151 1213 480 475 1374 133 159 2 456 52 43 130 43 150 43 15 42 1 4 4 1 0 3 42 50
split_gain=0.149018 0.133246 0.134459 0.119179 0.118063 0.114443 0.110855 0.11033 0.0935282 0.0960877 0.0893405 0.100284 0.11423 0.0823834 0.0813385 0.0791046 0.10403 0.111784 0.127916 0.115883 0.117508 0.11348 0.0974045 0.090045 0.0826563 0.0811559 0.123619 0.0922951 0.0777899 0.0758078
threshold=0.27287000000000006 0.081790000000000015 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.04127999999999999 -0.27559499999999998 -1.0000000180025095e-35 0.084710000000000021 1.0000000180025095e-35 0.093235000000000012 -0.25159999999999993 0.10275500000000001 0.11510000000000002 0.087015000000000023 -0.53299999999999992 0.016310000000000002 -0.23647499999999996 -0.074359999999999996 0.092010000000000022 -0.0037449999999999996 0.040760000000000005 -0.11466499999999999 0.094465000000000007 0.033845000000000007 -0.077834999999999988 0.099195000000000019 -0.087634999999999977 -0.076669999999999988 -0.035074999999999988 0.11875500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -4 28 -2 -5 8 9 10 -8 13 -13 14 -12 16 -16 18 21 -19 22 -18 -21 -24 -22 26 27 -23 -1 -7
right_child=5 -3 3 6 -6 29 7 -9 -10 -11 11 12 -14 -15 15 -17 17 19 -20 20 24 25 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0012009116170638712 -0.0010496612672844187 -0.0010383276957321276 -0.00099800020115755283 -0.0011973259426599034 -0.0011976817040633913 0.00066090567264508583 -0.00074815516980197383 -0.0012001108736557694 -0.0011321618291680081 -0.001015285708548988 -0.0011985365881576713 -0.0012082114168602549 0.00083416319988096059 -0.00061686069177467931 -0.0011537176794160365 0.00060722955263081972 -0.00043772238354407403 -0.0007286281233503416 -0.00067434706767743316 -4.0897319082289379e-06 -0.001210870361679602 -0.001201891308019436 0.0010104972393466059 -1.5119955083335793e-05 7.7470201557797229e-05 0.0010761129915703768 0.00067954749800596358 0.00026847354596851701 0.0004668878171781134 -0.00044503326021607244
leaf_weight=0.055374792042130139 0.072150174935813993 0.22423732742754499 0.18268631215323683 0.11127538762593747 0.28519632824827557 0.70301093017042138 0.17977430140308559 0.10585246391929093 0.096701722999568918 0.11725663750257798 0.0603406696973251 0.15708386212645553 0.052087053125433158 0.19357782986116934 0.087346320797223931 0.58618564521020733 0.16631311106175473 0.2858872271535805 0.14641475032112783 0.92274327934137479 0.15204468122101389 0.097115906435647048 0.33762154736905359 0.19170512957498431 0.13366594533727028 0.38141758056008257 0.73091618931357627 0.16387658609892131 0.1433839446035563 0.10128805553540587
leaf_count=41 15 127 246 194 647 322 128 164 53 33 68 86 36 110 14 62 43 93 74 84 31 69 52 12 17 98 122 23 42 15
internal_value=0 -0.000133451 -0.000100317 -4.84402e-05 -0.00070488 0.000392281 -1.66525e-05 7.92317e-06 3.23261e-05 5.42199e-05 7.91709e-05 0.00010986 -0.000699626 0.000146374 0.000179623 0.000198595 0.000135511 0.000165866 0.000393155 -2.35036e-05 9.24985e-05 0.000494671 0.000230356 0.000639052 -0.000608137 0.000607586 0.000427424 -0.000278653 2.23379e-06 0.000521631
internal_weight=0 6.34808 6.12385 5.63989 0.483955 0.876449 5.4572 5.34593 5.24008 5.14337 5.02612 4.84634 0.209171 4.63717 4.44359 4.38325 3.79707 3.70972 1.68605 2.02367 1.73778 1.53964 1.45207 0.529327 0.285711 1.37333 0.991909 0.260992 0.198759 0.804299
internal_count=3121 2769 2642 1912 730 352 1666 1472 1308 1255 1222 1094 122 972 862 794 732 718 429 289 196 355 148 64 48 312 214 92 83 337
is_linear=0
shrinkage=0.00119516


Tree=572
num_leaves=31
num_cat=0
split_feature=12 43 43 50 4 158 160 41 403 14 43 0 15 52 1 42 133 130 133 13 52 52 2 3 52 52 49 150 3 2
split_gain=0.159547 0.136018 0.130569 0.116571 0.130107 0.125622 0.138443 0.119718 0.113594 0.111905 0.112678 0.103949 0.140245 0.157296 0.130327 0.115126 0.105805 0.122507 0.104206 0.103404 0.144365 0.101623 0.125562 0.0987279 0.0884602 0.115442 0.0998857 0.111676 0.088016 0.0799689
threshold=0.084100000000000022 -0.04890499999999999 -1.0000000180025095e-35 0.10647500000000001 0.40473500000000007 1.0000000180025095e-35 0.032695000000000009 0.083035000000000012 -0.088999999999999982 0.076175000000000007 -0.09225499999999999 -0.060129999999999996 0.088235000000000022 0.090245000000000006 0.10723500000000001 -1.0000000180025095e-35 0.091250000000000012 -0.080854999999999982 -0.15387499999999996 -0.53104499999999988 -0.43320999999999993 -0.085984999999999992 0.10774000000000002 -0.015584999999999998 -0.081429999999999989 -0.07167999999999998 -0.069799999999999987 0.081835000000000019 -0.080734999999999987 0.10912000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 9 -3 4 5 6 8 -6 -2 10 29 12 14 16 -10 -13 17 -14 -19 -17 -21 22 -4 -23 -25 -26 -27 -28 -8 -1
right_child=3 2 21 -5 7 -7 28 -9 11 -11 -12 15 13 -15 -16 19 -18 18 -20 20 -22 23 -24 24 25 26 27 -29 -30 -31
leaf_value=-0.00024405033675864646 -0.0012985517365769977 -0.0010122141289857865 -0.0011130715637813588 -0.0012992651415624232 0.0013023221130915334 -0.0012733972425154312 -0.00011188059109839143 -0.00042754871970998717 -0.0011509446827245643 -0.001214421303262994 0.00092147368465829243 -0.0013082538409561282 0.0010003070191119943 -0.0012994026643034094 1.6838764005314729e-05 -0.0013314931929050355 0.0011171669369465472 0.00079679760952834871 -0.00092937825906869978 -0.0012975440150839025 0.0007064634427052589 0.00090869864451894971 0.00023399907682679954 0.00099895071908040933 -0.00076259721742322792 -0.00065540660573043617 7.77782397597572e-05 0.0010698730614134948 0.0010323597794518002 0.00092497142845533568
leaf_weight=0.34397594734036818 0.19615606571096789 0.22016493711271357 0.26817306505108751 0.17874014377230185 0.16912913377745997 0.20840033765853139 0.23987091828894336 0.1108318658079952 0.59046834426408346 0.062881701654987299 0.62602071080254962 0.082637258732574992 0.12261861859587952 0.13897135239676572 0.2193600112805143 0.058234430209267884 0.1631813940111897 0.07680378996883519 0.24598676916502882 0.067999126622453332 0.52192049742734359 0.24176408654602788 0.20382353443710599 0.15031502023339349 0.30658056319225702 0.25568722753087181 1.36280395203357 0.2206339460244634 0.21189024578052329 0.13691326261323411
leaf_count=77 316 103 82 239 49 206 87 15 592 19 286 25 9 180 30 4 15 27 96 96 70 67 41 7 19 27 228 53 26 30
internal_value=0 8.63808e-05 -5.05077e-05 -0.000280764 -0.000227603 -0.000302844 -0.000233955 0.000617495 -0.000353746 0.000464348 0.000559716 -0.000272752 -0.000461633 -5.75742e-05 -0.000834625 0.000129773 0.000225997 -0.000100495 -0.000518657 0.000313116 0.000475465 1.9841e-05 -0.000531363 0.000122358 3.95587e-05 -2.76505e-05 9.48645e-05 0.000216015 0.000424804 8.87801e-05
internal_weight=0 4.39974 3.22995 3.6032 3.42446 3.1445 2.9361 0.279961 2.48434 1.16979 1.10691 2.28818 1.55739 0.747562 0.809828 0.730791 0.608591 0.445409 0.322791 0.648154 0.58992 3.00978 0.471997 2.53778 2.29602 2.14571 1.83913 1.58344 0.451761 0.480889
internal_count=3121 1039 627 2082 1843 1779 1573 64 1460 412 393 1144 949 327 622 195 147 132 123 170 166 524 123 401 334 327 308 281 113 107
is_linear=0
shrinkage=0.00129368


Tree=573
num_leaves=31
num_cat=0
split_feature=9 39 42 132 1 33 9 1456 452 1365 123 133 43 1447 16 1 47 12 48 1 2 48 159 4 2 0 1429 1212 51 2
split_gain=0.0273364 0.0259243 0.0280122 0.0427217 0.0481901 0.0330894 0.0492216 0.0335344 0.032117 0.029957 0.0293988 0.0320136 0.0340473 0.0380403 0.0304312 0.0383856 0.0575875 0.0367571 0.0335552 0.0311046 0.0532642 0.0591768 0.0416953 0.0528393 0.0449273 0.0405435 0.0397082 0.0472633 0.0384581 0.0369264
threshold=-0.036024999999999995 0.16946000000000003 -1.0000000180025095e-35 0.081465000000000024 1.0000000180025095e-35 -0.0066799999999999993 0.088235000000000022 -1.0000000180025095e-35 0.085195000000000007 1.0000000180025095e-35 1.0000000180025095e-35 0.10722500000000001 -0.27207999999999993 -1.0000000180025095e-35 0.15891500000000003 0.13501500000000002 0.11893500000000001 0.10345000000000001 0.096390000000000017 0.099660000000000012 0.11215000000000001 0.12879500000000002 0.091530000000000014 -0.083854999999999985 0.088475000000000012 -0.23051499999999997 0.084545000000000009 -0.47386499999999993 -0.076794999999999988 -0.090999999999999984
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 -5 -4 7 8 -7 10 11 12 -9 -14 15 16 19 18 -16 22 -21 28 23 -15 25 -25 27 -27 -22 -29
right_child=1 -3 5 4 -6 6 -8 9 -10 -11 -12 -13 13 14 17 -17 -18 -19 -20 20 21 -23 -24 24 -26 26 -28 29 -30 -31
leaf_value=0.0037534314258777716 -0.0017909426735628056 0.0037541751767634708 -0.0032425843786214438 -0.0037403219708926948 0.0023017365849116269 -0.0037433058039010596 0.0030947706613329629 0.0026457586238619944 0.0037694011125132855 -0.002700187299761219 0.0020156549453562997 -0.0023490313120379325 -0.0037426385567977602 0.0021700306015450615 -0.0025507624340006382 0.0030911011249359637 -0.0037578881215349835 0.001332096747707259 0.0010262159316654943 0.0025574054766636153 -0.0024055773943485923 -0.0037967797445568742 -0.0034688243142265915 0.0027435498470384295 0.0005086631094997796 0.0027033218305665511 0.0022574455926024401 0.0031896492182966253 0.0021478540755518432 -0.0034780075643921831
leaf_weight=0.02557826268821406 0.29767513399792855 0.023793109037796856 0.042865403735051433 0.023646876674320083 0.083068668667692691 0.055768590761092862 0.072521493082604027 0.071284909441603372 0.009251072071492672 0.053720913830147654 0.10847085314890126 0.076546378621514921 0.0368236365657163 0.14718023529258151 0.16905923168997095 0.066623614949094079 0.049680653777613659 0.070303013495504274 0.046663909201015485 0.20050333469771431 0.034382683836156502 0.047826898051425815 0.047105626282245794 0.028697716799798378 0.39338378608954372 0.022065149312768151 0.027810279379082203 0.012357112951577598 0.10440079638647148 0.18465963829383858
leaf_count=89 696 23 26 95 64 249 52 24 1 59 149 239 155 43 229 61 21 19 28 66 8 6 65 6 197 16 20 4 81 330
internal_value=0 -0.000125856 -0.000161578 -0.00106423 0.000962889 5.86673e-06 7.10236e-05 -3.51906e-05 -0.00267439 5.06286e-05 0.000126574 1.50494e-05 0.000117821 1.11619e-05 9.47997e-05 0.000326608 0.000184937 -0.00101282 -0.00177701 0.000341596 0.00122111 -0.000214676 -5.28062e-05 0.000144355 -0.000301312 -0.00145749 -0.0019458 -0.00247936 0.00101977 -0.0030598
internal_weight=0 2.60814 2.58435 0.404391 0.106716 2.17996 2.13709 2.06457 0.0650197 1.99955 1.94583 1.83736 1.76081 1.68953 1.6527 1.36668 1.30005 0.286026 0.215723 1.25037 0.387114 0.18661 0.86326 0.816154 0.668974 0.27559 0.246892 0.219082 0.138783 0.197017
internal_count=3121 3032 3009 855 159 2154 2128 2076 250 1826 1767 1618 1379 1355 1200 924 863 276 257 842 161 95 681 616 573 376 370 350 89 334
is_linear=0
shrinkage=0.0037342


Tree=574
num_leaves=31
num_cat=0
split_feature=1 484 150 51 0 0 1374 4 1447 52 52 4 16 159 1375 4 4 4 43 12 16 52 47 4 48 14 2 0 12 160
split_gain=0.133329 0.144071 0.115763 0.0989164 0.147711 0.10877 0.0900076 0.0895768 0.080977 0.0795098 0.0790903 0.0927097 0.100932 0.0907056 0.0746727 0.0745372 0.0747459 0.154477 0.0699821 0.072462 0.0793649 0.0636271 0.0633957 0.12512 0.101332 0.0906179 0.0842267 0.0632401 0.136438 0.142646
threshold=0.094385000000000011 -0.0068949999999999992 0.080470000000000014 0.08955500000000001 -0.23051499999999997 -0.060129999999999996 0.093750000000000014 0.51303500000000013 -1.0000000180025095e-35 -0.43320999999999993 0.11434500000000002 -0.49405499999999997 0.31475000000000003 0.092630000000000018 -0.43996499999999994 -0.15764999999999998 -0.084369999999999987 -0.083854999999999985 -0.40263499999999991 -1.0000000180025095e-35 -0.27167499999999994 -0.28430999999999995 0.13148500000000005 -0.0039549999999999993 0.11077000000000002 -0.46885499999999997 0.11474000000000002 -0.10011499999999998 0.088245000000000004 0.092070000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 7 4 -3 15 14 8 -2 -10 11 12 -7 -13 -4 -6 -17 -18 -11 20 -20 -16 23 26 25 -25 -21 -19 -29 -30
right_child=2 3 6 -5 5 10 -8 -9 9 18 -12 13 -14 -15 21 16 17 27 19 22 -22 -23 -24 24 -26 -27 -28 28 29 -31
leaf_value=-0.0014948308325482094 -0.0012468071718407352 0.0013873954500434672 -0.00062243582887945321 -0.0010597065585005892 0.0014660893394680447 -0.001115213780468255 -0.0010043428078738007 0.0011936692179487659 -0.0014896221405740523 -0.0014992712759424682 -0.00088504985908953058 0.0010228292199117616 0.0006898598920632988 -0.00051184877159614328 -0.00039890691858717543 -0.0014018550499806136 0.0014097441235242374 -0.00014819045957195436 -0.00030809067421600053 -0.0011723400499550893 0.0011331457435974422 0.0012471433664838401 -0.00072554950532017907 -0.00066343156260155109 -0.00070171485398133301 0.00081094090053456761 0.00060870829325719361 -0.0013421909592769227 -0.00062467043291818125 0.0010697972872611942
leaf_weight=0.19734830053494112 0.12196249664703041 0.13719114882405925 0.064698035857873037 0.26869244398039871 0.048265148536303815 0.15330825104319956 0.061359207902569324 0.13127727351093188 0.076076597106294996 0.061584185954417392 0.12207554002088727 0.46114378522179222 0.12352164310868829 0.10427737387362868 0.058193834905978292 0.15337190213540663 0.10729540918691993 0.97136265192239335 0.12315013755869586 0.23038345442910291 0.2679737001817567 0.47625715335743724 0.24789113327278767 0.10728419880615669 0.15952130570076406 0.64856736798537318 0.078652095631696284 0.40994703539035382 0.48133739162949496 0.14209920141729526
leaf_count=397 41 15 5 172 7 37 10 113 114 12 30 97 7 14 8 249 20 181 39 99 93 204 38 11 22 117 17 402 510 40
internal_value=0 -0.000257836 0.000162723 -0.000191569 -0.000123268 -0.000186493 0.000709834 2.4219e-06 -7.12381e-05 4.10687e-07 0.0002328 0.000394821 -0.000309789 0.000739797 0.000885383 -0.000361251 -0.000400183 -0.000327444 5.9297e-05 0.000110806 0.000679355 0.00106791 -4.02318e-05 9.85162e-05 0.000374531 0.000601671 -0.000719049 -0.000420419 -0.000676309 -0.000238452
internal_weight=0 3.88124 2.91483 3.68389 3.4152 3.27801 0.660508 2.25432 2.12305 2.00108 0.964327 0.842251 0.27683 0.565421 0.599149 2.31368 2.26541 2.11204 1.92501 1.86342 0.391124 0.534451 1.4723 1.22441 0.915373 0.755852 0.309036 2.00475 1.03338 0.623437
internal_count=3121 2178 943 1781 1609 1594 227 716 603 562 185 155 44 111 217 1409 1402 1153 448 436 132 212 304 266 150 128 116 1133 952 550
is_linear=0
shrinkage=0.00148603


Tree=575
num_leaves=31
num_cat=0
split_feature=1 484 150 51 0 0 4 52 39 3 47 51 48 1447 48 1 15 52 15 15 3 0 3 9 4 1374 159 133 43 43
split_gain=0.189112 0.145688 0.131983 0.111975 0.144049 0.12111 0.139249 0.179164 0.100396 0.133654 0.105073 0.0987248 0.0972543 0.0961685 0.101825 0.111268 0.125224 0.0941183 0.0874394 0.140614 0.167322 0.125289 0.117539 0.140694 0.105178 0.0863417 0.0840231 0.0785726 0.0776441 0.220069
threshold=0.094385000000000011 -0.0068949999999999992 0.080470000000000014 0.08955500000000001 -0.23051499999999997 -0.060129999999999996 -0.49405499999999997 0.10347000000000002 0.085220000000000004 0.31299000000000005 0.088195000000000009 0.045645000000000005 0.12879500000000002 -1.0000000180025095e-35 0.14174500000000004 0.10538500000000002 -0.09551999999999998 0.11434500000000002 0.088235000000000022 0.088655000000000025 -0.082154999999999992 -0.081894999999999982 0.090900000000000009 0.091600000000000015 0.40124500000000002 0.078255000000000005 0.092630000000000018 0.091250000000000012 -0.081374999999999989 -0.084154999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 8 4 -3 11 7 -7 9 13 -10 18 25 -2 15 16 -15 26 22 -20 -21 27 23 24 28 -4 -8 -22 29 -6
right_child=2 3 12 -5 5 6 17 -9 10 -11 -12 -13 -14 14 -16 -17 -18 -19 19 20 21 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0014636478513245462 -0.0014705077253149566 0.0013152962631043119 0.0010856692778021203 -0.0010388535405039146 -0.0012461390596973953 -0.0012424541253179856 0.00099027494779229644 0.00064243142135789579 0.0014434821976873019 0.001464259473816881 5.9123399505585443e-05 0.00033741807801092528 -0.00032475430099465554 0.00016963596156229638 -0.0011594183199686531 0.00018037975807087182 -0.0014455220522326792 -0.00058539466515859708 0.0011890661036178557 -0.0014664943069474022 -5.3764702905799791e-05 -0.0014619083243136107 0.0005045576077625961 0.00069769628479832526 0.0014725813614631159 -0.00075028956375477736 -0.00034662466577120929 0.0013454368761257052 -0.001330777172013129 0.00068351098969460504
leaf_weight=0.21284345441017638 0.12191803884343411 0.13506069587310676 0.60263435194792681 0.33614170553482825 0.38282604951382382 0.26848659210372716 0.54834281829244103 0.17800059253931977 0.19064202432491573 0.10570768525212759 0.29871006376924925 0.35107205498206884 0.16676018113503233 0.19158818176947534 0.186262608738616 1.318134697343339 0.21760629533673626 0.13523064143373631 0.14765082539088314 0.2071425592439482 0.21479909898334881 0.085605060638044961 0.15929965022951353 0.12003434658981849 0.037026686128228792 0.059760177769931033 0.1219795331126079 0.14117138250730932 0.73377377618817308 0.18658705864800118
leaf_count=397 36 15 203 172 270 39 97 9 127 72 42 54 13 33 21 241 144 26 31 165 72 141 12 9 4 11 14 15 577 59
internal_value=0 -0.000285902 0.000162838 -0.000230075 -0.00016463 -0.000214363 0.000161606 -0.000491009 3.08118e-06 -0.000132982 0.000598443 -0.000384486 0.00066968 -0.00021593 -0.000135999 -2.56405e-05 -0.000689292 0.000523325 -0.00048939 -9.41335e-05 -0.000386195 0.000120572 -0.000683747 -0.000813381 -0.000948718 0.000920032 0.000746997 0.000501133 -0.00101751 -0.000613825
internal_weight=0 4.70307 3.45972 4.49023 4.15409 4.01903 1.25204 0.446487 2.63057 2.14122 0.489352 2.76699 0.829155 2.03551 1.91359 1.72733 0.409194 0.805553 2.41592 0.796369 0.648718 0.441576 1.61955 1.46025 1.34021 0.662395 0.670322 0.35597 1.30319 0.569413
internal_count=3121 2178 943 1781 1609 1594 185 48 716 547 169 1409 227 475 439 418 177 137 1355 424 393 228 931 919 910 214 111 87 906 329
is_linear=0
shrinkage=0.00145689


Tree=576
num_leaves=31
num_cat=0
split_feature=12 3 4 48 15 132 133 13 448 47 15 1 3 48 16 1 3 16 50 42 0 133 15 2 1 474 4 0 160 1
split_gain=0.15589 0.125646 0.147488 0.15086 0.118029 0.109694 0.133668 0.171097 0.156809 0.100914 0.12434 0.0915087 0.15179 0.146969 0.128509 0.0904735 0.0853184 0.144442 0.12802 0.122979 0.0898354 0.0952473 0.0846894 0.0765839 0.0754118 0.0723309 0.0971831 0.102249 0.0717665 0.0707453
threshold=0.084100000000000022 0.10732000000000001 0.09173000000000002 0.092805000000000012 0.084050000000000014 0.081465000000000024 -0.0084449999999999994 -0.0021749999999999994 -0.081729999999999983 0.096175000000000024 0.035560000000000008 0.094465000000000007 0.12178000000000001 0.086035000000000014 -0.076669999999999988 0.13968000000000003 -0.088084999999999983 -0.088159999999999988 0.10030500000000002 0.15665000000000004 -0.077999999999999986 0.092845000000000011 -0.11033999999999998 0.093320000000000014 0.11146500000000002 0.084660000000000027 0.053180000000000012 0.15398500000000004 -0.26568499999999995 0.12500000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 3 16 5 6 -1 8 -8 10 11 13 -13 14 -9 -11 20 18 19 -18 -2 -22 -5 -24 -6 26 27 -16 -10 -4
right_child=1 -3 29 22 24 -7 7 9 28 15 -12 12 -14 -15 25 -17 17 -19 -20 -21 21 -23 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.00090128372291331841 -0.0010879038566216984 0.0005376425853767054 -0.00010433153045964438 -0.0014026679577075893 -0.0014076884202601332 0.00098654594410524897 -0.0014321678171551027 0.0012135842471631599 -0.0014313535613170391 -0.0011800806596150828 -0.0011651828025992857 0.0010751396150117715 -0.00031082325192074523 -0.00093123280756761959 -0.0014154671684978963 0.00031579733171707008 -0.0014074973948653559 -0.0014059269192442576 0.0010638383669617452 0.0011310105696930471 -0.00037588860114988947 0.0011189500373507261 0.0012249333180203706 -0.00062471702911029827 0.00016499300520723603 0.00080927234298479767 0.00061285643730073344 0.00013858015214149438 0.00096667082474946218 0.00096527764627176989
leaf_weight=0.24655701770098071 0.2718199809678481 0.31043042117380526 0.84487819010973897 0.043862768514372874 0.1603775401781603 0.29163789929589246 0.061732543661493611 0.20315140409365984 0.025306100113086205 0.2482851930981268 0.14117016695672635 0.45278152039827535 0.2355659028980881 0.27768792514689267 0.19105775261414137 0.11647760751657188 0.17169908476717033 0.66118383582943308 0.099004958326986525 0.047851443756371737 0.46996084542479444 0.10166396626300411 0.16273137776443025 0.060108095487521496 0.095323652756633237 0.14292606887465809 0.15044118365040049 0.14681671420112252 0.74240761695545932 0.14157384815916885
leaf_count=90 305 30 178 50 114 93 7 15 4 51 18 91 22 30 52 9 213 950 45 2 174 14 22 65 14 28 9 10 382 34
internal_value=0 -0.000311428 -0.000397107 -0.000607759 9.85058e-05 0.000162529 9.14799e-05 0.000169537 0.000714972 -2.66195e-05 0.00010034 0.000199568 0.000600836 -4.88057e-05 0.000244868 -0.000702411 -0.000751656 -0.00103272 -0.000258103 -0.000854225 -0.000425173 -0.00011003 0.000375923 0.000726014 -0.000821404 -6.68922e-05 -0.000323338 -0.000740186 0.000887625 4.91769e-05
internal_weight=0 3.38677 3.07634 2.08989 3.9297 3.674 3.38236 3.13581 0.829446 2.30636 1.9416 1.80043 0.688347 1.11208 0.834393 0.364763 1.82318 0.979739 0.318555 0.219551 0.843445 0.571625 0.266702 0.222839 0.255701 0.631242 0.488316 0.337874 0.767714 0.986452
internal_count=3121 2082 2052 1840 1039 911 818 728 393 335 275 257 113 144 114 60 1703 1210 260 215 493 188 137 87 128 99 71 62 386 212
is_linear=0
shrinkage=0.00140032


Tree=577
num_leaves=31
num_cat=0
split_feature=401 52 52 43 123 151 4 15 128 52 457 47 14 394 159 13 0 403 131 52 16 4 0 2 2 48 48 4 129 43
split_gain=0.0268877 0.0271409 0.029945 0.0373696 0.0331428 0.0375845 0.0477106 0.0531756 0.0448842 0.0397329 0.0366752 0.0357053 0.0366752 0.0346832 0.0332188 0.0335883 0.0341117 0.0314807 0.0299372 0.0312815 0.0347251 0.0495959 0.0501595 0.0403246 0.0649368 0.0392285 0.0403665 0.0341999 0.0291172 0.0322225
threshold=0.10711000000000001 0.19022000000000003 0.13389000000000004 0.24789500000000006 1.0000000180025095e-35 -0.24431999999999998 0.24564500000000003 -0.11713499999999999 0.086435000000000012 0.11434500000000002 -0.072694999999999996 0.13252500000000003 -0.46885499999999997 -0.081984999999999988 0.10519500000000001 -0.099939999999999987 -0.13455999999999999 -0.088999999999999982 0.10033500000000002 -0.24164999999999998 0.23311500000000004 -0.42529999999999996 -0.030209999999999997 0.11293500000000002 0.098035000000000011 0.085700000000000012 0.083985000000000018 0.0061450000000000003 0.08888500000000002 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 -1 7 -7 9 14 -8 12 -12 -6 15 16 -9 -17 19 -19 21 -21 23 24 25 26 28 -27 29 -23
right_child=-2 -3 -4 -5 13 6 10 8 -10 -11 11 -13 -14 -15 -16 17 -18 18 -20 20 -22 22 -24 -25 -26 27 -28 -29 -30 -31
leaf_value=-0.0028067891624997459 -0.0031070094729310407 -0.0012058167992225345 0.0015738651646457615 -0.0021471015176281337 -0.0029513267627821979 -0.0030510643682376253 -0.0018461931736182583 -0.00074891784305365454 -0.0031992118687648912 -0.0030023249319397279 -0.0008439612003462968 -0.0019155620477979548 0.0023277824583618416 0.0018830183756932239 -0.0022160981015595565 -0.0031914421639745102 0.0021992462868710779 -0.0015489959122352431 0.0022933730214477 -0.0028119248530168732 0.0027845472224559691 -0.0001136529648955742 0.0025494252499306883 -0.0025003489951543165 0.0030286289418327925 -0.0027056905736877871 0.0023058578222410748 0.00033024966219662768 0.00202976960180781 -0.0031983115474114171
leaf_weight=0.04968410260335332 0.02942689578003399 0.18928023675925931 0.1240113982466936 0.082083985359531542 0.016750492039136589 0.064821915052564072 0.038425555670983158 0.055171317064377945 0.046344196724021347 0.044027884971001074 0.044194156456796918 0.028812481963541359 0.22961329623467452 0.15185282017318957 0.062034486044467374 0.03112738600975995 0.14410891864099706 0.12711536876031582 0.05790811884617153 0.060005101306161324 0.047656145870860089 0.39813125418277306 0.082708072925005149 0.063251865813981567 0.072202648799247982 0.098207398540125723 0.082903318623721134 0.061243725465828902 0.05770367756667838 0.037684430065382912
leaf_count=61 141 349 47 153 9 101 11 34 122 42 24 6 207 220 143 274 66 259 50 24 30 470 29 30 33 53 10 14 22 87
internal_value=0 -4.24096e-05 4.71145e-05 -3.39441e-05 4.30214e-05 -6.6927e-05 -4.70355e-08 -0.000219053 -0.000106397 -1.58626e-05 0.001088 0.00146058 0.00181584 0.00140273 6.95654e-05 0.000165556 0.00138304 -2.43106e-05 5.47645e-05 -5.42801e-05 0.00012468 -3.23966e-07 0.000176515 -4.87264e-05 0.000143173 -0.000139943 0.000247237 -0.00153961 -9.8578e-05 -0.000380379
internal_weight=0 2.64907 2.45979 2.33577 2.25369 2.08509 2.0354 1.69436 1.62954 1.58319 0.341045 0.30262 0.273807 0.168603 1.53916 1.47713 0.19928 1.27785 1.24672 1.18881 1.0617 1.01404 0.954036 0.871328 0.808076 0.735874 0.576423 0.159451 0.493519 0.435816
internal_count=3121 2980 2631 2584 2431 2202 2141 1893 1792 1670 248 237 231 229 1628 1485 100 1385 1111 1061 802 772 748 719 689 656 589 67 579 557
is_linear=0
shrinkage=0.00318838


Tree=578
num_leaves=31
num_cat=0
split_feature=9 15 480 40 401 39 42 42 33 9 1456 42 42 156 51 159 42 43 1 1366 1 43 15 0 52 157 13 48 160 1
split_gain=0.0257515 0.0254209 0.026564 0.0256208 0.0253703 0.0243009 0.0276519 0.0351761 0.0338565 0.0485062 0.0319458 0.0298469 0.0292698 0.0290755 0.0360931 0.0358312 0.0350154 0.040463 0.0356642 0.0319732 0.0344412 0.0510101 0.0486016 0.0414615 0.0379764 0.0380428 0.030486 0.0302237 0.0565711 0.04006
threshold=-0.036024999999999995 -0.49307999999999996 0.084710000000000021 -0.0095299999999999985 0.10076500000000001 0.16946000000000003 -1.0000000180025095e-35 -0.084624999999999992 -0.0066799999999999993 0.09055500000000001 -1.0000000180025095e-35 -0.11466499999999999 -0.106335 0.091255000000000017 -0.076794999999999988 0.088450000000000015 0.092145000000000019 -0.12152999999999999 0.122185 -0.082084999999999991 0.099660000000000012 0.13895500000000002 0.035560000000000008 -0.23091999999999999 0.15915500000000002 -0.084489999999999996 -0.43167499999999998 0.093675000000000022 0.099315000000000014 0.091095000000000023
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 4 -4 5 6 7 11 -8 10 -10 -3 -13 16 -15 -16 17 -12 -18 -19 21 24 23 -22 25 -21 -25 28 29 -27
right_child=1 2 3 -5 -6 -7 8 -9 9 -11 13 12 -14 14 15 -17 18 19 -20 20 22 -23 -24 26 -26 27 -28 -29 -30 -31
leaf_value=0.0040637871847760106 0.0040520308486201549 -0.0021886036581471903 0.0037961317986344094 -0.004051700636481209 -0.0037308804241135704 0.0040659838340401516 -0.0034756218734587215 -0.0032100851001032622 -0.0028996536858770607 0.0037488347142277593 0.0033859830530760262 0.0033465260833964602 -0.00034967298483235936 -0.0033868425361096694 -0.0040579364773138922 0.0036500753824067092 -0.0015484381304207979 -0.0037640405601723531 0.0017044957181609104 -0.0040587221610318197 -0.00031058754024840978 0.0030047617910020264 -0.00151893618326541 -0.00072977382716489243 -0.0039083188227965263 0.00066430493839342839 0.003551839812105731 0.0024251201883726792 -0.0040668239207619743 -0.0022521267290562834
leaf_weight=0.024159701433746128 0.023539178116152804 0.099149338261213416 0.0079331520319101401 0.047705716957807343 0.031196104643186007 0.023107494889700209 0.042670444265243801 0.096273963624301184 0.058094458966937323 0.059881205250348901 0.078307015122847434 0.04624376172432676 0.14447730278698145 0.079255207992900978 0.014599809022911248 0.03038068533896876 0.27038498445654102 0.02955421079514331 0.069217343592754332 0.036900474287906881 0.083310605492442846 0.086464943813552964 0.072202257026219741 0.031232165631081443 0.044167198714603728 0.50199216409826874 0.2101606331889343 0.084410218607445131 0.055091040605475428 0.090966021187341539
leaf_count=89 61 156 8 221 156 17 23 365 240 36 37 16 231 132 47 34 339 38 42 92 38 17 26 25 75 265 158 55 51 31
internal_value=0 -0.000130676 -0.000169664 -0.00293273 -0.000107416 -6.106e-05 -0.000100543 -0.00109236 8.81909e-05 0.00016474 5.33466e-05 -0.00038901 0.000546537 0.000145155 -0.00174489 0.0011482 0.000279767 0.000561454 -0.000885429 0.000394709 0.00048948 5.18744e-05 0.00148176 0.00214901 -0.00026197 -5.26419e-05 0.00299787 0.00014918 -0.000147268 0.000216894
internal_weight=0 2.54887 2.52533 0.0556389 2.46969 2.43849 2.41539 0.386144 2.02924 1.98657 1.92669 0.28987 0.190721 1.8686 0.124236 0.0449805 1.74436 1.40476 0.339602 1.32645 1.2969 0.899992 0.396906 0.324703 0.813527 0.76936 0.241393 0.732459 0.648049 0.592958
internal_count=3121 3032 2971 229 2742 2586 2569 768 1801 1778 1742 403 247 1502 213 81 1289 908 381 871 833 586 247 221 569 494 183 402 347 296
is_linear=0
shrinkage=0.00404364


Tree=579
num_leaves=31
num_cat=0
split_feature=12 1 43 3 52 43 50 50 2 12 474 156 1 457 15 51 0 4 0 3 2 16 16 4 3 43 43 3 2 52
split_gain=0.176924 0.145917 0.139825 0.133956 0.150085 0.133198 0.104299 0.134624 0.108676 0.157635 0.102346 0.108588 0.0959353 0.0918567 0.090634 0.0871021 0.0860887 0.0847943 0.0825277 0.199104 0.0764355 0.0819973 0.111075 0.0824877 0.100089 0.0755566 0.0782043 0.0734017 0.0832224 0.144922
threshold=0.084100000000000022 0.13075500000000004 -0.04890499999999999 0.20828500000000003 -0.087284999999999988 -0.25681499999999996 0.10647500000000001 0.10030500000000002 0.088225000000000012 0.091475000000000015 0.084660000000000027 0.078780000000000003 0.099195000000000019 0.080930000000000016 -0.17952999999999997 -1.0000000180025095e-35 -0.26609999999999995 0.022185000000000003 -0.084044999999999995 -0.0080949999999999998 0.088555000000000009 -0.014034999999999997 -0.29154999999999992 -0.52556499999999995 0.10732000000000001 -0.08287499999999999 -0.092909999999999979 -0.15327499999999997 0.11263500000000001 0.13389000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 6 5 4 17 -1 7 8 9 -2 11 16 18 14 -10 -16 -6 -4 19 -7 -17 22 -22 -23 25 26 -25 -18 -29 -30
right_child=1 -3 3 -5 10 12 -8 -9 13 -11 -12 -13 -14 -15 15 20 27 -19 -20 -21 21 23 -24 24 -26 -27 -28 28 29 -31
leaf_value=-0.00029345304672572734 -0.0011991191307287935 0.00064185826523561421 -0.0010969095998780887 0.00066271089929965466 0.0011306662989363496 -0.001130948842289382 -0.0012025171798384991 0.00098085764534400861 0.00083886467489514404 -0.00029094121297971678 0.00084725337012789064 -0.0010093447976083341 0.0011532843714292871 0.00058454545518502022 -0.0011998338241217845 0.00075563594420551179 0.00088386343078108553 3.0904862384477828e-05 0.00077379453388849923 0.0011541743920795086 -0.00013755353572220903 -0.0012228420573817838 -0.0011479381243997737 -0.00040088665417056238 0.0012200084190519633 -0.00090850520998379174 0.00097502780684401592 5.2932985016779142e-05 -0.0010419607089641025 0.00035091921645461909
leaf_weight=0.26209983196167741 0.42210055797477408 0.2325656541797797 0.31755240146594621 0.34090846765320737 0.091780972608831113 0.13293235931632807 0.18788999417665753 0.11545856785232889 0.10220840797410335 0.77285784878768027 0.1852046450076158 0.16523923593922507 0.35766389351920225 0.21696755739685603 0.14622524698643236 0.10409112046181679 0.11058440906344946 0.13600702123949304 0.28438193936744915 0.092267876374535263 0.33531923643749861 0.065026431373553351 0.28967424072834547 0.11816368998552207 0.10817324137315154 0.11125868130329786 0.11786209576530382 1.123971468889067 0.30071349898935285 0.16537727066315711
leaf_count=44 630 55 92 125 20 98 238 35 40 264 34 31 201 41 218 25 27 24 50 19 75 7 291 52 7 84 20 207 46 21
internal_value=0 -0.000272321 9.57601e-05 -4.16549e-05 -0.000134137 0.000453166 -0.000338486 -0.000284826 -0.000335045 -0.000611741 -1.93915e-06 -8.22768e-05 0.00067881 -0.000142249 -0.000247516 -0.000327067 3.18715e-06 -0.000758716 0.000345787 -0.0001947 -0.000224936 -0.000314042 -0.00060585 3.63598e-05 0.000216138 -9.65506e-05 0.000286192 -5.7661e-05 -0.000123141 -0.000547742
internal_weight=0 3.44584 4.06669 2.93734 2.59643 1.12935 3.21328 3.02539 2.90993 1.19496 2.14287 1.95767 0.867246 1.71497 1.498 1.39579 1.79243 0.453559 0.509582 0.2252 1.24957 1.14548 0.624993 0.520484 0.455458 0.347284 0.236026 1.70065 1.59006 0.466091
internal_count=3121 2082 1039 627 502 412 2027 1789 1754 894 386 352 368 860 819 779 321 116 167 117 561 536 366 170 163 156 72 301 274 67
is_linear=0
shrinkage=0.00119516


Tree=580
num_leaves=31
num_cat=0
split_feature=1213 475 1446 156 15 0 1 47 1 15 3 3 33 151 44 147 14 39 50 403 0 48 457 42 2 12 48 52 4 52
split_gain=0.0253761 0.0372368 0.0256129 0.0252286 0.0243792 0.0255289 0.0418252 0.0403112 0.042061 0.0605355 0.0640565 0.0401139 0.0380176 0.0378215 0.0376158 0.0381422 0.0497979 0.0385511 0.0383737 0.0433751 0.0468295 0.040323 0.0510801 0.0374049 0.0350555 0.0330921 0.0302973 0.0335587 0.0454739 0.0584985
threshold=-1.0000000180025095e-35 -0.086004999999999984 0.11581000000000001 -1.0000000180025095e-35 -0.47006499999999996 -0.062294999999999996 0.14000500000000002 0.12431000000000002 1.0000000180025095e-35 0.083935000000000023 -0.084074999999999997 0.11296500000000002 -0.0066799999999999993 -0.50641499999999995 0.081805000000000017 0.088610000000000008 0.062655000000000016 0.056590000000000008 0.102455 0.03138500000000001 -0.088099999999999984 0.12879500000000002 -0.0029299999999999994 -0.106335 0.088850000000000012 0.091840000000000019 0.093265000000000015 0.11434500000000002 -0.35136499999999998 0.10347000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -2 -5 6 7 8 9 11 23 13 -10 -6 15 16 17 18 19 20 21 22 -14 -11 -22 -12 27 28 29 -7
right_child=2 -3 -4 4 5 26 -8 -9 12 10 25 -13 14 -15 -16 -17 -18 -19 -20 -21 24 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0033949344112208517 -0.0033864480713431491 -0.0027889417672384825 -0.0033961721769923169 0.0029664144835717826 0.0019272686082324715 -0.0013745735611548526 0.0032966722327964705 -0.0028403758777495415 -0.0031048106399825391 0.0027554316993558528 0.002004872976647904 0.0010829011243701141 -0.0014976044609195033 -0.0033920071979225896 -0.003076497464344245 0.0031566857908791515 -0.0032921342631071025 0.0025241630324221989 -0.002814597281538698 0.0031064870726910474 -0.0033894331859362328 -0.0019578238145482162 0.0011605386358921844 -0.0033931798945516199 0.002153692288008803 -0.0017807207500467668 0.0025242657908053513 -0.0014947609590363485 0.0017038433698837586 0.0027275535015681314
leaf_weight=0.013111185748130083 0.024543737698423995 0.074446664448260313 0.025293029646945686 0.032623929921102301 0.016807971718664438 0.16995563218733878 0.038403721096983534 0.067286703932040726 0.038785659868153632 0.013611917903290305 0.13937232162879809 0.03391136197024025 0.09882520629253122 0.170899314401595 0.03642947335174529 0.055272596440772648 0.043013339238314074 0.091018062228613417 0.045517381591707817 0.061652354183024727 0.064841656117096247 0.071490991314931307 0.50921564794043628 0.067478713299806259 0.016356013264157809 0.032624244939142955 0.081462859670864418 0.096929494244250236 0.24334854610242196 0.051967993611469865
leaf_count=4 153 487 42 106 21 137 37 42 21 19 95 7 37 611 24 57 67 101 74 18 207 13 138 166 15 98 65 40 211 8
internal_value=0 -0.00186295 -9.01321e-06 2.64814e-05 6.15431e-05 2.13271e-05 -0.000194561 -0.000274635 -0.000167213 -0.00101264 0.000118016 -0.00230385 0.000187188 -0.0029157 0.000303938 0.000420423 0.000269474 0.000429234 0.000209535 0.000376915 0.0001557 0.00044589 0.000728509 -0.00236107 -0.00227286 0.00128682 0.000595814 0.000316382 0.000693695 -0.000413976
internal_weight=0 0.0875579 2.43894 2.41365 2.3891 2.35648 1.71281 1.67441 1.60712 0.474706 0.253087 0.221619 1.13242 0.187707 1.09363 1.0572 1.00193 0.958917 0.867899 0.822382 0.76073 0.679532 0.608041 0.0810906 0.0811977 0.171997 0.643665 0.562202 0.465272 0.221924
internal_count=3121 491 2630 2588 2435 2329 1868 1831 1789 1017 378 639 772 632 751 727 670 603 502 428 410 188 175 185 222 193 461 396 356 145
is_linear=0
shrinkage=0.00338353


Tree=581
num_leaves=31
num_cat=0
split_feature=1 484 52 160 1374 0 150 48 51 51 0 4 52 15 15 3 0 3 9 13 4 48 43 12 47 47 16 133 403 484
split_gain=0.123928 0.12153 0.11009 0.101764 0.100313 0.119694 0.0948178 0.0808039 0.0781397 0.108515 0.115311 0.0756386 0.0666331 0.0622732 0.1044 0.129549 0.104809 0.0912573 0.104987 0.0638583 0.129708 0.0729967 0.059771 0.0723341 0.064876 0.0792568 0.0577197 0.0547212 0.0827477 0.05336
threshold=0.094385000000000011 -0.0068949999999999992 -0.43320999999999993 -0.40698999999999991 -0.094929999999999987 -0.23091999999999999 0.076925000000000007 0.12879500000000002 0.088210000000000011 0.078435000000000019 -0.060129999999999996 -0.49405499999999997 0.11434500000000002 0.088235000000000022 0.088655000000000025 -0.082154999999999992 -0.081894999999999982 0.090900000000000009 0.091600000000000015 -0.082014999999999991 -0.083854999999999985 0.092680000000000026 -0.40263499999999991 -1.0000000180025095e-35 0.090100000000000013 0.11069000000000002 0.31475000000000003 0.089755000000000015 0.10114000000000002 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -2 -4 -3 -6 22 -8 9 10 13 26 -13 17 -15 -16 27 18 19 20 -7 -22 -5 24 -24 -26 -12 28 -17 -25
right_child=2 4 3 6 5 8 7 -9 -10 -11 11 12 -14 14 15 16 -18 -19 -20 -21 21 -23 23 29 25 -27 -28 -29 -30 -31
leaf_value=-0.0011332713202875013 -0.001129493514104055 -0.0011498902570427709 -0.0009627058712023402 -0.0010809054786563483 0.00098729075158301765 0.0010752079178243457 0.00083883760773779004 -0.00021199964908218361 -0.00091865293768764124 0.00062222388973802694 -0.00085448186374388266 0.00058092763744321276 -0.00046583823658346115 0.00092789989425866358 -0.0011319201965884617 -0.0011342690896030462 -0.0011312027767291406 0.000453882028735943 0.00060646864287833529 -0.00097192162079545459 -0.0009365551222899098 0.00031847183453269785 0.0010480250068134987 -0.00069903785820762899 -0.00081387423948282595 0.00064615232371705369 0.00023611228918991981 0.00094524611221249945 0.00063397964762828304 7.4483353092416089e-05
leaf_weight=0.16949862473484278 0.084997275647765824 0.12343545439944215 0.095639954521176018 0.053566448084894636 0.12018281748169179 0.065312873983202735 0.44984270624263434 0.11694148823153228 0.16242276876801032 0.23208171979786119 0.13180655317410128 0.4579164531460248 0.092757627120590769 0.11205954128308815 0.15436288059208891 0.055484132164565381 0.068750008271308616 0.11424873443320382 0.082998619182035327 0.5314242245767673 0.26448904618882962 0.07557993055525003 0.18013803498615799 0.12573545585473844 0.07361351972213015 0.13122699969972018 0.11548205546569079 0.13209446221299004 0.084979678416857496 1.1269666753469181
leaf_count=397 119 38 34 13 19 14 208 13 177 35 40 108 26 31 166 46 141 12 9 568 268 34 170 76 13 32 8 18 23 265
internal_value=0 -0.00020409 0.000129699 0.000175171 -0.00015453 -0.000114306 0.000223367 0.000622024 -0.000159426 -0.000114937 -0.000182298 0.000172247 0.000404606 -0.000344726 -5.38288e-05 -0.000275774 0.000111433 -0.000500616 -0.000607548 -0.000715107 -0.000378442 -0.000657627 8.97656e-05 0.000128057 0.000555017 0.000121463 -0.000345182 0.000424875 -6.44903e-05 -3.15605e-06
internal_weight=0 3.34737 2.43867 2.35367 3.17787 3.05443 2.25803 0.566784 2.93425 2.77183 2.53975 0.797963 0.550674 1.74178 0.607731 0.495671 0.341308 1.13405 1.0198 0.936806 0.405382 0.340069 1.69125 1.63768 0.384979 0.204841 0.247289 0.272558 0.140464 1.2527
internal_count=3121 2178 943 824 1781 1743 790 221 1724 1547 1512 182 134 1330 425 394 228 905 893 884 316 302 569 556 215 45 48 87 69 341
is_linear=0
shrinkage=0.00112622


Tree=582
num_leaves=31
num_cat=0
split_feature=1 42 50 2 474 157 42 123 3 131 34 158 15 403 376 133 394 4 13 13 3 40 1456 42 42 50 13 13 52 4
split_gain=0.113173 0.0981739 0.0952061 0.0805014 0.0800094 0.0791797 0.0893228 0.0918483 0.100772 0.0989743 0.0839209 0.077563 0.0771968 0.136253 0.0825959 0.0711166 0.0694635 0.0721386 0.0703461 0.0660995 0.0724212 0.0692835 0.0640191 0.0620632 0.0848928 0.060714 0.0646307 0.0985125 0.0684152 0.0823166
threshold=0.10752500000000002 -1.0000000180025095e-35 0.10647500000000001 0.14753000000000002 0.085860000000000006 -0.084489999999999996 0.092145000000000019 1.0000000180025095e-35 -0.16186999999999999 0.088495000000000004 -1.0000000180025095e-35 0.085900000000000018 0.088345000000000021 0.03138500000000001 0.088235000000000008 -0.25159999999999993 0.15288500000000002 0.27834500000000006 0.41383500000000001 -0.076599999999999988 -0.10519499999999998 1.0000000180025095e-35 -0.11085999999999999 0.091295000000000015 0.088915000000000008 0.10030500000000002 -0.10664 -0.084154999999999994 -0.085984999999999992 -0.0016099999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 5 15 12 22 7 8 -7 10 -10 23 14 -14 -1 -2 17 18 -8 -17 -21 -22 -3 24 25 26 -12 -28 -29 -30
right_child=3 2 -4 -5 -6 6 16 -9 9 -11 11 -13 13 -15 -16 19 -18 -19 -20 20 21 -23 -24 -25 -26 -27 27 28 29 -31
leaf_value=-0.00096949537347934274 -0.00099790245584461764 0.0010433887327602573 -0.0010648493236712297 0.00089634937081695641 0.00088257496809059847 0.00079871846079338968 -0.0007964019505995938 0.00095103876782078143 -0.0010575077842918483 -0.0010254565433256042 0.0004504566129211186 -0.00091976110620192101 -0.0010634502053400454 0.00075532322145409369 0.00069584104350249403 0.0005577363613061473 0.00087434905972387685 0.0010334956034487833 0.0010877171851769753 0.00065972114394333126 -0.00022992109530389833 0.00081626791438793394 -0.0010638592516717419 0.00079795760892040343 -0.0010644373823279049 0.00099538981642853476 -0.00083219118500536273 -0.0004624674791492063 0.00049587041776537062 -9.433038004791603e-05
leaf_weight=0.43108899977232784 0.063195615628501289 0.018531610578065738 0.10719855318347971 0.16051405484176928 0.043192565644858405 0.17367666661448433 0.3762859232174377 0.12450906132289663 0.080283229937779921 0.1092064056865637 0.35837668464228301 0.089719808738664031 0.082104514269303763 0.10665374691961915 0.03637335286475718 0.33818090717613791 0.041313328314572573 0.029556816618423909 0.023726169019937515 0.16047555823752169 0.69922671477252174 0.079389698366867378 0.13118548397324126 0.13005519897706097 0.075248775563522829 0.079047937349969177 0.16222873220431466 0.24539653222746238 0.46478813093199511 0.62279262157970827
leaf_count=564 15 2 205 112 27 69 381 62 17 70 38 102 157 34 6 176 2 13 1 59 211 17 143 28 92 18 235 108 78 79
internal_value=0 -0.000154032 -8.03981e-05 0.000186101 -0.000516525 -4.87632e-05 -1.33209e-05 6.06759e-05 1.78871e-05 -3.82172e-05 8.49669e-06 4.69148e-05 -0.000608614 -3.57919e-05 -0.000839915 0.000101053 -0.000440022 -0.00056643 -0.000684648 0.000155426 1.05479e-05 -0.000123249 -0.000803029 8.7482e-05 4.14628e-05 8.4522e-05 4.56771e-05 -5.1342e-05 4.36905e-05 0.000157898
internal_weight=0 4.14254 3.44313 1.50098 0.699413 3.33593 3.18621 2.71533 2.59082 2.41714 2.30794 2.22765 0.656221 0.188758 0.467462 1.34047 0.470882 0.429569 0.400012 1.27727 0.939092 0.778616 0.149717 2.13793 2.00788 1.93263 1.85358 1.49521 1.33298 1.08758
internal_count=3121 2531 1743 590 788 1538 1393 996 934 865 795 778 761 191 570 478 397 395 382 463 287 228 145 676 648 556 538 500 265 157
is_linear=0
shrinkage=0.00106127


Tree=583
num_leaves=31
num_cat=0
split_feature=9 457 1456 1 15 455 11 3 1375 1 376 15 3 3 52 484 42 403 15 1 9 2 2 2 2 12 151 13 4 2
split_gain=0.02379 0.0250492 0.034381 0.03215 0.0357346 0.0358605 0.0347074 0.0324325 0.0313334 0.0343075 0.0306553 0.0355627 0.0505773 0.0417174 0.0379485 0.036492 0.0328908 0.0306398 0.0453469 0.0284732 0.0286307 0.029511 0.0362267 0.0296321 0.0282024 0.0277769 0.0316768 0.0271757 0.026553 0.0257211
threshold=-0.036024999999999995 0.080930000000000016 -1.0000000180025095e-35 0.11588000000000001 0.091915000000000011 -1.0000000180025095e-35 0.088215000000000002 -0.10831999999999999 -0.43996499999999994 0.090740000000000015 0.048375000000000008 0.088235000000000022 -0.084074999999999997 -0.083924999999999986 0.091820000000000013 0.085130000000000011 -1.0000000180025095e-35 0.03138500000000001 0.091295000000000015 0.10089500000000001 0.091600000000000015 0.073895000000000002 0.081685000000000021 0.089775000000000008 0.14753000000000002 -1.0000000180025095e-35 -0.092724999999999988 -0.28558999999999996 0.24564500000000003 0.092365000000000017
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 6 -6 7 28 -3 25 11 12 -9 -14 17 16 -15 18 -13 20 21 -18 -23 -24 -5 -10 -27 -7 -4 -25
right_child=1 8 3 24 5 27 -8 10 9 -11 -12 14 13 15 -16 -17 19 -19 -20 -21 -22 22 23 29 -26 26 -28 -29 -30 -31
leaf_value=0.0033321514899810035 -0.0033206666400687262 -0.0012783458581826026 0.00038717410129995633 0.00030136112497208237 0.0033595314995230243 0.0031037771026977954 -0.0026834047125118107 -0.0032115983369390005 -0.0033271182036807064 0.0021290927348056954 0.0018459645786364027 -0.0033250759729247987 0.0033271897428847098 -0.003162161471513741 -0.0033223770794173161 0.0011938309816414898 -0.0032742025877863946 0.0028874140967227457 0.0028899097314634471 0.00035574199140893674 0.0015187764642370192 0.0024493151066593381 -0.0033288776306110296 0.00062300946479224148 0.002882330540946311 -0.0026262592493769246 0.0012976663966871916 -0.0029629336026470144 0.0030433115026468984 -0.0016286029327602304
leaf_weight=0.022380923433047761 0.039452371122480456 0.076630353334621759 0.21657767011493056 0.34370057997693937 0.012444279156625271 0.0087291914969682693 0.061830678703699848 0.084325464978974862 0.023501673000282608 0.16912807638072991 0.063883719991281285 0.027281539605155558 0.029953796925838772 0.06561652092477821 0.019740530125091027 0.10234776967809012 0.076605092420319543 0.080587971086060861 0.024537359229725553 0.19672733581683133 0.040125735511537641 0.030586038716137409 0.064762078779949661 0.088305343662796076 0.05389131878837361 0.027917328701732913 0.11971356729191018 0.11735752507138375 0.051206509473558981 0.1517861734816961
leaf_count=89 277 13 154 229 1 2 68 479 12 119 37 96 3 172 53 68 86 34 12 110 8 3 177 37 92 48 56 371 33 182
internal_value=0 -0.000103335 -0.000253915 -0.000193808 -0.000401796 -0.00201271 -0.000250684 -0.000144379 0.000637976 0.00106955 -0.000387022 -0.000518705 -0.000761657 -0.000517693 0.000968159 -0.000658683 -0.000924039 0.00160784 -0.000382147 -0.00069772 -0.00115605 -0.00141653 -0.000992293 -0.00133759 0.000651197 2.24229e-05 0.000555643 -0.00254293 0.000895089 -0.000800463
internal_weight=0 2.46925 2.05236 2.01291 1.61532 0.138531 1.47679 1.41496 0.416891 0.340261 1.14717 1.08329 0.931141 0.846816 0.152147 0.816862 0.714514 0.132407 0.0518189 0.648898 0.45217 0.412045 0.33544 0.304854 0.397592 0.171133 0.147631 0.126087 0.267784 0.240092
internal_count=3121 3032 2784 2507 2186 374 1812 1744 248 235 1557 1520 1325 846 195 843 775 142 108 603 493 485 399 396 321 116 104 373 187 219
is_linear=0
shrinkage=0.00331719


Tree=584
num_leaves=31
num_cat=0
split_feature=3 124 402 484 15 4 453 457 4 2 11 0 4 52 52 403 475 160 151 133 160 12 12 457 1 13 13 52 0 43
split_gain=0.114982 0.114388 0.112832 0.0944597 0.105237 0.0913158 0.139824 0.0996892 0.0928433 0.0815123 0.0801911 0.086909 0.115827 0.0996994 0.0905204 0.0827056 0.118781 0.0926571 0.0958903 0.0837852 0.0806021 0.0767326 0.0908675 0.0766752 0.069315 0.0652713 0.0762701 0.0709294 0.0939569 0.106198
threshold=0.30112000000000005 -0.043384999999999993 0.086055000000000006 -0.0068949999999999992 1.0000000180025095e-35 0.27044500000000005 1.0000000180025095e-35 0.080930000000000016 0.033845000000000007 0.089775000000000008 0.081790000000000015 -0.019414999999999998 -0.49405499999999997 0.10473500000000001 -0.10925999999999998 -1.0000000180025095e-35 -0.086424999999999988 -0.40698999999999991 0.061780000000000009 -0.25159999999999993 0.10070500000000002 0.10345000000000001 0.10388500000000002 0.09061000000000001 0.10471500000000002 -0.094514999999999988 -0.086589999999999986 0.077655000000000016 -0.10011499999999998 -0.14792499999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 -3 7 -7 10 9 23 11 14 13 -13 21 16 -16 -17 19 -19 25 -5 -23 -9 -6 -21 -27 28 -28 -30
right_child=-2 3 -4 5 24 6 -8 8 -10 -11 -12 12 -14 -15 15 17 -18 18 -20 20 -22 22 -24 -25 -26 26 27 -29 29 -31
leaf_value=0.00070759187553672779 0.00079548042771862971 -0.0011191507295337663 -0.0012753033883710332 -0.0012763787133165103 -0.0012688470261582147 0.00052463569988356123 -0.0012812192141017625 0.00050135338730077094 -0.00065888871820371205 0.0009054282951658784 -0.0012748911402807512 -0.0012876594496690971 0.00049682520859425461 0.00021096282776619725 0.0012281873930766591 -0.001273041796246842 -0.0012706855365960945 -0.0012764993980773182 -0.0010258912491763453 0.00067748201818495634 -0.0012791682176555581 0.0013128563274855025 -0.00098526630577271601 -0.0010512547432515835 0.0011856734333775614 -0.00127597760417944 0.00010650540326985406 0.00043887800141064712 0.00087739025452037421 -0.001133452217071233
leaf_weight=0.41297776124338259 0.23013063878897799 0.30608707004284941 0.051971312190289609 0.27188069803014636 0.026393352469312958 0.59085869832415472 0.078086536086630076 0.13127540648565617 0.14028621301986277 0.32058557021082379 0.1233984657737891 0.13783822648110799 0.51074322230124458 0.14817626602598466 0.03546414157608524 0.11595191532615201 0.22306814545663822 0.082664814188322278 0.16834364333772089 0.25414726414601463 0.072772384308336657 0.047100619558477774 0.06711257775532431 0.08384634178946726 0.061942280881339684 0.073665334377439273 0.65886843868065703 0.48973513291275594 0.051669212873095227 0.23172548009459848
leaf_count=211 132 354 27 222 124 194 14 31 11 52 108 34 73 16 5 177 603 102 46 41 22 2 48 32 7 64 57 144 12 156
internal_value=0 -0.000118145 0.000485947 -0.000169179 -0.000767206 -0.000123013 0.000313837 -0.000188825 0.000259626 0.000500159 -0.000269357 -0.000235278 0.000134948 -0.000511264 -0.000338992 -0.000249317 -0.000927903 -0.000169557 -0.000108148 -2.74813e-05 2.88599e-05 -0.000909909 -3.75387e-05 -0.000103795 0.0004523 8.29499e-05 -1.74036e-05 4.73404e-05 -0.000156159 -0.000766831
internal_weight=0 5.96864 0.464949 5.50369 0.394423 5.10926 0.668945 4.44032 0.675994 0.535707 3.76433 3.64093 0.796758 0.286014 2.84417 2.45808 0.258532 2.19954 2.08359 1.91525 1.83258 0.386094 0.114213 0.215122 0.0883356 1.75981 1.50566 1.432 0.942263 0.283395
internal_count=3121 2989 238 2751 485 2266 208 2058 126 115 1932 1824 123 50 1701 1429 608 821 644 598 496 272 50 63 131 474 433 369 225 168
is_linear=0
shrinkage=0.00126831


Tree=585
num_leaves=31
num_cat=0
split_feature=1425 4 151 11 51 1211 47 1213 480 1374 150 1456 157 48 157 1186 48 122 12 48 160 403 16 15 374 39 43 160 130 2
split_gain=0.0246679 0.0291502 0.0414788 0.0380006 0.035078 0.0337656 0.0311785 0.0285193 0.0280147 0.0284439 0.0314704 0.0427283 0.0293683 0.0284585 0.040368 0.0320554 0.0303509 0.0314949 0.0314946 0.0316623 0.0455146 0.0447551 0.0370782 0.0329707 0.0290637 0.0351393 0.0350335 0.0453324 0.0400339 0.0301142
threshold=1.0000000180025095e-35 0.27287000000000006 -0.27559499999999998 0.081790000000000015 0.11144500000000002 1.0000000180025095e-35 0.096475000000000019 -0.082704999999999987 0.084710000000000021 0.093235000000000012 -0.22665999999999997 -1.0000000180025095e-35 0.08796000000000001 0.13723000000000002 -0.084489999999999996 0.091245000000000007 0.12879500000000002 0.10544500000000001 -0.14757499999999998 0.093265000000000015 0.099315000000000014 -0.092474999999999988 0.22339500000000004 -0.094329999999999983 1.0000000180025095e-35 0.082325000000000023 0.016310000000000002 -0.098904999999999979 -0.23647499999999996 0.088475000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 5 6 7 -4 -1 9 10 -9 -12 13 14 -13 16 17 18 -16 20 21 -20 -22 -21 25 26 27 -23 -29 -28
right_child=-2 2 4 -5 -6 -7 -8 8 -10 -11 11 12 -14 -15 15 -17 -18 -19 19 23 22 24 -24 -25 -26 -27 29 28 -30 -31
leaf_value=-0.0036662944766571036 -0.0037081493261012228 -0.0032723178980766303 0.0032488791218872022 -0.0028909138932408738 -0.0013200521858977667 -0.0036671997385342584 0.00024448659893202412 0.0031464979229729878 -0.0036683687186042087 -0.0030874807909675706 -0.0036717919517361771 -0.0031507278315757079 -0.0029416584386872755 0.0026207633878045991 -0.0032475635436574539 -0.0036781250955379551 -0.003000832088877854 -0.0036847780299978155 -0.0036658397283519696 -0.00080936256357204905 -0.0036797755432081223 -0.0035491282089283953 0.0013749246296777865 0.0028371198616569371 -0.0025233479477887988 0.0028486520071612734 -0.0018173809731231014 -0.003688745424995859 0.0005333889613067538 0.0024711203419732542
leaf_weight=0.028638536228756784 0.024869747367119888 0.0265970573091181 0.13218237680757727 0.06749771432714613 0.046821678093692753 0.034962807005285756 0.071337489302095491 0.045202894361866863 0.027328397351538913 0.037654903901056858 0.040399859154152007 0.049272684940663392 0.040693415372515918 0.063104258479142916 0.030897866759915682 0.027949480459937948 0.037061767696286441 0.025537285895552375 0.034073025931777745 0.044159771216982335 0.065336244791978859 0.040987591051363181 0.027726198191885487 0.13475064100657608 0.039060004201019072 0.093139591939689015 0.025206153215094673 0.031194436800435654 0.8775281006619331 0.17073192747557187
leaf_count=252 78 15 285 102 17 181 32 12 199 36 240 127 92 30 16 23 15 6 232 78 86 96 18 85 14 89 50 10 514 91
internal_value=0 -4.18761e-05 0.00107621 -0.000186562 0.00153821 -9.84901e-05 0.00219578 -3.72563e-05 1.44761e-05 6.52648e-05 0.000126332 5.44347e-05 0.000135439 0.000204326 0.00011742 0.000211847 0.000276663 0.000350715 0.000414535 0.000485974 0.000301191 0.000476758 -0.00217382 0.00193707 0.000587218 0.000685297 0.000509419 0.000218514 0.000388452 0.00191943
internal_weight=0 2.41703 0.276939 2.1401 0.250342 2.0726 0.20352 2.03764 2.009 1.98167 1.94401 1.89881 1.85841 1.81772 1.75461 1.70534 1.67739 1.64033 1.61479 1.58389 1.40498 1.31192 0.0930624 0.17891 1.27785 1.23879 1.14565 0.94971 0.908723 0.195938
internal_count=3121 3043 349 2694 334 2592 317 2411 2159 1960 1924 1912 1672 1580 1550 1423 1400 1385 1379 1363 1200 1096 104 163 864 850 761 620 524 141
is_linear=0
shrinkage=0.00366245


Tree=586
num_leaves=31
num_cat=0
split_feature=3 38 401 375 124 1365 1456 122 455 457 1456 1 52 160 1375 14 132 49 158 33 15 15 403 14 1186 47 4 0 1 0
split_gain=0.0235216 0.0335701 0.0251854 0.0242966 0.0350074 0.0321416 0.0294181 0.0231909 0.0230714 0.027816 0.02889 0.0279432 0.0324001 0.0325229 0.0269196 0.0247616 0.0249712 0.0284616 0.0325031 0.0339842 0.0326414 0.0289525 0.0283841 0.0254356 0.0261134 0.0349101 0.0231072 0.0226909 0.0316726 0.0293579
threshold=0.31299000000000005 0.13905500000000001 0.10076500000000001 0.087420000000000012 -1.0000000180025095e-35 1.0000000180025095e-35 0.075120000000000006 0.10544500000000001 0.095690000000000011 0.080930000000000016 -1.0000000180025095e-35 0.12811000000000003 -0.23798499999999997 0.35004500000000011 -0.43996499999999994 0.076175000000000007 -1.0000000180025095e-35 -0.063424999999999981 0.087355000000000016 -0.0066799999999999993 0.095175000000000023 -0.094549999999999981 -0.092474999999999988 -0.46885499999999997 0.091245000000000007 0.11893500000000001 0.23246000000000003 -0.069954999999999976 0.09253500000000002 -0.099059999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 27 6 7 8 9 10 -6 12 13 -12 -11 16 -14 21 19 -19 22 -18 -21 -24 25 -25 -13 28 -1 -30
right_child=1 -3 -4 -5 5 -7 -8 -9 -10 14 11 26 15 -15 -16 -17 17 18 -20 20 -22 -23 23 24 -26 -27 -28 -29 29 -31
leaf_value=-0.0026141950078078435 0.003740362040744051 -0.0037745682243026497 -0.0037395037962247497 -0.0034558119121119533 -0.0037388758357438821 -0.0037462991994364203 -0.0037417542007555874 -0.0037560370162567996 -0.003633287393275785 -0.001074006298676704 -0.0034601536239913474 0.00051239848544632047 -0.0027853012480883823 0.0028100283454842901 0.0016033287214636085 -0.0037535240926592703 0.0016008023517615031 -0.0030083845203136305 -0.0028203030434563606 -0.0037374193862372354 -0.0037474786076110238 -0.0017184877767041353 -0.002237205537877303 0.0011714733425154042 -0.0024722001237272397 -0.0028453860720650584 0.003746701406232985 0.0037483028696897514 0.0034272467463858361 -0.0015182992598870722
leaf_weight=0.029454826122673694 0.044573891669642651 0.010192475281655788 0.026744055874587391 0.029591097212687489 0.031020127469222003 0.034628251618414541 0.030773063741889817 0.023432977352058404 0.024330416621523798 0.066317991586402059 0.073151402808436461 0.10947545376257029 0.044999926154562941 0.013707684527616948 0.24988858642609546 0.02566066454801319 0.044966872243094258 0.038264726463242305 0.044385050688106165 0.019810814173072622 0.023733196371722443 0.19881150325818708 0.037406300805744586 0.83724587556205798 0.030825572013782221 0.031323690855060704 0.042909662812235183 0.049322619308442728 0.055088039123802446 0.024070135455076525
leaf_count=25 119 1 156 29 272 56 227 7 18 7 251 38 249 5 159 34 11 19 74 212 156 101 10 587 25 18 59 89 60 47
internal_value=0 0.00234177 -0.000135521 -9.29595e-05 -4.84359e-05 -0.000177358 -0.000116849 -6.13976e-05 -1.78533e-05 2.69376e-05 -0.000167825 -9.9305e-05 -0.000257741 -0.00247062 0.00104181 -0.0001182 -4.91909e-05 4.50295e-05 0.000309047 0.000445406 0.000580214 -0.00110622 0.000687582 0.000781159 0.000906694 0.00102661 0.00142314 0.00164706 0.000692863 0.00192342
internal_weight=0 0.0547664 2.29134 2.2646 2.23501 2.07707 2.04244 2.01167 1.98824 1.96391 1.6477 1.61668 1.46429 0.0868591 0.316207 1.37743 1.35177 1.30677 1.063 1.01861 0.980345 0.243778 0.956612 0.936801 0.899395 0.86857 0.152385 0.157936 0.108613 0.0791582
internal_count=3121 120 3001 2845 2816 2595 2539 2312 2305 2287 2121 1849 1752 256 166 1496 1462 1213 1101 1027 1008 112 852 640 630 605 97 221 132 107
is_linear=0
shrinkage=0.0037357


Tree=587
num_leaves=31
num_cat=0
split_feature=3 38 401 1447 1444 124 38 1365 1 453 4 128 158 156 41 1 483 146 4 0 52 133 457 49 42 3 15 457 33 1
split_gain=0.0211835 0.0303656 0.0228624 0.0217982 0.0304359 0.0242336 0.0311647 0.0299117 0.0239406 0.0228741 0.0295024 0.0355523 0.0349981 0.0304875 0.0310839 0.0288929 0.0273675 0.0267154 0.0263316 0.0496538 0.0483703 0.0241431 0.0237677 0.0241137 0.0834823 0.0290948 0.0430572 0.0384481 0.0304414 0.0266886
threshold=0.31299000000000005 0.13905500000000001 0.10076500000000001 -1.0000000180025095e-35 -0.084274999999999989 -0.043384999999999993 0.095410000000000009 1.0000000180025095e-35 0.09253500000000002 0.089960000000000026 0.24564500000000003 0.086435000000000012 0.09031500000000002 0.10499000000000001 0.079885000000000025 0.086920000000000011 0.088070000000000009 0.085195000000000007 -0.49405499999999997 0.041630000000000007 0.10473500000000001 -0.23133499999999999 0.5717850000000001 -0.087004999999999985 0.088200000000000014 0.090900000000000009 0.091915000000000011 0.087350000000000011 -0.0066799999999999993 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 -1 6 8 9 -5 10 11 12 13 14 16 -12 17 18 20 21 -7 -20 23 24 -23 26 27 28 -25 -30
right_child=1 -3 -4 5 -6 7 -8 -9 -10 -11 15 -13 -14 -15 -16 -17 -18 -19 19 -21 -22 22 -24 25 -26 -27 -28 -29 29 -31
leaf_value=0.0017537761788248335 0.0029488998513196546 -0.0029732754914543803 -0.00294828762930465 -9.6328802945039142e-05 -0.0026295590022485864 -0.0029655862054085015 -0.0029519302041078107 -0.002953135412252038 0.0025598231788370117 -0.0028116305737037471 -0.0027270855662182877 -0.0029546652155466205 -0.0025737844907555204 -0.0029527514178802018 -0.0028089806193955839 0.0010470836500586812 -0.0022802393616388646 -0.0029638278343972015 -0.0029542886292706714 0.0019584406671485765 0.0010934784586289572 -0.0024098660045287412 -0.0029573635420971508 -0.0029554889304616882 0.0019622706902401275 0.0012827667324018599 -0.0029533238415744268 -0.0020497203772981746 -0.00016387981827245386 0.0011421577097666571
leaf_weight=0.01791308666815894 0.040336669364023581 0.0092312050983309746 0.024201247108066926 0.045633737085155945 0.059054480238957097 0.05892448067697853 0.014401123653442482 0.031340953381913894 0.082977769741773955 0.025721949845319503 0.018734964329269022 0.0389725797435857 0.04834545297671855 0.03030663017216273 0.032691952985260175 0.29024217133246566 0.040895637519042682 0.023303314628719707 0.02166256640293851 0.14447382655271224 0.044867785589303821 0.10304372307837217 0.020499243983067683 0.021222388022579919 0.059929446479145554 0.25139544407647918 0.037592544374547288 0.05575180131563684 0.22134804180268086 0.35106298236951261
leaf_count=30 119 1 156 28 266 61 23 56 175 15 35 162 127 123 48 198 121 8 93 45 10 60 7 10 26 64 188 46 605 215
internal_value=0 0.00184599 -0.000101028 -6.9597e-05 -0.0016094 -1.35707e-05 0.00115725 -9.84663e-05 0.00161737 -5.23723e-05 -1.53155e-05 -0.000175653 -0.00010655 -2.8024e-05 3.15184e-05 0.000818235 9.5298e-05 0.000163951 0.000216321 0.000331335 -0.00121092 0.000125763 0.000185238 0.00024373 -0.000802118 0.00042537 0.00011161 0.000289038 0.000508685 0.000637121
internal_weight=0 0.0495679 2.21651 2.19231 0.0769676 2.11534 0.143013 1.97233 0.128612 1.94099 1.91527 1.60629 1.56732 1.51897 1.48867 0.308977 1.45597 1.41508 1.39177 1.28798 0.103792 1.14351 1.12185 1.10135 0.162973 0.938373 0.686978 0.649385 0.593633 0.572411
internal_count=3121 120 3001 2845 296 2549 226 2323 203 2267 2252 2019 1857 1730 1607 233 1559 1438 1430 1359 71 1314 1221 1214 86 1128 1064 876 830 820
is_linear=0
shrinkage=0.00294557


Tree=588
num_leaves=31
num_cat=0
split_feature=1 52 52 3 484 12 0 4 159 15 0 0 0 42 42 150 159 1447 43 12 133 38 3 402 151 0 13 151 403 0
split_gain=0.152644 0.0996593 0.0928506 0.0910671 0.106539 0.10601 0.141739 0.125527 0.108651 0.102212 0.12261 0.107681 0.155431 0.103691 0.11164 0.100711 0.0934215 0.0884322 0.0897055 0.0926793 0.11002 0.100014 0.0849687 0.0876423 0.0841037 0.0779224 0.168289 0.0710645 0.102093 0.067707
threshold=0.10060500000000001 -0.43320999999999993 0.19022000000000003 0.092670000000000016 -0.0068949999999999992 0.092355000000000007 -0.076899999999999982 -0.49013999999999996 0.082585000000000006 0.14654000000000003 -0.10011499999999998 -0.10224499999999999 -0.12333499999999999 0.083995000000000014 0.084050000000000014 0.087000000000000008 0.092630000000000018 -1.0000000180025095e-35 -0.40263499999999991 -0.064509999999999984 -0.25159999999999993 0.13905500000000001 -0.11255999999999998 -0.50169499999999989 -0.40381499999999992 -0.23091999999999999 -0.42195999999999995 -0.50641499999999995 0.092070000000000013 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 -1 6 8 -8 9 10 11 12 15 -12 -15 -6 -9 -3 -19 21 -21 -20 -7 -24 -22 -5 -27 -16 -29 -26
right_child=1 17 -4 25 5 22 7 16 -10 -11 13 -13 -14 14 27 -17 -18 18 19 20 24 -23 23 -25 29 26 -28 28 -30 -31
leaf_value=-0.0011773254145120279 -0.0011754128945357485 -0.00088043502564645463 -0.0009626446990152075 0.00099298963651648373 0.00043360101568997366 0.00010138952053049478 -0.00041110695933980112 0.00093248736794216704 -0.0011421193563785094 0.0010892797293693031 -0.0011182735730955104 0.00093972199526247413 -0.0012000914196813629 0.0012032932489289942 0.0010020071775928411 -0.000655845835871997 -0.00038837745208385481 -0.00089684233823601289 0.0011028935018431365 -0.001072287784806978 -0.0010170752162686923 -0.0012069921329688775 0.00073297245312845742 -0.0011806565059782623 0.00023676849835309682 0.00073636025776214011 -0.00062643215884686601 -0.0010375775969142097 0.00027803315350469736 0.0010675698484940049
leaf_weight=0.16111707156233102 0.074895632074913343 0.10032363914069797 0.21348401682189422 0.14408679168263916 0.4291469365125522 0.13428468703932595 0.20658003917196766 0.38749033182102666 0.17735840735986119 0.083006250904872902 0.30280248419876477 0.15556359483162019 0.14945507814991288 0.063598231368814595 0.040960149868624285 0.15990543441148475 0.090729279821971431 0.091102741309442847 0.27751115974388207 0.089738444978140097 0.068591397604906734 0.028365984559059143 0.036517290500341915 0.32795949386127166 1.6373634132760351 0.2349868540186435 0.26437288631132094 0.25722414215852041 0.1181932975014206 0.14674606568586801
leaf_count=361 97 35 280 13 60 44 28 103 122 5 392 16 33 6 9 17 12 15 237 20 17 1 12 430 310 20 54 274 44 54
internal_value=0 0.000155931 -0.000210095 -0.000169167 -0.000248191 -0.000200223 -0.000106035 0.00035217 -0.000268009 -0.000179916 -0.000242743 5.37228e-05 -0.000132909 -0.000581358 -0.000242634 0.000137857 0.000681889 0.000196801 0.000242997 0.000289184 0.000194781 0.000888683 -0.000695375 -0.000988928 0.000256153 0.000233897 1.48656e-05 -0.000463488 -0.000623382 0.000305103
internal_weight=0 2.51464 4.13882 3.92534 3.28189 3.12078 2.62201 0.6848 1.93721 1.75986 1.67685 0.894071 0.738507 0.782778 0.479976 0.589052 0.47822 2.43974 2.33942 2.24832 1.94244 0.305877 0.498761 0.364477 1.8527 0.643447 0.49936 0.416378 0.375417 1.78411
internal_count=3121 786 2335 2055 1968 1607 1121 143 978 856 851 126 110 725 333 77 115 689 654 639 401 238 486 442 381 87 74 327 318 364
is_linear=0
shrinkage=0.00117172


Tree=589
num_leaves=31
num_cat=0
split_feature=1429 1 128 50 0 393 50 401 454 157 158 131 43 104 52 1 8 1374 49 151 151 12 2 13 3 13 0 457 48 48
split_gain=0.021819 0.023781 0.0368477 0.0360624 0.0297244 0.0280202 0.0268469 0.0387234 0.0243284 0.0248366 0.028996 0.0254269 0.0399929 0.0273062 0.0245912 0.0365238 0.0332255 0.0356351 0.0286703 0.0358287 0.0346467 0.0290172 0.0309345 0.0370882 0.0275085 0.0322409 0.0259746 0.0285007 0.0241095 0.0296523
threshold=-1.0000000180025095e-35 0.10752500000000002 0.086435000000000012 0.10647500000000001 -0.014954999999999998 0.091220000000000009 0.10030500000000002 0.083100000000000021 -1.0000000180025095e-35 -0.084489999999999996 0.090905000000000014 0.085815000000000016 -0.17390999999999998 0.077525000000000011 -0.12005499999999998 0.099660000000000012 -0.057044999999999992 -0.094929999999999987 -0.087004999999999985 0.087340000000000015 -0.030624999999999996 0.084225000000000008 0.086590000000000014 -0.53104499999999988 -0.059315 -0.023499999999999997 0.089620000000000019 0.10378500000000002 -0.089099999999999999 0.12879500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 5 28 6 7 8 -2 -10 11 13 -13 14 26 16 -16 -18 19 20 -19 -20 -23 -24 25 -25 27 -11 -3 -30
right_child=1 4 -4 -5 -6 -7 -8 -9 9 10 -12 12 -14 -15 15 -17 17 18 21 -21 -22 22 23 24 -26 -27 -28 -29 29 -31
leaf_value=-0.0028450349521542267 -0.0035216128738543139 -0.0027698449247676236 -0.0042224877166725759 -0.0042135714432079852 0.0041377875265031965 -0.0042209496328797233 0.0035553842674885556 -0.0041125799889761153 -0.002917342188543285 -0.0037746155852406834 -0.0030584502731314557 0.0036347912090890244 -0.0034087362807354166 -0.0036153893988499675 -0.0042643765813966681 0.003818347768102988 -0.0025005309934993656 0.00094841761850389709 0.001969123936555359 0.0026871252127467784 -0.0042299035185205834 -0.0026130809702695295 -0.0042533925213771567 -0.0017252893487187295 0.0031605144429283807 0.0018580674082147709 0.0023862121179658367 0.00422817057226022 0.0012397413344236124 -0.0010895504634440313
leaf_weight=0.049520050130013593 0.033412565416257034 0.038675896368658869 0.041152818971113336 0.038401436628418995 0.041192116960701131 0.028429525917090248 0.036568034902302204 0.041237293326503166 0.04624471897477711 0.061148441355725835 0.046057446062150009 0.018188399611972272 0.066184336379137565 0.02784572637756344 0.024414536543191034 0.065852119632836548 0.057678264245624167 0.037223376440124412 0.41883081117566545 0.035955684910732089 0.0592966395979595 0.053585600371206965 0.023158302879891512 0.07703300501134358 0.092379316301050229 0.10503178190947438 0.023256443203536037 0.0090407321695238352 0.39683972523152988 0.12790536138345487
leaf_count=154 56 15 177 235 108 86 38 208 101 150 165 5 238 11 2 69 15 19 201 19 32 190 3 231 27 103 25 2 375 61
internal_value=0 -2.08467e-05 -0.00029422 -0.000188315 0.00068794 -8.44369e-05 -3.86875e-06 -9.53303e-05 2.45556e-05 0.000112427 0.000220026 0.000340238 -0.00189035 0.000500855 0.000601057 0.000785035 0.000582158 0.000705392 0.000910282 -0.00089751 -0.00223286 0.0012213 0.000329434 0.000859256 0.00129067 0.000341922 -0.00146707 -0.00274381 0.000435719 0.000671982
internal_weight=0 2.17222 1.56761 1.52645 0.604613 1.48805 1.45962 1.42306 1.38182 1.34841 1.30216 1.2561 0.0843727 1.17173 1.14389 1.05044 0.984587 0.960173 0.902495 0.132476 0.09652 0.770019 0.351188 0.297602 0.274444 0.182065 0.0934456 0.0701892 0.563421 0.524745
internal_count=3121 2967 2408 2231 559 1996 1910 1872 1664 1608 1507 1342 243 1099 1088 911 842 840 825 70 51 755 554 364 361 334 177 152 451 436
is_linear=0
shrinkage=0.004207


Tree=590
num_leaves=31
num_cat=0
split_feature=1 0 12 484 38 42 474 160 150 403 124 3 42 42 52 3 4 2 4 1 2 3 48 0 1186 2 51 2 15 16
split_gain=0.138151 0.0896953 0.0817312 0.0676119 0.0670433 0.0638596 0.0783553 0.0678428 0.0693934 0.0718873 0.0692245 0.0714273 0.0805696 0.0623898 0.059011 0.0860199 0.0933757 0.0769667 0.0979298 0.0733782 0.0730828 0.0588996 0.0653075 0.144425 0.0574814 0.0491745 0.0489149 0.0471718 0.0442248 0.044132
threshold=0.104035 -1.0000000180025095e-35 -0.054684999999999991 -0.0068949999999999992 0.13659500000000005 -1.0000000180025095e-35 0.085860000000000006 -0.091944999999999985 -0.22665999999999997 0.092070000000000013 -0.084854999999999986 -0.11255999999999998 0.092145000000000019 0.091295000000000015 -0.089199999999999988 -0.078934999999999991 -0.083854999999999985 0.10613000000000002 -0.0016099999999999997 0.089875000000000024 0.089775000000000008 0.16158000000000003 0.12737000000000001 -0.17169499999999996 0.090275000000000008 0.10855000000000002 0.11144500000000002 0.11448000000000001 0.050935000000000008 -0.5224049999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 4 -1 25 6 29 8 -7 -10 -9 28 13 14 -13 16 -16 18 -17 -18 -20 22 23 -4 -14 -2 -25 -23 -12 -5
right_child=1 -3 21 5 -6 7 -8 10 9 -11 11 12 24 -15 15 17 19 -19 20 -21 -22 27 -24 26 -26 -27 -28 -29 -30 -31
leaf_value=-0.0010932033569079737 1.2578724332117149e-05 0.00097058098030875384 0.00079555344351079434 0.00065883669422877364 -0.0012421460590130899 0.001234720755358937 0.00094161852407216346 0.00081519406399950198 -0.0011638005551703259 0.0011024874235189331 0.00029838428047457982 -0.00086908297968627175 -0.0012059461286394772 0.00055131570874435848 0.00040932373469063646 0.00061978507627685146 -0.0012261711670334783 -0.00083681027700277359 -0.00060514583121964647 0.00052862300609068415 0.00030580683339045576 -0.00022063082823328749 -0.00079760074061257949 -0.00023940307160938101 0.00037810376987241709 0.0012231993023026552 -0.0010477102454387033 0.0012230652170092378 -0.00061728392472732818 -0.00090286631630319327
leaf_weight=0.22006933920420158 0.078594706292278604 0.1233723664554417 0.19674440829839979 0.028112252912251279 0.027461032383143902 0.022205409128218889 0.039120777066273149 0.086344622133767035 0.28305960812940734 0.022450216813012958 0.40307237549132091 0.2798909374250812 0.24960748839293945 0.12026404750213249 0.086174595286139577 0.31523641809326364 0.29317867595091252 0.16197955173265655 0.32176680222618725 0.040278528977069072 0.22061849079909734 0.062551067865569965 0.29294010665034864 0.74109010332176717 0.039420636370778084 0.13639588229489163 0.1309143150865566 0.072755784844048321 0.09731059055775404 0.61905896034659269
leaf_count=427 71 135 51 6 2 2 24 44 262 4 94 151 282 28 6 55 224 15 33 13 26 19 51 165 4 111 27 59 30 700
internal_value=0 -3.38538e-05 -0.000105094 -0.000436594 0.000551522 -0.000397846 -0.000733754 -0.000322085 -0.000846028 -0.000997264 -0.000258845 -0.000294123 -0.000391555 -0.000297536 -0.000356918 -0.000257316 -0.000721875 -6.61205e-05 7.94402e-05 -0.00101421 -0.00023461 -0.000211439 -0.000287663 -0.000147891 -0.000989897 0.000780629 -0.000360754 0.000555658 0.000120312 -0.000835028
internal_weight=0 1.86282 1.73945 3.94922 0.242452 3.72915 0.686292 3.04286 0.327715 0.30551 2.71514 2.6288 2.12842 1.83939 1.71912 1.43923 0.419632 1.0196 0.857622 0.333457 0.542385 1.497 1.36169 1.06875 0.289028 0.214991 0.872004 0.135307 0.500383 0.647171
internal_count=3121 691 556 2430 184 2003 730 1273 268 266 1005 961 837 551 523 372 243 129 114 237 59 372 294 243 286 182 192 78 124 706
is_linear=0
shrinkage=0.00121906


Tree=591
num_leaves=31
num_cat=0
split_feature=1425 4 1374 482 150 1 15 1375 14 11 403 484 484 43 16 130 160 1 42 475 13 0 16 133 3 12 0 1373 12 42
split_gain=0.0206837 0.0259418 0.0254881 0.0259752 0.0265233 0.0429899 0.0509776 0.0347007 0.0319511 0.0271181 0.0285681 0.0364205 0.0265827 0.0271117 0.0445054 0.0436288 0.0332069 0.0315612 0.0297248 0.0287139 0.0301561 0.0272908 0.0318174 0.0251268 0.0411817 0.0243455 0.0241041 0.0301198 0.0266264 0.0418772
threshold=1.0000000180025095e-35 0.50996500000000011 0.10637000000000001 0.092250000000000013 0.081835000000000019 0.093205000000000024 -0.090644999999999989 -0.43996499999999994 0.076175000000000007 0.088215000000000002 -1.0000000180025095e-35 0.073690000000000019 -0.0068949999999999992 -0.074359999999999996 0.22339500000000004 -0.23647499999999996 -0.090969999999999981 0.13756000000000004 -0.11051499999999999 -0.068264999999999978 -0.095304999999999987 -0.084269999999999984 -0.50859499999999991 0.085075000000000026 -0.081234999999999988 0.090545000000000014 -0.26609999999999995 0.09586500000000002 0.090840000000000018 0.095885000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 8 6 -6 -7 9 10 11 -1 -12 15 17 -14 -17 19 -18 -15 21 22 -21 -20 -25 -9 -22 28 29 -28
right_child=-2 -3 -4 -5 5 7 -8 25 -10 -11 12 -13 13 14 -16 16 18 -19 23 20 26 -23 -24 24 -26 -27 27 -29 -30 -31
leaf_value=-0.0029188811352406424 -0.0031598464526074051 0.0021861962343386445 -0.0027461079216939861 -0.0030397756610265224 0.00089745726439878579 -0.0011169227444940953 -0.0020678223803503861 0.0029234197331622471 -0.0029739788653691977 -0.0021261692703724603 -0.0017465804688992898 0.001158360332470882 -0.0030606960517068882 0.0024473357014625479 -0.0018115196165430394 -0.0015696249285764201 -0.0009540196959637188 0.0031443081579275644 0.0021711348085122401 0.0027943377596160875 0.0024389753635605188 0.0025204931610683873 -0.001138215859102173 -0.00084202754655377595 0.0027988038118075043 -6.7163951194742336e-05 -0.00092510093343699078 0.0031553520298230756 -0.0028429063774252027 0.0031245695988452423
leaf_weight=0.069062532209957062 0.021001978437197866 0.049843135255286941 0.034859401173889526 0.028024541829836269 0.15001312234380748 0.034521420744567877 0.09101956417043755 0.13328355305202422 0.039486766849222366 0.063583376657334045 0.074219429095139566 0.031022819189729489 0.027645392256090418 0.0437807648886539 0.13506561372651049 0.045071401546920242 0.052240314954815403 0.032768008094535617 0.2380232021014318 0.027682654850650579 0.024208100207034566 0.066190061330417937 0.073416921530224499 0.084266710031442926 0.047448604533201433 0.033229048302018782 0.31782716059023353 0.018296663649380207 0.061300735087115754 0.027076002765170415
leaf_count=657 78 146 28 117 36 5 124 174 87 60 346 40 10 21 116 149 46 32 146 12 6 22 62 66 58 32 264 2 169 10
internal_value=0 -4.26751e-05 -9.54605e-05 -5.0818e-05 -9.79233e-06 0.000667936 -0.000222301 0.0017353 -0.00019708 -0.0001268 -4.18571e-05 -0.00165508 7.37585e-05 0.000175932 -0.000170117 0.000754863 0.000980711 0.000150001 0.00125311 1.28829e-06 -0.000172559 0.000960143 -6.14208e-05 0.00156496 0.000469531 0.00232662 -0.000594859 -0.00076787 -0.000944584 -0.000607189
internal_weight=0 2.15448 2.10463 2.06977 2.04175 0.442067 0.241033 0.201034 1.59968 1.5602 1.49661 0.100085 1.39653 1.32231 0.827613 0.494696 0.46705 0.692547 0.421979 0.659779 0.615998 0.16729 0.1011 0.369739 0.131715 0.166513 0.448709 0.424501 0.406204 0.344903
internal_count=3121 3043 2897 2869 2752 371 160 211 2381 2294 2234 697 1537 1191 716 475 465 600 316 568 547 96 74 270 124 206 451 445 443 274
is_linear=0
shrinkage=0.00312586


Tree=592
num_leaves=31
num_cat=0
split_feature=4 403 151 11 52 52 52 1456 133 1213 13 132 124 0 0 0 42 3 1 0 16 457 2 148 133 159 16 453 474 41
split_gain=0.0812929 0.0875867 0.0853394 0.0766394 0.0693397 0.0685526 0.0727011 0.0642527 0.063032 0.0582514 0.0595503 0.0625307 0.0726149 0.0704132 0.0920742 0.0880487 0.0874714 0.0680835 0.0643104 0.0834693 0.0566701 0.0501509 0.0500738 0.0495904 0.0505853 0.0506837 0.0481334 0.0466915 0.073967 0.0491821
threshold=0.27287000000000006 -1.0000000180025095e-35 -0.27559499999999998 0.081790000000000015 -0.04127999999999999 0.19022000000000003 0.13796000000000003 0.091180000000000011 -0.25159999999999993 -1.0000000180025095e-35 -0.090639999999999984 0.081465000000000024 -0.043384999999999993 -0.10011499999999998 -0.084044999999999995 -0.083914999999999976 0.10024000000000001 -0.091054999999999983 1.0000000180025095e-35 -0.019414999999999998 0.27776000000000006 -0.0029299999999999994 -0.18970999999999996 1.0000000180025095e-35 -0.030254999999999994 -0.50206999999999991 -0.088704999999999992 1.0000000180025095e-35 -1.0000000180025095e-35 0.08178500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 -2 5 -1 6 8 27 -3 -10 20 12 26 21 -15 -16 17 -17 19 -13 -11 -14 -5 24 -7 -26 -12 28 -4 -30
right_child=2 3 7 22 -6 23 -8 -9 9 10 11 18 13 14 15 16 -18 -19 -20 -21 -22 -23 -24 -25 25 -27 -28 -29 29 -31
leaf_value=-4.6775716513107579e-05 -0.0010108776707303143 -0.00090481182218930855 -0.0011810863235013128 0.00080836463311219678 -0.0011505802988825008 0.00057997234747557522 0.00073750817108130418 -0.0010332940580084274 -0.0011498862056175197 0.00051256927679046624 -0.00060772184220889928 -0.0011528155134730097 -0.00056325051900432536 -0.001114856614622634 0.0011645918217366663 -1.6387639145283646e-05 0.00048724017104960732 -0.00077598645678157024 0.0011619154614499686 0.0011617260056355858 -0.00037077733039742402 0.00015042241724074439 -0.0011532369931910413 0.0011574055484758676 0.0003767393454931964 -0.0010830177807790824 0.00097836465433446098 -0.00063717341335755196 0.0010145152067834984 0.00013908153680238173
leaf_weight=0.12655421730596572 0.056221242062747478 0.1046389636576367 0.026629596948623657 0.019887808011844754 0.18472059509440431 0.036582570166501682 0.17256767909566395 0.034849035844672471 0.056907127758679343 0.49710381450495544 0.031836525377002545 0.048843038433915353 0.15237981278914958 0.18399984507050493 0.05662916934307094 0.24793332480476482 0.14637681530621194 0.41862896849850806 0.10734747817332391 0.035509205656126031 0.11872943217167631 0.88219643805860204 0.1257899081429058 0.020765341818332672 0.036845487527898513 0.21189291709197267 0.12202269410409261 0.038506822835188359 0.33021737441413268 0.11389480420621112
leaf_count=84 15 138 1 5 651 32 28 11 171 155 13 54 23 316 4 105 58 296 32 5 11 122 117 3 32 238 76 8 279 38
internal_value=0 -0.000115769 0.000336524 -6.82069e-05 -0.000701809 -3.5941e-05 1.11534e-05 0.00047575 -2.78819e-05 1.65706e-06 2.31459e-05 -5.76051e-05 -0.000111448 -0.000167566 -0.000376602 -0.000220389 -0.000316866 -0.000493447 0.000572112 -0.000178478 0.000342265 4.53075e-05 -0.000885441 -0.000556548 -0.000681288 -0.000866785 0.000650172 0.000579017 0.000678502 0.000790006
internal_weight=0 4.14669 0.600319 3.83541 0.311275 3.68974 3.38365 0.544098 3.21108 3.10644 3.04954 2.4337 2.242 2.08814 1.05357 0.869568 0.812939 0.666562 0.1917 0.0843522 0.615833 1.03458 0.145678 0.306086 0.285321 0.248738 0.153859 0.509249 0.470742 0.444112
internal_count=3121 2769 352 2034 735 1912 1607 337 1579 1441 1270 1104 1013 924 779 463 459 401 91 59 166 145 122 305 302 270 89 326 318 317
is_linear=0
shrinkage=0.00114875


Tree=593
num_leaves=31
num_cat=0
split_feature=4 403 11 151 52 52 52 1213 132 14 157 159 2 1374 52 0 4 16 0 0 13 150 151 52 0 16 16 1 1374 52
split_gain=0.107332 0.106388 0.110246 0.104326 0.0923396 0.0910682 0.0904873 0.0759474 0.0757909 0.069596 0.0689709 0.0674167 0.0791879 0.0704819 0.072886 0.0850987 0.0880656 0.0911303 0.0821515 0.223769 0.114295 0.0935796 0.0699404 0.0764651 0.0605767 0.0822701 0.0971177 0.107453 0.100005 0.0843703
threshold=0.27287000000000006 -1.0000000180025095e-35 0.081790000000000015 -0.27559499999999998 -0.04127999999999999 0.19022000000000003 0.13796000000000003 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.46885499999999997 0.087580000000000005 0.10275500000000001 0.11510000000000002 0.10637000000000001 0.11434500000000002 -0.019414999999999998 -0.49013999999999996 0.38525000000000004 -0.10011499999999998 -0.084269999999999984 -0.0034749999999999994 0.093625000000000014 -1.0000000180025095e-35 0.08976000000000002 -0.10224499999999999 -0.014754999999999999 -0.062804999999999986 0.077565000000000009 -0.094929999999999987 -0.087284999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 5 -2 -1 6 7 -3 -9 -5 11 13 -13 14 15 18 17 -17 24 -20 21 -21 -22 -24 25 26 27 -10 -29 -27
right_child=3 2 -4 9 -6 -7 -8 8 10 -11 -12 12 -14 -15 -16 16 -18 -19 19 20 22 -23 23 -25 -26 29 -28 28 -30 -31
leaf_value=-7.0797524553966185e-06 -0.0011748821232979241 -0.0012952740741029602 -0.0010814104527707932 -0.0002668969115660636 -0.0012964636950476831 -0.00064935983150807698 0.00086524396474740894 -0.0013041320267094634 -0.00095839559704802779 0.00079869519096706452 -0.0010692946402142947 -0.0012891096987001937 0.0005603004119879596 -0.0012180107939137167 -0.00097862046026197863 -0.0007839003656776078 0.0010368790137409841 0.00090882853168101343 -0.0012741679593824388 0.00070293874765046461 0.00062950580741256664 -0.0011000673822472795 -0.001282907567593652 0.00025293707941058445 0.00099945944278061541 -1.9000649114167481e-05 -0.00085977045348086727 -0.00043784065993411148 0.00060431252158086571 0.0012521415180634459
leaf_weight=0.15353472254719236 0.063004781550262123 0.077807280735214923 0.17801109558786254 0.13013227715418907 0.23559192759239511 0.37899779243889486 0.19865522313921236 0.073573698537075738 0.12479834290570557 0.48445554326463014 0.094456659171555546 0.12541449037053087 0.056071143211738672 0.067434786280500592 0.098478596824861486 0.11897188246803125 0.33020477366517287 0.096322847093688324 0.25676951204695975 0.43732479701066351 0.073321648123965133 0.054141298853210174 0.1744659902069492 0.078737071715295315 0.15875334551674525 0.15452251322858501 0.18901203492714558 0.20851529459468987 0.59054367383942041 0.20114164502592746
leaf_count=84 15 188 122 44 651 305 28 86 28 293 74 132 39 21 16 34 68 14 309 203 17 40 82 11 13 37 35 16 76 40
internal_value=0 -0.000138218 -8.32328e-05 0.000410538 -0.000787721 -4.30179e-05 1.38717e-05 -3.01635e-05 -4.0047e-06 0.000573068 2.19223e-05 5.05939e-05 -0.000717723 9.14435e-05 0.000117834 0.000151083 0.000617161 -2.65736e-05 5.69889e-05 -0.000220576 0.00011015 0.000504314 -0.000483124 -0.000805315 0.00024031 0.000158243 -1.48595e-05 0.000158001 0.000332362 0.000699879
internal_weight=0 4.98557 4.59645 0.677593 0.389127 4.41844 4.03944 3.84078 3.76298 0.614588 3.6894 3.59495 0.181486 3.41346 3.34603 3.24755 0.5455 0.215295 2.70205 1.07476 0.817991 0.491466 0.326525 0.253203 1.62729 1.46853 1.11287 0.923857 0.799059 0.355664
internal_count=3121 2769 2034 352 735 1912 1607 1579 1391 337 1305 1231 171 1060 1039 1023 116 48 907 662 353 243 110 93 245 232 155 120 92 77
is_linear=0
shrinkage=0.00129368


Tree=594
num_leaves=31
num_cat=0
split_feature=39 42 147 123 133 1348 1456 52 1 12 51 48 12 474 48 2 1 4 484 8 393 51 48 1374 12 2 2 12 160 403
split_gain=0.0214646 0.0262132 0.0228758 0.0253791 0.0468756 0.0272209 0.0252507 0.0223012 0.0242393 0.026209 0.024941 0.0232606 0.0266387 0.0358087 0.0330063 0.0411144 0.026713 0.0269651 0.0231594 0.0230085 0.0233408 0.0209532 0.0354768 0.0252115 0.0307987 0.0464992 0.0386182 0.0311369 0.0310083 0.0287434
threshold=0.16946000000000003 -0.26584999999999998 -1.0000000180025095e-35 1.0000000180025095e-35 -1.0000000180025095e-35 0.084895000000000012 0.075120000000000006 0.19022000000000003 0.10538500000000002 -1.0000000180025095e-35 -0.10748999999999999 -0.084964999999999985 0.11650500000000001 -0.14697499999999997 0.12879500000000002 0.10527500000000002 0.11588000000000001 0.09173000000000002 -0.0068949999999999992 -0.057044999999999992 0.091220000000000009 0.08955500000000001 0.092475000000000016 -0.094929999999999987 0.084100000000000022 0.088225000000000012 0.093175000000000022 0.088305000000000008 0.083670000000000008 0.07955000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 5 -5 6 7 8 9 -4 -11 -10 13 -13 15 16 -15 -18 -12 -20 21 23 -23 -21 26 27 -25 -26 29 -27
right_child=-2 2 3 4 -6 -7 -8 -9 11 10 18 12 -14 14 -16 -17 17 -19 19 20 -22 22 -24 24 25 28 -28 -29 -30 -31
leaf_value=-0.0033977704000931583 0.0034007468508792027 -0.0033968362584831887 -0.0023978487237788105 -0.0021126820166928232 0.002337683903553588 0.0025460360770101888 -0.0033882374367365264 -0.0015660942492780555 -0.0022588473086110226 -0.0033872600685195538 -0.0028405991221742435 -0.0034214023380693052 -0.0014967812307167354 -0.0010984540945940386 -0.00049825369812995385 0.0029567496230271549 -0.0015102021646106029 0.0027503182421628422 -0.0034256942991892211 -0.0033979324904003455 -0.0033943083133785505 -0.0032592026692544059 0.0011605873760987663 0.0017608955023712743 -0.0033905991696936799 -0.00059339708121190966 -0.00065608842753101535 -0.00048725390828360457 0.0022798511297397236 0.0018877653117470661
leaf_weight=0.0273857842739752 0.020139469244895625 0.023344782672212516 0.065164804869710546 0.035301890835398808 0.11655789780343173 0.042455673548829398 0.027905138370215243 0.11849313519496707 0.031487050971918507 0.027314509318331459 0.034602520863928787 0.019853968213283224 0.054186068475246429 0.066732470906572305 0.097136343538295478 0.16132696220120124 0.022488179041829426 0.069770276897088479 0.022365964949132677 0.021129933749763241 0.022165966242027824 0.051688912002646248 0.034782074289978482 0.27206553717541482 0.067753441445347562 0.22917274488918338 0.10484588627878111 0.11251271331229873 0.08706822287877003 0.069712384475678846
leaf_count=18 23 20 64 30 231 51 236 300 14 155 169 12 21 36 31 184 37 51 2 35 83 89 9 139 328 307 35 287 58 66
internal_value=0 -0.000108749 -6.60487e-05 -2.8774e-05 0.00130314 -0.000133347 -0.00019348 -0.000145648 -4.92118e-05 -0.00031003 -0.000192458 0.00056039 0.000741002 0.00101828 0.00122943 0.00175335 0.000532271 0.00171181 -0.000115224 -2.91214e-05 4.16846e-05 0.000114169 -0.00148139 0.000257252 0.000339143 -0.000159716 0.00108856 -0.00157848 0.000502944 -1.46873e-05
internal_weight=0 2.13677 2.10939 2.08604 0.15186 1.93418 1.89173 1.86382 1.74533 1.22235 1.15718 0.522981 0.491494 0.437308 0.417454 0.320318 0.158991 0.0922585 1.12987 1.09526 1.0729 1.05073 0.086471 0.964261 0.943131 0.56622 0.376911 0.180266 0.385953 0.298885
internal_count=3121 3098 3080 3060 261 2799 2748 2512 2212 1826 1762 386 372 351 339 308 124 88 1607 1438 1436 1353 98 1255 1220 1046 174 615 431 373
is_linear=0
shrinkage=0.00338353


Tree=595
num_leaves=31
num_cat=0
split_feature=3 457 39 3 15 11 1213 4 51 4 1 376 49 4 1447 3 16 15 12 131 403 1 43 4 3 13 1373 1 3 3
split_gain=0.11183 0.078532 0.0993684 0.101683 0.0915794 0.103103 0.0862311 0.0851722 0.0809022 0.0714533 0.0689211 0.0805981 0.0678471 0.0700842 0.0628047 0.061615 0.0751922 0.10172 0.0692838 0.102355 0.0668413 0.093191 0.0780993 0.100175 0.0753815 0.0603954 0.0600306 0.0796365 0.103946 0.117282
threshold=0.30112000000000005 0.080930000000000016 0.0046100000000000004 -0.10519499999999998 0.079055000000000014 0.081790000000000015 -1.0000000180025095e-35 0.50996500000000011 -0.40274499999999996 -0.49013999999999996 0.11374000000000002 0.048375000000000008 -0.014169999999999999 -0.0035949999999999997 -1.0000000180025095e-35 0.084940000000000015 0.22339500000000004 -0.0088349999999999974 0.092255000000000018 0.10033500000000002 0.092070000000000013 0.095285000000000022 -0.083134999999999987 0.053180000000000012 -0.084074999999999997 0.15641500000000003 -1.0000000180025095e-35 0.093575000000000019 0.090900000000000009 -0.080634999999999984
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 9 -5 -7 -4 -1 11 -10 13 -8 -14 18 17 -17 20 -20 21 22 24 -24 25 -16 -3 28 29 -28
right_child=-2 26 8 6 -6 7 12 -9 10 -11 -12 -13 14 -15 15 16 -18 -19 19 -21 -22 -23 23 -25 -26 -27 27 -29 -30 -31
leaf_value=-0.00019397458874756656 0.0008407076638730209 -0.00070662963712904685 -0.0012577104907553233 -0.0012468863070169835 -0.00071822279335016336 -0.00066248269776059403 -0.001255351204443558 0.0012496546010978204 -0.00037572714984903034 0.00085154158405413669 0.0010036640051607822 0.00099948162563313707 -0.0012488468817689808 -0.0003336797386150962 -0.0012508882272753055 -9.0260826884264395e-05 -0.00054832246145713039 0.0010230815259830177 -0.0011749831219290329 0.00029565124778890611 0.00064051165716420648 0.00053658883365695408 -0.0011076705102359024 4.3777133763860947e-05 0.00099201720208359008 0.0012684897990351905 0.00026815486734990234 0.00090492703699429622 0.0010002086750019192 -0.0011877504851363135
leaf_weight=0.13481150795996655 0.19922124602817337 0.092847947671543807 0.046289347483252641 0.16140836343947818 0.17395410177778103 0.22409082843660144 0.21629003137422842 0.042914881661999971 0.20093111294409016 0.40378079076617712 0.21079877842203132 0.098046137100027408 0.087201956319406082 0.31095139247190795 0.061321658089582343 0.30857947948970832 0.18844521304708906 0.21548550008446898 0.27392861745647668 0.099843416846852051 0.1404023915893049 0.17187943786848336 0.35092216420889244 0.17511861901220982 0.093997997180851334 0.019355561584234238 0.22503188820701325 0.2635208573192358 0.13283095005317591 0.13802033732645203
leaf_count=21 132 18 13 440 108 123 88 12 80 95 138 50 199 69 125 57 48 27 419 74 34 35 402 39 48 1 78 104 11 33
internal_value=0 -0.000108378 -0.000175144 -0.000246031 9.99649e-05 0.000276637 -0.000363911 -0.000355152 0.000316244 0.000589845 0.000459165 7.52567e-05 -0.000311393 -0.000711777 -0.000214845 -0.000171894 0.0001253 0.000367524 -0.00032459 -0.000782142 -0.000155764 -0.000283886 -0.000485142 -0.000724354 0.000235256 -0.000646455 0.000237167 0.00035256 5.90227e-05 -0.000285332
internal_weight=0 5.263 4.41075 3.85468 0.979552 0.805598 2.87513 0.267006 0.556065 0.538592 0.509776 0.298977 2.71372 0.527241 2.18648 2.09928 0.71251 0.524065 1.38677 0.373772 1.013 0.872595 0.700716 0.526041 0.174675 0.0806772 0.852252 0.759404 0.495883 0.363052
internal_count=3121 2989 2745 2464 359 251 2105 135 281 116 268 130 1665 157 1508 1309 132 84 1177 493 684 650 615 441 174 126 244 226 122 111
is_linear=0
shrinkage=0.00124344


Tree=596
num_leaves=31
num_cat=0
split_feature=4 151 403 11 484 1213 1456 1456 480 156 452 1 15 0 15 150 9 133 48 4 15 4 2 151 453 14 2 12 3 12
split_gain=0.153135 0.154065 0.15118 0.149836 0.124286 0.11418 0.101559 0.101295 0.0996755 0.0958202 0.0917696 0.0832117 0.144243 0.185933 0.161901 0.141793 0.104517 0.101054 0.0970512 0.115562 0.160545 0.0855166 0.0757362 0.0747928 0.0707351 0.0694796 0.0673809 0.0877022 0.10232 0.0858652
threshold=0.27287000000000006 -0.27559499999999998 -1.0000000180025095e-35 0.081790000000000015 0.073690000000000019 -1.0000000180025095e-35 0.091180000000000011 -1.0000000180025095e-35 0.084710000000000021 0.10499000000000001 0.085195000000000007 0.094385000000000011 -0.0063699999999999989 0.024095000000000002 -0.090644999999999989 0.083095000000000016 0.091600000000000015 0.048520000000000008 -0.084044999999999995 0.033845000000000007 0.040760000000000005 -0.49013999999999996 0.090790000000000023 -0.086379999999999985 1.0000000180025095e-35 -0.46885499999999997 -0.0091949999999999983 0.092355000000000007 0.10732000000000001 0.09857500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 4 5 23 -4 24 10 9 11 -7 12 13 14 15 16 -9 18 -13 20 22 -14 -20 -1 25 -3 -23 -28 29 -29
right_child=1 6 3 -5 -6 7 -8 8 -10 -11 -12 17 21 -15 -16 -17 -18 -19 19 -21 -22 26 -24 -25 -26 -27 27 28 -30 -31
leaf_value=0.00086472095782913559 -0.0011669678067953932 5.1818822608494442e-05 -0.0012707425201702028 -0.0010538989860221588 0.0003072821256995902 -0.0012746336373581414 -0.0011223168417368633 -0.0010883489961588345 -0.001272351805459163 -0.0010943429558426037 0.0013027133580832124 -0.00098675425709001492 -0.00042544124631048393 0.0012894656088542403 -0.0011413951440896429 0.00035444573130096455 0.00056686789205996906 0.001244536923433506 0.00012035139206109821 -7.2862487075403876e-05 -0.00057741780055780526 -0.00076805390159046742 0.0011298167007748458 -0.0012719111999660436 -0.00062478834017011466 0.00098016845618528747 0.00048993213946502416 -0.0012840793414135878 0.0007357427791778601 9.7321956946758419e-05
leaf_weight=0.028315397372352891 0.091279061860404909 0.1654224636949948 0.11862447408202559 0.24392709218955122 0.128210504699382 0.16384982107774693 0.053940180689096451 0.29030482354573894 0.094652766645594855 0.11708529344468832 0.025710245594382286 0.10556568502215657 0.34608931871480342 0.098580743186175712 0.43393033976462936 0.39679623860865831 0.07781547773629427 0.16025552047358349 0.15817517516552448 0.7957800688163843 0.14883080925210379 0.096367383230245074 0.48968012920522597 0.38052748445261375 0.062392235267907381 0.60026538248348504 1.2633811577979934 0.14648058703460254 0.13494201563298702 0.14308636888745241
leaf_count=7 15 36 194 122 46 245 11 146 164 78 1 13 39 10 328 32 3 83 44 68 38 21 113 682 8 282 208 42 7 35
internal_value=0 0.000401617 -0.000137354 -8.01054e-05 -0.00078226 -3.91934e-05 0.000563948 -1.35063e-05 1.79236e-05 4.05268e-05 -0.000925065 6.56639e-05 -5.15023e-05 -0.000384891 -0.000522573 -0.000171521 -0.000738459 0.000281787 0.000190926 0.000268995 0.000610464 0.000151539 0.000883354 -0.00112393 0.000673789 0.000779604 0.000263455 0.000322347 -0.000176403 -0.000601475
internal_weight=0 0.973299 6.58696 6.04991 0.537053 5.80598 0.88202 5.68736 5.4978 5.40315 0.18956 5.28606 3.42777 1.29743 1.19885 0.764917 0.36812 1.85829 1.69803 1.59247 0.796686 2.13035 0.647855 0.408843 0.82808 0.765688 1.78426 1.68789 0.424509 0.289567
internal_count=3121 352 2769 2034 735 1912 337 1718 1472 1308 246 1230 871 519 509 181 149 359 276 263 195 352 157 689 326 318 313 292 84 77
is_linear=0
shrinkage=0.00126831


Tree=597
num_leaves=31
num_cat=0
split_feature=41 156 4 150 474 51 32 1213 403 11 1374 150 160 133 151 1456 42 156 38 39 3 1429 150 48 160 133 13 13 48 43
split_gain=0.0207078 0.0209447 0.0217867 0.0262766 0.0314095 0.0260533 0.0325025 0.0251784 0.0240223 0.0247139 0.0254517 0.0241839 0.0350692 0.0392622 0.0382135 0.0318743 0.027301 0.0267166 0.0240931 0.0246274 0.0241816 0.0257296 0.0281711 0.0228574 0.0465547 0.0263612 0.0265075 0.0312473 0.0243853 0.0242173
threshold=0.088520000000000015 -1.0000000180025095e-35 0.27287000000000006 -1.0000000180025095e-35 -1.0000000180025095e-35 0.11144500000000002 0.11003500000000001 -0.082704999999999987 -0.092474999999999988 0.081790000000000015 0.093235000000000012 -0.22665999999999997 -0.091944999999999985 -0.030254999999999994 -0.098364999999999994 -1.0000000180025095e-35 -0.11466499999999999 0.091255000000000017 1.0000000180025095e-35 0.089130000000000015 0.30112000000000005 0.084545000000000009 -1.0000000180025095e-35 0.095425000000000024 0.10648000000000001 -0.25159999999999993 -0.53104499999999988 -0.47860499999999995 0.12737000000000001 -0.074359999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 7 -4 -5 6 -6 -3 -9 10 11 -10 13 -13 -15 -14 -17 18 19 20 21 22 -18 24 25 -24 -27 -28 -25 -29
right_child=-2 2 3 4 5 -7 -8 8 9 -11 -12 12 15 14 -16 16 17 -19 -20 -21 -22 -23 23 28 -26 26 27 29 -30 -31
leaf_value=-0.0033198224961944103 -0.0021186239207799033 -0.0033200341484876687 -0.0014597333346737847 -0.0033602780165194425 0.0029669525759040351 -0.00068990448740884004 -0.0033497756211440161 -0.0025451818120463677 0.0026037141343073699 -0.0023340141277916515 -0.0027868291436610061 0.0017352707422573386 -0.0033256072007802756 0.0029815794222326762 -0.0032681179586417724 -0.0020462373885165187 -0.002610284774043218 -0.0016425075440448559 -0.0018907997740353947 0.0030634653226277973 0.0033229326578055616 0.0025267365311725685 -0.0033263289665046978 0.0024643661731740575 -0.0033294564968233439 -0.003352075252871115 0.0033412408104421267 0.0010132708272409452 -0.00014003729569348671 -0.00010617188071302666
leaf_weight=0.02097430782100751 0.053115201959371805 0.026448890953817084 0.039933663836563937 0.013543095294153318 0.12898159585847668 0.034596248291563825 0.0096328258514404297 0.041833152188702427 0.042044680434629611 0.048662876267371646 0.033823445421148679 0.03063715520875121 0.027724768797953714 0.012192754868010525 0.091976771929012435 0.054271976583095571 0.03606738613598337 0.070455952362863061 0.046686779562150948 0.04103607158322109 0.031525281556241569 0.058671434705502068 0.021312994797426765 0.10614773914994657 0.040032858473523447 0.020223100669681249 0.040359062608330665 0.36219730734182953 0.063061939137696754 0.51501986402808608
leaf_count=162 84 289 26 3 281 13 1 327 13 89 36 34 154 9 255 78 42 143 31 57 48 53 91 69 76 2 7 262 19 367
internal_value=0 -2.14866e-05 1.16283e-05 0.00098261 0.00150486 0.00188526 0.00252798 -0.000106557 -6.02633e-05 -2.32336e-06 6.26831e-05 0.000118992 5.64202e-05 -0.00156575 -0.00253661 0.000198901 0.00026374 0.000350033 0.00045159 0.000533467 0.000453272 0.000381649 0.000277155 0.000366291 0.000175352 0.00032164 0.000404546 0.000487341 0.00149374 0.000356039
internal_weight=0 2.11008 2.0891 0.226687 0.186754 0.173211 0.138614 1.86241 1.83597 1.79413 1.74547 1.71165 1.6696 0.134807 0.10417 1.53479 1.50707 1.4528 1.38234 1.33566 1.29462 1.26309 1.20442 1.16835 0.999145 0.959112 0.937799 0.917576 0.16921 0.877217
internal_count=3121 3037 2875 324 298 295 282 2551 2262 1935 1846 1810 1797 298 264 1499 1345 1267 1124 1093 1036 988 935 893 805 729 638 636 88 629
is_linear=0
shrinkage=0.00331719


Tree=598
num_leaves=31
num_cat=0
split_feature=39 47 1 1374 484 0 52 160 15 4 1 48 47 483 15 47 47 15 15 43 51 151 15 150 150 13 13 1213 9 12
split_gain=0.0198332 0.023953 0.0206866 0.0359567 0.03463 0.0397562 0.0299462 0.0285865 0.0278875 0.0417756 0.0350282 0.0339143 0.0298662 0.02689 0.0264026 0.0297265 0.0311996 0.0377523 0.0443022 0.0320051 0.0302839 0.0262126 0.032293 0.0262074 0.0334247 0.0255377 0.027435 0.0255119 0.0248981 0.0277204
threshold=0.16946000000000003 0.14808500000000002 0.094385000000000011 -0.094929999999999987 -0.0068949999999999992 -0.23091999999999999 -0.43320999999999993 -0.40698999999999991 0.035560000000000008 0.033845000000000007 0.11146500000000002 0.11951500000000001 0.13206500000000002 0.08833000000000002 -0.11713499999999999 0.09550500000000002 0.087885000000000019 -0.094549999999999981 -0.0063699999999999989 -0.27207999999999993 0.087505000000000013 0.08357500000000001 0.091915000000000011 0.083095000000000016 -0.15178999999999995 -0.53104499999999988 -0.42195999999999995 0.04198000000000001 0.084755000000000011 0.092200000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -5 -6 -4 -8 9 13 -10 12 -11 -9 -7 16 17 23 19 -19 21 22 25 24 -16 -20 -27 28 29 -28
right_child=-2 -3 6 4 5 14 7 8 10 11 -12 -13 -14 -15 15 -17 -18 18 20 -21 -22 -23 -24 -25 -26 26 27 -29 -30 -31
leaf_value=-0.0039189577473294724 0.0039059236892199189 -0.0036925179819526466 -0.0038923958185699248 -0.0038952454755495844 0.003448905007346883 -0.0033595059341592717 -0.0032886997207916798 0.00278224449636654 -0.0032405996352689397 0.0011538287883141121 0.00088316160455587144 -0.002043946560593216 -0.0029118344639119248 -0.0013976993254567205 0.0039151444907623255 0.0025028811161039821 -0.0039191230713665004 0.0021568815568358208 -0.00334378540147675 -0.002972668596799065 -0.0038965545645998252 0.0031746948796742241 -0.0024663679245208394 0.0037356269489371512 -0.0038930684648247446 0.0035285285816030651 0.0010316631629879172 -0.0038929398232829533 -0.0038952791589563973 -0.0015335999213157211
leaf_weight=0.042128154056628175 0.01868298725275952 0.02791403600713227 0.023780132632055029 0.03837287868759709 0.044757239611499799 0.040713498970945339 0.028514800189441303 0.20729316164033651 0.057388127746435202 0.30810790514669861 0.067965567395731341 0.07837379247212084 0.0299463618430309 0.026185168735537445 0.014450049959123135 0.059318634857845609 0.035277842852337926 0.021172968185055652 0.028071966313291674 0.13899188641971738 0.029284428200753609 0.040434181224554777 0.07394263765309006 0.058601357257430209 0.019399593169510232 0.04063679440878365 0.36697394887482537 0.02192218947220681 0.019545726019714493 0.07698091672227747
leaf_count=38 23 13 119 397 19 114 33 211 76 362 35 44 10 17 2 50 14 19 8 382 98 6 260 14 69 8 440 127 18 95
internal_value=0 -0.000116605 -6.76394e-05 -0.000391299 -0.000264153 -0.0001409 0.000405977 0.000533147 0.000673718 0.000997458 -0.00100474 0.00025962 0.000793674 0.00231345 -0.000288884 -0.000169253 -0.000330062 -0.000196841 -0.00045112 -0.00229457 -2.79922e-05 0.000141473 -5.38002e-05 0.00216291 -0.000559826 0.00026813 0.000460871 0.000204065 0.000397841 0.000586851
internal_weight=0 2.06645 2.03853 1.21098 1.16885 1.13048 0.827555 0.803775 0.77526 0.649906 0.125354 0.416428 0.338054 0.233478 1.08572 1.04501 0.985686 0.950409 0.857958 0.160165 0.697793 0.668508 0.628074 0.092451 0.0338496 0.554132 0.52606 0.485423 0.463501 0.443955
internal_count=3121 3098 3085 2178 2140 1743 907 788 755 644 111 416 372 228 1724 1610 1560 1546 1461 401 1060 962 956 85 71 696 688 680 553 535
is_linear=0
shrinkage=0.00388662


Tree=599
num_leaves=31
num_cat=0
split_feature=128 4 10 33 9 1456 452 41 1 1374 0 0 3 1 15 48 48 4 403 0 2 4 4 1375 15 453 16 4 43 3
split_gain=0.0194537 0.023887 0.0227532 0.0251618 0.0297855 0.0197732 0.0229977 0.019913 0.020853 0.0345489 0.0335578 0.0286946 0.0284098 0.0521663 0.0445311 0.0405353 0.0397388 0.0451831 0.0335835 0.0254041 0.0240836 0.0264112 0.0387296 0.0389756 0.0278828 0.0277552 0.0269582 0.023378 0.0437848 0.0396726
threshold=0.086435000000000012 0.24564500000000003 0.058500000000000003 -0.0066799999999999993 0.088235000000000022 -1.0000000180025095e-35 0.085195000000000007 0.088520000000000015 0.094385000000000011 -0.094929999999999987 -0.23091999999999999 -0.077999999999999986 -0.084074999999999997 0.083135000000000014 -1.0000000180025095e-35 0.083985000000000018 0.085700000000000012 0.018150000000000003 -1.0000000180025095e-35 -0.17169499999999996 0.14445500000000003 -0.033174999999999989 0.033845000000000007 -1.0000000180025095e-35 0.040760000000000005 1.0000000180025095e-35 -0.48836499999999994 -0.49405499999999997 -0.45785999999999999 -0.088084999999999983
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 -1 5 6 -5 8 9 -7 -11 12 13 -12 15 -14 -17 -18 -16 -20 21 24 -23 -24 -10 26 -25 28 -13 -29
right_child=1 -3 -4 4 -6 7 -8 -9 20 10 11 27 14 -15 18 16 17 -19 19 -21 -22 22 23 25 -26 -27 -28 29 -30 -31
leaf_value=-0.0028205636652633942 -0.0031964909088887617 0.00029663150085528997 0.0026570719058800437 -0.0031938905748127282 0.0026864371179275461 -0.0032123819867638016 0.0032102312501713888 -0.002071411832040829 0.0003966081996902027 0.0026629388369974103 -0.0031935069730511323 0.0021908636029748796 -0.0032012738963671013 0.0013391769901750536 -0.0031913405717572067 0.0023976254668867294 -0.0032008582128365344 0.0018266246314227936 -0.0032049977033209807 0.0012868835876556476 0.0029211071900783095 0.002103442223727972 -0.002741742950971314 0.0027528085233355024 -0.0025041666319192846 -0.0021379656699959892 0.00034190236324169919 0.0019852337503311777 -0.0020730766559760375 -0.00046979264588472864
leaf_weight=0.032617800021398913 0.043592969757128119 0.036617617039155448 0.032232951522018882 0.03635878257091496 0.041156690174830035 0.038147606179336546 0.0067603047937154761 0.046153701706316386 0.074611112312595651 0.042166989197539251 0.097415131484239637 0.035172503325156868 0.078545192044429668 0.035116637403916684 0.021324966022348235 0.038836260780954035 0.05436009925892904 0.027298333405724406 0.013663740450283512 0.20232529837903768 0.038821267152343353 0.13907005994133204 0.04251247679349035 0.058985275000395632 0.061413128352796775 0.036065336887986632 0.23495910786596141 0.15609439242689405 0.080544325040136755 0.11712178908942439
leaf_count=21 191 16 70 269 23 38 1 75 136 17 474 8 233 57 147 9 103 19 4 164 107 123 13 90 74 20 150 86 58 325
internal_value=0 -0.00160182 8.49807e-07 -4.45078e-05 4.30556e-06 -5.65529e-05 -0.00218984 -4.60502e-06 5.07077e-05 -0.000234386 -0.000120781 -0.000243331 -0.000699634 -0.00199249 -0.00030696 -0.00141914 -0.000257442 -0.00152018 0.000625844 0.00100272 0.000481869 0.000335649 0.000667659 0.000131653 -0.000913053 0.000501809 0.000825694 0.000424095 -0.000777038 0.000932818
internal_weight=0 0.0802106 1.91985 1.88762 1.855 1.81384 0.0431191 1.77072 1.72457 1.03813 0.999986 0.957819 0.568886 0.132532 0.436354 0.19904 0.120495 0.0816584 0.237314 0.215989 0.686438 0.647616 0.511592 0.372522 0.136024 0.33001 0.293944 0.388933 0.115717 0.273216
internal_count=3121 207 2914 2844 2823 2800 270 2530 2455 1742 1704 1687 1210 531 679 364 131 122 315 168 713 606 396 273 210 260 240 477 66 411
is_linear=0
shrinkage=0.00318838


Tree=600
num_leaves=31
num_cat=0
split_feature=1213 475 0 156 122 123 133 151 1348 15 11 3 2 13 156 457 160 160 133 151 38 1 151 12 2 3 150 12 1 3
split_gain=0.0189771 0.0290455 0.0184583 0.0184357 0.0183216 0.0221866 0.023831 0.022513 0.0227156 0.0203399 0.0207195 0.024369 0.0307791 0.0457908 0.0234607 0.0241891 0.028187 0.0249489 0.0288074 0.0294366 0.028334 0.0245141 0.0324789 0.0267759 0.0241778 0.0238686 0.0328824 0.032421 0.0335028 0.0411383
threshold=-1.0000000180025095e-35 -0.086004999999999984 -0.16360999999999995 -1.0000000180025095e-35 0.10544500000000001 1.0000000180025095e-35 -0.089569999999999983 -0.5145249999999999 0.090205000000000021 -0.47006499999999996 0.081790000000000015 -0.12018999999999998 0.10803500000000001 0.14871000000000004 0.091255000000000017 -0.0029299999999999994 -0.085834999999999981 -0.089974999999999986 -0.22627999999999995 -0.22379999999999997 1.0000000180025095e-35 0.10060500000000001 0.077805000000000013 -1.0000000180025095e-35 0.113445 0.095270000000000007 0.092390000000000014 0.092355000000000007 0.092695000000000013 -0.078934999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -2 5 7 -7 -5 9 -9 11 12 13 -11 15 16 -13 18 -17 -20 21 23 -23 -19 25 26 27 28 29 -25
right_child=3 2 -4 4 -6 6 -8 8 -10 10 -12 14 -14 -15 -16 17 -18 20 19 -21 -22 22 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=0.0036004692173317852 -0.0035933125352535875 0.0036088899934760819 -0.0035946771036872312 -0.0035964624015478262 -0.0033038016019977666 -0.0024093556889033378 0.002075940688654221 0.0035965486776783646 0.0035306251591904311 0.0017633468658244051 -0.0017072635944814711 0.0014653375841254066 0.0032391204620566458 -0.002769646717860016 -0.0021536259753974323 0.0032611450746577461 -0.0026590553514057843 -0.0035972404898943315 0.0036031842649380396 -0.0034206058093225432 -0.0027512989678600045 0.0017228141385687728 -0.0014053667484656108 -0.00013444646051447975 -0.0036052160975842398 0.0016896349618119074 -0.0036128789604724567 -0.0019109710711410907 -0.0023403095690485631 0.0022857156868703815
leaf_weight=0.010297312866896391 0.018239573483242455 0.0050330148078501216 0.051641038257230432 0.022624799808909191 0.020952550432411843 0.017596407924429514 0.11562546682898744 0.019584191166813425 0.023291371642699121 0.082751594328327793 0.09546808139702978 0.028540656441464307 0.064318738823203603 0.044011520883941557 0.071673882400773326 0.012699438586423639 0.084953310426953421 0.025575499625118403 0.0087209336488740519 0.065255699060115968 0.038563402548788761 0.26396509038204385 0.051070884703221964 0.20576749316569332 0.021442995468987647 0.12361546213833208 0.031633008726203116 0.081180073075074688 0.045355420576925098 0.16172127546315629
leaf_count=4 162 1 486 47 8 16 242 64 30 70 132 64 25 28 177 17 135 34 5 222 32 191 13 433 65 34 30 278 16 60
internal_value=0 -0.00194701 -0.00295495 -1.3002e-06 3.45413e-05 7.32499e-05 0.00148351 -3.89969e-05 9.74877e-06 -4.06276e-05 -8.49177e-05 1.74624e-05 0.00121602 0.000189514 -0.000155812 -4.12648e-05 -0.00162188 0.000116571 -0.00173492 -0.00259259 0.000269425 0.000384609 0.0012157 8.58343e-06 0.000146079 0.00026997 -6.3883e-05 0.000163364 0.000571253 0.000930598
internal_weight=0 0.0669714 0.0566741 1.8462 1.82796 1.80701 0.133222 1.67378 1.65116 1.62787 1.60828 1.51282 0.191082 0.126763 1.32173 1.25006 0.113494 1.13657 0.0866761 0.0739766 1.04989 1.01133 0.315036 0.696291 0.670716 0.649273 0.525657 0.494024 0.412844 0.367489
internal_count=3121 491 487 2630 2468 2460 258 2202 2155 2125 2061 1929 123 98 1806 1629 199 1430 244 227 1186 1154 204 950 916 851 817 787 509 493
is_linear=0
shrinkage=0.00359063


Tree=601
num_leaves=31
num_cat=0
split_feature=9 139 1374 2 52 1375 147 0 128 43 9 1212 0 13 474 12 3 13 16 16 0 15 1 1 1 151 0 51 159 13
split_gain=0.0185722 0.017992 0.0197941 0.0223557 0.0300626 0.0235558 0.023332 0.0223849 0.0240752 0.0316539 0.0374809 0.0326366 0.0312732 0.0256373 0.0215869 0.0212238 0.0285628 0.0306117 0.0256799 0.0486461 0.0314689 0.0215656 0.0295838 0.0361278 0.0253993 0.0249005 0.0213777 0.0261601 0.0253692 0.0210449
threshold=-0.036024999999999995 -1.0000000180025095e-35 0.10637000000000001 0.088225000000000012 0.19022000000000003 -1.0000000180025095e-35 1.0000000180025095e-35 -0.10607499999999999 0.086435000000000012 -0.074359999999999996 0.091600000000000015 -0.47386499999999993 -0.08824499999999999 0.086705000000000018 0.087035000000000015 0.092355000000000007 0.10732000000000001 0.10591500000000001 0.15891500000000003 0.23311500000000004 -0.076899999999999982 -0.0058549999999999991 0.085110000000000005 0.11103500000000001 0.093575000000000019 -0.50641499999999995 -0.20211999999999997 -0.076794999999999988 -1.0000000180025095e-35 0.17001000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 5 15 -3 -6 -7 9 12 11 -11 -9 -13 29 18 17 -17 20 -20 21 22 25 24 -24 -5 -25 -28 -29 -14
right_child=1 2 -4 4 6 7 -8 8 -10 10 -12 13 14 -15 -16 16 -18 -19 19 -21 -22 -23 23 26 -26 -27 27 28 -30 -31
leaf_value=0.0033986896719985717 0.0033909010808548133 -0.0033918563754319598 -0.003151740248264155 0.0025319227308834304 -0.002641472554675253 0.00049883038929421017 0.0033944085858180761 -0.0033878482920645047 -0.0033976395509643749 0.0023137153372668499 0.00093035786487161696 -0.003274545493822036 0.00179460068822309 0.0026228171246701717 -0.0033883515013604618 -0.0026273591911135032 0.0010952148841919121 0.00082882368491107937 -0.0031789410660942492 0.00095996443619633122 0.0021459379430227707 0.001609521589131097 9.9127134367877246e-05 -0.0028984938402935711 0.0025298007874478569 -0.0028908000758957339 -0.0032679372362122809 -0.0033710299009005571 0.0025466091062177113 -0.0011522524514253043
leaf_weight=0.0175787966995814 0.016786090956884103 0.032211540128628258 0.024454241782223218 0.011682368902256712 0.062009033797494229 0.20463312772972131 0.0083149580750614405 0.022706730677782616 0.038852829648249099 0.01530143703075737 0.052587521198802278 0.13018662029548966 0.12892955169627385 0.0090240944482502528 0.012879954774916769 0.092150766900886083 0.073362125363928499 0.043041516105404298 0.055382120573085558 0.078719805771470419 0.16719058711441936 0.13674945610773648 0.094635874003870413 0.04338089268458134 0.10254743318000692 0.056964297695912491 0.019105457788100466 0.010366033895479632 0.041487275534109358 0.035351280427676102
leaf_count=89 22 66 25 3 201 141 3 133 136 18 29 592 220 4 47 417 20 87 33 135 160 112 22 23 93 172 4 10 71 33
internal_value=0 -9.58793e-05 -0.00012832 -8.67773e-05 0.000212358 -0.000567508 -0.0019278 -0.000427642 -0.000852896 -0.000609952 -0.00153697 -0.00237671 0.000350606 -0.00289226 0.000829764 0.000358939 -0.0006046 -0.00152701 0.000604536 -0.000749343 0.000869929 0.000457221 4.27309e-05 0.000485802 0.00136323 -0.00196795 -0.00102735 0.000116578 0.00136361 0.00116047
internal_weight=0 1.821 1.80421 1.77975 1.09709 0.682665 0.070324 0.650453 0.44582 0.406967 0.2071 0.154512 0.199868 0.139211 0.177161 1.02677 0.208554 0.135192 0.818212 0.134102 0.68411 0.516919 0.38017 0.311523 0.197183 0.0686467 0.11434 0.0709588 0.0518533 0.164281
internal_count=3121 3032 3010 2985 1566 1419 204 1353 1212 1076 643 614 433 596 300 1362 524 504 838 168 670 510 398 223 115 175 108 85 81 253
is_linear=0
shrinkage=0.00338353


Tree=602
num_leaves=31
num_cat=0
split_feature=4 480 158 1211 1456 151 52 14 52 403 148 130 15 43 4 376 43 0 160 43 52 15 1 49 133 1 52 0 50 0
split_gain=0.0723138 0.0693503 0.0676377 0.0616868 0.0610565 0.0692823 0.0600619 0.0864925 0.0725523 0.0907162 0.0752561 0.0574838 0.0859295 0.06788 0.0831564 0.0956469 0.0682743 0.0648438 0.0649831 0.0602298 0.0572509 0.105012 0.0552221 0.0531313 0.0650158 0.0562826 0.0496422 0.0630745 0.0611815 0.102475
threshold=0.27287000000000006 0.084710000000000021 0.085900000000000018 1.0000000180025095e-35 0.091180000000000011 -0.27559499999999998 -0.24164999999999998 0.076175000000000007 -0.081429999999999989 -1.0000000180025095e-35 -0.043434999999999994 -1.0000000180025095e-35 0.088235000000000022 -0.15582499999999996 -0.51843499999999987 0.049360000000000008 -0.08756499999999999 0.041630000000000007 -0.40698999999999991 -0.083134999999999987 -0.088204999999999992 -1.0000000180025095e-35 0.094715000000000008 -0.069799999999999987 -0.17773999999999998 0.090965000000000004 -0.080114999999999978 -0.10096999999999999 0.10030500000000002 -0.076899999999999982
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 6 5 -2 -1 8 20 -10 -11 12 -12 -13 -15 16 -16 18 -18 -20 21 22 -8 25 -25 -21 -26 -28 29 -29
right_child=4 -3 -4 -5 -6 -7 7 -9 9 10 11 13 -14 14 15 -17 17 -19 19 23 -22 -23 -24 24 26 -27 27 28 -30 -31
leaf_value=-0.00050788224980370666 -0.0010412907178344996 -0.0012722126358703659 -0.00082199608117479754 -0.0012712682847145591 -0.0011633976867210796 0.00064348637005792297 -0.0011099719448920884 -0.0011882790154933778 -0.0012244254661611903 0.00097839884029988925 -0.0010938467007225519 0.00067246696455822901 0.00034669758336194282 -0.0012150343603612554 -0.00093191664398167037 0.0012183652998412769 -0.0012743196874143907 0.00077116654405976729 0.00084066493765101876 -0.001281041600556419 0.00096407149932268557 0.00076251060076588083 0.00055937552419914652 -0.0012123397231374804 -0.0011981188508347928 1.6029933998080237e-05 0.00045964419308333431 -0.001273963435286648 0.00060238580115801535 0.00028320847125909632
leaf_weight=0.37268232031056037 0.042888783471425995 0.080546945929199754 0.18994149795798865 0.06499903726762557 0.038114063965622336 0.4645081909620784 0.110901790592834 0.091343293250247259 0.097774170859341036 0.12543497635488465 0.18074718617026864 0.24364546824654443 0.10548397069578641 0.091962011647413244 0.1303427412185586 0.10136328767839575 0.068031241307838886 0.16676433171960514 0.12343237992354517 0.11247445896515573 0.22828268450757727 0.1977723490272183 0.044734726077876985 0.063295640984509904 0.044172298308696512 0.10318348671717104 0.53316243338486125 0.1432460339310655 0.10553517010885116 0.12938718651636127
leaf_count=351 15 218 249 173 11 326 96 52 447 36 72 54 26 15 100 39 100 30 72 21 76 72 23 87 4 23 75 170 37 51
internal_value=0 -0.00010711 -8.34719e-05 -4.63632e-05 0.000384783 0.000501077 -2.49327e-05 2.89157e-05 6.31138e-05 -2.53307e-05 2.02586e-05 -2.88718e-05 -0.000562967 4.19035e-05 -3.82664e-05 2.10509e-05 -4.93854e-05 2.28395e-05 -6.46789e-05 -4.075e-06 0.000468994 0.000149202 -0.00063015 -8.85399e-05 3.25204e-05 -0.000660446 0.000114984 0.00017863 -0.000217559 -0.000534956
internal_weight=0 4.05064 3.9701 3.78015 0.545511 0.507397 3.71516 3.34247 3.25113 2.66944 2.57166 2.44623 0.286231 2.16 1.91635 1.82439 1.72303 1.59268 1.42592 1.35789 0.581692 0.353409 0.155637 1.23446 1.0188 0.215658 0.955503 0.911331 0.378168 0.272633
internal_count=3121 2769 2551 2302 352 341 2129 1778 1726 1459 1012 976 98 878 824 809 770 670 640 540 267 191 119 468 424 44 337 333 258 221
is_linear=0
shrinkage=0.00126831


Tree=603
num_leaves=31
num_cat=0
split_feature=14 3 38 124 38 1365 1456 52 3 4 1 12 12 158 33 32 401 453 1456 1186 1374 0 150 160 133 4 150 133 1 150
split_gain=0.0175506 0.0223271 0.0290891 0.018676 0.0251994 0.0216873 0.0211891 0.02118 0.0226337 0.0271976 0.0198685 0.0192817 0.0172351 0.017196 0.0195787 0.0215262 0.0180435 0.0184674 0.0183838 0.017904 0.0186533 0.0296546 0.0225933 0.0179753 0.0313835 0.0289673 0.0230976 0.0358003 0.0168449 0.0182589
threshold=0.076175000000000007 0.30112000000000005 0.13905500000000001 -0.043384999999999993 0.095410000000000009 1.0000000180025095e-35 0.075120000000000006 -0.23798499999999997 -0.20241999999999996 -0.42529999999999996 0.098700000000000024 0.10345000000000001 0.10388500000000002 0.087355000000000016 -0.0066799999999999993 -1.0000000180025095e-35 0.10076500000000001 0.089960000000000026 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.094929999999999987 -0.23091999999999999 0.12155000000000001 -0.098904999999999979 -0.25159999999999993 -0.52556499999999995 -0.22665999999999997 -0.030254999999999994 0.111945 0.102565
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 4 10 6 7 11 9 -9 -1 -5 -13 14 -10 -16 17 18 -17 -20 22 -22 -21 26 -25 -26 -23 -28 29 -27
right_child=-2 2 -4 5 -6 -7 -8 8 13 -11 -12 12 -14 -15 15 16 -18 -19 19 20 21 23 -24 24 25 28 27 -29 -30 -31
leaf_value=0.00039493119081506688 -0.0021408956146430108 0.0033209968994300644 -0.0033465815405452218 -0.0021042015590003313 -0.0033233353467740584 -0.0033239611731814812 -0.0033217436344300899 -0.00079760008871069719 -0.0026154898691186676 0.0030477227647356972 0.0033230901837225705 0.0033484863421144803 -0.0014427340408310896 -0.0018932925478024657 0.0033907928726721651 -0.0033200848975612055 -0.0033206392808230647 -0.0031471713429514496 -0.0028548599280907574 -0.0033378599519037428 0.002559724574151372 0.0033313735133484366 0.00038971848294648819 -0.0028563765923966772 -0.0033416619719906088 0.00043680902608856558 0.0015498569276990659 -0.0033251084604579376 0.0014978003465527566 -0.0022571399670201831
leaf_weight=0.054982594960165332 0.043544256845962193 0.041641405762675165 0.0087052267044782639 0.096593857365177782 0.012022731272736564 0.023585059235301631 0.022406218659170807 0.031499005162913818 0.03038580997599627 0.056623356818817583 0.047550690210300672 0.015706377445894759 0.017429442130378447 0.054172228170727865 0.021235253661870623 0.016816671726018639 0.017514701670279575 0.019308338398332014 0.021096421828587508 0.034583954238768588 0.062307074189446365 0.010785992490127683 0.037071649436256848 0.032608971974239509 0.021549849167056934 0.66855893618254425 0.02379657949313696 0.054631070817775185 0.16712517451651365 0.028880364778160583
leaf_count=50 101 129 1 267 24 56 222 9 20 50 157 2 49 190 1 140 131 13 129 35 36 3 10 116 8 802 30 171 113 56
internal_value=0 -8.90826e-06 0.00216813 -7.33514e-05 0.00122014 -0.000166763 -0.000119113 -7.25248e-05 4.54416e-05 0.00167323 0.00175289 -0.00135517 0.000828304 -6.30286e-05 1.51491e-05 7.9723e-05 2.19313e-05 7.07538e-05 0.000123417 0.000173209 0.000229153 0.000338855 -0.00140936 0.000201569 0.000339612 0.000457225 -0.00122 -0.00184594 0.000551915 0.000325255
internal_weight=0 1.75118 0.0503466 1.70083 0.114556 1.58627 1.56269 1.54028 1.41055 0.0881224 0.102533 0.12973 0.0331358 1.32243 1.26826 1.23787 1.21664 1.19912 1.17981 1.163 1.1419 1.07024 0.0716556 1.00794 0.918723 0.886114 0.0892136 0.0784277 0.864564 0.697439
internal_count=3121 3020 130 2890 231 2659 2603 2381 2063 59 207 318 51 2004 1814 1794 1793 1662 1649 1509 1380 1335 45 1299 1095 979 204 201 971 858
is_linear=0
shrinkage=0.00331719


Tree=604
num_leaves=31
num_cat=0
split_feature=31 39 42 42 132 130 151 457 4 11 158 3 13 43 43 3 15 403 13 15 151 2 3 0 13 52 2 133 0 42
split_gain=0.0168318 0.0166828 0.0209692 0.0218222 0.0197848 0.019095 0.0182251 0.0181649 0.0208486 0.026347 0.021094 0.0259268 0.0252792 0.0230606 0.0470013 0.0406271 0.0664883 0.0308191 0.0322285 0.0384311 0.020917 0.0204343 0.0313185 0.0347914 0.0306272 0.0200436 0.0199482 0.0220021 0.0228911 0.0172843
threshold=-1.0000000180025095e-35 0.16946000000000003 -0.11466499999999999 -0.106335 0.081465000000000024 1.0000000180025095e-35 -0.081779999999999978 0.080930000000000016 0.27287000000000006 0.081790000000000015 0.094850000000000004 -0.11255999999999998 0.0015850000000000003 -0.074359999999999996 -0.0037449999999999996 -0.077774999999999983 0.040760000000000005 0.092070000000000013 -0.099939999999999987 0.035560000000000008 -0.16239999999999996 0.11411 0.090900000000000009 -0.14920999999999998 -0.080759999999999985 -0.092399999999999982 0.10855000000000002 0.0068000000000000014 -0.030209999999999997 0.090395000000000017
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 -4 6 7 -2 8 9 10 11 26 13 15 -15 16 -13 18 -16 25 -10 22 23 -9 -25 -20 27 28 -5 -17
right_child=1 -3 3 5 -6 -7 -8 21 20 -11 -12 12 -14 14 17 29 -18 -19 19 -21 -22 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=0.0029576761014589365 0.0017661409545324505 0.0029590761465994519 0.0023952018040260558 -0.00074600727938761117 0.0024421646652038578 -0.0021930471552698552 -0.0029372012667840887 -0.0027420874142995238 -0.0025157337174838211 -0.002949775654615714 -0.0028130661859553769 -0.0029512151904708718 -0.0020971725624861675 -0.0027391676035334505 0.00061154172422602914 0.0028271451616444054 0.0014828505606604596 0.0020217740455203974 -0.0029576346689154519 -0.0027054966636447454 0.0010953833184736484 -0.0013734848150292133 0.0023030996829169117 -0.0017203012899781548 0.0019187341811251844 -0.00011675444043736244 0.0025144681775975089 -0.001800106728056912 0.0024041921854064075 0.00047358605174550698
leaf_weight=0.015983624809905339 0.0082819000954259536 0.015539628177066445 0.031328757410846841 0.034972236971952952 0.0087635917734587565 0.036504571367004357 0.052218626117337297 0.029512421053368598 0.01527105100103654 0.032227172948296245 0.02712525863535109 0.056406314049354478 0.068458038923381537 0.073742536824851324 0.16468701383564521 0.064494997279779365 0.061150502548571239 0.047959486564650433 0.023883772763838351 0.083884122136169026 0.15699745132815213 0.036352100874864846 0.093834447259723675 0.027872995075995277 0.071648387582172179 0.22034166117009968 0.047237163802492432 0.032760904374299571 0.04679146887974539 0.046659648152399313
leaf_count=86 17 21 20 30 16 297 135 14 14 109 159 397 122 426 104 63 48 69 52 219 243 36 47 56 60 140 13 28 22 58
internal_value=0 -7.90733e-05 -0.000106823 -3.94564e-05 -0.0016942 -8.71051e-05 -0.00229336 -3.79598e-05 -0.000179425 -0.000324611 -0.000247739 -0.000182914 -0.000375745 -0.000235987 -0.000533167 0.000562473 -0.00064471 -0.000232336 -0.000451709 -0.000985383 0.000775269 0.000674251 0.00100826 6.66385e-05 0.000899548 -0.000394575 0.000903856 0.000239538 0.00105678 0.00183919
internal_weight=0 1.71691 1.70137 1.6321 0.0692641 1.60078 0.0605005 1.56427 1.30505 1.13278 1.10056 1.07343 0.911668 0.84321 0.614499 0.228711 0.117557 0.540756 0.492797 0.32811 0.172269 0.25922 0.222868 0.129034 0.0995214 0.244225 0.161762 0.114525 0.0817637 0.111155
internal_count=3121 3035 3014 2846 168 2826 152 2529 2316 2059 1950 1791 1698 1576 1010 566 445 584 515 411 257 213 177 130 116 192 93 80 52 121
is_linear=0
shrinkage=0.00294557


Tree=605
num_leaves=31
num_cat=0
split_feature=1425 4 133 160 0 482 1374 1 13 158 131 51 157 11 132 151 131 150 1375 49 0 0 0 4 48 4 52 130 4 10
split_gain=0.0157244 0.0208251 0.018236 0.0202967 0.0199851 0.0181247 0.0170451 0.0188366 0.027066 0.025916 0.024016 0.0241703 0.0229206 0.0221061 0.0219014 0.0215777 0.0221621 0.0238838 0.0420645 0.0215133 0.0203201 0.0214357 0.0290411 0.0259599 0.0226412 0.0279795 0.0293131 0.0239072 0.0283992 0.0197046
threshold=1.0000000180025095e-35 0.50996500000000011 -0.25159999999999993 -0.40698999999999991 0.15398500000000004 0.092250000000000013 0.10637000000000001 0.090405000000000013 -0.083364999999999981 0.084765000000000021 0.077555000000000027 0.08955500000000001 -0.083944999999999978 0.087830000000000005 0.080640000000000017 -0.092724999999999988 0.10258000000000002 0.091355000000000006 -0.43996499999999994 0.10440000000000001 -0.23051499999999997 -0.084804999999999978 -0.10011499999999998 0.018150000000000003 0.088965000000000002 -0.026489999999999996 0.11434500000000002 -1.0000000180025095e-35 -0.076779999999999987 -0.012544999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -4 -1 6 7 9 13 10 11 12 -5 -9 15 -10 17 19 -19 29 -14 22 -22 -24 25 26 27 28 -23 -17
right_child=-2 -3 3 5 -6 -7 -8 8 14 -11 -12 -13 20 -15 -16 16 -18 18 -20 -21 21 24 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0033246941744867588 -0.0033444134865139169 0.0023822172582391057 -0.0022510015744809067 -0.0033245176175837575 0.0013873798618060863 -0.0031913201853036718 -0.0027276014938802605 0.0020236762039878317 0.0022627083624392002 -0.0033243813201927971 -0.0026858702566643186 -0.003326390369138104 0.0029263026545830761 -0.0015902451323182177 0.002359868159049032 0.0014282728177151599 0.0032172861357713167 -0.0017990040992445853 0.0028348193931473672 0.0015948100327421463 0.00024774181699195098 -0.002981220073485715 -0.0033215717187678718 0.00030723180482735606 0.0028165416581503004 -0.0029567839218522449 -0.0033447599528378894 0.0013886584850970388 0.0025217913229034048 -0.0014153473253254367
leaf_weight=0.036606535462624268 0.015842434678688844 0.038656586511024105 0.043540646363453228 0.020308604843420897 0.013577974197687581 0.018790522196695858 0.023305654525756725 0.16344536781389252 0.040118279421221814 0.028727744672210065 0.037804811496243929 0.022826479343052597 0.029873567662433986 0.02102026706415927 0.044660746027147979 0.029771084477033583 0.019114566206553718 0.034823381574824452 0.05658216254596482 0.035593970751506276 0.16357778413475899 0.032139123495426247 0.062134527995794331 0.033328824925320077 0.04633400204784266 0.026094476266623756 0.019009170674053166 0.21593481059608166 0.015199457593552568 0.26997798927914118
leaf_count=178 78 146 227 100 4 115 28 189 45 167 192 102 11 14 55 18 10 4 52 25 102 60 325 33 38 94 44 294 5 366
internal_value=0 -2.37051e-05 -8.16801e-05 -1.8124e-05 -0.00204979 4.62396e-05 8.7022e-05 0.000131694 0.000517302 -0.000234367 -0.000111853 2.98416e-05 0.000145231 0.00161186 0.000136803 -6.74922e-05 -0.000277161 -0.000433681 0.00106944 -0.000843392 0.000254713 0.000124677 -0.000600752 -0.00205466 0.00065445 0.000329593 0.000633389 0.000920624 -0.00121431 -0.00113292
internal_weight=0 1.64288 1.60422 1.55404 0.0501845 1.5105 1.49171 1.4684 0.715108 0.753293 0.724566 0.686761 0.663934 0.184466 0.530642 0.485981 0.445863 0.426749 0.0914055 0.335343 0.643626 0.613752 0.259041 0.0954634 0.354711 0.308377 0.282283 0.263273 0.0473386 0.299749
internal_count=3121 3043 2897 2715 182 2488 2373 2345 778 1567 1400 1208 1106 203 575 520 475 465 56 409 1006 995 460 358 535 497 403 359 65 384
is_linear=0
shrinkage=0.00331719


Tree=606
num_leaves=31
num_cat=0
split_feature=1213 475 475 474 4 52 133 0 159 16 375 43 123 122 1 13 12 12 52 12 456 1 48 159 12 4 457 52 1 1374
split_gain=0.0156173 0.0255821 0.0159979 0.0197238 0.0212755 0.0185232 0.0186686 0.0179977 0.0179183 0.0216675 0.0169963 0.0174477 0.0175817 0.0245071 0.0179263 0.0211763 0.0201549 0.0192777 0.0233859 0.02505 0.0171395 0.0191447 0.0293852 0.0207541 0.0184812 0.0166664 0.016601 0.0233973 0.0188484 0.035936
threshold=-1.0000000180025095e-35 -0.086004999999999984 -0.08663499999999999 -1.0000000180025095e-35 0.50996500000000011 0.19022000000000003 -0.25159999999999993 0.15398500000000004 -0.47115499999999993 0.25084500000000004 0.087420000000000012 0.10366000000000002 1.0000000180025095e-35 0.10544500000000001 0.13146500000000003 -1.0000000180025095e-35 0.092355000000000007 0.095175000000000023 0.11434500000000002 0.11650500000000001 0.087015000000000023 0.104035 0.12879500000000002 0.094385000000000011 -1.0000000180025095e-35 0.042705000000000007 -0.0029299999999999994 -0.0087299999999999982 0.092695000000000013 -0.094929999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 25 -4 5 6 7 -5 -7 -10 11 12 14 -14 16 -16 20 -18 19 -19 21 23 -23 24 -8 -2 27 -26 29 -28
right_child=2 -3 3 4 -6 8 10 -9 9 -11 -12 -13 13 -15 15 -17 17 18 -20 -21 -22 22 -24 -25 26 -27 28 -29 -30 -31
leaf_value=0.0035992505763474333 -0.0031271411566635102 -0.0029976912569005839 -0.0036136645649924009 -0.0035983362492836278 0.0029204578221524 0.0018544377665631584 -0.0022354381231805315 0.001375295712130275 -0.0029800741515968654 0.0023084973481111589 -0.003135528955398135 0.0019398639057778611 0.0024253461140689519 -0.0034762864495910361 0.0036099886953272604 0.00014837658535757256 -0.0035973018095546662 0.00080593692042228455 -0.003616069922179368 -0.0023872678415416586 -0.0021108908388307386 0.0023402492416815944 -0.0013236647456711015 -0.0028496223653127284 -0.0036036382507916649 0.0033610526305319337 -0.0036105764362263631 0.0026242406574199829 -0.0010706922795462367 0.0010703947941039025
leaf_weight=0.0090492235030978918 0.03542129493325763 0.046635947493428032 0.018498992044442164 0.031510676345760102 0.034096936082050777 0.017152137259472511 0.038331646993355006 0.013356061521335505 0.067239349943292726 0.011730360031833698 0.018974774698108265 0.077444996080885065 0.077205522197800636 0.010279589594574645 0.03843191334635776 0.055960486271942389 0.032414119898930949 0.11596028077360643 0.02814857885323363 0.043575892256512816 0.039811790469002517 0.11527069042494986 0.037371018675912637 0.030818420988907747 0.028527106915589684 0.0059636771875375407 0.022323552309898798 0.010692298263392352 0.080682585967224441 0.40037560333519462
leaf_count=4 135 487 57 142 145 55 44 4 254 5 24 57 179 3 41 43 124 232 20 46 101 115 13 96 59 5 20 14 44 553
internal_value=0 -0.00192564 1.00219e-05 7.09354e-05 0.000117063 5.08476e-05 0.00015948 -0.00211777 -0.001472 -0.0021945 0.000237918 0.000287784 0.00018171 0.0017319 6.04808e-05 0.00155777 -7.74989e-05 -0.00104027 -0.000598652 -6.62587e-05 0.000185996 0.000305624 0.00144322 2.17764e-05 0.000174104 -0.00219218 0.000344324 -0.00190575 0.000519631 0.000823184
internal_weight=0 0.0556852 1.53757 1.49619 1.47769 1.44359 1.34747 0.0448667 0.0961218 0.0789697 1.3026 1.28363 1.20618 0.0874851 1.1187 0.0943924 1.0243 0.220099 0.187685 0.159536 0.804205 0.764393 0.152642 0.611751 0.580933 0.041385 0.542601 0.0392194 0.503382 0.422699
internal_count=3121 491 2630 2490 2433 2288 1974 146 314 259 1828 1804 1747 182 1565 84 1481 422 298 278 1059 958 128 830 734 140 690 73 617 573
is_linear=0
shrinkage=0.00359063


Tree=607
num_leaves=31
num_cat=0
split_feature=31 39 42 42 147 42 132 16 1 33 9 376 1429 1452 123 43 42 1 483 394 43 13 43 1 48 48 43 4 2 2
split_gain=0.01543 0.0152084 0.0176669 0.0184859 0.0164223 0.0169782 0.025946 0.0241503 0.0230801 0.0208494 0.0244347 0.0172306 0.0171522 0.0157425 0.0160272 0.0211491 0.0182838 0.0279173 0.0226369 0.0221789 0.0256634 0.0197395 0.0248577 0.0198742 0.0272134 0.0294564 0.0252614 0.0221431 0.0190474 0.0310668
threshold=-1.0000000180025095e-35 0.16946000000000003 -0.11466499999999999 -0.106335 -1.0000000180025095e-35 -1.0000000180025095e-35 0.082230000000000011 -0.50992999999999988 1.0000000180025095e-35 -0.0066799999999999993 0.088235000000000022 0.091135000000000008 -1.0000000180025095e-35 0.090425000000000019 0.083745000000000014 0.28064000000000006 0.092145000000000019 0.122185 0.096190000000000012 0.15288500000000002 -0.50216499999999986 -0.53104499999999988 0.12450000000000001 0.10508500000000001 -0.079469999999999985 0.12737000000000001 -0.17390999999999998 -0.42529999999999996 0.089775000000000008 0.084245000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 -5 6 7 -6 -8 -7 12 -9 -11 14 16 -16 18 19 21 20 -18 -14 23 26 -25 -26 -23 -28 29 -29
right_child=1 -3 3 4 5 9 8 11 -10 10 -12 -13 13 -15 15 -17 17 -19 -20 -21 -22 22 -24 24 25 -27 27 28 -30 -31
leaf_value=0.0039809385837875026 -0.0022751770346448163 0.0039813632419629878 0.0031216074767549664 -0.0039776813240158439 0.0036802979317600718 -0.0033918572342971453 -0.0039682260435268558 -0.0036094798441191098 0.002264363811400499 -0.0028568602691894126 0.0031226778898775869 0.0038642185393606512 -0.0025530905835534938 -0.0039724776282087327 0.0032436096893500316 -0.0039772756953652443 0.0018452724776519538 0.0018612305868643013 -0.0036825066039919358 0.0034741828231909895 -0.0028926986506723402 0.0031491901346387395 0.0032598027396382868 -0.0026814710733972266 0.0030824935835149442 -0.00033014281701241211 -0.0032071984925298295 0.00023120214158449449 0.00072600865847735597 -0.0027643162588495084
leaf_weight=0.014698171025429363 0.05848363605355178 0.014211394962330925 0.028269529638236812 0.017098063626690085 0.0088918426445161458 0.026564878600765396 0.012005721513787648 0.083198676952064843 0.042020065049655386 0.03101500640104804 0.042189489055999618 0.0051481044210959217 0.033687759652819893 0.014510213456560339 0.047472045089307247 0.0073633812426123759 0.021019011259340914 0.041950659131543944 0.021650863197919534 0.01168047747341916 0.12373197344038545 0.037314586908904546 0.049737050365365576 0.022391502119717188 0.12014880906053804 0.059404287436336745 0.036450986723137846 0.15530875905824881 0.26429519624912245 0.083756100474602135
leaf_count=86 168 21 20 19 7 26 89 514 53 148 49 4 14 80 137 8 13 31 81 2 437 17 23 14 169 29 65 229 225 343
internal_value=0 -0.000100491 -0.00013899 -5.27278e-05 -0.000115923 -6.8857e-05 -0.00132337 -0.0025472 0.000879345 8.27541e-05 0.000158098 -0.00317398 5.23622e-05 0.000130695 0.000183042 0.00227398 7.7126e-05 -0.00101054 0.000321174 -0.00178067 -0.00220471 0.000421677 0.000542589 0.000369118 0.00143952 0.00195344 -5.43184e-06 -0.000223496 -7.43013e-06 -0.000818274
internal_weight=0 1.52097 1.50676 1.44828 1.42001 1.40291 0.151264 0.0972386 0.0540258 1.25164 1.22508 0.0883468 1.18289 1.15187 1.13736 0.0548354 1.08253 0.198382 0.884146 0.156431 0.144751 0.862495 0.828807 0.77907 0.201945 0.179553 0.577126 0.539811 0.50336 0.239065
internal_count=3121 3035 3014 2846 2826 2807 667 525 142 2140 2114 518 2065 1917 1837 145 1692 483 1209 452 450 1128 1114 1091 212 198 879 862 797 572
is_linear=0
shrinkage=0.00396435


Tree=608
num_leaves=31
num_cat=0
split_feature=1213 475 1 50 128 0 51 14 393 42 3 123 33 455 13 394 454 4 43 159 4 0 1456 2 15 1374 15 43 0 0
split_gain=0.0616079 0.0691754 0.0503408 0.0556196 0.0527481 0.0517916 0.0475505 0.050223 0.0513689 0.0494439 0.0896406 0.05844 0.0681643 0.0444934 0.0480762 0.0502637 0.0435503 0.0432614 0.0523224 0.0645241 0.0410679 0.0624232 0.0408436 0.0424562 0.0390669 0.0433119 0.0573415 0.0375038 0.0366107 0.0460174
threshold=-1.0000000180025095e-35 -0.086004999999999984 0.10752500000000002 0.10647500000000001 0.086435000000000012 -0.014954999999999998 -0.097539999999999974 0.076175000000000007 0.091220000000000009 0.092145000000000019 -0.15121499999999996 1.0000000180025095e-35 -0.0066799999999999993 0.081825000000000009 0.41383500000000001 0.15288500000000002 -1.0000000180025095e-35 -0.51843499999999987 0.13895500000000002 0.091530000000000014 0.058735000000000009 -0.22491999999999998 1.0000000180025095e-35 0.14753000000000002 -0.11713499999999999 -0.094929999999999987 -0.09551999999999998 -0.40263499999999991 -0.077809999999999976 -0.13455999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 6 22 -2 8 9 10 -8 12 -12 14 15 -11 -14 -18 19 20 24 -22 23 27 -19 -26 -27 -4 29 -28
right_child=2 -3 5 -5 -6 -7 7 -9 -10 13 11 -13 16 -15 -16 -17 17 18 -20 -21 21 -23 -24 -25 25 26 28 -29 -30 -31
leaf_value=0.001380611965800131 -0.00098116299215827291 -0.0012504310603974776 -0.0011570231367563626 -0.0013759163564353843 -0.0013792906382192852 0.0012965186709703804 0.0011780933523794963 -0.001340661261300643 -0.001377323577172255 -0.0010289399510605476 -0.0013873391556099846 0.0010224521249967377 -0.001378289490504618 0.0011730308640491333 0.0014012356886399075 0.0011333132604430681 -0.0013861218758236024 -0.0012296481826538693 0.001013698680438016 -0.0013237006643225268 0.0008467280184521255 -0.0010505178145982013 -0.0010951813965497715 0.0012365444279584371 -0.00070979903625422336 0.00099006666892029714 0.00047757184164426008 0.00019608693427559013 0.00056024528801680985 -0.00044963387207015899
leaf_weight=0.021871974691748619 0.098772208042648191 0.13561029884476772 0.040498065005522221 0.064530802535045839 0.057715716288839647 0.080915282811474531 0.14542095393517462 0.051905225023801793 0.04799159385220253 0.21366045373042641 0.065559322261836139 0.10906486502790369 0.039435560256609103 0.027946482805418782 0.019839318469166756 0.022385537391528487 0.036689652828501562 0.03396770466679444 0.11423461992853856 0.061884273516625288 0.045220629108371213 0.11791065799479827 0.046982764586573467 0.07107967880074284 0.078516548415793253 0.20564905675928602 0.16566645359853427 0.82664787544672436 0.26940134579306985 0.25799000622464519
leaf_count=4 221 487 7 231 117 117 71 57 80 263 17 74 48 12 1 2 13 60 78 85 21 72 26 85 42 26 33 344 98 329
internal_value=0 -0.000885018 -6.78059e-06 -0.000118977 -8.35078e-05 0.00024067 -4.99576e-05 -6.78273e-06 2.65285e-05 5.971e-05 0.000146071 5.23427e-05 -1.85661e-05 -0.000471731 -0.000651364 -0.000823882 4.43372e-05 8.47819e-05 0.000124744 4.25984e-05 0.000114599 -0.000524594 0.000153953 0.000216505 0.000217718 0.000268027 0.000353456 0.000132893 0.000164557 -8.70597e-05
internal_weight=0 0.157482 3.41748 2.35136 2.28683 1.06612 2.22911 2.13034 2.07844 2.03044 1.74661 1.60119 1.49213 0.283832 0.255885 0.236046 1.42657 1.38713 1.35044 1.23621 1.17432 0.163131 0.985208 0.938226 1.01119 0.977223 0.898707 0.867146 0.693058 0.423656
internal_count=3121 491 2630 2051 1820 579 1703 1482 1425 1345 1067 996 922 278 266 265 905 857 844 766 681 93 462 436 588 528 486 351 460 362
is_linear=0
shrinkage=0.00137286


Tree=609
num_leaves=31
num_cat=0
split_feature=14 52 52 148 52 43 2 376 51 42 33 9 42 394 52 1 43 43 43 43 52 4 42 0 16 1447 48 51 47 48
split_gain=0.0147782 0.0147343 0.0190136 0.0269331 0.0264886 0.0264203 0.0266146 0.0182819 0.0237821 0.0201241 0.0187482 0.0226228 0.0182618 0.0230733 0.0170584 0.016495 0.0265831 0.0381375 0.0404287 0.0412042 0.024195 0.0199774 0.0298902 0.0216389 0.0351611 0.0186324 0.0200514 0.0210767 0.0264233 0.0172353
threshold=0.076175000000000007 -0.24456499999999998 -0.081429999999999989 -0.043434999999999994 -0.087769999999999987 -0.08756499999999999 0.10559 0.048375000000000008 -0.076794999999999988 -0.11051499999999999 -0.0066799999999999993 0.088665000000000008 -0.106335 -0.081209999999999991 -0.080114999999999978 0.10060500000000001 -0.15582499999999996 -0.08756499999999999 -0.08287499999999999 -0.0037449999999999996 0.10160000000000001 -0.0016099999999999997 -1.0000000180025095e-35 -0.23091999999999999 -0.50992999999999988 -1.0000000180025095e-35 0.14174500000000004 0.14780500000000005 0.090100000000000013 0.10891500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 4 -4 5 -3 -7 8 -5 -10 -11 12 -12 -14 -15 16 -16 -18 -19 -20 21 22 -21 -23 -25 -17 27 28 -27 -30
right_child=-2 2 3 7 -6 6 -8 -9 9 10 11 -13 13 14 15 25 17 18 19 20 -22 23 -24 24 -26 26 -28 -29 29 -31
leaf_value=-0.0012041715317681408 -0.0021937425731805315 0.0017659115671492768 0.0022416058488147466 -0.0028009569558834595 0.0027566061066106903 -0.0024378507940243086 0.0019388353089537637 0.0018662688891495876 -0.002936855734680686 -0.0030884264441109876 0.0032602814240983006 0.0030267827680920015 -0.0031730630643632988 -0.0030721483716796534 0.0015131366127330409 -0.0027532385278032103 -0.0034658053479458065 0.0028866840635330651 -0.0032983976468480801 -0.0034575617041502638 -0.0025850383528111857 0.0015901782058989223 0.0018463755278287919 0.0018619271278029225 -0.0023839434839737308 0.0027339593433025121 -0.0017276798188696964 -0.0024236459274242228 -0.001264125748698274 0.0017699527338686683
leaf_weight=0.11117862051253258 0.037391762166407827 0.06889552580378222 0.056643474206793942 0.043314334695650714 0.071517776773362018 0.056320947277754385 0.023434931526480796 0.048683261067935635 0.030725968769388046 0.024348974355234199 0.018685293835005168 0.028136286583048786 0.029790525758243813 0.022147585281344973 0.079455508371210626 0.017317256397291203 0.050926938145948397 0.042534229754323305 0.059586504072398738 0.014316717780388899 0.043324001773271448 0.040279755601659417 0.10905614695320764 0.030981203482951969 0.092867449460305118 0.11214213577522969 0.029360626562265679 0.016631467426122981 0.045667651947951526 0.043581360268944991
leaf_count=350 101 101 90 182 80 154 48 85 102 21 5 36 104 9 79 26 141 55 571 87 121 8 163 11 96 209 17 12 27 30
internal_value=0 3.49673e-06 0.000102904 -7.78009e-05 0.00103077 0.000200454 -0.00115183 -0.000200144 -0.000298273 -0.000187868 -9.90639e-05 -2.05261e-05 -0.000115936 -0.000187626 -8.30156e-05 -3.06418e-06 -0.000336968 -0.000640768 -0.000308463 -0.000656565 -0.000180732 0.000181577 0.00123088 -0.000607171 -0.00132182 0.00070754 0.000949801 0.00131037 0.00161874 0.000217451
internal_weight=0 1.46185 1.35067 1.1305 0.220169 0.148651 0.0797559 1.07386 1.02518 0.981864 0.951138 0.926789 0.898652 0.879967 0.850177 0.828029 0.563328 0.483873 0.432946 0.390412 0.330825 0.287501 0.123373 0.164128 0.123849 0.2647 0.247383 0.218023 0.201391 0.089249
internal_count=3121 3020 2670 2287 383 303 202 2197 2112 1930 1828 1807 1771 1766 1662 1653 1332 1253 1112 1057 486 365 250 115 107 321 295 278 266 57
is_linear=0
shrinkage=0.00345121


Tree=610
num_leaves=31
num_cat=0
split_feature=31 39 42 2 147 4 480 12 1 376 4 43 0 0 48 45 1 3 14 3 15 0 1213 160 34 0 0 151 13 1213
split_gain=0.0146461 0.0138201 0.0152623 0.0164326 0.0142917 0.0143796 0.0176329 0.0149091 0.0171921 0.0166318 0.0164717 0.0371156 0.0284868 0.0239028 0.0247961 0.024721 0.0272192 0.043041 0.0306103 0.0253182 0.0208366 0.0204039 0.0161282 0.0156945 0.0159304 0.0216854 0.0230728 0.0199698 0.0174542 0.019844
threshold=-1.0000000180025095e-35 0.16946000000000003 -0.26584999999999998 0.17025000000000004 -1.0000000180025095e-35 0.51388000000000011 0.084710000000000021 0.11650500000000001 0.13075500000000004 0.088055000000000008 -0.49405499999999997 -0.45785999999999999 1.0000000180025095e-35 -0.10607499999999999 0.12879500000000002 1.0000000180025095e-35 1.0000000180025095e-35 0.11296500000000002 0.062655000000000016 -0.0049599999999999991 -0.082809999999999981 -0.10224499999999999 0.04198000000000001 -0.098904999999999979 -0.021334999999999996 -0.10011499999999998 -0.08824499999999999 -0.46784999999999993 -0.084034999999999985 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 -4 6 7 9 -9 10 11 -6 13 14 15 16 17 -12 19 -18 -21 -15 23 -23 -25 -26 27 -27 29 -28
right_child=1 -3 3 -5 5 -7 -8 8 -10 -11 12 -13 -14 21 -16 -17 18 -19 -20 20 -22 22 -24 24 25 26 28 -29 -30 -31
leaf_value=0.0035350977975406794 -0.0035284257953146613 0.0035345377719612145 -0.0035302975592851182 0.0035164548410187382 0.0017887997769797086 0.0035230619099914629 -0.002808766801191374 -0.0026021050874394424 0.0020160857280161555 0.0034035460023227864 -0.0035288514970627954 -0.0035357984433697092 0.0016595087277908353 -0.0034848388591061843 -0.0019627892743099944 -0.0027638330447910158 0.0029667518078408265 0.0034944217032190934 -0.0021983761079062782 0.00021023909029293543 0.0024766808375865316 -0.0029768488074237574 -0.0033411370287986649 -0.0032056727356620787 0.0025746655620334596 0.002558238489267786 -0.0035227280226768861 -0.0031652821858154817 -0.00037172363784063531 0.0020567770684564624
leaf_weight=0.013979763826227898 0.016085332691090914 0.012947306216119725 0.015064548545524192 0.015570029016544029 0.025002729904372245 0.013569348303462792 0.029538156289504403 0.051862276789392925 0.012372081793728285 0.017812960390074184 0.037102278238306696 0.046197486140498678 0.12588962345398602 0.029297209121067369 0.048018480495557014 0.024183830020774622 0.10483047984962468 0.01526040602766443 0.029737464727531915 0.16715300338182715 0.071883431153764832 0.026208488869086666 0.023046029795750655 0.020547596606774965 0.036220511796271837 0.0088949801865965128 0.0088232946466177964 0.050115884922887433 0.25963697353689352 0.075415381224273603
leaf_count=86 18 21 20 51 8 68 225 95 9 38 81 113 118 28 24 30 84 4 76 92 65 223 220 19 15 2 103 203 828 154
internal_value=0 -8.5767e-05 -0.000119121 -7.96463e-05 -0.000120406 -8.2597e-05 -0.000118972 -5.85763e-05 -0.0017126 2.63331e-05 -2.24386e-05 -0.00166601 7.82463e-05 -0.000113831 0.000441846 0.000698353 0.000894915 -0.00148201 0.00122805 0.00152437 0.000891807 -0.000628172 -0.000463717 -0.000327232 -0.000176157 -3.43934e-05 -0.000268954 -0.00230255 8.00212e-05 0.00147237
internal_weight=0 1.41829 1.40534 1.38925 1.37368 1.35862 1.34505 1.31551 0.0642344 1.25128 1.23347 0.0712002 1.16227 1.03638 0.498169 0.450151 0.425967 0.0523627 0.373604 0.343867 0.239036 0.538206 0.508909 0.485863 0.459655 0.439107 0.402887 0.0590109 0.343876 0.0842387
internal_count=3121 3035 3014 2996 2945 2925 2857 2632 104 2528 2490 121 2369 2251 456 432 402 85 317 241 157 1795 1767 1547 1324 1305 1290 205 1085 257
is_linear=0
shrinkage=0.00352023


Tree=611
num_leaves=31
num_cat=0
split_feature=156 1366 1213 475 0 475 474 4 52 11 52 133 52 13 3 403 403 122 39 13 13 151 131 159 16 2 0 0 133 42
split_gain=0.0133704 0.0133977 0.0138081 0.0220915 0.0133853 0.0132247 0.0157593 0.0201602 0.0154124 0.0162084 0.0193183 0.0189204 0.0181179 0.023405 0.0231245 0.0211761 0.0209119 0.0171921 0.022817 0.0204249 0.0154908 0.0146831 0.0165232 0.0141564 0.0152332 0.0129582 0.0207157 0.02413 0.0185314 0.0286434
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.086004999999999984 -0.16360999999999995 -0.08663499999999999 -1.0000000180025095e-35 0.50822500000000004 0.19022000000000003 0.088215000000000002 0.13389000000000004 -0.25159999999999993 0.11434500000000002 -0.091904999999999987 0.12745000000000004 -0.083259999999999987 0.10301500000000001 0.09197000000000001 0.0046100000000000004 -0.086589999999999986 -0.53104499999999988 -0.23821999999999996 0.10033500000000002 -0.47115499999999993 0.25084500000000004 0.073895000000000002 -0.10011499999999998 1.0000000180025095e-35 0.084415000000000018 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 -5 -4 -7 8 9 10 11 -8 13 20 15 -15 17 18 19 -17 -13 -21 25 -10 -25 26 -23 -28 29 -27
right_child=1 2 5 4 -6 6 7 -9 23 -11 -12 12 -14 14 -16 16 -18 -19 -20 21 -22 22 -24 24 -26 28 27 -29 -30 -31
leaf_value=-0.0029476468018692077 -0.0019695237785278428 0.0029517937291169433 -0.0017767658608835357 0.0029564495334240271 -0.0029481527779304044 -0.002961354115796142 -0.0021906620786315222 0.0025939271489694242 0.0014913372130070353 -0.0015181301552555447 0.0019129781199052119 -0.00080594184536262562 -0.0020329001274608043 -0.0027905735852888714 -0.0025904083552867586 -0.0029485331973309612 -0.0029526134227716421 -0.0029561692011352385 0.0021381344902093968 -0.0029490104248100948 0.0015604551788664994 0.00040571180531100159 0.0025934222351144259 -0.002372406701965272 0.0016686777999671766 0.00039860817906384438 -0.0029488257398937478 0.0029524232422263553 -0.0009299623311562334 0.0025322080511788391
leaf_weight=0.013589594440418407 0.029654640458147363 0.0080019973684102297 0.032086783357612503 0.0036661906633526078 0.036443018825138673 0.014070395219050069 0.028395759527483189 0.029157303674764878 0.014258968170679509 0.045598532734402286 0.059040256644948275 0.027982111719211389 0.029332210571055839 0.020217713917871971 0.027038929583795834 0.016935701913552204 0.017101610634881581 0.013436753069981933 0.060361361907325772 0.011621437097345644 0.16871529258219098 0.074545719369780272 0.028239714778464986 0.053350267080759184 0.0095408568231505342 0.32144315962136716 0.040756782514114742 0.0070520664667128577 0.0657872899467975 0.065762017667566397
leaf_count=163 62 4 99 1 485 48 133 155 43 64 38 20 31 308 23 99 37 4 164 43 168 14 13 239 5 283 130 9 183 53
internal_value=0 -1.13589e-05 3.23038e-05 -0.00151691 -0.00240844 9.04508e-05 0.000138391 0.000173687 0.000115199 0.000202213 0.000274595 0.000180198 0.000247768 0.000316948 8.53794e-05 0.000182721 0.00026586 0.000343829 0.000407859 0.00024264 0.00122381 0.000330488 0.000393632 -0.00115856 -0.00175936 0.00028566 -0.000564915 -0.00207836 0.000515402 0.000760974
internal_weight=0 1.35959 1.32994 0.0481112 0.0401092 1.28183 1.24974 1.23567 1.20651 1.12936 1.08377 1.02473 0.99633 0.966998 0.7703 0.743261 0.723044 0.705942 0.692505 0.632144 0.196697 0.615208 0.603587 0.0771501 0.0628911 0.575347 0.122355 0.0478088 0.452992 0.387205
internal_count=3121 2958 2896 490 486 2406 2307 2259 2104 1817 1753 1715 1582 1551 1363 1340 1032 995 991 827 188 728 685 287 244 672 153 139 519 336
is_linear=0
shrinkage=0.00294557


Tree=612
num_leaves=31
num_cat=0
split_feature=31 401 156 30 147 1 0 3 48 4 40 15 16 13 13 13 403 2 15 133 133 147 14 151 2 3 11 1 48 4
split_gain=0.0129054 0.0123516 0.0121201 0.0123414 0.0125035 0.0135837 0.0280939 0.0306775 0.0243018 0.0207317 0.0194753 0.0206032 0.0187867 0.0177077 0.0208627 0.0189055 0.0199448 0.0220829 0.015847 0.0153966 0.0155172 0.0146854 0.0199868 0.0209727 0.0203567 0.0262647 0.029185 0.0224975 0.0196699 0.0187227
threshold=-1.0000000180025095e-35 0.10076500000000001 -1.0000000180025095e-35 -1.0000000180025095e-35 -1.0000000180025095e-35 1.0000000180025095e-35 -0.084804999999999978 -0.080734999999999987 0.088965000000000002 -0.043364999999999994 -1.0000000180025095e-35 0.091295000000000015 -0.014034999999999997 -0.53104499999999988 -0.084034999999999985 -0.029529999999999997 0.095105000000000009 0.086885000000000004 0.24356000000000003 -0.25159999999999993 -0.15387499999999996 0.089025000000000007 0.076175000000000007 0.056735000000000001 1.0000000180025095e-35 0.083060000000000009 0.081790000000000015 0.090405000000000013 -0.098424999999999985 0.0045450000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 -5 6 7 -6 9 13 -9 12 -12 -8 -15 -16 17 -17 19 -7 -21 22 23 24 27 26 -26 -22 -23 -25
right_child=1 -3 3 4 5 18 8 10 -10 -11 11 -13 -14 14 15 16 -18 -19 -20 20 21 28 -24 29 25 -27 -28 -29 -30 -31
leaf_value=0.0040590738350424075 -0.0040462183299336358 -0.0036765519856842219 -0.0040705977554538987 -0.0038024735648506387 -0.0040505955052445083 -0.0031308676095858925 -0.0040660147205252486 -0.0040543566101528018 0.0029500661871896816 -0.0032683604158941244 -0.0040509100511720323 0.0036290163349987086 0.0013449389536879285 0.0024304457402386766 -0.0040530574180436272 -0.0040531359168205321 -0.0040551323851861481 0.0015589958615546788 -0.0039694706308868177 0.0036768010263315627 -0.0040474637186020956 -0.002463547774233011 -0.0037650391099071675 -0.0036756363109506714 0.0035617561254568681 0.0004000399235118714 -0.00080126028193722772 0.00012474199510958411 0.0038670245318421274 0.00035043955870942966
leaf_weight=0.012359992234678319 0.012286936901432344 0.015533911834950342 0.012128217145800257 0.013783619730019958 0.063772642845037808 0.019110490202365327 0.014944378286599558 0.018200459818672243 0.04527502890505275 0.032755143775490492 0.018833375947565401 0.024372815360038658 0.023989742434536665 0.062849948018992463 0.019633242262897865 0.013099193889958061 0.01550239143489307 0.091849661706646657 0.013460489633871475 0.025004445617014426 0.023616368444436375 0.01008923351764679 0.019333777873725921 0.036716310736665037 0.11178371745336335 0.24040328294449864 0.032315675169684255 0.20090783771684073 0.039229922570484632 0.038891877089554328
leaf_count=86 162 164 2 22 468 53 3 46 66 206 117 12 29 46 174 87 28 147 14 28 138 12 54 38 179 213 84 339 77 27
internal_value=0 -9.22625e-05 -4.92393e-05 -1.09271e-05 2.78502e-05 6.9887e-05 -0.000497726 -0.00192859 0.000223581 -0.000268937 -0.000343918 0.000661078 -0.00102813 0.000181986 0.000494815 -0.000373621 0.000226118 0.000858518 0.000381446 0.000454892 0.000542938 0.000438913 0.000289473 0.000403971 0.000653336 0.00121826 0.00258331 -0.000314108 0.00257198 -0.00160467
internal_weight=0 1.30967 1.29414 1.28185 1.26973 1.25594 0.445078 0.149169 0.295909 0.250634 0.0853964 0.0671959 0.0428231 0.217879 0.202934 0.140084 0.120451 0.104949 0.810863 0.797403 0.778292 0.753288 0.703969 0.684635 0.609027 0.384503 0.144099 0.224524 0.0493192 0.0756082
internal_count=3121 3035 2871 2709 2707 2685 1429 672 757 691 204 158 146 485 482 436 262 234 1256 1242 1189 1161 1072 1018 953 476 263 477 89 65
is_linear=0
shrinkage=0.00404364


Tree=613
num_leaves=31
num_cat=0
split_feature=4 403 11 151 1456 1213 480 1456 52 156 1184 453 1366 48 160 150 3 0 0 4 130 3 160 42 124 13 43 131 452 42
split_gain=0.060326 0.0649493 0.0624378 0.058069 0.0628402 0.0521661 0.0533151 0.0531614 0.0510439 0.0507723 0.0442216 0.0417425 0.039526 0.0439702 0.0757202 0.0522491 0.0880709 0.0492046 0.0470284 0.0467929 0.0383028 0.0637606 0.0611709 0.047946 0.0505873 0.0407798 0.0400778 0.0371016 0.0370204 0.0356458
threshold=0.27044500000000005 -1.0000000180025095e-35 0.081790000000000015 -0.27559499999999998 1.0000000180025095e-35 -1.0000000180025095e-35 0.084710000000000021 -1.0000000180025095e-35 -0.04127999999999999 0.10499000000000001 1.0000000180025095e-35 1.0000000180025095e-35 -0.082084999999999991 0.090390000000000012 0.10210000000000001 0.08882000000000001 0.10893000000000001 -0.14116499999999996 -0.18113999999999997 -0.022844999999999997 -1.0000000180025095e-35 -0.074084999999999998 -0.090764999999999985 0.096610000000000015 -0.043384999999999993 -0.008624999999999999 0.055925000000000009 0.10033500000000002 0.085195000000000007 -0.035074999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 8 5 -2 11 -3 7 28 29 10 12 -5 -9 14 15 17 -17 19 -15 -14 25 22 -22 24 -23 -19 -26 -24 -7 -1
right_child=3 2 -4 4 -6 6 -8 9 -10 -11 -12 -13 13 18 -16 16 -18 20 -20 -21 21 23 27 -25 26 -27 -28 -29 -30 -31
leaf_value=-0.0014044762710921407 -0.0011825758784466819 -0.0014021586205365615 -0.0011256662696082936 0.00080901707408047741 -0.001253077221668377 -0.0014039890005679912 -0.0014034310650355311 -0.0011462845441147819 -0.0014024340048979561 -0.0012424470252753131 -0.0012638416715562084 -0.00079815381595512564 -0.00024090067496327917 -6.3736880497464613e-05 -0.0011876591993791219 -0.0013154173572665745 0.0014093959755471048 0.00054348284777403747 0.00074725077526164078 0.0010826587918494209 -0.0014042779463852898 0.00094555898964859136 0.00042863410719750522 -0.0014088771223171146 -0.00043879536017328943 -0.00088418117378163757 0.00053309361058341543 0.0014297747027188145 0.0014151545881486494 0.00045479824578034249
leaf_weight=0.028376326485158643 0.042465261474717408 0.054218707481597295 0.10811896921586583 0.39075851210691315 0.03580057606450282 0.076436917624053247 0.053238774585224635 0.048947318829963726 0.13601541790831184 0.058624101920940919 0.047479567037953418 0.034485599026083946 0.072697993826295715 0.22013075009454042 0.09665307197428763 0.10997985835274438 0.029499052579922136 0.053065768879605457 0.38620424799773889 0.18738763497822519 0.032133908349355367 0.085588235833711224 0.47179448567112414 0.055616544963413617 0.37437528018015942 0.15050085471012131 0.10697391392022837 0.085784715949557722 0.010373613797128201 0.07034310095514229
leaf_count=41 15 193 122 330 12 239 170 37 644 78 19 8 25 22 97 112 14 28 219 55 78 55 216 36 109 47 50 6 1 43
internal_value=0 -0.000136972 -8.10341e-05 0.000384354 0.000528679 -4.16491e-05 -1.54308e-05 1.13405e-05 -0.000846123 4.63594e-05 7.52545e-05 0.000678682 0.000100019 0.000124242 2.00463e-05 8.43454e-05 -0.000739134 0.00015288 0.000452821 0.000712703 5.00413e-05 0.000144424 0.000474392 -0.000168138 -4.64219e-05 -0.000512018 -0.000222805 0.000582662 -0.00106711 -7.96394e-05
internal_weight=0 3.21056 2.97582 0.50351 0.461045 2.86771 2.81349 2.76025 0.234735 2.67344 2.61481 0.425244 2.56733 2.51839 1.91205 1.8154 0.139479 1.67592 0.606335 0.260086 1.41583 1.21227 0.589713 0.622554 0.566937 0.203567 0.481349 0.557579 0.0868105 0.0987194
internal_count=3121 2756 2028 365 350 1906 1713 1543 728 1303 1225 338 1206 1169 928 831 126 705 241 80 625 550 300 250 214 75 159 222 240 84
is_linear=0
shrinkage=0.00140032


Tree=614
num_leaves=31
num_cat=0
split_feature=31 39 42 2 131 0 4 52 0 48 44 1 3 14 1375 15 12 402 15 51 9 133 43 4 43 51 49 51 52 0
split_gain=0.0119175 0.0114895 0.0138876 0.0149435 0.0129302 0.0124411 0.0242779 0.0276257 0.0228648 0.0221906 0.0249401 0.0274167 0.0217375 0.0207116 0.0220859 0.0211391 0.0175734 0.0263325 0.0217709 0.0221117 0.0170693 0.0195487 0.0212892 0.0198279 0.0171023 0.0159962 0.0157728 0.0173356 0.0151397 0.0224899
threshold=-1.0000000180025095e-35 0.16946000000000003 -0.26584999999999998 0.17025000000000004 0.11832500000000001 -0.062294999999999996 -0.49405499999999997 0.10347000000000002 -0.10607499999999999 0.12879500000000002 1.0000000180025095e-35 1.0000000180025095e-35 0.11296500000000002 0.062655000000000016 1.0000000180025095e-35 -0.095869999999999983 0.091840000000000019 -0.50169499999999989 0.088235000000000022 0.12547500000000003 0.091600000000000015 0.083950000000000011 -0.085254999999999984 0.36766000000000004 -0.083134999999999987 -0.21316999999999997 0.10247500000000002 0.11144500000000002 -0.066844999999999988 -0.13027499999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 8 7 -7 9 10 11 12 -4 14 15 28 18 -18 19 20 21 23 -23 -10 -24 -15 27 -8 -13 -30
right_child=1 -3 3 -5 -6 6 26 -9 16 -11 -12 13 -14 25 -16 -17 17 -19 -20 -21 -22 22 24 -25 -26 -27 -28 -29 29 -31
leaf_value=0.0036032047739749766 -0.0035981250081032244 0.0036031115498151721 -0.0035979242066746138 0.0035856942404088534 -0.0033802480783176616 -0.0030524282731912494 0.0010875983548547879 0.0011454429778618362 -0.0031450927901184875 -0.0019985274151632692 -0.003429441013498946 -0.0014780195944366513 0.0012268608931468806 0.0031354069191201115 -0.0013374235900926582 0.0023801208962405179 0.003322575090765288 -0.0029849650545320243 0.0010435049727930553 0.002151674320049631 0.0015151596713348071 -0.002965017381281266 0.0032626070275714025 0.0035951241251023108 -0.0016595569491665092 -0.0035984003916779057 0.003464383283613631 -0.0024105989320750828 0.0023979688594485608 -0.0008811484826447885
leaf_weight=0.011424295529195549 0.014562338611994963 0.010824982794474747 0.032533011778013488 0.014241987768400466 0.015425689934545406 0.044802393710597244 0.18865468371473104 0.036823384965828154 0.10566569397815329 0.052534108644522348 0.020264285998564446 0.036556718856445514 0.019111569636152126 0.0058472694213378409 0.039477376058130176 0.16949112642578257 0.0095326481496158522 0.081393965431857396 0.082941714208800477 0.023781186798146337 0.021333471850084607 0.023486147570224603 0.023708382438144326 0.0059434248678371651 0.014771071045629469 0.020471352033609946 0.031773292133721043 0.020221566257532686 0.07223936614991544 0.043027464993429021
leaf_count=86 18 21 85 51 89 125 270 18 558 34 31 23 6 9 32 142 4 582 247 27 11 158 55 24 165 74 52 23 78 23
internal_value=0 -8.04293e-05 -0.000111811 -7.13917e-05 -0.000113334 -7.2242e-05 0.000533495 -0.00115867 -0.00028816 0.000212047 0.000465044 0.000644914 -0.00181247 0.000972754 0.00119707 0.00150847 -0.000939995 -0.00232369 -0.000522881 -0.00111696 -0.00151577 -0.00188829 -0.000271104 -0.00278616 0.00137314 -0.00210233 0.00110746 0.000748934 0.000535376 0.00117392
internal_weight=0 1.28144 1.27062 1.25605 1.24181 1.22639 0.322275 0.0816258 0.904111 0.511554 0.45902 0.438755 0.0516446 0.387111 0.360792 0.321315 0.392558 0.0909266 0.301631 0.218689 0.194908 0.173575 0.0619656 0.111609 0.0384795 0.0263186 0.24065 0.208876 0.151824 0.115267
internal_count=3121 3035 3014 2996 2945 2856 488 143 2368 537 503 472 91 381 298 266 1831 586 1245 998 971 960 378 582 220 83 345 293 124 101
is_linear=0
shrinkage=0.00359063


Tree=615
num_leaves=31
num_cat=0
split_feature=3 39 484 150 1213 475 1 12 3 15 151 2 48 48 1374 0 457 49 457 15 1 4 128 4 43 0 43 43 50 50
split_gain=0.0545425 0.0527368 0.0478685 0.0800892 0.0535242 0.0671926 0.0415422 0.0511851 0.0472911 0.0570957 0.044729 0.040079 0.0451096 0.0450324 0.0696412 0.0706336 0.0484859 0.0539001 0.0450156 0.0593068 0.0495758 0.0438772 0.0427244 0.0441839 0.0429473 0.0514695 0.119642 0.0453703 0.0437257 0.0521443
threshold=0.30112000000000005 0.14059500000000003 -0.0068949999999999992 0.10194500000000001 -1.0000000180025095e-35 -0.086004999999999984 0.12811000000000003 0.11650500000000001 -0.073884999999999992 -0.074054999999999996 -0.5145249999999999 0.11928500000000002 0.12737000000000001 0.093265000000000015 -0.094929999999999987 -0.10607499999999999 0.045365000000000009 0.0093850000000000027 -0.078789999999999985 -0.11713499999999999 1.0000000180025095e-35 -0.022844999999999997 0.086435000000000012 0.27834500000000006 -0.083134999999999987 -0.077999999999999986 -0.08756499999999999 0.016310000000000002 0.10030500000000002 0.102455
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 -1 5 -4 7 10 -8 -10 -6 12 13 14 -12 18 17 -15 -16 -20 -21 -22 23 24 25 26 -17 28 -26 -30
right_child=1 -3 4 -5 6 -7 8 -9 9 -11 11 -13 -14 16 15 22 -18 -19 19 20 21 -23 -24 -25 27 -27 -28 -29 29 -31
leaf_value=-0.00088073851174294885 0.00096271339988313954 -0.0010614668767898855 0.0011784581332059758 0.00085450380099598411 -0.0011068403519394069 -0.0010782857217282731 0.0011776680439416392 -0.0008120012063243205 0.00095395860378850875 -0.00033561719190657941 -0.0010876316333362018 0.00055256449356795925 -0.0011904699995724313 -0.00046059874086674821 -0.00072216532508550505 -0.001174646041143477 0.001182251833806144 0.00075731749358201594 -0.00040242894385335342 -0.00033079181085534954 -9.5462165457785306e-05 0.00091760957588663851 -0.0011797749034553745 0.0011746622889925458 -0.00068597464848340424 0.00046847366267508734 0.00085596962465245101 0.00011131270448392734 0.0011725307024126777 -0.0011743656685029495
leaf_weight=0.21062649381474408 0.11763618466920878 0.020795002696104348 0.021234890446066856 0.044177083022077568 0.051481424219676053 0.12323653833209514 0.079201475571608171 0.11939056859046093 0.072326527302720933 0.1353430670860688 0.090578750885473958 0.16592169215255115 0.046174219089152646 0.10685065333382215 0.055578487241291441 0.10221705715775897 0.081004144754842855 0.09358391984278569 0.10715855165472021 0.071592092332141699 0.072023465581878554 0.31720506214333 0.05846694982574252 0.03342068214988092 0.43661154658001444 0.23277747035536134 0.065275752313027624 0.19297564664520905 0.039093809318728745 0.019471706232252473
leaf_count=486 130 2 4 11 46 469 28 69 86 38 30 126 15 75 20 152 18 43 56 29 35 91 99 37 574 96 39 147 4 66
internal_value=0 0.000658643 -9.237e-05 -0.000579887 -5.08271e-05 -0.000746582 -1.55051e-05 -6.29069e-05 0.000407312 0.000113512 -2.62452e-05 -2.94911e-06 -4.44294e-05 -2.01094e-05 -8.50806e-05 -3.47388e-05 0.00041723 0.000108053 0.00028426 0.000382741 0.000565324 0.000730149 -0.000203266 -0.000152373 -0.00019312 0.000112063 -0.000383269 -0.000370633 -0.000558452 0.000392241
internal_weight=0 0.138431 3.245 0.254804 2.9902 0.144471 2.84572 2.55885 0.286871 0.20767 2.43946 2.38798 2.22206 2.17589 1.89445 1.80387 0.281439 0.200435 0.623558 0.567979 0.460821 0.389229 1.18031 1.12184 1.08842 0.40027 0.167493 0.688153 0.495177 0.0585655
internal_count=3121 132 2989 497 2492 473 2019 1867 152 124 1798 1752 1626 1611 1475 1445 136 118 231 211 155 126 1214 1115 1078 287 191 791 644 70
is_linear=0
shrinkage=0.00117172


Tree=616
num_leaves=31
num_cat=0
split_feature=1213 475 151 1348 1456 452 4 480 11 1 1374 4 156 48 157 393 150 475 403 158 48 0 4 14 52 15 403 151 1 12
split_gain=0.0119373 0.0186381 0.0119115 0.0132806 0.0141881 0.0154761 0.0118987 0.0158327 0.0149487 0.0233207 0.0153362 0.0180865 0.0162852 0.0211091 0.0173483 0.0161547 0.015016 0.0168983 0.0147291 0.0148675 0.014358 0.0141226 0.0124737 0.017621 0.0181768 0.0225623 0.0185421 0.0150451 0.0136592 0.0174445
threshold=-1.0000000180025095e-35 -0.086004999999999984 -0.5145249999999999 0.090205000000000021 -1.0000000180025095e-35 0.085195000000000007 0.51303500000000013 0.084710000000000021 0.088215000000000002 0.12205500000000001 0.093235000000000012 0.27287000000000006 0.10499000000000001 0.13723000000000002 -0.084489999999999996 0.091220000000000009 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.083259999999999987 0.094850000000000004 0.12737000000000001 -0.23091999999999999 -0.0024449999999999997 0.076175000000000007 0.11434500000000002 -0.036009999999999993 0.096440000000000012 -0.14122499999999996 0.094385000000000011 -0.029094999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -2 4 5 -4 7 8 10 -10 11 12 13 14 -6 18 -13 -18 -16 20 21 -20 23 24 26 -26 -23 -24 -29 -30
right_child=2 -3 3 -5 6 -7 -8 -9 9 -11 -12 16 -14 -15 15 -17 17 -19 19 -21 -22 22 27 -25 25 -27 -28 28 29 -31
leaf_value=0.0033894592388256707 -0.0028705900433866321 -0.0028158363011419924 -0.0033875047489627854 0.0033299099610480448 -0.0028100053783942998 0.0033991205770208767 0.0033855705173694108 -0.0026357468567105402 -0.003137153648205306 0.0025762024293019734 -0.0024608909965657347 -0.0017781131381232156 -0.0030404992529151431 0.0028189241535060273 -0.0023860500815666031 -0.0030373115200366357 -0.001402721031483899 0.0032970017773161285 0.002161743184225857 -0.0026448085983263596 -0.002605564908692154 0.0013045101255624041 0.0025705820593920907 -0.0029774463984149338 0.0023026378832836439 -0.0025895382393892278 -0.0014911815321516063 -0.00097998716448093829 -0.0017513539699489898 0.0010785578337991397
leaf_weight=0.0065874529536813489 0.0161577724811649 0.034895787559662605 0.02447228607411478 0.014002359091136785 0.023136063703304122 0.0045642135664820662 0.012288792726621867 0.024799356628307012 0.034939202832447225 0.010678847043891437 0.024640421002004476 0.011039666380384006 0.018337382402478397 0.033452823779953178 0.024131717188765056 0.017767772049410269 0.010539345235883957 0.051840989884794908 0.050436668585461142 0.01926660861261098 0.018270617258167476 0.33979324423557866 0.021467996091814712 0.014467543694081542 0.015603142565169037 0.035004647241748899 0.029518907432247943 0.17766658512732958 0.032352587531931931 0.10880561442718317
leaf_count=4 50 487 256 33 108 1 119 210 80 15 39 8 90 29 271 86 13 138 16 73 13 511 13 31 26 69 41 206 29 56
internal_value=0 -0.00183045 1.52071e-05 5.39577e-05 1.53874e-05 -0.00232072 7.38512e-05 3.83996e-05 9.74448e-05 -0.0017997 0.000177761 0.000239512 0.000118099 0.000178361 8.31416e-05 0.000157141 0.00185925 0.00250297 0.000221145 0.000294078 0.000361215 0.000426909 0.00031396 0.00069397 0.000820462 -0.00108121 0.00108105 -0.000171127 -0.00035574 0.00042996
internal_weight=0 0.0414832 1.21944 1.20329 1.18928 0.0290365 1.16025 1.14796 1.12316 0.045618 1.07754 1.0529 0.97948 0.961143 0.92769 0.904554 0.07342 0.0623803 0.886786 0.862654 0.843388 0.825117 0.77468 0.434387 0.41992 0.0506078 0.369312 0.340293 0.318825 0.141158
internal_count=3121 491 2630 2580 2547 257 2290 2171 1961 95 1866 1827 1668 1578 1549 1441 159 151 1355 1084 1011 998 982 678 647 95 552 304 291 85
is_linear=0
shrinkage=0.00338353


Tree=617
num_leaves=31
num_cat=0
split_feature=401 393 52 448 474 15 51 15 3 158 1374 483 1366 48 1374 151 1 48 48 51 51 132 48 375 1186 123 403 4 1 52
split_gain=0.011439 0.0115155 0.0116086 0.0134925 0.0126791 0.0129243 0.0201428 0.0169243 0.0209161 0.015471 0.0149935 0.0153328 0.0146685 0.0155295 0.0196049 0.0223298 0.0281301 0.0200983 0.0194037 0.0431283 0.017942 0.015257 0.0159633 0.0162633 0.015815 0.0150158 0.0141467 0.0214259 0.0173025 0.0343618
threshold=0.10711000000000001 -1.0000000180025095e-35 0.19022000000000003 -0.083859999999999976 -0.14697499999999997 -0.24436499999999997 0.11144500000000002 -0.18895499999999996 0.30112000000000005 0.084765000000000021 0.10637000000000001 0.088070000000000009 -1.0000000180025095e-35 0.093265000000000015 -0.094929999999999987 -0.0067699999999999991 0.083135000000000014 0.088965000000000002 0.12737000000000001 0.13095500000000002 0.087505000000000013 -1.0000000180025095e-35 0.084485000000000018 0.087005000000000013 0.091245000000000007 0.10129000000000001 -1.0000000180025095e-35 -0.15764999999999998 0.13075500000000004 -0.11592499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 -5 6 -6 -7 9 10 11 12 -9 14 -14 16 17 -16 -15 -20 21 -17 23 24 25 26 27 -23 29 -28
right_child=-2 2 -4 4 5 7 -8 8 -10 -11 -12 -13 13 18 15 20 -18 -19 19 -21 -22 22 -24 -25 -26 -27 28 -29 -30 -31
leaf_value=-0.0031912018445707981 -0.0031309753863077577 -0.0024606633138969207 -0.0011626186051054629 -0.0032050625305788264 0.0026258697711293846 -0.0024713123461864322 -0.0012187437369359873 -0.0023069039237448986 0.0031912340663259268 -0.0018516633865725994 -0.002884030397161202 -0.0031916008171784297 -0.0022180318536860299 0.0024377855551391179 -0.0031932511924881758 -0.0029146871802775177 0.0023854530250354564 0.001432485413401694 -0.0029461485359883605 0.0026323042871541648 -0.0031791983568907251 0.0025720963675022884 -0.0018841258790400115 -0.0031988858212298917 -0.003194018019010147 -0.0029667472507032481 -0.0031301500523148785 -0.0026827715219803257 0.0031317935960640262 0.00083847427500117501
leaf_weight=0.011455324076678042 0.01205572898936691 0.020461657631130614 0.078692583556062234 0.011314835530128797 0.048713507184742766 0.02542177574309723 0.019358691322850063 0.021741085122584214 0.022661498702291283 0.039895851786354797 0.015994659846910508 0.013121920303660772 0.033468556450315434 0.073707466754967754 0.018885996924836279 0.016489302324998123 0.094963328224821453 0.019312923363031587 0.027103085063572507 0.029341044628381496 0.017416887881722687 0.010931815457297489 0.035010286142551195 0.012855921999289421 0.011924732423267415 0.012219877360621467 0.023555203038767347 0.028327054514533545 0.029609281147713773 0.37952229601592624
leaf_count=58 141 48 349 51 216 65 15 31 70 254 23 151 43 99 88 196 130 10 23 22 99 7 27 12 22 6 168 334 14 349
internal_value=0 -9.70634e-06 2.08678e-05 0.000104519 0.000152547 0.000187673 0.00153252 9.73439e-05 0.000163433 9.23591e-05 0.00017616 0.000229977 0.000280065 0.000344369 0.000166735 0.000278988 0.00145603 -0.000854533 0.00136047 -4.63318e-05 7.75059e-06 0.000106791 0.000198383 0.000341638 0.000433389 0.00052273 0.000613082 -0.00121953 0.000779359 0.000606554
internal_weight=0 1.20348 1.19202 1.11333 1.09287 1.08155 0.0680722 1.01348 0.98806 0.965399 0.925503 0.909508 0.896386 0.874645 0.744493 0.711025 0.133162 0.0381989 0.130152 0.0564441 0.577863 0.560446 0.543956 0.508946 0.49609 0.484166 0.471946 0.0392589 0.432687 0.403077
internal_count=3121 2980 2922 2573 2525 2474 231 2243 2178 2108 1854 1831 1680 1649 1505 1462 228 98 144 45 1234 1135 939 912 900 878 872 341 531 517
is_linear=0
shrinkage=0.00318838


Tree=618
num_leaves=31
num_cat=0
split_feature=1 47 4 48 50 128 0 0 15 49 3 0 15 4 52 52 159 1 3 403 15 151 0 12 4 10 159 42 159 50
split_gain=0.0650041 0.0490451 0.056678 0.0565529 0.0504518 0.0450165 0.0449862 0.0618097 0.0495457 0.0435131 0.0462427 0.0587948 0.0422851 0.0422305 0.0552744 0.0449604 0.052706 0.0419521 0.0541708 0.0382063 0.0409239 0.0610479 0.0457235 0.0302222 0.0280276 0.029393 0.0267428 0.0257963 0.0293095 0.0481165
threshold=0.098700000000000024 0.087885000000000019 -0.033174999999999989 0.12879500000000002 0.11843500000000001 0.086435000000000012 -0.060129999999999996 -0.10011499999999998 0.095175000000000023 0.0065400000000000015 0.090900000000000009 -0.10224499999999999 0.083935000000000023 -0.49405499999999997 0.10347000000000002 0.11434500000000002 0.092630000000000018 1.0000000180025095e-35 -1.0000000180025095e-35 -1.0000000180025095e-35 0.090615000000000015 0.13982000000000003 -0.084269999999999984 -1.0000000180025095e-35 -0.17966999999999997 0.083760000000000015 0.083335000000000006 -0.085499999999999979 -1.0000000180025095e-35 0.089280000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 23 4 5 -4 7 8 9 10 11 17 24 14 -8 16 -15 -1 -19 -14 22 -22 -21 -2 -9 -26 -25 -3 -29 -30
right_child=1 27 3 -5 -6 -7 13 12 -10 -11 -12 -13 19 15 -16 -17 -18 18 -20 20 21 -23 -24 26 25 -27 -28 28 29 -31
leaf_value=-0.0013512751190560288 0.0013505561486917576 0.00058424105285813746 0.0010118641326279346 -0.00055054834644984656 -0.00065252243671337087 -0.00050538124427891953 -0.0011124309859871038 0.0013583140663552494 -0.0013607572501469815 -0.0011043024937450073 0.00070291458704332347 0.00088088441540256702 -0.0013467815361965618 0.00094550742286678363 0.00042714219109708134 -0.00058961150342933867 -0.00047576531833512845 0.00068660026657023691 -0.00052306012707401656 -0.0013483054368381539 -0.0011872841185240324 0.0013557106363669461 0.00069527492446304546 -0.00083708823082679381 -0.0011183467905167264 0.0013520497047787836 0.00073751925572808591 -0.0013495828414125453 -0.00037380507888935154 0.0011443765099943171
leaf_weight=0.061619378055183915 0.017174708544189343 0.070856056241609622 0.42910054881576776 0.067595147935207933 0.042050382107845508 0.038613069395069033 0.09298852380925382 0.009024936705827713 0.05000014679171727 0.056640319211510359 0.18083354621194303 0.089037072128121397 0.051369862198043625 0.22054144881531135 0.077415166560967918 0.066543478373205289 0.060160912336868932 0.098794760424425476 0.20880910556297749 0.023481478041503578 0.089259990476421081 0.021154467482119799 0.12768345670701842 0.10667275759624317 0.30429392266432831 0.0089825191535055637 0.023921373882330954 0.042809437794858241 0.27221810479022679 0.043919681091210805
leaf_count=47 26 15 414 11 23 12 74 1 43 97 37 15 496 113 18 33 27 70 37 67 220 3 83 116 816 2 12 45 119 29
internal_value=0 0.000202344 0.000415881 0.00060625 0.000759642 0.000886605 -0.000202606 -0.00032945 -6.66405e-05 2.63634e-05 0.00012657 -0.000100861 -0.000637968 0.000135787 -0.000412996 0.000405091 0.000640896 -0.000337606 -0.000134547 -0.000285563 -7.71572e-05 -0.000700068 0.000377832 -0.000327922 -0.000980147 -0.00104751 -0.000548662 -0.000157918 -0.00030442 -0.000162891
internal_weight=0 1.15493 0.725128 0.577359 0.509764 0.467714 1.89863 1.38098 0.745734 0.695734 0.639094 0.45826 0.635251 0.51765 0.170404 0.347246 0.280702 0.369223 0.307604 0.312949 0.261579 0.110414 0.151165 0.147769 0.322301 0.313276 0.130594 0.429803 0.358947 0.316138
internal_count=3121 822 614 460 449 426 2299 2034 346 303 206 169 1688 265 92 173 140 154 107 869 373 223 150 154 819 818 128 208 193 148
is_linear=0
shrinkage=0.00134594


Tree=619
num_leaves=31
num_cat=0
split_feature=1 128 50 12 38 454 51 14 1 0 3 43 43 133 15 2 130 132 49 2 1374 50 2 4 0 51 47 1 51 151
split_gain=0.0395724 0.0448416 0.0471739 0.0331426 0.0397217 0.0329158 0.0334976 0.0377538 0.0424834 0.0573929 0.0574259 0.040532 0.0607372 0.0518055 0.0456411 0.0452401 0.0399223 0.0361601 0.0364832 0.0458597 0.0466611 0.0368019 0.0466679 0.0343156 0.0325129 0.0270151 0.025492 0.0437739 0.0374385 0.0352026
threshold=0.10752500000000002 0.086435000000000012 0.10647500000000001 -0.064509999999999984 0.13905500000000001 -1.0000000180025095e-35 -0.10748999999999999 0.076175000000000007 1.0000000180025095e-35 -0.059114999999999994 -0.084074999999999997 -0.083134999999999987 0.016310000000000002 -0.11008499999999999 0.083935000000000023 0.073895000000000002 0.15486500000000003 0.079970000000000013 -0.088694999999999982 1.0000000180025095e-35 -0.094929999999999987 0.10030500000000002 -0.0091949999999999983 -0.49405499999999997 -0.014954999999999998 0.09364500000000002 0.13148500000000005 0.14089500000000002 0.123935 -0.40381499999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 4 -2 -1 -7 8 9 10 16 14 15 -14 -12 -13 -8 18 -10 21 -21 22 -20 -11 26 -22 28 -28 29 -5
right_child=3 -3 -4 24 -6 6 7 -9 17 23 11 12 13 -15 -16 -17 -18 -19 19 20 25 -23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=-0.0011834041908648813 0.0011335166005806134 -0.0013506931812627011 -0.0013483837102906161 -0.0012325231856924299 -0.00136383758336836 -0.0010216365652356016 -0.0013488326744811171 -0.0013221336685143874 -0.00087925250627469476 -0.00034268911383856669 -0.00048982006526956002 0.001362922581446291 -0.001347663222288486 0.00095167920253966937 0.0012673624697892259 -0.001351006774976709 0.00093311977419150924 0.0011987693946944927 0.00014574258705974779 -0.00049751325225686773 0.0008887308386014602 0.0010577511364325204 -0.0011317327888200888 0.00054903155457413548 0.0012463174043887094 -0.00019120215414111864 -0.0013531573850485933 0.00027009003820822696 -0.00062280053588991162 0.00046011239424503266
leaf_weight=0.047987065520829097 0.1058746997068738 0.055513780403543822 0.05514124436149348 0.023863995884312317 0.012948830612003803 0.062326111229140557 0.14941884441441244 0.03915651625720773 0.056852845431421883 0.12166060260824452 0.047181297748465578 0.012303252704441991 0.024129557962623949 0.067149852658985765 0.061921560862174374 0.11639009529380928 0.015311748255044222 0.065672270335198846 0.115236711466423 0.067355111328652129 0.28585688935163489 0.035263184970972361 0.094112229480742826 0.2187395203127378 0.040674606524589652 0.049182837221451337 0.060753568937798264 0.059638029284542426 0.09068339949590154 0.33090955199804739
leaf_count=56 208 178 244 12 1 201 497 70 28 29 38 1 93 53 19 407 2 32 53 15 142 21 231 94 62 27 29 14 33 231
internal_value=0 -0.000159175 -0.000122597 0.000211358 0.000861367 -8.4044e-05 -5.31067e-05 -1.63638e-05 1.55176e-05 -0.000194883 -0.000487996 -0.000163252 -0.00049592 0.000343852 0.000507473 -0.00109155 -0.00113672 0.000243601 0.00015448 0.000245315 0.000524698 -0.000214279 -0.000428543 0.000230326 8.40149e-05 0.0007302 4.65646e-07 -0.000549054 0.000148982 0.000346257
internal_weight=0 1.86386 1.80835 0.725347 0.118824 1.75321 1.70522 1.64289 1.60374 0.834206 0.493806 0.329076 0.219973 0.0912794 0.109103 0.128693 0.164731 0.769532 0.70386 0.647007 0.402395 0.244612 0.209349 0.3404 0.606523 0.33504 0.565849 0.120392 0.445457 0.354774
internal_count=3121 2531 2353 590 209 2109 2053 1852 1782 1233 1110 611 554 146 57 408 499 549 517 489 184 305 284 123 381 169 319 43 276 243
is_linear=0
shrinkage=0.00134594


Tree=620
num_leaves=31
num_cat=0
split_feature=1 484 150 1456 15 1374 0 0 4 52 3 3 2 48 159 0 16 39 1 52 160 1 129 403 1 133 3 15 16 132
split_gain=0.0627696 0.061699 0.0601665 0.0507981 0.0668756 0.0488467 0.0562782 0.0448511 0.0778285 0.0649699 0.0516295 0.0420617 0.0789378 0.0417761 0.034809 0.0346337 0.040207 0.0511724 0.0389077 0.0385181 0.0316444 0.0306672 0.0302819 0.0644465 0.0388723 0.0568031 0.0599649 0.0687245 0.047449 0.0430871
threshold=0.094385000000000011 -0.0068949999999999992 0.080470000000000014 0.085665000000000005 -0.24436499999999997 -0.094929999999999987 -0.23091999999999999 -0.060129999999999996 -0.49405499999999997 0.10347000000000002 0.084940000000000015 -0.097174999999999984 0.10855000000000002 0.12879500000000002 0.082105000000000025 -0.23194499999999998 0.033715000000000009 0.16946000000000003 0.13657000000000002 -0.012164999999999999 -1.0000000180025095e-35 0.111945 0.08888500000000002 0.092070000000000013 1.0000000180025095e-35 0.083950000000000011 -0.084074999999999997 0.083935000000000023 -0.087989999999999985 0.082230000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 21 -3 -7 10 9 -9 14 -10 -13 -4 22 -6 18 -18 19 -17 -21 -2 24 -24 25 -8 -27 -28 -26 -30
right_child=2 5 13 -5 15 6 7 8 11 -11 -12 12 -14 -15 -16 16 17 -19 -20 20 -22 -23 23 -25 28 26 27 -29 29 -31
leaf_value=-0.0012015966627830523 6.1613554040433656e-05 -0.0012103967531974604 0.00079584230996931514 -0.0011442857458109821 -0.0010828571780865119 0.0010141757010684587 -0.0011985292281582358 -0.0010591080942828227 0.00083170858721837127 0.00032508162278345953 0.0002375062967714518 0.00067449095608230559 -0.001202272576247293 -0.00031978266007296374 -0.0011359010538721799 0.0008790924278998057 -0.00060751995817029034 0.0012040528093229263 0.0011187660513668808 -0.00087564237450052666 4.3865654850287333e-05 0.0010205793717019268 -0.0011974109134781151 0.0010190368850975901 0.00064462509924314399 -0.0011983845048524012 -0.00078399588608219417 0.00066725658179845563 -0.00055372361165556094 0.00078970785287211566
leaf_weight=0.084613921098480094 0.075472270651516515 0.060907459181180346 0.25670106600045972 0.053128338826354482 0.047768710792297275 0.060175513237481826 0.16725585366839324 0.11320897324185353 0.19743475065479288 0.084656876621011179 0.21667102663195692 0.085131825304416098 0.051304467997397296 0.058956467124517076 0.085483821714660735 0.06780819859341114 0.22768037741298031 0.024687907134648412 0.053053516596264672 0.062589298122474935 0.36656278086411542 0.12914248739616596 0.027187430746380414 0.060298137799691176 0.087401262815546943 0.077358400296361651 0.08118089986146515 0.10945007226291636 0.24113096401742951 0.039717970234050881
leaf_count=397 31 38 214 24 17 19 512 43 48 18 34 19 79 13 162 47 209 8 25 37 133 185 107 19 70 136 126 98 235 18
internal_value=0 -0.00020364 0.000127156 -3.99625e-06 5.34399e-05 -0.000157896 -0.000121984 -0.000161621 0.000127068 -0.000466883 -0.000290279 0.000479068 -3.1233e-05 0.000587473 -0.000407391 -9.41994e-05 -3.5341e-05 -0.000430303 0.000145883 4.20222e-05 -9.02392e-05 0.000666864 -0.000337496 0.000330243 -0.0004102 -0.000652001 -0.000310905 4.92354e-05 -0.000124408 -0.000363734
internal_weight=0 1.93057 1.42355 1.10789 1.05477 1.84596 1.78505 1.72487 0.531737 0.197866 1.19314 0.333871 0.136436 0.315658 0.976465 0.850151 0.802382 0.252368 0.550014 0.49696 0.429152 0.204615 0.890981 0.0874856 0.803495 0.435245 0.267989 0.190631 0.36825 0.280849
internal_count=3121 2178 943 716 692 1781 1743 1724 207 61 1517 146 98 227 1483 476 459 217 242 217 170 216 1321 126 1195 872 360 224 323 253
is_linear=0
shrinkage=0.00119516


Tree=621
num_leaves=31
num_cat=0
split_feature=123 133 2 124 457 484 15 31 13 43 133 43 52 0 1375 3 3 13 52 1 457 52 394 0 130 15 49 1 16 1186
split_gain=0.0637884 0.054635 0.0560553 0.0523492 0.0539927 0.0567866 0.0606559 0.0451084 0.0463146 0.0538697 0.0593412 0.0648482 0.0508197 0.0474653 0.0429287 0.0442979 0.04463 0.0495228 0.0421832 0.0408931 0.0397674 0.0372679 0.0318378 0.035738 0.0325266 0.0490416 0.0315826 0.0494569 0.0413248 0.0305415
threshold=1.0000000180025095e-35 0.085075000000000026 0.11747 0.14970500000000003 0.080930000000000016 -1.0000000180025095e-35 -0.24436499999999997 -1.0000000180025095e-35 -0.094514999999999988 -0.083134999999999987 -0.032969999999999992 -0.084154999999999994 0.10160000000000001 -0.084269999999999984 -0.43996499999999994 0.090900000000000009 -0.080634999999999984 -0.080759999999999985 -0.010034999999999999 0.111945 -0.22896499999999997 -0.087769999999999987 -0.50204999999999989 -0.26609999999999995 -0.082104999999999984 1.0000000180025095e-35 0.090000000000000011 0.090475000000000014 -0.51370499999999997 0.088465000000000016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 18 4 5 -1 19 -8 12 10 -10 -12 13 26 -6 16 17 -16 21 -7 -11 -2 -22 -24 29 -26 27 28 -9 -25
right_child=1 -3 -4 -5 14 6 7 8 9 20 11 -13 -14 -15 15 -17 -18 -19 -20 -21 22 -23 23 24 25 -27 -28 -29 -30 -31
leaf_value=-0.0011481879261252116 -0.00065286177773787478 0.0011164050066018688 0.0012928008405223668 0.00085335062499296462 -0.00076994088212501907 -0.00033099809608314203 0.0013328427275852864 0.00049811506264864488 0.00083412962515340265 0.00093264518992335771 -0.00056573232361218436 0.0010335309940836667 -0.00095625518523819689 0.00076992292502998201 -0.0010757772576348761 0.0006901173816715408 -0.0012267785173282627 0.00064024454906114756 -0.0010251680080644485 0.00097139060550655411 0.0010115689284471065 0.0013226818486067489 0.001331821959548996 -0.00087541551432038039 -0.00069985561390004266 -0.0012919816433104693 -0.0010680188210527182 0.00049897268127852457 -0.0011440658324407495 0.00098232398608829696
leaf_weight=0.2037801312480968 0.032996969515806995 0.089458530927004176 0.039232670187629992 0.058325354388216399 0.099082612581696594 0.081263072002913606 0.023728391912302693 0.038746591657400131 0.073067771769274259 0.023763467470419797 0.51799581061095523 0.048261176310918752 0.11220235752989538 0.11446202563093066 0.040487967431545258 0.17579325906262966 0.055240211262571282 0.1058079161302885 0.09582674158446014 0.086833244447916513 0.016818363459609187 0.033515097220515599 0.013326731510462042 0.029625774230228719 0.74544823472931832 0.3617358728806721 0.061613333127752412 0.1462629094676231 0.085693995340989204 0.032110073807416484
leaf_count=467 17 129 53 17 13 23 11 7 30 8 399 24 46 34 41 65 28 53 37 123 9 29 2 37 570 708 22 57 58 4
internal_value=0 0.000258189 -0.000122692 -0.000385847 -0.000407795 -0.000477282 -0.000424959 -0.000477676 -0.00049542 -0.000595413 -0.000285019 -0.00042943 -0.000162312 3.70757e-05 3.04281e-06 0.00020602 -0.000216242 0.000165329 -0.000464776 0.000341775 -0.000757694 0.000342605 -0.000791194 -0.000816839 -0.000841336 -0.000893313 -0.000215344 -2.12709e-05 -0.000632746 9.08327e-05
internal_weight=0 0.29103 0.201571 3.35148 3.29315 2.81674 2.61296 2.44486 2.42113 1.86215 0.639325 0.566257 0.558981 0.446779 0.476412 0.377329 0.201536 0.146296 0.162339 0.168096 1.22283 0.0665121 1.19907 1.18225 1.16892 1.10718 0.332317 0.270703 0.124441 0.0617358
internal_count=3121 265 136 2856 2839 2639 2172 2026 2015 1791 453 423 224 178 200 187 122 94 83 146 1338 46 1330 1321 1319 1278 144 122 65 41
is_linear=0
shrinkage=0.00131955


Tree=622
num_leaves=31
num_cat=0
split_feature=12 50 49 1 50 158 160 3 15 3 52 2 403 132 13 133 448 15 47 151 16 124 15 41 1 4 4 0 1 43
split_gain=0.0537182 0.0625425 0.0604433 0.0555226 0.0597242 0.051778 0.0516545 0.0536214 0.0685662 0.106204 0.0893638 0.0574444 0.0622633 0.0509273 0.0511994 0.0659696 0.0667789 0.0631728 0.0671226 0.0577441 0.0680233 0.054786 0.0487817 0.0604985 0.0428034 0.0662626 0.0367574 0.0360789 0.063886 0.0352754
threshold=0.084100000000000022 0.10647500000000001 -0.24768999999999997 0.13075500000000004 0.10030500000000002 1.0000000180025095e-35 0.083670000000000008 -0.10519499999999998 0.088235000000000022 0.10732000000000001 0.091820000000000013 0.11293500000000002 -1.0000000180025095e-35 0.081465000000000024 -0.073839999999999975 -0.0061299999999999992 -0.081729999999999983 0.035560000000000008 0.077555000000000013 -0.086654999999999982 -0.10850999999999998 -0.51664499999999991 0.079055000000000014 0.079300000000000009 0.093575000000000019 0.033845000000000007 0.055260000000000011 -0.23091999999999999 0.086560000000000012 -0.084154999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 -1 4 5 6 7 22 9 -9 11 12 -10 14 15 -4 -17 18 19 -16 -21 -18 23 -2 27 -26 -8 -22 -29 -23
right_child=1 -3 13 -5 -6 -7 26 8 10 -11 -12 -13 -14 -15 17 16 21 -19 -20 20 24 29 -24 -25 25 -27 -28 28 -30 -31
leaf_value=-0.0011273727583355436 0.0007284799339941164 -0.001222763174726019 -0.0011278746384946906 0.00073516533850637156 0.0009302181261621632 -0.0011608659284364738 0.00083691513670301201 -0.0010644199308783022 -0.001220806287913076 0.00038787769154011718 -0.001221310334793637 -0.0011605315579315953 0.00077274014442539607 0.00080576965602704726 0.0009478227273668669 -0.0012294220843417625 -0.001243160284867123 -0.00090589473820902242 -0.00042161646708103171 0.00090141796134804864 0.0003812831240916488 -0.00072604341451412376 -0.00077365919356759327 -0.00045255517979853277 0.00090327079525885298 -0.00053924345737612072 -0.0005097342284825782 -9.004990939805853e-05 -0.0012277114735998356 0.00099689089713556013
leaf_weight=0.059818801615619921 0.18653446984171695 0.087754100926758727 0.035760089851464727 0.095578302305511786 0.063742052891029632 0.091899077025118348 0.10767156558267732 0.37682783309810508 0.02651368989245384 0.093372593146341387 0.074581307580956491 0.034635022995644249 0.19104904810774315 0.14715632295337844 0.13369291516573811 0.02705112895637285 0.019009090960025787 0.11821216958378489 0.35028350083484838 0.12300482240425437 0.084381727385334226 0.018826084237844043 0.076912938264285913 0.098490465199574828 0.12636370584732504 0.075658089670469053 0.04182246039272286 0.19550222395082695 0.11740845128224464 0.28506315629783774
leaf_count=21 114 239 53 54 35 206 64 798 101 14 251 10 83 105 56 7 1 74 114 84 9 84 59 33 57 27 21 75 35 237
internal_value=0 -0.000221397 7.87677e-05 -0.000165054 -0.000223824 -0.000276356 -0.00021423 -0.000301225 -0.000477935 -0.000776022 -4.90202e-05 0.000297656 0.000529793 0.000117613 5.84001e-05 0.000449268 0.00061043 -5.54243e-05 2.79184e-05 0.00021187 7.56535e-05 0.000764566 8.78876e-05 0.000320373 -9.38286e-05 0.000363043 0.000460176 -0.000326146 -0.000516916 0.000890154
internal_weight=0 1.64738 1.91719 1.55963 1.46405 1.40031 1.30841 1.15892 0.796979 0.4702 0.326779 0.252198 0.217563 1.85737 1.71022 0.38571 0.349949 1.32451 1.2063 0.856012 0.722319 0.322898 0.361938 0.285025 0.599314 0.202022 0.149494 0.397292 0.312911 0.303889
internal_count=3121 2082 1039 1843 1789 1754 1548 1463 1257 812 445 194 184 1018 913 382 329 531 457 343 287 322 206 147 203 84 85 119 110 321
is_linear=0
shrinkage=0.00121906


Tree=623
num_leaves=31
num_cat=0
split_feature=9 139 1374 401 8 156 393 147 12 1 1446 2 159 15 15 1374 457 150 15 123 403 484 0 1 0 0 0 43 12 0
split_gain=0.0118516 0.0114493 0.0141757 0.0122532 0.0120464 0.0118285 0.0118389 0.0118864 0.0121477 0.020297 0.0124116 0.014317 0.0201179 0.0212511 0.0225719 0.0192467 0.0174979 0.0199037 0.0175979 0.0172569 0.0171939 0.0175254 0.0180071 0.0166476 0.0146114 0.0150866 0.0346918 0.0229503 0.0299085 0.0221204
threshold=-0.036024999999999995 -1.0000000180025095e-35 0.093235000000000012 0.10076500000000001 -1.0000000180025095e-35 -1.0000000180025095e-35 -1.0000000180025095e-35 -1.0000000180025095e-35 0.11650500000000001 0.12500000000000003 0.11581000000000001 0.098260000000000014 0.091530000000000014 -0.11713499999999999 -0.10653 -0.094929999999999987 0.088350000000000026 0.086615000000000011 -0.10324499999999999 1.0000000180025095e-35 -0.092474999999999988 -1.0000000180025095e-35 -0.23001499999999997 0.11392000000000001 -0.15350499999999997 -0.10011499999999998 -0.08824499999999999 -0.074359999999999996 0.090020000000000017 -0.084269999999999984
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 -3 -6 -7 -8 10 -10 11 12 13 23 -15 -16 17 18 -17 -13 -20 -22 -23 -9 -24 -26 -27 -28 29 -29
right_child=1 2 -4 -5 5 6 7 8 9 -11 -12 19 -14 14 15 16 -18 -19 20 -21 21 22 24 -25 25 26 27 28 -30 -31
leaf_value=0.0038223826013637592 0.0038159134464588571 -0.0038325063740032536 -0.0030185761345145881 -0.0036001260918512115 -0.0038129867445717857 -0.0038137521333059788 -0.0035638380918908163 -0.0033374829190148999 -0.0025972447221481445 0.0028086717438670118 -0.0038166411627622455 0.00055647790630995243 -0.0026360251407591176 0.0032236204295853139 -0.0026808715676188062 -0.0037447930390049938 0.0025193088576792762 -0.0026342577342660808 -0.0038118279442953401 0.0031815503598853758 -0.0038149321585864687 0.0037912417111682982 -0.0026880608446571536 0.0023477842680052299 0.0019164057669312068 -0.0038159561403547475 0.0016755739221760398 -0.0038141117806538695 -0.0038193259176712959 0.0018004931240979002
leaf_weight=0.011257881680421744 0.010723285578933095 0.012038868444505524 0.024325850059540355 0.014200101852679725 0.011708550261914197 0.011487861825798418 0.012903077302325427 0.041014232975384202 0.050341860260459614 0.012609995189905021 0.011021488752248731 0.35682377652017294 0.042102126610416235 0.035599561735579099 0.034070154065374503 0.015225231232760761 0.046007484822439437 0.036778858097022749 0.013485560657782947 0.040485360505954304 0.012889927757213204 0.025603971795134184 0.019905620789357981 0.009145673226157669 0.10085660117238038 0.028128978507082847 0.13560158226277852 0.012635346010710036 0.031270928046069457 0.052604745625800864
leaf_count=89 22 3 41 161 161 58 22 120 83 30 33 572 181 12 42 11 26 96 250 129 190 9 18 20 56 98 180 132 152 124
internal_value=0 -0.000104613 -0.000138222 -8.10967e-05 -3.98787e-05 -1.83936e-06 3.57031e-05 7.32714e-05 0.000113582 -0.00151438 0.000206642 0.000247314 -8.33275e-05 8.18077e-05 0.00028078 9.53788e-05 0.000273511 6.04673e-05 0.00028159 0.00082397 0.000423172 0.000559314 0.000697982 -0.00230089 0.000490111 0.000665309 0.000180446 0.000664757 -0.000755479 0.000713087
internal_weight=0 1.2616 1.25087 1.22655 1.21235 1.20031 1.1886 1.17711 1.16421 0.0629519 1.10126 1.09024 0.692927 0.650824 0.600665 0.565065 0.530995 0.484987 0.448208 0.397309 0.432983 0.419498 0.406608 0.0501599 0.381004 0.361098 0.260242 0.232113 0.096511 0.0652401
internal_count=3121 3032 3010 2969 2808 2805 2644 2586 2564 113 2451 2418 1717 1536 1396 1384 1342 1316 1220 701 1209 959 769 140 760 742 686 588 408 256
is_linear=0
shrinkage=0.00381041


Tree=624
num_leaves=31
num_cat=0
split_feature=31 15 480 40 401 1365 132 132 12 3 42 33 9 39 1429 1452 16 13 43 52 133 123 13 13 1 159 48 48 43 47
split_gain=0.0107212 0.010479 0.011728 0.0137161 0.0106472 0.0106726 0.0108915 0.0111396 0.0177996 0.0163648 0.0162398 0.0157348 0.018843 0.0141642 0.0136301 0.013201 0.0120628 0.0142714 0.0198182 0.0132076 0.0119295 0.0185102 0.0129739 0.0233393 0.0163705 0.022659 0.020713 0.0193738 0.0203955 0.0144516
threshold=-1.0000000180025095e-35 -0.49307999999999996 0.084710000000000021 -0.0095299999999999985 0.10711000000000001 0.088010000000000019 0.13401500000000002 0.079970000000000013 0.051320000000000005 -0.087784999999999988 -1.0000000180025095e-35 -0.0066799999999999993 0.088235000000000022 0.16946000000000003 -1.0000000180025095e-35 0.090425000000000019 -0.5224049999999999 0.016935000000000002 -0.27207999999999993 0.093665000000000012 -0.25159999999999993 0.084995000000000015 -0.53104499999999988 -0.43167499999999998 0.104035 0.091530000000000014 -0.08595499999999999 0.12879500000000002 -0.076124999999999984 0.087885000000000019
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 4 -4 5 6 7 10 -9 -10 13 -12 14 16 -13 20 -3 -18 -19 -20 -16 22 -22 -24 25 29 -26 28 -28 -25
right_child=1 2 3 -5 -6 -7 -8 8 9 -11 11 12 -14 -15 15 -17 17 18 19 -21 21 -23 23 24 26 -27 27 -29 -30 -31
leaf_value=0.003600834970440519 0.0035944388339398774 0.0033082625728399792 0.0034693910030580469 -0.0035948091288690314 -0.0035813233028244673 -0.0031036987009398914 -0.003567403277066796 0.0029907423470048682 0.0010247911443436873 -0.0035951211834761758 -0.0030592742661463544 -0.0025716808114102196 0.003005986814101207 0.0036046530592115113 -0.002162099036123247 -0.0035990700018077807 -0.0033212071136450179 -0.0028099001472382699 0.0017846360488831309 -0.0035943464600123841 -0.0022819479522234553 0.0034782037613141411 0.0032846662471055074 0.00014383508417196845 -0.0025533109513977523 -0.0035970676463652857 -0.00069036187199422424 -0.00045429963976825603 0.0027332486617552905 -0.0021871960078651449
leaf_weight=0.01020777044971044 0.0098477382050531359 0.0063860072696115813 0.0042078248266079745 0.022449499384379235 0.011037288307875204 0.014459434190939535 0.010926470746653538 0.041091129424785211 0.037854984951536608 0.013378888861325322 0.019854914975439564 0.024351898640247449 0.029266835391354107 0.007401291048154234 0.026514052243327701 0.011915438057144456 0.046490536211762579 0.034494773612550489 0.034588880089131635 0.0070919752802183203 0.026390270948467465 0.022752809625671944 0.031903383358439119 0.44244770384034737 0.019503071700455621 0.024210833607412496 0.02809065354813356 0.056127950192603748 0.11140870842314143 0.037170154341083617
leaf_count=86 62 4 8 221 136 30 54 70 83 62 22 133 37 2 49 70 410 86 87 39 9 85 17 825 15 97 34 28 165 95
internal_value=0 -9.44384e-05 -0.000124616 -0.00247973 -7.12813e-05 -3.80575e-05 4.341e-07 3.46099e-05 0.0012303 -0.000181623 -7.06899e-05 0.000102181 0.000172547 -0.00122597 7.64332e-05 0.000153346 -0.00150302 -0.00175349 -0.000796703 0.000869405 0.000207443 0.000285975 0.000192527 0.000279497 0.000146144 -0.000207902 0.000975309 0.0013271 0.00204384 -3.68187e-05
internal_weight=0 1.21362 1.20377 0.0266573 1.17711 1.16607 1.15161 1.14069 0.092325 0.0512339 1.04836 0.911909 0.892054 0.136453 0.862787 0.838435 0.129052 0.122666 0.0761756 0.0416809 0.82652 0.800006 0.777253 0.750862 0.718959 0.503829 0.21513 0.195627 0.139499 0.479618
internal_count=3121 3035 2973 229 2744 2608 2578 2524 215 145 2309 1681 1659 628 1622 1489 626 622 212 126 1419 1370 1285 1276 1259 1017 242 227 199 920
is_linear=0
shrinkage=0.00359063


Tree=625
num_leaves=31
num_cat=0
split_feature=151 4 11 1456 1211 474 48 156 1213 480 150 1456 48 157 12 13 13 13 403 3 159 403 0 0 160 0 0 16 52 12
split_gain=0.0104174 0.0132419 0.0159643 0.0149943 0.0139773 0.0137869 0.0145398 0.013588 0.0124279 0.0123281 0.0121515 0.0188427 0.0123732 0.0129931 0.0123739 0.0128007 0.0164077 0.0202592 0.0144994 0.0183462 0.0140909 0.0152403 0.0138331 0.0176422 0.0291707 0.0236689 0.0283497 0.0187784 0.0123411 0.0110715
threshold=-0.5145249999999999 0.27287000000000006 0.081790000000000015 0.091180000000000011 1.0000000180025095e-35 -1.0000000180025095e-35 0.12230500000000001 0.10499000000000001 -0.082704999999999987 0.084710000000000021 -0.22665999999999997 -1.0000000180025095e-35 0.13723000000000002 -0.084489999999999996 -0.14757499999999998 -0.091054999999999983 -0.086919999999999983 -0.084034999999999985 0.10301500000000001 -0.15121499999999996 0.091530000000000014 0.03138500000000001 -0.0058249999999999994 -0.10151999999999999 0.092070000000000013 -0.060129999999999996 -0.053834999999999994 -0.040964999999999994 -0.53060999999999992 0.10866500000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 5 7 -3 -7 8 -2 10 -10 -12 13 -13 -15 29 -17 -18 19 -19 21 22 23 27 25 28 -27 -21 -25 -16
right_child=1 3 -4 -5 -6 6 -8 -9 9 -11 11 12 -14 14 15 16 17 18 -20 20 -22 -23 -24 24 -26 26 -28 -29 -30 -31
leaf_value=-0.0029711757590582645 -0.0035222100713428071 -0.0035438768607598215 -0.0027347620356554282 -0.003240673056106418 -0.0035222741077167463 0.0022401637438450501 -0.0012099112482122638 -0.0031424593008391216 0.0026678895925994666 -0.0035228945652318829 -0.0035239602150313023 -0.0027922072237004224 0.0022436453420262804 -0.0029984667490828066 0.0013856157176520539 -0.0030610533892183075 0.0027949910833750089 0.0019035630423853522 -0.0035269747118238941 -0.00028776878583286524 -0.0029018057669333687 0.0015854605496060769 0.0018858364403311909 0.0031605486566689575 0.0022245348597837488 0.0030692927682272812 -0.0017789180916490117 0.0023208109849051218 -0.0033134215586168403 -0.0011474155815574347
leaf_weight=0.015025187981336896 0.012086168607651882 0.006628224626183509 0.028848091119925701 0.009356300717627164 0.01439970244655342 0.093517948336511725 0.018060380112729035 0.017073017488996811 0.022536840198881358 0.011693123538123018 0.0179095518362824 0.019585741048330996 0.032839349609275814 0.015607676082253996 0.14783842320502993 0.021769624644207064 0.031602639371953622 0.056303545643913488 0.014884126091828875 0.20474775710135873 0.02302735704040515 0.059740142091413873 0.033219412257498027 0.0038101383593126528 0.025318397706087126 0.021366609206779685 0.049738213067030634 0.041054337265449825 0.086194629231272302 0.024998641609272454
leaf_count=50 251 1 124 11 181 310 17 91 14 199 240 100 32 19 181 83 64 44 45 76 106 73 44 12 29 12 60 51 593 8
internal_value=0 -2.11758e-05 -0.000152688 0.00104916 -7.88896e-05 0.00138871 0.00168172 -2.9054e-05 2.5304e-05 6.96988e-05 0.000113729 5.19367e-05 0.000122032 4.29318e-05 0.000107408 0.000164734 -5.47911e-05 4.5738e-05 -9.45316e-05 -1.00202e-05 -0.000206551 -8.83754e-05 -0.000303211 -0.000471452 -0.00128809 -0.00184009 -0.000322057 0.000147921 -0.00303936 0.00101925
internal_weight=0 1.16576 1.03819 0.127563 1.00935 0.118207 0.111578 0.994945 0.977872 0.965786 0.954093 0.931556 0.913647 0.880807 0.861222 0.845614 0.672777 0.651007 0.619405 0.604521 0.548217 0.52519 0.465449 0.43223 0.186428 0.16111 0.0711048 0.245802 0.0900048 0.172837
internal_count=3121 3071 2732 339 2608 328 327 2427 2336 2085 1886 1872 1632 1600 1500 1481 1292 1209 1145 1100 1056 950 877 833 706 677 72 127 605 189
is_linear=0
shrinkage=0.00352023


Tree=626
num_leaves=31
num_cat=0
split_feature=1 52 0 4 52 3 2 159 150 1374 51 1 16 15 49 15 16 1 4 16 0 1375 2 3 160 12 124 133 151 484
split_gain=0.0362905 0.0429264 0.0424147 0.0573139 0.0492305 0.032305 0.0331374 0.0387839 0.0321144 0.0341519 0.0303402 0.0388147 0.0350805 0.0384647 0.0406883 0.0386003 0.0376147 0.0328411 0.0392594 0.0332052 0.0304634 0.0295748 0.0263665 0.0765094 0.0250601 0.0238133 0.0289041 0.0229391 0.0248019 0.0320256
threshold=0.094385000000000011 -0.43320999999999993 -0.060129999999999996 -0.49405499999999997 0.10347000000000002 0.090900000000000009 0.092875000000000013 0.082105000000000025 0.076925000000000007 0.093750000000000014 0.078435000000000019 0.077565000000000009 -0.51370499999999997 0.14654000000000003 -1.0000000180025095e-35 0.090615000000000015 -0.091354999999999978 0.092695000000000013 -0.084369999999999987 -0.0060749999999999997 -0.15350499999999997 -0.43996499999999994 0.10731 -0.116045 -0.40698999999999991 -0.064509999999999984 -0.51664499999999991 -0.25159999999999993 0.077805000000000013 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 5 4 -4 6 7 10 24 21 12 -12 -1 14 -14 16 -16 18 -18 -20 -21 -10 -5 -24 -3 26 -26 -27 29 -29
right_child=1 8 3 22 -6 -7 -8 -9 9 -11 11 -13 13 -15 15 -17 17 -19 19 20 -22 -23 23 -25 25 27 -28 28 -30 -31
leaf_value=0.00097144610592992905 -0.0014024782263009421 -0.0014039549553110668 -0.0011661211304734766 0.00090259718331149575 0.00040308240125025684 0.00028269670711617007 -0.001011265758015514 -0.0014032769056936778 -0.0004326511084047621 -0.00095040164803532822 -0.0014016828910543772 0.00090207968814203507 -0.0014034689108597793 0.0013657174657301977 -0.0014034736595539077 -0.0014039004905193294 -0.0014022414684704725 -0.0014096308721841103 0.00064910635657491065 0.0014144037244390127 -0.0014031731171281622 0.0010779609413043222 0.0013320208548023029 -0.001408069877607503 -0.0014110892152610366 -0.001268404233171662 0.00094966472788317519 -0.00085923096671026771 -0.0010973241682113784 0.00026667004036447537
leaf_weight=0.037434165344166104 0.032533101404624176 0.021375168117629073 0.087240910719629028 0.18099581832939315 0.071199063386302441 0.14442095239428454 0.15833674910777518 0.057162945039181068 0.029604062321595848 0.022530203830683604 0.017320912447303272 0.083352138074587856 0.084049260170559137 0.022168352414155379 0.040280680682826642 0.055464913777541369 0.02672135457441982 0.027479572025185917 0.18354142836415122 0.0098590468987822533 0.031777933620560361 0.17954611580807978 0.039249699620995671 0.040704713992454344 0.011274304706603289 0.025807511728999089 0.10380566809772063 0.055126929478319653 0.033021955634467304 0.48875989173302492
leaf_count=17 119 30 64 59 18 48 463 169 5 10 99 37 191 4 140 176 213 7 290 1 75 210 8 99 3 26 188 71 7 274
internal_value=0 0.00017975 -0.000169244 0.000203386 -0.000460959 -0.000328813 -0.000434586 -0.000299634 0.00023277 0.000687683 -0.00019779 0.000505715 -0.000334311 -0.00043586 -0.000522838 -0.000325527 -0.000138416 4.39789e-05 0.000202552 0.000392989 -0.000736011 0.000864142 0.000606754 -6.29567e-05 9.01854e-05 0.000134679 0.000718383 2.32294e-05 8.10095e-05 0.000152552
internal_weight=0 1.00338 1.39876 0.41939 0.15844 0.97937 0.834949 0.676613 0.970852 0.23168 0.61945 0.100673 0.518777 0.481343 0.459174 0.375125 0.31966 0.279379 0.2519 0.225178 0.041637 0.20915 0.26095 0.0799544 0.739171 0.717796 0.11508 0.602716 0.576909 0.543887
internal_count=3121 943 2178 248 82 1930 1882 1419 824 225 1250 136 1114 1097 1093 902 726 586 579 366 76 215 166 107 599 569 191 378 352 345
is_linear=0
shrinkage=0.00140032


Tree=627
num_leaves=31
num_cat=0
split_feature=150 1373 1 48 14 1375 157 1213 4 0 1 151 16 151 47 52 403 15 0 4 43 16 376 48 42 133 12 13 157 1
split_gain=0.046348 0.0642943 0.070321 0.0618063 0.0566973 0.0549432 0.0502343 0.0663157 0.0564786 0.0527673 0.0607076 0.0627154 0.0629018 0.0551297 0.0507203 0.0565347 0.0520507 0.0496974 0.0473962 0.0462343 0.0678621 0.0621518 0.0578235 0.0432279 0.0475621 0.0587437 0.0425149 0.041515 0.0413554 0.0430641
threshold=0.081835000000000019 0.09586500000000002 0.08592000000000001 0.088965000000000002 0.076175000000000007 -0.43169999999999992 -0.076494999999999994 -1.0000000180025095e-35 -0.17966999999999997 -0.062294999999999996 0.14000500000000002 0.13982000000000003 -0.056919999999999991 -0.15340499999999999 0.12431000000000002 0.090645000000000017 -1.0000000180025095e-35 -0.09551999999999998 -0.24955499999999997 -0.49405499999999997 -0.45785999999999999 0.22339500000000004 0.082945000000000019 0.085485000000000019 0.083995000000000014 -0.088234999999999994 0.10345000000000001 0.17001000000000002 -0.23223999999999997 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 3 -2 6 -4 8 -8 -1 10 11 12 14 -14 15 16 -9 -17 -15 20 -11 -21 -22 24 25 -18 27 -23 -10 -30
right_child=1 -3 5 -5 -6 -7 7 9 28 19 -12 -13 13 18 -16 17 23 -19 -20 21 22 26 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=-0.0011985799945377204 -0.00099952045619291509 -0.0011387238264828244 -0.00029495098966198337 0.00049802230718441016 -0.0011367912022267322 0.00073067615928737689 -0.0011966929502212845 -0.0011961230089689411 -0.0011120784217395015 0.00090512966076236655 0.0011165873596933619 0.0011570179314279799 0.00078657931630343768 0.00081021973885705696 -0.0010850254349434327 0.00021174395212416106 -0.0011993785691758133 -0.0011988500874305897 -0.0009703746058107247 0.00066446061501456159 -0.0011799721744467609 -0.0009627908271674999 0.00049185435965558918 -0.00044352105020758922 0.00075951276700145145 0.00020925961107609895 0.00074151111037051951 0.00031817634406306963 -0.00022966513404877568 0.0010777375768457472
leaf_weight=0.02716485189012019 0.092365097078072611 0.045705308883043472 0.091006771093816496 0.068606804190494586 0.074800750364374724 0.41405032128386665 0.081255295181110188 0.04494601639180662 0.017956316888557922 0.048019099282100797 0.046563737259020743 0.04270633326814266 0.031764024897711352 0.022811684990301728 0.07770534011797281 0.05361292348607094 0.04823108630444195 0.10663788582678535 0.33400241879007841 0.33316187165655442 0.10922756326181116 0.097177363697483088 0.040511190883989912 0.15006603944857488 0.19390804022896191 0.34316571022463671 0.054451732943562092 0.057536707616236527 0.0466149134681485 0.15784599321250425
leaf_count=46 108 19 10 17 90 266 451 235 50 7 45 15 23 3 27 63 75 180 577 187 90 61 7 63 92 89 20 15 96 94
internal_value=0 0.000232524 0.000326624 -0.000361262 -0.000111099 0.000545867 -8.12118e-05 -0.000136079 0.000428247 -9.75399e-05 -0.000226665 -0.000269814 -0.000313126 -0.000722223 -0.000157013 -8.03451e-05 5.2441e-05 -0.000726927 -0.000856538 0.000163493 -0.000331195 0.000343879 -0.000727667 0.000128754 0.000275479 3.56758e-05 -0.000166749 -0.000486411 0.000626938 0.000779664
internal_weight=0 0.711734 0.666029 0.160972 2.64184 0.505057 2.56704 2.31746 0.249582 2.23621 1.49612 1.44956 1.40685 0.388578 1.01827 0.940568 0.780317 0.160251 0.356814 0.740086 0.197758 0.542328 0.149739 0.735371 0.585305 0.391397 0.209166 0.154714 0.222417 0.204461
internal_count=3121 420 401 125 2701 276 2611 2325 286 1874 1487 1442 1427 603 824 797 554 243 580 387 104 283 97 319 256 164 96 76 240 190
is_linear=0
shrinkage=0.00119516


Tree=628
num_leaves=31
num_cat=0
split_feature=1 0 2 40 48 48 14 51 50 50 2 401 51 1 0 0 376 3 3 15 15 151 457 48 47 12 160 16 0 4
split_gain=0.0542403 0.042913 0.0416453 0.0507599 0.0502817 0.0566788 0.0708989 0.0489018 0.0371742 0.0514618 0.0456564 0.0363255 0.0353108 0.0350615 0.0482291 0.0330642 0.032563 0.0385327 0.0517206 0.0407991 0.0604233 0.052722 0.0405695 0.0420412 0.0385414 0.0345551 0.0349769 0.0495637 0.0310686 0.0343272
threshold=0.10471500000000002 -1.0000000180025095e-35 0.10497000000000002 -1.0000000180025095e-35 0.12737000000000001 -0.079469999999999985 -0.22253999999999999 0.14122000000000004 0.10124500000000002 0.10030500000000002 -0.13033999999999998 0.083100000000000021 -0.10748999999999999 0.13075500000000004 -0.053834999999999994 -0.10324499999999999 0.048375000000000008 -0.11255999999999998 0.090900000000000009 0.088235000000000022 0.088655000000000025 0.13982000000000003 0.082380000000000009 0.083985000000000018 0.085270000000000026 0.084100000000000022 0.086325000000000013 -0.056919999999999991 -0.10011499999999998 -0.097604999999999983
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 2 13 -4 5 -5 -7 -6 9 10 -1 12 -12 15 -15 -2 17 24 19 25 -21 28 23 -20 -14 26 27 -19 -22 -30
right_child=1 -3 3 4 7 6 -8 -9 -10 -11 11 -13 16 14 -16 -17 -18 18 22 20 21 -23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=0.00094399669170942423 -0.0002252852877039023 0.00098708778984602299 0.0011826679698891775 -0.0010243899365303824 -0.0012268131552245866 -0.00033546967184919327 0.0010225585394206325 0.00015774174199745117 -0.0012712088155617117 0.001172519125465319 -0.0012094672210411252 -0.0012508934039612669 -0.00018436342950769514 0.0011412238116525746 -0.00048201419585108655 -0.0010762294712553656 0.00036145676063021166 3.6957246966229726e-05 1.9809996508895109e-05 0.0010244225609580527 0.00039721866822149649 0.0012790203539081984 0.00055303551895283709 -0.0010570358945298744 0.0010948291384918266 -0.0010734378136995867 -0.0012738440635414532 -0.00092394867243188173 0.00056642079244513066 -0.0011780219293638431
leaf_weight=0.039160736116174433 0.14139735378557816 0.058835735885622631 0.062200961197959259 0.046372286597033963 0.090562725643394515 0.10083533826582425 0.1599122637326218 0.07503431651275605 0.079406362429835897 0.033487922162748762 0.083605687863384293 0.08485991261750303 0.28886694556968118 0.047473324279962981 0.077529431757284328 0.15286033881602634 0.093763752098311559 0.20517579995976121 0.16352789400843892 0.051562557764555095 0.033124907989986241 0.023798942100256681 0.1116273016523337 0.090649281803052872 0.043608267384115607 0.35825676716922317 0.084895210013200995 0.14909528083080414 0.020850556204095483 0.13988698468165239
leaf_count=26 27 132 116 13 30 48 123 16 292 6 190 226 133 35 20 119 55 75 38 32 15 3 28 17 15 726 32 126 4 403
internal_value=0 -6.41643e-05 -0.000128986 0.000105595 -3.61281e-05 0.000267613 0.000497387 -0.000599452 -0.000419367 -0.000387154 -0.000412431 -0.000438635 -0.000403147 -0.000428278 0.000134456 -0.000667332 -0.000366877 -0.000405571 -0.000495856 -0.000636991 -0.000210088 -0.000502536 -8.43243e-05 -0.000364234 -1.65814e-05 -0.00078112 -0.000542658 -0.000367441 -0.000721243 -0.000951736
internal_weight=0 1.01301 0.954178 0.534918 0.472717 0.30712 0.260748 0.165597 2.17921 2.0998 2.06632 2.02716 1.9423 0.41926 0.125003 0.294258 1.85869 1.76493 1.43245 1.06665 0.269224 0.217661 0.365804 0.254177 0.332475 0.797423 0.439166 0.354271 0.193862 0.160738
internal_count=3121 679 547 346 230 184 171 46 2442 2150 2144 2118 1892 201 55 146 1702 1647 1499 1416 457 425 83 55 148 959 233 201 422 407
is_linear=0
shrinkage=0.00126831


Tree=629
num_leaves=31
num_cat=0
split_feature=39 42 42 2 151 10 150 484 160 15 11 3 1213 3 52 43 0 48 50 13 130 16 0 457 150 16 133 1375 51 51
split_gain=0.0105463 0.0135624 0.0166946 0.012302 0.0122537 0.0120312 0.012315 0.0151788 0.0138745 0.0126854 0.0189875 0.0157131 0.0170631 0.0172341 0.0215614 0.0174046 0.0185682 0.0255769 0.0253355 0.0341066 0.0216411 0.0193995 0.022431 0.0233105 0.0183548 0.0167548 0.0158991 0.0149705 0.0249728 0.014452
threshold=0.16946000000000003 -0.11051499999999999 -0.106335 0.17025000000000004 -0.081779999999999978 0.058500000000000003 0.15510000000000004 -0.0068949999999999992 -0.089549999999999991 -0.24436499999999997 0.087830000000000005 -0.11255999999999998 -1.0000000180025095e-35 -0.08824499999999999 -0.080979999999999983 -0.08287499999999999 -0.10011499999999998 0.12879500000000002 0.10030500000000002 -0.42195999999999995 -0.44390499999999994 -0.0073349999999999986 -0.10224499999999999 0.045365000000000009 0.092010000000000022 -0.094359999999999986 0.0068000000000000014 1.0000000180025095e-35 0.012085000000000002 -0.42597499999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 -3 5 -1 6 7 8 -4 -9 11 26 -13 14 -14 24 17 21 19 -18 -21 22 23 27 -15 -25 -11 28 -17 -22
right_child=-2 2 3 -5 -6 -7 -8 9 -10 10 -12 12 13 15 -16 16 18 -19 -20 20 29 -23 -24 25 -26 -27 -28 -29 -30 -31
leaf_value=0.0024953975480832432 0.003975901058680043 0.003555557397323062 0.0019040487026097306 0.0039563466262099592 -0.0030796407653688085 0.0030912183319539302 0.0039663346430800156 0.0017529792360780109 -0.0029986487681480699 0.0016765260027237039 -0.0039719550495063826 -0.003966478197748818 0.0017487870460694316 0.0019831624103619919 -0.0032282545353073577 -0.0015597577043340793 0.0012316697802446704 -0.0034252201286895908 0.0018203376133145586 0.0034127820473434881 0.00068916068090637758 0.0032426777717055426 0.0032220519282022257 -0.00065754492344308364 -0.00374323400359944 0.0031742723690006951 -0.0015896391522665643 -0.0036723420840569323 0.0018859480090485598 -0.0034325627089211992
leaf_weight=0.007349083816734491 0.0099904312432955722 0.020066965895239153 0.011022816512991085 0.01166993610809175 0.039492641193987654 0.017869317511440275 0.011098707062046631 0.054116386135205308 0.05125239313360852 0.12047573010522605 0.020737182968105117 0.020090201068455382 0.017887288924612221 0.092671118417910425 0.058156663874341707 0.10608664721712557 0.046437750286712931 0.027558032510569319 0.037101840572859146 0.0087426829268216766 0.014898676742631456 0.037300577543646019 0.034189958238130203 0.029630876726514543 0.0097195600665145321 0.045429959887769655 0.029075780063976708 0.027276943081233185 0.04801896163917263 0.13025290526730493
leaf_count=19 23 10 72 50 160 68 6 158 400 122 70 413 53 202 129 95 20 15 121 2 28 42 20 33 60 25 34 18 29 624
internal_value=0 -0.000114359 -2.83702e-05 -9.26539e-05 -0.00220496 -0.000135334 -0.000188268 -0.000231037 -0.00213086 -0.000114571 -0.000219657 -0.000136966 -0.000359651 -0.000265711 -0.00205754 -6.97459e-05 -0.000330387 0.000242954 -0.00118881 -0.00174611 -0.00264465 0.00055121 0.000205781 -0.000196359 0.00143958 0.00166163 0.00104152 -0.000965244 -0.000486084 -0.0030095
internal_weight=0 1.18568 1.13884 1.11877 0.0468417 1.1071 1.08923 1.07813 0.0622752 1.01586 0.961739 0.941002 0.791451 0.77136 0.076044 0.695316 0.592926 0.355492 0.237434 0.200332 0.153894 0.327934 0.290633 0.256443 0.102391 0.0750608 0.149552 0.181383 0.154106 0.145152
internal_count=3121 3098 2919 2909 179 2859 2791 2785 472 2313 2155 2085 1929 1516 182 1334 1072 277 795 674 654 262 220 200 262 58 156 142 124 652
is_linear=0
shrinkage=0.00396435


Tree=630
num_leaves=31
num_cat=0
split_feature=12 43 50 43 42 4 15 158 15 15 0 1 43 42 4 4 3 3 15 4 403 12 3 0 42 15 15 0 1 48
split_gain=0.0547405 0.0812088 0.0601902 0.0559714 0.0512474 0.0622149 0.0634216 0.0547904 0.0512337 0.0505358 0.0503789 0.0586439 0.0489609 0.0471292 0.0454953 0.0410375 0.0469672 0.0480451 0.0402647 0.0397459 0.0391148 0.0454404 0.0415036 0.0630056 0.0415877 0.0409273 0.0380696 0.0397478 0.0397353 0.0507077
threshold=0.051320000000000005 -0.04890499999999999 0.10647500000000001 -0.40263499999999991 -0.11051499999999999 0.40473500000000007 -0.12255999999999999 0.084765000000000021 0.035560000000000008 -0.090344999999999995 -0.060129999999999996 0.11634000000000001 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.51843499999999987 -0.52556499999999995 0.097915000000000016 -0.074084999999999998 -0.0063699999999999989 0.40124500000000002 -1.0000000180025095e-35 0.10124000000000001 -0.084074999999999997 -0.082009999999999986 -0.095284999999999995 1.0000000180025095e-35 -0.015744999999999999 -0.090809999999999988 0.14000500000000002 0.12649500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 4 -1 -2 6 -6 9 12 -8 11 18 -3 -12 -5 -15 17 -17 19 -11 -20 22 24 -24 -22 -26 28 -28 29 -14
right_child=2 8 -4 14 5 -7 7 -9 -10 10 13 -13 26 15 -16 16 -18 -19 20 -21 21 -23 23 -25 25 -27 27 -29 -30 -31
leaf_value=-0.00030537532377167379 -0.0011290690007354938 -0.0009538324476484353 -0.0012714825150050067 -0.0008196137857049441 -0.0011902233757349104 0.00088719185356644925 0.00060757867602857188 -0.0012719594652715333 -0.00077526164349895753 -0.0012722098417647532 -0.0012729552635348154 0.0010167908933154022 -1.3183247453149216e-06 -0.00073082385016477898 0.00098701122700552472 0.00044790730466181974 0.0012851553667734019 -0.0010950227990855241 -0.0010206908572247238 0.0012722880416366688 0.00079781365050457509 -0.0012812645840110299 0.00063690505024176821 -0.0012712288441199431 0.00058280934182602354 -0.0012723777813153814 0.00095246234831865512 -7.454491241237151e-05 0.00091799510100957582 -0.00106889652133794
leaf_weight=0.086805345676111756 0.085384370199790172 0.075890494157647148 0.084458422578791104 0.024318913114257157 0.09423678906750832 0.092770828683569451 0.16097954029191841 0.06259763475827651 0.1432261689333244 0.12548449338009893 0.032247583692878834 0.046418477722909302 0.65613343404766022 0.051289723269292153 0.28752373945189891 0.20187670015366166 0.087447986472398043 0.038685647768944342 0.097298448315995656 0.010718582198023796 0.030683120941830566 0.048545681551331654 0.19348176690436958 0.032514275117137559 0.02445483371411683 0.087833345081890002 0.1481668296692078 0.10259599129131025 0.064825582292542094 0.080331652527092956
leaf_count=32 126 52 261 13 123 62 134 181 53 318 27 17 231 12 247 122 9 44 450 4 11 37 106 109 16 131 35 66 62 30
internal_value=0 9.59254e-05 -0.000227891 0.000595384 -0.000172973 -0.00011925 -0.000184689 -0.000113579 -6.07086e-05 -5.64813e-05 -0.000152876 -0.000360533 3.00253e-05 0.000199032 0.000846122 0.000324178 0.000489145 0.000199783 -0.000458739 -0.00107197 -0.000296498 -0.000127729 2.40432e-05 0.00036238 -0.000510769 -0.000868343 0.000100996 0.000532277 -3.39723e-05 -0.000117767
internal_weight=0 1.66982 1.68941 0.398648 1.60495 1.51957 1.42679 1.33256 1.27117 1.26996 1.10898 0.697433 1.12794 0.411548 0.311843 0.3793 0.32801 0.240562 0.651015 0.136203 0.514811 0.417513 0.368967 0.225996 0.142971 0.112288 1.05205 0.250763 0.801291 0.736465
internal_count=3121 821 2300 292 2039 1913 1851 1728 529 1547 1413 1199 476 214 260 187 175 166 1182 322 860 410 373 215 158 147 424 101 323 261
is_linear=0
shrinkage=0.00126831


Tree=631
num_leaves=31
num_cat=0
split_feature=156 1 51 52 14 484 0 4 4 16 3 130 150 1375 1374 131 13 1186 160 52 159 42 3 0 0 12 43 49 52 15
split_gain=0.0101332 0.0110268 0.0210547 0.0156029 0.014346 0.0146444 0.0212108 0.015295 0.0270166 0.0269022 0.0195878 0.0190035 0.0139403 0.0154517 0.0175639 0.0130231 0.0137166 0.0136582 0.0113187 0.0108286 0.0198895 0.010834 0.013926 0.0107287 0.0145171 0.0249721 0.0234287 0.0162905 0.0126252 0.0123728
threshold=-1.0000000180025095e-35 0.094385000000000011 0.08955500000000001 -0.43320999999999993 0.076975000000000002 -0.0068949999999999992 -0.23051499999999997 -0.083854999999999985 -0.49405499999999997 0.38525000000000004 -0.15956499999999998 -1.0000000180025095e-35 0.076925000000000007 -0.43996499999999994 0.093750000000000014 0.087705000000000019 0.021350000000000004 0.085175000000000015 -0.55323499999999981 0.11434500000000002 0.092630000000000018 -1.0000000180025095e-35 -0.08824499999999999 -0.046359999999999991 -0.10096999999999999 0.088245000000000004 -0.0030899999999999994 -0.086009999999999989 0.15915500000000002 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 -3 5 -2 -7 8 9 -8 -9 -10 -5 -14 -15 16 17 23 -4 20 21 22 -13 24 27 -26 28 -12 -27 -29
right_child=1 3 18 12 -6 6 7 10 11 -11 15 19 13 14 -16 -17 -18 -19 -20 -21 -22 -23 -24 -25 25 26 -28 29 -30 -31
leaf_value=-0.0031902643058121585 -0.0031910516271570705 -0.0031913360592064968 0.0030839242756170913 0.00012614407551119383 -0.0031930678666763075 0.0031040084510118473 -0.0026854534579761982 0.0031947833628334912 -0.0019719778310824726 0.0013763872701532498 -0.0022054627516720953 -0.0031903167852114669 -0.001318504294799103 0.0024368239725856724 -0.0021251667868777452 -0.0031931663874036958 -0.0025549248053256686 0.0023403407591065734 -0.0026809912529071234 -0.00087261117894151267 -0.0012513202395467505 0.0031654060560524261 0.00280621557702456 0.0026530466198335734 -0.0029136993876537035 0.0014148238371944092 -0.003191455612515051 -1.1199386494171276e-05 -0.0031979051590305947 0.0023271267475966089
leaf_weight=0.010437183386784565 0.014812452181047209 0.012427704891706526 0.0037341576389735556 0.35973114212754354 0.015223015258470696 0.021817230710439506 0.041003408636242966 0.014085372677072772 0.015157820805939082 0.02782446236233227 0.02467271925888781 0.0067583490155129758 0.017451119685574668 0.08148621232203368 0.009588893415639177 0.019196229619865335 0.029828354161168136 0.018837071803091021 0.047535630421066344 0.013621851257767048 0.015166497556492686 0.079185958663401723 0.0094308735599497595 0.010802031925777889 0.05783514030281367 0.051076530847353641 0.019232646537830189 0.080838317658617598 0.0068398037399219893 0.032153500367712584
leaf_count=163 288 91 3 583 62 13 41 9 113 7 23 89 5 209 9 144 107 27 210 8 8 45 29 11 347 185 159 76 37 20
internal_value=0 -3.4524e-05 -0.000296827 0.000334725 -0.000135796 -5.95217e-05 1.83896e-05 -9.89846e-05 0.000590866 -0.00104341 -0.000491959 0.00139823 0.000428307 0.00142989 0.00195651 -0.000639774 -0.000492188 -0.000288647 -0.00226111 0.00180967 0.0021402 0.00267952 0.000302905 -0.00046336 -0.000586828 -0.00132981 -0.000142437 0.000141686 0.00087007 0.000654206
internal_weight=0 1.15735 0.676669 0.480685 0.6254 0.610177 0.595364 0.573547 0.208149 0.0688279 0.365398 0.139321 0.468257 0.108526 0.0910751 0.351312 0.332116 0.302288 0.0512698 0.124164 0.110542 0.0953752 0.0161892 0.283451 0.272649 0.134984 0.077149 0.137665 0.0579163 0.112992
internal_count=3121 2958 2061 897 1848 1786 1498 1485 340 48 1145 292 806 223 218 1136 992 885 213 179 171 163 118 858 847 728 381 119 222 96
is_linear=0
shrinkage=0.00318838


Tree=632
num_leaves=31
num_cat=0
split_feature=1 51 50 14 51 50 401 123 0 12 38 47 1 151 51 2 131 43 42 376 454 48 1374 0 43 43 47 2 4 4
split_gain=0.0664856 0.0635493 0.0575803 0.0477863 0.0554383 0.0460556 0.0525093 0.0527328 0.0442193 0.0416332 0.0544022 0.0386186 0.0472059 0.0409561 0.0421418 0.0507641 0.0370937 0.0470844 0.0425008 0.0348874 0.0341978 0.0483559 0.0635175 0.0585811 0.0345999 0.0412103 0.039017 0.0386592 0.0380816 0.0487121
threshold=0.104035 -0.10748999999999999 0.10124500000000002 0.062655000000000016 -0.090529999999999985 0.10030500000000002 0.083100000000000021 1.0000000180025095e-35 -1.0000000180025095e-35 -0.064509999999999984 0.13659500000000005 0.13148500000000005 0.13968000000000003 -0.50825999999999982 0.123935 0.11411 0.085335000000000008 -0.17390999999999998 -1.0000000180025095e-35 0.049360000000000008 -1.0000000180025095e-35 0.093265000000000015 -0.094929999999999987 -0.14001499999999997 -0.50216499999999986 0.13895500000000002 0.09550500000000002 -0.13033999999999998 -0.025314999999999994 -0.49013999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 6 7 16 9 10 -2 13 -13 -11 15 -15 18 -18 -6 -9 -20 22 -22 -24 -25 26 27 -26 29 -29
right_child=8 2 -4 -5 5 -7 -8 19 -10 11 -12 12 -14 14 -16 -17 17 -19 20 -21 21 -23 23 24 25 -27 -28 28 -30 -31
leaf_value=-0.0014317011030876199 0.0011817319068659947 0.00095936017045269452 -0.0014312751785451416 -0.0014331301318803401 -0.00088548490845553364 0.0013974811996824523 -0.0014312975169841987 -0.000124312535262388 0.0012375023083284848 -0.0014335145954071286 -0.0014462190594775805 -0.0014411540820797133 0.00017515577092170869 0.00012694112801335278 -0.00057910107639349401 0.0010652002643771346 0.0010381620694303584 -0.001414063116515996 -0.0014347922404578427 0.0014346323030220798 -0.0014439290880368485 0.00074091093693569971 0.00061827968074916245 0.00090523325656387754 0.0014335493500004931 0.0004646550677649832 0.0009583804286822711 -0.0014443607717757837 -0.00099729846211932933 -2.7380856544316738e-05
leaf_weight=0.083725729969956197 0.1268166217023462 0.099553596306578451 0.070360131383495061 0.054630376491331734 0.13787799734018324 0.039106641837861278 0.064824318442333495 0.05001538002397854 0.08059078197038605 0.031672367069404461 0.018402853514999151 0.074722432669659611 0.072759389702696353 0.44452136843392509 0.11186278332752408 0.15998220498659066 0.01934251791681163 0.091721308528576517 0.035520768366041788 0.070661057601682842 0.068972051994933836 0.15256446371859045 0.22474648190836843 0.053859205567277524 0.020228150649927112 0.12775795025299885 0.039322352226008661 0.059672074803529096 0.25198636132336105 0.29021537111020734
leaf_count=216 175 71 271 72 387 6 204 30 135 12 2 27 16 153 39 132 7 265 42 44 35 66 41 11 7 39 9 34 215 358
internal_value=0 -0.0002123 -0.000161831 -0.000116088 -7.81779e-05 -0.000135613 -0.000169691 -0.000121427 0.000218219 0.00013929 0.000848706 2.42498e-05 -0.000643756 0.000155952 0.000226227 0.000375252 -0.0001912 -0.000986991 -0.000130776 0.000788514 -5.22328e-05 -1.41435e-05 -0.000115479 -2.96702e-05 -0.000202407 -0.000278 -0.000421448 -0.000508666 -0.000573941 -0.000269042
internal_weight=0 2.10666 2.02294 1.95258 1.89795 1.79839 1.75929 1.69446 1.12133 1.04074 0.145219 0.895521 0.147482 0.748039 0.716366 0.604504 1.57379 0.111064 1.46272 0.120676 1.32485 1.28932 1.13676 1.06779 0.843041 0.789182 0.661424 0.622102 0.601874 0.349887
internal_count=3121 2430 2214 1943 1871 1800 1794 1590 691 556 177 379 43 336 324 285 1516 272 1244 74 857 815 749 714 673 662 623 614 607 392
is_linear=0
shrinkage=0.00142833


Tree=633
num_leaves=31
num_cat=0
split_feature=9 39 47 123 133 1456 48 151 4 150 158 160 403 42 124 1373 155 1 16 42 3 4 0 52 13 49 33 48 2 52
split_gain=0.00996607 0.0100368 0.0121676 0.0111936 0.0200156 0.0135935 0.0134405 0.0123385 0.0169024 0.0138379 0.0189 0.0181351 0.0256713 0.015198 0.0142767 0.0148571 0.0143069 0.0137512 0.0187668 0.0123862 0.012525 0.0150336 0.0237096 0.0150064 0.0135329 0.0202142 0.0131193 0.0131384 0.012629 0.0123761
threshold=-0.036024999999999995 0.16946000000000003 0.14808500000000002 1.0000000180025095e-35 -0.080849999999999991 0.075120000000000006 -1.0000000180025095e-35 -0.5145249999999999 0.27287000000000006 -0.22665999999999997 0.085900000000000018 -0.098904999999999979 0.092070000000000013 -0.11051499999999999 -1.0000000180025095e-35 0.099250000000000019 0.088610000000000008 0.12040000000000002 -0.54165499999999989 -0.106335 0.149315 -0.49405499999999997 -0.0058249999999999994 0.10473500000000001 1.0000000180025095e-35 -0.011734999999999997 -0.0066799999999999993 -0.09386499999999999 0.11389000000000002 -0.085984999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 5 -5 7 -6 -2 9 -9 11 12 -11 -13 -15 16 19 18 -10 -16 21 23 24 -21 26 -26 -23 -28 -22 -29
right_child=1 -3 -4 4 6 -7 -8 8 17 10 -12 13 -14 14 15 -17 -18 -19 -20 20 28 22 -24 -25 25 -27 27 29 -30 -31
leaf_value=0.0034597080209029245 -0.0034548070634250728 0.003460639829675313 -0.0033163364347796372 -0.0022298758649885514 -0.0022375290508021032 -0.003454482233169345 0.0026483626885169345 0.0024840064800149037 0.0034560488399855011 -0.0033135731254147487 -0.0031262168581113491 -0.0031853519686316396 0.0030755747909033586 -0.0028589953352930438 0.003363587519092809 -0.0034614274448613266 -0.0034548899989074655 0.0034553217049088088 -0.00042742674095699185 -0.0034668490752963596 0.0034625120087255481 -0.0034582253738436202 0.0020178466425701288 0.00046288177060395153 0.0020517375879886362 -0.0025063939774385775 -0.0034596008815724077 -0.00078586916460086226 0.00012000140865644922 0.00059246650348756765
leaf_weight=0.0094738702880478032 0.013138936393260692 0.0093789207612643422 0.014046968615730182 0.016384077489419724 0.0076351597199391099 0.014882282186533646 0.055111882775236043 0.021649569403961566 0.019628332012871397 0.042793599362993762 0.027475652158841513 0.018448543883891277 0.0090796083795794402 0.020486231434914903 0.014367516494530053 0.014001562227349496 0.013049855645704156 0.025000518777915204 0.060521924580825726 0.028386114936437723 0.025924830384610686 0.011998762278380481 0.071010804927032489 0.019542603986337781 0.014740997452463489 0.054185981222417468 0.011416048884711261 0.099475524082435429 0.028010838964291906 0.35270598636157169
leaf_count=89 45 23 12 26 19 237 158 12 40 260 198 110 8 30 4 17 152 95 67 44 19 16 44 4 7 222 14 195 45 909
internal_value=0 -9.47618e-05 -0.0001244 -8.40445e-05 0.0011669 -0.000179971 0.00205384 -0.000132055 -8.85673e-05 -0.000241742 -0.000309022 -0.000217918 -0.00219525 -8.9343e-05 -1.60508e-05 6.07018e-05 0.000126913 0.00122065 0.000523614 0.000190789 0.000127246 -2.77328e-06 0.000142193 -0.00186453 -0.00010241 -0.00153157 0.000104716 0.000196931 0.00172662 0.000289246
internal_weight=0 1.13448 1.1251 1.11105 0.0791311 1.03192 0.062747 1.01704 1.0039 0.898751 0.877101 0.849625 0.0518732 0.797752 0.779304 0.758817 0.744816 0.105151 0.0801503 0.731766 0.717398 0.663463 0.615534 0.0479287 0.544523 0.068927 0.475596 0.463598 0.0539357 0.452182
internal_count=3121 3032 3009 2997 203 2794 177 2557 2512 2310 2298 2100 268 1832 1722 1692 1675 202 107 1523 1519 1455 1407 48 1363 229 1134 1118 64 1104
is_linear=0
shrinkage=0.00345121


Tree=634
num_leaves=31
num_cat=0
split_feature=12 132 50 4 41 158 160 133 13 15 448 124 1 0 480 47 1 3 48 16 0 1 403 13 12 1 3 16 47 157
split_gain=0.043629 0.0465418 0.0369763 0.0375693 0.0433503 0.0347596 0.0381565 0.0345421 0.0601152 0.0489633 0.0482338 0.0503551 0.0625461 0.0516939 0.042942 0.0413422 0.0446408 0.0775847 0.0434113 0.0572946 0.0344273 0.0390437 0.0349581 0.0330062 0.0365883 0.0259338 0.0257401 0.026356 0.024906 0.0245686
threshold=0.084100000000000022 0.081465000000000024 0.10647500000000001 0.40473500000000007 0.083035000000000012 0.084905000000000022 0.032695000000000009 -0.065894999999999981 -0.0021749999999999994 0.035560000000000008 -0.081729999999999983 -0.53285499999999997 0.077845000000000011 -0.084044999999999995 -1.0000000180025095e-35 0.096175000000000024 0.094465000000000007 0.12178000000000001 0.086035000000000014 -0.076669999999999988 0.18019500000000002 0.11588000000000001 0.03138500000000001 0.043850000000000007 0.088305000000000008 0.13534000000000004 -0.080734999999999987 0.013515000000000001 0.12958500000000003 -0.077809999999999976
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 7 3 5 -5 6 20 -1 10 15 -9 -12 13 -13 -14 16 18 -18 19 -10 21 22 -2 24 -24 -17 27 -8 -23 -21
right_child=2 -3 -4 4 -6 -7 26 8 9 -11 11 12 14 -15 -16 25 17 -19 -20 29 -22 28 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0010183850107679366 -0.00088118874866166509 0.00074166715354641386 -0.0013771430619689056 0.0013754874687498051 -0.00058631277088039171 -0.0013780228966150325 -0.00075352729824651379 -0.0013124281997853881 0.00096968196840013928 -0.0011434896416698986 -0.0014069479265468381 -0.0013760825582940131 -0.0013815340899875181 0.00075579748423140725 0.0013222201900388562 -0.001221952614480227 0.00097816999980318608 -0.00055873072403371819 -0.00098196312460664117 0.00041630425754769545 0.0010570840273389311 0.00049871052229807499 -0.0012069464346344413 -0.0013766899577488507 0.00045124711824262348 -0.00012204306472313672 0.00088557376257629894 0.00088475480614115195 -0.00067542698287683214 -0.00060004762239348846
leaf_weight=0.099358989355096017 0.5923540713611144 0.097726710347160295 0.087264894570580398 0.043966764296783256 0.041050582658499479 0.082156923509501101 0.063384913502886775 0.030118612608930229 0.077077593970898306 0.12566142979994765 0.023640224710106517 0.041710775075443962 0.011852382536744366 0.044104663953476675 0.16801249636773752 0.11274944893011707 0.15695889225025894 0.10222602837893646 0.13890969722706359 0.057429791293543531 0.024350354069611058 0.09049565745954169 0.032027429197114543 0.035868074922291271 0.11561565143165353 0.062964959506643936 0.060234384542127373 0.026140664684135118 0.054590580577496439 0.20428474837535782
leaf_count=94 1174 105 239 49 15 187 52 8 15 60 1 125 6 26 289 48 98 22 31 25 6 51 73 46 105 12 32 42 11 74
internal_value=0 -0.000175493 -0.000512867 -0.000453115 0.000428233 -0.000516765 -0.00045215 -0.000237008 -0.000179825 -0.00034006 0.000340981 0.000513103 0.000683949 -0.000280407 0.00114405 -0.000229431 -8.67435e-05 0.000371996 -0.00033564 -7.06379e-05 -0.000554151 -0.000596752 -0.00071899 -0.000195429 9.1544e-05 -0.000827814 0.000191692 -0.000275164 5.6926e-05 -0.000377023
internal_weight=0 1.55479 1.3495 1.26224 0.0850173 1.17722 1.09506 1.45706 1.3577 1.03826 0.319439 0.289321 0.26568 0.0858154 0.179865 0.912601 0.736887 0.259185 0.477702 0.338792 0.945302 0.920951 0.775865 0.183511 0.147643 0.175714 0.14976 0.0895256 0.145086 0.261715
internal_count=3121 1039 2082 1843 64 1779 1592 934 840 385 455 447 446 151 295 325 265 120 145 114 1466 1460 1398 224 178 60 126 94 62 99
is_linear=0
shrinkage=0.00137286


Tree=635
num_leaves=31
num_cat=0
split_feature=1 0 3 48 132 4 40 15 131 13 13 403 403 2 15 16 2 47 50 1374 131 151 4 52 1 1374 1 3 475 16
split_gain=0.01003 0.0222854 0.023348 0.0187889 0.0165348 0.0164848 0.0157031 0.0187046 0.0151236 0.0146867 0.0180833 0.015705 0.0145367 0.0139599 0.0134448 0.0243997 0.0166283 0.015049 0.0140722 0.0152587 0.0130055 0.0155737 0.0182852 0.0210215 0.0161218 0.0213824 0.0343222 0.0157001 0.0146061 0.0128495
threshold=1.0000000180025095e-35 -0.084804999999999978 -0.080734999999999987 0.088965000000000002 0.079970000000000013 -0.043364999999999994 -1.0000000180025095e-35 0.091295000000000015 0.10340500000000001 -0.53104499999999988 -0.42195999999999995 0.095105000000000009 -1.0000000180025095e-35 0.14753000000000002 0.035560000000000008 -0.087989999999999985 0.090675000000000019 0.087235000000000021 0.11610000000000001 -0.094929999999999987 0.088845000000000021 -0.086654999999999982 0.0052350000000000009 0.13796000000000003 0.080585000000000004 -1.0000000180025095e-35 0.09697500000000002 0.12745000000000004 -0.081629999999999994 -0.014034999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 5 13 9 -4 29 -6 -3 -11 12 -12 14 17 16 -16 18 19 -2 21 -21 24 27 -23 -26 -27 -24 -28 -8
right_child=4 3 6 -5 8 -7 7 -9 -10 10 11 -13 -14 -15 15 -17 -18 -19 -20 20 -22 22 23 -25 25 26 28 -29 -30 -31
leaf_value=-0.0032570950263024275 -0.00091103005326758561 -0.0032702116347670084 -0.0032609202230571175 0.0021989188210243611 0.0025438992470611164 -0.0026585837220573995 -0.003256715938501473 0.002902499296230013 -0.0024126713836676995 0.0029200313166024955 -0.0032539461671943787 -0.0032584120452497163 0.00053477962873861812 0.0025949937493577272 0.0015376763183113291 -0.0027187323779235177 -0.0024650547661568918 -0.00059023207872642219 -0.0027217494867590834 0.0027442089569884747 -0.0017980014417024659 0.0027988853688960024 0.0031339212190416264 -0.0019134899789095686 0.0032215974836554235 -0.0026227836802935572 -0.0032471499012351034 -0.00047629860443768399 0.0023394518204331036 0.00066686779300480421
leaf_weight=0.053247850760897109 0.055364164802085725 0.013277854188345373 0.016000230872123211 0.036846769377007149 0.047465483899259198 0.027647269366809724 0.015421894933183466 0.020127798524299578 0.0075458420470795309 0.023698262521065772 0.011701801178787719 0.015302163513183586 0.12647003828305969 0.021418591714109425 0.03862325115414933 0.052192452247027177 0.015335004356302306 0.19811378028134641 0.013576086090324679 0.051038866007274919 0.017117635296926892 0.017896927451147349 0.066534514501199737 0.013661835449056525 0.013976282534713391 0.058569898975292745 0.0059295215519341573 0.015757410434389385 0.029953845145882951 0.020646873334612792
leaf_count=500 27 3 48 75 122 254 139 12 39 8 270 64 205 83 61 290 15 261 24 88 61 14 140 19 5 113 32 25 90 34
internal_value=0 -0.000501196 -0.00162338 5.09702e-05 0.000148587 -0.000311918 -0.000418447 0.000390859 0.00186401 2.87429e-05 0.000275977 -0.000132297 0.000213912 1.08362e-05 -7.25658e-05 -0.00113338 0.000400095 0.000129421 0.000526145 0.000653657 0.000951923 0.00112415 0.000752157 0.00182241 -6.0773e-05 -0.000532776 -0.00108831 0.00244263 0.0014163 -0.00101074
internal_weight=0 0.380389 0.125445 0.254944 0.740071 0.218097 0.0721968 0.0561966 0.0550113 0.19045 0.177172 0.153474 0.138172 0.68506 0.663641 0.106151 0.0539583 0.557491 0.359377 0.345801 0.290437 0.273319 0.22228 0.0959538 0.126326 0.10843 0.0944533 0.0822919 0.0358834 0.0360688
internal_count=3121 1612 733 879 1509 804 233 185 161 550 547 539 475 1348 1265 366 76 899 638 614 587 526 438 184 254 240 235 165 122 173
is_linear=0
shrinkage=0.00325215


Tree=636
num_leaves=31
num_cat=0
split_feature=147 12 50 50 1 158 160 159 4 52 0 4 129 402 49 43 43 2 43 52 49 150 0 52 4 15 52 52 2 4
split_gain=0.00944446 0.0110992 0.0184092 0.0151254 0.0167868 0.0148326 0.0148173 0.0140095 0.0139289 0.0136002 0.0135932 0.0169627 0.0223054 0.0185612 0.0133198 0.0141648 0.0186657 0.0159679 0.0154583 0.0128111 0.0141016 0.0139155 0.0127385 0.012661 0.0112183 0.0103973 0.0100254 0.0237469 0.0234633 0.0097328
threshold=-1.0000000180025095e-35 0.084100000000000022 0.10647500000000001 0.10030500000000002 0.12958500000000003 1.0000000180025095e-35 0.083670000000000008 0.10300000000000001 0.055260000000000011 0.11434500000000002 -0.062294999999999996 0.15285000000000001 0.092550000000000007 -0.50169499999999989 -0.24768999999999997 -0.04890499999999999 -0.096754999999999994 0.10912000000000001 -1.0000000180025095e-35 -0.07167999999999998 -0.069799999999999987 0.081835000000000019 -0.040504999999999992 -0.22660999999999995 -0.49013999999999996 -0.11713499999999999 -0.081429999999999989 -0.087769999999999987 0.10774000000000002 -0.17966999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 14 3 4 5 6 7 9 -8 10 11 12 13 -3 -2 16 17 -16 -17 26 -21 22 -22 -12 -25 -13 27 28 -20 -15
right_child=1 2 -4 -5 -6 -7 8 -9 -10 -11 23 25 -14 29 15 18 -18 -19 19 20 21 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=-0.0034850453405950881 -0.0033907893158191048 0.0029989872599075072 -0.0037394941985307451 0.003118164824115372 0.0022163665647327154 -0.0035393303063639917 0.0028535095175829736 0.0035441251621282019 -0.0014467121021689889 -0.0028769072691949391 -0.0037368621962810674 -0.0018278532405330526 0.001984489375880214 0.0037458364368231521 -0.0013174985906795752 -0.0028832829139497128 0.0025865726995119719 0.003045361954798429 -0.0032437323605732224 -0.001645423821182108 0.00022442869684956439 0.0032487088907007721 0.0027206861764961449 -0.00075260846431861577 0.002414967685554326 0.00087689694321633625 -0.0020594945983504771 0.0031142912438740116 0.0013562331775217309 -0.0034585959813488274
leaf_weight=0.011237222600357311 0.01331370324260206 0.0072078337811943829 0.02281780876052153 0.01736746105052589 0.030920751397388813 0.023202136317308941 0.032735391043843265 0.010310226127330679 0.015483930153550318 0.041467410318546172 0.0078121392164121053 0.028187733223603573 0.016153502205497716 0.002699898323044069 0.044172980263510908 0.023661276170628298 0.080991437258262522 0.015928535237435426 0.034551771711903712 0.031674703994212905 0.17001991189897581 0.033266231022935244 0.034280853512654863 0.024259669678031059 0.043728141193696612 0.066924603410370764 0.04909999712890567 0.025152201567834709 0.028027458511132863 0.085088698616004987
leaf_count=22 19 20 239 35 55 205 64 19 21 197 121 23 75 1 74 101 305 25 73 25 217 62 62 16 43 40 21 10 38 893
internal_value=0 -4.21844e-05 -0.000465387 -0.000300669 -0.000436797 -0.000639228 -0.000463108 -0.000742705 0.00147265 -0.000879317 -0.000585641 -0.00108279 -0.00207379 -0.00276387 0.000302938 0.000389088 0.00141609 -0.000161222 5.18967e-05 0.000222925 0.00069595 0.00100812 0.000643291 0.000767166 0.0012847 7.53103e-05 -0.000707841 4.86297e-05 -0.00118354 -0.00323703
internal_weight=0 1.06051 0.476367 0.45355 0.436182 0.405261 0.382059 0.33384 0.0482193 0.32353 0.282062 0.206262 0.11115 0.0949964 0.584141 0.570827 0.141093 0.0601015 0.429734 0.406073 0.269242 0.237567 0.204301 0.0758 0.0679878 0.0951123 0.136831 0.0877314 0.0625792 0.0877886
internal_count=3121 3099 2067 1828 1793 1738 1533 1448 85 1429 1232 1052 989 914 1032 1013 404 99 609 508 366 341 279 180 59 63 142 121 111 894
is_linear=0
shrinkage=0.0037357


Tree=637
num_leaves=31
num_cat=0
split_feature=1365 1 1374 1374 484 52 1446 133 14 160 403 160 12 40 122 151 4 47 2 48 160 2 42 16 16 47 47 133 1 457
split_gain=0.00916817 0.0106882 0.018624 0.0162295 0.0151708 0.0141422 0.0135431 0.0121292 0.0118442 0.0117581 0.0216251 0.0183462 0.0113452 0.0194302 0.0148762 0.0134052 0.0152477 0.0268018 0.0162932 0.0142361 0.0162389 0.0160345 0.0115274 0.0112667 0.0134705 0.0108456 0.018789 0.0146827 0.011576 0.0189286
threshold=0.088010000000000019 0.094385000000000011 -0.094929999999999987 -1.0000000180025095e-35 -0.0068949999999999992 -0.43320999999999993 0.091555000000000011 -0.25159999999999993 0.062655000000000016 -0.091944999999999985 0.092070000000000013 -0.081069999999999989 -1.0000000180025095e-35 0.57330500000000006 0.086040000000000019 -0.40381499999999992 -0.011884999999999998 0.13148500000000005 0.11474000000000002 0.12649500000000002 -1.0000000180025095e-35 0.113445 -0.12995999999999999 -0.5315899999999999 -0.54165499999999989 0.09550500000000002 0.077555000000000013 -0.17773999999999998 0.077565000000000009 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 -5 -3 7 -7 9 10 -6 -11 13 14 -9 -14 18 19 -17 20 21 -18 -22 24 -24 26 27 -13 -29 -30
right_child=-2 5 3 4 8 6 -8 12 -10 11 -12 25 15 -15 -16 16 17 -19 -20 -21 22 -23 23 -25 -26 -27 -28 28 29 -31
leaf_value=-0.0039047461891126888 -0.0033723231709260554 -0.0038896969463596111 0.0033608283496874684 -0.0038912369729289078 -0.0038916941923018383 -0.0029118371964190156 -0.0038395419224659601 0.0034293426031729098 -0.0038911346774451027 0.0025598809407166444 0.0035882664138601229 -0.0038901303228196633 -0.003602765540241882 -0.0039057580536884708 -0.0015890118208058189 -0.0025732650732505748 -0.0027735058732626353 -0.0029698213775242463 0.0011434559606195128 -0.0015175267212818801 -0.00085155281053964234 0.0025044814325173069 0.0038914245315988471 0.0033213984524086571 -0.0013213964115470636 0.0019619845284854329 -0.0038999736376992412 -0.00044363797103325552 -0.0038983283026658446 0.0017224631256371147
leaf_weight=0.021803389605338341 0.012600373221175798 0.011179831497429404 0.018256906576425425 0.01782263853152688 0.027785944615629776 0.013957963220491365 0.010408448887801569 0.061682850917577525 0.013121878009769716 0.039082446332940779 0.0073917029671974879 0.015557174505943183 0.011887853805092163 0.0074098008917644611 0.010432151069835527 0.040916778940982113 0.020418655232788296 0.022292804525932297 0.031558806302200537 0.02113331565487897 0.0150239001668524 0.015143339607675443 0.012180871411146654 0.1092115853375617 0.019437753959209658 0.0319177803569346 0.021811966926748028 0.27257157196811521 0.010121184577656095 0.085544763018560843
leaf_count=38 30 119 9 392 264 30 29 293 63 87 8 126 12 3 12 106 37 15 34 8 7 39 37 128 18 60 44 837 11 225
internal_value=0 -3.65601e-05 -0.000380495 -0.000243521 -0.000364768 0.000424993 0.000539003 0.000649435 -0.00024503 -0.000151546 -0.00231997 8.5017e-06 0.000774101 0.00208757 0.00270339 0.000446871 0.000603521 0.00108446 -0.000954854 0.00150968 0.0018439 -0.000525984 0.00238465 0.00272989 0.000686809 -0.000219404 -0.00039106 -0.00019164 -3.53878e-05 0.0011278
internal_weight=0 1.01707 0.582789 0.560986 0.542729 0.434277 0.423097 0.412688 0.524906 0.511785 0.0351776 0.476607 0.39873 0.0795248 0.072115 0.319206 0.307318 0.234842 0.0724756 0.212549 0.191416 0.035562 0.155854 0.14083 0.0316186 0.437524 0.405607 0.383795 0.368238 0.0956659
internal_count=3121 3091 2164 2126 2117 927 808 779 1725 1662 272 1390 749 308 305 441 429 289 140 274 266 76 190 183 55 1303 1243 1199 1073 236
is_linear=0
shrinkage=0.00388662


Tree=638
num_leaves=31
num_cat=0
split_feature=1213 475 52 52 47 1 52 51 3 0 16 150 51 3 0 9 403 1 16 15 474 16 51 148 124 151 2 48 0 4
split_gain=0.00918576 0.014937 0.00904786 0.0115426 0.0150543 0.01526 0.0187576 0.016903 0.0154013 0.0151579 0.0150111 0.0160457 0.0199746 0.0182524 0.0153445 0.018726 0.0141788 0.0138066 0.0136418 0.0163984 0.0134855 0.0132163 0.0130669 0.0162824 0.0148051 0.0143177 0.017165 0.0136735 0.0125402 0.0113639
threshold=-1.0000000180025095e-35 -0.086004999999999984 0.19022000000000003 0.13389000000000004 0.13148500000000005 0.10374500000000002 0.11434500000000002 -0.096089999999999981 0.090900000000000009 -0.077999999999999986 -0.51370499999999997 0.086615000000000011 0.081440000000000026 -0.084074999999999997 -0.084269999999999984 0.091600000000000015 0.097240000000000007 0.094385000000000011 -0.083539999999999989 0.15614500000000003 -0.14697499999999997 -0.094359999999999986 0.123935 -0.080634999999999984 -0.51664499999999991 -0.29526499999999994 0.10467500000000002 0.10990500000000002 -0.23811499999999999 -0.49013999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 6 7 -2 9 10 -9 12 13 -12 15 17 29 28 -16 -20 -7 -10 23 -22 -25 -26 27 -27 -15 -11
right_child=2 -3 -4 -5 -6 20 -8 8 21 16 11 -13 -14 14 18 -17 -18 -19 19 -21 22 -23 -24 24 25 26 -28 -29 -30 -31
leaf_value=0.0035248945051143676 -0.0035221268377581385 -0.0029607519766635185 -0.0012812993945527516 0.001808771754790334 -0.0021248878648135344 -0.0035373107482044148 -0.0035351910270369734 0.0022675773571990097 -0.00079616040634972738 -0.00068768570329867695 -0.0030321179928630431 -0.0030318529740267224 0.0017978686458568404 0.003533511168586093 0.0028619959347433816 0.0021796986974185247 -0.0035272653267171784 0.0016476975706092858 -0.0035232366838321579 0.0035314372479384841 -0.0027676027258208592 0.0020509150442313113 -0.00080595381585851355 -0.0035359105677505087 -0.0026436182925028461 0.0014134469473823874 0.003143366209172738 -0.0029979658597223992 -0.0031164439241211715 0.001556306199832672
leaf_weight=0.0052514653652906409 0.017302370681704815 0.027154929351468127 0.064112065386666472 0.045815656123977533 0.039583052288435283 0.0084929280324104184 0.020442583703925266 0.018705107020650757 0.02805777634603146 0.0391071663780167 0.045014781620977828 0.040471748541676789 0.035464028829778727 0.0037446981295943252 0.026377116127605404 0.015752857900224626 0.0095121720814859145 0.010594823474548321 0.011911083372297071 0.0062128389254212371 0.01121156648696342 0.07218817128068622 0.042082839065187727 0.0067076436243951312 0.008596838524681516 0.077936345436114607 0.084532971959788483 0.0098020276345778257 0.057057988627832401 0.098161456174466366
leaf_count=4 215 487 342 43 37 16 30 34 21 46 362 112 87 1 27 3 16 24 69 2 19 50 40 3 12 185 293 10 255 276
internal_value=0 -0.00190975 -4.02796e-06 8.78948e-05 -5.40792e-06 9.87529e-05 -0.000225721 -9.94148e-05 1.48379e-05 -0.000282291 -0.000775307 -0.00100063 -0.0006131 -0.00109708 -0.000435443 -0.00129423 0.000628992 -0.0020607 0.0012464 -0.00110491 0.000822328 0.00125405 0.000976046 0.00135329 0.0015996 0.00179006 0.00201131 0.000920609 -0.00270689 0.000917004
internal_weight=0 0.0324064 0.954953 0.890841 0.845025 0.805442 0.556079 0.535636 0.518334 0.418088 0.271307 0.252602 0.21213 0.176666 0.131651 0.0871504 0.146781 0.0713975 0.044501 0.0181239 0.249363 0.100246 0.24087 0.198787 0.187576 0.180868 0.172271 0.0877384 0.0608027 0.137269
internal_count=3121 491 2630 2288 2245 2208 1630 1600 1385 1314 976 942 830 743 381 283 338 280 98 71 578 71 562 522 503 500 488 195 256 322
is_linear=0
shrinkage=0.00352023


Tree=639
num_leaves=31
num_cat=0
split_feature=39 42 42 132 151 2 10 33 9 150 484 160 43 4 376 3 13 49 12 48 0 13 4 12 39 52 13 1 3 160
split_gain=0.00889533 0.0116275 0.0127471 0.00969471 0.0104344 0.00903025 0.00914367 0.0100578 0.0133877 0.00926801 0.00995636 0.0108014 0.00938677 0.021578 0.0129689 0.0121623 0.0118283 0.023478 0.0124047 0.0109729 0.0124936 0.0155636 0.0138086 0.0145114 0.0129638 0.0127021 0.0148748 0.0147554 0.0122089 0.0121249
threshold=0.16946000000000003 -0.11051499999999999 -0.106335 0.081465000000000024 -0.081779999999999978 0.17025000000000004 0.058500000000000003 -0.0066799999999999993 0.091600000000000015 0.15510000000000004 -0.0068949999999999992 -0.089549999999999991 -0.51144999999999985 -0.51843499999999987 0.088055000000000008 -0.15956499999999998 0.0015850000000000003 -0.097394999999999995 0.051320000000000005 0.12879500000000002 -0.10607499999999999 -0.0034749999999999994 -0.083854999999999985 0.088245000000000004 -1.0000000180025095e-35 0.11434500000000002 -0.07743499999999999 0.080270000000000022 -0.063074999999999978 0.092070000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 4 -1 6 7 -4 9 10 11 -9 -12 -14 15 -15 19 -18 -19 20 24 22 25 28 -17 26 -22 -28 -24 -25
right_child=-2 2 5 -5 -6 -7 -8 8 -10 -11 12 -13 13 14 -16 16 17 18 -20 -21 21 -23 23 29 -26 -27 27 -29 -30 -31
leaf_value=0.0019270660961369058 0.0035290733525129543 0.0031085980088045076 -0.0030072927413501939 0.0025018669945851696 -0.0035000842330853237 0.0035106324437878473 0.0027532652692792464 0.0017351452399239835 0.0029995783836843158 0.0035169695719324736 0.0017720303915080659 -0.0025526015705247761 -0.0033445742033547557 0.0019780860678077329 0.0034991974151681797 -0.0024800816298172629 0.0035333328095253067 0.00091071875627564359 -0.0033772146390976692 -0.0017613161463454765 0.0032535401667960874 -0.0023871907898543798 -0.0034805377284299671 -0.0003948362380796695 0.00079064289413284256 -0.0018091517428284836 -0.0028866598606172599 0.0030900729356908752 -0.00032034006353449484 0.0027825778132646089
leaf_weight=0.005186192782048237 0.008462265856906015 0.015906312306469772 0.015018357787084824 0.0051873042284569229 0.028595204600208035 0.0086378732346474862 0.013639362309504577 0.0089426930406943939 0.016911411289584066 0.0083888503359048627 0.031656388666306157 0.039170999232339909 0.025856493992023388 0.032231153159955284 0.012389321311957247 0.015964178235662985 0.009152592159807682 0.010324309637326223 0.043952737806421283 0.044781187501030217 0.037045694480639213 0.04388601913092316 0.033070557635596742 0.097223071516623349 0.25314807090865088 0.014161520351763102 0.012528485335565165 0.0086549359079981514 0.027955075208637936 0.017572198095422209
leaf_count=18 23 10 21 17 144 50 68 72 17 6 29 400 39 120 44 13 3 28 228 42 35 120 373 616 332 11 103 18 96 25
internal_value=0 -9.63656e-05 -1.46903e-05 -0.00197886 -0.0026669 -7.1e-05 -0.000106413 -0.000151767 -0.000101014 -0.000164337 -0.000202013 -0.00175566 -0.000105129 -0.000185443 -7.1046e-05 -0.000134087 -0.000235784 -0.00168212 -0.00256159 -8.43945e-05 4.94139e-05 -0.000454731 -0.000113054 -0.000645826 0.000596618 0.00118093 0.00190813 -0.000444739 -0.00203289 9.1544e-05
internal_weight=0 0.937139 0.89817 0.0389687 0.0337814 0.882264 0.873626 0.859986 0.844968 0.828057 0.819668 0.0481137 0.771554 0.739898 0.714041 0.701652 0.669421 0.0634296 0.054277 0.605991 0.56121 0.292098 0.248212 0.175821 0.269112 0.0723906 0.0582291 0.0211834 0.0610256 0.114795
internal_count=3121 3098 2919 179 162 2909 2859 2791 2770 2753 2747 472 2275 2246 2207 2163 2043 259 256 1784 1742 1397 1277 1110 345 167 156 121 469 641
is_linear=0
shrinkage=0.00352023


Tree=640
num_leaves=31
num_cat=0
split_feature=123 133 1456 1 51 47 44 147 48 14 42 1366 15 50 41 52 47 52 403 33 9 43 43 131 4 133 52 1 51 48
split_gain=0.0441344 0.0435024 0.0405366 0.0399741 0.0597024 0.0454871 0.0442638 0.040626 0.0475067 0.0444397 0.0399856 0.0352219 0.0379431 0.0437327 0.0413994 0.0415507 0.045838 0.0404896 0.0665829 0.042484 0.0378798 0.0369962 0.0677619 0.0484273 0.044181 0.0439348 0.0393374 0.0434466 0.0316249 0.0296893
threshold=1.0000000180025095e-35 -0.089569999999999983 0.075120000000000006 0.13559000000000002 -0.40274499999999996 0.13148500000000005 1.0000000180025095e-35 0.089025000000000007 -0.11155999999999998 0.076175000000000007 -0.11051499999999999 -1.0000000180025095e-35 -0.15914499999999995 0.10124500000000002 0.079300000000000009 -0.12005499999999998 0.13082500000000002 -0.081429999999999989 -1.0000000180025095e-35 -0.0066799999999999993 0.089995000000000006 -0.14792499999999997 -0.08756499999999999 0.092225000000000015 -0.51843499999999987 0.083950000000000011 -0.080114999999999978 0.10060500000000001 0.14431500000000003 0.099600000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 5 -5 6 7 9 -9 10 -1 -12 -13 14 15 16 -14 -17 -19 -20 21 -21 -23 24 -24 26 -26 29 -6 -28
right_child=1 -3 -4 4 28 -7 -8 8 -10 -11 11 12 13 -15 -16 17 -18 18 19 20 -22 22 23 -25 25 -27 27 -29 -30 -31
leaf_value=-0.00098973299334208253 -0.00084048810530716806 0.00066422372660768106 -0.0012213411559898878 -0.001224048647272286 0.00122801300989422 -0.0010762614294147581 -0.0012118007055115095 -0.0008701218405363036 0.0010590295032805648 -0.0012243059513480791 -0.0010361792685986326 0.00056795342732028349 -0.00075233757325414668 -0.001220497863086733 -0.0010225537163521348 0.00055565774742159216 0.0012432130845540504 -0.0011710891228530623 -0.0012272553843906521 0.00057855354989772392 0.0012630070940420751 -0.0009644067095796212 -0.0012322296886831856 -0.0010897031791548782 -0.0012394654167028523 0.00081331155710808681 -0.00013479973207121662 0.0006775372991954453 -9.7163150743165459e-05 0.00097695681209715229
leaf_weight=0.069424049494049345 0.033346735777740832 0.19864249032798387 0.047620836722216953 0.024676743894815445 0.092398645070716046 0.072426412858476286 0.051602777806692646 0.024162975019862643 0.088273621848202199 0.051650419707584549 0.052343236449818531 0.14931550643086944 0.1677063166389442 0.047903828105063329 0.061588971839228068 0.21142052605410078 0.019049141556024551 0.070547175132563589 0.037804654799404758 0.16673528152751016 0.039255483694432658 0.10582493468246157 0.033840450021672908 0.050932927428220864 0.032809583819473076 0.13939931867389532 0.46310285582964905 0.16168615251081064 0.037675424056942575 0.038678381803038064
leaf_count=136 18 247 238 8 107 30 29 17 74 80 40 122 311 219 47 120 1 502 10 38 4 87 6 81 5 135 323 52 14 20
internal_value=0 0.000447933 -0.000106913 -8.6201e-05 0.000514379 -0.000124806 -9.52945e-05 -7.00631e-05 0.000644449 -0.000107067 -7.98396e-05 -4.90249e-05 -2.31585e-05 -7.0912e-05 -4.03243e-05 -5.53319e-06 -0.00054879 5.98365e-05 -1.83564e-05 4.56732e-05 8.47253e-05 4.59545e-05 -4.05751e-05 6.56387e-05 0.000133314 0.000188611 6.35423e-05 0.000127978 0.000844181 -4.91031e-05
internal_weight=0 0.231989 2.60986 2.56224 0.154751 2.40748 2.33506 2.28346 0.112437 2.17102 2.11937 2.04994 1.9976 1.84829 1.80038 1.73879 0.186755 1.55204 1.34062 1.27007 1.23227 1.19301 1.02627 0.92045 0.869517 0.835676 0.696277 0.663467 0.130074 0.501781
internal_count=3121 265 2856 2618 129 2489 2459 2430 91 2339 2259 2123 2083 1961 1742 1695 312 1383 1263 761 751 747 709 622 541 535 400 395 121 343
is_linear=0
shrinkage=0.00121906


Tree=641
num_leaves=31
num_cat=0
split_feature=1 12 40 15 0 4 52 2 3 147 48 40 16 1 50 47 2 2 2 48 159 3 4 16 42 16 51 51 15 9
split_gain=0.0407428 0.0491147 0.0371446 0.0339551 0.0287778 0.0333421 0.0458199 0.0397295 0.0695719 0.028431 0.0425084 0.0239977 0.0414229 0.032155 0.0404952 0.0421276 0.0287264 0.0417951 0.0355032 0.0321918 0.0237415 0.0222621 0.0245873 0.0222557 0.0213009 0.0208459 0.0206788 0.0402256 0.0266522 0.03836
threshold=0.094385000000000011 -0.054684999999999991 0.57330500000000006 -0.020484999999999996 -0.060129999999999996 -0.49405499999999997 0.10347000000000002 0.10731 -0.116045 0.089025000000000007 -0.098424999999999985 0.064905000000000018 0.071345000000000006 0.14000500000000002 0.11392500000000001 0.12033500000000001 0.11474000000000002 0.11215000000000001 0.10222000000000002 0.11926500000000002 0.089755000000000015 0.090900000000000009 -0.16363499999999997 -0.056919999999999991 0.10077000000000001 -0.094359999999999986 0.086310000000000012 0.045645000000000005 -0.0063699999999999989 0.091600000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 3 -2 21 6 -6 20 -9 11 -11 12 13 14 15 16 17 18 23 -18 -7 22 -1 -3 -14 -23 27 28 29 -24
right_child=1 9 -4 -5 5 7 -8 8 -10 10 -12 -13 24 -15 -16 -17 19 -19 -20 -21 -22 25 26 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0007228892558151193 0.00093924361380885442 2.6583014606757884e-05 -0.0012320379539638238 -0.00065990757590786648 -0.0010608162022771239 0.0008551213285581782 0.00020096618140880168 0.0011057109232759652 -0.001227277216129983 -0.00084090517873787072 0.0011941137582059972 0.00083627042719174982 -0.00109058539366233 0.0010757280395769949 -0.0010937140911202621 -0.0012266508037154166 0.0012214259250430618 -0.00089407346660854542 0.00074283496762806139 -0.0005058661453902002 -0.00013850663864778092 -0.00060320481477633948 -0.0010665038361715898 -0.00090619744800362744 0.00014718872086380295 0.0003255402492530824 -0.0012132560414299478 0.00035473751022636673 -0.00046060286254501665 0.00045324472943787013
leaf_weight=0.020274297366995486 0.12640549574280158 0.15811934457997268 0.016605788026936352 0.023382331813991186 0.10738427509204485 0.10124885238474268 0.071080034256738145 0.027361918648239225 0.062128334294357046 0.022748745075659826 0.046302018266942468 0.0270348410558654 0.13046000277608982 0.02851156925498799 0.073778898487944389 0.046843531454214826 0.051128392969985725 0.086255356625770219 0.083605966734467074 0.02336148580070585 0.055230348596523982 0.065034077164455084 0.27750818606909877 0.050044036275721515 0.024549874447984621 0.080213616791297682 0.083223626206290646 0.063685145674753585 0.43262240063313584 0.027091990399640054
leaf_count=9 254 76 3 32 64 38 18 8 99 15 60 9 167 38 74 20 76 22 31 8 21 18 730 46 12 30 198 28 913 4
internal_value=0 -0.000108003 0.000497834 0.000689611 -0.000424999 -0.000157137 -0.000558265 0.000133903 -0.000513959 -0.000226218 0.000523678 -0.000292291 -0.000332614 -0.000187835 -0.000250693 -0.000126139 -1.2216e-05 -0.000148561 7.1834e-05 0.000679713 0.000504414 -0.000533311 -0.000604458 -0.000197664 -0.000894551 -9.03017e-05 -0.000634896 -0.000574798 -0.000655096 -0.000931333
internal_weight=0 1.01914 0.166394 0.149788 1.47409 0.424434 0.178464 0.245969 0.0894903 0.852744 0.0690508 0.783693 0.756658 0.601649 0.573137 0.499358 0.452515 0.378025 0.291769 0.0744899 0.156479 1.04965 0.904406 0.208163 0.15501 0.145248 0.884131 0.800908 0.737223 0.3046
internal_count=3121 943 289 286 2178 248 82 166 107 654 75 579 570 391 353 279 259 175 153 84 59 1930 1882 122 179 48 1873 1675 1647 734
is_linear=0
shrinkage=0.00121906


Tree=642
num_leaves=31
num_cat=0
split_feature=31 1366 401 375 376 12 1 43 4 130 0 160 133 128 1 131 16 4 48 4 474 16 16 159 49 151 13 12 1374 1
split_gain=0.00872931 0.00848527 0.00874345 0.00843395 0.0107909 0.0113192 0.0173883 0.0118435 0.0294495 0.0209335 0.0138622 0.0131467 0.0130993 0.0121052 0.0115958 0.0158535 0.0132531 0.0176713 0.0228481 0.0135285 0.0141444 0.0116464 0.0179592 0.0174504 0.0105067 0.0148549 0.0130944 0.0218357 0.0137868 0.0185156
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 0.10076500000000001 0.087420000000000012 0.088055000000000008 0.11650500000000001 0.12958500000000003 -0.15323999999999996 -0.49405499999999997 -1.0000000180025095e-35 0.15398500000000004 -0.40698999999999991 -0.25159999999999993 0.085185000000000025 0.10060500000000001 0.089785000000000018 0.033715000000000009 0.033845000000000007 0.12879500000000002 -0.17966999999999997 -1.0000000180025095e-35 0.31475000000000003 0.0065250000000000004 0.082585000000000006 -0.087004999999999985 0.087340000000000015 -0.099939999999999987 0.090020000000000017 -0.094929999999999987 0.092695000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 5 7 -7 9 -9 -3 11 -10 -13 14 15 21 17 -16 -19 -18 -21 22 23 24 25 -14 -26 28 -28 -30
right_child=1 2 -4 -5 -6 6 -8 8 10 -11 -12 12 13 -15 16 -17 19 18 -20 20 -22 -23 -24 -25 26 -27 27 -29 29 -31
leaf_value=0.0037442280134704683 -0.0024022711132132683 -0.003442025192448463 -0.0033348402793614497 -0.0032266746916858264 0.0025015746554818987 -0.0033049452049829461 0.0025223574766394924 -0.0036913890103427026 -0.00320889232860316 0.0020338625285342871 0.0032509426715386148 -0.0032219315300667313 -0.0034454782542897864 -0.0037420083987813988 0.0029937636802474911 -0.0037403559153298452 -0.0032116602235012499 0.0014070037556026362 -0.0026191703323405853 -0.0037517472177020891 0.0015033624356905035 -0.0037457824022340126 0.0021082067310185634 -0.003123872782560249 0.0027931598963351189 0.0012398165675047996 -0.0021133342782302428 -0.0036210462900968664 0.0012065589968801231 -0.0023138733237719794
leaf_weight=0.0082515531655644736 0.022100369999179748 0.011152374110679375 0.011236047823899753 0.011296525630086762 0.023830669409562688 0.031281647522689582 0.0092618387666334456 0.030652546283135962 0.017762818174333006 0.077071300400575637 0.018374773020696011 0.016682945223578827 0.02606679226948927 0.011077354484086754 0.061595889946147508 0.016819427433574674 0.019311584256684 0.088122337527011041 0.025322468816739274 0.0088186401771963574 0.037721728427186463 0.011459262075391052 0.052315287286944567 0.027037303520160094 0.026210322745100711 0.014808609758347302 0.027120026522425178 0.021041003103846379 0.15793063915242556 0.024020116503379541
leaf_count=86 61 34 164 31 53 98 27 122 205 136 24 146 36 102 112 184 30 176 19 14 88 77 134 126 30 20 38 223 497 28
internal_value=0 -0.000114964 -5.97424e-05 -1.90429e-05 2.15398e-05 -4.64673e-05 -0.00197374 4.78464e-05 -0.000106346 0.00134165 4.85124e-05 -3.66151e-05 4.70524e-05 0.000130086 0.000196512 -0.000189656 0.00084548 0.00138292 0.000508305 -0.000583098 0.000507605 -3.57402e-05 7.71647e-05 -0.000250544 1.08548e-05 -0.00174806 0.000291347 6.38385e-06 0.00037145 0.000741811
internal_weight=0 0.937503 0.915402 0.904166 0.89287 0.869039 0.0405435 0.828496 0.740272 0.0882237 0.709619 0.691245 0.673482 0.656799 0.645721 0.404829 0.240893 0.175041 0.113445 0.065852 0.0465404 0.388009 0.37655 0.324235 0.297198 0.0408754 0.256322 0.230112 0.209071 0.181951
internal_count=3121 3035 2974 2810 2779 2726 125 2601 2431 170 2309 2285 2080 1934 1832 1393 439 307 195 132 102 1209 1132 998 872 56 816 786 563 525
is_linear=0
shrinkage=0.0037357


Tree=643
num_leaves=31
num_cat=0
split_feature=1213 475 0 1455 151 1348 14 4 11 52 52 157 157 133 13 1 43 43 0 130 48 124 0 15 52 1375 48 4 47 0
split_gain=0.0081604 0.012239 0.00814613 0.00812969 0.00819697 0.00937793 0.0101431 0.00888786 0.0119413 0.0104719 0.0122512 0.0118991 0.0123725 0.0108191 0.0115232 0.0184124 0.0179587 0.0248837 0.0162355 0.0161407 0.0180103 0.0117765 0.0111978 0.0164436 0.0131102 0.0133221 0.0124707 0.0122731 0.0150829 0.0135344
threshold=-1.0000000180025095e-35 -0.086004999999999984 -0.16360999999999995 -1.0000000180025095e-35 -0.5145249999999999 0.090205000000000021 0.076175000000000007 0.51303500000000013 0.088215000000000002 0.19022000000000003 0.13389000000000004 -0.077234999999999984 -1.0000000180025095e-35 -0.25159999999999993 -0.010384999999999998 0.08844500000000001 0.016310000000000002 -0.084004999999999982 -0.084044999999999995 -0.0015749999999999998 0.12879500000000002 -0.50724999999999987 -0.019414999999999998 0.092145000000000019 -0.088204999999999992 0.08517000000000001 0.093015000000000014 -0.0016099999999999997 0.09550500000000002 -0.23091999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -2 -5 6 7 8 9 10 11 -6 -13 -14 15 16 17 18 -15 -16 22 -17 23 24 -21 26 27 -26 29 -29
right_child=3 2 -4 4 5 -7 -8 -9 -10 -11 -12 12 13 14 19 21 -18 -19 -20 20 -22 -23 -24 -25 25 -27 -28 28 -30 -31
leaf_value=0.0032557038482270138 -0.0032549358021996037 0.0032594466755771355 -0.0032540478691119217 -0.0027079686948302509 0.0014742963653564662 0.0031897403784236153 -0.0021988708353761648 0.003253807552173913 -0.0019792608558848413 -0.0013242736885516403 0.001991453697255161 -0.0026699881969850011 -0.0024416957510965532 -0.0029653464111642743 -0.0021874695088111695 -0.0028610503411355594 0.0015059222582573142 -0.0024920475464754095 0.0018636427891758106 -0.0017761257361662503 -0.0032241992807555018 0.0019471122752516136 0.001553472577025574 -0.0032608350004127572 0.0015643609503903425 -0.0021807980466950188 0.0031058530834461319 0.0011385791358217315 0.0021242649809890286 -0.0019634200243280084
leaf_weight=0.0043537223245948544 0.0081040235501177449 0.0022342109587043515 0.022304001767111004 0.011515849419083679 0.061983206213369613 0.0099709167648143193 0.021293916705417359 0.0091958984187385795 0.029880689836545571 0.050036226798852113 0.038817714326341957 0.018083840679821606 0.017768538284599344 0.0093184440171398819 0.04017653770756624 0.0056916712092061053 0.048890416373751577 0.050139537605559781 0.035103037959970607 0.032682632884871055 0.017258551252780308 0.1008678016274871 0.052593798917769163 0.016264525995779877 0.059284577350354084 0.018340359645662829 0.0206470345415255 0.021165858724998543 0.020495282758929534 0.050063090197113524
leaf_count=4 118 1 486 50 242 33 85 119 89 278 38 115 129 76 122 4 75 287 26 75 18 304 71 36 111 14 26 17 8 64
internal_value=0 -0.00176941 -0.00266099 -1.27499e-05 1.75369e-05 5.42028e-05 1.72494e-05 7.44666e-05 3.86175e-05 0.000115361 0.000213282 0.000114225 -1.85676e-05 5.9175e-05 0.000133362 0.000666287 -9.43723e-05 -0.000921765 0.000850649 -0.000248436 3.84614e-06 0.00169029 0.000194941 -0.000104085 0.000126485 0.000453767 0.000735254 0.000411128 -0.000334246 -0.00104165
internal_weight=0 0.0288919 0.0245382 0.875634 0.86753 0.856014 0.846043 0.824749 0.815553 0.785673 0.735636 0.696819 0.634836 0.616752 0.598983 0.250011 0.143451 0.094561 0.0444215 0.348972 0.308796 0.106559 0.291537 0.238943 0.222679 0.189996 0.171656 0.151009 0.0917242 0.0712289
internal_count=3121 491 487 2630 2512 2462 2429 2344 2225 2136 1858 1820 1578 1463 1334 772 464 389 102 562 440 308 422 351 315 240 226 200 89 81
is_linear=0
shrinkage=0.00325215


Tree=644
num_leaves=31
num_cat=0
split_feature=1 51 150 484 0 2 48 0 0 4 4 16 15 16 50 15 14 0 0 160 9 15 151 15 3 2 403 1429 15 3
split_gain=0.0326807 0.0382798 0.0337727 0.0287946 0.0338259 0.0284482 0.0258929 0.024946 0.0308604 0.0292149 0.0362305 0.0307209 0.029303 0.0272202 0.0240582 0.0253971 0.0272323 0.0235812 0.0324549 0.0214737 0.0213566 0.0264844 0.045225 0.0466103 0.0446845 0.0328595 0.0299012 0.0273506 0.0198626 0.0226048
threshold=0.094385000000000011 0.08955500000000001 0.080470000000000014 -0.0068949999999999992 -0.23051499999999997 0.13754500000000003 0.12879500000000002 -0.077999999999999986 -0.082009999999999986 -0.49405499999999997 -0.082109999999999975 0.31475000000000003 0.040760000000000005 0.24134000000000003 0.11610000000000001 -0.24436499999999997 -0.46885499999999997 -0.20211999999999997 -0.13843999999999998 -0.55323499999999981 0.091600000000000015 -0.0063699999999999989 -0.0071249999999999985 -0.090644999999999989 -0.084074999999999997 0.089775000000000008 -1.0000000180025095e-35 0.084990000000000024 -0.11713499999999999 -0.116045
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 5 -1 -5 14 -4 8 20 11 -11 -9 13 -12 15 16 -2 -17 -19 -3 21 22 23 25 27 -6 -26 -23 -20 -30
right_child=2 19 6 4 7 -7 -8 9 -10 10 12 -13 -14 -15 -16 17 -18 18 28 -21 -22 24 -24 -25 26 -27 -28 -29 29 -31
leaf_value=-0.0012952323365785904 -0.00048871638240479808 0.0012328929574918605 0.0008236468566337825 0.0011880427970447332 -0.0004728378593340715 0.00067393728146882329 -0.00031658260482017841 -0.0010382410296801419 -0.001294557216048906 0.00070096609602535013 0.00063373694259649216 0.00030872629845985161 -0.0012957874344883069 -0.0012950265284880746 -0.0010761021077475977 -0.00095252428366479657 0.0010345187787769155 0.00072015031340113818 -0.00097079193565353591 -0.0011363374252065051 0.00084602828703051879 -0.0012957288590728592 -0.0012984602520832501 -0.0010890000931797485 -0.0012951930495485053 0.0010099310594836666 0.00042208518231183094 0.0012971197619287304 -0.0011452537283416402 3.5817327196546678e-05
leaf_weight=0.033906955642350911 0.028019866237627866 0.0068894911455572574 0.16537484424043214 0.033858690854685736 0.044077460100197641 0.090476708111054904 0.041744589318113867 0.062261307459266391 0.047271774561977509 0.17921430132264504 0.054592962738752693 0.052010930623509921 0.031765834010457183 0.015786908981226588 0.039808100595109863 0.055244034570932854 0.065701188054390514 0.074492525116511388 0.05060230300296098 0.090560591330358764 0.030526108923368156 0.053878524686296947 0.091319876571105629 0.057394477089474094 0.01852670971311432 0.057830707099128631 0.20184321160650187 0.0077936034649610511 0.030378866891624057 0.2528680038008132
leaf_count=339 26 3 214 15 33 117 13 40 248 66 36 8 178 101 64 27 113 57 21 227 4 234 262 107 120 19 135 3 71 220
internal_value=0 -0.000192488 0.000135881 -0.000122036 -8.37852e-05 -2.0664e-06 0.000593835 -0.000126587 -0.000290579 0.000126454 0.000350492 -0.00042517 -0.000264413 0.000201096 -0.000104497 -3.50954e-05 0.000579116 -0.000159268 -5.1949e-05 -0.000968838 -0.00020631 -0.000266617 -0.000572631 -0.000156551 5.30645e-06 0.000368602 0.000277712 -0.000968067 -0.000224229 -9.08552e-05
internal_weight=0 1.17131 0.894711 1.07386 1.03995 0.687592 0.207119 1.00609 0.610462 0.395632 0.28136 0.114272 0.102146 0.0703799 0.597115 0.557307 0.0937211 0.463586 0.408342 0.0974501 0.563191 0.532665 0.250623 0.159303 0.282042 0.101908 0.22037 0.0616721 0.333849 0.283247
internal_count=3121 2178 943 1948 1609 716 227 1594 1165 429 381 48 315 137 599 535 139 396 369 230 917 913 421 159 492 52 255 237 312 291
is_linear=0
shrinkage=0.00129368


Tree=645
num_leaves=31
num_cat=0
split_feature=1 50 128 50 401 454 0 157 123 158 1444 33 9 159 12 3 3 2 159 1374 3 15 133 15 4 43 12 160 4 1
split_gain=0.0081236 0.0135295 0.0131352 0.0104184 0.0149673 0.0103708 0.00993633 0.00905746 0.0107284 0.0105584 0.0100903 0.01003 0.0131904 0.0101127 0.0106787 0.0116896 0.0140218 0.0213283 0.0127984 0.011906 0.0172959 0.0198038 0.0112569 0.0106039 0.0118747 0.0226442 0.0105105 0.0174795 0.0133748 0.00981771
threshold=0.10752500000000002 0.10647500000000001 0.086435000000000012 0.10030500000000002 0.083100000000000021 -1.0000000180025095e-35 -0.014954999999999998 -0.084489999999999996 1.0000000180025095e-35 0.085900000000000018 -0.088214999999999988 -0.0066799999999999993 0.091600000000000015 -0.032739999999999991 0.10832500000000002 0.10299500000000002 -0.10831999999999999 0.092875000000000013 0.082585000000000006 -0.094929999999999987 0.076840000000000006 0.088235000000000022 -0.11008499999999999 0.050935000000000008 -0.49013999999999996 -0.45785999999999999 0.084100000000000022 0.083670000000000008 -0.017809999999999996 0.093575000000000019
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 -1 -2 10 9 11 -7 -9 13 -13 15 16 23 18 19 -18 21 26 -23 24 25 -15 28 -28 -21 -19
right_child=6 -3 -4 -5 -6 7 -8 8 -10 -11 -12 12 -14 14 -16 -17 17 29 -20 20 -22 22 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=-0.0029535938077240222 0.00028799596326778735 -0.0035930040427860602 -0.0035949908035836642 0.0028545822590281865 -0.0035147292918902033 0.0036014326703813619 0.0033423229245582785 -0.0029084820895504604 0.002112303213337188 -0.0028182660257819701 -0.003584376775767539 -0.0035924138291820598 0.0036210482209334707 0.0030028685834790048 -0.0022458118647222282 0.0018929094263865154 -0.0028225054464496358 -0.002986360962278238 -0.0035941846499085196 0.0025854661989236903 0.0024938596223053754 -0.0035925352835553381 0.0023209521394182732 -0.0013054137889870884 0.0027580151340892635 -0.0036076776105464243 -0.0035947773738981299 0.001412582815327993 -0.0014448738942855737 0.00094771579067745994
leaf_weight=0.015994155088492334 0.2463525957280126 0.015649820782641655 0.014440643887098759 0.014714424741669063 0.017094144440250147 0.0029894236940890542 0.014542746630809233 0.014430004828682286 0.031139735112446942 0.01727553833273987 0.016023346912788838 0.0097419399252771655 0.013555541256209835 0.013852840173058212 0.02354650877396125 0.048682726992410608 0.014247060236812104 0.048493404406258378 0.011259124785965469 0.017959841257379594 0.045958930786582641 0.0045719682075286974 0.044993467245944885 0.0178575093946165 0.052064868055822444 0.012903768495107215 0.033580152742842984 0.01227260799942087 0.025959883251744031 0.0098374465976576175
leaf_count=56 473 257 165 43 212 1 117 19 95 182 134 184 6 5 83 56 16 208 77 22 30 27 119 37 62 36 323 13 47 16
internal_value=0 -0.000296783 -0.00021158 -0.000128909 -0.000205087 -0.000103913 0.000458249 -2.00062e-05 6.82969e-05 -6.07984e-05 -0.00245453 3.93272e-05 0.00013153 2.58938e-05 0.000106364 0.000239986 2.00128e-05 -0.00040132 0.000130391 0.000340547 0.000583747 -4.62801e-05 0.00177549 0.00119292 0.00175893 -0.000185165 -0.00105212 -0.00225454 0.00020323 -0.00232288
internal_weight=0 0.621091 0.605441 0.591 0.576286 0.559192 0.260895 0.543198 0.524185 0.493045 0.0190128 0.47577 0.46134 0.447784 0.438042 0.414496 0.365813 0.269134 0.210803 0.199544 0.185297 0.139338 0.0495654 0.096679 0.0788215 0.0267566 0.0897725 0.0458528 0.0439197 0.0583309
internal_count=3121 2531 2274 2109 2066 1854 590 1798 1663 1568 135 1386 1367 1361 1177 1094 1038 898 674 597 581 551 146 140 103 41 405 336 69 224
is_linear=0
shrinkage=0.00359063


Tree=646
num_leaves=31
num_cat=0
split_feature=31 39 42 376 1456 4 151 457 1375 1 158 49 403 484 11 3 15 151 12 160 4 484 15 3 16 43 43 3 15 0
split_gain=0.00819865 0.00788308 0.00910082 0.00912906 0.0102238 0.01061 0.0163213 0.0109506 0.0126795 0.0120632 0.0118141 0.0115748 0.0111978 0.0120866 0.0102559 0.0107832 0.0134623 0.0117583 0.0121407 0.0111659 0.0111002 0.0096817 0.00976587 0.0180478 0.0118371 0.0143285 0.0160058 0.0122679 0.011389 0.0110361
threshold=-1.0000000180025095e-35 0.16946000000000003 -0.26584999999999998 0.048375000000000008 0.075120000000000006 0.27044500000000005 -0.24462999999999999 0.080930000000000016 -0.43996499999999994 0.089770000000000016 0.094245000000000009 -0.076109999999999997 -1.0000000180025095e-35 0.073690000000000019 0.081790000000000015 -0.10519499999999998 0.079055000000000014 0.061780000000000009 0.10711000000000002 0.099315000000000014 -0.46376499999999993 0.093095000000000025 0.088235000000000022 -0.084074999999999997 -0.29154999999999992 -0.074359999999999996 -1.0000000180025095e-35 0.10542000000000001 -0.0088349999999999974 -0.10151999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 7 -7 10 -9 11 12 -10 13 -4 15 16 20 18 19 21 -14 22 23 -17 -25 -26 -27 29 -29 -28
right_child=1 -3 3 -5 -6 6 -8 8 9 -11 -12 -13 14 -15 -16 17 -18 -19 -20 -21 -22 -23 -24 24 25 26 27 28 -30 -31
leaf_value=0.0034596931139720768 -0.0034560522540265106 0.0034588313070978709 -0.0034527621114593902 0.0014851561975810575 -0.0034536792552292894 -0.0034544802368056036 0.0014403618976422598 -0.0013905929807357621 0.0012909667376799733 0.0026143481022753009 -0.0034045496323118372 -0.0023252649389725118 -2.7682128341582272e-05 0.00075765958219038221 -0.0034544137034560477 -0.0034555876997099918 -0.0012900368750094506 -0.0025793573118576283 -0.0028563328104917671 -0.003188679521427722 0.0029497388264692801 -0.0034556239777004832 0.0012438548974789687 -0.0021938609900852219 0.0017041215674564001 -0.0033689104786224426 0.00019854926779312279 -3.6195417364072124e-05 0.0033565757392352048 -0.0023947879594673495
leaf_weight=0.0077751016823413002 0.0096967003908048355 0.0073457639473417649 0.026997347456699572 0.041459983292497782 0.011177920759052995 0.0089846759146894328 0.083700166716766944 0.027229998802795308 0.031924623236818661 0.043229098317169701 0.015996735833141429 0.015740433071186999 0.024709036254989769 0.011614200582584999 0.011676513989414161 0.018815503188193361 0.023622536194125132 0.027895403272850672 0.020259934639909716 0.013501511520757958 0.037621914945702883 0.0093358003285857194 0.070980655875814591 0.025085485138106378 0.062637040092113239 0.017405889784981809 0.064151742800731881 0.024883659686111059 0.022386986231140327 0.028109111293588285
leaf_count=86 18 21 605 116 236 14 264 9 37 51 160 62 15 31 98 161 33 66 105 70 40 69 238 29 202 65 50 39 31 100
internal_value=0 -0.000100668 -0.000132139 -9.2887e-05 -0.000176801 -0.000129138 0.000965866 -0.000279314 0.000675247 0.00129413 -0.0004815 9.67784e-05 -0.000395179 -0.00218628 -0.000257711 -0.000181752 0.000928606 -0.000417143 -0.000257389 -0.000110019 0.00176944 1.08875e-05 0.00010765 -0.000198446 5.20438e-05 0.000308629 -0.000248341 0.000140935 0.00157059 -0.000591563
internal_weight=0 0.838176 0.830831 0.821134 0.779674 0.768496 0.0926848 0.675811 0.118124 0.0908942 0.557687 0.0476651 0.54169 0.0386115 0.503079 0.491402 0.0859535 0.405449 0.377553 0.357293 0.062331 0.343792 0.334456 0.263475 0.24466 0.219574 0.156937 0.139532 0.0472706 0.0922609
internal_count=3121 3035 3014 2996 2880 2644 278 2366 159 150 2207 99 2047 636 1411 1313 88 1225 1159 1054 55 984 915 677 516 487 285 220 70 150
is_linear=0
shrinkage=0.00345121


Tree=647
num_leaves=31
num_cat=0
split_feature=147 1 1374 1374 52 484 1447 14 122 123 151 151 4 45 47 128 3 0 1 11 457 133 3 50 12 13 1186 1186 0 1
split_gain=0.00747557 0.00824279 0.01401 0.0128903 0.0118663 0.0116121 0.0115653 0.00943504 0.00941401 0.0111537 0.00968635 0.00951434 0.00934394 0.0119204 0.00966776 0.0106514 0.0104774 0.0192254 0.0100543 0.00930201 0.00927999 0.0089256 0.00849502 0.00849012 0.0085989 0.00815687 0.0074938 0.0088495 0.0100128 0.0154213
threshold=-1.0000000180025095e-35 0.094385000000000011 -0.094929999999999987 -1.0000000180025095e-35 -0.43320999999999993 -0.0068949999999999992 -1.0000000180025095e-35 0.062655000000000016 0.10544500000000001 1.0000000180025095e-35 -0.40381499999999992 -0.092724999999999988 -0.064804999999999988 0.13740500000000003 0.093140000000000014 0.086435000000000012 0.12178000000000001 -0.15202999999999997 0.12958500000000003 0.10177000000000001 -0.072694999999999996 -0.49970500000000001 -0.10519499999999998 0.10124500000000002 -0.10022999999999999 -0.077944999999999987 0.091245000000000007 0.085175000000000015 -0.060129999999999996 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 -3 -5 -6 23 9 10 -8 -12 13 -13 15 16 19 -18 22 20 -14 -11 -16 24 -7 -24 27 28 29 -26
right_child=1 4 3 5 6 7 8 -9 -10 21 11 12 14 -15 18 -17 17 -19 -20 -21 -22 -23 25 -25 26 -27 -28 -29 -30 -31
leaf_value=-0.0039839638491088207 -0.0043066244487439667 -0.0042936409540966138 0.0037095029162986367 -0.0042948520022103552 -0.0031658444173637136 -0.0042984019315310653 -0.0036074384851375384 -0.0042949672052671984 -0.00376094568130712 -0.0043018489498375823 0.0041776492316625679 -0.0026404977844010176 -0.00074972556908036521 0.00285513794902803 0.0015557726354289341 -0.0027604038747778272 -0.0018117903922692084 0.0042963178986599546 0.0017243855162401534 -0.0012857292182495963 0.0035984438723594549 0.0042222015494144975 0.00079237233750104128 -0.004293751252286454 -0.0015947210866418874 -0.0038248563647538306 -0.0042946522931216332 0.0033726578942895958 0.00096440799378298908 0.00060133945411173714
leaf_weight=0.0089385676551501092 0.016459540264804673 0.0094260436053446028 0.014464646479609655 0.013709185867440965 0.014479355623734591 0.0086933291981949878 0.0096400611546414439 0.010499788037577673 0.008290887712064432 0.002483103657141327 0.014295972785475897 0.030437312270805705 0.010241990254144184 0.0095475006819469854 0.012318219713051803 0.0098680813980536186 0.030110743913610349 0.013854716296918923 0.027827317542687524 0.0099827371013816446 0.076894894475344699 0.025402161500323928 0.0096553117073199246 0.0090025275355287704 0.12353786425796898 0.026064445608881215 0.0072777273621795749 0.014635609130664307 0.12240091469391245 0.11250387088568914
leaf_count=22 38 118 9 397 46 23 20 63 8 1 24 77 16 8 10 17 24 79 24 16 172 205 8 149 969 62 33 18 184 281
internal_value=0 -3.79227e-05 -0.000420206 -0.000273733 0.000455905 -0.000410179 0.000587042 -0.000279827 0.00075326 0.000870724 0.000622079 0.000767127 0.000584383 -0.00132826 0.000921554 0.00154961 0.00185107 0.000113041 -0.000328118 0.00263786 0.00308736 0.00346316 -0.00151709 -0.000173916 -7.85834e-05 -0.00257679 1.78638e-05 0.000101989 -3.1556e-05 -0.000548019
internal_weight=0 0.804006 0.453185 0.436725 0.350821 0.422261 0.341395 0.408552 0.326915 0.318625 0.290739 0.281099 0.266803 0.0399848 0.226818 0.150953 0.141085 0.0439655 0.0758653 0.0971196 0.0871369 0.0278853 0.048038 0.398052 0.389049 0.0357198 0.380356 0.373078 0.358443 0.236042
internal_count=3121 3099 2164 2126 935 2117 817 1720 771 763 557 537 513 85 428 324 307 103 104 204 188 206 80 1657 1508 70 1485 1452 1434 1250
is_linear=0
shrinkage=0.00429114


Tree=648
num_leaves=31
num_cat=0
split_feature=1 48 3 47 48 51 50 128 50 454 42 3 42 3 49 4 1 1374 1 51 133 52 43 455 394 2 160 0 1 3
split_gain=0.0459667 0.0361094 0.0375507 0.037994 0.0420665 0.040817 0.035204 0.0334932 0.0309555 0.0300424 0.0341181 0.0467387 0.041057 0.0480413 0.0592678 0.0473943 0.0426937 0.0384164 0.0424149 0.043591 0.0364537 0.0357536 0.0283497 0.0315175 0.0354809 0.0272441 0.0288342 0.0260951 0.0240847 0.0227019
threshold=0.10752500000000002 -0.089099999999999999 0.16158000000000003 0.13148500000000005 0.12879500000000002 -0.43017499999999992 0.10647500000000001 0.086435000000000012 0.11875500000000001 -1.0000000180025095e-35 0.092145000000000019 -0.15121499999999996 0.091295000000000015 -0.078934999999999991 -0.087004999999999985 -0.083854999999999985 0.094465000000000007 -0.094929999999999987 0.092695000000000013 -0.096089999999999981 0.10622000000000002 0.084735000000000019 -0.50216499999999986 0.081825000000000009 0.15288500000000002 0.11237500000000002 -0.080409999999999995 -0.13027499999999997 0.14089500000000002 0.084940000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 -2 3 4 5 -3 7 9 25 -1 11 -11 13 15 -15 21 17 -16 19 -19 29 -13 -12 24 -24 26 -7 -17 -5 -21
right_child=1 2 -4 28 -6 8 -8 -9 -10 10 22 12 -14 14 16 27 -18 18 -20 20 -22 -23 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0010978809879927623 -0.00083174727729687619 -0.0012963038654200442 0.00095054266148574115 -0.00094862040709992892 -0.00051785534531449988 -0.00058318513930989138 -0.0012952997853022735 -0.0012971095165213459 -0.0006160131392503453 0.00077982233478475927 0.00059585992897845006 0.00049845412806404413 0.00091627249950374944 -0.0010682496991372401 -0.0013034541401013139 3.7821591018529035e-05 0.00077666227792010372 -0.0012963267407462872 -0.0010504438994339009 0.00010088361998566641 -0.00088607604701283825 -0.00098059140773407941 -0.0011492975789992358 0.0009419905651413754 0.00088875897717608746 0.0012022236672480154 0.0006488507659551606 -0.0010290080859189366 0.00017918166486789681 0.00072100179714698382
leaf_weight=0.050817925816773246 0.052894375876348931 0.020263887345208786 0.11584880568716471 0.075195735247689299 0.083661914664844517 0.038424453194238595 0.04606956544876073 0.041433944857089844 0.032587089270236902 0.11415964528168809 0.029536167385231238 0.10191225515063651 0.064884950367741223 0.072266828792635351 0.03560800408013165 0.046902431713533033 0.14900697447228595 0.030178807809534192 0.04966864130255999 0.18700246628304773 0.038753310585889267 0.037388240197287814 0.14444936437803324 0.016272629327431787 0.015866273082792759 0.11936427584259945 0.18417388496254705 0.210994761730945 0.054774589458247647 0.20948073554973234
leaf_count=56 19 25 134 35 32 24 257 165 27 130 13 113 41 31 8 29 112 64 20 183 24 148 365 16 2 151 132 707 11 47
internal_value=0 0.000200125 0.000275482 0.000146949 0.000315436 0.000492012 -0.00017992 -0.000148713 0.000588764 -0.000119069 -8.70674e-05 -1.21241e-05 -8.53857e-05 -0.000140975 4.71304e-05 -0.000506562 0.00016233 -3.89696e-06 8.59421e-05 0.000207216 0.00031147 0.000101478 -0.000577253 -0.000773468 -0.000947593 0.000703572 0.000436179 -0.000834989 -0.00047332 0.000428521
internal_weight=0 0.777189 0.724295 0.608446 0.478476 0.394814 1.69265 1.64658 0.37455 1.60515 1.55433 1.34821 1.23405 1.16916 0.771966 0.397198 0.699699 0.550692 0.515084 0.465415 0.435237 0.1393 0.206124 0.176588 0.160316 0.341963 0.222598 0.257897 0.12997 0.396483
internal_count=3121 590 571 437 391 359 2531 2274 334 2109 2053 1657 1527 1486 489 997 458 346 338 318 254 261 396 383 367 307 156 736 46 230
is_linear=0
shrinkage=0.00129368


Tree=649
num_leaves=31
num_cat=0
split_feature=1 47 12 50 4 48 50 158 157 3 3 12 51 403 15 3 2 3 13 16 52 150 402 11 133 16 159 14 1374 1
split_gain=0.040423 0.041336 0.0384641 0.0439638 0.0364671 0.0650199 0.0316355 0.0297643 0.0346198 0.0311795 0.0344445 0.0495047 0.0421626 0.0394122 0.0421596 0.0359241 0.0356434 0.034629 0.0362686 0.0326751 0.0316419 0.0474552 0.0296985 0.0282448 0.0282873 0.0274308 0.027171 0.0262824 0.0281118 0.0257017
threshold=0.10060500000000001 0.087885000000000019 -1.0000000180025095e-35 0.11610000000000001 -0.033174999999999989 0.12879500000000002 0.10124500000000002 0.084765000000000021 -0.084489999999999996 -0.11255999999999998 0.092670000000000016 0.092355000000000007 0.088210000000000011 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.076669999999999988 -0.013254999999999998 -0.084074999999999997 0.016935000000000002 -0.094359999999999986 -0.085984999999999992 0.083095000000000016 -0.50169499999999989 0.080455000000000013 0.0068000000000000014 0.22339500000000004 0.083335000000000006 -0.46885499999999997 0.093750000000000014 0.10781
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 -2 4 26 27 7 8 -1 23 11 12 13 -11 15 -15 -16 18 -18 -12 -17 -22 -13 24 -10 -21 -4 -6 -29 -3
right_child=1 29 3 -5 5 -7 -8 -9 9 10 19 22 -14 14 16 20 17 -19 -20 25 21 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=-0.0013503040281302235 0.0011626110869565824 -0.001104376519835418 -0.00073847587955830991 -0.0013496381960280456 -0.00028748342816421084 -0.00080495729323218888 -0.001348158361963968 -0.0010309706709808752 0.00081818386816642221 -0.0011098820718639375 -0.0006667643502467998 0.00092757442526591408 -0.0012828079706636844 -0.0011654961763289801 -0.0013487803079426128 -0.0010217803058748232 -0.00093326505931240174 0.00076445830443589683 0.0010643953310593001 0.00094989513900099439 -0.00026809458675771254 0.0012719899493419447 -0.0013491246118165186 -0.0006382410877629073 -0.00036940764462787623 -0.00013774735413286899 0.0010362980411018836 0.0010750628566829714 -0.00042599382796862172 -6.7557583693868647e-05
leaf_weight=0.041073126978062979 0.09281332014779764 0.050768614986736793 0.080693461060945992 0.030425670236581936 0.036700520198792219 0.055883042979985476 0.043058482780452212 0.070366253179599769 0.15761395821027679 0.062590087315129495 0.052671525801997632 0.011495518272568006 0.058725935223719716 0.073559200958242976 0.020598042894562241 0.050192293023428647 0.051622369877804886 0.2110593090128533 0.024174188296456123 0.11130932426749496 0.12131208476967004 0.051688040744920727 0.10691454088328101 0.044536686831634142 0.047218889574651257 0.067468748808096279 0.019379972363822162 0.23340645869757271 0.025025364942848682 0.29489288341574138
leaf_count=107 236 32 96 25 10 11 280 233 67 363 14 11 63 220 18 29 99 149 8 31 55 21 446 44 38 39 11 185 12 168
internal_value=0 0.000147912 0.000369244 0.00021632 0.000321943 0.000526278 -0.000211395 -0.000177314 -0.000133334 -9.56023e-05 -0.000195036 -0.000321184 -0.00018949 -9.31997e-05 1.21191e-05 -0.00034977 0.000361411 0.000484214 -0.000296141 0.000264935 -8.09254e-05 0.000192044 -0.0011281 0.000333196 0.000544416 0.000539432 -0.000394778 0.000778346 0.000929707 -0.000219839
internal_weight=0 0.919989 0.574328 0.481514 0.451089 0.351015 1.47925 1.43619 1.36582 1.32475 1.07538 0.843932 0.725522 0.666796 0.604206 0.296752 0.307454 0.286856 0.0757966 0.23145 0.223192 0.173 0.11841 0.24937 0.204833 0.178778 0.100073 0.295132 0.258432 0.345661
internal_count=3121 786 586 350 325 218 2335 2055 1822 1715 1566 1482 1025 962 599 325 274 256 107 84 105 76 457 149 105 70 107 207 197 200
is_linear=0
shrinkage=0.00134594


Tree=650
num_leaves=31
num_cat=0
split_feature=1 52 47 15 1 48 14 160 3 0 0 43 47 0 0 15 151 15 0 0 474 51 51 150 4 3 4 52 2 159
split_gain=0.028734 0.0318389 0.0300727 0.0346025 0.0445141 0.0391998 0.0398609 0.0327154 0.0324923 0.0271183 0.0265791 0.0237787 0.0239136 0.0233729 0.0226302 0.0268027 0.0288164 0.0305625 0.0271508 0.0266931 0.0292215 0.0237697 0.0426659 0.0244123 0.0227116 0.0199472 0.0193013 0.039973 0.0252663 0.0198053
threshold=0.094385000000000011 -0.43320999999999993 0.093140000000000014 0.035560000000000008 0.11146500000000002 0.12879500000000002 -0.23083499999999998 -0.51146999999999987 0.16158000000000003 -0.060129999999999996 -0.11242999999999999 -0.073959999999999984 0.13206500000000002 -0.081894999999999982 -0.10011499999999998 0.083935000000000023 0.13982000000000003 0.090615000000000015 -0.084269999999999984 -0.10224499999999999 0.084660000000000027 0.045645000000000005 0.08955500000000001 0.086730000000000015 -0.084369999999999987 -0.14989499999999997 -0.49405499999999997 0.10347000000000002 0.12437500000000001 0.092630000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=9 -2 3 5 -5 6 13 -8 11 14 -6 12 -4 -3 19 -16 17 18 -17 20 21 23 -23 -1 -20 -15 27 -11 29 -28
right_child=1 2 8 4 10 -7 7 -9 -10 26 -12 -13 -14 25 15 16 -18 -19 24 -21 -22 22 -24 -25 -26 -27 28 -29 -30 -31
leaf_value=-0.001156194613799983 -0.0015173175786002758 -0.0007615325159075067 0.00065232104104762773 -0.0013033648493957824 0.0015236493963274892 -0.0009066919697954339 -0.0015202843247554235 0.0011578599216948591 0.0011092027008365562 -0.0012349220312588666 -0.00028830848332369224 -0.00082415701224302956 -0.00078999983703589003 -0.00046777726973533336 -0.0011377535749986184 -0.0015170393883479415 0.001525778601401073 -0.0013262774567743942 -0.0015166825736792355 0.00096594682570636003 0.00086074248984929237 0.00063527596831843697 -0.0011898193068993475 0.00064316863806919888 0.00068045075723216367 0.0015183722566482454 0.00097648236012317052 0.00058632759461886574 -0.00092240081794314418 -0.000302509757764367
leaf_weight=0.12272214264521608 0.026040801213639497 0.052507712158330833 0.070505072559171822 0.056188487116742181 0.032119212031830102 0.035720691783353686 0.010910364042501897 0.26534797404792709 0.037353081555920653 0.057319463785461267 0.044187004048581002 0.13941358447846142 0.042228954698657617 0.019726517246454023 0.15923435038280331 0.021884421053982694 0.018060425762087107 0.06323960558984254 0.012599932096236333 0.044207305058989621 0.043576045500230975 0.083874966603616485 0.045334171391914424 0.020170261146631674 0.076051018579619489 0.028261501333872729 0.11967341456238489 0.053557888000796083 0.0264726550785781 0.036239876848412678
leaf_count=157 119 28 45 82 12 10 10 387 25 64 31 106 12 13 798 210 3 329 134 29 24 36 40 24 146 63 84 18 62 20
internal_value=0 0.000133149 0.000184654 0.000394377 -0.000279522 0.000610847 0.000754727 0.00105209 -0.000210139 -0.000244286 0.00047439 -0.000405586 0.000112043 -6.27138e-05 -0.000404261 -0.000678062 -0.000296492 -0.000485881 -5.07216e-06 -0.000137166 -0.000291645 -0.000476195 -5.07489e-06 -0.000902202 0.000368173 0.000701922 0.00014354 -0.000355191 0.000446732 0.000679198
internal_weight=0 0.860511 0.83447 0.544969 0.132495 0.412475 0.376754 0.276258 0.289501 1.00422 0.0763062 0.252148 0.112734 0.100496 0.710955 0.35107 0.191835 0.173775 0.110535 0.359885 0.315678 0.272102 0.129209 0.142892 0.088651 0.047988 0.293263 0.110877 0.182386 0.155913
internal_count=3121 943 824 636 125 511 501 397 188 2178 43 163 57 104 1930 1620 822 819 490 310 281 257 76 181 280 76 248 82 166 104
is_linear=0
shrinkage=0.00151575


Tree=651
num_leaves=31
num_cat=0
split_feature=1213 475 1456 1 157 128 2 133 454 50 48 13 16 4 50 401 11 124 43 4 131 1 12 51 13 13 49 12 49 1374
split_gain=0.00804774 0.0108855 0.00750759 0.00771118 0.0143527 0.0114259 0.0104907 0.0101339 0.00988258 0.00992093 0.00908576 0.00929434 0.0152537 0.00979668 0.00900946 0.0115696 0.00953956 0.00910038 0.00883804 0.0182733 0.016849 0.00913112 0.0126894 0.0101929 0.00995886 0.0115579 0.0110588 0.0178185 0.0194437 0.0122895
threshold=-1.0000000180025095e-35 -0.086004999999999984 -1.0000000180025095e-35 0.10752500000000002 -0.084489999999999996 0.086435000000000012 0.14753000000000002 -0.25159999999999993 -1.0000000180025095e-35 0.10647500000000001 -0.089099999999999999 -0.076599999999999988 -0.42170999999999997 0.25615500000000008 0.10030500000000002 0.083100000000000021 0.081790000000000015 -0.043384999999999993 -0.15582499999999996 -0.51843499999999987 0.023795 0.104035 -1.0000000180025095e-35 -0.096089999999999981 -0.099939999999999987 -0.084154999999999994 -0.14917999999999998 0.090020000000000017 -0.086009999999999989 -0.094929999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -2 4 -4 8 7 -5 -6 14 -9 12 13 -12 15 16 17 -10 -19 -20 21 22 -21 -24 -25 -26 -27 28 -28 -30
right_child=2 -3 3 6 5 -7 -8 10 9 -11 11 -13 -14 -15 -16 -17 -18 18 19 20 -22 -23 23 24 25 26 27 -29 29 -31
leaf_value=0.0031288083954599641 -0.001887779471005598 -0.0026322815702997555 -0.003119739303197653 -0.0027552182681611324 -0.0025263774270612867 -0.0031297722549369729 0.0027856927181376971 -0.0018903608621134165 0.0019686399493582343 -0.0031277422507449437 -0.0028737495232248741 0.00023527547844867411 0.003067248060100676 0.0015554497110396985 0.0027430711372830583 -0.0030210820860931608 -0.0021146153138735888 0.0013873597423492933 -0.003140229837133249 -0.0028940520299136508 -0.0028679310717430553 0.0028212608379659682 -0.0031278098874499721 0.0016221178412496675 -0.0023091125458115686 0.0025015667995373684 -0.0031328274812643503 -0.002319286719883126 -0.0014069592391280771 0.0010423923258846995
leaf_weight=0.0037563762161880723 0.020172246337267552 0.021818273202370619 0.015586720131125276 0.009991376487960224 0.014770180339155559 0.011705448803184026 0.018263312768681317 0.014877733778121183 0.02747957920337285 0.0093143723022990343 0.0087518589571118355 0.14574503829680907 0.032999053721027849 0.011027684879536537 0.01255082745353775 0.011617892635285898 0.017688385436713361 0.047138758345454335 0.017795015833371508 0.012785204049578169 0.017692870089263124 0.013087209719742532 0.0083314090829844645 0.052002363824612985 0.017793227874108197 0.02042603722657077 0.013845889980530046 0.02622240190538605 0.023088755027856678 0.15039013078575181
leaf_count=4 258 487 180 14 54 112 111 17 98 129 5 248 95 67 20 81 73 66 15 36 169 31 97 38 118 11 19 217 16 235
internal_value=0 -0.0017861 -4.91401e-06 4.35957e-05 -0.000163673 -7.60311e-05 0.000507879 0.000321658 -6.4903e-06 6.80599e-05 0.000465717 0.000642286 0.00176622 -0.000404339 0.000128817 6.00858e-05 0.000136941 0.000225824 0.000111958 -4.90253e-05 0.000105637 0.000261303 0.000158182 0.000283217 0.00037677 0.000119544 0.000304238 9.40613e-05 0.000431891 0.000716402
internal_weight=0 0.0255746 0.803141 0.782969 0.541313 0.525726 0.241656 0.223393 0.514021 0.49925 0.213401 0.198524 0.0527786 0.0197795 0.489936 0.477385 0.465767 0.448079 0.420599 0.373461 0.355665 0.337973 0.324885 0.3121 0.303769 0.251766 0.233973 0.213547 0.187325 0.173479
internal_count=3121 491 2630 2372 1815 1635 557 446 1523 1469 432 415 167 72 1340 1320 1239 1166 1068 1002 987 818 787 751 654 616 498 487 270 251
is_linear=0
shrinkage=0.00312586


Tree=652
num_leaves=31
num_cat=0
split_feature=12 1 132 133 13 15 47 1 448 124 1 0 1 3 48 16 474 50 4 51 15 48 0 16 50 0 42 403 16 15
split_gain=0.0372769 0.0356072 0.0331407 0.0292094 0.0443122 0.0457003 0.0369006 0.0396867 0.0328962 0.0314722 0.0358555 0.0440975 0.0288243 0.0439985 0.0376647 0.0366008 0.030313 0.0250251 0.0276318 0.0337885 0.0366331 0.0278838 0.0211217 0.0249037 0.0273111 0.0227575 0.0332664 0.0296133 0.0200315 0.019058
threshold=0.084100000000000022 0.13075500000000004 0.081465000000000024 -0.065894999999999981 -0.0021749999999999994 0.035560000000000008 0.096175000000000024 0.13968000000000003 -0.081729999999999983 -0.53285499999999997 0.077845000000000011 -0.084044999999999995 0.094465000000000007 0.12178000000000001 0.086035000000000014 -0.076669999999999988 0.084660000000000027 0.10647500000000001 0.40473500000000007 -1.0000000180025095e-35 -0.11713499999999999 0.083685000000000009 0.18019500000000002 -0.25582999999999995 0.10030500000000002 -0.077999999999999986 0.12181500000000002 0.03138500000000001 -0.36241499999999999 0.091295000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 17 3 -1 8 6 12 -8 -5 -10 11 -11 14 -14 15 -6 -17 18 19 -2 -21 22 23 28 25 26 -25 -27 29 -22
right_child=1 -3 -4 4 5 -7 7 -9 9 10 -12 -13 13 -15 -16 16 -18 -19 -20 20 21 -23 -24 24 -26 27 -28 -29 -30 -31
leaf_value=-0.00078120190854368379 -0.0010274141853133583 0.00064051709171082248 0.0008541224457979216 -0.0011464207425794714 0.0010086030673433382 -0.00093466428172538226 -0.001105800730174521 0.00035991129852578968 -0.0012594425009927832 -0.0012450051386647264 0.0010883488523408002 0.00084224017422297867 0.00094792439652023781 -0.00021087075606031621 -0.00075963370490603655 -0.00036571365516460582 0.0008656669167042717 -0.0012450637876114106 0.00060158549090611314 -0.0012488269573103228 -0.00078212575057595561 0.0004251110366037368 0.0009984388039736686 -0.0012464420621179164 0.00088595903344698549 -0.00057803506230200326 0.00034067379733379718 0.00060942646029438436 0.00077580579604154872 0.00031063531018254103
leaf_weight=0.064523216344241408 0.093398597139639716 0.064861923938224209 0.081126564270107226 0.016771583854278793 0.063372737342433538 0.083720697577518877 0.078739513452092069 0.044821725983638316 0.012542305514216201 0.026505613197059574 0.1559532737887821 0.038212830138945941 0.13961373185156845 0.079514456061588135 0.086400803287688177 0.1387465316238381 0.039769615739714936 0.042512924731227031 0.053006851281679701 0.050340967231932265 0.046941695691202767 0.1089588867475868 0.019574126170482486 0.11581189051548801 0.020587828732459457 0.13856441663074237 0.02479014104574162 0.042409532402416517 0.047335575236502447 0.052023977536009625
leaf_count=94 385 55 105 8 15 60 51 9 1 125 295 26 98 22 31 71 28 238 38 94 41 90 5 730 19 288 12 51 20 16
internal_value=0 -0.000247751 8.79193e-05 2.97834e-05 8.18667e-05 -6.84277e-05 3.9656e-05 -0.000574115 0.000535602 0.000656564 0.000765464 -1.25968e-05 0.000178194 0.000527436 -5.49188e-05 0.0001968 -9.13882e-05 -0.000315038 -0.00026645 -0.000326934 -0.000228897 -0.00014568 -0.000268098 -0.000318851 -0.000502441 -0.000591329 -0.000966611 -0.000299765 0.000110521 -0.000207686
internal_weight=0 0.921119 1.15034 1.06921 1.00469 0.7547 0.670979 0.123561 0.249986 0.233214 0.220672 0.0647184 0.547418 0.219128 0.32829 0.241889 0.178516 0.856257 0.813744 0.760738 0.667339 0.616998 0.508039 0.488465 0.342164 0.321576 0.140602 0.180974 0.146301 0.0989657
internal_count=3121 2082 1039 934 840 385 325 60 455 447 446 151 265 120 145 114 99 2027 1789 1751 1366 1272 1182 1177 1100 1081 742 339 77 57
is_linear=0
shrinkage=0.00124344


Tree=653
num_leaves=31
num_cat=0
split_feature=31 30 1446 1213 475 1425 4 1374 482 128 11 1 1 0 15 3 12 3 3 42 151 4 13 47 1 4 151 3 1375 160
split_gain=0.0073876 0.00752027 0.00730841 0.0075209 0.00983269 0.00763976 0.0107022 0.0102561 0.00981393 0.00869767 0.00869264 0.00959112 0.00913741 0.015476 0.0171196 0.0165966 0.0151166 0.0135646 0.013147 0.0124569 0.0114302 0.0107796 0.0107563 0.0134702 0.0186501 0.015274 0.0171192 0.0132264 0.0121862 0.0120928
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 0.11581000000000001 -1.0000000180025095e-35 -0.086004999999999984 1.0000000180025095e-35 0.50996500000000011 0.093235000000000012 0.092250000000000013 0.11596500000000001 0.081790000000000015 0.11866500000000001 1.0000000180025095e-35 -0.059114999999999994 0.083935000000000023 -0.084074999999999997 0.095175000000000023 -0.10519499999999998 0.11296500000000002 -0.106335 -0.50641499999999995 -0.49405499999999997 -0.083364999999999981 0.096300000000000011 0.12811000000000003 0.0061450000000000003 -0.086944999999999981 0.088060000000000013 -0.43996499999999994 -0.082179999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 -3 6 7 8 9 10 12 -12 13 14 18 19 -17 -14 20 -16 -5 -15 29 25 -25 26 -24 -28 -27 -19
right_child=1 2 -4 5 -6 -7 -8 -9 -10 -11 11 -13 17 21 15 16 -18 22 -20 -21 -22 -23 23 24 -26 28 27 -29 -30 -31
leaf_value=0.0035980298612965007 -0.0036058670978594367 0.0035937616142292508 -0.0035954416089731159 0.002220274405076553 -0.0029333451167728383 -0.0036046163464823967 0.0029249731605521714 -0.0027647666823471606 -0.0034548587481583824 -0.0035983222561066261 -0.0022583507260506338 0.0020611771819136768 0.0026374152692576255 -0.00069534859553320634 0.002846815288647866 0.0020138855799274671 -0.0036016904898319309 -0.0019769576149346341 0.0015253474119226891 -0.0035938556051319155 -0.0035940517893910005 0.0015872369469207236 0.0025214622785247414 -0.0032304433130869014 0.00047036563069253724 -0.00079084089329516333 -0.00010539159945419258 -0.0029512249926688253 0.0022301579164720384 0.002042512327467029
leaf_weight=0.0070269245035206032 0.007810155162587761 0.0034724002471193663 0.0074896194668667695 0.0047705697197670807 0.020797580855685283 0.0073805598943863506 0.016515776410983563 0.016873487961674982 0.010058647607365856 0.0080331798224051454 0.034092089721070806 0.0082265380260651 0.037934091687020555 0.043157419604540337 0.0048071127724824683 0.044630204320810662 0.0071736688735199996 0.011119000355620301 0.0092822788283228874 0.019894414448913267 0.050540145410252535 0.069839026901149737 0.021527708968278603 0.033896102891617375 0.036418985671843984 0.022279602009803057 0.065555718668520058 0.031017909858292114 0.075733365541509556 0.073048995144063156
leaf_count=86 2 4 43 22 486 78 118 43 117 42 106 19 93 23 19 127 51 33 7 162 603 104 36 88 25 4 252 59 102 167
internal_value=0 -9.9667e-05 -6.52463e-05 -3.16964e-05 -0.00199949 3.08302e-05 6.63017e-05 2.49241e-06 6.70719e-05 0.000116759 0.000159094 -0.00141866 0.000259857 -0.000274785 -0.00106779 8.14335e-05 0.00123625 0.000592389 -0.00242895 -0.00234045 -0.00309256 0.000715435 0.000383062 5.14612e-05 -0.00131365 0.000495614 -0.000373989 -0.00101943 0.00154345 0.00151152
internal_weight=0 0.803376 0.795566 0.788077 0.02427 0.763807 0.756426 0.73991 0.723037 0.712978 0.704945 0.0423186 0.662626 0.254095 0.141098 0.0765054 0.0518039 0.408531 0.064593 0.0247015 0.0553107 0.112996 0.370597 0.286429 0.0703151 0.216114 0.118101 0.0965736 0.098013 0.084168
internal_count=3121 3035 3033 2990 490 2500 2422 2304 2261 2144 2102 125 1977 1118 991 359 178 859 632 181 625 127 766 566 113 453 347 311 106 200
is_linear=0
shrinkage=0.00359063


Tree=654
num_leaves=31
num_cat=0
split_feature=124 38 3 1366 4 47 41 128 156 14 483 48 4 457 50 4 160 13 13 403 48 0 3 50 52 49 4 4 13 33
split_gain=0.0349514 0.054514 0.0447874 0.037859 0.0288751 0.0367292 0.034533 0.0330344 0.0332052 0.0279965 0.0253981 0.0261268 0.0309368 0.0289403 0.0288575 0.0272544 0.0266627 0.0264628 0.029814 0.0243654 0.0216878 0.0221539 0.0306354 0.0275314 0.0270067 0.0224166 0.0250637 0.0360253 0.0333021 0.0318339
threshold=-0.043384999999999993 0.095410000000000009 0.31299000000000005 -1.0000000180025095e-35 0.24564500000000003 0.12431000000000002 0.078475000000000017 0.086435000000000012 0.10499000000000001 -0.46885499999999997 0.088070000000000009 0.092475000000000016 0.033845000000000007 0.084685000000000024 0.10124500000000002 -0.39518999999999993 0.10493500000000001 -0.53104499999999988 -0.47860499999999995 -0.092474999999999988 0.092150000000000024 -0.14116499999999996 -0.10831999999999999 0.10030500000000002 -0.085984999999999992 1.0000000180025095e-35 -0.49013999999999996 -0.083854999999999985 -0.063184999999999977 -0.0066799999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -2 6 9 7 8 10 -6 11 14 13 15 16 -13 17 -5 -19 -20 21 24 -23 25 -21 26 -24 -28 -29 -30
right_child=2 -3 -4 4 5 -7 -8 -9 -10 -11 -12 12 -14 -15 -16 -17 -18 18 19 20 -22 22 23 -25 -26 -27 27 28 29 -31
leaf_value=0.00077979400988608489 -0.0012004336452521957 -0.0011765754143269712 0.0011970020133416513 -0.0012056209733378067 -0.00051061608873749834 -0.00078611493948427865 -0.0011291393960323642 -0.0011991989347025504 -0.0011984654956952163 0.00053675733834490722 -0.00096133228489411705 0.0010069666256775438 -0.00078860290995719771 0.0012018936788034075 -0.0011961876544747034 -0.00021453614180738117 -0.00090159539578587135 0.0011173411229199509 -0.0011956704016824354 -0.00035719265616096269 -0.001204247507758809 0.00036707895721294726 -0.0012026726685353839 0.0011616710480908392 0.00068494045147979093 -0.0011974183942238651 0.00056561476041665248 -0.00072313458978904264 -0.0012007362290915209 0.00020318617895090144
leaf_weight=0.1374333886742537 0.044879952954943403 0.023880069898950751 0.037860494417145563 0.026559476216788447 0.042756718990858644 0.044291547295870259 0.050885202754216041 0.039864630227384512 0.03789553721435357 0.24732544835205783 0.043551359155799108 0.039081255803466775 0.0291258504094003 0.061755437334795715 0.033750660803889221 0.078499130891031998 0.052678652137274184 0.033154968870802826 0.025180976017054046 0.048867630208405899 0.020990757559047779 0.17192384570989727 0.033127223008704298 0.019994618458440527 0.13004727964653195 0.03455309342621149 0.086698580178107498 0.14922464948676772 0.02652848168509081 0.17698176055274106
leaf_count=233 55 26 99 6 23 18 87 179 128 216 187 14 29 14 198 104 103 8 259 33 6 95 40 3 63 195 150 369 10 171
internal_value=0 0.000490182 -8.96581e-05 -0.000116275 -8.90207e-05 0.000227599 -0.000161988 -0.000126836 -9.54066e-05 0.00038238 -6.37937e-05 -3.32249e-05 0.000353865 0.000539413 -0.000108621 0.000191466 -7.32077e-05 -2.88523e-05 3.79702e-06 -3.6154e-05 -3.67375e-06 2.50307e-05 -7.1018e-05 -0.00021391 0.000400299 -0.000268146 -0.000200199 -0.000124626 -0.00029428 2.01785e-05
internal_weight=0 0.161313 1.86804 1.83017 1.78529 0.334374 1.45092 1.40004 1.36017 0.290082 1.32228 1.27872 0.208462 0.179336 1.07026 0.11758 1.03651 0.983833 0.957274 0.924119 0.898938 0.877947 0.699032 0.527108 0.178915 0.507114 0.472561 0.439433 0.352735 0.20351
internal_count=3121 259 2862 2763 2708 257 2451 2364 2185 239 2057 1870 161 132 1709 118 1511 1408 1402 1394 1135 1129 1033 938 96 935 740 700 550 181
is_linear=0
shrinkage=0.00119516


Tree=655
num_leaves=31
num_cat=0
split_feature=39 42 123 133 1456 1366 4 47 128 15 41 156 43 4 130 3 160 49 2 150 12 0 131 48 33 8 15 15 133 130
split_gain=0.00733091 0.00908159 0.00842952 0.0130646 0.0097191 0.00855791 0.00970311 0.0138716 0.0123183 0.0124919 0.0122028 0.0102336 0.00984387 0.0172921 0.0125617 0.00866546 0.0136863 0.0126641 0.0119367 0.0115674 0.00997271 0.0128378 0.0125402 0.0126343 0.00989457 0.00862692 0.0166692 0.0123866 0.0118589 0.0121351
threshold=0.16946000000000003 -0.26584999999999998 1.0000000180025095e-35 -0.080849999999999991 0.075120000000000006 -1.0000000180025095e-35 0.24564500000000003 0.12431000000000002 0.086435000000000012 -0.11713499999999999 0.078475000000000017 0.10499000000000001 -0.17390999999999998 -0.51843499999999987 -1.0000000180025095e-35 0.090900000000000009 0.099315000000000014 -0.082254999999999981 0.11389000000000002 0.10335500000000002 0.092355000000000007 -0.030209999999999997 0.10340500000000001 -0.40315499999999993 -0.0066799999999999993 -0.057044999999999992 -0.095244999999999982 -0.0063699999999999989 0.061605000000000007 -0.081769999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 4 -4 5 -3 8 -8 9 -7 11 12 14 -14 -11 16 19 -17 -19 20 21 24 23 -22 -15 -26 -27 -28 29 -29
right_child=-2 2 3 -5 -6 6 7 -9 -10 10 -12 -13 13 15 -16 17 -18 18 -20 -21 22 -23 -24 -25 25 26 27 28 -30 -31
leaf_value=-0.0037408477223579133 0.0037432833223564679 -0.0031090193948742567 -0.0022440740509162057 0.0022532495050011691 -0.0037382371944034093 -0.0030655867416466446 0.0014542577178684438 -0.0021470445829472953 -0.0037403631976620734 -0.0016452955320686948 -0.0034975689290855116 -0.0033556285373669637 -0.0036506002272156434 -0.003654064344221707 0.0027489073854816957 -0.001888318102328716 -0.0031446424063780276 0.002132189755682867 -0.00029318388859331365 -0.0037472348226231652 0.0037500244421930251 0.0026708018427022088 0.0015532141792594498 -0.0034708365282321582 -0.0037502531702663534 0.0026060279308338916 -0.0022416175644071404 0.0028073961481067931 0.0021932512267390076 -0.0011850757951249579
leaf_weight=0.0094590364426494489 0.0069784370150500754 0.013067301845921975 0.01130759972238593 0.044446276728990597 0.010478198685603957 0.020072967532939856 0.10039784562741261 0.017532841680804268 0.013828943871715182 0.011965253790549468 0.014075554538976576 0.012195755503285 0.018010932586548734 0.0094586312843603082 0.037634909339431033 0.02047164978012006 0.021559028589422269 0.080824477471196587 0.043591780500719324 0.011376167718481156 0.003806373104453086 0.030755625006804621 0.013821758795756978 0.030298691121402044 0.0071782020386308423 0.038349394249166835 0.031369172798349609 0.013011955208412473 0.035467430361677543 0.057900851081399196
leaf_count=18 23 48 26 236 236 124 263 17 180 34 70 128 29 11 63 26 121 69 47 76 1 40 68 382 2 39 201 28 97 418
internal_value=0 -0.000102601 -5.81529e-05 0.00134113 -0.000166734 -0.000113879 -5.75607e-05 0.000918849 -0.000257116 -0.000171587 -6.46299e-05 2.67049e-05 0.000106515 -6.1457e-05 0.00168888 8.24386e-05 -0.000275538 0.000834409 0.00128241 -5.68097e-05 9.78701e-05 0.000429473 -0.00144845 -0.00266494 7.18143e-05 0.000264101 0.000427735 -0.0001787 0.000429608 -0.000452488
internal_weight=0 0.783715 0.774256 0.0557539 0.718502 0.708023 0.694956 0.117931 0.577026 0.563197 0.543124 0.529048 0.516852 0.467252 0.0496002 0.449241 0.304353 0.144888 0.124416 0.282794 0.271418 0.223491 0.0479268 0.0341051 0.192736 0.183277 0.176099 0.137749 0.10638 0.0709128
internal_count=3121 3098 3080 262 2818 2582 2534 280 2254 2074 1950 1880 1752 1655 97 1626 1484 142 116 1363 1287 836 451 383 796 785 783 744 543 446
is_linear=0
shrinkage=0.0037357


Tree=656
num_leaves=31
num_cat=0
split_feature=1425 15 50 1374 480 15 3 156 483 48 453 50 13 13 160 403 48 51 3 1 50 402 39 51 0 0 1 0 0 52
split_gain=0.00673071 0.00819495 0.0139725 0.00946761 0.00854555 0.00833092 0.0108889 0.00955741 0.00908823 0.0109982 0.011538 0.0107781 0.0107744 0.0161223 0.0129242 0.0116883 0.01039 0.0173265 0.00981044 0.00961617 0.00838745 0.0104851 0.0082363 0.00872179 0.0104481 0.0157302 0.011405 0.0112899 0.0116642 0.0166977
threshold=1.0000000180025095e-35 -0.24436499999999997 0.11843500000000001 0.10637000000000001 0.084710000000000021 -0.18895499999999996 0.31299000000000005 0.10499000000000001 0.088070000000000009 0.093265000000000015 1.0000000180025095e-35 0.10124500000000002 -0.53104499999999988 -0.47860499999999995 0.10648000000000001 -1.0000000180025095e-35 0.12737000000000001 0.13095500000000002 -0.097604999999999983 0.080270000000000022 0.10030500000000002 1.0000000180025095e-35 -1.0000000180025095e-35 0.08955500000000001 -0.10607499999999999 -0.10224499999999999 1.0000000180025095e-35 -0.10011499999999998 -0.077999999999999986 0.083680000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 -3 7 8 9 11 16 12 -7 -14 15 18 -11 -18 19 -15 21 22 -17 24 26 -26 -24 -27 29 -29
right_child=-2 3 -4 -5 -6 6 -8 -9 -10 10 -12 -13 13 14 -16 20 17 -19 -20 -21 -22 -23 23 -25 25 27 -28 28 -30 -31
leaf_value=0.0022669485043280003 -0.0032645597774428776 -0.0024134721077168791 -0.0018272452047910638 -0.0029702612260924044 -0.0032538727149708062 -0.0032636023941784 0.0032544803927158235 -0.003255819828101776 -0.0025037775524834522 0.0023612259275612177 -0.0021462431251809827 -0.0032535234840385214 0.0032609368150912175 -0.0032543631562613091 -0.0028319075770544999 -0.0020828545510339137 -0.0028678599703714953 0.0017964493069674635 -0.003253462113538331 0.0026477048855231789 0.0032107191876443977 -0.0029563691776021681 -0.0017223553570102322 -0.0016087948636256282 -0.0031693842930042319 0.0024636496710307458 0.0014371492833632417 -0.0029018550066059606 0.00049349584012298219 0.00039649852459943817
leaf_weight=0.036297298056979344 0.0068596466823578331 0.01511812352441666 0.011644398720818572 0.012089465283679601 0.008787318651940268 0.010722639271989465 0.010881666218210739 0.0095467003122280403 0.014723281404258159 0.053333930332655655 0.010566832945187343 0.011259087720304706 0.015832134733500425 0.004689434354304467 0.017329187549592007 0.016311592355123139 0.013198072178283837 0.023282094854948809 0.020162321531756788 0.0077364128974295454 0.0093626185043831356 0.011558570478314323 0.013419068701750803 0.024458526713260653 0.015545867930995882 0.021343830375371908 0.1214262850716068 0.030782294563948653 0.14548528816385442 0.034345141575954585
leaf_count=231 78 72 19 26 213 6 59 86 140 134 21 192 9 48 104 28 22 28 507 22 3 142 32 63 15 12 153 243 294 119
internal_value=0 -2.84463e-05 0.00127252 -0.000117129 -6.72273e-05 -2.61938e-05 2.78913e-05 -2.55967e-05 2.20755e-05 8.09046e-05 0.00106822 -0.000105469 -3.73742e-05 3.04846e-05 -7.30568e-05 2.72494e-05 0.00144641 0.00010896 -0.00185266 0.000420303 0.000165216 9.96184e-05 0.000183101 0.000273958 0.000394396 -2.41889e-06 0.00112273 0.000209833 -1.85723e-05 -0.00116246
internal_weight=0 0.751239 0.0479417 0.703298 0.691208 0.682421 0.667303 0.656421 0.646875 0.632151 0.100381 0.53177 0.520511 0.509789 0.493956 0.476627 0.0898141 0.0364802 0.0325882 0.0124258 0.444039 0.434676 0.423118 0.406806 0.382348 0.247502 0.134845 0.231957 0.210613 0.0651274
internal_count=3121 3043 250 2793 2767 2554 2482 2423 2337 2197 205 1992 1800 1794 1785 1681 184 50 577 70 1104 1101 959 931 868 683 185 668 656 362
is_linear=0
shrinkage=0.00325215


Tree=657
num_leaves=31
num_cat=0
split_feature=147 1348 52 48 123 2 2 484 45 48 1 48 47 474 39 42 33 9 48 1374 0 52 13 13 12 16 4 3 51 51
split_gain=0.00667967 0.00886411 0.00869892 0.00891916 0.00861355 0.0148207 0.00940104 0.00877594 0.00752589 0.0188196 0.00994399 0.0101464 0.0118256 0.0120257 0.0104437 0.00945376 0.00759122 0.00940349 0.00973607 0.0139095 0.0158451 0.00984571 0.00910371 0.0139294 0.00851691 0.00899096 0.0170883 0.00992831 0.00766534 0.0082853
threshold=-1.0000000180025095e-35 0.084895000000000012 0.19022000000000003 0.15557000000000001 1.0000000180025095e-35 0.093680000000000013 -1.0000000180025095e-35 -0.0068949999999999992 0.13474500000000003 0.12737000000000001 0.10752500000000002 -0.084964999999999985 0.13206500000000002 -1.0000000180025095e-35 0.10508500000000001 -0.11051499999999999 -0.0066799999999999993 0.091600000000000015 0.095425000000000024 -0.094929999999999987 -0.23091999999999999 -0.23798499999999997 -0.53104499999999988 -0.47860499999999995 0.10832500000000002 0.31475000000000003 -0.49013999999999996 -0.15447499999999995 0.087505000000000013 0.084745000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 7 6 -6 -2 9 10 15 -12 13 -13 -15 -9 -17 18 19 -18 -21 -22 -23 -24 25 26 -25 -28 29 -29
right_child=1 -3 -4 -5 5 -7 -8 8 -10 -11 11 12 -14 14 -16 16 17 -19 -20 20 21 22 23 24 -26 -27 27 28 -30 -31
leaf_value=-0.0037241217821716546 -0.0023899700706452478 0.0031497989067550071 -0.0017654118170177414 0.003457236333980397 0.0040442491058181778 0.0033142177608808609 -0.003119751382183635 -0.0040485952771023067 0.004062290999564731 -0.0040569180235698601 -0.0027077357775015997 -0.0030253349699742187 -0.0018416097506539478 0.0027363130261605596 -0.0014415415999051097 -0.0032284510326440474 -0.0040549641264067153 0.0039796689469370648 0.002067239532472784 0.0040045612324438127 -0.0033439260859511842 -0.0040565211367737664 0.0040540158227868502 -0.0040568678031655857 -0.0040534980014981592 0.0035297154784940839 0.002951919982606902 -0.00031354341548601983 -0.0039021184317316279 0.002511434085855462
leaf_weight=0.0080861914884735597 0.027689629303353058 0.014068599576603447 0.047366681236553632 0.012177513490314595 0.003916534103268531 0.03032709341005102 0.012730289873275069 0.010600018863613059 0.0071543773628945919 0.019095911253998565 0.011027807711343485 0.0076368492063920703 0.016400062668253668 0.083876506178114596 0.011075236154169943 0.01292913297584164 0.015923511257369682 0.0091154762412770651 0.029211212323957625 0.014125355932264938 0.017240395567853284 0.0097053282297565602 0.012773004535119981 0.018228129626550071 0.0093714072180546282 0.010535406526173574 0.017328550947240728 0.19973849556754431 0.0088988476902613911 0.018552218930381059
leaf_count=22 410 54 348 19 83 144 24 113 6 26 11 14 13 226 37 20 39 6 81 19 191 6 7 29 84 13 29 962 74 11
internal_value=0 -2.83353e-05 -9.17788e-05 2.88119e-05 -3.58956e-05 0.00163143 -0.00143426 -0.000166816 -5.89217e-05 -0.000111256 2.71729e-05 0.0010028 0.00134669 0.00185638 0.00224901 -0.000279017 -0.000180032 -7.91656e-05 -0.000176113 -0.000362059 -0.000187305 -0.00037098 -0.000203004 -7.64084e-05 -0.000263061 -0.000133079 -0.000279947 1.61184e-06 -0.000223419 -7.34526e-05
internal_weight=0 0.71882 0.704751 0.657384 0.645207 0.0469739 0.0166468 0.598233 0.570543 0.563389 0.544293 0.130016 0.118989 0.102589 0.0949517 0.414276 0.403676 0.390747 0.381632 0.352421 0.336497 0.322372 0.305131 0.295426 0.282653 0.273282 0.262746 0.244518 0.22719 0.218291
internal_count=3121 3099 3045 2697 2678 251 107 2427 2017 2011 1985 301 290 277 263 1684 1571 1551 1545 1464 1425 1406 1215 1209 1202 1118 1105 1076 1047 973
is_linear=0
shrinkage=0.00404364


Tree=658
num_leaves=31
num_cat=0
split_feature=39 42 42 132 151 147 1348 52 52 47 1 52 1374 1374 43 13 0 4 16 13 159 12 49 49 3 1186 42 15 4 13
split_gain=0.00665121 0.00818151 0.0085379 0.00707715 0.00751511 0.00690663 0.00717867 0.00780142 0.0096128 0.010081 0.0101938 0.0111996 0.0111135 0.0101228 0.00933595 0.0122687 0.00904929 0.0132691 0.0207549 0.0104463 0.0104442 0.00882013 0.00877563 0.0100394 0.0124582 0.0116994 0.00921348 0.00849235 0.0122912 0.0115414
threshold=0.16946000000000003 -0.11051499999999999 -0.106335 0.081465000000000024 -0.081779999999999978 -1.0000000180025095e-35 0.084895000000000012 0.19022000000000003 0.13389000000000004 0.13148500000000005 0.094385000000000011 -0.43320999999999993 -0.094929999999999987 -1.0000000180025095e-35 -0.04890499999999999 0.23855500000000004 -0.060129999999999996 -0.49405499999999997 0.38525000000000004 1.0000000180025095e-35 0.092630000000000018 0.092355000000000007 1.0000000180025095e-35 -0.082254999999999981 0.086245000000000016 0.081240000000000021 0.08623500000000002 0.035560000000000008 0.033845000000000007 -0.10278499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 4 -1 -4 7 8 9 10 12 -12 -7 -14 15 -13 19 18 -18 22 21 -19 23 26 25 -25 -15 28 -16 -29
right_child=-2 2 5 -5 -6 6 -8 -9 -10 -11 11 14 13 16 27 -17 17 20 -20 -21 -22 -23 -24 24 -26 -27 -28 29 -30 -31
leaf_value=0.0021527493712259851 0.0040514261518037132 0.0034849733762790393 -0.0040480125856288181 0.0030277393169359712 -0.004019906590168802 -0.0040543769734518609 0.002975536087842645 -0.0017564479281902674 0.0021796460194777058 -0.002804254461134051 -0.0040457926879080425 0.0029640295229983651 0.0034136807008672623 -0.0040500892132146471 0.0026048830101610279 -0.003932093767793938 -0.0040549989551127335 0.0039830423223377459 0.0020120347089990832 -0.0034859066444854689 -0.0014871823781349555 0.0003944424763883835 -0.0040451856336700537 -0.00099851270794778591 0.002309569473548388 0.0029445776238034363 0.00060312215774625116 0.0020409533793272106 -0.00015536776396787559 -0.00405038723475982
leaf_weight=0.0038325365578657502 0.0063578808571946857 0.011214267757168273 0.0070714802384372879 0.0036106236111663739 0.020346062842634183 0.013170923856932859 0.012737915154502844 0.042845960012925843 0.032176008221654229 0.021563364800385898 0.0076826783329124728 0.048823347979862319 0.011784672969952226 0.020233115935212709 0.040752070828148135 0.0046171576732376698 0.020205644785164623 0.030047413961256098 0.016956758032392827 0.022354227496748535 0.012636428450150561 0.017852358830168669 0.011155092139347289 0.10320204946049216 0.032253628463877249 0.013969045800081403 0.010604139592942374 0.007846797646379855 0.074784829289740173 0.014455487338864259
leaf_count=18 23 10 19 17 144 38 53 325 52 36 112 239 9 44 83 12 58 34 7 204 24 68 294 881 26 22 19 10 198 42
internal_value=0 -0.000103429 -1.3334e-05 -0.00225291 -0.00304148 -7.35242e-05 -2.99302e-05 -9.05078e-05 3.06525e-05 -9.34985e-05 1.56803e-05 0.000741226 -0.000413408 -0.000265058 0.000933495 0.00236822 -0.000404245 0.000615289 -0.00128668 -0.000870197 0.00178289 0.00264556 -0.000564727 -0.000349347 8.41653e-05 -0.000528421 -0.00244997 0.00037725 0.000818225 -0.00190722
internal_weight=0 0.690786 0.662997 0.0277892 0.0241786 0.651783 0.644711 0.631973 0.589127 0.556951 0.535388 0.198962 0.336425 0.323255 0.19128 0.0534405 0.31147 0.0976986 0.0371624 0.213771 0.0605362 0.0478998 0.191417 0.180262 0.149425 0.117171 0.0308373 0.137839 0.115537 0.0223023
internal_count=3121 3098 2919 179 162 2909 2890 2837 2512 2460 2424 696 1728 1690 584 251 1681 191 65 1490 126 102 1286 992 929 903 63 333 281 52
is_linear=0
shrinkage=0.00404364


Tree=659
num_leaves=31
num_cat=0
split_feature=1 47 12 51 50 1212 14 401 147 48 50 2 4 2 129 454 123 12 131 50 133 43 4 52 133 4 3 3 457 159
split_gain=0.0304346 0.0260262 0.0302957 0.0233633 0.0237283 0.0282933 0.0237319 0.024112 0.0229544 0.0208051 0.0296118 0.0304029 0.020898 0.0197478 0.0183607 0.0188519 0.0228029 0.0228555 0.0189276 0.0297963 0.0199112 0.0231684 0.0340674 0.0230807 0.0222711 0.0190715 0.0255271 0.0186003 0.0295185 0.0260811
threshold=0.10089500000000001 0.087885000000000019 -1.0000000180025095e-35 -0.10748999999999999 0.088425000000000017 -0.47073499999999996 0.062655000000000016 0.083100000000000021 0.088520000000000015 0.12879500000000002 0.11610000000000001 0.11474000000000002 -0.013125 0.13913500000000004 0.093925000000000008 -1.0000000180025095e-35 1.0000000180025095e-35 -1.0000000180025095e-35 0.082070000000000018 0.088280000000000011 0.18829500000000002 -0.50216499999999986 -0.51843499999999987 0.19022000000000003 0.10275500000000001 -0.49405499999999997 -0.15956499999999998 0.090900000000000009 0.091495000000000007 0.091005000000000016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 -1 6 -6 7 14 9 10 11 12 -4 -3 15 -5 17 -17 20 -20 21 -19 -23 24 25 -24 -27 28 29 -28
right_child=1 13 8 4 5 -7 -8 -9 -10 -11 -12 -13 -14 -15 -16 16 -18 18 19 -21 -22 22 23 -25 -26 26 27 -29 -30 -31
leaf_value=-0.0013742574979196916 0.0011929785613514824 -0.00032422168398451272 -0.00077363918390278993 -0.0013774936339082061 0.0010585288625362781 -0.0012954233460956322 -0.0013755227416142389 -0.0012917447286880479 0.0010594262390888239 -0.0007395266239115148 -0.0013755523734458664 0.0012454901523409714 0.00036922746226227113 0.0007254844502987631 -0.001374575295332932 -0.0010024309612912928 0.00099828238026814561 0.0010325586383789736 -0.001374146042427796 0.0013857612516645346 -0.0013754994315520199 -0.0013858065246615285 -0.0013806233039735636 -0.0013752921035596487 0.0010693927303794398 0.0013554259044460516 0.00013520915515871453 0.00052950141306618091 -0.001379732486019224 -0.0012004844930439188
leaf_weight=0.030709234839150557 0.073560447349336755 0.21810660556002404 0.0405942756829063 0.018266405745634651 0.011448609315266367 0.060374133207233172 0.026811248000740306 0.029271626380023008 0.051946895260698511 0.049740693793864921 0.019640259211882949 0.05694524903447018 0.11726971008920384 0.039967981443624012 0.018627198882995799 0.042294799490264046 0.04369143497387995 0.04908775523654163 0.036762464142611861 0.0092222001403570175 0.01712865342369696 0.029547513606303033 0.016098827030873286 0.01882992939408723 0.04764349368792864 0.03053285551140994 0.34099056194236377 0.12374237311450997 0.030406320012843935 0.029974771703109582
leaf_count=202 236 166 83 43 6 418 69 177 58 15 24 98 67 33 87 48 50 12 216 1 108 8 16 81 53 20 583 41 37 65
internal_value=0 0.000179835 0.000394945 -0.00019425 -0.000159095 -0.000920201 -0.000102089 -6.54598e-05 0.000220302 6.69194e-05 0.000238015 0.000385545 7.53425e-05 -0.000161654 -2.57019e-05 2.71382e-06 3.18279e-05 -1.95253e-05 3.37741e-05 -0.000820648 8.73044e-05 0.000122257 5.53403e-05 0.000122061 0.000167582 9.24337e-05 0.000135113 6.41574e-05 -7.93075e-05 2.72823e-05
internal_weight=0 0.667772 0.409698 1.06146 1.03075 0.0718227 0.95893 0.932119 0.336137 0.28419 0.234449 0.214809 0.157864 0.258075 0.902848 0.88422 0.865954 0.822263 0.779968 0.0459847 0.733983 0.716854 0.667767 0.638219 0.619389 0.571746 0.555647 0.525114 0.401372 0.370965
internal_count=3121 780 581 2341 2139 424 1715 1646 345 287 272 248 150 199 1469 1382 1339 1289 1241 217 1024 916 904 896 815 762 746 726 685 648
is_linear=0
shrinkage=0.00137286


Tree=660
num_leaves=31
num_cat=0
split_feature=151 1348 1456 452 1 2 157 133 52 158 43 12 16 4 47 11 3 133 2 3 12 402 52 403 52 3 15 4 15 4
split_gain=0.00654809 0.00749328 0.00806998 0.00795208 0.00678449 0.0091613 0.0090932 0.00856443 0.00881044 0.00837287 0.0077004 0.00858807 0.0118594 0.00934537 0.00757334 0.00722406 0.011171 0.0125336 0.0109193 0.00965102 0.0118504 0.0132196 0.0102836 0.00958515 0.0106311 0.0108709 0.0134733 0.00744626 0.0139845 0.0108821
threshold=-0.5145249999999999 0.090205000000000021 -1.0000000180025095e-35 0.085195000000000007 0.10089500000000001 0.14753000000000002 -0.084489999999999996 -0.25159999999999993 -0.43320999999999993 0.084765000000000021 -0.40263499999999991 -1.0000000180025095e-35 -0.27167499999999994 0.2623950000000001 0.13148500000000005 0.082245000000000013 -0.11255999999999998 0.0068000000000000014 0.11548000000000001 0.10299500000000002 0.092355000000000007 -0.50169499999999989 0.15915500000000002 -1.0000000180025095e-35 0.077655000000000016 -0.084074999999999997 0.088495000000000018 0.0052350000000000009 -0.095869999999999983 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 6 7 -4 -6 -9 15 -10 12 13 -12 -13 16 17 -8 19 20 22 -22 23 -18 27 26 -26 29 -29 -25
right_child=1 -3 4 -5 5 -7 9 8 10 -11 11 14 -14 -15 -16 -17 18 -19 -20 -21 21 -23 -24 24 25 -27 -28 28 -30 -31
leaf_value=-0.0031073459616727285 -0.003664851708405839 0.0035877477882786247 -0.0036660263455220265 0.0036709592121537344 -0.0031858893658719112 0.0034040827519373068 0.0021941849769685491 -0.0036643160800601485 -0.0030463779532815803 -0.0032881740635047375 -0.0030895113646241547 0.00067108977774542962 0.0036467586609774099 0.0036643557466142633 -0.0016619540025705466 -0.0036654810818881525 -0.0028051181054633296 -0.0014880322925505474 -0.0031360930841917078 0.001642321096660311 0.0031305728263894771 -0.0036666342579814984 -0.0034486344594196914 -0.00033053606009872188 -0.0036682340000607962 0.0025950072823543381 0.0026375217444038184 -0.00085789814770888208 0.0028100968042649404 -0.0036660085007527796
leaf_weight=0.00931388584058368 0.013836770533913523 0.007654386914737187 0.010370068970985358 0.0023135177325457326 0.0089756950706032512 0.013702150781000455 0.051807705927330971 0.0067161882280970522 0.0075033641296613487 0.01138014914630503 0.0078569569159299135 0.1423553622325926 0.026660595370231022 0.0042263518811296317 0.021479085622559069 0.0074776821037403343 0.014618636631155368 0.016300606751201485 0.017490633692091251 0.035177000794647029 0.0045491106216104518 0.024550777066991714 0.011824221086612852 0.069482955644645017 0.0099606037014154936 0.041603592424053204 0.0083596673230204033 0.031777764881667281 0.02484104323124825 0.01617430225218186
leaf_count=50 286 33 142 1 19 104 78 96 13 140 6 240 134 72 24 40 387 46 105 40 9 401 101 296 56 71 11 36 34 50
internal_value=0 -1.52244e-05 -5.67977e-05 -0.002614 7.01283e-06 0.000496304 -0.000280355 0.000319832 0.000464973 -0.000192002 0.000596984 0.000731931 0.00228262 -0.000727226 0.000365222 -0.000100719 -3.02965e-05 0.00131291 -0.000325014 -0.00015716 -0.000402756 -0.00260404 -0.000122593 5.87934e-05 0.000265848 0.00155986 -0.000790874 -0.000279162 0.000751405 -0.000960359
internal_weight=0 0.671027 0.663373 0.0161503 0.647222 0.239476 0.407747 0.225774 0.216798 0.397376 0.210082 0.202578 0.0387439 0.0120833 0.163834 0.385996 0.378519 0.0681083 0.31041 0.29292 0.257743 0.0290999 0.228643 0.216819 0.2022 0.0599239 0.0183203 0.142276 0.0566188 0.0856573
internal_count=3121 3071 3038 287 2751 708 2043 604 585 1901 489 476 212 78 264 1761 1721 124 1597 1492 1452 410 1042 941 554 138 67 416 70 346
is_linear=0
shrinkage=0.00366245


Tree=661
num_leaves=31
num_cat=0
split_feature=401 1446 124 38 3 1366 14 1456 151 4 47 128 41 156 14 483 11 457 457 1374 1374 457 3 49 160 133 3 1 49 1
split_gain=0.00596769 0.00596277 0.00615891 0.0161828 0.00962172 0.0104477 0.00802425 0.0073429 0.00688065 0.00729647 0.0110592 0.00894875 0.00904112 0.00929797 0.007703 0.00658859 0.0065821 0.00633584 0.00630141 0.00778135 0.00752187 0.00661038 0.00941539 0.00925699 0.00819324 0.0103217 0.00729003 0.0091435 0.0101416 0.0104536
threshold=0.10076500000000001 0.11581000000000001 -0.043384999999999993 0.095410000000000009 0.31299000000000005 -1.0000000180025095e-35 0.087740000000000012 0.075120000000000006 -0.5145249999999999 0.24564500000000003 0.12794000000000003 0.086435000000000012 0.078475000000000017 0.10499000000000001 -0.46885499999999997 0.08833000000000002 0.082245000000000013 0.5717850000000001 0.51278000000000012 -0.094929999999999987 -1.0000000180025095e-35 0.080930000000000016 0.090900000000000009 -0.080089999999999981 0.043720000000000009 0.089980000000000018 -0.11255999999999998 0.095285000000000022 -0.006494999999999999 0.09253500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 6 5 -4 -1 8 -7 11 14 12 13 15 -11 16 17 18 19 -10 -21 24 23 -23 26 -26 -22 28 -28 -30
right_child=-2 -3 4 -5 -6 7 -8 -9 9 10 -12 -13 -14 -15 -16 -17 -18 -19 -20 20 21 22 -24 -25 25 -27 27 -29 29 -31
leaf_value=0.002449928240283799 -0.0028909663086962439 -0.0032555697614339101 -0.0032562672961307837 -0.0032121030272754848 0.0032539154087055976 -0.0032544486820875332 -0.0030667874594921159 -0.0032541470899308316 -0.0019136494361797877 -0.0012166475713627388 -0.0021307932689016412 -0.0032557550176581791 -0.0029816176872753028 -0.0032547729792262595 0.0016703138109553659 -0.0024380899902965024 -0.0027335887062446629 -0.0032559569804719059 0.0030699421892579661 0.0027294137414421164 0.0013529087889241473 0.0016039103838442867 0.00325960078862636 -0.0019487188938888899 -0.0022765243228484982 0.0013004357898014182 -0.0032561155026815539 0.0010340997788345402 3.5756179209973936e-05 -0.0032591684328894901
leaf_weight=0.03538555677982913 0.007723074668319895 0.0059505873973364478 0.011058774278012606 0.0074842968790562727 0.0090497248806968855 0.0068818248250863681 0.0030271395007730453 0.0075350385362185071 0.018131153482272566 0.011353065518051153 0.01155021720478544 0.0096031164218288723 0.011107441365311388 0.009154387741091341 0.070326497438088609 0.010912730731348574 0.0083739835605456392 0.005604474456049501 0.0080747472929942887 0.012682594937359681 0.049123328028599644 0.020744398531860497 0.016878111993719358 0.012390788001084729 0.031468108338515322 0.01170625387715063 0.012383708946572369 0.062470965110264842 0.1438069687850998 0.010960044041780748
leaf_count=224 165 43 55 26 90 42 6 219 20 16 13 165 61 127 202 128 45 7 10 10 68 33 12 44 147 27 60 129 880 47
internal_value=0 -1.51434e-05 1.50217e-05 0.00116278 -7.37628e-05 -0.000125304 0.00201518 -6.49006e-05 -2.24194e-05 1.73837e-05 0.000847835 -0.000148911 -8.34784e-05 -1.11176e-05 0.00126904 5.70321e-05 0.00012113 0.000178536 0.000225389 0.000168358 0.000266506 0.000182523 0.0012825 0.000275417 1.16317e-05 -0.00130667 0.000215821 -2.74374e-05 -0.000424177 -0.000197579
internal_weight=0 0.64518 0.639229 0.045897 0.593332 0.584283 0.0384127 0.573224 0.565689 0.558807 0.0932298 0.465577 0.455974 0.444867 0.0816796 0.435712 0.4248 0.416426 0.410821 0.402746 0.384615 0.371933 0.0500133 0.0331352 0.321919 0.0431744 0.278745 0.229622 0.167151 0.154767
internal_count=3121 2956 2913 256 2657 2567 230 2512 2293 2251 231 2020 1855 1794 218 1667 1539 1494 1487 1477 1457 1447 89 77 1358 174 1184 1116 987 927
is_linear=0
shrinkage=0.00325215


Tree=662
num_leaves=31
num_cat=0
split_feature=1213 475 14 124 38 3 1366 52 4 1456 403 47 1374 148 52 51 33 1 0 43 130 43 43 43 13 133 160 4 2 16
split_gain=0.0275892 0.0300093 0.0265917 0.029317 0.0570235 0.0475572 0.0281267 0.0249892 0.0230146 0.0211752 0.0216142 0.0205072 0.0189178 0.0200494 0.0198385 0.0270582 0.0235216 0.0233816 0.0240338 0.0231439 0.024137 0.0282583 0.0395725 0.0569065 0.0241809 0.0227747 0.0261579 0.0272621 0.0228674 0.0217278
threshold=-1.0000000180025095e-35 -0.086004999999999984 0.076175000000000007 -0.043384999999999993 0.095410000000000009 0.30112000000000005 -1.0000000180025095e-35 -0.10925999999999998 0.36766000000000004 0.075120000000000006 -0.16567999999999997 0.11635500000000001 0.093235000000000012 -0.043434999999999994 -0.081429999999999989 -0.076794999999999988 -0.0066799999999999993 0.077565000000000009 -0.11756999999999999 0.016310000000000002 -1.0000000180025095e-35 -0.15879999999999997 -0.08756499999999999 -0.08287499999999999 0.016935000000000002 -0.25159999999999993 0.050340000000000003 0.0061450000000000003 1.0000000180025095e-35 -0.056919999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -2 6 -5 8 11 10 -9 -8 13 -12 -15 -16 -17 18 -18 20 -20 -22 -23 -24 -25 -19 28 -28 29 -27
right_child=2 -3 -4 5 -6 -7 7 9 -10 -11 12 -13 -14 14 15 16 17 25 19 -21 21 22 23 24 -26 26 27 -29 -30 -31
leaf_value=0.0012967583787489351 0.00098007650587477271 -0.001196268848175588 -0.00089865556244234101 -0.0012975118925130022 -0.0012833699504114322 0.0012954825901478962 -0.00085388519956574173 -0.0012214921998205236 0.0012962336345500557 -0.0012950131434338304 0.00086776598099910936 0.00027038512798712973 -0.00088352067452173691 0.00056037161730078595 -0.00090103923714973167 -0.0011125631573367263 -0.0012985473372260584 -0.0010941003145522067 -0.0012957646895721607 0.00039440521203244473 0.00081065290297226307 -0.0013030474559764897 0.0012256745853948029 -0.00088323953969816774 0.0013019909077896324 0.00034809042157956955 -0.0011606383616573127 0.00023164547307785957 0.00075346869980990217 -0.0007516240049946
leaf_weight=0.0093713267706334591 0.11062088558855965 0.058679027279595286 0.054890954726943053 0.030794272071943518 0.022400038715204573 0.043690278888334322 0.13220017242315352 0.022405801662898184 0.011158530393004185 0.020283181167087716 0.052767670302272918 0.034171524104749551 0.034499339619287528 0.11531001270941388 0.053533818401546029 0.028555057906486714 0.02859269957843813 0.02004864283662755 0.034581679518395525 0.12207138491476144 0.042746024546430506 0.05244351516489465 0.043617180907857489 0.069230451572376062 0.0096569610068399925 0.15873775304089577 0.037019397963376832 0.064629205997334793 0.21122565342011512 0.037094870760938647
leaf_count=4 222 487 87 55 25 109 401 211 12 181 68 32 34 86 136 20 22 36 73 142 24 50 17 168 3 126 35 21 147 87
internal_value=0 -0.00085295 -1.28933e-05 1.66795e-05 0.000598924 -3.45761e-05 -7.41779e-05 -4.79547e-05 -0.000502338 1.61148e-05 3.75828e-05 -0.000622968 6.07754e-05 8.83401e-05 5.1914e-05 -5.9191e-06 4.39837e-05 7.94301e-05 -0.000155335 -6.80162e-05 -0.000291773 -0.000132284 -0.000362677 3.98897e-05 -0.000615736 0.000258334 0.000311634 -0.00027541 0.000458228 0.000139781
internal_weight=0 0.0680504 1.69898 1.64409 0.133021 1.51107 1.46737 1.43658 0.17753 1.25905 1.23877 0.166372 1.21636 1.18186 1.12909 1.01378 0.96025 0.931695 0.40294 0.374347 0.252276 0.217694 0.174948 0.122505 0.0788874 0.528756 0.508707 0.101649 0.407058 0.195833
internal_count=3121 491 2630 2543 247 2296 2187 2132 445 1687 1506 433 1295 1261 1193 1107 971 951 499 477 335 262 238 188 171 452 416 56 360 213
is_linear=0
shrinkage=0.00129368


Tree=663
num_leaves=31
num_cat=0
split_feature=1213 475 1456 403 151 4 11 156 1456 480 49 15 448 3 43 52 0 0 52 0 150 2 484 13 13 13 15 16 48 474
split_gain=0.0222206 0.0199669 0.0187399 0.018919 0.0183018 0.0193254 0.0272497 0.0207223 0.0203511 0.0196781 0.0225095 0.0214587 0.0179234 0.0244196 0.0175999 0.0301046 0.0254404 0.0321487 0.0252641 0.0248735 0.0215567 0.0195886 0.0185843 0.0182995 0.0179923 0.0204193 0.0211181 0.0175257 0.0153061 0.0242535
threshold=-1.0000000180025095e-35 -0.086004999999999984 -1.0000000180025095e-35 -0.083814999999999987 -0.5145249999999999 0.27044500000000005 0.082245000000000013 0.10499000000000001 1.0000000180025095e-35 0.084710000000000021 0.11136000000000001 -0.14147499999999996 -0.083859999999999976 0.30112000000000005 -0.074359999999999996 -0.089199999999999988 -0.11242999999999999 -0.08824499999999999 0.11434500000000002 -0.10474999999999998 0.08882000000000001 0.11215000000000001 0.08660000000000001 0.18141000000000002 -0.094514999999999988 -0.023499999999999997 -0.10324499999999999 0.38525000000000004 0.14174500000000004 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -2 -4 -5 6 7 9 28 10 11 -6 -13 14 16 21 -14 19 22 -18 23 -16 24 -19 -17 -26 -27 -25 29 -7
right_child=2 -3 3 4 5 8 -8 -9 -10 -11 -12 12 13 -15 15 18 17 20 -20 -21 -22 -23 -24 27 25 26 -28 -29 -30 -31
leaf_value=0.0013481157360099795 -0.00088660753915376935 -0.0011819031483629959 -0.00090496080848444574 -0.0011376108917797827 -0.00093336465448969736 -0.0013581957646721379 -0.0012442955809006014 -0.0011829802897604269 -0.0012472923578257787 -0.0013471577167703333 0.00082590350046647025 -0.0011078908737843199 0.0012349676647188126 0.0013482518179294496 -0.0013218760897226716 0.00057481349952906251 0.00065453425313459555 0.00073092054768083854 -0.00090641678102433738 -0.0012842387130378666 -0.00088472355112491526 0.00040926744939877101 0.0011169500285888258 -0.00081309143115781794 -0.0012384656625993706 -0.0013497842433234429 0.00010683643701027439 0.00062488173296161066 -0.00061863640361198042 0.00093426281831355238
leaf_weight=0.006428270135074853 0.040987755230616929 0.046727610732205105 0.037593435720282176 0.022612987217143776 0.038421489626670247 0.0089402049779891968 0.029972269445806776 0.023940204622704075 0.011069773769122548 0.017166305334512688 0.073235046601666798 0.02204332366545636 0.047299205398303457 0.028437077417947876 0.050788025714608831 0.097366811793107355 0.016850047385560174 0.17051551097711026 0.045760849208818399 0.04154267253920807 0.022189527858245128 0.015441091885804781 0.032904404351938865 0.032102574548844132 0.0255957058666344 0.019262205532867394 0.28205043803246299 0.029430307913571596 0.015659838070860133 0.12889750225394903
leaf_count=4 258 487 357 50 75 1 113 81 12 164 93 28 51 50 77 44 16 234 65 91 69 11 24 37 105 9 193 7 11 304
internal_value=0 -0.000875942 1.03243e-05 3.68282e-05 6.3064e-05 8.35261e-05 2.24059e-05 5.59346e-05 0.000515209 8.26937e-05 0.000105187 5.33384e-05 9.20393e-05 0.000119663 8.20591e-05 -6.52529e-05 0.000315009 0.000175824 4.70751e-05 -0.000724778 0.000382672 -0.000918266 0.000142514 0.000503867 6.69419e-05 -8.43232e-05 1.37181e-05 -0.000125329 0.000642315 0.000785573
internal_weight=0 0.0531559 1.42808 1.38709 1.3495 1.32688 1.16232 1.13234 0.164567 1.1084 1.09124 1.018 0.97958 0.957536 0.929099 0.56917 0.35993 0.312631 0.50294 0.0583927 0.254238 0.0662291 0.45718 0.232048 0.424275 0.326908 0.301313 0.0615329 0.153498 0.137838
internal_count=3121 491 2630 2372 2015 1965 1637 1524 328 1443 1279 1186 1111 1083 1033 528 505 454 440 107 347 88 375 278 351 307 202 44 316 305
is_linear=0
shrinkage=0.00134594


Tree=664
num_leaves=31
num_cat=0
split_feature=1213 475 15 480 403 52 1 14 47 131 50 157 159 48 33 42 1 158 13 457 48 454 4 12 1 130 13 43 4 160
split_gain=0.0212444 0.0231805 0.0202196 0.0223815 0.0202886 0.0201737 0.0306832 0.0302119 0.0307514 0.0258205 0.0252473 0.0237587 0.0309739 0.0323337 0.026617 0.0283635 0.0353313 0.0219629 0.0207434 0.0204382 0.0254085 0.019265 0.019096 0.0253173 0.0234718 0.0187198 0.0361025 0.0352366 0.0312196 0.0235281
threshold=-1.0000000180025095e-35 -0.086004999999999984 -0.49307999999999996 0.084710000000000021 -0.083259999999999987 -0.24456499999999998 0.13559000000000002 0.076175000000000007 0.11893500000000001 0.10340500000000001 0.10647500000000001 -0.06266999999999999 0.11361500000000001 0.12879500000000002 -0.0066799999999999993 -0.11466499999999999 0.102705 0.084765000000000021 -0.43167499999999998 -0.0029299999999999994 0.085325000000000012 -1.0000000180025095e-35 -0.15464999999999998 0.082850000000000021 0.104035 -0.0015749999999999998 -0.012549999999999997 -0.15582499999999996 -0.51843499999999987 -0.090969999999999981
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -2 4 -4 9 7 8 10 -6 11 22 13 14 -13 -16 17 19 -18 20 -17 -20 -7 -24 -25 26 -21 -27 -29 -30
right_child=2 -3 3 -5 5 6 -8 -9 -10 -11 -12 12 -14 -15 15 16 18 -19 21 25 -22 -23 23 24 -26 27 -28 28 29 -31
leaf_value=0.0013755214246581901 0.0013751904464439225 -0.0011748222907157196 -0.00094006325275474019 -0.0010236315785746867 -0.00073497221080830709 -0.00083449974057687559 0.00094480734325439744 -0.0013191217858789285 -0.00093587753472106734 0.0013158728467472555 -0.0010231377996638715 -0.0010988129151891335 -0.0013691700678261577 -0.0013166113359365636 -0.00094724215989125296 0.0005717333732503055 -0.00063722256273810471 -0.0011439617331564921 -0.00046324496476788697 0.00078058576357221434 -0.0013367976634745895 0.00099132058461703812 0.0012735599877852022 -0.0013734671530697498 0.001374657477550775 0.0012119679111844282 -0.0013236561393857138 -0.001356407557222357 -0.00090508956450323277 0.00032367662154548864
leaf_weight=0.0077065848745405665 0.01946865352374505 0.05231276545646335 0.042557641173516347 0.04180243824498564 0.10818032586598691 0.013354045546293491 0.071441453143051947 0.030966103358878061 0.056564481810710165 0.012956249353010207 0.036589446894140454 0.031191476549792707 0.027494419469121678 0.029192523652454838 0.039644579174818007 0.020544312364107919 0.01931901769603428 0.026217559449833061 0.018968428747029975 0.025403766714589437 0.036514609996629588 0.18015661363915569 0.082080642754590039 0.015159691419739829 0.0095464244077447802 0.068514537601002901 0.038897344958968016 0.02429671493700758 0.031513667336638407 0.43173160315701142
leaf_count=4 85 487 329 221 311 24 123 59 57 5 156 27 77 9 56 34 11 68 11 22 45 196 58 114 10 23 58 10 78 353
internal_value=0 -0.000847354 -1.53069e-05 -3.25409e-05 -5.44471e-06 2.1314e-05 6.89537e-05 2.05928e-05 5.34425e-05 -0.000515623 9.98314e-05 0.000134958 6.87627e-05 0.000107443 0.000149311 0.000189791 0.000238678 8.89445e-05 0.000720987 0.000136661 -0.000649623 0.00085276 0.000713266 0.00090682 -0.000311594 0.000208981 -0.000492323 0.000290078 0.000160525 0.000240086
internal_weight=0 0.0600194 1.59027 1.5708 1.529 1.48644 1.3653 1.29386 1.2629 0.121137 1.20633 1.16974 1.0496 1.02211 0.992914 0.961723 0.922078 0.703634 0.218444 0.677417 0.0570589 0.199125 0.120141 0.106787 0.0247061 0.620358 0.0643011 0.556057 0.487542 0.463245
internal_count=3121 491 2630 2545 2324 1995 1679 1556 1497 316 1440 1284 1078 1001 992 965 909 691 218 623 79 207 206 182 124 544 80 464 441 431
is_linear=0
shrinkage=0.00137286


Tree=665
num_leaves=31
num_cat=0
split_feature=9 15 481 1 12 457 14 2 151 1 3 43 133 1 131 41 33 9 13 16 0 454 42 1375 1 0 43 0 16 13
split_gain=0.00607979 0.0059065 0.0061328 0.00662075 0.00856088 0.00693845 0.00830453 0.00901569 0.0101164 0.00977281 0.0155761 0.00832194 0.0110635 0.0122883 0.0101615 0.0100819 0.00787556 0.0115595 0.00965127 0.00881025 0.0078878 0.00823457 0.00747774 0.00733017 0.00964808 0.00769814 0.0115901 0.00642125 0.0136945 0.00960852
threshold=-0.036024999999999995 -0.49307999999999996 1.0000000180025095e-35 0.12811000000000003 0.11650500000000001 0.080930000000000016 0.076175000000000007 0.113445 -0.27559499999999998 0.084785000000000013 -0.116045 -0.08287499999999999 0.093255000000000018 0.090405000000000013 0.092225000000000015 0.079300000000000009 -0.0066799999999999993 0.088235000000000022 -0.094514999999999988 0.31475000000000003 -0.26609999999999995 0.085470000000000004 0.092145000000000019 -0.43996499999999994 0.090740000000000015 -0.087634999999999977 -1.0000000180025095e-35 -0.20211999999999997 -0.061854999999999993 -0.041739999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 5 6 7 11 -9 10 -10 12 15 -14 16 -3 -13 18 19 22 -20 -22 -18 -7 25 26 -25 -5 -29 -30
right_child=1 2 -4 27 -6 23 -8 8 9 -11 -12 14 13 -15 -16 -17 17 -19 20 -21 21 -23 -24 24 -26 -27 -28 28 29 -31
leaf_value=0.0042145596833673147 0.0042094437104468734 0.0015874101933625177 -0.0042096015339522942 -0.0023245475662184885 -0.0026216555951884325 -0.0013771303759082256 -0.0042127635226802155 -0.0036942752758287005 0.0042166211046274328 0.0029474511343334964 -0.0042126892973801304 -0.0042156472718182132 -0.00409836466637091 0.0039592026105178205 -0.0041629169882341438 -0.0037886118459377746 0.0019589696746422402 0.0035505077518154398 0.0038139049100148685 -0.0029479665446023261 -0.0016505983355170196 0.0033411163861648049 -0.0020591138022516805 -0.0042123649936157952 0.0030008532862376138 0.0024356162761713903 0.001209194657836807 0.0040948980742946291 0.0032031218379091433 -0.001401185760908581
leaf_weight=0.005830707261452516 0.0055801064014531212 0.077324999953958695 0.0064802356205859715 0.008394009711992112 0.025630015717524657 0.020740618773288588 0.0096884974202566809 0.0066386761645844663 0.0063536048692185423 0.038940600903515588 0.0099653211096040195 0.01082543288339366 0.015402084628874491 0.0042809627893802818 0.015974900143930881 0.0067097026985720723 0.046569636211756915 0.011597634360441589 0.0051773930645140345 0.01048057313892059 0.15463826025958838 0.0060789999133703523 0.0099486377066568821 0.01267099678852901 0.037254236268381646 0.015881131712603747 0.015535378402091737 0.023813779543274904 0.01159628458538009 0.026024431666883174
leaf_count=89 61 386 80 8 111 13 74 15 4 122 107 17 106 8 179 11 87 13 7 6 1174 9 43 34 102 59 20 92 34 50
internal_value=0 -0.000100404 -0.000137368 -9.63996e-05 -0.000245124 -0.00013411 -0.000360295 -0.000274866 0.00121264 0.00180214 -0.000930825 -0.00052039 0.000493183 -0.00234588 -0.000907891 0.00115816 -0.000704227 -0.000548751 -0.000752886 0.000594738 -0.00129714 -0.00146179 0.00125169 0.000855415 0.00142467 9.27876e-05 -0.0012263 0.00112679 0.00159836 1.80552e-05
internal_weight=0 0.656197 0.650617 0.644137 0.574308 0.548678 0.446596 0.436907 0.0618982 0.0552595 0.0163189 0.375009 0.103718 0.019683 0.271291 0.0840347 0.255317 0.244491 0.232894 0.0669988 0.165895 0.160717 0.0565183 0.102082 0.0813417 0.0440875 0.0282064 0.0698285 0.0614345 0.0376207
internal_count=3121 3032 2971 2891 2707 2596 2368 2294 248 233 111 2046 511 114 1535 397 1356 1339 1326 136 1190 1183 130 228 215 113 54 184 176 84
is_linear=0
shrinkage=0.004207


Tree=666
num_leaves=31
num_cat=0
split_feature=12 49 1 2 159 1212 4 402 1374 1 1429 3 47 52 132 4 160 16 16 484 16 15 150 0 0 12 3 12 1371 48
split_gain=0.023742 0.0238614 0.0236011 0.020648 0.0186896 0.0195088 0.0259575 0.0194167 0.017085 0.0178499 0.0252368 0.0218533 0.0216013 0.0188448 0.0196911 0.0196118 0.0279347 0.0164887 0.018083 0.0163487 0.0210601 0.0262264 0.0237306 0.0236717 0.0157932 0.0209832 0.0289916 0.0266466 0.0199857 0.0180118
threshold=0.084100000000000022 -0.24768999999999997 0.13075500000000004 0.086590000000000014 -0.47115499999999993 -0.47386499999999993 0.23246000000000003 -0.47520499999999993 0.10637000000000001 0.094385000000000011 0.084990000000000024 0.096675000000000011 0.093140000000000014 -0.085984999999999992 0.082230000000000011 -0.0016099999999999997 -0.091944999999999985 -0.024819999999999998 0.27776000000000006 -0.086964999999999987 -0.071854999999999988 -0.016799999999999995 -0.088794999999999985 -0.043914999999999989 0.18019500000000002 0.10832500000000002 0.10732000000000001 0.09334000000000002 0.097220000000000015 0.088965000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -2 -6 7 -7 9 10 13 12 -11 14 -3 16 -15 -18 -19 -13 22 -22 -21 -23 25 26 27 29 -29 -5
right_child=2 8 -4 24 5 6 -8 -9 -10 11 -12 19 -14 15 -16 -17 17 18 -20 20 21 23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=-0.0011861478816741909 0.0010022560549803111 -0.0011144680241826595 0.00070555683147925056 -0.00018368097121513322 0.00087640008240468697 0.00088398125852477358 -0.00012683931745233895 -0.0011791929287513778 -0.00092948109985625609 0.0010582392067556682 0.0011167047039777403 0.0012738594586696539 -9.7413559857890026e-05 -0.0012710616796187003 0.00052984333583001213 -0.00039424711724881745 0.0008533412433709449 -0.00038287765709742828 0.0012760131560443763 -0.0010114185641727196 -0.00081952331097550225 0.0012716047875454444 0.00071017453153256031 -0.00053974612059676155 0.0011283032871751005 -0.001006173819329801 0.0010734562822868499 -0.0010229561351717098 0.0012747910133284115 0.00063505001332680392
leaf_weight=0.022392299673811067 0.011436833786319767 0.050416695756666741 0.041222012438083766 0.14620573895535927 0.012556289722851943 0.0077647909092775072 0.071305496956483694 0.13337437128438978 0.023200554431241471 0.10402591413344453 0.028657216816100117 0.01871546074107755 0.034696223767241463 0.01622412615643043 0.015261702388670528 0.10713483535778323 0.082821485664226202 0.04763018877383729 0.01358519890345633 0.015095679656951688 0.070155134632841509 0.024357386732845043 0.087731832216604744 0.022168841442180565 0.016099433414638042 0.041295254187843966 0.033357355761836516 0.0690837623473044 0.0066778933978639534 0.061366570550262622
leaf_count=21 18 115 55 526 15 11 35 786 17 251 28 9 40 43 12 101 68 89 3 17 48 18 135 24 5 167 14 369 2 79
internal_value=0 0.000104281 -0.00022328 -0.000285994 -0.000579381 -0.000659776 -0.00075057 -0.00106569 0.000142208 0.000175868 -2.53944e-05 0.000369007 0.000769195 -0.000123659 -0.000732379 2.58564e-05 0.000306696 0.000484413 -1.4729e-05 0.00013597 3.89529e-05 -0.000329841 0.000457435 0.000408531 -0.000100561 -0.000155826 -4.49442e-05 -0.000176615 -0.000820425 5.83682e-05
internal_weight=0 0.784271 0.651746 0.610524 0.236438 0.225001 0.212445 0.141139 0.761878 0.738678 0.361731 0.376946 0.138722 0.333074 0.0656784 0.267396 0.160261 0.144037 0.0612154 0.238224 0.219509 0.116681 0.102828 0.0465262 0.374086 0.357987 0.316691 0.283334 0.0757617 0.207572
internal_count=3121 1039 2082 2027 865 847 832 797 1018 1001 459 542 291 431 127 304 203 160 92 251 242 90 152 42 1162 1157 990 976 371 605
is_linear=0
shrinkage=0.00126831


Tree=667
num_leaves=31
num_cat=0
split_feature=39 47 1 151 44 3 48 50 1 47 0 151 12 50 401 50 448 457 158 49 15 3 33 160 0 16 160 16 32 43
split_gain=0.00594271 0.00707153 0.00729583 0.0108952 0.00976724 0.00830985 0.00929288 0.00906451 0.00888214 0.0104562 0.00952389 0.0118559 0.00858052 0.00735974 0.00902113 0.00714709 0.00706603 0.00821643 0.00870669 0.00814416 0.0106047 0.0093884 0.0085152 0.00813027 0.0111727 0.00802605 0.0087935 0.00879979 0.00760099 0.00665317
threshold=0.16946000000000003 0.14808500000000002 0.14000500000000002 0.06617000000000002 1.0000000180025095e-35 0.31299000000000005 0.12879500000000002 0.10647500000000001 0.12811000000000003 0.11893500000000001 -0.23091999999999999 -0.019324999999999998 -0.077884999999999996 0.10030500000000002 0.085900000000000018 0.088425000000000017 -0.083859999999999976 0.080930000000000016 0.093740000000000018 -0.052259999999999994 0.095175000000000023 0.088060000000000013 -0.0066799999999999993 0.08443500000000001 -0.087634999999999977 -0.15012499999999998 -0.081069999999999989 -0.091354999999999978 -1.0000000180025095e-35 0.24789500000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -4 5 6 7 8 9 10 11 -1 -9 14 15 16 -12 18 19 21 22 -18 -21 -19 -25 -24 -27 -28 -29 -30
right_child=-2 -3 3 -5 -6 -7 -8 12 -10 -11 13 -13 -14 -15 -16 -17 17 23 -20 20 -22 -23 25 24 -26 26 27 28 29 -31
leaf_value=-0.0006793621150257465 0.0036685850525259777 -0.0034865524244269393 0.0034465494970713126 -0.0030812616546916226 -0.0029114951631549618 0.0036644257861802357 -0.0022632739535280917 0.0036136861860289735 0.0024245029789571044 -0.0036690314595790299 -0.0031545738610205768 0.0036240962778187453 -0.0033342694537276765 0.0027869557530356766 -0.002935490507114745 -0.0029377503830187415 -0.00030394700556410391 0.0027446625804584518 -0.0031692212130242838 -0.0026979730881329239 -0.0036657985616124818 -0.0033621044878774839 0.0017385729030643296 -0.0015102688859853228 0.0030635152990270702 0.0018565375755364916 -0.003521575007004848 0.003689857089221339 4.5462795754045542e-05 -0.0036689972661858956
leaf_weight=0.014323070573482255 0.005707115624090874 0.0080957002610375639 0.016500523090883235 0.0043294707702443693 0.016298933907364699 0.0080227564744745905 0.025219335750989558 0.0027584761992329723 0.021177532239619268 0.010187814248865834 0.0091221588686494215 0.02144214187774196 0.01757170598662583 0.011880794208082079 0.014904004190498199 0.011125511544975097 0.049056897582545389 0.029163694273847796 0.012022786874808844 0.011440780626799096 0.0088987185004612002 0.018559501453637495 0.057638441551262076 0.020792205782527162 0.010929694892183761 0.035443847695574959 0.0097728920011945775 0.0073733855970203868 0.14919069348349012 0.0067612853308389722
leaf_count=27 23 13 97 6 50 57 48 9 78 35 34 25 275 46 218 147 136 79 187 20 196 23 128 40 43 137 116 1 780 47
internal_value=0 -8.53178e-05 -4.17429e-05 0.00208976 -0.0001144 -3.77502e-05 -8.83702e-05 9.30725e-06 9.9494e-05 4.8111e-06 7.82228e-05 0.00190067 -0.00239154 -5.92657e-05 -0.000132428 -3.90286e-05 3.49105e-05 0.000103041 -0.000104115 -5.58675e-08 0.000269754 -0.00114336 0.000395902 0.00134886 6.56161e-05 0.000528881 0.000194537 -0.000145777 5.62205e-05 -0.000115577
internal_weight=0 0.640005 0.631909 0.02083 0.611079 0.59478 0.586757 0.561538 0.541208 0.52003 0.509843 0.0357652 0.0203302 0.474077 0.462197 0.447292 0.436167 0.427045 0.366159 0.354136 0.28652 0.0676164 0.277621 0.0608856 0.0317219 0.266181 0.208542 0.173098 0.163325 0.155952
internal_count=3121 3098 3085 103 2982 2932 2875 2827 2543 2465 2430 52 284 2378 2332 2114 1967 1933 1771 1584 1425 159 1229 162 83 1209 1081 944 828 827
is_linear=0
shrinkage=0.00366245


Tree=668
num_leaves=31
num_cat=0
split_feature=123 1365 4 133 13 151 158 403 155 52 1213 1374 150 483 14 47 14 48 1374 0 1 52 49 15 48 49 2 4 3 12
split_gain=0.0314648 0.0345236 0.0300026 0.0299137 0.028666 0.0272944 0.0259183 0.0264425 0.0258912 0.0253198 0.0236127 0.0235732 0.0231061 0.0222867 0.0221112 0.022996 0.0216663 0.0288539 0.0300124 0.0266127 0.0233188 0.0344035 0.027861 0.0265261 0.0229836 0.0215441 0.0244575 0.0424267 0.0348898 0.0254087
threshold=1.0000000180025095e-35 1.0000000180025095e-35 0.27287000000000006 -0.089569999999999983 0.40528500000000006 -0.24462999999999999 0.085900000000000018 -1.0000000180025095e-35 0.088610000000000008 -0.04127999999999999 -1.0000000180025095e-35 0.093235000000000012 -0.082924999999999985 0.088070000000000009 -0.46885499999999997 0.10954500000000002 -0.10708499999999999 0.093265000000000015 -0.094929999999999987 -0.23091999999999999 0.12873500000000002 -0.23798499999999997 -0.087004999999999985 0.091915000000000011 0.12737000000000001 -0.080604999999999982 0.10882500000000002 -0.49013999999999996 0.10542000000000001 0.092255000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 6 -2 -5 -4 7 9 10 -1 -9 13 -8 16 -7 -16 -12 18 -18 -20 21 -21 -23 25 -19 -24 27 -27 29 -29
right_child=3 -3 5 4 -6 14 12 8 -10 -11 11 -13 -14 -15 15 -17 17 24 19 20 -22 22 23 -25 -26 26 -28 28 -30 -31
leaf_value=-9.658562091776298e-07 -0.00077347531703933535 -0.0011114452503580914 -0.0012461561864096724 0.00090088867349448205 -0.0012472716263382151 -0.00027571993983357837 0.0012522490120754051 -0.0012441422416591497 -0.0012450514073626393 -0.0012444061768122814 -0.0011959298916365709 -0.0012479861624218463 -0.0011357738453492347 -0.00089017793939288035 0.0010118185092424653 -0.0002709973972618021 -0.0010052213606855658 0.00092590496164251645 0.0011529121587151847 -0.0012455948544529967 0.0006800831968088258 -0.00057943988377576682 0.0010779426807822187 -0.00093350506358682163 8.9842909740338798e-06 -0.00092151573608742336 0.00086855022483614346 0.00017347430482167654 0.0011863220199380543 -0.00056676405166552796
leaf_weight=0.044426804455724778 0.024642747630423401 0.051711351295125385 0.014712569158291444 0.11641179432990623 0.010468442691490054 0.041749829272703209 0.0069827050901949397 0.024325122648406139 0.027730053536288213 0.058872856271818708 0.021311589014658128 0.023242426646902348 0.060925488075781575 0.040593337185100498 0.10941476992138621 0.026922361401375383 0.044907934765432977 0.099885176533461961 0.031822121687581473 0.036263474025871489 0.071227180218556896 0.11364300338050148 0.03590289337443997 0.037520226597735018 0.073274232621770352 0.066670065636570741 0.056502515366901207 0.37736997113893889 0.04440881592745427 0.088511495619968628
leaf_count=66 18 58 9 242 5 30 1 189 172 605 27 26 233 171 191 13 41 89 12 118 27 59 13 133 34 51 30 350 16 92
internal_value=0 -0.000110744 -7.99253e-05 0.000480168 0.000723652 0.00038157 -0.000139789 -0.000103861 -5.62785e-05 -0.000709631 -3.06725e-05 -7.30233e-06 -0.000890224 1.59564e-05 0.000516044 0.000758502 4.66288e-05 6.91101e-05 -1.16816e-05 3.4803e-05 -3.53739e-06 -6.03684e-05 -7.98701e-06 8.3883e-05 0.0005379 0.000140911 8.78027e-05 1.13431e-05 0.000133222 3.28385e-05
internal_weight=0 1.73083 1.67912 0.151523 0.12688 0.1928 1.48632 1.41841 1.31511 0.1033 1.28738 1.26306 0.0679082 1.23981 0.178087 0.136337 1.19922 1.17791 1.00475 0.959842 0.92802 0.856792 0.820529 0.706886 0.173159 0.669366 0.633463 0.57696 0.51029 0.465881
internal_count=3121 2856 2798 265 247 243 2555 2321 1650 671 1478 1289 234 1263 234 204 1092 1065 942 901 889 862 744 685 123 552 539 509 458 442
is_linear=0
shrinkage=0.00124344


Tree=669
num_leaves=31
num_cat=0
split_feature=1456 1425 4 11 1374 4 150 403 52 158 156 1213 1 1184 1366 14 1374 48 0 48 52 133 159 133 13 131 4 403 52 1
split_gain=0.00589062 0.0060356 0.00687698 0.00688813 0.00687711 0.00813609 0.0120817 0.00869773 0.00892086 0.00723027 0.00709467 0.00729491 0.0067822 0.00640781 0.00647792 0.00633172 0.00807068 0.00909958 0.00850773 0.0109395 0.00930872 0.0116403 0.00834217 0.00914357 0.0082427 0.00856019 0.0108604 0.0115598 0.0133012 0.0104095
threshold=-1.0000000180025095e-35 1.0000000180025095e-35 0.50996500000000011 0.088215000000000002 0.10637000000000001 0.27287000000000006 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.04127999999999999 0.094850000000000004 0.10499000000000001 -1.0000000180025095e-35 0.11866500000000001 1.0000000180025095e-35 -1.0000000180025095e-35 0.076175000000000007 -0.094929999999999987 0.095425000000000024 -0.14116499999999996 0.092805000000000012 0.11434500000000002 -0.25159999999999993 -0.50206999999999991 -0.22627999999999995 -0.090639999999999984 0.10033500000000002 -0.012509999999999999 0.097240000000000007 -0.11592499999999999 0.092390000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 7 -7 8 -2 10 11 -9 -5 14 -13 16 17 -16 -18 20 21 -20 -22 -24 -23 26 27 28 -26 -28
right_child=1 -3 -4 12 -6 6 -8 9 -10 -11 -12 13 -14 -15 15 -17 18 -19 19 -21 22 24 23 -25 25 -27 29 -29 -30 -31
leaf_value=-0.001952266312490275 0.00013316433874171915 -0.0031361894546724119 0.0022365771100360029 -0.0028123509572364085 -0.0025931912822903021 -0.0019165945754120381 0.0023611570264742755 -0.0031264219063660047 -0.0031267722090792607 -0.0024893652740346707 -0.0027679286087540643 -0.0022949427279667619 0.0010032822473473896 -0.0027501912247944195 -0.0031322622401013162 -0.0017789707747930738 0.0013996899983213149 0.00049086081192468468 -0.003128998794393479 0.0017547365664795386 0.002897183615447821 0.0015172895285022261 0.0026103568537687583 -0.0022875759916479825 -0.0026889197883295983 0.0026369861093774073 -0.0024343996855789832 -0.0031285771995342776 0.0012976935683951213 1.4605959423882514e-05
leaf_weight=0.015418660325224209 0.015747396350377585 0.0059242818616951345 0.013546063779244832 0.015911442853848712 0.0094587951825815253 0.0081489303884154651 0.030964367923331793 0.0063562697381485114 0.017118444861097259 0.010350513596364408 0.008002379447475505 0.0092882306905721634 0.0063755761075299225 0.0068778493750869521 0.01300324269527664 0.013347735418392404 0.084454986335003923 0.01413698626220139 0.0092990563580030994 0.04315674186943852 0.0041916359623428425 0.053325704205178681 0.0041841791799015473 0.033874762377536172 0.0090732164741211818 0.012300978512939764 0.029155618464159261 0.0075130343332148177 0.082838376307790895 0.040537772276138639
leaf_count=288 83 75 146 63 27 17 156 191 618 80 68 46 18 20 40 40 108 8 97 168 13 88 11 157 101 11 195 30 128 30
internal_value=0 3.75819e-06 3.41267e-05 -1.5681e-05 5.02148e-05 9.42932e-05 0.00146992 -7.58491e-06 -0.0015648 9.57512e-05 0.00015093 0.000199907 -0.00172082 0.000244839 0.000289264 0.000342088 0.000406279 -0.00124503 0.000514557 0.000287652 6.65e-05 0.000301026 -0.00128815 -0.0017491 0.000436901 0.000119336 -6.37884e-05 0.000599415 0.000904148 -0.00100991
internal_weight=0 0.618465 0.61254 0.598994 0.576707 0.567248 0.0391133 0.528135 0.0328658 0.495269 0.484919 0.476916 0.022287 0.47056 0.463682 0.454394 0.441046 0.0271402 0.413906 0.329451 0.286294 0.244044 0.0422506 0.0380589 0.234745 0.181419 0.169118 0.0994246 0.0919116 0.0696934
internal_count=3121 2833 2758 2612 2531 2504 173 2331 701 1630 1550 1482 81 1291 1271 1225 1185 48 1137 1029 861 680 181 168 583 495 484 259 229 225
is_linear=0
shrinkage=0.00312586


Tree=670
num_leaves=31
num_cat=0
split_feature=31 45 1374 2 160 0 43 9 1212 49 1447 131 2 4 131 13 4 40 160 133 1456 11 1 3 157 52 1 49 1 0
split_gain=0.00585014 0.00548451 0.00669265 0.00598749 0.00970726 0.0110903 0.00857945 0.00987184 0.0110039 0.0110162 0.00836487 0.00744636 0.0069416 0.0128409 0.00671135 0.00880846 0.00727915 0.00760286 0.00727643 0.00657559 0.00624118 0.00616175 0.00769289 0.0144187 0.0087951 0.00829736 0.00796133 0.00776894 0.00612394 0.00606815
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 0.093235000000000012 0.088225000000000012 0.083670000000000008 -0.13455999999999999 -0.074359999999999996 0.091600000000000015 -0.47386499999999993 -0.028954999999999998 -1.0000000180025095e-35 0.10033500000000002 0.079055000000000014 -0.019614999999999997 0.092225000000000015 -0.084034999999999985 -0.14098499999999997 0.084220000000000003 -1.0000000180025095e-35 0.18829500000000002 -1.0000000180025095e-35 0.089270000000000002 0.10508500000000001 0.10732000000000001 -0.083944999999999978 0.0031350000000000002 0.11061500000000002 -0.043469999999999995 0.12577000000000002 -0.10474999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 5 12 11 8 -8 -10 -5 14 -3 -14 15 18 -17 29 -7 20 -12 22 24 -24 -22 26 -25 -28 -23 -18
right_child=1 2 -4 10 -6 6 7 -9 9 -11 19 -13 13 -15 -16 16 17 -19 -20 -21 21 28 23 25 -26 -27 27 -29 -30 -31
leaf_value=0.0032574571039490374 0.0032549871570808774 0.0032287541265359782 -0.0026013799955847262 -0.0025595592104428974 -0.0026606505459728421 -0.0032523979546161801 0.0024669610813323377 0.00081561540175007353 0.0015767606840121416 -0.0029953870685309543 -0.0032546701363415798 0.002463748943428368 -0.0032552817150535364 0.0020436790791354392 -0.0032540656798632338 0.0030224899394882473 0.00050496509646041161 0.00236617141398799 0.0027501889395314316 -0.00308559447692416 -0.0032552855518858644 -0.0032547724640600148 0.003055748043145214 0.0017445141249748683 0.00026684669037002162 0.0020417941535872796 0.0017887001788003821 -0.0019583232613427084 0.0018610155826344636 -0.0023367042225211992
leaf_weight=0.0056220877913801806 0.0051849552951352953 0.013448700263097635 0.011140267717564711 0.011283966491220099 0.01967872642472912 0.0024676809358936671 0.0052404708342237418 0.016378563986108929 0.0063019681326750279 0.048219840830057592 0.0050282547460085416 0.011865192794402901 0.0073055322579875783 0.014312838409750839 0.0073742290776408473 0.0050675034290179602 0.010824147750099652 0.0059079385828226796 0.015886469989936813 0.0060198463612550759 0.0077605016156212505 0.0090288618581553237 0.031379167667637375 0.013876717240691505 0.22203933678196108 0.022596147173430836 0.0074229796687177432 0.027658729816607774 0.0034093494905391717 0.02990951756470395
leaf_count=86 23 18 41 118 115 142 18 33 29 666 106 34 36 32 60 6 5 5 31 140 62 66 174 24 728 41 32 59 10 181
internal_value=0 -7.53981e-05 -0.000104234 -5.68983e-05 -0.000480981 -0.000267061 -0.000619187 -0.00142123 -0.00203427 -0.00246691 0.00019719 6.46491e-05 0.00139424 0.000252992 -0.000302948 7.66033e-06 -0.000679343 -0.00108154 0.00194315 0.000284515 0.000342447 0.000394847 0.000478858 0.00121772 0.000147902 0.00041168 -0.000340679 -0.00116549 -0.00185252 -0.00158159
internal_weight=0 0.604018 0.598833 0.587693 0.220189 0.200511 0.165444 0.0761408 0.0597623 0.0545218 0.367504 0.0893027 0.0350671 0.0216184 0.0774375 0.0700633 0.0517091 0.0466416 0.0183542 0.35622 0.3502 0.345172 0.332734 0.102934 0.2298 0.0715546 0.0489584 0.0350817 0.0124382 0.0407337
internal_count=3121 3035 3012 2971 1411 1296 1210 746 713 695 1560 464 86 68 430 370 197 191 173 1442 1302 1196 1120 330 790 156 115 91 76 186
is_linear=0
shrinkage=0.00325215


Tree=671
num_leaves=31
num_cat=0
split_feature=12 49 484 1 43 43 43 0 2 16 12 3 49 43 403 12 4 48 147 52 2 1 2 48 1 4 160 160 16 403
split_gain=0.0298195 0.0353226 0.0267856 0.0286211 0.0235596 0.0289274 0.0231311 0.0228214 0.0214277 0.0211378 0.0202167 0.0306165 0.0305835 0.0193502 0.0247979 0.0321234 0.0240612 0.0181697 0.0375282 0.0216154 0.0207276 0.0201405 0.0301955 0.0303747 0.0236348 0.0334093 0.0196068 0.0178803 0.0350195 0.0165722
threshold=0.084100000000000022 -0.24768999999999997 -1.0000000180025095e-35 0.13075500000000004 -0.043144999999999996 -0.09225499999999999 -1.0000000180025095e-35 0.18019500000000002 0.10912000000000001 0.25792000000000009 0.11650500000000001 0.10732000000000001 -0.14917999999999998 -0.17390999999999998 0.084620000000000015 0.088305000000000008 0.2623950000000001 -0.09386499999999999 0.087350000000000025 -0.087769999999999987 0.10774000000000002 0.14000500000000002 0.11215000000000001 0.12230500000000001 0.094465000000000007 -0.0016099999999999997 -1.0000000180025095e-35 0.032695000000000009 -0.18708499999999997 -0.50275999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -2 7 5 8 -6 9 -3 10 11 12 -4 -14 16 -16 27 -8 19 20 -19 22 24 -24 25 26 -21 -15 -29 -11
right_child=2 4 3 -5 6 -7 17 -9 -10 29 -12 -13 13 14 15 -17 -18 18 -20 21 -22 -23 23 -25 -26 -27 -28 28 -30 -31
leaf_value=-0.0012607027841318274 -0.0011966310344573145 -0.00039146024559599704 0.00065722070510645849 0.00083445273558530053 -0.0010465037580178285 0.00092138848193464506 -0.00098796533225410958 0.0012023610394615554 0.0010049705285327477 0.0012764056197384457 -0.0010580611428424875 0.0013196029412771014 0.0003385894731283988 -0.0010214650883128126 -0.0013475530248033348 0.00064956216910988388 0.00014146268114761709 -0.0010846572781636604 0.0013500352049499972 -7.4618415601424975e-05 0.00023355711413524096 0.0011246410454079263 3.4217252674074448e-05 -0.0012418764496024413 0.00082815811315445321 -0.00043897486602729839 0.0011427309624311077 -0.0013525805725482822 0.00067581976819432513 -0.0011169663836798208
leaf_weight=0.032742328919994179 0.049544961339279325 0.075038938903162489 0.066320364996499848 0.047661849710493698 0.034016230143151915 0.1397314965483929 0.027098265978565905 0.019216826731280889 0.027093700286968669 0.0056499691490898831 0.045778007860917569 0.025280865727836499 0.068529855515407689 0.18023977574989658 0.018740641396107094 0.065884311305580923 0.060718586029906874 0.054081320019577106 0.043102124964207178 0.04139021512310137 0.03598836378660053 0.036232477927569562 0.094555222774943104 0.052581933050532825 0.10778698982539936 0.11465536001378496 0.056940263938486169 0.026872550486586988 0.036176200276713644 0.072404373009703704
leaf_count=21 353 85 27 54 94 298 23 6 29 3 69 11 74 981 63 104 41 68 49 28 34 57 74 26 49 72 32 10 43 243
internal_value=0 0.000113545 -0.000238565 -0.000174374 0.000161398 0.000523437 3.60255e-05 -0.000243876 -2.10157e-05 -0.000285197 -0.000198743 -0.000127058 -0.000196922 -0.000320833 -0.000437113 0.00020729 -0.000616492 9.14482e-05 0.000137344 4.93799e-05 -0.00055795 0.000157885 8.30244e-05 -0.000421816 0.000314593 5.46896e-05 0.000630313 -0.000805658 -0.000188722 -0.000943722
internal_weight=0 0.973035 0.789019 0.739474 0.940293 0.241864 0.698429 0.691812 0.102133 0.672596 0.594541 0.548763 0.523482 0.457162 0.388632 0.084625 0.304007 0.664413 0.637314 0.594212 0.0900697 0.504142 0.46791 0.147137 0.320773 0.212986 0.0983305 0.243289 0.0630488 0.0780543
internal_count=3121 1039 2082 1729 1018 412 606 1675 114 1669 1423 1354 1343 1316 1242 167 1075 512 489 440 102 338 281 100 181 132 60 1034 53 246
is_linear=0
shrinkage=0.00134594


Tree=672
num_leaves=31
num_cat=0
split_feature=123 133 1456 124 3 4 52 3 15 2 47 133 2 159 52 11 3 403 457 2 160 0 42 0 0 133 150 15 0 160
split_gain=0.0317767 0.0370643 0.029109 0.0277031 0.0253624 0.0323589 0.0251411 0.0221244 0.0307149 0.0266139 0.0246301 0.0236454 0.025064 0.0263902 0.0240283 0.0247474 0.0273315 0.0409308 0.0310006 0.0302746 0.0373413 0.0379475 0.03958 0.0492171 0.0432503 0.035831 0.0351321 0.0287129 0.0279107 0.0271779
threshold=1.0000000180025095e-35 -0.089569999999999983 0.075120000000000006 0.14970500000000003 -0.20241999999999996 -0.46376499999999993 0.11008000000000001 0.13524500000000003 -0.074054999999999996 0.13501500000000002 0.13693500000000003 -0.25159999999999993 0.13622000000000004 0.091530000000000014 0.41423000000000004 0.087830000000000005 -0.12018999999999998 -1.0000000180025095e-35 -0.0029299999999999994 0.11215000000000001 -0.089974999999999986 -0.10011499999999998 0.088200000000000014 -0.084269999999999984 -0.083914999999999976 0.092845000000000011 0.092010000000000022 0.024640000000000006 0.041630000000000007 -0.086154999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 5 6 -1 10 -9 -10 11 -6 13 14 15 16 27 -18 29 20 -20 -22 23 -23 -25 -26 -24 -13 -29 -19
right_child=1 -3 -4 -5 7 -7 -8 8 9 -11 -12 12 -14 -15 -16 -17 17 18 19 -21 21 22 26 24 25 -27 -28 28 -30 -31
leaf_value=-0.0012011040955205183 -0.00086912227529779016 0.00067734663267204963 -0.0011971247522581062 0.00092257954910364957 -0.0011253561103934905 0.00096836807875337312 0.0010905310900887599 0.00082329842131359434 0.00029904698076926341 -0.00079763018833568658 -0.0012026501916431881 0.00089150828667294184 0.00084382566440204302 -0.00082379408875961531 -0.0011964818758584234 -0.0010015887972915725 -0.00099488246637039184 0.00041973406219412919 -0.0010674558385910388 -0.0006953084282261201 0.00042591793484899069 -0.0011979297704605451 0.00057171506496370107 0.0010866948475041619 -0.00066789260417529259 0.00062860671046024519 -0.0011947410017871592 -0.0012000949297973932 0.00078030972140635281 -0.00098520536106332947
leaf_weight=0.022239175559661817 0.026213160923362011 0.14237286028173901 0.034226130240540331 0.038189528801012673 0.036004049882649158 0.065432470089945016 0.0098745236173272133 0.076895225995031069 0.081690333940059534 0.051557540537032764 0.033710375464579445 0.079007493251991856 0.03572194997104805 0.082897608593157091 0.029364042050019523 0.04226177851887758 0.073080338223462493 0.025511265062959865 0.038994722956430472 0.080267406865914381 0.34620577266741626 0.075977812221479923 0.14064000931739429 0.037633180869305449 0.11933991172100533 0.040878069379687076 0.018158858078095363 0.023343592016317416 0.018005983089096844 0.085861111001576784
leaf_count=64 18 247 238 17 166 58 2 99 30 28 21 53 64 191 150 33 625 41 101 83 110 166 170 10 162 19 23 44 5 83
internal_value=0 0.000436889 -0.000105207 -8.45455e-05 -0.000106268 0.000486125 -0.000496458 -0.000140808 0.000221816 -0.00012529 -0.0001929 -0.000169082 -0.000144369 -0.000170374 -0.000127875 -0.000102674 -7.10925e-05 -0.000131162 -6.8633e-05 5.12202e-06 7.38672e-05 0.000131011 -0.000104985 -0.000380275 -6.62833e-05 -0.000337103 0.000369719 0.0004692 -0.000337713 -0.000663386
internal_weight=0 0.168586 1.84297 1.80874 1.77055 0.0975462 0.0321137 1.67301 0.210143 0.133248 1.46287 1.42915 1.39315 1.35743 1.27453 1.24517 1.20291 1.08255 1.00947 0.898096 0.817828 0.778834 0.432628 0.273829 0.197851 0.160218 0.158799 0.120357 0.0413496 0.111372
internal_count=3121 265 2856 2618 2601 124 66 2477 157 58 2320 2299 2133 2069 1878 1728 1695 1593 968 844 761 660 550 357 191 181 193 102 49 124
is_linear=0
shrinkage=0.00119516


Tree=673
num_leaves=31
num_cat=0
split_feature=12 49 50 4 158 15 43 122 1 15 43 1213 475 41 147 52 0 157 16 2 48 2 403 13 160 16 1 13 43 13
split_gain=0.0294312 0.029971 0.0276367 0.0251221 0.02785 0.0252739 0.0239823 0.0245441 0.023036 0.02503 0.0227515 0.0225982 0.0218258 0.0182248 0.0181657 0.0215126 0.0226996 0.0244645 0.0283727 0.0207523 0.0192431 0.0170908 0.0168775 0.0169947 0.0165516 0.0322272 0.0180828 0.0203301 0.0225639 0.0216076
threshold=0.084100000000000022 -0.24768999999999997 0.10647500000000001 0.40473500000000007 0.084905000000000022 -0.12255999999999999 -0.043144999999999996 1.0000000180025095e-35 1.0000000180025095e-35 -1.0000000180025095e-35 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.068779999999999994 0.083035000000000012 0.089025000000000007 -0.087769999999999987 -0.075359999999999996 -0.081749999999999975 -0.056919999999999991 0.10774000000000002 0.086035000000000014 0.094835000000000017 -0.082384999999999986 -0.53104499999999988 -0.090969999999999981 0.19444000000000003 0.10781 0.19762500000000002 -0.17390999999999998 -0.47860499999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 -2 7 8 9 -3 -8 -7 -13 -5 15 19 17 -17 20 -12 21 -19 -14 -24 25 -25 27 28 -26 -30
right_child=2 6 -4 13 -6 11 10 -9 -10 -11 14 12 22 -15 -16 16 -18 18 -20 -21 -22 -23 23 24 26 -27 -28 -29 29 -31
leaf_value=-0.001256009955247332 -0.0012359910370856324 -0.0012094882783920957 -0.0013478920784459633 0.0013479459643761871 -0.0013483055616515759 -0.0010836475827810234 -0.0010552273522791934 -0.0012144283121731112 0.00097581154065385593 0.00047987895546841 -0.0011373140928466576 -0.0013466579732606377 -0.00094415524953199664 -0.00029055943486584865 0.00088997178546519943 0.00091064761713028654 0.00074115378011191673 0.00080430610771091318 -0.00084803213826297938 0.00026712595448678551 -0.00024521019215556386 -0.00025771292910013006 -0.0013555198837542411 -0.0013480285045511392 0.0010641603224675617 0.0013468361230526073 0.00083940295651855148 -0.0013481392800173157 0.0011516188150689961 -8.7972415068265217e-05
leaf_weight=0.02764459448371781 0.038223792551434599 0.020333428288722644 0.03827774193928235 0.032349045375667629 0.038996091750050255 0.039921077625194812 0.033083952738934386 0.013864307060430292 0.13910125763322867 0.072669413468247512 0.051334379032596189 0.022031595462294717 0.03087868980105668 0.01983965645194985 0.047521646863970091 0.04664025760939694 0.090012618305991055 0.085563063407334994 0.077247642299880681 0.030315037303807912 0.15446522783167893 0.040417400629394251 0.014464070984104183 0.03208916377479909 0.043352428532671183 0.010726112919655861 0.068396194958040724 0.017085549472540151 0.028061180491931736 0.27634107286098697
leaf_count=21 90 114 239 49 187 361 94 10 267 21 69 171 263 15 59 21 94 48 62 34 78 47 4 136 17 3 56 23 8 460
internal_value=0 0.000124442 -0.000233758 -0.000173925 -0.00024495 -0.000175728 0.000166723 0.000525185 0.000629097 0.000110529 3.24403e-05 -0.000106254 -3.44533e-05 0.000725064 9.01522e-05 2.41643e-05 0.000129876 -6.20598e-06 -0.000125756 -0.000615869 7.31919e-05 0.000463586 2.09941e-05 8.17516e-05 0.000125421 -0.000672909 0.000204317 8.52582e-05 0.000155683 2.62987e-05
internal_weight=0 0.930214 0.751033 0.712756 0.660567 0.621571 0.90257 0.245968 0.232104 0.0930028 0.656601 0.583347 0.543426 0.0521887 0.623517 0.575996 0.494346 0.404334 0.357693 0.0816494 0.280446 0.12598 0.521394 0.490516 0.476052 0.0428153 0.433236 0.36484 0.347755 0.304402
internal_count=3121 1039 2082 1843 1779 1592 1018 412 402 135 606 1502 1141 64 512 453 350 256 235 103 173 95 970 707 703 139 564 508 485 468
is_linear=0
shrinkage=0.00134594


Tree=674
num_leaves=31
num_cat=0
split_feature=147 12 50 49 43 43 2 43 12 48 47 1 51 42 13 13 13 13 133 49 393 40 52 2 3 52 52 150 1374 457
split_gain=0.00588788 0.00608258 0.00974476 0.00781997 0.00807455 0.0105934 0.00964155 0.00958932 0.00731913 0.00988736 0.00789596 0.00930475 0.00779466 0.00775041 0.00760016 0.0108939 0.00686322 0.00927335 0.00853319 0.00977388 0.00821844 0.00672453 0.0066623 0.0126668 0.00778695 0.00670611 0.00954266 0.00904369 0.00660414 0.00653312
threshold=-1.0000000180025095e-35 0.084100000000000022 0.10647500000000001 -0.24768999999999997 -0.04890499999999999 -0.09225499999999999 0.10912000000000001 -1.0000000180025095e-35 0.086700000000000013 0.10184000000000001 0.13148500000000005 0.13075500000000004 -0.076794999999999988 -0.11051499999999999 -0.53104499999999988 -0.47860499999999995 -0.023499999999999997 -0.074044999999999986 -0.16271999999999995 -0.24768999999999997 0.091220000000000009 0.084220000000000003 -0.087769999999999987 0.10774000000000002 -0.016324999999999996 -0.081429999999999989 -0.080114999999999978 0.12244500000000001 -0.094929999999999987 0.091015000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 8 -2 5 6 21 -6 9 -3 11 12 -10 -14 -15 -16 17 18 -17 -20 -18 -5 23 -9 -24 -26 -27 28 -28 -30
right_child=1 2 -4 4 7 -7 -8 22 10 -11 -12 -13 13 14 15 16 20 -19 19 -21 -22 -23 24 -25 25 26 27 -29 29 -31
leaf_value=-0.0036551978139124598 -0.0036562996367728103 -0.0033520934509012243 -0.0039666397084284566 -0.0023776870813675367 -0.0031518212665206284 0.002805304304716713 0.0032001284149948263 -0.0033635732792441498 -0.0028215144479753506 0.0033989952297211459 -0.0038538550673205205 0.0031738227939873487 -0.0034335334608464581 -0.0039770529412561763 0.0038095524566325463 0.0031422927800775352 0.001459047526778532 -0.0039700373537992157 0.0026372415545566422 -0.0011657315120152424 -0.0039668918012950218 0.0022316939638516741 0.0031535309059706187 0.0013374349665095688 0.0030327558066165108 -0.0039825270091124899 -0.0030693875340526565 0.0035293290026134493 2.4636942815350974e-05 0.0033282223439732132
leaf_weight=0.0070579035225364342 0.0075180777294008285 0.021806094760506767 0.011853376438466512 0.020842366283090996 0.013670628393981588 0.044977045326561438 0.010439203724899926 0.020445510631020625 0.015816769681094911 0.0040412393054793929 0.0083887722394138109 0.01417000709147942 0.0094600586074875537 0.0064811752654350121 0.013570254630394629 0.011088135138379585 0.064084145640833867 0.011002421839435783 0.01260117458878085 0.06758779039523688 0.0047095777019876542 0.0065334103192071771 0.016542169890840341 0.016102623038023012 0.013216279960033717 0.0085413732304004952 0.009995451124268584 0.012691247666225536 0.12791189780597279 0.010154808515835612
leaf_count=22 19 368 239 73 101 290 29 73 235 15 18 45 62 5 10 23 386 222 9 355 75 12 67 38 9 5 10 22 259 25
internal_value=0 -1.36465e-05 -0.00045 0.000341855 0.000432375 0.00150504 -4.14984e-05 7.6106e-05 -0.000292587 -0.00229656 -7.58259e-05 6.16283e-05 -0.000142159 6.91174e-05 0.000242487 0.000390598 0.000119392 -0.000531824 -0.000117387 -0.000568119 0.00108759 -0.00127763 0.000263405 -0.00129237 0.00054906 0.000313 0.000100678 0.000317632 4.23397e-05 0.000267616
internal_weight=0 0.616243 0.276661 0.339582 0.332064 0.082792 0.037815 0.249272 0.264808 0.0258473 0.23896 0.230572 0.216402 0.200585 0.191125 0.184643 0.171073 0.10228 0.0912771 0.080189 0.0687937 0.0273758 0.235601 0.0365481 0.199053 0.182511 0.169295 0.160753 0.148062 0.138067
internal_count=3121 3099 2067 1032 1013 404 114 609 1828 383 1445 1427 1382 1147 1085 1080 1070 609 387 364 461 85 508 111 397 330 321 316 294 284
is_linear=0
shrinkage=0.00396435


Tree=675
num_leaves=31
num_cat=0
split_feature=3 124 1365 38 1456 4 151 128 41 47 156 1 0 3 150 1456 43 4 0 160 4 40 52 0 0 15 13 457 15 0
split_gain=0.0305918 0.0292029 0.0317766 0.0289234 0.024797 0.0235399 0.0316395 0.0286874 0.0268851 0.0247279 0.0243676 0.0227088 0.0321007 0.0335894 0.0218513 0.0306985 0.0219436 0.0441593 0.0247507 0.0261015 0.0220733 0.0214525 0.0208388 0.0311462 0.0395681 0.02941 0.0303579 0.0293732 0.0287858 0.0251192
threshold=0.31299000000000005 -0.043384999999999993 1.0000000180025095e-35 0.095410000000000009 0.075120000000000006 0.24564500000000003 -0.24462999999999999 0.086435000000000012 0.078475000000000017 0.12794000000000003 0.10499000000000001 0.111945 -0.17169499999999996 -0.074939999999999993 -0.22665999999999997 -1.0000000180025095e-35 -0.51144999999999985 -0.51843499999999987 -0.019414999999999998 -0.098904999999999979 -0.49405499999999997 0.064905000000000018 0.13796000000000003 -0.10011499999999998 -0.084269999999999984 0.090615000000000015 -0.084034999999999985 0.09061000000000001 0.088235000000000022 -0.10224499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 4 -1 5 7 -7 8 10 11 14 12 -8 -14 -3 -16 -17 -18 19 21 -20 -19 23 29 -25 26 -26 -27 -28 -21
right_child=-2 2 -4 -5 -6 6 9 -9 -10 -11 -12 -13 13 -15 15 16 17 18 20 22 -22 -23 -24 24 25 27 28 -29 -30 -31
leaf_value=0.00078423865465376645 0.00098990770406080547 0.0010328646337802224 -0.0013502622623858193 -0.0013481733185637522 -0.001347964003796658 -0.0013493463689516177 0.00135082272856971 -0.0013502822653248753 -0.001250893701016635 -0.00086713282482978841 -0.0013488794614691301 0.0011418697125684461 0.00038899279831926622 -0.0013368533665852353 -0.0013488528681012617 0.00077589661640060665 -0.0013573860242397616 -0.0013483423194401189 -0.00059884836701736173 5.3023908198152829e-06 0.00064262659353789677 0.0013513813056603219 0.00071652488707876045 -0.0012960261106256044 0.0010665283760627983 -0.0013199015945180436 -0.00054510054494849114 0.0013520822077022648 0.00080091847500629175 0.0010619747305955778
leaf_weight=0.10701148479074607 0.049295936737507984 0.032421145471743684 0.037997912411810719 0.012913368568661099 0.028506865794270086 0.019506980548612773 0.033742300391168101 0.035392474908803595 0.037007732961683248 0.023672757321037352 0.027047884284229329 0.080823305280318891 0.061573238370328909 0.030572901239793171 0.033923083787385511 0.055487283407272936 0.047728612724312058 0.047157892513040367 0.031529947121725854 0.32222863454080652 0.14645368302081252 0.0060117690591141573 0.056805108732078224 0.074084077906717227 0.043752007140936855 0.056368898664004519 0.11401521891639643 0.0085886940360069275 0.038502274544953252 0.046655576792544395
leaf_count=214 120 10 56 24 228 10 31 179 77 11 127 120 50 21 251 26 24 176 39 146 68 2 25 395 38 235 329 2 66 21
internal_value=0 -8.56645e-05 -0.000134339 0.000554623 -0.000104328 -8.08666e-05 0.000296531 -0.000155646 -0.000121152 0.00043589 -8.59816e-05 0.000585112 0.000227661 -0.000183621 -5.65779e-05 -8.7855e-05 -4.88025e-05 -9.28078e-05 -3.19739e-05 -0.000131369 0.000422698 -0.00104309 -6.76683e-05 -0.000130927 -0.000427822 -0.000181599 7.82097e-05 -0.000966612 -0.000205305 0.000138948
internal_weight=0 1.69748 1.57756 0.119925 1.53956 1.51105 0.249891 1.26116 1.22577 0.230385 1.18876 0.206712 0.125888 0.0921461 1.16171 1.12929 1.09537 1.03988 0.992154 0.81417 0.177984 0.0531697 0.761 0.704195 0.335311 0.261227 0.19627 0.0649576 0.152517 0.368884
internal_count=3121 3001 2763 238 2707 2479 243 2236 2057 233 1980 222 102 71 1853 1843 1592 1566 1542 1435 107 178 1257 1232 1065 670 433 237 395 167
is_linear=0
shrinkage=0.00134594


Tree=676
num_leaves=31
num_cat=0
split_feature=9 39 42 376 1456 4 151 150 160 403 158 4 43 0 133 48 403 475 457 160 40 475 42 52 13 2 1 52 4 43
split_gain=0.00567879 0.00551486 0.00609536 0.00685635 0.00763607 0.00623566 0.0111432 0.00829726 0.0123908 0.0128174 0.00892868 0.00760265 0.0171317 0.0147061 0.00862674 0.00880541 0.00870053 0.00876392 0.00861622 0.00873338 0.00830904 0.00866082 0.00881443 0.00789327 0.0072151 0.0101956 0.0101532 0.00846031 0.00794575 0.0106594
threshold=-0.036024999999999995 0.16946000000000003 -0.26584999999999998 0.048375000000000008 0.075120000000000006 0.27287000000000006 -0.24462999999999999 -0.22665999999999997 -0.098904999999999979 0.092070000000000013 0.094245000000000009 -0.49405499999999997 -0.45785999999999999 0.041630000000000007 -0.25159999999999993 -0.09386499999999999 -1.0000000180025095e-35 -0.086424999999999988 -0.0029299999999999994 -0.086154999999999995 0.10214500000000001 -0.08459499999999999 -0.11051499999999999 -0.10925999999999998 -0.28558999999999996 0.11263500000000001 0.10060500000000001 -0.078224999999999975 -0.083854999999999985 -0.08756499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 7 -7 -4 9 -9 11 12 -10 14 -13 -16 17 -17 19 -18 21 -20 -23 -24 -25 26 27 -26 -29 -30
right_child=1 -3 3 -5 -6 6 -8 8 10 -11 -12 13 -14 -15 15 16 18 -19 20 -21 -22 22 23 24 25 -27 -28 28 29 -31
leaf_value=0.0042979257847610645 -0.0042950654596110261 0.0042976730430735076 0.0031626013805185179 0.0019350323900707237 -0.0042933870757643705 -0.0042942597500638252 0.0016884313386704617 -0.0041692493513820917 0.0031497255030705803 0.0036979792034977214 -0.0038979493436917911 -0.0042937845301570486 -0.0042275230392812739 0.0027128191527554359 -0.004298251777419191 0.0041645920120214315 0.0033266257617700998 -0.0034213695231408697 -0.0031293213709503707 -0.0032169427798422008 -0.003696148103544847 -0.004296348286512125 -0.0011036554228109857 0.0042904678734453092 0.0031408175932766884 -0.0018834602358962806 0.0029842854057464357 0.0024669180016531084 -0.0042957139806693622 0.00022620645943602119
leaf_weight=0.0054616361255170878 0.0064177484513265872 0.0052119852018677184 0.01241709127498325 0.029255344685452656 0.0082507998920391401 0.0063477591575065153 0.059170009110403043 0.026258861515600529 0.0079603806079830974 0.0044611727244046042 0.01176847170796691 0.009275483130579687 0.021322284712141482 0.034717972286216536 0.0089842207257788687 0.003220438449716311 0.0045044725518437181 0.021701353927539913 0.011504012388286355 0.022595897965175027 0.0088665760185904219 0.006432373586733319 0.035486502245703377 0.012122685786380316 0.022224310674801018 0.022001511211442448 0.045284697681381658 0.025204065454090596 0.010591918603722661 0.10241093692437175
leaf_count=89 18 23 12 116 236 14 248 309 4 8 126 149 109 62 17 6 20 603 81 93 14 47 164 39 39 33 47 52 37 306
internal_value=0 -9.73632e-05 -0.000135493 -9.05776e-05 -0.000195446 -0.000134726 0.00110879 -0.000300551 -0.000390344 -0.00302677 -0.000209634 -0.000110173 -0.00222205 4.1723e-05 -0.000207289 -0.000102909 3.51952e-06 -0.0024411 0.00018857 -0.00212931 0.000396479 0.000520216 0.000669224 0.000785233 0.00106471 0.000892986 0.00118993 0.000683439 0.000288282 -0.00019764
internal_weight=0 0.605971 0.600759 0.594342 0.565086 0.556835 0.0655178 0.491318 0.478901 0.03072 0.448181 0.436412 0.0292827 0.407129 0.372411 0.363136 0.354152 0.0249218 0.32923 0.0271004 0.30213 0.293263 0.281759 0.275327 0.23984 0.227717 0.205716 0.160431 0.138207 0.113003
internal_count=3121 3032 3009 2991 2875 2639 262 2377 2365 317 2048 1922 113 1809 1747 1598 1581 609 972 113 859 845 764 717 553 514 481 434 395 343
is_linear=0
shrinkage=0.00429114


Tree=677
num_leaves=31
num_cat=0
split_feature=1425 4 482 480 401 1374 1 0 43 133 151 2 49 4 15 33 13 160 15 47 0 1374 16 4 2 2 4 402 16 1
split_gain=0.00548742 0.00640828 0.00630087 0.00614816 0.00582488 0.00587696 0.0061199 0.0110797 0.0120009 0.00891715 0.00891502 0.00960444 0.0089124 0.00875395 0.00753369 0.00716889 0.00718254 0.011419 0.00958393 0.0112131 0.00957146 0.00785278 0.00736742 0.0080296 0.00719692 0.0107287 0.00714202 0.0090824 0.00620124 0.00796152
threshold=1.0000000180025095e-35 0.50996500000000011 0.092250000000000013 0.084710000000000021 0.10711000000000001 0.093235000000000012 1.0000000180025095e-35 -0.087634999999999977 0.15359500000000004 -0.25159999999999993 -0.46784999999999993 1.0000000180025095e-35 -0.076109999999999997 -0.043364999999999994 0.091295000000000015 -0.0066799999999999993 -0.083364999999999981 -0.082179999999999989 0.035560000000000008 0.096300000000000011 -0.10836499999999999 -0.094929999999999987 -0.065999999999999989 0.071150000000000005 0.098035000000000011 0.093175000000000022 0.04735000000000001 -0.47520499999999993 -0.056919999999999991 0.080585000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 7 8 10 -8 -1 -12 -9 -14 -10 -11 17 -17 19 21 -21 -18 -22 -24 25 28 27 -20 -23 -30
right_child=-2 -3 -4 -5 -6 -7 9 12 14 15 11 -13 13 -15 -16 16 18 -19 26 20 22 24 23 -25 -26 -27 -28 -29 29 -31
leaf_value=0.0023981426090610432 -0.0032625904566857284 0.0022720201309908913 -0.0031167246751352012 -0.0024499572759490297 -0.0032538088376463095 -0.0022904720919579638 -0.0032550590182341072 0.0021635617585746797 -0.0019996840132568959 -0.0020556710286769868 0.0031540617155741864 -0.0032551509284315132 0.00013102859553980149 -0.0026146676096251813 0.0029929626001346139 -0.0020079953962207292 -0.00065576332873375145 0.0018747643559954769 0.0026938144301010573 -0.0026805630755002896 0.0022069943680769473 0.0021175909794320588 -0.003254446419810049 0.00071036998426231431 0.0025361458875872264 -0.0024275151827569037 0.0011454312595912308 -0.0029300676883939492 0.0031487463068138434 -0.00039696059654030643
leaf_weight=0.0037728145834989837 0.0055459091648231143 0.01270530616892529 0.0070590483946943996 0.010843103305575141 0.0056784022219460431 0.011048856923025596 0.0070201896390926768 0.019853595695167314 0.0051251884088969754 0.011658407339382393 0.0026480093220015979 0.037390718936478606 0.10490337185231624 0.01390958628030603 0.0084948160331350664 0.0090966206422535834 0.025782553395401919 0.067124902436205502 0.0035102787442156105 0.018003028358180018 0.012767096163997849 0.04015625288730007 0.0090477644811812752 0.013408812017587479 0.036329866302708069 0.0096004844040180615 0.0093190976331243291 0.022534485606797716 0.0084057847652729833 0.03296254978511115
leaf_count=2 78 146 117 214 135 42 46 26 59 29 2 318 588 282 11 43 22 227 6 36 20 54 58 12 180 17 11 215 9 116
internal_value=0 -1.22116e-05 -6.33554e-05 -2.48936e-05 2.29548e-05 5.71663e-05 0.000105848 -0.000350875 -0.00155205 0.000371826 -0.00238094 -0.00283127 0.000146617 -0.000190414 0.00111424 0.00044905 0.000540863 0.00141138 0.000266486 0.000534432 -0.000751532 0.000981109 0.000234407 -0.000887056 0.00131223 0.000824274 -0.00129785 -0.00217209 0.00120721 0.000323505
internal_weight=0 0.580161 0.567456 0.560397 0.549554 0.543875 0.532826 0.196098 0.0574315 0.336728 0.0438115 0.0400387 0.138667 0.118813 0.01362 0.329708 0.31805 0.0762215 0.241828 0.206464 0.0532267 0.153237 0.0352237 0.0224566 0.127455 0.0911251 0.0353639 0.0260448 0.0815246 0.0413683
internal_count=3121 3043 2897 2780 2566 2431 2389 1288 392 1101 322 320 896 870 70 1055 1026 270 756 524 126 398 90 70 376 196 232 221 179 125
is_linear=0
shrinkage=0.00325215


Tree=678
num_leaves=31
num_cat=0
split_feature=31 30 1425 4 482 12 1 0 1446 1 3 159 51 12 9 457 1213 12 3 3 15 15 16 0 150 132 49 12 402 390
split_gain=0.00499527 0.0052342 0.00497397 0.00542695 0.00566166 0.00554382 0.00927533 0.00976532 0.00772575 0.00669277 0.0114307 0.00785877 0.00834909 0.00746151 0.00755215 0.00756502 0.0067067 0.00662287 0.0102189 0.00929403 0.00636892 0.00905614 0.0113518 0.0131117 0.00958551 0.00622443 0.00618281 0.00769147 0.00627015 0.00575691
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 1.0000000180025095e-35 0.50996500000000011 0.092250000000000013 0.092355000000000007 0.13075500000000004 0.18019500000000002 0.083530000000000007 0.092390000000000014 -0.0049599999999999991 0.091530000000000014 0.08955500000000001 -0.095379999999999979 0.081890000000000004 -0.065884999999999985 0.04198000000000001 0.11650500000000001 0.10732000000000001 -0.086554999999999979 0.035560000000000008 -0.016799999999999995 -0.056919999999999991 -0.20211999999999997 0.090480000000000019 -1.0000000180025095e-35 -0.14715999999999999 0.11418000000000002 -0.46140499999999995 0.087070000000000022
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 5 8 7 17 9 11 -11 12 13 -3 15 -15 25 18 19 26 21 22 23 24 -12 -17 -7 28 -28 -18
right_child=1 2 -4 -5 -6 6 -8 -9 -10 10 20 -13 -14 14 -16 16 29 -19 -20 -21 -22 -23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=0.0038153832391885751 -0.0038217060088912716 -0.0036324763410641907 -0.0038214787867176209 0.0025146993563063412 -0.0036182823669346225 0.0027974422314511445 0.0021191331423195694 0.0034263827912581557 -0.0036135709871186329 0.0024911421320631399 -0.0027463100440480699 -0.0030366429970854493 -0.0029236541176608866 -0.0029652215418076639 -0.0038129847182910058 -0.0038122386241610019 -0.003812520973814717 -0.0035380574107385897 0.001933881206596085 -0.0033571808163759807 -0.0018257316354220524 0.0029581676668118074 -0.0025614364276460924 0.0025465307483532695 0.0011904034216489157 0.00093697630170147897 0.0032187157967672529 0.0031584175765172647 -0.0024078243957459827 0.003661258131214849
leaf_weight=0.0048156828137280163 0.0053819725289940825 0.0071072706352879314 0.0050195991082091487 0.012078658571738288 0.0064434716513517279 0.0069806792434974332 0.014586582044103125 0.0064584122665110036 0.0076081117762782915 0.044648874861991317 0.018090709962052642 0.013027629876660285 0.013213353305047804 0.0088352502994553106 0.0061509404058597275 0.0041057142040017416 0.0079940802613691631 0.017508014245834147 0.014619336491705326 0.026312445199693002 0.018393359255242103 0.019380693045832231 0.018602217918669339 0.032558237281136826 0.017832373056080542 0.16633344285111207 0.0032037327428042764 0.005235199921344246 0.028082272614369685 0.0018410400372204103
leaf_count=86 2 26 78 119 117 9 41 5 198 194 33 127 92 113 21 103 148 106 13 440 28 43 28 92 27 620 4 10 193 5
internal_value=0 -8.21482e-05 -4.57043e-05 -1.10702e-05 -6.8078e-05 -2.48111e-05 -0.000733497 -0.00111735 0.000190012 0.0002627 0.000836451 -0.000162719 1.09531e-05 0.000202565 0.000342156 0.000477305 0.000646024 -0.00140522 -0.000962955 -0.00156956 0.000244736 0.000602442 7.81683e-05 0.000795189 -0.000792109 0.000822572 -0.000488307 -0.00111635 -0.00183166 -0.0024135
internal_weight=0 0.557634 0.552252 0.547232 0.535153 0.52871 0.122987 0.1084 0.405723 0.398115 0.169506 0.228609 0.215581 0.202368 0.19526 0.18911 0.180274 0.101942 0.0844337 0.0698143 0.124858 0.106464 0.0870835 0.0684813 0.0359231 0.170439 0.0435019 0.0365212 0.031286 0.00983512
internal_count=3121 3035 3033 2955 2836 2719 821 780 1898 1700 445 1255 1128 1036 1010 989 876 775 669 656 251 223 180 152 60 723 216 207 197 153
is_linear=0
shrinkage=0.00381041


Tree=679
num_leaves=31
num_cat=0
split_feature=1213 475 484 150 15 474 52 156 1365 160 150 133 43 50 403 43 403 123 15 15 42 4 0 47 0 133 47 0 42 13
split_gain=0.0161882 0.0182292 0.0171726 0.0146833 0.014428 0.0181648 0.0146525 0.0141782 0.0134489 0.0141168 0.0216033 0.0234803 0.0202235 0.0154443 0.0186735 0.0154057 0.0180906 0.0133647 0.0149433 0.0150377 0.0146793 0.0193426 0.0198113 0.0176791 0.014502 0.0146786 0.0167577 0.0160303 0.0238812 0.0182248
threshold=-1.0000000180025095e-35 -0.086004999999999984 -0.0068949999999999992 0.094605000000000009 -0.24436499999999997 -1.0000000180025095e-35 0.13796000000000003 0.10499000000000001 0.088010000000000019 -0.091944999999999985 -0.22665999999999997 -0.030254999999999994 0.24789500000000006 0.10030500000000002 0.10301500000000001 0.11268500000000002 -0.083259999999999987 1.0000000180025095e-35 -0.13578499999999996 -0.10653 0.097315000000000026 -0.49013999999999996 -0.019414999999999998 0.096475000000000019 -0.23194499999999998 0.15630500000000003 0.09550500000000002 -0.14001499999999997 0.091295000000000015 -0.084034999999999985
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -2 5 -4 -7 8 9 10 -6 -12 13 14 15 16 -11 18 -18 -20 21 -21 23 24 -23 26 27 -26 29 -29
right_child=2 -3 4 -5 7 6 -8 -9 -10 12 11 -13 -14 -15 -16 -17 17 -19 19 20 -22 22 -24 -25 25 -27 -28 28 -30 -31
leaf_value=0.0013749509764670947 -0.00089249128504186861 -0.0012079984530802062 -0.0013833873649340368 0.00063719790636161439 0.0013764928695425103 0.0011304991496938958 -0.00070465785524855169 -0.0012034836374747394 -0.0013761751901180297 -0.0011557268883986276 0.00067331624511456545 -0.001242528365524646 -0.0010159212881222174 0.00098774087750817395 -0.0013534923819282652 0.00092728288162706874 -0.00062345244985007162 0.00074031730513162645 0.0010031617543932272 -0.0009281312740014435 0.00078159467329478672 0.0013756973731052838 0.00074498458606229859 -0.0013757060545607819 0.00020729836718845598 0.0012263080569803549 0.0013728276709599016 3.9213479835833175e-05 0.00066747063008721383 -0.0008849640857552431
leaf_weight=0.0059717106632888308 0.064970112075684372 0.037416334032059351 0.0075508328154683104 0.014458975999787071 0.0098964410135522485 0.056522541791764302 0.00959164204505214 0.017990843371308074 0.012716216093849653 0.02176568754123287 0.0157247261372504 0.051691225448280198 0.029889984660030677 0.038060780167143093 0.016479698582770652 0.042489802349791717 0.055425113291675876 0.059104505778122984 0.034366729170869581 0.039014221827073703 0.049843567679999978 0.014391220449397002 0.071407253599319542 0.01779749812794762 0.14815748969158427 0.016853472534421599 0.014334942248751759 0.060189377249571185 0.03452288812286497 0.12119543024914536
leaf_count=4 466 487 1 19 4 216 14 120 18 279 37 261 125 60 32 27 57 141 20 58 53 25 50 30 98 4 4 131 41 239
internal_value=0 -0.000852494 1.80151e-06 -0.000614032 4.76462e-05 0.000633871 0.00086426 4.17106e-06 2.64476e-05 4.49766e-05 -0.000517611 -0.000795659 9.41074e-05 0.000132895 9.30874e-05 0.000122854 7.77841e-05 0.000114233 5.96136e-05 0.000120473 6.88569e-05 2.80783e-06 7.56151e-05 -3.62078e-05 2.19882e-05 -2.73004e-05 -8.31346e-05 -0.000140463 -0.000379099 -0.000578292
internal_weight=0 0.043388 1.1464 0.0794291 1.06697 0.073665 0.0661142 0.993309 0.975318 0.962602 0.0773124 0.067416 0.88529 0.8554 0.817339 0.800859 0.758369 0.736604 0.677499 0.622074 0.587707 0.537864 0.49885 0.427442 0.409645 0.395254 0.3784 0.364065 0.215908 0.181385
internal_count=3121 491 2630 485 2145 231 230 1914 1794 1776 302 298 1474 1349 1289 1257 1230 951 810 753 733 680 622 572 542 517 513 509 411 370
is_linear=0
shrinkage=0.00137286


Tree=680
num_leaves=31
num_cat=0
split_feature=12 15 50 1 147 3 2 42 0 0 15 51 15 15 150 1 2 1 16 15 13 13 12 3 52 13 2 42 393 159
split_gain=0.022785 0.0317242 0.02274 0.020913 0.0188313 0.0207539 0.0258561 0.0280797 0.0291251 0.0428533 0.0220623 0.0185007 0.0172508 0.0173627 0.0208761 0.0213765 0.0169162 0.032028 0.0213251 0.0169663 0.0161323 0.0291928 0.0227717 0.0261969 0.0199091 0.0187168 0.0182105 0.0266326 0.0277124 0.012257
threshold=0.084100000000000022 0.084050000000000014 0.10647500000000001 0.13075500000000004 0.089025000000000007 -0.0049599999999999991 0.10731 0.094935000000000005 -0.084044999999999995 -0.12333499999999999 0.035560000000000008 -0.076794999999999988 -0.016799999999999995 -0.074054999999999996 0.12155000000000001 0.13146500000000003 0.086590000000000014 0.08844500000000001 -0.078844999999999985 -0.11713499999999999 -0.53104499999999988 -0.42195999999999995 0.092355000000000007 -0.11255999999999998 0.15915500000000002 -0.074519999999999989 0.092120000000000021 0.088200000000000014 0.086855000000000016 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 11 5 6 7 8 9 -1 12 -2 13 14 15 -7 17 -13 19 -19 -18 -22 24 25 26 -24 27 28 -23 -17
right_child=2 -3 -4 -5 -6 10 -8 -9 -10 -11 -12 16 -14 -15 -16 29 20 18 -20 -21 21 22 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00066875997262692052 -0.00095674649356459356 -0.00081390444480317656 -0.0012204731600166303 0.00069163512098297647 0.0010728434417973094 -0.00017069310067215906 0.00095835278267208371 -0.0011736694916972094 0.00084948967669299475 -0.0012195340972139255 -0.0012230754482856212 -0.0011844940225464245 0.00054231511609054541 -0.00059762316283691109 0.0012258905317895138 -0.00085239003629243582 -0.0012278843128538156 -0.00090507735035029512 -0.00098609659413283353 0.00041176143033728302 0.0011699037153924622 -0.0011344539414925342 -0.00087732827122510881 -0.00094126679261030406 -0.0012216338467700857 0.00072352202319057369 0.00076862054343157776 0.00053150030567357116 0.00077369270361978438 0.0012252051525759374
leaf_weight=0.037153958544877241 0.046375989155762909 0.053400257444081944 0.031539266401523491 0.040155763384063903 0.032056432179160765 0.23025292912552686 0.082647319567513478 0.021553795550062205 0.074649687446708413 0.034394882064589183 0.022138033407827606 0.060555316508498436 0.078443103726385743 0.078009690181715996 0.020853325127973221 0.0050121445965487501 0.015423911150719505 0.017785627860575914 0.031227689406932768 0.079686902973662654 0.031326640106271952 0.041291064831966651 0.016036754520428076 0.07318666493767978 0.013965215697226085 0.033583111852294678 0.072573246457977802 0.064771566159151917 0.015578487389575457 0.026701891344828255
leaf_count=48 300 128 239 54 67 191 103 15 110 122 11 399 80 59 7 9 5 9 161 100 10 160 12 341 51 51 93 78 19 89
internal_value=0 9.36961e-05 -0.000209452 -0.00016066 0.00015885 0.000117689 0.000400255 0.000125295 0.000316799 -0.000238979 -3.56552e-05 -0.000216458 2.41872e-05 -8.84519e-05 5.19917e-05 -4.14541e-05 -0.000155907 -0.000453389 -0.000109393 0.00017148 -6.86196e-06 4.51178e-05 -6.13391e-05 -0.000477658 0.00018425 0.00020614 0.000285342 -2.99029e-06 -0.000611748 0.000896858
internal_weight=0 0.797267 0.685063 0.653524 0.743867 0.711811 0.2504 0.167752 0.146199 0.0715488 0.461411 0.613368 0.439273 0.36083 0.28282 0.261967 0.566992 0.189256 0.1287 0.0974725 0.377737 0.362313 0.330986 0.122807 0.20818 0.0496199 0.194214 0.121641 0.0568696 0.031714
internal_count=3121 1039 2082 1843 911 844 398 295 280 170 446 1789 435 355 296 289 1489 669 270 109 820 815 805 404 401 63 350 257 179 98
is_linear=0
shrinkage=0.00121906


Tree=681
num_leaves=31
num_cat=0
split_feature=1 0 15 133 1186 3 42 43 4 39 3 483 151 453 52 51 147 14 1 481 2 48 4 46 48 457 150 1 16 0
split_gain=0.0212906 0.033803 0.0246036 0.0248299 0.0292003 0.0209862 0.020891 0.0240382 0.0205782 0.0205394 0.0244273 0.0203458 0.0193787 0.0181351 0.0183429 0.0178394 0.0173251 0.025956 0.0197551 0.0198647 0.0191308 0.0217575 0.0266186 0.0168189 0.0162511 0.0193524 0.0154075 0.0146753 0.0170002 0.0203084
threshold=1.0000000180025095e-35 -0.059114999999999994 0.083935000000000023 0.083950000000000011 0.088465000000000016 0.11296500000000002 0.092395000000000019 -0.088909999999999989 -0.49405499999999997 0.085220000000000004 0.31299000000000005 0.096950000000000022 -0.50641499999999995 0.091330000000000008 -0.52017999999999986 -0.40274499999999996 0.088610000000000008 0.076175000000000007 0.080585000000000004 -0.0079799999999999992 0.089125000000000024 0.11951500000000001 -0.16363499999999997 0.10123000000000001 0.086425000000000016 0.082380000000000009 0.088985000000000009 0.13075500000000004 -0.056919999999999991 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 4 -4 12 7 -5 -3 10 11 13 -1 14 -2 -11 17 18 -16 -20 24 22 -22 -17 25 27 -24 28 -21 -30
right_child=9 8 3 6 -6 -7 -8 -9 -10 15 -12 -13 -14 -15 16 23 -18 -19 19 20 21 -23 26 -25 -26 -27 -28 -29 29 -31
leaf_value=0.00059120779879163891 -0.0011494431665996347 -0.00033145286963642834 -0.0011503804526409775 -0.00076632751166235487 0.0005930585666478037 0.00053237085275843537 -0.0011507987881133551 0.00088563257726560686 0.00041662539604645833 -0.0011509298216636657 0.0011500206872115885 -0.0011114968747410444 -0.001150279353039141 -0.0010162946444585881 0.00094128221431865244 0.00085634174859572625 0.00073932481347552888 -0.0011510742468862569 -0.0011507614438510912 -4.251059842248283e-05 -0.00077917733233971069 -0.00024595642065661428 0.00083658855993970732 -0.00087032473055953757 -0.0011122965856362598 0.0010797714872278262 0.00012779559607062498 0.00059058244457319486 -0.00099573985137351643 0.00082151757149342888
leaf_weight=0.0091641361905203667 0.0165721913588186 0.078662980676199368 0.047736748169654675 0.014953320580389118 0.017261188993870746 0.012934396552736871 0.011613525482061959 0.05220670264520777 0.12665369827027462 0.0073757577629294238 0.024299735802969735 0.021888896026666771 0.10555638471805651 0.021920070597843733 0.032470020291839319 0.084946773701176426 0.047981489302401314 0.023895114556125918 0.018498393038953509 0.14317701516279158 0.020361437854262476 0.078025060407526325 0.1238866225558013 0.0081595134652161505 0.0215386343506907 0.01786686058039777 0.060106304299551994 0.030127400343189947 0.05807358630681847 0.0094332915168706677
leaf_count=27 126 31 421 58 14 7 88 65 141 6 106 59 760 18 22 254 65 78 74 261 27 34 122 4 37 8 35 18 138 17
internal_value=0 -0.000221688 -0.000487727 -0.00016183 -0.000687384 -0.000854769 0.000271817 0.00051782 0.000130014 8.03118e-05 1.65775e-05 -2.03514e-05 -0.00101117 1.26406e-05 4.47686e-05 0.000568789 7.36416e-05 2.35357e-05 6.92806e-05 2.05554e-05 5.90688e-05 0.000270089 0.000467121 0.000705023 -0.00015358 -7.37529e-05 0.000605042 -0.000159338 -0.000266575 -0.0007418
internal_weight=0 0.476743 0.271426 0.143771 0.0649979 0.127655 0.0787735 0.06716 0.205317 0.870604 0.770122 0.745822 0.114721 0.723933 0.702013 0.100482 0.685441 0.63746 0.613565 0.581095 0.562596 0.282379 0.204354 0.0931063 0.280217 0.258678 0.183993 0.240811 0.210684 0.0675069
internal_count=3121 1612 1440 646 435 794 211 123 172 1509 1245 1139 787 1080 1062 264 936 871 793 771 697 218 184 258 479 442 157 434 416 155
is_linear=0
shrinkage=0.00114875


Tree=682
num_leaves=31
num_cat=0
split_feature=1 147 14 48 15 48 12 40 3 1 151 15 481 1213 4 130 43 42 133 43 1366 16 1 2 48 16 3 3 0 0
split_gain=0.0206389 0.0249489 0.0256798 0.0247901 0.0246186 0.0320851 0.0233308 0.0272713 0.0220003 0.0204839 0.0200006 0.0206859 0.0198948 0.017844 0.0208573 0.0297781 0.0195828 0.0319645 0.0247262 0.0187467 0.017783 0.0176642 0.0265798 0.0206695 0.0199517 0.0195008 0.0190394 0.0206933 0.0183218 0.0162819
threshold=0.077565000000000009 0.089025000000000007 0.076175000000000007 -0.098424999999999985 -1.0000000180025095e-35 0.088965000000000002 -0.069644999999999985 0.57330500000000006 0.30112000000000005 0.07863500000000001 0.08357500000000001 0.095175000000000023 -0.0079799999999999992 -1.0000000180025095e-35 -0.07712999999999999 -1.0000000180025095e-35 -0.24021999999999996 0.084050000000000014 0.083950000000000011 0.07827000000000002 -1.0000000180025095e-35 0.066275000000000014 0.12500000000000003 0.079055000000000014 0.12649500000000002 -0.056919999999999991 0.083060000000000009 0.090900000000000009 -0.23091999999999999 -0.070154999999999981
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 6 -3 5 -1 7 -2 9 -8 11 13 -11 -6 15 -15 -17 18 19 -18 -14 23 -23 25 26 -22 -25 -28 -29 -27
right_child=1 3 -4 -5 10 -7 8 -9 -10 12 -12 -13 20 14 -16 16 17 -19 -20 -21 21 22 -24 24 -26 29 27 28 -30 -31
leaf_value=-0.0011273543377770148 0.0007641057439350692 -0.00064192763516737761 -0.0010090891719623332 0.0010725659405654234 -0.0011271139812681196 1.7635782277621525e-06 0.0011137080673228931 -0.0011335184605474034 0.00112716446484753 -0.0011273131320774341 0.00093784560130371394 -0.00091701115720317129 -0.00099260714127797733 -0.0011279594365045653 0.00051436875635317667 0.00079027153957264942 -0.00097848607820051419 -0.00096441990714897844 0.00069780949517167848 0.00037243700810830291 -6.349645202378049e-06 -0.00108025932271937 9.0040329174726456e-05 0.00077661851822439577 -0.00033936695777607244 -0.0011283822048039278 -0.00036340599711866039 0.00094282545982977614 5.7913762135618646e-05 0.00023114614536040362
leaf_weight=0.073447736828484267 0.090105565344401839 0.013365562947001308 0.029882405556691083 0.053572859165797126 0.018103406583577453 0.05645769600141648 0.018790062587868306 0.010752082976978272 0.020809490964438737 0.022187537093032006 0.02348726149648428 0.03830885615002444 0.024192873233914725 0.033790763031447568 0.08060611642395088 0.034267262411958654 0.029282125772624568 0.043777740307405111 0.055846349797320727 0.023473733070659364 0.17248613057699913 0.045621739776834147 0.053459941404071287 0.09570080871344544 0.061528182806796394 0.041873194431445881 0.063470225082710385 0.051178033274482004 0.07063867938995827 0.015239739917888073
leaf_count=608 266 15 73 86 260 175 7 3 64 95 6 210 20 96 48 14 50 105 38 26 282 192 34 105 27 116 25 27 32 16
internal_value=0 6.72078e-05 1.72235e-05 0.000730234 -0.000213256 -0.000636633 5.29664e-05 0.000561807 -1.48122e-05 -4.70841e-05 -6.888e-05 -0.000135029 -7.74799e-05 -4.11633e-05 2.41407e-05 -0.000155118 2.10063e-05 -0.000151986 0.000175507 -0.000377393 -4.39833e-05 -9.79074e-06 -0.000448819 6.62424e-05 0.000241507 -0.000195217 0.000368701 0.000158011 0.000429686 -0.000765612
internal_weight=0 0.954855 0.887917 0.0669384 0.510849 0.129905 0.858034 0.100858 0.757177 0.736367 0.380944 0.357456 0.717577 0.319147 0.301044 0.220438 0.186647 0.15238 0.108602 0.0527559 0.69539 0.671197 0.0990817 0.572115 0.342516 0.229599 0.280988 0.185287 0.121817 0.0571129
internal_count=3121 1485 1384 101 1636 783 1311 269 1042 978 853 847 971 637 377 329 233 219 114 76 876 856 226 630 216 414 189 84 59 132
is_linear=0
shrinkage=0.00112622


Tree=683
num_leaves=31
num_cat=0
split_feature=1213 475 1365 156 15 375 376 2 1 48 457 15 14 2 12 12 52 159 150 3 151 403 159 1184 33 4 43 0 403 133
split_gain=0.00546517 0.00797433 0.00564859 0.0054555 0.00627271 0.00525927 0.00648856 0.00725774 0.0061392 0.00913832 0.00794937 0.0169334 0.00734235 0.00694858 0.00950326 0.0099135 0.0085337 0.0118871 0.00967187 0.00873629 0.00852259 0.0106452 0.00896866 0.00759587 0.00767933 0.00829959 0.0171178 0.0129673 0.00806121 0.00856245
threshold=-1.0000000180025095e-35 -0.086004999999999984 0.088010000000000019 -1.0000000180025095e-35 -0.47006499999999996 0.087420000000000012 0.048375000000000008 0.093680000000000013 0.14000500000000002 0.12649500000000002 0.092360000000000012 -0.095869999999999983 0.076175000000000007 0.113445 0.11527000000000001 -0.12529499999999996 0.11434500000000002 0.093660000000000007 0.088985000000000009 -0.10217499999999997 -0.19763499999999998 0.092070000000000013 -0.50206999999999991 1.0000000180025095e-35 -0.0066799999999999993 -0.49013999999999996 -0.45785999999999999 -0.019414999999999998 -1.0000000180025095e-35 -0.25159999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -2 -5 6 8 -8 9 10 12 -12 13 16 15 -15 17 18 23 -20 -18 22 -22 24 -6 26 -26 28 -27 -30
right_child=2 -3 -4 4 5 -7 7 -9 -10 -11 11 -13 -14 14 -16 -17 20 -19 19 -21 21 -23 -24 -25 25 27 -28 -29 29 -31
leaf_value=0.002947650366903302 -0.0029464709150189288 -0.0024753403113686647 -0.0024597138482439738 0.0029469724710903134 -0.0021304150613282208 -0.0025121035402236444 -0.00042680142613636874 0.0025688765237095062 0.0015878968932610553 -0.0016583196915290722 -0.0027778811910660365 0.0021621155885551808 -0.0027711022085074714 -0.0020129156870727326 -0.0026311422330329648 0.0019132839679756809 0.0021328834257592611 -0.0023142170979167259 0.0024381491688967452 -0.0025252820644066959 0.0016866069961222721 0.0026061922407054966 -0.0029501234291774291 -0.0029484077442293276 0.0026340932793017836 -0.0019801075325403942 -0.0029535007677511209 0.0026357087360545819 -0.0029472441990525881 0.0006521335719433945
leaf_weight=0.0027832281775772563 0.005227091907471503 0.015206972532496366 0.0079020042195452334 0.0065291441192698576 0.010225971840554848 0.0069032802967967646 0.011412897521495324 0.01821782577576414 0.020192039551375274 0.029504906585771096 0.0073408307180216062 0.033471579482011293 0.0086708364942751359 0.0064479868851776692 0.0057240020565814112 0.041442565466951464 0.0052361299167387179 0.018242944659192517 0.0036768578529517973 0.018853823772815304 0.0041049133741921642 0.0041198515968972052 0.030605038920839434 0.0061211254990212174 0.0068643272679764769 0.011690586284686333 0.015495800969688389 0.025182505122302246 0.0059187136992022707 0.18406222537723238
leaf_count=4 162 487 30 104 21 27 64 69 76 51 13 91 72 7 39 199 4 146 17 97 17 7 256 32 3 345 70 43 90 478
internal_value=0 -0.00163636 1.30429e-05 4.8474e-05 7.71323e-05 4.24157e-05 7.55119e-05 0.00141503 -3.36561e-06 -6.98886e-05 3.34557e-05 0.00127357 -8.91848e-05 -3.16264e-05 0.000955925 0.00138466 -0.000182731 -8.38611e-06 0.000137627 -0.00171528 -0.00139473 -0.00187042 -0.00240177 0.000294831 0.000371351 0.000474005 -0.00123817 0.000642767 0.000393911 0.000539998
internal_weight=0 0.0179902 0.559388 0.551486 0.546259 0.53973 0.532826 0.0296307 0.503196 0.483004 0.453499 0.0408124 0.412686 0.404015 0.0536146 0.0478906 0.350401 0.306335 0.288092 0.0225307 0.0440659 0.0388298 0.03471 0.265561 0.25944 0.249214 0.0223601 0.226854 0.201672 0.189981
internal_count=3121 491 2630 2600 2438 2334 2307 133 2174 2098 2047 104 1943 1871 245 206 1626 1342 1196 114 284 280 273 1082 1050 1029 73 956 913 568
is_linear=0
shrinkage=0.00294557


Tree=684
num_leaves=31
num_cat=0
split_feature=39 42 42 147 123 133 130 1456 1365 4 151 155 13 13 403 1374 0 52 158 3 12 12 15 48 133 16 133 160 151 132
split_gain=0.00509864 0.005957 0.00706393 0.00583353 0.00583647 0.00902592 0.00754232 0.00698654 0.00643874 0.00627624 0.00836935 0.00659816 0.0059418 0.0119695 0.00677903 0.00589359 0.00584403 0.0101599 0.00651989 0.00784837 0.00747754 0.00736243 0.00941657 0.00845519 0.00792401 0.00709699 0.0132674 0.0125676 0.00533866 0.00557083
threshold=0.16946000000000003 -0.11051499999999999 -0.106335 -1.0000000180025095e-35 1.0000000180025095e-35 -1.0000000180025095e-35 1.0000000180025095e-35 0.075120000000000006 0.085235000000000019 0.27287000000000006 -0.24462999999999999 0.088610000000000008 -0.53104499999999988 -0.47860499999999995 -0.092474999999999988 0.093750000000000014 -0.14001499999999997 -0.0064899999999999992 0.085900000000000018 -0.11255999999999998 0.10711000000000002 0.10345000000000001 0.088235000000000022 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.056919999999999991 0.084990000000000024 0.085330000000000003 -0.081779999999999978 0.081465000000000024
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 28 -3 -4 6 -6 7 8 9 11 -11 12 -5 -14 -15 16 17 -16 19 -18 21 22 24 -24 -21 26 -26 -27 -1 -30
right_child=-2 2 3 4 5 -7 -8 -9 -10 10 -12 -13 13 14 15 -17 18 -19 -20 20 -22 -23 23 -25 25 27 -28 -29 29 -31
leaf_value=0.0021526063348705237 0.0036672919348529538 0.0031699032427307829 -0.0036659158910115519 -0.0026534620064588271 -0.0019543265839725055 0.0025186158658791298 -0.0036635268598623843 -0.0036642762034323046 -0.0032898737818051627 -0.0036651374056263955 0.0017973783933979864 -0.0036650723429057942 0.0036686410789559662 -0.0036632354663442891 -8.5020765164636088e-05 -0.0036657410325231106 0.0010607501589189612 0.0022980918202630948 -0.0035404928640950014 -0.0034382655741930141 -0.0033905752651235154 0.0026397060924813454 -0.0036679008833119904 0.001255445976723077 0.0012530892572424578 -0.0023671902223818494 -0.0036661839621689625 0.0021507117045923251 -0.0036357021079701912 0.0023518884511833441
leaf_weight=0.0034815797284863939 0.0049144898215445201 0.0092438057508843485 0.0059492790530839548 0.01129747004051751 0.0079280248091890826 0.025562829084549321 0.0079313963813660848 0.0071127672242425879 0.0078759608090877009 0.0041243454688810735 0.042854074991907964 0.0068308630453373089 0.011828954565316963 0.0069240360674882586 0.065313565746635049 0.0058090102361347809 0.056942611543490784 0.037932851159666825 0.0077813937765540677 0.016197517743592016 0.011188821873730603 0.010712624808718374 0.0051742981631832654 0.048871191634475508 0.039606076235486398 0.046648802576044091 0.009030904359235592 0.010035614031238538 0.015147372143246685 0.0024168530640054078
leaf_count=19 23 10 19 9 26 224 290 224 33 8 207 160 17 247 88 24 84 83 139 230 72 18 9 263 84 255 43 53 144 16
internal_value=0 -7.98391e-05 -3.49258e-06 -6.01809e-05 -1.82438e-05 0.00145977 -0.000121795 -6.20389e-05 -6.6978e-06 5.01202e-05 0.00131781 -9.58005e-05 -3.50443e-05 4.0806e-05 -7.26709e-05 -5.70386e-06 5.24764e-05 0.000790538 -0.000238161 -0.000137155 -0.000482591 -0.000307922 -0.000487781 0.000784086 -0.00105344 -0.000686678 0.00033968 -0.00156732 -0.00199055 -0.0028118
internal_weight=0 0.547755 0.526709 0.517465 0.511516 0.0334909 0.478025 0.470094 0.462981 0.455105 0.0469784 0.408127 0.401296 0.389998 0.378169 0.371245 0.365436 0.103246 0.26219 0.254408 0.197466 0.186277 0.175564 0.0540455 0.121519 0.105321 0.048637 0.0566844 0.0210458 0.0175642
internal_count=3121 3098 2919 2909 2890 250 2640 2350 2126 2093 215 1878 1718 1709 1692 1445 1421 171 1250 1111 1027 955 937 272 665 435 127 308 179 160
is_linear=0
shrinkage=0.00366245


Tree=685
num_leaves=31
num_cat=0
split_feature=1213 475 160 484 1213 150 1425 15 15 457 457 15 133 52 51 160 1 133 403 160 15 48 0 0 42 133 133 159 43 15
split_gain=0.0289264 0.0334378 0.0241631 0.0257491 0.0245692 0.022871 0.0219018 0.0383241 0.0245425 0.0239237 0.0336884 0.0229464 0.0237021 0.0243983 0.0227602 0.0216868 0.0239231 0.0211724 0.0207653 0.0213734 0.0303238 0.0209577 0.0341461 0.0296471 0.0232998 0.026662 0.0252028 0.030379 0.0209195 0.0187494
threshold=-1.0000000180025095e-35 -0.086004999999999984 -0.40698999999999991 -0.0068949999999999992 0.10210000000000001 0.094605000000000009 1.0000000180025095e-35 -0.24436499999999997 -0.18895499999999996 -0.0029299999999999994 -0.22896499999999997 0.24356000000000003 -0.25159999999999993 -0.53299999999999992 0.11144500000000002 -0.090969999999999981 0.10828500000000001 -0.030254999999999994 -0.083259999999999987 0.099315000000000014 -0.074054999999999996 0.092805000000000012 -0.18113999999999997 -0.14116499999999996 0.083995000000000014 0.091410000000000005 0.087170000000000011 0.088450000000000015 -0.089694999999999983 0.024640000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 17 5 6 -4 7 14 -9 10 -10 12 -11 -14 -5 16 -15 -2 -17 21 -21 23 -23 -20 26 -26 27 29 -27 -25
right_child=2 -3 3 4 -6 -7 -8 8 9 11 -12 -13 13 15 -16 18 -18 -19 19 20 -22 22 -24 24 25 28 -28 -29 -30 -31
leaf_value=0.001297153160078626 0.0010082150668958665 -0.001175700463269131 -0.00083241703824564874 0.0011555196599391416 -0.0012797886907114548 0.00066250928102158516 -0.0013075173783794799 -0.0009566334793480809 0.00089390326409726276 -0.00096578154184528075 -0.00082787111651777762 -0.0012634262714527869 -0.0012947965816189637 -0.0012593560315603341 -0.00050374334883992349 -0.00077849984072909484 0.00063667465618141459 -0.0011929999616605634 0.0007548425356584445 0.00037546111270190868 -0.0012456591777693562 -0.00074659924197528575 0.0010594662443641747 -0.00017478790431820287 0.00063057835393762424 -0.0012962795907281806 0.00058805939050443666 0.00076462324200200933 0.00042803406573801696 -0.00092696849018319397
leaf_weight=0.010652175173163414 0.0086683420572626346 0.06496069803165494 0.095854080102981132 0.082950425623948276 0.022370943970145052 0.020853969684139884 0.018628826197072956 0.039580556925101873 0.023851603877119487 0.030723784837845325 0.093861568848296328 0.019390499946894013 0.018330015033824476 0.0331983332907827 0.01660527704461856 0.031954452673289002 0.016759829697548412 0.046772747229169798 0.15949991381466899 0.041862497103011265 0.035847164876940951 0.020522823149804026 0.11972645071364241 0.20112673284166405 0.21275516610330669 0.023852374615671579 0.080132631153901457 0.04490829835549448 0.02325630066661688 0.076579235112149036
leaf_count=4 23 487 465 214 119 19 61 50 25 102 103 13 108 70 10 231 11 192 111 24 47 12 97 135 143 16 56 49 34 90
internal_value=0 -0.00082733 -9.15719e-06 1.98479e-05 6.57339e-05 -0.000565296 8.62677e-05 0.000104208 4.69917e-05 7.73585e-05 -0.000478997 0.000132373 0.000155485 0.000185696 0.000878765 0.000209883 -0.000623281 -0.000848835 0.000248709 0.000280269 -0.000372355 0.000332968 0.000795183 0.000254115 0.000133583 0.000435589 -6.12801e-05 -0.000222567 -0.000445032 -0.000382207
internal_weight=0 0.0756129 1.66042 1.60498 1.48828 0.116708 1.4659 1.44728 1.34772 1.30814 0.117713 1.19043 1.17104 1.14031 0.0995557 1.12198 0.0499582 0.0554411 1.07202 1.04007 0.0777097 0.96236 0.140249 0.822111 0.662611 0.259864 0.402747 0.322614 0.0471087 0.277706
internal_count=3121 491 2630 2415 1931 484 1812 1751 1527 1477 128 1349 1336 1234 224 1126 81 215 1045 814 71 743 109 634 523 193 330 274 50 225
is_linear=0
shrinkage=0.00129368


Tree=686
num_leaves=31
num_cat=0
split_feature=401 1425 1 484 1374 0 1447 52 4 133 157 129 129 0 4 52 52 1 3 15 43 16 1 16 3 151 151 151 15 11
split_gain=0.00501208 0.00477728 0.00566344 0.00878315 0.00843799 0.00808115 0.00716335 0.00740145 0.00669155 0.00686679 0.00664164 0.00580598 0.00764339 0.00773499 0.00923856 0.0125176 0.00821898 0.00713996 0.015406 0.0103448 0.0100008 0.0107428 0.00899483 0.00769734 0.00759934 0.00820034 0.00529195 0.00782381 0.00595963 0.00857443
threshold=0.10076500000000001 1.0000000180025095e-35 0.094385000000000011 -0.0068949999999999992 -0.094929999999999987 -0.23001499999999997 -1.0000000180025095e-35 -0.43320999999999993 0.50500500000000004 -0.25159999999999993 -0.084489999999999996 0.093925000000000008 0.092550000000000007 -0.060129999999999996 -0.49405499999999997 0.10347000000000002 0.11434500000000002 1.0000000180025095e-35 -0.084074999999999997 0.083935000000000023 -0.082389999999999977 -0.50992999999999988 0.092695000000000013 -0.0034149999999999996 0.11296500000000002 -0.46784999999999993 -0.40381499999999992 -0.092724999999999988 -0.074054999999999996 0.090920000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -5 -6 -4 -8 9 -9 -7 12 13 17 15 -15 -16 18 -12 24 -21 -22 23 -19 25 -20 -11 -28 29 -29
right_child=-2 -3 6 4 5 10 7 8 -10 26 11 -13 -14 14 16 -17 -18 22 19 20 21 -23 -24 -25 -26 -27 27 28 -30 -31
leaf_value=-0.0033858823906545623 -0.0030130604450456606 -0.0033930500510056557 -0.002457489269313455 -0.0033893943693536679 0.0019097674794756755 -0.0033862070036744891 -0.0033856128793962915 -0.0033863290688990787 0.0030047227143715611 -0.0023566574739632643 -0.0033855893779487704 -0.0033849711185808913 0.003116397380342242 -0.0027759032958509767 0.0021478172459941185 0.001373107203302457 -0.0012675577447771992 0.0011957350303882497 0.0022471653830230761 0.0032248090676038135 0.0018582287764012338 -0.0033860930050444251 -0.0025769285440348142 -0.0021877806256680732 0.0016938474562857163 -0.0033859788118896974 0.0033870921794792548 0.0015553065446324665 -7.4406759086102371e-05 -0.0021427564422637621
leaf_weight=0.010033327813587789 0.006427477713401685 0.0047291420717669999 0.0093738437495858307 0.0090281335310464783 0.021876294972571486 0.0074156806689416035 0.0052929391839597875 0.005048926333529379 0.013120677507970413 0.0066312386952631633 0.02695339186928436 0.0061611591557095826 0.0083829388977392227 0.017076815627092401 0.043618148083623964 0.016243189346369036 0.0098966797472712642 0.052039300046374137 0.0034518880420364431 0.013591283298580947 0.0094512935393140651 0.0084876501260282566 0.011414958201953596 0.0090336392523795439 0.0059303101152181617 0.0206984571365183 0.011780271733641712 0.073610045950204039 0.088134587265585651 0.0079534743454132695
leaf_count=380 165 78 46 38 28 97 77 24 164 24 374 112 6 32 94 15 20 204 2 15 6 215 46 54 5 258 42 220 266 14
internal_value=0 -7.36174e-06 2.27501e-05 -0.000271677 -0.000167785 -6.80835e-05 0.000436894 0.000565132 0.000666504 0.000507676 -0.000228427 -0.000139195 -6.11612e-05 -0.000168619 0.000645354 -0.0007533 0.0015162 -0.00060749 -0.00125201 -0.000318621 0.00103558 -0.000623075 0.000179976 0.00069526 -0.00173808 -0.00258082 0.000612193 0.000720675 0.000535575 0.0011947
internal_weight=0 0.53646 0.531731 0.310785 0.300751 0.291723 0.220946 0.211572 0.206279 0.193159 0.269847 0.262431 0.25627 0.247887 0.0868348 0.03332 0.0535148 0.161052 0.0885643 0.0616109 0.0315302 0.0179389 0.0724879 0.0610729 0.0300807 0.0241503 0.18811 0.181478 0.169698 0.0815635
internal_count=3121 2956 2878 2001 1621 1583 877 831 754 590 1555 1458 1346 1340 161 47 114 1179 875 501 236 221 304 258 265 260 566 542 500 234
is_linear=0
shrinkage=0.00338353


Tree=687
num_leaves=31
num_cat=0
split_feature=1 47 48 51 2 16 128 2 1 51 3 52 16 0 4 12 1186 12 4 13 159 133 1212 51 51 3 402 0 0 4
split_gain=0.0329074 0.0336112 0.031113 0.0356168 0.0346257 0.0279744 0.030987 0.0276107 0.0153749 0.014745 0.0191961 0.0208725 0.0210189 0.0180772 0.0252449 0.0172022 0.017761 0.0166718 0.0397845 0.0235358 0.0235178 0.0159404 0.0194251 0.0169631 0.0206476 0.0160717 0.0153698 0.013997 0.0174193 0.0170631
threshold=0.10060500000000001 0.087885000000000019 0.12879500000000002 0.13705500000000001 0.11510000000000002 0.033715000000000009 0.086435000000000012 0.11389000000000002 0.14000500000000002 -0.10748999999999999 0.092670000000000016 0.10160000000000001 -0.08595499999999999 -0.060129999999999996 0.40124500000000002 0.091840000000000019 0.085175000000000015 0.09334000000000002 -0.49013999999999996 0.11596500000000001 0.089755000000000015 -0.0061299999999999992 -0.47386499999999993 0.088210000000000011 0.045645000000000005 0.013900000000000001 -0.50169499999999989 -0.062294999999999996 -0.053834999999999994 0.24564500000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=9 2 3 4 5 6 7 -2 27 -1 13 12 -12 14 15 16 21 18 -15 -19 -20 22 -11 24 -23 -24 -17 29 -29 -3
right_child=1 8 -4 -5 -6 -7 -8 -9 -10 10 11 -13 -14 17 -16 26 -18 19 20 -21 -22 23 25 -25 -26 -27 -28 28 -30 -31
leaf_value=-0.0013745966360742714 0.0009273162236294578 -0.001276726641865029 -0.00070448396839851762 -0.001088701819021029 0.0012708658460209655 -0.00063086249747221527 -0.0013795900176850366 -0.00076011431546471034 0.00032511680971060393 0.00053523872925933754 -0.00027793496459776882 -0.00073244141951891366 0.00098844858525255915 -0.00068573108990383023 0.0013750357198817041 0.00065749592763154657 0.00048174574561601061 -0.0013796194100172971 0.0011564257002699677 0.00071866920073593787 -0.00032543572782450938 -0.00054680414769228767 -0.0013744274921991383 -0.0012575892215414383 0.00028800427895676412 0.00083542150700429232 -0.00137488568247504 0.001165318656556325 -0.00073508210387415425 -0.00041926791747399264
leaf_weight=0.032484349631204057 0.1278444898982799 0.071353001272655092 0.062801284606393892 0.029509814266930334 0.079142132452034275 0.055497135752830218 0.015069672648678534 0.021324271918274462 0.04024981961629237 0.012940422537212726 0.047276579482058878 0.046360698477656115 0.051732130275922827 0.076004387465218315 0.011774782440625131 0.0076511045463121255 0.028972106793844432 0.039110394365252432 0.060362858752341708 0.013571234161645407 0.030326500011142343 0.32076408752777752 0.10392838787583947 0.049140238494146615 0.067610376579978038 0.0065965407993644467 0.084106092086130957 0.01753968202683609 0.018871570460760267 0.11302918460569344
leaf_count=200 209 80 24 16 210 107 7 13 26 18 22 23 32 41 13 10 32 64 44 12 18 692 469 90 35 3 517 13 33 48
internal_value=0 -7.3721e-05 0.000180863 0.000350178 0.000492246 0.000211811 0.000496555 0.000686091 -0.00045523 -0.000463537 -0.00043557 2.77792e-05 0.000383751 -0.000509357 -0.000618016 -0.00065244 -0.000566434 -0.000165866 4.6896e-05 -0.000839082 0.000660892 -0.000620568 -0.00105621 -0.000497632 -0.000401476 -0.00124254 -0.00120542 -0.000597484 0.000180361 -0.000751091
internal_weight=0 0.652232 0.391189 0.328388 0.298878 0.219736 0.164238 0.149169 0.261043 1.09071 1.05823 0.145369 0.0990087 0.91286 0.693484 0.681709 0.589952 0.219375 0.166694 0.0526816 0.0906894 0.56098 0.123465 0.437515 0.388374 0.110525 0.0917572 0.220793 0.0364113 0.184382
internal_count=3121 786 586 562 546 336 229 222 200 2335 2135 77 54 2058 1879 1866 1339 179 103 76 62 1307 490 817 727 472 527 174 46 128
is_linear=0
shrinkage=0.00137286


Tree=688
num_leaves=31
num_cat=0
split_feature=1213 475 1366 1456 452 146 147 14 11 1 455 124 124 3 402 1456 52 52 0 131 51 48 48 160 150 0 52 43 43 130
split_gain=0.00516284 0.00701395 0.00523479 0.00505801 0.00536805 0.00479379 0.00822446 0.00891591 0.00531124 0.00697397 0.00499984 0.00500558 0.00945903 0.00740865 0.00585247 0.00563337 0.00567387 0.00754966 0.00700876 0.00725772 0.00597238 0.0114368 0.00931143 0.0080118 0.00686545 0.00839712 0.00590537 0.0084931 0.00569082 0.00931865
threshold=-1.0000000180025095e-35 -0.086004999999999984 -1.0000000180025095e-35 -1.0000000180025095e-35 0.085195000000000007 0.10064500000000003 0.088610000000000008 0.076175000000000007 0.088215000000000002 0.11955000000000002 0.10340500000000001 -0.51664499999999991 -0.043384999999999993 0.30112000000000005 0.084450000000000011 0.075120000000000006 -0.10925999999999998 -0.081429999999999989 -0.019414999999999998 0.10340500000000001 0.12547500000000003 0.12649500000000002 0.10096000000000001 0.099315000000000014 0.116995 -0.23091999999999999 -0.088204999999999992 -0.08756499999999999 0.016310000000000002 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -2 4 -4 6 7 8 10 -10 11 -5 14 15 -13 16 18 26 19 -14 21 22 23 24 25 -19 27 -18 29 -27
right_child=2 -3 3 5 -6 -7 -8 -9 9 -11 -12 12 13 -15 -16 -17 17 20 -20 -21 -22 -23 -24 -25 -26 28 -28 -29 -30 -31
leaf_value=0.0038890342636335694 -0.0023867892112989699 -0.00324352637197289 -0.0032317780057621592 -0.0038130514878306231 0.0038938248088973395 -0.0035666859108593797 0.0026686836775591471 -0.0035636232261292895 -0.0031121491451286984 0.0026701762468020647 -0.0038899948478110561 0.0031572442171198937 -0.0028433946649643544 0.0038878531604524353 -0.0028249063500185457 -0.0038884131832423391 0.0034189371580107164 0.0037064126366511455 0.001363164880465003 0.0018765167188744488 0.0022596022890108334 -0.0038691651353873003 0.0027305979614046256 -0.0031438051286924746 -0.0033039514120470279 -0.0026603510856040859 0.0035186943427791013 -0.0021685523084296766 0.0012397496584293315 7.8425681324999398e-05
leaf_weight=0.0024412136990576974 0.01346171809086627 0.014179085717643147 0.011783165567749165 0.004465167218768328 0.0018474410753697166 0.005229732250882079 0.019177572759531358 0.0099739219619436881 0.014726066239177271 0.004008427016742643 0.0043862944639840853 0.024279946332228519 0.028374624276636951 0.0079471479850781179 0.0027502344438516948 0.005284399361542568 0.0074522148488540543 0.010031735968368594 0.012612838811605798 0.0059538947330111105 0.018654529861834135 0.011148405103369896 0.019562448254418996 0.012060789889233092 0.0086216545703337033 0.021395446706833354 0.018786235135848983 0.0091610933811807627 0.049126520148320196 0.15272972377420047
leaf_count=4 62 487 255 8 1 10 107 64 76 20 13 190 205 94 24 206 19 11 55 15 63 14 50 41 41 148 36 27 215 560
internal_value=0 -0.00219589 4.98266e-06 6.91807e-05 -0.002266 0.000134419 0.000174521 7.13218e-05 0.000151262 -0.00187496 0.000238571 0.000280646 0.000323561 0.000172791 0.00254858 9.72734e-05 0.000151884 0.000327375 -0.00111446 -0.00202478 0.000129154 -1.04514e-05 0.000146821 -5.22016e-05 0.000101938 0.000227812 0.00202588 0.000337822 7.15028e-05 -0.000258099
internal_weight=0 0.0166203 0.514993 0.501532 0.0136306 0.487901 0.482671 0.463494 0.45352 0.0187345 0.434785 0.430399 0.425934 0.398904 0.0270302 0.390957 0.385672 0.338731 0.0469414 0.0343285 0.303331 0.284677 0.273528 0.253966 0.241905 0.233283 0.0353995 0.0166133 0.223252 0.174125
internal_count=3121 491 2630 2568 256 2312 2302 2195 2131 96 2035 2022 2014 1800 214 1706 1500 1225 275 220 1143 1080 1066 1016 975 934 82 46 923 708
is_linear=0
shrinkage=0.00388662


Tree=689
num_leaves=31
num_cat=0
split_feature=1 47 48 51 15 14 4 50 14 51 51 43 4 131 3 12 160 0 15 48 15 52 160 12 33 8 43 457 1374 133
split_gain=0.00477188 0.00646732 0.00913729 0.00898306 0.00848487 0.00683052 0.00854829 0.00608983 0.00603974 0.00604435 0.0069769 0.0057922 0.00934746 0.00862493 0.00721754 0.00825194 0.00699311 0.00780805 0.00696418 0.00695641 0.00683514 0.00864683 0.007065 0.00740969 0.00731297 0.00776546 0.00848395 0.00814872 0.0081807 0.00746116
threshold=0.10060500000000001 0.087885000000000019 0.12879500000000002 0.13705500000000001 0.24356000000000003 -0.46885499999999997 -0.04890499999999999 0.10124500000000002 0.062655000000000016 -0.10748999999999999 -0.090529999999999985 -0.15582499999999996 -0.51843499999999987 0.087580000000000005 0.10299500000000002 0.092355000000000007 0.099315000000000014 -0.019414999999999998 0.41531000000000007 0.10271500000000001 0.14654000000000003 -0.087284999999999988 -0.079874999999999988 0.090020000000000017 -0.0066799999999999993 -0.057044999999999992 -0.085474999999999982 -0.0029299999999999994 -0.094929999999999987 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 2 3 4 5 -2 -7 8 9 -1 -11 -12 -13 14 15 16 17 20 -17 -18 21 -14 -23 24 -24 -26 -27 -28 -29 -30
right_child=1 -3 -4 -5 -6 6 -8 -9 -10 10 11 12 13 -15 -16 18 19 -19 -20 -21 -22 22 23 -25 25 26 27 28 29 -31
leaf_value=-0.0036636229107639552 -0.00097142276922572793 -0.00044562473358716604 -0.0014021633676326759 -0.002467311886810679 -0.0035981833930185257 -0.00029948397412629549 0.0028752288854367774 -0.003663917927282621 -0.0036643049742554794 0.0024961358983621022 0.0011133649572521776 -0.0036449842088141253 -0.003077966030292794 -0.0032943341189330608 0.0019467512274479373 -0.0031384449535789612 -0.003627130582362189 0.0022930875801120613 0.0036707057157527117 0.0020638845711512918 0.0034204507242466156 -0.002543536072736496 -0.003665912523457689 -0.0036659399693591121 -0.0036729919571591766 -0.0028362726186845094 -0.0036664863393398423 -0.0036701107787162693 6.8796554515020283e-05 0.0025001056257913869
leaf_weight=0.0065297453391792706 0.0096012735474459987 0.073996641384383111 0.018783399314088456 0.0074948238179786122 0.0038740380141462074 0.013871080947126302 0.063262444384548644 0.007182868466202307 0.0068117371456537503 0.013253832030329704 0.03784657956157389 0.011528731456337482 0.013641915336791044 0.011996504406511121 0.0208263905824424 0.0196596240467386 0.012735062126324692 0.02027126471966767 0.0022448319941759101 0.0037233671355352263 0.0069211757363518691 0.013197806004029644 0.005339401859600911 0.0060160921495366884 0.0050986368441954246 0.0072796686534388746 0.0042600564859185388 0.0038800637144049679 0.024139516597273314 0.056691497941486091
leaf_count=169 41 200 24 16 9 105 391 280 81 65 125 17 93 249 24 321 88 37 1 5 6 190 16 86 2 29 12 7 302 130
internal_value=0 0.000401654 0.000938034 0.0013861 0.00170484 0.0019417 0.00230431 -0.000329561 -0.000253261 -0.000177597 -0.00010186 -0.000221712 -0.000424269 -0.000268207 -0.000107522 -0.000316118 -6.20938e-05 0.000162722 -0.00244062 -0.00233966 -0.000132126 -0.000308328 -8.22968e-06 0.000288656 0.000511652 0.000731739 0.000965069 0.0012761 0.00152466 0.00177402
internal_weight=0 0.190884 0.116887 0.0981037 0.0906088 0.0867348 0.0771335 0.321076 0.313894 0.307082 0.300552 0.287298 0.249452 0.237923 0.225926 0.2051 0.183196 0.166737 0.0219045 0.0164584 0.146466 0.139545 0.125903 0.112705 0.106689 0.101349 0.0962508 0.0889711 0.0847111 0.080831
internal_count=3121 786 586 562 546 537 496 2335 2055 1974 1805 1740 1615 1598 1349 1325 1003 910 322 93 873 867 774 584 498 482 480 451 439 432
is_linear=0
shrinkage=0.00366245


Tree=690
num_leaves=31
num_cat=0
split_feature=39 42 42 10 1456 33 9 452 2 160 0 4 42 9 160 3 3 49 457 52 52 403 52 47 15 133 42 48 46 457
split_gain=0.00477352 0.00542364 0.00601117 0.00529105 0.00552357 0.00550822 0.00664422 0.00539356 0.00526313 0.00802945 0.00860273 0.00863543 0.00939152 0.00973522 0.00815589 0.00765903 0.00731076 0.0087052 0.00609185 0.00615612 0.00729756 0.00688995 0.00661977 0.00807238 0.00701669 0.00707887 0.00880988 0.00651052 0.00647562 0.00690638
threshold=0.16946000000000003 -0.11051499999999999 -0.106335 0.058500000000000003 -1.0000000180025095e-35 -0.0066799999999999993 0.089995000000000006 0.085195000000000007 0.088475000000000012 0.083670000000000008 -0.13455999999999999 -0.083854999999999985 0.08623500000000002 -0.036024999999999995 -1.0000000180025095e-35 -0.074084999999999998 -0.078934999999999991 -0.048674999999999989 -0.14941999999999997 0.19022000000000003 0.13389000000000004 0.10323500000000001 0.11434500000000002 0.12033500000000001 0.10017500000000001 0.091410000000000005 0.086555000000000007 0.093675000000000022 0.081930000000000017 -0.072694999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 7 -6 8 -4 9 10 -7 -12 13 -13 -14 16 17 -16 -10 20 21 22 23 24 25 28 -27 -26 29 -20
right_child=-2 2 3 -5 5 6 -8 -9 18 -11 11 12 14 -15 15 -17 -18 -19 19 -21 -22 -23 -24 -25 27 26 -28 -29 -30 -31
leaf_value=-0.0022162628773516272 0.0039691519138565076 0.0033701124255512468 -0.0039662393290030677 0.003317381421796081 -0.0033105776060930424 0.0017924603482810237 0.0033339931634799682 0.0039705615620445264 0.0035390392014350682 -0.0035760500280284293 0.0011130600326080123 0.0039706174427010391 -0.0039520025585851023 -0.0038544114232280892 0.002576597475783828 -0.0037007527270217044 0.0028757208469150876 -0.0039696509252104212 -0.0014623123598341665 -0.002247741455193296 0.0025110968224242728 -0.0038561965285687726 -0.0026950739958217047 -0.0035962712954313797 -0.0037438030539257319 0.0011463333137295862 -0.0031409406109277416 0.00099713809636982429 -0.0034211612617431903 0.0014477474951780731
leaf_weight=0.018273416377383001 0.0045791733701889816 0.0081029030770878308 0.0097172061791468423 0.0071164437676429762 0.0080323498582401953 0.02321952501006308 0.0092088971505290829 0.0015619370387867102 0.0085287369502111687 0.013759922397895252 0.025609560739752624 0.0027320909827892583 0.0081790266585812788 0.029252884248265332 0.0057710400938049133 0.0059212098516923098 0.017744355957916014 0.0071453947985560262 0.014062816284251767 0.016022456168514054 0.021237748852399818 0.0067695231309983219 0.011774438106726848 0.0078341888328168352 0.011149791669481601 0.014773780759753663 0.015368839266358236 0.0076934047574468414 0.004935202837259566 0.14469434812747295
leaf_count=179 23 10 267 68 21 49 21 1 24 106 248 20 126 376 16 35 58 154 41 146 42 81 58 40 70 75 129 10 11 616
internal_value=0 -9.74687e-05 -1.47246e-05 -7.43722e-05 -0.000127691 -5.76922e-05 2.59611e-06 -0.00286715 -6.97281e-05 -0.000701112 -0.00038609 -0.000880297 -0.00154547 -0.00318601 -0.000373176 0.000426981 0.00122413 -0.0010448 0.00023912 0.000137265 0.000284075 8.62261e-05 0.00020112 0.000355765 0.000501341 0.000725852 -0.00103962 -0.00180815 0.00105095 0.00118997
internal_weight=0 0.486193 0.46792 0.459817 0.452701 0.441422 0.433389 0.0112791 0.42418 0.139335 0.125575 0.102356 0.076746 0.031985 0.044761 0.036582 0.0306608 0.0129164 0.284845 0.276317 0.260294 0.239056 0.232287 0.220512 0.212678 0.193835 0.0301426 0.0188432 0.163692 0.158757
internal_count=3121 3098 2919 2909 2841 2573 2552 268 2531 1188 1082 1033 785 396 389 263 228 170 1343 1319 1173 1131 1050 992 952 872 204 80 668 657
is_linear=0
shrinkage=0.00396435


Tree=691
num_leaves=31
num_cat=0
split_feature=1213 475 1425 1 51 50 50 50 159 16 14 51 401 123 454 0 1186 43 43 131 12 4 3 52 484 12 1374 1 160 157
split_gain=0.0045429 0.00569245 0.00448806 0.00504325 0.00697962 0.00596922 0.00596702 0.00588198 0.00582275 0.0059966 0.00560657 0.00685792 0.00535385 0.00533328 0.00552517 0.0050324 0.00493432 0.00655155 0.00888515 0.00780736 0.00562745 0.00591987 0.00480809 0.00601174 0.00618215 0.00615768 0.00538634 0.00680717 0.00568463 0.0060893
threshold=-1.0000000180025095e-35 -0.086004999999999984 1.0000000180025095e-35 0.10439500000000002 -0.097539999999999974 0.10156500000000002 0.10030500000000002 0.088425000000000017 0.085545000000000024 0.10246000000000001 0.062655000000000016 -0.090529999999999985 0.083100000000000021 1.0000000180025095e-35 -1.0000000180025095e-35 1.0000000180025095e-35 0.091245000000000007 -0.15582499999999996 -0.096754999999999994 0.023795 -1.0000000180025095e-35 -0.51843499999999987 0.10299500000000002 0.15915500000000002 -0.0068949999999999992 0.092355000000000007 -0.094929999999999987 0.092695000000000013 0.099315000000000014 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -2 6 7 10 15 -10 11 -6 13 14 -13 -5 17 -16 -19 20 -20 -22 23 24 -23 26 -26 28 29 -28
right_child=2 -3 -4 8 5 -7 -8 -9 9 -11 -12 12 -14 -15 16 -17 -18 18 19 -21 21 22 -24 -25 25 -27 27 -29 -30 -31
leaf_value=0.0038123451728275704 -0.0034071522675628739 -0.0031176668452141338 -0.0038205620705891266 0.00016680569321099112 0.0034411040425260842 -0.0038115750392875261 0.0036462073999580557 -0.0033687775161391955 0.0036125682863103665 -0.0021220961703255774 -0.0038123738356106696 -0.0038143514072386708 -0.0038122200142852595 0.0022090302280285885 0.0017547540722430142 0.0035350133136917679 -0.0038126754851648269 -0.0035344453697399932 -0.0033059264032835978 -0.0037113890276080736 -0.0038183258150920564 -0.0038135869996872998 0.0022583475811976546 -0.0038140856012687267 -0.0019039002636381188 -0.0018759059870975617 -0.001949544973221111 -0.0016330004847767046 -0.002240079059743872 0.0018696297381746248
leaf_weight=0.0019970234716311106 0.0097916172821186365 0.012450081232145749 0.0043969319612813243 0.1303007799937177 0.0083350744704944191 0.0062735440550909507 0.0061901137487438964 0.007939563963020646 0.015217783330882639 0.0032050730296759858 0.0056015166002225661 0.0057692593092610869 0.0054364540164328892 0.015044780134758184 0.028390026925990242 0.0067754116010405587 0.0049192271071660789 0.010980404869258109 0.0065337463227024264 0.007892975131824187 0.0049219128363802147 0.005013632467338879 0.018387017126769933 0.0052478942099583028 0.0099695448950569698 0.014203808809043039 0.0065282544879323714 0.012437026408406382 0.005974326060254497 0.084756235634301902
leaf_count=4 216 487 78 391 30 235 5 127 156 16 55 46 72 73 66 82 22 68 36 133 6 115 20 70 37 138 53 20 26 238
internal_value=0 -0.00215973 1.05426e-05 4.78074e-05 -0.000243642 -0.000135617 -5.33939e-05 -0.000136888 0.000603604 0.00261489 -4.05468e-05 4.04835e-05 -7.18133e-05 1.05228e-05 -0.000132092 0.00033329 -3.81576e-05 4.57693e-05 -0.00020582 -4.84987e-06 0.000163312 0.000298686 0.000423372 0.000189281 0.000340554 0.000496133 0.000777685 0.0010214 0.00136083 0.0015965
internal_weight=0 0.0144471 0.456434 0.452037 0.296538 0.286746 0.280473 0.274283 0.155499 0.0184229 0.266343 0.260742 0.252407 0.24697 0.231925 0.137076 0.226156 0.221237 0.192847 0.181866 0.173973 0.16744 0.162518 0.144131 0.138883 0.133869 0.119665 0.109696 0.0972588 0.0912845
internal_count=3121 491 2630 2552 1907 1691 1456 1451 645 172 1324 1269 1239 1167 1094 473 1048 1026 960 892 759 723 717 697 627 512 374 337 317 291
is_linear=0
shrinkage=0.00381041


Tree=692
num_leaves=31
num_cat=0
split_feature=39 147 42 123 133 1456 457 457 160 1213 15 475 1 160 403 12 4 0 0 15 16 43 42 0 38 33 484 52 16 3
split_gain=0.00428713 0.00495427 0.00495823 0.00557721 0.00826054 0.00530458 0.00560337 0.00642546 0.0076115 0.00613874 0.00616351 0.00615511 0.0054982 0.00670705 0.00926179 0.00657782 0.00755485 0.0072862 0.00718938 0.00549096 0.00868922 0.00962225 0.00892821 0.00588532 0.00528786 0.00524001 0.00525147 0.00520367 0.00509393 0.00494843
threshold=0.16946000000000003 -1.0000000180025095e-35 -0.26584999999999998 1.0000000180025095e-35 -0.089569999999999983 0.075120000000000006 -0.15747999999999998 -0.0029299999999999994 -0.086154999999999995 -1.0000000180025095e-35 0.24356000000000003 -0.086004999999999984 0.10752500000000002 -0.090969999999999981 0.092070000000000013 0.092355000000000007 -0.49013999999999996 0.18019500000000002 0.034820000000000011 -0.0088349999999999974 -0.071854999999999988 -0.074359999999999996 0.090835000000000013 -0.20211999999999997 1.0000000180025095e-35 -0.0066799999999999993 -0.0068949999999999992 0.095415000000000014 -0.5335399999999999 0.10732000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 5 -5 6 -4 8 -8 11 12 -9 13 14 -11 16 27 28 24 20 22 -22 23 -14 25 -18 -27 -15 -17 -30
right_child=-2 2 3 4 -6 -7 7 9 -10 10 -12 -13 19 15 -16 17 18 -19 -20 -21 21 -23 -24 -25 -26 26 -28 -29 29 -31
leaf_value=-0.0038135481880747363 0.0038145717732662623 -0.0038131835948008973 0.0030311959731201287 -0.0027105010703508963 0.0024391655861677785 -0.0038119347272095126 0.0020633516076510204 0.0038121606697061558 -0.0030285640577733313 -0.0038126289658456389 -0.0037583943613045804 -0.0038115736665266463 -0.00010248694092290111 -0.0038177103416209743 0.0034583385079331097 0.0038123048118046134 -0.0036151574496440585 0.0033512840172349409 0.0030085238075508386 0.0025423058320069368 0.0022045323777182065 -0.0023393922083508934 -0.0016722504967365682 0.0036072938832848568 -0.0037551129392469308 -0.002878417500631102 0.00072579202178245795 0.001081269971241256 -0.0027331869734512574 5.1698735218555902e-05
leaf_weight=0.0051274966514256439 0.0041213848312509063 0.005016881463916433 0.008277323933725711 0.0054760976267971264 0.02597587577588456 0.0055812642153654215 0.0053796313441125667 0.0018070645164698371 0.020523369779880341 0.013748129347078475 0.0059632269922076367 0.0103114231135919 0.0085824715415583341 0.010004225694160596 0.0031210784904942548 0.002370710084505844 0.0044676581505882487 0.0046853440690028938 0.016034866870313635 0.023108928754936642 0.0094895762661053595 0.023579182498338014 0.0093153689402925011 0.02245082174326285 0.0044717650879420026 0.0061271329500982566 0.13961324922459539 0.0045934960362501451 0.031690629569197881 0.013090665326672024
leaf_count=20 23 18 24 18 243 236 46 4 98 248 14 471 22 62 7 7 17 5 33 55 52 65 28 112 23 109 591 3 452 15
internal_value=0 -8.94565e-05 -4.6532e-05 -3.56906e-06 0.00154256 -0.000122644 -7.15253e-05 -0.000136621 -0.00197106 -7.71734e-06 8.29408e-05 -0.00267475 0.000148287 -0.000145884 -0.00246738 1.92514e-05 0.000354889 -0.00118061 0.000579867 0.000922428 0.000412553 -0.00103544 0.0015993 0.00258133 0.0003281 0.000449659 0.000574266 -0.00227614 -0.00163093 -0.0019191
internal_weight=0 0.449985 0.444857 0.439841 0.031452 0.408389 0.402807 0.39453 0.025903 0.368627 0.356509 0.0121185 0.350545 0.254019 0.0168692 0.23715 0.185312 0.0518373 0.170715 0.0965263 0.0734174 0.0330688 0.0403487 0.0310333 0.15468 0.150208 0.14574 0.0145977 0.047152 0.0447813
internal_count=3121 3098 3078 3060 261 2799 2563 2539 144 2395 1920 475 1906 1572 255 1317 838 479 773 334 279 117 162 134 740 717 700 65 474 467
is_linear=0
shrinkage=0.00381041


Tree=693
num_leaves=31
num_cat=0
split_feature=3 4 3 156 41 11 150 160 133 1213 483 42 42 42 475 1213 1373 453 124 42 124 15 160 151 133 2 52 4 1 0
split_gain=0.0207096 0.0161839 0.0230628 0.0176966 0.0178235 0.0172474 0.0156385 0.0164348 0.0283787 0.0155205 0.0157139 0.0163878 0.0226125 0.0163752 0.015585 0.017009 0.0160147 0.0161881 0.0167825 0.0141092 0.0134047 0.0133114 0.0167542 0.013225 0.0249561 0.0222632 0.0198112 0.0239737 0.0222627 0.0220981
threshold=0.31299000000000005 0.27834500000000006 0.11296500000000002 0.10499000000000001 0.078475000000000017 0.087830000000000005 -0.22665999999999997 -0.098904999999999979 -0.030254999999999994 0.10210000000000001 -0.06916499999999999 -0.0060199999999999993 -0.084624999999999992 -0.11466499999999999 -0.084444999999999978 -1.0000000180025095e-35 0.099250000000000019 1.0000000180025095e-35 -0.027784999999999997 -0.106335 -0.083289999999999989 0.088345000000000021 -0.073679999999999982 0.056735000000000001 0.091410000000000005 0.10672500000000001 -0.089199999999999988 -0.0016099999999999997 0.095285000000000022 -0.055064999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 5 4 6 -3 -1 8 -8 10 -9 12 13 -12 -13 -16 17 18 -17 -15 -2 22 -21 24 26 -26 29 -28 -29 -20
right_child=20 2 -4 -5 -6 -7 7 9 -10 -11 11 14 -14 19 15 16 -18 -19 23 21 -22 -23 -24 -25 25 -27 27 28 -30 -31
leaf_value=0.00084494567124134207 -0.00080006435734160093 0.0011113998594615556 -0.00035715007447222828 -0.0012459840283142085 -0.0010229453248754845 2.1962826595558789e-05 0.00073591785894287429 -0.0010028742168457908 -0.00114386259164232 -0.0012443514138085702 -0.00078179983421793194 -0.00080400647640648112 -0.0011125873048821355 0.0010819294569295915 -0.0012440846865036926 0.0012443350087518743 -0.0010869998074805219 -0.0010123849007913155 -0.0009822757096495491 0.00072158565685743906 0.0012446220833380003 0.00088660127026741998 -0.00086967450205121806 -0.00023761039875923697 -0.00088014924283799168 0.00048588330626868646 0.00075297466589122205 -0.00024325025938742815 0.00066182964528963375 0.00046156544361079067
leaf_weight=0.027669044764479067 0.005981143200187943 0.056753303404320721 0.051210346644438687 0.021450690406140782 0.031761250870203983 0.037192932908510556 0.016339396714329268 0.025417778495465781 0.051732015100128037 0.016806036863954432 0.03678470966929126 0.030319872669223757 0.045256702589539954 0.02149515912606148 0.014128574548862516 0.022753530161025326 0.016214932725233666 0.017627302167056769 0.033512034626483 0.014486442911561426 0.028963881498384692 0.016550826734601287 0.03482152990807208 0.10856912087911041 0.052150884518368912 0.02854264350298763 0.20434416765783625 0.1032612017768364 0.070851664062502095 0.032077757882688629
leaf_count=15 3 188 49 131 103 38 35 171 312 130 111 124 303 13 211 90 18 40 94 24 117 34 146 53 152 41 211 69 37 58
internal_value=0 -7.5974e-05 0.000314162 -0.000127695 -0.000105349 0.000680096 -7.7372e-05 -0.000102538 -0.000692653 -6.00741e-05 -3.86538e-05 -1.15353e-05 -0.000360165 -8.58575e-05 6.88841e-05 0.000106476 0.000134134 0.000163525 0.00019512 0.000207203 0.000894656 -7.82918e-05 -0.00040217 0.000157424 0.000239157 -0.000396961 0.000354754 0.000464093 0.000125053 -0.000276142
internal_weight=0 1.24008 0.145157 1.09493 1.07347 0.0939462 1.04171 1.01404 0.0680714 0.945973 0.929167 0.903749 0.169395 0.124139 0.734354 0.704034 0.689905 0.67369 0.656063 0.087354 0.034945 0.0658588 0.049308 0.633309 0.52474 0.0806935 0.444047 0.378457 0.174113 0.0655898
internal_count=3121 3001 275 2726 2595 226 2492 2477 347 2130 2000 1829 631 328 1198 1074 863 845 805 217 120 204 170 715 662 193 469 317 106 152
is_linear=0
shrinkage=0.00124344


Tree=694
num_leaves=31
num_cat=0
split_feature=1 0 3 15 43 13 394 16 4 2 1 160 132 151 13 15 11 13 12 51 4 51 1212 49 1348 52 15 156 47 51
split_gain=0.00421701 0.00738967 0.00936836 0.0091655 0.00767805 0.00931985 0.00764521 0.00656827 0.00589538 0.00565106 0.00553364 0.0068299 0.00549009 0.00538941 0.00486885 0.00893657 0.00710083 0.0069448 0.00673357 0.00529729 0.00545094 0.00532884 0.00601454 0.00775668 0.00496293 0.00480547 0.00440399 0.00583573 0.00525332 0.0060046
threshold=0.077565000000000009 -0.059114999999999994 -0.084074999999999997 -1.0000000180025095e-35 -0.082389999999999977 -0.014169999999999999 -0.43358499999999994 -0.51370499999999997 -0.49405499999999997 0.14753000000000002 0.07863500000000001 -0.26568499999999995 0.079970000000000013 -0.50641499999999995 -0.083364999999999981 0.035560000000000008 0.076920000000000002 -0.063184999999999977 0.13043000000000002 0.045645000000000005 0.24564500000000003 -0.08824499999999999 -0.47386499999999993 -0.026779999999999995 0.087500000000000008 0.11434500000000002 -0.095869999999999983 0.088855000000000003 0.096300000000000011 0.087505000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 6 13 -5 7 -1 -6 -3 10 -2 -12 14 -4 16 17 19 -16 24 20 21 -13 -23 -24 -17 -10 28 -28 29 -19
right_child=9 8 3 4 5 -7 -8 -9 25 -11 11 12 -14 -15 15 18 -18 26 -20 -21 -22 22 23 -25 -26 -27 27 -29 -30 -31
leaf_value=0.0024578987016765997 0.0038704682352900359 -0.0011019044645540919 0.0026580694932287494 0.0033039502606641326 0.0012867255309903047 0.0026423016714961808 -0.0040454186502797574 -0.0040465145054222182 0.0021045186644824986 0.0031722660936317339 -0.0035735928143117153 0.0040419386619063458 0.0022588283349108803 -0.0034072664630899036 -0.0032361888631173351 -0.0039255274641967954 -0.0022253831315513532 0.00084814521654143292 0.0036296362887357817 0.0038632127682082496 0.002765557974912394 0.0034078401259462245 0.0030252129522862284 -0.0039063056929203544 0.0031264457880457635 -0.0014223354591556868 0.0011781940407105602 -0.0025335982333531781 -0.0023222328732666756 -0.0026816531236397378
leaf_weight=0.0033526070500329288 0.0062932582575285769 0.024916181428579876 0.0027564359770622096 0.012547182753849029 0.0055941402933967757 0.0097057852703699155 0.024967903232763433 0.011616610367525482 0.031911959860963179 0.010291236443492835 0.0083139291903648882 0.0036914143709054761 0.018733446920322194 0.018287794914854771 0.010118238169695815 0.019937146157303687 0.0094013971396407214 0.040351555792000227 0.0025239754904760039 0.012677513813741825 0.014584862349551031 0.0036364644947752814 0.0033876647680699526 0.011956793630247377 0.001777238998329266 0.0078759465283155805 0.076740337099806766 0.0076128991519226466 0.019334590052267231 0.0097923329951186133
leaf_count=4 18 35 2 22 7 54 648 263 113 113 95 14 108 460 140 227 29 112 5 57 78 6 16 82 8 28 221 89 48 19
internal_value=0 -0.000598934 -0.00135607 -0.000457665 0.000691578 -0.000526184 -0.00327555 -0.00231301 0.000440495 0.000229274 0.000121439 3.55103e-05 0.000148205 -0.00261281 -1.15339e-05 -0.000329983 0.000998447 8.82811e-06 -0.00262172 0.00160541 0.000837147 -0.000403378 -0.0012679 -0.002376 -0.00334835 0.00140638 0.000222268 0.000843204 -0.000531605 0.00015883
internal_weight=0 0.153533 0.0888285 0.0605079 0.0394637 0.0269165 0.0283205 0.0172108 0.0647041 0.291156 0.280865 0.274572 0.266258 0.0210442 0.247524 0.188188 0.0593361 0.16395 0.0242384 0.0499347 0.0372572 0.0226723 0.0189809 0.0153445 0.0217144 0.0397879 0.153832 0.0843532 0.0694785 0.0501439
internal_count=3121 1636 1460 808 346 324 652 270 176 1485 1372 1354 1259 462 1151 869 282 629 240 253 196 118 104 98 235 141 489 310 179 131
is_linear=0
shrinkage=0.00404364


Tree=695
num_leaves=31
num_cat=0
split_feature=1 51 50 129 0 12 3 159 0 403 129 42 455 42 3 3 1 52 4 13 151 2 3 1 0 0 3 15 43 0
split_gain=0.0233199 0.0227839 0.0207732 0.0191695 0.0183623 0.0248701 0.0184057 0.0214471 0.0182332 0.0177349 0.0189342 0.0212058 0.019169 0.0178321 0.0196193 0.0246428 0.0342545 0.0247479 0.0207601 0.0413518 0.0160541 0.0176502 0.0281992 0.0256591 0.0192298 0.0187183 0.0176211 0.0173307 0.015594 0.012313
threshold=0.104035 -0.10748999999999999 0.10124500000000002 0.093925000000000008 0.18019500000000002 0.10742000000000002 0.14121000000000003 0.091530000000000014 1.0000000180025095e-35 -0.16567999999999997 0.092550000000000007 0.092145000000000019 0.081825000000000009 0.091295000000000015 -0.12018999999999998 -0.078934999999999991 0.089875000000000024 -0.088204999999999992 -0.083854999999999985 -0.083619999999999986 -0.40381499999999992 0.10467500000000002 0.12178000000000001 0.13075500000000004 -0.053834999999999994 -0.10324499999999999 0.16158000000000003 0.035560000000000008 -0.077604999999999993 -0.13455999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 6 7 9 20 -3 11 13 -13 14 -11 16 18 -17 19 -16 -2 23 27 25 -25 -22 -24 -23 -19 -28
right_child=8 2 -4 -5 -6 -7 -8 -9 -10 10 -12 12 -14 -15 15 17 -18 28 -20 -21 21 22 26 24 -26 -27 29 -29 -30 -31
leaf_value=-0.0012446103630781083 -0.0010200502066888856 -0.0012442612105305942 -0.0012442177930354825 -0.0012455480052727085 0.00058345129745969242 -0.0012504517093380506 0.00081530290909905673 -0.0010469178281804455 0.0010621577045599442 0.00052891548190883307 0.0012201484487491096 -0.0011009892090828783 0.00084010008824745859 0.00083350751218817353 0.0012460076413035833 -0.00082215298155385408 0.00065184983754570187 0.00091582510250616945 -0.0011647265261299218 -0.0012458857529206409 1.7105164802736334e-05 0.00092750139599801266 -0.00033652985695868361 0.0012015113698949868 -0.00015561744788605646 -0.0009953201133755757 -2.3200273450136925e-05 -0.00036019050752693593 7.5813518970067415e-05 0.0012454909821184219
leaf_weight=0.028440257791999102 0.01838167650566902 0.018895162270723631 0.024454743058413442 0.021356893145593858 0.064774422680784483 0.028271402647419563 0.035204792453441769 0.035566434557722459 0.033974713001953205 0.07886935251963223 0.018429711456974474 0.047734425366115829 0.0094181248496170156 0.038223494474550535 0.019127038342276137 0.042255740258042351 0.030192505847480788 0.040189448181990883 0.087075100271363226 0.022302099431726674 0.055305785092059523 0.12099591671903909 0.095807640871498734 0.030435076952016971 0.034376843577774707 0.057685558967023098 0.024446002379136189 0.018651177844731137 0.22811968869064003 0.022914711672910926
leaf_count=216 18 189 271 103 27 122 17 135 135 99 5 165 12 39 20 46 46 54 529 161 27 184 39 35 20 119 49 15 174 50
internal_value=0 -0.000149025 -0.000114034 -8.21188e-05 -5.27015e-05 -0.000105539 -6.24731e-05 -0.000105608 0.000181923 -5.64345e-05 -2.25277e-05 -5.81173e-05 -0.000781119 1.23544e-05 -4.49081e-05 -0.000141351 -0.000539968 6.23392e-05 -0.000819989 -9.54264e-05 0.000119489 0.000164964 0.00035796 -0.000142017 0.000481678 -0.000499769 -2.98196e-05 0.000755518 0.000201637 0.000590635
internal_weight=0 0.918901 0.890461 0.866006 0.844649 0.779875 0.751603 0.716398 0.512975 0.680832 0.661937 0.643507 0.0571526 0.586354 0.548131 0.469262 0.158697 0.310565 0.128504 0.0414291 0.479 0.460619 0.282815 0.177803 0.0648119 0.112991 0.143168 0.139647 0.268309 0.0473607
internal_count=3121 2430 2214 1943 1840 1813 1691 1674 691 1539 1350 1345 177 1168 1129 1030 756 274 710 181 556 538 337 201 55 146 138 199 228 99
is_linear=0
shrinkage=0.00124344


Tree=696
num_leaves=31
num_cat=0
split_feature=45 1374 8 1 15 133 158 41 160 43 4 4 0 51 51 15 4 15 150 15 1456 2 48 0 51 15 0 4 40 13
split_gain=0.00415605 0.00449416 0.00428488 0.0048557 0.0066533 0.00552103 0.00558126 0.00583502 0.00546331 0.00495716 0.0093288 0.00820491 0.00635756 0.00634491 0.00573347 0.00797418 0.00568024 0.00548502 0.00641656 0.00498596 0.00460855 0.00487598 0.00735521 0.00722985 0.00640599 0.00640129 0.00567715 0.00641775 0.00584897 0.0057577
threshold=-1.0000000180025095e-35 0.093235000000000012 -0.057044999999999992 0.089770000000000016 -0.11713499999999999 0.18829500000000002 0.084765000000000021 0.078475000000000017 -0.40698999999999991 -0.51144999999999985 -0.51843499999999987 -0.15289999999999995 -0.23051499999999997 0.086310000000000012 0.084745000000000015 -0.0063699999999999989 -0.084134999999999988 -0.090644999999999989 0.083250000000000005 0.23208000000000004 0.091180000000000011 0.13754500000000003 0.12879500000000002 -0.10151999999999999 0.16385000000000002 -0.09551999999999998 -0.08867499999999999 0.24564500000000003 0.051255000000000002 -0.0025349999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 -4 6 7 9 -5 -6 -11 -12 -13 14 15 17 -17 18 -14 -18 21 22 23 25 -23 -10 -25 28 29 -28
right_child=1 -3 3 8 5 -7 -8 -9 20 10 11 12 13 -15 -16 16 19 -19 -20 -21 -22 24 -24 26 -26 -27 27 -29 -30 -31
leaf_value=0.0031281369471917266 -0.0031130299315270515 -0.0023667726246169329 -0.0031269424745903936 -0.0025747729047455241 0.0018390474766764578 -0.0031270827191301502 -0.0031277103728460302 -0.0029146300731578193 0.00036505988437008057 -0.0031321512256225984 0.0014156844651176215 0.0028532015715342293 -0.0031281970130859712 -0.0031287520410330357 0.00313365666357122 -0.0030026138719927483 0.00058352166724792329 -0.0029300750305698096 0.0022349018648887792 -0.0031291275818075732 -0.0028644056685514039 0.0027820105176187006 -0.0015092427745294005 -0.0030720064460095782 -0.0021773657272186392 0.0019182948158010099 0.00020614241976030852 0.0022823707882987532 0.0025789639529666705 -0.0021297143781081294
leaf_weight=0.0040023953290528871 0.0043527593326757588 0.0081801932440157543 0.0080622622322152893 0.0061542919754060668 0.014265088261367964 0.0062167307431622012 0.0058898007729482052 0.0066292568462245063 0.060156085468122455 0.0092443546942604371 0.03557353564457344 0.0059284389631102377 0.0036492865379216255 0.0081222557874554013 0.0046478260774165383 0.005261123481403728 0.062179014289654333 0.017188235148637432 0.0054130755000869613 0.0037474547534657168 0.0041108369250650858 0.015921630719049062 0.019168832425748406 0.0064825443795939455 0.0030290727336250703 0.045561972299253739 0.022390470981065391 0.010048175327256104 0.0054350981445168136 0.019112073637529647
leaf_count=23 4 42 149 59 24 189 170 66 127 30 77 9 75 158 2 192 425 365 13 7 23 133 34 56 6 130 252 98 9 174
internal_value=0 -7.188e-05 -2.75988e-05 4.40906e-06 -0.000344562 -0.000228906 -0.000132936 -3.59401e-05 0.000328434 7.29722e-05 -8.35516e-05 0.000102213 -0.000300114 -0.00046974 -0.000258181 -0.000419973 0.000123047 -0.00189256 7.52569e-05 0.000372484 0.000412946 0.000477935 0.000325873 0.000533792 0.00198931 0.00103447 -0.000300173 1.51433e-05 -0.000470213 -0.000869528
internal_weight=0 0.432122 0.423942 0.419589 0.202018 0.193955 0.187739 0.181849 0.217571 0.17522 0.160955 0.15171 0.116137 0.110208 0.102086 0.0974382 0.0711876 0.0262506 0.00906236 0.0659265 0.211417 0.207306 0.188355 0.169186 0.0189507 0.105718 0.0634684 0.0569858 0.0469376 0.0415025
internal_count=3121 3098 3056 3052 1951 1802 1613 1443 1101 1377 1353 1323 1246 1237 1079 1077 624 453 88 432 1042 1019 880 846 139 257 589 533 435 426
is_linear=0
shrinkage=0.00312586


Tree=697
num_leaves=31
num_cat=0
split_feature=1213 3 38 124 38 1365 155 151 1456 4 483 1211 11 1 475 47 14 122 1374 150 1456 48 52 160 403 13 13 49 15 3
split_gain=0.0155373 0.0140269 0.0192211 0.0154047 0.0206279 0.0183346 0.0143416 0.0138886 0.0140003 0.0149713 0.0139381 0.0142536 0.0135884 0.0131312 0.0131305 0.0124778 0.01931 0.0121894 0.0107816 0.0137705 0.0184159 0.0136377 0.0175393 0.0142905 0.014513 0.0134752 0.01529 0.0119988 0.03401 0.0188406
threshold=-1.0000000180025095e-35 0.31299000000000005 0.13905500000000001 -0.043384999999999993 0.095410000000000009 1.0000000180025095e-35 0.088610000000000008 -0.5145249999999999 0.075120000000000006 0.27287000000000006 0.088070000000000009 1.0000000180025095e-35 0.081790000000000015 0.098700000000000024 -0.086004999999999984 0.10954500000000002 -0.46885499999999997 0.10544500000000001 0.086000000000000007 -0.15178999999999995 -1.0000000180025095e-35 0.092805000000000012 -0.080114999999999978 0.10493500000000001 -0.083259999999999987 -0.53104499999999988 -0.47860499999999995 -0.087004999999999985 0.091915000000000011 -0.076234999999999983
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=14 3 -3 4 13 6 7 -5 9 10 11 12 17 -2 -1 16 -11 18 19 -9 -21 23 -23 24 -22 -26 -27 29 -29 -28
right_child=1 2 -4 5 -6 -7 -8 8 -10 15 -12 -13 -14 -15 -16 -17 -18 -19 -20 20 21 22 -24 -25 25 26 27 28 -30 -31
leaf_value=0.0014018010232871333 0.00015933673759939296 0.001401694233450142 -0.0014085721506953716 -0.0014023956705742882 -0.0014025821254042689 -0.0014026530284866833 -0.0012209021977929487 0.0012983120875507592 -0.0014014314099499393 -0.00052199518620521892 -0.0011492400799325529 -0.0014012027070934455 -0.0010498608527499188 0.0013188080225739738 -0.0012291620567988859 -0.00060375963046392167 0.0011373127661302555 -0.0014040840264955459 -0.0010395417240322122 -0.0014014381732325649 -0.0014008682361120748 -0.00026195392593050912 0.00086225221897881705 -0.001014525405711997 -0.0014070168532595438 0.001404678950978885 0.00013731485454924347 0.00023004813897967806 -0.0014033793962599202 -0.0012673715620119355
leaf_weight=0.004189200233668088 0.036509279487290436 0.026408031859545988 0.0058250874280929557 0.014462035673204254 0.0096698318420749274 0.020461259141939192 0.020583788341127618 0.017511515543446321 0.014180678149955384 0.017799439607188106 0.022320966561323985 0.014576689696468748 0.023697335920587648 0.040289035660407535 0.033187167017672548 0.015811651464900933 0.060487728047974088 0.011525799403898418 0.017542181391036138 0.016938930714899825 0.013484953981559911 0.040219942125986563 0.084146977445470839 0.026535061439972196 0.011893575545399826 0.017061311344149899 0.044383645197740407 0.45689351334215556 0.026441983011864068 0.032385862378759511
leaf_count=4 50 119 1 39 23 56 180 8 213 15 137 102 46 160 487 11 152 5 34 190 235 34 84 64 3 7 35 496 112 19
internal_value=0 -1.69993e-05 0.00089383 -4.3031e-05 0.000524911 -9.01899e-05 -6.38847e-05 -4.00761e-05 -2.00912e-05 6.8518e-08 -5.68499e-05 -2.83395e-05 -4.53474e-06 0.000767605 -0.00093428 0.000530887 0.000760051 2.57866e-05 4.62479e-05 7.04226e-05 4.25116e-05 7.49744e-05 0.000498687 -8.79213e-06 3.54987e-05 6.83805e-05 9.87837e-05 5.9005e-05 0.000140688 -0.000455264
internal_weight=0 1.16005 0.0322331 1.12781 0.0864681 1.04135 1.02089 1.0003 0.98584 0.971659 0.87756 0.855239 0.840663 0.0767983 0.0373764 0.0940988 0.0782872 0.816965 0.805439 0.787897 0.770386 0.753447 0.124367 0.62908 0.602545 0.58906 0.577166 0.560105 0.483335 0.0767695
internal_count=3121 2630 120 2510 233 2277 2221 2041 2002 1789 1611 1474 1372 210 491 178 167 1326 1321 1287 1279 1089 118 971 907 672 669 662 608 54
is_linear=0
shrinkage=0.00140032


Tree=698
num_leaves=31
num_cat=0
split_feature=9 1425 4 151 11 1211 1213 475 480 150 1456 157 475 1429 457 2 48 51 48 12 48 160 0 160 43 130 43 47 1212 42
split_gain=0.00409935 0.00390634 0.00505195 0.00751183 0.00554071 0.00527093 0.00449015 0.00529695 0.00438727 0.00452024 0.00698383 0.00547995 0.00479976 0.00527725 0.00443344 0.00990853 0.00568848 0.00532674 0.00686796 0.00516375 0.00766832 0.00492408 0.00619143 0.0060084 0.00532033 0.00910391 0.00825473 0.0151729 0.00772794 0.00700015
threshold=-0.036024999999999995 1.0000000180025095e-35 0.27287000000000006 -0.27559499999999998 0.081790000000000015 1.0000000180025095e-35 -1.0000000180025095e-35 -0.086004999999999984 0.084710000000000021 -0.22665999999999997 -1.0000000180025095e-35 0.087580000000000005 -0.08663499999999999 0.079510000000000011 -0.0029299999999999994 0.10045500000000002 -0.075224999999999986 0.12547500000000003 0.12737000000000001 -0.14757499999999998 0.093265000000000015 0.11205000000000002 -0.14116499999999996 0.088020000000000015 0.016310000000000002 -0.0015749999999999998 -0.083134999999999987 0.09550500000000002 -0.50120999999999993 -0.11466499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 -4 5 6 7 -2 9 -8 -11 12 -12 14 15 -14 -16 18 19 -18 21 22 23 -21 25 -24 29 28 -28 -27
right_child=1 -3 3 -5 -6 -7 8 -9 -10 10 11 -13 13 -15 16 -17 17 -19 -20 20 -22 -23 24 -25 -26 26 27 -29 -30 -31
leaf_value=0.0033869925984641473 0.0033848813991738981 -0.0033920200325109162 -0.0031156536461679997 0.0014068320150244932 -0.0025831679089149259 -0.0033843743143016315 0.002506533944552399 -0.0033844482103037293 -0.0033846714796275787 -0.0033850684610911247 -0.0031557240084821559 -0.0028120785520934161 -0.0033866850019654807 0.0023068193680884463 -0.0025183877127462951 0.0011331429411465389 -0.003057660489829736 0.0021292279359521795 -0.00339717100425948 0.0025019686801049049 0.0020706810490751081 -0.0024870221051694593 -0.0026501613439481493 -0.00062786706839352722 0.0011871856457075004 -0.0019924548248866168 0.0033942723638861129 0.0022638556404819396 -0.0020793230028721783 0.0013584103190890072
leaf_weight=0.0039460426844186705 0.0015739767113700518 0.0040323700227276041 0.0046465136165352297 0.044217892730387121 0.01067297222795105 0.0055395873767736239 0.0083600700163515285 0.0083110339361667229 0.004313288211477583 0.0068838578796572838 0.0050210928546903224 0.0074372267989701859 0.012373077615279726 0.012795753232524021 0.008510130360605217 0.010073441998713406 0.0052699557827509116 0.016917777029249237 0.0060379889544037715 0.023228022269904613 0.025807720452576177 0.0079940212671090194 0.016941492582731144 0.010064478374260943 0.032910777131121449 0.008281353150096038 0.0031534479930996886 0.013941202626028826 0.046449835028994357 0.051664763387975654
leaf_count=89 4 78 15 292 102 181 14 411 198 237 31 89 82 120 42 38 12 64 10 57 121 54 109 18 135 28 1 16 334 139
internal_value=0 -7.7674e-05 -4.58073e-05 0.000976789 -0.000180665 -0.000109409 -5.82061e-05 -0.00230658 6.32115e-06 4.93249e-05 -1.25952e-05 5.88653e-05 0.000126129 0.000178874 8.79968e-05 -0.0013583 0.000205123 0.000291393 0.000167887 0.000255494 0.000328113 0.000118581 0.000219383 0.0015558 -3.72928e-05 -0.000324254 -5.16601e-06 -0.000854829 -0.00173135 0.0008955
internal_weight=0 0.423425 0.419393 0.0488644 0.370528 0.359855 0.354316 0.00988501 0.344431 0.340117 0.331757 0.324874 0.317436 0.312415 0.299619 0.0224465 0.277173 0.268663 0.251745 0.245707 0.240437 0.214629 0.206635 0.0332925 0.173343 0.140432 0.123491 0.0635445 0.0496033 0.0599461
internal_count=3121 3032 2954 307 2647 2545 2364 415 1949 1751 1737 1500 1411 1380 1260 120 1140 1098 1034 1024 1012 891 837 75 762 627 518 351 335 167
is_linear=0
shrinkage=0.00338353


Tree=699
num_leaves=31
num_cat=0
split_feature=1 150 48 51 42 43 4 3 3 51 12 40 0 2 16 1 159 47 51 48 1429 1 159 1 4 52 0 13 42 15
split_gain=0.0155348 0.0174654 0.018195 0.0168572 0.0144785 0.0169583 0.0198309 0.0179653 0.0169895 0.0160718 0.0143788 0.0170061 0.0127167 0.0214414 0.0125674 0.0122768 0.0134778 0.0127164 0.0154092 0.0142775 0.0141297 0.0124522 0.0122158 0.011688 0.0113682 0.0265329 0.0173609 0.0116327 0.0106948 0.0146728
threshold=0.094385000000000011 0.076925000000000007 0.12879500000000002 0.08955500000000001 -1.0000000180025095e-35 -0.50216499999999986 -0.51843499999999987 0.092670000000000016 -0.15713499999999997 0.084745000000000015 -1.0000000180025095e-35 0.57330500000000006 -0.077809999999999976 0.097070000000000004 -0.5224049999999999 0.10557500000000002 -0.50206999999999991 0.13148500000000005 0.11144500000000002 0.11376500000000002 -1.0000000180025095e-35 0.096125000000000016 0.091005000000000016 0.13075500000000004 -0.076229999999999978 0.090245000000000006 -0.084269999999999984 -0.16152999999999998 0.086375000000000021 0.088345000000000021
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 10 -3 4 12 -6 -7 8 -8 22 11 -2 14 -14 -1 16 -12 18 19 20 -17 -18 24 -22 25 26 27 -10 -28 -30
right_child=1 2 -4 -5 5 6 7 -9 9 -11 15 -13 13 -15 -16 17 21 -19 -20 -21 23 -23 -24 -25 -26 -27 28 -29 29 -31
leaf_value=0.00068992719853742555 0.00057907319261912523 0.0007475201625407286 -0.00039367300100159939 -0.00083135476350364819 0.00086699305319708913 -0.0011314880363042959 0.00067252655543595364 0.00050171350686238354 0.0011305162396156444 0.00063511930787144802 0.0010605328433704866 -0.0011304887176446813 0.0005098577133986461 -0.00098981563779282009 -0.0010257614027706439 -0.00067166748789675959 0.00036399599164291165 -0.00056839044789155566 -0.00064047929251783049 -0.00050943638449481364 0.00032241365009589185 -0.0010559434635721979 -0.0011277338945298726 0.0011318418098244813 -0.00037521870322721108 -0.00087833753526234354 0.0010372317372719746 -0.0011272748885083127 0.00093614254436511315 -0.0011272039198939629
leaf_weight=0.0060664374686893998 0.076059779034949315 0.086895402278969414 0.022260508983890759 0.042899982437688777 0.026064513618621277 0.021168836728520546 0.031564864937536186 0.071273019444561214 0.0037818024866282931 0.027315051166624471 0.0056252916547236955 0.0081736232386901975 0.031471418159753739 0.019637733021227177 0.050449901811475684 0.01421549872839023 0.0097357915888096613 0.04163757541027735 0.028999471300267032 0.026465597889909986 0.096134355635513202 0.040091397223250169 0.019557666282594255 0.029592497666271811 0.18254712070540791 0.026253944793893425 0.041039994417587877 0.01233541498129398 0.0095112304479698651 0.0080891781583432021
leaf_count=6 218 216 13 230 16 20 36 50 1 13 2 3 59 109 503 34 30 39 34 19 135 154 118 46 686 117 21 113 12 68
internal_value=0 0.000118115 0.000514793 -0.000149799 -0.000100084 -1.64545e-05 -6.71251e-05 -1.5122e-05 -0.000116881 -0.00019229 3.17947e-06 0.000413185 -0.000473456 -6.63637e-05 -0.0008416 -0.000114894 -0.000591942 -3.29698e-06 0.000117114 0.000249137 0.000392597 -0.0007785 -0.000266852 0.00051293 -0.000207475 9.56708e-05 0.00043773 -0.000597499 0.000722261 -1.21751e-05
internal_weight=0 0.485887 0.109156 0.631028 0.588128 0.480503 0.454438 0.433269 0.361996 0.330431 0.376731 0.0842334 0.107625 0.0511092 0.0565163 0.292497 0.0554525 0.237045 0.195407 0.166408 0.139942 0.0498272 0.303116 0.125727 0.283559 0.101012 0.0747576 0.0161172 0.0586404 0.0176004
internal_count=3121 943 229 2178 1948 1271 1255 1235 1185 1149 714 221 677 168 509 493 186 307 268 234 215 184 1136 181 1018 332 215 114 101 80
is_linear=0
shrinkage=0.00112622


Tree=700
num_leaves=31
num_cat=0
split_feature=52 52 1 47 52 15 1 0 3 4 16 1 52 129 129 2 49 2 4 16 11 2 133 2 147 1 4 403 151 2
split_gain=0.0158323 0.0187471 0.0180706 0.0267439 0.0235066 0.0211003 0.0257323 0.0203125 0.0199297 0.0203379 0.0162709 0.0158487 0.0198169 0.018282 0.0188249 0.0171673 0.0180779 0.015597 0.0148442 0.0265986 0.0146509 0.0169594 0.017292 0.0131088 0.0130337 0.0123603 0.0242827 0.0116963 0.0184711 0.0113928
threshold=0.19022000000000003 0.13389000000000004 0.094385000000000011 0.13148500000000005 -0.43320999999999993 0.035560000000000008 0.11146500000000002 -0.060129999999999996 0.11924500000000002 0.033845000000000007 -0.51370499999999997 1.0000000180025095e-35 0.0031350000000000002 0.092550000000000007 0.093925000000000008 0.084055000000000005 -0.42399999999999993 0.083995000000000014 -0.49405499999999997 0.38525000000000004 0.087830000000000005 0.094835000000000017 -1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 0.092695000000000013 0.053180000000000012 0.03138500000000001 -0.0038099999999999996 0.10882500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 7 4 -4 8 -7 10 20 -10 -1 13 25 15 -15 17 -17 23 19 -9 21 22 -6 -12 -2 26 27 28 -13 -11
right_child=24 -3 3 -5 5 6 -8 18 9 29 11 12 -14 14 -16 16 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00064786865975972538 -0.00089434365521435177 0.00087870513369778702 -0.001517005682580049 -0.00094963169214622167 -0.00139228760053359 -0.0015054160433072266 0.00046870308109655547 -0.0012268954574515371 0.00095170836005705806 0.00087383785593087558 0.0015222497953976881 -8.9743895169373561e-05 0.0011546609007102085 0.0014776333177908519 -0.0015166651548643637 0.0010059192879390329 -0.0014108710363724729 0.0015151484831417744 0.00055337048395695131 0.00073200147918205637 -0.00011321740980573698 0.0014290105760478376 0.00074923116664938694 -0.0015174079530767238 0.0011525469824108217 -0.001408330124667147 0.0015100908063950904 0.00049600434503925821 -0.0013144120973250686 -0.00087653714420661143
leaf_weight=0.030715689859789452 0.074657959904357196 0.051951282055142656 0.015382873810267483 0.04267637658995227 0.009945659645836713 0.027372275468223961 0.034029849166472559 0.036226403539785679 0.031390679582727898 0.010409778151142746 0.0042516281828284255 0.063495959528154344 0.021796532340658814 0.014342523066488866 0.007268545344913945 0.007573359129310008 0.11645642370803 0.010442980391189849 0.10751332273912328 0.028418303532816935 0.032130190331372432 0.095356177637768269 0.06715923034903426 0.013970615397056463 0.0079038096591830254 0.023196046510747692 0.016609634656560957 0.025699335103126941 0.051039416857065589 0.047646308741150278
leaf_count=32 345 54 118 38 26 53 39 63 57 31 1 63 35 6 82 4 1048 9 142 7 38 203 146 96 5 42 9 41 223 65
internal_value=0 -8.89649e-06 -5.53562e-05 0.000186665 0.000317436 0.000396828 -0.000411334 -0.000228193 0.000565591 -3.122e-05 -0.000412867 -0.000499487 -0.000210349 -0.000834292 0.000470548 -0.00101897 -0.0012633 3.82199e-05 0.000208244 -0.00036575 0.000826516 0.00100159 0.000472999 -0.000808193 -0.000698391 -0.000375604 -0.000222872 -0.000428127 -0.000635482 -0.000562685
internal_weight=0 1.04447 0.992516 0.413499 0.370823 0.35544 0.0614021 0.579017 0.294038 0.0894468 0.406859 0.376143 0.201837 0.174306 0.0216111 0.152695 0.12403 0.0286652 0.172158 0.0646447 0.204591 0.172461 0.0771049 0.0182222 0.0825618 0.18004 0.156844 0.140235 0.114535 0.0580561
internal_count=3121 2771 2717 814 776 658 92 1903 566 153 1691 1659 413 1246 88 1158 1052 106 212 70 413 375 172 97 350 378 336 327 286 96
is_linear=0
shrinkage=0.00151575


Tree=701
num_leaves=31
num_cat=0
split_feature=45 1374 150 1 15 1 151 14 157 157 1213 157 3 148 457 484 40 33 32 15 1 42 151 15 49 16 4 130 13 3
split_gain=0.00402923 0.00424452 0.00412602 0.00664697 0.00913204 0.0068201 0.00795962 0.00584525 0.00495698 0.00647927 0.00610991 0.00550889 0.00478433 0.00455627 0.00532093 0.00532094 0.00518392 0.0046477 0.00486257 0.0042825 0.00487003 0.00549935 0.00475336 0.00660554 0.00666358 0.00568954 0.00739242 0.00630155 0.0100652 0.00580026
threshold=-1.0000000180025095e-35 0.10637000000000001 0.081835000000000019 0.093205000000000024 -0.090644999999999989 0.11212500000000002 0.077805000000000013 0.062655000000000016 -0.075754999999999989 -0.23223999999999997 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.096099999999999977 -1.0000000180025095e-35 -0.098834999999999992 -1.0000000180025095e-35 -0.0095299999999999985 -0.0066799999999999993 -1.0000000180025095e-35 0.24356000000000003 0.10752500000000002 -0.11051499999999999 0.13982000000000003 0.091915000000000011 -0.0020949999999999996 -0.50992999999999988 -0.0029599999999999995 -1.0000000180025095e-35 -0.013304999999999999 -0.15121499999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 7 4 -4 -5 -7 8 9 -2 -10 -12 -6 -13 -15 16 -16 -17 -19 20 21 -20 23 24 -23 -26 27 28 -27 -28
right_child=1 -3 3 5 12 6 -8 -9 10 -11 11 13 -14 14 15 17 -18 18 19 -21 -22 22 -24 -25 25 26 29 -29 -30 -31
leaf_value=0.003665198203784613 -0.0035200014580943225 -0.0032067306096900611 0.0010631285024145381 0.0029670539632722665 0.00074829110058551138 0.0021485656170319367 -0.0032096490622206199 -0.0033809486023798694 -0.0036632989267317874 0.0019163425284002102 -0.0032213979928183653 -0.0032703696690546923 -0.0036651804869413645 0.0036165795511013694 0.0019233929763223623 -0.0029838687873633015 -0.0036635691407325569 0.0036806110040207918 -0.0036649080770554633 -0.0035911315052728219 0.00089500661771135771 -0.0022321397304308965 0.0036684223489885353 -0.0026563076760317333 0.0033562232298014701 0.0034618491980867735 0.00366615779133562 0.00089089087100457638 -0.0036641926376776014 -0.0022335286114578547
leaf_weight=0.0038788790410535503 0.0033196462832449916 0.0057612369787420894 0.025190023468667277 0.024487501007797619 0.0045544275928932612 0.0086380346806436137 0.006529890728927513 0.0076743469687698953 0.0070256198534224259 0.025763416726064747 0.0079091448468631143 0.0060348251228106156 0.01191044340720282 0.0051991524563845806 0.0028647467416931258 0.0068582642672936336 0.010017026418893238 0.004910772666335105 0.0061391365290148761 0.0043750802410613679 0.068120162619038638 0.016167587007089423 0.0042931695352308443 0.013839955744288091 0.0075012348365817152 0.0036116348911718896 0.0024709980352781704 0.086288767498217553 0.010076312676119414 0.023432280396775709
leaf_count=23 80 26 36 121 19 73 17 91 451 213 142 61 121 18 13 24 277 1 75 10 276 40 3 219 11 13 3 379 92 193
internal_value=0 -8.47145e-05 -4.13943e-05 0.000698445 -0.000323267 0.00177167 -0.000158181 -0.000221561 -0.000147236 0.00129582 -0.00028848 -0.000206752 -0.00244435 -0.000122261 -5.34682e-05 -0.000123887 -0.0024211 -9.22655e-06 7.19784e-05 3.36168e-08 6.49735e-05 -0.000260315 -0.000135667 -0.000235622 -1.16005e-05 0.000257559 7.2908e-05 0.000524675 -0.00178395 -0.00167074
internal_weight=0 0.420965 0.415204 0.0813103 0.0416549 0.0396554 0.0151679 0.333893 0.326219 0.0290831 0.297136 0.29011 0.0164649 0.282201 0.276166 0.270967 0.0128818 0.258085 0.251227 0.246316 0.241941 0.173821 0.167682 0.163389 0.149549 0.133381 0.12588 0.0999767 0.0136879 0.0259033
internal_count=3121 3098 3072 387 176 211 90 2685 2594 293 2301 1850 140 1708 1647 1629 290 1339 1315 1314 1304 1028 953 950 731 691 680 484 105 196
is_linear=0
shrinkage=0.00366245


Tree=702
num_leaves=31
num_cat=0
split_feature=4 403 12 453 49 31 484 11 52 52 148 133 123 4 13 13 1 43 403 403 43 0 52 42 457 475 151 133 52 129
split_gain=0.0190882 0.0165301 0.0158451 0.0192386 0.0160929 0.0152929 0.0152096 0.0140641 0.0128477 0.0207842 0.0155776 0.014151 0.0147371 0.0186885 0.0151383 0.0236809 0.0156278 0.0211957 0.0137872 0.0166496 0.0146571 0.016356 0.0148744 0.0136434 0.013039 0.012374 0.0137232 0.0120045 0.0113535 0.0201886
threshold=0.27287000000000006 -1.0000000180025095e-35 -1.0000000180025095e-35 1.0000000180025095e-35 -0.026779999999999995 -1.0000000180025095e-35 0.091180000000000011 0.081790000000000015 0.19022000000000003 0.13796000000000003 1.0000000180025095e-35 -0.25159999999999993 1.0000000180025095e-35 0.11275500000000001 -0.094514999999999988 -0.53104499999999988 0.08844500000000001 0.070450000000000013 0.10301500000000001 0.03138500000000001 -0.45785999999999999 -0.10607499999999999 -0.0064899999999999992 0.10024000000000001 -0.098834999999999992 -0.086424999999999988 -0.086379999999999985 -0.030254999999999994 0.029970000000000007 0.092550000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 -2 4 -4 -3 25 8 9 11 27 -7 14 -14 15 -13 17 -17 19 20 -16 22 -22 24 -23 -1 -27 -10 -21 -30
right_child=2 5 3 -5 -6 7 -8 -9 10 -11 -12 12 13 -15 18 16 -18 -19 -20 28 21 23 -24 -25 -26 26 -28 -29 29 -31
leaf_value=0.0011158865537959828 0.0010842413661752909 0.0011971786267162142 0.0011964119955271513 -0.001197926633704156 -5.9404186114341809e-05 -0.0010219235461015909 0.0011406014168509713 -0.0010170783640911511 0.00057716544715039942 0.00062641117914258684 0.0011975539154029946 -0.00099827223864820919 0.00082603693825832384 -0.00072390246175577089 0.00047191711266918315 -0.00071733636342881304 0.00083213625496218757 0.00066968325350026008 -0.0011972972970597936 0.00074950542369733094 -0.00044021736728667098 0.00057973945836739592 0.00025867431502609166 0.00038110282597190955 -0.00078331686195807614 0.00087790220386491482 -0.0011962100360779064 -0.0010105900539975976 -0.0011963399782003192 0.0006092598163902781
leaf_weight=0.0039019849227770456 0.021582855284805191 0.0098131785953226025 0.017928230428879033 0.01718103122402681 0.0779495383385439 0.034179032417227861 0.0052385430014965087 0.037777207025101234 0.0075273015640959775 0.038784731930718408 0.0056493922602385274 0.023971205053385347 0.037701383799230825 0.015756058193801437 0.025756316699698689 0.034042198049064498 0.047259419996407814 0.029267702731885947 0.027216947078386511 0.031787158119868764 0.1203833835684236 0.010480506391104316 0.068107736016827292 0.017088919681100379 0.23044009882437488 0.004862941837473044 0.072339412074711507 0.070579197327560905 0.0165895018262745 0.018948409153381363
leaf_count=6 161 48 53 14 124 138 18 122 32 27 3 6 89 11 18 54 66 21 125 54 86 27 36 68 686 8 703 270 39 8
internal_value=0 -0.00033225 0.000145857 -3.328e-05 0.000175421 -0.000287159 -0.000833128 -0.000302503 -0.000272888 -0.000227753 -0.000718955 -0.000269742 -0.000235682 0.000369207 -0.000281788 7.86148e-05 0.000312082 -7.61274e-05 -0.000367336 -0.000325472 -0.00040474 -0.00045531 -0.000187686 -0.000650825 -0.000724021 -0.000960612 -0.00106556 -0.000857574 0.00023056 -0.000233615
internal_weight=0 1.04545 0.134642 0.113059 0.0958778 0.959107 0.0863429 0.949294 0.911517 0.827761 0.0837559 0.788976 0.754797 0.0534574 0.70134 0.134541 0.110569 0.0633099 0.566799 0.539582 0.472257 0.446501 0.188491 0.25801 0.240921 0.0811043 0.0772024 0.0781065 0.0673251 0.0355379
internal_count=3121 2769 352 191 177 2034 735 1986 1864 1559 305 1532 1394 100 1294 147 141 75 1147 1022 921 903 122 781 713 717 711 302 101 47
is_linear=0
shrinkage=0.00119516


Tree=703
num_leaves=31
num_cat=0
split_feature=1213 475 151 4 11 403 151 1456 12 160 133 150 133 42 43 4 43 1 48 4 4 43 43 15 15 3 16 13 16 4
split_gain=0.0147659 0.0143652 0.0124491 0.0178655 0.0167427 0.0162746 0.0127532 0.0179006 0.0168255 0.0156771 0.0213006 0.0170548 0.0137912 0.0137964 0.0137151 0.0192708 0.0134186 0.013142 0.0172685 0.0160265 0.0142775 0.0142638 0.0185727 0.0151708 0.0166987 0.0254724 0.0131731 0.0155774 0.0128156 0.0262415
threshold=-1.0000000180025095e-35 -0.086004999999999984 -0.5145249999999999 0.27287000000000006 0.081790000000000015 -0.083259999999999987 -0.086769999999999986 -1.0000000180025095e-35 0.088305000000000008 -0.091944999999999985 -0.030254999999999994 -0.22665999999999997 -0.25159999999999993 -0.11466499999999999 -0.15582499999999996 -0.51843499999999987 0.070450000000000013 0.094385000000000011 -0.089099999999999999 -0.013514999999999998 0.0061450000000000003 -0.096754999999999994 -0.083879999999999996 0.090615000000000015 0.088235000000000022 0.086245000000000016 -0.36241499999999999 -0.081659999999999996 0.042200000000000008 0.033845000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -2 4 5 -4 8 -8 -7 10 -9 -12 -11 -14 -15 -16 17 19 -19 21 -21 -17 -23 24 25 -24 -20 -28 29 -29
right_child=2 -3 3 -5 -6 6 7 9 -10 12 11 -13 13 14 15 16 -18 18 26 20 -22 22 23 -25 -26 -27 27 28 -30 -31
leaf_value=0.0013744915695309049 -0.0011761072577649869 -0.0011899261038809479 -0.0011328420609196714 0.00051700793266066863 -0.0010516528865960279 0.00076515954087232442 -0.0013741103912607979 0.00079259816688148003 -0.00084577367280173779 -0.0010488900898166123 0.0013767415970972962 -0.0013556019130195715 -0.00095837256018683353 0.00068349641710353673 -0.0012335308935771607 -0.0012746677928574719 0.00066117249865449781 -0.0011607703246283181 -0.0006731300817566007 -0.0010484529206475249 -0.00013285471236124092 0.0010566145269201171 -0.0012701916832206165 -0.0013745409733480513 0.0010808861606803953 0.00063515966773960129 0.0013241184153265442 0.0011563836495908091 -0.00036134286840948772 -0.00072148035014288814
leaf_weight=0.004683134611696004 0.017152185354461724 0.034059815223258849 0.02433141071094258 0.11322566179478599 0.031095275108100395 0.073897345064324216 0.018824893383964425 0.014598727335396688 0.014640927367963741 0.021030471647350057 0.0047620271798223248 0.044917180121160416 0.023195334095816977 0.07193933403596009 0.021326707228126796 0.012297599104840629 0.069147277522006334 0.013971838718134677 0.018144734636734938 0.05589696821164214 0.075395732987885822 0.039712488568966364 0.025177491652925599 0.01413957361910434 0.0255907811842917 0.027854979980475036 0.037890693470671977 0.051149525157597964 0.036437836466575391 0.019324084860272706
leaf_count=4 50 487 349 334 121 145 239 36 40 122 2 214 50 55 33 21 53 12 12 176 99 59 101 53 13 19 76 56 70 20
internal_value=0 -0.000879947 -1.64154e-05 3.47752e-06 -6.20975e-05 -2.61337e-05 6.26004e-06 -5.24508e-05 0.000498771 -1.80814e-05 -0.00066528 -0.00109369 4.49858e-05 8.10099e-05 0.000120186 4.56187e-05 9.78661e-05 1.18784e-05 0.000303981 -0.000175318 -0.000522664 0.000139687 0.00027098 -6.53557e-05 0.000170088 -0.000269418 0.000429575 0.000567752 0.000299687 0.000641467
internal_weight=0 0.0387429 1.01707 0.999917 0.886691 0.855596 0.831265 0.742726 0.0885383 0.723901 0.0642779 0.0496792 0.659623 0.638593 0.615398 0.543458 0.522132 0.452984 0.176919 0.276066 0.131293 0.144773 0.132475 0.0927628 0.0786233 0.0530325 0.162947 0.144802 0.106911 0.0704736
internal_count=3121 491 2630 2580 2246 2125 1776 1591 185 1352 252 216 1100 978 928 873 840 787 246 541 275 266 245 186 133 120 234 222 146 76
is_linear=0
shrinkage=0.00137286


Tree=704
num_leaves=31
num_cat=0
split_feature=31 39 47 147 2 41 2 160 457 403 123 13 13 484 401 1212 133 1374 0 150 12 1447 15 49 15 0 0 4 13 4
split_gain=0.00411638 0.00397597 0.00470402 0.0042753 0.00479334 0.00604701 0.00620771 0.00594895 0.00873671 0.00576638 0.00566962 0.00613802 0.00859225 0.00538765 0.00521008 0.00756156 0.00520106 0.00514833 0.00681713 0.00508874 0.00494101 0.00488087 0.00528097 0.00730092 0.00506466 0.0052121 0.00698274 0.00779828 0.00674808 0.00463117
threshold=-1.0000000180025095e-35 0.16946000000000003 0.14808500000000002 -1.0000000180025095e-35 0.099185000000000009 0.079885000000000025 -0.13033999999999998 -0.091944999999999985 -0.0029299999999999994 -0.092474999999999988 0.084025000000000016 -0.53104499999999988 -0.39067499999999994 -0.0068949999999999992 0.021890000000000003 -0.50120999999999993 -0.11008499999999999 -0.094929999999999987 -0.23001499999999997 -0.10114999999999998 0.11527000000000001 -1.0000000180025095e-35 -0.074054999999999996 0.27293500000000009 -0.070929999999999979 -0.17169499999999996 0.056435000000000006 -0.49013999999999996 0.41383500000000001 -0.5956499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 6 -5 19 -9 -10 11 -6 -13 -11 16 -16 -15 -18 -19 -8 21 -14 23 -23 -24 -26 -27 28 -28 -21
right_child=1 -3 -4 4 10 -7 7 8 9 13 -12 12 20 14 15 -17 17 18 -20 29 -22 22 24 -25 25 26 27 -29 -30 -31
leaf_value=0.0036662843062871897 -0.0036650588011871389 0.0036662314316972559 -0.0034814377369987524 0.0025278549635756463 -0.0029655604148459279 -0.0031737064974912675 0.0036685395178703939 -0.0030115524896129008 -0.0036631597459578068 -0.0029465772136258719 0.0026637094995657653 0.0029265807271287368 -0.0036650552024796623 -0.0025135365093408701 0.0026355748571201291 -0.003653803609243709 -0.002157416460451725 0.0034387619821415493 0.00047334187335000614 0.0036670590181747879 -0.0036653813153006763 0.0019665967985501927 -0.0035601259063851249 -0.0027232122601065513 0.0020893515385468934 -0.0018236636843782356 -0.0036695321129804883 0.0028574691352542363 0.0027243204594421845 -0.0036645650051175187
leaf_weight=0.0039305883736346905 0.0044326158417788966 0.0037279236190670409 0.0055525422758364576 0.010348609478000981 0.0076048848973186969 0.0098577837833317972 0.0016580715309828511 0.013892156305644221 0.0056236460128076251 0.0074887918682264845 0.014187430540232526 0.016096337138890249 0.0041684226024329965 0.0078877904664409471 0.0034824883177861929 0.0097232605981645293 0.0090311994656531169 0.011205732720554806 0.14435450973846287 0.001256179879419503 0.0045576142778287468 0.036634867760909628 0.0057171466604302159 0.0050685958888152518 0.013133901960372896 0.025587264917746211 0.0064695292948613314 0.012771776615409181 0.0033661035704426467 0.014443210342435011
leaf_count=86 20 21 13 76 10 74 1 138 285 248 131 71 32 138 17 147 38 10 626 1 82 210 16 20 37 178 60 36 2 297
internal_value=0 -9.92474e-05 -0.000133023 -8.76821e-05 -4.85883e-05 -0.00036229 -0.000247004 -0.00037183 -0.000203581 -7.35708e-06 0.000456709 0.000234918 0.000417137 9.90701e-05 0.000221903 -0.00199523 0.000391656 0.000530883 0.000686955 -0.00243347 7.32957e-05 0.000224197 0.000373275 0.0013966 -0.000263251 4.40892e-05 -0.000513281 0.000969822 -0.00148133 -0.00307793
internal_weight=0 0.41933 0.415602 0.41005 0.405617 0.250253 0.240396 0.230047 0.21269 0.198797 0.155364 0.141176 0.133572 0.193174 0.185685 0.0132057 0.172479 0.164591 0.15556 0.0173575 0.117475 0.112918 0.108749 0.0417035 0.0670457 0.0613286 0.0481947 0.0226074 0.00983563 0.0156994
internal_count=3121 3035 3014 3001 2981 2096 2022 1946 1647 1509 885 754 744 1224 976 164 812 674 636 299 673 591 559 230 329 313 276 98 62 298
is_linear=0
shrinkage=0.00366245


Tree=705
num_leaves=31
num_cat=0
split_feature=45 31 8 1374 1426 4 150 11 11 1447 1211 156 128 480 1 158 133 43 4 3 12 0 3 52 1 15 15 0 51 3
split_gain=0.00378618 0.00378475 0.00382872 0.00372928 0.00374 0.0043837 0.00649195 0.00639578 0.00629293 0.00503137 0.00500949 0.00439438 0.00436693 0.00413137 0.0041885 0.00620375 0.00519742 0.00686613 0.00836207 0.00700097 0.00714099 0.00715391 0.00831893 0.00709428 0.00578739 0.00536595 0.00529548 0.00525607 0.0053716 0.0050232
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -1.0000000180025095e-35 0.10637000000000001 -1.0000000180025095e-35 0.27287000000000006 -1.0000000180025095e-35 0.081790000000000015 0.088710000000000011 -1.0000000180025095e-35 1.0000000180025095e-35 0.091255000000000017 0.11596500000000001 0.084710000000000021 0.089770000000000016 1.0000000180025095e-35 0.18829500000000002 -0.51144999999999985 -0.51843499999999987 0.10732000000000001 0.092355000000000007 -0.084269999999999984 -0.080734999999999987 -0.087284999999999988 0.083135000000000014 0.091295000000000015 0.41531000000000007 -0.23051499999999997 0.084745000000000015 -0.10519499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 -4 7 -7 10 9 -8 11 12 13 14 15 16 17 -6 -19 20 21 22 24 -24 -20 27 -22 -25 -29 -23
right_child=1 2 3 -5 5 6 8 -9 -10 -11 -12 -13 -14 -15 -16 -17 -18 18 19 -21 26 29 23 25 -26 -27 -28 28 -30 -31
leaf_value=0.0031905596236472358 0.003191403390558018 -0.0031689876734071641 -0.0031959073822018006 -0.0027691583277917164 0.0023690660738729993 -0.0018967914959766006 -0.001672508734709414 -0.0026637595041865982 -0.0007140500950029089 0.0027269598671930601 -0.0031891465078936771 -0.0017216398729646607 -0.0031911202108357265 -0.0031893463690684577 0.00057830039667047708 -0.0031899033104325928 -0.0031894603832211214 -0.0031946294356243509 -0.0031904535445201124 0.0020873860705528441 -0.0031910564444529092 0.0026239372749445444 -0.0024992383379105259 0.0030015926063339552 0.0012917335537332437 0.0031344884810666383 0.003193158517079952 -0.001924256006829385 0.0012739417729863618 0.00033869189277653956
leaf_weight=0.0036240443743054121 0.0035568796168661257 0.0041222900353545802 0.0037913336290813495 0.0051748321243394449 0.011987129362182714 0.0069535708480543681 0.002964262130262795 0.009879750768050144 0.0099327248126428458 0.024349900335039365 0.0051226801698476257 0.014595347414868343 0.0041237350911842432 0.0038064359930061178 0.13281415137129216 0.0066713302193619475 0.0052045360110071206 0.0085811232179366925 0.016064099933942082 0.0152441876462035 0.011380955863643294 0.013552822309861767 0.00839500598090126 0.0051476989610819137 0.0035813716795018982 0.0076009711965525631 0.0014941841363906869 0.01268988949360051 0.0092157865467470401 0.035107627537058761
leaf_count=23 86 5 67 25 22 19 12 103 29 234 181 144 44 198 488 188 166 20 337 17 220 28 26 5 21 8 1 81 20 303
internal_value=0 -8.29799e-05 -0.000112129 -8.02617e-05 -4.46064e-05 -1.36909e-05 0.000931246 -0.000135723 0.00145921 0.00224951 -6.05788e-05 -1.16063e-05 6.82194e-05 0.000111782 0.000153016 -0.000175533 -5.38376e-05 4.81317e-05 -0.00013978 4.8169e-05 -0.000202061 5.78684e-05 -0.000654097 0.000130481 -0.00237335 0.000767529 -0.00245016 0.000102504 -0.000578764 0.000975174
internal_weight=0 0.403107 0.39955 0.395427 0.390253 0.386461 0.0442005 0.342261 0.0372469 0.0273142 0.332381 0.327258 0.312663 0.308539 0.304733 0.171919 0.165247 0.160043 0.148056 0.139475 0.12423 0.111355 0.0626948 0.0430494 0.0196455 0.0346543 0.0128751 0.0270534 0.0219057 0.0486604
internal_count=3121 3098 3012 3007 2982 2915 294 2621 275 246 2518 2337 2193 2149 1951 1463 1275 1109 1087 1067 1050 829 498 140 358 114 221 106 101 331
is_linear=0
shrinkage=0.00318838


Tree=706
num_leaves=31
num_cat=0
split_feature=12 132 50 1 51 133 13 448 15 47 124 480 1 0 151 1 3 48 16 1 0 4 3 49 50 3 130 43 49 0
split_gain=0.0120105 0.0131975 0.0131411 0.012969 0.0135188 0.0125794 0.0200293 0.0161366 0.0131065 0.0138118 0.0130478 0.0127456 0.0140558 0.0200747 0.0119881 0.0103433 0.0186415 0.0108724 0.0130562 0.00972901 0.00896214 0.0095089 0.0153149 0.0129104 0.0103447 0.0129647 0.0144588 0.0116606 0.0150424 0.0124498
threshold=0.084100000000000022 0.081465000000000024 0.10647500000000001 0.13075500000000004 -0.076794999999999988 -0.065894999999999981 -0.0021749999999999994 -0.081729999999999983 0.035560000000000008 0.096175000000000024 -0.53285499999999997 -1.0000000180025095e-35 0.077845000000000011 -0.084044999999999995 -0.086654999999999982 0.094465000000000007 0.12178000000000001 0.086260000000000017 -0.076669999999999988 0.13743000000000002 0.18019500000000002 -0.49405499999999997 0.10732000000000001 -0.22491999999999998 0.10030500000000002 -0.091054999999999983 -0.082104999999999984 0.08845500000000002 -0.026779999999999995 -0.076899999999999982
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 3 4 -2 -1 7 -7 9 14 -9 -12 13 -13 -8 17 -17 18 -16 -11 21 -6 23 -23 25 27 -27 28 -25 -30
right_child=2 -3 -4 -5 20 6 8 10 -10 19 11 12 -14 -15 15 16 -18 -19 -20 -21 -22 22 -24 24 -26 26 -28 -29 29 -31
leaf_value=-0.0007422555885180683 -0.00095799150555983602 0.00076926001574203074 -0.0011495638690119134 0.00068774567604861718 -0.0009251419126650195 -0.0010755373448215176 0.00080109256228549182 -0.0011546980350536779 -0.00077711322851390036 -0.00094958176203880946 -0.0011513200642737005 -0.001149364612377353 0.0011181780527113612 0.00086004626238036716 0.00086830494042614437 0.00082442059884272017 -0.00035546954077140863 -0.0007855744477596998 -0.00022095288816429703 0.00014813647568177445 0.00099662940149813136 0.00061187098229985976 0.00084779062150969957 0.00097992593597172784 0.00076422495248437206 0.00041769824665708152 -0.00072183027946873105 -0.00087818476051375522 -0.00054622891872320423 0.00047028586919263359
leaf_weight=0.02535977672636136 0.027581877207637717 0.035720403070968132 0.017466596834992743 0.02393935222971777 0.019687619295382319 0.0078682456837668724 0.030939645715989172 0.0051253526471555224 0.030520163892788332 0.029486081577033474 0.004549442253619417 0.010140652822201446 0.063889673712310469 0.018585420286626686 0.018718557122610946 0.045152085710697065 0.029032405753241619 0.029742377721049706 0.064760835098695679 0.016682826841133647 0.0092194290482439101 0.024965132179204375 0.020866326586656214 0.021918835322139785 0.012433553644768836 0.017053332929208409 0.10619278076626415 0.017209307691700815 0.037911047105694706 0.027384493816043687
leaf_count=94 300 105 239 54 36 8 39 1 60 50 15 121 289 21 12 78 19 27 90 10 5 16 13 31 32 34 1044 29 188 61
internal_value=0 9.82869e-05 -0.000176092 -0.000129681 -0.000186829 4.26204e-05 9.17432e-05 0.000509722 -6.43197e-05 1.79236e-05 0.000631661 0.000725889 0.000818101 0.0001507 0.000138629 2.92607e-05 0.000362666 -0.000189191 2.3291e-05 -0.000552929 -0.000119271 -0.000152933 -9.97638e-05 -0.000174356 -0.000256105 -0.000311827 -0.000564156 -1.40168e-05 0.000156502 -0.00011991
internal_weight=0 0.466274 0.38383 0.366363 0.342424 0.430554 0.405194 0.110159 0.295035 0.264515 0.102291 0.0971652 0.0926157 0.0287261 0.218346 0.187406 0.0741845 0.113222 0.0834794 0.0461689 0.314842 0.305622 0.285935 0.265068 0.240103 0.22767 0.123246 0.104424 0.0872144 0.0652955
internal_count=3121 1039 2082 1843 1789 934 840 455 385 325 447 446 431 142 265 226 97 129 102 60 1489 1484 1448 1435 1419 1387 1078 309 280 249
is_linear=0
shrinkage=0.00114875


Tree=707
num_leaves=31
num_cat=0
split_feature=393 401 375 124 38 3 1365 1456 453 1348 1456 452 155 122 1 42 42 42 15 160 104 43 394 52 43 0 0 52 52 0
split_gain=0.00356212 0.00357666 0.00358689 0.0041924 0.00710369 0.00639331 0.0064084 0.00415152 0.00412125 0.0045446 0.00408759 0.004297 0.00415645 0.00417084 0.00525812 0.00467582 0.00545871 0.00761539 0.00808858 0.00681097 0.00552186 0.0052102 0.00615222 0.00470807 0.00686753 0.00560177 0.00904108 0.00631358 0.00603281 0.00522738
threshold=-1.0000000180025095e-35 0.10711000000000001 0.087420000000000012 -1.0000000180025095e-35 0.095410000000000009 0.31299000000000005 1.0000000180025095e-35 0.075120000000000006 0.10218000000000001 0.089175000000000018 -1.0000000180025095e-35 0.085195000000000007 0.088610000000000008 0.10544500000000001 0.12873500000000002 0.092145000000000019 0.088060000000000013 0.086665000000000006 0.10017500000000001 -1.0000000180025095e-35 1.0000000180025095e-35 -0.50216499999999986 0.15288500000000002 0.11434500000000002 -0.34140499999999996 -0.077809999999999976 -0.083914999999999976 -0.0064899999999999992 -0.046924999999999988 -0.17169499999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 6 7 8 9 10 11 -5 13 14 15 16 17 18 20 -18 23 -17 -23 24 -12 26 27 28 -26 -29
right_child=1 -3 -4 5 -6 -7 -8 -9 -10 -11 12 -13 -14 -15 -16 21 19 -19 -20 -21 -22 22 -24 -25 25 -27 -28 29 -30 -31
leaf_value=-0.0034521580454258366 0.0019279910853238506 -0.0033535971780512984 -0.002883755565522055 -0.0034525448622879547 -0.0034573205950637997 0.003452562981059849 -0.0034538841252446176 -0.0034522939633811513 -0.0034535767796635788 0.0034336958121465012 -0.0034009920903648599 0.0034555807635060064 -0.0027856598239711012 -0.0034543928206600617 0.0016478784461600791 0.0021108837489988066 -0.0028667374076699636 -0.0034098796578121955 -0.0026484018469158889 0.0022745858911333064 -0.0034548755940473491 -0.001914519980817278 0.0028179086383522869 -0.0011964618596318835 0.00011802497492809319 0.0017354867282772357 -0.0034133569934457308 0.0030483381480252651 -0.0034543370167825285 0.00071629455033502204
leaf_weight=0.0036444848245764652 0.025517817467289206 0.0038063632935916294 0.0050421942962657331 0.0070586872189721817 0.0032940640453489314 0.0060782700775519052 0.006725505595767344 0.0042242762666120362 0.0040886365682126771 0.0046146074726038924 0.0050101803748248122 0.0012646153336390853 0.0060546476860281464 0.0038812305137980721 0.025475735112706843 0.0055293890482062116 0.0035077214145076132 0.0074746552147644243 0.011718292522687079 0.024539466152162959 0.004546024327282793 0.034944744211514944 0.0036099476274102918 0.019851546554704669 0.046857391226808431 0.045219992421010616 0.0072951516865202839 0.015500391037676295 0.0063995314840212805 0.04379744721555312
leaf_count=58 224 141 31 282 10 96 56 227 10 26 48 1 170 6 94 9 91 69 74 89 7 346 2 84 116 177 216 32 66 263
internal_value=0 -2.4389e-05 8.17705e-06 4.61423e-05 0.00131229 -5.65409e-05 -0.000117623 -5.21037e-05 -9.63875e-06 3.25009e-05 -1.51271e-05 -0.00240295 4.67462e-05 0.000101161 0.000145494 1.15747e-05 0.000200093 1.21901e-05 0.000136241 0.00163159 0.00030403 -0.00102209 -0.00147141 0.000394 0.000579637 0.000700456 0.000309934 0.000551256 -0.000311242 0.00132589
internal_weight=0 0.392929 0.389122 0.38408 0.0288119 0.355268 0.34919 0.342464 0.33824 0.334151 0.329537 0.0083233 0.321213 0.315159 0.311278 0.285802 0.241718 0.213671 0.206196 0.0280472 0.194478 0.0440841 0.0385547 0.189932 0.17008 0.16507 0.11985 0.112555 0.0532569 0.0592978
internal_count=3121 3063 2922 2891 234 2657 2561 2505 2278 2268 2242 283 1959 1789 1783 1689 1332 1152 1083 180 1009 357 348 1002 918 870 693 477 182 295
is_linear=0
shrinkage=0.00345121


Tree=708
num_leaves=31
num_cat=0
split_feature=39 47 147 1 52 51 160 14 129 129 42 3 4 4 0 12 160 13 49 13 13 50 12 15 9 49 3 48 147 130
split_gain=0.00340274 0.00406029 0.00371971 0.00440391 0.00605355 0.00577945 0.00502841 0.00405253 0.00418848 0.00594145 0.00476851 0.00575066 0.004139 0.0063146 0.00833229 0.00799188 0.00763916 0.0069749 0.00678995 0.00513678 0.00714441 0.00767655 0.00549684 0.00435837 0.00809781 0.00608343 0.00389774 0.00388527 0.00537929 0.0047653
threshold=0.16946000000000003 0.14808500000000002 -1.0000000180025095e-35 0.094385000000000011 -0.43320999999999993 0.08955500000000001 -0.51146999999999987 0.076975000000000002 0.093925000000000008 0.092550000000000007 0.11159000000000001 -0.15121499999999996 -0.52556499999999995 -0.083854999999999985 -0.10011499999999998 0.088245000000000004 0.092070000000000013 -0.095304999999999987 -0.088694999999999982 -0.084034999999999985 0.11596500000000001 0.077805000000000013 -1.0000000180025095e-35 -0.098289999999999975 0.091600000000000015 -1.0000000180025095e-35 -0.12018999999999998 -0.086869999999999989 1.0000000180025095e-35 -0.23647499999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 5 -5 7 -6 8 9 10 11 -4 -13 19 18 -16 17 -17 -15 -14 21 22 -21 24 25 -20 -19 -8 29 -29
right_child=-2 -3 3 4 6 -7 27 -9 -10 -11 -12 12 13 14 15 16 -18 26 23 20 -22 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=-0.003385628114784176 0.00338647098837355 -0.0031824848348443848 0.0019188751556017463 -0.003384986472277599 -0.003385774863754628 -0.0023574928269078045 -0.0014989469049817969 -0.0033850208747692435 -0.0033846274731332161 0.0033611573376575565 -0.003384858741705491 -0.0033882268169424376 0.0023011540089958654 -0.0028929608467992279 -0.0030771990089836013 0.0020489620476149416 0.002422833952069295 0.0027581214656080739 0.001460415615736894 0.0033864709658255922 0.0028035317234877 0.0022919811991140193 -0.0029591573774009807 0.0014639279531320508 0.0033985567292107192 -0.0033874119301081792 -0.0028940734877775155 -0.0033907749009649958 0.0032910333319150467 0.0007076730466234098
leaf_weight=0.0037729575932416983 0.0032646440529333623 0.0047767292780918061 0.015673667408577785 0.0046345725347407543 0.0036435069794720212 0.014889992087084636 0.009136746768717785 0.0043946710434283878 0.004343456939409406 0.0057551439563212617 0.0050127547931850805 0.0046067465614214589 0.018338550215844407 0.006686867273117513 0.022428517107499608 0.0051678634003451398 0.0079970274417178189 0.0015267966713281558 0.0043100566045950464 0.0017629327776376149 0.0077348405537804856 0.0059105303144519885 0.013766833393518143 0.033068264561279641 0.0044006337411701671 0.0094848785296335354 0.016398722532571242 0.0033339147630613289 0.0091170784603491484 0.12577455347451405
leaf_count=20 23 13 35 118 20 230 32 66 98 5 138 10 51 23 532 16 59 5 9 4 35 19 212 75 1 71 470 3 71 657
internal_value=0 -8.27737e-05 -4.30858e-05 -8.93671e-06 0.000423976 -0.000324292 0.000540878 -0.000171983 -9.93388e-05 -2.42486e-05 -0.000129978 -3.8962e-05 -0.000226544 -0.00013493 -0.000575179 -0.00153779 -0.000427263 -0.00141423 0.000313815 0.000897918 1.58899e-05 -0.000989785 -0.0022388 0.000732108 -0.000597888 -0.00187277 -0.00241265 0.000637964 0.000779214 0.000601841
internal_weight=0 0.37785 0.373073 0.3693 0.15564 0.21366 0.151006 0.19877 0.194375 0.190032 0.184276 0.179264 0.16359 0.158983 0.11147 0.0535189 0.0310904 0.0230934 0.0579507 0.0475137 0.0291751 0.0214403 0.0155298 0.0512638 0.0181956 0.0137949 0.0179255 0.147362 0.138226 0.129108
internal_count=3121 3098 3085 3065 901 2164 783 1934 1868 1770 1765 1627 1592 1582 1261 1082 550 491 179 321 270 235 216 156 81 80 475 763 731 660
is_linear=0
shrinkage=0.00338353


Tree=709
num_leaves=31
num_cat=0
split_feature=1425 15 50 15 3 2 483 156 401 128 1365 11 1211 1 1374 1 1 158 16 133 41 160 1375 16 43 4 3 12 0 3
split_gain=0.00337826 0.00420469 0.00759416 0.00430125 0.00513152 0.00517683 0.0044503 0.0043771 0.00365548 0.00372858 0.00366378 0.00372113 0.00411426 0.00393295 0.00614752 0.00578764 0.0050908 0.00498613 0.00483142 0.00463155 0.0047095 0.00459986 0.00512516 0.00588351 0.00456309 0.00802551 0.0053157 0.00719607 0.0071713 0.00654471
threshold=1.0000000180025095e-35 -0.24436499999999997 0.11843500000000001 -0.18895499999999996 0.31299000000000005 -0.14451499999999998 0.086230000000000015 0.10499000000000001 0.10076500000000001 0.11596500000000001 0.087370000000000017 0.081790000000000015 0.083115000000000008 0.094385000000000011 -0.094929999999999987 0.092695000000000013 0.089770000000000016 0.084765000000000021 0.033715000000000009 0.18829500000000002 0.078475000000000017 -0.14580499999999996 -0.43996499999999994 -0.25582999999999995 -0.51144999999999985 -0.51843499999999987 0.092670000000000016 0.092355000000000007 -0.084269999999999984 -0.080734999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -3 5 -5 7 8 9 10 11 12 13 14 -7 16 17 19 21 20 24 -15 -23 -24 -16 -26 27 28 29 -27
right_child=-2 3 -4 4 -6 6 -8 -9 -10 -11 -12 -13 -14 18 15 -17 -18 -19 -20 -21 -22 22 23 -25 25 26 -28 -29 -30 -31
leaf_value=0.0024557628400917351 -0.0033912728928303755 -0.0025025103788858167 -0.0020084665962851952 0.0031611750551397482 0.0033847018784905012 -0.0033878954181727062 -0.0026425037447163234 -0.0033857445133150151 -0.0033846190390754804 -0.0033860179613705039 -0.0033862522576129819 -0.0021061966729089008 -0.0033842871279491107 -0.0017814836673516429 0.0024183002434187239 -0.0029262001607883803 0.0017272261789419057 -0.0033850818318004261 -0.00049280204525127644 -0.0033844350774239152 -0.0033845543709496873 -0.0012955798204703091 0.00057038355135015644 0.0026900943461188789 -0.003389329648418407 -0.0023825242312157328 0.0020138108888604215 -0.0025660915092714479 0.0013432552562408224 0.00028674565671374445
leaf_weight=0.017795807405349251 0.0034355748273355849 0.0084337175857882585 0.0057791063927652422 0.0054547575790593319 0.0048903425014259474 0.0063202601761531687 0.008077879364122964 0.0045698800317381929 0.0037174132910848803 0.0036970470763719723 0.0035455084525892735 0.008700412955874981 0.0037430680414729514 0.0055625277500439543 0.010293744677255745 0.0073732260157441934 0.020264851766739866 0.0050495138840176415 0.027232824592886118 0.0043946634168747769 0.0042013815877908192 0.0071234979918699528 0.02720513076815223 0.033389108516132637 0.0072151970781533089 0.015582949766546506 0.017391477478213346 0.011220491547831557 0.041247222230026664 0.032340084027708813
leaf_count=231 78 74 19 31 59 38 251 85 149 47 16 73 153 27 17 39 102 168 104 156 39 4 78 147 21 316 38 179 284 98
internal_value=0 -2.0188e-05 0.00136141 -0.000116484 -5.54691e-05 -0.000107248 -0.000163056 -9.8734e-05 -4.97748e-05 -8.87334e-06 3.28287e-05 7.38032e-05 0.000139855 0.0001864 -0.000109084 8.27619e-06 0.000136151 -8.03367e-05 0.000724067 3.56386e-05 0.000143387 0.00117629 0.00141925 0.0017384 0.000252945 7.46242e-05 0.000286822 -1.23581e-05 0.000308984 -0.000581211
internal_weight=0 0.361813 0.0235749 0.338238 0.329804 0.324914 0.319459 0.311381 0.306812 0.303094 0.299397 0.295852 0.287151 0.283408 0.182895 0.176575 0.169202 0.148937 0.100513 0.143887 0.139493 0.0732803 0.0677177 0.0605942 0.135291 0.124997 0.117782 0.100391 0.0891703 0.047923
internal_count=3121 3043 250 2793 2719 2660 2629 2378 2293 2144 2097 2081 2008 1855 1495 1457 1418 1316 360 1148 992 256 229 225 953 936 915 877 698 414
is_linear=0
shrinkage=0.00338353


Tree=710
num_leaves=31
num_cat=0
split_feature=1 47 12 50 48 4 14 50 15 51 393 393 42 376 402 43 131 52 484 43 1374 1374 1374 33 9 1 14 124 3 3
split_gain=0.0146816 0.0142972 0.0173286 0.0196971 0.0162611 0.0197241 0.0130093 0.0124786 0.0119283 0.0117124 0.0117185 0.0113394 0.0129196 0.0132545 0.0133963 0.0124756 0.0138952 0.0129662 0.0111916 0.0110572 0.0106974 0.0099013 0.0109296 0.0099816 0.0101687 0.00966283 0.00956659 0.0123398 0.0136488 0.0111136
threshold=0.10060500000000001 0.087885000000000019 -1.0000000180025095e-35 0.11610000000000001 0.12879500000000002 -0.033174999999999989 -0.46885499999999997 0.10124500000000002 0.040760000000000005 -0.10748999999999999 0.091220000000000009 0.086030000000000009 -1.0000000180025095e-35 0.088235000000000008 -0.50169499999999989 -0.12152999999999999 0.087580000000000005 0.19022000000000003 0.087410000000000002 -0.096754999999999994 0.093750000000000014 -0.094929999999999987 -1.0000000180025095e-35 -0.0066799999999999993 0.091600000000000015 0.10781 0.062655000000000016 -0.027784999999999997 -0.15956499999999998 0.092670000000000016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 2 -2 4 5 8 -7 9 -4 -1 11 12 13 14 -11 -14 17 19 -16 -17 -8 -21 -23 -24 26 -3 27 -25 -29 -30
right_child=1 25 3 -5 -6 6 20 -9 -10 10 -12 -13 15 -15 18 16 -18 -19 -20 21 -22 22 23 24 -26 -27 -28 28 29 -31
leaf_value=-0.0012196100753657344 0.0010513739686293906 -0.00093384555822644162 0.00026947197723622328 -0.0012203811745991177 -0.0005056416479179537 -0.00030495778657196247 0.0009790441716109482 -0.0012199286225298934 -0.0012216917163969726 0.00063177152752078784 -0.0012206584946273618 0.00082182415254100779 0.0005440717837367679 0.0011587873604593209 -0.0011501476152493779 -0.0011395549417908071 -0.0010570637853767339 -0.0012205582217140159 0.0010273391492952547 -0.00074872216921926128 -0.00029996219238784732 0.0010973453229069113 -0.0011370751044297641 0.0012201755371990665 0.0012316863936106277 -3.0118791418144881e-05 -0.0012204471614590438 0.00095968568878972193 -0.00017810584877671091 0.000436232092186212
leaf_weight=0.0143302190799659 0.040753864367161441 0.020617178710381268 0.017888462544306094 0.013908988534240052 0.031993598178814864 0.017112567875301465 0.091567356796076638 0.016054140653238846 0.014381475884874817 0.0087179438287421362 0.013640563029639452 0.020109327077648231 0.04886508911204146 0.0057851406672853036 0.049981955723751526 0.012586777095748403 0.021674889157111465 0.013722526647825362 0.0037725515404645185 0.023292280677196686 0.01087202740018256 0.014797133102547377 0.010602864582324401 0.013078516374662286 0.0107336959335953 0.11945449735776492 0.0089043288317043334 0.020963855589798186 0.22745478216796755 0.054186598127671459
leaf_count=179 236 32 76 25 21 10 185 280 21 21 83 18 66 5 522 27 105 102 9 37 12 4 18 29 2 168 32 22 734 40
internal_value=0 0.000145989 0.000327558 0.000178369 0.000284209 0.000450656 0.000678941 -0.000159322 -0.000395083 -0.00013081 -0.000104042 -7.72839e-05 -0.00011021 -0.000606518 -0.00076999 -3.97602e-05 -0.0001058 -5.55504e-05 -0.000997329 -1.52407e-05 0.000843302 2.16108e-05 7.13522e-05 2.74648e-05 6.42875e-05 -0.000163139 2.56831e-05 6.08321e-05 1.07256e-05 -5.99099e-05
internal_weight=0 0.37855 0.238478 0.197724 0.183815 0.151822 0.119552 0.613255 0.0322699 0.597201 0.582871 0.56923 0.549121 0.0682576 0.0624725 0.480863 0.431998 0.410323 0.0537545 0.396601 0.102439 0.384014 0.360722 0.345925 0.335322 0.140072 0.324588 0.315684 0.302605 0.281641
internal_count=3121 786 586 350 325 304 207 2335 97 2055 1876 1793 1775 557 552 1218 1152 1047 531 945 197 918 881 877 859 200 857 825 796 774
is_linear=0
shrinkage=0.00121906


Tree=711
num_leaves=31
num_cat=0
split_feature=51 1 50 51 14 51 0 50 401 376 48 51 2 48 14 0 1 0 0 12 43 4 3 131 3 133 52 52 52 52
split_gain=0.00330727 0.00351234 0.0049052 0.00511164 0.00420076 0.00435829 0.00416729 0.00413005 0.00523504 0.0040038 0.00390379 0.00776414 0.00580873 0.00945845 0.00873526 0.00588622 0.00533074 0.0046161 0.00436099 0.00366637 0.00369982 0.00657673 0.00717961 0.00487127 0.00431704 0.00474433 0.00503225 0.00468298 0.00574894 0.00664706
threshold=-0.43017499999999992 0.104035 0.10124500000000002 -0.10748999999999999 0.062655000000000016 -0.090529999999999985 1.0000000180025095e-35 0.10030500000000002 0.083100000000000021 0.048375000000000008 0.12879500000000002 0.12808000000000003 0.10467500000000002 -0.086869999999999989 -0.23083499999999998 -0.084674999999999986 0.12958500000000003 -0.053834999999999994 -0.10324499999999999 0.10742000000000002 -0.15582499999999996 -0.49405499999999997 -0.16186999999999999 0.088845000000000021 0.14121000000000003 -0.11008499999999999 0.15915500000000002 0.14295500000000003 0.10160000000000001 0.077655000000000016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 -5 10 8 9 19 12 -12 16 -14 15 -15 18 -18 -3 20 -7 -22 -23 24 25 -24 27 28 29 -27
right_child=1 6 -4 4 -6 7 -8 -9 -10 -11 11 -13 13 14 -16 -17 17 -19 -20 -21 21 22 23 -25 -26 26 -28 -29 -30 -31
leaf_value=-0.0037378044437272372 -0.0037365196842558276 -4.8627959967906985e-05 -0.003736714395531577 0.0025239001561480827 -0.0037371941854492724 0.0011817572075462407 0.0033124395063454737 0.0034435947928276611 -0.0037367158669897047 0.0020499756136513969 -0.0033582360788080583 0.00091677530255182874 -0.0029213674647859253 -0.001955728634708317 0.0033225721525128558 0.0029834994664284997 0.0035183076923185059 -0.00056402271421064794 -0.0029601004836358404 -0.003739394147995696 -0.0037421371375775596 0.0036859466736550383 -0.0037363418212329677 -0.0032192307858472445 0.0029649009698240547 -0.00048587226431536136 -0.0037379900463752063 0.0037240355863236837 -0.0037404114221883649 0.0017840088391338053
leaf_weight=0.0033725636569883468 0.0055907851540126776 0.017585513842959699 0.0056415483817673353 0.0088386782575469169 0.0043873046682563191 0.024053779938924436 0.0068580152606330094 0.0043546056585910256 0.0057820898539659984 0.011089953977489131 0.010894421719967795 0.013007282656872121 0.0058518262858342487 0.0095189055872424433 0.029076813062175688 0.0052101258282846183 0.0076935916263209947 0.0077686464140356293 0.012133285502670788 0.0041348739965272321 0.007772061647415284 0.0062987713627080657 0.0055617232320059875 0.0080130733256567055 0.005685242809704504 0.08256648298942082 0.0053856873021231868 0.0044270827693253514 0.0060327434909055446 0.023024441566462883
leaf_count=81 141 25 291 71 72 82 135 6 204 52 28 37 16 24 199 50 36 19 96 105 37 20 136 230 10 571 95 4 76 172
internal_value=0 -2.08795e-05 -0.000296579 -0.000209549 -0.000118851 -4.4329e-05 0.000481008 -0.000155503 -0.000233933 -0.000129559 0.000317474 -0.00103178 0.00065752 0.00153939 0.00213528 -0.000208567 -0.000311727 0.00146723 -0.00123729 -0.000261673 -0.000181257 -0.000393096 -0.000216022 -0.000390708 -0.000219886 -0.000362457 -0.000207935 -4.41125e-05 -0.00019356 9.08263e-06
internal_weight=0 0.354239 0.228641 0.222999 0.217409 0.213021 0.125598 0.204183 0.199828 0.194046 0.11874 0.0239017 0.0948387 0.0496577 0.0438058 0.014729 0.045181 0.0154622 0.0297188 0.182956 0.178821 0.154767 0.146995 0.140696 0.132683 0.126998 0.121436 0.116051 0.111624 0.105591
internal_count=3121 3040 2375 2084 1943 1871 665 1800 1794 1590 530 65 465 289 273 74 176 55 121 1538 1433 1351 1314 1294 1064 1054 918 823 819 743
is_linear=0
shrinkage=0.0037357


Tree=712
num_leaves=31
num_cat=0
split_feature=39 42 42 132 128 43 376 130 151 1348 1456 452 1425 15 1456 1374 11 156 1 43 4 52 48 1374 13 49 51 15 16 0
split_gain=0.00316841 0.00374915 0.00432768 0.00364884 0.00335898 0.00357169 0.00500058 0.00426341 0.00350794 0.0033973 0.00392258 0.00367656 0.00329378 0.00539915 0.00659641 0.00479631 0.00443047 0.00403634 0.0038214 0.00729224 0.00730286 0.00514211 0.00483176 0.00621382 0.00451237 0.00488757 0.00788649 0.0110739 0.00452252 0.00438196
threshold=0.16946000000000003 -0.11466499999999999 -0.106335 0.081465000000000024 0.086435000000000012 0.24789500000000006 0.088055000000000008 1.0000000180025095e-35 -0.5145249999999999 0.090205000000000021 -1.0000000180025095e-35 0.085195000000000007 1.0000000180025095e-35 -0.24436499999999997 0.085665000000000005 0.093235000000000012 0.087925000000000017 0.091255000000000017 0.10060500000000001 -0.12152999999999999 -0.49405499999999997 0.15915500000000002 0.096390000000000017 -0.094929999999999987 -0.075129999999999988 0.0093850000000000027 0.123935 -0.099734999999999976 0.052820000000000013 -0.23091999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 -1 5 6 7 8 -4 10 11 -10 13 14 -12 16 17 18 19 -15 -21 22 23 -22 -20 26 27 -26 -29 -25
right_child=-2 2 4 -5 -6 -7 -8 -9 9 -11 12 -13 -14 15 -16 -17 -18 -19 24 20 21 -23 -24 29 25 -27 -28 28 -30 -31
leaf_value=-0.0025377908789794039 0.0033199260662744004 0.0026085110157469359 -0.0029825036674590933 0.0028910823611072315 -0.0029050665702000373 -0.0019172111873223233 0.0032971026773966367 -0.0032201333946814447 -0.0033183773057774801 0.003270223631178109 0.0027497985497974787 0.003320762497261545 -0.0033237561248397611 0.0018263038374723675 -0.0033185286482255928 -0.0032520956138410335 -0.0027902904252026465 -0.001848856773706472 0.0022181870371177329 -0.0032967412079225166 -0.0033209805663302152 -0.003091644260913138 0.0021204153929130004 0.0030821390740804764 -0.0028185882997657542 0.0023335141706974857 -0.0033247344321173902 0.002755341929739588 -0.00016318470133892661 -0.00012330277982455708
leaf_weight=0.010933891101075233 0.003047287592949032 0.0068028961776462884 0.0041806769766026255 0.0015562062087610693 0.0045183777618262857 0.01060364950958359 0.005103692678233073 0.004496099286200205 0.0062979776517835253 0.0036224718744506381 0.014832922504666612 0.0010743991006165743 0.0030575249371622695 0.02035434275848047 0.0022731870158168013 0.0048391913784371346 0.0057777523913955511 0.010664149197737061 0.019995485355934761 0.0083923803896368554 0.0064992281699005608 0.006089363518228196 0.011105506311167801 0.0049001600607993931 0.0082335115457681241 0.01084741420163482 0.0071854000179882851 0.015089614321141198 0.0095337320108228596 0.11090411640256549
leaf_count=153 23 20 47 16 98 143 60 216 251 31 187 1 73 109 8 32 48 117 100 30 26 140 84 9 11 33 10 84 43 918
internal_value=0 -7.76837e-05 -9.61092e-06 -0.00186138 -6.51877e-05 -2.45753e-05 4.11487e-05 -1.41971e-05 3.45407e-05 7.78006e-05 3.76389e-05 -0.00235084 0.000100398 0.000138124 0.00194339 1.95376e-05 8.14851e-05 0.000147909 0.000236956 -3.5233e-05 -0.000291438 -0.000110636 2.54306e-05 -0.0001648 0.000882994 0.000358372 -0.000176692 0.000511747 0.00162534 1.23328e-05
internal_weight=0 0.339765 0.327275 0.0124901 0.320472 0.315954 0.30535 0.300247 0.295751 0.29157 0.287947 0.00737238 0.280575 0.277517 0.0171061 0.260411 0.255572 0.249794 0.23913 0.168245 0.147891 0.139498 0.133409 0.122304 0.0708852 0.0508897 0.0400423 0.0328569 0.0246233 0.115804
internal_count=3121 3098 2929 169 2909 2811 2668 2608 2392 2345 2314 252 2062 1989 195 1794 1762 1714 1597 1316 1207 1177 1037 953 281 181 148 138 127 927
is_linear=0
shrinkage=0.00331719


Tree=713
num_leaves=31
num_cat=0
split_feature=9 457 48 1 1456 3 3 151 1 15 455 128 2 43 130 43 33 9 15 133 159 52 13 454 15 133 15 16 1 475
split_gain=0.00310781 0.00299812 0.00403897 0.00583893 0.00390904 0.00372441 0.00745456 0.00363418 0.00328651 0.0047614 0.00443197 0.00391335 0.00365173 0.00345657 0.00414618 0.00409646 0.00441302 0.00482658 0.00404086 0.00556533 0.00578607 0.0045389 0.00624547 0.00437963 0.00461637 0.00415658 0.00414022 0.00398288 0.00414196 0.00587567
threshold=-0.036024999999999995 0.080930000000000016 0.12879500000000002 0.093575000000000019 -1.0000000180025095e-35 0.090900000000000009 -0.080634999999999984 -0.089594999999999994 0.11588000000000001 0.091915000000000011 -1.0000000180025095e-35 0.086435000000000012 0.14753000000000002 -0.08287499999999999 -0.083084999999999992 -0.081674999999999984 -0.0066799999999999993 0.088235000000000022 0.088235000000000022 -0.0061299999999999992 0.10382000000000001 0.11434500000000002 -0.086804999999999979 -1.0000000180025095e-35 0.035560000000000008 0.090665000000000009 -0.09551999999999998 -0.094359999999999986 0.10374500000000002 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 4 3 5 -2 6 7 -3 9 11 -11 13 -10 14 -6 -15 -17 18 19 20 -18 22 25 -24 27 -21 -23 -25 -29 -30
right_child=1 2 -4 -5 8 -7 -8 -9 12 10 -12 -13 -14 15 -16 16 17 -19 -20 21 -22 26 23 24 -26 -27 -28 28 29 -31
leaf_value=0.0035935213719107484 -0.003591338005617597 -0.0023452902008587813 -0.0017858772710630641 0.0028917521679577827 -0.0035918709453353266 0.0021803171883600547 -0.0033766671087283638 0.0021067767854999445 0.0002681109060681528 0.0035961101127345665 -0.0028406849815080138 -0.0030809085542287834 0.0031543224615499885 -0.0033423027402924299 0.00094914839795658384 -0.0035938524088359623 -0.0030622597613923115 0.0029602519770666109 0.0013830185188411083 0.0024632634229524038 0.003582286342357193 0.00072908066108391505 -0.0035936001887609194 0.0015899224671746968 -0.003593681698683268 -0.00080672523953311014 -0.0035946171521319551 -0.0017748005461057741 -0.0031200177302805649 0.0027973220248900541
leaf_weight=0.0029923023169402532 0.0043959319472577354 0.003111725593043956 0.0072166539102909147 0.015493508784061305 0.002748031055205046 0.0084425709374045255 0.0079720379340528797 0.0098358567047398537 0.049362049067099179 0.0015204766532406202 0.01483330420103357 0.006002523492334432 0.0063825533504484602 0.0059188600956829865 0.045740817704867709 0.0050251426664544843 0.016313549138367023 0.0060756191051041233 0.01577812048824967 0.018647065050956257 0.0018848666296662478 0.0042550069915705544 0.0055535583931032298 0.015650050170123102 0.004727984631855974 0.0068537818301876987 0.008680122703438542 0.017001867056784199 0.0030407367641771543 0.007498665697994511
leaf_count=89 277 49 7 108 24 15 35 34 229 1 373 142 92 41 413 17 398 12 146 92 7 24 14 50 64 20 60 220 29 39
internal_value=0 -8.25167e-05 0.000707246 0.00110835 -0.000232667 0.000167311 -0.000645082 0.0010368 -0.000177881 -0.000380375 -0.00224223 -0.000226125 0.000598572 -0.000136593 0.000691793 -0.000417671 -0.000291304 -0.000165542 -0.000316402 -0.000559925 -0.00237406 -0.000200717 0.000122216 -0.000575089 -0.000225262 0.0015844 -0.00217234 0.000143466 -0.000678469 0.0010901
internal_weight=0 0.325963 0.0520724 0.0448557 0.273891 0.0293622 0.0209196 0.0129476 0.269495 0.21375 0.0163538 0.197396 0.0557446 0.191394 0.0484888 0.142905 0.136986 0.131961 0.125885 0.110107 0.0181984 0.0919088 0.0789737 0.0534729 0.0479193 0.0255008 0.0129351 0.0431913 0.0275413 0.0105394
internal_count=3121 3032 248 241 2784 133 118 83 2507 2186 374 1812 321 1670 437 1233 1192 1175 1163 1017 405 612 528 416 402 112 84 338 288 68
is_linear=0
shrinkage=0.00359063


Tree=714
num_leaves=31
num_cat=0
split_feature=123 133 15 1456 1 51 50 52 48 51 148 2 14 0 1 42 403 15 474 43 131 43 33 9 0 0 1186 42 43 16
split_gain=0.0117906 0.0125567 0.00909829 0.00785096 0.00798372 0.00967615 0.00980137 0.00901416 0.0098961 0.0134021 0.0117176 0.0118152 0.0104391 0.0140637 0.0100988 0.00773582 0.0127028 0.0119778 0.0103161 0.0088695 0.0101458 0.00910921 0.00768522 0.00811707 0.00763047 0.0138666 0.00745373 0.0119061 0.00904173 0.00876818
threshold=1.0000000180025095e-35 -0.089569999999999983 -0.024814999999999997 0.075120000000000006 0.104035 -0.10748999999999999 0.10124500000000002 -0.43320999999999993 0.12879500000000002 0.13705500000000001 -0.07990499999999999 0.10467500000000002 -0.22253999999999999 -0.15202999999999997 0.13075500000000004 -1.0000000180025095e-35 0.03138500000000001 0.088345000000000021 0.086870000000000017 -0.12152999999999999 0.08844500000000001 -0.096754999999999994 -0.0066799999999999993 0.091600000000000015 -0.10324499999999999 -0.033209999999999996 0.085175000000000015 0.092145000000000019 0.13895500000000002 0.38525000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 4 5 -1 15 -6 10 -10 -9 14 13 -13 24 16 -7 18 -18 -17 21 -21 -23 26 -12 -26 27 28 29 -24
right_child=1 2 -4 -5 7 6 -8 8 9 -11 11 12 -14 -15 -16 19 17 -19 -20 20 -22 22 23 -25 25 -27 -28 -29 -30 -31
leaf_value=-0.0012195910486540733 -0.0008695182872312453 0.0011093127769938415 0.0001008373866794087 -0.0012196049648211483 -0.0012198513083898632 -0.0011592476028077156 -0.0012197116646970284 -0.0011211449228767246 -0.0011688371794353126 0.00021907868033640339 0.00021186451044797198 -0.0010000017891503227 0.0009961464733257157 0.00090836361558335158 0.00063386871080282285 0.00051340295684020629 -0.0010961075683053744 0.0009023588170604909 0.001220601462693039 -0.001222328909812167 -0.0011639460419056891 -0.0012210129936613037 -5.5888085767454359e-06 0.0012276633224922774 -0.0011956087390732986 0.00064019892629311223 0.0010634626950531162 -0.00089197788185061582 0.00078145139694368925 -0.001222468703545214
leaf_weight=0.012746780777831646 0.0090767565479836776 0.031186293697373912 0.023173767943035273 0.0090559469426807482 0.0073162604849130721 0.025769726214662114 0.012165811989291342 0.0083773805090459064 0.01802392825629795 0.024251037266367348 0.028118598143919371 0.010770047578262165 0.054232542236263725 0.012285115302802296 0.029252291822672305 0.038106883752334397 0.014490065474944913 0.012798837475884284 0.0035577893722802392 0.0097584965101304988 0.01299770788045862 0.0077693384082522235 0.21208247288569737 0.0078826782846590504 0.02144093240985967 0.0085540646468871273 0.0090098268701694906 0.023523871962993326 0.02097145314064619 0.0091805675392606645
leaf_count=179 18 194 53 238 67 497 216 15 23 25 21 5 158 45 61 64 101 33 5 27 102 16 589 3 66 15 3 228 18 36
internal_value=0 0.000457774 0.000679398 -9.23026e-05 -7.6727e-05 -0.000173221 -0.000141469 0.000110872 0.000156091 -0.000372659 0.000285275 0.000356832 0.00070403 1.68849e-05 4.96851e-05 -0.00010931 -0.000527486 2.95537e-07 -0.000639413 -4.19119e-05 -0.000109482 -6.38237e-05 -2.48964e-05 7.98173e-06 -0.000244372 -0.000672068 -2.70091e-05 -6.39786e-05 1.64301e-05 -5.60792e-05
internal_weight=0 0.0634368 0.0543601 0.66449 0.655435 0.432812 0.420066 0.222622 0.215306 0.042275 0.173031 0.164654 0.0772877 0.0230552 0.0873659 0.4079 0.0566164 0.0308467 0.0180479 0.351283 0.313176 0.300179 0.29042 0.282651 0.0581136 0.029995 0.274768 0.265758 0.242234 0.221263
internal_count=3121 265 247 2856 2618 2117 1938 501 434 48 386 371 208 50 163 1722 636 139 106 1086 1022 920 893 877 102 81 874 871 643 625
is_linear=0
shrinkage=0.00121906


Tree=715
num_leaves=31
num_cat=0
split_feature=51 156 15 31 30 1213 475 51 52 14 157 4 12 376 33 484 158 48 51 1186 454 16 403 40 51 38 3 1 15 47
split_gain=0.00294258 0.00286671 0.00289007 0.0028128 0.00284424 0.0027869 0.00354652 0.00307137 0.00313871 0.00475133 0.00413285 0.00522239 0.00507757 0.00370106 0.0042818 0.00396097 0.0043736 0.00370741 0.0062653 0.00412999 0.00412784 0.00428075 0.00462912 0.00365285 0.003817 0.00379135 0.00574481 0.00363607 0.00479021 0.00592182
threshold=-0.43017499999999992 -1.0000000180025095e-35 -0.47006499999999996 -1.0000000180025095e-35 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.086004999999999984 -0.42597499999999994 -0.24164999999999998 0.076175000000000007 -0.076494999999999994 -0.16363499999999997 0.082095000000000015 0.048375000000000008 -0.0066799999999999993 0.091880000000000003 0.090905000000000014 0.12879500000000002 0.13455000000000003 0.091245000000000007 -1.0000000180025095e-35 -0.51370499999999997 -0.083259999999999987 -0.08292999999999999 0.13529500000000003 0.10828500000000001 0.10299500000000002 0.12577000000000002 -0.11713499999999999 0.085270000000000026
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 -4 -5 6 -6 -7 -9 10 11 -10 -13 14 -12 16 17 19 -19 20 -16 -22 -23 -24 25 26 27 28 -25 -30
right_child=1 2 3 4 5 7 -8 8 9 -11 13 12 -14 -15 15 -17 -18 18 -20 -21 21 22 23 24 -26 -27 -28 -29 29 -31
leaf_value=-0.003318896518204334 -0.0033177407437106417 0.0029179348838677586 0.0033196608002439842 -0.0033225760626538273 0.0033182651198781932 0.0032168542484339855 -0.0026741525277623477 -0.0012610078476093208 -0.0033194658014829622 -0.0029275415769730103 -0.0032002257644481889 0.0028530985202826604 -0.0013528097921852299 0.0016930775937378283 -0.0021413043744560895 -0.002578798464473865 -0.0026927384590822237 -0.0032354185355440166 0.00091460440524141655 -0.0033185357531716224 0.0019257264952079046 -0.0031991381646935802 -0.0019265483488378056 -0.0021700766900700839 -0.0023729709977217414 -0.0021959531101762198 0.0023969899609136858 0.0033196379876792646 0.00019522621622100118 0.0025048166046981162
leaf_weight=0.0029928939998171691 0.0028645445555639517 0.0037310150523808252 0.0027521912683994279 0.0028927607345394781 0.0012638933840207756 0.0033059533682262545 0.0077550711795950633 0.020176917359052027 0.0022152155459025371 0.0056064559869071209 0.0047016889488986626 0.0164207015205875 0.0039106782316764557 0.013939156701951561 0.0071057593662828813 0.0063791917735045436 0.0061181820465634465 0.0089283010398162332 0.0072562859750178168 0.0034548992643976808 0.019030444185546003 0.0041382193697643279 0.0073858991465840509 0.0080745888182036651 0.0050623057277334729 0.0053191424558463032 0.018237989514261699 0.0045496497164094754 0.10170314523168855 0.01388350569038721
leaf_count=81 159 106 56 2 4 5 485 232 17 70 18 48 164 93 40 88 93 25 21 26 94 310 37 81 29 9 85 28 580 35
internal_value=0 -1.42713e-05 1.57412e-05 -1.90124e-05 -4.87669e-05 -1.78103e-05 -0.00183439 3.73714e-05 1.57e-06 9.47409e-05 0.00015801 0.00151713 0.00204411 3.30707e-05 -6.6956e-05 -1.95217e-06 7.26827e-05 0.000151697 -0.00137477 0.000276506 0.000340367 0.000434474 0.000265906 0.000353224 0.00046059 0.000555105 0.000655025 0.000407231 0.00030008 0.000472639
internal_weight=0 0.318164 0.315299 0.311568 0.308816 0.305923 0.00901896 0.296904 0.293598 0.273421 0.267815 0.0225466 0.0203314 0.245268 0.231329 0.226628 0.220248 0.21413 0.0161846 0.197946 0.194491 0.187385 0.168354 0.164216 0.15683 0.151768 0.146449 0.128211 0.123661 0.115587
internal_count=3121 3040 2881 2775 2719 2717 489 2228 2223 1991 1921 229 212 1692 1599 1581 1493 1400 46 1354 1328 1288 1194 884 847 818 809 724 696 615
is_linear=0
shrinkage=0.00331719


Tree=716
num_leaves=31
num_cat=0
split_feature=52 52 47 1 52 474 51 124 148 151 2 51 3 51 51 0 16 16 16 4 42 15 403 13 13 48 52 0 133 147
split_gain=0.00291524 0.00393571 0.00424782 0.00472447 0.00534426 0.00455276 0.00446255 0.0049466 0.00535259 0.00461694 0.00547999 0.00420843 0.00470026 0.00490272 0.00411378 0.00498435 0.00705218 0.00519348 0.00513126 0.00833505 0.00603407 0.00540813 0.00448889 0.00428694 0.00654429 0.00382113 0.00370117 0.00368326 0.00360745 0.00353747
threshold=0.19022000000000003 0.13389000000000004 0.13148500000000005 0.10337500000000001 0.11434500000000002 -0.14697499999999997 0.123935 -0.51664499999999991 -0.080634999999999984 -0.29526499999999994 0.10467500000000002 -0.10748999999999999 0.090900000000000009 0.088210000000000011 0.067785000000000012 -0.077809999999999976 -0.51370499999999997 -0.091354999999999978 -0.083539999999999989 0.053180000000000012 0.083995000000000014 0.15614500000000003 0.097240000000000007 -0.036034999999999991 -0.087714999999999987 0.10990500000000002 -0.081934999999999994 -0.11991499999999998 -1.0000000180025095e-35 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 11 -5 7 -7 -9 -10 25 -1 13 14 15 16 -13 -18 20 21 -19 27 23 24 -17 28 -16 -20 -11 -2
right_child=29 -3 -4 5 -6 6 -8 8 9 10 -12 12 -14 -15 26 22 17 18 19 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0031889632225017561 -0.0016688770290599895 0.0016950193761294222 -0.0018608959292779458 -0.0031932024749863914 -0.0031921303009277658 -0.0031934927692629607 -0.00083521870316095306 -0.0024124957554690859 -0.0024336471664366723 -0.0012318660280000767 0.0028130225675459665 0.0019998457633262851 0.0010982136130042487 -0.0027056953568578013 -0.00040040769660120264 0.0017356011564393305 -0.0031755699282370185 -0.003189075101557675 -0.00070180653067801403 0.0011640960171980499 0.0020573124575327742 0.0031915703956235612 -0.0031903078492195895 0.0013897398578191925 -0.0031497906117327959 -0.0027134277290485754 0.0028055625688660443 -0.0031897199949776174 0.0017828620301684921 0.0025934874210375145
leaf_weight=0.0044864513227409466 0.018199944298103787 0.013923345624860417 0.012467818481354698 0.0029677486085688534 0.0060350437478149379 0.0025283750728704027 0.013530262805943494 0.0036092642201310801 0.0027648186987789805 0.0050047881895096671 0.027173064438756001 0.0078300791598167052 0.029451764480143083 0.0081288896328857163 0.0064384580151113377 0.0051343644007033609 0.011231656437921345 0.0028362611644752187 0.0084568681598966543 0.010172897437428219 0.010401719551310862 0.0018125274218618861 0.0031364489726399816 0.030271241698443418 0.0060980387235858311 0.0028146789209131376 0.0084848349632693498 0.021248296822875549 0.020823644892374205 0.002220936366938985
leaf_count=198 345 54 43 16 54 3 40 19 13 30 298 36 71 152 15 24 238 123 45 29 77 2 29 135 149 10 32 670 166 5
internal_value=0 4.11626e-05 -4.24692e-05 4.37772e-05 -0.000242029 0.000683035 0.00083005 0.0011782 0.00135593 0.00158811 0.00178732 -0.000140652 -6.07374e-05 -0.00030165 -0.000155325 -0.000353796 -0.000861432 -0.00120006 -0.000796118 -0.00134525 0.000933264 -0.00215518 0.000487602 0.000765543 -0.000916664 0.000814263 0.00142239 -0.00248143 0.0011987 -0.00120531
internal_weight=0 0.289264 0.27534 0.262872 0.181656 0.0812166 0.0782489 0.0647186 0.0621903 0.058581 0.0558162 0.175621 0.171134 0.141683 0.133554 0.11863 0.0739903 0.0661602 0.0549286 0.0416906 0.013238 0.0315177 0.0446401 0.0415036 0.0112324 0.0286431 0.0149233 0.0297052 0.0258284 0.0204209
internal_count=3121 2771 2717 2674 2079 595 579 539 536 517 504 2025 1827 1756 1604 1557 1220 1184 946 746 200 717 337 308 173 206 47 715 196 350
is_linear=0
shrinkage=0.00318838


Tree=717
num_leaves=31
num_cat=0
split_feature=39 42 123 133 14 1366 1456 4 47 15 41 155 160 151 0 3 0 16 4 52 129 13 43 4 12 16 44 43 457 9
split_gain=0.00302671 0.0033935 0.00354078 0.00531614 0.00375368 0.00332138 0.0031889 0.0033113 0.00569981 0.00491376 0.003775 0.00344758 0.00306593 0.00354754 0.0030311 0.00457535 0.00378287 0.0043176 0.00564593 0.0042783 0.00331453 0.0039598 0.00542065 0.00487602 0.00772552 0.0047086 0.00452466 0.00395428 0.00381865 0.0039395
threshold=0.16946000000000003 -0.11466499999999999 1.0000000180025095e-35 -0.089569999999999983 0.087740000000000012 -1.0000000180025095e-35 0.075120000000000006 0.24564500000000003 0.12431000000000002 -0.11713499999999999 0.079395000000000007 0.088610000000000008 -0.080409999999999995 -0.16239999999999996 -0.10011499999999998 -0.10831999999999999 -0.10224499999999999 -0.013324999999999998 0.033845000000000007 -0.091869999999999993 0.092550000000000007 -0.061684999999999997 -0.17390999999999998 -0.083854999999999985 0.088245000000000004 0.25084500000000004 0.13799000000000003 1.0000000180025095e-35 -0.084684999999999996 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 5 -4 -5 -3 7 9 12 -7 11 14 -9 -14 16 -16 17 18 -11 -19 21 23 -23 25 -25 -17 28 -26 -24 -30
right_child=-2 2 3 4 -6 6 -8 8 -10 10 -12 -13 13 -15 15 20 -18 19 -20 -21 -22 22 26 24 27 -27 -28 -29 29 -31
leaf_value=-0.0021989359515558644 0.0038897310866696185 -0.0031160634235963235 -0.0027665192112023619 0.0030311291268858296 -0.0035709044323278291 -0.0031780210312182815 -0.0038875167284927233 -0.0011295300786492793 -0.0024333019143426963 0.00064276153557968774 -0.0037371587750919372 -0.0038880999851420251 -0.0028276932550715529 0.0024697883660691213 0.0010703723364199069 0.0038604556231249636 0.0030342195380504118 -0.00040657206388332605 -0.0021899574437504623 0.0033460765200309457 0.0021746579926038966 0.00096502911247012041 0.0038909038436699124 -0.003793818182641278 0.0007408236032744374 -0.00048046285334666901 0.0022783953737810316 -0.0038873707957247389 0.0038893755108490046 -0.0038360655875482041
leaf_weight=0.011073155912463051 0.0029178476213473905 0.0054970611827798157 0.0035455039843554905 0.015349821943587472 0.0014213661743269759 0.008097559514681052 0.0032510264776206546 0.0052277546116243903 0.0061981608778296495 0.032746989638468449 0.0042007303515845243 0.0034110245840466282 0.0020526907374005523 0.027384909285188996 0.027109002191309628 0.0073050873911171196 0.0089270521687012661 0.007482805499478217 0.015735788753090674 0.011867709121247572 0.005521704555917494 0.0077326836870383877 0.0011003079125657669 0.010629871072850967 0.022061645359364945 0.0078102296565703 0.0025053090212168163 0.0031920905429672066 0.0010411014663986853 0.023591979542999297
leaf_count=169 23 57 17 230 7 125 220 40 17 86 51 166 8 205 96 33 21 21 40 43 62 37 1 358 290 10 3 117 2 566
internal_value=0 -8.8383e-05 -5.50862e-06 0.00155749 0.0024716 -0.000126858 -6.27174e-05 -1.35563e-05 0.000999514 -0.000208763 -9.08859e-05 -1.42136e-05 0.0016133 0.00210039 5.30803e-05 -0.000333772 0.000655839 0.000342837 -0.000276638 0.00189493 -0.000745321 -0.000930709 -0.00191818 -0.000234209 -0.00101419 0.00161746 -0.0027077 0.000155816 -0.00319313 -0.00350955
internal_weight=0 0.293072 0.281999 0.0203167 0.0167712 0.261682 0.256185 0.252934 0.0408635 0.212071 0.203973 0.199772 0.0346654 0.0294376 0.196361 0.119601 0.0767603 0.0678333 0.0484828 0.0193505 0.092492 0.0869703 0.0359714 0.0509989 0.0358836 0.0151153 0.0282387 0.0252537 0.0257334 0.0246331
internal_count=3121 3098 2929 254 237 2675 2618 2398 270 2128 2003 1952 253 213 1786 1575 211 190 126 64 1479 1417 609 808 765 43 572 407 569 568
is_linear=0
shrinkage=0.00388662


Tree=718
num_leaves=31
num_cat=0
split_feature=39 42 2 123 133 50 151 1366 16 38 1213 475 150 1373 160 133 158 155 4 52 0 33 133 403 151 49 52 4 42 133
split_gain=0.0027347 0.00314341 0.00298599 0.00294106 0.00457219 0.00309996 0.00297116 0.00289202 0.00329988 0.00364219 0.00334384 0.00369814 0.00301125 0.00326099 0.00312539 0.00455636 0.00313745 0.00379489 0.00317987 0.00734281 0.00535181 0.00448173 0.00377454 0.00379595 0.00412998 0.00497402 0.00437511 0.00633415 0.00549056 0.00464985
threshold=0.16946000000000003 -0.26584999999999998 0.17025000000000004 1.0000000180025095e-35 -0.089569999999999983 0.14262000000000002 -0.5145249999999999 -0.082084999999999991 -0.53943499999999989 0.10386000000000002 -1.0000000180025095e-35 -0.086004999999999984 -0.093459999999999988 0.099250000000000019 -0.098904999999999979 -0.030254999999999994 0.09445000000000002 0.088610000000000008 -0.49405499999999997 0.10473500000000001 1.0000000180025095e-35 -0.0066799999999999993 -0.25159999999999993 -0.082384999999999986 0.056735000000000001 -0.33072999999999991 -0.088204999999999992 0.09173000000000002 -0.11051499999999999 -0.082724999999999979
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 5 -5 6 -3 -8 -9 10 11 -10 -12 14 15 -14 17 18 19 -16 21 -20 -23 -24 25 -25 27 29 -28 -27
right_child=-2 2 -4 4 -6 -7 7 8 9 -11 12 -13 13 -15 16 -17 -18 -19 20 -21 -22 22 23 24 -26 26 28 -29 -30 -31
leaf_value=-0.003812182694160332 0.003813171260790389 -0.0038113834927726797 0.0038071790061496181 -0.0026196428896634425 0.0021688168580448687 -0.0038119645632408144 -0.0032390461067369944 0.0026041625732821259 0.0038114848394110046 -0.0033807508173561152 0.0021824973027749664 -0.0038112012537153297 0.0021566974556957376 -0.0038129506229593849 -0.0038153356661758103 -0.0032670408171372161 -0.0026612768361159731 -0.0038116977392423832 -0.0038131765114771329 0.0016931306916392734 0.0023813564509882817 -0.0038112271546052417 -0.0037112335900275077 -0.003811777319696012 -0.0011046871563289455 0.0022314196652864307 -0.0034432521569962315 0.0037859582987531605 0.0013077162745480746 -0.0028811735342723984
leaf_weight=0.0032437609650344248 0.0026403686428011488 0.0031627000917069372 0.0028995982688115865 0.0035122283700275139 0.016479418767957554 0.0033855829158255793 0.0041758856768296928 0.0066607171629300401 0.0010935367608908564 0.0048575325972990404 0.0090871149295708165 0.0059633737498216979 0.0030099521789992431 0.0033041420365975674 0.0082175083906008695 0.0088939058242942792 0.005747487285454155 0.0033731375747834127 0.003972558814666626 0.0061378949903883049 0.017881442793139968 0.0031991544702876231 0.0032378766602718647 0.0034311833842366459 0.021081954046728413 0.0032407611926146265 0.0036581017673427132 0.00354714320928906 0.10229041928757709 0.01272271612482001
leaf_count=18 23 47 54 18 225 36 38 80 4 27 36 484 48 19 60 262 116 159 17 5 70 123 318 15 68 19 22 7 522 181
internal_value=0 -8.28526e-05 -3.93733e-05 -7.98833e-05 0.00132756 -0.00019008 -0.000141411 -9.47563e-05 -4.10781e-05 -0.000115124 -4.70699e-05 -0.00262999 3.35703e-05 -5.64403e-05 1.65679e-06 -0.00189562 0.000113608 0.000194982 0.000265147 -0.0014601 0.000404079 0.000183627 0.000285139 0.000370675 0.000458803 0.000714535 0.000838325 -0.000819836 0.00114368 -0.00184326
internal_weight=0 0.281469 0.278225 0.275325 0.0199916 0.255334 0.251948 0.248786 0.24461 0.237949 0.233091 0.00705691 0.226034 0.216947 0.213643 0.0119039 0.201739 0.195992 0.192619 0.0143554 0.178263 0.160382 0.156409 0.15321 0.149972 0.12889 0.125459 0.0195106 0.105949 0.0159635
internal_count=3121 3098 3080 3026 243 2783 2747 2700 2662 2582 2555 488 2067 2031 2012 310 1702 1586 1427 65 1362 1292 1275 1152 834 766 751 207 544 200
is_linear=0
shrinkage=0.00381041


Tree=719
num_leaves=31
num_cat=0
split_feature=457 457 14 3 38 39 0 483 12 122 52 457 1374 51 1 48 47 1 16 49 15 128 50 150 104 393 3 454 124 401
split_gain=0.00266699 0.00368629 0.00394177 0.00313033 0.00487516 0.00359862 0.00382699 0.00363407 0.0033909 0.00368771 0.00332445 0.00308948 0.0036788 0.0035304 0.00350183 0.00497627 0.00301057 0.00387903 0.00311865 0.00367143 0.00362823 0.00303835 0.00301725 0.00306651 0.00309544 0.00317829 0.00300115 0.00296712 0.00302612 0.00285539
threshold=0.5717850000000001 0.51278000000000012 0.076175000000000007 0.30112000000000005 0.13905500000000001 0.0046100000000000004 -0.13027499999999997 0.096190000000000012 -0.093619999999999995 0.09197000000000001 -0.40306999999999998 0.080930000000000016 -0.035729999999999991 0.14780500000000005 0.14000500000000002 0.11951500000000001 0.13206500000000002 0.10752500000000002 -0.53943499999999989 -0.086009999999999989 0.095175000000000023 0.086435000000000012 0.10647500000000001 0.095275000000000012 1.0000000180025095e-35 0.091220000000000009 -0.072624999999999981 -1.0000000180025095e-35 -1.0000000180025095e-35 0.10076500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 5 -5 7 -7 11 -8 10 -10 13 -13 14 15 16 17 18 -1 -20 21 22 23 24 25 27 -19 -21 -29 -30
right_child=-2 -3 -4 4 -6 6 8 -9 9 -11 -12 12 -14 -15 -16 -17 -18 26 19 20 -22 -23 -24 -25 -26 -27 -28 28 29 -31
leaf_value=0.0030392258418384978 -0.0034099041155614793 0.00329156027301197 -0.0030515935058510993 0.0035210921628134346 -0.0035255318378749905 0.0034990456700742878 -0.0016402370887963911 -0.0035213864251269367 -0.003521597153410121 -0.0035217834133358938 0.0026089957860260058 -0.0016476545446488865 0.0014366550107958456 -0.0033251103041000854 0.003133104482149231 -0.0031485851573821787 -0.0035246512695148984 0.0019190741630495738 -0.0021631556532620382 -0.0035217849517851477 -0.0035222737674141867 -0.0035217745312804095 -0.003521119879787653 -0.0035215536944177583 -0.0035223022038104296 -0.0035214185160058354 -0.00027977570038542431 -0.0035230248077146235 0.00060834427316759318 -0.0035213610903587363
leaf_weight=0.0032222453342001236 0.0028844345060861079 0.0041342719773638228 0.0053419191215056108 0.0064098512935402141 0.0015016981633380055 0.0064847236965306356 0.0067988749901246566 0.0040392741382788691 0.0012116105249333478 0.001682111947957309 0.011498920572094567 0.0058832901606820079 0.025839390961778008 0.0047310820657813215 0.0037248941544021355 0.0073675757042224168 0.0033003475324449019 0.018114455803470264 0.014128939526244721 0.0024191765065779683 0.0040994265973637303 0.0032264424364640823 0.0030339339395979428 0.0029215392432888612 0.0027958761929767198 0.0027251669151269189 0.013368791098400834 0.002350900090959839 0.095536236598110946 0.0021208238559822226
leaf_count=14 9 14 99 126 1 65 70 151 7 7 185 15 134 57 15 50 12 116 67 34 252 139 144 51 7 81 46 12 1047 94
internal_value=0 -6.93211e-06 -5.82218e-05 3.15269e-06 0.00218357 -6.51318e-05 0.00113268 -0.000212502 0.000408561 0.00137638 0.00202461 -0.000152001 0.000864639 -0.000322469 -0.000245455 -0.000315087 -0.00019467 -0.000130047 -0.000383452 -0.000464929 -0.000267006 -0.000153075 -5.76535e-05 3.71238e-05 0.000133437 0.000230639 0.000985372 0.000330466 0.000423651 0.000518659
internal_weight=0 0.270014 0.26588 0.260538 0.00791155 0.252626 0.0276762 0.22495 0.0211915 0.0143926 0.0127105 0.220911 0.0317227 0.189188 0.184457 0.180732 0.173364 0.170064 0.138581 0.135358 0.12123 0.11713 0.113904 0.11087 0.107948 0.105152 0.0314832 0.102427 0.100008 0.0976571
internal_count=3121 3112 3098 2999 127 2872 334 2538 269 199 192 2387 149 2238 2181 2166 2116 2104 1942 1928 1861 1609 1470 1326 1275 1268 162 1187 1153 1141
is_linear=0
shrinkage=0.00352023


Tree=720
num_leaves=31
num_cat=0
split_feature=51 1 11 3 15 2 52 15 12 3 151 52 474 403 1204 12 12 402 1 4 12 40 133 160 43 453 4 133 483 3
split_gain=0.00241189 0.00251677 0.00296009 0.00325186 0.00316993 0.00384531 0.00303926 0.00301863 0.00478416 0.00820805 0.00481898 0.00401772 0.00396573 0.0037573 0.00370638 0.00327104 0.00462908 0.00374287 0.00324986 0.00376313 0.00288115 0.00500915 0.00293727 0.00304488 0.00267137 0.0026677 0.00287664 0.00243897 0.00241855 0.00237479
threshold=-0.43017499999999992 0.10060500000000001 0.081790000000000015 -0.10831999999999999 0.079055000000000014 0.12358500000000001 0.19022000000000003 0.088235000000000022 0.084100000000000022 0.10732000000000001 -0.50641499999999995 0.077655000000000016 0.084660000000000027 -1.0000000180025095e-35 -0.086904999999999996 0.086850000000000024 0.091840000000000019 -0.47520499999999993 0.094385000000000011 -0.0047449999999999992 -0.054684999999999991 0.57330500000000006 -0.25159999999999993 -0.40698999999999991 0.31463000000000002 1.0000000180025095e-35 -0.42529999999999996 0.024320000000000005 0.087440000000000004 0.16158000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 27 -6 7 8 11 10 -10 12 18 -9 -12 -15 -17 -18 19 -5 21 -3 -22 -24 -19 26 -25 -2 29 -28
right_child=1 20 -4 6 5 -7 -8 13 9 -11 14 -13 -14 15 -16 16 17 24 -20 -21 22 -23 23 25 -26 -27 28 -29 -30 -31
leaf_value=-0.0038119069230909673 0.0021479362248126373 0.0030321383077789731 -0.0033470349948479189 -0.0035694848980847844 -0.0038125151110159853 0.0038153321828514508 -0.0038115978915139823 -0.0038110044024350612 0.0033590554913242466 0.0013852736504878875 0.0035130572917106235 0.0018556474714883017 0.0023055988109098825 -0.0030486404020287736 -0.003633731098081456 0.0026746533247629656 0.0038172370020296007 -0.0038118764765901888 0.001476996640115456 -0.00071349211921464307 -0.0036055143799566796 -0.0038145656293756443 -0.0038112717668396267 -0.0035753482294540238 0.0030141247328866324 -0.0023484486459715462 0.00080999716139587888 -0.00047880897299735624 -0.0016662878578500538 0.0038116582586827136
leaf_weight=0.0024452676148776211 0.018916161455024394 0.011625439605765564 0.0044900208639120356 0.0088758376333402111 0.003758469376549555 0.0012885219184681773 0.0038480847258455233 0.0024415416774061774 0.0016792930355222771 0.0086979473126120865 0.0011031277777249207 0.012660174899828291 0.0061642904640137877 0.002464409209267159 0.023460994844359817 0.016566675233775641 0.0017853581812232724 0.0044528366374407824 0.0066888707789587434 0.027306263275420406 0.0028225989480006311 0.0017904116975842052 0.0024741119671034531 0.0022559345437116454 0.0010238175142944783 0.0045467324837318293 0.060995731221737515 0.0070433012422768107 0.0053524980884276365 0.0040830547507653128
leaf_count=81 75 254 59 132 78 1 253 254 14 14 27 57 59 41 846 81 1 98 44 97 21 3 21 67 19 21 260 31 51 61
internal_value=0 -9.8811e-06 -0.000295641 -0.000210131 0.000898046 -0.00186509 -0.00047604 -0.000373661 -0.000696071 -0.00182265 -0.00288586 -5.80323e-05 -0.000552116 0.000710629 -0.00331278 0.0011305 0.00156272 -0.000973919 -0.000963018 -0.0014141 0.000480696 0.00211841 0.000214476 0.000349748 -0.00253581 0.000483042 0.000660158 0.00143525 0.000795822 0.000998322
internal_weight=0 0.260663 0.164716 0.160226 0.0310065 0.00504699 0.12922 0.125371 0.0966368 0.0349414 0.0262434 0.0616954 0.0490353 0.0287346 0.0245641 0.0262931 0.0238287 0.00726201 0.042871 0.0361821 0.0959465 0.0134159 0.0825307 0.0797081 0.00547665 0.077234 0.0726872 0.0259595 0.0704313 0.0650788
internal_count=3121 3040 2281 2222 185 79 2037 1784 1290 901 887 389 332 494 873 240 199 118 273 229 759 257 502 481 117 460 439 106 372 321
is_linear=0
shrinkage=0.00381041


Tree=721
num_leaves=31
num_cat=0
split_feature=12 1 49 132 133 13 448 15 2 160 15 4 484 51 124 1 16 12 48 16 0 12 50 457 0 2 2 133 4 3
split_gain=0.0126322 0.0161053 0.0136764 0.0123904 0.0162511 0.024676 0.0201977 0.0172117 0.0121019 0.0128437 0.0114199 0.0141445 0.0121935 0.0125622 0.0112007 0.0111547 0.0183994 0.0123546 0.0111246 0.0108765 0.0194327 0.0101758 0.0110193 0.00981129 0.00898116 0.00841478 0.0114105 0.00818256 0.00814491 0.0116911
threshold=0.084100000000000022 0.12958500000000003 -0.24768999999999997 0.081465000000000024 -0.0061299999999999992 -0.0021749999999999994 -0.081729999999999983 0.035560000000000008 0.086590000000000014 0.083670000000000008 -0.016799999999999995 -0.42529999999999996 -0.0068949999999999992 -0.070629999999999984 -0.53285499999999997 0.08844500000000001 -0.078844999999999985 0.11650500000000001 0.083685000000000009 -0.5048999999999999 -0.082184999999999994 0.098330000000000015 0.10030500000000002 -0.0029299999999999994 -0.11437499999999999 0.088930000000000023 0.092120000000000021 0.10275500000000001 -0.52556499999999995 0.10732000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 8 -1 4 -4 6 -6 10 15 19 12 -12 -7 -14 -8 -2 17 21 27 -10 -21 22 24 -15 -17 -22 -27 -11 -28 -30
right_child=1 -3 3 -5 5 7 14 -9 9 18 11 -13 13 23 -16 16 -18 -19 -20 20 25 -23 -24 -25 -26 26 28 -29 29 -31
leaf_value=-0.0014456426970376889 -0.0014042246652814269 0.00088940842290447355 -0.0010034155996610456 0.0010608131507766402 -0.0014604669440189629 -0.0013839505998843901 -0.0015829474731672 -0.0012389921762256879 0.00067755769379758402 -0.0011449881922577457 -0.00050317039291203466 0.00096858057492816977 -0.0010660112858754125 -0.00075193267879754559 0.0012009846097268254 0.00096822572216074014 -0.0013505265270520688 -0.0014938773786040253 0.0014334140754788337 -0.0014609913704797578 0.00072805008612676376 0.0011774216445322569 0.0011727753595158002 0.00033769717301130437 -0.0013360667113733395 -0.0015799679802172997 -0.001581309763839425 0.0010615858336199718 -0.00022881619471908362 0.0015769110672981274
leaf_weight=0.013530964346500696 0.041361561121732393 0.027527234158242209 0.031396355813569699 0.035300979907560759 0.0084960107387814787 0.017771138406715181 0.0037516432348638764 0.027461444141636093 0.023521757029811852 0.010336792366274494 0.02237866510040476 0.059198168870352674 0.02421999126886476 0.024600743352493737 0.085559817413695782 0.0055029416107572606 0.035496269776331246 0.010740240242739674 0.022148106814256607 0.036858320864098459 0.022517353327316414 0.02234052926678487 0.010180989287619013 0.124824543752311 0.017853781225767307 0.015433914312325214 0.0076532543935172717 0.0070160606247213755 0.041476524388940561 0.011358693221154681
leaf_count=21 449 59 124 105 8 36 1 48 30 110 45 48 33 23 417 3 290 7 27 399 70 24 18 130 72 79 8 17 412 8
internal_value=0 -0.000271001 0.000117218 0.000162699 8.89094e-05 0.000175021 0.000863014 -4.89424e-05 -0.000364457 -0.000112064 7.07693e-05 0.000564841 -0.000139791 -1.24621e-05 0.00108404 -0.000713328 -0.000433481 5.51481e-05 0.000692643 -0.000312207 -0.000484279 0.000352883 -0.000196368 0.000158305 -0.000793166 -0.000118574 -0.000369668 -0.000252832 -6.08549e-05 0.000159385
internal_weight=0 0.369324 0.47849 0.46496 0.429659 0.398262 0.0978075 0.300455 0.341797 0.198321 0.272993 0.0815768 0.191416 0.173645 0.0893115 0.143476 0.102115 0.0666185 0.039501 0.15882 0.135298 0.0558782 0.0335377 0.149425 0.0233567 0.0984397 0.0759224 0.0173529 0.0604885 0.0528352
internal_count=3121 2082 1039 1018 913 789 426 363 2023 1160 315 93 222 186 418 863 414 124 154 1006 976 117 93 153 75 577 507 127 428 420
is_linear=0
shrinkage=0.00157699


Tree=722
num_leaves=31
num_cat=0
split_feature=457 457 14 3 38 124 38 1366 1 1456 401 52 4 0 49 1374 457 160 1456 42 42 133 43 16 33 9 124 16 130 13
split_gain=0.002472 0.00328148 0.00341977 0.00286428 0.00411136 0.00290936 0.00378025 0.00344674 0.00258847 0.00256424 0.00249657 0.00251211 0.003557 0.00467785 0.00297363 0.00270727 0.00402025 0.00315752 0.00274098 0.00252593 0.00263488 0.00304729 0.00385644 0.00382433 0.00411183 0.00372094 0.00339611 0.00322253 0.00291451 0.00289069
threshold=0.5717850000000001 0.51278000000000012 0.076175000000000007 0.30112000000000005 0.13905500000000001 -0.043384999999999993 0.095410000000000009 -1.0000000180025095e-35 0.098700000000000024 0.075120000000000006 0.10076500000000001 -0.10925999999999998 0.09173000000000002 0.062580000000000011 -0.33072999999999991 -0.094929999999999987 0.080930000000000016 0.11055500000000001 -1.0000000180025095e-35 -0.11051499999999999 -0.106335 0.091410000000000005 -0.08287499999999999 0.38525000000000004 -0.0066799999999999993 0.088235000000000022 1.0000000180025095e-35 0.15891500000000003 -0.086274999999999991 -0.094514999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 5 -5 6 8 -7 -1 10 11 12 13 14 -9 -13 17 18 -17 -20 -21 22 28 24 -24 29 27 -23 -22 -26
right_child=-2 -3 -4 4 -6 7 -8 9 -10 -11 -12 15 -14 -15 -16 16 -18 -19 19 20 21 26 23 -25 25 -27 -28 -29 -30 -31
leaf_value=0.00047715505098480166 -0.0031952320295735321 0.0030719950118227794 -0.0028168707416262027 0.0033178861496522931 -0.0033213630601374067 -0.0033186750209300612 -0.0033181872205672648 0.0025006157242882339 0.0033181356166245889 -0.0033178150851191279 -0.0033181295201549161 -0.0018488920747662379 0.00089820475122839318 0.0012054978345852625 -0.0030804393957396163 -0.0033177614369078543 0.0015101920156577364 -0.0028435848856781967 -0.0020376889196296738 0.0030390095083645697 -0.0012092329581208235 -0.00043581514851458668 -0.0033193166382997521 -0.0033208976517980237 0.0011816455578303822 0.0033243408683712294 0.003320268783507635 -0.0033218297565274753 0.0018685965565580628 -0.00021996203091167606
leaf_weight=0.0071370986432839345 0.0027030995761379009 0.0037546651844877479 0.0048287355090081965 0.0056405171278441904 0.0012546208454295993 0.003727561181449345 0.0017264193639334726 0.0011387761187506831 0.0069805197211536552 0.0026953490500751789 0.0025613072293992891 0.0074405904708783046 0.0079614089870574389 0.0045376132278249761 0.013551234948280923 0.0025630421232563086 0.022342914407886383 0.004162708653169033 0.0056362986009403917 0.0035728919756365931 0.0039405769393283654 0.012140155748539883 0.0035787000974778485 0.0035991843074043564 0.022060564943046757 0.0042810242011910296 0.0018021177241394062 0.0065567014330270004 0.024031959956296589 0.060862070168461457
leaf_count=49 9 14 99 126 1 55 24 2 157 222 141 31 33 69 320 173 112 71 85 4 22 300 17 9 111 14 17 11 163 660
internal_value=0 -6.31151e-06 -5.21198e-05 1.82412e-06 0.00210983 -5.859e-05 0.00131527 -0.000155444 0.00188189 -0.000102095 -6.23946e-05 -2.37455e-05 -0.000966384 -0.00173844 -0.00264779 0.000112168 0.000192726 7.34606e-06 8.40967e-05 0.000141436 0.000225316 0.000154943 0.00035325 3.26403e-05 0.000165596 0.000308611 -0.00102871 -0.0014479 0.00143501 0.000152919
internal_weight=0 0.256067 0.252313 0.247484 0.00689514 0.240589 0.015844 0.224745 0.0141176 0.221017 0.218322 0.215761 0.027189 0.0192276 0.01469 0.188572 0.181131 0.158788 0.154625 0.152062 0.146426 0.142853 0.122354 0.0943815 0.0907824 0.0872037 0.020499 0.0186969 0.0279725 0.0829226
internal_count=3121 3112 3098 2999 127 2872 230 2642 206 2587 2365 2224 424 391 322 1800 1769 1657 1586 1413 1328 1324 996 811 802 785 328 311 185 771
is_linear=0
shrinkage=0.00331719


Tree=723
num_leaves=31
num_cat=0
split_feature=39 42 2 147 4 52 52 47 52 1 51 52 3 51 0 4 0 403 403 0 159 4 151 0 1 403 147 3 1 0
split_gain=0.00237298 0.00269923 0.00252094 0.00225735 0.00242 0.00285137 0.0037068 0.00366732 0.0047233 0.00343712 0.00421435 0.0041888 0.00404065 0.00346037 0.00549666 0.00664524 0.00354676 0.0043012 0.00399125 0.00569908 0.00450815 0.00409572 0.00379403 0.00320574 0.00483767 0.00303255 0.00375041 0.00292061 0.00399961 0.00402422
threshold=0.16946000000000003 -0.26584999999999998 0.17025000000000004 -1.0000000180025095e-35 0.51388000000000011 0.15915500000000002 0.13389000000000004 0.13148500000000005 0.11434500000000002 0.094385000000000011 0.08955500000000001 -0.43320999999999993 0.090900000000000009 0.067785000000000012 -0.084269999999999984 0.053180000000000012 -0.083914999999999976 0.095105000000000009 0.03138500000000001 -0.060129999999999996 0.088800000000000004 -0.46376499999999993 0.15288500000000002 -0.10224499999999999 0.079415000000000013 0.092070000000000013 1.0000000180025095e-35 0.11924500000000002 0.11061500000000002 -0.15202999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 5 6 7 8 9 10 12 -11 13 14 15 -5 -16 18 19 22 21 -21 -18 24 -17 26 -7 -13 -29 -30
right_child=-2 2 -4 4 -6 25 -8 -9 -10 11 -12 27 -14 -15 16 23 17 -19 -20 20 -22 -23 -24 -25 -26 -27 -28 28 29 -31
leaf_value=-0.0033848830622965819 0.0033855947866304301 -0.0033848501313801945 0.0033804194307104534 -0.0028649453494081932 0.0033841923084161262 -0.0024651681567250863 0.0023954080509483917 -0.0023788112507425649 -0.0031483615050111676 -0.0033843144020738189 -0.0025989881139918442 0.0013236041551623163 0.0014670409654191001 0.0013280360076916549 0.0028717829843521708 -0.0033851499575723244 -0.0032139884707845724 -0.0033850356474014621 0.0021139585807123458 -0.00044120286313480914 -0.0026980964240695604 0.002729613200410519 0.0022971077436239064 0.001598249473849684 0.0015760878675051956 0.0028893276459627522 0.0027373383539390415 0.0023701071376097862 -0.0030108721975583628 0.00044779673605583253
leaf_weight=0.0027815978416185763 0.0022953359903681294 0.0023257574766830649 0.0024522687760679665 0.020019726809824327 0.0023461678387803877 0.013739528258632561 0.007359854423214073 0.0074511824564069675 0.0051925724277595 0.0027541463809512825 0.0079532409215659072 0.048813522237253437 0.017104075015481612 0.012916292972079191 0.0049942240194269438 0.0054571331090187414 0.0092560694103980198 0.0042232258290084692 0.0096231750630266788 0.0085150493168839585 0.003907833896334977 0.010311021900406581 0.0016914310235733874 0.0078447245059436455 0.003828735856586718 0.0017048667880317217 0.0017933983326656753 0.0052507097705074548 0.0067618191133078627 0.0089473688290127047
leaf_count=18 23 20 54 636 91 336 35 36 55 118 137 385 54 54 31 65 512 75 48 23 31 69 14 61 12 11 5 23 16 73
internal_value=0 -7.062e-05 -3.29207e-05 -6.74968e-05 -3.53175e-05 -6.91096e-05 3.46428e-05 -4.69995e-05 3.76043e-05 0.000120249 -0.000213955 0.000708438 -5.54765e-05 -0.000309318 -0.00054516 -0.00154121 0.000159373 -0.000125648 0.00019222 -0.000356843 0.000608981 0.00129545 -0.0023625 5.7813e-06 -0.00133954 -0.00139433 -0.0018645 0.00086999 -0.000186433 -0.00104094
internal_weight=0 0.247321 0.244539 0.242087 0.239761 0.237415 0.220177 0.212817 0.205366 0.200174 0.127646 0.0725276 0.119693 0.102589 0.0896724 0.0371503 0.052522 0.0475278 0.0433046 0.0336814 0.0227339 0.0188261 0.0109475 0.0171306 0.00928587 0.0172378 0.0155329 0.0697734 0.0209599 0.0157092
internal_count=3121 3098 3080 3026 3006 2915 2563 2528 2492 2437 1822 615 1685 1631 1577 774 803 772 697 649 123 92 526 138 77 352 341 497 112 89
is_linear=0
shrinkage=0.00338353


Tree=724
num_leaves=31
num_cat=0
split_feature=1 47 48 4 50 128 15 50 129 1212 401 156 51 474 484 8 157 11 3 0 49 1374 15 129 43 13 3 43 1 2
split_gain=0.0099707 0.0149824 0.0129273 0.0158943 0.0159926 0.0128416 0.0120512 0.0103233 0.0103292 0.0102636 0.0100795 0.00948256 0.00942693 0.0094166 0.00893495 0.00926482 0.00906465 0.00911284 0.00963882 0.00996653 0.0146817 0.0140334 0.0153979 0.0120716 0.0177222 0.0217314 0.0174857 0.0130825 0.00816726 0.00998463
threshold=0.10060500000000001 0.087885000000000019 0.12879500000000002 -0.033174999999999989 0.11843500000000001 0.086435000000000012 0.040760000000000005 0.088425000000000017 0.093925000000000008 -0.47073499999999996 0.083100000000000021 0.096630000000000008 -0.10748999999999999 -0.14697499999999997 -0.0068949999999999992 -0.057044999999999992 -0.084489999999999996 0.081790000000000015 -0.10831999999999999 -0.10011499999999998 -0.088694999999999982 -0.094929999999999987 -0.10324499999999999 0.092550000000000007 -0.08287499999999999 -0.42195999999999995 -0.084074999999999997 -0.17390999999999998 0.077845000000000011 0.10855000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 2 3 6 5 13 11 8 10 -9 12 -2 -1 -5 -14 -16 -17 18 28 20 -20 -22 -23 24 26 -26 27 -21 29 -18
right_child=1 -3 -4 4 -6 -7 -8 9 -10 -11 -12 -13 14 -15 15 16 17 -19 19 23 21 22 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=-0.0013465372111127699 0.00095437257432090528 -0.00022837020062731572 -0.00050812806405760487 -0.00062365287123243194 -0.00078665779927383913 -0.00065292434694420507 -0.0013259419320060413 0.00093434325849553663 -0.0013470051358164038 -0.0012745199645612972 -0.0012919705002631102 -0.0012365757433502162 -0.0011196322477055425 0.0011045997954749328 -0.0013521733963735405 -0.0010256452316700906 -0.00014097089219774323 -0.0011482700099403349 -0.0010501749221054268 0.00036055832247173456 -0.00064441436646300886 -0.00047351685814033228 0.0009339238364192942 0.0013055079609622419 0.00038055459712739025 -0.0011824311337393237 0.00084918123435602717 -0.0013484227640114732 0.0012133561619946916 0.0010894256878276037
leaf_weight=0.0097560680997048621 0.013420047137060465 0.11543853095554368 0.02519622238833108 0.0060445114504545918 0.011408996790123638 0.0091197280380583834 0.012966593288183503 0.0045032814523437983 0.011882039545923817 0.024781182670494672 0.011973588862417728 0.0048798859211274239 0.012675464571714201 0.10359428573440255 0.0086083493661135435 0.013444922684584526 0.036148255110902028 0.010305260608220124 0.012960528205439914 0.015862054127410374 0.017421990953152999 0.017302736571309651 0.075643778734956868 0.0090097135362157132 0.022589837550185621 0.056223352538552263 0.035909605099732289 0.016613988303106453 0.023709963752025942 0.017846859816927463
leaf_count=154 54 200 24 2 23 12 28 6 108 441 193 40 228 403 2 92 54 27 25 19 12 57 74 5 12 589 69 121 38 9
internal_value=0 0.000152766 0.000388515 0.00052846 0.000735445 0.000881672 -0.00033325 -0.000161281 -0.000109311 -0.000934847 -7.46264e-05 0.000370131 -3.92506e-05 0.00100932 -7.54613e-06 2.8635e-05 5.98337e-05 9.95406e-05 0.000135536 1.89726e-05 0.000304994 0.000464131 0.000671918 -0.000206846 -0.000299413 -0.00073444 0.000201947 -0.000513717 0.000554862 0.000265709
internal_weight=0 0.302069 0.18663 0.161434 0.130168 0.118759 0.0312665 0.465173 0.435888 0.0292845 0.424006 0.0182999 0.412033 0.109639 0.402277 0.389601 0.380993 0.367548 0.357243 0.279538 0.123329 0.110369 0.0929465 0.156209 0.147199 0.0788132 0.0683856 0.032476 0.0777051 0.0539951
internal_count=3121 786 586 562 440 417 122 2335 1888 447 1780 94 1587 405 1433 1205 1203 1111 1084 983 168 143 131 815 810 601 209 140 101 63
is_linear=0
shrinkage=0.00134594


Tree=725
num_leaves=31
num_cat=0
split_feature=457 457 14 3 38 124 38 1365 1 1456 15 158 155 453 454 1373 160 133 43 474 1 15 13 42 151 16 1374 0 43 130
split_gain=0.00225381 0.0028571 0.00298437 0.0027399 0.00351166 0.00262985 0.00347571 0.0031945 0.00236022 0.00233969 0.00253983 0.0029712 0.00281926 0.00276747 0.0027421 0.00327094 0.00314452 0.00391703 0.00342194 0.00282776 0.00321551 0.00325525 0.0034808 0.00324317 0.00280561 0.00274273 0.00271391 0.00402601 0.00292163 0.00412089
threshold=0.5717850000000001 0.51278000000000012 0.076175000000000007 0.30112000000000005 0.13905500000000001 -0.043384999999999993 0.095410000000000009 1.0000000180025095e-35 0.098700000000000024 0.075120000000000006 -0.47006499999999996 0.087355000000000016 0.088610000000000008 0.089960000000000026 0.085470000000000004 0.099250000000000019 -0.098904999999999979 -0.030254999999999994 0.24789500000000006 -0.14697499999999997 0.10752500000000002 -0.15026499999999995 -0.010384999999999998 -0.11051499999999999 -0.08317999999999999 0.033715000000000009 -0.094929999999999987 -0.14116499999999996 0.016310000000000002 -0.0015749999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 5 -5 6 8 9 -1 10 -7 12 13 14 15 16 17 -12 19 -18 23 -22 -23 -21 -19 -24 -25 -28 29 -29
right_child=-2 -3 -4 4 -6 7 -8 -9 -10 -11 11 -13 -14 -15 -16 -17 18 24 -20 20 21 22 25 26 -26 -27 27 28 -30 -31
leaf_value=0.00049179056409943619 -0.0029892748318749475 0.0028590941159414122 -0.0025950716250712717 0.0031264644050197281 -0.0031291769027719232 0.0031267036032639694 -0.0031267553500754558 -0.0031270976528992365 0.0031266836951617423 -0.0031264193128816668 0.0016347050690566445 -0.002095363690351011 -0.0031266716272523726 -0.0029648165926538963 0.0028185304847990001 -0.0031276794108527736 -0.0031300344660415993 0.0024046877218106824 -0.0020140907088043673 -0.0031271986971327412 0.003127250920458105 0.0022690997432415912 0.00071846530999002383 -0.0031296687800423137 -0.0031269743411419049 -0.0016015464745168101 0.0014627665708803494 -0.0025557760209814237 0.0010143774296546596 -9.7001981380229877e-05
leaf_weight=0.0070230778322866172 0.0024995085559567079 0.0033543225777066246 0.004404903456190822 0.0051221555633134122 0.0010579098016023636 0.002418786054548149 0.0016081955169511284 0.0034480730623158698 0.0063028153814173038 0.0024563652864912902 0.0029679829505937514 0.0070086361063559357 0.0028211046084223304 0.0029870489594259189 0.0034755701053654766 0.0031783297052356821 0.0023615032674229033 0.0010090751304119303 0.0066897306923721081 0.0030380168525638842 0.0063702903894409238 0.0098272820818010587 0.017809240795259029 0.0024255020400687491 0.0079873101429015492 0.0069111912400785505 0.020676576858363646 0.0073656593967967856 0.019785657610469798 0.069548984841624431
leaf_count=49 9 14 99 126 1 40 24 56 157 222 33 176 168 15 11 18 13 18 135 90 62 44 44 26 191 28 65 160 179 848
internal_value=0 -5.69286e-06 -4.60538e-05 1.99512e-06 0.00205562 -5.37913e-05 0.00121416 -0.000142872 0.00173803 -9.36665e-05 -5.76197e-05 -9.53304e-05 -2.42607e-05 2.07576e-05 6.73446e-05 1.64703e-05 7.05534e-05 -0.00147921 0.00017785 0.000266121 0.000315096 0.00107403 0.000695439 6.22944e-05 -0.00250652 6.98502e-05 0.000143175 0.000210806 -5.68896e-05 -0.000332464
internal_weight=0 0.241441 0.238087 0.233682 0.00618007 0.227502 0.0149341 0.212568 0.0133259 0.20912 0.206663 0.204245 0.197236 0.194415 0.191428 0.187952 0.184774 0.0119644 0.17281 0.16612 0.163758 0.040918 0.0345477 0.12284 0.00899639 0.0247204 0.119802 0.117377 0.0967003 0.0769146
internal_count=3121 3112 3098 2999 127 2872 230 2642 206 2586 2364 2324 2148 1980 1965 1954 1936 242 1694 1559 1546 178 116 1368 209 72 1278 1252 1187 1008
is_linear=0
shrinkage=0.00312586


Tree=726
num_leaves=31
num_cat=0
split_feature=39 42 132 42 130 151 2 457 2 48 1374 15 151 1456 43 3 43 4 3 133 52 4 33 9 13 4 13 13 15 131
split_gain=0.00222906 0.00245494 0.00254412 0.002517 0.00219334 0.00215867 0.00208235 0.00213491 0.00286575 0.0042238 0.00412477 0.00444087 0.0027964 0.00266555 0.00238449 0.00579626 0.00554299 0.00518709 0.00519111 0.00439277 0.00418646 0.00348342 0.00312501 0.00332405 0.00299322 0.00326581 0.00302373 0.00395966 0.00449607 0.00281694
threshold=0.16946000000000003 -0.11466499999999999 0.081465000000000024 -0.106335 1.0000000180025095e-35 -0.081779999999999978 0.17025000000000004 0.080930000000000016 0.11411 0.093675000000000022 -0.035729999999999991 -0.090344999999999995 -0.084764999999999993 -1.0000000180025095e-35 -0.074359999999999996 -0.077774999999999983 -0.0037449999999999996 -0.083644999999999983 -0.10831999999999999 0.085895000000000013 0.070205000000000017 0.27834500000000006 -0.0066799999999999993 0.091600000000000015 -0.095304999999999987 -0.51843499999999987 -0.014169999999999999 -0.012549999999999997 0.035560000000000008 0.11535500000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 -3 6 -1 7 13 9 10 -9 -12 -13 -5 15 17 21 19 -19 -15 -21 -16 -18 24 25 -24 -26 -28 -29 -20
right_child=-2 3 -4 4 -6 -7 -8 8 -10 -11 11 12 -14 14 16 -17 22 18 29 20 -22 -23 23 -25 26 -27 27 28 -30 -31
leaf_value=0.0017130177511670056 0.0035222465806814653 0.0026329560177183737 0.0030902865298061727 -0.0035207012149226311 -0.0025063734362620609 -0.0035010318238956062 0.0035159347730870072 -0.0030463217243404217 -0.001728732365944282 0.0034352372791399432 0.0028385673678060779 -0.0022444469366697333 0.0013791971224749859 0.002156134233491429 -0.0031482821532124211 0.0020737536006061835 -0.0035191234115603352 0.0010610333757636631 -0.003521718283080775 0.0019090962870282481 -0.0032928640628284303 0.0034881174117978499 -0.0035239470702113497 0.0031612996998994329 -0.0032220418286437549 0.00095734668970858493 0.0034457004138354528 -8.920413445240076e-05 -0.0025178606638761648 0.0026333302160591486
leaf_weight=0.001169328209385867 0.0021579267846902886 0.004404554330562859 0.0010886951125712585 0.0029393350829955969 0.004430683632755005 0.0062069547556546922 0.0020624572917284914 0.0036244129987608167 0.004994407326620375 0.0075434611704849877 0.0091291485557860562 0.005522216870076588 0.0050546983761705694 0.012731006228719366 0.011868483594870582 0.018445409961721282 0.0033198866602788249 0.0056849591526315626 0.011162164350462689 0.0032291657292091713 0.0047184894446274939 0.0010683541062093136 0.002152139637473737 0.0038469198060511181 0.0051018432514098313 0.031680158759996857 0.003145441351534827 0.043731234425763432 0.012048313812783817 0.0010043225321396685
leaf_count=17 23 20 16 247 298 136 50 25 31 24 47 46 46 64 446 223 18 33 384 25 28 29 4 29 245 213 4 265 73 12
internal_value=0 -7.20556e-05 -0.00193306 -1.92968e-06 -5.46247e-05 -0.00267447 -4.28871e-06 -3.82557e-05 0.000745205 0.00114541 0.000405036 0.00103982 -0.000512711 -0.000196238 -0.000140379 0.000450985 -0.000426006 -0.000325879 -0.00171602 0.000874196 -0.00117929 -0.00260023 -0.00015819 -4.84824e-05 -0.000174661 0.000672283 -0.000622194 -0.000397094 -0.000613791 -0.00301363
internal_weight=0 0.233109 0.00846498 0.224644 0.220239 0.00737628 0.215808 0.213746 0.0358683 0.0308739 0.0233305 0.0197061 0.0105769 0.177878 0.174938 0.0569755 0.117963 0.0385301 0.0178514 0.0206787 0.00794766 0.0129368 0.105026 0.101706 0.0978591 0.0338323 0.0640268 0.058925 0.0557795 0.0121665
internal_count=3121 3098 169 2929 2909 153 2611 2561 219 188 164 139 92 2342 2095 769 1326 546 429 117 53 475 851 833 804 217 587 342 338 396
is_linear=0
shrinkage=0.00352023


Tree=727
num_leaves=31
num_cat=0
split_feature=31 30 1213 455 1426 4 11 1374 16 128 1184 1 51 484 51 48 1373 47 52 454 150 160 403 1213 48 1374 0 13 13 52
split_gain=0.00205724 0.00235498 0.00205964 0.00200877 0.00197666 0.00259032 0.00271261 0.00260971 0.00240992 0.00232283 0.00221036 0.00231474 0.00286137 0.00267234 0.00258265 0.0026004 0.00292357 0.00294462 0.00304877 0.00229577 0.00229384 0.00356864 0.0035837 0.00323898 0.00219141 0.00466788 0.00339591 0.00297515 0.00371016 0.00308756
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -1.0000000180025095e-35 0.10340500000000001 -1.0000000180025095e-35 0.50996500000000011 0.081790000000000015 0.093235000000000012 -0.39185999999999993 0.11596500000000001 0.083155000000000021 0.10508500000000001 -0.096089999999999981 -0.0068949999999999992 -0.43017499999999992 -0.086869999999999989 -1.0000000180025095e-35 0.087885000000000019 -0.24456499999999998 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.090969999999999981 0.092070000000000013 0.093235000000000026 0.095425000000000024 -0.094929999999999987 -0.23051499999999997 -0.53104499999999988 -0.47860499999999995 -0.15275999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 -4 6 7 9 -8 10 11 12 -6 -14 -13 -16 -17 18 -18 -15 -21 22 -22 24 25 -23 -27 -28 -29 -30
right_child=1 2 3 -5 5 -7 8 -9 -10 -11 -12 14 13 19 15 16 17 -19 -20 20 21 23 -24 -25 -26 26 27 28 29 -31
leaf_value=0.0031902354645154578 -0.0031924379033971976 -0.0017999566065532301 -0.0031922335506783905 -0.0031013220598411963 -0.002749457184197752 0.0025462152989996342 0.00042121309326257489 -0.0023474007266901932 -0.0024969137646964081 -0.003190345399001455 -0.0027421551892703347 -0.0031893269021474402 -0.0023814039459432142 -0.0024657587722209232 -0.0019926266381499625 -0.0018549531044834899 -0.00062702415247893357 0.00050767956287583126 0.0026080117256198966 0.0024118332495133513 -0.00285505098449718 -0.0031907621856600236 0.0027769311239765251 -0.0031890697147658334 0.0020621803740946427 0.0031908419796596718 -0.0029020968909926194 0.0031907746808389689 -0.0031890654322750383 0.00035489112320669336
leaf_weight=0.0019933695821663369 0.0024184458889067164 0.0064804033481600234 0.0018888461069543885 0.0020698817406810113 0.0036603909934420633 0.0042558030972941188 0.0045686951762036188 0.0042437657976392975 0.0077695682935399191 0.0020554435023001352 0.0025304981048464006 0.0015889132841948586 0.0042329837071051193 0.0032109668869964017 0.0029084594607411409 0.0031641770397072824 0.003489262347102339 0.023068480646486478 0.019578416456909054 0.0048594805866741799 0.0066182501186204945 0.0037718315022630114 0.0013897258830866122 0.0025966154617904627 0.0076208405180295804 0.0043109591124448196 0.0028666803818850886 0.0045839792583137742 0.0025805479877476492 0.079150909296487285
leaf_count=86 2 491 67 17 192 118 31 40 105 42 34 22 323 36 14 7 14 103 201 24 237 33 8 118 56 10 8 8 71 603
internal_value=0 -6.32359e-05 -2.90102e-05 2.44596e-05 5.48974e-05 8.40101e-05 3.32462e-05 0.000125402 -0.00141637 0.000180681 0.00021758 0.000258009 3.00089e-05 0.000109621 0.000815125 0.000936996 0.00110983 0.00131316 0.00211867 0.000194959 0.000265948 0.000175656 -0.00187766 0.000328638 0.000415725 0.000286723 0.000427016 0.000293416 0.000399545 0.000242996
internal_weight=0 0.223533 0.221115 0.214634 0.212564 0.210676 0.20642 0.194082 0.0123383 0.189838 0.187782 0.185252 0.131454 0.127794 0.0537977 0.0522088 0.0493003 0.0461362 0.0230677 0.123561 0.12035 0.11549 0.00800798 0.107482 0.104886 0.0972649 0.0934931 0.0891821 0.0863154 0.0817315
internal_count=3121 3035 3033 2542 2525 2458 2340 2204 136 2164 2122 2088 1727 1535 361 339 325 318 215 1212 1176 1152 245 907 789 733 700 690 682 674
is_linear=0
shrinkage=0.00318838


Tree=728
num_leaves=31
num_cat=0
split_feature=39 42 42 151 147 1348 1452 2 1375 403 47 3 1 42 2 3 50 16 0 47 160 123 42 43 4 133 1 42 4 1375
split_gain=0.00194492 0.00219826 0.002689 0.00201871 0.00193481 0.00215828 0.00203225 0.00217494 0.00347639 0.00378988 0.0027047 0.00316384 0.00289563 0.0054229 0.00423601 0.00356244 0.0030708 0.00296923 0.00355674 0.00287123 0.0025788 0.00304993 0.00219766 0.00515783 0.00335544 0.00295897 0.00290241 0.00236882 0.00245421 0.00422419
threshold=0.16946000000000003 -0.11051499999999999 -0.106335 -0.081779999999999978 -1.0000000180025095e-35 0.084895000000000012 0.090425000000000019 0.089775000000000008 -1.0000000180025095e-35 -1.0000000180025095e-35 0.086380000000000012 -0.075944999999999985 1.0000000180025095e-35 0.083995000000000014 0.073895000000000002 -0.082879999999999995 0.10124500000000002 -0.0034149999999999996 -0.026509999999999995 0.10783500000000001 -0.51745999999999992 1.0000000180025095e-35 0.092145000000000019 -0.50216499999999986 -0.49405499999999997 -0.087414999999999979 0.11955000000000002 0.091465000000000005 0.033845000000000007 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 -1 -4 6 7 8 -6 -10 12 -12 13 14 -11 -15 17 -14 -19 -13 -9 22 24 -24 -22 -26 -25 28 29 -27
right_child=-2 2 4 -5 5 -7 -8 20 9 10 11 19 16 15 -16 -17 -18 18 -20 -21 21 -23 23 26 25 27 -28 -29 -30 -31
leaf_value=0.0024109081130586204 0.0043792245153902775 0.0037322568876069053 -0.0043784504769245978 -0.0033856355882959147 -0.0040323610563327622 0.0032424314008181261 -0.0043789374942574174 -0.0043784974620194447 -0.003656240141095266 0.0043823184345840932 -0.0042223960270273463 -0.0016651310331831824 0.0026634498982768323 0.0029136478652841539 -0.0043784595920800589 -0.0043782433730659379 -0.0039231310950334237 -0.002791136662366796 0.0036680411310635944 0.0021568609089234929 -0.0028308421864682749 0.0028734001885175491 0.004147712922095495 -0.003381587863725177 0.0034575286022459893 0.0033974035716006655 0.0038589099042838308 0.0037237855637690248 -0.00077671712604373265 0.00019457890035751136
leaf_weight=0.0014000614981455328 0.0018868520715784589 0.0036374013234308214 0.0019724493541843904 0.006470701364296616 0.0052600706198759886 0.0038062011155659539 0.0020893400695882738 0.0021735594877725353 0.0061086041777542724 0.0012205900857225069 0.0054230209898804551 0.01119163578334792 0.019653715914984098 0.0072010569004916647 0.0079059038677371518 0.0015619609143939783 0.0019401177676883199 0.0048281693278084958 0.002468095817434352 0.0056750739009885356 0.0055248206459452822 0.0090418284072484312 0.0026340719196014115 0.010358444802484712 0.0068053621770296493 0.010018717582852332 0.0011816307837762005 0.004013672970273773 0.02714727405418671 0.037112331520297914
leaf_count=19 23 10 19 160 81 53 88 49 501 1 103 44 236 67 145 128 59 76 45 32 90 148 3 244 113 19 15 15 216 319
internal_value=0 -8.39575e-05 1.98033e-06 -0.00235454 -6.44286e-05 -2.23757e-05 -8.49655e-05 -3.9297e-05 -0.000592381 -0.000351692 -5.94324e-05 -0.00131421 0.000538448 -0.00084541 -0.00320678 0.00161391 0.00139537 0.00177825 -0.000606201 -0.000379161 0.00034419 0.000434363 0.000223922 -0.00137876 0.000474597 0.000689198 -0.00264021 0.000448567 0.000271589 0.000875408
internal_weight=0 0.215826 0.207955 0.00787076 0.204318 0.202345 0.198539 0.19645 0.080438 0.0751779 0.0690693 0.0222897 0.0467796 0.0178895 0.00912649 0.00876302 0.0288901 0.02695 0.00729627 0.0168667 0.116012 0.113838 0.104796 0.0141741 0.0906222 0.0850974 0.0115401 0.078292 0.0742783 0.047131
internal_count=3121 3098 2919 179 2909 2890 2837 2749 1518 1437 936 179 757 341 146 195 416 357 121 76 1231 1182 1034 262 772 682 259 569 554 338
is_linear=0
shrinkage=0.00437696


Tree=729
num_leaves=31
num_cat=0
split_feature=39 2 9 52 52 48 403 52 11 160 0 0 150 3 457 403 1 3 3 15 1375 2 15 16 9 0 0 131 131 150
split_gain=0.00826018 0.00869168 0.00983513 0.00811218 0.0084651 0.00949401 0.0104943 0.00993853 0.00869958 0.00784177 0.0148376 0.00914385 0.00761385 0.0074455 0.00995872 0.00864215 0.0104031 0.0144574 0.0140829 0.0142385 0.0119834 0.00854802 0.00691214 0.0118279 0.00907829 0.0116476 0.0129787 0.00815668 0.010934 0.0066001
threshold=0.16946000000000003 0.088225000000000012 -0.036024999999999995 0.19022000000000003 0.13389000000000004 0.12879500000000002 0.10323500000000001 0.11434500000000002 0.10221500000000001 0.083670000000000008 -0.13455999999999999 1.0000000180025095e-35 -0.17852999999999997 -0.10831999999999999 0.088350000000000026 0.092070000000000013 0.085110000000000005 0.076840000000000006 -0.055119999999999995 -0.036009999999999993 -0.012484999999999998 0.10467500000000002 -0.11713499999999999 -0.16927999999999996 0.091600000000000015 -0.084269999999999984 -0.083914999999999976 0.10033500000000002 0.10370500000000001 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 6 7 8 13 10 -4 22 -5 -3 15 16 18 -18 -15 -20 -19 -22 -12 -24 25 -25 -27 29 -29 -28
right_child=-2 3 9 12 -6 -7 -8 -9 -10 -11 11 -13 -14 14 -16 -17 17 20 19 -21 21 -23 23 24 -26 26 27 28 -30 -31
leaf_value=0.001348489820558697 0.0013488443709651057 0.00071336742646054864 0.00061616434686399899 0.0013472387786898302 0.00090250296557910497 -0.00069895162321565168 -0.0013031917435358097 -0.0011413562932338936 -0.0011175764186524045 -0.0011181614044949121 -0.0012232879559815448 0.00081631069581352789 -0.0010140759721377103 -0.0012859369308515112 0.0008190794687041559 0.0010264729516861963 0.0010535472364280188 0.0013503867240317366 -0.0013465908568610146 0.00051417011532557514 -0.0010881037567334871 1.6881154286046473e-05 0.00042968333945871693 -0.0013471913501236275 0.00063487715773562984 0.0010352384989164537 0.0013474155002450832 0.001185669237708612 -0.0013463630446482974 -0.0010633914695583101
leaf_weight=0.0066195254612466661 0.0076627498438028843 0.055267625490387218 0.031188558274152456 0.0028332622023299328 0.023498504269809928 0.026942148310126868 0.0088864724801283046 0.0099056984147978255 0.0083891514092329089 0.020074831730028109 0.019749077081485211 0.010533428363032726 0.019493020385965565 0.024594527609906436 0.034243274860273232 0.014267700108575809 0.026714928354522272 0.0087508116484968923 0.010143992111011357 0.028047652186273808 0.018711824412321221 0.039359994976280177 0.026775870051778838 0.033005130866001764 0.010228962406472419 0.010129432846326836 0.0021757985232397905 0.0086376716942595522 0.0048099673228989568 0.037744488801763509
leaf_count=82 23 184 85 3 44 56 87 57 27 119 73 69 201 451 81 14 113 6 67 44 43 111 35 507 13 22 2 7 76 419
internal_value=0 -5.7756e-05 -0.000267431 7.13346e-05 0.000123279 6.50071e-05 0.000136653 0.000182613 0.000231459 -0.00031717 -0.000234701 -0.000396721 -0.000714419 0.00027497 0.000156684 2.37193e-05 -6.78022e-05 0.000216666 -0.000491598 1.99378e-05 -0.000117909 -0.000339166 -0.000480093 -0.000370156 -0.000570813 -0.000698613 -0.000361489 -0.000626594 0.000280009 -0.000931994
internal_weight=0 0.581723 0.221673 0.360051 0.337724 0.314226 0.287284 0.278397 0.268491 0.215053 0.194978 0.16379 0.0223263 0.260102 0.204835 0.170591 0.156324 0.0935376 0.0627862 0.0381916 0.0668226 0.0580718 0.153256 0.133507 0.106731 0.0965025 0.0634974 0.0533679 0.0134476 0.0399203
internal_count=3121 3098 1509 1589 1385 1341 1285 1198 1141 1427 1308 1223 204 1114 930 849 835 273 562 111 160 154 1154 1081 1046 1033 526 504 83 421
is_linear=0
shrinkage=0.00134594


Tree=730
num_leaves=31
num_cat=0
split_feature=133 1 159 52 1447 43 48 51 48 47 128 16 2 50 133 401 11 3 15 2 12 3 160 4 4 52 474 1 1 15
split_gain=0.00799494 0.00886721 0.00840385 0.00775246 0.00753495 0.0080353 0.00781193 0.0127911 0.00883198 0.00955238 0.0111383 0.00790286 0.00900217 0.00748118 0.01028 0.00888374 0.00754913 0.00990577 0.0080799 0.0109973 0.0108716 0.0146349 0.0135486 0.0124773 0.00938915 0.00807697 0.00742622 0.0086126 0.00647786 0.00643667
threshold=-0.25159999999999993 0.10060500000000001 0.091530000000000014 -0.43320999999999993 -1.0000000180025095e-35 -0.40263499999999991 0.12879500000000002 0.12808000000000003 -0.089099999999999999 0.090100000000000013 0.086435000000000012 0.033715000000000009 0.113445 0.088425000000000017 -0.16927999999999996 0.083100000000000021 0.081790000000000015 -0.11255999999999998 0.088235000000000022 0.10402500000000002 0.084100000000000022 0.10732000000000001 0.083670000000000008 0.024790000000000003 -0.080364999999999978 0.091820000000000013 0.084660000000000027 0.094385000000000011 0.13146500000000003 0.14654000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 13 -3 -5 -6 8 -8 -7 10 11 -10 -13 15 -15 16 17 -2 20 25 24 22 -22 -24 -19 -20 27 -26 -11 -27
right_child=1 3 -4 4 5 6 7 -9 9 28 -12 12 -14 14 -16 -17 -18 18 19 -21 21 -23 23 -25 26 29 -28 -29 -30 -31
leaf_value=-0.00073599194208002832 0.00050335876770143939 -0.0011491837085466589 -0.00081892969212850721 -0.00088209131796032614 -0.00093253220841082551 -0.00050368374459412854 -0.00098583272291157442 0.00041992333047099757 0.0010109187522652405 -0.00021736910196136378 -0.00068970854799216025 -0.0003793725862816504 0.0010065130377177294 0.00093507617495385052 -0.001067086037771575 -0.00114925847814653 -0.00095688274825765011 0.00067254863021954997 0.00078891347751074517 -0.0011500967053114477 -0.001149965021430246 0.00042719202440681079 0.00089643589013115965 -0.0011501016241844309 -0.0003759940240777277 -0.0011492473066148229 0.00083168323554893046 0.00057574681225440905 0.00065091471195834693 0.00066109392908093834
leaf_weight=0.020149486085756507 0.051376507971781393 0.0056092093404913604 0.020773005194456573 0.0078940639168649795 0.0071724520057614418 0.012812153627237421 0.015058573602800607 0.019736772792384727 0.066765024783251192 0.032873407013539691 0.0070890744318603529 0.01355589127587109 0.011375046212151574 0.0041359916140208943 0.018615553503792626 0.0089599761182910242 0.01028645560768382 0.025434616455868309 0.036442964353739171 0.0057505919484128745 0.039973472683612954 0.016993920871755108 0.0099584707907069969 0.0064953944591081827 0.074089705997721467 0.0058976085427104863 0.0099461423960747197 0.015105332126040594 0.017308608263647329 0.0046235980826168088
leaf_count=187 85 97 204 33 15 25 23 42 347 58 10 38 48 8 386 184 37 75 115 43 573 11 32 31 167 168 13 35 25 6
internal_value=0 2.87715e-08 -0.000109375 0.000183767 0.000219094 0.000261759 0.000305336 -0.000188453 0.000411539 0.000490255 0.000697586 0.000804838 0.000252955 -6.65385e-05 -0.000703114 -2.14669e-05 1.0882e-05 4.38355e-05 -5.03311e-05 0.000349341 -0.00015674 -0.000507369 -0.000788826 8.85365e-05 4.99103e-05 0.000532942 -0.000109827 -0.000214815 8.21164e-05 -0.000353684
internal_weight=0 0.58211 0.364859 0.21725 0.211641 0.203747 0.196575 0.0347953 0.161779 0.148967 0.098785 0.091696 0.0249309 0.344086 0.0227515 0.321335 0.312375 0.302088 0.250712 0.0527148 0.197997 0.0734213 0.0564273 0.0164539 0.124576 0.0469642 0.0991412 0.089195 0.050182 0.0105212
internal_count=3121 2934 2173 761 664 631 616 65 551 526 443 433 86 1969 394 1575 1391 1354 1269 332 937 647 636 63 290 289 215 202 83 174
is_linear=0
shrinkage=0.00114875


Tree=731
num_leaves=31
num_cat=0
split_feature=1 1447 52 43 133 48 51 48 2 50 1212 401 11 3 131 474 51 3 12 15 50 3 13 2 9 151 15 0 2 1
split_gain=0.0081379 0.00819212 0.00771614 0.00734162 0.00772219 0.00791447 0.0111823 0.00975987 0.00906639 0.00684368 0.00857908 0.00776624 0.00715427 0.00790921 0.00691281 0.00675706 0.00662939 0.00822864 0.00803894 0.0114404 0.0101187 0.00992898 0.0126308 0.00918694 0.00878188 0.0090529 0.00877896 0.00960283 0.00704077 0.00675778
threshold=0.10060500000000001 -1.0000000180025095e-35 -0.43320999999999993 -0.40263499999999991 -0.25159999999999993 0.12879500000000002 0.12808000000000003 -0.089099999999999999 0.10252500000000002 0.088425000000000017 -0.47073499999999996 0.083100000000000021 0.081790000000000015 -0.10831999999999999 0.10100500000000001 -0.14697499999999997 -0.096089999999999981 0.092670000000000016 0.092355000000000007 -1.0000000180025095e-35 0.088280000000000011 -0.084074999999999997 0.016935000000000002 -0.013254999999999998 0.091600000000000015 -0.0067699999999999991 -0.090344999999999995 -0.080434999999999993 0.089775000000000008 0.094385000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=9 -2 -3 -4 -5 7 -7 -6 -9 11 -11 12 13 -1 16 -10 -15 18 19 24 -20 22 -21 -23 25 26 28 -28 -18 -27
right_child=1 2 3 4 5 6 -8 8 15 10 -12 -13 -14 14 -16 -17 17 -19 20 21 -22 23 -24 -25 -26 29 27 -29 -30 -31
leaf_value=0.00038307639482871219 -0.0011158283655558344 -0.0013733618263638058 -0.0011228159986368036 -0.0009684469507330797 -0.00065495140421060018 -0.0011722587172444021 0.00044651258128147899 0.0002568419609791778 -0.00064823319352281356 0.0010593778051812834 -0.0013013563583014389 -0.0013279251614935106 -0.0011868634603344733 -0.0013733323169281045 -0.0013740915085400985 0.001067258883015007 -0.00048589645991237331 0.00045036511719582855 -0.0013741748236318799 -0.0012776427222935328 0.001376897305785905 -0.0013735526382781303 0.0010486883407628445 0.00080565815438100462 0.000945236599704632 -0.0013509622068781702 -0.0013551502026957899 0.0011826403630369399 0.00086929109843500495 0.00018782112797077017
leaf_weight=0.064790082164904561 0.0089205777921961271 0.0055193661503381 0.0068678792886203146 0.0083678016012527223 0.012402186636791157 0.013798858819427551 0.019281393913843203 0.068030930064139739 0.0046260299859568468 0.0034615431322890791 0.017927992974733797 0.0097083397493804569 0.010673640592756328 0.0076094317535932978 0.0084779949542053146 0.067051007622012548 0.012380970398908175 0.045746327259166719 0.018289356719037642 0.013269989525838355 0.0029224918689578763 0.0039511689674327491 0.0065801126884252872 0.047219786949312947 0.0081619003904052079 0.029323595615977638 0.015416429572155721 0.0034366914537713447 0.0173528768414144 0.0065873739713424575
leaf_count=126 36 96 15 23 25 23 42 226 2 6 441 197 51 169 147 298 53 58 260 234 1 13 10 199 3 218 102 10 24 13
internal_value=0 0.000172186 0.000227977 0.000272074 0.000321568 0.000379857 -0.00022873 0.00051221 0.000615822 -0.000166633 -0.000919311 -0.000118126 -8.16719e-05 -4.38042e-05 -0.000155903 0.000956541 -0.000112554 -7.09571e-05 -0.000199943 -9.68911e-05 -0.000995142 0.000317681 -0.000506487 0.00063739 -0.000414649 -0.000546004 -0.00015968 -0.000892542 0.000305 -0.00106869
internal_weight=0 0.214866 0.205945 0.200426 0.193558 0.18519 0.0330803 0.15211 0.139708 0.353288 0.0213895 0.331899 0.32219 0.311517 0.246726 0.071677 0.238249 0.230639 0.184893 0.163681 0.0212118 0.0710211 0.0198501 0.051171 0.0926598 0.0844979 0.048587 0.0188531 0.0297338 0.035911
internal_count=3121 786 750 654 639 616 65 551 526 2335 447 1888 1691 1640 1514 300 1367 1198 1140 879 261 456 244 212 423 420 189 112 77 231
is_linear=0
shrinkage=0.00137286


Tree=732
num_leaves=31
num_cat=0
split_feature=4 11 151 0 0 16 4 43 0 4 4 48 1374 16 0 403 4 474 51 376 151 133 12 13 40 42 15 13 43 15
split_gain=0.00702346 0.00936469 0.00801566 0.00797112 0.00951305 0.00965601 0.00842237 0.0117936 0.0074897 0.0100377 0.0102911 0.00778266 0.0114432 0.00909989 0.0072774 0.00728656 0.00707724 0.00696332 0.00670735 0.0066745 0.0061136 0.00591631 0.00744781 0.00587087 0.00734972 0.00676762 0.00625219 0.00615151 0.00781954 0.00627604
threshold=0.27287000000000006 0.081790000000000015 -0.27559499999999998 -0.0058249999999999994 -0.10011499999999998 -0.014754999999999999 -0.49405499999999997 -0.45785999999999999 -0.10224499999999999 0.033845000000000007 0.181285 0.094925000000000023 -0.094929999999999987 -0.090344999999999995 -0.08824499999999999 -1.0000000180025095e-35 -0.033174999999999989 -1.0000000180025095e-35 0.11144500000000002 0.082945000000000019 -0.46784999999999993 0.10275500000000001 0.10124000000000001 -0.084034999999999985 0.051255000000000002 -1.0000000180025095e-35 0.090615000000000015 -0.063184999999999977 -0.064334999999999989 0.14654000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 4 5 8 7 -5 9 11 -11 12 -1 -14 20 -16 -7 -4 -19 -9 -6 23 -23 26 25 -25 -17 29 -29 -27
right_child=2 -3 17 6 14 16 -8 19 -10 10 -12 -13 13 -15 15 21 -18 18 -20 -21 -22 22 -24 24 -26 27 -28 28 -30 -31
leaf_value=-0.0012704715259055789 -0.0011783259712349803 -0.0010597390217500667 -0.001272322712514509 0.001078787695371378 0.00067280576907968932 -0.00045807667569376024 0.00069380392930791729 -0.001230406943347778 0.00080221692470025779 -0.001226998372857728 -0.00016933567445295597 0.0011580555968653508 0.00066329510083834294 -0.00055018906256288074 -0.0010757717142054909 0.00050196403520985406 0.00084644311986764999 0.00084104501296687552 -0.00038160641680455511 0.00039725113997838782 -0.0011913293730478867 0.001051360705226821 -0.0012688473622988535 -0.0012159632169906529 0.00093682529266455813 -0.0010842725860741689 -0.001269185127923218 0.00075439398117375532 -0.00042078338257286086 0.0012695959263290747
leaf_weight=0.0097384273540228605 0.0048903073547990053 0.015410644130895435 0.003286621144070522 0.0080805438046809286 0.0032267630449496201 0.0082894631651697637 0.042296765486753429 0.013597017445817983 0.013676681000220015 0.022601911789024598 0.042863305554874387 0.010703024400982031 0.029072708810872427 0.015105896719319389 0.014866479363831786 0.024275881461107929 0.034667176707671388 0.042287526957409227 0.0087031463723405977 0.0057735601758395197 0.023019013132653754 0.011958003996539901 0.0027343919723961116 0.016944755286516511 0.0061227222158777286 0.019342444575329409 0.0036939271398068732 0.013792332832963439 0.026817778205042941 0.0020116014638915649
leaf_count=9 15 127 3 6 2 37 99 68 29 76 85 27 47 54 586 219 79 317 17 13 364 59 48 268 11 325 24 45 60 2
internal_value=0 -8.84852e-05 0.000376904 -5.32897e-05 -0.0001302 6.70659e-05 0.000338742 -0.000208338 -9.05952e-05 -0.000184462 -0.000534494 0.000170148 -2.59604e-05 0.000248371 -0.000348398 -0.000235405 0.000594706 0.000517028 0.000632361 -0.00074527 -0.000962145 -0.000137567 0.000619548 -0.000236007 -0.000401809 -0.000505677 0.000268051 -0.000311441 -2.16602e-05 -0.000862533
internal_weight=0 0.440683 0.0591676 0.425273 0.355525 0.186719 0.0697479 0.0274511 0.143762 0.130085 0.0654652 0.0646201 0.053917 0.0441786 0.168806 0.14256 0.0429566 0.0542773 0.0509907 0.0193706 0.0262458 0.127694 0.0146924 0.113001 0.0850316 0.0789089 0.0279698 0.0619642 0.0406101 0.021354
internal_count=3121 2769 352 2642 2456 443 186 87 327 298 161 137 110 101 2013 1647 116 337 334 81 366 1061 107 954 711 700 243 432 105 327
is_linear=0
shrinkage=0.00126831


Tree=733
num_leaves=31
num_cat=0
split_feature=3 4 1 15 48 151 132 150 15 39 3 0 48 15 4 52 51 1 3 0 43 43 2 13 1212 15 1 51 16 47
split_gain=0.00947669 0.0150609 0.0098061 0.0124112 0.0136025 0.0131538 0.0118816 0.0104289 0.0102093 0.00902885 0.0109241 0.00909719 0.0103791 0.0103635 0.0105126 0.0158923 0.00781742 0.00753757 0.00751092 0.0134157 0.0131998 0.0167775 0.00954984 0.00746338 0.00753917 0.00941737 0.00792112 0.00704028 0.00756362 0.00699412
threshold=-0.20241999999999996 -0.46376499999999993 1.0000000180025095e-35 -1.0000000180025095e-35 0.088965000000000002 0.08357500000000001 0.079970000000000013 0.087790000000000021 -0.036009999999999993 0.0046100000000000004 0.31299000000000005 -0.10151999999999999 0.12649500000000002 -0.092489999999999989 0.0052350000000000009 -0.0064899999999999992 -0.40274499999999996 0.080585000000000004 -0.084074999999999997 -0.076899999999999982 -0.082389999999999977 0.016310000000000002 0.081685000000000021 -0.23438999999999996 -0.47386499999999993 0.035560000000000008 0.095950000000000021 0.086685000000000012 -0.056919999999999991 0.096300000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -2 18 9 8 -6 10 11 12 13 27 15 -15 -11 -13 19 -5 -20 22 -22 -19 -25 26 -26 28 29 -4
right_child=2 -3 6 5 7 -7 -8 -9 -10 16 -12 17 -14 14 -16 -17 -18 23 20 -21 21 -23 -24 24 25 -27 -28 -29 -30 -31
leaf_value=-0.0005770793229001968 -0.0012199749553150313 0.0009648110029474667 0.00054880067365068298 -0.0012200014810769494 -0.001219857710646915 0.0010353875572999514 0.00074251701524495714 0.00099926035006191009 0.0011751232955678637 -0.0012202589691537099 0.0012196650304341175 0.00090938405458229816 -0.00073475112848129728 -0.00096587454246497423 0.00081821341548638622 0.00086388138514026543 0.00055618683677014879 0.0012197455268958006 0.0010390930778894317 -6.8933682843919415e-05 0.0011939398904255172 0.0003818508524472181 -0.0010361248367124708 0.00090934236367166499 -0.001077063475326196 -0.0012206283079545179 -0.00011523569486351051 -0.0007990279543805916 -0.00063780938092632133 -0.00027427735875615403
leaf_weight=0.013453721758878601 0.036774897228099235 0.031357308805411321 0.038296210701446398 0.025257201556200926 0.01141166645516023 0.013689735904335976 0.032376043400518029 0.0089820194709773205 0.0034432217144058095 0.0039670272526564068 0.0089737518849233311 0.0058759708199431762 0.024619614442599413 0.015359469906115919 0.045866822411881003 0.013045976771650203 0.05112686771275321 0.0035716379861696615 0.015517871363272207 0.037224882248665381 0.0031515337832388459 0.035125155560137955 0.030199536531995363 0.0048354038881370789 0.017705187582691906 0.029490581217487488 0.045233714721007345 0.019517050512149581 0.020133790673753538 0.025598213408557058
leaf_count=69 607 75 31 338 155 6 151 10 7 6 76 15 30 45 65 29 262 10 30 70 2 130 243 6 152 267 159 20 26 29
internal_value=0 0.000501886 -7.84323e-05 -0.000285173 -0.000755026 -0.000107366 3.41033e-05 -3.77156e-05 -0.000664724 -2.73505e-05 -0.000106257 -0.000144745 7.08468e-06 0.000109795 0.000457286 -0.000125509 0.000428274 -0.000432772 -0.000214168 -0.000534231 2.39223e-05 -0.000206133 -0.000825393 -0.000510982 -0.000574536 -0.000652164 -0.000385805 -0.000139458 1.37389e-05 0.000219048
internal_weight=0 0.044811 0.626371 0.220778 0.0606118 0.160166 0.405593 0.0238369 0.0148549 0.373217 0.318123 0.30915 0.202437 0.177818 0.0742723 0.0284054 0.0550939 0.106712 0.146476 0.0624821 0.0839941 0.0684762 0.0333511 0.100837 0.0972649 0.0924295 0.0629389 0.103545 0.0840282 0.0638944
internal_count=3121 144 2977 1598 779 819 1379 172 162 1228 960 884 275 245 139 74 268 609 813 408 405 375 245 594 584 578 311 106 86 60
is_linear=0
shrinkage=0.00121906


Tree=734
num_leaves=31
num_cat=0
split_feature=4 151 474 1456 11 2 1375 403 52 150 159 2 50 15 123 0 0 2 453 41 0 16 3 0 16 50 1374 1 3 15
split_gain=0.00730319 0.00836658 0.0079907 0.00846944 0.00726887 0.00740008 0.00902682 0.00899684 0.00824792 0.00723972 0.00718937 0.00597397 0.00612907 0.00645925 0.00682664 0.00717029 0.0101073 0.00611477 0.00589763 0.00547972 0.00520028 0.0074847 0.0109914 0.00972008 0.00560399 0.00609724 0.00491191 0.00623275 0.0128341 0.00757149
threshold=0.27287000000000006 -0.27559499999999998 -1.0000000180025095e-35 0.091180000000000011 0.081790000000000015 0.088225000000000012 -1.0000000180025095e-35 -1.0000000180025095e-35 0.19022000000000003 -0.050224999999999992 0.09320500000000001 0.086950000000000013 0.10124500000000002 -0.13578499999999996 0.10388000000000001 -0.10607499999999999 -0.10224499999999999 0.079055000000000014 1.0000000180025095e-35 0.08178500000000001 -0.033209999999999996 -0.056919999999999991 -0.08824499999999999 -0.073309999999999986 -0.088704999999999992 0.10030500000000002 0.10637000000000001 0.078340000000000007 -0.0087149999999999988 0.040760000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 -3 18 5 6 -1 -8 26 -10 11 12 13 -9 15 17 -17 -15 19 -4 21 22 -18 -23 25 -24 27 -7 -29 -30
right_child=1 2 3 -5 -6 8 7 10 9 -11 -12 -13 -14 14 -16 16 20 -19 -20 -21 -22 23 24 -25 -26 -27 -28 28 29 -31
leaf_value=-0.0012913294378522112 -0.0012136064239400871 -0.0012985258731614126 0.0011268011989057137 -0.0011906822982542212 -0.0010223570355127206 -4.1109103843377692e-05 -0.0011293486483325689 -0.0011432070466610934 0.0012947337292473621 -0.001116896977390583 -0.001271266774958593 -0.001294377070753172 -0.0012665418895946652 0.0011007719126512455 -0.0012495143117988124 -0.0012961634537737919 -0.0012940215077245239 8.3876691786702895e-05 -0.00065424315512050931 0.00012418113891801545 0.00092290923322356012 -0.001265949917999354 -0.0011240507206732662 0.00024598569282931155 0.0010867929834021313 0.001297283438643431 -0.0011742452646854567 0.0012514577123869748 0.00030070245918273369 -0.00084172944593487523
leaf_weight=0.013448497060664977 0.0052376519506651667 0.0039166691531136158 0.036887640995303173 0.0040591618017060674 0.01391866414070364 0.12573610699269011 0.015539104860096131 0.006875704938920534 0.0024140123859979204 0.015207108176554129 0.0082643582932178106 0.0060120548910163043 0.0059171959885873085 0.022612226904357158 0.0056287240959136389 0.0091026750378659926 0.0053033966754583153 0.017598706215267157 0.0045931241038488215 0.012120684889396216 0.012131700615327645 0.013870394130350402 0.0046790535598120178 0.014614319708243787 0.020491715911703068 0.0027714157477021217 0.0047362578661704893 0.022520274030284781 0.077764984459008701 0.011094062825122819
leaf_count=70 15 3 279 9 127 772 492 38 3 188 94 96 110 18 6 8 50 33 8 38 47 147 66 63 54 1 15 84 163 24
internal_value=0 0.000356053 0.000489565 0.000611024 -0.000101773 -7.29363e-05 -0.00027073 -0.000190657 6.79817e-05 -0.000786515 -9.70786e-05 -3.13381e-05 2.22891e-05 7.84968e-05 0.000143713 0.000207379 -9.92043e-06 0.000655718 0.000747464 0.000878834 0.000148595 -3.57926e-06 0.000413389 -0.000490239 0.000737454 -0.000223366 0.00013024 0.000156296 0.000379147 0.00015807
internal_weight=0 0.0668149 0.0615773 0.0576606 0.458253 0.444334 0.184861 0.171413 0.259473 0.0176211 0.155874 0.147609 0.141597 0.13568 0.128804 0.123176 0.0829647 0.0402109 0.0536014 0.0490083 0.073862 0.0617303 0.0332456 0.0284847 0.0279422 0.00745047 0.241852 0.237115 0.111379 0.088859
internal_count=3121 352 337 334 2769 2642 1393 1323 1249 191 831 737 641 531 493 487 436 51 325 317 428 381 171 210 121 67 1058 1043 271 187
is_linear=0
shrinkage=0.00129368


Tree=735
num_leaves=31
num_cat=0
split_feature=147 48 14 12 3 15 403 3 3 15 15 15 1 128 52 16 0 157 16 49 43 15 160 2 48 1375 1 11 43 4
split_gain=0.00956089 0.0153419 0.0122156 0.00912399 0.0130556 0.0128205 0.0123823 0.0119587 0.0135952 0.0152281 0.0112553 0.0121242 0.0102897 0.00970478 0.0116904 0.00946169 0.0128703 0.00964181 0.00893546 0.00861765 0.00831574 0.00826587 0.0120774 0.00814757 0.011453 0.00963574 0.0123702 0.00811816 0.00810543 0.00778786
threshold=0.089025000000000007 -0.098424999999999985 0.076175000000000007 0.084100000000000022 -0.0049599999999999991 0.088235000000000022 -1.0000000180025095e-35 0.10732000000000001 -0.10519499999999998 -0.053579999999999996 0.035560000000000008 -0.016799999999999995 0.099195000000000019 0.087235000000000021 0.091820000000000013 -0.056919999999999991 -0.10224499999999999 -0.071119999999999989 0.064860000000000015 -1.0000000180025095e-35 0.08845500000000002 -0.055554999999999993 0.032695000000000009 0.089885000000000007 0.12879500000000002 -1.0000000180025095e-35 0.093575000000000019 0.088215000000000002 -0.25681499999999996 -0.016959999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 12 7 -7 8 20 21 11 15 29 14 -8 16 23 -17 -13 -16 27 22 -10 -6 25 -25 -27 -5 -14 -1
right_child=1 -3 -4 5 10 6 13 -9 9 -11 -12 18 28 -15 19 17 -18 -19 -20 -21 -22 -23 -24 24 -26 26 -28 -29 -30 -31
leaf_value=0.00050435391588227532 -0.00092232999997572326 0.0011968129035838911 -0.0011802566935129469 0.00045952463318530849 -0.00078694907772284802 -0.0013200245097340993 0.00073629533485932428 0.00056081749553024956 -0.0009988999516149131 -0.0013208622495818046 -0.0011198830958974804 0.0010205599508148391 -0.00073026613785351108 -0.0013219751228343976 0.00085805337328958241 0.00064839873954814365 0.0010823435524930775 -0.00090187251540414142 -0.00031691574971124103 -0.0013203440286907644 -0.0010227097221180213 0.0010895967561875891 0.00041474355852692515 0.0010168962869501756 -0.00098669935718795733 -0.0012040558072605751 0.00037306354241726256 -0.00060913302837155216 0.0013056299502868008 -0.00037170723133137017
leaf_weight=0.052290790052495595 0.0079217790234906715 0.023881276930296735 0.016869399889742454 0.041307342560685356 0.025107355774593998 0.008451276247910755 0.06067496617163215 0.02008942436759753 0.030439912717923789 0.052293628609163534 0.016722993021744514 0.030239454253205622 0.0038375543044821816 0.0055665518254954796 0.004746841121232138 0.0084155615331837907 0.017798422061900965 0.04110700228739006 0.012209233428848165 0.0094710202105261487 0.013106150194289512 0.0063967857995521618 0.016083087428114595 0.02213416266204149 0.014543748136929935 0.011834535509478883 0.032279202404083662 0.017673168359578995 0.030209063584948126 0.026685337705771417
leaf_count=134 22 102 95 120 39 269 137 20 465 550 23 31 8 41 5 19 75 88 47 166 19 11 118 16 18 18 78 76 164 147
internal_value=0 0.000668959 -7.2072e-05 -4.24788e-05 0.000101898 -0.000216667 0.000199391 -0.000404073 -0.000513402 -0.000815854 -7.70086e-05 3.85606e-06 0.000469758 0.000358987 0.000483928 -0.000151023 4.41108e-05 -0.000638429 0.000635871 -0.000593054 -7.196e-05 -0.000316822 -0.000510201 -0.000130385 7.36536e-05 0.000306438 -5.00354e-05 0.000139308 0.00107615 0.000208341
internal_weight=0 0.0318031 0.648584 0.631715 0.345414 0.2863 0.0889107 0.19739 0.1773 0.105213 0.232392 0.215669 0.113023 0.0804594 0.0748928 0.17322 0.123697 0.0495226 0.0424487 0.0142179 0.0720867 0.0529198 0.046523 0.105899 0.0807916 0.0662479 0.0441137 0.0589805 0.0340466 0.0789761
internal_count=3121 124 2997 2902 905 1997 618 1379 1359 1144 452 429 453 349 308 351 244 107 78 171 215 594 583 169 130 112 96 196 172 281
is_linear=0
shrinkage=0.00131955


Tree=736
num_leaves=31
num_cat=0
split_feature=31 30 133 52 160 393 401 484 15 50 48 4 11 474 401 13 13 403 48 160 43 130 16 49 43 0 43 52 0 133
split_gain=0.00216616 0.00225435 0.00217054 0.00288522 0.00249014 0.00226903 0.00224131 0.0023178 0.00453409 0.00292692 0.00503273 0.00308366 0.00385991 0.00365681 0.00286087 0.00266696 0.00411859 0.00333977 0.00249396 0.00337073 0.00294415 0.00351849 0.00342617 0.00354114 0.00465735 0.00398607 0.00599922 0.00411638 0.00421929 0.00448024
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.25159999999999993 -0.53299999999999992 -0.40698999999999991 -1.0000000180025095e-35 0.10076500000000001 -0.0068949999999999992 1.0000000180025095e-35 0.10030500000000002 0.12879500000000002 0.27834500000000006 0.081790000000000015 -1.0000000180025095e-35 1.0000000180025095e-35 -0.53104499999999988 -0.47860499999999995 -0.092474999999999988 0.095205000000000012 0.10210000000000001 0.0034250000000000005 -0.23647499999999996 -0.36241499999999999 -0.087004999999999985 -0.088249999999999981 -0.10151999999999999 -0.074359999999999996 0.096795000000000006 -0.084044999999999995 0.090445000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 -4 -5 -6 7 8 -7 10 11 12 14 -13 15 -9 -17 -18 19 20 21 -19 -23 24 -24 -25 27 28 -27 -30
right_child=1 2 3 4 5 6 -8 9 -10 -11 -12 13 -14 -15 -16 16 17 18 -20 -21 -22 22 23 25 -26 26 -28 -29 29 -31
leaf_value=0.0030063319732891365 -0.0030081464323134825 -0.0016456413329162005 -0.0030048552177394726 -0.001908477842519761 -0.0030049594801996116 -0.0019907331479712786 -0.0027421807930791322 -0.0018487378426293977 0.0020244277747629774 0.0018983708461049254 -0.0019614166652882218 -0.0030090428156412594 -0.0026409330081424705 0.0018693143417298267 -0.0023074426075749502 0.003006705015316738 -0.0030047937326103395 -0.0029966590252337335 0.001673673260286362 -0.0022779012568294784 0.0014566703886889885 -0.0017286199449202142 0.0011455046779936162 0.0013685191723903053 -0.0026195729515829467 -0.003005056980176547 -0.0015982595085538914 0.0027681102023931173 0.0014420980215148046 -0.0014580668979155024
leaf_weight=0.0020956441999828703 0.0023211488150991491 0.0072930763599217121 0.0028114320319332356 0.0056649427303412372 0.0020914345137228443 0.010470840739621678 0.0024087539972867935 0.0050578510035279569 0.0033513371453821614 0.009326063637814741 0.009462410850460401 0.0015134527347981921 0.0043379656864033214 0.016608328435680164 0.0039051615974869938 0.0051609749079943859 0.0027491661409158033 0.0031604632451944772 0.011594115945115391 0.0047028510261100101 0.017471702959710456 0.0075396648934997609 0.0049195627346421134 0.035076358264802807 0.0074673547760539805 0.0032792910781722631 0.014260972512921938 0.0070439380636742035 0.017165944523526377 0.006679253985964805
leaf_count=86 2 187 186 228 48 339 162 14 122 101 43 1 34 242 82 13 230 12 82 61 103 39 22 109 32 106 295 12 98 30
internal_value=0 -6.18787e-05 -3.24743e-05 1.97491e-05 5.7972e-05 0.000109354 0.000139689 0.000172386 -0.00101721 0.000255229 0.000174216 0.000286675 0.000154864 0.0014619 0.000231997 0.000296675 0.000369859 0.000274767 0.000339001 0.000218829 0.000313471 0.000126088 0.000221507 0.000374837 -0.00112424 0.000597205 3.85588e-05 0.000721722 0.000190297 0.000629736
internal_weight=0 0.234896 0.232575 0.225282 0.22247 0.216805 0.214714 0.212305 0.0138222 0.198483 0.189157 0.179694 0.161573 0.0181218 0.157235 0.153329 0.148272 0.143111 0.140361 0.128767 0.124065 0.106593 0.103432 0.0958927 0.0123869 0.0835058 0.0484294 0.0341684 0.0271245 0.0238452
internal_count=3121 3035 3033 2846 2660 2432 2384 2222 461 1761 1660 1617 1374 243 1340 1258 1244 1231 1001 919 858 755 743 704 54 650 541 246 234 128
is_linear=0
shrinkage=0.00300448


Tree=737
num_leaves=31
num_cat=0
split_feature=2 1456 160 0 403 129 1375 0 0 1 51 123 2 15 2 151 12 3 3 12 15 151 15 3 42 0 0 159 0 13
split_gain=0.0088554 0.00972312 0.0090527 0.010285 0.00882244 0.00863881 0.00943305 0.00847866 0.00851718 0.00756832 0.0110485 0.0101895 0.00879792 0.0189222 0.00997156 0.00933943 0.00796611 0.00800429 0.0102869 0.0146901 0.0127426 0.00960112 0.0113719 0.00787126 0.00788472 0.00699563 0.00988432 0.0116283 0.00839448 0.0122487
threshold=0.088225000000000012 -1.0000000180025095e-35 0.092070000000000013 1.0000000180025095e-35 -1.0000000180025095e-35 0.085135000000000016 -1.0000000180025095e-35 -0.10607499999999999 -0.10224499999999999 0.093575000000000019 0.092790000000000011 0.08592000000000001 0.11215000000000001 0.035560000000000008 0.11474000000000002 -0.40381499999999992 -0.10022999999999999 0.092670000000000016 -0.10519499999999998 0.092355000000000007 -1.0000000180025095e-35 -0.0071249999999999985 -0.088429999999999995 -0.083154999999999993 -0.069529999999999995 -0.10151999999999999 -0.084269999999999984 -0.48366999999999993 -0.083914999999999976 -0.063184999999999977
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 -1 6 -6 -8 -9 10 16 12 13 -11 -14 -16 -3 18 -18 20 21 22 -20 24 -22 -10 27 -27 -28 -30
right_child=1 9 -4 -5 5 -7 7 8 25 11 -12 -13 14 -15 15 -17 17 -19 19 -21 23 -23 -24 -25 -26 26 28 -29 29 -31
leaf_value=-0.00084304818610377919 -0.0010209109147877743 -0.001021483688688291 -0.00097722411883302248 0.00069594538722150693 -0.00097390845395223323 -0.0010215152695446667 0.00031210841011496501 -0.0010222959656485849 0.0007436204080019848 0.00074533368488865083 -0.0010211448523939799 0.0010205172164062452 -0.0005111058607272412 -0.00085682020458996595 -0.0010208065505583556 0.00030379644696292864 0.00036938055816312514 0.0005251744132590149 0.00035668649008941696 -0.001021038138450179 0.0007552872798494432 -0.00098568865249795364 -0.0010211270663045477 0.00058932553084560914 -0.0010215994590533498 0.00095949973485666537 0.00091019783022001813 -0.00093700972969870547 -0.00086530518142884322 0.00021211890156623388
leaf_weight=0.019091843316431323 0.0082389609117967666 0.0073130461029222707 0.013723841158196137 0.014870872519850309 0.011124760288169 0.010364846246488923 0.058004834672146899 0.010965704295813339 0.0097908918978646398 0.048892724469055793 0.011118523451585816 0.016393185375363828 0.028885972514217428 0.0090974966515204869 0.0060306817140371996 0.06787297524749647 0.04728196439725707 0.032452512980853498 0.02129621599578968 0.018781321741954571 0.0040346362100081024 0.018159587241399322 0.0088122264506864667 0.034894998675895295 0.0072997723752905586 0.0039145587879829682 0.010130109093324791 0.02391834846838492 0.015521117778803273 0.03751802019473871
leaf_count=486 132 22 94 100 64 46 102 11 3 145 115 107 37 22 14 215 83 36 30 345 17 129 58 68 31 11 9 293 166 130
internal_value=0 7.56564e-05 -0.000172901 -0.000123888 -0.000181848 -0.000115844 -6.39495e-05 -4.31905e-06 -0.000168551 9.89044e-05 -3.14011e-05 0.000254416 0.000176304 0.000493988 -2.92228e-06 0.000195706 2.35317e-05 6.31261e-05 -3.02631e-05 -0.000197072 -3.33094e-05 -0.000399893 -4.6576e-05 0.000349439 -0.000389093 -7.56681e-05 -0.000163815 -0.000670275 5.93355e-05 -0.000103173
internal_weight=0 0.396857 0.23894 0.225216 0.210345 0.191253 0.180888 0.169764 0.111759 0.388618 0.211445 0.177173 0.16078 0.0579902 0.10279 0.0739037 0.200326 0.193013 0.160561 0.113279 0.0944974 0.048268 0.0301084 0.0462294 0.0113344 0.100793 0.0910022 0.0278329 0.0631692 0.0530391
internal_count=3121 1606 1515 1421 1321 835 789 725 623 1474 934 540 433 167 266 229 819 797 761 678 333 217 88 116 48 612 609 304 305 296
is_linear=0
shrinkage=0.00102006


Tree=738
num_leaves=31
num_cat=0
split_feature=39 42 132 42 10 33 32 2 160 403 4 0 12 9 160 47 16 4 1446 457 123 3 457 1375 457 457 124 2 151 16
split_gain=0.00202768 0.00235468 0.00254755 0.00225866 0.00208299 0.00251352 0.00279586 0.00234603 0.00404155 0.00394032 0.00342638 0.00409209 0.0055643 0.00479791 0.00369781 0.00306009 0.00368771 0.00530502 0.00275171 0.00252217 0.0025452 0.00250076 0.00230145 0.00298064 0.00243463 0.00292222 0.00226249 0.00252359 0.00299135 0.00370278
threshold=0.16946000000000003 -0.11466499999999999 0.081465000000000024 -0.106335 0.058500000000000003 -0.0066799999999999993 -1.0000000180025095e-35 0.089775000000000008 0.083670000000000008 -1.0000000180025095e-35 -0.083854999999999985 -0.11991499999999998 0.088305000000000008 -0.036024999999999995 -1.0000000180025095e-35 0.13148500000000005 -0.088159999999999988 0.09173000000000002 0.090050000000000005 0.51278000000000012 1.0000000180025095e-35 0.090900000000000009 -0.14941999999999997 0.085425000000000015 -0.11701499999999999 -1.0000000180025095e-35 -1.0000000180025095e-35 0.090790000000000023 -0.40381499999999992 -0.42170999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -3 5 -5 -7 8 9 -8 -11 21 13 -13 -14 16 -16 -18 19 20 22 -12 -9 24 -24 -26 -27 -28 -29 -30
right_child=-2 3 -4 4 -6 6 7 18 -10 10 11 12 14 -15 15 -17 17 -19 -20 -21 -22 -23 23 -25 25 26 27 28 29 -31
leaf_value=-0.0030303745245419747 0.003966326185799094 0.002822939369016635 0.0034317951844592414 -0.0033660558123401714 0.0031981880422533439 0.0039750339611096521 -0.0033003769725695946 0.0033311601131013526 -0.0031648394386031013 0.0017641697653467188 7.9529114263509404e-06 0.0039673862949982748 -0.0034584250338086549 -0.0038143790015585342 0.0028629382187733902 -0.0039688847452622354 -0.0039649674231888015 0.0039665284998090201 -0.0037267729029788923 0.0039664653336732416 0.0021186298594707428 0.0035962648455395972 -0.0039069603891719257 -0.0034713578249647133 0.0029145872858746076 -0.003266875940283822 0.0022499082703306013 -0.0039654036554753252 0.0019101208384102297 -0.00030680914350536586
leaf_weight=0.0071237799507599675 0.0019642445191720972 0.0043625800729500943 0.0011078639795414347 0.0036498796865771501 0.0030440923310379722 0.0026805528905242673 0.0063297209666615109 0.0032728881462844575 0.0088682191456648241 0.013331063463297703 0.0077327530012212195 0.0013751021563450658 0.0037905518019698539 0.013181468330572002 0.010095485540311696 0.0018499307304864479 0.0036861950622864041 0.0020693152379180901 0.0027118944134691949 0.0028956028761513144 0.010228390585439229 0.0050429684958999133 0.002353142013816977 0.0038449201380217337 0.0057638164222737478 0.0032025225363554446 0.0080156112650371369 0.0029981072136706635 0.014215980631462344 0.070857589212398153
leaf_count=153 23 20 16 21 68 1 485 14 142 119 44 30 120 339 53 7 125 3 71 12 147 18 3 32 39 28 69 26 120 773
internal_value=0 -7.87126e-05 -0.00216066 -1.32355e-06 -5.80797e-05 -0.00010439 -4.78069e-05 -9.9722e-05 -0.000646665 -0.00032058 -1.7124e-05 -0.000503497 -0.00118675 -0.00307927 9.50891e-05 0.000856054 0.00141916 -0.00111331 0.000224821 0.000308772 0.000223875 0.00142437 5.46508e-05 -4.17401e-05 8.10325e-05 0.000170361 1.10578e-05 0.000120309 -7.35108e-05 6.36447e-05
internal_weight=0 0.229682 0.00823164 0.22145 0.217088 0.214044 0.210394 0.207713 0.0773528 0.0684846 0.0621548 0.0488238 0.036048 0.0145566 0.0214915 0.0177009 0.015851 0.00575551 0.13036 0.127649 0.124753 0.0127757 0.114525 0.111252 0.107407 0.105054 0.0992898 0.0960873 0.0880717 0.0850736
internal_count=3121 3098 169 2929 2909 2841 2820 2819 1485 1343 858 739 677 369 308 188 181 128 1334 1263 1251 62 1104 1090 1058 1055 1016 988 919 893
is_linear=0
shrinkage=0.00396435


Tree=739
num_leaves=31
num_cat=0
split_feature=45 1374 2 41 457 159 50 15 3 1374 48 13 160 0 0 2 403 1186 1186 49 15 1 49 14 0 156 3 15 12 49
split_gain=0.001935 0.00245227 0.00190529 0.0033592 0.00293146 0.00275297 0.00290951 0.0030663 0.00399952 0.00343484 0.00323672 0.00297936 0.00261388 0.00306165 0.00489759 0.00455206 0.00299151 0.00268101 0.00288098 0.00261167 0.00260959 0.00355033 0.00338129 0.00377767 0.00345873 0.00272356 0.00294708 0.00304862 0.0026463 0.00278812
threshold=-1.0000000180025095e-35 0.10637000000000001 0.099185000000000009 0.079885000000000025 -0.065884999999999985 0.09320500000000001 0.10124500000000002 -0.11713499999999999 0.092670000000000016 -0.094929999999999987 0.082620000000000013 -0.40078499999999995 -0.089744999999999978 -0.10607499999999999 -0.10224499999999999 0.079055000000000014 -1.0000000180025095e-35 0.091245000000000007 -1.0000000180025095e-35 -0.074429999999999982 -0.074054999999999996 0.091785000000000019 0.27293500000000009 -0.24758499999999997 -0.084674999999999986 0.096630000000000008 0.30112000000000005 -0.070929999999999979 -0.093619999999999995 -0.10774499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 6 7 8 -6 -9 11 -11 -13 15 -15 -14 -16 18 -18 -20 21 -4 23 24 -23 26 27 -22 -29 -30
right_child=1 -3 20 -5 5 -7 -8 9 -10 10 -12 12 13 14 16 -17 17 -19 19 -21 25 22 -24 -25 -26 -27 -28 28 29 -31
leaf_value=0.0043783969685725413 -0.0033551553185299167 -0.003965812786869697 -0.0043776885486983526 -0.0038001813331333149 -0.0037884521382528778 -0.0030078447259790676 -0.0041536569571261383 -0.002993231927197425 0.0042998745293492515 -0.0039928109892196501 0.0020239619265003937 -0.0031161237817701587 0.0041490001283428996 -0.0043803877041351507 -0.0031671089148755209 -0.00022801633302286993 -0.0043776077286784131 -0.0043785839309647507 -0.0040052482842517622 0.0013925304264859563 -0.0042678394642782841 -0.0018787466174478209 -0.0034763371080439908 0.0035218791058025602 0.0036769795793674515 -0.0040951445492246295 0.004378045694809699 -0.0038815424668292848 -0.0015690847316258858 0.0011393294426953258
leaf_weight=0.0018768469099654786 0.0054439411689628505 0.003075473190392585 0.0018449141410030725 0.0051943558335665321 0.0068061050503871456 0.0058417128996026682 0.0030453465559823192 0.0055000459778398172 0.0014146512878738804 0.003200688897550207 0.022498226407265065 0.0040253821208366949 0.009533770447205818 0.0045105527884743346 0.0041708072927306708 0.0087111076753103589 0.0018787848482446625 0.0019050314530204551 0.001793780464140581 0.040249299067557601 0.0031687148557395508 0.0061034506809960476 0.0020893517615832016 0.01726585251844881 0.0033114903009447971 0.0030813986643529736 0.0029632938458234994 0.0028609527869321019 0.0096341374183168682 0.029819917145829322
leaf_count=23 154 26 121 77 133 184 194 43 16 11 127 161 20 18 470 51 37 18 27 437 17 27 18 193 58 67 31 13 33 316
internal_value=0 -8.46932e-05 -2.99062e-05 -0.000348338 -0.000210973 -7.41325e-05 6.95894e-05 0.000180273 -0.00239659 0.00037646 0.000557314 0.000144744 0.000317228 0.000507193 -1.22817e-05 0.00205917 0.000381788 0.000704781 0.000925263 0.00116223 0.00049623 0.00150834 0.00188579 0.00230569 7.53531e-05 -0.000105105 0.000148676 -0.000126871 0.000183222 0.000477972
internal_weight=0 0.220943 0.217867 0.135724 0.130529 0.125085 0.119244 0.116198 0.00822076 0.107977 0.102477 0.0799792 0.0767785 0.0727531 0.0545083 0.0182449 0.0499977 0.0458269 0.0439219 0.0420431 0.0821435 0.0306151 0.0287701 0.0266808 0.00941494 0.0515284 0.048447 0.0454837 0.042315 0.0394541
internal_count=3121 3098 3072 2178 2101 1947 1763 1569 149 1420 1377 1250 1239 1078 1007 71 989 519 501 464 894 417 296 278 85 477 410 379 362 349
is_linear=0
shrinkage=0.00437696


Tree=740
num_leaves=31
num_cat=0
split_feature=3 39 480 0 3 13 1365 130 39 158 3 15 133 0 15 43 3 43 15 3 3 130 1212 1 49 1 1 47 43 2
split_gain=0.00696318 0.00683405 0.00620327 0.00581589 0.00607861 0.0057406 0.00566944 0.00517642 0.00506705 0.00484138 0.00520907 0.00857578 0.00756753 0.00650137 0.00796244 0.00625387 0.00971728 0.00652717 0.00924364 0.00811175 0.00630405 0.00696156 0.00667321 0.00885891 0.00585702 0.00563159 0.00798458 0.00898458 0.00531777 0.00526227
threshold=0.31299000000000005 0.0046100000000000004 1.0000000180025095e-35 -0.14454499999999995 -0.0096849999999999974 0.25761500000000009 0.085235000000000019 1.0000000180025095e-35 0.13507500000000003 0.11054500000000002 -0.10519499999999998 0.079055000000000014 0.09635500000000001 -0.10011499999999998 -0.016799999999999995 -0.17390999999999998 -0.084074999999999997 -0.083134999999999987 0.083935000000000023 -0.076669999999999988 0.14121000000000003 -0.14996499999999999 -0.50120999999999993 0.10089500000000001 -1.0000000180025095e-35 0.11103500000000001 0.094465000000000007 0.096300000000000011 0.08845500000000002 0.092365000000000017
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 6 -3 5 -5 7 9 -2 10 11 12 28 14 25 -15 -17 18 19 -18 21 -19 -23 -24 -13 26 29 -28 -1 -12
right_child=8 3 -4 4 -6 -7 -8 -9 -10 -11 13 24 -14 15 -16 16 17 20 -20 -21 -22 22 23 -25 -26 -27 27 -29 -30 -31
leaf_value=0.00076280974872915803 0.0013201311078315018 0.0012879051481077776 -0.0011209932636827783 0.00096490410909036873 -0.00028139170613096151 -0.00091381034381444288 -0.0013207607877300509 -0.00075990423374932463 -0.00095726254895256912 -0.0013200653829821246 -4.8155635030396956e-05 0.00033016364730906888 -0.00084329491972168354 0.00055052436118207323 0.00051513520811056438 -0.0012437109826903664 -0.0013206438756066558 0.0011122376299886429 0.0012882655216102162 0.0012846442397588414 0.00028194032342978328 0.00095636650387220367 -0.0011437631064097754 -6.5732187313420485e-05 -0.0012373239319163364 -0.00067743464874400446 0.0011619659626119592 -0.00043778509731833774 -0.00017740941004663839 -0.0011230685731634295
leaf_weight=0.054267276337668591 0.010281968593687907 0.0099227742409766506 0.010492234388209454 0.01855124430272781 0.024209257115501259 0.0033421752609683599 0.0064507272148262009 0.018281772994640733 0.0020383423179737301 0.0050868720959300609 0.036004234398205881 0.0070581949257757506 0.0071861512778923489 0.013207688417423924 0.049300545322239486 0.020171316568877273 0.0066132758000208014 0.0039639438909944138 0.010498863983229967 0.0030363249952642946 0.018511208570998861 0.0040256690272144615 0.04136020750655689 0.019545443704373611 0.0100761920422201 0.024867388445272809 0.017922472572990955 0.0092770301200744143 0.012979472734514275 0.010170135780526834
leaf_count=199 117 60 235 132 134 17 43 362 3 106 64 6 8 30 79 395 59 2 14 4 25 20 695 84 79 30 37 21 25 36
internal_value=0 -6.14178e-05 -0.000119117 0.000371498 0.000174258 0.000678106 -9.347e-05 -7.38451e-05 0.000943346 -4.12785e-05 -2.4162e-05 0.000250043 0.000443794 -0.000111199 8.24092e-05 -0.000313885 -0.000403271 -0.000245651 0.000431405 -0.000500869 -0.000401722 -0.000585413 -0.000689052 -0.000797808 -0.000591626 -0.000134746 4.91781e-05 0.000616333 0.000581336 -0.000284911
internal_weight=0 0.47638 0.420355 0.0560255 0.0461027 0.0218934 0.409862 0.403412 0.0123203 0.38513 0.380043 0.0915673 0.0744329 0.288476 0.147542 0.140934 0.127726 0.107555 0.0201485 0.0096496 0.0874065 0.0688953 0.0649313 0.0609057 0.0171344 0.0982413 0.0733739 0.0271995 0.0672467 0.0461744
internal_count=3121 3001 2658 343 283 149 2423 2380 120 2018 1912 317 232 1595 267 1328 1298 903 77 63 826 801 799 779 85 188 158 58 224 100
is_linear=0
shrinkage=0.00131955


Tree=741
num_leaves=31
num_cat=0
split_feature=39 47 147 1348 1456 1 12 15 4 3 4 1 1374 157 158 1374 0 3 1 15 4 52 3 2 3 15 150 9 403 4
split_gain=0.00188529 0.00222329 0.00191952 0.00216721 0.00232245 0.00230346 0.00323902 0.00496123 0.00423972 0.00350917 0.00377427 0.00319292 0.00314821 0.00302274 0.00300045 0.00275881 0.00344398 0.00381825 0.00492021 0.00467857 0.00376006 0.00578936 0.00381374 0.00568196 0.00578751 0.00352805 0.00414779 0.00531754 0.00346172 0.00335496
threshold=0.16946000000000003 0.14808500000000002 -1.0000000180025095e-35 0.084895000000000012 -1.0000000180025095e-35 0.094385000000000011 0.092355000000000007 0.035560000000000008 0.09173000000000002 0.10732000000000001 0.033845000000000007 0.12577000000000002 -0.094929999999999987 -0.084489999999999996 0.084765000000000021 -1.0000000180025095e-35 -0.077999999999999986 -0.084074999999999997 0.083135000000000014 -0.0058549999999999991 -0.49405499999999997 0.10347000000000002 -0.088084999999999983 0.10699500000000002 -0.028564999999999997 -0.09095499999999998 0.083095000000000016 0.091600000000000015 -1.0000000180025095e-35 -0.0082299999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 -4 12 7 9 -8 -7 -11 -10 -6 -14 15 -15 17 18 -17 25 21 -18 -22 24 -24 26 27 -19 -21 -20
right_child=-2 -3 3 -5 5 6 8 -9 11 10 -12 -13 13 14 -16 16 20 19 29 28 22 -23 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0042084031707256726 0.0042089443618566202 -0.0039576959880250912 -0.0031234454720731764 0.0030703994902223854 -0.0042101742021550701 0.0025906673446455118 -0.0037672016210260912 -0.0023756000612054173 -0.00085413613890325806 0.0024564210912384767 -0.00088724446754398446 0.0032314064694447414 -0.0042085658198455144 0.0035680814492220479 -0.0042082599000785141 -0.0042082113051107196 -0.0035691804739014345 -0.0042090642740111135 -0.0042073658652196861 -0.0042076009186062073 0.0028433540594236914 0.0019661025472147188 -0.0042082092962028366 -0.0042096274130604319 0.0041678363621389988 -0.0042087865842065763 0.0022645061101444785 0.0024951677225907094 0.0013601342461603667 0.003966852550571936
leaf_weight=0.0019317125366455903 0.0018285804044921852 0.0025867021522572023 0.0042751183032336817 0.0040030948389926371 0.0036383845782097515 0.026484344951128946 0.0061610919340182582 0.0065115155173316444 0.011757953418538136 0.0097083012012149084 0.015537279333202036 0.0047546340440476334 0.0032970794068525313 0.0036884372384520239 0.0030961110976512876 0.010273219239365965 0.0073495099949241194 0.0069920158559710899 0.0013241413389408763 0.0021384313686283454 0.01797993183231128 0.0061365032008779963 0.0019896371864014384 0.0041312886473292565 0.0054849290904712689 0.0066387554307532062 0.0058314960126608631 0.0029890369914937764 0.026087805677320837 0.0027021661921935456
leaf_count=20 23 13 284 54 38 333 181 36 46 67 120 32 133 7 130 451 44 146 68 142 86 15 156 137 18 118 18 3 188 14
internal_value=0 -8.08791e-05 -3.37751e-05 4.45064e-06 -5.48523e-05 9.87209e-06 0.000560054 0.00108524 -0.000788968 0.00152087 0.000398577 0.000322255 -0.000355723 -0.000237007 -0.000122976 -9.77744e-06 -0.000131914 -0.000743432 -0.0026633 -0.000201708 0.000790607 -0.00105048 0.00162982 -0.000250193 0.00193824 -0.00163498 -0.000554385 -0.00220134 0.00093832 0.00127858
internal_weight=0 0.215481 0.212894 0.210962 0.206959 0.202684 0.0809151 0.0582414 0.0226737 0.0517299 0.0252456 0.0165126 0.121769 0.11813 0.114833 0.111737 0.108049 0.0649771 0.0142995 0.0506775 0.0430718 0.013486 0.0295858 0.0116059 0.00747457 0.0224513 0.0158125 0.00998105 0.0282262 0.00402631
internal_count=3121 3098 3085 3065 3011 2727 815 556 259 520 187 78 1912 1874 1741 1611 1604 1148 533 615 456 59 397 311 174 285 167 149 330 82
is_linear=0
shrinkage=0.004207


Tree=742
num_leaves=31
num_cat=0
split_feature=403 9 15 480 457 457 160 15 49 41 2 1212 483 158 39 15 151 51 1429 160 1374 0 3 4 43 4 15 0 3 2
split_gain=0.00178671 0.00175527 0.00176656 0.00187358 0.00176977 0.00287061 0.00315399 0.00251089 0.00246507 0.00206653 0.00220844 0.00214269 0.00209599 0.00216396 0.00214064 0.00218423 0.0024766 0.00254419 0.00283451 0.00251865 0.00297207 0.0024759 0.00409831 0.0038419 0.005232 0.00373379 0.00302967 0.00328797 0.00251989 0.00251403
threshold=0.41668500000000003 -0.036024999999999995 -0.49307999999999996 0.08598500000000002 -0.14941999999999997 -0.0029299999999999994 -0.086154999999999995 0.24356000000000003 0.0021350000000000002 0.079885000000000025 0.10882500000000002 0.092815000000000022 1.0000000180025095e-35 0.090905000000000014 -1.0000000180025095e-35 0.17980000000000004 0.056735000000000001 0.078435000000000019 0.084545000000000009 -1.0000000180025095e-35 -0.094929999999999987 -0.077809999999999976 -0.084074999999999997 -0.49405499999999997 -0.45785999999999999 0.24564500000000003 0.083935000000000023 -0.091069999999999984 -0.091054999999999983 0.10803500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 -4 6 -6 9 -8 11 -11 12 13 14 -7 16 17 18 21 -19 -21 22 25 24 -23 -16 27 -24 -25 -30
right_child=-2 2 3 -5 5 7 8 -9 -10 10 -12 -13 -14 -15 15 -17 -18 19 -20 20 -22 23 26 28 -26 -27 -28 -29 29 -31
leaf_value=0.0031898106469005166 -0.0031889876181639474 0.0031890102570828038 0.0019856651893646643 -0.0022139392449672698 0.001938394814756103 -0.0013510243924315859 -0.0029843642243265888 -0.0031445699587068126 0.00082831113287683907 -0.0027771822018409541 0.0003533746029399021 -0.0031888137494268938 -0.0018658563254134557 -0.0016556660435991402 -0.0030588841009574941 0.0022883009971669472 -0.00095364971346229585 -0.0015940990821806359 0.0023523094904620958 -0.0011436821909715513 0.0022110998379869864 0.0024302397851064111 -5.9915362300403057e-06 0.0024140912213687022 -0.002609137120756444 0.00089122149209419296 0.0014774911262591427 -0.0031791369518683527 0.0011114280372157841 -0.0017998283348730766
leaf_weight=0.0017320239922611327 0.0018089338222466713 0.0017147216675255086 0.0043859752665866827 0.0040268063750232832 0.0022355261144539904 0.007272750813598349 0.0086302766363530736 0.0024792994660174364 0.0021541831849845048 0.0051303224774841283 0.0041388302299765201 0.0019122770939716807 0.004822371750250908 0.0057382935614178612 0.0086942608780731095 0.0061038301071221204 0.013596899313483846 0.0025694633195385555 0.0061834563930247546 0.003123146928373898 0.019116003973746132 0.0030504059541271999 0.028563658500431178 0.011969377502367706 0.0066824933953597565 0.0033776601732995468 0.012429329983135062 0.0037561531880072703 0.015816894794141959 0.0037257253467757314
leaf_count=89 82 61 37 212 61 47 108 15 27 83 39 167 169 169 355 26 68 75 99 7 173 5 213 80 65 14 182 84 199 110
internal_value=0 -6.31515e-06 -3.35313e-05 -6.09291e-05 -1.70669e-05 -6.25153e-05 -0.00150831 4.19173e-05 -0.00222279 8.63573e-05 -0.00137934 0.000166983 0.000205503 0.000267251 0.000337969 0.000420543 0.000340626 0.000476985 0.000258603 0.00139466 0.00173997 0.000126586 -0.000305041 0.000721217 -0.00102974 -0.00195367 0.000139707 -0.000374769 0.00126202 0.000556408
internal_weight=0 0.205132 0.2034 0.201686 0.197659 0.193273 0.01302 0.180253 0.0107845 0.177774 0.00926915 0.168504 0.166592 0.16177 0.156032 0.148759 0.142655 0.129058 0.104249 0.0248086 0.0222392 0.098066 0.0568211 0.0412449 0.0097329 0.0120719 0.0447491 0.0323198 0.031512 0.0195426
internal_count=3121 3039 2950 2889 2677 2640 196 2444 135 2429 122 2307 2140 1971 1802 1755 1729 1661 1406 255 180 1307 848 459 70 369 479 297 389 309
is_linear=0
shrinkage=0.00318838


Tree=743
num_leaves=31
num_cat=0
split_feature=1213 475 0 1 15 3 2 4 3 4 52 150 15 33 4 47 48 484 0 3 13 16 1 15 12 0 3 457 0 0
split_gain=0.00870745 0.0136048 0.00884017 0.0122151 0.0116552 0.0135949 0.015826 0.0131744 0.0181532 0.0110772 0.0134794 0.00966632 0.0157223 0.00907403 0.0100187 0.0120051 0.0120057 0.0142575 0.0125685 0.011491 0.0128005 0.010973 0.00957396 0.00982887 0.00894817 0.00869532 0.00838578 0.00734649 0.00727372 0.00669679
threshold=-1.0000000180025095e-35 -0.086004999999999984 -0.019414999999999998 1.0000000180025095e-35 -1.0000000180025095e-35 -0.084074999999999997 0.10467500000000002 -0.059649999999999988 -0.082974999999999979 -0.49405499999999997 0.10347000000000002 0.087790000000000021 -0.083359999999999976 -0.0066799999999999993 -0.033174999999999989 0.096300000000000011 0.086260000000000017 -0.0068949999999999992 -0.18113999999999997 -0.10519499999999998 -0.055129999999999992 -0.070454999999999976 0.12408500000000001 -0.11345499999999999 0.086095000000000019 -0.07403499999999999 -0.034684999999999994 -0.076219999999999982 -0.076899999999999982 -0.10607499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 11 28 7 8 -7 10 -4 -2 -13 -5 21 16 17 -16 -18 -17 22 25 23 -21 -11 -15 -20 -23 -6 -19
right_child=2 -3 9 13 5 6 -8 -9 -10 24 -12 12 -14 14 15 19 18 29 26 20 -22 27 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.001196612211423849 -0.0011956312441329421 -0.0010631352733323012 -0.00086323481293481229 -0.0010241854288405793 -0.0011961191898661996 0.0008682885951035071 -0.0011992575011266864 0.00096987838991781264 -0.0011962811471913381 0.00094685025888293695 0.00052288461955359597 0.0011639139398296394 -0.0011967975837351371 0.00048467178478376575 -0.00071502940849753078 0.00098791143642083801 -0.00037325459736800793 0.00080392285720999027 -0.00087385946806282932 0.00069279753677662227 -0.00088634432058821034 0.0008038134901234104 0.00093352129420264302 -0.0011460090585235611 0.00014663958324847792 -0.00087494553964108759 0.0011631256133177361 -0.00080457143204730236 -3.0785833050834252e-05 0.00026739019400080473
leaf_weight=0.004557643085718154 0.033888924940100651 0.02306371990482603 0.021677967161394918 0.011181278187905264 0.020153649728058554 0.011653173541503747 0.0098682062832722295 0.030397768111697587 0.012727782955494149 0.039855004972878305 0.018636306402186165 0.0076960501896792257 0.0084591565280902614 0.030620258203725825 0.012739257114162683 0.0095567862736061215 0.055446689690143103 0.089495481088192719 0.0035848885909217634 0.0068590539460728897 0.036855689133517444 0.0044576501713891039 0.013072025346446026 0.010521763926476524 0.039988171486129431 0.0086077717205625959 0.014824905323166604 0.045075604959833981 0.012332540057059305 0.052854405410357685
leaf_count=4 634 487 125 24 192 25 32 30 137 134 17 6 80 114 59 15 39 172 22 18 78 5 21 42 75 37 76 198 32 191
internal_value=0 -0.000690267 -5.59682e-06 -6.94466e-05 -0.000364397 -0.000122985 0.000193976 0.000444962 -0.000209495 0.000288222 -0.000222466 -0.000832965 -7.2197e-05 3.75394e-05 6.76262e-05 0.000170227 0.000307436 0.000496303 -8.9162e-05 -0.000238452 -0.000412576 -0.000285868 0.000160803 -0.000420354 0.000546078 0.000186332 0.000766469 -0.000659828 -0.000753731 0.000604709
internal_weight=0 0.0276214 0.673088 0.552931 0.147177 0.0971331 0.0646469 0.0547787 0.024381 0.120157 0.0403143 0.0500441 0.0161552 0.405754 0.394572 0.305811 0.228946 0.155089 0.0738565 0.0768653 0.0673085 0.0887613 0.0304528 0.0173808 0.0798432 0.039228 0.0184098 0.0495333 0.0324862 0.14235
internal_count=3121 491 2630 2279 1168 448 224 192 162 351 142 720 86 1111 1087 733 559 422 137 174 159 354 81 60 209 151 98 203 224 363
is_linear=0
shrinkage=0.00119516


Tree=744
num_leaves=31
num_cat=0
split_feature=4 151 1456 1213 11 2 1375 52 49 43 156 1429 403 159 130 4 1 0 3 3 4 52 403 52 13 3 12 49 49 3
split_gain=0.0103474 0.011482 0.0108138 0.00904739 0.0088719 0.00811882 0.0109041 0.0102017 0.0105243 0.00826671 0.00863248 0.0100692 0.0104344 0.0101857 0.0112718 0.0130858 0.00981361 0.010605 0.0103248 0.011289 0.00770175 0.00892888 0.0130723 0.00783025 0.0103099 0.0093127 0.00869059 0.0125522 0.00937217 0.00806898
threshold=0.27287000000000006 -0.27559499999999998 0.091180000000000011 -0.082704999999999987 0.081790000000000015 0.088225000000000012 -1.0000000180025095e-35 0.19022000000000003 0.51130000000000009 1.0000000180025095e-35 0.091255000000000017 0.084545000000000009 -1.0000000180025095e-35 0.082585000000000006 -1.0000000180025095e-35 -0.083644999999999983 0.079415000000000013 -0.10607499999999999 -0.078934999999999991 -0.074084999999999998 0.23246000000000003 0.13389000000000004 0.10323500000000001 0.11434500000000002 -0.091904999999999987 0.12745000000000004 0.090020000000000017 -0.074429999999999982 -0.088694999999999982 -0.11255999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 -1 5 6 -5 20 -9 10 11 12 -8 14 -14 -16 -17 -18 -19 -20 21 22 23 24 -7 26 28 -28 -26 -29
right_child=1 2 -4 4 -6 7 9 8 -10 -11 -12 -13 13 -15 15 16 17 18 19 -21 -22 -23 -24 -25 25 -27 27 29 -30 -31
leaf_value=-0.0014575556613624545 -0.0013004823546742814 0.00076247620159261575 -0.0012377662902207441 -0.0014534442891293309 -0.0011197308551963814 0.00074490681393194706 -0.0014573766599470875 -0.0012959856753994579 0.0014587193438215806 -0.00091951158116618508 -0.0014578520052000654 0.0012605730204500792 -0.00094047479101081334 -0.0013731997069448909 0.0010480763608550711 -0.0014583430364740993 0.0009683952415407203 -0.0014581980106821522 0.0011974676495358507 -0.00026976922571454205 -0.00062020708230306368 0.0011051752880186299 -0.0014593514248445315 -0.0010589817511553572 -0.00064229471616251759 -0.0014160069019334967 0.00098486750935901824 0.00013587898622627738 0.00047100005433792615 -0.001459210693979433
leaf_weight=0.010389271479766649 0.0073906726065615649 0.070837658197774545 0.0062422716728178776 0.015230372998757957 0.017138996658673022 0.067922258275757486 0.011240875820533347 0.018834547758615372 0.0034890313982032231 0.028169597153976156 0.0091678455501096323 0.012370428713381898 0.01982199072244839 0.010844684823950956 0.032160668886035637 0.0091167656383959184 0.023735656035569264 0.010933995750747272 0.014590500877602608 0.046933487031310506 0.02522414262239181 0.022288313328317599 0.010355262093639794 0.0099484039558319637 0.018497149524648648 0.0084073440630163532 0.0097802187792694895 0.010208232753939228 0.1213150882782088 0.019763518690979254
leaf_count=290 15 326 11 68 127 109 298 187 3 178 66 40 38 89 42 113 27 83 30 106 37 25 38 37 35 17 18 21 335 312
internal_value=0 0.000434164 0.000600488 -0.000109481 -8.6426e-05 -5.64272e-05 -0.000259757 8.71338e-05 -0.000865443 -0.000180397 -7.67693e-05 -1.07374e-05 -9.84104e-05 -7.55647e-06 8.65988e-05 0.000234693 -1.37058e-05 0.00012321 -0.000153654 7.81881e-05 0.000152825 0.000218152 0.000146572 0.000209127 0.000258427 8.26407e-05 0.000152809 -0.000448275 0.000323711 -0.000915931
internal_weight=0 0.0844706 0.0770799 0.617879 0.607489 0.59035 0.244317 0.346034 0.0223236 0.229086 0.200917 0.191749 0.179379 0.168138 0.157293 0.137471 0.10531 0.0961936 0.072458 0.061524 0.32371 0.298486 0.276197 0.265842 0.255894 0.187972 0.179564 0.039752 0.139812 0.0299718
internal_count=3121 352 337 2769 2479 2352 1178 1174 190 1110 932 866 826 528 439 401 359 246 219 136 984 947 922 884 847 738 721 351 370 333
is_linear=0
shrinkage=0.00145689


Tree=745
num_leaves=31
num_cat=0
split_feature=1426 15 50 480 1374 453 150 158 447 11 1456 48 4 0 160 150 3 0 1 43 43 130 133 160 42 15 9 1429 1212 394
split_gain=0.00174679 0.00248181 0.00415168 0.00222034 0.0020505 0.00205464 0.00306361 0.00324626 0.00204858 0.00268969 0.00238 0.00227684 0.00354824 0.00555447 0.00267582 0.00244758 0.00710092 0.00329031 0.00290359 0.00225292 0.00390447 0.00359413 0.00351088 0.00347116 0.00328864 0.00295345 0.00253863 0.00254873 0.00268295 0.00294621
threshold=-1.0000000180025095e-35 -0.24436499999999997 0.11843500000000001 0.084710000000000021 0.10637000000000001 0.10218000000000001 -0.099594999999999975 0.094245000000000009 0.088380000000000014 0.087830000000000005 -1.0000000180025095e-35 0.092805000000000012 0.033845000000000007 -0.20211999999999997 -1.0000000180025095e-35 0.08882000000000001 0.096675000000000011 -0.14001499999999997 0.077565000000000009 -0.074359999999999996 0.016310000000000002 -0.23647499999999996 -0.25159999999999993 -0.088854999999999976 0.088380000000000014 0.088495000000000018 0.091600000000000015 0.085435000000000011 -0.50120999999999993 -0.50204999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 6 -3 8 9 10 -8 15 14 -14 -13 17 -17 18 -12 21 26 -19 -22 -23 25 -25 27 28 -21 -30
right_child=1 3 -4 -5 -6 -7 7 -9 -10 -11 11 12 13 -15 -16 16 -18 19 -20 20 22 23 -24 24 -26 -27 -28 -29 29 -31
leaf_value=-0.0035945394329574055 0.0026513009574824554 0.0026997828540549617 -0.0020118720486748793 -0.0035912156779559336 -0.0031919695093637276 -0.0033760976994917768 -0.003591401158462309 -0.0030414004572637998 0.0024532153069756831 -0.0029190709692071761 -0.0020070805919332156 -0.0013144088261887762 -0.0035448368603981407 0.0014973709386513524 0.002473947622215116 -0.0033056740569077018 0.0027850244529401612 -0.0035933907274291826 0.0019544738818280906 0.0024666646720929541 -0.0026004916278411128 -0.0034193608678899754 0.001056466064475175 0.00058838500754703111 0.0023589984133415005 -0.0034125104990435943 0.0015926940618875983 0.0030357091699428976 0.0029598765109474894 -0.0024411794438473538
leaf_weight=0.0017654007316920675 0.0099491521114458692 0.0053353117058634316 0.0032707301560321875 0.0023341325128782833 0.0026709631767971578 0.002328024395637839 0.0023135327718364343 0.0045918406724574359 0.0043394119703634706 0.004097468222198585 0.0027850294182201188 0.0028218507408581664 0.0048351125878980383 0.0067475071321609903 0.016225358460459915 0.0090381788170361688 0.0033948282660958293 0.0027247901707596603 0.016620037160890888 0.0016848999382688126 0.0040705895535424466 0.0025145386757969837 0.020086876049383307 0.021896645501385592 0.013515046124780383 0.0026687208810329812 0.0032630418645567252 0.0013859239181215335 0.0013651776944243457 0.028186816774010026
leaf_count=67 231 32 19 212 25 13 175 194 84 65 31 64 10 50 123 121 17 9 91 22 132 101 188 258 81 48 9 18 5 626
internal_value=0 -7.68814e-06 0.00149759 -0.000110347 -6.79214e-05 -2.37338e-05 1.81108e-05 -6.08609e-05 1.66454e-05 -4.47408e-05 2.53029e-05 7.57601e-05 0.0009597 -0.000607476 0.0019127 -0.000124497 -0.00164261 2.92463e-05 0.00138591 -0.000225449 -0.000675718 0.000398646 0.00044026 0.000666597 0.000936402 0.000153738 -0.00142697 -0.001729 -0.00194041 -0.00219167
internal_weight=0 0.207062 0.0132199 0.193842 0.191508 0.188837 0.186509 0.181173 0.176581 0.172242 0.168145 0.165831 0.0306298 0.0115826 0.0190472 0.135201 0.012433 0.122768 0.0194051 0.103363 0.0600433 0.0433197 0.0241575 0.040595 0.0380804 0.0245654 0.0358859 0.0326228 0.0312369 0.029552
internal_count=3121 3054 250 2804 2592 2567 2554 2522 2328 2244 2179 2004 247 60 187 1757 138 1619 122 1497 1000 497 320 488 387 306 680 671 653 631
is_linear=0
shrinkage=0.00359063


Tree=746
num_leaves=31
num_cat=0
split_feature=3 39 43 1 43 483 1365 130 401 45 1374 1210 14 484 33 9 484 480 52 42 133 43 4 132 47 16 1374 151 42 15
split_gain=0.00588828 0.00576136 0.00570472 0.00646266 0.00679937 0.00545357 0.0050285 0.00495979 0.00459043 0.00427848 0.0045807 0.00420469 0.00411527 0.00451006 0.00615299 0.00706142 0.00565612 0.00489293 0.00479537 0.00507328 0.00797052 0.00634603 0.00632104 0.00597482 0.00656431 0.00539713 0.00459439 0.00509259 0.00407591 0.00819038
threshold=0.31299000000000005 0.0046100000000000004 -0.25681499999999996 0.098700000000000024 -0.073404999999999984 0.096190000000000012 0.085235000000000019 1.0000000180025095e-35 0.10076500000000001 -1.0000000180025095e-35 0.084595000000000017 -0.08107499999999998 0.062655000000000016 0.085515000000000022 -0.0066799999999999993 0.088235000000000022 0.091880000000000003 1.0000000180025095e-35 -0.53299999999999992 -1.0000000180025095e-35 0.10722500000000001 -0.27207999999999993 -0.51843499999999987 0.081465000000000024 0.11518500000000002 -0.5224049999999999 -0.094929999999999987 -0.5145249999999999 0.092145000000000019 -0.055554999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 -3 4 -4 6 7 8 9 -1 11 -11 13 14 -13 17 -15 18 -16 23 21 -21 -23 24 25 -20 -24 -28 -29 -30
right_child=-2 2 3 -5 -6 -7 -8 -9 -10 10 -12 12 -14 16 15 -17 -18 -19 19 20 -22 22 26 -25 -26 -27 27 28 29 -31
leaf_value=0.001457932490988361 0.001059872740683532 -0.00058364111743502999 0.00060655173040366191 0.0011732655686766836 -0.0012514777865008377 -0.0013986441315612895 -0.0014582897670691024 -0.00088388864286671959 -0.0014573926839946624 -0.0014580292016915814 -0.0011023040591075861 -0.0013273889458669465 -0.00096021785522027608 0.0011898152632529584 -0.0014572100476024827 0.0012458422024077256 -7.454847058473068e-05 -0.0014574349897358628 0.0013259886279591124 0.00119044277181492 -0.0013371667767251268 -0.0014598717961801779 -0.0006552146840671175 0.00050204374656508252 0.0013559092520375618 -0.0013585126771267348 -0.0014575171030345776 0.00032528453041719715 -0.0011568591366488846 0.00033725627285675805
leaf_weight=0.0040732618981564874 0.010108887772503294 0.010199251904850826 0.013204996042077255 0.021985679429008087 0.0061168568649350155 0.0070278616700250032 0.0057227210293149247 0.01566949920301397 0.0048244001940815897 0.0042439520373136466 0.0084670151045145303 0.0075189851891082063 0.0091811623163380318 0.015229441862857129 0.0047610502377608546 0.0094536268807132728 0.014815520914225999 0.0050376615968161778 0.0017265406422666265 0.011710392234817846 0.0079595414017319399 0.0054513256823156544 0.014688222978293197 0.0089679270633951091 0.0024802587668091283 0.020042908394145798 0.0038976260502749929 0.15277041187556506 0.012697024310455163 0.020139101489121458
leaf_count=15 120 28 36 232 47 155 34 369 119 73 58 17 68 74 143 18 102 157 2 13 146 15 20 64 6 261 15 558 74 82
internal_value=0 -6.503e-05 0.000392118 0.000633043 1.83421e-05 -0.00012723 -0.00010318 -8.19803e-05 -4.6093e-05 -2.63756e-05 -4.40933e-05 -1.71683e-05 1.4448e-06 2.90924e-05 -2.67027e-05 8.00417e-06 0.000566343 -3.4966e-05 -8.15668e-06 1.81222e-05 9.52037e-05 0.000146709 8.8408e-05 -0.000514 -0.00088975 -0.0011456 0.000129742 0.000190583 0.000225193 -0.000240486
internal_weight=0 0.430064 0.0515068 0.0413075 0.0193219 0.378557 0.37153 0.365807 0.350137 0.345313 0.34124 0.332773 0.328529 0.319348 0.289303 0.281784 0.030045 0.27233 0.267292 0.262531 0.229314 0.221354 0.209644 0.0332176 0.0242497 0.0217694 0.204192 0.189504 0.185607 0.0328361
internal_count=3121 3001 343 315 83 2658 2503 2469 2100 1981 1966 1908 1835 1767 1591 1574 176 1556 1399 1256 923 777 764 333 269 263 749 729 714 156
is_linear=0
shrinkage=0.00145689


Tree=747
num_leaves=31
num_cat=0
split_feature=31 3 124 375 124 1365 1456 15 155 33 32 158 13 3 0 52 15 14 15 0 16 15 16 49 39 42 43 3 15 4
split_gain=0.00179355 0.00180588 0.00247262 0.00193572 0.00246819 0.00273692 0.00204095 0.00211503 0.00236396 0.00219585 0.00235563 0.00201532 0.00214125 0.00250319 0.00294771 0.00451879 0.00335489 0.00401246 0.00324137 0.00404706 0.00306843 0.00283025 0.00265804 0.00256917 0.00241561 0.00298393 0.00238051 0.00739168 0.00638605 0.00230145
threshold=-1.0000000180025095e-35 0.31299000000000005 -0.083289999999999989 0.087420000000000012 -1.0000000180025095e-35 1.0000000180025095e-35 0.075120000000000006 -0.47006499999999996 0.088610000000000008 -0.0066799999999999993 -1.0000000180025095e-35 0.094245000000000009 -0.47860499999999995 -0.10519499999999998 -0.14116499999999996 -0.0064899999999999992 0.088235000000000022 -0.073394999999999974 0.088655000000000025 -0.082974999999999979 0.15273500000000004 0.079055000000000014 -0.50859499999999991 -1.0000000180025095e-35 0.16946000000000003 -1.0000000180025095e-35 -0.074359999999999996 -0.077774999999999983 0.083935000000000023 0.0061450000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 4 -2 6 7 -6 9 -9 -11 12 -12 21 15 29 17 -16 -18 -20 -21 -14 -17 -23 25 -19 27 28 -27 -15
right_child=1 2 -4 -5 5 -7 -8 8 -10 10 11 -13 13 14 16 22 18 24 19 20 -22 23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=0.0033851326493134358 0.0013495653036640326 -0.0026071881648619781 0.0033841464067222585 -0.0031948009170444042 0.0033843583592945456 -0.0033847208355507132 -0.0033840891970050371 -0.0028312552425467452 -0.0033843207482325112 0.0033912847839744514 0.0019214340245889275 -0.0022761212597070353 0.001143130715938699 -0.0014130405487549917 0.0021200107333091164 7.7781244570117951e-06 0.0029430789951214267 -0.0033134881436856288 0.0011536467828199913 -0.0033841380126109588 0.00056299193522205875 0.0010482191150739976 0.0029216498860840123 -0.0030957151170990095 0.0033854737181073886 -0.0030555932885124228 -0.0019778444090056339 0.002467189786250532 0.003131002087690227 0.00064976361291431168
leaf_weight=0.0017390554209839584 0.012943420496668523 0.0010158591903746128 0.003524893205906209 0.0023082085323551374 0.0019881966431967149 0.0029999463356773495 0.0021741602762261883 0.0032526567063086978 0.0025113044497402362 0.0022800813894718877 0.0063245734122574495 0.0046146029120421863 0.029611581155222666 0.013586243266672682 0.003898321354995459 0.0056520014181842279 0.004428139061900537 0.0090414062724555322 0.010944736460530178 0.0058508712548146508 0.0036684234548829409 0.0030782514841121156 0.0097949475128871061 0.0038613442439725523 0.0011575175972211573 0.010062788382853672 0.019989248888631309 0.0069961001161260696 0.0023577126976306309 0.011377052403986454
leaf_count=86 158 3 109 30 33 56 228 18 177 1 16 165 159 55 25 39 27 457 91 388 22 6 45 83 7 277 297 45 3 15
internal_value=0 -6.58195e-05 0.00204376 -0.000114505 -7.79398e-05 -0.000179739 -0.000125876 -8.57011e-05 -0.000125274 -7.76427e-05 -2.4512e-05 -7.13459e-05 -8.41864e-06 -8.6983e-05 -0.000325207 0.000417118 -0.000707852 -0.00118528 0.000318327 -0.000249633 -0.00186304 0.000687337 0.00185547 -0.00125756 -0.00144503 -0.00156045 -0.00115822 -0.000314426 -0.00188123 -0.000472915
internal_weight=0 0.201295 0.00454075 0.196754 0.194446 0.181502 0.178502 0.176328 0.17434 0.171829 0.168576 0.166296 0.161681 0.155357 0.118806 0.0404102 0.0783953 0.0535031 0.0248922 0.020464 0.00951929 0.0365512 0.0154469 0.0069396 0.0496048 0.0484473 0.0394059 0.0194166 0.0124205 0.0249633
internal_count=3121 3035 112 2923 2893 2735 2679 2451 2418 2241 2223 2222 2057 2041 1793 154 1639 1111 528 501 410 248 84 89 1086 1079 622 325 280 70
is_linear=0
shrinkage=0.00338353


Tree=748
num_leaves=31
num_cat=0
split_feature=1213 475 45 1374 1425 4 11 4 150 159 150 1456 448 160 133 133 52 484 403 42 1 43 43 133 52 13 52 43 4 15
split_gain=0.00177736 0.00296381 0.0016834 0.00186183 0.00168224 0.00218209 0.00211769 0.00226456 0.00366709 0.0021898 0.00212981 0.00288772 0.00251154 0.00246009 0.00379489 0.00275461 0.00227598 0.00222774 0.00310422 0.00231931 0.00231723 0.00359543 0.00370189 0.00318772 0.00323014 0.00279193 0.00276209 0.00325212 0.00467595 0.00238712
threshold=-1.0000000180025095e-35 -0.086004999999999984 -1.0000000180025095e-35 0.10637000000000001 1.0000000180025095e-35 0.51164000000000009 0.088215000000000002 0.27287000000000006 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.22665999999999997 -1.0000000180025095e-35 -0.083859999999999976 -0.098904999999999979 -0.030254999999999994 -0.25159999999999993 -0.53299999999999992 0.084040000000000017 -0.083259999999999987 -0.11466499999999999 0.10022000000000002 -0.15582499999999996 -0.092909999999999979 0.083950000000000011 0.11008000000000001 -0.076599999999999988 -0.089199999999999988 -0.0037449999999999996 -0.0016099999999999997 0.083935000000000023
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -2 4 5 6 7 10 -9 -10 -4 -12 -13 14 -14 -15 -17 18 -18 -20 21 -21 -23 24 26 -22 -24 -28 -29 -25
right_child=2 -3 3 -5 -6 -7 -8 8 9 -11 11 12 13 15 -16 16 17 -19 19 20 25 22 23 29 -26 -27 27 28 -30 -31
leaf_value=0.0040446985302929634 0.0040449692619274691 -0.0034251405947921141 0.0030191685515857216 -0.0035198654300663094 -0.0040477894820476175 0.0034785806030259796 -0.0021784348779729278 -0.0025445702327119594 -0.0012201680789721663 0.0037811902940489387 -0.0040443965330042384 -0.0035291635964897353 0.0024022548197240074 -0.002993340897425539 -0.0034165602205180278 -0.0040441190577183645 -0.004044077560056804 0.0023173547590658108 -0.0026105875466140909 0.0023959748513560078 0.0032707465899454668 -0.003731767597266331 -0.0030861353547679848 0.00016825812781785113 -0.0040469313050234997 0.00061770998860714008 -0.0030121840518755102 0.0020497004661257897 -0.00084141773526228152 0.0029489105384547343
leaf_weight=0.0010439003526698798 0.0016905852787374434 0.0051690409649118854 0.003675384884218146 0.0024365532204910769 0.0016330051273598647 0.0030282942225809953 0.0069060582490152447 0.0025536950797686595 0.0017397449009877173 0.0080774822756239928 0.002969633058174991 0.0032614870275438071 0.0024656353871819192 0.0043022174713129848 0.0071382744535775089 0.0019502814218412814 0.0027337888145808611 0.0088438018548515629 0.0042840356820512673 0.0096154585405088255 0.0088450855327550926 0.0046312752524251257 0.005011028835497199 0.012035862359645932 0.0039753388980443552 0.024315495133976128 0.0048741630467787891 0.017096885823857363 0.019671788964387829 0.0086948564902229464
leaf_count=4 23 487 14 26 78 130 81 17 10 149 249 33 33 133 228 101 318 123 52 37 86 40 51 148 15 144 135 79 64 33
internal_value=0 -0.00217006 2.80774e-05 -8.28299e-06 3.81346e-05 7.46559e-05 1.72832e-05 0.000105055 0.00177203 0.00289488 -2.35175e-05 -9.4876e-05 -1.85906e-05 5.74945e-05 -0.00192268 0.000192483 0.000292836 0.000355663 0.000217739 0.000312422 0.000417858 6.63246e-05 -0.000228455 -1.08919e-06 -0.000547969 0.00132537 -0.000249825 9.14786e-05 0.000502909 0.00133452
internal_weight=0 0.00621294 0.188457 0.186767 0.18433 0.182697 0.179669 0.172763 0.0123709 0.00981723 0.160392 0.156716 0.153747 0.150485 0.00960391 0.140881 0.136579 0.134629 0.125785 0.123051 0.118767 0.0856067 0.0759912 0.0713599 0.0506292 0.0331606 0.0466539 0.0416428 0.0367687 0.0207307
internal_count=3121 491 2630 2607 2581 2503 2373 2292 176 159 2116 2102 1853 1820 261 1559 1426 1325 1202 884 832 602 565 525 344 230 329 278 143 181
is_linear=0
shrinkage=0.00404364


Tree=749
num_leaves=31
num_cat=0
split_feature=2 147 1 0 3 15 43 43 133 3 151 132 48 394 129 33 4 48 151 51 159 150 133 457 4 4 1212 160 15 4
split_gain=0.0016205 0.00178745 0.00170697 0.00338571 0.00391197 0.00389047 0.0030561 0.00348521 0.00290111 0.00269784 0.00283558 0.00267668 0.00242714 0.0024194 0.00220825 0.0021718 0.0023069 0.00315703 0.00299057 0.00308509 0.0040614 0.00227797 0.00226012 0.002445 0.00287406 0.00560153 0.002233 0.00221849 0.00214415 0.0029693
threshold=0.17025000000000004 -1.0000000180025095e-35 1.0000000180025095e-35 -0.059114999999999994 -0.084074999999999997 0.083935000000000023 -0.082389999999999977 0.016310000000000002 -0.11008499999999999 0.11296500000000002 -0.50641499999999995 0.079970000000000013 0.088965000000000002 -0.43358499999999994 0.085790000000000019 -0.0066799999999999993 -0.010655 0.12879500000000002 0.043560000000000008 0.078435000000000019 -0.032739999999999991 -1.0000000180025095e-35 -0.25159999999999993 -0.0029299999999999994 -0.0016099999999999997 0.0052350000000000009 -0.47073499999999996 0.088755000000000014 -0.055554999999999993 0.053180000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 13 9 -7 -8 -9 10 -6 14 -5 -3 15 -4 18 22 19 21 -21 -17 -18 -24 -25 -26 -23 28 29 -27
right_child=-2 2 11 12 5 6 7 8 -10 -11 -12 -13 -14 -15 -16 16 17 -19 -20 20 -22 26 23 24 25 27 -28 -29 -30 -31
leaf_value=-0.004208271614872393 0.0034334471103128743 0.00166241397568215 -0.0033960641318485966 2.8473145967039389e-05 0.0025663104178992933 0.0038933403874808733 -0.0042087805102048806 -0.0042077389960018105 0.0029617141373562555 0.0019570923481380962 -0.0042080249426636558 0.0025167843695042377 0.0037473431335426225 -0.0042079352076539595 -0.0041434289036946965 0.0032674593660073268 -0.0031040448981485237 -0.0021258225177457459 -0.0039340928029527418 -0.0034550225807532049 0.0030774848498405678 0.0033443561201994577 -0.0010839799806852423 0.0039122253233734626 -0.0033697355813431195 -0.0036145122276277151 -0.0022627791245722157 0.0039685875525100099 0.0024091578778943682 0.00091469471508646007
leaf_weight=0.0018433000834789928 0.0023446166200642429 0.0014183083803800409 0.0029548096619009803 0.024137648783892018 0.0012661191285587856 0.0044357821736298328 0.0028566953262583183 0.0012679659509871044 0.0047080768000355988 0.0021374130838012215 0.0080252655630967985 0.0085788210369486251 0.0035648638495047172 0.010029102227335326 0.0021512146281068558 0.0017737631915224475 0.0023586443331282672 0.0065175392085166086 0.0043362908095900812 0.0021416989451097388 0.0078899890210948342 0.0013795395925626517 0.0080309815393775352 0.0070382738951479942 0.0046242580592945606 0.0029035571389499559 0.014157468211493551 0.0056066808119794578 0.014751498626878863 0.021769136616256901
leaf_count=20 70 4 28 146 2 20 208 49 47 7 470 140 21 624 34 11 21 37 32 30 67 6 56 59 50 35 475 33 90 229
internal_value=0 -8.62201e-05 -4.46571e-05 -0.000599565 -0.0014477 -0.000505425 0.00104424 -0.000386573 0.00144054 -0.00230454 -0.0032849 0.000253158 0.000507031 -0.00348061 7.72359e-05 0.000161124 0.000260961 0.000669524 -0.00068827 -0.000173509 0.00168284 -0.00124927 0.00094111 0.00108852 0.00139627 0.00103965 -0.00176492 0.00149245 0.00114031 0.000381684
internal_weight=0 0.184655 0.182811 0.0638472 0.0361447 0.0246973 0.0132685 0.00883274 0.00597604 0.0114288 0.00929138 0.118964 0.0277025 0.0114474 0.110385 0.108234 0.105279 0.0736006 0.0316787 0.0273425 0.0100317 0.0173108 0.067083 0.0647244 0.0566934 0.0496551 0.015537 0.0450309 0.0394242 0.0246727
internal_count=3121 3051 3031 1598 1431 803 324 304 96 479 472 1433 167 628 1293 1259 1231 610 621 589 97 492 573 552 496 437 481 387 354 264
is_linear=0
shrinkage=0.004207


Tree=750
num_leaves=31
num_cat=0
split_feature=0 1 47 3 15 1 147 14 123 3 151 43 43 133 16 394 16 43 12 49 44 16 132 12 151 12 13 15 39 4
split_gain=0.00737558 0.014889 0.0145863 0.011972 0.0112729 0.00998589 0.00950515 0.011381 0.0103608 0.00889001 0.0101887 0.00856809 0.00960409 0.00838807 0.00772216 0.00768805 0.00751868 0.0151011 0.00886525 0.00876863 0.00731222 0.00671853 0.00973501 0.00959265 0.00680741 0.00592558 0.00539735 0.0051764 0.00514106 0.00511165
threshold=-0.062294999999999996 1.0000000180025095e-35 0.096300000000000011 -0.084074999999999997 0.083935000000000023 0.13820500000000002 0.088610000000000008 0.062655000000000016 0.083745000000000014 0.11296500000000002 -0.50641499999999995 -0.082389999999999977 0.016310000000000002 -0.11008499999999999 -0.54165499999999989 -0.43358499999999994 0.15891500000000003 -0.45785999999999999 0.10345000000000001 0.10299000000000001 1.0000000180025095e-35 -0.11118499999999999 0.082230000000000011 0.088365000000000013 -0.086654999999999982 0.092465000000000006 0.10935500000000002 -0.46471999999999997 0.15438500000000002 -0.42529999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 6 15 9 14 7 8 20 10 -5 -6 -13 -14 -4 -1 25 -18 19 28 21 -3 23 24 -23 29 -27 -25 -19 -2
right_child=16 2 5 4 11 -7 -8 -9 -10 -11 -12 12 13 -15 -16 -17 17 18 -20 -21 -22 22 -24 27 -26 26 -28 -29 -30 -31
leaf_value=0.00052081534684457996 -0.00029715478245551124 0.00065713128860982791 0.00073518312664388856 0.00099273814654206034 0.0012086414806183412 0.00095058611221462812 0.0011872009404850375 -0.0011771410658359782 0.0012440112747150699 0.0006465619353119604 -0.0013204292267015884 -0.0013206668191321966 -0.0013201523723635107 0.0008716013912771055 -0.0009217494073747016 -0.0013202734902969008 0.0010489566244843934 -0.0010168581429469119 0.00046256972458160492 0.0009298635016384085 -0.0012995091636990659 0.00094972572645593762 0.0010770302408372409 0.0011041173447220883 -6.672763723935109e-05 -0.00046882449085706453 0.0012114322657214812 -0.0012339439419551505 0.00049194362834530277 0.00092727041206408913
leaf_weight=0.0044601890513149547 0.0068236981330755944 0.037529651908755568 0.0054900362702028352 0.0037885125784669063 0.012149592257514996 0.0068827320537820915 0.01587043617450945 0.011021457663048295 0.015287759369073228 0.0067115341680619158 0.026559836118678959 0.0081541566690930267 0.0038652335288134046 0.014247618388878891 0.045384128535602031 0.034477943143826906 0.017199477791336903 0.036513283725582824 0.017261832335975669 0.0054327682855159756 0.0061666883948419118 0.0131050301306459 0.013815509476444277 0.0018403669673716641 0.092098019540287623 0.014784964303714787 0.0042959725443552079 0.015840090397887252 0.0044068381539545945 0.04567450548540819
leaf_count=4 31 102 15 2 20 13 70 89 115 7 466 207 49 47 162 629 13 199 44 21 20 25 35 5 193 81 28 251 4 174
internal_value=0 -0.000113971 4.97503e-05 -0.000515111 -0.000208526 -0.00054113 0.00020308 0.000127521 0.000201004 -0.00072774 -0.00103167 0.000292351 -0.000131472 0.000403887 -0.000742943 -0.00110938 0.000227797 -4.80469e-05 -0.000344643 -0.00064525 0.000112613 0.000162594 2.68226e-05 -9.12498e-05 5.98909e-05 0.00053923 -9.05235e-05 -0.000990574 -0.00085437 0.00076812
internal_weight=0 0.394747 0.280332 0.114415 0.0754765 0.0577569 0.222575 0.206705 0.195683 0.0370599 0.0303483 0.0384166 0.026267 0.0181129 0.0508742 0.0389381 0.152393 0.0808142 0.0636147 0.0463529 0.180395 0.174229 0.136699 0.122884 0.105203 0.0715791 0.0190809 0.0176805 0.0409201 0.0524982
internal_count=3121 2526 1095 1431 798 190 905 835 746 475 468 323 303 96 177 633 595 281 268 224 631 611 509 474 218 314 109 256 203 205
is_linear=0
shrinkage=0.00131955


Tree=751
num_leaves=31
num_cat=0
split_feature=45 31 2 123 1447 1375 0 43 9 49 1212 2 4 131 1374 453 1373 12 3 4 3 1 0 15 15 131 42 52 40 1375
split_gain=0.00167739 0.00166342 0.00175632 0.00282083 0.00293366 0.0027502 0.00224148 0.00268613 0.00339059 0.00296479 0.00322404 0.00246904 0.00293424 0.00240861 0.00195937 0.00199129 0.00222287 0.00220948 0.00372855 0.00343194 0.00406644 0.00227103 0.00189302 0.00202637 0.00210079 0.00225208 0.00275514 0.00291677 0.00280289 0.00181497
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 0.088225000000000012 0.08592000000000001 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.13455999999999999 -0.074359999999999996 0.091600000000000015 -0.028954999999999998 -0.47386499999999993 0.079055000000000014 -0.019614999999999997 0.10033500000000002 0.10637000000000001 0.10564500000000002 1.0000000180025095e-35 0.092355000000000007 0.10732000000000001 -0.46376499999999993 -0.097604999999999983 0.12205500000000001 1.0000000180025095e-35 -0.11713499999999999 -0.10469999999999999 0.088495000000000004 0.083995000000000014 -1.0000000180025095e-35 0.051255000000000002 -0.43996499999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 5 4 -4 -3 11 13 9 -9 -11 -7 -13 22 15 16 17 19 21 -6 -21 -19 23 -8 -25 26 28 -28 -26 -22
right_child=1 2 3 -5 14 6 7 8 -10 10 -12 12 -14 -15 -16 -17 -18 18 -20 20 29 -23 -24 24 25 -27 27 -29 -30 -31
leaf_value=0.0035918000679415331 0.0035921936130678656 -0.0035917544311243272 -0.0035914708279332023 0.0023453138613695377 -0.0021058071482286615 0.0034635822821738162 -0.0035865987477238436 0.0020126263703990456 0.0011191772420242841 0.0023829420346752218 -0.0033154616408890801 -0.0035914927756208435 0.0014100851576399663 0.0027579118382361494 -0.0035917378663121316 -0.0034997051082956126 0.0027746771270985514 -0.0025616014956437194 0.0011057325755297913 0.0024997758619913928 -0.0022931762813289307 0.0022296829973342471 0.0033766848379302061 0.0030923995226130817 -0.0032583054975903166 -0.0035911038165223701 -0.0017333772953217407 0.0030544254979969843 0.0020048968313628496 0.00040401099532339315
leaf_weight=0.0016298182478067238 0.001587452938018429 0.0036791186675131362 0.0028245909566901864 0.0071695768641291116 0.0063711516668831783 0.003708382427532797 0.0026678674827280693 0.001819756902534663 0.0046091642861938445 0.0014015666117757055 0.014767787686245981 0.0022027263356960702 0.0048242954970874052 0.0036632496508133263 0.0018058413575090517 0.0018613514885146279 0.0042995066958155794 0.011858909100247672 0.0076089719345873155 0.012542871628738787 0.0034179099338871302 0.0014291524116032414 0.0016116187772468029 0.0021559086890192659 0.0046557912745406362 0.0028324269798076776 0.0024810534018335729 0.004842090246544477 0.0018123005502275191 0.054598084583965097
leaf_count=23 86 68 115 128 66 20 34 28 34 18 688 40 39 35 17 12 18 518 18 95 4 30 21 3 122 133 92 42 6 568
internal_value=0 -6.72107e-05 -9.95694e-05 0.000163925 1.99374e-05 -0.00057826 -0.000393649 -0.000717284 -0.0016285 -0.0023325 -0.00282152 0.00109319 -0.000157735 5.33022e-05 0.000116359 0.000180753 0.000247833 0.000136778 -0.000898585 0.00041802 0.000645911 -0.00204629 -0.000376362 -0.000658377 -0.000242387 -0.000674872 -7.59404e-05 0.00143234 -0.0017836 0.000245111
internal_weight=0 0.18111 0.179523 0.115788 0.108618 0.0637351 0.060056 0.0493206 0.0225983 0.0179891 0.0161694 0.0107354 0.00702702 0.0267223 0.105794 0.103988 0.102127 0.0978271 0.020897 0.07693 0.0705589 0.0132881 0.0230591 0.0214474 0.0187796 0.0166237 0.0137912 0.00732314 0.00646809 0.058016
internal_count=3121 3098 3012 1589 1461 1423 1355 1256 768 734 706 99 79 488 1346 1329 1317 1299 566 733 667 548 453 432 398 395 262 134 128 572
is_linear=0
shrinkage=0.00359063


Tree=752
num_leaves=31
num_cat=0
split_feature=1 51 50 0 2 48 48 0 14 0 14 51 1213 1 16 129 0 4 52 52 52 2 403 33 9 1 15 3 0 151
split_gain=0.0101591 0.00744803 0.00679219 0.00660959 0.00638731 0.0115488 0.0137799 0.00815888 0.00739399 0.00684217 0.00622189 0.00752954 0.0063151 0.00607878 0.00620015 0.00566984 0.0055463 0.00767693 0.0115789 0.00624533 0.00965012 0.00763823 0.00611657 0.00657396 0.00775565 0.00646959 0.0097362 0.00903754 0.0119916 0.0051939
threshold=0.104035 -0.10748999999999999 0.10124500000000002 1.0000000180025095e-35 0.10467500000000002 0.12879500000000002 -0.086869999999999989 -0.11756999999999999 -0.23083499999999998 -0.084674999999999986 0.062655000000000016 -0.090529999999999985 -1.0000000180025095e-35 0.13075500000000004 0.51524500000000006 0.093925000000000008 0.041630000000000007 -0.49405499999999997 0.10347000000000002 -0.088204999999999992 -0.080979999999999983 0.11067500000000001 -1.0000000180025095e-35 -0.0066799999999999993 0.088235000000000022 0.094385000000000011 -1.0000000180025095e-35 -0.084074999999999997 -0.077999999999999986 -0.0071249999999999985
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 10 4 13 6 -6 -7 9 -8 11 -3 -13 -2 -15 16 19 18 -18 -14 -21 22 -22 -24 25 26 29 28 -28 -25
right_child=3 2 -4 -5 5 7 8 -9 -10 -11 -12 12 15 14 -16 -17 17 -19 -20 20 21 -23 23 24 -26 -27 27 -29 -30 -31
leaf_value=-0.0012941206207023473 -0.00048768713090250481 0.00086539624772607679 -0.0012940651380646828 0.0011488127838993735 -0.00096136924332059946 -0.00093682735930726113 -0.00046731126519593312 0.00047000643990286785 0.0011423612849287648 0.0010816342622997671 -0.0012944372641460089 -0.0011037656946936676 -0.00071810803111137429 0.0011836346850343489 -0.00028543925236292121 -0.0012942473386423963 -0.0010510217027610927 0.00076218908060651889 0.00068133768554832965 0.00086814549227878562 -0.0012938316340225838 -0.0010494530757299929 -0.0012950526268110357 -0.00025441195026391938 0.0013017106444403266 0.00065772784268919803 -0.0012946321893380242 0.00060220828607288025 0.00050412805487381487 -0.0011628001787060895
leaf_weight=0.0095209918698770934 0.038085220508605744 0.013699562991405401 0.0081943455517716757 0.012072180814186595 0.0080138640769291669 0.01635179178447288 0.011372782187663688 0.011934686248423532 0.042754588907541802 0.008224301309837756 0.0071248579780558421 0.010447795749712441 0.027755653310322259 0.0090530160240405166 0.010253790766000748 0.0062673272297786289 0.013178051640807098 0.029689264495573298 0.012661139095598628 0.017014898910133525 0.0064936808452102915 0.0145762125858937 0.0063465598686889271 0.026357852799719694 0.0078287099458975717 0.019507664643697353 0.012689864973367548 0.035486354124202535 0.012133586572304011 0.0175471838761041
leaf_count=216 148 71 271 135 17 29 24 34 199 50 72 421 200 40 15 64 37 48 11 50 307 52 16 121 5 74 75 120 26 173
internal_value=0 -0.000167362 -0.000132188 0.000226582 0.000155235 0.000354869 0.000635509 -0.000343253 0.000840751 0.000182734 -0.000100111 -7.07356e-05 -0.000117205 -0.000187919 0.000403414 -7.8387e-05 -4.89957e-05 0.000313442 -0.00020217 -0.000147777 -5.78257e-05 -0.000156936 -6.68369e-05 -9.05708e-06 5.29845e-05 -2.60303e-05 -0.000154021 0.000183359 -0.000415407 -0.00061746
internal_weight=0 0.314522 0.305001 0.168116 0.156044 0.098652 0.0703655 0.0282865 0.0623517 0.0195971 0.296806 0.289681 0.275982 0.057392 0.0193068 0.265534 0.259267 0.0555285 0.0258392 0.203738 0.175983 0.158968 0.144391 0.137898 0.131551 0.123723 0.104215 0.0603098 0.0248235 0.043905
internal_count=3121 2430 2214 691 556 353 290 63 273 74 1943 1871 1800 203 55 1379 1315 96 48 1219 1019 969 917 610 594 589 515 221 101 294
is_linear=0
shrinkage=0.00129368


Tree=753
num_leaves=31
num_cat=0
split_feature=1 0 3 15 43 43 133 2 15 4 47 48 150 16 15 50 4 151 4 14 474 4 52 4 15 12 13 48 150 2
split_gain=0.00844129 0.0139277 0.00962132 0.010393 0.0085414 0.00886112 0.00756153 0.00701008 0.00700073 0.0114491 0.0094276 0.013099 0.00781239 0.00973058 0.00922765 0.00738338 0.00978698 0.0114325 0.00730659 0.00811973 0.00729651 0.00682383 0.00623558 0.00616904 0.00577726 0.00708898 0.00765305 0.00558519 0.00548867 0.00536215
threshold=1.0000000180025095e-35 -0.059114999999999994 -0.084074999999999997 0.083935000000000023 -0.082389999999999977 0.016310000000000002 -0.11008499999999999 0.14753000000000002 0.035560000000000008 -0.084369999999999987 1.0000000180025095e-35 0.12879500000000002 -1.0000000180025095e-35 -0.056919999999999991 -0.055554999999999993 0.11843500000000001 0.0052350000000000009 -0.086654999999999982 -0.0024449999999999997 0.087740000000000012 -1.0000000180025095e-35 -0.27825499999999997 0.13796000000000003 -0.49405499999999997 0.24356000000000003 0.098330000000000015 -0.095304999999999987 0.11454000000000002 0.090480000000000019 0.086885000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 -5 -6 -7 8 10 -10 11 15 -12 27 -15 16 17 -2 19 21 -18 -19 -22 -3 25 26 -11 -14 -23 -25
right_child=7 23 3 4 5 6 -8 -9 9 24 12 -13 13 14 -16 -17 20 18 -20 -21 22 28 -24 29 -26 -27 -28 -29 -30 -31
leaf_value=-0.0011213732250192363 0.0010022279493801488 -0.00031778291569319284 -0.00082356986148842141 0.0011360408025587099 -0.0012698570409865819 -0.0012688862003488949 0.00081265938426330583 0.00097578642202112255 -0.0011831936320147842 0.00051746698256626984 -0.0011319705285066388 -0.00086784631495092984 5.5939131184220057e-05 -0.0011598155011153263 0.00026041904957979081 -0.001015693410825951 -0.00072068900903265239 -0.0012685639827045572 -0.00088020146148998853 -0.0012704948408322975 0.0011289393243094797 0.00077280389535959015 -0.00026977212830462294 -0.0010508277451320846 -0.0012701172292577511 0.00096453165027903692 -0.0010363430648150501 0.0010297728862712773 -0.00050278294442871547 0.00058490055157130443
leaf_weight=0.034289047992160704 0.020706198469497394 0.026994025548447098 0.03137710742903721 0.010542647355975987 0.0085588118843418215 0.0036495758002388348 0.01216416964786049 0.013321454724405157 0.018592217037337377 0.010424243334909987 0.012248957588781195 0.013770221233698976 0.042726545525169968 0.019209009673261335 0.011929209863865253 0.0054988957429031862 0.0043301546247676006 0.0037344901584219761 0.014355036917095276 0.0055946644433788597 0.050760794583084135 0.028929580123985943 0.0057031622600334222 0.0035052787316089953 0.0047885355452308423 0.012694422066488187 0.0099816253304823039 0.012172785826805921 0.006679005035039153 0.0401468732424064
leaf_count=636 70 31 480 20 208 49 47 113 120 30 23 10 106 111 47 25 2 103 54 10 246 93 22 5 10 38 211 33 32 136
internal_value=0 -0.000272789 -0.000575944 -0.000293826 0.000182237 -0.000230343 0.00033227 7.46045e-05 3.64726e-05 -0.000368021 0.000124904 0.000314761 -0.000184282 -4.93624e-05 -0.000615716 0.000426078 0.000482389 0.000190882 -9.24557e-05 0.000159184 0.000865982 0.000362487 0.000987662 0.000158823 3.19879e-05 0.00022036 -0.000242586 0.000271867 0.000533546 0.000453551
internal_weight=0 0.171228 0.100581 0.0662923 0.0349152 0.0243726 0.0158137 0.328151 0.31483 0.056481 0.258349 0.160062 0.0982865 0.0860376 0.0311382 0.146292 0.140793 0.079999 0.0592928 0.0449377 0.0607941 0.0393431 0.056464 0.0706462 0.0378888 0.0331003 0.0204059 0.0548993 0.0356086 0.0436522
internal_count=3121 1612 1440 804 324 304 96 1509 1396 409 987 667 320 297 158 657 632 362 292 238 270 228 268 172 289 279 241 139 125 141
is_linear=0
shrinkage=0.00126831


Tree=754
num_leaves=31
num_cat=0
split_feature=45 39 42 123 133 448 121 123 483 1366 151 16 1374 1213 475 13 3 43 403 132 42 33 4 52 151 133 43 42 1 4
split_gain=0.00157752 0.00156305 0.00188629 0.00199688 0.00321945 0.00237808 0.0021066 0.00195077 0.00225212 0.00204953 0.00194026 0.00244132 0.00207523 0.00203981 0.00327783 0.00187269 0.00321035 0.00245068 0.00206728 0.00228598 0.00270291 0.00262254 0.00336729 0.0043592 0.0050867 0.00359933 0.00447412 0.00426371 0.00412857 0.00279264
threshold=-1.0000000180025095e-35 0.16946000000000003 -0.26584999999999998 1.0000000180025095e-35 -0.080849999999999991 -0.08020999999999999 -1.0000000180025095e-35 -0.043329999999999994 0.096190000000000012 -0.082084999999999991 -0.5145249999999999 -0.53943499999999989 0.093235000000000012 -1.0000000180025095e-35 -0.086004999999999984 -0.53104499999999988 0.149315 0.24789500000000006 -0.083814999999999987 0.081465000000000024 -0.11051499999999999 -0.0066799999999999993 0.0061450000000000003 -0.089199999999999988 0.08357500000000001 0.084415000000000018 -0.014584999999999999 -1.0000000180025095e-35 0.086560000000000012 -0.00099499999999999979
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 6 -5 -6 -4 -8 9 -9 -11 -12 13 14 -13 -15 17 18 -17 20 -20 -22 23 24 -23 27 -27 -25 -29 -30
right_child=1 -3 3 4 5 -7 7 8 -10 10 11 12 -14 15 -16 16 -18 -19 19 -21 21 22 -24 25 -26 26 -28 28 29 -31
leaf_value=0.0033845579231012459 -0.0033845390358539923 0.0033848760198016263 -0.0033292367691122281 -0.0020338069893791359 -0.0029591584972677638 0.0024653414207976457 0.0030305139427403783 -0.0033849135038436754 -0.0033071603669287729 -0.0033841126355698111 0.0025902959240849907 0.0033844198052606334 -0.0033843407836703253 -0.0023333190936377281 -0.0033840914079103072 -0.0031034294294313854 0.0019133828187540341 -0.0033841025814100034 -0.0033849605912479709 0.0016673596212662626 -0.0033849897580626427 -0.0033847096274372455 0.00084018555410379043 -0.0031023935585379084 0.0027244993699380936 -0.0033857776378567067 0.002380579735310185 0.0016762180209233407 0.00016500438976830087 -0.0032108319675643736
leaf_weight=0.0015327314523858595 0.0019692903530881259 0.0014931649779015279 0.0023672148845434995 0.0028739889346525169 0.0010167429791181357 0.010279243861688769 0.0022273515705677474 0.0021528735764846365 0.0025581000428083192 0.0019849350691742975 0.0040027005883302982 0.0010116024932358414 0.0021542095743143355 0.0037084307066379543 0.0043046443274192816 0.0023771912337782189 0.010368143968364052 0.0024674554407440033 0.0027202093156546417 0.0095963354991255301 0.0025155697602485807 0.0090392399858814088 0.043081183671397127 0.00363472544245269 0.001885814744127857 0.0064249994699849822 0.0020262519691414127 0.022742573976515246 0.014123681278149986 0.0035007439878853722
leaf_count=23 18 23 16 26 3 231 28 32 164 40 75 4 30 9 477 336 108 139 79 102 16 295 248 104 8 200 13 117 128 29
internal_value=0 -6.25941e-05 -9.13334e-05 -5.47236e-05 0.00116359 0.00197709 -0.00016065 -0.000113948 -0.000158169 -0.000106473 -6.05434e-05 -1.70517e-05 -8.77195e-05 -3.89208e-05 -0.00209614 3.90801e-05 0.000103532 -4.52349e-05 2.13827e-05 8.2626e-05 -5.35272e-05 2.96314e-05 0.000110317 -0.000385811 -0.00233018 1.9167e-05 -0.00200325 0.000407605 0.000723653 -0.000505539
internal_weight=0 0.180609 0.179115 0.177146 0.01417 0.011296 0.162976 0.160609 0.158382 0.155824 0.153671 0.151686 0.147683 0.145529 0.00531625 0.140213 0.136504 0.126136 0.123669 0.121291 0.111695 0.108975 0.106459 0.063378 0.0109251 0.052453 0.00845125 0.0440017 0.040367 0.0176244
internal_count=3121 3098 3075 3057 260 234 2797 2781 2753 2589 2557 2517 2442 2412 481 1931 1922 1814 1675 1339 1237 1158 1142 894 303 591 213 378 274 157
is_linear=0
shrinkage=0.00338353


Tree=755
num_leaves=31
num_cat=0
split_feature=1 0 3 15 12 1212 132 394 3 151 2 48 15 0 0 15 475 484 52 2 49 457 33 33 15 44 130 52 14 133
split_gain=0.00158001 0.00339074 0.00329968 0.003671 0.00262848 0.00321043 0.00244098 0.00226282 0.00222266 0.00268441 0.00207667 0.00203787 0.00200776 0.00329122 0.00312745 0.00231824 0.00272473 0.002701 0.00242999 0.00277311 0.0020411 0.00278448 0.00204469 0.00212266 0.0020334 0.0032071 0.00324072 0.00247715 0.00238842 0.00218226
threshold=1.0000000180025095e-35 -0.059114999999999994 -0.084074999999999997 0.083935000000000023 0.095175000000000023 -1.0000000180025095e-35 0.079970000000000013 -0.43358499999999994 0.11296500000000002 -0.50641499999999995 0.14753000000000002 0.088965000000000002 0.035560000000000008 -0.084144999999999984 -0.14226499999999997 -0.0088349999999999974 -0.084049999999999986 -0.0068949999999999992 0.13796000000000003 -0.020134999999999997 -0.047584999999999995 -0.0029299999999999994 -0.0066799999999999993 -1.0000000180025095e-35 -0.10653 1.0000000180025095e-35 -1.0000000180025095e-35 0.13140000000000004 -0.46885499999999997 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 7 8 5 -5 10 -1 9 -4 12 -3 15 14 -14 16 -2 -18 19 -17 21 -19 -22 -24 25 26 -25 -26 -28 -30
right_child=6 11 3 4 -6 -7 -8 -9 -10 -11 -12 -13 13 -15 -16 18 17 20 -20 -21 22 -23 23 24 27 -27 28 -29 29 -31
leaf_value=0.0013791694173704665 -0.0034529470620143611 7.585898317406605e-05 0.0020372782701991096 -0.0034519257555806534 -0.0034531984207406075 0.0021633452314649883 0.0020144750207249595 -0.0034520147517706412 0.00129853235315725 -0.0034520311351400514 0.0027174218325251632 0.0030139877108517248 -0.0027604542657751769 -0.0029486369922612121 0.0015821122685371969 -0.0026148431054135684 -0.0023513784226810224 -0.0017557408382525132 -0.002065835429592554 0.0024498234729917927 -0.0034434514057045977 0.0019643030956918118 0.0034583470819119955 -0.0030590351219603189 -0.0014915697813377305 -0.0031686306249989189 -0.0013597360608973757 0.0014239144226910489 -0.0016921488635875733 0.0026648656426496585
leaf_weight=0.0013233571986006618 0.0027477649721276967 0.023906135481901458 0.0012320302485022703 0.0013969572932595051 0.0015037189251359004 0.009195777026754115 0.0082316387481142783 0.0090626748263815671 0.0020473793483688505 0.0076479612656203946 0.0033981781018184156 0.003186537831709301 0.0028871337802485186 0.0068857985537604796 0.0062546778596299646 0.0014397933332475086 0.0051429988215261338 0.0029180980295677719 0.0021093975960297931 0.012187929708446177 0.0021045461713811156 0.013409353996962636 0.0020608091726899138 0.0019834682507848802 0.016706768297893863 0.0023487000972863816 0.0027053087819908219 0.0043814672671302892 0.0015391579140100484 0.012400248224182061
leaf_count=4 37 151 2 68 81 175 161 632 7 471 83 21 54 259 53 21 101 23 19 165 8 118 1 14 140 21 26 35 17 153
internal_value=0 -0.000485852 -0.00122158 -0.000493125 0.00081667 0.00142281 0.000204335 -0.00283644 -0.00194305 -0.00269043 6.32476e-05 0.000421431 -2.49928e-05 -0.00114664 0.000210659 0.000183595 -8.39257e-05 5.28122e-05 0.00138118 0.00191473 0.000250465 0.00129944 -0.000120008 3.85003e-05 -0.000129041 0.000631759 0.00111092 -0.000885825 0.00160784 0.00218377
internal_weight=0 0.0605025 0.0334099 0.0230238 0.0120965 0.0105927 0.113843 0.010386 0.0109274 0.00887999 0.105612 0.0270927 0.102213 0.0160276 0.00914181 0.0861858 0.0704487 0.0677009 0.0157371 0.0136277 0.0625579 0.0163275 0.0462305 0.0441259 0.0420651 0.0209769 0.0186282 0.0210882 0.0166447 0.0139394
internal_count=3121 1612 1440 804 324 243 1509 636 480 473 1348 172 1265 366 107 899 694 657 205 186 556 141 415 407 406 231 210 175 196 170
is_linear=0
shrinkage=0.00345121


Tree=756
num_leaves=31
num_cat=0
split_feature=1426 1 51 50 159 16 14 51 393 1210 43 4 0 2 3 393 42 50 376 52 52 52 52 4 0 43 13 16 13 0
split_gain=0.00151697 0.00183538 0.00245678 0.00239126 0.00231865 0.00228924 0.00213223 0.0020878 0.00194824 0.00191778 0.0022844 0.00308466 0.00267848 0.00270642 0.00270829 0.00251543 0.00289617 0.00203225 0.00214718 0.00204442 0.00265596 0.00211651 0.00380664 0.00197378 0.0022203 0.00185172 0.00198798 0.0016666 0.00385683 0.0016549
threshold=-1.0000000180025095e-35 0.104035 -0.10748999999999999 0.10124500000000002 0.085545000000000024 0.10246000000000001 0.062655000000000016 -0.090529999999999985 0.091220000000000009 -1.0000000180025095e-35 -0.15582499999999996 -0.51843499999999987 0.041630000000000007 0.11215000000000001 0.10299500000000002 0.086855000000000016 -1.0000000180025095e-35 0.10030500000000002 0.048375000000000008 0.15915500000000002 0.14295500000000003 0.090245000000000006 0.077655000000000016 0.24564500000000003 -0.10096999999999999 -0.088004999999999986 -0.074519999999999989 0.22339500000000004 0.18141000000000002 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 6 29 -6 7 -4 9 -9 27 -12 13 14 15 16 -13 18 19 20 21 22 23 24 -18 26 -26 28 -11 -3
right_child=1 4 3 -5 5 -7 -8 8 -10 10 11 12 -14 -15 -16 -17 17 -19 -20 -21 -22 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=-0.003594330837921619 -0.0035910798428901562 0.00010178676112952863 0.0025112194017767138 -0.0035911091948229077 0.0033676462281607878 -0.0021621552722581013 -0.003591363947188171 -0.003591197685069152 -0.0035916521978806544 0.0021602012601552073 -0.0035616430908332604 -0.0032545775412448344 0.0014231504359083183 -0.0027858241372004894 0.0028306144643044486 0.0031334755932281894 -0.00032325894464869855 0.0033986547749534418 0.0035912548983358622 -0.0035917934566721036 0.0035703541941548836 -0.0035915326631435311 0.0025514970288239565 0.0031534854736923221 -0.0022612717346798808 -0.0034386414162305748 0.0035911387389326618 0.0032897448448674016 -0.0035912836728704354 0.0032061293445695515
leaf_weight=0.0015304007760121854 0.002803519412983845 0.046554798693598798 0.0040179704666343232 0.0025942752798897564 0.005859939275069336 0.0011555193502772454 0.0022088665294646139 0.0019379211308656599 0.0020517751142250509 0.005096062797747436 0.0033595097913234886 0.0044775873897151533 0.013266411237111697 0.0053798060033258812 0.0037416544528241493 0.002589864759926285 0.021825988191281436 0.0019037250149267484 0.0016893680075327202 0.0026504227701948926 0.0021260145990709125 0.0027444934904927712 0.0051307423518096576 0.0015747049823175976 0.0020587946947543401 0.0067458905332031978 0.0011756192143081989 0.0042854176722357806 0.0021320858843125734 0.0023245344515814273
leaf_count=67 200 406 59 270 157 16 72 234 83 42 16 378 69 51 13 9 77 5 29 127 4 99 39 20 97 336 3 12 46 85
internal_value=0 -2.9943e-06 -0.000273095 -0.000185969 0.000526475 0.00245683 -0.000101167 -2.55569e-05 -0.000129624 -5.55475e-05 1.73796e-05 -0.000191855 -4.87002e-05 -0.000345384 -0.000128141 -0.000323413 -0.000488891 -0.000239351 -0.000384478 -0.000530385 -0.000343349 -0.00054503 -0.000327925 -0.000770499 -0.000964772 -0.0023677 -0.000134084 0.00151556 0.000463687 0.000249419
internal_weight=0 0.165463 0.109568 0.106765 0.0558948 0.00701546 0.104171 0.101962 0.0979439 0.0958921 0.0939542 0.0824406 0.0790811 0.0658147 0.0604349 0.0566932 0.0541034 0.0496258 0.047722 0.0460327 0.0433822 0.0412562 0.0385117 0.033381 0.0318063 0.0099803 0.00323441 0.0115136 0.00722815 0.0488793
internal_count=3121 3054 2390 2190 664 173 1920 1848 1789 1706 1472 1372 1356 1287 1236 1223 1214 836 831 802 675 671 572 533 513 436 100 100 88 491
is_linear=0
shrinkage=0.00359063


Tree=757
num_leaves=31
num_cat=0
split_feature=31 151 1348 151 12 47 1456 403 484 475 474 4 11 1456 52 48 4 160 133 457 42 47 43 4 376 3 0 15 12 16
split_gain=0.0014897 0.00140148 0.00175672 0.00169153 0.00280758 0.00262798 0.00250927 0.0019059 0.00238459 0.00210359 0.00185436 0.00217056 0.00261317 0.0020171 0.00175707 0.00212262 0.0032921 0.00317823 0.00205075 0.00164476 0.00159566 0.00215627 0.00243792 0.00321189 0.00222316 0.00173841 0.00347475 0.00272842 0.00268599 0.00286489
threshold=-1.0000000180025095e-35 -0.5145249999999999 0.090205000000000021 -0.086769999999999986 0.088305000000000008 0.099745000000000014 -1.0000000180025095e-35 -1.0000000180025095e-35 0.073690000000000019 -0.08663499999999999 -1.0000000180025095e-35 0.27287000000000006 0.082245000000000013 0.091180000000000011 0.19022000000000003 0.093440000000000009 0.033845000000000007 0.10648000000000001 -0.030254999999999994 0.087995000000000004 -0.11466499999999999 0.13206500000000002 -0.15582499999999996 -0.51843499999999987 0.049360000000000008 -0.10831999999999999 -0.10011499999999998 -0.015744999999999999 0.10345000000000001 -0.083134999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 5 19 -5 8 -8 -9 -11 12 14 -13 15 17 -17 20 -16 -3 -12 22 -22 -24 25 -25 27 -27 29 -28
right_child=1 2 -4 6 -6 -7 7 9 -10 10 11 13 -14 -15 18 16 -18 -19 -20 -21 21 -23 23 24 -26 26 28 -29 -30 -31
leaf_value=0.0035921881185231592 -0.0030347897712563001 0.0032167067567533307 0.003554917035842777 -0.0035911671310321462 -0.0020320037723390132 -0.0020566810667830729 -0.0032096910949224568 -0.002917012422792061 0.0010364027399322646 -0.003593538012234295 -0.0024088733517046539 0.0019441524647647709 -0.0035913762117298765 -0.0031256783679966156 0.0028352475065045574 0.0023663963458601602 -0.0011100067385039181 -0.0035920859153436668 -0.002665980503392788 -0.00012012082179691147 0.0018675439218741848 -0.0035310569321992274 -0.0034822358887238386 0.0017828365089635572 0.0029555408822192204 -0.00026212483528794301 -0.0001421639576308658 0.0020402346412214207 0.0026325536380018459 -0.0026533666165005536
leaf_weight=0.0014468282919324329 0.0020263894226957282 0.0084442048199662167 0.0017432572215056999 0.002752132475141166 0.0030960014383936132 0.0019550601944473564 0.0053184796913381405 0.003159751351535788 0.0025099465416573707 0.0017760274107132537 0.0032671124941856524 0.011654023686304527 0.0026368939552341422 0.0011079647692895387 0.0010403232444673449 0.011608189197193752 0.0050354683424131954 0.0032102382898351314 0.0054529854495939381 0.0024590980956702433 0.010363442967786796 0.001997314884192746 0.0032568335397016165 0.0063748443633357818 0.003500148485841236 0.016046493443042209 0.010818872024543666 0.011315527446981818 0.0022164323921618481 0.012771376045483562
leaf_count=86 50 101 33 277 52 23 674 112 36 49 52 230 68 9 24 121 34 73 177 30 48 11 22 26 25 72 151 41 69 345
internal_value=0 -6.77991e-05 -2.94771e-05 -6.97524e-05 0.00103765 0.00177676 -0.000196686 -0.000128215 -0.00184831 -2.3514e-05 4.93652e-05 0.000101679 -5.96772e-05 0.001504 2.63322e-05 0.000141863 0.00131463 -8.73993e-05 -0.0017846 0.00246413 4.99264e-05 0.00015205 0.000248006 -5.14473e-06 0.000174482 1.10026e-05 -0.000201438 0.000690013 -0.00114661 -0.00150169
internal_weight=0 0.158915 0.156888 0.155145 0.0159544 0.0128584 0.139191 0.136439 0.00782843 0.12861 0.125451 0.123674 0.110912 0.012762 0.108276 0.101782 0.0166437 0.0851386 0.00649331 0.0109033 0.0819284 0.0786613 0.076664 0.0663005 0.0630437 0.0595435 0.0531687 0.027362 0.0258067 0.0235902
internal_count=3121 3035 2985 2952 206 154 2746 2469 710 1759 1647 1598 1359 239 1291 1090 155 935 201 131 862 810 799 751 729 704 678 113 565 496
is_linear=0
shrinkage=0.00359063


Tree=758
num_leaves=31
num_cat=0
split_feature=1 47 12 50 48 4 14 11 0 12 159 3 1213 3 12 51 402 51 403 15 9 1 1212 3 0 49 16 3 1 160
split_gain=0.00608785 0.00745779 0.00653745 0.00522016 0.00594722 0.00854782 0.00617892 0.00419235 0.0049002 0.00636003 0.00495465 0.00780531 0.00516035 0.00481992 0.00684669 0.00712048 0.00607994 0.00521374 0.00617337 0.00720167 0.00672695 0.00517696 0.00515827 0.00434558 0.00638389 0.00420278 0.00394396 0.00391819 0.0045916 0.00431672
threshold=0.10060500000000001 0.087885000000000019 -1.0000000180025095e-35 0.10965000000000001 0.12879500000000002 -0.033174999999999989 -0.46885499999999997 0.081790000000000015 0.18019500000000002 0.10711000000000002 0.091530000000000014 -0.12018999999999998 0.091280000000000014 0.092670000000000016 0.092355000000000007 0.088210000000000011 -0.50169499999999989 0.045645000000000005 -1.0000000180025095e-35 -1.0000000180025095e-35 0.091600000000000015 0.080000000000000016 -0.47073499999999996 -0.084074999999999997 -0.076899999999999982 -0.069799999999999987 0.071345000000000006 0.090900000000000009 0.094385000000000011 0.092865000000000017
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 2 -2 4 5 26 -7 8 9 10 11 -1 -12 14 15 17 -16 18 -13 20 27 23 -23 24 -21 -15 -4 28 29 -20
right_child=1 -3 3 -5 -6 6 -8 -9 -10 -11 12 13 -14 25 16 -17 -18 -19 19 21 -22 22 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00056187918063644682 0.0010304868885660729 -0.00019387259618084673 0.00015201890894436598 -0.00091241172568064905 -0.00040354645724226875 -0.00033537438621916509 0.00086839712754091178 -0.001049367448084058 0.00046324037615457024 -0.0011731961037879212 -0.0010578737201967702 -0.0011719624827625924 0.0011420510800359965 -0.00049565392630469677 0.0007316242356748407 -0.0010509253848232064 -0.0011724555608679909 0.00050602084030968396 -0.0011250215926199689 -0.0011720088458970007 0.00079366819159897993 0.00082835907753415073 -0.0010184326624596003 0.00072833182139947993 0.00053924249178597338 0.00054051405761027828 -0.0011724918610537883 0.0011215901329902258 0.00038244898020818672 -2.9900707842780763e-05
leaf_weight=0.0226325905792919 0.016063784685968585 0.054853670718557623 0.0074518552953577455 0.0053062207025504895 0.013703716374948272 0.0068830258023808702 0.039170118018432731 0.0069409855551896263 0.017935470554220956 0.0084075121647515516 0.012560787315067046 0.0078768904557904307 0.001657029411944678 0.0072387044683637205 0.0026743364956018914 0.011125941177610343 0.016554578726740488 0.018197155948200816 0.022930411080579916 0.0048806531635818828 0.0052068565273657432 0.0028738549335685093 0.0074833885018392721 0.023741069607211784 0.0077386710738664988 0.020867166202151566 0.0052689084605503922 0.0016656078623782369 0.0044998163776881475 0.0062993173400940341
leaf_count=100 236 200 19 27 21 10 196 60 22 171 177 429 3 15 12 108 408 29 382 78 3 6 93 88 12 67 77 3 21 48
internal_value=0 0.000149355 0.00034997 0.000209431 0.000291563 0.000453635 0.000688483 -0.000151889 -0.000125387 -0.000174013 -0.000133761 -8.49481e-05 -0.000801481 -0.000170133 -0.000256901 -0.000156411 -0.000907638 -6.86437e-05 -0.000178493 -8.88744e-05 -0.000449829 0.000224829 -0.000505998 0.000433005 -0.000122602 0.000273648 -0.00039659 -0.000632756 -0.000719387 -0.000889011
internal_weight=0 0.148701 0.0938476 0.0777838 0.0724776 0.0587739 0.0460531 0.241989 0.235048 0.217112 0.208705 0.194487 0.0142178 0.171854 0.143749 0.12452 0.0192289 0.113394 0.0951965 0.0873196 0.040602 0.0467176 0.0103572 0.0363604 0.0126193 0.0281059 0.0127208 0.0353952 0.0337295 0.0292297
internal_count=3121 786 586 350 323 302 206 2335 2275 2253 2082 1902 180 1802 1720 1300 420 1192 1163 734 457 277 99 178 90 82 96 454 451 430
is_linear=0
shrinkage=0.00117172


Tree=759
num_leaves=31
num_cat=0
split_feature=1 0 3 15 39 52 133 3 151 151 4 151 47 15 484 4 160 12 1213 3 4 151 51 151 51 15 403 16 124 122
split_gain=0.00614521 0.00840419 0.00639087 0.00607778 0.00583471 0.00617728 0.00565324 0.00550728 0.00515423 0.00655665 0.0069738 0.00643694 0.00623473 0.00501203 0.00528644 0.00556146 0.00855965 0.00496518 0.00617844 0.0045782 0.00446342 0.00439375 0.00414292 0.00430719 0.003803 0.00355364 0.00398745 0.00351277 0.00343437 0.00375357
threshold=1.0000000180025095e-35 -0.059114999999999994 -0.084074999999999997 0.083935000000000023 0.0046100000000000004 -0.43320999999999993 -0.11008499999999999 0.31299000000000005 -0.40381499999999992 -0.086944999999999981 0.0052350000000000009 0.055020000000000006 0.09585500000000001 0.090615000000000015 -1.0000000180025095e-35 -0.0024449999999999997 -0.082299999999999984 0.095175000000000023 1.0000000180025095e-35 0.11296500000000002 -0.49405499999999997 -0.50641499999999995 0.123935 0.050660000000000004 -0.40274499999999996 0.083195000000000005 0.03138500000000001 -0.0073349999999999986 -0.087894999999999987 0.086040000000000019
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 19 5 -2 -5 8 -7 -10 11 13 22 14 -11 16 27 18 -8 21 -3 -4 23 -12 -6 -18 -27 -16 -26 -30
right_child=4 20 3 6 24 7 17 -9 9 10 12 -13 -14 -15 15 -17 25 -19 -20 -21 -22 -23 -24 -25 28 26 -28 -29 29 -31
leaf_value=-0.0010909755819381133 -0.0012437630334897363 -0.00033495735028910885 0.0005712928367758417 -0.0012438474707618552 -0.0012440209045422369 -0.0012439690321324577 0.00089131481941686535 0.0012438064470570542 0.00073437908771023064 -0.0011311625428177799 0.00034733520645431387 -0.0012445922321891137 -0.00033820991743292717 -0.0010684618433231226 -0.0011766673912731805 -0.00083001140446582386 0.00090468626690019078 -0.0012448060897262115 -0.0012437134807137709 0.00035500112091894811 0.00039078251759984395 -0.0012440178911268555 -0.00041084539823642649 0.0012445540267674894 4.1320923605314148e-05 -0.0012436438467901428 0.00056182460165975115 0.00027692765326102904 0.0010879622865126121 -0.0004471961581011889
leaf_weight=0.022267604210853165 0.0059681291725155452 0.021460571977286236 0.0023579057888127855 0.003856216756446428 0.0017382547648594473 0.0049805864305199057 0.016201343359000475 0.0057084249669969713 0.018792580599892972 0.0061340984137814294 0.050381177841018143 0.010179583633203038 0.025860021207222417 0.008501864238098733 0.0070653030192033839 0.008368070485971657 0.021146685497228646 0.0025196104683971035 0.002407024329727391 0.0047133745647442984 0.033643347220191799 0.01639991021232845 0.0089754669170361012 0.0098980173515883507 0.010237753260184945 0.0028594732005444712 0.0055861675546111655 0.0040404713649877522 0.020625907568614821 0.0027964534338025251
leaf_count=636 144 31 2 72 6 23 132 105 60 68 164 28 99 189 34 50 67 67 53 7 141 471 10 26 43 96 21 29 236 11
internal_value=0 -0.000255924 -0.000539584 -0.000286193 8.3379e-05 2.67918e-06 0.000140644 4.0159e-05 4.51581e-06 3.76284e-05 -3.9851e-05 -0.000326452 0.00018277 -0.000179733 -4.28522e-05 9.32049e-05 0.00028303 0.000393337 0.000615145 -0.000740545 0.000108139 -0.00101583 0.000377307 0.000494661 0.000549468 0.000632373 -4.94598e-05 -0.000647825 0.000642086 0.000904676
internal_weight=0 0.125827 0.070723 0.0484554 0.239844 0.204446 0.0249842 0.198478 0.19277 0.187789 0.168996 0.0738817 0.0951147 0.0637021 0.0552003 0.0490662 0.0406981 0.021128 0.0186084 0.0234712 0.0551039 0.0187578 0.0692547 0.0602792 0.0353984 0.0295923 0.00844564 0.0111058 0.0336601 0.0234224
internal_count=3121 1612 1440 804 1509 1213 324 1069 964 941 881 582 299 554 365 297 247 252 185 480 172 473 200 190 296 184 117 63 290 247
is_linear=0
shrinkage=0.00124344


Tree=760
num_leaves=31
num_cat=0
split_feature=2 0 484 123 48 51 1 48 14 43 2 43 4 160 150 457 42 133 133 14 1374 0 42 0 393 33 1213 3 0 4
split_gain=0.0056871 0.00602779 0.00634205 0.00554798 0.00502971 0.00797059 0.00657058 0.00970975 0.00668898 0.00543272 0.00562163 0.00707814 0.00563068 0.004872 0.00669595 0.00613167 0.00757807 0.00614159 0.00677034 0.00667517 0.0062142 0.00856311 0.0053482 0.00457501 0.00446619 0.00438111 0.00435399 0.00421316 0.00812372 0.00580236
threshold=0.098035000000000011 1.0000000180025095e-35 -0.0068949999999999992 0.084025000000000016 0.12649500000000002 0.13705500000000001 0.10508500000000001 -0.084964999999999985 -0.24758499999999997 0.093175000000000022 0.10559 -0.15323999999999996 -0.42529999999999996 -0.091944999999999985 -0.22665999999999997 -0.0029299999999999994 -1.0000000180025095e-35 0.09389500000000002 -0.25159999999999993 0.083150000000000016 -0.094929999999999987 -0.13843999999999998 -0.088669999999999985 -0.15202999999999997 0.087760000000000019 -0.0066799999999999993 -0.080769999999999995 -0.078934999999999991 -0.084044999999999995 0.23246000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 6 -6 9 -8 23 10 12 -12 -2 14 -4 -15 22 18 -18 20 -20 -22 24 -9 -17 -23 -27 28 29 -28
right_child=3 -3 13 -5 5 -7 7 8 -10 -11 11 -13 -14 15 -16 16 17 -19 19 -21 21 25 -24 -25 -26 26 27 -29 -30 -31
leaf_value=-0.0013464458395089822 -0.00096514782596184749 0.00045974938678373684 0.0013478903348005571 0.00092654776429973592 -0.0012892132275071097 0.00025701721867242523 -0.0010056321664950506 -0.0010161676257940022 0.0011552377593297702 0.00053613174915516956 0.00055445984802749749 -0.0011267437482306982 0.0005626739347483129 -0.0010817840358666054 -0.0011730432013481817 -0.00045894995243634756 -0.0013468218950782145 -0.0010008568287657705 -0.00084983843125210499 -0.0013469226813760534 0.0010765821125890559 -0.0010488148702489887 -0.0013463834376544605 0.00057633144782790011 0.001222757685794286 -0.00090871405155347809 -0.001346693339077773 0.00067299056453337777 0.00058093879122826609 0.00039946764069555908
leaf_weight=0.0088413382079579605 0.0058582377403126875 0.02572072991421237 0.0021801326656714073 0.016017663819411609 0.011361851213337104 0.012892403494333848 0.006213390974835419 0.0048922013957053432 0.02995879005160873 0.01928644583981054 0.0058867617186706403 0.019779960020002818 0.017199889754664355 0.011165834324970092 0.015331982306079794 0.022602631152025765 0.0050717133676698714 0.0085919664041398391 0.0078519893307884558 0.0046079501807980696 0.025172072475470486 0.0049535255134287573 0.011585932507784946 0.0098437374036848269 0.0032753793977917658 0.005386202460272215 0.0097548034831902407 0.035547615971012192 0.019833578492466589 0.0053315830664359973
leaf_count=361 39 154 2 133 38 29 15 3 186 86 29 219 122 81 262 233 27 168 35 15 45 24 318 50 7 102 117 125 87 9
internal_value=0 -0.000154779 -0.000231105 0.000175329 9.12862e-05 -0.000467311 0.000205215 0.000570893 0.000790059 -6.85038e-05 -0.000307833 -0.000741153 0.00017451 -0.000181363 -0.000859205 -0.000115683 -5.20665e-05 9.9459e-05 0.000176002 0.000241211 0.000305499 0.000391098 -0.000586366 4.76358e-05 -0.000246096 0.000177565 0.000257652 0.000346803 1.47526e-05 -0.000729594
internal_weight=0 0.232807 0.207086 0.159191 0.143174 0.0242543 0.118919 0.0509081 0.0446947 0.0680113 0.0487248 0.0256667 0.0230581 0.198245 0.0175121 0.180733 0.169567 0.132103 0.123511 0.118439 0.113831 0.105979 0.0374639 0.0147359 0.025878 0.0808073 0.0758538 0.0704676 0.03492 0.0150864
internal_count=3121 2172 2018 949 816 67 749 254 239 495 409 248 161 1657 264 1393 1312 754 586 559 544 509 558 53 240 464 440 338 213 126
is_linear=0
shrinkage=0.00134594


Tree=761
num_leaves=31
num_cat=0
split_feature=1 47 48 48 4 50 43 50 14 3 4 131 159 133 1213 52 474 393 4 52 130 4 393 3 52 1 394 13 4 1
split_gain=0.00469544 0.00635814 0.00704987 0.00782608 0.00615339 0.00675 0.00460184 0.00436941 0.00438211 0.00439586 0.00505653 0.00440905 0.00436727 0.00541998 0.00528213 0.00458884 0.00404443 0.00398337 0.00424932 0.0104271 0.0075813 0.00504672 0.00457525 0.00445964 0.0046471 0.00503384 0.00584539 0.00578371 0.0059096 0.00671415
threshold=0.10060500000000001 0.087885000000000019 0.12879500000000002 -0.086869999999999989 -0.42529999999999996 0.11610000000000001 -0.25681499999999996 0.10124500000000002 0.062655000000000016 -0.14989499999999997 -0.46376499999999993 0.10100500000000001 0.091530000000000014 -0.17773999999999998 0.091280000000000014 0.17829500000000004 -0.14697499999999997 0.091220000000000009 -0.083854999999999985 0.11434500000000002 -1.0000000180025095e-35 -0.49013999999999996 0.086855000000000016 0.090900000000000009 0.14295500000000003 1.0000000180025095e-35 0.15288500000000002 -0.090799999999999978 0.053180000000000012 0.086560000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 2 3 -2 -5 6 -6 8 9 10 -1 12 13 -11 -14 17 -8 18 19 20 -15 -22 23 24 25 26 -20 -27 29 -29
right_child=1 -3 -4 4 5 -7 16 -9 -10 11 -12 -13 14 15 -16 -17 -18 -19 22 -21 21 -23 -24 -25 -26 27 -28 28 -30 -31
leaf_value=-0.00030030609837341458 -0.00066440165179846569 -0.00019916619410154167 -0.00042778601445032498 -0.0011894701405364102 -0.00071962298703218575 -0.00062168686651252036 -0.0003936968718461695 -0.0012437880940513318 -0.0012438830866920837 -0.0012437561157210826 0.00091931875227007351 -0.0012440670037139286 -0.0011660258689247583 -0.0012437404680820628 0.0012445692192996297 -0.0012439580220070425 0.00098416536574639515 -0.0012445037637188064 -0.00078795015060340837 -0.0012454614048317113 4.9396586824103964e-05 0.0010322862317092845 0.0010059149566581528 0.00033992506614633237 0.00079400191513344257 0.00076150001707979767 0.0011202040118361344 0.0004425450296492765 0.00039984419495395993 -0.00098764256246688053
leaf_weight=0.0086291014705466296 0.0080400813581036346 0.052092970190642518 0.015276347486178565 0.0027542004991687455 0.0028411853381840038 0.0054262248522718428 0.0035051635932177297 0.0053813726644378326 0.0051558578089156972 0.0058378614387493135 0.013445651865367836 0.0054583297766725982 0.010357244388686127 0.0032767144798242489 0.0016260944539681086 0.0046629603575212277 0.054624564499988537 0.0038536502441957046 0.036964104322976254 0.0055488218939672143 0.01169975685783697 0.026085150358454715 0.0056736662354524006 0.024216591131335008 0.0060870953184348755 0.010345475210669974 0.002660892700077965 0.0068329576379255732 0.013136278337697149 0.019729520034843517
leaf_count=16 25 200 24 68 9 29 2 280 81 130 41 170 165 59 2 115 429 73 714 7 38 159 6 40 14 31 2 23 19 150
internal_value=0 0.000148267 0.000343998 0.000496736 0.000631739 0.000707284 0.000825558 -0.000136155 -0.000110383 -8.45385e-05 0.000442563 -0.000141561 -0.000111259 -6.45321e-05 -0.000838917 -2.64505e-05 0.000901082 5.78597e-06 3.37568e-05 0.000354406 0.000570603 0.000727943 -8.51928e-05 -0.000136793 -0.000257354 -0.000328724 -0.000659814 -6.65667e-05 -0.00028236 -0.00061974
internal_weight=0 0.144561 0.0924678 0.0771914 0.0691513 0.0663971 0.0609709 0.236665 0.231284 0.226128 0.0220748 0.204053 0.198595 0.186611 0.0119833 0.180774 0.0581297 0.176111 0.172257 0.0466104 0.0410616 0.0377849 0.125647 0.119973 0.0957563 0.0896692 0.039625 0.0500442 0.0396988 0.0265625
internal_count=3121 786 586 562 537 469 440 2335 2055 1974 57 1917 1747 1580 167 1450 431 1335 1262 263 256 197 999 993 953 939 716 223 192 173
is_linear=0
shrinkage=0.00124344


Tree=762
num_leaves=31
num_cat=0
split_feature=1 0 43 48 15 15 13 13 403 403 151 132 131 2 15 16 15 475 484 52 2 48 2 14 0 453 457 1374 457 2
split_gain=0.00145599 0.00312138 0.00332106 0.00245314 0.0022173 0.00208073 0.00202993 0.00284323 0.00275637 0.00235802 0.00197576 0.00192552 0.00230541 0.00183014 0.00178255 0.00287879 0.00205768 0.00243709 0.00217894 0.00196027 0.00219227 0.00195843 0.00263737 0.00227835 0.00261437 0.00257966 0.00184832 0.00184593 0.00347255 0.00180494
threshold=1.0000000180025095e-35 -0.087634999999999977 0.15359500000000004 0.088965000000000002 0.091295000000000015 -1.0000000180025095e-35 -0.53104499999999988 -0.42195999999999995 0.095105000000000009 -1.0000000180025095e-35 -0.46784999999999993 0.079970000000000013 0.10340500000000001 0.14753000000000002 0.035560000000000008 -0.087989999999999985 -0.0088349999999999974 -0.084049999999999986 -0.0068949999999999992 0.13796000000000003 -0.020134999999999997 0.12879500000000002 0.099515000000000006 -0.10708499999999999 -0.15202999999999997 1.0000000180025095e-35 -0.072694999999999996 -0.094929999999999987 0.082380000000000009 0.090675000000000019
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 10 5 -4 -3 -7 -8 9 -9 -1 13 -13 14 16 29 17 -2 -19 20 -18 22 26 24 -24 -25 -20 -28 -29 -16
right_child=11 3 4 -5 -6 6 7 8 -10 -11 -12 12 -14 -15 15 -17 19 18 21 -21 -22 -23 23 25 -26 -27 27 28 -30 -31
leaf_value=0.0019298261497168246 -0.0035219017648625674 -0.0035205591855242378 -0.0021563546474072954 0.0024002109031730158 0.0030928766798826988 -0.0035229193816309679 0.0032167751551424617 -0.0035207327129304984 -0.00352144273346848 0.00049966983695744769 -0.0030989284620554524 0.002678478044839009 -0.0028594379348702301 0.0026771325622467297 0.001375727444879289 -0.0027525244934046176 -0.0025701320141367258 -0.0022363670688185203 -0.0033249540276404405 -0.0019144700224513781 0.0023848649618108141 -0.0016108413727607066 -0.0026098903996741194 0.0032819593878927831 0.0023198574688043216 -0.00097848081266762644 -0.0021688622602681479 -0.00010231003223415358 0.003110495760613138 -0.0024281060385323147
leaf_weight=0.0010573520994512356 0.0024403312505256727 0.0022965639730827539 0.0016780582017688053 0.004809403311405446 0.0024576327247132213 0.0019621821702457956 0.0033766157139325471 0.0019678926090254114 0.0027919821797652835 0.022222022669161848 0.011479808050802733 0.0066210239329720358 0.0010840504941640461 0.0032368503867274958 0.0056912655862788597 0.007115149212914674 0.0012262324124776578 0.0047429436854429232 0.0020388251737699639 0.0019243133441477775 0.011331419187172287 0.0063325972358256868 0.002833779137631609 0.0094283045905569907 0.0025173001275220477 0.0021656842191077894 0.0038758750807801326 0.026314941042969053 0.0049536868615973608 0.0021222679358245955
leaf_count=2 37 336 64 83 11 3 8 392 78 230 405 122 39 83 61 290 21 101 24 19 165 37 11 124 37 16 16 250 41 15
internal_value=0 -0.000495564 -0.00177246 4.44126e-05 0.000962999 -0.00028288 -5.28253e-05 0.00017146 -0.000209643 0.000172603 -0.00267482 0.000203495 0.00189933 7.321e-05 -1.36327e-05 -0.00113259 0.000189768 -6.80519e-05 6.12123e-05 0.00139403 0.00190102 0.000241449 0.000458152 0.00160921 -0.000290797 0.00248614 -6.64034e-05 0.000122634 0.000406674 0.000342552
internal_weight=0 0.0560995 0.0166729 0.0394267 0.00413569 0.0346173 0.0323207 0.0303585 0.0269819 0.0241899 0.0125372 0.107997 0.00770507 0.100292 0.0970549 0.0149287 0.0821262 0.0676443 0.0652039 0.014482 0.0125577 0.060461 0.0541284 0.0169451 0.00535108 0.011594 0.0371833 0.0351445 0.0312686 0.00781353
internal_count=3121 1612 482 1130 75 1047 711 708 700 622 407 1509 161 1348 1265 366 899 694 657 205 186 556 519 188 48 140 331 307 291 76
is_linear=0
shrinkage=0.00352023


Tree=763
num_leaves=31
num_cat=0
split_feature=39 42 123 133 48 151 121 1456 1348 15 474 156 1374 158 1456 1366 3 3 2 1 15 403 15 15 133 16 0 1375 48 2
split_gain=0.00145316 0.00178022 0.00176129 0.00269833 0.0017579 0.00174877 0.00177704 0.00170224 0.00159384 0.00162462 0.00265478 0.00234624 0.00200484 0.00181247 0.00193082 0.00163976 0.00220971 0.00193561 0.00290347 0.00467674 0.00312482 0.00249318 0.00196161 0.00262401 0.00198495 0.00178304 0.00214945 0.0021432 0.00357128 0.00351851
threshold=0.16946000000000003 -0.11466499999999999 1.0000000180025095e-35 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.5145249999999999 -1.0000000180025095e-35 0.075120000000000006 0.090205000000000021 -0.40580499999999992 -1.0000000180025095e-35 0.091255000000000017 0.093750000000000014 0.094245000000000009 -1.0000000180025095e-35 -0.082084999999999991 0.10299500000000002 -0.10519499999999998 0.092875000000000013 0.10538500000000002 -0.11713499999999999 -1.0000000180025095e-35 0.050935000000000008 0.19724500000000003 0.09635500000000001 -0.15012499999999998 -0.23091999999999999 -0.088929999999999981 0.083985000000000018 0.088555000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 5 -4 -5 -3 -7 8 9 10 -8 12 13 14 -11 -16 17 22 20 -20 -19 -22 24 -24 -17 -23 -27 -28 29 -29
right_child=-2 2 3 4 -6 6 7 -9 -10 11 -12 -13 -14 -15 15 16 -18 18 19 -21 21 25 23 -25 -26 26 27 28 -30 -31
leaf_value=-0.0021424568981154345 0.0037371912627731049 -0.0037362540815657048 -0.0019314598901250205 -0.0021029698547885473 0.003015539638764721 -0.0036501269152898214 -0.0037395180103895311 -0.0037361244499131015 0.0036918376558673438 -0.0037362677147100894 0.0028127181078334822 -0.0023912078346062767 -0.0037364854105599982 -0.0026014118075009612 -0.0031371907818959254 0.0020581261916322816 0.0012857299283154555 -0.0037107017069150927 -0.0028792697448205948 0.0035947373947186022 -0.0027427477673162772 0.0022185645594466094 -0.0031100921295204721 0.0025748309773187209 -0.0012637120231754908 0.0037377840913352675 -0.003736754006639365 0.00013452987128220097 0.0025780369100382662 -0.0037369432296001028
leaf_weight=0.005577491273863088 0.0014117585895547782 0.0018305706165904203 0.0025976561623792813 0.0010645449699211449 0.0077771538105508844 0.0018982107428655573 0.0010210261680185795 0.0016899772215701594 0.0016444162548623345 0.0017537014941204623 0.0055743721192555986 0.0059606014162927315 0.0019602843623260915 0.0034335355407115733 0.0020013042645956594 0.014990746986569534 0.023694206327775191 0.0028945965554338917 0.010775846448346726 0.0018202152900812516 0.0035163857506503851 0.0072591536103345641 0.0032726516753172055 0.0017331362487311708 0.0030152970867334252 0.0022464271205535477 0.0020512490010844422 0.022262375093731676 0.0069508024676849791 0.0038413073093295216
leaf_count=169 23 45 26 24 204 12 1 227 30 164 120 201 26 148 27 117 132 62 320 18 420 21 64 4 6 6 24 365 41 74
internal_value=0 -6.99867e-05 6.80226e-06 0.00141584 0.00239927 -0.000109081 -6.07081e-05 -1.03735e-05 3.67295e-05 -8.79464e-06 0.00179837 -0.000103817 1.03027e-05 7.28045e-05 0.000153292 0.000214019 0.00027481 -1.68613e-06 -0.000337524 -0.00194373 5.90063e-05 0.000285732 0.00092677 -0.00114182 0.00150185 0.000524445 0.000195204 -3.14872e-05 0.000198449 -0.00043518
internal_weight=0 0.156109 0.150532 0.0114394 0.0088417 0.139092 0.137262 0.135364 0.133674 0.132029 0.0065954 0.125434 0.119473 0.117513 0.114079 0.112326 0.110324 0.0866302 0.0636184 0.0125961 0.0510223 0.0481277 0.0230118 0.00500579 0.018006 0.0446113 0.0373522 0.0351057 0.0330545 0.0261037
internal_count=3121 3098 2929 254 228 2675 2630 2618 2391 2361 121 2240 2039 2013 1865 1701 1674 1542 1351 338 1013 951 191 68 123 531 510 504 480 439
is_linear=0
shrinkage=0.0037357


Tree=764
num_leaves=31
num_cat=0
split_feature=9 39 47 147 2 123 41 13 13 12 50 3 160 457 42 42 133 49 4 482 15 49 15 0 0 4 13 159 474 1
split_gain=0.00142772 0.00133811 0.00161748 0.00141763 0.00152674 0.00213709 0.00210233 0.00203588 0.00304823 0.00221726 0.00182713 0.00193986 0.0019371 0.00297532 0.00179139 0.00307783 0.00239584 0.00210805 0.00187264 0.0017605 0.00170798 0.00250954 0.0021276 0.00207519 0.00268707 0.00286975 0.00238122 0.00187488 0.00174372 0.00193005
threshold=-0.036024999999999995 0.16946000000000003 0.14808500000000002 -1.0000000180025095e-35 0.098260000000000014 0.084025000000000016 0.078475000000000017 -0.53104499999999988 -0.43167499999999998 0.11527000000000001 0.10124500000000002 -0.15121499999999996 -0.091944999999999985 -0.0029299999999999994 -1.0000000180025095e-35 -0.088669999999999985 0.09389500000000002 -1.0000000180025095e-35 -0.084369999999999987 0.084235000000000018 -0.074054999999999996 0.29540500000000008 -0.070929999999999979 -0.13843999999999998 0.056435000000000006 -0.49013999999999996 0.41383500000000001 -0.079544999999999991 -1.0000000180025095e-35 0.094715000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 6 7 10 -6 -9 20 11 -5 19 -14 15 17 -16 -15 -19 -13 21 27 -22 -24 -25 26 -26 -10 -29 -30
right_child=1 -3 -4 4 5 -7 -8 8 9 -11 -12 12 13 14 16 -17 -18 18 -20 -21 22 -23 23 24 25 -27 -28 28 29 -31
leaf_value=0.0033849184458151689 -0.0033843493176161032 0.0033847603172497175 -0.0031866828732328802 0.0024518433909140819 -0.0027798028505448174 0.0024724694932213307 -0.0028260640838006059 0.0033852273885979457 -0.0022561190235900006 -0.0033848798097652626 -0.0031759190032219545 -0.0033843430669971415 -0.0027767981077385468 -0.0030174280828808328 0.00055345112179541484 -0.0033798557871432362 -0.0024914186176428548 -0.0014615186979595499 0.0019619331285343662 0.0013278085841051796 -0.0033038453438900698 -0.0026425831828523262 0.0018138113259925516 -0.0015933793323969828 -0.0032384691993814626 0.0024850490853888462 0.0026598234280471736 -0.0018774010424442021 -0.0021059736152222557 0.0028042443055985404
leaf_weight=0.0013873424036532347 0.0014476992037444339 0.0012774582122432312 0.0019099172495771191 0.0032522385309832194 0.0024959990334991735 0.0052202890863384246 0.0036195322129515253 0.0035240007433614542 0.0013011141218370889 0.0019771202071492402 0.0022856933110109159 0.0037909694109057304 0.004390739639049456 0.0020592568935171593 0.051248629871086138 0.0042544369167103477 0.0031396803291734434 0.0027547022034539745 0.0054447659510685744 0.0011934470859245039 0.0023563560830428534 0.0017770434622832445 0.0059190951169512075 0.010948051291739706 0.0025216001370722552 0.0053362497015996269 0.0011368752602720633 0.0012050641124261583 0.0010002050249688929 0.010944142660363809
leaf_count=89 20 23 12 37 10 131 82 26 33 84 254 188 94 30 661 313 170 125 85 36 18 19 51 201 62 37 2 7 90 131
internal_value=0 -6.33674e-05 -9.30386e-05 -5.27193e-05 -1.94781e-05 0.000407902 -0.000301337 0.00020239 0.00035142 0.000121121 -0.000192307 -0.00010866 -0.000215044 -7.62382e-05 9.58547e-05 -0.000960289 0.00037768 4.31397e-05 0.000811787 -0.00225609 0.000277081 0.00115173 -0.000225907 5.45331e-05 -0.000467628 0.000902596 -0.00140557 0.00161833 0.00200171 0.00239307
internal_weight=0 0.149732 0.148455 0.146545 0.145097 0.0576632 0.0874341 0.0524429 0.0499469 0.0464229 0.0838146 0.0815289 0.0782766 0.0732922 0.0689015 0.0145132 0.0543883 0.0102587 0.00819947 0.00498442 0.0444458 0.0162276 0.0282182 0.0258619 0.0199428 0.00899473 0.00365848 0.0144505 0.0131494 0.0119443
internal_count=3121 3032 3009 2997 2977 902 2075 771 761 735 1993 1739 1702 1478 1384 553 831 240 210 224 651 280 371 353 302 101 64 261 228 221
is_linear=0
shrinkage=0.00338353


Tree=765
num_leaves=31
num_cat=0
split_feature=31 30 1213 3 156 15 158 1456 146 147 14 11 445 1374 48 1374 160 1213 16 43 474 1 484 123 42 133 49 15 52 13
split_gain=0.0012908 0.00135406 0.00129233 0.00134566 0.00128346 0.00132168 0.0013467 0.00137303 0.00138434 0.00187291 0.00229099 0.00177137 0.00151805 0.00156988 0.00202417 0.00176836 0.00142106 0.00204882 0.00193641 0.0017768 0.00180876 0.00166514 0.00203115 0.00204063 0.00210195 0.00266028 0.00285052 0.00236203 0.00275214 0.00248121
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.12018999999999998 -1.0000000180025095e-35 -0.47006499999999996 0.094850000000000004 -1.0000000180025095e-35 0.089495000000000005 0.088520000000000015 0.076175000000000007 0.087830000000000005 -1.0000000180025095e-35 -0.094929999999999987 0.095425000000000024 -1.0000000180025095e-35 -0.098904999999999979 0.093235000000000026 -0.074929999999999983 0.24789500000000006 -0.14697499999999997 0.10508500000000001 0.084750000000000006 1.0000000180025095e-35 0.088200000000000014 0.091410000000000005 -0.10774499999999999 -0.10324499999999999 0.11434500000000002 0.14871000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 -4 -6 7 -7 9 10 11 12 -9 14 -14 -15 18 19 -17 20 -18 22 23 24 27 -26 -27 -22 29 -29
right_child=1 2 4 -5 5 6 -8 8 -10 -11 -12 -13 13 15 -16 16 17 -19 -20 -21 21 -23 -24 -25 25 26 -28 28 -30 -31
leaf_value=0.0036638021591118486 -0.0036650560599596174 0.0005187995206435553 -0.0036626713601525408 -0.0036627669468144645 0.0033556132481195231 -0.0029156133182345763 -0.0021028878072591448 -0.0036632458903005775 -0.0033662688315623645 0.002494904082692144 -0.0032631397151867293 -0.0018997639383776222 -0.0036641970533749062 0.0031934491852333266 0.00044260227131095266 -0.0034094551039166956 -0.003664971794013957 -0.0036629553558105263 0.00043984500300353922 -0.0020958646310129058 -0.0033965287330042799 0.0014186297253321173 0.0024957920679799825 0.0027150789265633383 0.0024235966914015372 0.0029944539494742438 -0.0026423157574404395 0.00047440124194799755 -0.002927501077940728 -0.0032387228092538786
leaf_weight=0.0012556781307395673 0.0013884071959182611 0.0017105894428937063 0.0012504475382204552 0.0026032800623720922 0.0016176303023058827 0.0020101075192329168 0.0038739164172998377 0.0013076269603757842 0.0014974553359934353 0.0045061670163306635 0.0026723369860448534 0.0053262945703806954 0.002979285372106232 0.0029786120041990207 0.0035022834252345092 0.0031218332338429633 0.0013085049762011627 0.0016003495321612595 0.003997883505800103 0.0033724195027868822 0.0033846558757772973 0.02783492483531802 0.0053859772962709931 0.0038671954482651918 0.0087510338777718744 0.0017758442772901626 0.0037330854542023673 0.029577404866929058 0.0043652949539421107 0.0026284662604751921
leaf_count=86 2 28 162 463 76 159 153 18 14 95 52 86 40 13 8 76 30 141 142 105 77 281 82 52 86 6 132 398 15 43
internal_value=0 -6.56781e-05 -3.06187e-05 -0.00200464 3.09877e-05 6.47068e-05 2.53783e-05 8.80829e-05 0.000134716 0.00017568 9.10387e-05 0.00016524 0.000260491 0.000305433 -0.00144511 0.000410799 0.000331639 0.000446887 -0.00124799 0.00051541 0.000610498 0.000671771 0.000344229 0.000144717 -3.86259e-05 0.00116849 -0.000825261 -0.000469439 -0.000198537 0.000171356
internal_weight=0 0.143929 0.142541 0.00431387 0.138227 0.136977 0.135359 0.131485 0.129475 0.127977 0.123471 0.120799 0.115473 0.114165 0.00648157 0.107683 0.104705 0.0975852 0.00711972 0.0959848 0.0926124 0.0913039 0.063469 0.058083 0.0542158 0.01426 0.00550893 0.0399558 0.0365712 0.0322059
internal_count=3121 3035 3033 491 2542 2380 2304 2151 1992 1978 1883 1831 1745 1727 48 1679 1666 1448 218 1307 1202 1172 891 809 757 224 138 533 456 441
is_linear=0
shrinkage=0.00366245


Tree=766
num_leaves=31
num_cat=0
split_feature=401 455 375 376 2 38 3 48 51 457 14 124 454 15 50 4 11 14 150 158 150 148 4 43 0 160 52 133 1 49
split_gain=0.00124285 0.00118783 0.00120366 0.00145876 0.00149697 0.00156397 0.00186764 0.00155816 0.00275914 0.00253129 0.00235345 0.00234059 0.0021714 0.00201573 0.00168204 0.00184039 0.00253083 0.00203476 0.00166919 0.00179201 0.00138717 0.00141913 0.00139502 0.00502158 0.00369711 0.00237227 0.00239548 0.00241145 0.002297 0.00360067
threshold=0.10076500000000001 0.10340500000000001 0.087420000000000012 0.088055000000000008 0.17025000000000004 0.12566000000000002 0.31299000000000005 0.12649500000000002 0.13705500000000001 0.092360000000000012 0.078320000000000015 -0.085309999999999983 -1.0000000180025095e-35 -0.092489999999999989 0.10647500000000001 0.40473500000000007 0.081790000000000015 -0.46885499999999997 -1.0000000180025095e-35 0.093740000000000018 0.12187000000000002 0.11035500000000001 -0.49405499999999997 -0.45785999999999999 -0.0058249999999999994 -0.098904999999999979 -0.43320999999999993 -0.25159999999999993 0.10538500000000002 -0.088694999999999982
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 7 9 -9 10 11 -1 -13 -11 15 16 18 -17 -14 20 21 22 23 -20 25 -24 -27 -28 29 -29
right_child=-2 -3 -4 -5 -6 -7 -8 8 -10 13 -12 12 14 -15 -16 17 -18 -19 19 -21 -22 -23 24 -25 -26 26 27 28 -30 -31
leaf_value=0.0025005422149242244 -0.0031651887218989085 -0.0033246559938350617 -0.0029109227957998872 0.002208624604029263 0.0033138064016057034 -0.0032031161718673023 0.0034517277851044185 -0.0033408138403954188 0.00053410387137194798 -0.0011847128053562345 -0.0033765824584560539 -0.0034521190015753922 0.0023493073626011138 0.0026694794313107664 -0.0022927235484688263 -0.0011382157541541956 -0.0031615701191318336 0.0030422571954268757 0.0029424944881343193 -0.0029661244399063879 -0.0034519576277072541 -0.0034526731841564083 -0.0032494604134820299 -0.0034531986026802193 0.0023937932444276578 -0.0034516953161207648 -0.0034518221770834003 -0.0025808556131229859 0.0017203175841002912 0.00040842594231298889
leaf_weight=0.0042713964946088359 0.0014911017342669189 0.0012663151185279267 0.0016342153253603433 0.0036911765365772444 0.0016124516527540314 0.0018265130421468703 0.0018541309955040211 0.0044659015214989495 0.0042924295648845145 0.0020870746389505257 0.0025203846164885127 0.0022603308212154607 0.0035626538242468078 0.0071644699844739534 0.0037692207458110963 0.0019681750905107265 0.0030520144892278714 0.0046944562229569433 0.0021708067215513438 0.0024578505262002883 0.0013432462416176341 0.001327804093307349 0.0025771784101049624 0.0044794365316036385 0.0087066483655462712 0.0021407437504130647 0.0020045816222449267 0.0055029478952235414 0.012245665067894151 0.037542396564955269
leaf_count=102 165 17 31 64 59 10 75 47 23 15 73 50 24 79 269 18 93 106 5 162 32 5 145 65 55 147 119 44 60 962
internal_value=0 2.56717e-06 3.32706e-05 6.87553e-05 8.87218e-06 -3.20297e-05 1.30578e-05 -3.73004e-05 -0.00144173 6.70738e-05 -8.05559e-05 -2.24288e-06 -0.00010725 0.0018 -3.13001e-05 5.76966e-05 -7.31148e-05 0.00180732 3.64111e-05 -6.34691e-05 2.56633e-05 8.50205e-05 0.000145733 -0.00136548 0.000287842 -7.83194e-06 0.000132726 0.000266651 0.000401465 2.6274e-05
internal_weight=0 0.138493 0.137226 0.135592 0.131901 0.130288 0.128462 0.126608 0.00875833 0.117849 0.108598 0.106078 0.101806 0.00925154 0.0995458 0.0957766 0.089114 0.00666263 0.086062 0.0824993 0.0800415 0.0786982 0.0773704 0.00665024 0.0707202 0.0620135 0.0594363 0.0572956 0.055291 0.0430453
internal_count=3121 2956 2939 2908 2844 2785 2775 2700 70 2630 2536 2463 2361 94 2311 2042 1918 124 1825 1801 1639 1607 1602 70 1532 1477 1332 1185 1066 1006
is_linear=0
shrinkage=0.00345121


Tree=767
num_leaves=31
num_cat=0
split_feature=9 9 401 1446 151 1 0 43 42 130 151 48 48 43 42 16 16 15 2 403 4 52 51 39 147 157 48 160 14 15
split_gain=0.00113994 0.0012406 0.00113859 0.00113395 0.00115304 0.00123075 0.00249735 0.00270222 0.00194268 0.00213614 0.00187064 0.00218463 0.00182415 0.00193121 0.00277706 0.00434126 0.00248222 0.00156542 0.00154793 0.00150899 0.00210853 0.00224048 0.00239439 0.00210787 0.00183316 0.0017424 0.00239665 0.00342697 0.00167213 0.00165119
threshold=-0.036024999999999995 -0.013509999999999999 0.10076500000000001 0.11581000000000001 -0.5145249999999999 1.0000000180025095e-35 -0.087634999999999977 0.15359500000000004 -1.0000000180025095e-35 0.092560000000000017 -0.086654999999999982 0.10990500000000002 0.088965000000000002 -0.50216499999999986 0.084050000000000014 -0.091114999999999988 0.22339500000000004 0.091295000000000015 0.14753000000000002 0.03138500000000001 0.0052350000000000009 0.077655000000000016 0.067785000000000012 0.086380000000000012 0.088520000000000015 -0.056799999999999996 0.12879500000000002 0.088755000000000014 -1.0000000180025095e-35 -0.14712999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 -3 6 7 -6 9 -8 11 -7 13 -10 16 -16 -15 -9 19 20 21 23 -23 -12 25 -22 27 28 -27 -30
right_child=1 2 -4 -5 5 10 8 17 12 -11 18 -13 -14 14 15 -17 -18 -19 -20 -21 24 22 -24 -25 -26 26 -28 -29 29 -31
leaf_value=0.003384664228346075 -0.0033854012394861697 -0.0028012044167291085 -0.0031072710938887401 -0.0033842228018315349 -0.002490181752454352 0.0025691209073368652 -0.0033840400727034952 -0.0017769927195657904 0.003100746519769766 0.00067025244212519906 -0.0016601861114014021 -0.0013579863889565053 0.0028041842171698632 0.0021788354527337169 0.0016488698663334287 -0.0033847678840002783 -0.0010886191672714904 0.0029499201666168362 0.0028509959048789034 0.0018938585820064814 0.0029197860220009694 -0.0033845928579176094 0.0021206785828155801 0.0026460795020031317 0.0033840950445518797 -0.0020802051253268204 -0.0025787276620465676 0.0030768689984431979 0.002412041642505732 -0.00014686755677852716
leaf_weight=0.0011096136765935674 0.0012713645277244714 0.0016208386374785269 0.0013595831979777975 0.0011202903227935926 0.0099765008990093662 0.0075161761824347195 0.0033658828530800369 0.0013500056485149523 0.0023252502069226457 0.0026663889218898618 0.018938843710131437 0.0020678790021548821 0.0035205524773687094 0.007037395132446278 0.003031145631856795 0.0055586356181791599 0.0042808455398244405 0.0019761835320082355 0.0023200351672940647 0.0047021359295911216 0.0025562984809823766 0.0011267923334941079 0.004583297226332661 0.0013973287325370612 0.0022250343322980362 0.0042322876984428595 0.0036247489597371887 0.0044522257446431004 0.0033959209980167692 0.019258937936115224
leaf_count=89 3 50 163 43 388 100 277 62 4 147 518 18 46 70 47 412 12 11 87 55 41 63 48 33 49 42 19 31 71 122
internal_value=0 -5.90912e-05 -2.69532e-05 5.20541e-06 3.46161e-05 7.06701e-05 -0.000378744 -0.00160965 0.000136398 -0.00159196 0.000316593 0.0017218 0.000541227 0.000182897 -0.000157907 -0.00160851 0.000943001 0.0010314 0.000131634 4.21369e-05 -9.02057e-05 -0.000838454 0.0010343 -0.0013643 0.000400142 0.000223187 2.60335e-05 0.000327303 -0.000127996 0.000236708
internal_weight=0 0.132859 0.131587 0.130228 0.129108 0.127487 0.0450888 0.0133027 0.0317861 0.00603227 0.0823979 0.00958406 0.0257538 0.0222333 0.019908 0.00858978 0.0113182 0.00332619 0.0728139 0.0704939 0.0657917 0.0260463 0.00571009 0.0203362 0.0397455 0.0375204 0.0349641 0.0313394 0.0268871 0.0226549
internal_count=3121 3032 3029 2866 2823 2773 1476 461 1015 424 1297 118 591 545 541 459 82 73 1179 1092 1037 662 111 551 375 326 285 266 235 193
is_linear=0
shrinkage=0.00338353


Tree=768
num_leaves=31
num_cat=0
split_feature=1 47 51 50 51 48 2 128 0 1 3 15 3 52 4 52 159 12 403 0 50 133 48 4 394 151 52 475 47 156
split_gain=0.007199 0.00755942 0.00840665 0.00619949 0.0062694 0.00600157 0.00514299 0.00732657 0.00481666 0.00854857 0.00668765 0.00728557 0.00714902 0.00627545 0.00805843 0.0119678 0.0083287 0.00571531 0.00596287 0.00507153 0.00636658 0.00605219 0.00552409 0.0100223 0.00490191 0.00452556 0.00427298 0.00453711 0.00394193 0.00363741
threshold=0.10439500000000002 0.087885000000000019 0.123935 0.10124500000000002 -0.10748999999999999 0.12933000000000003 0.11510000000000002 0.086435000000000012 -0.060129999999999996 1.0000000180025095e-35 -0.084074999999999997 0.083935000000000023 0.11296500000000002 0.11434500000000002 -0.49405499999999997 0.10347000000000002 0.092630000000000018 0.095175000000000023 -1.0000000180025095e-35 -0.10011499999999998 0.10030500000000002 0.084760000000000016 0.086260000000000017 0.0052350000000000009 -0.43358499999999994 -0.50641499999999995 -0.24456499999999998 -1.0000000180025095e-35 0.077555000000000013 0.084085000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 5 4 -1 6 7 26 9 10 24 12 25 14 15 -10 -16 18 -13 22 21 -21 28 -24 -6 -12 -2 -28 29 -11
right_child=1 -3 -4 -5 8 -7 -8 -9 13 19 11 17 -14 -15 16 -17 -18 -19 -20 20 -22 -23 23 -25 -26 -27 27 -29 -30 -31
leaf_value=-0.0011433080011526045 -0.00082654967495751283 -0.00017218755097505179 -0.00036040700154181955 -0.0012687260901193189 0.00055250324830541169 -0.001089857262592203 0.0011852627563925301 -0.0012703382857963135 -0.00096219375505003733 0.00091644433112204003 0.00063794496092548002 -0.0012685917879743634 0.00068006003568515461 -0.00060057554151718136 0.0009557425606490582 0.00099543822834999621 -0.00053437267529067177 -0.0012698241300683115 0.00073366754030980115 -0.0010851941282450314 0.0010868155120887582 0.00050473293848672955 -0.0010408064071984746 0.00043750286177097802 -0.0012691368091779056 -0.0012689735891186296 -0.00013835757415874461 0.00093748538076787616 -0.0001226889129179396 -8.9006492873169477e-05
leaf_weight=0.0094104123771785453 0.0031293274262225159 0.056712486913966131 0.017756406084117771 0.0078777329560750786 0.0026650760828488265 0.0031733815994812167 0.022829355691897035 0.0036725544350701958 0.014208134670639083 0.02646221253735348 0.0022460396285168818 0.002748887689961065 0.0046416075929300851 0.013670473916135961 0.033083017660999303 0.0077710378682240835 0.0073797146695824259 0.0035253403593742396 0.018458792118792644 0.016694563853178579 0.003674830120871774 0.0050062346907964175 0.013453919505082013 0.016333086426129739 0.021926566544891557 0.018424070172528673 0.0079524202748189055 0.030451925045440476 0.013103975553462988 0.0074082898922824816
leaf_count=197 36 181 36 292 4 7 208 7 51 93 2 130 5 35 88 5 24 81 111 266 6 68 32 25 551 316 25 185 32 22
internal_value=0 0.000189676 0.000420352 -0.000160119 -0.000126823 0.000615039 0.00069456 0.000446753 -8.89976e-05 -0.000203854 -0.000530127 -0.000263992 -0.000742353 0.000177761 0.000348163 -0.000270046 0.000683971 0.000225562 0.00047414 3.45685e-05 -0.000456981 -0.000718408 0.000197064 -0.000230206 -0.00107172 -0.00106177 0.000598584 0.00071471 0.000468 0.000696528
internal_weight=0 0.145678 0.0889654 0.270174 0.262296 0.071209 0.0680356 0.0452062 0.252886 0.176773 0.0746364 0.0500447 0.0253117 0.0761124 0.0624419 0.0219792 0.0404627 0.024733 0.0212077 0.102137 0.0253756 0.0217008 0.0767615 0.029787 0.0245916 0.0206701 0.0415337 0.0384043 0.0469745 0.0338705
internal_count=3121 685 504 2436 2144 468 461 253 1947 1744 1200 645 323 203 168 56 112 322 241 544 340 334 204 57 555 318 246 210 147 115
is_linear=0
shrinkage=0.00126831


Tree=769
num_leaves=31
num_cat=0
split_feature=1213 475 52 52 47 1 51 52 0 0 0 0 0 47 1 160 3 4 52 52 403 48 151 51 124 148 13 147 47 47
split_gain=0.00407151 0.00728643 0.00378581 0.00623023 0.00538147 0.00647957 0.00607325 0.00614842 0.00527995 0.00702244 0.00893493 0.00692134 0.00539556 0.00641054 0.0068504 0.00659973 0.00591465 0.00538952 0.00799193 0.0045063 0.00433256 0.00471886 0.00432246 0.00447069 0.00506208 0.0042554 0.00437567 0.00415038 0.00407545 0.00536673
threshold=-1.0000000180025095e-35 -0.086004999999999984 0.19022000000000003 0.13389000000000004 0.13148500000000005 0.10374500000000002 -0.096089999999999981 0.11434500000000002 -0.059114999999999994 -0.10011499999999998 -0.084269999999999984 -0.083914999999999976 -0.10224499999999999 0.077555000000000013 1.0000000180025095e-35 0.086870000000000017 0.11296500000000002 -0.49405499999999997 0.10347000000000002 -0.43320999999999993 0.03138500000000001 0.081275000000000014 -0.29526499999999994 0.123935 -0.51664499999999991 -0.080634999999999984 0.25761500000000009 1.0000000180025095e-35 0.10019500000000002 0.10980000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 6 -2 8 9 12 -11 -12 13 14 16 -16 -8 18 -10 -7 21 -13 -21 24 -24 -26 28 -4 -27 -30
right_child=2 -3 27 -5 -6 19 7 -9 17 10 11 20 -14 -15 15 -17 -18 -19 -20 22 -22 -23 23 -25 25 26 -28 -29 29 -31
leaf_value=0.0012691115450046146 -0.001268634056230135 -0.001180206991919542 -0.00071818469133728404 0.00081585648949410779 -0.00083682034549326014 -0.001268591384644008 -0.0012692893050694023 -0.0012699228431374619 -0.0010039883050033194 -0.0012095315844894987 0.0010927415684872811 -0.0010157298200260097 0.00094598894046711904 -0.0010915623000967141 0.0007786078593957984 -0.00026914649916228643 0.00046793352430847182 0.00070666780475200171 0.00098060468212718454 -0.0010263781935555358 0.00031301557728044739 0.00066978681334255283 -0.0012696784341638086 -0.00025170332687744057 -0.00074910765917109233 0.0010619455502215763 -0.00036437143247908515 0.0010895247146926349 -0.0004785647521917857 0.00095204071629838456
leaf_weight=0.0023988141329027721 0.0069228300974728532 0.010531340648945786 0.018668133357337524 0.015662371702205746 0.012007978267774888 0.0027705461974392156 0.0088317800984896166 0.0064779439146320774 0.0087189674439969167 0.018255566890260866 0.0062673314324683772 0.015779281408804028 0.010722133548597412 0.0079544150890455967 0.025745342426858997 0.01548880478094361 0.0049026831839000815 0.027581204316561525 0.0052172360010445127 0.0033872739059006554 0.009657529595529013 0.0032165854956929243 0.0023182707955129436 0.012691241538504983 0.0033645948219600532 0.037114153977313435 0.005468204938551934 0.0022941401548450804 0.0076224922004257669 0.0094446569232786715
leaf_count=4 215 487 337 43 37 74 55 30 57 483 18 411 25 34 82 39 5 95 5 14 45 31 3 33 17 364 17 5 14 42
internal_value=0 -0.000725807 3.81298e-07 3.7561e-05 -6.29896e-06 3.12042e-05 -0.000103539 -5.74004e-05 -1.07406e-05 -0.00013926 -0.000490486 -0.000114589 0.000114347 -2.73656e-05 0.000126633 0.000385039 -0.000649167 0.000381841 -0.000261025 0.000322101 -0.000378667 -0.00073032 0.000376235 0.000437127 0.000570937 0.000638653 0.000716931 -0.000520346 0.000826061 0.000313107
internal_weight=0 0.0129302 0.314554 0.293591 0.277929 0.265921 0.18174 0.174817 0.168339 0.126821 0.0531763 0.0349207 0.0736452 0.062923 0.0549686 0.0412341 0.0137345 0.0415174 0.0139362 0.0841814 0.0286534 0.0189959 0.0814109 0.0780236 0.0653324 0.0630141 0.0596495 0.0209623 0.0541813 0.0170671
internal_count=3121 491 2630 2288 2245 2208 1630 1415 1385 1228 988 505 240 215 181 121 60 157 62 578 487 442 504 490 457 454 437 342 420 56
is_linear=0
shrinkage=0.00126831


Tree=770
num_leaves=31
num_cat=0
split_feature=45 39 42 376 1374 2 50 38 3 453 4 156 11 1211 480 401 1212 8 41 146 2 2 2 15 15 158 4 160 150 3
split_gain=0.00115235 0.00114139 0.00153143 0.00155197 0.00146827 0.00123093 0.00137615 0.00139373 0.00180091 0.00131611 0.00139896 0.00194432 0.00176806 0.00151072 0.00148514 0.00141694 0.00213136 0.00137098 0.00137059 0.00137144 0.00175792 0.00193203 0.00253611 0.0022735 0.0021445 0.00185777 0.0018604 0.0021032 0.00210846 0.00418236
threshold=-1.0000000180025095e-35 0.16946000000000003 -0.11466499999999999 0.088055000000000008 0.093235000000000012 0.17025000000000004 0.14517000000000005 0.12566000000000002 0.31299000000000005 0.091330000000000008 0.27834500000000006 0.10499000000000001 0.081790000000000015 1.0000000180025095e-35 1.0000000180025095e-35 0.083100000000000021 -0.50120999999999993 -0.057044999999999992 0.079395000000000007 0.10064500000000003 0.11585500000000001 0.11215000000000001 0.10981000000000002 -0.13843999999999998 -0.10653 0.090905000000000014 -0.49405499999999997 -0.098904999999999979 0.08882000000000001 0.090900000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 6 7 8 9 10 11 12 13 14 15 17 -17 -4 19 20 21 22 23 -19 -25 26 -26 -28 -29 -30
right_child=1 -3 3 -5 -6 -7 -8 -9 -10 -11 -12 -13 -14 -15 -16 16 -18 18 -20 -21 -22 -23 -24 24 25 -27 27 28 29 -31
leaf_value=0.003452066596046121 -0.0019787100842475159 0.0034522914488621798 -0.0034533056953358491 0.0023344001960063183 -0.0030809966785017469 0.0034462180651201272 -0.0034519470039416113 -0.0031628822244915318 0.0034517092293839618 -0.0028533331143485775 0.0012601606766551021 -0.0034519141899555183 -0.0029126333158223231 -0.00345147504677464 -0.0034515605011263416 0.0023883792209771814 -0.0031078616553313078 -0.002793964057096377 -0.0025917255125606402 -0.0034526207836011432 0.0021458147424048323 -0.0020614463475164537 0.0033995656375979465 0.0026659177603335928 -0.0017826023439728824 -0.0028307307124144526 -0.0021539330506060279 0.00092213748110078775 -0.0030680947151395296 0.0019933171255892266
leaf_weight=0.0011218635061425166 0.0049204988261077878 0.0010925815411368936 0.001186563982628285 0.0032592742499843999 0.0019097421014748752 0.001200493065148577 0.0014127892161148728 0.0016628199202841634 0.001792601498898704 0.0019393700520140547 0.0097995811256836873 0.0020259854175534988 0.002484596341780331 0.0014583094229259066 0.0013921325778101226 0.0011164940994277117 0.0033978784320876079 0.0028142383840226151 0.0019359779253136358 0.001118957719882018 0.0063177800158129562 0.0040707870508640545 0.0031726613107281301 0.00453167823690137 0.0046400853180017304 0.0023069806151649877 0.0033868986067027143 0.047767561272969793 0.0047334376725984839 0.0033003915013978258
leaf_count=23 169 23 2 62 38 48 32 10 78 26 184 127 70 176 213 21 186 114 44 4 83 29 18 36 64 138 152 842 96 13
internal_value=0 -6.05389e-05 -8.98243e-05 -1.61399e-05 -7.84874e-05 -3.10859e-05 -6.5941e-05 -2.55223e-05 1.91844e-05 -3.43686e-05 1.40297e-05 -0.000104346 -3.72848e-05 3.51345e-05 8.74498e-05 0.000138878 -0.00174853 0.000232219 0.000280756 0.000343834 0.000392639 0.00025543 0.00037847 0.00024803 0.000369174 0.000211798 0.000321766 0.000486738 0.000647015 -0.000988807
internal_weight=0 0.132149 0.131057 0.126136 0.122877 0.120967 0.119767 0.118354 0.116691 0.114898 0.112959 0.103159 0.101133 0.0986488 0.0971905 0.0957984 0.00451437 0.091284 0.0900974 0.0881615 0.0870425 0.0807247 0.0766539 0.0734813 0.070667 0.0661354 0.0638284 0.0591883 0.0558014 0.00803383
internal_count=3121 3098 3075 2906 2844 2806 2758 2726 2716 2638 2612 2428 2301 2231 2055 1842 207 1635 1633 1589 1585 1502 1473 1455 1341 1305 1167 1103 951 109
is_linear=0
shrinkage=0.00345121


Tree=771
num_leaves=31
num_cat=0
split_feature=12 3 1 0 4 124 1 1429 3 38 15 15 16 0 13 47 48 48 0 50 50 4 2 0 402 403 0 160 48 475
split_gain=0.00557877 0.0066753 0.00875729 0.0051642 0.00638772 0.00500544 0.00494826 0.00469808 0.00468221 0.00602515 0.00436673 0.00547677 0.004676 0.00854977 0.004302 0.0042088 0.0060353 0.00454137 0.00397807 0.00391541 0.00509716 0.00433835 0.00426153 0.00457587 0.00560442 0.0049937 0.00465102 0.00451244 0.00830794 0.0039071
threshold=0.084100000000000022 -0.0049599999999999991 0.092390000000000014 -0.084044999999999995 -0.46376499999999993 -0.087894999999999987 0.13075500000000004 0.084990000000000024 0.30112000000000005 0.13905500000000001 0.040760000000000005 -0.016799999999999995 -0.056919999999999991 -0.10224499999999999 -0.17933499999999997 0.091680000000000011 0.086035000000000014 0.092475000000000016 -0.053834999999999994 0.10647500000000001 0.10030500000000002 0.50822500000000004 0.086590000000000014 -0.10607499999999999 -0.088779999999999984 -0.088999999999999982 -0.11756999999999999 0.083670000000000008 0.083685000000000009 -0.081629999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 7 -5 -4 19 14 10 29 11 12 13 15 -1 16 -3 -18 -8 20 21 22 23 26 25 -25 -2 -24 -29 -10
right_child=6 8 5 4 -6 -7 18 -9 9 -11 -12 -13 -14 -15 -16 -17 17 -19 -20 -21 -22 -23 27 24 -26 -27 -28 28 -30 -31
leaf_value=0.001004278809581932 -0.00083638830373732888 0.00055880593294197476 -0.00037598470387572571 -0.00047416419068823946 0.0008316139424532471 0.0010433985999077804 0.0010930461721932734 0.00095073870422692571 -0.00085979062660357971 -0.001271577351673053 -0.0010825498714196107 0.00026781524354566445 -0.00083424513841521956 0.00090867135203869713 -0.0010852394734417025 -0.00091739475563348924 -0.0010145157339390524 1.4129241032976838e-05 -0.00053012144102624562 -0.0012689893009877066 0.00079045776401419051 0.0012685800888398535 -0.00046526070804823045 -0.0012689822251481914 -0.0012166745983509795 0.00082943231212190011 0.00055347211782733172 -0.00064916110905310703 0.001092223291570168 0.0012687293738539067
leaf_weight=0.0017664386250544313 0.0082995225526474314 0.012342552416612307 0.0049209418166356036 0.010978079160850029 0.013360851907293636 0.021277850640387896 0.0060080222446572407 0.0026260140075464724 0.0016679202162777082 0.0025615307968109855 0.011925785436801561 0.023740648767329731 0.029372529495674371 0.0091947791902953213 0.01543134893844922 0.017981471302391583 0.014020730910374368 0.013602042981801787 0.0040770462107957428 0.00949276519851594 0.005316123082025114 0.0022691922749800133 0.079859852989244473 0.0030426777905177005 0.033696563290476433 0.0045557526727577615 0.0072620268260834573 0.0085969809454695678 0.0090428090626346602 0.0082434565045161889
leaf_count=2 27 57 24 15 71 184 24 6 4 1 46 77 93 50 205 42 23 19 31 238 35 16 874 58 592 28 17 120 22 120
internal_value=0 -0.000124568 0.000195855 -0.000148777 0.000242642 0.000776795 -0.000426521 -0.000629347 -0.000280426 0.0004624 -0.000350521 -0.000277925 -0.000412167 -0.00022752 -0.000870619 -0.000407807 -0.000178529 -0.000507989 0.000436855 -0.000477312 -0.000430905 -0.00047236 -0.000497953 -0.000773921 -0.000994798 -1.08464e-05 -0.000187789 -0.000337024 0.000243537 0.000910535
internal_weight=0 0.215015 0.0703615 0.0441627 0.0243389 0.0261988 0.181519 0.0198238 0.144653 0.0124729 0.132181 0.120255 0.0965141 0.0671416 0.0171978 0.0579468 0.0399653 0.0276228 0.0100851 0.171434 0.161942 0.156625 0.154356 0.0568565 0.041295 0.00759843 0.0155615 0.0974996 0.0176398 0.00991138
internal_count=3121 1039 507 299 86 208 2082 213 532 125 407 361 284 191 207 141 99 42 55 2027 1789 1754 1738 722 678 86 44 1016 142 124
is_linear=0
shrinkage=0.00126831


Tree=772
num_leaves=31
num_cat=0
split_feature=1213 3 0 1 47 1 3 15 12 3 16 43 12 49 394 44 147 14 48 48 150 0 0 49 16 15 51 403 3 13
split_gain=0.00111797 0.00131433 0.00110767 0.00218334 0.00289099 0.00268062 0.00261666 0.00289785 0.00211518 0.00207768 0.00195142 0.00264945 0.00219799 0.00217147 0.00189569 0.00182 0.00188547 0.00261644 0.00277444 0.00240226 0.00338466 0.00270055 0.00240999 0.00201075 0.00187603 0.00217676 0.00202902 0.00174037 0.00166477 0.00159751
threshold=-1.0000000180025095e-35 -0.12018999999999998 -0.062294999999999996 0.14000500000000002 0.096175000000000024 1.0000000180025095e-35 -0.084074999999999997 0.083935000000000023 0.095175000000000023 0.11296500000000002 0.15891500000000003 -0.45785999999999999 0.10345000000000001 0.10299000000000001 -0.43358499999999994 1.0000000180025095e-35 0.088610000000000008 0.062655000000000016 0.12879500000000002 0.097025000000000014 0.087170000000000011 -0.10607499999999999 -0.10224499999999999 -0.069799999999999987 -0.056919999999999991 -0.094549999999999981 -0.030229999999999996 0.03138500000000001 0.096675000000000011 -0.092094999999999982
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 6 14 9 -9 -8 -4 -12 13 -13 -2 16 17 18 19 20 21 28 -23 -22 25 -24 -26 -27 -7 -6
right_child=2 -3 10 -5 29 15 7 8 -10 -11 11 12 -14 -15 -16 -17 -18 -19 -20 -21 23 22 24 -25 26 27 -28 -29 -30 -31
leaf_value=0.00066039565494012398 0.0017311647864252193 -0.0040439527290371301 0.001707581798456322 0.0037533995831693996 0.00016510853711972648 0.0030716020110884471 -0.0031292342423288556 0.0021474404274880194 -0.0040452777710645559 0.0018720090414377606 0.002994591018051232 -0.0025705141895100109 0.0013247736024322922 0.0029446769920345988 -0.0040444342228985681 -0.0036537398750991434 0.0038030061971840645 -0.003870619305526232 -0.0026464620323834818 0.0040249737037811933 -0.0035732690818617951 -0.0038820063980088632 0.0039589358423411979 0.0007642617732696495 0.0037998433178893579 -0.0028558887788438223 -0.0026455435005865581 0.0022976328201029261 -8.3644896229398279e-06 -0.0029820236178533825
leaf_weight=0.0016280259448535617 0.0010943329659767187 0.0024064518675537263 0.015372811617893944 0.0022112415821062817 0.0036916363093268964 0.012461809369000314 0.006118438686274711 0.0074057527643418553 0.0010268915213131891 0.0017457405560890038 0.0034530703990469638 0.0097638102721830933 0.0049705611749288883 0.0013257876351140405 0.0061585496679370478 0.0016821033997302939 0.0028741500393607558 0.0022056473123441825 0.0038598928334749863 0.0037488174396003151 0.0043918693605746739 0.0022369880389305702 0.0040313004782745986 0.0029023212081256125 0.0010040084814022521 0.0020626280350555248 0.0039035890488819018 0.0022297393469443705 0.0037279040977296054 0.0092340923150118215
leaf_count=28 3 463 287 56 37 87 409 142 53 7 13 199 34 21 431 23 62 74 12 34 44 6 35 41 32 138 130 8 26 186
internal_value=0 -0.00214562 1.6558e-05 -0.000216071 -0.000313818 -1.63064e-05 -0.00115254 -0.00025334 0.00139332 -0.00201903 0.000630101 -0.000218754 -0.00090965 -0.00191116 -0.003173 0.000485505 0.000620334 0.000432757 0.000636613 0.000933382 0.000635843 0.00120799 -2.51845e-07 -0.00184739 0.00065603 0.00182517 -0.00132693 -0.000178809 0.0023624 -0.00208319
internal_weight=0 0.00403448 0.126895 0.0920094 0.0897982 0.0768725 0.0235497 0.0162968 0.00843264 0.00786418 0.034886 0.0195132 0.0160602 0.0110896 0.00725288 0.0533228 0.0516407 0.0487665 0.0465609 0.042701 0.0389522 0.031658 0.0154683 0.00729419 0.0132313 0.00832367 0.0049076 0.00429237 0.0161897 0.0129257
internal_count=3121 491 2630 2076 2020 1797 1045 611 195 416 554 267 254 220 434 752 729 667 593 581 547 462 349 85 343 181 162 146 113 223
is_linear=0
shrinkage=0.00404364


Tree=773
num_leaves=31
num_cat=0
split_feature=39 3 480 1366 33 9 12 156 39 3 159 401 1 48 50 50 403 3 15 133 2 2 16 3 151 13 1 12 403 151
split_gain=0.00658584 0.00836494 0.00729778 0.00641958 0.0062092 0.00810427 0.00601384 0.00491289 0.00573989 0.00558293 0.00761116 0.00549225 0.00488622 0.01111 0.00546946 0.00545676 0.00535717 0.00545381 0.00669754 0.00612395 0.00578973 0.00740804 0.00910221 0.00508073 0.0066562 0.00500276 0.00563239 0.00625713 0.00512224 0.00522721
threshold=0.0046100000000000004 0.31299000000000005 1.0000000180025095e-35 -1.0000000180025095e-35 -0.0066799999999999993 0.089995000000000006 0.11650500000000001 0.091255000000000017 -1.0000000180025095e-35 0.149315 0.10862000000000001 0.10076500000000001 0.10439500000000002 0.12879500000000002 0.10124500000000002 0.10030500000000002 0.10301500000000001 -0.11255999999999998 1.0000000180025095e-35 -0.11008499999999999 0.092875000000000013 0.088225000000000012 -0.091114999999999988 0.092670000000000016 0.08357500000000001 -0.084154999999999994 0.080000000000000016 0.084100000000000022 0.03138500000000001 -0.085134999999999975
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -5 6 7 8 -6 10 11 12 14 -14 15 16 17 18 -10 -19 21 25 -23 24 -22 -21 27 -27 29 -28
right_child=-2 -3 -4 4 5 -7 -8 -9 9 -11 -12 -13 13 -15 -16 -17 -18 19 -20 20 23 22 -24 -25 -26 26 28 -29 -30 -31
leaf_value=-0.0011595929743578477 0.0003712777673403449 0.0012687108658505544 -0.0011511388531743386 -0.0010742611691818981 -0.0010775333050190826 0.00094141832251521459 -0.00075683300440668123 -0.00062547687562993913 0.00064578693036487452 0.00089849430925964492 -0.001269468605570864 -0.0012688906029871222 0.00068335606484198148 -0.00050699778038882401 -0.0012686729792412525 0.0012174349661672895 -0.0012693273316724018 -0.0012687169745938557 -0.00067945339040273857 -0.0012687398503011512 -0.0012695992043014769 0.0010363447233602693 -6.9125788339601823e-05 7.5730988109240244e-05 0.0005903985029754406 0.0009845048919519797 0.0004321301626014633 -0.00054924905617293146 0.0010312349895303062 -0.0010223691090377404
leaf_weight=0.0089877381100222919 0.052915588476196262 0.0069916667775942179 0.010960824601141894 0.0097183665020565968 0.0077222646154950772 0.012865971979408641 0.020107184030422331 0.021583276908302196 0.03329650423199837 0.011445670173998224 0.0074563978757851137 0.0051383940698883626 0.046494655523019901 0.017308168935414869 0.005689424913612128 0.0056831318106560494 0.0055696134947709188 0.0071483269526879658 0.0075199393634193248 0.0066766119180954311 0.016438748055293217 0.022529763642864964 0.025590168147289205 0.013929315189670888 0.0038127921870909623 0.012029653736476575 0.0051554092165133616 0.0066407329064759315 0.003176525755407055 0.017353439519752101
leaf_count=56 358 105 235 20 30 26 101 223 84 23 107 137 157 22 186 5 77 129 45 180 182 33 168 26 5 20 15 192 5 169
internal_value=0 -0.000105925 -0.000131349 -0.000100898 -7.43248e-05 -4.64292e-05 -8.43123e-05 -4.14367e-05 1.46757e-06 3.05931e-05 -5.57714e-06 2.96951e-05 5.5159e-05 0.000360442 -4.30951e-05 -6.88209e-06 -4.41168e-05 -6.47736e-06 0.000401627 -0.000125051 -6.3736e-05 9.14406e-05 0.000448456 -0.000513875 -0.000919414 -0.0002452 -9.11321e-05 0.000438975 -0.000476461 -0.000689232
internal_weight=0 0.385021 0.378029 0.367068 0.35808 0.348362 0.335496 0.315389 0.293806 0.286083 0.274638 0.267181 0.262043 0.0638028 0.19824 0.192551 0.186868 0.181298 0.0408164 0.140481 0.133333 0.0991523 0.0481199 0.0341809 0.0202515 0.0510324 0.0443558 0.0186704 0.0256854 0.0225088
internal_count=3121 2763 2658 2423 2367 2347 2321 2220 1997 1967 1944 1837 1700 179 1521 1335 1330 1253 129 1124 995 782 201 213 187 581 401 212 189 184
is_linear=0
shrinkage=0.00126831


Tree=774
num_leaves=31
num_cat=0
split_feature=39 42 42 130 128 43 12 1 480 33 9 156 3 51 1365 43 4 3 2 52 484 3 0 0 13 43 1186 1 13 151
split_gain=0.00110892 0.0014017 0.00152625 0.00127333 0.00113003 0.00121721 0.00144555 0.00224624 0.00174444 0.0015432 0.0024371 0.00137909 0.00167203 0.0016572 0.00152622 0.00136715 0.00283831 0.00172823 0.00330519 0.00246566 0.00236898 0.00200209 0.00183108 0.00184744 0.00189484 0.00152566 0.00175475 0.00355941 0.00173546 0.00149105
threshold=0.16946000000000003 -0.11466499999999999 -0.106335 1.0000000180025095e-35 0.086435000000000012 0.50194500000000009 -0.040564999999999997 0.09253500000000002 1.0000000180025095e-35 -0.0066799999999999993 0.09055500000000001 0.091255000000000017 0.30112000000000005 -0.076794999999999988 0.085235000000000019 -0.50775499999999985 -0.51843499999999987 0.10299500000000002 0.11215000000000001 0.11277500000000001 -0.0068949999999999992 -0.15713499999999997 0.12500000000000003 0.041630000000000007 0.0015850000000000003 -0.083134999999999987 0.085175000000000015 0.077565000000000009 -0.086589999999999986 0.056735000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 6 7 -4 9 -8 11 12 14 -13 15 -11 -17 20 -19 -20 -18 -22 23 24 25 28 27 -27 -23 -29
right_child=-2 2 3 -5 -6 -7 8 -9 -10 10 -12 13 -14 -15 -16 16 17 18 19 -21 21 22 -24 -25 -26 26 -28 29 -30 -31
leaf_value=-0.001937853441424561 0.0035213638486331308 0.0027081373206072818 -0.001354370796663141 -0.0025198954611973983 -0.0029467223780263872 -0.0035213399305849551 -0.0027795160733094866 0.0022221307468993849 -0.0029743386403247286 0.0023679508708016606 0.0032121976319430955 -0.0028870455629945971 0.0035207431303918412 0.00096508290205054876 -0.003521091132386263 -0.0035222511232113735 -0.0035208485992532937 0.0026819474762858845 -0.0019330108493198213 0.0018983017991474455 0.0022216656340348722 -0.0016031747656851556 -0.0027682261556939529 0.0031211097946513538 -0.0023310281295993805 -0.0028075555586965077 0.0027484942050267141 0.00034291388825533894 0.0019420170505390266 -0.0025828912689586912
leaf_weight=0.0048064601533326359 0.0010724928255854129 0.0025259393442809133 0.0029587851734049772 0.0025458574977879058 0.0015942628103218217 0.0011787906707709786 0.002389519660368932 0.0082264164998910871 0.0024779398371430608 0.003146984687418807 0.0029914597775189114 0.0041837875204784325 0.001733873789532935 0.0020680010724092304 0.0014747298812594059 0.0027349826590992018 0.0024765665807162654 0.0084544537109536577 0.0052348691937140757 0.003455517800830421 0.0046087639889122864 0.0021498231974419477 0.0032227325773988005 0.002202631892032513 0.0045801077295770645 0.0066739291450055574 0.0021783428297794663 0.023570176013102184 0.00838479411164883 0.0023760395515637347
leaf_count=169 23 20 32 298 91 19 21 292 221 21 27 143 49 72 42 23 235 54 34 13 82 37 14 14 94 502 23 306 137 13
internal_value=0 -7.32703e-05 3.09681e-07 -5.70356e-05 -3.32033e-06 3.7437e-05 7.42502e-05 0.00127605 -5.65504e-05 1.55401e-05 8.37594e-05 -1.48445e-05 9.78362e-05 -0.00161282 2.95606e-05 9.08386e-05 3.77039e-06 0.000124969 0.00111491 -0.000409584 -0.00014692 -7.53542e-06 -0.00019319 -3.39553e-05 -0.000173186 4.48259e-05 -0.000310496 -0.000514772 0.00121854 7.49816e-05
internal_weight=0 0.126607 0.1218 0.119274 0.116728 0.115134 0.113955 0.0111852 0.10277 0.100292 0.0979026 0.0949111 0.0886593 0.00625179 0.0869254 0.0854507 0.0823037 0.0795687 0.0171448 0.00869039 0.0624239 0.0599473 0.0553386 0.0521158 0.0499132 0.0453331 0.0347985 0.0326201 0.0105346 0.0259462
internal_count=3121 3098 2929 2909 2611 2520 2501 324 2177 1956 1935 1908 1693 215 1644 1602 1581 1558 101 47 1457 1222 1140 1126 1112 1018 844 821 174 319
is_linear=0
shrinkage=0.00352023


Tree=775
num_leaves=31
num_cat=0
split_feature=12 1 49 3 160 43 43 43 52 16 49 15 15 3 52 15 43 42 133 41 4 42 1 15 3 159 1375 403 15 48
split_gain=0.00386461 0.00620049 0.00479235 0.00435754 0.00432873 0.00450195 0.00635185 0.00585483 0.00451743 0.0045529 0.00422644 0.00378544 0.00512002 0.00841465 0.00598445 0.00588429 0.00370264 0.00333353 0.00397416 0.00429813 0.00544729 0.00545027 0.00323002 0.00646661 0.0025776 0.00368175 0.00251107 0.00250557 0.0053845 0.00245469
threshold=0.084100000000000022 0.13075500000000004 -0.24768999999999997 0.10732000000000001 -0.40698999999999991 -0.043144999999999996 -0.25681499999999996 -1.0000000180025095e-35 0.077655000000000016 -0.25582999999999995 -0.23803499999999997 0.091915000000000011 0.088235000000000022 -0.097604999999999983 0.091820000000000013 -0.09551999999999998 -0.071044999999999983 0.10306000000000001 -0.087414999999999979 0.078570000000000015 0.24564500000000003 0.084635000000000016 0.091450000000000017 -1.0000000180025095e-35 -0.076669999999999988 -0.45788499999999993 0.08517000000000001 0.03138500000000001 0.091295000000000015 -0.09386499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 -1 10 -4 6 -6 -7 26 -10 -2 12 13 17 27 16 24 18 -12 20 21 -20 23 -8 25 -15 29 28 -14 -9
right_child=1 -3 4 -5 5 7 22 8 9 -11 11 -13 14 15 -16 -17 -18 -19 19 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0010933371299383448 0.00041940894844624577 0.00074159964614131776 -0.0010078938946655588 0.00037475017010940749 -0.00032012022226062876 -0.00099739957924087634 -0.0010152328852394987 -0.00081206510008076957 -0.00044857672143659911 0.00099087286219106578 0.0010513302984245796 -0.0011084926574310174 -0.0011719804942918238 0.0011734427023139351 -0.0011722432526383509 -0.0011594486511233113 -0.001155520855800059 -0.0010548404676492759 -0.00079117705779794341 -0.00091094135943532663 0.0010376992256169717 0.00058911610775556889 0.0011004864994046235 0.00081245625665630615 0.0011007845340223715 -0.0011720188066577702 -0.00064610827853722839 0.00089265881159316025 0.00099203721022928133 9.1997382513062207e-05
leaf_weight=0.0047077481635824361 0.0094235808913936125 0.0091251369922815684 0.0046608833147416808 0.013369297835652105 0.010226894438005729 0.0072296064400774176 0.0036152539715885732 0.004331214796366111 0.0039458971955639291 0.012812354755510569 0.004586771200081329 0.0094183013437572072 0.0030673169453621077 0.0014624738832935691 0.0035317123735083547 0.026599514873126395 0.0032963940924162216 0.0043312616317052735 0.0096979888638770717 0.0071720069715865966 0.0064823231738273526 0.0066008754154154295 0.016349845934655605 0.010035624750571515 0.003328311441691767 0.0024719812166580368 0.0077571066611028519 0.0095573019520998059 0.003252541606457271 0.085921289068409124
leaf_count=21 20 55 54 20 42 78 101 22 38 50 24 391 107 1 62 945 101 18 156 30 27 18 231 30 6 52 25 36 13 347
internal_value=0 -0.000191495 7.2539e-05 -0.000258197 0.000105428 0.000137414 0.000477337 2.53279e-05 8.97529e-05 0.00065194 -0.000332244 -0.000399795 -0.000329858 -0.00046698 0.000207286 -0.00086567 -0.000125614 -8.58552e-05 3.56541e-05 -0.000119878 0.000129166 -0.000232172 0.000749181 0.000328417 0.000341836 -0.000300189 -6.3731e-06 0.000514148 -5.82597e-05 4.86115e-05
internal_weight=0 0.136775 0.171594 0.12765 0.166886 0.162225 0.0402276 0.121997 0.114768 0.0167583 0.114281 0.104857 0.0954388 0.0760299 0.0194089 0.0371587 0.0105592 0.0388712 0.03454 0.0299532 0.0227812 0.0162989 0.0300007 0.0136509 0.00726277 0.00393446 0.0980096 0.0158772 0.00631986 0.0902525
internal_count=3121 2082 1039 2027 1018 964 404 560 482 88 2007 1987 1596 1378 218 1105 160 273 255 231 201 174 362 131 59 53 394 156 120 369
is_linear=0
shrinkage=0.00117172


Tree=776
num_leaves=31
num_cat=0
split_feature=1 12 40 0 52 2 133 2 130 52 159 4 52 47 1 15 1 33 48 50 2 12 4 4 3 129 0 0 402 0
split_gain=0.00574018 0.00740319 0.00727703 0.00645291 0.00556696 0.00509483 0.00611386 0.00472678 0.00469069 0.00467956 0.00723881 0.00500655 0.00474872 0.00463641 0.00693648 0.00598456 0.00924461 0.00683626 0.00602465 0.0063127 0.00434438 0.00398707 0.00495443 0.0061788 0.00580416 0.00458233 0.0044829 0.00503831 0.00446316 0.00425708
threshold=0.091615000000000016 -0.054684999999999991 0.57330500000000006 -0.060129999999999996 -0.43320999999999993 0.092875000000000013 0.10275500000000001 0.092235000000000025 -1.0000000180025095e-35 0.11434500000000002 0.092630000000000018 -0.49013999999999996 0.10160000000000001 0.13148500000000005 0.14089500000000002 0.035560000000000008 0.111945 -0.0066799999999999993 0.11951500000000001 0.10954500000000002 0.098035000000000011 0.090020000000000017 0.0061450000000000003 -1.0000000180025095e-35 -0.076669999999999988 0.092550000000000007 -0.11437499999999999 -0.15350499999999997 -0.50169499999999989 -0.084269999999999984
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 5 -3 7 -7 21 -5 10 11 12 -10 15 -15 17 -17 -6 19 20 -19 22 23 25 -24 26 27 -1 -23 -28
right_child=1 4 -4 8 13 6 -8 -9 9 -11 -12 -13 -14 14 -16 16 -18 18 -20 -21 -22 28 24 -25 -26 -27 29 -29 -30 -31
leaf_value=-0.00043795165008115249 0.00094778874562661815 -0.0013199943180619051 -0.0013211697549926668 -0.0010147025771204896 -0.0010755524045751644 -0.0011682610757772743 0.00057906539983630309 0.00069932234810687899 -0.00076886154139625793 -0.00051460864815550383 -0.00082424848190178874 0.0010331481052837754 0.00083839423924315687 -0.0012057277996497899 0.00030958418858607808 -0.00121395508882523 0.00037713134192911074 0.00030985052225064813 -0.00047400021805744241 -0.00094917042411213034 0.00092550586173499095 0.00093731606620868447 -0.00071318737879863113 -0.0013203485234628185 0.00097206068754061836 0.0011342857795903962 -0.0013198400790234198 0.00087626546147278684 -0.0012764689287520876 -0.00022667140551596557
leaf_weight=0.011443814847211797 0.02638491856751557 0.0052851746060582619 0.0027144468622282139 0.0054495547310580142 0.0060003443577443241 0.022027859510330927 0.0041424459340930744 0.0085740890273768855 0.0065604701776749118 0.010665556634705808 0.0065079356106707556 0.024520595344085908 0.0062502634827978909 0.011525990817062848 0.0096756035709404387 0.012779662145248949 0.012654907914111391 0.043851435374222092 0.012663242253097451 0.0049232962115297587 0.036627011491646044 0.0018298351098451357 0.0052238588196047422 0.010186532126766679 0.011162037749159026 0.0041529840785869956 0.010638272405564917 0.0091328942409063529 0.011885751908124575 0.014877322930175298
leaf_count=45 293 121 3 11 11 351 113 45 36 45 41 101 5 32 14 134 32 137 29 45 201 11 56 73 33 39 502 24 246 292
internal_value=0 0.000125122 0.000736136 -0.000203451 1.1137e-05 -0.000373831 -0.00089168 -0.000237088 0.000152567 0.000269274 0.000459984 0.000683863 1.53068e-05 5.78204e-05 -0.000514197 0.000151471 -0.000422314 0.000291709 0.000375368 0.000501311 0.000590045 -0.000325772 -0.000208762 -0.000383261 0.0004348 -0.00019328 -0.000312896 0.000145359 -0.000981122 -0.000682449
internal_weight=0 0.185086 0.0290994 0.185232 0.155987 0.125278 0.0261703 0.0991074 0.0599544 0.0545048 0.0438393 0.0373313 0.0128107 0.150701 0.0212016 0.1295 0.0254346 0.104065 0.098065 0.0854017 0.0804784 0.0905333 0.0768177 0.0604318 0.0163859 0.0502453 0.0460923 0.0205767 0.0137156 0.0255156
internal_count=3121 1052 296 2069 756 1830 464 1366 239 228 183 142 41 635 46 589 166 423 412 383 338 1321 1064 975 89 902 863 69 257 794
is_linear=0
shrinkage=0.00131955


Tree=777
num_leaves=31
num_cat=0
split_feature=9 2 52 160 52 403 52 47 0 0 43 9 1212 131 13 160 44 15 48 1 51 148 474 157 39 50 4 1365 0 43
split_gain=0.00108505 0.00108792 0.00194464 0.00192275 0.00186079 0.00211863 0.00169773 0.00211628 0.00159379 0.00158664 0.00149287 0.00239554 0.00221254 0.00202187 0.00145918 0.00248498 0.00142644 0.00133497 0.00153078 0.00182355 0.00257633 0.00181325 0.00172776 0.00167817 0.00152198 0.00143635 0.00151151 0.00167358 0.00142078 0.00136024
threshold=-0.036024999999999995 0.088225000000000012 0.19022000000000003 0.083670000000000008 0.13389000000000004 0.10323500000000001 0.11434500000000002 0.13011000000000003 -0.11991499999999998 1.0000000180025095e-35 -0.074359999999999996 0.091600000000000015 -0.47386499999999993 0.10033500000000002 -0.084034999999999985 -1.0000000180025095e-35 0.081805000000000017 0.10017500000000001 0.12879500000000002 0.093575000000000019 0.08955500000000001 -0.080634999999999984 -1.0000000180025095e-35 -0.083944999999999978 0.093575000000000005 0.11875500000000001 -0.16363499999999997 0.086920000000000011 -0.11756999999999999 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 4 8 5 6 7 16 -2 10 13 12 -12 14 15 -10 17 18 19 20 23 -21 -23 -3 29 26 -24 -28 -19 -25
right_child=1 2 -4 -5 -6 -7 -8 -9 9 -11 11 -13 -14 -15 -16 -17 -18 28 -20 21 -22 22 25 24 -26 -27 27 -29 -30 -31
leaf_value=0.0034521658326215161 0.0011381535067873903 -0.0034521309246659383 -0.0018804883154839938 -0.0027176820571442476 0.0022482808219748836 -0.0033699894699132349 -0.0023207384981455072 -0.003409682484810629 -0.0034516297341831326 0.0021125424863059341 0.0022977273351936466 0.00091451786267630994 -0.0029364082614371043 0.0025734901169667968 -0.001265229987587732 0.0028219800280163908 -0.002907281026600234 -0.0032251675210392388 -0.0015340907748452623 -0.0019537954862132493 -0.0025247367420849582 -0.0021288802271036042 -0.00055605635053633247 0.00012904059195475339 -0.0031711472838130425 -0.0013347539250860496 0.0033252520372368216 -0.0008744144988101901 0.00034097704418238861 0.0016891140260174838
leaf_weight=0.0010496487607163365 0.0078062952064215088 0.0011151262004887022 0.0051357287018944922 0.004202057368262401 0.0054936207544074014 0.0019660165352703976 0.0028940858400510186 0.0017069472294224388 0.0010169911143584898 0.0024077648138245413 0.0010672878873663203 0.0033654844730222075 0.0097444838698166371 0.0027851215691754297 0.011120562717414016 0.0028863335336843923 0.0014420235550005591 0.0021702416504574273 0.0033469886402883722 0.001481863596495713 0.0032789262777441755 0.0011207905343937332 0.0016380163895632878 0.011615023895941153 0.0010710210322670824 0.0012033966277158461 0.012631135791707496 0.0012412769647198738 0.0034397003926827088 0.015594092001599339
leaf_count=89 94 32 204 119 43 88 65 25 144 69 18 20 662 34 246 27 13 21 26 18 70 43 46 368 29 9 259 6 81 153
internal_value=0 -7.13501e-05 0.000173531 -0.000491353 0.000315221 0.000161219 0.000264851 0.000381596 -0.000269668 -0.000589196 -0.00079257 -0.00162822 -0.00241972 -0.000127334 -0.000628011 0.00118742 0.000485323 0.000565592 0.000728221 0.000873861 0.000376892 0.00171449 0.00201929 0.000700558 0.000864304 0.00229745 0.00257926 0.00294947 -0.00103861 0.00102315
internal_weight=0 0.125988 0.079586 0.0464024 0.0744503 0.0689567 0.0669907 0.0640966 0.0422003 0.034394 0.0319863 0.0141773 0.0108118 0.017809 0.0150239 0.00390332 0.0623896 0.0609476 0.0553377 0.0519907 0.0326742 0.0193165 0.0178346 0.0293953 0.0282801 0.0167138 0.0155104 0.0138724 0.00560994 0.0272091
internal_count=3121 3032 1599 1433 1395 1352 1264 1199 1314 1220 1151 700 680 451 417 171 1174 1161 1059 1033 652 381 363 582 550 320 311 265 102 521
is_linear=0
shrinkage=0.00345121


Tree=778
num_leaves=31
num_cat=0
split_feature=39 3 4 133 3 480 1365 33 32 128 155 453 1 16 16 16 4 130 12 50 131 15 1374 1374 393 159 0 43 4 160
split_gain=0.0011032 0.00176549 0.00152625 0.00160441 0.00143406 0.00134473 0.00131118 0.0012434 0.00177255 0.00114114 0.00113684 0.0011573 0.00129467 0.0022457 0.00174353 0.00368046 0.00244062 0.00149859 0.00145368 0.00123494 0.00123793 0.00159657 0.00127734 0.00166316 0.00127102 0.00132004 0.00186723 0.00118662 0.00223911 0.00159033
threshold=0.0046100000000000004 0.31299000000000005 0.27834500000000006 0.085075000000000026 -0.0043399999999999992 1.0000000180025095e-35 1.0000000180025095e-35 -0.0066799999999999993 -1.0000000180025095e-35 0.11596500000000001 0.088610000000000008 0.095515000000000017 0.10060500000000001 -0.072804999999999981 -0.008904999999999998 0.033715000000000009 0.024790000000000003 -0.083084999999999992 -1.0000000180025095e-35 0.10124500000000002 0.081165000000000001 0.088235000000000022 -0.094929999999999987 -1.0000000180025095e-35 0.091220000000000009 0.091530000000000014 0.14486500000000005 -0.12152999999999999 -0.51843499999999987 -0.091944999999999985
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 3 -2 -5 6 7 -1 -9 10 11 12 18 17 -15 -16 -17 -14 -10 20 22 -22 -20 -24 25 27 -27 -25 -29 -30
right_child=2 -3 -4 4 -6 -7 -8 8 9 -11 -12 -13 13 14 15 16 -18 -19 19 -21 21 -23 23 24 -26 26 -28 28 29 -31
leaf_value=-0.0028044438324287876 -0.00052236951791487392 0.0036628524895280122 0.0036477113092899748 0.0035517811385051175 -0.0014680093250360265 -0.0029998504604654037 -0.0032213730436405036 0.0036686558274220738 -0.0036629414028850876 -0.0034983411742802628 -0.0030353076769248119 -0.003663156923507611 -0.0012899170199364152 -0.0022502918585442728 0.0035904397559307702 -0.0029311199969909692 0.00097577868148783454 0.0022585797064710957 -0.0023757741879654594 -0.0036628232984388504 -0.0036628959874033563 0.0017654827849774484 0.0033222091187683116 0.0018534604287641714 -0.0036633507878417746 -0.0036061957320073163 0.0020224486094625729 -0.003664709278956871 -0.0036630884871496423 0.00040205675348993188
leaf_weight=0.0022489420607598723 0.0083798978521087975 0.0015872483727044076 0.0022871428410731207 0.0030266244744723281 0.0010208530981401518 0.0022977341849816915 0.0018516283664666835 0.0016896373126655808 0.0016459631560792323 0.0013190246078593751 0.0017019435169363098 0.001152347387773033 0.0018515707379265231 0.0043077691906887585 0.0035651837633849945 0.0039944968841609807 0.0046316058050024367 0.01158263164438722 0.0028067136376250792 0.001332898414590388 0.0026403996615833583 0.0010027685084175175 0.0021403352366178288 0.0056866416578209558 0.0012218117262250408 0.0026955197246785181 0.0011186395122706472 0.0020476539704645655 0.001336328911410333 0.037932112512066865
leaf_count=20 138 105 128 77 15 235 57 1 26 50 180 12 5 30 26 35 49 127 37 197 186 79 4 99 73 144 8 10 102 866
internal_value=0 -0.000171116 0.000898209 0.000392189 0.00228569 -0.000228634 -0.000167114 -0.000111481 -5.05543e-05 -0.000114865 -6.85676e-05 -1.52458e-05 2.96935e-05 0.000657791 -0.000247413 0.0004603 -0.000833392 0.00176951 -0.000265884 -0.000175644 -9.89798e-05 -0.00216875 3.33434e-05 0.000158146 2.80094e-05 0.000116762 -0.00195539 0.000284913 6.90219e-05 0.000263717
internal_weight=0 0.10739 0.0147145 0.0124274 0.00404748 0.105802 0.103505 0.101653 0.099404 0.0977144 0.0963953 0.0946934 0.093541 0.0299333 0.0164991 0.0121913 0.0086261 0.0134342 0.0636078 0.0619618 0.0606289 0.00364317 0.0569858 0.054179 0.0520387 0.0508169 0.00381416 0.0470027 0.0413161 0.0392684
internal_count=3121 2763 358 230 92 2658 2423 2366 2346 2345 2295 2115 2103 272 140 110 84 132 1831 1805 1608 265 1343 1306 1302 1229 152 1077 978 968
is_linear=0
shrinkage=0.00366245


Tree=779
num_leaves=31
num_cat=0
split_feature=4 151 11 0 474 1456 1213 52 403 480 133 159 52 52 52 13 0 15 49 133 15 1 4 16 43 403 403 151 0 52
split_gain=0.00286533 0.00397577 0.00380648 0.00286969 0.00279412 0.00274346 0.00270611 0.00272577 0.00282224 0.0028156 0.00273509 0.0033102 0.00271711 0.00372131 0.00327807 0.00374402 0.00446067 0.00264572 0.00252306 0.00300617 0.00300638 0.00238611 0.00566828 0.00377312 0.00364992 0.00331758 0.0032824 0.00313402 0.00270694 0.00367317
threshold=0.27044500000000005 -0.27559499999999998 0.081790000000000015 0.18019500000000002 -1.0000000180025095e-35 1.0000000180025095e-35 -0.082704999999999987 -0.53299999999999992 -0.092474999999999988 0.084710000000000021 -0.25159999999999993 0.10519500000000001 0.15915500000000002 0.13389000000000004 0.10160000000000001 -0.099939999999999987 -0.13455999999999999 -0.11713499999999999 0.51130000000000009 -0.030254999999999994 -0.094549999999999981 1.0000000180025095e-35 -0.012509999999999999 -0.5224049999999999 -0.074359999999999996 0.095105000000000009 -1.0000000180025095e-35 -0.086944999999999981 -0.10151999999999999 -0.0064899999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 6 -3 -6 -1 -8 -9 10 -10 12 13 14 15 16 -12 -17 19 -14 -21 22 25 -24 -23 26 -19 -26 29 -29
right_child=1 4 -4 -5 5 -7 7 8 9 -11 11 -13 18 -15 -16 17 -18 21 -20 20 -22 24 23 -25 27 -27 -28 28 -30 -31
leaf_value=-0.0012435871651685104 -0.0011626723858372383 -0.0012450342915494683 -0.0010485862026041112 0.00061538870135703866 0.00071907252910709295 -0.0010040228317256751 -0.0012436585972866012 -0.00095442218646597484 -0.00091012224995698835 -0.0012436883978649746 -0.00016994554746254677 -0.00090390008380585008 0.00092803648248889576 0.0011790863944779247 -0.00075978388074201327 -0.00073422499612984355 0.0010652605054223864 -0.0012437950071655947 0.0012440222432997868 0.00043626292725404338 -0.001241063570054819 0.00060636899995419283 0.001244756427586382 -0.00124388834567857 0.00082493145305434902 -0.0012439093281175332 0.00042818963193399021 -0.00026272009151622535 -0.00064660750374196611 0.00058205233801917938
leaf_weight=0.0030110679446622149 0.0024164271790141348 0.001330498914285271 0.0059582491779224247 0.0098198640735063236 0.021997531644501578 0.0015279002946044775 0.0029349181821203265 0.0050227464258369983 0.0048393450894579351 0.0028092985652286009 0.0070205479107698912 0.0055728801295380484 0.0016131097237064304 0.0049477288688422041 0.0068085372823531989 0.0064571070330146077 0.012693240072962908 0.0019909357067966474 0.0011992755316896373 0.0020754315044229097 0.0081018115410813607 0.024281923496630498 0.0010540506336838016 0.0088567224031024308 0.0065014863598662478 0.0024453915648621196 0.020593861052759614 0.019926701491499443 0.010620765425798595 0.013249754963453597
leaf_count=287 15 3 127 23 337 10 126 326 144 171 35 149 15 17 58 89 50 104 3 22 197 189 1 213 21 26 143 57 139 24
internal_value=0 0.000359989 -6.96043e-05 -3.96065e-05 0.000508018 0.000607163 -7.44438e-05 -5.50604e-05 -3.55373e-05 -8.9605e-06 1.13421e-05 3.82035e-05 7.09278e-05 0.000118957 8.21483e-05 0.000124393 0.000625374 3.92377e-05 -0.000474261 -0.000649039 -0.000899009 8.4839e-05 -0.000183304 -0.000979211 0.000210464 0.000131837 0.000280798 1.93389e-05 -0.000100247 7.46585e-05
internal_weight=0 0.0272724 0.200407 0.194449 0.0248559 0.0235254 0.184629 0.181618 0.178683 0.17366 0.170851 0.166011 0.160438 0.147449 0.142501 0.135692 0.0197138 0.115979 0.0129896 0.0117904 0.0101772 0.109522 0.034941 0.00991077 0.0745806 0.0250302 0.0225848 0.0502987 0.0437972 0.0331765
internal_count=3121 365 2756 2629 350 347 2606 2319 2193 1867 1696 1552 1403 1166 1149 1091 85 1006 237 234 219 917 487 214 430 273 247 241 220 81
is_linear=0
shrinkage=0.00124344


Tree=780
num_leaves=31
num_cat=0
split_feature=12 49 43 1 122 43 2 4 402 1212 3 160 16 16 0 2 3 3 1 1 15 159 475 48 147 52 2 52 52 1
split_gain=0.00437636 0.0051856 0.00472078 0.00453088 0.00444659 0.00429044 0.00356666 0.00437427 0.00348881 0.0040389 0.00317227 0.00303147 0.00438163 0.00398496 0.00666048 0.00379396 0.00422883 0.00610871 0.00385997 0.00283105 0.00469135 0.0027186 0.00268072 0.00264684 0.00507347 0.00336626 0.00351219 0.00306795 0.00310429 0.00264107
threshold=0.084100000000000022 -0.24768999999999997 -0.043144999999999996 0.13075500000000004 1.0000000180025095e-35 -1.0000000180025095e-35 0.086590000000000014 0.23246000000000003 -0.47520499999999993 -0.47386499999999993 -0.016324999999999996 0.083670000000000008 -0.49446999999999991 -0.51370499999999997 -0.082184999999999994 0.088555000000000009 -0.11255999999999998 0.10732000000000001 0.07863500000000001 1.0000000180025095e-35 -1.0000000180025095e-35 -0.47215999999999997 -0.087429999999999994 -0.09386499999999999 0.08789000000000001 -0.087769999999999987 0.10774000000000002 -0.081429999999999989 -0.07167999999999998 0.14000500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 4 6 19 -4 7 8 -2 -10 -7 13 -13 -8 -15 -16 18 -18 -17 20 -3 -11 -23 -12 25 26 -25 -27 -29 -30
right_child=3 2 5 -5 -6 10 11 -9 9 21 23 12 -14 14 15 16 17 -19 -20 -21 -22 22 -24 24 -26 27 -28 28 29 -31
leaf_value=-0.0012418237845296762 0.00081773698047708505 -0.001186156527000915 -0.0010477589593070177 0.00077828753649442669 -0.0012023449767594866 0.00072946433593187984 0.00057614123326463304 3.781067952960284e-05 0.00066349356821086022 0.00098176612814976794 -0.0010572639758728167 -0.0013465637899734602 0.00075446236952645372 -0.001141561881977494 0.00077493409838193098 0.0010088415224064418 -0.0011708490446286724 0.00033397041175962851 -0.0008244127514242354 0.00095328920026889095 0.00063770811903351391 0.0006438737556353028 -0.0013193282664895958 -0.0013467604917039417 0.001346466557641683 0.0010253083653330454 0.00023914413125817436 -0.00074903105190437494 2.1395971917577616e-05 0.001083854225245135
leaf_weight=0.0049025384223568827 0.0021008039948355864 0.0033944938504788533 0.0064136343049625557 0.00783579848558702 0.002435964266624068 0.012260421412292999 0.0094467763155989815 0.01444044395407218 0.0024845100097081732 0.001060023885443683 0.004095223293916205 0.0021007769888115044 0.012482457398228064 0.014747277867328989 0.0075885703131319806 0.0067667975894210031 0.013483986469864817 0.0076648071717499979 0.0030043884096642159 0.023949379416251304 0.010328680069392249 0.0013287713781267021 0.024350027923475182 0.0065689556678876215 0.0051444120242649652 0.0056561554331437938 0.0041141114538731927 0.0088532915137875534 0.051967443760077003 0.0046148598455602033
leaf_count=21 11 114 94 55 10 79 23 36 15 14 22 23 131 407 58 17 410 12 81 267 21 25 764 58 40 9 32 19 198 55
internal_value=0 0.000120319 0.000164899 -0.000214076 0.000560033 2.04155e-05 -0.000277269 -0.000575053 -0.000857583 -0.000978019 8.67518e-05 -0.000100937 0.000451801 -0.000229492 -0.000372399 -7.78394e-05 -0.000287132 -0.000625468 0.000445163 0.000673991 0.000186566 -0.00113054 -0.00121774 1.72993e-07 4.99944e-05 -3.1566e-05 -0.000736019 7.42933e-05 -7.911e-06 0.00010805
internal_weight=0 0.1547 0.149797 0.130886 0.0401085 0.109689 0.12305 0.0457646 0.0313241 0.0292233 0.103275 0.0772858 0.0145832 0.0627026 0.0532558 0.0385085 0.03092 0.0211488 0.00977119 0.0376726 0.0137232 0.0267388 0.0256788 0.0910145 0.0869192 0.0817748 0.0106831 0.0710918 0.0654356 0.0565823
internal_count=3121 1039 1018 2082 412 606 2027 865 829 818 512 1162 154 1008 985 578 520 422 98 402 135 803 789 433 411 371 90 281 272 253
is_linear=0
shrinkage=0.00134594


Tree=781
num_leaves=31
num_cat=0
split_feature=39 13 403 4 133 43 52 480 453 159 3 1 12 159 48 12 50 39 1186 33 9 12 48 43 12 2 129 16 2 2
split_gain=0.00456532 0.00512351 0.00393478 0.00387203 0.00447227 0.00387001 0.00378354 0.00387567 0.00373606 0.00363639 0.00389058 0.00392626 0.00413145 0.00404552 0.00403335 0.00506672 0.00351193 0.0033202 0.003195 0.0032548 0.00363208 0.00349561 0.00306731 0.00306177 0.00401226 0.00439214 0.00369608 0.0035354 0.00319835 0.00737489
threshold=0.0046100000000000004 -0.23438999999999996 -0.16567999999999997 0.27834500000000006 0.085075000000000026 0.24789500000000006 -0.43320999999999993 1.0000000180025095e-35 0.091330000000000008 0.12638000000000002 -0.15447499999999995 0.104035 -1.0000000180025095e-35 0.091530000000000014 0.12879500000000002 0.11734000000000001 0.10124500000000002 0.083240000000000022 -1.0000000180025095e-35 -0.0066799999999999993 0.088235000000000022 0.10124000000000001 0.096390000000000017 -0.15582499999999996 0.092355000000000007 0.12358500000000001 0.087825000000000014 -0.5224049999999999 0.089775000000000008 0.084245000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 17 6 22 8 9 10 -8 12 -12 16 15 -13 18 -2 -14 -20 21 23 -4 -21 26 -26 27 -25 29 -29
right_child=3 2 5 -5 -6 -7 7 -9 -10 -11 11 14 13 -15 -16 -17 -18 -19 19 20 -22 -23 -24 24 25 -27 -28 28 -30 -31
leaf_value=0.0004533448491097814 0.0011552860283228937 -0.0012229326457344632 -0.0012438754662217892 0.0012368452968238761 0.00085697350099757028 -0.0011956907139799133 0.00056069666750671013 -0.0010525446816612334 -0.0012440116367843327 -0.0012437606925869253 -0.0012438528134837154 0.00055560753120746013 -0.0012437983465678811 -0.0010374748706830693 -0.00038225575454303869 -0.00058953307123030024 -0.0012437072751603038 -0.00025856176684461958 -0.0012442667930458436 0.00078923219210380179 0.0012470211862472432 -0.0012437346344883822 0.00031241487233963738 -0.0010472729635951537 -0.0011347171605473217 0.0012451974519241181 0.0010438703814077224 0.00021536090797287172 0.00031418616803429865 -0.00091937020268358235
leaf_weight=0.02555262124019464 0.0029089350571211972 0.0050032871456409103 0.0074048277296583365 0.0065957615003924266 0.011086202255228272 0.0049631522785062989 0.018465019525024218 0.0058488976258033168 0.0038336804354344159 0.003608007747601504 0.0051827828565365044 0.041395302894102315 0.0032204932380608389 0.0069088689261036498 0.013324945710337488 0.0069814721291550077 0.0037538867079476282 0.021917345272214561 0.0031039841287565642 0.0079000507478212967 0.0037658445435226886 0.0033595092659481898 0.0026619789396136184 0.0046927955304454224 0.0081065738256995701 0.0014070671750232586 0.0056102309653951457 0.024778328562817378 0.039202003281360476 0.013780918018852617
leaf_count=141 8 251 244 128 92 154 93 185 20 77 28 146 97 107 23 16 157 130 11 27 4 80 21 23 131 1 37 205 132 352
internal_value=0 -7.68297e-05 -0.000131398 0.000361158 0.000200327 -0.000108948 -8.63136e-05 -5.34077e-05 -2.71292e-05 -5.78315e-06 1.49977e-05 -3.62879e-05 -0.000155223 -0.000111684 0.000223498 0.000390347 -5.95482e-05 -9.2899e-05 -2.21709e-05 1.18308e-05 4.64559e-05 4.91564e-06 -0.000832344 4.46856e-05 -1.5594e-05 -0.000782728 6.728e-05 8.32067e-07 6.40839e-05 -0.000190187
internal_weight=0 0.273817 0.248264 0.0425082 0.0359125 0.243261 0.238297 0.228231 0.222382 0.218548 0.21494 0.196475 0.134773 0.129591 0.0617017 0.0483768 0.122682 0.0248263 0.118928 0.115707 0.112603 0.108837 0.0100668 0.105478 0.0975779 0.00951364 0.0880643 0.082454 0.0777612 0.0385592
internal_count=3121 2763 2622 358 230 2371 2217 1952 1767 1747 1670 1577 1392 1364 185 162 1257 138 1100 1003 992 988 265 908 881 132 749 712 689 557
is_linear=0
shrinkage=0.00124344


Tree=782
num_leaves=31
num_cat=0
split_feature=1 47 12 50 48 4 14 151 159 14 3 376 2 3 15 15 12 12 2 16 160 4 11 1 1213 1 2 0 16 15
split_gain=0.00704184 0.00765243 0.00787728 0.00720583 0.00658281 0.00990257 0.0081148 0.00559861 0.0053115 0.00524184 0.00569432 0.00612068 0.00670153 0.00886705 0.006439 0.00634908 0.00852512 0.00596197 0.00682352 0.00878617 0.00679095 0.00628409 0.00501956 0.00494787 0.00452943 0.00436129 0.00498343 0.00434467 0.005798 0.00542834
threshold=0.10060500000000001 0.087885000000000019 -1.0000000180025095e-35 0.11610000000000001 0.12879500000000002 -0.013125 -0.46885499999999997 -0.08341999999999998 0.083335000000000006 0.062655000000000016 -0.11255999999999998 0.049360000000000008 0.10699500000000002 0.090900000000000009 0.088235000000000022 0.088655000000000025 0.091840000000000019 0.084100000000000022 0.093175000000000022 -0.056919999999999991 0.083670000000000008 0.024790000000000003 0.080455000000000013 0.10781 -1.0000000180025095e-35 0.077845000000000011 0.10855000000000002 -0.20211999999999997 -0.061854999999999993 -0.055554999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=9 2 -2 4 5 7 -7 -4 -9 10 22 12 13 14 17 -16 24 18 19 -12 -19 -22 25 -3 -17 26 -1 -25 -29 -30
right_child=1 23 3 -5 -6 6 -8 8 -10 -11 11 -13 -14 -15 15 16 -18 20 -20 -21 21 -23 -24 27 -26 -27 -28 28 29 -31
leaf_value=-0.00024060905410512985 0.0011029538799988007 -0.00097560794919770836 0.00094470350138412722 -0.0012440615772325745 -0.00050598621521763792 -0.0005707069020537373 0.0009603821991715926 -0.0011207295134007236 0.00078621660615458709 -0.001243981619697317 0.00040762634782987332 0.0005370393240545588 -0.0010306946160565727 0.00031696506587230593 0.001033564711046591 -0.0012439345067558805 -0.0012439284776239149 -0.0012441657753156825 -0.0011022840869386703 -0.00073145393822728803 0.00069664903958612196 -0.0012444304949859122 -0.0006662327591210618 -0.0010183447183504664 0.00040667105687583883 0.0010382557413321737 0.0008673292029356028 0.0004861598960559444 -0.001024133110339916 0.0002119292482278619
leaf_weight=0.018097789539069709 0.018209106334580838 0.01030164614712703 0.0040624918037792659 0.0050220271514262995 0.01322486471508455 0.0061686368571827179 0.040436191911453534 0.010721549742356729 0.0028609831369976755 0.006969597813508698 0.025682854752375306 0.014497199901143176 0.017657101216371984 0.036554685188207259 0.0080326078869745743 0.002948802553675022 0.0088070843045500169 0.028183311978864367 0.012414124551014538 0.017675527448545836 0.0064286616182442913 0.0043060174272682161 0.0079545167170635978 0.0061668282960454226 0.020033438506601442 0.012107866552014457 0.009610079118374415 0.02613673694213503 0.01054150381560248 0.011471181048364089
leaf_count=64 236 32 5 25 21 10 185 90 14 88 74 44 237 92 36 86 255 838 48 147 65 33 37 15 140 41 10 64 65 24
internal_value=0 0.000148442 0.000362734 0.000199349 0.000292913 0.000457355 0.000757727 -0.000336001 -0.000719056 -0.000180289 -0.000150752 -0.000241558 -0.000301367 -0.000226088 -0.000373666 4.58476e-05 -0.000203731 -0.000550092 -0.000289457 -5.67324e-05 -0.000923602 -8.1979e-05 0.000235546 -0.000185529 0.000194885 0.000415707 0.000143664 -3.56827e-05 9.01736e-05 -0.00038
internal_weight=0 0.165324 0.100706 0.0824967 0.0774747 0.0642499 0.0466048 0.017645 0.0135825 0.257961 0.250992 0.203221 0.188724 0.171067 0.134512 0.0398219 0.0317893 0.0946905 0.0557725 0.0433584 0.038918 0.0107347 0.0477703 0.0646179 0.0229822 0.0398157 0.0277079 0.0543163 0.0481494 0.0220127
internal_count=3121 786 586 350 325 304 195 109 104 2335 2247 2095 2051 1814 1722 517 481 1205 269 221 936 98 152 200 226 115 74 168 153 89
is_linear=0
shrinkage=0.00124344


Tree=783
num_leaves=31
num_cat=0
split_feature=39 42 123 133 121 123 483 1366 151 16 13 13 12 12 4 0 3 1 12 2 16 33 32 133 1374 150 160 156 12 16
split_gain=0.00118274 0.00141007 0.00129506 0.00231484 0.00129145 0.00127094 0.00138809 0.00130651 0.00122126 0.0013913 0.00130843 0.00244805 0.00178096 0.00275187 0.00188718 0.00240954 0.00181904 0.00182344 0.00193724 0.0017955 0.00151101 0.00146615 0.00154437 0.0013637 0.00136485 0.0018058 0.0015629 0.00146125 0.00183482 0.00170131
threshold=0.16946000000000003 -0.26584999999999998 1.0000000180025095e-35 -0.089569999999999983 -1.0000000180025095e-35 -0.043329999999999994 0.096190000000000012 -0.082084999999999991 -0.5145249999999999 -0.53943499999999989 -0.53104499999999988 -0.23438999999999996 0.092355000000000007 0.098330000000000015 -0.42529999999999996 -0.010949999999999998 -0.074084999999999998 0.13075500000000004 0.11650500000000001 0.10855000000000002 -0.23935499999999996 -0.0066799999999999993 -1.0000000180025095e-35 -0.17773999999999998 0.086000000000000007 -0.096799999999999983 -0.098904999999999979 0.091255000000000017 0.091475000000000015 0.033715000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 4 -4 -3 -6 7 -7 -9 -10 -11 -12 14 -14 19 21 17 18 20 -13 -15 -16 -23 -24 25 -25 -27 28 29 -28
right_child=-2 2 3 -5 5 6 -8 8 9 10 11 12 13 16 15 -17 -18 -19 -20 -21 -22 22 23 24 -26 26 27 -29 -30 -31
leaf_value=-0.0041254280464330462 0.0041259391427099727 -0.0040143642304085996 -0.0029091970979133229 0.0023460990985288929 0.0036177786406148375 -0.0041255475231791851 -0.003901043340588565 -0.0041249457371302064 0.0029638352419281942 -0.002935320266054611 0.002111283892397512 -0.0036674268557501514 -0.0034707839885327186 0.002745729611110196 -0.004125601325979107 0.0029388111040204753 -0.0040835035228227604 0.003683149047700575 -0.0034321105199494471 0.0020025770988546152 -0.00087210508705034575 0.0041312259952851985 -0.0040283036108681525 0.0041258621778544743 -0.0031861943107626212 -0.0030120770264973496 0.00047412278008701338 -0.0022250112211125127 0.0033046234235292486 -0.0027744109731378868
leaf_weight=0.00145270567656297 0.0011447593819937643 0.001461044727989246 0.0017359890084662774 0.007980818520362476 0.00153338969713701 0.0013584945618134716 0.0016646378144899989 0.0012399375540894644 0.0026143179317159584 0.0026650715345795098 0.0084967987542903245 0.0039070297892109798 0.0065519737557124804 0.0032899583948164963 0.0013875945650170243 0.0054074684131748601 0.0018590910699654026 0.0022196643119514201 0.0027216296752428102 0.0012553595317967847 0.0048722823369757844 0.0016230327310040584 0.0013607528087220535 0.0019946164211432907 0.0020107876664283699 0.0025653183438318896 0.039325442836436679 0.0036423263546971887 0.0036264129568479566 0.0029481418240031579
leaf_count=18 23 16 18 244 28 32 165 40 77 10 111 91 370 19 15 62 179 13 25 10 169 1 87 8 42 178 851 60 54 105
internal_value=0 -8.56132e-05 -3.80241e-05 0.0014072 -0.000161639 -0.000111443 -0.000163142 -0.000106028 -5.52726e-05 -7.82198e-06 -8.27164e-05 -7.49412e-06 -0.000201974 -0.00124164 0.000112828 0.000300974 -0.000265528 0.000276156 -0.000418669 -0.00228863 0.000586137 6.51438e-05 0.000163543 5.14971e-05 0.000150433 0.000274444 0.000127016 0.000289559 0.000489099 0.000247571
internal_weight=0 0.124772 0.123319 0.00971681 0.113603 0.112142 0.110608 0.108944 0.107585 0.106345 0.103731 0.101066 0.0925689 0.0215146 0.0710543 0.0658919 0.0149626 0.0131035 0.0108839 0.00516239 0.00816224 0.0604844 0.0590968 0.0574738 0.056113 0.0541023 0.0521076 0.0495423 0.0459 0.0422736
internal_count=3121 3098 3080 262 2818 2802 2774 2609 2577 2537 2460 2450 2339 775 1564 1463 405 226 213 101 188 1401 1386 1385 1298 1256 1248 1070 1010 956
is_linear=0
shrinkage=0.00412451


Tree=784
num_leaves=31
num_cat=0
split_feature=393 401 1446 124 38 3 1365 122 124 12 1 480 33 32 4 151 156 158 14 15 49 157 41 1429 1213 393 157 48 52 133
split_gain=0.00108119 0.00108149 0.00106219 0.00106398 0.00306149 0.00147774 0.00152464 0.00114232 0.00150348 0.00121001 0.0026438 0.00122996 0.00121462 0.00138562 0.00153281 0.0017183 0.00164358 0.00157755 0.00155683 0.00137375 0.00157205 0.00153181 0.00126271 0.00140015 0.00144782 0.00119523 0.0013026 0.0012852 0.00141718 0.00222727
threshold=-1.0000000180025095e-35 0.10076500000000001 0.11581000000000001 -0.043384999999999993 0.095410000000000009 0.31299000000000005 1.0000000180025095e-35 0.10544500000000001 0.10281000000000001 0.11650500000000001 0.12958500000000003 0.094985000000000014 -0.0066799999999999993 -1.0000000180025095e-35 0.24564500000000003 -0.23821999999999996 0.10499000000000001 0.085900000000000018 -0.46885499999999997 -0.14147499999999996 0.0093850000000000027 -0.084489999999999996 0.079300000000000009 0.084545000000000009 -1.0000000180025095e-35 0.091220000000000009 -0.081579999999999986 0.12879500000000002 0.11434500000000002 -0.17773999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 6 7 8 9 11 -11 12 -5 -14 16 -16 17 19 -17 -15 21 -21 23 24 -23 26 -26 28 29 -28
right_child=1 -3 -4 5 -6 -7 -8 -9 -10 10 -12 -13 13 14 15 18 -18 -19 -20 20 -22 22 -24 -25 25 -27 27 -29 -30 -31
leaf_value=-0.0037360909216265915 0.0022266987979853844 -0.003390439358399373 -0.0037364939031276439 -0.0027285604098275531 -0.0036865041987297203 0.0037360805773108061 -0.0037363723765119479 -0.0037367810877106315 0.0029250891445114758 -0.0032821812193276939 0.0028816496279566585 -0.0037361426528779336 0.0037411987375589937 -0.003736070763885933 -0.0030626521372020678 -0.0011637092972655346 -0.0037363170577259684 -0.0027064240398812461 0.0022042057123255496 -0.003736171359838739 0.0017882131181566948 -0.0037359997994403566 -0.003612234343520549 0.0025842958521830558 -0.0037367616184494808 -0.0032546628398282544 -0.0037364713093716449 -0.0029035183397630735 -0.001236543099469554 0.00074811017709087741
leaf_weight=0.0010953091132321893 0.0076869017700893494 0.001304589700113822 0.0010360613553634926 0.0021042012360226172 0.0014528199745598158 0.0014270138672749502 0.0015772712390678114 0.0011514155748955082 0.0024033403470653516 0.0040370481510478831 0.0012787060499732661 0.0011944758289939008 0.0014687967486679545 0.0013013996161497223 0.0012030242996843308 0.0023315986404668374 0.0017176339527562581 0.0029773404746187273 0.010730542517897845 0.0015345579771768305 0.0072326426658300127 0.0014204557488479699 0.0012929548403448612 0.0030533467623037316 0.0011664075984008085 0.0014598992717509409 0.0016012100965525624 0.0017426126250796861 0.0067863572996884605 0.044427913318306977
leaf_count=58 229 165 43 21 23 90 56 7 36 90 30 88 1 97 13 20 122 197 169 97 256 273 36 72 23 78 57 6 157 511
internal_value=0 -7.65745e-06 2.94909e-05 6.26237e-05 0.00128676 -4.03776e-05 -9.06509e-05 -3.62066e-05 4.58065e-06 -6.41903e-05 -0.00179947 3.11541e-05 7.82479e-05 0.000141449 8.39661e-05 0.00120956 -0.000122646 -4.09721e-05 0.00160303 6.77103e-05 0.000136734 -4.84944e-05 4.13999e-05 0.000118016 -1.0479e-05 8.20626e-05 0.00016948 0.000252992 0.000357139 0.000592106
internal_weight=0 0.120103 0.118798 0.117762 0.00913972 0.108622 0.107195 0.105618 0.104466 0.102063 0.00531575 0.0967474 0.0955529 0.0934487 0.0919799 0.0142652 0.0777147 0.0759971 0.0130621 0.0730198 0.0717184 0.0644857 0.0629512 0.0616582 0.0586049 0.0571844 0.0557245 0.0545581 0.0528155 0.0460291
internal_count=3121 3063 2898 2855 252 2603 2513 2457 2450 2414 120 2294 2206 2185 2184 202 1982 1860 189 1663 1566 1310 1213 1177 1105 832 754 731 725 568
is_linear=0
shrinkage=0.0037357


Tree=785
num_leaves=31
num_cat=0
split_feature=4 48 474 150 1456 11 0 16 43 403 160 133 1 13 15 4 2 16 15 15 150 15 0 9 133 43 2 1186 51 47
split_gain=0.00496469 0.00506609 0.00360872 0.00356912 0.00325633 0.00384056 0.00442584 0.00417928 0.00418008 0.00367851 0.00370979 0.00319989 0.00326638 0.00444196 0.00506902 0.00666674 0.00730479 0.0038348 0.00359533 0.00509634 0.00614589 0.0045663 0.00425644 0.00396899 0.00371002 0.00369774 0.00346933 0.00335341 0.00312438 0.00397517
threshold=0.27834500000000006 0.12933000000000003 -1.0000000180025095e-35 -0.22665999999999997 -1.0000000180025095e-35 0.081790000000000015 -0.0058249999999999994 0.15891500000000003 -0.17390999999999998 -0.092474999999999988 -0.22361499999999998 -0.25159999999999993 0.094385000000000011 -0.081659999999999996 0.035560000000000008 0.033845000000000007 0.090790000000000023 -0.43320999999999993 -0.0072999999999999992 -0.090644999999999989 0.083095000000000016 1.0000000180025095e-35 -0.10224499999999999 0.091600000000000015 0.083950000000000011 -0.088909999999999989 0.084145000000000011 0.088465000000000016 0.11144500000000002 0.096475000000000019
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 -1 -5 6 9 -8 -9 -6 -11 -12 18 17 15 16 -15 -14 19 20 23 22 -20 -13 27 -26 -24 -23 29 -4
right_child=1 -3 28 4 5 -7 7 8 -10 10 11 12 13 14 -16 -17 -18 -19 21 -21 -22 24 26 -25 25 -27 -28 -29 -30 -31
leaf_value=0.00083025760874353219 -0.001348320611712135 -0.0012349920652695507 0.0012310140877136188 -0.0012379376860315607 -0.0013461817664403002 -0.0012797711296049803 0.00069879874326014694 0.00082479973085390959 -0.00062398756502744508 -0.0012298722676056483 -0.0013463764097613761 -0.0013467766797776882 -0.00074416883435053584 -0.00097135814148482426 -0.00098377756612075739 -0.00047325819030644926 0.0011651915570619589 0.0010171343888956943 0.0013470090435653143 -0.0012758059241351927 0.00025671791496672039 -0.00091474043536887435 -0.0012730690992972017 0.00032714446084424311 -0.00071083367722614107 0.00057467194891919378 0.00048074221595987562 0.00069501768780450262 -0.00052459812194536617 -7.6792122493930085e-05
leaf_weight=0.0046708360878255908 0.0018331892406422403 0.0036084544944969812 0.01358508462723762 0.007378167363910392 0.0068517828379981429 0.0074504259179093415 0.014451898136655927 0.0048192620415647971 0.014350166579106372 0.0081271026205200769 0.0051280749382271998 0.011395702907066152 0.0028215273468958921 0.0037660124355625149 0.01177033731045185 0.020962256847496974 0.012590580022930453 0.010853729711357119 0.0058611479362298277 0.017087446567629172 0.014895325964971562 0.022254391877943647 0.0031237532632530929 0.0033117737621068963 0.0066687691024185361 0.010336885382287164 0.0059075337739642464 0.0026203602209591273 0.0036854617183905694 0.0061013654075168225
leaf_count=15 3 17 275 285 349 121 98 9 62 185 147 173 8 56 58 63 66 97 12 366 34 416 22 3 38 50 30 18 16 29
internal_value=0 0.000256593 0.000470134 -0.00033476 -0.000357937 -0.000329385 -0.000297194 0.000152271 -0.000259757 -0.000378293 -0.000341344 -0.000299202 -0.000266897 -2.46581e-05 -0.000213645 2.92541e-05 0.000673263 0.000653736 -0.000413848 -0.000690517 -0.000352674 -0.000186314 0.000453805 -0.000969849 -0.000413937 7.05608e-05 -0.000125868 -0.000745165 0.000612766 0.000825689
internal_weight=0 0.0288136 0.0252051 0.239455 0.234784 0.227406 0.219956 0.0336213 0.0191694 0.186334 0.179483 0.171356 0.166228 0.0627644 0.0490892 0.0373188 0.0163566 0.0136753 0.103463 0.0466902 0.0296028 0.0567728 0.0148924 0.0147075 0.0418804 0.0170057 0.00903129 0.0248748 0.0233719 0.0196865
internal_count=3121 340 323 2781 2766 2481 2360 169 71 2191 1842 1657 1510 348 243 185 122 105 1162 576 210 586 64 176 522 88 52 434 320 304
is_linear=0
shrinkage=0.00134594


Tree=786
num_leaves=31
num_cat=0
split_feature=1 47 12 14 3 52 4 131 52 52 3 159 4 130 51 51 129 9 0 1212 0 4 48 14 16 0 159 48 1 12
split_gain=0.00112515 0.00166026 0.00183653 0.0014278 0.00140443 0.00164213 0.00142371 0.00139378 0.0013985 0.00208546 0.00201529 0.00184533 0.00299377 0.00369706 0.00151085 0.0022232 0.00173672 0.00137571 0.00144206 0.00141712 0.00132828 0.00128886 0.00234149 0.00203016 0.00126379 0.00177541 0.00115417 0.00120715 0.00107213 0.00105399
threshold=0.10060500000000001 0.087885000000000019 -1.0000000180025095e-35 0.062655000000000016 -0.14989499999999997 0.19022000000000003 -0.46376499999999993 0.10100500000000001 0.14295500000000003 0.11434500000000002 0.090900000000000009 0.091005000000000016 -0.083854999999999985 -1.0000000180025095e-35 0.086310000000000012 0.045645000000000005 0.08888500000000002 0.091600000000000015 -0.059114999999999994 -0.50120999999999993 -0.10096999999999999 -0.033174999999999989 0.12879500000000002 -0.46885499999999997 -0.013324999999999998 -0.10324499999999999 0.083335000000000006 0.092065000000000022 0.10781 0.11903500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 4 6 7 -1 8 9 10 11 12 13 -6 15 16 17 18 19 -14 24 26 23 -23 25 -21 27 -4 -3 -25
right_child=1 28 21 -5 5 -7 -8 -9 -10 -11 -12 -13 14 -15 -16 -17 -18 -19 -20 20 -22 22 -24 29 -26 -27 -28 -29 -30 -31
leaf_value=-0.00068019994552912411 0.0027140876985450361 -0.0024185497013399452 -0.0029976464352020628 -0.0031262877663293482 -0.0031263227509428513 -0.0031263022777114954 0.0022922615148681671 -0.0031265119630551064 0.0020027773321079434 -0.0031273168817260067 0.0010158551678930046 -0.0029414791327858135 0.0019066129013272685 0.0019121679474962676 -0.0027600255054741245 0.0017714837736781557 0.0013820722714075436 0.0013221597975079209 0.0017294310366670503 -0.0024213503470094282 -0.0026187252317150965 -0.0013652013733585348 -0.0016505847875904285 0.0023148517836779708 0.0013240144770541554 0.0011532671666048646 0.0021279754958527554 0.00037983850856619167 -0.0001057438828793973 -0.00015774732041352454
leaf_weight=0.0025489029957554976 0.0042753951420948502 0.0022644053950386924 0.0024782007819723608 0.0016802972411689146 0.0016855955843393397 0.0020169576180606432 0.0041183252370160508 0.0016183503286164571 0.0027225961840677817 0.0024252233293857719 0.011297465789290584 0.0027461172087290811 0.0010663842471103626 0.009132869651619295 0.0033419652683477344 0.0035674991695486815 0.0029914010070744004 0.0020100370511499923 0.0013599607401495626 0.0055152178725137446 0.0094916832509568411 0.0021845921405656563 0.0029407583278953089 0.010199495402616776 0.0018931063372065061 0.001800936477152959 0.0010105358560394961 0.0017742564773470804 0.01449338546024137 0.0020177294585082004
leaf_count=27 236 32 86 88 97 257 43 143 22 55 88 163 22 183 97 13 56 10 49 72 812 17 11 181 21 17 11 14 168 30
internal_value=0 0.000353948 0.00083535 -0.000277284 -0.00021202 -0.000348787 0.00115588 -0.000262156 -0.000188632 -0.000287534 -0.000168586 -0.000455719 -0.000300072 0.00112713 -0.000767415 -0.00054317 -0.000859202 -0.00114897 -0.00138408 -0.00159828 -0.00179814 0.000480024 0.000891197 0.00141021 -0.000952391 -0.00154143 -0.000874872 -0.00158846 -0.000418263 0.00190649
internal_weight=0 0.0436388 0.026881 0.0750309 0.0733506 0.0666834 0.00666723 0.0646664 0.0630481 0.0603255 0.0579002 0.0466028 0.0438567 0.0108185 0.0330382 0.0296962 0.0261287 0.0231373 0.0211273 0.0197673 0.0187009 0.0226056 0.0173426 0.0144018 0.00920926 0.00731615 0.00526299 0.00425246 0.0167578 0.0122172
internal_count=3121 786 586 2335 2247 2177 70 1920 1777 1755 1700 1612 1449 280 1169 1072 1059 1003 993 944 922 350 239 228 110 89 111 100 200 211
is_linear=0
shrinkage=0.00312586


Tree=787
num_leaves=31
num_cat=0
split_feature=12 49 49 3 3 15 15 0 15 43 49 15 3 1 0 0 4 52 48 147 151 1 42 43 4 160 43 151 16 16
split_gain=0.00388592 0.00410069 0.00383549 0.00398086 0.00367323 0.00409618 0.00566299 0.00549694 0.00413757 0.00341389 0.00417458 0.00336384 0.00302346 0.00447931 0.00285805 0.00320757 0.0029825 0.0025903 0.00257093 0.00447393 0.00308283 0.00239618 0.00220906 0.0030105 0.0038485 0.00256319 0.00206532 0.00204965 0.00254763 0.00312076
threshold=0.084100000000000022 -0.24768999999999997 -0.22491999999999998 0.10732000000000001 -0.097604999999999983 0.088235000000000022 0.088655000000000025 -0.084144999999999984 -0.053579999999999996 0.08845500000000002 -0.016249999999999997 -0.055554999999999993 -0.0049599999999999991 0.092390000000000014 -0.084044999999999995 -0.12333499999999999 -0.46376499999999993 0.15116000000000002 -0.09386499999999999 0.08789000000000001 -0.096264999999999976 0.10312500000000001 -0.11051499999999999 -0.25681499999999996 0.42642000000000008 -0.081069999999999989 -0.25681499999999996 -0.076249999999999984 0.033715000000000009 -0.013324999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -2 4 9 8 -7 -8 11 10 -4 17 13 14 15 -3 -16 -6 -14 20 -20 -19 -12 -24 25 -25 -15 -22 29 -29
right_child=2 12 3 -5 5 6 7 -9 -10 -11 22 -13 18 26 16 -17 -18 21 19 -21 27 -23 23 24 -26 -27 -28 28 -30 -31
leaf_value=-0.001324222258776833 0.00057749031143487155 0.00027502199220416998 0.0011901846945338822 0.00054172579700802767 -0.0010742520016024321 0.001168988198384323 0.00034644068080017209 -0.0014285715776853323 -0.0014288048779483615 -0.0010494116605677234 -0.0014290157523506981 0.0012138367915373708 -0.0011616272109068928 -0.00035563858161062129 -0.00027506618987505949 -0.0013274076624712856 0.00098725188713203642 0.0011243264304748226 0.00097068784572539469 0.0014288551018638909 -0.00076850291277330183 -0.0014285858604455553 0.00085957645616552584 0.00056199586677219116 0.00098879233414206889 -0.00096325469486777061 0.0012110146548662403 1.6677773019007275e-05 -0.00049557401053195837 0.0010468627339120576
leaf_weight=0.0038702321094206118 0.010826762557258007 0.0053663087303448265 0.0059722837570461698 0.0099235339342840234 0.0096680786461078583 0.0050382011651777239 0.0067307471706357083 0.007554183650483993 0.017819148693924092 0.0061420265020046818 0.0024351683037764351 0.0022072085030231401 0.0035946705156675298 0.0019300484395898812 0.0063663811351943869 0.0048531682509889151 0.0095415152488556032 0.0024785282718156063 0.0061512603601840956 0.0046880591621061276 0.0079165780797438856 0.0010755644684650179 0.0061468884737223518 0.0028283801922981419 0.0037099223395671279 0.010949950515140475 0.015530696458995408 0.048981625499990848 0.016527539508416567 0.0068363515538294511
leaf_count=21 34 41 34 26 459 32 59 461 553 30 52 11 22 11 15 165 71 88 32 47 37 15 46 23 29 130 195 249 116 17
internal_value=0 0.000125862 -0.000230319 -0.000317188 -0.000411104 -0.000656 -0.000133016 -0.000592225 -0.000959944 -7.39376e-05 0.000113044 -0.000418463 0.000166446 0.000477743 0.000103433 -0.000485962 0.000482069 -0.000690947 2.31576e-05 6.99068e-05 -3.81831e-06 0.000351746 -0.000133711 -2.53431e-07 -0.000302472 -0.000650155 0.00103784 -7.85041e-05 -2.9994e-06 0.000142851
internal_weight=0 0.142154 0.111507 0.10068 0.0907563 0.0525717 0.0193231 0.0142849 0.0332485 0.0381846 0.0320426 0.0154294 0.138284 0.0435881 0.0261274 0.0102195 0.0159079 0.0132222 0.0946961 0.0911014 0.0864134 0.00355409 0.0260703 0.0236351 0.0174883 0.0137783 0.0174607 0.0802621 0.0723455 0.055818
internal_count=3121 1039 2082 2048 2022 1678 552 520 1126 344 314 573 1018 498 292 206 86 562 520 498 451 103 280 228 182 153 206 419 382 266
is_linear=0
shrinkage=0.00142833


Tree=788
num_leaves=31
num_cat=0
split_feature=39 42 2 376 128 1 1374 484 0 52 48 51 457 12 3 47 47 160 403 133 47 4 15 1447 14 393 13 1 47 43
split_gain=0.00104195 0.00126533 0.001121 0.00114883 0.00106249 0.00106388 0.00188269 0.00169321 0.00195317 0.00156731 0.00172805 0.00260347 0.00259654 0.00147726 0.0017935 0.00144739 0.00164901 0.00157665 0.00150307 0.00141855 0.00139583 0.00164925 0.00177659 0.00133792 0.00128664 0.00118176 0.00115541 0.00113907 0.00165978 0.00175211
threshold=0.16946000000000003 -0.26584999999999998 0.17025000000000004 0.088055000000000008 0.11596500000000001 0.094385000000000011 -0.094929999999999987 -0.0068949999999999992 -0.23091999999999999 -0.43320999999999993 0.12879500000000002 0.13455000000000003 0.045365000000000009 0.10711000000000002 0.10732000000000001 0.09550500000000002 0.085505000000000012 0.10210000000000001 -0.092474999999999988 -0.17773999999999998 0.13206500000000002 -0.034939999999999992 0.050935000000000008 -1.0000000180025095e-35 0.076175000000000007 0.091220000000000009 -0.23438999999999996 0.13146500000000003 0.093140000000000014 -0.073959999999999984
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 6 -3 -8 -9 -7 12 -12 20 14 15 16 17 18 -10 -20 21 22 -11 -23 25 26 -21 28 -25 -30
right_child=-2 2 -4 -5 -6 9 7 8 13 10 11 -13 -14 -15 -16 -17 -18 -19 19 24 -22 23 -24 27 -26 -27 -28 -29 29 -31
leaf_value=-0.0042919754667305084 0.0042924114323023644 -0.0042930521142899077 0.0042844438815867894 0.0026443485974991239 -0.0042923302772019788 -0.0042916035392513282 -0.0042918230317955421 0.0037896675067944446 -0.0042914221690657679 0.00093033328015299009 -0.0042931838457803389 0.00096489094198086369 0.003831056702674964 -0.0042924490287659274 0.0024189139400682866 0.0023253125580239269 -0.0042926754568639227 -0.0042923158970846849 -0.0042914529313739756 -0.0042928807481832703 -0.0033029456965574114 -0.0032804941235724384 -0.0041733642748364806 0.0018760176865857555 -0.0042917520788845033 -0.0042919108541703208 0.00037164056665813774 0.0039929812681876757 0.0020054708669865551 -0.0025907167545593524
leaf_weight=0.0013098357745775493 0.0010038371365652657 0.0022860293637450005 0.0010881271955511798 0.002755637457973136 0.0011344028884430193 0.0012741034472725224 0.0019228768765149331 0.0021764166450566258 0.0016758475753562143 0.00258244809593577 0.0031624384964743504 0.0038388388384191785 0.0048757105263348413 0.001699696886179324 0.004337643379585642 0.0032376760084602543 0.0021715607400558659 0.0019032154299196682 0.0014703036177010622 0.0010035030136350464 0.0017138880880906973 0.0011916068333448484 0.0024450072713904092 0.013640468522076791 0.0012491339725926301 0.0010828699513467646 0.038230873721076378 0.0027138790624086076 0.0025252770762165255 0.0038643569237137845
leaf_count=18 23 38 54 62 52 115 393 19 267 29 27 24 109 143 18 67 38 62 105 4 11 31 68 193 41 65 874 97 29 45
internal_value=0 -9.85521e-05 -5.00531e-05 -9.21024e-05 -0.000161024 -0.00011774 -0.000468512 -0.000327863 -0.000201329 0.000398059 0.000538472 -0.00141015 0.000922209 -0.000350928 -0.000232066 -0.000453095 -0.000637478 -0.000467203 -0.000304385 -0.00014913 0.000459884 0.00068255 -0.00155175 0.00115184 -2.60619e-06 0.000130283 0.000252335 0.00138406 0.00103058 -0.000774236
internal_weight=0 0.114564 0.113254 0.112166 0.10941 0.108276 0.0644476 0.0621616 0.0602387 0.043828 0.0425539 0.00700128 0.0355526 0.0580623 0.0563626 0.052025 0.0487873 0.0466157 0.0447125 0.0430367 0.0306769 0.028963 0.00502746 0.0239356 0.0415664 0.0403172 0.0392344 0.022744 0.0200301 0.00638963
internal_count=3121 3098 3080 3026 2964 2912 2134 2096 1703 778 663 51 612 1684 1541 1523 1456 1418 1356 1089 503 492 97 395 984 943 878 364 267 74
is_linear=0
shrinkage=0.00429114


Tree=789
num_leaves=31
num_cat=0
split_feature=1 0 4 52 52 49 160 133 2 2 49 15 0 52 0 0 133 52 159 402 12 124 151 122 151 160 3 4 48 14
split_gain=0.00429994 0.00490359 0.0045985 0.00647004 0.00445328 0.00442135 0.00463207 0.00405255 0.00359065 0.00494389 0.00404663 0.00446198 0.00415509 0.00584638 0.00404151 0.00842965 0.00403322 0.00356959 0.00549751 0.00345909 0.00340535 0.00378251 0.00337078 0.00334768 0.00304796 0.0032494 0.00352535 0.00391061 0.0051575 0.00483641
threshold=0.094385000000000011 -0.060129999999999996 -0.49405499999999997 0.10347000000000002 -0.43320999999999993 -0.24768999999999997 -0.51146999999999987 -0.25159999999999993 0.092875000000000013 0.092235000000000025 -0.083094999999999988 0.091475000000000015 -0.10096999999999999 0.08976000000000002 -0.084269999999999984 -0.083914999999999976 0.10275500000000001 0.11434500000000002 0.092630000000000018 -0.46900499999999995 -1.0000000180025095e-35 -0.51664499999999991 -0.40381499999999992 0.086040000000000019 -0.092724999999999988 -0.079279999999999975 0.16158000000000003 -0.013125 0.12649500000000002 -0.073394999999999974
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 8 3 -3 -2 -6 -7 -8 9 10 -1 12 -12 14 -14 -16 -10 18 -4 -17 21 -9 -22 -23 -24 -26 27 29 -29 -27
right_child=4 2 17 -5 5 6 7 20 16 -11 11 -13 13 -15 15 19 -18 -19 -20 -21 22 23 24 -25 25 26 -28 28 -30 -31
leaf_value=-0.0010426689437671413 -0.0012437299668488632 -0.0010505009281871469 0.00090467172531894207 0.00047517749114568886 -0.00087029410701870843 -0.0012440834322048654 -0.0009156289325666149 -0.0011949765494791776 -0.0009427964675298669 0.00079001035161413262 0.00021500065225070215 -0.0012440083354874672 -0.0011828853545806063 0.00050558398782503454 0.0010528513859291151 0.00074062803371959147 0.00053396363852490768 -0.00051003656747879297 -0.00048652858942794852 -0.0011960946688207854 -0.0011400201459179566 0.001052146403636685 0.0012171125992214255 -0.00036245991815381083 -0.00052586456067803223 0.0011090341197907811 0.0012438321968241762 0.00051354995076008858 -0.00071545040580609561 -0.00087518877514814147
leaf_weight=0.0095560558657581396 0.0034937459803501261 0.0094421794670154213 0.021447379829226065 0.0078878847036776278 0.0058774393110070369 0.0031752987139839197 0.0042156066870688838 0.0014680808108096235 0.020540289164031833 0.0072416623820288342 0.033900125842990292 0.0056899611765288674 0.012674388648015619 0.0086802019774765427 0.0052157081232735427 0.0017022795868797394 0.0033219048686561328 0.0051489898590943986 0.0055226161504151597 0.0087811133739990107 0.0027810771398435455 0.019545693743367565 0.0047610322462787727 0.0029810723522132312 0.0086353030662280617 0.0024081420633592652 0.0054440928553276527 0.041105625009379317 0.0060574159479074288 0.0089886663124332175
leaf_count=62 119 64 109 18 14 21 31 4 363 48 134 164 497 177 23 14 113 32 25 335 17 296 23 12 61 4 57 182 14 88
internal_value=0 -0.000168273 0.000160142 -0.000356079 0.000139692 0.000180846 0.000236221 0.000279586 -0.000306715 -0.000196779 -0.000279679 -0.000184549 -9.9588e-05 -0.000387403 -0.000660591 -0.000238926 -0.000737214 0.000438674 0.000619797 -0.000881612 0.000327952 0.000738912 0.000204969 0.000864945 0.000253296 0.000190124 0.000286724 0.000197745 0.000355702 -0.000455923
internal_weight=0 0.166753 0.0494491 0.0173301 0.120938 0.117445 0.111567 0.108392 0.117304 0.0934415 0.0861998 0.0766438 0.0709538 0.0370537 0.0283735 0.0156991 0.0238622 0.032119 0.02697 0.0104834 0.104176 0.0239948 0.0801814 0.0225268 0.0774003 0.0726392 0.0640039 0.0585598 0.047163 0.0113968
internal_count=3121 2178 248 82 943 824 810 789 1930 1454 1406 1344 1180 1046 869 372 476 166 134 349 758 312 446 308 429 406 345 288 196 92
is_linear=0
shrinkage=0.00124344


Tree=790
num_leaves=31
num_cat=0
split_feature=393 375 0 1 47 1 15 133 1186 3 44 0 52 52 0 43 124 151 16 0 3 13 1 0 15 2 16 1 132 16
split_gain=0.000983746 0.00100431 0.00113736 0.00167108 0.00218799 0.00179465 0.0023321 0.00219638 0.00320711 0.00188195 0.00186407 0.00195872 0.00221519 0.00220199 0.00273367 0.00177406 0.0015916 0.00154897 0.00151918 0.00143472 0.00195577 0.00282492 0.00162652 0.00231737 0.00135275 0.00129241 0.0016854 0.00175855 0.00123576 0.00135308
threshold=-1.0000000180025095e-35 0.087420000000000012 -0.062294999999999996 0.14000500000000002 0.12431000000000002 1.0000000180025095e-35 0.083935000000000023 0.083950000000000011 0.088465000000000016 0.11296500000000002 1.0000000180025095e-35 -0.10607499999999999 -0.0064899999999999992 -0.046924999999999988 -0.15202999999999997 -0.088909999999999989 -1.0000000180025095e-35 -0.40381499999999992 -0.27167499999999994 -0.053834999999999994 -0.10831999999999999 -0.42195999999999995 0.10557500000000002 -0.036484999999999997 -0.13843999999999998 1.0000000180025095e-35 -0.056919999999999991 0.10254500000000001 0.081465000000000024 -0.23935499999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 6 9 8 -8 17 11 12 13 14 -7 -9 -4 -2 24 -18 28 -22 -23 -24 -14 26 27 -13 29 -21
right_child=1 -3 16 -5 -6 10 7 15 -10 -11 -12 25 18 -15 -16 -17 19 -19 -20 20 21 22 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0028881067787069423 0.00088602120179492264 -0.0024176017558063048 0.0028882972283003194 0.0026169654562918938 -0.0024848550652206598 -0.00039949975589105211 -0.0028884779441669239 -0.001693843638228982 0.0020223212895547089 0.0010119317986238684 -0.0025901865178985339 0.00045958642684253316 0.0021403909846045457 -0.0024945274856189004 0.0021509948194279173 0.0019763970306311391 0.0021756101662369102 -0.0028882361020933001 0.0023172495102758046 0.0022671131303746159 0.0016871573720507514 -0.0025033868152277454 -0.00270269701002855 0.0014792593255801682 -0.00037289780670358042 0.0011197466073829966 -0.0023484593743173586 -0.00276856758501891 0.0027438884266573695 -0.00019097640873068264
leaf_weight=0.0010028265351582624 0.0010367377418845089 0.0014325529755474511 0.0021454534923321935 0.0017613249221923857 0.0034238754008697461 0.011541808964356191 0.0035502182713376129 0.0014053433757368339 0.0016128873238585584 0.0015936091749608758 0.001980946184403364 0.0069267063966051978 0.0027902016211953642 0.0025770012715611293 0.0050327201152633458 0.0050267397268246583 0.0030633649919522546 0.0072359421725973752 0.0081526245627259186 0.0025333334898505208 0.0031846627888754133 0.0054420728246462637 0.0018274048149464761 0.0027954418772182521 0.0049620883540058003 0.0031090454019846439 0.0046618141690437662 0.0017661152513639422 0.0024715895259532763 0.0071058044444143311
leaf_count=58 26 32 77 55 47 61 390 58 11 7 38 231 47 23 92 147 58 723 68 31 21 158 50 37 76 68 229 49 33 120
internal_value=0 -1.51376e-05 1.59476e-05 -0.000164814 -0.00022732 -0.000124208 -0.000829694 4.8421e-05 -0.00135441 -0.00186168 0.000158791 0.000264489 0.000650364 -1.11738e-05 0.000374937 0.00117449 0.000489878 -0.00241524 0.00144694 0.000308843 8.33489e-05 -0.000683367 -0.00143343 -0.000173862 0.000531684 -0.000557161 -0.000947556 -0.000196276 0.000922164 0.000455052
internal_weight=0 0.112149 0.110717 0.0801478 0.0783864 0.0749626 0.0214615 0.0115952 0.00516311 0.00986629 0.0535011 0.0515201 0.0350564 0.0191515 0.0165745 0.00643208 0.0305691 0.00827268 0.0159049 0.0284237 0.0253603 0.0132496 0.0100649 0.00462285 0.00775229 0.0164637 0.0133546 0.00869282 0.0121107 0.00963914
internal_count=3121 3063 3031 2446 2391 2344 1362 606 401 756 982 944 367 176 153 205 585 749 191 508 450 266 245 87 123 577 509 280 184 151
is_linear=0
shrinkage=0.00288781


Tree=791
num_leaves=31
num_cat=0
split_feature=401 455 133 52 160 16 1 51 159 129 1 14 15 1 4 48 130 483 12 47 38 16 52 39 457 1373 51 1213 0 131
split_gain=0.000919284 0.000925394 0.000936259 0.00152376 0.00128645 0.00117091 0.00113527 0.0017477 0.00142251 0.00131712 0.00130059 0.00133272 0.00124243 0.00272595 0.00172314 0.00161716 0.00154984 0.00133922 0.00138923 0.0012802 0.0011652 0.00148975 0.00114176 0.0011691 0.00128944 0.00252405 0.00163385 0.00158886 0.00110099 0.000974247
threshold=0.10076500000000001 0.10340500000000001 -0.25159999999999993 -0.53299999999999992 -0.40698999999999991 0.051380000000000002 0.094385000000000011 0.08955500000000001 0.091530000000000014 0.093925000000000008 0.092695000000000013 0.077685000000000018 0.035560000000000008 0.11146500000000002 0.033845000000000007 0.11951500000000001 -0.086274999999999991 0.089025000000000007 0.086095000000000019 0.10980000000000002 0.10386000000000002 -0.056919999999999991 0.15915500000000002 -1.0000000180025095e-35 -0.0029299999999999994 0.089075000000000001 0.045645000000000005 0.039620000000000009 -0.11173999999999999 0.079255000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 -4 -5 -1 7 8 9 10 11 22 14 -14 17 16 -16 18 -8 -17 21 -18 23 -6 25 -25 27 29 -15 -26
right_child=-2 -3 3 4 6 -7 12 -9 -10 -11 -12 -13 13 28 15 19 20 -19 -20 -21 -22 -23 -24 24 26 -27 -28 -29 -30 -31
leaf_value=-0.0036963996335364186 -0.0033551700715649837 -0.0035688405656051875 -0.0037359824549367581 -0.002332683362000917 -0.0019847698365765033 0.00093243778545019516 0.003098947869552345 -0.0027277293231625808 -0.0023956702955622985 -0.0037361224144920576 -0.002514386703235838 -0.003736165163318162 -0.0033954742640637573 0.0037367724874754326 -0.0036861065668763698 -0.0035733650747531145 0.0023753712450212132 -0.00147656146074373 -0.00045866174746104414 0.00067580266204441818 -0.0026140329437762204 4.1114515237335889e-05 -0.0024957477737791215 -0.003422213473597383 0.00099526317860812561 0.0035046746720860692 0.0030365373552002192 -0.0037360366015490596 -0.00044155117849299473 -0.0014848759862238351
leaf_weight=0.0020272241691827722 0.0011623844124688523 0.0010128107692253243 0.0014386014293457086 0.0028625269409641154 0.002289785924062925 0.0012225781791288526 0.0092300589410001521 0.0034001802068903677 0.0031677764558688528 0.0011685118283839549 0.0022264627640424797 0.0010594364972718031 0.0030409029139981661 0.0015871798317448338 0.0010013016799348398 0.0023537971640052993 0.0087942202205688567 0.0013168793947215826 0.0018365850783652613 0.0017071438622906498 0.0011011776222176186 0.0067397658018393302 0.0017088872646695554 0.0025141441551479451 0.030865087803665148 0.0010368794973203421 0.0046239358257409427 0.0011048422498323154 0.0019754692401647844 0.0023808449929632039
leaf_count=159 165 17 185 226 23 28 167 119 157 74 35 28 72 12 11 12 244 15 47 37 14 98 46 109 658 14 34 162 28 125
internal_value=0 -1.49716e-05 1.90549e-05 8.16242e-05 0.00013595 -0.00195503 0.000207888 -0.000129788 3.33524e-05 0.00018429 0.000276259 0.000406835 0.000685518 -0.000797548 0.000972878 0.000338286 0.000827673 0.00208476 0.00250854 -0.00178709 0.00109937 0.0013626 0.000501177 0.000615455 0.000755463 -0.0013996 0.000951813 0.00067119 0.00141992 0.000817653
internal_weight=0 0.106795 0.105782 0.102532 0.101094 0.0032498 0.0982313 0.0575468 0.0541466 0.0509788 0.0498103 0.0475838 0.0406845 0.00660355 0.0340809 0.0216974 0.0176365 0.0123835 0.0110666 0.00406094 0.0166352 0.015534 0.0465244 0.0448155 0.0425257 0.00355102 0.0389747 0.0343508 0.00356265 0.0332459
internal_count=3121 2956 2939 2752 2567 187 2341 1584 1465 1308 1234 1199 757 112 645 416 367 229 214 49 356 342 1171 1125 1102 123 979 945 40 783
is_linear=0
shrinkage=0.0037357


Tree=792
num_leaves=31
num_cat=0
split_feature=1429 15 11 16 3 0 4 160 1 1374 12 3 160 12 1 1 1 15 15 151 2 49 47 151 1 13 16 1 0 0
split_gain=0.000877724 0.000979348 0.00103609 0.00125367 0.00115264 0.00134819 0.00128585 0.00121707 0.00134931 0.00155113 0.00157026 0.00183316 0.00161508 0.0012179 0.00223457 0.00139427 0.00142486 0.00146814 0.00242248 0.00226222 0.00137 0.00120041 0.00138643 0.00155859 0.00151179 0.0014255 0.00128097 0.00116374 0.00109894 0.00157047
threshold=-1.0000000180025095e-35 -0.46743999999999997 0.081790000000000015 -0.39185999999999993 -0.14186499999999996 0.18019500000000002 -0.49013999999999996 -0.51745999999999992 0.094385000000000011 -0.094929999999999987 0.10711000000000002 0.092670000000000016 0.10210000000000001 0.092355000000000007 0.090405000000000013 0.092695000000000013 0.092390000000000014 -1.0000000180025095e-35 -0.094549999999999981 -0.0064299999999999991 0.092235000000000025 -0.24768999999999997 0.092530000000000015 0.056735000000000001 0.12408500000000001 -0.041739999999999992 -0.25582999999999995 0.11212500000000002 -0.13843999999999998 -0.084269999999999984
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 4 -4 6 7 -3 -6 9 -9 11 12 13 15 -15 16 17 18 19 -11 28 -10 23 26 -24 -26 -23 -25 -19 -30
right_child=1 2 3 -5 5 -7 -8 8 21 10 -12 -13 -14 14 -16 -17 -18 20 -20 -21 -22 22 24 27 25 -27 -28 -29 29 -31
leaf_value=-0.0023954848717732888 0.0028294777032122197 -0.00063099832508874967 0.00059089548881100667 -0.0031106196062667224 -0.0038110809062112199 0.0035362482214797496 0.0027682167700952501 -0.0038118255546502502 -0.0024353701973764083 0.0018188945594853419 -0.0038116610603393347 0.0017093239250852155 -0.0038112845377914952 -0.0030647656316231662 0.0026080689902287586 -0.0033955886034117747 0.003814277227389778 0.0023956821629872991 -0.0032314329339844191 -0.0038107925300355974 0.0024913264517618001 -0.00035475970223577095 -0.0014520502330418396 0.0010723106945540351 0.0036726053506287346 -0.00034918694008639564 0.0025505600922487858 -0.0027452435252239889 -0.0022400924196934041 0.00055395365329625914
leaf_weight=0.0022658543556062219 0.0017484712116626602 0.0025347615418809255 0.0021982031237257615 0.0033579121175506535 0.0012874364797381679 0.00147802084300963 0.0044565227794350895 0.001933929040276893 0.0018799445712147636 0.0043332597207026424 0.0018154708835558244 0.0063261784262635947 0.0020253898121787009 0.0048465041272507383 0.001272985359076273 0.001701120940481359 0.0014658808486274202 0.0024446202363605932 0.0046627042478091206 0.0013621268966588218 0.0042554390994382621 0.0027336036547858074 0.0070329705865361802 0.0027525934589220915 0.0021104508295195501 0.0032502919937655861 0.011360374545091648 0.0020030952896945564 0.0044057391067173655 0.0086661641260903661
leaf_count=154 118 19 35 95 121 9 107 38 17 50 158 51 133 288 56 15 4 12 302 105 43 81 115 31 31 33 294 22 271 313
internal_value=0 2.35146e-06 -4.71029e-05 -0.00164616 4.70157e-05 -7.2066e-05 0.0015358 -0.000134131 -7.82028e-05 -0.000463971 -0.000333394 -0.000201199 -0.000492843 -0.000322328 -0.00188469 -3.51886e-05 0.000145735 -3.27462e-05 -0.00119484 0.000472481 0.000576049 0.000521792 0.000699728 0.00135059 -0.000290174 0.00123414 0.00198706 -0.000535642 5.07796e-05 -0.000387748
internal_weight=0 0.101702 0.0999537 0.00555612 0.0943976 0.0874063 0.00699128 0.0859283 0.0846408 0.0515175 0.0495836 0.0477681 0.0414419 0.0394165 0.00611949 0.0332971 0.0315959 0.0301301 0.0103581 0.00569539 0.019772 0.0331233 0.0312434 0.0188497 0.0123937 0.00536074 0.014094 0.00475569 0.0155165 0.0130719
internal_count=3121 2967 2849 130 2719 2593 126 2584 2463 1839 1801 1643 1592 1459 344 1115 1100 1096 457 155 639 624 607 428 179 64 375 53 596 584
is_linear=0
shrinkage=0.00381041


Tree=793
num_leaves=31
num_cat=0
split_feature=1213 3 4 480 133 52 375 43 403 52 52 151 1 52 159 0 4 1 4 3 457 16 2 1374 4 3 15 50 16 474
split_gain=0.000843959 0.00107998 0.000898504 0.00100648 0.00103396 0.00135468 0.000883906 0.0012817 0.00116143 0.000910406 0.00133986 0.00135494 0.00129075 0.00172931 0.00158184 0.00188505 0.00148171 0.00142191 0.00218285 0.00223302 0.00128517 0.00141839 0.00185942 0.00169278 0.00157805 0.00112568 0.00138032 0.0010782 0.00107312 0.000957056
threshold=-1.0000000180025095e-35 -0.12018999999999998 0.51303500000000013 0.084710000000000021 -0.25159999999999993 -0.53299999999999992 0.087420000000000012 0.12450000000000001 -0.16567999999999997 0.15915500000000002 0.14295500000000003 -0.24462999999999999 0.103565 0.11434500000000002 0.094385000000000011 -0.077999999999999986 -0.49013999999999996 1.0000000180025095e-35 -0.013514999999999998 -0.084074999999999997 -0.0029299999999999994 -0.056919999999999991 0.073895000000000002 -0.094929999999999987 -0.010655 -0.15447499999999995 -0.094549999999999981 0.077545000000000017 -0.087659999999999988 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -2 -6 7 8 -7 10 11 -10 13 14 15 17 -17 18 19 -13 -19 23 -23 -22 -24 -11 -27 29 -25 -14
right_child=2 -3 -4 -5 5 6 -8 -9 9 25 -12 12 27 -15 -16 16 -18 20 -20 -21 21 22 24 28 -26 26 -28 -29 -30 -31
leaf_value=0.00051520221850638126 -0.0016379508698211261 -0.0027214063971880142 0.0023815019629651181 -0.0019724308024279789 -0.0027214530582434669 -0.0025590156850468062 -0.002257092211744314 0.001470105023337332 -0.0023168102182026837 0.0016809122946373563 0.0026657713091661965 -0.002721412514127343 -0.0019375664157230057 -0.0027222928287567003 -0.002169372047576377 -0.00043540367254012684 0.0015575911662078215 -0.0015092229090653297 -0.0027218522247571719 0.00098040941601044247 -0.00099572466795461081 -0.002721687788571998 -0.0013157553485753629 0.0022527303749952949 0.0022104287032863449 0.0011119208903696749 -0.0021031036474391512 0.0025903526705098887 0.00032923076563642922 0.00064939072736711631
leaf_weight=0.0012798707702899037 0.0026987022402433771 0.0018920309975651852 0.0011698367185459793 0.0019120176676379321 0.0012683053843414163 0.0012345014346752939 0.0011524338010957527 0.0050696087414792137 0.0016359840507504933 0.0010765390207012615 0.0015786552996814853 0.0016840351656366324 0.0011137707823536394 0.0017585852283872319 0.002305388813935493 0.0038695515341231621 0.0096548635239166597 0.0028899868322866942 0.0037438574156691802 0.0042572033715657653 0.0024847802469594163 0.0020650908482764416 0.0018331699045823768 0.0057636222092014569 0.0019285569433122873 0.0012865843567144708 0.0042739007645806728 0.0020343022977939986 0.0034236713447057818 0.021535519829576799
leaf_count=28 160 463 121 219 175 225 21 43 65 16 11 134 6 15 146 25 152 36 173 60 15 51 30 56 14 35 210 44 39 333
internal_value=0 -0.00141543 1.10931e-05 -1.79334e-05 2.19831e-05 7.12522e-05 0.00011076 0.000141593 6.08681e-05 0.000100215 0.000185093 0.00013216 0.000187539 -7.40379e-05 2.74174e-05 0.000143579 0.000987363 -0.000235875 -0.0010944 -6.88665e-05 0.000171941 0.000449589 -0.000646939 0.000996987 0.000492044 -0.000866097 -0.00135921 0.000692627 0.00153593 0.000522178
internal_weight=0 0.0031719 0.096703 0.0955332 0.0936212 0.0909225 0.0896542 0.0885017 0.0834321 0.0821976 0.0755606 0.0739819 0.072346 0.0476624 0.0459038 0.0435984 0.0135244 0.030074 0.0096851 0.00594124 0.0203889 0.0174989 0.00582682 0.0116721 0.00376173 0.00663702 0.00556049 0.0246836 0.00918729 0.0226493
internal_count=3121 491 2630 2509 2290 2130 1955 1934 1891 1666 1405 1394 1329 946 931 785 177 608 367 194 241 205 95 110 44 261 245 383 95 339
is_linear=0
shrinkage=0.00272125


Tree=794
num_leaves=31
num_cat=0
split_feature=401 122 124 123 483 376 133 453 104 4 158 48 14 1374 155 1211 15 15 128 43 4 0 130 132 160 48 41 15 1 15
split_gain=0.000823205 0.000788608 0.00108996 0.0011024 0.00112578 0.00102784 0.000950782 0.000921499 0.000833386 0.000877918 0.0014076 0.00116868 0.00194412 0.00115961 0.00117625 0.00118077 0.00104131 0.00121097 0.00178356 0.00104052 0.00309467 0.0018451 0.00138718 0.00132325 0.0013001 0.00134161 0.00110045 0.00119845 0.00179232 0.00168607
threshold=0.10076500000000001 0.10544500000000001 0.11040000000000001 1.0000000180025095e-35 0.096190000000000012 0.086335000000000009 -0.080849999999999991 0.093145000000000019 0.077525000000000011 0.27287000000000006 0.085900000000000018 0.12230500000000001 -0.46885499999999997 0.093235000000000012 0.088610000000000008 1.0000000180025095e-35 -0.13578499999999996 -0.10653 0.086435000000000012 -0.17390999999999998 -0.49405499999999997 0.041630000000000007 -1.0000000180025095e-35 0.093160000000000007 -0.098904999999999979 -0.09386499999999999 0.077300000000000021 -0.0063699999999999989 0.083135000000000014 0.040760000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 7 -5 8 9 10 13 12 -11 14 15 16 -1 -18 19 22 -21 23 -19 24 -22 -26 27 28 -27 -29
right_child=-2 -3 -4 6 -6 -7 -8 -9 -10 11 -12 -13 -14 -15 -16 -17 17 18 -20 20 21 -23 -24 -25 25 26 -28 29 -30 -31
leaf_value=-0.0020846151695005357 -0.0036642895220047639 -0.0035266169624024067 0.0032828911963675312 -0.001873775253189265 -0.0039011217942265578 -0.0040510702356014233 0.0023134807652532342 -0.0039685444923089801 -0.0035055052335118391 -0.0014529524621514822 -0.0029463154565292559 -0.0025842134061254993 0.0033398202254356969 -0.0041254021818860395 -0.0041249680902391518 -0.0041247609844888662 0.003088880768004388 -0.0014192090173556771 -0.0041251981970881497 -0.0040481322950801308 -0.002617462127607956 0.0026601282124888463 0.0029829577645636078 -0.0039895289520313461 -0.0041253833242170072 -0.0033246825166171369 -0.0036589564028314345 0.0029793897947272946 0.00040233474040271674 0.00047815946738878818
leaf_weight=0.0031474399118334153 0.0010604323372538351 0.0010726002237788626 0.001720349068037307 0.0011114090497130746 0.0013434449241067617 0.0011029069391312865 0.0054273755041087659 0.001005036766059674 0.0011345860739808691 0.0020211814087360835 0.0028202871573688162 0.0011149873066642613 0.0050051698506550224 0.0011264771650161256 0.0011064687726651803 0.0010756836357899138 0.0026247357308761812 0.0016179634883357608 0.0015603474432488431 0.0028273062146695191 0.0025590656552108007 0.0054180077080303582 0.0049224156965763646 0.0012995633163299649 0.0010787195863031221 0.0025481807098532939 0.0010358877983662742 0.0069920739641027461 0.015837523765497963 0.013316057781407764
leaf_count=116 165 9 27 24 169 11 225 26 16 24 218 13 166 25 171 167 27 45 141 66 178 46 42 71 17 247 28 61 125 455
internal_value=0 -1.00595e-05 3.01092e-05 -3.05971e-05 -0.000155229 -9.55313e-05 0.00160177 -4.30933e-05 4.90792e-06 5.40454e-05 -8.93878e-05 0.00133864 0.00196114 2.5563e-05 9.33627e-05 0.000162142 0.00023119 0.000345726 0.000227718 0.000341961 0.000150123 0.000387115 0.00189395 0.000111404 0.000234294 0.000413125 0.000536353 0.000648667 -0.000114214 0.00133933
internal_weight=0 0.0949733 0.0939007 0.0921803 0.0856415 0.0842981 0.00653878 0.0831952 0.0821901 0.0810555 0.0729142 0.00814134 0.00702635 0.0700939 0.0689674 0.067861 0.0667853 0.0636378 0.0610131 0.0594528 0.0529124 0.0500851 0.00654038 0.0446671 0.0433675 0.0408084 0.0397297 0.0386938 0.0183857 0.0203081
internal_count=3121 2956 2947 2920 2671 2502 249 2491 2465 2449 2246 203 190 2028 2003 1832 1665 1549 1522 1381 1294 1228 87 1182 1111 933 916 888 372 516
is_linear=0
shrinkage=0.00412451


Tree=795
num_leaves=31
num_cat=0
split_feature=12 3 49 49 43 122 43 3 1 15 43 15 15 3 15 52 1213 43 11 403 15 160 15 156 3 150 157 453 151 16
split_gain=0.00302039 0.00480479 0.00534861 0.00399306 0.00369502 0.00457965 0.00440202 0.00317586 0.00274404 0.00394017 0.00355971 0.0023954 0.00402443 0.00590377 0.00551619 0.00425998 0.0034576 0.00298836 0.00297837 0.00283566 0.00396993 0.00254531 0.00378902 0.00227854 0.00296301 0.00452178 0.00260616 0.0035097 0.00320806 0.00350704
threshold=0.084100000000000022 0.10732000000000001 -0.14917999999999998 -0.24768999999999997 -0.043144999999999996 1.0000000180025095e-35 -1.0000000180025095e-35 -0.016324999999999996 0.091450000000000017 -1.0000000180025095e-35 -0.095049999999999982 0.091915000000000011 0.088235000000000022 -0.10519499999999998 -0.053579999999999996 0.091820000000000013 -1.0000000180025095e-35 0.08845500000000002 0.081790000000000015 0.03138500000000001 0.091295000000000015 0.032695000000000009 -0.055554999999999993 0.091255000000000017 0.090900000000000009 0.087380000000000013 -0.077809999999999976 1.0000000180025095e-35 -0.024429999999999997 -0.071854999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 -1 5 8 -6 -8 9 -5 -11 12 13 17 21 16 -14 18 -4 20 -18 22 -15 24 25 -9 -26 28 -28 -30
right_child=1 -3 11 4 6 -7 7 23 -10 10 -12 -13 15 14 -16 -17 19 -19 -20 -21 -22 -23 -24 -25 26 -27 27 -29 29 -31
leaf_value=-0.00092539582576728677 0.00036326139139275743 0.00043605816557022378 0.0004820761044866123 -0.00088277626741269024 -0.00086213575642856495 -0.00089161621620802666 0.00058986937380930667 -3.4861021671825262e-06 0.00073638620005766651 -9.7966903562685126e-05 0.00097221873926114325 -0.00083988332688592982 -0.0010002082726286773 -0.00071387832949044181 -0.0010005829465982645 -0.0010002858973348747 -0.0010002823774100946 -0.00071462627567942135 -0.00026280946337545923 0.00098519781462075621 0.00084555076482668932 0.00032682300679060677 0.00078887986029129787 -0.0005262215930597208 0.00078325614648163213 -0.00095592701613179672 0.00076698604471300987 -0.00085808634312543191 0.0003339953620604623 -0.00037190726895270976
leaf_weight=0.003983161821452085 0.0132405142198877 0.012136394581489185 0.011833205351052811 0.0029380481862446581 0.0057065515335565911 0.002680130023009041 0.009522867341388519 0.021923572664803714 0.017684329296656642 0.0066211061392777992 0.0058592306977516273 0.0080066620038223846 0.0015427214227088379 0.010895992481920302 0.019554521144108605 0.0025561160764766546 0.0021821502799070913 0.0049853373848236507 0.0098264475726637102 0.0071992407913512579 0.0025008252766838268 0.0055668872226064528 0.0019834818392610041 0.0080291150393065891 0.0063906163661613382 0.0064523801769382763 0.0075706042476895155 0.0035204265091124389 0.016647120858522151 0.012195265750960978
leaf_count=21 45 30 86 118 94 10 79 83 240 27 17 393 56 466 569 62 81 22 124 9 10 118 11 77 24 14 47 19 118 51
internal_value=0 -0.000158748 -0.000229608 6.13157e-05 9.07025e-05 0.000365734 -9.7627e-06 4.29637e-05 0.000467535 0.000159171 0.000404461 -0.000318174 -0.000266366 -0.000377454 -0.000630517 0.000183004 0.000408303 -1.65371e-05 0.00014414 0.000591176 -1.45616e-05 -0.00023822 -0.000482449 -1.99901e-05 3.44221e-05 -0.000220061 0.000190306 9.54156e-05 0.000187601 3.55225e-05
internal_weight=0 0.11401 0.101874 0.137725 0.133741 0.0357828 0.0979585 0.092252 0.0331027 0.0154184 0.0124803 0.0886336 0.0806269 0.0646459 0.0380009 0.0159811 0.0134249 0.026645 0.0216597 0.0118822 0.00468298 0.0184464 0.0128795 0.0827291 0.0747 0.028376 0.046324 0.0399334 0.036413 0.0288424
internal_count=3121 2082 2052 1039 1018 412 606 512 402 162 44 2007 1614 1396 1164 218 156 232 210 100 91 595 477 433 356 97 259 235 216 169
is_linear=0
shrinkage=0.00100006


Tree=796
num_leaves=31
num_cat=0
split_feature=1 12 40 14 51 50 133 401 129 129 42 0 12 3 160 48 12 48 15 3 4 4 16 47 50 48 48 16 2 128
split_gain=0.0025024 0.00282864 0.00369417 0.00262561 0.00265518 0.00274333 0.00339465 0.00336783 0.00248511 0.0029833 0.00285986 0.00313974 0.00323336 0.00297062 0.00319703 0.002629 0.00367255 0.00420488 0.00385142 0.00476928 0.00309125 0.00295971 0.00595159 0.00247225 0.00363504 0.00284353 0.00365211 0.00421286 0.00472806 0.0035255
threshold=0.10060500000000001 -0.064509999999999984 0.57330500000000006 0.062655000000000016 -0.10748999999999999 0.088425000000000017 -0.16927999999999996 0.083100000000000021 0.093925000000000008 0.092550000000000007 0.11275500000000001 0.18019500000000002 0.10711000000000002 0.10299500000000002 0.099315000000000014 0.092475000000000016 0.084100000000000022 0.085845000000000019 0.088345000000000021 -0.097604999999999983 -1.0000000180025095e-35 -0.084134999999999988 -0.43320999999999993 0.096475000000000019 0.11610000000000001 -0.086869999999999989 0.12879500000000002 0.042200000000000008 0.113445 0.084155000000000021
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 4 -1 7 -7 8 9 10 11 12 13 14 15 16 17 20 19 -18 -6 -20 -23 24 25 -3 27 29 -29 -27
right_child=1 23 -4 -5 5 6 -8 -9 -10 -11 -12 -13 -14 -15 -16 -17 18 -19 21 -21 -22 22 -24 -25 -26 26 -28 28 -30 -31
leaf_value=-0.0012436421279795253 0.001000657808178491 -0.00071797760979639108 -0.0012443611558376206 -0.00124370711521038 0.00074069322436108251 0.00077269679404731804 -0.0011584983011738229 -0.0012066489058494547 -0.0012436893111035289 0.0012255097395326758 -0.0012437900004079478 0.00074054144307325262 -0.0012444373352113059 0.00064798469008005895 -0.00083874401099052489 0.00061196387385610204 -4.9439784435625123e-06 -0.00071217679231357881 0.0011523252966158875 -0.0012438329552524247 -9.7184342155813078e-05 0.00087756309485718942 -0.0012438152792795545 -0.00029605342339534342 -0.0012437149341642799 0.0010669080647936662 -0.00041673908755636413 -0.00075086582715906539 0.0010153869558905966 -0.00059096119286932412
leaf_weight=0.003123394967946779 0.0095092083657419835 0.0038452571453717601 0.0012865843964391397 0.0032442260398113367 0.016915897257735679 0.0017723602858410459 0.0068330484020542315 0.0036649936198891444 0.0024144703515247548 0.0031436532835584776 0.0027990420317252065 0.0088041776252794079 0.0033015276798522555 0.010002187489590142 0.0075866235327879386 0.0097116586319145881 0.0082784526366026442 0.0064051174383621392 0.0034100121442079976 0.011448608478772833 0.011393618809961481 0.003929712198441849 0.004263001968034529 0.021824667266230335 0.0024942479494711725 0.01915698620832984 0.0068773249390687843 0.0062028419844182281 0.0037660401966377322 0.0022122492950984443
leaf_count=189 249 18 3 88 140 41 374 177 87 6 94 22 63 29 109 87 59 25 16 458 71 5 195 137 27 191 22 93 38 8
internal_value=0 0.000142819 0.000733109 -0.000138866 -0.000111123 -8.3067e-05 -0.000760752 -3.34235e-05 4.3583e-06 3.141e-05 -3.26761e-06 2.96604e-05 -3.50986e-05 7.67464e-06 -6.91707e-05 7.8985e-06 -8.09277e-05 0.000197629 -0.00038958 -0.000723934 0.000403476 0.000178891 -0.000226276 4.68158e-05 0.000214766 0.000301255 0.000403811 0.000583886 -8.36116e-05 0.000895277
internal_weight=0 0.0771754 0.0107958 0.132446 0.129202 0.126078 0.00860541 0.117473 0.113808 0.111393 0.10825 0.105451 0.0966464 0.0933449 0.0833427 0.0757561 0.0660444 0.0347146 0.0313298 0.0197271 0.0283095 0.0116027 0.00819271 0.0663796 0.0445549 0.0420607 0.0382154 0.0313381 0.00996888 0.0213692
internal_count=3121 786 252 2335 2247 2058 415 1643 1466 1379 1373 1279 1257 1194 1165 1056 969 236 733 517 211 216 200 534 397 370 352 330 131 199
is_linear=0
shrinkage=0.00124344


Tree=797
num_leaves=31
num_cat=0
split_feature=14 157 1213 1429 1456 3 157 0 1 48 0 13 43 15 15 2 15 48 457 14 129 15 12 15 51 1 160 52 52 4
split_gain=0.0007845 0.000977853 0.00130074 0.00123631 0.00113424 0.00110131 0.000986206 0.000937023 0.00128321 0.00216602 0.00153353 0.00138863 0.00188842 0.00155588 0.00195436 0.00127325 0.00176511 0.0015324 0.00136767 0.00168669 0.00104217 0.00103301 0.00101768 0.00214577 0.000913045 0.000910612 0.000853964 0.00137936 0.00132208 0.00149596
threshold=0.076175000000000007 -0.075754999999999989 -1.0000000180025095e-35 -1.0000000180025095e-35 -1.0000000180025095e-35 0.11296500000000002 -0.084489999999999996 -0.062294999999999996 0.13842500000000005 0.12879500000000002 -0.10011499999999998 -0.0034749999999999994 0.031595000000000005 0.083935000000000023 -0.090344999999999995 0.090310000000000015 0.099260000000000015 0.085325000000000012 -0.068264999999999978 -0.10708499999999999 0.090950000000000017 -0.053579999999999996 0.088305000000000008 0.084050000000000014 0.08955500000000001 0.10920500000000001 -0.013904999999999999 0.11434500000000002 0.096795000000000006 -0.49013999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 -3 -4 -5 6 -1 8 9 10 15 12 13 14 -12 17 18 -6 -17 -20 -13 25 23 -15 -21 -9 -23 28 29 -28
right_child=-2 2 3 4 7 -7 -8 21 -10 -11 11 20 -14 22 -16 16 -18 -19 19 24 -22 26 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=-0.001441512936233687 -0.0022131352323860008 -0.0032699562655279023 -0.0038119574362211355 -0.0031518810090969884 0.0002321921535262532 0.0037946866933777049 0.0016138545967178887 -0.00010495170285755466 0.0033696544800594298 -0.0035336644414482527 0.0017415340403347829 -0.0032918442269812432 -0.0035889817525675428 0.0036231021187061877 -0.0026558537739053349 -0.001093807709978414 -0.002857404794588863 -0.0028009194292542756 -0.0022219006233685484 0.002988119100264061 0.0009803286212185635 0.0022017568485124392 0.0027691992958848409 -0.0038108386224445122 0.00074668328515764039 0.0037682934669099255 -0.0027340579378304719 -0.0028828683685586482 0.0023952898108157831 0.00058332286849875951
leaf_weight=0.0024085993298941233 0.0023685674138746995 0.001857492633106971 0.0012463990260176408 0.0016126550512360885 0.010616423977083393 0.0018999511867150431 0.004223452429952701 0.001316906440148812 0.0014342491150411965 0.0028207165744476006 0.0022961468163797943 0.0046378684959966837 0.0021716534399880425 0.0010349094307997575 0.0040658491640361855 0.0026139450755593404 0.0015164120412691764 0.0031319315092659403 0.0013024524530464978 0.0089965518838823789 0.0010095121776494409 0.0030572401569735055 0.0039806140330682638 0.0012382965896762244 0.0037337546510229922 0.0026643610785264116 0.0026466463342025275 0.0020899701610233015 0.0036861594744550539 0.007761906714634394
leaf_count=232 101 463 87 180 68 15 139 37 60 42 157 204 142 6 217 40 15 32 15 170 38 37 173 104 34 120 68 12 18 95
internal_value=0 7.52526e-06 -0.000116551 -4.57094e-05 1.19332e-05 0.00123696 0.00050422 7.58502e-05 -0.000188589 -0.000281098 -0.000105831 -0.000920841 -0.000307 0.000257951 -0.00106877 0.000416069 0.00107826 -0.000458763 0.00143678 0.00190816 -0.00252816 0.000720362 0.00160762 -0.000426431 0.00233071 0.00248712 0.00035481 5.92688e-06 0.000434279 -0.000260208
internal_weight=0 0.093073 0.084541 0.0826835 0.0814371 0.008532 0.00663205 0.0798245 0.0566013 0.055167 0.0523463 0.0204349 0.0147875 0.0126158 0.006362 0.0319115 0.0181631 0.0137484 0.0166467 0.0140328 0.00564738 0.0232232 0.00625382 0.00227321 0.0127303 0.00398127 0.0192419 0.0161847 0.0140947 0.0104086
internal_count=3121 3020 2634 2171 2084 386 371 1904 1517 1457 1415 1041 799 657 374 374 274 100 259 219 242 387 283 110 204 157 230 193 181 163
is_linear=0
shrinkage=0.00381041


Tree=798
num_leaves=31
num_cat=0
split_feature=42 123 43 1365 481 33 9 1374 133 156 51 474 159 484 39 13 13 43 159 1213 48 48 1374 160 2 43 4 0 1 3
split_gain=0.00266344 0.00312619 0.00345584 0.00341738 0.00324529 0.00304537 0.00463754 0.0033254 0.00317936 0.00335576 0.00379529 0.00306108 0.00304901 0.00296692 0.00304825 0.00248341 0.00368376 0.00339325 0.00321176 0.00307113 0.00270408 0.00456372 0.00384125 0.00348925 0.00246495 0.00223479 0.00462609 0.0021729 0.00290465 0.00450846
threshold=-1.0000000180025095e-35 0.08592000000000001 0.28064000000000006 1.0000000180025095e-35 -0.053799999999999994 -0.0066799999999999993 0.088235000000000022 0.10637000000000001 0.10722500000000001 0.091255000000000017 -0.076794999999999988 0.089745000000000019 0.088450000000000015 0.085515000000000022 0.16946000000000003 -0.53104499999999988 -0.23438999999999996 0.24789500000000006 0.091530000000000014 0.04198000000000001 0.12649500000000002 0.093265000000000015 -0.094929999999999987 -0.40698999999999991 0.10672500000000001 -0.50216499999999986 -0.42529999999999996 -0.040504999999999992 0.077565000000000009 -0.084074999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=13 3 -3 4 -2 -6 7 8 9 11 -11 15 -12 14 -1 -7 -17 18 19 20 21 22 -18 -24 -10 -25 -27 28 29 -28
right_child=1 2 -4 -5 5 6 -8 -9 24 10 12 -13 -14 -15 -16 16 17 -19 -20 -21 -22 -23 23 25 -26 26 27 -29 -30 -31
leaf_value=-0.00055666093278512524 -0.0013461498338462009 0.0012774345171323049 -0.0013465191291322752 -0.0012041968815683327 -0.0010686742422093432 -0.00086236315589113442 0.0012027997036034347 -0.0011025794820790974 -0.0013465470459968073 -0.0011319767434504911 -0.0013464256536380428 -0.0013461373057816178 0.0013464688609757308 0.0009360010240454669 0.0013470440868721296 0.00094427036681253996 -0.00087339225991971321 -0.0013462389468826674 -0.00091850496480059499 -0.00090383974167959462 -0.0003942627418600391 0.0010179295043136886 -0.0011399033345251281 0.0012929342330263217 0.000355112650536255 -0.0011327219348225407 -0.0013464571126817855 0.0010184265229900233 0.00046543918817914561 0.00018918701436231481
leaf_weight=0.033292261187526151 0.0030783716271969288 0.0062323957594543336 0.001064592454895319 0.0041969187186339232 0.0043216992061161355 0.003998507683263596 0.0063657055708858925 0.0045492008571272882 0.0049182770882190132 0.0077522476698774767 0.0010891478484893469 0.0024095162714132803 0.0025333415720751873 0.0029507837580950982 0.0015967998770065597 0.011469846997584909 0.0055250937343771503 0.0026946733608497189 0.0046422230303875258 0.0042342758698907792 0.010338921876154927 0.014887116304649339 0.0030080238375731474 0.0041953180480049914 0.00224649172679392 0.0039613829256950192 0.0044203608634205546 0.0080924707124268302 0.046642271748623898 0.015997632479276547
leaf_count=815 253 146 8 59 28 12 46 25 189 121 47 76 28 45 2 85 40 37 107 56 34 90 71 8 33 47 85 47 272 209
internal_value=0 3.02922e-05 0.000894613 -3.33243e-06 2.41523e-05 4.75491e-05 7.49624e-05 3.26322e-05 6.39202e-05 0.000103713 -0.00060052 0.000158385 0.000536816 -0.000359928 -0.000469532 0.000183541 0.000213389 0.000148222 0.000180197 0.000222244 0.000262973 0.00032664 0.000214586 0.000284227 -0.000812997 0.000335647 0.000284883 0.000359607 0.000280104 -0.00014327
internal_weight=0 0.194866 0.00729699 0.187569 0.183372 0.180294 0.175972 0.169606 0.165057 0.157892 0.0113747 0.146518 0.00362249 0.0378398 0.0348891 0.144108 0.14011 0.12864 0.125945 0.121303 0.117069 0.10673 0.0918426 0.0863175 0.00716477 0.0833094 0.0791141 0.0751527 0.0670603 0.020418
internal_count=3121 2259 154 2105 2046 1793 1765 1719 1694 1472 196 1276 75 862 817 1200 1188 1103 1066 959 903 869 779 739 222 668 660 613 566 294
is_linear=0
shrinkage=0.00134594


Tree=799
num_leaves=31
num_cat=0
split_feature=122 123 1456 1 44 42 48 1 148 2 4 156 48 1374 0 13 13 160 3 2 0 2 52 0 0 43 2 15 15 133
split_gain=0.000742199 0.000948988 0.000968736 0.00098202 0.0017081 0.00122062 0.00120296 0.0015885 0.00184852 0.00189244 0.00157346 0.00123412 0.00103434 0.00166313 0.00140187 0.00111179 0.00178365 0.00130695 0.00101488 0.0020502 0.00130142 0.00129914 0.00212035 0.00177812 0.00208648 0.00178571 0.00120082 0.000984859 0.000944213 0.000876953
threshold=0.10544500000000001 1.0000000180025095e-35 0.075120000000000006 0.14000500000000002 1.0000000180025095e-35 -0.11051499999999999 0.12649500000000002 0.104035 -0.07990499999999999 0.10467500000000002 0.09173000000000002 0.11896500000000002 0.093265000000000015 -0.094929999999999987 -0.23091999999999999 -0.53104499999999988 -0.47860499999999995 0.10210000000000001 -0.10831999999999999 0.092365000000000017 -0.10011499999999998 0.089885000000000007 0.08976000000000002 -0.084269999999999984 -0.083914999999999976 -0.17390999999999998 0.091055000000000011 0.079055000000000014 -0.11713499999999999 -0.080849999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 -1 7 12 -9 10 -10 -11 13 -7 -15 -16 -17 18 27 20 26 22 23 -22 -25 -26 -20 -18 -12 -3
right_child=-2 29 -4 -5 -6 6 -8 8 9 11 28 -13 -14 14 15 16 17 -19 19 -21 21 -23 -24 24 25 -27 -28 -29 -30 -31
leaf_value=-0.0027432440842196262 -0.0031605564988921382 -0.0016366013561749 -0.0037359390757843738 0.0019455795459107938 -0.0033697086118710477 -0.0037369196007247555 -0.0020799298099532736 -0.003486719539496854 -0.0024431355972863973 0.003213814583234915 -0.00091698683052363191 -0.0012078352086390134 0.0014763185524956548 0.00288133006775381 -0.0037370842925241168 0.0031471635231464677 0.0013415861220340533 -0.0032587817814480149 0.00015659941562244059 -0.0024580939589205508 -0.0037360238964885824 -0.0037366171480062754 0.0019912913886819187 0.0032361074520734288 0.0019266961918683642 -0.0034871985947232688 0.0030607272649438508 -0.0017458334944311792 0.0021039974461848731 0.001982713893740579
leaf_weight=0.0022969451809409227 0.001054877106867024 0.0011283306485552203 0.0010183379162613795 0.003242472488091507 0.0022373891517304392 0.0019461403789762235 0.0036258724106659193 0.0011604268048586155 0.0023333730604804259 0.0072390565189550671 0.0021348433006949108 0.0010029549847914154 0.0047296411099502214 0.0019583270360676785 0.0013106900630646115 0.0020618971539079203 0.008035064424838357 0.0021353570505286959 0.0076664449954648578 0.006493850730469041 0.0029839116316061516 0.0018684472687322548 0.0036523311640888076 0.0017357171761318464 0.0012696814727632972 0.0025736125681348702 0.0026820920813293014 0.0017571920806815919 0.0044606196953509425 0.0054317002978798703
leaf_count=151 9 25 238 91 37 39 44 14 94 160 38 27 135 22 7 9 105 113 70 377 319 91 190 18 11 350 12 64 26 235
internal_value=0 -9.16832e-06 -0.000114095 -7.04953e-05 -0.000150851 -5.98201e-05 2.04178e-05 0.000124468 0.00107654 0.00138493 0.000193392 0.00267575 -0.00019366 -0.000351216 -0.00021447 -0.00034562 -0.000246653 -0.000409946 -0.000260547 -0.000592413 -9.65327e-05 -0.000835592 -0.00039185 -0.00140833 -0.00016337 -0.00169865 0.00090928 0.000787558 0.00112615 0.00136019
internal_weight=0 0.0921727 0.0856127 0.0845944 0.0813519 0.0791145 0.0768175 0.0731917 0.0183313 0.0171708 0.00892884 0.00824201 0.0548604 0.0501308 0.0481846 0.0462263 0.0449156 0.0428537 0.0407183 0.0309261 0.0244322 0.0140837 0.0122153 0.00856292 0.00557901 0.00384329 0.0103485 0.00979226 0.00659546 0.00656003
internal_count=3121 3112 2852 2614 2523 2486 2335 2291 359 345 158 187 1932 1797 1758 1736 1729 1720 1607 1438 1061 979 888 698 379 361 82 169 64 260
is_linear=0
shrinkage=0.0037357


Tree=800
num_leaves=31
num_cat=0
split_feature=52 14 376 157 4 1213 1 39 151 1 48 159 42 133 33 457 160 52 133 151 133 1 42 4 42 12 1 43 4 15
split_gain=0.00234031 0.00348955 0.00296892 0.00294146 0.00280193 0.00274292 0.00264675 0.00243917 0.00224557 0.00316319 0.00333546 0.00286284 0.00290498 0.00269835 0.00251211 0.00255826 0.00270246 0.00265481 0.00451051 0.00298892 0.00255152 0.00298622 0.00236175 0.00293737 0.00324667 0.00198433 0.00267799 0.00293083 0.00316027 0.00298826
threshold=-0.24164999999999998 0.076175000000000007 0.048375000000000008 -0.075754999999999989 -0.16363499999999997 -1.0000000180025095e-35 1.0000000180025095e-35 -0.086709999999999982 0.086470000000000005 0.14000500000000002 0.12879500000000002 0.11361500000000001 -1.0000000180025095e-35 0.14779000000000003 -0.0066799999999999993 -0.0029299999999999994 -0.092929999999999985 0.11434500000000002 -0.25159999999999993 -0.19763499999999998 -1.0000000180025095e-35 0.10089500000000001 -0.088669999999999985 -0.084369999999999987 -0.11051499999999999 0.11527000000000001 0.10374500000000002 -0.15582499999999996 -0.49405499999999997 0.091475000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 -5 -6 -4 9 10 11 12 22 14 -14 16 -16 18 -17 -19 -21 -22 23 -7 -25 26 27 -20 -29 -30
right_child=1 -3 7 5 6 8 -8 -9 -10 -11 -12 -13 13 -15 15 17 -18 19 25 20 21 -23 -24 24 -26 -27 -28 28 29 -31
leaf_value=-0.00048596523303644207 -0.001268638516419709 -0.0011005525024124023 -0.00049450028256526788 -0.0010978933722426017 -0.00044854726584007975 -0.0012686674294133744 0.00092123539568879028 0.00097928998634825171 0.00066976716713107909 0.00097906488098282291 -0.0009775287671227261 -0.0012550021163051526 -0.0010422594056943776 -0.0012686071178972646 0.00078048422150937065 -0.0012687694636666705 -0.00084234399198413953 0.00092143381514541551 0.0011276225103962498 0.00097933283450986819 -0.0011036569548413849 0.00019819001336127254 -0.001131611173646309 -0.0008113795112826913 0.0007232264196849335 -0.00064099363170884525 0.00093411918038359594 -0.0012691349488701403 0.00036270201657069622 -0.00076989458213189382
leaf_weight=0.016841029020717713 0.001313428036894492 0.0044489208968485619 0.0022775813340558679 0.0040043933114262123 0.0027940470447447305 0.0029979843003431492 0.012078580936488947 0.0087326153217190949 0.0069467891869976475 0.0044753054601187605 0.0066924164429735802 0.0031356260072108446 0.0030670259025100668 0.0024154608962305693 0.0021044636725378041 0.0028213570882940067 0.0076554721631652001 0.0029182325270085121 0.0058959613716069717 0.0016919814998459523 0.0086561348199438726 0.0042142719321418562 0.0061423156643556345 0.0034704993704828277 0.0061432158117611371 0.0029951339042071359 0.012808547285914074 0.002306724671200285 0.039188744128484401 0.0041435302845798097
leaf_count=374 21 84 6 442 151 61 111 147 51 90 43 93 21 137 28 19 88 9 16 19 156 31 303 56 61 25 150 21 269 38
internal_value=0 8.63226e-06 3.69782e-05 -6.05878e-06 0.000507084 -6.26022e-05 0.000663901 0.00067442 -3.35883e-05 -6.9531e-05 -0.000105227 -5.84396e-05 -2.75939e-05 5.60896e-05 8.79382e-05 0.000123527 -0.000492425 0.000192121 0.000302307 -0.000250117 -0.000484891 -0.000677382 -0.000486675 -0.00017257 0.000169242 0.000368132 0.000415105 0.000286109 0.000177397 0.000254401
internal_weight=0 0.178537 0.174088 0.163078 0.0161861 0.146892 0.0148726 0.0110102 0.142887 0.13594 0.131465 0.124773 0.121637 0.102883 0.100468 0.0974006 0.00975994 0.0876406 0.07016 0.0174806 0.0145624 0.0128704 0.018754 0.0126117 0.00961372 0.0673386 0.0643435 0.051535 0.045639 0.0433323
internal_count=3121 2747 2663 2510 283 2227 262 153 1785 1734 1644 1601 1508 1027 890 869 116 753 538 215 206 187 481 178 117 519 494 344 328 307
is_linear=0
shrinkage=0.00126831


Tree=801
num_leaves=31
num_cat=0
split_feature=457 1456 1375 1 42 457 1375 15 1 11 4 3 0 16 16 2 52 16 403 457 13 133 15 4 13 4 15 4 43 42
split_gain=0.000722949 0.00130113 0.00117364 0.00131453 0.00118273 0.000903353 0.00112357 0.00105769 0.00105485 0.0014399 0.00108259 0.0013927 0.00108456 0.0015573 0.00179702 0.00143431 0.00139 0.00161381 0.00177244 0.00147817 0.00152613 0.00207751 0.00256983 0.00122894 0.00133398 0.0012361 0.00115957 0.000941123 0.000851309 0.000743308
threshold=0.080930000000000016 -1.0000000180025095e-35 -0.43996499999999994 0.090740000000000015 0.091465000000000005 -0.14941999999999997 0.086785000000000015 0.24356000000000003 0.12337000000000002 0.088215000000000002 0.27834500000000006 0.12178000000000001 0.18019500000000002 0.22339500000000004 -0.014754999999999999 0.092365000000000017 0.090645000000000017 -0.056919999999999991 -1.0000000180025095e-35 -0.0029299999999999994 0.021350000000000004 -1.0000000180025095e-35 0.088235000000000022 0.018150000000000003 -0.017449999999999997 -0.020529999999999996 -0.09551999999999998 -0.42529999999999996 -1.0000000180025095e-35 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -2 4 28 -3 7 8 9 10 12 -12 13 14 16 23 17 18 -7 -20 21 22 -21 24 -16 -26 -18 -15 -4 -22
right_child=2 5 3 -5 -6 6 -8 -9 -10 -11 11 -13 -14 27 15 -17 26 -19 19 20 29 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=-0.0032524040087998692 -0.0013802327121541728 0.0021120521283494896 -0.0019914970803366818 0.0021407189804364393 0.0031941000883923664 -0.0032523415564497935 -0.0028162959248426095 -0.0032222210900398137 0.00096723097917014657 -0.0024244008371862142 0.0023646766624271171 -0.0014816330655527319 0.0013861768890824245 -0.00040817095293742712 -0.002566342588209303 0.0022794129763078199 0.0007673806234029276 -0.002987161548897548 -0.0022036483586130784 -0.0032525802925970427 0.00036632951781215539 0.0017309870802882923 0.001344410707352966 0.0024100899062958806 0.0018675795672090704 -0.0022273545088075998 -0.002947676917879082 -0.0030389006533780966 0.00071390713822764792 -0.0030062014202138438
leaf_weight=0.0014167903487036773 0.0025320421305963245 0.001892131735644397 0.0025375892096732855 0.0059349516172346739 0.0010032366947143601 0.0016599663806653444 0.0016510388837644987 0.0011311606362482953 0.0093093807725512789 0.002950562383736254 0.003728330248335964 0.0013584274151980935 0.004037509144836803 0.0024803409308233881 0.0023921491724490096 0.004801478304624851 0.0011425654668286711 0.0021104089159633679 0.0023374638981827891 0.0023815973681919874 0.0011581091208512362 0.010924339877242945 0.0027962973803639102 0.0017553874900499977 0.0024553028632183782 0.0011424149377887785 0.0039977577479008977 0.0034232631654891313 0.0023876375535394345 0.0017143740324740966
leaf_count=277 14 39 78 128 5 431 57 15 260 87 97 13 18 67 215 103 44 79 39 116 37 120 73 13 63 34 353 199 33 14
internal_value=0 -0.000164956 0.000629757 0.00105876 -2.43928e-05 -0.000106423 -0.000164052 -0.00010254 -5.21686e-05 -0.000208387 -9.52598e-05 0.00133751 -0.000233527 -0.000367884 -0.00015176 0.000882862 -0.000581273 -0.000265541 -1.55102e-05 0.000236601 0.000537211 0.000926761 -0.000769997 1.71044e-05 -0.000684183 0.000567279 -0.00212191 -0.00193363 -0.000679979 -0.00164649
internal_weight=0 0.0761485 0.0143955 0.0118634 0.00592846 0.0747318 0.0728396 0.0711886 0.0700574 0.060748 0.0577975 0.00508676 0.0527107 0.0486732 0.0427696 0.0125467 0.0302229 0.0250826 0.0229721 0.0213122 0.0189747 0.0161022 0.00517789 0.00774525 0.00598987 0.00359772 0.00514032 0.0059036 0.00492523 0.00287248
internal_count=3121 2863 258 244 116 2586 2547 2490 2475 2215 2128 110 2018 2000 1734 428 1306 909 830 399 360 309 189 325 312 97 397 266 111 51
is_linear=0
shrinkage=0.00325215


Tree=802
num_leaves=31
num_cat=0
split_feature=1213 3 14 52 157 0 160 150 151 457 133 33 1 43 52 43 1374 51 12 49 151 43 129 47 4 52 4 52 47 9
split_gain=0.000732186 0.000827941 0.000700063 0.000887935 0.00125737 0.000973029 0.00143744 0.00145534 0.00126769 0.00159282 0.00127833 0.00127154 0.00153782 0.00179634 0.00175216 0.00167968 0.00149366 0.00117011 0.00115984 0.00115947 0.00119417 0.00114695 0.00199253 0.00106449 0.00107823 0.00100963 0.00172289 0.00179311 0.000873743 0.000840813
threshold=-1.0000000180025095e-35 -0.12018999999999998 0.076175000000000007 -0.24164999999999998 -0.076494999999999994 -0.062294999999999996 -1.0000000180025095e-35 -0.17852999999999997 0.086470000000000005 -0.0029299999999999994 -0.40071499999999999 -0.0066799999999999993 0.077565000000000009 0.15359500000000004 0.083680000000000018 -0.084794999999999995 -0.094929999999999987 0.078435000000000019 -1.0000000180025095e-35 0.0093850000000000027 -0.0060399999999999994 -0.08231999999999999 0.092550000000000007 0.12431000000000002 0.24564500000000003 0.11434500000000002 -0.35136499999999998 0.096795000000000006 0.11635500000000001 0.091600000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 28 -5 6 7 -6 9 -8 -11 -12 13 14 -13 -16 -14 23 -9 20 -7 -17 -23 24 29 26 27 -22 -2 -18
right_child=2 -3 -4 4 5 19 8 18 -10 10 11 12 16 -15 15 21 17 -19 -20 -21 25 22 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00048420895792692438 -0.0026426557451523329 -0.0044647232625326938 -0.0024921834704206064 0.0021419383948609373 0.0027642989376303654 0.0044652400984665531 -0.0030456959024026181 0.00084221857448857709 0.0032171823137600772 -0.0044650999351893948 -0.0039866334749237625 -0.004083351867205133 -0.0018634168567528094 0.0033343432557738635 -0.0044650315265477468 0.0044673137888753597 -0.00033122074678838348 0.0030655690139573112 -0.0040429171796904648 0.0037517140226133237 -0.0023418895850612406 -0.0044648664998744392 0.0032413664204000024 -0.0030043098966525284 0.002828989659416449 -0.0019880775412449946 0.003073201948708981 0.0022127342179148767 0.00085850298074716125 0.0037757329876925505
leaf_weight=0.0011883799254661653 0.0043547877485243794 0.0015560154635370074 0.0021515746514140224 0.006247175141603555 0.001016229343804298 0.0013741371660955784 0.0034766791574014624 0.0012243551049593293 0.0023499929390311527 0.0011782564286981758 0.0013538168859099633 0.0037618981469931256 0.003075368334407357 0.0016389834605519136 0.0013429362911097096 0.0014583948650397369 0.0075318781828066506 0.0063780966769968464 0.0046392379248718632 0.0024987331141481653 0.0043817350867385576 0.0012844921565573469 0.0013950909506501574 0.0013470637713908227 0.0049075103331439615 0.003481490996726678 0.0040980969903330342 0.0028392010144671076 0.0021086383612782811 0.0011445766517681477
leaf_count=28 306 463 87 272 7 54 62 47 45 104 21 169 20 15 55 3 200 70 458 56 51 166 14 15 125 56 104 13 31 4
internal_value=0 -0.00232173 2.16222e-05 8.76707e-05 0.00022376 5.05379e-05 -0.000271418 -0.00216804 2.76858e-05 -0.000153908 0.000112078 0.000259349 0.000422345 -0.000973226 -0.00173707 -0.000126663 0.00104513 0.0014649 -0.00302287 0.000921313 0.000484061 0.00128131 -0.000452714 0.000781138 0.00115653 0.000114433 0.00076112 -0.000551056 -0.00150043 0.000210559
internal_weight=0 0.0027444 0.0840404 0.0818889 0.0754254 0.0691783 0.0505049 0.00687982 0.043625 0.041275 0.0377984 0.0366201 0.0352663 0.0108818 0.00924281 0.00548091 0.0243845 0.0213091 0.00586359 0.0186734 0.0161747 0.00413798 0.00267958 0.014931 0.013584 0.0148005 0.011319 0.00722094 0.00646343 0.00867645
internal_count=3121 491 2630 2543 2206 1934 1600 512 1088 1043 981 877 856 422 407 238 434 414 505 334 278 183 180 344 329 224 168 64 337 204
is_linear=0
shrinkage=0.0044645


Tree=803
num_leaves=31
num_cat=0
split_feature=375 0 160 15 133 1 1374 484 0 15 16 12 13 159 12 0 132 122 12 38 453 4 48 0 3 1 1 457 12 0
split_gain=0.000664217 0.000747528 0.00112591 0.00105897 0.00110345 0.00112507 0.00117996 0.00114116 0.00135153 0.00103536 0.00114737 0.00208833 0.00113961 0.000922028 0.000975994 0.00114488 0.00101367 0.000906708 0.00143739 0.0010472 0.001033 0.00112288 0.00153156 0.00126262 0.000904126 0.00225771 0.00121657 0.00115833 0.00128709 0.000861872
threshold=0.087420000000000012 1.0000000180025095e-35 -0.40698999999999991 0.24356000000000003 -0.25159999999999993 0.094385000000000011 -0.094929999999999987 -0.0068949999999999992 -0.23091999999999999 -1.0000000180025095e-35 0.15891500000000003 0.097825000000000009 0.24813000000000004 0.091530000000000014 0.10124000000000001 -0.077999999999999986 0.085885000000000003 0.086040000000000019 -1.0000000180025095e-35 0.088570000000000024 1.0000000180025095e-35 -0.011884999999999998 0.12649500000000002 -0.17169499999999996 -0.084074999999999997 0.083135000000000014 0.092695000000000013 -0.0029299999999999994 -1.0000000180025095e-35 -0.10011499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 -4 6 -6 -8 -9 -3 -11 12 -12 14 15 16 24 18 19 -7 21 -20 23 -23 25 -10 27 -26 -29 -30
right_child=-2 9 3 -5 5 17 7 8 13 10 11 -13 -14 -15 -16 -17 -18 -19 20 -21 -22 22 -24 -25 26 -27 -28 28 29 -31
leaf_value=-0.0027358067564294468 -0.0024699713771942989 0.002732473256082463 -0.0024809536228638583 -0.0030954959718675688 -0.0031267469889423314 0.002829516516276108 -0.0031263503967134485 0.0027651129196774558 -0.0031262268016662444 0.0014195022131325069 -0.0027923698967823531 0.0019460675485195691 0.00098856690154105445 -0.0031263075090343499 -0.0029073505387678775 0.0013973983616349468 -0.00312615287503376 -0.0021051782899575155 -0.00084452626300236106 -0.00068662033137923914 -0.0024710042640864252 0.0025867353438317939 -0.0014873296031250281 0.00059384466423486183 -0.0021150100898684973 0.0017425487130611247 -0.0026506170660363184 -0.0019454609332953032 0.0017771260243484002 0.00018197718217901612
leaf_weight=0.0015884215938379844 0.0010805360856664939 0.00202436937282613 0.0017364434610334092 0.0011139377555195997 0.0014249592638577715 0.0040407024430919583 0.0012702550605307996 0.00152612128567852 0.0027402766518695885 0.0050300313114917117 0.0031591941250823652 0.0021209238079009651 0.0010338230131310411 0.0010510559496497143 0.001199157461269528 0.0046013145913264128 0.0011845415269533524 0.0012627374212570422 0.0051718728587246644 0.0010408169690094837 0.0012653581953827589 0.0044496695012412558 0.0024206293219322097 0.010289138935519313 0.0016336888506316418 0.0014091718349238391 0.0014006447852352713 0.0016501345678747665 0.0066414157720036003 0.0065972730639672012
leaf_count=222 32 100 169 17 38 208 357 12 296 83 104 30 4 60 138 216 85 13 147 20 20 61 25 173 33 61 12 42 45 298
internal_value=0 -3.10644e-06 -0.000134689 -7.31341e-05 -2.21289e-05 4.43026e-05 -0.000341929 -0.000221332 -0.000104685 0.000673195 0.00030571 -0.000581598 -0.00186015 -0.000250147 -0.000146112 -2.72553e-05 -0.000309116 0.000487153 0.000601297 0.00210933 0.000276544 0.000432228 0.000817043 0.0011955 -0.000157938 -0.00147277 0.000146463 0.000383576 0.000657736 0.000982211
internal_weight=0 0.0820781 0.0687097 0.0671213 0.0660074 0.0642709 0.03433 0.0329051 0.0316348 0.0133683 0.011344 0.00631394 0.00419302 0.0301087 0.0290576 0.0278585 0.0232571 0.0299409 0.0286782 0.00508152 0.0235967 0.0223313 0.0171594 0.0147388 0.0220726 0.00414945 0.0179232 0.0165225 0.0148888 0.0132387
internal_count=3121 3089 2768 2546 2529 2360 1693 1655 1298 321 221 138 108 1286 1226 1088 872 667 654 228 426 406 259 234 787 357 430 418 385 343
is_linear=0
shrinkage=0.00312586


Tree=804
num_leaves=31
num_cat=0
split_feature=129 1213 3 453 150 1456 475 1373 11 4 160 133 133 403 123 124 158 156 124 475 1 13 1 0 4 43 43 2 4 4
split_gain=0.000651897 0.000657154 0.000769165 0.000653787 0.000720359 0.00127425 0.000980535 0.000834302 0.000773745 0.0011361 0.00107446 0.0018681 0.000954412 0.000868127 0.000914823 0.00123192 0.00108969 0.00112774 0.000980518 0.000849073 0.000786024 0.0012861 0.00112099 0.00109624 0.00100236 0.00131862 0.00223898 0.0010688 0.00192452 0.0009907
threshold=0.093925000000000008 -1.0000000180025095e-35 -0.12018999999999998 0.10218000000000001 -0.099594999999999975 -1.0000000180025095e-35 -0.08663499999999999 0.099250000000000019 0.088215000000000002 0.27287000000000006 -0.098904999999999979 -0.030254999999999994 -0.25159999999999993 -0.083259999999999987 1.0000000180025095e-35 -1.0000000180025095e-35 0.085900000000000018 0.091255000000000017 -0.013479999999999999 -1.0000000180025095e-35 0.10060500000000001 -0.075129999999999988 0.091095000000000023 -0.23051499999999997 -0.0029599999999999995 0.15359500000000004 -0.08287499999999999 0.11093500000000002 -0.49405499999999997 0.053180000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 -3 -6 -7 8 9 10 11 -8 -12 -14 15 -15 17 20 -16 -11 22 -22 23 -17 27 26 -26 28 -25 -24
right_child=-2 3 -4 -5 5 6 7 -9 -10 19 12 -13 13 14 18 16 -18 -19 -20 -21 21 -23 29 24 25 -27 -28 -29 -30 -31
leaf_value=0.00038722479601777858 -0.0023678595546621582 0.0018117132802036738 -0.0032523015209895124 -0.0024723324104996831 -0.0027834426750415996 -0.0023634045064307579 0.0020755846046866455 -0.0027841655095456569 -0.0014261020393693759 -0.00097613707680577276 -0.002434167714511467 -0.0028653585215380178 -0.0021705100683863145 -0.0027232184952531409 0.0031295778211088213 0.0032530482619608199 -0.0028137016472600924 -0.0017597547136409531 -0.00068488278730858849 0.0022605072779330617 0.0032415501516031538 0.00069739988348057442 -0.0019541504602814059 -0.0021386110013478067 0.00086315982027069713 0.0020744913364151552 -0.0032526815047222435 0.0032000330971510998 0.0010525277764173529 0.00070569409970762669
leaf_weight=0.0011011251840713498 0.0012477553003416011 0.0024883297673525808 0.0013886590272820234 0.0010671982774681501 0.0016610995340897708 0.0016712003166459146 0.0011238480182953481 0.0010048556937363165 0.0029573423153266267 0.0010514267948416034 0.001357250292271849 0.0028918025994855148 0.0014331531491338359 0.0014020680511634956 0.002438796333571247 0.0015422687210957372 0.0011110182825353468 0.002331266117558072 0.0010070470482332885 0.0046411515558499863 0.0027115333690801444 0.0093410328202594428 0.0038753382477807454 0.0023536319525021389 0.0026247424540128961 0.0015326887465789696 0.0029906749714894458 0.0018275542529337932 0.013258644888104687 0.0023971951718522178
leaf_count=28 145 43 425 18 253 124 26 19 81 31 115 213 312 17 98 7 61 98 21 253 56 78 59 25 27 10 92 19 354 13
internal_value=0 1.4183e-06 -0.00164269 5.52133e-05 9.11656e-05 3.21448e-05 9.81314e-05 0.000157573 0.000200915 0.000274664 0.000141981 -0.00148255 0.000259446 0.000326925 0.000394783 0.00028155 0.000369507 0.000445097 0.0020148 0.00166269 0.000560721 0.00126977 0.000296981 0.000593348 0.000426519 -0.000599123 -0.00132887 0.000846902 0.000571447 -0.000937629
internal_weight=0 0.0785839 0.00248978 0.0760942 0.075027 0.0725386 0.0708775 0.0692063 0.0682015 0.0652441 0.0595516 0.00401565 0.0555359 0.0541787 0.0527455 0.0492997 0.0478976 0.0467866 0.00344584 0.00569258 0.0444553 0.0120526 0.0324027 0.0261302 0.0245879 0.00714811 0.00561542 0.0174398 0.0156123 0.00627253
internal_count=3121 2976 453 2523 2505 2462 2209 2085 2066 1985 1701 239 1462 1347 1035 916 899 838 119 284 740 134 606 534 527 129 119 398 379 72
is_linear=0
shrinkage=0.00325215


Tree=805
num_leaves=31
num_cat=0
split_feature=457 1456 1375 1 15 15 1 15 11 3 49 47 13 1 51 475 124 15 3 43 43 48 0 52 403 0 0 3 2 42
split_gain=0.000630587 0.00102915 0.000943297 0.000955364 0.00095403 0.000757567 0.000732404 0.00115488 0.00106896 0.000905111 0.000920878 0.000959476 0.00129108 0.00109636 0.00122565 0.000969668 0.000935212 0.000964699 0.00138534 0.00128718 0.00162731 0.00127755 0.00130972 0.000862551 0.000863823 0.000856509 0.00119823 0.00134705 0.00082768 0.000896446
threshold=0.080930000000000016 -1.0000000180025095e-35 -0.43996499999999994 0.090740000000000015 0.035560000000000008 -0.090344999999999995 0.11588000000000001 0.091915000000000011 0.095165000000000013 -0.10831999999999999 -0.12164499999999999 0.096175000000000024 -0.092094999999999982 0.09697500000000002 0.087505000000000013 -1.0000000180025095e-35 -0.072314999999999977 0.088235000000000022 -0.084074999999999997 -0.083134999999999987 -1.0000000180025095e-35 0.085700000000000012 -0.13027499999999997 0.090245000000000006 0.03138500000000001 -0.10224499999999999 -0.10151999999999999 0.10732000000000001 0.086590000000000014 0.094010000000000024
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -2 4 5 -4 7 8 9 28 -11 13 -13 14 16 -15 -12 18 -18 -20 -21 22 -22 24 -19 -24 -27 -28 -3 -30
right_child=2 6 3 -5 -6 -7 -8 -9 -10 10 11 12 -14 15 -16 -17 17 23 19 20 21 -23 25 -25 -26 26 27 -29 29 -31
leaf_value=-0.0042072682609666347 -0.0016812561271514876 -0.00092862040652825812 0.0014389202409063548 0.0026530107067116045 0.0033581601062022673 -0.0024408929632818497 0.00076301768318293693 -0.0025309626697903645 -0.0040020378805209868 -0.0037237751798313819 0.0037255705632580757 0.0018668689510055972 -0.0036492277692884451 -0.0013421611871202426 -0.0040531089530759868 0.0026326605866535775 -0.0042074990481180243 -0.0007645870353842261 0.0027208583921327668 -0.0042074088853895943 0.0025192331370566508 -0.0042079108738296679 -0.0042083935928418793 -0.0016946163103191607 0.0036089071467268526 0.0031827270042081184 -0.0042077521093246651 0.00076639520081762534 0.0030423714090422622 -5.1747282701152341e-05
leaf_weight=0.0011201716851112478 0.0021745967674888797 0.0026495701033368846 0.0014345938953965742 0.0051009200824125855 0.0011831833742235176 0.0023495249096754378 0.012724506159409898 0.0040151517682023288 0.0012599291752692912 0.0014017892498729969 0.0010560336975284903 0.0010158473730790263 0.0028803571725646284 0.0014442572255717323 0.0015107403351399809 0.0043822205207817424 0.0018857898144983764 0.0011442341402450032 0.0020444563856880657 0.0021576237749192382 0.0031819862198290147 0.0012522083871635567 0.0010735947505722274 0.0012872604798097598 0.002651535742870692 0.0014467634768777779 0.0016420460064683383 0.0023321529588429257 0.0042439321107003991 0.002719101611660335
leaf_count=277 14 75 23 128 13 80 370 376 40 42 38 15 126 30 129 106 393 85 69 274 21 36 17 64 26 5 93 12 122 22
internal_value=0 -0.000209974 0.000831458 0.00137417 6.09278e-05 -0.00097002 -0.000139352 -0.000365921 -0.00017963 -7.35596e-05 -0.000381391 -0.000245147 -0.00221103 6.0421e-06 -0.000381662 0.00164739 -0.000142127 -0.000326945 -0.000807342 -0.000383573 -0.000868571 -0.000209397 0.000308037 0.0012813 0.00229052 -0.00077533 -9.54293e-05 -0.00128881 0.0010726 0.0018341
internal_weight=0 0.0645233 0.0122428 0.0100682 0.0049673 0.00378412 0.0634031 0.0506786 0.0466634 0.0454035 0.0357909 0.0343891 0.0038962 0.0304929 0.0246664 0.00582648 0.0231557 0.0220997 0.0170166 0.0151308 0.0130864 0.0109288 0.00967654 0.00508303 0.00379577 0.00649456 0.00542096 0.0039742 0.0096126 0.00696303
internal_count=3121 2863 258 244 116 103 2586 2216 1840 1800 1581 1539 141 1398 1262 136 1133 1095 920 527 458 184 148 175 111 127 110 105 219 144
is_linear=0
shrinkage=0.004207


Tree=806
num_leaves=31
num_cat=0
split_feature=41 2 2 1456 2 160 123 1429 403 13 13 403 3 0 48 147 12 456 48 1 14 2 457 16 12 51 1 16 52 130
split_gain=0.00058299 0.000935182 0.000889831 0.00061151 0.000661675 0.00123561 0.00120121 0.000810604 0.00104004 0.000807239 0.00126226 0.00095691 0.000816431 0.00137454 0.000950035 0.000970491 0.000891058 0.000922339 0.000817918 0.000889455 0.00150231 0.00104577 0.00102392 0.000839305 0.00146056 0.00069544 0.000870545 0.00112131 0.000939378 0.00144926
threshold=0.079885000000000025 0.10882500000000002 -0.13033999999999998 -1.0000000180025095e-35 0.088225000000000012 0.083670000000000008 0.08592000000000001 0.084770000000000012 -1.0000000180025095e-35 -0.53104499999999988 -0.43167499999999998 0.10301500000000001 -0.10831999999999999 -0.033209999999999996 -0.09386499999999999 0.08789000000000001 0.092355000000000007 0.087225000000000011 0.12879500000000002 0.10060500000000001 -0.10708499999999999 0.092875000000000013 0.097575000000000009 -0.08947999999999999 0.088245000000000004 0.078435000000000019 0.13075500000000004 0.51524500000000006 -1.0000000180025095e-35 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 -4 5 7 9 8 -5 -6 -11 12 -12 14 -14 16 17 18 19 21 -21 23 -23 -16 -25 26 28 -28 -10 -30
right_child=1 -3 3 4 6 -7 -8 -9 25 10 11 -13 13 -15 15 -17 -18 -19 -20 20 -22 22 -24 24 -26 -27 27 -29 29 -31
leaf_value=0.0026172419772220756 -0.0032652769906030741 0.00059847827163953134 -0.002267745228430252 -0.0037358768810381682 -0.0023786547099578226 -0.0033385172586939348 0.002767387205403793 0.0030035395475146156 -0.0028361921273999417 0.0030249276321683361 0.0013573729872162405 -0.003138834575329129 -0.0031723705741158906 -0.0023875178675740057 0.002375886585707867 0.0034352846561440426 -0.0024396059342218124 -0.0023281282660478934 -0.0011966253108210536 -0.00076691393920197588 0.0035931219236857012 -0.002442157539947875 0.0015214965513622107 -0.0032033966314558857 0.0017492965462040503 0.001955452346189236 0.0037373123234226441 -0.00073484942854509469 -0.0037365012311993411 0.00015762311094289817
leaf_weight=0.0018159196371527733 0.0019349996029305308 0.001594684121755563 0.0016660864380071408 0.0012169713984020438 0.0017000482327489399 0.0019366779647915769 0.0025850698021443455 0.001034074791257388 0.0025921842638778623 0.0021623605563654271 0.0068678507988462123 0.0012392814292363488 0.0011065296401966398 0.003192123274878624 0.0039560566631582231 0.0013582473568476408 0.0016730563927183075 0.0016087798117325738 0.0029600341684954392 0.0016049847969270559 0.0035252528563347587 0.00278262013550723 0.0013511869765352458 0.0013390993862154648 0.0021898163254761016 0.0019247663274137841 0.0014786043107246618 0.0016617063128023801 0.0015342934004625173 0.010203236983653774
leaf_count=78 89 44 285 434 15 109 123 37 221 35 183 88 15 84 48 49 342 57 29 20 77 95 5 51 78 72 30 13 53 262
internal_value=0 -0.00151966 3.62215e-05 -3.22498e-05 2.35193e-05 -0.000479765 0.000298243 -0.000223989 -0.000385912 0.000141095 0.000251167 8.79815e-05 0.000200578 -7.67453e-05 0.000213024 0.000366871 0.000185596 0.000391626 0.00061363 0.000933555 0.00222909 0.000361513 -0.00114659 0.00119441 -0.000130076 -0.00017571 -0.000410512 0.00137085 -0.000800892 -0.000351405
internal_weight=0 0.00352968 0.0702669 0.068451 0.0667849 0.0235825 0.0432024 0.0216458 0.0206118 0.0406173 0.0389173 0.0367549 0.0355156 0.0286478 0.0254557 0.0243491 0.0229909 0.0213178 0.0197091 0.016749 0.00513024 0.0116188 0.00413381 0.00748497 0.00352892 0.0193948 0.01747 0.00314031 0.0143297 0.0117375
internal_count=3121 133 2988 2910 2625 1231 1394 1122 1085 1271 1256 1221 1133 950 866 851 802 460 403 374 97 277 100 177 129 651 579 43 536 315
is_linear=0
shrinkage=0.0037357


Tree=807
num_leaves=31
num_cat=0
split_feature=1213 3 129 393 43 4 0 48 147 14 160 33 52 42 1213 15 1 13 15 39 42 484 1374 457 160 150 43 16 12 52
split_gain=0.000553295 0.000695442 0.000541253 0.000562259 0.000632159 0.00147198 0.00100518 0.000794986 0.00142183 0.000944697 0.00078205 0.000814702 0.000839032 0.000863627 0.000795967 0.000890355 0.00120411 0.00115088 0.00140559 0.000964195 0.00152398 0.00113459 0.000978329 0.00103482 0.000830792 0.000786284 0.000735615 0.000660039 0.00145202 0.000644277
threshold=-1.0000000180025095e-35 -0.12018999999999998 0.094860000000000014 0.091220000000000009 -0.50775499999999985 -0.51843499999999987 1.0000000180025095e-35 -0.09386499999999999 0.087350000000000025 0.062655000000000016 -0.26568499999999995 -0.0066799999999999993 -0.24164999999999998 0.10077000000000001 0.039620000000000009 -1.0000000180025095e-35 0.085110000000000005 -0.0034749999999999994 0.040760000000000005 0.084020000000000011 0.090835000000000013 -0.0068949999999999992 -0.094929999999999987 -0.0029299999999999994 0.032695000000000009 0.08826500000000001 -0.0073899999999999999 0.15891500000000003 0.097825000000000009 -0.07167999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -2 -6 7 -7 9 10 -9 -12 13 -13 15 16 25 -17 -19 20 21 -18 -23 -24 29 -14 -20 -8 -29 -25
right_child=2 -3 -4 -5 5 6 27 8 -10 -11 11 12 14 -15 -16 17 19 18 26 -21 -22 22 23 24 -26 -27 -28 28 -30 -31
leaf_value=0.00046732504294836875 0.0020465396387784086 -0.003886784825150843 -0.002740440374363128 -0.0027792130820902287 -0.0033772764864507866 -0.0026320131952102788 0.002394988788032606 -0.0031972121312498192 0.0031553154113726466 -0.0034414273336805055 -0.0031525514963704569 -0.0023921031072757278 -0.0034925961646839233 0.0015006401349634949 -0.0026182582662215691 0.0021459926741218853 -0.0026947084958938846 0.0019626410648407289 -0.00016191971980492113 0.0023027984371184413 -0.0029378974064538078 -0.0013655249636226644 -0.0012057034969178587 -0.0016291276971956042 0.0038860416612005195 0.00029008845892587601 -0.0038873490081186733 -0.0017704771143499509 0.0035676098043193288 0.001529496494157945
leaf_weight=0.0010030956688140691 0.0024564116187804066 0.0012380212799891757 0.0010531372796744867 0.0010321229887253472 0.0018518649718721738 0.0017427716983249289 0.0045628702941495902 0.001136362808621171 0.0021186686967809001 0.0012427134353831795 0.0011602380503177292 0.0034772778557119457 0.0022613158968653934 0.0011441917931391821 0.0013523179833345713 0.0081977933298436056 0.0016327747372528725 0.0027166376034983919 0.0017898551448354283 0.0031939014436197502 0.0023492521458976503 0.0028408412961198328 0.0023298011192878229 0.001114357330550317 0.002037300416304789 0.0013115185977561339 0.0014486802439659385 0.0021674383202352487 0.0011936591413643782 0.0078275990070331182
leaf_count=28 37 463 102 93 54 42 135 182 97 67 24 204 303 23 197 262 67 19 43 173 66 21 43 25 18 73 30 91 27 112
internal_value=0 -0.00193794 2.44453e-05 6.74618e-05 0.000111539 3.75046e-05 0.000138927 -4.93697e-05 3.60644e-05 -9.46327e-05 -1.03071e-05 6.48497e-05 0.000144231 -0.00142833 0.00031562 0.000412267 -2.92242e-06 0.00120136 -9.89986e-05 0.000318908 4.16683e-06 0.00039284 0.000704995 0.00114695 0.00164619 -0.00210405 -0.0018284 0.00143225 0.000125289 0.00113586
internal_weight=0 0.00224112 0.0687437 0.0676905 0.0666584 0.064202 0.0623501 0.0544262 0.0526834 0.0505647 0.049322 0.0481857 0.0470254 0.00462147 0.0424039 0.0410516 0.0268987 0.014153 0.00595517 0.0233258 0.0201319 0.0177827 0.0161499 0.0133091 0.0109793 0.00357283 0.00323854 0.00792397 0.0033611 0.00894196
internal_count=3121 491 2630 2528 2435 2398 2344 2091 2049 1952 1885 1703 1679 227 1452 1255 901 354 92 525 352 286 219 198 155 376 73 253 118 137
is_linear=0
shrinkage=0.00388662


Tree=808
num_leaves=31
num_cat=0
split_feature=457 1375 1 0 43 2 123 0 1 41 50 123 1 150 52 2 12 43 133 13 15 16 16 0 1 48 3 15 4 16
split_gain=0.000532432 0.000804163 0.000731277 0.000765549 0.000930087 0.000644483 0.000942696 0.000880698 0.00113928 0.0008065 0.000799878 0.000789347 0.000922687 0.000776093 0.000770316 0.000785836 0.000748071 0.00105363 0.00166233 0.00104289 0.00113464 0.000936081 0.000765936 0.000795251 0.000730924 0.000890541 0.00105329 0.00100773 0.00168002 0.000821211
threshold=0.080930000000000016 -0.43996499999999994 0.090740000000000015 -0.087634999999999977 -1.0000000180025095e-35 0.11293500000000002 0.08592000000000001 0.056435000000000006 0.08864000000000001 0.079885000000000025 0.10647500000000001 0.09499500000000001 0.13075500000000004 0.095275000000000012 -0.057699999999999994 0.14753000000000002 0.11650500000000001 -0.08287499999999999 0.093615000000000018 -0.094514999999999988 0.088655000000000025 0.033715000000000009 0.22339500000000004 -0.084269999999999984 0.10089500000000001 0.085845000000000019 0.084940000000000015 0.088060000000000013 0.053180000000000012 -0.23935499999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 -2 3 4 -3 9 7 8 -7 10 11 12 13 16 -10 -16 17 18 -1 22 21 24 23 -19 25 26 27 28 -21 -26
right_child=1 2 -4 -5 -6 6 -8 -9 14 -11 -12 -13 -14 -15 15 -17 -18 19 -20 20 -22 -23 -24 -25 29 -27 -28 -29 -30 -31
leaf_value=0.0015722491510304093 -0.0013241219704580333 -0.0034515273066082256 0.0020695555006504675 0.0018896049729247826 0.00066337347205592146 -0.0034515998351949176 0.0034134723770486769 0.0025077045229200609 0.0019504177121598451 -0.0025161536091959161 -0.0032564350513039075 -0.003152311165922721 0.0018658841447008832 -0.0025129937887396806 -0.00096198922200008705 0.0022793791484711045 -0.0025147951492280919 0.00044437827500444819 -0.0019047749548683926 -0.0029285491407733595 -0.0028438662984315369 -0.0023724097953135926 -0.0013235664901558228 0.003411584218613227 -0.00047314338907378429 -0.0028499173764514694 0.0021316251301815832 0.0023136355728182408 0.00099741073681976775 0.0032971804390995001
leaf_weight=0.0083149312267485342 0.0019858720662711002 0.0011209765148123552 0.0045767371128633272 0.0017355502822198332 0.0015713900582454698 0.0011255479169771663 0.0012171288556785962 0.0016970091198160739 0.0022962027476012307 0.0019727622843497264 0.0010349834350864553 0.0010412915454640617 0.0026347886876578732 0.0017173922986479786 0.0050680474754614098 0.0010808745661634589 0.0015129309580754749 0.0031040131583068842 0.0020394226478011044 0.0032313048946988054 0.0028482894613555123 0.0025745379647812436 0.0015464389969110925 0.0016465328236563428 0.0013263982338713731 0.0016400459081595828 0.0019801178724492274 0.0010708475300553744 0.0021702150087699046 0.0014298030544779303
leaf_count=327 14 34 128 60 22 150 85 37 68 88 260 19 70 100 98 45 43 93 114 395 382 224 13 14 21 80 16 39 60 22
internal_value=0 0.000663764 0.00110217 0.00010227 -0.00104988 -0.000165481 0.000528015 0.000216329 -0.000189963 -0.000358584 -0.000259285 -0.000185127 -0.000109377 -0.000245784 0.000244741 -0.000392213 -0.00013892 -3.59924e-05 0.000887405 -0.000425156 -0.000842582 -0.000472995 0.000786063 0.00147281 -9.24039e-05 -0.000522566 -7.09873e-05 -0.000744842 -0.00135118 0.00148274
internal_weight=0 0.0109905 0.00900465 0.00442792 0.00269237 0.0573219 0.0124848 0.0112677 0.00957067 0.044837 0.0428643 0.0418293 0.040788 0.0381532 0.00844512 0.00614892 0.0364358 0.0349229 0.0103544 0.0245685 0.0182716 0.0154233 0.00629698 0.00475055 0.0128487 0.0100925 0.00845249 0.00647237 0.00540152 0.0027562
internal_count=3121 258 244 116 56 2863 483 398 361 2380 2292 2032 2013 1943 211 143 1843 1800 441 1359 1239 857 120 107 633 590 510 494 455 43
is_linear=0
shrinkage=0.00345121


Tree=809
num_leaves=31
num_cat=0
split_feature=12 49 3 49 3 49 132 13 133 448 122 15 15 15 13 15 3 43 52 1 47 151 1 3 52 4 43 1 13 16
split_gain=0.00193071 0.00288801 0.00278576 0.00252665 0.00238625 0.00240669 0.00227869 0.00230935 0.00313724 0.00327828 0.00220201 0.0021091 0.00210349 0.00327666 0.00333029 0.00234378 0.00193453 0.00285756 0.00167487 0.00235572 0.00343821 0.00226964 0.00201626 0.0027115 0.00195962 0.00155346 0.00203899 0.00135034 0.00174902 0.00159036
threshold=0.084100000000000022 -0.22491999999999998 0.10732000000000001 -0.24768999999999997 -0.097604999999999983 -0.016249999999999997 0.081465000000000024 -0.073839999999999975 -0.0061299999999999992 -0.081729999999999983 1.0000000180025095e-35 0.035560000000000008 0.088235000000000022 0.088655000000000025 -0.095304999999999987 -0.053579999999999996 -0.077774999999999983 -0.074359999999999996 -0.40306999999999998 0.14000500000000002 0.10621500000000002 -0.086654999999999982 0.094465000000000007 0.12178000000000001 -0.085984999999999992 0.50822500000000004 -0.25681499999999996 0.080585000000000004 0.18141000000000002 -0.056919999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 -1 5 -3 7 8 -5 -10 11 18 15 -14 -15 16 -6 -18 -9 20 21 -20 24 -24 -23 26 -7 28 -26 -29
right_child=1 2 -4 6 12 25 -8 10 9 -11 -12 -13 13 14 -16 -17 17 -19 19 -21 -22 22 23 -25 27 -27 -28 29 -30 -31
leaf_value=-0.001284808390514549 0.00064516637821247975 0.00081510494841760008 0.00063880568491435526 -0.0012658263631764972 -0.0013661634692563661 0.00040979133963217591 0.0009309521787330123 -0.0011333287073284639 -0.0013734638532619224 0.00090622446985217308 -0.0013645626219066782 -0.0008905931653681369 0.0010775135970964027 0.00078050150639778521 -0.001129441442509793 -0.0013731408993784828 0.00063868168101266617 -0.0012759577623827484 0.00094292234607796154 0.0012341758811159052 -0.001329073382832797 -0.0013732268049547495 0.00091084882193793917 -0.00038088977603817413 0.00095861902032077216 0.0010593841616344647 -0.00068592853174465236 -4.3018756986485375e-06 -0.00041259494084458156 -0.0010333533596852285
leaf_weight=0.0023677288502312868 0.006822429333894319 0.0047388212242367436 0.0054366696002716699 0.0016646952729750799 0.0028468339113842927 0.0043148834791608649 0.0065395019243865695 0.0020292792418956642 0.001296642629654344 0.014309031636521752 0.0022951795963308532 0.0045182353616084461 0.0029335028897108381 0.0023763337325135589 0.0062361061500730832 0.010124915391276806 0.004331123178005214 0.0022233836116338779 0.0059807324013263488 0.0034432422033461299 0.0031419765826967696 0.002479684394074865 0.008610865762491926 0.0047535241337755005 0.0042588554922300395 0.0014911554333139057 0.012398028503085357 0.0084580385746448813 0.0029799717589185093 0.0042543501700151943
leaf_count=21 34 39 26 53 358 84 105 28 7 322 14 72 32 19 501 553 71 144 59 27 36 45 117 15 36 19 202 26 17 39
internal_value=0 -0.000200827 -0.00029791 0.000113098 -0.000392191 -5.63842e-05 0.000153953 8.57257e-05 0.000525703 0.00071681 -4.71073e-05 7.96213e-06 -0.000640142 -0.00017562 -0.000602452 -0.000914815 -0.000421214 -1.07917e-05 8.85305e-05 0.000139801 5.59102e-05 0.000160075 2.92755e-05 0.000451396 -0.000222225 -0.000283247 -0.000403039 -7.91698e-05 0.000394138 -0.000348686
internal_weight=0 0.0662742 0.0594518 0.0833815 0.0540151 0.0229429 0.0810138 0.0744743 0.0172704 0.0156057 0.0572039 0.0549088 0.0310722 0.0115459 0.00861244 0.0195263 0.00940134 0.00655451 0.0503905 0.0483612 0.044918 0.041776 0.0357953 0.0133644 0.0224309 0.0182041 0.0167129 0.0199512 0.00723883 0.0127124
internal_count=3121 2082 2048 1039 2022 344 1018 913 382 329 531 517 1678 552 520 1126 573 215 445 417 390 354 295 132 163 305 286 118 53 65
is_linear=0
shrinkage=0.00137286


Tree=810
num_leaves=31
num_cat=0
split_feature=484 52 15 15 15 14 124 4 4 11 48 13 457 3 1375 160 40 150 1 0 16 0 43 16 133 132 3 42 12 2
split_gain=0.000492139 0.000883762 0.000712511 0.000603521 0.000764401 0.000680718 0.00060698 0.000625101 0.00106277 0.000773088 0.000682919 0.000833656 0.00077115 0.000839426 0.000909538 0.000699683 0.000623006 0.000598058 0.000584763 0.000793995 0.00055585 0.000773183 0.000551061 0.00130135 0.00111381 0.00134361 0.00106296 0.000911908 0.000890962 0.00111393
threshold=-0.0068949999999999992 -0.016329999999999997 -1.0000000180025095e-35 -0.24436499999999997 -0.18895499999999996 -0.46885499999999997 -0.043384999999999993 0.41555500000000006 0.27834500000000006 0.081790000000000015 0.016865000000000002 -0.14179999999999995 -0.0029299999999999994 0.097915000000000016 -0.42089999999999994 -0.030779999999999998 -1.0000000180025095e-35 0.085310000000000011 0.083135000000000014 -0.084804999999999978 0.0065250000000000004 -0.13027499999999997 -0.074359999999999996 0.22339500000000004 0.084415000000000018 0.081465000000000024 0.086245000000000016 -0.11051499999999999 0.090020000000000017 0.088225000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 5 -5 -2 20 8 9 10 16 -12 -13 14 -14 -16 -8 22 19 -17 21 -6 24 26 27 -26 28 -18 29 -24
right_child=3 2 -4 4 6 -7 7 -9 -10 -11 11 12 13 -15 15 18 17 -19 -20 -21 -22 -23 23 -25 25 -27 -28 -29 -30 -31
leaf_value=-0.0033336938874137059 -0.00076814980779884928 -0.0015466473274215659 0.0026376832095277945 -0.0028102858916956193 0.0028610330887034684 0.0026039374599120496 -0.0022697966720234154 -0.0028137718958415603 0.0033777275945539509 -0.0032703256622264457 0.0032523109178540172 -0.0019384657082296552 -0.0018368619246501381 -0.00078674913317114306 -0.00085910447656787627 -0.0013134521551294706 -0.0016749736674885702 -0.002203219993472897 0.0037162829582405906 0.0030493076130043975 0.0036846555523187192 -0.0012137141404800992 -0.00093530027152381246 -0.0027742101350094871 -0.0027443076397336238 0.0023499394980193372 0.0022733854443357741 0.001768259982673632 -0.0021793653143405735 0.0017358655042645169
leaf_weight=0.0017814132323681342 0.0012952456601009743 0.0014158532980896865 0.0010140273792078594 0.0014176770335452274 0.0011867386444066597 0.0026423760924885178 0.002242788358046254 0.0011910396651444435 0.0013017295047461621 0.0010988935596376584 0.0015976692803008072 0.0018557481482446301 0.0010510632387195091 0.0036299698988919715 0.0010479199972319737 0.0010558345507831763 0.0013066338656244625 0.0020189448902172549 0.0028706887857197216 0.0014205815376477863 0.0011585971590122313 0.001571388860810429 0.0057357958390942265 0.0030125076270666176 0.0025420409624086213 0.0010673551305124818 0.002436578474068086 0.0076852789523345066 0.0032962415642776586 0.003747826484413963
leaf_count=222 35 187 94 66 43 197 41 21 58 107 44 44 9 28 57 27 25 120 51 33 45 81 412 108 219 41 33 216 387 70
internal_value=0 -0.00129505 0.00019954 5.07208e-05 -4.63955e-05 0.00149472 2.21904e-05 -8.4366e-05 -2.18766e-05 -0.000109127 -3.91204e-05 0.000655585 0.00033477 0.000715642 0.00144806 0.00198795 -0.000326756 -0.000194094 0.00254592 0.00118922 0.00146988 0.000539526 -6.25249e-05 -0.00048608 0.000550187 -0.00123786 -3.30827e-05 0.00126792 -0.000472828 0.000120316
internal_weight=0 0.00421129 0.00242988 0.0624852 0.0585475 0.00393762 0.0571299 0.0532131 0.0520221 0.0507204 0.0496215 0.0145295 0.0129318 0.0110761 0.00744609 0.00639502 0.035092 0.0328492 0.0053471 0.00247642 0.00391672 0.00275813 0.0308303 0.0182289 0.0126013 0.0036094 0.0152164 0.00899191 0.0127799 0.00948362
internal_count=3121 503 281 2618 2386 232 2320 2151 2130 2072 1965 293 249 205 177 168 1672 1631 111 60 169 124 1511 1010 501 260 902 241 869 482
is_linear=0
shrinkage=0.00381041


Tree=811
num_leaves=31
num_cat=0
split_feature=1213 3 1429 4 11 0 4 43 48 147 160 151 457 52 52 403 42 51 48 130 15 4 133 16 49 2 16 4 15 16
split_gain=0.000499656 0.000563002 0.000494106 0.000719995 0.000710412 0.000791748 0.00105943 0.00164038 0.000732609 0.00101785 0.000747486 0.00118498 0.00106853 0.000964838 0.000988488 0.000948065 0.000809491 0.00077193 0.00107469 0.000684773 0.00110671 0.000872783 0.00104815 0.0011526 0.00093839 0.00131027 0.00139647 0.000862182 0.000668258 0.000662187
threshold=-1.0000000180025095e-35 -0.11171999999999999 -1.0000000180025095e-35 0.50996500000000011 0.081790000000000015 -0.019414999999999998 -0.49405499999999997 -0.45785999999999999 -0.09386499999999999 0.087350000000000025 -0.082869999999999985 -0.014594999999999999 -0.0029299999999999994 -0.11183499999999999 -0.081429999999999989 -1.0000000180025095e-35 0.091955000000000023 0.12547500000000003 0.12879500000000002 -1.0000000180025095e-35 0.088235000000000022 0.24564500000000003 0.089980000000000018 -0.36241499999999999 -0.069799999999999987 1.0000000180025095e-35 -0.056919999999999991 0.053180000000000012 -0.095869999999999983 -0.39185999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -2 4 5 8 7 -7 -4 10 11 -10 -12 16 -15 -16 -14 18 19 20 -17 22 23 -21 -25 26 27 -26 -27 -6
right_child=2 -3 3 -5 29 6 -8 -9 9 -11 12 -13 13 14 15 17 -18 -19 -20 21 -22 -23 -24 24 25 28 -28 -29 -30 -31
leaf_value=0.00015221732724690068 -0.0019356493126370033 -0.0033836790184525252 -0.0024565204525532698 0.002708410742192224 0.0005201148778831361 0.0028225197655902781 0.0017971053135178504 -0.0019615773595559557 0.00066793109282338209 0.0025188879004591517 -0.0019146293063937027 -0.0027412016137152622 -0.0022711545151682805 0.0021295702845960307 -0.0027164298824342357 -0.0033171029685163519 0.0006930549481446326 0.0022819027962079136 -0.0030116895687846415 -0.0029355284940332667 0.00078912223238595744 0.0022720022443598964 0.0020685491151461008 -0.0018886461886999367 -0.0010723423233234535 -0.00066713765611884095 -0.0033556710441295969 0.0027543097869483948 0.0023283586883950901 -0.0024814535405593462
leaf_weight=0.0010027396342024986 0.0014353756111735718 0.0010610194955984467 0.0014319856806039857 0.0011639141731993865 0.0013026025669660157 0.0011983090480498504 0.0064749136688515563 0.0026025496201498299 0.001967761876761287 0.0017667153484950395 0.0029008111432471386 0.0028692560903733613 0.0029731598441742326 0.0035138347143064399 0.0012016306559301517 0.0014271522143936002 0.0016345752142761238 0.0021852179158301501 0.0011491199131796739 0.0014968459389876768 0.0015870483070301589 0.0029520274823084938 0.0030240965484562557 0.0020061178667614152 0.0014590050442890856 0.0010572357044198368 0.0015200628430491886 0.0012529191709518273 0.0044050141613749625 0.0023767671742520582
leaf_count=37 154 454 34 143 31 6 141 61 100 93 130 311 192 101 364 56 50 40 12 25 25 67 71 45 38 54 69 5 118 94
internal_value=0 -0.00166566 2.65332e-05 7.27801e-05 2.14273e-05 0.000115959 0.000964721 -0.00045328 -7.45478e-05 2.36267e-06 -0.000102045 -0.00135432 5.84304e-05 0.000222685 0.000442471 0.000220637 -0.00121961 0.000358921 0.000178855 0.000344097 -0.00115508 0.000579779 0.000271821 -0.000139894 0.000217756 0.000653654 -0.000759562 0.000695585 0.00174857 -0.00141881
internal_weight=0 0.00206376 0.062336 0.0609006 0.0597367 0.0560574 0.0102758 0.00380086 0.0457816 0.0443496 0.0425829 0.00483702 0.0377459 0.0348451 0.0302373 0.0267235 0.00460774 0.0255219 0.0233366 0.0221875 0.0030142 0.0191733 0.0162213 0.0131972 0.0117004 0.00969424 0.00423199 0.00271192 0.00546225 0.00367937
internal_count=3121 491 2630 2476 2333 2208 208 67 2000 1966 1873 411 1462 1332 1090 989 242 625 585 573 81 492 425 354 329 284 112 43 172 125
is_linear=0
shrinkage=0.00338353


Tree=812
num_leaves=31
num_cat=0
split_feature=14 3 124 52 3 41 2 47 457 3 49 403 156 4 2 13 3 151 124 4 151 160 47 3 47 43 43 13 133 1375
split_gain=0.000481002 0.000660727 0.00078475 0.000640571 0.000667299 0.000715804 0.000726128 0.000662939 0.000623487 0.00083901 0.00116314 0.000614654 0.000608583 0.000699743 0.000803178 0.00103234 0.000641352 0.000577308 0.000573742 0.000805918 0.000588207 0.000757282 0.000674925 0.00071778 0.000594633 0.000497911 0.000701697 0.000499435 0.000491351 0.000474364
threshold=0.076175000000000007 0.30112000000000005 -0.043384999999999993 -0.23798499999999997 -0.10519499999999998 0.079885000000000025 0.10731 0.11635500000000001 0.082380000000000009 0.090900000000000009 -0.080089999999999981 -1.0000000180025095e-35 0.082410000000000011 0.24564500000000003 0.11018500000000002 0.043850000000000007 -0.116045 -0.084304999999999977 0.0049200000000000008 -0.49013999999999996 0.061780000000000009 0.09389500000000002 0.09585500000000001 0.14121000000000003 0.10813000000000002 -0.08287499999999999 -0.014584999999999999 -0.0013449999999999996 0.076280000000000014 -0.4078199999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 17 7 5 12 -7 -4 11 10 -10 -6 13 14 15 -5 -17 -1 19 -13 21 22 25 24 -24 27 -27 -21 -19 -11
right_child=-2 -3 3 4 8 6 -8 -9 9 29 -12 18 -14 -15 -16 16 -18 28 -20 20 -22 -23 23 -25 -26 26 -28 -29 -30 -31
leaf_value=0.0040402158045001035 -0.0022229807421318254 0.0024520026398339523 -0.0027000851732804261 0.0022938779697987527 -0.0031371014529397029 -0.0034363777839532847 0.00092325274190735223 0.00037830991762108845 0.0017127867766027719 0.00042191759292788946 -0.0037606548451141692 -0.0040444459238086414 0.003746514890090028 0.0032218211629878668 0.0027411818329670639 -0.0028876381585691657 0.0009458585957882467 -0.00076906331998979232 0.0022484295421034495 0.0025156678343391881 -0.0025269636317201377 -0.0032533898374061078 -0.00053936384675111731 0.0012446271785154913 -0.003968536953385414 -0.0024812192216999468 0.00023501233654840624 -0.00062465358574865886 0.0027994459797141104 0.0032101628571642215
leaf_weight=0.0012035331713633468 0.0015963364844422392 0.0017811677196668532 0.0031020097749021583 0.0014704465104458109 0.0014222030217734263 0.0011819148101608343 0.0013249735778799732 0.0018120254005449254 0.0012848290134748197 0.0017922263323271181 0.0012548331166115636 0.0010307916041156695 0.0014115929257343405 0.0016524072801189504 0.0016232408689802469 0.0024172195914076173 0.0010124932735635622 0.0015768212427005315 0.0012652844298699497 0.0026873722563003355 0.0019756978505567338 0.0012906421339788912 0.001494967757828646 0.0011692028110701358 0.0018500258817581994 0.0017517756641383117 0.013851827559947079 0.0011968963128676782 0.0010516978581875946 0.0022504568916303924
leaf_count=55 101 130 312 27 639 20 33 36 26 11 59 42 24 49 13 58 33 94 46 156 57 93 52 16 59 282 414 66 82 36
internal_value=0 2.59061e-05 -4.80766e-05 -0.000172272 -3.44715e-05 0.000791641 -0.00113217 -0.00156494 -0.000300415 0.000829818 -0.000991611 -0.000540505 0.00129467 0.000871352 0.000275967 -0.000540667 -0.00175594 0.00172076 -0.000415595 -0.000534706 -0.000402032 -0.000236047 -7.3798e-05 -0.00148266 -0.00243595 0.000252552 -6.99319e-05 0.00154801 0.000658734 0.00197406
internal_weight=0 0.0601906 0.0584094 0.0545774 0.0496633 0.0120943 0.00250689 0.00491404 0.037569 0.00658235 0.00253966 0.0309867 0.0095874 0.00817581 0.0065234 0.00490016 0.00342971 0.00383205 0.0295645 0.0282992 0.0272684 0.0252927 0.0240021 0.0045142 0.00334499 0.0194879 0.0156036 0.00388427 0.00262852 0.00404268
internal_count=3121 3020 2890 2659 2311 257 53 348 2054 132 85 1922 204 180 131 118 91 231 1283 1237 1195 1138 1045 127 111 918 696 222 176 47
is_linear=0
shrinkage=0.00404364


Tree=813
num_leaves=31
num_cat=0
split_feature=1 51 50 43 52 0 3 16 52 4 16 151 47 51 52 159 159 52 51 150 50 401 51 51 124 2 52 16 16 4
split_gain=0.00210322 0.0026546 0.00217937 0.00205857 0.00214424 0.00205164 0.00250923 0.00234359 0.0019241 0.00239708 0.00366009 0.00181067 0.00190246 0.00236501 0.00216224 0.0017963 0.00173145 0.00164941 0.00219438 0.00164763 0.00172892 0.0018723 0.00163238 0.00161618 0.00157634 0.00151774 0.00169794 0.00145408 0.00179054 0.00140744
threshold=0.104035 -0.10748999999999999 0.10124500000000002 -0.40263499999999991 -0.43320999999999993 -0.060129999999999996 0.090900000000000009 -0.094359999999999986 0.11434500000000002 -0.49405499999999997 0.38525000000000004 -0.40381499999999992 0.13148500000000005 0.123935 0.12603000000000003 0.082585000000000006 0.089755000000000015 -0.075329999999999994 -0.076794999999999988 -0.099594999999999975 0.10030500000000002 0.080190000000000011 0.088210000000000011 0.045645000000000005 -0.088544999999999985 0.11144000000000001 0.12492500000000002 -0.48836499999999994 -0.091354999999999978 0.053180000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 5 -2 -5 6 15 -8 9 10 -7 -6 13 17 -14 19 -11 -13 -19 -3 21 22 23 27 -20 26 -26 -21 -29 -30
right_child=3 2 -4 4 11 8 7 -9 -10 16 -12 12 14 -15 -16 -17 -18 18 24 20 -22 -23 -24 -25 25 -27 -28 28 29 -31
leaf_value=-0.001243612122820728 -0.0010909489775141801 0.0009091797636351025 -0.0012435611626948227 -0.0012436874210484342 -0.0010983179384635553 -0.00095394825541470808 -0.00044046816172748959 0.00088059390269008158 -0.00048184434957196674 0.00090532431835722881 0.00093500708779669316 0.0010810567396145579 -0.00077782628813252686 -0.00027031922087194892 0.00057006064284206403 -0.001028030118388257 -0.00015704163967870236 -0.00086755937117096533 -0.00097290442260855451 0.00038941438922035151 0.0010640277853812209 -0.0012436182585243661 -0.0010807353428177982 0.00052869092248070853 0.00053870209523910128 0.0010819842590791247 -0.00085164315476399569 -0.0012006239936589113 -0.00039420938920413931 0.00036666432522595039
leaf_weight=0.0031431506050925142 0.0018335504923925319 0.0019516133629196011 0.0024232881691048638 0.0014346862659522222 0.0013858676625204671 0.0040490938206971779 0.0031726221546364286 0.0060084673382334586 0.0046190017262404117 0.011542220207388713 0.0026072016568576828 0.0081901278002760591 0.0044450712784964699 0.0056707237642399369 0.0031399882519735911 0.0045471471143301292 0.0029855468728214865 0.0018537640739850749 0.0010020599950308897 0.0046037650358101622 0.0014777720498386762 0.0030451606750485629 0.0032188777759714063 0.0046388922913820343 0.010241495540185497 0.0070953726022864308 0.0015657193195295358 0.0034693233870690598 0.019083908687552067 0.0046808205925685789
leaf_count=216 12 17 271 68 18 29 23 31 35 83 27 108 28 47 24 206 28 26 15 40 6 196 95 30 124 194 27 153 916 28
internal_value=0 -0.000120734 -8.06841e-05 0.000201102 0.000252576 -4.78027e-05 -0.000174076 0.000424087 0.000245323 0.000403875 -0.000214064 0.000300718 0.000345595 0.000466003 -0.000219841 -0.000282358 0.000687001 0.000605425 0.000426392 -0.000208919 -0.000258267 -0.000303986 -0.000231904 -0.000156999 0.0005469 0.000627468 0.000354333 -0.000256907 -0.000366164 -0.000244344
internal_weight=0 0.0912679 0.0881247 0.0478584 0.0460249 0.0857014 0.0598984 0.00918109 0.0258031 0.0211841 0.0066563 0.0445902 0.0432043 0.0356193 0.00758506 0.0507173 0.0145278 0.0299485 0.0217584 0.0461701 0.0442185 0.0427407 0.0396956 0.0364767 0.0199046 0.0189026 0.0118072 0.0318378 0.0272341 0.0237647
internal_count=3121 2430 2214 691 679 1943 1741 54 202 167 56 611 593 541 52 1687 111 494 386 1481 1464 1458 1262 1167 360 345 151 1137 1097 944
is_linear=0
shrinkage=0.00124344


Tree=814
num_leaves=31
num_cat=0
split_feature=39 42 42 42 132 403 1456 453 402 1425 15 50 1374 480 158 33 42 1 156 1365 47 43 131 13 13 4 16 1 16 2
split_gain=0.0019298 0.00221425 0.00189051 0.00203615 0.00232496 0.00243945 0.00185323 0.00170667 0.00169965 0.0017445 0.00200396 0.00385114 0.00225511 0.00220102 0.00171829 0.00168686 0.00172704 0.00198548 0.00197434 0.00196208 0.00229695 0.00197298 0.00175925 0.00159883 0.00208231 0.00249724 0.0019301 0.00181057 0.00348657 0.00247124
threshold=0.16946000000000003 -0.11051499999999999 -0.106335 -1.0000000180025095e-35 0.082230000000000011 -1.0000000180025095e-35 -1.0000000180025095e-35 0.089960000000000026 -0.095989999999999978 1.0000000180025095e-35 -0.24436499999999997 0.11843500000000001 0.10637000000000001 0.084710000000000021 0.094850000000000004 -0.0066799999999999993 0.092145000000000019 0.122185 0.091255000000000017 1.0000000180025095e-35 0.094160000000000008 -0.12152999999999999 0.08844500000000001 -0.53104499999999988 -0.42195999999999995 -0.42529999999999996 -0.014034999999999997 0.094385000000000011 -0.083134999999999987 0.11263500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 -4 -6 -5 8 -8 10 11 -10 13 14 15 -12 18 -18 19 20 21 -17 23 -23 -25 -26 27 28 -27 -29
right_child=-2 2 3 6 5 -7 7 -9 9 -11 12 -13 -14 -15 -16 16 17 -19 -20 -21 -22 22 -24 24 25 26 -28 29 -30 -31
leaf_value=-0.00078486872390027662 0.0013200596413229589 0.0011575132990248942 -0.00093042138116750171 -0.00086116947477587579 -0.0013197441001296395 0.00069821949773909476 -0.0012065274959241761 -0.00099703519494852744 0.0012724573057960684 -0.0013205984937788488 -0.0010063123501569122 -0.00089471712576070443 -0.0012430296439062173 -0.0013197058585554661 -0.00094192394781885541 0.0011500674102757262 -0.00041690270703436679 0.00070684181918349333 -0.00062000033307830712 -0.0010223732855880623 0.0010380753111110823 -0.00086589029935586639 -0.0010131282997168907 0.0013200088116381409 -0.0011708381517064618 0.00018620668007573904 0.0006946292459271159 0.0011066549731926351 -0.001097418175627267 -0.00039012350052743252
leaf_weight=0.006740932097873297 0.0018210468195434251 0.0023735206777928388 0.0086321162672362561 0.0039517959875308142 0.0014104953250964058 0.0040043873977708708 0.0017494084857538885 0.0026055565961087259 0.0060663425636917623 0.0014746371626976887 0.0021044586991365568 0.0018672185192372126 0.0022164210248547525 0.0018556772717435157 0.0025261784635439702 0.004194528381390227 0.013539694388303047 0.0034315361008339087 0.0040225490848087011 0.0018143128680989653 0.0078618478686820481 0.0021184835786698377 0.0019708984634263507 0.0032847870132854942 0.0021066344633027109 0.016649647544603834 0.014513393867943619 0.0058561395561298468 0.0047315342830209798 0.0028580392267940624
leaf_count=179 23 10 526 251 81 64 126 36 188 73 26 14 24 174 83 32 282 20 110 42 84 10 50 24 44 170 208 62 73 32
internal_value=0 -4.72225e-05 -9.49327e-06 -3.0896e-05 -0.000505237 0.00017257 2.6857e-05 5.83531e-05 8.36244e-05 0.000104705 0.00012461 0.000762398 7.2797e-05 0.000103355 0.000131572 0.000161354 0.000188978 -0.000189685 0.000278254 0.000331422 0.000368555 0.000278245 0.000210637 0.000256914 0.000304487 0.00023308 0.00029938 0.000108772 -9.78522e-05 0.000615748
internal_weight=0 0.138533 0.131792 0.129419 0.014047 0.00541488 0.115372 0.11142 0.108814 0.107065 0.10559 0.00793356 0.0976568 0.0954403 0.0935847 0.0910585 0.088954 0.0169712 0.0719828 0.0679602 0.0661459 0.0582841 0.0540896 0.0521187 0.0500002 0.0467154 0.0446088 0.0300954 0.0213812 0.00871418
internal_count=3121 3098 2919 2909 671 145 2238 1987 1951 1825 1752 202 1550 1526 1352 1269 1243 302 941 831 789 705 673 623 613 589 545 337 243 94
is_linear=0
shrinkage=0.00131955


Tree=815
num_leaves=31
num_cat=0
split_feature=128 4 124 3 484 52 3 456 457 4 16 41 4 0 0 4 3 15 52 133 43 43 42 52 2 151 42 16 151 15
split_gain=0.000492602 0.000918952 0.00054759 0.000650886 0.000612758 0.000820158 0.000630613 0.00063661 0.000614825 0.0010043 0.00103068 0.000606774 0.000676069 0.000665146 0.000603225 0.000535886 0.000512077 0.00122117 0.00108859 0.00101582 0.000940608 0.00109097 0.000887854 0.000742515 0.000461005 0.000447695 0.000443452 0.000476207 0.00100317 0.000829827
threshold=0.086435000000000012 0.24564500000000003 -0.043384999999999993 0.30112000000000005 -0.0068949999999999992 -0.016329999999999997 -0.11255999999999998 1.0000000180025095e-35 0.082380000000000009 0.033845000000000007 -0.093244999999999981 0.078475000000000017 0.23246000000000003 -0.060129999999999996 -0.069954999999999976 -0.46376499999999993 -0.078934999999999991 0.040760000000000005 0.091820000000000013 -1.0000000180025095e-35 -0.074359999999999996 -0.0037449999999999996 -0.093284999999999993 -0.092399999999999982 0.10731 -0.084304999999999977 0.091545000000000015 -0.056919999999999991 -0.0077149999999999988 -0.033689999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 14 4 5 -4 11 8 16 10 -10 12 13 -6 25 -15 17 -8 19 -19 22 -22 -18 -23 -13 -1 27 28 -25 -29
right_child=1 -3 3 -5 6 -7 7 -9 9 -11 -12 24 -14 15 -16 -17 20 18 -20 -21 21 23 -24 26 -26 -27 -28 29 -30 -31
leaf_value=0.0026095288211302756 -0.0040440485721550479 0.00099298699297008242 -0.004044020013525715 0.002583161502992452 -0.0013246953279308601 -6.5197585650790741e-05 -0.0037739116498158309 -0.0029123585125795629 -0.0011349423227432461 -0.0016221626611290568 0.003256733296928611 -0.0028672353125891127 0.0040391592165276392 -7.8607331771541028e-05 0.0037577030300290654 0.0026307821416225005 -0.0016670140939124905 -0.0020279367980777958 -0.0040438603682834435 0.0018575526525520286 -0.003843669804210928 -0.0025842099002529764 0.0026466353150129008 -0.0024456914491118773 0.00071019311635683651 -0.00067253043327483459 -0.00215697254776624 -0.002789969635204679 0.0014733219205602913 0.00039961356345111649
leaf_weight=0.0010309163341020167 0.0013447459110014206 0.0010583006700812803 0.0014941010871798444 0.0014747748946390962 0.0016931854505095609 0.0019561614070529023 0.0022749508876971289 0.0014256918979853586 0.0012069477070326684 0.0016948852311315932 0.0031655611199710157 0.001094242411845415 0.001314225542529357 0.0019236816025696166 0.0012798810643754868 0.0031452833667344731 0.001022456380752601 0.0016808002452393112 0.0010391824888711376 0.0031849288715690705 0.0014439387785940552 0.0019001639794984362 0.0032925709306965692 0.0012491712910787109 0.0012755976898120025 0.0019939767217760362 0.0013233301061656979 0.0019022914172381888 0.0073630950561485121 0.0044622554047269005
leaf_count=39 191 16 213 111 60 252 317 106 9 27 61 46 46 72 93 38 14 285 143 146 137 74 136 18 30 115 120 30 121 55
internal_value=0 -0.00182574 4.17737e-05 -6.69245e-05 -0.000139937 -0.00178819 -2.63776e-05 -0.000259339 -0.00016034 0.00102024 0.00204449 0.000857461 0.00138537 0.000869603 0.00143065 0.00160256 -0.000383216 -0.00125676 -0.000286997 0.000515363 -8.4981e-05 -0.000460484 0.00162451 -0.000192076 -0.000941637 0.000446031 8.67831e-05 0.000285038 0.000904886 -0.000553717
internal_weight=0 0.00240305 0.0593082 0.0550035 0.0535287 0.00345026 0.0500784 0.0396322 0.0382065 0.00606739 0.00437251 0.0104462 0.00807638 0.00676215 0.00430477 0.00506896 0.0321391 0.00817986 0.00590491 0.00486573 0.0239593 0.0196442 0.00431503 0.0182003 0.00236984 0.00302489 0.0163001 0.0149768 0.00861227 0.00636455
internal_count=3121 207 2914 2667 2556 465 2091 1799 1693 97 70 292 216 170 247 110 1596 891 574 431 705 555 150 418 76 154 344 224 139 85
is_linear=0
shrinkage=0.00404364


Tree=816
num_leaves=31
num_cat=0
split_feature=52 43 1 128 52 47 51 0 13 4 147 51 14 123 484 42 159 49 15 457 33 393 52 1213 43 133 42 42 51 4
split_gain=0.00215112 0.0020467 0.00257328 0.00253433 0.00233172 0.002569 0.00222987 0.00254845 0.00243227 0.00264127 0.00192641 0.00187491 0.00212385 0.00236318 0.00197629 0.00287963 0.0028043 0.0018876 0.00256162 0.00224605 0.00202745 0.00203946 0.00199791 0.00204652 0.00249538 0.00215157 0.00357784 0.00329401 0.00249846 0.00359108
threshold=0.19022000000000003 0.24789500000000006 0.10752500000000002 0.086435000000000012 0.070205000000000017 0.13148500000000005 -0.43017499999999992 -0.14794999999999997 0.25761500000000009 -0.033174999999999989 1.0000000180025095e-35 -0.10748999999999999 0.083150000000000016 1.0000000180025095e-35 0.085595000000000018 0.079510000000000011 0.090025000000000008 -0.42399999999999993 0.091915000000000011 -0.0029299999999999994 -0.0066799999999999993 0.091220000000000009 0.11434500000000002 -0.082704999999999987 0.070450000000000013 0.084415000000000018 -0.092814999999999981 -1.0000000180025095e-35 0.087505000000000013 0.0061450000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 11 5 6 -4 -8 9 -9 -2 -1 13 14 16 -16 17 -13 19 -19 -21 22 23 -22 25 27 -27 -25 -29 -30
right_child=10 -3 4 -5 -6 -7 7 8 -10 -11 -12 12 -14 -15 15 -17 -18 18 -20 20 21 -23 -24 24 -26 26 -28 28 29 -31
leaf_value=-0.00087036932685795624 -0.00070783754679468235 -0.00071687219818336448 -0.0012685985720771759 -0.0012687297351904299 0.0012688365160081032 -0.00064926953245498045 -5.0530333231301621e-05 -8.2110922477444067e-05 -0.00058169873386168275 0.0010891954947889176 0.0010853060535265721 0.0009137081484524353 -0.0012686161135416171 0.00082757362052533724 0.0010239984619404392 -0.0005509113171706198 -0.0012346668622037356 -0.00080408397322103602 -0.00096601355352410041 -0.0010588358433613312 -0.0012684364626545271 -0.0012686829145320923 -0.00063125115616962106 -0.0010454443691537767 0.00099856864662529912 0.00078081331325616156 -0.0008892002382636918 0.00056428575813113435 -0.0012091422096158942 0.00058476365702892137
leaf_weight=0.0041042976385128318 0.010752968588175094 0.005914634573091603 0.0013342655657879723 0.0027307546881800695 0.0037023206877435646 0.0048384247547801343 0.012334953371208709 0.0039640238501874548 0.0021914836115684002 0.014156759708882312 0.0010586496937321508 0.0032541212240175801 0.0020627337462784104 0.0056531265854005133 0.0062082297807819486 0.0026710939533600708 0.0032481586112833574 0.0053100150797362735 0.0048334825267914985 0.0025296641309751058 0.0014706091913474486 0.0017041223735532176 0.004977919342426417 0.0027695408236834132 0.0062925171676795335 0.0029633454540771709 0.0067969474100308958 0.02773647301513904 0.0034455508482267297 0.0037473359461728251
leaf_count=192 345 165 26 133 82 25 69 67 12 251 5 7 26 91 42 122 128 104 219 19 179 75 23 138 31 15 249 229 42 10
internal_value=0 1.46468e-05 4.40735e-05 -6.29532e-05 0.000307121 0.0002154 0.000338516 0.000404197 0.000680338 0.000832966 -0.000547122 -3.0602e-05 4.68493e-06 3.21551e-05 -1.78299e-05 0.000550231 -8.00402e-05 -3.1854e-05 -7.31127e-05 -1.12319e-05 5.41072e-05 9.95865e-05 0.000138319 0.00020769 0.000248076 0.00014857 -0.000382163 0.000285978 0.000391546 -0.000274557
internal_weight=0 0.152947 0.147032 0.10451 0.0425222 0.0388199 0.0339815 0.0326472 0.0203123 0.0181208 0.0118116 0.101779 0.097675 0.0956123 0.0899591 0.00887932 0.0810798 0.0778316 0.0745775 0.069744 0.064434 0.0619044 0.0602002 0.0552223 0.0537517 0.0474592 0.00976029 0.0376989 0.0349294 0.00719289
internal_count=3121 2771 2606 2074 532 450 425 399 330 318 350 1941 1749 1723 1632 164 1468 1340 1333 1114 1010 991 916 893 714 683 264 419 281 52
is_linear=0
shrinkage=0.00126831


Tree=817
num_leaves=31
num_cat=0
split_feature=14 157 1 474 1213 157 42 42 48 2 51 15 158 15 0 1 4 52 133 52 457 133 43 0 2 52 12 0 0 0
split_gain=0.000470856 0.000616691 0.000735045 0.00075527 0.000706944 0.000583361 0.000636382 0.000866966 0.000634539 0.00146637 0.000755587 0.000925932 0.000932385 0.000683416 0.00134741 0.000862976 0.00108079 0.00110483 0.00117586 0.00110228 0.000961803 0.00108392 0.000911348 0.000886016 0.000607011 0.00059234 0.000582061 0.000566065 0.00113283 0.00106402
threshold=0.076175000000000007 -0.075754999999999989 0.10937500000000001 0.084660000000000027 -1.0000000180025095e-35 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.084624999999999992 0.12879500000000002 0.13754500000000003 0.13705500000000001 -0.24436499999999997 0.094245000000000009 -0.095869999999999983 -0.23091999999999999 0.10920500000000001 -0.0024449999999999997 0.11434500000000002 0.09112000000000002 -0.12005499999999998 0.092360000000000012 0.091250000000000012 -0.09225499999999999 -0.075359999999999996 0.098260000000000014 0.17829500000000004 0.080890000000000017 -0.20211999999999997 -0.13027499999999997 -0.10224499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -3 -6 7 -7 10 -10 11 -8 13 27 -15 16 17 18 19 -16 21 -18 -20 -21 -24 -19 -5 -13 -29 -30
right_child=-2 4 -4 26 5 6 8 -9 9 -11 -12 12 -14 14 15 -17 20 25 22 23 -22 -23 24 -25 -26 -27 -28 28 29 -31
leaf_value=-0.0018300824202299765 -0.0015909521983185598 -0.0023976657830610138 0.0026111402699973627 0.0020361198402893085 -0.0019870850325498443 -0.00020662960397591461 0.0024842251958147885 -0.0024544542889511703 -0.0028179529343720384 0.001138293102471741 -0.0021959078137381684 -0.0017054313910752836 -0.0022193824967904254 0.0028764684332776066 -0.0014634291728383409 0.0019511832510984378 -0.0023679914631212192 -0.0029462032293902417 -0.002889603013243135 0.0009365131883810494 0.0014280480385969367 0.00052321894441574287 -0.0012636153182584797 0.0028008080209817798 0.0018063556851035229 2.4626636865708513e-05 -0.0006796570337145952 0.0023669741000713058 -0.0021274869471350362 0.00063505230432267924
leaf_weight=0.0010863207554612222 0.0016154688289740085 0.0011153059436874715 0.0016341979236216275 0.0018717823798937161 0.001285938745172909 0.0066246980417377088 0.0016728332104936064 0.0019202595801268707 0.0018417985901351122 0.0014550240604194187 0.0010462645095417047 0.0021429749215258198 0.0012870449114732443 0.0020204970505517316 0.0010224127468028118 0.0026855474861235953 0.0034134142862285608 0.0010200250899465848 0.0010316442539064496 0.0049781371802515208 0.0012949537775170938 0.0016781977997970543 0.0010010164932539043 0.0039803118079433392 0.0012649855983646319 0.0013569803944104564 0.0010797047015795869 0.0014157353943176076 0.0022258099884986393 0.0026497979936519478
leaf_count=133 101 463 60 44 162 269 173 305 39 31 26 19 95 30 82 110 124 23 22 125 17 41 125 61 19 123 149 38 24 88
internal_value=0 2.08796e-05 0.000944359 0.000269772 -7.71519e-05 -2.7682e-05 2.1694e-05 -0.00071177 0.000169213 -0.0010719 0.000273624 0.000341365 0.000243073 0.000333155 0.000563685 0.000374707 0.000182634 0.000599229 0.000930302 0.00143414 -0.000838575 -0.00141505 -0.000594645 0.00176483 0.000450182 -0.00125022 0.00104264 -0.000397935 4.74283e-05 -0.000626101
internal_weight=0 0.0591036 0.00567201 0.00403781 0.0534316 0.0523163 0.0510304 0.00854496 0.0424854 0.00329682 0.0391886 0.0381423 0.0364695 0.0351824 0.0267481 0.0247276 0.0220421 0.0156555 0.0132785 0.00998086 0.00638657 0.00509161 0.00329765 0.00895845 0.002266 0.00237701 0.00295149 0.00843432 0.00629134 0.00487561
internal_count=3121 3020 386 326 2634 2171 2009 574 1435 70 1365 1339 1166 1071 902 872 762 580 434 268 182 165 166 186 144 146 193 169 150 112
is_linear=0
shrinkage=0.00294557


Tree=818
num_leaves=31
num_cat=0
split_feature=1 128 50 51 48 147 48 52 47 47 47 50 454 48 16 52 160 160 1 15 403 159 43 16 12 2 42 43 4 2
split_gain=0.000449236 0.000945526 0.000642501 0.000653978 0.000529218 0.000781229 0.000576791 0.00129018 0.000663871 0.00054627 0.000753095 0.000489639 0.000473089 0.000526962 0.00126969 0.000650361 0.000856399 0.000775774 0.000626883 0.000698956 0.000580225 0.000575093 0.000622339 0.00105664 0.000683353 0.00092054 0.000569871 0.000556357 0.000528515 0.000576817
threshold=0.10752500000000002 0.086435000000000012 0.10124500000000002 -0.10748999999999999 -0.089099999999999999 1.0000000180025095e-35 0.12879500000000002 0.024145000000000003 0.087885000000000019 0.10783500000000001 0.13206500000000002 0.08461500000000001 1.0000000180025095e-35 0.090390000000000012 -0.094359999999999986 -0.11592499999999999 0.10210000000000001 -0.089974999999999986 0.098700000000000024 -0.10324499999999999 -0.088999999999999982 0.088450000000000015 -0.15582499999999996 -0.056919999999999991 0.090020000000000017 0.10005000000000001 0.082250000000000004 -0.014584999999999999 0.053180000000000012 0.088225000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -2 6 8 -8 11 -10 -11 -6 13 15 -15 -5 17 -17 19 -19 -21 22 -22 24 27 -26 -25 -24 29 -29
right_child=4 -3 -4 12 5 -7 7 -9 9 10 -12 -13 -14 14 -16 16 -18 18 -20 20 21 -23 23 26 25 -27 -28 28 -30 -31
leaf_value=-0.0030304410236078796 -0.0024835509382305091 -0.004465001510563291 -0.0036213119616859244 -0.0029641403798424748 0.0025411713126397683 0.0044649336456660249 -0.0032833912735471399 0.0020463391829658871 -0.0023315074515978555 0.0025444661683076027 -0.0013160635092483994 -0.00081026638358240404 0.002585412144878679 -0.0016959405301275822 0.002489649262687479 -0.0029538212566544279 -0.0040736705159931099 -0.0034522673132977846 0.0028967599008556406 -0.0030010209938981808 0.0020875558639898545 0.0030778140039726277 -0.0011440381224325411 -0.001005201398527555 -0.0037651465921580331 0.0014294688080547962 -0.004465327872777934 -0.00049352588380414226 0.0038861173096373645 0.0026172204166610672
leaf_weight=0.0014460302206724665 0.0010696218342047805 0.0010535375893803147 0.0010521835102912372 0.0017505677775266895 0.0052232937328628992 0.0010599666813604349 0.00214379938552156 0.0015669958597754885 0.0016039701372108084 0.0021633302416432798 0.0018845448045397006 0.0010422572915658179 0.0013898196949071453 0.0021762390676016707 0.0042964510297647243 0.0016578541768397228 0.0010693006364879123 0.0011044692815675985 0.0016074932544114509 0.0010812026247553055 0.0028261331352652441 0.001437636747709802 0.0015203680540967161 0.0045203300006511253 0.0014289886802512078 0.001297212404096193 0.0012007278885306505 0.0023697738523846771 0.0018364933473549172 0.0023826799160033829
leaf_count=194 19 178 281 173 303 50 44 23 37 57 19 38 27 46 147 225 80 82 69 276 52 37 79 88 111 40 145 162 11 28
internal_value=0 -0.000290909 -0.000179443 -8.51332e-05 0.000560731 0.000755854 0.000504289 -0.00103275 0.000982887 -0.000126565 0.000747143 0.00198367 3.01192e-05 -6.97404e-05 0.00108238 -0.000326082 -0.000157172 2.23749e-06 0.000201344 1.30081e-05 0.000187758 0.000353351 0.000151275 -0.000179239 0.000640292 -0.00129338 -0.00173141 0.00129036 0.00185208 0.00106607
internal_weight=0 0.0405055 0.039452 0.0383998 0.0177578 0.0166882 0.0156282 0.0037108 0.0119174 0.00565185 0.00404788 0.00626555 0.0369537 0.0355639 0.00647269 0.0290912 0.0273407 0.0262714 0.0246135 0.023006 0.0219015 0.0208203 0.0193827 0.0165566 0.0108355 0.0027262 0.00572106 0.00810932 0.00658895 0.00475245
internal_count=3121 2531 2353 2072 590 571 521 67 454 113 76 341 1878 1851 193 1658 1485 1405 1180 1111 1029 753 716 664 431 151 233 280 201 190
is_linear=0
shrinkage=0.0044645


Tree=819
num_leaves=31
num_cat=0
split_feature=39 42 42 9 13 43 39 42 3 0 47 133 4 0 457 42 160 14 402 42 13 1212 133 159 52 151 4 15 2 1
split_gain=0.00264557 0.00386614 0.00265807 0.00246447 0.00233558 0.00228388 0.00238636 0.00313148 0.00252662 0.0030501 0.00412087 0.00292919 0.00227966 0.00216032 0.00196027 0.00194363 0.00282326 0.00235319 0.00240324 0.00218169 0.00207564 0.00310831 0.00261328 0.00191801 0.00203091 0.00189487 0.00160751 0.00232577 0.00199418 0.00271796
threshold=0.16946000000000003 -0.11051499999999999 -0.106335 -0.036024999999999995 -0.23438999999999996 0.24789500000000006 0.085220000000000004 -1.0000000180025095e-35 -0.11255999999999998 -0.10011499999999998 0.10813000000000002 0.09635500000000001 -0.51843499999999987 -0.11756999999999999 -0.068264999999999978 0.083995000000000014 0.032695000000000009 -0.073394999999999974 -0.50169499999999989 0.084050000000000014 -0.063184999999999977 -0.50120999999999993 1.0000000180025095e-35 -0.032739999999999991 -0.23798499999999997 -0.091299999999999978 -0.031404999999999995 -0.015744999999999999 0.090675000000000019 0.11181500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 12 6 8 -8 11 10 14 23 -5 -14 -10 17 19 -11 -19 -17 21 -21 -22 -6 -25 -20 -16 28 -28 -30
right_child=-2 2 3 4 5 -7 7 -9 9 15 -12 -13 13 -15 26 16 -18 18 25 20 22 -23 -24 24 -26 -27 27 -29 29 -31
leaf_value=-0.00092091420402652202 0.0012945611755146383 0.0011758054028537016 0.0012941320505346649 -0.0011283961401200068 -0.00093806239752307168 -0.0011640355569465994 -0.00073629238006112227 0.0010792181451372822 -0.00069552310283405646 0.00081581586358681481 -0.001166100251163413 -0.00094867812305080707 -7.9534642699984935e-05 0.00092083999878204211 -0.00052777458732315978 0.0012263080324063905 0.0005563556784271863 0.00096187201015200034 0.00065520547742989679 0.00087484126530387111 0.00068167749361510018 -0.0011112655331446555 -0.0012941241700215804 -0.0007183384532211775 0.00059458586740887532 -0.001164753145410384 -0.0002750375341533053 0.00083718543318765497 0.00072369903311030851 -0.00048656727851385177
leaf_weight=0.0081628254891494834 0.0024754615427013951 0.0031124810702749519 0.0023114221030695594 0.0014878314950692575 0.0017450522728523757 0.0033454147610143528 0.0021658151609571519 0.0059808328024928414 0.0047055490951208858 0.0014036838632875961 0.0047467712743127768 0.0031894508790060163 0.0057570629098364625 0.0096999983806256313 0.0047339673510151661 0.0011768189890801741 0.0057077615906528925 0.0010590403812074092 0.0010220227709964993 0.0014953548075595799 0.0037171200897887528 0.011168057473696532 0.0016037023567587738 0.0021801286293054957 0.020634605638633733 0.015149560408788787 0.013400036703444581 0.0092348683008367551 0.011691782815290708 0.0042287263768230323
leaf_count=179 23 10 88 7 29 166 32 138 36 15 30 22 76 74 41 10 146 21 37 15 23 764 106 79 158 591 55 34 98 18
internal_value=0 -5.27606e-05 -7.86755e-06 -3.16759e-05 -5.17801e-05 -0.000108412 -8.16864e-05 0.000596558 -0.000126248 -0.000225407 -1.62479e-05 0.000217672 0.000401029 0.000548245 9.74743e-05 -0.000478985 -0.000242284 -0.000794881 -0.000926095 -0.000480185 -0.000591851 -0.000876737 8.61685e-05 0.00036914 0.000469126 -0.00104973 0.000183673 0.000271027 9.27083e-05 0.000402234
internal_weight=0 0.166018 0.157855 0.154742 0.152431 0.135486 0.132141 0.00814665 0.123994 0.0962448 0.0527417 0.0277492 0.0169449 0.0154571 0.0479949 0.0435031 0.0248688 0.0186343 0.0172306 0.0191611 0.0179842 0.0126634 0.00532082 0.0245598 0.0228147 0.0161716 0.0432894 0.0385554 0.0293205 0.0159205
internal_count=3121 3098 2919 2909 2821 2664 2498 170 2328 2040 312 288 157 150 282 1728 1064 664 649 918 908 779 129 266 237 628 246 205 171 116
is_linear=0
shrinkage=0.00129368


Tree=820
num_leaves=31
num_cat=0
split_feature=52 52 151 4 11 3 43 157 403 401 43 123 12 133 15 43 4 1 15 52 15 48 1 3 457 2 151 4 52 42
split_gain=0.00045607 0.000803375 0.0007361 0.000828293 0.000989466 0.000813265 0.0005831 0.000588498 0.000593774 0.00080212 0.000788098 0.000590252 0.000591648 0.000624625 0.00134261 0.000650771 0.000527725 0.000692866 0.000989253 0.000695698 0.000676954 0.000613451 0.000522615 0.00143561 0.000651411 0.000708487 0.000686712 0.000673063 0.000698237 0.000509115
threshold=0.19022000000000003 0.13389000000000004 -0.24431999999999998 0.27834500000000006 0.081790000000000015 0.11296500000000002 0.24789500000000006 0.087580000000000005 0.10301500000000001 1.0000000180025095e-35 0.13895500000000002 1.0000000180025095e-35 -0.029094999999999999 0.084415000000000018 0.088345000000000021 -0.27207999999999993 -0.27825499999999997 0.13075500000000004 0.088345000000000021 0.0031350000000000002 -0.10653 0.086665000000000006 0.11212500000000002 0.10299500000000002 -0.0029299999999999994 0.089885000000000007 -0.0083949999999999979 0.053180000000000012 -0.080979999999999983 0.088465000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 6 -5 7 8 9 10 11 12 -4 15 -15 -14 21 18 19 20 -18 -17 23 24 -22 27 -27 28 -26 -2
right_child=29 -3 3 5 -6 -7 -8 -9 -10 -11 -12 -13 13 14 -16 16 17 -19 -20 -21 22 -23 -24 -25 25 26 -28 -29 -30 -31
leaf_value=-0.0032226233832521141 -0.00041862807639176796 0.0021090981930184448 -0.0021521248433447261 0.0026216600523236741 -0.0034227396305487887 -0.00046385088475302613 -0.0026284173580689656 -0.0028859055791516249 -0.0019519520439508589 -0.0029796563846854465 0.002461158482491141 0.0020090807220908679 0.002546881396203063 -0.0030193699085131701 0.0015722573989642179 -0.0027496037570192648 0.0022084746834282235 0.0030391378833558528 -0.0021891201263468164 0.0020747970048458019 -0.002884007961301692 0.00088677614371942637 -0.0023381130858202439 0.0038851424117582176 0.00016650283864199042 -0.00062738904424889535 0.0032849340364338522 0.0010841641430013886 -0.0032532420115114285 -0.0035334008260673
leaf_weight=0.0010776330153099414 0.0027504449174893244 0.0027582231047276187 0.0017838865928130323 0.0033976458543154555 0.0013546434840598911 0.0020805702002313353 0.0012842290200358866 0.0010194990320255828 0.0020168056458129682 0.0011543380311835874 0.0024067017859490383 0.0024316698592912181 0.001918921866490563 0.0025206705308786761 0.0015556617719090227 0.0018128170371696081 0.0020768378215834009 0.0014120685469407581 0.0022796644624594178 0.0035336333598654504 0.001383236045146675 0.0011424093940561875 0.0015020012055799734 0.0013345169678586908 0.0015907430802837279 0.0011883561918466512 0.0015771835121825006 0.001885536286607703 0.0020827633215017276 0.001113660774788805
leaf_count=68 184 54 58 206 116 97 144 78 156 155 36 121 19 417 168 53 37 33 156 229 39 28 52 14 57 20 43 15 102 166
internal_value=0 6.62496e-05 -4.46583e-05 2.42114e-05 -0.000152285 0.00144981 -4.90008e-05 3.06091e-05 0.000103862 0.00021135 0.000309788 0.000161907 2.40436e-05 0.000150096 -0.00126705 0.000366287 0.000197574 0.000406089 0.00022414 0.000527168 0.000153138 -0.00134388 -0.000187143 0.000105437 -0.000414153 -3.75477e-06 0.0016038 -0.000803491 -0.00177239 -0.00131633
internal_weight=0 0.0535629 0.0508046 0.049727 0.0442488 0.00547822 0.0428942 0.0416099 0.0405904 0.0385736 0.0374193 0.0350126 0.0325809 0.030797 0.00407633 0.0267207 0.0248018 0.0218465 0.0204345 0.0181548 0.0146212 0.00295523 0.0125443 0.0110423 0.00970782 0.00832458 0.00276554 0.00555904 0.00367351 0.00386411
internal_count=3121 2771 2717 2649 2346 303 2230 2086 2008 1852 1697 1661 1540 1482 585 897 878 797 764 608 379 81 342 290 276 237 63 174 159 350
is_linear=0
shrinkage=0.00388662


Tree=821
num_leaves=31
num_cat=0
split_feature=1456 11 4 3 16 2 4 157 16 157 1213 130 13 48 4 150 16 15 150 457 1 15 4 4 4 52 150 52 52 133
split_gain=0.000423861 0.000487223 0.000569636 0.00102844 0.00055877 0.000793699 0.00077335 0.000758082 0.000738626 0.000711538 0.000992203 0.000693588 0.000892366 0.000618695 0.000706038 0.00065616 0.000556907 0.000535177 0.000489451 0.000456351 0.000454574 0.000451602 0.000503128 0.000647807 0.000587077 0.000419449 0.000522728 0.000481027 0.000477285 0.000509959
threshold=-1.0000000180025095e-35 0.088215000000000002 0.27287000000000006 0.11296500000000002 -0.36241499999999999 0.10912000000000001 0.033845000000000007 -0.084489999999999996 -0.48836499999999994 -0.08107499999999998 -1.0000000180025095e-35 -0.0015749999999999998 -0.010094999999999998 0.092475000000000016 0.24564500000000003 0.088985000000000009 -0.069894999999999985 0.091295000000000015 0.083095000000000016 0.045365000000000009 0.11249000000000002 0.091650000000000023 -1.0000000180025095e-35 0.053180000000000012 -0.49405499999999997 -0.088204999999999992 0.083095000000000016 -0.0027449999999999996 0.10611000000000001 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 -4 8 7 16 -6 17 -9 -11 12 -12 14 15 21 -7 -2 -18 -15 -3 22 24 -24 -13 -26 27 -27 29 -29
right_child=1 20 3 -5 5 6 -8 9 -10 10 11 13 -14 19 -16 -17 18 -19 -20 -21 -22 -23 23 -25 25 26 -28 28 -30 -31
leaf_value=-0.0018698267229847571 -0.0012727322020204736 -0.0028890397305476713 0.0027838067679929936 -0.00027139996099712559 -0.0027860415256838445 0.0032401080760768647 -0.00071726232345674964 0.0021847101184841191 -0.0026129003915940337 -0.0033837018682953053 0.0011969414220206116 -0.0012683649562019528 -0.0025507813500752993 0.00059110089780762003 0.002471043841665692 -0.0019961261150550345 0.00017855053480143974 0.0014532107125319158 0.0029103645391840862 0.0032567424497008386 3.6580108918520333e-05 -0.0018929318244799479 -0.0022942775089996666 0.00010343703845353496 -0.00057939860773932443 -0.0011191835720630768 0.0033841451254090198 -0.00029876722861961529 -0.00055147396717817069 0.0022525042662495075
leaf_weight=0.0013859468389574294 0.0018405773331373609 0.0012399130506226532 0.002392551191700675 0.0026678830036228618 0.0011693008549409347 0.0019005746577152038 0.0019597044934838159 0.0016031611116043001 0.002101297515337385 0.0010352176798038562 0.0010360650453833387 0.001746757847659086 0.0024411390449419193 0.0019804712111213254 0.0012352089424894066 0.0020187358663266144 0.0025630619176046912 0.0014936326188319526 0.0010619314982633909 0.0011693894794575499 0.0011930262363648581 0.0013080684152146907 0.0018675044549025912 0.0041715974153246904 0.0019372403773174575 0.0011959313905118805 0.0010632653324620378 0.0011535430711955294 0.0013840078881757201 0.0040321303063564152
leaf_count=288 57 72 200 116 177 78 90 65 44 395 55 61 102 113 10 43 129 19 28 29 38 218 111 69 124 74 34 80 60 142
internal_value=0 2.52026e-05 9.50616e-05 0.00117309 -2.23333e-05 0.000112703 0.00110894 -0.000109573 -0.00104176 -1.29188e-05 -0.000127395 -1.40505e-05 -0.00143411 0.000173959 -1.77483e-05 -0.000158258 0.00175662 -5.15862e-05 0.000978828 0.00158072 -0.00145442 2.85579e-05 0.000164039 -0.000638021 0.000551138 0.000846345 0.00115918 0.000854542 0.00121383 0.00168498
internal_weight=0 0.0539629 0.0515299 0.00506043 0.0464695 0.041034 0.00748527 0.0335487 0.00543551 0.0323794 0.0307763 0.0297411 0.0034772 0.0262639 0.023114 0.0218788 0.00552557 0.00333421 0.00362499 0.00314986 0.00243294 0.01986 0.018552 0.0060391 0.0125129 0.0107661 0.00882888 0.00776561 0.00656968 0.00518567
internal_count=3121 2833 2723 316 2407 2287 325 1962 120 1785 1720 1325 157 1168 1026 1016 235 76 157 142 110 973 755 180 575 514 390 356 282 222
is_linear=0
shrinkage=0.00338353


Tree=822
num_leaves=31
num_cat=0
split_feature=0 1 15 12 3 42 49 133 1429 48 147 12 47 3 48 50 2 15 15 457 16 1374 3 51 4 0 0 0 4 16
split_gain=0.000416696 0.000747696 0.000711386 0.000921524 0.000798366 0.000720973 0.000678625 0.000605766 0.000598664 0.000577287 0.000925776 0.000625975 0.000608638 0.000591911 0.000630743 0.000794461 0.000862918 0.000956454 0.000847017 0.00103209 0.000945486 0.000777466 0.000697972 0.00068423 0.000677215 0.000620701 0.000840551 0.000773025 0.000541567 0.00100825
threshold=1.0000000180025095e-35 1.0000000180025095e-35 0.083935000000000023 0.091840000000000019 0.084940000000000015 0.091295000000000015 0.0034800000000000005 0.083950000000000011 0.084690000000000015 -0.086869999999999989 1.0000000180025095e-35 -0.069644999999999985 0.090100000000000013 0.16158000000000003 0.12649500000000002 0.10647500000000001 0.10402500000000002 -0.11713499999999999 -0.10653 -0.0029299999999999994 -0.056919999999999991 -0.094929999999999987 0.10893000000000001 0.14122000000000004 0.071150000000000005 -0.11173999999999999 -0.10224499999999999 -0.083914999999999976 -0.49405499999999997 0.38525000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 5 -1 7 28 -4 9 -3 11 12 -11 14 15 16 17 -13 -19 -20 21 -21 -18 -16 -22 -23 -27 -28 29 -2
right_child=6 8 3 -5 -6 -7 -8 -9 -10 10 -12 13 -14 -15 23 -17 22 18 19 20 24 25 -24 -25 -26 26 27 -29 -30 -31
leaf_value=-0.0023089027038033999 -0.0022649277924543742 -0.0017717738377249965 -0.0020805692763259291 -0.0023989193142857509 0.00084605914259327781 0.0020968618731409903 0.0029171480781200322 0.00096159998475367795 0.0021697079049435605 0.0025228821081103659 0.0027835515193623118 -0.0025789843589585715 -0.00027277264943438014 0.0022220367018404696 -0.0031732422892230545 -0.0026593569868044033 0.0024990814806501731 0.0024856300269219941 -0.0031887754812456488 -0.0018760719653140418 -0.0020276768620205807 0.0023222906310302418 -0.00017433677956008777 -1.2206526879650103e-05 0.00029439611870051208 -0.0020135178853492326 0.0024143971624983351 -0.00095576686686996127 0.00097538520776772951 0.001458384329564161
leaf_weight=0.0042745993593291676 0.0018283514210750695 0.0017533858436422625 0.0012622468792979902 0.001361993978176379 0.0010075583647335407 0.0018896667702836822 0.0011355818844904775 0.001407195886879542 0.0013562283226562491 0.0018376757287814618 0.0012617666668148777 0.0016361346221387329 0.0013907774740360423 0.0010109478042465972 0.0014873055579016628 0.0011570712900015314 0.0023560916771216958 0.0012640043490819075 0.001110731015810276 0.0010212922234131873 0.0029921658398812867 0.0026223626143249074 0.0017156754012930264 0.0013085944192425814 0.0022270922095231072 0.0011240577350690667 0.0019461570141849844 0.0010735349753980914 0.0045289707063584927 0.0012413127388448686
leaf_count=836 73 47 311 238 12 54 39 80 49 169 62 53 38 64 33 121 71 10 31 13 221 45 18 15 18 7 51 129 155 58
internal_value=0 -0.000143016 -0.000856461 -9.76129e-05 -0.0017071 0.000589882 0.000618187 -0.000476891 9.44938e-05 7.35007e-06 0.000109483 -5.74439e-06 0.00131855 -0.000169848 -0.000266407 -8.70204e-05 5.41117e-05 -0.000261365 -1.48371e-05 -0.000238717 1.32093e-05 0.000716966 0.00137261 -0.00169375 -0.00103683 0.00110837 0.000340136 0.00121627 0.000274618 -0.000759292
internal_weight=0 0.0448563 0.0112033 0.0059211 0.00528216 0.00455911 0.00873422 0.00266944 0.0336531 0.0322968 0.0305434 0.0292817 0.00322845 0.0260532 0.0250423 0.0222464 0.0210893 0.0170175 0.0153814 0.0141174 0.0130067 0.0077874 0.00407177 0.0027959 0.00521926 0.00676611 0.00414375 0.00301969 0.00759863 0.00306966
internal_count=3121 2796 1531 683 848 445 325 391 1265 1216 1169 1107 207 900 836 788 667 578 525 515 484 245 89 48 239 232 187 180 286 131
is_linear=0
shrinkage=0.00318838


Tree=823
num_leaves=31
num_cat=0
split_feature=128 124 0 480 3 3 40 13 159 403 15 133 2 12 15 13 15 43 41 4 2 48 49 1 0 43 16 0 4 52
split_gain=0.000431136 0.000504884 0.000516196 0.000508317 0.000467428 0.000623314 0.000700929 0.000842818 0.000687556 0.000577006 0.000633302 0.000915324 0.000832959 0.000568697 0.00082595 0.000608082 0.000563006 0.000555778 0.000476384 0.000459987 0.000432933 0.000801129 0.000557983 0.000441636 0.000557987 0.000365964 0.00054899 0.000359022 0.000462139 0.00087594
threshold=0.086435000000000012 -0.043384999999999993 -0.069954999999999976 1.0000000180025095e-35 -0.11255999999999998 0.13524500000000003 0.05433000000000001 0.17001000000000002 0.082105000000000025 -1.0000000180025095e-35 0.088235000000000022 -0.087414999999999979 0.092875000000000013 0.084100000000000022 -0.053579999999999996 -0.0021749999999999994 -0.073184999999999986 0.055925000000000009 0.079885000000000025 0.23246000000000003 0.11263500000000001 0.099600000000000008 -0.069799999999999987 0.094825000000000007 -0.15202999999999997 -0.083269999999999997 -0.088159999999999988 -0.060129999999999996 -0.35136499999999998 0.10024500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 18 6 7 8 9 -6 11 -11 25 15 -15 -13 -7 -18 19 27 21 22 -17 24 -24 -12 -27 -3 29 -29
right_child=-2 3 -4 -5 5 16 -8 -9 -10 10 12 13 -14 14 -16 20 17 -19 -20 -21 -22 -23 23 -25 -26 26 -28 28 -30 -31
leaf_value=0.00047427047804932446 -0.0018504034906418241 -0.00093066777354679187 0.003694512600363492 -0.002581335935065428 -0.0028990226533391656 0.0027449619384297334 0.0027254383545595885 -0.0032488856601023829 -0.002377053203721253 -0.003964593780139661 0.0038165858569236349 0.0027206496719147958 -0.0016269501556739287 0.00038158814250798423 -0.0028534370106470361 -0.0018166350923390321 -0.0011116873351427528 0.0021148769194570993 -0.0009920745056072038 0.0034799700286565704 -0.0017377878459400541 0.0030750861136587936 0.001288319261953092 0.0026448194344310776 -0.001592283409249527 0.002499106634440286 -0.0011305574890492747 -0.0019580678582234072 0.0028694736304116417 0.0027766544709550015
leaf_weight=0.0025481570057621639 0.0019510386263335002 0.0013926784211228949 0.0011289009887711634 0.0012267604137607959 0.0011630584918846934 0.0019465714094364372 0.0010749182894791423 0.0016932187608063023 0.0024384705833886402 0.0010606863984543571 0.0012436403948186125 0.0014214561357945863 0.0012932449400837598 0.0023780590926074582 0.0025925812152896082 0.0022885846865534649 0.0022410873805114298 0.0013410652854872751 0.0018010579394740489 0.0012440739340036089 0.001933729192813872 0.0014098693927451222 0.0022192772492530839 0.0011956287325141091 0.0020176029015459528 0.0018962346731967727 0.0010004131129530682 0.0013130928252458318 0.0018696075024990932 0.0011535689781112524
leaf_count=154 207 80 93 236 526 99 21 65 246 158 21 93 100 214 201 31 42 13 73 52 34 15 28 38 30 32 98 82 30 9
internal_value=0 4.952e-05 0.00146292 -6.38309e-05 5.37872e-06 -0.000195349 -0.000418566 -0.000534123 -0.00036729 -0.00017215 -3.97333e-05 -0.000388926 0.00115032 -0.000171666 -0.00130573 0.000279797 0.00102882 9.62548e-05 0.000825518 0.00129498 -3.37741e-05 0.000327097 -0.000174685 0.000517029 -8.34241e-05 0.00201781 0.00124553 0.000820501 0.00138292 0.000256191
internal_weight=0 0.0495273 0.00367706 0.0458502 0.0446235 0.0358494 0.0303207 0.0292458 0.0275525 0.0251141 0.023951 0.0185175 0.00543353 0.0174568 0.00497064 0.0124861 0.00552872 0.00358215 0.00877408 0.00697302 0.0110647 0.00913096 0.00772109 0.00543251 0.00423688 0.00414029 0.00289665 0.00572895 0.00433627 0.00246666
internal_count=3121 2914 247 2667 2431 2105 1951 1930 1865 1619 1093 842 251 684 415 269 154 55 326 253 176 142 127 96 58 151 130 201 121 91
is_linear=0
shrinkage=0.00396435


Tree=824
num_leaves=31
num_cat=0
split_feature=1446 1 51 150 1 42 15 47 12 48 43 4 4 2 52 52 52 3 43 3 16 403 12 47 47 16 151 160 3 51
split_gain=0.000414943 0.000398044 0.000905072 0.000604933 0.000456174 0.000583446 0.000563109 0.000527055 0.000480292 0.00045271 0.000434483 0.000627459 0.000525026 0.000569168 0.000665945 0.000812818 0.000732455 0.000660953 0.000559883 0.000519776 0.000507632 0.000478524 0.000428317 0.000980168 0.000854603 0.000493541 0.000913377 0.000373721 0.000416002 0.000465545
threshold=0.083530000000000007 0.094385000000000011 0.08955500000000001 0.076925000000000007 0.092695000000000013 -1.0000000180025095e-35 0.088345000000000021 0.09550500000000002 1.0000000180025095e-35 0.12879500000000002 -0.16318499999999997 -0.49405499999999997 -0.15764999999999998 0.10402500000000002 -0.087284999999999988 -0.077024999999999996 -0.0064899999999999992 0.076840000000000006 -0.082689999999999986 -0.081054999999999974 -0.088159999999999988 0.089965000000000017 -1.0000000180025095e-35 0.090100000000000013 0.11312500000000002 -0.056919999999999991 -0.055494999999999996 -0.092739999999999975 0.099930000000000005 -0.066639999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 22 5 6 8 10 -1 -5 -7 -12 -13 14 19 -16 -17 18 -18 -14 21 -20 23 -3 -25 26 -24 -27 29 -29
right_child=-2 3 -4 9 -6 7 -8 -9 -10 -11 11 12 13 -15 15 16 17 -19 20 -21 -22 -23 25 24 -26 27 -28 28 -30 -31
leaf_value=-0.00061723040329589632 -0.0022630293071771498 0.0038868644322993437 -0.0032398914424848642 0.0023470157868968758 -0.0024251199101952251 0.0019514017630127502 0.00061661238653000863 0.0025460712210881508 -0.0038868264262418516 -0.00059468976276502022 -0.002640248443365099 0.0016135803705509531 -0.00011231858450290756 -0.0029062216072024026 0.0030411986622628142 -0.0026446882763451517 0.0018079374661027856 0.0031537796276420857 -0.0011806150597676421 -0.0038870604964248582 -0.0027215064326391323 0.0022713640779150456 -0.0027886718727386998 -0.0028985737245419045 0.0017486275215093108 0.0010852991764987098 0.0010836245754176632 0.00073036186818923243 -0.0028185034956139652 -0.0024908809107797129
leaf_weight=0.0012753354223740123 0.0012152380985257496 0.0013568806415733521 0.0014696707050729776 0.0035422244352325541 0.0012196517971183587 0.0017555288007997617 0.0014863607831077097 0.0014417312994190459 0.0014506274889085624 0.0010171774204081885 0.0013324290631757585 0.002959419431100222 0.0011762258699001826 0.0010768341053497563 0.0015712618059850981 0.001334733733321599 0.001712506898466689 0.0011764059150891626 0.0015315659910015668 0.0010367381407605453 0.0014112810977060927 0.0010044470243153469 0.0010954684634043588 0.0010419796226415201 0.0014021184952923704 0.0010120569505875903 0.0057493428656805162 0.0017223570839668394 0.0021005416787307496 0.0011174316631246198
leaf_count=63 263 162 188 215 59 31 150 83 441 12 35 32 103 114 25 147 40 15 129 46 211 42 28 17 32 34 166 97 43 98
internal_value=0 3.62959e-05 -0.000272723 0.000436821 -0.000104698 9.72652e-06 -0.00130783 0.000280179 -0.00235715 0.00169074 0.000108957 -7.77493e-05 0.000135762 -0.000199834 4.39378e-05 0.000481129 -1.11688e-05 0.000503012 -4.79575e-05 -0.00188072 -0.000853125 0.000186622 9.23789e-05 0.00123798 -0.00023259 -0.000247884 0.000463888 -0.00106637 -0.00150715 -0.000537169
internal_weight=0 0.0485803 0.0274228 0.0211576 0.0259531 0.0247334 0.00421232 0.0205211 0.00272596 0.0045594 0.0190794 0.0173238 0.0159914 0.013032 0.0119552 0.0097422 0.00817094 0.00683621 0.0056598 0.00221296 0.00394729 0.00253601 0.0165982 0.00380098 0.0024441 0.0127972 0.00684481 0.00595239 0.00494033 0.00283979
internal_count=3121 2858 1954 904 1766 1707 654 1053 504 227 970 939 904 872 758 609 584 437 422 149 382 171 677 211 49 466 194 272 238 195
is_linear=0
shrinkage=0.00388662


Tree=825
num_leaves=31
num_cat=0
split_feature=39 42 123 1456 1425 15 1374 156 15 15 158 3 160 403 3 0 1213 131 12 15 52 33 1374 12 1 133 52 133 15 50
split_gain=0.00183316 0.00254833 0.00215128 0.00196616 0.00165289 0.0033217 0.00188904 0.00172689 0.00187008 0.00259886 0.00235027 0.00208045 0.00237698 0.00208954 0.00197655 0.00210148 0.00200955 0.00199474 0.00197477 0.00212447 0.00198665 0.00192484 0.0023758 0.00252852 0.00199558 0.00161085 0.0015594 0.00153646 0.00172505 0.00141358
threshold=0.16946000000000003 -0.11466499999999999 1.0000000180025095e-35 0.075120000000000006 1.0000000180025095e-35 -0.24436499999999997 0.097240000000000007 0.091255000000000017 -0.11713499999999999 -0.10653 0.094245000000000009 0.10299500000000002 -0.095794999999999977 -0.092474999999999988 -0.10831999999999999 0.047850000000000011 -1.0000000180025095e-35 0.10033500000000002 0.092355000000000007 0.088235000000000022 -0.091869999999999993 -0.0066799999999999993 -0.094929999999999987 0.084100000000000022 0.089875000000000024 -1.0000000180025095e-35 0.26521500000000003 0.09635500000000001 0.050935000000000008 0.12170000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 29 7 8 -7 -10 11 12 -11 -14 27 16 -16 18 19 20 -18 -22 -23 -24 -25 -4 -27 28 -15 -3
right_child=-2 2 25 -5 -6 6 -8 -9 9 10 -12 -13 13 14 15 -17 17 -19 -20 -21 21 22 23 24 -26 26 -28 -29 -30 -31
leaf_value=-0.00092673839728631732 0.0013734267459456534 0.001207889719680283 -0.00054585299910434298 -0.0013730369189699485 -0.0013744314081657457 -0.00063370040470439972 -0.0013732526255830913 -0.00083424305054513278 0.0010809554712541188 -0.00096357941575016639 -0.0012621622844920248 0.00044061890467025704 -0.0013729608121864508 0.00096999559263154234 -0.0013729924371140741 -0.0013734787769068377 -0.0012384253307577845 0.001152443384771889 -0.0010205747726421148 0.00069179602820081067 -0.0013733464246650675 -0.00094781546160231666 0.00064355886498356093 -0.0011827481680851983 0.00096598872336226427 0.0010730470404108291 -0.00070093082880682992 -0.00055578355056650625 -0.00020455352982910326 -0.00044600890913226916
leaf_weight=0.0060450758663659334 0.0017129145673493431 0.0055069964132599116 0.0019253255140938572 0.002134819383680763 0.0017312774046303039 0.0084342851928633777 0.0020935618048270035 0.0051089721191015505 0.0043228221499305155 0.0053183627456583329 0.0027352266505538117 0.018245801005321027 0.0020337338223264103 0.0092000872720632149 0.0020046829614237529 0.002332485206011369 0.0027549467299508015 0.0028008469501799018 0.0035616339782897901 0.0075802548715131471 0.00176649192349032 0.0032642577864407931 0.012393972364748165 0.0029959411504236746 0.0011188485602531273 0.0073161694362653407 0.0010705940858315444 0.0022869440645081349 0.0031683701821734198 0.001183273980359445
leaf_count=169 23 138 26 229 64 161 24 159 25 217 134 127 273 87 299 25 103 29 150 84 16 38 74 151 13 221 7 12 32 11
internal_value=0 -5.59579e-05 -1.43098e-05 -6.76942e-05 -4.32378e-05 -2.26994e-05 -8.21745e-05 -5.60411e-05 -1.56036e-05 4.23946e-05 -1.00758e-05 3.1272e-05 -8.43775e-05 -5.47711e-06 4.31182e-05 -0.000106572 -3.31404e-05 3.71047e-05 -5.10503e-05 5.72829e-05 -0.000140695 -2.93293e-07 0.000122373 0.00033398 -0.000598487 0.000586616 0.000846594 0.000477974 0.000669117 0.000915373
internal_weight=0 0.132436 0.126391 0.116079 0.113944 0.112213 0.105523 0.103429 0.09832 0.0898857 0.0855629 0.0828277 0.0645819 0.0592635 0.0572298 0.0425744 0.0402419 0.0382372 0.0354363 0.0318747 0.0242945 0.0215395 0.019773 0.0165088 0.00411479 0.0103121 0.00838676 0.0146554 0.0123685 0.00669027
internal_count=3121 3098 2929 2675 2446 2382 2233 2209 2050 1889 1864 1730 1603 1386 1113 982 957 658 629 479 395 292 276 238 164 254 228 131 119 149
is_linear=0
shrinkage=0.00137286


Tree=826
num_leaves=31
num_cat=0
split_feature=14 157 16 156 484 42 42 42 43 15 42 131 457 13 13 39 12 160 160 16 0 52 0 16 47 48 0 133 1 2
split_gain=0.00038051 0.000546365 0.000557014 0.000457059 0.000507025 0.00048346 0.000649741 0.000627553 0.000782152 0.000683428 0.000668313 0.00108513 0.000460752 0.0005059 0.000875841 0.000823554 0.000436775 0.000491545 0.000539914 0.000678318 0.000619595 0.000634656 0.000820219 0.000820951 0.000843152 0.000772896 0.000433792 0.000407216 0.000712717 0.000370118
threshold=0.076175000000000007 -0.075754999999999989 0.064860000000000015 0.10541000000000002 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.085874999999999993 0.10256000000000001 -0.15323999999999996 -0.24436499999999997 0.09832500000000001 0.092410000000000006 -0.0029299999999999994 -0.53104499999999988 -0.47860499999999995 0.083240000000000022 0.092465000000000006 -0.090969999999999981 0.099315000000000014 0.15891500000000003 -0.019414999999999998 0.13796000000000003 -0.13843999999999998 -0.056919999999999991 0.09550500000000002 0.092205000000000023 -0.11013499999999998 0.087985000000000022 0.10781 0.098035000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 26 4 29 6 27 8 -7 -10 11 12 -11 -14 -15 16 17 -16 19 20 21 22 25 24 -24 -19 -1 28 -6 -3
right_child=-2 3 -4 -5 5 7 -8 -9 9 10 -12 -13 13 14 15 -17 -18 18 -20 -21 -22 -23 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0028622833907698199 -0.0018821503579794158 -0.0029728681244261036 -0.00072572581891602113 -0.0023341657907843829 -0.0022524182994238312 0.0024947219902093556 -0.0027125896197716143 -0.0011013339262795387 0.0029366979782875159 -0.001241516213537778 0.0029038020636911249 -0.0030388689761298498 -0.0019403764384304503 0.0034517834456468314 -0.0019738673115999457 0.0032903502495186159 -0.0014595184030706861 0.0031311502468594665 -0.0011939418746632754 -0.0017061077370934313 0.0034118045349567925 0.0028153539327739545 -0.00044453746378588627 -0.0025465121369455963 0.0031410015927068242 -0.00042708127893869685 0.00024489228916462646 0.0014445646729370559 0.00060176193951383872 -0.00035704801408348882
leaf_weight=0.0021044287520908256 0.0012709872196223762 0.0011477608875238845 0.0013270103315554671 0.0010539917498000309 0.0019523122787339364 0.0020032747143261522 0.0015672394406074366 0.0036668798443542086 0.0010889205214850073 0.0023624087579943156 0.0010049371208529214 0.0012978994471666274 0.0010745285289246445 0.001122708929216283 0.0010383231499002657 0.0010454061785267746 0.0018279784152070979 0.0019713223163080225 0.0019832300693494185 0.0012216277169212484 0.0011416034240170564 0.0014974301919323816 0.0033426371839331177 0.001527527911935788 0.001019381670232633 0.0011520046950153073 0.0011754727910675547 0.0013601719860156791 0.0022350512675650691 0.0014686710535694036
leaf_count=33 101 287 132 110 240 37 377 277 124 86 36 57 13 16 140 93 99 43 47 41 23 9 184 54 5 24 221 75 31 106
internal_value=0 3.1153e-05 0.00116093 -8.93969e-05 -3.32265e-05 6.42197e-05 -0.000750393 0.000243157 0.000414799 0.00025886 0.000145093 3.2516e-05 0.000203398 0.00036621 0.000490813 0.000313691 0.000138111 0.000321842 0.000482287 0.000740518 0.000997031 0.000734744 0.000389065 -0.000369114 0.000393385 0.00181874 0.00192425 -0.000196051 -0.000728968 -0.00150454
internal_weight=0 0.0477821 0.00460691 0.0431752 0.0421212 0.0395048 0.00711477 0.03239 0.0287232 0.0267199 0.025631 0.024626 0.0233281 0.0209657 0.0198912 0.0187685 0.0177231 0.0158951 0.0148568 0.0128735 0.0116519 0.0105103 0.00901287 0.00588955 0.00436202 0.00312333 0.0032799 0.00554754 0.00418736 0.00261643
internal_count=3121 3020 386 2634 2524 2131 723 1408 1131 1094 970 934 877 791 778 762 669 570 430 383 342 319 310 243 189 67 254 346 271 393
is_linear=0
shrinkage=0.00345121


Tree=827
num_leaves=31
num_cat=0
split_feature=39 42 42 3 484 150 51 15 151 49 1374 128 156 1 12 43 0 47 13 3 42 1 133 132 1374 3 0 1 15 1429
split_gain=0.00240252 0.0022028 0.00188069 0.00161845 0.0016699 0.00191799 0.00184194 0.002159 0.00183713 0.00168177 0.0015704 0.001562 0.00154592 0.00160458 0.00171934 0.00172193 0.00196072 0.0023782 0.00214612 0.00222336 0.00200837 0.00216585 0.00191024 0.00257065 0.00184778 0.00196497 0.00232551 0.0035365 0.00179629 0.00165521
threshold=0.16946000000000003 -0.11466499999999999 -0.106335 0.30112000000000005 -0.0068949999999999992 0.10194500000000001 0.14780500000000005 -0.24436499999999997 0.086470000000000005 -0.33072999999999991 0.10637000000000001 0.086435000000000012 0.10499000000000001 0.12337000000000002 0.10711000000000002 -0.08287499999999999 -0.10011499999999998 0.096300000000000011 -0.095304999999999987 -0.15713499999999997 0.15665000000000004 0.10089500000000001 0.09389500000000002 0.12527000000000002 -0.094929999999999987 0.088060000000000013 -0.10224499999999999 0.077565000000000009 -0.096999999999999989 0.084855000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 -4 7 -6 9 -9 11 12 13 14 15 22 17 24 -18 -20 21 -21 29 -24 -17 26 27 -26 -29 -11
right_child=-2 2 3 -5 6 -7 -8 8 -10 10 -12 -13 -14 -15 -16 16 18 -19 19 20 -22 -23 23 -25 25 -27 -28 28 -30 -31
leaf_value=-0.00086600279110265479 0.0013736485548039436 0.0011316229489005305 -0.00094791854380589448 0.00077761877873855638 0.00077819137673358608 0.00079809427236473228 -0.0012475705248371776 -0.0013731061680340262 0.00069845110219715102 0.00067650025697776005 -0.0013731847056165851 -0.001373051183952476 -0.0013730916441751994 0.00073325922417205494 -0.0010230957731689849 -0.0006058983755660236 0.00023858713135347352 -0.00087771026254933803 0.00056433687614297417 -0.0012409349383530244 0.00099358574691335512 0.00017285100465624486 -0.0013126369685248472 0.0010709450994793013 -0.001373146162984507 0.0010953373761612376 0.0011362639069388545 -0.00055055982804031627 0.00063124631604833791 -0.00089299751825940347
leaf_weight=0.005924476350333662 0.0022789190363994285 0.0026657347704031045 0.0070229657812515001 0.0044562737763413898 0.0064258158522960676 0.0014266635192825561 0.0022523899677047146 0.001887617918328032 0.005917787677560681 0.015231550583472142 0.0016942057217192988 0.001623803995016714 0.0015496879969667523 0.0054224135080289662 0.0032082040192200614 0.0041202906832040745 0.0068445126354390587 0.0040815707029651085 0.0023878430123715896 0.011722557964300356 0.0010268337209708997 0.0024731386106964246 0.0025852157773869058 0.0012725524107111141 0.0031174918189549291 0.0056736731947921717 0.0037458773774190378 0.0034693386132857969 0.0080452182410368812 0.0013812888678614845
leaf_count=169 23 20 462 130 166 11 47 17 72 287 17 81 108 43 122 15 63 36 46 831 3 46 79 9 57 39 19 16 60 27
internal_value=0 -4.83808e-05 -8.91304e-06 -3.42353e-05 -6.55287e-05 -0.000653116 -1.91975e-05 7.17572e-06 -4.31316e-05 -9.0542e-05 -6.3843e-05 -3.89136e-05 -1.41151e-05 1.04275e-05 -3.83302e-05 2.60494e-06 -0.000120599 0.000101683 -0.000413768 -0.000667314 -0.000860514 -0.000994629 0.00034391 -0.000526371 0.000243579 0.000389103 0.000171073 -7.60205e-05 0.000275168 0.000546003
internal_weight=0 0.128657 0.122733 0.120067 0.115611 0.00844963 0.107161 0.104908 0.0984827 0.0925649 0.0906773 0.0889831 0.0873593 0.0858096 0.0803872 0.077179 0.0567083 0.0322535 0.0244549 0.0176104 0.0152225 0.0141957 0.0204706 0.00385777 0.0281719 0.0240516 0.0183779 0.014632 0.0115146 0.0166128
internal_count=3121 3098 2929 2909 2779 473 2306 2259 2093 2021 2004 1987 1906 1798 1755 1633 1231 242 989 926 880 877 402 88 206 191 152 133 76 314
is_linear=0
shrinkage=0.00137286


Tree=828
num_leaves=31
num_cat=0
split_feature=1446 2 2 11 0 123 3 130 457 3 0 47 15 3 2 2 43 133 13 15 0 133 3 4 3 12 16 12 2 52
split_gain=0.000354666 0.000380517 0.000928519 0.000606135 0.000580866 0.00055169 0.000524483 0.000651022 0.000662991 0.000680705 0.000531135 0.000579231 0.000634507 0.000606266 0.000505381 0.000486603 0.00062583 0.000910094 0.000659408 0.000582785 0.000470292 0.00041372 0.000402401 0.000395443 0.000385512 0.000680331 0.000377114 0.000430253 0.000376345 0.000221146
threshold=0.083530000000000007 0.088225000000000012 0.084245000000000014 0.088215000000000002 -0.13455999999999999 0.086730000000000015 -0.10831999999999999 -0.076894999999999977 0.088350000000000026 0.13524500000000003 -0.033209999999999996 0.090280000000000013 -0.09551999999999998 0.10542000000000001 0.096325000000000008 -0.0091949999999999983 -0.074359999999999996 -0.16927999999999996 -0.0025349999999999995 -0.10469999999999999 -0.23091999999999999 0.061605000000000007 0.088060000000000013 0.10637500000000001 0.0022600000000000003 0.087005000000000013 0.16703000000000004 0.088305000000000008 0.13712500000000002 0.0031350000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 5 -1 6 26 -8 9 10 11 12 22 24 -10 19 18 -18 21 -6 -16 -17 -9 -20 25 -14 27 -3 -11 -4
right_child=-2 3 29 -5 15 -7 7 8 14 28 -12 -13 13 -15 20 16 17 -19 23 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0017823690938273099 -0.0018458677093209437 0.0031276173583782625 -0.002825271148692883 -0.0020561346969805677 -0.0011308122873517907 0.0024620919214306857 0.0021994413943073553 0.0024268937886381403 0.0026323670700406231 0.0014321095531995773 -0.0025209657153482086 -0.0027007358993929435 0.0011991172663954931 0.0015099929236821812 -0.0012733835423510429 0.00028470147330098548 0.00056853694048925193 -0.0027744370931494272 -0.0025495860935242087 0.0019381084929120803 0.0015575026647190486 0.0029539947035023767 -0.00033420616871108116 -1.4747019587225066e-05 -0.0028459128441743614 -0.0019619028782279406 -0.00010573132720805146 0.0007088671999298296 -0.00055944332949602158 -0.00090317077397649619
leaf_weight=0.0018049587189921104 0.0011825709037036605 0.0016535391786822685 0.0018237859004899262 0.0012296356772178987 0.0010739259409877633 0.0013735811121051702 0.0014814958541613512 0.0013718873531374208 0.0015155816297465199 0.0028016577331584349 0.0018952600630299894 0.0012517315710116597 0.001278979489858223 0.0010245921087062015 0.0013001862943724518 0.0018977825856083541 0.0014143180224897049 0.0027356243583971356 0.0011955679341149059 0.0020812941277661432 0.0013901745307194346 0.0010231177781889755 0.0010799767871958466 0.0017156157955469098 0.0014053529334177028 0.0019958987388186689 0.0015839900153906683 0.0017153708084052255 0.001774187550720896 0.0010977605235231724
leaf_count=53 263 60 236 83 72 113 48 120 31 47 75 61 79 13 26 147 50 327 56 99 34 37 13 8 32 500 43 53 62 280
internal_value=0 3.02684e-05 -0.00035851 0.00026874 -1.74121e-05 0.000371229 0.000262933 3.49066e-05 -0.000124749 -0.000441119 -0.000886834 -0.00055765 -0.00022877 -0.00084744 0.00106971 -0.000264688 -0.000630798 -0.00163514 8.38607e-05 0.000893556 0.000189404 0.00121969 0.00121071 -0.00105576 -0.00136353 -0.00072739 0.00125586 0.00189605 0.000659927 -0.00210305
internal_weight=0 0.0469868 0.0178638 0.0291231 0.0149422 0.0278934 0.0265199 0.021567 0.0200855 0.0158795 0.0113037 0.00940842 0.00815669 0.00570482 0.00420594 0.0131372 0.00998203 0.00414994 0.00583208 0.00315522 0.00269036 0.0029209 0.00245186 0.00291118 0.00468023 0.00327488 0.0049529 0.00336891 0.00457585 0.00292155
internal_count=3121 2858 1365 1493 849 1410 1297 1141 1093 1002 893 818 757 624 91 796 625 377 248 171 60 184 133 64 611 579 156 113 109 516
is_linear=0
shrinkage=0.00338353


Tree=829
num_leaves=31
num_cat=0
split_feature=39 42 376 43 484 15 1 48 4 150 160 403 11 1213 129 448 160 1212 40 12 1 3 150 48 150 16 15 0 0 129
split_gain=0.00222598 0.00243153 0.00188387 0.00165205 0.00173535 0.00251665 0.00187758 0.00268647 0.00206471 0.0020668 0.00242421 0.00361397 0.00197973 0.00186262 0.00174926 0.00180766 0.00172091 0.00210484 0.00165301 0.00158897 0.0025968 0.00158569 0.00144687 0.00151245 0.00228293 0.00164396 0.00146893 0.00159068 0.00314483 0.00153534
threshold=0.16946000000000003 -0.26584999999999998 0.088055000000000008 0.50194500000000009 -0.0068949999999999992 1.0000000180025095e-35 0.13559000000000002 0.12879500000000002 0.27834500000000006 -0.22665999999999997 -0.091944999999999985 0.092070000000000013 0.081790000000000015 -0.082704999999999987 0.093925000000000008 -0.083859999999999976 -0.081069999999999989 0.08401500000000002 0.57330500000000006 0.11650500000000001 0.10060500000000001 0.11924500000000002 -1.0000000180025095e-35 0.08975000000000001 0.08882000000000001 -0.014034999999999997 -0.10324499999999999 -0.10011499999999998 -0.087634999999999977 0.092550000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 -3 7 8 9 -6 11 -11 13 -12 15 -15 -17 18 19 20 22 -10 -18 24 26 -25 -24 -28 -29 -30
right_child=-2 2 -4 -5 6 -7 -8 -9 21 10 12 -13 -14 14 -16 16 17 -19 -20 -21 -22 -23 23 25 -26 -27 27 28 29 -31
leaf_value=-0.001219570293386939 0.0012197587091856798 -0.00087267693343080473 0.00086101399574722544 -0.0011482149309120706 0.0011117399229295228 0.00066410996664049038 0.00072242954913561569 -0.00095181942636438294 0.00083072610039612962 -0.0010724492466708205 -0.0012191880820725442 0.0011503196129672611 -0.00098318132396654138 -0.0010410708631993608 -0.001198163283600727 0.00076173588012373738 -0.0011167272544281934 -0.001219302385108992 -0.0012199007550189613 -0.0008161792417714556 0.00062297331362008517 -0.00020433533310543092 -0.0010688656515611442 -3.1673764101464345e-05 -0.0010876381558248215 0.00094357235765547105 0.00049343611781104476 -0.0012192335041382671 -2.3797217426860307e-07 0.0012200816466879753
leaf_weight=0.0025581262788278982 0.0021090894202870905 0.0072092343715546292 0.0035141430603857762 0.0019813581995116172 0.0022710122209446118 0.0020293824424797435 0.0053031358800339481 0.0044159109320673897 0.0075269828228385904 0.0066533373829233966 0.0017410509055117976 0.001299334876591729 0.002976137708458281 0.0020812967897114723 0.00162264356125874 0.0055918607427827274 0.0015788250846924248 0.001862466949027918 0.001395982060557798 0.0025945363543229396 0.01400597970967965 0.0031077325616593043 0.0016912001292705972 0.0048439917051368298 0.0028579541194631011 0.0054686709103179965 0.010515532243687162 0.0031073178445310953 0.021290991033145829 0.0016509867855347684
leaf_count=18 23 355 64 65 8 132 129 43 145 317 241 9 100 32 68 108 25 148 7 34 184 27 40 39 46 42 65 83 522 2
internal_value=0 -4.23921e-05 -1.96114e-05 -4.36615e-05 -2.63874e-05 -0.000535102 1.36265e-05 -1.98896e-05 1.83087e-05 -3.75417e-05 -6.50649e-05 -0.000709286 -6.09363e-06 2.85655e-05 5.50066e-05 8.0255e-05 0.000110002 5.99854e-05 9.35426e-05 0.000119884 0.000156127 0.000528255 3.27688e-05 6.80589e-05 -3.66449e-05 0.000485487 4.18706e-05 9.32445e-05 -6.83041e-05 8.75806e-05
internal_weight=0 0.134747 0.132189 0.128675 0.126693 0.00923862 0.117455 0.112152 0.107736 0.0971011 0.0948301 0.00795267 0.0868774 0.0839013 0.0821602 0.0805376 0.0784563 0.0728644 0.071002 0.069606 0.0670114 0.0106347 0.0530055 0.0514266 0.041114 0.0103127 0.038256 0.0365648 0.0260493 0.022942
internal_count=3121 3098 3080 3016 2951 487 2464 2335 2292 2120 2112 326 1786 1686 1445 1377 1345 1237 1089 1082 1048 172 864 839 758 81 712 672 607 524
is_linear=0
shrinkage=0.00121906


Tree=830
num_leaves=31
num_cat=0
split_feature=1 484 43 0 47 51 51 42 0 16 16 159 3 2 3 12 12 3 0 16 0 51 12 52 2 0 151 3 2 0
split_gain=0.000361331 0.000593349 0.000456028 0.000681938 0.000468196 0.000617863 0.00056242 0.000500789 0.000395874 0.000920529 0.000627221 0.000553103 0.000597885 0.000763068 0.000769753 0.00071845 0.000718419 0.000628073 0.000776196 0.000589823 0.000487698 0.000438533 0.00042622 0.000392701 0.000355149 0.000795174 0.000416741 0.000815613 0.000255181 0.000227705
threshold=0.104035 -0.0068949999999999992 -0.27207999999999993 -0.040504999999999992 0.13148500000000005 0.123935 0.012085000000000002 0.097315000000000026 0.15398500000000004 0.31475000000000003 0.19444000000000003 0.091530000000000014 -0.12018999999999998 0.11067500000000001 0.090900000000000009 0.092355000000000007 0.089735000000000023 -0.078934999999999991 -0.10224499999999999 -0.056919999999999991 -0.14226499999999997 0.084305000000000019 0.084100000000000022 -0.013374999999999998 1.0000000180025095e-35 -0.10324499999999999 -0.00099499999999999979 0.12745000000000004 0.088930000000000023 -0.10096999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -2 4 5 6 7 24 9 11 -10 12 -3 14 15 16 17 22 20 29 23 -16 -14 -19 25 -4 -26 -28 -24 -20
right_child=2 8 3 -5 -6 -7 -8 -9 10 -11 -12 -13 13 -15 21 -17 -18 18 19 -21 -22 -23 28 -25 26 -27 27 -29 -30 -31
leaf_value=-0.0031246630088380936 -0.0018908122676341592 0.0015680888856553707 0.0010069833421354284 0.0026561422150235213 -0.0015356201797060002 -0.0014716747509856034 0.0037951147849358212 0.0028224558779822483 -0.00088580776260719664 -0.004044062579229883 0.002645301144749358 -0.0029252598844727857 -8.8099805633908856e-06 -0.003105905732429548 0.0029683116181314258 -0.0027919142035197392 0.0017753599503790517 -0.0014368253097931734 0.0040452721261308947 -0.00058548340957080927 -0.0034077541703996907 -8.3457564775887743e-05 -0.0040437779246385898 0.0016793934434093864 -0.00087337213011622441 -0.0037480665373841658 0.0034144109562854919 -0.00068009851098367884 -0.0013852817248803714 0.0014551591785618469
leaf_weight=0.0011563617539378504 0.0012611496713361694 0.0032220061397829581 0.0013231763972951782 0.0023305935484270188 0.0019672464579087992 0.0019618236092355809 0.0010609400951864254 0.001471764547558152 0.0014376769370798561 0.0010529559990364304 0.0019222664670124345 0.0011476789375310928 0.001221267219208449 0.0014766393787812851 0.0018884147010425059 0.0018920027888649207 0.0026112072989246124 0.0017543845322194329 0.0010934972378890961 0.0014494314366944134 0.0011292699556193497 0.0012998863399360516 0.0014181994712230139 0.0010611881803299639 0.0015373030984271461 0.0010170255103165715 0.0018787763043874852 0.0013795880177198683 0.0010113787310284117 0.0011269348857698702
leaf_count=427 15 103 26 186 41 36 53 56 34 168 13 105 94 102 36 373 177 35 3 64 32 26 480 25 69 86 74 49 95 38
internal_value=0 -0.000283792 0.000449848 0.000635175 0.000288787 0.00059738 0.00101721 0.000674814 -0.000171353 -0.000341029 0.00113438 -0.000183827 -5.0824e-05 -0.000306096 -8.80077e-05 -0.000454397 -0.000135693 -0.00057865 8.24562e-05 0.00142096 -0.00116275 0.00172409 -0.00195754 -0.000262324 0.000231865 -0.00105951 0.000862032 0.0016808 -0.00293711 0.00273071
internal_weight=0 0.0303726 0.0171894 0.0159282 0.0135976 0.0116304 0.00966857 0.00860763 0.0292163 0.0258563 0.00335994 0.0248034 0.0236557 0.0204337 0.0189571 0.0157688 0.0138768 0.0112656 0.00761471 0.00366986 0.00394484 0.0031883 0.00365085 0.00281557 0.00713587 0.0023402 0.00479567 0.00325836 0.00242958 0.00222043
internal_count=3121 2430 691 676 490 449 413 360 2003 1956 47 1788 1683 1580 1478 1416 1043 866 197 105 92 62 669 60 304 112 192 123 575 41
is_linear=0
shrinkage=0.00404364


Tree=831
num_leaves=31
num_cat=0
split_feature=39 42 52 1 13 401 51 14 1425 484 130 403 3 44 42 3 1365 4 15 48 48 1374 52 13 484 42 43 132 133 43
split_gain=0.0017114 0.00175996 0.00147947 0.00132961 0.00148983 0.00128525 0.00126855 0.00130244 0.0012677 0.00188032 0.00135089 0.00150384 0.00167077 0.00144191 0.00133432 0.00131018 0.00130837 0.00129416 0.00212038 0.00127623 0.00196809 0.00184174 0.00152673 0.00156208 0.00130923 0.001376 0.00126915 0.00174492 0.00149836 0.00143718
threshold=0.16946000000000003 -0.26584999999999998 0.19022000000000003 0.13146500000000003 -0.041739999999999992 0.10076500000000001 -0.41109999999999997 0.076975000000000002 1.0000000180025095e-35 0.085515000000000022 -0.0015749999999999998 -1.0000000180025095e-35 -0.10115999999999999 0.084760000000000016 0.079510000000000011 0.30112000000000005 1.0000000180025095e-35 -0.076779999999999987 -0.097454999999999986 0.12879500000000002 0.094680000000000014 -0.094929999999999987 -0.26636999999999994 -0.53104499999999988 -0.0068949999999999992 -0.11466499999999999 -0.15582499999999996 0.08696000000000001 0.083950000000000011 -0.088704999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 5 -5 6 -3 8 9 10 17 12 -12 15 -11 16 19 -8 -19 20 21 -13 -23 -24 -25 -26 -27 28 -28 -30
right_child=-2 2 -4 4 -6 -7 7 -9 -10 14 11 13 -14 -15 -16 -17 -18 18 -20 -21 -22 22 23 24 25 26 27 -29 29 -31
leaf_value=-0.0012438309584347983 0.0012440332464594315 -0.0012435874168518811 -0.00056574554964411721 0.0010866663170177291 6.8092244074396754e-06 -0.0012435462661451269 -0.001102120423602977 -0.00088761027350112913 -0.0012443089310472473 0.00092619369369656608 0.00053063317037924562 -0.001220278051827398 -0.0012012230234346136 -0.0011720290919362681 -0.00025620123198191134 0.0012435384742778132 -0.00097011485883566622 -0.0012007097414504341 0.00057796413682012569 -0.0006345265562303265 0.0008654441068174203 -0.00095565591051544074 -0.0012439830151548866 -0.00063580940633781017 -0.00082630074888644979 0.00088266120519410636 0.00012745724501339429 -0.0011207042141061969 -0.0001477373166962467 0.0010327933262495499
leaf_weight=0.0018822898871917451 0.0015985380645702199 0.001278104832133308 0.0073990527948328824 0.0036218705007833307 0.0043454395967330584 0.0013355430712698171 0.0032423830933048237 0.0024551364826876912 0.0011862740303225641 0.0058689831469607157 0.0012302393240304355 0.0016009628159281411 0.0028718425432110442 0.0013547790108532345 0.0019713266502314752 0.0015770302209148204 0.0017303503534478173 0.001630707575714041 0.0028427708731655335 0.0031996120069379677 0.0056811463268395803 0.001894551470696725 0.0011515626683831206 0.0025710746216907046 0.0016650942291818174 0.005468962801160159 0.022384290055482481 0.0014042082938345848 0.002121263350588265 0.0064201148876890102
leaf_count=18 23 91 345 127 72 154 173 63 73 81 25 15 460 17 145 46 42 33 30 27 105 145 3 209 32 37 357 40 29 104
internal_value=0 -5.24669e-05 -3.03744e-05 1.17192e-05 0.000497703 -3.32316e-05 -1.41706e-05 4.64213e-06 3.16634e-05 5.06117e-05 -1.23222e-05 4.66484e-05 -0.000681829 9.62668e-05 0.000628898 0.000125454 9.46781e-05 -0.00050396 -7.04121e-05 0.000127838 0.000174422 9.03253e-05 0.000136869 0.000184797 0.000223939 0.000279951 0.000328683 0.000234972 0.000296527 0.000739607
internal_weight=0 0.103387 0.101505 0.0941056 0.00796731 0.0861383 0.0848028 0.0835247 0.0810695 0.0798833 0.0720429 0.0643271 0.00410208 0.060225 0.00784031 0.0588702 0.0572932 0.00771586 0.00447348 0.0555628 0.0523632 0.0466821 0.0450811 0.0431866 0.042035 0.0394639 0.0377988 0.0323299 0.0309257 0.00854138
internal_count=3121 3098 3080 2735 199 2536 2382 2291 2228 2155 1929 1693 485 1208 226 1191 1145 236 63 1103 1076 971 956 811 808 599 567 530 490 133
is_linear=0
shrinkage=0.00124344


Tree=832
num_leaves=31
num_cat=0
split_feature=14 3 124 52 157 159 48 49 3 52 43 16 0 47 47 1 15 15 0 42 51 15 42 3 49 0 151 1 1 3
split_gain=0.000383149 0.000516535 0.000561603 0.000399992 0.00048813 0.000539726 0.000546442 0.000619502 0.000508372 0.000470639 0.000474124 0.000544656 0.000456912 0.000422445 0.000383986 0.000631149 0.00057681 0.00068291 0.000879176 0.000470719 0.000461193 0.000457498 0.000403513 0.000745159 0.000369248 0.000317356 0.000314848 0.000281344 0.000382645 0.0002477
threshold=0.076175000000000007 0.30112000000000005 -0.043384999999999993 -0.23798499999999997 -0.076494999999999994 0.10904500000000002 0.14174500000000004 0.10595500000000001 -0.10519499999999998 -0.029369999999999997 -0.15582499999999996 -0.23935499999999996 -0.11013499999999998 0.11635500000000001 0.096175000000000024 0.094465000000000007 0.088235000000000022 0.088655000000000025 -0.082974999999999979 0.084050000000000014 0.12229000000000002 0.035560000000000008 1.0000000180025095e-35 -1.0000000180025095e-35 0.14705000000000004 -0.087634999999999977 -0.081989999999999993 0.086720000000000005 0.077565000000000009 0.090900000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 26 13 12 6 7 8 9 -6 -11 -12 -5 -4 15 16 19 -18 25 22 21 29 23 -10 -9 -19 -1 28 -25 -17
right_child=-2 -3 3 4 5 -7 -8 24 14 10 11 -13 -14 -15 -16 20 17 18 -20 -21 -22 -23 -24 27 -26 -27 -28 -29 -30 -31
leaf_value=0.0032759406530836342 -0.0021260039890156511 0.0023568980048968135 -0.0023816209284665125 0.0027325683183199142 0.0028726186689916854 -0.0026313983013485885 -0.0027266718028704394 0.0034406677778253485 -0.0038867988689788809 0.0015221952546872562 0.00066151991067833662 -0.0026696452590010975 -8.0654783641392368e-05 0.00023352989101140865 -0.0019588139636331449 0.0012502744214167485 0.0032238649475387084 -0.0002080211034074729 -0.0027706180328723193 -0.0033038484866664518 -0.0011247338476561921 -0.00052697261045098816 0.0014270879528687744 -0.00093985817582013949 0.00040268906607475631 0.002593257315752117 0.00064254243670241605 -0.001516561351169328 0.0017288059689539608 0.0036406211077824038
leaf_weight=0.0010781482047050872 0.0012670114106150257 0.0014095271737186712 0.0023362092005232418 0.001782780072744572 0.0013184163319195363 0.0012946465681382682 0.0011304923418720128 0.0012024162361259352 0.0012644748736398903 0.002564761535852611 0.0017533181014357524 0.0012847096262333857 0.0017072673497553472 0.0015535868183427226 0.0022164778375319818 0.0012427181006753321 0.0010446033048041601 0.0013250712677788101 0.0014050224621469098 0.0013756781174336661 0.0012077138858330727 0.0010483931924323286 0.0010301464486808243 0.0019922793247815354 0.0012150699225870198 0.0011334971857748233 0.0018846980129634252 0.0028252037500209326 0.0013695462776155409 0.0013843548967713559
leaf_count=71 101 130 312 23 43 114 27 56 359 70 55 28 238 36 106 65 33 39 362 330 15 68 44 26 45 69 160 30 29 37
internal_value=0 4.09258e-05 -3.33134e-05 -0.000151377 -2.71193e-05 -0.000170701 -7.21764e-05 2.39939e-05 -0.000134706 0.000783319 0.000291677 -0.000747151 0.00135639 -0.00133713 -0.000425298 -0.000252309 -0.000652897 0.000435738 -0.000318091 -0.00119495 0.000958969 0.00164365 -0.000852903 -0.0011681 0.00191373 0.00108348 0.00160081 -0.000612471 0.000147307 0.00250988
internal_weight=0 0.0453812 0.0439717 0.0410089 0.0371191 0.033629 0.0323344 0.0312039 0.0287864 0.00692121 0.00560279 0.00303803 0.00349005 0.0038898 0.0218652 0.0196487 0.0147655 0.00490819 0.00386359 0.00985733 0.00488318 0.00367547 0.00848165 0.0074515 0.00241749 0.00245857 0.00296285 0.00618703 0.00336183 0.00262707
internal_count=3121 3020 2890 2659 2311 2050 1936 1909 1808 196 153 83 261 348 1612 1506 1321 503 470 818 185 170 488 444 101 108 231 85 55 102
is_linear=0
shrinkage=0.00388662


Tree=833
num_leaves=31
num_cat=0
split_feature=1456 11 4 0 1 13 15 15 160 2 43 13 4 15 12 16 52 52 150 16 47 1374 42 1 16 16 16 13 15 1
split_gain=0.000356556 0.0004019 0.000517939 0.000476639 0.000715301 0.000651058 0.000723347 0.000836185 0.000697082 0.000761936 0.000757403 0.00114234 0.000608482 0.000579556 0.000718238 0.000577756 0.000941669 0.000565032 0.000539251 0.000663247 0.000575356 0.00050795 0.000497658 0.000493905 0.000455044 0.000442211 0.000395955 0.00025768 0.000235485 0.000445641
threshold=-1.0000000180025095e-35 0.081790000000000015 0.27834500000000006 -0.0058249999999999994 1.0000000180025095e-35 -0.00096999999999999983 0.035560000000000008 -0.016799999999999995 -0.082869999999999985 1.0000000180025095e-35 -0.074359999999999996 -0.095304999999999987 -0.49405499999999997 0.083935000000000023 0.091840000000000019 -0.054549999999999994 -0.088204999999999992 0.10347000000000002 -1.0000000180025095e-35 -0.056919999999999991 0.07813500000000001 -0.094929999999999987 0.091295000000000015 0.111945 -0.42170999999999997 -0.084119999999999986 1.0000000180025095e-35 0.090705000000000008 -0.11033999999999998 0.094090000000000021
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 4 13 8 7 18 -6 10 -10 -12 17 15 22 -2 -17 -5 -7 21 -21 -20 25 -8 -11 -15 -9 -14 -23 -30
right_child=1 2 -4 12 5 6 23 26 9 24 11 -13 27 14 -16 16 -18 -19 19 20 -22 28 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=-0.0017518660189223636 -0.0031885742461061927 -0.002806971056242885 -2.5162358665770278e-05 -0.0018438138338807528 -0.0013115370559863293 -0.0021287240444302184 -0.0031886201291961946 0.00064778623200790954 0.0018541709653576118 0.00043912788378032614 0.0010508420746517687 -0.0031882114788477239 0.0011821492017577845 -0.0018578840158995132 -0.0023694422627182602 -0.0026163588524622059 0.0011247518258323504 0.0011118205071210246 -0.0010811290710346657 0.00048708444339208811 -0.0024306620118375922 -0.00020800779358405894 0.0019661986395806143 -0.00024121308493341349 0.0029352714144157879 0.00093649967840252917 0.0031889795816788533 0.0029950646639095193 0.00050795778551423944 0.0026768751405098052
leaf_weight=0.0011685400066021581 0.0015748505434723921 0.0011263596565651559 0.0017184820073339324 0.0012484187592676221 0.0012697438480753229 0.0013716495700464302 0.0012305787231001722 0.0014027920432653227 0.0019503537559941728 0.0010092226882285615 0.0015077697122727338 0.0011310127604504654 0.0028418064321833461 0.0010716645834294436 0.0010666674540367183 0.0013817710760173352 0.0013543863363072476 0.0013891906380507635 0.0014822738999100702 0.0011401667823633934 0.0017287448943079653 0.0011884969714515145 0.001575426917762357 0.0010898272149120203 0.0028084391567553268 0.001243966227489679 0.0011217665960430168 0.0011076723311447267 0.0023154478107727519 0.001648781942151345
leaf_count=288 307 121 48 61 125 27 78 33 128 43 46 205 122 167 219 221 203 15 15 23 46 43 50 18 173 190 10 35 18 43
internal_value=0 3.25296e-05 -0.00112657 0.000112462 -3.69323e-05 0.000239751 -0.000160761 0.000123841 0.000890422 0.001223 0.000347518 -0.000766065 0.000898678 -0.000795065 -5.16082e-05 -0.00165005 -0.000764525 -0.000287124 -0.000259896 9.82228e-06 -0.00127109 0.000563675 0.000583787 -0.00180431 0.0022754 -0.00035673 0.00177694 0.0016906 0.00103683 0.00141004
internal_weight=0 0.0440977 0.00284484 0.0412529 0.0346658 0.0253971 0.0157205 0.0134001 0.00967654 0.0084068 0.00458914 0.00263878 0.00658709 0.00926873 0.00495773 0.00431101 0.00273616 0.00263761 0.0108756 0.00950391 0.00286891 0.006635 0.00389106 0.00232041 0.00381766 0.00231563 0.00252456 0.00394948 0.00515273 0.00396423
internal_count=3121 2833 169 2664 2431 1074 354 258 720 595 379 251 233 1357 626 731 424 76 215 188 69 119 407 96 216 357 43 157 104 61
is_linear=0
shrinkage=0.00318838


Tree=834
num_leaves=31
num_cat=0
split_feature=39 47 51 44 1 51 128 50 14 401 51 43 48 2 474 393 393 33 9 42 3 3 4 2 52 43 159 52 49 49
split_gain=0.00244821 0.00267482 0.00247421 0.00243204 0.00237048 0.00305375 0.00250954 0.00170464 0.00174047 0.00162028 0.0016604 0.00161278 0.00186 0.00201404 0.00243104 0.0016068 0.00161031 0.00184262 0.0019067 0.00150152 0.00271445 0.00188047 0.00332578 0.00267798 0.00205295 0.0022081 0.00192584 0.00184785 0.00258583 0.00174601
threshold=0.16946000000000003 0.13148500000000005 0.12808000000000003 1.0000000180025095e-35 0.10752500000000002 0.123935 0.086435000000000012 0.10647500000000001 0.076175000000000007 0.10076500000000001 -0.10748999999999999 -0.27207999999999993 0.12933000000000003 0.11548000000000001 -0.14697499999999997 0.091220000000000009 0.085435000000000011 -0.0066799999999999993 0.088235000000000022 0.092145000000000019 -0.15956499999999998 -0.078934999999999991 -0.083854999999999985 0.089885000000000007 -0.088614999999999985 -0.077604999999999993 0.091530000000000014 -0.081429999999999989 -0.069799999999999987 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 4 6 11 7 8 9 10 -1 -6 13 14 -13 16 17 -12 19 20 -19 22 26 -24 29 -26 -22 -27 -29 -23
right_child=-2 2 -4 -5 5 -7 -8 -9 -10 -11 15 12 -14 -15 -16 -17 -18 18 -20 -21 21 24 23 -25 25 27 -28 28 -30 -31
leaf_value=-0.0010620274051985211 0.0015167281428039084 -0.0013960246142686421 0.00027615688028746266 -0.0013226090154770031 -0.001128293741449035 -0.00064221786880967605 -0.0015161275099359482 -0.0015158902726763223 -0.0013059394627832066 -0.0015160093293483271 -0.0011846053017223713 -0.0015168557006933583 -0.0012229828325237661 0.0014108108657921751 0.00063211959884957583 -0.0015159548040946105 0.0011401664950755315 0.0014176805824039056 0.0015175096505313048 -0.00047874041912672249 0.00065483771539494664 -0.0013699553170493451 -0.0014055587822881408 -2.0473662656990917e-05 0.0013015673215719199 0.0013684065132803691 -0.0015162360737994772 -0.0010414609692884233 0.00031347886466147638 0.00045363363340136245
leaf_weight=0.0030485112581501985 0.0022886641230002161 0.0062400989254456363 0.0030152712648714441 0.0031564431288870756 0.0012036738598908405 0.0056046531166202831 0.0027774748909603622 0.0017968761763640364 0.0023736014659334606 0.0015716790022644025 0.0026374059323757129 0.0013085140444673007 0.0011440755256444382 0.0074815530441298952 0.015974037363712057 0.0014305047279989927 0.0033099268161755893 0.0036542366205480755 0.0021313802135409779 0.010135450068702312 0.0083203254785395482 0.0029705369377381885 0.0070518639503678281 0.0058822244797909207 0.005376569360407756 0.0029833418229827649 0.0010580702135314377 0.0038202766700123894 0.0211603743787592 0.0020310515353258998
leaf_count=186 23 36 26 43 7 39 176 235 79 123 26 6 12 201 239 85 21 57 7 288 201 23 469 183 85 6 15 23 165 36
internal_value=0 -6.36669e-05 -0.000851251 -8.18991e-06 2.41631e-05 0.000376294 -9.64431e-05 -5.39269e-05 -2.50424e-05 9.28313e-06 3.68373e-05 0.000586845 0.000666529 0.000753822 0.000469414 7.67392e-05 0.000104348 6.10661e-05 0.000103969 6.34989e-05 0.000148959 7.25228e-05 -0.000277336 -0.000775643 0.000276117 0.000411962 0.000409897 0.00024092 0.000106269 -0.00062943
internal_weight=0 0.14065 0.00925537 0.131395 0.128238 0.0327165 0.0955217 0.0927442 0.0909473 0.0885737 0.0870021 0.0271119 0.0259082 0.0247641 0.0172826 0.0839535 0.082523 0.0792131 0.0765757 0.0744443 0.0643089 0.0606546 0.0223125 0.0129341 0.0383422 0.0333406 0.0093784 0.027964 0.0249807 0.00500159
internal_count=3121 3098 62 3036 2993 504 2489 2313 2078 1999 1876 465 458 446 245 1690 1605 1584 1558 1551 1263 1206 868 652 338 279 216 194 188 59
is_linear=0
shrinkage=0.00151575


Tree=835
num_leaves=31
num_cat=0
split_feature=39 42 123 1456 10 15 1374 11 3 0 13 4 12 12 131 0 47 4 1 48 2 4 16 133 49 2 15 15 3 13
split_gain=0.00212871 0.0021247 0.00152337 0.00155498 0.00165386 0.00126199 0.00126585 0.00131439 0.00144258 0.00193141 0.00191885 0.00166469 0.00152413 0.00198469 0.00153945 0.00147695 0.00159058 0.00130824 0.00125837 0.00226875 0.00154557 0.00125654 0.00193335 0.00122587 0.0011958 0.00107681 0.00112213 0.00097682 0.00196624 0.00110363
threshold=0.16946000000000003 -0.11466499999999999 1.0000000180025095e-35 0.075120000000000006 0.058500000000000003 -0.40580499999999992 0.093235000000000012 0.087830000000000005 -0.10519499999999998 -0.10011499999999998 -0.14819499999999997 0.23246000000000003 0.088245000000000004 0.091545000000000015 0.10033500000000002 -0.10224499999999999 0.090100000000000013 0.24564500000000003 0.093575000000000019 0.12879500000000002 0.093175000000000022 -0.083854999999999985 0.033715000000000009 -1.0000000180025095e-35 0.0034800000000000005 0.11585500000000001 0.050935000000000008 0.088235000000000022 -0.077774999999999983 -0.080759999999999985
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 -3 7 8 11 15 -11 24 21 27 -15 16 18 -18 20 -20 -10 22 -12 -4 25 26 -7 28 -14 -29
right_child=-2 2 23 -5 -6 6 -8 -9 9 10 12 -13 13 14 -16 -17 17 -19 19 -21 -22 -23 -24 -25 -26 -27 -28 29 -30 -31
leaf_value=-0.00082873173080379127 0.0012441658040680376 0.00058751396429849512 -0.00052474106531934391 -0.0012435657517573116 0.0011717969182617439 5.9987428064221268e-06 -0.0011709725882428782 -0.0010666975601807619 0.00016782107078890264 0.00037399685406278613 0.00030780680380194459 0.0012252491820567435 -0.0012436026286217936 -0.0010506049523572964 0.00018710199310094172 0.00092561237063685446 -0.001243900281625324 -8.9341387755142879e-05 0.0008969061108882974 -0.00061677599848237205 -0.00094108054283779941 -0.0011871375298721923 -0.0012436628344970242 0.00078972073933490108 0.00098783376488927044 0.00099223313371545789 -0.001110126833418238 -0.00025499602371848362 0.00089014384513147915 0.00093377809255046991
leaf_weight=0.0051109919817786667 0.0020114215515718561 0.0045023960011718591 0.0013495953523943172 0.0016584301090514222 0.0017404852480780155 0.0072421986537562974 0.0016380579016157517 0.0019792353275391852 0.0082539309494258362 0.0049597870938100632 0.0029085440823521935 0.0025323632459901555 0.0016640271420946817 0.0051888902034900051 0.0022178678250952544 0.0030515749246120471 0.0024296730086916787 0.0040414769825929397 0.0065809680172179696 0.0019951183494413272 0.0025418415790383628 0.0062608928739020936 0.0021672152182219406 0.0058607338271983158 0.0020411372612159093 0.0013251274681351797 0.0017243459362177305 0.0018477989412311047 0.0011152582561777535 0.0034844056153673364
leaf_count=169 23 100 26 229 41 77 33 74 87 40 140 28 162 545 98 28 24 32 96 7 46 479 56 228 24 9 71 62 19 68
internal_value=0 -4.78941e-05 -5.5748e-06 -5.10474e-05 -2.78987e-05 -5.28473e-05 -8.92546e-05 -6.6407e-05 -4.02102e-05 -0.000125219 -0.000336583 0.000306967 -0.000467819 -0.00021463 -0.000679988 0.000107505 1.09017e-05 -0.000522835 0.000189196 0.000544767 -9.32674e-05 -0.000814399 -0.00035463 0.000543686 0.000118411 -5.40207e-05 -0.000208642 0.000210298 -0.000387383 0.000521825
internal_weight=0 0.0994144 0.0943034 0.087093 0.0854346 0.0836941 0.0791917 0.0775537 0.0755744 0.0607093 0.0318147 0.0148652 0.0268549 0.0155182 0.00740676 0.0288946 0.025843 0.00647115 0.0193719 0.00857609 0.0107958 0.0113367 0.00507576 0.00721033 0.0123328 0.0102917 0.00896654 0.00811149 0.00277929 0.0053322
internal_count=3121 3098 2929 2675 2446 2405 2305 2272 2198 1989 1669 209 1629 954 643 320 292 56 236 103 133 675 196 254 181 157 148 311 181 130
is_linear=0
shrinkage=0.00124344


Tree=836
num_leaves=31
num_cat=0
split_feature=128 1446 124 3 0 456 49 15 147 42 49 42 0 4 0 52 0 0 15 0 16 52 474 1 2 4 2 52 51 159
split_gain=0.000378531 0.000362461 0.000441712 0.00043536 0.000432771 0.000407551 0.000405134 0.000729395 0.000615696 0.000521121 0.000472339 0.000511476 0.000840895 0.000490807 0.000884657 0.00049485 0.000639241 0.00113152 0.000889767 0.000746012 0.000601561 0.000668317 0.000468664 0.000520044 0.000852847 0.00114372 0.000466927 0.000385405 0.000279021 0.000273637
threshold=0.086435000000000012 0.083530000000000007 -0.043384999999999993 0.30112000000000005 -0.076899999999999982 0.086265000000000022 -0.22491999999999998 0.10017500000000001 0.089025000000000007 0.091465000000000005 -0.12164499999999999 0.091735000000000025 -0.082184999999999994 -0.49405499999999997 0.15398500000000004 -0.22660999999999995 -0.077999999999999986 -0.083914999999999976 0.090455000000000021 0.12500000000000003 -0.29154999999999992 0.0031350000000000002 0.084660000000000027 0.11181500000000001 0.089885000000000007 0.053180000000000012 0.10467500000000002 0.10160000000000001 0.086685000000000012 0.088450000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 5 -1 6 9 8 10 -4 -8 13 -13 -12 15 -15 17 18 20 27 26 22 23 24 25 -22 -17 29 -26 -18
right_child=-2 -3 3 -5 -6 -7 7 -9 -10 -11 11 12 -14 14 -16 16 19 -19 -20 -21 21 -23 -24 -25 28 -27 -28 -29 -30 -31
leaf_value=0.00043987407483880929 -0.0015616533833565142 -0.0018388015033098735 -0.00031031171372703398 0.0021416534644227861 0.0031974886871651304 -0.002026509443996424 -0.002398747484068374 -0.00294943404284091 0.0025787542585025899 0.0028912214002193401 -0.0021235745840524137 -0.0030774294148545045 -3.039002891269083e-05 -0.0016974799388738216 0.0034516894827371176 -0.0034110698045198571 0.0028726585093910707 -0.0034257185101807318 0.0029902378538160012 -0.00140851607444506 -0.0027469925980958556 0.001756227834978629 0.0018528667022077901 -0.0026155995315223996 0.0026237518443224753 0.00088327005462770646 -0.00022935350636054476 9.4640855364055154e-05 0.00043832932849008322 0.00080439788403549443
leaf_weight=0.0020088241224609504 0.0018114227359982129 0.0011790516955032517 0.0011547811781156261 0.0011019884958090023 0.0010230688431906989 0.0012136965558804383 0.0010194115200796708 0.001030744289860496 0.0010661056992020681 0.001273280737677851 0.001059967600195214 0.0016129726979960957 0.0032572078062973455 0.0016244143158217162 0.0010019510964411884 0.0010430914000156702 0.0028079712329276653 0.0011209751261573855 0.001222861828078515 0.0010600585987106115 0.0023330292568077837 0.0026515765383391407 0.0011573207937285454 0.0011779705828303122 0.001139917806078472 0.0018559919643550415 0.0011606761513185404 0.0012329911242598968 0.0017861546375250725 0.001045639071797666
leaf_count=129 207 254 27 111 108 139 48 200 72 14 97 123 290 143 13 48 77 270 24 17 179 263 49 10 52 24 43 38 17 35
internal_value=0 4.85694e-05 0.000101246 3.11695e-06 0.00137039 -5.87197e-05 6.009e-06 -8.9973e-05 -1.82927e-06 0.00136858 -8.68151e-05 -1.16443e-05 -0.00103955 0.000177389 0.000273325 0.000142921 0.000274064 -7.70838e-05 0.000164647 0.00122522 -7.68863e-05 0.000225116 -0.000204481 -0.00049159 -0.00013994 -0.00113856 -0.00173533 0.0017741 0.00128971 0.00231146
internal_weight=0 0.0434237 0.0422446 0.0392127 0.00303189 0.0381108 0.0368971 0.034469 0.0334383 0.00242806 0.0323722 0.0313527 0.00487018 0.0264826 0.0254226 0.0244206 0.0227962 0.0166496 0.0155286 0.00614666 0.0143057 0.012102 0.00945039 0.00829306 0.00711509 0.00418902 0.00220377 0.0050866 0.00292607 0.00385361
internal_count=3121 2914 2660 2423 237 2312 2173 2132 1932 41 1860 1812 413 1399 1302 1289 1146 979 709 167 685 594 331 282 272 203 91 150 69 112
is_linear=0
shrinkage=0.00345121


Tree=837
num_leaves=31
num_cat=0
split_feature=39 9 42 42 2 2 123 15 1446 457 48 3 43 457 15 1 48 13 13 15 50 2 475 43 12 43 4 4 3 133
split_gain=0.00266887 0.00190341 0.00173164 0.00209285 0.00165999 0.00193292 0.0019748 0.00187388 0.00181815 0.00134463 0.00179418 0.00155216 0.00131088 0.00125495 0.0013447 0.00181624 0.00218345 0.00159694 0.0019431 0.00173499 0.00153294 0.00148358 0.00139699 0.00129649 0.00289961 0.00123375 0.00117602 0.00181609 0.00164843 0.00142573
threshold=0.16946000000000003 -0.036024999999999995 -0.11466499999999999 -0.106335 -0.13033999999999998 0.089775000000000008 0.087590000000000015 0.19724500000000003 0.037915000000000011 0.088350000000000026 0.12879500000000002 0.090900000000000009 0.022390000000000004 -0.14941999999999997 0.10017500000000001 0.14089500000000002 0.11951500000000001 -0.53104499999999988 -0.43167499999999998 -0.094549999999999981 0.11392500000000001 0.11448000000000001 -1.0000000180025095e-35 0.05259500000000001 0.091545000000000015 -0.50216499999999986 -0.083854999999999985 -0.084369999999999987 0.090900000000000009 -0.10298999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 -5 7 8 12 9 13 11 -11 26 -7 15 16 17 -15 -19 20 22 23 -20 25 -25 -21 27 -6 29 -28
right_child=-2 2 3 4 5 6 -8 -9 -10 10 -12 -13 -14 14 -16 -17 -18 18 19 21 -22 -23 -24 24 -26 -27 28 -29 -30 -31
leaf_value=0.0011719962527321698 0.0011723070366974609 -0.00086483911918674473 0.00086367856228838252 0.00051490093293286615 -0.00034884643283728472 0.00092664784447264953 0.00088890710991752623 0.00095083217719835916 -0.0011719075643881552 -5.8279195809099663e-05 -0.0006736311163595824 0.0010712508673579133 -0.0011341490558246798 -0.00095133029930890352 -0.00082693985806768402 0.0011720576217088706 -0.0010109483449917659 0.00094435700340087046 -0.00044144746301500929 0.00040880593082491762 -0.00078549389355930474 0.00043114698014677666 0.00068802906867795703 0.00063197106055578863 -0.0011721541043690907 -0.00073899755028073236 0.00015557498819837912 0.0011073495505326033 0.00028033682967554751 -0.00076198098316792293
leaf_weight=0.0012653024761206657 0.0018199533637641698 0.006413451880824538 0.0023153117833771822 0.0036480515905168423 0.0052192573437253031 0.0012436688553520972 0.0023526593109579599 0.0011974453755101413 0.0025587279633114681 0.0030749580587894343 0.0021527343778871 0.0036564505003866543 0.004470182569278335 0.0031486348923408505 0.0052349439264425248 0.0012876108414161527 0.0045211849234902948 0.0023697872908314812 0.0019271339201623059 0.0014235030284908108 0.0016689763700554758 0.003046219371825031 0.0068385124327363647 0.0037112323570909203 0.0018243159792810104 0.013281722587299431 0.0026004360316651534 0.0015177797257415115 0.0028251261855984913 0.021950801458174858
leaf_count=89 23 168 20 85 263 16 105 7 95 35 5 52 177 10 151 34 45 11 22 6 19 86 171 21 56 387 57 21 24 860
internal_value=0 -0.000257449 -0.000272845 -0.000238661 -0.000262129 -0.000289099 -0.000165098 -0.000492718 -0.000204477 -0.000163501 0.000257495 0.000555273 -0.000537519 -0.000236087 -0.000264845 -0.000199527 -0.000239884 -0.000151043 -8.12249e-05 -0.000153298 0.000243746 -0.000331208 0.000439713 -0.000445942 3.73968e-05 -0.000627887 -0.000459337 -2.07816e-05 -0.000567261 -0.000664795
internal_weight=0 0.118746 0.117481 0.111067 0.108752 0.105104 0.065323 0.039781 0.0629703 0.0604116 0.00888414 0.00673141 0.0385836 0.0515274 0.0502838 0.0450488 0.0437612 0.03924 0.0360914 0.0337216 0.0104346 0.023287 0.00876565 0.0202408 0.00553555 0.0147052 0.0341134 0.00673704 0.0273764 0.0245512
internal_count=3121 3098 3009 2841 2821 2736 1327 1409 1222 1127 92 87 1402 1035 1019 868 834 789 779 768 212 556 193 470 77 393 1225 284 941 917
is_linear=0
shrinkage=0.00117172


Tree=838
num_leaves=31
num_cat=0
split_feature=14 51 39 3 1 133 13 132 457 52 1 4 16 1374 133 42 16 16 50 0 3 15 4 2 0 3 3 160 160 13
split_gain=0.000363917 0.000397074 0.000519412 0.000722057 0.000559639 0.000660226 0.000556306 0.000560484 0.000608131 0.000569852 0.000520269 0.000491185 0.000435443 0.000424248 0.00039354 0.000730597 0.000742436 0.000645629 0.000520003 0.000623062 0.000924235 0.000519396 0.00050968 0.000350014 0.000338283 0.000327856 0.00053719 0.000302576 0.00032094 0.000285059
threshold=0.076175000000000007 -0.40274499999999996 0.0046100000000000004 0.11296500000000002 0.11374000000000002 0.076280000000000014 -0.23438999999999996 0.079970000000000013 0.082380000000000009 -0.0064899999999999992 1.0000000180025095e-35 0.022185000000000003 0.31475000000000003 -0.26569999999999994 0.093255000000000018 -1.0000000180025095e-35 -0.25582999999999995 -0.36241499999999999 0.10124500000000002 -0.13027499999999997 -0.074479999999999977 -0.15914499999999995 0.053180000000000012 0.094095000000000012 -0.11173999999999999 -0.11255999999999998 -0.078934999999999991 -0.081969999999999987 0.085330000000000003 -0.092094999999999982
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 6 4 5 -4 12 8 9 11 -9 27 24 -10 15 16 -11 21 19 -19 25 -17 -22 -15 -3 -21 -27 -8 -29 -23
right_child=-2 2 3 -5 -6 -7 7 10 13 14 -12 -13 -14 23 -16 17 -18 18 -20 20 22 29 -24 -25 -26 26 -28 28 -30 -31
leaf_value=-0.0018333648930156561 -0.0020176643249766343 0.00068488869559701134 -0.00087718660935338086 -0.0013098672543418175 0.0036629168432875847 0.0028848020516866316 -0.00039241446145866902 -0.00066884506139777786 -0.00094193949592952838 0.00030904279843321406 0.0026752605288607478 6.4261502397163544e-05 -0.00049741610495316366 0.0023085137718244454 -0.0019408215697230115 0.0010371767374891608 -0.0036627384496771172 0.0035027370228383277 -0.0013144299928047692 0.0028745902363855711 -0.0029653311389099303 -0.00044652139473729652 0.00035175080802858123 3.3697165650804054e-05 0.0034603292890728788 -0.00026418361452991814 0.0025596365352237574 -0.0035961650249451212 -0.0013949475010562931 -0.002927629029032399
leaf_weight=0.0014867393936746067 0.0012006811801041897 0.0010688105379159651 0.00136129347227154 0.0012126672189083365 0.0015254075685611213 0.0011580911640187708 0.0010151882102054088 0.0010068129341762591 0.0013954915166891624 0.001137533722101125 0.0016414061893925691 0.0018672781265953731 0.0011915849625054875 0.0023189629325504049 0.0017012921074270873 0.0010943156047460434 0.0014185294854691622 0.0011827479199837338 0.0014843635505377142 0.0016376794796997222 0.0011598511606081535 0.0010133074274882858 0.0013382394538234976 0.0014903480911598876 0.0013123332423727865 0.0021766457760066197 0.0015450922064017599 0.0020764348869719554 0.001552937149589928 0.001604916303545415
leaf_count=109 101 66 92 25 140 81 108 154 17 29 79 74 9 84 277 38 404 18 128 17 89 39 18 54 62 237 54 380 104 34
internal_value=0 2.64961e-05 9.28227e-05 0.00116896 0.00191214 0.000852095 -6.2473e-05 -0.000211703 -0.00035332 -0.000590383 0.00140388 -0.00152213 0.00131004 0.000785642 -0.00026232 -9.22739e-05 -0.00189516 0.000231407 0.000694623 0.0010245 0.000651464 -0.00108176 -0.00118835 0.00141852 0.00221453 0.00150903 0.000908135 -0.00215991 -0.00265431 -0.00196739
internal_weight=0 0.0431763 0.0416896 0.00525746 0.00404479 0.00251938 0.0364321 0.0328594 0.0302112 0.0250064 0.00264822 0.00651184 0.00357273 0.0052048 0.0184945 0.0167932 0.00255606 0.0142372 0.0105246 0.00904026 0.00785751 0.00371254 0.00249809 0.00380931 0.00238114 0.00535942 0.00372174 0.00464456 0.00362937 0.00261822
internal_count=3121 3020 2911 338 313 173 2573 2436 2203 2048 233 666 137 155 1382 1105 433 672 561 433 415 111 107 138 128 308 291 592 484 73
is_linear=0
shrinkage=0.00366245


Tree=839
num_leaves=31
num_cat=0
split_feature=1 11 52 2 43 2 3 160 4 4 2 0 4 48 0 0 1 15 52 4 0 0 42 12 3 1 12 3 3 12
split_gain=0.000350234 0.000451219 0.000436911 0.000395626 0.000673768 0.000567489 0.0004265 0.000520818 0.000471368 0.000423907 0.000383501 0.000364521 0.000972215 0.000507347 0.000328576 0.00112978 0.000314501 0.000512989 0.000616105 0.000660744 0.000760448 0.00036188 0.00036079 0.000288954 0.000264603 0.000250121 0.000248157 0.000740088 0.000234768 0.000226741
threshold=0.10752500000000002 0.081790000000000015 0.19022000000000003 0.088225000000000012 1.0000000180025095e-35 0.084245000000000014 -0.10831999999999999 0.088405000000000011 0.0061450000000000003 -0.49013999999999996 0.14753000000000002 -0.10011499999999998 -0.025314999999999994 0.086260000000000017 -0.084269999999999984 -0.10151999999999999 0.11181500000000001 -0.016799999999999995 0.060015000000000006 0.24564500000000003 -0.11173999999999999 -0.10324499999999999 0.086835000000000009 0.084290000000000018 0.090900000000000009 0.085110000000000005 0.090020000000000017 0.10732000000000001 0.12745000000000004 0.088105000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 14 9 11 -9 -5 16 13 26 25 15 -1 -2 18 19 22 28 -19 -18 -16 -10 -8 -13 -28 -21 -11
right_child=10 -3 -4 6 -6 -7 7 8 24 29 -12 12 -14 -15 23 -17 17 21 -20 20 -22 -23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=0.00086946331720783824 0.0017570743679395429 -0.0024400495275173299 -0.0020999228242361448 -0.00056829487448857596 -0.0037966956884210412 -0.0021207903697981149 7.8011022827843127e-05 -0.0005022194775072561 0.0011359887458895518 0.0036674246395813699 0.0028042035675324181 0.00085485924268433565 -0.004043913065710442 -0.0017884896454488845 0.0030942478073239929 -0.0040203576761065774 -0.0033102565755208911 0.0031106330014940881 0.0018782574781914059 -0.0025037146032451931 0.0029711889705606592 4.4968790088161183e-05 -0.00036378803662799722 0.00028209093651738749 0.0040441240715895516 0.0025205298422379622 -0.0031812173254483081 0.0013483957179052954 0.00015248654268601171 0.0011954255438335732
leaf_weight=0.0028952417401839617 0.0020442989720095292 0.0014964553986382958 0.0017788018200213243 0.0010280031887361929 0.001016017026801209 0.002131935125119111 0.0012406114279412961 0.0013142440873283876 0.0010154220297566852 0.0013152236918472218 0.0010944605355067702 0.0020576563664640446 0.0013947827775890875 0.0011283884328037175 0.0010197686071302678 0.0010538016102286107 0.0021131399123390827 0.0012859569405847537 0.001465082847643906 0.0010665676937122752 0.0011040029929088009 0.0012335081808032529 0.0010015821763715849 0.0014425952247276719 0.0010309953595424304 0.0015321068645448577 0.0012622164359363808 0.0011071377740563548 0.0011106343876718938 0.0011262234461000276
leaf_count=49 84 116 301 13 207 454 51 88 61 35 112 96 251 30 55 202 53 23 77 29 98 36 51 177 10 54 235 10 27 36
internal_value=0 -0.000276907 -0.000160847 -2.8755e-05 -0.000683716 -0.000313505 0.000349485 1.52432e-05 0.00138751 0.00160994 0.000509516 -0.000459072 -0.00109999 0.000497395 0.000287457 -0.000435385 0.000307384 2.18863e-05 -0.000487014 -0.00102881 0.000237467 0.00160971 -0.00236278 0.00144672 0.00260112 0.00142766 -0.000172468 -0.00106465 -0.00114873 0.00252711
internal_weight=0 0.0293876 0.0278912 0.0261124 0.00955936 0.00854334 0.016553 0.0130836 0.00336066 0.00346945 0.0135192 0.0097229 0.00582179 0.00390111 0.00641141 0.00394904 0.0124248 0.0103805 0.00786101 0.00639593 0.00328121 0.00251947 0.00311472 0.00246236 0.00204642 0.00277272 0.00442701 0.00236935 0.0021772 0.00244145
internal_count=3121 2531 2415 2114 1144 937 970 886 159 84 590 727 592 135 483 251 478 394 335 258 154 59 104 232 71 105 341 245 56 71
is_linear=0
shrinkage=0.00404364


Tree=840
num_leaves=29
num_cat=0
split_feature=484 52 4 11 156 13 13 403 160 403 133 457 42 160 16 48 0 3 15 47 48 14 2 13 42 0 49 52
split_gain=0.000347277 0.000426288 0.000381005 0.000660577 0.000431191 0.00046066 0.000641699 0.000499673 0.000466913 0.000539253 0.000537589 0.000564074 0.000619669 0.000493167 0.000455163 0.000419718 0.000417208 0.000625274 0.000375109 0.000891122 0.000373488 0.000339062 0.000293585 0.000222738 0.000293997 0.000426849 0.000177571 8.94533e-05
threshold=-0.0068949999999999992 -0.016329999999999997 0.27287000000000006 0.080455000000000013 0.091255000000000017 -0.53104499999999988 -0.42195999999999995 -1.0000000180025095e-35 -0.091944999999999985 0.10301500000000001 -0.11008499999999999 -0.0029299999999999994 -0.11466499999999999 0.099315000000000014 -0.024819999999999998 0.092805000000000012 -0.14226499999999997 -0.012939999999999998 -0.0040799999999999994 0.10783500000000001 0.11376500000000002 -0.45687499999999998 0.085235000000000019 -0.076384999999999995 -0.087299999999999975 -0.057069999999999989 -0.047584999999999995 -0.067494999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 -2 -7 -8 14 10 -10 -12 -13 15 -9 16 26 18 19 -18 21 -4 -19 -20 -25 -26 -14 -17
right_child=2 -3 20 -5 -6 6 7 8 9 -11 11 12 13 -15 -16 27 17 22 23 -21 -22 -23 -24 24 25 -27 -28 -29
leaf_value=-0.0033188116105120819 -0.0024308664918257458 -8.192584571378939e-05 0.00041306262471361641 -0.0030015160685322308 -0.0020239982424278321 0.00272136767819956 -0.0020362964179103799 -0.002798434056336964 -0.0021963016016874307 -0.001882137649096982 -0.0014959970471709282 -0.0016609996587327988 0.0035589712799773774 -0.00091988586540542913 0.00038404575772560677 0.0019867741339260302 -0.0021767587793202923 0.00021544542058859326 0.0031428154478186031 0.0024729800242072543 -0.00061425824062732873 0.0029796044916185114 -0.0021003205974355569 0.0030112998765525292 -0.0010118959782120795 0.0020438167421884972 0.0015186472614625111 0.0035828382087056084
leaf_weight=0.0010897286649471649 0.0010697868994498086 0.0015474208561232486 0.0014394257563594692 0.0011726017368838262 0.0015372842519345556 0.001526050045157489 0.0016477100039378181 0.0015108750765189249 0.0010750054282828705 0.0015407718836097919 0.0017315223605880439 0.0014218533527565738 0.0012036899196203876 0.0017984827415133955 0.00132627340269753 0.001001918871821772 0.0013512477091666038 0.0022595051960579123 0.0015672922068077312 0.0012442609600356036 0.0013608126533242171 0.0018469432593644078 0.0013894532771487889 0.0012334712831858496 0.0012804067069005394 0.0016369412414150167 0.0015130291808418276 0.0012286171883815191
leaf_count=222 13 281 53 127 166 30 659 163 131 172 92 54 30 62 97 50 133 38 32 18 38 243 36 23 64 38 25 31
internal_value=0 -0.00141948 6.70752e-05 -7.73781e-05 2.62268e-05 0.000126099 0.000215819 8.3799e-05 0.00021169 0.000388152 0.000540658 0.000675243 0.000862005 0.00105376 -0.00131073 0.00126367 0.0010202 0.000701707 0.00130217 5.22796e-05 0.00113227 0.00185546 -0.000666354 0.0018695 0.00138872 0.000702683 0.00242265 0.00286591
internal_weight=0 0.00263715 0.0389152 0.0342681 0.0330954 0.0315582 0.0304884 0.0289623 0.0273146 0.0244775 0.0229367 0.0218617 0.0201302 0.0187083 0.00283715 0.0169098 0.0146793 0.0119626 0.00831362 0.00259551 0.00464718 0.00328637 0.00364896 0.00571811 0.00415082 0.00291735 0.00271672 0.00223054
internal_count=3121 503 2618 2284 2157 1991 1978 1948 1289 1029 857 726 634 580 260 518 437 382 308 151 334 296 74 157 125 102 55 81
is_linear=0
shrinkage=0.00396435


Tree=841
num_leaves=31
num_cat=0
split_feature=14 3 124 484 3 41 15 1 457 0 0 47 0 48 1 15 15 13 12 43 156 42 150 15 52 4 15 4 15 151
split_gain=0.000318144 0.000371028 0.000450021 0.000401281 0.000328434 0.000402832 0.000581558 0.000546572 0.000401205 0.000373682 0.00061148 0.000682045 0.0005687 0.000556354 0.000804861 0.000394463 0.000410217 0.000796013 0.000847333 0.000784029 0.000373374 0.000279989 0.000275524 0.000260816 0.000235089 0.000183977 0.000122848 0.000100491 8.4316e-05 3.72365e-05
threshold=0.076175000000000007 0.30112000000000005 -0.043384999999999993 -0.0068949999999999992 -0.10519499999999998 0.079885000000000025 0.050935000000000008 0.077845000000000011 -0.068264999999999978 -0.10011499999999998 -0.10224499999999999 0.091680000000000011 -0.08824499999999999 0.086260000000000017 1.0000000180025095e-35 -0.053579999999999996 0.088235000000000022 -0.084034999999999985 -0.010834999999999999 -0.0030899999999999994 0.084085000000000007 -0.025789999999999997 0.11235000000000002 -0.077219999999999983 0.10160000000000001 -0.49013999999999996 0.090615000000000015 -0.008819999999999998 -0.11345499999999999 -0.0077149999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 21 23 5 6 7 25 -6 10 11 13 -11 14 -10 -14 17 24 -19 26 29 -1 -15 -4 -17 -5 -18 -9 -13 -16
right_child=-2 -3 3 4 8 -7 -8 27 9 12 -12 28 15 22 20 16 19 18 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=2.9956528456952781e-05 -0.0018854334428250056 0.0019506447547292722 -0.0028555283291319426 -0.00068429935500261474 -0.0020379032657076327 -0.00095689403651132371 -0.00096201391366936278 0.0020666918390343353 -0.0015217969140573012 -0.0024681306261180886 0.0025967540262627465 -0.00097564587038783237 0.0012089576538972845 -0.0017008388412114918 0.0032382787214126625 0.0015428616974145753 0.002540572387108342 0.00033783112338625941 -0.0034177956689700659 -0.0018721974013655232 0.00021510144706642992 0.0023918399381245479 0.00054038084098296439 -0.00045175474643104719 -0.00069573362193681512 0.0012662253260489779 0.00088832943977723241 0.0035206208614687652 -0.0023187067647559116 0.0023898321272084648
leaf_weight=0.0010740935548483321 0.0011039663408114455 0.0012088999438937256 0.0010479363731489277 0.0010563604810158722 0.0014359920486022295 0.0016461962135849717 0.0014389079443599684 0.0011697510570947145 0.0010015800681451026 0.0016414639365975826 0.0013209204201594061 0.0012020696883610071 0.0019067911378129994 0.0015248283372244487 0.0010121692642428579 0.001201375762411418 0.0010190679760917476 0.0010972391413019995 0.0023153028746978471 0.0012154144638465425 0.0010274554873035413 0.0014775665752351222 0.0012264327010598208 0.0011997490181363526 0.0011263637861373965 0.0013848037271557666 0.0012315940897702493 0.001186740731178304 0.0011179503089806531 0.0017480284755464473
leaf_count=55 101 130 177 9 107 49 50 92 59 205 27 27 270 35 33 122 87 19 404 192 20 176 10 287 20 38 220 51 13 36
internal_value=0 3.07024e-05 -3.02901e-05 -0.000132919 -3.56201e-05 0.000592014 0.00100086 0.00158956 -0.000230618 -0.000122193 0.000347572 4.62701e-05 -0.000534017 0.000559809 0.00128455 -0.000248339 -0.00055017 -0.00112758 -0.00221024 0.000406102 0.00202663 0.00139763 -0.000701768 -0.00157246 0.000459634 0.000422178 0.00163644 0.0027989 -0.00162283 0.00270096
internal_weight=0 0.039263 0.0380541 0.0355025 0.0332548 0.00788276 0.00623656 0.00479766 0.025372 0.023936 0.0111814 0.00986051 0.0127546 0.00754049 0.00478923 0.0111131 0.00920636 0.00574028 0.00341254 0.00346608 0.00378765 0.00255166 0.00275126 0.00224769 0.00232774 0.00244116 0.00225066 0.00235649 0.00232002 0.0027602
internal_count=3121 3020 2890 2659 2195 289 240 190 1906 1799 260 233 1539 193 148 1334 1064 565 423 499 89 231 45 464 142 47 307 143 40 69
is_linear=0
shrinkage=0.00352023


Tree=842
num_leaves=31
num_cat=0
split_feature=39 39 3 9 401 52 52 47 4 11 128 52 0 47 1 403 403 159 133 0 49 3 1374 3 51 51 9 15 43 4
split_gain=0.00140391 0.00127357 0.00194442 0.00126165 0.00115235 0.00118462 0.00132362 0.00184045 0.00143517 0.00183833 0.00157013 0.00120281 0.00141566 0.00135674 0.00186986 0.00135173 0.00130053 0.00126375 0.00118983 0.00111372 0.00101312 0.000995427 0.000949683 0.00121717 0.00109901 0.0014042 0.00117353 0.00231012 0.00100121 0.00125357
threshold=0.16946000000000003 0.15009500000000003 0.31299000000000005 -0.036024999999999995 0.10076500000000001 0.19022000000000003 0.13389000000000004 0.13148500000000005 0.24564500000000003 0.081790000000000015 0.086435000000000012 0.11434500000000002 -0.060129999999999996 0.09585500000000001 0.094385000000000011 0.089965000000000017 0.092070000000000013 0.092630000000000018 -0.088004999999999986 -0.081459999999999991 -0.13878999999999997 0.013900000000000001 -0.094929999999999987 0.090900000000000009 0.045645000000000005 0.086310000000000012 0.091600000000000015 -0.0063699999999999989 -0.077319999999999986 0.053925000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 6 7 8 9 10 11 12 13 14 16 17 18 21 -5 20 -10 -14 -20 24 26 -26 27 -24 -29 -30
right_child=-2 -3 -4 4 -6 -7 -8 -9 19 -11 -12 -13 15 -15 -16 -17 -18 -19 22 -21 -22 -23 23 -25 25 -27 -28 28 29 -31
leaf_value=0.0012685716788579647 0.001268746905959181 -0.0012108102932354998 0.0012683989820450458 -0.001268403696231941 -0.0012684081673631656 -0.00055711102424290239 0.00069920261174329903 -0.001030906516020085 0.0012161308391911057 -0.0011358281740570318 -0.0012685118028093077 -0.0012686846648043324 0.00084528387503886835 -0.0011858449918649711 0.00051458719174289017 -0.00090668958461755209 0.00047440953265354938 -0.00050388204061958364 -0.001268627030480684 0.0010988986121685037 1.6314366256592373e-05 5.3210832895611794e-05 -0.0012685053058023104 0.00048965626790581438 0.00096469929597581305 -0.00071534280794878556 0.00078512406073736631 0.00036056343669926307 -0.0010876751700950997 0.00033251834238085367
leaf_weight=0.0011348124838193021 0.0013127271003554588 0.0015012308550410572 0.0018097134519905458 0.0019467401320856217 0.0012875193205168492 0.0070473619417068525 0.0039717712187190548 0.0029677633718847565 0.0013098642157274307 0.0026072247240520588 0.0016396284900572758 0.0011912668592053413 0.0085157238241393568 0.0018073110659173599 0.007255505778573478 0.001274237319222494 0.0038693580256232698 0.0019019237372504003 0.0013409740001293349 0.002713123413045083 0.0083417762222524061 0.003644658338920693 0.0048405253438570332 0.0037228848485426616 0.0021287653155468425 0.0012823619031800959 0.0010987231817125584 0.0034253823389107643 0.0026881997423364645 0.0015918027038424043
leaf_count=79 23 11 119 163 156 345 38 35 13 114 150 46 139 108 132 7 110 46 38 102 138 51 384 26 16 84 7 100 332 9
internal_value=0 -5.24189e-05 -3.27372e-05 -5.99441e-05 -7.75951e-05 -5.93699e-05 -1.38604e-05 -5.26005e-05 -1.12052e-05 -9.51378e-05 -4.59532e-05 -8.50357e-06 2.01811e-05 -0.00011412 -5.90797e-05 0.000344175 -0.000208073 0.000457521 -0.000317802 0.000380962 0.000179146 0.000607887 -0.00023414 -0.000167378 -0.000310794 0.000333113 -0.000471769 -0.000581843 -0.000150481 -0.000559482
internal_weight=0 0.0898581 0.0883569 0.0865472 0.0854124 0.0841249 0.0770775 0.0731057 0.070138 0.0577732 0.055166 0.0535263 0.0523351 0.0369985 0.0351912 0.0153365 0.0279357 0.0140623 0.0240664 0.0123648 0.00965164 0.0121604 0.0221196 0.0207786 0.0170558 0.00341113 0.0136446 0.0125459 0.00770538 0.00428
internal_count=3121 3098 3087 2968 2889 2733 2388 2350 2315 2062 1948 1798 1752 1509 1401 243 1269 236 1159 253 151 190 996 958 932 100 832 825 441 341
is_linear=0
shrinkage=0.00126831


Tree=843
num_leaves=30
num_cat=0
split_feature=1456 151 49 1 11 47 1 15 3 2 43 133 52 52 403 133 52 52 0 2 4 160 15 4 39 13 16 10 15
split_gain=0.000309485 0.000342411 0.000505782 0.000480897 0.000465783 0.000384905 0.000422102 0.000532102 0.000440746 0.000490292 0.000439562 0.000640556 0.000442058 0.000833515 0.00049416 0.000603443 0.000474846 0.000503117 0.000381936 0.000390145 0.000357837 0.000346898 0.000331994 0.000530973 0.000312416 0.000240646 0.000231477 0.000168165 0.000121917
threshold=-1.0000000180025095e-35 0.086470000000000005 -0.24768999999999997 0.12337000000000002 0.088215000000000002 0.11596500000000001 0.10508500000000001 0.091915000000000011 0.12178000000000001 0.10045500000000002 -0.083134999999999987 0.095530000000000018 -0.087769999999999987 -0.081429999999999989 0.092070000000000013 -1.0000000180025095e-35 0.11434500000000002 -0.0064899999999999992 -0.14116499999999996 0.09142500000000002 -0.15289999999999995 0.088755000000000014 -0.016799999999999995 0.25615500000000008 0.099745000000000014 -0.0082249999999999979 -0.069894999999999985 -0.012054999999999998 -0.13843999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 6 7 10 9 -8 11 20 -12 -14 15 -15 17 21 -19 27 -4 -17 23 24 -5 -22 -3 -20 -11
right_child=1 26 3 22 -6 -7 8 -9 -10 28 12 -13 13 14 -16 16 -18 18 19 -21 25 -23 -24 -25 -26 -27 -28 -29 -30
leaf_value=-0.0023683753950939457 -0.0028427009709824395 0.0031855287301563759 0.0031911439930992886 0.00076510386897811293 -0.0025953519940168967 -0.0025496067572036564 0.00025626027422474455 -0.0030649012689756353 -0.00066631425761958765 0.0043773113622915779 -0.0023912733904409987 -0.0020024019150363418 0.0035357058618857491 -0.0040468144816038039 0.0015571896185942382 -0.0036647200805591785 -0.0026757058599162645 0.0029156432989087297 2.1433271199405489e-05 0.0016099650227520948 0.0016691010114016718 -0.00023958578037954793 0.0031213255437404601 0.0031983432299978248 -0.0023976454696424203 -0.00093837293188792211 0.00027129301672773007 -0.0024366420542168972 0.0023118728388244105
leaf_weight=0.0010522614456689441 0.0012107781564054667 0.0010679834847948655 0.0018056167098734477 0.0014837690958273697 0.0014459157082282728 0.0011341775805089318 0.001886485697379924 0.0011983916019713261 0.0018854618987802496 0.0010489447048200873 0.0019787916120398404 0.0011349280847681165 0.0010669643858758323 0.0010397767118685034 0.0018767538416484273 0.001011590730027657 0.001610327613283502 0.0011700272087296027 0.0010814046825089471 0.0017225452693250265 0.0018476697026375 0.0012874794464847739 0.0013838001400578994 0.0010527059920146797 0.0010026831523362034 0.0010712186022794291 0.0010216858849867441 0.0010518076319341431 0.001145284556741899
leaf_count=288 28 44 37 52 92 62 93 349 43 50 222 115 35 383 119 77 80 25 17 60 190 37 40 162 16 125 60 153 67
internal_value=0 3.73874e-05 -6.09096e-05 3.41695e-05 -0.00017071 -5.00511e-05 5.14816e-05 -0.000229056 0.00108385 0.0018925 -6.53295e-05 0.000950287 -0.000464789 -0.000169704 -0.000503288 -0.00089096 -0.000523717 -5.06139e-05 0.000725244 6.05684e-05 0.00165959 -0.00174664 0.00130356 0.000592817 -0.000510302 0.00071217 0.00176069 -0.00119055 0.00329925
internal_weight=0 0.038725 0.0366353 0.0354245 0.0305016 0.0290556 0.0279215 0.0219553 0.00596618 0.00408071 0.0207569 0.00585943 0.0148975 0.0129187 0.0118517 0.00997496 0.00893518 0.00732485 0.00502578 0.00385576 0.00472451 0.00229907 0.00492296 0.00353916 0.00248645 0.00291889 0.00208967 0.00213321 0.00219423
internal_count=3121 2833 2729 2701 2431 2339 2277 2024 253 210 1675 467 1208 986 951 832 449 369 255 230 352 114 270 230 68 315 104 170 117
is_linear=0
shrinkage=0.00437696


Tree=844
num_leaves=30
num_cat=0
split_feature=128 0 1 3 15 47 13 0 50 16 133 16 0 1 48 1 14 160 16 13 49 157 15 1 12 1 0 150 48
split_gain=0.000304286 0.00031467 0.000498016 0.000726802 0.000717779 0.000646795 0.000529327 0.000468485 0.000427186 0.00040554 0.000534235 0.000503671 0.00082984 0.000482775 0.000405076 0.000710334 0.000692535 0.000392163 0.000464404 0.000358239 0.000357074 0.000318836 0.00030786 0.000265163 0.000250744 0.00018694 0.000186143 0.000130828 6.7796e-05
threshold=0.086435000000000012 -0.062294999999999996 1.0000000180025095e-35 -0.091354999999999978 0.083935000000000023 0.096300000000000011 -0.092094999999999982 -0.052984999999999997 0.10124500000000002 0.15891500000000003 -0.0042999999999999991 0.27776000000000006 0.15398500000000004 0.10312500000000001 0.12879500000000002 0.094385000000000011 -0.10708499999999999 0.086870000000000017 -0.056919999999999991 -0.084154999999999994 0.10440000000000001 -0.07928499999999998 -0.049819999999999996 0.10937500000000001 0.086095000000000019 0.090540000000000023 -0.082974999999999979 0.084555000000000019 0.091220000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 27 8 -7 -3 14 13 -11 -12 -13 24 15 17 -17 18 25 -6 -8 -20 28 -24 -9 -4 -21 -5 -18
right_child=-2 7 5 4 19 6 20 9 -10 10 11 12 -14 -15 -16 16 22 -19 21 26 -22 -23 23 -25 -26 -27 -28 -29 -30
leaf_value=-0.0038867904394546278 -0.0017417024475516732 0.0028908536282091211 0.0021644082793725256 -0.0029870083449166779 -0.0012143937111339256 0.00067067544796434652 -0.0037189090606490373 0.0016004766751369632 -0.0019471794868526173 0.0021032044504352928 -0.0029722425046777986 -0.0016796461623291459 0.0024670853842078846 0.0032903790658471372 -0.0015818142796053126 -0.0010098550999627707 0.0026774804050967924 -0.0019531583935685024 0.00060280063510417174 0.0027781515188763949 -0.00079992247169150704 -0.0020841985178577114 2.2243713081774337e-05 0.0025151667274963306 -0.00069846016273561592 0.00015031846774376189 0.00051450348699753326 -0.0011178671626465963 0.00388698538908031
leaf_weight=0.0011642792970509835 0.0014931211225293053 0.0012049887590670503 0.00197033035278249 0.001295721357199354 0.0010403823289379943 0.0013605297029641861 0.0013340412708515706 0.001344625022454693 0.0010216636913575874 0.0010623416220525428 0.0013244311602331749 0.0019241195986392512 0.0011736690943280337 0.0012224666503648507 0.0011319070448223565 0.0011298120433451686 0.0015548898673172209 0.0012945668406576516 0.0013079110965428242 0.0010125490462553621 0.0012047408648285796 0.0013614754986153166 0.0011937446163834417 0.0014008857167553401 0.0015345890258284811 0.0010764397194300557 0.0011980024764253194 0.0010039529275420733 0.0012733556732911211
leaf_count=185 207 69 112 553 162 40 86 51 108 20 66 144 8 150 16 48 142 41 43 100 40 106 76 43 64 32 251 105 53
internal_value=0 4.77829e-05 -0.000181294 -0.00109488 -0.000509252 0.000131435 -0.00128546 0.000606744 0.00048296 0.000319631 -0.000371681 -0.000966218 -0.000108561 0.00124402 0.000651911 0.000838322 0.00175833 -2.15757e-05 0.00041588 0.000666257 -0.00233375 -0.000767658 0.00233506 0.00136822 0.000375169 0.00145282 0.00155137 -0.00217101 0.00322203
internal_weight=0 0.0371224 0.0263312 0.00671489 0.00555061 0.0196163 0.00389931 0.0107912 0.015717 0.00958624 0.00548456 0.00442222 0.00309779 0.00410168 0.0146953 0.0135634 0.00655269 0.00701072 0.00571616 0.00325093 0.00253878 0.00266939 0.00542288 0.00259463 0.00287921 0.00304677 0.00221055 0.00229967 0.00282825
internal_count=3121 2914 2342 1356 1171 986 166 572 820 503 238 218 152 265 712 696 362 334 293 513 126 149 314 119 115 144 351 658 195
is_linear=0
shrinkage=0.00388662


Tree=845
num_leaves=31
num_cat=0
split_feature=39 42 151 4 151 12 132 160 403 1213 42 156 11 1456 38 1213 1373 48 42 482 16 1 50 156 394 43 4 13 403 131
split_gain=0.0018802 0.00195999 0.00148008 0.00182795 0.00164063 0.00223101 0.00155497 0.00167642 0.0022438 0.00158242 0.0014196 0.0013685 0.00149678 0.00177529 0.00156405 0.00162258 0.00152459 0.0012146 0.00118407 0.0011411 0.00112341 0.00136573 0.00112912 0.00101282 0.00117122 0.001211 0.00153799 0.00140706 0.00116864 0.00130287
threshold=0.16946000000000003 -0.26584999999999998 -0.5225749999999999 0.27287000000000006 -0.086944999999999981 0.088305000000000008 -1.0000000180025095e-35 -0.091944999999999985 0.090990000000000015 0.039620000000000009 -0.11466499999999999 0.091255000000000017 1.0000000180025095e-35 -1.0000000180025095e-35 1.0000000180025095e-35 -0.082704999999999987 0.099250000000000019 0.092805000000000012 -0.106335 0.081345000000000015 -0.54165499999999989 0.111945 0.11875500000000001 0.087825000000000014 -0.081209999999999991 -0.27207999999999993 -0.51843499999999987 -0.094514999999999988 -1.0000000180025095e-35 0.098515000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 -4 -6 8 19 10 -9 12 13 -12 15 -15 17 18 -17 -8 -5 -22 -23 24 -20 -26 -27 -28 -29 -30
right_child=-2 2 3 20 6 -7 7 9 -10 -11 11 -13 -14 14 -16 16 -18 -19 23 -21 21 22 -24 -25 25 26 27 28 29 -31
leaf_value=-0.0012941037533751093 0.0012942585538182072 -0.001211815992325608 0.00080200062111017737 0.0012938976080669705 -0.0012505359949459289 -0.00097223454863208463 -0.0012642047879667109 -0.0012939694598767565 0.0010928286805554975 -0.001106704956520732 -0.00129385177102801 -0.00072345693747638605 -0.00087338477362129425 -0.0012937822147490385 -0.00085418525465856109 0.0011940052480014633 -0.0012376443556308457 0.00075380501368400507 -0.00098218333838259622 0.00012544147142847596 -0.0003177961719215746 0.00099439798703620944 -0.00027457358932159002 0.0010861565929433056 0.00099784649979406848 -0.0010792757056990595 0.0005876884776283704 -0.0012937517751799358 -4.7539267058604594e-05 0.0010233290115938339
leaf_weight=0.0021144627520897066 0.0017409734218460917 0.0017575051766414154 0.0064954863905484217 0.0021884430179284218 0.0020519502975542272 0.0014511152134559779 0.0050035459542598906 0.0014059355617197502 0.0010056604990680285 0.0022712383158065555 0.0014620513843883734 0.0038873384696920246 0.0026948782715123789 0.0011939494168125 0.0024782878203950523 0.0018560250314862961 0.0011556432607449088 0.0072876357791891158 0.0016208409174538465 0.001232547728401201 0.0039774163887500436 0.0044363580944590808 0.0015955803428369109 0.0018032367554514641 0.0025721971968835069 0.0018214387458499312 0.0087476755856528143 0.0011417465768985826 0.021757905854007845 0.0020835211107907972
leaf_count=18 23 47 142 57 285 47 309 94 11 171 153 191 93 196 25 9 14 136 44 39 51 211 12 39 24 18 67 177 396 22
internal_value=0 -6.17423e-05 -3.52707e-05 -1.38827e-05 -8.14754e-05 0.000478011 -0.000139566 -0.00010896 -0.000700366 -4.52672e-05 -8.16132e-06 2.02786e-05 6.87252e-05 0.000113281 0.000150336 0.00019727 0.000231606 0.000265101 0.000183048 -0.000989545 0.000454264 0.000270686 0.000658727 0.000137887 9.48641e-05 0.000140654 7.86366e-05 0.000141163 -1.51848e-05 4.60448e-05
internal_weight=0 0.100552 0.0984372 0.0966796 0.0844819 0.0079466 0.0765353 0.0744833 0.00724175 0.0672415 0.0649703 0.0635644 0.059677 0.0569822 0.0555201 0.0530418 0.0518479 0.0506922 0.0434046 0.00623609 0.0121978 0.0100094 0.00603194 0.0415486 0.0397453 0.0381245 0.0355523 0.0337308 0.0249832 0.0238414
internal_count=3121 3098 3080 3033 2702 189 2513 2228 359 1869 1698 1604 1413 1320 1167 1142 946 932 796 348 331 274 223 787 748 704 680 662 595 418
is_linear=0
shrinkage=0.00129368


Tree=846
num_leaves=31
num_cat=0
split_feature=39 42 9 42 9 156 2 52 52 52 47 403 15 43 0 48 3 0 0 11 151 3 48 1 3 14 133 13 1375 16
split_gain=0.00194589 0.00157043 0.00147164 0.0014962 0.00122794 0.00113158 0.00112175 0.00181078 0.00165456 0.00138063 0.00175262 0.00156343 0.00124411 0.0014667 0.00134578 0.00137855 0.00230442 0.00135436 0.00189842 0.00114143 0.00105163 0.00113593 0.00148239 0.00109793 0.00182554 0.00157976 0.00116888 0.00143329 0.00198685 0.00103661
threshold=0.16946000000000003 -0.11466499999999999 -0.036024999999999995 -0.106335 0.094575000000000006 -1.0000000180025095e-35 0.089775000000000008 0.19022000000000003 0.13389000000000004 0.11434500000000002 0.13011000000000003 0.10301500000000001 0.19724500000000003 0.022390000000000004 -0.060129999999999996 0.085875000000000021 0.090900000000000009 -0.053834999999999994 -1.0000000180025095e-35 0.10221500000000001 -0.24431999999999998 -0.11255999999999998 -0.089099999999999999 0.093575000000000019 0.099930000000000005 -0.24758499999999997 -0.088234999999999994 -0.010094999999999998 -1.0000000180025095e-35 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 5 -5 12 8 9 10 11 19 13 14 15 16 29 -16 -19 20 -8 -22 -23 26 -25 -26 -24 -28 -29 -7
right_child=-2 2 3 4 -6 6 7 -9 -10 -11 -12 -13 -14 -15 17 -17 -18 18 -20 -21 21 22 23 24 25 -27 27 28 -30 -31
leaf_value=-0.00070151146353725278 0.0011046888312916299 0.0011044149113190931 0.00087566076070677719 -0.0011042075525146237 0.0010898700325822357 -0.00021797922429373407 -0.00079794083835902784 -0.00063121208690653072 0.00078512322281730669 -0.00082088014883359103 -0.001091724866824368 -0.0010610643983677156 0.00092220226339998455 -0.00097886666076159247 0.0010675315525342727 -0.00097890021329518359 0.0009909191010316024 -0.0011042821732224323 0.00066055401873261273 -0.00096917133620543221 0.00062128229264196342 -0.00069854025614290755 -0.0011042252580567295 0.0011042756500761629 -0.00058367542233261698 0.00044020044924341273 0.00037050562343321524 0.00051651886264420899 -0.00091384254115487069 -0.0011042662054092541
leaf_weight=0.0043087452603707268 0.0018128540960731234 0.0013986024570691305 0.0021394678261685831 0.0012791864286008084 0.0011205667952935974 0.017740717206764949 0.0012507695132626387 0.0044690052417273298 0.0039825421292505317 0.0021497053138421754 0.0014868368810994062 0.0013043423980683136 0.001131103025727497 0.0030939733440682451 0.0019311316716539295 0.0030615007226453264 0.0018504383225774737 0.001328034462979133 0.0016870108545958889 0.0010489474082007169 0.0073272317825612198 0.0023859302564233067 0.0010889920311196741 0.0036250800674793035 0.0024357057010178105 0.0074759754877291576 0.0082082931343556726 0.0018950678640976548 0.00315493925327815 0.0017693049382669903
leaf_count=169 23 88 20 155 40 842 30 164 43 63 25 66 8 179 8 124 16 29 42 18 129 26 69 112 20 117 259 5 93 139
internal_value=0 -4.98741e-05 -1.96249e-05 -3.68209e-05 -5.86866e-05 -7.32852e-05 -5.81067e-05 4.15055e-05 0.000103086 4.25066e-05 8.59854e-05 0.000128486 -0.000216123 -0.000255786 -0.000179609 -0.000285979 -0.000186665 0.000345596 -0.000116802 0.000167375 0.000198064 0.000231198 0.000136774 0.000208248 0.000433808 0.000188592 -4.56903e-06 8.5753e-05 -0.000377084 -0.000298354
internal_weight=0 0.0971291 0.0928204 0.0914218 0.0892823 0.0881618 0.0868826 0.0532894 0.0488204 0.0448378 0.0426881 0.0412013 0.0335932 0.0324621 0.0293681 0.024422 0.0213605 0.00494618 0.00301505 0.0398969 0.038848 0.0375972 0.03027 0.0278841 0.0135368 0.00991168 0.0143473 0.0132583 0.00505001 0.01951
internal_count=3121 3098 2929 2841 2821 2781 2626 1239 1075 1032 969 944 1387 1379 1200 1121 997 79 71 878 860 830 701 675 249 137 426 357 98 981
is_linear=0
shrinkage=0.00110414


Tree=847
num_leaves=30
num_cat=0
split_feature=52 52 43 403 42 131 0 0 14 48 1 0 0 160 16 159 4 42 43 4 2 43 1 12 13 43 15 150 16
split_gain=0.00031278 0.000478486 0.000533061 0.000423562 0.000479086 0.000436528 0.000500661 0.00105382 0.000512663 0.0004408 0.000576054 0.000672776 0.000538045 0.000600739 0.000420436 0.000382739 0.000380981 0.000350223 0.000348628 0.000764466 0.000484121 0.000460594 0.000334507 0.000558075 0.000297974 0.000280213 0.000136354 0.000119845 6.91381e-05
threshold=0.19022000000000003 0.13389000000000004 0.24789500000000006 0.10301500000000001 0.09832500000000001 0.092225000000000015 -0.076899999999999982 -0.10011499999999998 -0.10708499999999999 0.12879500000000002 0.094385000000000011 -0.10224499999999999 -0.13027499999999997 0.086325000000000013 -0.091354999999999978 -0.22563499999999997 -0.0082299999999999995 0.083995000000000014 0.093175000000000022 -0.16363499999999997 0.10584500000000001 -0.14169499999999999 0.122185 0.090020000000000017 -0.068269999999999983 -0.013024999999999998 -0.10653 0.083250000000000005 0.0028900000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 7 8 -1 10 11 12 13 16 24 -2 -10 -9 19 20 25 -21 23 -6 -12 -8 -26 -16 -23
right_child=15 -3 -4 -5 22 -7 18 17 9 -11 14 -13 -14 -15 27 -17 -18 -19 -20 21 -22 28 -24 -25 26 -27 -28 -29 -30
leaf_value=-0.0017658230076878589 0.00018158133476450122 0.0017352508106292896 -0.002101003488015305 -0.0017110241145906137 0.0023637996344649066 -0.0018240610740174008 0.0016167443296795678 -0.0028945698231415454 -0.00054132062866454531 -0.0016188393861916292 0.002039188263842986 0.0023462514342519896 -0.0026681191588305061 -0.0018480403336771248 0.0016725155778052323 -0.0021762563353513119 0.0018068037631451715 -0.00081033796463388888 0.0024694638309923564 0.0001664436652002303 -0.0022045103396217134 0.0030345211647370487 0.0029364136528914524 -0.0010986768366521846 0.00071757962266084377 -0.00066568651462756113 -0.00099468014227281631 0.0032320838602009059 0.0018996167563526719
leaf_weight=0.0013486112636300627 0.0014603469064886632 0.0017982461135290775 0.0013032361185987265 0.0014175817320014597 0.001013325456131752 0.0013629772897272288 0.0010192699925397619 0.0017504466425243273 0.0013568952614075869 0.0011070953763692168 0.0010487782040264921 0.00105366203126777 0.0010621555611649569 0.0013959108055523473 0.0010174551023931482 0.0015741490828797824 0.0017293768963213552 0.0017987833505335171 0.0011234096399235227 0.001688134447097589 0.0013192957429275509 0.0011155263402051821 0.0010226288089896229 0.0010358179829568215 0.001027530273301382 0.001411555639732498 0.0010195591607065051 0.001160730731694315 0.0012553759190252478
leaf_count=32 180 54 163 163 46 238 41 416 46 23 48 17 38 38 39 170 34 469 23 42 74 137 61 193 24 87 39 47 139
internal_value=0 6.77053e-05 -2.0581e-05 6.24295e-05 0.000142893 7.25715e-06 0.00010036 -0.000220074 0.000180779 0.000383042 0.000569722 -8.35665e-05 -0.000545336 -4.22942e-05 0.00138701 -0.00104155 0.000774439 -0.00183826 0.000741653 0.000493093 -0.000586689 0.0014907 0.00138686 0.000613558 0.0006014 0.00029136 -0.000135217 0.00250359 0.0024336
internal_weight=0 0.0357634 0.0339651 0.0326619 0.0312443 0.0281725 0.0268096 0.017877 0.0143278 0.0129791 0.0118721 0.006598 0.00554434 0.00448218 0.00527405 0.0030345 0.00308627 0.00354923 0.00893257 0.00780916 0.00375012 0.00405904 0.00307177 0.00204914 0.00309587 0.00243083 0.00204709 0.00217819 0.0023709
internal_count=3121 2771 2717 2554 2391 2091 1853 1310 425 393 370 173 156 118 197 350 80 885 543 520 202 318 300 239 111 128 63 86 276
is_linear=0
shrinkage=0.00331719


Tree=848
num_leaves=31
num_cat=0
split_feature=39 42 9 156 10 33 9 1456 42 2 123 457 43 1 15 51 4 1447 13 403 457 15 1 48 13 13 403 1425 1 48
split_gain=0.00211497 0.00220236 0.00187516 0.00178022 0.00192755 0.00203387 0.00213881 0.00187678 0.00173056 0.00176944 0.00243312 0.00238013 0.00188295 0.00186316 0.00218166 0.00227038 0.00174386 0.00171788 0.00163585 0.00189742 0.00155236 0.00229239 0.00194024 0.00255504 0.00201171 0.00224366 0.00189394 0.00175268 0.00210308 0.00374906
threshold=0.16946000000000003 -0.11466499999999999 -0.036024999999999995 -1.0000000180025095e-35 0.058500000000000003 -0.0066799999999999993 0.088235000000000022 -1.0000000180025095e-35 -0.106335 0.089775000000000008 0.087590000000000015 0.088350000000000026 0.022390000000000004 0.13075500000000004 -0.0063699999999999989 0.11144500000000002 0.033845000000000007 -1.0000000180025095e-35 -0.095539999999999986 -0.088999999999999982 -0.14941999999999997 0.10017500000000001 0.13756000000000004 0.12230500000000001 -0.53104499999999988 -0.43167499999999998 0.10301500000000001 1.0000000180025095e-35 0.10538500000000002 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 5 -5 7 -7 -9 12 11 17 13 14 15 -10 -13 -11 -16 -20 -19 22 23 24 -22 -26 27 28 -27 -30
right_child=-2 2 3 4 -6 6 -8 8 9 10 -12 16 -14 -15 18 -17 -18 20 19 -21 21 -23 -24 -25 25 26 -28 -29 29 -31
leaf_value=-0.00088358312281217846 0.0014010224623811076 0.0014007564281298636 -0.0014004514915578301 -0.0013197141326213185 0.0013192613659067218 -0.001046280941658124 0.0012026020422892586 0.0011096988723089984 -0.00093377788802580524 -0.0014007183022828786 0.0011911413596120337 0.0010477228803993427 -0.0011277376791265148 0.00080962199640941348 -0.0014005332865561256 0.00094080743294780108 -0.0001178803453728508 0.0012138685883356123 -0.0014004833675351489 0.0003672120591040345 -0.00093566740022987642 -0.00092227092045742002 0.001320491781954713 -0.001147691268958936 0.0012413320727178621 -5.4865859742325364e-05 -0.0013647645225510125 -0.0014017911633503618 -0.0011918484191230404 0.0010810263064937452
leaf_weight=0.0060742719960629179 0.0019720869180162017 0.0017946140826836645 0.0018604256579113345 0.0023992204119167573 0.0020708308126131661 0.0035678594554457979 0.0027522290439492272 0.0026215913249529868 0.01122306752663782 0.0018864768961144298 0.0036883563261653754 0.0069560236718757551 0.0046446135785025424 0.003380113164894282 0.0013682142426176816 0.0014281090711278912 0.0039438979576971178 0.001865329360271061 0.0013126092208644033 0.012820319095339986 0.0037290870768629239 0.0057482052838615507 0.0021259566685785094 0.0038043910953433615 0.0033242887288906777 0.02351331685435909 0.0017900224111233589 0.0014389916074364342 0.0017058923136232815 0.0085834349666242815
leaf_count=169 23 88 156 19 49 235 23 17 366 52 105 49 166 15 32 21 40 16 211 366 9 128 44 40 11 459 56 35 11 110
internal_value=0 -5.98142e-05 -2.05217e-05 -4.08371e-05 -2.03875e-05 -4.31974e-05 -1.75089e-05 -4.63406e-05 -1.47411e-05 -4.14713e-05 8.24632e-05 2.43906e-05 -0.000295334 -0.000172724 -0.000290669 -0.000722168 0.000625975 -8.57863e-05 6.1496e-05 0.000203036 -4.27422e-05 -8.47766e-05 1.14755e-05 -4.66357e-05 4.83818e-05 0.000139313 4.03857e-05 0.000111757 0.00017619 0.000704201
internal_weight=0 0.133422 0.127347 0.125553 0.123692 0.121622 0.119222 0.11647 0.112902 0.110281 0.0741037 0.0704153 0.036177 0.0315324 0.0281523 0.0126512 0.0108999 0.0595154 0.0155011 0.0141329 0.0576289 0.0557636 0.0500154 0.0478894 0.044085 0.0403559 0.0370317 0.0352416 0.0338026 0.0102893
internal_count=3121 3098 2929 2841 2685 2636 2617 2594 2359 2342 1165 1060 1177 1011 996 387 89 971 609 577 919 903 775 731 691 682 671 615 580 121
is_linear=0
shrinkage=0.00140032


Tree=849
num_leaves=31
num_cat=0
split_feature=39 42 453 4 150 52 52 11 376 2 47 448 3 3 1 2 13 11 13 16 150 475 15 16 13 150 52 52 2 2
split_gain=0.0024442 0.0018476 0.00141819 0.00164475 0.00153571 0.0015609 0.00164766 0.0014429 0.00141089 0.00132068 0.00122646 0.00127405 0.00139673 0.0015965 0.00139171 0.00141926 0.00125871 0.00121304 0.00115471 0.0012871 0.00114649 0.00153237 0.00112284 0.00131145 0.00118027 0.00108406 0.00131565 0.00128799 0.00109899 0.00127405
threshold=0.16946000000000003 -0.26584999999999998 0.10218000000000001 0.27287000000000006 -0.22665999999999997 0.19022000000000003 0.13796000000000003 0.081790000000000015 0.048375000000000008 0.086675000000000016 0.13148500000000005 -0.083859999999999976 0.090900000000000009 -0.10023499999999998 0.098220000000000016 0.092755000000000018 -0.079969999999999986 0.088710000000000011 -0.063184999999999977 -0.021269999999999997 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.098289999999999975 0.042200000000000008 -1.0000000180025095e-35 0.087170000000000011 0.090245000000000006 0.08976000000000002 0.089885000000000007 0.084055000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 6 7 8 10 -7 11 -6 13 -13 15 25 -16 20 -18 -20 -5 -22 -14 -24 -25 26 27 28 29 -15
right_child=-2 2 -4 17 5 9 -8 -9 -10 -11 -12 12 22 14 16 -17 18 -19 19 -21 21 -23 23 24 -26 -27 -28 -29 -30 -31
leaf_value=-0.0012194540240071583 0.0012198648695573074 0.00090743217526217804 -0.0010954591978466761 -0.00063094927796807218 -0.0012194875192643928 4.5673342504795909e-05 0.00075755537252605518 -0.00103744869144989 0.00061840995935439095 -0.0011157721613704811 -0.0010693901804763163 0.00019584379924829159 -0.0005136601161970756 -0.00018602192120959092 0.0011831531424394766 -0.0010887816843000299 -0.0012063191848884452 -0.00026975129756591216 -0.00064162521257282138 0.00083398021379875703 -0.00036997659556301389 0.00096167525376218081 0.00068946002478170959 0.00039367310736051217 -0.00075359477475748365 -0.0012192308413420515 -0.0012191530105584991 0.0011975424322332364 0.00044884362756441849 -0.0012191324747863495
leaf_weight=0.0020066393989281997 0.0022625523324109045 0.002266160778617631 0.0018467395284744717 0.0010232022173113373 0.0014318192130460252 0.002287236631756783 0.0034883784999557568 0.0023624912376014598 0.004171290524112691 0.0039984789710310054 0.0019345868228128884 0.01243766662093292 0.0024406569460779784 0.0098345914285786866 0.0014573185854942494 0.0043203784363408096 0.0011006882236870297 0.0032102155884103931 0.001504855017728346 0.0021104162960057229 0.0015531421146661745 0.0074162450487236225 0.0082956749993741141 0.0032412581895187031 0.0022630268788148564 0.00179837907165492 0.001784936213002907 0.0010378037743237192 0.0030341350786500252 0.0021643658274710384
leaf_count=18 23 14 18 14 35 125 37 118 99 204 24 201 20 390 17 389 43 34 25 44 34 251 77 18 50 107 151 6 83 452
internal_value=0 -6.17574e-05 -3.75123e-05 -1.67209e-05 -8.19286e-05 -0.00011049 -5.9774e-05 -0.00010126 -6.79321e-05 -0.000693147 -0.000113965 -8.32915e-05 -5.56366e-05 -0.000171639 -0.000323246 -0.000456155 0.000192919 0.00038218 -0.000113082 0.00021976 0.000591619 0.000731086 0.000248541 0.000383344 -7.80136e-05 -0.000317091 -0.000226231 -0.000115951 -0.000206627 -0.000372374
internal_weight=0 0.0978228 0.0958161 0.0939694 0.0807666 0.0785004 0.0722147 0.0687263 0.0663638 0.00628572 0.0621926 0.060258 0.0588262 0.0425855 0.0301479 0.0239746 0.00617328 0.0132028 0.00471596 0.00361527 0.00999259 0.00896939 0.0162406 0.0138 0.00550429 0.0196542 0.0178558 0.0160709 0.0150331 0.011999
internal_count=3121 3098 3080 3062 2729 2715 2386 2349 2231 329 2132 2108 2073 1908 1707 1578 129 333 112 69 299 285 165 145 68 1189 1082 931 925 842
is_linear=0
shrinkage=0.00121906


Tree=850
num_leaves=30
num_cat=0
split_feature=14 51 1 44 42 47 1 42 3 42 3 43 4 2 49 160 52 133 0 15 13 15 0 13 16 49 15 16 4
split_gain=0.000311894 0.000352285 0.000481139 0.000742526 0.000487062 0.000512663 0.000490332 0.000357865 0.000712195 0.000496208 0.000525725 0.000915889 0.000739651 0.00052716 0.000510613 0.000432715 0.000517291 0.000369256 0.000314531 0.000587624 0.000281411 0.000281028 0.000276135 0.000254605 0.000274786 0.000211102 0.000300752 0.000173112 0.000151686
threshold=0.076175000000000007 -0.40274499999999996 0.14000500000000002 1.0000000180025095e-35 -0.11466499999999999 0.12431000000000002 0.11230000000000001 0.092145000000000019 -0.15121499999999996 0.091295000000000015 -0.078934999999999991 -0.074974999999999986 -0.082109999999999975 0.089885000000000007 -0.069799999999999987 0.088405000000000011 -0.070154999999999981 1.0000000180025095e-35 -0.15202999999999997 0.024640000000000006 -0.029529999999999997 0.083935000000000023 -0.22491999999999998 -0.42195999999999995 -0.056919999999999991 -0.056454999999999991 -0.10653 -0.074929999999999983 -0.0024449999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 6 7 8 -6 10 12 28 21 -14 22 16 -16 20 -18 23 -9 -10 -13 -20 -25 -8 27 -27 -12
right_child=-2 2 -4 -5 5 -7 25 17 9 -11 11 14 13 -15 15 -17 18 -19 19 -21 -22 -23 -24 24 -26 26 -28 -29 -30
leaf_value=-0.0021478022620526256 -0.0022617020159332009 -0.0028297303481348299 0.0021959031032262812 -0.0033748812244163216 0.0030231753594499875 -0.0027185953775249023 0.0031236493810138087 -0.0014889942785606361 -0.00082702067926604102 0.0029397826631277764 0.0038443422269991818 -0.00055529365441240653 -0.0040593352404269933 -0.0006721889621192147 -0.0023657732558196682 0.0022993769985409297 0.002136050302619276 -0.003222824857851231 0.00082325252458586749 0.0027803638852067123 0.0014920574099007925 0.0017856873805375878 -0.0034749544281389749 -0.00042800649762640252 -0.0032166691349101214 0.0032904241889803493 -0.00067155771158332875 0.00081745082846825196 0.0016741481834520048
leaf_weight=0.0013080860046188461 0.0011153972776787304 0.0010009774568047183 0.0019440958871230754 0.0011588669394058107 0.0016226143045621122 0.0010653375999147832 0.001240882046996461 0.001388324333347013 0.0015502233749966525 0.001060755590232886 0.0012551843411792163 0.0013353058650409366 0.0017973432679558865 0.0015986651800008467 0.0014775363912384902 0.0017187219049077393 0.0015470328384736857 0.0011192522786318548 0.0011562485061631395 0.0010374768347904961 0.001005365269122648 0.0014835527108598701 0.0010780679639026411 0.0015669313812201073 0.001112675286115924 0.0010218025187977986 0.0011941807395317019 0.0010639913900334363 0.0011242294606468297
leaf_count=109 101 127 118 51 119 48 66 168 59 47 115 21 563 225 80 27 44 246 12 70 16 291 29 63 49 95 79 40 43
internal_value=0 4.04717e-05 0.000118413 2.29302e-06 0.000118693 0.000209164 0.000308005 8.92703e-05 0.000280062 7.68184e-05 -6.89121e-05 0.000386376 -0.00108923 -0.00246484 -9.47654e-05 0.000348116 -7.65132e-05 -0.00118826 0.000450321 -8.48121e-05 -0.000236933 0.000450625 -0.00185952 -0.000859751 -0.00158597 0.00161608 0.00104573 0.00202893 0.00281897
internal_weight=0 0.0380337 0.0367256 0.0347815 0.0336227 0.0326217 0.0315564 0.0270355 0.0235226 0.0219 0.0208392 0.0144094 0.00642978 0.00339601 0.01203 0.00961662 0.0078979 0.00351294 0.00642036 0.00487333 0.00239369 0.00303378 0.00241337 0.00383586 0.00267961 0.00452086 0.00327997 0.00208579 0.00237941
internal_count=3121 3020 2911 2793 2742 2615 2567 2287 1857 1738 1691 553 1138 788 395 345 318 430 238 194 184 350 50 124 112 280 214 135 158
is_linear=0
shrinkage=0.00429114


Tree=851
num_leaves=31
num_cat=0
split_feature=39 42 9 42 52 52 43 376 1456 15 13 403 403 15 9 457 157 4 43 51 13 0 0 51 150 51 48 49 52 3
split_gain=0.0016065 0.00132652 0.00124952 0.00120974 0.00098098 0.0015025 0.00117683 0.00128177 0.00112347 0.00161775 0.0011526 0.00145023 0.00123723 0.00116435 0.00140165 0.0012255 0.00124401 0.00104456 0.00103623 0.00132207 0.00109382 0.00103552 0.00208255 0.00103524 0.00102043 0.000898919 0.000847941 0.000831158 0.000737958 0.000702768
threshold=0.16946000000000003 -0.11466499999999999 -0.036024999999999995 -0.106335 0.19022000000000003 0.13389000000000004 0.24789500000000006 0.088055000000000008 0.075120000000000006 -0.24436499999999997 -0.094514999999999988 0.10301500000000001 -0.088999999999999982 -0.095869999999999983 0.091600000000000015 0.10021000000000001 -0.083944999999999978 1.0000000180025095e-35 -0.074359999999999996 -0.09193999999999998 -0.036034999999999991 -0.11013499999999998 -0.084044999999999995 -0.076794999999999988 0.082565000000000013 0.092235000000000011 0.085845000000000019 -1.0000000180025095e-35 -0.085984999999999992 -0.074479999999999977
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 5 6 7 8 9 23 24 12 -12 14 17 16 -15 26 21 -20 -21 -18 -23 -5 27 28 -14 -11 -22 -24
right_child=-2 2 3 4 -6 -7 -8 -9 -10 10 11 -13 13 15 -16 -17 18 -19 19 20 25 22 29 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.00073878941670476423 0.0011722493628644119 0.0011720078253962226 0.00092860870342968086 -0.00029794878260109377 -0.00048696150698294131 0.00076686733995901186 -0.00078724837612271614 0.0011671675850689683 -0.0011718328081224939 -0.00061337604570567883 -0.0011717958987165487 -0.0011719029851728702 0.00059405866445424841 -0.0011054220704957748 0.00062165760036618696 0.00060469580576393489 0.0011526197184328511 -0.00093780892049610571 -0.0011718610125969785 -0.0011662927275460236 -0.0006474560859658728 -0.0011673024247964184 0.00020390376373738596 0.001064810370373991 0.0010224864345365564 -0.00079758796355792192 -0.00079216856258442652 0.00023994181946377429 0.00033104109286058388 0.0011570854725725618
leaf_weight=0.0036286778707461656 0.0015129156807063273 0.0012008544551562741 0.0017561290529215503 0.0010394256598260654 0.0065882294697026103 0.0032272885916437835 0.0028592577660209164 0.001227294300065295 0.0011854084653641897 0.0018830740791599973 0.0014761746292695213 0.0018794307539984336 0.0013843162989672919 0.0014867678153649413 0.0014277106706686027 0.0043955448552992485 0.0015525758254426583 0.0052452293959035501 0.0017479105317326207 0.0011365028260508217 0.001235061591215115 0.0014572938504331398 0.0065559648278110689 0.0029024461030502371 0.0019136192910025338 0.0014797596610378596 0.0010772807498935499 0.0093412749715255927 0.0073891265728391947 0.0012672412507583868
leaf_count=169 23 88 20 11 327 48 155 41 187 17 318 118 19 143 5 56 29 66 107 185 43 128 165 132 51 21 58 146 212 33
internal_value=0 -4.64022e-05 -1.39072e-05 -3.26167e-05 -5.53172e-05 -1.33569e-05 -5.23682e-05 -1.83054e-05 -4.23699e-05 -1.9782e-05 -7.14491e-05 -0.000165815 -0.000118912 -7.88939e-05 -0.00044474 3.36118e-05 -6.55745e-05 -0.000642294 -6.74438e-07 -0.000223861 -7.64451e-05 0.000266916 0.000118742 0.000705467 0.000231617 4.61422e-05 -1.26027e-05 9.67833e-05 0.000190911 0.000358305
internal_weight=0 0.0809469 0.0773182 0.0761173 0.0743612 0.067773 0.0645457 0.0616864 0.0604591 0.0592737 0.0553319 0.0421939 0.0403145 0.0388383 0.00913454 0.0297037 0.0253082 0.00770683 0.0238214 0.0129884 0.0112405 0.0108331 0.0092805 0.00394187 0.013138 0.0101039 0.0024616 0.0112243 0.00862419 0.00782321
internal_count=3121 3098 2929 2841 2821 2494 2446 2291 2250 2063 1920 1706 1588 1270 148 1122 1066 143 923 568 461 355 326 143 214 276 77 163 255 198
is_linear=0
shrinkage=0.00117172


Tree=852
num_leaves=27
num_cat=0
split_feature=52 52 43 13 403 42 15 47 1 13 15 15 3 151 4 159 49 1 43 48 12 2 12 3 16 3
split_gain=0.000292611 0.00040414 0.000494309 0.000384982 0.000583096 0.000551707 0.000430313 0.000380551 0.00070702 0.000670906 0.000565237 0.000760891 0.000419588 0.000400484 0.000393314 0.000348265 0.000340875 0.000294101 0.000631843 0.000529312 0.000282417 0.000253827 0.000235235 0.000174739 0.00016445 0.000130982
threshold=0.19022000000000003 0.13389000000000004 0.24789500000000006 -0.094514999999999988 0.096440000000000012 0.09832500000000001 0.088655000000000025 0.096175000000000024 0.094385000000000011 0.095120000000000024 -0.0063699999999999989 -0.092334999999999987 0.12178000000000001 -0.0064299999999999991 -0.084369999999999987 -0.22563499999999997 -0.066894999999999982 0.08844500000000001 0.05259500000000001 0.092265000000000014 0.091475000000000015 0.093680000000000013 0.090020000000000017 -0.083924999999999986 -0.13088499999999997 -0.034684999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 17 5 6 7 8 10 -9 11 13 16 -5 21 -2 -10 18 -1 24 -8 -12 -7 -16 -19 -18
right_child=15 -3 -4 4 -6 22 20 9 12 -11 14 -13 -14 -15 23 -17 25 19 -20 -21 -22 -23 -24 -25 -26 -27
leaf_value=-0.0018674337547036331 0.00018744021355357454 0.0021255453981521297 -0.0026646164770008098 0.0011696418771556054 -0.0031390743654807433 0.003456380438633912 -0.0032266429257970302 -0.003067812795455844 0.00037999970480372879 0.0010952414207644214 -0.0017834296352074583 -0.0036993967677189806 -0.00059373065252594495 -0.0017738445469282344 0.002960059543451108 -0.0027750153185580528 0.0017416527475323474 0.0043773473717181356 0.002057331244210021 -0.00016512745962811974 -0.00029950343459509809 0.00098446770082307681 0.00073179301818514187 0.00061472434298276782 0.001967715852587868 0.0036538060190720871
leaf_weight=0.0016248509163414573 0.0014863210082021183 0.0017693954230120204 0.0013021702766158319 0.0018631082458853143 0.0011998744942549591 0.0011012469724356313 0.0014167145852610466 0.0018701334444024545 0.0014309487399657428 0.0012289965451373064 0.0014430937013886203 0.001836906262762783 0.0014234926916287804 0.001687702724669774 0.0013256698950265822 0.00155625012732341 0.0010629210841379688 0.0011391280525137049 0.0015218356223627438 0.0014777058324995096 0.0011392652993120755 0.0011330982124135858 0.0013528770132796852 0.0011251033054442494 0.0010361348539085213 0.0019368850742225155
leaf_count=89 180 54 163 31 150 73 140 155 77 18 253 405 21 131 89 170 143 68 35 52 102 34 202 106 57 123
internal_value=0 8.65897e-05 -2.05283e-05 8.5812e-05 -0.00016027 -1.36556e-05 -0.000233956 -1.1194e-05 0.000256585 -0.0014169 -0.000427518 -0.00141247 0.0014736 -0.000229399 0.000628119 -0.00132783 0.00213779 0.00101149 3.07048e-05 0.00185634 -0.00192194 -0.000566013 0.00195441 0.00188336 0.00322958 0.00297627
internal_weight=0 0.0354493 0.0336799 0.0323777 0.025578 0.0243782 0.021924 0.0193681 0.0162689 0.00309913 0.0104147 0.00538772 0.00585425 0.00355081 0.00502697 0.00304257 0.00443075 0.00679966 0.00314669 0.00365297 0.00255598 0.00257619 0.00245412 0.00245077 0.00217526 0.00299981
internal_count=3121 2771 2717 2554 2253 2103 1828 1586 1413 173 1049 567 364 162 482 350 343 301 124 177 242 287 275 195 125 266
is_linear=0
shrinkage=0.00437696


Tree=853
num_leaves=31
num_cat=0
split_feature=39 42 9 4 151 480 3 48 150 158 403 11 1213 133 457 14 0 1 0 1 129 3 16 13 49 160 0 16 0 2
split_gain=0.00159496 0.00151588 0.00139407 0.00123055 0.00181992 0.0015135 0.00142336 0.0020119 0.00157618 0.00151593 0.00156238 0.00150525 0.00141687 0.00123128 0.00119375 0.00117975 0.00111544 0.00166321 0.00122657 0.00190358 0.00115755 0.000984021 0.00097373 0.000961243 0.0012273 0.00111991 0.001108 0.000952986 0.000920627 0.000882992
threshold=0.16946000000000003 -0.26584999999999998 -0.036024999999999995 0.27287000000000006 -0.27559499999999998 0.084710000000000021 0.090900000000000009 0.092475000000000016 0.087865000000000013 0.084765000000000021 -0.092474999999999988 0.081790000000000015 -0.082704999999999987 -0.25159999999999993 0.045365000000000009 -0.46885499999999997 -0.060129999999999996 1.0000000180025095e-35 -0.10607499999999999 0.09253500000000002 0.08888500000000002 -0.0087149999999999988 -0.4714549999999999 -0.23438999999999996 0.13984500000000002 -0.079874999999999988 -0.11756999999999999 0.27776000000000006 -0.053834999999999994 0.10882500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 5 -5 6 7 8 9 10 -4 12 -12 -14 23 -6 17 20 21 -20 22 -19 -15 26 25 -25 -8 -28 -18 -30
right_child=-2 2 3 4 15 -7 14 -9 -10 -11 11 -13 13 16 -16 -17 28 18 19 -21 -22 -23 -24 24 -26 -27 27 -29 29 -31
leaf_value=-0.0013198914550110353 0.0013200565745870195 0.0013198788665434839 -0.0013196210380944969 -0.0012572272197789165 -0.00024881940366541647 -0.0013196724488892969 -0.00037310515287086997 0.00055085392877702211 -0.0010329428169590245 -0.0012846321239604116 -0.001319680988956902 -0.0013197265991383548 -0.001319707722925805 0.00023563453661284444 0.00068789960467770966 0.00072697737675452641 0.0011934418656017545 0.00087919193288745596 0.0004571981493098694 -0.00080362453075407401 0.00041441156425460588 -1.4360618145032651e-05 -0.0010825829901223512 0.00023776527671872592 0.00068996460854567343 -0.0010662891479411398 0.0011022894246407581 6.1678809560329121e-05 -1.1040190557649596e-05 0.0010162966448893594
leaf_weight=0.0015873394563570278 0.0015227428511650478 0.0013338601935615193 0.0018873567452111209 0.0011357133728324706 0.0028426051999304045 0.001736181315846074 0.0029316732723145833 0.0057139823766334521 0.0043700291953214778 0.0021420862708980684 0.0014439708507527618 0.0016635057766443131 0.0011690079271620126 0.0011982344527296978 0.0063995823678055777 0.0089495539645838562 0.002127492639203866 0.004874406432492151 0.0038751671350283345 0.0045135883075886341 0.0016053074863657812 0.0038337092734082034 0.0052536890778731573 0.0016695482526074548 0.0015093394113137037 0.0036614490667048489 0.003256753232733443 0.002894096338422969 0.0064522152134429793 0.0018815536336376226
leaf_count=18 23 89 298 15 36 216 31 193 143 219 207 94 123 8 47 251 15 58 100 114 39 41 491 24 10 60 36 9 69 44
internal_value=0 -4.1328e-05 -1.93459e-05 -3.89777e-05 0.000338105 -0.000101425 -7.37143e-05 -0.000189564 -0.000277173 -0.000201976 -0.000146467 -9.09624e-05 -3.74927e-05 1.28396e-05 0.000206565 0.000491753 5.65779e-05 -9.40196e-05 0.000138913 -0.00022119 -0.000588285 0.000485809 -0.000837767 1.31104e-05 -0.000360481 -0.000657889 0.000294474 0.000612662 0.00041869 0.000220906
internal_weight=0 0.093913 0.0923257 0.0909918 0.0129279 0.0780639 0.0763277 0.0540053 0.0482913 0.0439213 0.0417792 0.0398918 0.0382283 0.0367844 0.0223224 0.0117922 0.0356154 0.0251541 0.0170969 0.00838876 0.00805723 0.00870812 0.00645192 0.0159229 0.00684034 0.005331 0.00908252 0.00615085 0.0104613 0.00833377
internal_count=3121 3098 3080 2991 302 2689 2473 2256 2063 1920 1701 1403 1309 1102 217 287 979 851 313 214 538 99 499 170 94 84 76 45 128 113
is_linear=0
shrinkage=0.00131955


Tree=854
num_leaves=31
num_cat=0
split_feature=39 9 42 42 2 2 52 123 3 52 47 52 403 1447 1425 484 455 52 4 42 0 4 48 1 16 16 13 15 1 1375
split_gain=0.00263722 0.0020545 0.00167365 0.00144214 0.00134883 0.00174491 0.00172791 0.00138848 0.00111416 0.00106938 0.00160651 0.00142516 0.00133972 0.00110147 0.00104827 0.00127829 0.00103303 0.00110796 0.00175669 0.00131375 0.00126945 0.00103278 0.00105203 0.00099371 0.000911823 0.00154924 0.000936278 0.00131975 0.00167501 0.00123054
threshold=0.16946000000000003 -0.036024999999999995 -0.11466499999999999 -0.106335 -0.13033999999999998 0.089775000000000008 0.19022000000000003 0.087590000000000015 -0.15447499999999995 0.13389000000000004 0.11893500000000001 0.11434500000000002 0.10323500000000001 -1.0000000180025095e-35 1.0000000180025095e-35 0.090150000000000022 1.0000000180025095e-35 0.10473500000000001 -0.49013999999999996 0.092145000000000019 -0.019414999999999998 0.27834500000000006 -0.084044999999999995 0.13075500000000004 -0.51370499999999997 -0.23935499999999996 -0.010094999999999998 0.040760000000000005 0.094465000000000007 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 -5 8 7 9 -6 10 11 12 13 -7 15 16 17 18 -15 20 21 22 -20 -10 -24 -26 -27 28 29 -28
right_child=-2 2 3 4 5 6 -8 -9 23 -11 -12 -13 -14 14 -16 -17 -18 -19 19 -21 -22 -23 24 -25 25 26 27 -29 -30 -31
leaf_value=0.0012193632671635732 0.0012196340411220166 -0.0009541009913947954 0.00087291001471819939 0.00056576943419329128 0.00067642087072536264 -0.0012192512120812592 -0.00083165512688952834 0.00092252932425678392 -0.00063442844018615232 0.00053491208459297175 -0.0011913343335804045 -0.0011553603297220301 -0.0011967800588876735 -0.0011492115916864967 -0.0012198248687422958 0.00096580492292101079 0.0010989143604999598 0.00098436378218234193 -0.0009638172745333217 -0.00072598872500673553 0.00082057717701490768 0.00071509130468979721 0.00084252620123331508 0.00020334328772952847 -0.0011572601197368465 0.00048800956385718623 0.00029587523713394564 -0.0012192365382826911 0.00056292660027732811 -0.0012192907300665979
leaf_weight=0.0013618220761131275 0.0018065953534289738 0.0053013654533939905 0.0016708595479713031 0.0027743576662828664 0.0011031449205347521 0.0011234566698359308 0.0051780741198612637 0.0019306647126029466 0.02778606462983025 0.0033046285903708386 0.0022336345551536843 0.0019145408447656101 0.001525638014115315 0.002236300750041653 0.001006055699431129 0.002093429755211317 0.0011873925162149126 0.0014410228616128498 0.0019959987930633317 0.0034780074917648554 0.0029782130586540013 0.0024453724310689031 0.0016172938048839422 0.0022764493223803575 0.001875615358486001 0.0043705476572597482 0.0013223371934145689 0.001560228163334898 0.0038688200644969584 0.0020034382414913163
leaf_count=89 23 168 20 85 24 58 175 103 1367 35 41 54 62 66 48 57 20 27 13 130 44 66 8 18 31 155 4 39 31 60
internal_value=0 -0.000267194 -0.000288822 -0.000248881 -0.000270517 -0.000298185 -0.000162942 -9.00635e-05 -0.000526836 -0.000132953 -0.000185157 -0.000129032 -7.74983e-05 -3.08465e-05 6.78363e-06 4.25798e-05 -1.71074e-05 -5.95897e-05 -0.000110153 -2.57052e-05 7.5618e-05 -2.97326e-05 -0.000127581 -0.000570989 -2.71415e-05 -0.000120903 2.71929e-05 -0.000202854 1.75597e-05 -0.000616857
internal_weight=0 0.0949648 0.093603 0.0883016 0.0866307 0.0838564 0.0526907 0.0475126 0.0311657 0.045582 0.0422773 0.0400437 0.0381292 0.0366035 0.0354801 0.034474 0.0323806 0.0311932 0.0297522 0.0275159 0.0240379 0.0210597 0.0186143 0.0300625 0.0166183 0.015001 0.0131254 0.00875482 0.0071946 0.00332578
internal_count=3121 3098 3009 2841 2821 2736 1327 1152 1409 1049 1014 973 919 857 799 751 694 674 647 581 451 407 341 1385 328 320 289 134 95 64
is_linear=0
shrinkage=0.00121906


Tree=855
num_leaves=30
num_cat=0
split_feature=1456 11 3 15 2 16 3 15 43 43 43 52 48 1 48 1 14 15 4 13 1 2 2 1 3 1 15 3 40
split_gain=0.000303421 0.000336627 0.000326337 0.000576704 0.000423612 0.000539871 0.000396601 0.000761691 0.000586005 0.000574849 0.000532568 0.000398131 0.000372548 0.000429547 0.000406975 0.000488724 0.000748144 0.000429337 0.000405647 0.000767352 0.00075257 0.00033592 0.000333883 0.000319514 0.000296316 0.000263976 0.000162431 8.15596e-05 1.45107e-05
threshold=-1.0000000180025095e-35 0.081790000000000015 -0.10519499999999998 -0.015744999999999999 0.08622500000000001 0.15891500000000003 -0.078934999999999991 0.088235000000000022 -0.074359999999999996 -0.0037449999999999996 -0.34140499999999996 0.090245000000000006 -0.086869999999999989 0.13869000000000004 0.12879500000000002 0.10508500000000001 -0.24758499999999997 -0.10324499999999999 0.0061450000000000003 -0.095304999999999987 0.086560000000000012 0.10912000000000001 0.083995000000000014 0.099195000000000019 0.090900000000000009 0.10752500000000002 -0.10091499999999999 -0.059315 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 -5 -6 7 22 10 -10 -8 -9 -11 14 15 17 -17 -14 19 -19 -21 -18 -4 28 26 -3 -20 -25 -12
right_child=1 25 6 4 5 -7 8 11 9 12 23 -13 13 -15 -16 16 21 18 24 20 -22 -23 -24 27 -26 -27 -28 -29 -30
leaf_value=-0.0022099436614110902 0.0031593158512628595 -0.0027706147529899267 -0.0041247308520339825 -0.0017109631430014085 0.0025649063105406215 -0.0010369714123695545 -0.0010400930938540269 0.0019781883502509863 -0.0026663301850028938 -0.0022716342119983683 0.00061176929343739761 -0.0013272656985736883 -0.0026888342170016464 0.0025790699939505809 -0.0021326455300715659 -0.0012222336077274585 0.00119236110029237 0.0012672880688645311 0.0014663026458070908 0.00047747771218717081 -0.0037736431866117887 0.0041248625141709697 -0.0013445885806489741 0.0024596275948991731 0.0027730984666912767 -7.2719909362160693e-05 -0.00072170881211003877 0.0041246541538967375 0.0013136659520047419
leaf_weight=0.0010631359719914793 0.0015664752968405082 0.001258424949477365 0.0011795454490453007 0.0013176223839366221 0.0017452284907566451 0.0011910099275951325 0.0011658106319778483 0.001528133501919271 0.0014327571422461096 0.001097031613909393 0.0010006431938336391 0.0010429485925578241 0.0010982961144922971 0.0012067705421943123 0.0013570809484395605 0.0012039134821009156 0.0012955600539328324 0.0019854974941893051 0.0010449258166858044 0.0011907449593300343 0.0017488589179119884 0.0013642711228847304 0.0019492520473177732 0.0010000793579933998 0.0012094854187125748 0.0012103631929392122 0.001289410707978611 0.0010017997056142036 0.0010035914566808293
leaf_count=288 75 110 238 62 68 18 33 176 215 38 40 114 73 80 32 21 45 23 8 125 99 67 649 23 17 59 52 168 105
internal_value=0 2.43568e-05 0.000127568 0.00101985 0.000232001 0.0011039 -4.91e-05 -0.00102591 0.000185859 -0.000156855 0.00141338 0.000637345 5.35067e-05 0.00021298 1.98969e-05 0.000237392 0.00147544 -0.000262598 5.20494e-05 -0.000713654 -0.00205164 0.00269649 -0.00239269 0.00212736 0.0011162 -0.00144793 0.000257717 0.00329286 0.000963234
internal_weight=0 0.0376855 0.0352167 0.00582034 0.00425386 0.00293624 0.0293964 0.00569988 0.0236965 0.0185246 0.00517192 0.00257108 0.0170918 0.0159948 0.014788 0.013431 0.00386374 0.00956722 0.00846892 0.0049251 0.0029396 0.00265983 0.0031288 0.00400611 0.00354382 0.00246879 0.00233434 0.00200188 0.00200423
internal_count=3121 2833 2664 223 148 86 2441 1177 1264 895 369 290 680 642 562 530 133 397 324 247 224 112 887 336 77 169 60 191 145
is_linear=0
shrinkage=0.00412451


Tree=856
num_leaves=29
num_cat=0
split_feature=480 133 133 403 52 448 123 124 1 13 48 3 51 457 13 3 159 403 1 12 4 3 3 42 0 0 47 159
split_gain=0.000294249 0.000302162 0.000365289 0.000461808 0.000427625 0.000386812 0.000472952 0.000438185 0.000498778 0.000416705 0.000410139 0.000531699 0.000588704 0.000437425 0.000588497 0.000392729 0.000452631 0.000388873 0.000374293 0.000359671 0.000464838 0.000475256 0.000460689 0.000369999 0.000332757 0.000309772 0.000299894 0.000176185
threshold=0.084710000000000021 -0.25159999999999993 -0.15387499999999996 0.096440000000000012 0.19022000000000003 -0.083114999999999981 1.0000000180025095e-35 -0.013479999999999999 0.12811000000000003 -0.010739999999999998 0.12737000000000001 0.092670000000000016 0.087505000000000013 0.088350000000000026 -0.42195999999999995 -0.15121499999999996 0.090025000000000008 0.03138500000000001 0.10557500000000002 0.092355000000000007 -0.083854999999999985 -0.082154999999999992 -0.10519499999999998 0.088200000000000014 -0.17169499999999996 -0.053834999999999994 0.092165000000000011 -0.24212499999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 -4 7 -7 10 -8 11 12 15 14 -13 -9 17 19 -16 20 -17 -22 -21 24 -23 -10 -26 -6
right_child=-2 2 3 -5 27 6 9 8 25 -11 -12 13 -14 -15 18 16 -18 -19 -20 22 21 23 -24 -25 26 -27 -28 -29
leaf_value=-0.0019825293348963396 -0.0022283432849715817 0.0024962140530814417 -0.0021754920832185551 -0.0025044721601287911 -0.00032454606654646972 -0.0021835445513751668 0.0041246500506935194 0.0019211048467200223 0.003282048212078492 0.0003774741236547983 -0.0023480643813868344 0.0031835816245943268 -0.0027736646677626519 0.0033974280165009279 -0.001759729488881063 0.0021966340355748528 -0.0024962087623228131 0.0022128308233962273 0.0011639507505054802 5.4565830395034178e-05 -0.0022947150598814801 0.0013277740313495429 -0.0032546183869588781 0.0021707377950989648 -0.0024765703858196453 0.00034586494813981865 0.00030189826053572504 -0.0025876041212092057
leaf_weight=0.0012305662477003479 0.0010116886850928255 0.0010471752267235948 0.0010843695196705019 0.0011869652304625769 0.0010589169806816123 0.0012609466144954942 0.0010142097643299763 0.0017928933984236893 0.0014608430914870851 0.001005243751928119 0.0010919187130866695 0.001161545849470258 0.0013101202402752135 0.0013490629089503159 0.0014691747785562361 0.0017243279364741373 0.0012514240782162131 0.0013313083056845096 0.0015110063920644734 0.0016319112298921468 0.0014518421801095107 0.0014331886059437693 0.0012746648468735531 0.0014210885114529503 0.0013734124864921704 0.0010510306174413833 0.0012737348964151352 0.0013082414063820815
leaf_count=179 236 70 57 158 142 52 150 139 60 82 32 25 116 38 52 188 161 58 37 42 377 17 267 72 111 59 21 123
internal_value=0 2.65887e-05 9.65664e-05 2.327e-05 0.000113925 0.000244047 0.00033255 0.000191696 0.000305298 0.00225938 0.000121201 0.000239661 -0.000115794 0.00135766 0.000693253 0.000102387 -0.000127781 0.000101704 -0.00027737 -0.000140917 0.000279697 -0.00019568 -0.00139666 0.000358261 -0.000272983 0.00205348 -0.00113965 -0.00157526
internal_weight=0 0.0365611 0.0353306 0.0342834 0.0330964 0.0307293 0.0296449 0.0276254 0.0263645 0.00201945 0.0238526 0.0227607 0.0172699 0.00549079 0.00414173 0.0159598 0.0141669 0.0129155 0.00298018 0.0115842 0.00867759 0.00695327 0.00290658 0.00550142 0.00408034 0.00251187 0.00264715 0.00236716
internal_count=3121 2885 2706 2636 2478 2213 2156 1924 1872 232 1753 1721 1569 152 114 1453 1314 1153 89 1095 786 598 309 221 149 119 132 265
is_linear=0
shrinkage=0.00412451


Tree=857
num_leaves=31
num_cat=0
split_feature=39 42 4 151 1425 51 480 150 1456 11 1213 1211 157 48 160 403 15 47 47 128 393 15 15 4 9 52 43 4 0 1
split_gain=0.00170964 0.00177944 0.0013621 0.00193394 0.0022832 0.00173316 0.00151803 0.00147114 0.00148739 0.00180854 0.00146106 0.00127286 0.00125685 0.00133764 0.00150295 0.00155091 0.00139011 0.00135012 0.00142362 0.00153063 0.00133886 0.00133324 0.00195304 0.00147279 0.00174319 0.00137816 0.00149956 0.00158413 0.0014396 0.00124006
threshold=0.16946000000000003 -0.26584999999999998 0.27287000000000006 -0.27559499999999998 0.10499500000000002 0.11144500000000002 0.084710000000000021 -0.22665999999999997 -1.0000000180025095e-35 0.081790000000000015 -0.082704999999999987 1.0000000180025095e-35 0.08796000000000001 0.092475000000000016 0.10648000000000001 -0.092474999999999988 -0.14147499999999996 0.13206500000000002 0.10783500000000001 0.086435000000000012 0.091220000000000009 -0.0063699999999999989 -0.084564999999999987 -0.0024449999999999997 0.091600000000000015 0.091820000000000013 -0.50216499999999986 -0.51843499999999987 0.15398500000000004 0.089875000000000024
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 6 -4 5 -5 7 -3 -9 10 -10 12 13 14 15 -12 -15 18 19 20 21 22 23 29 -25 -23 -27 -28 -29 -17
right_child=-2 2 3 4 -6 -7 -8 8 9 -11 11 -13 -14 16 -16 17 -18 -19 -20 -21 -22 25 -24 24 -26 26 27 28 -30 -31
leaf_value=-0.0012687268874434397 0.0012688472049113238 0.00099083809090423874 -0.0012296819072745784 0.00084892382485444442 -0.0012695832584148962 -0.00040908081415519024 -0.0012684218424579507 -0.0010292972018656505 -0.0012684301689858764 -0.0010919813835605595 -0.0012683639952772508 -0.0012684036363175485 -0.0010543945839584581 -0.00075464741541855773 -0.00097633149268876109 -0.00018643740170299483 0.00054411091299586391 -0.0012686537476119311 0.00095242282941605761 -0.00126856662761791 -0.0011218085731666296 0.00041796877398961785 -0.00098152305511010462 -0.00056973029645348042 0.00083479352140324384 0.0011480302262784703 -0.0012689312374800739 -0.00039555093562982421 0.0010623500876054169 0.0011649182998508768
leaf_weight=0.0019088207710424845 0.0015921369920306452 0.0020567563126405721 0.0011767960797897112 0.0099779916079967279 0.0011152533552376562 0.0021394007993507111 0.001731301827751607 0.0026534880368505034 0.0014998430463428738 0.0026622093546961869 0.0015011224651821911 0.0012601471308570913 0.001720752467077701 0.0014891275606832019 0.0026342213003864847 0.0018201818821950164 0.012079081012295489 0.0012430650126589162 0.0027787798365039853 0.0014404833867924785 0.001501649326058895 0.022349818093285734 0.0038893526031031902 0.0066614406692133699 0.001807083681342192 0.0012061692214047079 0.0022529082714299884 0.0041129288807866251 0.0014821463460066298 0.0027316641078130033
leaf_count=18 23 14 15 309 3 17 216 274 258 115 233 139 96 62 85 43 168 10 30 80 53 301 243 107 3 5 9 120 8 64
internal_value=0 -5.55656e-05 -3.26322e-05 0.000328422 0.000466986 0.000626815 -9.2732e-05 -6.87385e-05 -9.50655e-05 -6.41264e-05 -2.88011e-05 -4.32514e-06 1.69986e-05 4.22599e-05 -3.97962e-05 3.65384e-06 0.000401571 3.81968e-05 6.82609e-05 2.0327e-05 5.75972e-05 9.42546e-05 -0.000192869 4.27125e-05 -0.000270021 0.000248858 -0.000168584 -0.000370936 -9.35011e-06 0.000624541
internal_weight=0 0.102884 0.100975 0.0144094 0.0132326 0.0121174 0.0865657 0.0848344 0.0827777 0.0801242 0.077462 0.0759621 0.074702 0.0729812 0.059413 0.0567788 0.0135682 0.0552777 0.0540346 0.0512558 0.0498153 0.0483137 0.0169097 0.0130204 0.00846852 0.031404 0.00905415 0.00784798 0.00559508 0.00455185
internal_count=3121 3098 3080 344 329 326 2736 2520 2506 2232 2117 1859 1720 1624 1394 1309 230 1076 1066 1036 956 903 460 217 110 443 142 137 128 107
is_linear=0
shrinkage=0.00126831


Tree=858
num_leaves=31
num_cat=0
split_feature=39 42 9 2 457 1456 376 1456 4 132 39 14 11 3 15 1213 13 13 0 131 12 47 33 12 49 2 16 1 1374 133
split_gain=0.00227622 0.00215211 0.00150653 0.0014175 0.00147361 0.00149616 0.00137469 0.00149689 0.00177645 0.00164413 0.00143122 0.0011759 0.00117981 0.00131365 0.00174375 0.0013626 0.0013102 0.00163664 0.00162153 0.00160321 0.0028957 0.00194699 0.00136857 0.0012994 0.00126214 0.00108984 0.00103202 0.0015554 0.00162831 0.00135756
threshold=0.16946000000000003 -0.26584999999999998 -0.036024999999999995 0.17025000000000004 0.080930000000000016 -1.0000000180025095e-35 1.0000000180025095e-35 0.075120000000000006 0.50500500000000004 -1.0000000180025095e-35 -0.082829999999999987 0.078320000000000015 0.088215000000000002 -0.10519499999999998 -0.010414999999999999 -1.0000000180025095e-35 -0.094514999999999988 -0.086919999999999983 -0.053834999999999994 0.10033500000000002 0.091840000000000019 0.096300000000000011 -0.0066799999999999993 -0.042789999999999988 -0.063424999999999981 0.092235000000000025 0.0047850000000000011 0.083135000000000014 -0.26569999999999994 0.093615000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 -4 7 8 9 -7 -8 12 13 14 -11 -15 23 -18 19 20 21 22 -19 -17 25 -24 27 29 -29 -6
right_child=-2 2 3 -5 26 6 10 -9 -10 11 -12 -13 -14 15 -16 16 17 18 -20 -21 -22 -23 24 -25 -26 -27 -28 28 -30 -31
leaf_value=-0.0013465182143141642 0.001346925184977085 0.0013463972461970322 -0.0013460743285777935 0.0013414635444488332 -0.0012536451416610649 -0.0012884812902136094 -0.00036689610384961507 -0.0013461089056555282 0.00080260558496158564 0.0010201472770148391 0.00134257019756343 -0.0013246372125809464 -0.0010807225102455222 -0.0013460238107621907 -9.8614436382982838e-06 -0.00059157066117401997 -0.0011922352220134227 -0.0013462947998040518 -0.00089128065204244374 0.00089944265697568682 -0.0013461847960796296 -0.00077831006849164079 -0.0013362653508900387 0.00045481936463165665 0.00042977623305809175 9.9686883929043371e-05 0.00097519104389587991 -0.0003616935462619093 0.00079938336864130246 0.00047375653148612728
leaf_weight=0.0023209116861266912 0.0021105173004087865 0.0014085024797090276 0.00183366312004729 0.0013004081719287788 0.0022852798102377401 0.0023074587470190968 0.001447848066163715 0.0018644582339772944 0.0035637724292314479 0.0041174662859475583 0.00229136740918534 0.0014736300869770949 0.002198410467968869 0.0017455431573738514 0.010754880039925738 0.0027227033660892639 0.0031321852614496484 0.0010218392664569356 0.0049936136208828244 0.0028366530648611379 0.0033060838861427291 0.0048120275549621274 0.0014706163103710415 0.010217897741640058 0.015419833699009886 0.0027441786478448194 0.003246909834814459 0.003305575500917258 0.006472579189590987 0.0012891002047581424
leaf_count=18 23 89 275 47 77 280 5 227 98 47 66 48 66 331 114 26 73 13 113 82 257 62 45 116 344 15 34 21 100 9
internal_value=0 -6.44592e-05 -3.62775e-05 -5.49719e-05 -7.26236e-05 -0.000143282 -0.000117163 -0.000154129 -0.000125939 -0.0001699 0.000680654 -0.000134527 -0.000109996 -7.92e-05 0.0002753 -0.000176075 -0.000137307 -0.00025844 -0.000178538 -6.59461e-05 -0.000161116 -7.28128e-06 0.000172334 0.000234659 0.000251367 -0.000401342 0.000294625 0.000129133 0.000406873 -0.000630658
internal_weight=0 0.107905 0.105584 0.104176 0.102876 0.0862761 0.0844425 0.0807033 0.0788388 0.075275 0.00373922 0.0729676 0.0714939 0.0692955 0.0148723 0.0544232 0.0526776 0.039737 0.0366048 0.0316112 0.0287746 0.0254685 0.0206565 0.0129406 0.0196346 0.00421479 0.0165994 0.0133525 0.00977815 0.00357438
internal_count=3121 3098 3080 2991 2944 2703 2428 2357 2130 2032 71 1752 1704 1638 161 1477 1146 1004 931 818 736 479 417 142 404 60 241 207 121 86
is_linear=0
shrinkage=0.00134594


Tree=859
num_leaves=29
num_cat=0
split_feature=14 157 1 484 12 484 43 43 0 0 42 42 12 2 13 13 15 13 16 150 47 4 49 0 12 16 0 4
split_gain=0.000295101 0.000509014 0.000416459 0.000473347 0.000344491 0.000319496 0.000335102 0.000640403 0.000481597 0.000603188 0.000472396 0.000563989 0.000563072 0.000559078 0.000378775 0.000541777 0.000457592 0.000340328 0.000598566 0.000515431 0.000744231 0.000274062 0.000361368 0.000259148 0.000229763 0.000182857 0.000118979 0.000117563
threshold=0.076175000000000007 -0.075754999999999989 0.10937500000000001 0.085515000000000022 0.11650500000000001 -1.0000000180025095e-35 -0.074359999999999996 -0.0037449999999999996 -0.10474999999999998 -0.08867499999999999 -1.0000000180025095e-35 0.086835000000000009 0.051320000000000005 0.095195000000000016 -0.095304999999999987 -0.014169999999999999 -0.097454999999999986 0.086705000000000018 -0.056919999999999991 -1.0000000180025095e-35 0.09550500000000002 0.053180000000000012 -0.043469999999999995 -0.10224499999999999 0.097145000000000023 -0.059624999999999991 -0.084269999999999984 -0.014149999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 25 8 -8 -7 -10 12 -12 -11 27 16 -16 -9 18 19 -17 21 22 -21 -20 26 -3 -18 -13
right_child=-2 4 -4 -5 -6 6 7 14 9 10 11 13 -14 -15 15 17 24 -19 23 20 -22 -23 -24 -25 -26 -27 -28 -29
leaf_value=-0.0012021399629292624 -0.002052512697231368 -0.00030433309167856459 0.0033221285251246267 0.0021305416421920392 -0.0017929899617289717 0.0023856112421051299 -0.0023452709770441704 -0.00095995072966086319 -0.0022754126847043385 0.001309175895806325 0.0033714197786985315 0.00084799484973632571 -0.0024311758593569353 -0.0014664970093394368 -0.0029901153497418087 -0.0023946100288324535 0.0015029714324031427 0.0015994161275407718 -0.00068692387046347819 0.00051536636362938329 0.0034745376414813821 0.0014544465610680762 -0.0019450112036775678 -0.0032915207938142644 0.00027126053933649186 -0.0025956300223354983 0.003276484365994421 0.0027216534721768793
leaf_weight=0.0012481999171700666 0.0010607582164454668 0.0010134219102568842 0.0011586275807919932 0.0013294703828630183 0.0017736088456463675 0.0019273357351821127 0.0019506960960098399 0.0013832753772833328 0.001236692283540953 0.0011156616243113157 0.0014722071056652002 0.0010234348782360856 0.001336026830117687 0.0013345302588092522 0.001078381657677153 0.0010082322809239494 0.0011291896761989051 0.0015268574667786092 0.0010698810197027342 0.0020051392343702909 0.0011159285010613473 0.0013581459594149692 0.0016387328827200901 0.001252696353693853 0.0011511403428912104 0.0010941950153794391 0.001156771477582196 0.001000276437077118
leaf_count=204 101 119 60 122 129 95 550 105 120 25 98 82 172 59 281 25 56 70 23 28 12 55 90 81 18 258 33 50
internal_value=0 2.67293e-05 0.00138669 0.000516738 -0.000126539 -3.23472e-05 7.28881e-05 -0.00023689 0.000631139 0.0002342 0.000660397 0.00136563 -0.000729097 0.000486323 6.84167e-06 -0.000361392 0.000927659 -0.000103113 -0.000378231 0.000180236 0.000604568 -3.57099e-05 -0.000591122 -0.00209173 0.00168734 -0.00149389 0.00240043 0.0017741
internal_weight=0 0.0368888 0.0037363 0.00257767 0.0331525 0.0313789 0.0292712 0.0188251 0.0104462 0.00851883 0.00728214 0.00483045 0.00245169 0.00335824 0.0168744 0.012054 0.00482038 0.0109756 0.00944876 0.00712618 0.00611795 0.00500202 0.00364387 0.00232258 0.0034371 0.00210762 0.00228596 0.00202371
internal_count=3121 3020 386 326 2634 2505 2128 1427 701 606 486 289 197 191 877 665 212 384 314 210 185 173 118 104 107 377 89 132
is_linear=0
shrinkage=0.00388662


Tree=860
num_leaves=31
num_cat=0
split_feature=39 42 9 159 1 16 1366 401 9 157 1210 1429 475 33 1213 49 11 40 1 15 1 158 133 393 1374 14 48 48 13 13
split_gain=0.00187352 0.00202591 0.00176402 0.00159225 0.00164482 0.00147804 0.00139921 0.00144151 0.00146488 0.00151477 0.00148186 0.00169792 0.001762 0.00177251 0.00164031 0.00145935 0.00150795 0.00146098 0.00170176 0.00227777 0.00227843 0.00196632 0.00162077 0.00153275 0.00157089 0.00143619 0.00112054 0.00183189 0.0014697 0.00160344
threshold=0.16946000000000003 -0.26584999999999998 -0.036024999999999995 -0.032739999999999991 0.13534000000000004 0.13751500000000003 -1.0000000180025095e-35 0.10076500000000001 -0.013509999999999999 0.087580000000000005 -0.08107499999999998 0.084690000000000015 -0.08459499999999999 -0.0066799999999999993 -1.0000000180025095e-35 0.27293500000000009 0.10221500000000001 0.57330500000000006 0.091615000000000016 0.035560000000000008 0.111945 0.084765000000000021 -0.25159999999999993 0.091220000000000009 -0.094929999999999987 -0.46885499999999997 0.088965000000000002 0.085700000000000012 -0.53104499999999988 -0.47860499999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 6 -6 -5 8 -8 10 -10 12 -12 -14 -15 16 17 18 21 22 -21 23 -20 24 -16 -24 27 28 -26 -30
right_child=-2 2 3 4 5 -7 7 -9 9 -11 11 -13 13 14 15 -17 -18 -19 19 20 -22 -23 25 -25 26 -27 -28 -29 29 -31
leaf_value=-0.0011721166346510754 0.0011724406666359657 0.0011721416844447197 -0.000547045809369448 -0.00088454811415555445 0.0011719551310231623 -0.00013533571201583734 -0.0011725915419658855 -0.0011718288798838992 -0.0011719362230281157 -0.00083212160847918719 -0.0010416360653105149 0.00076027225392914517 -0.00099373352332522832 -0.0010155655318367729 -0.0011720869166487779 -0.00081391871227248086 -0.0010408317157547073 -0.0011723405021600343 -0.00090084214550328933 -0.0011719925671329001 0.00056208017521102577 -0.0011718936268245864 -0.00036470787290901068 -0.0011719761797658924 -0.0011723025486041802 0.00069101303965243008 0.00059774247814224689 -0.0011719710487802372 0.0011722089943100548 0.00011616989606637311
leaf_weight=0.0021379873189744094 0.0017703158216306738 0.0016767149871554912 0.0078573227468776707 0.0025808437448731061 0.0030170834194933596 0.0019579528173494509 0.0014205911429598919 0.001443733670387636 0.0013352663974615089 0.0027362750275852213 0.002042951315280205 0.0046558893105910206 0.0021323750807482602 0.0018032458294729983 0.0012293195940458182 0.0022531396642762038 0.0014477064433648925 0.0011014723115749794 0.0010235617864964288 0.0023081831808084976 0.0018938133243864286 0.0017653437889162396 0.0019257947002415668 0.0012778991832931288 0.0011225001680941161 0.021749929787489464 0.0069921383124764694 0.0015286545737680504 0.0021317299215297637 0.026676673107886024
leaf_count=18 23 89 415 61 107 20 2 152 102 117 97 119 26 295 13 38 21 7 11 70 10 127 13 75 4 355 134 34 7 559
internal_value=0 -4.23392e-05 -2.05956e-05 -3.88742e-05 4.43492e-07 0.000657464 -3.34013e-05 -1.0032e-05 8.09061e-06 2.6495e-05 5.30728e-05 7.18607e-05 3.2966e-05 6.02839e-05 8.90137e-05 0.000115075 0.000143294 0.000166866 0.00018746 0.000407053 -0.000390457 3.89141e-05 0.000542731 9.11004e-05 0.000131777 0.00060514 0.000173462 7.91623e-05 0.000143061 0.000194313
internal_weight=0 0.113226 0.111088 0.109411 0.101554 0.00497504 0.096579 0.0939982 0.0925545 0.0911339 0.0883976 0.0870623 0.0824064 0.0803635 0.0782311 0.0764279 0.0741747 0.072727 0.0716255 0.0289013 0.004202 0.0427243 0.0246993 0.0409589 0.039681 0.0236757 0.0384517 0.0314596 0.0299309 0.0288084
internal_count=3121 3098 3080 2991 2576 127 2449 2388 2236 2234 2117 2015 1896 1799 1773 1478 1440 1419 1412 459 80 953 379 826 751 368 738 604 570 566
is_linear=0
shrinkage=0.00117172


Tree=861
num_leaves=27
num_cat=0
split_feature=147 11 52 52 15 403 0 52 47 0 0 0 0 43 157 15 1 16 4 159 52 0 15 52 12 15
split_gain=0.000311789 0.000371804 0.000349188 0.000573714 0.000394029 0.000344772 0.000420301 0.000513872 0.000451425 0.000403203 0.000746816 0.000787675 0.000582846 0.000653006 0.000443471 0.000541912 0.000472087 0.000397489 0.000394311 0.000387546 0.000395934 0.0002603 0.000236402 0.000209798 0.000382439 6.62604e-05
threshold=0.089025000000000007 0.088215000000000002 0.19022000000000003 0.13389000000000004 -0.03241999999999999 0.10301500000000001 0.18019500000000002 0.10160000000000001 0.13148500000000005 -0.076899999999999982 -0.10011499999999998 -0.084044999999999995 -0.10224499999999999 -0.072534999999999988 -0.081749999999999975 -0.095869999999999983 0.077565000000000009 -0.096824999999999981 0.0061450000000000003 0.092630000000000018 -0.26636999999999994 -0.082009999999999986 -0.089549999999999991 -0.07278999999999998 0.091475000000000015 -0.12563999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 5 -4 6 7 8 9 10 12 -12 13 22 -15 17 -17 25 -18 20 -11 -13 -1 -22 -25 -16
right_child=-2 -3 4 -5 -6 -7 -8 -9 -10 19 11 21 -14 14 15 16 18 -19 -20 -21 23 -23 -24 24 -26 -27
leaf_value=0.0030375995337788603 0.001599341616224314 -0.0018869603249124683 -9.6691442832540128e-05 0.0023567372669678925 -0.0030606892984934198 -0.0019518089318809894 0.0022213980831511187 -0.0024243236390479759 -0.0018564893181500848 -0.00058821252168524552 -0.0036166020251113531 0.0010490453827340066 0.0027906761976170479 0.0015597790486671101 1.9358731134906802e-05 -0.0020771628753637672 -0.00049772674880228893 -0.0031063049676592486 0.0019173417738007246 -0.00079911454834499904 0.0032608834519139221 -0.0014890678910128598 0.00059909304332231522 0.0025349176324926644 -0.00023439078112102304 -0.0013228292278579055
leaf_weight=0.0012410338534820653 0.0016343331454713441 0.0016187267166456456 0.001551646645567395 0.0015465654323780767 0.0011221528115412651 0.0012878388628985151 0.001253307025363525 0.0012475769537927386 0.001641737072191062 0.0010945924162690801 0.0016008854005249342 0.0012397560301526944 0.0012621698304044948 0.0015328776414094145 0.0010860520268627383 0.0010711008747534808 0.0018613030783578566 0.0017081685021018726 0.0020767900328451105 0.0013874584296802439 0.001294883968906646 0.0011136819133550453 0.0010791698390519864 0.0018102437535123589 0.0012066709929887676 0.0010506777649936794
leaf_count=67 124 109 163 52 179 190 20 167 32 163 613 158 26 22 56 24 66 34 38 123 94 274 41 99 153 34
internal_value=0 -0.00010233 -1.82756e-05 9.32808e-05 -0.00134064 -2.28326e-05 6.3245e-05 -3.47318e-05 7.8367e-05 0.00020688 -9.27432e-05 -0.00155464 0.000321078 7.57798e-05 -0.000332468 -0.000660067 0.000165824 -0.00173605 0.000775882 0.000997352 0.00145838 -0.000152028 0.0019034 0.00197793 0.00142728 -0.000640625
internal_weight=0 0.0359871 0.0343683 0.0316945 0.0026738 0.030148 0.0288601 0.0276068 0.0263593 0.0247175 0.0179237 0.00395432 0.0139693 0.0127072 0.010387 0.00885409 0.00500919 0.0038449 0.00393809 0.00679385 0.00540639 0.00235344 0.0023202 0.0043118 0.00301691 0.00213673
internal_count=3121 2997 2888 2546 342 2494 2304 2284 2117 2085 1453 1045 408 382 274 252 128 124 104 632 509 432 108 346 252 90
is_linear=0
shrinkage=0.00381041


Tree=862
num_leaves=31
num_cat=0
split_feature=39 42 9 156 15 42 50 1210 1429 156 1213 42 1374 15 42 33 3 42 16 4 52 15 3 151 2 52 4 43 49 43
split_gain=0.00202721 0.00165088 0.00146614 0.00112298 0.00150595 0.00112523 0.00110669 0.00101175 0.00111345 0.00132797 0.00134565 0.00113087 0.00117927 0.00116084 0.00113683 0.00131626 0.00120602 0.00118393 0.0014603 0.00126061 0.00111437 0.00104543 0.0010042 0.00145794 0.00138028 0.00127501 0.00123262 0.000975847 0.000937473 0.00174951
threshold=0.16946000000000003 -0.11466499999999999 -0.036024999999999995 -1.0000000180025095e-35 -0.24436499999999997 -0.106335 0.11875500000000001 -0.08107499999999998 0.084690000000000015 0.083840000000000012 -1.0000000180025095e-35 -0.0060199999999999993 0.10637000000000001 0.088345000000000021 0.092145000000000019 -0.0066799999999999993 -0.15447499999999995 0.091295000000000015 -0.36241499999999999 -0.51843499999999987 0.008405000000000001 -0.037864999999999989 -0.078934999999999991 0.056735000000000001 0.083995000000000014 0.086635000000000004 -0.012889999999999999 -0.074974999999999986 -0.016249999999999997 -0.50216499999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 6 -6 -5 -7 9 10 -9 13 14 -12 15 -13 -17 18 20 -20 21 -18 24 27 -21 26 -26 -24 -16 -30
right_child=-2 2 3 4 5 7 -8 8 -10 -11 11 12 -14 -15 28 16 17 -19 19 22 -22 -23 23 -25 25 -27 -28 -29 29 -31
leaf_value=-0.00096631534809636513 0.0014577635103103729 0.0014573448603489348 -0.0014569688429902094 0.00099968464174152866 0.0011200946594587167 -0.001457104341914038 -0.00057485238442443894 -0.0013069069454973649 0.00072904953893060951 -0.00082183382346293012 -0.0009797194307096589 -0.0013598892140323244 -0.00140360583805963 0.0004062875377909625 0.00045484237979449707 0.0011729721358984834 -0.00082471076247271548 0.0011805953594728454 -0.0013374401676905432 -0.0014570993436866424 -0.0013999671589138532 0.0007092760540999371 0.0013414827324317851 -0.00041810604288718177 0.0010163519794974818 -0.0010233195952857458 -0.00075027830178666754 0.00045064930345831687 0.001126613162461626 -0.00077983718985913755
leaf_weight=0.0038719420399022644 0.0019711851605279654 0.0014530090907811646 0.0011367271821969274 0.0049324529200589487 0.0016915522327849422 0.0011179437719199816 0.0011727764416491482 0.0017457915816088123 0.0036036225434372673 0.0050385923145919156 0.0045871382949833608 0.001126386387142019 0.0011516767594343938 0.0017804516585879782 0.0026057237790553254 0.0027270647557742075 0.0019457671929785647 0.0023227337155695684 0.0010481795102066224 0.0014514175010731231 0.002126238008315795 0.0018297346982762827 0.0031005976800884119 0.0035916552165815565 0.0031070112798765436 0.0014976105148782892 0.00114802872723631 0.01649596908035994 0.0011717640481947464 0.0079774152608118598
leaf_count=169 23 88 156 181 19 133 13 350 113 296 294 22 19 113 38 43 38 27 13 92 41 32 83 33 77 55 97 146 6 311
internal_value=0 -3.60389e-05 6.49492e-06 -1.8833e-05 1.08001e-06 -5.48501e-05 0.000697226 -8.16e-05 -6.05871e-05 -0.000101485 -4.52465e-05 -1.01691e-05 5.55107e-05 -0.000592176 8.59129e-05 0.000194503 0.000235804 0.000171372 0.000108597 0.000233419 -0.000556373 -8.12894e-05 0.000287595 0.000435204 -0.000187522 0.000132798 0.000539707 0.000591598 -0.000316104 -0.000535672
internal_weight=0 0.088557 0.084685 0.083232 0.0820953 0.0759901 0.00610523 0.0742985 0.0731806 0.0695769 0.0645384 0.0627926 0.056425 0.00636759 0.0552733 0.0435184 0.042392 0.0396649 0.0373422 0.0314405 0.00590174 0.0037755 0.0303923 0.0231882 0.00720407 0.00575265 0.00425504 0.0195966 0.0117549 0.00914918
internal_count=3121 3098 2929 2841 2685 2491 194 2472 2339 2226 1930 1580 1173 407 1154 799 777 734 707 596 111 70 583 262 321 229 174 229 355 317
is_linear=0
shrinkage=0.00145689


Tree=863
num_leaves=31
num_cat=0
split_feature=39 42 9 42 401 10 33 9 2 123 1447 160 48 51 457 0 3 131 44 4 14 4 52 0 16 13 12 49 15 42
split_gain=0.00184784 0.00139808 0.00109042 0.0009489 0.000862838 0.000820734 0.000971922 0.00111379 0.000947606 0.00123685 0.00149383 0.00118161 0.00114479 0.00129346 0.00125318 0.00113623 0.00153872 0.00120466 0.00109065 0.00106266 0.000988281 0.000985963 0.00149866 0.00113431 0.00167501 0.00121122 0.00134704 0.00154809 0.000964205 0.000920613
threshold=0.16946000000000003 -0.11466499999999999 -0.036024999999999995 -0.106335 0.10076500000000001 0.058500000000000003 -0.0066799999999999993 0.088235000000000022 0.088475000000000012 0.087590000000000015 -1.0000000180025095e-35 0.083670000000000008 0.12649500000000002 0.13705500000000001 0.088350000000000026 -0.13455999999999999 -0.074084999999999998 0.10033500000000002 0.081805000000000017 -0.031404999999999995 0.086645000000000014 -0.49405499999999997 0.10473500000000001 0.15398500000000004 0.22339500000000004 -0.091904999999999987 0.090020000000000017 -0.015259999999999998 -0.091604999999999978 0.083995000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 5 6 -5 8 11 10 -10 15 14 -14 18 19 17 29 20 -8 21 22 -12 24 25 -23 27 28 -27 -17
right_child=-2 2 3 4 -6 -7 7 -9 9 -11 12 -13 13 -15 -16 16 -18 -19 -20 -21 -22 23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=-0.00080315206969062058 0.0012441185398618757 0.0012436783310839682 0.00097637839762292663 -0.0011581440712334513 -0.0011562944845372343 0.00097359465195401371 -0.0006524264544617033 0.0010374997114600741 -0.0012435648222843261 0.0010132635310311589 -0.0011812366789991299 -0.0011827932219830738 -0.0012436977390608986 0.00011226230247516663 0.00068927238328415463 -0.0011251671513894097 -0.0010684522628243969 0.00085344833982244788 -0.0012251375639018578 0.00081501629844957691 -0.0010709976591429192 0.00073987978602218498 0.0003938222841794772 0.0011356345059582655 -0.00085457601731084689 0.00045010302397891389 -0.00057199878966625913 0.00060012555216813301 -0.00075162043849066364 -9.4191795775919112e-05
leaf_weight=0.0034686256045652888 0.0017960164980621576 0.0010823317706254434 0.0014655546303856673 0.0011730577717230508 0.0010444608636492872 0.0012678816582649679 0.0010389326238851027 0.0015151862819493536 0.0014121228154664314 0.0020051571266037618 0.0020811348169367102 0.0019651308453365593 0.0021153783544178842 0.0022389373307305505 0.0052682941299053701 0.0016438381747327924 0.0033440318523920735 0.0017139912424610779 0.001028113952770581 0.0028727556967851316 0.0011183443499405135 0.0056039051158407382 0.0016945616137320485 0.001881024169989586 0.0023919832037684321 0.0016198683631500899 0.0038590783432375089 0.0079038808284402004 0.0028460638553156068 0.0072251838471846241
leaf_count=169 23 88 20 19 153 48 26 22 101 104 87 100 33 19 92 313 132 85 15 42 21 137 8 17 157 23 315 213 45 494
internal_value=0 -3.19748e-05 4.9614e-06 -1.38323e-05 -3.46017e-05 -1.75801e-05 -3.61812e-05 -1.63561e-05 -4.09707e-05 5.8651e-05 1.42007e-05 -0.000267681 5.6844e-05 -0.000546479 0.000127282 -0.000166871 -0.000333185 -0.000100854 3.48395e-05 0.000425268 7.66268e-05 0.000119578 -0.000474338 0.000205476 0.000133251 0.000241476 6.93751e-05 0.000269468 -0.000315735 -0.000285279
internal_weight=0 0.0758888 0.0724202 0.0713379 0.0698723 0.0688278 0.06756 0.0663869 0.0648717 0.0450678 0.0430627 0.0198039 0.0416506 0.00435432 0.0372963 0.0178387 0.013927 0.010583 0.032028 0.00391169 0.0309998 0.0298815 0.0037757 0.0261058 0.0242248 0.0218328 0.0162289 0.0123698 0.00446593 0.00886902
internal_count=3121 3098 2929 2841 2821 2668 2620 2601 2579 1387 1283 1192 1182 52 1130 1092 1024 892 1038 68 1023 1002 95 907 890 733 596 281 68 807
is_linear=0
shrinkage=0.00124344


Tree=864
num_leaves=28
num_cat=0
split_feature=150 453 4 14 11 52 2 48 0 150 158 147 0 1 47 15 16 0 4 15 13 42 13 13 0 0 3
split_gain=0.000299069 0.000436919 0.000579402 0.000533291 0.000444306 0.000427561 0.000592997 0.000491239 0.000570111 0.000489282 0.000468169 0.000363277 0.000373605 0.000497291 0.000492723 0.000412825 0.000373725 0.000304178 0.000386794 0.000627262 0.000296626 0.000228782 0.000206019 0.000356225 0.000230422 0.000176972 0.000134802
threshold=-0.22665999999999997 1.0000000180025095e-35 0.27287000000000006 -0.46885499999999997 0.081790000000000015 0.19022000000000003 0.086675000000000016 0.088965000000000002 -0.18113999999999997 0.087170000000000011 0.07968500000000002 0.085050000000000014 -0.10607499999999999 0.077565000000000009 0.096300000000000011 -0.016799999999999995 -0.056919999999999991 -0.084269999999999984 -0.49405499999999997 0.090615000000000015 -0.0057949999999999989 0.086035000000000014 0.016935000000000002 -0.010094999999999998 -0.014954999999999998 -0.14794999999999997 -0.047929999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 -4 5 7 -7 9 -9 10 11 12 13 -2 25 16 -14 -17 -19 22 26 -5 23 24 -20 -15 -10
right_child=1 -3 3 21 -6 6 -8 8 20 -11 -12 -13 15 14 -16 17 -18 18 19 -21 -22 -23 -24 -25 -26 -27 -28
leaf_value=0.0018175892923067462 -0.00092701070041717069 -0.0024402213588866121 -0.0009594076017588473 0.0028218087150179397 -0.0025498915813778884 0.0004015100188667447 -0.0032874950312159934 -0.00050740969055515419 0.001648493084183428 -0.002149091230485017 -0.0024852149671573472 -0.0019627418664369504 0.00024048044351896976 0.0016361224388718502 -0.00025868835048884511 -0.001181656858386309 -0.0023033353130459443 -0.0008726500963050671 0.0027425468215135371 -0.0012997980950528046 0.00056246490516960045 0.00081028311138776497 0.0030436436863276023 -0.00065407402554038051 0.00060527486156465907 0.0036627571528444133 0.003404648358453161
leaf_weight=0.0011463705561567386 0.001228990071709281 0.0010244539375401365 0.0010852353253678615 0.0018943290631430179 0.0010317928183622973 0.0010750840924698126 0.0012808431563593459 0.0023756426971885958 0.0010934160695978967 0.0016679977823486061 0.0010322518814779294 0.0011325297927164959 0.0012973766965943545 0.001063375827236257 0.0010762823660570575 0.0016885058631139682 0.0019228359409654205 0.001997931582870642 0.0016572568376016505 0.0012777866286315387 0.0016415671557727931 0.0012648159557970828 0.0010239965935117112 0.001024358467922629 0.0011434824798897091 0.0012661008056795708 0.0012641056412938667
leaf_count=30 36 66 44 170 127 126 202 27 108 142 239 59 102 33 17 320 259 63 132 260 86 111 59 155 21 30 97
internal_value=0 -8.21916e-05 -1.4159e-05 0.00125557 -0.000186539 -0.000105879 -0.00160409 2.0742e-05 0.000913642 -0.000243989 -8.37664e-05 4.80843e-05 0.000176977 0.00107007 0.00179073 -0.000140609 -0.00127847 0.000232776 0.000526725 0.000983051 0.00175781 0.00201646 0.00158461 0.00119401 0.00186994 0.00273762 0.00259015
internal_weight=0 0.0365323 0.0355079 0.00424438 0.0312635 0.0302317 0.00235593 0.0278758 0.00637473 0.0215011 0.0198331 0.0188008 0.0176683 0.00463475 0.00340576 0.0130335 0.00322021 0.00981332 0.00812481 0.00612688 0.00399909 0.00315915 0.00484909 0.0038251 0.00280074 0.00232948 0.00235752
internal_count=3121 3091 3025 325 2700 2573 328 2245 318 1927 1785 1546 1487 116 80 1371 361 1010 690 627 291 281 367 308 153 63 205
is_linear=0
shrinkage=0.00366245


Tree=865
num_leaves=31
num_cat=0
split_feature=39 42 123 151 4 15 41 43 4 0 160 151 132 2 13 16 16 50 1 13 13 160 33 9 156 49 457 12 131 16
split_gain=0.00134583 0.00130442 0.00102129 0.00101226 0.00108064 0.00122505 0.00125022 0.00115256 0.00147283 0.00102893 0.00110234 0.00224415 0.00102028 0.000996435 0.000866931 0.000796243 0.0011816 0.000872311 0.000964741 0.000752094 0.00109175 0.000853761 0.000949651 0.00125893 0.00101873 0.000889043 0.00101316 0.0012102 0.00230576 0.000916746
threshold=0.16946000000000003 -0.11466499999999999 1.0000000180025095e-35 -0.5145249999999999 0.27287000000000006 -0.13578499999999996 0.078475000000000017 -0.17390999999999998 -0.49405499999999997 0.15398500000000004 -0.091944999999999985 -0.029339999999999995 0.097550000000000012 0.093680000000000013 0.19762500000000002 -0.54165499999999989 -0.51370499999999997 0.11875500000000001 0.111945 -0.094514999999999988 -0.086589999999999986 -0.080934999999999993 -0.0066799999999999993 0.091600000000000015 0.087205000000000019 -0.42399999999999993 -0.0029299999999999994 0.090545000000000014 0.097570000000000004 0.0057500000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 5 -5 7 14 -9 10 11 -10 19 -4 -7 -6 -17 18 -18 -12 -21 -22 -23 24 25 -24 -27 29 -29 -28
right_child=-2 2 13 4 15 6 -8 8 9 -11 12 -13 -14 -15 -16 16 17 -19 -20 20 21 22 23 -25 -26 26 27 28 -30 -31
leaf_value=-0.00077085653880091176 0.0012194834118187149 -0.0012191727367235473 -0.00026416170620864073 -0.00083178200227076028 0.0012191997470861267 0.00091377588662616867 -0.0011450631782052975 -0.00092962903342027974 0.00074037187204126556 0.0010393811168323893 0.00036461786490748718 -0.0011838662177915884 -0.0011159347227626202 0.00082573687453972805 -4.4750966245220611e-05 -0.00070231760171819311 -4.8801439674808676e-05 -0.000379502551559016 0.0012192257871563275 -0.00096695332569333601 0.00066947800551813775 -0.0012193375327790446 0.00091719624673860416 0.0012198743222793002 -0.0010278145732003261 -0.00087606712859819461 0.00029446861420883385 -0.0011384683806409193 0.0010081310186868375 -0.00070188506350732057
leaf_weight=0.0036097606704008625 0.0012504225714735631 0.0011052504879955896 0.001838546843444532 0.0032236071857560935 0.0013701892916344605 0.0031816170208287522 0.0015296582797148508 0.0029098512206537841 0.0012544512983438949 0.0012876851154430815 0.008055987341514026 0.0031941388634519887 0.0011819125075795958 0.0038718797811938543 0.0025073299459208442 0.0016369665380580045 0.0013761559334852791 0.0013013187190153985 0.0025327566623332132 0.0018320591396232535 0.0026017111967373543 0.0010147557622985906 0.001437290627791298 0.0011666850987239732 0.0015646185287221384 0.0021020690800366273 0.012499474940531392 0.0028788475867611565 0.0010026320666725042 0.0015416413607569632
leaf_count=169 23 45 107 144 47 39 69 129 33 16 145 285 98 147 48 26 25 15 114 208 93 10 8 3 128 72 385 399 36 55
internal_value=0 -5.5512e-05 -2.01397e-05 -6.21438e-05 -4.28222e-05 -0.000101471 -5.84666e-05 -2.72324e-05 -8.9304e-05 -3.4498e-05 -6.6413e-05 -0.000641253 -6.40087e-07 0.00047483 0.000491318 0.000370903 0.000201151 0.000485005 0.000772809 3.4327e-05 -5.54388e-05 4.61024e-06 -6.40105e-05 -1.55518e-05 -7.8147e-05 -8.9144e-06 -7.53869e-05 1.85216e-05 -0.000583976 0.000185074
internal_weight=0 0.0766108 0.0730011 0.0672907 0.0661854 0.057968 0.0547444 0.0532148 0.0475258 0.044616 0.0433283 0.00444859 0.0388797 0.00571043 0.00568895 0.00821739 0.0068472 0.00521023 0.00390891 0.0376978 0.0296418 0.0278097 0.025208 0.0241933 0.0230266 0.021462 0.0200247 0.0179226 0.00388148 0.0140411
internal_count=3121 3098 2929 2675 2630 2403 2259 2190 2103 1974 1958 318 1640 254 87 227 180 154 139 1542 1397 1189 1096 1086 1083 955 947 875 435 440
is_linear=0
shrinkage=0.00121906


Tree=866
num_leaves=27
num_cat=0
split_feature=1213 475 157 0 160 151 457 1 49 42 43 133 50 4 49 4 1 4 12 16 12 483 4 13 2 47
split_gain=0.000316493 0.000298319 0.000440763 0.00034933 0.000770368 0.000529394 0.000639407 0.000520075 0.000576537 0.000674339 0.000512385 0.000556529 0.000454762 0.000469526 0.000381401 0.000383899 0.000345369 0.000343964 0.000339281 0.000538797 0.000350635 0.000332677 0.000306222 0.000242194 0.000108032 4.72532e-05
threshold=-1.0000000180025095e-35 -0.08459499999999999 -0.075754999999999989 -0.062294999999999996 -1.0000000180025095e-35 0.086470000000000005 -0.0029299999999999994 0.077565000000000009 -0.047584999999999995 0.090835000000000013 -0.084794999999999995 0.083950000000000011 0.088280000000000011 0.24564500000000003 0.0093850000000000027 -0.51843499999999987 0.092695000000000013 -0.0019149999999999998 0.10345000000000001 0.22339500000000004 -1.0000000180025095e-35 0.083095000000000016 -0.10429499999999998 -0.00051499999999999994 0.10060500000000001 0.09055500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 17 4 21 6 -6 10 23 12 -8 -12 13 16 15 -5 -10 -3 19 22 -21 -4 24 -9 -17 -18
right_child=1 2 3 14 5 -7 7 8 9 -11 11 -13 -14 -15 -16 18 25 -19 -20 20 -22 -23 -24 -25 -26 -27
leaf_value=-0.001812976443318987 -0.0016268269206784808 0.00038915784427936062 -0.0029308708051027843 -0.0013395366560998735 -0.0025300522948590465 0.0021363935838637545 -0.0031896146798368369 0.0032041616509397978 0.00039874789288480708 -0.0026446673151109858 -0.0017603624439858105 0.001044414813465201 0.0020630855469036123 0.0013593549827764387 0.0024310990087722875 -0.00050323117204587292 -0.0012515496128713099 0.002942660619158116 0.0021066671087471042 0.00032563255842891445 -0.0026110314094210108 -0.00057897704019215738 0.0027112667476518592 0.0010675961685357488 0.001105335480797691 -0.0023049197716611849
leaf_weight=0.001230855739206004 0.0013349789708001483 0.0016023980365527102 0.001783571873990141 0.0015394532060977193 0.0013559856007603335 0.0013953271567679329 0.0010439300628792818 0.0010203031509341542 0.0016809116550753345 0.001112367584308771 0.0017970854580164871 0.0018520632302985174 0.0015781844169753256 0.0018817010478002771 0.0012180725829189507 0.0010066629431069183 0.0011299386385363874 0.0011816533676276544 0.0015764172883301342 0.0010058028441548572 0.0010947241014669373 0.0013717898008478446 0.0010617984394301078 0.002075414616058425 0.0011569290685784495 0.0010680045164974672
leaf_count=491 218 212 298 34 69 57 136 74 62 108 278 150 97 85 84 25 37 75 69 14 53 208 107 39 17 24
internal_value=0 3.86992e-05 0.000102978 -1.69376e-05 -0.000265459 7.51127e-06 -0.000161306 3.64777e-05 0.000446125 -3.94732e-05 -0.000971416 -0.000336846 0.000355408 -0.000112433 0.000552832 0.000281815 -0.000826424 0.00147296 0.000643431 0.000210329 -0.00120486 -0.00190839 0.00113197 0.00177178 0.000356911 -0.00176339
internal_weight=0 0.0359255 0.0345905 0.0318064 0.0221466 0.0189912 0.0175959 0.0162399 0.0115468 0.00845111 0.00469308 0.00364915 0.00733874 0.00576056 0.00965986 0.00844179 0.00387885 0.00278405 0.00690233 0.00532592 0.00210053 0.00315536 0.00322539 0.00309572 0.00216359 0.00219794
internal_count=3121 2630 2412 2125 1722 1216 1159 1090 526 413 564 428 305 208 403 319 123 287 285 216 67 506 149 113 42 61
is_linear=0
shrinkage=0.00359063


Tree=867
num_leaves=26
num_cat=0
split_feature=147 11 1374 457 15 15 484 4 474 16 43 2 484 403 43 52 13 12 2 3 0 1 16 12 2
split_gain=0.000277612 0.000339666 0.00030016 0.000318712 0.000513593 0.000647765 0.000351966 0.000435968 0.00041084 0.000480237 0.000575297 0.000452882 0.000446367 0.000596352 0.000533769 0.000694613 0.000636677 0.000364404 0.000284063 0.000275093 0.000251297 0.000252019 0.00022328 0.000180292 6.59551e-05
threshold=0.089025000000000007 0.088215000000000002 -0.094929999999999987 0.080930000000000016 -0.090344999999999995 -0.0063699999999999989 -1.0000000180025095e-35 0.27287000000000006 0.087745000000000017 -0.36241499999999999 0.07827000000000002 0.10981000000000002 0.085595000000000018 -1.0000000180025095e-35 -0.074359999999999996 -1.0000000180025095e-35 0.05868000000000001 0.091475000000000015 0.13501500000000002 0.11296500000000002 -0.084269999999999984 0.092695000000000013 0.24134000000000003 0.09202500000000001 0.088930000000000023
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 6 -5 -6 -4 8 9 10 -8 12 13 -11 16 -16 23 20 -13 -9 21 -17 -18 24 -15
right_child=-2 -3 3 4 5 -7 7 19 -10 11 -12 18 -14 14 15 17 22 -19 -20 -21 -22 -23 -24 -25 -26
leaf_value=-0.0015441473593661107 0.0013784907599296841 -0.0016574081460461428 -0.0015980050188077767 0.0025889529118992669 -0.001747907143002704 0.0020061603807251761 -0.0028361214298034047 0.0026927339474813487 -0.0021490386394617464 -0.0027065724383530088 0.00026388985612224824 0.0022953847622838252 0.0017699019788398164 0.0016425956333600143 -0.0025426677051519171 0.00066918775733052567 -0.0012333522857049014 -0.0015089481912644088 6.1511133374310634e-05 0.00041760244833373737 0.0013702100082337244 -0.0015435476154993788 0.00075855111307069191 0.0025971707151026193 0.00039322347591436727
leaf_weight=0.0014543368306547668 0.0016141758952663557 0.0015638344147692598 0.0016800936360803478 0.001476606405313774 0.0012036369035115513 0.0010042274452359825 0.0014738472748096953 0.0010913332336768269 0.0011277669553741978 0.0010644272179773937 0.0013812689516612409 0.0017790445889318543 0.0014802158767430731 0.0010074967566913139 0.0017607683551321661 0.0014126564825267451 0.0018087801422135286 0.001561805763080848 0.0010955344705463332 0.0015072729821232755 0.0019177844212805656 0.0010831548297574045 0.0010648967252109287 0.0015064373455211388 0.0010056084712530833
leaf_count=51 124 109 471 64 70 26 70 155 124 575 24 160 144 113 109 117 59 149 65 84 109 12 10 59 68
internal_value=0 -8.58437e-05 -1.12537e-05 5.95311e-05 0.00101335 -4.04029e-05 -6.68369e-05 3.1613e-05 -0.000116527 -1.42139e-05 -0.00133638 0.000178891 -3.92177e-05 -0.000215466 -2.78006e-05 -0.000637594 0.000710085 -7.62267e-05 0.00144403 0.00137309 0.00043076 -0.000291115 -0.000495214 0.0016942 0.0010185
internal_weight=0 0.0345128 0.032949 0.0314947 0.00368447 0.00220786 0.0278102 0.0261301 0.0235315 0.0224037 0.00285512 0.0195486 0.016674 0.0151938 0.0141294 0.00773617 0.00639322 0.0059754 0.00287458 0.00259861 0.0044136 0.00249581 0.00287368 0.00351954 0.00201311
internal_count=3121 2997 2888 2837 160 96 2677 2206 1967 1843 94 1749 1524 1380 805 496 309 387 225 239 238 129 69 240 181
is_linear=0
shrinkage=0.00345121


Tree=868
num_leaves=27
num_cat=0
split_feature=1213 44 124 50 15 15 15 158 15 0 156 0 49 52 47 0 16 1 52 13 3 130 43 42 0 1
split_gain=0.000251158 0.000247101 0.000366202 0.000287538 0.000446825 0.000512982 0.000452715 0.000387106 0.000281136 0.000636917 0.000322413 0.000311723 0.000412695 0.00057769 0.000339035 0.000378725 0.000374611 0.000326894 0.000304181 0.000532452 0.00048567 0.000271658 0.000314601 0.000414473 0.00026863 0.000219839
threshold=-1.0000000180025095e-35 1.0000000180025095e-35 -0.043384999999999993 0.10647500000000001 -0.23909999999999995 -0.11713499999999999 -0.10653 1.0000000180025095e-35 -0.095869999999999983 -0.10224499999999999 0.091255000000000017 -0.10011499999999998 -0.069799999999999987 -0.080114999999999978 0.085270000000000026 -0.084804999999999978 0.51524500000000006 0.088975000000000012 0.11434500000000002 -0.091054999999999983 -0.081164999999999987 -1.0000000180025095e-35 -0.17390999999999998 0.084050000000000014 -0.14723999999999998 0.098700000000000024
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 25 4 -4 -6 -7 8 9 -8 11 12 24 -14 15 -13 -16 -15 19 -17 21 -21 -23 -24 -10 -2
right_child=1 -3 3 -5 5 6 7 -9 10 -11 -12 14 13 17 16 18 -18 -19 -20 20 -22 22 23 -25 -26 -27
leaf_value=-0.0019333092913609237 0.00044705409774814438 -0.001828890398144753 0.0020723725844973666 -0.0019829023460021691 -0.0021966959434225205 0.0026721570890752937 -0.0028644123193053046 -0.0025720053036498887 -0.0013739696166591351 0.00140857588341698 -0.0020798900127542959 -0.0024469789799528648 -0.00069666743079213806 0.0013297611286704361 0.0032194200395910541 0.0024088773617498786 -0.00030593958462964474 0.004025897374748076 -0.0019357042714256076 -0.0014632421884533575 -0.0022630606104729191 0.0027225394123505621 0.0017795776361579883 -0.0017735695880548171 0.0012650430028608439 0.0030158232329096256
leaf_weight=0.0011774690994905681 0.0012008166601056294 0.0012038970863272871 0.0018524035108624616 0.0012560751054292432 0.0018581669545669711 0.001150098214331755 0.0016042774320510489 0.0010152272471122261 0.0015373665324887043 0.001003644118648942 0.0010039160513355396 0.0013253355131339533 0.0011390567981592881 0.0014683694192605288 0.0010901889511583116 0.0016323309334467222 0.0010447050949835557 0.0017379663015226754 0.0012873397649464388 0.0010540059402031083 0.0016304006113448347 0.0011981299347922914 0.0012071526333090523 0.001120294596717919 0.0012279702377870905 0.0011585681368453393
leaf_count=491 71 60 151 267 152 23 32 178 34 34 185 304 21 45 63 36 12 65 136 65 190 28 157 111 37 173
internal_value=0 4.3034e-05 0.000111734 -1.20082e-05 7.28062e-05 -6.26932e-05 9.29457e-05 -2.89873e-05 8.17579e-05 -0.00121998 0.000245723 0.000364233 0.00106839 0.00187691 -3.34742e-05 -0.000345442 0.00149429 0.00279118 -4.0366e-05 0.000270759 -0.000291257 0.000410734 0.000970978 6.9304e-05 -0.000202095 0.00170844
internal_weight=0 0.0340077 0.0328038 0.0304444 0.0291883 0.0273359 0.0254778 0.0243277 0.0233125 0.00260792 0.0207045 0.0197006 0.00711073 0.00434539 0.0125899 0.010455 0.00213489 0.00320634 0.00912965 0.00784231 0.00620998 0.00457958 0.00352558 0.00232745 0.00276534 0.00235938
internal_count=3121 2630 2570 2326 2059 1908 1756 1733 1555 66 1489 1304 202 131 1102 1027 75 110 723 587 551 361 296 268 71 244
is_linear=0
shrinkage=0.004207


Tree=869
num_leaves=31
num_cat=0
split_feature=31 39 42 457 42 4 151 151 12 1456 11 3 13 454 160 403 131 12 49 2 3 133 1 51 1373 50 9 4 12 1
split_gain=0.00178667 0.00174888 0.00183331 0.0016544 0.00152899 0.00142456 0.00163078 0.00162066 0.00181082 0.0013646 0.00123512 0.00142222 0.00153312 0.00130216 0.00180958 0.00130696 0.00146803 0.00231618 0.00165914 0.00121015 0.00148889 0.00118722 0.00131268 0.00117521 0.0011481 0.00111052 0.00113433 0.00110103 0.00103519 0.000926029
threshold=-1.0000000180025095e-35 0.16946000000000003 -0.11051499999999999 0.088350000000000026 -0.106335 0.27287000000000006 -0.27559499999999998 -0.086769999999999986 0.088305000000000008 -1.0000000180025095e-35 0.081790000000000015 -0.11255999999999998 -0.094514999999999988 0.085470000000000004 -0.084454999999999988 -1.0000000180025095e-35 0.10033500000000002 0.092355000000000007 -0.0055299999999999993 0.10855000000000002 -0.15956499999999998 -0.11008499999999999 0.080000000000000016 0.080335000000000018 -1.0000000180025095e-35 0.10030500000000002 0.091600000000000015 -0.15289999999999995 0.086850000000000024 0.10538500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 -4 7 -7 8 -6 -9 11 19 23 14 -14 -16 17 18 -17 20 -11 -20 -23 28 -5 26 29 -22 -13 -24
right_child=1 -3 3 24 5 6 -8 9 -10 10 -12 12 13 -15 15 16 -18 -19 21 -21 27 22 25 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0010204162782600501 -0.00067580156463945505 0.0010205635529132943 0.00092673364510649048 -0.00050657102563588495 0.00063733712726900412 -0.00098294654530945401 0.00035880423855942759 -0.0010201952525571289 -0.00078237989523876955 -0.00080551431743964197 -0.0010202061593173489 -0.00045692915517275547 -0.00097295052211139555 0.00077524895987584816 -0.0010201101636961904 -0.00057043509684409058 0.00059433316603606798 -0.0010202070012476265 -0.0010201428236511151 0.00083899193526982825 0.00071792177145377743 0.00051516229752283601 -0.0009484097653360222 0.00090423142559935602 0.00049918047367205796 0.00073284402479240475 0.00051721811742743828 -0.0002141405297679046 0.00018968259550071562 -6.4483755497140555e-05
leaf_weight=0.001680079155846669 0.0047546075161495329 0.0015889564606936793 0.0015536163371052672 0.0013657296879330269 0.0047419599811746585 0.0010364547154040346 0.010401724018528569 0.0020508505761149811 0.0011643337989681868 0.001782562632229201 0.0017398604969827139 0.003951407067674495 0.0044622039740609401 0.0010689483370356348 0.0022559111307236526 0.0065931702665871219 0.0021614017054289994 0.0037498729508946829 0.0010010952354519995 0.0023999901177376159 0.0027597800492458191 0.0054328130513088338 0.0026787889305524004 0.0015775978536112243 0.0087308558711640671 0.0012579643272729868 0.0013365676459216047 0.0025255331888729346 0.0074023769426929675 0.0022852886986584053
leaf_count=86 178 21 10 19 127 14 248 256 36 25 101 68 284 11 558 142 42 249 81 14 27 120 80 45 124 18 8 33 72 24
internal_value=0 -4.06837e-05 -5.85803e-05 -2.57795e-05 -7.52518e-05 -9.5256e-05 0.000237223 -0.000152547 0.000357462 -0.000202357 -0.000173648 -0.000147664 -0.000220018 -0.000332906 -0.000368569 -0.000274774 -0.000211318 -0.000282873 -0.000148561 0.000213161 6.51885e-07 5.02237e-05 0.000132704 7.92725e-05 0.000363136 -0.000142191 -0.000316897 0.000272545 -3.53548e-05 -0.000541481
internal_weight=0 0.0958122 0.0942233 0.0894687 0.0793721 0.0778185 0.0114382 0.0663803 0.00590629 0.060474 0.0584231 0.0566833 0.0472154 0.034284 0.0332151 0.0287529 0.026497 0.0243356 0.0205857 0.00946787 0.00706788 0.0139925 0.0129914 0.0129314 0.0100966 0.00755861 0.00630065 0.00528531 0.0113538 0.00496408
internal_count=3121 3035 3014 2836 2693 2683 262 2421 163 2258 2002 1901 1802 1617 1606 1322 764 722 473 99 85 331 250 185 143 130 112 60 140 104
is_linear=0
shrinkage=0.00102006


Tree=870
num_leaves=26
num_cat=0
split_feature=128 2 0 11 2 123 52 1 52 43 47 52 3 130 457 13 52 1 3 13 2 43 49 16 1
split_gain=0.000269577 0.000289374 0.000459402 0.000300185 0.000255759 0.000481069 0.000468749 0.000451991 0.000415921 0.000413635 0.000379848 0.000463451 0.000332068 0.000528953 0.000530132 0.000403292 0.000476724 0.00043016 0.000425501 0.000396447 0.000389746 0.000235551 0.000222116 0.000239125 0.000130075
threshold=0.086435000000000012 -0.0091949999999999983 -0.078904999999999989 0.081790000000000015 0.088225000000000012 0.086730000000000015 0.19022000000000003 0.13075500000000004 0.13389000000000004 1.0000000180025095e-35 0.092530000000000015 -0.082554999999999976 -0.11255999999999998 -0.076894999999999977 0.088350000000000026 -0.08971999999999998 -0.016949999999999996 0.085110000000000005 0.095270000000000007 0.14871000000000004 0.096540000000000015 0.084740000000000024 -0.00064499999999999985 -0.079109999999999986 0.10920500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 7 6 8 9 12 10 11 -3 19 -14 15 16 -15 -17 -19 -6 -16 -18 -13 -24 -20
right_child=-2 3 -4 -5 5 -7 -8 -9 -10 -11 -12 22 13 14 20 17 21 18 24 -21 -22 -23 23 -25 -26
leaf_value=-0.00013855411700154408 -0.0016001433948046773 -0.002046144811853778 0.0031294517137825145 -0.0016798679134364862 0.00282075768547561 0.0026976469205378527 -0.0019116694356553531 0.0011648364675223197 0.0021991681087173403 -0.0029575472004719212 -0.0025777751583121174 -0.0010963554880024243 0.0023633044620864035 0.002410172470006845 0.0027946920935415453 -0.0027334604057563309 -0.0015180054806310237 0.00081113741864666212 -0.00064641965527671306 -2.1735015599134853e-05 -6.2768844136453899e-05 0.00069540628405370826 -0.00014428807683209969 0.0017746432966802594 -0.0022928623384851541
leaf_weight=0.0013224579845863005 0.0013882748262652447 0.0013289955323914091 0.0010235832558667104 0.0014395750384390551 0.0012460627837214073 0.0010381437288220488 0.0013881644745741264 0.0018733530830283849 0.0014203067625402346 0.0010663808094486527 0.0010108483999458073 0.0010109206466539797 0.0010753647978365413 0.001003043281670557 0.0011111979993074792 0.0018863776766348071 0.0014870227961809573 0.0016672476021568627 0.0011620776417444745 0.0013949585462924574 0.0015107809723886589 0.0011388174659145989 0.0016756529577293131 0.0018140848521641635 0.0014427317823333397
leaf_count=60 207 150 117 140 58 118 186 29 36 188 117 108 53 53 31 563 67 57 41 34 51 24 328 261 44
internal_value=0 4.68147e-05 0.00128728 -4.64843e-05 3.25469e-05 0.000270168 0.000137072 -0.000452702 0.000299159 -0.00083594 -0.000505198 -0.000145818 0.000131812 -0.000100779 -0.000314311 -0.000706119 0.000262378 -0.00127681 -0.000633608 0.00131938 0.00114823 -0.000558057 0.000415328 0.000853238 -0.00155834
internal_weight=0 0.0335382 0.00234604 0.0311921 0.0297525 0.0199723 0.0189342 0.00978024 0.017546 0.00790688 0.0068405 0.00582965 0.0161257 0.0134847 0.0124093 0.00978732 0.00362888 0.00615843 0.00427206 0.00264102 0.00262198 0.00262584 0.00450066 0.00348974 0.00260481
internal_count=3121 2914 177 2737 2597 1416 1298 1181 1112 1152 964 847 1076 984 931 849 144 705 142 92 82 91 697 589 85
is_linear=0
shrinkage=0.00366245


Tree=871
num_leaves=31
num_cat=0
split_feature=457 457 39 42 1456 123 133 151 4 11 132 156 13 13 1213 150 480 403 158 3 1213 131 12 52 43 12 14 150 49 49
split_gain=0.00215384 0.0025241 0.0022258 0.00217277 0.00214357 0.00217089 0.00187402 0.00180327 0.00217912 0.00208049 0.00180927 0.00170148 0.00173997 0.00270888 0.0021119 0.00195944 0.00176832 0.00179896 0.001839 0.00191189 0.00200496 0.00166671 0.00278906 0.0028087 0.00150564 0.00145953 0.00131733 0.00130613 0.00128322 0.00198145
threshold=0.5717850000000001 0.080930000000000016 0.16946000000000003 -0.11051499999999999 -1.0000000180025095e-35 1.0000000180025095e-35 -1.0000000180025095e-35 -0.5145249999999999 0.27287000000000006 0.081790000000000015 -1.0000000180025095e-35 0.091255000000000017 -0.53104499999999988 -0.17933499999999997 0.039620000000000009 0.095275000000000012 1.0000000180025095e-35 -0.092474999999999988 1.0000000180025095e-35 -0.10519499999999998 -1.0000000180025095e-35 0.10033500000000002 0.092255000000000018 -0.087284999999999988 -0.087324999999999986 0.088245000000000004 -0.46885499999999997 -1.0000000180025095e-35 -0.047584999999999995 -0.00064499999999999985
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -5 7 -7 -6 9 10 -9 12 -12 -14 15 16 17 -15 19 -19 -21 22 23 -22 -25 -26 -10 -28 -3 -30
right_child=-2 28 -4 4 5 6 -8 8 26 -11 11 -13 13 14 -16 -17 -18 18 -20 20 21 -23 -24 24 25 -27 27 -29 29 -31
leaf_value=-0.00088842751726820051 -0.0012519212677257331 0.00063978928727595724 0.0012690216036143347 -0.0012684784384205676 -0.0012685326955160974 -0.0007194213374356347 0.00094364600414988066 -0.0012685472869405059 -0.00038094071147086635 -0.0012685777720902781 -0.00096252908814872351 -0.00088970249538607919 0.00075019437038773788 -0.0012683841235633048 -0.0012684674723897553 -0.0010177395525914781 -0.0012684344849832993 0.00061537434911485662 -0.0010148469626371428 -0.0012683938918450727 -0.00089437814497211768 0.0010729453301704201 -0.0010139248042401604 -0.00055205959042900672 0.00020439986079504185 0.00092248257864527142 -0.00050833391014823285 0.00080410062979850521 -0.00061753227062060336 0.0010074756357403123
leaf_weight=0.0055440047270280948 0.002320912931509155 0.012714296024057603 0.0019021053457777262 0.0023592324848609172 0.0020659217555021306 0.0013435122322107418 0.0057751836427826211 0.0021130249360368216 0.0026586309055005595 0.0025833323675499278 0.0030962327437009654 0.0039372900511445144 0.0071101846103829294 0.00157881119731229 0.0023039545200944636 0.0030609073391616439 0.0016490359118890288 0.011295722280465256 0.0022515730631305067 0.0018456174044878529 0.003685939921766134 0.0025618683876018613 0.0037847695832482478 0.003030496319652797 0.016813670448534893 0.0062440985281000385 0.0014168126544973356 0.0087711463237098997 0.0037363421864142765 0.0017830843399337928
leaf_count=164 9 153 22 260 34 19 176 271 27 101 7 139 60 184 162 54 177 69 91 240 87 16 88 42 143 68 13 149 63 33
internal_value=0 -1.91723e-05 -9.11431e-05 -0.000114905 -7.34053e-05 -4.54838e-05 0.000629775 -9.66985e-05 -7.03249e-05 -0.000149154 -0.000111285 -7.83513e-05 -3.29183e-05 9.90281e-06 -7.76686e-05 -3.02045e-05 2.50141e-05 6.51881e-05 0.00010606 0.000157292 2.1004e-05 8.68866e-05 1.16116e-05 0.000141973 0.000288397 0.000398858 0.000414109 0.000621584 0.000418103 -9.25636e-05
internal_weight=0 0.129017 0.110783 0.108881 0.103337 0.100978 0.0071187 0.093859 0.0917931 0.0789465 0.0763632 0.0742502 0.0703129 0.0672166 0.0601065 0.0578025 0.0547416 0.0530926 0.0515138 0.0492622 0.0379665 0.0361208 0.033559 0.0297742 0.0260883 0.0230578 0.0128466 0.010188 0.0182337 0.00551943
internal_count=3121 3112 2863 2841 2677 2417 195 2222 2188 1999 1898 1627 1488 1481 1421 1259 1205 1028 844 753 684 444 428 340 253 211 189 162 249 96
is_linear=0
shrinkage=0.00126831


Tree=872
num_leaves=28
num_cat=0
split_feature=1 159 41 42 15 15 16 3 16 159 43 4 0 2 52 3 1186 133 52 52 48 0 42 4 1 12 47
split_gain=0.000257955 0.000302335 0.000265026 0.000290657 0.000279314 0.000626226 0.000662698 0.000427891 0.000322201 0.000261374 0.000248161 0.000501561 0.000615362 0.000419505 0.000460699 0.000724136 0.000285717 0.000377149 0.000392588 0.000460793 0.000249188 0.00017592 0.000251322 0.00024552 0.000495484 9.69862e-05 8.87102e-05
threshold=0.104035 0.076905000000000015 0.081235000000000016 0.097640000000000018 0.035560000000000008 -0.016799999999999995 -0.071854999999999988 0.11296500000000002 -0.27167499999999994 -0.032739999999999991 -0.51144999999999985 -0.49405499999999997 0.041630000000000007 0.11067500000000001 -0.11183499999999999 0.090900000000000009 0.083980000000000013 -0.0061299999999999992 -0.0027449999999999996 -0.080979999999999983 0.085325000000000012 -0.13843999999999998 0.088465000000000002 -0.082109999999999975 0.092390000000000014 0.092550000000000007 0.096475000000000019
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=9 2 3 4 5 6 8 -8 26 -1 -11 -12 13 14 -13 16 17 -16 19 -19 -17 -20 23 -23 -25 -14 -2
right_child=1 -3 -4 -5 -6 -7 7 -9 -10 10 11 12 25 -15 15 20 -18 18 21 -21 -22 22 -24 24 -26 -27 -28
leaf_value=-0.0024861246832378462 0.00081251959883051896 0.0020601933469965627 -0.0019596655933634441 0.0022477218411139799 -0.001838816133483836 0.0030145530044553138 -7.1850386238101721e-05 -0.0037511043093799478 0.0026094281137593956 0.0016767196274285029 -0.0027501131375823567 -0.0030526857290004705 0.0028285437974510286 -0.002726977736458996 -0.0024714818246822715 0.0039094307292478619 0.001784109921779204 -1.2270822115408484e-05 0.0020494453499564818 -0.0034730356472865332 0.00092974651263196938 0.0012019230410705085 0.0017620370391940867 -0.0035906315505012114 0.00049216044242656007 0.0010340770449489532 -0.0010265319660035215
leaf_weight=0.0010084550257469784 0.0010052171780055045 0.001945558821756955 0.0010004911361676258 0.0014059011075602265 0.0012201225760719581 0.0014357531586650625 0.0011777864038649 0.0012464059007086803 0.0014332115594886119 0.0012620672261389734 0.0015092324177210471 0.0010167400543398221 0.0012253564665058994 0.0013915407132152327 0.0018091653139060701 0.0010117116579095855 0.0010088234490248657 0.0016569294160584391 0.0010296556874607168 0.0013276654387386335 0.0011476065619717701 0.0010287515585616349 0.001199846668507476 0.0010475969103824886 0.001247668128435464 0.0010905386385218208 0.0010047617868167436
leaf_count=349 97 189 34 74 34 65 87 29 48 47 93 242 45 164 557 19 53 100 37 201 22 124 193 139 24 21 34
internal_value=0 0.000470472 0.00018749 0.000403843 9.96979e-05 0.000423562 -0.000210455 -0.00196355 0.00102382 -0.000309438 -0.000204964 -0.000325215 -0.000124567 -0.000431164 -0.000211326 2.42443e-06 -0.000439361 -0.000656142 -0.000271484 -0.00155176 0.00232583 0.000416564 4.49114e-05 -0.000574907 -0.00137129 0.00198354 -0.000106798
internal_weight=0 0.0128752 0.0109297 0.00992916 0.00852326 0.00730314 0.00586738 0.00242419 0.00344319 0.0220194 0.0210109 0.0197488 0.0182396 0.0159237 0.0145322 0.0135154 0.0113561 0.0103473 0.00853811 0.00298459 0.00215932 0.00555352 0.00452386 0.00332402 0.00229527 0.0023159 0.00200998
internal_count=3121 691 502 468 394 360 295 116 179 2430 2081 2034 1941 1875 1711 1469 1428 1375 818 301 41 517 480 287 163 66 131
is_linear=0
shrinkage=0.00437696


Tree=873
num_leaves=31
num_cat=0
split_feature=39 42 9 42 4 151 457 151 47 484 11 43 13 457 160 49 131 16 1373 12 14 474 9 47 15 13 15 2 151 159
split_gain=0.00179128 0.00167648 0.00122666 0.00125923 0.00111833 0.00189081 0.00122693 0.00143197 0.00175654 0.00152428 0.00112793 0.00118087 0.001302 0.00134167 0.0012823 0.00134341 0.00112693 0.00142758 0.00111437 0.00105255 0.00104158 0.00103934 0.00108305 0.00119282 0.000977185 0.000832517 0.00154377 0.00127839 0.000823021 0.000718576
threshold=0.16946000000000003 -0.11466499999999999 -0.036024999999999995 -0.106335 0.27287000000000006 -0.27559499999999998 0.088350000000000026 -0.086769999999999986 0.077555000000000013 -1.0000000180025095e-35 0.079915000000000014 -0.50775499999999985 -0.094514999999999988 -0.23144499999999998 -0.23055499999999998 0.10542000000000001 0.10033500000000002 0.15891500000000003 -1.0000000180025095e-35 -0.042789999999999988 -0.46885499999999997 0.085445000000000007 0.091600000000000015 0.09055500000000001 -0.095244999999999982 -0.010094999999999998 0.088345000000000021 0.081135000000000013 -0.082229999999999984 0.085545000000000024
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 6 -6 7 8 -5 -9 11 -11 19 -14 -15 16 17 21 -8 -13 -7 22 23 24 -16 26 -26 -27 -20 -21
right_child=-2 2 3 4 5 20 18 9 -10 10 -12 12 13 14 15 -17 -18 -19 28 29 -22 -23 -24 -25 25 27 -28 -29 -30 -31
leaf_value=-0.00089807033084382179 0.001294278817044463 0.001293953827261152 0.0010214934717246321 0.00085230959075349223 -0.001271885862062556 -0.00033109461740852354 -0.00066342950140023274 -0.0010907157659932848 -0.0009456359217971035 0.00078361163285686406 -0.0010993401022306125 -0.00072442235265863966 0.0010059649876189745 -0.0012938371919946645 0.00040850954318599021 0.00082969771354411725 0.00052414647286326414 -0.0011828961223430507 -0.00032484051543154116 0.00019898922971347109 0.00070165990876465975 0.0005459540547698129 0.00071955770246034684 -0.0012940312125906462 0.00059484786850523975 0.00010277136358357335 -0.00083955803464923521 -0.0010912478736387744 0.00080920497877770504 0.0012189733674790575
leaf_weight=0.0038476581804562917 0.0016569154279864043 0.0011652358232829832 0.0018152905301462843 0.0040247802549870917 0.0011360322214386551 0.0020574207325125835 0.0015027889489829249 0.0034983378385726729 0.0011748672731783927 0.0021076847431231718 0.0022551477222805252 0.0018425177165681825 0.001193611286396389 0.0024307342885858665 0.0023229491276808229 0.0016184257985090147 0.0021101142354922322 0.0038679268476187181 0.0013530598298530094 0.0081109524112861209 0.0079485856164325241 0.0020557370942668731 0.0012955765282640632 0.0027197276687589414 0.0026106002836954172 0.0020474440033773165 0.0024195237317101714 0.0056197204627128627 0.0051383857411337885 0.0013480709767179641
leaf_count=169 23 88 20 115 15 34 17 423 48 15 111 20 17 212 68 84 141 155 40 129 244 50 10 45 186 64 267 233 50 28
internal_value=0 -6.42482e-05 -2.35297e-05 -4.33063e-05 -6.8803e-05 0.000309737 -0.000134023 -0.000200947 0.000446061 -0.000266304 -0.00020619 -0.000162136 -0.000207841 -0.000340033 -0.000391662 -0.00031522 -0.000383672 -0.000460421 0.000340431 0.000170109 0.000489306 -0.000327927 -0.000422301 -0.000505693 -0.000362948 -0.000504085 -9.51111e-05 -0.000772396 0.000572828 0.000344354
internal_weight=0 0.0826389 0.0787912 0.077626 0.0758107 0.011142 0.0646687 0.0566745 0.00519965 0.0514748 0.0479765 0.0457213 0.0436136 0.0323121 0.0311185 0.0286877 0.0270693 0.0249592 0.00799423 0.0113015 0.010006 0.0210913 0.0190355 0.01774 0.0150202 0.0126973 0.00503012 0.00766716 0.00649145 0.00945902
internal_count=3121 3098 2929 2841 2821 293 2528 2421 163 2258 1835 1724 1709 1532 1515 1303 1219 1078 107 177 278 923 873 863 818 750 453 297 90 157
is_linear=0
shrinkage=0.00129368


Tree=874
num_leaves=27
num_cat=0
split_feature=147 51 1 48 50 2 4 41 48 150 1429 151 157 403 130 15 457 43 16 3 160 133 16 13 4 0
split_gain=0.000257408 0.000299581 0.000555339 0.00042848 0.000403788 0.000350104 0.000475013 0.000393407 0.000453001 0.000728526 0.000511222 0.000382065 0.000396095 0.00038026 0.000382145 0.000545239 0.000360915 0.000283475 0.000461566 0.000361334 0.000397421 0.000467074 0.000309501 0.000211764 0.000206716 0.000149387
threshold=0.089025000000000007 -0.40274499999999996 0.14000500000000002 0.12879500000000002 0.10647500000000001 0.113445 0.27834500000000006 0.078065000000000009 0.092475000000000016 0.08882000000000001 0.084690000000000015 -0.086769999999999986 -1.0000000180025095e-35 -1.0000000180025095e-35 -1.0000000180025095e-35 0.088060000000000013 0.045365000000000009 -0.14968999999999996 0.22339500000000004 -0.091354999999999978 -1.0000000180025095e-35 0.083950000000000011 -0.15012499999999998 -0.086919999999999983 0.053180000000000012 -0.084889999999999979
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 7 23 8 9 10 11 -3 -13 -14 15 -15 -10 -16 19 -19 -21 22 -22 -7 25 -24
right_child=-2 2 -4 -5 -6 6 -8 -9 16 -11 -12 12 13 14 17 -17 -18 18 -20 20 21 -23 24 -25 -26 -27
leaf_value=-0.0017831935829790361 0.0013224467316167634 0.0017834207639001508 0.0019408108053551247 -0.0017475209760988407 -0.0019477487756063435 -0.00099499804166562123 0.0027446739670158806 -0.0021256205672839884 0.00034168191031293759 -0.0023297643915777717 0.0023094442878401331 -0.0020427238790536018 -0.0020992725346859744 -0.0029924933864262909 0.0014962813755894037 0.00048387751710383725 0.0028202142947851444 -0.0010957432137726176 -0.0019186343053654408 -0.0012943159002954745 0.0018888252949912708 0.0025620963920620081 -0.0016936948010000227 0.0011782487081821434 0.00093551393229810245 0.00014529730713243728
leaf_weight=0.0011425042411350441 0.0015675451473278193 0.0011352183846824451 0.001572269730383268 0.0017484430524330455 0.001194194026827188 0.001022519601978189 0.0012452395210829081 0.0010298427013708525 0.0017980613223032007 0.0016386400992853814 0.0010566264417526386 0.0012941244016009259 0.0010074626106896254 0.001054615398405013 0.0018684613894013298 0.0010122778897851958 0.001074562151416103 0.001660565678784913 0.0011887476512755244 0.0010260988398195243 0.0012229350275791903 0.001586367562044888 0.0010189790056775935 0.0010307291024826961 0.0013320141232799898 0.0010039382987647952
leaf_count=112 124 84 110 66 292 46 94 99 135 141 102 161 575 69 50 28 34 70 61 184 31 90 87 122 23 131
internal_value=0 -8.08805e-05 -1.97642e-05 -0.000121665 -2.19278e-05 6.22893e-05 0.0010959 -7.97112e-05 1.19769e-05 -0.000167585 2.42582e-05 -0.000114417 -0.000246783 -9.16566e-05 5.30731e-05 -0.00128991 0.00126883 0.000286175 6.09646e-05 0.000326841 0.000655378 0.000979925 0.000431655 9.597e-05 -9.95109e-05 -0.000781035
internal_weight=0 0.0329654 0.0318229 0.0302507 0.0285022 0.027308 0.00329849 0.0240095 0.0229797 0.0201071 0.0184684 0.0174118 0.0162766 0.0149825 0.013975 0.00206689 0.00287262 0.0119081 0.0100396 0.0088509 0.00719033 0.00616423 0.00457787 0.00205325 0.00335493 0.00202292
internal_count=3121 2997 2885 2775 2709 2417 262 2155 2056 1887 1746 1644 1560 1399 824 97 169 727 677 616 546 362 272 168 241 218
is_linear=0
shrinkage=0.00338353


Tree=875
num_leaves=26
num_cat=0
split_feature=128 2 0 11 2 123 52 1 43 52 403 12 49 47 4 0 15 1 3 43 1375 48 16 52 2
split_gain=0.000262562 0.000268006 0.000353155 0.000242127 0.000254176 0.000409408 0.000397487 0.00036958 0.000373304 0.000352334 0.000322334 0.00036505 0.000401407 0.000314572 0.000256804 0.000443962 0.000388138 0.000315248 0.000636769 0.000613066 0.000409128 0.000160524 0.000349734 0.000126502 7.60487e-06
threshold=0.086435000000000012 -0.0091949999999999983 -0.081584999999999977 0.081790000000000015 0.088225000000000012 0.08592000000000001 0.19022000000000003 0.13075500000000004 1.0000000180025095e-35 0.13389000000000004 0.03138500000000001 0.092255000000000018 -0.00064499999999999985 0.10678000000000001 -0.49405499999999997 -0.019414999999999998 0.095175000000000023 0.078340000000000007 0.013900000000000001 -0.014584999999999999 -0.012484999999999998 0.094275000000000012 -0.0087049999999999992 0.0046550000000000003 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 7 6 9 8 10 13 11 12 -3 14 -6 16 17 19 -19 -16 -20 22 -22 24 -14
right_child=-2 3 -4 -5 5 -7 -8 -9 -10 -11 -12 -13 23 -15 15 -17 -18 18 20 -21 21 -23 -24 -25 -26
leaf_value=-1.7417990887777171e-05 -0.0016234092403487525 -0.0022518030646090721 0.0029342281756083617 -0.0015600426919277291 -0.0011322276903680591 0.0024963554430842503 -0.0018298529105122423 0.001049020581752224 -0.0029520204691868557 0.002146265008158879 0.001307376959891218 -0.0029235703849034736 -6.9242374701018638e-05 -0.0018738807690269936 -0.0026131233931780732 0.0021630929804505473 -0.0017288534211658557 0.0032825809357336921 0.0018126312427031396 0.00080977265162649739 -0.0020759588698796723 0.00085781452096960029 0.0007328257901380432 0.0012429379624792516 -0.00052000346573032442
leaf_weight=0.0012865391232033119 0.0013630694033023296 0.0012239844263137734 0.0010096234957170927 0.0014011569318830288 0.0015927149064935931 0.0010948116168325575 0.0013200539116662293 0.0018036763137869727 0.0010056733417473929 0.001327184346195053 0.001130307139785458 0.0010006906347330702 0.0010539641764184537 0.0010111292055547958 0.0012170517957739175 0.0018271791077460004 0.0013162475013017714 0.0012599171969291945 0.0017390024417309746 0.0018256021921130242 0.0014774526325513904 0.0010145667467185149 0.0010642973007080059 0.0011667543568422145 0.0010355039414975398
leaf_count=51 207 172 126 140 57 126 186 29 188 35 87 137 95 54 343 79 134 75 22 178 76 24 27 293 180
internal_value=0 5.04912e-05 0.00128042 -4.39328e-05 3.0584e-05 0.000278397 0.000143437 -0.000471516 -0.000831579 0.000299675 -0.000509025 -0.000883615 -0.000427974 0.000139966 0.000282023 0.00045881 0.00017349 0.000434376 0.000895631 -0.000559375 0.000327703 -0.000398411 -0.000899847 0.000257586 -0.000292632
internal_weight=0 0.0322051 0.00229616 0.0299089 0.0285078 0.0190872 0.0179924 0.00942055 0.00761688 0.0166723 0.0066112 0.0054809 0.00448021 0.0153452 0.014334 0.0127413 0.0109141 0.00959789 0.00655524 0.00304265 0.00529532 0.00355632 0.00254175 0.00325622 0.00208947
internal_count=3121 2914 177 2737 2597 1416 1290 1181 1152 1104 964 877 740 1069 1015 958 879 745 224 521 149 127 103 568 275
is_linear=0
shrinkage=0.0037357


Tree=876
num_leaves=25
num_cat=0
split_feature=1 3 0 12 15 0 16 147 2 48 151 484 0 150 16 16 48 43 3 160 12 42 4 49
split_gain=0.000227627 0.000377016 0.000553839 0.000473317 0.00049157 0.000493145 0.000430838 0.000370425 0.000340222 0.000421181 0.000418411 0.00045225 0.000369228 0.000321922 0.00026818 0.000735974 0.000396853 0.000426307 0.000347325 0.000372918 0.000259024 0.000254905 0.000232271 0.000210134
threshold=0.077565000000000009 0.097915000000000016 -0.10151999999999999 0.092355000000000007 0.091295000000000015 -0.084044999999999995 -0.083134999999999987 0.089025000000000007 0.13754500000000003 0.12879500000000002 -0.086654999999999982 -1.0000000180025095e-35 -0.23091999999999999 0.087170000000000011 -0.056919999999999991 -0.014034999999999997 0.086260000000000017 -0.0037449999999999996 0.076840000000000006 -0.072114999999999985 0.098330000000000015 0.081660000000000024 0.053180000000000012 -0.012034999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 -4 -7 8 9 10 23 -12 -13 14 16 -16 17 20 19 -17 -14 -8 -19 -2
right_child=7 -3 3 -5 -6 6 21 -9 -10 -11 11 12 13 -15 15 18 -18 22 -20 -21 -22 -23 -24 -25
leaf_value=-0.0033212747291772172 0.002979450377749787 0.0010606056686435529 -0.0027493405445107606 -0.0022879283227788118 0.0023283984529580354 0.0023704770811521138 0.00071553321907748019 0.0022528669130951716 0.0018968001679534395 -0.0022937755457476845 -0.0025332810878221611 0.0020015364177540075 -0.0014281095392305249 -0.0019337873446157701 -0.0033922431071617778 0.0027178546311366967 -0.0014522981229660372 0.00098385494663320644 -0.0012405344492136268 -0.00028206976351928423 0.0012033287426308325 -0.0018524222726644176 0.0032277065876343508 0.00046532588230606002
leaf_weight=0.0012203757542827995 0.0010793852830701667 0.0020088824414301607 0.0011505427290827716 0.001695477389250577 0.0012211207654519995 0.0010474984464259318 0.001127393723457713 0.0013170589236750621 0.0015090549619198859 0.0012388857468419437 0.0011365156864555628 0.0013965254178174248 0.0012265686003472007 0.0014078570910065471 0.0011507291498493721 0.0011890966938601366 0.0011866864781495678 0.0014530247332000777 0.0016618106470440708 0.001439734295551008 0.0011290377332997537 0.0013173717892280834 0.0014470673918882682 0.0010126465988520286
leaf_count=135 61 26 570 481 85 64 167 101 139 41 162 28 182 98 71 66 32 105 65 199 31 108 53 51
internal_value=0 -0.000488684 -0.000843174 -0.000443114 9.02896e-05 -0.000498363 0.000243232 0.000214404 8.44827e-05 -5.82897e-05 9.62875e-05 -0.000123986 6.24369e-05 -0.000141301 7.10534e-05 -0.00057695 0.000618371 0.00108591 0.000178098 0.00107488 -0.000166866 -0.00066822 0.00210348 0.00176249
internal_weight=0 0.0107887 0.00877978 0.0075594 0.00586393 0.00464281 0.00349226 0.0219817 0.0206646 0.0191556 0.0179167 0.0158247 0.0146881 0.0132916 0.0118838 0.00544137 0.00644238 0.0052557 0.00429064 0.00262883 0.00235561 0.00244477 0.00290009 0.00209203
internal_count=3121 1636 1610 1475 994 909 339 1485 1384 1245 1204 1092 930 902 804 401 403 371 330 265 213 275 158 112
is_linear=0
shrinkage=0.00396435


Tree=877
num_leaves=23
num_cat=0
split_feature=128 124 484 1 48 12 0 151 43 52 3 16 474 2 2 3 2 3 16 4 133 124
split_gain=0.000222379 0.000235384 0.000244956 0.000287847 0.000473952 0.000493466 0.000441265 0.000321762 0.000323217 0.000426303 0.000598722 0.000411911 0.000353531 0.000449957 0.000364934 0.000328754 0.000361639 0.00039087 0.000280124 0.000328648 0.000237421 0.000157654
threshold=0.089290000000000022 -0.043384999999999993 -0.0068949999999999992 0.12337000000000002 0.11951500000000001 0.10866500000000003 -0.052984999999999997 0.086470000000000005 -0.12152999999999999 0.090645000000000017 -0.077774999999999983 0.25792000000000009 0.084660000000000027 0.088225000000000012 0.084055000000000005 -0.080934999999999993 0.093175000000000022 0.092670000000000016 -0.056919999999999991 0.053180000000000012 1.0000000180025095e-35 -0.087759999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 21 -3 4 5 7 -5 8 20 11 -11 12 13 14 18 -15 -17 -18 19 -10 -4 -1
right_child=-2 2 3 6 -6 -7 -8 -9 9 10 -12 -13 -14 15 -16 16 17 -19 -20 -21 -22 -23
leaf_value=0.00011533797650961043 -0.001633657789165139 -0.0012749065986335513 0.0021953256635859207 0.0022424851009288137 -0.0023886143599323099 -0.0020269790732236493 -0.00032464532915403289 0.0018957848813504975 -0.00076905019021134425 -0.0029426632678485423 0.00015353251790914266 -0.002052644513557965 0.0019440222884151617 0.0020405520304750337 -0.0026034377685145819 0.0015269222183394511 -0.0022061059459996643 0.00067278273337353987 -0.0018205644418712375 0.0015706291992341114 2.4631571181893852e-06 0.0020375443234003777
leaf_weight=0.0010052154950335179 0.0010573348303164467 0.0019498385384359987 0.0014365313822253247 0.0017978557121143268 0.0011112894591134284 0.0014278428410128266 0.0016606621389385614 0.0012847087198721843 0.0016426967135099108 0.0015306899896976311 0.0016989226099353152 0.0010235980880708437 0.0015127409859090344 0.0018204282406220074 0.0010203756424544963 0.0016063117146796202 0.001136817127939338 0.0013071751004645193 0.0010387011762489412 0.0014637550796194887 0.0011430839591461961 0.0012150345755808081
leaf_count=66 185 470 59 115 44 140 85 64 197 254 169 233 95 109 282 50 69 55 66 27 106 181
internal_value=0 4.10257e-05 -4.63628e-05 4.34753e-05 -0.000100549 1.45348e-05 0.00100984 0.000155582 4.02343e-05 -0.000141449 -0.00131392 0.000137543 0.000316192 9.30651e-05 -0.000679854 0.00077314 0.000203496 -0.000666325 -0.000206343 0.000333403 0.00122362 0.00116727
internal_weight=0 0.0308343 0.028614 0.0266642 0.0232057 0.0220944 0.00345852 0.0206665 0.0193818 0.0168022 0.00322961 0.0135726 0.012549 0.0110363 0.00516553 0.00587073 0.0040503 0.00244399 0.00414515 0.00310645 0.00257962 0.00222025
internal_count=3121 2936 2689 2219 2019 1975 200 1835 1771 1606 423 1183 950 855 572 283 174 124 290 224 165 247
is_linear=0
shrinkage=0.00359063


Tree=878
num_leaves=31
num_cat=0
split_feature=39 42 156 10 1456 1365 1213 123 133 13 403 13 13 1 131 52 483 0 12 133 0 2 1374 1374 1 2 43 16 151 474
split_gain=0.00145683 0.00173677 0.0010246 0.0010291 0.0009217 0.000941191 0.00096581 0.000859795 0.00123015 0.000857418 0.00137187 0.00119931 0.00106771 0.000961507 0.000937152 0.00107755 0.000900233 0.000810587 0.000820484 0.000702972 0.000726926 0.000730391 0.000682958 0.000734907 0.000677585 0.000666131 0.000615554 0.00201233 0.000868286 0.000871673
threshold=0.16946000000000003 -0.11466499999999999 -1.0000000180025095e-35 0.083760000000000015 -1.0000000180025095e-35 1.0000000180025095e-35 -0.082704999999999987 1.0000000180025095e-35 -1.0000000180025095e-35 -0.094514999999999988 -0.088999999999999982 -0.087074999999999986 -0.53104499999999988 0.11955000000000002 0.10033500000000002 -0.12005499999999998 0.086310000000000012 0.13134000000000004 0.098330000000000015 0.09635500000000001 -0.084269999999999984 0.089885000000000007 -0.094929999999999987 -1.0000000180025095e-35 0.095695000000000016 0.10613000000000002 -0.51144999999999985 0.13751500000000003 0.12955000000000003 0.084660000000000027
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 -4 6 -6 9 -9 12 -11 -12 -8 17 15 25 22 18 19 20 21 -14 24 -24 -17 -13 -25 28 29 -28
right_child=-2 2 3 -5 5 -7 7 8 -10 10 11 14 13 -15 -16 16 -18 -19 -20 -21 -22 -23 23 26 -26 -27 27 -29 -30 -31
leaf_value=-0.00093120321922952811 0.0013464858646839658 -0.0013460125982648198 -0.00098639188093335283 0.0013308140676672494 -0.001165159955565677 -0.00095238025205127391 -0.00068515723062602776 -0.00066313704977004459 0.00098495165064761431 -0.0013182461703011242 -0.0010463475709355907 -0.0010862244687043718 -0.0005553092568318888 0.0013460794101490521 0.00083477753301921739 -0.0013462270345983289 -0.0010611886888487513 0.0010948737860960673 -0.0010115806654583462 -0.00062065947644590147 0.0012223858632424433 0.00066378711016296067 0.0011592527846525527 0.00077051879588513957 0.00014650894924283554 3.6422960799246842e-05 2.8012292176282083e-06 -0.0011247950318027994 0.0013218905918392582 0.00077046266596945501
leaf_weight=0.0039673610571364639 0.001348521434337612 0.0010322107282823003 0.0017258871344325568 0.0010444506900668662 0.0011864063532271976 0.0017889552396397326 0.0016751475925502754 0.0010588076023623216 0.0036444289591806003 0.0015510068581958683 0.0020014156181762379 0.0026374771012891421 0.0015335400929004112 0.0018769140483776434 0.0024108593967397942 0.0011487316379117365 0.0012735478152858795 0.0018365202631684951 0.0010408842224478576 0.0012827352001636427 0.0016783823953119264 0.0021225077452271535 0.0012414045179411906 0.0022959128300499279 0.0010584499470951414 0.001503155510166998 0.020086353268535806 0.002425189121630921 0.001113635315988403 0.0030920767851085875
leaf_count=169 23 156 235 60 253 61 15 24 197 333 120 151 48 71 59 38 91 12 16 15 19 58 7 16 8 90 628 49 14 85
internal_value=0 -6.54431e-05 -1.52027e-05 5.19795e-06 -1.56881e-05 1.02601e-05 3.76931e-05 6.08639e-05 0.000613929 1.51374e-05 -7.5007e-05 -2.94086e-05 0.00031804 0.000465822 2.11121e-05 -3.06789e-05 4.88553e-05 0.00029181 9.92231e-05 0.000273953 0.000489075 0.000152434 9.24049e-05 0.000145135 -0.000630388 -0.000678675 0.000101744 4.42732e-05 0.000160987 0.00010521
internal_weight=0 0.0723344 0.068367 0.0673348 0.0662903 0.0645644 0.0627755 0.0615891 0.00470324 0.0568858 0.0438392 0.0422882 0.0130466 0.0113715 0.0402868 0.0378759 0.0337353 0.00949457 0.00765805 0.00661717 0.00533443 0.00365605 0.0324618 0.0302546 0.00220718 0.00414063 0.0290132 0.0267173 0.0242921 0.0231784
internal_count=3121 3098 2929 2773 2713 2478 2417 2164 221 1943 1689 1356 254 239 1236 1177 936 168 156 140 125 106 845 799 46 241 792 776 727 713
is_linear=0
shrinkage=0.00134594


Tree=879
num_leaves=22
num_cat=0
split_feature=124 42 42 42 457 1375 484 133 43 15 13 1 42 151 4 3 15 0 4 3 3
split_gain=0.000232169 0.000415066 0.000263775 0.000476401 0.000277921 0.000345903 0.000305797 0.000366595 0.000513429 0.000307919 0.000529497 0.000353009 0.000404714 0.000309485 0.000290565 0.000257781 0.000241926 0.00031204 0.000212688 0.000239021 0.000180044
threshold=0.10281000000000001 -0.11466499999999999 -0.091214999999999977 -1.0000000180025095e-35 0.080930000000000016 -0.42089999999999994 -1.0000000180025095e-35 0.093615000000000018 -0.083134999999999987 1.0000000180025095e-35 -0.095304999999999987 0.13146500000000003 0.090835000000000013 -0.0077149999999999988 0.24564500000000003 -0.077644999999999978 -0.097454999999999986 -0.088099999999999984 -0.15764999999999998 -0.086769999999999986 0.090900000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 6 -6 -5 8 18 11 -11 12 13 -10 16 -12 -15 -18 -8 -20 -7
right_child=-2 2 3 4 5 20 7 -9 9 10 15 -13 -14 14 -16 -17 17 -19 19 -21 -22
leaf_value=-0.0024474840492658538 0.0017300728726516183 0.0016723736927316784 -0.0021476710920388009 -0.0019808947752374328 -0.0010255292160122912 0.00082470228074799795 0.0030018790125456284 -0.001688072791749749 -0.0015053669778065213 0.00073727119112618341 -0.00089982018019315756 0.002374879396705104 -0.002176293127001959 -0.0011675273497581749 0.0019513818825944193 -0.0037197367199630332 0.0020875269346753073 -0.00040552468847081187 -0.00037327211979122708 0.002248276066669688 0.0028060501040802275
leaf_weight=0.0012182091589509883 0.001242788872609423 0.0015377734808659218 0.0017783620662731306 0.0014176087355953762 0.0010458902184282692 0.0017432947559221637 0.0011986473471665704 0.0019737743803953647 0.0014002364323140188 0.0014661431828368876 0.0010005712967264824 0.0011271960560561576 0.001331808942327096 0.0017153038405837108 0.0019956673939844904 0.0012286453531071837 0.0015665036371694764 0.0018779270663840178 0.001247184061208273 0.001125639625985996 0.0014122153444446894
leaf_count=159 39 160 529 427 24 126 36 290 69 69 164 110 144 36 63 111 79 188 84 155 59
internal_value=0 -8.86799e-05 9.76059e-06 -8.2698e-05 5.92295e-05 0.0010301 -0.000128979 6.3188e-07 0.000182954 -0.000157629 -0.00118788 0.000188013 -6.12958e-05 0.000267934 0.00061495 -0.00245403 9.80493e-05 0.000728298 0.00158573 0.000870359 0.00171143
internal_weight=0 0.0304086 0.0291904 0.0276526 0.0258743 0.0042014 0.0216729 0.0202552 0.0182815 0.01471 0.00369536 0.0110146 0.00988745 0.00855564 0.0071554 0.00222922 0.00515973 0.00344443 0.00357147 0.00237282 0.00315551
internal_count=3121 3082 2923 2763 2234 209 2025 1598 1308 1033 344 689 579 435 366 275 303 267 275 239 185
is_linear=0
shrinkage=0.00412451


Tree=880
num_leaves=26
num_cat=0
split_feature=1213 44 3 48 2 0 484 0 0 3 474 160 457 15 1 15 403 0 2 13 12 4 2 42 15
split_gain=0.000224684 0.000235823 0.000266864 0.000266043 0.000336495 0.000358411 0.000353486 0.000303676 0.000315581 0.000506248 0.000309801 0.000497988 0.000373433 0.000308618 0.000267646 0.00030382 0.000244273 0.000418825 0.000279155 0.000314428 0.000683883 0.000310781 0.000229488 0.000217616 0.000209426
threshold=-1.0000000180025095e-35 1.0000000180025095e-35 0.20828500000000003 0.12879500000000002 0.12043500000000001 -0.067094999999999988 -0.0068949999999999992 -0.10607499999999999 -0.08824499999999999 -0.076669999999999988 0.084410000000000013 -0.076689999999999994 -1.0000000180025095e-35 -0.08730499999999998 0.091615000000000016 -0.092489999999999989 0.03138500000000001 0.18019500000000002 0.10402500000000002 -0.074044999999999986 -0.010834999999999999 -0.082769999999999982 0.088475000000000012 0.088915000000000008 -0.10091499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 6 -6 -2 10 9 -9 11 -8 -13 -10 -14 -16 17 18 19 21 -21 -15 -18 -22 -11
right_child=1 -3 -4 -5 5 -7 7 8 13 24 -12 12 14 16 15 -17 22 -19 -20 20 23 -23 -24 -25 -26
leaf_value=-0.0016609277521584837 -0.0018268231314312836 -0.0016146266844977841 0.0017226835755572943 -0.0014684546525434486 0.0029448652889369838 1.1914290195335006e-05 -0.0018276233069494424 -0.0032690429726739394 0.0018955593302225162 0.0007363246168057753 0.0025191166605104606 -0.0011644774438615878 0.00020163281124872882 0.0021531315442729279 0.0008972297352884814 0.0032677448494436881 0.0021354483926040659 0.0016981287087232905 -0.0023224708617909503 0.0012381907046483381 -0.0028064502287350858 -0.00057273961664977872 -0.00024344068819658101 -0.00069160261966849613 -0.0014007445018890334
leaf_weight=0.0010322550181359738 0.0013034513898180214 0.0010672774178459568 0.0012561697822488496 0.0014466415420137926 0.0010716541693476245 0.0010770487793878561 0.0010948656869196327 0.0010293788822062222 0.001091149747213911 0.0012748460947609175 0.0010134852038845565 0.0010137552164266594 0.0019209973381224474 0.0010138350356641013 0.0015874380395786147 0.0012427914266535112 0.0010800739328971068 0.0010783093954351841 0.0011506493183996991 0.0012086824066290811 0.0016770252744533675 0.0011519562440351905 0.0010133409978436703 0.0010021645206279572 0.0011024588534247421
leaf_count=491 425 60 132 64 72 134 45 170 133 54 22 31 78 25 50 60 44 25 156 38 313 263 32 152 52
internal_value=0 4.28646e-05 0.000104071 3.05253e-05 0.000113294 0.00147471 -8.33578e-06 9.58665e-05 -0.000205976 -0.00116555 0.00066609 0.000392321 0.000813925 7.90946e-05 0.00123605 0.00193815 -0.000111926 -0.000388899 -0.000701276 -0.000393127 -0.00100389 0.000703276 0.00098392 -0.00201538 -0.000254727
internal_weight=0 0.0299694 0.0289022 0.027646 0.0261994 0.0021487 0.0240507 0.0227472 0.0148739 0.00340668 0.00787333 0.00685985 0.00576498 0.0114672 0.00475123 0.00283023 0.010376 0.00828262 0.00720431 0.00605366 0.00388787 0.00216579 0.00209341 0.00267919 0.0023773
internal_count=3121 2630 2570 2438 2374 206 2168 1743 1457 276 286 264 219 1181 188 110 1048 972 947 791 503 288 76 465 106
is_linear=0
shrinkage=0.00359063


Tree=881
num_leaves=31
num_cat=0
split_feature=39 42 42 1365 4 41 42 123 155 15 156 43 4 3 160 160 150 2 15 48 16 15 3 16 4 50 47 12 4 0
split_gain=0.00152382 0.00146645 0.00119916 0.000894976 0.000887974 0.00104892 0.00092732 0.00119741 0.00122231 0.00118921 0.00113925 0.00105847 0.0014197 0.00124326 0.00108095 0.00125151 0.00133802 0.00104734 0.000967038 0.000924815 0.00102268 0.00151376 0.00108552 0.00103396 0.00132376 0.000825099 0.00100603 0.000688928 0.00115955 0.000673068
threshold=0.16946000000000003 -0.11051499999999999 -0.106335 1.0000000180025095e-35 0.27834500000000006 0.078475000000000017 -0.0060199999999999993 1.0000000180025095e-35 0.088610000000000008 -0.13578499999999996 0.013700000000000002 -0.12152999999999999 -0.51843499999999987 0.10299500000000002 -0.091944999999999985 0.099315000000000014 0.11259000000000001 0.13501500000000002 0.088345000000000021 0.092475000000000016 -0.088159999999999988 0.084370000000000014 -0.10217499999999997 -0.056919999999999991 0.071150000000000005 0.11875500000000001 0.10954500000000002 0.095110000000000014 -0.033174999999999989 -0.15202999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 6 10 8 9 -8 18 -11 -13 14 -14 16 19 27 -4 20 -16 22 -22 -24 -25 26 29 28 -15 -6
right_child=-2 2 3 -5 25 -7 7 -9 -10 11 -12 12 13 17 15 -17 -18 -19 -20 -21 21 -23 23 24 -26 -27 -28 -29 -30 -31
leaf_value=-0.00084702449702917177 0.0013465237966130746 0.0012551860068887855 -0.0011066497335758601 -0.00099424501248924612 0.00035583539560004283 -0.0010712937711257295 -0.00090281531431912461 0.00083539706719488061 -0.0013460622653335347 0.00074316669300492815 0.00074081143443180094 -0.001266524217581308 -0.00095198834701531673 -0.00045922546351737304 0.00042187856229543145 -0.00091488862846228025 -0.0013462092515132257 -0.00032301232036306791 0.00018813278012066325 0.001012106264700824 0.0010163306205512694 -0.001346048863290607 0.00058465361576627236 -0.00080410392360256067 0.00088909376473775314 -0.00057650656722649219 -0.00039223695194998869 0.0013163209916070091 0.00088507516446924576 0.0013429423317791267
leaf_weight=0.0040325878401801232 0.0014264664201988344 0.001326862569385411 0.0039902011814127994 0.0017236913181228877 0.002299890695972806 0.0018309625809109767 0.0024549053369202758 0.0031062346466512727 0.001239975086802402 0.0037535720002210829 0.0010899899870002727 0.001552042616964385 0.0024515995507146107 0.0017528850361259174 0.0084226343364868089 0.0025276050071005854 0.0011279477753305392 0.0023686786402663529 0.0014157233658096402 0.002073968073773357 0.0016229844720214584 0.0017566275807432427 0.0022254251719306829 0.0046327775764938833 0.0010207644876025768 0.0012660575739573687 0.0014123953828573121 0.0023035516787786037 0.00345054378769305 0.0027448058681507339
leaf_count=179 23 10 429 63 71 87 93 130 163 49 43 28 250 28 181 133 32 30 152 33 26 289 48 248 10 14 24 11 43 201
internal_value=0 -5.81185e-05 -1.19756e-05 -3.68409e-05 -1.17969e-05 -6.87271e-05 -3.61456e-05 2.61907e-05 -2.75891e-05 8.34339e-06 -0.000514467 6.03095e-05 -4.92724e-06 4.69582e-05 -9.84847e-05 -1.61396e-05 8.31336e-05 0.000457298 -0.000767567 0.000157241 6.71572e-05 -0.000198213 1.39879e-05 -0.000192484 -0.000498392 0.000417008 0.000611809 0.00070351 0.000432219 0.000892918
internal_weight=0 0.0729779 0.0689453 0.0676184 0.0658947 0.0581716 0.0563406 0.0498447 0.0467385 0.0454985 0.00649591 0.0430436 0.03929 0.037738 0.0278623 0.0254107 0.0228831 0.00987566 0.00540592 0.0217552 0.0196812 0.0112586 0.00950195 0.00787897 0.00565354 0.00772315 0.00645709 0.00750698 0.00520343 0.0050447
internal_count=3121 3098 2919 2909 2846 2536 2449 1825 1695 1532 624 1439 1390 1362 1250 1000 867 112 581 835 802 621 332 306 258 310 296 82 71 272
is_linear=0
shrinkage=0.00134594


Tree=882
num_leaves=31
num_cat=0
split_feature=39 42 9 376 151 1348 14 12 13 131 403 132 151 12 52 13 2 47 1213 1456 50 401 47 4 1 4 160 1 42 133
split_gain=0.00173207 0.00177702 0.00139144 0.00142327 0.00102971 0.00128379 0.00112981 0.00106802 0.00110483 0.00135705 0.00122656 0.00161372 0.0012258 0.00136966 0.00133445 0.00114353 0.00128921 0.00111532 0.00110895 0.00109421 0.00146534 0.00122728 0.00112583 0.0013407 0.00175073 0.00167435 0.00151378 0.00149956 0.00142733 0.00117567
threshold=0.16946000000000003 -0.26584999999999998 -0.036024999999999995 0.088055000000000008 -0.5225749999999999 0.090205000000000021 0.076175000000000007 0.11650500000000001 -0.15078499999999997 0.082750000000000004 -0.092474999999999988 0.081465000000000024 -0.086944999999999981 0.088305000000000008 0.41423000000000004 -0.53104499999999988 0.097845000000000015 0.082095000000000015 0.05211000000000001 1.0000000180025095e-35 0.10030500000000002 0.08481000000000001 0.13148500000000005 0.076415000000000025 0.086560000000000012 0.0061450000000000003 0.088755000000000014 0.111945 -1.0000000180025095e-35 0.084990000000000024
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 -4 6 7 8 9 15 -10 12 13 17 18 -6 -17 -12 19 20 21 22 23 24 28 -26 -27 -25 -14 -30
right_child=-2 2 3 -5 5 -7 -8 -9 10 -11 11 -13 14 -15 -16 16 -18 -19 -20 -21 -22 -23 -24 27 25 26 -28 -29 29 -31
leaf_value=-0.0012687260218567993 0.001269056151111036 0.0012686200791184993 -0.0011893814271814946 0.00086710481295221981 -0.00039702231719636474 0.0012557382398624731 -0.00092668677926435999 -0.00080096370909901412 -0.0011981210305185318 -0.00086858375586771719 0.00094580484986566847 0.00068549377814468315 -0.00085326389603094133 -0.00094911588410557894 -0.0012684260410843202 2.9181769334407988e-06 0.001141727548200375 -0.00045508767780934713 -0.0012362257629042195 -0.0012684150380916223 0.00075438109651992447 -0.0012459310273364621 -0.001268518702354191 2.3138089940992389e-05 -0.00097034669194168816 -0.00057942458295180395 0.00070754970373111356 0.0010846129932817257 0.00049453994123203351 -0.00040442968015833676
leaf_weight=0.0018826972705028302 0.0016314775322854294 0.001321111358631554 0.0013102891297762645 0.0026702524494055515 0.0016834717771132554 0.0011826481027412674 0.002430785934393497 0.0029098127196700565 0.001542737681776706 0.0012469939966308638 0.0043655121615842054 0.0044101238092633102 0.0021455439435271737 0.0010172165085151619 0.0017521999013894165 0.002393077378343377 0.0048196830021538517 0.0011563655228599146 0.0014408152633258444 0.0012657602845065332 0.0031975681670033387 0.001545372802891797 0.0012690555395238326 0.0072533711300195591 0.0068414943926935479 0.0036161376602592554 0.0024774211448175265 0.0030374372795733962 0.0092546727033324672 0.0031321832846220596
leaf_count=18 23 89 46 52 19 31 97 114 339 29 97 160 217 39 150 28 87 24 140 179 123 142 13 97 297 39 17 60 188 167
internal_value=0 -5.03157e-05 -2.25745e-05 -4.35386e-05 -7.44372e-05 -5.55595e-05 -7.59099e-05 -4.78776e-05 -1.69545e-05 0.000370519 -8.16806e-05 -5.25757e-05 -0.000112008 0.0004033 -0.000181875 0.000544205 0.000763889 0.000652437 -0.000140912 -0.00010587 -7.22511e-05 -0.000137399 -9.35039e-05 -5.40117e-05 -0.000200297 -0.000539696 -5.61873e-05 0.000336443 0.000101796 0.000267223
internal_weight=0 0.0845718 0.0826891 0.081368 0.0786978 0.0773875 0.0762048 0.073774 0.0708642 0.0101432 0.060721 0.0591783 0.0547681 0.00653909 0.048229 0.00889623 0.00721276 0.00552188 0.0464768 0.045036 0.0437703 0.0405727 0.0390273 0.0377583 0.0274675 0.0129351 0.00609356 0.0102908 0.0145324 0.0123869
internal_count=3121 3098 3080 2991 2939 2893 2862 2765 2651 163 2488 2149 1989 160 1829 134 115 121 1679 1539 1360 1237 1095 1082 925 353 56 157 572 355
is_linear=0
shrinkage=0.00126831


Tree=883
num_leaves=31
num_cat=0
split_feature=39 42 9 42 151 4 41 50 150 157 3 48 2 160 160 3 403 3 0 16 1 1 150 0 131 12 12 9 47 52
split_gain=0.00131067 0.00157682 0.00114353 0.00114814 0.000968394 0.00114562 0.00118769 0.00103081 0.00093722 0.000970059 0.000956715 0.00153048 0.00125882 0.00111603 0.00113412 0.000968958 0.000985957 0.000905358 0.000879676 0.00117131 0.000993823 0.000791468 0.00075368 0.00140701 0.000928408 0.00184799 0.00132373 0.000762326 0.00107064 0.000774107
threshold=0.16946000000000003 -0.11051499999999999 -0.036024999999999995 -0.106335 -0.5225749999999999 0.27834500000000006 0.078475000000000017 0.11875500000000001 -0.22665999999999997 0.087580000000000005 0.10299500000000002 0.092475000000000016 0.13712500000000002 0.10210000000000001 -0.091944999999999985 -0.11255999999999998 -1.0000000180025095e-35 -0.13309499999999996 -0.10011499999999998 -0.54165499999999989 0.111945 0.13534000000000004 0.11259000000000001 -0.23051499999999997 0.10033500000000002 0.092355000000000007 0.088305000000000008 0.091600000000000015 0.081320000000000017 -0.092399999999999982
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 -5 6 8 18 -6 10 11 13 -12 14 -10 17 -17 -16 19 -7 -21 -14 23 -18 25 26 27 28 29 -25
right_child=-2 2 3 4 5 7 -8 -9 9 -11 12 -13 21 -15 15 16 22 -19 -20 20 -22 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=-0.00094425280004758853 0.0014574432041882259 0.0014572375480771016 0.001326406979933955 -0.0013464959295145496 0.0010400623122795211 0.0014570893180505446 -0.0012764176834150207 -0.00071707774736672601 -0.0011752652543482729 -0.0012030289699055518 0.00056539208121390491 0.00057329007777933349 -0.0013724509504671393 -0.0014570472425554162 -5.0879158849137334e-05 -0.0012424744593477668 0.0013283216691833825 0.0010990137790101262 0.0014569886923773815 -0.00076748654144792258 0.00072495837986399556 0.00013417772011250644 -0.0013589989874762678 -0.0013709912974967022 0.00086635439193585211 -0.0012944163961319303 0.00056716425059669562 0.00069474862268888409 -0.0013852196419782427 -5.4318804344896939e-05
leaf_weight=0.0040440377421111498 0.0012286328121717807 0.0011116758347426972 0.0012952829417827152 0.0012163891508691895 0.0015637642577530633 0.0014637397811867459 0.0017933816779063241 0.0013452622424665606 0.0024776942868687249 0.0016525831070444133 0.0089803931040819407 0.0050590904669718375 0.0013132969858844499 0.001639847684950623 0.0040993157557949189 0.0020737402220958314 0.0013132078479998052 0.0022515483785241373 0.0021396941139713022 0.0020448277601872178 0.001764023553569416 0.0016955699074969743 0.0011200433983731264 0.0011094690129773719 0.0015250075376229679 0.0033649896201222154 0.0044558397305252137 0.0012604301268766003 0.0022752530800040915 0.0065026699072747952
leaf_count=179 23 88 10 45 14 43 85 14 282 128 108 192 15 137 102 541 15 20 136 18 57 28 28 82 47 223 140 10 30 281
internal_value=0 -5.97495e-05 -8.58283e-06 -3.22689e-05 -5.83407e-05 -3.47017e-05 -0.000109432 0.000456191 -7.18812e-05 -0.00010398 -6.93963e-05 -0.000176347 0.000292138 -0.000283271 -0.000226373 -0.000151383 -0.000280472 0.000356788 0.000669129 0.000349404 -7.62787e-05 -0.000523429 -0.000193459 -0.000133595 -0.000227272 -0.000315196 -0.000104023 -0.0003723 -0.000508326 -0.000246224
internal_weight=0 0.0739521 0.069908 0.0687964 0.0675011 0.0662847 0.0575271 0.00875755 0.0557338 0.05417 0.0525174 0.0405281 0.0119893 0.0354691 0.0338292 0.0313515 0.0250007 0.00635086 0.00741229 0.00527259 0.00380885 0.00300887 0.0229269 0.0218069 0.0204937 0.0189687 0.0156037 0.0111478 0.00988739 0.00761214
internal_count=3121 3098 2919 2831 2821 2776 2508 268 2423 2409 2281 2130 151 1938 1801 1519 1397 122 254 118 75 43 856 828 813 766 543 403 393 363
is_linear=0
shrinkage=0.00145689


Tree=884
num_leaves=31
num_cat=0
split_feature=39 42 9 156 1365 4 41 48 150 158 14 1429 1213 156 42 480 42 42 43 4 0 48 133 160 403 15 1 13 47 51
split_gain=0.00195135 0.00184349 0.00143376 0.00115763 0.00114548 0.00118083 0.00153063 0.0014661 0.00139263 0.00146104 0.00135032 0.00127604 0.00167382 0.00151772 0.00123764 0.00125935 0.00118067 0.00117924 0.00124345 0.00226444 0.00155293 0.00138824 0.00123723 0.00118577 0.00108015 0.00103681 0.000959509 0.000888721 0.000809086 0.000862981
threshold=0.16946000000000003 -0.26584999999999998 -0.036024999999999995 -1.0000000180025095e-35 1.0000000180025095e-35 0.27834500000000006 0.078475000000000017 0.12796000000000005 -0.22665999999999997 0.094245000000000009 -0.46885499999999997 0.084545000000000009 -1.0000000180025095e-35 0.083840000000000012 -0.11466499999999999 0.084710000000000021 -0.106335 -0.0060199999999999993 -0.50216499999999986 -0.51843499999999987 0.041630000000000007 -0.09386499999999999 0.13334500000000002 -0.098904999999999979 0.03138500000000001 -0.095869999999999983 1.0000000180025095e-35 -0.28558999999999996 0.10954500000000002 0.11381000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 5 6 8 10 -5 11 -7 12 -10 14 -14 16 -16 24 -19 -20 21 -21 23 -23 -18 -25 -26 -27 29 -12
right_child=-2 2 3 4 -6 7 -8 -9 9 -11 28 -13 13 -15 15 -17 17 18 19 20 -22 22 -24 25 26 27 -28 -29 -30 -31
leaf_value=-0.0012687116275446513 0.0012691317076030215 0.0012686823960699845 -0.0012683934952041804 0.00098960406275050406 -0.00096435460158656176 -0.00033206354955295838 -0.001101517118896971 -0.0010377366759577223 -0.0012683884051177812 -0.0010986805235609924 0.001260274544340127 0.00075126502371430394 -0.0011691367162297156 -0.00074096060531812107 0.0012245474356445713 -0.001268418036158717 -0.0010382626402446733 0.0011084701104090555 -0.0012201712667424909 -0.0012686258302028262 0.00075691433862042155 -0.00080800239752169822 -0.0012318721730780436 -0.00016195306171574571 -0.00052164573726121849 0.0011757241130936878 0.00097123002017072036 0.00027454651471640364 -0.00013847996751249745 -4.9917224494991612e-06
leaf_weight=0.0019183442965058353 0.001873354511005231 0.0013845262818144013 0.0012018860652842625 0.0021461017244632776 0.001993118263690973 0.0020333886496359818 0.0021550900929341301 0.0010042446747320364 0.0017797376335737516 0.0020646014578584717 0.0048033662040580785 0.0033174335766723564 0.0013330758836218584 0.0043474038806809992 0.0014515917964672545 0.0011101430442161933 0.0028125831654506319 0.0020105041721762964 0.002028023246239726 0.0012362323728893889 0.0058627612892507832 0.0019747928840274645 0.001085782795769318 0.0087711082625787605 0.0017639003914240448 0.0019321185645253527 0.001140244248063027 0.019799945555734073 0.0011340628128664321 0.0010581697348470698
leaf_count=18 23 89 163 15 62 32 96 12 412 184 208 110 69 280 7 134 315 12 16 11 46 113 125 106 54 37 9 340 16 7
internal_value=0 -3.92305e-05 -1.13961e-05 -3.26591e-05 -1.45798e-05 9.03673e-06 -4.91924e-05 0.000416005 -1.58259e-05 -4.86076e-05 0.000577697 -1.4604e-05 -5.66411e-05 -1.98769e-05 3.78414e-05 6.82114e-05 9.68187e-05 6.43501e-05 0.000133716 8.78108e-05 0.000153045 5.13114e-05 9.99279e-05 0.000144452 -0.000478052 0.000206114 6.44969e-05 0.000354667 0.000842134 0.00103186
internal_weight=0 0.0866543 0.0847359 0.0833514 0.0821495 0.0801564 0.0701232 0.0100332 0.0679681 0.065822 0.00902899 0.0637574 0.0604399 0.0586602 0.0543128 0.0529797 0.0518696 0.050418 0.0447013 0.0426908 0.0406627 0.0348 0.0335637 0.032478 0.00571673 0.0305032 0.00290414 0.0217321 0.0069956 0.00586154
internal_count=3121 3098 3080 2991 2828 2766 2491 275 2395 2380 263 2196 2086 1674 1394 1325 1191 1184 806 794 778 732 721 596 378 483 63 377 231 215
is_linear=0
shrinkage=0.00126831


Tree=885
num_leaves=31
num_cat=0
split_feature=39 42 42 151 1348 1456 1425 15 50 42 1374 156 42 33 1366 13 13 1 15 1374 131 48 43 403 1 43 1374 47 160 160
split_gain=0.00198248 0.00226534 0.00148121 0.00135758 0.0015105 0.00143028 0.00134078 0.0022274 0.00327324 0.00145364 0.00149507 0.00155045 0.00150101 0.00189006 0.00161479 0.00138068 0.00147705 0.00161619 0.00198334 0.00181435 0.00149253 0.00136352 0.00127147 0.00122003 0.00165565 0.0012071 0.00125283 0.00141822 0.0013056 0.00135525
threshold=0.16946000000000003 -0.11051499999999999 -0.106335 -0.5225749999999999 0.090205000000000021 -1.0000000180025095e-35 1.0000000180025095e-35 -0.24436499999999997 0.11843500000000001 -1.0000000180025095e-35 0.10637000000000001 0.091255000000000017 0.092145000000000019 -0.0066799999999999993 -0.082084999999999991 -0.53104499999999988 -0.47860499999999995 0.094385000000000011 0.040760000000000005 -0.094929999999999987 0.023795 0.12879500000000002 0.15359500000000004 0.03138500000000001 1.0000000180025095e-35 -0.12152999999999999 -1.0000000180025095e-35 0.09550500000000002 0.099315000000000014 0.092070000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 5 -5 7 8 -7 23 11 12 13 -11 -15 -16 -17 19 21 -18 25 -19 -14 -9 -25 -21 -27 28 29 -28
right_child=-2 2 3 4 -6 6 -8 9 -10 10 -12 -13 22 14 15 16 17 18 -20 20 -22 -23 -24 24 -26 26 27 -29 -30 -31
leaf_value=-0.00083444726656486609 0.0012441027368849345 0.0011375875138286322 -0.001150602504517931 -0.00093834610912369397 0.0012295236742282569 0.0012040685232114694 -0.001244170622822061 -0.00097170130980571694 -0.00080644921934490573 -0.0011025556822882099 -0.0011946512059904729 -0.00074432618949984075 -9.055201084554508e-05 -0.0011685593256385359 -0.0005915549189151188 0.0011635355953874041 -0.0012438092069684361 0.00099635241903142896 -0.00040093072762772421 0.0010747993823185349 -0.00099892641346922698 -4.4405696617483403e-05 -0.0010643412773783246 -0.00068400271284980193 0.00083853163967795568 0.0011857168984904165 -6.6535817868162476e-05 0.0010561628986042349 -0.001243635732041678 0.0010346465756376701
leaf_weight=0.0053302681068201343 0.0018772435389280409 0.0017330307662177793 0.0016209963076789782 0.0025661461920378761 0.0015128655203398003 0.0050808301761833255 0.0013120078216264366 0.0044272817920276708 0.0016614457990726805 0.0016965617542155078 0.0015228349485596473 0.0035947193557390724 0.0106401090312227 0.0012424386844926963 0.0027384019756482294 0.0029825984637454886 0.001501902128410392 0.010058784138884391 0.0025893047147746992 0.0023879533936224098 0.0016167367788852962 0.0024132782331207645 0.0025748305455408635 0.002673294299954776 0.0018815280446915494 0.0016657763771945602 0.016403343665640335 0.0020296364460250507 0.0012923339409454107 0.0019315171200560135
leaf_count=179 23 10 45 268 33 216 73 492 15 26 26 135 399 36 18 19 25 190 31 21 80 20 52 107 31 4 454 30 54 9
internal_value=0 -4.55753e-05 -1.47687e-06 -2.25626e-05 -2.68673e-06 -2.32886e-05 3.41965e-06 2.23193e-05 0.000708633 -3.56198e-05 2.40965e-05 5.08547e-05 9.4319e-05 0.000188522 0.000231594 0.000266658 0.000316796 0.000259256 0.000589375 8.67902e-05 0.00015992 0.000794971 -0.000280287 -0.000506876 -5.50669e-05 0.00023279 0.000146579 6.66516e-05 -3.56732e-05 4.94701e-05
internal_weight=0 0.100683 0.0953525 0.0936195 0.0919985 0.0904856 0.0879194 0.0866074 0.00674228 0.0798652 0.0708831 0.0693602 0.0657655 0.0525506 0.050854 0.0496116 0.0468732 0.0438906 0.0150614 0.0288292 0.0273273 0.0124721 0.0132149 0.0089821 0.00455482 0.0257106 0.0233226 0.0216568 0.0196272 0.0183349
internal_count=3121 3098 2919 2909 2864 2831 2563 2490 231 2259 1629 1603 1468 1017 991 955 937 918 241 677 652 210 451 630 138 572 551 547 517 463
is_linear=0
shrinkage=0.00124344


Tree=886
num_leaves=31
num_cat=0
split_feature=39 42 1425 4 1348 1456 11 1 157 157 1213 0 0 131 2 0 3 4 158 0 4 52 2 403 52 3 1374 1374 160 42
split_gain=0.00112682 0.00120501 0.00103963 0.00127053 0.000865692 0.00105389 0.000942944 0.000947711 0.00127543 0.00107034 0.00121688 0.00100749 0.00139677 0.000729085 0.000728692 0.00125511 0.000847636 0.000803648 0.000719612 0.000906954 0.000923879 0.00102141 0.000835108 0.0010434 0.000909582 0.00074872 0.000755151 0.000827372 0.000731635 0.000823429
threshold=0.16946000000000003 -0.26584999999999998 1.0000000180025095e-35 0.50996500000000011 0.090205000000000021 -1.0000000180025095e-35 0.087830000000000005 0.10538500000000002 -0.084489999999999996 -0.08107499999999998 -1.0000000180025095e-35 -0.036484999999999997 -0.053834999999999994 0.10216000000000001 1.0000000180025095e-35 -0.10324499999999999 0.088060000000000013 0.033845000000000007 0.084765000000000021 0.041630000000000007 -0.49405499999999997 0.10347000000000002 0.11067500000000001 -1.0000000180025095e-35 -0.11592499999999999 0.10299500000000002 -0.094929999999999987 -1.0000000180025095e-35 -0.087694999999999981 0.08623500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 -3 7 8 -7 -10 -11 12 13 14 15 -9 -16 -18 19 22 21 -21 23 -12 -25 26 -26 -28 -29 -30
right_child=-2 2 -4 -5 -6 6 -8 11 9 10 18 -13 -14 -15 16 -17 17 -19 -20 20 -22 -23 -24 24 25 -27 27 28 29 -31
leaf_value=-0.0014006136284917647 0.001400712980379987 -0.0011125327047813087 -0.001401173943987875 0.0011223914546984433 0.0012368104463383552 -0.001398470902374094 -0.0008031047068521183 0.00028601703573574255 0.00093648030919267434 -0.0012578814557023413 -0.0011676782711612932 0.0012691064395015618 -0.0012336639492546825 0.0013565078091908377 0.0014003927601056001 -0.0013224398346239408 0.00078380735130720758 -0.00014531740145674833 -0.0010340644848335578 -0.0010122667899007442 0.00086682985648619734 0.00053993274822636815 -0.00086250355170208151 -0.00093058812865404465 -0.00091276082514147618 0.0011534747462904526 0.0013271925834298032 -0.00088384725075801981 -0.00010440422819079732 0.00056890543980821651
leaf_weight=0.001286847608213292 0.0010539035564960378 0.0018266004811020578 0.0010712252337139452 0.0018857501078599617 0.0010188442331156003 0.0014532632235937362 0.0029690122250478615 0.0026586339408822823 0.0019960578130220332 0.0017445393807617995 0.001548498232198269 0.0018085324714398601 0.0012847353487188693 0.0011565465443936782 0.0014513343392650313 0.0014813547151533166 0.0030743411470268711 0.0044936738039496049 0.0014292075488899761 0.0014536871375980809 0.0040309719815923009 0.0019416568399606149 0.0028032310868342228 0.0018157891870145227 0.0015186516338872016 0.0012500188754529509 0.001041055154928471 0.0015263818438606682 0.010150185286368799 0.0054869973732616364
leaf_count=18 23 283 78 140 37 166 83 24 66 438 368 82 43 13 60 51 51 64 114 32 49 13 110 99 14 13 4 171 287 127
internal_value=0 -5.83111e-05 -3.26718e-05 -1.05605e-05 -4.37283e-05 -6.43083e-05 -3.32097e-05 5.798e-06 -0.000109976 -6.28529e-05 -0.000115706 0.00027972 0.000165023 0.000290544 0.000196859 -0.000289515 0.00042011 0.000232119 -6.03513e-05 -2.00923e-05 0.000413531 -0.000124628 -0.000138741 -5.53772e-05 2.02027e-05 0.000102519 3.59112e-05 0.000115051 4.15282e-05 0.000131856
internal_weight=0 0.0686576 0.0673708 0.0662996 0.0644138 0.063395 0.0615684 0.0585993 0.0411902 0.0397369 0.0377409 0.0174092 0.0156006 0.0143159 0.0131593 0.00413999 0.00901935 0.00756801 0.0359963 0.0345671 0.00742632 0.00339534 0.0271408 0.0243376 0.0227891 0.0209733 0.0197233 0.0182046 0.0171636 0.0156372
internal_count=3121 3098 3080 3002 2862 2825 2542 2459 2071 1905 1839 388 306 263 250 75 175 115 1401 1287 94 45 1193 1083 715 616 603 589 585 414
is_linear=0
shrinkage=0.00140032


Tree=887
num_leaves=26
num_cat=0
split_feature=150 1447 4 1 15 48 13 457 158 150 147 0 43 12 12 42 15 16 0 16 3 151 15 12 4
split_gain=0.000237477 0.000293354 0.000320959 0.000410789 0.000282172 0.000390051 0.000509611 0.000324365 0.000295409 0.000272065 0.000351294 0.000357103 0.000479864 0.000299734 0.000409906 0.000293688 0.000356186 0.000304038 0.00028092 0.000415151 0.000272945 0.000230112 0.000221516 0.000175539 0.000140833
threshold=-0.22665999999999997 -1.0000000180025095e-35 0.27287000000000006 0.111945 -0.14147499999999996 0.092475000000000016 -0.0057949999999999989 0.10259500000000001 0.07968500000000002 0.08882000000000001 0.085050000000000014 -0.10607499999999999 -0.072534999999999988 0.10711000000000002 0.10016000000000001 0.092145000000000019 0.091295000000000015 -0.088394999999999987 -0.084269999999999984 0.15891500000000003 -0.078934999999999991 -0.0096649999999999982 0.079055000000000014 1.0000000180025095e-35 -0.0024449999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 4 -4 -3 8 -7 -8 9 10 11 12 -6 14 15 16 17 -13 -19 20 -20 -11 24 -21 -14
right_child=1 2 3 -5 5 6 7 -9 -10 21 -12 13 22 -15 -16 -17 -18 18 19 23 -22 -23 -24 -25 -26
leaf_value=0.001642940498206804 -0.0018762772131652474 -0.0017161387473008055 -0.00016964634675572013 0.0021238124943174256 0.002816683959492256 0.0025827066904862426 -0.00095685998701384328 0.001556108086292388 -0.0020533796854762441 -0.00016548492441482681 -0.0019836105683459383 -0.0020524897702441027 0.0018195612928571013 -0.0020432873903509299 0.0016870429203945279 -0.0015746248431011262 0.0017499031818467353 -0.00116461273907645 0.00048807656272605227 0.00021600339805290074 0.0027564187700844273 -0.0025220527608991994 -0.0010930682568390943 -0.0018231348840240492 8.3306129626467314e-07
leaf_weight=0.0010358028070385208 0.0010764329016192944 0.0013402914959096358 0.0019979385554478304 0.0018769728215586312 0.0012440117438687892 0.0014841054207472837 0.0016500912878618648 0.0010362116940427768 0.0010673092125249575 0.0010033193210432501 0.0010686807703628167 0.0010555343535363316 0.0010326808159106804 0.0010010577687937791 0.0014966163835099531 0.0018054380281449242 0.0012197659772201783 0.0019290626088092023 0.0018760480747781428 0.0010756240586387023 0.0010119281219136645 0.0010517351380663334 0.0010421957906885382 0.0010185089960392801 0.0010787465906076854
leaf_count=30 299 151 87 237 61 125 75 11 192 87 68 213 23 123 106 257 104 222 267 54 52 71 42 135 29
internal_value=0 -6.92317e-05 -7.40954e-06 0.000941285 -0.000140655 -6.02088e-05 0.000927142 1.24897e-05 -0.000246712 -0.000154937 -2.30432e-05 9.40918e-05 0.000965228 -0.000189901 -4.13365e-05 -0.000276666 -2.15752e-05 -0.000292803 -2.40479e-05 0.000417577 0.00128289 -0.00137153 0.000234883 -0.000775758 0.000890357
internal_weight=0 0.0325403 0.0314639 0.00387491 0.027589 0.0262487 0.00417041 0.0026863 0.0220783 0.021011 0.0189559 0.0178872 0.00439763 0.0134896 0.0124885 0.0109919 0.00918647 0.00796671 0.00691117 0.00498211 0.00288798 0.00205505 0.00315362 0.00209413 0.00211143
internal_count=3121 3091 2792 324 2468 2317 211 86 2106 1914 1756 1688 155 1533 1410 1304 1047 943 730 508 319 158 94 189 52
is_linear=0
shrinkage=0.00352023


Tree=888
num_leaves=23
num_cat=0
split_feature=124 42 131 0 4 0 14 48 2 48 0 3 3 48 12 12 0 13 3 16 1 13
split_gain=0.00022072 0.000369887 0.000250239 0.00024868 0.000495515 0.000433457 0.000380039 0.000482245 0.000502544 0.000579615 0.000381171 0.000395445 0.000576331 0.000284631 0.000261127 0.000578123 0.000426393 0.000225051 0.000662673 0.000144303 6.8411e-05 6.16077e-05
threshold=0.10281000000000001 -0.11051499999999999 0.092225000000000015 -0.062294999999999996 -0.49405499999999997 -0.10011499999999998 -0.10708499999999999 0.12879500000000002 0.098035000000000011 0.086035000000000014 -0.10224499999999999 0.084940000000000015 -0.074939999999999993 0.016865000000000002 0.091840000000000019 0.088245000000000004 -0.084044999999999995 -0.074044999999999986 -0.10023499999999998 -0.088159999999999988 0.10797500000000002 0.10443000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 5 -5 6 -3 8 9 10 11 12 -8 -10 15 16 -7 -6 21 -17 -4 -19
right_child=-2 2 20 4 17 14 7 -9 13 -11 -12 -13 -14 -15 -16 19 -18 18 -20 -21 -22 -23
leaf_value=-0.0017708466732730575 0.0013360026083481381 -0.0014066592503319871 -0.0017339841125163557 -0.00083695400410476427 0.0020922390882103714 -0.002759820201883222 0.00083217204640895486 -0.0015638639827655644 0.00079452108948115704 -0.0014599181427896607 0.0023437518417214268 0.0015169849911002389 -0.0020220909511019288 0.0026795394338215875 -0.0020024258684679694 0.0016496570762094659 -0.00028214001877147418 0.0012467996448607176 -0.001193494275559475 3.2885983288712463e-06 -0.00051180692644707982 0.0023732967057017531
leaf_weight=0.0013448331423159257 0.0012809488986942332 0.001389569705544603 0.001006286868648675 0.0018871731840608419 0.0018086204682523643 0.0013684386460006649 0.0017313161306922202 0.0012181713927361679 0.0018982903217574796 0.0018477129592522346 0.0011916950201094007 0.0017472999263219435 0.0014143738669138983 0.001645498643927823 0.0014916239842867052 0.0011446113403867919 0.001731188358250705 0.0011061652509098963 0.001326341808642442 0.0011999672522016169 0.0010095689570999156 0.001033181972559305
leaf_count=169 39 52 241 149 79 520 84 32 137 59 17 45 44 80 462 80 243 65 166 223 91 44
internal_value=0 -6.86523e-05 7.1552e-06 8.79186e-05 0.000621774 -9.39671e-05 0.000240318 0.000420602 0.000631249 0.000167278 0.000661402 0.000251664 -0.00045117 0.0016698 -0.000772768 -0.000435862 -0.001376 0.00114371 0.000648712 0.000807037 -0.0011219 0.00179083
internal_weight=0 0.0315419 0.0301971 0.0281812 0.00716148 0.0210198 0.0140839 0.0126944 0.0114762 0.0079324 0.00608468 0.00489299 0.00314569 0.00354379 0.00693583 0.00544421 0.00309963 0.00527431 0.00346569 0.00234458 0.00201586 0.00213935
internal_count=3121 3082 2913 2581 503 2078 550 498 466 249 190 173 128 217 1528 1066 763 354 275 303 332 109
is_linear=0
shrinkage=0.00331719


Tree=889
num_leaves=25
num_cat=0
split_feature=147 51 1 47 11 1 15 3 2 51 3 4 4 51 15 15 4 133 0 403 16 13 150 1
split_gain=0.000217704 0.000282378 0.000438424 0.000409911 0.000409499 0.000264909 0.00055462 0.000676866 0.000475659 0.000421884 0.000353192 0.000277167 0.000361774 0.000287512 0.000372624 0.000471843 0.000302611 0.000294938 0.000280464 0.000267289 0.000216924 0.000135828 0.000101801 9.86257e-05
threshold=0.089025000000000007 -0.40274499999999996 0.13604000000000002 0.11939500000000002 0.088215000000000002 0.094385000000000011 0.035560000000000008 0.11924500000000002 0.090310000000000015 0.08955500000000001 0.13524500000000003 -0.15289999999999995 -0.49405499999999997 0.045645000000000005 -0.0063699999999999989 -0.088429999999999995 -0.077834999999999988 0.083950000000000011 -0.10224499999999999 0.084620000000000015 -0.014034999999999997 -1.0000000180025095e-35 0.081835000000000019 0.10723500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 9 7 8 23 11 -9 12 -3 14 15 18 17 -16 -13 20 -18 -14 -10 -7
right_child=-2 2 -4 -5 -6 6 -8 10 22 -11 -12 13 21 -15 16 -17 19 -19 -20 -21 -22 -23 -24 -25
leaf_value=-0.0017396430962261958 0.0012507509417113271 -0.00049043757835260542 0.0015357179929793448 -0.0021579154683970501 -0.0020088635793294304 0.0011309816045172072 -0.0015862538393303374 -0.0019328816784593254 0.0020408971041193033 -0.0021455718303607569 0.00063430412522154692 -0.0017385522685273262 0.0022661698439935185 0.0011403727601000974 -0.0022865997572730106 -0.0032946714454749971 -0.00098735278973972667 0.00023220004942749799 0.0005085129958952799 0.0018455610853477314 0.00080505136477947376 0.0006511491048551691 0.003383777051844246 -0.00034357656721600459
leaf_weight=0.0011228919119501404 0.0014885314565375998 0.0016987994068209389 0.001958865051784108 0.0010864158980359298 0.0011533213145780144 0.0010282687136689006 0.0012101360011875784 0.0011470323352114065 0.0018078211081089535 0.0011802846208989184 0.0013191035345663238 0.0012560632040532482 0.001339986654642189 0.001360912519289049 0.0011034564644408738 0.0010524152972037869 0.001457141517363425 0.0010280568208744789 0.0012879208004799025 0.0011970963971936754 0.0016463775245747631 0.0010740204229131517 0.0010058566650066325 0.0010490881348790282
leaf_count=112 124 57 157 67 90 77 96 11 140 227 51 96 31 49 425 366 210 178 224 54 92 31 60 96
internal_value=0 -7.43473e-05 -1.08483e-05 -0.000121054 -3.72431e-05 5.28134e-05 0.000536427 0.000885574 0.00161432 -0.000195546 -0.000559728 -4.70784e-05 0.000705803 -0.000318949 -0.000516985 -0.00138921 -2.92948e-05 -0.00107175 -0.00060095 0.000487377 -3.65051e-05 0.00154763 0.00252096 0.000386313
internal_weight=0 0.0305713 0.0294484 0.0274896 0.0264032 0.0252498 0.00856731 0.00735717 0.00489103 0.0166825 0.00246614 0.0155022 0.00411281 0.0113894 0.0100285 0.0035964 0.00643213 0.00213151 0.00254398 0.00430062 0.00310352 0.00241401 0.00281368 0.00207736
internal_count=3121 2997 2885 2728 2661 2571 531 435 373 2040 62 1813 119 1694 1645 686 959 603 320 356 302 62 200 173
is_linear=0
shrinkage=0.00338353


Tree=890
num_leaves=31
num_cat=0
split_feature=39 42 9 1 43 50 51 50 401 14 131 123 48 147 52 474 48 52 2 1 0 0 484 51 16 159 4 0 12 13
split_gain=0.00179049 0.00151494 0.00129979 0.0012275 0.00135417 0.0011729 0.00118155 0.00109471 0.00152221 0.00107032 0.00109681 0.00100006 0.000997281 0.00130577 0.00178221 0.00123672 0.000936691 0.00198714 0.0011752 0.00126887 0.000939344 0.00154262 0.000846851 0.00114109 0.00108822 0.00111447 0.00122097 0.00116028 0.00109568 0.00137209
threshold=0.16946000000000003 -0.26584999999999998 -0.036024999999999995 0.104035 0.26746000000000009 0.10124500000000002 -0.10748999999999999 0.10030500000000002 0.083100000000000021 0.062655000000000016 0.085815000000000016 1.0000000180025095e-35 -0.086869999999999989 1.0000000180025095e-35 0.34769500000000003 -1.0000000180025095e-35 0.12879500000000002 0.024145000000000003 0.10467500000000002 0.13075500000000004 -0.10324499999999999 -0.026509999999999995 -0.0068949999999999992 -0.090529999999999985 0.19444000000000003 0.091530000000000014 -0.49013999999999996 0.041630000000000007 0.096295000000000019 -0.14179999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 5 12 6 -4 8 9 10 11 22 -5 14 15 -14 18 -18 19 20 -17 -22 -8 -24 25 26 -25 28 29 -28
right_child=-2 2 3 4 -6 -7 7 -9 -10 -11 -12 -13 13 -15 -16 16 17 -19 -20 -21 21 -23 23 24 -26 -27 27 -29 -30 -31
leaf_value=-0.0014572917320383623 0.0014576548507507505 0.0014572018581352111 -0.0014569939951568492 -0.00086661766252455245 -0.0011537722654312102 -0.0014569817845929069 -0.0010845476330741946 0.001342038538052938 -0.0014569916623719753 -0.0014569990206483973 -0.00079989064492953712 0.00095197302355512557 -0.001199007905119184 0.0014571492045366387 -0.0014570219286371344 0.00047796538168019316 -0.00093799082672112134 0.0011135302325238443 0.00096213626426196078 0.0011178563743145984 -0.0013979078957983497 0.00063235314661274104 0.0010878678422073765 -0.0014572047274375257 0.00048386360142015685 -0.0013952179540204332 0.0013403650165947102 0.00099684710139133666 -0.0012779650611977552 -0.00013777659848391853
leaf_weight=0.0015955838512127221 0.0017030616874933449 0.0012385721222294413 0.0014101213829187378 0.0015411638241857864 0.0014934888524749104 0.0014819115008650732 0.0015716017070115376 0.0010860307156690388 0.0017857758737331855 0.0011784520100519549 0.0037985846993038299 0.0022986768260864201 0.0010582490716330986 0.0020435156319109629 0.0012398662939432361 0.0027869397504218796 0.0027471164162307096 0.0015776782180410009 0.0082644914914524747 0.0022906782113381041 0.0021868334378325471 0.0012474856801532042 0.0019648752987890808 0.0013515644427570658 0.0065509287565248533 0.0015027169619390426 0.0014230319833359309 0.0021170952259126343 0.0016392042275725762 0.021049180100161116
leaf_count=18 23 89 189 20 18 291 212 6 217 60 278 60 30 55 33 17 40 15 246 37 63 18 41 14 97 52 11 22 144 705
internal_value=0 -5.13194e-05 -2.39368e-05 -4.66726e-05 0.000196638 -0.000179385 -0.000142063 -0.000104465 -0.000137036 -8.62859e-05 -5.06019e-05 1.80335e-05 0.000271379 0.000340312 0.000242776 0.000337883 0.00041496 -0.000189599 0.000570809 0.000190858 -0.000150465 -0.000660434 -3.67741e-05 7.02232e-06 -5.25765e-05 -0.00017341 -0.000106839 -3.72544e-05 -0.000128053 -4.41747e-05
internal_weight=0 0.0835214 0.0819258 0.0806873 0.0284775 0.0522098 0.0507278 0.0493177 0.0482317 0.0464459 0.0452675 0.0414689 0.026984 0.0254429 0.0233993 0.0221595 0.0211012 0.00432479 0.0167764 0.00851194 0.00622126 0.00343432 0.0391702 0.0375986 0.0356337 0.0290828 0.0275801 0.0262285 0.0241114 0.0224722
internal_count=3121 3098 3080 2991 592 2399 2108 1919 1913 1696 1636 1358 574 554 499 466 436 55 381 135 98 81 1298 1086 1045 948 896 882 860 716
is_linear=0
shrinkage=0.00145689


Tree=891
num_leaves=24
num_cat=0
split_feature=133 1 159 131 15 48 49 51 0 0 2 15 15 2 43 3 2 2 15 4 13 4 0
split_gain=0.000216413 0.000291212 0.000463018 0.000257395 0.000266691 0.000283912 0.00030991 0.000323003 0.000379986 0.000572116 0.000272187 0.000251011 0.000415697 0.000407372 0.000346658 0.000380673 0.000515198 0.000344159 0.000244772 0.000333719 0.00023038 0.000175301 6.09935e-05
threshold=-0.25159999999999993 0.104035 0.091530000000000014 0.088845000000000021 -0.11713499999999999 0.093265000000000015 -0.087004999999999985 0.08955500000000001 -0.10011499999999998 -0.084269999999999984 0.089775000000000008 -0.016799999999999995 0.035560000000000008 0.13754500000000003 -0.14035499999999998 0.11924500000000002 0.11389000000000002 0.10045500000000002 0.088655000000000025 -0.51843499999999987 -0.0090849999999999976 0.053180000000000012 -0.036484999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 6 -6 8 10 -10 21 13 -13 14 -3 17 -17 -16 19 -11 22 -8 -21
right_child=1 11 -4 -5 5 -7 7 -9 9 18 -12 12 -14 -15 15 16 -18 -19 -20 20 -22 -23 -24
leaf_value=-0.0015640777728223164 -0.0016435989091319347 -0.0017561795643727569 -0.0024277926190175406 -0.0016430933049391772 -0.0014591075550668814 0.0018200807254295966 -0.00025159506673815999 -0.0015189943791740477 -0.0022328259199708412 -0.00091998317000214049 0.0021357241672227798 0.0025860635551975182 8.6946934599881661e-05 0.0021260219708135525 9.1131104012353694e-05 0.00096780323361704296 -0.0023385283203882215 0.0024608876103076327 -0.0010903138864090699 0.0024774365914340692 2.4577001079176838e-06 0.0014971914162513875 0.0013069066889723078
leaf_weight=0.0010768959874225539 0.0011097889059128408 0.0013619866866960715 0.0011097050167222502 0.0012280217330080659 0.0015890632019408555 0.0011575159682655203 0.0017878863280245101 0.001247841993511912 0.0013367566567903362 0.0011792766019755848 0.0019523444001556811 0.0016119268306624699 0.0016890575653114581 0.0011174651217062959 0.0019391289376065038 0.0010644077338617386 0.0012939973735299759 0.0012483411441053249 0.0012034917808501078 0.0011674943327111276 0.0011876482796167173 0.0011785460651108082 0.0010457814204798393
leaf_count=187 135 34 206 274 76 73 56 166 454 20 72 91 60 128 157 43 48 111 323 164 198 19 26
internal_value=0 4.13346e-05 -0.000219632 -8.62504e-05 2.52696e-05 0.000140782 1.01157e-05 0.000185827 0.000362528 -0.000157264 0.00111498 0.000490195 0.00130731 0.000154099 -0.000164894 0.000225903 -0.000846297 0.00101922 0.00032245 0.000693667 0.0012532 0.000443187 0.00192436
internal_weight=0 0.0308075 0.0194812 0.0183715 0.0171434 0.0160336 0.0148761 0.0132871 0.0120392 0.00712045 0.00491878 0.0113263 0.00330098 0.00802533 0.00690786 0.00554588 0.00235841 0.00318747 0.00578369 0.0045802 0.00340092 0.00296643 0.00221328
internal_count=3121 2934 2262 2056 1782 1647 1574 1498 1332 1185 147 672 151 521 393 359 91 268 731 408 388 75 190
is_linear=0
shrinkage=0.00352023


Tree=892
num_leaves=23
num_cat=0
split_feature=1213 475 157 0 160 150 1 3 15 16 2 483 49 52 1 4 160 42 15 4 4 13
split_gain=0.000215936 0.000213553 0.000265825 0.000260183 0.000572914 0.000431917 0.00039409 0.000558186 0.000542431 0.000384727 0.000401178 0.000304518 0.00029938 0.000312578 0.000493591 0.000426892 0.000292063 0.000306641 0.000263456 0.00019496 9.61027e-05 8.88469e-05
threshold=-1.0000000180025095e-35 -0.08459499999999999 -0.075754999999999989 -0.062294999999999996 -1.0000000180025095e-35 -1.0000000180025095e-35 0.077565000000000009 -0.084074999999999997 0.083935000000000023 -0.056919999999999991 0.085105000000000014 0.083095000000000016 0.0093850000000000027 0.11434500000000002 0.13501500000000002 -0.49405499999999997 0.088020000000000015 -1.0000000180025095e-35 -0.10469999999999999 -0.0073899999999999999 0.053180000000000012 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 19 4 11 -6 7 -7 -9 16 -11 -4 13 14 15 -5 17 -8 -19 -3 -20 -17
right_child=1 2 3 12 5 6 9 8 -10 10 -12 -13 -14 -15 -16 21 -18 18 20 -21 -22 -23
leaf_value=-0.0022270113001900101 -0.0021494169780822154 0.00041368338272959306 -0.0039592503697341566 -0.00036108201006731036 -0.0028191256450981975 -0.0036884770282126023 -0.00054397123235790578 -0.0023778442779152295 0.0018475538500068776 -0.0033442777280831065 0.0010601613752331872 -0.00059172953081180926 0.0032216777151694177 -0.0015812558095636897 -0.0019518817363660729 0.003627136403935 -0.00049297863038939719 0.00071894088400956623 0.0022468890479268051 0.0033294954670152078 0.0038814408204353476 0.001918262998801731
leaf_weight=0.0010376389811237443 0.0010267487501083297 0.0011982611405372268 0.0014572481889214553 0.0016787545904719536 0.0011959010625535163 0.0012975614560608549 0.0011611084662073176 0.0012262983503731348 0.0018544670921327722 0.0010060703815799607 0.001003781482493693 0.0011813551059639549 0.0010219331253686903 0.0015638922211760331 0.0011753626018466967 0.001441518429581734 0.0018046120590913262 0.0017968572592668161 0.0017988587098933789 0.0010413451646948948 0.0016997434228684938 0.0015172790110717961
leaf_count=491 218 172 298 57 83 245 88 185 151 93 63 208 84 59 62 82 58 93 93 115 64 59
internal_value=0 5.99634e-05 0.000137859 1.93026e-06 -0.00032495 2.91779e-05 0.000261699 -0.00097657 0.000165635 0.000789548 -0.00114457 -0.00245154 0.000721324 0.000374942 0.000901232 0.00162434 0.0012601 0.00175008 0.00225309 0.00176944 0.00304101 0.00275082
internal_weight=0 0.030149 0.0291222 0.0268826 0.0184839 0.0158453 0.0146494 0.00437833 0.00308077 0.010271 0.00200985 0.0026386 0.00839874 0.00737681 0.00581291 0.00463755 0.00826118 0.00645657 0.00529546 0.00223961 0.0034986 0.0029588
internal_count=3121 2630 2412 2125 1722 1216 1133 581 336 552 156 506 403 319 260 198 396 338 250 287 157 141
is_linear=0
shrinkage=0.00492917


Tree=893
num_leaves=31
num_cat=0
split_feature=39 42 1 50 14 51 0 0 51 1213 50 401 159 43 13 4 376 131 3 12 160 3 48 148 2 14 1 0 51 0
split_gain=0.00170504 0.00158007 0.00114409 0.00136379 0.00123173 0.00125777 0.00116922 0.00125707 0.00116554 0.00115994 0.00110794 0.00108955 0.000907747 0.000924375 0.00126128 0.00122718 0.00133439 0.000990015 0.000888593 0.00115255 0.00113805 0.000947047 0.000811943 0.00129925 0.00113799 0.00217459 0.00144065 0.0013156 0.000948942 0.000850111
threshold=0.16946000000000003 -0.26584999999999998 0.104035 0.10124500000000002 0.062655000000000016 -0.10748999999999999 -0.036484999999999997 -0.053834999999999994 -0.090529999999999985 -1.0000000180025095e-35 0.10030500000000002 0.083100000000000021 -0.032739999999999991 -0.15582499999999996 0.19762500000000002 -0.51843499999999987 0.048375000000000008 0.087580000000000005 0.10299500000000002 0.092355000000000007 0.099315000000000014 -0.16186999999999999 0.12879500000000002 -0.079549999999999996 1.0000000180025095e-35 -0.22253999999999999 0.13021500000000003 -0.10324499999999999 0.14122000000000004 -0.15202999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 -3 7 22 -7 -10 11 12 -11 14 -14 -15 17 18 19 20 21 -17 23 -4 26 29 27 -25 -24 -26
right_child=-2 2 6 -5 -6 8 -8 -9 9 10 -12 -13 13 15 -16 16 -18 -19 -20 -21 -22 -23 28 24 25 -27 -28 -29 -30 -31
leaf_value=-0.0011720607781417315 0.0011722145564624792 -0.0011718040529694876 -0.0010231947666064936 -0.0011718181058152535 -0.0011718230233331902 0.00076160366337045689 0.00078871146559757784 -0.00086368940545058625 -0.0010409777503398356 -0.00094584143641989285 0.0011139948761722347 -0.0011718170641749691 0.00085103977359372808 -0.0011526069000055378 -0.00033588377232169866 0.0011604961411704401 0.00097243791514604948 -0.00089914474173810111 0.00052316277917317051 -0.00076852919947971714 -0.00074132378807207982 2.7733488776903212e-05 -0.00091605950622633873 0.00018366304643014739 -0.00083886993620999365 0.0010318614342496911 0.0010171401789476654 -0.0010596417527544862 0.0002698686598938642 0.00032487296750726634
leaf_weight=0.0016696523959822676 0.0016140854148574127 0.0013467387135710487 0.0010040680228939882 0.0016443748272751959 0.0013965004588314392 0.0024608869289872706 0.0037113751040678258 0.0017884138778185834 0.0016171258057013907 0.0014287555605321236 0.0011315320607536697 0.0011781939401309663 0.0036407837778824606 0.0013740414577512036 0.0018556893295311738 0.0010740237518120773 0.0017519754493804376 0.0018957573174880329 0.0035561005691988603 0.0031235262497730778 0.0025538896234280619 0.017926954521614774 0.0018942945507660616 0.0027357409553872003 0.0013757187043665908 0.0060581622490047957 0.0013662506605101044 0.0020396377826301651 0.0018128787605746766 0.0023070508506179968
leaf_count=18 23 180 12 291 81 71 166 54 421 167 5 83 42 13 29 19 45 142 23 195 74 537 32 19 6 180 31 85 18 59
internal_value=0 -4.43553e-05 -1.99184e-05 -0.000122091 -8.70865e-05 -5.54721e-05 0.000179609 7.86085e-05 -2.31888e-05 -6.69738e-05 -2.99053e-05 -6.12005e-05 -2.86352e-05 5.18079e-06 0.000450317 -6.83897e-05 -2.16627e-05 -7.94664e-05 -2.44305e-05 -0.000103337 -6.94422e-06 9.17625e-05 0.00016044 0.000269451 0.000351169 0.000600213 -4.38259e-05 -0.000347372 -0.000336118 -0.00010985
internal_weight=0 0.0787201 0.0770504 0.0509569 0.0493125 0.047916 0.0260936 0.0223822 0.0465692 0.0441083 0.0424912 0.0413597 0.0401815 0.0387527 0.00549647 0.0332563 0.0318822 0.0301303 0.0282345 0.0246784 0.0215549 0.019001 0.0205938 0.0168866 0.0158826 0.00974093 0.00614163 0.00477538 0.00370717 0.00368277
internal_count=3121 3098 3080 2418 2127 2046 662 496 1866 1795 1374 1369 1286 1119 71 1048 1035 990 848 825 630 556 442 392 380 245 135 104 50 65
is_linear=0
shrinkage=0.00117172


Tree=894
num_leaves=31
num_cat=0
split_feature=39 3 9 42 1425 4 1348 52 52 47 151 47 133 128 52 448 484 33 1 159 16 48 1374 52 16 4 403 1 49 3
split_gain=0.00154379 0.00131863 0.00121177 0.00117041 0.00110317 0.00149699 0.0011303 0.00130511 0.00120904 0.00124193 0.00108434 0.00151639 0.00143398 0.00116013 0.00110792 0.000930788 0.000970641 0.0010683 0.001081 0.00159377 0.00146999 0.000758438 0.00129956 0.00108783 0.0014079 0.00163612 0.000947091 0.000984472 0.00128635 0.0018153
threshold=0.16946000000000003 0.31299000000000005 -0.036024999999999995 -0.26584999999999998 1.0000000180025095e-35 0.50996500000000011 0.090205000000000021 0.19022000000000003 0.13389000000000004 0.13148500000000005 -0.24431999999999998 0.11312500000000002 -0.25159999999999993 0.089290000000000022 0.11434500000000002 -0.083859999999999976 0.085515000000000022 -0.0066799999999999993 0.10538500000000002 0.082585000000000006 0.11346000000000002 0.095425000000000024 -0.094929999999999987 -0.15275999999999998 0.38525000000000004 -0.51843499999999987 -1.0000000180025095e-35 0.092695000000000013 -0.086009999999999989 -0.059315
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 5 6 7 8 9 10 -5 12 -12 14 15 -14 17 -17 19 21 -20 22 -19 -24 25 -25 -27 28 -28 -30
right_child=-2 -3 3 4 -6 -7 -8 -9 -10 -11 11 -13 13 -15 -16 16 -18 18 20 -21 -22 -23 23 24 -26 26 27 -29 29 -31
leaf_value=0.0012684894118798933 0.0012689133223208141 0.00084793520675247014 -0.0012686152197974234 -0.0011597012346582557 -0.001269080908532317 0.0010361179532179902 0.0011075072872894396 -0.00074475479417010287 0.00068402318335569908 -0.0010018215346044601 -0.0012684790538618469 0.00092073032362611151 -0.0010790587842891383 -0.0012684708057425988 -0.0011798951189898705 -0.0011694451411563729 0.00060461704653986745 -0.0012685695832188543 0.00064549997694999942 -0.00098078868546757941 -0.00050062600815274411 0.00070219403024150554 -0.0012683970842887302 -0.0012686753630296783 0.001267893913391825 -0.00070210228417672449 -0.0005398726384544699 -0.00061607347645110369 -1.8683634150023553e-05 0.00087679678300558973
leaf_weight=0.0010472718389777915 0.0014409426243133785 0.0025118544524929112 0.0013658220188972328 0.0014331154865558906 0.0012410622691643161 0.0019393770840068205 0.0012378101526735455 0.004918615708676021 0.0032739320878611968 0.0023978469420171669 0.0016045911872524235 0.0025116547941941283 0.0012344269286117529 0.0012296896155055128 0.0012949314958783367 0.0012645058579892057 0.0043941059250283123 0.001375940658590479 0.0076938321298598567 0.0029914897242493401 0.0023499370474837633 0.0022279463527112844 0.0010502085771149075 0.0015871512344176391 0.0014373695847886827 0.0023178015205140836 0.0027283893977969589 0.0023454716471071882 0.0076263291886355927 0.0069694809476459566
leaf_count=79 23 120 18 52 78 73 31 333 43 37 151 55 34 108 50 22 150 13 145 210 51 87 131 18 11 507 31 61 341 58
internal_value=0 -5.6015e-05 -8.62532e-05 -0.000105415 -8.35548e-05 -6.29586e-05 -9.36295e-05 -0.000115411 -6.65399e-05 -0.00010745 -7.02617e-05 -4.24981e-05 -8.75305e-05 -5.11725e-05 -2.17577e-05 8.48177e-06 3.62421e-05 -2.05633e-05 1.34583e-05 -9.84532e-05 0.000377341 -9.47962e-06 -6.72667e-05 -3.84455e-06 4.92517e-05 -2.50502e-05 6.47201e-05 0.00015508 0.000259484 0.000408907
internal_weight=0 0.077602 0.0750901 0.0740428 0.072677 0.071436 0.0694966 0.0682588 0.0633401 0.0600662 0.0576684 0.0562353 0.0537236 0.052119 0.0508893 0.0495944 0.04836 0.0439659 0.0427013 0.0326576 0.0100438 0.0296661 0.0274381 0.0260622 0.025012 0.0235746 0.0219875 0.0196697 0.0173242 0.0145958
internal_count=3121 3098 2978 2899 2881 2803 2730 2699 2366 2323 2286 2234 2179 2028 1920 1870 1836 1686 1664 1468 196 1258 1171 1158 1027 1016 998 491 430 399
is_linear=0
shrinkage=0.00126831


Tree=895
num_leaves=25
num_cat=0
split_feature=3 124 457 484 1374 1 15 12 3 3 11 1 43 3 42 403 49 151 16 15 1 43 13 3
split_gain=0.000219502 0.000228462 0.000270579 0.000421233 0.000292677 0.000251509 0.000244622 0.000487366 0.000362182 0.000817863 0.000364315 0.000602152 0.00036146 0.000436946 0.000313769 0.000270963 0.000252238 0.000249046 0.000351586 0.000406654 0.000312997 0.000196668 0.00015856 0.000139557
threshold=0.30112000000000005 -0.043384999999999993 0.080930000000000016 -1.0000000180025095e-35 -0.035729999999999991 0.086105000000000015 1.0000000180025095e-35 0.086850000000000024 -0.10519499999999998 -0.077774999999999983 0.087830000000000005 0.077845000000000011 -0.074359999999999996 -1.0000000180025095e-35 -1.0000000180025095e-35 0.03138500000000001 -0.22491999999999998 -0.0077149999999999988 -0.056919999999999991 -0.033689999999999991 0.095285000000000022 0.13895500000000002 -0.065824999999999981 -0.080934999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 -4 -6 8 23 10 -10 11 -5 14 -14 -11 16 -9 -15 20 -20 -19 -21 -18 -8
right_child=-2 2 4 6 5 -7 7 15 9 12 -12 -13 13 17 -16 -17 22 18 19 21 -22 -23 -24 -25
leaf_value=0.0013183016543729029 0.0017816880534891224 -0.002646225788861731 -0.0010283848766521283 0.00010130646318372538 7.5626651239700971e-05 0.0025847226794126583 -0.0015014671560215904 0.0008016974493131522 -0.0037739237202592726 -0.00024060090946685108 -0.0011086031430034616 0.0037032782087768178 -0.0029500072825480558 -0.0018923170663627154 0.0029617803308835933 0.0013013449755422989 -0.00053646361287750573 0.00019569565929027484 -0.0024529741507253572 -0.00061066130685283933 0.0032233320743914884 0.0019827482455274589 -0.0029203171342798442 -0.0037367823105107188
leaf_weight=0.001992651220755092 0.0012043939818191509 0.0013964373152995915 0.0011368841167112009 0.0018316006526788381 0.0012722466209122976 0.0017441331487937362 0.0010060094793956642 0.0010840167571188886 0.0011446381918900307 0.0010050727717043628 0.0010479093982667109 0.0016021900808809164 0.0010569602164678359 0.0010762976662590518 0.0012820225339495979 0.0015888949581324141 0.0010040333291851944 0.001393672960745107 0.0012863430568614831 0.0011597607702036501 0.0011455691654731481 0.0010050484810903981 0.0010522274466300274 0.0010522426735031223
leaf_count=238 132 464 34 42 81 76 242 24 415 29 82 89 176 28 70 135 188 18 38 44 36 10 382 48
internal_value=0 -8.62134e-05 -0.000184849 -0.000358372 0.000827099 0.00152644 -0.000218398 -0.000901255 7.06103e-05 -0.000330998 0.0011061 0.00178197 4.75439e-05 -0.000376712 0.00155448 -0.00014267 -0.000873302 8.17355e-06 0.000349636 -0.000542088 0.0015616 0.000593372 -0.00175633 -0.00264423
internal_weight=0 0.0303669 0.0283742 0.0242209 0.00415326 0.00301638 0.0228245 0.00678742 0.0160371 0.0115554 0.0044817 0.00343379 0.0104107 0.00812365 0.0022871 0.00472917 0.00314028 0.00706669 0.00599039 0.00345115 0.00253924 0.00216481 0.00205626 0.00205825
internal_count=3121 2989 2751 2560 191 157 2096 1019 1077 864 213 131 449 350 99 729 594 174 146 92 54 54 570 290
is_linear=0
shrinkage=0.00429114


Tree=896
num_leaves=24
num_cat=0
split_feature=1213 44 124 456 50 15 158 48 40 3 16 52 151 43 49 16 52 403 0 4 3 13 12
split_gain=0.000201235 0.000213946 0.000258003 0.000279845 0.000266717 0.000323287 0.000287363 0.000257218 0.000362902 0.000458359 0.000409888 0.000255273 0.000433509 0.000289127 0.000517261 0.000264186 0.000632958 0.000240267 0.000345526 0.00045843 0.000295017 0.000211355 0.000168163
threshold=-1.0000000180025095e-35 1.0000000180025095e-35 -0.043384999999999993 0.086265000000000022 0.10647500000000001 -0.23909999999999995 1.0000000180025095e-35 0.12737000000000001 -0.061244999999999994 0.10299500000000002 0.22339500000000004 -0.0064899999999999992 -0.010154999999999999 -0.074359999999999996 -0.047584999999999995 0.25084500000000004 0.091820000000000013 0.092070000000000013 -0.10607499999999999 -0.083854999999999985 -0.055119999999999995 -0.055129999999999992 -0.092484999999999984
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 22 4 5 -4 7 8 -7 11 -11 13 -13 -10 -15 16 17 18 -14 -20 -21 -18 -2
right_child=1 -3 3 -5 -6 6 -8 -9 9 10 -12 12 15 14 -16 -17 21 -19 19 20 -22 -23 -24
leaf_value=-0.0016456546073339308 0.00028037128034416944 -0.0015939415487228235 0.0017854126403437202 -0.0018569564713581939 -0.0017503719154677475 -0.0016586383980256852 -0.0018030772606796605 -0.0015887979923796562 0.00050674680290059429 0.0027499711460731882 3.5347096196647265e-05 0.0025756368550250669 0.0015433240227985937 4.6634064944697299e-05 -0.0031121066577658985 0.0019911903466045796 -0.00064432265902268279 0.0021959900102278096 0.0012688353577981022 -0.0027872455381966425 -0.00023938158543941609 -0.003029480392771202 0.0024126549684666456
leaf_weight=0.0010177195372587091 0.0010040697622697436 0.0010732774923667412 0.0016041848450489759 0.0010794127232958131 0.0010593176993654021 0.0013153927039404314 0.0011104383253418551 0.0011319792327810765 0.0019761844112322624 0.001923952349571322 0.0013012013168705039 0.0011695451449309511 0.001891966325899822 0.0016464421849349264 0.0012905840991232964 0.0010032801052430882 0.0010333687953094639 0.0010087496018948983 0.0014800235419305452 0.0011151765396770685 0.0014705262803538606 0.0010405281779020115 0.0010621988136687568
leaf_count=491 83 60 147 168 215 50 203 38 295 82 34 42 43 46 223 19 174 39 102 258 26 122 161
internal_value=0 4.36303e-05 0.00010483 6.24096e-06 8.48853e-05 0.000164193 5.06704e-05 0.000145101 0.000240071 0.000369133 0.00165475 0.00011202 0.000423137 -0.000598026 -0.00134138 0.000172485 -2.9351e-05 0.000509979 0.000224506 -0.0003892 -0.00133824 -0.00184102 0.00137651
internal_weight=0 0.0297918 0.0287185 0.0266523 0.0255728 0.0245135 0.0229093 0.0217989 0.0206669 0.0193515 0.00322515 0.0161264 0.0112132 0.00491321 0.00293703 0.0100436 0.00904034 0.00696644 0.00595769 0.00406573 0.0025857 0.0020739 0.00206627
internal_count=3121 2630 2570 2326 2158 1943 1796 1593 1555 1505 116 1389 825 564 269 783 764 468 429 386 284 296 244
is_linear=0
shrinkage=0.0037357


Tree=897
num_leaves=31
num_cat=0
split_feature=39 42 3 42 10 1456 1365 33 2 2 150 43 13 13 12 4 16 3 3 0 42 1 48 14 4 150 3 13 12 15
split_gain=0.00130797 0.0012246 0.000947281 0.000948679 0.000865677 0.00121009 0.000882491 0.000796922 0.00102585 0.000764091 0.0010897 0.00119894 0.00085015 0.00125554 0.000880984 0.000971642 0.00109895 0.000924992 0.00138267 0.000829745 0.000835821 0.00178432 0.00078024 0.00081915 0.000889519 0.000774578 0.0013719 0.000753433 0.000572815 0.000555494
threshold=0.16946000000000003 -0.11051499999999999 0.30112000000000005 -0.106335 0.058500000000000003 -1.0000000180025095e-35 1.0000000180025095e-35 -0.0066799999999999993 -0.0091949999999999983 0.088475000000000012 0.084555000000000019 1.0000000180025095e-35 -0.53104499999999988 -0.42195999999999995 0.092355000000000007 -0.42529999999999996 0.38525000000000004 -0.11255999999999998 -0.14477499999999996 0.010870000000000003 0.088060000000000013 0.083345000000000016 0.12879500000000002 -0.10708499999999999 -0.036839999999999991 0.088985000000000009 0.092670000000000016 -0.087074999999999986 0.088725000000000012 -0.098289999999999975
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 5 -5 7 -7 -9 10 11 29 -11 -14 15 16 -15 18 -16 20 21 28 23 -23 -25 -26 -27 -22 -17 -10
right_child=-2 2 -4 4 -6 6 -8 8 9 12 -12 -13 13 14 17 19 -18 -19 -20 -21 27 22 -24 24 25 26 -28 -29 -30 -31
leaf_value=-0.00082381518801917086 0.0012941507961875532 0.0011308204211322942 0.00076276219738748065 -0.0010530780437959101 0.00094472658771600998 -0.0011632980324909016 -0.0010134501668661151 0.00086735312921343646 -0.00049150702014389477 -0.00097230663792813863 -0.0012784366918025152 -0.0010035939532853737 0.0010614071112532964 -0.0011998768959208459 -0.0006755072986702502 -0.0011936756394747188 0.0004966816344911171 -0.00093603218298358071 0.0010188780531340694 0.0010850642708224209 -4.3971363219519846e-05 -0.00036698030991525512 -0.0004677709066623163 -0.00035405933065422253 0.0011527580291912389 -0.00062002880065331405 0.00096695167991775238 0.0009830619928419956 -1.8746141768868912e-05 0.00013424067187661396
leaf_weight=0.0031914408270625741 0.001249737032381403 0.0011471816237644808 0.0025954651450383883 0.0020655515211358546 0.0014119949104127718 0.0010008042588935942 0.0015344872326110695 0.0021992054698110044 0.0030612662420255151 0.0012531033435152486 0.0015841927174378148 0.0023669594160047316 0.0021855042969036722 0.0017386257894003053 0.0018213941353693031 0.0022608740459650984 0.001010296221718221 0.0028302684639127653 0.0014458483724268945 0.0017824060260522847 0.0018547874912542284 0.0020237424411106994 0.0021989260392274454 0.0015299559092909355 0.003663670710295731 0.0015431366867488805 0.0022278007964473545 0.0033628490897328325 0.0010023305911026625 0.010580150479253984
leaf_count=179 23 10 130 268 54 21 60 78 87 9 112 206 13 44 80 113 35 403 13 46 71 26 24 19 75 18 38 122 54 690
internal_value=0 -4.13484e-05 -3.09644e-06 -3.48056e-05 -5.65342e-05 -8.00469e-05 -4.54318e-05 -1.91544e-05 1.46728e-06 -3.42411e-05 -0.000254943 -0.000153658 7.44103e-05 0.000112448 4.82331e-05 0.00015131 -0.00057635 -0.00039466 7.43067e-05 0.000236608 0.000166814 2.37203e-05 0.000235664 0.000376431 0.000544256 0.000729119 0.00031753 0.000617968 -0.000832783 -6.18318e-06
internal_weight=0 0.0684742 0.0652828 0.0626873 0.0615401 0.0601281 0.0580626 0.0565281 0.0555273 0.0533281 0.0175926 0.0160084 0.0357355 0.0344824 0.0322969 0.0261994 0.00274892 0.00609751 0.00326724 0.0234505 0.0216681 0.0164504 0.0131872 0.0109883 0.00896456 0.00743461 0.00377094 0.00521764 0.0032632 0.0136414
internal_count=3121 3098 2919 2789 2779 2725 2457 2397 2376 2298 1095 983 1203 1194 1181 685 79 496 93 606 560 367 200 176 150 131 56 193 167 777
is_linear=0
shrinkage=0.00129368


Tree=898
num_leaves=20
num_cat=0
split_feature=1 15 15 16 3 0 0 16 42 42 0 49 52 3 403 1 1 1 1
split_gain=0.000197952 0.000286108 0.000376606 0.000316522 0.000509878 0.000401917 0.0002582 0.000381949 0.000328949 0.000287871 0.000274739 0.000595165 0.00031006 0.000317323 0.000364504 0.000474952 0.000755293 0.000254762 0.00021422
threshold=0.104035 -0.016799999999999995 0.035560000000000008 -0.061854999999999993 0.10542000000000001 -0.11013499999999998 0.18019500000000002 0.26676500000000009 0.092395000000000019 0.088200000000000014 0.041630000000000007 -0.087004999999999985 0.090245000000000006 0.090900000000000009 0.03138500000000001 0.077565000000000009 0.087135000000000004 0.092390000000000014 0.11061500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 3 -3 5 -5 18 7 8 9 10 11 -1 13 14 15 -13 -17 -18 -2
right_child=1 2 -4 4 -6 -7 -8 -9 -10 -11 -12 12 -14 -15 -16 16 17 -19 -20
leaf_value=-0.0030001545640773205 0.0012539581462281343 0.0027671685258092199 0.00010115652290505178 0.00042829819336906216 -0.0025653712758704848 0.0022712828124195885 0.0012722790918376558 -0.0023682586727732007 -0.0017986602575963916 0.0013470389477789283 0.0012676796760352476 -0.0027734921341373469 -0.00204011766032863 0.0015277665770205735 0.0014299629736958608 0.0022854906481687438 -0.0027812461219765996 -0.00031834613798606361 -0.00092647659005162396
leaf_weight=0.0012385699703780792 0.0010517908460485623 0.0015373307241493004 0.0016697356402062269 0.0019771699340793694 0.0015201948129401899 0.0015729144516241078 0.001546290227111057 0.0013532099353064089 0.0017777234938578515 0.0019871770130208697 0.0015875831242482272 0.0013217196387884655 0.0011470064130563182 0.0018706138374611214 0.0014750273764958521 0.0013461254475237716 0.0010462191099560592 0.00161188281884872 0.0019288294194392819
leaf_count=77 41 91 63 156 41 188 30 243 391 258 49 621 283 49 146 79 114 90 111
internal_value=0 0.000397437 0.00137913 6.38117e-06 -0.000872956 0.00068176 -0.000251 -0.000383604 -0.000219941 -2.81325e-05 -0.000244247 -0.000461328 -0.000141067 0.000110123 -0.000279801 -0.000753322 -8.65017e-05 -0.00128773 -0.000157052
internal_weight=0 0.011258 0.00320707 0.0080509 0.00349736 0.00455353 0.0193091 0.0177629 0.0164096 0.0146319 0.0126447 0.0110572 0.00981859 0.00867159 0.00680097 0.00532595 0.00400423 0.0026581 0.00298062
internal_count=3121 691 154 537 197 340 2430 2400 2157 1766 1508 1459 1382 1099 1050 904 283 204 152
is_linear=0
shrinkage=0.00388662


Tree=899
num_leaves=31
num_cat=0
split_feature=39 42 401 9 156 1425 4 151 1374 41 33 9 1456 156 1 1374 158 1447 38 16 0 0 4 3 4 403 3 13 4 48
split_gain=0.00191576 0.00149485 0.00139506 0.00126465 0.00121476 0.00115617 0.0017792 0.00106379 0.00099649 0.000960553 0.00102904 0.00135164 0.00119246 0.00095719 0.0010934 0.00125663 0.0013389 0.00107889 0.00104242 0.00117843 0.00102066 0.00106419 0.00146109 0.00097981 0.00137629 0.000945819 0.00105053 0.00125174 0.00114517 0.00136609
threshold=0.16946000000000003 -0.11466499999999999 0.10076500000000001 -0.036024999999999995 -1.0000000180025095e-35 1.0000000180025095e-35 0.50822500000000004 -0.5225749999999999 0.10637000000000001 0.10065500000000001 -0.0066799999999999993 0.088235000000000022 -1.0000000180025095e-35 0.091255000000000017 0.094385000000000011 -0.094929999999999987 1.0000000180025095e-35 -1.0000000180025095e-35 0.10386000000000002 0.15891500000000003 -0.23091999999999999 -0.060129999999999996 -0.49405499999999997 -0.087784999999999988 -0.42529999999999996 0.092070000000000013 0.084940000000000015 -0.0034749999999999994 -0.083854999999999985 0.092680000000000026
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 -5 6 7 -6 9 10 -9 12 -12 14 15 -14 20 -16 19 -19 -17 25 -23 -24 -25 26 27 28 -22 -30
right_child=-2 2 -4 4 5 -7 -8 8 -10 -11 11 -13 13 -15 17 16 -18 18 -20 -21 21 22 23 24 -26 -27 -28 -29 29 -31
leaf_value=-0.00074402694689555628 0.0011267870269335413 0.0011265053183785413 -0.0010647418571786643 -0.001126301767840154 -0.0010418311449795228 -0.0011268152287919166 0.0010039573370673068 -0.00090744610568218762 -0.001030118318713548 -0.00099162826396624972 -0.00085256571837058351 0.00097167464225392317 -0.0011264720185938733 -0.00052371829320629816 -0.0007876273735682068 0.0010341322107103017 -0.0011263331510054332 0.00055088694774691187 -0.000615815312159495 -0.00024450878257313525 0.0007075354682638819 -0.00015916262912092288 0.0010818020728311508 0.0011265519807529204 -0.00038950852176909613 0.00044980460888507684 0.00027945431931094726 -0.00090711295987134328 -0.0005650842629037915 0.00042101234576407629
leaf_weight=0.003805787879886501 0.0017782523957379217 0.0012446467305906586 0.0015916980013228601 0.0012339795227935815 0.0012531599710428045 0.0011363993431574562 0.0022496913318903458 0.0014219960697232628 0.0011595468309906201 0.001163795335685335 0.0018749884528892471 0.0020037984381247034 0.0012619467497074757 0.0033781402340427027 0.0010946851262509929 0.001307073089947138 0.0012548198630906162 0.015557829409296176 0.001293903297664655 0.0027855918738737264 0.0016294918210082278 0.0049971086196762826 0.0032954511225398164 0.0012505788727139588 0.0019341469574101489 0.0031340849709895471 0.0042074519242305533 0.0038893813650888636 0.0070274758199264792 0.0023872633668418075
leaf_count=169 23 86 157 155 43 58 108 23 26 37 232 35 25 160 21 10 112 340 11 44 122 33 26 6 45 103 24 207 602 78
internal_value=0 -5.48051e-05 -2.11852e-05 5.47902e-07 -1.8092e-05 4.00372e-07 1.79928e-05 -1.34414e-05 5.15227e-06 2.27668e-05 4.03902e-05 6.09472e-05 3.22361e-05 5.91301e-05 9.28979e-05 -2.16566e-05 1.67364e-05 0.000300525 0.000361185 0.0004301 5.76482e-05 1.98336e-05 0.000298428 0.000651294 0.000205818 -0.000123713 -0.000217618 -0.000357665 -0.000164169 -0.000315043
internal_weight=0 0.0818259 0.0780201 0.0764284 0.0751838 0.0739498 0.0728134 0.0705637 0.0693105 0.068151 0.0669872 0.0655652 0.0635614 0.0616864 0.0583083 0.0375763 0.0363143 0.020732 0.0196373 0.0183434 0.0350595 0.0337524 0.0114773 0.00648018 0.00318473 0.0222751 0.0191411 0.0149336 0.0110442 0.00941474
internal_count=3121 3098 2929 2772 2686 2531 2473 2365 2322 2296 2259 2236 2201 1969 1809 1393 1368 416 395 384 1256 1246 110 77 51 1136 1033 1009 802 680
is_linear=0
shrinkage=0.00112622


Tree=900
num_leaves=22
num_cat=0
split_feature=3 39 48 457 3 1 15 132 42 52 12 160 47 0 43 0 43 0 13 160 4
split_gain=0.000210778 0.000209754 0.00035711 0.000367316 0.000450681 0.000335445 0.000389327 0.000259636 0.000305478 0.000231825 0.00044471 0.000361658 0.000350326 0.00039315 0.000343206 0.000261969 0.000547869 0.00031954 0.000474406 0.000251995 0.000168808
threshold=0.30112000000000005 0.0046100000000000004 0.12649500000000002 0.080930000000000016 0.090900000000000009 0.09253500000000002 -0.059484999999999989 0.079970000000000013 -1.0000000180025095e-35 -0.0064899999999999992 0.097825000000000009 -0.081639999999999976 0.096300000000000011 -0.14001499999999997 -0.11720999999999999 -0.082084999999999977 0.084740000000000024 -0.10224499999999999 -0.084319999999999992 0.085330000000000003 0.09173000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 7 -5 -3 -7 8 20 10 11 -10 13 -11 -15 17 -17 -16 -19 -13 -1
right_child=-2 5 -4 4 -6 6 -8 -9 9 12 -12 19 -14 14 15 16 -18 18 -20 -21 -22
leaf_value=-0.0032041297056074739 0.0018370368687744072 -0.0013107612418038618 -0.0022661113153734942 -0.00016077488955169639 0.0030850236387097137 0.0034162152281114657 0.00010795275625046165 0.0013481111886119342 0.00043459123558719723 0.0024801225468762808 0.0014742828408609559 -0.0037308396889442017 -0.0018375404127889969 0.0021850197498823778 -0.0014631943556041422 -0.0029677245935327543 0.00092419244515286314 -0.0010817779549765203 0.0026357001220022242 -0.00098927258457790369 -0.00071073409413958217
leaf_weight=0.0011706289013603257 0.0011776135342866914 0.0010251291687684008 0.0016182654092293794 0.0019716874607986759 0.0015023339996531604 0.0013415906023421797 0.0015037415959007205 0.0016892539093058536 0.0010541858047785624 0.0015173486260575625 0.0010597130564671264 0.0016726788929384241 0.0016423358742816427 0.0012351567557402614 0.0013197138210774241 0.0017612387781089809 0.001220545723793709 0.0011197508746423309 0.0017591664034269953 0.0011128431808997696 0.0010065376684882388
leaf_count=556 132 69 64 124 53 213 61 247 110 67 83 333 75 29 52 325 29 243 97 106 53
internal_value=0 -8.93347e-05 -0.000236683 -9.87808e-05 0.00124286 0.000878912 0.00166782 -0.000327918 -0.000479712 -0.000272011 -0.00108604 -0.00179265 7.25389e-05 0.000388357 1.1206e-05 -0.000362728 -0.00137463 0.000355905 0.00118979 -0.00263556 -0.00205139
internal_weight=0 0.0293038 0.0254334 0.0238151 0.00347402 0.00387046 0.00284533 0.0203411 0.0186518 0.0164747 0.00489942 0.00383971 0.0115753 0.00993292 0.00841557 0.00718042 0.00298178 0.00419863 0.00287892 0.00278552 0.00217717
internal_count=3121 2989 2646 2582 177 343 274 2405 2158 1549 632 549 917 842 775 746 354 392 340 439 609
is_linear=0
shrinkage=0.0044645


Tree=901
num_leaves=23
num_cat=0
split_feature=401 41 2 124 123 483 12 39 3 16 4 160 151 0 2 4 3 52 43 133 42 15
split_gain=0.00018945 0.000186803 0.000277765 0.000246444 0.000343967 0.000326703 0.000252481 0.000286468 0.000553185 0.000241604 0.000472997 0.000393793 0.000364655 0.000319097 0.000362016 0.000291314 0.000662845 0.00037973 0.000259627 0.00023338 0.00063189 0.00011402
threshold=0.085410000000000014 0.079885000000000025 -0.0091949999999999983 0.11040000000000001 0.08592000000000001 0.083960000000000021 0.11650500000000001 0.097050000000000011 0.149315 -0.36241499999999999 0.0061450000000000003 0.086075000000000013 -0.00099499999999999979 -0.10607499999999999 0.092235000000000025 -0.031404999999999995 -0.082974999999999979 0.077655000000000016 -1.0000000180025095e-35 0.085815000000000016 0.083995000000000014 -0.077219999999999983
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 6 7 8 9 12 11 15 -4 14 -12 16 19 -18 -17 20 -11 -16
right_child=-2 -3 3 -5 -6 -7 -8 -9 -10 10 13 -13 -14 -15 21 18 17 -19 -20 -21 -22 -23
leaf_value=0.0014859995366073731 -0.0014886561727436094 -0.0011768710656856159 -0.0026566535011445219 0.0017672712896686768 0.0019323754501418368 -0.0020555415857047041 -0.0017553138037725946 -0.0018097930797886237 0.0025179741928676941 -0.00063613497788159504 0.0032790580921947783 -0.0020543923568221633 -2.6720540413209309e-06 -0.0001760570339110636 -7.0603200793241681e-05 -0.00021699233407775342 -0.0032691745604750849 -0.00053566255606442314 0.0022643203411180286 -0.00071201778785697227 0.0029049770502336367 0.0016627887723742892
leaf_weight=0.0018538213789307525 0.0011207525649634667 0.0015824965350450517 0.001095056023920904 0.001035104785161777 0.0011116586727903935 0.0011507501148304558 0.001110370994155784 0.001068843394179452 0.0012274806425001108 0.0013149932866017774 0.0012767088796081794 0.0014492231102822837 0.001898137747078356 0.0017700546813803611 0.0010235486895453505 0.0010389263595524945 0.0012359964430734838 0.0015199500769433882 0.0012415887737926741 0.0012838924511981986 0.0013908724098705694 0.0010125682083526044
leaf_count=151 270 122 54 23 121 294 95 46 65 360 26 153 98 153 27 308 241 235 58 144 63 14
internal_value=0 4.62584e-05 0.000117658 1.72184e-05 -5.75727e-05 -0.000153299 -5.36097e-05 3.70242e-05 0.000136825 -2.07263e-05 0.000162598 -0.000282226 -0.000973628 0.00107935 0.00175011 2.30796e-06 -0.000380254 -0.0017616 0.00113392 0.000573916 0.00118407 0.000791419
internal_weight=0 0.028692 0.0271095 0.0252557 0.0242206 0.023109 0.0219582 0.0208478 0.019779 0.0185515 0.0155583 0.0104754 0.00299319 0.00508288 0.00331283 0.00902622 0.0067457 0.00275595 0.00228052 0.00398976 0.00270587 0.00203612
internal_count=3121 2851 2729 2578 2555 2434 2140 2045 1999 1934 1782 1562 152 220 67 1409 1043 476 366 567 423 41
is_linear=0
shrinkage=0.00366245


Tree=902
num_leaves=31
num_cat=0
split_feature=39 42 9 401 156 376 43 1 151 47 4 14 14 48 16 131 43 13 13 151 12 16 4 3 159 0 52 42 403 3
split_gain=0.00154928 0.00134298 0.00121167 0.00113047 0.00108121 0.000927394 0.000925131 0.00112309 0.00130202 0.00114757 0.00123341 0.00154197 0.00107697 0.000978071 0.000977968 0.00097006 0.00125496 0.00122424 0.00108552 0.00106821 0.000983858 0.00145982 0.00109156 0.00144691 0.00106225 0.00124341 0.000918681 0.000982747 0.000731685 0.000768349
threshold=0.16946000000000003 -0.26584999999999998 -0.036024999999999995 0.10076500000000001 -1.0000000180025095e-35 0.088055000000000008 0.50194500000000009 0.10089500000000001 -0.40381499999999992 0.087885000000000019 -0.036839999999999991 -0.46885499999999997 0.062655000000000016 0.12879500000000002 0.071345000000000006 0.085815000000000016 -0.14968999999999996 -0.091054999999999983 -0.084154999999999994 0.15288500000000002 0.092355000000000007 0.19444000000000003 -0.46376499999999993 -0.15121499999999996 0.091530000000000014 -0.060129999999999996 0.11434500000000002 0.091625000000000012 0.092070000000000013 -0.084074999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 -4 6 7 12 -9 10 14 -12 15 -13 -10 17 -17 26 -19 20 22 -22 -20 -24 25 28 27 -6 29 -25
right_child=-2 2 3 -5 5 -7 -8 8 9 -11 11 13 -14 -15 -16 16 -18 18 19 -21 21 -23 23 24 -26 -27 -28 -29 -30 -31
leaf_value=-0.0012437327412593191 0.0012439365790277855 0.0012436931357516191 -0.0012435111018197912 -0.0011697356177717136 0.00070901000464351793 0.00079675213211464926 -0.0011332278629210741 -0.0011281887789013952 0.00046795264283531058 -0.00011142409394606471 -0.00038838946304972898 0.00094305553377343923 -0.0012435575221959804 -0.00034725315596009407 -0.00091949678122737327 0.0005169027310454906 -0.0010960911091611755 -0.0011575972573805678 -0.00079282334638869616 0.0010736280681228783 -0.0012056700553275985 0.0005432306096920564 0.0010740969429583261 -0.001021570600557577 -0.0012436161262298006 0.0010700413145589534 -0.00051175328279997375 -0.00051450105741139378 0.00073183932679397618 -8.1190563587334164e-05
leaf_weight=0.0014174252128071876 0.0014703177807575676 0.0011514285512674851 0.0011020578547995532 0.0013487277394514932 0.0067579538810864648 0.0021770779140908294 0.0011502576297166547 0.0010886271852541532 0.0015476254587980512 0.0083068136116537517 0.0019263956991721889 0.0095980825611405897 0.0012966958943287912 0.0010032544014393343 0.0015950593967488658 0.0010019554593441171 0.0029170401115266023 0.0015918805836863106 0.0027537697002273263 0.0011459769176553882 0.0027751186444042722 0.0010052511358287219 0.0019016885128024684 0.0014956837662074415 0.0011105851591359786 0.0015603177670300622 0.0015839747552632852 0.0011944273067285849 0.001510678629252026 0.013193848149196443
leaf_count=18 23 89 162 163 118 52 54 20 23 129 30 298 70 4 64 18 270 302 63 13 337 79 26 234 44 16 37 35 37 293
internal_value=0 -4.44026e-05 -2.22654e-05 -4.15362e-05 -2.10545e-05 -2.64735e-06 -2.71549e-05 -8.94393e-06 0.000201819 0.000262204 0.000460263 0.000634987 -0.000126875 0.000820948 -0.000236243 -9.35879e-05 -0.000683703 -3.51597e-05 -0.000158363 -0.000102458 -0.000151814 -0.000740614 -5.72026e-05 4.03158e-05 -6.38609e-05 9.91051e-06 0.000352998 0.000525242 -9.21956e-05 -0.00017694
internal_weight=0 0.0782097 0.0767923 0.0756408 0.0742921 0.07319 0.071013 0.0698627 0.0250659 0.0239772 0.0156704 0.0125277 0.0447968 0.0106013 0.00314268 0.0435002 0.003919 0.0395812 0.0300448 0.0284529 0.0273069 0.00378037 0.0235266 0.0207728 0.0188711 0.0177605 0.00953636 0.00795238 0.0162002 0.0146895
internal_count=3121 3098 3080 2991 2828 2666 2614 2560 568 548 419 332 1992 302 87 1922 288 1634 1444 1142 1129 416 713 650 624 580 190 153 564 527
is_linear=0
shrinkage=0.00124344


Tree=903
num_leaves=31
num_cat=0
split_feature=39 42 2 156 401 1366 38 3 1374 33 2 11 1456 133 129 129 2 43 1375 0 42 13 13 12 3 160 151 131 52 16
split_gain=0.00156736 0.00157485 0.00136538 0.00107689 0.0010977 0.000958333 0.000892242 0.00141026 0.000894313 0.000922584 0.00139863 0.00122133 0.0012849 0.000963962 0.000802675 0.00103239 0.000849767 0.00121546 0.00122809 0.00109966 0.00151978 0.000929169 0.00107459 0.000959864 0.00159225 0.00112414 0.00118059 0.000838324 0.000753282 0.000640319
threshold=0.16946000000000003 -0.26584999999999998 0.17025000000000004 -1.0000000180025095e-35 0.10076500000000001 -1.0000000180025095e-35 0.12566000000000002 0.31299000000000005 0.086000000000000007 -0.0066799999999999993 -0.0091949999999999983 0.089270000000000002 -1.0000000180025095e-35 0.18829500000000002 0.093925000000000008 0.092550000000000007 0.089775000000000008 1.0000000180025095e-35 -1.0000000180025095e-35 -0.10607499999999999 0.083995000000000014 -0.53104499999999988 -0.43167499999999998 0.092355000000000007 -0.11255999999999998 -0.076689999999999994 -0.086379999999999985 0.088495000000000004 -0.049749999999999996 0.15891500000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 5 -5 7 8 9 -7 -11 12 -12 14 15 16 17 18 -14 -20 -21 -18 -23 25 -25 26 -24 -22 -28 -27
right_child=-2 2 -4 4 -6 6 -8 -9 -10 10 11 -13 13 -15 -16 -17 21 -19 19 20 27 22 23 24 -26 29 28 -29 -30 -31
leaf_value=-0.0011955092381471908 0.0011955972818016606 -0.0011952294761589503 0.0011931229261058069 -0.00085569527918618151 -0.0011225725469806256 -0.0007632448504086691 -0.0010678963769127454 0.0011952464355317366 -0.00069725111928988827 0.00073459688515548657 -0.00092447806960283538 -0.00098712548183531789 -0.0011933261860964815 -0.00070089619189144252 -0.00088948363573121826 0.001184979808036786 -0.00076504663696162637 -0.0009163831796368398 0.00052296379874813088 -0.00075683240248498938 0.0004990778633227024 0.0010226842536458921 0.00093884605644330805 0.00053175141151704951 -0.00084154066760834534 0.00052738743316130309 0.00018386383104038745 -0.00043444961639515231 -0.00075379546613249786 -3.623392304392257e-05
leaf_weight=0.0016483551028443335 0.0014953216678179606 0.0011273001276039798 0.001313652969209044 0.0018233814144217311 0.0012649115493332799 0.0019886902464349978 0.0010583510688775269 0.0014721675641489176 0.0024422641332968445 0.0041506298061655391 0.0018878343593318183 0.0016801092935168063 0.0011272084218454373 0.0021883598382093075 0.0011300484400136304 0.0012892400350210656 0.0013314397166368499 0.0022915819992856959 0.0055965668799657737 0.0036253517689584132 0.0044478641548533204 0.0024049349544839052 0.0011586757061650133 0.0020255912043438684 0.0029803842502840175 0.016145279864236528 0.0019803512143425905 0.0019883146000694296 0.0032035773539860193 0.0035040916975042071
leaf_count=18 23 162 54 62 162 32 11 84 68 118 242 66 52 279 104 5 6 165 59 302 199 15 16 38 197 287 31 102 89 73
internal_value=0 -3.93566e-05 -1.51191e-05 -3.56484e-05 -1.84907e-05 1.4951e-07 2.14977e-05 3.75021e-05 1.33497e-05 3.88241e-05 6.29416e-05 1.79676e-05 4.59689e-05 7.73294e-05 0.000107616 0.000128066 0.000102743 -9.99151e-05 1.15517e-05 9.82895e-05 -0.000137929 0.000214048 0.000253075 0.000193366 -0.000285859 0.000285663 -0.000151816 0.000210685 -0.000395593 0.000426876
internal_weight=0 0.0802765 0.0786282 0.0773145 0.0761872 0.0749223 0.0730989 0.0720406 0.0705684 0.0681261 0.0661374 0.0619868 0.0603067 0.0584189 0.0562305 0.0551005 0.0538112 0.0190769 0.0167853 0.0156581 0.0100615 0.0347343 0.0334029 0.030998 0.00500598 0.025992 0.0063426 0.00643618 0.00518393 0.0196494
internal_count=3121 3098 3080 3026 2864 2702 2640 2629 2545 2477 2445 2327 2261 2019 1740 1636 1631 879 714 662 603 752 746 731 235 496 136 301 120 360
is_linear=0
shrinkage=0.00119516


Tree=904
num_leaves=31
num_cat=0
split_feature=39 9 42 376 401 453 4 11 3 3 484 403 0 2 14 48 1 0 15 3 43 52 12 0 12 15 1 4 15 49
split_gain=0.00139372 0.00126793 0.00104688 0.001007 0.00091999 0.000844251 0.00100973 0.000884826 0.00102832 0.00114943 0.00104267 0.00110701 0.00106503 0.000924438 0.000869772 0.00115894 0.000840186 0.0013875 0.00079008 0.00118973 0.0012961 0.00102645 0.000713212 0.000667953 0.000494856 0.000490933 0.000773734 0.000762432 0.000478445 0.00154344
threshold=0.16946000000000003 -0.036024999999999995 -0.11051499999999999 0.088055000000000008 0.10076500000000001 0.10218000000000001 0.27834500000000006 0.080455000000000013 -0.10519499999999998 0.10299500000000002 -0.0068949999999999992 -1.0000000180025095e-35 -0.052984999999999997 0.13093500000000002 -0.46885499999999997 0.11926500000000002 0.077845000000000011 0.041630000000000007 0.088235000000000022 -0.077774999999999983 -0.074359999999999996 0.091820000000000013 0.084405000000000022 -0.23051499999999997 0.091475000000000015 -0.10203999999999998 0.092695000000000013 -0.0029599999999999995 -0.0088349999999999974 -0.043469999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 6 7 8 16 10 -10 -12 18 28 -8 -16 17 -4 19 22 -21 -20 -13 -22 -14 26 -25 -27 29 -11
right_child=-2 2 3 -5 -6 -7 14 -9 9 13 11 12 24 -15 15 -17 -18 -19 21 20 23 -23 -24 25 -26 27 -28 -29 -30 -31
leaf_value=0.0011953987031170549 0.0011955271023824194 -0.00072036708504362858 -0.00095022788788214465 0.00086342785118878542 -0.0011334978211812571 -0.0010816778944208736 -0.00043967334876225493 -0.00078643260409568113 -0.0011952557376527938 0.0009926658527022415 -0.00099767389835501942 8.4735140207836492e-05 -0.00020364026873576289 -0.00031932019078124789 0.0008124118435921257 -0.00058981320535212388 0.00087890764341181781 0.0004483857392176188 0.0006534190133021476 0.00053804358819716631 0.00033649080358473472 -0.00054984351569839626 -0.0010076434135993812 0.00049509470624981488 -0.0011953631402605847 -7.2905403541806586e-05 -0.00079851087588050939 -0.0011647461695890511 0.00069357370319397013 -0.00068589036586656489
leaf_weight=0.0011843580865686923 0.0013517566536620498 0.0031880435603035542 0.0013879653713644233 0.001797192761301857 0.0010879337631908284 0.0010598273451734022 0.0014432704922739958 0.0023269941072499014 0.0015199145602475808 0.0014518285835833922 0.0021770298279690783 0.0011870944042309149 0.001226112287536568 0.0031809137189782177 0.0052868185598882169 0.0010014084086833464 0.002859685562100367 0.00375227974600989 0.0042600608413039245 0.00462046486651957 0.0021144785187630086 0.001328457218711776 0.0030401592218467499 0.0015702285763179455 0.0017366811005246063 0.0015515328929582859 0.0011398966300930624 0.0022217081693467452 0.0045653536542999973 0.0016971692891729617
leaf_count=89 23 178 51 51 154 16 31 123 388 25 548 75 45 45 194 19 58 31 84 110 26 125 335 39 63 32 7 75 57 24
internal_value=0 -3.02259e-05 -5.22929e-05 -1.82656e-05 -4.43297e-05 -2.44838e-05 -5.37914e-06 -6.64886e-05 -3.20095e-05 -0.000109199 -0.000231027 -0.00017901 -0.000110453 0.00022283 0.000397059 0.000589106 0.000359626 7.07331e-05 -2.36945e-05 -0.000148974 2.75273e-05 0.000367389 -0.000700882 -0.000246823 -0.000784952 -0.000437064 -4.90044e-05 -0.000715788 0.000446378 8.7999e-05
internal_weight=0 0.0669649 0.0657805 0.0625925 0.0607953 0.0597073 0.0586475 0.050916 0.048589 0.0405891 0.0296938 0.0281739 0.0259969 0.0108953 0.0077315 0.00628823 0.00799993 0.00514025 0.0230341 0.0174456 0.0132183 0.00558852 0.00422725 0.00859784 0.00296279 0.00648337 0.00271013 0.00377324 0.00771435 0.003149
internal_count=3121 3098 3009 2831 2780 2626 2610 2366 2243 2103 1952 1564 1016 151 244 213 140 82 908 699 289 209 410 179 108 153 46 107 106 49
is_linear=0
shrinkage=0.00119516


Tree=905
num_leaves=22
num_cat=0
split_feature=1 11 0 42 16 0 0 0 15 15 150 0 0 157 16 15 0 13 15 42 3
split_gain=0.00019257 0.00026073 0.000288954 0.0003668 0.000295705 0.000525664 0.000507405 0.000229257 0.000217209 0.00038359 0.000268762 0.000229332 0.000210647 0.000250079 0.000489974 0.000329774 0.000316846 0.000220428 0.000156278 0.000472726 0.000132405
threshold=0.10752500000000002 0.081790000000000015 0.18019500000000002 0.092395000000000019 0.26435500000000006 -0.077999999999999986 -0.082974999999999979 -0.033209999999999996 -0.008624999999999999 -0.090344999999999995 0.081835000000000019 -0.10224499999999999 -0.019414999999999998 -0.06266999999999999 -0.071854999999999988 -0.070929999999999979 -0.11437499999999999 -0.020934999999999999 0.024640000000000006 0.083995000000000014 -0.10831999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 8 -7 9 10 11 -1 13 -2 16 -16 17 -15 -10 -20 -9
right_child=12 -3 -4 -5 -6 7 -8 20 18 -11 -12 -13 -14 14 15 -17 -18 -19 19 -21 -22
leaf_value=-0.0014867919950762309 0.0017075355816763269 -0.0017800479101708886 0.0013904415294458577 -0.0016507010952480205 -0.0016483697335302487 0.0020076674282444393 -0.0026252571406185283 0.0011835157783447621 0.0016268962357937535 -0.002092712321287488 0.0010181356988459816 0.00045232818097378673 0.0018887831781466669 0.0011598690300253615 -0.0022160716004870052 -3.7786735100089192e-05 0.0020848789677905548 -0.00081299314004294287 -0.001330574516557752 0.001641313739079974 -0.00044682999707402245
leaf_weight=0.0017051922365265409 0.0011642476743602978 0.0011691278068042257 0.0014318585788686269 0.001910326990357313 0.001276592539103171 0.0018855229850140987 0.001030063646635603 0.0012283065819929107 0.0011642928595843038 0.0013634653019356513 0.0018387686402103753 0.0012655972603742294 0.0010037193833629674 0.0012389597425928054 0.0014718754253841837 0.001891764429373664 0.0014465306815827361 0.001480741188940371 0.00132324612528123 0.0012301826323408704 0.0011476926879447945
leaf_count=112 67 116 25 449 162 191 364 44 64 303 56 199 122 88 78 64 122 49 214 187 45
internal_value=0 -0.000196328 -0.00010282 -0.000219218 -5.30704e-05 8.10688e-05 -0.000320085 0.00110909 -8.00146e-05 -0.000476918 -1.88551e-05 -0.0006607 0.000391796 0.000218972 -1.11854e-05 -0.00099097 0.000779851 8.57442e-05 0.000579016 0.000101212 0.000396
internal_weight=0 0.0209702 0.0198011 0.0183693 0.0164589 0.0151823 0.0109208 0.00426152 0.00989075 0.00617302 0.00480956 0.00297079 0.00969784 0.00869412 0.00752987 0.00336364 0.00416623 0.0027197 0.00371772 0.00255343 0.002376
internal_count=3121 2531 2415 2390 1941 1779 1499 280 1135 670 367 311 590 468 401 142 259 137 465 401 89
is_linear=0
shrinkage=0.00345121


Tree=906
num_leaves=31
num_cat=0
split_feature=39 42 1425 4 401 52 448 1374 132 38 3 52 151 4 11 159 484 403 394 39 42 156 1374 2 16 457 51 43 15 457
split_gain=0.00114745 0.00116696 0.00106723 0.00142318 0.000963746 0.00103865 0.000999315 0.000951348 0.00094753 0.000762054 0.00146263 0.000937769 0.00102055 0.00105666 0.00126404 0.000981453 0.000907537 0.00139059 0.000760954 0.000813691 0.000720148 0.000714662 0.000587708 0.000585218 0.000542986 0.000534755 0.000777478 0.000524152 0.000493336 0.000921624
threshold=0.16946000000000003 -0.26584999999999998 1.0000000180025095e-35 0.50996500000000011 0.10076500000000001 0.19022000000000003 -0.083859999999999976 0.10637000000000001 -1.0000000180025095e-35 0.12566000000000002 0.30112000000000005 0.13389000000000004 -0.24431999999999998 0.27834500000000006 0.081790000000000015 0.091530000000000014 0.085515000000000022 -1.0000000180025095e-35 -0.081209999999999991 0.084020000000000011 0.088465000000000002 0.080810000000000007 -0.094929999999999987 0.086825000000000013 -0.040964999999999994 0.088350000000000026 0.092545000000000016 -1.0000000180025095e-35 0.095175000000000023 -0.0029299999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 6 -3 8 -8 10 11 12 -10 14 15 16 17 -14 -19 21 23 22 -20 -7 -25 26 28 -15 29 -24
right_child=-2 2 -4 -5 -6 20 7 -9 9 -11 -12 -13 13 27 -16 -17 -18 18 19 -21 -22 -23 25 24 -26 -27 -28 -29 -30 -31
leaf_value=-0.0012436913227570692 0.0012437327177133978 -0.00098131550604741856 -0.0012440316927322202 0.0010690458232355548 -0.0011974420594357592 0.00045741989022590523 -0.00082255652689203857 -0.0011208075556404303 -0.0010787307643759087 -0.00086444120183956131 0.0012435155522217127 0.00080655227580514477 -0.00090679513974626204 0.0012435905882219841 -0.0010909444542757125 -0.00067111936635520612 0.00074089871901699994 -0.00069836851134495921 -0.00042683289993965072 0.00097291483800441203 -0.0012435691665472377 -0.00069489654895249519 -0.00076029803262258396 -0.0012435950296796124 -6.3671711581503743e-05 0.00072344922692969761 -0.00083528941907884944 0.0003590661141778376 -0.00029010236786359514 0.00033946461886123536
leaf_weight=0.0012243432532237355 0.0010926871068051005 0.001455921735718845 0.001082296415696681 0.0018740942332478019 0.0010751523681475908 0.0012374783144046822 0.0017322755103519319 0.0010333154995123542 0.0011946059573659787 0.0012104555630685345 0.0017741179173214041 0.0027195021189925219 0.0021782727866521681 0.0015164836714589569 0.0015177974701288113 0.0026328804682660403 0.0032645528125847525 0.0016789969995159018 0.0024414709490656597 0.0017988067317205028 0.0015766927900759953 0.0016064978561471923 0.0012577987658861636 0.0010927683282089262 0.0013455160300992475 0.0028116027698388271 0.0011769503370864234 0.0032681140138919309 0.0027722851605176393 0.018609729862693491
leaf_count=18 23 43 78 140 160 53 263 28 58 10 84 34 452 53 83 183 129 56 20 104 163 112 73 75 43 25 57 76 58 367
internal_value=0 -4.03753e-05 -1.90038e-05 5.358e-07 -2.98141e-05 -1.04723e-05 3.62032e-05 6.16588e-05 8.30337e-05 0.000111334 0.000133118 9.55566e-05 5.66731e-05 8.46207e-05 2.39436e-05 6.40142e-05 0.000112895 5.6467e-05 0.000117902 0.000160104 -0.000540568 0.000112442 0.000157058 -0.000239021 -0.000592479 0.000210593 0.00015005 0.000639417 0.000201274 0.000269839
internal_weight=0 0.0701608 0.0689364 0.0678541 0.06598 0.0649049 0.0596524 0.0581965 0.0571632 0.0554309 0.0542205 0.0524463 0.0497268 0.0485322 0.0437476 0.0422298 0.039597 0.0363324 0.0341541 0.0324751 0.00525246 0.0306763 0.0290698 0.00367576 0.00243828 0.0266284 0.0238168 0.0047846 0.0226398 0.0198675
internal_count=3121 3098 3080 3002 2862 2702 2368 2325 2297 2034 2024 1940 1906 1848 1719 1636 1453 1324 872 816 334 712 600 171 118 580 555 129 498 440
is_linear=0
shrinkage=0.00124344


Tree=907
num_leaves=31
num_cat=0
split_feature=39 9 2 52 123 13 13 12 4 0 2 33 4 49 1 15 3 15 4 15 151 150 0 3 131 42 42 4 50 16
split_gain=0.00173817 0.00157705 0.00143096 0.00153827 0.00118065 0.00114599 0.00191048 0.00128286 0.00119545 0.00116234 0.00104543 0.00126293 0.000991822 0.000965336 0.000941803 0.00169125 0.00185206 0.00103921 0.00100554 0.000916678 0.00124673 0.000815522 0.000965405 0.00102557 0.00122028 0.000957097 0.00101759 0.000888876 0.00125604 0.000808103
threshold=0.16946000000000003 -0.036024999999999995 0.088225000000000012 0.19022000000000003 0.087590000000000015 -0.53104499999999988 -0.43167499999999998 0.092355000000000007 -0.46376499999999993 0.010870000000000003 -0.0091949999999999983 -0.0066799999999999993 0.36766000000000004 0.27293500000000009 0.093575000000000019 0.035560000000000008 0.11924500000000002 -0.0058549999999999991 0.033845000000000007 -0.092334999999999987 -0.0033899999999999994 0.084555000000000019 -0.10607499999999999 -0.074084999999999998 0.10033500000000002 0.083995000000000014 0.091465000000000005 -0.083854999999999985 0.10030500000000002 -0.037154999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 10 4 5 -4 -7 8 -8 13 11 -3 -9 14 17 16 -16 19 -18 20 -10 22 -12 24 25 -24 27 -27 -29 -13
right_child=-2 2 3 -5 -6 6 7 12 9 -11 21 29 -14 -15 15 -17 18 -19 -20 -21 -22 -23 23 -25 -26 26 -28 28 -30 -31
leaf_value=0.0013461192423743925 0.0013463351804407246 -0.0010176261161641456 -0.00098925718291043301 -0.00092745216575493511 0.00082019956662086251 0.0010125224549184964 -0.00089776673418218047 -0.00092264503645350931 0.00035454541474122655 0.00093839234472137918 -0.00018355649293400444 0.0011874015005344501 0.00023912243224622382 -0.0011477375986451304 0.0010181267455621808 -0.0010492257220243695 0.00055085356445510171 0.0001636738960553991 -0.00060528858092125928 -0.0011711174282304138 -0.0012296823154004501 -0.001344066634286974 -0.0012853014278994873 -0.0012601326329323087 0.00076948926446177956 0.00065069789463677405 -0.0013460382549275889 -0.0013460099258495726 0.00046600324204212608 -0.00010275159961284624
leaf_weight=0.0010470477363639921 0.0011846616367137122 0.0015146944145385532 0.0028043026040904797 0.0045410863203869658 0.0023617571989547051 0.0026193359391726281 0.0027831433693066209 0.0060271015470725322 0.0026524407739998423 0.0023251038642015933 0.0077871340842960947 0.0015336857101644341 0.0017085957476865588 0.0013854689723302718 0.0053879981374791441 0.0015417582792451876 0.0024538970741332378 0.005971509624014726 0.0030649055844662598 0.0029504314195563097 0.001361967339306598 0.0027613415720928449 0.0031867134805185771 0.0050843942778051659 0.0011739003579549481 0.0018692310678787285 0.0014891018938953948 0.0015714250371274838 0.0012397172013880464 0.0020619337923903905
leaf_count=89 23 28 15 204 112 29 70 467 20 50 127 52 25 23 115 16 44 118 42 156 76 108 372 130 74 44 133 251 70 38
internal_value=0 -0.000295416 -0.000316071 -0.000179117 -0.000107424 -0.000156067 -0.000100744 -0.000174354 -5.50403e-05 2.55712e-05 -0.000543534 1.32753e-05 -0.000666044 -5.37107e-05 5.99964e-06 0.00027028 0.000456802 -0.000248316 -9.1218e-05 -0.000601547 -0.000182935 -0.000652293 -0.000570666 -0.000763722 -0.000524032 -0.000686328 -0.00037694 -6.86135e-05 -0.00054691 0.000447554
internal_weight=0 0.0842611 0.0832141 0.0519408 0.0473997 0.045038 0.0422337 0.0396143 0.0318786 0.0290955 0.0312733 0.00511031 0.0077357 0.0267704 0.0253849 0.0124486 0.0109068 0.0129363 0.0055188 0.00696484 0.00401441 0.026163 0.0234016 0.0156145 0.0105301 0.00935619 0.00616948 0.00468037 0.00281114 0.00359562
internal_count=3121 3098 3009 1582 1378 1266 1251 1222 730 660 1427 118 492 610 587 217 201 370 86 252 96 1309 1201 1074 944 870 498 365 321 90
is_linear=0
shrinkage=0.00134594


Tree=908
num_leaves=31
num_cat=0
split_feature=39 42 9 156 151 4 150 158 51 48 156 41 1429 1213 448 15 42 42 3 1374 33 160 133 16 42 43 4 0 48 0
split_gain=0.00172549 0.00162248 0.00156006 0.00129183 0.00129908 0.00160398 0.00160396 0.00132974 0.00126275 0.00138793 0.00123263 0.00130783 0.00134983 0.00169186 0.00122836 0.00125184 0.00134022 0.00127784 0.00127009 0.00128206 0.00120573 0.00121388 0.00115964 0.00100441 0.00096594 0.00102897 0.00105383 0.00112148 0.00101208 0.000994609
threshold=0.16946000000000003 -0.26584999999999998 -0.036024999999999995 -1.0000000180025095e-35 -0.5225749999999999 0.27834500000000006 -0.22665999999999997 0.094245000000000009 0.11144500000000002 0.12230500000000001 0.10499000000000001 0.078475000000000017 0.084545000000000009 -1.0000000180025095e-35 -0.083114999999999981 -0.11713499999999999 -0.11466499999999999 -0.106335 0.30112000000000005 0.084595000000000017 -0.0066799999999999993 -0.098904999999999979 0.10722500000000001 0.033715000000000009 -0.0060199999999999993 -0.27207999999999993 -0.49405499999999997 -0.019414999999999998 -0.065224999999999991 -0.10011499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 -5 6 -6 10 9 -7 11 12 13 -8 -15 -16 -17 -18 19 20 -19 23 24 -22 29 -26 -27 28 -28 -23
right_child=-2 2 3 4 5 8 7 -9 -10 -11 -12 -13 -14 14 15 16 17 18 -20 -21 21 22 -24 -25 25 26 27 -29 -30 -31
leaf_value=-0.0013199320341646427 0.0013201353316393291 0.001319887978359955 -0.0013196548821272484 -0.001223622711448586 0.0010368709910978269 0.00087013673484607785 -0.0013196279175143421 -0.001170913317231998 -0.00059493808371268147 -0.00076462037177392104 -0.0011036893027027035 -0.0010598542596966594 0.00082606613125639429 -0.0013197618768156464 -0.00065760919103714788 -0.0011820857884394366 0.0012751828586277344 -0.0012146685796753877 0.0013196373970217716 -0.0012749641616364956 -0.0011070714011824499 0.00058303306958068393 -0.00051177493250628139 0.00045722712683361592 0.0012201543033036285 -0.00069045693862911605 -0.0010047110474032024 0.00094971169021819304 0.00026247255867742716 -0.00084341637540445301
leaf_weight=0.0017150375200358772 0.0016323902279964378 0.0014787555065254301 0.0013668774541102371 0.0015488697440986235 0.0021942971214912168 0.0077284817984590859 0.0017916023400603711 0.0019942307575648846 0.0016033351373607738 0.0010241326135655981 0.0019787911202318034 0.0021455192526929059 0.0031761878189193729 0.0012351444817184634 0.0045016659935726002 0.0014536208891264826 0.0015692140010514768 0.0012467857332012491 0.0013678800846719233 0.001275773117463074 0.0024510864466229512 0.0012501684060310936 0.0040251281337697611 0.0010088778958703415 0.0020078573234059141 0.0019627468153373467 0.0011475055248837398 0.004092975369559367 0.025166322446068513 0.002666484642137589
leaf_count=18 23 89 163 47 15 245 409 192 15 14 131 86 99 31 150 68 8 15 50 44 164 27 244 36 12 32 23 38 407 226
internal_value=0 -4.90255e-05 -2.38156e-05 -4.71973e-05 -2.6396e-05 -3.80013e-06 -7.39053e-05 -0.000108968 0.000481644 0.000678856 -7.76032e-05 -4.66247e-05 -1.23344e-05 -5.65536e-05 -1.78242e-05 1.0292e-05 6.73527e-05 0.000102799 6.57595e-05 3.02503e-05 6.56597e-05 0.000100529 0.000161969 -0.000650944 0.000232787 0.000303525 0.000246667 0.000307158 0.000207213 -0.000388104
internal_weight=0 0.0881754 0.0864603 0.0849816 0.0836147 0.0820658 0.0717099 0.0695156 0.0103559 0.00875261 0.0675213 0.0655425 0.063397 0.0602208 0.0584292 0.0571941 0.0526924 0.0512388 0.0496696 0.0483017 0.0470259 0.0457792 0.0423192 0.00345996 0.0382941 0.0343774 0.0323696 0.0304068 0.0263138 0.00391665
internal_count=3121 3098 3080 2991 2828 2781 2507 2492 274 259 2300 2169 2083 1984 1575 1544 1394 1326 1318 1268 1224 1209 1009 200 765 512 500 468 430 253
is_linear=0
shrinkage=0.00131955


Tree=909
num_leaves=31
num_cat=0
split_feature=39 42 42 13 13 1213 43 39 483 1365 133 43 4 3 160 33 9 159 1374 2 13 42 12 2 2 3 4 3 0 1
split_gain=0.00135528 0.00114965 0.000884347 0.000736328 0.000785026 0.00071302 0.000668986 0.000945803 0.000972652 0.000818073 0.000727042 0.000729698 0.00137357 0.00100749 0.000802659 0.000729202 0.0010341 0.000751784 0.000796173 0.000759138 0.000656118 0.000584354 0.0011979 0.000960482 0.00132256 0.00075801 0.00131753 0.000687711 0.000500202 0.000722089
threshold=0.16946000000000003 -0.11051499999999999 -0.106335 -0.23438999999999996 -0.53104499999999988 0.039620000000000009 0.24789500000000006 0.085220000000000004 0.096190000000000012 1.0000000180025095e-35 0.10722500000000001 -0.51144999999999985 -0.46376499999999993 -0.16186999999999999 -0.40698999999999991 -0.0066799999999999993 0.091600000000000015 0.091530000000000014 0.084595000000000017 0.10912000000000001 0.14871000000000004 0.09832500000000001 0.092355000000000007 0.089775000000000008 0.08622500000000001 -0.078934999999999991 -0.083439999999999986 -0.11255999999999998 0.11070500000000001 0.12408500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 -4 6 7 8 9 10 11 -5 -13 -14 -15 -16 17 18 20 -19 21 22 23 24 25 26 -17 -24 29 -6
right_child=-2 2 3 5 28 -7 -8 -9 -10 -11 -12 12 13 14 15 16 -18 19 -20 -21 -22 -23 27 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.00090213104558562547 0.0014573655688784064 0.0013155894697690744 -0.00035852380403432238 0.0010600907716521431 4.8043461808911242e-05 -0.0010281322904070857 -0.0011544144700773979 0.00076474987702056262 -0.0014569905721488177 -0.001273890426075496 -0.00092752663589428842 -0.0014010767670131949 0.00095677425232942208 -0.0011547506898403053 -0.0010973578154604262 0.00072919073195492397 0.001457709987558284 -0.0014570238929243393 -0.00097015467709822903 0.00013132711089764649 -0.00097129839386409531 0.00097539760573681165 7.8767361665548489e-05 0.00050268755226486896 -0.0012868305713760961 0.00047801841362446853 -0.0014569463364672061 -0.0014523806359575627 0.0014572751098159531 0.0014569976805208587
leaf_weight=0.003189145910135415 0.0012918279285685222 0.0010588979776002807 0.0020627751915043291 0.0013888703213069667 0.0028148915188808124 0.0016693510898004851 0.0011555477982705389 0.0029594322137267417 0.0010719468649837962 0.0011315921761578798 0.0017859186571702592 0.001459370634613307 0.0023801301913124314 0.0012813941404461451 0.0011938071650092743 0.001020056016262298 0.0010888706599416756 0.00141452455743618 0.0014479480856941498 0.0011644387197859984 0.0010836203798589841 0.0018472273962277788 0.0010655273155180112 0.012280925182647451 0.0016876412505224536 0.004827717343928885 0.0013723933688090106 0.0014978987875480234 0.0013745905716362472 0.0010638510130416279
leaf_count=179 23 10 36 13 49 266 138 222 145 49 271 135 57 167 22 100 13 102 53 31 24 51 16 238 195 57 238 139 12 70
internal_value=0 -5.06389e-05 -3.53612e-06 -2.82183e-05 0.000403065 -9.22516e-05 -5.94346e-05 -3.21952e-05 -8.6424e-05 -5.17898e-05 -1.82956e-05 2.28111e-05 -1.49878e-05 4.01989e-05 -2.3452e-05 2.04864e-05 6.24531e-05 1.29819e-05 8.20003e-05 -0.000739861 0.000139095 0.000186098 0.000124714 0.000238514 -0.000125694 0.00014571 -0.000524855 -0.000815936 0.000702111 0.000434488
internal_weight=0 0.0608403 0.0576512 0.0565923 0.00731611 0.0492762 0.0476068 0.0464513 0.0434918 0.0424199 0.0412883 0.0395024 0.0381135 0.0366541 0.034274 0.0329926 0.0317988 0.0307099 0.028131 0.00257896 0.026683 0.0255994 0.0237522 0.0211887 0.00890781 0.00722017 0.00239245 0.00256343 0.00525333 0.00387874
internal_count=3121 3098 2919 2909 167 2742 2476 2338 2116 1971 1922 1651 1638 1503 1446 1279 1257 1244 1111 133 1058 1034 983 828 590 395 338 155 131 119
is_linear=0
shrinkage=0.00145689


Tree=910
num_leaves=31
num_cat=0
split_feature=39 42 9 2 151 4 403 1213 160 457 133 33 14 16 484 1374 0 376 0 1 43 52 16 12 51 148 474 47 13 3
split_gain=0.00174406 0.00141846 0.00119018 0.00111097 0.00127633 0.00129318 0.00120779 0.00106123 0.00110305 0.0011834 0.00124987 0.00117316 0.00116135 0.00104693 0.0012996 0.00103903 0.00138865 0.0010183 0.000857946 0.00102376 0.00131229 0.00117861 0.00117358 0.00128259 0.000950588 0.00110898 0.00112122 0.00120957 0.000940376 0.00117827
threshold=0.16946000000000003 -0.26584999999999998 -0.036024999999999995 0.099185000000000009 -0.40381499999999992 -0.51843499999999987 -0.092474999999999988 -0.082704999999999987 -0.091944999999999985 -0.0029299999999999994 -0.25159999999999993 -0.0066799999999999993 0.076975000000000002 -0.51370499999999997 -0.0068949999999999992 -0.094929999999999987 -0.14116499999999996 0.080200000000000007 0.15398500000000004 0.104035 -1.0000000180025095e-35 0.15116000000000002 0.22339500000000004 0.099100000000000008 0.12229000000000002 -0.078369999999999981 -1.0000000180025095e-35 0.090100000000000013 -0.089109999999999981 -0.080104999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 6 -5 -6 -4 -8 -9 -10 -11 -12 13 -13 -15 -16 -17 18 19 21 -21 22 23 28 25 -22 -27 -28 -7 -30
right_child=-2 2 3 4 5 17 7 8 9 10 11 12 -14 14 15 16 -18 -19 -20 20 24 -23 -24 -25 -26 26 27 -29 29 -31
leaf_value=-0.0011265417894373892 0.001126680560082924 0.0011264065820910754 -0.0010950379387513634 -0.00093288953790439584 -0.00065582493779185302 0.000996243842755097 -0.0011263047117839344 -0.00063527846282497352 -0.00084817640090862126 -0.0011263499770279692 -0.00088632548430985414 0.00091018616190907556 -0.0010840294060018595 -0.00086312268887731762 -0.0007892971778227073 0.00079761539179502058 8.5893037989751047e-05 0.0010374062854350118 0.00082899089949322897 0.0011127194013222145 -0.00076130194149673402 -0.0011264427508196125 -0.0011263942430060864 -0.00093986317086583004 -0.00032657137149810756 -0.00059493271057081806 0.00091352574626002859 -0.00017406740667936195 0.00085549577093441294 -0.00058323847922508629
leaf_weight=0.0015139614116961289 0.0016394237439385497 0.0011206082694670263 0.0016707588147601973 0.0013946090771597133 0.0022300096149407969 0.0020756933300845049 0.0012884822975962598 0.0042198001519970765 0.0021109864828616756 0.0011687135291165154 0.0015938639789965228 0.0020931895754472329 0.0010141700084531627 0.0017234143813817928 0.0014369673311023226 0.0040959865150398253 0.023013872364467523 0.0018734010901511047 0.0023330680989488419 0.0021165002781913253 0.0010119924444325088 0.0014397370927312636 0.0010229436319058038 0.0010760659376813919 0.0036937785253030606 0.0010536306735389207 0.0053610189024908533 0.0017109747295762645 0.0012270700583627558 0.0017540732300034279
leaf_count=18 23 89 309 26 18 21 245 276 144 106 24 25 50 218 37 40 632 67 19 82 16 76 164 97 35 21 159 18 26 40
internal_value=0 -4.68545e-05 -2.5878e-05 -4.26902e-05 0.000120302 0.000169294 -0.000155254 -0.000119373 -8.88244e-05 -2.85405e-05 1.93353e-05 5.7623e-05 0.000102699 0.000139887 8.66211e-05 0.000143959 0.000193426 0.000235601 0.000177553 0.000112998 0.000291086 -0.000196702 -9.64046e-06 0.00017663 0.00015556 0.000350456 0.000488918 0.000650397 0.000414213 8.95973e-06
internal_weight=0 0.0794393 0.0779254 0.0768048 0.0313746 0.02998 0.0454302 0.0437594 0.042471 0.0382512 0.0361402 0.0349715 0.0333776 0.0323634 0.0302702 0.0285468 0.0271099 0.0277499 0.0258765 0.0235435 0.0149479 0.00859558 0.00715585 0.0061329 0.0128314 0.00913762 0.00812562 0.00707199 0.00505684 0.00298114
internal_count=3121 3098 3080 2991 885 859 2106 1797 1552 1276 1132 1026 1002 952 927 709 672 841 774 755 331 424 348 184 249 214 198 177 87 66
is_linear=0
shrinkage=0.00112622


Tree=911
num_leaves=25
num_cat=0
split_feature=128 124 13 132 41 0 403 3 12 1 42 43 48 1 4 48 16 150 2 4 16 124 0 0
split_gain=0.000227849 0.000242723 0.000240345 0.000386637 0.000407837 0.000381565 0.000242579 0.00027273 0.000287184 0.000749382 0.000414053 0.000387941 0.000258032 0.000381027 0.000430011 0.000374158 0.000688674 0.00026033 0.000235256 0.00021833 0.000205219 0.000203313 0.000162874 0.000173382
threshold=0.089290000000000022 -0.043384999999999993 -0.23438999999999996 0.079970000000000013 0.079885000000000025 -0.077809999999999976 0.10301500000000001 -0.11255999999999998 0.092355000000000007 0.11634000000000001 0.088200000000000014 -0.088704999999999992 0.12649500000000002 0.10508500000000001 0.25615500000000008 0.085700000000000012 -0.056919999999999991 0.090480000000000019 0.088475000000000012 0.053180000000000012 0.22339500000000004 -0.087894999999999987 0.11070500000000001 -0.060129999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 21 20 4 6 -5 7 22 10 -10 11 -9 13 15 -15 16 19 -17 -12 -13 -3 -1 23 -4
right_child=-2 2 3 5 -6 -7 -8 8 9 -11 18 12 -14 14 -16 17 -18 -19 -20 -21 -22 -23 -24 -25
leaf_value=-1.6958707696281056e-05 -0.0019161353345517988 0.0018758078848145243 0.00044163655921639153 -0.00037563746720799994 -0.0026769372478352804 0.0030517553547937631 -0.0021066062323308351 -0.0025361594296782531 -0.0039326894686023675 0.00082771493204697531 -0.00020462380714379339 0.00057108616129805613 -0.0018730335975309566 0.0031081325238715824 -0.00011948285197269056 -0.0034486228930428867 -0.0017568528794707548 -0.00050661251897109638 0.002267743958442188 0.0029279111602137421 -0.00018754324963406792 0.0024244198381054975 -0.00034318371091812515 0.0026104771113987691
leaf_weight=0.0010658760664794542 0.0010533976069366782 0.0018766847652829091 0.0013086923457237276 0.0010407098838731699 0.0012219462377913706 0.0011780666160916544 0.0011141203787929923 0.0013675429555097826 0.0012102266677215248 0.0010511581536398751 0.0010731433495339013 0.0019522627986452391 0.0013904564702329489 0.0012505992760907247 0.0016013299023800442 0.0010223190482142597 0.0019911942104651305 0.0010243197163504192 0.0016792125676117209 0.0010169729909730307 0.0014563378766041524 0.0012737180258906014 0.0012457703121100394 0.0012038283460142829
leaf_count=63 185 127 84 160 76 97 160 130 459 55 190 330 34 27 53 82 283 21 117 52 17 184 83 52
internal_value=0 3.37832e-05 -6.83763e-05 -0.000202322 -0.0003563 0.00144415 -0.000230287 -0.000132553 -0.000347585 -0.00171991 -0.000145666 -0.000461855 -0.000209692 2.48963e-05 0.00129586 -0.000492395 0.000119804 -0.00197618 0.00130377 0.00137831 0.000974243 0.00131217 0.000876197 0.0014808
internal_weight=0 0.0316165 0.0292769 0.0259439 0.0237251 0.00221878 0.0225031 0.021389 0.0176307 0.00226138 0.0153694 0.012617 0.0112495 0.009859 0.00285193 0.00700707 0.00496043 0.00204664 0.00275236 0.00296924 0.00333302 0.00233959 0.00375829 0.00251252
internal_count=3121 2936 2689 2545 2288 257 2212 2052 1833 514 1319 1012 882 848 80 768 665 103 307 382 144 247 219 136
is_linear=0
shrinkage=0.00412451


Tree=912
num_leaves=31
num_cat=0
split_feature=39 42 1425 4 1374 150 1 14 132 15 1455 401 454 11 1 146 151 150 160 16 12 49 16 43 376 16 0 51 0 12
split_gain=0.00182979 0.00172934 0.00167803 0.00290791 0.00160532 0.00175024 0.00248292 0.00209505 0.00178197 0.00172145 0.00152182 0.00135797 0.0013259 0.00143222 0.00156518 0.00139792 0.00166088 0.00134134 0.00230062 0.00131994 0.00127281 0.00123326 0.00175861 0.00164957 0.00201626 0.00146536 0.00141228 0.00197123 0.00197775 0.00147916
threshold=0.16946000000000003 -0.26584999999999998 1.0000000180025095e-35 0.50996500000000011 0.10637000000000001 0.081835000000000019 0.093575000000000019 0.076175000000000007 -1.0000000180025095e-35 -0.033689999999999991 1.0000000180025095e-35 0.10076500000000001 -1.0000000180025095e-35 0.081790000000000015 0.11230000000000001 0.086030000000000009 0.13982000000000003 -0.22665999999999997 -0.098904999999999979 0.15273500000000004 0.086700000000000013 -0.33072999999999991 -0.51370499999999997 0.24789500000000006 1.0000000180025095e-35 -0.29154999999999992 -0.10607499999999999 0.10681500000000001 -0.084269999999999984 0.10711000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 7 9 8 -3 20 11 12 -10 15 -15 16 17 -14 19 -19 -7 -20 -23 24 25 -24 -27 28 -28 -30
right_child=-2 2 -4 -5 -6 6 -8 -9 10 -11 -12 -13 13 14 -16 -17 -18 18 21 -21 -22 22 23 -25 -26 26 27 -29 29 -31
leaf_value=-0.0013463907413058536 0.0013464793792809895 -0.0012702925335697957 -0.00134702854350203 0.0011895210347798732 -0.0012496999462683991 -0.00019552139012022328 0.00087219196297202506 -0.0012462416693350626 -0.00094799790302872472 -0.0011863288827384173 -0.0013460783828262801 -0.0013112530634220893 0.0011757228849151877 -0.0011466820827191182 0.00052629117632583373 -0.0013462611840141137 0.0013438767367933179 -0.0012788407756498049 -0.0013460800082804305 0.00047539264656589663 0.00099351109484862232 0.0011332995168073995 -0.00089565596810935015 -0.0012376532338769317 0.0013419868926546185 0.00058866364932081783 -0.00074552454667981948 0.0011349420924565352 0.00017669181687657344 -0.0013461720396341784
leaf_weight=0.0018864852467999063 0.0016800372663681165 0.0022303137716317414 0.001764642401042237 0.0034594285957680873 0.0020330192479605094 0.0052342842554367053 0.0083852107898394479 0.0029284028013805133 0.0025307412336559301 0.0021611951775319937 0.0016012088206078792 0.0014429255975105795 0.0019835586075487291 0.0034564060605930527 0.001433120154615608 0.0011862575993291094 0.001972271564966376 0.0034272411930142957 0.0010063695540338804 0.0010048373849542713 0.0023690650753707132 0.003145284723416338 0.0026458701522073932 0.0016271945822374781 0.0024011796075882321 0.0096261015040681568 0.0066411027052408573 0.0025424189891038998 0.020839709998281171 0.0012232555621185517
leaf_count=18 23 288 78 140 28 43 206 87 60 102 198 122 12 67 19 7 12 217 15 13 30 29 65 45 55 74 348 37 624 59
internal_value=0 -6.94472e-05 -4.59e-05 -2.30626e-05 -6.62735e-05 -4.096e-05 0.000334985 -0.000129695 -8.54901e-05 -0.000126336 -4.86544e-05 -1.90341e-05 8.10956e-06 4.46812e-05 -0.000656334 0.000100622 0.000129187 8.7963e-05 4.95234e-05 -0.000881122 0.000174959 0.000129307 0.000158597 9.41195e-05 0.000141312 7.50632e-05 0.000137902 -9.63723e-07 -0.000101575 9.22584e-05
internal_weight=0 0.104189 0.102303 0.100538 0.0970785 0.0950455 0.0181498 0.0768958 0.0739674 0.00976454 0.0717371 0.0701358 0.0686929 0.0661622 0.00488953 0.0612727 0.0600864 0.0581141 0.0561306 0.00443208 0.00760335 0.0516985 0.0506921 0.0475468 0.0459196 0.0435185 0.0408726 0.0312465 0.0287041 0.022063
internal_count=3121 3098 3080 3002 2862 2834 381 2453 2366 175 2078 1880 1758 1698 86 1612 1605 1593 1581 230 73 1351 1336 1307 1262 1207 1142 1068 1031 683
is_linear=0
shrinkage=0.00134594


Tree=913
num_leaves=31
num_cat=0
split_feature=39 42 1425 4 480 151 1348 1456 43 1374 1 157 11 157 1213 0 13 4 1213 403 1 1374 1374 47 43 0 2 1 3 160
split_gain=0.00163491 0.00146581 0.00114875 0.00179034 0.00101398 0.00100291 0.00105354 0.00108945 0.0010405 0.00106063 0.00130498 0.0013349 0.00126585 0.000851615 0.00145983 0.00082929 0.00128666 0.000779362 0.000761801 0.000930138 0.00102627 0.00100899 0.00113 0.000778694 0.000760464 0.00103371 0.00075698 0.000633904 0.000952193 0.000853239
threshold=0.16946000000000003 -0.26584999999999998 1.0000000180025095e-35 0.50996500000000011 0.084710000000000021 -0.5225749999999999 0.090205000000000021 -1.0000000180025095e-35 0.50194500000000009 0.10637000000000001 0.10752500000000002 -0.084489999999999996 0.081790000000000015 -0.08107499999999998 -1.0000000180025095e-35 -0.059114999999999994 0.096675000000000011 -0.51843499999999987 0.039620000000000009 0.092070000000000013 0.094385000000000011 -0.094929999999999987 -1.0000000180025095e-35 0.092530000000000015 -0.15582499999999996 -0.081894999999999982 0.14285500000000004 0.092695000000000013 -0.084074999999999997 -0.076214999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 -3 7 -7 9 10 11 -9 13 -13 -15 16 18 -17 19 20 21 -16 -23 -22 -24 27 -12 28 -26 -30
right_child=-2 2 -4 -5 -6 6 -8 8 -10 -11 26 12 -14 14 15 17 -18 -19 -20 -21 23 22 24 -25 25 -27 -28 -29 29 -31
leaf_value=-0.0012687161656558131 0.0012688422841696694 -0.0011906419194966135 -0.0012689249241143621 0.00110219248153513 -0.00091442899124929001 -0.0009598433540598763 0.0012535318785294029 -0.0012657799113779597 -0.0012685592892033696 -0.001155741457233123 0.00029124943182408722 0.00083801155264780236 -0.001020465603485855 -0.0011067772048189866 -0.0012685718025554048 -0.00023066180185889046 -0.0011426077760312992 0.00051162625210015439 -0.0009468492854162458 0.00079529226664639286 0.00078837877722428228 0.0010953221383399332 0.00082329055243750488 -0.00044545869953047389 -0.00097540039196047327 -0.0012683792820567857 0.0012684148770837561 -0.00093843444026069805 -0.00089022244705717055 0.00025958734975181289
leaf_weight=0.0015646350992994931 0.0015336727582564427 0.0011508477857375956 0.0011806134322185349 0.0022645382409045558 0.0020870488961297609 0.0019130838760714744 0.0010672542731953163 0.0014059401677215524 0.0010050617837968892 0.0011857883278025829 0.013241097666657708 0.0020199560055011992 0.0019125433555267071 0.0018491568708767217 0.0012649055554447832 0.00304693378464549 0.0017059389527638294 0.0089850502471904431 0.0013101806914352912 0.0024012430588502545 0.0034943812857193271 0.0011934514532185849 0.001107079558551047 0.0010762355915971966 0.0015102326628628612 0.0014857554860370275 0.0014111765328976853 0.0014384079049420953 0.0011922544390792237 0.0080333232794842502
leaf_count=18 23 45 78 140 221 274 33 115 56 27 257 61 64 414 12 21 74 131 215 36 112 5 18 23 111 232 64 17 76 148
internal_value=0 -5.40692e-05 -2.80136e-05 -7.59752e-06 -4.37611e-05 -1.68036e-05 3.58545e-06 -1.68782e-05 1.16313e-05 3.22937e-05 5.53559e-05 -4.87798e-05 -1.07798e-05 3.40095e-05 -5.51028e-06 4.6379e-05 -7.6213e-05 0.000323652 -4.89248e-06 4.61105e-05 -3.6426e-05 -0.000178191 -9.17762e-05 0.000497849 -0.000187716 -0.000269653 0.000385361 -0.000147768 -4.18323e-05 0.000110993
internal_weight=0 0.0745041 0.0729395 0.0717589 0.0694943 0.0674073 0.0662564 0.0651892 0.0632761 0.062271 0.0610852 0.046433 0.045027 0.0431145 0.0410945 0.0392454 0.0272134 0.012032 0.0255075 0.0241973 0.021796 0.0172254 0.0159605 0.00457062 0.0147671 0.01366 0.0146523 0.0121742 0.0107358 0.00922558
internal_count=3121 3098 3080 3002 2862 2641 2596 2563 2289 2233 2206 1885 1770 1706 1645 1231 1079 152 1005 790 754 619 607 135 602 584 321 352 335 224
is_linear=0
shrinkage=0.00126831


Tree=914
num_leaves=31
num_cat=0
split_feature=39 42 9 42 457 14 3 484 1375 51 1 1425 4 11 3 1213 15 47 0 16 13 43 42 47 43 3 4 403 51 457
split_gain=0.00162558 0.00166586 0.00141208 0.00132832 0.00123964 0.001857 0.00168725 0.00132363 0.00122791 0.00113315 0.00127412 0.00107219 0.00196254 0.00145932 0.00142492 0.00146728 0.00139996 0.00124838 0.00166742 0.00141498 0.00112774 0.00106938 0.00127099 0.00117175 0.0018095 0.0017246 0.00216911 0.00126864 0.00104119 0.000888757
threshold=0.16946000000000003 -0.11051499999999999 -0.036024999999999995 -0.106335 0.088350000000000026 0.076175000000000007 0.30112000000000005 -0.0068949999999999992 -0.43169999999999992 0.14780500000000005 0.12873500000000002 1.0000000180025095e-35 0.50194500000000009 0.087830000000000005 -0.11255999999999998 -1.0000000180025095e-35 -1.0000000180025095e-35 0.10621500000000002 -0.11013499999999998 -0.014754999999999999 -0.080759999999999985 0.016310000000000002 0.091735000000000025 0.09550500000000002 -0.078844999999999985 -0.077774999999999983 -0.083644999999999983 0.13075000000000003 -0.025879999999999997 -0.0029299999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 5 6 7 -5 -6 10 11 12 13 14 16 -16 -9 18 19 29 -19 22 23 24 25 26 -20 -26 -12 -17
right_child=-2 2 3 4 8 -7 -8 9 -10 -11 28 -13 -14 -15 15 17 -18 20 21 -21 -22 -23 -24 -25 27 -27 -28 -29 -30 -31
leaf_value=-0.00079373451524449848 0.0013200963358330406 0.0013197843466251091 0.0012079234647884894 -0.00077675388628393885 -0.00038309507242512901 -0.0012089809924503219 0.00085429762401544268 0.0011497618274493402 0.00067060016856588178 -0.0011999962504431803 -7.0834421034507585e-06 -0.0013204522029056683 0.0011330944125874072 -0.0013197888265843558 -0.0013196844598466228 -0.00057003116872600369 5.9559997843205677e-05 0.00022660320022447686 0.00053031970545835408 0.0011325473907470951 -0.0013059096849723562 0.00024888366911280388 -0.0013096346636777383 0.00081648706477963052 -0.0010912230815730034 0.0010060402976622648 -0.001319620310575507 0.00050429846054031598 0.0012390363662378929 0.00034376058141605389
leaf_weight=0.0051260112665669757 0.0015042305703758521 0.001349387546245139 0.0014579351491192929 0.0050197496752852891 0.0026535411064969594 0.0026330595081702759 0.0032102860714502404 0.002798702469675618 0.0070207904448125191 0.0015151569305267279 0.0023287352547640694 0.001225056833644266 0.0022558426010874646 0.0017181982776719442 0.0019230506315031084 0.0026037823357398801 0.0076763871254001831 0.0011994822960446072 0.0022010621918582144 0.0029530140373310457 0.0027597492469837439 0.0053862546722847062 0.0024267045096770792 0.0015230799769412337 0.0061334485610729248 0.0023296770852425774 0.0022134500355726061 0.0010107249472639523 0.0023413584973752668 0.0064297476363748265
leaf_count=179 23 88 10 431 14 84 106 38 129 44 29 55 56 41 405 24 69 20 45 42 55 198 184 31 294 48 234 4 54 87
internal_value=0 -6.28883e-05 -1.94765e-05 -4.07505e-05 -6.25553e-05 -0.000120765 -8.05113e-05 -0.000124662 0.000381586 -7.26648e-05 -4.48628e-05 -9.93667e-05 -7.24341e-05 -0.000123469 -8.36092e-05 -0.000194354 0.000350837 -0.000139106 -6.0113e-05 0.000339588 -0.000841622 -0.000266406 -0.000421999 -0.00028223 -0.000402722 8.74978e-05 -0.000397246 -0.000865496 0.000617661 8.03735e-05
internal_weight=0 0.0914234 0.0862974 0.084948 0.0834901 0.0738158 0.0711827 0.0679724 0.00967433 0.0629527 0.0614375 0.0567674 0.0555424 0.0532865 0.0515683 0.0410932 0.0104751 0.0391702 0.0352109 0.0119865 0.00395923 0.0232244 0.0178381 0.0154114 0.0138884 0.00674419 0.00441451 0.00714417 0.00467009 0.00903353
internal_count=3121 3098 2919 2831 2821 2678 2594 2488 143 2057 2013 1930 1875 1819 1778 1671 107 1266 1191 153 75 1038 840 656 625 327 279 298 83 111
is_linear=0
shrinkage=0.00131955


Tree=915
num_leaves=26
num_cat=0
split_feature=4 11 48 1374 16 15 3 15 52 16 43 0 1 48 12 15 16 403 15 16 3 11 52 49 13
split_gain=0.000242251 0.000430249 0.000326863 0.000477917 0.000481575 0.000399448 0.000601511 0.000419785 0.000333958 0.00032418 0.000306058 0.000348486 0.000248334 0.000245395 0.000242594 0.000423827 0.000538889 0.000314962 0.000280179 0.000231463 0.000224274 0.000435672 0.00021649 0.000127322 4.41098e-05
threshold=0.27287000000000006 0.080455000000000013 0.016865000000000002 -0.094929999999999987 -0.25582999999999995 -0.016799999999999995 0.10542000000000001 -0.053579999999999996 0.11125500000000001 0.22339500000000004 -0.074359999999999996 -0.10224499999999999 0.12205500000000001 0.10493500000000001 0.084100000000000022 0.088235000000000022 0.023255000000000001 0.03138500000000001 0.035560000000000008 0.064860000000000015 0.11924500000000002 0.08740500000000001 -0.089199999999999988 -0.078034999999999979 0.0045550000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 -4 -5 7 8 10 14 -8 -1 -12 20 22 18 16 -16 24 19 -7 21 -2 -6 -24 -17
right_child=12 -3 3 4 13 6 9 -9 -10 -11 11 -13 -14 -15 15 17 -18 -19 -20 -21 -22 -23 23 -25 -26
leaf_value=0.00075966183687081962 0.0025121838427587442 -0.002446748173901963 -0.0017300481225619108 -0.0013410758796427531 0.00053672542661775203 0.0021595264204298447 0.0030274320831800076 -0.0027486273107675675 -0.0022994167370574805 0.00043389204324420272 -0.0029648793954086326 9.7182978543883136e-05 0.0022524686325298545 0.00017661415770453236 -0.0038105810386763793 -0.0013651335411319287 -2.6194099774885159e-05 0.001393728854128721 -0.001010292357321305 -6.5815720722577924e-05 -0.0011416444181248137 -0.00087384837292159116 0.0013931674689276214 0.0029850233521188257 -0.00026185347935314316
leaf_weight=0.0016236801570774784 0.001195731310986047 0.0011441653614805416 0.0011535891627829642 0.0011701504258496698 0.0013440077162334418 0.001612103220896003 0.0012458199580827065 0.0017466905678675771 0.0011924233748470412 0.0015964316162921932 0.0010767030325773419 0.0010818492502716603 0.0012280008869423042 0.0019050028994858081 0.0011315775291499408 0.0011071939561788646 0.0010563126968055059 0.0016183050496794138 0.0011539275250813663 0.0011719794186457744 0.0011199345746391032 0.0010243833239655942 0.0011890294479295349 0.0018877498739094944 0.0010025799892163789
leaf_count=294 115 139 23 33 93 88 36 149 237 26 48 130 182 139 439 274 40 94 112 60 28 27 88 165 62
internal_value=0 -0.00015635 -6.29814e-05 0.000553126 0.000904496 -0.000337426 7.39607e-06 -0.00120362 -0.000394843 0.0015707 -0.00049011 -0.0014302 0.000787252 0.00131988 -0.000164372 -0.000652159 -0.00198348 0.00012915 0.000568419 0.00122275 0.000248551 0.000949834 0.00181254 0.00236985 -0.000840847
internal_weight=0 0.0292113 0.0280671 0.00864953 0.00749594 0.0194176 0.0138887 0.00552892 0.0110464 0.00284225 0.00378223 0.00215855 0.00456805 0.00632579 0.00985398 0.00591597 0.00218789 0.00372808 0.00393801 0.00278408 0.00334005 0.00222011 0.00442079 0.00307678 0.00210977
internal_count=3121 2769 2630 541 518 2089 1468 621 1406 62 472 178 352 485 1169 909 479 430 260 148 170 142 346 253 336
is_linear=0
shrinkage=0.00381041


Tree=916
num_leaves=25
num_cat=0
split_feature=1447 15 1 158 15 1213 13 151 1 156 159 48 51 48 0 2 43 0 3 43 16 13 42 43
split_gain=0.000239796 0.000313032 0.0002963 0.000291183 0.000252317 0.000313477 0.000300573 0.000250188 0.000292321 0.000235734 0.00037285 0.000229479 0.000290665 0.000280856 0.000260533 0.000407889 0.000271758 0.000329512 0.000414575 0.000242106 0.000237773 0.000224715 0.000269126 0.000173627
threshold=-1.0000000180025095e-35 -0.24436499999999997 0.111945 0.084905000000000022 -0.11713499999999999 -1.0000000180025095e-35 -0.083254999999999982 -0.086944999999999981 0.088340000000000016 0.08426500000000002 0.080005000000000007 0.093440000000000009 0.08955500000000001 0.12879500000000002 -0.10607499999999999 0.082275000000000015 0.016310000000000002 -0.077999999999999986 0.0051600000000000005 -0.0037449999999999996 -0.23935499999999996 0.18141000000000002 0.08511500000000001 0.16180500000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 6 -6 -3 8 -7 11 -11 12 14 -13 15 -9 17 19 21 -16 -17 22 -19 -18
right_child=1 3 -4 -5 5 7 -8 9 -10 10 -12 13 -14 -15 16 20 23 18 -20 -21 -22 -23 -24 -25
leaf_value=-0.001817221765949817 -0.00011703122187045206 5.873541190210769e-05 0.0027160517037855369 -0.0021645190131230796 -0.0020444798732673856 -3.2840952094350764e-05 -0.0026828803554060374 0.00282835940536781 0.0029811974989075963 -0.0028541175483630483 0.00052031599247074364 0.0025776960217392003 -0.001764319978592764 5.5321310777771831e-05 -0.0023056583213345192 -0.0012946448700980186 0.0019882052949387113 0.0029087369215158383 -0.0014765899321352509 -0.00030516053707444445 0.0012191678494456232 -0.00046767078400767286 0.00027163751487934324 8.4556726427407446e-06
leaf_weight=0.0011814963883118859 0.0011046144430935092 0.0014340869705353754 0.0013308457735456969 0.0010538765728868018 0.0010471184890663556 0.0010043199619360612 0.001201801115291219 0.0014291376685804285 0.0011050815977569073 0.0010832467988637342 0.0010586254413551544 0.0014025075860608629 0.0013343473444082923 0.0014871129079239154 0.0019937278126769238 0.001093098254429492 0.0014368620766642684 0.0013249235995716141 0.0016325488930419851 0.0019632090917411863 0.0014073297173444743 0.001211549108901977 0.0012112539180240134 0.0014606816909390474
leaf_count=300 35 85 203 204 415 98 107 28 67 199 76 96 167 45 371 54 76 102 26 68 44 22 145 88
internal_value=0 3.79984e-05 0.00143109 -7.74964e-05 1.61262e-07 0.000122422 -0.00119127 0.00021451 0.00154617 8.98331e-05 -0.0011863 0.000223896 4.95661e-05 0.00127958 0.0001993 0.00110514 -9.1637e-05 -0.000427353 0.00022409 -0.00131312 0.000120218 0.000964924 0.00164928 0.000990193
internal_weight=0 0.0318119 0.00243546 0.0293764 0.0283226 0.0256867 0.00263589 0.0246396 0.0021094 0.0225302 0.00214187 0.0203883 0.0174987 0.00288962 0.0161643 0.00392957 0.0122348 0.00933721 0.00538028 0.00395694 0.00250043 0.00374773 0.00253618 0.00289754
internal_count=3121 2821 238 2583 2379 2187 192 1772 165 1607 275 1332 1191 141 1024 126 898 734 295 439 98 269 247 164
is_linear=0
shrinkage=0.00404364


Tree=917
num_leaves=31
num_cat=0
split_feature=39 9 156 42 10 33 9 401 42 0 13 131 403 150 42 49 13 2 1365 13 43 15 2 130 49 133 4 13 12 151
split_gain=0.00171781 0.00130292 0.00117497 0.00118949 0.00124122 0.00102443 0.00104567 0.000991543 0.000976251 0.000936306 0.000953473 0.00147907 0.00117482 0.000934793 0.000985853 0.00133138 0.00143601 0.00110386 0.000878668 0.000898923 0.000845076 0.00102365 0.00121366 0.00106562 0.00108135 0.00116531 0.000959162 0.0011707 0.00130897 0.000915571
threshold=0.16946000000000003 -0.036024999999999995 -1.0000000180025095e-35 -0.11051499999999999 0.083760000000000015 -0.0066799999999999993 0.088235000000000022 0.10076500000000001 -0.106335 -0.26609999999999995 -0.091054999999999983 0.094655000000000017 -0.088999999999999982 0.084120000000000014 0.091625000000000012 -1.0000000180025095e-35 -0.53104499999999988 0.10005000000000001 0.084635000000000016 -0.087074999999999986 -0.074359999999999996 0.14654000000000003 0.10774000000000002 -0.082344999999999988 -1.0000000180025095e-35 0.090445000000000011 -0.46376499999999993 0.10820000000000002 0.090840000000000018 -0.086654999999999982
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 5 -5 7 8 -7 -10 11 13 -12 14 15 -11 -17 -18 19 -14 21 22 23 -21 -25 -26 -22 28 29 -28
right_child=-2 2 3 4 -6 6 -8 -9 9 10 12 -13 18 -15 -16 16 17 -19 -20 20 26 -23 -24 24 25 -27 27 -29 -30 -31
leaf_value=0.0012939512876584858 0.0012942757193415162 -0.001293772310871702 -0.00080283569459364606 -0.0010918991381984986 0.0012800053899693503 0.0011729795425255379 0.0010885483006876243 -0.0012517788008713198 0.0011527934403546194 -0.00071291116204378311 -0.0012696326658086154 -0.0012353178932582392 -0.0010687923181220281 0.0012151501022087735 -0.00069748774212903455 -0.00045296981408906461 0.00030003672946431257 0.001262654942920493 -0.0011829345307944241 -0.0012880803466147745 -0.001293800000712033 0.0012940026169624629 0.0010781068080076206 -0.00072696585270292345 0.00059758387574335885 -0.00060371767580620129 0.00057070803910258029 0.00085743916166594136 -0.0010991737280437888 -0.00022667058188815956
leaf_weight=0.0011516575304106871 0.0015749347051183795 0.0013385277028055134 0.0035255917818344243 0.0015585665591686384 0.0011855632505657345 0.0011038350785383946 0.0013679133035680016 0.0011372025733038518 0.0010563150690359102 0.0017752487394187009 0.0015849711648900913 0.0011361973161996266 0.0015465582978961825 0.0016472101290148098 0.001839712014081841 0.0020900600465125771 0.0042536874432244076 0.003752487443293262 0.001297543289005886 0.0011004603614992456 0.0012802936247737649 0.0012881064394605355 0.001756480449421006 0.0022491319970479057 0.0054522320429102305 0.0017967796879148068 0.002809094495091812 0.001804851436588705 0.0025443990001257069 0.01696271043073418
leaf_count=89 23 163 170 22 43 9 23 149 21 30 338 22 135 73 62 24 107 57 45 23 101 6 93 162 246 59 37 25 317 447
internal_value=0 -7.12273e-05 -9.29906e-05 -7.0322e-05 -3.19926e-05 -5.54917e-05 -3.04999e-05 -5.46957e-05 -3.27842e-05 -5.45945e-05 -7.58621e-05 0.000188965 -0.000176342 0.000294331 0.000183708 0.000320266 0.000501932 0.000751215 -0.000134974 -0.000101475 -6.31592e-05 0.000196536 8.21175e-05 -8.29454e-05 5.66822e-05 0.000299823 -0.000202643 -0.000144727 -0.000225778 -0.000113382
internal_weight=0 0.0733934 0.0722417 0.0709032 0.0673776 0.066192 0.0646335 0.0632656 0.0621284 0.0610245 0.0599682 0.0164946 0.0434736 0.0153584 0.0137112 0.0118715 0.0100962 0.00800617 0.0418886 0.0405911 0.0390445 0.0136432 0.0123551 0.0105986 0.00949814 0.00724901 0.0254013 0.0241211 0.0223162 0.0197718
internal_count=3121 3098 3009 2846 2676 2633 2611 2588 2439 2430 2409 375 2034 353 280 218 188 164 1696 1651 1516 589 583 490 467 305 927 826 801 484
is_linear=0
shrinkage=0.00129368


Tree=918
num_leaves=31
num_cat=0
split_feature=39 42 2 376 1456 151 15 1348 1374 150 1456 11 38 13 160 403 403 453 150 49 2 157 14 133 42 1374 15 33 15 1
split_gain=0.00207208 0.00170902 0.00135038 0.00131378 0.00133794 0.00131703 0.00161431 0.00161721 0.00131397 0.00150414 0.00170588 0.00135361 0.00116385 0.00139771 0.00158409 0.0013436 0.0014225 0.00129121 0.0012022 0.00142854 0.00124261 0.00109793 0.0010821 0.00102317 0.00102612 0.00100727 0.00111977 0.00108176 0.00114845 0.000994699
threshold=0.16946000000000003 -0.26584999999999998 0.17025000000000004 0.048375000000000008 0.075120000000000006 -0.5145249999999999 -0.24436499999999997 0.090205000000000021 0.093235000000000012 -0.22665999999999997 -1.0000000180025095e-35 0.087925000000000017 0.10777500000000002 -0.094514999999999988 -0.098904999999999979 0.10301500000000001 -0.088999999999999982 1.0000000180025095e-35 0.082565000000000013 -1.0000000180025095e-35 0.097845000000000015 1.0000000180025095e-35 -0.46885499999999997 -0.11008499999999999 -0.11051499999999999 -0.094929999999999987 -0.11033999999999998 -0.0066799999999999993 -0.094549999999999981 0.08844500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 -3 22 8 9 -8 -11 12 13 18 -15 16 -16 21 19 -12 29 23 -7 -18 -25 -26 -27 -28 -29 -21
right_child=-2 2 -4 -5 -6 6 7 -9 -10 10 11 -13 -14 14 15 -17 17 -19 -20 20 -22 -23 -24 24 25 26 27 28 -30 -31
leaf_value=-0.0012941055029934629 0.0012943464178134742 -0.0012938368265087204 0.0012903816359545134 0.00056799799550605215 -0.0012938074919203954 -0.00019316997427856685 0.0011593093914286253 0.0012797203515588045 -0.0012939146307532367 -0.0012938246790946536 -0.000816592000802495 -0.001293910829072953 -0.0011577987654310562 -0.0010838029722721786 -0.0012937331525702874 -0.001089368865197512 -0.00089953732418010621 -0.0010816900022613994 0.0012352371684912523 -0.00045762873414505379 0.00087259349097490847 -0.0011330149397791966 0.00097628823024089142 -0.0010393224501226471 -0.00050108433852619617 -0.00068515028574935239 -0.0009532246115479745 0.00091605135176269436 0.00024421862713440358 0.00060126294887963673
leaf_weight=0.0018553591579077979 0.0019157314929003624 0.0014600233480024363 0.0012597492273727076 0.0052486253748682534 0.0015413316914791855 0.001974643411426058 0.001531081768916919 0.0013777311223179814 0.0016015643634545986 0.0020691194052062647 0.0020997956287374117 0.0015517728535741062 0.0016060701366455979 0.0028675429358209206 0.0014588737047445113 0.0021444978152942431 0.0016456778623421533 0.0017435225243005439 0.0020090036946527343 0.0036370047376692582 0.0044440978645923224 0.0012550610484645111 0.0040199336671093979 0.0011847894227106073 0.0032357360275341298 0.0019723961695454683 0.0010709777243391718 0.0052572936141643744 0.022410898609394728 0.0025088977652103495
leaf_count=18 23 45 54 158 236 29 9 30 33 276 17 73 19 192 330 146 151 34 52 91 57 89 136 65 36 39 19 32 610 22
internal_value=0 -6.56454e-05 -3.92004e-05 -5.89223e-05 -0.000100219 -7.66742e-05 -5.34983e-05 -0.000108163 -0.000135753 -0.000108356 -0.000137686 -0.000100369 -7.07601e-05 -4.21141e-05 -0.000152563 -9.10047e-05 -3.90834e-05 6.93332e-06 0.000305394 0.000158184 0.000351464 5.68386e-05 0.000591063 9.7443e-05 0.000144144 0.000185448 0.00025778 0.000322495 0.000371875 -2.5365e-05
internal_weight=0 0.0880431 0.0861877 0.084928 0.0796793 0.078138 0.076678 0.0706834 0.0693057 0.0677041 0.066173 0.0641039 0.0625521 0.0609461 0.0462473 0.0433797 0.0412352 0.0397764 0.0146988 0.0126898 0.01059 0.0380328 0.00599458 0.0367778 0.0351321 0.0339473 0.0307116 0.0287392 0.0276682 0.0061459
internal_count=3121 3098 3080 3026 2868 2632 2587 2422 2392 2359 2350 2074 2001 1982 1743 1551 1405 1075 239 187 170 1041 165 952 801 736 700 661 642 113
is_linear=0
shrinkage=0.00129368


Tree=919
num_leaves=31
num_cat=0
split_feature=39 42 42 9 3 124 457 14 1375 51 454 4 150 160 11 3 2 133 1373 1213 4 13 1 4 3 12 14 47 13 403
split_gain=0.00223791 0.00181569 0.00149729 0.00143862 0.00148262 0.0021144 0.00147889 0.00166189 0.00151737 0.00121605 0.00136902 0.00165857 0.00174357 0.00160216 0.00155047 0.00133044 0.00134943 0.00133659 0.00136387 0.00141528 0.00135696 0.00151482 0.00189103 0.00215735 0.00143342 0.00152538 0.00123936 0.00149668 0.00116565 0.00106922
threshold=0.16946000000000003 -0.11051499999999999 -0.106335 -0.036024999999999995 0.31299000000000005 -0.083229999999999985 0.088350000000000026 0.076175000000000007 -0.43169999999999992 0.161415 -1.0000000180025095e-35 0.27834500000000006 -1.0000000180025095e-35 -0.098904999999999979 0.081790000000000015 -0.11255999999999998 0.10855000000000002 -0.25159999999999993 1.0000000180025095e-35 -1.0000000180025095e-35 -0.52556499999999995 -0.082014999999999991 0.10089500000000001 -0.082594999999999988 -0.081054999999999974 0.088615000000000013 -0.46885499999999997 0.10954500000000002 -0.063184999999999977 -0.082384999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 6 -6 7 9 -8 10 -5 12 -12 -14 15 16 -15 -17 19 -19 -21 22 23 -22 -25 -26 -13 -28 -23 -30
right_child=-2 2 3 4 5 -7 8 -9 -10 -11 11 26 13 14 -16 17 -18 18 -20 20 21 28 -24 24 25 -27 27 -29 29 -31
leaf_value=-0.000866718152861132 0.0013466421285682633 0.0012317203895990682 0.0013462221664294952 -0.0010558145664409388 -0.00090249297063947132 0.0013461198510646944 -0.00050211290277779564 -0.0012688023522951708 0.00070925816175393874 -0.0012607026138621831 0.00086536124719804636 -0.00061687766310543541 -0.00095642079280664567 2.779507055491008e-05 -0.001346083646865018 -0.0013461371157531253 0.0011582822206462409 -0.0013460161485569072 -0.0013462870177091766 -0.0013435146263983458 0.0010576800634967047 -0.0011484000155277012 0.0013271832338773457 -0.001346056915298763 0.00065390533172294011 -0.00074417570384689106 0.00099702905840684118 -0.00050003134761356994 -0.0013460182251808206 -2.208687743583875e-05
leaf_weight=0.0049131803766613294 0.0020645402308900876 0.0016808865127586605 0.0013166699622217939 0.0026594861995263832 0.0010344065576646244 0.0028303727761738165 0.002547262875054912 0.002420082279286361 0.0070790997986023285 0.0016983526689777753 0.0028964312069206235 0.0015842291717262924 0.0047159882672094247 0.0061731705570480105 0.0018531559826442381 0.0017484598340153914 0.0027716363078980066 0.0015616356573895365 0.0016370571003960768 0.0013858117014109292 0.0030489702438600838 0.0021487746858035442 0.002917367823670248 0.0017640279688855296 0.0032254307503727358 0.0025168978217777749 0.0059673801274584548 0.0015173928350407095 0.0011771417299417655 0.018048612073651632
leaf_count=179 23 10 88 67 4 105 13 83 117 55 37 25 291 57 88 138 13 377 38 12 28 231 28 203 50 55 135 15 230 326
internal_value=0 -6.95329e-05 -2.69258e-05 -5.0369e-05 -7.10468e-05 0.00074428 -0.00010809 -0.000171486 0.000388713 -0.000135117 -0.000108312 -7.16116e-05 -0.00015322 -0.000205258 -0.000137105 -9.24077e-05 0.000378088 -0.000194605 -0.000143544 -9.14479e-05 -3.73763e-05 1.45665e-05 0.000368029 0.000102931 -0.000284875 4.11178e-05 0.000464619 0.000693529 -0.000208227 -0.000103148
internal_weight=0 0.0968394 0.0919262 0.0902453 0.0889286 0.00386478 0.0850639 0.0754375 0.00962636 0.0730174 0.0713191 0.0686596 0.0595906 0.0566941 0.0519782 0.050125 0.00894481 0.0411802 0.0394317 0.0377947 0.036233 0.0348472 0.0134727 0.0105553 0.00750636 0.00574233 0.009069 0.00748477 0.0213745 0.0192258
internal_count=3121 3098 2919 2909 2821 109 2712 2582 130 2499 2444 2377 2202 2165 1874 1786 70 1716 1578 1540 1163 1151 364 336 308 105 175 150 787 556
is_linear=0
shrinkage=0.00134594


Tree=920
num_leaves=31
num_cat=0
split_feature=39 42 1 52 150 159 0 3 159 150 130 43 4 43 12 159 51 129 51 4 16 0 0 43 48 48 0 0 1 4
split_gain=0.00120367 0.000973682 0.000758164 0.00133748 0.000991125 0.000846273 0.000877806 0.000789413 0.000969063 0.000781122 0.000758616 0.000898496 0.00142261 0.00123583 0.00129967 0.0013456 0.000657151 0.000633269 0.000770181 0.000792923 0.00106787 0.000860818 0.0010575 0.000866329 0.000622218 0.00066604 0.000590536 0.000861111 0.000582866 0.000691372
threshold=0.16946000000000003 -0.26584999999999998 0.099195000000000019 -0.43320999999999993 0.076925000000000007 -0.032739999999999991 -0.060129999999999996 0.090900000000000009 0.082105000000000025 0.12187000000000002 -1.0000000180025095e-35 -0.27207999999999993 -0.51843499999999987 0.093175000000000022 0.095780000000000018 0.092630000000000018 0.088210000000000011 0.08888500000000002 0.045645000000000005 0.018150000000000003 -0.014034999999999997 -0.084804999999999978 -0.083914999999999976 -0.088704999999999992 -0.031249999999999997 0.14174500000000004 -0.10224499999999999 -0.10096999999999999 0.111945 0.50822500000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 5 -4 24 -3 7 8 16 -6 -8 -12 -13 14 15 -14 17 18 19 21 26 -7 -23 -24 -5 28 -21 -28 -26 -30
right_child=-2 2 3 4 9 6 10 -9 -10 -11 11 12 13 -15 -16 -17 -18 -19 -20 20 -22 22 23 -25 25 -27 27 -29 29 -31
leaf_value=-0.0014285542753650887 0.0014287580408530916 -0.0012262300516563214 -0.0014283923426684328 -0.0009852581070288757 0.0013142441620910723 -0.0012723537619348537 -0.00092205375030841408 0.00031467690617721427 -0.0013367549161105228 0.0001506152959243943 0.0012271982822800722 -0.0014078286536431889 0.00085558669450099965 0.0012022017276694704 -0.0014285941115729241 -0.0010221236636619633 -0.001286449076146032 0.00071462348896695238 0.00051447045811002057 -0.00087718627484482015 0.0010953609501310481 0.0008831187351089633 5.3357414651377174e-07 -0.0014283718601150852 -7.2465370463431977e-05 -0.00078042264924132391 0.00078898873095637032 -0.00064972652969417111 0.00030065538816859946 0.0013594843330990564
leaf_weight=0.0010282044011589156 0.0011433113495513672 0.0014381159211813701 0.0010198803192906771 0.0010345400939968377 0.0027670741227296949 0.0032413555170456238 0.0010750960773293636 0.0041516713352791603 0.001909953100823091 0.0020479679649128002 0.0018959550212116491 0.0010604875816362398 0.0028332975001177391 0.0024049785838826665 0.0010832015097932413 0.0010736302838552092 0.0012200047309125486 0.0014135081693584786 0.0021712731883383176 0.0023021233476612224 0.0013470638269526001 0.0011380603413222385 0.0017558470401493019 0.0017073357086130458 0.0068545080483133338 0.0014226271548523064 0.0016747882319378959 0.0017207051419774189 0.0073302436840219087 0.0015187639818989851
leaf_count=18 23 326 107 16 152 442 12 45 247 39 17 25 51 32 58 31 121 83 37 70 37 60 117 419 144 27 13 50 170 132
internal_value=0 -4.98886e-05 -2.72491e-05 0.000172141 0.000243188 -0.000151141 -0.000109557 -0.000255744 -0.000365372 0.000819321 0.000219924 0.000338528 0.000139266 0.000361126 -4.42286e-05 0.000339589 -0.000271157 -0.000204101 -0.000280229 -0.000396134 -4.83299e-05 -0.000708551 -0.000311379 -0.000703911 9.04349e-05 0.000155414 -0.000318728 5.99033e-05 0.000240195 0.000482383
internal_weight=0 0.0636423 0.0626141 0.0239956 0.0229757 0.0386185 0.0371803 0.0257537 0.021602 0.00481504 0.0114266 0.0103516 0.0084556 0.00739511 0.00499013 0.00390693 0.0196921 0.0184721 0.0170586 0.0148873 0.00704468 0.0078426 0.00460124 0.00346318 0.0181607 0.0171261 0.00569762 0.00339549 0.0157035 0.00884901
internal_count=3121 3098 3080 787 680 2293 1967 1741 1696 191 226 214 197 172 140 82 1449 1328 1245 1208 170 1038 596 536 489 473 133 63 446 302
is_linear=0
shrinkage=0.00142833


Tree=921
num_leaves=31
num_cat=0
split_feature=39 42 2 9 156 401 151 1348 1456 15 51 11 38 3 1374 14 158 132 33 1366 1374 0 49 15 9 48 43 15 4 0
split_gain=0.00212629 0.00135178 0.00129201 0.00126039 0.00108336 0.00101209 0.000980698 0.00117848 0.0012117 0.00102497 0.00161414 0.00151786 0.00106826 0.00120215 0.001166 0.00099341 0.000865621 0.000816812 0.000850049 0.000886657 0.000941763 0.00132709 0.00117484 0.000920012 0.000874671 0.000897087 0.00107074 0.00157819 0.00132651 0.00132728
threshold=0.16946000000000003 -0.26584999999999998 0.17025000000000004 -0.036024999999999995 -1.0000000180025095e-35 0.10076500000000001 -0.5225749999999999 0.090205000000000021 -1.0000000180025095e-35 -0.24436499999999997 0.11144500000000002 0.087925000000000017 0.10777500000000002 0.31299000000000005 0.093235000000000012 0.076175000000000007 0.094850000000000004 -1.0000000180025095e-35 -0.0066799999999999993 -1.0000000180025095e-35 -0.094929999999999987 -0.14116499999999996 -0.088694999999999982 -0.11713499999999999 0.088235000000000022 0.092805000000000012 -0.17390999999999998 0.040760000000000005 -0.51843499999999987 0.041630000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 -5 6 -6 8 -8 10 -10 12 13 14 15 16 17 -11 -19 -20 -21 22 -22 -23 25 26 27 -25 -28 -30
right_child=-2 2 -4 4 5 -7 7 -9 9 11 -12 -13 -14 -15 -16 -17 -18 18 19 20 21 23 -24 24 -26 -27 28 -29 29 -31
leaf_value=-0.0012940007092779398 0.0012944497700432471 0.0012939340075570666 0.0012915781714401642 -0.0012937428235580133 -0.0011684524293129432 -0.0012204992135920194 -0.0010085481635748403 0.0012804073160527123 0.00094836085939347661 -0.00087509814010619654 -0.00065853573471147463 -0.0012938464489892065 -0.0011698631167949417 0.0012937913892866614 -0.0012446619830186361 -0.00097098851550638291 -0.001047861305558854 -0.0010518174726811211 -0.00098852492988890173 -0.00061289114735053722 -0.00020656525026270338 -0.00077656219078724165 0.00090608786561282651 0.0011824693255249913 0.0012945583947471268 0.00066259881036344163 -0.0012940402094313453 -0.00021431716589177157 -0.00017715133539025459 0.00061906704203511134
leaf_weight=0.0014563968274075014 0.00199154103039234 0.0011374197268132482 0.0012078212462895968 0.0012073199853324104 0.0012602778893011637 0.0012316765182909242 0.0020904294695491812 0.001152354459321713 0.0040190779277651236 0.0015128973552780414 0.0014143900055501035 0.0016150031883341845 0.0013273738770322998 0.0011845196466992993 0.0012780843977253644 0.00169049012151845 0.00120441616651945 0.0010687658229358013 0.0011905627219768169 0.0026181529348150425 0.0020895498433333159 0.001996036250071497 0.0066196718971269636 0.0029057183906218099 0.0010409362230348043 0.0040397135868808212 0.0014707949910039769 0.0025347500554815383 0.018520697452947526 0.0043214733448735379
leaf_count=18 23 82 54 162 47 162 249 30 154 263 14 69 20 43 34 48 86 22 43 33 22 85 98 26 9 87 17 44 1007 70
internal_value=0 -5.95866e-05 -3.56001e-05 -5.73379e-05 -7.85066e-05 -5.79573e-05 -3.75504e-05 -1.68663e-05 -3.89304e-05 -8.06197e-06 0.000530068 -5.66081e-05 -2.25186e-05 4.06598e-06 -2.31645e-05 5.31131e-06 3.63728e-05 6.15196e-05 8.96255e-05 0.000114347 0.000141612 0.00018499 0.000639136 7.75981e-05 0.000126543 9.05639e-05 1.2897e-05 0.000531697 -0.000103194 -2.65161e-05
internal_weight=0 0.0764068 0.0749504 0.0737426 0.0726051 0.0713978 0.0701661 0.0689059 0.0677535 0.0656631 0.00543347 0.0602296 0.0586146 0.0572872 0.0561027 0.0548246 0.0531341 0.0519297 0.0504168 0.0493481 0.0481575 0.0455393 0.00870922 0.0368301 0.0348341 0.0337931 0.0297534 0.00544047 0.024313 0.0228422
internal_count=3121 3098 3080 3026 2944 2782 2620 2573 2543 2294 168 2126 2057 2037 1994 1960 1912 1826 1563 1541 1498 1465 120 1345 1260 1251 1164 70 1094 1077
is_linear=0
shrinkage=0.00129368


Tree=922
num_leaves=31
num_cat=0
split_feature=39 42 9 4 151 150 160 158 16 0 4 403 14 133 457 38 1 14 0 0 48 42 1429 1213 3 15 0 15 15 16
split_gain=0.00119762 0.00125228 0.00111259 0.00092546 0.00171185 0.00104422 0.00115505 0.00118471 0.00102079 0.00102187 0.00105923 0.0010403 0.000973601 0.00090144 0.000894683 0.000841661 0.000990074 0.00098845 0.000764978 0.000829329 0.000743667 0.000728374 0.000701211 0.000938219 0.000962522 0.000982301 0.000911437 0.000806636 0.000736062 0.000794411
threshold=0.16946000000000003 -0.26584999999999998 -0.036024999999999995 0.27287000000000006 -0.27559499999999998 -0.22665999999999997 -0.098904999999999979 0.094245000000000009 0.51524500000000006 -0.061629999999999997 -0.52556499999999995 -0.092474999999999988 -0.46885499999999997 -0.25159999999999993 -0.0029299999999999994 0.091770000000000004 0.10060500000000001 0.076175000000000007 -0.053834999999999994 -0.040504999999999992 0.12649500000000002 0.083795000000000022 0.084990000000000024 -1.0000000180025095e-35 -0.091354999999999978 0.088235000000000022 -0.10607499999999999 -0.095869999999999983 0.090615000000000015 -0.4714549999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 5 -5 -4 -7 8 9 11 -11 -8 -6 -13 -15 16 17 22 -12 -20 -18 -21 23 -16 -25 26 27 -26 -27 -30
right_child=-2 2 3 4 12 6 7 -9 -10 10 18 13 -14 14 15 -17 20 -19 19 21 -22 -23 -24 24 25 28 -28 -29 29 -31
leaf_value=-0.0012193321485641053 0.0012194094423325166 0.0012192235222545228 0.00090248791586411718 -0.0012019789423115758 -0.00025321790566287502 -0.00072961028280846285 -0.0012191027855647124 -0.0011143327847121041 -0.0012191605278699068 -0.00060939586818968962 0.001098412020571016 -0.0012191863061693968 0.00070088759819591584 -0.00072239459820785988 -0.0012191433470227738 -0.0010314023612034351 0.00059912377653632679 -0.0012191778450228214 -0.00063508134063148321 0.00057266035779971185 -0.00022054723788961209 -0.00019159750216853511 0.00088769450987203258 -0.00077452562691181605 -0.00041618959664266282 0.0010218892887742985 -0.00046121965527755836 0.00053944833437126905 0.0006678927075832689 -0.00042659841952554981
leaf_weight=0.0013245502532583933 0.0011308976056625389 0.0010555030177421534 0.0015163422161208464 0.0010051838100935137 0.0020771701783246508 0.0043142109033045264 0.0012511348080339593 0.0015840472677974829 0.0010783878022291296 0.001861223136508273 0.0018564164779064649 0.001020259665580169 0.0067688787406510178 0.0027766860997626699 0.0010387702350147512 0.0011411198834423422 0.0063926085932521914 0.0011066758056728068 0.0013699838276863855 0.0072689170974911173 0.0022148738055420836 0.0024873721194325071 0.0011511199189477841 0.0023017375543332571 0.0020072494503438065 0.0022089161578833219 0.0062902533217586085 0.0037931164442852466 0.0020555148839775939 0.0018932904579287424
leaf_count=18 23 89 15 15 36 367 310 144 125 31 33 139 251 171 294 25 122 41 71 96 18 40 61 77 35 17 325 32 9 91
internal_value=0 -4.46201e-05 -2.32725e-05 -4.15299e-05 0.000305549 -9.66952e-05 -0.000121753 -7.50491e-05 -4.48785e-05 -2.12031e-05 0.000250667 -0.000125636 0.000476851 -8.90485e-05 -5.73473e-05 -2.38035e-06 3.38011e-05 -9.4122e-05 0.000373968 0.000253094 0.000388206 0.000377812 -3.93694e-05 -8.88006e-05 -3.16638e-05 6.20364e-05 -0.00013981 0.000208744 0.000458361 0.000143129
internal_weight=0 0.0742115 0.072887 0.0718315 0.00985123 0.0619802 0.0604639 0.0561497 0.0545656 0.0534872 0.0148439 0.0386433 0.00884605 0.0373922 0.0363719 0.0335952 0.0324541 0.0238466 0.0129827 0.0111263 0.00860748 0.00975629 0.02274 0.0215888 0.0205501 0.0182483 0.0120906 0.00580037 0.00615772 0.00394881
internal_count=3121 3098 3080 2991 302 2689 2674 2307 2163 2038 271 1767 287 1457 1318 1147 1122 982 240 207 140 136 941 880 586 509 392 67 117 100
is_linear=0
shrinkage=0.00121906


Tree=923
num_leaves=29
num_cat=0
split_feature=14 157 4 1447 1374 150 15 1 403 151 16 15 4 51 52 133 43 43 43 16 16 484 15 52 1 15 13 15
split_gain=0.000322707 0.000353917 0.000345107 0.000280308 0.000303009 0.000524669 0.00057412 0.000428687 0.000329924 0.000319247 0.000403682 0.000770264 0.000569594 0.000394586 0.000733437 0.000352989 0.000305889 0.00036455 0.000309823 0.000391514 0.000293166 0.000277852 0.000276407 0.000255734 0.000195073 0.000272166 0.000157356 0.000126552
threshold=0.076175000000000007 -0.075754999999999989 -0.0019149999999999998 -1.0000000180025095e-35 -0.094929999999999987 0.080470000000000014 -0.094549999999999981 0.090740000000000015 -1.0000000180025095e-35 -0.033849999999999991 -0.056919999999999991 -0.055554999999999993 0.41379000000000005 0.084745000000000015 0.090645000000000017 0.083950000000000011 -0.074359999999999996 -0.096754999999999994 0.070450000000000013 0.22339500000000004 0.31475000000000003 0.085130000000000011 -0.094329999999999983 -0.046924999999999988 0.08844500000000001 -0.11713499999999999 -0.085964999999999986 -0.049819999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 21 -3 -5 8 -7 -8 -6 22 12 23 13 14 15 24 17 20 19 -18 -13 -1 -10 -12 -11 -26 -27 -9
right_child=-2 3 -4 4 5 6 7 27 9 10 11 16 -14 -15 -16 -17 18 -19 -20 -21 -22 -23 -24 -25 25 26 -28 -29
leaf_value=-0.0013316248861094289 -0.0025667688032796742 -0.0024168069323597255 0.0032836842318362124 -0.0021639354456159197 -0.0025320974051597413 0.004083709042791068 -0.0017004410296533885 0.0028454808945682034 -0.0033428125597254011 -0.0011514482367215972 -0.0013966544199148156 -0.0015260660897616341 0.0039053398367149871 0.0027063244510525755 -0.0031277320928684944 0.0024732019342023509 7.682307994655764e-05 0.0031187138804160209 0.00084578753830188568 -0.0037463854947084878 0.0015535305609688825 0.0020098057254499496 -3.7116491386852563e-05 -0.0044388769490610689 -0.0011402612739078671 0.0027763573804184252 0.0005648186925678218 0.00060452510136984727
leaf_weight=0.001065592436836571 0.0010147500301762582 0.0010577750913089981 0.0012966857590430694 0.0013215162282804718 0.0011962615146152702 0.0012704463218469186 0.0011923488786420569 0.0010417191883433929 0.0011028550896838851 0.0019062621316656633 0.0011619641390105961 0.0012369467867703321 0.0010300029953649323 0.0012900027759377162 0.0013154757297471065 0.0015767487710445227 0.0010865441930350064 0.0011902995991541765 0.0014193640738744406 0.0011363358232592269 0.0013305537739825013 0.0010006645171127815 0.0010002681372780478 0.0011304562358112058 0.0012730671242024982 0.001066123861654944 0.0017829237227360295 0.00104860686542807
leaf_count=194 101 239 81 27 613 47 63 97 79 155 175 39 135 122 141 53 108 66 30 98 12 111 89 69 20 31 47 79
internal_value=0 3.87126e-05 0.00144221 -0.000112736 -3.17858e-05 6.6099e-05 0.00148441 0.000478446 -0.000200393 -7.93085e-05 9.06125e-05 -0.000590399 0.00067783 0.000352252 1.18311e-05 0.000554888 0.000124107 0.00103561 -0.00081631 -0.0018776 6.98708e-05 0.000286592 -0.00177059 -0.00289686 5.3145e-05 0.000610206 0.00139238 0.00172131
internal_weight=0 0.0345278 0.00336294 0.0311649 0.0301071 0.0287856 0.00455312 0.00328267 0.0242325 0.0230362 0.0209331 0.00969246 0.0112406 0.0102106 0.0089206 0.00760513 0.00740004 0.0037578 0.00364224 0.00222288 0.0025675 0.00206626 0.00210312 0.00229242 0.00602838 0.00412211 0.00284905 0.00209033
internal_count=3121 3020 386 2634 2395 2368 286 239 2082 1469 1301 597 704 569 447 306 353 117 236 206 51 305 168 244 253 98 78 176
is_linear=0
shrinkage=0.00455379


Tree=924
num_leaves=27
num_cat=0
split_feature=160 133 1 51 159 43 40 48 4 14 47 15 52 48 484 3 133 42 2 2 15 160 47 0 1 42
split_gain=0.000240476 0.000409565 0.000355973 0.000404013 0.000386381 0.000347856 0.000496921 0.000385099 0.000651022 0.000517413 0.000544221 0.000316115 0.000617277 0.000590066 0.000475947 0.00027034 0.000269674 0.000331239 0.000260418 0.000280189 0.000244216 0.000239199 0.000193163 0.000180417 0.000165809 5.20001e-05
threshold=-0.40698999999999991 -0.25159999999999993 0.094385000000000011 0.087505000000000013 0.091530000000000014 -0.27207999999999993 -0.012109999999999998 0.12649500000000002 -0.04890499999999999 -0.10708499999999999 0.092530000000000015 -0.0063699999999999989 -0.088204999999999992 0.083985000000000018 0.084040000000000017 0.090900000000000009 0.10722500000000001 -1.0000000180025095e-35 0.083995000000000014 0.10467500000000002 -0.092334999999999987 0.081905000000000019 0.11069000000000002 -0.084804999999999978 0.092390000000000014 0.088200000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 11 -4 -7 8 -8 -10 15 12 -3 24 16 20 17 -13 -19 23 -11 -15 -12 -20 -14 -25
right_child=1 2 5 -5 -6 6 7 -9 9 10 22 14 13 21 -16 -17 -18 18 19 -21 -22 -23 -24 25 -26 -27
leaf_value=-0.0018416699866846858 -0.0025423563868508491 -0.0034947786366977349 -0.0015564543650524139 -0.0026122483789720297 -0.002571227652079787 0.0029490327976129096 -0.0017958575523759604 -0.0012416666921943223 -0.00073306021572191473 0.0034994899262965752 -0.00094943778478529211 -0.0014767890337109035 -0.0027820348083882284 0.00015502904292756205 0.0031112802862441908 0.0041247693746775836 -0.0014202512923456913 -0.0006999815937624457 0.00073072657164402694 -0.00015601645822412654 0.00092820715508887849 0.0029493164292889755 0.0012769532696549962 0.0020508496222525307 -0.00042685112022973877 0.003320880800054543
leaf_weight=0.001202783729285172 0.0010165107807420517 0.0011161996258195472 0.0011779241190144072 0.0011761939977855676 0.001018692082329852 0.0015863375026530244 0.0014028076943235516 0.0018429593729933922 0.0017996747866249069 0.0010194293703502701 0.0011672890053038287 0.0012319865666330365 0.0010287343115640253 0.0010797868575657121 0.0010434746335032949 0.0014578792751924752 0.0015121505463975282 0.0014285426727540552 0.0013111183274965282 0.0015677352760405938 0.0016380904832935458 0.0010073219319188809 0.001534262569855116 0.0011355882677119861 0.0010055840549227923 0.001060679929764774
leaf_count=240 175 228 25 165 166 237 160 48 72 63 40 274 262 114 32 111 231 106 96 40 72 19 51 41 9 44
internal_value=0 3.55045e-05 0.000116506 -0.000276533 -0.000110512 0.000592769 0.000781011 0.000491085 0.000809805 0.00123401 0.00175332 5.09108e-05 -0.000773971 -3.70988e-05 0.000470725 0.00269752 0.000172778 0.00048418 0.000855646 0.00129352 0.00191456 0.00150366 0.000314972 0.00194144 -0.00161784 0.00266421
internal_weight=0 0.033367 0.0323504 0.0177238 0.0165476 0.0146267 0.0134487 0.0118624 0.0100194 0.00861663 0.00681695 0.0155289 0.00523763 0.00412143 0.0102913 0.0041154 0.0092478 0.00773565 0.00650366 0.00507512 0.00265752 0.00208711 0.00270155 0.00350739 0.00203432 0.00219627
internal_count=3121 2881 2706 1827 1662 879 854 617 569 409 337 1496 632 404 864 246 832 601 327 221 135 133 91 181 271 85
is_linear=0
shrinkage=0.00412451


Tree=925
num_leaves=31
num_cat=0
split_feature=39 42 156 10 42 1456 401 33 10 0 1365 448 474 4 11 1374 42 480 42 43 4 376 4 40 3 160 160 4 160 151
split_gain=0.00162011 0.00120065 0.00119808 0.00123637 0.00117888 0.00110748 0.00109221 0.00104615 0.00137772 0.00101761 0.000901283 0.000928094 0.000867804 0.00167723 0.00123615 0.00102203 0.0010776 0.00118333 0.000971463 0.0011585 0.00176331 0.00126153 0.0010046 0.00107488 0.0014314 0.00123581 0.00138322 0.00107038 0.000891296 0.00107403
threshold=0.16946000000000003 -0.11051499999999999 -1.0000000180025095e-35 0.083760000000000015 -0.106335 -1.0000000180025095e-35 0.10076500000000001 -0.0066799999999999993 -1.0000000180025095e-35 -0.26609999999999995 1.0000000180025095e-35 -0.083859999999999976 -1.0000000180025095e-35 0.50822500000000004 0.088215000000000002 0.10637000000000001 -1.0000000180025095e-35 0.084710000000000021 0.11275500000000001 -0.16318499999999997 -0.51843499999999987 0.048375000000000008 0.25615500000000008 0.097265000000000018 0.10299500000000002 -0.091944999999999985 0.099315000000000014 0.033845000000000007 0.092865000000000017 -0.096264999999999976
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 -4 -6 7 -7 -9 -10 11 -11 -13 14 15 16 -14 18 19 -18 -21 22 23 24 25 -22 28 -26 29 -27
right_child=-2 2 3 -5 5 6 -8 8 9 10 -12 12 13 -15 -16 -17 17 -19 -20 20 21 -23 -24 -25 27 26 -28 -29 -30 -31
leaf_value=-0.00082721277767497977 0.0013734036709772248 -0.0013729551630361075 0.0012562210824241921 0.0013532461000933427 -0.0010285203254941054 -0.0011197709733202254 -0.0013144137525183833 0.00096376646147425412 0.0012426137872057479 -0.001008097591414029 -0.0010354116691155808 -0.0011827729550489276 -0.00050838849801249488 0.0013246156660411176 -0.0012354380550403565 -0.0012512310040239598 0.0010947834855672808 -0.0010415398608802165 -0.00055808732402362734 -0.0013732716361697726 -0.00099554342502095093 0.0013730971065613897 0.00087937211725684845 -0.0012889323169898723 0.00093934474178176237 -0.0012487923679836961 -0.0008755953054034643 -0.00016707276564055209 0.0012851471690581914 0.00020234195895018595
leaf_weight=0.0036985643333209408 0.0015068163805267423 0.0012233295769448196 0.0013250698971205557 0.0012452438677215119 0.0021178841555240515 0.0015281107189366585 0.0012074718114214447 0.002844333667564313 0.0011927159824267541 0.0017052508596009366 0.0016604257856442919 0.0011096672538695165 0.0055724218707240416 0.0018616451132373859 0.0014860787054757898 0.0011411443647375554 0.0027120782714291627 0.0015690307091467117 0.0031968992607147575 0.0013525332154813224 0.0022771172157902688 0.0017132824283549999 0.0033838678512410061 0.0010266755375596395 0.0059260122156956641 0.0010219254291854432 0.002566808388529295 0.0022828175551694585 0.0013239785203040802 0.016201971745175597
leaf_count=179 23 155 10 60 233 24 150 124 19 33 60 78 562 88 45 23 22 140 158 13 123 51 77 6 70 68 83 13 8 423
internal_value=0 -6.3911e-05 -2.56448e-05 -2.92735e-06 -2.66103e-05 -5.09e-05 -2.03907e-05 3.05019e-06 2.93949e-05 -1.3275e-05 -3.77942e-05 -9.92214e-06 1.95644e-05 4.313e-05 -4.40238e-07 3.40136e-05 6.21494e-05 0.00013044 0.000171317 0.000227117 0.000166898 0.000222117 0.000167358 9.35129e-05 0.000138427 -3.46609e-05 6.89656e-05 0.000631658 0.000199682 0.000116243
internal_weight=0 0.0774744 0.0737758 0.0725525 0.0713072 0.0699821 0.0678643 0.0666568 0.0651287 0.0622843 0.0610916 0.0594312 0.057726 0.0566163 0.0547546 0.0532686 0.0521274 0.046555 0.044986 0.0417891 0.039077 0.0377245 0.0360112 0.0326273 0.0316006 0.0233918 0.0211147 0.00820883 0.0185479 0.0172239
internal_count=3121 3098 2919 2764 2704 2694 2461 2311 2287 2163 2144 2084 2051 1973 1885 1840 1817 1255 1115 957 935 922 871 794 788 705 582 83 499 491
is_linear=0
shrinkage=0.00137286


Tree=926
num_leaves=31
num_cat=0
split_feature=39 42 2 156 401 9 14 123 1456 151 15 1374 150 158 33 9 13 13 160 52 15 160 457 133 14 47 474 1 151 1
split_gain=0.00150526 0.0013012 0.00124594 0.00116144 0.00115162 0.00107706 0.00109548 0.00111544 0.00113358 0.0011358 0.00127998 0.00111817 0.0012585 0.00118003 0.00116389 0.00153254 0.00134825 0.00185525 0.00124767 0.00114775 0.00122107 0.000969226 0.000915069 0.00089339 0.000891095 0.000860868 0.00081131 0.000782962 0.000891092 0.000744544
threshold=0.16946000000000003 -0.26584999999999998 0.17025000000000004 -1.0000000180025095e-35 0.10076500000000001 -0.036024999999999995 0.078320000000000015 1.0000000180025095e-35 0.075120000000000006 -0.5145249999999999 -0.24436499999999997 0.093235000000000012 -0.22665999999999997 0.094245000000000009 -0.0066799999999999993 0.088235000000000022 -0.094514999999999988 -0.53104499999999988 -0.098904999999999979 -0.15275999999999998 -0.095869999999999983 -0.081969999999999987 0.092360000000000012 -1.0000000180025095e-35 -0.46885499999999997 0.11635500000000001 0.085515000000000022 0.10887500000000001 -0.079329999999999984 0.10089500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 5 -5 7 8 9 -7 24 12 -12 14 -14 16 17 -16 -18 25 27 -22 26 -9 -11 -20 29 28 -21 -23
right_child=-2 2 -4 4 -6 6 -8 23 -10 10 11 -13 13 -15 15 -17 18 -19 19 20 21 22 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.001243739461122958 0.0012438927001450859 -0.0012435441106650657 0.0012407066957833774 0.001243643722890543 -0.0011818225497144752 -0.001243563556590551 -0.00090638776745006621 -0.00047026950816970515 -0.0012435774535661844 -0.00010415094984723977 0.001071254421220627 -0.0011412870258248136 -0.0011166712991569549 -0.0012435528985368738 -0.00087432139842278213 0.0011903645620648133 -0.00092808077521426601 0.00050828180247389492 -0.0010433560703199561 4.139702982213382e-05 0.00082782712016978748 -0.00014598570211966238 0.00058233353478902696 0.00084722559952001659 0.00099416137104949183 0.00017084108717361864 -0.0011700379708177583 0.00027814024434337698 -0.0011909980521996072 0.00049259384609130264
leaf_weight=0.0013858507420323454 0.001416221396809191 0.0012354829111611556 0.0011783509382610182 0.0010488048975680888 0.0013140700710332345 0.0011508773336572622 0.0021191083503460098 0.0010024451926256006 0.0011911568874349845 0.0017650785607656871 0.0015833062134333878 0.0014137712642821034 0.0014698315278849341 0.0012581174172967549 0.0017392907120665777 0.0016344413858462295 0.0029378126791916861 0.010933680488221853 0.0030503901236711419 0.001332757679392671 0.0026435837384575214 0.014293205408404397 0.0038769979943253921 0.0038600752141064723 0.0032363225887692684 0.0012823952196221455 0.0010015419521067761 0.001396636180288624 0.0028405745611941305 0.0035177988754071512
leaf_count=18 23 162 54 82 162 44 72 26 191 20 10 33 18 141 7 13 211 169 212 17 94 804 54 150 92 17 43 6 121 55
internal_value=0 -4.9526e-05 -2.81181e-05 -4.77572e-05 -2.80311e-05 -7.42542e-06 -2.55159e-05 9.94603e-07 -4.16311e-05 -1.93853e-05 2.90443e-06 -4.89641e-05 -2.17721e-05 -5.31184e-05 -2.53578e-05 5.20642e-06 -3.28899e-05 0.000318528 -0.000149554 -8.4644e-05 -6.13182e-07 0.000115285 3.22662e-05 0.000575614 0.000606548 -0.000683984 -8.10948e-05 -0.000527738 -0.000797431 -1.98617e-05
internal_weight=0 0.0786938 0.0773079 0.0761296 0.0748941 0.07358 0.0725312 0.0704121 0.0655496 0.0643584 0.0632075 0.0582061 0.0567924 0.0552091 0.0539509 0.0524811 0.0508467 0.012673 0.0381737 0.0352359 0.0309031 0.0253331 0.0226895 0.00486252 0.0050014 0.00433279 0.0188125 0.00556997 0.00417333 0.017811
internal_count=3121 3098 3080 3026 2864 2702 2620 2548 2372 2181 2137 2025 1992 1982 1841 1823 1810 176 1634 1423 1194 1050 956 176 112 229 902 144 138 859
is_linear=0
shrinkage=0.00124344


Tree=927
num_leaves=31
num_cat=0
split_feature=39 42 2 151 1348 52 16 9 41 1425 15 1374 38 52 3 0 0 403 9 15 3 52 43 2 3 150 1 2 4 0
split_gain=0.00152053 0.00165626 0.00156204 0.00136669 0.00151184 0.00139142 0.00152616 0.00125206 0.00119409 0.00122856 0.00225841 0.00130612 0.00133542 0.00141913 0.00136586 0.00128197 0.00208672 0.00196585 0.00124031 0.00147487 0.00125672 0.00138765 0.00118008 0.00115973 0.00129415 0.00122462 0.00113973 0.00143214 0.00101431 0.00104527
threshold=0.16946000000000003 -0.26584999999999998 0.17025000000000004 -0.5225749999999999 0.090205000000000021 0.19022000000000003 -0.54165499999999989 -0.036024999999999995 1.0000000180025095e-35 1.0000000180025095e-35 -0.24436499999999997 0.10637000000000001 0.091770000000000004 0.13796000000000003 0.31299000000000005 -0.060129999999999996 -0.10607499999999999 0.092070000000000013 0.091600000000000015 -1.0000000180025095e-35 -0.091354999999999978 0.090245000000000006 -0.032879999999999993 0.11215000000000001 0.090900000000000009 0.087380000000000013 0.079415000000000013 0.089885000000000007 -0.35136499999999998 0.18019500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 5 6 -5 -8 9 10 -9 12 13 14 15 16 22 28 19 -18 -21 -22 -12 24 25 26 -24 -28 29 -17
right_child=-2 2 -4 4 -6 -7 7 8 -10 -11 11 -13 -14 -15 -16 17 18 -19 -20 20 21 -23 23 -25 -26 -27 27 -29 -30 -31
leaf_value=-0.0011044926171649794 0.0011045616389620259 -0.0010286756560029975 0.0011022304392974025 0.0009563935093481981 0.0010933287405407337 -0.00054712470517029419 0.0011043580168937934 0.0007698703629879861 -0.00057773482963114015 -0.0011048117015963817 0.00060966537969019932 -0.0010651694527704643 -0.00091963101804267929 0.00076626560244124264 0.0011042353272096806 -0.00016890182523823953 -0.00091999486255151051 -0.0011044440043551723 0.00049473027120940658 -0.0011043293630462376 0.00010306553563850525 -0.0011042131835625373 -0.00083971333619210428 -0.00067588234182645185 0.00041946171141855345 -0.0011044592141021617 -0.00028713539897428817 0.00094347274710835727 0.00065654747768350392 0.00065180083929941275
leaf_weight=0.0017663860567793668 0.0014228342826925191 0.0016845296392773426 0.0014744842403686667 0.0019672889774682281 0.0014503098947216122 0.0062011196167119911 0.0011711787809254295 0.0044569905710005733 0.0048214892289308855 0.0012274449550195845 0.0040812819936775204 0.001487984983327805 0.0019440860429185127 0.0028819824652330786 0.0012721989895680954 0.0062722245956763345 0.0066768240922066005 0.0012861614690393699 0.001627012280323469 0.0017756323140192118 0.007414406013181123 0.0013761027015632976 0.0015303511352797589 0.0029897930021434141 0.0070765167021136222 0.0015695587986783721 0.0026018042216762183 0.0020702966842875981 0.0063000654725371566 0.0027091120027762372
leaf_count=18 23 47 54 62 32 340 76 142 119 74 77 24 34 34 38 121 628 14 12 153 516 185 34 23 42 7 30 22 129 11
internal_value=0 -4.5731e-05 -2.48114e-05 -4.37119e-05 -2.44724e-05 -4.35923e-05 -3.86011e-06 -2.85153e-05 -4.61006e-05 -9.80801e-06 9.55869e-06 -4.26206e-05 -1.86426e-05 9.83347e-06 -2.73497e-05 -5.24486e-05 -0.000157651 0.000206561 -0.000426812 -0.000513767 -0.000257069 -8.59269e-05 7.40627e-05 -4.84795e-05 7.78499e-05 -0.000233192 -1.2714e-05 0.00025817 0.000316902 7.86532e-05
internal_weight=0 0.0911646 0.0893982 0.0879237 0.0862392 0.0847889 0.0785878 0.0766205 0.0754493 0.0706278 0.0694004 0.0649434 0.0634554 0.0615113 0.0586293 0.0573571 0.0407896 0.0165676 0.01887 0.017243 0.0105661 0.00879051 0.0219196 0.0178383 0.0148485 0.00777201 0.00620245 0.0046721 0.0152814 0.00898134
internal_count=3121 3098 3080 3026 2979 2947 2607 2545 2469 2350 2276 2134 2110 2076 2042 2004 1729 275 1494 1482 854 701 235 158 135 93 86 52 261 132
is_linear=0
shrinkage=0.00110414


Tree=928
num_leaves=31
num_cat=0
split_feature=39 42 151 156 15 474 51 1374 1348 1456 156 3 4 43 12 16 130 12 49 0 0 13 1 15 15 151 1212 133 47 1
split_gain=0.00283126 0.00238139 0.00186364 0.00179267 0.00179628 0.00284911 0.00240418 0.00191163 0.0017169 0.00163351 0.00170422 0.00161215 0.00224573 0.00222287 0.00197893 0.00176951 0.00173776 0.0015893 0.00138398 0.00131409 0.0023173 0.00184234 0.00161105 0.00156548 0.00139252 0.00119602 0.00132019 0.00159995 0.00171891 0.00178494
threshold=0.16946000000000003 -0.11466499999999999 -0.5225749999999999 -1.0000000180025095e-35 -0.24436499999999997 -1.0000000180025095e-35 0.11984500000000002 0.10637000000000001 0.090205000000000021 -1.0000000180025095e-35 0.091255000000000017 0.092670000000000016 0.033845000000000007 -0.074359999999999996 0.090020000000000017 -0.51370499999999997 -0.23647499999999996 0.089735000000000023 -0.15498999999999999 -0.061629999999999997 -0.10474999999999998 -0.0034749999999999994 0.091785000000000019 0.083935000000000023 -0.09551999999999998 -0.086379999999999985 -0.50120999999999993 -0.0061299999999999992 0.09550500000000002 0.095285000000000022
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 5 -5 -7 8 9 -6 11 13 -13 16 15 -15 -11 25 -16 20 22 23 -18 24 -22 -17 -27 -28 29 -29
right_child=-2 2 3 4 7 6 -8 -9 -10 10 -12 12 -14 14 18 17 19 -19 -20 -21 21 -23 -24 -25 -26 26 27 28 -30 -31
leaf_value=-0.00093420448048120311 0.0013740266723929902 -0.0012611037587173307 -0.0013729944156371345 -0.0013742700124538365 -0.0010444572347680578 0.0013234211280588098 -0.00071484211582684945 -0.0013170326502896699 0.0013608477468107394 -0.0013733472086891237 -0.00080994180479750598 0.00068962161660999523 -0.00026924663885819302 0.00094918855812833978 0.00031664336768500942 0.00086060125892375061 -0.00056955508287507119 0.00131220899236676 -0.0010774270925814995 0.00075715470211757633 0.0005616090280561245 -0.0013730324989940316 0.0011223079085902641 0.00073387602332789252 -0.00086306021874937237 0.0011140282157234107 -0.001108700278149815 -0.00063254024785899669 0.0010429436480453964 0.00083833833821839003
leaf_weight=0.0056684754699292119 0.0026296793347455596 0.0022373585736659143 0.0017495425551636848 0.0011494293321447913 0.0028520335109671882 0.0059695662266889826 0.0013345109198326099 0.0021120563104091153 0.0017245897871305252 0.001211469527333974 0.0045208427718819158 0.014397769849949782 0.0067673401033516703 0.0027577220829471038 0.0016303448683174793 0.0015543409224676443 0.0013432164376752072 0.0012169790382472448 0.0075939601501548992 0.0083972137122287904 0.0018773890246563943 0.0022647101899302439 0.0050453183905574406 0.0035063468118678998 0.0041546769198390629 0.0010444331883263649 0.005347012123198879 0.010240950997118865 0.0017603167150781482 0.0018333495293063615
leaf_count=169 23 45 156 3 232 216 12 25 33 9 196 103 53 22 7 24 48 12 499 92 56 125 58 82 266 16 335 172 15 17
internal_value=0 -6.69237e-05 -2.12323e-05 5.09745e-06 2.83682e-05 0.000634844 0.000951015 -2.55111e-05 3.80638e-06 -2.18222e-05 1.11464e-05 5.53661e-05 0.000383033 -5.51011e-05 -0.000285401 -8.998e-05 0.00023467 -0.000214591 -0.000831033 0.000307936 0.000100579 -0.000259904 0.000766587 4.38711e-06 -0.000419654 -0.000299901 -0.000389084 -0.000470928 -0.000224432 -0.000409204
internal_weight=0 0.113263 0.107595 0.105357 0.103608 0.00845351 0.00730408 0.0951544 0.0930423 0.0913177 0.0884657 0.0839449 0.0211651 0.0627798 0.0349794 0.0257551 0.0278003 0.0229974 0.00922431 0.0265889 0.0181917 0.0118031 0.00638853 0.00953841 0.00603207 0.0217804 0.0202261 0.0191816 0.0138346 0.0120743
internal_count=3121 3098 2929 2884 2728 231 228 2497 2472 2439 2207 2011 156 1855 1119 613 736 591 506 727 635 529 106 404 322 579 555 539 204 189
is_linear=0
shrinkage=0.00137286


Tree=929
num_leaves=31
num_cat=0
split_feature=39 42 401 1456 1425 4 480 1374 132 1365 33 9 475 1 1374 158 16 38 42 0 0 4 52 0 403 133 47 15 15 156
split_gain=0.00218806 0.00149438 0.00130638 0.00117212 0.00116879 0.00143719 0.00136387 0.001239 0.00119906 0.0012674 0.00114441 0.00122575 0.00106132 0.000905913 0.00141881 0.00120618 0.00116389 0.00124765 0.00109568 0.00107877 0.000987308 0.00141847 0.00215156 0.00126693 0.000911063 0.0010217 0.000947521 0.000931445 0.00168933 0.000774253
threshold=0.16946000000000003 -0.11466499999999999 0.10076500000000001 -1.0000000180025095e-35 1.0000000180025095e-35 0.50996500000000011 0.084710000000000021 0.10637000000000001 -1.0000000180025095e-35 1.0000000180025095e-35 -0.0066799999999999993 0.088235000000000022 1.0000000180025095e-35 0.094385000000000011 -0.094929999999999987 0.084765000000000021 0.15891500000000003 0.10386000000000002 0.093775000000000011 -0.053834999999999994 -0.060129999999999996 -0.49405499999999997 0.10347000000000002 -0.23091999999999999 0.092070000000000013 -0.0061299999999999992 0.077555000000000013 -0.090644999999999989 -0.0063699999999999989 0.091335000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 5 6 7 8 -5 10 -10 12 13 14 -12 20 17 18 29 -18 23 22 -22 -16 25 -25 27 -27 -29 -15
right_child=-2 2 -4 4 -6 -7 -8 -9 9 -11 11 -13 -14 16 15 -17 19 -19 -20 -21 21 -23 -24 24 -26 26 -28 28 -30 -31
leaf_value=-0.000888397984082349 0.0013466642926289638 -0.00086792569001389907 -0.0012665519952635197 -0.00094701852918830374 -0.0013465684116573844 0.0011507907956061444 -0.0010689832345473329 -0.001242879970555387 -0.00091257468547259316 -0.00099506765952772722 -0.0013462050362069008 0.0012105468612189935 -0.0012283332299204417 0.00083277932857439303 0.0012735484816123409 -0.0013461016635311527 0.00023137276314243147 -0.00083119114775252116 -0.00016587622039423094 -0.0012953929988337887 -0.0010133163467806257 0.00081556196333539151 0.0008085262736297861 -0.00092935538821774927 0.00055030175706163517 0.00063754256498048834 -0.0013462328721697641 -0.0011250075105839231 0.00010724779093599786 -0.00036600020704857772
leaf_weight=0.0038663611422875546 0.0020192212041365556 0.0027626440913737218 0.0015211825376368884 0.0020346818551955073 0.001108975229807462 0.0020713541370263036 0.0020480105576421428 0.0013263181156162309 0.0018392324092246773 0.0018538973401049921 0.0013177537418016519 0.0019659498421162871 0.0010234817152721112 0.013478007084501087 0.0012500922293838665 0.0010489205695201056 0.0022772323989102006 0.0011850001531001899 0.0028565424239204154 0.0013268537920225745 0.0024433440148357022 0.0070889399774500955 0.0022609914368558748 0.0031693979259586015 0.0031412450927739135 0.0032112692110217696 0.0010157879116867727 0.0026427760727649732 0.0084901988126731085 0.0010522133449271118
leaf_count=169 23 270 157 260 73 133 207 27 29 58 38 34 61 268 9 97 32 12 102 55 35 87 12 206 79 46 60 166 299 17
internal_value=0 -7.14266e-05 -3.13478e-05 -7.03748e-06 2.48742e-05 4.55893e-05 1.35035e-05 4.5494e-05 7.0633e-05 0.000102035 0.000133772 0.00016469 0.00013058 0.000154052 2.53548e-05 7.58925e-05 0.000369248 0.000505084 0.000596158 -0.00033071 0.00011886 0.000435304 -0.000137705 -4.39586e-05 -0.00011996 -0.000233588 -9.00229e-05 -1.06433e-06 -0.000185268 0.000745969
internal_weight=0 0.0826787 0.0788123 0.0772911 0.0745285 0.0734195 0.0713481 0.0693001 0.0679738 0.0659391 0.0640852 0.062246 0.06028 0.0592566 0.0370807 0.035763 0.0221758 0.0185718 0.0173868 0.00360409 0.034714 0.0117933 0.00470434 0.0229208 0.0216707 0.0185294 0.01536 0.0143442 0.011133 0.0145302
internal_count=3121 3098 2929 2772 2502 2429 2296 2089 2062 1802 1744 1715 1681 1620 1134 1096 486 399 387 87 999 134 47 865 856 777 571 511 465 285
is_linear=0
shrinkage=0.00134594


Tree=930
num_leaves=31
num_cat=0
split_feature=39 42 2 1425 4 480 1374 132 401 482 38 3 33 1365 4 14 4 1 3 2 484 11 15 12 51 457 48 2 2 4
split_gain=0.00168898 0.00153362 0.00129283 0.00121136 0.00192727 0.00132245 0.00130377 0.00116813 0.00112207 0.00112861 0.00106655 0.00128876 0.0010091 0.00102891 0.00115243 0.00127778 0.00127565 0.00126212 0.00151343 0.00198781 0.000974434 0.000949336 0.000947664 0.000888491 0.000898263 0.000832652 0.000828898 0.000987039 0.00107135 0.00102098
threshold=0.16946000000000003 -0.26584999999999998 0.17025000000000004 1.0000000180025095e-35 0.50996500000000011 0.084710000000000021 0.10637000000000001 -1.0000000180025095e-35 0.10076500000000001 0.092250000000000013 0.12566000000000002 0.31299000000000005 -0.0066799999999999993 1.0000000180025095e-35 0.0052350000000000009 0.083150000000000016 -1.0000000180025095e-35 1.0000000180025095e-35 -0.080734999999999987 0.10402500000000002 -0.0068949999999999992 0.082245000000000013 0.091295000000000015 -1.0000000180025095e-35 -0.097539999999999974 0.080930000000000016 0.12879500000000002 1.0000000180025095e-35 -0.0091949999999999983 0.09173000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 6 7 -3 9 10 11 12 -9 14 15 16 20 18 -16 22 -14 23 -20 -22 -25 -26 27 28 -19 -30
right_child=-2 2 -4 -5 -6 -7 -8 8 -10 -11 -12 -13 13 -15 17 -17 -18 26 19 -21 21 -23 -24 24 25 -27 -28 -29 29 -31
leaf_value=-0.0012438149931205456 0.0012439624018159444 -0.0008941464715955229 0.0012408839577182334 -0.0012442192729737503 0.0010904163584554739 -0.0010348527283709193 -0.0011720287601750194 -0.00086887690484392351 -0.0011847628629667946 -0.0012122264377382812 -0.0011748947235534078 0.0012435311236442493 -0.00082859657911124769 -0.00092135573018727632 -0.0012435954380549061 -0.0012436763448344797 -0.0011188711823058345 0.00099627174151161835 -6.2673092160875964e-05 -0.0012437137554993647 0.0007959686373430171 -0.00098676093633074595 0.0012039328989202447 -0.0010331727003640764 5.345500324622723e-05 0.00086089107045608879 -0.00030101643620961859 0.00084333055007519123 -0.00067494094141773789 0.00035623273883618489
leaf_weight=0.0016691728096773764 0.0015551151501682616 0.0022886894532225801 0.0012009077919046254 0.001311248051693247 0.0022675669381193577 0.0021474380399122408 0.0015525306796462237 0.0018155763181084686 0.0011966342980747049 0.0011124228413521555 0.0010801385600416316 0.00141762254310862 0.001839574662089837 0.0015729577364780303 0.0015661978264649434 0.0013328779724233178 0.0015111218215846508 0.0022177137632510835 0.0017111844231632025 0.0011770008918410291 0.002940295403597303 0.0011866315475117508 0.0019588031545936246 0.0010839551917420911 0.022946518360503085 0.0021606265099762814 0.0020060088638729203 0.008566711769617541 0.0022816731103603161 0.0042496030616803182
leaf_count=18 23 292 54 78 125 221 27 28 138 105 9 57 171 55 68 39 70 36 54 59 97 56 7 79 846 57 18 165 42 27
internal_value=0 -6.42175e-05 -3.9513e-05 -5.91009e-05 -3.89685e-05 -7.31508e-05 -4.47722e-05 -2.01993e-05 8.81771e-06 2.99039e-05 5.06442e-05 7.0841e-05 4.49161e-05 7.15423e-05 9.72564e-05 -4.9611e-05 -2.34037e-06 0.000297008 -0.000180963 0.000162404 5.01267e-05 0.000103444 0.00061336 0.000147852 7.50926e-05 0.00012294 0.000455655 0.000543314 0.000249549 -4.00333e-06
internal_weight=0 0.0813694 0.0797002 0.0784993 0.0771881 0.0749205 0.0727731 0.0712205 0.0689319 0.0677352 0.0666228 0.0655427 0.064125 0.0623095 0.0607365 0.0350016 0.0336687 0.0257349 0.00641319 0.00484699 0.0321576 0.030318 0.00366999 0.0291314 0.0261911 0.0251071 0.0193217 0.0173157 0.00874899 0.00653128
internal_count=3121 3098 3080 3026 2948 2823 2602 2575 2283 2145 2040 2031 1974 1946 1891 1415 1376 476 188 120 1306 1135 61 1079 982 903 288 270 105 69
is_linear=0
shrinkage=0.00124344


Tree=931
num_leaves=30
num_cat=0
split_feature=14 3 124 483 1374 457 39 42 42 133 48 1 52 43 42 16 2 3 12 42 43 3 15 4 3 1 42 3 151
split_gain=0.000307556 0.000372563 0.000345885 0.00034609 0.000310769 0.000640039 0.000428031 0.00052954 0.000446223 0.000418793 0.000396808 0.000320327 0.000426244 0.000310067 0.000356558 0.000451007 0.000366661 0.000379574 0.000543313 0.000521186 0.000374479 0.000353934 0.00034351 0.000648983 0.000366749 0.000295523 0.00026848 0.000257421 0.000230626
threshold=0.076175000000000007 0.30112000000000005 -0.043384999999999993 0.088070000000000009 -0.094929999999999987 0.080930000000000016 0.13507500000000003 -0.11051499999999999 -0.091964999999999977 0.10722500000000001 0.11951500000000001 0.12873500000000002 -0.22660999999999995 -0.48582499999999995 0.091735000000000025 -0.089669999999999986 0.099515000000000006 -0.078934999999999991 0.084405000000000022 0.08623500000000002 0.093175000000000022 -0.116045 -0.10324499999999999 0.053180000000000012 0.086245000000000016 0.10538500000000002 -1.0000000180025095e-35 0.11924500000000002 -0.08341999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 26 4 -4 6 7 -6 -9 10 11 12 -10 -14 16 -16 17 18 -15 22 25 -20 -19 24 -24 -18 -1 -27 -7
right_child=-2 -3 3 -5 5 28 -8 8 9 -11 -12 -13 13 14 15 -17 20 19 21 -21 -22 -23 23 -25 -26 27 -28 -29 -30
leaf_value=-4.714003823220031e-05 -0.0017642327820029079 0.0017821880025614694 -0.0016001603561235948 -0.0019697773395143852 -0.0023526956050387406 0.00034466027284497393 0.0018070052354337688 0.0018201179139733844 -0.0020628493766742424 -0.0019226363117403758 -0.0017430340145587083 0.0015886416533631952 0.0017655894692525415 0.00085064054732519195 -0.00012080098597218506 -0.0029059478034584624 -0.00069347012241892023 -0.001961135183630669 -0.00081517839616270611 0.0019868131476714502 0.0025097641851978335 -0.0032522439802948949 -0.0020415939472327557 0.0020635950977445977 0.00043910437444652696 0.0022969478894192233 0.00221676132962581 3.7559152504179577e-05 0.0020765936922571963
leaf_weight=0.0010067836188998314 0.0010468571478980939 0.0012311025965754388 0.0013310808918660646 0.0010387090141212854 0.0012028106209180925 0.0014023965111107373 0.0011210777886958559 0.0011668420176120789 0.0011180943072268646 0.0014673842866997902 0.0015007108030822272 0.0012441863880869866 0.0010008027538646004 0.0010640332534635911 0.0015711460982488212 0.0010103918997206298 0.0016391767301033875 0.0010139172478762504 0.0013942934218391535 0.0013815096574365526 0.0010891643984516364 0.0011502080584893225 0.0012448958823725511 0.001272114324759599 0.0012767938469266937 0.0010439097050323198 0.0012320220714761012 0.0010904606297117425 0.0019354512455862496
leaf_count=63 101 130 48 242 132 84 26 107 224 328 53 49 15 119 62 144 76 39 35 70 39 544 63 18 47 35 168 11 49
internal_value=0 2.37853e-05 -3.80471e-05 -0.000122536 -6.207e-05 5.27226e-06 -0.000160443 -0.000245463 -0.000143013 -0.000240186 -0.000128505 -1.09153e-05 -0.000113707 5.75479e-06 -9.63938e-05 -0.00121088 9.98548e-05 -0.000262475 -0.00110079 0.000226292 0.000829905 -0.00191682 -0.000279597 0.000169804 -0.000785555 0.000345045 0.00119869 0.00114261 0.00134892
internal_weight=0 0.0362415 0.0350104 0.0327716 0.0317329 0.0304018 0.0270639 0.0259428 0.02474 0.0235732 0.0221058 0.0206051 0.0193609 0.0182428 0.017242 0.00258154 0.0146605 0.00979777 0.00360853 0.00618923 0.00486271 0.0025445 0.00480772 0.0037938 0.00252169 0.00377355 0.00223881 0.00213437 0.00333785
internal_count=3121 3020 2890 2659 2417 2369 2236 2210 2078 1971 1643 1590 1541 1317 1302 206 1096 935 698 237 161 579 167 128 110 122 231 46 133
is_linear=0
shrinkage=0.00325215


Tree=932
num_leaves=31
num_cat=0
split_feature=39 42 1 52 151 0 43 1447 0 0 0 15 52 4 16 159 49 38 12 49 2 1374 48 148 14 47 4 15 43 1375
split_gain=0.00150894 0.00121088 0.00118646 0.00179342 0.00136799 0.00119837 0.00110963 0.00097685 0.00093858 0.00110988 0.00102699 0.000984069 0.000916152 0.00122287 0.00198592 0.00105559 0.000780324 0.000856892 0.000968187 0.000775679 0.000745184 0.000916913 0.000713575 0.00130998 0.00100753 0.00100999 0.000914394 0.000672035 0.000897593 0.000648396
threshold=0.16946000000000003 -0.26584999999999998 0.098700000000000024 -0.43320999999999993 -0.5145249999999999 -0.060129999999999996 0.24789500000000006 -1.0000000180025095e-35 -0.10011499999999998 -0.10224499999999999 -0.10607499999999999 0.095175000000000023 0.11434500000000002 -0.49405499999999997 0.38525000000000004 0.092630000000000018 -0.24768999999999997 0.10657000000000001 -0.029094999999999999 0.0065400000000000015 0.098035000000000011 -0.094929999999999987 0.11951500000000001 -0.080634999999999984 -0.46885499999999997 0.10621500000000002 -0.16363499999999997 0.083935000000000023 0.022390000000000004 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 5 -4 -5 8 7 -6 9 10 11 19 13 14 -7 -15 -9 18 -18 20 21 -3 23 -20 -25 26 -26 -10 -29 -23
right_child=-2 2 3 4 6 12 -8 16 27 -11 -12 -13 -14 15 -16 -17 17 -19 22 -21 -22 29 -24 24 25 -27 -28 28 -30 -31
leaf_value=-0.0014286319879192879 0.0014289012350333452 -0.0011288476660346954 -0.0014284174678940117 -0.0012696561660596874 -0.00092459554473315665 -0.001098166238312263 -0.00099940530739253686 -0.00075036754330197832 -0.00096925666175606546 0.00083311687149518728 -0.0014286343034628573 -0.0014285416695758921 -0.00057861294901228536 0.0010719419480532718 0.0010791421280754129 -0.00037493759061542028 0.001323535010092909 -0.000622506813929333 -0.0009587806555298896 -0.0011670494282110591 0.0010987689632074719 0.0010416857571083787 -0.00012885242595418218 -0.00045989823370279413 -0.0002104023864406544 0.0001023967591417335 0.0012082733012924148 -8.1861788702414069e-05 -0.0014284653117442208 -3.7794148497533983e-05
leaf_weight=0.0012662964545171454 0.0014470701321158677 0.0013198069427744503 0.0013091310601609498 0.0011104254206202304 0.001065869456596146 0.002243002927549754 0.0011884149349299369 0.0010183866625084184 0.0059922786344750491 0.0022317091787229472 0.0013650599076697753 0.0010755337078904867 0.00247972521872697 0.0049850530318842337 0.0013806920641350473 0.0012961617061080233 0.0031670031550028446 0.0012496811327764581 0.0010243044428079892 0.0010511954111933628 0.0013772174233750442 0.0013925990669605452 0.0033391271620075704 0.0013483233087754351 0.0010364166541876286 0.0029281578684106089 0.0087695202106843392 0.005771131351023584 0.0012240258701652351 0.0061412085336875989
leaf_count=18 23 9 109 17 35 65 30 10 814 32 30 42 45 109 14 27 247 16 19 71 29 14 32 13 13 42 210 695 174 117
internal_value=0 -4.43974e-05 -1.93141e-05 0.000204583 0.000283047 -0.000174017 0.000349018 0.000413254 -0.000333123 -0.000101051 -0.000252975 -0.000123108 0.0001978 0.000392177 -0.000268573 0.000773371 0.000472966 0.000527458 0.00059395 1.34148e-06 0.000121391 -3.06442e-05 0.000468686 0.000600764 0.000714199 0.000838516 0.00105833 -0.000618211 -0.000317493 0.000161744
internal_weight=0 0.0711475 0.0698812 0.0285548 0.0272456 0.0413264 0.0261352 0.0249468 0.0289418 0.0159543 0.0137226 0.0123576 0.0123846 0.00990491 0.00362369 0.00628121 0.0238809 0.0228625 0.0216129 0.011282 0.0102308 0.00885361 0.0184458 0.0151067 0.0140824 0.0127341 0.00980594 0.0129874 0.00699516 0.00753381
internal_count=3121 3098 3080 793 684 2287 667 637 2027 344 312 282 260 215 79 136 602 592 576 240 169 140 329 297 278 265 223 1683 869 131
is_linear=0
shrinkage=0.00142833


Tree=933
num_leaves=30
num_cat=0
split_feature=1456 38 124 1 13 453 4 14 159 12 12 4 0 12 0 16 0 4 0 13 15 52 52 43 12 3 2 15 43
split_gain=0.000296109 0.000296559 0.000555938 0.000446971 0.000301471 0.000327535 0.000362058 0.000496956 0.000346413 0.000350614 0.000511841 0.00046946 0.000753627 0.00034102 0.000400457 0.000564947 0.000803254 0.000578377 0.000456366 0.000365609 0.000482213 0.00031032 0.000271938 0.000260897 0.000337658 0.00025851 0.000163342 0.000146541 4.88926e-05
threshold=-1.0000000180025095e-35 0.10386000000000002 -0.043384999999999993 0.098700000000000024 -0.23438999999999996 1.0000000180025095e-35 0.27287000000000006 -0.46885499999999997 0.091530000000000014 0.092355000000000007 0.098330000000000015 -0.46376499999999993 -0.0058249999999999994 0.089735000000000023 -0.10011499999999998 -0.013324999999999998 -0.10224499999999999 0.033845000000000007 -0.084269999999999984 -0.08231999999999999 0.035560000000000008 0.08976000000000002 -0.04127999999999999 -0.074359999999999996 0.10388500000000002 0.090900000000000009 0.10613000000000002 -0.23032499999999997 -0.089499999999999982
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 22 6 8 -8 9 11 -11 -6 13 14 15 16 17 25 -16 -20 28 -15 -4 24 -12 -13 -24 -9 -21
right_child=1 -3 4 -5 5 -7 7 27 -10 10 23 12 -14 21 18 -17 -18 -19 19 20 -22 -23 26 -25 -26 -27 -28 -29 -30
leaf_value=-0.0023630198060445185 0.00049413774339773461 -0.0023498649788558268 0.0031275725319488403 0.004464665269110408 -0.0026358641060905711 -0.00247333914048761 -0.0015327570203800189 0.0031011846646086028 -0.0025930958854296295 -0.0035422411005872805 0.0024070443760917989 -0.001021672504078598 0.0040643722971042536 -1.2939192249334127e-05 -0.0033395360551189378 0.0025842416923928476 0.0030136591633020829 -0.0030127804257852591 0.0019524976295755378 -0.00057521186470568331 -0.0036462207077448076 0.0031548734706489784 0.0015245282180902922 -0.0020968216237013003 -0.00098957091580820894 0.0017785495110258127 -0.00078426301798521141 0.0010799534967363552 0.00081286531793243989
leaf_weight=0.001056776347587717 0.0012952096775435953 0.0010097740496393106 0.0010248249007815957 0.0010024988383650069 0.0011541499844174219 0.0012060202094712471 0.0010034564278385005 0.0014706122165808466 0.0012470339560514123 0.0013764477713562586 0.0010471364866821986 0.0014719211891875972 0.0010007182685854024 0.0012186027933438473 0.001401548398364697 0.0018546194149280304 0.0011893213911733369 0.0018684398765120847 0.0010040526437706809 0.001023379987604045 0.0010262880241671546 0.0012471838792667 0.0012403921553385535 0.0011252923520086444 0.0013170960739667947 0.0011870402361182641 0.0012032410549043249 0.0013913650589643103 0.0010000120167035307
leaf_count=288 64 36 51 173 71 59 24 97 164 333 39 52 27 130 457 58 12 66 91 29 176 75 37 236 85 21 45 75 50
internal_value=0 3.50304e-05 0.000104636 0.00222649 -4.63047e-05 -0.000195903 -9.64798e-05 0.00117068 -0.000302628 -0.000175756 -0.00123677 0.000116803 0.000309429 6.68814e-05 -0.0002213 0.000443142 -0.000251473 -0.0011092 -0.00114347 -0.000384201 -0.00115352 0.00158933 0.00119724 -0.000327378 0.000514816 0.000228431 0.000387683 0.00211855 0.000110811
internal_weight=0 0.0356077 0.0345979 0.00229771 0.0323002 0.0288317 0.0276257 0.00386543 0.0237603 0.0225133 0.00486597 0.0176473 0.0164931 0.0154924 0.0130266 0.00757134 0.00571672 0.0045274 0.00545528 0.00405373 0.00304968 0.00246579 0.00346846 0.00348952 0.00236423 0.00265896 0.00244363 0.00286198 0.00202339
internal_count=3121 2833 2797 237 2560 2427 2368 196 2172 2008 693 1315 1244 1217 1012 209 151 139 803 346 255 205 133 360 124 73 82 172 79
is_linear=0
shrinkage=0.0044645


Tree=934
num_leaves=29
num_cat=0
split_feature=14 51 1 3 47 50 474 156 42 43 4 3 151 16 3 16 2 133 4 1374 52 51 52 2 4 1 15 42
split_gain=0.000282645 0.000359269 0.000402208 0.000610717 0.000601316 0.000484897 0.000342831 0.000500619 0.000467114 0.000403811 0.000449922 0.000547968 0.000407927 0.000366966 0.000525887 0.000394323 0.000430167 0.000345665 0.000337626 0.000304365 0.000284603 0.000247288 0.000299941 0.0005025 0.000506312 0.000678947 0.000263967 9.74512e-05
threshold=0.076175000000000007 -0.40274499999999996 0.13436000000000001 0.11296500000000002 0.11939500000000002 0.10647500000000001 0.084660000000000027 0.083840000000000012 -1.0000000180025095e-35 -0.15582499999999996 -0.49405499999999997 -0.15327499999999997 0.086470000000000005 -0.014034999999999997 -0.086769999999999986 0.22339500000000004 0.092755000000000018 0.089755000000000015 0.16173500000000005 -0.094929999999999987 -0.082554999999999976 0.080335000000000018 0.090245000000000006 0.10882500000000002 0.181285 0.092695000000000013 -0.095244999999999982 0.094725000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 4 -4 5 6 7 8 17 27 -11 -12 13 14 -13 16 -15 18 -3 -16 -8 22 23 24 25 -21 -23 -10
right_child=-2 2 3 -5 -6 -7 20 -9 9 10 11 12 -14 15 19 -17 -18 -19 -20 21 -22 26 -24 -25 -26 -27 -28 -29
leaf_value=-0.0023174594297452871 -0.0023042366293177809 -0.0034534074186453063 0.0043776682874996902 5.3261158760860344e-05 -0.0030309278833532253 -0.0027166648200724784 6.5300854411589644e-05 -0.0023633622720500196 0.0031568241856228187 -0.0024318253875124274 0.0033800027130411296 -0.002868598637352037 0.0025766218591511637 0.00024074796239653205 -0.002143719042740013 -0.0011085296575393446 0.0036609241054611141 0.00088955933745544927 -0.00028789479926079364 0.0016137598481309225 0.0031322235327963912 0.0030633165961075999 -0.0022501758863580175 -0.0021666850966835958 0.0036163004310987615 -0.0027192663271204303 9.7893538360211899e-06 0.0013357028451401877
leaf_weight=0.0011992733461654295 0.0010175697123129259 0.0014739329030311046 0.0010372074406843615 0.0015767731593747669 0.0012196953919429978 0.0011223294213700266 0.0010175916776393734 0.0015228538419369544 0.0011026787049104305 0.0011142046115182247 0.001133322380702839 0.0014138343212217646 0.0013085927021858615 0.0013395628292012527 0.001134066094607534 0.0010439161443080991 0.0014860638360794098 0.0010652447537315979 0.0011484465760904783 0.0019826200566812613 0.0013469601155962066 0.0010919190959182146 0.0010939243924914521 0.0012482531222275384 0.0010561887302742434 0.0010648885297968036 0.0010776356953772215 0.001150040356833415
leaf_count=109 101 478 87 102 64 284 122 224 28 53 40 67 55 223 20 39 58 129 44 190 126 29 206 46 44 34 87 32
internal_value=0 3.6273e-05 0.000120856 0.00176915 -1.92216e-05 0.000105134 0.000216582 7.17459e-05 0.000222925 0.000476991 0.000264901 0.000436846 0.000232731 2.86979e-05 -0.000373924 0.00119023 0.0020395 -0.00121301 -0.0020671 -1.21562e-05 0.00181236 0.000268426 -0.000161784 0.000265077 0.00100477 9.96739e-05 0.0015466 0.00222712
internal_weight=0 0.034572 0.0333727 0.00261398 0.0307588 0.0295391 0.0284167 0.0260522 0.0245293 0.0208417 0.018589 0.0174748 0.0163415 0.0150329 0.0111633 0.00386954 0.00282563 0.00368762 0.00262238 0.0097495 0.00236455 0.00861543 0.00644587 0.00535195 0.0041037 0.00304751 0.00216955 0.00225272
internal_count=3121 3020 2911 189 2722 2658 2374 2126 1902 1251 1191 1138 1098 1043 723 320 281 651 522 656 248 636 520 314 268 224 116 60
is_linear=0
shrinkage=0.00437696


Tree=935
num_leaves=27
num_cat=0
split_feature=1213 0 4 52 52 1 15 3 160 47 4 12 147 16 0 4 3 1374 1375 150 16 157 4 12 16 133
split_gain=0.000255709 0.000270748 0.000388459 0.000683922 0.000427281 0.000304729 0.000692788 0.000579987 0.000423844 0.000343908 0.000547827 0.000476477 0.000547139 0.000437765 0.000596404 0.000465476 0.00044285 0.000339816 0.000322451 0.000333882 0.000357497 0.000472243 0.000268976 0.000268508 0.0002598 2.7585e-05
threshold=-1.0000000180025095e-35 -0.019414999999999998 -0.49405499999999997 0.10347000000000002 0.11434500000000002 0.085110000000000005 -1.0000000180025095e-35 -0.084074999999999997 0.08325500000000001 0.087235000000000021 -0.084369999999999987 -0.069644999999999985 0.088610000000000008 -0.056919999999999991 -0.20211999999999997 0.058735000000000009 -1.0000000180025095e-35 -0.094929999999999987 -0.012484999999999998 0.087675000000000017 -0.078464999999999993 -0.074309999999999987 -0.059649999999999988 0.051320000000000005 -0.23935499999999996 0.090445000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 5 3 -3 23 6 8 -8 -2 10 -7 -12 17 14 -11 -15 -16 -13 -19 20 24 -22 -9 -4 -20 -24
right_child=1 2 4 -5 -6 9 7 22 -10 13 11 12 -14 15 16 -17 -18 18 19 -21 21 -23 25 -25 -26 -27
leaf_value=-0.0021929616116862127 -0.0049293056883142217 -0.0033193154407543642 0.0044579589963969013 0.0018989862907746052 -0.00080378854838996034 -0.0022772593759218043 -0.0024019733840974973 -0.00057603076554445113 -0.00081603946678456604 -0.0030932194365936778 0.0039588940417015061 -0.0021441484193780854 0.0040561521290273126 -0.0047494931589173624 -0.00069222489983118761 -0.00016500365435030185 0.0027516228991930655 0.0032109062938658075 0.00048329676079557896 -0.0022201575896088547 0.0020586382575644049 -0.002096892576479163 0.0029201434131444757 0.0015682854616880875 0.003708377519554502 0.0017707132189148959
leaf_weight=0.0012799541905934566 0.0014058715659064332 0.0011943755521599542 0.0012843066002758965 0.0012477243356983081 0.0011394354687990216 0.0013766676945565761 0.0015723858328686724 0.001229722433087943 0.0010733881969319237 0.0010850383361287186 0.0011955668227763274 0.0012317978110019147 0.0010286145119842169 0.0011304150924233971 0.0017713491578739138 0.0010269460442486888 0.0018597117510239514 0.0010299089288352574 0.0011812012540772798 0.0011083247786203287 0.0011011491325838597 0.0016754141853265658 0.0010146219191362622 0.0019947449534924999 0.0012481772440722256 0.0010145322220260766
leaf_count=491 602 125 102 17 40 66 254 183 154 28 180 22 61 103 75 23 36 28 55 63 39 166 29 67 80 32
internal_value=0 5.22592e-05 0.00092452 -0.000653166 0.00179651 -0.000174753 -0.00103027 5.67347e-05 -0.00314848 0.00015355 0.000651133 0.00102441 0.000659126 -0.000727953 0.000113397 -0.00256719 0.0010716 0.000251682 0.000653521 0.00023639 0.00075938 -0.000448863 0.00124304 0.00270008 0.00214029 0.00234545
internal_weight=0 0.0332214 0.00686059 0.0024421 0.00441849 0.0263608 0.00731052 0.00483126 0.00247926 0.0190503 0.0121768 0.0108002 0.00960459 0.00687346 0.0047161 0.00215736 0.00363106 0.00857597 0.00734418 0.00631427 0.00520594 0.00277656 0.00325888 0.00327905 0.00242938 0.00202915
internal_count=3121 2630 351 142 209 2279 1254 498 756 1025 760 694 514 265 139 126 111 453 431 403 340 205 244 169 135 61
is_linear=0
shrinkage=0.00492917


Tree=936
num_leaves=25
num_cat=0
split_feature=1212 160 1 0 4 159 16 2 150 160 151 16 3 3 2 12 16 13 150 15 0 15 43 43
split_gain=0.000252596 0.000258476 0.000260879 0.000405504 0.000447988 0.00038175 0.000384323 0.000570863 0.000380262 0.000350642 0.000445793 0.000387013 0.000337654 0.000406859 0.000272958 0.000340258 0.000263474 0.000295936 0.000240237 0.000229307 0.000220968 0.00018603 0.00016737 0.000309024
threshold=-1.0000000180025095e-35 -0.40698999999999991 0.094385000000000011 -0.060129999999999996 -0.51843499999999987 0.082585000000000006 -0.48836499999999994 0.092875000000000013 0.076925000000000007 -0.095794999999999977 -0.0096649999999999982 -0.056919999999999991 0.10732000000000001 -0.074479999999999977 0.088225000000000012 0.084100000000000022 -0.091114999999999988 -0.072309999999999985 0.10801000000000001 -0.0063699999999999989 -0.098289999999999975 -0.11713499999999999 0.093175000000000022 -0.083684999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 5 -5 6 -3 14 9 -4 -11 20 13 -13 15 19 -16 -18 -10 -8 21 -12 23 -6
right_child=1 2 8 4 22 -7 7 -9 18 10 11 12 -14 -15 16 -17 17 -19 -20 -21 -22 -23 -24 -25
leaf_value=-0.0018156326021323908 -0.0016589677287946972 0.0014689626313660804 0.0021645676061437897 -0.0012148220104182929 0.0018566298733691691 -0.0026756745659505684 -0.0010060836354741645 -0.0029023447077284473 0.0029697202965814451 -0.0019635951706041496 -0.00032177048577750977 -0.001617417821687844 -0.0022309157583216147 0.0012045947072474503 0.0018698068788633032 -0.002618440865476422 0.0010962206692257486 -0.0017298178166756093 0.00079459691039154238 0.0011921662514356817 0.0022659432585992729 0.0013870580538529451 0.0024506381000188064 -0.00063915250184175937
leaf_weight=0.0010608417906843295 0.0012076553157616124 0.0013446190294530399 0.0011059807902338301 0.0013699805435152257 0.0015879714782585097 0.0011348792236463021 0.0018783020190322741 0.0013581336310450887 0.0011798668093057083 0.0014586987010858374 0.00187761554093413 0.0011691232200181671 0.0012153763740556656 0.001827324478337106 0.0012630130373976201 0.0011687437018860214 0.0010500789348057982 0.0010188430315052344 0.0017741899550607343 0.0010228445098454664 0.0013415216848726734 0.00168861472103643 0.0011678380934299071 0.0012275424638854586
leaf_count=224 239 33 74 38 48 226 102 289 128 65 65 136 41 109 50 580 100 109 95 74 139 38 33 86
internal_value=0 3.6821e-05 0.000102394 -0.000218294 0.000627899 -0.000621335 -0.000390605 -0.000676041 0.0004659 0.000163156 -4.60958e-05 0.000260613 -0.000570104 0.000103531 -0.000267545 -0.000916638 0.000525309 -0.000295465 0.00166335 -0.000231056 0.000973533 0.000487362 0.00126166 0.000768488
internal_weight=0 0.0324388 0.0312311 0.0165928 0.00535333 0.0112395 0.0101046 0.00875996 0.0146383 0.0116843 0.0105783 0.00911958 0.00421182 0.00299645 0.00740183 0.00406989 0.00333194 0.00206892 0.00295406 0.00290115 0.00490775 0.00356623 0.00398335 0.00281551
internal_count=3121 2897 2658 1768 205 1563 1337 1304 890 667 593 528 286 245 1015 756 259 209 223 176 242 103 167 134
is_linear=0
shrinkage=0.0037357


Tree=937
num_leaves=26
num_cat=0
split_feature=1374 150 52 484 3 42 13 4 1 156 12 12 150 15 160 48 0 43 42 4 15 2 52 3 1
split_gain=0.000245752 0.000278604 0.000444248 0.000441477 0.000300055 0.000293329 0.000419719 0.000325569 0.0005445 0.000383323 0.000402019 0.000298891 0.000245295 0.000347762 0.000379276 0.000429796 0.000346456 0.00037265 0.000412443 0.000290954 0.000241706 0.000205248 0.000185379 8.24296e-05 8.04584e-05
threshold=0.086000000000000007 0.090735000000000024 -1.0000000180025095e-35 -0.0068949999999999992 0.095270000000000007 0.10256000000000001 -0.014169999999999999 0.24564500000000003 0.111945 0.091255000000000017 0.10711000000000002 0.10016000000000001 -0.045534999999999992 -0.10324499999999999 -0.090969999999999981 0.093675000000000022 -0.10011499999999998 -0.072864999999999985 -1.0000000180025095e-35 -0.077679999999999985 0.088495000000000018 0.089320000000000024 -0.085264999999999994 -0.071799999999999989 0.077565000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 4 -1 -3 7 -7 9 23 10 11 12 -5 -14 -15 16 22 18 -18 20 -19 -20 -16 -9 -24
right_child=-2 2 -4 5 -6 6 -8 8 -10 -11 -12 -13 13 14 15 -17 17 19 21 -21 -22 -23 24 -25 -26
leaf_value=-0.0021753525084927472 -0.0019692824026751299 -0.0014586182226424599 0.0030463774143624799 0.001976147160666812 0.0013762651992858318 -0.0029715677469921448 0.00032643036940499851 0.00070936067149553585 0.0027887181493301758 -0.00242149806879751 -0.0022728213981593262 0.0019830541442700696 -0.0021314000760067971 -0.0019108161662592432 -0.00035835668088551127 0.002797250202577642 -0.0010636946567117473 -0.0015570760812038808 0.0028502371628479437 -0.0030204200852374172 0.00090282314872946405 0.00036777589464552312 0.00076399594617521614 -0.0008508656900148298 0.0021623132910689982
leaf_weight=0.0015768810269852765 0.0010264584188668371 0.0011207435827387258 0.0012490687528412528 0.0010370658853222628 0.0013408826963789977 0.0012327964431366745 0.0012924518477817051 0.0010005795234544479 0.0019002360769446724 0.0010553354114517513 0.0011137207855076428 0.0014620134351730476 0.0012149462031366609 0.001351353149613657 0.0010498008317654239 0.0010681189985515269 0.0015699720043396148 0.0016168059243853953 0.0011303750082802804 0.001110694054714775 0.0010957778719387079 0.0010508334268291009 0.0010874851861544192 0.0012396127207097143 0.0017645680522377916
leaf_count=469 86 114 96 66 38 241 49 36 166 157 114 87 99 237 36 43 144 334 89 149 99 59 33 41 39
internal_value=0 4.10259e-05 0.00108223 -9.68533e-05 8.55829e-05 2.7087e-05 -0.00128361 0.000165463 0.00119656 -5.03823e-05 8.32636e-05 0.000232273 7.37578e-05 -5.68053e-05 0.000124582 0.000343846 0.000115504 -0.000388757 0.000516727 -0.00127717 -0.000563373 0.00165427 0.0010944 -0.000153992 0.00162914
internal_weight=0 0.0317321 0.0037107 0.0280214 0.00246163 0.0264445 0.00252525 0.0239193 0.00414043 0.0197789 0.0187235 0.0176098 0.0161478 0.0151107 0.0138958 0.0125444 0.0114763 0.00757446 0.00375118 0.00382328 0.00271258 0.00218121 0.00390185 0.00224019 0.00285205
internal_count=3121 3035 248 2787 152 2318 290 2028 243 1785 1628 1514 1427 1361 1262 1025 982 874 292 582 433 148 108 77 72
is_linear=0
shrinkage=0.00404364


Tree=938
num_leaves=24
num_cat=0
split_feature=13 13 40 42 39 159 3 0 457 1 11 13 1 2 2 2 2 16 0 2 403 2 2
split_gain=0.000251958 0.000443479 0.000381451 0.000599555 0.000394538 0.000329325 0.00036131 0.000539009 0.00056577 0.000278464 0.00061079 0.00025641 0.000245989 0.00042195 0.0005617 0.00028927 0.000209404 0.000513592 0.000352557 0.000304271 0.000266626 0.000191716 0.000116501
threshold=-0.23438999999999996 -0.53104499999999988 0.05433000000000001 -0.11466499999999999 0.085220000000000004 -0.032739999999999991 -0.10519499999999998 -0.053834999999999994 -0.068264999999999978 0.077845000000000011 0.081790000000000015 -0.47860499999999995 0.094465000000000007 0.11215000000000001 0.090310000000000015 0.092875000000000013 0.089775000000000008 -0.091354999999999978 -0.084269999999999984 0.083215000000000011 0.03138500000000001 0.097220000000000015 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -2 5 -5 9 8 -8 21 -11 -3 15 14 -14 16 18 -18 19 22 -20 -7 -10
right_child=2 11 -4 4 -6 6 7 -9 12 10 -12 -13 13 -15 -16 -17 17 -19 20 -21 -22 -23 -24
leaf_value=-0.0012979923340166245 -0.0030473004553114294 0.0037253463211463262 0.0022766700491509682 -0.0021022540602922747 0.0019865230649471449 -0.0015845868875786913 -0.0031422957636138807 -0.0028681764222268707 -0.0014638912842541657 0.0034678566984189365 -0.00036118406964941082 0.00094541499384448739 5.1786731019290791e-05 -0.00075996939460146456 0.0039369761854455877 -0.0023069525377829424 0.0031106389235631294 -0.001061014071261765 -0.00078278974698167702 -0.0032933206864145218 0.0022507869091539308 0.00079554794048731885 0.00059436756043678427
leaf_weight=0.0011102792201889145 0.0014122914427262536 0.0010157074813950118 0.0011748419120616296 0.0017221148004142863 0.0016001451356455467 0.0011424483911781557 0.0011461739940770163 0.0015924658175627956 0.0010828590750548983 0.0017142586867677778 0.0014933561995356115 0.001698726949106443 0.0014789052291614988 0.0018473291892604493 0.0013763600550049659 0.0012636289105844023 0.0011567030696899572 0.0011059928155581211 0.0010467640795965823 0.001110439592793111 0.0011816272779849868 0.0014990317629894889 0.0010260159030464023
leaf_count=36 165 49 49 384 245 66 154 171 16 89 130 84 95 54 43 274 37 118 325 353 64 24 96
internal_value=0 0.00103243 -0.00016481 -0.000271049 -0.00011781 -0.000258191 -0.000115555 -0.00044839 -0.000188423 0.000818532 0.00168519 0.00198563 5.91268e-05 0.000870024 0.00192461 -0.000365802 -4.76738e-05 0.00107156 -0.000512545 -0.00143894 0.000825795 -0.000233868 -0.000462501
internal_weight=0 0.00382471 0.0281738 0.0269989 0.0255866 0.0239865 0.0222644 0.0164153 0.0148228 0.0058491 0.00320761 0.00271443 0.0136766 0.00470259 0.00285527 0.00897403 0.0077104 0.0022627 0.00544771 0.00321931 0.00222839 0.00264148 0.00210887
internal_count=3121 169 2952 2903 2738 2493 2109 1800 1629 309 219 133 1475 192 138 1283 1009 155 854 465 389 90 112
is_linear=0
shrinkage=0.00437696


Tree=939
num_leaves=31
num_cat=0
split_feature=39 42 2 376 457 14 1456 15 11 13 403 2 2 43 13 133 0 0 16 4 133 151 160 160 47 1375 1 4 52 133
split_gain=0.00198284 0.00151273 0.00112745 0.00110802 0.00104527 0.00126318 0.00115106 0.00130526 0.00143411 0.0009639 0.00118355 0.00102214 0.000984917 0.000955679 0.00160605 0.00119552 0.00146365 0.00195343 0.00112451 0.00105991 0.000944395 0.00082517 0.0011817 0.000842588 0.000807518 0.000710309 0.000705467 0.000694555 0.000652152 0.00116096
threshold=0.16946000000000003 -0.26584999999999998 0.17025000000000004 0.088055000000000008 0.088350000000000026 0.076175000000000007 0.075120000000000006 -0.24436499999999997 0.087830000000000005 -0.094514999999999988 -0.088999999999999982 0.13712500000000002 0.113445 -0.074359999999999996 -0.023499999999999997 0.093615000000000018 -0.060129999999999996 -0.10474999999999998 0.054560000000000004 -1.0000000180025095e-35 0.083950000000000011 -0.086654999999999982 0.050340000000000003 -0.091944999999999985 0.096175000000000024 -0.43169999999999992 0.111945 0.053180000000000012 0.11434500000000002 -0.0061299999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 6 7 26 9 11 -11 12 28 15 -15 16 17 -12 19 21 -19 -16 23 -23 27 -6 -3 -21 29 -9
right_child=-2 2 -4 -5 25 -7 -8 8 -10 10 13 -13 -14 14 18 -17 -18 20 -20 24 -22 22 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0012686810079533071 0.0012689939631258839 3.8482325328790303e-05 0.001266110989991052 0.00083614117898489168 -0.00034266792679973223 -0.0011491842316455286 -0.0012684319974955291 -0.0004127898316513835 -0.0012684683362418389 -0.0012683800829421973 0.00079570106670114439 -0.00084190302352570153 0.0012451126339328334 -0.0012672678070944408 0.0011669778940993014 -0.00078751313538082948 0.0008052608680986273 -0.0008884153342144965 -0.0009797381161989699 -0.00079959058756463278 0.00023706591229841962 -0.0005372198468173398 -0.00082003387710650718 0.00070205272049544325 -0.0012246793445014523 0.00059210191263847005 0.0010022707478847235 0.00011781540312517939 -0.00064565361141077514 0.00068122690813311152
leaf_weight=0.0016131587943348782 0.0018688808412434801 0.0022867380762647818 0.0010691354023961699 0.0022129411793230238 0.0017032718788527745 0.0019038592699942561 0.0013217329574142225 0.0022813901373623952 0.0017241884918064434 0.0015706554710739331 0.0027246317108478042 0.001272813411219432 0.0016989260800528436 0.0025325072387203376 0.0013502439751960091 0.0021011201149274692 0.0047343747100541114 0.0036613263416889197 0.0024838240322457841 0.0020007476151811089 0.0017835098262874993 0.0011648974307512114 0.0017327872033163771 0.0036409927805851495 0.0015277627823166995 0.0056297429921841049 0.002623118204610364 0.0039450767702611245 0.0012836546943972849 0.0049369405738843835
leaf_count=18 23 36 54 62 17 95 224 75 70 351 51 18 39 417 18 73 100 269 116 51 226 25 21 228 43 129 139 42 31 60
internal_value=0 -5.46124e-05 -2.61885e-05 -4.65566e-05 -7.6324e-05 -0.000133101 -9.8792e-05 -7.07155e-05 -0.000131815 -9.13466e-05 -0.00019105 0.000229778 0.000363497 -0.000143229 -0.000322086 9.9685e-05 0.000244147 -8.10306e-05 -0.000187959 -5.99436e-05 -0.000519753 0.00026431 7.79085e-05 0.000401666 -0.000402218 0.000374979 0.000553392 -0.000190888 0.000187326 0.000335457
internal_weight=0 0.0705161 0.0689029 0.0678338 0.0656208 0.0582878 0.056384 0.0550622 0.0501524 0.0484282 0.0369545 0.0114737 0.0102009 0.0353838 0.0203788 0.015005 0.0129038 0.00816947 0.0178463 0.0153625 0.00544484 0.00788892 0.00653868 0.00480589 0.00747359 0.00733301 0.00490986 0.00594582 0.00850199 0.00721833
internal_count=3121 3098 3080 3026 2964 2818 2723 2499 2324 2254 2031 223 205 1680 961 719 646 546 544 428 495 292 274 253 136 146 175 93 166 135
is_linear=0
shrinkage=0.00126831


Tree=940
num_leaves=24
num_cat=0
split_feature=1213 0 15 4 43 1 403 39 48 457 48 2 14 12 3 43 0 42 47 0 16 52 47
split_gain=0.000244448 0.000231699 0.000314097 0.000296561 0.000283435 0.000305118 0.000393616 0.00030931 0.000369905 0.00054563 0.00030327 0.000407516 0.000618791 0.000323747 0.000269222 0.000268052 0.000591835 0.000273394 0.000238602 0.000214675 0.000274884 0.000191184 0.00018134
threshold=-1.0000000180025095e-35 -0.019414999999999998 -0.018314999999999994 -0.51843499999999987 -0.34140499999999996 0.094385000000000011 0.092070000000000013 0.085220000000000004 0.12649500000000002 0.045365000000000009 -1.0000000180025095e-35 0.10527500000000002 -0.10708499999999999 0.10345000000000001 0.090900000000000009 -0.083134999999999987 -0.098289999999999975 0.088200000000000014 0.092530000000000015 0.15398500000000004 0.19444000000000003 -0.0027449999999999996 0.077555000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 4 -3 -4 -2 6 14 8 9 10 -7 13 -13 18 15 17 21 -6 -12 20 -5 -17 -23
right_child=1 2 3 19 5 7 -8 -9 -10 -11 11 12 -14 -15 -16 16 -18 -19 -20 -21 -22 22 -24
leaf_value=-0.0020252431018868149 -0.0022309811348649776 0.0030345110006935318 -0.0013279915773589607 0.0014873701992901551 -0.0012773384085041875 -0.0021410782183457532 0.0019062227366758756 0.0021715582883715893 -0.0017174423596725047 0.0036322997573845534 -0.00014957698577459027 -0.0010283627333510731 0.0031540435090019079 0.0011579549393080182 0.00063365444002903924 -0.0021852735467407904 -0.0041617962373568492 0.0016788499495738105 -0.003175200907485447 0.0025573263659891586 -0.0014737773929571032 0.0010533194450367471 -0.0014170863754290088
leaf_weight=0.0011675903344853236 0.0012305434658106398 0.0010583143025013619 0.0014779971188829677 0.0015549449825478226 0.0014985503959430452 0.0010140878247710833 0.0011431647347310845 0.0017897221984579667 0.0017369131057591866 0.0010051245929432184 0.0010282321676138278 0.0010960237722485999 0.0019767070888079274 0.0013064817780232829 0.0019238729383346262 0.0013687099798738167 0.0015151286697808733 0.0010679106121180837 0.0010500200115108882 0.0012362808735275621 0.0010446279973663763 0.0012780474376845588 0.0011037023823625702
leaf_count=491 90 109 50 57 344 40 65 188 55 63 101 37 96 36 55 56 808 80 63 26 109 75 27
internal_value=0 5.626e-05 0.00081346 0.000371112 -0.000143674 -3.15236e-05 -0.000572306 0.00045951 0.000159509 0.000544105 0.00012866 0.000485103 0.00166221 -0.000583496 -0.000862731 -0.0012303 -0.00180692 -4.72613e-05 -0.00167825 0.0010258 0.000297445 -0.00085559 -9.14661e-05
internal_weight=0 0.0305051 0.00637217 0.00531385 0.0241329 0.0229024 0.0108991 0.0120033 0.0102136 0.00847668 0.00747155 0.00645746 0.00307273 0.00338473 0.00975592 0.00783205 0.00526559 0.00256646 0.00207825 0.00383585 0.00259957 0.00375046 0.00238175
internal_count=3121 2630 351 242 2279 2189 1510 679 491 436 373 333 133 200 1445 1390 966 424 164 192 166 158 102
is_linear=0
shrinkage=0.0044645


Tree=941
num_leaves=24
num_cat=0
split_feature=128 124 483 42 1 3 13 52 2 151 49 16 1 52 484 133 0 124 52 2 0 47 1
split_gain=0.000231337 0.000212979 0.000251918 0.000243504 0.000398302 0.000248653 0.000258919 0.000338699 0.000377432 0.000269582 0.000451577 0.000391757 0.000267354 0.000550814 0.000254022 0.000226353 0.000292476 0.000222846 0.000222645 0.000133921 9.22072e-05 7.63885e-05 7.26597e-05
threshold=0.089290000000000022 -0.043384999999999993 0.088070000000000009 0.092145000000000019 0.122185 -0.15447499999999995 -0.094514999999999988 0.10160000000000001 0.089885000000000007 0.08357500000000001 -0.087004999999999985 -0.18708499999999997 0.094465000000000007 -0.067494999999999986 0.084040000000000017 0.083950000000000011 -0.10151999999999999 -0.087894999999999987 0.08976000000000002 0.08647500000000001 -0.10474999999999998 0.082095000000000015 0.10439500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 17 3 5 18 -3 7 8 -7 10 -8 22 14 -14 15 16 19 -1 -5 -13 -10 -15 -12
right_child=-2 2 -4 4 -6 6 9 -9 20 -11 11 12 13 21 -16 -17 -18 -19 -20 -21 -22 -23 -24
leaf_value=-0.0001745512292563875 -0.0017602240713707588 0.0015317051151556064 -0.0018082295094369873 -0.0022114769796032657 0.0011410263063241113 -0.00026239871356008944 -0.002678696033244722 -0.00094084579674840938 0.0014830870327825251 0.0013299824230567608 -0.0023326612716876019 0.00040801040106717317 -0.00056013202649957984 0.0028217579859916792 0.0012794828310205835 0.00075065092984011479 -0.0023647376423528233 0.002169534092727085 -0.00024934278426451992 -0.001272035258701634 0.0029612467233071415 0.001449325367401592 -0.00094372447987176478
leaf_weight=0.001011507287430824 0.001025838502949016 0.0017646053996660483 0.0010886079548948482 0.001992747866263688 0.0011383450110002968 0.0012582997151220346 0.0010530793036158679 0.0011440673822331604 0.0011063974978036129 0.0015205278376444484 0.0010094141448497825 0.0015226863217865346 0.0019701760012234004 0.001141229154541179 0.0011484527323197824 0.0012398591590101482 0.001536992834146998 0.0012849805043333431 0.0013563632715012375 0.0011716180003915611 0.0012591999058706449 0.0011227783264189384 0.0010966804395220464
leaf_count=63 185 160 259 294 60 74 50 43 64 65 47 23 73 32 159 299 661 184 158 39 41 35 53
internal_value=0 4.39167e-05 -4.6901e-05 2.53077e-05 -0.00076797 0.000186632 6.97185e-05 0.000831197 0.00139063 -0.000164015 -0.000326127 -0.000134965 0.000151142 0.000884228 -0.000317772 -0.000653052 -0.00106437 0.00113706 -0.00141683 -0.000322557 0.00226991 0.00214113 -0.00160942
internal_weight=0 0.0299386 0.0276421 0.0265535 0.00448746 0.0220661 0.0203015 0.00476796 0.0036239 0.0155335 0.014013 0.0129599 0.0108538 0.00423418 0.00661961 0.00547116 0.0042313 0.00229649 0.00334911 0.0026943 0.0023656 0.00226401 0.00210609
internal_count=3121 2936 2689 2430 512 1918 1758 222 179 1536 1471 1421 1321 140 1181 1022 723 247 452 62 105 67 100
is_linear=0
shrinkage=0.0037357


Tree=942
num_leaves=31
num_cat=0
split_feature=39 42 376 2 1213 1425 4 1374 12 38 13 160 43 1 484 48 14 1213 47 43 16 2 159 1374 42 133 403 1 15 43
split_gain=0.00169308 0.00133072 0.00126135 0.00123136 0.0010218 0.00101891 0.00124412 0.00108744 0.00107318 0.00104762 0.00124394 0.00115214 0.00113238 0.00101912 0.00135443 0.00124863 0.00102341 0.00106136 0.000861564 0.00119673 0.000858399 0.0007902 0.000773027 0.000772394 0.000749441 0.00150931 0.00118992 0.00111309 0.00105927 0.000968247
threshold=0.16946000000000003 -0.26584999999999998 0.088055000000000008 0.17025000000000004 -0.082704999999999987 1.0000000180025095e-35 0.50996500000000011 0.093235000000000012 0.11650500000000001 0.12566000000000002 -0.23438999999999996 -0.40698999999999991 0.24789500000000006 0.104035 -0.0068949999999999992 0.12879500000000002 0.062655000000000016 0.04198000000000001 0.096475000000000019 -0.074359999999999996 0.15891500000000003 0.097845000000000015 0.091530000000000014 -0.094929999999999987 -0.0060199999999999993 0.10722500000000001 0.03138500000000001 0.092695000000000013 0.088345000000000021 -0.071629999999999985
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 6 7 8 9 10 21 -12 13 14 -13 18 17 22 20 -20 -15 -6 23 -16 26 27 -25 -26 -28 -29
right_child=-2 2 -4 -5 5 -7 -8 -9 -10 -11 11 12 -14 15 16 -17 -18 -19 19 -21 -22 -23 -24 24 25 -27 28 29 -30 -31
leaf_value=-0.0011720382650336949 0.0011723493260555355 -0.0010574436436444859 0.00083899996590376712 0.0011680845562510439 -8.889060069201578e-05 -0.0011723385825464249 0.00095748401104264909 -0.0010229628226918336 -0.0008298690875063353 -0.001110988559244071 -0.00079931456405141189 -0.0010546892405477334 -0.0011718465592696499 0.00088795150557591837 -0.00064787190283057609 -0.0004310015309989935 -0.0011718170511291904 -0.00097513733987015594 0.00061359141331390288 -0.00062456278269272438 -8.1380363678587147e-05 0.00083330986507832729 -0.00073243347541836082 -0.0010761388652789929 0.00041877249823208036 -0.0011626073466903459 -0.00051167339127842072 0.00051500633646552269 0.00086713534279931844 -0.00062399233708144248
leaf_weight=0.0014373056390226671 0.0015743677796820057 0.0014387819710908181 0.0022058130979694104 0.0011020122365863463 0.0019116719939358253 0.0011113771451149992 0.0016700712052823965 0.0015928296713525461 0.0022926564760572523 0.0011710688829680285 0.002656577750669519 0.0018858878512513213 0.0011231208953059726 0.005942705816924132 0.0018315188751500946 0.0027578010667639328 0.0010531612257409497 0.0014605643705198892 0.0022580386267918584 0.0020400654566401499 0.0015898361951940387 0.0038343317220039808 0.0016578270614395754 0.0016899795506426498 0.017871580991403846 0.0010311982768644859 0.0015978087727805956 0.0015640676539305787 0.0014676225178220648 0.0029713168244995805
leaf_count=18 23 293 64 52 25 78 108 41 102 9 205 364 128 158 43 30 39 206 35 25 41 69 67 223 374 117 53 55 9 67
internal_value=0 -5.55687e-05 -3.35203e-05 -6.07906e-05 -8.02835e-05 -5.96187e-05 -4.11401e-05 -6.66986e-05 -4.27721e-05 -1.33668e-05 7.98643e-06 -4.67304e-05 -8.12947e-06 1.76643e-05 -8.79964e-05 0.000279002 -3.46849e-05 1.44836e-06 0.000444508 2.59101e-05 0.000683362 0.000526498 4.64684e-05 8.94752e-05 0.000137375 0.000223425 -0.000286743 0.000287212 0.000148453 -0.000231199
internal_weight=0 0.0742186 0.0727813 0.0705755 0.0694735 0.0680347 0.0669233 0.0652532 0.0636604 0.0613678 0.0601967 0.0544507 0.0517941 0.050671 0.0360825 0.0145884 0.0341966 0.0331435 0.0118306 0.0042981 0.00753254 0.005746 0.0316829 0.0300251 0.0281936 0.0234382 0.00475541 0.022407 0.00306543 0.00453538
internal_count=3121 3098 3080 3016 2964 2671 2593 2485 2444 2342 2333 2239 2034 1906 1617 289 1253 1214 259 60 199 94 1008 941 898 613 285 496 62 122
is_linear=0
shrinkage=0.00117172


Tree=943
num_leaves=31
num_cat=0
split_feature=39 42 2 14 3 401 9 33 453 156 2 11 15 483 1374 41 1429 1213 150 52 158 156 128 403 43 130 43 15 133 4
split_gain=0.00208809 0.00188916 0.00153286 0.00155167 0.00167886 0.00144347 0.00131093 0.00128132 0.0012838 0.00132723 0.00133565 0.00110056 0.00121113 0.00134205 0.00127596 0.00122694 0.00135158 0.00154296 0.00129356 0.00150649 0.00141626 0.00123742 0.00125793 0.00109277 0.00133473 0.00237357 0.00159068 0.00199186 0.00149774 0.00147603
threshold=0.16946000000000003 -0.26584999999999998 0.17025000000000004 0.076175000000000007 0.30112000000000005 0.10076500000000001 -0.036024999999999995 -0.0066799999999999993 0.10218000000000001 -1.0000000180025095e-35 -0.0091949999999999983 0.089270000000000002 -0.15026499999999995 0.086230000000000015 0.097240000000000007 0.079300000000000009 0.084690000000000015 -1.0000000180025095e-35 -0.22665999999999997 0.41423000000000004 0.084765000000000021 0.10499000000000001 0.11669000000000002 0.37674000000000007 -0.074359999999999996 -0.23647499999999996 -0.016814999999999997 -0.098289999999999975 0.090665000000000009 -0.51843499999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 6 -3 -8 9 -9 -11 12 -12 14 15 16 17 -14 -19 20 21 22 23 24 25 -20 -26 -28 -27 -29
right_child=-2 2 -4 -5 -6 -7 7 8 -10 10 11 -13 13 -15 -16 -17 -18 18 19 -21 -22 -23 -24 -25 26 28 27 29 -30 -31
leaf_value=-0.0011491594275269837 0.0011494380490472836 0.0011489485482683345 0.0011449999577673152 -0.00085066853366111948 0.00076840854211528001 -0.001148851063455637 -0.00090244653262630721 -0.0011488419871356936 -0.0010283920402307876 0.00064974821777889346 0.00049020870274901372 -0.00086577161718259874 -0.0011488448279116858 -0.0010858209590838936 -0.0011064606505665001 -0.00089053113617568473 0.00081508143654297326 0.00095973486913644213 -0.0011491510594642579 -0.0011488778494081343 -0.00092563288846692516 -0.0011488520458349946 -0.0011492708369342799 0.0011495247178413409 -0.0010247036142479716 0.00063647598166417406 -0.0008965693098652867 -0.0011492280203970146 -0.00013646413436574999 0.00018613142486751427
leaf_weight=0.0020283714582660642 0.0019466822278957343 0.0012251192540020375 0.0014459919762330733 0.0030647654968660723 0.0034325729382516093 0.0015515570926325486 0.0022535320678116469 0.0013123867996362995 0.0016457233124924633 0.0041549088613805898 0.0061680555743794932 0.0019744793158764642 0.0015053228645527375 0.0015869014227876113 0.001386056488115627 0.0019432819714211283 0.002807809280145789 0.0019063515178459048 0.0013337389582375172 0.0014729978981371508 0.0019740149099556339 0.0010825546532897681 0.001053436829039355 0.0013223847490735343 0.0021153891956373619 0.01305925917752937 0.0028477349299009793 0.0011485221016300567 0.0044305995918350041 0.02232146655559044
leaf_count=18 23 77 54 97 106 144 27 157 17 63 171 59 348 202 23 47 83 11 9 109 150 78 26 2 149 291 41 12 114 413
internal_value=0 -5.23605e-05 -2.85736e-05 -4.70028e-05 -1.93332e-05 -5.09278e-05 -3.06559e-05 -4.8108e-05 -2.42073e-05 -3.26371e-06 1.61117e-05 -1.97364e-05 3.63805e-06 -4.23236e-05 -1.63323e-05 7.91129e-06 3.68262e-05 -1.12847e-06 2.96854e-05 -3.04973e-06 2.89835e-05 6.61406e-05 9.26413e-05 0.000119572 9.0751e-05 0.000328025 -6.6332e-05 1.07008e-05 0.000440672 0.000120785
internal_weight=0 0.0955553 0.0935269 0.0920809 0.0890162 0.0855836 0.084032 0.0828069 0.0805534 0.0789077 0.0775953 0.0734404 0.0714659 0.0652978 0.0637109 0.0623249 0.0603816 0.0575738 0.0560685 0.0541621 0.0526891 0.0507151 0.0496325 0.0485791 0.0472567 0.0188236 0.0284331 0.0263177 0.0174899 0.02347
internal_count=3121 3098 3080 3026 2929 2823 2679 2602 2575 2558 2401 2338 2279 2108 1906 1883 1836 1753 1405 1394 1285 1135 1057 1031 1029 414 615 466 405 425
is_linear=0
shrinkage=0.00114875


Tree=944
num_leaves=31
num_cat=0
split_feature=39 47 1 2 159 50 51 14 51 51 1210 50 401 159 43 13 4 13 3 376 16 151 2 43 160 12 2 48 14 1
split_gain=0.00196788 0.000992375 0.00100119 0.00104043 0.000961103 0.000926248 0.000869067 0.000858847 0.000824381 0.00117327 0.00084202 0.000670154 0.00114929 0.000716368 0.000874529 0.00147918 0.000936651 0.00122204 0.000824331 0.000751558 0.000679381 0.000662298 0.000912326 0.000996008 0.000828676 0.000723833 0.000780405 0.00062801 0.000613523 0.000703601
threshold=0.16946000000000003 0.14808500000000002 0.104035 0.14753000000000002 0.076905000000000015 0.10124500000000002 -0.076794999999999988 0.062655000000000016 -0.10748999999999999 -0.090529999999999985 -1.0000000180025095e-35 0.098445000000000019 0.083100000000000021 -0.032739999999999991 -0.15582499999999996 0.19762500000000002 -0.51843499999999987 -0.39067499999999994 -0.16186999999999999 0.048375000000000008 0.16703000000000004 0.10365500000000001 0.092875000000000013 -0.085474999999999982 0.10070500000000002 0.090020000000000017 0.088225000000000012 -0.089099999999999999 -0.10708499999999999 0.10612500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 4 27 7 -6 8 -1 -10 -11 12 13 -12 15 -15 -16 -18 -19 21 -17 22 23 -20 25 26 -25 -4 -29 -30
right_child=-2 -3 3 -5 6 -7 -8 -9 9 10 11 -13 -14 14 16 20 17 18 19 -21 -22 -23 -24 24 -26 -27 -28 28 29 -31
leaf_value=-0.0012191269584070198 0.0012194703201979221 -0.0011726406153738068 -0.00096860356333113365 0.00091150595054428191 -0.0001456185064284637 -0.0012191540433670641 0.0011175132435393364 -0.0012191578143639606 0.00071800254798022177 -0.0012191614444445427 -0.0010615918098564206 0.0007145338056321524 -0.001219167793287643 0.0008527480935294283 -0.0012056570597862876 -0.0012191498396580342 0.00063845860792404287 0.00068315907954302378 -0.001163540518290423 0.0006484827741397584 0.00018238191284625381 0.0003328632307890943 -0.00085175416051988604 -0.00024308821457009929 -0.0010397943483679403 -0.0008644848810368291 0.00043656723879715258 -0.00073875105201744997 0.00078744219704916449 -0.0001376309045558667
leaf_weight=0.0013293916128227492 0.0013611388233982771 0.0017288781971274139 0.0014954100506656678 0.0016359554791698363 0.001559914698106013 0.0017142865840171764 0.0016826590397247534 0.0014789082679413914 0.0018025575578315403 0.0013914324260055891 0.0014807310863869097 0.0010335587945728966 0.0018428801789158724 0.0028332642087889317 0.0015253758843129959 0.0010093524861645164 0.0022409956782212239 0.0012042413675601325 0.0017328329575256865 0.00106923255240332 0.0010473287163677014 0.0017088554392472579 0.0061464912505986282 0.0059844767556409793 0.0014831658426430741 0.0014992922029541953 0.0043253100529838662 0.0021996941019253305 0.0013588111190472327 0.012124371628392083
leaf_count=185 23 13 18 95 38 292 104 82 71 234 167 23 145 42 11 37 14 34 156 44 5 41 244 338 51 131 83 35 38 327
internal_value=0 -0.000260577 -0.000237368 -2.39275e-05 -9.88669e-05 -0.000339971 0.000509855 -0.000305849 -0.00027421 -0.000243839 -0.000287667 -0.000253708 -0.000280658 -0.000231649 -0.000195301 0.000281501 -0.000275921 -0.000224152 -0.000301003 -0.000350489 -0.000505444 -0.000397173 -0.000456097 -0.000294241 -0.000180915 -7.3044e-05 4.20506e-05 -0.000213769 -0.000141793 -4.44037e-05
internal_weight=0 0.0696697 0.0679408 0.0220568 0.0204209 0.045884 0.00324257 0.0441697 0.0426908 0.0413614 0.0395588 0.0381674 0.0371338 0.0352909 0.0338102 0.00488995 0.0289203 0.0273949 0.0251539 0.0239497 0.00205668 0.0228804 0.0211716 0.0150251 0.0132922 0.0118091 0.0103098 0.0171783 0.0156829 0.0134832
internal_count=3121 3098 3085 655 560 2430 142 2138 2056 1871 1800 1566 1543 1398 1231 84 1147 1136 1122 1088 42 1044 1003 759 603 552 421 418 400 365
is_linear=0
shrinkage=0.00121906


Tree=945
num_leaves=24
num_cat=0
split_feature=1212 52 52 43 15 11 13 4 1 0 40 0 15 13 159 160 133 42 0 0 48 1 2
split_gain=0.000218474 0.000240976 0.000372431 0.000351155 0.000349513 0.000278703 0.000390938 0.000369078 0.00033086 0.000535732 0.000309277 0.000307816 0.000293585 0.000483276 0.000269243 0.000269224 0.000350308 0.000775313 0.000488927 0.000472142 0.000390418 0.000409728 0.000255006
threshold=-1.0000000180025095e-35 0.19022000000000003 0.13389000000000004 0.24789500000000006 -0.24436499999999997 0.081790000000000015 -0.090639999999999984 0.25615500000000008 0.077845000000000011 -0.046359999999999991 -0.074429999999999982 -0.13455999999999999 0.091915000000000011 -0.063184999999999977 -0.21548999999999999 -0.081069999999999989 1.0000000180025095e-35 0.091295000000000015 -0.10011499999999998 -0.019414999999999998 0.086035000000000014 0.094465000000000007 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 6 8 10 9 -6 -8 -10 13 -12 -3 -15 17 18 20 -20 22 -22 -17
right_child=1 14 -4 -5 5 -7 7 -9 11 -11 12 -13 -14 15 -16 16 -18 -19 19 -21 21 -23 -24
leaf_value=-0.00166618405412409 0.0015515505785282855 0.00012355184686354054 0.0018729315935483866 -0.0020310676058314932 -0.0019311724547165891 -0.0015686192048063544 0.0018763596258301795 -0.0018881872735469431 0.0006736316522986945 0.001486017382880351 -0.0018693519876753579 0.0032231896931790719 -0.00146270666625347 0.0016395227773738305 -0.002255914837522726 8.0136923838745866e-05 -0.0014574485625723085 0.0028830527912392994 -0.0029172045613931157 0.00027452745091428887 -0.0022555890520687002 0.0009242038729997149 0.002308704389623301
leaf_weight=0.0010169989182079444 0.001985209357594271 0.0012378619190691609 0.0014781638216776463 0.0010330293066815868 0.0010244118328777141 0.0014035810502703852 0.0010473503663668273 0.0014724706644688714 0.0012548030418706446 0.0013996630868859895 0.0015057384370490397 0.0011890700408052624 0.0018965526026333288 0.0016422578593349177 0.0012147304394447547 0.0010876633969019167 0.0016217157714707451 0.0013295225194411842 0.0012784455834646781 0.0011218981941816444 0.0010139607047037202 0.0010777643373103274 0.0016913942243839087
leaf_count=224 217 180 47 147 75 126 111 94 66 19 593 72 221 84 168 6 226 17 286 47 27 20 48
internal_value=0 2.51098e-05 0.000117878 2.20662e-05 0.000103505 -1.59831e-05 8.02111e-05 -0.000166547 0.000981827 4.19161e-05 -1.11573e-05 0.00191412 -0.000140646 4.68852e-05 -0.00105496 0.000290075 7.32812e-05 0.000361912 -9.9078e-05 -0.00142542 0.000554549 -0.000617196 0.00143649
internal_weight=0 0.0310073 0.0285547 0.0270765 0.0260435 0.0240583 0.0226547 0.0177867 0.00486795 0.00242407 0.0163143 0.00244387 0.0152669 0.0133704 0.00245259 0.0118646 0.0102224 0.00860065 0.00727113 0.00240034 0.00487078 0.00209173 0.00277906
internal_count=3121 2897 2549 2502 2355 2138 2012 1780 232 94 1686 138 1575 1354 348 761 677 451 434 333 101 47 54
is_linear=0
shrinkage=0.00359063


Tree=946
num_leaves=31
num_cat=0
split_feature=39 42 376 1456 15 1374 1 150 1 151 15 48 457 14 475 1213 33 10 484 48 12 456 3 1213 12 131 160 4 160 8
split_gain=0.00174685 0.00103084 0.00132986 0.000951514 0.0010689 0.000998999 0.000958875 0.000917236 0.00132687 0.00125023 0.00139967 0.00113534 0.00103737 0.000816847 0.00100656 0.00131322 0.000780545 0.00101827 0.000737058 0.000729083 0.0008246 0.000911276 0.000865762 0.00105209 0.000927833 0.00141413 0.000816325 0.000784573 0.000863861 0.00110614
threshold=0.16946000000000003 -0.26584999999999998 0.088055000000000008 0.075120000000000006 -0.24436499999999997 0.093235000000000012 0.111945 0.081835000000000019 0.093575000000000019 -0.0056149999999999993 -0.090644999999999989 0.12879500000000002 -0.098834999999999992 0.076175000000000007 -0.083709999999999993 -1.0000000180025095e-35 -0.0066799999999999993 -1.0000000180025095e-35 -0.0068949999999999992 -0.098424999999999985 -0.015429999999999998 0.090775000000000008 0.14121000000000003 0.04198000000000001 0.092355000000000007 0.10033500000000002 -0.090969999999999981 -0.49013999999999996 0.043720000000000009 -0.057044999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 6 7 -3 12 9 10 -9 -10 -6 14 -14 -16 -17 -18 -19 -20 -21 22 23 24 26 -26 -22 -28 29 -29
right_child=-2 2 -4 -5 5 -7 -8 8 11 -11 -12 -13 13 -15 15 16 17 18 19 20 21 -23 -24 -25 25 -27 27 28 -30 -31
leaf_value=-0.0013463246724346092 0.0013464183825830625 -0.00022422224143970888 0.00083214178173573658 -0.0011694649379164063 0.00090447585017577989 -0.0012713375278707798 0.00094803118533906528 0.00058005623494476993 0.00093339602886363259 -0.0013461363093627489 -0.0007627542186910293 -0.00053136053445821969 0.00052112813416644828 -0.0012234734353218598 -0.0013460608706932305 -0.0013215597407988243 0.00076084996767939838 -0.0011946106610771854 -0.001320561514507922 -0.00079101624331476218 -0.00080541977561857418 -0.0013461335098521497 0.00051562569203005308 -0.001346067053455028 -0.00076234832287649598 0.00071721805256639117 -0.00076867163334026366 -0.00090937311957358031 -0.00045437896686545659 0.00051123728742451854
leaf_weight=0.0016165930385980678 0.0012108391788672171 0.0026594782640358963 0.0019667362231636778 0.0021598835013119091 0.0011499854443641757 0.0018958725634945486 0.0024091753581192421 0.003148103229406729 0.0038750440729131697 0.0016638778605653215 0.0025414289272731594 0.0012737273718812503 0.0022731047134509899 0.0020360755565000934 0.0024946555899112424 0.0014248798259472997 0.0015531421853083307 0.0017876967508279043 0.0012529403405920894 0.0049080278586473005 0.0019937958245073153 0.0012081501337775072 0.0031389431098887135 0.0014502624170011904 0.0073792833534582769 0.0013907898828193765 0.0016567137399263561 0.0010983981919707739 0.002841477135703486 0.010339727744153055
leaf_count=18 23 38 64 237 16 37 169 29 173 51 85 5 138 80 443 18 34 203 20 84 115 25 32 209 367 51 32 3 74 248
internal_value=0 -0.000282942 -0.000260012 -0.000289435 -0.000262605 -0.000308499 0.00033296 -0.000279923 4.7026e-05 -0.000319881 -1.97571e-05 0.000571038 -0.000359482 -0.00038842 -0.00035314 -0.000396419 -0.000341863 -0.000308626 -0.000349694 -0.000310622 -0.000276793 -0.000199131 -0.000154843 -0.000229604 -0.000168961 -0.000527713 6.51316e-06 0.000108094 0.000209816 0.000374817
internal_weight=0 0.076588 0.0749714 0.0730046 0.0708448 0.0657761 0.00506865 0.0638802 0.0125022 0.00735341 0.00568953 0.00514877 0.051378 0.0502281 0.048192 0.0459189 0.0434242 0.0419993 0.0404462 0.0386585 0.0374056 0.0324975 0.0312894 0.0281504 0.0267002 0.00877007 0.0179301 0.0159363 0.0142796 0.0114381
internal_count=3121 3098 3080 3016 2779 2572 207 2535 343 165 114 178 2192 2176 2096 1958 1515 1497 1463 1260 1240 1156 1131 1099 890 418 472 357 325 251
is_linear=0
shrinkage=0.00134594


Tree=947
num_leaves=31
num_cat=0
split_feature=39 156 401 42 1365 4 128 41 11 47 1456 51 123 13 13 1429 43 130 4 3 403 1 156 2 2 12 1 2 0 2
split_gain=0.0012712 0.00103739 0.00103076 0.00103023 0.00088979 0.000986417 0.00154084 0.00130332 0.00108073 0.00100841 0.00096774 0.000838097 0.000800849 0.000962701 0.000928807 0.000783768 0.000735448 0.00133464 0.00132719 0.000991061 0.000870064 0.00133369 0.000945207 0.000842644 0.00102902 0.00125878 0.00102614 0.00115705 0.000763299 0.000727821
threshold=0.16946000000000003 -1.0000000180025095e-35 0.10076500000000001 -0.26584999999999998 1.0000000180025095e-35 0.24564500000000003 0.086435000000000012 0.078475000000000017 0.082245000000000013 0.12431000000000002 -1.0000000180025095e-35 0.11144500000000002 1.0000000180025095e-35 -0.53104499999999988 -0.47860499999999995 -1.0000000180025095e-35 -0.17390999999999998 -1.0000000180025095e-35 -0.49013999999999996 -0.11255999999999998 0.092070000000000013 0.094465000000000007 0.091335000000000013 0.092875000000000013 0.089775000000000008 0.084100000000000022 0.092695000000000013 0.08622500000000001 -0.052984999999999997 0.093680000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 5 6 7 8 10 11 -5 15 13 -12 -15 -7 17 -16 -18 -20 21 23 28 24 25 26 27 -21 -23 -14
right_child=-2 2 -4 4 -6 9 -8 -9 -10 -11 12 -13 29 14 16 -17 18 -19 19 20 -22 22 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0013729752526221192 0.0013733072296711491 -0.0013730954129186745 -0.0013052754874218167 -0.00098981012272658241 -0.0010237913182846836 -0.00049238494780912752 -0.001373059701536488 -0.0013146890780687905 -0.0011972149665758428 -0.00079193859323691375 -0.00096407204302909402 -0.00059278625037760134 -0.00024556152699494024 0.0010477433806183659 -0.00081383934157369566 0.00077053910552122619 -0.0012390624353584821 0.00098375093829915607 0.00069017555761820542 0.00051925470390531633 0.00068957501343583447 0.00066884021891784791 -0.00085616968260977225 -0.0010042070725381825 0.00034791360127139968 -0.0013729081953462883 -0.0013732895556576097 -0.0010784574752272359 -0.00041721295850568387 0.0010789213040556039
leaf_weight=0.0011254540563996321 0.0011767882608495475 0.0010439714535124258 0.0011984602139505354 0.0015946242611142294 0.001555304662883116 0.0010345589408053977 0.0016255174957979781 0.0014096508596139748 0.001324678095450337 0.0012517631620312395 0.0017170467035612083 0.0011654296004195439 0.0010962336524755747 0.0018059590098005165 0.0010131715204764191 0.0088393334399725632 0.0016316657378858566 0.0033603225459728483 0.0037756977230856024 0.0034388008142656398 0.0026235139767338813 0.0061933492511414556 0.0011971790974030228 0.003298471505748247 0.0039942801650605384 0.0022596677170976243 0.001066037966438671 0.0011366744037033527 0.0015187782947663209 0.00272760723129295
leaf_count=163 23 18 164 221 63 5 167 75 75 17 7 16 65 16 34 343 53 46 54 106 99 133 29 298 129 545 6 56 23 72
internal_value=0 -6.60352e-05 -4.37143e-05 -2.03457e-05 1.83994e-06 2.7527e-05 -5.84243e-05 -1.40737e-05 2.51238e-05 0.00037584 6.07506e-05 0.000508256 9.89508e-05 4.1612e-05 8.66823e-05 0.000638213 3.91405e-05 0.000567318 -3.27451e-05 3.17844e-05 -6.12268e-05 -0.000142948 0.000278778 -0.000390236 -0.000219989 -0.000507081 -0.00016028 0.000122339 0.00045496 0.000699213
internal_weight=0 0.0670232 0.0658977 0.0646993 0.0636553 0.0621 0.0498089 0.0481834 0.0467738 0.0122911 0.0454491 0.0110393 0.0438545 0.0400306 0.0383136 0.00987389 0.0365076 0.00437349 0.0321341 0.0305025 0.0267268 0.0241032 0.00890931 0.0151939 0.0118955 0.00790118 0.00564151 0.00457548 0.00771213 0.00382384
internal_count=3121 3098 2935 2771 2753 2690 2309 2142 2067 381 1992 364 1771 1634 1627 348 1611 80 1531 1478 1424 1325 185 1140 842 713 168 162 156 137
is_linear=0
shrinkage=0.00137286


Tree=948
num_leaves=23
num_cat=0
split_feature=1213 475 52 52 47 123 4 15 12 48 3 150 2 4 0 12 12 0 4 16 0 3
split_gain=0.000221151 0.000228537 0.000272038 0.00028959 0.000338906 0.000339585 0.000367142 0.000425783 0.00030528 0.000283654 0.000340384 0.000366584 0.000280866 0.000262297 0.000334588 0.0005917 0.000324105 0.000516513 0.000287396 0.000234172 0.000143853 0.000125424
threshold=-1.0000000180025095e-35 -0.08459499999999999 0.19022000000000003 0.13389000000000004 0.13148500000000005 1.0000000180025095e-35 0.24564500000000003 -0.10324499999999999 0.096210000000000004 0.094680000000000014 0.10542000000000001 0.088985000000000009 0.086675000000000016 -0.35136499999999998 -0.059114999999999994 0.090020000000000017 0.088305000000000008 -0.10096999999999999 0.053180000000000012 0.22339500000000004 -0.14794999999999997 0.11924500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 5 6 7 -3 20 10 11 13 -4 -9 15 16 17 18 -15 -12 21 -8
right_child=1 2 12 -5 -6 -7 8 9 -10 -11 19 -13 -14 14 -16 -17 -18 -19 -20 -21 -22 -23
leaf_value=-0.0014233216356947086 -0.001445557499467456 -0.0018214697083954415 0.00028304620649143237 0.0015610739649387553 -0.0013827091749012094 0.0016190630861647808 0.00062998653157980526 -0.0012164239405297133 0.0022773281011670482 0.0012189936144942498 0.0021087096883169614 -0.0018791748988614169 -0.0019643895639581128 -6.4499032611921119e-05 0.001318911843371937 -0.0018182165028778233 0.0018002644555344871 -0.0016623675238680179 0.0020828755459924397 4.6062424459504193e-05 0.0013205666483800606 -0.00094854868761091332
leaf_weight=0.0011702757981471015 0.0010904535509758109 0.0014497376814168661 0.0010446664606300607 0.001479696020385112 0.00156995278896943 0.0016111951310624475 0.0011312874753741653 0.0019860027148474952 0.0012428816837797285 0.0018438708766810299 0.0010905995372212382 0.0014535449544119681 0.0013457257712121695 0.0018569019201506391 0.0018606399219205563 0.0018477430767187553 0.0012029624271905348 0.0014873894817262201 0.0010219717646009485 0.0012486296519682583 0.00113313789450764 0.0010055849910912684
leaf_count=491 218 140 122 43 37 225 46 90 59 90 39 84 208 70 99 413 103 362 10 23 117 32
internal_value=0 1.68568e-05 7.01659e-05 0.000161562 8.20487e-05 0.000176009 7.43143e-05 -0.000130062 0.000905336 1.503e-05 -0.000132413 -0.000342131 -0.000982199 -0.000143778 8.58365e-05 -0.000223496 0.000305596 -0.000106204 0.000697798 0.00100771 0.000383862 -0.000112852
internal_weight=0 0.0310046 0.0299141 0.0275237 0.026044 0.0244741 0.0228629 0.01835 0.00451289 0.0169003 0.0150564 0.0127172 0.00239039 0.0112636 0.00927761 0.00741697 0.00556923 0.00436626 0.00287887 0.00233923 0.00327001 0.00213687
internal_count=3121 2630 2412 2082 2039 2002 1777 1523 254 1383 1293 1231 330 1147 1057 958 545 442 80 62 195 78
is_linear=0
shrinkage=0.00325215


Tree=949
num_leaves=31
num_cat=0
split_feature=39 42 156 10 401 1456 1425 4 1374 33 10 11 480 1365 4 41 43 4 376 158 14 1429 1213 38 13 156 13 1374 0 48
split_gain=0.00180449 0.00152569 0.00132248 0.00148208 0.00132585 0.00137837 0.00131101 0.00140244 0.00112652 0.00116988 0.00131353 0.00139905 0.00115944 0.00122942 0.00147393 0.00135312 0.00104359 0.00232511 0.0014758 0.00106387 0.000992198 0.0012374 0.00135244 0.000947317 0.00119047 0.0013617 0.00140917 0.00112149 0.00101806 0.00121143
threshold=0.16946000000000003 -0.11466499999999999 -1.0000000180025095e-35 0.058500000000000003 0.10076500000000001 -1.0000000180025095e-35 1.0000000180025095e-35 0.50822500000000004 0.10637000000000001 -0.0066799999999999993 -1.0000000180025095e-35 0.088215000000000002 0.084710000000000021 1.0000000180025095e-35 0.27834500000000006 0.078475000000000017 -0.50775499999999985 -0.51843499999999987 0.087615000000000012 0.094850000000000004 0.077685000000000018 0.084545000000000009 -1.0000000180025095e-35 0.10386000000000002 -0.091054999999999983 0.080810000000000007 -0.086919999999999983 -0.094929999999999987 -0.14001499999999997 0.092065000000000022
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 -4 7 8 9 -7 -11 12 13 14 15 16 -12 -18 19 20 21 22 -19 24 -24 26 -26 -28 -29 -30
right_child=-2 2 3 -5 -6 6 -8 -9 -10 10 11 -13 -14 -15 -16 -17 17 18 -20 -21 -22 -23 23 -25 25 -27 27 28 29 -31
leaf_value=-0.0009351177094943583 0.0014867315296515915 -0.0014861890528914436 -0.0010586943095878417 0.0013714922508242203 -0.0014297666810974201 -0.0013797260046909351 -0.0014867677663430022 0.00126437010957501 -0.0013645217521678311 0.0010616630127057004 0.0010319548171047643 -0.0013522646058971616 -0.0010989668967935626 -0.0010601980987420803 0.0010638457622737278 -0.0012673461962208609 -0.0014864834477868801 -0.0014861477823194451 0.0014490484005144516 -0.0013495015732301193 -0.00092662184848157371 0.0012328772378666631 0.00069466547870780952 -0.00087203338848459522 -0.0014861891162349032 -0.0010993318680725091 -0.0006978273788309082 0.00083645719335504463 -6.0933637688259328e-05 0.00096300814513622238
leaf_weight=0.0044206897274956516 0.0016435270130585869 0.001367839888137822 0.0026912617011287656 0.0016725631818985667 0.0014918799749930036 0.0012545256855673861 0.0012450112277697647 0.0020442519807701834 0.0012822612093543731 0.0028167610477645147 0.0026106980326403564 0.0015890302305763262 0.0018477203894389218 0.0019618085218411343 0.0035475353545422186 0.0016090413696758779 0.0020373886760012136 0.0011453928628846191 0.0018145529594448808 0.0011176488038202584 0.0019191191202025939 0.0022712330817995499 0.0084506357118740993 0.0018972551568481313 0.001113020701094313 0.0020753693745785276 0.0026249622458180957 0.006294120103575526 0.013386548779607248 0.0031524206569777382
leaf_count=169 23 156 234 66 153 21 55 114 27 99 15 47 160 56 97 50 16 281 26 78 22 68 129 19 55 152 18 62 581 72
internal_value=0 -8.57543e-05 -3.78202e-05 -1.20791e-05 -4.28144e-05 -1.47768e-05 2.47327e-05 5.16687e-05 1.51145e-05 4.17021e-05 6.90177e-05 2.42562e-05 6.01869e-05 9.64708e-05 0.000136234 7.47472e-05 0.000116347 6.78608e-05 0.000134866 8.23954e-05 0.000118496 0.000165789 0.000105409 0.000152159 0.000204539 5.99526e-05 0.0001505 0.000222056 0.000327808 0.000134235
internal_weight=0 0.0827525 0.0783319 0.076964 0.0752915 0.0737996 0.0711083 0.0698633 0.0678191 0.0665368 0.0652823 0.0624655 0.0608765 0.0590288 0.0570669 0.0535194 0.0519104 0.0492997 0.0472623 0.0454477 0.0443301 0.042411 0.0401397 0.0389943 0.0370971 0.0286464 0.0265711 0.0254581 0.0228331 0.016539
internal_count=3121 3098 2929 2773 2707 2554 2320 2265 2151 2124 2103 2004 1957 1797 1741 1644 1594 1579 1563 1537 1459 1437 1369 1088 1069 940 788 733 715 653
is_linear=0
shrinkage=0.00148603


Tree=950
num_leaves=23
num_cat=0
split_feature=147 484 51 1 48 11 4 0 43 16 13 1 43 151 43 2 2 15 2 4 52 13
split_gain=0.000217175 0.000294407 0.000275987 0.000642914 0.000450327 0.000298003 0.000372346 0.00034534 0.000348984 0.000385407 0.00044332 0.000327756 0.000321496 0.000318844 0.000444469 0.000320396 0.000303891 0.00033101 0.000261103 0.000227836 0.000112307 0.00010435
threshold=0.089025000000000007 -0.0068949999999999992 -0.40274499999999996 0.13559000000000002 0.12879500000000002 0.088215000000000002 0.27834500000000006 -0.23091999999999999 -0.08287499999999999 0.22339500000000004 0.18141000000000002 1.0000000180025095e-35 -0.091274999999999981 -0.085369999999999988 0.016310000000000002 0.079055000000000014 0.088225000000000012 -0.031204999999999997 0.099185000000000009 -0.0024449999999999997 0.090245000000000006 -0.099939999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 6 7 -4 9 10 11 12 -9 -10 15 19 -17 -18 21 -15 -19 -16
right_child=-2 2 3 -5 -6 -7 -8 8 13 -11 -12 -13 -14 14 18 16 17 20 -20 -21 -22 -23
leaf_value=-0.0016922548143794205 0.0015268103170380824 -0.0021387555377013101 0.0023197121053964392 0.0024646644492083616 -0.0026877990478875072 -0.0022287896873085288 0.0018630470856427781 -0.0017937982687177669 0.0014851209682037695 0.0026308579033873652 -0.0019160433723708051 0.0024869077760478879 0.0012224969547453399 0.0011396380472952761 0.00035118142920133495 -0.0039643686958745518 -4.5528582582922864e-05 -0.0016495843169819534 0.0016601745927125682 -0.0011380699906701846 -0.0034430790592419359 -0.001432450854898906
leaf_weight=0.0019722919611570014 0.0014859606279831175 0.0010405020823192048 0.0010380968546144153 0.0018488741855851023 0.0011406953742616457 0.0010038740537021687 0.0019690793038771295 0.0010843027440914366 0.0012436835211460115 0.0013492739428286882 0.0014033696487825154 0.0013837460632668552 0.001477821977657885 0.0012772455310603448 0.0012035760074269319 0.0010365299803554162 0.0017938168412918671 0.0014620955657243034 0.0017000424588915486 0.0019856240727307399 0.0010703037869825849 0.0011214472773291026
leaf_count=492 124 70 27 154 47 80 122 155 68 55 75 147 109 213 51 342 184 126 96 76 100 208
internal_value=0 -0.000120095 -1.18052e-05 6.83984e-05 -0.000103692 1.61135e-05 0.000111605 -4.78299e-05 -0.000167179 0.000621584 0.000114772 0.000837042 -5.40128e-05 -0.000547444 -0.000747265 -0.00128594 -0.00191839 -0.00142819 0.000407105 -0.000246465 -0.00240759 -0.000509132
internal_weight=0 0.0306063 0.028634 0.0275935 0.0257446 0.0246039 0.0236001 0.021631 0.0205929 0.00669851 0.00534924 0.00394587 0.00256212 0.0138944 0.0126507 0.00862562 0.00536275 0.00432622 0.00402507 0.00326287 0.0025324 0.00232502
internal_count=3121 2997 2505 2435 2281 2234 2154 2032 2005 541 486 411 264 1464 1396 1041 752 410 355 289 226 259
is_linear=0
shrinkage=0.004207


Tree=951
num_leaves=24
num_cat=0
split_feature=133 160 1 0 159 12 52 3 2 3 0 0 43 3 15 51 42 1 52 0 14 48 0
split_gain=0.000200167 0.000293235 0.000272655 0.00026214 0.000306237 0.00032826 0.000256717 0.000282831 0.000323723 0.000368552 0.000333387 0.00039985 0.000444715 0.000297653 0.000442438 0.000256345 0.000247795 0.00032459 0.000243429 0.000276643 0.000172321 0.000239817 0.000516087
threshold=-0.25159999999999993 -0.26568499999999995 0.104035 0.18019500000000002 0.091005000000000016 0.10193000000000001 -0.11592499999999999 -0.12018999999999998 0.10584500000000001 0.090900000000000009 -0.10224499999999999 -0.10011499999999998 -0.0030899999999999994 -0.078934999999999991 0.088345000000000021 0.081440000000000026 0.097315000000000026 0.10708500000000001 -0.24456499999999998 -0.040504999999999992 -0.24758499999999997 0.12879500000000002 -0.13843999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 5 6 -3 -8 9 10 15 -12 13 14 -13 -9 17 -4 -19 20 -20 22 -22
right_child=1 2 16 -5 -6 -7 7 8 -10 -11 11 12 -14 -15 -16 -17 -18 18 19 -21 21 -23 -24
leaf_value=-0.0019687558303386034 -0.0022790268083460676 -0.002211310268768381 0.0027262235008227915 0.0016313722214495053 -0.0026130144199311986 -0.0025325607672009856 0.001740146530969636 -0.0026378659142536824 -0.0025190981398938582 0.0019339792944993146 0.0028103607178693139 -0.0022026905590114797 -0.0026552588472007446 0.0021889510691816302 0.0015627458843947546 9.1848314404618692e-05 0.0023828416348059605 -0.0016062580079009587 -0.0014659551029479194 0.0025732995117751425 0.0028521968117652366 -0.0011586094635039133 -0.00054734370564409952
leaf_weight=0.0010406197098278272 0.0010646661585660402 0.0010104330433979821 0.0010633157891533082 0.0013959578250961604 0.001142958295750173 0.0011350039082415045 0.0018570252866552091 0.0017000394467601146 0.0010350296586505445 0.0018068779511963848 0.0010565969334699324 0.0013024744000793556 0.0011451671360256455 0.0013649175593082336 0.0011904337182619962 0.0011492508741071106 0.0014471828896951431 0.0013800824854115507 0.0011636664903385014 0.0010374503120114086 0.0016789908220733469 0.0013501687503776338 0.0018942986375876086
leaf_count=187 244 254 65 27 191 168 83 86 64 50 19 541 242 130 159 22 112 63 37 101 107 35 134
internal_value=0 2.25528e-05 0.000106164 -0.000227996 -0.000381617 -0.00021972 -4.01445e-05 0.000121073 -0.000134796 9.55027e-05 -0.000277373 0.000314846 -0.000212189 0.000513018 -0.000404589 -0.00153685 0.000661082 0.000400661 0.000109902 0.000442335 7.91472e-05 0.000444334 0.00105001
internal_weight=0 0.030372 0.0293073 0.0182922 0.0168962 0.0157532 0.0146182 0.0136078 0.0117508 0.0107158 0.00890888 0.00605959 0.00500299 0.00385783 0.00249291 0.00284929 0.0110152 0.00956797 0.00850466 0.00712458 0.00608712 0.00492346 0.00357329
internal_count=3121 2934 2690 2036 2009 1818 1650 1396 1313 1249 1199 1091 1072 830 700 108 654 542 477 414 313 276 241
is_linear=0
shrinkage=0.0044645


Tree=952
num_leaves=23
num_cat=0
split_feature=41 2 124 159 50 1429 475 403 403 42 15 4 16 48 43 16 4 2 133 0 43 3
split_gain=0.000208484 0.000285109 0.000243732 0.000268905 0.000315962 0.000271403 0.000283579 0.000265896 0.000294761 0.000370466 0.000449498 0.000699042 0.000523696 0.000456906 0.000499609 0.000529578 0.000473588 0.000319793 0.000308275 0.000130195 0.000107476 7.72219e-05
threshold=0.079885000000000025 -0.0091949999999999983 0.11040000000000001 -0.032739999999999991 0.10114000000000002 0.084545000000000009 -1.0000000180025095e-35 -1.0000000180025095e-35 0.096440000000000012 0.09832500000000001 -0.10653 0.033845000000000007 -0.44310499999999992 0.093265000000000015 -0.14968999999999996 0.15891500000000003 -0.080924999999999983 0.089885000000000007 0.085265000000000021 -0.15931499999999996 -1.0000000180025095e-35 -0.084074999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 5 6 -5 -8 9 10 12 13 -9 14 -12 16 21 -18 19 -13 -14 -16
right_child=-2 2 -4 4 -6 -7 7 8 -10 -11 11 18 20 -15 15 -17 17 -19 -20 -21 -22 -23
leaf_value=0.0013921689766859915 -0.0012403021348262641 -0.0015192759578443208 0.0015972819470085622 -0.001735517631521973 0.0018194289127400345 0.0015642835997173499 -0.001776986160612407 -0.00084702445500482878 -0.0017622597225134746 0.0016834991868502746 0.0017403803867573505 -0.0012033323710080935 0.0014054214491298063 0.0017924272659604571 0.00052441523767839994 -0.0023414392259481173 -0.0026023696580424038 9.8593228455459773e-05 3.4007642286892537e-05 -0.0027832611723317643 0.0030418426047301829 0.0018883201065553552
leaf_weight=0.0018808514338108919 0.001737254971967416 0.0016659681713715449 0.0011061308357138691 0.0014634251786307386 0.0011375802554014483 0.0011729143928747012 0.0011503647942140418 0.001094847866518478 0.0011515759899176628 0.0017463218888492662 0.0013931804031290761 0.0010549182808432533 0.0010348765125538506 0.0018473468501660761 0.0010406178355029105 0.0017056153624990245 0.001033277380352771 0.0012474988747985805 0.0010824795060220271 0.0018547708699721008 0.0010349082153471188 0.001101928979458924
leaf_count=159 133 405 23 207 190 137 604 62 186 110 46 41 80 68 70 108 154 88 75 83 59 33
internal_value=0 4.02848e-05 -5.34704e-05 -0.00012366 -2.81695e-05 -0.000118722 -0.000208295 -9.9667e-05 -3.30445e-07 0.00011071 -5.54859e-05 -0.000343676 0.0011613 0.000192416 -0.000200528 -0.000641719 1.36856e-05 -0.00112504 -0.00160187 -0.00221045 0.00222364 0.00122588
internal_weight=0 0.0290014 0.0271205 0.0260144 0.0243484 0.0232109 0.022038 0.0205745 0.0194242 0.0182726 0.0165263 0.0133616 0.00316463 0.00936947 0.00752212 0.00612894 0.00442332 0.00228078 0.00399217 0.00290969 0.00206978 0.00214255
internal_count=3121 2988 2829 2806 2401 2211 2074 1867 1263 1077 967 766 201 567 499 453 345 242 199 124 139 103
is_linear=0
shrinkage=0.00359063


Tree=953
num_leaves=31
num_cat=0
split_feature=39 42 156 401 151 4 41 51 1374 156 38 133 49 15 14 3 43 4 133 1429 15 12 16 52 49 1374 2 3 151 2
split_gain=0.00146936 0.00113922 0.000971992 0.000909317 0.000791502 0.00103876 0.000963837 0.000855863 0.000765142 0.000779229 0.000813675 0.000749963 0.000797234 0.000543796 0.000572071 0.000859904 0.000621713 0.0013041 0.000919879 0.000764793 0.000590375 0.000953638 0.00110461 0.00080131 0.000661263 0.000626157 0.000570947 0.00051908 0.000513554 0.000676436
threshold=0.16946000000000003 -0.26584999999999998 -1.0000000180025095e-35 0.10076500000000001 -0.5145249999999999 0.27834500000000006 0.078475000000000017 0.11144500000000002 0.093235000000000012 0.10499000000000001 0.091770000000000004 0.18829500000000002 0.10542000000000001 -0.14147499999999996 0.078320000000000015 0.30112000000000005 -0.50775499999999985 -0.51843499999999987 0.098785000000000012 0.084690000000000015 0.091915000000000011 0.10345000000000001 0.26799500000000004 0.10898500000000001 -1.0000000180025095e-35 -0.094929999999999987 0.099185000000000009 0.11924500000000002 0.061780000000000009 0.089885000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 -4 6 8 27 9 10 11 12 13 -6 15 16 -15 -18 19 20 21 22 23 25 -22 -19 -20 -7 29 -27
right_child=-2 2 3 -5 5 7 -8 -9 -10 -11 -12 -13 -14 14 -16 -17 17 18 26 -21 24 -23 -24 -25 -26 28 -28 -29 -30 -31
leaf_value=-0.0013731878584597036 0.0013734757096441816 -0.0013729607556938854 -0.0011931653677582229 -0.0013004759700772615 -0.0008050095365994311 0.0010151101998079595 -0.0011303954156505727 -0.00061007557177420932 -0.0011241470531607458 -0.0011114271350678047 -0.0008835152501846115 -0.0008120198971113059 0.00080651319430916503 0.00086318335797219801 -0.00080150172991461468 0.0013729413516296643 -0.0011926372878126035 -0.00064460263256095704 3.3505021593780595e-05 0.00088138310331585621 -0.00011925692624998601 0.0010754556525933866 -0.0013730434241423692 -0.00082866318477008475 -0.0013729842105124185 3.0653215325674838e-05 0.001269763269117527 0.00016306701653386515 -0.00063927883867602973 0.00061397176286194337
leaf_weight=0.0012247408406089724 0.0013734231707900326 0.0010060904202453527 0.0010095107204080014 0.0010136483747738003 0.0012880015040428452 0.003968111483336755 0.0014773940342323036 0.0010640654354538981 0.0011218986854473192 0.0011123510457227139 0.0016860432479859347 0.0016735324384775643 0.0030033434406311335 0.0018918376042620358 0.001273584974502028 0.0010269024692917119 0.0015091427313329428 0.0017410866197025135 0.0010954948699581904 0.0018814063977465869 0.0023221667415782576 0.001608352778321275 0.0010809231878283745 0.0017738284958292985 0.0012040187006903116 0.0084279975331607165 0.0019706921635860297 0.0020406322257802145 0.0012102984648123529 0.0067459424375080354
leaf_count=18 23 163 50 164 101 212 87 16 36 131 36 273 125 22 41 45 34 29 73 81 22 43 48 115 203 622 27 82 40 159
internal_value=0 -6.28338e-05 -3.52726e-05 -1.17531e-05 1.14874e-05 3.35187e-05 -3.86789e-05 0.00052478 -4.10363e-06 2.34971e-05 5.19209e-05 8.88327e-05 0.000125554 7.18075e-05 0.000102526 0.000134968 9.80801e-05 5.36407e-05 0.000114191 3.60049e-05 -2.48997e-05 5.66568e-05 -2.14453e-05 5.19736e-05 -0.000547343 0.000138157 0.00082807 0.000725747 0.000221337 0.000289982
internal_weight=0 0.059453 0.0582283 0.0572222 0.0562086 0.055199 0.0481262 0.00707281 0.0466488 0.0455269 0.0444146 0.0427286 0.041055 0.0380517 0.0367637 0.0354901 0.0344632 0.0325714 0.0310622 0.027996 0.0261146 0.0225884 0.0209801 0.0198992 0.00352619 0.0181253 0.00306619 0.00600874 0.0163842 0.0151739
internal_count=3121 3098 3080 2917 2753 2703 2393 310 2306 2270 2139 2103 1830 1705 1604 1563 1518 1496 1462 1362 1281 1056 1013 965 225 850 100 294 821 781
is_linear=0
shrinkage=0.00137286


Tree=954
num_leaves=31
num_cat=0
split_feature=39 42 156 10 33 1456 151 401 4 11 41 156 38 1374 49 42 133 43 52 13 3 3 3 48 3 133 2 49 15 0
split_gain=0.00182071 0.00165497 0.00103467 0.0010373 0.00104602 0.00105478 0.00106901 0.00108389 0.000971982 0.00145745 0.00103581 0.000898977 0.000905062 0.000904558 0.000816281 0.000875025 0.000705652 0.000807245 0.000762875 0.000726609 0.000746659 0.00112072 0.000700651 0.000689357 0.000819212 0.00071112 0.00061236 0.00055446 0.000511455 0.000712466
threshold=0.16946000000000003 -0.11466499999999999 -1.0000000180025095e-35 0.058500000000000003 -0.0066799999999999993 -1.0000000180025095e-35 -0.5145249999999999 0.10076500000000001 0.27834500000000006 0.081790000000000015 0.078475000000000017 0.10499000000000001 1.0000000180025095e-35 0.093235000000000012 0.10542000000000001 -0.106335 0.10722500000000001 -0.27207999999999993 1.0000000180025095e-35 0.14871000000000004 -0.11255999999999998 -0.084074999999999997 0.11296500000000002 -0.075224999999999986 0.30112000000000005 0.092845000000000011 -0.0091949999999999983 -0.078869999999999982 -0.095869999999999983 -0.033209999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 -4 -6 -7 8 9 10 11 12 13 14 15 -8 17 -17 -18 20 -19 27 -10 -23 25 26 -25 -22 -28 -30
right_child=-2 2 3 -5 5 6 7 -9 22 -11 -12 -13 -14 -15 -16 16 18 19 -20 -21 21 23 -24 24 -26 -27 28 -29 29 -31
leaf_value=-0.00090000443007460498 0.0012943485085775905 -0.0012937570156555667 -0.0012260416543300586 0.001208401740328558 -0.00090807197159645714 -0.0011544813734526769 0.0011703385509260176 -0.0012300635473905493 0.00096197257923737829 -0.0012937737311843076 -0.0010457498590020254 -0.0010739236175305079 -0.00077135252527432631 -0.0010090121121202353 0.00080496505101223246 0.0008632409268796307 5.5170958286772372e-05 0.00081689776575214769 -0.0012939026312919209 -0.00066011979813366975 -0.00011865268249904026 -0.00060608579133921922 0.00012422717407061415 0.00093139577797598269 0.001293760806586941 0.0009321885826768984 -0.00032492426781750009 -0.0012937617577920113 0.00026040773482599361 -0.0006535233729127528
leaf_weight=0.0036992558975224013 0.0017065581982791391 0.001034201906698228 0.0011657592599192404 0.0011875809938004514 0.0020204958231153638 0.0012228194076158152 0.0013340875025278356 0.0010571639054779416 0.003440896521128777 0.0013540496347772537 0.0013610898136562346 0.001069066521112382 0.00180753245893328 0.0010763588918862857 0.0033503527981455497 0.002500064379887589 0.0016704533998446172 0.00257144955196507 0.0012094023131421494 0.0019745132511985721 0.0013443374590629276 0.0017790584828176739 0.0032479538439353917 0.0014091156111035617 0.0011502751306551309 0.0019060897856775219 0.0046820840743428882 0.0013436444802010601 0.013565926359097681 0.0015954317141578427
leaf_count=169 23 156 21 66 235 48 13 152 167 85 49 85 36 30 107 19 160 41 152 17 38 38 87 32 46 28 110 360 511 40
internal_value=0 -5.85276e-05 -1.02151e-05 1.07235e-05 -1.21403e-05 1.10418e-05 4.25051e-05 6.78284e-05 9.2009e-05 3.01143e-05 6.69233e-05 9.89147e-05 0.000126013 0.000162493 0.000191557 0.000140225 0.000104716 0.000154246 -0.000511376 0.000101051 0.000148996 8.93117e-05 0.000555182 0.000171263 0.000228153 0.000175225 0.000107335 -0.000706056 4.8817e-05 0.000164235
internal_weight=0 0.0681305 0.0644313 0.0633971 0.0622095 0.0610437 0.0590232 0.0578004 0.0567432 0.0500544 0.0487003 0.0473392 0.0462702 0.0444626 0.0433863 0.0400359 0.0387018 0.035822 0.00287986 0.0333219 0.0313474 0.028776 0.00668885 0.026088 0.0243089 0.0231586 0.0212526 0.00268798 0.0198434 0.0151614
internal_count=3121 3098 2929 2773 2707 2686 2451 2403 2251 1997 1912 1863 1778 1742 1712 1605 1592 1280 312 1261 1244 1203 254 805 767 721 693 398 661 551
is_linear=0
shrinkage=0.00129368


Tree=955
num_leaves=25
num_cat=0
split_feature=401 11 16 52 52 47 123 4 3 15 15 47 15 15 2 15 2 4 16 42 484 52 2 1
split_gain=0.000205124 0.000195184 0.00026579 0.000219938 0.000382938 0.000301972 0.000408907 0.000281921 0.000443165 0.000375621 0.000234978 0.000234392 0.000221935 0.000498778 0.000423819 0.000310045 0.000427389 0.000715744 0.000364976 0.000437258 0.000299885 0.000423446 0.000210989 0.000196941
threshold=0.085410000000000014 0.081790000000000015 -0.25582999999999995 0.19022000000000003 0.13389000000000004 0.13148500000000005 1.0000000180025095e-35 0.24564500000000003 -0.011549999999999998 -0.10324499999999999 -0.03241999999999999 0.09550500000000002 -0.0072999999999999992 -0.07490999999999999 0.090675000000000019 0.088655000000000025 0.11093500000000002 -0.49405499999999997 -0.25582999999999995 0.088200000000000014 0.084040000000000017 0.083680000000000018 0.11215000000000001 0.079415000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 4 5 6 7 9 -9 -1 -5 12 13 14 -11 16 17 -14 -17 -20 21 23 -10 -19
right_child=-2 2 -4 10 -6 -7 -8 8 22 11 -12 -13 15 -15 -16 18 -18 20 19 -21 -22 -23 -24 -25
leaf_value=-0.001883980594986839 -0.0014425726498686114 0.00038232997671441203 -0.0020231952769452491 9.398276337039448e-05 0.0020696305216517394 -0.0014141986676797108 0.0019540080775579589 0.0027766770702592836 0.0011564941338857253 -0.0011005362493092812 -0.0022136664677760835 0.0014981285937569783 -0.0023916605775050879 -0.0025703204707230231 0.0015129794450333787 0.0010344343733203378 0.0025996193381548922 -0.001640916370431443 -0.0027866900615396532 0.00028037933063395314 0.0024854780259197721 0.0019212418050121587 -0.0010900094750225056 0.00035989395759220894
leaf_weight=0.0013486952867687229 0.001223714894069138 0.0010234772369415168 0.0012823667320924761 0.0012029990987874051 0.0012938884786093388 0.0015213595465013432 0.0015448426229065495 0.001158115483264055 0.0010595764723220205 0.001785687338188291 0.0010024435600017858 0.0012752472310362242 0.0010499432125960981 0.0012974468072089939 0.0013503598180859555 0.0010714752928109306 0.0011391010431225368 0.00108000048115422 0.0013178184856712516 0.0010232892543631245 0.0010432726578981644 0.0013800747276225822 0.0010137134858219099 0.0013997484469565613
leaf_count=135 270 38 132 156 42 36 222 80 59 168 177 87 57 309 162 30 24 109 199 203 31 253 60 82
internal_value=0 2.81019e-05 -0.000955473 0.000110998 0.000204456 0.00010331 0.00020666 7.68423e-05 0.00103241 -9.89812e-05 -0.000954917 4.95016e-05 -7.4165e-05 -0.000734635 2.48252e-05 0.000204585 0.000624097 0.000246085 -0.000667258 -0.00144609 0.000810928 0.000358314 5.80896e-05 -0.000511515
internal_weight=0 0.0296649 0.00230584 0.0273591 0.0251537 0.0238598 0.0223384 0.0207936 0.00323141 0.0175622 0.00220544 0.0162135 0.0149382 0.00443349 0.00313605 0.0105047 0.00709214 0.00595304 0.00341258 0.00234111 0.0049031 0.00385982 0.00207329 0.00247975
internal_count=3121 2851 170 2681 2348 2306 2270 2048 199 1849 333 1714 1627 639 330 988 556 532 432 402 475 444 119 191
is_linear=0
shrinkage=0.00352023


Tree=956
num_leaves=31
num_cat=0
split_feature=39 42 9 156 15 1348 42 33 1374 42 1366 1456 42 156 43 38 1 43 47 43 49 1 16 15 12 2 4 14 42 160
split_gain=0.001768 0.00158921 0.00131397 0.00108291 0.00124746 0.00115231 0.00115597 0.00100084 0.00105438 0.000978223 0.00105691 0.00105499 0.00105055 0.00126946 0.00110392 0.00103555 0.000940171 0.000981001 0.000949971 0.000904202 0.00128382 0.000864212 0.00082647 0.00081619 0.000798034 0.000917465 0.00080788 0.000794799 0.000786815 0.00105502
threshold=0.16946000000000003 -0.11466499999999999 -0.036024999999999995 -1.0000000180025095e-35 -0.24436499999999997 0.090205000000000021 -0.106335 -0.0066799999999999993 0.093235000000000012 -1.0000000180025095e-35 -1.0000000180025095e-35 -1.0000000180025095e-35 0.092145000000000019 0.091255000000000017 -0.12152999999999999 1.0000000180025095e-35 0.099660000000000012 0.13895500000000002 0.09550500000000002 -0.50216499999999986 -0.0036199999999999995 0.12456000000000002 0.15891500000000003 0.088345000000000021 0.099400000000000002 0.089775000000000008 0.15285000000000001 -0.46885499999999997 0.086325000000000013 0.083670000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 27 6 -6 -8 9 23 -11 -12 13 14 -13 16 17 18 24 -14 -21 -22 -18 -9 25 28 -27 -5 29 -16
right_child=-2 2 3 4 5 -7 7 8 -10 10 11 12 19 -15 15 -17 22 -19 -20 20 21 -23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=-0.0010223320354234918 0.0014576438841068815 0.001457256678842053 -0.0014569649910015589 -0.00026962587641197864 0.0011468314644804622 0.0012781149730538843 -0.0012816841444000331 -0.00089501633839519728 -0.0012656180169010301 -0.0012420227785380491 -0.0010506237726388662 0.0011780482587200316 0.0007939649078313538 -0.00088408921096103067 7.1432518054933549e-05 -0.0011567917242421594 0.00083257653516307056 0.00091701698872941864 0.0010026224155433457 0.00054549315085768017 -0.0010571305358357561 0.00022274172615792802 -0.00050971886042194348 0.00036449141557464261 -0.0013953669804541212 0.00045173691231667294 -0.00075258743380287566 0.00096826599500283094 -0.0014383746618422772 -0.0014356322869085419
leaf_weight=0.003496323416364965 0.0016578437521133074 0.0012619750365807638 0.0011306336010719056 0.0015019976688961378 0.001519508684708625 0.0013004443533475287 0.0015863584654880461 0.0049136373402149927 0.0016248103405871453 0.0014272883795989335 0.0018440980564173861 0.0025617666317998547 0.0013002414084439815 0.0021976886941281739 0.0052244180554055211 0.0011777397479590937 0.007225581802117631 0.0026036256314938546 0.0017061179969743981 0.0019262930276227061 0.0055452222367389217 0.0014031570835868479 0.0011252305623656866 0.0014041186276489981 0.0010068012809796292 0.0074591581659380068 0.0014049462178888916 0.0041225108063613894 0.0013443525624410313 0.0012152861589385111
leaf_count=169 23 88 156 30 19 37 23 470 38 49 213 38 12 145 209 11 152 18 43 37 394 14 19 157 14 140 19 164 183 37
internal_value=0 -6.37317e-05 -1.58964e-05 -4.29168e-05 -1.92916e-05 -7.88459e-05 -0.000107895 -0.000140085 -0.000108667 -7.51089e-05 -6.46614e-06 3.00665e-05 7.29914e-05 0.000189094 0.00025835 0.000183539 0.00023561 7.74125e-05 -3.54952e-05 -0.000340677 -0.000506915 -0.000798673 0.000651709 -0.000615091 -0.000135816 -5.96439e-05 0.000260853 0.000637693 -0.000424611 -0.000212977
internal_weight=0 0.0735613 0.070065 0.068803 0.0676724 0.0620479 0.0607474 0.0592279 0.0576416 0.0560168 0.049699 0.0482717 0.0464276 0.0362527 0.034055 0.0314933 0.0303155 0.0219647 0.0193611 0.0101749 0.00887467 0.00694838 0.00835081 0.00631776 0.017655 0.0166482 0.0088641 0.00562451 0.00778406 0.0064397
internal_count=3121 3098 2929 2841 2685 2491 2454 2435 2412 2374 1747 1698 1485 1028 883 845 834 663 645 457 445 408 171 627 602 588 159 194 429 246
is_linear=0
shrinkage=0.00145689


Tree=957
num_leaves=31
num_cat=0
split_feature=39 42 156 1213 1365 14 123 2 13 13 1213 12 3 0 403 3 131 3 150 48 47 48 14 151 1 11 1 16 4 0
split_gain=0.00139728 0.00102513 0.00103881 0.000918913 0.000843328 0.000779759 0.00093658 0.000764867 0.000591629 0.00165597 0.000767284 0.000633369 0.000683276 0.000793266 0.000768593 0.00110906 0.00079311 0.000719258 0.00108238 0.000884702 0.000831073 0.00095369 0.000827849 0.000799039 0.000784898 0.000621296 0.0013244 0.00117077 0.00061182 0.000579575
threshold=0.16946000000000003 -0.26584999999999998 -1.0000000180025095e-35 -0.082704999999999987 1.0000000180025095e-35 0.076175000000000007 1.0000000180025095e-35 0.092120000000000021 -0.53104499999999988 -0.39067499999999994 0.039620000000000009 0.11650500000000001 -0.10023499999999998 -0.053834999999999994 0.092070000000000013 -0.08824499999999999 0.10033500000000002 0.090900000000000009 0.092010000000000022 0.12649500000000002 0.09585500000000001 0.092680000000000026 -0.10708499999999999 -0.033849999999999991 0.090540000000000023 0.081790000000000015 0.077845000000000011 0.23311500000000004 0.24564500000000003 -0.083914999999999976
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 5 6 8 -8 -5 -10 11 12 25 14 15 -14 17 18 20 22 21 23 -19 -17 -24 26 27 -11 -27 -25
right_child=-2 2 3 4 -6 -7 7 -9 9 10 -12 -13 13 -15 -16 16 -18 19 -20 -21 -22 -23 24 29 -26 28 -28 -29 -30 -31
leaf_value=-0.001319822648061115 0.0013201897247714571 -0.0013196484137165763 -0.001124336214702453 -0.00076448616940691112 -0.00098808701476946832 -0.00079022735820583306 -0.00029003147283715978 0.00099061325152151607 0.00095912462950776677 -0.00019455832401574479 -0.00093069075118404744 -0.00068829682982842876 -0.0013196115750186096 -0.00068471509482031449 0.00078214320243679119 -0.0011259001422245813 0.00098931876672644263 -0.00044562146703755012 -0.0012618286173946981 -0.00049732942780329964 -0.00099908439966131329 0.0012145676684626374 6.8419396641498763e-05 0.00020362896600194954 0.001171753584294284 -0.0010230211365884403 0.0011916382179383649 0.0012272423552120756 0.00019541961686101513 -0.00072018293201886387
leaf_weight=0.0010893819687005637 0.0013215224724092414 0.0010654101997600298 0.0012500430246906715 0.0016092201017272592 0.0014120352485704748 0.0018842958463558537 0.0010885448589892368 0.0031969606529678174 0.0032469746413745773 0.004502750713598392 0.0015436223842248955 0.0021171003573794414 0.0011406234008153214 0.0031397960994148577 0.0021032447817299618 0.0011578637101745679 0.0013640479747039072 0.001240034081831709 0.0015738310277058085 0.0019950672515278711 0.0015540479288276296 0.0010713938539570486 0.0017822897609676147 0.0068584967762506015 0.0030334432713630122 0.0010167497408346557 0.0031050067778011226 0.0012994524943223951 0.0024386963357301283 0.001428831378684779
leaf_count=18 23 163 294 14 63 91 96 151 97 95 267 87 168 139 57 101 83 14 97 25 93 44 23 257 57 69 75 8 42 310
internal_value=0 -5.12014e-05 -2.8252e-05 -4.99308e-06 1.91713e-05 4.43479e-05 7.31456e-05 0.000665322 2.27155e-05 4.87203e-05 -1.62961e-05 1.58394e-05 5.14979e-05 -5.7815e-05 1.70176e-05 -4.94803e-05 1.33463e-05 -4.80159e-05 -0.000232572 0.000264768 -9.83722e-05 3.47271e-05 0.00051584 -9.91055e-05 0.000763413 0.000311839 0.000496086 0.000123866 -0.000163101 4.43531e-05
internal_weight=0 0.0613093 0.0602199 0.0591545 0.0579044 0.0564924 0.0546081 0.00428551 0.0503226 0.0487134 0.0454664 0.0439228 0.0418057 0.029443 0.0263032 0.0242 0.0230593 0.0216953 0.0136445 0.00805083 0.0120706 0.0105166 0.00605577 0.00944519 0.00481573 0.0123627 0.00890721 0.0058022 0.00345545 0.00828733
internal_count=3121 3098 3080 2917 2623 2560 2469 247 2222 2208 2111 1844 1757 1468 1329 1272 1104 1021 902 119 805 712 94 668 80 289 178 103 111 567
is_linear=0
shrinkage=0.00131955


Tree=958
num_leaves=31
num_cat=0
split_feature=39 9 2 123 1447 47 160 0 0 16 133 4 151 4 11 13 13 12 0 4 3 0 0 12 50 0 13 393 1 42
split_gain=0.00128952 0.0011418 0.00109667 0.00141718 0.00134479 0.000929266 0.00102085 0.000943227 0.0012127 0.00096466 0.000923289 0.000987605 0.000885563 0.00109171 0.00131833 0.000954184 0.00175231 0.00121819 0.00129851 0.00100192 0.00116548 0.000844366 0.000821232 0.000966544 0.000897015 0.0007533 0.00122101 0.000600261 0.000992776 0.00161622
threshold=0.16946000000000003 -0.036024999999999995 0.088225000000000012 0.087590000000000015 -1.0000000180025095e-35 0.13910500000000003 0.083670000000000008 -0.10607499999999999 -0.060129999999999996 -0.056919999999999991 -1.0000000180025095e-35 -0.019614999999999997 -0.5145249999999999 0.27834500000000006 0.081790000000000015 -0.53104499999999988 -0.43167499999999998 0.092355000000000007 0.10455500000000001 -0.46376499999999993 -0.10023499999999998 -0.050684999999999994 -0.10224499999999999 0.084100000000000022 0.088280000000000011 -0.053834999999999994 -0.0021749999999999994 0.085435000000000011 0.085110000000000005 0.088200000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 5 4 -4 6 7 10 9 22 -3 -12 -6 14 15 -14 -17 19 -19 -18 -21 27 -9 -24 -25 -10 -27 28 29 -22
right_child=-2 2 3 -5 12 -7 -8 8 25 -11 11 -13 13 -15 -16 16 17 18 -20 20 21 -23 23 24 -26 26 -28 -29 -30 -31
leaf_value=0.0013731040086337469 0.0013734118356034939 -0.00067099865617436291 -0.0013729747513405153 0.0010666014448164965 -0.0012017625377480463 -0.0013731987345082003 -0.0012227532838225603 -0.0013732816511916855 0.0010657835884041482 -0.0012501949760827767 -0.00043935511465398064 0.0009906865598432262 -0.0009646248248379438 0.00066507534319094311 -0.0013730193876617853 0.0012170887470199991 -0.00075135894008737821 -0.0011950076479771709 0.000355348762668721 0.00094898637065321089 -0.0012457414541054469 -0.00083424411316104059 0.00070159298748894761 -0.0013729649138948675 -4.4008721140229909e-06 -0.00096699613090018991 0.00055378856312200881 0.0011761713413763267 0.000369230022630519 0.00032666029567718482
leaf_weight=0.0010753356612518408 0.0012556385010071827 0.0013627225421615208 0.0012716595739381545 0.002576043042502362 0.0010188691991572787 0.0013923270369673437 0.0017632866457812915 0.0011624783482773165 0.0014143168700684328 0.0030124704366949473 0.0012369108269041362 0.0034460524448292019 0.0016375283639717955 0.005434219801081496 0.0012657557102784258 0.0024788881979134194 0.002159279104393611 0.002873466387186773 0.0015770146446527633 0.0035387417975698441 0.0022548591318596227 0.0017006107341331058 0.001875458178584033 0.0014099849409308085 0.0025087013457580909 0.0017403639367969959 0.0023234316732043741 0.0010713011118355089 0.0096029947571736329 0.0027161259447012753
leaf_count=89 23 37 115 115 26 11 119 11 10 407 37 52 8 157 94 18 52 424 17 48 211 23 51 345 240 52 55 23 145 106
internal_value=0 -3.0468e-05 -5.27208e-05 7.91758e-05 1.65264e-05 -0.000283767 -0.000218544 -0.000136158 -0.00031608 -0.000601226 0.000323558 0.00061297 6.14536e-05 9.50486e-05 8.27988e-07 5.58394e-05 0.00011159 1.19189e-05 -0.000645643 0.000138914 0.00023096 8.44755e-05 -0.000320199 -0.000108919 -0.000496825 0.000202829 -9.75037e-05 0.000184338 0.000111431 -0.000386588
internal_weight=0 0.0689012 0.0678259 0.0431774 0.0406013 0.0246485 0.0232562 0.0214929 0.0154472 0.00996909 0.00604569 0.00468296 0.0393297 0.0383108 0.0328766 0.0316108 0.0299733 0.0274944 0.00445048 0.0230439 0.0208846 0.0173459 0.00695662 0.00579414 0.00391869 0.00547811 0.0040638 0.0156453 0.014574 0.00497099
internal_count=3121 3098 3009 1582 1467 1427 1416 1297 1171 1054 126 89 1352 1326 1169 1075 1067 1049 441 608 556 508 647 636 585 117 107 485 462 317
is_linear=0
shrinkage=0.00137286


Tree=959
num_leaves=31
num_cat=0
split_feature=39 9 42 2 376 38 3 156 401 453 1348 1455 150 1456 1374 11 4 3 41 156 48 158 3 160 160 403 13 33 150 42
split_gain=0.00204162 0.00156954 0.00135607 0.0014102 0.00143433 0.00114898 0.00154555 0.00110349 0.00112156 0.00111542 0.00119493 0.00118515 0.00105657 0.000991893 0.00102444 0.00101292 0.00147797 0.00145031 0.00107469 0.00111925 0.0010576 0.00106943 0.00109537 0.00144305 0.00135195 0.00137606 0.00099408 0.00102262 0.00110617 0.000980452
threshold=0.16946000000000003 -0.036024999999999995 -0.26584999999999998 0.17025000000000004 0.088055000000000008 0.12566000000000002 0.31299000000000005 -1.0000000180025095e-35 0.10076500000000001 0.091330000000000008 0.090205000000000021 0.086165000000000005 -0.22665999999999997 -1.0000000180025095e-35 0.093235000000000012 0.089270000000000002 0.27834500000000006 0.11296500000000002 0.078475000000000017 0.10499000000000001 0.092475000000000016 0.085900000000000018 0.10542000000000001 -0.091944999999999985 0.10648000000000001 -0.092474999999999988 -0.13710499999999998 -0.0066799999999999993 0.086615000000000011 -0.11466499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 6 7 -4 9 10 11 12 -9 -14 15 16 18 -18 19 20 21 22 23 -15 25 -25 -27 -28 29 -29
right_child=-2 2 3 -5 -6 -7 -8 8 -10 -11 -12 -13 13 14 -16 -17 17 -19 -20 -21 -22 -23 -24 24 -26 26 27 28 -30 -31
leaf_value=0.0012939945918586638 0.0012945661750384909 -0.0012940520667560408 -0.0012937836933190835 0.0012904558934075689 0.00091545223655073687 -0.0012137561601043862 0.0012937684740097063 0.00086997708872974683 -0.0012937512690718044 -0.0011696665567571551 0.0012700693782350962 -0.0012937882119752678 -0.0012938088988287382 -0.0010542999806448072 -0.0012763110136149035 -0.00077576761717608597 0.0012441822217329082 -5.6349573470064633e-05 -0.0010751873967306523 -0.0012937814270160605 0.0004161177982683919 -0.0012496014093340596 0.00052031982187126776 -0.0012937350981014257 -0.0012939169965437405 -0.00096630468830452391 -0.0010243611735968965 -0.00098510804855169278 -0.00062768090624215752 0.00031805828193119635
leaf_weight=0.0013966825316522593 0.0018907492339792489 0.0015337295960193833 0.0013187265238618897 0.0012624839235968457 0.002311348556538916 0.0015716728109964597 0.0013154630337055542 0.00202525618732352 0.0012911530920032268 0.0015278299827343736 0.0011253465819436306 0.001307362720364579 0.001105782933267462 0.0026252312626890975 0.0011329745192512055 0.0029358083952928373 0.0030153011889098016 0.0027382772193504934 0.0017077875390327782 0.00114850773315922 0.0083906368995236846 0.0012857731182904777 0.0049171170026056634 0.0013114120090995654 0.0014101061505176196 0.0014934300471622875 0.0012518139076291837 0.0010098448108974934 0.0026003509619130219 0.022370058378600184
leaf_count=89 23 18 162 47 50 10 79 21 155 28 27 156 154 177 27 78 108 28 65 94 171 96 31 281 47 10 15 60 101 713
internal_value=0 -6.54434e-05 -8.94653e-05 -6.56285e-05 -8.80831e-05 -0.000119456 -9.56884e-05 -0.000121415 -9.92425e-05 -7.67062e-05 -5.17488e-05 -7.43611e-05 -4.96349e-05 -7.94579e-05 -5.75682e-05 -3.46356e-05 3.35296e-06 0.000625225 -6.60929e-05 -3.1498e-05 -1.7082e-06 -8.87551e-05 -5.04733e-05 -0.000132847 -5.5923e-05 2.19555e-06 6.1359e-05 0.000117717 0.000172746 0.000261771
internal_weight=0 0.0804373 0.0790406 0.0775069 0.0762444 0.073933 0.0723614 0.0710459 0.0697272 0.068436 0.0669082 0.0657828 0.0644755 0.0624502 0.0613444 0.0602115 0.0572756 0.00575358 0.0515221 0.0498143 0.0486658 0.0402751 0.0389894 0.0340722 0.031447 0.0300369 0.0287255 0.0272321 0.0259803 0.0233799
internal_count=3121 3098 3009 2991 2944 2894 2884 2805 2643 2488 2460 2433 2277 2256 2102 2075 1997 136 1861 1796 1702 1531 1435 1404 1227 1180 899 889 874 773
is_linear=0
shrinkage=0.00129368


Tree=960
num_leaves=24
num_cat=0
split_feature=147 52 0 1 3 15 52 15 48 14 2 151 52 159 4 150 49 1 16 15 12 1 1
split_gain=0.000223217 0.000282138 0.000302914 0.000337339 0.000713919 0.000586629 0.000335006 0.000367591 0.000324235 0.000428442 0.000650613 0.000454697 0.000295388 0.000285204 0.000290225 0.0002684 0.000500311 0.000261952 0.000271029 0.000210738 0.00027062 0.000192266 0.000144119
threshold=0.089025000000000007 0.41423000000000004 -0.076899999999999982 0.077565000000000009 -0.084074999999999997 0.083935000000000023 -0.40306999999999998 -0.073184999999999986 0.12879500000000002 -0.22253999999999999 0.098035000000000011 -0.0033899999999999994 0.11434500000000002 0.090485000000000024 -0.51843499999999987 0.087170000000000011 -0.072814999999999977 0.09253500000000002 -0.16927999999999996 0.035560000000000008 0.051320000000000005 0.090405000000000013 0.085345000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 -6 -4 -8 9 -5 15 -12 13 14 -9 16 -11 21 -19 20 -16 22 -18
right_child=-2 -3 6 8 5 -7 7 12 -10 10 11 -13 -14 -15 19 -17 17 18 -20 -21 -22 -23 -24
leaf_value=-0.0035907507109663871 0.0013157050150410258 -0.0019622498389322987 -0.0011456553761543199 -0.0018298335259320315 -0.0019046976163322501 0.00098171863478456445 0.0021227801607618326 -0.00050944928875510742 -0.001802678916163542 0.0022546850980613622 0.00029061253559174895 0.003110973092955304 -0.0011660025497696302 -0.0010738875178252956 0.0033599127439581117 -0.001673197760652544 0.00071879689177503528 -0.00013695442147020621 -0.0024570839689586638 0.00039366649705512182 0.0010032567079379577 0.0015910370484497904 -0.0011416841700512667
leaf_weight=0.001155043444987733 0.0015150530775187568 0.0010101650623988148 0.001480902103211835 0.0012734324054122234 0.0016876420715736789 0.0019645285492124742 0.0018575096171598035 0.0012325798925711959 0.0012080067033135586 0.0011847652245364796 0.0013666861640047046 0.0015995070925827201 0.0013739000584012118 0.0010083540599992169 0.0011864600966990952 0.001260058221333793 0.0010329897508629645 0.0014985188285407958 0.00114522782690063 0.0014486497080810068 0.0013351786219195638 0.0011118445870126337 0.0011175431893883925
leaf_count=569 124 189 209 49 349 221 209 40 39 25 61 110 75 92 42 62 61 53 70 191 67 53 161
internal_value=0 -9.62944e-05 -3.24621e-05 -0.000311114 -0.00113024 -0.000352074 0.000442158 0.000691177 -2.57423e-05 0.000144746 0.000366931 0.00181148 0.000340594 0.000673848 0.00101257 -0.000146162 0.000125194 -0.000301981 -0.001142 0.00148508 0.00211209 0.000378747 -0.000248018
internal_weight=0 0.0305395 0.0295293 0.0186058 0.00480721 0.00365217 0.0109235 0.00944263 0.0137986 0.0125906 0.0113171 0.00296619 0.00758512 0.00621122 0.00520287 0.00835095 0.00709089 0.00590612 0.00264375 0.00397029 0.00252164 0.00326238 0.00215053
internal_count=3121 2997 2808 1883 1139 570 925 716 744 705 656 171 507 432 340 485 423 398 123 300 109 275 222
is_linear=0
shrinkage=0.00359063


Tree=961
num_leaves=25
num_cat=0
split_feature=1213 13 40 42 42 52 2 43 4 3 12 12 4 457 160 474 50 2 2 1 4 52 52 4
split_gain=0.000216473 0.000209082 0.000349634 0.000634813 0.00036681 0.000313934 0.000319134 0.000275333 0.000695025 0.00037091 0.000290826 0.000577 0.000600213 0.000288266 0.000282463 0.000347375 0.000325076 0.000353675 0.000475255 0.000238398 0.000303196 0.000198999 0.000198222 0.000590229
threshold=-1.0000000180025095e-35 -0.23438999999999996 0.05433000000000001 -0.11466499999999999 -0.091214999999999977 -0.0092699999999999987 0.10613000000000002 -0.51144999999999985 -0.46376499999999993 -0.16186999999999999 0.092355000000000007 0.096210000000000004 0.09173000000000002 -0.068264999999999978 -1.0000000180025095e-35 0.084660000000000027 0.099450000000000011 0.089775000000000008 0.11215000000000001 0.093575000000000019 -0.0016099999999999997 -0.0027449999999999996 0.077655000000000016 0.053180000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 5 3 -3 -5 -2 -7 -6 -9 -10 13 -12 -13 -11 15 21 17 22 19 20 -19 -15 23 -16
right_child=1 2 -4 4 7 6 -8 8 9 10 11 12 -14 14 16 -17 -18 18 -20 -21 -22 -23 -24 -25
leaf_value=-0.0017247573891645258 0.0027540940204885812 -0.0027832015367129236 0.0020385301571695896 0.0020192405401358885 0.0016493097945370384 0.0018614023755616294 -0.00097821271856145232 -0.0034822475179627499 0.0019904183350991172 -0.0017150391846447461 -0.0036203327613936777 -0.0020893181444498745 0.0017804950434189952 -0.0029094092623915472 -0.0027879247904414213 0.00096822193869763634 0.0025183117369080225 0.0026362195410025162 -0.0010676892569318882 0.0029966537916138996 -3.7240838791462573e-05 -0.00055188414179200261 0.00086436288315211408 0.00072536035363948291
leaf_weight=0.0011410914758795956 0.0010501870134049796 0.0013966666348002024 0.0011621863202488916 0.0012939315731976811 0.0012609840786126361 0.0010518264871759433 0.0015221546329531321 0.0010009265423933577 0.0012535490908254154 0.001399908675363549 0.0011143341817569921 0.0012865516779659858 0.0012341253362126992 0.0011234301078022479 0.0016146855648497965 0.0011262992922254078 0.0011084757989494607 0.0010519584273858129 0.0014374889049229012 0.0012841688654994243 0.0018203229871183169 0.0011274011591084774 0.0010256412036619977 0.0014058177195792609
leaf_count=491 67 129 48 103 27 39 62 157 77 184 212 276 65 159 198 107 63 63 98 57 62 181 146 50
internal_value=0 3.42977e-05 -8.77164e-05 -0.000185131 -3.3749e-05 0.000927439 0.000182162 -0.000150896 -0.000256897 -9.8755e-05 -0.000235436 -0.00124482 -0.000194655 8.91047e-07 0.000170946 -0.000829167 0.000485175 0.000251393 0.000897189 0.00157673 0.0009419 -0.00172857 -0.000641443 -0.00115275
internal_weight=0 0.030153 0.0265289 0.0253667 0.02397 0.00362417 0.00257398 0.0226761 0.0214151 0.0204142 0.0191606 0.00363501 0.00252068 0.0155256 0.0141257 0.00337713 0.0107486 0.00964008 0.00559394 0.00415645 0.00287228 0.00225083 0.00404614 0.0030205
internal_count=3121 2630 2462 2414 2285 168 101 2182 2155 1998 1921 553 341 1368 1184 447 737 674 280 182 125 340 394 248
is_linear=0
shrinkage=0.00396435


Tree=962
num_leaves=24
num_cat=0
split_feature=128 41 12 1 47 0 52 1 43 42 2 2 160 160 133 15 52 16 48 12 3 13 1
split_gain=0.000213446 0.000202073 0.000235394 0.000369152 0.000357998 0.00037871 0.000323905 0.000427718 0.000364513 0.000383067 0.000314986 0.000347293 0.000284232 0.000286338 0.00032299 0.000309137 0.000275155 0.000225016 0.000321701 0.000529604 0.000318905 0.000222156 4.15812e-05
threshold=0.089290000000000022 0.079885000000000025 -0.015429999999999998 0.09253500000000002 0.10813000000000002 -0.074229999999999977 -0.24164999999999998 0.10439500000000002 -0.50216499999999986 0.091735000000000025 0.10882500000000002 0.116525 -0.091944999999999985 -0.027994999999999996 0.089755000000000015 0.088235000000000022 -0.012164999999999999 -0.056919999999999991 0.085875000000000021 0.084100000000000022 -0.079594999999999985 -0.055129999999999992 0.090475000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 6 -6 -4 8 -8 12 -9 -12 -10 -14 17 -16 -5 18 19 22 -21 -19 -15
right_child=-2 -3 4 16 5 -7 7 10 9 -11 11 -13 13 14 15 -17 -18 21 -20 20 -22 -23 -24
leaf_value=-0.00085759364104963463 -0.0015601042854363133 -0.001086911138853127 -0.0013263312016038526 0.0025852163151692826 -0.0027825853468032148 7.0245524806657932e-05 0.0019092660110746971 0.0022404978776062105 -0.0016454756379552485 -0.0019438056733977775 -0.00062885585673546815 0.00164957567409056 0.0014400478079227648 0.0021700416455061127 -0.00013182246923392564 0.0024467628153713784 0.00050537090517191626 -0.00018264540990033719 -0.0013654474892733509 -0.001921923216159009 0.00067976917399901386 -0.0023761781886364503 0.0011985756914822785
leaf_weight=0.0010530422297909672 0.0010017421449124422 0.0017502654733476666 0.0016778664820837853 0.0013687543721263573 0.0010625502581262936 0.0010683312259907032 0.0010054404128005947 0.0017572568501336141 0.0011244294014582943 0.00130749675853603 0.0016256144402291284 0.0014481779627075753 0.0016537065660005039 0.0010132721130267077 0.0011260984244043639 0.0010093491197533666 0.0015560839333672583 0.0010028751317827655 0.0015507454576219049 0.0011690459126238997 0.0010014038440129278 0.0011176603722094025 0.0010044034121960976
leaf_count=54 185 130 292 149 73 46 42 79 265 363 36 115 212 51 110 44 157 118 63 366 77 81 13
internal_value=0 2.80753e-05 9.85182e-05 0.000860218 -2.91891e-05 -0.0013523 0.000101369 0.000221643 -5.89468e-05 -0.00019949 0.00109784 0.000444598 -2.09349e-05 0.000135881 -7.99007e-05 0.00108698 0.00147869 -0.00039695 -4.89396e-05 0.000438526 -0.000721552 -0.00133878 0.00168644
internal_weight=0 0.0294539 0.0277036 0.00397788 0.0237257 0.00213088 0.0215948 0.019917 0.0150859 0.0140805 0.00483105 0.00307379 0.012773 0.0116486 0.00999485 0.00213545 0.00292484 0.00785941 0.00573887 0.00418813 0.00217045 0.00212054 0.00201768
internal_count=3121 2936 2806 360 2446 119 2327 2035 1805 1763 230 151 1400 1135 923 154 306 769 570 507 443 199 64
is_linear=0
shrinkage=0.00338353


Tree=963
num_leaves=31
num_cat=0
split_feature=39 42 1425 4 31 480 1374 1213 1365 133 1456 475 38 3 43 2 14 1213 12 1 43 1375 4 159 0 4 16 0 160 9
split_gain=0.00171076 0.00146082 0.00130129 0.00185974 0.00122617 0.00115966 0.00115065 0.00113741 0.00110307 0.00116264 0.00107447 0.00109451 0.00110444 0.00135995 0.00141524 0.00137094 0.00128106 0.00124535 0.00127092 0.00137361 0.00128571 0.00124413 0.000905457 0.000880732 0.000946924 0.00096997 0.000869944 0.0011283 0.000964392 0.000841585
threshold=0.16946000000000003 -0.26584999999999998 1.0000000180025095e-35 0.50996500000000011 -1.0000000180025095e-35 0.084710000000000021 0.10637000000000001 -0.082704999999999987 1.0000000180025095e-35 0.18829500000000002 -1.0000000180025095e-35 1.0000000180025095e-35 0.10386000000000002 0.092670000000000016 0.24789500000000006 0.12358500000000001 0.076175000000000007 0.04198000000000001 0.092355000000000007 0.13075500000000004 -0.25681499999999996 -0.088929999999999981 0.23246000000000003 0.091070000000000012 -0.060129999999999996 -0.49013999999999996 -0.083134999999999987 -0.11437499999999999 0.086870000000000017 0.091600000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 6 7 -6 9 10 -9 12 13 14 15 16 17 18 21 20 -20 -12 -22 24 26 -26 28 -28 -23 -29
right_child=-2 2 -4 -5 5 -7 -8 8 -10 -11 11 -13 -14 -15 -16 -17 -18 -19 19 -21 22 23 -24 -25 25 -27 27 29 -30 -31
leaf_value=-0.0013200057259564076 0.0013201040241690861 0.0013198054891465079 -0.0013204670338253417 0.0011173475261374221 -0.0011135458285872347 -0.00099226443875284382 -0.0012574095777509611 -0.00078351727643434434 -0.001004074498008635 -0.00091557010387320614 -0.001137967672207775 -0.0012493454025116946 -0.00075432622769405799 0.00049780261819729933 -0.0013196582471385174 0.0010296763048385212 -0.0012981415757866463 -0.0010343584395094232 0.00037476920331141209 0.0011540772739648119 -0.0012210176632970135 0.00071356536678641091 -0.00018915758235940909 -0.00067506468699364346 4.9494480427771049e-05 0.0012327712893752741 0.00062774973729270241 -0.00062205273487347175 -0.00034789437466550171 0.00066980276089879454
leaf_weight=0.0016020921265180723 0.0015657047214574496 0.0011025885134774418 0.0013726071005812903 0.0024067985078310974 0.0016412615185972248 0.0023591862295910806 0.0013518817523276985 0.0025283305168164452 0.0018592034457256537 0.0022038300120303935 0.0010625820137732936 0.0010375058911638027 0.0024265350512990827 0.014885143654751687 0.0013028840447022452 0.0024732731998806648 0.0012492574723239605 0.0017267097022752856 0.0022388734798539653 0.0010026306317740827 0.0035801964696382518 0.0077599943393589048 0.0025251016922993585 0.0014611884532982336 0.0017676362969609727 0.0037981447298563063 0.0027843288846440654 0.0048848670111141419 0.0018446763961037504 0.0010704766297067181
leaf_count=18 23 58 78 140 287 221 26 246 59 258 52 65 30 209 154 78 50 157 28 7 188 164 22 62 19 58 49 281 24 10
internal_value=0 -7.27655e-05 -4.70513e-05 -2.41536e-05 -6.13161e-05 -8.22265e-05 -5.17588e-05 -2.81763e-05 -1.77513e-06 2.66254e-05 5.93715e-05 9.43753e-05 0.000117671 0.000154522 3.43851e-05 7.71735e-05 1.63891e-05 6.01721e-05 0.000112992 -0.000305233 -0.000480583 0.000260873 -0.000794249 0.000319458 0.000380235 0.000856974 0.00023559 -6.56518e-05 0.000509701 -0.000389841
internal_weight=0 0.0793098 0.0777077 0.0763351 0.0739283 0.0728257 0.0704665 0.0691146 0.0674734 0.0656142 0.0634103 0.060882 0.0598445 0.057418 0.0425328 0.0412299 0.0387567 0.0375074 0.0357807 0.0093468 0.00834417 0.0264339 0.0061053 0.0253713 0.0239101 0.00556578 0.0183443 0.00873967 0.00960467 0.00595534
internal_count=3121 3098 3080 3002 2862 2804 2583 2557 2270 2211 1953 1707 1642 1612 1403 1249 1171 1121 964 245 238 719 210 667 605 77 528 340 188 291
is_linear=0
shrinkage=0.00131955


Tree=964
num_leaves=23
num_cat=0
split_feature=147 11 0 1 3 15 4 12 0 47 160 484 457 4 133 52 4 16 15 4 2 12
split_gain=0.000193646 0.000290606 0.000299184 0.000346481 0.000360096 0.000355797 0.000305772 0.000285985 0.000377717 0.000324856 0.000277192 0.000396525 0.000330238 0.000252398 0.000251319 0.000227891 0.000336932 0.000327836 0.000292306 0.000194522 0.000110325 8.38584e-05
threshold=0.089025000000000007 0.081790000000000015 0.010870000000000003 0.077565000000000009 -0.10519499999999998 0.083935000000000023 -0.49405499999999997 -0.010834999999999999 -0.053834999999999994 0.090100000000000013 -0.030779999999999998 0.084040000000000017 -1.0000000180025095e-35 0.41257000000000005 0.083950000000000011 0.024145000000000003 0.053180000000000012 -0.071854999999999988 -0.10324499999999999 0.022185000000000003 0.086100000000000024 0.094070000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 5 -5 19 -4 9 10 -6 11 -9 -12 -3 -7 16 17 20 -18 -1 -14 -8
right_child=-2 13 6 4 7 14 21 8 -10 -11 12 -13 15 -15 -16 -17 18 -19 -20 -21 -22 -23
leaf_value=-0.00089102137804731533 0.0010066516013981079 -0.0021158186437845419 -0.0001333071297787453 0.0014714706953928472 0.001636671491611311 -0.00086726069825515228 0.001911486883752722 -0.002138550625568311 -0.0018041642296071599 -0.00012957732718033734 -0.001363642005755178 0.00028531287334390319 -0.00041468012054207535 -0.00010975767344498844 0.00079874968351566883 0.0016238351140906637 -0.00017257994833757133 -0.0015753852482507484 0.0017924002796255853 -0.0024437166666611398 0.00089723804130019738 0.00081592961805753718
leaf_weight=0.0019445355079951146 0.0014585463551686209 0.0010414999253982584 0.0019707880438417646 0.0014394960582642105 0.0016085991458245621 0.0014868723271280748 0.0012716914912322954 0.0011758014438867379 0.0011848902239837171 0.0018872653075590051 0.0010271505013435015 0.0010796953442344659 0.0010252842774733945 0.0010507029274435808 0.0015342970462950412 0.0010591594397801884 0.0010968744439594502 0.0012855397112958534 0.0014875118026855816 0.0010289143483251939 0.0011168923275590714 0.0010753685271964741
leaf_count=603 124 133 87 66 222 462 96 152 70 52 43 49 168 39 232 45 31 123 39 229 32 24
internal_value=0 -7.1829e-05 9.13176e-06 -0.000124658 9.16628e-05 -0.000719142 0.000705334 -4.04471e-05 -0.000259673 0.000683151 -8.29227e-05 -0.000978259 0.000166438 -0.00110838 -2.11794e-05 0.000388693 0.000171097 -0.000422517 0.000958416 -0.00142831 0.00026933 0.00140953
internal_weight=0 0.0288788 0.0267866 0.0224688 0.0164742 0.00599462 0.00431785 0.0150347 0.0115388 0.00349586 0.0103539 0.0022555 0.00809841 0.0020922 0.00302117 0.00707126 0.0060121 0.00342772 0.00258439 0.00297345 0.00214218 0.00234706
internal_count=3121 2997 2825 2618 1092 1526 207 1026 752 274 682 201 481 172 694 438 393 323 70 832 200 120
is_linear=0
shrinkage=0.00288781


Tree=965
num_leaves=24
num_cat=0
split_feature=4 11 0 48 151 52 133 2 4 16 2 4 1 403 15 3 16 48 4 16 0 16 1
split_gain=0.000190997 0.00032012 0.00033107 0.000370767 0.000299342 0.00034856 0.000316345 0.000287134 0.000410709 0.000391393 0.000255207 0.000258956 0.000217091 0.000176107 0.00020402 0.000289443 0.000251325 0.000383191 0.000215269 0.000266043 0.000131682 0.000128025 3.6138e-05
threshold=0.27287000000000006 0.079915000000000014 0.010870000000000003 -0.075224999999999986 -0.10959499999999998 0.15915500000000002 -0.11008499999999999 0.098035000000000011 0.033845000000000007 0.029300000000000003 0.11018500000000002 -0.49405499999999997 0.111945 -1.0000000180025095e-35 -0.016799999999999995 -0.08824499999999999 -0.056919999999999991 0.085845000000000019 0.033845000000000007 -0.078464999999999993 -0.14920999999999998 -0.5224049999999999 0.093575000000000019
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -5 6 -6 13 9 -9 11 -4 21 -8 16 -16 17 22 19 -17 -14 -2 -15
right_child=12 -3 10 4 5 -7 7 8 -10 -11 -12 -13 20 14 15 18 -18 -19 -20 -21 -22 -23 -24
leaf_value=-0.0024924726708317906 0.00085600661063392556 -0.0022155617999436669 -0.00092550527743055083 0.0019048231658614907 -0.0019773309059538491 -0.0020642705583550731 -0.001752203542180203 0.0035764918182388614 -0.00059814344320552088 0.00025711521764415664 0.002620465593696835 0.0014542210507137547 0.00069877438103915345 0.001614760862667052 -0.0010430938534477185 0.001889904654831784 -0.0017630429168603904 -0.0016533431461755442 0.0025649398099124544 -0.0009793699472360922 0.0027445700727126536 -0.0011737030529542058 0.0005711219805696698
leaf_weight=0.0011563733915558308 0.0010231462594418872 0.0011768036782915372 0.0013737993864140208 0.0011085666900747517 0.0013281125243201899 0.0015959309009101466 0.0011408956469816109 0.0012984223013507998 0.0015344586359275492 0.0010509431880424414 0.0011333705900042901 0.0016405260066036922 0.0010396553703237998 0.0010868494025404419 0.0013326477036328388 0.0010280213364328716 0.0019644381531224164 0.0013446511590915478 0.0011901314695137444 0.0010871765770552643 0.0010183782771640004 0.001009442901413137 0.0010831989910116135
leaf_count=86 55 148 74 105 282 312 560 147 127 84 35 55 58 75 104 60 263 50 15 169 199 40 18
internal_value=0 -0.0001555 -5.6463e-05 -0.000268869 -0.000134767 -0.000259922 -8.5081e-05 8.0891e-05 0.00102893 0.00209163 0.000984688 0.000369645 0.00078534 -0.000246167 -7.63325e-05 0.000547793 -0.000604642 4.28119e-05 0.00118921 0.000415145 0.0017111 -0.000152006 0.00109382
internal_weight=0 0.0256553 0.0244785 0.0203308 0.0191744 0.0180659 0.0164699 0.0151418 0.00388382 0.00234937 0.0041477 0.00301433 0.00409062 0.011258 0.0101171 0.00463798 0.00547914 0.0035147 0.00330533 0.0021152 0.00205803 0.00203259 0.00217005
internal_count=3121 2769 2621 2457 2371 2266 1954 1672 358 231 164 129 352 1314 754 348 406 143 244 229 257 95 93
is_linear=0
shrinkage=0.00404364


Tree=966
num_leaves=22
num_cat=0
split_feature=484 15 11 3 15 16 0 48 51 4 3 3 2 2 49 40 16 16 3 16 16
split_gain=0.000202633 0.000245714 0.000208298 0.000246442 0.000400503 0.000368995 0.00032223 0.000359022 0.000322809 0.000313139 0.000317751 0.000340638 0.00029531 0.000277877 0.000230108 0.000163575 0.000261362 0.00015446 0.000140535 0.000128456 0.000110145
threshold=-0.0068949999999999992 -0.24436499999999997 0.081790000000000015 -0.10519499999999998 -0.015744999999999999 -0.27167499999999994 -0.11991499999999998 0.088965000000000002 0.086685000000000012 -0.082109999999999975 -0.078934999999999991 -0.074084999999999998 0.11177500000000001 0.08839000000000001 -0.006494999999999999 0.0064400000000000004 -0.052894999999999991 0.22339500000000004 -0.14186499999999996 -0.51370499999999997 -0.037154999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 -3 12 8 9 14 17 -11 -12 19 -6 -7 16 -13 20 -15 -5 -8
right_child=1 2 -4 5 13 6 7 -9 -10 10 11 15 -14 18 -16 -17 -18 -19 -20 -21 -22
leaf_value=-0.0011351068175449719 0.0012723039638253149 0.0027591407650606669 -0.0014223342002149992 0.00026337557186049097 -0.0013143385178207782 0.00073748512695519242 0.00016306042588047645 0.0011652143931312742 -0.00041721884162015363 -0.0023765308543446865 0.0013214979367569481 -0.00032663392798929625 -0.0026921996441608077 3.3001230487649255e-06 0.0027225375458748394 0.00014060828187137178 -0.0026576725512871381 -0.00067146604777472494 0.0018287486794406902 -0.001411307411038263 0.0018072541365213
leaf_weight=0.0019621726060269342 0.0019962059920177735 0.0010407887789583015 0.001324595847157716 0.0013529265886838004 0.0010549117799758491 0.0017936827851983139 0.001080533397054495 0.0019790898676654836 0.0015973730457048418 0.0015892806361438262 0.0010153989195713642 0.0011899036083162784 0.0011320867812916191 0.0010695861969622911 0.00129750529953298 0.001064686259667269 0.0012950904844413417 0.0011561713995407175 0.0011059655341583152 0.0010478875202983807 0.0010222599066347328
leaf_count=503 232 53 135 49 67 59 296 211 54 639 167 116 63 32 50 20 167 44 28 61 75
internal_value=0 5.96522e-05 -3.63703e-05 4.0491e-05 0.000822062 -0.000129709 0.00010113 -0.000224939 0.000893423 -0.00051721 -0.000993769 -0.000512376 -0.00118044 0.000197975 0.0015707 -0.00103696 -0.00154149 0.000382743 0.000931287 -0.000467576 0.000962375
internal_weight=0 0.0272059 0.0252097 0.0238851 0.00427125 0.0196139 0.016081 0.0113924 0.00468856 0.00941332 0.00615436 0.00456508 0.0035329 0.00323046 0.00309119 0.00354968 0.00248499 0.00325896 0.00217555 0.00240081 0.00210279
internal_count=3121 2618 2386 2251 180 2071 1898 1735 163 1524 1109 470 173 127 109 303 283 415 60 110 371
is_linear=0
shrinkage=0.00359063


Tree=967
num_leaves=20
num_cat=0
split_feature=457 484 16 4 151 11 0 160 160 159 50 12 1 47 16 4 0 2 47
split_gain=0.000196203 0.000292727 0.000284728 0.000260569 0.00030676 0.000356518 0.000327243 0.000317116 0.000306879 0.000313012 0.000285058 0.000361792 0.000269847 0.000241151 0.000249327 0.000272267 0.000274769 0.000403262 0.000106133
threshold=0.088350000000000026 -0.0068949999999999992 -0.094359999999999986 0.27044500000000005 -0.086769999999999986 1.0000000180025095e-35 0.15398500000000004 0.086075000000000013 -0.091944999999999985 0.076905000000000015 0.093680000000000013 -0.029094999999999999 0.111945 0.09550500000000002 0.22339500000000004 -0.083854999999999985 -0.11013499999999998 0.088225000000000012 0.11635500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -2 4 -3 6 7 8 -6 10 11 -10 -5 14 15 -13 -17 -18 -15
right_child=2 3 -4 12 5 -7 -8 -9 9 -11 -12 13 -14 18 -16 16 17 -19 -20
leaf_value=-0.0016806396328862088 -0.00054489099310918486 0.0014147925408434703 0.0018070002856988773 -4.9356085309131226e-05 -0.0018174277999806851 -0.0023993212136216684 0.0012182474591818557 -0.0021985180058069795 -0.0021235259080387243 0.0015613255500124999 0.0016528418512770362 0.0011239186570251244 0.0020873012458469268 0.0017521330128384617 -0.0021972109865799547 0.00058561964571343357 -0.0028000485562785127 -2.7597208723847132e-05 8.946362409800298e-05
leaf_weight=0.0015853238293208052 0.0011838168703270924 0.0015591748445533673 0.0018270060902363374 0.0017646443654157897 0.0014971690304950167 0.0010741264050668766 0.0020580100866567355 0.0012154205096090989 0.0014938704366214113 0.0015211186623860238 0.0010159156062394823 0.0016202052982537381 0.0015489229403145011 0.0011177442655263548 0.0010052577340311508 0.0015997999342332011 0.0013888689857995493 0.0015484131694174508 0.0010290148357556816
leaf_count=481 56 157 102 76 306 145 39 119 76 132 130 247 233 46 133 31 304 274 34
internal_value=0 -0.000125797 0.000882267 -2.3338e-05 -0.000178722 -0.000308228 -0.000184208 -0.000364007 -0.000213731 -3.37483e-05 -0.000239035 -0.000416944 0.000949422 -0.000143088 -0.000472254 -0.000190633 -0.000660063 -0.00133853 0.000955159
internal_weight=0 0.025643 0.00301082 0.0240577 0.0207441 0.0191849 0.0181108 0.0160528 0.0148374 0.0133402 0.0118191 0.0108032 0.00331357 0.0093093 0.00716255 0.00615729 0.00453708 0.00293728 0.00214676
internal_count=3121 2963 158 2482 2173 2016 1871 1832 1713 1407 1275 1145 309 1069 989 856 609 578 80
is_linear=0
shrinkage=0.0037357


Tree=968
num_leaves=31
num_cat=0
split_feature=39 42 156 401 151 1348 14 123 121 484 13 13 403 51 403 13 456 474 156 12 43 43 15 151 457 2 3 403 15 4
split_gain=0.00168601 0.00115999 0.0010208 0.00101705 0.00100929 0.00105933 0.00111823 0.000963784 0.00102268 0.000835756 0.000855915 0.00163271 0.00122417 0.00105877 0.000951985 0.000932643 0.000897025 0.000706967 0.00158074 0.000833936 0.000891334 0.000923972 0.0010706 0.000818622 0.0010748 0.000705486 0.000656386 0.000644501 0.00090254 0.000692657
threshold=0.16946000000000003 -0.26584999999999998 -1.0000000180025095e-35 0.10076500000000001 -0.5145249999999999 0.090205000000000021 0.076175000000000007 1.0000000180025095e-35 -1.0000000180025095e-35 -0.0068949999999999992 -0.094514999999999988 -0.53104499999999988 -0.088999999999999982 0.14780500000000005 0.10301500000000001 -0.086589999999999986 0.084065000000000015 0.082665000000000002 1.0000000180025095e-35 0.11650500000000001 -0.15582499999999996 -0.096754999999999994 -0.10653 0.086470000000000005 -0.0029299999999999994 0.098035000000000011 0.149315 0.089965000000000017 0.084050000000000014 -0.0016099999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 -4 6 7 8 -6 25 11 -11 -12 14 15 -14 17 18 19 20 -17 -22 -23 24 -24 -10 -13 28 29 -26
right_child=-2 2 3 -5 5 -7 -8 -9 9 10 12 26 13 -15 -16 16 -18 -19 -20 -21 21 22 23 -25 27 -27 -28 -29 -30 -31
leaf_value=-0.0012686203091040107 0.0012689290804193619 -0.0012684028222025622 -0.0011671628642034801 -0.0012019292615374614 -0.0012549702728030796 0.0012518405846440866 -0.00089033716019003631 0.00058557134397700498 -0.0012683892463929958 -0.00078621296121564506 -0.0012376533165831035 0.00032485698687393825 -0.00089132695236319602 -0.0012685149445733285 -0.0010739046672686534 0.00079967130070977615 -0.00085296414421174032 0.00074187978220902615 -0.0010273504608339611 -0.00078792565007734599 -0.00093743036907371858 0.00097434479228555935 -0.0012684715033839142 0.00094039623311218735 0.00054946472036316771 -8.5798867147330172e-05 0.001031118893775519 0.0008433710939462363 -0.00094979256641274849 -0.00012328858161827507
leaf_weight=0.0012645337277952242 0.0015590563406817628 0.0010730871425410618 0.0011664951296665995 0.0011511699823207868 0.0010474897162566768 0.0011094363098322893 0.0021809622252746399 0.0046939516077806323 0.0014513613574722575 0.0016806445824499869 0.0013215384177946978 0.006046581950826635 0.0015098734901979318 0.0010192821282508637 0.0011854090800174069 0.0039045967197921519 0.0014298939536416802 0.003169584328787777 0.001836495964263384 0.0013267354292452174 0.0012088347405878599 0.0025298339894286202 0.0010102601556241106 0.0016334921169800501 0.0038051580979936439 0.0018405216262498136 0.0032570302998635725 0.0016009902048708122 0.001455609838157291 0.0069734884130516865
leaf_count=18 23 163 50 164 16 31 82 246 319 14 328 139 110 31 77 55 58 117 141 32 37 69 27 13 96 81 91 13 344 136
internal_value=0 -6.57626e-05 -4.18541e-05 -2.08108e-05 1.33528e-06 2.39663e-05 9.24106e-07 3.50627e-05 -1.4398e-05 1.0984e-05 5.34628e-05 0.000364277 -3.90064e-05 5.49014e-06 4.30425e-05 8.26905e-05 0.000128814 0.000174909 0.000109048 0.000191055 0.000244899 0.000137757 0.000206132 8.81967e-05 -5.57314e-06 -0.000607192 0.000572107 8.66446e-05 -1.23815e-05 0.000114212
internal_weight=0 0.0648843 0.0636198 0.0625467 0.0613956 0.0602291 0.0591196 0.0569387 0.0522447 0.0511972 0.0479053 0.0109843 0.0369211 0.0355995 0.0345803 0.0333948 0.031885 0.0304551 0.0272855 0.025449 0.0241223 0.0202177 0.0190088 0.016479 0.0148455 0.00329188 0.00930361 0.0138352 0.0122343 0.0107786
internal_count=3121 3098 3080 2917 2753 2703 2672 2590 2344 2328 1928 244 1684 1356 1325 1248 1138 1080 963 822 790 735 698 629 616 400 230 589 576 232
is_linear=0
shrinkage=0.00126831


Tree=969
num_leaves=31
num_cat=0
split_feature=39 42 9 401 156 1365 133 133 33 4 49 14 1374 150 160 48 158 42 43 4 403 0 48 123 9 43 1 1 160 0
split_gain=0.00202013 0.00123456 0.00117866 0.00112204 0.00104137 0.000965974 0.000932003 0.000926141 0.000926704 0.000950526 0.0010762 0.00114502 0.00105505 0.000990205 0.00117881 0.00131313 0.00118571 0.00101615 0.00105098 0.00149236 0.000850505 0.000847162 0.000883111 0.000950312 0.0008488 0.000815337 0.000734756 0.00113361 0.0013133 0.000907413
threshold=0.16946000000000003 -0.26584999999999998 -0.036024999999999995 0.10076500000000001 -1.0000000180025095e-35 1.0000000180025095e-35 0.18829500000000002 -0.17773999999999998 -0.0066799999999999993 0.27287000000000006 0.29540500000000008 -0.46885499999999997 0.10637000000000001 -0.22665999999999997 -0.091944999999999985 0.086125000000000021 0.094245000000000009 -1.0000000180025095e-35 -0.27207999999999993 -0.51843499999999987 0.093545000000000003 0.041630000000000007 -0.081134999999999999 1.0000000180025095e-35 0.09055500000000001 0.055925000000000009 0.10060500000000001 0.091095000000000023 0.099315000000000014 -0.23051499999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 -4 6 7 -6 -9 12 11 -11 13 -10 15 -15 17 20 -19 -20 -16 22 -21 24 26 -23 27 28 29 -24
right_child=-2 2 3 -5 5 -7 -8 8 9 10 -12 -13 -14 14 16 -17 -18 18 19 21 -22 25 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0012940372853938412 0.0012943006712984597 0.001294022272993104 -0.0012937544497003983 -0.0012477781124972933 -0.00064604536277570155 -0.0010148772849829378 -0.00085377710119129569 -0.0010199340983794048 0.0011061446971912785 -0.0001300956376159703 -0.00072529013954049436 0.0010499064175839956 -0.0012778919129626184 -0.0012271352473606225 -0.00061395897397206983 0.00029685044056339927 -0.0011835254355689177 0.0012112215886276292 -0.0011698802145514093 -0.00070344161656002132 0.00057659855090607531 6.4903784360624491e-05 0.0012059517412510738 0.0012937695185909848 0.0012942993168395312 0.0012726984049975408 0.00042040519807450406 -0.00087177939458953535 -0.0012937949902619957 7.9189467076357331e-05
leaf_weight=0.0013496533950707592 0.0018685104574416292 0.0010834153812151462 0.0010944903691232346 0.0013185418426671083 0.0031856209650040759 0.0015967130854441782 0.0020505419449179376 0.0012754467371394176 0.0014573464488023538 0.0019409297281924864 0.0010116632000745085 0.0047305581270578037 0.0010131731622209364 0.0024852716409418099 0.0047979629737300291 0.0015280041227727637 0.0011948131708705559 0.0016668191274220581 0.0013575571307064957 0.0019485871323894335 0.0012700403404526384 0.001575894680719613 0.0013401267822245955 0.0012636797844862704 0.0010284952393249105 0.0023015654974187782 0.0077668620085660214 0.0024632768301131583 0.0010690789949028287 0.011135356233275696
leaf_count=18 23 89 162 163 209 62 283 28 13 32 17 194 19 267 365 46 126 12 21 41 52 90 11 60 4 20 125 50 56 463
internal_value=0 -6.88555e-05 -4.4521e-05 -6.62084e-05 -4.2441e-05 -2.1193e-05 4.04825e-06 3.29754e-05 7.05146e-05 9.51975e-05 0.000518067 0.00070661 2.84341e-05 5.62098e-05 2.30856e-05 -0.000646897 8.68319e-05 0.000123866 0.000208782 0.000158531 -0.000364774 0.000215076 0.000136636 0.000199435 0.000143681 0.000781821 9.39047e-05 -6.45104e-05 8.23033e-05 0.000200227
internal_weight=0 0.0693015 0.0679518 0.0668684 0.0655499 0.0644554 0.0628587 0.0608081 0.0576225 0.0563471 0.00768315 0.00667149 0.0486639 0.0476507 0.0461934 0.00401328 0.0421801 0.0409853 0.0349173 0.0332505 0.006068 0.0318929 0.0280155 0.0260669 0.0248032 0.00387746 0.0237747 0.0160078 0.0135446 0.0124755
internal_count=3121 3098 3080 2991 2828 2666 2604 2321 2112 2084 243 226 1841 1822 1809 313 1496 1370 953 941 417 920 810 769 709 110 705 580 530 474
is_linear=0
shrinkage=0.00129368


Tree=970
num_leaves=31
num_cat=0
split_feature=39 9 42 156 151 4 150 51 41 1429 1213 448 1374 158 42 133 160 4 1213 15 49 3 156 39 52 13 51 3 47 3
split_gain=0.00147823 0.00113165 0.00109002 0.00102731 0.00105552 0.00146673 0.00152888 0.00127211 0.00123954 0.0011772 0.00137261 0.0011726 0.00108431 0.000950612 0.00088634 0.000846394 0.000911586 0.00125873 0.00096911 0.000953729 0.00107032 0.000844265 0.00110192 0.000703037 0.000772894 0.00176894 0.000931471 0.000920125 0.000698164 0.000707107
threshold=0.16946000000000003 -0.036024999999999995 -0.26584999999999998 -1.0000000180025095e-35 -0.5145249999999999 0.27834500000000006 -0.22665999999999997 0.11144500000000002 0.078475000000000017 0.084545000000000009 -1.0000000180025095e-35 -0.083114999999999981 0.091490000000000016 0.094245000000000009 -0.11466499999999999 0.18829500000000002 -0.090969999999999981 -0.39518999999999993 0.039620000000000009 -0.095869999999999983 0.10969000000000002 0.30112000000000005 0.08426500000000002 -1.0000000180025095e-35 0.11434500000000002 -0.084319999999999992 0.12229000000000002 0.10732000000000001 0.10954500000000002 0.11924500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 -5 6 -6 28 9 10 -8 -12 13 14 -13 16 17 -16 19 20 -18 22 23 -21 26 -26 27 -25 29 -7
right_child=-2 2 3 4 5 7 8 -9 -10 -11 11 12 -14 -15 15 -17 18 -19 -20 21 -22 -23 -24 24 25 -27 -28 -29 -30 -31
leaf_value=0.0012685649889944855 0.0012687310781761005 -0.0012685839821789306 -0.0012684144946665482 -0.0011583073216978024 0.0010556545267451367 0.0011668499524963136 -0.0012683920400882607 -0.0006454663017250548 -0.0011271975104441203 0.00067798463080414369 -0.0012685090640972767 -0.0010957053705384142 -0.0011171507087257393 -0.0011141816444078566 0.00050701498266602209 -0.00083931515748897269 -0.00040621043106368155 -0.0010478473159190936 -0.00081372275999452371 -0.00052202627482001471 0.00084464372874045932 0.0012684131886661412 -0.00079023141515075065 0.00042340487968698011 -0.0012562703604997718 0.00056492543618387155 -0.00053214173885904965 0.0012686132262931769 -0.0001186838760425482 0.00018852980206209911
leaf_weight=0.0010270643948331317 0.0013883391344933207 0.0012044944966334006 0.0010975444672345338 0.0013104129100724995 0.0018371521514950464 0.0041439855323659458 0.0016513649685352396 0.0013558693485151707 0.0018996585362458509 0.003068670000837769 0.0013262578412565054 0.0011424947258342746 0.0015082367278509414 0.0012512644475366477 0.0012630408083396105 0.0017059302063762152 0.0068508231466495317 0.0024860253228897724 0.001666126277546808 0.0015558482318738234 0.0013109757741176509 0.0013443249009839056 0.0015763412139131452 0.015899095703691302 0.0014613788000588102 0.0020776461161347006 0.0014219677320865811 0.0023823761057428774 0.0013751998299085244 0.0016663084879340317
leaf_count=89 23 18 163 50 15 169 457 15 96 119 39 72 34 129 15 224 127 233 178 9 24 45 168 402 14 57 33 14 24 66
internal_value=0 -5.29342e-05 -7.26502e-05 -5.13526e-05 -3.12773e-05 -8.63574e-06 -8.24611e-05 0.000481326 -0.000120581 -8.44677e-05 -0.000131373 -9.24424e-05 -5.91879e-05 -2.40379e-05 6.86206e-06 3.61556e-05 7.23212e-05 -0.000524022 0.000131866 0.000175775 -0.000205294 0.00028798 0.000238007 0.000303368 0.00035862 -0.000187106 0.00045664 0.000533549 0.000693946 0.000886282
internal_weight=0 0.0698679 0.0688408 0.0676363 0.0665388 0.0652284 0.056687 0.00854136 0.0548498 0.0529502 0.0498815 0.0482302 0.0469039 0.0453957 0.0441444 0.0430019 0.041296 0.00374907 0.0375469 0.0358808 0.0081618 0.027719 0.0263747 0.0247983 0.0232425 0.00353902 0.0197034 0.0182815 0.00718549 0.00581029
internal_count=3121 3098 3009 2991 2828 2778 2504 274 2489 2393 2274 1817 1778 1744 1615 1543 1319 248 1071 893 151 742 697 529 520 71 449 416 259 235
is_linear=0
shrinkage=0.00126831


Tree=971
num_leaves=23
num_cat=0
split_feature=133 128 12 47 1 131 1 51 1 16 160 156 160 51 16 43 133 12 12 457 4 151
split_gain=0.000200908 0.000252915 0.000241696 0.00036829 0.000345379 0.000317968 0.000350346 0.000518754 0.000284915 0.000281377 0.000265647 0.000241114 0.000207565 0.000306972 0.000226093 0.000330795 0.000361744 0.000202946 0.000305746 0.000260714 0.000442109 0.000143682
threshold=-0.25159999999999993 0.086435000000000012 -0.015429999999999998 0.10813000000000002 0.09253500000000002 0.08844500000000001 0.104035 0.123935 0.12337000000000002 -0.093244999999999981 -0.091944999999999985 0.096630000000000008 -0.081639999999999976 -0.010009999999999998 0.19444000000000003 -0.088704999999999992 0.083950000000000011 0.090545000000000014 0.088305000000000008 0.082380000000000009 0.053180000000000012 -0.0033899999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 5 -2 6 10 11 -5 -6 -4 21 -12 -14 15 -15 17 18 19 20 -17 -8
right_child=1 -3 3 8 9 -7 7 -9 -10 -11 12 -13 13 14 -16 16 -18 -19 -20 -21 -22 -23
leaf_value=-0.0016890103201296764 -0.00087337786802914991 -0.0016867612503032525 -0.0017823227583075641 -0.0029558583877104718 0.00022245424050504933 -0.0016228504670208616 0.001137971140302144 -0.0012586550930060304 -0.00017355945295823567 0.0027133462683581848 0.0017132709181295488 9.6645718405423197e-05 -0.0019734261379443035 -0.0016693966031072929 0.0013526038201056335 -0.0022067885182615776 0.001846441717161961 -0.0016839991667909964 0.0019319991757345586 0.0010296550330028248 0.00085105020458221359 0.0028501539870425152
leaf_weight=0.0010138488960522709 0.0010303636512229977 0.0011844156036074907 0.0011899353960904699 0.0010497399138840171 0.0010993639438980907 0.0014209363839736691 0.0011069236555059092 0.0010776011546340669 0.0010884869758456261 0.0016417525573615421 0.0010611819096739703 0.0010121002224856568 0.0010907003270587143 0.0016112032844008998 0.0018739765597501909 0.0017261904248448961 0.0015954574235296226 0.0010841462482349407 0.0010826305380646772 0.0013710145341168101 0.0011398047718955695 0.0019926378936574443
leaf_count=187 60 161 275 91 145 287 72 27 33 167 134 46 266 160 67 273 257 137 81 34 25 136
internal_value=0 3.70912e-05 0.000111755 -3.15273e-05 0.00100738 0.000118889 0.000242538 0.00109466 -0.0015395 0.00171434 -5.57078e-05 0.00171142 9.49605e-05 -4.16044e-05 0.000141865 -9.42217e-05 0.000223049 -0.000181407 0.000124822 -0.000336944 -0.000990688 0.00223869
internal_weight=0 0.0285306 0.0273461 0.0235747 0.00377148 0.0214364 0.0200155 0.00518926 0.00213823 0.00274112 0.0148262 0.00411166 0.0136363 0.0125751 0.0114844 0.00961045 0.00799924 0.00640379 0.00531964 0.00423701 0.002866 0.00309956
internal_count=3121 2934 2773 2401 372 2277 1990 281 124 312 1709 254 1434 1300 1034 967 807 550 413 332 298 208
is_linear=0
shrinkage=0.00381041


Tree=972
num_leaves=23
num_cat=0
split_feature=147 1374 11 48 151 2 151 150 48 0 16 3 160 43 16 43 16 1 133 15 0 15
split_gain=0.00019053 0.000265256 0.000282908 0.000298443 0.000411619 0.000428003 0.000289341 0.000422711 0.000489488 0.000707046 0.00037123 0.000258488 0.000371767 0.00035719 0.000471633 0.000336779 0.000301878 0.000341374 0.000219391 0.00015963 0.00014907 5.49214e-05
threshold=0.089025000000000007 -0.094929999999999987 0.087830000000000005 0.016865000000000002 -0.00099499999999999979 0.113445 0.032230000000000009 0.090735000000000024 0.086260000000000017 -0.062294999999999996 -0.48836499999999994 0.149315 -0.086829999999999977 -0.074359999999999996 0.042200000000000008 -0.09225499999999999 0.31475000000000003 0.078340000000000007 -0.0061299999999999992 0.088850000000000012 -0.10096999999999999 -0.043924999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 11 7 8 -5 10 -10 12 -6 15 18 16 17 -14 19 -15 21 -20
right_child=-2 2 -4 6 5 -7 -8 -9 9 -11 -12 -13 13 14 -16 -17 -18 -19 20 -21 -22 -23
leaf_value=-0.0020759588862887626 0.0013974285339712503 -0.0021151681371456622 -0.0016939275173711455 0.0029994930294418303 -0.0026249553103888188 0.001866198750102876 -0.0011591901685313567 0.0032820654327182703 0.00090887386112028243 0.0026643201089320617 -0.0020469162898100295 0.0015199738070834664 -0.0026779703493606112 -0.002357386000552832 -0.0027001864147284125 0.0019456588856402134 0.0016461808486630772 0.0003236749004128005 0.00039590371474145241 -0.00012587921107812798 -0.00076940320589089493 0.0016867742862228658
leaf_weight=0.0010217771589147153 0.0014155583070802882 0.0015980633712475703 0.0014928830306422105 0.0010593146078401441 0.0010748922818870641 0.0017151174123379844 0.0010611139708913697 0.0011237018377912023 0.0010147075663589078 0.0011166669657765027 0.0019532292046118283 0.0012154653854730144 0.0010074623307021469 0.0010066903759287102 0.0015724373097861233 0.0018417211193177954 0.0010366073903504969 0.0014560896951500979 0.0010144458623244645 0.0010085326531821259 0.0010656951311225349 0.0010584404983227103
leaf_count=51 124 205 118 71 310 274 55 44 39 76 277 37 147 319 152 221 16 67 9 175 299 35
internal_value=0 -9.39328e-05 -1.74912e-05 8.26162e-05 -0.00019632 -5.54512e-06 0.000755211 0.00107932 0.000598126 -2.46529e-05 -0.00103636 -0.000229125 -0.000390881 -0.000191895 -0.000799698 0.000573422 -0.000148625 -0.000903839 -0.000219855 -0.00124061 0.000435555 0.00105504
internal_weight=0 0.0275151 0.0264933 0.0250004 0.0176717 0.0160736 0.00732873 0.00626762 0.00514392 0.0040846 0.00296794 0.0143585 0.013143 0.0120681 0.00672624 0.00534188 0.00350016 0.00246355 0.0051538 0.00201522 0.00313858 0.00207289
internal_count=3121 2997 2946 2828 2266 2061 562 507 463 392 316 1787 1750 1440 989 451 230 214 837 494 343 44
is_linear=0
shrinkage=0.00396435


Tree=973
num_leaves=23
num_cat=0
split_feature=401 484 4 151 1 11 4 15 49 2 2 3 16 4 3 2 15 4 43 2 3 0
split_gain=0.000174148 0.000177051 0.000172231 0.000218395 0.000326617 0.000213791 0.000197067 0.000285295 0.000325966 0.000200577 0.0002936 0.000212331 0.000222726 0.000208553 0.000304687 0.000199153 0.000347291 0.00016824 0.000160967 0.000266966 0.000286175 3.3144e-05
threshold=0.085410000000000014 -0.0068949999999999992 0.27044500000000005 -0.072119999999999976 0.111945 1.0000000180025095e-35 0.098655000000000007 0.088655000000000025 -0.039339999999999993 0.088225000000000012 0.084055000000000005 1.0000000180025095e-35 -0.056919999999999991 -0.49405499999999997 -0.10023499999999998 0.11093500000000002 0.091295000000000015 0.23246000000000003 -0.080954999999999985 0.092875000000000013 0.10732000000000001 -0.075359999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 5 -4 -5 6 7 9 -9 10 11 12 -3 -11 -15 16 17 -8 -16 -20 -21 -22
right_child=-2 2 3 4 -6 -7 15 8 -10 13 -12 -13 -14 14 18 -17 -18 -19 19 20 21 -23
leaf_value=-0.0011226356014161336 -0.0015203846104656471 0.0008436161961668595 -0.00057934196840855629 0.00012172740453253953 0.003019733993469261 -0.0016438054828499425 -0.0021158032703206915 0.00055597177775893814 -0.0024231142576946925 -0.00042660477598181718 -0.001882458662744812 0.0018978238223820703 -0.0012717661031133422 0.0031124933103637334 -0.00052154578958055436 -0.0021899424272106868 0.0016278828335507982 5.6220137762732225e-05 0.0024559318861121773 -0.0011604268316818425 0.00084443111231055309 0.0018601693721360809
leaf_weight=0.0018972465392846352 0.0011646153267352291 0.0016986817315287617 0.0010292755176095625 0.0012003224520142899 0.0012453091245663295 0.0011733470306820584 0.0011774701403348678 0.0011115815175912758 0.0012007875025665795 0.0015409525240404065 0.0011294859146833147 0.0010925705188356005 0.0014499098155176257 0.001087612807346261 0.0011231711860724136 0.0010144495536383857 0.0011106742567790207 0.0010695520493886335 0.0016151141072799913 0.0010965913586579168 0.0010040201773122703 0.0010155498109973848
leaf_count=493 270 147 73 54 189 139 55 34 424 46 360 22 187 51 175 30 21 31 85 159 47 29
internal_value=0 4.52201e-05 0.000133192 0.000952633 0.00159738 2.04184e-06 9.60692e-05 0.000298019 -0.000991034 0.00051318 -8.63238e-05 0.000392014 -0.000130506 0.00089273 0.00118559 -0.000650642 -0.000185579 -0.00108195 0.000827616 0.0011479 0.000469939 0.0013552
internal_weight=0 0.0270837 0.0251864 0.00347491 0.00244563 0.0217115 0.0205382 0.016166 0.00231237 0.0138537 0.00537065 0.00424116 0.00314859 0.00848301 0.00694206 0.00437215 0.0033577 0.00224702 0.00585445 0.00473128 0.00311616 0.00201957
internal_count=3121 2851 2358 316 243 2042 1903 1766 458 1308 716 356 334 592 546 137 107 86 495 320 235 76
is_linear=0
shrinkage=0.00396435


Tree=974
num_leaves=31
num_cat=0
split_feature=39 42 151 4 150 50 457 11 15 3 1375 1 1213 15 3 43 160 3 16 12 2 16 47 14 12 1 133 52 52 4
split_gain=0.00161941 0.00085844 0.000779407 0.00107895 0.00107877 0.00102054 0.00089229 0.000916125 0.000839261 0.000827761 0.000822773 0.000771743 0.000754658 0.00107864 0.000968963 0.00100172 0.000943051 0.000744193 0.000579335 0.000578717 0.000660118 0.000571276 0.00104146 0.00101349 0.000569274 0.000549741 0.000544058 0.000524278 0.000776549 0.000649617
threshold=0.16946000000000003 -0.26584999999999998 -0.5145249999999999 0.27834500000000006 -0.22665999999999997 0.11875500000000001 0.088350000000000026 0.081790000000000015 0.091915000000000011 -0.10519499999999998 -0.43169999999999992 0.077845000000000011 -1.0000000180025095e-35 0.088235000000000022 -0.077774999999999983 -0.074359999999999996 -0.080409999999999995 0.14121000000000003 0.24134000000000003 -0.042789999999999988 0.10672500000000001 -0.54165499999999989 0.096475000000000019 -0.46885499999999997 0.084595000000000017 0.090740000000000015 -1.0000000180025095e-35 0.10263500000000002 -0.085984999999999992 -0.00099499999999999979
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 -4 21 7 8 9 11 -8 18 -11 14 24 16 -16 26 -6 -19 -21 -5 23 -23 -14 -12 -17 28 -28 -30
right_child=-2 2 3 5 6 -7 10 -9 -10 12 25 -13 13 -15 15 17 -18 19 -20 20 -22 22 -24 -25 -26 -27 27 -29 29 -31
leaf_value=-0.0013198860571709868 0.0013199337895596066 -0.0012424747669899511 0.00098939369794437491 0.0013196575614221238 -0.00051062841065368852 -0.00087874485363461697 -0.0006571619303693102 -0.001319656347865528 -0.00079614755728782708 -0.0013196453186224782 2.6916921335512255e-06 0.00076380093060478998 -0.00010538752214311351 0.00039389087646216845 -0.00081603989134224975 -0.0012856698564419869 0.00057810371059449249 -0.00073482009146294232 0.00063154615398652229 -0.0004654606628160096 0.00075562778086358422 -0.00030594290121038482 -0.00077317601026670305 0.0012043914541395248 -0.0012391607623640801 0.0010040360313546951 -0.001072490029723823 -0.0012168313615635443 0.00040791074118071364 -0.0004719139834404329
leaf_weight=0.001329732408539285 0.0011344530152399548 0.0013398957100108069 0.0011198086021693135 0.0011616717955291733 0.0027827124555699278 0.0011299325897198287 0.0014390675544859732 0.0017421786836138145 0.0060934517920276923 0.0013562484802838162 0.0018712716637025997 0.0023690234881712513 0.0010055342779606733 0.0033273117943224398 0.0011055999103746217 0.0018156571057872392 0.0035819898109750161 0.0013172665829870311 0.0010707929710633834 0.0012297996872803188 0.0020657006227082775 0.0012095995465362108 0.0011980269504761054 0.0021463232838003768 0.0033077513969761441 0.0019489030242709759 0.002047490061475532 0.001498082621230524 0.0023684402253598691 0.0038147951720919511
leaf_count=18 23 50 15 57 85 14 17 120 444 340 49 62 141 133 39 123 147 17 8 9 56 34 23 191 623 42 85 53 40 63
internal_value=0 -0.000271513 -0.000247669 -0.000224335 -0.000291251 0.000267144 -0.000320423 -0.000381956 -0.000343205 -0.000266675 0.000193204 0.000171118 -0.000357963 -0.000312175 -0.000405557 -0.000287757 0.000249285 -0.000443565 -0.000193247 4.44927e-06 0.000299948 0.000493677 0.000282976 0.000660011 -0.00097485 0.000513538 -0.000622576 -0.000498825 -0.00036814 -0.000134904
internal_weight=0 0.0597941 0.0584643 0.0571244 0.0502789 0.00684555 0.0491591 0.0438998 0.0421576 0.0360642 0.00525924 0.00622253 0.0298417 0.0284854 0.0251581 0.0208448 0.00468759 0.0161572 0.00385351 0.00461277 0.0032955 0.00571562 0.00455395 0.00335592 0.00431329 0.00382017 0.0115445 0.00972881 0.00823073 0.00618324
internal_count=3121 3098 3080 3030 2711 319 2696 2588 2468 2024 108 155 1869 1529 1396 632 186 446 93 82 65 305 248 225 764 91 364 241 188 103
is_linear=0
shrinkage=0.00131955


Tree=975
num_leaves=21
num_cat=0
split_feature=3 39 47 50 48 1 4 48 15 52 0 43 4 1 4 0 16 1 133 0
split_gain=0.000175492 0.000233749 0.000360256 0.000459188 0.000335375 0.000513685 0.000660985 0.000359336 0.000344661 0.000297056 0.000433353 0.000514692 0.00035673 0.000297115 0.000301274 0.000295913 0.000241469 0.00013678 0.000117167 0.000107647
threshold=0.30112000000000005 0.13507500000000003 0.13148500000000005 0.10647500000000001 0.11951500000000001 0.111945 0.09173000000000002 0.092475000000000016 0.095175000000000023 0.11434500000000002 -0.077999999999999986 -0.0037449999999999996 -0.49405499999999997 0.092695000000000013 0.053180000000000012 -0.10474999999999998 -0.088159999999999988 0.090740000000000015 0.084760000000000016 -0.033209999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 7 -7 8 9 10 11 15 -12 14 16 -1 -13 -9 19 -14
right_child=-2 -3 -4 -5 -6 6 -8 17 -10 -11 12 13 18 -15 -16 -17 -18 -19 -20 -21
leaf_value=-0.0002289577451450229 0.0014403890945539764 0.0016487137392994481 -0.0020238348043634274 -0.0024820554269905809 -0.0018785112034770408 -0.00077416527193359473 0.0027970983630093986 0.00043219558434801341 -0.0019820140002135955 -0.0016015065548660476 -0.00053108133856096245 0.00084551771335168431 0.0017987127309874362 -0.0011253479933906894 0.0021867132115073987 -0.0027324522399889291 -0.0012238167552234402 0.0021661364370924754 0.0025483359733165004 0.00028634129031302331
leaf_weight=0.0010299998728893131 0.0010512005429021967 0.0010047365310636982 0.001309288042058653 0.0010014441200083537 0.0011515216633997119 0.0010705075244672449 0.0019827002610122157 0.0013077040273632426 0.0014255515173862135 0.0015911386220661674 0.0016112974498216914 0.0020019885173050422 0.0013869998135994654 0.0017501893291793635 0.0012429241916995792 0.0016443461087269949 0.0012156949141424135 0.0011441423725706557 0.0010835781073315065 0.0011586465635247201
leaf_count=102 132 37 54 299 45 87 165 119 305 96 109 128 119 63 50 755 162 51 178 65
internal_value=0 -8.47738e-05 -0.000151481 -5.26336e-05 4.9595e-05 0.000147631 0.00154495 -7.01026e-05 -0.000257675 -0.000101273 6.77154e-05 -0.000424939 0.000902997 0.000153487 0.000655258 -0.00176825 6.36883e-05 0.00124133 0.0015397 0.00111036
internal_weight=0 0.0271144 0.0261097 0.0248004 0.0237989 0.0226474 0.00305321 0.0195942 0.0171424 0.0157168 0.0141257 0.00888514 0.00524052 0.0062108 0.00446061 0.00267435 0.00321768 0.00245185 0.00362922 0.00254565
internal_count=3121 2989 2952 2898 2599 2554 252 2302 2132 1827 1731 1260 471 403 340 857 290 170 362 184
is_linear=0
shrinkage=0.00366245


Tree=976
num_leaves=31
num_cat=0
split_feature=14 39 42 123 133 1456 151 1348 13 13 403 456 401 1425 4 1374 11 4 159 52 16 4 3 1213 1374 457 52 47 52 0
split_gain=0.00163576 0.00148293 0.0013395 0.00162548 0.00146872 0.00143235 0.00118336 0.00128679 0.00113331 0.00239021 0.0012027 0.00113513 0.00111478 0.00106302 0.00176867 0.00139306 0.00122992 0.00125154 0.00141534 0.00124784 0.00146571 0.00141942 0.00148836 0.00114305 0.00103297 0.00137309 0.00103729 0.000952096 0.000868076 0.000806049
threshold=0.076175000000000007 0.16946000000000003 -0.26584999999999998 1.0000000180025095e-35 -1.0000000180025095e-35 0.075120000000000006 -0.5145249999999999 0.090205000000000021 -0.53104499999999988 -0.15078499999999997 -0.092474999999999988 0.090775000000000008 0.10076500000000001 1.0000000180025095e-35 0.50500500000000004 0.093235000000000012 0.088215000000000002 0.36766000000000004 0.091530000000000014 -0.24164999999999998 0.23311500000000004 -0.49013999999999996 -0.12018999999999998 -1.0000000180025095e-35 -0.094929999999999987 0.097575000000000009 0.19022000000000003 0.11635500000000001 0.11434500000000002 -0.10607499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 5 -5 6 -4 8 -8 28 -11 12 13 14 15 16 17 18 19 27 21 -21 -23 -24 -25 26 29 -12 -10 -26
right_child=-2 -3 3 4 -6 -7 7 -9 9 10 11 -13 -14 -15 -16 -17 -18 -19 -20 20 -22 22 23 24 25 -27 -28 -29 -30 -31
leaf_value=-0.001400644506101762 -0.0010001717148767244 0.0014009011815069845 -0.0014004652443107507 -0.00081131580022457254 0.0010360487629202154 -0.0014005048356250437 -0.00098543014461145175 0.0013747429821772644 0.00090031567913265447 -0.0013553153966812518 -0.0011036907161823923 -0.0012817673797558935 -0.0014004063168512959 -0.0014011758780659153 0.0013488073627634331 -0.0014005865379765872 -0.0013503941379164153 0.0014005819452602112 -0.0010131243830102912 -0.0014005995234446281 0.0013620945734404578 0.00094589089429257729 -0.0014004262662252129 -0.0007457593831618058 0.00056711834886879315 0.0014007816532411468 -0.00072896923276945204 0.00034654773953399551 -0.00026720502364583205 9.215303738223728e-06
leaf_weight=0.0013566134440594615 0.0033072942463761015 0.0014645391533179 0.0012069200053588238 0.0010228361521740226 0.0048236354573116804 0.0015187539591696711 0.0023422056793833681 0.0013063834017827949 0.0070732883405568714 0.0014549860270465223 0.0028770290521027411 0.0014644739141758114 0.0011427548323514882 0.0010440297779998877 0.0019086632013447504 0.0014025557093049193 0.0012593312358717404 0.0013115336347908615 0.0024910318638067244 0.0012123056077370927 0.0018644038159187906 0.0039927835771891148 0.0010464730298949112 0.00266225970403866 0.0073834530975318341 0.0016637617009109809 0.0027249896397627529 0.0012837749014238398 0.0015165038326934166 0.016263413174042056
leaf_count=17 101 23 44 28 226 230 16 29 120 325 171 49 124 64 61 30 48 31 161 17 19 48 287 27 71 6 214 17 28 489
internal_value=0 4.76145e-06 -2.12456e-05 2.97398e-06 0.000712854 -5.51387e-05 -2.59069e-05 -1.756e-06 -2.84416e-05 6.01925e-06 -9.86903e-05 -6.54465e-05 -3.21732e-05 -2.32974e-06 2.61123e-05 -2.49521e-05 1.52132e-05 5.1978e-05 1.30752e-05 7.25591e-05 0.000150685 8.95593e-05 0.00014011 3.87591e-05 8.78201e-05 0.000166977 8.91378e-05 -0.000656234 0.000694193 0.000183414
internal_weight=0 0.0800857 0.0786211 0.0772645 0.00584647 0.0714181 0.0698993 0.0686924 0.067386 0.0650438 0.056454 0.054999 0.0535345 0.0523918 0.0513478 0.0494391 0.0480365 0.0467772 0.0454657 0.0429746 0.0388138 0.0369494 0.0357371 0.0317444 0.0306979 0.0280356 0.0263719 0.0041608 0.00858979 0.0236469
internal_count=3121 3020 2997 2980 254 2726 2496 2452 2423 2407 2259 1934 1885 1761 1697 1636 1606 1558 1527 1366 1178 1159 1142 1094 807 780 774 188 148 560
is_linear=0
shrinkage=0.00140032


Tree=977
num_leaves=21
num_cat=0
split_feature=147 11 1374 48 151 2 43 16 16 1 159 403 160 133 13 52 0 0 1 0
split_gain=0.000189715 0.000240946 0.000254769 0.000260855 0.000319756 0.000342116 0.000281073 0.000300797 0.000376231 0.000276687 0.000206065 0.00024499 0.000280198 0.0004591 0.000254266 0.000338971 0.000336201 0.000311847 0.00014926 8.02201e-05
threshold=0.089025000000000007 0.087830000000000005 -0.094929999999999987 0.016865000000000002 -0.00099499999999999979 0.113445 -0.052894999999999991 -0.25582999999999995 -0.062804999999999986 0.091785000000000019 0.091530000000000014 0.10301500000000001 -0.082299999999999984 -0.0061299999999999992 -0.077799999999999994 0.10160000000000001 -0.060129999999999996 -0.10096999999999999 0.093100000000000002 -0.10607499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 -4 10 9 -8 -9 -5 11 12 -6 -14 15 -15 17 19 -18 -16
right_child=-2 -3 3 6 5 -7 7 8 -10 -11 -12 -13 13 14 16 -17 18 -19 -20 -21
leaf_value=-0.0019604208961665217 0.0013828912237497768 -0.0016932072301553119 -0.0019109165625422427 0.0006109024722698031 -0.0017475956088603502 0.0016900480171710588 -0.001263223195030545 0.0022893577434910245 -0.00039911593469611713 0.0034141737267905604 -0.0017937110889297582 -0.0018889733875562019 -0.0016120171196136624 0.0026051538766305332 0.0011340844704248289 -0.00014778343855673213 0.002244170866726423 -0.0021062251585532601 0.00025682198805143067 -0.00041761860461116249
leaf_weight=0.0010146894807441234 0.0014213784457872683 0.0014187660885651701 0.0015555947187086963 0.001232244032837837 0.0011761296392109885 0.0016344048541825371 0.0015592905611896413 0.0015289045038091587 0.0017595268432373237 0.0010043799941179543 0.0012053166197282814 0.0010762426698709424 0.0016727399005326314 0.0019009108201346603 0.0010174197302568189 0.0011153928947376102 0.001268633031369145 0.0013523560827741754 0.0011167795645312673 0.00107882936435999
leaf_count=51 124 118 205 144 278 274 53 118 124 123 172 148 416 185 44 50 29 385 69 11
internal_value=0 -0.000103509 -1.42557e-05 6.71603e-05 -0.000196913 -2.6163e-05 0.000707211 0.000170848 0.000850848 0.00186974 -0.000226795 -7.89619e-05 8.75463e-05 0.000292654 0.000652644 0.00158715 0.000169485 -0.00062201 0.00131375 0.000335504
internal_weight=0 0.0266886 0.0252698 0.0242551 0.0171707 0.0156152 0.00708435 0.00484772 0.00328843 0.00223662 0.0139808 0.0127754 0.0116992 0.0105231 0.00885032 0.0030163 0.00583402 0.00344861 0.00238541 0.00209625
internal_count=3121 2997 2879 2828 2266 2061 562 295 242 267 1787 1615 1467 1189 773 235 538 440 98 55
is_linear=0
shrinkage=0.00396435


Tree=978
num_leaves=22
num_cat=0
split_feature=457 15 1 11 3 15 16 2 15 13 15 3 42 52 52 16 47 52 3 43 52
split_gain=0.000176846 0.000263698 0.000362685 0.000259995 0.000260413 0.000517969 0.000241688 0.000314967 0.000256407 0.000230504 0.000229376 0.000426878 0.000377443 0.000314045 0.000260741 0.000227495 0.00022214 0.000136809 0.000167821 0.000115396 0.000106498
threshold=0.088350000000000026 0.091915000000000011 0.10920500000000001 0.087830000000000005 -0.10519499999999998 -0.015744999999999999 -0.25582999999999995 0.11293500000000002 -0.14601999999999996 -0.010384999999999998 -0.016799999999999995 0.092670000000000016 -0.088669999999999985 -0.088614999999999985 0.091820000000000013 -0.094359999999999986 0.086380000000000012 0.077655000000000016 -0.0087149999999999988 -0.027014999999999997 -0.013374999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 4 5 -1 8 10 -6 -10 11 13 -12 -8 17 -2 -15 18 -14 -7 -9
right_child=15 2 -4 -5 6 19 7 20 9 -11 12 -13 14 16 -16 -17 -18 -19 -20 -21 -22
leaf_value=0.0025887911554974339 -0.00037237292653049452 -0.0019673984138761655 0.00044280278806980527 -0.0013700306010192293 0.00044199952938925931 0.00062603207790209536 -0.0014543687690148589 0.0019358735774958847 -0.0004633373745232544 -0.0025036571620408142 0.001972982315217336 -0.002315189410423807 -0.00098419606680109537 0.0012551236611708595 -0.0013014317779584601 0.0014475608822041937 -0.0004320911045271479 0.0013707173978820284 0.00078043166523090394 -0.00074194593505830665 0.00057215593728821728
leaf_weight=0.0011934850913775108 0.0011606479656727231 0.0016674986456091103 0.0010247330322101789 0.0013104125440568373 0.0010672152836752602 0.0014799127510602972 0.0012815205676711683 0.0010396699462686954 0.0011579456250707665 0.0010953420362969047 0.001152066026472609 0.0011316132166818704 0.0010237793826610685 0.0015945277531118594 0.0012622180000516625 0.0017525404877183339 0.0015786730965693385 0.0010239507508369439 0.0011785919959628327 0.0010875118547559693 0.0013228542926484463
leaf_count=84 56 437 32 108 143 93 245 158 88 35 149 38 317 355 135 102 149 196 64 63 74
internal_value=0 -0.000108171 -0.00105001 7.18442e-06 9.44918e-05 0.000853326 -7.42789e-05 0.000114141 -0.000845406 -0.00145515 -0.000108527 -0.000566472 0.000345011 -0.000122253 -7.28372e-05 0.000722478 0.000415731 0.00040782 -3.98612e-05 4.65828e-05 0.00117228
internal_weight=0 0.0246735 0.00269223 0.0219813 0.0206709 0.00376091 0.01691 0.0135895 0.0033205 0.00225329 0.0112269 0.00558633 0.00564061 0.00445472 0.00448854 0.00291319 0.0031732 0.00322632 0.00220237 0.00256742 0.00236252
internal_count=3121 2963 469 2494 2386 240 2146 1880 266 123 1648 787 861 749 712 158 504 577 381 156 232
is_linear=0
shrinkage=0.00318838


Tree=979
num_leaves=20
num_cat=0
split_feature=128 124 484 1 0 151 15 47 42 13 3 15 42 15 52 2 12 0 49
split_gain=0.000188033 0.00017301 0.000209496 0.000183921 0.00043401 0.000376571 0.000584556 0.000380209 0.00018549 0.000290439 0.000257798 0.000260508 0.000332531 0.000234805 0.000243206 0.0002511 0.0002781 0.000185184 0.000141152
threshold=0.086435000000000012 -0.043384999999999993 -0.0068949999999999992 0.12337000000000002 -0.052984999999999997 0.086470000000000005 0.095175000000000023 0.10813000000000002 0.091735000000000025 -0.014169999999999999 -0.15447499999999995 0.088345000000000021 -1.0000000180025095e-35 -0.10653 0.11434500000000002 0.088930000000000023 0.078300000000000008 -0.10224499999999999 -0.047584999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 5 -5 6 7 8 10 -10 -4 12 -12 -14 15 17 18 -15 -17
right_child=-2 2 3 4 -6 -7 -8 -9 9 -11 11 -13 13 14 -16 16 -18 -19 -20
leaf_value=0.0012523975397759472 -0.0017002439535531205 -0.0014973815909760184 0.0023079555385267132 0.0026780988748191146 -0.0005405201485862239 0.0023126234207644994 -0.0029913406091090526 -0.002513420192940962 -0.0026394633335398948 0.00049823321776130047 -0.0022941058202742334 0.0017219092904252303 0.0015214146354277668 -0.0018198498248982353 -0.0019872523605503518 0.00090564811136551772 0.0020887868960924433 0.00016588323352823332 -0.0012957365104438207
leaf_weight=0.0019535045550771448 0.0011359268608376874 0.0016473973740301342 0.0010513763060710996 0.0014502778544658312 0.0015171919471379516 0.0010876696529074073 0.0012676683202621488 0.001025299045229743 0.0010238517996766783 0.0010654965419405462 0.0010899084160885817 0.0016133234765846058 0.0018172149292254814 0.0014783041188088895 0.0011034752507630419 0.0010435998104476596 0.0017776414947512365 0.0018988730942410981 0.0010187513741435339
leaf_count=247 207 468 127 113 85 68 273 72 236 26 408 154 76 40 73 41 82 269 56
internal_value=0 4.84909e-05 -4.95951e-05 5.72159e-05 0.0010325 -9.22553e-05 -0.000235388 -2.99658e-05 0.000129358 -0.00103934 0.000305124 0.000141141 -8.60008e-05 0.00015139 -0.000147821 0.00013342 0.000869329 -0.000703339 -0.000181782
internal_weight=0 0.0259308 0.0239773 0.0223299 0.00296747 0.0193625 0.0182748 0.0170071 0.0159818 0.00208935 0.0138925 0.0128411 0.0112278 0.0101379 0.00832065 0.00721717 0.00383999 0.00337718 0.00206235
internal_count=3121 2914 2667 2199 198 2001 1933 1660 1588 262 1326 1199 1045 637 561 488 179 309 97
is_linear=0
shrinkage=0.004207


Tree=980
num_leaves=31
num_cat=0
split_feature=39 42 2 31 1365 14 1213 156 15 38 3 375 376 48 48 150 158 13 403 133 160 160 1429 403 49 131 52 16 4 4
split_gain=0.00203601 0.00141234 0.00140761 0.00125865 0.00116172 0.00122495 0.00120674 0.00106366 0.00101858 0.000978824 0.00170088 0.000989617 0.00139686 0.00109373 0.0010892 0.00120369 0.00117207 0.00126056 0.00150798 0.00150545 0.00143066 0.00126656 0.00121318 0.00116063 0.00111657 0.000908003 0.00120154 0.00114916 0.00119223 0.00121366
threshold=0.16946000000000003 -0.26584999999999998 0.17025000000000004 -1.0000000180025095e-35 1.0000000180025095e-35 0.076175000000000007 -0.082704999999999987 -1.0000000180025095e-35 -0.47006499999999996 0.12566000000000002 0.30112000000000005 0.087005000000000013 0.088055000000000008 0.12649500000000002 0.092475000000000016 -0.22665999999999997 0.087355000000000016 -0.094514999999999988 -0.088999999999999982 -0.11008499999999999 -0.11051499999999999 -0.081069999999999989 -1.0000000180025095e-35 0.104315 1.0000000180025095e-35 0.10033500000000002 -0.24456499999999998 0.23311500000000004 -0.42529999999999996 -0.076229999999999978
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 5 6 -5 -8 -9 10 11 12 13 14 15 -10 17 -17 -19 -20 -21 -22 -23 24 25 26 -24 28 -28 -30
right_child=-2 2 -4 4 -6 -7 7 8 9 -11 -12 -13 -14 -15 -16 16 -18 18 19 20 21 22 23 -25 -26 -27 27 -29 29 -31
leaf_value=-0.0011490668045994004 0.0011492739416777665 0.0011490218285573511 0.001146849691757836 -0.0010141107204406524 -0.00095281824537680646 -0.00083694546015582313 -0.0011488036724377525 0.0011488508843845661 0.00082248855307166032 -0.0010888140442921355 0.0011488215735769778 -0.0011346220549391572 0.0011490920246021896 -0.00060290878430307483 0.00043869242675450914 0.00033835006483511591 -0.0010234542683355819 -0.0011400988004080933 -0.0011179579727766335 -0.00095403154878851164 0.00064060112824844753 -0.0011491510603050376 -0.0011488539198072343 -0.0011489644842611133 -0.0009056496540950081 0.00093628117699452306 -0.0011490061594589961 0.0011110284536471808 0.00060972553009580523 -6.6266214069878921e-05
leaf_weight=0.0015137590255704927 0.001912873371168188 0.0011396315420100214 0.001321289327300689 0.0015635516696921306 0.0019055781448429334 0.0024844709651254951 0.0010357753648966286 0.001046228517537883 0.0020734153454213802 0.0010595001574529297 0.001727943192143754 0.0010094039571342242 0.001393813555004896 0.0038962519331775516 0.0073598831453516303 0.0093885392502031095 0.0016480774559495251 0.00186289519732341 0.0017509507002113614 0.002054429007955604 0.0039850032595580833 0.0012694925139120619 0.0010482287414195204 0.0011095816479027567 0.001510940136155269 0.0016445897758572406 0.0010545942679698076 0.001415089067464236 0.0047121514207475205 0.013678801558658242
leaf_count=18 23 81 54 289 62 96 158 65 22 10 77 23 33 48 175 104 161 322 173 163 151 79 69 23 117 38 9 18 151 309
internal_value=0 -5.01944e-05 -2.86335e-05 -4.91159e-05 -6.73974e-05 -4.42158e-05 -1.61997e-05 6.50016e-06 2.41758e-05 6.5223e-06 2.42146e-05 -6.21245e-06 1.19085e-05 -1.38798e-05 2.59871e-05 -3.45119e-05 -7.14285e-05 -3.76756e-05 -0.000132841 -7.95851e-05 -2.52846e-05 3.54261e-05 -5.245e-05 7.42339e-07 5.1639e-05 0.000113048 5.12525e-05 0.000111557 3.88234e-05 0.000106937
internal_weight=0 0.0786639 0.0771501 0.0758288 0.0746892 0.0727836 0.0702991 0.0687356 0.0676998 0.0666536 0.0655941 0.0638661 0.0628567 0.0614629 0.0575667 0.0502068 0.0481334 0.0464853 0.0370967 0.0352339 0.0334829 0.0314285 0.0274435 0.026174 0.0250644 0.0235535 0.0219089 0.0208606 0.0194455 0.018391
internal_count=3121 3098 3080 3026 2945 2883 2787 2498 2340 2275 2265 2188 2165 2132 2084 1909 1887 1726 1622 1300 1127 964 813 734 711 594 556 487 469 460
is_linear=0
shrinkage=0.00114875


Tree=981
num_leaves=21
num_cat=0
split_feature=1213 456 52 1 0 133 43 16 0 0 2 3 42 49 16 3 16 4 1 1
split_gain=0.000185252 0.000182157 0.000167625 0.000217838 0.000400701 0.000269832 0.000277918 0.000229972 0.000250872 0.000261042 0.000169045 0.000339865 0.00015838 0.000287578 0.000243527 0.000325447 0.000371763 0.000153978 0.000136263 0.000110821
threshold=-1.0000000180025095e-35 0.087485000000000021 -0.24164999999999998 0.10439500000000002 -0.036484999999999997 -0.085499999999999979 -0.15582499999999996 0.15891500000000003 0.041630000000000007 -0.082974999999999979 1.0000000180025095e-35 0.12178000000000001 0.088200000000000014 -0.082254999999999981 -0.094359999999999986 0.090900000000000009 -0.056919999999999991 0.024790000000000003 0.11392000000000001 0.13075500000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 17 5 10 -4 -7 8 9 12 -5 18 13 -8 -15 16 -16 -2 -12 -13
right_child=1 -3 3 4 -6 6 7 -9 -10 -11 11 19 -14 14 15 -17 -18 -19 -20 -21
leaf_value=-0.0017611515575786537 -0.0019646573733858295 -0.0015896602033629199 0.0014406058330342464 -0.00070018715478320503 0.0029327457008836945 0.0011544316848718038 -0.0024206013478001174 -0.0020053720481799744 0.0015985406932821022 -0.0020622625448007683 0.002925742509758726 0.00050479309868046648 0.0012455052922850888 -0.0013102610378233771 0.0014766968175725587 0.0025496139012333337 -0.0019618539345499213 3.9210743188744052e-05 0.0008994435043157312 -0.0013558013547805801
leaf_weight=0.0010047342620691504 0.0011921074866234607 0.0011121540776692909 0.0018010192333375316 0.0017705615164480548 0.0012548153838300982 0.0019968139215649225 0.0010372076393350173 0.0015235795108594638 0.0010735742187222294 0.0015265821307954841 0.0011481186196142801 0.0011851025699733952 0.0011150606535115237 0.0016523668404979652 0.0010508862271958463 0.0010284889224294602 0.0010893434000681622 0.0014406626372519549 0.0011107629337381297 0.0010075875963950764
leaf_count=491 257 165 270 121 124 117 60 82 50 425 76 47 137 136 119 32 177 70 97 68
internal_value=0 4.36314e-05 0.000116277 0.000232124 0.000806564 -5.62331e-05 -0.000262118 -0.000517012 -0.000280147 -0.000517432 0.000377778 0.000806527 -0.000179243 -0.000450428 -2.65655e-05 0.000642833 -0.000273472 -0.000868133 0.00192935 -0.000350189
internal_weight=0 0.0261168 0.0250046 0.0223719 0.00747695 0.0148949 0.0130939 0.0110971 0.00957351 0.00849994 0.00622213 0.00445157 0.00697335 0.00585829 0.00482109 0.00316872 0.00214023 0.00263277 0.00225888 0.00219269
internal_count=3121 2630 2465 2138 533 1605 1335 1218 1136 1086 409 288 661 524 464 328 296 327 173 115
is_linear=0
shrinkage=0.00412451


Tree=982
num_leaves=21
num_cat=0
split_feature=128 2 453 4 158 16 49 2 3 43 4 52 4 15 15 13 13 1 1 51
split_gain=0.000165124 0.000169171 0.000167604 0.000246684 0.000257872 0.000230975 0.000209727 0.000246468 0.000281089 0.00024184 0.000419003 0.000228276 0.000441605 0.000229968 0.000310692 0.000403312 0.000271302 0.000262413 0.000693993 0.000320432
threshold=0.086435000000000012 -0.0091949999999999983 1.0000000180025095e-35 0.27834500000000006 1.0000000180025095e-35 -0.15241499999999997 0.13984500000000002 0.13712500000000002 0.149315 -0.50775499999999985 -0.46376499999999993 0.10160000000000001 -0.15764999999999998 -0.016799999999999995 0.024640000000000006 -0.0034749999999999994 -0.086589999999999986 0.094385000000000011 0.11212500000000002 0.045645000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 6 -5 7 8 9 -3 -11 12 -12 17 -15 16 -16 19 -19 -14
right_child=-2 2 -4 5 -6 -7 -8 -9 -10 10 11 -13 13 14 15 -17 -18 18 -20 -21
leaf_value=0.0012439996705883335 -0.0015253033283222075 0.0017031132871906177 -0.0015489090076128793 0.0025210518099922623 -0.0020894825619247161 -0.00011051335499718556 0.0017857646556536245 -0.0019378837332834429 0.0016829070412782735 -0.0026103996463943836 0.0023056916354134119 -0.0013928562463209697 -0.0035164453266148909 0.0017046132071810826 -0.00072265040920832058 -0.0021717495725009127 0.001960688525852084 0.002295652480685622 -0.0020407450340347659 -0.00041849999435602506
leaf_weight=0.0017939095941337238 0.0011414641346313972 0.0010821961890385918 0.0011511064027338582 0.0011948071405583072 0.0010180986492279711 0.0010033041472992102 0.0010170448629691622 0.0011210118382543035 0.0015139659498899496 0.0011594426751653153 0.0013520671523679023 0.0018587182938394351 0.0010043228477395975 0.0019417833877204676 0.0012006519338862934 0.0012414002359784123 0.0012654193197760844 0.0011907886859319206 0.001223452549055537 0.0011960890812505731
leaf_count=177 207 42 77 168 281 65 71 62 44 151 34 396 358 178 167 158 317 60 44 64
internal_value=0 4.66691e-05 -4.38235e-05 3.28888e-05 -0.00010588 0.0013199 -1.6116e-06 -0.000100669 1.88606e-05 -0.000141438 -0.000277843 -7.7136e-05 0.000133398 -0.000152759 0.000394286 -0.000291997 0.000654256 -0.000822451 9.81187e-05 -0.00183248
internal_weight=0 0.0255296 0.0237357 0.0225846 0.0203865 0.00219811 0.0193684 0.0183513 0.0172303 0.0157163 0.0146341 0.0134747 0.011616 0.0102639 0.00564925 0.00370747 0.00246607 0.00461465 0.00241424 0.00220041
internal_count=3121 2914 2737 2660 2427 233 2146 2075 2013 1969 1927 1776 1380 1346 820 642 484 526 104 422
is_linear=0
shrinkage=0.00404364


Tree=983
num_leaves=31
num_cat=0
split_feature=39 42 9 401 133 1365 52 33 1456 1374 38 3 1456 14 1374 133 160 1 474 0 43 16 16 2 453 13 159 2 12 4
split_gain=0.00147512 0.00116721 0.00110322 0.000834035 0.000765945 0.000808718 0.000729294 0.000706259 0.00072844 0.000700579 0.000681767 0.000942099 0.000730256 0.00069718 0.000796537 0.000776648 0.000954794 0.00112139 0.000986628 0.000916686 0.00110832 0.000806074 0.00138922 0.00104492 0.00108024 0.000851331 0.000790154 0.000761998 0.00112258 0.000691586
threshold=0.16946000000000003 -0.26584999999999998 -0.036024999999999995 0.10076500000000001 0.18829500000000002 1.0000000180025095e-35 -0.53299999999999992 -0.0066799999999999993 -1.0000000180025095e-35 0.10637000000000001 0.12566000000000002 0.31299000000000005 0.075120000000000006 0.078400000000000011 -0.094929999999999987 -0.25159999999999993 -0.40698999999999991 0.077565000000000009 -1.0000000180025095e-35 -0.087634999999999977 0.13895500000000002 0.15891500000000003 0.5136400000000001 0.073895000000000002 1.0000000180025095e-35 -0.094514999999999988 0.091070000000000012 -0.0091949999999999983 0.090455000000000021 -0.51843499999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 6 -4 -8 -9 10 11 12 13 14 -10 -16 -17 19 -19 20 -18 23 -23 25 -25 -20 29 -27 -29 -21
right_child=-2 2 3 -5 -6 -7 7 8 9 -11 -12 -13 -14 -15 15 16 17 18 21 26 -22 22 -24 24 -26 27 -28 28 -30 -31
leaf_value=-0.0012685834965277241 0.0012687853379175385 0.0012685826492451193 -0.00094903269025902674 -0.0011974072727157614 -0.00083721221465789285 -0.00093144337717140631 -0.0009077393448422141 -0.00068518253223804997 -0.00059909890890329903 -0.0008713890050046656 -0.00090881666039131814 0.001268373369192656 -0.00091475911382048409 -0.00078141858042125596 -0.00058483482864519099 -0.00070821420702162541 -0.00082651336241183011 -0.00075554625135782567 0.00096376748345368966 -0.00031272476308414932 0.00065055939958500331 -0.001091835145167815 0.0008399552239838552 0.00096175512338076579 -0.00034366689872239892 0.00062563515120422192 -0.00074369021821156164 -0.0012650534400935581 0.00022291293218354332 0.00053074628427756353
leaf_weight=0.0012497316128836635 0.0013838910265846485 0.0010340529426162695 0.0012199539252395466 0.0010068180786473304 0.001841669009857049 0.0014763853190018486 0.0012268585954302571 0.0019937559347980019 0.0020757286939527822 0.0011726158017779644 0.0010119960547854126 0.0011675051617601176 0.0010824448634156872 0.0012833634019990816 0.0019026518073133039 0.0016195492739266007 0.0033531733223686041 0.0010152710431441383 0.0018319508203035184 0.0019956333817390129 0.0010804903309491465 0.0012526701939350451 0.0011472762179565166 0.01085092226921347 0.0011254591372562581 0.0017869659900924262 0.0012055206037828716 0.0014027417972393144 0.0019486311316967431 0.0072250072192883456
leaf_count=18 23 89 188 163 284 62 29 271 48 28 12 97 207 49 166 131 192 22 23 13 9 39 18 265 16 45 45 100 58 411
internal_value=0 -5.57813e-05 -2.98e-05 -5.32297e-05 -3.27669e-05 -5.56033e-06 2.0242e-05 4.30881e-05 6.61734e-05 9.70365e-05 0.000121012 0.000143495 0.000114431 0.000139691 0.000167298 0.000206342 0.000245098 0.000286578 0.000466034 1.65216e-05 -0.000466549 0.000524134 -0.000168357 0.000611851 0.00083908 0.000221425 0.000221944 -4.32396e-05 -0.000399886 0.000348193
internal_weight=0 0.0595868 0.0583371 0.057303 0.0562962 0.0544545 0.0529781 0.0517582 0.0505313 0.0485376 0.047365 0.046353 0.0451855 0.044103 0.0428196 0.0407439 0.0388413 0.0372217 0.0223619 0.0148598 0.00443366 0.0213466 0.00239995 0.0189467 0.0119764 0.00697029 0.0104262 0.00513834 0.00335137 0.00922064
internal_count=3121 3098 3080 2991 2828 2544 2482 2294 2265 1994 1966 1954 1857 1650 1601 1553 1387 1256 586 670 201 564 57 507 281 226 469 203 158 424
is_linear=0
shrinkage=0.00126831


Tree=984
num_leaves=21
num_cat=0
split_feature=124 42 42 42 123 50 133 43 48 4 3 52 42 13 49 16 0 48 3 1
split_gain=0.000170333 0.000306251 0.000209598 0.000367974 0.000267602 0.000363111 0.000288537 0.000302403 0.000337684 0.000365149 0.00025433 0.000220338 0.000269419 0.000256698 0.000216294 0.000298099 0.000409657 0.000123811 0.000277442 2.06705e-05
threshold=0.10195500000000002 -0.11051499999999999 -0.091214999999999977 -1.0000000180025095e-35 1.0000000180025095e-35 0.10647500000000001 0.10622000000000002 -0.20207499999999998 0.11951500000000001 0.24564500000000003 -0.088084999999999983 0.14295500000000003 0.086325000000000013 -0.077944999999999987 -0.087004999999999985 0.22339500000000004 -0.084269999999999984 0.085700000000000012 0.084940000000000015 0.091900000000000023
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 5 6 7 -5 9 11 -11 12 14 -14 -9 16 17 18 19 -16
right_child=-2 2 3 4 -6 -7 -8 8 -10 10 -12 -13 13 -15 15 -17 -18 -19 -20 -21
leaf_value=-0.002619171428560422 0.0017867911137924282 0.0019626309613151706 -0.0024262771749108268 0.0023380256357439697 0.0022064194373130042 -0.0027543787347665142 -0.0024308151448047747 -0.0018436019474950089 -0.002359680858603567 0.0036876319671742945 0.00072432433738487301 0.0018814587390405023 -0.0032942332974984362 -0.00028952322610735726 -0.0010672292740787897 -0.0020225910865748885 0.0027201716580918453 -0.0012324547023614674 0.0022991482194632045 -9.3684379231828482e-05
leaf_weight=0.0010845570785298899 0.0011601969950554283 0.0012139983606100904 0.0014827100910894666 0.0014523323648720768 0.0012790235892443649 0.0011143497141105066 0.001010072180756715 0.0011771917362377602 0.0012666485933312535 0.001037105944174499 0.001944643018647608 0.0011569960368647001 0.0012311249415147829 0.0014414015993484694 0.0010359196159085374 0.0010347286313923121 0.0018113685007188395 0.0013344239107642153 0.0012557686981722327 0.0010019048413596465
leaf_count=167 42 150 528 55 212 253 224 59 47 57 147 137 313 154 218 138 89 84 34 13
internal_value=0 -0.000106722 5.49794e-06 -9.75013e-05 6.24662e-05 -7.25761e-05 8.31411e-05 0.000222803 3.91722e-05 0.000235679 0.00175502 -0.0001273 -0.000332542 -0.00167367 8.17544e-05 0.000385003 0.000771873 9.32468e-06 0.000512441 -0.000588582
internal_weight=0 0.0253663 0.0242817 0.0230677 0.021585 0.020306 0.0191916 0.0181816 0.0167292 0.0154626 0.00298175 0.0124808 0.0113238 0.00267253 0.00865131 0.00747411 0.00643939 0.00462802 0.00329359 0.00203782
internal_count=3121 3079 2912 2762 2234 2022 1769 1545 1490 1443 204 1239 1102 467 635 576 438 349 265 231
is_linear=0
shrinkage=0.00483252


Tree=985
num_leaves=19
num_cat=0
split_feature=41 124 12 12 14 1429 49 52 13 47 51 0 15 12 16 43 15 52
split_gain=0.000178323 0.000202501 0.000191893 0.000245328 0.000209 0.000203439 0.000252642 0.000175673 0.000240587 0.000168176 0.000185275 0.000240619 0.000147137 0.000286209 0.000327015 0.000323877 0.00017599 0.00012804
threshold=0.078475000000000017 0.0049200000000000008 0.11650500000000001 0.10589000000000003 -0.10708499999999999 0.084545000000000009 0.0093850000000000027 0.11125500000000001 -0.14819499999999997 0.096300000000000011 0.087505000000000013 -0.22491999999999998 0.088235000000000022 0.084100000000000022 -0.056919999999999991 -0.081374999999999989 0.090615000000000015 0.024145000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 6 7 8 -6 10 11 -10 13 14 -13 -16 -14 -8
right_child=-2 -3 -4 -5 5 -7 17 -9 9 -11 -12 12 16 -15 15 -17 -18 -19
leaf_value=-0.001627109088480359 -0.0013026092146819557 0.0016328555879564252 -0.0015801939897424095 0.0017620695602764589 0.0014281322687401642 0.0017661716235629398 0.00028392858152195475 -0.001412558619616425 0.0017803007045100201 -0.0015164118580626709 -0.0012580943827771244 0.0015885807173419387 0.0019155083270806453 -0.0017833511792848596 0.00066702779136072407 -0.0023487732629030342 -0.00013856330008207526 0.0020804920178607795
leaf_weight=0.0012230316563142099 0.0015941869892026608 0.0012307833021099049 0.0011722363354052514 0.0012632753543228561 0.0015020751076038003 0.001042424718790568 0.0013111606490813213 0.0017234554691287754 0.0012167124179054368 0.0014579288478344674 0.0017845989528018089 0.0014823754224861929 0.0010506654508151136 0.0017941818239191609 0.0011412936768258053 0.0010981502152840449 0.0017431426909142456 0.0011886604066683182
leaf_count=98 148 63 138 154 94 175 283 313 41 126 150 114 129 551 94 97 226 127
internal_value=0 6.58584e-05 -1.7289e-05 6.59005e-05 -3.73145e-05 6.22088e-05 -3.38339e-05 -0.000217012 -7.26313e-05 -0.000249172 -8.58334e-05 0.000133766 -0.000107318 -0.000482744 0.000144242 -0.000811823 0.00063391 0.00113819
internal_weight=0 0.0244262 0.0231954 0.0220231 0.0207599 0.0195368 0.0184944 0.0159946 0.0142711 0.012769 0.0113111 0.00952652 0.00830981 0.005516 0.00372182 0.00223944 0.00279381 0.00249982
internal_count=3121 2973 2910 2772 2618 2520 2345 1935 1622 1528 1402 1252 1211 856 305 191 355 410
is_linear=0
shrinkage=0.00396435


Tree=986
num_leaves=31
num_cat=0
split_feature=14 3 124 480 457 457 133 1429 1374 457 1 15 131 132 41 403 52 401 42 151 12 42 403 52 42 4 4 2 47 4
split_gain=0.000917861 0.000774946 0.000718706 0.00059953 0.000550926 0.000882815 0.00053635 0.000535138 0.000569178 0.000624215 0.000586321 0.000889474 0.000790769 0.000730998 0.000806358 0.000532624 0.000806229 0.000553267 0.000605898 0.000515408 0.000496295 0.000441789 0.000424501 0.000820357 0.000387898 0.000387131 0.000383535 0.000365696 0.000348574 0.000495931
threshold=0.076175000000000007 0.30112000000000005 -0.043384999999999993 1.0000000180025095e-35 -0.15747999999999998 -0.072694999999999996 0.18829500000000002 -1.0000000180025095e-35 -0.094929999999999987 0.080930000000000016 0.12873500000000002 0.091915000000000011 0.092225000000000015 0.079970000000000013 0.079885000000000025 -0.079154999999999989 -0.085984999999999992 0.084055000000000019 0.088380000000000014 -0.084304999999999977 0.10345000000000001 -0.025789999999999997 0.092070000000000013 0.11434500000000002 -1.0000000180025095e-35 0.181285 0.0045450000000000013 0.094565000000000024 0.092710000000000015 -0.27825499999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 19 4 -4 -6 7 -7 -9 10 11 12 13 14 15 -10 -17 18 22 -1 -12 -21 23 24 -18 -13 -3 -11 29 -26
right_child=-2 26 3 -5 5 6 -8 8 9 27 20 25 -14 -15 -16 16 17 -19 -20 21 -22 -23 -24 -25 28 -27 -28 -29 -30 -31
leaf_value=0.0012398946428536239 -0.00087606738397055957 0.0012435160205967221 0.00083402323108785266 -0.00085967863605915218 -0.00095228441591100666 -0.00077388501849192488 -0.00083372313390575007 -0.0006561887807562468 0.00091304438617011651 0.0007230890248355376 0.00012843100973852726 -0.0011135535583686107 -0.00091650825516769602 0.00084959288748528202 -0.00082300614532477125 -0.00075328190485511766 -0.0005975204655192728 -0.00058616512126764744 0.00063922883610565795 -0.00036186686853322957 0.001082215642593294 0.00069483573008119188 0.00070750319475814782 -0.00091555611443099136 -0.00030133004783445096 -0.00014907261833941977 0.00017612453978163003 2.4589054768727034e-06 -0.00023152028944028734 0.0005595237320221054
leaf_weight=0.0010276832345041953 0.001972985738710519 0.0010833205835183426 0.0010419102677587935 0.0014967461863650824 0.0017254907563346569 0.0013967130629120019 0.0012875583818834349 0.0018843715161054311 0.0010647070562557195 0.0030438755497996786 0.0026412323285782682 0.0017255005817577987 0.0013973468256613933 0.0016298488746784292 0.0017503499188933338 0.0019246234324046254 0.0010980236322835077 0.0016531555537260259 0.0033351929626672669 0.0011694443006078359 0.0012392957480855671 0.0012827143470337523 0.0013030935457258872 0.0014426623704073558 0.0013601826092326397 0.0010261109455313999 0.0010018127702071666 0.001695156975330292 0.0021778877716656098 0.0043239577811302731
leaf_count=55 101 50 20 236 145 133 271 48 189 82 54 263 134 64 53 227 114 120 97 48 39 128 47 84 18 8 80 59 36 118
internal_value=0 -1.14612e-05 -4.36031e-05 -8.60087e-05 -5.91837e-05 -8.12754e-05 -4.40752e-05 -1.8081e-05 9.90777e-06 4.4937e-05 -1.91351e-05 -8.36145e-05 -8.21591e-06 4.68143e-05 -1.42297e-05 5.76905e-05 8.77749e-06 9.66332e-05 0.00017168 0.000500687 0.000433034 0.00019089 3.84664e-05 -4.53403e-05 9.47736e-05 -0.000753886 0.000730682 0.000465319 0.000191461 0.000353526
internal_weight=0 0.05023 0.0481448 0.044665 0.0431682 0.0421263 0.0404008 0.0391133 0.0377166 0.0358322 0.0310932 0.0272126 0.024461 0.0230637 0.0214338 0.0196835 0.0186188 0.0166942 0.015041 0.00347984 0.00388053 0.00245216 0.0117058 0.0104027 0.00896005 0.00275161 0.00208513 0.00473903 0.00786203 0.00568414
internal_count=3121 3020 2890 2659 2423 2403 2258 1987 1854 1806 1665 1572 1301 1167 1103 1050 861 634 514 231 93 176 417 370 286 271 130 141 172 136
is_linear=0
shrinkage=0.00124344


Tree=987
num_leaves=20
num_cat=0
split_feature=1447 1 15 48 150 2 3 3 150 12 47 3 151 42 43 43 3 1 3
split_gain=0.000167002 0.000201812 0.000284836 0.00028686 0.000228418 0.000281582 0.00028397 0.00028748 0.000257394 0.000239375 0.000179746 0.000168351 0.000165997 0.000147066 0.000198963 0.000261819 0.00031978 0.000167271 0.00023444
threshold=-1.0000000180025095e-35 0.094385000000000011 -0.0063699999999999989 0.083985000000000018 0.076925000000000007 0.13754500000000003 0.10893000000000001 0.13524500000000003 0.12187000000000002 0.092355000000000007 0.096300000000000011 -0.116045 -0.024429999999999997 0.092395000000000019 0.15359500000000004 -0.077319999999999986 -0.08824499999999999 0.077565000000000009 -0.091054999999999983
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 6 9 -8 -6 10 -3 -11 -5 14 15 16 -4 18 -17
right_child=1 4 13 12 8 -7 7 -9 -10 11 -12 -13 -14 -15 -16 17 -18 -19 -20
leaf_value=-0.001476100127181548 -0.0020632040904408162 0.0018691420225569486 -0.00025997213113323103 0.00056100226114212421 0.0025437498167066004 0.001766288516010429 -0.0025204788055883764 2.0178734896125957e-05 0.00012259922192204423 -0.001668517697590122 7.7766202377781363e-05 0.0003210732780077755 -0.0012549187174788925 -0.00095363778314462631 0.0017138657589430091 0.00010057901047879451 0.0022676699372953164 0.00041081423590656616 -0.0022894082648463264
leaf_weight=0.0010112336621319598 0.0019486267551405692 0.0016012956223849795 0.0014144506524873535 0.0015573615145614284 0.0012636192180170988 0.0012269335237533596 0.0011229149608524835 0.0012764703293497437 0.0011031593394923433 0.0010010333376557776 0.0014154635465191134 0.0013262943751159986 0.001192079489524378 0.0014238625651534775 0.0011756885255396199 0.0010151091222067588 0.0012779565367870846 0.001430010317291508 0.0012029262045105691
leaf_count=300 576 174 149 93 178 113 40 62 48 85 43 153 181 233 72 79 68 175 299
internal_value=0 4.20882e-05 -0.000258081 -0.000988214 0.000403177 0.000136149 -0.000122142 -0.00116885 0.00141525 0.000347809 0.00102863 -0.000534692 -0.000226329 0.000125611 0.000330065 7.34717e-05 0.000939778 -0.000565898 -0.0011956
internal_weight=0 0.0249753 0.0136381 0.00469807 0.0113372 0.00897041 0.00774347 0.00239939 0.00236678 0.00534409 0.00301676 0.00232733 0.00274944 0.00894 0.00751614 0.00634045 0.00269241 0.00364805 0.00221804
internal_count=3121 2821 1925 850 896 670 557 102 226 455 217 238 274 1075 842 770 217 553 378
is_linear=0
shrinkage=0.00366245


Tree=988
num_leaves=19
num_cat=0
split_feature=41 2 124 12 484 3 457 4 16 0 52 12 13 15 2 2 13 47
split_gain=0.000150903 0.000190894 0.00018539 0.000206586 0.000196814 0.000194402 0.000333444 0.000204165 0.000318668 0.000178433 0.000272756 0.000424923 0.000246056 0.000232415 0.000234855 0.000604101 0.000154435 3.22732e-05
threshold=0.078475000000000017 -0.0091949999999999983 0.0049200000000000008 0.11650500000000001 -0.0068949999999999992 -0.10023499999999998 -0.068264999999999978 -0.46376499999999993 -0.0083599999999999976 -0.10011499999999998 0.083680000000000018 0.096395000000000022 -0.074044999999999986 -0.0088349999999999974 0.11215000000000001 0.090675000000000019 -0.086134999999999975 0.091680000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 7 -7 -6 -9 13 11 12 -11 14 15 17 -12 -8
right_child=-2 2 -4 -5 5 6 9 8 -10 10 16 -13 -14 -15 -16 -17 -18 -19
leaf_value=0.0013902734684751268 -0.0011833443834906277 -0.0014085317752159431 0.0014835022691413124 -0.0017988193651928359 -0.00057552995169763788 -0.0022646126403693522 -0.0012986205717032942 0.00013651406980801575 0.0028192918138257002 -0.00078947937227404627 -0.00070634083199265507 0.001069574573282994 -0.0030926734316582762 0.0016319228976808269 -0.0011640825910484939 0.0023799798168369427 0.0011122164340821646 -0.00032040412393809426
leaf_weight=0.0015256375948278214 0.0015713945529309816 0.0014444090823906288 0.001158844313867923 0.0010439453519448519 0.0010524204786541702 0.0010176348441852676 0.0010109761686925012 0.0013712811223944854 0.0013056305480869624 0.0014838632100242456 0.0011038096401794206 0.001003033801315778 0.0013275280792419807 0.0019022958955332526 0.0016585865988121284 0.0016092345530269725 0.0019543349058285808 0.0010270187087506599
leaf_count=158 148 454 56 128 76 122 49 109 65 297 145 137 331 80 93 97 551 25
internal_value=0 5.98791e-05 -3.04308e-05 -0.000112736 -2.59079e-05 8.01635e-05 -0.000116116 0.000874809 0.00144501 3.9159e-05 -0.000408914 -0.0011022 -0.00187704 0.000466374 4.84899e-05 0.00059991 0.000455825 -0.000805662
internal_weight=0 0.0240005 0.0224748 0.021316 0.0202721 0.0188276 0.0150983 0.00372933 0.00267691 0.0140807 0.00687257 0.00381443 0.00281139 0.00720811 0.00530582 0.00364723 0.00305814 0.00203799
internal_count=3121 2973 2815 2759 2631 2177 1927 250 174 1805 1461 765 628 344 264 171 696 74
is_linear=0
shrinkage=0.00388662


Tree=989
num_leaves=21
num_cat=0
split_feature=1 159 0 12 4 49 12 0 403 43 16 3 4 15 16 3 49 0 1 2
split_gain=0.000164021 0.00019759 0.000178089 0.000300818 0.000245826 0.000226954 0.000156072 0.000461273 0.000243607 0.000197901 0.00018944 0.000172508 0.000269165 0.000147045 0.000286595 0.000315948 0.000175469 0.000164406 0.000226176 0.000116447
threshold=0.104035 0.076905000000000015 0.041630000000000007 0.096295000000000019 -0.49405499999999997 0.006170000000000001 0.088305000000000008 -0.10096999999999999 0.084620000000000015 -0.081454999999999986 -0.014034999999999997 0.090900000000000009 0.053180000000000012 -0.016799999999999995 -0.071854999999999988 0.10542000000000001 -0.056454999999999991 -0.11013499999999998 0.11392000000000001 0.090050000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 13 3 5 -4 6 7 11 10 -9 -8 12 19 14 17 -16 -15 18 -2 -1
right_child=1 -3 4 -5 -6 -7 8 9 -10 -11 -12 -13 -14 16 15 -17 -18 -19 -20 -21
leaf_value=-0.0020314148121857657 0.0010914033473777098 0.0017135687581424518 -0.0005305626583069666 -0.002402204803361042 0.0014852644202885377 -0.0019888770484406291 -0.0010663774167766519 -0.00074724608066473533 0.0020979741430814935 -0.003118902779182856 0.0011156987930029925 0.0014019809202108708 0.0010537985840281077 -0.00017938898740795596 5.6379211962886923e-05 -0.0027781825210952704 0.0018771156723063624 0.0018017948663575133 -0.0013375730000280493 -0.00021551844711415784
leaf_weight=0.0010152484107255342 0.0011953464567593395 0.0013837692093503504 0.0017116240104169123 0.0010668900451007999 0.0018041823246335289 0.0010301070580433511 0.0013337796929033807 0.0010004943751769088 0.0010336286271277473 0.0010437992949865454 0.0010189941210514419 0.001280953351127323 0.0013979952472134016 0.0011098133456499681 0.0012735375963703888 0.0010348764726870741 0.0013175685689361663 0.0010272478735589008 0.0010416201521499246 0.0010358784750632566
leaf_count=69 60 189 93 417 75 386 362 255 74 435 128 46 50 38 107 31 84 125 57 40
internal_value=0 0.000384099 -0.000252109 -0.000468946 0.000503886 -0.000284637 -0.00011186 -0.000445752 0.000556078 -0.00195819 -0.000121313 0.000207911 -0.000235549 0.00015414 -0.00018681 -0.00121437 0.00093687 0.00053987 -3.96241e-05 -0.00111433
internal_weight=0 0.00938378 0.0157736 0.0122578 0.00351581 0.0111909 0.0101608 0.00677437 0.0033864 0.00204429 0.00235277 0.00473008 0.00344912 0.00800001 0.00557263 0.00230841 0.00242738 0.00326421 0.00223697 0.00205113
internal_count=3121 691 2430 2262 168 1845 1459 895 564 690 490 205 159 502 380 138 122 242 117 109
is_linear=0
shrinkage=0.00381041


Tree=990
num_leaves=31
num_cat=0
split_feature=39 42 151 4 150 41 14 158 159 1213 160 151 13 457 1213 0 38 12 52 130 15 4 12 43 43 43 15 52 15 47
split_gain=0.00123802 0.00102239 0.000886731 0.000994137 0.000982312 0.000767715 0.000762989 0.000618018 0.000603035 0.00104397 0.000879134 0.000848538 0.000844902 0.000821442 0.00089556 0.000818023 0.000753465 0.000676657 0.000511869 0.000595746 0.000782028 0.000748934 0.000709307 0.000608365 0.000800022 0.000727508 0.000829128 0.000705757 0.000925834 0.000463905
threshold=0.16946000000000003 -0.26584999999999998 -0.5145249999999999 0.27834500000000006 -0.22665999999999997 0.078475000000000017 -0.46885499999999997 0.094245000000000009 0.076905000000000015 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.086439999999999989 -0.090204999999999994 -0.0029299999999999994 0.04198000000000001 -0.070154999999999981 0.088570000000000024 -0.054684999999999991 -0.51296999999999993 -1.0000000180025095e-35 0.088235000000000022 0.24564500000000003 0.10711000000000002 -0.17390999999999998 -0.088704999999999992 -0.074359999999999996 0.095175000000000023 0.10160000000000001 -0.095869999999999983 0.096475000000000019
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 -4 7 -5 8 9 -6 11 -11 -10 -12 16 -14 17 -15 -19 20 -20 22 23 -21 -25 -26 27 28 -27 -8
right_child=-2 2 3 6 5 -7 29 -9 12 10 13 -13 15 14 -16 -17 -18 18 19 21 -22 -23 -24 24 25 26 -28 -29 -30 -31
leaf_value=-0.0012685698856448459 0.0012686957163184202 -0.0011588372184579976 0.0010385312163289286 -0.00028538018869076338 -0.0012683774587529055 -0.0010160828832623447 0.00098990814467369279 -0.0009213840509794929 0.001106791540174351 0.00045613973829803359 -0.00075599435133103649 -0.00086149771130325319 -0.00051449418810902911 0.0010693180605426424 -0.0010195086772010909 0.00078651763209035004 -0.00079968471891030341 -0.00063806951590095868 -0.001060320484672154 0.00092718518877057867 0.00030613423534708135 0.0010806340859561363 -0.00070749494944409976 -0.00069005329991916301 0.00096142967980299154 -0.00026302491194280441 -0.00095321639272032707 -0.00074117458361674872 0.00061481265365786477 0.00015278356613964764
leaf_weight=0.0010667232621415215 0.0011899021035688398 0.0010662832871801689 0.0012760007829797351 0.0016064595341056531 0.0011692823964386525 0.001395290736478926 0.0033274621066219359 0.0012970334823121368 0.0017013840387605228 0.0010107526778355691 0.0019948880079381217 0.0035387821464740723 0.0019533609573376687 0.0013127352227826341 0.0011291492724723176 0.0012913724182332933 0.001321579543855477 0.0013056776603135303 0.0013550520974536786 0.0019024795551558756 0.0013399419400172974 0.0016213508439477655 0.0013388582334243884 0.0015726115191512227 0.0020508216802239678 0.0027305607641352411 0.0010149847347378218 0.0010440853978650475 0.0066139945542112027 0.0015660665718542077
leaf_count=18 23 50 15 43 402 101 243 190 56 65 88 474 170 85 202 62 20 202 69 18 37 16 53 55 37 30 60 29 175 33
internal_value=0 -3.94725e-05 -1.41851e-05 9.84942e-06 -5.81393e-05 -9.06778e-05 0.000473032 -5.96471e-05 -3.1922e-05 -8.99317e-05 -4.96392e-05 -0.000568763 0.00038288 3.00192e-05 8.67204e-05 3.2959e-06 0.000133812 0.000182762 0.000134047 0.000178685 -0.000380924 0.000254511 0.000181191 0.000251472 0.000165924 0.000265974 0.000140904 0.000247801 0.000358301 0.000722005
internal_weight=0 0.052915 0.0518483 0.050782 0.044282 0.043006 0.00649999 0.0416107 0.0403137 0.0353676 0.0341983 0.00454953 0.00494612 0.0296488 0.0276539 0.00324473 0.0265247 0.0252032 0.0238904 0.0225847 0.00269499 0.0198897 0.0182684 0.0169295 0.0150271 0.0134544 0.0114036 0.0103886 0.00934456 0.00489353
internal_count=3121 3098 3080 3030 2711 2696 319 2595 2405 2117 1715 539 288 1176 1088 232 886 866 781 579 106 473 457 404 386 331 294 234 205 276
is_linear=0
shrinkage=0.00126831


Tree=991
num_leaves=31
num_cat=0
split_feature=39 42 9 156 151 4 150 158 1373 3 403 14 150 1375 160 16 12 47 14 133 0 1213 15 0 130 0 15 15 15 13
split_gain=0.00163346 0.00126306 0.00121333 0.00103906 0.00097912 0.00117139 0.00104154 0.000964019 0.00108896 0.00101238 0.00139076 0.00102448 0.0010035 0.000999234 0.00100764 0.000864891 0.00115453 0.00138751 0.00119273 0.000819971 0.000813358 0.000717287 0.000602685 0.000579856 0.0009789 0.000901182 0.000954394 0.000907139 0.000913634 0.000900261
threshold=0.16946000000000003 -0.26584999999999998 -0.036024999999999995 -1.0000000180025095e-35 -0.5145249999999999 0.27834500000000006 -0.22665999999999997 0.094245000000000009 0.099250000000000019 0.092670000000000016 -0.092474999999999988 0.076175000000000007 0.088040000000000021 -0.088929999999999981 -0.090969999999999981 -0.54165499999999989 -1.0000000180025095e-35 0.096475000000000019 -0.45282499999999992 -0.17773999999999998 -0.20211999999999997 -0.080769999999999995 -0.036009999999999993 -0.061629999999999997 -0.0015749999999999998 -0.14116499999999996 -0.11713499999999999 -0.10653 0.088235000000000022 0.021350000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 -5 6 -6 8 9 10 -8 13 20 -12 22 -7 -17 18 -18 -16 -11 -21 -15 25 -25 -23 -27 -28 -29 -30
right_child=-2 2 3 4 5 15 7 -9 -10 12 11 -13 -14 14 19 16 17 -19 -20 21 -22 23 -24 24 -26 26 27 28 29 -31
leaf_value=-0.0012193614755658438 0.0012195635203857795 0.0012193605133484396 -0.0012191275146217608 -0.0010856631230899878 0.00095087892027757122 0.001219196785328199 -0.0012191151220445136 -0.0010395973010620975 -0.00120599249631719 -0.00075765835477566601 -0.0011857606067218907 -0.0011994560258184626 0.00082645766281204955 -7.1054170955055343e-05 -0.00080640833562397132 0.0012054847167041079 -0.00019638373292284232 -0.0011894652509228379 0.0010975305523388411 -0.00078491751858222772 0.00020976460375713818 0.0005695986111088476 -0.0012191685714948428 -0.00069609447268862334 0.00055842225943518681 -0.0012003832988232599 0.0010604813560208958 -0.00041594518664118946 0.00047333956324189407 -0.00068311301797925334
leaf_weight=0.0013235074062620802 0.0015650612415925016 0.0011596570787109064 0.0010895465937394979 0.0012529421196205695 0.00146176538663667 0.001624635396801466 0.0016905090551384552 0.0015495914951433312 0.0012107477437552907 0.0015365461986220916 0.001110437097107563 0.0011891481662100736 0.0033922955599621227 0.0012110458407939007 0.0015594555339788476 0.0014472668202571981 0.0027889873498452289 0.0011820987906503433 0.0017065320901537007 0.001295769836349602 0.0080989567357896419 0.0036151859327872978 0.0015479931769242219 0.001053083225087903 0.0075615660276753399 0.0011018506147695223 0.0010630925219174909 0.0068589855469043531 0.0048163175673110459 0.0012626351652080814
leaf_count=18 23 89 163 50 15 51 351 192 20 20 38 54 54 126 156 105 28 13 77 230 116 72 126 12 182 54 6 505 146 29
internal_value=0 -4.01523e-05 -1.66616e-05 -3.86191e-05 -1.85812e-05 2.66228e-06 -6.41676e-05 -9.2309e-05 -6.36252e-05 -3.59434e-05 -0.000138998 -8.71934e-05 0.000256243 -4.83576e-05 -1.00229e-05 0.000416549 0.000233527 -1.42324e-05 0.000294796 5.44287e-05 5.54924e-05 0.00010132 -0.000715218 0.000143335 0.000405066 2.28774e-05 -0.000107992 -2.20227e-05 -0.000110971 0.000233137
internal_weight=0 0.0677622 0.0664386 0.065279 0.0641894 0.0629365 0.054187 0.0527252 0.0511756 0.0499649 0.0369371 0.0352466 0.0130278 0.0340574 0.032947 0.00874952 0.00712489 0.00567762 0.00449552 0.0301879 0.0096355 0.0286285 0.00275904 0.0273327 0.00861465 0.0187181 0.0151029 0.014001 0.0129379 0.00607895
internal_count=3121 3098 3080 2991 2828 2778 2504 2489 2297 2277 2087 1736 190 1682 1644 274 223 118 105 1392 136 1236 252 1006 194 812 740 686 680 175
is_linear=0
shrinkage=0.00121906


Tree=992
num_leaves=31
num_cat=0
split_feature=39 9 42 42 151 4 14 41 15 1374 150 48 158 1429 157 13 43 4 3 403 131 16 160 48 0 0 52 2 457 42
split_gain=0.00138415 0.00127233 0.00101644 0.000826846 0.000744601 0.000821962 0.00106302 0.000815696 0.000762796 0.000786486 0.000770322 0.000885985 0.000845969 0.000736689 0.00100045 0.000648434 0.000621338 0.000877132 0.000972861 0.000846687 0.000766522 0.000929959 0.000690906 0.000724327 0.000656517 0.000900755 0.000646241 0.000588647 0.000807376 0.000575631
threshold=0.16946000000000003 -0.036024999999999995 -0.11466499999999999 -0.106335 -0.5145249999999999 0.27834500000000006 -0.46885499999999997 0.078475000000000017 -0.14147499999999996 0.093235000000000012 -0.22665999999999997 0.092475000000000016 0.085900000000000018 0.084545000000000009 -0.081329999999999986 -0.0057949999999999989 -0.51144999999999985 -0.51843499999999987 0.10542000000000001 -1.0000000180025095e-35 0.10033500000000002 0.15891500000000003 -0.088854999999999976 0.086260000000000017 -0.030209999999999997 -0.083914999999999976 0.08976000000000002 0.11215000000000001 0.10259500000000001 0.083995000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 -5 7 -7 8 -6 10 -10 12 13 14 -12 -13 -16 -18 19 -19 21 22 -21 24 25 29 -27 28 -17 -24
right_child=-2 2 3 4 5 6 -8 -9 9 -11 11 15 -14 -15 16 27 17 18 -20 20 -22 -23 23 -25 -26 26 -28 -29 -30 -31
leaf_value=0.0014006366913592258 0.0014007726946580841 -0.00087921042355880636 0.0011055193755852009 -0.0012526752132326232 -0.00082999169635777491 -0.00062693447520717331 0.00072284624282671671 -0.0011301279600625849 0.0011822870229192353 -0.0011888120302301674 -0.0012254963969283632 0.0010090732996747942 -0.001360753263106878 0.00070178063368475413 0.000766350714076161 -0.00022023913808522105 -0.0012709000824332834 -0.0011852963921318894 0.00054064002609970443 -0.0011481578831354579 0.00088094125510684699 -0.0012655777083045942 -9.1384342722612623e-05 -0.00080845074420531266 0.00098729188218076437 -0.0013679437786594277 8.5600148554446651e-05 -0.00048812618464289919 0.0014005860626687316 0.00066669308602209472
leaf_weight=0.0011564724281996055 0.0013132822923935797 0.0029786169495238371 0.0012104544545792342 0.001015279021061132 0.0024709734039962674 0.0014746534143057488 0.0051042485494079406 0.0014859080699807228 0.0010594550230678115 0.0011138208287135845 0.0015847055757234321 0.0024423269635889255 0.0010530243780935136 0.0021719424613531038 0.0015979324969066502 0.0012510893378028234 0.001264115021040609 0.0015860994508467554 0.0041667001578389309 0.0011374127193697356 0.0013897877258539628 0.0014685774409035615 0.0048418035539903176 0.0019364545067510628 0.001481277779177532 0.0014139910246164797 0.0010416020396419867 0.0018574948046818918 0.0011627020503510721 0.0033047404305235339
leaf_count=89 23 168 20 48 133 33 235 85 12 33 168 117 190 164 17 37 17 542 66 161 57 139 124 45 25 128 82 32 8 123
internal_value=0 -5.32332e-05 -8.32215e-05 -3.85613e-05 -6.52557e-05 -4.15535e-05 0.000420294 -0.000110166 -7.47543e-05 -2.84784e-05 4.47992e-06 -2.82255e-05 -0.000126832 -8.40725e-05 -0.000144566 0.000433555 -8.02425e-05 -0.000134284 -7.38336e-05 -0.000204451 -0.000118097 -0.000201609 -9.85216e-05 -1.33661e-05 0.000114052 -7.95277e-06 -0.000751386 0.000104473 0.000560498 0.000216139
internal_weight=0 0.0572237 0.0560672 0.0530886 0.0518781 0.0508628 0.0065789 0.0442839 0.042798 0.0403271 0.0392132 0.0381538 0.0314402 0.0303871 0.0282152 0.00671361 0.0266305 0.0250326 0.0237684 0.0196017 0.0180156 0.0166259 0.0151573 0.0140199 0.0120834 0.0106021 0.00245559 0.00427129 0.00241379 0.00814654
internal_count=3121 3098 3009 2841 2821 2773 268 2505 2420 2287 2254 2242 2048 1858 1694 194 1526 1509 1492 1426 884 827 688 527 482 457 210 77 45 247
is_linear=0
shrinkage=0.00140032


Tree=993
num_leaves=21
num_cat=0
split_feature=1 0 15 47 12 39 15 42 3 42 13 16 0 48 16 16 52 150 43 0
split_gain=0.000163708 0.000391017 0.000258935 0.000367855 0.000358075 0.00031851 0.000266677 0.000226931 0.000220492 0.000203249 0.000283368 0.000194323 0.000228171 0.000209495 0.000191918 0.000176476 0.000322584 0.000232124 0.000155661 0.00014972
threshold=0.077565000000000009 -0.087634999999999977 0.035560000000000008 0.087235000000000021 0.088305000000000008 0.0046100000000000004 -0.0088349999999999974 -1.0000000180025095e-35 -0.059315 0.084050000000000014 -0.014169999999999999 -0.056919999999999991 -0.10224499999999999 0.10396500000000002 0.22339500000000004 -0.096824999999999981 -0.046924999999999988 0.087380000000000013 -0.074359999999999996 -0.10011499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 8 3 5 -4 6 15 -3 -1 14 -11 12 13 -5 -9 -2 17 -17 -13 -8
right_child=2 7 4 11 -6 -7 19 9 -10 10 -12 18 -14 -15 -16 16 -18 -19 -20 -21
leaf_value=-0.0030947082421813907 0.001320247905256278 -0.0015791347421440871 -0.0022663613837693225 -0.0014621662304915633 0.00042005065127415813 0.0029306489003280592 0.0029176465544677489 0.0022288603927806167 -0.00068558825546760399 -0.0016439375391901262 0.0010191581970938671 -0.00022830787611279729 0.0016373166468083822 0.00088811640466829106 2.1559932230530036e-05 0.0016046665138563444 -0.0020393904837426981 -0.00071629563119123831 -0.0023950026440696906 0.00080747277815560511
leaf_weight=0.0011320550021008402 0.0015400920820125563 0.001083278873306226 0.0014563796257105457 0.0014332914585679646 0.0016784782828356271 0.0011087816194086386 0.0010420138641453747 0.0013590343104126212 0.0012633964215815752 0.0013158980007070831 0.0012011139113070612 0.0010393910596846467 0.0011788740666371922 0.0010203715471845953 0.0011369871474755655 0.0013924164547978179 0.0011376742054096667 0.0013184719312953064 0.0010450622406974483 0.0010721395847230752
leaf_count=420 155 452 141 33 259 223 38 98 82 541 28 74 72 49 15 75 75 52 69 170
internal_value=0 -0.000467007 0.000204044 0.000429837 -0.000827992 0.000947385 0.000654294 6.62431e-05 -0.0018241 0.000421797 -0.000373113 -0.000349754 0.000203904 -0.000484786 0.00122339 0.000186148 -0.000267688 0.00047584 -0.0013146 0.00184753
internal_weight=0 0.00849176 0.0174634 0.0143286 0.00313486 0.00861159 0.00750281 0.00609631 0.00239545 0.00501303 0.00251701 0.00571699 0.00363254 0.00245366 0.00249602 0.00538865 0.00384856 0.00271089 0.00208445 0.00211415
internal_count=3121 1636 1485 1085 400 788 565 1134 502 682 569 297 154 82 113 357 202 127 143 208
is_linear=0
shrinkage=0.00396435


Tree=994
num_leaves=31
num_cat=0
split_feature=39 401 1425 4 151 42 1374 480 150 158 42 484 448 42 1456 41 33 157 1366 43 4 160 15 13 42 124 38 3 1375 1
split_gain=0.00146758 0.00124464 0.00125981 0.00149465 0.00225742 0.00135997 0.00134326 0.00127556 0.0012356 0.00145381 0.00126445 0.00119787 0.00117111 0.00107734 0.00103352 0.00104893 0.00108069 0.00106388 0.00102158 0.00102776 0.00214001 0.00128742 0.00101205 0.00103686 0.000963347 0.000941386 0.000920274 0.00109499 0.0018931 0.00128243
threshold=0.16946000000000003 0.10076500000000001 1.0000000180025095e-35 0.27287000000000006 -0.27559499999999998 -0.11051499999999999 0.093235000000000012 0.084710000000000021 -0.22665999999999997 0.093740000000000018 -0.106335 -1.0000000180025095e-35 -0.083859999999999976 -1.0000000180025095e-35 -1.0000000180025095e-35 0.079395000000000007 -0.0066799999999999993 0.088145000000000015 -1.0000000180025095e-35 -0.50216499999999986 -0.51843499999999987 -0.098904999999999979 0.050935000000000008 -0.0097949999999999982 -0.084624999999999992 -0.076164999999999983 0.10828500000000001 0.092670000000000016 -0.088929999999999981 0.077565000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 5 -5 -1 7 8 -7 10 -10 -6 -12 24 -15 16 -16 18 -18 -20 -21 -22 26 -24 25 -14 27 28 -23 -30
right_child=-2 -3 -4 4 11 6 -8 -9 9 -11 12 -13 13 14 15 -17 17 -19 19 20 21 22 23 -25 -26 -27 -28 -29 29 -31
leaf_value=-0.00093139830289067321 0.0012438703909624981 -0.0011868655624583601 -0.0012441816279805625 -0.0012206961528508523 -0.00054444463653615673 0.0011510365249843241 -0.0010787075856835604 -0.0012435138511423457 0.0012041851028481564 -0.0010440938665106901 -0.0010817014070006617 0.00076145845748486869 -0.0011337563626203564 -0.00087634195321155471 -0.0011039486558607932 -0.00095753974864954045 -0.001017731719604228 -0.0010505597017754413 0.0011069243440638172 -0.001098555827470726 -0.00063171803133531322 -0.0012180189833038691 0.00025063554452507778 -0.00060974165831272564 -0.0011792537443595782 0.0002125233348975827 -0.00060734694962129028 0.0008608574512660081 -0.00013559163665223937 0.00067092257292195056
leaf_weight=0.0028370938676243176 0.0013564162344295019 0.001488436411854809 0.0013190638570090832 0.001181350568685958 0.0012416510571711123 0.0014231699847186965 0.0019097553506099976 0.0012898533273384407 0.0013513646244973634 0.002073941033737369 0.0015418244075746648 0.008664585264435587 0.0010794691208957374 0.0016848411931977827 0.0010418931148592483 0.0013680583659194659 0.0010264426892732095 0.0010645459967886231 0.0020033494042763769 0.0018861828984313286 0.0023564010927614723 0.0011642209972677611 0.0070256475856034228 0.0031307458567084723 0.0020046832790079341 0.0031362450934242503 0.0012128766792329762 0.0085413635076037053 0.0043481804196243848 0.010196951252709141
leaf_count=158 23 165 78 15 16 11 37 204 6 182 34 302 15 149 19 50 36 86 12 28 108 47 297 35 346 197 8 101 164 192
internal_value=0 -6.03585e-05 -3.91624e-05 -1.87283e-05 0.000404023 -8.90035e-05 -5.15798e-05 -1.99173e-05 6.09979e-06 -2.14063e-05 1.56965e-05 0.000597776 -1.30791e-05 1.72795e-05 8.03126e-05 0.000115075 0.000147684 0.000177351 0.000207827 0.000237874 0.000194199 0.000258407 0.000317292 -1.45789e-05 -0.000469642 -0.000132203 0.000449662 0.000502527 0.000307699 0.00042982
internal_weight=0 0.0805942 0.0791058 0.0777867 0.0110876 0.0666991 0.063862 0.0619523 0.0606624 0.0592392 0.0571653 0.00990624 0.0558139 0.0542721 0.0480517 0.0463669 0.0449988 0.0439569 0.0428924 0.0418659 0.0398626 0.0379764 0.03562 0.0101564 0.0062204 0.00421571 0.0254636 0.0242507 0.0157094 0.0145451
internal_count=3121 3098 2933 2855 333 2522 2364 2327 2123 2112 1930 318 1924 1890 1332 1183 1133 1114 1028 992 980 952 844 332 558 212 512 504 403 356
is_linear=0
shrinkage=0.00124344


Tree=995
num_leaves=21
num_cat=0
split_feature=1 131 42 394 42 3 3 3 1 0 2 0 133 16 1 1 3 52 3 0
split_gain=0.000168758 0.000228337 0.000250551 0.00022283 0.000200537 0.000205932 0.000182852 0.000316893 0.000232252 0.000227633 0.000268397 0.000279886 0.000181777 0.000224531 0.000204834 0.000350411 0.000198427 0.000179037 0.000107026 7.5317e-06
threshold=0.10752500000000002 0.088845000000000021 -1.0000000180025095e-35 -0.079424999999999982 0.092145000000000019 -0.15447499999999995 0.10893000000000001 0.16158000000000003 0.11414000000000001 -0.033209999999999996 0.11144000000000001 -0.10324499999999999 0.092845000000000011 -0.18708499999999997 0.094385000000000011 0.089175000000000018 -0.078934999999999991 -0.0027449999999999996 -0.11255999999999998 -0.10151999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 -4 9 8 -8 10 11 -2 13 19 15 16 -15 -18 -6 -7
right_child=6 -3 4 -5 18 12 7 -9 -10 -11 -12 -13 -14 14 -16 -17 17 -19 -20 -21
leaf_value=-4.1369293306231953e-05 0.00081544021868658692 -0.0017493750842595245 0.0016559409264173049 -0.0022273240371639578 -0.00010113216490152991 -0.0013078097106880718 0.0002775863761905998 0.0012253104423927369 -0.0019154061000296475 0.0021946868719623846 0.001642723005844855 -0.0016023617887144931 0.0013328805919581592 -0.00043666357835751715 0.0013620264126225216 -0.001298125118761613 6.6458594664646389e-05 0.001845694099077772 -0.0016293686490785482 -0.00088450602868728699
leaf_weight=0.0010639844943942101 0.0012346252832600157 0.0010700912476435667 0.0011028004801314486 0.0011620766950901631 0.0010428482472475409 0.0010012780955745981 0.0010310719919175426 0.0012193824965973654 0.0013010212778681307 0.0011204056819880126 0.001339797467407422 0.0010597791510544852 0.0012495988985732334 0.0017784818424787536 0.0014656920543556495 0.0019294457499738904 0.0012240452205229957 0.0014980181363011286 0.0011452242239290431 0.0010013047731263222
leaf_count=140 28 310 117 481 39 76 20 139 39 108 136 120 95 538 106 71 75 75 389 19
internal_value=0 -0.000203999 -0.000104767 -0.00118251 6.13919e-05 0.000233284 0.0003921 -0.000200382 -0.000945834 0.000834658 0.000415368 -0.000301336 9.25475e-05 -6.40373e-05 0.000197739 -6.76562e-05 0.000459863 0.00104562 -0.000901002 -0.00109616
internal_weight=0 0.0177349 0.0166648 0.00222606 0.0144387 0.0122507 0.00830608 0.00355148 0.00233209 0.00475461 0.0036342 0.0022944 0.0111479 0.00989827 0.00789568 0.00642999 0.00450055 0.00272206 0.00218807 0.00200258
internal_count=3121 2531 2221 621 1600 1172 590 198 59 392 284 148 1055 960 865 759 688 150 428 95
is_linear=0
shrinkage=0.00345121


Tree=996
num_leaves=31
num_cat=0
split_feature=39 42 151 1348 52 401 474 15 1374 14 132 33 1366 38 3 483 156 158 12 51 43 4 15 12 133 160 16 1374 3 12
split_gain=0.00200753 0.00108113 0.00109882 0.0011171 0.00105545 0.0010694 0.00106777 0.00127074 0.00103882 0.00094165 0.000932968 0.000946696 0.000866671 0.000891398 0.000904831 0.00112577 0.00103214 0.00106898 0.001014 0.000817557 0.000784242 0.00121946 0.000930293 0.000895899 0.000919778 0.000786571 0.000900836 0.00102142 0.000901129 0.000806099
threshold=0.16946000000000003 -0.26584999999999998 -0.5145249999999999 0.090205000000000021 0.41423000000000004 0.10076500000000001 -1.0000000180025095e-35 -0.24436499999999997 0.10637000000000001 0.076175000000000007 -1.0000000180025095e-35 -0.0066799999999999993 -0.082084999999999991 0.095410000000000009 0.30112000000000005 0.088070000000000009 0.091255000000000017 0.07968500000000002 0.11650500000000001 0.10681500000000001 -0.15323999999999996 -0.49405499999999997 0.035560000000000008 0.10345000000000001 -0.17773999999999998 -0.091944999999999985 0.22339500000000004 -0.094929999999999987 0.090900000000000009 0.092355000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 6 -4 19 9 10 -9 -12 -13 14 15 16 17 18 20 -8 22 -22 -14 24 -23 -26 27 -27 29 -29
right_child=-2 2 3 -5 -6 -7 7 8 -10 -11 11 12 13 -15 -16 -17 -18 -19 -20 -21 21 23 -24 -25 25 26 -28 28 -30 -31
leaf_value=-0.0012193177629092476 0.001219652338883447 -0.0011232450622748788 -0.0011319565492913075 0.0012024229962021751 -0.00093440369044520838 -0.001167191529594123 0.0010060520712478699 -0.00093284317854790653 -0.0011890478899919982 -0.0008605844596348346 -0.0009341581020652634 -0.00097993787890802357 0.0010652278092291541 -0.00078389893407388583 0.0012191268600418746 -0.0011318967529330812 -0.00077927987053219756 -0.00066720607376248011 -0.00053241331311053427 -0.00021664324897422864 -0.00076646345940450662 -0.00088422716178195655 -6.5791164324948309e-05 0.0010953871734591626 -0.00047938139150292255 -0.00042872923247591274 -0.00052681161646686797 0.00043884069191711748 0.00097795760657658215 -0.00036289306284430179
leaf_weight=0.0011587136863546723 0.0018974883991802463 0.0013412240852517235 0.0011712360357103426 0.0011128021195432316 0.0018597962460660247 0.0011484600851621165 0.0031225524658253781 0.001402801389271068 0.0010821793611910371 0.0017548220656458105 0.0013435349943335942 0.0010734020899540999 0.0036520332929512725 0.0015418280161583189 0.0011649342454234093 0.0010251845606688006 0.0016702472760745648 0.0020203474021043269 0.0023656846862625249 0.001098650476741625 0.0017612268478046462 0.0010722723958789251 0.0015350375134772776 0.0018653634786183195 0.0019528822275356452 0.0020954777439357022 0.0017286585842981586 0.015688602356455767 0.0040929576975941009 0.0021149590317186542
leaf_count=18 23 50 115 33 185 162 211 264 26 76 28 40 45 34 61 150 115 213 38 18 44 62 53 45 109 30 69 598 45 161
internal_value=0 -5.21533e-05 -3.13018e-05 -8.24471e-06 -2.98332e-05 -2.04715e-06 2.04813e-05 4.36632e-05 -6.68685e-06 1.74906e-05 4.76048e-05 7.52424e-05 0.00010325 0.000127807 0.000158495 0.000130817 0.000160497 0.000197918 0.000241696 0.000687822 0.000290454 0.000219941 0.000730519 0.000276695 0.000223568 0.000266492 0.000323124 0.000384363 0.000462175 0.000343599
internal_weight=0 0.0660179 0.0648592 0.0635179 0.0624051 0.0605453 0.0593969 0.0582256 0.0540044 0.0529223 0.0511674 0.0497646 0.0484211 0.0473477 0.0458059 0.0446409 0.0436158 0.0419455 0.0399252 0.0042212 0.0375595 0.0323724 0.00518707 0.0306112 0.0287458 0.0276735 0.0257207 0.023992 0.0218965 0.0178036
internal_count=3121 3098 3080 3030 2997 2812 2650 2535 2306 2280 2204 1940 1912 1872 1838 1777 1627 1512 1299 229 1261 1163 98 1119 1074 1012 903 834 804 759
is_linear=0
shrinkage=0.00121906


Tree=997
num_leaves=31
num_cat=0
split_feature=39 42 156 151 4 41 1374 401 150 158 42 42 42 16 12 47 14 156 159 160 13 13 133 484 124 403 133 1 3 0
split_gain=0.00165144 0.00161457 0.00118701 0.00121905 0.00103229 0.00113106 0.00110671 0.0009916 0.000903405 0.00104274 0.000911767 0.0009006 0.00102519 0.000869402 0.000977602 0.00149175 0.000973634 0.000824624 0.000840209 0.000794034 0.000789733 0.00114938 0.00103248 0.000825622 0.000732286 0.000764441 0.00107209 0.00101565 0.00106085 0.000877335
threshold=0.16946000000000003 -0.11466499999999999 -1.0000000180025095e-35 -0.5225749999999999 0.27834500000000006 0.078475000000000017 0.093235000000000012 0.10076500000000001 -0.22665999999999997 0.093740000000000018 -0.106335 -0.0060199999999999993 -0.084624999999999992 -0.54165499999999989 -1.0000000180025095e-35 0.096475000000000019 -0.45282499999999992 0.091255000000000017 -0.032739999999999991 -0.089744999999999978 -0.53104499999999988 -0.47860499999999995 0.11269500000000002 0.087235000000000021 -0.084854999999999986 0.092070000000000013 -0.10066499999999999 0.10374500000000002 -0.11255999999999998 -0.23091999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 5 6 7 8 -5 10 -10 12 -12 -6 -15 16 -16 18 19 -13 -20 -22 23 24 -23 26 -26 28 -28 -30
right_child=-2 2 3 4 13 -7 -8 -9 9 -11 11 17 -14 14 15 -17 -18 -19 20 -21 21 22 -24 -25 25 -27 27 -29 29 -31
leaf_value=-0.00095217533874271724 0.0014574958230083028 -0.0014569956114527651 -0.0013482995174233705 0.0012296083452639252 0.0014570651617578504 -0.0011832007929237366 -0.0012521126589280177 -0.001383474668209563 0.0011776189957020098 -0.0010990635666021135 -4.1819658890963519e-05 -0.0014570067537835877 -0.0013514323738784007 0.0014570114261015579 -0.00019505960327126866 -0.0014272551872695077 0.0012996077334503674 -0.00069615711992455074 -0.00076676060292366554 0.0001699875353446743 0.0014572817951111522 0.0014570105218438306 -0.0010124370577860107 -0.00078392363722921423 -0.0011345476723756147 0.0011010272165938274 0.00083201493741712966 0.0007336101893400818 0.00092602157934349241 -0.00021932458492348483
leaf_weight=0.0041050692064810148 0.0015438827453380091 0.0011816748072401842 0.0013593514552496791 0.0014025104557049408 0.001713527591668651 0.0017324183546563168 0.0014279124918203925 0.0010068446318696181 0.0015625349836057003 0.0016380948004566234 0.0035951346172256038 0.001257813997696644 0.0019606816558024312 0.0012123717528744749 0.0021590170964032041 0.0011865847443459643 0.0016184915295980318 0.0024576204146509175 0.0016013282408380283 0.0012892982605539052 0.0016738776464535468 0.0011712380100377109 0.0013829847134267928 0.0014886465439900567 0.001199167624438501 0.0022227300327273261 0.0032712967616816769 0.0072617715649982975 0.0016017983343772175 0.012475513095358031
leaf_count=169 23 156 45 12 56 84 35 143 12 173 216 112 336 136 26 13 75 193 14 123 13 64 156 71 60 39 41 110 9 406
internal_value=0 -6.60018e-05 -1.0132e-05 1.66114e-05 4.62639e-05 -2.4818e-05 1.30828e-05 4.8148e-05 7.6683e-05 4.37582e-05 8.31918e-05 4.5944e-05 -0.00050399 0.000538894 0.000284167 -2.27476e-06 0.000445338 0.000121655 0.00017469 -0.000633454 0.000232919 0.000280352 0.000218933 0.000274418 0.000328367 0.00028121 0.000210607 0.000276151 8.46685e-05 -8.90004e-05
internal_weight=0 0.0692173 0.0651122 0.0639306 0.0625712 0.0546812 0.0529488 0.0515209 0.050514 0.0491115 0.0474734 0.0459109 0.00555582 0.00788999 0.00617647 0.00496409 0.00377751 0.0403551 0.0378975 0.00254711 0.0353504 0.033749 0.0320751 0.0306922 0.0292035 0.0280323 0.0258095 0.0246104 0.0173486 0.0140773
internal_count=3121 3098 2929 2773 2728 2422 2338 2303 2160 2148 1975 1963 552 306 250 114 101 1411 1218 235 983 969 956 800 729 665 626 566 456 415
is_linear=0
shrinkage=0.00145689


Tree=998
num_leaves=21
num_cat=0
split_feature=147 11 4 3 15 48 150 151 13 403 2 12 4 12 39 49 43 2 0 12
split_gain=0.000162907 0.000244938 0.000172924 0.000377684 0.000249678 0.000276205 0.000558847 0.000274742 0.000263691 0.000212431 0.000199623 0.000198969 0.000209619 0.00020407 0.000229853 0.000187802 0.000175306 0.000251433 9.96435e-05 9.43422e-05
threshold=0.089025000000000007 0.087830000000000005 0.27834500000000006 0.11924500000000002 -0.14147499999999996 0.092475000000000016 0.08882000000000001 -0.086654999999999982 -0.0057949999999999989 -1.0000000180025095e-35 0.11215000000000001 0.088305000000000008 0.16173500000000005 1.0000000180025095e-35 0.085330000000000003 -0.006494999999999999 -0.0011349999999999999 0.10045500000000002 -0.10011499999999998 0.092355000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -4 -1 6 7 -6 -7 -9 -10 13 16 14 15 -11 19 -18 -17 -13
right_child=-2 -3 3 -5 5 8 -8 9 10 11 -12 12 -14 -15 -16 18 17 -19 -20 -21
leaf_value=-0.002000737567520749 0.0013776099413609127 -0.0017549313482675586 0.0027411783409758634 -0.00062590943632097199 0.0020226883225875395 0.0026450775953197792 -0.0027178742696323224 -0.0016720631988576633 0.0013538842616263162 -0.0020433224116702241 -0.0010857058510368202 0.0016395018436385239 0.001924792468473816 -0.0016881152467331357 0.0013944026656144894 0.00055585210550945677 -0.0021175097532267215 0.00062070747928538879 -0.00083989967913925369 0.00010214101843820521
leaf_weight=0.0010760527071836902 0.0013042156350984149 0.0013634450773629672 0.0011127282599057145 0.0010670616463244187 0.001029189345029379 0.001134863947343856 0.0013388576433481783 0.0013421633656171003 0.0012094633715902239 0.0010173777927633409 0.0010034373869620694 0.0012789884923991544 0.0014000786724182035 0.001648547706259218 0.0013370667601524389 0.0018882324053146604 0.0010554631775698854 0.0011411463885075968 0.0015012621864212185 0.0013328310093806417
leaf_count=156 124 118 166 83 96 133 148 668 50 35 42 165 28 391 62 51 148 80 100 277
internal_value=0 -8.79109e-05 7.1302e-06 0.0010929 -0.000101761 -2.85039e-06 -0.000208462 1.88587e-06 0.00106036 -0.000137294 0.000247655 1.41589e-05 0.00054784 -0.000434048 -7.41221e-05 -0.00051968 0.00014691 -0.000694996 -6.2349e-05 0.000854975
internal_weight=0 0.0252783 0.0239148 0.00217979 0.021735 0.020659 0.0173112 0.0159723 0.00334776 0.0149432 0.0022129 0.013601 0.00620851 0.00739249 0.00574394 0.00440687 0.00480843 0.00219661 0.00338949 0.00261182
internal_count=3121 2997 2879 249 2630 2474 2249 2101 225 2005 92 1337 698 639 248 186 670 228 151 442
is_linear=0
shrinkage=0.00404364


Tree=999
num_leaves=31
num_cat=0
split_feature=31 39 39 3 401 151 1348 14 159 474 15 1374 33 52 13 12 1366 1 403 1374 2 15 13 2 12 0 3 4 3 51
split_gain=0.00141475 0.00134868 0.00134846 0.00186863 0.00124717 0.00118317 0.00122466 0.00133218 0.00143548 0.00115873 0.00169458 0.00136096 0.00115545 0.000865547 0.000978066 0.0012974 0.000881874 0.00097634 0.00148237 0.00100874 0.00141314 0.00105501 0.000967483 0.00115659 0.00161629 0.000803246 0.00163905 0.000791525 0.000730257 0.000665834
threshold=-1.0000000180025095e-35 0.16946000000000003 0.15009500000000003 0.31299000000000005 0.10076500000000001 -0.5145249999999999 0.090205000000000021 0.076175000000000007 -0.032739999999999991 -0.14697499999999997 -0.26481999999999994 0.093235000000000012 -0.0066799999999999993 -0.11592499999999999 -0.061684999999999997 0.10345000000000001 -1.0000000180025095e-35 0.077565000000000009 -1.0000000180025095e-35 -0.094929999999999987 0.073895000000000002 0.050935000000000008 -0.094514999999999988 -0.0091949999999999983 0.098330000000000015 -0.087634999999999977 -0.076669999999999988 -0.52556499999999995 -0.045649999999999989 0.10614000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 -2 7 8 -7 -10 29 12 -12 14 15 -14 -15 18 -18 -19 22 -22 -21 -24 -25 26 -20 -27 -28 -11
right_child=1 -3 -4 -5 -6 6 -8 -9 9 10 11 -13 13 16 -16 -17 17 19 25 20 21 -23 23 24 -26 27 28 -29 -30 -31
leaf_value=0.0012193482217083649 -0.0011465057937523179 0.0012193809931896878 -0.0012047640349919764 0.0012191373121542657 -0.0012191657073610579 -0.00067376486956459696 0.0011999790576758737 -0.00096256986852939503 -0.001219848170609796 0.0011527997336959318 -0.0010213272428347675 -0.0011950117216412304 -0.00043200361467730442 -0.00092996964481125073 -0.00085676186594623989 0.0012198235107415121 -0.0010737806598644078 -0.00045284574470641503 -0.001219200714282615 0.00066898979036140939 0.00078473920694715333 -0.00040701811237156392 0.00077383958162710381 -0.0012192349161195351 0.0001877548080206078 -0.00056774361708430553 0.00094018906159232295 0.00032961822019160887 -0.00029126456258755202 2.2081929062607887e-05
leaf_weight=0.0013363057823365656 0.001434362793759191 0.00123044927940441 0.0015175009679069254 0.0017004889123981562 0.0013858796163384026 0.0045824147677109286 0.0011864755788621997 0.0022926704266872369 0.0010741387499635371 0.002785126076478405 0.0014991469955987205 0.0013753079523510783 0.0021593272135635999 0.0011494135946215059 0.0030345546091008471 0.0010503730688702362 0.0018861945638688473 0.002259470458056966 0.0019736963716150413 0.0024845582629495766 0.011217978045166888 0.0012243989490343674 0.0013337966585496011 0.0023998499255775138 0.0024541878428152586 0.0016702921224123054 0.0012161018902432374 0.011644943959469719 0.001738939167744021 0.0010717712782479794
leaf_count=86 50 21 11 111 156 403 27 85 49 112 23 34 175 36 210 3 438 20 152 27 189 14 28 222 46 9 31 306 38 9
internal_value=0 -4.62538e-05 -6.76443e-05 -4.34378e-05 -7.42919e-05 -5.10269e-05 -2.7492e-05 -4.96999e-05 -1.66292e-05 3.4667e-05 5.80495e-05 2.06427e-06 3.34848e-05 6.45531e-05 -0.000360565 0.000108556 0.000124 0.000151847 -4.49439e-05 0.000321325 0.000404169 0.000667464 2.64164e-05 -0.000231592 -0.000507865 6.14247e-05 -0.000359008 0.000217051 0.000215521 0.000838591
internal_weight=0 0.0740338 0.0728034 0.0712859 0.0695854 0.0681995 0.0667651 0.0655787 0.063286 0.0587036 0.0576294 0.0537725 0.0523972 0.0508981 0.00624425 0.0032097 0.0446538 0.0435044 0.0201302 0.0233742 0.0211148 0.0124424 0.00867239 0.00618783 0.00485404 0.018244 0.00492874 0.0133152 0.00295504 0.0038569
internal_count=3121 3035 3014 3003 2892 2736 2686 2659 2574 2171 2122 2001 1967 1944 388 178 1556 1520 974 546 526 203 323 296 268 536 221 315 69 121
is_linear=0
shrinkage=0.00121906


Tree=1000
num_leaves=31
num_cat=0
split_feature=39 401 151 156 39 3 14 133 150 160 133 453 16 42 33 13 1429 484 1374 147 1 131 1 13 52 40 403 160 2 130
split_gain=0.00117299 0.00103558 0.00103643 0.00106487 0.00106521 0.00129179 0.000965663 0.000893593 0.000754635 0.00103223 0.000911018 0.000846316 0.000887542 0.000805947 0.000850375 0.000874592 0.000921792 0.000823532 0.000911479 0.000680002 0.000662197 0.000765975 0.000661316 0.000607733 0.000736314 0.000616243 0.00054099 0.000561872 0.000487444 0.000484105
threshold=0.16946000000000003 0.10076500000000001 -0.5145249999999999 -1.0000000180025095e-35 0.15009500000000003 0.31299000000000005 0.076175000000000007 0.18829500000000002 -0.22665999999999997 -0.10151499999999998 -0.40071499999999999 1.0000000180025095e-35 -0.5335399999999999 -0.11051499999999999 -0.0066799999999999993 -0.53104499999999988 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.094929999999999987 0.088335000000000011 0.12456000000000002 0.092225000000000015 0.10471500000000002 -0.42195999999999995 -0.23798499999999997 -0.082239999999999994 -1.0000000180025095e-35 0.10210000000000001 0.10276500000000001 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 5 6 7 8 -5 28 -11 12 -12 -14 -15 -16 -17 22 -19 20 21 23 -18 -20 -25 -26 -27 29 -10 -28
right_child=-2 -3 3 4 -6 -7 -8 -9 9 10 11 -13 13 14 15 16 17 18 19 -21 -22 -23 -24 24 25 26 27 -29 -30 -31
leaf_value=-0.0011640216010184842 0.0012686688690007144 -0.001209720309017801 -0.0012683824539577342 0.0008937328352441185 -0.0012511900427744089 0.0012683856941027806 -0.00085828039393047255 -0.00081185116665859376 -0.00091189654552468276 -0.00092968145984366013 0.0011116551378080783 -0.00087369218801959156 -0.00067873624491712899 -0.00091311293697718496 -0.00093835898111188718 -0.00078084344098191356 -0.0011006845528105152 -0.00054237832907298592 0.0011423960645269202 -0.00054086572768188867 0.00098403459371736645 -0.00055389614619165525 0.00010304713142234575 -0.00048605240382262779 -0.00057407191564212733 -0.0002332679037264344 5.6154734923124972e-05 -0.00040354576298941926 8.7076099565953373e-05 0.0006283338539561841
leaf_weight=0.0012817065877612768 0.0010896375923934434 0.0012325583547063692 0.001064827623037167 0.001723032386223621 0.0010556445736256128 0.0013332598081738914 0.0020088045629158549 0.0019237224021537705 0.0025604974526078897 0.0013662021861726706 0.0014958092357772864 0.0013348259894527805 0.0019504898438023046 0.001163377633204731 0.001080779886194704 0.0014302256968692353 0.0012132573803200755 0.0018921974766783469 0.0016248766823991857 0.0012848621065444368 0.0028438187932007244 0.0014562338415622369 0.0018592954133964668 0.0016161246792738551 0.0010022776175802042 0.0017575372857958618 0.0027678312182217715 0.0010518409674205023 0.0011335765886339999 0.016916073279396943
leaf_count=50 23 165 162 24 11 110 83 277 262 141 65 49 113 28 6 113 262 36 12 36 94 117 43 94 54 241 71 26 64 289
internal_value=0 -5.86951e-05 -3.5511e-05 -1.13683e-05 1.13774e-05 3.44402e-05 5.3003e-06 3.71608e-05 6.82557e-05 4.02584e-05 9.0885e-05 0.000121367 0.000151278 0.0001178 0.00015573 0.000186975 0.000218389 0.000256718 0.000313204 0.000363293 0.000400723 0.000341884 -0.00037227 0.000390674 0.000342033 0.000398992 0.000442351 0.000499616 -0.000605348 0.000547877
internal_weight=0 0.0624256 0.061193 0.0599113 0.0588465 0.0577908 0.0564576 0.0544488 0.052525 0.050802 0.0471079 0.0457417 0.0444069 0.0429111 0.0409606 0.0397972 0.0387165 0.0372862 0.0342137 0.0323215 0.0310366 0.0281928 0.00307255 0.0267366 0.0251117 0.0234956 0.0224933 0.0207357 0.00369407 0.0196839
internal_count=3121 3098 2933 2883 2721 2710 2600 2517 2240 2216 1890 1749 1700 1635 1522 1494 1488 1375 1070 1034 998 904 305 787 775 681 627 386 326 360
is_linear=0
shrinkage=0.00126831


Tree=1001
num_leaves=21
num_cat=0
split_feature=457 484 1 0 11 3 15 47 16 49 12 3 13 403 1 0 0 43 2 3
split_gain=0.000162754 0.000256652 0.000323835 0.000367528 0.000236398 0.000253521 0.000614081 0.000277838 0.000223223 0.000191445 0.00018102 0.000680435 0.000248364 0.00030005 0.000236052 0.000301524 0.000281773 0.000208903 0.000180786 0.000205963
threshold=0.088350000000000026 -0.0068949999999999992 0.13146500000000003 -0.053834999999999994 0.087830000000000005 -0.10519499999999998 -0.015744999999999999 0.10621500000000002 -0.094359999999999986 -0.12164499999999999 0.090545000000000014 0.10732000000000001 -0.095539999999999986 0.087260000000000018 0.094385000000000011 -0.13027499999999997 -0.15202999999999997 -0.081454999999999986 0.08839000000000001 -0.13927999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 4 -4 5 6 -3 9 -2 -7 12 -12 -11 14 15 -14 -16 -17 -8 -20
right_child=8 2 3 -5 -6 7 18 -9 -10 10 11 -13 13 -15 16 17 -18 -19 19 -21
leaf_value=-0.0019569285042761496 -0.00052234638423072658 0.0036599921925127661 0.0032527927362622543 -0.00012622827689595746 -0.0022483343530196754 -0.0019245941813262578 -0.001658440065647771 -0.002303841858512695 0.0020448219399475951 -0.0013491910502823462 -0.0027315843020409339 0.0017220180164898339 0.0010325021966032166 0.0027987173249554758 -0.00015844978417075661 0.00016244859968910449 0.0029058427139790834 -0.0024309497416355216 -0.0006557140167574297 0.0020694330428499322
leaf_weight=0.0014510158996627878 0.001137830909947013 0.001142649567420051 0.001216753036101359 0.0013572606134792933 0.0010740274172942313 0.0011493509436402158 0.0010586007668429388 0.0013549075045187218 0.0016601102029607509 0.0015528684147358947 0.0017572500367660235 0.0011193078207725193 0.0018077766549993149 0.0010727647579842348 0.001188652749199548 0.0010605259979796786 0.001203905260270588 0.0014873201527455596 0.0012170288776296445 0.0010128128730233499
leaf_count=481 56 69 109 98 95 73 74 101 102 98 629 14 55 84 32 223 144 501 57 26
internal_value=0 -0.00013626 -2.05625e-05 0.00147106 -0.000210074 -9.59707e-05 0.000840512 -0.000377214 0.00100084 -0.000182404 -1.89486e-05 -0.000998627 0.000281687 0.000605502 0.000256844 -0.000362012 0.00138346 -0.00135146 -0.000139185 0.000582071
internal_weight=0 0.0242848 0.0228338 0.00257401 0.0202597 0.0191857 0.00443109 0.0147546 0.00279794 0.0133997 0.0122504 0.00287656 0.00937381 0.00782095 0.00674818 0.00435562 0.00239256 0.00254785 0.00328844 0.00222984
internal_count=3121 2963 2482 207 2275 2180 226 1954 158 1853 1780 643 1137 1039 955 779 176 724 157 83
is_linear=0
shrinkage=0.0044645


Tree=1002
num_leaves=31
num_cat=0
split_feature=39 42 1456 453 4 11 150 14 41 1429 1213 48 38 3 12 457 158 156 133 12 43 4 12 160 2 0 43 1 1 48
split_gain=0.00126937 0.000975456 0.000733681 0.000670675 0.000707078 0.000868375 0.000695387 0.000686561 0.000597213 0.000568147 0.00103773 0.000696427 0.000569873 0.00102343 0.000724868 0.000688115 0.000613103 0.000961462 0.000570753 0.000505892 0.000626268 0.00129661 0.000714175 0.000975446 0.000543001 0.000539516 0.000874811 0.000833426 0.000482306 0.000446726
threshold=0.16946000000000003 -0.26584999999999998 -1.0000000180025095e-35 0.089960000000000026 0.27287000000000006 0.081790000000000015 -0.099594999999999975 -0.46885499999999997 0.078475000000000017 0.084545000000000009 -1.0000000180025095e-35 -0.075224999999999986 1.0000000180025095e-35 0.30112000000000005 -0.054684999999999991 -0.0029299999999999994 1.0000000180025095e-35 0.080810000000000007 0.18829500000000002 0.11650500000000001 -0.17390999999999998 -0.49405499999999997 0.10345000000000001 -0.085834999999999981 0.088225000000000012 -0.083914999999999976 -0.067199999999999996 0.092695000000000013 0.08844500000000001 0.11376500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 6 -4 -6 9 10 -8 -12 13 14 -13 -16 17 18 19 20 -17 -22 23 -23 25 26 -25 28 -28 -9
right_child=-2 2 3 -5 7 -7 8 29 -10 -11 11 12 -14 -15 15 16 -18 -19 -20 -21 21 22 -24 24 -26 -27 27 -29 -30 -31
leaf_value=-0.0012685590885496583 0.0012686503252500789 -0.0008449951367181576 0.00091844506436179155 -0.00097371935605603584 -0.00029321699453947178 -0.0011309922805185985 -0.0012683658080831278 0.00088740236130331596 -0.00098239832909137611 0.00068992522526631036 -0.00071552715802561276 0.00074067813514530568 -0.00080741537439537952 0.0012683843281579158 -0.00084372290009675785 0.00081411878104876078 -0.0009125513424567259 -0.0010225844826328963 -0.00069994962365483465 -0.00049279513139655908 -0.0012684743827338426 -0.0010204367285715976 0.0011833232072919206 0.0010193265660479738 0.00043904211247425322 -0.00087380120288364262 -0.0002212822722054027 -0.00087865151083462724 0.00093223252396408139 7.8430065902389658e-05
leaf_weight=0.0010600210150073499 0.0011751748987336432 0.0017537929695334844 0.0012344127448216105 0.0011343081063728269 0.0017488439075865614 0.0011618740564571786 0.0011011326190371032 0.0034357757667047286 0.0010711920895403173 0.0017204824533960652 0.002154356762424924 0.0020832617303199177 0.0012577553829125057 0.001093868150888965 0.0015953274472924042 0.002478276508313111 0.0010994352433542067 0.001263961321502415 0.0013131243523236682 0.001757465604819596 0.0010013238676407172 0.0010739394489380763 0.0011464536557443941 0.0012992425637650077 0.0085802447672715942 0.0010650998629202898 0.0012830103003129562 0.0016228328305700757 0.0010688170668800012 0.0016138341366129794
leaf_count=18 23 287 27 36 44 119 426 255 70 135 70 113 33 51 127 31 90 162 216 36 29 137 40 37 200 127 129 20 4 29
internal_value=0 -6.45321e-05 -3.91148e-05 -9.94933e-06 1.31506e-05 -5.03454e-05 -1.84496e-05 0.000391662 -4.878e-05 -2.1794e-05 -5.64442e-05 -1.74672e-05 2.94065e-05 6.35507e-05 1.92234e-05 -3.51367e-05 1.43758e-05 5.52151e-05 0.000112721 0.00016041 0.000216086 0.000134387 0.000216345 0.000147028 0.000231066 -5.04431e-05 0.00011584 -0.000179494 0.000302947 0.000628858
internal_weight=0 0.0512735 0.0502134 0.0484597 0.0473253 0.0405269 0.039365 0.00679845 0.0381306 0.0370594 0.0353389 0.0342378 0.0320834 0.0308257 0.0297318 0.0276486 0.0260532 0.0249538 0.0236898 0.0223767 0.0206192 0.018141 0.0171396 0.0159932 0.0149192 0.006339 0.0052739 0.00397466 0.00235183 0.00504961
internal_count=3121 3098 3080 2793 2757 2429 2310 328 2283 2213 2078 1652 1582 1549 1498 1385 1258 1168 1006 790 754 723 694 654 517 317 190 153 133 284
is_linear=0
shrinkage=0.00126831


Tree=1003
num_leaves=19
num_cat=0
split_feature=3 484 151 1 15 131 3 474 156 16 12 12 1 3 43 403 3 0
split_gain=0.000170995 0.000179078 0.000169178 0.000309726 0.000594398 0.000251659 0.000239498 0.000224601 0.00040967 0.000216609 0.000331623 0.000289922 0.000251159 0.000272076 0.000222639 0.000152127 0.000133911 0.000125066
threshold=0.30112000000000005 -0.0068949999999999992 0.086470000000000005 0.12811000000000003 0.091915000000000011 0.092225000000000015 0.10542000000000001 0.084660000000000027 0.083310000000000009 0.19444000000000003 0.092355000000000007 0.088105000000000003 0.077565000000000009 -0.014944999999999998 -1.0000000180025095e-35 0.07955000000000001 0.097915000000000016 -0.12333499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 7 -5 8 9 10 11 12 -3 -14 -11 -13 17 -15
right_child=-2 2 -4 6 -6 -7 -8 -9 -10 14 -12 15 13 16 -16 -17 -18 -19
leaf_value=-0.0013639187442248456 0.0015745360866258773 -0.0014859790413118527 0.0014168173244458943 0.0025180069096424431 -0.0024813160743046921 -0.0019525543594177326 1.3434315695988986e-05 0.0014674438068093391 -0.0025267895010165648 0.0026703436929751108 -0.0017433274733543594 0.00054416404399384511 0.0019674407160300408 0.00089189545659861804 0.00019408438193875045 0.0025887304152071178 -0.001221596815267877 -0.00065218113278632138
leaf_weight=0.0016667440249648049 0.0010607651429470613 0.0019239983822078588 0.0013150216713402321 0.0012520322643767559 0.0017663413296076227 0.001046706941477237 0.001245105576771266 0.0017396955074674416 0.0010317390869196688 0.0010030656594877119 0.0017446252164334828 0.0014687821152892253 0.0011436957661610236 0.0019643214965565647 0.0014546299188991094 0.0010002888773605889 0.0015167977892360796 0.0015225277411019533
leaf_count=497 132 383 91 122 383 203 29 181 189 71 216 201 136 61 57 43 57 69
internal_value=0 -8.20012e-05 6.51095e-06 -7.47436e-05 -0.000239842 -2.65331e-05 0.00126919 8.85726e-05 -6.34969e-05 0.000108891 -0.000110337 0.000159952 -0.000210966 0.000188088 0.00120473 0.00137247 -0.000218622 0.000217677
internal_weight=0 0.0258061 0.0241394 0.0228244 0.0203272 0.0185609 0.00249714 0.0175142 0.0157745 0.0147427 0.012285 0.0105404 0.00807134 0.00614734 0.0024577 0.00246907 0.00500365 0.00348685
internal_count=3121 2989 2492 2401 2250 1867 151 1664 1483 1294 1166 950 706 323 128 244 187 130
is_linear=0
shrinkage=0.00404364


Tree=1004
num_leaves=31
num_cat=0
split_feature=39 42 14 123 151 16 150 1374 401 159 16 124 3 43 33 52 376 2 403 150 47 43 52 42 133 13 52 13 12 48
split_gain=0.00157885 0.00119206 0.00101169 0.00109647 0.0010739 0.000939332 0.000949618 0.00090921 0.000854391 0.000923323 0.000877931 0.00083954 0.00127423 0.00105161 0.000854782 0.000928042 0.000734899 0.000926228 0.000677576 0.00068976 0.000882811 0.000643598 0.000611788 0.000617247 0.00106441 0.000868651 0.000843012 0.000886478 0.000700313 0.000618857
threshold=0.16946000000000003 -0.26584999999999998 0.076175000000000007 1.0000000180025095e-35 -0.5145249999999999 -0.54165499999999989 -0.22665999999999997 0.093235000000000012 0.10076500000000001 -0.032739999999999991 -0.16927999999999996 -0.013479999999999999 0.149315 0.24789500000000006 -0.0066799999999999993 -0.43320999999999993 0.049360000000000008 0.11362000000000001 -0.088999999999999982 -0.093064999999999995 0.092165000000000011 -0.076124999999999984 -0.23375999999999997 0.083995000000000014 0.093255000000000018 -0.014169999999999999 0.11434500000000002 0.14871000000000004 0.095175000000000023 0.095425000000000024
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 -6 -7 8 9 10 -8 -11 13 14 -13 -16 17 -5 -17 -20 22 -22 -21 26 25 -25 27 28 29 -24
right_child=-2 2 -4 16 5 6 7 -9 -10 11 -12 12 -14 -15 15 18 -18 -19 19 20 21 -23 23 24 -26 -27 -28 -29 -30 -31
leaf_value=-0.001457224936110357 0.0014573718676463023 -0.0014570236395373564 -0.00098936408201484994 -0.00088039300766267641 0.0010422065472773655 0.0010459139136707338 0.00034625245711802422 -0.0014571415914164559 -0.0013832251259542419 -0.00094978123465462832 -0.0012595601330536114 -0.0011596907446074179 0.00086194697087921181 -0.0014570792288989222 -0.0009392053995003289 -0.00089610818938120696 0.001289950260389986 0.0010593794734736481 -0.00096182384096810505 -0.001003769969659756 -0.00020032451991134587 0.0010954653311721079 -7.9646114442258272e-05 0.00031236311518001447 -0.00067140663242440824 0.0013453255370449542 -0.00099604213540991455 -0.0011160493955405008 0.00094690611282878165 0.00094503564957372488
leaf_weight=0.0012951452446365854 0.0014623653292531449 0.0011487484507028958 0.0023140776984345015 0.0010516070920001388 0.0016696021046058709 0.0015737010164684753 0.001035307814259312 0.0010314901943431201 0.0010367710711256519 0.0018518334744825884 0.0023928715555570071 0.0012724787971478682 0.0037598224138655203 0.0010608416651303179 0.0018878318920525486 0.001364013377108452 0.0021984836940660557 0.0010384028648324772 0.0011395945785537256 0.0010384488028933872 0.0010655105247892038 0.003440931128096735 0.010360818631541591 0.0051929971038093825 0.0015349023134390016 0.0025896413585542177 0.0017209872593753053 0.0012102935077891184 0.0021575386310246367 0.0014228286545403543
leaf_count=18 23 46 100 58 55 22 23 30 151 54 362 21 109 129 251 321 141 55 20 27 56 39 397 374 88 14 35 36 51 15
internal_value=0 -7.4224e-05 -4.46481e-05 -7.11663e-06 -6.34676e-05 -3.31549e-05 -6.8262e-05 -0.000103635 -7.48707e-05 -4.63133e-05 -0.000774606 1.03385e-05 5.24513e-05 -2.66852e-05 1.38889e-05 5.52259e-05 0.000701918 8.33657e-05 0.000110057 0.000151804 0.000191794 0.000789087 9.29392e-05 0.000136424 0.000437397 0.000656077 -2.97829e-05 7.997e-05 0.000183802 4.40801e-05
internal_weight=0 0.0618575 0.0605624 0.0582483 0.0539598 0.0528111 0.0511415 0.0495678 0.0485363 0.0474995 0.00342818 0.0440713 0.0422195 0.0384597 0.0373988 0.0361263 0.00428849 0.00209001 0.0342385 0.0328745 0.0317349 0.00450644 0.0272285 0.02619 0.00931754 0.00778264 0.0168725 0.0151515 0.0139412 0.0117836
internal_count=3121 3098 3080 2980 2726 2680 2625 2603 2573 2422 385 2037 1983 1874 1745 1724 254 113 1473 1152 1132 95 1037 1010 476 388 534 499 463 412
is_linear=0
shrinkage=0.00145689


Tree=1005
num_leaves=31
num_cat=0
split_feature=39 9 42 401 156 14 151 4 150 41 158 1429 457 160 2 133 38 16 12 16 0 156 1374 43 3 0 43 16 3 0
split_gain=0.00148192 0.00119703 0.000957144 0.000984524 0.00100369 0.000940422 0.0009331 0.000941146 0.00089977 0.00084244 0.000842996 0.000683836 0.000701723 0.000802402 0.000797928 0.000780555 0.00078633 0.000680994 0.000714333 0.000665885 0.000642316 0.000639044 0.000681552 0.000714572 0.000749193 0.000622704 0.00084575 0.00135605 0.00101855 0.00081122
threshold=0.16946000000000003 -0.036024999999999995 -0.26584999999999998 0.10076500000000001 -1.0000000180025095e-35 0.076175000000000007 -0.5225749999999999 0.27287000000000006 -0.22665999999999997 0.079300000000000009 0.094245000000000009 0.084545000000000009 -0.0029299999999999994 -0.090969999999999981 0.10327000000000001 0.18829500000000002 0.091770000000000004 -0.54165499999999989 -1.0000000180025095e-35 -0.51370499999999997 -0.030209999999999997 0.09747500000000002 -0.094929999999999987 0.24789500000000006 0.149315 -0.23001499999999997 -0.074359999999999996 -0.056919999999999991 -0.077774999999999983 -0.046359999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 -4 6 -6 8 -8 10 11 12 14 20 -10 16 21 -9 -19 -20 -14 22 -15 24 25 -24 28 -28 -27 -29
right_child=-2 2 3 -5 5 -7 7 17 9 -11 -12 -13 13 15 -16 -17 -18 18 19 -21 -22 -23 23 -25 -26 26 27 29 -30 -31
leaf_value=0.0014286218559678577 0.0014288555512594172 -0.0014286108777366638 -0.0014283878442420692 -0.0013701610100986293 -0.0013332262490566525 -0.00098450529934912957 0.0011368037493495111 0.0014284630587734508 -0.0014284400844356857 -0.001157005669972402 -0.0012541082596497679 0.00078873545097803697 -0.0011891890145436898 -0.00062535424092668469 4.095181418896614e-05 -0.0008623714303527104 -0.00092237107727414711 0.0013006495845470421 -0.00093309934618429906 0.00035249549498396943 0.00021670205445072094 -0.0009217820230795616 0.0010614793488221577 -0.00078836635897047095 0.0011284813747726168 0.00016761211695608385 0.00030266788031046245 -0.0013269515122984147 0.0011394504554267666 -0.00013471195166945004
leaf_weight=0.0010661547193890888 0.0013741622794327659 0.0010833597457491342 0.0010527254099614849 0.0011705052632198223 0.0010268638040997749 0.0019909199791516832 0.0012998017062955105 0.0013688346643476734 0.0015307790659431211 0.0014055026467332246 0.0011232814685939721 0.0021270342560075753 0.0019215450032818993 0.0018533062018803994 0.0014856966887180079 0.0017196408653346032 0.0013964093401455093 0.0011799777009784407 0.001068642224282712 0.0035605942276077931 0.0010122185934164909 0.0010486313702355856 0.0017766246936616699 0.0012435719490664346 0.0021455666113325824 0.0065100517751508491 0.0077621626688966034 0.0021095923658616123 0.0033232578106296949 0.0025983594727421568
leaf_count=89 23 18 162 163 46 83 15 51 149 60 167 108 231 23 34 252 34 105 24 95 16 115 13 95 47 217 410 138 89 49
internal_value=0 -7.1317e-05 -9.84697e-05 -7.35437e-05 -4.6749e-05 -2.05839e-05 1.52214e-05 4.15604e-05 -3.44356e-05 -6.89619e-05 -3.31378e-05 -1.4105e-07 -4.26887e-05 1.21429e-05 -0.000704724 7.48939e-05 0.00012563 0.000522149 0.000308593 5.57206e-05 -0.000704123 0.000173815 0.000212996 0.000269558 0.000319723 0.000247662 0.000182835 -6.41533e-05 0.000496054 -0.000668944
internal_weight=0 0.0599616 0.0588955 0.0578121 0.0566416 0.0555889 0.0535979 0.0525711 0.045393 0.0440932 0.0426877 0.0415644 0.0394374 0.0364209 0.00301648 0.0334872 0.0317675 0.00717805 0.00580921 0.00462924 0.00293376 0.0303711 0.0293225 0.0274692 0.0262256 0.02408 0.0223034 0.0124701 0.00983331 0.00470795
internal_count=3121 3098 3009 2991 2828 2666 2583 2537 2262 2247 2187 2020 1912 1729 183 1482 1230 275 224 119 247 1196 1081 1058 963 916 903 597 306 187
is_linear=0
shrinkage=0.00142833


Tree=1006
num_leaves=22
num_cat=0
split_feature=1213 160 43 42 40 133 12 12 4 52 475 2 51 51 43 3 16 2 4 49 16
split_gain=0.000193021 0.000179091 0.000211545 0.00026417 0.000357019 0.000292769 0.000270062 0.00054257 0.000385806 0.000294088 0.000282572 0.000272443 0.00027809 0.000266457 0.00020059 0.0002109 0.000245004 0.000191758 0.000269589 0.000185475 7.70451e-08
threshold=-1.0000000180025095e-35 -0.40698999999999991 0.24789500000000006 -0.11466499999999999 -0.013874999999999998 -0.085499999999999979 0.097825000000000009 0.092355000000000007 0.09173000000000002 -0.0064899999999999992 -1.0000000180025095e-35 0.089885000000000007 0.092790000000000011 0.067785000000000012 -0.08756499999999999 -0.083924999999999986 -0.014034999999999997 0.10882500000000002 0.15285000000000001 -0.0055299999999999993 0.023255000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 19 -6 7 9 -8 10 -7 -12 20 14 -11 -16 17 18 -17 -5 -13
right_child=1 2 -4 4 5 6 8 -9 -10 13 11 12 -14 -15 15 16 -18 -19 -20 -21 -22
leaf_value=-0.0019056972465855764 -0.0017256726857371387 -0.0015980021140262941 -0.0017270111470412154 0.00059004378803271802 0.0019274340839536051 -0.0025040453582651136 -0.00026612881148789904 -0.0029457879827319788 0.0028066478644604106 -0.0013862450202313406 -0.0018806261184798907 0.0014883943162010244 -0.0012443617699592793 0.0022973908939846674 0.0022976811536808369 -0.0010349659940643043 0.0019082545555129773 -0.0018773835166267453 0.0018910244605210731 0.0030945145476049219 0.0014341144891225209
leaf_weight=0.0010008057808010276 0.001041740687031111 0.0014503719360571257 0.0011272876850587634 0.0010297738762350406 0.0016239037948746473 0.0013571502663749522 0.0016871790731033389 0.0013065687862754425 0.0014603795203207426 0.0012794409510190619 0.0013358245380855546 0.0010012126867433579 0.0011428607309729166 0.0013605312595448282 0.0010558371197773031 0.0013458707584428353 0.0011354774278755711 0.0011724610950700765 0.0010933078087953518 0.0012592221165488296 0.0010026769760624887
leaf_count=491 215 111 157 120 159 268 180 276 63 71 200 50 64 72 117 119 60 62 56 157 53
internal_value=0 5.27834e-05 0.000126223 0.000212909 0.00032887 0.000144618 -9.89762e-06 -0.000246017 0.00115955 9.56477e-07 -0.000754236 -0.000224462 0.000478596 0.000523301 0.000182498 0.000528376 0.000134853 -0.000422694 0.000276544 0.0019678 0.00146123
internal_weight=0 0.0262691 0.0252273 0.0241001 0.0226497 0.0203607 0.0187368 0.0155892 0.00314756 0.0142827 0.00583973 0.00448257 0.00314675 0.00844293 0.0070824 0.00580295 0.00474712 0.00361164 0.00243918 0.002289 0.00200389
internal_count=3121 2630 2415 2258 2147 1870 1711 1468 243 1192 635 367 167 557 485 414 297 237 175 277 103
is_linear=0
shrinkage=0.00437696


Tree=1007
num_leaves=31
num_cat=0
split_feature=39 42 3 14 453 150 159 4 16 158 0 0 1 3 1429 457 16 2 15 0 43 3 11 16 3 13 13 13 49 133
split_gain=0.00152736 0.000794908 0.000736569 0.000740328 0.000553882 0.000676001 0.000927332 0.000875485 0.000686433 0.000728886 0.000747183 0.000896914 0.000769195 0.000802996 0.000682385 0.000793919 0.000735675 0.000928678 0.000630462 0.000620027 0.000550787 0.000495613 0.00102574 0.000480936 0.000471511 0.000491117 0.00043639 0.000401608 0.000392047 0.000377956
threshold=0.16946000000000003 -0.26584999999999998 0.31299000000000005 0.076175000000000007 0.091330000000000008 -0.22665999999999997 -0.032739999999999991 0.27834500000000006 0.51524500000000006 0.084765000000000021 -0.061629999999999997 -0.053834999999999994 1.0000000180025095e-35 -0.084074999999999997 0.032755000000000006 -0.0029299999999999994 0.064860000000000015 0.090310000000000015 0.083935000000000023 -0.18113999999999997 -0.03898999999999999 0.11924500000000002 0.090920000000000015 -0.15012499999999998 -0.10831999999999999 0.18141000000000002 -0.42195999999999995 0.038215000000000006 -0.081404999999999991 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 -3 23 8 9 10 12 -12 13 -8 15 -14 17 28 -15 -19 -20 22 -9 -7 25 27 -26 -13 -17 -30
right_child=-2 2 -4 -5 -6 6 7 21 -10 -11 11 24 14 18 -16 16 -18 19 20 -21 -22 -23 -24 -25 26 -27 -28 -29 29 -31
leaf_value=-0.0012939581968613788 0.0012940411557820055 0.00069742108503580331 0.00074456699905062391 -0.0010223012723325953 -0.0011413291329221262 -0.00011350828615708273 -0.001101812534493855 0.0012429817591346481 -0.0012938207798626413 -0.00098361506562874698 0.0011148533703161504 0.00014194136000943088 -0.001092285434985456 -0.00075522076645656772 0.00089607956288386694 0.00050339116233890551 -0.0011409056790715991 3.7691476419046543e-05 0.00088567949477239493 0.0011011347286371362 -0.00027916499379865387 -0.00030137192165259429 -0.0001806997098855222 -0.0011636979941245836 0.0002054040451357195 -0.00024202007300777823 -0.00054802094935674857 0.0012485679021345209 -0.00080789894491151506 -0.00016036633527645675
leaf_weight=0.0011961891091161183 0.0010923401356848208 0.0013655852298768414 0.001273162975743424 0.0020042435375806624 0.0010688811757404429 0.0010254131362881225 0.0032793604409504431 0.0019054113508074613 0.0010055790331184858 0.0019365033489333596 0.0013283614837718014 0.0010457175878286771 0.0014680526919335088 0.0027327602317801496 0.0010374655029892202 0.0010620360558846204 0.0010297645620980242 0.0019350075053807814 0.0010027838768920105 0.0017450409794790298 0.0021063731153390108 0.0014081171477755561 0.0015246924342591228 0.002531504709270215 0.0020677691991295441 0.0014747656596227898 0.0034057283274258141 0.0011551145510111382 0.0020674982096657865 0.0055805106038242487
leaf_count=18 23 24 120 99 30 32 514 176 119 228 31 19 42 286 23 25 37 15 33 58 229 19 26 366 13 15 166 23 120 192
internal_value=0 -0.000251162 -0.000227436 -0.000251559 -0.000220223 -0.000199808 -0.000225954 -0.000173797 -0.000239033 -0.000210719 -0.000168587 0.000121498 -0.000289934 -0.000589496 -0.00011836 -0.000189051 -9.02425e-05 -2.91988e-06 -0.000301907 0.000541965 9.65276e-05 0.000344861 0.000610151 -0.000860942 -2.27275e-05 0.000335659 -0.000263393 0.000722758 -0.000233137 -0.000335415
internal_weight=0 0.0537694 0.0525732 0.0513 0.0492958 0.0482269 0.0468613 0.0433044 0.0384662 0.0374606 0.0355241 0.0104775 0.0250467 0.00912128 0.0159254 0.0148879 0.0134199 0.0123901 0.00584192 0.00368005 0.00310916 0.00483822 0.0034301 0.00355692 0.0091491 0.0036756 0.0054735 0.00220083 0.00871004 0.00764801
internal_count=3121 3098 3080 2960 2861 2831 2807 2409 2188 2069 1841 267 1574 1062 512 489 447 410 548 73 262 221 202 398 236 57 179 42 337 312
is_linear=0
shrinkage=0.00129368


Tree=1008
num_leaves=31
num_cat=0
split_feature=39 14 42 151 401 1429 4 50 150 159 11 376 159 12 3 3 13 1373 156 3 403 15 1 12 47 43 0 47 49 3
split_gain=0.00115085 0.00102402 0.00102474 0.00102932 0.00101308 0.000831653 0.00104069 0.000995196 0.000889438 0.000888707 0.0008197 0.00082627 0.000694097 0.000682838 0.00113593 0.000645955 0.000891708 0.000747154 0.000684593 0.000666455 0.00104993 0.000956544 0.00116118 0.000681329 0.000591599 0.000667682 0.00105811 0.000509427 0.000500655 0.000746464
threshold=0.16946000000000003 0.076175000000000007 -0.26584999999999998 -0.5145249999999999 0.10076500000000001 -1.0000000180025095e-35 0.27834500000000006 0.11375500000000001 -0.22665999999999997 -0.032739999999999991 0.081790000000000015 0.048375000000000008 -0.46267499999999995 -0.14757499999999998 0.30112000000000005 -0.12018999999999998 0.14871000000000004 0.075690000000000021 0.091255000000000017 0.092670000000000016 -1.0000000180025095e-35 0.088235000000000022 0.095025000000000012 0.091840000000000019 0.09550500000000002 -0.083134999999999987 -0.13455999999999999 0.10954500000000002 -1.0000000180025095e-35 -0.084074999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 5 -5 8 27 -7 12 11 13 -10 -11 15 16 -15 18 19 20 -17 22 24 -23 25 28 -27 -8 -22 -30
right_child=-2 -3 3 4 -6 6 7 -9 9 10 -12 -13 -14 14 -16 17 -18 -19 -20 -21 21 23 -24 -25 -26 26 -28 -29 29 -31
leaf_value=-0.0013731119388746811 0.0013732117665286052 -0.00094609210753604999 -0.0012922957225806346 -0.00090387464424215782 -0.0012958499987517874 0.0011175583124118 0.0010715514135131228 -0.00064282525161739107 0.00013998831439112296 -0.0010736224591987034 -0.0011640459831707645 0.00080004583840872785 -0.0012783004767500624 0.00089170848318137399 0.0013729672229647906 -0.0011941047355458383 -0.00021618233879519761 -0.0010705539415983021 -0.0010910736591234805 0.00037161610461118578 -0.00078068216212417974 0.00072348295831940052 0.00040899021293837616 -0.00021082775414080012 0.00048358224815121603 -0.00023061608272868434 -0.0013730461801211981 1.6820398649714881e-05 -0.00052052550665873849 0.001124629592066713
leaf_weight=0.0010495488776598441 0.0010678370258290206 0.0023859897885731831 0.00114636194967943 0.0016806616635602891 0.0010790856614661939 0.0013244957529821013 0.0040899860256571321 0.0010064629147308324 0.0010143041721661916 0.001075197689935691 0.0010662238806418136 0.0026299103589302311 0.0018124279022950765 0.0032435972635766882 0.0011610499579148828 0.0015715987801132583 0.00236950886109355 0.0013757716140503353 0.001117961712832293 0.0070558678598331417 0.0012076201296693512 0.0043119667346935833 0.0039319339560393027 0.0022327717478880516 0.0011084545934707543 0.0028465975944413765 0.0032986775940022934 0.0010939251019053131 0.0010049134417826622 0.0010768298522840771
leaf_count=17 23 101 49 153 153 15 263 17 84 21 60 102 268 50 45 583 33 40 94 63 109 95 90 106 54 28 300 24 55 26
internal_value=0 -6.43624e-05 -2.8695e-05 -4.3392e-06 2.16605e-05 4.71808e-05 7.67655e-05 0.000606434 8.22449e-06 -2.33646e-05 2.49065e-05 5.46503e-05 -0.000769382 5.63038e-06 3.54494e-05 -5.68327e-06 0.000424025 -8.07276e-05 -3.64641e-05 3.30394e-06 -0.000111729 -3.08028e-05 -0.000227728 0.000404738 -0.000465186 -0.000576654 -0.000843853 0.000848979 -7.74666e-05 0.000330469
internal_weight=0 0.0613697 0.0589837 0.0579342 0.0567878 0.0557087 0.0540281 0.00619037 0.0478377 0.0465132 0.0436865 0.0426202 0.00282673 0.0399903 0.0389151 0.0377541 0.00561311 0.032141 0.0307652 0.0296472 0.0225914 0.0210198 0.014475 0.00654474 0.0105431 0.00943464 0.00614528 0.00518391 0.00328936 0.00208174
internal_count=3121 3098 2997 2980 2931 2778 2625 304 2321 2306 1954 1894 352 1792 1771 1726 83 1643 1603 1509 1446 863 662 201 572 518 328 287 190 81
is_linear=0
shrinkage=0.00137286


Tree=1009
num_leaves=31
num_cat=0
split_feature=39 9 39 3 401 1365 1348 159 14 33 4 11 52 12 1374 403 39 1374 51 160 4 0 128 48 51 2 376 3 2 15
split_gain=0.00170382 0.00145928 0.00106537 0.00172854 0.001071 0.000831762 0.000812774 0.00116023 0.000934848 0.00086876 0.000922454 0.00118624 0.000887271 0.0010012 0.000910935 0.000838883 0.000834416 0.000762295 0.000840363 0.000895248 0.000664027 0.000689026 0.000638539 0.000622005 0.00132752 0.000607111 0.000551293 0.000659069 0.000729068 0.00106893
threshold=0.16946000000000003 -0.036024999999999995 0.15009500000000003 0.31299000000000005 0.10076500000000001 1.0000000180025095e-35 0.089175000000000018 -0.032739999999999991 0.076975000000000002 -0.0066799999999999993 0.27834500000000006 0.081790000000000015 -0.11592499999999999 0.10345000000000001 0.087855000000000016 -0.088999999999999982 -1.0000000180025095e-35 -0.094929999999999987 0.067785000000000012 0.10210000000000001 0.41257000000000005 -0.15202999999999997 0.086435000000000012 0.091220000000000009 0.086310000000000012 0.116525 0.048375000000000008 -0.11255999999999998 -0.0091949999999999983 0.088235000000000022
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 6 7 25 9 -9 11 12 13 -11 15 -14 -17 -18 19 22 -12 -22 26 24 -20 -3 27 -19 -29 -30
right_child=-2 2 -4 -5 -6 -7 -8 8 -10 10 20 -13 14 -15 -16 16 17 18 23 -21 21 -23 -24 -25 -26 -27 -28 28 29 -31
leaf_value=0.0011954350619609014 0.0011956708706551545 -0.00092653447288107795 -0.001181689411439979 0.0011952315335929239 -0.0011952303009045207 -0.00091757462986313029 0.00092619571929659342 -0.00088273757667142153 -0.00088492863966167215 -0.00069886902757292535 0.0011805603332066357 -0.0011952265352188542 -0.00073066229525003035 0.00051814141038847641 -0.00091018185083407846 -0.0005832218923485673 -0.0005043145765113074 0.00065150371063783471 0.0010226662704003909 -0.00085591564963997415 -0.00026898111438540588 0.00068620258321252592 -0.00055150646917369501 0.0011523395893753695 -0.0006926539153228634 6.0290262164317355e-05 0.0010599922183326586 0.00096884496793012956 -0.00018641022283771922 0.00049255548866665899
leaf_weight=0.0013423244918726587 0.00164143250073323 0.0030965611369628823 0.0011949120191729881 0.0015710607979926286 0.0011942083816762752 0.0015436816826976943 0.0012459825127564264 0.0014473773156566941 0.0016493557419039453 0.0042093746109967958 0.001519963462229156 0.0011624776391272454 0.0015334651751874864 0.0012529926885695986 0.0012373397414435763 0.001957602393929391 0.0019392059527376651 0.0042357070432217153 0.0015589361928505232 0.0011428502584891467 0.0019349446607144216 0.0024378062157026648 0.0014091273422680564 0.0024061036183873341 0.0010986604821496826 0.0012499804826227034 0.0012178235107000992 0.0013305442845421471 0.0097144509347506826 0.0050255331687729657
leaf_count=89 23 367 11 109 156 61 29 27 78 315 41 93 311 46 45 25 46 43 12 71 35 94 86 40 81 44 37 13 486 207
internal_value=0 -3.75381e-05 -6.40112e-05 -4.22327e-05 -7.47694e-05 -5.19191e-05 -2.84811e-05 -4.98106e-05 3.08431e-07 2.96434e-05 5.69701e-05 -4.56487e-06 2.89735e-05 -0.000419703 9.74186e-05 0.000133483 0.000173594 0.000221265 0.000269551 0.00017647 0.000500071 0.000263533 0.000227918 0.000712113 0.000313546 -0.000642743 0.000278945 0.000232104 0.000121562 4.50802e-05
internal_weight=0 0.0638604 0.062518 0.0613231 0.0597521 0.0585578 0.0570142 0.0557682 0.0514216 0.0497723 0.0483249 0.0424322 0.0412697 0.00546237 0.0358074 0.03457 0.0330365 0.0310789 0.0291397 0.024076 0.00589271 0.00437275 0.0229332 0.0050637 0.0026576 0.00434654 0.0215241 0.0203062 0.0160705 0.01474
internal_count=3121 3098 3009 2998 2889 2733 2672 2643 2232 2154 2127 1957 1864 361 1503 1458 1147 1122 1076 943 170 129 872 133 93 411 786 749 706 693
is_linear=0
shrinkage=0.00119516


Tree=1010
num_leaves=31
num_cat=0
split_feature=39 42 14 123 1456 151 4 15 3 150 128 1456 41 157 457 376 2 475 1213 43 4 13 160 47 52 2 1 1 160 1
split_gain=0.00136172 0.00109538 0.00108776 0.00115483 0.0010712 0.00104018 0.001072 0.00110184 0.00114361 0.00106591 0.000919792 0.000935013 0.000902385 0.000912434 0.000876068 0.000847019 0.000884218 0.000798529 0.000979883 0.000733146 0.00158259 0.00114219 0.00115841 0.000768984 0.000993456 0.000756587 0.00116737 0.00098484 0.00093914 0.000716751
threshold=0.16946000000000003 -0.26584999999999998 0.076175000000000007 1.0000000180025095e-35 0.075120000000000006 -0.5145249999999999 0.24564500000000003 -0.11713499999999999 0.30112000000000005 -0.22665999999999997 0.086435000000000012 -1.0000000180025095e-35 0.079885000000000025 0.087580000000000005 -0.068264999999999978 0.049360000000000008 0.11215000000000001 -0.081629999999999994 -1.0000000180025095e-35 -0.51144999999999985 -0.51843499999999987 -0.39067499999999994 -0.098904999999999979 0.09550500000000002 -0.11592499999999999 0.13913500000000004 0.10060500000000001 0.090840000000000018 0.10070500000000002 0.094465000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 -3 7 -7 9 -9 11 -11 13 17 -8 16 -5 -13 -19 -20 -21 -22 -23 24 -24 26 27 28 -26 -29
right_child=-2 2 -4 15 -6 6 14 8 -10 10 -12 12 -14 -15 -16 -17 -18 18 19 20 21 22 23 -25 25 -27 -28 29 -30 -31
leaf_value=-0.0014006278277395976 0.0014007717608375445 -0.0014004457703272865 -0.0010048556459088555 -0.00085881989834634277 -0.0014004312721804903 -0.0012459679564710425 -0.00076689066926636336 0.001179138245419755 0.0014004184545483138 -0.0014004161850907741 -0.0014004807588640143 0.00082330544699697761 -0.0013613270325442258 -0.0012978710197019895 0.00055954791529091552 0.001274810946294274 0.00096450700645914818 -0.0014003728014972191 0.00087408726036505792 -0.0014006899573150973 0.00091581624308928 -0.0013567131713423607 -0.001046408733605851 0.00076246322804179054 0.00026422482102357928 -0.00103339893194448 0.00095533752615058057 -0.0013742647394331083 -0.0010948829130862864 6.2282137937452487e-05
leaf_weight=0.0012112452667949461 0.0012387560305455727 0.0010857715429324335 0.0022745540355568741 0.0010633261437060773 0.0011685239356662427 0.0016205936784792199 0.0011037053958489204 0.0012231353880451925 0.0010135716547523535 0.0010685458347907675 0.0011177474811550061 0.002214265809476145 0.0010299798620962966 0.0010780850533484978 0.0084633364067983052 0.0022442633757115971 0.001023574698738372 0.0010151557443451855 0.0017643034968841667 0.0016177478033227851 0.002554793201852589 0.0012967373263901285 0.0019043626313877049 0.0023488865601137823 0.009813612754706845 0.0012465989167367289 0.0026181561344174034 0.001702927812672784 0.0011096896978628487 0.0011349644161171568
leaf_count=18 23 44 100 55 230 117 21 12 46 229 169 115 42 110 253 141 58 340 15 22 13 139 152 43 449 10 33 47 47 28
internal_value=0 -8.24494e-05 -5.53515e-05 -1.72255e-05 -7.47548e-05 -4.44677e-05 -1.50579e-05 -0.00011466 -6.74969e-05 -0.000106796 -0.000149727 -0.000110367 -7.03536e-05 -3.05671e-05 0.000406523 0.000677659 3.54781e-05 1.16768e-05 -4.79742e-05 -8.16359e-07 -5.72581e-05 2.72064e-05 -7.07492e-05 5.46733e-06 -8.55756e-05 1.82358e-05 9.82736e-05 -6.47884e-05 0.000126154 -0.000799743
internal_weight=0 0.0601322 0.0589209 0.0566464 0.0523152 0.0511467 0.0500609 0.0404939 0.0388733 0.0378597 0.0366366 0.0355188 0.0344503 0.0334203 0.00956704 0.00433116 0.0020869 0.0323422 0.0301279 0.0291128 0.0273485 0.0257307 0.0231759 0.0218792 0.0195303 0.0176259 0.0163794 0.0137612 0.0109233 0.00283789
internal_count=3121 3098 3080 2980 2726 2496 2452 2178 2061 2015 2003 1834 1605 1563 274 254 113 1453 1338 998 983 961 948 809 766 614 604 571 496 75
is_linear=0
shrinkage=0.00140032


Tree=1011
num_leaves=22
num_cat=0
split_feature=401 1447 453 4 474 12 1 12 1 15 13 1374 15 43 12 16 0 13 2 48 42
split_gain=0.000188462 0.000180957 0.000244473 0.000390851 0.000241471 0.000236896 0.000227411 0.000277254 0.000269143 0.000208629 0.000248414 0.000172997 0.000336659 0.000225437 0.000518766 0.00042012 0.00031069 0.000336726 0.000308476 0.000294005 0.000182946
threshold=0.085410000000000014 -1.0000000180025095e-35 1.0000000180025095e-35 0.24564500000000003 0.087745000000000017 0.10711000000000002 0.111945 0.09364500000000002 0.10708500000000001 -0.10324499999999999 -0.39067499999999994 -0.094929999999999987 -0.094549999999999981 -0.074359999999999996 0.090020000000000017 0.11346000000000002 -0.077999999999999986 0.23074000000000003 0.088225000000000012 0.084670000000000009 0.086835000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 9 8 -8 -5 -3 -11 -12 -13 16 15 18 -14 20 -15 -20 -18
right_child=-2 2 -4 6 -6 -7 7 -9 -10 10 11 12 13 14 -16 -17 17 -19 19 -21 -22
leaf_value=-0.0014534304599071576 -0.0015362647086540882 -0.0012629341191093047 -0.0016136810044153299 0.0017129536854703807 -0.0018235234214245863 -0.00147661714829557 0.0034789189604564935 0.00069735487651297458 -0.00082487579656438149 0.0018017881713928402 -0.0012687892625366029 0.0018495629855129596 -0.00062007099191055339 -0.00094251316725682381 -0.002525493564536668 -0.0017489491724769378 0.0031876172356960731 -0.0003281316096159428 0.0024716363787440879 -2.3691604876642122e-05 0.0010874839284016028
leaf_weight=0.0011364677834955197 0.0011554813217251594 0.0013672053272613038 0.0011553306161893309 0.0011747927043073139 0.0010514340051729345 0.0013687588997542402 0.0010636425002945593 0.0010184868518692269 0.0012547930520199202 0.0014335402151246434 0.0011645334192529342 0.001699227937899111 0.0019803665983680885 0.0011380200963574628 0.0013698142003510938 0.0013256773856431536 0.0011505546690964126 0.0012817744326980574 0.0016108584845113683 0.0011934827497839251 0.0012637271381805704
leaf_count=295 270 149 78 91 181 174 178 55 34 51 48 65 349 326 377 86 99 21 62 35 97
internal_value=0 3.49487e-05 9.98415e-05 0.000179313 -4.51535e-05 5.14913e-05 0.0011942 0.0021183 0.000402257 0.000167829 0.000285587 0.000142384 0.000259654 4.0265e-05 -0.000436499 0.000106689 0.00059778 0.00125031 0.000730674 0.00140966 0.00208833
internal_weight=0 0.0272025 0.026066 0.0249107 0.020399 0.0193475 0.00451172 0.00208213 0.00242959 0.0179788 0.0166116 0.015178 0.0140135 0.0123143 0.00663785 0.00526804 0.00567642 0.00369606 0.00394236 0.00280434 0.00241428
internal_count=3121 2851 2556 2478 2120 1939 358 233 125 1765 1616 1565 1517 1452 886 509 566 217 423 97 196
is_linear=0
shrinkage=0.00381041


Tree=1012
num_leaves=31
num_cat=0
split_feature=39 9 14 42 3 457 457 51 1456 1 15 1375 47 33 13 376 4 42 133 49 52 50 42 0 133 1 3 0 15 0
split_gain=0.00140594 0.00117662 0.00104454 0.00103325 0.000928068 0.000798178 0.000828346 0.000990773 0.00090803 0.000785718 0.00101883 0.000693203 0.00062061 0.00060134 0.000642795 0.000656749 0.000585515 0.000575842 0.00102864 0.000940084 0.000856633 0.00117252 0.000806958 0.000755526 0.00135085 0.000748927 0.000625112 0.000708913 0.000618043 0.000596304
threshold=0.16946000000000003 -0.036024999999999995 0.076175000000000007 -0.26584999999999998 0.30112000000000005 -0.15747999999999998 0.080930000000000016 0.15000000000000002 -1.0000000180025095e-35 0.12811000000000003 0.091915000000000011 0.079730000000000009 0.11893500000000001 -0.0066799999999999993 -0.53104499999999988 0.049360000000000008 0.181285 -1.0000000180025095e-35 0.091410000000000005 -0.053364999999999996 -0.070154999999999981 0.10124500000000002 -0.088669999999999985 -0.099059999999999995 0.11224500000000003 0.084165000000000004 -0.082974999999999979 -0.15090499999999998 -0.026084999999999994 0.089620000000000019
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 5 -5 7 8 -7 10 11 12 13 -10 -15 17 -12 22 19 28 25 26 23 -16 -25 -21 -22 -28 -19 -20
right_child=-2 2 -4 4 -6 6 -8 -9 9 -11 16 -13 -14 14 15 -17 -18 18 29 20 21 -23 -24 24 -26 -27 27 -29 -30 -31
leaf_value=0.0013197990811031387 0.0013199883720575038 -0.0013198051628158108 -0.00095096202562014638 0.00093639431867646424 0.00082576452095185077 -0.0013196220627204357 0.00032436172582529685 -0.0012708707788649416 -0.00098490901359713358 0.00052436888911597669 -0.0012154149343500907 -0.0010989715741489667 -0.00090918337113367006 -0.00088067344952259981 0.00089584892714431627 0.00099716543896271985 -8.8022861267682693e-05 1.0943827434130314e-05 -0.0012627574820291297 0.00031826213052525731 0.00099618896750966208 -0.00079498243899401417 -0.0011910866259289695 -0.001213835871801463 0.00069185337914236451 -0.00084940331656311436 0.0010392201968155367 0.00016788176029221611 -0.0013117219722023881 -4.5606492671523915e-05
leaf_weight=0.0010727028662529383 0.001334038025980532 0.0010763626240120052 0.0022770942767031946 0.0013930832606945378 0.0021981241024704437 0.0010551102394988901 0.007670046252002293 0.0013214193639896612 0.0010355805367083795 0.0034355491501152349 0.0022494265823862483 0.0010955293207821617 0.0013490596270209201 0.0012743435145239302 0.0010770096360914749 0.0012902330894242189 0.0012466728676372441 0.0015190937652782566 0.001340021053513051 0.0020684982263059438 0.0044231136238952308 0.0011538537460049634 0.0014684044357873285 0.0015434645167955452 0.0011159476482274222 0.0017790191400806066 0.0021699643119745659 0.006483501582050839 0.0010337325891036633 0.0014693753421965994
leaf_count=89 23 17 100 27 120 250 217 64 22 99 339 117 48 5 26 32 8 47 170 79 92 75 361 176 43 141 21 255 46 12
internal_value=0 -4.97146e-05 -7.47789e-05 -3.93634e-05 -1.44224e-05 -4.92282e-05 -7.58028e-05 -0.000145562 -0.000110719 -8.00729e-05 -0.000134454 -6.60287e-05 -3.23438e-05 4.3411e-06 3.71659e-05 7.62383e-05 -0.000813399 3.47578e-05 0.000122919 0.000224925 0.000330774 0.000480133 -0.000362279 -3.65597e-05 -0.000414167 -0.000221644 0.000592647 0.000386381 -0.000524652 -0.000626161
internal_weight=0 0.0596853 0.0586126 0.0563355 0.0552592 0.0530611 0.051668 0.0439979 0.0426765 0.0416214 0.0381858 0.0346897 0.0335942 0.0322452 0.0312096 0.0299352 0.0034961 0.028645 0.0234402 0.0206308 0.018078 0.0142304 0.00520483 0.00373642 0.00265941 0.00384752 0.0130766 0.00865347 0.00255283 0.0028094
internal_count=3121 3098 3009 2909 2892 2772 2745 2528 2464 2214 2115 1768 1651 1603 1581 1576 347 1544 938 756 663 443 606 245 219 220 368 276 93 182
is_linear=0
shrinkage=0.00131955


Tree=1013
num_leaves=21
num_cat=0
split_feature=1213 475 157 151 0 16 151 1 150 2 48 4 150 15 0 4 12 16 1 3
split_gain=0.000184259 0.000176386 0.000220014 0.000216544 0.000279277 0.00045995 0.000448095 0.000327125 0.000346424 0.000278 0.000220923 0.000201827 0.000257789 0.000235359 0.000225591 0.000158509 0.000206566 0.000355655 0.000145078 8.83794e-05
threshold=-1.0000000180025095e-35 -0.084394999999999984 -0.075754999999999989 0.086470000000000005 -0.062294999999999996 -0.056919999999999991 -0.016164999999999995 0.085110000000000005 -1.0000000180025095e-35 0.088555000000000009 0.088965000000000002 0.27287000000000006 0.087380000000000013 -0.11033999999999998 -0.10607499999999999 -0.51843499999999987 0.10345000000000001 0.22339500000000004 0.09253500000000002 0.0068900000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 5 7 -7 9 -9 -4 15 12 13 -10 -15 -6 17 -17 -16 -8
right_child=1 2 3 -5 10 6 19 8 11 -11 -12 -13 -14 14 18 16 -18 -19 -20 -21
leaf_value=-0.001643914481957603 -0.0015555098151921597 0.001366596317483424 0.00023332870665504482 0.0014196099500143299 -0.00099517815596409081 0.00012304676984617872 -0.0033488728252186331 -0.0016978839447274569 -0.0007450800285488051 -0.0022044241890592157 0.0020053320516294306 0.0018831972943020756 -0.00099126604852928929 0.0027111513462555982 0.0015568425053272379 0.001210089163930897 0.0017931253727552273 -0.0012825180618457469 -0.00044885315598104235 -0.0018056649525452859
leaf_weight=0.0010253292964705332 0.0010146006513878083 0.0019088652969925226 0.0012407491505004283 0.0015136431368638617 0.00128804826511697 0.001413463032308826 0.001263645093749933 0.0010879518264914623 0.0011039950437137236 0.0016416357932955705 0.0012569189453692786 0.0015804995458328364 0.0016425715838295218 0.0011583226516314049 0.0011288470572452525 0.0018233993355873971 0.0014082312648433515 0.0016446092852788752 0.0010528823867641535 0.0010075863384244599
leaf_count=491 224 282 243 78 32 183 431 41 33 282 75 148 51 33 99 129 81 75 61 49
internal_value=0 3.44849e-05 9.61382e-05 -3.83849e-06 -9.85735e-05 -0.00039831 -0.00159504 -1.93975e-05 0.000354494 -0.00115507 0.000520275 0.000645723 0.000324391 0.000810673 0.0013249 0.000217468 0.000537785 2.80376e-05 0.000588912 -0.00266426
internal_weight=0 0.0271805 0.0261659 0.024257 0.0227434 0.0153221 0.00368469 0.0116375 0.00875507 0.00288238 0.00742121 0.00766712 0.00608662 0.00444405 0.00334005 0.00616429 0.00487624 0.00346801 0.00218173 0.00227123
internal_count=3121 2630 2406 2124 2046 1654 663 991 466 525 392 425 277 226 193 317 285 204 160 480
is_linear=0
shrinkage=0.00388662


Tree=1014
num_leaves=31
num_cat=0
split_feature=39 42 401 151 150 159 4 16 11 1374 1 132 0 403 484 1429 48 38 1 43 4 0 13 3 15 13 15 42 16 3
split_gain=0.00162539 0.000873381 0.000796988 0.000788871 0.000880505 0.00115793 0.00106516 0.00086879 0.00076468 0.000784193 0.000732724 0.000729531 0.000788302 0.000874303 0.00092137 0.000911979 0.000920993 0.000910056 0.000929084 0.000830053 0.00138949 0.000764882 0.000819378 0.000777338 0.000675032 0.000620006 0.000782009 0.000656551 0.000590861 0.000450689
threshold=0.16946000000000003 -0.26584999999999998 0.10076500000000001 -0.5145249999999999 -0.22665999999999997 -0.032739999999999991 0.27834500000000006 -0.54165499999999989 0.081790000000000015 0.093235000000000012 0.111945 -1.0000000180025095e-35 0.030935000000000004 -0.092474999999999988 0.087495000000000017 0.084545000000000009 -0.075224999999999986 1.0000000180025095e-35 0.094385000000000011 -0.17390999999999998 -0.49405499999999997 -0.084804999999999978 -0.0034749999999999994 -0.081054999999999974 0.091295000000000015 -0.081659999999999996 0.040760000000000005 0.087505000000000013 -0.16927999999999996 -0.022174999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 -5 28 8 -8 9 11 -9 -7 13 -13 15 16 -15 18 21 -14 29 23 -23 -18 -25 -20 27 -27 -6 -21
right_child=-2 2 -4 4 5 6 7 10 -10 -11 -12 12 19 14 -16 -17 17 -19 25 20 -22 22 -24 24 -26 26 -28 -29 -30 -31
leaf_value=-0.0012193427172214914 0.0012194067876308509 -0.0011486784688038119 -0.001175472262735159 0.00070230996709307893 -3.2102613545666135e-05 -0.0010130053806787765 0.0012191694520401698 -0.00038206216090314006 -0.0010944415663406209 -0.001101802203516153 0.00062078533824018803 -0.0012191017716842033 0.0010545315469333422 -0.001025813940101713 -0.0010589758626169097 0.00074793019642994322 -0.0011241709799551223 -0.0010545285273475132 0.0007825740234650105 -0.0012193391843665646 0.00050378233011218957 0.00046970473393849411 -0.00049187095988473565 -0.00041443811295950237 0.00052163992747773856 0.00045104510295922265 -0.00089051031127481881 -0.00049792888263002074 -0.0010743511719444644 -0.00020268101922905129
leaf_weight=0.0013361572753929343 0.0011481573873979292 0.0012806613351941101 0.0012776923285446875 0.0016285247206440081 0.0010775966505107704 0.0014440624013030137 0.0012963092942896992 0.0023383225270094945 0.0014322039090188801 0.0013579596698320975 0.0020164117048340202 0.0012340407841109338 0.0014363922964548692 0.0017832389058582967 0.0016600873449954525 0.001675645258513824 0.0019584737632163266 0.001473199429216975 0.0023244508278423837 0.0011595698724278236 0.0037656546597730767 0.0036411448718784989 0.0020631638476422817 0.0078868465680117517 0.0013392670925398429 0.0046365312380096668 0.0010944345719394732 0.0014138391877054346 0.0032350770924756125 0.001468841676143029
leaf_count=18 23 50 165 24 31 255 57 33 112 34 192 260 7 61 115 52 261 30 89 15 64 277 109 174 18 94 33 48 376 44
internal_value=0 -0.000244471 -0.000222905 -0.000202319 -0.000181366 -0.000206966 -0.00015653 0.000343086 -0.000217577 -0.000189555 8.22953e-05 -0.000161051 -0.000131769 -0.000211688 -0.000173958 -0.000127004 -0.00017651 -0.000122092 -6.99768e-05 0.000217123 2.90042e-05 -0.000241354 0.000121917 -0.000426628 -0.000278557 0.000235683 5.77606e-05 0.000229291 -0.000813927 -0.000651198
internal_weight=0 0.0617358 0.0603996 0.059122 0.0578413 0.0562128 0.0519001 0.00565104 0.046249 0.0448168 0.00435473 0.0434589 0.0420148 0.0341844 0.0329503 0.0312902 0.0296146 0.0278314 0.0263582 0.00783046 0.00639407 0.0168889 0.00570431 0.0111846 0.00922611 0.00946926 0.0071448 0.00605037 0.00431267 0.00262841
internal_count=3121 3098 3080 2915 2865 2841 2434 282 2152 2040 225 2006 1751 1621 1361 1246 1194 1133 1103 130 123 839 386 453 192 264 175 142 407 59
is_linear=0
shrinkage=0.00121906


Tree=1015
num_leaves=31
num_cat=0
split_feature=39 156 9 14 3 401 42 1425 4 1374 132 16 483 151 150 16 160 16 43 16 3 33 43 1374 133 0 49 454 12 52
split_gain=0.00146078 0.00129993 0.00123826 0.00121565 0.00131865 0.00118027 0.00107098 0.00104977 0.00150362 0.00120696 0.00107808 0.00104678 0.0010188 0.000950671 0.00134295 0.00137087 0.00112516 0.00113115 0.000887972 0.00134462 0.00129123 0.00119853 0.00121971 0.00100525 0.00104557 0.000951839 0.000940555 0.000899107 0.000866147 0.000948562
threshold=0.16946000000000003 -1.0000000180025095e-35 -0.036024999999999995 0.076175000000000007 0.30112000000000005 0.10076500000000001 -0.26584999999999998 1.0000000180025095e-35 0.50822500000000004 0.10637000000000001 -1.0000000180025095e-35 -0.40995499999999996 0.088070000000000009 -0.5225749999999999 -0.22665999999999997 -0.54165499999999989 -0.098904999999999979 0.19444000000000003 -0.074359999999999996 0.22339500000000004 -0.075944999999999985 -0.0066799999999999993 -0.0037449999999999996 -0.094929999999999987 -0.17773999999999998 0.15398500000000004 -0.086009999999999989 -1.0000000180025095e-35 0.10124000000000001 0.096795000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 6 -4 8 9 10 -8 -6 13 -12 -15 -16 17 -17 20 21 28 -20 -23 -24 -25 -21 -26 -28 29 -18
right_child=-2 2 3 -5 11 -7 7 -9 -10 -11 12 -13 -14 14 15 16 18 -19 19 25 -22 22 23 24 26 -27 27 -29 -30 -31
leaf_value=-0.0013460388897083928 0.0013463946447685401 0.0013462037873980786 -0.0013462029677139636 -0.00091843602810841784 -0.00031415891375898177 -0.0013460242364401703 -0.0010288095040024508 -0.0013467225828957888 0.0011261153017031085 -0.0013123485592649224 -0.0012318221663639344 0.0013460617722050809 -0.00092066664749482349 0.0011906125416944872 0.0012146042009729377 -0.0011855591301939957 -1.6251163775732319e-05 0.00036882833420569938 -0.0013462737455556711 -0.0011921909597778263 0.00089661295448442366 -0.00073018321844767339 -0.00057596788612630399 -0.00092254155869123458 -0.00030242944514550753 4.603208636691445e-05 -0.00060430950026607914 0.00063942409683222213 -0.00062813497847898666 0.00085753883644742166
leaf_weight=0.0014242818101584112 0.0013379481675030993 0.0011364830895956848 0.0011333945007976345 0.002933880818410727 0.0010114203498119423 0.0012962298957339682 0.0018391133423953923 0.0010729413319601191 0.0020629071684368219 0.001325835201953395 0.0010269224552530423 0.0021513646151660728 0.0020233217069804956 0.0018885716766021679 0.0017294917471985935 0.0026919659149182698 0.0075975604443980771 0.0012382141635214339 0.0010863037876731587 0.0030678925330560594 0.0046894223350193434 0.002832253043329124 0.0025841498336376381 0.0011504261043562272 0.0028645895818044656 0.0017755490239892424 0.0011429562439531091 0.013371787104055968 0.0025604182523579775 0.0031979714076655341
leaf_count=163 23 89 17 96 39 143 271 58 78 25 38 81 187 13 45 227 381 14 17 118 121 329 15 67 23 8 14 326 63 32
internal_value=0 -7.23128e-05 -4.79564e-05 -6.95585e-05 -3.41885e-05 -7.41327e-05 -4.91355e-05 -2.64561e-05 -4.23459e-06 -4.20366e-05 -1.41331e-05 0.000815143 1.77553e-05 5.13633e-05 7.51193e-05 3.58014e-05 -3.51727e-06 -0.000695845 5.32628e-05 -8.91288e-05 0.000289006 3.64718e-05 9.91992e-05 0.000210454 0.000320128 -0.000738273 0.000402386 0.000541487 7.56687e-05 0.000242593
internal_weight=0 0.0759076 0.0744833 0.0733469 0.070413 0.0672502 0.065954 0.0648206 0.0637476 0.0616847 0.0603589 0.00316278 0.0585198 0.0564964 0.0554695 0.053581 0.0518515 0.00393018 0.0479213 0.0298759 0.0180454 0.0250325 0.0239462 0.0211139 0.0185298 0.00484344 0.0173793 0.0145147 0.013356 0.0107955
internal_count=3121 3098 2935 2846 2750 2630 2487 2470 2412 2334 2309 120 2038 1851 1813 1800 1755 241 1514 917 597 791 774 445 430 126 363 340 476 413
is_linear=0
shrinkage=0.00134594


Tree=1016
num_leaves=31
num_cat=0
split_feature=39 151 4 16 150 16 52 52 12 401 11 2 133 16 14 123 124 13 1 43 52 475 403 16 14 4 159 1 1 1374
split_gain=0.00157369 0.00101673 0.00129148 0.00139489 0.00115302 0.000906696 0.000903969 0.001064 0.000894432 0.000883688 0.000838004 0.000729831 0.000667685 0.00104092 0.00111897 0.000867067 0.000971469 0.00141397 0.0013116 0.000887965 0.000860351 0.000699778 0.000853549 0.000609107 0.00100162 0.000581403 0.000543995 0.000556322 0.000875582 0.00108445
threshold=0.16946000000000003 -0.5145249999999999 0.27834500000000006 0.51524500000000006 -0.22665999999999997 -0.54165499999999989 0.19022000000000003 0.13796000000000003 -1.0000000180025095e-35 0.10076500000000001 0.081790000000000015 0.086675000000000016 -0.17773999999999998 0.41553500000000004 0.076975000000000002 1.0000000180025095e-35 -1.0000000180025095e-35 -0.094514999999999988 0.08844500000000001 0.05259500000000001 -0.12005499999999998 -0.083589999999999984 -0.083259999999999987 -0.51370499999999997 -0.46885499999999997 0.0037800000000000004 0.090025000000000008 0.12040000000000002 0.094465000000000007 -0.094929999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 -4 7 9 -7 10 12 -8 -6 14 15 16 -14 18 19 -18 -19 -22 -23 -10 -25 -17 27 28 29 -24
right_child=-2 2 5 -5 6 8 11 -9 23 -11 -12 -13 13 -15 -16 25 17 20 -20 -21 21 22 26 24 -26 -27 -28 -29 -30 -31
leaf_value=-0.0014347350729125693 0.001546669314651701 0.0012717138018704425 0.0015462433026345601 -0.0013676189862572624 -0.00099831530252406315 0.0015208829789260438 -4.6272864078829145e-05 0.00093701052897218588 -0.00096385239094308602 -0.0015195324502445475 -0.0012954314570847105 -0.0013714003561731583 -0.0012406542444556082 0.0011661639366949599 -0.001382817202627672 0.0015371740514242105 -0.00065372282005960087 -0.0010967654594003218 0.0014888840611462933 0.00074010375076397062 0.00098603803680448335 -0.0015461231537056115 -0.0015464005632960501 -0.00064118879514490771 0.00095114122389812537 9.2802965193275358e-05 -0.0010972655889441576 -0.00099400816076698783 0.00063057571011622046 -2.2691075918907246e-05
leaf_weight=0.001300717437111131 0.0014506499036528444 0.0014487385454344795 0.0016613069410738035 0.0021197864625772658 0.0016972448231387096 0.0011061139764390049 0.0016938218334807678 0.0023978290568233964 0.0012234881510551077 0.0010532572842447676 0.0013284200510792479 0.0024028411572425412 0.0016260775380203532 0.0017263582593565188 0.0014722563319793372 0.0013814137070085044 0.0020396718104187519 0.002243659334099756 0.0025383739078392864 0.0023527706289314665 0.0013494358256753705 0.0010143318769557643 0.0012195977619740015 0.001619735696749558 0.0022642605490119649 0.0012865763095533111 0.0012203758011097845 0.0013480152468900988 0.0044857877332233889 0.01320865945869798
leaf_count=50 23 14 57 145 157 141 125 38 28 144 54 203 34 52 39 95 51 237 57 24 92 389 16 17 76 35 91 15 52 570
internal_value=0 -8.18259e-05 -5.36835e-05 -0.000138023 -8.84096e-05 0.000531672 -0.000126981 -6.62563e-05 0.00026041 -0.000120204 -8.63529e-05 -0.000823508 -4.83017e-05 -8.50239e-06 -6.07852e-05 -8.62436e-06 -7.40239e-05 -1.65741e-05 0.000604151 9.28673e-05 -0.000181471 -9.53518e-05 -0.000160217 -1.25672e-05 0.000287095 0.00084066 -9.47793e-05 -3.44e-05 3.39919e-05 -0.000151488
internal_weight=0 0.0638309 0.0625302 0.0546553 0.0525355 0.00787491 0.0510868 0.0469901 0.0062136 0.0445923 0.043539 0.00409666 0.0422106 0.0405134 0.038787 0.0373147 0.0346468 0.0330207 0.00693082 0.00439244 0.0260899 0.0238462 0.0224968 0.00510748 0.003884 0.00266799 0.0214824 0.0202621 0.018914 0.0144283
internal_count=3121 3098 3048 2729 2584 319 2570 2242 262 2204 2060 328 2006 1849 1797 1758 1628 1594 132 75 1462 1225 1133 121 93 130 744 653 638 586
is_linear=0
shrinkage=0.00154607


Tree=1017
num_leaves=23
num_cat=0
split_feature=14 157 12 48 48 150 1 16 51 43 43 43 3 160 49 16 13 0 1 43 1 1
split_gain=0.000252833 0.000308814 0.000206697 0.000227123 0.000255347 0.000367576 0.000318995 0.000382044 0.000321323 0.000298487 0.000350142 0.000300939 0.000359785 0.000287338 0.00023939 0.000234335 0.000224959 0.000193445 0.000165292 0.000287308 0.000146273 0.00012367
threshold=0.062655000000000016 -0.077234999999999984 0.11650500000000001 0.12879500000000002 0.092475000000000016 0.086615000000000011 0.111945 -0.076669999999999988 -1.0000000180025095e-35 -0.15582499999999996 -0.0037449999999999996 -0.072864999999999985 -0.077774999999999983 0.086870000000000017 0.0093850000000000027 -0.088159999999999988 0.18141000000000002 -0.11013499999999998 0.090275000000000008 0.097930000000000017 0.092390000000000014 0.13408500000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 17 3 4 6 14 8 -8 -3 16 11 12 -11 15 -6 18 -10 -1 19 -12 -17 -9
right_child=-2 2 -4 -5 5 -7 7 21 9 10 13 -13 -14 -15 -16 20 -18 -19 -20 -21 -22 -23
leaf_value=0.0022349145746036183 -0.0018667497683855778 -0.0022382307257144151 -0.0015002584127264927 -0.0014414896834366168 -0.0010691894364289534 0.0025941826625557195 0.0027027296830457754 0.0010638183789825955 0.0023049951141385231 -0.0016287895631483785 0.0025618374494011105 -0.0027890602769487112 0.0010999995585792793 -0.0015119780346041826 0.0013417284510288418 -0.0012004073870284916 -0.00011394499727543109 0.00023839627187842099 -0.00023271742349792029 -1.401936263265944e-05 0.00051574785483325366 -0.00058030616464401484
leaf_weight=0.0013418632978527967 0.0010180165081683503 0.0011499638418261968 0.0013898124086583188 0.0014692860302236701 0.0011884964748203322 0.0012797235463573031 0.0011210758126956044 0.0010877918881106998 0.0010752522652914811 0.0018195346849272376 0.0015228474099768796 0.0012871995139303594 0.0010712901144285247 0.0013451198242746543 0.0011130059266801773 0.0015258833657707544 0.0010708889502328844 0.0013674013001845333 0.0010354364821303363 0.0010018425461999492 0.0012699326097802555 0.0015456754508766934
leaf_count=39 104 314 129 73 118 52 175 76 48 295 94 535 113 44 64 226 67 330 56 61 60 48
internal_value=0 2.84047e-05 -9.96193e-05 -1.84431e-05 7.44389e-05 0.000989175 -9.86158e-05 0.000876328 -0.00033983 -0.000184175 -0.000415817 -0.00128656 -0.000617547 5.65857e-05 9.67298e-05 0.000388544 0.00109798 0.00122725 0.0010242 0.00153969 -0.000420885 9.88233e-05
internal_weight=0 0.0280793 0.0253701 0.0239802 0.022511 0.00358123 0.0189297 0.00375454 0.0151752 0.0140252 0.0118791 0.00417802 0.00289082 0.00770106 0.0023015 0.00635594 0.00214614 0.00270926 0.00356013 0.00252469 0.00279582 0.00263347
internal_count=3121 3017 2648 2519 2446 234 2212 299 1913 1599 1484 943 408 541 182 497 115 369 211 155 286 124
is_linear=0
shrinkage=0.0037357


Tree=1018
num_leaves=31
num_cat=0
split_feature=39 9 47 401 1456 151 4 11 403 1374 475 158 157 150 42 3 38 13 157 3 160 15 1 0 376 11 1 12 160 160
split_gain=0.00149942 0.00115041 0.000837714 0.000857655 0.000872235 0.000907316 0.00120133 0.00119645 0.00103649 0.000899641 0.00085851 0.000715264 0.000695771 0.000707963 0.000879728 0.000844636 0.000748691 0.000685546 0.000679771 0.000668603 0.000916429 0.000892825 0.00105852 0.00125245 0.000811433 0.000661836 0.00065056 0.000923187 0.00126398 0.00108712
threshold=0.16946000000000003 -0.036024999999999995 0.14808500000000002 0.10076500000000001 -1.0000000180025095e-35 -0.5145249999999999 0.27287000000000006 0.081790000000000015 -0.092474999999999988 0.093235000000000012 -1.0000000180025095e-35 0.085900000000000018 -0.084489999999999996 -0.22665999999999997 -0.11466499999999999 -0.11255999999999998 0.091770000000000004 0.14871000000000004 1.0000000180025095e-35 0.10299500000000002 -0.091944999999999985 0.088235000000000022 0.10060500000000001 -0.23091999999999999 0.049360000000000008 0.090920000000000015 0.092695000000000013 0.084100000000000022 0.086870000000000017 0.083670000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 -6 7 8 -7 11 -8 12 -10 -14 -15 17 18 -16 19 20 -17 22 23 -22 26 -12 27 28 -25 -29
right_child=-2 2 -4 -5 5 6 10 -9 9 -11 25 -13 13 14 15 16 -18 -19 -20 -21 21 -23 -24 24 -26 -27 -28 29 -30 -31
leaf_value=0.0014571890194890985 0.0014573500898061383 -0.00092988483420239668 -0.0013961470313422156 -0.0013820481914280744 -0.0013426620234294607 -0.0010756193065740889 -0.00055298954520787238 -0.0012748589638951029 -0.00080064074179303957 -0.0013057005418221376 0.0010683569056888812 -0.0010736649589035397 0.0013019473371715694 -0.0011954941812904335 0.0010829920811444781 -0.0011688566364754798 -0.0012107502872576237 0.0001118896496084241 -0.0010750128766601758 0.00049263421002925889 0.00095881702532699684 0.00055145629149204976 0.00060285225994037431 0.00035913183404337148 0.00071508211394464237 -4.7096710332531427e-05 -0.0014336367457503127 -0.0014570216965352077 -0.0014570624987061921 0.0001432456319881113
leaf_weight=0.0010145638256187075 0.0013729612599320254 0.0023588375578635903 0.0010514616773207299 0.0010625291885939516 0.0010898339804157322 0.0019610877058036094 0.0012282198035649117 0.0017215243673263094 0.0018699367427110749 0.0010833491652633134 0.004441006790681711 0.0011955426084444545 0.0010277627226855648 0.001120316485831995 0.0031577409410772214 0.0013800831971035868 0.0010143431928106841 0.0030173779626068153 0.0010813095123793906 0.0071019911675946892 0.0014892446503153951 0.0057192826386938114 0.0034650825616822081 0.0039905737971040259 0.0011315326946714768 0.001513891607601181 0.0016172797925690938 0.0027971552937713362 0.0010215396881321226 0.0013292247617129327
leaf_count=89 23 287 12 163 50 332 35 116 162 32 214 121 11 95 53 152 27 27 102 104 13 228 77 82 24 27 20 374 27 42
internal_value=0 -8.16438e-05 -0.000106809 -8.45804e-05 -6.15751e-05 -2.59952e-05 -5.87224e-07 -8.16998e-05 -3.85218e-05 6.06946e-06 0.000556038 3.79848e-05 6.86557e-05 0.000107861 7.75096e-05 0.000113786 2.16043e-05 0.000608478 6.05166e-05 0.00010007 -1.63822e-05 5.41162e-05 -0.000114776 -0.000300672 -0.000458461 0.000784779 -0.000581921 -0.000431189 -1.10343e-05 -0.00094153
internal_weight=0 0.0630536 0.0620391 0.0609876 0.0599251 0.0575662 0.0564764 0.0492933 0.0475718 0.0456107 0.00718312 0.0445273 0.0433318 0.0414618 0.0404341 0.0393138 0.0331386 0.00617512 0.0321243 0.031043 0.023941 0.0225609 0.0168416 0.0133766 0.0118873 0.0059549 0.0107558 0.00913849 0.00501211 0.00412638
internal_count=3121 3098 3009 2997 2834 2547 2497 2221 2105 1773 276 1741 1620 1458 1447 1352 1272 80 1245 1143 1039 887 659 582 569 241 545 525 109 416
is_linear=0
shrinkage=0.00145689


Tree=1019
num_leaves=31
num_cat=0
split_feature=39 42 156 401 151 1456 133 16 41 2 1374 1429 15 38 3 1366 13 14 376 1374 158 12 43 4 0 160 43 0 0 12
split_gain=0.00165969 0.00127852 0.00102469 0.00105586 0.00109347 0.000862629 0.000862167 0.00081273 0.000852902 0.000942062 0.000787991 0.00081781 0.000871625 0.00096343 0.000874594 0.00079715 0.000839017 0.000866251 0.000842966 0.000704073 0.00078746 0.000701395 0.000697108 0.0022393 0.00114682 0.00100302 0.000738643 0.00105797 0.000522335 0.00146175
threshold=0.16946000000000003 -0.26584999999999998 -1.0000000180025095e-35 0.10076500000000001 -0.5145249999999999 -1.0000000180025095e-35 0.18829500000000002 -0.54165499999999989 0.079885000000000025 0.10882500000000002 0.10637000000000001 -1.0000000180025095e-35 -0.24436499999999997 0.10386000000000002 0.31299000000000005 -1.0000000180025095e-35 -0.53104499999999988 0.076175000000000007 0.048375000000000008 -0.094929999999999987 0.085900000000000018 0.11650500000000001 -0.17390999999999998 -0.49405499999999997 0.041630000000000007 -0.24498999999999996 0.054355000000000007 -0.10011499999999998 -0.12333499999999999 0.088245000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 -4 -6 7 -7 10 -10 11 -9 -13 14 15 -14 -17 18 19 -18 21 22 -21 -24 25 -25 28 -28 -27 -30
right_child=-2 2 3 -5 5 6 -8 8 9 -11 -12 12 13 -15 -16 16 17 -19 -20 20 -22 -23 23 24 -26 26 27 -29 29 -31
leaf_value=-0.0012193650142446328 0.0012195334362758946 -0.0012191272638211591 -0.0011268055573464503 -0.0011459574394792442 -0.00071043094645978691 0.00088672321838583227 -0.0007767809633502504 -0.00076163774490195534 -0.001091083124100463 0.00027163855687450472 -0.00080646320999195437 0.00085000083379110903 -0.00088099852577807757 -0.00079278556595090859 0.0012191361517581102 -0.00088151470946517662 -0.00050679762369603776 -0.00068298196970788304 0.00090458809292727851 0.00075969043653577979 -0.00082280779727512824 -0.0006569391957925709 -0.0012173807706948618 -0.00093715521137262877 0.0010011510494088301 0.00062149077418964527 0.00021800163537812005 -0.0012191652640680477 -0.00015826007023266085 0.00061875478639339951
leaf_weight=0.001391121864923405 0.001534113343652165 0.0010742840169513093 0.001248038285666552 0.001211518348784856 0.0022787297742121728 0.0017966940509381779 0.0018012336161383749 0.0015335216780369967 0.0019357522849858802 0.0012348232048680075 0.0014163188143072594 0.0024581151384932545 0.001168127067771251 0.0017103434475593806 0.0010877510312496943 0.0011641806340776375 0.0022213700494120294 0.0017080322446325616 0.0023965933019844945 0.0037688135138296266 0.0010842890757096759 0.0012709839191527008 0.0015625883999206064 0.0011061752395002946 0.0029496542719584786 0.006511458666409428 0.0021924818355074649 0.0011660815635874391 0.0076826871611995161 0.006767450216587978
leaf_count=18 23 163 50 164 250 67 281 110 67 32 31 180 50 29 51 5 36 40 92 45 109 39 47 124 44 83 28 134 452 277
internal_value=0 -6.28965e-05 -3.83378e-05 -1.86509e-05 2.95147e-06 2.57025e-05 5.38026e-05 7.96441e-05 5.3795e-05 -0.000560353 9.05853e-05 0.00011525 0.000142157 0.000105541 0.000139081 0.000112811 0.000139466 0.000167507 0.000203216 0.00015931 0.00020034 0.000232056 0.000265577 0.000203376 0.000281613 0.000198141 0.000249779 -0.000280978 0.000334819 0.00020564
internal_weight=0 0.0668992 0.0655081 0.0644338 0.0632223 0.0619743 0.0596955 0.0578943 0.0560976 0.00317058 0.052927 0.0515107 0.0499772 0.0475191 0.0458087 0.044721 0.0435528 0.0423887 0.0406806 0.038284 0.0360627 0.0349784 0.0337074 0.0299386 0.028376 0.0254263 0.0243202 0.00335856 0.0209616 0.0144501
internal_count=3121 3098 3080 2917 2753 2703 2453 2172 2105 99 2006 1975 1865 1685 1656 1605 1555 1550 1510 1418 1382 1273 1234 1189 1142 1098 974 162 812 729
is_linear=0
shrinkage=0.00121906


Tree=1020
num_leaves=31
num_cat=0
split_feature=39 42 9 156 151 4 150 41 1374 160 158 1213 1213 16 448 51 42 33 9 15 49 133 156 1429 47 12 43 4 52 13
split_gain=0.00239712 0.0015564 0.00148639 0.001202 0.00122679 0.00149006 0.00149371 0.00134018 0.0013008 0.00122769 0.001278 0.00123501 0.00113083 0.00106385 0.0010222 0.00102077 0.00101142 0.00103826 0.00113081 0.00102623 0.00137274 0.00100695 0.00101068 0.00100528 0.0013145 0.000877149 0.000811454 0.00237292 0.000966819 0.00097002
threshold=0.16946000000000003 -0.26584999999999998 -0.036024999999999995 -1.0000000180025095e-35 -0.5145249999999999 0.27834500000000006 -0.22665999999999997 0.078475000000000017 0.093235000000000012 -0.098904999999999979 0.085900000000000018 -0.082704999999999987 0.039620000000000009 0.15273500000000004 -0.083859999999999976 0.11144500000000002 -0.11466499999999999 -0.0066799999999999993 0.09055500000000001 -0.095869999999999983 0.10969000000000002 0.18829500000000002 0.097880000000000009 -1.0000000180025095e-35 0.10954500000000002 0.092200000000000018 -0.15582499999999996 -0.51843499999999987 0.15915500000000002 -0.095304999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 -5 6 -6 8 9 13 11 -11 14 -8 -13 23 -16 -18 19 20 25 22 26 -7 -25 -19 -21 -28 29 -29
right_child=-2 2 3 4 5 15 7 -9 -10 10 -12 12 -14 -15 16 -17 17 18 -20 21 -22 -23 -24 24 -26 -27 27 28 -30 -31
leaf_value=-0.0013199435334439126 0.0013203027462472185 0.0013198347588160907 -0.0013196232034473861 -0.001229621985580199 0.0011175034166262053 -0.00055603565544513304 -0.0011060772510841916 -0.0011475533782056243 -0.0011728615283735533 -0.0013196352504669261 -0.0011148393335066069 -0.0011835807362268794 -0.00091129543655012494 0.00044647903050921463 -0.0010493195483083344 -0.00068541545751091835 -0.0010492702783811677 -0.00075939033745500131 0.001320522576893047 0.00091697322090625224 0.00088058175477986303 -0.00065690356798659658 -0.00082882363706670062 0.0011509218280464706 -0.00020933995537697646 0.00033185031829366482 -0.0012257345206889386 0.00084363773932876146 -0.00062190721683149926 0.00027192878898012543
leaf_weight=0.0016984454430009057 0.0022180229522774644 0.0013687522695331458 0.0013119784227422207 0.0014951712773836326 0.0017355805120473624 0.0010485683887964123 0.0032468744126141749 0.002149084114243748 0.0018671652830946064 0.001153325205458521 0.0017470229065752454 0.0010617820897778065 0.0020081175771711193 0.0010067876305424051 0.0012467327018512711 0.0011449329786614735 0.0012180109050348156 0.0054701929864262588 0.0014784953042408224 0.0037303176474736679 0.0015115962796130589 0.002057406214445833 0.0013486704369149996 0.0052595623160520679 0.0016173872119935595 0.0016754114110426599 0.0017529545790182328 0.0068614890904541417 0.0016657681698859497 0.020931530785948577
leaf_count=18 23 89 163 50 15 4 293 96 33 246 167 33 244 22 61 15 16 107 6 35 26 164 126 231 24 36 17 74 62 625
internal_value=0 -6.99471e-05 -4.34654e-05 -6.71453e-05 -4.59397e-05 -2.26511e-05 -9.06745e-05 -0.000122841 -8.79075e-05 -5.47915e-05 -3.68858e-06 3.14962e-05 6.03436e-05 -0.000738607 9.78585e-05 0.000479245 0.000124564 0.00015401 0.000184239 0.000148498 -0.000261856 0.000241137 0.000292049 0.000647493 0.000831002 -0.00050353 0.000335312 0.000265794 0.000354548 0.000413071
internal_weight=0 0.0818691 0.0801707 0.0788019 0.0774899 0.0759948 0.0669243 0.0651887 0.0630397 0.0611725 0.0569188 0.0551718 0.0540185 0.00425366 0.0520104 0.00907045 0.0509486 0.0497018 0.0484838 0.0470053 0.0086572 0.0383481 0.0362907 0.00792552 0.00687695 0.0071456 0.0349421 0.0312117 0.0294588 0.027793
internal_count=3121 3098 3080 2991 2828 2778 2504 2489 2393 2360 2045 1878 1632 315 1388 274 1355 1294 1278 1272 169 1103 939 259 255 143 813 778 761 699
is_linear=0
shrinkage=0.00131955


Tree=1021
num_leaves=31
num_cat=0
split_feature=39 9 401 156 42 151 4 41 150 158 1373 156 0 3 150 2 457 16 0 160 13 1 12 47 14 2 0 1 133 15
split_gain=0.00145832 0.00122424 0.00095127 0.000963801 0.000980489 0.000808989 0.00108884 0.00103913 0.000955547 0.000972476 0.000947481 0.000767658 0.000915406 0.00106923 0.00105651 0.000828766 0.000828247 0.000738505 0.000720486 0.000676468 0.000877578 0.000682972 0.000673876 0.000743224 0.000826348 0.000662536 0.000633951 0.000980131 0.000621351 0.000882881
threshold=0.16946000000000003 -0.036024999999999995 0.10076500000000001 -1.0000000180025095e-35 -0.26584999999999998 -0.5145249999999999 0.27287000000000006 0.078475000000000017 -0.22665999999999997 0.094245000000000009 0.099250000000000019 0.10499000000000001 -0.061629999999999997 0.090900000000000009 0.083095000000000016 0.095195000000000016 -0.0029299999999999994 -0.54165499999999989 -0.11756999999999999 -0.084454999999999988 -0.012549999999999997 0.077565000000000009 -1.0000000180025095e-35 0.096475000000000019 -0.45282499999999992 0.090675000000000019 -0.10607499999999999 0.092695000000000013 0.091580000000000009 0.12961500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 -5 -6 7 8 -7 10 11 12 13 16 18 -14 -10 -8 25 -18 28 -22 -19 24 -24 -15 -23 -28 -21 -30
right_child=-2 2 -4 4 5 6 17 -9 9 -11 -12 -13 15 14 -16 -17 19 22 -20 20 21 26 23 -25 -26 -27 27 -29 29 -31
leaf_value=0.0014572005917353184 0.0014573667535967472 -0.0014569770159494565 -0.0013967855480551557 -0.0014571522173998091 -0.0013046910904388033 0.0011605396382030359 0.001457021011628845 -0.0012290413725828805 -0.001343578111917804 -0.0013168516332042175 -0.0014464687205416843 -0.0012291918139231996 0.00083946788786298983 0.00033014605775827616 0.00096042560286950962 6.7097581672014738e-05 -0.0010921141538521712 0.0013379295407009105 0.00070603607025198712 0.00038335066565088144 -0.0010809020088989991 0.0002697980025589496 -0.00020191498171504661 -0.0010402946036184456 0.0011769138146708307 -0.0010749426974989912 0.00011255163475605333 -0.0014213582894717475 -0.0014272025084074535 0.00045369980212251669
leaf_weight=0.0010784287748366586 0.0013354184529958948 0.0010642011590222813 0.0011931816157439981 0.001044015289572541 0.0010416900325580505 0.001349091772283372 0.00142138408610748 0.0016358164576644177 0.0014771815518948008 0.0013179081228553704 0.0010038596221306753 0.0010778114379723638 0.0045566644649923773 0.0011591108120683202 0.0033230662787957499 0.0083563198482252687 0.0017060691952188725 0.0010642451397053776 0.0014885192667861702 0.0072626594739304516 0.0026208253149491087 0.0031665337744577471 0.0022913164962687915 0.0010305900191269757 0.0015443901186813483 0.0018477651747161872 0.0018329370679381896 0.0017081659956090789 0.0010898793550770947 0.0010305531395715661
leaf_count=89 23 162 163 18 50 15 51 83 178 180 20 130 79 16 48 142 246 105 22 429 342 52 28 14 81 31 71 39 206 8
internal_value=0 -8.14535e-05 -0.000108788 -8.29641e-05 -5.79467e-05 -3.24993e-05 -8.98678e-06 -8.74142e-05 -4.79948e-05 -8.34189e-05 -4.70596e-05 -1.49159e-05 1.57873e-05 -0.000124958 0.000337527 0.000339647 -0.000290108 0.00051384 -0.00012293 -0.000213891 -0.000133817 -0.000450251 0.000287787 5.81234e-05 0.00035325 -0.0005333 -0.000203841 -0.00062738 0.000180775 -0.000513064
internal_weight=0 0.0617842 0.0607058 0.0595126 0.0584484 0.0574044 0.0563627 0.0490107 0.0473749 0.0460258 0.0447079 0.0437041 0.0426263 0.0297133 0.00781846 0.012913 0.0218948 0.00735193 0.0044954 0.0204176 0.0187116 0.00932846 0.00593054 0.0048663 0.00383571 0.00300688 0.00670764 0.0035411 0.00938309 0.00212043
internal_count=3121 3098 3009 2846 2684 2666 2616 2337 2254 2239 2059 2039 1909 1688 117 221 1571 279 69 1393 1147 504 228 123 109 47 162 110 643 214
is_linear=0
shrinkage=0.00145689


Tree=1022
num_leaves=25
num_cat=0
split_feature=14 3 124 484 475 39 42 48 457 16 4 1 1 52 2 15 0 2 16 43 2 133 4 42
split_gain=0.000224818 0.000330237 0.000302715 0.000253107 0.000245694 0.000238752 0.000369187 0.000333507 0.000432428 0.000316597 0.000280128 0.00037655 0.000361554 0.000290149 0.000545575 0.000406388 0.000280482 0.0002508 0.000219077 0.000667684 0.000384893 0.000212691 0.000138023 5.50265e-05
threshold=0.062655000000000016 0.30112000000000005 -0.043384999999999993 -0.0068949999999999992 -0.083709999999999993 0.13507500000000003 -0.11051499999999999 0.12737000000000001 0.080930000000000016 -0.094359999999999986 0.076415000000000025 0.09253500000000002 0.111945 -0.0064899999999999992 0.090545000000000014 -1.0000000180025095e-35 -0.086729999999999988 0.11093500000000002 -0.083134999999999987 -0.17390999999999998 0.098260000000000014 -1.0000000180025095e-35 0.2623950000000001 0.093775000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 -5 6 -6 8 10 -10 11 13 17 14 -8 -15 -13 22 21 -20 -21 -17 -12 -14
right_child=-2 -3 3 4 5 -7 7 -9 9 -11 12 16 23 15 -16 18 -18 -19 19 20 -22 -23 -24 -25
leaf_value=0.0015896918329300772 -0.0019463429008370855 0.0023643122138494854 -0.0017243314146171888 0.0019320190501350414 -0.0027386902483475337 0.0017451727015712808 -0.0036540066765396602 -0.0021965717935953271 -6.7643636520093838e-05 0.0028632020711002108 -0.00039767717418933075 -0.00073064868582629937 0.002614154998340331 0.0023565876354064317 0.00045212481302778402 -0.00055594690455155148 -0.0035966472077919222 -0.0018786127080555241 0.0015874329827797178 -0.0038193971398374077 -0.00055800412657070256 0.0020788200596496584 0.0016511989572176489 0.0012435719800083941
leaf_weight=0.0018414382927800501 0.0010603496781449442 0.0010309717404246568 0.0017419915297409707 0.0010441348400868069 0.0010057091251508546 0.0011172241583139444 0.0011070642280903648 0.0013000852551154898 0.0011568265525880861 0.0014957992719644144 0.0013160361512198895 0.0012838469133722441 0.0010448958055491175 0.0012621430186129856 0.0011865216210324991 0.0010526888827739889 0.0011419147897724366 0.001163283471509402 0.0013003940417846121 0.0012237762727474134 0.0013435731534019446 0.0011183429369117015 0.0010431994508479647 0.0010290217565058768
leaf_count=231 104 130 463 157 125 35 134 50 48 74 67 39 67 146 116 244 195 41 34 390 73 77 39 42
internal_value=0 2.54897e-05 -5.96539e-05 -0.000174357 -6.5205e-05 -0.000153224 -0.000247174 -0.000131003 1.48381e-06 0.00158504 -0.00023696 -0.000598942 0.000540522 -0.000224539 -0.00152982 0.000185515 -0.0020798 -0.000279966 -0.000268254 -0.000868599 -0.00211261 0.000801275 0.000508288 0.00193411
internal_weight=0 0.0293509 0.0283199 0.0264785 0.0247365 0.0236923 0.0225751 0.0215694 0.0202693 0.00265263 0.0176167 0.0120203 0.00559644 0.0095945 0.00229359 0.00730092 0.00242576 0.00352252 0.00603878 0.00386774 0.00256735 0.00217103 0.00235924 0.00207392
internal_count=3121 3017 2887 2656 2193 2036 2001 1876 1826 122 1704 1448 256 1214 250 964 234 147 818 497 463 321 106 109
is_linear=0
shrinkage=0.004207


Tree=1023
num_leaves=31
num_cat=0
split_feature=39 42 9 156 151 4 150 158 41 1373 1213 128 156 0 3 457 150 51 47 0 3 0 160 13 1213 133 15 15 3 42
split_gain=0.00201709 0.0014758 0.00129322 0.00118812 0.00112496 0.00136869 0.00132476 0.00114807 0.00110868 0.0011285 0.0010289 0.000964103 0.000998031 0.0010093 0.00121573 0.00113117 0.00105187 0.000910173 0.00089904 0.000869937 0.000869289 0.000840108 0.000836184 0.00101092 0.000837254 0.000948027 0.000909272 0.000803918 0.00170385 0.000791124
threshold=0.16946000000000003 -0.26584999999999998 -0.036024999999999995 -1.0000000180025095e-35 -0.5145249999999999 0.27834500000000006 -0.22665999999999997 0.094245000000000009 0.078475000000000017 0.099250000000000019 -0.082704999999999987 0.086435000000000012 0.10499000000000001 -0.061629999999999997 0.090900000000000009 -0.0029299999999999994 0.083095000000000016 0.11144500000000002 0.10954500000000002 -0.20211999999999997 0.11924500000000002 -0.052984999999999997 -0.084454999999999988 -0.012549999999999997 0.039620000000000009 0.091580000000000009 0.12961500000000001 -1.0000000180025095e-35 -0.077774999999999983 -0.095284999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 -5 6 -6 8 9 10 -8 12 13 14 15 -12 19 18 20 -16 -7 -15 -17 24 25 27 -27 28 -24 -25
right_child=-2 2 3 4 5 17 7 -9 -10 -11 11 -13 -14 21 16 22 -18 -19 -20 -21 -22 -23 23 29 -26 26 -28 -29 -30 -31
leaf_value=-0.0013732412666018175 0.001373478132675011 0.0013731412980074094 -0.0013729505891309408 -0.0012666230247560426 0.001121827325379091 0.001263015464099406 -0.0013729320821416913 -0.0012202488758189408 -0.0011490241205677357 -0.0013607074911258189 -0.0012744938925019977 -0.00090890416267039862 -0.0011031536991015537 0.0011976171196467617 -0.00093615159063579047 -0.0009481177811412378 0.00089023113264211995 -0.00063573052406465391 -0.00025337970462495818 0.00030559427079194395 6.6104534538520166e-05 0.0002429965968229636 -0.0013167901640580564 0.00050768823725381616 -0.0009368684830109485 -0.0013431168366454208 0.0004689956252735848 0.00094808967824356292 0.00079611776173323719 -0.00053840636271726297
leaf_weight=0.0016031087198804519 0.0018697602305053343 0.0011978108764214559 0.0012859257523292192 0.0013838238063073041 0.0016553823283516058 0.0041397572407255723 0.00104622765277984 0.0017454335293591852 0.0018026342351262761 0.0012192087891094152 0.0017672529050738453 0.0021016663588717668 0.0013988498746528846 0.0020135650937334057 0.0014693987318423751 0.0021581502373599895 0.004063029219835812 0.0011428132925743739 0.0015269133702986437 0.0038480108323710738 0.0015801981063319204 0.012673484680171057 0.0011136507874240807 0.0016298048840432964 0.0010332895653917271 0.0010694550159175975 0.0010192999052378582 0.0046128970616656747 0.0020314942826758046 0.0083097106011509221
leaf_count=18 23 89 163 50 15 169 252 192 86 20 172 138 128 25 19 232 50 15 24 50 66 185 104 44 124 148 8 113 45 354
internal_value=0 -7.0434e-05 -4.14422e-05 -6.53605e-05 -4.11861e-05 -1.63108e-05 -8.91835e-05 -0.000123672 -8.97242e-05 -5.47373e-05 -2.48971e-05 2.06276e-06 4.01926e-05 7.29581e-05 -5.65509e-05 -0.000216092 0.00036431 0.000502954 0.000682522 -3.75465e-05 0.000932356 0.000373873 -0.000134689 -5.03697e-05 0.000238775 0.000362143 -0.000458817 0.000583176 4.79674e-05 -0.000366876
internal_weight=0 0.0736422 0.0720391 0.0708413 0.0695554 0.0681716 0.0597819 0.0581265 0.0563811 0.0545784 0.0533592 0.052313 0.0502113 0.0488125 0.0341254 0.024745 0.00938044 0.00838968 0.00724687 0.00531741 0.00571996 0.014687 0.0229778 0.0208196 0.0108801 0.0098468 0.00208875 0.00775804 0.00314515 0.00993952
internal_count=3121 3098 3080 2991 2828 2778 2504 2489 2297 2211 2191 1939 1801 1673 1463 1344 119 274 259 69 235 210 1172 940 542 418 156 262 149 398
is_linear=0
shrinkage=0.00137286


Tree=1024
num_leaves=31
num_cat=0
split_feature=39 42 9 156 151 4 150 41 401 448 128 158 1374 160 15 49 133 52 156 16 12 47 14 43 10 1 0 13 49 48
split_gain=0.00173501 0.00132452 0.00122006 0.00105721 0.00103492 0.00121868 0.00117448 0.000976671 0.000865431 0.00084922 0.000896532 0.000895507 0.000899984 0.000837293 0.0010014 0.00100922 0.000900441 0.00105112 0.000967001 0.000775866 0.000745484 0.000855757 0.000763387 0.000715565 0.000652276 0.000641203 0.000983727 0.00101 0.000984311 0.00111035
threshold=0.16946000000000003 -0.26584999999999998 -0.036024999999999995 -1.0000000180025095e-35 -0.5145249999999999 0.27287000000000006 -0.22665999999999997 0.078475000000000017 0.10076500000000001 -0.083859999999999976 0.086435000000000012 0.094245000000000009 0.093235000000000012 -0.098904999999999979 -0.095869999999999983 0.10969000000000002 0.10622000000000002 0.090245000000000006 0.10499000000000001 -0.54165499999999989 -1.0000000180025095e-35 0.096475000000000019 -0.46885499999999997 -0.27207999999999993 -0.012544999999999999 0.10471500000000002 -0.23091999999999999 -0.010094999999999998 -1.0000000180025095e-35 0.083685000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 -5 6 -6 8 9 -8 11 12 13 -11 15 24 18 -18 23 -7 -21 22 -22 -16 -15 26 -25 28 29 -28
right_child=-2 2 3 4 5 19 7 -9 -10 10 -12 -13 -14 14 16 -17 17 -19 -20 20 21 -23 -24 25 -26 -27 27 -29 -30 -31
leaf_value=-0.0014006908909197065 0.0014008523215763712 0.0014006056551316632 -0.0014003949925055527 -0.0012797671429211539 0.0011429061915241311 0.0014004680492430356 -0.001286855576236357 -0.0011760062699514482 -0.001357679415629352 -0.00067210561620648047 -0.0009428066321727121 -0.0011960731873731075 -0.00118177508473053 0.00037514411715005783 0.0011245965926410697 0.00083157657727960725 0.00027205109714266494 -0.001178436989598298 -0.0010464152530304948 0.0012791968124068885 -0.00046071663232798816 -0.00098545652240004554 0.00080361981000430331 0.0013892224313107225 -0.00073353444517084939 0.000674327204277524 -0.00089517463761764661 -0.000342038992140112 0.00060274977005353198 0.00065145167267709073
leaf_weight=0.0014595469304943256 0.0015852596628462825 0.001114588259095938 0.0011624849947242657 0.0013202097590578879 0.0014470539309741062 0.0014774079329384904 0.0011082846253742664 0.0017126264407565364 0.001052545357679068 0.0028958752473258178 0.0020986565702494344 0.0012106921462424749 0.0011823609636891766 0.0012687914363596065 0.0021425345901633355 0.0012488944895494569 0.002068207305677027 0.0018613286987374522 0.0010122282265134777 0.0011871015967912513 0.0014484180942417879 0.0012056223858962767 0.0026491287787280271 0.0012022624068776929 0.0057852245335947572 0.0062609316781845328 0.0022253352954102459 0.0069384535787486894 0.008171609663314424 0.0015401744986363042
leaf_count=18 23 89 163 50 15 51 37 94 144 251 167 167 31 7 24 26 177 94 104 109 14 14 98 10 171 122 124 311 391 25
internal_value=0 -8.12271e-05 -5.20476e-05 -7.70014e-05 -5.28586e-05 -2.69014e-05 -0.000101771 -0.000135762 -0.000101017 -7.46797e-05 -4.73261e-05 -7.3535e-06 2.40666e-05 5.60182e-05 0.000106552 -0.000328696 0.000214675 -0.000415011 0.000298571 0.000484594 0.00027611 5.15717e-05 0.000356697 0.000346372 -0.000534119 0.000283067 0.000161059 8.28319e-05 0.000329788 -0.000262571
internal_weight=0 0.0674586 0.065999 0.0648844 0.063722 0.0624018 0.0544341 0.052987 0.0512744 0.0502218 0.0491136 0.0470149 0.0458042 0.0446219 0.041726 0.00830291 0.0334231 0.00392954 0.0294935 0.00796768 0.00649027 0.00530317 0.00409755 0.0284813 0.00705402 0.0263388 0.0200778 0.0188756 0.0119371 0.00376551
internal_count=3121 3098 3080 2991 2828 2778 2492 2477 2383 2239 2202 2035 1868 1837 1586 204 1382 271 1111 286 235 126 112 1007 178 983 861 851 540 149
is_linear=0
shrinkage=0.00140032


Tree=1025
num_leaves=31
num_cat=0
split_feature=39 9 42 156 151 4 150 41 16 12 1374 158 133 0 160 0 124 3 457 0 52 160 0 12 15 49 0 49 16 52
split_gain=0.00157191 0.0012288 0.00105497 0.00096443 0.000885436 0.000956937 0.0011589 0.000882328 0.000852059 0.000887615 0.000817886 0.000811651 0.000787076 0.000798429 0.000987886 0.000811414 0.000702012 0.000780574 0.000792977 0.000658681 0.000649447 0.000608686 0.000736332 0.000983221 0.00110554 0.000760915 0.000584979 0.000572263 0.000527057 0.000511174
threshold=0.16946000000000003 -0.036024999999999995 -0.26584999999999998 -1.0000000180025095e-35 -0.5145249999999999 0.27834500000000006 -0.22665999999999997 0.078475000000000017 -0.54165499999999989 -1.0000000180025095e-35 0.093235000000000012 0.093740000000000018 0.18829500000000002 -0.061629999999999997 -0.091944999999999985 -0.053834999999999994 -0.08921999999999998 0.090900000000000009 -0.0029299999999999994 -0.0058249999999999994 0.14295500000000003 0.092865000000000017 -0.10607499999999999 0.091545000000000015 0.088235000000000022 -0.066894999999999982 -0.081584999999999977 0.0034800000000000005 -0.056919999999999991 0.11434500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 -5 6 -6 10 -7 -10 11 12 13 14 -8 -15 -16 18 -18 -17 21 22 25 24 28 -20 -11 29 -24 -21
right_child=-2 2 3 4 5 8 7 -9 9 26 -12 -13 -14 15 16 19 17 -19 20 27 -22 -23 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0014571602245723799 0.0014574392821883268 -0.0014572252620265978 -0.0014569650405404609 -0.0013331571850055048 0.0011848560869828816 0.0014570395366614297 -0.0011335425471275177 -0.0011969846656461958 0.0014370909463339667 -0.00042339787170814393 -0.0012723932831732851 -0.0012519959275671736 -0.00093242344181299736 0.0012749004834787937 -0.0012589864877351367 -0.00050323335013659632 -0.0013176330671778875 0.00037484529395886838 0.0013114762998451563 0.00043539978084415235 0.00081851651824825077 -0.0012778113710340152 -0.00015017217338568391 -0.0013882835349978279 0.00047738122294290435 1.9636913929519689e-05 0.00066061864595601066 0.0013448707157225567 -0.0011371217750613424 -0.00044357465022479623
leaf_weight=0.0010740133160300749 0.0014305530401159663 0.0012178123858532777 0.0010713662847545704 0.0011401231538883385 0.0014279700428687639 0.0014516505516937173 0.0019570113772440214 0.0016406304494758208 0.0010250461700032076 0.0031373272444170652 0.0012500281150451533 0.0012158640641324317 0.0020252681206116554 0.0015996354042613356 0.0010025765935495192 0.0024394635467750456 0.0012094551744663553 0.0076689763182855577 0.001259555882839436 0.0054984998192750927 0.0015008141867873795 0.0010111324030854787 0.0024606202146579695 0.0016159862959383977 0.0034730117577126407 0.0041776417704113408 0.0015932139710272955 0.0010831641101276546 0.0021537012075789818 0.0018860353580691935
leaf_count=89 23 18 163 50 15 51 246 96 105 52 33 183 278 28 25 96 134 114 28 133 56 69 347 217 123 69 66 23 175 16
internal_value=0 -8.74612e-05 -0.000115021 -8.73057e-05 -6.19638e-05 -3.64316e-05 -0.000108569 -0.000146945 0.000459589 0.000208016 -0.000109888 -7.77654e-05 -4.53342e-05 -2.55539e-06 -0.000133373 0.000305907 -6.22836e-05 -1.70614e-05 -0.000176405 0.000163796 -9.82138e-05 -0.000183397 -0.000110308 -0.000350811 -0.000143507 0.000318898 -5.83085e-05 0.00035596 -0.000610824 0.000210907
internal_weight=0 0.0612676 0.0601936 0.0589758 0.0579044 0.0567643 0.049557 0.0481291 0.00720724 0.00575559 0.0464884 0.0452384 0.0440225 0.0419973 0.0294905 0.0125068 0.0275335 0.0265309 0.0188619 0.0109072 0.0176525 0.0161516 0.0151405 0.00970332 0.00808733 0.0054372 0.00473054 0.0084677 0.00461432 0.00738454
internal_count=3121 3098 3009 2991 2828 2778 2504 2489 274 223 2393 2360 2177 1899 1603 296 1357 1332 1218 268 1084 1028 959 862 645 97 118 172 522 149
is_linear=0
shrinkage=0.00145689


Tree=1026
num_leaves=24
num_cat=0
split_feature=128 133 160 1 159 43 160 151 49 16 474 43 49 1 0 16 4 2 16 2 51 16 1
split_gain=0.000222307 0.000265958 0.000427353 0.000286327 0.000352482 0.000262512 0.000260152 0.000259922 0.000463046 0.000330809 0.000329462 0.000257397 0.000247604 0.000281024 0.000313582 0.000518611 0.000296479 0.000192577 0.000147252 0.000286169 0.000225092 0.000147147 8.15702e-05
threshold=0.086950000000000013 -0.25159999999999993 -0.40698999999999991 0.104035 0.091530000000000014 -0.15582499999999996 -0.095794999999999977 0.086470000000000005 -0.087004999999999985 0.15891500000000003 0.084660000000000027 0.016310000000000002 -0.078034999999999979 0.11181500000000001 -0.14920999999999998 -0.061854999999999993 0.09173000000000002 0.10912000000000001 -0.056919999999999991 0.084055000000000005 0.082455000000000014 0.15891500000000003 0.092390000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 21 -5 8 -7 10 11 18 -8 17 -15 -16 -17 -14 19 22 -21 -4 -10
right_child=-2 2 3 6 -6 7 12 -9 9 -11 -12 -13 13 14 15 16 -18 -19 -20 20 -22 -23 -24
leaf_value=-0.0019439473181297202 -0.0018151222877360734 -0.0023271688616387297 0.00025506120379894712 0.002544883039168758 -0.0023523709829302046 -0.0024202257667559931 0.0021970403621173291 0.0016909762277098454 0.00027793561646833714 -0.0015371003507491253 0.002248226294727285 0.0012059171344985444 0.00033439721219353575 -0.0015664743259322694 0.0026067420422317849 -0.0018758401310405644 0.00077504729290916324 0.0024809137810779414 -0.0013540102163808164 -0.0021681177316201054 1.708689626292725e-05 0.002286646576136221 0.0017067623134124359
leaf_weight=0.0010070629303593473 0.0010318423619009023 0.0010663084948399062 0.0010648037908733672 0.0010362219008435156 0.0010061538188418364 0.0014136889350497847 0.0011260159605974715 0.0010514108073349506 0.0013194125890474409 0.0019491730664794602 0.0010724014349978725 0.0019927246095963191 0.0013763959988937202 0.0018134362713464486 0.0011250183349718074 0.0012851807054516905 0.0012642602685808413 0.0011663956760372685 0.0017484713482849345 0.0011974805208445627 0.0017566075713761897 0.0010896835697025153 0.0011124214396893706
leaf_count=141 203 218 101 75 181 63 80 60 137 215 126 181 75 52 156 83 57 58 321 368 110 20 40
internal_value=0 1.96185e-05 8.77268e-05 0.000179799 -0.000118003 1.60662e-05 0.000699108 -0.000170655 -0.000314976 -6.99971e-05 0.000210373 -2.90673e-05 0.00049023 0.000250911 -0.000243992 0.000408686 -0.000561273 0.00131902 -0.000374014 -5.58703e-05 -0.000868716 0.00128258 0.00093154
internal_weight=0 0.0300407 0.0290337 0.0279674 0.0177744 0.0167683 0.0101929 0.0146138 0.0135624 0.0121487 0.0101995 0.00912712 0.0091567 0.00803069 0.0054879 0.00367446 0.00254944 0.00254279 0.00713439 0.00538592 0.00295409 0.00215449 0.00243183
internal_count=3121 2918 2777 2559 1923 1742 636 1621 1561 1498 1283 1157 561 481 348 296 140 133 976 655 478 121 177
is_linear=0
shrinkage=0.00388662


Tree=1027
num_leaves=24
num_cat=0
split_feature=2 128 50 15 15 156 2 158 1374 457 151 13 13 3 52 42 133 43 16 0 2 2 4
split_gain=0.000203179 0.000266893 0.000257361 0.000342634 0.000318752 0.000267984 0.000255218 0.000235165 0.000222784 0.000310459 0.00028279 0.000309949 0.000538313 0.000506866 0.000321662 0.00025716 0.000637463 0.000613773 0.000542765 0.00022439 0.000191167 0.000185394 0.000121254
threshold=0.14753000000000002 0.086435000000000012 0.10647500000000001 -0.24436499999999997 -0.11713499999999999 0.091255000000000017 0.099515000000000006 0.07968500000000002 -0.094929999999999987 0.088350000000000026 -0.086769999999999986 -0.094514999999999988 -0.086919999999999983 0.088060000000000013 0.10160000000000001 -0.092459999999999987 0.087720000000000006 -0.074359999999999996 -0.056919999999999991 -0.070154999999999981 0.092480000000000021 0.09142500000000002 -0.0035949999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 6 7 -5 8 -6 10 -10 14 -13 15 21 -14 17 19 22 -17 -15 -12 -19
right_child=-2 -3 -4 4 5 -7 -8 -9 9 -11 11 12 13 20 -16 16 -18 18 -20 -21 -22 -23 -24
leaf_value=0.0019945558097244158 0.0015663349742124559 -0.0020934164360770372 -0.001816402606836706 -0.0028406076594332864 -0.0013977048367003031 -0.0018487402344995239 -0.00014122077232092713 -0.001732193252696483 0.0020990711214265074 0.0019969814869139385 0.00086716646336274482 -0.0030875654585811214 0.0022771772733282572 -0.00057134840208760828 -0.00077345397072793858 0.00074189317440431042 -0.0028563445763867003 -0.0002780306082980458 -0.0022261479372981427 0.0029500807519670267 -0.0030840128405535774 0.0030612646908900589 0.0015577810230667983
leaf_weight=0.0014647893480033104 0.0012828465841341332 0.0011110724223598592 0.0013112137393068704 0.0011932778668541878 0.0012501254213574944 0.0011494431095674376 0.0011900668305990791 0.0010266136745259438 0.0012757376981120663 0.0018685786842045351 0.0013788777491558967 0.0010264225398042203 0.0011291117855787283 0.0010309342747234487 0.0010695904517943333 0.0014021914133142133 0.0010314955728623065 0.0010517143643604607 0.00170075351514968 0.001772349630986267 0.0010294487737496638 0.0012481513453188597 0.0014640583636840176
leaf_count=171 142 199 287 142 48 201 58 230 106 80 68 189 91 26 26 158 333 230 158 59 29 58 32
internal_value=0 -0.000110801 -3.23105e-05 5.51288e-05 -5.7207e-05 9.21606e-05 -0.00149273 0.000194704 0.000290132 0.000398452 0.000228842 8.27808e-05 -0.000224483 2.85927e-05 0.00113329 0.000428812 0.000181024 0.000604919 -0.000426383 0.00197473 -0.00182677 0.00190962 0.000790323
internal_weight=0 0.029176 0.0280649 0.0267537 0.0252889 0.0229056 0.00238334 0.0217562 0.0207295 0.0194794 0.0176108 0.0163351 0.0126385 0.0116121 0.00369662 0.00955167 0.00842256 0.00739107 0.00421653 0.00317454 0.00206038 0.00262703 0.00251577
internal_count=3121 2979 2780 2493 2322 2122 200 1921 1691 1643 1563 1457 1305 1116 152 1061 970 637 420 217 55 126 262
is_linear=0
shrinkage=0.00412451


Tree=1028
num_leaves=23
num_cat=0
split_feature=1213 475 52 52 43 13 3 2 13 15 403 130 1 160 47 1 16 4 2 47 52 0
split_gain=0.000198257 0.000203045 0.000213478 0.00033708 0.000423086 0.00036847 0.000469339 0.000456604 0.000449127 0.000350444 0.000696908 0.000469815 0.000348253 0.00047065 0.000490109 0.000305067 0.000583988 0.000479572 0.000301261 0.000289184 0.000129353 9.66384e-05
threshold=-1.0000000180025095e-35 -0.08459499999999999 0.19022000000000003 0.13389000000000004 0.24789500000000006 -0.084034999999999985 0.12745000000000004 0.12043500000000001 -0.063184999999999977 0.035560000000000008 0.03138500000000001 -0.0015749999999999998 0.094465000000000007 0.086075000000000013 0.077555000000000013 0.08844500000000001 -0.36241499999999999 -0.082594999999999988 0.086675000000000016 0.096300000000000011 -0.014264999999999998 -0.097734999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 5 15 7 8 -7 11 -11 -10 13 14 21 17 -17 -3 -4 20 -14 -13
right_child=1 2 18 -5 -6 6 -8 -9 9 10 -12 12 19 -15 -16 16 -18 -19 -20 -21 -22 -23
leaf_value=-0.0018048694348406487 -0.0018220014255319952 0.0017903345718476031 0.00057996363128545812 0.002239996094790172 -0.00256664073871432 -0.0024442226765102656 -0.002819778308879087 0.0026523545705689935 -0.0022585295401306217 -0.0027098821212688685 0.0016094048274670118 0.0026074464060870735 0.0017184936774873347 -0.0020000316699225413 -0.0014761390284951657 -0.00020130896467768035 0.0034892730947378285 -0.0016653130976109517 -0.0024124307893835274 0.00027757901546424102 0.0036229277785176399 0.00099179577262857176
leaf_weight=0.0010830173617574204 0.0010120717958095318 0.0014601514171763696 0.0010620469086553 0.0013703515312188932 0.001012603857493132 0.0013408123978588754 0.0010575244510846451 0.0011297209132554711 0.0010092168875066596 0.0018726654660672368 0.0010219411226533026 0.0013483900553978813 0.0014603583757555327 0.0014510309761828211 0.0011454444253899965 0.0012679326427584847 0.0018900417878224829 0.0013849845387732219 0.0013553685913687552 0.0016319348158546632 0.0011118063002748535 0.0012746399161978764
leaf_count=491 218 43 122 43 144 318 37 146 54 310 45 39 124 64 46 92 144 223 208 35 65 110
internal_value=0 2.87998e-05 9.65226e-05 0.000210902 9.442e-05 0.000212301 -0.000106461 7.51705e-05 -0.00012332 0.000110176 -0.00118496 0.000469513 0.000761672 3.58452e-05 0.000819749 0.00110732 0.0020075 0.000108159 -0.00109778 0.00166281 0.00254168 0.00182233
internal_weight=0 0.028671 0.027659 0.0252416 0.0238712 0.0228586 0.0168555 0.015798 0.0146682 0.0133274 0.00289461 0.0104328 0.0094236 0.00521951 0.00376847 0.00600311 0.00315797 0.00284514 0.00241742 0.0042041 0.00257216 0.00262303
internal_count=3121 2630 2412 2082 2039 1895 1393 1356 1210 892 355 537 483 259 195 502 236 266 330 224 189 149
is_linear=0
shrinkage=0.004207


Tree=1029
num_leaves=24
num_cat=0
split_feature=147 484 1374 13 13 403 160 148 11 403 124 52 1 43 2 3 3 52 0 4 1 4 16
split_gain=0.000203331 0.000259166 0.000252521 0.000272235 0.000481279 0.000307737 0.000272986 0.000283546 0.000292033 0.000301482 0.00032371 0.000222413 0.000219575 0.000304219 0.000471499 0.000780812 0.000257782 0.000264278 0.00026716 0.000422617 0.000194889 0.000207246 0.000147097
threshold=0.089025000000000007 -0.0068949999999999992 -0.094929999999999987 -0.53104499999999988 -0.43167499999999998 0.10301500000000001 -0.24498999999999996 -1.0000000180025095e-35 0.089270000000000002 -1.0000000180025095e-35 -0.043384999999999993 -0.40306999999999998 0.10538500000000002 -0.14792499999999997 0.093175000000000022 -0.080564999999999984 -0.084074999999999997 0.0031350000000000002 -0.22491999999999998 0.053180000000000012 0.11181500000000001 0.25615500000000008 0.042200000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 -5 6 -6 -8 9 -9 -11 -12 13 -13 16 -16 -15 18 -18 -20 -14 22 -22
right_child=-2 2 3 4 5 -7 7 8 -10 10 11 12 20 14 15 -17 17 -19 19 -21 21 -23 -24
leaf_value=-0.0015690712384027576 0.0013852778275807011 -0.0018468251570995021 -0.0019133235416105916 0.0025670273673730282 -0.0018313676991347034 -0.0019422647559442631 -0.0017352760377730867 -0.0012391320298381669 -0.001605151196167016 0.0025145473689058167 -0.0011371041984215211 0.0019101427871610012 0.0025991687520011595 -0.00099635782830657417 0.00062497846786570992 -0.0037859150242605423 0.0020813583716070803 0.002649181649357105 -0.0018494151079666234 0.0014086240326137509 0.0024690113824374512 -0.00050962470847010265 0.00044707471888086401
leaf_weight=0.0017165391975880731 0.00145260203520614 0.001082544742217805 0.0010021017958372581 0.0011868818556046669 0.0010183924880440278 0.0011373595614729828 0.0010511972492572843 0.0014598838981335063 0.0011023510692949037 0.0012385562258019336 0.0012285094985382489 0.0014288636513768377 0.0012438376456600517 0.0012514986253129232 0.0012762801684580438 0.0011547153631275009 0.0010722499180815179 0.0011055510096520393 0.0012260011312204347 0.0011805359942300697 0.0011457467352293804 0.0011849074115390934 0.0010340398478092538
leaf_count=492 124 51 30 50 255 179 60 653 93 172 203 42 42 163 46 96 18 56 119 18 50 94 15
internal_value=0 -0.000106715 -9.46568e-06 7.09657e-05 0.00015477 2.77514e-05 0.000132438 0.000230547 0.000337432 0.000454891 0.00060235 0.000449874 0.00058617 0.000254182 -3.20387e-05 -0.00147018 0.000567039 0.000993838 0.000467773 -0.000251172 0.00128463 0.000798675 0.00150985
internal_weight=0 0.0275285 0.025812 0.0247295 0.0237274 0.0225405 0.0214031 0.0203847 0.0193335 0.0182312 0.0167713 0.0155327 0.0143042 0.0096957 0.00826683 0.002431 0.00583584 0.00458434 0.00347879 0.00240654 0.00460853 0.00336469 0.00217979
internal_count=3121 2997 2505 2454 2424 2374 2195 1940 1880 1787 1134 962 759 558 516 142 374 211 155 137 201 159 65
is_linear=0
shrinkage=0.00388662


Tree=1030
num_leaves=22
num_cat=0
split_feature=2 128 0 484 1 15 47 3 4 52 1 4 2 1 1 52 48 0 12 12 2
split_gain=0.000174697 0.000246663 0.000218183 0.000281822 0.000293873 0.000550405 0.000336811 0.000278803 0.000243108 0.0006632 0.000315312 0.000202021 0.000411905 0.000283082 0.000209432 0.000181725 0.00015071 0.00016452 0.000141232 0.000120331 0.000105663
threshold=0.14753000000000002 0.086435000000000012 -0.060129999999999996 -0.0068949999999999992 0.077565000000000009 0.083935000000000023 0.087885000000000019 -0.083154999999999993 -0.49405499999999997 0.10347000000000002 0.13501500000000002 0.0052350000000000009 0.093175000000000022 0.10089500000000001 0.11181500000000001 -0.0064899999999999992 0.10396500000000002 -0.10324499999999999 0.085885000000000017 0.10345000000000001 0.089885000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 20 11 -7 9 -4 18 13 -13 15 -14 -6 17 -8 -10 -20 -5
right_child=-2 -3 8 4 6 7 16 -9 10 -11 -12 12 14 -15 -16 -17 -18 -19 19 -21 -22
leaf_value=-0.0020415216507580188 0.0013913512409891749 -0.0019020495507846222 -0.0028077636255599203 -0.0014904527199007239 -0.0013770692574692055 -0.0011770728074315469 -0.0021517416592660558 0.0014008921334185398 0.0023764285545800814 0.0014567135363101999 -0.00063283658092235895 0.0031179796110178265 0.0014271594898170158 0.0016899290637300741 -0.00075345229179365287 0.00040373994855161976 0.00024214589709943438 -0.0001672646377815237 0.00032953900660234216 0.0018931522724875798 -0.0031875777854983097
leaf_weight=0.0011933992235901294 0.0012041941908567102 0.0010505952771224783 0.0010254614514852989 0.0010349296723872149 0.0016711484438225463 0.0010799535290365557 0.0014207582042899958 0.0013970221171910636 0.001453218064092713 0.0010947543734971532 0.0014717832452146862 0.0011974372225758145 0.0013738963660330228 0.0011679259385335428 0.0011963135181529694 0.001656911756081402 0.0014495556625391259 0.00105841795113193 0.0018586770276627362 0.0011609349478529651 0.0010974846236920799
leaf_count=422 142 199 134 253 99 288 28 267 115 18 60 74 62 104 69 232 56 57 89 66 287
internal_value=0 -9.18623e-05 -1.88855e-05 -0.000252293 -0.000125207 -0.000944797 0.000184643 0.000276908 0.000501919 -0.000605839 0.000897014 0.000621322 0.00127214 7.59314e-05 0.000412186 -0.000490474 -0.000733859 -0.00130452 0.00140041 0.000930693 -0.00236391
internal_weight=0 0.0271106 0.02606 0.0179952 0.0168018 0.00460939 0.0121924 0.00247698 0.00806483 0.00212022 0.00594461 0.00826363 0.00376765 0.00449599 0.00257021 0.00332806 0.00392873 0.00247918 0.00447283 0.00301961 0.00213241
internal_count=3121 2979 2780 2298 1876 1095 781 555 482 152 330 640 205 435 131 331 141 85 270 155 540
is_linear=0
shrinkage=0.00381041


Tree=1031
num_leaves=31
num_cat=0
split_feature=39 42 151 156 4 150 41 133 38 1374 156 0 160 3 484 1 12 16 12 47 14 43 16 43 15 15 1213 42 130 4
split_gain=0.00183549 0.00126794 0.00115001 0.001132 0.00123951 0.00103809 0.000967815 0.000893019 0.000912753 0.000933316 0.000978902 0.000966587 0.00122329 0.000929185 0.000900019 0.000899457 0.00100567 0.000856068 0.000897028 0.00137225 0.000964944 0.000809429 0.000725078 0.000698911 0.000694578 0.000823714 0.000731507 0.00085301 0.000643613 0.000594007
threshold=0.16946000000000003 -0.26584999999999998 -0.5145249999999999 -1.0000000180025095e-35 0.27834500000000006 -0.22665999999999997 0.078475000000000017 0.18829500000000002 1.0000000180025095e-35 0.093235000000000012 0.10499000000000001 -0.062294999999999996 -0.091944999999999985 0.090900000000000009 -1.0000000180025095e-35 0.10089500000000001 0.091840000000000019 -0.54165499999999989 -1.0000000180025095e-35 0.096475000000000019 -0.46596499999999991 -0.074359999999999996 0.22339500000000004 0.15359500000000004 -1.0000000180025095e-35 -0.090344999999999995 -1.0000000180025095e-35 0.08623500000000002 -1.0000000180025095e-35 0.033845000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 5 -5 7 8 9 10 11 12 -7 14 -14 16 24 -6 -19 20 -20 -13 -23 -24 25 -16 -26 -28 -17 -15
right_child=-2 2 3 4 17 6 -8 -9 -10 -11 -12 21 13 29 15 28 -18 18 19 -21 -22 22 23 -25 26 -27 27 -29 -30 -31
leaf_value=-0.0014006851833897641 0.0014009411959533991 -0.0012997590100494157 -0.001400402403333388 0.0011043733171356854 0.0014004858923465744 -0.0011052638016016063 -0.0011493110107006111 -0.0010446617251708642 -0.00097075679882800713 -0.0011762966807183457 -0.0011578460012010724 0.00084993590314270495 -0.0014004152351431251 0.00068335757827827368 -0.00012153009988918997 -0.00037606328611061545 -0.0014003944705613127 0.0013859812231872604 -0.00035939446091475105 -0.0013709573499418443 0.0010200190290150912 0.00046686554977636881 -0.0010323543704706865 0.00030461960352865555 -0.00089968307364631927 -0.0012335793009595926 -5.678533882378351e-05 0.0010004353735979968 0.00089228031806281411 -0.00020565588539144967
leaf_weight=0.001378460097129163 0.0017027002935918736 0.0013951543406918168 0.0011329563747701768 0.0014413275433184927 0.0017200001931030329 0.0020284933388774453 0.0016693391934339266 0.0017574481025750535 0.0019293536850142337 0.0012573767896597579 0.0012820477454775761 0.0049320198499032139 0.0010472241601844337 0.0054459702680773594 0.0043778655011252887 0.001092836298084876 0.0012987351082198737 0.0011800187382799976 0.0017896206348950727 0.0010792102067398446 0.0022379344446505911 0.0047967269378190805 0.0016312664466724414 0.0014466393912471176 0.0010474134985347661 0.0018614818482021152 0.0037514405163925303 0.0024896553673734445 0.0027807703522384477 0.0020205627397444914
leaf_count=18 23 50 163 15 57 288 98 279 41 34 127 88 288 83 91 14 213 141 21 13 84 110 56 6 244 150 194 38 71 23
internal_value=0 -7.23805e-05 -4.28102e-05 -1.38368e-05 1.26128e-05 -6.72404e-05 -0.000101051 -6.4803e-05 -2.77839e-05 1.30187e-05 4.75301e-05 8.42811e-05 -5.622e-05 2.19744e-05 -0.000137132 -6.63868e-05 -0.000223362 0.000525095 0.000285597 3.13319e-05 0.000407085 0.000405099 0.000126489 -0.000403966 -0.000110362 -0.000453305 0.000183216 0.000364954 0.000534451 0.000442776
internal_weight=0 0.0632993 0.0619209 0.0605257 0.0593928 0.051386 0.0499447 0.0482753 0.0465179 0.0445885 0.0433311 0.0420491 0.0292424 0.027214 0.0197474 0.0187002 0.0148266 0.00800678 0.00628678 0.00510677 0.00402756 0.0128067 0.00787463 0.00307791 0.0135279 0.00623935 0.00728851 0.0062411 0.00387361 0.00746653
internal_count=3121 3098 3080 3030 2867 2551 2536 2438 2159 2118 2084 1957 1697 1409 1303 1015 930 316 259 118 105 260 172 62 717 241 476 232 85 106
is_linear=0
shrinkage=0.00140032


Tree=1032
num_leaves=23
num_cat=0
split_feature=401 1447 453 4 1 12 1 15 48 48 51 0 0 49 52 43 43 133 16 4 16 16
split_gain=0.000169237 0.000182568 0.000242539 0.000333803 0.000203287 0.000279219 0.000240801 0.000200054 0.00023135 0.000243622 0.00023902 0.000264599 0.000490132 0.000330898 0.000208211 0.000199677 0.000321242 0.000181453 0.00017718 0.000335503 0.000105471 5.93222e-05
threshold=0.085410000000000014 -1.0000000180025095e-35 1.0000000180025095e-35 0.24564500000000003 0.111945 0.09364500000000002 0.10708500000000001 -0.10324499999999999 0.094535000000000022 0.12879500000000002 0.08955500000000001 -0.10011499999999998 -0.084044999999999995 -0.084934999999999997 -0.24456499999999998 -0.083879999999999996 0.016310000000000002 0.088820000000000024 -0.014754999999999999 0.053180000000000012 0.10246000000000001 -0.056919999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 7 6 -6 -5 -3 10 -10 11 13 -13 -9 -14 17 -17 20 19 -15 -16 -18
right_child=-2 2 -4 4 5 -7 -8 8 9 -11 -12 12 14 18 15 16 21 -19 -20 -21 -22 -23
leaf_value=-0.0014438529998818199 -0.0014406531110668734 -0.0013402015831111354 -0.0016016743113653024 0.0016544156616874564 0.0034264164084546241 0.00059862975548989064 -0.0007617812453561049 -0.0011231020880998436 0.0024160531024531419 -2.7557221534531537e-05 -0.0015905908444444694 -0.0026563589149029513 -0.0011177867944536005 -0.00075482699510226079 0.00084227033999092029 -0.0013596876854984909 0.00016292389315187376 -0.00024127183724911695 0.0023751501772708767 0.0021462716491424442 0.002558386961007087 0.0014585910541066718
leaf_weight=0.0011614004294728799 0.0011790593639144911 0.0015542791476321717 0.0011609685682385509 0.0011337337660091143 0.0010166731237977178 0.0010112827743000707 0.0012694350092559148 0.0010195212972590184 0.0011856756322474729 0.0011838187908850273 0.0013893581759580878 0.0011257862359462184 0.001885445273491544 0.0011764924110444497 0.001066099880870917 0.0019664807413690933 0.0010515023927268885 0.0010874725079803582 0.0014383523166401286 0.0011392364559128509 0.0010150614841073491 0.0010019578921451888
leaf_count=295 270 177 78 91 178 55 34 44 99 38 199 413 221 60 102 404 138 76 65 22 21 41
internal_value=0 3.40989e-05 0.000100428 0.000180374 0.00112783 0.00201628 0.000378099 -2.65765e-05 8.24195e-05 0.00119521 -7.87232e-05 6.15605e-05 -0.000284963 0.000801981 9.24883e-06 0.000304852 -0.000258968 0.00102015 0.00132479 0.000672386 0.00167929 0.000795127
internal_weight=0 0.02704 0.0258786 0.0247177 0.00443112 0.00202796 0.00240317 0.0202865 0.0187323 0.00236949 0.0163628 0.0149734 0.0101998 0.0047736 0.00907402 0.00718857 0.00401994 0.00316863 0.00375408 0.00231573 0.00208116 0.00205346
internal_count=3121 2851 2556 2478 358 233 125 2120 1943 137 1806 1607 1416 191 1003 782 583 199 147 82 123 179
is_linear=0
shrinkage=0.00381041


Tree=1033
num_leaves=20
num_cat=0
split_feature=41 2 124 123 483 12 151 457 1 15 133 43 12 13 4 15 42 3 2
split_gain=0.000164163 0.000235477 0.000242227 0.000238236 0.000281861 0.000274442 0.00024653 0.000361199 0.000302922 0.000660613 0.000292095 0.000401576 0.000451382 0.000252658 0.000367648 0.00036227 0.000208568 9.59937e-05 5.64931e-05
threshold=0.078475000000000017 -0.0091949999999999983 0.11040000000000001 1.0000000180025095e-35 0.083960000000000021 -1.0000000180025095e-35 0.086470000000000005 -0.0029299999999999994 0.12873500000000002 0.091915000000000011 0.09389500000000002 -0.25681499999999996 0.092355000000000007 -0.011289999999999998 -0.07168999999999999 -0.095869999999999983 0.086325000000000013 0.095270000000000007 0.089885000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 -3 7 -7 9 10 11 -9 13 16 -15 17 18 -16 -13
right_child=-2 2 -4 -5 -6 6 -8 8 -10 -11 -12 12 -14 14 15 -17 -18 -19 -20
leaf_value=0.0014306565639343478 -0.001170851184019615 -0.00181514653861814 0.0017544135307056368 0.0011761472643114651 -0.0021712692925673822 -0.0020466633687831978 0.0016227311547292514 0.0025115970114963863 0.0016910928528348817 -0.0024185309159589037 -0.0013307713741240569 0.0013708834245481638 -0.0016631176162730142 -0.0018441680402550465 0.00022716807511725262 0.0017580348094590381 0.00016204435489623734 -0.0014263179617347572 0.0026037899325016406
leaf_weight=0.001679126919863049 0.0017022970762292635 0.001327816864131747 0.0010401408855775776 0.0018784395084583396 0.0010428197941323427 0.0013314312495349414 0.0012351888907491384 0.0011301162305379355 0.0014322717281523003 0.0016490555019057504 0.0017159187771961801 0.0010698873075050087 0.0017217569859333528 0.0012838748825664825 0.0010341103726639878 0.0017984531187944597 0.0015541728157160151 0.0010054240669887804 0.001088707461017524
leaf_count=158 148 85 23 175 301 139 72 39 66 405 266 255 279 267 31 92 223 30 67
internal_value=0 5.05341e-05 -4.46771e-05 -0.000124993 -0.000239092 -0.000140216 -2.34723e-05 -0.000137609 1.65894e-05 -0.000142753 0.000137262 0.000352812 0.000121703 0.000469542 -7.90875e-05 0.000511363 0.00122639 -0.000587947 0.00199271
internal_weight=0 0.0260187 0.0243396 0.0232994 0.021421 0.0203782 0.0190504 0.0178152 0.0164837 0.0150515 0.0134024 0.0116865 0.0105564 0.00883463 0.00512186 0.00383799 0.00371277 0.00203953 0.00215859
internal_count=3121 2973 2815 2792 2617 2316 2231 2159 2020 1954 1549 1283 1244 965 420 153 545 61 322
is_linear=0
shrinkage=0.00381041


Tree=1034
num_leaves=31
num_cat=0
split_feature=39 9 156 42 401 151 150 1456 4 41 11 0 160 403 40 1373 48 133 13 1 52 15 4 15 16 12 4 1 15 13
split_gain=0.00153486 0.00154681 0.00108971 0.00108642 0.000870873 0.000903897 0.000937959 0.00102468 0.000968057 0.000885352 0.000818381 0.000874373 0.00120579 0.00116077 0.00109082 0.000922622 0.000941615 0.000662923 0.00103921 0.000788035 0.000675567 0.000887358 0.00071798 0.000667226 0.000635726 0.000660192 0.000622494 0.000644385 0.000895973 0.000632968
threshold=0.16946000000000003 -0.036024999999999995 -1.0000000180025095e-35 -0.26584999999999998 0.10076500000000001 -0.5145249999999999 -0.22665999999999997 -1.0000000180025095e-35 0.27287000000000006 0.078475000000000017 0.082245000000000013 0.010870000000000003 -0.098904999999999979 -0.092474999999999988 0.097265000000000018 0.085770000000000013 -0.075224999999999986 -0.11008499999999999 -0.010384999999999998 0.08844500000000001 -0.088204999999999992 -0.095869999999999983 0.033845000000000007 0.050935000000000008 -0.54165499999999989 -1.0000000180025095e-35 -0.053309999999999989 0.09253500000000002 0.091295000000000015 -0.083254999999999982
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 5 -5 -7 -8 9 10 11 12 -9 -14 15 16 -15 19 26 -18 -20 -22 23 -23 -10 -26 -19 28 -28 -29
right_child=-2 2 3 4 -6 6 7 8 24 -11 -12 -13 13 14 -16 -17 17 18 20 -21 21 22 -24 -25 25 -27 27 29 -30 -31
leaf_value=0.0012685877940810356 0.0012688562683606437 -0.0012683970313108325 -0.0012685721826372141 -0.00114695981870227 -0.00119876531255697 0.00088089655055790422 -0.0010016654261691747 -0.00097591860493009342 0.0012684235801139342 -0.0010362978464085303 -0.0011142996305894615 0.00036187486973466079 -0.001268357684067271 -0.00079279177364223843 -0.0011275030597735069 -0.0010065292913143701 -0.0012683940133849637 0.0010415051771986478 -0.00066566389357723026 0.00024130391145272233 -0.00033453942245400815 0.00088963072856205257 -0.00038176283852954691 -6.6003843238853751e-06 0.001162336580820586 4.3387923689154037e-05 -0.00035559173360017382 0.0012685019721366676 0.00076378060384899092 7.196417029087071e-05
leaf_weight=0.0013736462881048786 0.0014256104746408474 0.0012416875340259806 0.0011878080637544022 0.0011268654654017487 0.0010305231408533891 0.0018804949356763237 0.0016922037294393446 0.0023258388382165754 0.0012527369526793564 0.0014598338405704672 0.0010967818248666097 0.0084154870670261062 0.0011742671666852269 0.0017391710292997678 0.0012862034515705991 0.0012382200062006623 0.0010824969943605814 0.0027961310934227898 0.0020754865366914297 0.001143928555066509 0.0043894839887421719 0.0039215500629339308 0.001562832540940029 0.0020268896277135795 0.0010572620272810695 0.0042896639401561734 0.0030791858308876364 0.0018484887041907427 0.0018361957851311672 0.0011558994593769967
leaf_count=89 23 163 18 50 162 23 248 227 51 77 77 108 305 63 17 34 171 187 82 32 45 64 14 159 105 113 287 59 19 49
internal_value=0 -6.22497e-05 -9.25095e-05 -6.78342e-05 -4.3237e-05 -2.23287e-05 3.71993e-07 -3.03219e-05 1.13422e-06 -6.45009e-05 -3.24005e-05 -4.86757e-06 -9.38559e-05 -3.04516e-05 1.61658e-05 6.53695e-05 0.000111683 0.00017012 0.000229886 -0.000492717 2.05276e-06 0.000118502 0.000383254 0.000584246 0.000455177 0.000264641 0.000527039 0.000345403 6.25623e-05 0.00080815
internal_weight=0 0.0617873 0.0604136 0.0591719 0.0579841 0.0569536 0.0558267 0.0539462 0.052254 0.0456544 0.0441945 0.0430978 0.0346823 0.0323564 0.0311822 0.029896 0.0286577 0.0269186 0.0246921 0.00222643 0.0139762 0.0119008 0.00751127 0.00594844 0.00659966 0.00534693 0.0107159 0.00791977 0.00491538 0.00300439
internal_count=3121 3098 3009 2846 2828 2666 2616 2593 2345 2076 1999 1922 1814 1587 1282 1265 1231 1168 965 203 364 282 237 223 269 218 601 414 306 108
is_linear=0
shrinkage=0.00126831


Tree=1035
num_leaves=31
num_cat=0
split_feature=39 42 9 1456 133 2 160 0 4 453 123 13 13 12 4 3 3 3 0 475 151 457 1 2 48 16 50 9 43 0
split_gain=0.00167174 0.00123485 0.00107565 0.000747356 0.000753902 0.00083213 0.000873414 0.000869955 0.000953149 0.000784472 0.000674576 0.00096764 0.00120047 0.000790038 0.000866222 0.000941302 0.000682803 0.0008446 0.000671909 0.000523629 0.000602702 0.000508935 0.00051667 0.00118694 0.000647446 0.000510164 0.000499088 0.000687071 0.000712719 0.000681636
threshold=0.16946000000000003 -0.26584999999999998 -0.036024999999999995 -1.0000000180025095e-35 0.18829500000000002 0.088225000000000012 0.083670000000000008 -0.10607499999999999 -0.14098499999999997 0.089960000000000026 0.087590000000000015 -0.53104499999999988 -0.43167499999999998 0.092355000000000007 -0.46376499999999993 -0.10023499999999998 -0.11255999999999998 -0.14477499999999996 -0.071339999999999987 -1.0000000180025095e-35 0.086470000000000005 -0.065884999999999985 0.093575000000000019 0.092875000000000013 0.12879500000000002 -0.090764999999999985 0.10030500000000002 0.091600000000000015 -0.074359999999999996 -0.084044999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 5 6 7 -5 -9 10 11 -7 -13 14 -14 -16 17 -15 19 -17 21 -21 23 25 -24 -23 27 28 29 -10
right_child=-2 2 3 4 -6 9 -8 8 26 -11 -12 12 13 16 15 18 -18 -19 -20 20 -22 22 24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0014006568876213379 0.0014009271003825948 0.0014005259804706898 -0.00091638012737379137 0.00037478608796941083 -0.00096612532508298069 -0.00097353697820611832 -0.0012828522788631981 0.00090675308671466371 -0.0014004165566052066 -0.0010568474959394628 0.0010338711347521068 0.0011770224844017828 -0.00079035882395452994 -0.00070097426662454583 0.00098942986705386317 -0.00046094116800366429 -0.001031930178676627 0.0010034076088455825 -0.00066114607608279137 -0.00069786403367140743 0.0011642349065273474 0.00079850053355452982 0.0010223368414796594 -0.0011234739907601159 -8.4799564317026199e-05 -0.0001918069115833957 0.00028442859658807639 0.00020102255948594062 -0.0013281383555578887 -4.8796709600697339e-05
leaf_weight=0.0013173520813207764 0.0015773772028850877 0.001013598065861209 0.0019071855178227617 0.0044371256835020736 0.0016098176859467008 0.0014790799218076236 0.0014542327747957265 0.0010474672013458522 0.0010011773900187038 0.0010390782695139924 0.0017143054439561203 0.0022181861739269939 0.0015590274021164341 0.0012413230582790646 0.0031963476327731997 0.0017561964557053509 0.0020371425394984924 0.0010544021430547446 0.0017504346013908203 0.0010290904147858279 0.0015801696681840846 0.0025534130463391504 0.0032721520001040005 0.0013058057035806314 0.0015154386724134383 0.0016986410531210066 0.0013683715426022766 0.0015865151243872333 0.0030233931136260956 0.0027176160511039899
leaf_count=18 23 89 287 93 287 14 107 28 139 31 110 30 72 84 91 77 319 20 54 38 36 41 100 65 20 92 97 38 486 135
internal_value=0 -6.13889e-05 -2.82048e-05 -5.59723e-05 -2.33138e-05 7.89256e-06 -0.000246144 -0.000146839 -0.000362253 0.000139958 0.000180124 0.000130081 0.000188867 0.000103076 0.000214354 0.000294036 -0.000441816 8.18302e-05 0.00015901 0.000256599 0.000353872 0.000241295 0.000334716 4.4271e-05 0.00067189 0.000402885 -0.000499329 -0.000628097 -0.000823199 -0.000412681
internal_weight=0 0.0544841 0.0531667 0.0521531 0.050246 0.0486361 0.0166359 0.0151817 0.0107445 0.0320002 0.0309612 0.0292469 0.0277678 0.0255496 0.0212167 0.0196577 0.00433287 0.00229573 0.0164613 0.0147109 0.0129547 0.0113745 0.0103455 0.00555786 0.00478759 0.00425205 0.00969707 0.0083287 0.00674219 0.00371879
internal_count=3121 3098 3080 2991 2704 2417 1123 1016 923 1294 1263 1153 1139 1109 686 614 423 104 523 469 392 356 318 198 120 133 895 798 760 274
is_linear=0
shrinkage=0.00140032


Tree=1036
num_leaves=21
num_cat=0
split_feature=1213 1447 453 4 1 151 160 42 43 3 12 15 15 3 12 0 52 15 4 160
split_gain=0.000175651 0.000166353 0.000187155 0.000336507 0.000187661 0.000177643 0.000294265 0.000300513 0.000342634 0.000345544 0.000320911 0.00022431 0.000357939 0.000518193 0.000426502 0.000313659 0.000214651 0.00035844 9.59144e-05 9.31527e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 1.0000000180025095e-35 0.27287000000000006 0.111945 -0.086944999999999981 -0.091944999999999985 -0.11466499999999999 -0.074359999999999996 -0.075944999999999985 -0.015429999999999998 0.091915000000000011 0.088235000000000022 0.092670000000000016 0.082850000000000021 -0.10224499999999999 0.096795000000000006 0.040760000000000005 -0.064804999999999988 0.098320000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 5 -5 -3 -7 -8 9 16 -10 12 13 14 15 -12 17 -9 -15 -20
right_child=1 2 -4 4 -6 6 7 8 10 -11 11 -13 -14 18 -16 -17 -18 -19 19 -21
leaf_value=-0.0015531381433380241 -0.0013764911425138476 0.0011256663055388707 -0.0014001391880237182 0.00046898606587860017 0.002403430569997215 -0.0017859764589107728 -0.0018857332240007729 -0.0015396227007587145 -0.002099225671048571 0.0023650733802266953 -0.0011856422591150142 -0.0014311577452633421 0.0022061593706758018 0.00027132381164333405 -0.0025987858631906732 0.0012771326998646691 0.0017520805385801376 0.0011474025676114681 0.0024017892562989873 0.00076450646100388565
leaf_weight=0.0010494853816012664 0.0011588078259653347 0.0018796708677575316 0.0011544255341959788 0.0015396999718362272 0.0013813782919747108 0.0013971450991743231 0.0011191249352988644 0.0014860144627805161 0.0011875940935208674 0.0016878118104077756 0.0017124593041728531 0.0013952284850757826 0.0011402057005689423 0.0013683112189397661 0.0014799211407132695 0.001337126204994387 0.0010845733039746008 0.0013997706321973169 0.0010029350031288686 0.0010152814284083433
leaf_count=491 255 194 78 77 240 251 82 290 76 109 35 194 104 54 354 41 37 88 52 19
internal_value=0 3.58171e-05 9.9328e-05 0.000169654 0.00138379 6.16619e-06 -0.000100039 2.78638e-05 0.000151673 0.000920838 -0.000222246 -8.96602e-06 0.000210141 -7.73609e-05 -0.000920337 -0.00010581 0.000306889 -0.000236262 0.00105013 0.00157814
internal_weight=0 0.0269275 0.0257687 0.0246143 0.00292108 0.0216932 0.0198135 0.0184164 0.0172972 0.00565817 0.0116391 0.0104515 0.00905624 0.00791603 0.00452951 0.00304959 0.00397036 0.00288579 0.00338653 0.00201822
internal_count=3121 2630 2375 2297 317 1980 1786 1535 1453 524 929 853 659 555 430 76 415 378 125 71
is_linear=0
shrinkage=0.00381041


Tree=1037
num_leaves=31
num_cat=0
split_feature=39 42 156 9 401 151 4 150 1456 51 11 403 1374 42 3 40 48 3 150 4 376 156 3 15 133 52 43 1 2 47
split_gain=0.00158515 0.00119858 0.00116201 0.00110843 0.000969786 0.000881736 0.00111469 0.00103936 0.000911082 0.000828877 0.000776119 0.000748221 0.000790579 0.000745777 0.000814176 0.000839222 0.000811314 0.00128515 0.000833647 0.000735665 0.000783298 0.000758266 0.000775725 0.00125691 0.000918954 0.000818998 0.000736478 0.00068287 0.000677956 0.000662442
threshold=0.16946000000000003 -0.26584999999999998 -1.0000000180025095e-35 -0.036024999999999995 0.10076500000000001 -0.5145249999999999 0.27834500000000006 -0.22665999999999997 -1.0000000180025095e-35 0.11144500000000002 0.081790000000000015 -0.092474999999999988 0.093235000000000012 -0.11466499999999999 -0.10519499999999998 0.097265000000000018 -0.075224999999999986 0.30112000000000005 -1.0000000180025095e-35 -0.51843499999999987 0.049360000000000008 0.080810000000000007 0.10299500000000002 0.088235000000000022 -0.088669999999999985 0.091820000000000013 -0.084154999999999994 0.077845000000000011 0.10855000000000002 0.10954500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 5 -5 7 -7 -9 29 11 -10 13 -13 27 16 -16 18 -18 -20 21 22 23 24 -21 -25 -26 28 -15 -8
right_child=-2 2 3 4 -6 6 9 8 10 -11 -12 12 -14 14 15 -17 17 -19 19 20 -22 -23 -24 25 26 -27 -28 -29 -30 -31
leaf_value=-0.0014006295028035614 0.0014009217926287086 -0.0014004513323788153 0.0014005074015881662 -0.0012265211295355795 -0.0013050271759235247 0.0011239244590589589 0.00090362567817175012 -0.0010746944612706462 -0.00093761518434601105 -0.00068468646603712577 -0.0011362350218254661 -0.0011478223772779734 -0.0011986724621894495 -0.00029367614689595535 -0.00090371934310538979 -0.0011524088349968101 -0.0011684602855569128 0.0014004064924906911 -0.0010941452275192117 -0.0014004235201943854 0.00098394736178212183 -0.00079191967743033078 0.00060892581908279222 0.00086555845019087806 -0.00091665258496166559 -0.00044314105425794761 1.4389332286920719e-05 0.00099738496692504549 0.00085188859102467243 -0.00019859932806153409
leaf_weight=0.00130486444289346 0.0014649827250678973 0.0012150571093885168 0.001062172877432487 0.0011593006452059731 0.0011699100862334602 0.0013908273737683876 0.0053277637272230996 0.0018240862673626337 0.0017331206528741197 0.0010001183679833048 0.0012914667487358136 0.0010281429565628377 0.001051824270000167 0.0027492923074987482 0.0017955634752269125 0.0012614398874575264 0.001144026632957206 0.0013504529988068717 0.0010599651883218394 0.0012336721537336013 0.001814337458469594 0.0020186042962508912 0.0047378353476688053 0.0040070693152216555 0.0019805454876316011 0.0012241425346886103 0.010490002802172634 0.0029922122993468747 0.0016040485527071269 0.0013376538848604014
leaf_count=18 23 163 89 50 162 15 230 247 333 15 96 89 31 45 59 19 53 55 16 155 50 206 44 151 90 155 385 41 12 24
internal_value=0 -7.24417e-05 -4.4513e-05 -1.74329e-05 -4.2628e-05 -1.74283e-05 6.97113e-06 -6.95704e-05 -0.000103873 0.000504059 -6.58449e-05 -3.5313e-05 6.00779e-07 3.02874e-05 5.95004e-05 -3.1549e-05 1.14839e-05 6.43902e-05 3.66265e-06 5.06042e-05 9.47177e-05 3.1921e-05 0.000102169 -2.46261e-05 -0.000247529 0.000559313 -0.000133477 0.000482395 0.000128423 0.000682425
internal_weight=0 0.0633595 0.0620547 0.0608396 0.0597774 0.0586075 0.0574482 0.0497827 0.0483919 0.00766554 0.0465678 0.0452763 0.0435432 0.0424914 0.0414632 0.0341177 0.0328562 0.0310607 0.0297102 0.0285662 0.0275062 0.0256919 0.0236733 0.0189354 0.0137042 0.00523121 0.0124705 0.00734555 0.00435334 0.00666542
internal_count=3121 3098 3080 2917 2828 2666 2616 2347 2332 269 2085 1989 1656 1625 1536 1438 1419 1360 1305 1252 1236 1186 980 936 630 306 475 98 57 254
is_linear=0
shrinkage=0.00140032


Tree=1038
num_leaves=31
num_cat=0
split_feature=39 9 42 3 401 156 151 1348 1456 49 1374 47 47 403 403 47 14 133 52 12 12 1374 0 15 47 0 52 4 13 3
split_gain=0.00166464 0.00137909 0.00132252 0.00112937 0.00113907 0.00102331 0.00104344 0.00133042 0.00122751 0.00106676 0.000992017 0.00100065 0.00116218 0.000877083 0.00104413 0.000856064 0.000959524 0.000979629 0.000927658 0.0010349 0.00125545 0.000896822 0.000967015 0.000862645 0.000807836 0.00101641 0.000691466 0.0014126 0.00088286 0.000801616
threshold=0.16946000000000003 -0.036024999999999995 -0.26584999999999998 0.31299000000000005 0.10076500000000001 -1.0000000180025095e-35 -0.5145249999999999 0.090205000000000021 -1.0000000180025095e-35 0.10542000000000001 0.093235000000000012 0.13206500000000002 0.11402500000000002 0.37674000000000007 0.10301500000000001 0.086380000000000012 0.076175000000000007 -0.11008499999999999 0.11434500000000002 0.09334000000000002 0.090455000000000021 -0.094929999999999987 -0.23051499999999997 -0.013104999999999999 0.09550500000000002 -0.10151999999999999 0.10347000000000002 -0.49405499999999997 -0.090639999999999984 -0.14847999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 -4 -7 8 -8 10 11 12 13 14 15 16 17 -10 21 20 23 -19 -23 -20 -17 -26 27 -24 -29 -30
right_child=-2 2 3 -5 -6 6 7 -9 9 -11 -12 -13 -14 -15 -16 24 -18 18 19 -21 -22 22 26 -25 25 -27 -28 28 29 -31
leaf_value=0.001148991131710616 0.0011492166832876721 -0.0011490703922990794 -0.0011488217125026311 0.00075631010741611252 -0.0011488367095004212 -0.0010515595630473762 -0.0009077305367758199 0.0011324697020194034 -0.00075563823416089509 0.00051630437979672617 -0.0011370107055678389 -0.00096414972049151907 0.00091294240497773172 0.00093536143604903358 -0.0011243873227770344 -0.0010893917639673916 -0.00081821357024585784 -0.00053168245801596859 0.00039773094648924863 -0.001070340926592316 0.00096257274566223213 0.00098712880448926675 -0.00091141787506845246 -0.00095283038255895456 0.00019566259174809121 -0.00096687794731860897 0.0009561443705857301 0.00064291148225516389 0.00076091509980511581 5.4541788608565417e-07
leaf_weight=0.0012145110953341023 0.0015246358690887965 0.0015100009678938866 0.0011334101514171016 0.0021542243956176313 0.0013115847587945586 0.0013357518316325914 0.0021236750169926202 0.0012824185321278483 0.0018550711950666701 0.0045344404785172534 0.0011138359314841742 0.0015046764367525603 0.0017256500658433529 0.0011711971099117582 0.0012098721957833894 0.0017873635007070723 0.0017235683376739521 0.0021673648439701756 0.0010019631666722262 0.0017206932406788056 0.001224043878821135 0.0020893007147151183 0.0016071116142057735 0.0016548936395555094 0.0030879916035644328 0.0014624504819238382 0.0014128390945984384 0.0047621949625877803 0.0020647598986726972 0.01606795181352411
leaf_count=89 23 18 162 110 156 50 249 27 180 158 31 20 29 32 65 48 61 34 56 91 39 29 67 49 25 67 37 106 62 951
internal_value=0 -6.43025e-05 -8.60364e-05 -6.18219e-05 -8.93016e-05 -6.71817e-05 -4.73095e-05 -2.50839e-05 -5.02134e-05 -1.8236e-05 -6.44794e-05 -4.11929e-05 -1.33042e-05 -4.65548e-05 -7.10757e-05 -4.31837e-05 1.99203e-05 5.83112e-05 0.00010052 -0.000328803 -2.31657e-08 0.000180227 0.000235325 -0.000443502 -0.000435 -0.000177962 0.000174713 0.000129654 0.000202732 8.71282e-05
internal_weight=0 0.0690148 0.0678003 0.0662903 0.0641361 0.0628245 0.0616911 0.0603553 0.0590729 0.0569492 0.0524148 0.051301 0.0497963 0.0480706 0.0468994 0.0456896 0.0393518 0.0376282 0.0357731 0.00560159 0.0038809 0.0301715 0.0280042 0.00265686 0.00633781 0.00455044 0.0259149 0.024502 0.0228949 0.0181327
internal_count=3121 3098 3009 2991 2881 2725 2563 2513 2486 2237 2079 2048 2028 1999 1967 1902 1762 1701 1521 235 144 1286 1252 105 140 92 1223 1186 1119 1013
is_linear=0
shrinkage=0.00114875


Tree=1039
num_leaves=22
num_cat=0
split_feature=3 39 47 50 48 1 4 151 15 0 0 43 16 43 52 4 13 49 15 13 12
split_gain=0.00018714 0.000265082 0.00036585 0.00041038 0.000240204 0.000444042 0.000659272 0.000313962 0.000639461 0.000219754 0.000379286 0.000543888 0.0003399 0.00032997 0.000319587 0.000430606 0.00030486 0.00018736 0.000383061 0.000185672 0.000282122
threshold=0.30112000000000005 0.13507500000000003 0.13148500000000005 0.10124500000000002 0.11951500000000001 0.111945 0.09173000000000002 0.086470000000000005 0.095175000000000023 -0.077999999999999986 -0.11437499999999999 -0.085594999999999991 -0.056919999999999991 -0.072534999999999988 0.11434500000000002 -0.49405499999999997 -0.084319999999999992 -0.069799999999999987 -0.095869999999999983 -0.088464999999999988 0.051320000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 7 -7 8 9 10 13 -12 16 -1 15 -11 -13 -15 -19 -17 -21
right_child=-2 -3 -4 -5 -6 6 -8 -9 -10 14 11 12 -14 17 -16 19 -18 18 -20 20 -22
leaf_value=0.0025826388165194839 0.0017366984181087337 0.0019462635082720505 -0.0023802232637092154 -0.0026337864773787918 -0.0018343201343520915 -0.00092655704264247045 0.0032803753199452811 0.0020788092697343382 -0.0034724127385824498 -0.00087413233634258097 -0.0040191061918942259 -0.0014293084492666935 -0.0026708056030202657 -0.0015573509398595321 -0.0013797943469220763 0.0033614610842623372 0.0012869210346389051 -0.0010496089382612611 0.0019363821268332444 0.0029574115040740235 0.00022115134795012552
leaf_weight=0.0010225426734695731 0.0010653912503157939 0.0011216786293939398 0.0013259694039646766 0.0010962820828943612 0.0011818154567500008 0.0010951549918232209 0.0018356562947230426 0.0011646556382345344 0.0010488723626451693 0.0015842605835016954 0.0010352948287075635 0.001299870545937048 0.0010396025085221538 0.001214638576385596 0.0012532705622589901 0.0010088337638514133 0.0018349695026767514 0.0016017431854393749 0.0015631639271234043 0.0011000501699323156 0.0018790729933160222
leaf_count=81 132 37 54 341 45 86 164 73 302 113 257 211 283 33 31 30 358 63 67 83 277
internal_value=0 -9.65119e-05 -0.000184015 -6.68739e-05 5.15457e-05 0.000150243 0.00170837 -8.21434e-05 -0.000218286 -2.25474e-05 -0.00040889 -0.00123499 -0.000544511 0.000387798 0.000578114 0.00101847 0.000160629 -0.000124657 0.000425187 0.00177033 0.00123152
internal_weight=0 0.0273074 0.0261857 0.0248598 0.0237635 0.0225817 0.00293081 0.0196508 0.0184862 0.0174373 0.0106118 0.00520974 0.00417444 0.00540209 0.00682549 0.00557222 0.00313484 0.00437955 0.00316491 0.00398796 0.00297912
internal_count=3121 2989 2952 2898 2557 2512 250 2262 2189 1887 1353 1109 852 244 534 503 569 163 130 390 360
is_linear=0
shrinkage=0.00429114


Tree=1040
num_leaves=21
num_cat=0
split_feature=124 42 159 0 16 43 12 0 42 15 4 157 1 43 0 49 3 2 48 12
split_gain=0.000161152 0.000252083 0.000231169 0.000275073 0.000388057 0.000612264 0.000339619 0.000309051 0.000493507 0.000514986 0.000258691 0.000556426 0.000248719 0.000233546 0.000269297 0.000304018 0.000393754 0.000416262 0.000295281 0.000193533
threshold=0.11040000000000001 -0.11051499999999999 -0.032739999999999991 -0.077999999999999986 0.15891500000000003 -0.17390999999999998 0.10345000000000001 -0.10011499999999998 0.083995000000000014 0.083935000000000023 -0.033174999999999989 -0.056799999999999996 0.10312500000000001 -0.04890499999999999 -0.10224499999999999 -0.0090649999999999984 0.048265000000000009 0.11215000000000001 0.086035000000000014 0.091545000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 7 12 -6 -7 10 -9 -10 -4 -12 19 -13 15 18 -17 -18 -15 -5
right_child=-2 2 3 4 5 6 -8 8 9 -11 11 13 -14 14 -16 16 17 -19 -20 -21
leaf_value=-0.0019908347038294439 0.0014929778666846144 -0.0014216370068469929 -0.0017651249574976288 0.0018719660165735607 0.0024672933314446267 -0.0022194633333028359 0.00071537529675379816 -0.0034383634461298061 -0.0024961244882046054 0.0011964106425022441 0.003141676844295825 0.001405117431276338 0.003012633722949758 0.0018589636730118875 0.0016667862893554022 -0.003353910530047959 0.0014605121026792752 -0.0021209822415860641 -0.00074191408970203181 -0.00024000954948858518
leaf_weight=0.0011358830754040197 0.0011412889114739136 0.0018187352729550623 0.0011177763369651936 0.0015862757924836081 0.0010604859848513115 0.0019084655886381086 0.0010342724458900499 0.0011922594622864038 0.0010569992158352415 0.0016385887498552298 0.0010682310291265677 0.0016420242141830261 0.0013725643094610884 0.0012566927946586776 0.0010123236738657157 0.001212693410575838 0.0010456755836285581 0.0011694650439295629 0.0018151210103276583 0.0013804554298149085
leaf_count=169 30 398 78 92 19 270 45 541 324 253 45 106 207 58 23 84 34 52 55 238
internal_value=0 -8.9874e-05 -4.82688e-06 0.000104497 0.000706479 -0.00021966 -0.00118797 -0.000225297 -0.0012288 -0.000251513 0.000118749 0.000324746 0.00156089 -3.97766e-06 -0.000311988 -0.000620184 -0.00146462 -0.000430308 0.000322117 0.000889239
internal_weight=0 0.026525 0.0253891 0.0235704 0.00834252 0.00400322 0.00294274 0.0152279 0.00388785 0.00269559 0.01134 0.0102222 0.0043393 0.009154 0.00751197 0.00649965 0.00342783 0.00221514 0.00307181 0.00296673
internal_count=3121 3091 2922 2524 871 334 315 1653 1118 577 535 457 537 412 306 283 170 86 113 330
is_linear=0
shrinkage=0.00412451


Tree=1041
num_leaves=21
num_cat=0
split_feature=147 11 1374 48 0 42 0 151 0 16 12 13 2 49 12 1 15 15 12 49
split_gain=0.000171479 0.000244457 0.000237897 0.00029317 0.000313016 0.000382812 0.000333202 0.000306067 0.000262523 0.000252279 0.000371046 0.000249797 0.000246162 0.000282446 0.00020227 0.000198839 0.000274212 0.000271733 0.00019344 0.000162079
threshold=0.089025000000000007 0.081790000000000015 -0.094929999999999987 0.016865000000000002 -0.077999999999999986 0.10194000000000002 -0.083914999999999976 -0.00099499999999999979 -0.08824499999999999 0.15891500000000003 0.085885000000000017 -0.010384999999999998 0.11215000000000001 -0.078034999999999979 0.10016000000000001 0.111945 -0.10324499999999999 0.040760000000000005 0.051320000000000005 -0.0062499999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 6 9 7 -4 15 10 -6 19 13 -13 18 16 -9 -18 -11 -5
right_child=-2 -3 3 11 5 -7 -8 8 -10 14 -12 12 -14 -15 -16 -17 17 -19 -20 -21
leaf_value=-0.0018914720564532526 0.0013919595218188931 -0.0015574956957965379 -0.0024797851402908796 0.0029355612585534275 0.003474235216459762 -0.0019047444559480294 -0.0027701210584222058 -0.0025542405422269128 0.0017840269433717357 0.00051976822636105998 0.00043173350892228426 -0.0006526713634681994 -0.0012417579473653849 0.0018610569660353438 0.0013511266685936327 0.00095876438320521287 0.00073437826731551894 -0.0016275966827584128 -0.0018036866657964426 0.00080628469965714851
leaf_weight=0.0010290897444278349 0.0013321574758062829 0.0017441814512793022 0.0010161437015248067 0.0011728297116571085 0.0011420188508006772 0.0010019490280233079 0.0011207344527774952 0.0011395306169532616 0.0010261240698620231 0.00119583497603859 0.0015381514157146725 0.0012128360684613426 0.0012952008036402063 0.001839219723543172 0.0013394300298325001 0.0012903089178508687 0.0019084595221701139 0.0013667687221541325 0.0011487043779825346 0.00116530957325367
leaf_count=51 124 172 128 125 109 207 492 71 322 63 222 80 64 111 47 86 200 152 127 168
internal_value=0 -9.59504e-05 1.04941e-05 9.58925e-05 -0.000197587 0.000418492 -0.000709321 -0.000411204 -9.893e-05 0.000784255 0.00172814 0.000808549 0.000235317 0.000862143 9.75562e-05 -0.000437602 -0.000845721 -0.000251285 -0.000618606 0.00187435
internal_weight=0 0.0256928 0.0239486 0.0229196 0.0162342 0.00736609 0.00886807 0.00774734 0.00673119 0.00636414 0.00268017 0.0066854 0.00434726 0.00305206 0.00368397 0.00570507 0.00441476 0.00327523 0.00234454 0.00233814
internal_count=3121 2997 2825 2774 2226 775 1451 959 831 568 331 548 255 191 237 509 423 352 190 293
is_linear=0
shrinkage=0.00404364


Tree=1042
num_leaves=22
num_cat=0
split_feature=1 13 43 131 13 16 16 12 16 49 2 40 1 133 1 48 47 4 3 2 1
split_gain=0.000157201 0.000246727 0.000264094 0.000318583 0.000266953 0.000320563 0.000292675 0.000214844 0.000574246 0.000313858 0.000199985 0.000208076 0.000395073 0.000159605 0.000162147 0.000232508 0.000275493 0.000173614 0.000133515 0.000165447 8.78504e-05
threshold=0.10752500000000002 0.19762500000000002 -0.17390999999999998 0.081165000000000001 -0.42195999999999995 0.15891500000000003 0.0065250000000000004 0.090020000000000017 -0.29154999999999992 -0.083094999999999988 0.13754500000000003 0.051255000000000002 0.13210500000000003 0.083950000000000011 1.0000000180025095e-35 0.086260000000000017 0.07813500000000001 -0.017809999999999996 0.11924500000000002 0.11144000000000001 0.11588000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 -4 6 7 9 -9 -6 11 12 18 14 -11 16 17 -16 19 20 -2
right_child=10 -3 3 -5 5 -7 -8 8 -10 13 -12 -13 -14 -15 15 -17 -18 -19 -20 -21 -22
leaf_value=0.0017477399222695473 -0.00076735754751644102 -0.0021679609219874296 0.001589162743968441 -0.0022929612720020494 -0.0021637522144028684 -0.0023585904428098333 0.001692543453825736 0.00058112721902461438 -0.0037862748390599149 -0.0013869619756976281 0.0018178940591190684 0.0019038689125431456 -0.0025363581073280014 0.0016183166078427437 0.0005839395280340258 -0.001060811062422902 -0.00075346290936132907 0.002981140732377117 -0.00070717750632789597 0.002126333210180055 0.00091147247704285203
leaf_weight=0.0012457144065685091 0.0010156517904258422 0.0011056316676403269 0.0015052359548235446 0.0012606395564180852 0.0010462440283380871 0.001195074877561376 0.001458018078089319 0.0011130811970703203 0.0010221501679237308 0.0011836471367249191 0.0015512092775447073 0.0010148678563139946 0.0010217050116336779 0.0013297137049624874 0.0010096582350627159 0.0014204461485292086 0.0010776671437042751 0.001136711558139325 0.0014836962229765049 0.0011217165195311907 0.0012075771569630689
leaf_count=66 77 103 24 351 93 305 142 40 454 405 159 34 97 316 97 42 26 67 57 88 78
internal_value=0 -0.000242228 -0.000117014 -0.000264425 -8.80341e-05 -0.000282346 -7.20213e-05 -0.000320855 -0.00150958 -1.14723e-05 0.000453626 0.000145367 -0.000159683 0.000303121 3.05341e-06 0.000357299 0.00098209 0.00185349 0.000343205 0.000809116 0.000144522
internal_weight=0 0.0181096 0.017004 0.0157583 0.0144976 0.0129924 0.0117973 0.0103393 0.00213523 0.00820409 0.00841642 0.00686521 0.00585035 0.00715784 0.00582813 0.00464448 0.00322404 0.00214637 0.00482864 0.00334495 0.00222323
internal_count=3121 2531 2428 2362 2011 1987 1682 1540 494 1046 590 431 397 953 637 232 190 164 300 243 155
is_linear=0
shrinkage=0.004207


Tree=1043
num_leaves=20
num_cat=0
split_feature=41 2 124 123 12 484 12 3 3 4 457 160 1 133 151 16 16 1 3
split_gain=0.000161325 0.000190789 0.000198141 0.000198595 0.000239808 0.000228439 0.000238006 0.000279486 0.000243088 0.00032851 0.000322184 0.000254568 0.000197847 0.000142901 0.000164348 0.000175382 0.00023146 0.00018699 6.78002e-05
threshold=0.078475000000000017 -0.0091949999999999983 0.08919500000000001 1.0000000180025095e-35 -1.0000000180025095e-35 -0.0068949999999999992 0.11650500000000001 0.149315 -0.10023499999999998 -0.084369999999999987 -0.0029299999999999994 -0.030779999999999998 0.077845000000000011 -1.0000000180025095e-35 -0.044604999999999992 -0.082779999999999979 -1.0000000180025095e-35 0.090475000000000014 -0.13309499999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 -6 7 8 12 -10 -11 -12 18 -13 -15 17 -17 -16 -7
right_child=-2 2 -4 -5 5 6 -8 -9 9 10 11 13 -14 14 15 16 -18 -19 -20
leaf_value=0.0014854935457091988 -0.0012909217748210229 -0.001997088494199772 0.0016740735211203334 0.0013211731868796545 -0.0018328488159966665 -0.00057740436644976214 -0.0019708024350996254 0.0020787159152956696 -0.0021194161957153877 -0.0021037347110906303 -0.0014297797268447098 -0.0006037803235080379 0.0021842532510718778 -0.00051028534887691366 0.00094639353027389502 -0.00097752254923942172 0.0017243334721092625 0.0032591979135487403 0.00089386326117680322
leaf_weight=0.0015683501002914371 0.0016556990109446437 0.0012785799476784368 0.0011450950817173391 0.001566519258439091 0.0012760788832973926 0.0011120382638267756 0.0010109955917635407 0.001209659538549345 0.0015502155208676977 0.001183660551691724 0.0013821674896490358 0.001557091940068314 0.0013815788875612967 0.0012845982446165775 0.0014301179698330514 0.00115914079612089 0.0010878149654197236 0.0010904791920580692 0.0011054254043063533
leaf_count=158 148 93 45 160 464 38 98 66 278 119 333 418 140 68 91 177 134 26 67
internal_value=0 6.61448e-05 -3.14401e-05 -0.00012158 -0.000234024 -0.000114253 1.07433e-05 0.000131908 -2.17677e-05 -0.000315327 -4.0466e-05 0.00023115 0.000934616 0.000532846 0.000825277 0.00118514 0.000330523 0.00194698 0.000156036
internal_weight=0 0.0243796 0.0228113 0.0216662 0.0200996 0.0188211 0.017545 0.016534 0.0153243 0.0117253 0.0101751 0.00899141 0.00359904 0.00760924 0.00605215 0.00476755 0.00224696 0.0025206 0.00221746
internal_count=3121 2973 2815 2770 2610 2517 2053 1955 1889 1644 1366 1247 245 914 496 428 311 117 105
is_linear=0
shrinkage=0.004207


Tree=1044
num_leaves=18
num_cat=0
split_feature=2 403 52 43 15 159 16 160 4 13 52 160 1 15 13 16 0
split_gain=0.000148273 0.000238904 0.000245946 0.000459253 0.000261169 0.000234433 0.000202977 0.000340615 0.000231491 0.000198162 0.000308455 0.000180617 0.000196035 0.000275996 0.000182006 0.00014738 0.000341109
threshold=0.10276500000000001 -1.0000000180025095e-35 -0.088204999999999992 -0.074359999999999996 -0.11713499999999999 0.086110000000000006 0.19444000000000003 -0.090764999999999985 0.16173500000000005 0.021350000000000004 0.0031350000000000002 0.083670000000000008 0.12040000000000002 -0.14147499999999996 -0.0044799999999999987 -0.056919999999999991 -0.10224499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 -4 11 7 -6 9 10 15 12 13 -2 -15 16 -9
right_child=5 2 4 -5 6 -7 -8 8 -10 -11 -12 -13 -14 14 -16 -17 -18
leaf_value=-0.002036539909699475 0.0012189918736550686 2.7078648711948197e-05 -0.001725427747833242 -0.0035320660726861903 -0.0021984364739268897 0.0020215807474406127 0.002137343484703993 -0.0011584083721651647 0.0019990283378807433 -0.0015219705562048995 0.0018695014956307365 0.0014787982553264303 0.0010560922807409468 -0.0022418135036411753 -0.00029494950344275805 -0.0013294032387422561 0.0017591625249174445
leaf_weight=0.0012894897841965172 0.0011137163257153313 0.0018894756117494582 0.0012225396962446391 0.0010323218321665042 0.0010021204934433951 0.0014176106557973753 0.0010740194905878306 0.0014274664927675929 0.0014656640302170842 0.0011296891627692318 0.0019091487588207556 0.0014739037249440479 0.0017059888067318951 0.0017014784689031179 0.0018408854848728212 0.0014274323453784534 0.0015275096415019477
leaf_count=675 60 257 175 128 245 172 38 43 51 91 234 78 123 181 203 215 152
internal_value=0 -0.000263617 -0.000112289 -0.00123043 0.000155813 0.000415768 0.000365598 0.000173174 0.000440606 0.000132824 0.000429953 0.00012526 -0.000188315 -0.000644266 -0.00123007 -0.000197171 0.000349765
internal_weight=0 0.0163969 0.0151074 0.0029218 0.0121856 0.00925358 0.0109631 0.00988903 0.00888691 0.00742125 0.00629156 0.00783597 0.00636207 0.00465608 0.00354236 0.00438241 0.00295498
internal_count=3121 2304 1629 385 1244 817 1069 1031 786 735 644 645 567 444 384 410 195
is_linear=0
shrinkage=0.00429114


Tree=1045
num_leaves=31
num_cat=0
split_feature=39 9 42 401 156 133 1456 2 160 41 3 1 1374 453 13 13 12 2 52 2 2 3 4 13 0 50 4 2 52 48
split_gain=0.00146911 0.00119579 0.00100739 0.000998974 0.00100416 0.000753535 0.000783734 0.000772568 0.00111284 0.000838127 0.000984681 0.000970125 0.000825029 0.000790182 0.000731281 0.00106608 0.00104916 0.00086875 0.000852347 0.000931802 0.000869584 0.000797622 0.000776764 0.00073077 0.000711876 0.000993148 0.000770314 0.000935142 0.000474118 0.000548283
threshold=0.16946000000000003 -0.036024999999999995 -0.26584999999999998 0.10076500000000001 -1.0000000180025095e-35 0.18829500000000002 -1.0000000180025095e-35 0.088225000000000012 0.083670000000000008 0.079885000000000025 -0.12711499999999995 0.13075500000000004 0.10637000000000001 0.089960000000000026 -0.53104499999999988 -0.43167499999999998 0.092355000000000007 0.11448000000000001 0.15915500000000002 0.11215000000000001 0.10912000000000001 0.12745000000000004 -0.46376499999999993 0.10820000000000002 -0.10607499999999999 0.10030500000000002 -0.083854999999999985 -0.0091949999999999983 0.084735000000000019 0.090390000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 -4 6 -6 8 9 10 -8 24 13 14 -9 -16 17 18 19 20 22 -19 -17 -18 -12 26 -26 -28 29 -24
right_child=-2 2 3 -5 5 -7 7 12 -10 -11 11 -13 -14 -15 15 16 23 21 -20 -21 -22 -23 28 -25 25 -27 27 -29 -30 -31
leaf_value=0.0014005462837319009 0.0014008654245232929 -0.0014005907554427985 -0.00140039898274086 -0.0013229199787609493 -0.00079704995921600391 -0.00086098112874893808 0.00090017179399231575 -0.00054903668427222236 -0.0012913347170268657 -0.0011356609427480573 0.0002844656868251313 0.0010621720305696439 -0.001059857720179399 -0.00095718703948688519 0.0011744357374841104 -0.00074371603007019043 -0.00075989070272395503 0.0013157414313734962 -0.00091425166727823282 -0.00054148289177329576 0.0012877213956078311 0.00022476596323100787 -1.6752044249578561e-05 0.00049184947853739736 0.00017312785865017315 0.00061874709777723065 -8.7038670760378301e-05 -0.001400480128907169 0.00092430480022127708 0.00067607078601328709
leaf_weight=0.0010928114062096475 0.0013975376608073012 0.0011076649413919162 0.0010248219497461788 0.0011896312564365621 0.0021664535749628113 0.0019337195292630218 0.0021713222177623922 0.0020742148025121301 0.0016028532541874077 0.001317724678088438 0.003354259310576424 0.0012197673113050209 0.0010205175951227821 0.0010869095742691562 0.0025653168968631226 0.0013038474963558014 0.0031349544568146639 0.003042100280588044 0.0012451287568939753 0.0023248331353613585 0.0019337075749490404 0.0023133677660069907 0.005844544656831388 0.0012912339611226287 0.0014664368743195766 0.0013161722235839335 0.0015572431451147395 0.0033486920776368868 0.0025951000689872225 0.0036315656786598538
leaf_count=89 23 18 162 163 248 283 49 29 102 34 44 24 21 29 34 46 302 133 75 31 25 64 223 40 203 78 22 427 42 58
internal_value=0 -5.11436e-05 -7.75032e-05 -5.26957e-05 -2.65913e-05 -1.83121e-06 2.84147e-05 6.23091e-05 -0.000179725 -6.66096e-05 3.09881e-05 -0.000122917 0.000180939 0.000217763 0.000256113 0.000309597 0.000232187 0.000346688 0.000205476 0.000284541 0.000409983 0.00084448 0.000283084 -0.000394726 -0.00025382 -0.000488657 -0.000717384 -0.000983567 0.000393991 0.000248761
internal_weight=0 0.0612769 0.0601841 0.0590764 0.0578868 0.056862 0.0549283 0.0527618 0.0173545 0.0157516 0.0144339 0.0122626 0.0354073 0.0343868 0.0332999 0.0312257 0.0286604 0.0242342 0.0188787 0.0176336 0.0153088 0.00535547 0.0133751 0.00442619 0.0110428 0.00768854 0.00637237 0.00490594 0.0120712 0.00947611
internal_count=3121 3098 3009 2991 2828 2666 2383 2135 983 881 847 798 1152 1131 1102 1073 1039 697 500 425 394 197 369 342 774 730 652 449 323 281
is_linear=0
shrinkage=0.00140032


Tree=1046
num_leaves=20
num_cat=0
split_feature=2 401 52 52 133 48 2 13 16 1 15 484 12 13 2 1 2 4 1
split_gain=0.000143587 0.000155668 0.000166869 0.000330474 0.00027555 0.000217242 0.000209259 0.000169025 0.000244433 0.000192293 0.000240853 0.000323833 0.000242541 0.000310461 0.000256859 0.000232597 0.000282803 0.000177057 0.000299428
threshold=0.14753000000000002 0.085410000000000014 0.19022000000000003 0.13140000000000004 -0.11008499999999999 0.12879500000000002 0.090790000000000023 0.19762500000000002 0.23311500000000004 0.10374500000000002 0.088235000000000022 0.085515000000000022 0.084100000000000022 -0.081659999999999996 0.092120000000000021 0.11181500000000001 0.092235000000000025 0.0061450000000000003 0.086560000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 7 -4 9 -9 10 11 12 13 -6 -14 -11 -17 18 -15
right_child=-2 -3 6 -5 5 -7 -8 8 -10 15 -12 -13 14 17 -16 16 -18 -19 -20
leaf_value=-0.0016889472403421256 0.0012084529132157049 -0.0013503503196108937 0.00015280961743592553 0.0019640942660438176 0.0016902598269337074 -0.0013850025532567488 -0.0020296216869146338 -0.0017473995755038006 0.0004985258362065905 0.0017574399343160904 0.0011292809171820669 0.0012985056273703284 -0.0022573007634008723 0.00022719905916546184 -0.00029923906719776978 0.0015160882192993825 -0.00074213419204324706 0.00034989097065666621 -0.0023107924365765716
leaf_weight=0.0010684681414589994 0.0010549831914170573 0.0010353819167805414 0.0010027769612306328 0.0010125510667480233 0.0010236379772463611 0.0010997495087252665 0.0010091345345879521 0.0012006771575236988 0.0010312507830150253 0.0019478731754798409 0.0019742075633352183 0.0014623408578011707 0.0013883179705367343 0.0010435139986619824 0.0017137410833547584 0.0010988787601398098 0.0015035704057746457 0.0019193092792466615 0.0010860322170813674
leaf_count=246 142 254 163 45 129 45 168 81 18 153 325 173 500 65 218 143 113 64 76
internal_value=0 -6.62723e-05 -9.90368e-06 7.70061e-05 -1.59232e-05 7.57796e-05 -0.000941854 0.000163121 -0.000709681 0.000283657 5.26114e-05 -0.000167954 -0.000430289 2.54813e-05 -0.00117556 0.000873216 0.000211396 -0.000395411 -0.00106713
internal_weight=0 0.0246214 0.023586 0.0215741 0.0205616 0.0194931 0.00201191 0.0183934 0.00223193 0.0161614 0.0116111 0.00963689 0.00817455 0.00507249 0.00310206 0.00455032 0.00260245 0.00404886 0.00212955
internal_count=3121 2979 2725 2394 2349 2103 331 2058 99 1959 1550 1225 1052 334 718 409 256 205 141
is_linear=0
shrinkage=0.00338353


Tree=1047
num_leaves=31
num_cat=0
split_feature=31 39 156 151 1348 4 42 11 14 150 1456 3 1213 48 40 3 133 52 52 16 12 15 0 0 49 4 13 2 52 12
split_gain=0.00115582 0.00111722 0.000951971 0.000839203 0.00118197 0.00102099 0.00103596 0.000988359 0.000873191 0.000732337 0.00124167 0.000773335 0.00108826 0.000990554 0.000933388 0.00116454 0.000724976 0.0007018 0.00108216 0.000665313 0.000844221 0.000640311 0.0011772 0.00161259 0.000778173 0.000631805 0.000843451 0.000637848 0.000621985 0.000641666
threshold=-1.0000000180025095e-35 0.16946000000000003 -1.0000000180025095e-35 -0.5145249999999999 0.090205000000000021 0.27834500000000006 -0.11051499999999999 0.081790000000000015 0.076175000000000007 -0.22665999999999997 -1.0000000180025095e-35 -0.11255999999999998 -1.0000000180025095e-35 -0.09386499999999999 0.097265000000000018 0.30112000000000005 0.024320000000000005 0.19022000000000003 0.13796000000000003 -0.54165499999999989 -1.0000000180025095e-35 -0.095869999999999983 -0.10011499999999998 -0.084269999999999984 -0.076864999999999975 -0.51843499999999987 -0.090639999999999984 0.089005000000000015 0.083680000000000018 0.10097500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 5 6 -5 8 9 -8 -11 16 -13 -14 15 17 -12 18 21 -7 -21 -15 24 -24 -23 -25 -27 28 29 -28
right_child=1 -3 3 4 -6 19 7 -9 -10 10 11 12 13 14 -16 -17 -18 -19 -20 20 -22 22 23 25 -26 26 27 -29 -30 -31
leaf_value=0.0013461693617111972 -0.0013460114539522938 0.0013462947324599604 -0.0012392287008789126 -0.0010167201822933877 0.0013344953657141701 0.0013460870730379912 0.0010977677869901704 -0.0013460095788489479 -0.0010769021141775203 -0.0013460575881693955 0.00072452409041657445 -0.0013460007786667374 -0.0013461577434873916 -0.00040507548043514682 -0.0011900993757411908 0.001346014539283531 -0.00029282502990156953 -0.00079728285049798342 0.0010660731680480293 0.0013280638743119692 -3.401574979170811e-05 -8.6216140799826648e-05 -0.0013460139509869754 -0.00093144441580080678 0.00088910450032550579 0.0007963957766023756 -0.00077596239747771897 -0.00054431448691983058 0.00088890872681509346 0.00063545156856925676
leaf_weight=0.0010821881567251159 0.0010605289885110549 0.0010086246073441876 0.0010698650310843041 0.0022866104947043544 0.0011173862584996632 0.0011922863009701246 0.0010349086564929158 0.0011032003806263893 0.0014666796754383418 0.0012941544987659084 0.0043989388600493692 0.0011992232236353031 0.0010192092249852172 0.0060279532466083119 0.0011461510588333104 0.0012011147319554985 0.0017833590719220638 0.0018996180788608532 0.0017712679706392001 0.0010245757442870485 0.0042179129932193851 0.0022432751503131954 0.0017398802195729259 0.0010746689014133727 0.0043666541668159016 0.0027015584414584737 0.0013765484352497755 0.0031146137214781433 0.0016917898468165049 0.0010128700811213864
leaf_count=86 163 21 50 159 33 40 13 91 63 210 50 399 23 194 17 58 24 185 16 111 114 43 297 15 51 26 202 282 64 21
internal_value=0 -5.7805e-05 -8.28101e-05 -5.87052e-05 -3.55336e-05 -6.42071e-05 -0.000133111 -8.78771e-05 -5.60169e-05 -2.04494e-05 -4.86318e-05 -6.41095e-06 -8.69364e-05 -4.03161e-05 2.11336e-06 4.73276e-05 0.000431057 -6.42275e-06 4.89708e-05 0.000438578 0.000232185 -2.20972e-05 9.73827e-05 -0.000142181 0.000558101 4.87159e-05 0.000155143 -8.56056e-05 0.000264463 -0.000177667
internal_weight=0 0.0576454 0.0566368 0.0555763 0.0545064 0.053389 0.0469542 0.0446676 0.0435644 0.0420978 0.0410628 0.0397687 0.0335864 0.0323872 0.031368 0.0302218 0.0061823 0.0290207 0.0271211 0.00643478 0.00524249 0.0253498 0.0193219 0.0127119 0.00660993 0.010972 0.00989738 0.00719582 0.00408121 0.00238942
internal_count=3121 3035 3014 2851 2801 2768 2503 2344 2253 2190 2177 1967 1893 1494 1471 1454 74 1396 1211 265 225 1195 1001 907 94 610 595 569 287 223
is_linear=0
shrinkage=0.00134594


Tree=1048
num_leaves=20
num_cat=0
split_feature=150 1 151 484 41 474 156 1 0 4 133 42 42 49 12 52 1 49 13
split_gain=0.000143589 0.000339869 0.000432979 0.000258433 0.000238343 0.000236534 0.000413776 0.000221531 0.000173403 0.000265367 0.000160207 0.000208194 0.000399135 0.000260271 0.000186603 0.000221037 0.000170354 0.000158146 1.17766e-05
threshold=0.083095000000000016 0.08592000000000001 -0.055494999999999996 -0.0068949999999999992 0.078475000000000017 0.084660000000000027 0.083840000000000012 0.13146500000000003 0.041630000000000007 -0.49405499999999997 -0.0061299999999999992 0.093775000000000011 0.088200000000000014 -0.0020949999999999996 0.094835000000000017 0.077655000000000016 0.094825000000000007 -0.066019999999999981 0.01128
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 -1 5 6 7 8 10 -10 -5 12 13 -12 15 16 -15 -4 -9
right_child=1 2 17 4 -6 -7 -8 18 9 -11 11 -13 -14 14 -16 -17 -18 -19 -20
leaf_value=-0.0018113584366699427 -0.0012894338076519642 0.0027218357846950756 -0.0010190142513228006 -0.001300985357530084 -0.0016225963350091934 0.0014895071317854304 -0.0023616024528195201 0.0015531518857371958 -0.00035507747925119448 0.0018546906270134234 -0.0018414330323176151 -0.0016967448142024401 0.0021725189460565322 -0.0016203889047545117 0.0016009657857177998 0.0011844195416831228 0.00022168374617239847 0.0010256886737202995 0.00097410119062071355
leaf_weight=0.0012795962524911322 0.0010900809109453116 0.0014858924982625865 0.0010404060682205341 0.0019617338830734141 0.0012965423978981141 0.0015551507035216341 0.0010656238437921064 0.0010188919428089074 0.0016546047801675456 0.0015083033118408204 0.0012074061962792388 0.001032456337490828 0.0011700610870755135 0.0016123536471925864 0.0010009541242803621 0.0011468622151666885 0.0013303676435079126 0.0011632995078239006 0.001020916927726212
leaf_count=475 132 181 47 604 110 185 170 123 56 45 74 235 117 124 136 152 67 54 34
internal_value=0 0.000579906 0.0011322 -0.000152292 -4.38807e-05 6.80577e-05 -6.407e-05 9.22223e-05 -8.31052e-05 0.0006987 -0.000319459 -9.29423e-05 0.000128784 -0.00025091 0.00012634 -0.000234585 -0.000787611 6.03504e-05 0.00126334
internal_weight=0 0.00477968 0.0036896 0.0208618 0.0195822 0.0182857 0.0167305 0.0156649 0.0136251 0.00316291 0.0104622 0.00850046 0.007468 0.00629794 0.00509054 0.00408958 0.00294272 0.00220371 0.00203981
internal_count=3121 414 282 2707 2232 2122 1937 1767 1610 101 1509 905 670 553 479 343 191 101 157
is_linear=0
shrinkage=0.00381041


Tree=1049
num_leaves=19
num_cat=0
split_feature=52 1 132 0 3 15 4 39 47 15 0 15 16 48 3 0 43 1
split_gain=0.000155116 0.000197566 0.00031525 0.000281491 0.000318146 0.00030271 0.000264936 0.000212228 0.000263088 0.000296265 0.000510919 0.00027062 0.000278243 0.000263766 0.000228898 0.00014455 9.73723e-05 9.3268e-05
threshold=-0.40306999999999998 0.077565000000000009 0.079970000000000013 -0.059114999999999994 -0.084074999999999997 0.083935000000000023 -0.51843499999999987 0.0046100000000000004 0.096175000000000024 0.035560000000000008 -0.084144999999999984 -0.0088349999999999974 -0.056919999999999991 0.086035000000000014 0.10299500000000002 -0.11756999999999999 0.070450000000000013 0.093575000000000019
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 7 4 -2 -6 -5 8 9 11 -11 12 13 17 -9 -10 -8 -3
right_child=1 2 -4 6 5 -7 16 14 15 10 -12 -13 -14 -15 -16 -17 -18 -19
leaf_value=-0.0011540117965826231 -0.0027252073829771551 0.0024524070405989441 0.0021744963281750762 -0.0012366530414358254 -0.0016972529290350412 0.00074862426137846524 0.00031284824502237924 0.0020238329359014702 -0.0022083251359553743 0.00059211104273096805 -0.00289097468630994 0.0018441036547975737 -0.00097419875245100321 -0.00028770578842370346 -0.00026495746503862525 -0.00032275123615565907 0.0017975580865215827 0.0008904090809903198
leaf_weight=0.0015624190864267353 0.0011983598135523726 0.0010255548335429418 0.0011563376508911807 0.0010535287488124823 0.0013613778659464781 0.0014672063369327581 0.0013328813179640528 0.0015592989503669949 0.0010594643165404705 0.0013319503426587609 0.0010518285214593526 0.0017702553686120828 0.0019552258102848441 0.0018465565368899206 0.0010013782246005576 0.0012215718860213451 0.0011468581396565369 0.0011118296842023145
leaf_count=324 593 28 143 22 415 325 77 244 47 83 232 117 126 73 25 100 39 108
internal_value=0 6.13103e-05 0.00029534 -0.000436801 -0.00111201 -0.000428559 0.000332747 0.000149846 -5.27306e-05 0.000206219 -0.00094478 0.000562111 0.000179995 0.000746446 0.00112878 -0.00119854 0.000999514 0.00163988
internal_weight=0 0.0236515 0.0160913 0.00756021 0.00402694 0.00282858 0.00353327 0.0149349 0.0123742 0.0100932 0.00238378 0.00770942 0.00593917 0.00398394 0.00256068 0.00228104 0.00247974 0.00213738
internal_count=3121 2797 1326 1471 1333 740 138 1183 914 767 315 452 335 209 269 147 116 136
is_linear=0
shrinkage=0.0037357


Tree=1050
num_leaves=19
num_cat=0
split_feature=4 150 48 42 2 48 51 15 15 3 1 3 11 16 0 13 12 133
split_gain=0.000135787 0.000243031 0.000240555 0.000340073 0.000242415 0.000268011 0.0002141 0.000263725 0.00040099 0.00040008 0.000185665 0.000141249 0.000438888 0.000129224 0.000197056 0.000273576 0.000154407 0.000104242
threshold=0.27287000000000006 -0.091259999999999994 0.088965000000000002 0.084635000000000016 0.11215000000000001 0.099240000000000009 0.087505000000000013 -0.016799999999999995 -0.053579999999999996 0.10542000000000001 0.094715000000000008 0.11296500000000002 0.08765000000000002 0.16703000000000004 -0.077999999999999986 -0.012549999999999997 0.092200000000000018 -0.078539999999999985
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 6 4 5 -4 7 8 10 13 -3 12 -2 14 15 17 -16 -9
right_child=11 2 3 -5 -6 -7 -8 9 -10 -11 -12 -13 -14 -15 16 -17 -18 -19
leaf_value=0.0018322759472465544 0.0035140888484662502 -0.0013931281635700984 -0.00065627342883175003 0.0025129854012246387 -0.0013911369800162622 0.0024294020508611978 -0.0024221843024947523 0.0010831202346398752 -0.003251569649774366 0.0018308146933481537 0.00060551376789262168 -0.00029862372706630709 -0.00050203758956269445 -0.0016170222572166968 0.0015480316404507823 -0.002237468708387614 -0.00057458477660098876 -0.00067601093778633069
leaf_weight=0.0010920210840215097 0.0010040347734119317 0.0017975535369784135 0.0010484227601272869 0.0012542977346974293 0.0015098382779745734 0.0010251136798489213 0.0010041487548835279 0.0011124468499117439 0.0012853689548836785 0.0018403276921041831 0.0016337305745430797 0.0013183024344052274 0.0010001859771477939 0.0013170033997327302 0.0016796014558888607 0.0014513898808709014 0.001010859751582327 0.0014020551386241227
leaf_count=62 195 365 75 145 82 83 259 142 141 52 120 116 41 127 104 331 257 424
internal_value=0 -0.000139917 -0.000245633 0.000589953 -8.31704e-05 0.000869221 -0.000505847 -0.000373415 -0.00120731 2.73696e-05 -0.000441519 0.000792308 0.00150988 -0.000388883 -0.000145888 -0.000754012 0.000750522 0.00010225
internal_weight=0 0.0214642 0.0203722 0.00483767 0.00358337 0.00207354 0.0155345 0.0145303 0.00471665 0.00981368 0.00343128 0.00332252 0.00200422 0.00797336 0.00665635 0.00396589 0.00269046 0.0025145
internal_count=3121 2769 2707 385 240 158 2322 2063 626 1437 485 352 236 1385 1258 897 361 566
is_linear=0
shrinkage=0.00429114


Tree=1051
num_leaves=31
num_cat=0
split_feature=39 42 401 151 1456 49 47 47 128 50 4 41 14 13 13 39 52 1374 133 43 52 0 1 51 403 12 2 1 4 3
split_gain=0.00131866 0.00110825 0.000870817 0.000878881 0.000836469 0.000697176 0.00075254 0.000687988 0.000829727 0.000651272 0.000852681 0.000792717 0.000637447 0.000613765 0.000952291 0.000730293 0.00078084 0.000688317 0.000528435 0.000609257 0.00100697 0.000643658 0.0005974 0.000769679 0.000736107 0.000783023 0.000776641 0.00052266 0.000632989 0.000461408
threshold=0.16946000000000003 -0.26584999999999998 0.10076500000000001 -0.5145249999999999 -1.0000000180025095e-35 0.10969000000000002 0.13206500000000002 0.11170500000000001 0.089290000000000022 0.10647500000000001 0.40473500000000007 0.079885000000000025 -0.46885499999999997 -0.53104499999999988 -0.47860499999999995 -1.0000000180025095e-35 -0.40967499999999996 0.086000000000000007 0.18829500000000002 -0.12152999999999999 0.091275000000000009 -0.060129999999999996 0.103565 0.123935 0.085640000000000008 0.084225000000000008 0.089885000000000007 0.086560000000000012 0.0052350000000000009 -0.080734999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 -5 6 7 8 9 10 11 13 -12 -6 -15 -16 -17 18 19 21 22 -18 24 -24 25 27 -27 -21 -29 -22
right_child=-2 2 -4 4 5 -7 -8 -9 -10 -11 12 -13 -14 14 15 16 17 -19 -20 20 29 -23 23 -25 -26 26 -28 28 -30 -31
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leaf_weight=0.0011840667589577683 0.0012382215585233771 0.0010589759857992922 0.0010313476628818199 0.0021054492102616775 0.0017332032353110085 0.0037393192518182508 0.0010440398854143487 0.0015133626644647782 0.0011530446501164518 0.0014217931786548723 0.0010345489003125152 0.0013247218947398656 0.0021820128865304147 0.0013024466878448484 0.0010278787347033349 0.0015230185310954871 0.0013291641194683734 0.0010760062932178007 0.001220738939308851 0.0037929166566534889 0.0014062402342265301 0.0020852610425663434 0.0031563799750884405 0.0011971531912422506 0.0023695447926108679 0.0015305996770642602 0.0018961753180102292 0.0019759598017401458 0.0029700560616561233 0.0032169504692856057
leaf_count=18 23 50 165 286 18 170 21 51 130 211 27 75 192 15 24 166 73 47 200 149 83 18 126 10 84 359 104 65 23 138
internal_value=0 -5.7393e-05 -2.88763e-05 -4.78142e-06 2.0251e-05 5.57973e-05 9.79591e-06 3.64038e-05 4.8533e-06 3.60703e-05 6.77706e-05 9.81739e-06 0.000718809 4.79448e-05 8.80538e-05 4.27228e-05 7.93004e-05 0.000127307 0.000166903 0.0002054 0.00012976 0.000726262 0.000264861 0.000693654 0.000136431 5.3772e-06 -0.000529226 0.00021501 -6.75862e-05 -0.000422218
internal_weight=0 0.0536024 0.0524183 0.051387 0.050328 0.0482225 0.0444832 0.0434392 0.0419258 0.0407728 0.039351 0.0361344 0.00321656 0.0348097 0.0330765 0.031774 0.0307462 0.0292231 0.0281471 0.0269264 0.023512 0.00341443 0.0188888 0.00435353 0.0145353 0.0121657 0.00342677 0.00873893 0.00494602 0.00462319
internal_count=3121 3098 3080 2915 2865 2579 2409 2388 2337 2207 1996 1777 219 1702 1684 1669 1645 1479 1432 1232 1141 91 920 136 784 700 463 237 88 221
is_linear=0
shrinkage=0.00131955


Tree=1052
num_leaves=19
num_cat=0
split_feature=1 15 147 15 13 47 12 1 47 3 2 0 2 16 4 4 4 42
split_gain=0.000136584 0.000266907 0.000213707 0.000256383 0.000421504 0.000264445 0.000306909 0.0002351 0.000223208 0.000185505 0.000310676 0.000258682 0.000143863 0.000132583 0.000231007 0.000115518 0.000173903 5.77625e-05
threshold=0.077565000000000009 -1.0000000180025095e-35 0.089025000000000007 0.035560000000000008 -0.0025349999999999995 0.087235000000000021 -0.015429999999999998 0.086560000000000012 0.09550500000000002 0.090900000000000009 0.11215000000000001 -0.074229999999999977 0.088225000000000012 -0.056919999999999991 0.25615500000000008 -0.51843499999999987 -0.082109999999999975 0.088200000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 5 -5 6 -2 -8 -7 11 -11 -9 -3 14 -10 -14 -17 -18
right_child=2 12 -4 4 -6 8 7 9 13 10 -12 -13 15 -15 -16 16 17 -19
leaf_value=-0.0017683756559346397 0.0026844128800994566 -0.0012443356020057045 0.0018692528247669742 0.00045775482932734947 -0.002777387834769151 -0.0019436651536260275 0.0018298846123142108 -0.0018027999872196386 0.001844723681485056 0.0020516652096025552 -0.00061379567020772459 0.00069487379518405081 -0.00093539682011015732 -0.00084845976534919957 -0.00041859575833104326 0.0014338289764372542 -0.0007740697486209718 0.0004865238325334089
leaf_weight=0.0017585331045823493 0.0010684363928663548 0.0012319545391702436 0.0010673004215684392 0.001274749216372939 0.0011637315847878851 0.0010846338023284829 0.0014383962439126225 0.0014143355473210644 0.0011815452081052058 0.0013779671643519009 0.0012687427806241658 0.0011243161562770627 0.0010117694710309877 0.0016557513525823353 0.0016086410364835046 0.0017932498824753118 0.0011953062194383079 0.0010156329729347213
leaf_count=783 248 449 101 274 103 51 84 112 76 48 61 159 17 110 58 95 125 167
internal_value=0 -0.000430781 0.000186495 7.18165e-05 -0.00108617 0.000285367 0.000751424 0.000439625 -0.000362847 5.39735e-05 0.000773934 -0.000696632 -5.43026e-05 2.28109e-05 0.00053984 0.000237978 0.000534463 -0.000194994
internal_weight=0 0.00800645 0.0167285 0.0156612 0.00243848 0.0132228 0.00769219 0.00662376 0.00553057 0.00518536 0.00264671 0.00253865 0.00624791 0.00444594 0.00279019 0.00501596 0.00400419 0.00221094
internal_count=3121 1636 1485 1384 377 1007 712 464 295 380 109 271 853 244 134 404 387 292
is_linear=0
shrinkage=0.00388662


Tree=1053
num_leaves=31
num_cat=0
split_feature=14 3 1365 124 480 52 3 403 16 52 3 42 0 11 1 1374 150 158 52 48 0 4 42 3 2 16 12 0 1 4
split_gain=0.000645224 0.000583236 0.000623464 0.000527735 0.000707257 0.000526799 0.000501454 0.000520276 0.000479439 0.000878503 0.000522015 0.000472028 0.000456212 0.000454119 0.000627283 0.000424285 0.000510915 0.00068639 0.000486276 0.000650153 0.000300023 0.000292791 0.000473191 0.000391824 0.000454924 0.000369593 0.000406763 0.000312248 0.000277233 0.000272893
threshold=0.076175000000000007 0.30112000000000005 1.0000000180025095e-35 -0.043384999999999993 1.0000000180025095e-35 -0.23798499999999997 -0.10519499999999998 -1.0000000180025095e-35 0.25084500000000004 0.029970000000000007 -0.15956499999999998 -0.025789999999999997 -0.019414999999999998 0.087830000000000005 0.080270000000000022 0.086000000000000007 -0.22665999999999997 1.0000000180025095e-35 0.19022000000000003 0.092475000000000016 -0.053834999999999994 0.076415000000000025 -0.091214999999999977 0.096675000000000011 0.092365000000000017 -0.056919999999999991 0.088365000000000013 -0.10224499999999999 0.111945 -0.012509999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 11 5 12 8 -8 9 10 -7 -1 20 14 -12 16 -9 18 19 21 -5 22 -18 24 25 26 27 -24 -23 -27
right_child=-2 -3 -4 4 -6 6 7 15 -10 -11 13 -13 -14 -15 -16 -17 17 -19 -20 -21 -22 28 23 -25 -26 29 -28 -29 -30 -31
leaf_value=-3.7013575052081216e-05 -0.0010577080915855602 0.00085848859692483868 -0.0011829370178146996 -0.00049528356641771634 -0.0012073249947188553 0.0015164378172394153 -0.001008693042858019 0.0010904939416813797 0.0013361697752056138 -0.00060406753671902167 -0.00015320009031102996 0.0012694761940700212 0.00015436854344573109 -0.00056796272405023208 0.0011410577786494806 -0.00099650886384762766 0.00084604795925476432 -0.0012615002429652055 -0.00071246605251932963 0.00069627761711473662 -0.0015461826358491133 7.469977757882774e-05 -0.00028016833891192187 0.00023128363041663666 -0.0012973706337470799 -0.00024381527527171171 -0.00077523329130115687 0.000671331496124157 0.00099940197603140503 -0.0013605688253218809
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leaf_count=54 101 130 62 167 236 42 612 11 12 71 42 171 83 24 45 52 54 157 209 84 69 56 19 30 100 45 117 95 45 126
internal_value=0 -1.25459e-05 -4.76481e-05 -1.76986e-05 -6.19187e-05 -2.50678e-05 3.71417e-05 -7.33186e-05 0.000350136 0.000221621 0.000539489 0.000650321 -0.000546707 0.000318397 0.000578366 -2.1435e-05 2.14049e-05 -2.77126e-05 3.20928e-05 0.000105705 -0.000922914 -3.06445e-05 -0.000148518 -0.000243627 -0.000424329 -0.000266777 -2.19576e-05 0.000258347 0.000348033 -0.000805604
internal_weight=0 0.0455963 0.04383 0.0427035 0.0400522 0.0388037 0.0346692 0.0256256 0.00904363 0.00800083 0.00577689 0.00265128 0.00413457 0.00471079 0.00364246 0.0242788 0.023257 0.0222355 0.0212075 0.0192994 0.0026907 0.0156794 0.0119574 0.0109137 0.00790563 0.00669706 0.00460482 0.00335601 0.00372204 0.00209223
internal_count=3121 3020 2890 2828 2603 2367 2048 1812 236 224 153 225 319 111 87 1200 1148 1137 980 771 236 687 586 532 502 402 231 114 101 171
is_linear=0
shrinkage=0.00154607


Tree=1054
num_leaves=31
num_cat=0
split_feature=39 9 151 1348 1456 42 14 133 2 1 1374 4 123 13 13 52 12 16 3 13 48 0 50 9 52 453 1 2 4 51
split_gain=0.00159905 0.00133952 0.00117804 0.00133777 0.00126718 0.00117547 0.00100321 0.000847153 0.000802452 0.00109608 0.000924598 0.000905416 0.000794705 0.00112601 0.00131946 0.000775754 0.000721065 0.000894293 0.00102305 0.000714579 0.00067413 0.000742049 0.000866754 0.000898798 0.000901787 0.000645629 0.000771743 0.00102798 0.000562507 0.000426868
threshold=0.16946000000000003 -0.036024999999999995 -0.5145249999999999 0.090205000000000021 -1.0000000180025095e-35 -0.26584999999999998 0.076175000000000007 0.18829500000000002 0.088225000000000012 0.12958500000000003 0.10637000000000001 -0.14098499999999997 0.08592000000000001 -0.53104499999999988 -0.39067499999999994 0.19022000000000003 0.092355000000000007 0.042200000000000008 0.076840000000000006 0.10820000000000002 0.085875000000000021 -0.10607499999999999 0.10030500000000002 0.091600000000000015 0.083680000000000018 1.0000000180025095e-35 0.093575000000000019 0.093175000000000022 -0.49013999999999996 0.123935
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 -4 -6 7 8 9 11 12 -7 13 -10 -15 16 17 25 28 -18 21 -13 23 24 -23 26 27 -16 -19 -28
right_child=-2 2 3 -5 5 6 -8 -9 10 -11 -12 20 -14 14 15 -17 19 18 -20 -21 -22 22 -24 -25 -26 -27 29 -29 -30 -31
leaf_value=0.001195420153655405 0.0011956940787819319 -0.0011233043300093025 -0.00096369943020934335 0.0011869566704751434 -0.0011954129535176208 0.00058661386516280993 -0.00089873607178385731 -0.00076637471533383926 -0.00084934874883113402 0.00071199108374384794 -0.00088664764991522142 0.00017264246668117846 0.00089644569204064652 0.00095557810077858448 0.00051729612347180601 -0.00061334514965621575 -0.00062145610436977589 -0.00030852024387743686 -0.00081722768678416774 0.00043093715505870963 -0.0010791094953100482 -0.0011250424927591038 0.00031446825097061559 0.00034171340325427708 -8.8269255044527535e-05 -0.00037099630845434731 0.0011011983256566718 -0.00051703286889836554 0.00072464899573371634 0.00032304479301770102
leaf_weight=0.0012125960377638014 0.0015122552362640809 0.0014885734867391412 0.0021948707158276895 0.00122928930622379 0.0012252014615903297 0.0016188664083287537 0.0017616158600937118 0.0018947321643825168 0.0015412235770213547 0.0018510791290609055 0.0011674930541687436 0.003866182233196013 0.0021583772873174914 0.0029529119778999293 0.0058074248206940737 0.0019482063180236145 0.0028155844304622582 0.0013263426297953629 0.0020222058797436659 0.001370057208696096 0.0016332346263170363 0.0041959258949351205 0.0016774435813697863 0.0011146049895387478 0.0016774375848465084 0.0013065857561969105 0.0035340618942996116 0.0017972890269319919 0.0017404788034980348 0.0014082065575848901
leaf_count=89 23 50 287 33 17 31 80 281 13 42 21 56 120 71 140 138 307 27 52 37 105 393 104 16 308 21 105 65 72 17
internal_value=0 -4.82932e-05 -7.32929e-05 -4.67277e-05 -7.30533e-05 -3.77752e-05 -1.16006e-05 1.82089e-05 4.76279e-05 -0.000158077 0.0001579 -0.000260117 0.000196335 0.000145233 0.000199922 0.000110938 0.000171948 0.000271146 -0.000157313 -0.000276983 -0.000356888 -0.000262761 -0.000457022 -0.000642216 -0.000828939 0.000428538 0.000511798 0.000272844 0.000277823 0.000879478
internal_weight=0 0.0615381 0.0603255 0.0588369 0.0576076 0.0554128 0.0541876 0.052426 0.0505312 0.0176348 0.0328964 0.0157837 0.031729 0.0295706 0.0280294 0.0250764 0.0231282 0.0189426 0.00508903 0.00418564 0.0141648 0.0125316 0.00866541 0.00698797 0.00587336 0.0138536 0.012547 0.00760471 0.00306682 0.00494227
internal_count=3121 3098 3009 2959 2926 2639 2622 2542 2261 1055 1206 1013 1185 1065 1052 981 843 499 151 344 982 877 821 717 701 348 327 205 99 122
is_linear=0
shrinkage=0.00119516


Tree=1055
num_leaves=19
num_cat=0
split_feature=0 1 15 3 2 150 151 403 4 15 43 0 15 15 2 49 43 133
split_gain=0.000145914 0.00024525 0.000242349 0.000388834 0.000206756 0.000215504 0.000376193 0.000241134 0.000289947 0.000323148 0.000286518 0.000230662 0.000180797 0.000167173 0.000268087 0.00015323 0.000129933 0.000102868
threshold=0.18019500000000002 0.077565000000000009 0.083935000000000023 0.097915000000000016 0.13754500000000003 0.083095000000000016 -0.055494999999999996 0.03138500000000001 -0.021294999999999998 -0.016799999999999995 -0.086909999999999987 -0.08867499999999999 0.035560000000000008 -0.11345499999999999 0.11215000000000001 -0.067649999999999988 -0.083134999999999987 0.083950000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 16 5 7 -7 8 12 10 -10 13 -3 14 -12 -8 -1 -4
right_child=-2 4 17 -5 -6 6 15 -9 9 -11 11 -13 -14 -15 -16 -17 -18 -19
leaf_value=-0.0012234410655654704 0.0012422492863729019 -0.00068533137775227181 -0.00052317255541954339 0.00051316199297951463 0.0015277134073871607 0.0024377698651058114 -0.0011969804468004669 0.0015204029277411343 -0.0022185782273375946 0.0016129303383228951 0.0013794352898673676 0.0013182395919536817 -0.002719569598981559 -0.0013632609561447266 -0.0010695727548357557 0.00087626674833619867 -0.0028327781952342933 0.00095534791215722741
leaf_weight=0.0014567270097125542 0.0012743928034737442 0.0016648974046069584 0.0014078031108656353 0.0012488569349784484 0.0014771402944773184 0.00135675674502167 0.0010186846221529322 0.0010710781227443187 0.0010307085785932202 0.0014505884375921596 0.0012942967712055164 0.0013847177474060057 0.0010248315635565941 0.0017855913416280345 0.0013016929539073629 0.0010522201077103341 0.0014568609899277551 0.0013274825843829774
leaf_count=339 36 228 468 21 158 144 52 87 44 83 72 140 289 78 49 49 544 240
internal_value=0 -8.1147e-05 -0.000686695 -0.00126568 0.000165814 3.54883e-05 0.000878191 -0.000205051 -0.000374023 -1.97274e-05 -0.000368162 -3.74059e-05 -0.00146041 -0.000465833 0.000151443 -0.00014357 -0.00202815 0.00019438
internal_weight=0 0.0238109 0.00689773 0.00416244 0.0169132 0.0154361 0.00342766 0.0120084 0.0109373 0.0082476 0.00679701 0.0057663 0.00268973 0.00438158 0.00259599 0.0020709 0.00291359 0.00273529
internal_count=3121 3085 1612 904 1473 1315 245 1070 983 466 383 339 517 199 121 101 883 708
is_linear=0
shrinkage=0.00381041


Tree=1056
num_leaves=31
num_cat=0
split_feature=39 9 401 375 156 151 4 150 16 158 160 1374 4 376 16 47 14 14 12 3 456 41 1374 457 1429 39 156 403 4 2
split_gain=0.00174061 0.00167101 0.00138789 0.00127573 0.00126121 0.00127591 0.00120359 0.00131182 0.00155788 0.00132745 0.00131016 0.00118059 0.0011688 0.000927696 0.000843094 0.00101341 0.000998986 0.000825416 0.000851709 0.000856693 0.00115747 0.00085112 0.000871675 0.000961571 0.000792314 0.00086677 0.00081846 0.000913312 0.000802259 0.000779722
threshold=0.16946000000000003 -0.036024999999999995 0.10076500000000001 0.087420000000000012 -1.0000000180025095e-35 -0.5145249999999999 0.27834500000000006 -0.22665999999999997 0.51524500000000006 0.085900000000000018 -0.098904999999999979 0.093235000000000012 -0.42529999999999996 0.088055000000000008 -0.54165499999999989 0.096475000000000019 -0.46885499999999997 0.077685000000000018 -0.14757499999999998 0.30112000000000005 0.087015000000000023 0.079300000000000009 -0.094929999999999987 0.092360000000000012 0.084690000000000015 -1.0000000180025095e-35 0.080810000000000007 -1.0000000180025095e-35 -0.49013999999999996 0.090790000000000023
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 -6 7 -7 9 10 12 13 -9 17 -8 16 -16 18 -12 20 21 22 -20 24 25 -24 27 29 -29 -27
right_child=-2 2 -4 -5 5 6 14 8 -10 -11 11 -13 -14 -15 15 -17 -18 -19 19 -21 -22 -23 23 -25 -26 26 -28 28 -30 -31
leaf_value=0.0013199774499170363 0.0013201067340141554 -0.0013196279849068441 -0.0012834500207168501 -0.0012390967323638129 -0.0012352517304334263 0.0010657612629994583 0.0013197130967733046 0.00047329417763011371 -0.0013197194230774767 -0.0010682917378382257 -0.0010421041135784271 -0.0012972620477326631 -0.0011775489269609345 0.0013198223290113683 -0.00027130685183510248 -0.00064770093164448006 0.00096996572104441703 -0.00087040222322403555 -0.00063773452508450077 0.0013196323889186248 -0.0010449178782512992 -0.00098993897341382578 -0.00099812796357200638 0.00097619374951471872 0.00099774758112800834 -0.0013195839394618499 -0.00063993345181105068 -0.00038088940076226596 0.00036048617616465614 0.00024330861268143488
leaf_weight=0.0015063207478469556 0.0016381545731576344 0.0012934615500395088 0.0016422683375187921 0.001551874336804814 0.001434024592455784 0.0017900786623954437 0.0016984878819172877 0.0010150660353076546 0.0017156865077359021 0.0021085552302380064 0.0011122378874830465 0.0010898863393435923 0.0028252223747280416 0.0010475456823542109 0.0016792833087961867 0.0015728616737717971 0.0034449458925038812 0.0015891128898672937 0.0021771696768553275 0.0010245147957164127 0.001487104228782953 0.0011266462512651279 0.0011784747048295676 0.0027223969298120201 0.0018629038844011339 0.001202253265092156 0.0021023163570017536 0.0028464137520103133 0.023725577616013925 0.0010337279936845079
leaf_count=89 23 162 163 31 50 15 51 13 115 233 17 23 259 19 32 22 162 39 24 46 98 39 20 27 51 424 146 16 610 102
internal_value=0 -5.53437e-05 -8.44812e-05 -5.61326e-05 -2.9098e-05 -4.03889e-06 2.30497e-05 -4.58996e-05 -8.20854e-05 -4.22298e-05 5.21872e-08 6.01983e-05 -0.000741198 9.21951e-05 0.000489383 0.000278798 0.000563183 6.37381e-05 9.77838e-05 0.000127622 9.81703e-05 0.000140691 0.000173478 0.000221636 0.000161132 0.000112563 0.000154909 0.000212914 0.000281069 -0.000597035
internal_weight=0 0.0726064 0.0711001 0.0694578 0.067906 0.0666125 0.0651785 0.0567829 0.0549928 0.0532771 0.0511686 0.0473283 0.00384029 0.0462384 0.00839558 0.00669709 0.00512423 0.0451909 0.0436017 0.0424895 0.041465 0.0399779 0.0388512 0.0366741 0.0339517 0.0320888 0.0309103 0.028808 0.026572 0.00223598
internal_count=3121 3098 3009 2846 2815 2653 2603 2336 2321 2206 1973 1701 272 1678 267 216 194 1659 1620 1603 1557 1459 1420 1396 1369 1318 1298 1152 626 526
is_linear=0
shrinkage=0.00131955


Tree=1057
num_leaves=17
num_cat=0
split_feature=50 15 15 2 151 2 0 52 13 13 130 15 0 15 1 0
split_gain=0.000139136 0.000322372 0.000197374 0.000237088 0.000207489 0.000176768 0.000183477 0.000244579 0.000384475 0.000316393 0.000296832 0.000257836 0.000323924 0.000303817 0.000241745 0.000224834
threshold=0.10647500000000001 -0.24436499999999997 -0.11713499999999999 0.099515000000000006 -0.086944999999999981 -0.0091949999999999983 0.18019500000000002 0.10160000000000001 -0.094514999999999988 -0.084319999999999992 -0.076894999999999977 0.088655000000000025 -0.052984999999999997 -0.0058549999999999991 0.094465000000000007 -0.084269999999999984
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 -4 -6 7 8 15 -9 -10 12 13 14 -12 -7
right_child=-2 2 4 -5 5 6 -8 9 10 -11 11 -13 -14 -15 -16 -17
leaf_value=0.0018025010748773567 -0.001220392043268053 -0.0025346113520908313 0.0013305721703160067 7.2077180964625237e-05 0.0013653230250815467 0.00031989510549702426 0.0012676515207991615 -0.0028611986723484834 0.0015872154320457894 -8.9145382961043439e-05 -0.0014797577409197162 -0.0018962263109378802 -0.001712511867050659 0.0013846660101992784 0.00047009102478519436 0.0025507631661069205
leaf_weight=0.001494921729744191 0.0013657609366879977 0.0010240105417751401 0.001761933885865651 0.001086129081198095 0.0012184090069906573 0.0017472587850280163 0.0012498600789001548 0.0011769131557810564 0.0010142041675499378 0.0013190509157752208 0.0018924539270331288 0.001923533663178878 0.0018699658589476269 0.0019776916622418206 0.0019504382013204591 0.0011197869072390116
leaf_count=223 333 149 177 65 86 132 24 102 88 237 427 316 208 395 120 39
internal_value=0 5.51865e-05 -6.1782e-05 -0.0011929 5.62515e-05 -6.53802e-05 -0.000166486 -0.000278577 -7.18641e-05 -0.00139624 -0.000412586 -0.000623548 -0.00030523 0.000146884 -0.000490123 0.00119121
internal_weight=0 0.0238266 0.0223316 0.00211014 0.0202215 0.0184596 0.0172412 0.0159913 0.0134953 0.00249596 0.0106283 0.00961408 0.00769055 0.00582058 0.00384289 0.00286705
internal_count=3121 2788 2565 214 2351 2174 2088 2064 1725 339 1554 1466 1150 942 547 171
is_linear=0
shrinkage=0.00388662


Tree=1058
num_leaves=18
num_cat=0
split_feature=41 124 123 3 0 13 14 1 47 1 2 15 15 3 48 15 13
split_gain=0.000137711 0.000163531 0.00018943 0.000203817 0.00021759 0.000307488 0.000199057 0.000257681 0.000469964 0.000347209 0.000389619 0.000222382 0.000172929 0.000156042 0.000153241 0.000210005 0.000119704
threshold=0.078475000000000017 0.08919500000000001 1.0000000180025095e-35 -0.10519499999999998 -0.053834999999999994 -0.099939999999999987 -0.10708499999999999 0.12408500000000001 0.096175000000000024 0.094465000000000007 0.092875000000000013 -0.074054999999999996 -0.015744999999999999 -0.13309499999999996 0.083985000000000018 -0.0058549999999999991 -0.020934999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 12 6 -6 -5 8 9 10 14 -11 -1 -14 15 -8 -17
right_child=-2 -3 -4 4 5 -7 7 -9 -10 11 -12 -13 13 -15 -16 16 -18
leaf_value=0.0023416406526769054 -0.0013471715258486364 0.0018161907949496995 0.0015462234806080408 -0.0021133771510841457 0.00026701670578186749 -0.0029462243700059199 -0.002134221622892887 0.0019996102485622959 -0.0029419419969834585 0.0029527369708709839 -0.0027355008166373047 0.00026740939249561926 -0.00070940032361920338 0.0014178244783324069 0.0011854062545522807 -0.00084535925947426635 0.0009442042691500714
leaf_weight=0.0011259702407730998 0.0015698555839360742 0.0011073316680532122 0.0015625270521746329 0.0010118342391507449 0.0011132008531902216 0.0015196260638092934 0.0011094343767305542 0.0012847979234251747 0.0012020405523327513 0.001293015790050589 0.0012612939322889094 0.0013706627905420987 0.001721464999008937 0.0013102373465585472 0.00192364604394335 0.0013804857587217372 0.0019392385405048729
leaf_count=91 148 52 225 54 38 202 336 92 165 69 415 127 152 62 118 423 352
internal_value=0 7.42547e-05 -1.29096e-05 -0.000131361 -0.000364111 -0.00158762 -0.000130286 2.6911e-05 -0.000193869 0.000127532 -0.00037742 0.00157093 0.000787242 0.000209941 9.07558e-05 -0.000384666 0.000200026
internal_weight=0 0.0232368 0.0221295 0.0205669 0.0164093 0.00263283 0.0137764 0.0127646 0.0114798 0.0102778 0.0076141 0.00266368 0.00415767 0.0030317 0.0063528 0.00442916 0.00331972
internal_count=3121 2973 2921 2696 2391 240 2151 2097 2005 1840 1644 196 305 214 1229 1111 775
is_linear=0
shrinkage=0.00464487


Tree=1059
num_leaves=19
num_cat=0
split_feature=1447 453 4 158 156 401 49 1 133 12 0 0 12 3 4 15 4 0
split_gain=0.000132578 0.000159022 0.000318747 0.000182523 0.000206973 0.000213628 0.000175562 0.000174745 0.000157916 0.000209286 0.000202679 0.000317369 0.000189569 0.000194941 0.000223327 0.000147034 0.00028408 0.000105461
threshold=-1.0000000180025095e-35 1.0000000180025095e-35 0.27287000000000006 1.0000000180025095e-35 0.090310000000000015 1.0000000180025095e-35 0.11136000000000001 0.111945 0.10722500000000001 0.089885000000000007 -0.019414999999999998 -0.10011499999999998 0.092355000000000007 -0.045649999999999989 0.09173000000000002 -0.095869999999999983 0.0052350000000000009 -0.078904999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 6 8 -4 9 10 11 15 -11 14 -14 -2 -17 -13
right_child=1 -3 7 -5 -6 -7 -8 -9 -10 12 -12 17 13 -15 -16 16 -18 -19
leaf_value=-0.0013969048157031476 -0.00069096828349889236 -0.0014338900413110791 0.00043617282581695944 -0.0016377041378382213 -0.0016366933196358944 -0.001576635450956286 0.0016375551850032601 0.002444393334973594 -0.0011474025286695604 0.0020028523961812096 0.0011546170945923623 -0.0023956188951947031 -0.0014937068977634328 0.0017463543111919308 0.0010025076563456446 -0.00060412549836840173 0.0016813025076517203 -0.00076380706303885617
leaf_weight=0.0010018350246709931 0.0018727194900787225 0.0010466098860804065 0.0013801536729225452 0.0010400292095685262 0.0010555598537541613 0.0010368312288245854 0.0012581780477546314 0.0012449118621982169 0.0013397583381733478 0.0015936934679925416 0.0016206819215831602 0.0011245025434061208 0.0011322641917334009 0.0010402213361873081 0.0010374883227939335 0.0014734094451149772 0.0018571167114611598 0.0012784178419869051
leaf_count=300 56 78 82 237 229 252 119 240 286 131 73 493 250 26 23 103 43 100
internal_value=0 4.68728e-05 0.000116103 -5.29313e-05 3.51102e-05 0.000135006 0.000241732 0.00138855 0.000127473 0.000249209 -9.32947e-05 -0.000359193 0.000907088 0.00036306 -0.000300118 0.000180322 0.00067024 -0.00152745
internal_weight=0 0.0234325 0.0223859 0.0197609 0.0187208 0.0176653 0.0166285 0.00262507 0.0153703 0.0140305 0.00922685 0.00760617 0.00480367 0.00320997 0.00216975 0.00520325 0.00333053 0.00240292
internal_count=3121 2821 2743 2421 2184 1955 1703 322 1584 1298 868 795 430 299 273 202 146 593
is_linear=0
shrinkage=0.00388662


Tree=1060
num_leaves=31
num_cat=0
split_feature=14 3 122 39 480 48 50 1 51 150 3 4 0 151 150 2 4 13 0 0 13 49 13 403 4 1 12 43 16 12
split_gain=0.000637971 0.000638584 0.000592041 0.000945564 0.000823303 0.000695362 0.000914801 0.000680355 0.000638819 0.000569065 0.000613328 0.00059906 0.000568162 0.00080683 0.000770553 0.000404869 0.000393768 0.000547875 0.000786357 0.000509212 0.00059068 0.000457998 0.000375337 0.000502959 0.000643448 0.000353795 0.000314123 0.000304634 0.000794957 0.000415123
threshold=0.076175000000000007 0.30112000000000005 1.0000000180025095e-35 0.0046100000000000004 1.0000000180025095e-35 0.12649500000000002 0.10647500000000001 0.099195000000000019 0.13302000000000003 -0.22665999999999997 -0.10519499999999998 0.24564500000000003 -0.23091999999999999 -0.0096649999999999982 0.092010000000000022 -0.14451499999999998 -0.49405499999999997 -0.094514999999999988 -0.084269999999999984 -0.053834999999999994 -0.084319999999999992 -0.080089999999999981 -0.082014999999999991 0.03138500000000001 0.053180000000000012 0.083835000000000007 0.090840000000000018 -0.51144999999999985 0.16703000000000004 0.086305000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 9 -5 -7 -1 11 27 13 -12 16 -13 -14 18 26 20 -19 -22 -23 24 25 -24 -18 -11 29 -29
right_child=-2 -3 -4 7 -6 8 -8 -9 -10 10 12 15 14 -15 -16 -17 17 19 -20 -21 21 22 23 -25 -26 -27 -28 28 -30 -31
leaf_value=0.0010987514327721669 -0.00097830834948278104 0.00090466830587392305 -0.0011492192651813842 -4.8104398741727007e-05 -0.0013190494990829166 -0.0014862159456860563 -0.0013258767040303283 0.0010952477109487987 7.271198935591363e-05 0.00081324938801807345 -0.00039549354499167404 0.00025612712548655104 -0.00093269603189220058 0.0013560675965619802 -0.0011495286274256968 0.0014861967156400248 -0.00068964476110360104 -0.0010803899830106318 0.0011674366543187749 -0.0010163840863207211 0.00071288019663852105 0.00072870289130153422 -0.00032791424564755704 0.00047011322810666212 4.9580655861087902e-05 -0.0013538574962291558 0.00039599179390134332 0.0010111472168427892 -0.00099066309934939755 -5.2363160154153075e-05
leaf_weight=0.0011006372869815087 0.0015387135946625099 0.0016411215696958683 0.0010367075809085682 0.0019838070554314404 0.0011698819395880014 0.0013754583374794285 0.0011059538045761199 0.0027320941097901397 0.0010043103611678816 0.0010912694981612958 0.0010473772458965414 0.0010110867211636787 0.00119695343241765 0.0013035138775876398 0.0017134966576808344 0.0014218411859090452 0.0011669251207351294 0.0012063123264427463 0.0017768233291377512 0.0014920455166614133 0.0017449982867816525 0.0010184106363357861 0.0012931512174265639 0.0017571605285282565 0.0030504392088048782 0.001742401646140479 0.0011874636398800931 0.0012522003779622468 0.0014265019261827661 0.0022976579577971279
leaf_count=16 101 130 18 93 231 37 212 227 14 11 28 21 57 27 128 46 65 296 16 104 40 83 459 144 112 188 20 40 84 73
internal_value=0 -4.98893e-06 -3.99448e-05 -1.23473e-05 -9.23142e-05 -5.22092e-05 3.0813e-06 0.000614281 -0.000828317 4.85868e-05 1.15379e-05 0.000352005 -0.000115972 0.000575706 -0.00019589 0.000974999 -0.000108194 -5.15937e-05 0.000421133 -0.000198377 -9.50567e-05 1.70078e-05 -0.000120022 -0.000230226 -0.00043243 -0.000916804 -0.000142091 0.000102204 -5.37213e-05 0.000322786
internal_weight=0 0.044348 0.0427069 0.0416702 0.0369543 0.0357844 0.0334046 0.0047159 0.00237977 0.0322987 0.031198 0.00850056 0.0226975 0.00235089 0.0203466 0.00243293 0.0186331 0.0174361 0.00413121 0.0133049 0.0118129 0.0106066 0.00886156 0.00784315 0.00608599 0.00303555 0.00235439 0.00606763 0.00497636 0.00354986
internal_count=3121 3020 2890 2872 2552 2321 2270 320 51 2058 2042 275 1767 55 1712 67 1584 1527 101 1426 1322 1026 986 903 759 647 85 208 197 113
is_linear=0
shrinkage=0.00148603


Tree=1061
num_leaves=19
num_cat=0
split_feature=50 15 48 48 2 457 151 15 3 16 52 43 52 160 2 3 15 4
split_gain=0.000133596 0.000252483 0.000210595 0.000180492 0.000340755 0.000188153 0.000202047 0.000184529 0.000330697 0.000327223 0.000227356 0.000140726 0.000140585 0.000376897 0.000148869 0.000188771 0.000112526 9.72323e-05
threshold=0.10647500000000001 -0.24436499999999997 0.12737000000000001 0.016865000000000002 0.089775000000000008 0.087995000000000004 -0.024429999999999997 -0.016799999999999995 0.10542000000000001 -0.056919999999999991 0.024145000000000003 -1.0000000180025095e-35 -0.0064899999999999992 -0.063384999999999983 0.090675000000000019 -0.11255999999999998 0.084050000000000014 -0.077834999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 7 -5 6 -6 9 12 11 -10 -3 13 -9 16 -16 -14 -18
right_child=-2 2 -4 4 5 -7 -8 8 10 -11 -12 -13 14 -15 15 -17 17 -19
leaf_value=0.0017093502584962618 -0.0012524754550199484 -0.0008709586389004483 -0.0017126003546886826 -0.0010027196511377219 0.0020045120370815613 0.0027809496087440599 -0.00011060743334712616 0.00047292144495452511 0.0028564678874835915 -0.0021085976700155988 0.00020259507028341829 0.0010554030466844026 0.0017624307498132882 -0.0029133314098613839 0.00058806602589898515 -0.0014359868128173781 -0.00072229527683157142 0.001024924367150615
leaf_weight=0.0014225077259992771 0.0013436753378296964 0.0012289039708444083 0.0011770095613838896 0.0014612575161754284 0.0012662426905674096 0.0010162720785480417 0.0017716962459863872 0.0011263504821292791 0.0010625835031330419 0.0019631240761873699 0.0010488116483884369 0.0012515922001341551 0.0010424316905384198 0.0010278981813563997 0.0013116126476289125 0.00177034271365617 0.0010611767714743241 0.0010226822166128375
leaf_count=223 333 171 55 200 81 29 145 124 55 356 14 72 125 239 38 255 469 137
internal_value=0 5.92211e-05 -4.9401e-05 4.6405e-05 0.000671422 0.00127483 0.000770995 -0.000184683 0.000108252 -0.000875149 0.00153819 0.000101032 -0.000252784 -0.00114283 5.60591e-05 -0.000574594 0.000677769 0.000135177
internal_weight=0 0.0230325 0.02161 0.020433 0.00551547 0.00405421 0.00303794 0.0149175 0.0104739 0.00444362 0.0021114 0.0024805 0.00836249 0.00215425 0.00620825 0.00308196 0.00312629 0.00208386
internal_count=3121 2788 2565 2510 455 255 226 2055 1456 599 69 243 1387 363 1024 293 731 606
is_linear=0
shrinkage=0.00404364


Tree=1062
num_leaves=19
num_cat=0
split_feature=11 52 52 47 1 3 0 4 2 16 0 1 0 2 1 0 0 3
split_gain=0.00012406 0.000160499 0.000345748 0.000196498 0.00021401 0.000320828 0.00026532 0.000300672 0.00026233 0.000217797 0.000264625 0.000209718 0.000175704 0.000386961 0.000172989 0.000165589 0.000151864 6.2878e-05
threshold=0.081790000000000015 0.19022000000000003 0.13389000000000004 0.13148500000000005 0.094385000000000011 0.083060000000000009 -0.060129999999999996 -0.49405499999999997 0.092875000000000013 -0.083134999999999987 -0.10607499999999999 0.11061500000000002 -0.084269999999999984 0.089885000000000007 0.090405000000000013 -0.15202999999999997 -0.10607499999999999 -0.116045
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 6 16 8 -8 9 12 -11 -7 13 -1 -12 -13 -6 -9
right_child=-2 -3 -4 -5 5 11 7 17 -10 10 14 15 -14 -15 -16 -17 -18 -19
leaf_value=-0.0018039729711439309 -0.00094406573456888858 -0.00093552160908770522 0.0022153934639315741 -0.0014566533633882178 0.0026280393707133224 0.0010099937053701814 -0.00062592950766433776 0.0021706064410412121 -0.0020728430300085729 0.00063870466175631612 -0.0024875655535462195 -0.0018352301862405102 0.0016744093007370409 0.0012370419284918797 -0.00046109026889269196 0.00018114002483504544 0.00092064790195551833 0.00092125166056687918
leaf_weight=0.0010327896913780998 0.0017693870812163217 0.0019662455671036741 0.0010417954122163833 0.0010962190379757422 0.0011060852689475098 0.0014560678354103018 0.0014618307521203633 0.0010441932170124346 0.0012583516645732762 0.0010232307077124823 0.0012911340118041438 0.0010474395974267026 0.0010285117355012217 0.0012293820339581707 0.0010047512164117478 0.0011418447545896715 0.0018975017576317024 0.0011198245009054241
leaf_count=308 175 341 52 38 85 82 62 33 345 55 682 37 119 53 96 117 338 103
internal_value=0 6.35471e-05 0.000160407 4.91302e-05 0.000140111 0.000663102 -0.000162423 0.000657272 -0.00054016 -0.000248373 -0.000910339 -6.71649e-05 0.000419312 -0.000151327 -0.00160072 -0.000783571 0.0015494 0.0015241
internal_weight=0 0.0222472 0.020281 0.0192392 0.0181429 0.00664894 0.011494 0.00362585 0.00786815 0.0066098 0.00331912 0.00364535 0.00329068 0.00226217 0.00229589 0.00218928 0.00300359 0.00216402
internal_count=3121 2946 2605 2553 2515 659 1856 198 1658 1313 833 236 480 361 778 154 423 136
is_linear=0
shrinkage=0.00366245


Tree=1063
num_leaves=18
num_cat=0
split_feature=124 123 50 48 39 2 457 3 49 133 43 3 4 12 52 0 4
split_gain=0.000115622 0.000181175 0.000215763 0.000212531 0.000255384 0.000265583 0.00023152 0.000259905 0.000189942 0.000205733 0.00019194 0.000288911 0.00029514 0.000172579 0.000196437 0.000117488 0.000189206
threshold=0.10281000000000001 1.0000000180025095e-35 0.10647500000000001 0.12649500000000002 0.088025000000000006 0.11548000000000001 0.080930000000000016 0.090900000000000009 -0.063424999999999981 0.091410000000000005 -0.074359999999999996 -0.077774999999999983 -0.095774999999999985 0.090020000000000017 -0.07167999999999998 -0.13843999999999998 0.053180000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 8 -8 -1 10 11 12 -10 14 -12 -16 -17
right_child=-2 -3 -4 -5 -6 -7 7 -9 9 -11 13 -13 -14 -15 15 16 -18
leaf_value=-0.0013247255066289113 0.0011980910539215418 0.001108535360967006 -0.0017454623361071459 -0.0015987898090249536 -0.0017371793668700727 0.0014942908881412735 -2.8987612795854159e-05 0.0024282022382348572 0.0014370483405822742 -0.0012262070921941301 -0.0012812762976358927 0.0024574110170967264 -0.0011397410287931299 -0.0012054373788216392 0.0014967004729669994 -0.00062807186223698202 0.0013088252096018246
leaf_weight=0.0017596566789364063 0.0010173481839594869 0.0016393571977619805 0.0010858371599818386 0.0011477352473843174 0.0010421159072553357 0.0017237282560684788 0.0013229223531059367 0.001024601005138237 0.0012005506451333581 0.0016719390981676527 0.0010349889673767999 0.0010572452767885192 0.0011844759635329938 0.0017071364006260303 0.0011505666818862849 0.0017723040497900182 0.0010941229230265748
leaf_count=128 39 244 312 51 94 240 112 45 56 390 109 63 373 336 60 427 42
internal_value=0 -6.40548e-05 -0.00015568 -6.89085e-05 2.47576e-05 0.00012847 -1.88538e-05 0.00104348 -0.000201781 -3.53584e-05 0.000159814 0.000863772 0.000157337 -0.000198697 0.000141495 0.000508075 0.000111247
internal_weight=0 0.0226193 0.0209799 0.0198941 0.0187464 0.0177042 0.0159805 0.00234752 0.013633 0.0118733 0.0102014 0.00344227 0.00238503 0.00675912 0.00505198 0.00401699 0.00286643
internal_count=3121 3082 2838 2526 2475 2381 2141 157 1984 1856 1466 492 429 974 638 529 469
is_linear=0
shrinkage=0.00366245


Tree=1064
num_leaves=31
num_cat=0
split_feature=39 9 42 151 1348 1456 401 33 4 11 14 1374 132 14 38 3 158 156 1374 483 0 403 48 150 39 160 130 4 43 16
split_gain=0.00176703 0.00148037 0.00131455 0.00111945 0.0010817 0.00142607 0.000959782 0.000983385 0.00089073 0.00125533 0.0010981 0.00102325 0.000924275 0.00085004 0.000755525 0.00100991 0.000819265 0.000826783 0.00078492 0.000849009 0.000803099 0.000664321 0.000656566 0.000666338 0.00054472 0.000525096 0.000515648 0.00106594 0.000791497 0.00124867
threshold=0.16946000000000003 -0.036024999999999995 -0.26584999999999998 -0.5145249999999999 0.090205000000000021 -1.0000000180025095e-35 0.10076500000000001 -0.0066799999999999993 0.27287000000000006 0.081790000000000015 -0.46885499999999997 0.10637000000000001 -1.0000000180025095e-35 0.076175000000000007 0.091770000000000004 0.30112000000000005 0.084765000000000021 0.09747500000000002 -0.094929999999999987 0.086230000000000015 -0.14116499999999996 -0.092474999999999988 0.088965000000000002 0.083340000000000011 -1.0000000180025095e-35 -0.088854999999999976 -1.0000000180025095e-35 -0.076779999999999987 -0.0030899999999999994 0.22339500000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 5 -5 7 -7 9 11 -10 12 -9 14 15 16 17 18 -14 20 -20 -22 23 24 -23 -26 27 -27 -28 -30
right_child=-2 2 3 4 -6 6 -8 8 10 -11 -12 -13 13 -15 -16 -17 -18 -19 19 -21 21 22 -24 -25 25 26 28 -29 29 -31
leaf_value=0.001243749413280584 0.0012439190878498379 -0.001243786785186732 -0.0011548743757033679 -0.0010568120708801072 0.0012288805437615348 -0.00098255990223966908 -0.0011857563654852025 -0.0010109119783449499 -0.00036241772397587195 -0.0012435249219999265 0.00073700590092658745 -0.0012295955800120534 -0.00060370566817569008 -0.00088101657920671957 -0.00081337987093096009 0.0012435140746418502 -0.00095950180987412086 -0.00097035620177925988 0.00064641126553309947 -0.00091349187109161204 -0.00074002452436427296 -0.00059894609445639816 0.00062108127683995699 -0.0008913003345199208 -0.00060521017006990674 -0.0011940473867056484 0.00056970613291695902 0.00041299355232022364 0.00023761005706902821 -0.0012437468529082508
leaf_weight=0.0013101176342908962 0.0016373889716021486 0.0014949309000726876 0.0014192768919158985 0.0021364057362536206 0.0010249725925461908 0.001528440539267705 0.0010743675692639334 0.0012825677553176531 0.0019271624573917734 0.001289342543763893 0.0051805182167523603 0.0010214813063385 0.0020125710617122641 0.00143365108682758 0.0013752102399529056 0.001208212477848746 0.0011187424472005594 0.001045070023643734 0.0058852672380851163 0.0010363657481411428 0.0012637567868996049 0.001427888349667227 0.0044057342557408665 0.001009845487397242 0.0011871639887583987 0.0011019647453966996 0.0091676883109346116 0.0015162286637639957 0.0056678671384027502 0.0010414459289620481
leaf_count=89 23 18 50 286 33 29 160 266 35 113 223 21 32 42 32 54 115 100 87 158 278 14 103 72 138 75 249 20 186 20
internal_value=0 -6.43344e-05 -9.18493e-05 -6.35208e-05 -3.74313e-05 -5.96772e-05 -2.17775e-05 9.04247e-07 2.89454e-05 -3.37217e-05 0.00043891 7.81579e-07 2.92243e-05 6.03176e-05 9.28595e-05 0.000123942 8.91574e-05 0.000120219 0.000151255 0.000195028 0.000229143 0.000140774 0.000182737 9.5431e-05 0.000142633 0.000196432 0.000247888 -0.00026339 0.0003322 7.66802e-06
internal_weight=0 0.0635943 0.0622841 0.0607892 0.0593699 0.058345 0.0562086 0.0551342 0.0536057 0.0464981 0.00710768 0.0452087 0.0441872 0.0429047 0.041471 0.0400958 0.0388876 0.0377689 0.0367238 0.0347112 0.0336749 0.0277896 0.0265258 0.0221201 0.0211102 0.0196824 0.0184952 0.00261819 0.015877 0.00670931
internal_count=3121 3098 3009 2991 2941 2908 2622 2462 2433 2175 258 2062 2041 1775 1733 1701 1647 1532 1432 1400 1242 1155 877 774 702 688 550 95 455 206
is_linear=0
shrinkage=0.00124344


Tree=1065
num_leaves=31
num_cat=0
split_feature=39 9 42 151 49 1374 401 474 4 41 15 15 128 43 4 130 13 160 3 50 47 15 4 1 0 12 1374 52 1 4
split_gain=0.00172304 0.00124811 0.00109298 0.00104188 0.001026 0.000976799 0.000936535 0.00096031 0.00123796 0.00101602 0.00124505 0.000931765 0.00153551 0.000886164 0.00151216 0.0012854 0.00110565 0.00169231 0.000903649 0.00088287 0.00100335 0.000797039 0.00129142 0.0011036 0.000804342 0.000819046 0.00070422 0.000805969 0.000682947 0.000520957
threshold=0.16946000000000003 -0.036024999999999995 -0.26584999999999998 -0.5145249999999999 0.10969000000000002 0.097240000000000007 0.10076500000000001 -1.0000000180025095e-35 0.27834500000000006 0.078475000000000017 -0.11713499999999999 -0.10653 0.086435000000000012 -0.17390999999999998 -0.51843499999999987 -1.0000000180025095e-35 -0.39067499999999994 -0.098904999999999979 0.12745000000000004 0.11375500000000001 0.10954500000000002 -0.0058549999999999991 -0.42529999999999996 0.086105000000000015 -0.036484999999999997 0.091840000000000019 -0.094929999999999987 -0.046924999999999988 0.092695000000000013 -0.42529999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 5 6 7 -5 9 10 -9 -12 13 15 -15 -13 29 -18 21 20 -10 23 -23 -19 25 -24 -25 -28 -29 -16
right_child=-2 2 3 4 -6 -7 -8 8 19 -11 11 12 -14 14 16 -17 17 18 -20 -21 -22 22 24 26 -26 -27 27 28 -30 -31
leaf_value=0.0014863562575362541 0.0014865956959414237 -0.0014863355201251266 -0.0013737221134599382 -0.0013673799473193087 0.00061193442905369151 -0.0014781328998815532 -0.0014271010418175944 -0.00097950713801963209 0.0012219321460746121 -0.0012128912983199512 0.0010566341262563288 -0.00070861025327037172 -0.0014862846373037495 -0.0014271682926570439 0.0014864675142875819 0.001068964986395199 -0.0014094525374291702 -0.0012003787130990451 -0.0011949103842287217 -0.00063632593896859849 -0.0003811431819141237 -0.00114170689280268 0.00039205290125678989 -0.0007209049382851557 0.0010717461943096193 -0.00078490701022825037 0.00088168867574301704 0.00068076716158700244 -0.00066593064097595343 0.00037172654341032548
leaf_weight=0.0011374381768485256 0.0016368010645777522 0.0012043335981086747 0.0013007003266096709 0.0011651980916642648 0.0050540018181370874 0.0010925533186139083 0.0010844151524684867 0.0029345947076908621 0.0040094072377030434 0.0016989323221885391 0.0018359932349198962 0.0011943667359872734 0.0015297533140694588 0.0016794108977755537 0.001348412619336159 0.0036243192384830527 0.0019878392622203469 0.0021176857991438399 0.0013062955345048968 0.0010212386996499845 0.0010983827266954904 0.0012750037877537869 0.0092071433191369539 0.0022206276607903419 0.0032226006456142426 0.0015214509172079014 0.0026216955776590112 0.0012752433738683067 0.0023902142803962079 0.0029537292144468088
leaf_count=89 23 18 50 104 193 24 157 144 212 84 19 35 153 41 6 57 268 333 11 16 13 63 489 18 34 244 102 31 34 56
internal_value=0 -5.68389e-05 -8.38535e-05 -5.73673e-05 -2.99595e-05 -8.64612e-05 -5.9466e-05 -3.26178e-05 -3.85625e-06 -8.42474e-05 -4.27849e-05 2.06828e-05 -2.51752e-05 3.07787e-05 -5.11978e-05 0.000628373 1.78893e-05 -8.59126e-05 1.09645e-05 0.000625016 0.000877206 7.18978e-05 0.00028987 -0.000240454 0.000420702 0.000225145 -1.51805e-06 0.00025257 -0.000197403 0.000721118
internal_weight=0 0.066113 0.0649755 0.0637712 0.0624705 0.0574165 0.056324 0.0552395 0.0540743 0.0479453 0.0462464 0.0433118 0.0414758 0.039946 0.0351274 0.00481869 0.0334479 0.0291458 0.027158 0.00612903 0.00510779 0.0258517 0.0152262 0.0106255 0.0139512 0.0107286 0.00850778 0.00628715 0.00366546 0.00430214
internal_count=3121 3098 3009 2991 2941 2748 2724 2567 2463 2222 2138 1994 1975 1822 1730 92 1689 1627 1359 241 225 1348 830 518 767 733 185 167 65 62
is_linear=0
shrinkage=0.00148603


Tree=1066
num_leaves=31
num_cat=0
split_feature=39 9 457 1213 151 42 1375 4 41 48 147 11 159 14 16 1 40 403 39 3 376 159 2 2 1 1374 0 13 43 52
split_gain=0.00153585 0.0011629 0.000986027 0.00098755 0.000961319 0.000998579 0.00099943 0.000926818 0.00105912 0.00109204 0.000849988 0.00100297 0.000887509 0.000901228 0.000827888 0.000789264 0.00077322 0.000694587 0.000730836 0.000971042 0.000913668 0.000874094 0.000710825 0.000840888 0.000663497 0.000629829 0.000755458 0.000530384 0.00118145 0.000841368
threshold=0.16946000000000003 -0.036024999999999995 -0.15747999999999998 -0.082704999999999987 -0.5145249999999999 -0.26584999999999998 0.081540000000000015 0.27287000000000006 0.078475000000000017 -0.09386499999999999 0.094075000000000006 0.081790000000000015 -0.032739999999999991 0.077685000000000018 -0.5335399999999999 0.13534000000000004 0.097265000000000018 -0.092474999999999988 -1.0000000180025095e-35 0.149315 0.049360000000000008 0.10395500000000001 0.11215000000000001 0.10981000000000002 0.111945 -0.094929999999999987 -0.22491999999999998 0.19762500000000002 -0.17390999999999998 0.090245000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 -5 -6 7 8 9 -7 11 12 -11 15 -9 16 17 -14 -19 20 21 22 23 25 -16 -20 -27 28 -28 -30
right_child=-2 2 3 4 5 6 -8 14 -10 10 -12 -13 13 -15 24 -17 -18 18 19 -21 -22 -23 -24 -25 -26 26 27 -29 29 -31
leaf_value=0.0013731513456090377 0.0013733654635381806 0.0010158622002328283 -0.0013729190416066359 -0.0012886590753460197 -0.0013731212181501422 -0.0013343521129350188 -0.0010896572020429936 0.0013125579887188722 -0.0011591877315659648 -0.00078439435792336087 0.0012254343174187981 -0.0013729351213441858 -0.00098115056386049657 -0.0011898320214079529 -0.00034618027656046292 0.0012932628844003033 -0.00099041545995744097 -0.00069399542849130395 -0.00088443838624187039 0.0012320466861101356 0.0013092479543956785 -0.0011556340774532105 -0.00068902266125986269 0.001282360175641013 0.0006322142323058721 0.00090330077066232205 0.001205393771293293 -0.00056560148199582736 0.00021848166994596131 -0.00048572330169135422
leaf_weight=0.0010752849190902572 0.001480175780173453 0.0015432921397717783 0.0011194616749596866 0.0011963959813812144 0.001047082507263041 0.00115896218534317 0.0015978366115199085 0.0016954819824661627 0.0015899964683079295 0.0024445814245002131 0.0010681594351851223 0.0010003102706424008 0.0010727298133503807 0.0010446491787021719 0.0022933690128610342 0.0010212933929949477 0.0012525130235871975 0.0018718962110142448 0.0010946516353271809 0.0015971684425721824 0.0012003440132204437 0.0010290273455670898 0.0018612098819685832 0.0012618122899552544 0.0030354210022398576 0.0024507601474397017 0.0018765746351903046 0.0020472433990050823 0.014412032172098879 0.0041095472436953875
leaf_count=89 23 37 293 50 18 21 128 67 91 349 24 95 281 38 35 19 14 23 30 36 47 139 91 20 177 21 14 37 647 167
internal_value=0 -4.19237e-05 -6.72865e-05 -9.58853e-05 -7.09496e-05 -4.49966e-05 -1.97521e-05 1.22079e-05 -5.80547e-05 -1.90401e-05 1.58299e-05 -1.44655e-05 1.81625e-05 6.82069e-05 0.000476994 0.000102647 6.99051e-05 0.000106914 0.000140442 0.000187861 0.000134652 8.78773e-05 0.000131829 0.000187889 0.000211139 0.000134754 0.000179567 0.000100544 0.000167401 6.22335e-05
internal_weight=0 0.0610691 0.0599938 0.0584505 0.057331 0.0561347 0.0550876 0.0534897 0.0464655 0.0448755 0.0437165 0.0426483 0.041648 0.0392035 0.00702427 0.0381588 0.0371375 0.035885 0.0348123 0.0329404 0.0313432 0.0301429 0.0291138 0.0272526 0.00532879 0.0259908 0.0248962 0.0224454 0.0203982 0.0185216
internal_count=3121 3098 3009 2972 2679 2629 2611 2483 2204 2113 2092 2068 1973 1624 279 1586 1567 1553 1272 1249 1213 1166 1027 936 212 916 886 865 828 814
is_linear=0
shrinkage=0.00137286


Tree=1067
num_leaves=18
num_cat=0
split_feature=1 3 151 15 131 132 130 133 123 52 52 15 2 1 133 52 49
split_gain=0.000128255 0.000257486 0.000224718 0.000439244 0.000192691 0.000159035 0.000273546 0.0002952 0.000207746 0.000228504 0.000232673 0.000290197 0.000291495 0.000177771 0.000177063 0.000261971 0.000150249
threshold=0.12500000000000003 0.11296500000000002 0.086470000000000005 0.095175000000000023 0.092225000000000015 0.081240000000000021 -0.0015749999999999998 -0.038089999999999992 1.0000000180025095e-35 -0.088204999999999992 0.11434500000000002 -0.008624999999999999 0.11215000000000001 0.094465000000000007 0.084415000000000018 0.0031350000000000002 -0.047584999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 5 6 -1 -8 9 -9 11 12 13 16 15 -13 -11
right_child=1 -3 -4 -5 -6 -7 7 8 -10 10 -12 14 -14 -15 -16 -17 -18
leaf_value=-0.001862000697928617 0.0018316341591046446 -0.00036700535688033317 0.0017113454100413474 -0.00260219853460108 -0.0017605702241532738 0.0014569083787049518 -0.0015668655845551217 -0.0012560990718701634 0.0019554138646517543 0.00096567946930147767 -0.0010315306577834151 0.00058264674798861769 -0.0018081363686497838 0.0015335362545907008 0.00017240524463191958 0.0032347368678629362 -0.00092538561365550762
leaf_weight=0.0012942734058334895 0.0017038072347259616 0.0017817030235507403 0.0010314920266536456 0.0011942722953139908 0.0010459982496151534 0.0011842969485438273 0.0016065147981017 0.0017098252922493869 0.0010940300259498778 0.001177015719285638 0.0017226781064538796 0.0010742657201676716 0.001146723890760315 0.0016458827977983148 0.0011603260151362704 0.0014061660574825607 0.0016500541998217769
leaf_count=206 149 130 92 355 238 133 395 376 118 65 185 93 73 62 136 110 205
internal_value=0 0.000707746 -0.000129417 -0.000223824 -7.36801e-05 2.50486e-05 -7.65677e-05 7.35503e-05 0.000264698 0.000118972 0.00033304 0.000586885 1.0725e-05 0.000477024 0.00147621 0.00208613 -0.000138064
internal_weight=0 0.00348551 0.0211438 0.0201123 0.0189181 0.0178721 0.0166878 0.0153935 0.013787 0.0126929 0.0109831 0.00926043 0.00561968 0.00447295 0.00364076 0.00248043 0.00282707
internal_count=3121 279 2842 2750 2395 2157 2024 1818 1423 1305 929 744 405 332 339 203 270
is_linear=0
shrinkage=0.00404364


Tree=1068
num_leaves=17
num_cat=0
split_feature=3 484 52 52 52 2 15 0 47 52 13 13 2 3 1 47
split_gain=0.000136939 0.000149199 0.000124107 0.000253013 0.000221426 0.000213436 0.000163519 0.000278659 0.00026334 0.00023309 0.0001894 0.000302821 0.000175704 0.000236698 0.000150912 9.07774e-05
threshold=0.20828500000000003 -0.0068949999999999992 -0.24164999999999998 -0.081429999999999989 -0.07167999999999998 0.091265000000000013 -0.03241999999999999 -0.075684999999999988 0.096175000000000024 0.11434500000000002 -0.095304999999999987 -0.014169999999999999 0.09678500000000001 -0.08824499999999999 0.094385000000000011 0.094160000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 15 5 -5 -4 7 8 14 10 -8 -12 13 -13 -6 -3
right_child=-2 2 3 4 6 -7 9 -9 -10 -11 11 12 -14 -15 -16 -17
leaf_value=-0.0012562464719522062 0.0012535757230741937 -0.0015867270288726452 0.00026414699424045249 -0.0018555661523965517 1.4341639477185884e-05 0.0024421225231010093 0.0011126152738357561 0.0023257576870041124 -0.0010808359080149684 -0.0016808217470672027 -0.0019255823288313037 -0.0003115496659876551 -0.00094423900625793572 0.0020893150690285481 0.0016781184386618709 8.4719531761756458e-06
leaf_weight=0.0015776884929994397 0.0012779607920740945 0.0012482401302958924 0.0016614637459479954 0.0010351962373813485 0.0018483753804827696 0.0012311261466999568 0.0017868904912585713 0.001112634995957147 0.0018133868435459277 0.0015968071465667366 0.0014514701885754953 0.0013952540371329203 0.0013981616542784181 0.0012007622842553859 0.0015971263098739641 0.0010177953650019056
leaf_count=497 144 275 191 53 237 93 67 141 93 206 494 225 54 164 125 62
internal_value=0 -7.97415e-05 7.01639e-06 0.000110939 -8.15052e-05 0.00119112 3.93103e-05 0.000523332 0.000141989 -0.000309974 -7.3173e-06 -0.000374803 0.000188745 0.000798947 0.000785568 -0.00087024
internal_weight=0 0.0229724 0.0213947 0.0191287 0.0162361 0.00289259 0.0152009 0.00637152 0.00525889 0.00882935 0.00723254 0.00544565 0.00399418 0.00259602 0.0034455 0.00226604
internal_count=3121 2977 2480 2143 1859 284 1806 596 455 1210 1004 937 443 389 362 337
is_linear=0
shrinkage=0.00396435


Tree=1069
num_leaves=18
num_cat=0
split_feature=41 2 48 1 2 1 3 4 16 457 15 4 15 15 4 12 4
split_gain=0.000132337 0.000164325 0.000169739 0.000182494 0.000224295 0.0003414 0.000296985 0.000264678 0.000195831 0.000308059 0.000236786 0.00022341 0.00025011 0.000179654 0.000206802 0.000221935 4.90304e-05
threshold=0.078475000000000017 -0.0091949999999999983 -0.086869999999999989 0.10538500000000002 0.10527500000000002 0.13075500000000004 0.10732000000000001 0.071150000000000005 -0.094359999999999986 0.084365000000000009 -0.037864999999999989 -1.0000000180025095e-35 1.0000000180025095e-35 0.088655000000000025 -0.51843499999999987 0.089735000000000023 -0.083854999999999985
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 8 5 -5 -6 -8 11 10 -10 -4 -13 14 -12 16 -16
right_child=-2 2 3 4 6 -7 7 -9 9 -11 13 12 -14 -15 15 -17 -18
leaf_value=0.0013348261514347425 -0.0011285046787241919 -0.0014983767099081809 0.00011226778873788151 -0.0015140603651197303 0.0028261158654773154 0.0011989537817369274 0.0016209761194419319 -0.00084273706012356745 -0.0016327039159298689 0.0020054820286551358 -0.00091427093554741668 -0.0031526049229010623 -0.00042229679275017622 -0.0012276245078054826 0.0006398286098659899 0.0019361356688871818 -0.00056103136522411585
leaf_weight=0.0015038775344202717 0.0015503676555583814 0.0011560734285200871 0.0016651409509816362 0.0015622937603545486 0.0012198620660197612 0.0013666207139622077 0.0014753529649524921 0.0012797423946251385 0.0014406694900128119 0.0011635225209420961 0.0012900889188238712 0.0010883608740174218 0.001022840364484523 0.0012163482413899418 0.0010867798204258188 0.0018087243118514174 0.0010512084371083839
leaf_count=158 148 67 144 113 191 29 76 87 489 98 42 191 53 540 265 155 275
internal_value=0 6.91447e-05 -2.19563e-05 6.4521e-05 0.000584253 -0.000248178 0.00119762 0.000476581 -0.000215068 0.000101139 -0.000179554 -0.000973474 -0.00182982 0.000144862 0.000463649 0.000914059 4.93884e-05
internal_weight=0 0.0223975 0.0208936 0.0197376 0.00690387 0.00292891 0.00397496 0.0027551 0.0128337 0.00905734 0.00789382 0.00377634 0.0021112 0.00645315 0.0052368 0.00394671 0.00213799
internal_count=3121 2973 2815 2748 496 142 354 163 2252 1864 1766 388 244 1277 737 695 540
is_linear=0
shrinkage=0.00396435


Tree=1070
num_leaves=31
num_cat=0
split_feature=39 9 42 156 151 1348 1456 14 1374 33 4 41 158 1374 133 38 156 0 51 40 3 43 4 0 160 48 15 16 1 3
split_gain=0.00150534 0.00114238 0.00104396 0.00108404 0.000899807 0.00100257 0.00101841 0.000855375 0.000864099 0.000797804 0.000788075 0.000857475 0.000838081 0.000717306 0.00075429 0.000790633 0.000796708 0.000789045 0.000682412 0.000651368 0.00117101 0.000639585 0.00116455 0.000764501 0.000594985 0.000771182 0.000568967 0.000856031 0.000802573 0.00046751
threshold=0.16946000000000003 -0.036024999999999995 -0.26584999999999998 -1.0000000180025095e-35 -0.5145249999999999 0.090205000000000021 -1.0000000180025095e-35 0.076175000000000007 0.093235000000000012 -0.0066799999999999993 0.27287000000000006 0.079885000000000025 0.085900000000000018 -0.094929999999999987 0.18829500000000002 0.091770000000000004 0.09747500000000002 -0.23051499999999997 0.11144500000000002 -0.082239999999999994 0.149315 -0.51144999999999985 -0.49405499999999997 0.041630000000000007 -0.23055499999999998 -1.0000000180025095e-35 0.040760000000000005 -0.083134999999999987 1.0000000180025095e-35 0.11924500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 -5 6 -6 8 9 -8 11 12 13 -11 15 16 17 -15 29 -19 21 -21 -23 24 -24 -26 28 -28 -27 -12
right_child=-2 2 3 4 5 -7 7 -9 -10 10 18 -13 -14 14 -16 -17 -18 19 -20 20 -22 22 23 -25 25 26 27 -29 -30 -31
leaf_value=0.0014005490413738985 0.0014008567170881059 -0.0014005855201026367 -0.0014004306235173044 -0.0012831404293007264 -0.0010664966660702724 0.0013876863921939327 -0.0010538840148446888 -0.0011017468424909871 -0.0010161563279879363 -0.00080632709726838618 0.0011267326381815873 -0.0011409354783606877 -0.0011125872179036215 0.0012353016639073179 -0.00082256851240598817 -0.00086790054546744553 -0.00095382923085098536 -0.00048118458735572201 -0.00041971159226244207 0.00093390298159703967 0.0012750078176481114 -0.001070171168756062 -0.0008367343857364519 0.0010053224822692878 -0.00097787404756568674 -0.00024852365505957804 0.00025707328230607969 -0.00085345443623424785 0.00072512631295490741 0.00021296928920841698
leaf_weight=0.0010388991697158892 0.0014307288008481569 0.0011521129664693311 0.0011459182478961152 0.0010886962966694105 0.0017736709822311339 0.0010057471953146538 0.0011861306798905949 0.0013106142492418362 0.0014570794778308018 0.0015971075909106949 0.0031633022024912796 0.0011761916195212043 0.0011323238409435268 0.0016180673114831587 0.0014845230677105184 0.0013101853749049033 0.0010553225194647178 0.0023196948663297681 0.0010835480248942986 0.0021483926791461229 0.0021833515766758174 0.0014710731957876351 0.0011761497517737132 0.0021715884362265561 0.0010379305493550808 0.0021708390228150423 0.0052311796201171875 0.0018397651043633662 0.0070559739367297425 0.001681594803287112
leaf_count=89 23 18 163 50 250 33 29 76 41 35 165 51 123 14 268 30 145 47 15 14 58 40 130 35 47 285 332 304 142 69
internal_value=0 -5.39855e-05 -8.18514e-05 -5.32258e-05 -2.34976e-05 3.47591e-06 -2.44593e-05 1.3996e-05 4.52744e-05 7.94198e-05 0.000109896 3.61385e-05 7.3553e-05 0.000110995 0.000153741 0.000197942 0.000242303 0.000283794 0.0005849 0.000230346 0.000292663 0.00020441 0.000133669 0.00021929 0.000127082 0.000192472 0.000267007 -3.18712e-05 0.000496051 0.000809578
internal_weight=0 0.055267 0.0542281 0.053076 0.05193 0.0508413 0.0498356 0.0480619 0.0467513 0.0452942 0.0441081 0.0381797 0.0370035 0.0358711 0.034274 0.0327895 0.0314793 0.030424 0.00592845 0.0288059 0.0264862 0.0243029 0.0221545 0.0206834 0.0185118 0.0173357 0.0162978 0.00707094 0.00922681 0.0048449
internal_count=3121 3098 3009 2991 2828 2778 2745 2495 2419 2378 2349 2100 2049 1926 1891 1623 1593 1448 249 1434 1387 1329 1315 1275 1240 1110 1063 636 427 234
is_linear=0
shrinkage=0.00140032


Tree=1071
num_leaves=20
num_cat=0
split_feature=52 1 0 52 4 47 1 4 2 16 4 0 2 3 49 2 0 12 1
split_gain=0.000124509 0.000225704 0.000159607 0.000216908 0.000279862 0.000170966 0.000249406 0.000231893 0.000218646 0.000176182 0.000331691 0.000174908 0.000316909 0.000147723 0.000123983 0.000117842 0.000110941 8.78487e-05 7.00245e-05
threshold=-0.24164999999999998 0.13436000000000001 -0.062294999999999996 0.11434500000000002 -0.51843499999999987 0.096175000000000024 0.094385000000000011 0.076415000000000025 0.092875000000000013 -0.083134999999999987 0.0061450000000000003 -0.084269999999999984 0.089885000000000007 -0.066704999999999987 -1.0000000180025095e-35 0.10045500000000002 -0.15202999999999997 0.051320000000000005 0.084525000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=17 2 5 4 -4 6 8 14 9 11 18 12 -2 -7 -8 -6 -9 -1 -11
right_child=1 -3 3 -5 15 13 7 16 -10 10 -12 -13 -14 -15 -16 -17 -18 -19 -20
leaf_value=-5.908914654005896e-05 -0.0015569861071718925 0.0014453737253889824 -0.00068948411832541379 -0.00072585781516249198 0.00090612788286487903 -8.3531343458755032e-05 0.00059403337959695087 -0.00088321498866621173 -0.0017514767282419995 -0.0022529579070277011 0.00064211453396096252 0.0016330081446633699 0.0011185133548624224 -0.0019204077387295403 0.0023412752713073766 0.0023644098457150401 0.00071477795372614211 -0.0014471057543933156 -0.00093920612997797743
leaf_weight=0.0011153805679575681 0.0010698936844543705 0.0014521910836164933 0.001021915177915389 0.0013646364930259836 0.0017901278149858894 0.0010060770212660941 0.0010035666225647333 0.0012249415816398823 0.0013270163486562847 0.0010943687367682116 0.001379468978258469 0.0010618701175066905 0.0012235084453884326 0.0012859086005141416 0.001094797992723163 0.0011889280060390917 0.0010320518521718114 0.0012430498521865951 0.0010020091316016444
leaf_count=66 343 190 37 77 115 113 96 62 379 543 38 120 61 73 117 96 71 308 216
internal_value=0 7.81714e-05 -2.02586e-05 0.0005103 0.000931925 -0.000212537 -4.74049e-05 0.000646371 -0.000417789 -0.000158706 -0.000725257 0.000428205 -0.000129632 -0.0011141 0.00150564 0.00148812 -0.000152503 -0.000790666 -0.00162502
internal_weight=0 0.0216233 0.0201711 0.00536561 0.00400097 0.0148055 0.0125135 0.00435536 0.00815814 0.00683112 0.00347585 0.00335527 0.0022934 0.00229199 0.00209836 0.00297906 0.00225699 0.00235843 0.00209638
internal_count=3121 2747 2557 325 248 2232 2046 346 1700 1321 797 524 404 186 213 211 133 374 759
is_linear=0
shrinkage=0.00359063


Tree=1072
num_leaves=31
num_cat=0
split_feature=39 14 3 51 1365 159 4 13 13 39 50 1 52 16 157 1213 43 1374 457 43 2 3 160 160 52 1 15 1 12 16
split_gain=0.00115174 0.00097372 0.00107153 0.000845133 0.00071112 0.000771185 0.000788844 0.000736418 0.00109005 0.00072232 0.000685924 0.000592668 0.000588467 0.00072535 0.000691166 0.00101379 0.000639426 0.000570767 0.000531904 0.000545318 0.000643084 0.000838717 0.000697697 0.000678848 0.00152234 0.000469432 0.000441707 0.00040416 0.000775288 0.000738233
threshold=0.16946000000000003 0.076175000000000007 0.30112000000000005 -0.25354999999999994 1.0000000180025095e-35 -0.032739999999999991 -0.0035949999999999997 -0.53104499999999988 -0.47860499999999995 0.0046100000000000004 0.10330000000000002 0.077845000000000011 -0.23798499999999997 0.23311500000000004 -0.08107499999999998 -1.0000000180025095e-35 -0.34140499999999996 0.085030000000000008 -0.052389999999999992 -0.14968999999999996 0.11215000000000001 0.10299500000000002 0.099315000000000014 0.092070000000000013 0.090245000000000006 0.11230000000000001 -0.049819999999999996 0.10723500000000001 0.090020000000000017 -0.082404999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 26 5 6 -5 -7 -9 12 -8 -11 -10 14 -14 -16 -17 18 -18 -20 21 22 23 24 27 -22 -1 28 29 -21
right_child=-2 -3 -4 4 -6 7 10 8 9 11 -12 -13 13 -15 15 16 17 -19 19 20 25 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0001580834840168003 0.0011490538203439938 -0.00085565822061911263 0.00081766588641500463 -0.0011488289588268083 -0.00086102905440959816 -0.00086405944604801713 0.00047693482985737589 0.0011489863562992686 -0.00062093053845153033 -9.5973778395134208e-05 -0.00078413972374156721 0.00087857362197099804 0.00055524802378285182 0.00072977016760633216 -0.0010129473466343386 -0.00072773385440282425 0.00087888194152595017 -0.00074468143364662953 0.00058299494208839317 0.00051861313407397362 -0.00086866758527360871 0.00091071309148804149 -0.00073802377553912964 0.00080150119066825629 -0.00096899416491119173 -7.4756366662178959e-05 -0.0011489027622967026 0.0007945440458457365 -0.00062426630663901209 -0.00018330825882021892
leaf_weight=0.0010637363587751025 0.0010896980577683726 0.0018811663528062175 0.0019651212777693763 0.0014553491731552626 0.0012688556204309967 0.0011150924729577119 0.0013129635374786721 0.0012256974832780534 0.001914884400889382 0.0012672598292553508 0.0010047255767000607 0.0023515830904816681 0.0026379080858855977 0.0018660965202599291 0.0013990187559891334 0.0015464453896179 0.0010289759262338541 0.0011884508992210377 0.0021753282357011008 0.0047410693409464105 0.0018143832746773106 0.0014504025200494644 0.0015347283878686105 0.0015248488871435492 0.0018644913441541186 0.0021444607465923582 0.00134380068771378 0.0011609269748191773 0.0017138751223648727 0.0033918516577993302
leaf_count=103 23 101 130 250 62 8 64 10 248 47 74 227 154 34 430 52 29 42 49 161 54 23 68 23 185 54 39 19 192 166
internal_value=0 -4.41696e-05 -1.39244e-05 -4.76138e-05 -1.29623e-05 1.10407e-05 -0.000485973 5.67142e-05 8.24197e-05 4.86545e-05 -6.9745e-05 0.000537303 -1.72827e-06 3.40036e-05 -7.45503e-06 -5.92123e-05 -1.03016e-05 3.28117e-05 7.04568e-05 3.50836e-05 -2.0766e-05 7.44003e-05 -1.73612e-06 7.67522e-05 -9.10191e-06 -0.000438615 -0.000711123 0.000153485 7.79047e-05 0.000225875
internal_weight=0 0.0523535 0.0504723 0.0485072 0.0460997 0.0448308 0.00377304 0.0410578 0.0399427 0.038717 0.00231769 0.00361884 0.0350981 0.0331833 0.0313172 0.0286793 0.0272802 0.0257338 0.0245453 0.0235164 0.021341 0.0173822 0.0159318 0.0143971 0.0128722 0.00395884 0.00240754 0.0110077 0.0098468 0.00813292
internal_count=3121 3098 2997 2867 2725 2663 388 2275 2267 2257 138 274 1983 1735 1701 1547 1117 1065 1023 994 945 837 814 746 723 108 142 538 519 327
is_linear=0
shrinkage=0.00114875


Tree=1073
num_leaves=31
num_cat=0
split_feature=39 42 151 401 150 1456 16 33 10 403 14 11 453 1374 457 132 150 13 376 159 52 15 130 13 159 133 2 15 16 49
split_gain=0.00131637 0.00118511 0.000958632 0.000914574 0.000832478 0.00103077 0.000894959 0.000744261 0.000779088 0.000662834 0.000635204 0.000612254 0.000625642 0.00062973 0.000694178 0.000698082 0.000555292 0.000597936 0.000791054 0.00059086 0.000543456 0.000469432 0.000582544 0.000759056 0.000662778 0.000935935 0.000857425 0.00039454 0.000511524 0.000380245
threshold=0.16946000000000003 -0.26584999999999998 -0.5145249999999999 0.10076500000000001 -0.22665999999999997 -1.0000000180025095e-35 -0.53943499999999989 -0.0066799999999999993 -1.0000000180025095e-35 -0.092474999999999988 0.080160000000000023 0.082245000000000013 1.0000000180025095e-35 -0.094929999999999987 0.080930000000000016 -1.0000000180025095e-35 0.097210000000000005 -0.53104499999999988 1.0000000180025095e-35 -0.032739999999999991 -0.43320999999999993 0.095175000000000023 -1.0000000180025095e-35 -0.00051499999999999994 0.091530000000000014 -0.038089999999999992 0.10584500000000001 -0.090344999999999995 0.0039400000000000008 -0.0060549999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 -4 -6 -7 -8 -9 -10 11 12 13 -11 15 -15 17 -17 19 -19 -21 22 23 -22 25 -24 -26 -16 -29 -27
right_child=-2 2 3 -5 5 6 7 8 9 10 -12 -13 -14 14 27 16 -18 18 -20 20 21 -23 24 -25 26 29 -28 28 -30 -31
leaf_value=-0.0012939751808736966 0.0012940623923637076 -0.0012126059942575676 0.00091987875233080156 -0.0012174601719539639 -0.00098893952135463404 0.00087697290209440206 -0.00092473269509745035 0.0008408856052068152 -0.00091791843672263656 -0.0006545408476691237 -0.00093032033088419255 -0.00059608816328040346 -0.00077668035197331635 -0.00097777084130836129 0.0011653507779162766 -0.00059037612687448454 -0.00062508465383273484 -0.00055002602347848815 0.0012938289501260726 -0.00065062576599702324 0.00040772494496872121 -0.0002700051232704117 -0.0002994840805688188 -0.0010428075291053459 -0.0010233339069220251 7.5119998285908931e-05 0.00047732378181032669 -0.00011817699554008978 0.0010541089743304837 0.00074447202062151636
leaf_weight=0.0012892583578363306 0.0012132168915144339 0.0011393105900694414 0.0016340056487535995 0.0010341546899645939 0.001766864647219756 0.0019441226355922858 0.0014703128636455167 0.0018149076629470065 0.0013461661074662947 0.0017337658657154966 0.0011811747563150723 0.0024361858171886288 0.0013955231958870931 0.0010159609680795425 0.0015207371379446499 0.0016849691051845595 0.0016110912578284333 0.0018273429920228059 0.0010704528569380747 0.0011545483754324916 0.0013031124471178934 0.0024774895583608006 0.0019964780481647191 0.0011250270740035253 0.0011477109712778591 0.0016384228191030923 0.0014325990979369152 0.0016039862015446707 0.0010185118466381482 0.010673486397158718
leaf_count=18 23 50 24 165 284 81 34 118 341 38 47 116 57 235 46 23 90 239 48 134 76 130 148 41 70 87 48 61 26 223
internal_value=0 -6.84103e-05 -3.87088e-05 -1.30182e-05 1.1393e-05 -1.86625e-05 1.7335e-05 -1.92509e-05 1.08634e-05 -2.46696e-05 4.62398e-06 3.23241e-05 7.32239e-05 0.000106137 0.000144585 7.63725e-05 0.000113122 0.00015632 0.000204998 0.000157955 0.000214329 0.00026015 0.000328145 -0.000264349 0.00041333 0.000522161 -0.000190162 0.000641108 0.000337109 0.000655397
internal_weight=0 0.0544877 0.0531984 0.0520591 0.051025 0.049391 0.0476241 0.04568 0.0442097 0.0423947 0.0410486 0.0398674 0.0374312 0.0360357 0.0343019 0.0301587 0.0291427 0.0275316 0.0258467 0.0247762 0.0229489 0.0217943 0.0193168 0.00242814 0.0168887 0.0143084 0.00258031 0.00414324 0.0026225 0.0123119
internal_count=3121 3098 3080 3030 2865 2841 2557 2476 2442 2324 1983 1936 1820 1763 1725 1592 1357 1267 1244 1196 957 823 693 117 576 458 118 133 87 310
is_linear=0
shrinkage=0.00129368


Tree=1074
num_leaves=19
num_cat=0
split_feature=147 11 4 159 0 16 0 43 0 42 16 1 3 3 0 160 15 3
split_gain=0.000129612 0.00026136 0.000219968 0.000204315 0.000205378 0.000344359 0.000309485 0.000234205 0.00020337 0.00039918 0.000224807 0.000143139 0.000118708 0.000114213 0.000105864 0.000140589 9.84042e-05 9.46427e-05
threshold=0.089025000000000007 0.087830000000000005 0.27287000000000006 -0.032739999999999991 0.18019500000000002 0.26676500000000009 -0.077999999999999986 -0.074359999999999996 -0.10011499999999998 0.08623500000000002 -0.36241499999999999 0.094385000000000011 0.11658 -0.03694999999999999 -0.13027499999999997 0.08325500000000001 -0.074054999999999996 -0.12018999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 6 8 -7 10 -10 -5 14 -4 17 15 -12 -13 -8
right_child=-2 -3 12 4 -6 7 13 -9 9 -11 11 16 -14 -15 -16 -17 -18 -19
leaf_value=-0.0015918823414565169 0.001249841394929112 -0.0017803451997324888 0.0021784966493360938 -0.0012376432664823608 0.0016088819001372121 -0.00022613048954395258 0.0012590771174892351 -0.0027504032281854131 -0.002699777145969977 0.00012762838045554599 0.0010642193311567658 0.0017112846154598122 0.00031840007392302036 0.0018141027090381901 -0.0011349406464693265 -0.00079008073627799828 0.00016791862559773765 -0.0001888332165591285
leaf_weight=0.0012954561652497301 0.0011747335923830695 0.0012802877715447627 0.001017120183596453 0.0015376975907552826 0.001131886603523923 0.0010762709439036122 0.0013104984243064166 0.0011468594737309426 0.0013218508069681176 0.0017567236626183647 0.0015785710366618133 0.0016068505551558587 0.0010566976322436972 0.0015965037641696477 0.0010284445139312438 0.0010146265403285781 0.0010203034004803158 0.0014218025124215217
leaf_count=392 124 118 173 95 22 121 49 150 708 366 67 97 87 130 67 33 23 299
internal_value=0 -7.34369e-05 2.62674e-05 -9.96008e-05 4.62029e-06 -9.96366e-05 0.000109408 -0.00152834 -0.000240719 -0.00108638 9.36328e-05 0.000421232 0.0012307 0.000988207 -7.97745e-05 0.000338697 0.00111189 0.000505631
internal_weight=0 0.0231985 0.0219182 0.0198443 0.0185489 0.017417 0.0151939 0.00222313 0.0108651 0.00307857 0.00778649 0.0062488 0.00207382 0.0043288 0.00362164 0.0025932 0.00262715 0.0027323
internal_count=3121 2997 2879 2619 2227 2205 1934 271 1456 1074 382 287 260 478 167 100 120 348
is_linear=0
shrinkage=0.00388662


Tree=1075
num_leaves=19
num_cat=0
split_feature=49 15 41 42 0 43 133 52 0 52 16 47 52 52 4 4 16 0
split_gain=0.000115755 0.000289295 0.000163832 0.000139588 0.000126085 0.000309252 0.000235319 0.000315552 0.000195365 0.00022233 0.000248979 0.00016503 0.000180661 0.000265737 0.000169441 0.000164554 0.000161084 0.000337348
threshold=-0.14917999999999998 0.091915000000000011 0.078475000000000017 0.084755000000000011 -0.077999999999999986 -0.086304999999999979 -0.0077049999999999992 0.11434500000000002 -0.053834999999999994 0.095415000000000014 0.15891500000000003 0.087235000000000021 -0.0064899999999999992 -0.081429999999999989 0.2623950000000001 0.0052350000000000009 -0.23935499999999996 -0.11437499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 4 -1 5 -2 -6 8 -8 10 -10 12 13 -7 -13 -15 -14 -18
right_child=1 -3 -4 -5 6 11 7 -9 9 -11 -12 14 16 15 -16 -17 17 -19
leaf_value=-0.00015632498261543466 -0.0020544819041917388 -0.0022127062269978264 -0.0013964960845627313 0.0020506622262526672 0.0022671554415736391 0.0011217807811349685 0.0017946338837235717 -0.0016553655466255656 0.0010976856762918573 0.0017518933429124554 -0.0015531570977949723 -0.0015508722015904293 -0.0002513019323412984 -0.0023953293027217833 0.00060477050754627858 -5.5727922743688096e-05 0.0034892341937849567 0.00042121991332218109
leaf_weight=0.0010103797960336882 0.001360168739907964 0.0010888997636671052 0.0013671199102809331 0.0010185132715676559 0.0011623281536237151 0.0014431562394063846 0.0017994315249665882 0.001288517149907964 0.0010142821390393165 0.0010416526229732881 0.0016428154509333659 0.0018187694907108032 0.0011817899307628981 0.0010562216520091355 0.001000332470662002 0.001072184088514283 0.0010379783078349174 0.0016311081547393264
leaf_count=61 349 434 127 37 113 190 243 94 113 16 184 140 154 168 38 43 35 582
internal_value=0 -9.8586e-05 1.14666e-05 0.000951592 0.000109921 -0.000169731 0.000518077 0.00021852 0.000657672 0.000104543 -0.000541263 8.05803e-05 0.0004097 -0.000271826 -0.000785962 -0.00121676 0.00104179 0.00161434
internal_weight=0 0.0220068 0.0209179 0.00202889 0.0195507 0.0116017 0.00794903 0.0067867 0.00549818 0.00369875 0.0026571 0.0102415 0.00742244 0.00357156 0.0028191 0.00212841 0.00385088 0.00266909
internal_count=3121 3023 2589 98 2462 1699 763 650 556 313 297 1350 1172 401 178 211 771 617
is_linear=0
shrinkage=0.004207


Tree=1076
num_leaves=18
num_cat=0
split_feature=484 4 11 52 52 13 13 3 4 130 3 52 43 3 43 0 0
split_gain=0.000123565 0.000172614 0.000196784 0.000149408 0.000292961 0.000148494 0.000256572 0.000238593 0.000189089 0.000223982 0.000196462 0.000161442 0.000182379 0.000143406 0.000118812 0.000113261 8.42239e-05
threshold=-0.0068949999999999992 0.27044500000000005 1.0000000180025095e-35 0.19022000000000003 0.12603000000000003 -0.094514999999999988 -0.033284999999999988 0.097915000000000016 -1.0000000180025095e-35 -0.0015749999999999998 -1.0000000180025095e-35 -0.0064899999999999992 -0.09225499999999999 -0.074939999999999993 -0.082689999999999986 -0.15202999999999997 -0.10474999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 13 14 8 9 -8 -10 -11 -13 -2 -7 -3 -15
right_child=1 15 -4 -5 -6 6 7 -9 10 11 -12 12 -14 16 -16 -17 -18
leaf_value=-0.00097608195282134446 0.0018338204347520875 0.00024832431145010612 -0.0016061464463687802 -0.0011828886351867957 0.0020170219544315866 -0.00030407191265258837 -0.00062691869876513318 -0.0011264648116218127 -0.0014571331926884214 0.00036412683567297081 0.00038689626089428547 0.00083777393026026432 0.00300012463421613 -0.00056896085666863889 -0.0019445432730123289 0.0017013715883540149 0.00080145742868376274
leaf_weight=0.0016444998673988956 0.001003828127659645 0.0016165570887043401 0.0010463151213992985 0.0012716745749952177 0.0010244279612017229 0.001019075933856417 0.0011331118244081728 0.0018237115124062351 0.0012850898972494029 0.0016164765016870551 0.0019522939932699185 0.0010600922434189615 0.0010330453572475222 0.0010881976511196711 0.0014137415126020915 0.0012967546583867442 0.0013451303076230598
leaf_count=503 61 100 152 251 53 168 207 58 142 194 38 88 187 54 571 246 48
internal_value=0 6.46436e-05 -6.19173e-05 2.74994e-05 0.000119129 -4.12921e-06 -0.000191697 7.00797e-05 0.000340144 0.000798231 -0.000345097 0.00123355 0.00190498 0.000669089 -0.00125737 0.000895095 0.000188599
internal_weight=0 0.0220295 0.0191162 0.0180699 0.0167982 0.0157738 0.0123366 0.00990382 0.00808011 0.00484273 0.00323738 0.00370961 0.00209314 0.00343716 0.00243282 0.00291331 0.00243333
internal_count=3121 2618 2272 2120 1869 1816 1653 914 856 676 180 469 275 163 739 346 102
is_linear=0
shrinkage=0.00366245


Tree=1077
num_leaves=18
num_cat=0
split_feature=1 3 3 0 2 12 3 159 151 16 52 15 403 12 49 0 16
split_gain=0.00012538 0.000184247 0.000324395 0.000233493 0.000200679 0.000177232 0.000238164 0.000218042 0.000175166 0.00019194 0.000253189 0.000169562 0.000337629 0.000316593 0.000187392 0.000159849 0.00011403
threshold=0.10752500000000002 0.10893000000000001 0.16158000000000003 -0.033209999999999996 0.11144000000000001 0.10742000000000002 0.10299500000000002 0.082585000000000006 -0.086769999999999986 0.25084500000000004 0.091820000000000013 0.088235000000000022 0.03138500000000001 0.084100000000000022 -0.061079999999999988 -0.15350499999999997 -0.056919999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 3 15 4 -2 6 7 8 -1 10 11 13 -13 14 -10 -3 -16
right_child=1 2 -4 -5 -6 -7 -8 -9 9 -11 -12 12 -14 -15 16 -17 -18
leaf_value=0.0015282409994814903 -0.00042837014103043187 -5.4851613996631099e-05 0.001719069926101614 0.0030072217474839931 0.0019890763534775135 -0.0020888737089373006 0.0014848317234952071 -0.0020158429373284652 -0.0017000076853639413 0.0014717025910951818 -0.0021133562071486743 -0.00089411970035034323 0.0028161511705680304 -0.0026519484464427616 0.0013049948841276421 -0.0025758237643502815 -0.00054112377709156451
leaf_weight=0.0012490086413361476 0.0019446358750214721 0.0010342353559451567 0.0010982321756594082 0.0010673556342875026 0.0011968132679931465 0.0010467967432382088 0.0017755367472460657 0.0014663760950186519 0.0010205150894506687 0.0011552471065965362 0.0017744336829259577 0.0010638745125830518 0.0010527684109353785 0.0012460516451625048 0.0018870805440829308 0.001141675001861131 0.0011690297996540533
leaf_count=159 148 29 139 108 136 193 83 289 58 214 461 235 59 572 107 30 101
internal_value=0 0.000487476 -0.000338881 0.00113032 0.000492616 -0.0002416 -0.00011147 -0.000328087 -0.000115065 -0.000313011 -0.000536784 -0.000160738 0.000951282 -0.00060295 2.33421e-05 -0.00137758 0.000598814
internal_weight=0 0.00748295 0.00327414 0.0042088 0.00314145 0.0159067 0.0148599 0.0130844 0.011618 0.010369 0.00921375 0.00743932 0.00211664 0.00532268 0.00407663 0.00217591 0.00305611
internal_count=3121 590 198 392 284 2531 2338 2255 1966 1807 1593 1132 294 838 266 59 208
is_linear=0
shrinkage=0.00464487


Tree=1078
num_leaves=17
num_cat=0
split_feature=147 11 52 52 15 4 403 42 484 133 51 47 4 3 4 43
split_gain=0.000122088 0.000225486 0.000158974 0.000328379 0.000181553 0.000175487 0.000153253 0.000224989 0.000160708 0.000235635 0.000292873 0.0002391 0.000295672 0.000425021 0.000303728 9.4789e-05
threshold=0.089025000000000007 0.087830000000000005 0.19022000000000003 0.13389000000000004 -0.15026499999999995 0.25615500000000008 0.096440000000000012 0.09832500000000001 0.085515000000000022 -1.0000000180025095e-35 -0.031924999999999995 0.09550500000000002 -0.0016099999999999997 0.090900000000000009 -0.35136499999999998 -0.088909999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 6 7 8 9 -6 -11 12 14 -14 -12 -16
right_child=-2 -3 -4 -5 5 -7 -8 -9 -10 10 11 -13 13 -15 15 -17
leaf_value=0.0011906747955235098 0.0012610554458117086 -0.0017387573349927541 -0.0011391441185679874 0.0023068591565023723 -0.0020370960336166814 -0.0016476037682075673 -0.0014218943833858714 0.0016941812683651802 0.0011666069447418478 -0.0016432943917925255 -0.00077145717492997439 0.002033946131943922 -0.0022908400456735948 0.00069755606217259097 0.00039269471641535018 0.0018824867012697617
leaf_weight=0.0018207517706685895 0.0011353442518036152 0.0012057113127270638 0.0016932500568902489 0.0010287374327457846 0.0010242051969533436 0.0011146060094100454 0.0011293130228565715 0.0012599767718184116 0.0014769905729505881 0.0015255393392717463 0.0015805960007213562 0.0010294727369664081 0.0016826751616275679 0.0013464758001013877 0.0010161690527301648 0.001977125178427741
leaf_count=281 124 118 341 52 497 76 184 231 192 271 55 79 126 41 153 300
internal_value=0 -7.22011e-05 2.48431e-05 0.000128507 3.89799e-06 -0.00012979 -1.737e-05 9.65837e-05 -6.24254e-05 -0.00022476 -4.20279e-05 0.000240948 -1.82866e-06 -0.00096248 0.000634382 0.00137673
internal_weight=0 0.0219116 0.0207059 0.0190126 0.0179839 0.0161631 0.0150485 0.0139192 0.0126592 0.0111823 0.0101581 0.00863251 0.00760304 0.00302915 0.00457389 0.00299329
internal_count=3121 2997 2879 2538 2486 2205 2129 1945 1714 1522 1025 754 675 167 508 453
is_linear=0
shrinkage=0.00396435


Tree=1079
num_leaves=31
num_cat=0
split_feature=39 39 3 14 1425 151 4 150 160 4 9 1456 42 43 43 130 16 47 51 13 150 0 0 133 130 13 4 52 151 150
split_gain=0.00164212 0.00107332 0.00152901 0.000994883 0.000997379 0.00103005 0.00121551 0.00130704 0.00109478 0.000971462 0.000830857 0.000997795 0.000814292 0.000925416 0.00106282 0.00094815 0.000795664 0.000767787 0.00113762 0.000713021 0.000688812 0.00067466 0.000587426 0.00131496 0.000582458 0.000903513 0.000718667 0.000802812 0.000524551 0.000622986
threshold=0.16946000000000003 0.15009500000000003 0.31299000000000005 0.076175000000000007 1.0000000180025095e-35 -0.5145249999999999 0.27834500000000006 -0.22665999999999997 -0.091944999999999985 -0.39518999999999993 0.091600000000000015 -1.0000000180025095e-35 -0.11051499999999999 -0.074359999999999996 -0.0037449999999999996 -0.086274999999999991 0.22339500000000004 0.10954500000000002 0.10681500000000001 -0.095304999999999987 0.091355000000000006 0.15398500000000004 -0.084269999999999984 -0.0061299999999999992 -0.07639 -1.0000000180025095e-35 0.033845000000000007 -0.0064899999999999992 -1.0000000180025095e-35 0.083555000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 -1 7 -7 9 -9 11 -10 -13 15 -15 -14 19 18 -8 22 28 -18 23 -16 -21 -26 27 -27 29 -17
right_child=-2 -3 -4 -5 -6 6 17 8 10 -11 -12 12 13 14 16 20 21 -19 -20 24 -22 -23 -24 -25 25 26 -28 -29 -30 -31
leaf_value=-0.0012503311431271927 0.0013464807843888344 -0.0013369524538002873 0.0013460150247017954 -0.0010065434211540909 -0.0013465785717265708 0.001125062803768797 0.0010612823383048279 0.00013855670038876713 -0.0013460347134309663 -0.001198352137667807 0.00097175435159408807 -0.0010423668234205974 -0.00079276957818993291 -0.0008533529623331326 -0.001026815396152399 -0.00083104360360942845 -0.0011321932367270538 -0.00043651125869521894 -0.00051673307581782328 0.00089377812055296162 -0.00063453458770462885 5.0701852925703929e-05 0.0011110141202010319 0.00087134794800613384 -0.0013175131869340396 -0.00012476582325723735 -0.00051703092318832725 0.00083261673085510473 0.00066274192772179945 0.00065667890235526739
leaf_weight=0.0011904097082435774 0.0015400566827992171 0.001170991321487235 0.0014162697903516977 0.0019822119479062641 0.0010332091984817096 0.0016281828001183376 0.0044411560726462787 0.0014948289792471314 0.0010810804982765978 0.0028849076264192411 0.0014350999764474173 0.0014017253665081766 0.0013093359643256983 0.0033689222302277768 0.0010783404312366685 0.0010327198783617328 0.0020176769404676156 0.0011647640706904383 0.0010171626129444888 0.0010158642722899467 0.00103225590243028 0.0015402477365569212 0.0018770135577597094 0.0017089208022298408 0.0011220288255220376 0.0045661320993808374 0.0038346936271942411 0.0024317078251510083 0.0085921173557368391 0.0010072123202533589
leaf_count=49 23 11 119 100 77 15 211 20 178 353 16 110 33 498 54 107 106 16 15 23 75 6 19 17 292 57 33 72 365 51
internal_value=0 -6.08147e-05 -3.57864e-05 -6.936e-05 -3.63681e-05 -1.18772e-05 1.53816e-05 -5.99942e-05 -0.000102093 -0.000742058 -3.4477e-05 -7.05618e-05 -3.51484e-05 2.46543e-06 -0.00015113 0.000293251 -3.95002e-05 0.000555525 0.000767218 7.7642e-05 0.000415158 -0.000620111 0.000528956 0.000136983 -8.46543e-05 -0.000167799 -4.87118e-05 0.000207919 0.000517072 -9.64837e-05
internal_weight=0 0.0608772 0.0597062 0.0582899 0.0563077 0.0552745 0.0540841 0.047461 0.0458328 0.00437974 0.0414531 0.040018 0.0389369 0.0375352 0.0245615 0.0129736 0.0211926 0.00662308 0.00545832 0.0176347 0.0116643 0.00355792 0.00466427 0.00278726 0.0129704 0.0119546 0.0108325 0.00699784 0.010632 0.00203993
internal_count=3121 3098 3087 2968 2868 2791 2742 2500 2485 373 2112 2096 1918 1808 1177 631 679 242 226 567 598 112 90 71 477 454 162 129 523 158
is_linear=0
shrinkage=0.00134594


Tree=1080
num_leaves=17
num_cat=0
split_feature=50 15 48 158 457 52 133 16 13 47 15 13 49 4 12 47
split_gain=0.000117175 0.000229707 0.000187309 0.000181084 0.000154002 0.000142017 0.00021683 0.000290991 0.000254972 0.000181068 0.000304564 0.000202345 0.000193393 0.000405346 0.000161582 0.000123623
threshold=0.10647500000000001 -0.24436499999999997 0.12737000000000001 0.07968500000000002 0.088350000000000026 -0.40306999999999998 0.10722500000000001 0.25084500000000004 -0.094514999999999988 0.096175000000000024 -0.094549999999999981 -0.033284999999999988 -0.066019999999999981 -0.07712999999999999 0.088105000000000003 0.090100000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 -3 7 8 14 10 15 -12 -13 -14 -7 -10
right_child=-2 2 -4 -5 -6 6 -8 -9 9 -11 11 12 13 -15 -16 -17
leaf_value=0.0016926010145922315 -0.0012471418228693638 -0.0013244475280208322 -0.0016990675510896844 -0.0016361826633483592 0.0012564091804597569 4.5310280664402375e-05 -0.0015530573555653569 0.0018643901681427515 0.0022101466692217571 -0.0019029480929522182 -0.0018106456822318373 -0.0014453640386356977 -0.00090874962855171679 0.0020780701488418265 0.0019330427178623297 0.00022628366395527954
leaf_weight=0.001377452610272333 0.00122805864739045 0.0012480315542844284 0.0011050320838874575 0.0010300413192768634 0.0018892277922457614 0.0014234429826629454 0.0012093922423060946 0.0017045413921721328 0.0011010167776184226 0.0010583033276923013 0.0016199943531137722 0.0012959289803831124 0.001698537093058004 0.0014184404424171368 0.0016838021488236876 0.0010381974633538182
leaf_count=223 333 283 55 298 131 124 306 61 108 87 482 86 322 136 68 18
internal_value=0 6.21207e-05 -4.73081e-05 4.66853e-05 0.00014095 1.32287e-05 0.00012269 0.000267015 4.63253e-05 -0.000297691 -8.98073e-05 -0.000563949 -0.000106283 0.00045046 0.00106826 0.00124734
internal_weight=0 0.0219014 0.0205239 0.0194189 0.0183889 0.0164996 0.0152516 0.0140422 0.0123377 0.00923042 0.00817212 0.0060329 0.00441291 0.00311698 0.00310725 0.00213921
internal_count=3121 2788 2565 2510 2212 2081 1798 1492 1431 1239 1152 1026 544 458 192 126
is_linear=0
shrinkage=0.00412451


Tree=1081
num_leaves=16
num_cat=0
split_feature=1 15 16 3 16 15 43 52 43 13 0 48 42 133 3
split_gain=0.000115604 0.000160126 0.000251522 0.000339836 0.000225196 0.000222186 0.000135996 0.000194788 0.000217833 0.000243494 0.000225445 0.000349137 0.000174377 0.000130218 7.74066e-05
threshold=0.10439500000000002 -0.016799999999999995 -0.071854999999999988 0.10542000000000001 -0.42170999999999997 0.035560000000000008 -0.083134999999999987 0.10160000000000001 -0.0037449999999999996 -0.095304999999999987 -0.10011499999999998 0.086260000000000017 -1.0000000180025095e-35 1.0000000180025095e-35 0.083060000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 4 -4 -2 -3 12 8 -8 -10 11 14 -1 -14 -11
right_child=1 5 3 -5 -6 -7 7 -9 9 10 -12 -13 13 -15 -16
leaf_value=-0.00091667720239737497 -0.00020506559026511959 0.0025573772473512497 0.00046767242699123499 -0.0022441032615146414 0.0018392924835705718 0.00018828138013934461 -0.0017321877882936663 -0.0017127318801380173 0.0012187000631649941 0.00040281646267178848 -0.0015348499106062163 -0.0016851133837361748 0.0017785261417177279 0.00016953366539505967 0.0018163668491234918
leaf_weight=0.0011787437520386357 0.0017512548809799355 0.0010367995292885901 0.0014449257724030717 0.0013505817102430484 0.0015207322348362862 0.0014129176366477481 0.0012449187593012185 0.0015972818338642067 0.001906865748663833 0.0014101620015325445 0.0017641235286702788 0.0010622017457011523 0.0012988275254210988 0.0018308816311907172 0.0010003010783030675
leaf_count=271 189 90 165 46 133 62 742 365 100 47 439 39 109 282 42
internal_value=0 0.000352271 1.36558e-05 -0.000842456 0.000745097 0.00119096 -0.00021974 -0.000468753 -0.000231885 2.9572e-05 -0.000403424 0.000171344 0.000357406 0.000837265 0.000989416
internal_weight=0 0.00851721 0.00606749 0.00279551 0.00327199 0.00244972 0.0142943 0.00998585 0.00838857 0.00714365 0.00523679 0.00347266 0.00430845 0.00312971 0.00241046
internal_count=3121 685 533 211 322 152 2436 1774 1409 667 567 128 662 391 89
is_linear=0
shrinkage=0.00388662


Tree=1082
num_leaves=31
num_cat=0
split_feature=39 42 151 14 16 150 123 13 13 160 483 33 1213 376 16 3 403 1374 43 457 43 12 1 133 51 9 15 1 43 42
split_gain=0.00142041 0.00107932 0.00094527 0.000755504 0.000858928 0.000693538 0.000700191 0.000742334 0.00122073 0.00065812 0.000690146 0.000705423 0.000601826 0.000543971 0.000543328 0.00108777 0.000618779 0.000545535 0.000513551 0.000445018 0.000791494 0.000450484 0.000400062 0.000379644 0.000312463 0.000325019 0.000324595 0.000865128 0.000346553 0.000296142
threshold=0.16946000000000003 -0.26584999999999998 -0.5145249999999999 0.076175000000000007 -0.53943499999999989 -0.22665999999999997 1.0000000180025095e-35 -0.53104499999999988 -0.23438999999999996 -0.098904999999999979 0.086230000000000015 -0.0066799999999999993 0.039620000000000009 0.049360000000000008 0.033715000000000009 -0.073884999999999992 -1.0000000180025095e-35 -0.094929999999999987 -0.25681499999999996 -0.0029299999999999994 0.08845500000000002 0.089505000000000015 0.10672000000000002 0.081415000000000015 0.067785000000000012 0.091600000000000015 -0.0040799999999999994 0.094825000000000007 -0.0030899999999999994 0.091295000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 -4 -6 7 -7 22 -10 11 -11 14 -8 16 23 -13 -18 -19 -20 24 -22 -9 29 25 26 27 -21 -28 -16
right_child=-2 2 3 -5 5 6 13 8 9 10 -12 12 -14 -15 15 -17 17 18 19 20 21 -23 -24 -25 -26 -27 28 -29 -30 -31
leaf_value=-0.0012939287865667501 0.0012941824289805198 -0.0012218721520240237 0.00096103256250695899 -0.00089712014603187231 0.00091797969412982434 -0.0010153926040563962 5.1885344800453958e-05 0.00036625513754866864 -0.00084208728985194718 -0.0010086699767380023 -0.0011155773956107835 -0.00084047219060847875 -0.00097204981347016179 0.0011526608333142134 -3.653075333679303e-05 -0.00098872485589558408 -0.00056153386021179049 -0.00051618634273847212 -0.00028988097872986658 -0.00061993107618881925 0.00027105593052729755 -0.00093975862969719311 0.0012937519131293307 -0.00062177749438054963 0.00090171964417275457 0.0010433688767583207 0.00078993543952573066 0.00065677778770666746 8.7315059744160018e-05 0.00068711654695513102
leaf_weight=0.0011443270788227258 0.0013475263151434538 0.0010731463525033283 0.0016237088759378784 0.0014961599731808653 0.0013390215283948228 0.0013587585191316967 0.0015919996701474473 0.0021782421173384128 0.001973948599768959 0.0011959980778897253 0.0010240739296691883 0.0010019083532351028 0.0010162827515718389 0.001422813476787077 0.0022489161665459889 0.0023367371898137526 0.0014466511070452262 0.0013060505265585212 0.0017509732146114834 0.0017587942752785779 0.001012317831623478 0.0010452174079009779 0.0012110330704651062 0.0010115718172998278 0.0028088126317813442 0.0011998235706514046 0.0032331381731776077 0.0017946825175592096 0.0018454330065527181 0.0016341998170759098
leaf_count=18 23 50 73 99 24 12 105 19 349 21 177 407 252 132 161 143 34 45 88 151 36 87 97 104 71 10 123 54 106 50
internal_value=0 -5.28934e-05 -2.19805e-05 6.71875e-06 3.78982e-05 1.99414e-06 -2.83591e-05 -7.67129e-05 -4.13182e-05 -0.00011804 -7.14416e-05 -3.53754e-05 5.53839e-06 0.000571386 4.17512e-05 -0.000262553 0.000150669 0.000202384 0.000264626 0.000326622 0.000400065 -0.000344032 0.000697662 8.41236e-05 0.000521182 0.000412469 0.000324776 2.48704e-05 0.00053462 0.000268014
internal_weight=0 0.0470847 0.0459404 0.0448673 0.0433711 0.0417474 0.0404084 0.0373936 0.0360348 0.0326455 0.0306716 0.0296475 0.0284515 0.00301481 0.0274352 0.00723142 0.0202038 0.0192019 0.0177552 0.0164492 0.0146982 0.00205754 0.00338928 0.00489469 0.0126407 0.00983187 0.00863205 0.00355348 0.00507857 0.00388312
internal_count=3121 3098 3080 3030 2931 2858 2834 2597 2585 2469 2120 1943 1922 237 1670 458 1212 805 771 726 638 123 116 315 515 444 434 205 229 211
is_linear=0
shrinkage=0.00129368


Tree=1083
num_leaves=18
num_cat=0
split_feature=41 2 48 1 16 457 15 15 4 12 48 3 13 49 3 1 43
split_gain=0.000117105 0.000148158 0.000158106 0.000159607 0.00017668 0.000292498 0.000191253 0.000155428 0.000184143 0.00017245 0.000154511 0.000168364 0.000143696 0.000161151 0.000309781 0.000246054 5.84564e-05
threshold=0.078475000000000017 -0.0091949999999999983 -0.086869999999999989 0.10538500000000002 -0.094359999999999986 0.084365000000000009 -0.037864999999999989 0.088655000000000025 -0.51843499999999987 0.089735000000000023 0.085325000000000012 -0.059315 -0.076599999999999988 0.0093850000000000027 0.10893000000000001 0.12500000000000003 -0.0064299999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 10 6 -6 8 -8 16 11 -4 -5 14 15 -14 -10
right_child=-2 2 3 12 5 -7 7 -9 9 -11 -12 -13 13 -15 -16 -17 -18
leaf_value=0.0015717961083617949 -0.001320025905532846 -0.0018068043533070945 -0.0016887419703089915 0.0020009424953153997 -0.0018415013684156478 0.0024391681722188553 -0.0011370171037519041 -0.0014698614139798483 0.00097806252585379868 0.0022097743032143927 -0.0027571679485667655 0.00077028542615297381 -0.00054539543588825404 0.0018511877961096201 -0.0021639568191869573 0.0024170922659598037 -0.00062820491512337589
leaf_weight=0.0014559708622470238 0.0014843367564987267 0.0010989603513120718 0.0013744871086361909 0.0014970542818164567 0.0013780282623654912 0.0011136226412116201 0.0011921674728427841 0.0011253698007389623 0.0010015282538471931 0.001656705730097352 0.0010030601107682835 0.0012340146850779972 0.0014912953902346251 0.0011948109712491828 0.0012472140415553667 0.0011671572164000388 0.0011217040509528646
leaf_count=158 148 67 229 176 489 98 42 540 356 155 88 71 162 54 36 68 184
internal_value=0 8.37222e-05 -2.51672e-05 7.89888e-05 -0.000248458 0.000128635 -0.000215564 0.000151897 0.000518961 0.00104125 -0.00114527 -0.00052544 0.000684529 0.000298145 -0.000176957 0.000755244 0.000129471
internal_weight=0 0.0213532 0.0198972 0.0187982 0.0122007 0.00858913 0.0074755 0.00609748 0.00497211 0.00377994 0.00361156 0.0026085 0.00659753 0.00510048 0.00390567 0.00265845 0.00212323
internal_count=3121 2973 2815 2748 2252 1864 1766 1277 737 695 388 300 496 320 266 230 540
is_linear=0
shrinkage=0.00483252


Tree=1084
num_leaves=18
num_cat=0
split_feature=50 15 48 48 15 52 403 1 15 15 4 0 13 16 133 16 12
split_gain=0.000107489 0.00021049 0.00015913 0.000167692 0.000207955 0.000169294 0.000194546 0.000151275 0.000149782 0.000197574 0.000300569 0.000248438 0.000140178 0.000273505 0.000132591 0.000174478 0.000127496
threshold=0.10647500000000001 -0.24436499999999997 0.12737000000000001 0.092475000000000016 -0.08730499999999998 -0.40306999999999998 -1.0000000180025095e-35 0.12811000000000003 -0.0088349999999999974 -0.084564999999999987 1.0000000180025095e-35 -0.10836499999999999 0.18141000000000002 0.16703000000000004 0.091250000000000012 -0.091354999999999978 0.085955000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 5 -5 -3 -7 8 9 10 -8 -12 13 14 15 -10 -17
right_child=-2 2 -4 4 -6 6 7 -9 12 -11 11 -13 -14 -15 -16 16 -18
leaf_value=0.0017740250602708326 -0.0013091014039095324 -0.0018238793885813707 -0.0017383059076910921 2.7634427077765944e-05 0.002562145476988454 -0.0018200638996919195 0.0015650958358913883 0.0016512646978062836 -0.00047032184543382212 -0.0022125760602047183 -0.0025667045135834088 0.000228477169309254 -0.0011245149014015145 -0.0014025586088578137 0.0023714517736222593 0.0021395101808064278 0.00021081887674215277
leaf_weight=0.0013484020918502751 0.0011952365873811313 0.0010896323816701704 0.001052190026988419 0.0015445891963299374 0.0011081901476894798 0.0010893721937511045 0.0013735966246408715 0.0012044277462663908 0.0016694132003678402 0.0011656325391229379 0.0011476754541295264 0.001415453801258848 0.0010596106897011737 0.0011113414393175702 0.00115235114622525 0.0016690761755843806 0.0011565039499705776
leaf_count=223 333 265 55 130 90 652 166 45 111 290 65 112 41 56 87 137 263
internal_value=0 6.66929e-05 -4.83635e-05 4.54358e-05 0.00108642 -0.000123939 -2.19204e-06 0.000138008 -3.05346e-06 -0.000598073 -0.000120032 -0.0010231 0.000385267 0.000621967 0.00102037 0.000674007 0.0013501
internal_weight=0 0.0213575 0.0200091 0.0189569 0.00265278 0.0163041 0.0152145 0.0141251 0.0129207 0.00510236 0.00393673 0.00256313 0.0078183 0.00675869 0.00564734 0.00449499 0.00282558
internal_count=3121 2788 2565 2510 220 2290 2025 1373 1328 633 343 177 695 654 598 511 400
is_linear=0
shrinkage=0.0044645


Tree=1085
num_leaves=18
num_cat=0
split_feature=4 11 0 130 4 1 4 47 13 1 16 52 4 43 2 0 15
split_gain=0.000103967 0.000199344 0.000149238 0.00026588 0.000198177 0.000160103 0.000198176 0.000220287 0.000158164 0.000148359 0.000170859 0.000143299 0.000264698 0.00023556 0.000126659 0.000106022 3.90625e-05
threshold=0.24564500000000003 1.0000000180025095e-35 0.18019500000000002 -0.076894999999999977 0.098655000000000007 0.094385000000000011 -0.034939999999999992 0.093140000000000014 -0.076384999999999995 0.111945 -0.5224049999999999 0.10160000000000001 -0.082109999999999975 -0.0037449999999999996 0.086885000000000004 -0.11437499999999999 -0.15914499999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 11 -7 -8 -6 10 -2 12 14 -14 -5 -15 -11
right_child=9 -3 -4 4 8 6 7 -9 -10 16 -12 -13 13 15 -16 -17 -18
leaf_value=0.0021236944450020172 0.0010486607374320263 -0.0021409838670430072 0.0016476487641724151 -0.00022778759514807323 -0.00039304760577694759 -0.00073114125419832443 0.0023626705777354444 -0.00035936627485332935 -0.0028671371688427324 0.0021948573526532292 -0.0014384336901946601 -0.002037004083882982 -0.0026145782224748183 0.00058376316462120539 0.00189286780161497 -0.0010561793518888904 0.00091047816499894825
leaf_weight=0.0010318484828094046 0.0012307642450011258 0.0010364382472842762 0.0010568160673791729 0.0010532437815775047 0.0011522513348274366 0.0014750792598490214 0.0017691681956755198 0.0010062512175617044 0.0010799850980667278 0.0010169185056546626 0.0011553690119336926 0.0010867187928326194 0.0012401920679292171 0.0016729338097576374 0.0014362049893140716 0.0017301067202580879 0.0010266542375045873
leaf_count=107 62 184 23 295 48 186 159 86 67 218 88 356 741 53 128 262 58
internal_value=0 -0.00016403 -4.19998e-05 -0.00015549 -0.000315451 -8.7286e-05 0.000644597 0.00137577 -0.00159004 0.000631073 -0.000155594 -0.000465765 -0.000226374 -0.000881559 0.000995654 -0.000249984 0.00154961
internal_weight=0 0.0178272 0.0167908 0.015734 0.0147021 0.0124699 0.0042505 0.00277542 0.00223224 0.00442971 0.00238613 0.0082194 0.00713268 0.00464323 0.00248945 0.00340304 0.00204357
internal_count=3121 2695 2511 2488 2381 2266 431 245 115 426 150 1835 1479 1056 423 315 276
is_linear=0
shrinkage=0.00464487


Tree=1086
num_leaves=17
num_cat=0
split_feature=453 4 15 1 16 48 48 51 0 0 15 43 43 13 4 16
split_gain=0.000108551 0.000245507 0.000205949 0.000183393 0.000191269 0.000171672 0.000173373 0.000162757 0.000224729 0.000242353 0.000267109 0.000165345 0.000313102 0.000223579 0.000151899 0.000192192
threshold=1.0000000180025095e-35 0.24564500000000003 -0.10324499999999999 0.111945 -0.5224049999999999 0.093265000000000015 0.12879500000000002 0.08955500000000001 -0.10011499999999998 -0.077999999999999986 0.088235000000000022 -0.074359999999999996 0.093175000000000022 0.19762500000000002 0.0052350000000000009 -0.094359999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 -3 7 -7 8 14 10 -10 13 -13 -11 -4 -16
right_child=-2 3 5 -5 -6 6 -8 -9 9 11 -12 12 -14 -15 15 -17
leaf_value=-0.001544525642650968 -0.001188863652682032 0.001292606268276403 -0.00020542748581556708 0.0017854399189449984 -0.00095706528684786696 0.0019433476982179728 -0.00017078827262223431 -0.0014459418495597852 -0.0026406206595698672 0.0013933556292547854 -4.0784427948707329e-05 -0.0016643507814225538 0.00075825632409624822 -0.00065549388176997674 6.6686463595093417e-05 0.0022329170819912771
leaf_weight=0.0013408275553352068 0.0010291166180604874 0.0010443637543033901 0.0015555222974472623 0.0017768287386227266 0.0010654943871806202 0.0011580060462992306 0.0010165004966951052 0.0012751522192293039 0.0012002672811830522 0.0019106629433038869 0.0010202905633852621 0.001738823065323811 0.0013019341093472026 0.0012165351405464264 0.0010024673894517555 0.0013297285765219158
leaf_count=207 79 56 130 266 84 128 45 257 784 231 274 388 69 35 58 30
internal_value=0 5.38382e-05 -0.000139132 0.000901185 0.000156505 -1.9305e-05 0.000955068 -0.000175657 -4.37101e-05 -0.000387801 -0.00144606 -6.81103e-06 -0.000627085 0.000596317 0.000698733 0.00130179
internal_weight=0 0.0209534 0.0170667 0.00388669 0.00210986 0.0157259 0.00217451 0.0135514 0.0122762 0.00838851 0.00222056 0.00616796 0.00304076 0.0031272 0.00388772 0.0023322
internal_count=3121 3042 2636 406 140 2429 173 2256 1999 1781 1058 723 457 266 218 88
is_linear=0
shrinkage=0.0037357


Tree=1087
num_leaves=31
num_cat=0
split_feature=39 42 33 2 1456 453 14 42 1374 1374 1375 1213 1429 4 38 160 16 40 3 160 43 52 12 2 52 133 16 12 49 1
split_gain=0.00125198 0.00069051 0.000652105 0.00109732 0.000910367 0.000661997 0.000539168 0.000545475 0.00056878 0.000586747 0.000621151 0.000544447 0.000510795 0.00057117 0.000627796 0.000539285 0.000731862 0.000589399 0.000712445 0.000622204 0.000619988 0.00142573 0.000877146 0.000517944 0.000515089 0.000597691 0.000490682 0.000364804 0.000322494 0.000302716
threshold=0.16946000000000003 -0.11051499999999999 -0.0066799999999999993 -0.0091949999999999983 -1.0000000180025095e-35 0.089960000000000026 0.076175000000000007 0.11275500000000001 0.093235000000000012 -0.094929999999999987 -1.0000000180025095e-35 -0.080769999999999995 -1.0000000180025095e-35 0.2623950000000001 1.0000000180025095e-35 -0.091944999999999985 -0.008904999999999998 -0.092584999999999987 0.149315 0.10210000000000001 -0.063379999999999978 -0.089199999999999988 0.089795000000000014 0.098260000000000014 0.096795000000000006 0.090665000000000009 -0.091114999999999988 0.051320000000000005 -1.0000000180025095e-35 0.093575000000000019
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 27 -3 -4 -5 6 7 8 9 -6 -11 -12 -13 14 15 16 -14 -17 19 20 24 -22 29 -24 25 28 -9 -1 -19 -23
right_child=-2 2 3 4 5 -7 -8 26 -10 10 11 12 13 -15 -16 17 -18 18 -20 -21 21 22 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0001804397452882833 0.0013732962822765316 -0.00097845524632272202 0.00092628014105190304 -0.0010468219220922312 -0.00069137701053256892 -0.0010835534819466103 -0.00089176200741104134 0.00012245898789734532 -0.00085737949630145351 0.001093723130068775 -0.00075196928095899989 -0.00074765873626892094 -0.0011108941536594444 0.00072634386267970334 -0.00088034919144717994 -0.00066162470658990896 0.00026229485944689738 9.6478727758663832e-05 0.0012361992655679863 -0.00070552782684493341 -0.0013729254900636989 0.00076044404962337679 -0.0011559399864016794 0.0001795003748064773 0.0011239346794434228 -0.00035455010340644131 -0.00112037341220577 -0.0012791077644479132 0.00090746114766179331 7.528264636706091e-05
leaf_weight=0.0010431135137807237 0.0012005529044785126 0.0012701816975919647 0.002377812713599158 0.00160395331569707 0.0015257642678179186 0.001019865530253127 0.0011430906265879051 0.0010828598981711401 0.001111607503599287 0.001343471559569486 0.0012376611696032205 0.0010843720891324784 0.0013459658795262897 0.0035667824041540888 0.0010887866011604066 0.0012261018648160862 0.0016023872683863507 0.0013846790396874198 0.0014779711994243874 0.0012112446654146672 0.0011355758069202465 0.0040135916014283485 0.0010619170085295337 0.0011296901368069712 0.0023867502992214185 0.0015775197456013856 0.0013391703105495303 0.0012548479666303347 0.0027788417074523439 0.0017432220437569867
leaf_count=37 23 34 142 268 51 36 64 40 38 55 250 125 156 218 30 17 64 105 52 99 111 254 155 51 39 117 171 142 146 31
internal_value=0 -4.63912e-05 -8.80113e-06 1.9447e-05 -3.28609e-05 8.18889e-06 3.7035e-05 6.53802e-05 0.000108941 0.000140607 0.000179791 0.00014025 0.000177287 0.000212197 0.000139321 0.000185435 -0.000364586 0.000262192 0.000319108 0.000245536 0.000312465 6.6001e-05 0.000271578 -0.000467571 0.000587924 0.000365086 -0.000564718 -0.000780389 0.000637749 0.00055297
internal_weight=0 0.0471688 0.0448708 0.0436007 0.0412228 0.0396189 0.038599 0.0374559 0.0350339 0.0339223 0.0323965 0.0310531 0.0298154 0.028731 0.0251642 0.0240755 0.00294835 0.0211271 0.019901 0.018423 0.0172118 0.009084 0.00794842 0.00219161 0.00812779 0.00574104 0.00242203 0.00229796 0.00416352 0.00575681
internal_count=3121 3098 2919 2885 2743 2475 2439 2375 2164 2126 2075 2020 1770 1645 1427 1397 220 1177 1160 1108 1009 602 491 206 407 368 211 179 251 285
is_linear=0
shrinkage=0.00137286


Tree=1088
num_leaves=17
num_cat=0
split_feature=41 2 484 50 43 43 0 42 16 42 13 4 16 13 457 151
split_gain=0.000115001 0.000136168 0.000142738 0.000178743 0.000132094 0.000344927 0.000284988 0.000302172 0.000292442 0.000282254 0.000151103 0.000286485 0.000328509 0.000203284 0.000140424 0.000117276
threshold=0.079885000000000025 -0.0091949999999999983 -0.0068949999999999992 0.10030500000000002 -0.074359999999999996 -0.00067499999999999993 -0.10474999999999998 -1.0000000180025095e-35 0.23311500000000004 0.088915000000000008 -0.099939999999999987 -0.031404999999999995 -0.0092699999999999987 -0.49353499999999995 0.082380000000000009 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 6 -6 -4 -8 9 -9 13 -12 14 -7 15 -13
right_child=-2 2 3 -5 5 10 7 8 -10 -11 11 12 -14 -15 -16 -17
leaf_value=0.0012828970830539941 -0.0011396854582464118 -0.0013010548956897293 0.0021804999547385489 0.0016696928184572642 -0.0024311902660945775 -0.00067335385678246346 -0.0013354266329834059 0.001190081852049996 0.0024910246132170536 -0.0016692222022598412 -0.0017156069260581574 -0.0020343343311815319 0.0021175013591397947 0.0015775051744609506 0.00069811923838733003 -0.00022715705122900565
leaf_weight=0.001411656708836472 0.0013685233466369509 0.0013208636118077757 0.0012315588983371484 0.0010816916129500189 0.0011148504302615188 0.0010489597490133118 0.0017731899376483007 0.0012678946854567342 0.0010548452060027413 0.001017530641248543 0.0018902796128560349 0.0010247153702929168 0.0010698670072719768 0.0017516246899456044 0.0011940908488838886 0.0013750332481765604
leaf_count=159 133 486 115 214 585 53 229 194 99 124 382 34 65 106 50 93
internal_value=0 7.07599e-05 -1.82822e-05 7.63957e-05 -2.61029e-05 -0.000305118 0.000434279 1.37077e-05 0.000729899 -8.29545e-05 -5.17395e-05 -0.000387684 0.000150546 0.000734445 -0.000435007 -0.000998839
internal_weight=0 0.0206287 0.019217 0.0178961 0.0168144 0.0104694 0.00634502 0.00511346 0.00334027 0.00228543 0.00935457 0.00655399 0.00466371 0.00280058 0.00359384 0.00239975
internal_count=3121 2988 2829 2343 2129 1368 761 646 417 318 783 624 242 159 177 127
is_linear=0
shrinkage=0.00404364


Tree=1089
num_leaves=17
num_cat=0
split_feature=50 48 4 42 43 16 0 1 4 4 13 2 42 0 2 13
split_gain=0.000103533 0.000172773 0.00026822 0.000170895 0.000174105 0.000232825 0.000194246 0.000320546 0.00033028 0.00018861 0.000166373 0.000154506 0.000137452 0.000245718 0.000246537 4.76344e-05
threshold=0.10647500000000001 0.12737000000000001 0.27834500000000006 0.092395000000000019 0.15359500000000004 0.26435500000000006 -0.077999999999999986 0.094385000000000011 0.076415000000000025 -0.27825499999999997 -0.063184999999999977 0.113445 1.0000000180025095e-35 -0.22491999999999998 0.079055000000000014 -0.0095349999999999983
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 7 12 -9 -8 -5 -4 13 -1 -15 -11
right_child=-2 -3 11 10 -6 -7 9 8 -10 15 -12 -13 -14 14 -16 -17
leaf_value=0.0001422760174247239 -0.00099558384042740125 -0.0012678427010793863 0.00041573448602479009 -0.0018952664323249086 0.0012722423545031304 -0.0012687209933477485 -0.00030777323150307659 0.0020068258866021327 -0.00043475456939022863 0.00083027932854085214 -9.1813822521086719e-05 0.0022646115422887145 0.00014279581846699937 -0.00056937796812895399 -0.0028703851365584699 0.0018203377293093193
leaf_weight=0.001402901615072949 0.0011843220486593134 0.001113879277311546 0.0011583717997244438 0.0010490567630141445 0.0014293350467863295 0.0015152904725635472 0.0011357408055698848 0.0014147465463345554 0.0012368139776697262 0.001001613139751889 0.0014533768279078032 0.0010058180330783095 0.0019790357149466753 0.0011257039863876717 0.0010932087220202336 0.0013712242323795651
leaf_count=55 333 58 132 286 141 251 66 116 40 92 144 166 618 95 404 124
internal_value=0 5.39073e-05 0.000129906 -1.4109e-05 0.000127767 4.55203e-06 0.000168601 -0.0001206 0.000867957 0.000848822 -0.000847848 0.00127501 -0.000588604 -0.000988257 -0.00170303 0.00140242
internal_weight=0 0.0204861 0.0193722 0.017208 0.0147056 0.0132763 0.011761 0.00825241 0.00265156 0.00350858 0.00250243 0.00216419 0.00560085 0.00362181 0.00221891 0.00237284
internal_count=3121 2788 2730 2432 2002 1861 1610 1328 156 282 430 298 1172 554 499 216
is_linear=0
shrinkage=0.00345121


Tree=1090
num_leaves=16
num_cat=0
split_feature=41 39 3 3 3 0 15 15 3 15 3 43 52 48 52
split_gain=0.00010672 0.000135149 0.000310032 0.000153152 0.000206978 0.000261042 0.000212909 0.000196368 0.000174169 0.000121952 0.00030515 0.000165612 0.000157939 0.000260655 0.000161413
threshold=0.079885000000000025 0.0046100000000000004 0.10299500000000002 0.149315 -0.10519499999999998 -0.053834999999999994 -0.11713499999999999 -0.015744999999999999 -0.13309499999999996 0.088235000000000022 -0.077774999999999983 -0.0030899999999999994 0.0031350000000000002 0.086260000000000017 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 4 7 6 -6 -1 -9 10 -8 -11 13 14 -12
right_child=-2 2 -4 -5 5 -7 9 8 -10 11 12 -13 -14 -15 -16
leaf_value=0.0020543515927627376 -0.0010509662821288758 0.001838007868063273 -0.00077176418845064851 0.0010308645873231795 -0.0015409618049284776 -0.001958101528476698 -0.0018994942552591544 -0.0007753580813373085 0.0012131639487323567 0.0015892203884922112 0.0014649433950761233 -0.00044063642548160264 0.0014929471933591105 -0.0015406650993421175 -0.00033982209363168567
leaf_weight=0.0010018276687349115 0.0013248809088328697 0.0017317962255299904 0.0010688075376705797 0.0016847304421203626 0.0015048447642789778 0.001413365412877181 0.0013191881766476121 0.0015034263946804849 0.0011129300975545294 0.0013998006826345666 0.0013095863028881605 0.0010008458727499558 0.0010236525918683181 0.0013740796274346323 0.0015968734638396338
leaf_count=92 133 299 29 142 180 194 916 162 61 348 114 225 103 56 67
internal_value=0 6.56471e-05 0.000842028 -6.04368e-05 -0.000178592 -0.000420486 -0.000214081 0.000619808 7.05075e-05 7.1888e-06 -0.000259491 0.000742959 0.000148388 -0.000173151 0.000473365
internal_weight=0 0.0200458 0.0028006 0.0172452 0.0155604 0.0119422 0.0105289 0.00361818 0.00261636 0.00902403 0.00662338 0.00240065 0.00530419 0.00428054 0.00290646
internal_count=3121 2988 328 2660 2518 2203 2009 315 223 1829 1256 573 340 237 181
is_linear=0
shrinkage=0.00381041


Tree=1091
num_leaves=16
num_cat=0
split_feature=52 52 43 13 3 48 1 48 15 150 47 4 1 16 47
split_gain=0.000104268 0.000212466 0.000160031 0.000160516 0.000269272 0.000299457 0.000175368 0.000291448 0.000163696 0.000191867 0.000191554 0.000230062 0.000231021 0.000189073 0.000141642
threshold=0.19022000000000003 0.13389000000000004 0.21122500000000002 -0.094514999999999988 0.12178000000000001 0.095205000000000012 0.08844500000000001 0.092265000000000014 0.088655000000000025 0.086615000000000011 0.081320000000000017 -0.42529999999999996 0.089770000000000016 -0.083134999999999987 0.11312500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 6 5 8 -1 -8 9 10 11 -5 13 -13 -12
right_child=-2 -3 -4 4 -6 -7 7 -9 -10 -11 14 12 -14 -15 -16
leaf_value=-0.00018105086623984473 -0.00097745198553724735 0.0019422724191130397 -0.0015885034125904703 -0.0010629965854833641 -0.0021579402349512912 0.0019206342681536135 0.0030989136463194802 -1.290961373537015e-05 -0.0014615547169640791 -0.0013368721863521594 -0.0015743405362834556 0.0016138797333533812 0.002457035549085238 -0.00054507107086092482 0.00047923533677527293
leaf_weight=0.0016651601931547645 0.0017813156716004466 0.0010332518606785959 0.0010812725158620409 0.0010374499200747067 0.0010729198632759571 0.0013353997672160842 0.0011359569837758876 0.0010030658025037553 0.0015389087861898973 0.0015467153420747346 0.0013948280340697061 0.0013184264421686187 0.0015353795794411651 0.001576310320386607 0.0010359583575678677
leaf_count=122 350 54 173 125 49 171 123 52 427 216 109 308 218 568 56
internal_value=0 8.6293e-05 -1.86266e-05 8.00834e-05 -0.000136545 3.95024e-05 0.000842705 0.00163967 -0.0001892 1.81078e-05 0.00028345 0.000720294 0.00113791 0.000438237 -0.000699143
internal_weight=0 0.019311 0.0182778 0.0171965 0.0133923 0.0123194 0.00380418 0.00213902 0.010984 0.00944507 0.00789835 0.00546757 0.00443012 0.00289474 0.00243079
internal_count=3121 2771 2717 2544 2247 2198 297 175 2027 1600 1384 1219 1094 876 165
is_linear=0
shrinkage=0.004207


Tree=1092
num_leaves=31
num_cat=0
split_feature=14 33 10 1365 1456 1374 480 42 43 133 13 38 156 48 4 1213 484 1453 52 1 42 51 43 15 4 15 150 4 4 15
split_gain=0.00105865 0.000788995 0.0010358 0.000758314 0.000642762 0.000654731 0.000625027 0.000701659 0.000704631 0.000819746 0.000719592 0.000657188 0.000559754 0.000545508 0.000698023 0.000634379 0.000653642 0.000529051 0.000437333 0.00100435 0.000538041 0.00087509 0.000614239 0.000667706 0.000428115 0.00054259 0.000406934 0.000587364 0.000632057 0.000326864
threshold=0.076175000000000007 -0.0066799999999999993 -1.0000000180025095e-35 1.0000000180025095e-35 -1.0000000180025095e-35 -0.094929999999999987 0.084710000000000021 0.092145000000000019 0.15359500000000004 1.0000000180025095e-35 -0.063184999999999977 0.10386000000000002 0.11896500000000002 0.091545000000000015 -0.51843499999999987 -0.080769999999999995 0.085515000000000022 -0.068424999999999986 -0.088204999999999992 0.10612500000000001 0.088380000000000014 0.088785000000000017 -0.0037449999999999996 -0.10203999999999998 -0.082109999999999975 -0.047714999999999987 0.090735000000000024 -0.37944499999999992 0.19806500000000002 -0.03241999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 17 -6 7 11 9 10 -9 12 13 14 -7 -16 18 -4 19 -17 21 22 24 -24 -20 -26 27 -15 -29 -25
right_child=-2 2 3 -5 5 6 -8 8 -10 -11 -12 -13 -14 26 15 16 -18 -19 20 -21 -22 -23 23 29 25 -27 -28 28 -30 -31
leaf_value=-0.0010659640490456063 -0.0011307477652805432 0.0010790765310202217 8.1430946827151355e-06 -0.0011294620033723177 -0.00084271466785103559 -0.00097402838000960727 -0.00087491050285647522 -0.00039183225439267939 -0.0012354605894344458 -0.00093504371113999139 0.00090221757239417597 -0.00078727741709416006 -0.00075352458128422821 0.0011674870763148586 -0.00086046154555857117 -0.0011267577652453182 0.0010422042039469719 -0.0014861426011390521 0.00038230201409415445 0.00050759336097320616 0.00098332106809049689 -0.00099838442926867264 -0.00034275301627553263 0.0013247020892774494 0.00022155419719655889 -0.0012199779466210935 0.0012143636872540683 -0.00046320078727632907 0.00085124311305185846 0.00057082330870073287
leaf_weight=0.0014487917222396609 0.0018466272714388046 0.002056320151085699 0.0010039655829756633 0.001273576109413809 0.0016630324143278577 0.0010640405981803156 0.001381544717281801 0.0017168671227825172 0.0013924440879549138 0.001627759614814428 0.0021215655645789857 0.0013470750107273935 0.0011339683790194668 0.0016358888584591114 0.0010696852746716603 0.0015821893980425506 0.0024069589052153608 0.0010926692810171437 0.0019382172785873276 0.0017473116838289116 0.0023283037358936545 0.0012057281970339071 0.0014937658496521067 0.0016730151724146936 0.0010588640072570705 0.0012660099895898252 0.0021324320987616829 0.001954179759149354 0.001377145328547158 0.0052728448732679758
leaf_count=34 101 139 91 62 51 17 224 135 52 249 31 29 66 25 236 196 129 178 169 48 85 67 71 47 99 135 31 124 18 182
internal_value=0 1.4814e-05 4.67582e-05 1.55527e-06 3.30833e-05 7.17394e-05 0.00010801 0.000141502 -0.000291741 -5.13404e-05 0.000323411 0.000229708 0.000272068 0.000309336 0.000202712 0.00025705 0.000311452 -0.00077061 0.000221558 -0.000269055 0.000322163 0.000211484 0.000326323 0.000558569 -0.000133453 -0.000563432 0.000671376 0.000438271 8.01807e-05 0.000752406
internal_weight=0 0.0504662 0.0490174 0.046961 0.0456875 0.0435908 0.0419278 0.0405463 0.00685864 0.00546619 0.00383843 0.0336876 0.0323405 0.0312066 0.0241069 0.0230429 0.0219732 0.00209663 0.0195663 0.0033295 0.0162367 0.0139084 0.0127027 0.00843963 0.00426309 0.00232487 0.00709965 0.00496721 0.00333133 0.00694586
internal_count=3121 3020 2986 2847 2785 2516 2465 2241 467 415 166 1774 1745 1679 1481 1464 1228 269 1099 244 855 770 703 300 403 234 198 167 142 229
is_linear=0
shrinkage=0.00148603


Tree=1093
num_leaves=17
num_cat=0
split_feature=11 4 15 151 47 43 2 52 42 133 16 49 2 16 13 0
split_gain=0.000110933 0.0001644 0.000134872 0.000202925 0.000150332 0.000201865 0.000262185 0.000345901 0.000212731 0.000249481 0.000175945 0.000181209 0.000164821 0.000154093 0.000138882 1.43707e-05
threshold=0.087830000000000005 0.27287000000000006 -0.11713499999999999 -0.086944999999999981 0.09550500000000002 -0.084004999999999982 0.088225000000000012 0.10160000000000001 -1.0000000180025095e-35 1.0000000180025095e-35 0.071345000000000006 -0.069799999999999987 0.091265000000000013 -0.054549999999999994 -0.084034999999999985 -0.18113999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 5 8 14 10 -5 -10 11 -8 -13 -6 -7 -3
right_child=-2 15 3 4 13 6 7 -9 9 -11 -12 12 -14 -15 -16 -17
leaf_value=-0.0012314778725442158 -0.0010502953054608536 0.00073844500266208887 0.0013518589575101084 -0.00091577388376102577 0.0018435916264424182 -0.00035729693310131058 -0.00055474604385197918 -0.0019094494951988723 0.0021993595783303338 -2.3339092337565645e-05 -0.00091851048041889964 0.0023753136228283444 0.00049344923204347685 -2.3272476317410227e-05 -0.0020466482937824353 0.0013532239903051154
leaf_weight=0.0012054835842537038 0.0012751107456168134 0.0010099038630038137 0.0014386599525915136 0.0010800051839546798 0.0010065288752407753 0.0010015568893832465 0.0010891444817957563 0.0011655001446413404 0.0012605650659551744 0.0014640714662117471 0.0011856121948908838 0.0010182610172831952 0.0016134824802465086 0.0014437308028967264 0.0018743258838326924 0.0010303564915158372
leaf_count=203 121 73 173 239 56 302 56 210 83 179 216 87 222 100 560 241
internal_value=0 6.40572e-05 -4.85318e-05 3.71592e-05 -8.72527e-05 -0.000246893 -0.000547363 -0.000115909 0.000459761 0.001005 0.000310132 0.000701623 0.00122157 0.000743606 -0.00145831 0.00104892
internal_weight=0 0.0198872 0.0178469 0.0166414 0.0152028 0.0127525 0.00894788 0.006072 0.00380464 0.00272464 0.0049065 0.00372089 0.00263174 0.00245026 0.00287588 0.00204026
internal_count=3121 3000 2686 2483 2310 2154 1653 791 501 262 581 365 309 156 862 314
is_linear=0
shrinkage=0.00366245


Tree=1094
num_leaves=16
num_cat=0
split_feature=147 11 52 52 4 0 1 15 3 13 2 2 0 3 42
split_gain=0.000112263 0.000220642 0.000164405 0.000179497 0.000159751 0.000360519 0.000138927 0.000329409 0.000280917 0.00014611 0.000213515 0.000330553 0.000139675 0.000180104 3.99569e-05
threshold=0.089025000000000007 0.087830000000000005 0.19022000000000003 0.11008000000000001 -0.49013999999999996 -0.010949999999999998 0.077565000000000009 0.083935000000000023 -0.10519499999999998 -0.083894999999999983 0.11215000000000001 0.089775000000000008 -0.10224499999999999 -1.0000000180025095e-35 0.085465000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 6 7 -6 -8 14 11 12 -11 -14 -10
right_child=-2 -3 -4 -5 5 -7 8 -9 9 10 -12 -13 13 -15 -16
leaf_value=-0.0013502873059293586 0.0011525546621725656 -0.0016277187949795995 -0.0011129173206177957 0.001279012059769134 -0.0018638142339626573 0.0019583757810036984 0.0017748548794208263 0.00037322016375342196 0.0002710186905220686 -0.0015992976100074373 -0.001684563249336852 0.0011886904291619385 -0.0011911218372107964 0.00080367950380933763 0.0012805260320275821
leaf_weight=0.0010372213483051907 0.0010311520395216425 0.0010970781902024376 0.0014960157453590686 0.0015860274241686892 0.0016177468433598826 0.0012422496342866596 0.0012058493054725181 0.0017851107656650655 0.0010150896016942754 0.0013070130205381511 0.001222510453411374 0.0018976066839879735 0.0011013372146240217 0.0012411458140011407 0.0010069132071670595
leaf_count=106 124 118 341 179 713 118 76 545 109 55 90 80 340 18 109
internal_value=0 -6.25666e-05 2.8954e-05 0.000127893 1.14557e-05 0.000107916 -6.36269e-05 -0.000690285 0.00014967 -7.32389e-05 -0.000326219 -2.68571e-05 -0.000658898 -0.000134192 0.000773731
internal_weight=0 0.0198589 0.0187618 0.0172658 0.0156798 0.0146426 0.0134003 0.00340286 0.00999747 0.00879162 0.00676961 0.0055471 0.0036495 0.00234248 0.002022
internal_count=3121 2997 2879 2538 2359 2253 2135 1258 877 801 583 493 413 358 218
is_linear=0
shrinkage=0.00359063


Tree=1095
num_leaves=31
num_cat=0
split_feature=39 9 42 14 453 457 457 1456 4 41 123 13 13 52 1429 43 12 16 13 1 13 12 151 47 0 16 48 2 42 2
split_gain=0.00146954 0.00114329 0.000900878 0.000697406 0.000683641 0.000631045 0.00074861 0.000714437 0.000961912 0.000539255 0.000539375 0.000733886 0.0013067 0.000603563 0.000600203 0.00054066 0.00142768 0.000807953 0.000886317 0.000512584 0.0005138 0.000463852 0.000590991 0.000709289 0.000790695 0.000730001 0.000493088 0.000415144 0.000347827 0.000528504
threshold=0.16946000000000003 -0.036024999999999995 -0.11051499999999999 0.076175000000000007 0.091330000000000008 -0.15747999999999998 -0.072694999999999996 1.0000000180025095e-35 0.24564500000000003 0.07831500000000001 0.083745000000000014 -0.53104499999999988 -0.39067499999999994 -0.12005499999999998 0.084770000000000012 -0.08287499999999999 0.090545000000000014 0.22339500000000004 0.18141000000000002 0.122185 -0.0075049999999999987 0.088305000000000008 -1.0000000180025095e-35 0.09550500000000002 -0.23051499999999997 -0.15012499999999998 0.085700000000000012 0.11215000000000001 0.088200000000000014 0.084145000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 -4 -7 8 9 10 11 -8 -13 -14 15 17 21 18 28 20 -10 22 26 24 -24 -26 -17 -22 29 -15
right_child=-2 2 3 -5 -6 6 7 -9 19 -11 -12 12 13 14 -16 16 -18 -19 -20 -21 27 -23 23 -25 25 -27 -28 -29 -30 -31
leaf_value=0.0011490095397822006 0.0011492468534717935 -0.0007656383406200644 0.00087333582028126136 -0.00085232623079972334 -0.00093077228447171296 -0.00077341878971286617 -0.00094359556529931905 -0.00093163723893376277 -0.00012154679491212658 -0.00083244447694018862 0.00069878720999026333 0.00083817510774728498 -0.00059728313993536407 0.00066184699783478572 0.00081883764862005219 0.000825547117636011 -0.0010399645353405174 0.0011489082438414394 -0.00083322171684044604 0.0011488127080029567 0.0009687095070772966 0.00046106789684724703 0.000420198303420215 0.00045477602924163087 7.1772981927960508e-05 -0.00099505694449747288 -0.00017590773747887099 5.1698067246576992e-05 0.00079068986035525808 -0.00043987248959636357
leaf_weight=0.0010295154925916697 0.0013966515190801934 0.0023624101917745213 0.001100548976417314 0.0013365737165766936 0.0010334648789154235 0.0016185360291016684 0.0011361369870428418 0.0010010990856086357 0.0021222144279349209 0.0010769292684145162 0.001370214219235776 0.0022382711576156523 0.0026467197595781934 0.001031594396177833 0.0010808156520898385 0.0013099950360810925 0.0021733613359025137 0.0010404209088363814 0.0011782179768538015 0.0011758988873342702 0.0017553951095834455 0.0021190701171462942 0.0010005847615275221 0.001269160266033964 0.0011514493188293663 0.0031950688792281943 0.0012854437964371357 0.0010359466906209036 0.0012959670078771524 0.0012970102263589744
leaf_count=89 23 178 32 86 35 161 8 198 94 50 83 45 336 39 53 27 490 8 40 128 47 166 13 30 28 378 30 36 34 156
internal_value=0 -4.74584e-05 -7.58153e-05 -3.61416e-05 -8.69053e-06 1.59294e-05 -9.16318e-06 2.52097e-05 5.25892e-05 -3.48514e-05 -3.97557e-06 -4.03824e-05 1.56727e-07 -8.11313e-05 -1.42575e-05 -6.07974e-05 -0.000187116 0.000231136 3.23207e-05 0.000467524 0.000304479 -2.35312e-05 -0.000135009 -0.000317249 -0.000500493 -0.00071244 0.000329556 0.00062838 0.000313677 4.81999e-05
internal_weight=0 0.044468 0.0434385 0.0410761 0.0397395 0.0387061 0.0376055 0.035987 0.0349859 0.0288964 0.0278195 0.0264493 0.0253132 0.0230749 0.0204282 0.0193473 0.0135041 0.00584321 0.00480279 0.00608946 0.00491356 0.0113308 0.0092117 0.00661626 0.0053471 0.00434652 0.00259544 0.00279134 0.00362457 0.0023286
internal_count=3121 3098 3009 2831 2745 2710 2678 2517 2319 2014 1964 1881 1873 1828 1492 1439 1162 277 269 305 177 672 506 449 419 406 57 83 229 195
is_linear=0
shrinkage=0.00114875


Tree=1096
num_leaves=16
num_cat=0
split_feature=50 15 15 2 151 12 15 42 15 2 403 43 43 42 43
split_gain=0.000107078 0.000163192 0.000141492 0.00013531 0.000129598 0.000160313 0.000279708 0.000206582 0.000240314 0.000258399 0.000165379 0.000219547 0.000239597 0.000172669 0.000136421
threshold=0.10647500000000001 -0.24436499999999997 -0.11713499999999999 -0.0091949999999999983 -0.08718999999999999 0.088305000000000008 0.084050000000000014 0.084050000000000014 -0.016799999999999995 0.089885000000000007 0.092070000000000013 -0.074359999999999996 0.093175000000000022 0.091295000000000015 -0.043144999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 -5 6 7 8 9 -6 11 13 -13 -7 -10
right_child=-2 2 3 4 5 10 -8 -9 14 -11 -12 12 -14 -15 -16
leaf_value=0.0013735272220754156 -0.0011238208955228911 -0.0010458083646380644 0.0013108260138381803 0.001065895254749951 -0.0019294305397409637 -3.1291183364521811e-05 -0.0022972587453587673 -0.0016307112607456768 0.0019677335542047456 0.00023628697436541143 0.0016299921503864293 -0.002117054686480462 0.00035193429131124356 0.0018553874478586326 0.00023971398293277677
leaf_weight=0.0012389052081770427 0.0011253217096832682 0.0017248898506765876 0.0011563489575721021 0.0014125636670714306 0.0012560767329679035 0.0016610285340345997 0.0010166376160069546 0.0011786115012955567 0.0010386434447358095 0.0019819661061055704 0.0011250457518554025 0.001060102721077265 0.0011366070978851006 0.0011426519513936251 0.0016510657675984433
leaf_count=223 333 214 98 164 63 252 398 221 58 143 115 457 113 115 154
internal_value=0 6.0851e-05 -2.68558e-05 7.76542e-05 -1.33986e-05 -0.000120398 -0.000464496 -0.0002023 8.17101e-05 -0.000603822 0.000335914 4.47569e-05 -0.000839567 0.000737633 0.000906997
internal_weight=0 0.0197811 0.0185422 0.0168173 0.015661 0.0142484 0.008123 0.00710636 0.00592775 0.00323804 0.00612544 0.00500039 0.00219671 0.00280368 0.00268971
internal_count=3121 2788 2565 2351 2253 2089 1037 639 418 206 1052 937 570 367 212
is_linear=0
shrinkage=0.0037357


Tree=1097
num_leaves=16
num_cat=0
split_feature=1 151 15 3 131 14 2 42 13 0 4 0 15 13 15
split_gain=0.000104315 0.000171331 0.000205931 0.000154663 0.000143027 0.000177032 0.000133601 0.000268265 0.00017921 0.000111604 0.000252764 0.000189361 0.00023093 0.000127716 0.000174747
threshold=0.13146500000000003 0.085465000000000013 0.095175000000000023 0.11296500000000002 0.08844500000000001 -0.22253999999999999 0.10912000000000001 0.092145000000000019 -0.0018299999999999998 -0.062294999999999996 -0.27825499999999997 -0.083914999999999976 -0.0063699999999999989 -0.0018299999999999998 -0.10091499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -2 5 -1 7 9 -8 11 -11 12 13 -7 -15
right_child=3 -3 -4 -5 -6 6 8 -9 -10 10 -12 -13 -14 14 -16
leaf_value=-0.0012948273509815523 0.0016781772628055539 0.0013717936874216928 -0.0016614450493940384 -0.00022421693656254831 -0.0012150602083883231 -0.0012733062278998699 0.0021085601910524172 -0.001666170988732845 9.8939039521053513e-05 -9.2870311941311537e-05 0.0021451228937855189 -0.001473949847585267 0.0012658750900440196 0.0010954488441999198 -0.00069849429772229161
leaf_weight=0.001237726906126114 0.0011546017532583211 0.0010096310138795186 0.0011737757915999394 0.0011384232363587099 0.0013475661919180029 0.001244045607814769 0.0010102678651223718 0.0011846805307299266 0.0014488080088439501 0.0017110139238543098 0.0011200480140529665 0.0010873665927823017 0.0018447999117248148 0.0013494239442610745 0.0015824603942612425
leaf_count=79 116 102 360 118 323 413 159 235 130 141 66 411 324 38 106
internal_value=0 -9.48345e-05 -0.00018022 0.000733691 -7.26863e-05 3.1184e-05 0.000152015 -1.87656e-05 0.000924556 0.000177594 0.000792543 -6.73321e-05 0.000186708 -0.000290035 0.000127183
internal_weight=0 0.0183516 0.017342 0.00229302 0.0161682 0.0148206 0.0135829 0.0111238 0.00245908 0.00993916 0.00283106 0.0071081 0.00602073 0.00417593 0.00293188
internal_count=3121 2887 2785 234 2425 2102 2023 1734 289 1499 207 1292 881 557 144
is_linear=0
shrinkage=0.00366245


Tree=1098
num_leaves=15
num_cat=0
split_feature=48 1 15 16 3 457 16 0 13 403 52 2 12 1
split_gain=9.27121e-05 0.000154413 0.000179742 0.000265643 0.000201367 0.000148821 0.00014876 0.000133102 0.000298438 0.00025057 0.000289868 0.000283178 0.000510969 0.000216159
threshold=-0.086869999999999989 0.10752500000000002 -0.016799999999999995 -0.071854999999999988 0.10542000000000001 0.080930000000000016 -0.42170999999999997 0.18019500000000002 0.065590000000000009 0.03138500000000001 0.10160000000000001 0.097845000000000015 0.086915000000000006 0.086560000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 5 3 6 -5 7 -3 8 9 10 11 12 13 -2
right_child=1 2 -4 4 -6 -7 -8 -9 -10 -11 -12 -13 -14 -15
leaf_value=-0.0010182319768245432 0.0010635180430996131 9.5351224852759678e-05 0.0016511354170656817 0.00036695991245650449 -0.0018412246667852278 0.00078327301558682135 0.0019534497864814667 0.00093973465310503469 -0.0021770428495501157 0.0010795120271235954 -0.0019582761087248162 0.0011760685142992028 -0.0026318380564270484 -0.00083996716717006496
leaf_weight=0.0011378025185271303 0.0016590972087494604 0.0011247502338231907 0.0014829359493311314 0.0011210683279460065 0.0010949895248870689 0.0019071322137964595 0.0011888261484959139 0.0010197692710960391 0.0011843212909369858 0.0016280302759352772 0.0014791827353436426 0.0015920334826177163 0.0012294971877027661 0.0015458419753846542
leaf_count=77 450 160 95 147 45 174 122 27 249 263 387 257 572 96
internal_value=0 5.76663e-05 0.000544418 0.000182095 -0.000724139 -0.000163296 0.00105013 -0.000322519 -0.000447273 -0.000222982 -0.000505502 -0.000148922 -0.000624615 0.000145408
internal_weight=0 0.0192575 0.00601257 0.00452963 0.00221606 0.0132449 0.00231358 0.0113378 0.010318 0.00913368 0.00750565 0.00602647 0.00443444 0.00320494
internal_count=3121 3044 569 474 192 2475 282 2301 2274 2025 1762 1375 1118 546
is_linear=0
shrinkage=0.00366245


Tree=1099
num_leaves=15
num_cat=0
split_feature=12 484 50 48 4 48 12 49 42 51 16 4 52 49
split_gain=9.53111e-05 0.000101495 0.000133112 0.000248375 0.000207968 0.000120394 0.000173122 0.00023352 0.000184648 0.000172587 0.000157584 0.000156434 0.000648474 0.000145679
threshold=0.11650500000000001 -0.0068949999999999992 0.099210000000000007 0.11951500000000001 0.27834500000000006 0.016865000000000002 0.097825000000000009 -0.006494999999999999 0.091545000000000015 -0.025069999999999999 -0.094359999999999986 0.053180000000000012 0.077655000000000016 -0.078034999999999979
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 6 7 -3 9 -9 -7 12 -11 -12
right_child=-2 2 -4 -5 -6 10 -8 8 -10 11 13 -13 -14 -15
leaf_value=-0.0010498103881536923 -0.0012539673931625103 -0.0021428061826052813 0.001639672440077159 -0.0020043882897740548 0.0015907049475514128 -0.00043736753929798602 0.0010055330286031713 0.001285161145938921 -0.0017925235288032586 -0.0032626313405631092 0.00022553969084249077 0.0006599399321860533 0.0010144933230927947 0.0024348543231189103
leaf_weight=0.0013898260155776878 0.0010624763049469901 0.0013048137512727829 0.0010455550523634774 0.0010070188243380676 0.0017445828186192789 0.0013918625465907941 0.0017612815891671638 0.0016957103868274776 0.0010938177027609575 0.0012295722896420421 0.0010284417824939496 0.0017671051863836773 0.0013913332002182255 0.0011802924782424737
leaf_count=477 147 145 220 60 267 78 226 203 224 272 132 85 437 148
internal_value=0 6.66633e-05 0.000154622 6.10617e-05 0.000194487 1.85428e-05 -0.000218704 -0.000472906 -0.000169333 0.000122508 0.000693507 -0.00032679 -0.000992078 0.00140614
internal_weight=0 0.0190312 0.0176414 0.0165958 0.0155888 0.0138442 0.0102436 0.00848235 0.00717754 0.00608372 0.0036006 0.00438801 0.00262091 0.00220873
internal_count=3121 2974 2497 2277 2217 1950 1592 1366 1221 997 358 794 709 280
is_linear=0
shrinkage=0.00429114


Tree=1100
num_leaves=15
num_cat=0
split_feature=50 15 15 2 156 133 52 16 0 3 0 3 43 3
split_gain=9.18778e-05 0.000140367 0.000121329 0.000121418 0.000132625 0.000113117 0.000130741 0.000266815 0.000195923 0.000189224 0.000181798 0.000106082 9.7798e-05 7.72047e-05
threshold=0.10647500000000001 -0.24436499999999997 -0.11713499999999999 -0.0091949999999999983 0.088775000000000007 0.10722500000000001 0.077655000000000016 -0.091354999999999978 -0.10011499999999998 -0.042499999999999989 -0.060129999999999996 0.090900000000000009 -0.074359999999999996 -0.084074999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 5 6 8 -8 9 -5 -10 -11 -12 -9
right_child=-2 2 3 4 -6 -7 7 13 10 11 12 -13 -14 -15
leaf_value=0.001247760095319567 -0.0010239285995579635 -0.00095050081282538953 0.0012086892706564597 0.0015461978408093018 -0.0012700505693963758 -0.0010089095479874524 -0.00085530821463486743 0.00052025167666182488 -0.001668295793219638 -0.00071561728618380147 0.00066204271280837239 0.0005272382998076767 -0.00078415178335596947 0.0017550092787959506
leaf_weight=0.0011924927198531101 0.0010745484442396527 0.0016551030386980871 0.0011239550096453456 0.0013635321659823951 0.0010120387134539563 0.0011354398735215496 0.001007033948812186 0.0010346342431453714 0.001464312402586986 0.0015940445663966676 0.0012002376693924788 0.0019916748929951211 0.0012112655640632661 0.0017693261211648723
leaf_count=223 333 214 98 83 249 323 144 216 644 102 66 101 96 229
internal_value=0 5.56676e-05 -2.52749e-05 7.09907e-05 -1.55057e-05 7.66882e-05 0.000174237 0.000730027 -6.57742e-05 0.000407668 -0.00067034 -2.52777e-05 -6.43613e-05 0.0012994
internal_weight=0 0.0187551 0.0175626 0.0159075 0.0147835 0.0137715 0.0126361 0.00381099 0.00882507 0.00494925 0.00387582 0.00358572 0.0024115 0.00280396
internal_count=3121 2788 2565 2351 2253 2004 1681 589 1092 286 806 203 162 445
is_linear=0
shrinkage=0.00359063


Tree=1101
num_leaves=14
num_cat=0
split_feature=151 1 150 151 15 151 11 43 2 52 2 3 1
split_gain=9.35223e-05 0.00017557 0.000154732 0.000192198 0.000209642 0.000170776 0.00015811 0.000162116 0.000188225 0.000208207 0.00022007 0.000175749 0.000129711
threshold=0.086470000000000005 0.13534000000000004 0.083095000000000016 -0.033849999999999991 0.095175000000000023 -0.055494999999999996 0.079915000000000014 -0.074359999999999996 0.088225000000000012 0.090645000000000017 0.11177500000000001 -1.0000000180025095e-35 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 6 -4 7 12 11 10 -10 -9 -5
right_child=-2 -3 5 4 -6 -7 -8 8 9 -11 -12 -13 -14
leaf_value=-0.0017661764182171076 0.001226875098807124 0.0013456777417141493 0.0016156338611933213 5.4804856271521592e-06 -0.0020794257415061921 -0.00048025930157596182 -0.0015329303986475571 -0.0024326614843106658 0.0017889852223038712 -0.0011231357585055708 -0.00069088314337476355 -0.00017929239806342326 0.0016489048981692478
leaf_weight=0.0016341421311152357 0.0010762103823700455 0.0014760138311163953 0.0016457316316778048 0.0016719053618832191 0.0010068824113809169 0.0012669969569176756 0.0011701857078167963 0.0011351738001031952 0.0019201991506353766 0.0013054846185365232 0.0010032139186028077 0.0014532886802314238 0.0018773906957627595
leaf_count=248 108 180 244 425 347 73 147 590 225 148 105 60 221
internal_value=0 -7.42446e-05 -0.000196875 -0.000381942 -0.00020161 0.000703949 -3.77227e-05 0.000131056 -0.000256139 0.000301702 0.00093798 -0.00116751 0.000874765
internal_weight=0 0.0185666 0.0170906 0.0141779 0.0125437 0.00291273 0.0115368 0.0103667 0.00681736 0.0042289 0.00292341 0.00258846 0.0035493
internal_count=3121 3013 2833 2516 2268 317 1921 1774 1128 478 330 650 646
is_linear=0
shrinkage=0.00429114


Tree=1102
num_leaves=14
num_cat=0
split_feature=49 42 151 1 43 52 457 42 16 3 3 4 43
split_gain=0.000100136 0.000142496 0.000148353 0.000152529 0.000289433 0.000197795 0.000181695 0.000259258 0.000232961 0.000170667 0.00015445 0.000142209 3.54848e-05
threshold=-0.14917999999999998 0.10256000000000001 0.056735000000000001 0.077565000000000009 0.13895500000000002 0.083680000000000018 0.045365000000000009 0.08623500000000002 -0.27167499999999994 0.13524500000000003 0.088060000000000013 0.053180000000000012 -0.084004999999999982
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 -2 7 8 -5 10 11 -10 -7
right_child=1 -3 -4 6 -6 12 -8 -9 9 -11 -12 -13 -14
leaf_value=0.00095701273163601439 -0.0021963088649252526 -0.0013563363192245867 -0.0013762155614067484 -0.0016795617648241107 0.0012855009844349346 0.00029260977740564885 0.0018320165207310456 0.0015976231275665429 -0.00040875636765029262 0.0017391876125005599 -0.0013442246265549748 0.0012644869003207891 -0.00077533913917371335
leaf_weight=0.0016887364869183621 0.001515066203446048 0.0014012175935909357 0.0012088671377430407 0.0013749328155384108 0.0011896007872870817 0.0010526909199495282 0.0013286918999400052 0.0017998470034863434 0.0019578290669173262 0.0010212347718958625 0.001280197183921139 0.0015467140522166245 0.0010644952696480525
leaf_count=98 697 336 111 131 139 139 145 301 363 84 76 70 431
internal_value=0 -9.40554e-05 1.41889e-05 0.000125271 -0.000480238 -0.00105854 0.000408475 0.000197863 -0.000152977 0.000208539 -0.000118156 0.000329722 -0.000244342
internal_weight=0 0.0177414 0.0163402 0.0151313 0.00482185 0.00363225 0.0103094 0.00898075 0.00718091 0.00580598 0.00478474 0.00350454 0.00211719
internal_count=3121 3023 2687 2576 1406 1267 1170 1025 724 593 509 433 570
is_linear=0
shrinkage=0.00412451


Tree=1103
num_leaves=28
num_cat=0
split_feature=14 1365 33 10 1213 1374 1429 128 480 42 3 376 2 3 4 49 15 13 2 12 47 15 16 15 1 13 1
split_gain=0.00073284 0.00063377 0.000582834 0.00087998 0.000516062 0.000529111 0.000540124 0.000521627 0.000558202 0.00047842 0.000550892 0.00043839 0.00044517 0.000695931 0.000721604 0.000489608 0.000379593 0.000364628 0.000344116 0.000643473 0.000312157 0.0003064 0.000259705 0.000228755 0.000196062 0.000119367 0.000173511
threshold=0.076175000000000007 1.0000000180025095e-35 -0.0066799999999999993 -1.0000000180025095e-35 -0.080769999999999995 -0.094929999999999987 -1.0000000180025095e-35 0.086435000000000012 0.084710000000000021 0.092145000000000019 -0.15121499999999996 0.11430500000000002 0.12992500000000004 -0.078934999999999991 -0.082109999999999975 -0.070909999999999987 -0.10203999999999998 -0.080759999999999985 0.10731 0.098330000000000015 0.09055500000000001 0.083935000000000023 0.23311500000000004 -0.089964999999999976 0.13265500000000002 -0.08971999999999998 0.095285000000000022
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 -5 -6 -7 8 9 10 -8 12 13 14 21 23 20 -16 19 -11 -17 -12 25 -15 -14 -18 -27
right_child=-2 -3 3 4 5 6 7 -9 -10 18 11 -13 24 15 17 16 22 -19 -20 -21 -22 -23 -24 -25 -26 26 -28
leaf_value=-0.00086694929464111901 -0.00094310464815540473 -0.00093093967568944405 0.00094665236069421612 -0.00079724815157583247 -0.00073580009869862338 -0.00077923170865693773 0.0008580208032493309 -0.00063746448300150969 -0.0006969215073239246 -0.00092249414557475911 -4.3602268185418833e-05 -0.00054008380207420112 -0.0005961506038084319 0.00038919489186667376 -0.0010284929927358746 0.00064744470230290241 0.0011666148393563781 -0.00011399322765520116 0.00026415354049429205 0.0002087056708475064 -0.00017837637405096051 0.00076541924874357265 0.00034314874089029707 -0.00039282835238595203 0.000116413139051456 0.00049935659401673116 0.0010599586587251766
leaf_weight=0.001050341076211935 0.0012659664560024089 0.0010551096206556912 0.0015697257367643927 0.0011296699970624316 0.0012517407613188416 0.0010674258110492376 0.0020019599689220435 0.0013481885132975427 0.0011403357214148082 0.0016979436544835016 0.0013571334451842765 0.0011593915589287454 0.0012544657545774376 0.0010068505744840195 0.0011646949560160024 0.0012803165378671997 0.0015919277158289455 0.0014603614772040838 0.0016724011851572129 0.0013347975642681309 0.0014512875015206816 0.0014274308514776735 0.0017320718662126033 0.0012410836493330643 0.0010576807323179338 0.0017637806535964074 0.0015341440718117383
leaf_count=34 101 63 138 320 51 151 99 169 207 261 55 11 33 38 304 78 36 244 130 59 44 155 48 51 62 136 43
internal_value=0 2.24572e-07 2.77087e-05 5.47918e-05 1.2531e-05 4.11203e-05 7.27509e-05 0.000103394 0.00013865 0.000173694 0.000247667 0.000188011 0.000231697 0.000299914 -6.11767e-05 0.000468285 0.000591057 -0.000519742 -0.000179802 -0.00042462 0.00020869 0.000371121 0.000748787 -4.25599e-05 -0.000270192 0.000892471 0.00076014
internal_weight=0 0.0368023 0.0357472 0.0346968 0.0331271 0.0319974 0.0307457 0.0296782 0.0283301 0.0271897 0.0224846 0.0204826 0.0193232 0.0170111 0.00540962 0.0116015 0.00935353 0.00262506 0.00470514 0.00303274 0.0027316 0.00278456 0.00662192 0.00224793 0.00231215 0.00488985 0.00329792
internal_count=3121 3020 2957 2923 2785 2465 2414 2263 2094 1887 1437 1338 1327 1232 758 474 385 548 450 320 122 210 263 89 95 215 179
is_linear=0
shrinkage=0.00121906


Tree=1104
num_leaves=14
num_cat=0
split_feature=52 1 0 52 4 47 1 2 1 3 16 4 4
split_gain=9.44086e-05 0.000155579 0.000118581 0.000183386 0.000157124 0.000136289 0.000180842 0.000193061 0.000190984 0.000155555 0.000135167 0.000198951 7.28305e-05
threshold=-0.40306999999999998 0.13436000000000001 -0.060129999999999996 0.11434500000000002 -0.35136499999999998 0.096175000000000024 0.094385000000000011 0.092875000000000013 0.11103500000000001 0.12178000000000001 -0.083134999999999987 0.018150000000000003 -0.0024449999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 5 4 -4 6 7 10 -8 -10 12 -12 -2
right_child=1 -3 3 -5 -6 -7 8 -9 9 -11 11 -13 -14
leaf_value=-0.0012700386455652582 0.0012636659124881887 0.001463090658440785 0.0001758223188743654 -0.0010803625473605322 0.0021658569019048718 -0.0014267311527902649 0.0017560833984670062 -0.0022289739356053714 0.0009878671985012388 -0.0014864478889622642 -0.0018273572873636738 0.00065359378957598928 -0.00024332049659413988
leaf_weight=0.0011500930242246956 0.0014096253515472057 0.0015341622654368994 0.0017324277830974566 0.0010297607695441968 0.0015668751622222058 0.0018264728380525961 0.0018545397779554662 0.0011573333880006975 0.001055231939198098 0.0010523291652901889 0.001746712661901793 0.0010876501533232386 0.0012589939520943599
leaf_count=324 389 195 103 72 145 191 226 395 94 48 781 23 135
internal_value=0 7.50144e-05 -5.19102e-05 0.000597291 0.00112091 -0.000277668 -8.00922e-05 -0.000538367 0.000690271 -0.000247586 -0.000182815 -0.000875324 0.000552704
internal_weight=0 0.0183121 0.016778 0.00432906 0.0032993 0.0124489 0.0106224 0.00666032 0.0039621 0.00210756 0.00550298 0.00283436 0.00266862
internal_count=3121 2797 2602 320 248 2282 2091 1723 368 142 1328 804 524
is_linear=0
shrinkage=0.00455379


Tree=1105
num_leaves=31
num_cat=0
split_feature=39 9 151 33 14 16 1213 3 16 51 456 39 376 480 1 51 42 42 3 1374 403 43 159 133 3 151 150 151 52 47
split_gain=0.00117272 0.00116069 0.000976439 0.000933812 0.000954854 0.000995386 0.00091227 0.00077912 0.000727761 0.000678764 0.000561406 0.000565935 0.000752722 0.00064233 0.000633669 0.000869241 0.000764996 0.000803219 0.00103786 0.000763337 0.000703159 0.000651084 0.000840336 0.000619299 0.000595745 0.000422721 0.00055619 0.000659744 0.000966167 0.00040396
threshold=0.16946000000000003 -0.036024999999999995 -0.5145249999999999 -0.0066799999999999993 0.076175000000000007 0.51524500000000006 -1.0000000180025095e-35 0.30112000000000005 -0.54165499999999989 0.15000000000000002 0.087015000000000023 -1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 0.12765500000000005 -0.095579999999999984 0.092145000000000019 -1.0000000180025095e-35 -0.15121499999999996 -0.094929999999999987 0.03138500000000001 0.12450000000000001 0.091530000000000014 0.0033250000000000003 -0.082234999999999989 -0.016164999999999995 0.087380000000000013 0.13982000000000003 0.11434500000000002 0.09550500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 5 6 -5 8 -8 10 11 -10 13 14 15 -13 17 20 -19 -20 -17 22 25 24 -18 -21 27 28 29 -27
right_child=-2 2 3 4 -6 -7 7 -9 9 -11 -12 12 -14 -15 -16 16 23 18 19 21 -22 -23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=0.0013731668888223917 0.0013732813433282596 -0.0013031863905874892 -0.0011164377584150552 -0.00081492515268596541 -0.0010004116232231837 -0.0010265764126448566 0.0010687909322578859 0.0010050727754024348 -0.00069666585847395247 -0.00096235770674578662 -0.00077573206202663579 -0.0010874066489071589 0.0011991413835563997 -0.00081155720849906943 0.00088458845620926184 -0.00081928972016417966 0.000444234308582153 0.0013145384050028503 -0.00066455914619653307 0.00083006010492892577 0.00030439906287431861 0.0013630262130096737 -0.00068099320577434891 -0.0011104648590039251 -0.00079291276829688596 0.00030233008302249482 -0.00063737063001716914 0.0013532488307204415 -0.00065321595093473901 0.001158479684757656
leaf_weight=0.0010549782298276958 0.0011118523726878484 0.0012042247365542371 0.0015050584909133127 0.0021370855626814391 0.0017941067375009103 0.0016487689638431382 0.0013182659243522387 0.0017361124341324077 0.0016121627020311271 0.0012531766973022931 0.0014402873923531337 0.0011428255655168132 0.0012100702387929365 0.0014051071186216282 0.0020021355332264781 0.0023217730573057418 0.0019073498390014265 0.0018909736073737657 0.0015846845170344173 0.0029578241232908207 0.001915497336650418 0.0010809169108441088 0.0015998124818956691 0.0014824678633118538 0.0011921564086172501 0.005301785183673878 0.0011989832425554079 0.0011028907640593397 0.0018476224783530171 0.0012917864720947136
leaf_count=89 23 50 29 468 99 158 51 115 33 66 143 161 73 179 58 384 30 31 26 73 82 13 80 169 94 183 47 10 87 17
internal_value=0 -5.1902e-05 -8.19187e-05 -5.18322e-05 -1.80119e-05 2.06549e-05 5.9956e-05 0.000104689 6.5669e-05 3.15362e-05 6.47599e-05 9.83407e-05 0.000135559 9.68249e-05 0.000136935 8.67363e-05 0.000133529 0.000231311 0.0003471 0.000245276 -0.000311316 0.000333289 0.000260544 -0.000380664 -3.16069e-05 0.000370484 0.000243952 0.000354669 0.000224198 0.000470064
internal_weight=0 0.0511409 0.0500859 0.0488817 0.0473766 0.0455825 0.0439338 0.0417967 0.0400606 0.0387423 0.0374891 0.0360488 0.0344367 0.0332266 0.0318215 0.0298193 0.0286765 0.0240946 0.0198573 0.0179663 0.00423727 0.0163816 0.0153007 0.00458197 0.00309951 0.0137009 0.0107431 0.00954408 0.00844119 0.00659357
internal_count=3121 3098 3009 2959 2930 2831 2673 2205 2090 2039 1973 1830 1797 1724 1545 1487 1326 1033 567 536 466 510 497 293 124 417 344 297 287 200
is_linear=0
shrinkage=0.00137286


Tree=1106
num_leaves=31
num_cat=0
split_feature=39 42 151 16 1213 33 9 1456 1374 38 14 124 1456 1374 42 155 40 3 0 3 0 3 15 49 160 16 43 2 1 16
split_gain=0.00115444 0.00122219 0.000994915 0.000893486 0.000676505 0.000667003 0.000693851 0.00102986 0.00067675 0.000666971 0.000691915 0.000969558 0.000549022 0.000559578 0.000603746 0.000628434 0.000571604 0.000796787 0.000555782 0.000572684 0.000912612 0.000647265 0.000739421 0.000472138 0.000472408 0.000441668 0.0004107 0.000303014 0.00071023 0.000262808
threshold=0.16946000000000003 -0.11051499999999999 -0.5145249999999999 -0.53943499999999989 -0.080769999999999995 -0.0066799999999999993 0.09055500000000001 -1.0000000180025095e-35 0.10637000000000001 0.10386000000000002 0.076175000000000007 -0.027784999999999997 1.0000000180025095e-35 -0.094929999999999987 0.11275500000000001 0.084785000000000013 -0.067184999999999981 0.149315 -0.22491999999999998 -0.10217499999999997 -0.043914999999999989 -0.078934999999999991 0.082685000000000022 -0.0020949999999999996 -1.0000000180025095e-35 -0.091114999999999988 -0.082389999999999977 0.10613000000000002 0.077845000000000011 -0.087989999999999985
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 -5 -6 7 -7 9 10 11 -9 13 -13 15 16 -15 18 -18 27 21 22 -21 -23 -25 -16 -24 28 -20 -26
right_child=-2 2 3 4 5 6 -8 8 -10 -11 -12 12 -14 14 25 -17 17 -19 19 20 -22 23 26 24 29 -27 -28 -29 -30 -31
leaf_value=-0.00079917995464043562 0.0011491090959956974 -0.0010687784459542397 0.00081737038728321525 -0.00083061277551702017 -0.00082208304900704661 -0.00092293575941440891 0.00083970048995246551 0.0008357506327447751 -0.00086425552843507724 -0.00075387776196283291 -0.00072345672688136384 -0.00060417987540808233 -0.00075052496325153217 -0.0004785776634969722 0.0001223959275596076 -0.00068173490284472197 0.00068978872499469404 0.00094944031572162047 -0.00024725316910549806 -0.00085014354441128031 -0.00070144550763332142 -0.00033795556972827793 0.00043460993453504676 -5.4907022898107389e-05 0.00093888298352225988 -0.00090045074656804091 -0.00044260161662550444 0.00081120245528101364 0.00085086160566980886 0.00038499286319181036
leaf_weight=0.0027236453560168785 0.0010800883874608749 0.0011350998362900091 0.0017815809792427464 0.0012948613347387719 0.0012254150272745781 0.0015015023346305325 0.0013766349341457476 0.0024198932960532984 0.0010438283398883632 0.0012397397575050198 0.0012853190734993794 0.0013851859842759487 0.0010141181828766657 0.0014252493254973677 0.0010336888391737631 0.0010430237088236973 0.0027346588521481681 0.0020810705319913572 0.0017502754207683142 0.0015411281607324691 0.0020087010808894053 0.0011169289473258459 0.0019918715591682448 0.001637283473961304 0.0022880756445520234 0.0012082653288523195 0.0010895839995992427 0.002011107390320177 0.001398076090922018 0.002234259025229334
leaf_count=179 23 48 92 304 34 226 41 188 31 31 55 38 234 34 35 158 30 87 49 257 60 27 82 123 55 136 263 46 30 125
internal_value=0 -5.18016e-05 -6.86222e-06 2.04327e-05 -1.30693e-05 1.2697e-05 3.83609e-05 9.69484e-06 4.75612e-05 7.40455e-05 0.000103627 0.000135443 8.07635e-05 0.000108885 0.000143429 0.000192118 0.000228132 0.000270306 0.00020548 0.000136019 1.47614e-05 0.000135665 -0.000200482 0.000349209 0.000473814 -0.000428851 0.000124433 0.000462883 0.000240382 0.000665234
internal_weight=0 0.0480201 0.0452964 0.0441613 0.0423797 0.0410849 0.0398595 0.0384828 0.0369813 0.0359375 0.0346978 0.0334124 0.0309926 0.0299784 0.0285932 0.0263513 0.0253083 0.023883 0.0218019 0.0190673 0.0139078 0.0118991 0.00462258 0.00727655 0.00615962 0.00224195 0.00308146 0.00515946 0.00314835 0.00452233
internal_count=3121 3098 2919 2871 2779 2475 2441 2400 2174 2143 2112 2057 1869 1635 1597 1426 1268 1234 1147 1117 992 932 602 330 303 171 345 125 79 180
is_linear=0
shrinkage=0.00114875


Tree=1107
num_leaves=31
num_cat=0
split_feature=39 42 151 16 1374 1213 1429 480 33 9 1456 403 14 43 1374 38 1 16 0 403 15 52 42 52 16 3 160 15 0 43
split_gain=0.00135051 0.00102934 0.000997163 0.000703533 0.000619946 0.000648338 0.000667357 0.000649626 0.000690592 0.000796517 0.000711249 0.000645607 0.000646956 0.000625289 0.000654867 0.000682373 0.000579775 0.000896187 0.000585911 0.000716815 0.000498818 0.00062997 0.000772372 0.000525422 0.000443838 0.000398555 0.000398708 0.000400982 0.000339493 0.000269408
threshold=0.16946000000000003 -0.11051499999999999 -0.5145249999999999 -0.53943499999999989 0.093235000000000012 -0.080769999999999995 -1.0000000180025095e-35 0.084710000000000021 -0.0066799999999999993 0.09055500000000001 -1.0000000180025095e-35 -0.088999999999999982 0.083150000000000016 0.24789500000000006 -0.094929999999999987 0.10386000000000002 1.0000000180025095e-35 0.15891500000000003 -0.10151999999999999 0.097240000000000007 0.088235000000000022 0.096795000000000006 0.084695000000000006 0.11277500000000001 -0.36241499999999999 0.10299500000000002 -0.091944999999999985 -0.10203999999999998 -0.019414999999999998 -0.04890499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 5 -5 -7 8 -8 10 -10 -12 13 14 -13 16 18 24 -16 20 21 22 28 -23 -18 26 -26 29 -20 -28
right_child=-2 2 3 4 -6 6 7 -9 9 -11 11 12 -14 -15 15 -17 17 -19 19 -21 -22 23 -24 -25 25 -27 27 -29 -30 -31
leaf_value=-0.00088351222341533119 0.0012687957041116497 -0.001202026260460432 0.00081977842350585111 -0.00092187285595496404 -0.00083747320906624872 -0.00080994300779135191 -0.00085773995731155592 -0.00077533341332377442 -0.0008798555394447376 0.0011823046145428629 -0.00078644431287936767 -0.00062484180369814742 -0.0007919136512646004 -0.00051478866326545858 -0.0007355607269058387 -0.00072490314779245963 5.5240364756904659e-05 -0.00029650322097632479 -0.00027607386395040736 -0.00074213705287434067 0.00081398356069190805 0.0012407735686930164 -0.00096239710123056867 3.8951029296340195e-05 -0.00015381479377195802 0.0011719994494711803 0.00064770953349763951 0.00085732771423114012 0.00065823714411930925 -0.00026597502626498368
leaf_weight=0.0022952586655626819 0.0012728704112063829 0.0011050482126506713 0.0016919098497467635 0.0011547444795598763 0.0014222870631517273 0.0014231335120519209 0.0011533737646693956 0.0013915897985441452 0.0011407890786565558 0.001140320369954039 0.0011690844924179258 0.0013024588061654177 0.0010783537333445272 0.0018113632452243502 0.0011690555687167157 0.0010143762281700211 0.0019419155745667863 0.0019960438673649614 0.0011389146193596673 0.001116930021849428 0.0025105866878138983 0.0012145568634878146 0.0013116760549269912 0.0011292193031682274 0.0010299493893057869 0.002385927238973907 0.0010782888511071675 0.0057776919868359929 0.001388069589154382 0.00100107116000458
leaf_count=179 23 48 92 304 47 152 34 209 193 36 310 40 38 150 44 28 116 116 150 44 108 11 136 37 50 83 43 241 24 35
internal_value=0 -5.53911e-05 -1.23766e-05 1.81365e-05 -1.4631e-05 1.46493e-05 4.2511e-05 7.49556e-05 0.000107824 0.000139782 0.000104513 0.000138996 0.000173456 0.000207792 0.000253706 0.000295768 0.0003353 0.000495622 0.000113182 0.000214327 0.000337219 0.000143613 -0.000172742 0.000661742 0.000615269 0.000711742 0.000588175 0.000685439 0.000237142 0.000207832
internal_weight=0 0.046484 0.0441887 0.0430837 0.0413918 0.0399695 0.0388147 0.0373916 0.036 0.0348466 0.0337063 0.0325655 0.0313964 0.0303181 0.0285067 0.0272043 0.0261899 0.0152109 0.010979 0.00980995 0.00869302 0.00618244 0.00383866 0.00234378 0.0132148 0.0112729 0.008887 0.00785705 0.00252698 0.00207936
internal_count=3121 3098 2919 2871 2779 2732 2428 2276 2067 2033 1997 1804 1494 1456 1306 1266 1238 684 554 510 466 358 310 48 568 452 369 319 174 78
is_linear=0
shrinkage=0.00126831


Tree=1108
num_leaves=31
num_cat=0
split_feature=39 9 33 42 151 156 9 1456 16 1213 14 38 3 132 1366 124 43 4 49 133 16 157 15 16 160 2 15 48 43 52
split_gain=0.00126439 0.0012135 0.00102014 0.00104582 0.00111705 0.00107835 0.00138651 0.00104597 0.000936828 0.00105144 0.000719034 0.000735732 0.00102594 0.00070059 0.000705904 0.000643087 0.000613631 0.00142231 0.000575093 0.000628837 0.000989507 0.00066702 0.000550774 0.000938153 0.000630119 0.000537334 0.000530554 0.000479178 0.000477052 0.000507206
threshold=0.16946000000000003 -0.036024999999999995 -0.0066799999999999993 -0.11051499999999999 -0.5145249999999999 -1.0000000180025095e-35 0.088235000000000022 -1.0000000180025095e-35 -0.53943499999999989 -0.082704999999999987 0.078745000000000009 0.10386000000000002 0.30112000000000005 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.027784999999999997 -0.17390999999999998 -0.51843499999999987 0.10595500000000001 0.10275500000000001 0.22339500000000004 -0.08107499999999998 -0.095869999999999983 -0.096824999999999981 0.099315000000000014 0.10005000000000001 -0.094549999999999981 0.12737000000000001 -0.0037449999999999996 0.084240000000000023
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 -5 -6 7 -7 -9 -10 11 12 13 -11 -15 -16 -17 -18 19 20 21 -19 23 -23 26 -21 -24 -20 29 -28
right_child=-2 2 3 4 5 6 -8 8 9 10 -12 -13 -14 14 15 16 17 18 27 25 -22 22 24 -25 -26 -27 28 -29 -30 -31
leaf_value=0.0011719489953125031 0.0011720984220874942 -0.00099339844141745374 -0.00074546154196295314 -0.0011079327499592027 -0.0011717947139369194 -0.00086364186634191721 0.0010498777144362877 0.00087519481833387412 -0.0011717927906595247 -0.00076418338334608099 -0.00077207327621142837 -0.00077242782865774443 0.0011717942058272091 -0.00081927005775433678 0.00082172577199323001 0.0005074383155154351 -0.0011720548844371505 0.00063949715803283676 0.00088771529300820566 -6.5882136301007133e-05 -0.00072698694345637877 0.00021471642926074641 0.00095566081754549798 -0.00082866869390812385 -0.00050295756464963234 0.0010557338462064819 5.0280751322625872e-05 -6.1334221690261722e-05 0.0002907339573538448 -0.000940222165108894
leaf_weight=0.001095508521200105 0.0011879931838905114 0.0016067838857907182 0.0027835420984265715 0.0012370355658504186 0.0010223971856935235 0.0018276979570988052 0.0018120305400461936 0.0017736924290954114 0.0010155600996366579 0.0013662418169091408 0.0014648991831869287 0.0013969566643403644 0.0011739598634861173 0.001135989916843271 0.0017026356730500672 0.0041324684922727775 0.0013017891811912671 0.002319673466470106 0.0020504572361552667 0.0010016396123275753 0.0025435615458562202 0.002116471954439092 0.0011476041100415496 0.0026829334483906486 0.0020663406883372213 0.0014146091200082367 0.002387639758117289 0.0011345731221581445 0.0070159826126783625 0.0010100366404595107
leaf_count=89 23 29 178 48 155 233 54 62 250 252 43 31 87 52 104 59 20 130 87 213 154 62 16 73 64 43 137 24 191 158
internal_value=0 -4.93007e-05 -7.33439e-05 -4.59869e-05 -7.99993e-06 1.92035e-05 4.40563e-05 5.42873e-06 4.04496e-05 6.47735e-06 3.45888e-05 6.3339e-05 9.27444e-05 5.98677e-05 9.01615e-05 0.000118836 8.39714e-05 2.60127e-05 7.9995e-05 2.18055e-05 -3.72223e-05 4.73434e-05 -2.71995e-05 -0.00036855 9.30183e-05 0.000590776 0.000199537 0.000549644 0.000116211 -0.000244169
internal_weight=0 0.0567407 0.0556452 0.0540384 0.0512549 0.0500178 0.0489954 0.0471834 0.0453557 0.043582 0.0425665 0.0411016 0.0397046 0.0385306 0.0371644 0.0360284 0.0343258 0.0301933 0.0288915 0.0257065 0.0232902 0.0207467 0.018427 0.00479941 0.0136276 0.00241625 0.0115613 0.00318503 0.0104137 0.00339768
internal_count=3121 3098 3009 2980 2802 2754 2599 2545 2312 2250 2000 1957 1926 1839 1587 1535 1431 1372 1352 1241 985 831 701 135 566 256 502 111 486 295
is_linear=0
shrinkage=0.00117172


Tree=1109
num_leaves=15
num_cat=0
split_feature=147 11 52 52 16 13 1 0 43 157 3 43 2 4
split_gain=0.000118396 0.000183708 0.000155499 0.000192974 0.000174839 0.000190593 0.000243175 0.000255084 0.000169559 0.000154148 0.000253445 0.000168139 0.000217513 8.14359e-05
threshold=0.089025000000000007 0.087830000000000005 0.19022000000000003 0.10347000000000002 0.26676500000000009 -0.0034749999999999994 0.08844500000000001 -0.084044999999999995 -0.04890499999999999 -0.071119999999999989 0.11296500000000002 -0.095049999999999982 0.088225000000000012 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 7 -1 -8 -7 11 -11 -13 -14
right_child=-2 -3 -4 -5 -6 9 8 -9 -10 10 -12 12 13 -15
leaf_value=-0.0014430724998749471 0.0014315721907641858 -0.001802272895705454 -0.0013194635053105871 0.0014178086871988993 -0.0012660478600237952 0.0012298126874062247 0.0028354002667277441 0.0010091873563017641 0.00074559801479642254 -0.0015911852053609732 -0.0025145185270319089 -0.00085817562866054265 0.0019329147035528885 0.00026482129269731576
leaf_weight=0.0014618516489692231 0.0010017728994444744 0.0010788283325648953 0.0014716254561085709 0.0019152330491345451 0.001844297654980954 0.0010078167417697514 0.0011884221941582673 0.0016772504901936269 0.0017943282682502115 0.0012136755583735948 0.0010383490591436839 0.0018255750684504938 0.0011524137952023672 0.0010123153481437219
leaf_count=647 124 118 341 229 299 65 216 353 269 175 36 136 57 56
internal_value=0 -8.07236e-05 1.9112e-05 0.000134098 -2.74794e-05 0.000143347 0.000700867 -0.000132808 0.00157824 -0.00032741 -0.000578822 -0.000192592 0.000232798 0.00115285
internal_weight=0 0.019682 0.0186032 0.0171315 0.0152163 0.013372 0.00612185 0.0031391 0.00298275 0.00725015 0.00624233 0.00520398 0.0039903 0.00216473
internal_count=3121 2997 2879 2538 2309 2010 1485 1000 485 525 460 424 249 113
is_linear=0
shrinkage=0.00429114


Tree=1110
num_leaves=15
num_cat=0
split_feature=50 15 3 15 131 151 13 151 15 49 2 52 0 1
split_gain=9.38712e-05 0.00016609 0.000106664 0.0001284 0.00011756 0.000147415 0.000161081 0.000149009 0.000297189 0.000260556 0.000193698 0.000139314 0.000174527 8.93064e-05
threshold=0.10647500000000001 -0.24436499999999997 -0.15447499999999995 -0.11713499999999999 0.088495000000000004 -0.086944999999999981 -0.095304999999999987 0.08357500000000001 0.088655000000000025 -0.069799999999999987 0.097385000000000013 0.077655000000000016 -0.10151999999999999 0.083345000000000016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 5 -5 13 8 9 -8 11 12 -11 -7
right_child=-2 2 3 4 -6 6 7 -9 -10 10 -12 -13 -14 -15
leaf_value=0.0016791417158783322 -0.001302912240379668 0.0011176771461356926 -0.0013989192671274575 0.001640071443130692 -0.0012352152300752885 0.00025086029462877287 -0.0021830723169052419 0.0013081815093806033 -0.0023247941244385613 0.0010697520903660018 -0.0014345073286547248 0.0018798795724352445 -0.0010409271476180581 0.0018839814233808799
leaf_weight=0.0012393338006694279 0.001097111140937578 0.0015029097053893504 0.0015460763155015723 0.0011946465206387211 0.0014895922866023934 0.0017307456492328096 0.0010695818531540925 0.0010357860164340602 0.0015483528638823296 0.0018871815972119066 0.0011258065559578978 0.0013874763836079218 0.0014264346751949944 0.0011596025164792856
leaf_count=223 333 168 204 162 336 101 88 58 460 48 223 278 353 86
internal_value=0 6.63718e-05 -4.40313e-05 -0.000149201 -2.08621e-05 0.000112482 -3.50355e-05 -0.000321948 -0.000521889 -0.000117112 0.000262114 0.000668417 0.000161154 0.000906066
internal_weight=0 0.0193435 0.0181042 0.0166013 0.0150552 0.0135656 0.012371 0.00948062 0.00844483 0.00689648 0.0058269 0.00470109 0.00331362 0.00289035
internal_count=3121 2788 2565 2397 2193 1857 1695 1508 1450 990 902 679 401 187
is_linear=0
shrinkage=0.00455379


Tree=1111
num_leaves=15
num_cat=0
split_feature=48 1 15 16 160 0 43 52 1 52 52 4 0 47
split_gain=9.296e-05 0.000160659 0.000228573 0.000248717 0.000122563 0.000114689 0.000107514 0.000242036 0.000194652 0.000153665 0.000143863 0.000208175 0.00021356 6.60388e-05
threshold=-0.086869999999999989 0.10439500000000002 -0.016799999999999995 -0.061854999999999993 -0.090969999999999981 -0.18113999999999997 -0.078654999999999989 0.096795000000000006 1.0000000180025095e-35 0.090245000000000006 -0.087769999999999987 -0.0016099999999999997 -0.10224499999999999 0.090280000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 4 3 5 -2 -3 7 8 -6 10 -8 -12 -13 -5
right_child=1 2 -4 13 6 -7 9 -9 -10 -11 11 12 -14 -15
leaf_value=-0.0012092756178914712 -0.0016483018140168411 -0.00021521436845024512 0.0018683306498404454 -0.0002173133664623664 -0.0011443403308142187 0.0015229628057643301 -0.0016036639963146163 0.0020090912866864599 0.001215305073565584 -0.0018317034262416041 0.0012688181789444507 -0.0015316758961104165 0.00082282048879124678 -0.0017346090041809158
leaf_weight=0.0011173497363445853 0.0010343584979136669 0.0010883750651196067 0.0018636860708518546 0.0010060044524594636 0.0017151470640083813 0.0019538792605180433 0.0010184120430603008 0.0012662597699386602 0.0010305236722303324 0.0011858426915285492 0.0019185350386254343 0.0017029307443472419 0.0012158180546172946 0.0011121428917810761
leaf_count=77 369 58 136 116 456 272 241 52 192 271 577 107 119 78
internal_value=0 6.41222e-05 0.000580244 0.000115049 -0.00023579 0.000901125 -0.00010361 0.000457067 -0.000258702 -0.000423057 -0.00013779 0.000170826 -0.0005509 -0.00101398
internal_weight=0 0.0191119 0.00702409 0.0051604 0.0120878 0.00304225 0.0110535 0.00401193 0.00274567 0.00704154 0.0058557 0.00483728 0.00291875 0.00211815
internal_count=3121 3044 660 524 2384 330 2015 700 648 1315 1044 803 226 194
is_linear=0
shrinkage=0.00429114


Tree=1112
num_leaves=31
num_cat=0
split_feature=14 151 16 1213 33 38 124 480 1374 1374 155 158 40 3 42 16 14 1 49 42 43 42 40 50 4 52 3 4 457 2
split_gain=0.0010045 0.00095767 0.00111632 0.000801883 0.000847281 0.000841477 0.00129082 0.000768966 0.000713424 0.000710704 0.000616409 0.000735043 0.000681854 0.00102751 0.00077269 0.000689421 0.00064392 0.000621764 0.00134238 0.000732787 0.00100562 0.000571616 0.000569012 0.000535972 0.000440963 0.000563404 0.000434664 0.000413941 0.000339246 0.000289492
threshold=0.076175000000000007 -0.5145249999999999 -0.53943499999999989 -1.0000000180025095e-35 -0.0066799999999999993 0.10386000000000002 -0.043384999999999993 1.0000000180025095e-35 -0.094929999999999987 0.093235000000000012 0.083555000000000004 0.087355000000000016 -0.067184999999999981 0.149315 0.11275500000000001 -0.088909999999999989 -0.46885499999999997 1.0000000180025095e-35 -0.090734999999999982 0.091295000000000015 -0.088704999999999992 0.092145000000000019 -0.15322999999999998 0.102455 -0.025314999999999994 0.092965000000000006 -0.086769999999999986 -0.27825499999999997 -0.0029299999999999994 0.073895000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 26 -5 6 -6 8 -8 10 11 12 22 14 16 -16 -14 19 -19 20 -18 -21 -10 27 25 -22 -4 -20 -29 -30
right_child=-2 2 3 4 5 -7 7 -9 9 -11 -12 -13 13 -15 15 -17 17 18 23 21 24 -23 -24 -25 -26 -27 -28 28 29 -31
leaf_value=-0.0011545932483720412 -0.00094834846250287075 0.00098488908327658492 -0.00013877330496449877 -0.00092613790376818751 0.00090184042413973245 -0.00089217804007570207 -0.00071654956420014529 -0.00090433767429480734 0.00012892804398598491 -0.00091618401291990517 -0.00077150746847583034 -0.00064749373091755236 -0.00068825890957425172 0.001079238132741103 0.00022044127831366331 -0.0012102713114673955 -0.00091817490637487328 -0.00073356942003976685 -8.5836854952647736e-05 0.0012241230619411323 0.00068158613347300292 5.1829819764188146e-05 -0.0011185054023716767 -0.00025597446106610978 -0.00041161332153270038 -0.00042049922874792063 -0.0012683730043380153 0.00010275458637134249 0.00060606762922835785 0.001033408855403835
leaf_weight=0.001131339198366276 0.0018632217251104413 0.0018777883693594779 0.0010000195823283153 0.0014630322440964951 0.0029133627391670905 0.0014612427331179836 0.0018130662535540401 0.0013751509448871593 0.001251715737566883 0.0010794940686764667 0.0011855631746189301 0.0017318516662763175 0.0011392977754098857 0.0022296208027903211 0.0010178839335992507 0.0011583457546908696 0.0020556308035875048 0.0014121661338180056 0.0011578259061266758 0.0012764660190782706 0.002646233187278732 0.0014061605442279301 0.0011096993118666623 0.0011773444078535542 0.0016899599810194094 0.0010392093392486146 0.0012122127222089487 0.0013192299111466363 0.0060823923396640112 0.0043907901725717124
leaf_count=49 101 73 179 34 201 32 39 230 29 39 180 178 16 83 30 96 184 29 40 12 141 86 46 74 248 80 297 32 172 91
internal_value=0 -4.95234e-07 2.52716e-05 -1.16576e-05 2.37745e-05 5.4576e-05 8.62637e-05 2.79482e-05 6.0512e-05 9.80248e-05 0.000128039 0.000158257 0.000199838 0.000249575 0.000185719 -0.000541087 0.000244754 0.00028619 0.000445484 4.14334e-05 -0.00016369 0.000609639 -0.000457278 0.000563339 0.000124835 0.000370824 -0.000757748 0.000637826 0.000708878 0.000785227
internal_weight=0 0.0518041 0.0506728 0.048795 0.0465827 0.0451197 0.0436585 0.0407451 0.0393699 0.0375569 0.0364774 0.0352918 0.03356 0.0311986 0.0289689 0.00217623 0.0267927 0.0256534 0.0155397 0.0101137 0.00743103 0.00268263 0.00236142 0.0141276 0.0053754 0.00368544 0.00221223 0.0129502 0.0117924 0.0104732
internal_count=3121 3020 2971 2898 2422 2388 2356 2155 1925 1886 1847 1667 1489 1414 1331 126 1205 1189 438 751 653 98 75 409 469 221 476 335 295 263
is_linear=0
shrinkage=0.00126831


Tree=1113
num_leaves=31
num_cat=0
split_feature=39 42 151 16 1213 14 123 480 13 13 456 51 33 9 1429 15 158 1374 403 376 2 42 3 1 2 43 457 160 4 4
split_gain=0.00117385 0.000861172 0.000879017 0.00066277 0.000553292 0.000525614 0.000723047 0.000579409 0.000556161 0.00119036 0.000504693 0.000568254 0.000555349 0.00065927 0.000469977 0.000481892 0.000485558 0.000467391 0.000513058 0.000457652 0.000444598 0.000415752 0.000413822 0.000741334 0.000402131 0.000364577 0.000344263 0.000365319 0.000408134 0.000926248
threshold=0.16946000000000003 -0.11051499999999999 -0.5145249999999999 -0.53943499999999989 -0.080769999999999995 0.076175000000000007 1.0000000180025095e-35 1.0000000180025095e-35 -0.53104499999999988 -0.39067499999999994 0.087015000000000023 0.14780500000000005 -0.0066799999999999993 0.086220000000000005 -1.0000000180025095e-35 -0.15026499999999995 0.084765000000000021 -0.094929999999999987 -1.0000000180025095e-35 0.049360000000000008 0.093175000000000022 0.10194000000000002 -0.11255999999999998 0.10538500000000002 0.10855000000000002 -0.084999999999999978 -0.0029299999999999994 0.032695000000000009 0.053180000000000012 -0.018869999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 -5 6 7 8 -6 -10 11 12 -11 14 -14 -16 17 -17 -19 -8 21 26 24 25 -22 -24 -20 28 29 -28
right_child=-2 2 3 4 5 -7 19 -9 9 10 -12 -13 13 -15 15 16 -18 18 20 -21 22 -23 23 -25 -26 -27 27 -29 -30 -31
leaf_value=-0.00090410769360532348 0.0014287940593217304 -0.0013366439903876913 0.0009405354926794832 -0.0010409720767461045 -0.0010118475720614067 -0.00090467674322982543 0.00011446530630122865 -0.00094877584036301605 0.0010839378667927275 -0.0009708137048791255 -0.00091635988147563039 -0.00099718302908106331 -0.00085690484918795359 0.0012353328300519387 0.00089350422842471083 -0.00073988016123674113 -0.00091605014644045358 -0.00072148551222889147 -0.00033333312167847367 0.001307885670876712 -0.00034797777250641731 -0.00038785707790284007 -0.00020939637708166538 0.00042641161402070214 0.0008141381274997774 -0.0013249653292799633 0.00050623678160771764 0.0010783411106419171 0.00086125086948166964 -0.00093067770074617981
leaf_weight=0.0023752121222857516 0.001095993548698714 0.0010081526106375796 0.0015146495479800839 0.0010587114903914943 0.0010336380483977328 0.0012493917945999291 0.001216519449358521 0.0013139911642854321 0.002129070774664398 0.0010284310641708308 0.0012340608827501312 0.0010827912380886309 0.0011050749115684147 0.0010020104497954199 0.001451103290966523 0.0012975485987922744 0.0010252975548814538 0.0013020225348299155 0.0010061665213401136 0.0014216076803013067 0.0010078129678419145 0.0013196562724657754 0.0010185291162976284 0.0014382481652432944 0.0015292097041950115 0.0014463441788961076 0.0038375222341873027 0.0020590677189007422 0.0025893650333976836 0.0012018308329287148
leaf_count=179 23 48 92 304 9 62 97 227 91 23 109 46 123 25 118 26 144 440 72 132 31 41 42 27 37 173 199 58 31 92
internal_value=0 -6.79829e-05 -1.94591e-05 1.38057e-05 -2.27434e-05 6.12183e-06 3.76465e-05 -1.91168e-05 1.88851e-05 5.31302e-05 -2.25946e-05 1.71545e-05 5.83436e-05 9.96286e-05 5.34343e-05 9.61885e-05 4.37854e-05 9.05294e-05 0.00014507 0.000757564 0.000206211 0.000368534 -9.65902e-05 -0.000388496 0.000352496 -0.000863993 0.000461874 0.000544464 0.000400365 0.000163548
internal_weight=0 0.043303 0.0409278 0.0399197 0.038405 0.0373463 0.0360969 0.0334588 0.0321448 0.0311112 0.0289821 0.027748 0.0266652 0.0256368 0.0246348 0.0235297 0.0220786 0.0210533 0.0197558 0.00263813 0.0184538 0.0120136 0.00644014 0.00390312 0.00253702 0.00246487 0.010694 0.00968779 0.00762872 0.00503935
internal_count=3121 3098 2919 2871 2779 2475 2413 2184 1957 1948 1857 1748 1702 1679 1654 1531 1413 1269 1243 229 803 493 310 242 68 215 452 380 322 291
is_linear=0
shrinkage=0.00142833


Tree=1114
num_leaves=31
num_cat=0
split_feature=39 9 42 14 1213 151 16 1456 33 474 4 480 132 1366 1374 38 1374 1213 12 1 2 160 16 160 16 16 3 3 12 2
split_gain=0.00130882 0.00121759 0.000952839 0.000916043 0.000907436 0.000932521 0.000972218 0.000840801 0.000802375 0.000703656 0.00107386 0.000818835 0.000798226 0.00065744 0.000684317 0.000720853 0.00072975 0.000726878 0.00067012 0.000803078 0.000548101 0.000755131 0.000894045 0.0006286 0.00053859 0.000669801 0.000511732 0.000809268 0.000670451 0.000629634
threshold=0.16946000000000003 -0.036024999999999995 -0.26584999999999998 0.076175000000000007 -1.0000000180025095e-35 -0.5145249999999999 -0.54165499999999989 -1.0000000180025095e-35 -0.0066799999999999993 -1.0000000180025095e-35 0.50996500000000011 0.08598500000000002 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.094929999999999987 0.10386000000000002 0.087855000000000016 0.04198000000000001 0.092355000000000007 0.12577000000000002 0.10855000000000002 0.099315000000000014 0.16703000000000004 -0.090969999999999981 -0.082779999999999979 -0.014034999999999997 0.10732000000000001 -0.086049999999999988 0.10124000000000001 0.087015000000000023
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 -4 -6 -7 -8 -9 -10 11 12 -11 -14 -15 16 17 18 20 26 21 22 23 -16 -25 -26 27 28 29 -20
right_child=-2 2 3 -5 5 6 7 8 9 10 -12 -13 13 14 15 -17 -18 -19 19 -21 -22 -23 -24 24 25 -27 -28 -29 -30 -31
leaf_value=0.00140067112360184 0.0014008345995429273 -0.001400578774084433 -0.00088606050596458819 -0.0010331308897083235 -0.0013039200290187497 0.0011354464422021911 -0.00088593107338776045 -0.0010388425506267906 -0.0010562316015670448 -0.0010222116118030397 0.0013584359787784332 -0.001123709744369898 -0.00095022037837600847 -0.00065117374520844401 -0.0002893825143323634 -0.0007710131885801468 -0.00088618022250642971 -0.00068089207820730847 0.0012311676263516589 0.0010725647168940678 0.00086403952367474022 -0.00079305933978604374 -0.00052653515477945744 0.00092535051847198715 -0.00032811492397520658 0.00066262048538560708 0.00044008467118015067 -0.0011810442801848792 -0.0007232648019745169 -0.00019356044168304914
leaf_weight=0.0010967425006538347 0.001229492946578147 0.0010658217482237822 0.0023086979868498494 0.0018430870305508043 0.0010329281309964236 0.001539988364783077 0.0019901797470620588 0.0013010002813302881 0.0010473581821197611 0.0012070400081665147 0.0013003372674713623 0.0011041757291541101 0.0010652924145233547 0.0019083957636496498 0.0016037074330856873 0.0014105450774195552 0.0010719967751189321 0.0014511651658786198 0.0010839375437399221 0.0012172265831225113 0.0051631367348115012 0.001074624929511713 0.0017432113849542566 0.0064171135315085163 0.001968429857475567 0.0041785548339641643 0.0021167183003854007 0.0016869379779551599 0.0016399819836117047 0.0013859737971460007
leaf_count=89 23 18 477 99 49 58 239 29 108 205 95 184 54 39 94 29 43 156 13 25 177 56 64 120 77 154 12 222 56 57
internal_value=0 -6.00023e-05 -8.97085e-05 -6.32782e-05 -2.82415e-05 1.24164e-05 4.0935e-05 4.40174e-06 4.45387e-05 7.74352e-05 0.000105842 6.56229e-05 9.89588e-05 0.000134398 0.000165523 0.000209784 0.000250712 0.000287947 0.000332895 1.36723e-05 0.000464494 0.000343044 0.000419776 0.00053621 0.00064159 0.00034536 -0.000149202 -0.00036438 -2.9174e-05 0.000431691
internal_weight=0 0.0550243 0.0539276 0.0528617 0.0510187 0.04871 0.047677 0.046137 0.0441469 0.0428459 0.0417985 0.0404982 0.039394 0.038187 0.0371217 0.0352133 0.0338027 0.0327307 0.0312796 0.00913078 0.0221488 0.0169856 0.015911 0.0141678 0.0125641 0.00614698 0.00791355 0.00579683 0.00410989 0.00246991
internal_count=3121 3098 3009 2991 2892 2415 2366 2308 2069 2040 1932 1837 1653 1448 1394 1355 1326 1283 1127 385 742 565 509 445 351 231 360 348 126 70
is_linear=0
shrinkage=0.00140032


Tree=1115
num_leaves=15
num_cat=0
split_feature=403 403 42 12 160 52 43 16 160 151 1 48 0 13
split_gain=0.00011038 0.000137625 0.000173703 0.000389238 0.000276084 0.000368604 0.0003401 0.000229833 0.000518061 0.000434099 0.0001519 0.00028044 0.000200043 0.000127395
threshold=0.10301500000000001 0.03138500000000001 -1.0000000180025095e-35 0.051320000000000005 -1.0000000180025095e-35 -0.013374999999999998 -0.15323999999999996 -0.056919999999999991 0.08325500000000001 -0.0083949999999999979 0.094385000000000011 0.087555000000000008 -0.10224499999999999 -0.061684999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 -4 -6 9 13 -8 12 -12 -11 -9
right_child=-2 -3 4 -5 6 -7 7 8 -10 10 11 -13 -14 -15
leaf_value=0.00050544844218674819 -0.00145489162616514 0.0014175729884679949 0.00039647256840655856 -0.0031629327294558471 0.002646239692147005 -0.0024028702402635865 -0.001177440107996512 -0.00069228234248563036 0.0021266406078103107 -0.00083678502008041763 0.0037944281998412354 0.00088180289066205127 0.001740424643241959 -0.002450804627668749
leaf_weight=0.001254050460185673 0.0010028894692755688 0.0013909150348444524 0.0019673503450114427 0.0010670779636731131 0.0012552905170863929 0.0017911121775230346 0.0018094944052391426 0.0018676493634849911 0.0010531416780307223 0.0011143527554411366 0.0011264123070275911 0.0015875080768243954 0.0013013259102621078 0.001465365679560242
leaf_count=95 202 174 287 588 67 492 132 223 173 50 137 79 243 179
internal_value=0 6.28216e-05 -3.81608e-05 -0.00118099 0.000124191 -0.000937567 0.000441393 0.000197008 -0.000602945 0.000702653 0.00136587 0.00209069 0.000551558 -0.00146542
internal_weight=0 0.020051 0.0186601 0.00232113 0.016339 0.00375846 0.0125805 0.0113253 0.00438616 0.00693909 0.0051296 0.00271392 0.00241568 0.00333302
internal_count=3121 2919 2745 683 2062 779 1283 1216 575 641 509 216 293 402
is_linear=0
shrinkage=0.0044645


Tree=1116
num_leaves=31
num_cat=0
split_feature=39 42 151 1456 457 1456 4 1213 457 11 43 4 160 38 48 160 16 15 15 2 3 3 49 42 4 16 1 49 1453 13
split_gain=0.00124548 0.00097936 0.000900739 0.000796647 0.000790736 0.000792436 0.000883754 0.000592597 0.000625457 0.000647178 0.000696408 0.000778882 0.00068609 0.000662057 0.000837777 0.000702348 0.000596059 0.000748702 0.00120835 0.000655258 0.000471878 0.000605776 0.000458403 0.00073467 0.000450855 0.000448334 0.000895515 0.000441817 0.000420139 0.000256777
threshold=0.16946000000000003 -0.11051499999999999 -0.5145249999999999 -1.0000000180025095e-35 -0.15747999999999998 0.075120000000000006 0.27287000000000006 -0.080769999999999995 -0.0029299999999999994 0.080455000000000013 -0.50775499999999985 -0.51843499999999987 -0.090969999999999981 1.0000000180025095e-35 0.092475000000000016 0.10648000000000001 -0.083134999999999987 0.050935000000000008 -0.008624999999999999 0.092365000000000017 0.10732000000000001 -0.10831999999999999 -1.0000000180025095e-35 0.091545000000000015 0.053180000000000012 -0.54165499999999989 0.111945 -0.014169999999999999 -0.078199999999999978 -0.083894999999999983
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 28 -5 6 7 -6 27 10 -10 -12 -13 14 15 16 19 18 24 22 21 -20 -14 29 -18 -8 -27 -9 -4 -24
right_child=-2 2 3 4 5 -7 25 8 9 -11 11 12 13 -15 -16 -17 17 -19 20 -21 -22 -23 23 -25 -26 26 -28 -29 -30 -31
leaf_value=-0.00086711653483093044 0.0012940975314803208 -0.0012247991724552703 -0.00014839023933776568 0.001045083653721781 -0.00092872586224732544 -0.0010547688362767577 0.0012937841516303472 -0.0011915323668668196 0.0008904745318018823 -0.00086278662893156171 -0.00093485280333159776 -0.00066573567373367484 0.0012503371396834176 -0.00084807139697277458 0.00068633352754963399 -0.00087253503960285194 -0.00077107851554606192 -0.00085959962129059932 0.0011190892540227106 -0.00026061810332376144 0.0012847341479103084 -0.00013679623642501103 0.00098108455812564348 -0.00056039934938228032 3.8873782728758943e-05 -0.00035814701087249823 0.00088786266895448643 -4.0771922909470167e-05 -0.0012937717357196781 0.00029651060651569806
leaf_weight=0.0023966943455167025 0.0011625004894568738 0.0010130169405897496 0.0010059407730325098 0.0012905743508326841 0.0011766773579333636 0.0011236673045931225 0.0010778641622710694 0.001196763945859658 0.001715956270231799 0.0012419486083885536 0.0013038781884357918 0.001877485902393782 0.0014169973312618822 0.0010759885419844286 0.0045926705178711549 0.0012334603499226651 0.0023113063642168294 0.0016837496542452266 0.0010023463221386919 0.0019215445110125629 0.0011961353882128378 0.0017918677575537202 0.0020753143888185832 0.0010208448834276851 0.0022895603253259011 0.0016933599027453275 0.0022453875202885776 0.0010467605837600749 0.0011472364104307955 0.0016429539174935698
leaf_count=179 23 48 79 36 261 225 54 48 17 110 33 192 26 32 152 64 224 322 24 69 30 65 61 46 43 42 210 68 190 148
internal_value=0 -6.11394e-05 -1.86019e-05 8.91946e-06 4.80421e-05 1.66229e-05 4.6848e-05 -2.63012e-05 5.26663e-06 5.24246e-05 9.01217e-05 4.1825e-05 8.87606e-05 0.000144851 0.000189038 7.24287e-05 0.000135939 -7.07774e-05 8.382e-05 0.000398886 0.000604787 0.000313718 0.000604742 0.000411708 -0.000368016 0.000554487 0.000352174 -0.000654622 -0.000758662 0.000678599
internal_weight=0 0.047808 0.0454113 0.0443982 0.0422451 0.0409545 0.0398308 0.0348142 0.0336375 0.031394 0.0301521 0.0284361 0.0271322 0.0252547 0.0241788 0.0195861 0.0183526 0.010275 0.00859122 0.00807766 0.00399035 0.00279421 0.00615611 0.00473911 0.00460087 0.00501661 0.00393875 0.00224352 0.00215318 0.00371827
internal_count=3121 3098 2919 2871 2602 2566 2341 2035 1774 1658 1548 1531 1498 1306 1274 1122 1058 708 386 350 119 89 281 255 267 306 252 116 269 209
is_linear=0
shrinkage=0.00129368


Tree=1117
num_leaves=15
num_cat=0
split_feature=147 484 1 42 42 0 0 2 2 1 52 13 12 151
split_gain=0.00010895 0.000180683 0.000144762 0.0001638 0.000179269 0.000163584 0.000353697 0.000163653 0.000147028 0.000176492 0.000138207 0.000202101 0.000104577 9.71395e-05
threshold=0.089025000000000007 -0.0068949999999999992 0.13146500000000003 0.092395000000000019 0.088060000000000013 -0.077809999999999976 -0.10011499999999998 0.11215000000000001 0.089775000000000008 0.092695000000000013 0.10160000000000001 -0.0018299999999999998 0.090695000000000012 -0.0077149999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 6 7 8 9 -3 11 -7 -5 -10
right_child=-2 2 -4 12 -6 10 -8 -9 13 -11 -12 -13 -14 -15
leaf_value=-0.0016424832542163011 0.0013895449500325834 0.00061294108011981485 0.0011647515127796168 -0.00021096836318395404 0.0014206492100503818 0.0022937026724210142 -0.0023099370191696357 -0.0012367560783144423 0.00012301821004513181 -0.0016805008534921833 -0.00063289749813273113 2.0660773312440774e-05 -0.0020066659372128953 0.0018625897600430465
leaf_weight=0.001325015497994241 0.0010146735365559314 0.0015157901311508831 0.0019316038602071864 0.001204734088050329 0.001685229574792003 0.0014360537843367549 0.0015934556053667781 0.0016068317293642664 0.0010726112595258464 0.0011161961882173443 0.0012329014883678546 0.001567170946068455 0.0012830005819104151 0.0014413792314083018
leaf_count=492 124 87 201 114 260 129 787 82 55 28 93 229 334 106
internal_value=0 -8.06109e-05 3.01351e-05 -0.000100667 8.0042e-05 -9.9513e-05 -0.000455062 -1.73689e-05 0.000363385 -0.000359682 0.000601011 0.00110756 -0.00113706 0.00112039
internal_weight=0 0.020012 0.018687 0.0167554 0.0142676 0.0125824 0.00834626 0.00675281 0.00514598 0.00263199 0.00423613 0.00300322 0.00248773 0.00251399
internal_count=3121 2997 2505 2304 1856 1596 1145 358 276 115 451 358 448 161
is_linear=0
shrinkage=0.00437696


Tree=1118
num_leaves=31
num_cat=0
split_feature=39 42 151 401 33 2 1456 133 1374 16 38 41 39 480 456 43 4 3 159 157 12 1 160 3 48 52 3 2 48 15
split_gain=0.00161929 0.00123504 0.00110029 0.000971232 0.000787612 0.000975726 0.00104271 0.000641358 0.000681311 0.000636484 0.000615168 0.000717883 0.000846304 0.000758347 0.000620478 0.000878336 0.00120014 0.00079911 0.000726041 0.000587043 0.00050397 0.00069262 0.000684215 0.000504962 0.00051479 0.00077728 0.000668777 0.000500613 0.000485016 0.000443977
threshold=0.16946000000000003 -0.11051499999999999 -0.5145249999999999 0.10076500000000001 -0.0066799999999999993 -0.0091949999999999983 -1.0000000180025095e-35 0.18829500000000002 0.10637000000000001 -0.5315899999999999 1.0000000180025095e-35 0.079885000000000025 0.089130000000000015 0.084710000000000021 0.087485000000000021 -0.25681499999999996 -0.51843499999999987 0.13524500000000003 0.10904500000000002 -0.084489999999999996 0.092355000000000007 0.12577000000000002 0.099315000000000014 -0.10217499999999997 0.092475000000000016 -0.087769999999999987 -0.078934999999999991 0.13501500000000002 0.095425000000000024 0.12211500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 -4 -6 -7 8 9 -8 11 12 13 14 15 -11 -17 18 19 -18 22 29 23 -21 25 -25 -27 -19 -24 -22
right_child=-2 2 3 -5 5 6 7 -9 -10 10 -12 -13 -14 -15 -16 16 17 27 -20 20 21 -23 28 24 -26 26 -28 -29 -30 -31
leaf_value=-0.00094718894488249078 0.0013465840653399406 -0.0012646780608538809 -0.00097153957649755499 -0.0012934954465943641 0.00086973762105093907 -0.0010761436266275978 0.00088583514775417789 -0.00080690461460100767 -0.00094354299771436546 0.0010667057648928279 -0.00078135993088029789 -0.00078688469369504483 0.0012147390922729471 -0.0009996446402211318 -0.00067781866022987203 -0.0012570928696257165 -0.00072158617072492462 0.0010939722028349991 -0.00090495891192705674 0.0010589714081555078 -0.0008751834228061979 0.00070201079907301271 -0.0010403643968885897 -0.00072146977759096468 0.001017175769484944 -0.00016804603242299683 0.00061787285704028477 3.6288617172390656e-05 0.00021258946010491517 0.00019399707669846754
leaf_weight=0.0027589962198590881 0.0015021087925077828 0.0012569671361859483 0.0013558213955704437 0.0010119192143305247 0.0026020441617617953 0.0015141355405150483 0.0018870122399352518 0.0014865378032284928 0.0011153619758630376 0.0019686615735494675 0.0014292047187787196 0.0015156022142175365 0.0013240794948679016 0.0010656672771089939 0.0015416958892240365 0.001076276957519425 0.0013010132905844065 0.0026102647293066985 0.0012366465031821141 0.0019871557882460223 0.0021238878230636074 0.0011399476777569362 0.0010447344961201912 0.0013926480203956182 0.0016797032600912596 0.0029198483223700058 0.0059758131627117407 0.0011758554749388139 0.0012054618565571218 0.0010521075948233261
leaf_count=179 23 48 34 156 138 267 71 277 29 24 45 64 68 191 104 28 110 44 80 62 255 15 49 92 45 428 112 49 15 19
internal_value=0 -7.10057e-05 -2.16674e-05 1.1061e-05 3.93124e-05 6.95194e-05 2.08349e-05 6.10959e-05 9.35414e-05 0.000123467 8.43389e-05 0.000119352 0.000159962 0.000116986 0.000154845 0.000197792 0.000136528 0.000192401 9.83041e-05 0.000155158 0.000210742 -0.000197971 0.000319593 0.000430648 0.000326322 0.000213531 0.000359908 0.000765487 -0.000369139 -0.000520997
internal_weight=0 0.0517551 0.0489961 0.0477391 0.0467272 0.0453714 0.0427693 0.0412552 0.0397687 0.0386533 0.0367663 0.0353371 0.0338215 0.0324974 0.0314317 0.02989 0.0279214 0.0268451 0.023059 0.0218223 0.0205213 0.00431594 0.0162054 0.0139552 0.011968 0.0102883 0.00889566 0.00378612 0.0022502 0.003176
internal_count=3121 3098 2919 2871 2715 2681 2543 2276 1999 1970 1899 1854 1790 1722 1531 1427 1403 1375 1282 1202 1092 289 803 739 677 632 540 93 64 274
is_linear=0
shrinkage=0.00134594


Tree=1119
num_leaves=30
num_cat=0
split_feature=14 457 1213 457 1429 474 1374 150 484 403 123 1 12 40 13 43 12 13 1 1 12 15 52 0 4 16 3 1 2
split_gain=0.000583138 0.000604145 0.000558076 0.000533741 0.000498706 0.000474074 0.000392892 0.00060734 0.000668642 0.000414711 0.000371192 0.000525925 0.000534119 0.000487952 0.000401653 0.000806928 0.000371786 0.000365429 0.000334939 0.000460656 0.000288283 0.000275707 0.000249276 0.00035246 0.000249191 0.000209598 0.000207905 0.000230278 0.000149928
threshold=0.076175000000000007 -0.15747999999999998 -0.080769999999999995 -0.072694999999999996 -1.0000000180025095e-35 0.085070000000000021 -0.094929999999999987 0.085455000000000017 -1.0000000180025095e-35 -1.0000000180025095e-35 0.092645000000000019 0.13146500000000003 0.092355000000000007 1.0000000180025095e-35 -0.42195999999999995 -0.08595499999999999 0.10124000000000001 -0.0087749999999999981 0.10538500000000002 0.092695000000000013 0.088305000000000008 -0.052074999999999989 0.090645000000000017 -0.084269999999999984 0.19806500000000002 -0.089669999999999986 -0.10217499999999997 0.085605000000000014 0.08647500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 -5 6 -6 8 -8 -10 11 12 13 17 -14 16 -16 22 19 26 25 -13 23 -11 -17 -9 -19 -28 -7
right_child=-2 2 3 4 5 28 7 20 9 10 -12 21 14 -15 15 24 -18 18 -20 -21 -22 -23 -24 -25 -26 -27 27 -29 -30
leaf_value=0.0011438849544323604 -0.00093009342058081161 -0.001013682370760939 -0.00082307972135403683 -0.00088040746952123021 -0.00072202110714994852 0.0011899458530571453 -0.00093422152699276502 0.0014561499266687755 -0.00071247340666654932 0.00034177606359384462 -0.00075213851446282549 0.0012634060784602412 0.00040208146739568432 -0.00073994766977919567 0.00075878161976285457 -0.0014569849856863597 -0.00037245817423088275 -0.00022641026158413629 0.00069347489880830125 -0.00073729186374855721 0.00011992506979197493 0.00034660909520704223 0.00013951501946488659 0.001244233407622985 -0.00051558692295561185 0.00057949164114974268 0.00077692279156829874 -6.4923501743189424e-05 0.00039285595527788171
leaf_weight=0.0010168680113480369 0.0013738219203052173 0.0011060945290413118 0.0014717815339615461 0.0011289780673661145 0.0013050919475077185 0.0010016637812748632 0.0014802649837439832 0.0010057133507928029 0.0013525017992734858 0.0017665288765624683 0.0010015316896385676 0.0012223417184160645 0.001438999882338976 0.0010190130336127376 0.0010695850898372328 0.0014370058682049427 0.0014561839535414123 0.0016661320757975773 0.001606709836993403 0.0015586285915931697 0.0014118458385254939 0.0016176084605632459 0.0017224622073799267 0.0019136148969192187 0.0010207565501332283 0.0013639148390569558 0.0016373025971416818 0.0011916024228639799 0.0010018103315883042
leaf_count=35 101 319 177 146 49 54 314 68 496 114 64 96 11 30 28 220 49 30 46 45 50 25 131 82 21 77 69 28 146
internal_value=0 3.56608e-05 5.98607e-06 3.65763e-05 7.23194e-05 0.000103707 6.10071e-05 9.40147e-05 1.79021e-05 7.27455e-05 0.000116367 0.000153628 7.22461e-05 0.000231043 -0.000275931 -0.000471708 0.000106587 0.000306788 0.000102151 -5.47931e-05 0.000641063 0.000741207 0.000596943 0.000811039 -0.001066 0.000951561 0.00018186 0.000422317 0.000791372
internal_weight=0 0.0389925 0.0379757 0.0368696 0.0353978 0.0342688 0.0322653 0.0309602 0.0271788 0.0256985 0.024346 0.0233445 0.0205045 0.014082 0.00642253 0.00498353 0.00252577 0.013063 0.00766038 0.00605367 0.00378147 0.00283995 0.00540261 0.00368014 0.00245776 0.00236963 0.00449504 0.00282891 0.00200347
internal_count=3121 3020 2985 2666 2489 2343 2143 2094 1899 1585 1089 1025 904 575 329 318 77 545 218 172 195 121 327 196 241 145 127 97 200
is_linear=0
shrinkage=0.00145689


Tree=1120
num_leaves=31
num_cat=0
split_feature=39 42 123 1365 1456 4 47 457 41 2 155 13 13 12 1 0 16 52 16 33 12 1 4 16 160 15 1 3 3 16
split_gain=0.0016217 0.00105643 0.000679905 0.000753291 0.000737239 0.000953368 0.00103825 0.000801728 0.000698495 0.000689905 0.000668758 0.000706281 0.00197242 0.000759853 0.000593985 0.000611346 0.00059131 0.000934044 0.000842736 0.000585443 0.000577927 0.000647021 0.000574247 0.0011553 0.000897994 0.000699322 0.000561786 0.000541637 0.000413169 0.00054694
threshold=0.16946000000000003 -0.26584999999999998 1.0000000180025095e-35 1.0000000180025095e-35 0.075120000000000006 0.24564500000000003 0.12431000000000002 -0.098834999999999992 0.078475000000000017 0.093680000000000013 0.088610000000000008 -0.53104499999999988 -0.43167499999999998 0.10388500000000002 0.12000500000000001 -0.17169499999999996 0.23311500000000004 -0.43320999999999993 0.16703000000000004 -0.0066799999999999993 0.092355000000000007 0.088770000000000016 0.0061450000000000003 -0.094359999999999986 0.097500000000000017 0.090750000000000011 0.093100000000000002 -0.10115999999999999 -0.12018999999999998 -0.083134999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 7 14 -3 10 -4 11 -9 -13 16 15 -7 18 -18 19 -14 22 -22 24 25 28 -24 -25 -17 -21 -30
right_child=-2 2 9 -5 -6 6 -8 8 -10 -11 -12 12 13 -15 -16 27 17 -19 -20 20 21 -23 23 26 -26 -27 -28 -29 29 -31
leaf_value=-0.0013732362223245324 0.0013733346375659255 0.00085882368640651983 -0.0004556045951751858 -0.0012763545736909057 -0.0013729661244936255 0.00086970403500771635 -0.0010279579847035918 -0.0011595591533289009 -0.0013224273616641881 0.00075865767300384735 -0.0013729461868875203 0.0011981419265611479 -0.0012713240070295906 -0.0011326515938063144 0.0013729268531209131 0.00045615409124818583 -0.0007349279195908102 0.00082309738956457478 -0.0012722027435417723 0.00049144824702314956 -0.0013730114766856507 3.6600391234429241e-05 -0.0013224965623485742 0.0011449516396509511 -0.0012617831384946153 0.00023451500175317722 0.00013317239008005959 -0.00055311994591155246 8.7933693984925705e-05 -0.00056273122997697476
leaf_weight=0.0015970829968221514 0.0011513063849832852 0.0010546320017468238 0.0013839634001064907 0.0014000119171519989 0.0010836789397012927 0.0019210867964147837 0.0011170661008463867 0.0016457021392852758 0.0013552341946869708 0.0024309819547871925 0.0010954723232505783 0.0017072352195555132 0.0010380722305853842 0.002017534100724915 0.0010071572933734174 0.0019155045178660401 0.0010999932176831706 0.0021286143745600219 0.0016765471032726955 0.0015622439203788344 0.0015812645656838589 0.0010030149527171517 0.0011756524103780919 0.0020367772082181537 0.001603142575053341 0.001011417178517604 0.0021014962919423397 0.0021018361724962631 0.0044435375856033289 0.005386437550763316
leaf_count=18 23 38 107 58 227 47 15 10 81 155 176 23 11 218 115 41 73 85 35 50 220 128 54 29 71 17 21 59 369 547
internal_value=0 -0.00027373 -0.000239356 -0.000284349 -0.000254072 -0.000226999 0.000200484 -0.000320852 -0.000355731 0.000318155 -0.000317551 -0.000282747 -0.000237044 -0.000319085 0.000398055 0.000232717 -0.000260144 0.000292275 -0.000332588 -0.000263926 -0.000216186 -0.000825911 -0.000134631 0.000204616 -0.000299756 -0.000602452 0.00063115 -7.18889e-05 -0.000164377 -0.000268605
internal_weight=0 0.0526824 0.0510853 0.0472704 0.0458704 0.0447867 0.00806265 0.036724 0.0356694 0.00381495 0.0343142 0.0332187 0.031573 0.0298657 0.00694558 0.00593843 0.0278482 0.00322861 0.0246196 0.0229431 0.021905 0.00258428 0.0193207 0.00632534 0.0129954 0.00218707 0.00413827 0.00401734 0.0113922 0.00982998
internal_count=3121 3098 3080 2818 2760 2533 277 2256 2218 262 2137 1961 1951 1928 262 147 1710 158 1552 1517 1506 348 1158 121 1037 71 50 100 966 916
is_linear=0
shrinkage=0.00137286


Tree=1121
num_leaves=16
num_cat=0
split_feature=41 39 3 3 457 133 3 43 0 151 160 133 16 1 0
split_gain=0.00010531 0.000115422 0.000346455 0.000176453 0.000179565 0.000189838 0.000219917 0.000163431 0.000161196 0.000169192 0.000308435 0.000212357 0.000200256 0.000148491 0.000124214
threshold=0.078475000000000017 0.0046100000000000004 0.10299500000000002 0.149315 0.080930000000000016 0.093255000000000018 -0.10519499999999998 -0.043144999999999996 -0.053834999999999994 -0.0077149999999999988 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.056919999999999991 0.088340000000000016 -0.10224499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 4 5 6 7 -1 9 -8 -11 -12 14 -6 -13
right_child=-2 2 -4 -5 13 -7 8 -9 -10 10 11 12 -14 -15 -16
leaf_value=0.0018382462110163331 -0.0011872191085037663 0.0020770858676832228 -0.0010515006072760449 0.0012396257093826126 -0.00039170323579798674 -0.002133713818787253 -0.0017774120109944655 -0.00023943010200085796 -0.0019557899775999267 -0.0018797786127854768 -0.0010224004593186566 0.00078482052425035698 -0.00050110683969341481 0.0017517077553339424 0.0027388037762938111
leaf_weight=0.0014287592653596803 0.0013944447047906641 0.0017589287014956314 0.0011035437637403334 0.0017546841158999618 0.0010745658319137865 0.0011421673042911482 0.0013220145585808316 0.0014731728395194184 0.0014179435460848263 0.0013958194024550914 0.0013756076605277454 0.0013429076003141915 0.0011705584851976984 0.0014612197206105293 0.0011630699338711636
leaf_count=86 148 298 29 142 104 460 198 153 147 418 564 40 167 69 98
internal_value=0 5.60776e-05 0.00087095 -7.70398e-05 -0.000223562 -0.000428037 -0.000266897 0.000783509 -0.000598659 -0.000350996 -5.85404e-05 0.000444636 0.00099354 0.000843415 0.0016917
internal_weight=0 0.020385 0.00286247 0.0175225 0.0157678 0.013232 0.0120899 0.00290193 0.00918792 0.00776998 0.00644796 0.00505214 0.00367654 0.00253579 0.00250598
internal_count=3121 2973 327 2646 2504 2331 1871 239 1632 1485 1287 869 305 173 138
is_linear=0
shrinkage=0.00437696


Tree=1122
num_leaves=31
num_cat=0
split_feature=14 3 124 480 151 16 1213 1374 457 150 39 42 42 133 1429 49 48 160 43 0 15 4 3 16 3 42 43 376 150 15
split_gain=0.000639081 0.000520119 0.000483921 0.000571878 0.000465063 0.000748722 0.000496925 0.000471914 0.000469571 0.000591603 0.000460867 0.000700625 0.000475287 0.000534481 0.000437938 0.000402045 0.000882304 0.000424997 0.000337505 0.000396639 0.000341502 0.000514479 0.00062553 0.000621827 0.000598511 0.000263987 0.000254219 0.000198218 0.000126105 0.000103725
threshold=0.076175000000000007 0.30112000000000005 -0.043384999999999993 1.0000000180025095e-35 -0.40381499999999992 -0.54165499999999989 -1.0000000180025095e-35 -0.094929999999999987 0.080930000000000016 0.087380000000000013 0.13507500000000003 -0.11051499999999999 -0.091214999999999977 0.10722500000000001 -1.0000000180025095e-35 0.10595500000000001 0.093440000000000009 0.086870000000000017 -0.27207999999999993 -0.14001499999999997 -0.10324499999999999 0.053180000000000012 0.10542000000000001 0.15891500000000003 -0.077644999999999978 0.08623500000000002 -0.016814999999999997 0.048375000000000008 0.092010000000000022 0.094425000000000023
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 27 4 -4 -6 -7 -8 9 10 11 -9 -13 14 -14 16 17 18 -16 -20 -21 22 23 24 25 -22 -10 -1 -28 -23
right_child=-2 -3 3 -5 5 6 7 8 26 -11 -12 12 13 -15 15 -17 -18 -19 19 20 21 29 -24 -25 -26 -27 28 -29 -30 -31
leaf_value=0.00016236860572969939 -0.00091954902308861075 0.00082171003658222305 -0.00090318171760246939 -0.00098958338503562018 0.0010829679869429729 -0.00077711944974082211 -0.00076802521308122354 -0.0010751619155693537 3.6747273295042717e-05 -0.00084801838546968154 0.00082210697787534945 0.00084610552773344754 -0.00076833201084202036 -0.0008023971808246847 0.00090830482943346643 0.0007162022799629327 -0.0010867813801557762 -0.00070537214908006937 0.00074173859053650721 -0.00052106051572911431 -8.2385700766545003e-05 0.00082286955395802805 0.00069279296199077362 -0.001188731097805804 -0.00086289882151902389 0.00072467703897461397 0.00047854531496703708 0.00096588499957116008 0.0011371465323382955 0.00027961039442708373
leaf_weight=0.0010446133497121748 0.0013792067609665884 0.0013884226483873432 0.0010567506998313539 0.001149398155166014 0.0011251077928555722 0.0015516680093685667 0.0013699726286304772 0.0010758358663436321 0.0012727031777046705 0.0014797217859539016 0.0012573215635498505 0.0012418088870864699 0.0011194333888788757 0.0014389341519140944 0.0010750060152986381 0.001729658545204015 0.0011806325795582487 0.0010468987815084327 0.0016392460321696814 0.0017086587623928876 0.0016747545351320945 0.0017400946907528692 0.0015229787136377126 0.001096050126058401 0.0011745384844359811 0.0013073531631655477 0.0010840815841675058 0.0011894494226942776 0.0010243083474961168 0.0010040485703939339
leaf_count=106 101 130 55 236 48 464 35 98 63 101 27 75 126 253 15 84 90 87 41 94 234 51 18 93 118 87 36 125 18 12
internal_value=0 1.28043e-05 -1.72404e-05 -5.58498e-05 -2.42819e-05 3.9135e-06 -3.42454e-05 3.84249e-06 4.04395e-05 -2.20232e-05 2.88332e-05 -1.49587e-05 3.76035e-05 -1.14722e-05 4.83663e-05 9.94413e-05 3.34692e-05 0.000121704 0.000183805 0.000123279 3.29897e-05 0.000132433 -6.66907e-05 -0.000286897 -4.9096e-05 0.00027143 0.000511769 0.000590173 0.00079851 0.000624098
internal_weight=0 0.0387695 0.037381 0.035147 0.0339976 0.0329408 0.0318157 0.030264 0.0288941 0.025513 0.0240333 0.0227759 0.0217001 0.0204583 0.0190194 0.0178999 0.0161703 0.0149896 0.0139427 0.0128677 0.0112285 0.00951982 0.00677568 0.0052527 0.00415665 0.00298211 0.00338109 0.00223406 0.00210839 0.00274414
internal_count=3121 3020 2890 2659 2423 2368 2320 1856 1821 1704 1603 1576 1478 1403 1150 1024 940 850 763 748 707 613 550 532 439 321 117 231 54 63
is_linear=0
shrinkage=0.00134594


Tree=1123
num_leaves=31
num_cat=0
split_feature=31 14 151 16 33 1213 52 1374 133 160 38 124 484 15 1374 133 376 1 0 159 42 49 151 151 403 3 12 16 0 15
split_gain=0.00122371 0.000861664 0.000855625 0.00122012 0.000775955 0.000748353 0.00064693 0.000636016 0.000654391 0.00073013 0.00068256 0.000829833 0.000782692 0.000848544 0.000670058 0.000583967 0.000541478 0.000596075 0.000640388 0.000608448 0.000628194 0.000502667 0.000620074 0.00103806 0.000491259 0.000446374 0.000714858 0.000553235 0.00033184 0.000414749
threshold=-1.0000000180025095e-35 0.076175000000000007 -0.5145249999999999 -0.53943499999999989 -0.0066799999999999993 -1.0000000180025095e-35 -0.53299999999999992 -0.094929999999999987 -0.25159999999999993 -0.40698999999999991 0.10386000000000002 -0.043384999999999993 -0.0068949999999999992 -1.0000000180025095e-35 0.097240000000000007 0.18829500000000002 0.11430500000000002 0.111945 -0.23001499999999997 0.091530000000000014 -1.0000000180025095e-35 -1.0000000180025095e-35 0.11265500000000002 -0.016164999999999995 0.08332500000000001 0.097915000000000016 0.092255000000000018 -0.082404999999999992 -0.040504999999999992 -0.10203999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 -5 -6 -7 -8 -9 -10 11 -11 13 -13 15 16 17 18 -14 20 24 22 23 -22 -20 26 27 -23 29 -19
right_child=1 -3 3 4 5 6 7 8 9 10 -12 12 14 -15 -16 -17 -18 28 19 -21 21 25 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0016088522326535158 -0.0014966797722158099 -0.0011999874824187354 0.0013212114037926262 -0.0013231823256286419 -0.0010035419610646464 -0.0012025160907995647 -0.00087770143578253304 -0.00096785233467362286 -0.00099212080950826097 0.0012052358029926936 -0.0010438103250013653 -0.0012835639640164148 0.0011400741880463663 0.0004701519486543077 -0.0010325110293674883 -0.00085157157289963579 -0.00074396463626351004 0.0012893354291838887 -0.0013373511172769306 -0.00080889264118268146 0.0004349199274142156 0.0011101471504904924 0.00099403860547072741 -0.0014199240911458048 0.00015176649901430095 0.0013342547498982082 -0.0007432035734700359 0.00018394098214551547 0.00160900674686314 0.00032887561758940026
leaf_weight=0.0011190146772448442 0.001036311904442754 0.0017521614486195594 0.0016936351110814476 0.0012423180406209147 0.0019652933273075482 0.001103652110013619 0.0018409689731910808 0.001454981935025578 0.0014367185445993682 0.0020715418098449226 0.0011455126305399679 0.001892253852727066 0.0018417595729260791 0.0011463063410790389 0.0010391820302899637 0.0011271589551924413 0.0011620492007615715 0.0017133504921771348 0.0010699417802539886 0.0015807400508345273 0.00162926944668218 0.0031254950822549987 0.001013220794618519 0.00149881278952435 0.001234642312077483 0.0016433689766017787 0.0011775500197552802 0.0035796334604363596 0.0010958896857342628 0.0036233416629443127
leaf_count=86 49 100 66 29 476 185 40 158 188 138 31 294 19 114 30 207 20 68 173 79 68 55 17 54 48 17 76 100 57 79
internal_value=0 -9.23627e-05 -5.12322e-05 -1.87732e-05 -6.98237e-05 -3.37909e-05 1.24144e-05 4.58159e-05 9.02035e-05 0.000131982 0.00017759 0.000218422 0.000154925 -0.000621969 0.000235892 0.000282773 0.000330147 0.000378475 0.000237742 0.000143063 0.000237278 0.000368272 -9.95865e-05 -0.000453824 -0.000539581 0.000571666 0.000412682 0.000615678 0.000802789 0.000637232
internal_weight=0 0.0489371 0.0471849 0.0461486 0.044455 0.0432126 0.0412473 0.0401437 0.0383027 0.0368477 0.035411 0.0342655 0.032194 0.00303856 0.0291554 0.0281162 0.0269891 0.025827 0.0193944 0.0175527 0.0159719 0.0136674 0.0041413 0.00312808 0.00230458 0.00952605 0.00788268 0.00670513 0.00643258 0.00533669
internal_count=3121 3035 2935 2886 2820 2791 2315 2130 2090 1932 1744 1713 1575 408 1167 1137 930 910 706 687 608 387 139 122 221 248 231 155 204 147
is_linear=0
shrinkage=0.00160853


Tree=1124
num_leaves=31
num_cat=0
split_feature=39 42 14 3 1365 48 50 4 52 403 49 51 43 0 160 457 150 42 133 15 43 160 16 12 16 3 0 43 15 1
split_gain=0.00113795 0.000833627 0.00075317 0.000671512 0.000623815 0.000554587 0.000788439 0.000950895 0.000480512 0.000518641 0.000462654 0.000450175 0.000358206 0.000339645 0.000546548 0.000414592 0.000698016 0.000466265 0.000585479 0.00058814 0.000507492 0.000559189 0.000598578 0.000277878 0.000310794 0.000263626 0.000223209 0.000221071 0.000118102 9.86732e-05
threshold=0.16946000000000003 -0.11051499999999999 0.076175000000000007 0.30112000000000005 1.0000000180025095e-35 0.12879500000000002 0.10647500000000001 0.27834500000000006 -0.11183499999999999 -1.0000000180025095e-35 0.10542000000000001 0.13095500000000002 -0.074359999999999996 -0.23091999999999999 0.10210000000000001 0.080930000000000016 0.087380000000000013 -0.091214999999999977 0.10622000000000002 -0.10324499999999999 -0.20207499999999998 -0.098904999999999979 0.15891500000000003 0.090545000000000014 -0.15012499999999998 0.11658 -0.084269999999999984 -1.0000000180025095e-35 -0.098289999999999975 0.10723500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 6 7 8 12 -10 13 -7 -3 -11 15 16 17 -15 19 -19 -21 -22 23 24 -23 29 28 -17 -26 -9
right_child=-2 2 -4 -5 -6 11 -8 25 9 10 -12 -13 -14 14 -16 27 -18 18 -20 20 21 22 -24 -25 26 -27 -28 -29 -30 -31
leaf_value=-0.00092090013812478764 0.0013733167591133159 -1.8584345181427648e-05 -0.00099244072491836734 0.00087310305194614884 -0.0010771482137819906 -0.0012723674110674764 -0.00094191581738245424 0.0007769732195352998 -0.00061828568550306923 0.00078851629136860747 0.0010406638648561609 -4.4068802262123811e-05 -0.00090170280033288817 0.00086498156218214612 -0.00093804571193869136 0.00023307861517021274 -0.0010422938958489665 -0.00058937379862294612 -0.00095148988823956547 0.00098742505018012449 -0.00083448657682825341 0.001229217088441342 -0.00057961649346708721 -6.7117732794748169e-05 0.00043612412543934226 0.00028149240787128448 0.00072954028129791908 0.0011145112881660692 -0.00019993250844628298 0.0013729191044430486
leaf_weight=0.0020862096873544003 0.0010478487346006196 0.001701623372150296 0.0014726108066618329 0.0016197617272837297 0.0010424053118640577 0.0011240072242593149 0.0014489205429952792 0.0010173519708587256 0.0018494624318796662 0.001249252745282081 0.0010221276707520479 0.0011254989946678506 0.0017620845839387824 0.001381156215852994 0.0010008167352233413 0.0010793934829251839 0.0010709808467170836 0.0019283592077288135 0.0010610333810059389 0.0014565147904193046 0.0010367718772998922 0.0010431826746204378 0.0014175622666954268 0.0017960979092084273 0.0010197365904005464 0.0012221523464006623 0.0019540058833769532 0.0010658835757340048 0.0011949032691864758 0.0010790529640529734
leaf_count=179 23 181 87 128 62 28 270 31 608 25 70 29 206 43 64 73 105 83 68 20 109 13 30 125 12 28 93 20 154 154
internal_value=0 -7.58163e-05 -2.97154e-05 8.8409e-06 -3.09851e-05 9.87653e-07 4.75051e-05 9.4648e-05 9.68084e-06 7.96861e-05 0.000138961 -0.000657811 -0.000467851 9.45558e-05 5.01124e-05 0.000103554 2.91438e-05 0.000104195 2.86453e-05 0.000109594 0.000233038 0.000116916 0.000233988 0.000398564 0.000559047 0.000788275 0.00039134 0.00067102 9.29414e-05 0.00108372
internal_weight=0 0.0403289 0.0382427 0.0367701 0.0351503 0.0341079 0.0318584 0.0304095 0.0270909 0.0236272 0.0217778 0.00224951 0.00346371 0.0207557 0.0195064 0.0185056 0.0163603 0.0152893 0.0139082 0.0128471 0.0109188 0.00946226 0.00842549 0.00700793 0.00521183 0.00331856 0.00416865 0.00214528 0.00221464 0.0020964
internal_count=3121 3098 2919 2832 2704 2642 2585 2315 2102 1715 1107 57 387 1037 1012 948 855 750 707 639 556 536 427 397 272 213 259 93 166 185
is_linear=0
shrinkage=0.00137286


Tree=1125
num_leaves=31
num_cat=0
split_feature=31 14 33 1365 10 457 1213 1374 457 1456 11 4 158 159 403 150 151 52 160 3 15 130 13 1 43 16 4 2 16 49
split_gain=0.00108414 0.000930235 0.000769428 0.000685847 0.000645379 0.000658224 0.000568242 0.000552004 0.000628908 0.00109041 0.000645667 0.000532045 0.000881683 0.00076878 0.000770894 0.000772655 0.000658252 0.000623172 0.000632008 0.000541582 0.000587204 0.000749672 0.000922695 0.000500032 0.000398275 0.000476402 0.000534578 0.000411266 0.000373566 0.0003297
threshold=-1.0000000180025095e-35 0.076175000000000007 -0.0066799999999999993 1.0000000180025095e-35 -1.0000000180025095e-35 -0.15747999999999998 -0.080769999999999995 -0.094929999999999987 0.080930000000000016 -1.0000000180025095e-35 0.095165000000000013 0.27287000000000006 0.085900000000000018 0.088450000000000015 -1.0000000180025095e-35 0.096430000000000002 -0.0064299999999999991 -0.43320999999999993 0.050340000000000003 0.10893000000000001 0.091915000000000011 -1.0000000180025095e-35 -0.00051499999999999994 0.083135000000000014 -0.17390999999999998 -0.083134999999999987 0.071150000000000005 0.091545000000000015 -0.061854999999999993 0.11308500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 -4 -6 -7 -8 9 -9 11 12 13 14 -11 16 -16 -18 19 20 21 22 -19 -10 -23 -26 27 -27 -21 -13
right_child=1 -3 3 -5 5 6 7 8 23 10 -12 29 -14 -15 15 -17 17 18 -20 28 -22 24 -24 -25 25 26 -28 -29 -30 -31
leaf_value=0.0013461572194532893 -0.0010797646288206477 -0.00099845425867804271 0.00093298134871633179 -0.00099489429874963491 0.0010169647209542282 -0.00091147444067978943 -0.00074473527851896283 -0.0013460068812848791 -4.088144262053307e-05 -0.00094709807252312591 -0.0010049500476744548 0.0007104551850004656 -0.001244863636919037 0.0008564723447675145 0.0007892448330370246 -0.0011226170463695183 -0.00098652412436522332 0.00055647538768002845 -0.00090610499642695974 0.0001710825362903427 -0.00052319636256869043 0.00091150892113842617 -0.001211134812597625 0.00087567532979042763 0.00068401225749906245 -0.00092507196009319859 0.00082371337406122861 0.00013789835921215708 -0.00071234896059199214 -0.00016681728162401129
leaf_weight=0.0010215072015871121 0.0012039628296136575 0.001821818095873339 0.0014125063184913236 0.0011964202644190172 0.0011401562068371609 0.0012551279785695249 0.0016891337037350232 0.0010897664653735087 0.0017827943021515571 0.001550111104982487 0.0010714930248951751 0.003235929652851687 0.0010111095160061359 0.0019176861760088473 0.0021751763416437689 0.0010010636705679579 0.0010767727946192551 0.0010152418597293433 0.0011363134916688713 0.0015011108626481473 0.0015802322439792968 0.003007625923572726 0.0011309176200597912 0.0027286228438576643 0.0035042987164031047 0.0011642034297301438 0.0010147741825754508 0.0015206152964495345 0.0020530496299215875 0.0010209215553231843
leaf_count=86 29 100 80 62 33 319 51 231 72 502 51 171 105 95 123 65 155 42 51 21 146 32 31 106 132 99 15 70 22 24
internal_value=0 -5.51109e-05 -1.79014e-05 1.05191e-05 3.79908e-05 8.15714e-06 -1.97372e-05 8.25862e-06 4.14765e-05 -2.15634e-05 2.25906e-05 5.74136e-05 -1.14553e-05 3.58748e-05 -2.85358e-05 3.36926e-05 8.65958e-05 9.0331e-06 6.65791e-05 0.000129766 0.00024936 0.00034815 -0.000374966 0.000513476 0.000500128 0.000328376 -8.48702e-06 -0.000323032 -0.000339229 0.000500059
internal_weight=0 0.048009 0.0461871 0.0449832 0.0437868 0.0423742 0.0412341 0.039979 0.0382898 0.0337784 0.0326886 0.0316172 0.0273603 0.0263492 0.0244315 0.0228814 0.0218803 0.0197052 0.0186284 0.0174921 0.0139379 0.0123577 0.00214616 0.00451142 0.0102115 0.00720389 0.00369959 0.00268482 0.00355416 0.00425685
internal_count=3121 3035 2935 2906 2844 2764 2731 2412 2361 2183 1952 1901 1706 1601 1506 1004 939 816 661 610 567 421 73 178 348 316 184 169 43 195
is_linear=0
shrinkage=0.00134594


Tree=1126
num_leaves=31
num_cat=0
split_feature=39 42 151 4 41 14 38 3 1374 150 158 157 0 160 4 52 403 457 160 3 13 16 47 4 1 2 150 0 3 47
split_gain=0.00115391 0.0010162 0.00100453 0.000810521 0.00091926 0.000691676 0.00056233 0.000608146 0.000673083 0.000681362 0.000795785 0.000585245 0.000601592 0.000867711 0.000741354 0.0010309 0.000637771 0.000692452 0.000555572 0.000551089 0.000794197 0.000539823 0.00111992 0.000763948 0.000575873 0.000516375 0.000644457 0.000722047 0.000687657 0.000460021
threshold=0.16946000000000003 -0.11051499999999999 -0.5145249999999999 0.27834500000000006 0.078475000000000017 -0.46885499999999997 0.10777500000000002 0.30112000000000005 0.086000000000000007 -0.099594999999999975 0.093740000000000018 -0.084489999999999996 -0.061629999999999997 -0.089974999999999986 -0.49405499999999997 0.10347000000000002 -1.0000000180025095e-35 -0.0029299999999999994 0.099315000000000014 -0.097174999999999984 -0.061684999999999997 -0.056919999999999991 0.090280000000000013 0.018150000000000003 0.094385000000000011 0.092365000000000017 0.083095000000000016 -0.10224499999999999 -0.059315 0.10954500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 6 -5 7 8 9 -4 11 -11 13 -13 15 -14 -15 -18 21 -16 -21 24 23 -23 25 26 27 -19 -29 -7
right_child=-2 2 3 5 -6 29 -8 -9 -10 10 -12 12 14 16 19 -17 17 18 -20 20 -22 22 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=-0.00091544572505372222 0.00137330040448313 -0.0012897221876434488 0.0010901085439220318 -0.00045372027667258476 -0.0011358285532897389 0.00098292773853472922 -0.00097916399457426639 0.00088011277999713497 -0.0010881725357699038 -0.00082495252226457338 -0.0010890704109128551 -0.0012046961459640361 -0.0010590503915913619 -0.00083483922739878902 0.0010536932152564226 0.00051207555493451194 -0.00099169582744889555 -0.00077954787974734952 -0.00058742459788542196 0.00076027012259091361 -0.00054501978894090782 -0.00022574732343202836 -0.0013730772943642169 0.0010520035505227881 0.00083947232698062288 -0.00050757209192405666 0.0013304427192260433 0.00011124877457399049 0.0013655292647310078 -3.5028852113840525e-05
leaf_weight=0.0025038576664382353 0.0010771149589174902 0.0011440017530901505 0.0010673363479298805 0.0011518395253835578 0.0014305485349055394 0.003460872534864822 0.0011106475630526793 0.0014622786040447968 0.001084410957266079 0.0014899108092496496 0.0012727480124523618 0.0011966461340979775 0.0014471578710750777 0.0016119086969026411 0.0028802134099805698 0.0017258401519910649 0.0011093909717150288 0.0012150280587661525 0.0018654271803999469 0.0022593667378174587 0.0014375387868010951 0.0028698765728445456 0.0011335637533385068 0.0012731496548403776 0.0034168185849026153 0.0016884046886187498 0.0010486586523370534 0.0034265929810444054 0.0010845837102806521 0.0011034867701802398
leaf_count=179 23 48 25 41 87 244 22 64 62 193 175 226 100 544 52 14 86 21 74 64 85 200 43 43 63 75 9 231 4 24
internal_value=0 -6.2595e-05 -1.8537e-05 1.21923e-05 -5.44013e-05 0.000496925 -1.58963e-05 1.14889e-05 -2.22881e-05 9.36168e-06 -2.31751e-05 1.65152e-05 5.48665e-05 -6.65498e-05 0.000340534 -0.000204492 -3.912e-06 6.26195e-05 0.000124108 0.000603471 0.000252709 0.000201473 -0.000163928 0.000166905 0.000363767 0.000171713 0.000341002 0.000159803 0.000412805 0.000736825
internal_weight=0 0.0509721 0.0484682 0.0473242 0.041608 0.0057162 0.0401775 0.0390669 0.0376046 0.0365202 0.0354528 0.0341801 0.0326902 0.02294 0.00975012 0.003173 0.0217434 0.0201315 0.0190221 0.00657712 0.00369691 0.0171567 0.00527659 0.00414303 0.0118801 0.00846327 0.00677486 0.0057262 0.00451118 0.00456436
internal_count=3121 3098 2919 2871 2562 309 2475 2453 2389 2327 2302 2127 1934 1619 315 114 1393 849 763 201 149 689 286 243 403 340 265 256 235 268
is_linear=0
shrinkage=0.00137286


Tree=1127
num_leaves=31
num_cat=0
split_feature=39 42 14 123 151 16 1213 1456 33 13 13 403 1366 1456 155 1374 1 15 4 49 42 403 16 43 376 2 1374 1429 2 1
split_gain=0.00163234 0.00138681 0.00145828 0.00131109 0.00120204 0.00136698 0.00116451 0.00104489 0.00107828 0.000995978 0.00195309 0.00105996 0.00105486 0.000923075 0.000899019 0.000911941 0.00108808 0.001089 0.00125209 0.00114891 0.00109696 0.000993005 0.00124026 0.0010091 0.000823836 0.000744951 0.000742408 0.000788104 0.000814167 0.000667511
threshold=0.16946000000000003 -0.26584999999999998 0.076175000000000007 1.0000000180025095e-35 -0.5145249999999999 -0.53943499999999989 -0.082704999999999987 0.075120000000000006 -0.0066799999999999993 -0.53104499999999988 -0.39067499999999994 -0.092474999999999988 -1.0000000180025095e-35 -1.0000000180025095e-35 0.088610000000000008 -0.094929999999999987 1.0000000180025095e-35 0.090615000000000015 0.053180000000000012 -0.090734999999999982 0.10892 0.10301500000000001 0.23311500000000004 -0.088704999999999992 0.049360000000000008 0.11389000000000002 0.087855000000000016 -1.0000000180025095e-35 1.0000000180025095e-35 0.11588000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 -6 -7 8 -8 -10 -11 -12 -13 -14 15 -15 21 19 -19 -18 26 22 23 -17 25 -5 27 -21 29 -29
right_child=-2 2 -4 24 5 6 7 -9 9 10 11 12 13 14 -16 16 17 18 -20 20 -22 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=-0.00129400227447374 0.0012942823691774327 -0.0012938117454423831 -0.00094886569777103249 -0.00067243285371807945 0.00098993983631221567 -0.0012937702502817969 -0.0009794961062248881 -0.0012937763538726317 -0.00095737608349144099 0.0010431986726472753 -0.0012801155074161322 -0.001234019098166728 -0.00077097163564932773 -0.00071890190610097299 -0.00097545719736124486 -0.0007506385281512225 -0.00084865423456454488 -0.0011429708840691828 0.00057464588432855443 -0.00040378742837244002 -0.00072324248537025345 -0.001293896988038046 0.0010938975635894179 9.8612205938011704e-05 0.0011931719213634146 0.00081772628498172947 -0.0004276700043789873 0.00020370261777141692 0.00099792214947763669 0.0010619487684836418
leaf_weight=0.0014835903651597695 0.001529950905506893 0.0012553583960368533 0.0027626610390605313 0.0010740400887643267 0.0021825518851734662 0.0012395388978614355 0.0018129900192889173 0.0010650380319261457 0.0016340930577598547 0.0032189060436635933 0.0010567269677528293 0.0010765723862249379 0.0021155955655882677 0.0019706353788109246 0.0012490939959530758 0.0033230425441370679 0.0010789612933876916 0.0016308942338021373 0.0012583110551531718 0.0010956332118894343 0.0011185558552426747 0.0010838945028410771 0.0015170020419446048 0.0079284079922739004 0.0024270224446674149 0.0011764373953333518 0.0011177087578744241 0.0058419969735403754 0.0088584325542591102 0.0020484615478562063
leaf_count=18 23 46 100 59 61 286 24 220 11 93 304 43 239 35 162 129 20 102 10 22 24 55 49 424 141 54 22 165 144 36
internal_value=0 -5.72195e-05 -2.90852e-05 1.16002e-05 -4.17308e-05 -1.39225e-05 -5.4242e-05 -2.53076e-05 6.54601e-07 3.60369e-05 6.94464e-05 3.60647e-07 3.08959e-05 6.23917e-05 0.000105267 0.000139123 0.000183735 0.000350093 -0.000394912 0.000451818 0.000521693 -0.000105077 -4.16034e-06 -0.000152208 0.000670366 0.000106548 0.000595131 0.000659195 0.00072873 0.000426514
internal_weight=0 0.0667022 0.0652186 0.0624559 0.0577784 0.056523 0.0543405 0.053101 0.0520359 0.0502229 0.0485888 0.0453699 0.0443132 0.0432366 0.041121 0.0398719 0.0379013 0.024049 0.00288921 0.0211598 0.0200808 0.0138523 0.0127685 0.0112515 0.0046775 0.00225048 0.0189622 0.0178445 0.0167489 0.00789046
internal_count=3121 3098 3080 2980 2726 2680 2619 2333 2113 2089 2078 1985 1681 1638 1399 1237 1202 545 112 433 413 657 602 553 254 113 389 367 345 201
is_linear=0
shrinkage=0.00129368


Tree=1128
num_leaves=31
num_cat=0
split_feature=39 42 151 16 156 1213 38 3 12 483 33 9 456 42 1 43 42 49 15 151 16 1456 156 2 39 3 1 48 1374 15
split_gain=0.00139953 0.00147739 0.00127842 0.00131533 0.00110507 0.00105212 0.000839267 0.00128252 0.00091288 0.00104182 0.00116726 0.000916388 0.000720857 0.000785785 0.00121064 0.000996639 0.000786499 0.000964392 0.00082937 0.000702291 0.000699525 0.000697906 0.00067835 0.000835687 0.00113409 0.00100035 0.00101046 0.00134708 0.00119025 0.00116503
threshold=0.16946000000000003 -0.11051499999999999 -0.5145249999999999 -0.53943499999999989 -1.0000000180025095e-35 -0.082704999999999987 0.10386000000000002 0.31299000000000005 -0.077884999999999996 0.086625000000000021 -0.0066799999999999993 0.09055500000000001 0.087015000000000023 0.092145000000000019 0.12765500000000005 -0.50216499999999986 0.091295000000000015 -0.087004999999999985 0.097485000000000016 0.08357500000000001 -0.091114999999999988 -1.0000000180025095e-35 0.091255000000000017 0.11144000000000001 -1.0000000180025095e-35 0.10299500000000002 1.0000000180025095e-35 0.092150000000000024 -0.094929999999999987 0.083935000000000023
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 -5 -6 7 8 -7 10 -10 12 13 16 15 -15 17 19 21 -12 -17 -19 23 24 -23 26 27 29 -28 -26
right_child=-2 2 3 4 5 6 -8 -9 9 -11 11 -13 -14 14 -16 20 -18 18 -20 -21 -22 22 -24 -25 25 -27 28 -29 -30 -31
leaf_value=-0.00087677141559570535 0.0012941684515188493 -0.0012166844979339957 0.00090904484831054596 -0.0012937525904979715 -0.0012937374332930773 0.00057796098158426231 -0.00086187084051320584 0.0012937753174479881 -0.0011479060806315982 -0.00098458861967401783 -0.001068408580559116 0.0010927792114749256 -0.00080568284712867401 0.00056237391665471016 0.00078015765165348559 -0.00032199459117594677 0.00097745028387794994 -0.00071745585228334327 -0.00098227206526619324 0.00013113949203309006 -0.0012823296641113254 -0.00099804178517788307 -0.00043083489162284441 0.0008438012561518811 -0.001038799903458154 0.00099984194284542132 -0.00088106324125424983 0.0011039680079484556 0.00051719015571702635 0.00021536405043461575
leaf_weight=0.0034993907025806506 0.0013051029207247202 0.0014436347750574887 0.0026357214002672427 0.0011269955592867467 0.0010338314081694824 0.0044937212015749841 0.0017387170347973315 0.0013555458803127243 0.0014233983664837515 0.0018460401013453689 0.0019912287640266859 0.001347275275378478 0.0017430450282382983 0.0010564817455360753 0.0013307185627091656 0.0024551502045522255 0.0017160122437864791 0.0013462602948051119 0.0010413847326979911 0.0013849736621693864 0.0026284968253791332 0.0012518881321739164 0.0023402756834651752 0.0039542105497680771 0.0030730631182187542 0.0027275942666165056 0.0011277709236310338 0.0010057227234092636 0.010551619243367227 0.0020776740019932127
leaf_count=179 23 48 92 154 275 222 31 101 19 204 46 21 92 11 21 66 41 98 105 29 283 15 125 79 185 18 11 47 240 240
internal_value=0 -5.85259e-05 -1.32542e-05 1.48554e-05 -2.49767e-05 -3.41089e-07 2.31143e-05 5.0955e-05 1.97071e-05 -3.10542e-05 5.9461e-06 4.15336e-05 9.92185e-06 4.29367e-05 -0.000338494 -0.000580934 0.000123005 7.97196e-05 0.000152348 -0.000576334 -0.000818535 0.000192461 0.000236039 0.000296602 0.000197417 0.000270196 0.000158613 -0.000265503 0.000382174 -0.000532903
internal_weight=0 0.0667478 0.0632485 0.0618048 0.0591691 0.0580421 0.0570083 0.0552696 0.053914 0.0494203 0.0475742 0.0461508 0.0448036 0.0430605 0.00747085 0.00614013 0.0355897 0.0338737 0.0304975 0.0033762 0.00508365 0.0294561 0.0281098 0.0257695 0.0218153 0.0205634 0.0178359 0.00615646 0.0116794 0.00515074
internal_count=3121 3098 2919 2871 2779 2625 2350 2319 2218 1996 1792 1773 1752 1660 381 360 1279 1238 1163 75 349 1058 960 835 756 741 723 472 251 425
is_linear=0
shrinkage=0.00129368


Tree=1129
num_leaves=19
num_cat=0
split_feature=1447 453 4 15 12 13 1 16 159 47 52 52 15 0 43 16 48 1
split_gain=0.000144024 0.00019823 0.000356098 0.000199381 0.000194038 0.000208295 0.000184438 0.000189081 0.000162658 0.000157854 0.000265158 0.000274371 0.000226918 0.000215337 0.000172104 0.000381808 0.000136617 0.00011475
threshold=-1.0000000180025095e-35 1.0000000180025095e-35 0.24564500000000003 -0.10324499999999999 0.10711000000000002 -0.43167499999999998 0.111945 -0.5224049999999999 0.091005000000000016 0.092165000000000011 -0.24456499999999998 -0.081429999999999989 -0.0088349999999999974 -0.10011499999999998 -0.15582499999999996 -0.083134999999999987 0.090225000000000014 0.13436000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 -5 7 -4 9 10 -7 -12 16 -14 -15 -16 -13 -11
right_child=1 -3 6 4 -6 8 -8 -9 -10 17 11 12 13 14 15 -17 -18 -19
leaf_value=-0.0016182413751825542 -0.0016774372371714931 -0.0018055113718693071 0.0016668724966526216 0.00194502886841695 -0.0017036235971535007 -0.0021676173393572504 0.0023024485293475587 -0.00090889695081173899 -0.0016189053325437078 0.0021023601399979886 0.0016468177579530942 -0.0025665379526984464 0.001740957165101626 0.0011488181912034834 0.00062217838436351555 -0.002152046483552154 -0.00034032309241260493 0.00013558326291315324
leaf_weight=0.0010051817669343146 0.0014090617148730901 0.0010225390996279051 0.001097398143926398 0.0010826982827047927 0.0011411876883531116 0.0010222516819338142 0.0018141706178012029 0.0010057225715200948 0.0010668638734481197 0.0011583750931170042 0.0017953984726517538 0.0010120622855216421 0.0013194398719478251 0.0012732442423768493 0.0019426299207292441 0.0017243482477341671 0.001018335189364894 0.0010336920204281341
leaf_count=300 189 78 56 36 193 244 257 78 201 75 177 238 65 62 331 478 46 17
internal_value=0 4.12726e-05 0.000127435 -0.000127735 3.88355e-06 0.000130011 0.00129992 0.000435127 -6.77229e-06 0.000122548 -8.51315e-05 0.000125947 -0.000203432 0.000200905 -0.000210413 -0.000682364 -0.00144999 0.00117491
internal_weight=0 0.0229394 0.0219169 0.0179996 0.0165905 0.0154493 0.00391729 0.00210312 0.0143666 0.0132998 0.0111077 0.0100855 0.00829006 0.00625966 0.00494022 0.00366698 0.0020304 0.00219207
internal_count=3121 2821 2743 2352 2163 1970 391 134 1934 1733 1641 1397 1220 936 871 809 284 92
is_linear=0
shrinkage=0.00429114


Tree=1130
num_leaves=18
num_cat=0
split_feature=124 123 50 42 403 48 4 457 3 133 16 52 43 0 48 484 1
split_gain=0.000114696 0.000208441 0.000220038 0.00022272 0.00036741 0.000220871 0.000239179 0.000220935 0.000244254 0.000235626 0.00031687 0.000387931 0.000207534 0.000299722 0.000169903 0.000161561 0.000138176
threshold=0.10195500000000002 1.0000000180025095e-35 0.10647500000000001 -1.0000000180025095e-35 0.03138500000000001 0.12737000000000001 0.27834500000000006 0.080930000000000016 0.090900000000000009 0.093255000000000018 -0.40995499999999996 -0.0064899999999999992 -0.074974999999999986 -0.11991499999999998 0.085485000000000019 0.064170000000000019 0.088485000000000022
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 6 7 9 -9 10 -5 14 -13 -14 15 -12 -15
right_child=-2 -3 -4 5 -6 -7 -8 8 -10 -11 11 12 13 16 -16 -17 -18
leaf_value=-0.0022982753352731862 0.0012577490757324599 0.0012612585802028811 -0.0019354503212316845 -0.0020330404198537137 0.00067459699200699745 -0.0016532234492891674 0.0014467792401434939 -2.5266516319243695e-05 0.0025308570798576987 -0.0018016585142970748 -0.0022175644566781211 0.0018645375789080557 0.0021714731506713263 0.00049006006290847168 0.00046793538893380394 -0.00019088252736104976 -0.0011234283307094261
leaf_weight=0.0016182507946571603 0.0010100765340326215 0.001622254521108645 0.0010312011901876241 0.0010654106391876335 0.0010262001734199777 0.0010589350487677498 0.001973837970150826 0.0012716783284307817 0.001015768417801155 0.0012552192626799916 0.001452165919518353 0.0018873295818172542 0.0010013079915456302 0.0017176077541333273 0.0010687269469500382 0.0010056285442061608 0.0015036490423954163
leaf_count=597 42 242 312 67 159 46 181 84 41 284 324 145 39 249 123 102 84
internal_value=0 -8.09216e-05 -0.000184838 -9.42219e-05 -0.00114463 6.65529e-05 0.000178841 3.14511e-06 0.00110981 -0.000208566 -2.17119e-05 0.000200662 0.000793107 0.000314217 -0.000825781 -0.00138833 -0.000263099
internal_weight=0 0.0225752 0.0209529 0.0199217 0.00264445 0.0172773 0.0162183 0.0142445 0.00228745 0.011957 0.0107018 0.00963642 0.00610989 0.00422256 0.00352652 0.00245779 0.00322126
internal_count=3121 3079 2837 2525 756 1769 1723 1542 125 1417 1133 1066 517 372 549 426 333
is_linear=0
shrinkage=0.00388662


Tree=1131
num_leaves=31
num_cat=0
split_feature=39 42 3 14 1365 401 156 33 2 1456 453 16 1374 150 48 1374 0 13 13 403 52 39 123 51 2 159 160 13 43 4
split_gain=0.00164055 0.00100589 0.000903555 0.00087995 0.000861424 0.000810576 0.000818014 0.00085897 0.00116817 0.000668115 0.000709518 0.000947829 0.000718861 0.000777691 0.000716636 0.000872438 0.00115389 0.000769662 0.00147862 0.000735463 0.000788113 0.000588936 0.000879715 0.000596951 0.000599497 0.00110395 0.000927651 0.000895961 0.000897865 0.000606791
threshold=0.16946000000000003 -0.26584999999999998 0.31299000000000005 0.076175000000000007 1.0000000180025095e-35 0.10076500000000001 -1.0000000180025095e-35 -0.0066799999999999993 -0.0091949999999999983 -1.0000000180025095e-35 0.089960000000000026 -0.54165499999999989 0.093235000000000012 -0.093459999999999988 0.092475000000000016 -0.094929999999999987 -0.23001499999999997 -0.53104499999999988 -0.47860499999999995 -0.092474999999999988 -0.43320999999999993 -0.046074999999999991 0.083855000000000013 0.13095500000000002 0.10527500000000002 0.091530000000000014 -0.089974999999999986 0.19762500000000002 -0.10603999999999998 -0.39518999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 6 -3 -8 -9 -10 11 -11 13 -13 15 -15 -17 -18 -19 -20 -21 -22 23 24 25 26 -23 28 -28 -30
right_child=-2 2 -4 -5 -6 -7 7 8 9 10 -12 12 -14 14 -16 16 17 18 19 20 21 22 -24 -25 -26 -27 27 -29 29 -31
leaf_value=-0.0014287314399139175 0.001428811617317511 -0.0014283896220268508 0.00075818325357165396 -0.0011377030334675461 -0.0011944935194645335 -0.0014283901818589731 -0.0011525179588441159 0.00078454604883728275 -0.0010836656631835785 0.0010732369198183714 -0.001329024135116154 0.0010210779251573956 -0.0011313635173326698 -0.0014107333773781114 0.00026133758182284912 0.00098371406212733117 -0.0014271025846847049 0.0011717941552627877 -0.0014177698415675736 -0.0014284269421764523 -0.0010768315147044484 -0.0012566250983121034 0.0011517154247693969 -0.0011548324688991089 0.00028067780557194645 -0.0014002941515231669 0.00096966761163253326 -0.000814599528152123 -0.0010930511752772658 3.8864174317190808e-05
leaf_weight=0.0015179318121667498 0.0011672675072205143 0.0010673191315229138 0.0017557113698818396 0.0023521029207174129 0.0018916476665147277 0.0011001869344045003 0.0017410740950012374 0.0026868480289286003 0.0016233268909910939 0.001306590271617821 0.0010223248639249496 0.0011707885771272677 0.0015048649223992063 0.0012535293300715003 0.0069382088378624465 0.0016080845971941779 0.0011052852095190238 0.0014955428571283803 0.0011220832159546381 0.001094800743082879 0.0014592193931548527 0.0014466833620705435 0.0010263824079448361 0.0012616727536345343 0.0052437684711570389 0.0015996734196530573 0.0020048404816463876 0.0026933789700365187 0.0010654597165568923 0.010370794405476124
leaf_count=18 23 158 120 99 62 144 32 116 230 45 18 22 33 39 203 18 5 11 310 154 29 149 78 40 177 94 40 31 16 607
internal_value=0 -0.000279982 -0.000251863 -0.000281293 -0.000246505 -0.00021449 -0.000190169 -0.000165625 -0.000132648 -0.000182516 -0.000151908 -0.000126179 -0.000160649 -0.000127419 -0.000158843 -0.00024016 -0.000197748 -0.000255339 -0.000214719 -0.000282955 -0.000239446 -0.00019324 -0.000144973 -0.000196786 -0.000147298 -0.0002643 -0.000160938 -6.26947e-05 8.79749e-05 -6.65908e-05
internal_weight=0 0.0635301 0.0620122 0.0602565 0.0579044 0.0560127 0.0549125 0.0538452 0.0521042 0.0494173 0.047794 0.0467717 0.0454651 0.0439602 0.0427894 0.0358512 0.0345977 0.0329896 0.0318843 0.0303888 0.0292667 0.0281719 0.0267127 0.0256863 0.0244246 0.0191808 0.0175812 0.0161345 0.0134411 0.0114363
internal_count=3121 3098 3080 2960 2861 2799 2655 2497 2465 2349 2119 2101 2056 2023 2001 1798 1759 1741 1736 1725 1415 1261 1232 1154 1114 937 843 694 663 623
is_linear=0
shrinkage=0.00142833


Tree=1132
num_leaves=31
num_cat=0
split_feature=14 31 457 1213 39 42 48 147 52 1375 33 474 1374 403 133 52 1 151 2 1 16 131 43 12 453 12 3 0 12 16
split_gain=0.00151066 0.001255 0.00119914 0.00124283 0.00118597 0.00137127 0.00116487 0.00112411 0.00161896 0.00108002 0.00111311 0.00111098 0.00116799 0.000996037 0.000929585 0.00104454 0.00104753 0.000866243 0.000949722 0.00135793 0.0010156 0.00085584 0.000963463 0.000831988 0.000824417 0.000814393 0.00125685 0.00116247 0.000941111 0.000798651
threshold=0.076175000000000007 -1.0000000180025095e-35 -0.15747999999999998 -0.082704999999999987 0.16946000000000003 -0.26584999999999998 -0.09386499999999999 1.0000000180025095e-35 0.41423000000000004 0.079730000000000009 -0.0066799999999999993 -1.0000000180025095e-35 -0.094929999999999987 -0.088999999999999982 -0.25159999999999993 -0.52017999999999986 1.0000000180025095e-35 0.050660000000000004 1.0000000180025095e-35 0.12958500000000003 -0.056919999999999991 0.088315000000000018 -0.0037449999999999996 -0.085119999999999987 0.089960000000000026 0.10193000000000001 0.097915000000000016 -0.10151999999999999 0.092355000000000007 0.051380000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 5 -5 -7 8 9 10 -8 -12 -13 -14 29 -16 23 18 19 20 21 22 -18 -17 -20 26 27 -25 -29 -15
right_child=-2 2 3 4 -6 6 7 -9 -10 -11 11 12 13 14 15 16 17 -19 24 -21 -22 -23 -24 25 -26 -27 -28 28 -30 -31
leaf_value=0.0014572656081127981 -0.0011582630843839617 0.001152862424805647 -0.001456967512776324 -0.0014572501745221892 0.0014573319195859743 -0.0011357317233728318 -0.0011222834052433124 0.0010050548038978838 -0.001456991813340725 -0.0010852414116870059 -0.001335884551539978 -0.00091597183556189692 -0.00077916687930618502 -0.0014339409183585408 -0.0010741158004750819 -0.0012337580893296085 -0.0007810732643904083 -0.000530090093974699 0.00083449653161556234 0.0013773363228866192 -0.00083970067336667619 0.0011543984915746519 0.00061413072035863174 -0.0014570550805696877 -0.00045802228163912694 -0.00081229039467451151 0.0012482649694418413 0.0003328935516662247 -0.00091366168788370732 0.00023841310815082847
leaf_weight=0.0012279239233814456 0.0024858955607722768 0.0017768366776920166 0.0013245157794994347 0.001451776713750518 0.0011162334438878921 0.0019440081175403625 0.0016751114734461217 0.0023176257596801966 0.0016390746335090958 0.0018456865225857646 0.0011457903561096208 0.0022382492272896562 0.0022923306781343902 0.0013306004392070738 0.001231126947595306 0.0010842319094059851 0.0020970488659521891 0.0017591809542949468 0.015042503499710591 0.0016606242062362506 0.0025127812533849428 0.0016563611022490932 0.0021051421046678351 0.0010283954270029474 0.0011258307263233283 0.0018915105381243072 0.0020903103322780234 0.0094399499471040683 0.0014881516217339899 0.0011132005021652347
leaf_count=85 101 34 288 17 21 36 29 112 180 116 102 47 354 128 121 26 53 37 335 35 136 30 40 37 15 95 10 386 88 27
internal_value=0 -2.7431e-06 -2.85667e-05 -5.95983e-05 -3.16918e-05 -5.71815e-05 -2.53002e-05 9.62391e-06 -2.91542e-05 1.12981e-05 4.74331e-05 8.34958e-05 0.000114073 0.000159324 0.000203538 0.000249845 0.000286081 0.000459557 0.000526006 0.000173868 -6.48642e-05 0.00026747 -8.21277e-05 1.14718e-06 0.000744496 8.51538e-05 0.000206002 2.37864e-05 0.000163142 -0.00067215
internal_weight=0 0.0706521 0.0694242 0.0676474 0.0663228 0.0652066 0.0637548 0.0618108 0.0594932 0.0578541 0.0560084 0.0543333 0.0531875 0.0509493 0.048657 0.0462131 0.044982 0.0279595 0.0262003 0.010032 0.00837133 0.00585855 0.00420219 0.0170225 0.0161683 0.0159383 0.0140468 0.0119565 0.0109281 0.0024438
internal_count=3121 3020 2935 2901 2613 2592 2575 2539 2427 2247 2131 2102 2000 1953 1599 1444 1323 681 644 294 259 123 93 642 350 616 521 511 474 155
is_linear=0
shrinkage=0.00145689


Tree=1133
num_leaves=31
num_cat=0
split_feature=39 3 42 151 1348 1456 33 14 16 1213 1425 4 1374 480 1374 42 1366 1 16 12 43 151 16 43 43 12 4 2 49 52
split_gain=0.00201836 0.00145525 0.00116693 0.0011974 0.00145505 0.00112627 0.00102936 0.00109435 0.00106902 0.00122779 0.000952032 0.00117917 0.00127133 0.0009996 0.000965564 0.00102927 0.000948629 0.00105649 0.00118508 0.00105368 0.000986268 0.000945799 0.00112728 0.00113298 0.000800204 0.000967682 0.00136383 0.000746999 0.00121993 0.00105059
threshold=0.16946000000000003 0.31299000000000005 -0.11051499999999999 -0.5145249999999999 0.090205000000000021 -1.0000000180025095e-35 -0.0066799999999999993 0.076175000000000007 -0.54165499999999989 -0.082704999999999987 1.0000000180025095e-35 0.50996500000000011 0.093235000000000012 1.0000000180025095e-35 -0.094929999999999987 0.11275500000000001 -1.0000000180025095e-35 1.0000000180025095e-35 0.15891500000000003 0.09320500000000001 0.13895500000000002 0.13982000000000003 -0.084119999999999986 -0.20207499999999998 -0.096754999999999994 0.095565000000000011 -0.029144999999999997 1.0000000180025095e-35 -0.088694999999999982 0.17829500000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 5 -5 -7 8 -8 -10 11 12 13 14 -11 16 -16 20 27 -20 21 22 -18 -24 -25 26 -26 -19 -29 -30
right_child=-2 -3 3 4 -6 6 7 -9 9 10 -12 -13 -14 -15 15 -17 17 18 19 -21 -22 -23 23 24 25 -27 -28 28 29 -31
leaf_value=-0.00089330918767163291 0.0011722400091209897 0.00077683539194228269 -0.0011231353358409643 -0.0010092944081010759 0.001153937209160768 -0.00099416740101023219 0.00085231628231213557 -0.00097664594015484389 -0.0011718188509844305 -0.00077903086945533162 -0.0011722558951333304 0.00099751173195260332 -0.0011427830045214189 -0.0009143344515554721 -0.00088486267739708345 -0.00065532576754574496 -0.00097146164233588789 0.00010064044524553167 -0.0011524170334691862 0.00023232816032901793 0.00040361791928224608 0.00075311168881035499 0.00065254463036266367 -0.0011562621914377393 0.00047638971415356422 -0.0011720077918793432 -0.00069995252925524813 -0.0004103906036200513 0.00091884514657766922 -0.00032607198627288215
leaf_weight=0.003732610505423394 0.0014424235521417464 0.0019245463179222702 0.001952180577973194 0.002356917364458865 0.0010848288536635655 0.0020740681611002279 0.0015043368786500288 0.0021360592645436318 0.0015648448808498463 0.0023910335118415551 0.0011506987146097094 0.0013223339493051425 0.0016253321425381264 0.0019330354008575404 0.0014774915893518417 0.0031854212261528394 0.0031666760373587474 0.0078513895383403032 0.0014346891839416278 0.0015911081367789848 0.0037134546090396006 0.0011345760379981593 0.0018719329315501918 0.0014237046564886686 0.0034050629521580203 0.0011458380577105132 0.0022454776598795139 0.0014372830053588368 0.0072384012809942888 0.0010680027132821124
leaf_count=177 23 120 48 268 27 32 46 68 245 36 71 86 37 213 45 162 222 304 73 57 120 9 25 65 139 69 145 16 157 16
internal_value=0 -0.000227986 -0.000256333 -0.000219464 -0.000191253 -0.000215001 -0.00018332 -0.000153825 -0.000121801 -0.000149254 -0.000118371 -9.44335e-05 -0.000123698 -8.89845e-05 -5.41357e-05 -1.41903e-05 3.66064e-05 7.17612e-05 0.00025311 -0.000424252 -0.000134768 -0.000273671 -0.000361535 -0.000170152 -0.000357502 -0.000190178 8.92113e-06 0.000369595 0.000586316 0.000758779
internal_weight=0 0.0701433 0.0682188 0.0644862 0.062534 0.0614492 0.0590923 0.0570182 0.0548821 0.0533778 0.0518129 0.0506622 0.0493399 0.0477146 0.0457815 0.0433905 0.0402051 0.0387276 0.0206209 0.0030258 0.0181067 0.0143933 0.0132587 0.010092 0.00822008 0.00679638 0.00565054 0.0175951 0.00974369 0.0083064
internal_count=3121 3098 2978 2801 2753 2726 2458 2426 2358 2312 2067 1996 1910 1873 1660 1624 1462 1417 623 130 794 674 665 443 418 353 284 493 189 173
is_linear=0
shrinkage=0.00117172


Tree=1134
num_leaves=20
num_cat=0
split_feature=1213 1447 453 4 48 0 150 52 43 52 130 1 16 52 133 52 0 3 13
split_gain=0.00027836 0.000150048 0.000209172 0.000248649 0.000157272 0.000298973 0.00023001 0.000197501 0.000311013 0.000257679 0.000253123 0.000155729 0.000119725 0.00028787 0.000252185 0.000288407 0.00017436 0.000147817 9.67806e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 1.0000000180025095e-35 0.27287000000000006 0.092475000000000016 -0.18113999999999997 0.08882000000000001 -0.088204999999999992 -0.053764999999999993 -0.07167999999999998 -1.0000000180025095e-35 0.111945 -0.25582999999999995 0.077655000000000016 0.090310000000000015 0.11125500000000001 -0.10224499999999999 -0.0087149999999999988 -0.013634999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 6 -6 7 8 -3 -9 -11 -5 -12 16 15 -15 -14 -18 -7
right_child=1 2 -4 11 5 18 -8 9 -10 10 12 -13 13 14 -16 -17 17 -19 -20
leaf_value=-0.0023517732797977745 -0.0016230993105423629 0.00018753678392729539 -0.0018122265406576607 0.00046335752396039841 -0.00093060383826534788 0.0028079447515978921 -0.0017629799785732563 0.0024575789056430156 -0.0028258392360278593 -0.0017555625232113512 0.0014086189662337264 0.0026390487359257472 -0.0021415884218103582 0.0031351371110437333 -0.0008513216243626519 0.00011770578812119226 -0.0010967329748004001 0.0011560345857636537 0.00090187271206857659
leaf_weight=0.0010069968133704634 0.0010279994388839855 0.0017072221689138078 0.0010631007811316975 0.0013721109288020719 0.0011264909389865352 0.0011306820475565083 0.0015809331981611044 0.0010042008611466048 0.0011375711854036347 0.0012966888756111876 0.0017334442160612503 0.0012559282521508175 0.0012466510235142891 0.001379336189915481 0.0010446920161815143 0.0011642853289259847 0.0012798364955186603 0.0010625142161302522 0.0010010155302655468
leaf_count=491 255 274 78 77 23 138 164 100 203 152 81 240 49 126 164 147 252 13 94
internal_value=0 4.50175e-05 0.000120939 0.000216423 3.74672e-05 0.00092977 -0.000148452 3.31345e-05 -0.00101745 0.000299704 8.74143e-05 0.00150311 0.000355603 0.000101282 0.000995477 0.00175398 -0.000792741 -7.48546e-05 0.00191288
internal_weight=0 0.0236147 0.0225867 0.0215236 0.0188956 0.00325819 0.0156374 0.0140564 0.00284479 0.0112116 0.0102074 0.00262804 0.00891076 0.00717732 0.00358831 0.00254362 0.003589 0.00234235 0.0021317
internal_count=3121 2630 2375 2297 1980 255 1725 1561 477 1084 984 317 832 751 437 273 314 265 232
is_linear=0
shrinkage=0.0044645


Tree=1135
num_leaves=17
num_cat=0
split_feature=457 457 150 484 43 151 4 1 43 43 42 47 13 1 160 43
split_gain=0.000145946 0.000204525 0.000198927 0.000259058 0.000244383 0.000237005 0.000236345 0.000330639 0.000239315 0.000432535 0.000310799 0.000225814 0.000342387 0.000308511 0.000190861 0.000138926
threshold=-0.087749999999999981 -0.0029299999999999994 0.083095000000000016 -1.0000000180025095e-35 -0.081454999999999986 -0.029339999999999995 0.24564500000000003 0.111945 -0.074359999999999996 -0.095049999999999982 0.085465000000000013 0.09550500000000002 -0.095304999999999987 0.080000000000000016 0.086075000000000013 0.12450000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 -4 -5 8 -8 9 10 -7 12 15 -14 -6 -10
right_child=1 2 4 5 14 6 7 -9 11 -11 -12 -13 13 -15 -16 -17
leaf_value=0.0012507294224032173 -0.0015514026138744189 -0.0018210119779068768 -0.00061716485303936626 -0.0014440804308709463 0.0021745807211499615 -0.0012603213270817892 -0.00021346282623339551 0.0022108583944024361 -0.00045236750801112222 0.0017745707302809289 0.00083344655519181229 0.00079593704251285937 -0.00045585751796638755 -0.0024268549910056872 0.00028552828488265616 0.0011029645327806639
leaf_weight=0.0010044901941228526 0.0010914069036440646 0.0010637552033870836 0.0011449863969152929 0.0013701159479593264 0.0013770605322163112 0.0018334984574032154 0.0013537400395007273 0.0013267824931855188 0.0018764640273767298 0.0018587959048199628 0.001565376863510437 0.0013178801033963961 0.0018688737036589098 0.0019152460545279748 0.0011854453641149121 0.0010764331121109194
leaf_count=106 146 401 148 104 156 212 69 201 79 277 58 83 661 340 42 38
internal_value=0 -9.29281e-05 -2.10136e-05 -0.00016777 0.000708393 -6.6484e-05 5.15336e-05 0.000986507 -0.000136726 0.000436015 -0.000296021 -0.000510571 -0.000766147 -0.00145343 0.00130068 0.000114605
internal_weight=0 0.0232259 0.0221345 0.018427 0.00370749 0.0173632 0.0159931 0.00268052 0.0133126 0.00525767 0.00339888 0.0080549 0.00673702 0.00378412 0.00256251 0.0029529
internal_count=3121 3015 2869 2523 346 2122 2018 270 1748 547 270 1201 1118 1001 198 117
is_linear=0
shrinkage=0.00345121


Tree=1136
num_leaves=18
num_cat=0
split_feature=41 124 123 4 43 3 2 3 1 15 3 43 0 2 48 13 0
split_gain=0.000122696 0.000147533 0.00016991 0.000206027 0.000332561 0.0002484 0.000189893 0.000695427 0.00035906 0.000245941 0.000582112 0.000450486 0.000193244 0.000262954 0.000225307 0.000138605 0.000110458
threshold=0.078475000000000017 0.08919500000000001 1.0000000180025095e-35 -0.49405499999999997 -0.27207999999999993 -0.10519499999999998 0.11215000000000001 0.10542000000000001 0.11323000000000001 0.088235000000000022 -0.077774999999999983 -0.074359999999999996 -0.17169499999999996 -1.0000000180025095e-35 0.086035000000000014 -0.080759999999999985 -0.060129999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -5 16 7 9 -8 10 -7 -12 14 -14 -13 -11 -6
right_child=-2 -3 -4 4 5 6 8 -9 -10 15 11 12 13 -15 -16 -17 -18
leaf_value=-0.0016966714734311832 -0.0011591738211746961 0.0015565615771445879 0.0012725912040375664 -0.0022828862389390769 0.00032460599899503025 -0.0029026589802417326 -0.0026026941997200287 0.0025054617221974169 0.00018310026772873955 -0.00025020231151576738 0.0023370804500261375 0.0016514163529917616 -0.00010482692678581132 -0.0029113597699661664 -0.001029558273221639 0.0017687877409128608 0.0019452955091963534
leaf_weight=0.0013481906704351189 0.0015594686159587914 0.00103706328916675 0.0015623756339314667 0.0010473620590039081 0.0013031693186924542 0.0015704073058787592 0.0013614108047627074 0.0017825674228926234 0.0018656636074729782 0.0010559916934365088 0.0010766995720332684 0.0010213518072816896 0.0011624826485698847 0.0011103767898125588 0.0011158456286466389 0.0012790648938700855 0.0015860831334881748
leaf_count=134 148 52 225 109 74 974 187 80 143 173 80 37 27 179 34 368 97
internal_value=0 3.75281e-05 -3.66086e-05 -0.000140509 -2.61051e-05 0.000110593 -0.000110828 0.00014368 -0.000992147 -0.000304567 -0.000688483 -5.4747e-05 -0.000638703 -0.00147592 0.000251661 0.000855732 0.0012143
internal_weight=0 0.0222861 0.021249 0.0196867 0.0183385 0.0172911 0.0144019 0.0111748 0.00322707 0.00939222 0.00705716 0.00548676 0.00441006 0.00227286 0.0021372 0.00233506 0.00288925
internal_count=3121 2973 2921 2696 2562 2453 2282 1952 330 1872 1331 357 277 206 71 541 171
is_linear=0
shrinkage=0.00412451


Tree=1137
num_leaves=20
num_cat=0
split_feature=1 3 15 13 132 147 15 42 15 16 16 0 2 4 3 15 47 3 43
split_gain=0.000121094 0.000242927 0.000267207 0.000344117 0.000234936 0.000163018 0.00020559 0.000350038 0.000263855 0.000318195 0.000285217 0.000254817 0.000283237 0.000219253 0.000172306 0.000125374 0.000111281 0.000107711 9.09426e-05
threshold=0.077565000000000009 0.097915000000000016 0.083935000000000023 0.10820000000000002 0.081240000000000021 0.088520000000000015 0.035560000000000008 0.085465000000000013 -0.016799999999999995 -0.056919999999999991 0.029300000000000003 -0.20211999999999997 0.099515000000000006 0.063160000000000008 0.076840000000000006 -0.095869999999999983 0.09055500000000001 -0.084074999999999997 -0.083134999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 18 5 6 8 -8 9 11 -11 15 13 -13 -10 -2 -12 -4 -1
right_child=4 -3 17 -5 -6 -7 7 -9 14 10 16 12 -14 -15 -16 -17 -18 -19 -20
leaf_value=-0.0017484845276547335 -0.0016589567069802333 0.001117618792317073 -0.00083154483863003676 0.00030212028229585831 0.0022831621279223342 0.0018048655123251943 -0.0033009691345138909 0.00045544169128459934 0.0002332287317183701 -0.0027924356009680052 0.0008932277680558145 0.0017218166688394651 0.0028812281377335971 -0.0010824046843429243 0.0028272540837728953 0.00040827861049307209 -0.0012303546487408765 0.00113058888496285 -0.0034963778374536201
leaf_weight=0.0011788859601985493 0.0012962275928423139 0.0015092737751558616 0.0010314327166036086 0.0012069279618494022 0.0010337736372072462 0.0010089500904566515 0.0010268400804682729 0.0010308359145116963 0.0010137671707939324 0.0014788404326704363 0.0010242205929540393 0.0011007002691041379 0.001335914943000116 0.0012179733660688807 0.0011150761133151832 0.0011464653364896566 0.0010226366365198025 0.0013260387477855851 0.0012957635344401919
leaf_count=295 46 26 339 71 145 95 158 181 153 146 78 72 144 99 64 30 74 365 540
internal_value=0 -0.000516511 -0.000924911 -0.00169142 0.000184263 3.78381e-05 -9.12645e-05 -0.00141912 0.000141235 -0.000179703 -0.00126866 0.000449976 0.00121106 0.000248791 0.00159196 -0.00068871 -0.000167742 0.000272123 -0.00266371
internal_weight=0 0.00754832 0.00603905 0.00368158 0.0158522 0.0148184 0.0138095 0.00205768 0.0117518 0.00962298 0.0035257 0.00609728 0.00365459 0.00231867 0.00212884 0.00244269 0.00204686 0.00235747 0.00247465
internal_count=3121 1636 1610 906 1485 1340 1245 339 906 689 298 391 315 171 217 76 152 704 835
is_linear=0
shrinkage=0.00455379


Tree=1138
num_leaves=31
num_cat=0
split_feature=14 3 1365 33 10 1429 484 1213 480 403 1374 123 156 158 130 4 51 13 0 4 2 15 3 4 42 42 0 16 484 2
split_gain=0.000784286 0.000819457 0.000656286 0.000547014 0.000841275 0.000497577 0.000538944 0.000656682 0.000499646 0.000513506 0.000545714 0.000582011 0.000633497 0.000742403 0.00081096 0.000886847 0.000794664 0.000569015 0.000553082 0.000524391 0.000574768 0.00085092 0.000695286 0.000529698 0.000743728 0.00048528 0.000337888 0.000325568 0.000308711 0.000323774
threshold=0.076175000000000007 0.30112000000000005 1.0000000180025095e-35 -0.0066799999999999993 -1.0000000180025095e-35 -1.0000000180025095e-35 0.085515000000000022 -1.0000000180025095e-35 1.0000000180025095e-35 -1.0000000180025095e-35 -0.094929999999999987 0.092645000000000019 0.080810000000000007 0.087355000000000016 -1.0000000180025095e-35 -0.076779999999999987 0.14431500000000003 -0.0044799999999999987 -0.077809999999999976 -0.49013999999999996 0.10613000000000002 -0.03241999999999999 0.097915000000000016 -0.077679999999999985 0.088200000000000014 0.092145000000000019 -0.10607499999999999 -0.36241499999999999 0.088135000000000005 0.10672500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -5 -6 7 -7 9 -9 -11 12 13 14 15 -12 17 19 26 -16 22 -22 23 -21 -25 -26 27 -19 -8 -30
right_child=-2 -3 -4 4 5 6 28 8 -10 10 11 -13 -14 -15 16 -17 -18 18 -20 20 21 -23 -24 24 25 -27 -28 -29 29 -31
leaf_value=-0.00097976330536882314 -0.00094234508451833648 0.00090106124761494112 -0.0010513791592582113 0.0009993827770345457 -0.00087512049925398956 -0.0009427753959949794 0.0010873536977827909 -0.00080647266488404531 -0.00085910134561700141 -0.00071753975674132043 -0.0012490413664140178 -0.00087130319649556822 -0.00074871009472866608 -0.00076458048895321185 -0.00067873814931693351 0.00027861464393913498 -0.00078199929685080155 -8.7109131904886623e-06 0.00090966264301833768 0.00093836895819645228 0.00052128830701035113 -0.0011902764544936652 0.0013461558042306555 -0.00082443481415680683 0.00086293557846768934 -0.00019379655203455998 -0.00035934283384199222 0.00075429051200860632 -0.00028167820750196998 0.00076112855979162378
leaf_weight=0.001040621695089782 0.0016856355061243269 0.0017301871205037669 0.0011398031423386348 0.0014950594523894791 0.001220839113537541 0.0014358698257574956 0.0011325663715560088 0.0013086591432087671 0.0012181030332722989 0.0015735888578092263 0.0013243048994624473 0.001084243027548836 0.0014000071478681422 0.0014258681547485432 0.001207591000593298 0.001433696704767228 0.0011286580093710077 0.0016221082650407226 0.0052174507039826137 0.0015192878500229637 0.0010267631883102979 0.0010793730930700463 0.0012728112002378111 0.0013324259843159525 0.0017020273621177751 0.0014647680710568878 0.001128267595157384 0.0026982793267649186 0.0011215707590972457 0.0010390625393679187
leaf_count=32 101 130 62 113 151 458 55 401 214 23 60 60 164 123 10 39 36 47 112 39 52 21 14 171 54 85 55 49 140 50
internal_value=0 -7.04486e-06 -4.37604e-05 -1.61883e-05 8.50115e-06 -2.93694e-05 -2.12405e-06 -5.16393e-05 -1.30616e-05 1.91937e-05 5.44568e-05 9.62488e-05 0.000133737 0.00018021 0.000233758 -0.000454917 0.000318552 0.000376948 0.000596454 0.000156178 0.000263467 -0.000355871 0.000442366 0.00025123 1.91977e-05 0.000374155 0.000296536 0.000467818 0.00051817 0.000219814
internal_weight=0 0.0445239 0.0427937 0.0416539 0.0406133 0.0391182 0.0378974 0.0346042 0.0331683 0.0319502 0.0306415 0.0290679 0.0279837 0.0265837 0.0251578 0.002758 0.0223998 0.0212712 0.0106661 0.010605 0.00939746 0.00210614 0.00729132 0.00601851 0.00449922 0.0031668 0.00544866 0.00432039 0.0032932 0.00216063
internal_count=3121 3020 2890 2828 2796 2683 2532 2287 1829 1615 1214 1191 1131 967 844 99 745 709 263 446 436 73 363 349 310 139 151 96 245 190
is_linear=0
shrinkage=0.00134594


Tree=1139
num_leaves=31
num_cat=0
split_feature=14 3 453 16 1213 150 1456 33 1374 457 10 11 150 123 123 480 12 13 42 147 156 0 4 3 160 3 0 16 48 16
split_gain=0.00116738 0.00101575 0.00086095 0.000883379 0.000982672 0.000815834 0.000921032 0.000779808 0.000842165 0.000743695 0.000756735 0.00101947 0.000594009 0.000591099 0.000647493 0.000659866 0.000581001 0.000668876 0.000637264 0.000678611 0.000598669 0.000598537 0.000563296 0.000760121 0.000687409 0.000632577 0.001221 0.000571718 0.000606077 0.000652005
threshold=0.076175000000000007 0.30112000000000005 0.091330000000000008 -0.54165499999999989 -0.082704999999999987 -0.099594999999999975 -1.0000000180025095e-35 -0.0066799999999999993 -0.094929999999999987 0.10259500000000001 -1.0000000180025095e-35 0.089270000000000002 0.096430000000000002 0.092645000000000019 0.083855000000000013 1.0000000180025095e-35 -0.040564999999999997 0.41383500000000001 0.10194000000000002 0.087210000000000024 0.091335000000000013 -0.082009999999999986 -0.51843499999999987 0.14121000000000003 -0.091944999999999985 -0.14989499999999997 0.12500000000000003 -0.015314999999999997 0.085875000000000021 -0.083134999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -5 -6 -7 -8 -9 10 -10 12 13 14 15 16 -12 18 19 20 22 -20 -18 24 -24 -26 27 28 29 -27
right_child=-2 -3 -4 4 5 6 7 8 9 -11 11 -13 -14 -15 -16 -17 17 -19 21 -21 -22 -23 23 -25 25 26 -28 -29 -30 -31
leaf_value=0.0009490611305002912 -0.001002393285076647 0.00094025659215438129 -0.0011639366055392029 -0.0013196141488531839 0.00082312679566210638 -0.0010055680421656699 -0.0009897543416067234 -0.00076103147877224116 0.00089877243396670192 0.0010066184969432213 -0.00055228905920825123 -0.0010194019923438838 -0.00075849838143419296 -0.00081280760896653532 0.0010337574643534833 -0.00088315311619089243 -0.0004352050207487452 0.0011666549682190061 3.2695995112058223e-05 -0.00086760196125831043 -0.00044784798560770799 -0.001242410923771487 -0.00074150851322893178 0.001050934281304544 0.0012656844283667086 0.00049788136912347109 -0.0010771313526169884 0.00069754256166629518 -0.0006326227755905009 -0.00034178998877095682
leaf_weight=0.0015931436031415549 0.0021431091036596675 0.0018924075063262427 0.0011679788117859849 0.0010378893959113169 0.0019109736452165285 0.0017151988560575307 0.001401776635294282 0.0023380677977513633 0.0016390904455909619 0.0013762672041934812 0.0022242436473458574 0.0016884090182358582 0.0015974091867434472 0.0012908599547576385 0.0012378377933890397 0.0012388070668538633 0.0017837655807468695 0.0010792532368668608 0.0015006181545142994 0.0010520011873680337 0.0021725658715967535 0.0011189471096906259 0.0011451006922351672 0.0023124905758322703 0.0011366576916600262 0.0065903526333030774 0.0011281370645974667 0.0052716694573509736 0.0014352843018845549 0.0021308500694749988
leaf_count=61 101 130 30 288 38 242 32 49 104 31 74 75 92 57 61 218 23 6 44 43 126 144 148 21 30 266 9 256 60 262
internal_value=0 -9.77763e-06 -4.34985e-05 -1.84035e-05 -4.88916e-05 -2.22567e-05 -5.61918e-05 -2.0708e-05 9.82527e-06 5.25842e-05 2.03824e-05 -1.64069e-05 2.88163e-05 6.38981e-05 9.66455e-05 6.18326e-05 9.83221e-05 0.000146789 0.000108542 0.00017068 0.000214185 -0.000511966 0.0002769 0.000336956 0.000249311 0.000313437 0.000248062 0.000344962 0.000161957 0.000292725
internal_weight=0 0.0552081 0.0533156 0.0521477 0.0505545 0.0495166 0.0476057 0.0458905 0.0444887 0.0421506 0.0407744 0.0391353 0.0374469 0.0358494 0.0345586 0.0333207 0.0320819 0.0298577 0.0287784 0.0261589 0.0251069 0.00261957 0.0229343 0.0211505 0.0188381 0.017693 0.0165563 0.0154282 0.0101565 0.0087212
internal_count=3121 3020 2890 2860 2799 2511 2473 2231 2199 2150 2119 2015 1940 1848 1791 1730 1512 1438 1432 1244 1201 188 1075 1052 1031 883 853 844 588 528
is_linear=0
shrinkage=0.00131955


Tree=1140
num_leaves=31
num_cat=0
split_feature=14 3 457 1213 1365 480 48 147 1456 1374 11 1213 39 128 124 402 16 3 133 13 51 52 133 15 474 1 1 1 15 403
split_gain=0.000753883 0.000716919 0.000582543 0.000490533 0.000516971 0.000511952 0.000509981 0.000566184 0.000618087 0.000545398 0.000518453 0.000512395 0.000449335 0.00042704 0.000490857 0.000405762 0.000532923 0.000749555 0.000628108 0.000719985 0.000504409 0.000607495 0.000662833 0.000532429 0.000619931 0.000442059 0.00106309 0.000243121 0.000315053 0.000170731
threshold=0.076175000000000007 0.30112000000000005 -0.15747999999999998 -0.080769999999999995 1.0000000180025095e-35 1.0000000180025095e-35 -0.09386499999999999 1.0000000180025095e-35 -1.0000000180025095e-35 -0.094929999999999987 0.089270000000000002 0.04198000000000001 -1.0000000180025095e-35 0.086950000000000013 -0.043384999999999993 0.073745000000000019 0.071345000000000006 0.10893000000000001 0.039215000000000007 0.15641500000000003 0.078435000000000019 0.090245000000000006 0.089980000000000018 0.088235000000000022 0.082665000000000002 0.094825000000000007 0.11103500000000001 0.10557500000000002 -0.094549999999999981 0.03138500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 5 6 -5 8 -8 -10 11 12 -11 14 -14 16 20 18 19 -18 21 23 -23 24 25 -16 -27 28 -22 -25
right_child=-2 -3 3 4 -6 -7 7 -9 9 10 -12 -13 13 -15 15 -17 17 -19 -20 -21 27 22 -24 29 -26 26 -28 -29 -30 -31
leaf_value=0.0011960433875430846 -0.0011805216052170968 0.0011104076571122304 -0.0011153239373286694 -0.0010259284311429 -0.0011945101398915332 -0.00095469238424348267 -0.0011131716244900593 0.0010916124474709115 -0.00091127255034418166 -0.00074161614321621152 -0.00075283369604625065 -0.00081747125764049255 0.0012683029258538773 -0.00074882057542251961 -0.0004255891203972373 0.0010985942323759597 -0.00031621558942328308 -0.0012948588162677557 -0.0010190388041597623 0.001035890391323066 0.0011566435893587276 -0.0014545921544320971 0.00036132594301401899 0.00065905107101850717 0.0012155899398344151 0.0013848570361119764 -0.00053939143696601585 0.0015475561861673151 -2.0198700325538699e-05 0.0015505484687176074
leaf_weight=0.0010052108102414073 0.001498345822304791 0.0015190715757902309 0.0011698584340402709 0.0011848197687527309 0.0010114055635437316 0.0014709579367895289 0.0012350206086297879 0.0013980055214712897 0.0014576660347707096 0.0012599907042272198 0.0017455580951164498 0.0013551038713694999 0.0013459333208214455 0.0010810675571089048 0.0035788235383575895 0.0014277345416595635 0.002092467228860694 0.0013298163532056151 0.0011069120553104383 0.0021487952571987989 0.0013385859874972539 0.001130853200322691 0.0010375188191025231 0.0012924022214271256 0.001274987148461193 0.0015436304620095598 0.0015478515652773694 0.0010938515241036839 0.0011286952480085146 0.0010465149855747313
leaf_count=28 101 130 319 32 62 236 222 105 48 29 87 247 151 115 206 107 161 21 86 16 19 112 105 96 89 30 45 25 83 8
internal_value=0 3.67184e-06 -3.74939e-05 -6.86216e-05 -3.69522e-05 -5.85929e-06 3.27143e-05 6.85538e-05 2.59868e-05 6.94564e-05 0.00011571 0.0001677 0.000215711 0.000261149 0.000304025 0.000250215 0.000196836 -0.000192523 8.15716e-05 0.000368816 0.000359205 0.000203488 -0.000585715 0.000369887 0.00016734 -3.30268e-05 0.000421419 0.00090372 0.000618279 0.00105794
internal_weight=0 0.0423591 0.04084 0.0398348 0.038665 0.0376536 0.0361826 0.0349978 0.0335998 0.0323648 0.0309071 0.0291615 0.0278064 0.0265464 0.0254654 0.0241194 0.0226917 0.00667799 0.00534817 0.00424126 0.0160137 0.0124526 0.00216837 0.0102842 0.00794529 0.00667031 0.00309148 0.00356113 0.00246728 0.00233892
internal_count=3121 3020 2890 2862 2543 2481 2245 2213 2108 1886 1838 1751 1504 1475 1360 1209 1102 284 263 177 818 691 217 474 370 281 75 127 102 104
is_linear=0
shrinkage=0.0016407


Tree=1141
num_leaves=31
num_cat=0
split_feature=31 39 42 151 16 150 1456 33 133 52 159 50 403 1374 448 13 13 403 3 42 43 16 13 1374 52 43 16 51 133 52
split_gain=0.00143608 0.00123198 0.000965493 0.00081982 0.00101386 0.000845804 0.000736921 0.000692592 0.000628544 0.000636281 0.000649001 0.000727967 0.0013412 0.00064988 0.000686878 0.000683208 0.00107097 0.000941678 0.000787688 0.000497365 0.000469602 0.00111299 0.000990703 0.000659806 0.000653124 0.000507765 0.000730333 0.000677426 0.000598964 0.000676827
threshold=-1.0000000180025095e-35 0.16946000000000003 -0.26584999999999998 -0.5145249999999999 -0.53943499999999989 -0.22665999999999997 -1.0000000180025095e-35 -0.0066799999999999993 -0.25159999999999993 -0.52017999999999986 -0.032739999999999991 0.10114000000000002 0.10301500000000001 0.087855000000000016 -0.083114999999999981 -0.53104499999999988 -0.47860499999999995 -1.0000000180025095e-35 -0.097604999999999983 0.09832500000000001 -0.14968999999999996 0.15891500000000003 0.23074000000000003 -0.094929999999999987 -0.11183499999999999 -0.08756499999999999 -0.013324999999999998 0.084745000000000015 0.083950000000000011 0.024145000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 -5 -6 -7 -8 -9 -10 -11 12 13 14 -12 -16 -17 18 -18 20 22 23 -19 -22 -23 26 -25 28 29 -27
right_child=1 -3 3 4 5 6 7 8 9 10 11 -13 -14 -15 15 16 17 19 -20 -21 21 24 -24 25 -26 27 -28 -29 -30 -31
leaf_value=0.001428657037610481 -0.0014286056810723783 0.0014287607870701795 -0.0013466407660724928 0.00099925291678419062 0.00093882311254076553 -0.0010366646357942591 -0.0011421642102653156 -0.00084506850544449109 -0.001063429109283687 -0.0006793304407548107 -0.00099629639108153676 0.00086069044676299888 -0.0013862336597212303 -0.0010693293169782981 -0.00081195882285765028 0.0014286427788569968 0.00018480301987441202 0.0012002298360928329 -0.0014117032028980417 0.00076593531027007692 -0.00067512815446134052 -2.8481126458272424e-06 -0.00028490611117069182 -0.0011101493578779906 -0.0014285625731332919 0.0002309425454170423 0.00046612805996618296 0.0010807993410375395 0.00085522429787116537 -0.00080122609317785361
leaf_weight=0.0013228816058474804 0.0011065602357938067 0.0010854433801057431 0.0010224301819619077 0.0017958119772405459 0.0015678140263730702 0.0017515405787131835 0.0012478692288446771 0.0020036629357442761 0.00117390355544189 0.0026614454880915508 0.0011480539690573712 0.0021342967715305408 0.0013657429844267091 0.0010160717410077061 0.0015071786473015427 0.0013262796985156191 0.0011231040789674296 0.0022400661067649699 0.00143736213324308 0.0027889897503525765 0.001703514138895911 0.001151405468540645 0.00155072288998781 0.0012430701341177297 0.0015220511571492059 0.0080654940677735709 0.0011585689088402509 0.0022430338487708932 0.0024578138761715005 0.0015442227103008585
leaf_count=86 18 21 50 86 24 273 29 179 194 295 37 142 144 49 20 32 79 28 525 93 38 59 36 44 31 202 75 58 88 86
internal_value=0 -7.75957e-05 -0.000108412 -8.02923e-05 -5.48696e-05 -9.33976e-05 -0.000127421 -9.26589e-05 -6.32723e-05 -2.64686e-05 2.94278e-06 4.98308e-05 2.53682e-06 5.63791e-05 8.98129e-05 0.000127526 0.000172398 0.000117282 -0.000711423 0.00019397 0.000129854 4.6658e-05 0.000592696 0.00017168 -0.000814535 0.000257997 -0.000349741 0.000359989 0.000226009 6.50794e-05
internal_weight=0 0.0541435 0.0530581 0.0519515 0.0509291 0.0491333 0.0475655 0.0458139 0.0445661 0.0425624 0.0413885 0.038727 0.0365927 0.035227 0.0342109 0.0330629 0.0315557 0.0302294 0.00256047 0.027669 0.02488 0.0210892 0.00379079 0.0184157 0.00267346 0.0167122 0.00240164 0.0143106 0.0120675 0.00960972
internal_count=3121 3035 3014 2996 2946 2860 2836 2563 2534 2355 2161 1866 1724 1580 1531 1494 1474 1442 604 838 745 681 64 591 90 553 119 434 376 288
is_linear=0
shrinkage=0.00142833


Tree=1142
num_leaves=31
num_cat=0
split_feature=39 42 151 16 41 150 1456 52 38 39 480 43 4 13 160 1429 1213 403 42 475 457 457 12 1 160 51 9 16 4 457
split_gain=0.00130058 0.00110379 0.000911347 0.000919424 0.000713332 0.000611048 0.000825482 0.000569881 0.000574515 0.000862744 0.000775154 0.000640197 0.00137531 0.00118701 0.000817887 0.00058537 0.00104877 0.000614156 0.000694183 0.000970878 0.000479847 0.00082861 0.000546251 0.000995024 0.000835878 0.000649926 0.000491559 0.000594775 0.000414691 0.00035722
threshold=0.16946000000000003 -0.11051499999999999 -0.5145249999999999 -0.53943499999999989 0.078475000000000017 -0.22665999999999997 -1.0000000180025095e-35 -0.53299999999999992 1.0000000180025095e-35 0.085060000000000011 0.084710000000000021 -0.51144999999999985 -0.51843499999999987 -0.28558999999999996 -0.098904999999999979 0.084690000000000015 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.091214999999999977 -1.0000000180025095e-35 -0.0029299999999999994 -0.09139499999999999 0.092355000000000007 0.11634000000000001 0.099315000000000014 0.093135000000000009 0.081890000000000004 0.15891500000000003 0.24564500000000003 0.10259500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 5 -5 -7 -8 9 10 11 -9 -13 -14 -15 16 -16 -18 -19 -20 21 -21 24 -24 26 -26 27 29 -6 -22
right_child=-2 2 3 4 28 6 7 8 -10 -11 -12 12 13 14 15 -17 17 18 19 20 22 -23 23 -25 25 -27 -28 -29 -30 -31
leaf_value=-0.00096642970459431333 0.0014288247082267947 -0.0013341392896434295 0.0010092345491368787 0.00092324365431175053 -0.0013660297429795049 -0.0010788907583990166 -0.0010240283316390599 0.00096104367140188544 -0.00085257154056703958 0.00097907211435146026 -0.0011378393901680241 -0.0013308065555169084 0.00086729340500764655 -0.0011327320987087016 -0.0014283781598427592 0.0008658941734546702 -0.0010328513567225833 0.0010546337452854637 -0.0010912195168838244 0.00042260513130298996 0.00079726828897393458 -0.0013637751156414951 -0.001013385429539139 0.00054045601968127227 -0.0011940979645568498 0.00032718238703066216 -0.00034864796666781188 -0.00040207852510225079 -0.00015500093665365047 -6.9812512830333119e-05
leaf_weight=0.0025921268277742096 0.0012284180772041955 0.0010365372549756549 0.0018410164441373658 0.0014792571355712872 0.0012190134277805234 0.00142587782840664 0.0010248750055945601 0.0015820213437791599 0.0013722792255883567 0.0020944090198846679 0.0011124123750423367 0.0014465204120526097 0.0035825164593070715 0.0012560602847466731 0.0010173181690809044 0.0016680713462919874 0.0010170697163776046 0.0014590161477912025 0.0014517751604641296 0.0010022770609570131 0.0082649965031400645 0.0011235722933324857 0.0018756618044601927 0.0015238114519604551 0.0011995796584258764 0.0010967345882590962 0.0013157365574443256 0.0011284881886695084 0.0010950609804467604 0.0010981171361663664
leaf_count=179 23 48 92 22 72 253 173 16 41 204 196 19 115 192 369 80 342 33 99 20 186 46 137 23 46 10 14 20 33 18
internal_value=0 -5.86579e-05 -9.44108e-06 1.99152e-05 -2.06201e-05 2.13155e-05 -1.11155e-05 2.72222e-05 5.50703e-05 8.84483e-05 3.54887e-05 7.37546e-05 3.05998e-05 9.39605e-05 -6.79041e-06 4.71018e-05 -8.47713e-06 5.28423e-05 0.000101832 3.58882e-05 0.00011925 -0.000521548 0.000197078 -0.000316877 0.00032096 -0.000467525 0.000474306 0.000577511 -0.000792949 0.000695576
internal_weight=0 0.0504022 0.0478101 0.0467735 0.0449325 0.0426185 0.0411392 0.0397133 0.0386884 0.0373162 0.0352218 0.0341093 0.0325273 0.0310808 0.0274983 0.0262422 0.0245742 0.0235568 0.0225398 0.0210808 0.019629 0.00212585 0.0175031 0.00339947 0.0141037 0.00229631 0.0118073 0.0104916 0.00231407 0.00936311
internal_count=3121 3098 2919 2871 2779 2674 2652 2399 2226 2185 1981 1785 1769 1750 1635 1443 1363 994 652 619 520 66 454 160 294 56 238 224 105 204
is_linear=0
shrinkage=0.00142833


Tree=1143
num_leaves=31
num_cat=0
split_feature=39 42 14 376 33 2 1455 16 13 12 12 1213 123 1365 1213 12 1374 1374 1375 160 16 43 474 51 1 43 43 47 4 15
split_gain=0.00126775 0.000985081 0.000764539 0.000795185 0.000651547 0.000760762 0.00097698 0.000592258 0.000589626 0.000615701 0.000562016 0.000518678 0.00050179 0.00049747 0.000494924 0.000491559 0.000492194 0.000509341 0.000564941 0.000608011 0.000537024 0.00113887 0.00071194 0.000837877 0.000637398 0.000638871 0.000657351 0.00052242 0.000511895 0.00045763
threshold=0.16946000000000003 -0.26584999999999998 0.076175000000000007 0.048375000000000008 -0.0066799999999999993 -0.0091949999999999983 1.0000000180025095e-35 -0.037154999999999994 -0.14179999999999995 -0.042789999999999988 0.091085000000000013 0.039620000000000009 0.080750000000000016 1.0000000180025095e-35 -0.080769999999999995 0.11650500000000001 0.093235000000000012 -0.094929999999999987 -1.0000000180025095e-35 -0.10151499999999998 0.066275000000000014 -0.45785999999999999 0.084660000000000027 -0.031924999999999995 0.077565000000000009 -0.088249999999999981 -0.083134999999999987 0.090920000000000015 -0.46376499999999993 0.035560000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 7 8 -6 9 -7 -11 13 -5 14 -10 16 17 -16 -19 -20 22 -22 23 -21 25 -25 -27 -26 -23 -28
right_child=-2 2 -4 12 5 6 -8 -9 11 10 -12 -13 -14 -15 15 -17 -18 18 19 20 21 28 -24 24 27 26 29 -29 -30 -31
leaf_value=-0.001293910127634489 0.0012942014163947106 -0.00093491123862508472 -0.00088789608530623679 -6.4436975507913706e-06 0.0012940985341775226 -0.00048579005743453 -0.0012937429020280914 1.3687292736564406e-05 -0.00085240512264568092 0.0011089839091677595 0.00020606010202033786 -0.00093536195046960418 0.0011448003546468165 -0.00091316933687323788 -0.00066023276726918413 -0.00085178293335157174 -0.0008384040689046751 0.00087858523987569047 -0.00060398469112088698 -0.00097301631091714635 0.00093782997733543377 -0.0012496757695567391 0.00099562379904600488 -0.00081435103256894304 0.00073514121830295799 0.00094776273513506957 -0.00087166960513963647 4.463565764703627e-05 -0.00025512493978247945 0.00015640371810805653
leaf_weight=0.0010597238623724073 0.0011845620388122305 0.0013308408286718523 0.0016900287424412843 0.0010522666751686663 0.0012771719905950718 0.0012016469829703169 0.0010431156359673724 0.0011480781690007538 0.0011825906241682551 0.0018550399412147192 0.0030516357790730808 0.0011802836005574404 0.001592702330297513 0.0011097635190111524 0.0015258744681929661 0.0010899399820694091 0.0010444733228069927 0.0015034232265449523 0.0021003558686158988 0.0010452316978022411 0.0011136101924194008 0.0011944912017973763 0.0018454180300917491 0.0015014724401858333 0.0048651036242448598 0.0012777226781803793 0.0010085772588370786 0.002943009171197275 0.0031506549487163573 0.0025739379759679437
leaf_count=18 23 25 100 17 61 43 216 36 301 84 42 259 137 56 47 79 29 50 228 50 8 119 97 110 278 20 99 60 226 203
internal_value=0 -6.00322e-05 -3.30712e-05 -2.20754e-06 -4.34721e-05 -1.57744e-05 -5.80132e-05 0.00068797 -2.52675e-05 0.000344167 0.000547424 -9.31238e-05 0.000686793 -6.2132e-05 -3.16323e-05 9.57673e-07 3.33497e-05 6.62814e-05 0.000108718 6.1705e-05 0.000123794 -0.000229386 0.000236799 0.000144761 0.000227214 -7.67593e-05 0.000151105 0.000474878 -0.000528529 -0.000133027
internal_weight=0 0.0495582 0.0484985 0.0468084 0.0441635 0.0428326 0.0404074 0.00242525 0.0393643 0.00610832 0.00490668 0.0332559 0.00264497 0.0320757 0.0309659 0.0297833 0.0286934 0.0276489 0.026123 0.0246196 0.0225192 0.00545876 0.0170605 0.0152151 0.0141698 0.00636171 0.00486024 0.00780811 0.00434515 0.00358252
internal_count=3121 3098 3080 2980 2826 2801 2704 97 2488 169 126 2319 154 2060 2004 1703 1624 1595 1548 1498 1270 353 917 820 770 432 322 338 345 302
is_linear=0
shrinkage=0.00129368


Tree=1144
num_leaves=31
num_cat=0
split_feature=39 31 457 42 1213 151 156 1375 16 48 33 133 1 38 14 124 483 155 47 1 159 12 3 52 12 3 4 0 403 4
split_gain=0.00163969 0.00128136 0.00117258 0.00103183 0.00107045 0.00108459 0.00102643 0.000999849 0.00115965 0.000982733 0.000937592 0.000984705 0.000893865 0.000963937 0.000969804 0.000866725 0.000915584 0.000851251 0.000862919 0.00142395 0.00127295 0.000825401 0.000808532 0.000761553 0.000733584 0.000983525 0.000936846 0.00133517 0.000563814 0.000837125
threshold=0.16946000000000003 -1.0000000180025095e-35 -0.15747999999999998 -0.26584999999999998 -0.082704999999999987 -0.5145249999999999 -1.0000000180025095e-35 0.081540000000000015 -0.5335399999999999 -0.09386499999999999 -0.0066799999999999993 -0.25159999999999993 0.14000500000000002 1.0000000180025095e-35 0.076175000000000007 -0.043384999999999993 0.096190000000000012 0.088740000000000013 0.13148500000000005 0.11230000000000001 0.091530000000000014 0.10832500000000002 0.10299500000000002 0.11277500000000001 0.092355000000000007 -0.088084999999999983 -0.49013999999999996 -0.060129999999999996 0.092070000000000013 -0.0047449999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 -5 -6 -7 8 -8 -10 -11 -12 13 14 15 -13 17 18 19 20 21 22 24 -23 26 -26 -17 28 29 -28
right_child=-2 2 3 4 5 6 7 -9 9 10 11 12 -14 -15 -16 16 -18 -19 -20 -21 -22 23 -24 -25 25 -27 27 -29 -30 -31
leaf_value=0.001268552358517479 0.0012688562660558135 0.00093688055860213369 -0.0012685872532006584 -0.0012683895470630045 -0.0011750020532285085 -0.0012683866066540161 0.00091137701824303078 -0.0010168984427667276 -0.001203388419410921 -0.0010293705288139713 -0.00079660690243319571 0.00084411265323738893 0.0011832083447896136 -0.00084123836509446075 -0.00096674676505119383 -0.00062562703410879025 -0.0010342191777995627 -0.0010117019777415861 -0.00093091819330416476 0.00083149941162551056 -0.00077743591234065608 -0.0012687212313077741 0.000795526853205595 0.00018079839009694232 0.00012905630485485808 -0.0012684370234661039 -0.00038898523734272263 0.0011705743029966698 0.00079067722786677552 0.00030762072173843615
leaf_weight=0.0011292966769946835 0.0015073404160190753 0.0017211474103362425 0.0012427558794350082 0.0012353847077108951 0.0014056861732356643 0.0010845517149862252 0.0021893669389463277 0.001577849651533291 0.0011255101126721448 0.0013955620618588674 0.0022344605580242307 0.0024501316491507543 0.0011231738258645754 0.001920975092488674 0.0013841495912991766 0.00186771353000379 0.0011791877825038091 0.0010743022013224293 0.0011841804522418889 0.0045530592900853142 0.0026013694418487434 0.0012120582975612129 0.0033653523967132051 0.001123491615665273 0.0020904464179736237 0.0013226624280338042 0.0042175245926858512 0.0025299699105972235 0.0020301701311868916 0.0081135716789313434
leaf_count=84 23 37 18 293 50 162 92 127 21 29 170 115 77 44 58 22 107 126 25 126 159 54 35 26 68 224 510 30 34 175
internal_value=0 -7.00319e-05 -9.4995e-05 -0.000125181 -0.000100508 -7.49073e-05 -4.6766e-05 -2.21697e-05 7.84717e-06 -3.16378e-05 -4.70861e-06 2.53469e-05 6.58516e-05 3.74713e-05 7.73768e-05 0.000112699 6.611e-05 0.000100909 0.000133917 0.000169916 7.10712e-05 0.000150262 0.000216266 -0.000571445 0.000128344 -0.000412506 0.00022675 0.000320999 0.000171333 6.93651e-05
internal_weight=0 0.0616851 0.0605558 0.0588346 0.0575919 0.0563565 0.0549508 0.0538662 0.0522884 0.050099 0.0489735 0.047578 0.0453435 0.0442203 0.0422993 0.0409152 0.0384651 0.0372859 0.0362116 0.0350274 0.0304743 0.027873 0.0255374 0.00233555 0.0221721 0.00341311 0.0187589 0.0168912 0.0143613 0.0123311
internal_count=3121 3098 3014 2977 2959 2666 2616 2454 2327 2235 2214 2185 2015 1938 1894 1836 1721 1614 1488 1463 1337 1178 1098 80 1063 292 771 749 719 685
is_linear=0
shrinkage=0.00126831


Tree=1145
num_leaves=20
num_cat=0
split_feature=1213 1374 457 11 484 4 3 16 48 151 15 16 15 42 133 52 1 43 51
split_gain=0.000238698 0.000175243 0.000284296 0.000307196 0.000218422 0.00020607 0.000238323 0.000224714 0.000293046 0.000203124 0.000187331 0.000371109 0.000233152 0.00037169 0.00022443 0.000226379 0.000160811 0.000160316 0.000134309
threshold=-1.0000000180025095e-35 -0.094929999999999987 0.092360000000000012 0.089270000000000002 -0.0068949999999999992 0.27044500000000005 0.11924500000000002 -0.36241499999999999 0.016865000000000002 -0.016164999999999995 -0.016799999999999995 -0.056919999999999991 0.090615000000000015 -0.091214999999999977 0.085195000000000007 -0.0064899999999999992 0.077565000000000009 -0.0030899999999999994 0.095050000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 -3 7 -7 16 10 -10 11 -9 13 -12 15 -15 -6 -17 -11
right_child=1 2 -4 -5 5 6 -8 8 9 18 12 -13 -14 14 -16 17 -18 -19 -20
leaf_value=-0.0025735587964158821 -0.0021308558515932743 -0.0019204413285959638 0.0026305959185776574 -0.0027481463942043973 -4.9852739656576882e-05 0.0034873789893321403 -5.8369844877628602e-05 0.00072180054539778562 0.0032012869693710724 -0.00053344190257059211 0.0037516061247533363 -0.0026654410636748191 -0.001382095481118758 -0.0011899028529710725 -0.0015710781331386438 0.0032453131639382294 -0.0030511511768454547 0.00067178845468147312 0.0020874697935118012
leaf_weight=0.0010273815815774459 0.0010040296753572866 0.0013573702563617332 0.0012409931581345282 0.001095628519851565 0.0010050958622034234 0.0011638408424035065 0.0010061495269519938 0.0017254488399744972 0.0014345902479497852 0.0012507418368952203 0.0010397537610364891 0.0019744459861313285 0.0017165869701241121 0.0010612000094010155 0.0013989977497379513 0.0011424218780744502 0.0010280239380904277 0.0017364899908507607 0.0010029338467321125
leaf_count=491 55 456 89 103 51 191 87 111 134 155 68 258 292 109 155 95 35 113 73
internal_value=0 5.18331e-05 0.000145563 6.27048e-06 0.000149675 0.000292406 0.00184334 0.000100275 0.000319258 0.00163191 -9.11944e-05 -0.0010858 0.000363373 0.000833088 0.000264728 0.000916559 -0.00156743 0.00169303 0.00063292
internal_weight=0 0.0243847 0.0233807 0.0221397 0.0210441 0.0196867 0.00216999 0.0175167 0.0154836 0.00368827 0.0117953 0.00369989 0.00809545 0.00637886 0.00533911 0.00394011 0.00203312 0.00287891 0.00225368
internal_count=3121 2630 2575 2486 2383 1927 278 1649 1563 362 1201 369 832 540 472 317 86 208 228
is_linear=0
shrinkage=0.00533549


Tree=1146
num_leaves=19
num_cat=0
split_feature=1213 1447 453 4 11 158 156 49 15 15 13 47 52 133 42 43 52 4
split_gain=0.000198322 0.000130042 0.000188055 0.000212944 0.000146978 0.000142863 0.000199227 0.000191238 0.000174541 0.000236136 0.000201166 0.000177462 0.000156494 0.000146277 0.000353416 0.000388456 0.000309372 0.000152438
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 1.0000000180025095e-35 0.27287000000000006 0.08740500000000001 1.0000000180025095e-35 0.080810000000000007 0.11136000000000001 -0.095869999999999983 -0.090344999999999995 -0.42195999999999995 0.09550500000000002 0.11434500000000002 0.091410000000000005 -1.0000000180025095e-35 -0.074359999999999996 -0.054584999999999995 -0.077679999999999985
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 5 -5 6 7 8 11 -10 -11 -3 13 14 -12 -16 -17 -18
right_child=1 2 -4 4 -6 -7 -8 -9 9 10 12 -13 -14 -15 15 16 17 -19
leaf_value=-0.0015646807659746268 -0.0011489374885090481 -0.001487572443279607 -0.0013331011918643683 0.0017559283375672228 4.2437106405998217e-05 -0.0012258743268841949 -0.00099702027976028649 0.0016446255490890906 0.001917143985100882 0.0015710863294741151 -0.001059748946423157 0.00028662170102852763 -0.0010838832947152478 -0.00086561095834400761 0.0021316950023457541 -0.0013470911728260689 0.0017019408589630748 3.7366648659059965e-05
leaf_weight=0.0010046653077102055 0.0011027982158613994 0.0015088229044271035 0.0010975214876651753 0.0016214036942865375 0.0010047521900844458 0.0010580247403859091 0.001827750015592349 0.0011020382558035715 0.0010329625024336703 0.0011258699711049714 0.0016505984367645183 0.0013010480818875791 0.0014138078879759588 0.0013992642799269817 0.0018214809880696681 0.0011751858449802173 0.0012750556369400786 0.0014651493541342452
leaf_count=491 255 103 78 275 42 218 347 107 90 17 258 65 215 200 153 83 49 75
internal_value=0 3.17727e-05 8.86802e-05 0.000160315 0.00110036 3.14489e-05 0.000104949 0.000228733 0.000125869 0.000305915 0.000158971 -0.000666071 3.11113e-06 0.000178011 0.000375684 0.000788684 0.000163901 0.000811916
internal_weight=0 0.0239835 0.0228807 0.0217832 0.00262616 0.0191571 0.018099 0.0162713 0.0151692 0.0123594 0.0113264 0.00280987 0.0102005 0.00878673 0.00738747 0.00573687 0.00391539 0.0027402
internal_count=3121 2630 2375 2297 317 1980 1762 1415 1308 1140 1050 168 1033 818 618 360 207 124
is_linear=0
shrinkage=0.00352023


Tree=1147
num_leaves=31
num_cat=0
split_feature=39 31 42 151 16 1213 156 43 14 457 48 1375 1 47 150 33 1456 38 3 403 156 12 1 403 1 131 16 2 1375 12
split_gain=0.0017793 0.00141893 0.00126634 0.00112472 0.00118985 0.00104328 0.000990128 0.000890793 0.000878109 0.000859273 0.00107601 0.000950934 0.0010479 0.0010163 0.0012468 0.000927007 0.000979517 0.000807487 0.000788128 0.00139006 0.00138183 0.000768338 0.000765026 0.00104089 0.00095681 0.00106578 0.00112936 0.00101753 0.00107816 0.000851596
threshold=0.16946000000000003 -1.0000000180025095e-35 -0.26584999999999998 -0.5145249999999999 -0.53943499999999989 -0.082704999999999987 -1.0000000180025095e-35 0.50194500000000009 0.076175000000000007 -0.23069499999999998 -0.09386499999999999 0.081540000000000015 0.14000500000000002 0.13148500000000005 -0.093459999999999988 -0.0066799999999999993 -1.0000000180025095e-35 1.0000000180025095e-35 0.13524500000000003 -0.092474999999999988 0.11896500000000002 0.10673000000000001 1.0000000180025095e-35 0.10301500000000001 0.083835000000000007 0.10033500000000002 0.071345000000000006 0.089885000000000007 -1.0000000180025095e-35 0.095330000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 -5 -6 -7 8 9 -8 -11 12 13 14 -12 -16 -17 18 19 -18 22 -20 23 29 -24 26 27 28 -26 -21
right_child=-2 2 3 4 5 6 7 -9 -10 10 11 -13 -14 -15 15 16 17 -19 21 20 -22 -23 24 -25 25 -27 -28 -29 -30 -31
leaf_value=0.0014006561599894118 0.001401051946326779 -0.0014006560550647829 -0.0013007729513664426 0.0009977025095653225 -0.0014003821034190985 -0.0014003813276651355 0.0011910015946992477 -0.0012932761159449582 -0.00095640101006203102 -0.0013209884738615784 0.0012110169408675762 -0.0010632410683203183 0.0013295232129850018 -0.00092386835814651483 -0.0011225721084367822 -0.00097705650846860556 -0.001388247128818174 -0.00080885028101886211 0.0011535335881559892 0.00017925081049281993 -0.0013998500466754259 -1.1461549886277096e-05 0.0013050962280582853 -0.0014005214298239883 -0.0014004771894252223 0.0013303107269207199 -0.00097578992577367703 0.00065049619992243513 0.00013242854835083417 -0.00095789560368802606
leaf_weight=0.0013015137883272123 0.0017076637128070607 0.0013850362687044529 0.0013723375020333597 0.0021771863095239033 0.0011112445779466453 0.001016750735265414 0.0012619990325930521 0.0010354382060633318 0.0017584983130909384 0.0011448397166304849 0.001876699594014041 0.0014584816646605594 0.0012900606142425266 0.0020111200779524543 0.001292641241569469 0.0016525839270462575 0.0012029610574497687 0.0017522421441071847 0.0028680089791635046 0.011592524366488277 0.0011022811849308303 0.0018110863020410761 0.0019447722938252801 0.0010440115926018132 0.0010572631161949175 0.0016807159679999009 0.0015549302775781362 0.0072284355098251041 0.0060378778466834149 0.0014532727488170147
leaf_count=84 23 18 50 86 293 162 27 61 68 28 34 122 79 35 28 189 321 43 57 512 79 6 26 48 19 37 77 152 210 147
internal_value=0 -4.68571e-05 -7.62136e-05 -4.69988e-05 -1.89842e-05 -5.6349e-05 -3.06555e-05 -6.27091e-06 1.7493e-05 4.90215e-05 2.18586e-05 5.1473e-05 8.36965e-05 5.10057e-05 9.25857e-05 4.6226e-05 8.05765e-05 0.000121867 0.000162057 9.16007e-05 0.000142909 0.000702612 0.00019353 -5.50948e-05 0.000373138 0.000269919 0.000157678 0.000280725 -9.59932e-05 5.25752e-05
internal_weight=0 0.0654768 0.0641753 0.0627903 0.0614179 0.0592407 0.0581295 0.0571127 0.0560773 0.0543188 0.0530568 0.051912 0.0504535 0.0491634 0.0471523 0.0452756 0.043983 0.0423304 0.0405781 0.035899 0.0346961 0.0046791 0.0335938 0.0140898 0.019504 0.0175592 0.0158785 0.0143236 0.00709514 0.0130458
internal_count=3121 3098 3014 2996 2946 2860 2567 2405 2344 2276 2249 2221 2099 2020 1985 1951 1923 1734 1691 1628 1307 63 1228 707 521 495 458 381 229 659
is_linear=0
shrinkage=0.00140032


Tree=1148
num_leaves=20
num_cat=0
split_feature=1213 11 0 48 43 4 1 15 15 151 403 13 39 48 2 16 47 12 41
split_gain=0.000168261 0.000123108 0.00019966 0.000264079 0.000295029 0.000258107 0.000203717 0.000357388 0.00057315 0.000509468 0.000200837 0.000225063 0.000183784 0.000247612 0.000219469 0.000312301 0.000225001 0.000151976 4.20838e-05
threshold=-1.0000000180025095e-35 0.080455000000000013 -0.019414999999999998 -0.086869999999999989 -0.27207999999999993 -0.49405499999999997 0.094385000000000011 -1.0000000180025095e-35 -0.09095499999999998 -0.0064299999999999991 0.03138500000000001 -0.074044999999999986 0.084405000000000008 0.12649500000000002 0.113445 0.033715000000000009 0.096300000000000011 0.051320000000000005 0.075585000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 -5 -4 7 8 9 -6 11 -9 13 14 15 16 -8 -7 -3
right_child=1 18 5 4 6 17 12 10 -10 -11 -12 -13 -14 -15 -16 -17 -18 -19 -20
leaf_value=-0.0017227638330451088 -0.0020826480338870038 -0.00035233881069713919 -0.00035091239489469013 -0.0021018528838293773 0.0014230198799895172 0.0029130730348268705 0.0018638978440389789 0.00099089488973290582 -0.0036770484854185591 -0.0021595261302921045 0.0019558219220259607 -0.0015294566298502275 0.0021688682936130063 -0.0013137873920680443 0.0024120735988941676 -0.0016752609973487943 -0.00053105770154748908 0.000880759547944314 -0.0015677825340497777
leaf_weight=0.0010030978222523293 0.0010848810762906771 0.00100981756634999 0.0016908392998509214 0.0010473561803223648 0.0016025334983336137 0.0011392455387530002 0.001962244797116596 0.0015157155432410363 0.0011394961101227341 0.0012509865180875233 0.0013384331476657962 0.0010696097243961845 0.0012503385591475791 0.0012040647085456158 0.0011649296973268441 0.0010187826532392918 0.0010744364034103171 0.0015203068390361452 0.0010069275991817506
leaf_count=491 61 128 85 85 79 126 120 200 524 227 57 354 192 45 113 91 44 46 53
internal_value=0 3.57697e-05 0.000126671 -7.1555e-05 5.9571e-05 0.000934259 0.000204764 -0.000268715 -0.00115479 -0.000147572 0.000632998 -5.18337e-05 0.00069317 0.000405967 0.000802623 0.000340309 0.00101652 0.00175132 -0.00095919
internal_weight=0 0.0240909 0.0220742 0.0177238 0.0166389 0.00435039 0.0155916 0.00791677 0.00399302 0.00285352 0.00392376 0.00258533 0.0076748 0.00642446 0.00522039 0.00405546 0.00303668 0.00265955 0.00201675
internal_count=3121 2630 2449 2192 2131 257 2046 1441 830 306 611 554 605 413 368 255 164 172 181
is_linear=0
shrinkage=0.004207


Tree=1149
num_leaves=31
num_cat=0
split_feature=31 151 39 16 42 150 1213 156 15 33 158 1373 474 42 480 47 128 39 483 12 3 456 403 43 4 160 1374 52 13 457
split_gain=0.00174986 0.00158224 0.00146722 0.00142518 0.00127314 0.00106992 0.000970413 0.000994257 0.00113967 0.00105935 0.00092946 0.000999714 0.000925301 0.000823082 0.00106156 0.000861279 0.00113186 0.000885993 0.000700768 0.000670422 0.00142561 0.000940584 0.000871399 0.00109807 0.00124103 0.00096747 0.000793635 0.000930084 0.000627971 0.000623766
threshold=-1.0000000180025095e-35 -0.5145249999999999 0.16946000000000003 -0.53943499999999989 -0.26584999999999998 -0.22665999999999997 -0.082704999999999987 -1.0000000180025095e-35 -0.47006499999999996 -0.0066799999999999993 0.094245000000000009 0.099250000000000019 -1.0000000180025095e-35 0.10256000000000001 0.084710000000000021 0.10980000000000002 0.089290000000000022 -1.0000000180025095e-35 0.086230000000000015 -0.095379999999999979 0.149315 0.087015000000000023 -0.088999999999999982 -0.15323999999999996 -0.49405499999999997 -0.098904999999999979 -0.094929999999999987 -0.23798499999999997 -0.47860499999999995 0.094310000000000019
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 -5 -6 -7 -8 -9 -10 11 12 -11 14 15 16 17 28 19 -19 21 22 -21 -24 -25 -26 -27 -28 -14 -29
right_child=1 2 -4 4 5 6 7 8 9 10 -12 -13 13 -15 -16 -17 -18 18 -20 20 -22 -23 23 24 25 26 27 29 -30 -31
leaf_value=0.0013732891472218421 -0.0013193170941585574 0.00096828075558443624 0.0013734497046355213 -0.0013731980115732779 0.00093654297276652776 -0.0013729214771338078 -0.0013729349807199351 0.0013729792770961486 -0.0011958313733027694 -0.0012855614367063991 -0.0011511369727662136 -0.0013632478367954571 0.0001082958245333735 -0.00050341938715915734 -0.0011706516589065239 0.00075307160448923722 -0.0012665202571335234 -0.00062338835732547119 -0.0009658170366981635 -0.00081757141044365607 0.0012858336095341754 -0.0010138430113634956 0.00097835676875709238 -0.0010410350775507168 -0.0010537972295051835 -0.00044390149994926104 -0.00081055676829373195 0.00036503021479442082 -0.0012156585839811554 0.0012293690183001942
leaf_weight=0.0016339872323420926 0.0018423343053513 0.0024520004310986101 0.0013757043698774387 0.0014428516297595442 0.0019334391810730258 0.0011096258025284902 0.0010955964355687789 0.0010377306367264074 0.0015564530737890428 0.0010246534687528 0.0014023883082097113 0.0010234734951382043 0.0011802429935556802 0.0049104299126576647 0.0012323303158945356 0.0037288664670747087 0.0011701638058729804 0.0018322409933055886 0.001021455320763919 0.0015057423080442325 0.0022504530598865804 0.0012449228116331304 0.0034800925680826813 0.0015317299234567155 0.0010596273590781627 0.0025232533728427589 0.00119328140280616 0.019341120805278528 0.0015780092480781596 0.001713022424951304
leaf_count=86 50 86 21 18 24 293 162 65 24 91 145 20 13 248 147 67 115 52 113 201 54 74 61 49 108 24 80 577 33 20
internal_value=0 -6.39526e-05 -2.99163e-05 -5.89153e-05 -9.81942e-05 -6.88446e-05 -0.000100844 -7.71752e-05 -5.29254e-05 -7.86576e-05 -4.75779e-05 -1.92048e-05 6.49686e-06 3.17157e-05 8.6936e-05 0.000120369 6.50202e-05 0.000102606 0.000156189 0.000186609 0.000228015 0.000157149 0.000202215 0.000252002 0.00015962 0.000230818 0.000285771 0.000368528 -0.000649145 0.000435355
internal_weight=0 0.0697932 0.0679509 0.0665752 0.0641232 0.0626803 0.0607469 0.0596373 0.0585417 0.057504 0.0559475 0.0545451 0.0535216 0.052497 0.0475866 0.0463542 0.0426254 0.0414552 0.0386969 0.0376755 0.0358432 0.0335928 0.0323479 0.0308421 0.027362 0.0258303 0.0247707 0.0222474 0.00275825 0.0210541
internal_count=3121 3035 2985 2964 2878 2860 2836 2543 2381 2316 2292 2147 2127 2036 1788 1641 1574 1459 1413 1300 1248 1194 1120 919 858 809 701 677 46 597
is_linear=0
shrinkage=0.00137286


Tree=1150
num_leaves=31
num_cat=0
split_feature=39 42 151 16 150 123 2 13 13 131 483 42 42 15 43 33 4 4 12 159 16 4 14 0 42 12 52 43 47 133
split_gain=0.00143644 0.0011013 0.000886691 0.000895588 0.000748524 0.000807148 0.000675007 0.000622694 0.00144116 0.000639969 0.000704333 0.000626464 0.000690464 0.000592566 0.000742092 0.000672984 0.000755461 0.000940366 0.000834573 0.000670685 0.00063697 0.00130215 0.000925274 0.00048791 0.000482894 0.0005559 0.0005034 0.00061214 0.000446719 0.000506736
threshold=0.16946000000000003 -0.26584999999999998 -0.5145249999999999 -0.53943499999999989 -0.22665999999999997 1.0000000180025095e-35 0.093680000000000013 -0.53104499999999988 -0.23438999999999996 0.10033500000000002 0.09549500000000001 0.092145000000000019 0.091295000000000015 0.090615000000000015 0.062770000000000006 -0.0066799999999999993 0.0061450000000000003 -0.0016099999999999997 0.09334000000000002 0.091530000000000014 -0.094359999999999986 0.24564500000000003 -0.46885499999999997 -0.11756999999999999 0.086665000000000006 0.088305000000000008 -0.088614999999999985 -1.0000000180025095e-35 0.078345000000000012 0.091580000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 -5 7 -7 -6 -9 10 11 12 13 15 -15 -10 17 18 19 24 21 -18 -22 -23 25 26 -17 -28 29 -13
right_child=-2 2 3 4 5 6 -8 8 9 -11 -12 28 -14 14 -16 16 20 -19 -20 -21 22 23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=-0.0014863444188722139 0.0014866059475180341 -0.0013719849988002534 0.0010347659024908488 0.00094860164240879552 -0.0011295968232990644 -0.00040300737572454169 0.00097334478757066419 0.00076343411375595226 -0.0012472976553671239 0.00062659935148534022 -0.0014785650026118567 -0.00011414522575554272 0.00099818332664905582 -0.0012897379327875499 0.00025268651058416594 -0.00086410674150347625 -0.0014862193457697089 -0.0014652443255155244 -0.0013136163012118975 -0.0011127097110082145 -0.00070198361107739354 -0.00016517235051986357 0.00085418789336725546 0.001110692475247903 -0.00066620560695477649 0.00096702552343645026 -0.00052324908864996946 0.00062272164392831726 -0.0014861796856037723 -0.0012761387032156212
leaf_weight=0.0012104240709724925 0.0013161126701781703 0.001097978434195567 0.0017098932207471043 0.0015688730952376764 0.0014011956544663908 0.0011208838317346972 0.0026405955247534862 0.0036853800370515435 0.0010789750423327851 0.0019020915531013918 0.0010147613769535537 0.0028221850863401335 0.0011422445749644785 0.0021182164365134417 0.0010207561175583635 0.0010979980934449083 0.0011993178381608516 0.0013315163809091259 0.0012087285654482924 0.0010850266033264342 0.0010248666854133504 0.0015687355696059058 0.0047742288942544953 0.0011449893194015459 0.0014427177647862166 0.0019052698285708658 0.0015192100832179837 0.0031922406708275591 0.0012094288341799597 0.0011733148736259302
leaf_count=18 23 50 93 24 12 103 142 118 21 192 142 158 42 190 44 107 71 104 146 90 15 41 134 41 196 139 299 93 54 219
internal_value=0 -8.60034e-05 -5.15532e-05 -2.1414e-05 -6.03406e-05 -9.56537e-05 0.000563205 -0.000156006 -0.000121611 -0.000212273 -0.0002591 -0.000221669 -0.000133243 -0.000181623 -0.00078816 -0.00010086 -4.58701e-05 -0.000283247 -0.000145807 -7.99195e-06 0.000266555 -0.000196734 0.000579168 0.000373147 0.000122901 0.000270471 4.20289e-05 0.000253203 -0.000694895 -0.000455375
internal_weight=0 0.050412 0.0492016 0.0481036 0.0463937 0.0448249 0.00376148 0.0410634 0.0396622 0.0359768 0.0340747 0.03306 0.027855 0.0267128 0.00313897 0.0235738 0.0224948 0.0127827 0.0114512 0.0102425 0.00971214 0.00391304 0.0057991 0.00271372 0.00915744 0.00771472 0.00580945 0.00471145 0.00520493 0.0039955
internal_count=3121 3098 3080 3030 2937 2913 245 2668 2656 2538 2346 2204 1773 1731 234 1497 1476 1174 1070 924 302 153 149 82 834 638 499 392 431 377
is_linear=0
shrinkage=0.00148603


Tree=1151
num_leaves=31
num_cat=0
split_feature=39 42 401 31 156 33 9 1456 457 1374 151 16 41 130 43 4 38 39 13 13 151 1429 475 403 15 42 43 159 2 160
split_gain=0.0014648 0.00119195 0.00115182 0.00103818 0.000984343 0.000949344 0.00128484 0.00124716 0.00106977 0.000984064 0.000978506 0.000942993 0.000890825 0.00097838 0.00172877 0.00122673 0.000984798 0.00101678 0.0010528 0.000853619 0.000747859 0.000745962 0.00106791 0.00100655 0.00060645 0.000828517 0.000699601 0.000693609 0.000953384 0.00168926
threshold=0.16946000000000003 -0.11466499999999999 0.10076500000000001 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.0066799999999999993 0.088235000000000022 -1.0000000180025095e-35 -0.15747999999999998 0.089935000000000015 -0.5145249999999999 -0.48836499999999994 0.078475000000000017 -0.0015749999999999998 -0.17390999999999998 -0.51843499999999987 1.0000000180025095e-35 0.088895000000000016 -0.28558999999999996 -0.0065549999999999992 -0.0096649999999999982 0.084545000000000009 -1.0000000180025095e-35 -1.0000000180025095e-35 0.090615000000000015 0.088200000000000014 -0.09002499999999998 -1.0000000180025095e-35 0.089775000000000008 0.083670000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 -5 -6 7 -7 -9 10 -10 20 13 19 -15 -16 17 18 -17 -13 -12 22 -20 -24 26 -26 -25 -28 29 -29
right_child=-2 2 -4 4 5 6 -8 8 9 -11 11 12 -14 14 15 16 -18 -19 21 -21 -22 -23 23 24 25 -27 27 28 -30 -31
leaf_value=-0.00082341501349760926 0.0012687952376227085 0.0012685125307989379 -0.001227586471967915 -0.0012683574960783033 -0.0010171663013126514 -0.0009743761608207146 0.0010958676344888863 0.0010386082121428594 -0.0011536513945775723 -0.00099312242409858257 -0.00012463900554565379 0.00038390892744171953 -0.0009562947487926556 0.00087082210412897632 -0.0011802567551501891 0.00064065213692241266 -0.0010689573994513051 0.0012684190337712798 -0.0010177280697839422 -0.00087937570677508003 0.00083592904171147858 0.0007175488508575728 -0.0012209426913876061 -0.00088496100000688108 -0.0010155249981009175 0.00034465672278901634 -0.00072733642949162757 0.00024187851884108447 0.00053223411136323463 -0.0012569511348110018
leaf_weight=0.0031503630698725962 0.0013575515725250389 0.0010217357448274447 0.0012531371026756047 0.0010004058806432061 0.0014393286362377458 0.0020680302178068813 0.0017498191810689781 0.0016378221026656084 0.0011025127281811811 0.0015643623932639619 0.0019220147394545251 0.0011740272033748944 0.001544342056249092 0.0040729161367814007 0.0013682837647443899 0.0041196466032218373 0.0012265165794858026 0.001134325704561511 0.0019184820148649964 0.0032211796286958352 0.0040536224829583597 0.0018898465801289168 0.001087528721877006 0.0010506194132737781 0.0018749398186201907 0.00116984766754058 0.0012502651265275935 0.0053270285110809381 0.0087510440697355918 0.001564956191351552
leaf_count=169 23 82 157 155 29 234 48 34 47 45 56 100 63 44 24 79 24 55 156 102 108 87 433 64 76 111 89 170 217 40
internal_value=0 -6.22029e-05 -2.38693e-05 7.35722e-07 -2.07516e-05 3.01796e-07 2.56194e-05 -7.76627e-06 2.9234e-05 -2.32224e-06 2.81746e-05 5.43802e-05 -1.01752e-05 2.44476e-05 9.02928e-05 -3.94725e-06 4.57831e-05 8.96917e-05 4.51292e-05 -0.000541933 0.00052697 -4.9651e-05 -0.000110076 -3.11991e-05 3.04474e-05 -0.000492925 0.000119255 0.000181709 0.000254364 -9.84593e-05
internal_weight=0 0.065709 0.0625586 0.0613054 0.0602837 0.0592833 0.057844 0.0560942 0.0540261 0.0523883 0.0508239 0.0497214 0.0437458 0.0422015 0.0378062 0.0337333 0.032365 0.0311385 0.0300042 0.00439521 0.00597564 0.0258846 0.0239947 0.0220762 0.0209887 0.00304479 0.0179439 0.0168933 0.015643 0.00689198
internal_count=3121 3098 2929 2772 2690 2535 2506 2458 2224 2190 2145 2098 1934 1871 1669 1625 1601 1577 1522 202 164 1443 1356 1200 767 187 580 516 427 210
is_linear=0
shrinkage=0.00126831


Tree=1152
num_leaves=21
num_cat=0
split_feature=3 50 48 48 4 150 2 51 159 40 4 3 47 16 43 4 2 0 3 0
split_gain=0.000219443 0.000206548 0.000323872 0.000291372 0.000234647 0.000260315 0.000222658 0.000212207 0.000148246 0.000192348 0.000375041 0.000337024 0.000245848 0.000225349 0.000572851 0.000320528 0.000280927 0.000169131 0.000271436 8.86716e-05
threshold=0.30112000000000005 0.10647500000000001 0.12879500000000002 0.092475000000000016 0.27834500000000006 -0.050224999999999992 0.10402500000000002 0.08955500000000001 0.091530000000000014 -1.0000000180025095e-35 -0.0019149999999999998 0.10542000000000001 0.09550500000000002 -0.083134999999999987 -0.12152999999999999 0.042705000000000007 0.092365000000000017 -0.084269999999999984 -0.059315 -0.055064999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 -1 -5 8 9 10 -7 12 13 16 -15 19 17 18 -11 -16
right_child=-2 -3 -4 6 -6 7 -8 -9 -10 11 -12 -13 -14 14 15 -17 -18 -19 -20 -21
leaf_value=0.0017462733849992586 0.0018105070410541668 -0.0016946721121138819 -0.0021371102674672916 0.00037973885867346774 0.0012956573465570946 0.00046918078996685016 0.0026845181117792247 -0.0020239552769992014 -0.0016627081832621938 -0.0013025684600165262 -0.0028866634310665798 0.0019825157101482278 0.0012757227872657634 0.0010609627534153949 -0.0034438646208729416 -7.8442150311940973e-05 -0.0015372703706171892 0.0020313223173681126 0.0016355060614351041 -0.0018795308408314534
leaf_weight=0.0010227862196612305 0.001013396874871563 0.0012745533088453489 0.001128801800284406 0.0017447299157433696 0.001805101207779102 0.0010749761961696969 0.0011287756378202118 0.001159585313552979 0.0010996020585836699 0.0010508101312913798 0.001103503240304172 0.0013459363447054793 0.0016547723590099048 0.0015285650436336323 0.0013080968115392845 0.0010767898524400854 0.0010754343851393511 0.0012279986595031779 0.0010067208944626316 0.0010829949239674723
leaf_count=56 132 322 52 145 219 77 64 152 201 270 73 32 78 119 721 69 80 107 21 131
internal_value=0 -0.000109068 -2.35295e-05 8.25199e-05 -9.35755e-05 -0.000234311 0.00128511 -0.000354919 -0.000231143 -0.000122854 -0.00123071 7.24381e-05 -0.000161016 -0.00041509 -0.00100134 -0.00191036 0.000256589 0.000843763 0.00013499 -0.00273533
internal_weight=0 0.0249005 0.023626 0.0224972 0.0196237 0.0178186 0.00287351 0.0167958 0.0156362 0.0145366 0.00217848 0.0123581 0.0110122 0.00935741 0.00499645 0.00346788 0.00436096 0.00328553 0.00205753 0.00239109
internal_count=3121 2989 2667 2615 2406 2187 209 2131 1979 1778 150 1628 1596 1518 1040 921 478 398 291 852
is_linear=0
shrinkage=0.00404364


Tree=1153
num_leaves=31
num_cat=0
split_feature=39 31 47 44 3 14 33 50 9 15 3 457 457 158 41 1429 42 43 4 0 403 2 160 16 0 2 4 16 16 0
split_gain=0.00114526 0.00112004 0.000925729 0.000828822 0.00114833 0.000859616 0.000871236 0.000831669 0.000790329 0.000850094 0.000623316 0.000598095 0.000648192 0.000552839 0.000496249 0.000565715 0.000476217 0.000519786 0.00133415 0.000695274 0.000649348 0.000667069 0.000975943 0.000525643 0.000680684 0.00137996 0.000565431 0.000545677 0.000608899 0.000528885
threshold=0.16946000000000003 -1.0000000180025095e-35 0.13148500000000005 0.084760000000000016 0.31299000000000005 0.076175000000000007 -0.0066799999999999993 0.10647500000000001 0.088235000000000022 -0.15914499999999995 0.11924500000000002 -0.15747999999999998 -0.065884999999999985 0.084765000000000021 0.079300000000000009 0.084545000000000009 -0.11051499999999999 -0.51144999999999985 -0.51843499999999987 0.15398500000000004 -1.0000000180025095e-35 0.11215000000000001 -0.087694999999999981 -0.15012499999999998 -0.084269999999999984 0.089775000000000008 0.0052350000000000009 -0.27167499999999994 -0.4714549999999999 -0.11991499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 6 -3 8 9 10 -8 -11 -13 14 15 16 -14 -18 -19 20 -20 22 -22 27 25 29 -27 28 -24 -25
right_child=-2 2 -4 -5 -6 -7 7 -9 -10 11 -12 12 13 -15 -16 -17 17 18 19 -21 21 -23 23 24 -26 26 -28 -29 -30 -31
leaf_value=0.001546397730613518 0.0015465242090551142 -0.0013381705472275075 -0.00095978700179775187 -0.0014304052631556453 0.0015461430486660797 -0.0011416322064286347 0.001280801769085874 -0.0010497016752156767 0.0012006305933603509 0.0011164615998658942 -0.0001560864597795289 -0.0010520537994529863 -0.00099172051167102995 -0.0009275447433590349 -0.00096861508315483028 0.00095100870558683488 0.00093107740643598783 -0.0015456405772938575 -0.0010630279056254952 0.00096756298228550851 -0.00091471370114565059 -0.00069086101682850026 0.00098060165047582403 -0.00024764720569757262 0.00049583218760364267 -0.00038060134368692814 0.0010108826036368673 0.00152420653805956 -0.0003717218100060428 -0.0015462144566632955
leaf_weight=0.0010195086553066437 0.0010874884389160391 0.0011383557951027959 0.0027649327786036784 0.0010004142791331097 0.0011089558630406051 0.0016499954759741078 0.0021324895107781563 0.0016282180198015075 0.0014436786797160641 0.0010447649641633907 0.0010907433824627333 0.0015372939399780341 0.0010923211528093271 0.0015419940314254079 0.0011643458960008948 0.0016117474753403185 0.0015092480233533925 0.0012723929399136432 0.0012908227814505393 0.0019349345630192962 0.0017904299756708033 0.0024454753197584713 0.0017776697178391032 0.0013285981467561214 0.0057211374854401744 0.0011068707407346778 0.0018898556326547578 0.0014254227298806437 0.0014410049206929898 0.0017205980721230829
leaf_count=84 23 27 61 28 102 99 163 280 32 23 11 123 101 232 51 117 16 21 525 26 160 121 32 17 363 43 36 11 22 171
internal_value=0 -5.7368e-05 -9.10078e-05 -3.86054e-05 -7.55283e-06 -4.69529e-05 -4.02992e-06 3.30646e-05 7.79084e-05 3.51082e-05 0.000794558 -3.55441e-05 -7.13625e-05 -2.4345e-05 2.1284e-05 6.0543e-05 8.81787e-06 4.98207e-05 -3.07343e-06 7.91436e-05 7.84446e-07 6.72924e-05 0.000169154 0.000287402 0.000113574 -0.000248149 0.000496924 0.000727843 0.000375165 -0.000980402
internal_weight=0 0.0496242 0.0486047 0.0458398 0.0448394 0.0437304 0.0420804 0.0409421 0.0393138 0.0378702 0.00322323 0.0346469 0.0336022 0.0320649 0.0305229 0.0293585 0.0277468 0.0266545 0.0251452 0.0238728 0.0219379 0.0206471 0.0182016 0.0164112 0.0117671 0.00604592 0.00299673 0.0046441 0.00321867 0.0030492
internal_count=3121 3098 3014 2953 2925 2823 2724 2697 2417 2385 174 2211 2188 2065 1833 1782 1665 1564 1548 1527 1501 976 855 695 630 267 79 65 54 188
is_linear=0
shrinkage=0.00154607


Tree=1154
num_leaves=19
num_cat=0
split_feature=3 50 48 48 474 156 4 130 51 2 16 0 0 1 39 43 52 2
split_gain=0.000184174 0.000172626 0.000274465 0.000246301 0.000211393 0.000397701 0.000239347 0.000203989 0.000251278 0.00019369 0.000191265 0.000237137 0.000430677 0.000234478 0.000165055 0.000358384 0.000207201 0.000159382
threshold=0.30112000000000005 0.10647500000000001 0.12649500000000002 0.092475000000000016 0.084660000000000027 0.083310000000000009 0.27834500000000006 -0.0015749999999999998 0.08955500000000001 0.10402500000000002 -0.36241499999999999 -0.10607499999999999 -0.077999999999999986 0.08844500000000001 0.097050000000000011 -0.15582499999999996 0.091275000000000009 0.089885000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 7 -1 10 -5 -9 17 13 -13 15 -14 -17 -12
right_child=-2 -3 -4 9 -6 -7 -8 8 -10 -11 11 12 14 -15 -16 16 -18 -19
leaf_value=-0.0017005940288669064 0.0017653347078228705 -0.0016485451340981668 -0.0020960069162301448 0.0003766849629958987 0.0013569458791002494 -0.0027252817092867929 0.0017173585413006681 -0.0012624554264841215 -0.0020109610179133899 0.0026770219592858482 0.00046189593957269963 -0.003014888651329864 0.0031164147293734124 -0.00045483779000675759 -0.00077157552681957477 0.0012400976081778463 -0.00095483117440313999 0.0025202540636983599
leaf_weight=0.0015296945942718807 0.0010063649639164831 0.0012695885735873316 0.0011209365061795032 0.0017597767165158365 0.0016922280787932667 0.0011033951692242519 0.0012805353441185377 0.0016097275429336434 0.001106794086035646 0.001092429648735127 0.0015151168695979279 0.0010489010134835915 0.0011308898188779892 0.0017713394934677495 0.0011809825080568714 0.0018712035548591596 0.0013730705039973756 0.0012761228836879468
leaf_count=226 132 322 56 143 257 234 185 91 132 62 51 598 41 117 20 236 157 61
internal_value=0 -0.000107371 -2.39787e-05 7.99776e-05 -9.23788e-05 -0.000230182 -6.52712e-05 -0.000213367 -4.95105e-05 0.00125774 0.000120393 0.00031972 -4.12425e-05 -0.00140697 0.000651986 0.00103625 0.00031114 0.00140295
internal_weight=0 0.0247327 0.0234631 0.0223422 0.01949 0.0177978 0.0166944 0.0154138 0.0138841 0.00285221 0.0127774 0.0111676 0.00837639 0.00282024 0.00555615 0.00437516 0.00324427 0.00279124
internal_count=3121 2989 2667 2611 2406 2149 1915 1730 1504 205 1372 1281 1169 715 454 434 393 112
is_linear=0
shrinkage=0.00429114


Tree=1155
num_leaves=19
num_cat=0
split_feature=457 457 150 52 484 151 48 41 474 2 130 4 0 2 16 133 4 4
split_gain=0.00015859 0.00022691 0.000203827 0.000242989 0.00022228 0.000254122 0.000261424 0.000249564 0.000240542 0.000233553 0.00027978 0.000322815 0.000360696 0.000175948 0.000171752 0.000181778 0.000182712 0.000164473
threshold=-0.089599999999999985 -0.0029299999999999994 0.083095000000000016 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.030624999999999996 0.11553500000000001 0.079885000000000025 0.079590000000000008 0.11177500000000001 -1.0000000180025095e-35 0.181285 -0.10224499999999999 0.090675000000000019 -0.088394999999999987 0.089980000000000018 -0.083854999999999985 0.053180000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 4 13 -3 -6 7 8 9 10 -7 12 -12 -4 -14 16 -16 -18
right_child=1 2 3 -5 5 6 -8 -9 -10 -11 11 -13 14 -15 15 -17 17 -19
leaf_value=0.001240498342599796 -0.0014520144885340461 -0.0015534755857652513 -0.00084945741459661861 0.0019199917308237958 -0.0013747453277088459 -0.0012312118264317825 0.0016386041171867496 -0.0015961780322238993 0.0014511459076727738 -0.0011149431421973736 -0.0015646579876362151 0.0017302461959917135 -0.00081653250514068321 0.00087573519819533524 0.0016070998157711985 -0.00049933544499462714 -0.00058648841673112164 0.0009503506635936107
leaf_weight=0.0010078681656120461 0.0012047308303018136 0.001106441357571152 0.0011015598232750889 0.0011702241783755332 0.0014178354298781662 0.0014396367145362307 0.0010395379876637625 0.0010258601361723399 0.0012113886584609332 0.001911865847156192 0.0012325963423402949 0.0014350388491918284 0.0011646035250077432 0.0014459860863595964 0.0019522680616842454 0.0013906651187864383 0.001229256872040404 0.0018373605763049028
leaf_count=90 162 401 141 108 102 224 62 90 159 241 85 101 234 97 212 263 320 29
internal_value=0 -7.60153e-05 -4.29062e-06 0.000693263 -0.000138007 -5.23695e-05 5.87687e-05 -4.49737e-05 6.25138e-05 -6.12364e-05 0.000111221 0.00029992 6.68515e-05 0.000129761 0.000332359 0.00054111 0.000829404 0.000334307
internal_weight=0 0.0243169 0.0231121 0.00371777 0.0193944 0.0182879 0.0168701 0.0158305 0.0148047 0.0135933 0.0116814 0.0102418 0.00880675 0.00254755 0.00757415 0.00640955 0.00501889 0.00306662
internal_count=3121 3031 2869 346 2523 2122 2020 1958 1868 1709 1468 1244 1143 238 1058 824 561 349
is_linear=0
shrinkage=0.00325215


Tree=1156
num_leaves=20
num_cat=0
split_feature=457 457 150 52 11 43 49 43 43 133 0 3 13 4 2 13 0 2 2
split_gain=0.000124448 0.000193349 0.000168081 0.000206887 0.000186544 0.000199564 0.0003056 0.000295927 0.000239624 0.000214823 0.000328712 0.000214328 0.000200335 0.000240284 0.000258873 0.000225593 0.000259988 0.000143591 0.000136627
threshold=-0.087749999999999981 -0.0029299999999999994 0.083095000000000016 -1.0000000180025095e-35 0.08776500000000001 -0.074359999999999996 -0.00064499999999999985 -0.0037449999999999996 -0.09225499999999999 1.0000000180025095e-35 -0.019414999999999998 -0.075944999999999985 -0.095304999999999987 -0.076779999999999987 0.11177500000000001 -0.49353499999999995 -0.084269999999999984 0.090675000000000019 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 4 17 5 8 -7 -8 9 10 -3 -10 15 -14 18 -9 -17 -4 -15
right_child=1 2 3 -5 -6 6 7 12 11 -11 -12 -13 13 14 -16 16 -18 -19 -20
leaf_value=0.0015778220077419848 -0.0020034485276198 -0.00067243528198301082 -0.0011214265693699906 0.0026084764439627318 -0.0021107714804835475 -0.0028879504674208995 -0.002480845713531661 -0.00060314322642924416 0.00049871817838332286 -0.0016124396286725088 0.0027524288596285666 0.0032997768557822471 -0.002020586518770399 -0.00040962401040243139 -0.0017215829160631066 0.00012796450693038281 0.0033578473823021428 0.001156617309208328 0.0016891581387672027
leaf_weight=0.0010341963829589842 0.0011416530865622212 0.0015931682159391336 0.0010944192669588571 0.0011314607959795877 0.0010646850093762863 0.0010451434798337553 0.0011389826383127718 0.0013090253751415482 0.0013710390852163523 0.0014087995697772415 0.0010394425920594585 0.001109274595195049 0.0016125147490462207 0.0011253925160907815 0.0011993343807268353 0.0010370837183586445 0.001214520719712728 0.0014360252908600657 0.001825683459615827
leaf_count=106 146 125 141 108 106 66 639 59 339 224 23 134 297 30 105 103 46 97 227
internal_value=0 -0.000100848 -5.39628e-06 0.000924385 -0.000183712 -6.99136e-05 -0.000445155 -0.000201135 0.000592206 -0.000119244 0.000679815 0.00175144 7.73585e-05 -0.000468529 0.000134475 0.000960885 0.00187017 0.000171362 0.000888788
internal_weight=0 0.0238976 0.022756 0.00366191 0.0190941 0.0180294 0.0115077 0.0104625 0.00652172 0.00404141 0.00263261 0.00248031 0.00932355 0.00576293 0.00415041 0.00356063 0.0022516 0.00253044 0.00295108
internal_count=3121 3015 2869 346 2523 2417 1572 1506 845 372 148 473 867 659 362 208 149 238 257
is_linear=0
shrinkage=0.00473777


Tree=1157
num_leaves=18
num_cat=0
split_feature=1 15 133 147 151 1 13 1 15 15 16 16 4 47 1 4 133
split_gain=0.000127378 0.000252932 0.000241416 0.000211051 0.000232322 0.000192366 0.000258312 0.000199058 0.000207386 0.000202417 0.000153047 0.000232643 0.000201822 0.000149058 0.000144706 0.000156832 7.55596e-05
threshold=0.077565000000000009 -1.0000000180025095e-35 0.085075000000000026 0.089025000000000007 0.056735000000000001 0.086560000000000012 -0.094514999999999988 0.111945 -0.089549999999999991 -0.10324499999999999 -0.29154999999999992 -0.084119999999999986 -0.49405499999999997 0.077555000000000013 0.11654500000000001 0.11275500000000001 0.083950000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 -2 13 8 9 -8 -3 -12 -13 -7 -9 -16 -14
right_child=2 10 -4 -5 -6 6 7 14 -10 -11 11 12 16 -15 15 -17 -18
leaf_value=-0.0019853473327111123 0.0014295897317010949 0.0012990742448401209 0.0022051344455406565 0.0019499543135006047 -0.0019265630766018864 0.0022288993283833139 -0.0014693621489034049 0.0016856575681547029 -0.0021013727849200576 0.00057908127665473206 -0.0022153251021178669 -0.0012427849882203478 0.00013713373253102477 0.00011156725448784194 0.00064587192205968762 -0.001458313651965583 0.0016030723897675406
leaf_weight=0.0016195808072099749 0.0017043373066347742 0.0011938042825860862 0.00102553843500952 0.0010125743710731614 0.0011505973461858341 0.0011735357352298257 0.0016289203887946968 0.0010351222276696603 0.001915875633669459 0.0019535789682025876 0.0010433877273570147 0.0014332845972608865 0.0015351345885520895 0.0012800455347203865 0.0016222037193500682 0.0010908477484619095 0.0011196673873152818
leaf_count=783 150 44 274 95 64 115 69 51 377 74 270 35 299 52 83 81 205
internal_value=0 -0.000472239 0.000188503 5.56552e-05 -7.61284e-05 8.27071e-05 -0.000113491 -0.000441934 -0.000961768 -0.000352322 -8.4809e-05 -0.00040676 5.4833e-05 0.00112428 0.000320636 -0.000200167 0.000755396
internal_weight=0 0.00794486 0.0165932 0.0155676 0.0145551 0.0134045 0.0117001 0.00924655 0.00549837 0.0035825 0.00632528 0.00513147 0.00408809 0.00245358 0.00374817 0.00271305 0.0026548
internal_count=3121 1636 1485 1211 1116 1052 902 735 520 143 853 809 539 167 215 164 504
is_linear=0
shrinkage=0.00429114


Tree=1158
num_leaves=17
num_cat=0
split_feature=401 52 43 159 42 40 4 3 159 15 3 2 4 3 52 15
split_gain=0.000119162 0.000133197 0.000271996 0.000242189 0.00023009 0.000419799 0.000321908 0.000247748 0.000209109 0.000284641 0.000239935 0.000130199 0.000227594 0.000327255 0.000293489 9.25365e-05
threshold=0.083100000000000021 0.19022000000000003 0.24789500000000006 -0.22563499999999997 -0.11051499999999999 -0.013874999999999998 -0.49405499999999997 -0.15713499999999997 0.091530000000000014 -0.11713499999999999 -0.10023499999999998 0.10803500000000001 0.076415000000000025 0.090900000000000009 -0.0027449999999999996 -0.10091499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -3 -1 -6 -7 -8 9 -9 -11 12 13 14 -12 -16
right_child=-2 3 -4 -5 5 6 7 8 -10 10 11 -13 -14 -15 15 -17
leaf_value=-0.001616757725340531 -0.0015398020600595013 0.00045721234652896451 -0.002150432331447058 -0.0026640893899192914 0.0024524065288636723 -0.0023177841946283259 0.0024472830776414516 -0.0013176092581236142 -0.0015511326252180596 0.0020986592676143232 -0.0019770527491473617 -0.00072069939047029411 0.0022436519685781349 0.0018877468087849171 0.0014197599725875691 -0.00020216490237622847
leaf_weight=0.0012611600298066397 0.0010307232656713286 0.0010593075254170525 0.0010143404384878032 0.0010041671132277044 0.0018499969091072535 0.0010156145999786715 0.0010657485698302082 0.0018494870622829335 0.0013265398797120418 0.0018729850470933186 0.0016174504967938737 0.0019875687576080816 0.0014068924985624065 0.0017778470888742959 0.0011800097711898135 0.001910449862962545
leaf_count=123 290 175 154 164 263 121 97 176 215 92 404 162 53 50 11 571
internal_value=0 4.25798e-05 0.000150392 -0.00106173 0.000266377 0.000392297 0.000168249 0.000326102 0.000174677 0.000342979 0.00060429 0.000321003 0.00058333 0.000223173 -0.00040542 0.000417124
internal_weight=0 0.0231996 0.0211361 0.00206347 0.0201218 0.0188606 0.0170106 0.015995 0.0149292 0.0136027 0.0117532 0.00988022 0.00789265 0.00648576 0.00470791 0.00309046
internal_count=3121 2831 2492 339 2338 2215 1952 1831 1734 1519 1343 1251 1089 1036 986 582
is_linear=0
shrinkage=0.00455379


Tree=1159
num_leaves=31
num_cat=0
split_feature=39 9 42 151 156 33 4 150 158 9 52 41 1374 14 15 49 14 12 3 403 160 160 403 156 47 49 131 48 52 2
split_gain=0.0014837 0.00114053 0.00107385 0.00100641 0.0010035 0.00081482 0.000855181 0.000992631 0.00106556 0.000914345 0.000950184 0.000894685 0.000785048 0.000723436 0.000674697 0.00108074 0.000767655 0.000781293 0.000792107 0.000635528 0.000687766 0.000575938 0.0010338 0.000877956 0.000552131 0.00044853 0.000434478 0.000507308 0.000668621 0.000578931
threshold=0.16946000000000003 -0.036024999999999995 -0.26584999999999998 -0.5145249999999999 -1.0000000180025095e-35 -0.0066799999999999993 0.27834500000000006 -0.22665999999999997 0.094245000000000009 0.086220000000000005 0.41423000000000004 0.078475000000000017 0.093235000000000012 -0.46885499999999997 -0.095869999999999983 0.10969000000000002 0.077685000000000018 0.10711000000000002 0.149315 0.10301500000000001 -0.098904999999999979 -0.074254999999999988 -1.0000000180025095e-35 1.0000000180025095e-35 0.10783500000000001 -0.026779999999999995 0.10033500000000002 0.094925000000000023 -0.088204999999999992 0.10444500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 -5 -6 7 -7 9 10 11 12 14 -8 15 24 17 18 19 20 -16 -22 -23 26 25 -9 27 28 -24 -30
right_child=-2 2 3 4 5 6 13 8 -10 -11 -12 -13 -14 -15 16 -17 -18 -19 -20 -21 21 22 23 -25 -26 -27 -28 -29 29 -31
leaf_value=0.0012193207271049234 0.0012195306181064915 -0.0012193107664219616 -0.0011323317819983093 -0.0012191254063241498 -0.00097728410018065232 0.00097637018072911511 -0.00032625733468433227 -0.00012498213057195897 -0.0011257168757030339 0.001098533893575767 -0.001219147870042419 -0.0010035785780665905 -0.0010354408463558479 0.00068509701966890937 -0.00070079253284429982 0.0008209043722185868 -0.00086876856323201497 -0.0005261986377841461 0.00091125467101531722 -0.00052028958073393051 0.00081914889418184121 -0.00089924348978753332 -0.00063453238628034792 -0.00080080455892327833 9.1653333341521756e-05 -0.0010224287779956149 0.0010132230945166338 0.00073775383775327415 0.00042424301477970663 -0.00024959321830037484
leaf_weight=0.0010149511746257991 0.0013782484108943996 0.0012125661592543571 0.001267237739064341 0.0010381900570046723 0.0012578297545005048 0.0013750548384621189 0.0013672221801925843 0.0011535971068070694 0.0013900954240764199 0.0010213696957634957 0.001040626161586288 0.0013771881274493572 0.001063286085411618 0.0045460355386746079 0.0011856523603288585 0.0010345217767664394 0.0011532986464910513 0.0023577013491102852 0.0021731445340691371 0.0019723922344807568 0.0023719097859333784 0.0012288674912199751 0.0013854081344515301 0.0010890586717882114 0.0015211071204390691 0.0029287260532453443 0.0012744565017044343 0.0028059535480799988 0.0080799774660942451 0.0024753094460869809
leaf_count=89 23 18 50 163 29 15 31 27 192 15 153 76 29 236 129 31 35 116 58 139 153 506 120 147 24 179 16 44 239 39
internal_value=0 -6.10127e-05 -8.50114e-05 -5.90285e-05 -3.27041e-05 -8.37587e-06 1.63086e-05 -4.28734e-05 -7.61765e-05 -4.03241e-05 -6.96442e-05 -3.86798e-05 -3.01025e-06 0.000451259 2.73223e-05 -0.000323885 0.000106207 0.0001458 0.000206639 0.000142488 0.000202189 0.000253883 0.000180773 0.000258341 -0.00053524 -0.000768825 0.000330338 0.000271321 0.000161713 0.000266222
internal_weight=0 0.0551627 0.0541478 0.0529352 0.051668 0.0506298 0.049372 0.0434587 0.0420836 0.0406936 0.0396722 0.0386316 0.0372544 0.00591326 0.0361911 0.00663795 0.0295531 0.0283998 0.0260421 0.023869 0.0218966 0.0207109 0.018339 0.0171102 0.00560343 0.00408232 0.0160211 0.0147466 0.0119407 0.0105553
internal_count=3121 3098 3009 2991 2941 2778 2749 2482 2467 2275 2260 2107 2031 267 2002 261 1741 1706 1590 1532 1393 1264 1111 605 230 206 458 442 398 278
is_linear=0
shrinkage=0.00121906


Tree=1160
num_leaves=31
num_cat=0
split_feature=39 3 14 42 401 156 453 4 1374 150 1456 33 10 11 15 41 1429 1213 150 156 48 1374 0 12 147 0 160 1213 130 4
split_gain=0.00171878 0.00110963 0.000992524 0.000954857 0.000912347 0.000946315 0.000932883 0.000729841 0.000927621 0.000876124 0.000891886 0.00086102 0.000967106 0.000981629 0.00114165 0.000791992 0.000879316 0.000920508 0.000854978 0.000771133 0.000879667 0.00101629 0.00111284 0.000881756 0.000662989 0.000628997 0.000637537 0.000698153 0.00077356 0.00142151
threshold=0.16946000000000003 0.31299000000000005 0.076175000000000007 -0.26584999999999998 0.10076500000000001 -1.0000000180025095e-35 0.091330000000000008 0.50822500000000004 0.093235000000000012 -0.099594999999999975 -1.0000000180025095e-35 -0.0066799999999999993 -1.0000000180025095e-35 0.088215000000000002 -0.15914499999999995 0.079885000000000025 0.084690000000000015 -1.0000000180025095e-35 -0.093064999999999995 0.097880000000000009 0.092475000000000016 -0.094929999999999987 -0.14116499999999996 -0.092484999999999984 0.08598500000000002 -0.11756999999999999 -0.098904999999999979 0.039620000000000009 -1.0000000180025095e-35 -0.076779999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 -5 7 8 9 -7 -11 -12 -13 14 -14 16 17 -16 -19 20 21 -20 -23 -24 25 -25 -27 28 29 -28
right_child=-2 -3 -4 4 -6 6 -8 -9 -10 10 11 12 13 -15 15 -17 -18 18 19 -21 -22 22 23 24 -26 26 27 -29 -30 -31
leaf_value=-0.001400659384150396 0.0014007756880595019 0.00078182626230727486 -0.0011481369519514898 -0.0014004011900689982 -0.0014003958381578205 0.00096290068601250932 -0.0012602038642471512 0.00068546595980688958 -0.0012821269760613689 -0.0011294580205221112 -0.0011737312137803898 0.0009333904701229051 0.00085256772612820784 -0.0011322352232328934 -0.0014003942318142224 -0.001168080411659239 0.00088889404369835103 -0.001399956391144539 -0.0013715734256889416 -0.0012844533764160204 0.00042282336005503945 0.00062196992814716578 -0.0014005581382631092 -0.000946173894506815 -0.0011750772861558356 -0.00093984453419756456 -0.0014005047588506992 -0.0010905683575806468 0.00023002539526493859 0.00045784285495009263
leaf_weight=0.0013963645997421273 0.0012454521418732148 0.0019470422568410575 0.002545330749470053 0.0012686466620213102 0.0012769966868462204 0.0013547791974559678 0.0015202469094504059 0.001984923669420712 0.0014548103712357366 0.0018617050987841379 0.0015375927305427686 0.0016834537731398305 0.0023147184438263571 0.0019019181534787313 0.0011443414561105305 0.0014677190869747383 0.0016230420085800992 0.0010051178085745951 0.0012918868407751907 0.0010319650397485605 0.0062052195736850271 0.0036343259840663006 0.0011584983693282381 0.0015845173017225737 0.0011740696364093131 0.0014111029972152514 0.001710870847364987 0.0010237945562368003 0.015183558096772791 0.0015280268166844016
leaf_count=17 23 120 100 158 144 27 30 107 37 230 28 81 99 65 327 50 76 13 32 100 154 79 22 22 46 154 80 190 492 18
internal_value=0 -0.000259647 -0.000291194 -0.000255862 -0.000229368 -0.000204049 -0.000177787 -0.000148544 -0.000179038 -0.000148663 -0.000177917 -0.000142213 -0.000109224 -0.000147056 -0.000104943 -0.00015749 -0.000121056 -0.000162993 -0.000125673 -9.09985e-05 -5.66976e-05 -0.000156882 -0.000101644 -0.000207795 -0.000149283 -9.5618e-05 -3.10019e-05 3.49476e-05 9.74961e-05 -0.000523785
internal_weight=0 0.0662266 0.0642795 0.0617342 0.0603378 0.0590609 0.0577922 0.056272 0.054287 0.0528322 0.0514774 0.0496157 0.0480781 0.0463947 0.0444928 0.0421781 0.0407103 0.0390873 0.037943 0.0369378 0.0359059 0.0297007 0.0284088 0.0247744 0.0236159 0.0224419 0.0208574 0.0194463 0.0184225 0.0032389
internal_count=3121 3098 2978 2878 2861 2717 2559 2529 2422 2385 2358 2128 2100 2019 1954 1855 1805 1729 1402 1389 1289 1135 1103 1024 1002 956 934 780 590 98
is_linear=0
shrinkage=0.00140032


Tree=1161
num_leaves=20
num_cat=0
split_feature=1 0 3 133 48 3 50 3 2 1 47 151 49 1 0 43 43 43 16
split_gain=0.000113379 0.000236867 0.000304361 0.000199662 0.000209088 0.000229235 0.000227938 0.00024316 0.000278728 0.000220847 0.000385413 0.000230598 0.000268567 0.000175793 0.000181914 0.000136115 0.000246246 0.000181088 4.23324e-05
threshold=0.077565000000000009 -0.087634999999999977 -0.059315 0.085075000000000026 -0.084044999999999995 0.16158000000000003 0.10124500000000002 0.10893000000000001 0.10855000000000002 0.12958500000000003 0.096175000000000024 -0.024429999999999997 -0.069799999999999987 0.088485000000000022 -0.10011499999999998 0.016310000000000002 -0.084004999999999982 -0.10131 0.042200000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 -2 6 7 8 9 10 11 -6 -13 -14 -15 16 17 -3 -9
right_child=3 15 -4 -5 5 -7 -8 18 -10 -11 -12 12 13 14 -16 -17 -18 -19 -20
leaf_value=-0.0037177673052202474 -0.0020808459219313334 -0.00070182058678108815 -0.00019613883347524187 0.0022517501861725477 0.0019511884813619099 0.0023011445924449956 -0.0021031521317884105 -0.00062635664263431827 0.0024619799095943347 0.0021492051715730361 -0.0026428749879279377 -0.0023211377475516946 0.001807285827635924 0.00090032197593584498 -0.0016779520827091199 0.0010719942056313606 -0.0022394253253918135 0.0019486632010861616 -0.0020094013945946795
leaf_weight=0.0010627942246095867 0.0010045989009270775 0.0014905237830897811 0.0012439312566927541 0.0010267158672285772 0.0015949209327006412 0.001118118270587721 0.0010819553303207394 0.0010538875357042352 0.001467002757479686 0.0011677646808170294 0.0011843446207326913 0.0010579380457933513 0.001385618143364682 0.001339925424594492 0.0012218329976527702 0.0019018391592208195 0.0012773221620406561 0.0010098341635658148 0.0010141936140399821
leaf_count=420 58 170 82 274 86 134 138 37 167 37 99 42 148 29 213 203 605 156 23
internal_value=0 -0.000512777 -0.00181868 0.000187159 5.20757e-05 0.000197964 2.46615e-05 0.000209023 0.000509455 0.000189499 -0.000104477 0.000351013 -0.000158876 0.000420633 -0.000329388 1.76141e-05 -0.000513204 0.000368646 -0.00130461
internal_weight=0 0.00798624 0.00230673 0.0167188 0.0156921 0.0146875 0.0135694 0.0124874 0.0104193 0.00895234 0.00778458 0.00660024 0.00500531 0.00394738 0.00256176 0.00567952 0.00377768 0.00250036 0.00206808
internal_count=3121 1636 502 1485 1211 1153 1019 881 821 654 617 518 432 390 242 1134 931 326 60
is_linear=0
shrinkage=0.00483252


Tree=1162
num_leaves=31
num_cat=0
split_feature=401 14 1365 1456 33 10 1374 133 52 1 48 43 130 43 2 147 133 159 1 43 43 13 51 4 43 13 48 1375 2 52
split_gain=0.000917983 0.000855008 0.000744102 0.000601215 0.000620149 0.000849364 0.000593005 0.000625229 0.000789034 0.000888269 0.000676125 0.000578278 0.000782861 0.000748088 0.000604525 0.0005761 0.000582638 0.000580344 0.00056043 0.000493588 0.000597385 0.000481917 0.00046496 0.000484424 0.000483088 0.000605718 0.00046312 0.000405746 0.000567361 0.000340874
threshold=0.10076500000000001 0.076175000000000007 1.0000000180025095e-35 -1.0000000180025095e-35 -0.0066799999999999993 -1.0000000180025095e-35 -0.094929999999999987 -0.25159999999999993 -0.52017999999999986 1.0000000180025095e-35 -0.09386499999999999 0.016310000000000002 -1.0000000180025095e-35 -0.20207499999999998 0.10402500000000002 1.0000000180025095e-35 -0.15387499999999996 -0.032739999999999991 0.083835000000000007 -0.088704999999999992 -0.08287499999999999 -0.073839999999999975 0.084745000000000015 0.24564500000000003 -0.074359999999999996 0.23855500000000004 0.084485000000000018 -1.0000000180025095e-35 0.11448000000000001 0.08976000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -5 -6 -7 -8 -9 11 -11 12 -10 -14 19 16 -12 21 -19 -15 -21 -18 23 24 25 -20 -26 -24 -29 -22
right_child=-2 -3 -4 4 5 6 7 8 9 10 15 -13 13 14 -16 -17 17 18 22 20 29 -23 27 -25 26 -27 -28 28 -30 -31
leaf_value=-0.00076666008008863793 -0.0013344357388869659 -0.00094737687223289278 -0.00098207707496677957 -0.00089931654116413861 0.0010374883457836229 -0.00072109647552161434 -0.00071635243061263622 -0.00097147100393751038 -0.0013729762167270212 -0.00074004736514189076 0.0012523498702911398 0.00031513227812931394 0.00069997526521929957 -0.00079792436348245365 -0.0012007613834029004 0.0012338849327611363 0.00024189593816292324 0.0011441539014374925 0.00080882369979809574 0.00092343087741148942 -0.00083416354494360095 -0.0010796932912497394 0.0013731462509671273 0.00050308583916048146 -1.7720393817360107e-05 -0.00037256313562929416 -0.0010108906766988319 -0.00021908133268794673 0.0010818837938095175 0.00026347040936937994
leaf_weight=0.0016110772982347301 0.0010065990970704588 0.0017647062864138965 0.0013387270409488386 0.0011674734277526957 0.0018006617499193292 0.001694689098449941 0.001655973276781352 0.0011532934960192245 0.0011244439089965761 0.0010277150659021564 0.0012353912275564474 0.0042173116492030269 0.001566544177308061 0.001490103253467546 0.0012836361727872614 0.0014550422001722288 0.0010631051843539296 0.0015729711977030538 0.0018970451497786209 0.0012083704450018837 0.0010652838636469007 0.0010180106007311443 0.0011725284466592711 0.004390683757454994 0.002170097435310935 0.0014380297390346186 0.0014942126796597677 0.0013353497262187384 0.0011991793249066518 0.0010677259674682915
leaf_count=268 165 89 63 34 135 51 175 188 160 19 19 140 54 147 106 76 68 22 116 64 296 50 11 172 192 23 32 39 37 110
internal_value=0 -9.6293e-06 2.64125e-05 5.67e-05 8.7574e-05 0.00011514 7.36152e-05 0.000108778 0.000146064 0.000182377 0.000347724 -0.000102897 -0.000303095 -0.000146485 -0.000363327 0.000399861 0.000339144 0.000278979 0.000364315 -0.000140837 0.000152195 -0.00040458 0.000283063 0.000145615 -7.86244e-05 0.000299429 -0.00042271 0.000705378 0.000396453 -0.000284718
internal_weight=0 0.0476794 0.0459147 0.0445759 0.0429649 0.0417974 0.0399967 0.038302 0.0366461 0.0354928 0.0224694 0.0130234 0.00880611 0.00768166 0.00611512 0.0214416 0.0199866 0.0187512 0.0166701 0.00483148 0.00334138 0.00208112 0.0150971 0.0113901 0.00699939 0.00333507 0.00366431 0.00370706 0.00253453 0.00213301
internal_count=3121 2956 2867 2804 2536 2502 2367 2316 2141 1953 876 1077 937 777 723 857 781 762 644 617 470 118 622 535 363 139 224 87 76 406
is_linear=0
shrinkage=0.00137286


Tree=1163
num_leaves=20
num_cat=0
split_feature=52 1 0 52 4 47 1 14 2 43 43 12 2 16 3 15 15 51 12
split_gain=0.000129014 0.000239805 0.000186873 0.000239381 0.000304235 0.000211954 0.00027422 0.000322462 0.000243669 0.000196926 0.000194652 0.000170418 0.000292112 0.000287747 0.000190766 0.00018302 0.000136474 0.000112127 0.000108155
threshold=-0.24456499999999998 0.13436000000000001 -0.060129999999999996 0.11434500000000002 -0.49405499999999997 0.096175000000000024 0.094385000000000011 -0.10708499999999999 0.092875000000000013 -0.080324999999999994 -0.023869999999999995 0.090020000000000017 0.088225000000000012 -0.090764999999999985 -0.078934999999999991 -0.031204999999999997 -0.074054999999999996 -0.26677999999999996 0.085885000000000017
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=17 2 5 4 -4 6 8 -8 11 -9 -7 12 14 -14 -2 -16 -11 -1 -6
right_child=1 -3 3 -5 18 10 7 9 -10 16 -12 -13 13 -15 15 -17 -18 -19 -20
leaf_value=-2.3777962588249466e-07 -0.002323583964575558 0.0018802529923388084 -0.00055459182678761602 -0.00096705616427829918 0.0031207047794886938 -4.2254199869469681e-05 -0.0012930191022851784 -0.00016096823284847699 -0.0022299647868073086 0.0032105156519897241 -0.0026366917524137785 -0.0019010051783877381 0.00273518798412989 -0.00030065196578769247 -0.0011424832073408566 0.0013800926505360197 0.001119485646923689 -0.0019212996762126516 0.001319598942967986
leaf_weight=0.0011504562799928286 0.0010772503337720942 0.001371856825054695 0.0013255174170492268 0.0013469088928506068 0.0011155725415847887 0.0010049771461977386 0.0011243750685761 0.0010602454319896815 0.0014406662779125612 0.0012111791570172947 0.001351561215693132 0.0010156267689206411 0.0012649406618263637 0.0012249020980117376 0.0013268959353172072 0.0010093347143165206 0.0012791580203375128 0.001278644828945851 0.0016435935518588352
leaf_count=68 716 190 69 72 93 99 47 103 385 82 90 324 62 127 48 47 126 296 77
internal_value=0 7.22744e-05 -4.68402e-05 0.000665109 0.00120331 -0.00029809 -7.53246e-05 0.000790596 -0.000559574 0.00145042 -0.00153026 -0.000211765 7.88571e-05 0.00124168 -0.000769321 -5.26407e-05 0.00213646 -0.00101146 0.00204781
internal_weight=0 0.0221946 0.0208227 0.00543159 0.00408468 0.0153911 0.0130346 0.00467496 0.00835962 0.00355058 0.00235654 0.00691895 0.00590332 0.00248984 0.00341348 0.00233623 0.00249034 0.0024291 0.00275917
internal_count=3121 2757 2567 311 239 2256 2067 358 1709 311 189 1324 1000 189 811 95 208 364 170
is_linear=0
shrinkage=0.0044645


Tree=1164
num_leaves=19
num_cat=0
split_feature=41 1429 475 15 15 48 0 51 0 16 0 0 133 3 15 0 0 16
split_gain=0.000118959 0.000156884 0.000233814 0.000315667 0.000153689 0.000229157 0.000219846 0.000180899 0.000198053 0.000235196 0.000230141 0.000358095 0.000241905 0.000169175 0.000147141 0.000235754 0.000148395 0.000168094
threshold=0.078475000000000017 0.084690000000000015 -1.0000000180025095e-35 -0.24436499999999997 -0.11713499999999999 0.092475000000000016 -0.14920999999999998 0.087505000000000013 -0.10607499999999999 -0.27167499999999994 -0.084269999999999984 -0.10011499999999998 -0.087414999999999979 0.086245000000000016 0.088655000000000025 -0.052984999999999997 0.15398500000000004 0.26676500000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 -5 7 -7 8 9 -6 11 -10 -12 -11 15 -14 17 -17
right_child=-2 -3 3 4 5 6 -8 -9 10 13 12 -13 14 -15 -16 16 -18 -19
leaf_value=-0.0017490741972604688 -0.0011661040223959356 0.0016274758812541133 0.0021235132597185427 -0.0013787267464438243 -0.00075638870828816757 -0.0003305479697841133 0.0020333570870797804 -0.0015002529000930711 3.5096304863754466e-06 0.0029056736863985006 0.0019209151514127253 -0.0031090423916490875 0.0015000904509954725 0.00054726359682810428 -0.0016949193397622041 3.4709228092874601e-05 0.00054394432178506613 -0.0022599299308276649
leaf_weight=0.0013158121316634011 0.0015269630142826776 0.0010596872787547165 0.0012562416031006675 0.0014329074820003075 0.0010098855999127743 0.0011305354195867423 0.0018129003696460968 0.0015909028904032016 0.0015066353872477123 0.001056682208314892 0.0010940183276685351 0.0011562629423653679 0.0014510930041865509 0.0010973786164356625 0.0010088980103413192 0.001073498992054684 0.0014679165970572505 0.0011928892142312186
leaf_count=296 148 200 200 192 98 26 171 257 46 59 138 440 298 26 394 42 29 61
internal_value=0 4.69614e-05 -3.0383e-05 8.0808e-05 -5.36683e-05 5.3909e-05 0.00112541 -0.000160554 1.95543e-06 0.000918809 -0.000289554 -0.001348 9.71645e-05 0.00170419 -0.000224941 6.10657e-05 -0.000498117 -0.00117305
internal_weight=0 0.0227141 0.0216545 0.0203386 0.0190824 0.0176495 0.00294344 0.0147061 0.0131152 0.00316395 0.00995121 0.0026629 0.00728831 0.00215406 0.0061943 0.0051854 0.0037343 0.00226639
internal_count=3121 2973 2773 2477 2277 2085 197 1888 1631 183 1448 486 962 85 824 430 132 103
is_linear=0
shrinkage=0.004207


Tree=1165
num_leaves=19
num_cat=0
split_feature=52 43 15 11 159 3 16 1 16 13 0 0 160 2 4 43 0 133
split_gain=0.000107809 0.000198625 0.000204208 0.000195357 0.000192554 0.000256329 0.000312639 0.000286601 0.000285237 0.000193515 0.000175411 0.000247592 0.000134025 0.000132524 0.000118412 8.5886e-05 0.000118572 3.89534e-05
threshold=0.41423000000000004 0.24789500000000006 -0.24436499999999997 0.081790000000000015 0.091530000000000014 -0.12018999999999998 -0.27167499999999994 0.094385000000000011 0.051380000000000002 0.10935500000000002 -0.084804999999999978 -0.10607499999999999 0.083670000000000008 0.10402500000000002 -0.082109999999999975 -0.080084999999999976 -0.13027499999999997 0.089755000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 9 13 10 15 -4 11 12 -8 -7 17 -9 -17 -12
right_child=-2 -3 3 -5 -6 6 7 8 -10 -11 14 -13 -14 -15 -16 16 -18 -19
leaf_value=0.0016387535596038871 -0.0013992376711407532 -0.0018769188433875371 0.0028186277753191801 -0.0018720077497264499 -0.0017283453265745118 -0.00037119819198869392 0.00094401279365935421 0.00089591423593535419 -0.00023536889263682775 0.00022901413495510876 0.00059643654763256657 -0.0021401221075560747 -0.0011629033966435436 -0.0023715335662546776 -0.00036526381297619429 0.0013711481693901221 0.0034960509803630738 0.0018323068075393907
leaf_weight=0.0016478796052793411 0.001091493616319327 0.0010317742194930193 0.001227652191267299 0.0010486694586129266 0.0010748807892239634 0.0012982969255865761 0.001428843620974618 0.0010051964962487503 0.0018781424105052125 0.0010821592846141925 0.0010330064884559401 0.0017458738480616246 0.0010396432581956105 0.0013430157305633905 0.001809948388349799 0.0010003203198465371 0.00109790041363489 0.0010008208972651644
leaf_count=235 193 173 91 132 250 64 48 89 119 39 189 593 26 91 573 45 85 86
internal_value=0 3.70677e-05 0.000127812 4.02747e-06 0.000107215 0.000216882 1.23569e-05 0.000296073 0.00113788 0.00160538 -0.000224334 -0.000853401 5.66509e-05 -0.0013883 0.000465382 0.00196895 0.00248301 0.00120459
internal_weight=0 0.022794 0.0217623 0.0201144 0.0190657 0.0179908 0.015681 0.0130397 0.00498156 0.00230981 0.00805814 0.00421436 0.00246849 0.00264131 0.00384378 0.00310342 0.00209822 0.00203383
internal_count=3121 2928 2755 2520 2388 2138 2008 1853 338 130 1515 667 74 155 848 219 130 275
is_linear=0
shrinkage=0.0044645


Tree=1166
num_leaves=31
num_cat=0
split_feature=31 14 33 151 16 150 1456 1374 457 10 11 1213 160 52 15 376 376 52 13 133 15 2 13 474 3 2 15 3 131 1
split_gain=0.00114256 0.00102103 0.00102995 0.000982074 0.00112331 0.000871817 0.00100037 0.000820699 0.00066674 0.000753033 0.000753441 0.000568062 0.000792551 0.000665548 0.000673276 0.000668461 0.00101983 0.000602823 0.000640501 0.0010779 0.000901862 0.000724773 0.000663261 0.000854035 0.00137542 0.00114081 0.000924361 0.00119391 0.000811663 0.00053232
threshold=-1.0000000180025095e-35 0.076175000000000007 -0.0066799999999999993 -0.5145249999999999 -0.53943499999999989 -0.22665999999999997 -1.0000000180025095e-35 -0.094929999999999987 0.080930000000000016 -1.0000000180025095e-35 0.089270000000000002 0.039620000000000009 -0.22361499999999998 0.13389000000000004 -0.068899999999999975 0.11430500000000002 1.0000000180025095e-35 0.11125500000000001 -0.084034999999999985 -0.0061299999999999992 0.090455000000000021 0.13093500000000002 -0.023499999999999997 0.084660000000000027 0.10893000000000001 0.10613000000000002 -0.095869999999999983 -0.116045 0.093840000000000021 0.10508500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 -5 -6 -7 -8 9 -9 11 12 -11 15 -15 16 17 18 19 20 -14 -21 28 24 25 26 -24 -28 -20 -29
right_child=1 -3 3 4 5 6 7 8 -10 10 -12 -13 13 14 -16 -17 -18 -19 22 21 -22 -23 23 -25 -26 -27 27 29 -30 -31
leaf_value=0.0015160512371125584 -0.0012385267297742278 -0.0011288173065588144 -0.001394767665975048 0.0011949977648101128 0.0010374620035079323 -0.0011601554988628334 -0.00091606975236436443 0.00096602447038010206 0.00059103734831312453 -0.00094602007491790467 -0.0010969093970885774 -0.00089643758183121508 -0.0012994537857784678 0.0013992950761772237 -0.00010550225684846308 -0.0011985207491948908 0.0015159227116133952 -0.001126612622781468 -0.0012798820096837468 0.00089994708851834067 0.00057977454969584269 -0.00046569315108472323 -0.00099694844572316985 0.0010188267228909309 -0.0014408925002074796 0.00091363247570829106 -0.001087517150603904 0.0001341591656370121 0.00037198901451837194 0.0011938058070716448
leaf_weight=0.001083407523306156 0.0015444017105536991 0.0019656474542308891 0.0011101795547290285 0.0018848288443198405 0.0018102401696182815 0.0017468276478354019 0.002115591707259056 0.0017356997808874999 0.0046921416983067834 0.0018326464924811594 0.0015300178607660078 0.0016007969226685672 0.001374321217337382 0.0016656176714775484 0.0011580646281075238 0.0010105978513017524 0.0010592050470803463 0.0010481381944362758 0.0021254650886788273 0.0056937494385986762 0.0010238162006821483 0.0010589153527593709 0.0024221828143200482 0.0017323105057536195 0.0015849650189636586 0.0027992305070112531 0.0016592463416244957 0.0054304997735719375 0.0010072785545549579 0.0013624639574771891
leaf_count=86 29 100 49 66 24 268 40 61 153 213 71 262 139 34 41 15 33 51 368 236 29 29 62 61 29 97 50 356 48 21
internal_value=0 -5.4806e-05 -1.76509e-05 1.64607e-05 4.53857e-05 3.93922e-06 -3.3131e-05 7.27539e-06 4.91877e-05 -1.14689e-05 -5.36953e-05 -1.23976e-05 2.57999e-05 7.63735e-05 0.000782139 1.48511e-05 5.39257e-05 2.85635e-06 4.32957e-05 0.000375777 -0.000497171 0.000685795 -0.000107893 1.0267e-05 -0.000104235 5.07025e-05 -0.000171429 6.51439e-05 -0.000748752 0.000346692
internal_weight=0 0.0587851 0.0568194 0.055275 0.0541649 0.05228 0.0504698 0.048723 0.0466074 0.0419152 0.0401795 0.0386495 0.0370487 0.0352161 0.00282368 0.0323924 0.0313818 0.0303226 0.0292744 0.0091508 0.00239814 0.00675266 0.0201236 0.0169909 0.0152586 0.0136736 0.0108744 0.00845221 0.00313274 0.00679296
internal_count=3121 3035 2935 2906 2857 2791 2767 2499 2459 2306 2245 2174 1912 1699 75 1624 1609 1576 1525 433 168 265 1092 676 615 586 489 427 416 377
is_linear=0
shrinkage=0.00151575


Tree=1167
num_leaves=19
num_cat=0
split_feature=1447 453 4 12 15 13 159 1 16 47 52 52 15 0 15 1 15 12
split_gain=0.000129698 0.000170715 0.000295931 0.00018502 0.00019105 0.000197339 0.000149058 0.000142644 0.000160038 0.000132128 0.000167463 0.000151678 0.000175652 0.000197199 0.000166348 0.000134401 0.000131148 0.000107723
threshold=-1.0000000180025095e-35 1.0000000180025095e-35 0.24564500000000003 0.10711000000000002 -0.10324499999999999 -0.39067499999999994 0.091005000000000016 0.111945 -0.5224049999999999 0.092165000000000011 -0.16675999999999999 -0.081429999999999989 -0.0088349999999999974 -0.10011499999999998 0.090615000000000015 0.13436000000000001 0.087685000000000013 0.079890000000000017
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 -6 9 8 -4 10 -7 -12 -13 -14 16 -11 17 -15
right_child=1 -3 7 -5 5 6 -8 -9 -10 15 11 12 13 14 -16 -17 -18 -19
leaf_value=-0.0015439318584003737 -0.0015921416344035317 -0.001713992400296999 0.0016699612158565782 -0.0017648017672656099 0.0017613033341674993 -0.0018010830937762209 -0.0016616666346021924 0.0021876068414108996 -0.00081483414738715832 0.0021404892309770142 0.0013362820513766935 -0.0013600278697429703 0.0017063180002476457 0.00055556870943269661 -0.0015028084766396364 -5.6442769401471787e-05 0.0016628276623671205 -0.0013266983662801738
leaf_weight=0.0010725614517924078 0.0013581420193809991 0.0010499466950806271 0.0010607480917101952 0.0012539372242808535 0.0013864793052800152 0.001021264386078133 0.0010041570076748099 0.0017651779271145029 0.0010072018114408712 0.0011867001252214857 0.0016425953524368255 0.0018503405078085233 0.0013649656990724068 0.0014301302545640816 0.001416157438347998 0.0010427145512039715 0.0010150266606527847 0.001051686284563591
leaf_count=300 171 78 56 211 65 258 191 257 78 75 154 277 65 49 292 15 169 360
internal_value=0 4.44845e-05 0.000128955 -0.000110606 1.30798e-05 0.000154534 -4.29948e-06 0.00125543 0.000459733 0.000123508 -8.08915e-05 9.89047e-05 -0.000151149 0.000205151 -0.000211914 0.00111297 0.000310875 -0.000242054
internal_weight=0 0.0229074 0.0218574 0.0180243 0.0167704 0.0154122 0.0140257 0.00383313 0.00206795 0.0130216 0.0107922 0.0097709 0.00812831 0.00627797 0.004913 0.00222941 0.00349684 0.00248182
internal_count=3121 2821 2743 2352 2141 1970 1905 391 134 1714 1624 1366 1212 935 870 90 578 409
is_linear=0
shrinkage=0.0044645


Tree=1168
num_leaves=31
num_cat=0
split_feature=39 9 42 14 151 16 123 13 13 403 150 131 52 16 4 160 33 157 150 43 159 133 40 4 484 48 48 1374 42 147
split_gain=0.0013599 0.00120306 0.00111657 0.00106201 0.0011069 0.00119008 0.000888 0.000938922 0.00186432 0.000995937 0.000911583 0.000903912 0.00121303 0.000818563 0.00115919 0.0010526 0.00102482 0.000738358 0.000905326 0.000709724 0.000694133 0.000714026 0.000660602 0.000643414 0.000806175 0.000773098 0.000828489 0.00128604 0.000754479 0.00089396
threshold=0.16946000000000003 -0.036024999999999995 -0.26584999999999998 0.076175000000000007 -0.5145249999999999 -0.53943499999999989 1.0000000180025095e-35 -0.53104499999999988 -0.42195999999999995 -0.092474999999999988 -0.22665999999999997 0.10033500000000002 -0.24164999999999998 0.23311500000000004 -0.42529999999999996 -0.098904999999999979 -0.0066799999999999993 -0.077384999999999995 -1.0000000180025095e-35 -0.34140499999999996 0.10797500000000002 -0.17773999999999998 -0.082239999999999994 -0.37944499999999992 -1.0000000180025095e-35 0.12879500000000002 0.094925000000000023 -0.094929999999999987 -1.0000000180025095e-35 0.085050000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 -4 -6 7 -7 -9 -10 -11 12 -12 14 -14 -16 -17 -18 -19 -15 21 -20 -8 -23 -25 26 27 -26 -29 -30
right_child=-2 2 3 -5 5 6 22 8 9 10 11 -13 13 19 15 16 17 18 20 -21 -22 23 -24 24 25 -27 -28 28 29 -31
leaf_value=0.0012685868524627227 0.0012688558883135865 -0.0012685811243230549 -0.0011838464178504113 -0.00089687086070721809 0.0010223666800842331 -0.00097643096586977893 -0.0002053499949172146 0.0010143195549672443 -0.0012561815308896481 0.00082175459229545753 -0.00089207926411942245 0.00065350477863242845 -0.0011332570241588534 0.0012687744181299784 -0.001017951394206885 -0.0011269686824218323 0.00061039502152220645 -0.0010649116515383957 -0.00097146081149003299 -0.0001374207168488404 -0.0010177404508462519 0.0010166272563420389 0.0009447909421726005 -0.00075365283375839387 -0.0012410274215794693 -0.0009469448508938465 0.0010448033438074848 -0.00032527600047527454 0.00042457781978225264 -0.0007490461374958249
leaf_weight=0.001087155066658684 0.0012762008783013803 0.0012402292252353666 0.001282071740163814 0.0023042620549524875 0.0018008712492267867 0.0017722018075119186 0.0011834296256489907 0.0025718680002491104 0.0011588214802822341 0.0017892952547526866 0.0032336261109420219 0.0024045693992498221 0.0017624865982952395 0.0012997740705031902 0.0018118761495209404 0.0012990584912984096 0.0030952122977394572 0.0013274482287144443 0.0010517849081779209 0.0010388070436171395 0.001017331397319631 0.0011624966216458961 0.0025010697440306364 0.0018479236586035333 0.0010833710111910469 0.0010367947134000124 0.0016228724504969696 0.0036683175973470884 0.012204149411028133 0.0011416970776281241
leaf_count=89 23 18 49 99 67 12 69 52 347 21 304 111 44 4 299 18 148 41 130 82 63 11 115 200 12 7 26 283 353 24
internal_value=0 -5.38338e-05 -7.75134e-05 -5.26755e-05 -1.86494e-05 8.08067e-06 -2.56913e-05 -6.96308e-05 -3.65844e-05 -9.5267e-05 -6.53043e-05 -0.000102122 -0.000146759 -8.24415e-05 -0.000130805 -7.786e-05 -2.38862e-05 2.34699e-05 -4.3407e-05 0.000644137 9.0762e-06 5.11647e-05 0.000575376 9.64188e-05 4.9096e-05 0.000120561 0.000176685 9.88377e-05 0.000184153 0.000324178
internal_weight=0 0.0618009 0.0607137 0.0594735 0.0571692 0.0558872 0.0540863 0.0504018 0.0486296 0.0460577 0.0448989 0.0431096 0.040705 0.0374714 0.0351328 0.0333703 0.0315585 0.0302594 0.0271642 0.00233858 0.0258367 0.0248194 0.0036845 0.0237676 0.0226051 0.0207572 0.0197204 0.0180975 0.0170142 0.0133458
internal_count=3121 3098 3009 2991 2892 2843 2776 2592 2580 2528 2181 2160 2049 1745 1659 1615 1316 1298 1150 86 1109 1046 184 916 905 705 698 672 660 377
is_linear=0
shrinkage=0.00126831


Tree=1169
num_leaves=20
num_cat=0
split_feature=151 1 50 47 4 1 52 16 48 48 0 2 4 52 0 16 1 3 16
split_gain=0.00012333 0.000184654 0.000244347 0.000183883 0.000230918 0.000231456 0.000228804 0.000255871 0.000403297 0.000310033 0.000251588 0.000248063 0.000249447 0.000198896 0.000196821 0.000152062 0.000129221 0.000213201 0.000328487
threshold=0.086470000000000005 0.14000500000000002 0.10647500000000001 0.11893500000000001 0.24564500000000003 0.111945 -0.24456499999999998 -0.094359999999999986 0.085845000000000019 0.091545000000000015 -0.10011499999999998 0.10882500000000002 -0.49405499999999997 -0.088204999999999992 -0.059114999999999994 -0.5224049999999999 0.092695000000000013 -1.0000000180025095e-35 -0.083134999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 6 15 -1 8 10 11 -8 12 -9 -14 16 -6 17 18 -15
right_child=-2 -3 -4 -5 5 -7 7 9 -10 -11 -12 -13 13 14 -16 -17 -18 -19 -20
leaf_value=-0.001984472620881294 0.0011877673618949809 0.0013190560643693561 -0.0020810344233203235 -0.0017539573886859224 0.001263229853726674 0.0024146956672429221 0.00076102087784179063 -0.0020903307218773791 -0.0030630178170276742 0.0017496897020187376 -0.0016815622806506923 0.0017016591366971279 -0.0014575555413302167 0.0011103807251315189 0.0018150371689469368 -0.00087983374561629289 -0.0013207136970942376 0.0018157844836667941 -0.0019805657746340254
leaf_weight=0.0010950260779088667 0.0013018497969441425 0.0014222598779761167 0.0010571317292762941 0.0010274953874258577 0.0010759164754503558 0.001173717225352755 0.0018165701187768946 0.0011108558797614495 0.0010740055861495623 0.001871836869462574 0.0011113196112645342 0.0011426457117045272 0.0012801375173203651 0.0011587208852445992 0.0011314829807247588 0.0010896586849544745 0.0010409659732013576 0.0010520973475394158 0.0010919975260037518
leaf_count=291 108 120 315 69 52 144 100 64 71 139 135 124 174 292 40 79 126 28 650
internal_value=0 -9.18271e-05 -0.000185588 -8.70979e-05 1.56463e-06 0.000968643 -0.000200552 -6.92961e-05 -0.000943554 0.000252253 -0.000166094 -5.88793e-05 -0.000314614 -2.26153e-05 0.000312879 0.000184898 -7.84081e-05 0.000313136 -0.000389276
internal_weight=0 0.0228238 0.0214016 0.0203444 0.019317 0.00333929 0.0159777 0.0148826 0.0040019 0.0108807 0.00292789 0.0090089 0.00786626 0.0067554 0.00547526 0.00216558 0.00434378 0.00330282 0.00225072
internal_count=3121 3013 2893 2578 2509 275 2234 1943 306 1637 235 1498 1374 1310 1136 131 1096 970 942
is_linear=0
shrinkage=0.00404364


Tree=1170
num_leaves=31
num_cat=0
split_feature=39 42 1213 151 150 1456 474 4 480 41 51 38 3 1374 14 1429 33 2 150 147 474 130 13 43 52 1374 48 403 4 133
split_gain=0.00123244 0.00123081 0.00116487 0.00115769 0.000851402 0.00107651 0.00094 0.00103946 0.00104957 0.00103483 0.00100263 0.000909915 0.00111936 0.00104563 0.000809581 0.000765307 0.000843293 0.000877391 0.000674265 0.000663376 0.000704746 0.000937281 0.00118196 0.000809336 0.00077273 0.000786051 0.00090552 0.000604323 0.00100884 0.000851745
threshold=0.16946000000000003 -0.26584999999999998 -0.082704999999999987 -0.5145249999999999 -0.22665999999999997 -0.082809999999999981 -1.0000000180025095e-35 0.40473500000000007 0.084710000000000021 0.079885000000000025 0.11144500000000002 1.0000000180025095e-35 0.31299000000000005 0.093235000000000012 0.076175000000000007 0.084545000000000009 -0.0066799999999999993 -0.0091949999999999983 -1.0000000180025095e-35 0.084575000000000025 1.0000000180025095e-35 -0.0015749999999999998 -0.012549999999999997 -0.50775499999999985 0.19022000000000003 -0.094929999999999987 0.091545000000000015 -1.0000000180025095e-35 -0.35136499999999998 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 -5 -6 -7 8 9 11 -9 12 13 14 15 16 -8 -18 -19 20 21 22 -20 -23 25 -25 27 -27 -29 -30
right_child=-2 2 3 4 5 6 7 10 -10 -11 -12 -13 -14 -15 -16 -17 17 18 19 -21 -22 23 -24 24 -26 26 -28 28 29 -31
leaf_value=-0.0011954336516305799 0.001195514896098276 -0.0010611336604251062 -0.0011207391861520477 0.00082107000379652204 -0.0011952551201567698 -0.0011140244539071503 -0.0009995169798432753 0.00082712069225323345 -0.0011952382107145796 -0.00085849469180014799 -0.00049511301849784533 -0.00078622958193448232 0.0011952650176378292 -0.0011584910990119534 -0.00077114301616690447 0.00082988325734879821 0.00095393934571471987 -0.00084384293388201634 0.00067349066268875576 -0.0008569105813675097 -0.00076033646260025185 0.00098337655089904621 -0.00085604359396573338 -0.00057495189713066596 -0.00062179529282646226 -0.00060602320671468857 0.0007397553932386331 -0.00035905155244566104 -0.00032167598095857245 0.00054433012309124758
leaf_weight=0.0013430185375948858 0.001130291112453107 0.0015476082556831186 0.0013096709842983492 0.0018155139391353705 0.0010746828299053037 0.0010359274781009944 0.0010195123385301477 0.0039633125444216146 0.0010605536958918629 0.0018884909065342006 0.0010326018017803307 0.0018017695027907612 0.0012497683415517704 0.0010025910215123437 0.0015426353612824064 0.0020093193679802104 0.001649736852659337 0.0011362462857995572 0.0010119458806765458 0.0010166286138222338 0.0012351173273490437 0.0019321415883268847 0.0025157833797417864 0.0015860719222473554 0.0016047725636214585 0.0013517579186943509 0.0050332915809470071 0.0032448730819822679 0.0019574429313728983 0.0094736519072180832
leaf_count=18 23 294 50 24 151 113 20 254 194 92 16 37 54 31 45 99 54 59 43 55 151 18 135 18 164 363 118 46 142 240
internal_value=0 -6.4288e-05 -3.81424e-05 -1.0149e-05 1.61788e-05 -1.11705e-05 1.31346e-05 3.5887e-05 -1.99715e-05 7.56576e-06 0.000553829 4.52729e-05 8.13098e-05 4.67844e-05 7.75161e-05 0.00011217 7.18527e-05 0.000103286 6.08878e-05 9.30494e-05 0.000124256 0.000161029 -0.000417289 0.000238945 0.000179636 0.000236425 0.000297529 0.000158654 0.000229086 0.000396037
internal_weight=0 0.0594464 0.0581034 0.0565558 0.0552461 0.0534306 0.0523559 0.05132 0.0463241 0.0452635 0.00499591 0.0433751 0.0415733 0.0403235 0.0393209 0.0377783 0.035769 0.0347495 0.0330997 0.0319635 0.0309469 0.0297117 0.00352773 0.026184 0.0242519 0.0226471 0.021061 0.0160277 0.014676 0.0114311
internal_count=3121 3098 3080 2786 2736 2712 2561 2448 2178 1984 270 1892 1855 1801 1770 1725 1626 1606 1552 1493 1438 1287 178 1109 1091 927 909 791 428 382
is_linear=0
shrinkage=0.00119516


Tree=1171
num_leaves=31
num_cat=0
split_feature=31 1213 151 1456 475 133 33 122 123 13 13 1366 403 1429 1 1374 12 160 48 48 43 1 0 2 3 1 1 42 43 3
split_gain=0.0011824 0.0010743 0.00102394 0.00102437 0.000940621 0.000941272 0.00100014 0.000860975 0.00134109 0.00116402 0.00139169 0.00110061 0.0009531 0.000785848 0.000995713 0.00117143 0.00117047 0.00124475 0.00108982 0.00120352 0.0012375 0.000718302 0.000823663 0.000696479 0.00125173 0.000716109 0.000607972 0.000786797 0.000899625 0.00053632
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.5145249999999999 -1.0000000180025095e-35 -0.08663499999999999 -0.25159999999999993 -0.0066799999999999993 1.0000000180025095e-35 0.08592000000000001 -0.53104499999999988 -0.47860499999999995 -0.082084999999999991 -0.082384999999999986 -1.0000000180025095e-35 0.10060500000000001 -0.094929999999999987 0.10124000000000001 0.10210000000000001 -0.08595499999999999 0.12737000000000001 -0.079329999999999984 0.12500000000000003 -0.10324499999999999 0.093175000000000022 -0.080634999999999984 0.092695000000000013 1.0000000180025095e-35 0.088200000000000014 -0.084154999999999994 -0.090164999999999981
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 29 -3 -4 -5 -6 -7 8 9 -8 -11 -12 -13 -14 15 -15 17 23 -16 20 21 22 -20 25 -25 26 27 28 -17 -2
right_child=1 2 3 4 5 6 7 -9 -10 10 11 12 13 14 18 16 -18 -19 19 -21 -22 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=0.0012939028478171795 -0.00010508028839863266 -0.0011931868737073211 -0.00084998537665598747 -0.00098636078531073607 -0.00075997736267781964 -0.00098003960098568378 -0.00089978740736826931 -0.00092807718790725716 0.001131476341322112 0.0011612793456274907 -0.001172277524779817 -0.0010083382251698996 -0.00081747627336743733 -0.0010397454804707872 -0.0007034099065758708 -0.0011833470770068301 -0.0010763665500663736 -0.0010710890044710718 0.00051543857455488696 -0.00027204995789653115 0.0009738456925956644 0.0008819712147783989 -0.0009705299759592903 0.00034636147804109651 -0.000833906577477428 -0.00063504471986915504 0.00074668167779543134 0.00072830818028489194 0.0001993190911784267 -0.0012937545986603416
leaf_weight=0.0010854899256425013 0.0010001875909857461 0.0012460165376211299 0.0023272595445824598 0.0014983132496226839 0.0022916371774517321 0.0014327380887948485 0.0018837900126982268 0.0012910186777048685 0.0021928525691912162 0.0021213226879126515 0.0011286871154219105 0.0012153781585890746 0.0013515094868372648 0.0016191223720483086 0.0012944968118517855 0.0010615784105629774 0.0013414702818330673 0.0012802038946277952 0.001121578430534953 0.0025671000081501924 0.0085660655242545403 0.0012660356004836615 0.0014079900449957003 0.0038239004675233446 0.0024786100448110906 0.0010490337035946604 0.0068654459380308452 0.0028340597923568467 0.0030509834872396472 0.0017411000289553327
leaf_count=86 110 50 258 123 162 29 18 16 126 34 38 357 114 30 17 83 93 83 22 39 213 24 34 82 112 51 147 59 130 381
internal_value=0 -6.76285e-05 -3.23691e-05 -8.40714e-06 2.5341e-05 5.21528e-05 8.64621e-05 0.000115395 0.000141542 9.75357e-05 0.000137134 8.92001e-05 0.000121417 0.000153365 0.000184885 2.49962e-05 9.74757e-05 0.000167636 0.000435258 0.000533993 0.000701381 8.64725e-05 -0.00031167 0.000242568 -0.000117807 0.000395401 0.000473664 0.000203836 -0.000157589 -0.000860054
internal_weight=0 0.0643495 0.0616082 0.0603622 0.0580349 0.0565366 0.054245 0.0528122 0.0515212 0.0493284 0.0474446 0.0453232 0.0441946 0.0429792 0.0416277 0.0254044 0.0237853 0.0224438 0.0162233 0.0149288 0.0123617 0.0037956 0.00252957 0.0211636 0.00630251 0.0148611 0.0138121 0.00694662 0.00411256 0.00274129
internal_count=3121 3035 2544 2494 2236 2113 1951 1922 1906 1780 1762 1728 1690 1333 1219 870 840 747 349 332 293 80 56 664 194 470 419 272 213 491
is_linear=0
shrinkage=0.00129368


Tree=1172
num_leaves=19
num_cat=0
split_feature=41 124 123 484 3 0 13 13 457 160 1 0 2 13 2 16 47 42
split_gain=0.000126711 0.000147017 0.000210226 0.000213828 0.000246884 0.000329462 0.000426258 0.000284737 0.000175895 0.000272872 0.000239118 0.000425218 0.000207881 0.000170439 0.000180482 0.000110726 0.000110158 8.21721e-05
threshold=0.078475000000000017 0.08919500000000001 1.0000000180025095e-35 -0.0068949999999999992 -0.11255999999999998 -0.053834999999999994 -0.089109999999999981 0.18141000000000002 -0.0029299999999999994 -0.080409999999999995 0.10060500000000001 -0.20211999999999997 0.092875000000000013 -0.084154999999999994 0.073895000000000002 -0.0083599999999999976 0.10280000000000002 0.083995000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 7 8 -7 15 -6 -10 12 -12 13 -11 -15 -5 -13 -16
right_child=-2 -3 -4 4 5 6 -8 -9 9 10 11 16 -14 14 17 -17 -18 -19
leaf_value=-0.0017282737345383297 -0.0011874301998240442 0.0015782583344785659 0.0014307134059832684 0.0008965501245238735 -0.0014871063125620617 0.00025928437435760311 -0.0031002503784609216 -0.00072438198379801903 -0.0014292059625697175 -0.0011115299635654366 -0.00066849811339296094 0.0034570775738837307 -0.0015664239978206483 -0.00044781369626359764 0.00077065877399248514 0.0027828860923456537 0.0015591652287569641 0.0022308099141440316
leaf_weight=0.001394206336708447 0.0015570763642802623 0.001066141485280391 0.0016329830601046194 0.0010424306505294467 0.0012140545274874634 0.0012212308562959961 0.0014767032965050742 0.0011024136424548914 0.0015822340548404821 0.0011332573288029817 0.0011743498454350743 0.0010458042303986836 0.0012340864635582705 0.0015311086765330533 0.0017452197345962372 0.0011676730642644585 0.0011219312766685974 0.001119844874853948
leaf_count=472 148 52 225 67 128 42 182 51 357 198 47 106 256 226 331 106 34 93
internal_value=0 5.26409e-05 -2.14958e-05 -0.000138277 -2.10639e-05 -0.00024256 -0.00157954 0.00102204 3.70187e-05 0.000195335 0.000449689 0.0013703 -5.21528e-06 0.000343223 0.000718233 0.00189317 0.0024748 0.00134138
internal_weight=0 0.0230057 0.0219395 0.0203065 0.0189123 0.0155998 0.00269793 0.00331252 0.0129019 0.0116878 0.0101056 0.00334209 0.00676352 0.00552943 0.00439617 0.0022101 0.00216774 0.00286506
internal_count=3121 2973 2921 2696 2224 2000 224 224 1776 1648 1291 187 1104 848 650 173 140 424
is_linear=0
shrinkage=0.004207


Tree=1173
num_leaves=19
num_cat=0
split_feature=14 157 0 48 48 16 15 0 2 4 52 16 52 3 13 15 2 15
split_gain=0.000136434 0.00029026 0.000247984 0.00017408 0.000291422 0.000176628 0.000289862 0.000239267 0.000237366 0.000519426 0.000227148 0.000217973 0.000237352 0.000273432 0.000165 0.00016048 0.000208687 0.000157656
threshold=0.054835000000000009 -0.077234999999999984 -0.11013499999999998 0.12879500000000002 0.092475000000000016 -0.15241499999999997 0.090615000000000015 -0.084269999999999984 0.089885000000000007 0.053180000000000012 0.11434500000000002 -0.0034149999999999996 0.096795000000000006 -0.074479999999999977 -0.117405 0.091295000000000015 0.079055000000000014 -0.08730499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 14 7 8 9 -7 11 -9 13 -13 -3 16 -16 -6
right_child=-2 3 -4 -5 17 6 -8 10 -10 -11 -12 12 -14 -15 15 -17 -18 -19
leaf_value=0.0023117545841244806 -0.0012402671739660776 0.0015886906777027596 2.1279372976207354e-05 -0.00128176894106997 0.00036583125349266566 -0.0028909075383390464 -0.0020754619869740487 0.0014112077543821588 0.00010525403174740804 0.00020937849608865114 -0.0012509063572848406 -0.0017701028156888485 0.0014064012311747198 0.00033456315575197801 0.00070040543493360614 0.0011085509186398131 -0.0012719265354442263 0.0019883285687859989
leaf_weight=0.0011277859085225828 0.0010035427748151795 0.0010133078550871311 0.001040323531624531 0.0013103568821124503 0.0018138172970161293 0.0014068190471196972 0.0010706563870778183 0.0017826295713535521 0.0017158391403034878 0.001104315536069933 0.0010981343266054377 0.0011675511873298038 0.0010059274065952195 0.0017902953572801611 0.0010708820062568748 0.0011218369655381366 0.0014399949352507102 0.0011022787229228994
leaf_count=39 110 81 330 78 147 479 447 377 161 30 68 232 14 134 75 32 190 97
internal_value=0 3.40186e-05 0.00121272 -8.75892e-05 -8.17497e-06 -0.000179669 -0.000394349 -0.000231779 -0.000864724 -0.0015275 0.000159107 0.00042856 -1.33664e-05 -0.000496212 0.000381386 4.46215e-05 -0.000430732 0.000979132
internal_weight=0 0.0231828 0.00216811 0.0210146 0.0197043 0.0167882 0.0121422 0.0110715 0.00422697 0.00251113 0.00684454 0.0057464 0.00396377 0.00295785 0.00464602 0.00363271 0.00251088 0.0029161
internal_count=3121 3011 369 2642 2564 2320 1942 1495 670 509 825 757 380 366 378 297 265 244
is_linear=0
shrinkage=0.00338353


Tree=1174
num_leaves=19
num_cat=0
split_feature=147 11 52 52 47 47 52 52 1 133 133 42 49 1 2 12 4 403
split_gain=0.000136634 0.000201889 0.000172101 0.000338624 0.000247773 0.000302782 0.000248822 0.000240949 0.000177859 0.000175709 0.000208503 0.000351495 0.000300545 0.000358856 0.000386048 0.000602688 0.000266698 0.00018743
threshold=0.089025000000000007 0.089270000000000002 0.19022000000000003 0.13389000000000004 0.13148500000000005 0.10980000000000002 -0.24456499999999998 -0.081429999999999989 0.080270000000000022 -1.0000000180025095e-35 0.10722500000000001 0.091295000000000015 -0.069799999999999987 0.11181500000000001 0.098035000000000011 0.084100000000000022 -1.0000000180025095e-35 0.085340000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 -1 8 -8 17 11 12 -11 14 15 16 -14 -9
right_child=-2 -3 -4 -5 -6 -7 7 9 -10 10 -12 -13 13 -15 -16 -17 -18 -19
leaf_value=-0.0016203687130297276 0.0012360294980854386 -0.0016615244973419614 -0.0011161712422545411 0.0020913500519007659 -0.0016806043792627918 0.0020014260589849247 -4.6943293523280173e-05 -0.0022350411863045158 0.0018232040739924672 -0.0016300156133247535 -0.0014592685543647615 0.0021418917197745832 0.0021248256565713206 -0.0014588779869460979 0.0022222932116257779 -0.0023234423114530146 -5.1261769191767717e-05 -4.8845087140418292e-05
leaf_weight=0.0012315995234618215 0.0011090876721535628 0.0010340016919281316 0.001720915308846104 0.001073960637712811 0.0011365910710736662 0.001039222057053645 0.0011547444215977915 0.0010051764481507916 0.0016666482037300812 0.0013111635909226517 0.0010768534342307521 0.0011470902122989743 0.0013465159705035035 0.0012944992211317841 0.0015706409357281181 0.0010390110017658993 0.0017210361245627685 0.0011034991899683266
leaf_count=270 124 103 342 52 39 95 161 496 187 89 324 129 96 85 69 230 43 187
internal_value=0 -8.05253e-05 -4.97915e-06 9.10266e-05 -2.29744e-05 8.34227e-05 -3.61582e-05 9.02348e-05 0.00105779 -0.000126154 6.74821e-05 0.000241829 -2.13094e-05 0.000281239 0.000678015 8.73738e-05 0.000903942 -0.00109097
internal_weight=0 0.0226732 0.0216392 0.0199183 0.0188443 0.0177077 0.0166685 0.0154369 0.00282139 0.0126155 0.0105068 0.00942996 0.00828287 0.0069717 0.0056772 0.00410656 0.00306755 0.00210868
internal_count=3121 2997 2894 2552 2500 2461 2366 2096 348 1748 1065 741 612 523 438 369 139 683
is_linear=0
shrinkage=0.00366245


Tree=1175
num_leaves=31
num_cat=0
split_feature=39 42 14 123 480 33 2 1456 124 13 453 42 3 16 3 133 1374 457 16 376 160 13 1213 42 52 3 12 42 42 4
split_gain=0.00128126 0.000919037 0.000639776 0.000737127 0.000534192 0.000518562 0.00112364 0.000580269 0.00059456 0.000699158 0.000641959 0.000635258 0.000651919 0.000589129 0.000612778 0.000548864 0.000479783 0.000593982 0.000472906 0.000470485 0.000443721 0.000379989 0.000372644 0.000483648 0.000439938 0.000333488 0.000225384 0.000197792 0.000505869 0.000252215
threshold=0.16946000000000003 -0.11051499999999999 0.076175000000000007 1.0000000180025095e-35 1.0000000180025095e-35 -0.0066799999999999993 -0.0091949999999999983 -1.0000000180025095e-35 -0.0037749999999999993 -0.39067499999999994 1.0000000180025095e-35 0.092145000000000019 -0.074084999999999998 0.25792000000000009 -0.14989499999999997 1.0000000180025095e-35 -0.094929999999999987 0.092360000000000012 0.27776000000000006 0.049360000000000008 0.10210000000000001 -0.063184999999999977 -1.0000000180025095e-35 0.088380000000000014 0.090245000000000006 0.12178000000000001 0.051320000000000005 -0.091729999999999992 -1.0000000180025095e-35 -0.077679999999999985
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 26 3 4 5 -3 -7 -8 -9 18 11 13 15 14 -11 21 -16 20 -10 -5 22 -13 -18 24 25 27 -1 -24 -29 -30
right_child=-2 2 -4 19 -6 6 7 8 9 10 -12 12 -14 -15 16 -17 17 -19 -20 -21 -22 -23 23 -25 -26 -27 -28 28 29 -31
leaf_value=-0.00042218682048368182 0.0013200473548145961 -0.00093253154628442352 -0.00086282471948965285 9.3141822917231328e-05 -0.00091725801700105443 0.0010490290249387645 -0.00095996457603015782 -0.00098499837266229962 0.0011403045536739938 0.00092732003521703939 -0.00088120936835491687 -0.00038866554151867615 -0.0012626226586318957 -0.00086129348302192905 -0.00064010373890579283 -0.00095751015550241277 -0.00057248165239742591 0.00092917910665084378 1.6690773273398413e-06 0.0011919359297316 -0.00070315552305683766 0.00058496988157154056 0.0008150495223579905 0.00088821824501970372 -0.00048410730170182509 -0.00037479867123790583 -0.0012513054767256881 -0.0005955913608577505 0.00077784958607220341 0.00018836330400047804
leaf_weight=0.0010248884452650478 0.0011775824418620564 0.0010424507004245234 0.0015398506735682096 0.0012994469677662926 0.0011839783333889011 0.00172743207887737 0.0011595516404838682 0.001049951678076865 0.001554674139438105 0.0016806996674230022 0.0014847514617137838 0.0012451556241792616 0.0011872966371029295 0.0010237602685121408 0.0014267292401584078 0.0010559506609917335 0.0011606891748392476 0.0015712517209749413 0.0010737956362731893 0.0014199962873129301 0.001172143039071206 0.0015882262246122991 0.0012472836212325004 0.0015935101344890521 0.0018104077685130457 0.0013596391899497462 0.0012886972780594697 0.0010537210740073659 0.0019877778368879717 0.0034698793743635058
leaf_count=37 23 24 87 106 234 71 242 42 79 50 57 88 141 180 47 160 301 51 9 139 67 14 41 90 159 20 142 214 37 169
internal_value=0 -7.53111e-05 -2.87338e-05 4.51418e-06 -4.56464e-05 -1.59295e-05 1.24372e-05 -4.35959e-05 -9.09366e-06 2.53515e-05 -3.76289e-05 1.1232e-05 -0.000406781 0.000114459 0.000165599 -0.000145518 9.38894e-05 0.000157641 0.000675143 0.000666893 7.60341e-05 0.000157097 0.000142783 0.000209081 0.000110057 0.000228026 -0.000884017 0.000333666 0.000241455 0.000403065
internal_weight=0 0.0424836 0.04017 0.0386302 0.0359107 0.0347267 0.0336843 0.0319568 0.0307973 0.0297473 0.0271189 0.0256341 0.00507663 0.0205575 0.0195337 0.00388933 0.017853 0.0164263 0.00262847 0.00271944 0.0148551 0.00283338 0.0136829 0.0125222 0.0109287 0.0091183 0.00231359 0.00775866 0.00651138 0.00545766
internal_count=3121 3098 2919 2832 2587 2353 2329 2258 2016 1974 1886 1829 403 1426 1246 262 1196 1149 88 245 1098 102 1031 730 640 481 179 461 420 206
is_linear=0
shrinkage=0.00131955


Tree=1176
num_leaves=18
num_cat=0
split_feature=151 1 15 3 42 2 3 15 1 47 52 3 12 48 16 3 16
split_gain=0.000117095 0.000203187 0.00045096 0.000287318 0.000182959 0.000314816 0.000198798 0.00020215 0.000179377 0.000326261 0.000219496 0.000195869 0.000260523 0.000235625 0.000239805 0.000159563 0.000133588
threshold=0.086470000000000005 0.12873500000000002 0.095175000000000023 0.11296500000000002 0.091735000000000025 0.10672500000000001 -0.15447499999999995 0.088345000000000021 0.094465000000000007 0.096300000000000011 -0.07167999999999998 0.10732000000000001 0.084100000000000022 0.085845000000000019 -0.056919999999999991 -0.097604999999999983 -0.091354999999999978
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -3 6 -6 -1 8 11 10 -10 12 13 14 -8 -14 -12
right_child=-2 3 -4 -5 5 -7 7 -9 9 -11 16 -13 15 -15 -16 -17 -18
leaf_value=0.0016131887289031529 0.001209540749571088 0.0022853658660981005 -0.002718608830330481 -0.00040702554462930101 -0.0022530000122626989 0.00068649432981017326 0.0014874365219234864 0.0013563173501309482 -0.00046921052650191559 -0.0012506631792532454 0.00076372476959569709 0.0008413439629560873 -0.0009416168074000929 -0.0020470283563998317 -0.0008378342705421363 -0.0032401249445483111 0.0027757327629265118
leaf_weight=0.0013912266585616147 0.0012926065428340286 0.0014308014090893542 0.0012228912873661893 0.0013762824819489872 0.001631429372612985 0.0010663292237247379 0.0014678762974256188 0.0015974905018359973 0.0010668102344641994 0.0014828980957295457 0.0010994913691080299 0.0013195121503599694 0.0010296951265207337 0.0010619926546183156 0.0016872816013857629 0.0011116234035256651 0.0012458606983152265
leaf_count=158 108 126 357 119 285 116 93 220 122 78 69 26 102 68 191 826 57
internal_value=0 -9.28742e-05 -0.000245341 0.000965316 -7.96997e-05 -0.00109112 9.56385e-05 -5.33507e-05 -0.000232459 0.000396874 0.00111288 -0.000633686 -0.000939785 -0.000332978 0.000243953 -0.00213484 0.00183251
internal_weight=0 0.0222895 0.0194824 0.00280708 0.0182595 0.00269776 0.0155618 0.0141705 0.012573 0.00489506 0.00341216 0.00767798 0.00635847 0.00421715 0.00315516 0.00214132 0.00234535
internal_count=3121 3013 2768 245 2411 401 2010 1852 1632 326 248 1306 1280 352 284 928 126
is_linear=0
shrinkage=0.004207


Tree=1177
num_leaves=18
num_cat=0
split_feature=457 11 4 3 151 0 403 52 15 133 13 12 15 15 16 2 457
split_gain=0.000117992 0.000179559 0.000202831 0.000378349 0.00032124 0.000219938 0.000172915 0.000256485 0.000604564 0.000372224 0.000342652 0.000210455 0.000360247 0.000220696 0.000482983 0.000142244 0.000116604
threshold=0.088350000000000026 0.089270000000000002 0.27834500000000006 0.10893000000000001 -0.086769999999999986 0.18019500000000002 0.092070000000000013 0.10160000000000001 -0.03241999999999999 -0.0061299999999999992 -0.084034999999999985 0.09857500000000001 1.0000000180025095e-35 -0.016799999999999995 -0.056919999999999991 0.09167500000000002 0.12052
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -4 -1 6 7 9 -9 -6 15 12 13 14 -12 -11 -2
right_child=16 -3 3 -5 5 -7 -8 8 -10 10 11 -13 -14 -15 -16 -17 -18
leaf_value=0.001623533509937323 0.0018721728132568925 -0.0017717206933147765 0.0029623011660939369 -0.00040014261689335392 -0.0022358866552308239 0.001479109661830342 0.00084022371661757569 0.00055287380812241919 -0.0035920058165678486 0.0022958658671488989 0.00024413476214480497 0.00085596356141828171 -0.0029271444614331812 0.000814457038987001 -0.0031949400401086272 0.00042323628461653153 3.9849098640856955e-05
leaf_weight=0.0014880728980051208 0.0010174727702230149 0.0010175336149349503 0.0010016524722207812 0.0012059609458789922 0.0014899871847516297 0.0010187595356256898 0.0015027432528829663 0.0010049927403817938 0.0013460448729586414 0.001052281157912836 0.0017624093435373283 0.0013953159105551394 0.0011404745881080647 0.0016128887332875798 0.0010749995616995411 0.0017939788626430975 0.001285157256038616
leaf_count=182 99 103 174 99 476 22 216 178 298 227 79 163 285 140 228 93 59
internal_value=0 -0.000114932 -3.01762e-05 0.00112549 -0.000174454 -0.000339663 -0.000461755 -0.000604847 -0.0018202 -0.000352483 -6.70731e-05 -0.000548899 -0.000899518 -0.000379899 -0.00105882 0.00111556 0.000849506
internal_weight=0 0.0209081 0.0198906 0.00220761 0.0176829 0.0161949 0.0151761 0.0136734 0.00235104 0.0113223 0.00983235 0.00698609 0.00559077 0.0044503 0.00283741 0.00284626 0.00230263
internal_count=3121 2963 2860 273 2587 2405 2383 2167 476 1691 1215 895 732 447 307 320 158
is_linear=0
shrinkage=0.00404364


Tree=1178
num_leaves=17
num_cat=0
split_feature=147 484 42 15 14 0 4 4 15 16 0 43 2 3 13 48
split_gain=0.000112932 0.000166022 0.000171339 0.000264846 0.000299781 0.000228556 0.000166532 0.000276308 0.000216321 0.000477302 0.000307162 0.0001537 0.000324416 0.000183984 0.000217575 0.000116359
threshold=0.089025000000000007 -0.0068949999999999992 0.10256000000000001 -0.10653 -0.22253999999999999 -0.077999999999999986 -0.033174999999999989 -0.0029599999999999995 0.091295000000000015 -0.094359999999999986 -0.11991499999999998 0.093175000000000022 0.10097500000000002 0.076840000000000006 -0.017449999999999997 0.095090000000000022
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 6 -5 -8 9 -9 -11 12 13 14 -7 -6
right_child=-2 2 -4 5 15 11 7 8 -10 10 -12 -13 -14 -15 -16 -17
leaf_value=-0.0015915288075594039 0.0014310480068817283 -0.00077215851493409992 -0.0013413410867463725 -0.0018750827274383727 0.0029212233510138145 -0.00019663454971117033 0.0015754757216685472 -0.0030418760912778141 0.0011035029042659617 0.0019386294874648687 -0.0013151286613445302 0.0019521638862820964 -0.0016142363815824139 -0.00075199665646892816 0.0024563163486043304 0.00095709460584670215
leaf_weight=0.0014303159554895075 0.0010587358517089021 0.0010769074388655708 0.0017664214375807943 0.0017530241980955293 0.0014798084084972586 0.0010066665412651332 0.001310333911564654 0.0017463485202104945 0.0010341178020212283 0.0010482305326142694 0.0014122076361516847 0.0012404047760176673 0.0015100536674679255 0.0010416857619572895 0.0017650786110234929 0.0010833811752806177
leaf_count=492 124 81 300 665 207 119 246 125 35 32 117 62 248 42 142 84
internal_value=0 -9.20599e-05 1.3723e-05 0.00014305 0.00124398 -0.000126485 -0.000628448 -0.000294865 -0.000762488 -0.00122119 7.10832e-05 0.000508569 0.000172203 0.000879602 0.00149279 0.00209105
internal_weight=0 0.021705 0.0202747 0.0185082 0.0036401 0.0148682 0.00830426 0.00655124 0.0052409 0.00420679 0.00246044 0.00656389 0.00532348 0.00381343 0.00277175 0.00256319
internal_count=3121 2997 2505 2205 372 1833 1220 555 309 274 149 613 551 303 261 291
is_linear=0
shrinkage=0.00455379


Tree=1179
num_leaves=31
num_cat=0
split_feature=31 151 156 4 41 1213 150 158 16 1429 156 38 48 43 4 3 160 48 403 131 16 15 4 42 15 47 47 14 4 13
split_gain=0.00157367 0.00117364 0.00110607 0.00115923 0.00114279 0.00109063 0.000934515 0.0012066 0.000703313 0.000637649 0.00106134 0.00070312 0.00078044 0.000619815 0.00121574 0.000833517 0.000771541 0.000828917 0.000660541 0.000702673 0.000573585 0.00123474 0.000764132 0.000649106 0.000782845 0.000981017 0.000557229 0.000800518 0.000446892 0.000446078
threshold=-1.0000000180025095e-35 -0.5145249999999999 -1.0000000180025095e-35 0.27834500000000006 0.078475000000000017 -0.082704999999999987 -0.22665999999999997 0.094245000000000009 -0.54165499999999989 0.084545000000000009 0.080810000000000007 0.088570000000000024 0.091150000000000023 -0.50775499999999985 -0.51843499999999987 0.149315 -0.22361499999999998 0.086035000000000014 -1.0000000180025095e-35 0.10033500000000002 -0.083134999999999987 0.035560000000000008 0.25615500000000008 1.0000000180025095e-35 -0.016799999999999995 0.09550500000000002 0.096475000000000019 -0.46596499999999991 -0.39518999999999993 -0.0057949999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 5 -4 -7 9 -5 10 11 12 13 -8 -15 16 -16 18 -18 20 22 23 -20 24 25 -22 27 -10 -14 -30
right_child=1 2 3 8 -6 6 7 -9 26 -11 -12 -13 28 14 15 -17 17 -19 19 -21 21 -23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=0.0014006881857274766 -0.0013456337226965182 -0.0014004047087131314 -0.0014003885150064984 0.0014004658428083804 -0.001230894105123604 0.0011643914308772792 0.00070059896640382825 -0.0013040534368355917 -0.00019921469060102428 0.00078610776344752186 -0.00084123112383356342 -0.00088102824220101495 0.0012791171210010783 -0.0013188125645516437 -0.0012495937118041087 0.00078236027773066427 -0.00095162104941098641 -0.0011701059490871457 0.00046031483826487301 0.0011518020796973001 -0.0013515639209439822 -0.0014004825051029163 -0.00066104472493757943 -0.00097803020726333839 0.00074137392180970423 0.0003795639690515864 -0.00059741014907272935 0.0010668949865439655 0.0008048287712544576 5.755360018847279e-05
leaf_weight=0.0014974813516217536 0.0013460462882335369 0.0011183046333362858 0.0011099176590063644 0.0014967427691985336 0.0016071998334368223 0.0013225370386464865 0.0020830105533597978 0.001411275508504283 0.0016653381167976988 0.0019895117614909799 0.0029040390500998372 0.0015620563640617027 0.001136517427482886 0.0014952443259090729 0.0010925136674639893 0.0023090781123897832 0.0012558006752199083 0.0012001417064759759 0.0072167268468667882 0.0011623274660266239 0.0010830390760778741 0.0014786728781821523 0.0014272718285095465 0.0010707263372689013 0.0027363374169056265 0.0015759662396419571 0.0010553293154451637 0.0023767797908185164 0.0024656084273173562 0.0042950622913191516
leaf_count=86 50 163 288 51 96 15 34 146 42 110 278 29 13 19 138 29 453 73 170 35 44 124 29 118 45 12 22 171 146 92
internal_value=0 -5.3863e-05 -2.20772e-05 6.68825e-06 -7.04673e-05 -2.93721e-05 4.9987e-06 -3.07011e-05 0.000556503 1.256e-05 -2.63522e-05 3.82233e-05 7.91514e-05 -3.34124e-05 -9.43175e-05 -1.67644e-05 -0.000103397 -4.14271e-05 2.98405e-05 9.92741e-05 2.55264e-05 -0.000246078 0.000275159 1.79135e-05 0.000215562 -0.000325541 0.000308694 0.000545262 0.000466663 0.000330084
internal_weight=0 0.0560491 0.0547031 0.0535848 0.0469906 0.0453834 0.0442735 0.0429509 0.00659419 0.0415397 0.0395501 0.0366461 0.035084 0.0271869 0.0251038 0.0236086 0.0212995 0.020207 0.0190069 0.0177511 0.0165887 0.00794474 0.008644 0.00646607 0.00539534 0.00265901 0.00509745 0.00404212 0.00789719 0.00676067
internal_count=3121 3035 2985 2822 2536 2440 2152 2137 286 1991 1881 1603 1574 1323 1289 1270 1241 1103 1030 577 542 343 199 219 101 56 235 213 251 238
is_linear=0
shrinkage=0.00140032


Tree=1180
num_leaves=31
num_cat=0
split_feature=39 31 42 14 151 4 150 158 14 33 9 41 155 1429 1213 15 49 160 1213 4 13 47 12 49 4 48 457 15 42 49
split_gain=0.00127507 0.0012495 0.0011057 0.000952907 0.00100828 0.00112423 0.00102093 0.000912359 0.00084218 0.000758506 0.00115328 0.000715453 0.000711385 0.000700868 0.00108231 0.000631383 0.000872918 0.000663019 0.0007228 0.000805311 0.000803815 0.000598888 0.000516363 0.000496649 0.000460577 0.000448017 0.000560409 0.000545489 0.00050398 0.000940716
threshold=0.16946000000000003 -1.0000000180025095e-35 -0.26584999999999998 0.076175000000000007 -0.5145249999999999 0.27834500000000006 -0.22665999999999997 0.094245000000000009 -0.46885499999999997 -0.0066799999999999993 0.09055500000000001 0.079300000000000009 0.088610000000000008 0.084545000000000009 -1.0000000180025095e-35 -0.095869999999999983 0.10969000000000002 -0.098904999999999979 0.039620000000000009 -0.52556499999999995 -0.39067499999999994 0.10783500000000001 0.10711000000000002 -0.016249999999999997 -0.15464999999999998 -1.0000000180025095e-35 -0.0029299999999999994 -0.090344999999999995 0.091295000000000015 -0.054319999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 -4 6 -6 9 -7 -8 11 12 13 14 -11 16 21 24 19 -19 -21 23 25 -16 -17 -22 -27 -28 29 -29
right_child=-2 2 3 -5 5 8 7 -9 -10 10 -12 -13 -14 -15 15 17 -18 18 -20 20 22 -23 -24 -25 -26 26 27 28 -30 -31
leaf_value=0.0013731420949052884 0.0013733995611836997 -0.0013731466156739771 -0.0012678978446836447 -0.0009480912760002323 0.0011039954604450705 -0.00035994740704698992 -0.0012397990101521274 -0.0012633730040117279 0.00079762591871798921 -0.0013729082855763637 0.0013719648610974935 -0.0011434860394996147 -0.0011410888706502903 0.00084833431105593531 -7.4790422124870751e-05 7.5331523623862952e-05 0.00076289405869234197 -0.00076744288758891135 -0.00088414890517163227 0.0010458580770576712 -0.00049271375651968564 0.00013960428536104657 -0.00076465666494983831 -0.0011972426125699642 -0.001162506369538541 -0.00061027067982412787 0.0010935083964284441 -0.00065085549393829694 0.00074948957424153051 0.00034567293004160855
leaf_weight=0.0011295035852292292 0.0012020861486448089 0.0012289099570104147 0.0011869671221802483 0.0021630590609138514 0.0013518868858568558 0.0015341817520564405 0.0010220053697338463 0.0012500854389303475 0.005198212322026218 0.0011388662938596186 0.001058160616537406 0.0011583232229668275 0.0010881469220087583 0.0016911456008998895 0.0010032401495863041 0.0010050232760221434 0.0010158144762897336 0.0015062494118076438 0.0012137215122756109 0.0022579149612624817 0.001471236538328923 0.0014083458859204256 0.0010321503672590096 0.0028637660584660508 0.0012985203966406891 0.0011903355810094487 0.0017313627590236262 0.0022773316775328576 0.003240076371537449 0.0082650210786634794
leaf_count=84 23 18 49 99 15 36 22 176 242 407 7 56 177 154 29 25 32 24 212 50 61 23 61 153 199 78 69 65 154 321
internal_value=0 -5.58962e-05 -8.58703e-05 -5.58073e-05 -1.75565e-05 1.25649e-05 -6.99344e-05 -0.000108467 0.000533837 -7.23161e-05 -4.16549e-05 -8.11682e-05 -4.76378e-05 -1.42249e-05 -5.72307e-05 -1.15207e-05 -0.000402483 8.13334e-05 0.000148365 0.000202918 0.00027101 -0.000626886 0.000179923 -0.000906038 -0.000622445 0.000233564 0.000297532 0.000367186 0.000275944 0.000130405
internal_weight=0 0.0549796 0.0538501 0.0526212 0.0504581 0.0492711 0.0425387 0.0411868 0.00673239 0.0399368 0.0389148 0.0378566 0.0366983 0.0356101 0.033919 0.0327801 0.00629117 0.0264889 0.0241854 0.0229717 0.0214654 0.00527535 0.0192075 0.00386701 0.00230354 0.0181754 0.0167041 0.0155138 0.0137824 0.0105424
internal_count=3121 3098 3014 2996 2897 2848 2570 2555 278 2379 2357 2350 2294 2117 1963 1556 237 1319 1095 883 859 205 809 182 224 748 687 609 540 386
is_linear=0
shrinkage=0.00137286


Tree=1181
num_leaves=31
num_cat=0
split_feature=31 151 401 457 14 52 375 33 1456 133 38 3 124 1456 1366 15 128 159 1374 51 160 133 43 4 40 47 15 16 49 15
split_gain=0.00125899 0.00114624 0.0011566 0.00112824 0.00117846 0.00106457 0.00107001 0.000977882 0.000960403 0.00100915 0.000861075 0.0015192 0.000948504 0.00128515 0.00133594 0.000860522 0.00128485 0.00127931 0.00104298 0.00088203 0.000658502 0.000711465 0.00069185 0.00104941 0.000902181 0.000764824 0.00100281 0.0011482 0.000724832 0.000761909
threshold=-1.0000000180025095e-35 -0.5145249999999999 0.10076500000000001 0.5717850000000001 0.076175000000000007 -0.53299999999999992 0.087420000000000012 -0.0066799999999999993 -1.0000000180025095e-35 -0.25159999999999993 0.12566000000000002 0.30112000000000005 -1.0000000180025095e-35 0.075120000000000006 -1.0000000180025095e-35 -0.10653 0.089290000000000022 0.091530000000000014 0.093235000000000012 -0.076794999999999988 -0.40698999999999991 0.18829500000000002 -0.51144999999999985 -0.49013999999999996 -1.0000000180025095e-35 0.09550500000000002 -0.095869999999999983 0.22339500000000004 -0.069799999999999987 0.079055000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 5 -3 7 -7 -9 -10 11 12 -11 14 -14 19 17 18 20 -16 -17 22 -22 -24 -25 26 -26 28 -28 -30
right_child=1 2 -4 -5 -6 6 -8 8 9 10 -12 -13 13 -15 15 16 -18 -19 -20 -21 21 -23 23 24 25 -27 27 -29 29 -31
leaf_value=0.0014862483008344729 -0.0013772120961257246 -0.0012648835115770557 -0.0014449153118255436 -0.0014540157317273128 -0.0010764602318676961 -0.0011245811741604844 -0.0013437583944856527 -0.00087563922640119618 -0.00089616274764154659 0.00099640584350025631 -0.0010650603220062338 0.0014861619519604104 -0.0014862236561672354 -0.0014861314931759032 -0.00057578036520360121 -0.00080203190758019755 -0.0014862483019275371 -0.00098164722837313116 -0.0011766776854716878 0.00088948946730447076 0.0012738640628074561 -0.00061851653055327769 -0.00085813951058684717 -0.0008459457535965933 -0.00085011013396446978 0.0011133636576066116 8.8505641524254936e-05 -0.00064113534846048251 0.00098989613819514509 0.00027413886885560985
leaf_weight=0.0011757335876501065 0.0014383181316190976 0.0013198909240721415 0.0012624919237476098 0.0011712236921539434 0.0021012193316938257 0.0013796552802887154 0.0011367902848995462 0.0019799509874967028 0.0018679877128153768 0.0030369621754600109 0.0011361501748297078 0.0020832370687884341 0.0010430874245663793 0.0010497841471455152 0.0010592592148128688 0.0011899673274262659 0.0010628511985752978 0.0020109362075864104 0.0011153555432095166 0.0063196400845555436 0.0017801018241243574 0.0016798667321253893 0.00158025556402206 0.0012511994375188342 0.0014423350255157097 0.0033110975628005681 0.005621154067483757 0.002006142218071715 0.0087196390783424171 0.0052685214111516396
leaf_count=86 50 188 164 9 87 29 30 259 166 133 11 106 41 209 18 116 91 97 22 175 8 212 21 32 22 34 93 43 186 383
internal_value=0 -6.48466e-05 -3.62409e-05 -8.7637e-06 1.7871e-05 5.52894e-05 8.42671e-05 0.000111784 0.00014139 0.000177584 0.000214888 0.000242518 0.000191264 0.000139798 0.000176536 0.000214723 0.000124634 0.000170937 0.000237224 0.000679146 0.000283812 0.000323374 0.000374447 0.000319617 0.000387001 0.000445504 0.0003496 0.000429653 0.0005392 0.000720312
internal_weight=0 0.0674251 0.0659868 0.0647243 0.063553 0.0614518 0.0601319 0.0589951 0.0576155 0.0556355 0.0537675 0.0526314 0.0505482 0.0475112 0.0464614 0.0454183 0.0380394 0.0369766 0.0349656 0.0073789 0.0338503 0.0326603 0.0309804 0.0292003 0.0276201 0.0263689 0.0230578 0.0216155 0.0196093 0.0139882
internal_count=3121 3035 2985 2821 2812 2725 2537 2507 2478 2219 2053 2042 1936 1803 1594 1553 1360 1269 1172 193 1150 1034 822 814 793 761 727 705 662 569
is_linear=0
shrinkage=0.00148603


Tree=1182
num_leaves=20
num_cat=0
split_feature=1447 453 4 403 1 52 51 160 151 160 13 43 16 0 13 1 51 3 2
split_gain=0.000126016 0.000157708 0.000296495 0.000156797 0.000137654 0.000135841 0.000141132 0.000155306 0.000196892 0.000247836 0.000177674 0.000311716 0.000190748 0.000391408 0.000401616 0.00018354 0.000138825 0.000115497 6.96036e-05
threshold=-1.0000000180025095e-35 1.0000000180025095e-35 0.27287000000000006 -1.0000000180025095e-35 0.111945 -0.24456499999999998 0.12547500000000003 0.10210000000000001 -0.086944999999999981 -0.082869999999999985 0.19762500000000002 -0.04652499999999999 -0.056919999999999991 -0.10224499999999999 -0.014169999999999999 0.091195000000000012 -0.35172999999999993 0.097915000000000016 0.090050000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 -4 16 7 8 -7 -10 11 18 13 15 -15 -13 -5 -14 -11
right_child=1 -3 4 5 -6 6 -8 -9 9 10 -12 12 17 14 -16 -17 -18 -19 -20
leaf_value=-0.0013861502299215263 -0.0014044294383877116 -0.0014536559730488087 0.00053367493513577821 0.00010902393520921716 0.0023801678413510395 0.0016767374956427508 0.0015336298508210168 -0.0013990739925833729 -0.0014932788035557042 0.0022448694471941663 -0.0011565665819170607 0.00039194958380879937 -0.001853044902316456 -0.00039126065828548839 0.0028244997399110108 -0.0018820588571700451 -0.0019400016355899735 -7.1227838141283388e-05 0.00090575318198984119
leaf_weight=0.0010154623712145807 0.0012645678573152122 0.001057119901267888 0.0013798727960505621 0.0010429618976701138 0.0011746472874712977 0.0012496581591880948 0.0011033971246789944 0.0010586851853573451 0.0014852155824756083 0.0013402403574465094 0.0012733626660068617 0.0010995305186369802 0.0011212331054948951 0.001029045413671879 0.0015001545889294938 0.0011322129295692207 0.0010356911889609034 0.0011665685482213917 0.0011196008961130155
leaf_count=300 658 78 82 54 240 148 97 108 260 172 50 46 101 179 103 42 259 35 109
internal_value=0 4.13733e-05 0.00011462 -5.56793e-05 0.00138275 4.03692e-05 0.000166618 6.31326e-05 0.000177658 2.49463e-05 0.000234082 0.000420314 -3.71088e-06 0.000448363 0.00151612 -0.000761705 -0.000911905 -0.000944482 0.00163537
internal_weight=0 0.0226338 0.0215766 0.0190221 0.00255452 0.0177576 0.0156789 0.0145755 0.0135168 0.0122672 0.0107819 0.00950859 0.00704875 0.00476094 0.0025292 0.00223174 0.00207865 0.0022878 0.00245984
internal_count=3121 2821 2743 2421 322 1763 1450 1353 1245 1097 837 787 506 370 282 88 313 136 281
is_linear=0
shrinkage=0.00396435


Tree=1183
num_leaves=18
num_cat=0
split_feature=41 2 124 42 43 16 52 52 52 403 42 0 2 3 15 4 15
split_gain=0.000118394 0.000160543 0.00013849 0.000180736 0.000216611 0.000254932 0.000338886 0.000235257 0.000265151 0.000160992 0.000156655 0.000323361 0.000275876 0.000364445 0.000163773 0.000146075 0.000126243
threshold=0.078475000000000017 -0.0091949999999999983 0.0049200000000000008 -1.0000000180025095e-35 -0.12152999999999999 0.22339500000000004 -0.23375999999999997 0.19022000000000003 0.10024500000000001 0.03138500000000001 0.086325000000000013 -0.084269999999999984 0.11215000000000001 0.090900000000000009 -0.092489999999999989 0.015030000000000002 -0.094549999999999981
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 9 -5 7 -7 8 10 -3 11 12 13 16 -15 -12 -6
right_child=-2 2 -4 4 5 6 -8 -9 -10 -11 15 -13 -14 14 -16 -17 -18
leaf_value=0.0012277841834645563 -0.0010390980389274047 -0.0017291370743520635 0.0012837181413518624 0.0013488898606663726 0.00030222770632266346 5.7068726480905364e-05 -0.0028732536471125607 -0.0013816539982669108 0.0019449934384418071 9.8290777387809327e-05 -0.0017225340943524431 0.0018121732438339069 -0.0013188378135302247 0.00048710888500979693 0.0025564439352866409 0.00022918702246262716 -0.0013913827344470323
leaf_weight=0.0015100897882111544 0.0014802792195540695 0.0016552605861065431 0.001054073794267473 0.001598159618512617 0.0012124416535124185 0.0012210375333433499 0.0010033287604063199 0.0013264171708045067 0.0011955722741420214 0.0011334587995688317 0.0011448730083323264 0.0016263723970999519 0.0017464476961293052 0.0010355242006596654 0.001101433884137748 0.0010048815447168402 0.0012448713080954743
leaf_count=158 148 635 56 71 87 228 80 265 157 163 401 123 114 25 43 109 258
internal_value=0 5.26486e-05 -3.47503e-05 -0.000106945 4.20412e-05 -9.84772e-05 -0.00126469 0.00010677 0.000281293 -0.00098639 8.46824e-05 0.000326154 -5.50053e-05 0.000425423 0.00155369 -0.000810221 -0.000555753
internal_weight=0 0.0218142 0.0203042 0.0192501 0.0164614 0.0148632 0.00222437 0.0126388 0.0113124 0.00278872 0.0101168 0.00796709 0.00634072 0.00459427 0.00213696 0.00214975 0.00245731
internal_count=3121 2973 2815 2759 1961 1890 308 1582 1317 798 1160 650 527 413 68 510 345
is_linear=0
shrinkage=0.0037357


Tree=1184
num_leaves=17
num_cat=0
split_feature=1 15 15 2 1 0 43 52 16 42 133 1 4 48 16 160
split_gain=0.000117846 0.000229901 0.000243322 0.000213551 0.000386912 0.000416362 0.000222973 0.000128763 0.000188447 0.000281269 0.000170547 0.000263373 0.000254615 0.000243184 0.000221562 0.000278694
threshold=0.104035 -0.016799999999999995 0.035560000000000008 1.0000000180025095e-35 0.11181500000000001 -0.15202999999999997 -0.076124999999999984 -0.11592499999999999 0.19444000000000003 0.092620000000000022 0.089755000000000015 1.0000000180025095e-35 -0.083854999999999985 0.086035000000000014 -0.087989999999999985 -0.023379999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 3 -3 6 -5 -6 -2 -1 9 10 11 12 -9 14 -13 -16
right_child=1 2 -4 4 5 -7 -8 8 -10 -11 -12 13 -14 -15 15 -17
leaf_value=-0.0015453099916342174 -0.0023606375102973205 0.0028591950366850475 0.00025670514192870141 0.00273937629065637 -0.0020197154470444063 0.0011980007267654157 0.00015127950791275454 5.7709589132398003e-05 0.0011396823589403999 -0.0020903241703276051 0.0010800966922812608 0.0020707792547218404 -0.0025363805054090922 -0.0012708418738500238 0.0015935740166828486 -0.0010389088751796677
leaf_weight=0.0011912028018595542 0.0011257771499408875 0.0011102733123597996 0.0013594738876783197 0.0010075990925990652 0.0012410288051825091 0.0015244118475471469 0.0012900118158831742 0.0011355664792652743 0.0017289920425629388 0.0013484816295171185 0.0017643648146106203 0.0013263658974338455 0.0014859069301516557 0.0014726834331035832 0.0011509088395789124 0.0016868434320267411
leaf_count=393 103 91 63 75 53 209 97 212 71 371 265 110 650 89 116 153
internal_value=0 0.00036276 0.00142665 -6.18025e-05 0.000551257 -0.000245993 -0.00101929 -0.000247003 -0.000128947 -0.000321844 -8.39063e-05 -0.000332593 -0.00141268 0.000169714 0.000679182 2.87487e-05
internal_weight=0 0.00865858 0.00246975 0.00618883 0.00377304 0.00276544 0.00241579 0.0142913 0.0131001 0.0113711 0.0100226 0.00825828 0.00262147 0.0056368 0.00416412 0.00283775
internal_count=3121 691 154 537 337 262 200 2430 2037 1966 1595 1330 862 468 379 269
is_linear=0
shrinkage=0.00412451


Tree=1185
num_leaves=31
num_cat=0
split_feature=31 401 14 151 16 150 1456 1374 457 52 133 38 3 484 457 1213 160 42 15 133 376 1 43 52 159 0 0 13 47 457
split_gain=0.00142222 0.000925932 0.000864883 0.000910058 0.000902957 0.00079861 0.000821377 0.000669498 0.000623777 0.000640762 0.000743589 0.000606312 0.000920366 0.000682093 0.000622188 0.000635865 0.000606674 0.000785908 0.00144613 0.00124729 0.000622391 0.000613193 0.00073961 0.000915483 0.000815447 0.000887442 0.00152075 0.000870957 0.000703223 0.000403106
threshold=-1.0000000180025095e-35 0.10076500000000001 0.076175000000000007 -0.5145249999999999 -0.53943499999999989 -0.22665999999999997 -1.0000000180025095e-35 -0.094929999999999987 0.10259500000000001 -0.52017999999999986 -0.25159999999999993 0.10386000000000002 0.30112000000000005 -0.079734999999999986 -0.0029299999999999994 -1.0000000180025095e-35 -0.26568499999999995 0.088200000000000014 0.10017500000000001 0.091580000000000009 0.11430500000000002 0.111945 0.093175000000000022 0.10473500000000001 0.094385000000000011 -0.11991499999999998 -0.084269999999999984 -0.084034999999999985 0.094825000000000007 -0.087299999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 -5 -6 -7 -8 9 -9 -11 12 13 -12 29 -16 -17 18 20 -19 21 22 23 24 25 -18 28 -28 -27 -15
right_child=1 -3 -4 4 5 6 7 8 -10 10 11 -13 -14 14 15 16 17 19 -20 -21 -22 -23 -24 -25 -26 26 27 -29 -30 -31
leaf_value=0.0013462415605995951 -0.0012515917037055669 -0.0013107409315518104 -0.00093080957008253445 0.0010194104470532366 0.00096914154834862093 -0.0010508923101894493 -0.00076800116876018707 -0.0009591761789782174 0.00091313832416265416 -0.00088809687367329094 -0.00089221682089308998 -0.00084780623357195919 0.0013460023111119582 8.9199924256658347e-05 -0.00071056603714929085 -0.00070158476331037736 0.00095817485539016561 0.00093211411232069718 -0.0012821073285810864 -0.00037594272748645295 -0.00072449394126603266 0.00084699396804566304 0.00099529095269533302 -0.0011882687795084176 -0.00073525503448161893 -0.0013461310763326264 0.0012541272702829499 6.8584840190857621e-05 8.5782627485531823e-05 -0.0010251504205399861
leaf_weight=0.0013233985375618032 0.0010373895315183282 0.0010619314514854752 0.0019004330009977357 0.0015912585784132452 0.0014531852106642864 0.0014229482392085204 0.0020152354528093488 0.0012336859357036092 0.0013893510317330984 0.0015429445945382972 0.0013066941531165712 0.0012680830247262511 0.0010412226728035981 0.0010136300945067234 0.0014677765057546912 0.0012956771307259798 0.002660699537507567 0.0055288901981480612 0.0012791923855193224 0.0017349988513408743 0.0012363924276996832 0.0027476488941076118 0.0016709335629769848 0.0010075709630541505 0.0016290187884493443 0.0015681325686971292 0.0017571662762634289 0.0031083850381304146 0.0010290339503136181 0.0014007028205220698
leaf_count=86 49 164 88 66 24 267 40 196 33 166 227 30 90 60 315 149 63 150 26 184 8 81 17 21 49 169 16 208 17 62
internal_value=0 -6.7247e-05 -4.04827e-05 -4.81488e-06 2.30597e-05 -1.23226e-05 -4.52188e-05 -1.10925e-05 2.71197e-05 -4.8304e-06 2.67387e-05 6.62203e-05 9.98321e-05 6.1033e-05 9.97936e-05 0.000153171 0.000198042 0.00024128 0.000101713 0.000619681 0.00019784 0.000264223 0.000153263 4.29988e-05 0.000148559 0.000290779 5.28306e-05 0.000496737 -0.000778787 -0.000557303
internal_weight=0 0.0504002 0.0493383 0.0474378 0.0464005 0.0448092 0.043356 0.0419331 0.0399178 0.0385285 0.0372948 0.0357518 0.0344838 0.0334425 0.0321358 0.0297215 0.0282537 0.0269581 0.0196942 0.00726389 0.018415 0.0171786 0.0144309 0.01276 0.0117524 0.0101234 0.00746272 0.00486555 0.00259717 0.00241433
internal_count=3121 3035 2871 2783 2734 2668 2644 2377 2337 2304 2108 1942 1912 1822 1595 1473 1158 1009 675 334 649 641 560 543 522 473 410 224 186 122
is_linear=0
shrinkage=0.00134594


Tree=1186
num_leaves=31
num_cat=0
split_feature=39 9 42 401 151 156 4 41 156 33 14 38 3 1374 150 158 9 52 483 1374 0 147 39 3 49 160 160 403 15 403
split_gain=0.00183432 0.00134755 0.00124047 0.00117821 0.00121634 0.00115258 0.00113272 0.00117096 0.000829329 0.000785128 0.000829445 0.000821588 0.00105794 0.000898637 0.000841254 0.0012194 0.000877425 0.00121691 0.000785555 0.000841906 0.000981221 0.000825114 0.000770036 0.00101333 0.000855822 0.00093861 0.000932188 0.00118678 0.00110923 0.00209971
threshold=0.16946000000000003 -0.036024999999999995 -0.11051499999999999 0.10076500000000001 -0.5145249999999999 -1.0000000180025095e-35 0.27287000000000006 0.078475000000000017 0.10499000000000001 -0.0066799999999999993 0.077685000000000018 0.091770000000000004 0.30112000000000005 0.086000000000000007 -0.17852999999999997 0.093740000000000018 0.091600000000000015 0.41423000000000004 0.0015150000000000003 -0.094929999999999987 -0.23001499999999997 0.089365000000000014 -1.0000000180025095e-35 0.149315 0.0021350000000000002 -0.089974999999999986 -0.065039999999999987 -1.0000000180025095e-35 0.088235000000000022 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 -4 -6 7 8 9 -7 11 12 13 14 -11 16 17 18 19 -16 -21 22 -22 24 25 -24 -27 -28 29 -29
right_child=-2 2 3 -5 5 6 -8 -9 -10 10 -12 -13 -14 -15 15 -17 -18 -19 -20 20 21 -23 23 -25 -26 26 27 28 -30 -31
leaf_value=0.0013462363186352842 0.0013466697223848514 -0.00087055677585031409 -0.0012387997763827661 -0.001305042217725844 -0.0013460066978958655 -0.0011051619682256849 0.00055315520601262054 -0.0011452461258113634 -0.0011515494050403365 0.0012816939027452169 -0.00082237296069330793 -0.00081495657183044555 0.0013460416498893932 -0.0010396310870026259 -0.00065523602427165479 -0.0012029707882617875 0.0013467483474717786 -0.0013460345988505055 -0.00096219970431710221 0.0010870642001048715 -0.00059707515945256343 -0.001024228727597395 -0.0011419309777034707 0.0013463591418168242 0.00083876194036910218 0.0010780589787832736 -0.0011280272119914489 0.00017406651434795378 0.00061639679500472358 -0.0013323746241161942
leaf_weight=0.0012306094627541056 0.0017494454108017967 0.0033717438505527211 0.0014161852314771286 0.0012910883663894692 0.0010935428936038596 0.0010584508161315389 0.0070903489235840658 0.0016239612286028651 0.0010785906218870869 0.0011264638882835234 0.0018287575183748564 0.0017058385500625653 0.0012732829045916097 0.0012155445077173246 0.0020456338231369378 0.0012561251398561782 0.0010691260753219458 0.0010116894826914793 0.0011167683915167528 0.0022784484878570618 0.0019957278891524757 0.0010099417599604968 0.001022522341486364 0.0014952133842598405 0.0034255339254123376 0.0019040516951704936 0.0013462352509177036 0.011231104915136583 0.0068611057380394405 0.0019701581040152414
leaf_count=89 23 178 48 154 154 16 270 73 130 10 50 33 53 54 32 152 5 127 154 23 13 27 108 8 186 42 455 202 152 100
internal_value=0 -4.92973e-05 -7.5234e-05 -3.25612e-05 -5.86945e-06 2.31666e-05 4.85262e-05 -2.03472e-05 1.59517e-05 4.15215e-05 6.67078e-05 0.000101779 0.000136799 0.000101306 0.000134197 0.0001027 0.000143926 0.000110709 0.000149798 0.000183742 0.00023343 0.000173143 0.000211838 0.000267019 0.000208884 0.00012022 0.000175579 9.53142e-05 0.000177403 -5.07549e-05
internal_weight=0 0.0674438 0.0662132 0.0628414 0.0615504 0.0601342 0.0590406 0.0519503 0.0503263 0.0492477 0.0481893 0.0463605 0.0446547 0.0433814 0.0421659 0.0410394 0.0397833 0.0387141 0.0377024 0.0365857 0.03454 0.0322616 0.0312517 0.0292559 0.0277607 0.0243352 0.0233127 0.0214086 0.0200624 0.0132013
internal_count=3121 3098 3009 2831 2677 2629 2475 2205 2132 2002 1986 1936 1903 1850 1796 1786 1634 1629 1502 1348 1316 1293 1266 1253 1245 1059 951 909 454 302
is_linear=0
shrinkage=0.00134594


Tree=1187
num_leaves=17
num_cat=0
split_feature=124 40 48 4 457 1 52 484 160 52 15 0 16 0 43 2
split_gain=0.000125571 0.000208779 0.000206605 0.000263687 0.000336371 0.000241075 0.000240242 0.00023577 0.000212752 0.000248591 0.000254919 0.000161737 0.000135758 0.000304208 0.000125767 0.000105495
threshold=-0.043384999999999993 -0.063404999999999989 0.12649500000000002 0.0061450000000000003 0.092360000000000012 0.12500000000000003 1.0000000180025095e-35 0.085515000000000022 0.086870000000000017 -0.087769999999999987 -0.031204999999999997 -0.17169499999999996 -0.056919999999999991 -0.10224499999999999 0.0061450000000000003 0.088300000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 7 5 6 11 8 9 -3 -11 -5 13 -13 15 -12
right_child=1 2 -4 4 -6 -7 -8 -9 -10 10 14 12 -14 -15 -16 -17
leaf_value=0.00098593562799526957 -0.0016031128529830276 -0.0021235717724065982 -0.0015462367739706388 0.0017947306917458332 0.0027440752883641302 0.0018098229364256818 -0.0015843563008856784 0.0011317866253039547 -0.0022547967706469741 0.0016462474739164931 -9.8489671998246706e-05 -0.00068078848074745475 -0.0010615750345591194 0.0020069684662182533 0.0008025000012833669 -0.0014293102469492194
leaf_weight=0.0018792764671116116 0.0014188696824128924 0.0011042877040357817 0.0013172471331337468 0.0010474837489908859 0.0010667419782404161 0.0014560468457327502 0.0012744030521858463 0.0014965183886933584 0.0011155856701527966 0.0011836935948114618 0.0019103276792553116 0.001543416697217026 0.0013062692555225169 0.0012431395673835341 0.001045384308281605 0.0019869797223903696
leaf_count=259 109 317 74 35 50 114 192 235 162 216 629 53 129 68 234 245
internal_value=0 -0.000104011 1.82483e-06 0.000110406 0.000613231 0.000324432 -1.27299e-05 -0.000346172 -0.000611177 -0.00035759 -3.92702e-05 0.000376913 1.40487e-05 0.000518275 -0.000442924 -0.000776987
internal_weight=0 0.0215164 0.0200975 0.0187803 0.0089375 0.00787076 0.00641471 0.00984278 0.00834626 0.00723067 0.00612639 0.00514031 0.00409283 0.00278656 0.00494269 0.00389731
internal_count=3121 2862 2753 2679 641 591 477 2038 1803 1641 1324 285 250 121 1108 874
is_linear=0
shrinkage=0.00404364


Tree=1188
num_leaves=31
num_cat=0
split_feature=31 39 151 2 42 16 403 1213 484 1374 457 123 13 13 42 33 9 133 159 47 43 4 12 49 15 12 15 13 0 16
split_gain=0.0014131 0.00129624 0.00115594 0.00138271 0.000925052 0.000908043 0.000905041 0.000890278 0.000908607 0.000970223 0.000959531 0.000863105 0.00118327 0.00159232 0.000726229 0.000836462 0.00104049 0.00080347 0.000803951 0.000778592 0.000726005 0.00102899 0.00103761 0.000891098 0.000721552 0.000709772 0.000697397 0.000587677 0.000586952 0.000565218
threshold=-1.0000000180025095e-35 0.16946000000000003 -0.5145249999999999 0.099185000000000009 -0.11466499999999999 -0.54165499999999989 -0.092474999999999988 -0.082704999999999987 -0.079734999999999986 -0.094929999999999987 0.088350000000000026 0.08592000000000001 -0.53104499999999988 -0.43167499999999998 -0.092459999999999987 -0.0066799999999999993 0.088235000000000022 0.093255000000000018 0.091530000000000014 0.086380000000000012 -0.48582499999999995 -0.0043399999999999992 0.092200000000000018 -0.006494999999999999 -0.055554999999999993 0.092355000000000007 -0.074054999999999996 0.10820000000000002 -0.15090499999999998 -0.070454999999999976
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 -4 -5 -6 -8 -9 -10 14 12 -7 -14 -11 -16 17 18 19 20 -17 22 23 -22 -21 26 28 -27 -15 -28
right_child=1 -3 3 5 6 11 7 8 9 10 -12 -13 13 25 15 16 -18 -19 -20 24 21 -23 -24 -25 -26 27 29 -29 -30 -31
leaf_value=0.0013462455459934623 -0.001265760692225457 0.0013464450486361105 -0.0011488523269960007 0.0013035202658614759 -0.0013424787390211496 -0.001145640303088313 -0.0013460203983127583 -0.0012413705728657996 -0.0011078004300002671 0.00072925270718537461 0.00093294333198168497 0.0010745803232265249 0.001346342241421205 0.00012938200790619216 -0.0012604406725099089 0.0012200701627943767 0.0011632649872387196 -0.0013021139373673297 -0.0011049535247372954 -0.00089266775002306003 -0.00081845733768081525 0.00054075480949648087 -0.0013460923271201707 0.00027788992118075718 0.00044066832116629491 -0.00088384579926389787 -0.0007165616277536313 0.000333471065752031 0.0010658418751410821 0.00011971646070061597
leaf_weight=0.0013447666262513805 0.0014470026488382351 0.0011810492849306789 0.0018452301736866508 0.0012940017261016115 0.0011451935420980766 0.0013636964613965531 0.0010415353087269699 0.0011701869891234109 0.0014368871958936316 0.0020147506121883643 0.0019642192770046299 0.0016597954469865775 0.001826633369852 0.0025840784787618497 0.0010971557548522517 0.00106558927927835 0.001197938941441822 0.0010030556585369768 0.0012611890987548327 0.0027586050290981934 0.0018533446873085797 0.0050456555329068302 0.0012798537018916534 0.0048774278030410002 0.0010024475173295846 0.0024171777440959987 0.0019051499263689209 0.0010222659252221433 0.0022843280953939163 0.0063240841511209688
leaf_count=86 50 21 117 43 299 9 230 224 30 59 34 110 27 38 26 8 44 102 80 118 86 180 92 320 33 300 39 35 148 133
internal_value=0 -4.92715e-05 -7.80957e-05 -4.72649e-05 -0.000222848 0.000208666 -0.000168109 -0.000123383 -7.95152e-05 -3.07112e-05 2.7865e-05 0.000142423 6.39951e-05 0.000153823 -4.48246e-05 -0.000114317 -5.54056e-05 -0.000127867 -6.63424e-05 6.90539e-06 0.00015184 6.46559e-05 -0.000235225 -2.39936e-05 -0.000537289 2.21012e-05 0.000164992 -0.000522037 0.000568783 -7.38903e-05
internal_weight=0 0.0583695 0.0571885 0.0557415 0.0330603 0.0226812 0.031215 0.0300698 0.0290283 0.0278581 0.0264212 0.0213872 0.0197274 0.0183637 0.024457 0.0224423 0.0213451 0.0201472 0.0191441 0.0178829 0.0141219 0.0130563 0.00801063 0.00673077 0.00376105 0.0165371 0.0130976 0.00343944 0.00486841 0.00822923
internal_count=3121 3035 3014 2964 2082 882 1965 1666 1436 1212 1182 839 729 720 1148 1089 1063 1019 917 837 686 678 498 406 151 693 358 335 186 172
is_linear=0
shrinkage=0.00134594


Tree=1189
num_leaves=17
num_cat=0
split_feature=403 43 0 52 42 16 0 0 15 15 4 1 2 151 12 0
split_gain=0.000123588 0.000163949 0.000233669 0.000206665 0.000211028 0.000222332 0.000252603 0.000214066 0.000164254 0.000458506 0.000154989 0.000142752 0.000314791 0.000147127 0.000138934 8.9578e-05
threshold=0.10301500000000001 0.24789500000000006 0.16094000000000003 0.15915500000000002 0.09832500000000001 0.26676500000000009 -0.077999999999999986 -0.091069999999999984 0.035560000000000008 -0.008624999999999999 -0.35136499999999998 0.094385000000000011 0.11215000000000001 -0.0067699999999999991 0.091545000000000015 -0.18113999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 7 8 9 11 -8 13 -13 -1 -12 -14
right_child=-2 -3 -4 -5 -6 -7 10 -9 -10 -11 14 12 15 -15 -16 -17
leaf_value=-2.8014085522251935e-05 -0.0014524292501314068 -0.0016965403210056557 0.0022379325340304546 -0.0013340303357574188 0.0017130401520368248 -0.0014443945605501023 -0.00014110237679558493 -0.0017300662139228616 -0.0014614528405277993 0.0031454680905745017 0.0027635031881032934 0.0017429100039603183 -0.0016412667410796819 -0.0020691537971947254 0.00080609725045993445 0.00021196897350526922
leaf_weight=0.0018142192066417095 0.001137553921672251 0.0010154407913520172 0.001007779015511189 0.0019819506639719977 0.0016374147302898314 0.0018089668164864561 0.0013010546164524683 0.0014763032411039554 0.0011701772845644784 0.0010075037959271739 0.0013465274545287386 0.0019802011491338867 0.0010732931701049608 0.0011500659721669368 0.0015602097667515302 0.0010081813473439283
leaf_count=75 202 157 44 336 306 297 70 802 84 43 173 128 48 161 120 75
internal_value=0 5.61221e-05 0.000139584 3.54952e-05 0.000183543 3.35484e-05 0.000213129 -0.000151894 0.000101251 0.000328879 0.00113961 -7.50121e-05 0.000468638 -0.000819923 0.00171285 -0.000743635
internal_weight=0 0.0223393 0.0213238 0.0203161 0.0183341 0.0166967 0.0148877 0.0106799 0.00920364 0.00803346 0.00420779 0.00702596 0.00406168 0.00296429 0.00290674 0.00208147
internal_count=3121 2919 2762 2718 2382 2076 1779 1416 614 530 363 487 251 236 293 123
is_linear=0
shrinkage=0.0044645


Tree=1190
num_leaves=31
num_cat=0
split_feature=39 42 151 33 2 1456 14 123 124 3 483 1374 1374 16 1213 456 42 51 3 1 43 16 1374 1 159 12 133 52 48 133
split_gain=0.00120613 0.00102467 0.00107631 0.000895771 0.00114724 0.00115465 0.000715581 0.000841175 0.00103231 0.000967548 0.000709448 0.000766519 0.000840877 0.000676469 0.000733839 0.000679944 0.000657341 0.00083512 0.000742921 0.00101685 0.000697761 0.00078524 0.000573282 0.000571272 0.000661986 0.000609117 0.000481957 0.000884138 0.000426625 0.000546473
threshold=0.16946000000000003 -0.11051499999999999 -0.5145249999999999 -0.0066799999999999993 -0.0091949999999999983 -1.0000000180025095e-35 0.076175000000000007 1.0000000180025095e-35 -0.0037749999999999993 0.30112000000000005 0.086625000000000021 -0.094929999999999987 -1.0000000180025095e-35 -0.53943499999999989 -0.080769999999999995 0.086265000000000022 0.092145000000000019 -0.097539999999999974 -0.074084999999999998 0.122185 0.12450000000000001 0.25792000000000009 0.084595000000000017 0.111945 0.094385000000000011 0.099100000000000008 1.0000000180025095e-35 0.08976000000000002 0.090390000000000012 0.084415000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 -5 -6 7 8 -7 10 11 -10 -13 -14 -15 16 17 -16 19 26 21 22 23 24 25 28 27 -18 29 -19
right_child=-2 2 3 4 5 6 -8 -9 9 -11 -12 12 13 14 15 -17 18 20 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.00088835057823729419 0.0013733109080360435 -0.0012632307709942439 -0.0010278227690010599 0.00089750912135514685 -0.0011655511993563501 -0.0011147204722342838 -0.00091209000313113603 0.00077683363468084021 -0.00085119303237050751 0.0013729408923009116 -0.00092128613629843272 0.0012828117693098901 0.0011600074948028003 -0.0010171294342162882 -0.00097289312089004956 -0.0010425605147234705 -0.0008313668580856332 0.00043548768304584306 -0.0013532885538342328 0.001107434491610825 0.00099695588716087178 -0.00091956482414147262 -0.00073834782039543419 0.00090367853167138215 -0.00075516390684217014 -0.00058277293768674722 -0.0011919753217931631 0.00082421297879765746 0.00093011905492084628 -0.00042769868594890104
leaf_weight=0.0027505538337191373 0.0011100800954437764 0.0012929667600189978 0.001528637533251497 0.0027668303942136587 0.0015819569598671803 0.0014813698198619099 0.0014686816068980582 0.0028923621606673491 0.0016649366391590084 0.0010195983094778418 0.0014579080724819162 0.0011017097522199029 0.0010227977408199139 0.0012224313081530261 0.0010584654333309898 0.0010007798113123014 0.0013572331706939167 0.0072395928130584257 0.0010453425040781719 0.0010612671401588614 0.0022627687970366841 0.001129978400175701 0.0010184388047145268 0.0026750378615574269 0.0012197560970044216 0.0013079495716201714 0.0010745113259931216 0.0011012501374167982 0.0023305823532102652 0.0017085718902394298
leaf_count=179 23 48 34 142 268 44 64 169 35 82 184 11 38 265 129 73 62 357 116 11 114 78 38 49 55 72 145 18 49 169
internal_value=0 -7.29508e-05 -2.72667e-05 6.16499e-06 4.03236e-05 -1.41913e-05 2.92547e-05 6.34297e-05 8.49633e-06 5.46121e-05 1.62745e-05 5.69513e-05 0.000104292 6.21873e-05 2.45254e-05 6.90614e-05 0.000109382 0.00021679 -0.000308683 -7.10019e-05 0.000277062 0.000189625 0.000261245 0.000323013 0.000210508 0.000304089 -0.000424989 -8.97684e-05 0.000406935 0.00027067
internal_weight=0 0.0518443 0.0490937 0.0478007 0.0462721 0.0435053 0.0419233 0.0404546 0.0375623 0.0360809 0.0350613 0.0336034 0.0319385 0.0308368 0.029814 0.0285915 0.0275907 0.0219511 0.0056396 0.00459426 0.0208927 0.0186299 0.0174999 0.0164815 0.0138065 0.0125867 0.00353299 0.00245848 0.0112787 0.00894816
internal_count=3121 3098 2919 2871 2837 2695 2427 2363 2194 2150 2068 1884 1849 1838 1800 1535 1462 1110 352 236 981 867 789 751 702 647 225 80 575 526
is_linear=0
shrinkage=0.00137286


Tree=1191
num_leaves=31
num_cat=0
split_feature=151 16 150 39 3 16 1456 1213 33 10 475 11 457 457 128 124 480 49 16 13 43 16 157 2 3 52 12 1374 42 43
split_gain=0.000763773 0.000892238 0.000776911 0.000608475 0.00101538 0.000807793 0.000534867 0.000531279 0.000527413 0.000832236 0.000649119 0.000468135 0.000518368 0.000459889 0.000398729 0.000644298 0.000548697 0.000400927 0.00045705 0.00037317 0.000911513 0.00063337 0.000449215 0.000469739 0.000957391 0.00040453 0.000422379 0.000332384 0.000401588 0.000340381
threshold=-0.5145249999999999 -0.53943499999999989 -0.22665999999999997 0.15619500000000003 0.30112000000000005 0.51524500000000006 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.0066799999999999993 -1.0000000180025095e-35 -0.08663499999999999 0.08976000000000002 -0.0029299999999999994 -0.089599999999999985 0.087235000000000021 -0.043384999999999993 1.0000000180025095e-35 0.10595500000000001 0.41553500000000004 0.19762500000000002 -0.16318499999999997 0.22339500000000004 -0.061169999999999995 0.11215000000000001 0.10299500000000002 0.090245000000000006 0.090455000000000021 -0.035729999999999991 -1.0000000180025095e-35 0.084740000000000024
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 5 6 -4 -8 -9 -10 -11 12 13 -12 15 -14 17 18 19 20 -17 22 -22 24 25 27 -27 -24 -29 -30
right_child=1 2 3 -5 -6 -7 7 8 9 10 11 -13 14 -15 -16 16 -18 -19 -20 -21 21 -23 23 -25 -26 26 -28 28 29 -31
leaf_value=-0.0011597895533375837 0.00075905533128013691 0.00076356359253182079 -0.00095183655491720557 0.00058589280546154498 0.00078937019103268117 -0.0010669467304582378 -0.00087274427426666998 -0.00098011231309530792 0.00075868157047552119 -0.0011606656072839878 1.0730048344375199e-05 -0.00093968852286774914 0.00076565340168435725 -0.0010179228042578906 -0.00073901518548690013 0.00079276668933188994 -0.00090027051668554873 0.0005614008228212728 0.00067652923409200786 -0.00078246322725050125 0.00059718290423123972 -0.00076059708470033096 -0.00069610112792353274 -0.00073777891992838414 0.00087496766051386565 -0.0011796457706830152 -0.00013585545712138921 -0.0005429708570575684 0.00030413005283071507 -0.00045658661011177489
leaf_weight=0.0011813658079589109 0.0014954265465219043 0.0012123725900039508 0.0015432395300164483 0.0013281328987666532 0.0013444927600363412 0.001883736748228503 0.001757826447607024 0.0011986665825531864 0.0014123088404824893 0.001007273166356625 0.001023074697975801 0.0011205423162010666 0.0013573176896348729 0.0017519952250655271 0.0013189057769324988 0.0015742945666374865 0.0012023798753215678 0.0014658164949663535 0.0010773239300760898 0.0012539369778323808 0.001313964067431784 0.002377783143669098 0.0010816852513926287 0.001756882680272299 0.0014265825245729511 0.0011149571519029075 0.0011921816480437997 0.0014719071296891454 0.0048900739756190248 0.0010643824804148494
leaf_count=50 93 24 260 26 121 156 451 32 98 87 57 41 113 116 106 39 170 86 19 43 94 84 17 58 17 86 124 199 225 29
internal_value=0 -0.00016681 -0.000198622 -0.000226191 -0.000252508 -0.000287847 -0.000248975 -0.000219022 -0.000185669 -0.000157034 -0.000197648 -0.00016619 -0.000137023 -0.000638693 -8.53465e-05 -5.16979e-05 -9.74199e-05 -5.55614e-05 -9.74374e-05 -0.000138074 -9.61311e-05 -0.000175235 -8.43389e-05 -0.000148309 -6.37109e-05 -0.000187528 -0.000640282 -6.47539e-05 2.72048e-05 0.000168149
internal_weight=0 0.0450195 0.043524 0.0423117 0.0409835 0.039639 0.0377553 0.0362121 0.0344542 0.0332556 0.0318433 0.030836 0.0297154 0.00277507 0.0269404 0.0256215 0.0242642 0.0230618 0.021596 0.0205186 0.0192647 0.0176904 0.0153126 0.0139987 0.0122418 0.0108152 0.00230714 0.00850805 0.00742636 0.00595446
internal_count=3121 3071 2978 2954 2928 2807 2651 2391 1940 1908 1810 1723 1682 173 1509 1403 1290 1120 1034 1015 972 933 849 755 697 680 210 470 453 254
is_linear=0
shrinkage=0.00121906


Tree=1192
num_leaves=31
num_cat=0
split_feature=39 42 3 14 124 33 2 1455 3 1213 1375 47 48 15 3 52 43 1374 160 0 15 49 16 0 15 12 157 4 12 2
split_gain=0.001113 0.000772335 0.00064815 0.000683498 0.000679317 0.000712761 0.00107096 0.000914678 0.000646854 0.000890136 0.000689602 0.000673978 0.000531726 0.000525421 0.00139146 0.000645865 0.000556151 0.000455496 0.000487257 0.000545013 0.000656293 0.000430283 0.00048318 0.000514316 0.00036414 0.00033988 0.000307449 0.000293477 0.000403434 0.000309925
threshold=0.16946000000000003 -0.11051499999999999 0.31299000000000005 0.076175000000000007 -0.027784999999999997 -0.0066799999999999993 -0.0091949999999999983 1.0000000180025095e-35 -0.10519499999999998 -1.0000000180025095e-35 0.079730000000000009 0.085270000000000026 -0.075804999999999984 0.088235000000000022 -0.077774999999999983 0.091820000000000013 0.21122500000000002 -0.094929999999999987 0.088405000000000011 -0.033209999999999996 -0.015744999999999999 0.14233500000000002 -0.095564999999999983 -0.10224499999999999 0.091915000000000011 0.086850000000000024 -1.0000000180025095e-35 -0.42529999999999996 0.083370000000000014 0.097220000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 -6 -7 8 11 -10 12 27 -11 14 25 24 17 -16 19 20 21 22 -19 26 -15 -14 -24 -8 -29 -30
right_child=-2 2 -4 -5 5 6 7 -9 9 10 -12 -13 13 15 16 -17 -18 18 -20 -21 -22 -23 23 -25 -26 -27 -28 28 29 -31
leaf_value=-0.00082709446529256121 0.0013733207856115183 0.00066564634055347831 0.00085071738444237048 -0.00091353807401949375 -0.0011220304598934827 0.00093070588707597299 -0.00044064163344837982 -0.0013729314601566298 -0.0013729148967102896 -0.00096233659312827517 -0.0010417058710046573 0.0011145827953653895 -0.00026364141363697212 0.0010151981940703212 -0.00065594611498014446 -0.00050138057507168325 -0.00072876089454271351 0.00067134669798896087 0.00083549290173449097 -0.00060301065244102326 0.001069657357119368 -0.00075005272928179616 -4.107182045705184e-05 0.00049124323957333007 0.00017421155042563152 -0.0011841635748089869 -0.0011032102990044242 0.00096516204727965175 -0.00040922318323436454 0.00040119707811726732
leaf_weight=0.0023234565127110409 0.0010507349199571072 0.0026100088679998903 0.0015715430510709885 0.0016495166619119308 0.001150999983835276 0.0020868365304931224 0.0014360100750927529 0.001003852648050473 0.0010661869156149964 0.0011273199591457219 0.0013695633248911312 0.0015534949392019826 0.0011130048573932847 0.0022727253631416025 0.0011753617552585647 0.0011785281877951803 0.0014654785468675166 0.0025583797597796866 0.0021332180772675189 0.0016712207234874871 0.0015286785061903174 0.0010134853012679912 0.0010544989285108386 0.0015378138155914788 0.0016934275984210601 0.0023567212374775437 0.0010014555939505988 0.0011762970856050636 0.001607995133106499 0.0019901300231133234
leaf_count=179 23 221 118 86 22 53 73 205 405 59 94 28 219 87 15 186 71 68 45 55 27 28 18 93 104 378 22 45 50 44
internal_value=0 -5.51844e-05 -1.54646e-05 -4.66985e-05 -1.25994e-05 -5.76174e-05 -2.55219e-05 -8.08218e-05 -4.38478e-05 -0.000143232 -9.32881e-05 0.000305832 -4.10835e-05 2.6374e-06 -0.000104719 0.000390965 7.49978e-05 0.000161138 0.000237975 0.000115007 0.000253024 7.88076e-05 0.000215351 -0.000109268 0.000656122 -0.000888882 -0.00055844 0.000103529 0.000267199 3.90218e-05
internal_weight=0 0.0474772 0.0451538 0.0435822 0.0419327 0.0393227 0.0381717 0.0360848 0.035081 0.0273171 0.0262509 0.00776393 0.0248813 0.023754 0.0186093 0.00514468 0.0151396 0.0136741 0.0124988 0.0103655 0.00869431 0.00716563 0.00615215 0.00359377 0.00396615 0.00346973 0.00205595 0.00621043 0.00477442 0.00359813
internal_count=3121 3098 2919 2801 2715 2494 2472 2419 2214 1974 1569 240 1475 1416 1039 377 442 371 356 311 256 229 201 133 191 597 40 212 139 94
is_linear=0
shrinkage=0.00137286


Tree=1193
num_leaves=31
num_cat=0
split_feature=39 31 42 151 156 401 133 1456 16 2 43 0 48 123 13 13 12 13 1375 156 0 4 15 0 16 129 16 0 16 16
split_gain=0.00135401 0.00134739 0.00123488 0.0010578 0.00101181 0.00103379 0.00087158 0.000764142 0.000793259 0.000722714 0.00105997 0.0012108 0.0010985 0.000902131 0.000833156 0.000841784 0.00102041 0.000994377 0.000814218 0.000936244 0.000748361 0.000736558 0.000708335 0.00060287 0.0007081 0.000447373 0.000438135 0.00042455 0.00036152 0.000573222
threshold=0.16946000000000003 -1.0000000180025095e-35 -0.11051499999999999 -0.5145249999999999 -1.0000000180025095e-35 0.10076500000000001 0.18829500000000002 -1.0000000180025095e-35 -0.53943499999999989 0.088225000000000012 1.0000000180025095e-35 -0.060129999999999996 0.085875000000000021 0.087590000000000015 -0.53104499999999988 -0.43167499999999998 0.092355000000000007 0.10820000000000002 0.083585000000000007 0.083840000000000012 -0.083914999999999976 -0.42529999999999996 0.090455000000000021 -0.12333499999999999 -0.056919999999999991 0.087825000000000014 -0.5224049999999999 -0.10224499999999999 0.16703000000000004 0.0047850000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 -5 6 7 -6 -9 10 11 12 20 14 -11 -16 18 -18 19 21 22 -17 23 -10 27 26 -23 -25 29 -28
right_child=-2 2 3 4 5 -7 -8 8 9 13 -12 -13 -14 -15 15 16 17 -19 -20 -21 -22 25 -24 24 -26 -27 28 -29 -30 -31
leaf_value=0.0014572291929507133 0.0014574365145825759 -0.0010134731246841913 -0.0013546597233914483 -0.0014569921534950479 -0.00083947321014425332 -0.0013914435501837605 -0.00096372300302178951 0.0011169489214169302 0.00056763982131476001 -0.0010109897778097534 -0.0011602808034646152 0.00083030126470866165 -0.0014064777672077573 0.001244295780955065 0.0011228049964999948 -0.00037295262326350961 -0.00092876704998380165 0.00058993930644135313 -0.00087169011736991614 -0.00040238707217503736 -0.0011719374075745809 -0.00021140602151102698 0.0010909597640325508 -0.00053794037066154442 -0.0014570119359091631 0.0014207804100179876 0.00053427537802881351 0.00039759734018331985 -1.5545550936184885e-05 0.0013835540435505902
leaf_weight=0.0012230651814433271 0.0012821232659518947 0.0029062974544156175 0.0012669318029168144 0.0010033467948638011 0.0018275179747357919 0.0010788667336862892 0.0017406899147411883 0.001637444700602223 0.0021080559392316917 0.0012426382872945388 0.001991583962819731 0.0028109614867304423 0.0014845712044238022 0.0017127428667818015 0.0019833569824676536 0.0018995457974000226 0.0031951812739241517 0.0012823264828440983 0.0012409812622244934 0.0030099880636811341 0.0011340552433281017 0.0015647706954950861 0.0012711992973386543 0.0021560942151523949 0.0010011550581241462 0.0012610747705963385 0.0080477233817326799 0.0019705711680884086 0.0016887558011795542 0.0021341907028045179
leaf_count=84 23 178 48 155 231 154 280 69 32 10 161 75 79 101 27 26 280 27 59 123 197 17 19 15 126 17 272 182 27 27
internal_value=0 -5.59534e-05 -8.80547e-05 -3.89273e-05 -7.75749e-06 1.9952e-05 4.95783e-05 8.50992e-05 0.000120427 8.51009e-05 -0.00016609 -2.40173e-05 -0.000239865 0.000217308 0.000155699 0.000208789 0.000137206 -0.00049382 0.000272737 0.000345174 -6.02262e-05 0.000480758 8.7973e-05 -8.82318e-05 -0.000357862 0.000591101 0.000513226 -9.12011e-05 0.000608745 0.000712289
internal_weight=0 0.0588757 0.0576526 0.0547463 0.0534794 0.052476 0.0513972 0.0496565 0.047829 0.0461915 0.0159282 0.0139367 0.0111257 0.0302633 0.0285505 0.0273079 0.0253245 0.00447751 0.020847 0.019606 0.00964113 0.0165961 0.00850708 0.00723588 0.00512782 0.0146965 0.0134354 0.00412667 0.0118707 0.0101819
internal_count=3121 3098 3014 2836 2788 2633 2479 2199 1968 1899 886 725 650 1013 912 902 875 307 568 509 571 386 374 355 323 360 343 197 326 299
is_linear=0
shrinkage=0.00145689


Tree=1194
num_leaves=31
num_cat=0
split_feature=39 31 151 4 150 16 158 14 16 9 15 15 15 11 13 160 160 1213 147 1213 16 1 130 4 0 2 0 42 15 3
split_gain=0.00123109 0.00119445 0.00102239 0.00109861 0.0013087 0.00135978 0.00114425 0.000878672 0.000752119 0.000749708 0.000817377 0.00082768 0.00081705 0.000779472 0.000753094 0.00109866 0.000774852 0.000793897 0.000827403 0.000853181 0.000752402 0.000705443 0.000502084 0.00121605 0.000806461 0.000893258 0.000772014 0.00071189 0.000669171 0.000701886
threshold=0.16946000000000003 -1.0000000180025095e-35 -0.5145249999999999 0.27287000000000006 -0.22665999999999997 0.51524500000000006 0.094245000000000009 0.076175000000000007 -0.53943499999999989 0.091600000000000015 -0.095869999999999983 -0.10653 -0.11713499999999999 0.080455000000000013 -0.39067499999999994 -0.098904999999999979 -0.081069999999999989 -1.0000000180025095e-35 0.084575000000000025 0.039620000000000009 0.31475000000000003 0.111945 -1.0000000180025095e-35 -0.076779999999999987 0.041630000000000007 0.11215000000000001 -0.23091999999999999 0.081660000000000024 0.083935000000000023 -0.077774999999999983
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 -4 6 7 9 -5 10 11 12 -6 14 20 -16 -17 -18 19 22 -12 -10 23 -19 25 26 -24 -28 29 -29
right_child=-2 2 3 8 5 -7 -8 -9 21 -11 13 -13 -14 -15 15 16 17 18 -20 -21 -22 -23 24 -25 -26 -27 27 28 -30 -31
leaf_value=0.0014005533127420702 0.0014007658993661558 -0.0013080045914348679 0.0011634681748424133 0.0013272495712359123 -0.00048212205239837685 -0.0014005083088935541 -0.0013273991743414338 -0.00098499687460515298 -0.0003374987602511416 0.0010605557188491223 0.0011408772740291423 -0.0010443552881974705 0.00086047206856317145 -0.0011160340073635628 -0.001056975526370389 0.00088225479028820636 -0.00098583556576751011 -0.0012767123358577634 -0.0011504627779932212 -0.0011312733082037678 -0.000152114611301097 0.00066130956012876326 0.0014006601870909098 0.00064925997551645268 0.00095647061961330994 -0.00063627496802567669 -0.00020937331590985562 -0.00079666736974189534 0.0010509012117143001 0.00081997435109333768
leaf_weight=0.0010798204766682131 0.0011583800610139852 0.0013117904183843612 0.0014711845246608837 0.0015230519795146336 0.0030901149083202295 0.0017178007938207776 0.0015093885312009716 0.0020275022146734037 0.0024941279405368269 0.0011780742271412228 0.0023529507163786391 0.0030894891417290174 0.0012476976532411754 0.0011262108148457619 0.0018408924618666936 0.0020804461572163637 0.0015271021372713625 0.0013746172336634999 0.0010482220255880739 0.0010016170424469442 0.0014121249405434355 0.0031225925598805659 0.0011447566612332429 0.0012075592575444541 0.0029038477637826068 0.0023732029659129248 0.0045950544699167248 0.0010901591605494273 0.0025454978428562924 0.0010187187697343761
leaf_count=84 23 50 15 60 175 144 188 72 44 14 59 92 27 30 248 146 376 83 51 207 6 190 6 19 57 71 220 187 125 52
internal_value=0 -5.78182e-05 -8.67526e-05 -5.65906e-05 -0.000135956 -0.000178912 -0.000129866 -8.6074e-05 0.000454455 -3.96372e-05 -7.36824e-05 -0.000490451 -9.59478e-05 2.73347e-05 7.09599e-05 -1.45666e-05 6.56884e-05 -1.21309e-05 6.1106e-05 0.000127062 0.000655929 0.000217785 0.000196111 -0.000376028 0.000290383 0.000138887 0.000315872 0.000181613 0.000567615 -1.57292e-05
internal_weight=0 0.0555056 0.0544258 0.053114 0.0459742 0.044503 0.0427852 0.0412759 0.00713977 0.0392484 0.0380703 0.0074273 0.00433781 0.030643 0.0295168 0.0257517 0.0239108 0.0218304 0.0203033 0.019255 0.00376508 0.00561672 0.0182534 0.00258218 0.0156712 0.0127674 0.0103942 0.00924943 0.00465438 0.00210888
internal_count=3121 3098 3014 2964 2670 2655 2511 2323 294 2251 2237 294 202 1943 1913 1848 1600 1454 1078 1027 65 234 820 102 718 661 590 584 364 239
is_linear=0
shrinkage=0.00140032


Tree=1195
num_leaves=20
num_cat=0
split_feature=1213 3 484 453 4 11 160 50 133 160 52 12 150 16 2 0 47 0 12
split_gain=0.000243387 0.000169557 0.00018569 0.000139273 0.000240295 0.000240477 0.000204169 0.000223577 0.000168423 0.000221108 0.000242549 0.000159945 0.00017039 0.000148797 0.000279211 0.00018494 0.000274682 0.000446355 5.63551e-05
threshold=-1.0000000180025095e-35 0.30112000000000005 -0.0068949999999999992 1.0000000180025095e-35 0.27044500000000005 1.0000000180025095e-35 -0.091944999999999985 0.088280000000000011 0.10722500000000001 0.10210000000000001 0.096795000000000006 -0.029094999999999999 0.086615000000000011 -0.29154999999999992 0.098035000000000011 -0.10607499999999999 0.09550500000000002 -0.084044999999999995 0.092255000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 6 -4 8 9 10 11 -8 13 -13 15 -15 17 -17 -6
right_child=1 -3 3 -5 18 -7 7 -9 -10 -11 -12 12 -14 14 -16 16 -18 -19 -20
leaf_value=-0.0022276005810645794 -0.0014982308604903659 0.001889950534054996 -0.0015138421708266578 -0.0014478833560382452 0.0021585233569127796 -0.0021169364929276052 -0.0012844594930627737 0.0022430681181458108 -0.0015002343552024333 -0.0016691536123131275 0.0022067345126023574 0.0022431851268127538 -0.0010564003172500523 0.0020604301632760262 -0.0016685953991302537 -0.002915449477526639 0.0021081720528919089 0.00095311914911406614 0.00073520592156975535
leaf_weight=0.0010048831736600419 0.0016367571484362511 0.0010059534781898796 0.001427558506668535 0.0011497450069084527 0.0013456532504546584 0.0010467910534770466 0.0012831868157907574 0.0011226552668581755 0.0012000511571902692 0.0011008355049475513 0.0014536060945586913 0.0011018141839258516 0.0013562143721657094 0.0017795705933103517 0.0010921524471596555 0.001008750501208076 0.0011751441930969442 0.0015986151075275765 0.0010097274601816864
leaf_count=491 479 132 287 65 194 138 145 149 182 79 72 24 116 38 109 154 51 156 60
internal_value=0 6.01535e-05 -2.02652e-05 9.35623e-05 0.000181725 3.44142e-07 0.000133059 0.000286997 0.000131803 0.000283042 0.00046441 0.00022078 0.000432747 0.000693138 0.000436479 0.000849825 0.000280268 -0.000543572 0.00154836
internal_weight=0 0.0238948 0.0228888 0.0212521 0.0201023 0.0177469 0.0167002 0.0152726 0.0141499 0.0129499 0.0118491 0.0103954 0.00911226 0.00775605 0.00665423 0.00556208 0.00378251 0.00260737 0.00235538
internal_count=3121 2630 2498 2019 1954 1700 1562 1275 1126 944 865 793 648 532 508 399 361 310 254
is_linear=0
shrinkage=0.00455379


Tree=1196
num_leaves=31
num_cat=0
split_feature=39 31 42 151 16 150 33 1213 475 1374 1456 132 1456 13 13 403 39 123 453 42 1429 15 160 4 1374 12 1 147 42 52
split_gain=0.00154972 0.00139588 0.00117109 0.00119159 0.00102179 0.000916801 0.000694614 0.000743023 0.00081479 0.000802869 0.000775727 0.00062076 0.00061108 0.000599591 0.00108056 0.00142405 0.000650983 0.000715132 0.000724491 0.000650445 0.000652249 0.00070979 0.000599748 0.000645471 0.000596394 0.000816567 0.00123509 0.000643696 0.000612512 0.000414305
threshold=0.16946000000000003 -1.0000000180025095e-35 -0.26584999999999998 -0.5145249999999999 -0.53943499999999989 -0.22665999999999997 -0.0066799999999999993 -1.0000000180025095e-35 -0.08663499999999999 0.093235000000000012 -1.0000000180025095e-35 -1.0000000180025095e-35 0.075120000000000006 -0.53104499999999988 -0.47860499999999995 -1.0000000180025095e-35 -1.0000000180025095e-35 0.08592000000000001 1.0000000180025095e-35 -0.11051499999999999 -1.0000000180025095e-35 -0.40580499999999992 -0.098904999999999979 -0.46376499999999993 -0.094929999999999987 0.092355000000000007 0.11588000000000001 0.086295000000000011 1.0000000180025095e-35 -0.0055649999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 -5 -6 -7 29 -9 10 -10 -12 13 -13 -15 -16 -17 18 19 -18 -21 -22 -23 -24 -25 27 28 -26 -27 -8
right_child=-2 2 3 4 5 6 7 8 9 -11 11 12 -14 14 15 16 17 -19 -20 20 21 22 23 24 25 26 -28 -29 -30 -31
leaf_value=0.0014006224595559124 0.0014009193388981375 -0.0014006489299712873 -0.0013124909558413578 0.0010159459063678222 0.00089831758407796843 -0.0011036368082790082 -0.00019535308992030398 -0.001253726050109322 -0.00097422123379413883 -0.0011713480802087806 -0.00088331770687532997 -0.0006896633016661779 -0.0009173052870976448 0.0012997223901269812 -0.0013918912714849714 -0.00093804810027319602 -0.00081071963280624642 0.0012030340345374237 -0.00090336119241027249 -0.00081980247175597219 0.0014004022333426011 -0.00052786479437796322 -0.0004783071466798901 -0.00040644167478434061 0.00067347156672614488 -3.6668006344461288e-05 0.00071993664747374477 -0.0004770001985588466 -0.0014004173640330241 -0.0014003792720894699
leaf_weight=0.001222290284631943 0.0014241459146262505 0.0013497094970116299 0.0014922189991395376 0.0017263260208135725 0.0018068142268248258 0.0013619561597657528 0.0010000615626135634 0.0010707223165025139 0.0014950189722848775 0.0011485026055488836 0.0013397723380736961 0.0017183788821952808 0.0011530094738647625 0.0015522638568867811 0.001202120722469501 0.0010246434648024652 0.0012042669456771007 0.0013248598462127772 0.00122404349073335 0.0010922491236606815 0.0010722678643713011 0.001861492261935104 0.0019290284140538244 0.001792327203304466 0.014091078418413647 0.0012840990756086681 0.0021185347566188284 0.0010228603132951273 0.0012991979350243099 0.0012699189632126009
leaf_count=84 23 18 50 86 24 29 56 134 228 36 230 24 197 36 301 26 55 95 47 89 66 149 36 39 354 54 16 30 75 434
internal_value=0 -7.88798e-05 -0.000112982 -7.93516e-05 -4.26855e-05 -8.03983e-05 -0.000118303 -8.86727e-05 -4.74728e-05 -1.66847e-05 1.58174e-05 5.34734e-05 8.65309e-05 0.000117971 0.000157516 0.000104658 0.000160285 0.000196222 0.000151746 0.00019664 0.000240653 0.00028441 0.000237296 0.00029781 0.000367097 0.000437063 -7.25874e-05 0.000595612 -0.000722528 -0.000869493
internal_weight=0 0.05425 0.0530277 0.051678 0.0501858 0.0484595 0.0466527 0.0452907 0.0430207 0.04195 0.0408015 0.0393065 0.0379667 0.0368137 0.0350953 0.0335431 0.0323409 0.0313163 0.0299914 0.0287674 0.0275631 0.0264709 0.0253986 0.0235371 0.0216081 0.0198158 0.00470183 0.0151139 0.0025833 0.00226998
internal_count=3121 3098 3014 2996 2946 2860 2836 2807 2317 2183 2147 1919 1689 1492 1468 1432 1131 1105 1010 963 908 819 753 604 568 529 145 384 129 490
is_linear=0
shrinkage=0.00140032


Tree=1197
num_leaves=31
num_cat=0
split_feature=39 31 42 151 16 1213 156 150 474 4 1456 33 133 160 38 12 14 1374 457 1 3 12 2 16 457 11 2 1 15 403
split_gain=0.00183726 0.00156606 0.00132467 0.00122824 0.001116 0.00105344 0.00105049 0.000907264 0.000897558 0.00124631 0.000842256 0.000852409 0.000702872 0.000801051 0.000829287 0.000718056 0.000782837 0.000808173 0.000737978 0.000866208 0.00094889 0.00113798 0.000854238 0.000852486 0.000772574 0.000493465 0.000580904 0.000781741 0.000467953 0.000463562
threshold=0.16946000000000003 -1.0000000180025095e-35 -0.26584999999999998 -0.5145249999999999 -0.53943499999999989 -0.082704999999999987 -1.0000000180025095e-35 -0.22665999999999997 -1.0000000180025095e-35 0.50822500000000004 -1.0000000180025095e-35 -0.0066799999999999993 -0.25159999999999993 -0.098904999999999979 1.0000000180025095e-35 0.11650500000000001 0.076975000000000002 -0.094929999999999987 -0.0029299999999999994 1.0000000180025095e-35 0.097915000000000016 0.092355000000000007 0.086885000000000004 0.071345000000000006 -0.087749999999999981 0.082245000000000013 0.073895000000000002 0.10089500000000001 -0.036009999999999993 0.03138500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 -5 -6 -7 -8 -9 10 -10 -12 -13 28 15 16 17 -15 24 20 21 22 -20 25 -19 26 27 29 -14 -21
right_child=-2 2 3 4 5 6 7 8 9 -11 11 12 13 14 -16 -17 -18 18 19 23 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0014863336120261338 0.0014867856521976223 -0.0014864463079569735 -0.001393314367466154 0.001039298012661291 -0.001486101768444333 -0.0014861293725757514 0.0010236792069197036 -0.0014147255578401709 -0.0011186753389853133 0.0014108793615872862 -0.0012272044911093331 -0.00087231163077460428 -0.00010233955135200307 -0.00073956335413634107 -0.00086808160373041379 -0.00062355368082378992 -0.0008047580402012446 0.00047324003660948713 -0.00088722100728846074 -0.00045969643283097982 0.0010295645890694121 -0.0011597100381158525 0.00037063194946287893 -0.00026652465357753039 -0.0010734794357291071 -0.00014563894379514779 0.0011349569458803332 0.001206444356274557 -0.0014402428587019624 0.00078742149015079447
leaf_weight=0.0013722184020821251 0.0016971384385655588 0.0015251630933938989 0.0015335481621434601 0.002018860612766459 0.001161716770539111 0.0011067870988288311 0.0017657249848070924 0.0010577949266250544 0.0016349295469437744 0.0012880895078986035 0.0012783030089735794 0.0019243204225469759 0.0011052362929309112 0.0016908976707199477 0.0018575281721098227 0.0024631418995344481 0.0016032047491698611 0.0012689576815008152 0.0014544888080783025 0.0018780942236018561 0.0019904807577404435 0.0018107484140355021 0.0066132693507570117 0.0020222074416764721 0.0016281047442623367 0.0011794353436016545 0.007008322242284315 0.0018895672527956542 0.0012086123639996052 0.0010132967179288244
leaf_count=84 23 18 50 86 293 162 24 91 205 109 24 162 97 39 42 57 44 63 238 188 14 216 223 89 88 21 189 34 133 15
internal_value=0 -8.20827e-05 -0.000120528 -8.22723e-05 -4.42817e-05 -8.72572e-05 -5.45871e-05 -2.20094e-05 -6.14042e-05 -3.01556e-05 -7.18459e-05 -3.194e-05 4.77985e-06 4.73093e-05 9.98428e-05 0.000150469 0.000208153 0.000259791 0.000316578 0.000393435 9.35228e-05 -9.5086e-05 0.000143861 0.000630888 -0.000395993 0.000770822 0.000862507 0.000463128 -0.000801178 -2.26402e-05
internal_weight=0 0.0573531 0.0559808 0.0544557 0.0529221 0.0509033 0.0497415 0.0486348 0.046869 0.0458112 0.0445231 0.0428882 0.0416099 0.0396856 0.0373717 0.0355142 0.0330511 0.0314479 0.029757 0.0268599 0.011869 0.00987851 0.00806776 0.0149909 0.00289706 0.0129687 0.0117893 0.00478096 0.00231385 0.00289139
internal_count=3121 3098 3014 2996 2946 2860 2567 2405 2381 2290 2181 1976 1952 1790 1560 1518 1461 1417 1378 1227 691 677 461 536 151 447 426 237 230 203
is_linear=0
shrinkage=0.00148603


Tree=1198
num_leaves=19
num_cat=0
split_feature=1213 456 11 16 48 0 150 4 150 42 15 15 12 12 13 1 1 42
split_gain=0.000210383 0.000155472 0.000156292 0.000222065 0.000189059 0.000614813 0.000222883 0.000272443 0.000298241 0.00017755 0.000160227 0.00015746 0.000203204 0.000367042 0.000310103 0.000169206 0.000178688 0.000110355
threshold=-1.0000000180025095e-35 0.087485000000000021 0.080455000000000013 -0.069144999999999984 0.088965000000000002 -0.20211999999999997 -0.082924999999999985 0.36766000000000004 0.086615000000000011 0.10194000000000002 0.095175000000000023 0.088345000000000021 0.10345000000000001 0.051320000000000005 -0.084034999999999985 0.094715000000000008 0.08776500000000001 0.084635000000000016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 -4 6 -6 -2 8 9 10 11 12 13 15 -15 16 -8 -7
right_child=1 -3 3 -5 5 17 7 -9 -10 -11 -12 -13 -14 14 -16 -17 -18 -19
leaf_value=-0.0021464516629366077 0.0021391042982103932 -0.0017603498819126575 0.00038083984016520575 -0.0027003315331464118 -0.00095903468668514884 0.0016678652958991508 0.00090770666962107537 0.0021265019491678349 -0.0026591680512567345 -0.0016058505962617379 -0.0015975263555573181 0.0016602926711604587 0.0018300110819341241 -7.2508765381608967e-05 -0.0031224511329124805 0.0018122540626032192 -0.0014461739592737117 0.0035496327041507564
leaf_weight=0.0010151631246880224 0.0010374390961014326 0.0010146758098833466 0.0010943940845300482 0.0010092316262655379 0.0019590395733644073 0.0016004169977414931 0.0017127628085331636 0.0011135987388445354 0.0011150167830995547 0.0015614020622942435 0.0011301633053082414 0.0015758085289112609 0.001218874686595206 0.0015509460348478998 0.001445896487179632 0.0016318490922575535 0.0012538136597513017 0.0012427060127291334
leaf_count=491 47 165 54 125 48 183 119 227 137 181 199 150 74 227 438 100 37 119
internal_value=0 5.50034e-05 0.000134218 -0.00109738 0.000256716 0.00108319 1.39371e-05 -0.000130068 -0.000307077 -0.000106594 9.66112e-05 0.00028089 3.42784e-05 -0.000253898 -0.00154402 0.000586892 -8.71531e-05 0.00249037
internal_weight=0 0.024268 0.0232534 0.00210363 0.0211497 0.00480216 0.0163476 0.0153101 0.0141965 0.0130815 0.0115201 0.01039 0.00881414 0.00759527 0.00299684 0.00459843 0.00296658 0.00284312
internal_count=3121 2630 2465 179 2286 350 1936 1889 1662 1525 1344 1145 995 921 665 256 156 302
is_linear=0
shrinkage=0.00473777


Tree=1199
num_leaves=21
num_cat=0
split_feature=3 457 484 1 12 0 131 12 132 47 484 151 16 16 2 4 4 52 16 0
split_gain=0.000164942 0.000159942 0.000274649 0.000200137 0.000353331 0.000307366 0.000166098 0.000175327 0.000155723 0.000223635 0.000184641 0.000189461 0.000182349 0.000199603 0.000224476 0.000232264 0.000233986 0.000190575 0.000118681 7.65927e-05
threshold=0.30112000000000005 0.088350000000000026 -0.0068949999999999992 0.12811000000000003 0.11650500000000001 -0.053834999999999994 0.092225000000000015 0.10589000000000003 0.081240000000000021 0.10621500000000002 0.087235000000000021 -0.082774999999999987 -0.15241499999999997 -0.088394999999999987 0.090050000000000005 -0.082109999999999975 0.053180000000000012 0.096795000000000006 -0.092484999999999984 -0.10011499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 6 -5 7 8 9 10 11 -4 19 -14 15 -15 -17 -16 -3 -13
right_child=-2 18 3 5 -6 -7 -8 -9 -10 -11 -12 12 13 14 17 16 -18 -19 -20 -21
leaf_value=-0.0022313337352748621 0.0017769168694306834 -0.0001276486672046575 0.0017527841064474857 0.0029890514325026075 -0.0028662094448516774 -0.00034256190808746754 -0.0017774971540856367 0.0018227813642787611 0.0014684236434198675 -0.0021124092304533547 -0.0017355985601771697 0.0016500738157243799 -0.0021891297956546049 0.0023352707067785467 -0.0021765356702649623 -0.001573821842383377 0.0013153319395901386 0.0003507897024742371 0.0018955733139570008 2.0481963633736638e-05
leaf_weight=0.0013349380044131989 0.0010059281138462542 0.0010787324475431959 0.0013037327647653649 0.0010458947367519844 0.0010188026956498 0.0012733745766152485 0.001146096840136889 0.0010423690518091009 0.0011897375889997628 0.0012164701683592414 0.0012325808910429456 0.0014384310168313874 0.0011647051759726681 0.0011183540804605699 0.0015226606894898076 0.0012132115596864583 0.0011160164347678858 0.0010421970449143725 0.0013582540566545722 0.0010238024946058735
leaf_count=475 132 53 134 74 87 75 252 113 107 58 183 83 267 199 257 299 15 118 92 48
internal_value=0 -0.000105494 -0.00023113 -9.8343e-05 -0.000262381 0.00115986 -0.000104198 1.85441e-05 -0.00011043 -0.000250692 -6.46886e-05 0.000123515 -9.68449e-05 -0.000463696 -0.000129452 0.000629488 -0.000189525 -0.00114959 0.000999994 0.000972486
internal_weight=0 0.0238804 0.0214434 0.0201084 0.0177892 0.00231927 0.0167704 0.0156243 0.0145819 0.0133922 0.0121757 0.0109431 0.00963938 0.00717714 0.00601244 0.00344758 0.00232923 0.00256486 0.00243699 0.00246223
internal_count=3121 2989 2844 2369 2220 149 2133 1881 1768 1661 1603 1420 1286 1155 888 513 314 375 145 131
is_linear=0
shrinkage=0.00455379


Tree=1200
num_leaves=31
num_cat=0
split_feature=31 39 401 42 151 14 16 150 1456 33 123 13 13 1374 40 160 133 150 42 133 1429 1374 42 52 42 133 151 484 51 3
split_gain=0.00132892 0.0012488 0.000975249 0.000987754 0.000852186 0.000902203 0.000884379 0.000771743 0.000759587 0.000740716 0.000617782 0.0009649 0.00151186 0.000723408 0.000671801 0.000614502 0.000630694 0.000636474 0.000703233 0.000974461 0.000785237 0.000704997 0.000678341 0.000563537 0.000519552 0.000433796 0.000478499 0.000502937 0.0005528 0.000432017
threshold=-1.0000000180025095e-35 0.16946000000000003 0.10076500000000001 -0.26584999999999998 -0.5145249999999999 0.076175000000000007 -0.53943499999999989 -0.22665999999999997 -1.0000000180025095e-35 -0.0066799999999999993 1.0000000180025095e-35 -0.53104499999999988 -0.39067499999999994 0.084595000000000017 -0.082239999999999994 -0.098904999999999979 -0.25159999999999993 -1.0000000180025095e-35 -1.0000000180025095e-35 0.10722500000000001 -1.0000000180025095e-35 -0.094929999999999987 -0.085499999999999979 -0.23798499999999997 -0.11051499999999999 0.093255000000000018 0.061780000000000009 -1.0000000180025095e-35 0.067785000000000012 -0.14847999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 -5 6 -6 -8 -9 -10 11 -11 -13 15 -12 -14 -17 -18 22 20 -20 -22 24 -23 -19 26 27 -25 29 -29
right_child=1 -3 -4 4 5 -7 7 8 9 10 14 12 13 -15 -16 16 17 18 19 -21 21 23 -24 25 -26 -27 -28 28 -30 -31
leaf_value=0.0014005813334351134 -0.0014005611499524405 0.0014008026302261009 -0.0013675722501806512 -0.0012811072652854044 0.0010764520727507068 -0.000950815327986902 0.00096118099456576466 -0.001015133283968165 -0.0011001472143462232 -0.001104592793925194 -0.00027230951612636429 0.0010172758763989033 -0.00082706636231771511 -0.0011961600057803314 0.0010658885858848342 -0.00097266640132138765 -0.00084773941334512638 -0.00090390846670150387 -0.00089337212579872378 -0.0010373641321959352 -0.00065709829990065786 -0.00035828515922792128 -0.0013539957219273785 -0.0001675019248300423 0.00025173035012566032 -0.0003823114768157217 -0.00017774679182269482 0.0014005276116067934 0.0013245809690904916 0.00048005744559198452
leaf_weight=0.0012346591532432774 0.0010731555671714679 0.0011092265898859912 0.0011649860660665192 0.0010656173913545777 0.0015150903945730853 0.0019387383006339567 0.0015443026048558286 0.0015305230800805028 0.0011885170131371572 0.0015688836904814698 0.0011209886359049293 0.0027376601743682718 0.0017795628455803394 0.0010741144743482414 0.0021398280406770267 0.0012046344280931534 0.0014338435620722114 0.0010862222606500271 0.0010620156598788446 0.0011600994715195148 0.0012969296079816664 0.0017043200611013233 0.001083810666659967 0.0014258956594619407 0.002562434999895391 0.0010599239897057791 0.0016282894051480304 0.0011143727018456473 0.0023441149058029973 0.0097291422470533774
leaf_count=86 18 21 164 50 66 86 24 266 29 12 61 80 247 58 112 150 52 88 114 202 30 127 249 146 187 28 43 27 33 265
internal_value=0 -6.92094e-05 -0.000100971 -7.15613e-05 -4.25139e-05 -1.50363e-05 2.43218e-05 -1.14354e-05 -4.63366e-05 -1.06122e-05 2.15065e-05 -2.99135e-05 1.75976e-05 -6.59688e-05 0.000605849 -2.76443e-05 1.99414e-05 6.16169e-05 0.000109452 0.000212549 0.000280418 0.000341817 -0.000381255 0.00040998 -9.23087e-05 0.000485659 0.000542302 0.000622532 0.000707953 0.000574653
internal_weight=0 0.0524472 0.051338 0.050173 0.0490999 0.0480343 0.0460955 0.0445804 0.0430361 0.0415056 0.0403171 0.0370563 0.0354874 0.0327497 0.00326082 0.0316756 0.029896 0.0286914 0.0272576 0.0225251 0.021365 0.020303 0.00473247 0.0190061 0.00364866 0.0173017 0.0162418 0.0146135 0.0131876 0.0108435
internal_count=3121 3035 3014 2850 2832 2782 2696 2630 2606 2340 2311 2138 2126 2046 173 1988 1741 1591 1539 1015 813 699 524 669 275 542 514 471 325 292
is_linear=0
shrinkage=0.00140032


Tree=1201
num_leaves=31
num_cat=0
split_feature=39 31 42 401 151 150 1456 4 11 480 14 2 160 4 0 12 403 16 0 457 2 457 15 49 43 2 15 52 0 3
split_gain=0.00115254 0.00112732 0.0009385 0.00093031 0.000870085 0.000949392 0.00105432 0.000818135 0.000845487 0.000689851 0.000679551 0.000673999 0.000978721 0.000833037 0.000791482 0.00089445 0.000693943 0.000731732 0.000671316 0.000645402 0.00059905 0.000550058 0.000750403 0.000549636 0.000507624 0.000745143 0.00048519 0.000516843 0.000566438 0.000479733
threshold=0.16946000000000003 -1.0000000180025095e-35 -0.26584999999999998 0.10076500000000001 -0.5145249999999999 -0.22665999999999997 -1.0000000180025095e-35 0.27287000000000006 0.081790000000000015 1.0000000180025095e-35 -0.46885499999999997 0.088225000000000012 0.083670000000000008 0.23246000000000003 -0.13027499999999997 0.088305000000000008 0.03138500000000001 -0.12029499999999999 -0.060129999999999996 0.088350000000000026 -0.0091949999999999983 -0.087299999999999989 0.095175000000000023 -0.047584999999999995 0.016310000000000002 0.10882500000000002 -0.091604999999999978 0.10611000000000001 -0.077999999999999986 0.095270000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 -4 -6 -7 8 9 11 -9 12 14 19 -8 20 17 -17 -19 21 -16 -13 24 -21 25 26 -23 28 -28 -27
right_child=-2 2 3 -5 5 6 7 10 -10 -11 -12 13 -14 -15 15 16 -18 18 -20 23 -22 22 -24 -25 -26 29 27 -29 -30 -31
leaf_value=0.0014005691442983386 0.0014006896294378401 -0.0014005491193660932 -0.0012907793434258853 -0.0013400474766907899 0.00099127083365005571 -0.0010714158780722504 0.00068066658258817715 -0.00029723532301405379 -0.0012206118506199188 -0.0011778332555930893 0.00075428007507201791 0.0010723548775900347 -0.0013428993150843963 -0.00072671199796246191 -7.2067968325687279e-05 0.0004429216762926164 0.00095095177954464477 -0.001400369140837354 -5.2231205158334516e-05 0.0011491383217689152 -0.0011077693727181554 0.00053968939222114314 -0.0008030362809087634 -4.8876855248296461e-06 0.00054430545649439223 0.0010995467770048544 -0.00099040072414146685 -0.0012891683413465763 5.7482150134224012e-05 3.4528261064202508e-05
leaf_weight=0.001024224213994617 0.0010880855661810065 0.0010387945157344083 0.0010507576040481572 0.0010845115505400118 0.0018143299212169941 0.0018701679817363362 0.0020360025554850758 0.0016402575089813354 0.00121759693166723 0.0010107937519268076 0.0045432785696126734 0.0010980913652218751 0.0014276971302020778 0.0019918795995330632 0.0017196284991030071 0.002206616618877888 0.0013763246370808169 0.0012541261769398737 0.0017143960964176586 0.0023963973489387058 0.0030152214075087726 0.0012305679744510885 0.0018083069937926402 0.0012219307825773731 0.0045251919370494784 0.0015643937963103483 0.0013999815455618654 0.0011087634758588649 0.003645609266631494 0.0017651156277480595
leaf_count=84 23 18 50 164 24 284 32 37 114 216 239 40 95 51 28 17 39 279 34 39 420 74 136 28 138 93 109 51 117 48
internal_value=0 -5.47457e-05 -8.24634e-05 -5.65007e-05 -2.95515e-05 -3.36223e-06 -4.03504e-05 7.48062e-07 -7.12972e-05 -3.58846e-05 0.000475353 -5.90825e-06 -0.000241025 0.000140073 -0.000122942 -0.000267909 6.72204e-05 -0.000167807 -0.000621786 0.000219402 -0.000731618 0.000111723 4.98464e-05 0.000759417 0.000151048 -1.50426e-05 -0.000263001 -0.0004235 -0.00023327 0.000534935
internal_weight=0 0.054801 0.0537767 0.0527379 0.0516534 0.0506027 0.0487883 0.0469182 0.0407346 0.039517 0.00618354 0.0385062 0.01475 0.0237562 0.0133223 0.0112863 0.00655146 0.00517514 0.00296852 0.0217644 0.00473485 0.018146 0.0170479 0.00361833 0.0152396 0.0107144 0.00738492 0.00615435 0.00504559 0.00332951
internal_count=3121 3098 3014 2996 2832 2782 2758 2474 2198 2084 276 1868 944 924 849 817 369 330 313 873 448 806 766 67 630 492 351 277 226 141
is_linear=0
shrinkage=0.00140032


Tree=1202
num_leaves=31
num_cat=0
split_feature=151 16 150 1213 1456 33 10 14 41 38 124 1374 457 52 52 13 160 52 4 49 40 43 130 43 0 160 2 2 3 43
split_gain=0.000793639 0.000858202 0.000858015 0.00073634 0.000710487 0.00061166 0.00105601 0.000543857 0.000540443 0.000552269 0.000826276 0.000547274 0.000755843 0.000581069 0.000553996 0.000637979 0.000616023 0.000579651 0.00069341 0.000426046 0.000410547 0.000468732 0.000521099 0.000546676 0.000755759 0.000575992 0.000703795 0.000497951 0.000456624 0.00073313
threshold=-0.5145249999999999 -0.53943499999999989 -0.096234999999999987 -0.082704999999999987 -1.0000000180025095e-35 -0.0066799999999999993 -1.0000000180025095e-35 0.076175000000000007 0.079885000000000025 1.0000000180025095e-35 -0.043384999999999993 -0.094929999999999987 0.10259500000000001 -0.51296999999999993 -0.081429999999999989 -0.091054999999999983 0.099315000000000014 -0.12005499999999998 0.09173000000000002 0.10595500000000001 -0.067184999999999981 0.016310000000000002 -1.0000000180025095e-35 -0.51144999999999985 0.034820000000000011 -0.098904999999999979 0.10855000000000002 0.113445 -0.059315 0.097930000000000017
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 -4 -5 -6 -7 8 9 10 -8 -12 13 -13 15 -15 19 18 -17 20 -16 22 -22 -24 25 -25 -27 -28 29 -23
right_child=1 2 3 4 5 6 7 -9 -10 -11 11 12 -14 14 16 17 -18 -19 -20 -21 21 28 23 24 -26 26 27 -29 -30 -31
leaf_value=-0.0012252273068147478 0.00080161199999508308 0.0006180936032537987 -0.0012937406174709822 -0.0010442993752601863 -0.00098317716856098202 0.00083274779263080247 0.0007086419551825487 -0.00093496499442976004 -0.00082114821649036487 -0.00088241695720782376 -0.00083804678964818501 -0.0010435086991638347 0.00083624504797045855 0.0011025173206129974 -0.00080306072130336868 -0.0010793680222991003 -0.0011624366262371572 0.00051262110730014793 0.00020807472893853113 0.0005223949895717141 -0.00090335276484842088 0.00058399125100134857 0.00068054425958457556 -0.0010140887296805126 -0.0012094435078517938 0.00018974858895487407 -0.0012398190586313898 -7.9936748062606083e-05 0.00085361119611336242 -0.00088945816183354817
leaf_weight=0.0012373473302815787 0.0014577675671887383 0.0020265894775732809 0.0010876793306815449 0.0016715184617155368 0.0015490782467466593 0.0017351923084514267 0.0020040071991351818 0.0016088517710688413 0.0020060696311503525 0.0015692389193198144 0.0018120603731901488 0.0011696179045168611 0.0013605578603446125 0.0011381297494423848 0.0017744695747694541 0.0012518150622045088 0.0010782734024536991 0.0023168298152320644 0.0015887122510136464 0.001427872317173672 0.0018164237197757513 0.0012325489057936068 0.0011687055950346777 0.0011107625415776043 0.0012232243944474428 0.0067225888237658696 0.0011500656221237193 0.0013426427547003073 0.0013702256253615977 0.0010437117533985685
leaf_count=50 93 54 293 249 34 132 117 64 73 39 38 196 30 28 30 118 65 110 25 75 156 107 10 185 32 488 22 57 38 113
internal_value=0 -0.000176362 -0.000205844 -0.000241884 -0.000216597 -0.000184844 -0.000155415 -0.000197976 -0.000167321 -0.000131555 -9.79885e-05 -0.000146826 -0.000106793 -0.000149666 -0.000113311 0.000225855 -0.000208373 3.23921e-05 -0.000359299 -0.000160263 -0.000209109 -0.000151139 -0.000255184 -0.00016261 -0.000247931 -0.000134031 -2.79533e-05 -0.000615074 0.000263569 -9.16152e-05
internal_weight=0 0.0498152 0.0483575 0.0463309 0.0452432 0.0435717 0.0420226 0.0402874 0.0386786 0.0366725 0.0351032 0.0330992 0.0312872 0.0299266 0.028757 0.00629549 0.0224615 0.00515736 0.00284053 0.0213832 0.0199554 0.0181809 0.0145344 0.012718 0.0115493 0.0103261 0.0092153 0.00249271 0.00364649 0.00227626
internal_count=3121 3071 2978 2924 2631 2382 2348 2216 2152 2079 2040 1923 1885 1855 1659 281 1378 253 143 1313 1238 1208 950 794 784 752 567 79 258 220
is_linear=0
shrinkage=0.00129368


Tree=1203
num_leaves=31
num_cat=0
split_feature=31 14 39 3 42 151 16 150 474 4 33 1456 480 132 1374 453 39 376 12 156 1374 0 1 49 12 43 4 15 13 12
split_gain=0.00149976 0.00119245 0.00112585 0.00115089 0.00107105 0.000902052 0.00109517 0.000927332 0.000828157 0.00102445 0.000844936 0.000824365 0.000771785 0.000730085 0.000761372 0.000717915 0.000722634 0.00098524 0.000644502 0.000700966 0.000642356 0.000859059 0.000933092 0.000819105 0.000745858 0.000744087 0.0012284 0.000844758 0.000560874 0.000671961
threshold=-1.0000000180025095e-35 0.076175000000000007 0.16946000000000003 0.30112000000000005 -0.26584999999999998 -0.5145249999999999 -0.54165499999999989 -0.22665999999999997 -1.0000000180025095e-35 0.50996500000000011 -0.0066799999999999993 -1.0000000180025095e-35 0.08598500000000002 -1.0000000180025095e-35 0.084595000000000017 1.0000000180025095e-35 -1.0000000180025095e-35 0.048375000000000008 0.11650500000000001 0.091255000000000017 -0.094929999999999987 -0.10607499999999999 1.0000000180025095e-35 0.10247500000000002 -0.081419999999999979 -0.15582499999999996 -0.49405499999999997 0.024640000000000006 -0.23438999999999996 0.092355000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 -6 -7 -8 -9 10 -10 -12 13 -13 15 16 -15 18 19 20 -18 22 -22 24 -23 27 -27 -26 -28 -30
right_child=1 -3 -4 -5 5 6 7 8 9 -11 11 12 -14 14 -16 -17 17 -19 -20 -21 21 23 -24 -25 25 26 28 -29 29 -31
leaf_value=0.0012686078766477717 -0.0012685553816039498 -0.00097970358879038923 0.0012687402312222154 0.00087103558366402947 -0.0011504378941510052 0.0010096648134003659 0.00081305320419093065 -0.001187695205659436 -0.0011081532340266043 0.0011419735087456018 -0.00098392706422665774 -0.00089565627585507922 -0.0010266978060383624 -0.00070313029848815363 -0.0010218560402533326 -0.00084119056697912512 -0.00063428577438225358 0.0011417561174404533 -0.00083167547113231896 -0.0006891049667546316 -0.00032138233127935469 -0.0010526889900124912 0.00077164518174771904 0.00090282933384703179 0.0011279387200441207 -0.0012685429730490828 0.00084042001492249676 -0.00012448165345860921 0.00011987407689329537 -0.00054976022032127332
leaf_weight=0.0013970641078131498 0.0012046827829550457 0.0021882451141532746 0.0010608424924143369 0.0020996321134827403 0.0011906573337512319 0.0015686940911070401 0.0018560265652354238 0.001101439868444575 0.0013093178544636421 0.0010867653318866735 0.0015473638085912169 0.0014527721360022552 0.0012425218149334496 0.0017967222834442955 0.0010985406860166682 0.0014058885251060351 0.0015827191813002619 0.001459534388143168 0.0012092380723451859 0.0016732213539343279 0.0015682724094432179 0.001036220897358219 0.0063169175319615078 0.0017374301052281984 0.0019777787048837992 0.0012567187928453688 0.0012792345714842624 0.0015416045779943488 0.010175960707913548 0.0031588833033602262
leaf_count=86 17 100 21 122 49 52 24 115 23 69 259 280 189 30 59 49 33 65 48 117 47 37 91 62 24 30 9 54 641 319
internal_value=0 -6.09123e-05 -2.56369e-05 -5.01857e-05 -8.61144e-05 -5.9049e-05 -3.3787e-05 -6.66087e-05 -0.000100612 -7.50896e-05 -0.000103952 -7.44169e-05 -4.16653e-05 -1.2334e-05 1.95287e-05 4.87301e-05 8.18546e-05 0.000121061 7.78979e-05 0.000110923 0.000153242 0.000194722 0.000554255 6.68113e-05 -4.29878e-06 5.17277e-05 -6.52709e-05 0.000579338 3.82029e-05 -3.87552e-05
internal_weight=0 0.0591838 0.0569956 0.0559348 0.0538351 0.0526304 0.0514398 0.0498711 0.0480151 0.0469136 0.0458269 0.0445175 0.0429702 0.0417277 0.0402749 0.0391763 0.0377705 0.0359737 0.0345142 0.033305 0.0316317 0.030049 0.00788519 0.0221638 0.0204264 0.0193902 0.0158708 0.00351938 0.0146141 0.0133348
internal_count=3121 3035 2935 2914 2792 2775 2726 2674 2650 2535 2466 2443 2184 1995 1715 1656 1607 1577 1512 1464 1347 1314 138 1176 1114 1077 999 78 969 960
is_linear=0
shrinkage=0.00126831


Tree=1204
num_leaves=22
num_cat=0
split_feature=14 157 0 12 453 2 123 48 48 160 133 12 16 52 15 2 15 13 4 16 1
split_gain=0.000271182 0.000248122 0.00026881 0.000187524 0.000183334 0.00019604 0.000312353 0.000331212 0.000349973 0.000342747 0.000295348 0.000197285 0.000186375 0.00020284 0.000175394 0.000291686 0.000189267 0.000157433 0.000122387 0.000122339 6.90363e-05
threshold=0.062655000000000016 -0.077234999999999984 -0.11013499999999998 0.11650500000000001 1.0000000180025095e-35 0.088225000000000012 1.0000000180025095e-35 0.12649500000000002 0.10445500000000001 0.088405000000000011 -0.087414999999999979 0.10097500000000002 -0.095564999999999983 0.096795000000000006 -0.10324499999999999 -1.0000000180025095e-35 -0.040439999999999997 -1.0000000180025095e-35 0.0067750000000000006 0.042200000000000008 0.086455000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 11 7 8 9 10 -7 14 20 19 -3 -16 -17 -18 -11 -14 -12
right_child=-2 3 -4 -5 -6 6 -8 -9 -10 18 12 -13 13 -15 15 16 17 -19 -20 -21 -22
leaf_value=0.0026283649936987325 -0.0020587094713767676 -0.0019883147258889576 -6.425622036336257e-05 -0.0015752396619143779 -0.0015207910392060057 0.0017584687135676585 0.0024963921422074234 -0.0019301960462694899 0.0025914734180763274 0.00064577434765527349 -0.00034196180920144956 0.0010498028415997346 -0.00081748575578686664 8.4861194691767007e-05 0.001421937025728511 -0.0021589151510635033 -0.0012611858994914335 0.0005456386752555986 0.0025911101425563471 -0.0025816867672789029 0.0010862332940268062
leaf_weight=0.0011600007263723455 0.0010024196740681104 0.0012725461905805369 0.0011708140261356128 0.0012497864238368841 0.0011704286214877504 0.0010103901791587181 0.00102986613025391 0.0010274570936648084 0.0010566118688490897 0.0010170973022244345 0.0010347990885329885 0.0012535100624038731 0.0011595186455679567 0.0015113214877628955 0.0011469161788504323 0.0012075224594498835 0.0014304988087843751 0.0016118911804180458 0.0010159672636644856 0.0013221368618527851 0.0010945583807693282
leaf_count=39 104 148 330 129 74 149 140 47 54 75 88 80 174 176 90 156 621 115 66 178 88
internal_value=0 4.42447e-05 0.00127581 -8.26425e-05 4.63701e-06 9.3012e-05 0.000406693 0.000215392 0.000431046 0.000181996 -0.000227284 -0.000393164 -0.000555 -0.00106011 -0.00066437 -0.00035219 -0.000830971 -0.000303911 0.0016179 -0.00175739 0.000392177
internal_weight=0 0.0249536 0.00233081 0.0226228 0.021373 0.0202026 0.0122797 0.0112499 0.0102224 0.00916579 0.00713272 0.00792288 0.00612233 0.00399298 0.00666937 0.00539683 0.00424991 0.00304239 0.00203306 0.00248166 0.00212936
internal_count=3121 3017 369 2648 2519 2445 1235 1095 1048 994 853 1210 704 528 1130 982 892 736 141 352 176
is_linear=0
shrinkage=0.00396435


Tree=1205
num_leaves=19
num_cat=0
split_feature=128 124 483 40 3 48 4 0 1 160 0 42 52 52 133 133 1 13
split_gain=0.000244507 0.000195609 0.000252841 0.000214632 0.000318159 0.000234652 0.000264546 0.000341444 0.000344998 0.000298357 0.000225122 0.000370035 0.000198144 0.000245328 0.000346271 0.000261261 0.000286602 0.000193233
threshold=0.086435000000000012 -0.043384999999999993 0.086625000000000021 -0.063404999999999989 0.149315 0.11951500000000001 0.0061450000000000003 -0.17169499999999996 0.12958500000000003 0.086870000000000017 -0.10224499999999999 0.081660000000000024 0.11434500000000002 -0.087769999999999987 0.084415000000000018 -1.0000000180025095e-35 0.07863500000000001 -0.019614999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 5 6 9 -8 10 12 17 -12 13 -5 15 -15 -17 -9
right_child=-2 2 -4 4 -6 -7 7 8 -10 -11 11 -13 -14 14 -16 16 -18 -19
leaf_value=0.0012715571294747759 -0.0019474900709968029 -0.001442198575042807 -0.0019594343684180464 -0.0013213519465352069 0.0020264560990914224 -0.0016162338667916386 0.0021031634324781335 1.3639866504849826e-05 0.0022035151666277559 -0.0021515755480907496 0.001800093406081876 -0.0011008362936987476 -0.0016779135730137097 -0.0003728938492333353 -0.0014266255968788748 0.0028643119430738192 0.00051737712947419511 -0.0023763436049548947
leaf_weight=0.0018861114908309542 0.0010077416514682738 0.0014423059369099702 0.0010474018008117527 0.0013834592364869681 0.0013145992010752386 0.0012994351372794801 0.0019529962124806843 0.0010267378192230225 0.0010990701174131701 0.0012140327096740186 0.0015275829590513101 0.0012619308451555233 0.0010274132629455313 0.0014920429409114319 0.0011432557953695577 0.0015523707918143649 0.0017280398359993399 0.0011026132558944468
leaf_count=247 207 85 288 300 103 59 84 74 42 153 88 129 257 456 330 86 104 29
internal_value=0 4.49981e-05 -5.72967e-05 3.50768e-05 0.000140946 9.17798e-06 0.000129791 0.000662873 0.000195457 -0.000315585 -0.000253223 0.00048776 -4.78944e-05 0.000181543 0.000533013 0.00100245 0.001628 -0.00122393
internal_weight=0 0.0245014 0.0226153 0.0215679 0.0201256 0.018811 0.0175115 0.00797093 0.00601793 0.00954061 0.00491886 0.00278951 0.00832658 0.00729917 0.00591571 0.00477245 0.00328041 0.00212935
internal_count=3121 2914 2667 2379 2294 2191 2132 446 362 1686 320 217 1533 1276 976 646 190 103
is_linear=0
shrinkage=0.00396435


Tree=1206
num_leaves=31
num_cat=0
split_feature=31 151 401 150 4 14 158 41 159 483 367 124 42 160 13 13 42 133 133 457 156 457 42 0 47 1374 16 0 13 11
split_gain=0.00108225 0.000948041 0.000983353 0.000880374 0.000748068 0.00100314 0.000851291 0.000816633 0.000674379 0.000708744 0.000722626 0.00095263 0.000966385 0.000752752 0.000823639 0.000817083 0.000611404 0.00109038 0.000622616 0.000593163 0.000890019 0.000826499 0.000743933 0.000955443 0.000837103 0.00079845 0.000512862 0.000454038 0.000570629 0.000403875
threshold=-1.0000000180025095e-35 -0.5145249999999999 0.10076500000000001 -0.22665999999999997 0.27834500000000006 -0.46885499999999997 0.094245000000000009 0.078475000000000017 0.088450000000000015 0.086230000000000015 -1.0000000180025095e-35 0.11040000000000001 -0.11051499999999999 -0.098904999999999979 -0.53104499999999988 -0.47860499999999995 -0.095284999999999995 0.14779000000000003 -0.25159999999999993 -0.0029299999999999994 0.083840000000000012 -0.098834999999999992 0.083995000000000014 -0.12333499999999999 0.09550500000000002 -0.094929999999999987 0.013515000000000001 -1.0000000180025095e-35 -0.0079349999999999993 0.090920000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 6 -6 7 8 9 10 -5 12 -12 -14 -15 -16 -17 18 -18 21 22 -20 23 25 27 -21 -10 28 -25 -7
right_child=1 2 -4 4 5 29 -8 -9 26 -11 11 -13 13 14 15 16 17 -19 19 20 -22 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=0.0015772165971635196 -0.0014495229614589307 0.0011548468499452623 -0.0015404796432134066 -0.0013798837082920046 -0.0006769067492312426 0.0011302350301332525 -0.0014516068411284276 -0.0013349802731959478 -0.00020383401983548922 -0.001269280897906051 -0.0013466484290157734 0.0013777822619021683 -0.00098543225489296769 -0.0011102261179186091 0.0014190320216401937 0.0011031057148907567 -0.0011338062153833399 -0.0015770894264533208 0.00040799061793222443 -0.00042146952238323568 -0.00090575934225807194 -0.001443737379409537 0.00068603341300413942 -0.00010433084823790274 0.00063612859893759854 0.0010088538167250007 0.0011720528369749991 -8.5999352768801734e-05 -0.0015752215042657126 5.4010868755520159e-05
leaf_weight=0.0010018807739595728 0.0012229724811305678 0.0015591205856821935 0.0010683440400238711 0.0010054934337233581 0.0014211692487258176 0.0032707490000754005 0.0011691788803810379 0.0012611654668432939 0.0010475621318448694 0.0012551637418023445 0.0014178285492534295 0.0011651711886457852 0.0018666858964460067 0.0014501937102977527 0.0011354365681199843 0.0013090466277976267 0.001028327525053995 0.0010478192350120699 0.0010832472226525169 0.0013734283365920419 0.0016403042340960008 0.0013421359062464324 0.0076032738298161808 0.0010008084615833442 0.0016205662435933021 0.0033090905287202861 0.0018880098983382609 0.0019597108809890438 0.0019033424077778815 0.0011800047674910275
leaf_count=86 50 24 164 16 36 215 196 78 118 215 106 16 209 9 12 38 113 244 38 15 182 86 291 157 31 76 65 59 152 24
internal_value=0 -7.79439e-05 -4.39763e-05 -1.08848e-05 -4.97581e-05 0.000476581 -0.000125355 -8.63099e-05 -4.53562e-05 -0.000105397 -6.27586e-05 -2.29359e-05 -7.37932e-05 -1.49576e-05 4.79295e-05 0.000109324 5.26108e-05 -2.58922e-06 6.65432e-05 0.000120596 0.000208209 -0.000616701 0.000305558 4.65019e-05 -0.000345481 0.000589326 0.000681066 -0.000672539 -0.00106833 0.000844901
internal_weight=0 0.0506054 0.0493824 0.048314 0.0467549 0.00587192 0.040883 0.0397138 0.0384526 0.0355171 0.0342619 0.0332564 0.0320912 0.0306734 0.0288067 0.0273565 0.0262211 0.0249121 0.0238642 0.0228359 0.0204105 0.00242538 0.0187702 0.0111669 0.00648443 0.00468252 0.00293557 0.00486386 0.00290415 0.00445075
internal_count=3121 3035 2985 2821 2797 275 2522 2326 2248 2065 1850 1834 1818 1712 1503 1494 1482 1444 1200 1087 963 124 781 490 399 91 183 368 309 239
is_linear=0
shrinkage=0.00157699


Tree=1207
num_leaves=20
num_cat=0
split_feature=1213 448 1447 43 4 0 52 4 43 151 2 16 48 14 15 1 3 0 12
split_gain=0.000188681 0.000147748 0.000150871 0.000154069 0.000301069 0.000295763 0.000283021 0.000205339 0.000249733 0.000200654 0.000202261 0.00040399 0.000312128 0.000246951 0.000267385 0.000179002 0.000148611 0.000312029 9.97523e-05
threshold=-1.0000000180025095e-35 -0.077994999999999981 -1.0000000180025095e-35 -0.40263499999999991 -0.49405499999999997 -0.036484999999999997 0.11434500000000002 -0.084369999999999987 -0.14968999999999996 -0.090369999999999992 0.098035000000000011 -0.056919999999999991 0.085845000000000019 -0.24758499999999997 -0.074054999999999996 0.087505000000000013 -0.078934999999999991 -0.10224499999999999 0.051320000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 -4 -5 7 18 -6 -9 -10 11 12 16 -12 -15 -13 -11 -18 -7
right_child=1 2 3 4 5 6 -8 8 9 10 13 15 -14 14 -16 -17 17 -19 -20
leaf_value=-0.0021162536481135461 -0.0017927996954960792 -0.0016500601795519044 -0.0012940591465236968 -0.0022020070882341866 -0.0018106631974752778 0.0036424226546121286 -0.00034704379627705428 0.0026048386795995328 -0.0014905879838846712 5.8171909788998777e-06 -0.00081773547264328615 -0.00038502636560801631 -0.0016627592032371914 0.0036567621063204104 0.00072441890248140276 -0.0031526662700295718 0.00022038732326919988 0.0035417129235028252 0.001733553153146084
leaf_weight=0.001020426352009717 0.0010160288873102266 0.0011053826393327961 0.001529341218553081 0.001083685435465216 0.0011801746247768691 0.0011736647584327338 0.0011623633970887504 0.001082598690585356 0.0016068409210863175 0.0015364102211505816 0.0010581344647198065 0.0010729423743683396 0.0011454326702309281 0.0012894265106382363 0.001824740421846438 0.0012059836038433858 0.0013432672331026296 0.0014072499950879003 0.0015351719482943338
leaf_count=491 74 255 88 119 158 106 48 49 158 330 55 242 77 240 199 193 58 112 69
internal_value=0 4.72541e-05 0.000127345 0.000215697 0.000327196 0.000466862 0.00168756 0.000166886 0.000327035 0.000144242 0.000365296 -0.000107725 0.000623021 0.00123954 0.00193856 -0.00184963 0.00123376 0.00191968 0.00256061
internal_weight=0 0.0243588 0.0233428 0.0222374 0.0207081 0.0196244 0.0038712 0.0157532 0.014573 0.0134904 0.0118836 0.00771129 0.00543236 0.0041723 0.00311417 0.00227893 0.00428693 0.00275052 0.00270884
internal_count=3121 2630 2556 2301 2213 2094 223 1871 1713 1664 1506 1012 577 494 439 435 500 170 175
is_linear=0
shrinkage=0.00492917


Tree=1208
num_leaves=31
num_cat=0
split_feature=39 42 31 151 14 16 1213 33 9 1456 52 133 38 3 1374 1456 150 160 50 401 1374 453 0 13 13 403 123 4 3 15
split_gain=0.00149851 0.00131355 0.00121072 0.00109825 0.00103973 0.0011598 0.00110129 0.000939339 0.000892499 0.00125316 0.000810899 0.000955288 0.000914217 0.0010159 0.000918727 0.000903294 0.000901146 0.00106011 0.00094689 0.000768973 0.000806995 0.000777635 0.00082359 0.000746146 0.001278 0.000895843 0.000704262 0.000658449 0.000763909 0.000640692
threshold=0.16946000000000003 -0.26584999999999998 -1.0000000180025095e-35 -0.5145249999999999 0.076175000000000007 -0.53943499999999989 -0.082704999999999987 -0.0066799999999999993 0.09055500000000001 -1.0000000180025095e-35 -0.53299999999999992 -0.25159999999999993 0.10386000000000002 0.30112000000000005 0.093235000000000012 0.075120000000000006 -0.22665999999999997 -0.10151499999999998 0.10030500000000002 1.0000000180025095e-35 -0.094929999999999987 1.0000000180025095e-35 -0.23091999999999999 -0.53104499999999988 -0.47860499999999995 -0.088999999999999982 1.0000000180025095e-35 -0.42529999999999996 -0.15327499999999997 -0.036009999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 5 -5 -7 -8 9 -9 -11 -12 13 14 15 16 -13 29 19 20 -19 22 -22 -24 -25 -26 27 -27 -29 -18
right_child=-2 2 3 4 -6 6 7 8 -10 10 11 12 -14 -15 -16 -17 17 18 -20 -21 21 -23 23 24 25 26 -28 28 -30 -31
leaf_value=-0.0014287138099939544 0.0014289117728149814 0.0014285203388575715 -0.0013339297070890637 0.0011132301231048223 -0.0010037178412681874 -0.0014284072803316427 -0.0011201178667660959 -0.0011448363062936423 0.00096718138754125832 -0.0010964297473831177 -0.00092372102425057731 0.001369124383533432 -0.00089225347787466884 0.0014283967676575579 -0.0011065447362227016 -0.0011035872567925198 -1.729417260578487e-05 -0.00074851254818766898 0.0010469605448132717 -0.00097840997445886578 0.0013263995119465828 -0.00083911296541734463 -0.00092609886225322518 0.0014288491011388929 -0.00092431047658083688 -0.00049790821353559982 0.0011691077996442488 0.0013920625315749016 0.00020851945634101489 -0.0014284332171374953
leaf_weight=0.0014050107843868167 0.0014037889439322262 0.0011364988987918592 0.0013487723258478459 0.0018656531898137976 0.0021609581367716393 0.0011281932192899182 0.0014940348299887765 0.0019053894704783572 0.0019882120885830181 0.0012590234649030299 0.0019170296450106141 0.0012582762195165733 0.0018033727526862711 0.0012238746396882041 0.0012327830145650856 0.0011516076293984759 0.001289333108209334 0.0018004285595196725 0.0025291131526179447 0.0012066549156179987 0.001462484357034533 0.0013203023211687528 0.0010997460605039989 0.001825553447417856 0.0013867845852981722 0.0025168535416355301 0.0016091126154202931 0.0011793591778399308 0.019645835439883706 0.0013371081941588861
leaf_count=18 23 84 50 66 98 288 29 243 41 177 160 10 31 91 40 199 99 36 92 131 11 42 5 9 255 38 94 28 528 105
internal_value=0 -6.27892e-05 -3.23665e-05 -5.91689e-05 -3.07952e-05 5.18333e-06 -3.13593e-05 -2.93076e-06 2.80085e-05 -7.9283e-06 3.53495e-05 6.45516e-05 0.000104966 0.000144862 0.000109039 0.000144201 0.000178855 0.000141607 0.000202917 0.000142019 0.000181963 0.00023424 0.000280362 0.000228084 0.000273154 0.000193049 0.000255152 0.000192148 0.000275545 -0.000735698
internal_weight=0 0.0644874 0.0630823 0.0619459 0.0605971 0.0584361 0.0565705 0.0554423 0.0539482 0.05196 0.0500546 0.0487956 0.0468786 0.0450752 0.0438513 0.0426186 0.0414669 0.0402087 0.0375822 0.0350531 0.0338465 0.032046 0.0307257 0.0292632 0.0281635 0.0263379 0.0249512 0.023342 0.0208252 0.00262644
internal_count=3121 3098 3080 2996 2946 2848 2782 2494 2465 2424 2181 2004 1844 1813 1722 1682 1483 1473 1269 1177 1046 1010 968 957 952 943 688 594 556 204
is_linear=0
shrinkage=0.00142833


Tree=1209
num_leaves=19
num_cat=0
split_feature=1213 14 157 13 130 3 0 16 15 16 52 12 3 48 16 0 16 49
split_gain=0.000159056 0.000133647 0.000195296 0.000176685 0.000390736 0.000482272 0.000335422 0.000281285 0.000242697 0.000233794 0.000231608 0.000170119 0.000486183 0.000232266 0.000452439 0.000220819 0.000144411 9.56615e-05
threshold=-1.0000000180025095e-35 0.054835000000000009 -0.077234999999999984 -0.010384999999999998 -0.0015749999999999998 0.10893000000000001 -0.059114999999999994 -0.056919999999999991 -0.10091499999999999 -0.071854999999999988 -0.014264999999999998 0.092355000000000007 0.10732000000000001 0.084170000000000009 -0.083539999999999989 -0.08867499999999999 -0.094359999999999986 -0.0062499999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 11 -5 6 7 8 -6 -7 -8 13 -13 14 15 -4 -10 -15
right_child=1 -3 3 4 5 9 10 -9 16 -11 -12 12 -14 17 -16 -17 -18 -19
leaf_value=-0.0017245071086423838 0.0014333797965144339 -0.001512543348305348 0.00012314309722287684 -0.0027688203215939507 0.0017999344678774408 -0.00045105323749134103 6.7797957898376926e-05 -0.0020873052198490979 -0.0014943121486415288 -0.0031144573416422208 0.0025119225254693952 -0.0017752492699372054 0.0017195501696166432 0.0029924677887919076 -0.0015895128604364716 0.002683426205267007 0.00057558243132111418 0.001121159990417502
leaf_weight=0.0010211298393180681 0.0019476934756510458 0.0010195002543373901 0.0013107746776939155 0.0011708791746701816 0.0013509784925247476 0.001264044391717789 0.0012318015297410057 0.0012493191860505348 0.0013298184258887531 0.0012615577879486759 0.001870916055500384 0.0019234128925398331 0.0012636138201003178 0.0010302038073624065 0.0015807914581348883 0.0012712950041662259 0.0012552492267774423 0.0010637344886252897
leaf_count=491 355 96 191 149 54 51 123 184 63 43 65 383 25 117 379 120 127 105
internal_value=0 3.87328e-05 0.000106389 -1.42258e-05 -0.000367036 -0.000106977 0.000403279 -0.00027784 0.000296493 -0.00178144 0.00154159 0.000433503 -0.000389608 0.000852771 0.000254669 0.00138371 -0.000489219 0.00204183
internal_weight=0 0.0243956 0.0233761 0.0214284 0.0119846 0.0108137 0.00828808 0.00518537 0.00393605 0.0025256 0.00310272 0.00944383 0.00318703 0.0062568 0.00416286 0.00258207 0.00258507 0.00209394
internal_count=3121 2630 2534 2179 859 710 616 428 244 94 188 1320 408 912 690 311 190 222
is_linear=0
shrinkage=0.00437696


Tree=1210
num_leaves=19
num_cat=0
split_feature=1 42 403 42 3 43 4 4 0 1 2 49 52 3 43 13 16 0
split_gain=0.000168089 0.000234355 0.000235343 0.000214569 0.000254687 0.000239361 0.000252534 0.000220087 0.00029814 0.000392398 0.000222252 0.000199441 0.00027901 0.000223651 0.000152254 0.000150478 0.000149879 0.000121688
threshold=0.10752500000000002 -1.0000000180025095e-35 0.03138500000000001 0.092395000000000019 -0.15447499999999995 0.13895500000000002 0.057560000000000007 -0.27825499999999997 -0.060129999999999996 0.094385000000000011 0.089775000000000008 -0.078034999999999979 0.070205000000000017 -0.073884999999999992 -0.041049999999999996 -0.014169999999999999 -0.056919999999999991 -0.14116499999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 -3 6 7 -6 9 10 16 -2 13 -13 -15 -5 -9 -16
right_child=11 3 -4 15 5 -7 -8 8 -10 -11 -12 12 -14 14 17 -17 -18 -19
leaf_value=-0.0030450527516387156 0.0023335952001365878 0.0022612937934583174 -0.00017293206639999202 -0.0026403218438181535 -0.0017811891363208989 0.0020819988025896053 -0.0018390019653621481 -0.00049329399976361739 0.0026064353121844253 0.0025395208993134731 0.00065492903665351643 0.0012451462051391267 0.0021615289001927357 0.00062638828243347696 -0.00065116872459767302 -0.00017811874943524089 -0.002576102032056468 -0.0026455789263638216
leaf_weight=0.0012379934943690654 0.0011300457183285317 0.0011376499014694738 0.001224163467808681 0.0010849916165859841 0.0011824863837262027 0.0010368836906415888 0.0018008589298359476 0.0018456349624635963 0.0011006131459048111 0.0010692343768798906 0.0019904733072817482 0.0015836573330063608 0.0013015617405729429 0.0011208082379804418 0.0017637304997411007 0.0010574225250152844 0.0012504050232086672 0.0010547517484348345
leaf_count=622 78 119 166 423 89 21 119 257 37 79 162 118 120 112 56 45 392 106
internal_value=0 -0.000291746 -0.00161706 -6.75781e-05 0.000166693 -4.46232e-05 -0.000259967 7.70005e-05 0.000379808 -1.82999e-05 -0.000555979 0.000526172 0.000226887 -0.000229039 -0.000821685 -0.00142506 -0.00133448 -0.00139753
internal_weight=0 0.0170188 0.00246216 0.0145567 0.0124142 0.0112766 0.0102397 0.00843885 0.00725636 0.00615575 0.00508651 0.00795456 0.00682451 0.00552295 0.00393929 0.00214241 0.00309604 0.00281848
internal_count=3121 2531 788 1743 1275 1156 1135 1016 927 890 811 590 512 392 274 468 649 162
is_linear=0
shrinkage=0.00464487


Tree=1211
num_leaves=31
num_cat=0
split_feature=39 31 42 151 150 1456 16 33 9 52 133 123 13 13 403 160 1 13 1374 47 15 4 13 16 4 16 52 0 4 16
split_gain=0.00134938 0.00122029 0.00100908 0.000899264 0.00073913 0.000946345 0.000756439 0.000616174 0.000559814 0.000514871 0.000602099 0.000629249 0.000706503 0.00096853 0.000747346 0.000700282 0.000559554 0.000799538 0.000726928 0.000745844 0.000660857 0.00113568 0.00057349 0.000608859 0.000587243 0.000564964 0.000778597 0.000593107 0.000438498 0.00074154
threshold=0.16946000000000003 -1.0000000180025095e-35 -0.11466499999999999 -0.5145249999999999 -0.22665999999999997 -1.0000000180025095e-35 -0.53943499999999989 -0.0066799999999999993 0.09055500000000001 -0.53299999999999992 -0.25159999999999993 0.088205000000000019 -0.53104499999999988 -0.47860499999999995 -0.088999999999999982 -0.098904999999999979 0.10060500000000001 -0.073839999999999975 -0.094929999999999987 1.0000000180025095e-35 0.035560000000000008 0.033845000000000007 -0.13710499999999998 0.23311500000000004 -0.35136499999999998 0.0057500000000000008 -0.085984999999999992 -0.23001499999999997 -0.082109999999999975 -0.088159999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 -5 -6 -7 -8 9 -9 -11 12 -12 -14 -15 -16 18 -18 -17 22 21 -19 -20 24 -24 26 -26 -28 -29 -30
right_child=-2 2 3 4 5 6 7 8 -10 10 11 -13 13 14 15 16 17 20 19 -21 -22 -23 23 -25 25 -27 27 28 29 -31
leaf_value=0.0014005332397265774 0.0014008364477122537 -0.00095253058708129671 -0.0012849473712262492 0.00097718751103254551 -0.0011225348072941013 0.00096834886057018429 -0.0010716615378428768 -0.00098936343006626195 0.00098110951237025557 -0.00090806310439814136 -0.00097835022660022709 0.001015550423564383 0.0012036949912521489 -0.0010221828352667309 -0.00078345579703466262 -0.0011658773682824775 0.00098352554202451627 0.0010881165835743753 -0.00084837836524761254 -0.0010078884043890613 -0.00083748286085808595 -0.00016041859143659312 -0.0008204991623010961 0.0011633798632217404 -0.001024907091981032 0.00096411559751421766 0.00098066283778668571 0.00054024955375341966 0.00024908874040501211 -0.00081256565030554933
leaf_weight=0.0010929826027132874 0.0012670633618938601 0.0025530227672143626 0.0011241364477427842 0.0014202046470472842 0.0015537003683968589 0.001495641226494363 0.0011163724234570785 0.0010987055724471775 0.0010725800509021602 0.001428193781332964 0.0014323071027888537 0.0012010443714229871 0.0013152494858630339 0.0014019391263868633 0.001969799874460775 0.0011106604251907006 0.0027741281873847612 0.0022293687175221066 0.001181200808900937 0.0013173929011076604 0.0012247925200199461 0.0039771939678026058 0.0012742307305728543 0.0011090172165384446 0.0011505212627351833 0.0015641875784311319 0.0015706101411296801 0.0023502947346707324 0.0031500413025202676 0.0021849344140608155
leaf_count=84 23 168 48 23 269 73 29 176 35 160 11 95 26 377 234 30 99 65 23 103 20 82 19 68 84 61 18 160 143 315
internal_value=0 -6.26496e-05 -9.57247e-05 -4.79623e-05 -1.68362e-05 -4.94739e-05 -9.49312e-06 -4.58694e-05 -1.65726e-05 -4.47212e-05 -1.66074e-05 1.92678e-05 -1.56302e-05 2.63387e-05 -2.27578e-05 2.37322e-05 8.01781e-05 0.00034202 -6.85839e-05 3.73328e-06 0.000102546 0.000288049 8.95202e-05 0.000166701 8.32474e-05 0.000179448 6.15049e-05 0.000196548 3.6301e-05 -0.000185711
internal_weight=0 0.0494445 0.0483515 0.0457984 0.0446743 0.0432541 0.0417004 0.0402048 0.0390884 0.0380158 0.0369171 0.0354889 0.0342879 0.0328556 0.0315403 0.0301384 0.0281686 0.0102055 0.0179631 0.0168524 0.00743136 0.00620656 0.015535 0.0143538 0.0132448 0.0119706 0.0104064 0.00925588 0.00768527 0.00533498
internal_count=3121 3098 3014 2846 2798 2775 2506 2433 2404 2369 2193 2033 1938 1927 1901 1524 1290 266 1024 994 167 147 891 868 800 781 720 636 618 458
is_linear=0
shrinkage=0.00140032


Tree=1212
num_leaves=31
num_cat=0
split_feature=39 9 42 151 16 156 401 150 1456 33 38 3 14 124 457 457 132 13 13 403 15 1374 0 484 1 12 130 43 12 16
split_gain=0.00160409 0.00131114 0.00116853 0.00104375 0.00101913 0.000930464 0.000884783 0.000718386 0.000757764 0.00068133 0.000655133 0.00103898 0.000724339 0.000756276 0.000649436 0.00106033 0.000676624 0.000612455 0.00100382 0.000697248 0.000631493 0.000514221 0.000655663 0.000634747 0.000484787 0.000677019 0.000748203 0.00102933 0.000635248 0.000635206
threshold=0.16946000000000003 -0.036024999999999995 -0.26584999999999998 -0.5145249999999999 -0.53943499999999989 -1.0000000180025095e-35 0.10076500000000001 -0.22665999999999997 -1.0000000180025095e-35 -0.0066799999999999993 0.10386000000000002 0.31299000000000005 0.078745000000000009 -0.043384999999999993 -0.0029299999999999994 -0.098834999999999992 -1.0000000180025095e-35 -0.53104499999999988 -0.47860499999999995 -0.088999999999999982 0.23208000000000004 -0.094929999999999987 -0.23001499999999997 -1.0000000180025095e-35 0.12337000000000002 0.092355000000000007 -1.0000000180025095e-35 -0.15879999999999997 0.10645 -0.040964999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 -5 -6 7 -7 -9 -10 11 12 13 -11 15 -15 -16 -18 -19 -20 21 -21 -23 -24 25 -25 -27 -28 -29 -26
right_child=-2 2 3 4 5 6 -8 8 9 10 -12 -13 -14 14 16 -17 17 18 19 20 -22 22 23 24 29 26 27 28 -30 -31
leaf_value=0.0014571346741459412 0.0014575425295561451 -0.0014572041267406468 -0.0013453348463918571 0.0010237817374659976 -0.0014569676763701946 0.00089013907466163329 -0.0013995281143385321 -0.0010663594932524604 -0.0010954639103042535 0.00082774935145688586 -0.000939716217151091 0.0014569677414503174 -0.00097722380367594539 0.00038620031022972869 -0.00095090341337483167 -0.0014056995480039016 -0.00099007140136549957 0.0011885570236863986 -0.00092752576621943253 -0.00062624848452952906 -0.00096547973592535591 0.00093977796111947289 -0.00098777556720260323 0.00026050443624596887 0.001457096735623994 -0.0014570827359761047 0.00082189534479641571 -0.0013348008093723505 0.00010059727896039187 5.5043748249160299e-05
leaf_weight=0.0011763827910740146 0.0015076259823203477 0.0013092463566515269 0.001317540953344575 0.0018700147520398494 0.0010081634739509395 0.0017901745206927435 0.001000816492866762 0.0015075989730444208 0.0012099710864603699 0.00246685153331505 0.0014829889976510904 0.0010786719234729949 0.001523689981050679 0.0011913350737682293 0.001378248455997432 0.0017026822351091644 0.0010782095341710365 0.0017841367498476748 0.0014334927276822276 0.0016841800387084041 0.0011097194819740244 0.0023439950407464277 0.0010271317726870946 0.015451945837000623 0.0013752150793200357 0.0010301794659248742 0.0016640044308218194 0.0013582144013084543 0.0012629108628685604 0.0013682707236455363
leaf_count=89 23 18 50 87 162 23 162 236 29 128 32 84 50 35 271 146 4 10 299 31 12 21 167 556 45 29 26 215 53 28
internal_value=0 -6.49843e-05 -9.70683e-05 -6.43941e-05 -3.26603e-05 -7.11607e-05 -4.33875e-05 -1.58593e-05 -4.99946e-05 -1.66888e-05 1.24496e-05 4.50507e-05 8.99015e-06 4.59014e-05 -4.53027e-06 -0.000668056 4.97912e-05 9.039e-05 0.000125806 6.48568e-05 0.000112794 0.000154682 0.000203608 0.000133285 0.000182262 0.000106224 -0.000342279 -7.42714e-05 -0.000643197 0.000757845
internal_weight=0 0.056986 0.0558096 0.0545004 0.0531828 0.0513128 0.0503046 0.0493038 0.0475136 0.046006 0.0447961 0.0433131 0.0422344 0.0407107 0.0382439 0.00289402 0.0353499 0.0339716 0.0328934 0.0311093 0.0296758 0.028566 0.0268819 0.0245379 0.0235107 0.0207673 0.00531531 0.00428513 0.00262113 0.00274349
internal_count=3121 3098 3009 2991 2941 2854 2692 2530 2507 2271 2242 2210 2126 2076 1948 181 1767 1496 1492 1482 1183 1171 1140 1119 952 879 323 294 268 73
is_linear=0
shrinkage=0.00145689


Tree=1213
num_leaves=20
num_cat=0
split_feature=13 13 1 12 0 15 12 50 403 4 15 47 51 16 48 2 42 47 2
split_gain=0.00016608 0.000399602 0.000253378 0.000290349 0.000348917 0.00033901 0.000283542 0.000289969 0.000266854 0.000393702 0.00045585 0.000296175 0.000233985 0.000218712 0.000298927 0.000341269 0.000142798 0.000102 7.57293e-05
threshold=-0.53104499999999988 -0.43167499999999998 1.0000000180025095e-35 0.092355000000000007 -0.087634999999999977 0.035560000000000008 -0.069644999999999985 0.10124500000000002 0.03138500000000001 -0.033174999999999989 -0.016799999999999995 0.11893500000000001 0.067785000000000012 -0.056919999999999991 0.086035000000000014 0.098035000000000011 0.080840000000000009 0.086380000000000012 0.079055000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 -3 16 -4 8 9 12 11 13 -8 14 17 -16 -6 -11 -12
right_child=1 2 6 -5 5 -7 7 -9 -10 10 18 -13 -14 -15 15 -17 -18 -19 -20
leaf_value=-0.0016326174609600039 0.0024726634758744084 -0.0018104040275857816 0.0018356271869720163 -0.0023388790190755951 0.00041104119250630409 0.0018776349316444146 -0.0023792199327679355 -0.0019005649230619611 0.0021953545536863872 0.0024024455065090144 0.0012221185410758873 -0.0017544184095249027 9.9299029298827225e-05 -0.00098924733648599766 -0.0017702007846741325 0.0012753496786311279 -0.0017391557454900831 0.000812518811185383 0.0027335525394178214
leaf_weight=0.0010104098894903038 0.0010565366162409431 0.0016766790875806211 0.0015645272911588562 0.0014470585336198716 0.0010194725123868782 0.0015120531448927776 0.0015398153835588521 0.0011764207909528155 0.0010066656487772727 0.0013976787023168872 0.0010136619003162624 0.0013870785811214148 0.0010457807160770827 0.0016303750500679124 0.0012600654230894293 0.0011512545094873872 0.0010007902958126813 0.0012496668700130442 0.0011650037638233357
leaf_count=36 61 392 244 509 75 427 373 181 61 117 47 47 74 113 37 55 192 30 50
internal_value=0 4.05075e-05 -7.00439e-05 -0.000736527 -0.000291394 0.000429633 0.000197387 2.67828e-05 0.000190527 3.33516e-05 0.000388888 -5.39185e-05 -0.00137675 0.000298707 0.000713806 -0.000316141 -0.000654115 0.00165193 0.00203033
internal_weight=0 0.0243006 0.023244 0.00665605 0.005209 0.00353232 0.016588 0.0150235 0.013847 0.0128404 0.0102548 0.00807612 0.0025856 0.00668904 0.00505867 0.00241132 0.00202026 0.00264735 0.00217867
internal_count=3121 3085 3024 1595 1086 694 1429 1185 1004 943 496 399 447 352 239 92 267 147 97
is_linear=0
shrinkage=0.00404364


Tree=1214
num_leaves=20
num_cat=0
split_feature=3 1447 453 4 158 49 457 150 159 133 52 15 16 1 133 52 12 15 457
split_gain=0.000140756 0.000148235 0.00020956 0.00023653 0.000263473 0.000199491 0.000178441 0.000420782 0.000178625 0.000200516 0.00048414 0.000283122 0.000184327 0.000199693 0.000309258 0.000225128 0.000121756 0.000118208 8.17611e-05
threshold=0.30112000000000005 -1.0000000180025095e-35 1.0000000180025095e-35 0.27287000000000006 1.0000000180025095e-35 0.10440000000000001 0.088350000000000026 0.086615000000000011 0.076905000000000015 -1.0000000180025095e-35 0.11434500000000002 0.088235000000000022 -0.15241499999999997 0.092695000000000013 0.084760000000000016 0.0031350000000000002 0.089795000000000014 -0.016799999999999995 0.31508000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 6 7 8 9 11 12 -3 -11 14 15 -14 -5 -15 -8
right_child=-2 2 -4 16 -6 -7 18 -9 -10 10 -12 -13 13 17 -16 -17 -18 -19 -20
leaf_value=-0.0016801654714439116 0.0015824451457274393 -0.0027499499401690717 -0.0018652019134855248 0.0022171063262288815 -0.0022706666310173262 0.0016383080311643155 0.0018763271480340528 -0.0029700240946149061 0.0014247863053566609 0.0017063459762795264 -0.0024503180811956374 0.00021702983867898532 0.00043978604031912917 -0.0017159234143795854 -0.00068025703244352224 0.0031483103981847027 0.00028385248554967552 0.00022647872905221241 0.00019514691690795933
leaf_weight=0.0010770583256207158 0.0010003463890284605 0.0013072700651858291 0.0011191361918245759 0.0013730979858707073 0.0010046783419018759 0.0013693783504701287 0.0011369825782239209 0.0010317806193431709 0.0013755267138741986 0.0017239471174832462 0.0012893848152309992 0.0011654802828395816 0.0012366357987672076 0.0014120179305843195 0.0018042517832438376 0.0011207047503107859 0.001144149646453485 0.0010440275094785179 0.0010812065766003798
leaf_count=299 132 416 72 188 230 196 70 132 126 39 219 204 115 84 298 67 68 146 20
internal_value=0 -9.35231e-05 -1.83722e-05 7.72247e-05 -8.89605e-05 3.21491e-05 -9.93239e-05 -0.000276063 -6.98513e-05 -0.000239709 4.57492e-05 -0.00135152 0.000431574 9.9486e-05 0.000683591 0.00172745 0.0013384 -0.000890238 0.00105687
internal_weight=0 0.0238167 0.0227397 0.0216205 0.0191033 0.0180986 0.0167292 0.014511 0.0134792 0.0121037 0.00963097 0.00247275 0.00834158 0.00661764 0.00416159 0.00235734 0.00251725 0.00245605 0.00221819
internal_count=3121 2989 2690 2618 2362 2132 1936 1846 1714 1588 968 620 749 710 480 182 256 230 90
is_linear=0
shrinkage=0.00437696


Tree=1215
num_leaves=31
num_cat=0
split_feature=39 42 151 33 2 1456 457 1375 1213 48 133 133 160 52 38 1 13 43 14 48 0 4 16 52 43 133 12 2 2 16
split_gain=0.00111509 0.000969627 0.000948941 0.000662628 0.0014399 0.000836636 0.00064135 0.00084049 0.000763574 0.000785403 0.000694691 0.000710047 0.000819114 0.000805599 0.000786107 0.000642751 0.000771074 0.000678459 0.000554431 0.000555886 0.000827873 0.00048172 0.000712557 0.000980069 0.000649978 0.000815714 0.00142107 0.000467483 0.000687007 0.000356054
threshold=0.16946000000000003 -0.11051499999999999 -0.5145249999999999 -0.0066799999999999993 -0.0091949999999999983 -1.0000000180025095e-35 -0.15747999999999998 0.081540000000000015 -0.080769999999999995 -0.084044999999999995 0.18829500000000002 -0.25159999999999993 -0.40698999999999991 -0.52017999999999986 1.0000000180025095e-35 0.099660000000000012 -0.073839999999999975 -0.51144999999999985 -0.46596499999999991 0.12879500000000002 -0.11991499999999998 -0.49405499999999997 0.0065250000000000004 -0.087284999999999988 -0.08756499999999999 0.083950000000000011 0.090020000000000017 0.088475000000000012 0.081685000000000021 0.22339500000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 -5 -6 -7 8 -8 -10 11 -11 -13 -14 15 17 -17 -15 -18 20 -20 -19 23 -23 -25 26 27 28 -26 -24
right_child=-2 2 3 4 5 6 7 -9 9 10 -12 12 13 14 -16 16 18 21 19 -21 -22 22 29 24 25 -27 -28 -29 -30 -31
leaf_value=-0.0008597448102811014 0.001346339247243389 -0.0012596613539469584 -0.00089980495981600546 0.00098172445567492987 -0.00094687978442142254 0.0009454179204943854 -0.00095679934385484503 -0.0010688176451581956 -0.00082046057098243697 -0.0007127254467988195 -0.00077814067868700078 -0.00079646833367360973 -0.00096467174091500714 0.0011670070899485853 -0.00066496119303834241 0.0011106460832482367 -0.00054940718033234467 -0.00056468216816327708 0.0012666580408607373 -0.00022956299917620935 0.00015579864160863736 -0.0010226412094766399 0.0010330940127702677 -0.0007513039106213672 0.00045113360255471277 0.00092447853509780283 -0.0013461395347109709 0.00058831035867665455 -0.00074616568968018386 0.00010820359173563518
leaf_weight=0.0025567191995947694 0.0010551233812527974 0.0010782457352433985 0.0013898594338037631 0.0027887410917699631 0.0016791925740298188 0.0013191574281634635 0.001384160209322082 0.001310167064199951 0.001755301673263431 0.0016973045838732928 0.0015647369722300289 0.0014943584669158119 0.0010055363069254577 0.0011528882095603868 0.0015887354331240991 0.0033206638560785429 0.001103891812135771 0.0017717428386276731 0.0024051565746550096 0.0015099896432957394 0.0024567605073393395 0.0014190696965794532 0.0022642150404219566 0.0012794849141979344 0.0019411408232201874 0.0025855073264522419 0.0011276604551238023 0.0040072754862041648 0.0015706549436871331 0.0011305149036093809
leaf_count=179 23 48 34 142 268 34 274 116 50 156 259 144 158 11 48 171 20 40 70 18 76 72 66 101 67 112 117 53 141 53
internal_value=0 -5.08608e-05 -1.0391e-05 1.65365e-05 4.27237e-05 -1.43952e-05 2.10578e-05 -7.40108e-06 2.60785e-05 5.99608e-05 0.000100209 0.000137523 0.000178597 0.00022191 0.00025847 0.000305724 0.000570949 0.000164318 0.000331222 0.000483785 0.000705333 0.000103787 0.000172146 3.74023e-05 0.000157632 0.00026117 6.28305e-05 0.000274138 -8.436e-05 0.000725086
internal_weight=0 0.0536588 0.0511021 0.0500239 0.048634 0.0458453 0.0441661 0.0428469 0.0415368 0.0401526 0.0383973 0.0368326 0.0351352 0.0336409 0.0326354 0.0310466 0.0107965 0.0202502 0.0074758 0.00637191 0.00486192 0.0190973 0.0173255 0.0139308 0.0125117 0.0112322 0.00864673 0.00751907 0.0035118 0.00339473
internal_count=3121 3098 2919 2871 2837 2695 2427 2393 2277 2003 1953 1694 1538 1394 1236 1188 355 833 184 164 146 822 782 663 591 490 378 261 208 119
is_linear=0
shrinkage=0.00134594


Tree=1216
num_leaves=20
num_cat=0
split_feature=1213 11 0 43 48 1 16 13 403 0 43 52 43 2 4 16 160 1 2
split_gain=0.000147392 0.000149005 0.00024496 0.000283586 0.000283286 0.000221008 0.000254391 0.000231975 0.000219765 0.000271293 0.000528593 0.000217715 0.000210059 0.000190328 0.00028226 0.000172239 0.000169874 0.000131592 0.000131139
threshold=-1.0000000180025095e-35 0.080455000000000013 -0.019414999999999998 -0.27207999999999993 -0.086869999999999989 0.099660000000000012 -0.36241499999999999 -0.084154999999999994 0.092070000000000013 -0.10011499999999998 -0.083134999999999987 0.016565000000000003 -0.043144999999999996 0.11018500000000002 -0.49405499999999997 -0.069144999999999984 0.086870000000000017 0.085110000000000005 0.082850000000000021
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 -5 8 -7 -8 9 16 -11 12 -9 14 -4 -3 17 -6 -19
right_child=1 15 13 4 5 6 7 11 -10 10 -12 -13 -14 -15 -16 -17 -18 18 -20
leaf_value=-0.001591665654416754 -0.0021907322003438231 0.00016649943962765879 -0.0010492240229632061 -0.0020704472100892598 -0.00036651926845705177 -0.00072389097334395235 0.0027937866947228798 0.0014334834157761296 0.0015882487921555651 0.00030435077140482451 -0.0032721409430911518 0.0024000844431840552 -0.00081362384943687476 0.0025273414946025922 0.0015375614008130999 -0.0022804580568150747 -0.0012503132736406191 0.00023183968822644747 0.0023773998597684102
leaf_weight=0.0010174415311575138 0.0010536414967621246 0.001028680809467275 0.0012349454113156355 0.0010342975501256282 0.0014278965281997423 0.0015607363644287719 0.0012486778986460223 0.0012879637887506235 0.0010175928764968312 0.0014525323022155368 0.0014731917353729695 0.0010176966879189564 0.0017188922576600882 0.0011332734599691641 0.0018878749752321315 0.001008025290517133 0.0011605866927366648 0.001010301837766292 0.0010064788422567972
leaf_count=491 87 54 78 59 114 161 104 120 67 363 875 59 70 67 112 127 57 18 38
internal_value=0 4.34859e-05 0.000145483 -7.50011e-05 6.07876e-05 0.000204088 0.000768081 0.00120966 -0.000246782 -0.000494733 -0.00149652 0.000718167 0.000148907 0.00105053 0.000514595 -0.00104457 0.000141704 0.000610704 0.00130259
internal_weight=0 0.0237633 0.0217266 0.0174705 0.0164168 0.0153825 0.00683397 0.00527323 0.00854858 0.00753099 0.00292572 0.00402455 0.00300686 0.00425609 0.00312282 0.00203671 0.00460526 0.00344468 0.00201678
internal_count=3121 2630 2449 2192 2105 2046 514 353 1532 1465 1238 249 190 257 190 181 227 170 56
is_linear=0
shrinkage=0.004207


Tree=1217
num_leaves=31
num_cat=0
split_feature=39 42 151 16 150 1456 9 33 52 133 123 13 13 403 1212 457 48 457 159 1 159 13 43 12 16 1374 49 3 0 0
split_gain=0.00119016 0.00106513 0.000913044 0.000777859 0.000595282 0.000767026 0.000557007 0.00060058 0.000555113 0.000768517 0.000783036 0.000613113 0.00085798 0.00062065 0.000570193 0.000602886 0.000873834 0.000740146 0.000579283 0.00061538 0.000565964 0.000509852 0.000712421 0.000811742 0.000564898 0.000928034 0.000480102 0.00034474 0.000380246 0.000606399
threshold=0.16946000000000003 -0.11466499999999999 -0.5145249999999999 -0.53943499999999989 -0.096234999999999987 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.0066799999999999993 -0.53299999999999992 -0.25159999999999993 0.088120000000000018 -0.53104499999999988 -0.47860499999999995 -0.088999999999999982 -1.0000000180025095e-35 -0.0029299999999999994 -0.075224999999999986 -0.087749999999999981 -0.032739999999999991 0.11230000000000001 0.091530000000000014 0.19762500000000002 -0.15582499999999996 0.092255000000000018 0.15891500000000003 -0.094929999999999987 -0.087004999999999985 0.086245000000000016 -0.076899999999999982 -0.091069999999999984
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 -5 -6 -7 -8 -9 -10 11 -11 -13 -14 -15 17 -17 -16 -18 20 21 22 -20 24 25 -24 -27 28 29 -28
right_child=-2 2 3 4 5 6 7 8 9 10 -12 12 13 14 15 16 18 -19 19 -21 -22 -23 23 -25 -26 26 27 -29 -30 -31
leaf_value=-0.001085329287004563 0.0015465458692137182 -0.0014394695262179599 0.0010871440745555952 0.00085165931799220033 -0.0012069408138712151 0.00097513864135741007 -0.0011678390049011838 -0.0011642106803156818 -0.0010974272409587193 -0.0010653003801619899 0.0012302717265787429 0.0013211933173585268 -0.0010504457775894313 -0.00083487690824321048 0.00028724655653059473 -0.0010995755299042446 -0.00061868042516814205 -0.001437443947033947 0.0013439336511111945 0.00085780238327982429 -0.00076776980956011075 -0.00073521306246807528 -0.00075492681374148322 -0.001020748957263714 -0.00058636485731834243 -0.00016402740636366794 0.00084707421703976557 0.0014690843594723953 0.001392993778140563 -0.00038219791358801267
leaf_weight=0.0023987583119855485 0.0010976402259075249 0.0010662681420967593 0.0015415444545290305 0.0017437326246714227 0.0013724132811870895 0.0012727789759232602 0.0011439852660544139 0.0010005909869055243 0.0014484932761291694 0.0012298548243734322 0.0012977436817678259 0.0012147541464742053 0.0012969461350169622 0.0016565237972310234 0.0011086431056730461 0.0012143607797412406 0.0017023559434328197 0.0012831819976746308 0.0015434017474262847 0.0040700630694985298 0.0013637033581809224 0.0011097162088269394 0.0012563969177534781 0.0011273905166264706 0.0013367307030698336 0.0013853947126065734 0.002818562133575662 0.0015748551741125993 0.0012675057230353681 0.0014540708051482554
leaf_count=169 23 48 92 53 257 84 29 176 160 11 101 28 379 191 79 51 206 87 21 135 104 29 30 129 33 42 82 19 33 240
internal_value=0 -8.27444e-05 -2.66873e-05 9.32032e-06 -3.19143e-05 -7.18805e-05 -2.99802e-05 -6.56099e-05 -2.93358e-05 4.29938e-06 5.36877e-05 4.45563e-06 4.86277e-05 -5.48032e-06 4.42125e-05 0.00010106 0.000177177 -0.000638027 0.000247619 0.000320239 0.000185496 0.000272894 0.000354171 0.000229172 0.000356196 0.000485332 0.000668648 0.000830782 0.000649337 0.000428726
internal_weight=0 0.0453007 0.042902 0.0418357 0.0402941 0.0385504 0.037178 0.0359052 0.0347612 0.0337606 0.0323122 0.0310144 0.0297846 0.0285698 0.0272729 0.0256163 0.0232245 0.00239183 0.0220101 0.0203078 0.0162377 0.014874 0.0137643 0.0122209 0.0110935 0.00975679 0.00850039 0.00711499 0.00554014 0.00427263
internal_count=3121 3098 2929 2881 2789 2736 2479 2395 2366 2190 2030 1929 1918 1890 1511 1320 1154 166 1103 897 762 658 629 608 479 446 416 374 355 322
is_linear=0
shrinkage=0.00154607


Tree=1218
num_leaves=31
num_cat=0
split_feature=39 31 42 151 14 16 47 150 3 13 376 47 42 0 16 16 13 1213 3 0 160 1 15 16 160 151 15 47 1213 13
split_gain=0.00129585 0.00117959 0.00109804 0.00102128 0.000956558 0.00104468 0.00106119 0.00127706 0.00130007 0.00106837 0.00113172 0.000900307 0.000892844 0.000851714 0.00101919 0.00120447 0.000761113 0.000666194 0.00072679 0.000764929 0.000679816 0.000660826 0.00106808 0.000821773 0.000775194 0.000637478 0.00085385 0.000597474 0.000556761 0.000627694
threshold=0.16946000000000003 -1.0000000180025095e-35 -0.26584999999999998 -0.5145249999999999 0.076175000000000007 -0.53943499999999989 0.087235000000000021 -0.22665999999999997 0.30112000000000005 -0.53104499999999988 0.048375000000000008 0.09550500000000002 0.10410000000000001 -0.061629999999999997 -0.056919999999999991 -0.29154999999999992 -0.42195999999999995 0.039620000000000009 0.12178000000000001 -0.23091999999999999 -0.10151499999999998 0.10060500000000001 -0.0063699999999999989 0.062650000000000025 -0.081969999999999987 -0.055494999999999996 -0.091964999999999977 0.10783500000000001 -1.0000000180025095e-35 -0.0034749999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 5 -5 7 -7 9 -9 16 -8 13 14 15 -13 -11 18 19 -18 -21 22 25 -23 -24 26 -22 -17 -26 -30
right_child=-2 2 3 4 -6 6 11 8 -10 10 -12 12 -14 -15 -16 27 17 -19 -20 20 21 23 24 -25 28 -27 -28 -29 29 -31
leaf_value=0.001457116472552307 0.0014573697558546456 -0.0014571951932654612 -0.0013408412746148462 0.001122889285118204 -0.0010448044229608268 0.0013265405669031624 -0.0012265717140811389 -0.0014552980543332888 0.0014569881287787953 0.00098045985243779129 0.0011073211819074172 -0.00098210937665740676 -0.0014282306389185242 0.00078936352462958084 -0.001457016780826157 -0.00012170083837245306 0.00093919145298731056 -0.0010822170904774113 -0.00073237408713710812 -0.00083057584981275333 0.00073135828350375551 0.00066332069140610155 0.0011346019561599516 -0.00074308594441986045 -0.00097810263145944052 -0.0012093498298473993 -0.0010353164518339089 0.0012091957047336921 0.00039814733426513056 -0.00029696753087254333
leaf_weight=0.0010644231460381617 0.0012148460406038444 0.0012216094438688421 0.0012936321032697142 0.0017166368203458396 0.0019089156191594006 0.0016662333213730554 0.0023654448301591033 0.0010772689714713115 0.0012991574343175208 0.0014753479129012695 0.0019140824096757205 0.0016583584206983915 0.0011260389706482243 0.0019640661240067905 0.0012999997991816059 0.0013630147985637118 0.0018185457955723757 0.0013739532288044023 0.0029694355661149521 0.002111962293711577 0.0011647483472643216 0.0053753649291294883 0.0013780328685557555 0.0010548836260007022 0.00116033437532126 0.002501121559948854 0.0011579170110094239 0.0015081332375075363 0.00607054242010818 0.0050520540274645821
leaf_count=84 23 18 50 66 98 20 73 7 99 13 83 22 23 47 109 40 26 257 27 291 12 141 30 85 359 404 130 24 296 164
internal_value=0 -6.26945e-05 -9.05638e-05 -6.11844e-05 -3.13743e-05 4.70287e-06 -3.22778e-05 7.75195e-05 2.40944e-05 -2.53419e-05 1.67718e-05 -0.000427497 -0.000215586 -4.03795e-05 -0.000319935 6.41545e-06 -4.34459e-05 -8.89617e-05 -4.60672e-05 2.45831e-05 -3.69575e-05 3.03149e-05 -0.000109627 0.000432599 9.84753e-05 -0.000698972 -0.000149381 0.000577382 -1.77687e-05 8.24155e-05
internal_weight=0 0.0591113 0.0580468 0.0568252 0.0555316 0.0536227 0.051906 0.040621 0.0389548 0.0376556 0.0365783 0.0112851 0.00891961 0.00779357 0.00582951 0.00452951 0.0346642 0.0331889 0.0318149 0.0288455 0.027027 0.024915 0.0184848 0.00643025 0.013661 0.00482379 0.00232267 0.00287115 0.0122829 0.0111226
internal_count=3121 3098 3014 2996 2946 2848 2782 2444 2424 2325 2318 338 265 242 195 86 2235 2222 1965 1938 1912 1621 1395 226 849 546 142 64 819 460
is_linear=0
shrinkage=0.00145689


Tree=1219
num_leaves=31
num_cat=0
split_feature=31 151 4 150 158 14 41 159 1213 483 160 16 47 1213 475 13 13 160 457 42 42 133 15 47 15 0 160 42 47 0
split_gain=0.00116255 0.000825781 0.000791695 0.000980537 0.000818068 0.000774121 0.000738821 0.000603884 0.000624141 0.000653455 0.000640425 0.000582163 0.000552281 0.000542713 0.000620884 0.000560768 0.000883035 0.000504058 0.000861002 0.000787391 0.000478582 0.000898182 0.000747342 0.000533002 0.000711401 0.000715785 0.000506243 0.000446902 0.000387926 0.000334235
threshold=-1.0000000180025095e-35 -0.5145249999999999 0.27834500000000006 -0.22665999999999997 0.094245000000000009 -0.46885499999999997 0.078475000000000017 0.088450000000000015 0.039620000000000009 0.086230000000000015 -0.22361499999999998 0.013515000000000001 0.10954500000000002 -1.0000000180025095e-35 -0.084049999999999986 -0.53104499999999988 -0.47860499999999995 -0.080934999999999993 -0.0029299999999999994 -0.11466499999999999 0.083995000000000014 0.091410000000000005 0.10017500000000001 0.11402500000000002 -0.095869999999999983 -0.099059999999999995 0.10070500000000002 0.092395000000000019 0.087885000000000019 0.13134000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 6 -4 7 8 9 10 -5 -9 -7 -12 -15 -16 -17 -18 -19 -20 22 28 23 24 -21 26 -26 -23 -22 -27
right_child=1 2 5 4 -6 12 -8 11 -10 -11 13 -13 -14 14 15 16 17 18 19 20 21 27 -24 -25 25 29 -28 -29 -30 -31
leaf_value=0.0011263946738597241 -0.0010290056784348107 0.00091336717536902887 -0.00037504385349339578 -0.00068735679891006698 -0.0010388963110550388 0.00078416635746371194 -0.00095944665283808868 -0.00023592121442123106 -0.00091510726762860349 -0.0008707871154599421 -0.00075098858479585753 0.0008179395796811522 -0.00014174998467992808 -0.00083933668449271131 -0.00070020653831853502 0.0010023556752789973 0.00075974712139520104 -0.00069220356358022617 -0.00063132006242509016 -0.00046916021455089304 0.00075637017938315213 0.00027747860858475882 -0.00091069212818452685 0.00082282064439332791 0.00088644778217161996 -0.00029979704562618689 1.4118431987860698e-05 -0.00076653276128935371 2.7752634215093475e-05 0.00044329405560068015
leaf_weight=0.0010985267804433088 0.0010586576867410704 0.0012233378879784587 0.0014139251862559377 0.0018105997331558923 0.0011680257428715582 0.0036302186983188092 0.0011802269605709617 0.0010365775616101294 0.0011406236203517208 0.0012376743548823113 0.0011664093964842684 0.0018540139635148112 0.0010544092725366383 0.0010003261601914107 0.0011682253705487247 0.0012999177464791947 0.0012117480072237887 0.0020011323119089033 0.0018187128180324743 0.0028611786261523069 0.0043745100538385975 0.0010004854056937518 0.0010300345388039043 0.0011364154040549588 0.002235980108469691 0.0032644872888807587 0.0013552710106523591 0.0010830168210360647 0.0011759873936512122 0.0010038267122496336
leaf_count=86 50 15 36 207 197 229 89 122 248 215 402 67 24 147 10 14 47 76 56 83 119 30 38 22 38 265 17 119 32 21
internal_value=0 -4.53655e-05 -2.31797e-05 -7.97023e-05 -0.000110369 0.000355322 -8.21601e-05 -5.4377e-05 -9.5949e-05 -6.78364e-05 -3.67787e-05 0.000440021 0.000575762 2.24177e-06 3.25153e-05 6.36397e-05 9.68708e-05 5.08071e-05 1.55146e-05 7.89096e-05 0.000141854 0.000365317 9.4816e-06 8.94173e-05 1.16754e-05 0.000186718 0.000557247 -0.000265205 0.000601998 -0.000125036
internal_weight=0 0.047996 0.0469373 0.0408387 0.0396154 0.00609855 0.0384474 0.0372672 0.0343766 0.0332359 0.0319983 0.00289059 0.00468463 0.0301877 0.0290213 0.0280209 0.0268527 0.0255528 0.024341 0.0223399 0.0205212 0.007634 0.0128872 0.0118572 0.0107207 0.00785957 0.00359125 0.0020835 0.0055505 0.00426831
internal_count=3121 3035 2985 2696 2681 289 2484 2395 2206 1958 1743 189 253 1536 1134 987 977 963 916 840 784 300 484 446 424 341 55 149 151 286
is_linear=0
shrinkage=0.00112622


Tree=1220
num_leaves=31
num_cat=0
split_feature=39 42 151 401 4 150 41 14 157 38 39 157 1429 150 48 160 133 16 16 4 48 150 42 15 4 15 4 47 42 42
split_gain=0.00121185 0.00118348 0.000995309 0.00101621 0.000794697 0.000865524 0.000755083 0.00071006 0.000693867 0.000684981 0.0007501 0.000755853 0.000552967 0.000487383 0.000694852 0.000642352 0.000560669 0.000587177 0.000646276 0.000541578 0.000511741 0.000509151 0.000544886 0.000496285 0.000660871 0.000755832 0.000441053 0.000392149 0.000322726 0.000318853
threshold=0.16946000000000003 -0.26584999999999998 -0.5145249999999999 0.10076500000000001 0.27834500000000006 -0.22665999999999997 0.078475000000000017 -0.46885499999999997 0.08796000000000001 1.0000000180025095e-35 0.085220000000000004 -0.084489999999999996 0.084545000000000009 -1.0000000180025095e-35 0.088965000000000002 -0.089744999999999978 -0.17773999999999998 0.41553500000000004 -0.056919999999999991 -0.39518999999999993 0.12649500000000002 0.087380000000000013 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.51843499999999987 1.0000000180025095e-35 0.0061450000000000003 0.10954500000000002 -0.095284999999999995 0.091545000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 -4 8 -6 9 10 11 -7 13 -13 15 -15 -17 18 21 -16 26 22 28 -20 -25 -26 -21 -9 -18 -24
right_child=-2 2 3 -5 7 6 -8 27 -10 -11 -12 12 -14 14 19 16 17 -19 23 20 -22 -23 29 24 25 -27 -28 -29 -30 -31
leaf_value=-0.0013198514594147956 0.0013199563284336951 -0.001217753725415556 0.0010753549768611052 -0.0012795919376633862 -0.00034855222255953636 -0.00084017701512511275 -0.0010925554001345577 0.00091124175298677853 -0.0010895397004056582 -0.00087254372273419729 0.00084782732446224364 -0.00086261865541037745 0.00071839904638711604 -0.00086617613983529208 0.0012514849224221193 -0.00097944675342754835 0.00014619486590097071 0.00083580859875242704 -0.0010178088428333103 -2.4237037228652553e-05 -0.00049300678346886795 -0.00072855411093024835 0.00057569883881137336 -0.00091347152472324967 0.00049939574874098818 -0.0007501859120308882 0.00083389813092190018 -4.5369847969542464e-06 -0.00075046283165777414 -6.4449070765202474e-05
leaf_weight=0.0012693830646766094 0.0011298526172325287 0.0011975814324287617 0.0011807405113586347 0.0010568624464513112 0.0014265643077928658 0.0018346676663560926 0.0012213182797911051 0.0037447458097394906 0.0010638533828335453 0.0015333823070520216 0.0018436294256467525 0.0011314111978268917 0.0019142081070779851 0.0017156076017696966 0.0010792405655024595 0.0010218370473804575 0.0015700666671389918 0.0014350870763812909 0.0015402031176661168 0.0018766818431417134 0.0013040891124980192 0.0010374038487555018 0.0057887549811308364 0.0015057918616179222 0.0027319536734609221 0.0012188941429961409 0.0023472389713337094 0.0010403846739368561 0.0012596952171319842 0.0017687987888113099
leaf_count=18 23 50 15 165 43 215 90 246 139 38 116 61 132 244 12 122 72 91 141 125 31 22 182 13 50 143 49 24 288 161
internal_value=0 -6.17963e-05 -2.94632e-05 6.54311e-08 2.87572e-05 -3.79946e-05 -7.10708e-05 0.000468538 -3.86856e-05 -8.84061e-06 2.80245e-05 -1.63224e-05 3.05502e-05 -1.28578e-05 2.00663e-05 -9.00075e-05 -2.62289e-05 2.28243e-05 -4.05092e-05 0.000396474 0.000229549 0.00015291 0.000240944 -0.000356332 -0.000169623 0.000113882 0.00045263 0.000712133 -0.000252961 0.000425876
internal_weight=0 0.0506601 0.0493907 0.0481931 0.0471363 0.0409246 0.0397438 0.00621169 0.0385225 0.0374586 0.0359253 0.0340816 0.032247 0.0303328 0.0292013 0.0225941 0.0208785 0.0198566 0.0184216 0.00660725 0.00552801 0.0114247 0.0103873 0.00699684 0.00545664 0.00395085 0.00422392 0.00478513 0.00282976 0.00755755
internal_count=3121 3098 3080 3030 2865 2552 2537 313 2447 2308 2270 2154 1939 1807 1746 1529 1285 1163 1072 217 205 725 703 347 206 193 174 270 360 343
is_linear=0
shrinkage=0.00131955


Tree=1221
num_leaves=21
num_cat=0
split_feature=128 124 483 40 1 47 42 16 1 0 12 16 133 0 3 48 1 16 4 0
split_gain=0.000247081 0.000193489 0.000210193 0.00020641 0.000248816 0.000499259 0.000233298 0.000264738 0.000228963 0.000309951 0.000212115 0.000292742 0.000297861 0.000270238 0.000239078 0.000222594 0.000200283 0.000126373 0.000111833 9.55688e-05
threshold=0.086435000000000012 -0.043384999999999993 0.086625000000000021 -0.063404999999999989 0.12337000000000002 0.10904500000000002 0.092145000000000019 0.25792000000000009 0.10439500000000002 -0.15202999999999997 0.088245000000000004 0.15273500000000004 0.089755000000000015 -0.10096999999999999 -0.089519999999999988 0.086035000000000014 0.080270000000000022 -0.091114999999999988 0.053180000000000012 -0.052984999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 5 6 7 8 10 -10 13 12 16 15 -15 18 -12 -8 -5 -6
right_child=-2 2 -4 4 19 -7 17 -9 9 -11 11 -13 -14 14 -16 -17 -18 -19 -20 -21
leaf_value=0.0013793911993578889 -0.0021525210108882366 -0.0015576273170385855 -0.001966949479258013 0.00033365646884284117 0.0023028892283649995 -0.0030164414947738316 -0.00010964969334962383 -0.0016326963591550389 0.00024192688939231422 0.0032050288472847397 -0.0018465773050448241 0.0030638614045015613 0.0021765013262687368 -2.6452958742039606e-05 -0.0030015110587750925 -0.0011973325854067374 0.00081073213208152843 -0.0021777135578364758 0.0020575576077890801 0.00055206744424380119
leaf_weight=0.001958368339169513 0.0010070543750099184 0.0014490264738815642 0.0010500702506747719 0.0018617271473964038 0.0012655738068594324 0.0010086970059979264 0.0011219011305731996 0.0011774819113238863 0.0014047149339688758 0.0013042458862821968 0.0011430422723878175 0.0010030099653897118 0.0011418039034718497 0.0010021252079438448 0.0010700201606598323 0.0012432557061021754 0.0010357719299700641 0.0011425846291010502 0.0011765203416937986 0.0011310917799547395
leaf_count=247 207 85 288 89 76 75 82 212 38 93 272 21 117 132 515 43 108 320 36 65
internal_value=0 5.92843e-05 -5.444e-05 3.81813e-05 0.000152465 -2.5453e-05 0.000153829 0.000357046 0.000532067 0.00166853 0.000243732 0.000991584 0.000365641 -0.000265177 -0.00156272 0.000362804 -0.000583337 -0.00115313 0.00100121 0.0014766
internal_weight=0 0.024691 0.0227327 0.0216826 0.0202336 0.0178369 0.0168282 0.0145637 0.0133862 0.00270896 0.0106773 0.00432363 0.00332062 0.00635365 0.00207215 0.0042815 0.00217881 0.00226449 0.00303825 0.00239667
internal_count=3121 2914 2667 2379 2294 2153 2078 1676 1464 131 1333 518 497 815 647 168 380 402 125 141
is_linear=0
shrinkage=0.00437696


Tree=1222
num_leaves=21
num_cat=0
split_feature=45 15 15 14 147 11 48 16 151 160 160 16 0 2 1 49 48 1 51 15
split_gain=0.000173085 0.000286298 0.000310539 0.000273618 0.000218043 0.000189562 0.000250298 0.000359876 0.00030037 0.000195676 0.000313917 0.000290094 0.000185013 0.000278958 0.000215301 0.000150767 0.00023974 0.000142242 9.97787e-05 9.47506e-05
threshold=0.081955000000000014 -0.15914499999999995 -0.11713499999999999 -0.45687499999999998 0.088610000000000008 0.079915000000000014 0.016865000000000002 -0.094359999999999986 -0.00099499999999999979 -0.089744999999999978 -0.074254999999999988 -0.15241499999999997 0.15398500000000004 0.088555000000000009 0.092695000000000013 -0.078034999999999979 0.094195000000000015 0.077565000000000009 -0.21316999999999997 0.088235000000000022
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 -1 5 6 8 -8 -4 -10 -11 17 13 14 19 -9 -17 -12 -16 -13
right_child=-2 2 4 -5 -6 -7 7 15 9 10 11 12 -14 -15 18 16 -18 -19 -20 -21
leaf_value=-0.0001857747883018941 -0.0015314314509477312 -0.0019928839554498893 -0.0019982249772592807 0.0022360158601802175 0.0016622744404172982 -0.0016523425969140759 -0.00089825686451817303 0.00044610844727743868 -0.0016189041489639425 0.0019167275886513204 0.00015812423064327419 -0.00041830473648112667 0.00065890815273579747 -0.0023892197242117936 -0.00044494675800368645 0.0032802235080375977 0.00072417393179773212 0.0019043450932913996 -0.0020719960240491416 0.0010266783622594801
leaf_weight=0.0011388819235782499 0.001016593892728678 0.0011459159118762897 0.001257718247735796 0.001519926652430891 0.0010516378822833508 0.0010193132051465872 0.0013685702437140623 0.0014687608728720658 0.0010547697116207741 0.0011457606072692314 0.0015092229803281816 0.0012219530040317788 0.0014647912082423886 0.0012523405187403469 0.0010183879987231137 0.0010340594565416686 0.0010144770866613584 0.0011447675993991879 0.0010878745031324133 0.0013145706844532867
leaf_count=65 59 132 211 252 112 141 67 142 286 93 65 474 24 456 35 54 95 32 147 179
internal_value=0 4.20092e-05 -0.000100532 0.00119866 5.61511e-06 -8.42943e-05 2.77017e-06 0.000727098 -0.000259917 -8.09242e-05 6.44398e-05 -0.000147493 -0.000529308 -0.00082455 -0.000402497 0.00135952 0.00201442 0.000911336 -0.00128531 0.000330568
internal_weight=0 0.0242337 0.0215749 0.00265881 0.020429 0.0193773 0.018358 0.00488587 0.0134722 0.0122144 0.0111597 0.0100139 0.00735992 0.00589513 0.00464279 0.0035173 0.00204854 0.00265399 0.00210626 0.00253652
internal_count=3121 3062 2745 317 2613 2501 2360 358 2002 1791 1505 1412 1315 1291 835 291 149 97 182 653
is_linear=0
shrinkage=0.0037357


Tree=1223
num_leaves=19
num_cat=0
split_feature=457 484 41 1429 475 15 42 43 3 150 0 47 0 16 47 16 3 16
split_gain=0.00015046 0.000190119 0.00015299 0.000205613 0.000161171 0.000298506 0.000166471 0.000294067 0.000372178 0.000272857 0.000240055 0.000215395 0.000171618 0.000168646 0.000237759 0.000224259 0.000282959 0.000147626
threshold=-0.087749999999999981 -0.0068949999999999992 0.079885000000000025 0.084545000000000009 -1.0000000180025095e-35 -0.24436499999999997 -1.0000000180025095e-35 -0.074359999999999996 -0.077774999999999983 0.082565000000000013 -0.059114999999999994 0.10843500000000002 -0.077809999999999976 -0.29154999999999992 0.09550500000000002 0.22339500000000004 0.084940000000000015 -0.088159999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 -3 -6 11 8 10 13 -8 12 -7 -9 15 16 17 -15
right_child=1 2 -4 -5 5 6 7 9 -10 -11 -12 -13 -14 14 -16 -17 -18 -19
leaf_value=0.001552495594646556 -0.0015886422500877785 -0.0014701002533676823 -0.0013489701806009007 0.0019524610903980239 0.002301728439851972 -0.0026850581775562199 -0.00087270067592663196 -0.0017654470309336652 0.0027408559067921218 0.0011994482153116924 0.0015658075963975167 0.00076163951637255641 -0.00042986951217160508 0.00032593820019218142 0.0014087862250439997 -0.0021483892998311106 0.0015994515732266211 -0.0017161851159311165
leaf_weight=0.0010299511298097466 0.0014092741159741897 0.0012371701177383279 0.0013865628091762608 0.00100315851888677 0.0010279147557372614 0.0011927218522590488 0.0016517312494097602 0.0016704758330874326 0.0015375814453335553 0.0018937930376599086 0.0012592284073917881 0.0010099147179367662 0.0011962043573209838 0.0010412460228346144 0.0012165649183519811 0.0013271258578496647 0.0011523794485128747 0.001573079850477185
leaf_count=106 476 211 120 141 186 520 172 64 165 95 35 25 163 137 52 82 37 334
internal_value=0 -8.99057e-05 4.48336e-06 9.38889e-05 6.06765e-07 9.76478e-05 -3.01934e-05 0.00016843 0.00106654 -0.000236167 0.000182154 -0.000867222 -0.00155582 -0.000576827 -0.000262177 -0.000661255 -0.000137292 -0.000902839
internal_weight=0 0.0237861 0.0223769 0.0209903 0.0199871 0.01875 0.017722 0.0143232 0.00444854 0.00987466 0.00291096 0.00339884 0.00238893 0.00798087 0.0063104 0.00509383 0.00376671 0.00261433
internal_count=3121 3015 2539 2419 2278 2067 1881 1173 372 801 207 708 683 706 642 590 508 471
is_linear=0
shrinkage=0.004207


Tree=1224
num_leaves=19
num_cat=0
split_feature=1213 1374 457 11 0 403 1 52 3 2 3 15 133 52 12 2 1 15
split_gain=0.000151378 0.00013682 0.000297469 0.000198261 0.000168585 0.000193727 0.000258798 0.000443874 0.000283916 0.000399844 0.000327074 0.000320067 0.000218183 0.000215263 0.000256908 0.000294174 0.00024819 0.000100669
threshold=-1.0000000180025095e-35 -0.094929999999999987 0.092360000000000012 0.089270000000000002 0.18019500000000002 0.03138500000000001 0.10557500000000002 0.10160000000000001 0.10732000000000001 1.0000000180025095e-35 0.13524500000000003 -0.036009999999999993 -0.083244999999999986 -0.089199999999999988 0.084100000000000022 0.088850000000000012 0.086560000000000012 -0.10091499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 5 6 7 13 9 11 -10 -8 -7 -3 16 -16 -15 -18
right_child=1 2 -4 -5 -6 12 8 -9 10 -11 -12 -13 -14 14 15 -17 17 -19
leaf_value=-0.0019383560955902291 -0.0017605750982969527 -0.0019774789469358144 0.0025607561993225779 -0.0020881695630794528 0.0020176602710577237 0.0029999893085673381 -0.0013013525943112289 -0.0029366861893140362 -0.0024846294243808598 0.0037922175020711725 0.0008141795074791319 0.0022323006910028617 -0.00015623793634165543 0.0025494935281711738 -0.003145742480756109 0.00026821054902445509 0.0009634727859835591 -0.0011677714688067653
leaf_weight=0.0010010559066276339 0.001001004850577302 0.0014105198103443409 0.0012130353508954519 0.0010894863081085662 0.0011109113063532119 0.0010924030319345301 0.0013919736646567094 0.0018360000156616438 0.0013090026930271392 0.0012614857859754025 0.0018107622959642189 0.0012122331553450208 0.0011225975270363611 0.001587265562959855 0.0010092608657879532 0.001734568583273477 0.0011809485079652404 0.0010659134306587603
leaf_count=491 55 401 89 103 29 116 138 366 34 164 129 42 70 137 417 243 29 68
internal_value=0 5.80913e-05 0.000139224 8.32957e-07 0.000113862 2.6949e-06 -0.000181472 -0.000707507 0.000558353 0.00146893 -0.000569947 0.000343529 0.00140036 -0.000195172 0.00018701 -0.000987541 0.00102756 -4.75915e-05
internal_weight=0 0.0234394 0.0224384 0.0212253 0.0201358 0.0190249 0.0168099 0.00982448 0.00698546 0.00386569 0.00311976 0.00260421 0.002215 0.00798848 0.00657796 0.00274383 0.00383413 0.00224686
internal_count=3121 2630 2575 2486 2383 2354 2168 1661 507 344 163 180 186 1295 894 660 234 97
is_linear=0
shrinkage=0.00502775


Tree=1225
num_leaves=19
num_cat=0
split_feature=403 160 43 42 13 40 43 131 14 16 0 2 2 151 49 15 3 4
split_gain=0.000162361 0.000159953 0.000156797 0.000304384 0.00022827 0.000296898 0.000281095 0.000422674 0.000147442 0.000141342 0.000238947 0.000186923 0.000340551 0.00022119 0.000190602 0.000148977 0.00014046 5.16697e-05
threshold=0.10301500000000001 -0.23269999999999999 0.24789500000000006 0.09832500000000001 0.25761500000000009 -0.026419999999999996 -0.16318499999999997 0.08844500000000001 -0.10708499999999999 0.15891500000000003 -0.076899999999999982 0.089775000000000008 0.084055000000000005 -0.044604999999999992 -0.066019999999999981 -0.074054999999999996 -0.00083499999999999991 -0.17966999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 -3 -7 8 -8 10 11 12 16 -13 -15 -16 -10 -12
right_child=-2 2 -4 -5 -6 6 7 -9 9 -11 17 13 -14 14 15 -17 -18 -19
leaf_value=-0.0017697199459019055 -0.0017920368225434872 0.0021663746129294537 -0.0016882175736090449 0.0021057151679126644 -0.002022299479107312 0.0021187643849077654 -0.0015248899500015913 -0.0031215378875627839 -0.0012158158722563467 -0.0010273742020023248 0.001103190842687693 -0.00093952813874985451 -0.0031518202324088002 -0.00032188509083438385 0.0034534213851217265 0.00096059385884594297 0.0010794095466386169 0.0025706211019850132
leaf_weight=0.0010544265759205853 0.0011504104719323163 0.0016277665368340513 0.001024443866051771 0.0018747540062461201 0.0011499706912987398 0.0013417604522434337 0.0012805474251722524 0.0010666725988424117 0.0010514338182356919 0.0018701951173162321 0.0011575405999479926 0.0014037261265782419 0.0010230267278864558 0.0010777582345156134 0.0010713155336909974 0.0011727143367648019 0.0015268606180378584 0.0010861757668627669
leaf_count=312 202 197 142 305 75 72 62 294 205 282 41 105 473 40 91 71 33 119
internal_value=0 6.85453e-05 0.000157432 0.000248412 6.42522e-05 0.000199377 8.72865e-07 -0.00019129 3.65027e-05 0.000197219 0.000413881 3.67262e-05 -0.000792664 0.000668806 0.00134846 0.00215069 0.000143412 0.00181357
internal_weight=0 0.0228611 0.0218067 0.0207822 0.0189075 0.0177575 0.0161297 0.014788 0.0137213 0.0124407 0.0105706 0.00832684 0.00360132 0.00472551 0.00332179 0.00224403 0.00257829 0.00224372
internal_count=3121 2919 2607 2465 2160 2085 1888 1816 1522 1460 1178 1018 711 307 202 162 238 160
is_linear=0
shrinkage=0.00483252


Tree=1226
num_leaves=31
num_cat=0
split_feature=151 401 150 1456 474 4 11 403 1374 11 122 12 39 448 15 160 4 16 12 3 156 1 16 43 15 15 12 1374 2 4
split_gain=0.00106526 0.0010438 0.000846331 0.00109917 0.000944021 0.00113347 0.000879154 0.000762153 0.000797203 0.000780688 0.000729192 0.000868797 0.000848722 0.000621656 0.000642797 0.000671271 0.000741614 0.00149612 0.000728146 0.000565262 0.000507789 0.000583048 0.000905262 0.00112633 0.000788103 0.000739063 0.001521 0.000703985 0.00053745 0.0004077
threshold=-0.5145249999999999 0.10076500000000001 -0.22665999999999997 -1.0000000180025095e-35 -1.0000000180025095e-35 0.27287000000000006 0.087830000000000005 -0.092474999999999988 0.093235000000000012 0.082245000000000013 0.086040000000000019 -0.12529499999999996 0.085060000000000011 -0.083114999999999981 -0.095869999999999983 -0.098904999999999979 -0.49405499999999997 0.38525000000000004 0.10711000000000002 0.149315 0.091255000000000017 0.077565000000000009 0.0065250000000000004 -0.08756499999999999 0.083935000000000023 0.040760000000000005 0.088305000000000008 -0.094929999999999987 0.073895000000000002 0.076415000000000025
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 -5 7 -7 -6 9 10 11 -9 13 -13 -15 -16 17 -17 19 20 21 22 23 -18 -25 27 -27 -23 -29 -14
right_child=1 -3 3 4 5 6 -8 8 -10 -11 -12 12 29 14 15 16 18 -19 -20 -21 -22 25 -24 24 -26 26 -28 28 -30 -31
leaf_value=-0.0013166878378634576 0.0009841995914268186 -0.0013435942970230223 -0.0011098781183699574 -0.0012992065417569514 -0.00096704199246552824 0.00099419160292627722 -0.00015175110441999212 -0.0011634697289191159 -0.0012135259439760857 -0.001150453807121517 -0.0010337055532462377 -0.00086713696901799672 0.001151207025751767 -0.00028228863176839937 -0.00063421296030511829 -0.0013283709105588531 -0.0011717644539961727 0.00074855815034630753 -0.00074568669864197724 0.0012747084053615883 -0.00060043573666249573 -5.476687453446451e-05 0.0007407527447091327 -0.00083447782205956259 0.00047588331129996554 -0.0011338157554255043 0.00093847709222908912 0.00036333086332389141 0.0012878905002707999 7.8664895490107066e-05
leaf_weight=0.0012367310238161613 0.0017425276638221012 0.0011168436568782516 0.001716742064266751 0.0010292422938076298 0.001608184740232498 0.0040880762811341667 0.0019337633505074336 0.0010337200081274025 0.0010128813758463187 0.0010480061896602768 0.0011355340677710038 0.0013215634921621691 0.0022585885506920525 0.00661369020681457 0.0017656297035086857 0.0015704976540575752 0.0016162753108783763 0.0011995958336683543 0.0011610406520325958 0.0013365839086532097 0.0010781259173566751 0.0014086127084738109 0.0033185939420521393 0.0011724305619029872 0.0038737045315393459 0.0012690993844532983 0.001533995311381986 0.0016834529818616772 0.0046064044036029372 0.0010038572024484438
leaf_count=50 24 165 285 110 334 286 31 27 34 80 13 37 122 192 202 41 81 7 88 45 66 14 98 137 273 45 85 76 47 26
internal_value=0 -3.10707e-06 2.35603e-05 -7.21191e-06 2.87211e-05 5.51821e-05 0.000626201 -2.01757e-05 1.44147e-05 4.33333e-05 7.31489e-05 0.000103935 0.00013686 7.57431e-05 0.000111135 0.000202133 0.000257174 -0.000428952 0.000336175 0.000391033 0.000336252 0.000385556 0.000143215 -0.000154423 0.000171431 0.000615884 2.47791e-07 0.000840043 0.00104044 0.000821185
internal_weight=0 0.0572573 0.0561404 0.0543979 0.0526812 0.0516519 0.00602184 0.0456301 0.0440219 0.043009 0.041961 0.0408255 0.0397917 0.0365293 0.0352077 0.028594 0.0268284 0.00277009 0.0240583 0.0228973 0.0215607 0.0204826 0.009981 0.00666241 0.00504614 0.0105016 0.00280309 0.00769847 0.00628986 0.00326245
internal_count=3121 3071 2906 2882 2597 2487 317 2170 1836 1802 1722 1709 1682 1534 1497 1305 1103 48 1055 967 922 856 589 491 410 267 130 137 123 148
is_linear=0
shrinkage=0.00140032


Tree=1227
num_leaves=31
num_cat=0
split_feature=151 16 1213 14 38 124 33 10 480 1429 1374 40 3 403 12 150 1456 484 12 131 4 457 1374 156 0 12 15 1 12 3
split_gain=0.00100101 0.000929432 0.000965621 0.000700307 0.00072808 0.00135879 0.00068754 0.000741303 0.000650636 0.000633265 0.000627367 0.00068806 0.000837894 0.000773924 0.00061971 0.000572935 0.000674407 0.000534267 0.000454048 0.000904033 0.000685914 0.00073955 0.000648447 0.000627801 0.00051289 0.000713582 0.00044744 0.00044238 0.000352652 0.000626976
threshold=-0.5145249999999999 -0.53943499999999989 -0.082704999999999987 0.076175000000000007 0.10386000000000002 -0.043384999999999993 -0.0066799999999999993 -1.0000000180025095e-35 1.0000000180025095e-35 -1.0000000180025095e-35 0.093235000000000012 -0.063404999999999989 0.149315 -0.088999999999999982 0.22926500000000002 -0.17852999999999997 -1.0000000180025095e-35 0.085515000000000022 0.092355000000000007 0.10033500000000002 -0.46376499999999993 -0.0029299999999999994 -0.094929999999999987 0.084085000000000007 -0.046359999999999991 0.10645 0.091915000000000011 0.10538500000000002 0.089735000000000023 -0.078934999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 5 -4 -7 -8 9 -9 11 14 13 -13 -11 -15 -17 18 20 24 -18 -22 -23 26 25 -20 27 28 29 -24
right_child=1 2 3 -5 -6 6 7 8 -10 10 -12 12 -14 15 -16 16 17 -19 19 -21 21 22 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0012562603116952839 0.00095342552601003754 -0.0013459918275222111 0.00091810524021482037 -0.0008829976631841357 -0.00091227522826794691 -0.00096878267310370706 0.0010066405370127713 -0.00085947970811608195 -0.00088657513154913672 -0.0010308004559976842 -0.00094385086851248728 -0.00095646241467067371 0.00094532309446525797 0.0010999973975151075 0.00028645931390184975 -0.0009308132211908837 -0.00073203909101092598 0.00076175924959634867 -0.0013460333512764116 0.00084892690682539132 -0.00073418038030090098 -0.00054170209956175752 -0.00022584774699502486 -0.00059150359761279882 4.5106620596396211e-05 -0.0001365209608278038 -0.00015809343841947067 0.0010269359116759807 0.00095810246359223866 0.00062523401098457535
leaf_weight=0.001189270549339482 0.0017619599640310559 0.0010068072752138493 0.0030202180813474469 0.0016254287216099774 0.0014840630977772653 0.0013294430905261825 0.0013209036804981969 0.0014417158172657088 0.0015041859677635818 0.001804847445414203 0.0011166962510813496 0.0012564944173343298 0.0021594584370436811 0.0010467966717442314 0.0010085203642802298 0.0011343936537124835 0.0013639065474197873 0.0022167358113343019 0.0018101267378649588 0.0012078567983273558 0.0012535785995368967 0.0013762729620339096 0.0025849658553234039 0.0010198068514339917 0.0024554582683293793 0.0017264200815390041 0.0016188761644508895 0.003157621352132268 0.0018327665798087978 0.0039859596797615915
leaf_count=50 93 293 213 75 32 24 68 140 231 54 38 325 85 10 18 207 40 114 203 21 91 19 233 47 62 99 64 49 72 51
internal_value=0 -7.29642e-06 -4.12395e-05 -1.43558e-05 1.55336e-05 4.56277e-05 -1.60348e-05 1.45567e-05 -1.81362e-05 1.57238e-05 4.97e-05 8.05015e-05 0.000134646 7.82621e-05 -0.000558597 0.000121903 8.62836e-05 0.000128072 7.27541e-05 -0.000213344 0.000185972 0.000260369 0.00034041 0.000425905 -0.000427474 -0.000755591 0.000504626 0.000597424 0.000436038 0.000290423
internal_weight=0 0.0516323 0.0498703 0.0488635 0.0472381 0.045754 0.0427338 0.0414044 0.0400835 0.0385793 0.0371376 0.0360209 0.0332075 0.031048 0.00281337 0.0297915 0.0287447 0.0276104 0.0253936 0.00719986 0.0181938 0.0168298 0.0155763 0.0142 0.00599201 0.00353655 0.0131802 0.0115613 0.00840369 0.00657093
internal_count=3121 3071 2978 2685 2610 2578 2365 2341 2273 2042 1902 1864 1792 1707 72 1382 1372 1165 1051 385 666 626 535 516 364 302 469 405 356 284
is_linear=0
shrinkage=0.00134594


Tree=1228
num_leaves=31
num_cat=0
split_feature=39 31 42 401 151 1456 33 4 11 457 48 147 14 457 133 160 43 1374 38 1 0 15 2 3 48 52 43 16 50 49
split_gain=0.00124008 0.00123906 0.000995584 0.00099965 0.00102645 0.000973439 0.000894081 0.000848024 0.00109584 0.000714715 0.000910233 0.000859305 0.000903439 0.000820985 0.000725947 0.000731167 0.00108516 0.000876558 0.000881609 0.000865414 0.00124802 0.000893842 0.000732342 0.000719118 0.000706152 0.00070306 0.00075394 0.000687112 0.000676371 0.000529738
threshold=0.16946000000000003 -1.0000000180025095e-35 -0.26584999999999998 0.10076500000000001 -0.5145249999999999 -1.0000000180025095e-35 -0.0066799999999999993 0.27287000000000006 0.081790000000000015 -0.23069499999999998 -0.091869999999999993 0.094075000000000006 0.076175000000000007 -0.0029299999999999994 0.18829500000000002 -0.090969999999999981 0.24789500000000006 -0.094929999999999987 1.0000000180025095e-35 1.0000000180025095e-35 -0.087634999999999977 1.0000000180025095e-35 0.073895000000000002 -0.076669999999999988 0.088965000000000002 0.096795000000000006 -0.095049999999999982 -0.008904999999999998 0.11875500000000001 -0.014169999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 -4 -6 -7 8 9 -8 -11 12 13 29 15 27 17 -17 19 20 23 22 -21 -19 25 26 -22 -15 -9 -12
right_child=-2 2 3 -5 5 6 7 28 -10 10 11 -13 -14 14 -16 16 -18 18 -20 21 24 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0013731348506115053 0.0013732771047243156 -0.0013731134250018857 -0.0012370370910656635 -0.001327559978292162 -0.00093258582250333626 -0.0010536080139249798 0.001153126049316391 0.00071541300657937108 -0.0012440596195721354 -0.0012577488477230189 -0.0013416256441387082 0.0012825231361623622 -0.0012098541086432908 -0.0011540478108423456 -0.00088737037897581596 -0.00067373935569096401 -0.00092569657406009443 -0.0013729646376973283 -0.00074968846788729562 0.00040417929498046329 -0.00091742296275658473 -6.420692749011755e-07 0.0011648427164182658 -8.8726335930001919e-05 0.0012641562612343319 0.00082973922681039286 0.00026228304164266396 0.00022884304420464277 -0.00050876116804106277 -5.4281885229925398e-05
leaf_weight=0.0011279895973692602 0.0011754213811698824 0.001100384462633385 0.0012894491581079129 0.001137668965552451 0.0020153858745537425 0.0013691535723339135 0.0010572203873238087 0.0055897890851839263 0.0012942630570424987 0.0010404290891408144 0.0012616575868520385 0.0010269645954181774 0.0011110658100506035 0.0015178026681654799 0.0013445235931266444 0.0017637210702048369 0.0015225629855950542 0.0013111683881206204 0.0013644716338028209 0.0041762163638487948 0.0014113331550653641 0.0031696851005182944 0.0055634246973106372 0.002201804872868013 0.0014778594788822375 0.0024582107302393297 0.0036921627780384277 0.0012226994106816482 0.0010033405515059712 0.0011530527436884866
leaf_count=84 23 18 50 164 286 29 27 263 114 29 62 22 39 160 271 33 126 147 35 116 64 124 159 43 33 58 356 67 15 104
internal_value=0 -5.13635e-05 -8.02384e-05 -5.41571e-05 -2.70325e-05 2.90306e-06 4.05318e-05 7.12701e-05 -3.5993e-07 3.90465e-05 9.44599e-06 4.34696e-05 9.73815e-06 4.67488e-05 0.000101377 0.000141842 0.000203627 0.000263769 0.000325407 0.00038302 0.000126347 0.000632598 0.000838681 -0.00056805 0.000396205 0.000226573 -6.39557e-05 -0.000537059 0.000529119 -0.000726904
internal_weight=0 0.0567755 0.0556475 0.0545471 0.0534094 0.05212 0.0501046 0.0487354 0.0421423 0.040848 0.0397908 0.0387504 0.0377234 0.0366124 0.0341976 0.0328531 0.0301126 0.0285901 0.0268263 0.0254619 0.0125525 0.0129093 0.00973964 0.00351297 0.00903957 0.00756171 0.0051035 0.0027405 0.00659313 0.00241471
internal_count=3121 3098 3014 2996 2832 2782 2496 2467 2189 2075 2048 2019 1997 1958 1792 1521 1294 1168 1135 1100 701 399 275 190 511 478 420 227 278 166
is_linear=0
shrinkage=0.00137286


Tree=1229
num_leaves=31
num_cat=0
split_feature=39 151 4 42 150 1456 14 41 47 15 43 4 160 2 14 160 1213 50 133 15 43 43 49 457 52 13 0 1374 47 42
split_gain=0.00112275 0.000938766 0.0011305 0.00106264 0.000780271 0.000811419 0.000708373 0.000660995 0.000593379 0.000584864 0.00060824 0.00088668 0.000787678 0.000708552 0.000631867 0.000982536 0.000721281 0.000692604 0.000618276 0.000728121 0.000809333 0.00069802 0.000428995 0.000837521 0.000634344 0.000592233 0.000721718 0.000627827 0.000573142 0.000789849
threshold=0.16946000000000003 -0.5145249999999999 0.27834500000000006 -0.11466499999999999 -0.22665999999999997 -1.0000000180025095e-35 -0.46885499999999997 0.078475000000000017 0.10954500000000002 -0.14147499999999996 -0.51144999999999985 -0.51843499999999987 -0.091944999999999985 0.097385000000000013 0.077685000000000018 -0.074254999999999988 0.039620000000000009 0.10030500000000002 -1.0000000180025095e-35 -0.10653 0.13895500000000002 0.016310000000000002 -0.42399999999999993 -0.0029299999999999994 0.10898500000000001 -0.084034999999999985 -0.10607499999999999 -0.08070999999999999 0.09550500000000002 -0.085874999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 -5 -6 -4 9 -8 -7 -11 -12 13 -13 15 -14 17 18 21 -20 22 -17 -21 -24 25 -25 27 -27 29 -28
right_child=-2 2 6 4 5 7 8 -9 -10 10 11 12 14 -15 -16 16 -18 -19 19 20 -22 -23 23 24 -26 26 28 -29 -30 -31
leaf_value=-0.0014070286685474412 0.0015162175347404989 -0.0011873175805665992 -0.00042148058509230811 0.0011973952813998906 -0.0011985258482268789 -0.0008039964514519628 0.001094682081162346 -0.0012034511770129055 -0.00018693893562354098 0.00096692141782975141 -0.0011422833418792285 -0.0015028163362069806 0.0010500865648096255 0.00016414226958087649 -0.00091172865192211004 -0.001491978073699873 -0.0011171824816396526 0.0011411795379356879 0.0012407325287162694 0.00084231285588352259 0.0011770928138067833 4.4098953969745386e-05 -0.0011044171184065158 0.00078688769380452631 -0.00094139099552397571 -0.00029049564042972812 0.00060639976133548389 0.00095210043587909085 0.00046837883870487419 -0.00090076405277396963
leaf_weight=0.0011662185684357942 0.0010560999157789288 0.0020403084563247456 0.0013202286843663202 0.0010924679301922416 0.0014897467027923375 0.0020787080419646378 0.0039652365446716234 0.0011232720369385154 0.0010496974849170115 0.00150283890366154 0.0015395095078893839 0.0013871321105622938 0.0025495593906161842 0.0010141512603665248 0.001341723242639147 0.0011927940240268322 0.0011365542396544184 0.0014310403734081314 0.0013071699215316699 0.0012326519054113262 0.0014044620902380336 0.0015799309991986199 0.0016617718271554329 0.0025764972832174006 0.0013892507191854983 0.0015005667037257808 0.0010049647097520884 0.0024750574944256542 0.0015400522284423346 0.0038955580839663958
leaf_count=50 23 157 43 14 268 122 252 81 24 18 51 194 167 67 29 289 216 122 29 13 20 121 70 98 54 14 66 37 43 369
internal_value=0 -6.3056e-05 -3.0953e-05 -0.000120016 -6.61776e-05 -0.000101254 0.000566362 -5.80831e-05 0.00082642 -2.3067e-05 2.37643e-05 -1.89798e-05 3.57099e-05 -0.000798798 0.00010429 0.00015319 6.29077e-05 0.00011835 5.40409e-05 0.000147086 7.05596e-05 -0.000616703 -1.93947e-05 -8.56004e-05 3.21195e-05 0.000136213 -2.47351e-05 0.000483093 -0.000338206 -0.000591686
internal_weight=0 0.0499891 0.0488229 0.0424877 0.0404474 0.039355 0.00633516 0.0378652 0.00501493 0.0367419 0.0346632 0.0331604 0.0316209 0.00240128 0.0292196 0.0278779 0.0253283 0.0241918 0.0227607 0.019988 0.0186808 0.00277273 0.0172764 0.0160437 0.0143819 0.0129927 0.0104162 0.00397562 0.00644058 0.00490052
internal_count=3121 3098 3048 2729 2572 2558 319 2290 276 2209 2087 2069 2018 261 1757 1728 1561 1345 1223 813 784 410 764 751 681 627 529 51 478 435
is_linear=0
shrinkage=0.00151575


Tree=1230
num_leaves=19
num_cat=0
split_feature=45 15 15 16 147 151 151 484 457 52 1 48 0 0 52 133 2 13
split_gain=0.000153216 0.000261626 0.000282883 0.000219162 0.000195822 0.000176756 0.000161369 0.000177734 0.000203457 0.000209604 0.000250165 0.000173104 0.000156562 0.000229508 0.000202929 0.000154971 0.00014578 6.19098e-05
threshold=0.081955000000000014 -0.15914499999999995 -0.11713499999999999 -0.14322499999999996 0.088610000000000008 -0.086769999999999986 -0.044604999999999992 0.085515000000000022 -0.0029299999999999994 -0.23798499999999997 0.10781 0.091545000000000015 -0.10224499999999999 -0.083914999999999976 0.08976000000000002 0.089980000000000018 0.089885000000000007 -0.080519999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 -1 5 -4 -7 8 -8 -10 11 12 16 17 -15 -16 -11 -14
right_child=-2 2 4 -5 -6 6 7 -9 9 10 -12 -13 13 14 15 -17 -18 -19
leaf_value=0.0023648536400561328 -0.0015302170952262285 -0.0020388553380283939 0.001153722590582226 5.9114505570367387e-05 0.0016573719793325362 -0.001543682734383173 -0.0018748702495702302 0.0011849113497256699 -0.0014078302303354416 -0.0023859415370325195 0.0014106106247207706 0.0013442488437092216 0.0016234322926457923 -0.0015879238571752869 0.00080926552558365145 -0.0010647022269743252 -0.00025396996886857531 0.0003164990297278089
leaf_weight=0.0013205396611604137 0.0010126105904788565 0.0011204801034603263 0.0016566545057816731 0.0012718638056187217 0.0010706722033417817 0.0013021970894487858 0.0010910662631433707 0.0015470864766524697 0.0016800797158925069 0.0010009573372737864 0.0018913587115880768 0.0010750496832036003 0.0011488662140137773 0.001835451655257685 0.0018131658637821069 0.0011231416804047267 0.001015368519131421 0.0011298307521153657
leaf_count=185 59 132 169 132 112 173 85 173 279 72 95 78 285 521 193 117 57 204
internal_value=0 4.39186e-05 -9.95237e-05 0.00123363 7.09462e-06 -8.44062e-05 -0.000200595 -9.36339e-05 -0.000227245 -9.61551e-05 8.69816e-05 -0.000159863 -0.000338206 -5.96188e-05 -0.000553891 9.24703e-05 -0.00131234 0.000975424
internal_weight=0 0.0240938 0.0215014 0.0025924 0.0203809 0.0193103 0.0176536 0.0163514 0.0148043 0.0137133 0.0120332 0.0101418 0.00906678 0.00705046 0.00477176 0.00293631 0.00201633 0.0022787
internal_count=3121 3062 2745 317 2613 2501 2332 2159 1986 1901 1622 1527 1449 1320 831 310 129 489
is_linear=0
shrinkage=0.00396435


Tree=1231
num_leaves=19
num_cat=0
split_feature=160 403 43 42 131 133 42 123 484 3 3 2 13 1 0 1 2 15
split_gain=0.000155076 0.000274064 0.000145729 0.000264064 0.000201446 0.00024953 0.000249808 0.000222117 0.000245741 0.000224747 0.000426138 0.000397225 0.000354615 0.000320722 0.000208565 0.000190078 0.000103114 3.81724e-05
threshold=-0.26568499999999995 0.10301500000000001 0.24789500000000006 0.09832500000000001 0.092410000000000006 0.10275500000000001 -0.11466499999999999 1.0000000180025095e-35 -0.0068949999999999992 -0.10023499999999998 -0.077774999999999983 0.093175000000000022 -0.0087749999999999981 0.104035 -0.15202999999999997 0.078340000000000007 0.088125000000000023 -0.10091499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 6 -2 8 -8 15 -11 12 -12 -13 -15 -10 17 -14
right_child=1 -3 -4 -5 -6 -7 7 -9 9 10 11 13 16 14 -16 -17 -18 -19
leaf_value=-0.0017743376203959947 -0.0018556733768453817 -0.002186774530171306 -0.0014860741484541222 0.0018488371709034935 -0.0018360483452503288 0.002356553855808434 -0.0018333913023397285 0.0021596645210006983 0.00016105503213714633 -0.0025047127240860043 0.0031406829259214238 -0.0025217583348943772 0.00046630981200026649 -0.00084561384385256036 0.0016041925442325784 0.0022649767089213922 0.0015788152077637083 -0.00073784560214533717
leaf_weight=0.0010033189673985801 0.0012997592758961498 0.0010810567586242428 0.0010630173225943942 0.0019291494158975011 0.0010720384903230564 0.0010443875238675395 0.0012832303226378858 0.0011374117267277653 0.001743908341392591 0.0013225098801515839 0.0013721231580214877 0.0013900538379933991 0.0010175169462058875 0.00182430824782287 0.0011912051102518362 0.0018195789387371875 0.0010093002888424962 0.0011778834198637039
leaf_count=258 126 200 143 322 256 134 346 165 62 539 62 99 11 62 92 168 26 50
internal_value=0 5.33441e-05 0.000160039 0.000240922 8.35061e-05 0.000193945 6.5534e-05 0.000218834 7.31384e-05 0.000249548 -9.13488e-05 0.000263979 0.00120352 -0.00071208 0.000122123 0.00123535 0.000374101 -0.000179748
internal_weight=0 0.0237784 0.0226974 0.0216344 0.0197052 0.0186332 0.0175888 0.016289 0.0151516 0.0138684 0.0103049 0.00898239 0.00457682 0.00440557 0.00301551 0.00356349 0.0032047 0.0021954
internal_count=3121 2863 2663 2520 2198 1942 1808 1682 1517 1171 941 402 149 253 154 230 87 61
is_linear=0
shrinkage=0.00455379


Tree=1232
num_leaves=31
num_cat=0
split_feature=39 42 376 151 150 1456 16 1213 2 11 14 1374 457 1 15 0 47 2 150 475 403 484 130 43 42 16 4 42 4 12
split_gain=0.00146916 0.00077581 0.000930019 0.000707983 0.00085462 0.000921037 0.000878456 0.000784958 0.000724391 0.000631287 0.000498947 0.000549346 0.000669553 0.000935624 0.000638053 0.000632215 0.000583084 0.00110184 0.000759734 0.000767226 0.000504604 0.00050034 0.000470079 0.00074585 0.000667944 0.000509693 0.000457659 0.000450489 0.000445341 0.000506377
threshold=0.16946000000000003 -0.26584999999999998 0.088055000000000008 -0.5145249999999999 -0.22665999999999997 -1.0000000180025095e-35 -0.53943499999999989 -0.082704999999999987 0.15609500000000001 0.081790000000000015 0.076175000000000007 -0.094929999999999987 0.045365000000000009 0.086105000000000015 0.095175000000000023 -0.087634999999999977 0.087235000000000021 0.113445 0.096430000000000002 -0.083589999999999984 -1.0000000180025095e-35 1.0000000180025095e-35 -1.0000000180025095e-35 -0.15582499999999996 0.091545000000000015 0.15891500000000003 0.42642000000000008 0.08623500000000002 -0.04890499999999999 0.10266500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 -5 -6 -7 -8 9 10 11 -9 14 15 16 -14 17 18 19 -13 -21 22 -22 -24 25 27 -11 -25 -18 -30
right_child=-2 2 -4 4 5 6 7 8 -10 26 -12 12 13 -15 -16 -17 28 -19 -20 20 21 -23 23 24 -26 -27 -28 -29 29 -31
leaf_value=-0.0015160265644523839 0.0015162318042940344 -0.0014261215824768493 0.00094985138496480812 0.00089294461019762811 -0.0013232222243827238 0.00093857321799121053 -0.0015158377814936811 -0.00093552217966315604 0.00094430632002404417 -0.001385766855515828 -0.0010514651482888978 0.0012192887254473589 -0.0011197456018004817 0.0010894053011605504 -0.00081977513830229292 0.0004868383350503667 0.00039908891289812501 0.00097521923522469122 -0.0013796839217372701 -0.00096779834428796605 -0.00064288269650719361 -0.0008906825761382022 0.0010819276077150112 0.00012568997816480464 -0.0011074000470441324 -0.00066988920265183326 -0.00021217406322917521 0.0011131262750623335 -0.00077440636788226984 0.00038472484610810336
leaf_weight=0.001124837672129785 0.0010785308651506389 0.00120444695586741 0.0014581169218814685 0.0014590278846355878 0.0018849681112336194 0.0014032610867546957 0.0011491974645871919 0.0021577651801294442 0.0011424857887210029 0.0019485749090044626 0.001618216524690296 0.0010170427096800596 0.0010922774931430013 0.002252588436327585 0.0036739392297597808 0.0011607950797625213 0.0011456102731415285 0.002322056455331011 0.0010601804051919564 0.0015243192260308023 0.001908118265557591 0.0014530741178369064 0.0017384716722403945 0.0049174475793365494 0.001103516997081444 0.0014094929241750265 0.0012551709148169721 0.001353722903138177 0.006367034020414053 0.0010021863743645554
leaf_count=18 23 49 64 23 285 79 267 38 70 119 43 95 32 97 231 44 27 179 62 416 72 72 30 258 81 39 27 64 180 37
internal_value=0 -0.00027032 -0.000243973 -0.000277627 -0.000250246 -0.000284243 -0.00024273 -0.000278945 -0.000247092 -0.000278396 -0.000226887 -0.000192371 -0.000148441 0.000398616 -0.000225477 -0.000292025 -0.000148385 -5.79018e-06 -0.000136068 -5.57977e-05 -0.000139962 -4.90731e-05 4.93054e-05 0.000174823 -4.70169e-06 0.000153728 -0.000925974 0.000338842 -0.000480092 -0.000616769
internal_weight=0 0.0543079 0.0531831 0.051725 0.0505205 0.0490615 0.0471765 0.0457733 0.0446241 0.0434816 0.0402779 0.0386596 0.0365019 0.00450566 0.0319962 0.00225307 0.0283223 0.0198074 0.0174854 0.0164252 0.0154082 0.0138838 0.0124308 0.0105227 0.00878418 0.00768066 0.00320375 0.00627117 0.00851483 0.00736922
internal_count=3121 3098 3080 3016 2967 2944 2659 2580 2313 2243 2097 2054 2016 173 1843 76 1612 1368 1189 1127 1032 616 544 472 442 361 146 322 244 217
is_linear=0
shrinkage=0.00151575


Tree=1233
num_leaves=20
num_cat=0
split_feature=124 12 14 123 39 13 48 132 457 159 15 0 42 42 13 0 15 1 0
split_gain=0.000171328 0.000207379 0.000147409 0.000286721 0.000223532 0.000405298 0.00030135 0.000321921 0.000348796 0.000197935 0.000166673 0.000245638 0.000340143 0.000277276 0.000256153 0.000253459 0.000170991 0.000101447 3.40024e-05
threshold=0.11040000000000001 0.11650500000000001 0.054835000000000009 1.0000000180025095e-35 0.088025000000000006 -0.23438999999999996 0.12649500000000002 0.081240000000000021 0.082380000000000009 0.091530000000000014 -0.11713499999999999 -0.10011499999999998 0.083995000000000014 0.088915000000000008 -0.029529999999999997 -0.036484999999999997 -0.043924999999999992 0.088975000000000012 -0.10836499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 -1 7 8 9 10 -7 16 15 -14 -15 -13 18 -10 -12
right_child=-2 -3 -4 -5 -6 6 -8 -9 17 -11 11 12 13 14 -16 -17 -18 -19 -20
leaf_value=0.0024775092285167846 0.0019250227036967267 -0.0020808989193283767 -0.0017957939489829646 0.0020241140326703148 -0.0022348450657533919 -0.0017452845735516 -0.0023521918305373975 0.0023078331117504288 0.00048529627803859152 -0.002536555559955122 -0.00070824997632546621 -0.0037218542273863646 0.001746237969336878 -0.0026148143419908788 0.0007919724016033214 -0.00049259681499919366 0.0019435218907844973 0.0025779620240647268 0.00051448304437077446
leaf_weight=0.0014647727062855253 0.0010014773972721871 0.0011908476922672931 0.0010320078268617463 0.0016273418633573336 0.0010694176391914381 0.0016381108861501731 0.0013614201685268048 0.0013139370775219197 0.0010172119377127595 0.0010227756156051546 0.001027058119690949 0.001180965214561347 0.0015670921710564389 0.0010548972923623513 0.0010078373197473 0.0010928836909243249 0.0018144077247330649 0.0011555500790763062 0.0010999261316619879
leaf_count=109 30 142 103 241 85 160 59 216 88 169 31 548 352 482 22 126 70 59 29
internal_value=0 -0.000115492 -1.16898e-05 7.38858e-05 -8.56902e-05 3.64398e-05 -0.000169599 1.62004e-05 -0.000188931 -0.000499432 -0.000317991 -8.05049e-05 -0.000704205 0.000213876 -0.000950283 -0.00216977 0.000853714 0.00159825 -7.59388e-05
internal_weight=0 0.0237385 0.0225476 0.0215156 0.0198883 0.0188188 0.0173541 0.0159927 0.0146787 0.012506 0.0114832 0.00984507 0.00590368 0.00362983 0.00206273 0.00227385 0.00394139 0.00217276 0.00212698
internal_count=3121 3091 2949 2846 2605 2520 2411 2352 2136 1989 1820 1660 1530 856 504 674 130 147 60
is_linear=0
shrinkage=0.00483252


Tree=1234
num_leaves=31
num_cat=0
split_feature=39 42 1456 457 1375 151 4 11 16 16 403 0 43 0 4 13 52 1374 51 2 13 133 16 1 43 15 4 15 1 3
split_gain=0.00116509 0.000731766 0.000623859 0.000640635 0.000601301 0.000584443 0.000835363 0.000583795 0.000510391 0.000910365 0.000741832 0.000618591 0.00082211 0.000523302 0.000610982 0.000545807 0.000478218 0.000479218 0.000759268 0.00060645 0.000551288 0.000672844 0.000445457 0.000522911 0.000397893 0.000375921 0.000306862 0.000304376 0.000372247 0.000241543
threshold=0.16946000000000003 -0.11466499999999999 -1.0000000180025095e-35 -0.15747999999999998 0.079730000000000009 -0.40381499999999992 0.27287000000000006 0.080455000000000013 -0.014034999999999997 -0.056919999999999991 -1.0000000180025095e-35 -0.11013499999999998 -0.51144999999999985 -0.084804999999999978 -0.51843499999999987 -0.084774999999999989 0.15915500000000002 -0.094929999999999987 0.078435000000000019 0.11177500000000001 0.038215000000000006 -1.0000000180025095e-35 -0.5335399999999999 0.111945 -0.074359999999999996 0.090455000000000021 -0.013514999999999998 0.040760000000000005 0.094385000000000011 -0.082154999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 5 -5 7 8 9 10 -7 26 -13 -14 -15 -16 17 -12 19 20 21 25 -8 -24 29 -19 -10 28 -23 -17
right_child=-2 2 3 4 -6 6 22 -9 11 -11 16 12 13 14 15 24 -18 18 -20 -21 -22 27 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.00096038978839238455 0.0015162325566637574 -0.0010007022153075916 0.0010817085176380789 -0.0010597890644863108 -0.0011045411956627793 -0.0012848999982233342 0.0015158432370757369 -0.0010912846921828691 0.00024912136672476805 -0.0012151199200786454 -0.00078151111152211048 0.0012892607600599778 -0.0011293137703632305 -0.0010276011458019158 0.00080736253694848074 -0.00016119477833168876 -0.00087564780737553482 -0.00089585493366480592 0.00089693021135156569 -0.0010805405674243133 -0.00065701034144030016 -0.00022116825883985311 -0.00038666563320069973 0.00082590867638038831 -0.00064671870316181958 0.00033436318698498951 0.0013280873167653988 0.0011902754497694079 0.00095672310862969826 0.00076009210557222043
leaf_weight=0.0020816624737673975 0.0010716981142806494 0.0014922525897507191 0.0012140769382256158 0.0011633253479317309 0.0011743111905548878 0.0010686863465032568 0.0010287634278887126 0.001205501826191834 0.001018388514687274 0.0017657347015207483 0.001256982693561782 0.0010920883250946653 0.0010139485952429545 0.0010844448030518112 0.0022501585108871697 0.0013923454231292726 0.0012408675661212962 0.0012333375955577734 0.0027751908979007931 0.001069973665320135 0.0016190519595031816 0.0012583136009589506 0.0012888660473606697 0.0022321909032774201 0.0018477507349153877 0.0010621269277706347 0.00149404338289827 0.0016942090629150641 0.0012083721530871117 0.0012326598915615161
leaf_count=169 23 271 36 52 121 499 71 114 36 172 21 8 146 42 42 91 95 145 132 30 59 45 32 207 203 56 37 35 15 116
internal_value=0 -8.39565e-05 -3.88841e-05 -2.06866e-06 -3.6904e-05 -2.64638e-06 3.20604e-05 -5.72669e-05 -1.52667e-05 -0.000183957 -6.63905e-05 0.000218954 4.86976e-05 -0.000104886 2.81578e-05 0.000198458 2.39248e-05 0.000108633 0.000202496 -8.23205e-06 0.000133846 0.000332168 0.000638414 0.000382052 -0.000107871 -0.000326625 0.00089074 0.000695609 0.000355853 0.000271427
internal_weight=0 0.0425596 0.040478 0.0389857 0.0377716 0.0365973 0.035434 0.0308842 0.0296787 0.0172528 0.0154871 0.0124258 0.0099134 0.00882131 0.00780736 0.00672291 0.0144184 0.0131776 0.0119206 0.00914538 0.00807541 0.00645636 0.00454982 0.00352106 0.00447276 0.00229546 0.00251243 0.00416089 0.00246669 0.00262501
internal_count=3121 3098 2929 2658 2622 2501 2449 2139 2025 1304 1132 721 648 640 494 452 633 538 517 385 355 296 310 239 410 201 73 95 60 207
is_linear=0
shrinkage=0.00151575


Tree=1235
num_leaves=31
num_cat=0
split_feature=151 150 1456 4 11 16 1 128 1213 13 13 160 1213 50 3 2 1373 48 1 12 15 1 47 150 15 1 15 42 42 151
split_gain=0.000879676 0.000739197 0.000893918 0.000680721 0.000776716 0.000562682 0.000805806 0.000492164 0.000449968 0.000412055 0.00075996 0.00040567 0.000703439 0.000632805 0.00041757 0.000663726 0.000627782 0.000606969 0.000614222 0.000791941 0.000921281 0.000547275 0.000489262 0.000475949 0.000391449 0.000376651 0.000337296 0.000335917 0.000320445 0.000306813
threshold=-0.5145249999999999 -0.22665999999999997 -1.0000000180025095e-35 0.27287000000000006 0.081790000000000015 -0.54165499999999989 0.111945 0.086435000000000012 -0.080769999999999995 -0.53104499999999988 -0.47860499999999995 -0.22361499999999998 0.039620000000000009 0.077805000000000013 -0.11255999999999998 0.10855000000000002 0.085770000000000013 -0.075224999999999986 0.094385000000000011 0.092355000000000007 -1.0000000180025095e-35 0.078340000000000007 0.096770000000000009 0.083095000000000016 -0.055554999999999993 0.092390000000000014 -0.092489999999999989 0.091295000000000015 -0.084624999999999992 0.056735000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 7 -5 -7 8 -4 -10 -11 -12 13 14 15 21 17 -16 19 20 23 -13 29 25 -24 -19 -25 28 -22 -20
right_child=1 2 3 5 -6 6 -8 -9 9 10 11 12 -14 -15 16 -17 -18 18 22 -21 27 -23 24 26 -26 -27 -28 -29 -30 -31
leaf_value=-0.001394609830125721 0.0010657022461044805 -0.0011646046889409803 -0.00098124566928092381 0.0014861361743250909 -0.0013387917992125113 -0.00045097935312642812 0.00081925761731387904 -0.00096008067641323053 -0.00074210020916908395 0.0011405959678523502 -0.00069736229759513255 -0.00040472507032086647 -0.0011075193254801591 0.00081117134029408736 -0.0010310361774988092 0.0014214495261070017 -0.0011880248400986707 -0.0014733975724913139 0.00096764433513165987 -0.0012457887591938146 0.00086083247052774834 0.00095131988812542612 -0.00061923843570093891 0.00039200197258546226 0.00042914172253133551 -0.00028152774930568196 -0.00065219016315783368 0.0011115221929099051 -7.9111912932505033e-05 0.00013217958527274648
leaf_weight=0.0010250760813690354 0.0013867251038277564 0.0014975548703556321 0.0010014487442822064 0.0010218497689553629 0.0010344120980345642 0.0019588507704213489 0.0025237266193849361 0.0012201471876369654 0.0014610305274658222 0.0013874276082219686 0.0016640467059998434 0.0018135237720144802 0.0011015898360329226 0.0025344742207724638 0.0011724685563105899 0.0011575282858871105 0.0010198841760740143 0.0013018195609806214 0.0031235194122327661 0.001288054290135233 0.001181219899549113 0.0010307769190376348 0.0014570607826129844 0.0016741260308208439 0.0017089284850424491 0.0010641122516972246 0.0011540463747516938 0.0012649272265043976 0.0024879482388904467 0.0014083261019735005
leaf_count=50 24 286 262 57 118 46 225 174 18 21 195 57 243 262 57 14 31 159 165 242 43 22 39 21 13 8 74 25 135 35
internal_value=0 -2.44432e-06 -3.63281e-05 3.69471e-06 -6.9371e-05 0.000491021 0.000264174 -3.25672e-05 2.75519e-07 2.9655e-05 6.48958e-05 1.6136e-05 5.7156e-05 0.000103236 3.23404e-05 0.000472781 -5.03842e-05 6.80944e-06 7.04715e-05 -0.000148272 -8.69563e-06 8.67067e-05 0.000394879 -0.000445519 -5.33468e-05 -0.000937337 -3.40846e-05 0.000451147 0.000223486 0.000708014
internal_weight=0 0.0451016 0.0437148 0.0422173 0.0367128 0.00550443 0.00448258 0.0356784 0.0344583 0.0334568 0.0319958 0.0306084 0.0289443 0.0278427 0.0253083 0.00400183 0.0213064 0.0202866 0.0191141 0.0114163 0.0101282 0.0028443 0.00769783 0.0051941 0.00316599 0.00236593 0.00282817 0.0049341 0.00366917 0.00453185
internal_count=3121 3071 3047 2761 2433 328 271 2315 2141 1879 1861 1840 1645 1402 1140 93 1047 1016 959 707 465 79 252 262 52 167 95 203 178 200
is_linear=0
shrinkage=0.00148603


Tree=1236
num_leaves=31
num_cat=0
split_feature=31 39 401 33 9 1456 457 151 4 42 48 41 480 15 16 0 43 4 16 1 13 0 403 133 12 43 403 12 16 51
split_gain=0.00115046 0.00114825 0.000834522 0.000797235 0.000888028 0.000834205 0.000867708 0.00078694 0.000889155 0.000924298 0.000882987 0.000753417 0.000761168 0.000776973 0.000562222 0.000792814 0.000787906 0.00135503 0.00074125 0.00110999 0.000703397 0.000930552 0.000626497 0.000707026 0.000854487 0.000696464 0.000695966 0.000579909 0.000940197 0.000554757
threshold=-1.0000000180025095e-35 0.16946000000000003 0.10076500000000001 -0.0066799999999999993 0.088235000000000022 -1.0000000180025095e-35 -0.15747999999999998 -0.5145249999999999 0.27287000000000006 -0.11466499999999999 -0.075224999999999986 0.078570000000000015 1.0000000180025095e-35 -0.14147499999999996 -0.014034999999999997 -0.10474999999999998 -0.45785999999999999 -0.51843499999999987 -0.062804999999999986 0.11551000000000002 -0.0097949999999999982 -0.036484999999999997 -1.0000000180025095e-35 0.083950000000000011 0.092255000000000018 -0.08756499999999999 0.092070000000000013 0.10345000000000001 0.22339500000000004 0.081440000000000026
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 -5 -7 -8 9 -9 -11 12 13 -12 18 -16 -17 -18 19 22 27 -22 -15 24 26 -25 29 28 -19 -24
right_child=1 -3 -4 4 -6 6 7 8 -10 10 11 -13 -14 14 15 16 17 20 -20 -21 21 -23 23 25 -26 -27 -28 -29 -30 -31
leaf_value=0.0014005550052526574 -0.0011345691222005854 0.0014008161593345317 -0.0013502155024547099 -0.0010808395973233248 0.00092712373944328489 0.0010155319556674823 -0.0012718464135997585 -0.0010529296192422237 0.0005435243870767104 -0.00098411885802370067 -0.00080574271250103378 -0.0011625177248095861 -0.0011601622711731993 -0.001103252693665127 0.00099071631765989274 0.0011999474965978751 -0.0014001385214846439 0.00075984901778367898 -0.0010217849974428462 0.0010693661064145638 -0.001365448806297401 0.00024486964330747325 -0.00073294659653853217 -0.00033187033237942363 -0.0014005165489870415 0.0011204990453007704 0.00087246755273194109 0.0013037850373904853 -0.00061079730405641389 7.0725688308199999e-05
leaf_weight=0.0010822670405454806 0.001323834703914172 0.0010370277239246653 0.0010061826801543985 0.0015492438840964953 0.0018177652208604114 0.0014886294592741925 0.0010455225461569731 0.0019413599896624936 0.0045446681399110558 0.0019269687563898677 0.0018970547121206485 0.0010782261092341363 0.0010273625816445966 0.0011232612264158179 0.0028091299317161153 0.0012606706150108957 0.0011558760029313228 0.0026572775218154402 0.0014217086938490544 0.0017970494063703777 0.0010867557498743796 0.0019962313932318067 0.0026360888357661455 0.0010040942851272661 0.0010247906883265054 0.0018227301271580574 0.0013573897394074663 0.001365342702752681 0.0015559728139273865 0.0046642395173108753
leaf_count=86 29 21 164 286 52 35 50 131 235 69 104 60 213 419 64 8 27 186 103 42 84 115 108 25 76 69 54 24 108 74
internal_value=0 -5.8036e-05 -8.74776e-05 -6.2258e-05 -3.33201e-05 -7.02792e-05 -3.60122e-05 -7.14277e-05 -4.23445e-05 -0.000111306 -6.14529e-05 -1.0276e-05 2.66303e-05 6.39902e-05 0.000117666 0.000326283 0.000157799 2.39756e-05 -5.42549e-05 3.48947e-05 0.000214022 -0.000322769 -0.000101469 -1.15154e-05 -0.000191395 0.000604614 -4.82751e-05 0.000510677 0.000253663 -0.000219474
internal_weight=0 0.0524225 0.0513854 0.0503792 0.0490554 0.0472376 0.0456884 0.0441998 0.0431542 0.0386096 0.0366682 0.0347413 0.033663 0.0326357 0.0307386 0.0138873 0.0110781 0.00981746 0.0168514 0.0154296 0.00866158 0.00308299 0.0136326 0.0125093 0.00968251 0.00282682 0.00865772 0.00557859 0.00421325 0.00730033
internal_count=3121 3035 3014 2850 2821 2769 2483 2448 2398 2163 2032 1963 1903 1690 1586 616 552 544 970 867 517 199 825 406 312 94 236 318 294 182
is_linear=0
shrinkage=0.00140032


Tree=1237
num_leaves=20
num_cat=0
split_feature=457 457 1 160 41 403 42 15 3 1 3 2 15 3 16 42 52 2 15
split_gain=0.000180942 0.000224095 0.000189646 0.000343093 0.000293219 0.000227949 0.000227801 0.000224291 0.000269531 0.00024558 0.000233064 0.000217859 0.000241024 0.000265546 0.000315067 0.000302387 0.000181349 0.000106749 9.05531e-05
threshold=-0.096529999999999991 -0.0029299999999999994 0.10752500000000002 -0.090969999999999981 1.0000000180025095e-35 0.095105000000000009 -0.0060199999999999993 0.095175000000000023 -0.10831999999999999 0.094385000000000011 0.086245000000000016 0.13754500000000003 -0.016799999999999995 0.10542000000000001 -0.071854999999999988 0.090395000000000017 0.083680000000000018 0.094835000000000017 -0.088429999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 5 6 -5 8 -8 10 16 12 13 15 -15 -4 18 -12 -10
right_child=1 2 11 4 -6 -7 7 -9 9 -11 17 -13 -14 14 -16 -17 -18 -19 -20
leaf_value=0.0017577697281023321 -0.0018871090333135716 -0.0024147056923263356 0.0021646069385943293 -0.0010988475135510676 -0.0022907414311834485 -0.00168749390163165 0.0021872364735697324 -0.0014075079097430757 -0.0006092011242460069 0.0019588086715814149 0.00184028616400281 0.0023290241127846703 0.0017186861223688411 0.00046530500751848362 -0.0027511762530598935 -0.00086945648811578835 0.00062918775865580443 9.4177200834671216e-05 -0.0023428154358334963
leaf_weight=0.0010004989829470725 0.001232370308708485 0.0012689245435105736 0.0012986579948194299 0.001909978916521061 0.0010318641777757884 0.0012161038119037912 0.0018559924976297992 0.0010064262360292018 0.0010966640981480147 0.0014214552346807352 0.001252383858385997 0.0010917006965822651 0.0015494296987257341 0.0010268097676719989 0.0012355328908313368 0.0011322069295051085 0.0011241472010601328 0.0013287289153538495 0.0011228839999302687
leaf_count=68 184 335 120 604 110 197 114 179 120 124 48 150 75 64 25 108 138 22 336
internal_value=0 -0.000104446 -8.803e-06 -0.00027585 -8.69373e-05 8.35964e-05 0.000261325 0.000515804 0.000726152 0.000357017 -2.72783e-05 0.000560497 0.00025122 -0.000233254 -0.00129131 0.000751452 -0.000775041 0.000941408 -0.00148625
internal_weight=0 0.0242023 0.0229699 0.0156356 0.0143666 0.0133348 0.0121187 0.0102087 0.00920226 0.00734626 0.00592481 0.00733434 0.00624264 0.00469321 0.00226234 0.00243086 0.0033437 0.00258111 0.00221955
internal_count=3121 3053 2869 2327 1992 1882 1685 1081 902 788 664 542 392 317 89 228 594 70 456
is_linear=0
shrinkage=0.00429114


Tree=1238
num_leaves=20
num_cat=0
split_feature=124 12 52 52 48 4 2 133 3 52 159 150 1 12 43 13 160 1 3
split_gain=0.00013475 0.000190615 0.000138736 0.000308059 0.000192 0.000314708 0.000181262 0.000172132 0.000167232 0.000299537 0.000255794 0.000246843 0.00018464 0.000160438 0.000190991 0.000170954 0.000159554 0.00018226 0.000237677
threshold=0.10281000000000001 0.11650500000000001 0.19022000000000003 0.13389000000000004 0.12879500000000002 0.27834500000000006 0.113445 -0.11008499999999999 0.10732000000000001 -0.0092699999999999987 0.089465000000000017 0.08882000000000001 0.10538500000000002 0.092355000000000007 0.016310000000000002 -0.077944999999999987 -0.023379999999999995 0.086560000000000012 -0.091354999999999978
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 7 -7 -1 10 -10 11 12 13 14 15 -9 -17 18 -18
right_child=-2 -3 -4 -5 -6 6 -8 8 9 -11 -12 -13 -14 -15 -16 16 17 -19 -20
leaf_value=-0.0018012638366696153 0.0015825873750360217 -0.0018713191420079299 -0.0012256739499630599 0.0024363996433038764 -0.0018695192566923653 0.00049736506421056573 0.0030864368193335846 -0.001686713188140073 0.0028642512548159335 -0.00045208553422369286 -0.0023772547992127898 -0.0017599781511773139 0.0016528445009112108 -0.0014949617944901559 0.0018980768585893741 0.0018520485031345863 -0.00084304355595976794 -0.0012664547498195534 0.0020898808765464133
leaf_weight=0.0012030708524022873 0.0010301784374366898 0.0011959918772194702 0.0017806653235763461 0.0011067625448437637 0.00111336409722984 0.001239655002109318 0.0010238905066483062 0.0011386305366355405 0.0010797762576615355 0.0011841599894069086 0.0010404183603418557 0.0014813113048790525 0.0015943408948024826 0.001320183982980061 0.0011917289395917408 0.0010442046749848978 0.0010936672639356689 0.0017210013513834221 0.0012034549758514496
leaf_count=281 39 142 331 44 59 123 146 413 68 28 206 144 131 369 48 68 116 140 225
internal_value=0 -9.96965e-05 -5.77723e-06 9.87592e-05 -3.27526e-05 7.74331e-05 0.0016685 -0.00014357 -1.14337e-05 0.00112963 -0.000212798 -2.17701e-05 0.000228038 -3.26826e-05 0.000228451 -9.24256e-05 0.000266165 -0.000145964 0.000693506
internal_weight=0 0.0237563 0.0225603 0.0207796 0.0196729 0.0185595 0.00226355 0.0162959 0.0150929 0.00226394 0.0128289 0.0117885 0.0103072 0.00871287 0.00739269 0.00620096 0.00506233 0.00401812 0.00229712
internal_count=3121 3082 2940 2609 2565 2506 269 2237 1956 96 1860 1654 1510 1379 1010 962 549 481 341
is_linear=0
shrinkage=0.00455379


Tree=1239
num_leaves=20
num_cat=0
split_feature=1447 453 4 15 48 48 3 16 52 39 3 2 1 4 2 0 52 0 2
split_gain=0.00013424 0.000162428 0.000289364 0.000191936 0.000224049 0.000183891 0.000144307 0.00029775 0.000253611 0.000241721 0.00027024 0.000415253 0.000238901 0.000231517 0.000206612 0.000170284 0.000153611 8.43542e-05 1.87988e-05
threshold=-1.0000000180025095e-35 1.0000000180025095e-35 0.40473500000000007 -0.14147499999999996 0.094680000000000014 0.12879500000000002 0.10542000000000001 0.22339500000000004 -0.24456499999999998 0.0046100000000000004 -0.075634999999999994 0.092365000000000017 0.078340000000000007 0.0061450000000000003 0.088225000000000012 -0.10324499999999999 0.090245000000000006 -0.15202999999999997 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 6 -6 8 -8 -5 10 12 13 14 -12 -10 -14 -16 -4 -15
right_child=1 -3 17 4 5 -7 7 -9 9 -11 11 -13 15 18 16 -17 -18 -19 -20
leaf_value=-0.0015994809903628246 -0.0018520235026167941 -0.0016577204200747221 0.00083754388592009667 -0.0024568557708945318 0.0028554109292628777 0.00022041334723055684 0.0023871713245850151 -0.00056662902279207511 -0.002251745080267523 0.0018882978399197468 -0.0018542113949783434 -0.0038196195754264515 0.0027847552520514104 0.00010898064986730282 0.0012338849961658713 0.00044515240092984568 -0.0009518769545387003 0.0027086726453942516 0.0010019967902671701
leaf_weight=0.0011180552754057596 0.0011799174535524438 0.0011450544111357699 0.0010259020201965896 0.0010929722510830625 0.0010622267287745393 0.0012366375334682544 0.0013887260445493146 0.0015671169266511242 0.0010680160631625878 0.0011680074300959306 0.0014743472434717436 0.0010199374449790244 0.0010115052201387087 0.0010004929808928864 0.0014020259665437074 0.001994837968231078 0.0013730152189174172 0.0010537171550907267 0.0010343872613804983
leaf_count=300 157 78 76 270 118 56 59 33 506 124 137 185 51 10 201 331 189 201 39
internal_value=0 4.81547e-05 0.000136326 -3.45361e-05 7.89632e-05 0.00143796 -0.00010929 0.000821137 -0.000310924 -0.000123985 -0.000330546 -0.00121083 0.00025154 -0.000452597 -0.00051571 0.00123233 0.000152429 0.00178562 0.000562926
internal_weight=0 0.0232988 0.0221538 0.0200742 0.0188943 0.00229886 0.0165954 0.00295584 0.0136395 0.0125466 0.0113786 0.00452916 0.0068494 0.00350923 0.00384306 0.00300634 0.00277504 0.00207962 0.00203488
internal_count=3121 2821 2743 2466 2309 174 2135 92 2043 1773 1649 371 1278 186 896 382 390 277 49
is_linear=0
shrinkage=0.00464487


Tree=1240
num_leaves=31
num_cat=0
split_feature=39 31 42 151 150 1456 16 33 1213 38 3 52 133 453 403 12 159 42 43 4 133 2 49 3 3 2 15 0 43 1
split_gain=0.00119486 0.00114583 0.000999267 0.000905571 0.000813555 0.000794775 0.000718674 0.000647601 0.000589638 0.000542786 0.000646435 0.000537909 0.000702382 0.000618999 0.000535421 0.000522441 0.000709569 0.000598968 0.000508086 0.00127861 0.000519494 0.000566478 0.000606473 0.000597958 0.000717165 0.000691401 0.000608418 0.000711282 0.000640506 0.000664742
threshold=0.16946000000000003 -1.0000000180025095e-35 -0.26584999999999998 -0.5145249999999999 -0.22665999999999997 -1.0000000180025095e-35 -0.53943499999999989 -0.0066799999999999993 -0.080769999999999995 0.10386000000000002 0.30112000000000005 -0.53299999999999992 -0.25159999999999993 1.0000000180025095e-35 -0.088999999999999982 -0.069644999999999985 -0.032739999999999991 -0.11051499999999999 -0.51144999999999985 -0.51843499999999987 0.10397500000000001 -0.0091949999999999983 0.10595500000000001 -0.10519499999999998 -0.087909999999999988 0.12299 -0.0058549999999999991 -0.082974999999999979 -0.076124999999999984 0.11249000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 -5 -6 -7 -8 -9 10 11 -10 -13 14 -14 -16 -17 -18 -19 -20 21 -21 23 -23 -25 26 28 -28 -26 -30
right_child=-2 2 3 4 5 6 7 8 9 -11 -12 12 13 -15 15 16 17 18 19 20 -22 22 -24 24 25 -27 27 -29 29 -31
leaf_value=0.0015463039307336988 0.0015465047488036373 -0.0015463792848625618 -0.0014388214925095753 0.0010788136328193083 -0.0011839910872789906 0.0010488450714112763 -0.0011988157827853277 -0.0011382956553077212 -0.0011326668696295845 -0.00097971757121951089 0.0011166379546390314 -0.0010408346666318311 -0.00097248267896913817 -0.0010493535520536492 0.00083808855100408065 -0.00088929360265716005 -0.00097717704235705132 0.0010530425782326687 -0.0015463510828674395 0.0012117652272235044 0.00099211258441843581 0.00056923080838567881 0.0010338329666533075 -0.0012499127617457003 -0.001289959673382699 -0.0011766762110800952 0.00080275989238194373 -0.00034284926154781151 -0.00028901997449562846 0.0010891364805169367
leaf_weight=0.0010107295052947931 0.0011010613218189738 0.0011414153627011805 0.0011462234928174544 0.0014831279710563186 0.0015196696644583776 0.0013862018392298758 0.0012068438076617829 0.0011526612073444733 0.0010069373231440517 0.0013469736109321664 0.0012404403826007373 0.0014460234769382288 0.0010738323366690219 0.0011597155955289642 0.0023536088997948559 0.0016970527990871611 0.0010964181811694554 0.0015320707725550156 0.0010348566567017587 0.0011190182322238047 0.001867202256077726 0.0036152758852558758 0.0014796636320086867 0.0012554345381629939 0.0011609262109426597 0.0011485679525442558 0.004034756344418966 0.0019081091597811092 0.0043467827513179319 0.0010359720895110058
leaf_count=84 23 18 50 24 285 74 29 294 179 32 105 163 348 51 145 232 72 19 12 22 73 93 49 108 171 30 110 115 100 11
internal_value=0 -8.24315e-05 -0.00011746 -8.18915e-05 -4.71027e-05 -8.57349e-05 -4.57163e-05 -8.33482e-05 -4.89294e-05 -1.58504e-05 1.96102e-05 -1.88606e-05 1.3775e-05 6.01002e-05 0.000100612 0.000138165 8.00207e-05 0.000141781 0.000189819 0.000134729 0.000210461 0.000141305 8.13681e-05 5.21224e-06 -0.000131726 -2.87703e-05 7.68192e-05 0.000434933 -0.000248414 -2.37782e-05
internal_weight=0 0.0480065 0.0469958 0.0458544 0.0447081 0.043225 0.0417053 0.0403191 0.0391123 0.0379596 0.0366127 0.0353722 0.0343653 0.0329193 0.0317595 0.0306857 0.0283321 0.0266351 0.0255386 0.0240066 0.0229717 0.0211045 0.0199855 0.0185058 0.0148905 0.0136351 0.0124865 0.00594287 0.00654368 0.00538275
internal_count=3121 3098 3014 2996 2946 2922 2637 2563 2534 2240 2208 2103 1924 1761 1710 1362 1217 985 913 894 882 809 787 738 645 537 507 225 282 111
is_linear=0
shrinkage=0.00154607


Tree=1241
num_leaves=31
num_cat=0
split_feature=39 151 150 52 4 16 158 16 14 403 376 123 12 52 1374 0 457 52 48 131 13 2 15 16 1 12 42 403 51 3
split_gain=0.00117966 0.000838499 0.000975069 0.00102504 0.00106867 0.00116426 0.000780348 0.000695137 0.00108482 0.000729143 0.000701103 0.000701589 0.00069071 0.000624028 0.000693755 0.000770946 0.000565923 0.000676872 0.000654169 0.000562594 0.000603364 0.000603482 0.000573036 0.000554894 0.000732658 0.000411018 0.000536185 0.000886229 0.000331754 0.000256454
threshold=0.16946000000000003 -0.5145249999999999 -0.22665999999999997 0.41423000000000004 0.27834500000000006 0.51524500000000006 0.094245000000000009 0.41553500000000004 0.076175000000000007 -0.088999999999999982 0.048375000000000008 0.080750000000000016 -0.042789999999999988 -0.24164999999999998 -0.094929999999999987 -0.23091999999999999 -0.0029299999999999994 -0.080979999999999983 0.092805000000000012 0.088315000000000018 -0.42195999999999995 0.095195000000000016 -0.10324499999999999 -0.54165499999999989 0.111945 0.084100000000000022 0.091295000000000015 0.093545000000000003 0.086310000000000012 -0.096099999999999977
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 6 7 8 9 -4 12 -12 -11 -14 -15 -16 -17 29 19 20 -19 22 -22 -6 -25 -24 27 -27 -20 -18
right_child=-2 2 3 -5 23 -7 -8 -9 -10 10 11 -13 13 14 15 16 17 18 28 -21 21 -23 25 24 -26 26 -28 -29 -30 -31
leaf_value=-0.0013840823938159903 0.0015162424867586574 0.0011491153506742674 -0.001136958728172285 -0.0012631160169666539 0.0015158761078268681 -0.0015159165677045183 -0.0012430490433051455 0.00096593546950465305 -0.001358463259925811 -0.00082360046373678927 -0.00018942242318507294 0.001446978630346172 -0.00085079622802502954 -0.00090159444896234411 0.001382157063673312 -0.00069809634266706372 0.0012712929600886453 0.00087917759846868745 0.00021796370763584204 0.00082880229623499954 -0.0009172753158412472 -0.00080765281016118018 0.00053303213716885387 -0.00038033302006060135 0.00090963525046827709 -0.0011503289575540484 0.00049461490465164753 0.00036655139553600646 0.0012692296998512308 0.00042596012685797591
leaf_weight=0.001095660062972569 0.0010970360560378358 0.0015263364946918037 0.0013043647980353059 0.0016293625853602825 0.0011833423323288628 0.0013339247307051485 0.0012732518555909058 0.0015249049270775741 0.0014606271682646712 0.0024090203211599706 0.0010061491025226124 0.0014983823386787165 0.0017680066909608874 0.001561694670918711 0.0010970781761443357 0.0019584466051072438 0.0014009300931228097 0.0011672459615397158 0.0014423772713048058 0.0014330418679193704 0.0015517943275393702 0.0034126418505469039 0.0030237344545911739 0.0018176375221230492 0.0022810637590751082 0.0020760756085400622 0.0018769449313058573 0.0015423011108843809 0.001321613163716151 0.0020040288973479639
leaf_count=50 23 24 361 186 57 140 192 38 67 96 12 88 177 35 21 146 35 15 52 95 45 144 72 37 212 364 95 87 45 110
internal_value=0 -7.27042e-05 -4.3313e-05 -8.17431e-05 -3.96513e-05 -0.000123384 -7.58945e-05 -3.66232e-05 -7.87199e-05 -2.50926e-05 1.81328e-05 0.000789585 -4.40995e-05 2.1472e-05 7.88661e-05 0.000139367 8.30529e-05 0.000151801 3.94404e-05 -7.76218e-05 -0.000166282 -0.000256786 -7.01179e-05 0.000601553 0.000337577 8.41966e-05 -0.00016277 -0.000503772 0.000720631 0.000773762
internal_weight=0 0.049982 0.0488863 0.04736 0.0457306 0.0404486 0.0391147 0.0378414 0.0363165 0.0348559 0.0335515 0.00250453 0.031047 0.028638 0.0268699 0.0253083 0.0242112 0.0222527 0.0188478 0.0160838 0.0146507 0.0134835 0.0100709 0.00528204 0.0040987 0.00851906 0.00549532 0.00361838 0.00276399 0.00340496
internal_count=3121 3098 3048 3024 2838 2532 2392 2200 2162 2095 1734 100 1634 1538 1361 1326 1305 1159 1014 917 822 807 663 306 249 618 546 451 97 145
is_linear=0
shrinkage=0.00151575


Tree=1242
num_leaves=31
num_cat=0
split_feature=39 31 42 151 4 150 158 480 41 16 16 16 51 52 52 403 133 0 130 43 4 13 43 16 1374 42 16 47 14 16
split_gain=0.00128063 0.00124035 0.000911099 0.000872598 0.00092479 0.00108114 0.000913636 0.000877719 0.000667119 0.00065452 0.000641395 0.00102958 0.00108867 0.000885451 0.000857262 0.000827659 0.000747201 0.000604941 0.000871636 0.000831083 0.00124404 0.000946105 0.000570489 0.000567899 0.000538648 0.000643625 0.000898458 0.000529227 0.000732074 0.000524908
threshold=0.16946000000000003 -1.0000000180025095e-35 -0.26584999999999998 -0.5145249999999999 0.27834500000000006 -0.22665999999999997 0.094245000000000009 0.084710000000000021 0.078475000000000017 -0.54165499999999989 -0.014034999999999997 -0.056919999999999991 0.12547500000000003 0.090645000000000017 -0.53299999999999992 -1.0000000180025095e-35 0.098785000000000012 -0.10474999999999998 -1.0000000180025095e-35 -0.17390999999999998 -0.51843499999999987 -0.08971999999999998 -0.074359999999999996 0.054560000000000004 -0.094929999999999987 -1.0000000180025095e-35 -0.40995499999999996 0.096475000000000019 -0.46885499999999997 -0.39185999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 5 -5 7 8 10 -6 11 12 13 15 -12 -7 24 -16 -19 -20 -21 -22 -23 -24 -17 -26 -27 28 -11 -15
right_child=-2 2 3 4 9 6 -8 -9 -10 27 14 -13 -14 29 17 16 -18 18 19 20 21 22 23 -25 25 26 -28 -29 -30 -31
leaf_value=0.0014571619688867094 0.0014573847091079468 -0.0014571484573361521 -0.0013586314729893008 0.0012141083219885732 0.0014570097007230605 -0.0011806139344276618 -0.0013667526284145989 -0.0014569761968850261 -0.0012037431275998571 -0.00033006881224125471 -0.0011032780305841687 -0.0011653142192039993 0.0013040947842174228 -0.00015919434575206503 0.00080645246146171501 -0.00080105776540343701 0.001102443528216872 -0.0011754436571447782 0.0010425457987566678 -0.0014567806980063062 0.00099591872721183994 0.00032232049543370959 2.3556448207188035e-05 -0.0013927606154425815 -0.0007065018447267045 -0.00068948795227636911 0.00043775710638061416 -0.00067867827757065987 0.00098897233558768336 -0.0014484109980823973
leaf_weight=0.0011084830373038193 0.0011959531425276273 0.0010296775363407553 0.0010953201790826475 0.0012529452998251136 0.0011917329123951603 0.0012838599710509593 0.0012891990675758516 0.0010170188933378279 0.0011016302652144807 0.0014179974804875428 0.0010568570641593658 0.0021861428416780617 0.0010894264921894594 0.0010979004787685653 0.0032919934432555911 0.0018115956493289795 0.0012804990402059966 0.0010368847054387257 0.0021133573112308577 0.0010578358322863596 0.002361430724918458 0.0029112446589820724 0.0012914878468448538 0.0011237698953219244 0.0019531264375194377 0.0018751775721739276 0.0075165426648129323 0.0010233558675851739 0.0024125768248639537 0.0017212197070914917
leaf_count=84 23 18 50 15 51 410 197 208 83 36 183 133 49 36 85 20 20 24 39 21 37 274 86 112 142 23 195 22 173 272
internal_value=0 -6.74373e-05 -0.000100645 -7.26324e-05 -4.37484e-05 -0.000119221 -0.000159507 -0.00012077 -8.60698e-05 0.000489569 -5.37195e-05 -0.000216923 -0.000111299 -0.00019447 0.000165449 -5.96431e-05 4.00435e-05 0.000253733 0.000100779 0.000222639 2.45139e-05 0.000228335 -0.000111962 -0.000635427 -6.33585e-05 5.44406e-05 0.000212688 0.000252044 0.000500691 -0.000946328
internal_weight=0 0.0520003 0.0508918 0.0498621 0.0487668 0.0427211 0.0414682 0.040179 0.039162 0.00604566 0.0380604 0.0218155 0.0196293 0.0185399 0.0162449 0.0157208 0.0144369 0.015188 0.011896 0.0108591 0.00874577 0.00768793 0.0053265 0.00241526 0.0131564 0.0113448 0.00939172 0.00485393 0.00383057 0.00281912
internal_count=3121 3098 3014 2996 2946 2664 2649 2452 2244 282 2161 1300 1167 1118 861 810 400 678 593 569 530 509 472 198 380 360 218 231 209 308
is_linear=0
shrinkage=0.00145689


Tree=1243
num_leaves=20
num_cat=0
split_feature=11 2 2 1 52 52 3 1375 123 13 0 52 43 1 16 16 2 2 1
split_gain=0.000145537 0.000188448 0.00017847 0.000263027 0.000235666 0.000237558 0.000220914 0.000286259 0.000266931 0.000251348 0.000207662 0.000214927 0.000254277 0.000185491 0.000353402 0.000257642 0.000160787 0.000132879 0.000102426
threshold=0.081790000000000015 -0.0091949999999999983 0.088225000000000012 0.13075500000000004 0.19022000000000003 0.13389000000000004 -0.10519499999999998 -0.012484999999999998 1.0000000180025095e-35 0.14871000000000004 -0.15202999999999997 -0.013374999999999998 0.016310000000000002 0.091900000000000023 -0.088394999999999987 -0.16927999999999996 0.11093500000000002 0.10644500000000001 0.077845000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 13 5 6 9 -8 10 -4 16 17 -13 14 -3 -15 -9 -12 -16
right_child=-2 2 4 -5 -6 -7 7 8 -10 -11 11 12 -14 15 18 -17 -18 -19 -20
leaf_value=0.001896808847483656 -0.0013530036176500797 -0.0028701200831851518 0.0032447966292090203 0.0012109263622447539 -0.0019422548007883463 0.0026995958834847042 0.0020365594090315632 -0.00068647629845889778 0.0018722940311121153 -0.00011484577384513549 -0.00024745770405882928 -0.0021806956457382457 0.00061304460874472149 -0.00038891849614898152 -0.00064109144460053596 -0.0035487422254654624 -0.0034524508366770837 0.0022551710667907971 0.0013395323580353839
leaf_weight=0.0013029188109386905 0.0018724319325913443 0.0010035055289269179 0.0011757350491663479 0.0015056641085927636 0.0010579487964104137 0.0010721094431334075 0.0013906411846615905 0.0010336721307879779 0.0011135432558661007 0.0010022771084852167 0.001001900108036081 0.0018651518966614766 0.001375173383346695 0.0011490895723600403 0.0010438888116175151 0.0013797928414469585 0.0010091223988819564 0.0010617557583293413 0.0016171448810766709
leaf_count=151 175 261 65 33 198 44 47 48 135 48 211 292 162 31 498 259 40 181 242
internal_value=0 7.56908e-05 -3.28624e-05 -0.000636878 0.000295576 0.000476287 0.000278129 -3.59667e-05 -0.000376632 0.00169876 -0.0007175 -0.000203201 -0.00099505 -0.00108609 -0.000377453 -0.00211296 -0.00205284 0.00104015 0.000562559
internal_weight=0 0.023161 0.0218581 0.00769909 0.014159 0.0131011 0.012029 0.00985096 0.00846032 0.00217801 0.00734678 0.00530398 0.00324033 0.00619342 0.00366454 0.00252888 0.00204279 0.00206366 0.00266103
internal_count=3121 2946 2795 1324 1471 1273 1229 1116 1069 113 934 846 454 1291 1001 290 88 392 740
is_linear=0
shrinkage=0.00492917


Tree=1244
num_leaves=19
num_cat=0
split_feature=41 2 16 151 16 42 42 43 159 1 160 156 2 133 52 49 4 0
split_gain=0.000138528 0.000172173 0.000158005 0.00026966 0.000227451 0.000182528 0.00036653 0.000425618 0.000232086 0.000220854 0.000178905 0.00019537 0.000187475 0.000417905 0.000461124 0.000235268 0.000149895 0.000111601
threshold=0.078475000000000017 -0.0091949999999999983 -0.36241499999999999 -0.00099499999999999979 -0.51370499999999997 -1.0000000180025095e-35 -0.091729999999999992 -0.25681499999999996 -0.032739999999999991 0.13021500000000003 -0.085579999999999976 0.083840000000000012 0.10672500000000001 0.090665000000000009 0.077655000000000016 -0.047584999999999995 0.033845000000000007 0.024095000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 -5 6 7 -4 -7 10 -10 12 13 14 15 -12 -17 -14
right_child=-2 2 5 4 -6 8 -8 -9 9 -11 11 -13 17 -15 -16 16 -18 -19
leaf_value=0.00148096442778326 -0.0013526695495136201 -0.00281568513656186 -0.0015724259679091924 0.0014459901566526772 -0.0013617390648935652 -0.0015557400552372619 -0.0029378116103652278 0.0023600901347620449 0.0018814467236798087 0.0023329905184071098 0.0011273603919638878 -0.001461160775953943 0.0006088221033962311 -0.0025300354044695012 0.0026170760664031376 -0.0020060676085097689 0.00016476068466523582 0.0026129081710389726
leaf_weight=0.0016451648640349861 0.0015322874737284655 0.0010872759197164683 0.0012483393893436556 0.0010977883175531389 0.0013149925265740761 0.00121668500836808 0.0011342182495833455 0.0010514167016942855 0.0013697279802346038 0.0012639088465085111 0.0015562344892590145 0.0013866301298225978 0.0013168758809984915 0.0011362577609766444 0.0015494477981583543 0.0015707919164901192 0.0011370835128814427 0.0010244790295246275
leaf_count=158 148 84 69 58 141 321 501 209 226 78 79 223 134 189 130 297 49 27
internal_value=0 6.12131e-05 -4.76169e-05 -0.00093276 -8.42536e-05 0.00012486 -0.000819343 0.000225466 0.000348039 0.000522047 0.000332061 0.000133309 0.00037127 -4.18437e-06 0.000489492 -0.000283607 -0.0010945 0.00148573
internal_weight=0 0.0231073 0.0214622 0.00350006 0.00241278 0.0179621 0.00343397 0.00229976 0.0145281 0.0133114 0.0120475 0.0106778 0.00929117 0.00694982 0.00581356 0.00426411 0.00270788 0.00234135
internal_count=3121 2973 2815 283 199 2532 779 278 1753 1432 1354 1128 905 744 555 425 346 161
is_linear=0
shrinkage=0.00455379


Tree=1245
num_leaves=19
num_cat=0
split_feature=1 0 147 12 159 52 52 0 0 151 2 4 16 43 4 43 43 1
split_gain=0.000137829 0.000321083 0.000207437 0.00022771 0.000262984 0.000276613 0.000252907 0.000198512 0.00022635 0.000180693 0.000369047 0.000174311 0.000174001 0.000438367 0.000184475 0.000169463 0.000158276 0.000138667
threshold=0.077565000000000009 -0.087634999999999977 0.089025000000000007 -0.010834999999999999 -0.032739999999999991 -0.24164999999999998 -0.012164999999999999 -0.077999999999999986 -0.10151999999999999 -0.0083949999999999979 0.092235000000000025 0.053180000000000012 0.19444000000000003 -0.092909999999999979 -0.082109999999999975 -0.083879999999999996 -1.0000000180025095e-35 0.11181500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 16 3 6 -5 -6 -2 8 9 10 -7 -11 13 -3 -15 -9 -1 -13
right_child=2 12 -4 4 5 7 -8 15 -10 11 -12 17 -14 14 -16 -17 -18 -19
leaf_value=-0.0031157673739404985 0.0025623325556879246 -0.0028324405127601619 0.0021116868267686689 -0.0022313972450738405 -0.0020404844746278114 0.0010036977005892023 5.1983026549567868e-06 0.0026907245529586418 -0.0018585884654523878 -0.00036401417840369678 -0.0024800428196253043 0.0024046038415101671 0.0011017965724100139 0.0016464959480323115 -0.00078937502186696683 0.00030756662691769755 -0.00079219443978166635 0.00043716764001937877
leaf_weight=0.0010710592818999887 0.0013518862618830951 0.0010840113980530299 0.0010223092279311166 0.0010960548536504992 0.0011317075492760518 0.0011455856969178058 0.0016396656443476978 0.0010296779974630077 0.0011791096896494055 0.001701657776484569 0.0011853056871649059 0.0013698920369336065 0.0019823477537690426 0.0012901121224226644 0.0011064663073623322 0.0012850077461057348 0.0011808038771898835 0.0013753444868491727
leaf_count=377 162 161 101 171 166 30 162 58 231 76 52 31 185 256 532 205 125 40
internal_value=0 -0.000506572 0.000202066 7.60418e-05 -0.000183574 1.32578e-05 0.00116077 0.000239536 -8.86515e-05 0.000219259 -0.000767855 0.000736666 6.67212e-05 -0.000522799 0.000521889 0.0013677 -0.00189736 0.00141893
internal_weight=0 0.0077148 0.0165132 0.0154909 0.0124993 0.0114033 0.00299155 0.0102716 0.0079569 0.00677779 0.00233089 0.00444689 0.00546294 0.00348059 0.00239658 0.00231469 0.00225186 0.00274524
internal_count=3121 1636 1485 1384 1060 889 324 723 460 229 82 147 1134 949 788 263 502 71
is_linear=0
shrinkage=0.00437696


Tree=1246
num_leaves=20
num_cat=0
split_feature=14 157 0 48 48 15 1 47 12 43 16 3 160 12 1 13 1 1 0
split_gain=0.000124792 0.000196033 0.00022976 0.000184382 0.000214744 0.000195281 0.00015393 0.000261333 0.000336187 0.000229821 0.000284223 0.000448919 0.000311343 0.000272325 0.00022962 0.000174256 0.000146746 0.00013566 4.91794e-05
threshold=0.054835000000000009 -0.077234999999999984 -0.11013499999999998 0.12879500000000002 0.092475000000000016 -0.08730499999999998 0.12500000000000003 0.09585500000000001 0.10711000000000002 -0.15582499999999996 -0.083134999999999987 -0.034684999999999994 0.086870000000000017 0.090840000000000018 0.094385000000000011 -0.084319999999999992 0.14754500000000001 0.081670000000000006 -0.10096999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 6 -6 7 8 9 -3 12 -12 13 15 17 -11 -8 -13 -17
right_child=-2 3 -4 -5 5 -7 16 -9 -10 10 11 14 -14 -15 -16 18 -18 -19 -20
leaf_value=0.0028540682850734761 -0.0015961165907097533 0.0016915292743335309 -0.00011218757849085354 -0.0017280275342769357 0.00023052228261210994 0.0026742475816337878 0.002111480451319721 -0.0023816870409985261 -0.002405702320201355 0.00027167074734816101 -0.0030142518102984498 0.00017657609431949491 -0.001674510788875539 -0.00082600613302784569 0.0016211257738485104 0.0018553009915722319 -0.00023449785404977661 -0.0021070779100627072 0.0032431671678575052
leaf_weight=0.0010675789285414794 0.0010014178073691751 0.0015788672290053514 0.0010988955448825157 0.0013335893688539704 0.001755736700325583 0.0011048247538543157 0.0011077434662729027 0.0012029193979625772 0.0012536821581335964 0.0010748383557874774 0.0015319623371138884 0.0011404629765721166 0.00105527521027593 0.0011412206464883612 0.0011408405400930022 0.0011015785050627613 0.0011039487838900852 0.0010235813582681885 0.0010194481484966361
leaf_count=39 110 113 330 78 147 97 133 124 169 217 882 49 65 99 89 56 63 49 212
internal_value=0 4.62824e-05 0.0013495 -9.03078e-05 2.2639e-05 0.00117435 -0.000177317 -0.000350632 -0.000163582 7.44674e-05 -0.000175124 -0.000976599 0.000543784 0.00108353 -3.20559e-05 0.00176541 0.000940504 -0.00090358 0.00252236
internal_weight=0 0.022837 0.00216647 0.0206705 0.0193369 0.00286056 0.0164764 0.0142647 0.0130618 0.0118081 0.0102292 0.00483685 0.00539236 0.00433709 0.00330488 0.00319587 0.00221169 0.00216404 0.00212103
internal_count=3121 3011 369 2642 2564 244 2320 2124 2000 1831 1718 1069 649 584 187 485 196 98 268
is_linear=0
shrinkage=0.00455379


Tree=1247
num_leaves=19
num_cat=0
split_feature=42 484 50 48 4 47 4 133 15 0 48 43 3 15 15 133 3 3
split_gain=0.000122315 0.000150004 0.00024258 0.000267937 0.000287433 0.000248234 0.000237391 0.000176722 0.000429408 0.000277271 0.000394207 0.000262794 0.00028288 0.000183537 0.000181465 0.000194126 6.36136e-05 1.50048e-05
threshold=0.10256000000000001 -0.0068949999999999992 0.099210000000000007 0.12230500000000001 0.27834500000000006 0.11312500000000002 0.23246000000000003 0.048520000000000008 0.035560000000000008 -0.11991499999999998 0.086260000000000017 -0.088004999999999986 -0.0087149999999999988 0.091475000000000015 0.088345000000000021 0.090665000000000009 -0.011549999999999998 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 6 7 8 9 10 -3 -11 -13 -10 15 -9 -6 -14
right_child=-2 2 -4 -5 16 -7 -8 14 13 11 -12 12 17 -15 -16 -17 -18 -19
leaf_value=-0.0013348773416484488 -0.0011304321039672892 0.0026999184090904442 0.0022742138281772913 -0.0022335274705544833 0.0026425626928766308 0.0018865507830999786 -0.0021169272626766428 0.0017117404795251923 -0.0035872481815923062 0.0014430994287658583 -0.00074149035339180402 -0.0030028032201804959 0.00020430027936416373 -0.0008592736429641096 0.002379442755505144 -0.00090595646063158179 0.0010011189385931156 -0.00058238410442864273
leaf_weight=0.0015027358881357913 0.0019646981584096048 0.0017439022359866385 0.0011330313776660708 0.0010372446753041933 0.0010372111180194654 0.0013510789353319277 0.0012656419734300437 0.0010289761871265521 0.001033349377662085 0.0010692985862341686 0.0012208605340440215 0.001202155338298927 0.001081869748807307 0.0010969335115005308 0.0011531039229200069 0.0015054420444546301 0.0010009651532780764 0.001012769459947549
leaf_count=468 346 68 174 47 98 49 66 219 420 80 63 285 27 185 112 195 143 76
internal_value=0 8.03688e-05 0.000186845 6.13168e-05 0.000195016 -1.71901e-05 -0.000195631 -1.06943e-05 -0.000346875 0.000186555 0.00128278 -0.000557827 -0.00120682 -0.00218255 0.000851851 0.000156831 0.00183644 -0.000176066
internal_weight=0 0.0214766 0.0199738 0.0188408 0.0178036 0.0157654 0.0144143 0.0131487 0.00946114 0.00733086 0.00296476 0.00436609 0.00329679 0.00213028 0.00368752 0.00253442 0.00203818 0.00209464
internal_count=3121 2775 2307 2133 2086 1845 1796 1730 1204 599 131 468 388 605 526 414 241 103
is_linear=0
shrinkage=0.00464487


Tree=1248
num_leaves=18
num_cat=0
split_feature=457 11 0 15 4 12 2 13 48 1 52 0 43 16 43 13 457
split_gain=0.000121851 0.00016249 0.000179496 0.000267857 0.000188848 0.000178525 0.000171457 0.000257907 0.00022207 0.000176922 0.000171233 0.000178036 0.000272289 0.000306767 0.000240573 0.000113599 7.79199e-05
threshold=0.088350000000000026 0.081790000000000015 -0.019414999999999998 0.095175000000000023 -0.49405499999999997 0.051320000000000005 0.099515000000000006 -0.08971999999999998 0.085845000000000019 0.111945 -0.092399999999999982 -0.077999999999999986 -0.0037449999999999996 -0.056919999999999991 1.0000000180025095e-35 -0.082759999999999986 0.12052
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 6 -4 -6 8 -8 10 -9 -1 12 15 14 -14 -12 -2
right_child=16 -3 4 -5 5 -7 7 9 -10 -11 11 -13 13 -15 -16 -17 -18
leaf_value=-0.0015681615438752198 0.0017050938498405985 -0.0013498475937483989 -0.00036919651280534731 -0.0018634274735598636 0.0026568639752253442 0.00050449128213295917 0.0021063569314443502 -0.00094604070138346811 -0.0020882154951292042 0.0010866929855286762 -0.0004281490037693652 0.0015000984642385843 0.0020928019160944816 -0.0013168264757752791 -0.00039286616435652927 -0.0023533828464076751 0.0002058212793374377
leaf_weight=0.001152022598015584 0.0010130094936455772 0.001606871182355806 0.0015852390011019679 0.0014597389851882534 0.001081334153517413 0.0015099534025146966 0.0013357605804742434 0.0015851711883480011 0.0010589551349219359 0.0012539094071251089 0.0010007531582973961 0.0012467100542163899 0.0017295234924435965 0.0011424369582320182 0.0010075443165824538 0.0010037724921744817 0.0012867906450111377
leaf_count=228 99 172 85 327 117 56 130 277 228 116 309 163 77 69 188 421 59
internal_value=0 -0.000114753 -1.11315e-05 -0.000217854 0.000730141 0.00140267 -4.01384e-05 0.000641118 -0.000344594 -4.82628e-05 -0.000121671 0.00011202 -0.000182087 0.000443183 0.0011778 -0.00139222 0.000866217
internal_weight=0 0.0207597 0.0191528 0.0149763 0.00417653 0.00259129 0.0135166 0.00417484 0.00934172 0.00283908 0.00828276 0.00713074 0.00588403 0.0038795 0.00273707 0.00200453 0.0022998
internal_count=3121 2963 2791 2533 258 173 2206 523 1683 393 1455 1227 1064 334 265 730 158
is_linear=0
shrinkage=0.00404364


Tree=1249
num_leaves=31
num_cat=0
split_feature=39 42 1365 33 2 1456 448 457 1213 403 52 38 3 42 133 43 133 13 15 160 43 1 1 0 48 52 1 43 43 1
split_gain=0.00107634 0.000833009 0.00063351 0.000663193 0.000961839 0.000951616 0.000619921 0.000607383 0.000600907 0.000540117 0.000569303 0.00050487 0.000830585 0.000537098 0.000528121 0.000636579 0.000436627 0.000567023 0.00114625 0.000813733 0.00075423 0.000538699 0.000799272 0.000512564 0.00117641 0.000501961 0.000433305 0.000506702 0.000846484 0.00062428
threshold=0.16946000000000003 -0.11466499999999999 1.0000000180025095e-35 -0.0066799999999999993 -0.0091949999999999983 -1.0000000180025095e-35 -0.083859999999999976 -0.15747999999999998 -1.0000000180025095e-35 -0.082384999999999986 -0.43320999999999993 0.11495000000000001 0.30112000000000005 -0.091729999999999992 0.10722500000000001 -0.51144999999999985 -0.25159999999999993 -0.012549999999999997 0.035560000000000008 -0.085764999999999994 -0.088704999999999992 0.094465000000000007 0.11103500000000001 -0.10607499999999999 0.084485000000000018 0.024145000000000003 0.098220000000000016 0.0034250000000000005 -0.083134999999999987 0.086255000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 -5 -6 -7 -8 -9 -10 -11 12 13 -12 15 -15 -17 19 21 -18 -21 23 -23 24 -19 -24 27 28 -22 -30
right_child=-2 2 -4 4 5 6 7 8 9 10 11 -13 -14 14 -16 16 17 18 -20 20 26 22 25 -25 -26 -27 -28 -29 29 -31
leaf_value=-0.0007476822593779326 0.0012194265342421338 -0.00083272488957713761 -0.00082071536370620412 0.00080574643104751667 -0.00091686641752925305 -0.00082295070280893445 0.00097642212912906715 -0.00064918180650023506 -0.00069317114382789948 -0.00059519286719279287 0.00081871342100893561 -0.00069793236775455604 0.0012191160278917021 0.00090842332399490892 -0.00072675830939965356 -0.00062634943636452286 -0.00071368285313746626 0.001026183773614867 -0.00084218671010201384 -0.00030929654282846618 0.00090955092407189807 0.00086430945975207436 -0.00048249720724891706 -0.0007023478550502567 -0.00044684996451873661 0.00053883775350133264 0.0010268191135586694 0.00082653044709286242 -0.00070596442772708607 0.00048377961470562483
leaf_weight=0.0023186992734944836 0.001038769621068524 0.0012973302550101087 0.0013526351550101614 0.0023768819922858056 0.001588910712149171 0.0011849696011267943 0.0010733483336906593 0.0017591257822238129 0.0012909029694063703 0.0016195550458972799 0.0016176843950557176 0.0010217027396492986 0.0010884908935815387 0.0014774855073937934 0.0011124377149362976 0.0012193129854063392 0.0010438534876784375 0.0012872128594949572 0.0022678375877198684 0.0017895440417827766 0.001414114001550006 0.0026233569308757865 0.0017312313354365116 0.0017752430289155186 0.0021540047351322755 0.0012184367255017037 0.0022048669967755785 0.0026090409432484307 0.0017083737995366981 0.0010634069412773783
leaf_count=169 23 34 63 141 268 35 33 424 355 208 58 15 95 15 75 137 217 17 89 75 47 74 52 69 28 21 88 39 110 47
internal_value=0 -3.47585e-05 1.1999e-06 2.61166e-05 5.18361e-05 8.07055e-06 4.54133e-05 7.23708e-05 4.62135e-05 8.08302e-05 0.000110177 0.000145405 0.000172841 0.000135276 9.67539e-05 0.000129961 8.59103e-05 0.000120802 -5.43575e-05 0.000314081 0.000413516 0.000111236 0.000374773 -0.000170314 0.000104149 -6.06084e-05 0.000557241 0.00040487 0.000142051 -0.000249513
internal_weight=0 0.04829 0.0459713 0.0446187 0.0433213 0.0409445 0.0393555 0.0381706 0.0370972 0.0353381 0.0340472 0.0324276 0.0314059 0.0303174 0.0286998 0.0275873 0.0261098 0.0248905 0.0130573 0.0118332 0.0107893 0.0107895 0.00557302 0.00521646 0.00344122 0.00294967 0.0089998 0.00679494 0.00418589 0.00277178
internal_count=3121 3098 2929 2866 2832 2691 2423 2388 2355 1931 1576 1368 1353 1258 1200 1125 1110 973 350 623 406 261 147 114 45 73 331 243 204 157
is_linear=0
shrinkage=0.00121906


Tree=1250
num_leaves=31
num_cat=0
split_feature=151 4 150 14 47 1456 11 1213 122 124 42 12 39 3 475 160 4 0 457 403 156 15 4 0 12 160 15 13 12 12
split_gain=0.00069506 0.000917288 0.000653425 0.000612864 0.000684367 0.000601513 0.000590567 0.000558779 0.000541234 0.000622518 0.000702683 0.000615557 0.000978341 0.000549974 0.000487136 0.000408822 0.000675453 0.000721537 0.000597894 0.000622348 0.000419649 0.000445097 0.000572318 0.000544183 0.000592364 0.00035169 0.000401626 0.000328283 0.00027816 0.000453304
threshold=-0.5145249999999999 0.27834500000000006 -0.17852999999999997 -0.46885499999999997 0.10954500000000002 -1.0000000180025095e-35 0.081790000000000015 -1.0000000180025095e-35 0.086040000000000019 0.10281000000000001 -0.11466499999999999 -0.12529499999999996 0.085060000000000011 0.30112000000000005 -0.085144999999999985 -0.098904999999999979 -0.49405499999999997 -0.019414999999999998 -0.0029299999999999994 -1.0000000180025095e-35 0.087985000000000022 -0.095869999999999983 0.053180000000000012 -0.10011499999999998 0.08401500000000002 0.098320000000000005 0.083195000000000005 0.073000000000000023 0.092355000000000007 0.089735000000000023
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -3 -5 -4 7 -7 9 10 -9 -12 13 14 -13 -16 27 18 -18 -20 21 22 -21 25 -25 26 -23 -17 29 -26
right_child=1 3 5 4 -6 6 -8 8 -10 -11 11 12 -14 -15 15 16 17 -19 19 20 -22 23 -24 24 28 -27 -28 -29 -30 -31
leaf_value=-0.0013080921748867375 0.00085520128435511865 -0.00049780682225238125 -0.0011822197229724612 0.00096196108804771127 -0.00035339204637288129 -0.0009753062879727702 -0.0012500963391238807 -0.0012520823409255825 -0.0011362943670575178 0.00082132514566363862 -0.001180826266469176 -0.0011412673710128405 0.00094578447740551071 0.0007957195379044268 -0.00077970891560612721 -0.0014005454439215399 -0.00089504431950943367 0.00068780606127231286 -0.0011120647050713644 -0.00090889587303393091 -0.00084001627517579097 0.0012931047859979419 7.6093388693261393e-05 -0.00092730102744467604 -7.7649326215531287e-05 -2.032645265463186e-06 0.00031738131689623922 -0.00029639156539411728 -0.00027415054975310748 0.00099714950687109795
leaf_weight=0.0011024577709157759 0.0010126213676642229 0.0012415880547123059 0.0014096697642681502 0.0030356149646824085 0.0010418380477430489 0.0018233706531853846 0.0011243756260252971 0.0011674954280658225 0.0011229342388787691 0.0012507679131488194 0.0010868291167085422 0.0010543949464252292 0.00163341987368426 0.0011141055965637739 0.0019959323130813713 0.0011114371709517309 0.0018407065656722557 0.0023366988913267319 0.0010333195752652005 0.0018131695385043929 0.0010733132672795511 0.0017427324092409262 0.0031949582511572316 0.0012150772421435571 0.0016639733991983263 0.0014238836806725885 0.0015746721672940112 0.0010058722859866975 0.0017897891029918789 0.0014313695131598081
leaf_count=50 16 43 285 260 24 455 118 83 12 23 31 120 130 54 227 39 101 48 369 53 94 31 48 39 126 20 20 8 151 43
internal_value=0 -0.000182785 -0.000255353 0.00036358 0.000625873 -0.000284163 -0.000250516 -0.000219724 -0.000179994 -0.00014799 -0.000185522 -0.000145529 -0.000108084 -0.000168664 -0.000208018 -0.000170527 -0.00012039 -4.81087e-05 -0.000134971 -5.70555e-05 7.36362e-06 6.47469e-05 -0.000280517 0.000224239 -5.23476e-05 0.000580098 0.000829958 -0.000875994 0.000165279 0.000419366
internal_weight=0 0.0453659 0.0400469 0.00531904 0.00407745 0.0390343 0.0376246 0.0365002 0.0346769 0.0335539 0.0323032 0.0311357 0.0300488 0.0284154 0.0273013 0.0262469 0.024251 0.0221337 0.019797 0.0179563 0.0169229 0.0158496 0.00500813 0.0108415 0.00610021 0.00474129 0.0033174 0.00211731 0.00488513 0.00309534
internal_count=3121 3071 2744 327 284 2728 2443 2325 1870 1858 1835 1752 1721 1591 1537 1417 1190 1143 1095 994 625 531 101 430 359 71 51 47 320 169
is_linear=0
shrinkage=0.00140032


Tree=1251
num_leaves=31
num_cat=0
split_feature=14 457 9 33 10 1213 1365 1429 1374 457 1 15 0 1447 42 376 38 124 3 49 49 4 12 16 16 133 43 13 48 160
split_gain=0.000545205 0.000543316 0.000475308 0.000568947 0.00065802 0.000389093 0.000420229 0.000403527 0.000418513 0.000477313 0.000540736 0.00046376 0.000624842 0.000404995 0.000392787 0.000452948 0.000509142 0.000542872 0.000458314 0.000506001 0.000541071 0.000564823 0.000397898 0.000345317 0.00034943 0.00022041 0.000264463 0.000221424 0.00018894 0.000113524
threshold=0.076175000000000007 -0.15747999999999998 -1.0000000180025095e-35 -0.0066799999999999993 -1.0000000180025095e-35 -1.0000000180025095e-35 1.0000000180025095e-35 -1.0000000180025095e-35 -0.094929999999999987 0.080930000000000016 0.086105000000000015 0.091915000000000011 -0.11013499999999998 -1.0000000180025095e-35 0.11275500000000001 0.11430500000000002 1.0000000180025095e-35 -0.043384999999999993 0.149315 -0.048674999999999989 0.15525500000000003 0.076415000000000025 0.092200000000000018 -0.004174999999999999 -0.5048999999999999 0.084415000000000018 -0.078654999999999989 -0.095304999999999987 0.084170000000000009 0.081905000000000019
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 -5 -6 7 -7 -9 11 -11 13 -13 -10 15 16 17 -15 19 -19 21 22 25 24 -23 26 -21 -28 -29 -12
right_child=-2 2 3 4 5 6 -8 8 9 10 29 12 -14 14 -16 -17 -18 18 -20 20 -22 23 -24 -25 -26 -27 27 28 -30 -31
leaf_value=0.0010670290623418406 -0.00092733691923661528 0.00088055423256421471 -0.0011940989044613493 0.0011375854674222495 -0.00081107444430689136 -0.00091828261698482876 -0.0009741191451284021 -0.00080550942522388436 -0.00066140645333246241 -0.00010422729104502017 0.00070715001308622723 0.00026013385995865557 -0.0011180642138962245 0.0013641353481506247 -0.00063663160262959805 -0.00076012483137589992 -0.00072006389421848979 -0.00064319901297330917 0.0010175255422475269 0.0009284456059772268 -0.00081163494970338526 0.0011137280141767978 -0.00047465335141376453 0.0014240665045913438 -8.0265375330062153e-06 -0.00030325276424308505 0.00076689519462972756 -0.00049809127033993434 0.0003872778382284677 0.0014117220247316577
leaf_weight=0.0010486580041444418 0.0015449284522661691 0.0012488585514704989 0.0010066737890674906 0.0010602831298660567 0.0015734446042136021 0.00108151338003759 0.0010695707541534807 0.0013378128991980978 0.0016398882507909765 0.0015554421164161161 0.0010084182002607633 0.0012732334021166025 0.0018597263132602562 0.001035776735300197 0.0014643212683520526 0.0011169775443580212 0.001201946000719544 0.0016421563219211075 0.0015455074059778076 0.0016844089025673768 0.0010178920824728275 0.0011345519439363017 0.0020125413085078092 0.001368589162039636 0.0014577303429210708 0.0011224795356832296 0.0010377016027547309 0.0011758367155410105 0.00104674943199079 0.0010969186852030077
leaf_count=35 101 92 29 71 476 151 62 51 179 73 63 24 285 83 104 17 42 82 70 86 41 34 259 33 67 203 23 217 34 34
internal_value=0 -9.20485e-06 -3.90014e-05 -7.03542e-05 -3.85968e-05 -7.46803e-05 -3.95558e-05 -8.23875e-06 2.36787e-05 6.12835e-05 0.000573519 -1.1291e-05 -0.000557965 6.41419e-05 0.000120625 0.000177197 0.000233839 0.000300183 0.00023235 0.000149803 0.000249526 0.000339235 0.000109378 0.000808116 0.000482926 0.000303107 0.000440755 0.000188792 -8.11177e-05 0.00107424
internal_weight=0 0.0389256 0.037877 0.0366281 0.0356214 0.0345611 0.0329877 0.0319181 0.0308366 0.0294988 0.00366078 0.025838 0.00313296 0.0227051 0.0210652 0.0196008 0.0184839 0.0172819 0.0162461 0.0147006 0.0130585 0.0120406 0.00807972 0.00396087 0.00259228 0.00606718 0.0049447 0.00326029 0.00222259 0.00210534
internal_count=3121 3020 2985 2893 2864 2793 2317 2255 2104 2053 170 1883 309 1574 1395 1291 1274 1232 1149 1079 997 956 822 134 101 563 360 274 251 97
is_linear=0
shrinkage=0.00151575


Tree=1252
num_leaves=31
num_cat=0
split_feature=14 33 10 457 1365 1213 1374 1429 1 151 457 16 43 133 43 4 1 1447 42 0 43 403 44 15 16 2 1 42 42 12
split_gain=0.000663764 0.000637458 0.00112798 0.000591554 0.000517497 0.000495832 0.000516295 0.000526291 0.000571303 0.000839892 0.000732646 0.000646638 0.000859186 0.000799275 0.000550074 0.00127546 0.000536104 0.00053876 0.000464409 0.000554243 0.000427114 0.000391594 0.000356457 0.000468611 0.000743531 0.000575986 0.000451136 0.000514836 0.000488138 0.00024266
threshold=0.076175000000000007 -0.0066799999999999993 -1.0000000180025095e-35 -0.15747999999999998 1.0000000180025095e-35 -0.080769999999999995 -0.094929999999999987 -1.0000000180025095e-35 1.0000000180025095e-35 0.061780000000000009 0.045365000000000009 0.0057500000000000008 -0.08756499999999999 0.083950000000000011 -0.51144999999999985 -0.51843499999999987 0.080585000000000004 -1.0000000180025095e-35 0.084755000000000011 0.15398500000000004 -0.27207999999999993 0.08888500000000002 0.081805000000000017 -0.15026499999999995 -0.29154999999999992 0.113445 0.13075500000000004 0.090395000000000017 0.08623500000000002 0.090020000000000017
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 5 -5 -7 -8 11 10 16 12 -9 21 -13 -16 -10 -18 19 -17 -19 -14 23 29 -25 26 27 28 -26 -22
right_child=-2 2 3 4 -6 6 7 8 9 -11 -12 14 13 -15 15 18 17 20 -20 -21 22 -23 -24 24 25 -27 -28 -29 -30 -31
leaf_value=-0.00097027218320161685 -0.00091339638730586763 0.0011610570269851652 0.0010205661635312654 -0.000949738073932911 -0.00098797028340390637 -0.00081240232249684828 -0.00088202606834585269 -0.0013640185642425882 0.0011221702645369165 -0.00084791971347984718 0.0010518508962231066 0.0011437257427722946 -0.0010783874641408754 0.0004582034890816122 -0.0014285635215724435 0.0001467920326866743 -0.00081449266648824003 -0.0006176305938421729 -0.00049754105025093926 0.0013653387273294354 0.0012501114932506243 3.2536217141863817e-05 -0.0005021325274571207 -0.0008758968562543872 5.5550414361226052e-07 0.0012549054765349642 0.00097667678555734844 -0.00083886837041615705 0.0010610604804259867 0.0003644924239592856
leaf_weight=0.0012824122725447742 0.0016072193977763041 0.0017908179842485153 0.0011306930114258753 0.0010869422411816645 0.0011116630632166382 0.0014286510644154751 0.0011609409255406425 0.0015915071904490929 0.0012291363789245216 0.0013480204342917182 0.0024286940518933866 0.001031607463517048 0.0017860266092358801 0.0023169984736706173 0.0010226225965084268 0.0019876450306880455 0.0011146381147284492 0.001157091268893848 0.0010072059686248025 0.0012344303138434043 0.001558486163929282 0.0010153098746510381 0.0010768793081297199 0.0011346650950603268 0.0039866283792706712 0.0012399162006175857 0.0012792792883828952 0.0011048832205275971 0.0011382878770209715 0.0010608180576667792
leaf_count=34 101 139 33 319 62 51 151 208 19 46 108 11 347 303 12 127 81 21 145 14 131 64 27 43 231 47 13 147 53 33
internal_value=0 2.15642e-05 5.21689e-05 2.2359e-06 -2.75635e-05 8.864e-07 2.92416e-05 6.35848e-05 9.60154e-05 0.000242471 0.000317813 -0.000139081 -0.00044743 -0.000162423 0.000190189 2.89006e-06 0.00021344 0.000142977 0.00034901 0.000613637 0.000215396 -0.000675747 0.000286375 0.000354289 0.000211938 0.000353021 0.000204099 4.54517e-05 0.000236103 0.000891436
internal_weight=0 0.0428429 0.0415605 0.0397697 0.038639 0.0375273 0.0364404 0.0350117 0.0338508 0.0208574 0.0195094 0.0129934 0.00670984 0.00511833 0.00628351 0.0052519 0.0170807 0.0158516 0.00422928 0.00322208 0.0147369 0.00280134 0.0135798 0.012503 0.00988366 0.00874899 0.00750908 0.0062298 0.00512492 0.0026193
internal_count=3121 3020 2986 2847 2814 2752 2433 2382 2231 1000 954 1231 922 714 309 298 846 827 286 141 746 411 725 698 534 491 444 431 284 164
is_linear=0
shrinkage=0.00142833


Tree=1253
num_leaves=19
num_cat=0
split_feature=1 3 52 0 2 42 42 43 43 16 403 1 16 4 16 0 4 3
split_gain=0.000136004 0.000176661 0.000238644 0.000199855 0.000216222 0.000174638 0.000209129 0.000231956 0.000242514 0.000235239 0.00020839 0.000204651 0.000231397 0.000161116 0.000205217 0.000129102 0.000114284 0.000113569
threshold=0.10752500000000002 0.10893000000000001 0.0031350000000000002 -0.033209999999999996 0.11144000000000001 -1.0000000180025095e-35 0.092395000000000019 0.13895500000000002 -0.08287499999999999 0.15891500000000003 0.03138500000000001 0.094385000000000011 -0.091354999999999978 -1.0000000180025095e-35 -0.088159999999999988 -0.074479999999999977 0.053180000000000012 0.149315
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 3 17 4 -2 10 7 8 15 11 -1 13 -13 14 -10 -7 -15 -3
right_child=1 2 -4 -5 -6 6 -8 -9 9 -11 -12 12 -14 16 -16 -17 -18 -19
leaf_value=-0.003153037524597487 -0.00049049678450728865 -0.0023678200097484695 0.0016313701923169816 0.0030888825439032838 0.0022588292332438686 0.00028982183696418123 -0.0016200394980785036 0.0025022175201716082 0.0013125317013594868 -0.0027783961585587172 -5.5000069269281502e-05 -0.00041715250964097982 0.0029263542978604051 -0.0029289884405911504 -0.001425014219588742 0.0026063371711509422 -0.00061767071623416937 -6.2346656805597393e-05
leaf_weight=0.0011500496262566431 0.001962346635571155 0.0012153775430903124 0.0010770021027148857 0.0011122020894533393 0.0012200332485724497 0.001401485649819123 0.0019998465104743577 0.0010267085319863875 0.0016134825385507598 0.0010191580318238413 0.0011341408553902643 0.0011489593317079994 0.0010345543404746138 0.0010895826599355276 0.0013007769519838841 0.0011534636847621025 0.0011633001856483638 0.0010451869356501442
leaf_count=622 148 37 58 108 136 301 468 22 142 165 166 50 50 92 330 58 65 103
internal_value=0 0.000529708 -0.00035534 0.00121753 0.000563516 -0.000300332 -8.51188e-05 0.00017172 -4.72996e-05 -0.000469453 -0.00161481 -0.000149321 0.00116701 -0.000705572 9.06307e-05 0.00133564 -0.00173551 -0.00130187
internal_weight=0 0.00763215 0.00333757 0.00429458 0.00318238 0.0162355 0.0139513 0.0119515 0.0109248 0.00836981 0.00228419 0.00735066 0.00218351 0.00516714 0.00291426 0.00255495 0.00225288 0.00226056
internal_count=3121 590 198 392 284 2531 1743 1275 1253 894 788 729 100 629 472 359 157 140
is_linear=0
shrinkage=0.00512831


Tree=1254
num_leaves=19
num_cat=0
split_feature=42 47 43 4 48 1 14 48 0 16 12 49 2 2 42 4 16 1
split_gain=0.000129016 0.000208076 0.000230375 0.000263497 0.000219251 0.000228235 0.000204082 0.000297686 0.000609605 0.000202791 0.000179055 0.000258658 0.000242349 0.000198312 0.000152015 0.000132124 0.000115224 0.000107671
threshold=-0.11466499999999999 0.13148500000000005 -0.17390999999999998 -0.49405499999999997 -0.086869999999999989 0.098700000000000024 -0.23083499999999998 0.11951500000000001 -0.12333499999999999 0.0065250000000000004 0.090020000000000017 -0.069799999999999987 0.088225000000000012 0.091185000000000002 0.088380000000000014 -0.15289999999999995 0.15891500000000003 0.08844500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 16 -4 -5 9 -7 8 -8 10 11 -6 17 -14 -10 -11 -2 -13
right_child=1 -3 3 4 5 6 7 -9 14 15 -12 12 13 -15 -16 -17 -18 -19
leaf_value=-0.0011141283591563013 0.00047320241817115562 -0.001620504441350155 -0.0017616248182926338 -0.0014797167133434174 -0.0016828733144815076 -0.00052929775165519205 0.0034491431982758705 -0.00056464774401362799 -0.00055646959810640997 0.0019106768200577494 -0.0016580061014183198 -0.001277191112557158 0.0022307880621521437 -2.0065315763461621e-05 0.0013669888085489296 1.487177981483128e-05 0.0022340473768937613 0.00018900088485592439
leaf_weight=0.0014764626803067662 0.0011368445512820449 0.0010327738513211662 0.0011618104727775204 0.0011737646482146138 0.001285834640322836 0.0013660996829114591 0.001592973651121099 0.0011672099701698357 0.001193173257650392 0.0010039389062015402 0.0013940442763969996 0.0013737811853325489 0.0011916069544495311 0.0010865489149627372 0.0011931160648862571 0.0011396584662848328 0.0010269884649263261 0.0015451202138876408
leaf_count=171 113 59 144 64 115 103 149 44 177 44 537 627 103 123 143 291 28 86
internal_value=0 4.93186e-05 0.000131313 -3.73391e-06 0.000111608 0.000224583 0.000779918 0.00112744 0.00162377 -0.000136341 -0.000419118 -0.000152714 0.000225872 0.00115726 0.000405237 0.000902759 0.00130893 -0.000501063
internal_weight=0 0.0220653 0.0210325 0.0188687 0.0177069 0.0165331 0.00651257 0.00514647 0.00397926 0.0100205 0.00787694 0.00648289 0.00519706 0.00227816 0.00238629 0.0021436 0.00216383 0.0029189
internal_count=3121 2950 2891 2750 2606 2542 616 513 469 1926 1591 1054 939 226 320 335 141 713
is_linear=0
shrinkage=0.00381041


Tree=1255
num_leaves=31
num_cat=0
split_feature=14 151 156 401 1374 151 1 1456 33 403 474 4 484 160 133 16 42 1374 38 39 4 2 12 47 12 49 151 13 130 12
split_gain=0.000851499 0.000815092 0.00081473 0.00081734 0.000751096 0.000917302 0.00139943 0.00111459 0.00085258 0.000863303 0.000937152 0.00130229 0.000849378 0.000837375 0.00114999 0.00110685 0.000985664 0.000930784 0.000787418 0.000940516 0.00091756 0.00101343 0.000653031 0.000578956 0.000832684 0.000495665 0.000578084 0.000537165 0.0010827 0.000449413
threshold=0.076175000000000007 -0.5145249999999999 -1.0000000180025095e-35 0.10076500000000001 -0.094929999999999987 -0.016164999999999995 0.085110000000000005 -1.0000000180025095e-35 -0.0066799999999999993 -1.0000000180025095e-35 -1.0000000180025095e-35 0.50822500000000004 0.073690000000000019 -0.090969999999999981 -0.25159999999999993 0.19444000000000003 -0.11051499999999999 0.084595000000000017 1.0000000180025095e-35 0.08456000000000001 -0.35136499999999998 0.11093500000000002 0.11650500000000001 0.096475000000000019 0.087005000000000013 -0.006494999999999999 0.089445000000000011 -0.012119999999999997 -1.0000000180025095e-35 0.051320000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 -4 6 -6 -7 -9 12 -11 13 -10 15 -15 -12 29 18 19 20 21 -18 25 24 -8 26 -22 -27 -29 -16
right_child=-2 2 3 -5 5 7 23 8 9 10 11 -13 -14 14 16 -17 17 -19 -20 -21 22 -23 -24 -25 -26 27 -28 28 -30 -31
leaf_value=-0.0012476741642353788 -0.0010682097686344921 -0.0013729258596941031 -0.00086920779290388533 -0.0013229027033144364 -0.00053514551813608644 -0.0013729605954197462 0.0011536936998263483 -0.0010964766161848593 -0.001326429537614139 -0.0012968346496761893 -0.0013292666966950714 0.0013730118518739322 0.00018676317661788614 -0.0011672170487194106 -8.3572544143501273e-05 0.00033891644425979717 -0.00075886390904739923 -0.0011069929830774899 -0.00068663150188195835 0.001267600465943835 -0.00041099353318838397 0.00049664270652446658 -0.0006208408481808514 -0.00025146996846674244 -0.00018896384270824764 0.00089905778127740755 0.0006691983825033431 -0.00096404484987050118 0.00055575342531727888 -0.0013111677783899363
leaf_weight=0.0012981357641308469 0.0020736180664258077 0.0010032273895137491 0.0022922158450242583 0.0010514338050084939 0.0024754739916819091 0.0013592171695222524 0.0041227476522074369 0.0015840174405816745 0.0019165359581312371 0.0010358021815255461 0.0019696840529137552 0.0013064992949476375 0.0011006580318895232 0.0014047537500521115 0.0010153869189366551 0.0012102519922345678 0.0032443745723398218 0.0010215357088672041 0.0016557774877128386 0.0017291090968174485 0.0023618142987871229 0.0019341223235755933 0.0011703443914825576 0.0010399169391348551 0.0011036096786476435 0.0054345276610452331 0.0015443577653257989 0.0010471679849499704 0.0056513698067419899 0.0012589711669646064
leaf_count=49 101 159 42 152 175 207 181 25 593 72 184 133 35 133 20 17 64 36 24 73 39 23 21 27 54 257 37 56 96 36
internal_value=0 -0.000172427 -0.000147069 -0.000124312 -0.00010053 -6.57756e-05 0.000338788 -0.000150068 -0.000109125 -6.90359e-05 -9.90986e-06 2.82194e-05 -0.000774424 -2.39882e-05 4.59667e-05 -0.000694373 0.000104594 0.000178246 0.000229187 0.000292063 0.000216719 -0.000289943 0.000369178 0.000684033 0.000870175 0.000441417 1.60749e-05 0.000578354 0.000318167 -0.000763108
internal_weight=0 0.056343 0.0550449 0.0540417 0.0529902 0.050698 0.00874175 0.0419563 0.0405971 0.039013 0.0359959 0.03496 0.00301719 0.0336535 0.0304736 0.00317994 0.0290689 0.0267945 0.025773 0.0241172 0.0223881 0.0051785 0.0172096 0.00626627 0.00522636 0.0160392 0.00390617 0.0121331 0.00669854 0.00227436
internal_count=3121 3020 2971 2812 2660 2618 437 2181 1974 1949 1321 1249 628 1116 915 201 782 726 690 666 593 87 506 262 235 485 76 409 152 56
is_linear=0
shrinkage=0.00137286


Tree=1256
num_leaves=31
num_cat=0
split_feature=39 42 156 10 33 10 1456 151 1374 1213 475 38 3 133 133 1366 1374 0 39 483 160 156 52 1213 147 3 1 160 42 52
split_gain=0.00128972 0.00146621 0.0010169 0.00104411 0.00102994 0.00123488 0.000975803 0.000990796 0.000782166 0.000757512 0.00075777 0.000708576 0.000800824 0.000721892 0.000748065 0.000751278 0.000744269 0.00104511 0.000689517 0.00131942 0.000692672 0.000713435 0.00105395 0.000693931 0.000675266 0.000636787 0.000506512 0.000654704 0.000554703 0.000638856
threshold=0.16946000000000003 -0.11466499999999999 -1.0000000180025095e-35 0.083760000000000015 -0.0066799999999999993 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.5145249999999999 0.10637000000000001 -1.0000000180025095e-35 -0.08459499999999999 1.0000000180025095e-35 0.30112000000000005 -0.25159999999999993 0.18829500000000002 -1.0000000180025095e-35 -0.094929999999999987 -0.23091999999999999 0.089130000000000015 0.086625000000000021 -0.098904999999999979 0.091255000000000017 -0.07167999999999998 0.039620000000000009 0.089995000000000019 -0.12018999999999998 0.094385000000000011 0.10210000000000001 0.088200000000000014 0.10160000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 -4 -6 -7 -8 9 25 -11 12 13 -12 15 -15 -17 -18 19 20 -19 23 -23 24 26 -9 27 28 29 -22
right_child=-2 2 3 -5 5 6 7 8 -10 10 11 -13 -14 14 -16 16 17 18 -20 -21 21 22 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.00094925130286138823 0.0012940912950627226 -0.0012937522327542525 -0.0011146443375473318 0.0012767635943008648 0.0009701087162057075 -0.00096199153146185048 -0.0011781889881619058 8.8430632650863343e-05 -0.00090931272525574393 -0.00075107523402113952 -0.00066400342321935933 -0.00063932537794180854 0.0012937498704923805 -0.00082351090849126492 -0.00069155299271547158 -0.0004594213514818966 0.0011280277331584194 -0.00041420694092373939 0.0011530286705990795 -0.0012513980170283843 0.00041690739052922332 -0.0012938435457028991 0.00049612536140099554 -0.00064789214189270132 -0.00057260128049723574 -0.0012937202582611069 0.00076892383127870822 -0.0005776508747308035 0.00084456653552195896 -0.0004548032941486592
leaf_weight=0.0028837251559803425 0.0012201996714935595 0.0010038598504404908 0.0013648480621952777 0.0010847461337180056 0.0022102081945396526 0.0017678019318978491 0.0011348255345637872 0.0010316819073068473 0.0013953832057325135 0.0016417531256815989 0.0017397285332418902 0.001844916166067633 0.0010532661215840724 0.0011061883614402737 0.0015503823686624498 0.002255649521842428 0.0024143769571516168 0.0023744704824375509 0.0013340234741114889 0.0010092491280238028 0.0076990515176564994 0.0010875172826236845 0.0011149387529627566 0.0010451323108957569 0.0010692129436211664 0.0012147282318211152 0.0069073513811392919 0.0011868255987721463 0.0037739383568462523 0.0017217072282278423
leaf_count=169 23 156 24 60 128 235 48 19 29 133 144 51 76 47 230 33 41 166 61 117 189 79 39 151 30 405 121 48 55 14
internal_value=0 -4.96095e-05 -3.39607e-06 2.00983e-05 -5.12249e-06 2.3621e-05 -1.78248e-05 1.64439e-05 4.49421e-05 7.37785e-05 0.000111248 0.000144726 0.000180493 0.000150725 0.000188372 0.000226162 0.000259343 0.000308867 0.000243644 0.000201797 0.000254214 0.000316198 -0.000387716 0.000382443 0.000430606 -0.000658956 0.000480991 0.000342698 0.000425481 0.000257596
internal_weight=0 0.0590215 0.0561378 0.0551339 0.0540492 0.0526843 0.0504741 0.0487063 0.0475715 0.0461761 0.0439297 0.0422879 0.040443 0.0393897 0.03765 0.0360996 0.0349934 0.0327378 0.0303234 0.0289894 0.0279801 0.0256057 0.00220246 0.0234032 0.0223581 0.00224641 0.0212889 0.0143815 0.0131947 0.00942076
internal_count=3121 3098 2929 2773 2713 2689 2561 2326 2278 2249 1825 1692 1641 1565 1421 1191 1144 1111 1070 1009 892 726 118 608 457 424 427 306 258 203
is_linear=0
shrinkage=0.00129368


Tree=1257
num_leaves=31
num_cat=0
split_feature=31 151 4 150 158 14 41 52 0 0 160 0 457 51 43 3 151 51 1 14 475 403 16 16 47 52 15 15 12 15
split_gain=0.00125341 0.000824729 0.00112798 0.000943472 0.000783199 0.00074942 0.000716855 0.000706843 0.000755849 0.00075557 0.00074539 0.000692486 0.00107284 0.000799389 0.000675387 0.000805404 0.000660171 0.000651452 0.000940209 0.000644474 0.000798253 0.000614652 0.000601831 0.000752895 0.000584953 0.000520035 0.000539209 0.000965357 0.000515386 0.000563866
threshold=-1.0000000180025095e-35 -0.5145249999999999 0.27834500000000006 -0.22665999999999997 0.094245000000000009 -0.46885499999999997 0.078475000000000017 -0.53299999999999992 -0.061629999999999997 -0.053834999999999994 -0.091944999999999985 -0.23091999999999999 -0.0029299999999999994 0.045645000000000005 0.055925000000000009 -0.10831999999999999 0.087340000000000015 0.087505000000000013 0.10060500000000001 0.077685000000000018 -0.029109999999999997 -1.0000000180025095e-35 -0.51370499999999997 -0.29154999999999992 0.10954500000000002 0.11434500000000002 0.035560000000000008 -0.016799999999999995 0.088245000000000004 0.090615000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 6 -4 7 -5 10 -10 -9 -12 -13 16 15 -11 19 -15 -19 20 -14 -22 -23 -24 -7 26 27 -17 -25 -30
right_child=1 2 5 4 -6 24 -8 8 9 14 11 12 13 17 -16 25 -18 18 -20 -21 21 22 23 28 -26 -27 -28 -29 29 -31
leaf_value=0.0014005530117085197 -0.0012553993240549553 0.0011176563789379187 -0.0003878848107014475 -0.0011514742912628931 -0.0013029962949105873 0.0010106650001733232 -0.0011670691685096975 -0.0010519676060208837 0.001220936469146265 0.0005356892064639887 0.00061325443195946172 -0.0012173404275028484 0.00082554004079365127 0.0012060353994200277 0.00067580395929372583 -0.00085282882171256217 0.0007843590418688518 -0.00099359676971733069 0.00065289975459760442 -0.001400500423837888 -0.0013832220621418244 0.00056200283682499063 -0.0013545080648298894 -0.00055959881125291881 -0.00015226569546572297 -0.0012606421529557214 -0.0010411370494179039 0.00076397623864251686 0.0004197126907828267 -0.00052213428390420684
leaf_weight=0.0011724082613404621 0.0011140596249816772 0.0011827283092884491 0.0014248586588934131 0.0011897914079419527 0.0011251863978709578 0.0039684386639899918 0.001243130629241306 0.0018103273126288668 0.0013550908913444468 0.0025712450330388501 0.0022869170879857769 0.0018508086834350115 0.0012632973491422126 0.0014259919612982222 0.0030031712853997306 0.0012101496611336424 0.0011531108058022701 0.0010705800887098604 0.0018644400724880938 0.0010011226232409234 0.0010201328029670895 0.0015590341496363085 0.0013336362502229708 0.0049914009954306268 0.0010786747042930145 0.001134253743551028 0.0010734650130945766 0.0018031259897526349 0.0033268966301269742 0.0019931865153903772
leaf_count=86 50 15 36 190 197 229 89 298 30 37 25 145 116 26 36 53 35 108 55 26 519 19 25 238 24 36 34 42 172 130
internal_value=0 -6.34321e-05 -3.75538e-05 -0.000116428 -0.000149859 0.000508939 -0.000119354 -8.78113e-05 -5.62528e-05 0.000235332 -0.000183008 -0.000122829 -0.000193399 -0.000107269 0.000111615 -0.000105827 -0.000239974 0.000429571 5.23225e-05 -0.000311609 -0.000241223 -0.000335965 -0.000255055 -0.000364442 0.000762122 -0.000421762 -0.000188935 0.000114658 -0.000236392 6.68466e-05
internal_weight=0 0.0524283 0.0513142 0.0448422 0.0436595 0.00647197 0.0425343 0.0412912 0.0401014 0.0121505 0.0279509 0.0261406 0.0238536 0.0220028 0.0107954 0.00779224 0.0176418 0.00436101 0.00293502 0.0164887 0.0154876 0.0142243 0.0132042 0.0116451 0.00504711 0.00522099 0.00408674 0.00301328 0.0103115 0.00532008
internal_count=3121 3035 2985 2696 2681 289 2484 2395 2205 268 1937 1639 1614 1469 238 202 1280 189 163 1245 1219 1103 584 565 253 165 129 95 540 302
is_linear=0
shrinkage=0.00140032


Tree=1258
num_leaves=17
num_cat=0
split_feature=41 2 52 15 50 16 0 52 52 13 4 0 0 49 15 13
split_gain=0.000133134 0.000150395 0.000156317 0.000186237 0.000212568 0.00021239 0.000329996 0.000279345 0.000266918 0.000208403 0.000197568 0.000275915 0.000249406 0.000313802 0.000263587 0.000156026
threshold=0.078475000000000017 -0.0091949999999999983 0.41423000000000004 -0.24436499999999997 0.099450000000000011 -0.014034999999999997 -0.10474999999999998 0.090645000000000017 0.096795000000000006 -0.010739999999999998 -0.082109999999999975 -0.10011499999999998 -0.11756999999999999 -0.043469999999999995 -0.10653 0.15641500000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 5 7 -7 10 9 -8 -5 12 13 -12 -15 -11
right_child=-2 2 -4 4 -6 6 8 -9 -10 15 11 -13 -14 14 -16 -17
leaf_value=0.0012708174245734589 -0.0012347901394353942 0.0016253020324432173 -0.0016452067509909033 0.0010645603910438123 0.0017396374852633916 0.0020664206987047054 0.00040438507188690794 -0.0023992249886438635 0.0012411917321067487 -0.002492275127779232 0.00043404702409326364 -0.0026299000307977065 0.0011400304752203401 -0.0004751809224225457 -0.0033296536665366207 -0.00045292345645416975
leaf_weight=0.0016449377153946445 0.0015342945788470166 0.0012199494785464183 0.0010338291261675616 0.0015039203085491747 0.0010821563179546625 0.0015528063135590298 0.0019672513059904029 0.0013194970813653608 0.0018899390066113853 0.0012399950315566486 0.0019621326158851815 0.0010271072584280873 0.0016170425843822188 0.0011819276233033804 0.0011105134589399768 0.0014293773688738298
leaf_count=158 148 158 191 306 250 92 455 334 53 259 90 397 64 64 50 52
internal_value=0 4.55212e-05 -4.98326e-05 3.22096e-05 -7.07097e-05 -0.000180761 0.000323323 -0.000599669 -9.13963e-05 -0.000634574 -0.000317078 -0.000618275 -0.000266386 -0.000800926 -0.00185796 -0.00140026
internal_weight=0 0.0227824 0.0211374 0.0201036 0.0188837 0.0178015 0.00807937 0.00972214 0.00652656 0.00463662 0.00840264 0.00689872 0.00587162 0.00425457 0.00229244 0.00266937
internal_count=3121 2973 2815 2624 2466 2216 911 1305 819 766 971 665 268 204 114 311
is_linear=0
shrinkage=0.004207


Tree=1259
num_leaves=31
num_cat=0
split_feature=151 33 10 14 1213 474 4 480 133 1374 1374 1456 42 42 133 159 160 453 52 3 2 3 133 42 12 3 4 16 16 16
split_gain=0.000899957 0.00086509 0.00115503 0.000871328 0.00085098 0.000783405 0.0011251 0.000929669 0.000827897 0.000857524 0.000867612 0.000774001 0.000873699 0.000667715 0.000652292 0.000783339 0.000585668 0.000872837 0.000643132 0.00058399 0.00053107 0.000583628 0.000665552 0.000469502 0.00102152 0.000435305 0.000412005 0.000416454 0.000604744 0.000375614
threshold=-0.5145249999999999 -0.0066799999999999993 -1.0000000180025095e-35 0.076175000000000007 -1.0000000180025095e-35 -1.0000000180025095e-35 0.50996500000000011 0.08598500000000002 -0.25159999999999993 0.093235000000000012 -0.094929999999999987 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.084624999999999992 0.10722500000000001 0.10519500000000001 -0.091944999999999985 1.0000000180025095e-35 -0.24164999999999998 -0.088784999999999989 0.13093500000000002 0.092670000000000016 0.093255000000000018 -0.11466499999999999 0.051320000000000005 -0.14989499999999997 -0.39518999999999993 -1.0000000180025095e-35 -0.082779999999999979 -0.36241499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 19 -6 7 8 -7 10 -10 -12 13 23 15 16 -14 18 -18 -4 21 22 25 24 -13 -20 -27 28 29 -28
right_child=1 2 3 -5 5 6 -8 -9 9 -11 11 12 14 -15 -16 -17 17 -19 20 -21 -22 -23 -24 -25 -26 26 27 -29 -30 -31
leaf_value=-0.0012752869974348743 -0.00099570306212999095 0.00099846638289385328 4.4215355206691925e-06 -0.001048569513750385 -0.001101159989991453 -0.00089815751983247959 0.0013394460534270057 -0.0011757767193685835 -0.00079310903221680178 -0.0010562496574884955 -0.00068981263568070766 0.00035383644891056243 -0.00020477606459109662 -0.0011946154965469429 -0.00045459783909680332 -0.00071627458460202817 -0.00016882313161611183 -0.0006296536453142598 0.0013596690328533431 -0.0013729332573755538 -6.6569560636659665e-06 0.0011390304055469889 -0.00044586230853316548 0.00034940310205121283 -0.0013034854869922543 -0.000267776584534729 0.00016445696106098126 0.0012255176010090023 -0.00015309040389946735 0.00094342962054028146
leaf_weight=0.0010891545458235887 0.0016419283059292402 0.0021631722648152154 0.0010008584428564671 0.0015233903815916596 0.0010916178436419779 0.0015958791866439439 0.0012899600781519629 0.0011568913451034382 0.0017770438245747746 0.0011544279665844917 0.0017998789813333796 0.0014887859203156495 0.0023940429810558319 0.0010815347497430397 0.0018297499352706295 0.0011496668589430206 0.0020184615663572094 0.0012051882850112597 0.0014991611990859801 0.0013803713128810449 0.0021161549071817545 0.0046550511242386952 0.0011049597052847923 0.003078503942374855 0.0013246024273381174 0.0010031075541121317 0.001599218997438534 0.0019403765965489367 0.001925552614890691 0.0043135264114457644
leaf_count=50 34 144 125 95 117 153 108 194 40 38 218 23 131 196 169 78 119 47 40 352 54 86 24 141 64 15 27 38 144 57
internal_value=0 -1.46644e-05 1.65156e-05 -2.63978e-05 6.06034e-06 4.78463e-05 7.60312e-05 3.83157e-05 7.17143e-05 0.00010997 0.000144224 0.000188609 0.000232862 -0.000203084 0.000338587 0.000392491 0.000441947 0.000508167 0.000570005 -0.000794015 0.000643988 0.000720307 0.000574693 -2.10755e-05 -0.000426466 0.000666516 0.000570136 0.00065609 0.000515128 0.000732741
internal_weight=0 0.0533031 0.0516611 0.049498 0.0479746 0.0455933 0.0445017 0.0432118 0.0420549 0.040459 0.0393046 0.0375275 0.0357276 0.00697343 0.0287542 0.0269245 0.0257748 0.0233808 0.0221756 0.00238123 0.0201571 0.018041 0.0133859 0.00589189 0.00281339 0.0122809 0.0107818 0.00977867 0.0078383 0.00591275
internal_count=3121 3071 3037 2893 2798 2321 2204 2096 1902 1749 1711 1671 1453 424 1029 860 782 651 604 477 485 431 345 228 87 321 281 266 228 84
is_linear=0
shrinkage=0.00137286


Tree=1260
num_leaves=31
num_cat=0
split_feature=14 1365 33 10 1213 1456 133 52 1374 1 457 133 1 43 16 133 160 13 49 1 42 13 48 0 49 52 160 3 0 2
split_gain=0.0010082 0.000710791 0.000738626 0.000963496 0.000715904 0.000754289 0.000673701 0.000790921 0.000774031 0.000912694 0.000779226 0.000829053 0.000808518 0.000642037 0.000751913 0.000713882 0.000564034 0.000624267 0.000651697 0.000645086 0.00051962 0.000764022 0.000789738 0.000547279 0.000490067 0.000807491 0.000413574 0.000506686 0.000572127 0.000471239
threshold=0.076175000000000007 1.0000000180025095e-35 -0.0066799999999999993 -1.0000000180025095e-35 -0.082704999999999987 -1.0000000180025095e-35 -0.25159999999999993 -0.52017999999999986 -0.094929999999999987 1.0000000180025095e-35 0.069910000000000014 -0.16271999999999995 0.080585000000000004 0.016310000000000002 -0.084119999999999986 0.093255000000000018 -0.24498999999999996 -0.020934999999999999 0.10910000000000002 0.10089500000000001 -1.0000000180025095e-35 -0.017449999999999997 0.091545000000000015 -0.019414999999999998 0.10542000000000001 0.024145000000000003 -0.090484999999999996 0.10893000000000001 -0.026509999999999995 0.090545000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 -5 -6 -7 -8 -9 13 11 -11 -13 14 -10 20 -14 18 19 -18 -16 22 23 -22 25 26 -19 28 29 -28
right_child=-2 -3 3 4 5 6 7 8 9 10 -12 12 16 -15 15 -17 17 24 -20 -21 21 -23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=-0.0010057140582789348 -0.001028022027160648 -0.0010225201661091413 0.0010742467455079538 -0.00114815395006075 -0.00088884446048620664 -0.0008528772993193004 -0.0010100220928925372 -0.00071751710409586266 -0.0010578447008821571 0.0014223810003018561 0.0011489658289672194 0.0013167485980211337 -0.00087894894022768526 0.00036463327883098174 -0.00070296130334932927 -0.00082829329856888177 0.0001124999015301589 0.00086722952629447508 -0.00038082403999045082 0.001200599817954646 0.00011993876922728314 0.0011608894910848282 0.0010070462172648918 -0.0012793718264951133 0.00067624862539000059 -0.0012063650606944879 -0.00045802824943632183 -0.00096020854673597241 0.00096147919057641522 0.00043865632435966602
leaf_weight=0.0013735813077744288 0.0020301472712764826 0.0013531864672184915 0.0018255729803620105 0.0010527127046211495 0.0017027631670525336 0.0015219483710122708 0.0012374671793780037 0.0019972638423837443 0.0020446982332071812 0.0012259752018159977 0.0023510033841986902 0.0012665441078070208 0.0010510686532283478 0.0044938970017742727 0.0011700057963774952 0.0020068882092147966 0.0017438131168017136 0.0010622822101424862 0.0011741559712277194 0.0030658102711864643 0.0012913672546037641 0.0016179010133328155 0.0010273725954554891 0.0010210663106704565 0.0018684773069139746 0.0012256750445729389 0.0033052192709108769 0.0011438539165737893 0.0011984673926996869 0.0018733934937849028
leaf_count=34 101 63 138 289 244 167 188 51 265 19 98 18 69 124 158 199 158 11 29 161 153 21 42 14 41 29 125 16 45 51
internal_value=0 -1.35315e-06 2.68819e-05 5.67001e-05 1.60888e-05 4.35146e-05 8.04476e-05 0.000114706 0.000149305 0.000194592 0.000368776 0.000282275 0.000212314 -8.50348e-05 -0.000283552 -8.89267e-05 0.00013756 0.000198055 0.00057319 0.00080609 0.000153223 0.000355281 -3.49801e-05 -0.000497934 5.82678e-06 -0.000121881 3.29827e-05 -8.48491e-05 7.21637e-05 -0.000133647
internal_weight=0 0.0502934 0.0489402 0.0475667 0.0457411 0.0446884 0.0429856 0.0414637 0.0402262 0.0382289 0.0235557 0.0212047 0.0199788 0.0146732 0.0101793 0.0081346 0.0187122 0.0176611 0.00598378 0.00480962 0.00612771 0.00495771 0.00333981 0.00231243 0.0116774 0.00980889 0.00858322 0.00752093 0.00637708 0.00517861
internal_count=3121 3020 2957 2923 2785 2496 2252 2085 1897 1846 870 772 753 976 852 587 735 666 348 319 388 230 209 167 318 277 248 237 221 176
is_linear=0
shrinkage=0.00142833


Tree=1261
num_leaves=31
num_cat=0
split_feature=33 10 14 1365 1374 1374 474 4 480 128 133 1 151 43 4 0 2 3 15 4 457 160 2 1 133 160 133 13 16 15
split_gain=0.000801016 0.0012542 0.00078952 0.000694489 0.000706856 0.000821269 0.000704119 0.000743656 0.000912205 0.000794122 0.000632492 0.000633588 0.000822017 0.000788906 0.00083131 0.000874744 0.00094273 0.00112314 0.00103818 0.000685474 0.000681122 0.000635386 0.000548367 0.000519937 0.000567021 0.000802762 0.00074248 0.000610938 0.00089307 0.000359293
threshold=-0.0066799999999999993 -1.0000000180025095e-35 0.076175000000000007 1.0000000180025095e-35 -0.094929999999999987 -1.0000000180025095e-35 -1.0000000180025095e-35 0.50996500000000011 0.08598500000000002 0.086435000000000012 -0.25159999999999993 1.0000000180025095e-35 0.043560000000000008 -0.51144999999999985 -0.51843499999999987 0.024095000000000002 0.10402500000000002 -0.084074999999999997 -1.0000000180025095e-35 -0.059649999999999988 0.045365000000000009 0.041220000000000007 0.13754500000000003 0.080585000000000004 -0.15387499999999996 -0.098904999999999979 -0.0061299999999999992 -0.083764999999999992 -0.40995499999999996 -0.016799999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 -3 -6 -7 8 9 10 -8 13 20 -12 -15 16 17 -16 -19 -20 21 22 23 -13 -25 -26 -27 28 -28 -29
right_child=1 2 -4 -5 5 6 7 -9 -10 -11 11 12 -14 14 15 -17 -18 18 19 -21 -22 -23 -24 24 25 26 27 29 -30 -31
leaf_value=-0.00097774990235466775 0.0010042872023380686 -0.00077294572943278591 -0.00097627692786952057 -0.00093661204751601301 0.0012651942738341913 -0.0010397493513705661 -0.0007865509388130643 0.0010351911844319669 -0.0011088091106261921 -0.00082208192827004374 0.00083842769459260879 0.0010423717030775314 -0.00057906402945647807 -0.0013461621340991048 -0.00090624107543975136 0.00047234928062435719 -0.0013461038675302865 -0.00067873099654939661 -9.7572853035499422e-05 0.0010963947269257068 0.00096666164093391115 -0.00063445919796096173 0.0012400144509982737 0.0010200130056629074 -0.00091404170560635566 -0.00083611106609797134 -0.00012617453376699136 -0.00020802634490321852 0.0013072372305505684 0.0004377614722439783
leaf_weight=0.0015080479817335393 0.0022322887947634476 0.0019006984711324995 0.0015379925150389431 0.0013832732837499853 0.00100968244720434 0.001072457761485345 0.0013832644223192849 0.0013833234762912197 0.0012319972269410054 0.0017415550071577792 0.001548647218555744 0.0014207633296621234 0.0018250926777412238 0.0010166446121928534 0.0023073412144410874 0.0036674443232271878 0.001346913708293096 0.0016106036891010448 0.0014502424850650827 0.002181226938986946 0.0029093940736091275 0.0013206182487417442 0.0011318201408063713 0.0013308188521250494 0.0012788286106868449 0.0010967942485207169 0.0012312327286565505 0.0034553757682687092 0.0021843353447827951 0.0028463219522070204
leaf_count=34 144 51 96 62 15 117 132 111 200 187 16 15 45 12 441 50 166 225 251 21 102 72 50 16 73 89 20 106 39 163
internal_value=0 1.72962e-05 -2.69416e-05 3.30845e-06 3.10404e-05 6.50119e-05 3.74541e-05 6.43827e-05 3.20362e-05 6.69253e-05 0.000107094 0.000140359 0.000285997 -7.17231e-05 -0.000175512 -8.07849e-05 -0.00030881 -0.000123744 0.000220679 0.000619579 0.000364132 0.000262785 0.000336952 0.000268098 0.000186149 9.4382e-05 0.000213634 0.00033212 0.000790526 8.36601e-05
internal_weight=0 0.052037 0.0498047 0.0482667 0.0468834 0.0449827 0.0439731 0.0429006 0.0415173 0.0402853 0.0385437 0.0371605 0.0220314 0.0151291 0.0135804 0.0125638 0.00889633 0.00754941 0.00524207 0.00363147 0.0202063 0.0172969 0.0159763 0.0148445 0.0134237 0.0120929 0.0108141 0.00971727 0.00341557 0.0063017
internal_count=3121 3087 2943 2847 2785 2734 2719 2602 2491 2291 2104 1972 790 1182 1166 1154 1104 938 497 272 745 643 571 521 506 490 417 328 59 269
is_linear=0
shrinkage=0.00134594


Tree=1262
num_leaves=20
num_cat=0
split_feature=1447 1 15 150 47 150 3 42 3 12 150 15 42 43 43 3 1 4 47
split_gain=0.000145282 0.000163954 0.000281971 0.000283423 0.000283965 0.000207186 0.000222396 0.000284041 0.000275969 0.000239112 0.000174072 0.000159856 0.000151136 0.000182578 0.000249696 0.000329932 0.000119593 0.000131129 6.40127e-05
threshold=-1.0000000180025095e-35 0.094385000000000011 -0.0063699999999999989 0.083095000000000016 0.09364500000000002 0.076925000000000007 0.10732000000000001 0.10306000000000001 0.13524500000000003 0.092355000000000007 0.12187000000000002 -0.093959999999999988 0.092395000000000019 0.15359500000000004 -0.077319999999999986 -0.08824499999999999 0.077565000000000009 -0.082109999999999975 0.093140000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 6 7 9 -8 18 -7 -5 13 14 15 -4 17 -16 -3
right_child=1 5 12 11 -6 10 8 -9 -10 -11 -12 -13 -14 -15 16 -17 -18 -19 -20
leaf_value=-0.0014432713341406267 -0.0032620019117865183 0.002399001974554634 -0.00026895774765363953 0.0011222886567399902 -0.00045513725165000356 0.0025629625956575886 -0.0020085908369233559 -0.0013141290323117239 0.00039039320926686827 -8.4950911925213922e-05 0.00028276239685915702 -0.0011114224710866935 -0.0010980176054190759 0.001890553777858017 -0.00017450384576736148 0.0026298922112037862 0.00032866851986204789 -0.0022001561544104983 0.0011493009826463352
leaf_weight=0.0011413641836118807 0.0013556789180723108 0.0014201325219146965 0.0013946279066223699 0.0010369315279668001 0.0010425642274911606 0.0011823884381572123 0.0014827972654387622 0.0010268816105605261 0.0016638669356581204 0.0018320033022787285 0.0010193970449168255 0.0010587613005981211 0.0013191973218291686 0.0011205366589419619 0.0010275165814745413 0.0011895463470343879 0.0013812844111226186 0.0010632157037471232 0.0012691092348371402
leaf_count=300 563 162 149 28 111 178 48 98 117 201 48 148 233 72 196 68 175 182 44
internal_value=0 3.34592e-05 -0.000273373 -0.00109252 -0.0020418 0.000399235 0.00011865 0.000605683 -0.000740076 0.00104172 0.00150726 -6.20063e-06 0.000159918 0.000391147 0.000113722 0.00106544 -0.000594629 -0.00120462 0.00180924
internal_weight=0 0.0238864 0.0129899 0.00449394 0.00239824 0.0108966 0.00869479 0.00554813 0.00314666 0.00452125 0.00220179 0.00209569 0.00849592 0.00717673 0.00605619 0.00258417 0.00347202 0.00209073 0.00268924
internal_count=3121 2821 1925 850 674 896 670 505 165 407 226 176 1075 842 770 217 553 378 206
is_linear=0
shrinkage=0.00404364


Tree=1263
num_leaves=31
num_cat=0
split_feature=156 33 2 1456 1213 1365 122 448 403 38 3 133 39 52 1374 42 159 16 1374 0 160 16 4 151 15 15 3 12 1 3
split_gain=0.00100498 0.000826067 0.00127415 0.000958484 0.000839473 0.000834124 0.000674032 0.00066149 0.000644214 0.000667392 0.000967204 0.000643327 0.000699197 0.000617924 0.000626658 0.000594561 0.000583979 0.000591589 0.000843549 0.000642375 0.000632315 0.00116424 0.00107105 0.000464144 0.000660656 0.000732531 0.000580211 0.00125025 0.000944806 0.000470015
threshold=-1.0000000180025095e-35 -0.0066799999999999993 -0.0091949999999999983 -1.0000000180025095e-35 -0.082704999999999987 1.0000000180025095e-35 1.0000000180025095e-35 -0.083859999999999976 -0.088999999999999982 0.11225500000000001 0.30112000000000005 -0.25159999999999993 0.0046100000000000004 -0.43320999999999993 0.093235000000000012 -0.11051499999999999 0.10407500000000001 0.41553500000000004 -0.094929999999999987 -0.22491999999999998 -0.085834999999999981 -0.0064149999999999997 -0.51843499999999987 -0.089309999999999987 0.097485000000000016 0.19724500000000003 0.10732000000000001 0.092465000000000006 0.090405000000000013 -0.12018999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 -4 -5 6 7 -6 -9 10 11 -10 13 -13 15 -15 17 18 -17 -20 21 -21 -22 -24 26 -26 27 29 -29 -25
right_child=1 2 3 4 5 -7 -8 8 9 -11 -12 12 -14 14 -16 16 -18 -19 19 20 22 -23 23 24 25 -27 -28 28 -30 -31
leaf_value=-0.0012435080587951965 -0.00088141151475950165 0.00081945162743401448 -0.00093956926874987014 -0.0010046699020823896 -0.00083462395134851098 -0.00087984394259298419 -0.00088372731769888234 -0.00061833706427879046 -0.00061538361716632288 -0.00079235484651282283 0.0012435056271647526 -0.00081253091371141046 0.00067458706656649704 -0.00072029227446646755 -0.00079636715060205521 -0.00063198553926292051 -0.00050889182367077051 0.0010754208529297018 0.00074980663113644703 -0.0012193187369130571 -0.0007868440967901 0.00050246514256637939 -0.00031356883956238063 0.0011835959495375891 -0.00096488238435611347 0.00034778121322052248 0.0010691031146832441 -0.0012435627228524824 0.0002532674843323365 0.00048016770694973675
leaf_weight=0.0010161016110621359 0.0015796418701476958 0.0029904807461398333 0.0016795591071372398 0.0012143866872160727 0.0011495386885016492 0.0014685951996238336 0.0011123017785621405 0.0017478859574961971 0.0016525023283100451 0.0011248642808254763 0.0012771505325508406 0.0010654495994746318 0.0039153405905620877 0.0010909856873859694 0.0010471048818043718 0.0016993487151211175 0.0016341185520944981 0.001298445083090626 0.003727781996701633 0.0012851144429930628 0.0013866940019795311 0.0011510915644095112 0.001506537135774976 0.0018844807409266005 0.0010484114138602499 0.0017620309770336462 0.0024439698065066304 0.0010678829378356633 0.0016741909600792582 0.0066560859937135324
leaf_count=163 34 145 251 269 38 60 18 365 165 16 100 154 192 77 31 46 109 20 50 174 15 54 48 42 57 15 30 60 45 278
internal_value=0 4.61874e-06 3.11454e-05 -1.6219e-05 1.60278e-05 4.24693e-05 7.22981e-05 9.6304e-05 0.000121106 0.000152325 0.00017871 0.000143838 0.000177433 0.000119206 0.000149879 0.000181518 0.000214068 0.000255387 0.000216375 0.000272703 0.000191366 -0.000405787 0.000266238 0.00034717 0.000407364 -0.000141897 0.000519822 0.000400841 -0.000329663 0.00063538
internal_weight=0 0.054342 0.0527623 0.0497718 0.0480923 0.0468779 0.0454093 0.044297 0.0431475 0.0413996 0.0402747 0.0389976 0.0373451 0.0334297 0.0323643 0.0313172 0.0302262 0.0285921 0.0272936 0.0255943 0.0218665 0.00243621 0.0194303 0.0180436 0.0165371 0.00281044 0.0137266 0.0112826 0.00274207 0.00854057
internal_count=3121 2958 2924 2779 2528 2259 2199 2181 2143 1778 1762 1662 1497 1305 1151 1120 1043 934 914 868 818 228 590 575 527 72 455 425 105 320
is_linear=0
shrinkage=0.00124344


Tree=1264
num_leaves=31
num_cat=0
split_feature=39 42 31 151 401 43 376 1456 4 150 160 158 156 4 43 0 1373 38 403 13 42 15 15 52 15 1 13 52 43 0
split_gain=0.00128422 0.00135317 0.00105774 0.000974736 0.000963182 0.000850615 0.00135018 0.000952917 0.00127639 0.00117795 0.00126406 0.000911771 0.000835463 0.000634521 0.00113087 0.000846794 0.000897275 0.000889555 0.000785253 0.000740697 0.000811366 0.00100487 0.00112216 0.00078786 0.000725835 0.000711451 0.00113344 0.000873432 0.000692651 0.000493459
threshold=0.16946000000000003 -0.11466499999999999 -1.0000000180025095e-35 -0.5145249999999999 0.10076500000000001 0.24789500000000006 0.088055000000000008 0.075120000000000006 0.27287000000000006 -0.22665999999999997 -0.098904999999999979 0.085900000000000018 0.091255000000000017 -0.49405499999999997 -0.24021999999999996 0.041630000000000007 0.084905000000000022 0.091770000000000004 -0.088999999999999982 -0.010384999999999998 -0.095284999999999995 -0.10324499999999999 0.079055000000000014 -0.088204999999999992 -0.095869999999999983 0.08844500000000001 -0.075129999999999988 0.083680000000000018 -0.17390999999999998 -0.10011499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 5 6 7 8 9 -5 -11 12 13 14 -12 16 17 18 -15 25 -21 -22 23 -23 -25 26 27 -20 -24 -10
right_child=-2 2 3 4 -6 -7 -8 -9 29 10 11 -13 -14 15 -16 -17 -18 -19 19 20 21 22 28 24 -26 -27 -28 -29 -30 -31
leaf_value=-0.00095372696358927002 0.0013733333914359102 0.0013730776288077826 -0.0012554463681860484 0.0012421234338561376 -0.0013143816507681498 -0.00080677222721016711 0.0013516460961145824 -0.0012060886367586468 0.00040622681670102835 -0.0010229298455420948 0.00054164638223717205 -0.0012517107675712354 -0.0007734367292301478 -0.00097436601481784297 -0.0012946943737883114 0.00084548188144295598 -0.0010512414253158761 -0.0011221461342363996 -0.0007034513765272405 0.00097669285458702412 -0.0010799779546179058 -0.00061316619959399894 8.9592603949884954e-05 -0.00021030130540295429 0.00077097656423200502 0.00090385793931838424 0.0011535708489639938 0.00052489815306763321 -0.0013730186370995278 0.0012942507848274765
leaf_weight=0.0029312970291286424 0.0012288360527250566 0.0010429007190579922 0.0011826174046518636 0.0013359769292833326 0.0010226075754071742 0.0021859404827084808 0.0014983683420370921 0.0011505936554077048 0.0039482325800062057 0.0024535259166706949 0.001052729838193045 0.0010743838845981282 0.0022755096882380857 0.0010797827780262273 0.0015817630774463852 0.0029130439441615854 0.0012883166913724145 0.0010418899635098447 0.0025305289824246735 0.0014798734080159201 0.001698947403586005 0.0014839784667159961 0.0010594267617989326 0.0019936957316986081 0.0049434267032353423 0.0045719524297354042 0.0016665645200788504 0.0019179634176325067 0.0014393509129790871 0.0016817414855712079
leaf_count=169 23 83 48 11 156 166 50 225 114 284 5 134 174 302 55 41 37 22 216 24 19 30 18 17 72 167 118 84 132 125
internal_value=0 -4.50343e-05 3.75439e-06 -2.29122e-05 4.92079e-06 3.11953e-05 6.8455e-05 2.81158e-05 5.86467e-05 -2.57484e-05 -6.85801e-05 -5.45458e-06 3.17193e-05 8.60159e-05 -0.000560902 0.000140801 6.79969e-05 0.000121586 0.000171685 0.000221612 1.49859e-05 -9.77984e-05 5.50121e-05 0.000294743 0.000488962 0.000494201 0.000187918 -0.00017385 -0.000752904 0.00067149
internal_weight=0 0.0575269 0.0545956 0.0535527 0.0523701 0.0513475 0.0491616 0.0476632 0.0465126 0.0408826 0.0395467 0.0370931 0.0360187 0.0337432 0.00263449 0.0311087 0.0281957 0.0269074 0.0258655 0.0247857 0.0140987 0.0126188 0.0109199 0.0084211 0.00693712 0.010687 0.00611506 0.00444849 0.00249878 0.00562997
internal_count=3121 3098 2929 2846 2798 2642 2476 2426 2201 1962 1951 1667 1533 1359 60 1299 1258 1221 1199 897 312 288 269 119 89 585 418 300 150 239
is_linear=0
shrinkage=0.00137286


Tree=1265
num_leaves=21
num_cat=0
split_feature=45 15 14 15 151 457 0 52 52 13 130 43 52 15 13 133 42 151 4 16
split_gain=0.000139758 0.0002503 0.000246596 0.000232067 0.000198141 0.000278897 0.00017446 0.00028655 0.000308649 0.000278175 0.000335273 0.000290413 0.000315189 0.00023232 0.000192008 0.000171454 0.000165039 7.74158e-05 6.32787e-05 4.39629e-05
threshold=0.081955000000000014 -0.15914499999999995 -0.45687499999999998 -0.11713499999999999 -0.086769999999999986 0.087995000000000004 0.18019500000000002 0.10160000000000001 0.40411000000000002 -0.094514999999999988 -0.081769999999999995 -0.074359999999999996 -0.0064899999999999992 0.035560000000000008 -0.0034749999999999994 -1.0000000180025095e-35 0.085505000000000012 0.032230000000000009 0.053180000000000012 -0.020119999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -3 -5 6 7 9 -9 15 -11 14 -13 18 16 -6 -12 -7 -14 -17
right_child=-2 3 -4 4 5 17 -8 8 -10 10 11 12 13 -15 -16 19 -18 -19 -20 -21
leaf_value=-0.00027178874066694625 -0.0018746824135613357 -0.0023822951780422532 0.0028291301660260202 0.0015542503752981455 -0.00061381447329676524 0.0025048309595535568 0.0014577992912494942 -0.0037403471489108951 -9.0537894409163029e-05 0.0020647777436757263 0.0025625665560953729 -0.0034002104205329712 -0.00075676615999581561 -0.0025921858694770918 -0.0011822732129413561 0.0025863060410720169 -0.00028149966425107498 0.00059809206269888628 0.00096254299974184556 0.0011310397391141741
leaf_weight=0.0011365068138812218 0.0010068873191357844 0.0011081513876871575 0.0015090068594899577 0.0018396926854604692 0.0010368853401763189 0.0010503026022707909 0.0011929545604711924 0.0013378698586175028 0.0010417612897879458 0.0010255645256394856 0.001022265973037062 0.0018512729009193514 0.0010129866961863356 0.0012026147271106957 0.00162697279354229 0.0010882837497128151 0.0010409864525786627 0.0011040954736074582 0.0011616819903852438 0.0010133724787522126
leaf_count=65 59 132 252 195 75 71 32 258 204 83 212 324 64 500 181 65 219 32 57 41
internal_value=0 3.6715e-05 0.00149698 -0.000140838 -2.05515e-05 -0.000174574 -0.000394759 -0.000537687 -0.00214252 -0.000245785 -0.000657652 -0.000970702 -0.0017329 -0.00081895 0.000109224 0.0010592 0.00112763 0.00152766 0.000161668 0.00188461
internal_weight=0 0.0244032 0.00264551 0.0217577 0.0206496 0.0188099 0.0166555 0.0154625 0.00237963 0.0130829 0.00994435 0.00891878 0.00522856 0.00337728 0.00369023 0.00313854 0.00206325 0.0021544 0.00217467 0.00210166
internal_count=3121 3062 317 2745 2613 2418 2315 2283 462 1821 1640 1557 945 621 612 181 431 103 121 106
is_linear=0
shrinkage=0.00502775


Tree=1266
num_leaves=31
num_cat=0
split_feature=31 156 14 151 33 9 1456 1213 1374 0 14 48 1 457 403 48 12 131 52 124 40 16 13 12 12 3 16 12 4 13
split_gain=0.00115178 0.00101036 0.000906422 0.000961883 0.000960372 0.000977889 0.00105669 0.000736872 0.000740883 0.000768887 0.00125781 0.000917368 0.000831752 0.000782944 0.000747288 0.000588198 0.000499894 0.000657817 0.00115838 0.000564576 0.000494444 0.000744585 0.000694126 0.000587832 0.000945028 0.00114787 0.000525925 0.000470427 0.000604502 0.000423789
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 0.076175000000000007 -0.5145249999999999 -0.0066799999999999993 0.088235000000000022 -1.0000000180025095e-35 -0.082704999999999987 -0.094929999999999987 -0.13027499999999997 -0.10708499999999999 0.13127500000000003 0.077565000000000009 -0.0029299999999999994 -0.088999999999999982 0.088965000000000002 -0.093619999999999995 0.10033500000000002 -0.40306999999999998 -0.043384999999999993 -0.063404999999999989 0.41553500000000004 -0.094514999999999988 0.088930000000000023 0.092255000000000018 -0.10519499999999998 -0.13941499999999998 0.085885000000000017 -0.35136499999999998 -0.016469999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 -5 6 -6 -8 -9 10 -10 12 -12 -14 -11 16 -16 18 -18 -20 -21 22 -22 27 29 26 -26 28 -24 -25
right_child=1 2 -4 4 5 -7 7 8 9 14 11 -13 13 -15 15 -17 17 -19 19 20 21 -23 23 24 25 -27 -28 -29 -30 -31
leaf_value=0.0015159988713407363 -0.0015158490791574047 -0.001385648490034452 -0.0010182526112773444 -0.0012202685801345865 -0.0012336359615689992 0.0011423366615604734 -0.0011828416704763286 -0.00081635271100021064 -0.00068677172426814402 -0.0010701798396610498 -0.00043186378653381187 -0.00068029756204148611 0.00017684682491663682 0.0012584357166649186 -0.00088547530788874004 0.00051628953909613174 -0.0015158924737142746 0.0010079617366965685 0.0011043033608740841 -0.00082627568942141689 0.0005044304028959378 0.0012493208329429812 -0.0012601305474459171 -2.5526424755472036e-05 0.00099091603264037163 -0.0014696654616096645 -0.00042016193860014954 -0.0015158660246053211 0.00013305177083078855 0.0011979029378124662
leaf_weight=0.0010738650582862155 0.0010870273457839188 0.0011239008568679756 0.002087709235409462 0.0013670979049820167 0.0014842607394436316 0.001871085797461979 0.0010591763234719656 0.0019506103970314817 0.0018584887319548224 0.0014078561162476069 0.0010764208731757147 0.0010413760430196825 0.0020560343652320538 0.0060988950616884781 0.0015149426324434492 0.0053011045345714427 0.0011746615946457385 0.0014317180691589817 0.0010711637708480373 0.0016228970177047932 0.0039818875761117251 0.0011100988326884212 0.0011229615686438876 0.0010573341503139488 0.0010965335577992619 0.0015093889710400404 0.001358870607816684 0.0011278063268642669 0.0019722574493166341 0.0016906033861054937
leaf_count=86 163 49 96 29 234 51 264 41 20 351 25 20 39 171 62 223 156 56 58 40 84 36 30 83 9 216 36 152 184 57
internal_value=0 -6.93877e-05 -3.95107e-05 9.19722e-07 3.24557e-05 6.80988e-05 2.45711e-05 6.63563e-05 9.66795e-05 0.000139406 0.000460712 0.000668309 0.000820444 0.000985744 7.50849e-06 6.14176e-05 -4.41426e-05 1.56174e-05 -5.57901e-05 3.5821e-05 -2.90219e-05 5.17044e-05 -3.74164e-05 -0.000234712 4.40237e-05 -0.000429447 0.000209997 -0.000677777 -0.000372402 0.000727159
internal_weight=0 0.0537142 0.0526271 0.0505394 0.0494155 0.0480484 0.0461773 0.0446931 0.0436339 0.0416833 0.0121312 0.0102727 0.00923135 0.00815493 0.0295521 0.0281442 0.0228431 0.0213282 0.0198965 0.0187218 0.0176506 0.0160277 0.0149176 0.0109358 0.00671273 0.00396479 0.0024554 0.00422303 0.00309522 0.00274794
internal_count=3121 3035 2872 2776 2727 2698 2647 2413 2149 2108 275 255 235 210 1833 1482 1259 1197 1141 985 927 887 851 767 401 261 45 366 214 140
is_linear=0
shrinkage=0.00151575


Tree=1267
num_leaves=31
num_cat=0
split_feature=31 39 42 14 376 151 4 150 12 158 14 33 160 47 52 1213 1374 1213 12 0 3 15 2 16 1 4 15 1429 3 3
split_gain=0.00120439 0.0011574 0.00093224 0.000886165 0.000948692 0.000945258 0.000944982 0.00106687 0.000970802 0.00100583 0.000873011 0.000841593 0.00081728 0.000742524 0.000723285 0.000743348 0.00079844 0.000766553 0.000772744 0.000590747 0.000527913 0.000497284 0.00057585 0.000626152 0.000517418 0.000642709 0.000668179 0.00106537 0.000453204 0.000542127
threshold=-1.0000000180025095e-35 0.16946000000000003 -0.26584999999999998 0.076175000000000007 0.048375000000000008 -0.5145249999999999 0.27834500000000006 -0.22665999999999997 -0.042789999999999988 0.085900000000000018 -0.46885499999999997 -0.0066799999999999993 -0.098904999999999979 0.10954500000000002 -0.53299999999999992 -0.080769999999999995 -0.094929999999999987 0.039620000000000009 0.11650500000000001 -0.073574999999999988 0.16158000000000003 -0.11713499999999999 0.090790000000000023 -0.15012499999999998 0.092695000000000013 0.0061450000000000003 0.088235000000000022 0.084545000000000009 -0.10217499999999997 -0.080734999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 -4 7 -7 -9 11 -8 -10 19 -12 -14 -16 -17 18 20 -13 21 -18 23 -23 25 26 27 -25 -24 -30
right_child=1 -3 3 -5 -6 6 10 8 9 -11 13 12 14 -15 15 16 17 -19 -20 -21 -22 22 28 24 -26 -27 -28 -29 29 -31
leaf_value=0.0014286030462799958 -0.0014285747514652832 0.0014288244468449243 -0.0014284486801595078 -0.00095369199177236475 0.00081989384499514366 0.0011726005476837384 -0.00049337172132040807 -0.00091122434842609893 -0.0013445198278497915 -0.001428418301892355 0.0010431138490115349 -0.001428390432103786 -0.0011472570602287988 -0.00031407323539915535 -0.0010218417252149299 -0.00076820958383714882 -0.00066561075375355671 -0.00088282858763741876 -0.00079646275132188909 1.1237476982628488e-05 0.0011574232396988368 0.0011757162050029446 0.00050227535089336466 -0.00050757514564369244 -0.00029302447685864352 0.0012183138964368357 0.0008517577260464264 0.0011499858832942447 -0.00098207102184084266 2.5513558751388051e-05
leaf_weight=0.0011273239160458628 0.0010419524162159624 0.0010424192293712045 0.0010251191507393278 0.0021957741217732965 0.0025635189684773954 0.0012642437850445267 0.0014818717230156153 0.0032298773584180642 0.0010043179777596825 0.0011209003772445483 0.0038961535322847842 0.0013893352942342396 0.0010169860726787485 0.0010424446555923339 0.0012111775524994419 0.0019422532827917385 0.0011878591576146491 0.001327935466705287 0.0014258585181154962 0.0010000993887668832 0.0013373041203763583 0.0022199330719558765 0.003117272521009796 0.0030194510229968573 0.0021024627432630902 0.0019514802755522531 0.0026085933595396682 0.0010719003770303104 0.0013048266923290095 0.006598906344810195
leaf_count=86 18 21 46 99 111 13 33 103 17 199 194 239 188 21 265 35 88 243 64 43 48 16 47 308 100 14 115 52 97 198
internal_value=0 -6.23282e-05 -9.0235e-05 -6.4722e-05 -2.75146e-05 -7.10499e-05 -4.25785e-05 -0.000119817 -0.000159486 -9.55214e-05 0.00046813 -5.49642e-05 -1.88215e-05 0.000756637 3.88358e-05 7.60342e-05 0.000118632 0.000177472 0.000227855 -0.000825833 0.000282928 0.000236489 0.000281147 0.000485086 0.000342518 0.000496968 0.000286862 -7.33078e-05 4.10723e-05 -0.000140829
internal_weight=0 0.0567422 0.0556998 0.0546579 0.0524621 0.0498986 0.0488734 0.042453 0.0411887 0.0379589 0.00642047 0.036838 0.0358336 0.0049386 0.0334442 0.0324272 0.031216 0.0292738 0.0279458 0.00238943 0.02652 0.0251827 0.0239948 0.0129738 0.0107539 0.00865143 0.00669994 0.00409135 0.011021 0.00790373
internal_count=3121 3035 3014 2996 2897 2786 2740 2492 2479 2376 248 2177 2160 215 1878 1690 1425 1390 1147 282 1083 1035 947 605 589 489 475 360 342 295
is_linear=0
shrinkage=0.00142833


Tree=1268
num_leaves=31
num_cat=0
split_feature=39 42 156 31 401 33 9 151 1456 4 11 41 1374 133 38 150 160 4 133 448 1374 42 13 13 12 42 52 0 160 52
split_gain=0.0013874 0.00120021 0.00111717 0.00102827 0.000947841 0.00094299 0.00104427 0.000886312 0.000922894 0.000876512 0.00104944 0.000832361 0.00086637 0.000813837 0.000768203 0.000675821 0.000858285 0.00109937 0.000711102 0.000684167 0.000641731 0.0005351 0.000588044 0.00069298 0.000528735 0.000593864 0.00107782 0.000527556 0.000538126 0.000597903
threshold=0.16946000000000003 -0.26584999999999998 -1.0000000180025095e-35 -1.0000000180025095e-35 0.10076500000000001 -0.0066799999999999993 0.088235000000000022 -0.5145249999999999 -1.0000000180025095e-35 0.27287000000000006 0.081790000000000015 0.078475000000000017 0.093235000000000012 0.18829500000000002 0.091770000000000004 -0.22665999999999997 -0.091944999999999985 -0.39518999999999993 -0.17773999999999998 -0.083114999999999981 -0.094929999999999987 -1.0000000180025095e-35 -0.53104499999999988 -0.47860499999999995 0.10806000000000002 0.09832500000000001 -0.24164999999999998 -0.23091999999999999 0.10210000000000001 0.096795000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 5 -5 7 -7 -9 10 11 12 13 14 15 -10 17 -17 -18 -20 -21 -22 -23 -24 25 26 -25 -28 29 -29
right_child=-2 2 3 4 -6 6 -8 8 9 -11 -12 -13 -14 -15 -16 16 18 -19 19 20 21 22 23 24 -26 -27 27 28 -30 -31
leaf_value=-0.0013462362910142086 0.0013463975917137458 -0.001346028014480777 0.0013461100591324233 -0.0010762814758143724 -0.0012958226242695593 -0.0012409311749090296 0.0010160074738841656 -0.00093234384721618726 0.0011779317426209952 0.00055177975948392764 -0.0013460129825885233 -0.0010924859167365504 -0.0011849523164455464 -0.0008313343971664591 -0.00081377452790322576 0.00056245978211095506 -0.00080626058268086823 -0.0011570934845432277 -0.00076047652393633578 -0.00047878202483871873 -0.0001164605711622023 -0.00053441008477637681 0.0012315644418893939 -0.00085493274826469953 -0.00048653944626841136 0.0011509554709458949 0.0013364313192920326 0.00032479928710723807 -0.00044414295014122228 0.0010402261371888454
leaf_weight=0.0012839461192584159 0.0013002483147630519 0.0011459867252003866 0.0010042192505634864 0.0014452070546404619 0.001048275078936233 0.0010388664316067766 0.0018610200525976941 0.0017952339341871229 0.0011511370994412564 0.0055856437020862506 0.0010472431466759238 0.0011871353152059774 0.0010017838984985863 0.0016890704672181114 0.0015193324658753218 0.0010303555332882297 0.0012369834575829399 0.001944951261195981 0.001202573896641467 0.0019120374027465905 0.0041718739019589437 0.001143618585231816 0.0019045623545252922 0.0012322650407399138 0.0011937729862017124 0.0018995690288159386 0.0011337055063051797 0.010946300146183179 0.0012976095098915516 0.0026233397182053872
leaf_count=18 23 163 84 29 163 50 51 249 12 235 90 52 32 271 34 15 136 221 40 40 369 13 12 96 32 30 11 444 68 38
internal_value=0 -5.92397e-05 -3.04484e-05 -3.64491e-06 -2.81808e-05 -3.66138e-06 2.57255e-05 -1.04893e-05 1.51529e-05 5.05495e-05 -1.53734e-05 1.82682e-05 5.10412e-05 8.26013e-05 0.000123718 0.000163257 0.000129764 -0.000561608 0.000194251 0.000234616 0.000275238 0.000327575 0.000406825 0.000455245 0.000382505 0.000436728 0.000358001 0.000451411 0.000383924 0.000463109
internal_weight=0 0.0586776 0.0573937 0.0562477 0.0552435 0.0541952 0.05275 0.050889 0.0498501 0.0480549 0.0424692 0.041422 0.0402348 0.0392331 0.037544 0.0360247 0.0348735 0.00297531 0.0318982 0.0306612 0.0294587 0.0275466 0.0233747 0.0222311 0.0203266 0.0191328 0.0172332 0.016001 0.0148672 0.0135696
internal_count=3121 3098 3080 2917 2833 2670 2641 2590 2540 2291 2056 1966 1914 1882 1611 1577 1565 236 1329 1193 1153 1113 744 731 719 687 657 561 550 482
is_linear=0
shrinkage=0.00134594


Tree=1269
num_leaves=31
num_cat=0
split_feature=39 42 31 33 9 1456 151 401 457 1375 48 133 474 38 3 43 4 2 160 3 475 3 0 3 52 133 43 12 133 49
split_gain=0.00130885 0.00138548 0.00116462 0.00123865 0.00125421 0.00112691 0.00103744 0.00104528 0.000798366 0.000908551 0.000948646 0.000837334 0.000776612 0.000719313 0.000818811 0.000814846 0.00150265 0.000981114 0.0012745 0.00100734 0.000703821 0.000603914 0.00138984 0.00060292 0.000494437 0.00053908 0.000423336 0.00041937 0.00103111 0.000679264
threshold=0.16946000000000003 -0.11466499999999999 -1.0000000180025095e-35 -0.0066799999999999993 0.088235000000000022 -1.0000000180025095e-35 -0.5145249999999999 0.10076500000000001 -0.15747999999999998 0.081540000000000015 -0.084044999999999995 0.18829500000000002 -1.0000000180025095e-35 1.0000000180025095e-35 0.30112000000000005 -0.25681499999999996 -0.51843499999999987 0.088225000000000012 0.083670000000000008 -0.078934999999999991 -0.079669999999999977 -0.074084999999999998 -0.13027499999999997 -0.083924999999999986 0.19022000000000003 -0.11008499999999999 -0.25681499999999996 0.090995000000000006 0.10275500000000001 -0.015259999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 26 -3 -4 5 -5 -7 8 -8 10 -10 12 -12 14 15 -14 -17 18 19 23 -19 -21 -23 -18 25 -22 -1 29 -29 -27
right_child=-2 2 3 4 -6 6 7 -9 9 -11 11 -13 13 -15 -16 16 17 20 -20 21 24 22 -24 -25 -26 27 -28 28 -30 -31
leaf_value=-0.0014242904372950799 0.0014864826605706836 0.0014862538036044608 -0.0012460503433933852 -0.0011668081520887171 0.0011571251252231471 -0.0013750954162548637 0.0010978711122211805 -0.0014278889518459801 -0.00092081628301732635 -0.0011324911422764831 -0.0010826336537738362 -0.0009031355036240935 0.0009478849902991417 -0.00071019278288066471 0.0014861107640803139 -0.0014856105714783638 -0.0001892755571797942 -0.00079730262973103647 -0.0014359051085545502 0.0010189063422454015 -0.00034762791573067606 0.0009542593021625535 -0.0010941854642535151 -0.0014860767288163066 -0.00041104611133996593 0.00026517428154843996 -0.00026162247667677301 -0.00024743005499269777 0.0011694722878592856 0.00098236181816120866
leaf_weight=0.0021171060930900154 0.001194834412359568 0.0010954461474352853 0.001881874742451827 0.0019660714523201941 0.0019287211716840771 0.0012169849018732739 0.0015440958365289239 0.0010856198589592738 0.0021190511638025092 0.0014835153101726553 0.0011135384558336172 0.0017684983371184506 0.0028376300759518349 0.0019258514353044367 0.0010967034837818792 0.0012417056467768214 0.0029801038024481761 0.0010972536231772514 0.0015424025914967396 0.0023179297877593541 0.0015671184516912176 0.0015777624927864053 0.0013635481803993118 0.0010781378037236777 0.0014549010959625788 0.0046957424113855933 0.0010270453417828831 0.0035301173144053335 0.0016710548394858193 0.0076955930236297671
leaf_count=56 23 83 29 270 52 48 35 152 50 115 96 277 34 55 78 33 296 55 66 45 123 20 69 229 112 108 113 171 31 197
internal_value=0 -8.4235e-05 -3.11516e-05 -6.09506e-05 -1.95735e-05 -6.32426e-05 -1.98531e-05 1.39527e-05 4.67665e-05 1.16046e-05 4.95967e-05 9.79183e-05 0.000141323 0.000175677 0.000220873 0.000183013 0.000118825 0.00017999 -0.000184682 2.24435e-05 0.000362393 0.000451657 4.63057e-06 -0.000533792 0.00042412 0.000487539 -0.0010445 0.000561935 0.000207798 0.000710581
internal_weight=0 0.0600211 0.056877 0.0557815 0.0538997 0.0519709 0.0500049 0.0487879 0.0477023 0.0461582 0.0446746 0.0425556 0.0407871 0.0396736 0.0377477 0.036651 0.0338134 0.0325717 0.0108599 0.00931748 0.0217118 0.00525924 0.00294131 0.00405824 0.0206145 0.0191596 0.00314415 0.0175925 0.00520117 0.0123913
internal_count=3121 3098 2929 2846 2817 2765 2495 2447 2295 2260 2145 2095 1818 1722 1667 1589 1555 1522 725 659 797 134 89 525 742 630 169 507 202 305
is_linear=0
shrinkage=0.00148603


Tree=1270
num_leaves=22
num_cat=0
split_feature=1213 475 44 124 50 48 40 1 48 133 13 42 43 16 16 2 12 0 2 1 3
split_gain=0.000241765 0.000190097 0.000172838 0.00027059 0.000250546 0.000251574 0.000401846 0.000326498 0.000274425 0.000328498 0.000255194 0.000200859 0.000205216 0.000214144 0.000287622 0.000178484 0.000222212 0.000289987 0.000174685 6.39175e-05 9.71218e-05
threshold=-1.0000000180025095e-35 -0.084049999999999986 1.0000000180025095e-35 -0.043384999999999993 0.10124500000000002 0.12737000000000001 -0.063404999999999989 0.10752500000000002 -0.024949999999999996 -0.086649999999999991 -0.074044999999999986 -1.0000000180025095e-35 -0.17390999999999998 0.15891500000000003 -1.0000000180025095e-35 0.089775000000000008 0.084100000000000022 -0.10224499999999999 0.092875000000000013 0.12873500000000002 0.099930000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 5 6 -5 8 -8 -10 -9 -11 -13 14 15 16 17 -14 -17 20 -12
right_child=1 2 -4 4 -6 -7 7 10 9 11 19 12 13 -15 -16 18 -18 -19 -20 -21 -22
leaf_value=-0.002158637478420611 -0.0018530570847711152 0.0019836668107321479 -0.0016903427468137359 -0.0020224112721804301 -0.0020585502097179055 -0.0018571933702696776 0.0023897840407865827 0.00348037014916783 0.0019113739275964862 -0.0020671957360478476 -0.00045361057988561399 0.0016006336566309859 -0.0018245639898206256 -0.0018815168699796217 0.0019189259076726251 0.0014632916884083906 -0.0028799967728784666 0.0014024032611955155 -0.00069181806653707779 0.0017115153577126653 0.001465721546163876
leaf_weight=0.0010292521128275047 0.0010067397326388719 0.0015873973987712278 0.001001177218341808 0.0013818852332574396 0.0010449133675014535 0.0011404738521845195 0.0010004955224030007 0.0010252506968533304 0.0015211552649366808 0.001149341518358272 0.0011052072473076704 0.0012440949916481267 0.0012224905867697089 0.0014874544147617241 0.0012595665342801689 0.0014721478732102611 0.0010122789587466707 0.0010166503012869442 0.0015275103200170781 0.0013212323718545527 0.0010018172261041514
leaf_count=491 239 232 57 89 247 49 98 136 216 274 82 30 42 162 136 81 207 51 132 44 26
internal_value=0 4.83098e-05 0.000126368 0.000203695 7.48759e-05 0.000181594 0.000299334 0.000474018 0.000137247 -3.72834e-05 0.00152613 -0.000297495 -9.89057e-05 -0.000333887 -2.73853e-05 -0.000419559 -0.00114415 -0.000359405 0.000365849 0.000941692 0.000458965
internal_weight=0 0.0255293 0.0245225 0.0235214 0.021934 0.0208891 0.0197486 0.0183667 0.0139132 0.0129127 0.00445351 0.0113915 0.0102422 0.0089981 0.00751064 0.00625108 0.00325142 0.00223914 0.00299966 0.00342826 0.00210702
internal_count=3121 2630 2391 2334 2102 1855 1806 1717 1429 1331 288 1115 841 811 649 513 300 93 213 152 108
is_linear=0
shrinkage=0.0044645


Tree=1271
num_leaves=20
num_cat=0
split_feature=128 124 483 13 457 1 0 47 52 133 43 457 4 1 4 15 15 160 1
split_gain=0.000203312 0.000174655 0.0002305 0.00018275 0.000183897 0.000286638 0.000317836 0.000272891 0.000256792 0.000249495 0.000279314 0.000186135 0.000249681 0.000322467 0.000346858 0.000300752 0.000147304 0.000145917 6.53966e-05
threshold=0.086435000000000012 -0.043384999999999993 0.086625000000000021 -0.39067499999999994 0.080930000000000016 0.12337000000000002 -0.052984999999999997 0.10813000000000002 -0.10925999999999998 0.091410000000000005 -0.075574999999999989 -0.052389999999999992 0.053180000000000012 0.088485000000000022 -0.077834999999999988 -0.10324499999999999 -0.0063699999999999989 -1.0000000180025095e-35 0.090740000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 5 7 -7 8 -5 10 17 -12 13 14 -13 -14 18 -10 -6
right_child=-2 2 -4 4 16 6 -8 -9 9 -11 11 12 15 -15 -16 -17 -18 -19 -20
leaf_value=0.0012740912850945682 -0.0019200346671906523 0.001306269841841515 -0.0020244829926762743 -0.0023776236238332478 -0.00056628509943930047 0.0025154723533163522 -0.00037272399217092136 -0.0026528666021830424 -7.0954770204037496e-05 -0.0017377500626053551 0.0013521446394116248 -0.0021277187973257521 -0.0011627261870527802 -0.0030536584188099423 0.0013359138718065447 0.0014987949120069068 0.0021525517071439909 0.0019257095438213639 0.00096897353390499425
leaf_weight=0.0019574663107204673 0.0010103118789086532 0.0018962574957130897 0.0010507480391667703 0.0010534081134369556 0.0010330776351175075 0.0013271923699660348 0.0014884809106729948 0.0010160025528860315 0.0010576485597758589 0.0016188063518395848 0.0010140271805219071 0.001051170962183154 0.0014675480249075612 0.001350866244798743 0.0010787619889265996 0.0016730952182322234 0.0010794243570444442 0.0018578746731773852 0.0010107737094600111
leaf_count=247 207 98 288 345 80 54 66 80 222 357 33 366 73 119 193 48 36 151 58
internal_value=0 4.33343e-05 -6.08451e-05 3.26246e-05 -8.70672e-05 -0.000262375 0.000988653 -0.000509754 -0.000345088 -0.000169154 7.15114e-05 -0.000359921 -0.000622112 -0.00141363 -0.000373469 0.000255129 0.000870212 0.00120139 0.000192967
internal_weight=0 0.0250826 0.0231252 0.0220744 0.0201782 0.0170549 0.00281567 0.0142392 0.0132232 0.0121698 0.010551 0.00763547 0.00662144 0.0034808 0.00212993 0.00314064 0.00312328 0.00291552 0.00204385
internal_count=3121 2914 2667 2379 2281 2107 120 1987 1907 1562 1205 832 799 678 559 121 174 373 138
is_linear=0
shrinkage=0.00429114


Tree=1272
num_leaves=19
num_cat=0
split_feature=1374 457 484 52 1 52 474 13 11 3 2 1 3 13 42 3 0 1
split_gain=0.000142977 0.00025709 0.000202937 0.000192747 0.000308128 0.000235797 0.000237733 0.00023154 0.000185457 0.000242565 0.000258239 0.000287853 0.000256561 0.000204558 0.000173999 0.000208091 0.000386923 9.80481e-05
threshold=-0.094929999999999987 0.092360000000000012 -0.0068949999999999992 -0.40306999999999998 0.13210500000000003 -0.057699999999999994 0.085445000000000007 -0.004174999999999999 0.081790000000000015 -0.11255999999999998 0.10613000000000002 0.10956 0.076840000000000006 0.14871000000000004 -0.088669999999999985 -0.078934999999999991 -0.10224499999999999 0.09253500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 5 6 7 -5 9 13 12 -12 14 -7 -11 -16 -17 -18
right_child=1 -3 3 4 -6 8 -8 -9 -10 10 11 -13 -14 -15 15 16 17 -19
leaf_value=-0.0018094079384531497 -0.0018497343723424908 0.0021841587587123575 -0.0016996935740193468 0.001935200784749727 0.0020794499595642559 0.0026570048985980988 0.0029328539932115022 -0.0008557424920011713 -0.0023583777920842086 0.001182383986571163 -0.0030644446430759392 0.00010871905562773541 0.0017243242823980788 -0.0002593682976652831 -0.0021142043033272016 -0.002522591980724563 0.0019950485798010914 -6.9760821199277222e-05
leaf_weight=0.0010577110886806898 0.001470157943843752 0.0012892031866167377 0.0014416377738778975 0.0012204592472468967 0.0018572231783086637 0.0012294808723798357 0.0011356149923216208 0.0017691295035897553 0.0010118230137967634 0.0012626342043649003 0.0016764583888653197 0.0011859771944262576 0.0016240829875684426 0.0011136711344477135 0.0019904172889175205 0.0010828688826389765 0.0012364310504966629 0.001019482368334268
leaf_count=55 482 91 287 194 194 68 80 120 53 198 136 56 53 40 651 52 191 120
internal_value=0 4.13921e-05 -7.70285e-05 4.22061e-05 0.000165209 -2.63568e-05 0.00101292 0.000283622 -0.000323394 -0.00016998 -0.000474735 -0.00174973 -3.05262e-05 0.00127089 -0.000462883 -0.000852692 -0.00010064 0.00106193
internal_weight=0 0.0246168 0.0233276 0.0218574 0.0204158 0.0185585 0.0041252 0.00298959 0.0144333 0.0134215 0.0110784 0.00286244 0.00821592 0.00234315 0.00659183 0.0053292 0.00333878 0.00225591
internal_count=3121 3066 2975 2493 2206 2012 394 314 1618 1565 1457 192 1265 108 1212 1014 363 311
is_linear=0
shrinkage=0.00492917


Tree=1273
num_leaves=19
num_cat=0
split_feature=2 41 0 3 13 0 12 52 1 15 47 4 2 52 1 47 0 133
split_gain=0.000141048 0.000163019 0.000170677 0.000239126 0.000448212 0.000297693 0.000288184 0.000231845 0.000218216 0.000463385 0.000262602 0.000231191 0.000328187 0.00025697 0.000253979 0.000180231 0.000147354 0.000110011
threshold=0.14753000000000002 0.078475000000000017 -0.060129999999999996 0.076840000000000006 -0.42195999999999995 0.12113000000000002 0.098810000000000023 0.15915500000000002 1.0000000180025095e-35 0.083935000000000023 1.0000000180025095e-35 0.0061450000000000003 0.091055000000000011 -0.0064899999999999992 0.10887500000000001 0.09550500000000002 -0.11756999999999999 0.089755000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 7 5 -5 6 -4 8 9 -1 11 12 13 -10 -13 -12 -17 -11
right_child=-2 -3 3 4 -6 -7 -8 -9 10 17 15 14 -14 -15 -16 16 -18 -19
leaf_value=-0.0025336639640898984 0.0013237055592681237 -0.0013414486587553422 0.0026427841561035533 0.0014390638148063435 -0.0019404549782272519 -0.00033383213806755912 0.00011002168235670827 -0.0017773165011882475 -0.0019602646944322996 -0.00059795129821314048 -0.001909305461681367 0.0025671540904573221 0.0016274881062462968 0.00042886408451765562 0.00034311776005977856 -0.0010269992707110682 0.00090243377070312253 0.0011592204411319115
leaf_weight=0.0015349886179912816 0.0011191737567104445 0.0014711321638802835 0.0019235935770311489 0.0010392988958516369 0.0013799102942817498 0.0015911203639316085 0.0010485223044214287 0.001339912518017127 0.001348479844972994 0.0011010610608031546 0.0011787837129277889 0.0015067825706260862 0.0012857391244622818 0.0013719602589690183 0.0015984619974205305 0.0011838092320601845 0.0012081300763866487 0.0010528510421856652
leaf_count=662 142 139 158 24 77 111 98 315 116 422 42 72 105 236 107 47 92 156
internal_value=0 -8.76563e-05 -6.37741e-06 0.000499223 -0.000488604 0.00102292 0.00174926 -0.000231082 -8.69161e-05 -0.000901905 0.000194527 0.000626335 9.36857e-06 -0.00075539 0.0014223 -0.00066546 -5.24737e-05 0.00026097
internal_weight=0 0.0241645 0.0226934 0.00698245 0.00241921 0.00456324 0.00297212 0.015711 0.014371 0.0036889 0.0106821 0.00711142 0.00400618 0.00272044 0.00310524 0.00357072 0.00239194 0.00215391
internal_count=3121 2979 2840 468 101 367 256 2372 2057 1240 817 636 457 352 179 181 139 578
is_linear=0
shrinkage=0.00388662


Tree=1274
num_leaves=31
num_cat=0
split_feature=39 31 42 156 14 151 4 150 158 33 1213 38 3 156 160 133 403 49 15 130 13 4 14 457 49 457 42 47 16 16
split_gain=0.0011915 0.00118156 0.0010033 0.000955314 0.000948144 0.000952142 0.00101733 0.00108612 0.000919915 0.000799097 0.000768306 0.000659135 0.00101055 0.000768296 0.000821248 0.00106228 0.000771991 0.000717327 0.00112413 0.00108725 0.000982916 0.000753843 0.000633077 0.000607847 0.000650171 0.00059531 0.00066001 0.000581769 0.000513297 0.000458261
threshold=0.16946000000000003 -1.0000000180025095e-35 -0.26584999999999998 -1.0000000180025095e-35 0.076175000000000007 -0.5145249999999999 0.27834500000000006 -0.22665999999999997 0.094245000000000009 -0.0066799999999999993 -0.080769999999999995 0.10386000000000002 0.30112000000000005 0.10441500000000002 -0.098904999999999979 -0.25159999999999993 -0.088999999999999982 -1.0000000180025095e-35 0.091915000000000011 -1.0000000180025095e-35 -0.011914999999999999 -0.52556499999999995 -0.46885499999999997 0.080930000000000016 -0.047584999999999995 -0.098834999999999992 0.090835000000000013 0.096475000000000019 -0.020119999999999996 -0.15241499999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 5 -5 7 -7 9 -9 -11 12 13 14 28 -16 -17 23 19 20 -19 -21 -8 25 -25 -18 -27 -24 -12 -23
right_child=-2 2 3 4 -6 6 22 8 -10 10 11 -13 -14 -15 15 16 17 18 -20 21 -22 29 27 24 -26 26 -28 -29 -30 -31
leaf_value=0.0012939373795897292 0.0012940842109414267 -0.0012939242604240976 -0.0012937423075506061 -0.001196391540941159 -0.00088283243418649964 0.0011144620428632165 -0.00027142445412289839 -0.0011700987819854996 -0.001214764458662659 -0.00097455739555956235 -0.0011143658027009972 -0.00080905873013857078 0.0012937481755567806 -0.001082353845162243 -0.0010612692324803539 -0.00087499158601741481 0.00043508508158517393 0.00071892487023980547 -0.00081718140711323076 -0.00044661792611942779 -0.00088752739095383044 0.0011501528020434425 0.0010450140361891362 0.00047911101467689956 -0.00067765965859013691 -0.0008124758016930905 0.00027661709003803855 0.00011114330315797479 6.3169261400230527e-05 0.00054811766341072705
leaf_weight=0.0010739224384002091 0.001125887368694122 0.0011095338513680266 0.0010160603855893227 0.0010760860971856792 0.002083209042659461 0.0013293915939129866 0.0013403839504810833 0.0010232586101750476 0.0011491242524059855 0.0013423128945522214 0.0015698076963621688 0.0015374650936728065 0.0010709804976301021 0.0010305478571808182 0.0012526038245876938 0.0011749153747202526 0.0013369775161038433 0.0010007336223090135 0.0012791869615362819 0.0011000914606426994 0.0017558343773633736 0.0026406677148784587 0.003308559626567841 0.0043483682208638186 0.001000228845782658 0.0036950451395885153 0.0012450582782079778 0.0016850059109296822 0.0010234750992577082 0.01065064756664328
leaf_count=84 23 18 163 49 95 15 33 22 171 276 171 27 61 132 133 318 30 30 127 10 81 29 210 90 29 170 24 32 84 384
internal_value=0 -5.00073e-05 -7.61655e-05 -5.11749e-05 -2.73761e-05 7.58969e-06 3.35582e-05 -3.68878e-05 -7.31344e-05 -4.11983e-05 -1.2359e-05 2.1004e-05 5.53332e-05 1.85973e-05 5.09459e-05 0.000106881 0.000153738 0.000193956 0.000352709 0.00043998 -0.000304327 0.000582546 0.000517995 -5.76736e-05 0.000262786 -0.000330732 -0.000537991 0.000729893 -0.000649635 0.000667728
internal_weight=0 0.0562495 0.0551756 0.054066 0.05305 0.0509668 0.0498907 0.0435567 0.0422273 0.0410782 0.0400549 0.0387126 0.0371752 0.0361042 0.0350736 0.0324804 0.0312278 0.0300528 0.0184272 0.017148 0.00275657 0.0143914 0.00633395 0.0116257 0.0053486 0.00627708 0.0049401 0.00499357 0.00259328 0.0132913
internal_count=3121 3098 3014 2996 2833 2738 2689 2414 2399 2228 2206 1930 1903 1842 1710 1455 1322 1004 661 534 111 423 275 343 119 224 194 242 255 413
is_linear=0
shrinkage=0.00129368


Tree=1275
num_leaves=31
num_cat=0
split_feature=31 39 42 33 9 1455 401 43 376 160 448 1366 4 1374 159 2 43 124 1 1374 16 0 0 3 15 12 3 151 15 51
split_gain=0.0013798 0.0011719 0.00099013 0.00102804 0.00129095 0.00100679 0.00102357 0.000860288 0.00113737 0.000855592 0.000807424 0.000789778 0.000826951 0.000852659 0.000870009 0.00113042 0.00079806 0.000757252 0.000712179 0.00130746 0.00128443 0.00095126 0.00105318 0.00081277 0.000735952 0.00112453 0.000980319 0.000963779 0.000902264 0.000637228
threshold=-1.0000000180025095e-35 0.16946000000000003 -0.11466499999999999 -0.0066799999999999993 0.088235000000000022 0.092615000000000017 0.10076500000000001 0.24789500000000006 0.088055000000000008 -0.40698999999999991 -0.083859999999999976 -1.0000000180025095e-35 -0.49405499999999997 0.10637000000000001 0.091530000000000014 0.097845000000000015 -0.24021999999999996 -0.089544999999999986 0.094385000000000011 -0.094929999999999987 0.11346000000000002 -0.060129999999999996 -0.22491999999999998 -0.097174999999999984 -0.0063699999999999989 0.091840000000000019 -0.084074999999999997 -0.077959999999999988 -0.09095499999999998 -0.26677999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 5 6 7 8 9 -5 -11 -12 16 14 17 -16 -13 -14 19 -19 -20 22 -21 -23 27 26 -26 28 -24 -22
right_child=1 -3 3 4 -6 -7 -8 -9 -10 10 11 12 13 -15 15 -17 -18 18 20 21 29 23 24 -25 25 -27 -28 -29 -30 -31
leaf_value=0.0013463225949155745 -0.00087969571398981681 0.001346358179993841 -0.001099716069823806 -0.00086976376821128968 0.0010639023366448405 -0.0012951421936337102 -0.0013065597904114506 -0.00079612612928162943 0.0013244931318265659 -0.0009584950928497321 -0.00089681438734350884 0.00029134682537815986 -0.00086065272820087563 -0.0010128973097972877 -0.0013317699516176976 0.0002281254274336622 -0.0012610953510472618 -0.001346179725626189 0.00073400175324092576 0.00079660409150255414 0.00049252084010944532 0.0012591472242382839 0.00075121143904506311 5.7613970947542499e-05 -0.00041019870488485206 -0.0008508256278545144 0.00067497653707296356 -0.0013460923518968607 -0.00094824914526227093 -0.00086355582960907795
leaf_weight=0.0013096157979011194 0.0026479866165463042 0.0010694313947965375 0.0016045616501685336 0.0019066949035257954 0.0019671669010361539 0.0011444771465352046 0.0010949197963805437 0.0022976255065620945 0.0012299873107339812 0.0013927467489729386 0.0014435063858257982 0.0010036604799097404 0.0010657000655100992 0.0010885863986231916 0.0014951054422487333 0.0019253762771844762 0.0014910404566101784 0.0010250768691122394 0.010952851401089703 0.0028789478044472889 0.001051732654815396 0.0025456959067469143 0.0012612186160723127 0.0017015836219798344 0.0021573811544206411 0.001765497495711088 0.0050106441369371073 0.0017145138456804371 0.0010265768336319425 0.001557132319479849
leaf_count=86 168 21 29 188 52 115 153 163 47 43 53 5 25 26 101 116 112 38 299 29 20 31 38 60 268 190 198 299 82 66
internal_value=0 -5.00853e-05 -7.52064e-05 -3.77016e-05 -6.82821e-06 -4.63994e-05 -1.89598e-05 8.68972e-06 4.66671e-05 1.35515e-05 5.05228e-05 8.23445e-05 0.000115432 0.000162068 0.000194751 -0.000453711 -0.000636522 0.000256856 0.000291228 0.00013648 0.000531846 0.000212237 6.03524e-05 0.000777778 -0.000103505 0.000111376 0.000348368 -0.000583139 -1.13685e-05 -0.00031687
internal_weight=0 0.0605174 0.059448 0.0568 0.0551954 0.0532283 0.0520838 0.0509889 0.0486913 0.0474613 0.0455546 0.0441618 0.0427183 0.0402236 0.039135 0.00342048 0.0024947 0.0357146 0.0346489 0.0210871 0.0135617 0.0200621 0.0158148 0.00424728 0.0129358 0.00893352 0.00716803 0.00400231 0.0022878 0.00260886
internal_count=3121 3035 3014 2846 2817 2765 2650 2497 2334 2287 2099 2056 2003 1886 1860 217 117 1643 1618 1233 385 1195 1104 91 1075 656 466 419 120 86
is_linear=0
shrinkage=0.00134594


Tree=1276
num_leaves=19
num_cat=0
split_feature=128 124 484 15 11 3 457 160 50 133 2 0 15 47 13 160 0 3
split_gain=0.00018667 0.00015275 0.000189845 0.000194248 0.00016888 0.000195575 0.000164077 0.000220174 0.000265793 0.000308464 0.000329694 0.000364817 0.000233243 0.000299863 0.000503546 0.000210116 9.92319e-05 6.06247e-05
threshold=0.086435000000000012 -0.043384999999999993 -0.0068949999999999992 -0.15914499999999995 0.079915000000000014 -0.11255999999999998 -0.0029299999999999994 -0.082869999999999985 0.088280000000000011 -0.088669999999999985 0.11411 -0.10607499999999999 0.088495000000000018 0.09550500000000002 -0.082014999999999991 0.085045000000000023 0.041630000000000007 0.095270000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 17 5 16 -7 -8 9 -9 11 15 13 14 -13 -11 -5 -4
right_child=-2 2 3 4 -6 6 7 8 -10 10 -12 12 -14 -15 -16 -17 -18 -19
leaf_value=0.0012544932468678109 -0.0019135729332628785 -0.0015716121862235015 0.0020209311168473418 4.8864872738680171e-05 -0.0018548272866768503 -0.0017205805830153198 -0.0016987909850340592 -0.0023063814021156061 0.0021756874714114042 0.0027969278283490433 -0.0019021049571770225 0.00058618386864743002 0.0015973585528320569 0.0012616411336351201 -0.0027508045252982809 0.00030836082958878112 0.0018212337299009563 0.00053315547107939739
leaf_weight=0.001932270094060772 0.0010049075035702395 0.001530359224286181 0.0011518382065434608 0.001030375692280921 0.0010208996319123189 0.0012669005229202215 0.0014373061171972798 0.0011024639244477394 0.0011664164726088453 0.0017083095399685879 0.0013249730496327503 0.001663972828942927 0.0012536588600089438 0.0013226247600757191 0.0019664850288434576 0.0011193581259156815 0.0016189055240163341 0.0010377441816404875
leaf_count=247 207 468 157 68 125 130 319 223 156 58 133 132 167 49 313 41 48 80
internal_value=0 4.94356e-05 -5.30393e-05 5.66217e-05 -8.84679e-05 1.18158e-05 -0.000181725 -4.31182e-05 0.000145325 -6.12953e-05 0.000177631 0.000482642 -0.000122899 -0.000558308 -0.00122134 0.00181181 0.00113191 0.00131581
internal_weight=0 0.0246549 0.0227226 0.0211922 0.0190027 0.0179818 0.0153325 0.0140656 0.0126283 0.0114618 0.0103594 0.00903441 0.00620674 0.00495308 0.00363046 0.00282767 0.00264928 0.00218958
internal_count=3121 2914 2667 2199 1962 1837 1721 1591 1272 1116 893 760 661 494 445 99 116 237
is_linear=0
shrinkage=0.0044645


Tree=1277
num_leaves=19
num_cat=0
split_feature=1 0 2 0 3 50 4 159 3 51 2 133 13 4 52 2 0 16
split_gain=0.000158271 0.000236971 0.000177249 0.000292326 0.000255521 0.000166759 0.000158089 0.000147377 0.000205786 0.000212169 0.000228043 0.000223195 0.000180373 0.00013012 0.000266414 0.000130617 8.25891e-05 6.04848e-05
threshold=0.104035 -0.019414999999999998 1.0000000180025095e-35 -0.10324499999999999 0.11924500000000002 0.088425000000000017 0.071150000000000005 0.091005000000000016 -0.11255999999999998 -0.010009999999999998 0.10855000000000002 -1.0000000180025095e-35 0.14871000000000004 -1.0000000180025095e-35 0.090245000000000006 0.089775000000000008 -0.084044999999999995 -0.45661999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 3 -2 17 7 -6 8 12 -10 11 -11 -1 14 16 -15 -13 -4
right_child=1 -3 4 -5 6 -7 -8 -9 9 10 -12 13 -14 15 -16 -17 -18 -19
leaf_value=0.0018247156826733946 0.000989646591693886 0.0020544024017044612 0.0007886156899328642 -0.001615960207775042 0.00059469966195939839 -0.0015819107534044106 -0.0013437149825903526 -0.0015090223674626667 -0.0019685255260955669 -0.0014824135093469363 -0.0018062985665840529 0.00090192083234384398 -0.00031549754449076067 -0.0010053835166386989 -0.00054140674581661401 0.00061764444718174734 0.0023919474320617026 0.0020389046343227261
leaf_weight=0.0016294468265583015 0.0011244175692102232 0.0012159043286866797 0.0011101381789622175 0.0018831144769637653 0.0015520653456846389 0.0014452672095970334 0.0012356238814952292 0.0011796427871480506 0.0010837355809252833 0.0011667956955597773 0.0010998025771522544 0.0011041358508261405 0.0010645231920625164 0.0015659462649533166 0.0012986030945956184 0.0016811746211580214 0.0013543020251822746 0.0014709301430534385
leaf_count=131 34 155 73 147 72 465 80 205 319 523 99 143 43 76 183 103 140 130
internal_value=0 0.000386245 0.000144095 -0.000641809 0.000584352 -0.000273227 -0.000264489 -0.000140293 -1.65539e-05 -0.000275574 -7.76704e-05 0.000155001 0.00097901 0.000427772 0.000940152 -0.000165072 0.00172275 0.00150115
internal_weight=0 0.00959219 0.00837629 0.00300753 0.00536876 0.0156734 0.00278769 0.0142281 0.0130485 0.0103545 0.00927076 0.00817096 0.00269397 0.00700416 0.00375704 0.00324712 0.00245844 0.00258107
internal_count=3121 691 536 181 355 2430 152 1965 1760 1586 1267 1168 174 645 466 179 283 203
is_linear=0
shrinkage=0.00404364


Tree=1278
num_leaves=31
num_cat=0
split_feature=31 151 4 150 158 1213 14 448 480 41 1456 42 43 4 376 42 15 16 49 15 49 133 2 49 43 1 47 4 0 42
split_gain=0.00116755 0.000846146 0.00112894 0.00104502 0.000938477 0.000875971 0.000775785 0.000758823 0.000761114 0.000653046 0.000680686 0.000650668 0.000755665 0.00122886 0.00101283 0.000750993 0.00074805 0.000658349 0.000639771 0.00059591 0.0012325 0.000679788 0.000734749 0.000605418 0.000594956 0.000675268 0.000594393 0.000478154 0.000483734 0.000380606
threshold=-1.0000000180025095e-35 -0.5145249999999999 0.27834500000000006 -0.22665999999999997 0.094245000000000009 -0.082704999999999987 -0.46885499999999997 -0.083859999999999976 1.0000000180025095e-35 0.078570000000000015 -1.0000000180025095e-35 -0.0060199999999999993 -0.50216499999999986 -0.51843499999999987 0.048375000000000008 -0.084624999999999992 -0.095869999999999983 -0.36241499999999999 -1.0000000180025095e-35 0.090615000000000015 -1.0000000180025095e-35 0.084415000000000018 0.10222000000000002 -0.079429999999999987 -0.27207999999999993 0.090405000000000013 0.10954500000000002 0.25615500000000008 -0.10224499999999999 0.088915000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 5 -5 -4 -7 9 10 -9 15 -13 -14 16 18 27 -18 -12 21 -21 23 -23 -19 -20 -26 -8 28 -15 -25
right_child=1 2 6 4 -6 7 26 8 -10 -11 11 12 13 14 -16 -17 17 19 24 20 -22 22 -24 29 25 -27 -28 -29 -30 -31
leaf_value=0.0012939703020992325 -0.0011834711307334854 0.00108002497844332 -0.00032829861092220186 -0.0012937362322578076 -0.0012340321192699539 -0.0011791120261648283 0.00096798097140938415 -0.00096427679769986029 -0.0010967392440529797 -0.00099886816335152022 -0.0010142728687079351 0.0010120723004060314 -0.0012032154661740975 -0.00084296083527972898 0.0012939211316649022 -0.0012238405630803485 -0.00038601445949884973 -0.00017832239757304967 -0.00051763236592259297 0.00032508405053884081 -0.0012938111497221262 -0.0010763200639282151 0.00044953015709364919 0.00072855282615798256 -9.2499056729188767e-05 0.0011087131140821438 -0.00013847498272039096 0.00036001048684606538 3.0343225696359914e-05 7.6920790061593271e-05
leaf_weight=0.0011016688234182217 0.0010827111829314609 0.0012267069897120555 0.0015082590232395887 0.0010030901510029713 0.0012531058520782725 0.0010096034692708136 0.0038357918982749864 0.001160792964457035 0.001119093306175766 0.0010995064304353255 0.0010968429392228529 0.0015208244340101365 0.0012037899292920316 0.0029161439518077259 0.0012009557116812166 0.001237997078541885 0.0028557175473426918 0.001845933574735171 0.0018080367444923695 0.0024790417219264782 0.0011531518047709346 0.0010173516870937158 0.0010984034881493798 0.0092028893612417229 0.0018732616745884556 0.0013460098434663337 0.0010309611071788183 0.0013143814538807419 0.0016690934539447212 0.0017922575505244795
leaf_count=86 50 15 36 255 197 38 229 180 220 79 37 14 26 43 54 298 53 53 37 31 177 177 39 274 190 25 24 13 75 96
internal_value=0 -5.13544e-05 -2.8174e-05 -9.81607e-05 -0.000130082 -9.86587e-05 0.00048236 -7.07939e-05 -4.41593e-05 -1.53535e-05 1.18217e-05 4.11509e-05 0.000122616 7.71453e-05 0.00013114 -0.000304863 8.00706e-05 0.000192301 -0.000119091 0.000281144 -0.000188884 0.000395288 -0.000284168 0.000507238 7.62168e-05 0.00040974 0.000733592 -0.000327879 -0.000525065 0.000622334
internal_weight=0 0.0539617 0.052879 0.046504 0.0452773 0.0440242 0.00637501 0.0430211 0.0420115 0.0408924 0.0397929 0.0386321 0.0312699 0.0297491 0.0285453 0.00736215 0.0273444 0.0214447 0.00612415 0.018589 0.00363219 0.0149568 0.00211576 0.0128411 0.00502731 0.00321927 0.00486675 0.00589962 0.00458524 0.0109951
internal_count=3121 3035 2985 2696 2681 2484 289 2229 2191 1971 1892 1712 1125 1111 1085 587 1031 900 289 847 208 639 216 423 252 215 253 131 118 370
is_linear=0
shrinkage=0.00129368


Tree=1279
num_leaves=20
num_cat=0
split_feature=403 52 39 12 47 51 40 13 474 160 42 42 15 151 0 0 4 160 160
split_gain=0.000148003 0.000157307 0.000256573 0.000250026 0.000210763 0.000199481 0.000167268 0.000212327 0.000179838 0.000424392 0.000222405 0.000324822 0.000299042 0.000290749 0.000308138 0.000269008 0.000203589 0.000194981 0.00015463
threshold=-1.0000000180025095e-35 -0.24456499999999998 0.085220000000000004 -0.093619999999999995 0.11926500000000002 -0.26677999999999996 -0.081174999999999983 -0.23438999999999996 0.084660000000000027 -1.0000000180025095e-35 0.088060000000000013 0.091955000000000023 0.090615000000000015 -0.0083949999999999979 -0.10607499999999999 -0.084269999999999984 -0.084134999999999988 -0.095794999999999977 0.084770000000000026
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 5 4 -4 6 -2 -3 -8 9 17 12 -12 13 -11 18 -16 -17 -9 -15
right_child=1 2 3 -5 -6 -7 7 8 -10 10 11 -13 -14 14 15 16 -18 -19 -20
leaf_value=-0.0015938086381746268 0.00028904082411943075 -0.001804886425186711 2.4334899641162257e-05 0.003573506042824282 -0.0022157109304849392 -0.0027407619816665714 0.0022140233716086101 -0.00073921006986647547 0.0019978150992811623 -0.0016175971439156714 0.003469983849268176 0.00012593875078113022 -0.0025282755837400714 0.0039344883303289464 -0.0017689524097648625 -0.00052330701054141451 0.0027097821844257546 -0.0037376818965002691 0.0011023481956781503
leaf_weight=0.0015504053366297557 0.0012084300994775754 0.0011156305864226104 0.0010189820317565434 0.0011629139797233448 0.0010855508734124433 0.0011705518023085162 0.0014312605322043198 0.0013454016673017932 0.0012667001742470143 0.0016813009008980213 0.0013533971553636457 0.0019255933755879528 0.0011905208792564181 0.0010009652302684887 0.0014971672264840171 0.0010460748201435166 0.0010863984183768875 0.0010616170250032928 0.0011151465165042396
leaf_count=756 58 40 72 207 65 281 118 280 199 107 67 158 97 37 151 51 100 244 33
internal_value=0 7.42495e-05 0.0002162 0.00191598 2.30632e-05 -0.00120174 0.000157207 0.000285958 0.000108725 -5.85691e-05 0.00034672 0.00150619 -9.44581e-05 0.000295671 0.000855525 -6.94098e-05 0.00112381 -0.00206169 0.00244201
internal_weight=0 0.0237636 0.0213846 0.0021819 0.0192027 0.00237898 0.0181172 0.0170015 0.0155703 0.0143036 0.0118966 0.00327899 0.00861757 0.00742705 0.00574575 0.00362964 0.00213247 0.00240702 0.00211611
internal_count=3121 2365 2026 279 1747 339 1682 1642 1524 1325 801 225 576 479 372 302 151 524 70
is_linear=0
shrinkage=0.00523088


Tree=1280
num_leaves=20
num_cat=0
split_feature=1 0 2 15 47 12 3 1 12 48 16 16 15 16 43 43 4 15 16
split_gain=0.000141571 0.000305351 0.00019807 0.000194189 0.000309314 0.000304176 0.000267957 0.000231008 0.000215928 0.000218514 0.000419796 0.000400805 0.000321365 0.00018758 0.000488851 0.000161691 0.000141184 5.71844e-05 1.76228e-05
threshold=0.077565000000000009 -0.087634999999999977 0.13754500000000003 0.035560000000000008 0.087235000000000021 0.088305000000000008 0.10893000000000001 0.10781 -0.010834999999999999 0.086035000000000014 -0.092484999999999984 -0.079504999999999978 -0.0088349999999999974 0.19444000000000003 -0.092909999999999979 -1.0000000180025095e-35 -0.082109999999999975 -0.070929999999999979 0.38525000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 15 3 4 8 -5 7 -6 -2 11 -11 -10 -13 14 -3 -1 -16 -9 -15
right_child=2 13 -4 5 6 -7 -8 17 9 10 -12 12 -14 18 16 -17 -18 -19 -20
leaf_value=-0.0034271698219646438 0.002862046510442611 -0.0032173255902282617 0.0019815276956682676 -0.0031571872858483659 -0.0012703711011229309 0.00027363746402914586 -0.0026014608270022947 0.00026987588526889133 0.0031805684629453456 -0.0029352430438448662 0.0012150799649754045 -0.0013486761226646367 0.0018849108698557589 0.00072504069875864929 0.0016666424343989969 -0.00081651934071605046 -0.00065023464667316095 0.0018487815705805126 0.0016057931612153088
leaf_weight=0.0010712492770530435 0.001132027313138829 0.0011627229288055929 0.0013801880669923597 0.001041636585950024 0.0018190729176721385 0.0014347549312284658 0.0012107445559550456 0.0010555520774886418 0.0015605526723820881 0.001022819806280495 0.0012831432204922777 0.0015578464997885186 0.001330995661929177 0.0010399456995897616 0.0013137381811054449 0.0011475072224387262 0.0011535571833804492 0.0010876860005168965 0.0010830730421077517
leaf_count=377 208 161 160 134 123 251 41 58 105 34 58 96 175 63 256 125 532 42 122
internal_value=0 -0.00055402 0.000227111 7.126e-05 0.000306513 -0.00116946 -0.000611793 -3.81994e-06 0.000908797 0.000581482 -0.000625814 0.00120718 0.000141156 3.33363e-05 -0.000633994 -0.00207698 0.000583412 0.00107117 0.00117436
internal_weight=0 0.00797179 0.016917 0.0155368 0.0130604 0.00247639 0.00517306 0.00396231 0.00788739 0.00675536 0.00230596 0.00444939 0.00288884 0.00575304 0.00363002 0.00221876 0.0024673 0.00214324 0.00212302
internal_count=3121 1636 1485 1325 940 385 264 223 676 468 92 376 271 1134 949 502 788 100 185
is_linear=0
shrinkage=0.00483252


Tree=1281
num_leaves=31
num_cat=0
split_feature=31 14 151 4 150 158 41 1429 1213 1374 16 47 14 156 483 48 123 124 457 124 47 47 43 13 12 3 130 49 43 16
split_gain=0.00110433 0.000942127 0.000883791 0.00097741 0.00090926 0.000905118 0.000742798 0.000650166 0.000984056 0.00055741 0.00053877 0.00059027 0.000717786 0.000506115 0.000616862 0.000709841 0.00059437 0.000983128 0.000523664 0.000523558 0.000573262 0.0010449 0.000501321 0.000713669 0.000625623 0.000578662 0.000448362 0.000462362 0.000464436 0.000684575
threshold=-1.0000000180025095e-35 0.076175000000000007 -0.5145249999999999 0.27834500000000006 -0.22665999999999997 0.094245000000000009 0.079300000000000009 0.084545000000000009 -1.0000000180025095e-35 -0.094929999999999987 -0.54165499999999989 0.096475000000000019 -0.46885499999999997 0.080810000000000007 0.086230000000000015 0.083685000000000009 0.091600000000000001 0.08919500000000001 -0.0029299999999999994 -1.0000000180025095e-35 0.09550500000000002 0.086785000000000015 0.016310000000000002 -0.117405 0.090020000000000017 0.12178000000000001 -0.0015749999999999998 -1.0000000180025095e-35 -0.17390999999999998 -0.083134999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 -4 6 7 8 -6 -10 -5 12 -12 14 15 16 17 19 -17 -11 21 22 25 -24 -25 26 -21 -28 -29 -30
right_child=1 -3 3 10 5 -7 -8 -9 9 13 11 -13 -14 -15 -16 18 -18 -19 -20 20 -22 -23 23 24 -26 -27 27 28 29 -31
leaf_value=0.0014286507066245014 -0.0013362158589466894 -0.0010404923270788283 0.0011858942611890644 0.0014284397183607965 -0.0014283720735247824 -0.0013550600586041831 -0.0011883627927263623 0.00077362930645155366 -0.0007543842585228729 -0.00089135689200193504 -0.00023425331330481015 -0.00060238819643122635 0.0010535970167127359 -0.00070312339027321907 -0.0010374359163672824 -0.00038683344458921766 -0.0011203006077837761 0.001242928697960049 0.00058539294701708152 -0.00081109409698601519 0.00058774126353306464 -0.0014286355077874201 0.0014014216385566341 0.00070344610254504758 -0.000757699018924993 -0.0011407480609624833 -0.00053589016559691934 0.00087728614598886782 0.00067222347278421575 -0.00042011532896937928
leaf_weight=0.0010347411903324213 0.0010246139182754624 0.0019308671221009979 0.0011399496357853414 0.0011339658905979988 0.0010715097092994777 0.0011527987499243544 0.0011788341026033313 0.0019166430473709353 0.0020941861605194836 0.001484392701769365 0.0013682125350840124 0.0010695833139022781 0.0024892154002418279 0.001940969362882016 0.0010332924494891307 0.0013393812655939641 0.0010105321043738505 0.0012251354523584715 0.0072384024524385637 0.0013716484126757864 0.0027837968651782665 0.0011460816325552505 0.0011158108088125118 0.0012761178248741354 0.001124757926412201 0.0011077394080984968 0.0019883091986159247 0.001763839666281795 0.0019651858032938441 0.0028943549667732726
leaf_count=86 49 100 15 51 410 176 63 179 28 23 36 22 176 252 179 53 14 10 246 118 61 22 14 41 111 11 92 26 98 359
internal_value=0 -6.17061e-05 -2.3487e-05 4.28899e-06 -7.2466e-05 -0.000107263 -7.13653e-05 -3.75087e-05 -7.95545e-05 -3.93007e-05 0.000540774 0.000336475 0.000596802 4.99183e-06 4.81196e-05 8.44964e-05 -5.00368e-05 8.65793e-07 0.000433584 -7.51352e-05 -9.77669e-06 -0.000115362 -1.23261e-05 0.000457582 1.89315e-05 -0.000161322 -5.26455e-05 6.81583e-05 0.000249491 2.16237e-05
internal_weight=0 0.0513801 0.0494493 0.0484246 0.0423637 0.0412237 0.0400709 0.0388921 0.0369754 0.0359039 0.00606098 0.00492701 0.00385743 0.0338097 0.0318688 0.0308355 0.0222577 0.0212472 0.00857778 0.020022 0.0185376 0.0157538 0.0146078 0.00351669 0.00240088 0.0110911 0.00998334 0.00861169 0.00662338 0.00485954
internal_count=3121 3035 2935 2886 2601 2586 2410 2347 2168 1758 285 234 212 1730 1478 1299 1000 986 299 976 953 892 870 166 152 704 693 575 483 457
is_linear=0
shrinkage=0.00142833


Tree=1282
num_leaves=31
num_cat=0
split_feature=31 151 4 150 158 375 0 403 16 480 1213 38 122 14 14 376 160 4 0 13 131 16 1373 12 1 42 15 15 0 4
split_gain=0.00115253 0.000888297 0.00111355 0.00110353 0.000870967 0.000797076 0.000732161 0.000937045 0.000823188 0.000687503 0.000633229 0.000635084 0.000660699 0.000619845 0.000618854 0.00058546 0.000791037 0.000604781 0.000730189 0.000685635 0.000777045 0.000957951 0.000628656 0.000507125 0.00155466 0.000883777 0.001136 0.000917915 0.000587044 0.00137842
threshold=-1.0000000180025095e-35 -0.5145249999999999 0.27287000000000006 -0.22665999999999997 0.094245000000000009 0.087420000000000012 0.15398500000000004 -0.092474999999999988 0.24134000000000003 1.0000000180025095e-35 -0.080769999999999995 0.091770000000000004 0.086040000000000019 0.076175000000000007 -0.46885499999999997 0.048375000000000008 -0.098904999999999979 -0.46376499999999993 -0.019414999999999998 -0.28558999999999996 0.10033500000000002 0.25792000000000009 0.075690000000000021 0.092355000000000007 0.11588000000000001 0.088200000000000014 0.091915000000000011 -0.095869999999999983 -0.10011499999999998 -0.029144999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 5 6 7 -5 -8 10 -9 12 13 15 -4 16 -12 -18 19 -19 21 22 23 25 -25 26 27 -21 -29 -30
right_child=1 2 14 4 -6 -7 8 9 -10 -11 11 -13 -14 -15 -16 -17 17 18 -20 20 -22 -23 -24 24 -26 -27 -28 28 29 -31
leaf_value=0.0015772722535658417 -0.0014639654543588002 0.0013231427809469742 -0.00026800535067184506 -0.0015770270527976963 -0.0014793868934515487 -0.0014837003615324139 -0.00017591560393618181 -0.0012331943924429097 0.0013377853455163761 -0.0013657778565232417 -0.001011595772123662 -0.0012651144976823722 -0.0012612621832590917 -0.00095846428371189124 0.00086488350959919064 0.0010467612362594794 -0.0011036560976912726 0.0010756110603743802 0.00092591107494120544 -0.00061947809716996101 0.0012597627145744074 -0.001577110047854166 -0.0011808473924593979 -0.0014713602659927635 0.00063848329579381101 0.0008262697471982819 -0.0015772202714830989 0.00075139805936494473 0.0005083397697823607 -0.0015747818900954994
leaf_weight=0.0010929761405715768 0.0010955512338384201 0.0012888298485904661 0.0015930622104356473 0.0011111379750357022 0.0012051933098704551 0.0010407364217144268 0.0017518649264331989 0.0011308148394775222 0.0018234055669381632 0.0010499404797925651 0.0016857523614666184 0.0010129874186759471 0.0010000638492329008 0.0014791386902803785 0.0048494337274833646 0.0015023953693535921 0.0010021692678918578 0.0015501190903393072 0.0026788544012674989 0.0031122192348007486 0.0011453062123933924 0.0010044363847692131 0.0010675563965989445 0.0018605188384794849 0.0016290135087615454 0.0039538662035916152 0.0010761051627525839 0.0047550796727193574 0.002833797476307502 0.0010953017138298025
leaf_count=86 50 15 37 348 196 29 35 242 10 194 210 21 12 61 264 62 116 53 40 89 53 151 35 188 22 88 29 57 176 152
internal_value=0 -5.86039e-05 -2.9159e-05 -0.000115427 -0.000157038 -0.000120277 -8.67408e-05 -0.000149763 0.000596079 -0.000107614 -7.14967e-05 -3.44343e-05 1.77259e-06 3.95546e-05 0.000584749 8.57547e-05 3.83391e-05 9.98712e-05 0.000143317 5.97368e-05 -7.17827e-06 -7.19917e-05 -1.29235e-06 6.06907e-05 -0.000486425 0.000174154 -2.61471e-05 0.000115347 0.000378692 -7.2365e-05
internal_weight=0 0.0533847 0.0522891 0.0458466 0.0445578 0.0433526 0.0423118 0.0387366 0.00357527 0.0376254 0.0365755 0.0354447 0.0344317 0.0334316 0.0064425 0.0319525 0.0304501 0.0287643 0.0277622 0.0250833 0.0235332 0.0223879 0.0213835 0.0203159 0.00348953 0.0168264 0.0128725 0.0117964 0.00868418 0.0039291
internal_count=3121 3035 2985 2684 2669 2473 2444 2399 45 2051 1857 1615 1594 1582 301 1521 1459 1249 1133 1093 1040 987 836 801 210 591 503 474 385 328
is_linear=0
shrinkage=0.00157699


Tree=1283
num_leaves=31
num_cat=0
split_feature=31 14 457 1213 33 10 1375 151 150 1456 4 14 11 43 4 0 160 38 1374 48 2 1213 52 47 16 16 3 15 51 51
split_gain=0.00120184 0.000842976 0.00063989 0.000613348 0.000625484 0.000647083 0.000602681 0.000608032 0.000701217 0.000733166 0.000649266 0.000869281 0.000566111 0.000561782 0.00128864 0.000718832 0.0007906 0.000792839 0.000665531 0.000802102 0.000697799 0.000597457 0.000605719 0.000675783 0.00059596 0.00107122 0.000610182 0.000487772 0.000407447 0.000328662
threshold=-1.0000000180025095e-35 0.076175000000000007 -0.15747999999999998 -0.080769999999999995 -0.0066799999999999993 -1.0000000180025095e-35 0.079730000000000009 -0.40381499999999992 -0.093459999999999988 -1.0000000180025095e-35 0.27287000000000006 -0.46885499999999997 0.080455000000000013 -0.50775499999999985 -0.51843499999999987 0.15398500000000004 -0.22361499999999998 1.0000000180025095e-35 -0.094929999999999987 0.089025000000000007 0.10803500000000001 0.039620000000000009 -0.11592499999999999 0.13082500000000002 -0.0007049999999999999 -0.078844999999999985 -0.08824499999999999 0.083935000000000023 0.081440000000000026 0.045645000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 -5 -6 7 -7 -9 -10 12 -12 13 -11 -15 16 -16 18 -18 20 21 22 23 -20 25 26 -24 28 -28 -21
right_child=1 -3 3 4 5 6 -8 8 9 10 11 -13 -14 14 15 -17 17 -19 19 29 -22 -23 24 -25 -26 -27 27 -29 -30 -31
leaf_value=0.0014863399111770487 0.0010695229821390195 -0.0010590950033708888 -0.00112533491647246 -0.001139941150486685 0.0010523787985344609 -0.0010134877165042311 -0.0011064794027626776 0.0010310117945690046 -0.0010853548858604097 0.00082740555490358155 -0.00036131476454299315 0.0011068043017733108 -0.0010768967815795504 -0.0014863102833659982 -0.0012166355367578007 0.00092479831735383321 -0.00089802018726214267 -0.0011875644601312858 -0.0014186348466967756 0.00033057893389301256 -0.00090252727604721121 -0.0010094026532889546 -0.00027042330928541368 0.00017401833964343969 0.0010405279256586709 -0.00096209589515038139 -0.00037766465763188547 0.001056724733592808 0.00080545094960721186 0.0011475882322366713
leaf_weight=0.0011158799675112787 0.0011318030550953031 0.0018432023226164765 0.0011664041711918474 0.0010978884778509715 0.001243146203965039 0.0012771168519805079 0.0011292205495863064 0.0014818720519258468 0.0013526153602521065 0.0016937818060718248 0.0013625984295480009 0.0025712159249882119 0.0011264512283943864 0.0013214420280931337 0.001216854318498938 0.0017967672853771424 0.0014556789008253182 0.0011575847728941815 0.00102144477204679 0.0023600129103780168 0.0017261961198800071 0.0010072023159970475 0.0022416697672133909 0.0013874897158530075 0.0020684140538094536 0.0015668685820793291 0.0013765348105008179 0.0029864514236308537 0.0012059141292848352 0.0020162097273015434
leaf_count=86 34 100 319 29 79 53 133 38 228 35 35 194 97 31 175 25 35 31 135 126 156 221 107 8 69 255 70 141 23 53
internal_value=0 -7.43027e-05 -3.35552e-05 -6.23118e-05 -3.29637e-05 -3.42994e-06 -3.6319e-05 -5.15612e-06 2.91829e-05 -1.20333e-05 2.98452e-05 0.000598276 -4.29138e-05 -3.57346e-06 -5.39984e-05 1.71797e-05 -4.8592e-05 1.16912e-05 7.36107e-05 0.000141077 -8.22043e-06 9.56519e-05 0.000175986 -0.000501304 0.000318531 0.000159278 0.000384235 0.000647757 0.000174809 0.000706991
internal_weight=0 0.0463901 0.0445468 0.043415 0.0422486 0.0411508 0.0399076 0.0387784 0.0375013 0.0360194 0.0346668 0.00393381 0.030733 0.0296065 0.0279127 0.0265913 0.0247945 0.0235777 0.0224201 0.0209644 0.0165882 0.014862 0.0138548 0.00240893 0.0114459 0.00937744 0.00781057 0.0055689 0.00258245 0.00437622
internal_count=3121 3035 2935 2901 2582 2553 2474 2341 2288 2250 2022 229 1793 1696 1661 1630 1605 1430 1399 1364 1185 1029 808 143 665 596 341 234 93 179
is_linear=0
shrinkage=0.00148603


Tree=1284
num_leaves=21
num_cat=0
split_feature=13 13 1 0 12 15 132 4 1374 457 1 47 47 16 42 0 16 16 16 0
split_gain=0.000152896 0.000367245 0.000247939 0.000256014 0.000267512 0.000374679 0.000253638 0.000312088 0.000239989 0.000450335 0.000195708 0.00027367 0.000204181 0.000267861 0.000154266 0.000151395 0.000127541 0.000242341 0.000113132 8.77072e-05
threshold=-0.53104499999999988 -0.43167499999999998 1.0000000180025095e-35 -0.087634999999999977 0.092355000000000007 0.035560000000000008 0.081240000000000021 -0.010655 -0.094929999999999987 0.060310000000000009 0.111945 0.13148500000000005 0.09585500000000001 -0.056919999999999991 0.080840000000000009 -0.10324499999999999 -0.007794999999999999 0.071345000000000006 -0.079734999999999986 -0.10324499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 5 14 7 16 -9 10 12 19 13 15 -5 -10 18 -18 -4 -12
right_child=1 2 6 4 -6 -7 -8 8 9 -11 11 -13 -14 -15 -16 -17 17 -19 -20 -21
leaf_value=-0.0018313552043613796 0.002705961044471958 -0.0023395724328835331 -0.00073209163645563573 0.00037136423858567536 -0.0022145722783891235 0.002173864579384678 0.0023507172994395543 -0.001662649774036216 0.00010748585955347234 0.0034513307551357611 0.0026285240607293995 -0.0007640835333422003 -0.0020645393264331498 -0.0014888884408399876 -0.0022030201713879784 0.0025479762832828034 0.0015022951087739398 -0.001540783631488395 -0.0029699973904798757 0.00095411827181768707
leaf_weight=0.0010099464249861958 0.001115056838405847 0.001864800684465759 0.0010004074746610137 0.0010379021929844984 0.0011931657099721882 0.0015081805028243078 0.0011781037478177927 0.0010460332390849212 0.0012592543837719461 0.0011951538636130197 0.0016382969592934078 0.0012254423039337325 0.0011277223452346163 0.0012818971051942185 0.0010521169110584982 0.0010432576932082327 0.0010179866587538564 0.0013888313410599373 0.0010281711526310966 0.0012289453884952711
leaf_count=36 61 477 129 75 424 427 124 29 53 75 71 29 77 96 192 30 110 227 201 178
internal_value=0 4.97727e-05 -7.72578e-05 -0.00085019 -0.000270521 0.000374127 0.000231561 7.02971e-05 0.000496553 0.000722413 0.000351994 0.00110991 -0.00030629 0.000246888 -0.000924582 0.00121326 -0.000991259 -0.000253684 -0.00186636 0.00191085
internal_weight=0 0.0244307 0.0233157 0.00665617 0.00479137 0.0035982 0.0166595 0.0154814 0.011046 0.00999997 0.00880482 0.00409268 0.00471213 0.00358441 0.00209002 0.00230251 0.0044354 0.00240682 0.00202858 0.00286724
internal_count=3121 3085 3024 1595 1118 694 1429 1305 638 609 534 278 256 179 267 83 667 337 330 249
is_linear=0
shrinkage=0.00473777


Tree=1285
num_leaves=31
num_cat=0
split_feature=39 42 151 31 33 9 1456 4 40 11 1213 133 1374 156 2 15 43 4 15 1374 14 0 16 159 16 16 52 1 12 15
split_gain=0.00122987 0.00118077 0.00109188 0.00102918 0.000915998 0.000982755 0.000936912 0.000672877 0.000743932 0.000766677 0.000695362 0.000609538 0.00064531 0.000571927 0.00070972 0.000844119 0.000923837 0.00100691 0.000815457 0.000786086 0.000526817 0.00051918 0.000585659 0.00114919 0.000909722 0.00082257 0.000445374 0.000439795 0.000365926 0.000315003
threshold=0.16946000000000003 -0.11466499999999999 -0.5145249999999999 -1.0000000180025095e-35 -0.0066799999999999993 0.088235000000000022 -1.0000000180025095e-35 0.27287000000000006 0.097265000000000018 0.080455000000000013 -0.080769999999999995 0.18829500000000002 0.087855000000000016 0.096630000000000008 0.10882500000000002 -0.11713499999999999 -0.17390999999999998 -0.49405499999999997 0.15614500000000003 -0.094929999999999987 -0.46596499999999991 -0.23001499999999997 0.0065250000000000004 0.08154500000000002 -0.083134999999999987 -0.014034999999999997 0.090245000000000006 0.087325000000000014 0.090020000000000017 -0.15914499999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 -5 6 -6 8 9 10 -8 12 13 14 15 -12 -17 -18 -16 -19 -9 -21 23 24 26 -26 28 -24 -23 -22
right_child=-2 2 3 4 5 -7 7 20 -10 -11 11 -13 -14 -15 18 16 17 19 -20 21 29 22 27 -25 25 -27 -28 -29 -30 -31
leaf_value=-0.00094485092118772322 0.0013463339283220853 -0.0012482079544206891 0.0013462300742840239 -0.0011040792449179201 -0.00099651679094829929 0.0010161873805713043 -0.0010028045922365588 -0.00024792272119055327 -0.00095721236966596834 -0.0011015721855682761 -0.00089823669333281841 -0.00083155661318227709 -0.00088115917212273865 -0.00073512648384605654 0.00083802911878661499 0.00096467573609868766 -0.0010383502001608063 -0.00092435336437397776 -0.0004323499537811476 0.0010049928065692505 0.0010526972546713773 0.00083649563874180373 0.00089656789483050778 -0.0013139970963025522 -0.0011063190503996746 0.00030344672910108991 -0.00027096150076988331 -8.9824796832656542e-06 5.9035443418326294e-05 0.00016278549076726773
leaf_weight=0.0026476286191381418 0.00113578439917461 0.0012791277919745872 0.0010247220267636239 0.0013639474480804372 0.0017234054546806368 0.0017101187719210644 0.0011354442737960815 0.0012439134543740238 0.0015507403171284287 0.0011161557103562805 0.001505342603843377 0.0013067565917421744 0.0011528492945993554 0.0012797046884938093 0.004835047450910678 0.0022276564255889709 0.0014282088790480247 0.0011779042801620667 0.0011291089531937359 0.0013770102420309445 0.0023257565202325914 0.0035063051237082931 0.0026682138058371505 0.0011239880220781382 0.0016939591812885468 0.001345176430847049 0.0013701652190030167 0.001527952531339416 0.0015958578037462701 0.0010440251818613069
leaf_count=169 23 48 83 29 270 52 272 38 20 110 97 252 49 111 203 29 53 33 13 14 130 159 96 95 273 132 80 65 56 67
internal_value=0 -6.99336e-05 -2.14403e-05 1.23135e-05 -1.77515e-05 1.58464e-05 -2.45092e-05 1.66827e-05 -4.52503e-05 -4.26186e-06 3.24225e-05 6.8869e-05 0.000106893 0.000145128 0.000184637 7.54221e-05 0.000145076 4.80361e-05 0.000597526 0.000137277 0.000500656 0.000214427 0.000141029 -2.6969e-05 0.000125122 -0.000482331 0.000410356 0.000566829 0.000593321 0.000776985
internal_weight=0 0.0504162 0.0477686 0.0464894 0.0454647 0.0441008 0.0423906 0.0406672 0.0360535 0.0345028 0.0333867 0.0322512 0.0309445 0.0297916 0.0285119 0.0225477 0.0210424 0.0188147 0.00596416 0.0173865 0.0046137 0.0162086 0.0148316 0.0106355 0.00951146 0.00303914 0.00647233 0.00419617 0.00510216 0.00336978
internal_count=3121 3098 2929 2881 2798 2769 2717 2447 2212 2192 2082 1810 1558 1509 1398 1182 1085 1056 216 1003 235 970 956 795 700 405 295 161 215 197
is_linear=0
shrinkage=0.00134594


Tree=1286
num_leaves=21
num_cat=0
split_feature=160 403 0 1 160 51 4 4 3 51 15 52 403 48 4 2 42 47 16 4
split_gain=0.000151379 0.000219405 0.000315132 0.000212007 0.000267046 0.000233927 0.000228799 0.000325219 0.000356033 0.000215252 0.000259979 0.000228102 0.00022235 0.000199694 0.000155783 0.000250244 0.00013296 0.000204341 9.53248e-05 1.2583e-05
threshold=-0.26568499999999995 0.10301500000000001 0.18019500000000002 0.094385000000000011 -0.087429999999999994 0.087505000000000013 -0.064804999999999988 0.033845000000000007 0.11296500000000002 0.045645000000000005 -0.0063699999999999989 0.091820000000000013 0.03138500000000001 0.084855000000000014 -0.013125 0.08622500000000001 -1.0000000180025095e-35 0.10904500000000002 -0.13088499999999997 0.40124500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 5 -5 9 -6 -8 16 10 13 12 14 -2 15 -12 -9 18 -18 -10
right_child=1 -3 -4 4 6 -7 7 8 19 -11 11 -13 -14 -15 -16 -17 17 -19 -20 -21
leaf_value=-0.0016809257148047516 -0.0023502127919406458 -0.0018601606167368522 0.0024590450913651138 0.0025434736541934079 -0.0014221655264934404 -0.0024152873574214122 0.0020861567598363072 -0.00054583662047442082 -0.0018304751874950527 0.0017153443756044451 -0.001031318893647243 -0.0015618342848627187 0.0022604495180419486 -3.0145936292252351e-05 -0.001293642849796525 0.0017694506955555436 0.0026334643035020671 -0.00044262635563704244 0.00087018687890257421 -0.0011410367012390599
leaf_weight=0.0010121421171994651 0.0018641140182611418 0.0011035326912664503 0.0010684671476739451 0.0010599202680303685 0.0013792846295779268 0.0010055574912125618 0.0019194021942636752 0.0012008898864812618 0.0010215136258437951 0.0010099937674397106 0.0010269868515987981 0.001245904494418415 0.001107345763789791 0.0011487157871284959 0.0011728556639933902 0.0015094067824323876 0.0013361568559510668 0.0010717811018179368 0.0010481132594778418 0.0010071929342932995
leaf_count=258 517 200 33 87 183 159 216 52 27 44 378 186 58 193 70 152 119 42 64 83
internal_value=0 4.66789e-05 0.000137366 2.52978e-05 0.000454559 -0.000402159 0.000232804 0.000498075 4.21482e-05 -0.00020144 -0.000414759 0.000107483 0.000539284 -0.00146563 2.54536e-05 0.000635418 0.00070881 0.00114477 0.00185834 -0.00148819
internal_weight=0 0.0243071 0.0232036 0.0221351 0.0110443 0.0110909 0.00998433 0.00860505 0.00668565 0.0100853 0.00907533 0.0060625 0.0048166 0.00301283 0.00370925 0.00253639 0.00465694 0.00345605 0.00238427 0.00202871
internal_count=3121 2863 2663 2630 873 1757 786 603 387 1598 1554 844 658 710 600 530 277 225 183 110
is_linear=0
shrinkage=0.00437696


Tree=1287
num_leaves=31
num_cat=0
split_feature=31 401 156 151 14 33 2 1456 11 2 160 0 40 123 13 13 16 43 3 12 1375 51 1 3 3 43 52 16 15 403
split_gain=0.00147958 0.00103427 0.00102446 0.00102389 0.000970413 0.000925928 0.00113723 0.000866225 0.000711525 0.000827777 0.0010174 0.00117518 0.000999954 0.000792753 0.000839753 0.000691871 0.000785724 0.00156099 0.00113248 0.00163102 0.000837834 0.000669941 0.000593014 0.000777677 0.000696306 0.00100693 0.000540792 0.000507424 0.00066398 0.00120642
threshold=-1.0000000180025095e-35 0.10076500000000001 -1.0000000180025095e-35 -0.5145249999999999 0.076175000000000007 -0.0066799999999999993 -0.0091949999999999983 -1.0000000180025095e-35 0.096970000000000015 0.088225000000000012 0.083670000000000008 -0.13455999999999999 -1.0000000180025095e-35 0.08592000000000001 -0.53104499999999988 -0.42195999999999995 0.15891500000000003 -0.17390999999999998 -0.11255999999999998 0.092355000000000007 0.083585000000000007 -0.076794999999999988 0.13075500000000004 -0.074939999999999993 -0.078934999999999991 -0.084004999999999982 -0.10925999999999998 0.0047850000000000011 -0.074054999999999996 0.092070000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 5 -5 -7 -8 9 10 11 -9 -13 14 -11 -16 18 -18 -17 20 21 -20 23 24 25 -14 -19 28 -23 -30
right_child=1 -3 3 4 -6 6 7 8 -10 13 -12 12 22 -15 15 16 17 26 19 -21 -22 27 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=0.0013463780165143069 -0.0013460166269017486 -0.0013073947948881147 -0.0012532292446279167 -0.0010096071464353123 -0.00089971472197925202 0.00090814249454806181 -0.00091982163508349429 0.0008975392873957689 -0.00098820566196962129 -0.00079659122150737855 -0.0013458716570619244 -0.0013461684730720867 1.5582775527939448e-05 0.0010578911881166495 0.00099441093461894651 0.00094049848204914551 0.00070457486912917284 -0.00025951348315000542 -0.00059109347055272927 -0.0012060848148768065 -0.0007348741553628974 0.00066600428563579701 0.00057738653422711116 -0.0013461148642910255 0.0006704150803769159 -0.0013149018340449764 -0.0013462326855837585 0.0010709114688152394 -0.00035320667020327103 0.0013003344737835356
leaf_weight=0.0014175034399519495 0.0010360053209015332 0.0011530911037436189 0.0011479795370519233 0.0014118957398814294 0.0019562113132778327 0.0029391951872885782 0.0016261194570907902 0.0020085490627934641 0.0011040860721038817 0.0015295872489673448 0.0011993027916603624 0.0012671136339008635 0.0041337783380384109 0.001962734113739816 0.0019803666753830376 0.0038905975016785164 0.0018128772210275201 0.0015352381226865219 0.0012020102424976651 0.0014976889271065543 0.0013731656675108903 0.0053956104578354288 0.0020066076995135526 0.0010079785841230447 0.0016952285482858542 0.0013726247309284734 0.0018047542227117566 0.0020621765925454847 0.0039324232215580809 0.0010032434165054838
leaf_count=86 162 164 50 29 83 79 233 26 35 12 77 17 192 124 37 88 20 161 42 291 51 171 15 76 60 507 41 39 145 8
internal_value=0 -4.54101e-05 -1.98335e-05 4.76286e-06 3.11587e-05 6.56765e-05 9.5246e-05 4.58851e-05 7.94556e-05 0.000105265 -0.000157871 -5.2269e-05 -0.0002184 0.000230038 0.000174046 0.000228054 0.00016856 -0.000300944 0.000287404 0.000133093 0.000267085 0.000368285 -7.85233e-05 -0.000238842 -8.38621e-05 -0.000316078 -0.000846719 0.000461332 0.000339657 -1.71013e-05
internal_weight=0 0.0580482 0.0568951 0.0558591 0.0547112 0.052755 0.0513431 0.0484039 0.0467777 0.0456737 0.0146912 0.0134919 0.0114833 0.0309825 0.0290197 0.0274902 0.0255098 0.00515287 0.0203569 0.0164663 0.0149686 0.0135955 0.0102162 0.00820961 0.00720163 0.0055064 0.00333999 0.0123935 0.0103313 0.00493567
internal_count=3121 3035 2871 2709 2659 2576 2547 2468 2235 2200 970 893 867 1230 1106 1094 1057 222 835 747 456 405 850 835 759 699 202 363 324 153
is_linear=0
shrinkage=0.00134594


Tree=1288
num_leaves=31
num_cat=0
split_feature=31 14 33 2 2 123 1447 1365 160 0 40 11 13 13 1 3 12 16 52 48 1 3 3 43 15 3 15 15 16 150
split_gain=0.00130794 0.00080285 0.00085006 0.000840792 0.000740382 0.000961491 0.00114084 0.000992956 0.000944982 0.00110907 0.00085687 0.00071317 0.00078174 0.000908831 0.000784998 0.00130879 0.000774928 0.000736034 0.000758065 0.000748616 0.000691629 0.000728756 0.000558612 0.00104677 0.000481387 0.00107145 0.000541054 0.000498678 0.000467998 0.000448196
threshold=-1.0000000180025095e-35 0.076175000000000007 -0.0066799999999999993 -0.0091949999999999983 0.088225000000000012 0.08592000000000001 -1.0000000180025095e-35 1.0000000180025095e-35 0.083670000000000008 -0.13455999999999999 -1.0000000180025095e-35 0.089270000000000002 -0.53104499999999988 -0.42195999999999995 0.083345000000000016 0.076840000000000006 0.10061500000000002 0.11346000000000002 -0.07167999999999998 0.14257500000000004 0.13075500000000004 -0.075634999999999994 -0.078934999999999991 -0.084004999999999982 0.035560000000000008 -0.11255999999999998 0.088655000000000025 0.14654000000000003 -0.014754999999999999 0.085825000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 28 8 6 -6 11 9 -5 -11 12 -8 -14 16 -16 24 18 -17 -20 21 22 23 -12 25 -15 -26 -28 -4 -27
right_child=1 -3 3 4 5 -7 7 -9 -10 10 20 -13 13 14 15 17 -18 -19 19 -21 -22 -23 -24 -25 26 29 27 -29 -30 -31
leaf_value=0.0013731911028080786 -0.001122262537445392 -0.00094125801397576081 0.0013036686867546497 0.00077137059337912205 -0.001372954946897883 0.0010108240108664297 -0.00085098054548531045 -0.0012073172442516496 -0.0013728339221867052 -0.0013730619438874713 -3.7096004969161589e-05 -0.00086949027014610091 0.0012459319490552151 0.00037607481034304598 0.0011332731342019178 -0.00030340602976882948 -0.0012213815145374392 -0.00084169031816845239 0.00086107921462047325 -0.00043259706602278609 0.00051488198037644508 -0.0013730148882489922 0.00041985989070005415 -0.0013516660775747661 0.0011351012892103405 -0.0012805741623271865 -0.00047580166172850617 0.00071916405666972111 0.00012838612985932937 -0.00012454689273887537
leaf_weight=0.0012519990568482511 0.001272009577807153 0.0018249528328322375 0.0014249522762925793 0.0020193953408238494 0.0010528186765790251 0.0020143476190179746 0.0013051669697574644 0.0010811572339193267 0.0013487771993880857 0.0013175120129744764 0.0037398887785005143 0.0012706585639712378 0.0015816290835104488 0.0026132197802439727 0.0033635972564116665 0.0026892868960857203 0.0010617274107054273 0.0012623848802384438 0.0041051034456369689 0.0010609545961415279 0.0020597608776142815 0.0011799856556460285 0.0019460518923342107 0.0016433143534340111 0.0012330024464528577 0.0017174942141200489 0.0015347573239479217 0.0011524588458087237 0.0011571338388662858 0.0010002136615145929
leaf_count=86 29 100 52 39 109 128 12 38 91 20 239 65 40 32 160 30 207 49 102 12 16 117 96 643 25 313 182 13 32 44
internal_value=0 -4.67887e-05 -1.42771e-05 1.45226e-05 -2.79483e-05 9.35666e-05 3.00412e-05 8.2733e-05 -0.000275683 -0.000169267 -0.000329071 0.000134483 0.000184158 0.000239583 0.000169755 0.000401339 -0.000110523 0.000131323 0.00028769 0.000595397 -0.000198929 -0.000371715 -0.00021051 -0.000438391 1.69669e-05 -0.000251586 0.00038216 3.66799e-05 0.000776979 -0.000855115
internal_weight=0 0.0520337 0.0502088 0.0489368 0.0463547 0.0311 0.0290856 0.0280328 0.0152547 0.0139059 0.0118865 0.0269517 0.025681 0.0243758 0.0227942 0.0124813 0.0103129 0.00911773 0.00785534 0.00516606 0.010569 0.00850924 0.00732926 0.0053832 0.00925115 0.00533093 0.00392022 0.00268722 0.00258209 0.00271771
internal_count=3121 3035 2935 2906 2822 1561 1433 1324 1261 1170 1131 1286 1221 1209 1169 353 816 193 144 114 1111 1095 978 882 609 389 220 195 84 357
is_linear=0
shrinkage=0.00137286


Tree=1289
num_leaves=31
num_cat=0
split_feature=31 39 42 401 156 151 33 4 150 158 41 9 0 0 160 457 403 133 48 3 131 2 13 51 15 0 1374 47 52 13
split_gain=0.00116784 0.00115266 0.00120711 0.001029 0.00101578 0.000937082 0.000947393 0.000974023 0.000953648 0.00101687 0.000777051 0.000712077 0.000734711 0.000879408 0.000858995 0.000949118 0.000771415 0.000774143 0.000791745 0.000724723 0.000681944 0.000603005 0.00109582 0.00057103 0.00050768 0.000819732 0.000876664 0.000430719 0.000644045 0.000708381
threshold=-1.0000000180025095e-35 0.16946000000000003 -0.26584999999999998 0.10076500000000001 -1.0000000180025095e-35 -0.5145249999999999 -0.0066799999999999993 0.27287000000000006 -0.22665999999999997 0.094245000000000009 0.078475000000000017 0.085355000000000014 -0.061629999999999997 -0.053834999999999994 -0.091944999999999985 -0.0029299999999999994 -1.0000000180025095e-35 -0.17773999999999998 -0.075224999999999986 -0.08824499999999999 0.089325000000000015 0.13712500000000002 -0.084034999999999985 0.11144500000000002 -0.0058549999999999991 -0.12333499999999999 -0.094929999999999987 0.085270000000000026 0.11434500000000002 -0.073839999999999975
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 -4 -6 -7 8 -8 10 11 12 14 -14 -10 -16 -17 -18 -19 -20 27 22 -21 -9 25 26 -24 28 29 -15
right_child=1 -3 3 -5 5 6 7 23 9 -11 -12 -13 13 20 15 16 17 18 19 21 -22 -23 24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0013197934748712227 -0.0013198513713465788 0.0013199658845974927 -0.0013196370819892238 -0.0012773419157619881 -0.001208724694968121 -0.0010256392627874288 0.0011090004726441809 0.0007362574743811879 -0.0010033572604885243 -0.0012399528285552996 -0.0010688620107073361 0.0011115898553202138 0.0011951030536097617 0.00094806533292250575 -0.0008991243718242378 -0.00082778914217124949 -0.00096965801917555825 -0.00088143899402945999 -0.00037339972820608225 0.00099677383515058482 -0.00090474994228261667 -0.00050479979434534818 -0.00052815203281167422 -0.00031641410350592453 0.00051859399058916899 -0.00090032806389489961 0.00080925520438925611 0.0010515647978063328 -0.00081995597795456448 1.8748386504645025e-05
leaf_weight=0.0010937912847535083 0.0013410376921214598 0.001038452760340646 0.00103332376452303 0.001167232113990834 0.0010892913859095179 0.0014412502818998965 0.0012814556946523217 0.005071553914737236 0.0018323886780589041 0.0012074649683277974 0.0011723406065478051 0.00101619513432638 0.0015419631708866186 0.0019945767804188134 0.0021634722256047558 0.0017296712369405656 0.0011303996472213909 0.0012019517108825531 0.0029315807906620086 0.0041051403166578694 0.0010076374757090898 0.0013218118918629776 0.0014662429384770803 0.0010901492216959241 0.0041645492074415969 0.0015565034954823191 0.0020418472624719047 0.0010105411784238081 0.0010619033167742487 0.0050297366132881017
leaf_count=86 18 21 162 164 50 29 15 262 270 190 67 15 29 21 165 535 121 44 122 159 35 19 13 15 109 123 49 30 24 159
internal_value=0 -5.71239e-05 -8.35069e-05 -5.21426e-05 -2.44785e-05 1.93827e-06 2.85411e-05 6.01078e-05 -1.18176e-05 -4.71175e-05 -1.0636e-05 2.17488e-05 -7.94907e-06 0.000266896 -0.000132764 -6.5773e-05 1.75045e-05 9.09019e-05 0.000154706 0.000225517 0.000125249 0.000345315 0.000429586 0.000550015 0.0001773 -0.000103342 0.000250272 0.000239341 0.000137836 0.000282631
internal_weight=0 0.0552417 0.0542032 0.0528622 0.0516949 0.0506616 0.0495723 0.0481311 0.0419694 0.0406879 0.0394805 0.0383081 0.0372919 0.0116464 0.0256456 0.0238132 0.0216497 0.01992 0.0187896 0.0175877 0.0101044 0.0146561 0.0133343 0.0061617 0.00922914 0.00506459 0.00350809 0.00909676 0.00808622 0.00702431
internal_count=3121 3035 3014 2996 2832 2670 2620 2591 2314 2299 2109 2042 2027 298 1729 1459 1294 759 638 594 269 472 453 277 294 185 62 234 204 180
is_linear=0
shrinkage=0.00131955


Tree=1290
num_leaves=31
num_cat=0
split_feature=31 401 151 33 9 1456 1374 150 4 11 480 122 12 133 156 48 1374 150 133 159 14 1429 124 42 12 48 47 15 4 133
split_gain=0.00127788 0.00090946 0.000920104 0.000949967 0.000772208 0.000989852 0.000745035 0.000779325 0.000831866 0.00104899 0.000734319 0.000737576 0.000841123 0.000755042 0.000759421 0.000674184 0.000823927 0.000795097 0.00065089 0.000715263 0.000613988 0.000590413 0.00056819 0.00106179 0.000558628 0.000580902 0.000500711 0.00102533 0.000563433 0.00146083
threshold=-1.0000000180025095e-35 0.10076500000000001 -0.5145249999999999 -0.0066799999999999993 0.088235000000000022 -1.0000000180025095e-35 0.10637000000000001 -0.22665999999999997 0.27287000000000006 0.081790000000000015 1.0000000180025095e-35 0.086040000000000019 -0.12529499999999996 0.18829500000000002 0.091255000000000017 0.088965000000000002 -0.094929999999999987 0.086615000000000011 -0.25159999999999993 0.091530000000000014 -0.46596499999999991 0.084545000000000009 0.14970500000000003 -0.11466499999999999 0.11650500000000001 -1.0000000180025095e-35 0.10783500000000001 -0.098289999999999975 -0.077834999999999988 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 5 -5 7 -7 9 10 11 12 -9 14 15 17 -17 18 -14 21 -10 22 23 -20 25 -25 27 -27 29 -29
right_child=1 -3 3 4 -6 6 -8 8 20 -11 -12 -13 13 -15 -16 16 -18 -19 19 -21 -22 -23 -24 24 -26 26 -28 28 -30 -31
leaf_value=0.0013731405028777626 -0.0012539996006871216 -0.0013177242334571487 -0.001122650906251463 -0.00098204142173430927 0.00081441128857629493 0.0011924867233912115 -0.0010537275331418041 -0.0011403148029974393 -0.00018912180900769755 -0.0013729449991813738 -0.0011624275506249512 -0.0010620407006573375 -0.00089405022725107231 -0.00079226340974847427 -0.00069026538655044835 -0.00047465194868382305 0.00071025883518313962 -0.00078442154529290674 -0.0012458491194599422 -0.00082588086343335029 0.00085173135522592788 0.0011160630858375045 0.0011340047250719654 -0.00058539087383253897 -0.00068306890674256677 -0.0010645703582841132 0.0011505348985885483 -0.0013729556210961128 0.0006477771697474072 0.00037697164609631949
leaf_weight=0.001197848731782524 0.0011448652340249046 0.0010627889101344481 0.0014106868434495814 0.0019221509498261726 0.0022040141523000925 0.0010966228506390499 0.0011844377570042744 0.0010795340137690337 0.0015166373188577609 0.0010866729074976425 0.0010102080951221995 0.0011476780133534694 0.0010985516105526108 0.0017492718235097007 0.0020033696790686664 0.0013159698163462963 0.0069333383265686166 0.0018995542224704556 0.0010004484892638379 0.0012410675514340488 0.0036121944534608366 0.0013759212715918059 0.0011272556029950911 0.001368936774962747 0.0012387126429089781 0.0010054343208540867 0.0013374010609998885 0.0010824201845602861 0.0068280756330914268 0.0053091076272373328
leaf_count=86 50 164 29 286 52 12 30 25 39 109 218 14 119 263 157 15 227 86 72 103 197 45 13 29 17 37 14 262 235 116
internal_value=0 -5.95634e-05 -3.58256e-05 -1.05537e-05 1.86201e-05 -1.53901e-05 2.20338e-05 4.83247e-05 2.18359e-05 -4.15605e-05 -6.40379e-06 2.26885e-05 5.46141e-05 8.86369e-05 0.000131245 0.00017942 0.000521236 7.06041e-05 0.00013824 0.000187729 0.000543943 0.00024577 0.000186775 0.000131077 0.000206891 0.000272001 0.000347421 0.000271914 0.000373562 8.06174e-05
internal_weight=0 0.0573933 0.0563305 0.0551857 0.053775 0.051571 0.0496488 0.0484644 0.0473678 0.0422389 0.0411523 0.040142 0.0389944 0.0379148 0.0361656 0.0341622 0.00824931 0.0259129 0.0240133 0.0229148 0.00512883 0.0216737 0.0202978 0.0191705 0.0181701 0.0169314 0.0155624 0.014225 0.0132196 0.00639153
internal_count=3121 3035 2871 2821 2792 2740 2454 2424 2412 2176 2067 1849 1835 1810 1547 1390 242 1148 1062 943 236 840 795 782 710 693 664 650 613 378
is_linear=0
shrinkage=0.00137286


Tree=1291
num_leaves=31
num_cat=0
split_feature=39 42 31 401 151 33 9 1456 1374 133 52 1 43 4 131 3 403 2 160 4 4 51 51 124 0 48 16 43 12 160
split_gain=0.00122851 0.00119594 0.00110343 0.00100197 0.000885733 0.000920098 0.00108523 0.00106117 0.000690744 0.00071749 0.000821812 0.000718592 0.000759092 0.00126029 0.00108161 0.000979599 0.000813857 0.000667691 0.000661426 0.000579434 0.000643148 0.000613914 0.000824692 0.000577474 0.000763261 0.0006635 0.000565905 0.00058681 0.00051418 0.000874732
threshold=0.16946000000000003 -0.11466499999999999 -1.0000000180025095e-35 0.10076500000000001 -0.5145249999999999 -0.0066799999999999993 0.088235000000000022 -1.0000000180025095e-35 0.10637000000000001 -0.25159999999999993 -0.52017999999999986 0.098700000000000024 -0.17390999999999998 -0.51843499999999987 0.087580000000000005 0.092670000000000016 0.092070000000000013 0.14285500000000004 -1.0000000180025095e-35 -0.15764999999999998 -0.35136499999999998 0.086310000000000012 0.045645000000000005 -0.085779999999999981 -0.053834999999999994 0.12879500000000002 0.22339500000000004 -0.40263499999999991 0.087215000000000015 -0.092739999999999975
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 -4 -6 7 -7 9 -9 -11 12 26 -14 15 16 19 18 28 20 -15 22 -21 -20 25 -25 27 -12 29 -13
right_child=-2 2 3 -5 5 6 -8 8 -10 10 11 17 13 14 -16 -17 -18 -19 23 21 -22 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=-0.0010461782341817504 0.0015161406792905722 0.0015160644486065524 -0.0014007409034730769 -0.0014641543810109475 -0.0011678755363316443 -0.0011205169885811985 0.0012008856950183702 -0.00082248287942472524 -0.0011716027932234599 -0.0010810402457399218 -0.00065708058036707817 0.0010512397730744411 -0.0015161348480553459 -0.00028602543776706893 -0.0014664082786409595 0.00076560060362537404 0.0007875581609305066 0.0014292863280699524 -0.00052970233359317951 -0.00049289011123012554 0.0011216769353387611 -0.0015028278933469921 0.00072975323061501448 0.0010742196896513191 -0.00046629402408576975 -2.3766916362793933e-05 0.0013629704088121558 0.00096053535537858441 -0.0011225189421272251 -0.00070449840121344139
leaf_weight=0.002709554195763352 0.0011537011913631537 0.0010617441316551615 0.001035383321976723 0.0011181998480727087 0.0014633597898772157 0.0018414485060764809 0.0018179399169926383 0.0019181109268031618 0.0010315988439657522 0.0012560569478854413 0.0010466834377211853 0.0012494127329727434 0.0013548145575974389 0.0016588231046910096 0.0010999040422170472 0.003817207043795178 0.0020726440423857193 0.0013885572339535921 0.0010513451530336235 0.0073445052954683974 0.0013545628769122556 0.0010590745129341892 0.0015318638178314359 0.0058945191854853389 0.0011934884730053748 0.001609766276544633 0.0014997555843265786 0.0010147353637961478 0.0010459298421636731 0.0013633321015120723
leaf_count=169 23 83 48 156 29 269 49 167 30 186 47 29 25 32 231 50 66 95 30 836 18 107 20 151 43 16 12 17 40 47
internal_value=0 -6.43299e-05 -1.33599e-05 -4.51174e-05 -1.33914e-05 1.5936e-05 5.2394e-05 6.70526e-06 5.40349e-05 8.35589e-05 0.000126043 0.000164281 6.84012e-06 -0.000101489 -5.3648e-06 7.99388e-05 -9.42993e-05 0.000428746 0.000325126 -0.000235453 0.000346758 -0.000412036 -0.000281889 0.000531364 0.000659621 0.000838687 0.000654575 0.000139192 -0.000224428 0.000135094
internal_weight=0 0.0549043 0.0521948 0.051133 0.0500148 0.0489794 0.0475161 0.0456981 0.0438567 0.0428251 0.040907 0.0396509 0.0248546 0.0212934 0.0199386 0.0188387 0.0150215 0.0147964 0.0134078 0.0129488 0.00301339 0.00993544 0.00887637 0.00974912 0.00869777 0.00750429 0.00356117 0.00206142 0.00365867 0.00261274
internal_count=3121 3098 2929 2846 2690 2642 2613 2564 2295 2265 2098 1912 1461 1385 1360 1129 1079 451 356 1013 50 963 856 240 210 167 76 64 116 76
is_linear=0
shrinkage=0.00151575


Tree=1292
num_leaves=20
num_cat=0
split_feature=1213 160 43 42 40 133 49 484 15 15 47 0 43 4 4 1 48 15 47
split_gain=0.00023247 0.000206656 0.000210333 0.000322735 0.000362474 0.000357652 0.000266138 0.000265218 0.000336929 0.000361421 0.000280588 0.000346232 0.000339466 0.000393461 0.000341748 0.000238942 0.000285685 0.000262341 3.05943e-05
threshold=-1.0000000180025095e-35 -0.40698999999999991 0.24789500000000006 -0.11466499999999999 -0.013874999999999998 -0.085499999999999979 -0.006494999999999999 -0.0068949999999999992 -0.24436499999999997 -0.11713499999999999 0.09550500000000002 -0.23091999999999999 -0.15582499999999996 -0.35136499999999998 -0.082109999999999975 0.095285000000000022 0.083985000000000018 -0.0063699999999999989 0.11518500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 6 -6 -5 -7 -9 -10 11 -11 -13 -14 -15 16 17 -16 -12
right_child=1 2 -4 4 5 7 -8 8 9 10 18 12 13 14 15 -17 -18 -19 -20
leaf_value=-0.0021349040931610778 -0.0019688743111464721 -0.0018312057155196763 -0.0017965630520759453 0.00031164247958641664 0.0022193521657562247 -0.0018598397055870994 0.0034087267204912556 0.0024190534729031364 -0.0022284914436822025 0.0023347410532492696 0.001190222120710757 0.0015600443022841055 -0.0026908425459580129 0.0019710969041890412 -0.0039828460254385028 0.00068146715518695058 0.00022414840714646682 -0.0010565697560720674 0.002296532308114144
leaf_weight=0.0010412015842460312 0.0010006574915921709 0.001472730824763179 0.0011085680790539057 0.0010167027833571929 0.0016212747295523125 0.0014808137138125335 0.0013254832735349322 0.0012560666608822857 0.0014132224720335646 0.001115926550752982 0.0010550069772072854 0.0016689394859401583 0.0016443002289552276 0.0012229225627171623 0.0010218728197011716 0.0019184490488770578 0.0016887775216094525 0.0016793937053627729 0.0010190640033664877
leaf_count=491 215 111 157 119 159 411 158 115 83 36 44 70 124 121 235 130 78 223 41
internal_value=0 5.99356e-05 0.00014203 0.000233011 0.000370269 0.000169936 0.00206434 -1.27815e-05 0.000150961 -3.34574e-05 0.000187572 -8.0556e-05 -0.000329093 -0.000672701 -0.00023209 -0.000659185 -0.00124505 -0.00216356 0.00173379
internal_weight=0 0.0257302 0.0247295 0.0236209 0.0221482 0.019806 0.00234219 0.0181848 0.0167039 0.0154479 0.0140347 0.0119606 0.0108447 0.00917572 0.00753142 0.00630849 0.00439004 0.00270127 0.00207407
internal_count=3121 2630 2415 2258 2147 1870 277 1711 1300 1185 1102 1017 981 911 787 666 536 458 85
is_linear=0
shrinkage=0.00455379


Tree=1293
num_leaves=21
num_cat=0
split_feature=1213 11 0 48 43 4 4 1 52 51 3 16 0 43 39 48 2 16 15 12
split_gain=0.000192729 0.000169005 0.000220255 0.000268152 0.000280647 0.000252004 0.000213017 0.000176152 0.000283153 0.000221446 0.000267874 0.000360587 0.000362221 0.000312105 0.000212587 0.000227916 0.000345411 0.00023395 0.000181232 0.000146392
threshold=-1.0000000180025095e-35 0.080455000000000013 -0.019414999999999998 -0.086869999999999989 -0.27207999999999993 -0.49405499999999997 0.40473500000000007 0.099660000000000012 -0.087769999999999987 0.087505000000000013 0.076840000000000006 -0.056919999999999991 -0.10224499999999999 -0.014584999999999999 0.0046100000000000004 0.12649500000000002 0.113445 0.029300000000000003 -0.097454999999999986 0.051320000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 -5 -4 -3 8 -6 10 11 12 -10 -14 15 16 17 18 -9 -7
right_child=1 6 5 4 7 19 -8 14 9 -11 -12 -13 13 -15 -16 -17 -18 -19 -20 -21
leaf_value=-0.0019647208604892069 -0.0022193273026997829 -0.0025674758894103757 -0.00028046825727462063 -0.0021310417488537899 -0.0021853700786077022 0.0030837648253833685 0.00032660652433605191 -0.0003625730666294771 -0.0016362444244799222 -0.0016911197061956957 0.0020766905136055534 -0.0024831336934247167 -0.00061571076784414363 0.0024810538041361366 0.0023492133898547389 -0.0012966644288199861 0.0030359208084429095 -0.0016935195559540034 0.0021883839823472317 0.00098619565432091607
leaf_weight=0.0010194530648006675 0.0011137905717211174 0.0010984396885786998 0.0017719811648149175 0.0011093750440389618 0.0012625417005603318 0.0012376882327365139 0.0010144898715509498 0.001140282832107431 0.0011367590220525648 0.0011697188691082161 0.0016081916303107846 0.0010156147266446947 0.0010427886117855278 0.0019129063947576075 0.0014181023532366943 0.001300265276043433 0.0011375443824941378 0.0010149082690134037 0.0011702245038538442 0.001559148958518719
leaf_count=491 61 138 85 85 337 126 43 34 103 157 35 399 241 260 185 42 110 71 72 46
internal_value=0 5.48698e-05 0.000167526 -5.30305e-05 8.53244e-05 0.00106316 -0.00117793 0.000235894 -0.000183144 0.000137412 0.000455873 -5.44149e-05 0.000548315 0.00138849 0.00076972 0.000381069 0.000869869 0.000128916 0.000929434 0.00191444
internal_weight=0 0.0252348 0.0231218 0.018553 0.0174392 0.00456882 0.00211293 0.0163298 0.00914852 0.00788598 0.00671626 0.00510807 0.00409245 0.0029557 0.00718133 0.00576323 0.00446296 0.00332542 0.00231051 0.00279684
internal_count=3121 2630 2449 2192 2131 257 181 2046 1532 1195 1038 1003 604 501 514 329 287 177 106 172
is_linear=0
shrinkage=0.00455379


Tree=1294
num_leaves=22
num_cat=0
split_feature=128 9 156 42 484 1374 52 52 0 3 1 3 43 16 16 133 12 13 0 16 15
split_gain=0.00019223 0.000163788 0.000165048 0.000180233 0.000236067 0.000212485 0.000203906 0.000202832 0.000317883 0.000270074 0.000194622 0.000335878 0.000248218 0.000249616 0.000635666 0.000218064 0.000198244 0.000174031 0.000166361 0.000106008 8.58879e-05
threshold=0.086435000000000012 0.091600000000000015 0.091255000000000017 0.10256000000000001 -0.0068949999999999992 -0.094929999999999987 -0.057699999999999994 -0.085984999999999992 -0.082084999999999977 -0.07359499999999998 0.094385000000000011 0.088060000000000013 -0.15582499999999996 -0.083134999999999987 -0.014034999999999997 0.083950000000000011 0.087215000000000015 -0.014169999999999999 0.047850000000000011 -0.45661999999999997 0.090455000000000021
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 -6 7 8 -7 -10 12 16 -8 15 -15 20 -12 -5 -16 -13 -14
right_child=-2 -3 -4 17 5 6 10 -9 9 -11 11 19 13 14 18 -17 -18 -19 -20 -21 -22
leaf_value=-0.001665370215695092 -0.0021731162584573615 0.0020188524238353885 -0.0016889834158194071 -0.0026870407796097009 -0.0018064950308647018 -0.0013350028155794816 0.0018001404034051931 0.0030359002223550686 0.0036706338445453633 0.00022440241623365752 0.0038731061421207534 -0.0012148878806615133 -0.0015179517429832051 -0.0047513322104098792 0.0013033176123725034 0.0022234389206950643 0.0008492052113383212 0.00015861615099329942 -0.0013734036310277414 0.00080795392846810647 0.00049481379039334418
leaf_weight=0.0015307964356386919 0.0010102579998265684 0.0010383509573351759 0.0014107991750653128 0.0011075503478169546 0.0010517949823132247 0.0012084916207524277 0.0012015028578140612 0.0013676013349415072 0.0010869716867443202 0.0012200403262695447 0.0011482823170857479 0.0013522898969231534 0.0011507192522455193 0.001111172679389311 0.0010883924885529885 0.0010394472554162704 0.001048424141551596 0.0010662804453502863 0.0012739354030451011 0.0012698330610811936 0.0010030549635438035
leaf_count=424 207 59 261 265 52 164 78 111 119 76 100 78 327 346 121 78 68 55 29 60 43
internal_value=0 6.4303e-05 -2.11954e-05 8.41908e-05 0.000232554 0.00038857 0.000519973 0.00139301 0.000753894 0.00184813 0.00018395 0.000979664 -0.000303378 -0.000682482 -0.00161527 0.000332184 0.00242989 -0.00129122 -0.000140161 -0.000235273 -0.000580567
internal_weight=0 0.0247757 0.0237374 0.0223266 0.0201528 0.018622 0.0175702 0.0048831 0.0035155 0.00230701 0.0126871 0.00481883 0.00786822 0.00666672 0.0034735 0.00319322 0.00219671 0.00217383 0.00236233 0.00262212 0.00215377
internal_count=3121 2914 2855 2594 2274 1850 1798 470 359 195 1328 306 1022 944 496 448 168 320 150 138 370
is_linear=0
shrinkage=0.00502775


Tree=1295
num_leaves=19
num_cat=0
split_feature=42 42 43 376 50 48 4 457 16 3 133 52 16 1 3 2 52 0
split_gain=0.000151554 0.000225987 0.000353615 0.000221378 0.000223855 0.000275503 0.000272541 0.000282936 0.000286152 0.000280165 0.000264029 0.000437209 0.000287724 0.000235607 0.000223503 0.000169609 0.000176651 0.000163956
threshold=-1.0000000180025095e-35 -0.091214999999999977 -0.27207999999999993 1.0000000180025095e-35 0.10124500000000002 0.12737000000000001 0.27834500000000006 0.080930000000000016 -0.36241499999999999 0.090900000000000009 0.093255000000000018 0.077655000000000016 0.22339500000000004 0.095285000000000022 0.10732000000000001 0.091055000000000011 -0.0064899999999999992 -0.082084999999999977
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 6 7 8 -2 -9 11 12 13 15 -8 16 -10 -13
right_child=3 -3 -4 -5 -6 -7 14 9 10 -11 -12 17 -14 -15 -16 -17 -18 -19
leaf_value=-0.0021326365653899807 -0.0019642272202933125 -0.0023234753303276795 0.0012305508754970841 0.0021767991231980317 -0.0017460124203233973 -0.00194209181780077 0.0032419516552949809 7.0904222209703272e-05 -0.0022081541468002746 0.0031773255621476474 -0.0021453150807636454 0.0029981522897357844 -0.0020790031073025525 0.0015137514024918918 0.00027708892120127768 0.0010157422422935854 5.0762178543211085e-05 0.00086313494023926426
leaf_weight=0.0010531700736908789 0.0016161191738368582 0.0013775101111150314 0.0016863808565539817 0.001047632508780815 0.001371909485339661 0.0012103449074594144 0.0011129333939790534 0.0012859566673899545 0.0014054223488105793 0.0011320737221875987 0.0010058387013995316 0.0012616807693548449 0.0015090890298766757 0.0018147341478638168 0.0010019099633451489 0.0011491094256745882 0.0014675006010831989 0.0018244795177753126
leaf_count=66 91 531 265 140 293 48 130 94 229 41 268 171 237 87 97 78 135 120
internal_value=0 -0.0008189 -6.23648e-05 0.000135814 2.98003e-05 0.000159408 0.000304035 9.44495e-05 -0.000170586 0.00152527 8.28478e-05 0.000297684 -0.000306573 0.000151687 0.00183734 -0.000462875 -0.00105429 0.00173597
internal_weight=0 0.00411706 0.00273955 0.0212167 0.0201691 0.0187972 0.0175868 0.015472 0.013054 0.00241803 0.0114379 0.010432 0.00734586 0.00583677 0.00211484 0.00402203 0.00287292 0.00308616
internal_count=3121 862 331 2259 2119 1826 1778 1551 1416 135 1325 1057 766 529 227 442 364 291
is_linear=0
shrinkage=0.00455379


Tree=1296
num_leaves=31
num_cat=0
split_feature=39 156 42 151 401 33 2 1456 1366 156 132 38 3 1374 39 4 150 1 3 15 1 0 159 15 160 15 457 4 160 12
split_gain=0.00106518 0.00100422 0.00105363 0.00109136 0.00104264 0.000875528 0.00118531 0.000942657 0.000695235 0.000637828 0.000695363 0.000648851 0.000724627 0.000701856 0.000726668 0.0006885 0.00105901 0.000799983 0.000698575 0.00061791 0.00123835 0.00116165 0.000580231 0.000514772 0.00048925 0.000476518 0.000434516 0.000583188 0.000691375 0.00041874
threshold=0.16946000000000003 -1.0000000180025095e-35 -0.11466499999999999 -0.5145249999999999 0.10076500000000001 -0.0066799999999999993 -0.0091949999999999983 -1.0000000180025095e-35 -1.0000000180025095e-35 0.091255000000000017 -1.0000000180025095e-35 1.0000000180025095e-35 0.30112000000000005 0.093750000000000014 -1.0000000180025095e-35 0.0061450000000000003 0.086845000000000019 1.0000000180025095e-35 -0.076669999999999988 0.050935000000000008 0.090540000000000023 -0.084269999999999984 0.087225000000000011 -0.037864999999999989 -1.0000000180025095e-35 -0.14712999999999996 0.083190000000000014 -0.49405499999999997 -0.098904999999999979 0.082095000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 5 -5 -7 -8 -9 10 -10 12 13 14 -12 16 19 18 -17 26 21 -21 -11 24 -19 -26 27 -16 -29 -30
right_child=-2 2 3 4 -6 6 7 8 9 22 11 -13 -14 -15 15 17 -18 23 -20 20 -22 -23 -24 -25 25 -27 -28 28 29 -31
leaf_value=-0.0014003923289339722 0.0014007064456307964 -0.00089254250383603612 -0.0013087428494908554 -0.00096987590661612574 -0.0013466070416135367 0.0010003529625408506 -0.0010342281211696734 -0.00098901794569819339 -0.00087383473833232538 -0.0012438763519176217 -0.00062858250382531104 -0.00062273900344917506 0.0014004128143659076 -0.00092226398432102485 -7.5255198198217221e-05 -0.00084651577531381212 -0.00088584340231257592 -0.00028565492725838524 0.00045665787497803199 -0.0010752570208045287 -0.0013672597606280228 0.00054950306364854175 3.2134253099732485e-05 0.0012503716754091647 0.0013404274021364669 0.00047626211879782518 -0.00045743572207062732 -0.00020489667177115144 0.0012349751953196699 0.00050906850718595133
leaf_weight=0.0010560618775268251 0.0010134912363426443 0.0025956816723984302 0.0011818934412133322 0.0015075999362750272 0.0010236627511963628 0.0027866885265139798 0.001494290259258956 0.0011271522276743431 0.0012125969942096129 0.0012228120146267054 0.001780294812306237 0.0017810227891779098 0.0010303699673737112 0.0010434973908530756 0.0025153263830119963 0.0013611124706263134 0.001863840459789933 0.001208538446026532 0.0019799319951139269 0.0011113462049472242 0.0012614971716384815 0.0038595831106560535 0.001630629202796996 0.0026175017361786948 0.0016363596778989926 0.0053164218316936723 0.0010015735851887095 0.001354304705564858 0.003361321638472246 0.0029049200353994387
leaf_count=163 23 162 48 34 156 136 234 54 266 166 16 44 77 26 33 81 86 42 49 186 112 320 71 46 68 65 60 76 58 163
internal_value=0 -4.7852e-05 -2.17735e-05 2.1546e-05 5.23781e-05 8.10368e-05 0.000113729 5.96363e-05 9.66322e-05 0.000125054 0.000170462 0.000202941 0.000242464 0.000209484 0.000243098 0.000289625 0.000117243 0.000524439 -7.42437e-05 0.000224877 -0.000128188 0.000186257 -0.000514687 0.000710009 0.000536703 0.000679646 0.00042245 0.000509396 0.000702372 0.000898458
internal_weight=0 0.0558278 0.0547718 0.0521761 0.0509942 0.0499705 0.0484629 0.0456762 0.044182 0.0430548 0.0402014 0.0389888 0.0372077 0.0361774 0.0351339 0.0333536 0.0192337 0.0141199 0.00334104 0.0173699 0.00623243 0.00497093 0.00285344 0.0107788 0.00816132 0.00695278 0.0111374 0.0101359 0.00762055 0.00626624
internal_count=3121 3098 2935 2773 2725 2569 2535 2399 2165 2111 1874 1608 1564 1487 1461 1445 1094 351 130 1008 618 506 237 221 175 133 390 330 297 221
is_linear=0
shrinkage=0.00140032


Tree=1297
num_leaves=20
num_cat=0
split_feature=3 1447 453 4 124 40 159 4 0 52 16 4 3 0 3 0 1 16 15
split_gain=0.000152246 0.000170336 0.000216483 0.000236825 0.00016558 0.000216419 0.000219162 0.000224066 0.000284189 0.000277262 0.000409197 0.000342543 0.000279859 0.000205724 0.00021056 0.00018989 0.00014946 0.000154457 4.46997e-05
threshold=0.30112000000000005 -1.0000000180025095e-35 1.0000000180025095e-35 0.24564500000000003 -0.043384999999999993 -0.061244999999999994 0.091530000000000014 -0.49013999999999996 -0.019414999999999998 -0.10925999999999998 -0.014034999999999997 0.0061450000000000003 -0.08824499999999999 -0.10224499999999999 0.090900000000000009 -0.083914999999999976 0.111945 -0.5224049999999999 0.083935000000000023
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 -6 7 -7 9 -9 12 -12 -11 14 -14 18 17 -5 -15
right_child=-2 2 -4 16 5 6 -8 8 -10 10 11 -13 13 15 -16 -17 -18 -19 -20
leaf_value=-0.0017483435848527976 0.001617199079903549 0.0014398707321887029 -0.0019330929562045871 0.0014032662080915503 -0.0019322637561774059 -0.001893755415916252 -0.0019072955283457938 -0.0017373314171415159 0.0017110022303701766 -0.0022218364061551391 0.00043894152347456945 0.003428147505053959 -0.002135311033372337 0.00088336242321852756 0.00032350127397489227 -0.0006410982312668003 0.0019594301880649419 -0.00092246135030951226 0.0021331986127390923
leaf_weight=0.0010829179596474883 0.0010078795054923031 0.0011692865780619224 0.0010271292087073993 0.0010792471579108565 0.0012718269645048954 0.0010185115660341576 0.0011372625289192686 0.0015706194393826324 0.0019465927863819956 0.0012364635031573666 0.0019740103140868433 0.0010988665648747897 0.0012620651969750228 0.0010554621767568904 0.0013038737518513699 0.0011825962497997791 0.0017801646336323418 0.0010254003791074764 0.0010522204819849446
leaf_count=299 132 141 72 56 65 102 212 266 66 289 300 28 58 165 39 387 191 78 175
internal_value=0 -8.48622e-05 -7.18693e-06 8.2062e-05 -0.000122422 -0.000229185 -9.24292e-05 4.79653e-05 0.000192502 -5.93601e-05 0.000199893 0.00150789 -0.00036679 2.48784e-05 -0.000885873 0.000735132 0.00104424 0.000270154 0.00150732
internal_weight=0 0.0242745 0.0231916 0.0221645 0.0182797 0.0171104 0.0158385 0.0147013 0.0136828 0.0117362 0.0101656 0.00307288 0.00709268 0.00585622 0.00256594 0.00329028 0.00388481 0.00210465 0.00210768
internal_count=3121 2989 2690 2618 2293 2152 2087 1875 1773 1707 1441 328 1113 824 97 727 325 134 340
is_linear=0
shrinkage=0.00429114


Tree=1298
num_leaves=17
num_cat=0
split_feature=11 3 15 3 15 43 15 42 49 15 16 2 3 0 3 15
split_gain=0.00015172 0.000166937 0.000376835 0.000237484 0.000499606 0.000224111 0.000268921 0.000240151 0.000229758 0.000226243 0.000356669 0.000287357 0.000439575 0.000110793 0.00010194 0.000100521
threshold=0.081790000000000015 -0.10519499999999998 -1.0000000180025095e-35 -0.078934999999999991 0.088235000000000022 -0.074359999999999996 -0.053579999999999996 0.086555000000000007 -0.069799999999999987 -0.095869999999999983 0.22339500000000004 0.11389000000000002 0.092670000000000016 -0.10607499999999999 -0.13309499999999996 -0.24436499999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 -3 6 -5 8 -7 13 11 12 -11 15 -4 -10
right_child=-2 3 14 5 -6 7 -8 -9 9 10 -12 -13 -14 -15 -16 -17
leaf_value=0.0034749924257148623 -0.0013423506663134837 -0.0029560592640502609 -0.00085056810048347018 0.0026063437540777279 0.00076394356257544847 -0.0015533448872516178 -7.3490580124445257e-05 -0.0022367532860715872 0.0001331426219947726 0.00060226854235064474 -0.00094633910039686577 -0.0002229402551620842 0.0044358761507209445 0.00075579022710725845 0.00099661475578070933 -0.0017934632087328243
leaf_weight=0.0010515455448318889 0.0018666928329826851 0.0018418452881653327 0.0013840856359550457 0.001707864443664775 0.0015548749721878696 0.0017261835021820096 0.0017921308050152787 0.0011677166421479321 0.0010111030179045244 0.0013393416944818028 0.0016005902961287455 0.0012025176786076841 0.0014598400286169877 0.0010860950777987748 0.0014069277744503941 0.0016887435723074162
leaf_count=93 175 1006 90 274 323 87 117 343 59 116 92 77 55 81 60 73
internal_value=0 9.01283e-05 0.00100949 -9.40692e-05 -0.0012532 0.000155405 0.00123417 -0.000152005 6.70252e-05 0.000364957 0.000981656 0.00175281 0.00260159 -0.00054761 8.05822e-05 -0.00107194
internal_weight=0 0.0230214 0.00384256 0.0191788 0.00339672 0.0157821 0.0035 0.0122821 0.0111144 0.00938823 0.00560229 0.0040017 0.00279918 0.00378594 0.00279101 0.00269985
internal_count=3121 2946 243 2703 1329 1374 391 983 640 553 340 248 171 213 150 132
is_linear=0
shrinkage=0.00483252


Tree=1299
num_leaves=17
num_cat=0
split_feature=41 124 42 43 123 403 4 52 52 2 0 4 0 15 51 2
split_gain=0.000147683 0.000162576 0.000197568 0.000219214 0.000212399 0.000199415 0.000193432 0.000255811 0.000205947 0.000270958 0.000232881 0.000358259 0.000296796 0.000256946 0.000203466 8.42026e-05
threshold=0.078475000000000017 0.08919500000000001 -1.0000000180025095e-35 -0.12152999999999999 1.0000000180025095e-35 0.03138500000000001 -0.46376499999999993 0.15915500000000002 0.077655000000000016 0.12595500000000001 -0.030209999999999997 -0.033174999999999989 -0.10096999999999999 -0.028889999999999996 0.086685000000000012 0.08622500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 -4 6 -1 -5 8 9 10 11 -8 13 14 15 -13
right_child=-2 -3 3 4 -6 -7 7 -9 -10 -11 -12 12 -14 -15 -16 -17
leaf_value=-0.0020700089741853608 -0.001415218953443723 0.0018554206428886932 0.0016991002496938299 -0.0020522626741345321 0.0019181430368044904 0.0003440423095829447 -0.0021161812397944195 -0.0017518385078343149 0.0015883774441741885 -0.002239396765578684 0.0023025660903243806 0.0017491105721802803 -0.0013805909398362452 0.0025205497439611687 -0.0012099742603325864 0.00022317883207818458
leaf_weight=0.0018368579243428209 0.0015224793662600425 0.0010597481065048866 0.0018281759907665665 0.0010587063664617659 0.0011679674815240895 0.0012343832574091551 0.0014861942914309572 0.0015987067238971706 0.0020001464094197017 0.001081627306057654 0.0010274691529339524 0.0014877001603110784 0.0016284222139081334 0.001499334077557533 0.0013476420511882026 0.0016405372630750037
leaf_count=642 148 52 78 143 195 169 317 266 272 96 48 37 489 47 48 74
internal_value=0 7.85776e-05 -7.31079e-06 0.000170658 6.52575e-06 -0.00109976 -0.000134281 2.94045e-06 0.000215484 -2.97171e-05 0.000206517 -3.04101e-05 0.000377271 0.000856341 0.000298863 0.000948868
internal_weight=0 0.0229836 0.0219239 0.0188526 0.0170245 0.00307124 0.0158565 0.0147978 0.0131991 0.0111989 0.0101173 0.00908983 0.00760364 0.00597521 0.00447588 0.00312824
internal_count=3121 2973 2921 2110 2032 811 1837 1694 1428 1156 1060 1012 695 206 159 111
is_linear=0
shrinkage=0.00464487


Tree=1300
num_leaves=31
num_cat=0
split_feature=14 3 1365 457 33 10 48 1374 0 48 1 14 1213 158 160 1213 4 133 43 130 42 157 12 2 52 0 150 133 16 12
split_gain=0.000808786 0.000665176 0.000635713 0.000583475 0.000523051 0.000866333 0.000669914 0.000534659 0.000636702 0.00111912 0.000889618 0.00112582 0.000613321 0.00064133 0.000556003 0.000929621 0.000674969 0.000660937 0.000913114 0.000562143 0.000454689 0.000475923 0.00045219 0.000749388 0.000578315 0.000581831 0.00037965 0.000299808 0.000266913 0.000194446
threshold=0.076175000000000007 0.30112000000000005 1.0000000180025095e-35 -0.15747999999999998 -0.0066799999999999993 -1.0000000180025095e-35 -0.09386499999999999 -0.094929999999999987 -0.13027499999999997 0.12933000000000003 0.077565000000000009 -0.10708499999999999 -1.0000000180025095e-35 0.087355000000000016 -0.22361499999999998 0.039620000000000009 -0.52556499999999995 -0.25159999999999993 0.016310000000000002 -1.0000000180025095e-35 -0.11051499999999999 -1.0000000180025095e-35 0.088245000000000004 0.10060500000000001 -0.016329999999999997 -0.084044999999999995 0.087675000000000017 0.090665000000000009 0.023255000000000001 0.091085000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -5 -6 -7 -8 9 10 -9 -12 -10 14 -14 16 -16 -18 19 -19 -21 -22 24 27 -23 -26 -13 -24 -27 -20
right_child=-2 -3 -4 4 5 6 7 8 12 -11 11 26 13 -15 15 -17 17 18 29 20 21 22 23 -25 25 28 -28 -29 -30 -31
leaf_value=0.0010834209757322835 -0.0010242049124134075 0.00095489852639086517 -0.0011532300503516505 -0.0010313355790424719 0.0010785682047662357 -0.0011865278846132684 -0.00082354881755001424 -0.00064856640358554156 -0.0010327157657914585 -0.00096259124541695656 -0.00058413428066987074 0.0012487118690081482 -0.00077905522505887395 -0.0011890261408647146 -0.0008819165038666827 -0.0012060880254998274 -0.00097445119888546223 -0.00064852731280141832 0.0013018857151629256 -0.00051465826473081862 -0.0005378596373465679 -0.00094507080364062584 0.0011083666598599227 -0.00034991717897440289 -0.00047149656304133731 0.0011667737168317212 0.00032129208030373153 0.00029702389506208054 0.00020529381992920209 0.00058381883868225
leaf_weight=0.0011311554135033921 0.0017861342747309541 0.0016683304800029211 0.0011087319997500336 0.0011424024647421751 0.0016684502697388295 0.0011300557864899466 0.0017443573041120422 0.0011696425584801703 0.0014685550881812217 0.0012499773816330171 0.0011649690711692537 0.0046328943025191185 0.0018573181224517113 0.0010486384090488956 0.0013680747071518227 0.0012226871400884401 0.0010205311335604863 0.0018930209137724132 0.0019327349765028137 0.0016840569991720617 0.0013350283695251495 0.0010252332795257502 0.0042525920785276838 0.0013461965697683098 0.0013791651194270393 0.0014931063009675748 0.0012983028312625322 0.0013878773714901538 0.0011936755590795656 0.0015703909764148705
leaf_count=28 101 130 62 32 112 28 49 33 465 22 32 105 202 156 30 250 109 116 40 63 290 110 113 87 77 57 43 115 12 52
internal_value=0 1.47303e-05 -1.94273e-05 8.62567e-06 -1.92077e-05 7.97434e-06 -3.57319e-05 -3.00677e-06 3.46648e-05 0.000374113 0.000576253 0.000778137 -7.87566e-05 -2.68897e-05 2.0051e-05 8.16247e-05 0.000150434 0.000216082 0.000275369 0.000130085 0.000227716 0.000320925 0.000415851 0.000666213 7.22783e-05 0.000328804 0.00104571 0.00090873 0.00073961 0.000979989
internal_weight=0 0.0475882 0.0459198 0.0448111 0.0436799 0.0425375 0.0408691 0.039739 0.0379947 0.00951579 0.00826581 0.00709617 0.0284789 0.0270103 0.0259617 0.0241044 0.0228817 0.0215136 0.0204931 0.01699 0.0150969 0.0134129 0.0120778 0.00698667 0.00509118 0.00406595 0.0059312 0.00564047 0.00268678 0.00350313
internal_count=3121 3020 2890 2828 2800 2768 2656 2628 2579 235 213 180 2344 1879 1723 1521 1271 1241 1132 1040 924 861 571 315 256 146 148 228 69 92
is_linear=0
shrinkage=0.00151575


Tree=1301
num_leaves=31
num_cat=0
split_feature=39 42 401 1456 33 10 457 48 1375 160 133 133 1 42 1429 38 3 48 1 159 130 12 0 12 133 49 43 16 1 16
split_gain=0.00112073 0.000984861 0.000950742 0.000844105 0.000768281 0.000792622 0.000743169 0.000801419 0.000814635 0.000715433 0.00072858 0.000761916 0.000782129 0.000748468 0.000698272 0.000740552 0.00072577 0.000832619 0.000947056 0.000932299 0.000897719 0.000524557 0.00131215 0.000495927 0.000900107 0.00102398 0.000537272 0.000472982 0.000414074 0.000410987
threshold=0.16946000000000003 -0.26584999999999998 0.10076500000000001 -1.0000000180025095e-35 -0.0066799999999999993 -1.0000000180025095e-35 -0.15747999999999998 -0.084044999999999995 0.079730000000000009 -0.51745999999999992 0.18829500000000002 -0.25159999999999993 0.13842500000000005 -0.11466499999999999 -1.0000000180025095e-35 0.11225500000000001 0.30112000000000005 0.12737000000000001 0.10374500000000002 0.091530000000000014 -1.0000000180025095e-35 0.096295000000000019 0.15398500000000004 0.088245000000000004 -0.0061299999999999992 -0.088694999999999982 0.05259500000000001 0.15891500000000003 0.091195000000000012 -0.091354999999999978
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 -5 -6 -7 -8 9 -9 11 -11 13 -13 -15 16 17 18 19 21 -20 23 -23 24 -16 -26 28 -22 -27 -25
right_child=-2 2 -4 4 5 6 7 8 -10 10 -12 12 -14 14 15 -17 -18 -19 20 -21 27 22 -24 29 25 26 -28 -29 -30 -31
leaf_value=-0.0014005599346067561 0.0014006881704917888 -0.00090554461032963805 -0.0013392404208245048 -0.00096634684678544025 0.00087734280214463861 0.0010704417566004189 -0.00084417000263987312 -0.00094708652507952281 -0.0010522055872171454 -0.00077797547800046384 -0.00081927579155972928 -0.00097612039488514631 0.001354521246577851 -0.00087759838212705791 -0.0008618624210632804 -0.00087898090072615774 0.0014004169883978341 -0.00065714476205891708 -0.00050716906091267911 -0.0010054651833043145 0.0011066593278246056 -0.0012153778334464361 0.00067087604255465191 9.0078549003059187e-05 -0.00091956015538799429 0.00051932304159724044 0.0013270844496487044 0.00025061155933378467 -0.00022023050733726473 0.00082896688048615013
leaf_weight=0.0010609218294232994 0.0010431822570424734 0.0019921660071644523 0.0010791113167087909 0.0014916403848310713 0.0021893745401109213 0.0012736243099098479 0.0021720253291483962 0.001335750128626855 0.0013287062660696227 0.0017226712617968145 0.0016427541082411059 0.00114165857679449 0.001069908344698777 0.001192027324684152 0.0016072402415705503 0.0011763631667918153 0.0010443850276011793 0.0020148799680725906 0.0010489361155663346 0.0013413573551439564 0.00493116794822157 0.0015800989464800344 0.0013334319141051765 0.0021864075665423144 0.0012349636932125199 0.0050817032279055797 0.0011687293548447997 0.0017026004202271849 0.0020972133812762195 0.0045438848390331179
leaf_count=18 23 286 165 34 128 34 65 115 116 177 281 93 60 118 219 14 48 42 27 94 161 106 8 53 48 232 18 57 53 228
internal_value=0 -6.44986e-05 -3.81149e-05 -1.1445e-05 2.37193e-05 5.37593e-05 1.53724e-05 -1.40324e-05 2.73922e-05 6.13858e-05 9.43518e-05 0.00013262 0.000174454 0.000139794 0.0001759 0.000212734 0.000251749 0.00021411 0.000272904 0.000126109 0.000696607 0.000198965 -0.000352098 0.000288559 0.000107895 0.000270548 0.000446614 0.000886949 0.000303274 0.000588931
internal_weight=0 0.0547857 0.0537248 0.0526457 0.0506535 0.0491619 0.0469725 0.0456989 0.0435268 0.0421981 0.0408624 0.0392196 0.037497 0.036427 0.0352854 0.0340934 0.032917 0.0318726 0.0298577 0.022175 0.0076827 0.0208337 0.00291353 0.0179201 0.0111898 0.00958261 0.00834765 0.00663377 0.00717892 0.00673029
internal_count=3121 3098 3080 2915 2629 2595 2467 2433 2368 2252 2137 1856 1679 1619 1526 1408 1394 1346 1304 1059 245 965 114 851 570 351 303 218 285 281
is_linear=0
shrinkage=0.00140032


Tree=1302
num_leaves=19
num_cat=0
split_feature=147 52 1 0 11 2 2 42 51 160 160 3 12 151 2 47 3 16
split_gain=0.000159597 0.000225206 0.000246824 0.000332132 0.000260852 0.000210681 0.000292281 0.00022004 0.000217652 0.000282254 0.000177881 0.000197685 0.000252337 0.00025361 0.000155457 0.000150733 0.000274134 9.48461e-05
threshold=0.089025000000000007 0.19022000000000003 0.13146500000000003 -0.050684999999999994 0.087830000000000005 0.088225000000000012 0.084245000000000014 0.086325000000000013 -0.076794999999999988 -0.014869999999999998 0.088405000000000011 -0.10831999999999999 0.095330000000000012 -0.0077149999999999988 0.10060500000000001 0.092710000000000015 -0.078934999999999991 -0.070454999999999976
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -4 5 6 7 15 -7 -10 11 -11 13 -13 -15 16 -1 -12
right_child=-2 -3 3 -5 -6 8 -8 -9 9 10 17 12 -14 14 -16 -17 -18 -19
leaf_value=-0.00063044581324227288 0.00151455203684922 -0.0015281781435916824 0.003075523118152327 -0.00028285590396982037 -0.0020997339847567196 -0.0013089872127813504 -0.0024872685529980926 -0.0016953845805864737 0.0027182976875810144 0.0012091710140925045 0.00050532384488749396 -0.0017493171535629417 -0.0023107372864065554 0.0013742704288160377 -0.00058239733308668574 -0.00085550718643224272 0.0020939679352470911 0.0022369319980488464
leaf_weight=0.0012196168598503877 0.0011967651639614987 0.0018521990467409424 0.0010894998697713598 0.0010795301672805171 0.0011550218373523871 0.0013001101790465772 0.0012391002272043317 0.0013308704003645033 0.0010020879232195421 0.001822495491524025 0.0011891395339329591 0.0010937654710345707 0.0010521275478752035 0.0020046757400914404 0.0011924424140019596 0.0013634882841255802 0.0015373262063758143 0.0011416649288031877
leaf_count=253 124 346 110 90 101 220 537 302 121 80 66 87 172 186 87 59 91 89
internal_value=0 -9.16256e-05 3.0356e-05 0.00140405 -0.000121324 2.26964e-06 -0.000606029 -0.000178416 0.000347208 0.00055231 0.000323746 -1.12111e-05 -0.000427482 3.42933e-05 0.000644484 0.000311554 0.000888741 0.00135349
internal_weight=0 0.0236652 0.021813 0.00216903 0.0196439 0.0184889 0.0066904 0.0054513 0.0117985 0.0104984 0.00949631 0.00716551 0.00534301 0.00429088 0.00319712 0.00412043 0.00275694 0.0023308
internal_count=3121 2997 2651 200 2451 2350 1242 705 1108 888 767 612 532 360 273 403 344 155
is_linear=0
shrinkage=0.00429114


Tree=1303
num_leaves=31
num_cat=0
split_feature=39 31 42 376 33 9 1456 457 48 1375 1 12 44 42 42 48 48 2 43 4 12 16 159 0 1 394 0 0 160 16
split_gain=0.00131377 0.0011588 0.00100915 0.000851709 0.000728377 0.000788488 0.000814546 0.000569524 0.000619156 0.000549298 0.000654731 0.000687602 0.000633295 0.000707158 0.000750808 0.000706495 0.00101232 0.000668345 0.000711058 0.00105737 0.000986298 0.000972361 0.000653272 0.00084199 0.000641703 0.000701548 0.000638708 0.000554836 0.000523529 0.000558704
threshold=0.16946000000000003 -1.0000000180025095e-35 -0.26584999999999998 0.088055000000000008 -0.0066799999999999993 0.088235000000000022 -1.0000000180025095e-35 -0.14941999999999997 -0.080454999999999985 0.079730000000000009 0.14000500000000002 0.11650500000000001 0.084760000000000016 -1.0000000180025095e-35 -0.088669999999999985 0.12737000000000001 0.092805000000000012 0.113445 -0.50216499999999986 -0.49405499999999997 0.10345000000000001 0.23311500000000004 0.091530000000000014 -0.060129999999999996 0.090405000000000013 -0.079424999999999982 -0.094299999999999981 -0.11437499999999999 -1.0000000180025095e-35 -0.083539999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 -4 6 -6 -8 -9 10 11 12 13 14 24 16 17 18 -15 -20 21 22 23 27 25 -10 -19 -21 -29 -30
right_child=-2 2 3 -5 5 -7 7 8 9 -11 -12 -13 -14 15 -16 -17 -18 26 19 20 -22 -23 -24 -25 -26 -27 -28 28 29 -31
leaf_value=0.0012685692581493816 0.0012687720818827064 -0.0012685444272170321 -0.0010069440683704268 0.0008236413272611681 -0.0010119080698231949 0.00078793201686173974 0.00089655191862736069 -0.00074135584272693074 0.00018818214290256769 -0.00093180390303286694 0.00089718594051675356 -0.00089227831998041969 -0.00097349028182704567 0.00093676041938503031 -0.0011601744202681299 -0.00069648786788068374 0.00077004533042565571 0.00115103369449414 -0.0012684631089810504 0.00022504318758782962 0.00090096225770891567 -0.0012684678632414056 -0.00084123872488059165 0.00080969712173096467 0.00062282677537215704 -0.0012684150241499804 -1.834518146553316e-05 -0.0011549293257099216 9.9975488589950593e-05 -0.00085606947339507075
leaf_weight=0.0010647651121558068 0.0012648684749265717 0.00110254023033196 0.0013090707211826915 0.0017639597942591392 0.0014610252961350092 0.0017476737123351951 0.0010014120934087592 0.0021049389507208352 0.001104683633711856 0.0010669180064084563 0.0012402902046315658 0.0014610394691436648 0.0010500313686065956 0.0011528097033988152 0.0015127423291394484 0.0016666013150761208 0.0037019117729153441 0.0016253532770074131 0.0011486258558299585 0.0052641054525643773 0.0017157913116799808 0.0010881015045864908 0.0014269487542524226 0.0020480038884640806 0.001280764458790884 0.0010258374956024774 0.0013972692025592251 0.001046021354880633 0.0035294069661766349 0.0013630110872999857
leaf_count=84 23 18 29 53 286 52 33 82 43 114 65 91 20 16 411 38 133 58 92 112 41 92 59 32 46 211 117 274 192 204
internal_value=0 -4.02464e-05 -6.90354e-05 -4.10779e-05 -7.4572e-05 -4.69775e-05 -8.13236e-05 -4.81807e-05 -7.18199e-05 -3.46503e-05 -8.67451e-06 -4.02263e-05 -3.77086e-06 2.69934e-05 -0.000416459 0.000104497 0.000154857 5.49962e-05 -2.98739e-05 -8.96885e-05 -1.22363e-05 -0.000111621 -2.58593e-05 6.19488e-05 -8.66569e-05 -0.000513164 0.000610464 -7.47516e-05 -0.000340503 -0.000166375
internal_weight=0 0.0494717 0.0484069 0.0473043 0.0455404 0.0442313 0.0424836 0.0410226 0.0400212 0.0379163 0.0368494 0.0356091 0.034148 0.033098 0.00492403 0.028174 0.0265074 0.0228054 0.0197828 0.01863 0.0174814 0.0157656 0.0146775 0.0132505 0.00341129 0.00213052 0.00302262 0.0112025 0.00593844 0.00489242
internal_count=3121 3098 3014 2996 2943 2914 2862 2576 2543 2461 2347 2282 2191 2171 711 1460 1422 1289 1114 1098 1006 965 873 814 300 254 175 782 670 396
is_linear=0
shrinkage=0.00126831


Tree=1304
num_leaves=31
num_cat=0
split_feature=401 1456 457 33 10 48 147 1375 133 160 42 40 1456 1374 51 52 47 4 43 2 4 13 2 133 16 403 12 3 13 3
split_gain=0.000850844 0.000700479 0.000748891 0.000623792 0.00105782 0.000693375 0.000678625 0.000597953 0.00062075 0.000587843 0.000624085 0.000638887 0.000615881 0.000644535 0.000872937 0.00117003 0.000960516 0.0010495 0.000813147 0.000651199 0.000593548 0.000558808 0.000573355 0.000532535 0.00119574 0.000732546 0.000451727 0.00056009 0.000430953 0.000403992
threshold=0.10076500000000001 -1.0000000180025095e-35 -0.15747999999999998 -0.0066799999999999993 -1.0000000180025095e-35 -0.084964999999999985 1.0000000180025095e-35 0.079730000000000009 0.18829500000000002 -0.51745999999999992 -1.0000000180025095e-35 0.064905000000000018 0.075120000000000006 -0.094929999999999987 0.078435000000000019 -0.082554999999999976 0.13148500000000005 0.24564500000000003 -0.16318499999999997 0.13712500000000002 -0.49405499999999997 0.27020000000000005 0.092235000000000025 0.089755000000000015 -0.091354999999999978 0.08332500000000001 0.084225000000000008 -0.0037349999999999996 0.016935000000000002 -0.074479999999999977
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 -5 -6 7 8 9 -7 11 21 13 -12 16 -16 17 18 -15 20 -20 22 28 24 -22 26 27 -26 -11 -28
right_child=-2 2 3 4 5 6 -8 -9 -10 10 12 -13 -14 14 15 -17 -18 -19 19 -21 23 -23 -24 -25 25 -27 29 -29 -30 -31
leaf_value=-0.0010410100127809171 -0.0014108612593008894 0.0010207036891970946 -0.001074205837346224 0.00090447830391017807 -0.00095064987587155229 -0.0010161418735090038 0.00093957083238099446 -0.0011311446917792376 -0.00097791299564327946 -0.0012880446740690078 -0.00081415111216080337 0.00058388506691010747 -0.0010865367324294089 0.00092896139547141425 -0.00055189477548378942 0.0010369141047289979 -0.001231842679913474 0.00071708262925125545 -0.00088841400905857726 -0.0013241668485479681 -0.0010163313129100098 -0.0014352834028430956 0.00028944261086822379 0.00058326881927240422 0.0010451367662851626 0.0011508405677296814 -0.00090329606035832678 -0.00013738995022848189 -0.0001312359774903571 0.00014116616627242332
leaf_weight=0.0018887855695000058 0.0011990835200561536 0.001158044123751977 0.0015498521354775354 0.0019914137527978762 0.002351804614537655 0.0014336619908821282 0.0012049272111358525 0.0013286385846038576 0.0017878784147433704 0.0016008588895863865 0.001691005736624617 0.0010533850586540439 0.0010287778642701353 0.0015103968294170001 0.0013056509572493269 0.0039909984310817484 0.001290163926682907 0.0041935876945924369 0.0018439651992600949 0.0010055661397529994 0.0025724775326523156 0.0014443174424680905 0.0016479335605745771 0.0026127955740429263 0.0013216583369413115 0.0012463424161626158 0.0018583559577605028 0.0023829311863146421 0.0011928676426746776 0.0013622127723849206
leaf_count=287 165 36 34 139 62 114 90 114 282 320 46 21 150 17 48 112 20 173 75 8 101 34 167 84 58 26 208 36 60 34
internal_value=0 -0.000169783 -0.000137494 -0.000164424 -0.000135203 -0.000179957 -0.00013868 -0.000169102 -0.000138211 -0.00010029 -6.58784e-05 -0.000461064 2.19695e-05 5.97462e-05 0.000111603 0.000645265 -1.02318e-05 6.17015e-05 -9.34289e-05 -0.000188714 -0.000113601 -0.000648074 -0.000392093 -6.6341e-06 -0.000150091 0.000122611 -6.24425e-05 0.000284491 -0.00079411 -0.000461517
internal_weight=0 0.0528513 0.0509625 0.0498044 0.0482546 0.0462632 0.0439114 0.0427064 0.0413778 0.0395899 0.0381562 0.00693936 0.0312169 0.0301881 0.0284971 0.00529665 0.0232005 0.0219103 0.0177167 0.0162063 0.0152007 0.00588598 0.00444166 0.0133568 0.010744 0.0081715 0.00692516 0.00370459 0.00279373 0.00322057
internal_count=3121 2956 2669 2633 2599 2460 2398 2308 2194 1912 1798 602 1196 1046 1000 160 840 820 647 630 622 581 547 547 463 362 336 94 380 242
is_linear=0
shrinkage=0.00145689


Tree=1305
num_leaves=20
num_cat=0
split_feature=3 1447 453 4 15 159 403 0 12 1374 15 52 133 42 16 0 3 1 16
split_gain=0.000164325 0.000157942 0.000174974 0.000267494 0.000166628 0.00017617 0.000258316 0.000218658 0.00022603 0.000177445 0.000333333 0.000202897 0.000169801 0.000130912 0.000361124 0.000472006 0.000293324 0.000128432 0.000125642
threshold=0.30112000000000005 -1.0000000180025095e-35 1.0000000180025095e-35 0.24564500000000003 -0.10324499999999999 0.091530000000000014 0.10301500000000001 0.18019500000000002 0.10388500000000002 -0.094929999999999987 -0.094549999999999981 0.15915500000000002 -0.0061299999999999992 0.091295000000000015 0.15891500000000003 -0.077999999999999986 0.083060000000000009 0.111945 -0.5224049999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 6 7 8 9 -6 -11 12 -12 14 15 16 -14 18 -5
right_child=-2 2 -4 17 5 -7 -8 -9 -10 10 11 -13 13 -15 -16 -17 -18 -19 -20
leaf_value=-0.0018713272667359089 0.0018344082319475109 -0.0019200697169706512 -0.0019562670211771146 0.0015388771995591124 -0.0016425608559213008 -0.0018436737675012157 -0.0021553222104717454 0.0023523504856760172 -0.0018614547786837366 0.0025202279894735993 -0.0011980095655315811 -0.0018491528693207445 -0.0014618101822404398 0.0019039546328534569 -0.0015767932018150462 0.002866880448055561 0.0017790163899570406 0.0021324774419646851 -0.00076698247949125446
leaf_weight=0.0010845559580937017 0.0010228130131227911 0.0011504914028019298 0.0010033286150701306 0.0010795291625207426 0.0010013034467899482 0.0011546319132069152 0.0010873943143847034 0.0010213322800716193 0.0012257316380221159 0.0014992252032723892 0.0013429812678874579 0.0010466297738441774 0.0016774411018524154 0.0014612456004217123 0.001641171089030502 0.0018382737945230659 0.0010009400963610915 0.0017766346891244233 0.0010427646974213714
leaf_count=299 132 181 72 56 50 213 159 26 179 65 373 181 324 210 197 105 30 191 78
internal_value=0 -0.000104424 -2.12914e-05 6.67638e-05 -0.000175115 -5.70116e-05 7.31942e-05 0.000237414 8.01473e-05 0.000270398 0.000436844 0.000124769 0.000355293 0.000629087 0.000326562 0.00101816 -0.000250678 0.00119266 0.00040592
internal_weight=0 0.0241356 0.0230511 0.0220477 0.0181488 0.0169983 0.0158437 0.0147563 0.0137349 0.0125092 0.0115079 0.0100087 0.00896205 0.00761907 0.00615783 0.00451665 0.00267838 0.00389893 0.00212229
internal_count=3121 2989 2690 2618 2293 2112 1899 1740 1714 1535 1485 1420 1239 866 656 459 354 325 134
is_linear=0
shrinkage=0.00473777


Tree=1306
num_leaves=20
num_cat=0
split_feature=147 11 4 16 2 0 42 47 151 1 15 43 42 3 1 0 13 2 1
split_gain=0.000138153 0.000200867 0.000171181 0.000184888 0.000219913 0.000316436 0.000186867 0.000233607 0.000262385 0.000183566 0.000175268 0.000168962 0.000274038 0.00018423 0.000204388 0.000251024 0.000177528 0.000119836 0.000115621
threshold=0.089025000000000007 0.089270000000000002 0.27287000000000006 -0.36241499999999999 0.10912000000000001 0.010870000000000003 0.10194000000000002 0.10783500000000001 -0.086769999999999986 0.096325000000000008 -0.069954999999999989 -0.084004999999999982 -1.0000000180025095e-35 -0.078934999999999991 0.089175000000000018 -0.10224499999999999 -0.033284999999999988 0.092875000000000013 0.111945
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 9 6 10 7 8 -5 -1 -6 12 -10 -13 17 -16 -14 -15 -4
right_child=-2 -3 18 4 5 -7 -8 -9 11 -11 -12 13 16 14 15 -17 -18 -19 -20
leaf_value=-0.0002277028578837993 0.001477990977171841 -0.001974993570205451 0.00019999547364180014 0.0017672959526579659 0.0013728099766031653 0.0032217366483213356 -0.0019313107471226664 0.0015785749736875788 -0.0013697481227903604 -0.002801681574557657 -0.0012507550349887711 -0.0022924993781073479 5.7781817079797032e-05 0.0010681114040348805 -0.002692226442820877 -2.0059613385124881e-05 0.0027131113016335027 -0.00079839759782510122 0.0022565366255125922
leaf_weight=0.001327378076490633 0.001210877236569984 0.0011271839464619396 0.0011898537117289712 0.0011710128690651809 0.0011042251249779866 0.0010047458250568297 0.0012056653484949784 0.0015911483892272491 0.0012106936089565368 0.0010130447283245303 0.0010119517932293256 0.0015293979602241641 0.0010704552209098717 0.0017838354096273486 0.0014789395136176609 0.001437693348043112 0.0010193066916039939 0.0011885723051688335 0.0010827936497654345
leaf_count=107 124 103 57 158 146 39 197 96 212 25 142 801 172 149 54 145 45 140 209
internal_value=0 -9.92274e-05 -4.92476e-06 -0.000138561 1.95832e-05 0.00111737 -0.000213695 -6.0082e-05 -0.000279373 -0.00134184 0.000118226 -0.000502966 0.000354194 -0.000884316 -0.000518607 -0.00137504 0.00135295 0.000321753 0.00117983
internal_weight=0 0.0235479 0.0224207 0.0201481 0.0178076 0.00312092 0.0146867 0.0134811 0.0118899 0.00234042 0.00211618 0.0107189 0.00330046 0.00741844 0.00588904 0.00291663 0.00208976 0.00297241 0.00227265
internal_count=3121 2997 2894 2628 2496 327 2169 1972 1876 132 288 1718 429 1289 488 199 217 289 266
is_linear=0
shrinkage=0.00455379


Tree=1307
num_leaves=19
num_cat=0
split_feature=1 3 12 0 15 147 2 403 15 1 1 47 14 15 16 48 48 15
split_gain=0.000137561 0.00028346 0.000276696 0.000367644 0.000283072 0.000190464 0.000249611 0.000188803 0.000324398 0.000191427 0.000208391 0.000196411 0.000195708 0.000335986 0.000194936 0.000198128 0.000130915 9.24157e-05
threshold=0.077565000000000009 0.097915000000000016 0.092355000000000007 -0.087634999999999977 0.035560000000000008 0.089025000000000007 0.13754500000000003 0.03138500000000001 0.035560000000000008 0.086560000000000012 0.091785000000000019 0.13148500000000005 -0.22253999999999999 -0.10653 -0.091354999999999978 0.016865000000000002 0.094680000000000014 -0.064294999999999977
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -5 6 7 8 9 -2 -11 12 -12 16 -15 17 -14 -16
right_child=5 -3 -4 4 -6 -7 -8 -9 -10 10 11 -13 13 14 15 -17 -18 -19
leaf_value=-0.0020528858865523523 0.0014959671162848769 0.001079491435570658 -0.0026198612957457987 -0.00071167845721578421 0.0017149377415343408 0.0018792760494125737 0.0019505966116001193 0.0015748487360197055 -0.0020035201606791024 -0.0017435197839806476 -0.0011167109506602529 -0.0014375376486373706 0.0029339825586684946 -0.0016079520181445596 -0.0010306356065826246 0.0018030794415266861 0.00087345859512809527 0.00064807583570754344
leaf_weight=0.0016107618514192837 0.0013375638920649644 0.0015926583830605523 0.0012331479982113092 0.0018727803849015179 0.0014516990551813325 0.0010666589273999874 0.0011232334704169853 0.0010996213803515795 0.0015100466656561293 0.0012470671742106374 0.001381134424569443 0.0012944288133809332 0.0010996637918297457 0.0010443710775278657 0.0012584820119312433 0.0011722349553044964 0.001002952375117161 0.0010021024569675093
leaf_count=408 94 26 506 268 428 101 139 95 318 121 75 33 101 57 71 105 44 131
internal_value=0 -0.000471762 -0.000872291 -0.000435633 0.000347951 0.000193188 7.77003e-05 -6.78878e-05 -0.000203197 2.64118e-05 -0.000160747 5.25154e-05 0.000294794 0.000591076 -4.76334e-05 0.000427064 0.00195111 -0.000286474
internal_weight=0 0.00776105 0.00616839 0.00493524 0.00332448 0.0166396 0.0155729 0.0144497 0.01335 0.01184 0.0105024 0.00925537 0.00796094 0.00657981 0.00447719 0.00343282 0.00210262 0.00226058
internal_count=3121 1636 1610 1104 696 1485 1384 1245 1150 832 738 617 584 509 364 307 145 202
is_linear=0
shrinkage=0.00412451


Tree=1308
num_leaves=31
num_cat=0
split_feature=39 31 42 1456 151 33 1213 474 4 480 133 1374 1 14 1374 0 49 47 0 0 151 15 43 16 133 42 13 48 13 2
split_gain=0.00127152 0.0011742 0.00101607 0.000900916 0.000904063 0.000827854 0.000706165 0.000715508 0.00102604 0.000858418 0.000780703 0.000802767 0.000696876 0.000574666 0.000932471 0.000679908 0.00106248 0.000852631 0.000554928 0.00067369 0.000509015 0.000566559 0.000669013 0.000900976 0.000561089 0.000511074 0.000949015 0.000452405 0.0005307 0.00105585
threshold=0.16946000000000003 -1.0000000180025095e-35 -0.26584999999999998 -1.0000000180025095e-35 -0.5145249999999999 -0.0066799999999999993 -0.082704999999999987 -1.0000000180025095e-35 0.50996500000000011 0.084710000000000021 -0.25159999999999993 0.093235000000000012 0.077565000000000009 0.076175000000000007 -0.094929999999999987 -0.10607499999999999 -0.066894999999999982 0.081320000000000017 -0.18113999999999997 -0.23091999999999999 0.13982000000000003 0.10017500000000001 0.016310000000000002 -0.084119999999999986 0.09389500000000002 -1.0000000180025095e-35 -0.029529999999999997 0.092065000000000022 -0.0025349999999999995 -0.0091949999999999983
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 -5 -6 -7 -8 9 10 -9 12 20 14 -14 17 -17 18 19 -16 21 22 23 -12 25 -25 -27 28 -18 -30
right_child=-2 2 3 4 5 6 7 8 -10 -11 11 -13 13 -15 15 16 27 -19 -20 -21 -22 -23 -24 24 -26 26 -28 -29 29 -31
leaf_value=0.0014862981860355026 0.0014864933476871481 -0.0014863417130089268 -0.0010156670618432855 -0.0013869832325006598 -0.0011422213512958057 -0.0011895620275409816 -0.0011426940482530624 -0.00089354003410290828 0.0013588861553175413 -0.0011347196221217788 -0.0014860928422522912 -0.0011667010738670206 -0.00065123982529931767 -0.0007061584683746234 0.0014862692625028666 -0.0012334227720134962 0.0005515139822298619 0.00011622709454153603 0.0014465776538887022 0.00015468259032471487 0.00092878277051185827 -0.0011916097238465497 0.00045758829442220177 -0.00069408275939303028 -0.00080901834834004832 -0.00015877558877069406 0.0012129897453268983 0.0010083255608113902 0.00087872105458500292 -0.00088872989505004677
leaf_weight=0.0010547657699448978 0.0011913295609318189 0.0011376866465671034 0.0021154815279842412 0.0010530010617983967 0.0013494095629447136 0.0010112394551025075 0.0010561753807394316 0.0017034088335914346 0.0013741844751766754 0.0012999538332172369 0.0011980947810865594 0.0010212470142398891 0.0017833513817890881 0.0011302310333949342 0.0012899641774879456 0.0010344049069530578 0.0039795633702899291 0.0033723784694075221 0.0034926471095424426 0.0024001461813440983 0.0010286749568990681 0.001073632484551724 0.0037882263992257146 0.0013533171310105042 0.0019097920029833571 0.0030658991861947128 0.0017490502428074723 0.0018659712273629836 0.0011607799615713787 0.0020907304614947754
leaf_count=84 23 18 287 50 29 269 111 160 107 200 230 38 25 49 27 58 274 53 114 32 13 94 97 139 131 187 24 45 17 136
internal_value=0 -6.5914e-05 -9.74666e-05 -6.63321e-05 -2.50392e-05 5.10069e-06 3.85877e-05 6.60513e-05 9.49572e-05 5.4368e-05 9.16228e-05 0.0001338 0.000168059 0.00032778 0.000379787 0.00046867 0.000193688 0.000732614 0.00102201 0.00062017 -8.04756e-05 -0.000153909 -6.86303e-05 -0.000283529 -0.000105171 0.000112751 0.000339524 0.000355962 0.00018762 -0.000257755
internal_weight=0 0.0529434 0.0518886 0.050751 0.0486355 0.0475825 0.0462331 0.0452218 0.0441656 0.0427915 0.0414915 0.0397881 0.0387669 0.0236002 0.0224699 0.0206866 0.0101314 0.0105551 0.00718276 0.00369011 0.0151667 0.014138 0.0130644 0.00927615 0.00807806 0.00616827 0.00481495 0.00909705 0.00723107 0.00325151
internal_count=3121 3098 3014 2996 2709 2659 2630 2361 2250 2143 1943 1783 1745 830 781 756 530 226 173 59 915 902 808 711 481 350 211 472 427 153
is_linear=0
shrinkage=0.00148603


Tree=1309
num_leaves=19
num_cat=0
split_feature=1447 15 158 156 15 133 130 133 133 13 42 15 15 16 1 160 42 47
split_gain=0.000135717 0.000128609 0.000192226 0.000149819 0.000185551 0.000186371 0.000254272 0.000294797 0.000285002 0.000230399 0.000223785 0.000379279 0.000235412 0.000594766 0.000293449 0.000246949 0.000177539 2.42805e-05
threshold=-1.0000000180025095e-35 -0.24436499999999997 1.0000000180025095e-35 0.090310000000000015 -0.11713499999999999 0.10722500000000001 -0.082104999999999984 -0.0061299999999999992 -0.16271999999999995 -0.099939999999999987 0.088380000000000014 0.084050000000000014 -0.016799999999999995 -0.056919999999999991 0.104035 0.086870000000000017 0.092145000000000019 0.09550500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 -3 6 -6 8 -8 -9 11 12 13 15 -14 17 -12 -11
right_child=1 2 -4 -5 5 -7 7 9 -10 10 16 -13 14 -15 -16 -17 -18 -19
leaf_value=-0.0015334338478703998 0.0011969629270308223 -0.0011511248250412282 -0.0019025413904901454 -0.00158509196504644 0.0025016069728575709 -0.0012604464294690377 0.00034734983605624192 0.0019365567648092338 -0.0026561866323631207 0.0011202741729103973 0.0028284636646308931 -0.0024416537692814075 0.00014297151573790511 -0.0028970658960438401 0.0030284661516867895 -0.00088302001638726566 0.00040435955873883262 0.002061701725559314
leaf_weight=0.0010831826042699269 0.0017377084650454502 0.0019323053691803161 0.0010126178545983846 0.0010191465538271207 0.0010416231457455174 0.0013897706722120198 0.0012272107161979129 0.001903411237195834 0.0011941968265347666 0.001090039695728625 0.0010425473508899339 0.0011010983371707583 0.0016672780066383647 0.0012337091806979839 0.0011347610246412732 0.001250143248309854 0.0013012472784097451 0.00101221578393762
leaf_count=300 238 175 245 229 73 313 166 92 403 102 106 129 191 171 34 30 107 17
internal_value=0 5.14968e-05 -4.08549e-05 5.09227e-05 0.000136333 0.000277769 0.000409734 0.000265984 -0.00113394 0.000532134 0.00028537 -4.51807e-05 0.00031198 -0.00029873 0.00131153 0.000657478 0.00148263 0.00157356
internal_weight=0 0.023291 0.0215533 0.0205407 0.0195216 0.0175893 0.0161995 0.0151579 0.00242141 0.0127365 0.010833 0.00848925 0.00738815 0.00458611 0.00280204 0.0033524 0.00234379 0.00210226
internal_count=3121 2821 2583 2338 2109 1934 1621 1548 569 979 887 674 545 320 225 149 213 119
is_linear=0
shrinkage=0.00437696


Tree=1310
num_leaves=31
num_cat=0
split_feature=39 151 42 14 3 33 2 1456 1374 133 52 133 1374 0 159 1213 159 4 3 0 50 160 49 15 4 1 48 2 12 12
split_gain=0.00115765 0.000839851 0.000800863 0.000680087 0.00074888 0.00068073 0.0010424 0.000779936 0.000619319 0.000596077 0.000789902 0.00059578 0.000549521 0.000590536 0.00057791 0.000568972 0.000543519 0.000541635 0.000464056 0.000636746 0.000449508 0.000533861 0.000555909 0.000452438 0.000748643 0.000392279 0.000341133 0.000317771 0.000466573 0.0002495
threshold=0.16946000000000003 -0.5145249999999999 -0.11466499999999999 0.076175000000000007 0.30112000000000005 -0.0066799999999999993 -0.0091949999999999983 -1.0000000180025095e-35 0.093235000000000012 -0.25159999999999993 -0.52017999999999986 0.18829500000000002 -0.094929999999999987 -0.15350499999999997 -0.032739999999999991 -0.080769999999999995 0.10395500000000001 -0.00027999999999999998 -0.10519499999999998 -0.11991499999999998 0.099450000000000011 0.092070000000000013 -0.014169999999999999 -0.055554999999999993 0.09173000000000002 0.077845000000000011 0.11865500000000002 0.10613000000000002 0.084225000000000008 0.051320000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 29 4 5 -4 -7 -8 9 -9 -11 12 -12 17 -15 -16 18 -14 25 -20 21 22 -21 -24 27 -17 -19 28 -25 -3
right_child=-2 2 3 -5 -6 6 7 8 -10 10 11 -13 13 14 15 16 -18 26 19 20 -22 -23 23 24 -26 -27 -28 -29 -30 -31
leaf_value=-0.0013132980059487338 0.0014007710808734244 -0.0003696253212821858 -0.0010190519241311123 -0.00091642143611362237 0.0010011805222775055 0.00098774111339894268 -0.0010508692074436053 -0.00080356485711669554 -0.0010231930727486677 -0.0010567811532660374 -0.00064749632309495542 -0.00078422229274382788 -0.00013518089222778725 -0.00064691737080813463 -0.00081818382174972837 0.00031832348664712214 -0.00051972314961879764 0.0011659030810945875 0.00086614475421107153 -0.00099086728791821475 0.00086721028602668919 0.0008020961516030427 -0.00061860794101231806 0.00087170963363696725 0.0011803611411232908 0.001107711020734294 0.00023540901441028141 -0.00063019470532301434 -0.00018950635831782133 -0.0013320008274663024
leaf_weight=0.0010259055042851619 0.0010881836196574559 0.0010100510590724801 0.0012322049850776997 0.0015028895807631662 0.001538498640035523 0.0021419802194700957 0.0013776207358541228 0.0015133417174972843 0.0010758564308854792 0.0011270706709602943 0.0015098819908558872 0.0013218392585239149 0.0012977704152490332 0.0017578571626719599 0.001050592576908648 0.0027512696620988044 0.0017059034630616523 0.0028095736175188643 0.0022164559081225685 0.0013399213605440616 0.0011880945870390578 0.0012995010298126894 0.0018936922280150476 0.0011904958817794921 0.0011559802750582548 0.002239052574043221 0.0010656247106908268 0.0014205839127221509 0.002557892762852898 0.0011074031057558553
leaf_count=50 23 35 32 87 128 116 253 162 39 183 37 272 23 242 233 45 137 72 75 102 64 41 133 28 7 48 13 36 273 132
internal_value=0 -6.03822e-05 -3.20694e-05 9.06827e-06 4.23607e-05 5.70211e-06 3.80727e-05 -1.71049e-05 2.30248e-05 5.57334e-05 9.52607e-05 0.000136128 0.00017608 0.000219048 0.000125727 0.000187437 0.000237845 0.000647813 0.00030497 0.000176373 4.94576e-05 -4.00212e-05 -0.000154508 -1.81531e-05 0.000161623 0.000672505 0.00091003 -6.62056e-05 0.000147538 -0.000872936
internal_weight=0 0.0464248 0.0453989 0.0432814 0.0417786 0.0402401 0.0390079 0.0368659 0.0354883 0.0344124 0.0328991 0.031772 0.0304501 0.0289403 0.0237673 0.0220094 0.0209588 0.00517297 0.0192529 0.0142626 0.0120462 0.0108581 0.00955857 0.00821865 0.00632495 0.00499032 0.0038752 0.00516897 0.00374839 0.00211745
internal_count=3121 3098 3048 2881 2794 2666 2634 2518 2265 2226 2064 1881 1609 1572 1464 1222 989 108 852 759 684 620 579 477 344 93 85 337 301 167
is_linear=0
shrinkage=0.00140032


Tree=1311
num_leaves=19
num_cat=0
split_feature=41 124 123 484 3 15 0 13 3 1 47 457 49 0 43 15 16 457
split_gain=0.000128277 0.000153001 0.000205931 0.000233232 0.000237218 0.000316327 0.00029778 0.000404433 0.0002032 0.000181135 0.000445504 0.000143567 0.000242416 0.000190097 0.000283214 0.000235128 8.53036e-05 8.27296e-05
threshold=0.078475000000000017 0.08919500000000001 1.0000000180025095e-35 -0.0068949999999999992 -0.10519499999999998 -0.010414999999999999 -0.053834999999999994 -0.099939999999999987 -0.13309499999999996 0.12408500000000001 0.096175000000000024 0.082380000000000009 -0.063424999999999981 -0.10011499999999998 -0.0030899999999999994 -0.10324499999999999 -0.08231999999999999 0.11702000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 -5 9 -8 -7 10 11 12 -6 15 16 -14 -15 -13
right_child=-2 -3 -4 4 6 8 7 -9 -10 -11 -12 17 13 14 -16 -17 -18 -19
leaf_value=-0.001942264570682359 -0.0012846750843609578 0.0017344434593732996 0.0014938370505497441 0.0031308317008384304 -0.001776181397570238 -0.00087012321899094776 0.00027882926058680959 -0.0032643875935074989 0.0015726491997620285 0.0015688160517402894 -0.0028910762602434785 0.0020950725284204054 -0.00049868542637379327 0.0012911648217062911 -0.0025007713816116023 0.0019329900249422164 -0.00050707218740421347 0.00030129709233306471
leaf_weight=0.0013367539402951425 0.0014964235981986809 0.0010437060972314774 0.0016638803801506943 0.001007495261996505 0.0014733539082385531 0.001539101235912943 0.0011846813737892425 0.0014019310927186968 0.0012141996323844452 0.0013480246529522519 0.0010779996355740904 0.0010079219481458077 0.0013079509006983514 0.0010298151836453653 0.0010123800836571639 0.0020114224313090281 0.0010743203238477196 0.0010425532175375452
leaf_count=472 148 52 225 82 107 122 38 179 56 97 112 76 69 265 373 66 542 40
internal_value=0 6.47133e-05 -1.5471e-05 -0.000140599 -1.20364e-05 0.000990376 -0.000263825 -0.00164158 0.000207134 2.39019e-05 -0.000164777 0.000130307 -0.000142614 0.000231355 -0.000560507 0.000974824 0.000373029 0.00118304
internal_weight=0 0.0227775 0.0217338 0.0200699 0.0187332 0.0037608 0.0149724 0.00258661 0.0027533 0.0123857 0.0110377 0.00995972 0.00790924 0.00643589 0.00311652 0.00331937 0.00210414 0.00205048
internal_count=3121 2973 2921 2696 2224 260 1964 217 178 1747 1650 1538 1422 1315 1180 135 807 116
is_linear=0
shrinkage=0.0044645


Tree=1312
num_leaves=20
num_cat=0
split_feature=1 0 3 15 4 147 2 403 4 157 49 14 15 16 2 2 4 43 13
split_gain=0.000128935 0.000267948 0.000382671 0.000341879 0.000245545 0.000176085 0.000208698 0.000170731 0.000303445 0.000216795 0.00029647 0.000209709 0.000368682 0.000245832 0.000146659 0.000146472 0.00021217 0.000130255 0.000106231
threshold=0.077565000000000009 -0.059114999999999994 -0.084074999999999997 0.083935000000000023 -0.51843499999999987 0.089025000000000007 0.13754500000000003 0.03138500000000001 -0.04890499999999999 -0.025309999999999996 -0.081404999999999991 -0.10708499999999999 -0.15026499999999995 -0.27167499999999994 0.090675000000000019 0.089885000000000007 0.053180000000000012 -0.074974999999999986 -0.089109999999999981
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 -3 6 7 8 14 -10 -11 -12 -13 -14 -2 16 -15 -18 -6
right_child=5 4 3 -5 18 -7 -8 -9 9 10 11 12 13 15 -16 -17 17 -19 -20
leaf_value=-0.0038888271721138385 -0.00052118246936360606 -0.0016885055542250143 -0.0023898473129730854 0.0010821076688085779 0.0022182160819219153 0.0022131983393293506 0.002186437426246446 0.0018202181993316928 0.0023099863988725079 0.0018983051768302235 -0.0024265155280180587 0.0024934875666359712 -0.0028488550995631095 -0.0025435476253657888 -0.0030413393492618461 0.001213995306013604 -0.0013392916415713098 0.0009083314422452431 0.00026375440139740674
leaf_weight=0.0011163146510520241 0.0010530922698409615 0.001000927264876772 0.0012483428789052398 0.0015381296096201869 0.0012565318952795224 0.0010184767701089106 0.0010785812310950557 0.0010806524941662241 0.0010005407024157318 0.0015263371879195046 0.0011424554179033661 0.0010855738137097205 0.0010075912630949126 0.0010663199596898558 0.001200791929321543 0.0013409576040874782 0.0010074948186122867 0.0016564453507470489 0.0014616932214144285
leaf_count=652 308 22 482 326 24 101 139 95 122 91 56 104 52 133 156 58 30 40 130
internal_value=0 -0.000548071 -0.00145027 -0.000473332 0.00039867 0.000228851 9.62983e-05 -6.28169e-05 -0.0002183 0.000124042 -9.83808e-05 -0.000465261 -0.000152513 -0.000625045 -0.00186384 -0.0001832 -0.000685465 5.82866e-05 0.00116723
internal_weight=0 0.00762194 0.00390279 0.00278647 0.00371915 0.0162653 0.0152468 0.0141683 0.0130876 0.0108337 0.00983318 0.00830684 0.00716438 0.00607881 0.00225388 0.00507122 0.00373026 0.00266394 0.00271823
internal_count=3121 1636 1460 808 176 1485 1384 1245 1150 686 564 473 417 313 464 261 203 70 154
is_linear=0
shrinkage=0.00492917


Tree=1313
num_leaves=31
num_cat=0
split_feature=39 151 42 1456 1213 33 9 14 1374 1429 133 123 13 1447 13 1 13 16 1374 2 151 12 129 133 16 133 49 16 42 1
split_gain=0.00126807 0.000835995 0.000810013 0.000778234 0.000754518 0.000786307 0.000650088 0.000591154 0.000617768 0.000611838 0.000620195 0.000685084 0.00105102 0.00071823 0.000799302 0.000835731 0.000815336 0.000754404 0.000753538 0.000734516 0.000635357 0.000624457 0.000568603 0.000468638 0.000651307 0.000693529 0.000348608 0.00032336 0.000265314 0.00034344
threshold=0.16946000000000003 -0.5145249999999999 -0.11466499999999999 -1.0000000180025095e-35 -0.082704999999999987 -0.0066799999999999993 0.088235000000000022 0.076175000000000007 0.093235000000000012 -1.0000000180025095e-35 -0.25159999999999993 0.083430000000000018 -0.53104499999999988 -1.0000000180025095e-35 -0.47860499999999995 1.0000000180025095e-35 -0.093839999999999993 0.15891500000000003 -0.094929999999999987 1.0000000180025095e-35 0.13982000000000003 0.092355000000000007 0.08888500000000002 0.093255000000000018 0.0065250000000000004 0.083950000000000011 -0.083094999999999988 -0.008904999999999998 0.088465000000000002 0.095285000000000022
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 -5 -6 7 8 9 -7 -11 12 -12 -14 -15 20 -17 18 -18 28 21 22 23 24 25 -16 -21 -28 29 -20
right_child=-2 2 3 4 5 6 -8 -9 -10 10 11 -13 13 14 15 16 17 -19 19 26 -22 -23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=-0.0013628185638439882 0.001428829731587037 -0.00091008264880441893 -0.00097962198118175105 -0.0011482309561994561 -0.00099119752883100099 -0.00091993955212614888 0.0011042878948827944 -0.00087461470818606579 -0.00094121689367535728 -0.00074161802998538038 -0.0010229491596231669 0.00097623459534836596 -0.00090076654598477443 0.0013409241623126948 -0.0010528122884265413 0.0010582915247087953 -0.00058742334371280269 -0.00063363732672638232 -0.00039129818936475255 1.7527190751334619e-05 0.00096551168477646216 -0.00096660302308243919 0.00087999689665424702 -0.00093785312904827922 0.00058370461341797906 0.00038660484008551008 0.00067601892055578765 0.00138255585668562 -0.00062736138747623274 0.00069117599826579504
leaf_weight=0.0010054581300380496 0.0011734103396712206 0.0021125147610554498 0.0016085649893265988 0.0010757361555211445 0.0013931192197613731 0.0010913962347515174 0.0012741192299563489 0.0013130205811346931 0.0011260105960726454 0.0014709574829907526 0.0014802422496131831 0.0022008874925831803 0.0011416696607352552 0.0013179291883744773 0.0016553452169010274 0.0031152637279596709 0.0014564000155132826 0.0017272854279193348 0.0010405568071636395 0.0010595300616387249 0.0010017538097599763 0.0018834051974785382 0.0011446055511470377 0.0014168599078736577 0.0021581330748199345 0.0011624138076418156 0.0040597187450881478 0.0019592925806648509 0.0010508195616436566 0.0014057994438085863
leaf_count=50 23 167 271 253 34 131 54 62 42 156 13 195 175 30 230 103 20 103 104 18 13 278 20 89 64 121 105 40 121 36
internal_value=0 -7.44446e-05 -4.62243e-05 -4.55084e-06 3.26322e-05 6.35348e-05 0.000100534 6.72634e-05 0.000100574 0.000133159 0.000166083 0.000206014 0.000151746 0.000210181 0.000254505 0.000202051 0.000398464 0.000249073 0.000375792 0.000508438 -0.000115953 -0.00023095 -4.71276e-05 -0.000213127 -6.76477e-06 -0.000459008 0.000773019 0.000906009 -2.70952e-05 0.000230746
internal_weight=0 0.0469088 0.0459034 0.0437908 0.0421823 0.0411065 0.0397134 0.0384393 0.0371263 0.0360003 0.0349089 0.0334379 0.031237 0.0297568 0.0286151 0.0272972 0.0168747 0.0137594 0.0120321 0.0105757 0.0104225 0.00942076 0.00753736 0.00639275 0.00497589 0.00281776 0.00707854 0.00601901 0.00349718 0.00244636
internal_count=3121 3098 3048 2881 2610 2357 2323 2269 2207 2165 2034 1878 1683 1670 1495 1465 650 547 444 424 815 802 524 504 415 351 163 145 261 140
is_linear=0
shrinkage=0.00142833


Tree=1314
num_leaves=31
num_cat=0
split_feature=39 31 42 151 14 33 1429 4 150 376 158 12 3 160 52 403 484 43 401 1374 147 15 4 16 52 47 42 1 1 13
split_gain=0.0011374 0.00109282 0.000923617 0.00086515 0.000877811 0.000928166 0.000786157 0.00070708 0.000878567 0.000678506 0.000879169 0.000808886 0.000782388 0.000797826 0.000750297 0.000633386 0.00061509 0.000508437 0.000499327 0.000545376 0.000521103 0.000537971 0.000568555 0.000384765 0.000389932 0.000352752 0.000331587 0.000474794 0.000647426 0.000486348
threshold=0.16946000000000003 -1.0000000180025095e-35 -0.26584999999999998 -0.5145249999999999 0.076175000000000007 -0.0066799999999999993 -1.0000000180025095e-35 0.27834500000000006 -0.22665999999999997 0.048375000000000008 0.085900000000000018 -0.042789999999999988 0.149315 -0.098904999999999979 -0.11592499999999999 -0.088999999999999982 0.084750000000000006 -0.073959999999999984 1.0000000180025095e-35 -0.094929999999999987 0.085610000000000006 -0.11713499999999999 -0.49013999999999996 -0.53943499999999989 -0.013374999999999998 0.09550500000000002 -1.0000000180025095e-35 0.10089500000000001 0.090130000000000016 -0.084154999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 5 -5 -7 8 -8 10 11 -10 13 -13 17 -16 18 -15 19 -17 21 -21 -23 -9 -25 26 -24 28 29 -28
right_child=-2 2 3 4 -6 6 7 23 9 -11 -12 12 -14 14 15 16 -18 -19 -20 20 -22 22 25 24 -26 -27 27 -29 -30 -31
leaf_value=0.0013197357557771198 0.0013199555558423455 -0.0013197767567950036 -0.0012153990445622838 -0.0010208749511283139 -0.00093236213084634759 -0.00094922461399317534 0.0011144481434768303 0.0012375047140487086 -0.00077996087465034847 0.00068754432964402118 -0.0012071355637372856 -0.00088821239022087958 0.00073457833445228461 -6.8389242075388406e-05 -0.00084900561140417545 -0.0005589882746947593 0.00094479546071752534 -0.0011426511779716025 -0.00054830975937887247 -0.00058331282449471946 -0.00067689228232211838 -0.00039016536535543464 -0.00011804386989504747 0.00097953485736633743 4.2980482983895234e-05 0.00091855524354520358 -0.00011765761699764543 0.0010577029565326376 -0.00049111762468242017 0.00068162931109686615
leaf_weight=0.0010032618673425633 0.0010871053944718758 0.00101073978875199 0.0010767612905269166 0.0014586421805695684 0.0017671659777107598 0.001334197351229304 0.0012397307878586608 0.0011261639423230108 0.0022857848060624511 0.0022551839485593908 0.00112424306790082 0.0017650097060850625 0.0025446293034860892 0.0015836596742895281 0.0011612980004889186 0.0017115826212830134 0.0015789197820694758 0.0014878554209902797 0.001933391944388462 0.0011868829841052862 0.0010640828182548736 0.0016789423853680119 0.0022857893441270401 0.0011533547559885449 0.0023537652879763718 0.002118267149278096 0.0017866109363269224 0.001777356772549866 0.0014616756237089135 0.0051364446049695757
leaf_count=84 23 18 50 29 98 151 15 58 80 71 219 261 64 162 339 17 76 129 173 77 29 24 275 58 151 37 121 23 63 146
internal_value=0 -4.39575e-05 -7.10773e-05 -4.55478e-05 -1.95008e-05 1.51216e-05 4.86024e-05 7.89969e-05 2.13331e-05 -1.43973e-05 -5.87735e-05 -2.14043e-05 3.23393e-05 -2.7791e-05 2.65383e-05 0.000102496 0.00014908 -0.000588766 9.2336e-05 0.000153631 0.000219575 0.000274297 0.000336955 0.000566456 0.000350977 0.000420765 0.000336056 0.000438198 0.000306878 0.00047536
internal_weight=0 0.0514514 0.0504481 0.0494374 0.0483606 0.0465935 0.0451348 0.0438006 0.0391673 0.0379276 0.0356724 0.0345482 0.0322624 0.0297178 0.0279528 0.0248812 0.0237199 0.00307152 0.022141 0.0202076 0.0184961 0.017432 0.0162451 0.00463328 0.00350712 0.0145661 0.0124479 0.0101621 0.00838473 0.00692306
internal_count=3121 3098 3014 2996 2946 2848 2819 2668 2401 2386 2315 2096 2016 1952 1691 1400 1061 291 985 812 795 766 689 267 209 665 628 353 330 267
is_linear=0
shrinkage=0.00131955


Tree=1315
num_leaves=31
num_cat=0
split_feature=39 31 42 33 14 151 16 38 3 124 1455 456 132 1374 150 1429 159 1374 1213 158 1213 42 43 4 147 160 12 403 1 159
split_gain=0.00120633 0.00118386 0.000966678 0.000936304 0.000963628 0.000953954 0.00105043 0.000822238 0.00117515 0.000888666 0.000796783 0.000681626 0.000680678 0.000657945 0.000821833 0.000636665 0.000629824 0.000658581 0.000728754 0.000757309 0.000697378 0.000593652 0.000615495 0.000922117 0.000621842 0.000558482 0.000400317 0.000386906 0.000744963 0.000379836
threshold=0.16946000000000003 -1.0000000180025095e-35 -0.26584999999999998 -0.0066799999999999993 0.076175000000000007 -0.5145249999999999 -0.53943499999999989 0.10386000000000002 0.30112000000000005 -0.043384999999999993 1.0000000180025095e-35 0.086265000000000022 -1.0000000180025095e-35 0.093235000000000012 -0.22665999999999997 -1.0000000180025095e-35 -0.032739999999999991 -0.094929999999999987 -1.0000000180025095e-35 0.087355000000000016 0.04198000000000001 -1.0000000180025095e-35 -0.50216499999999986 -0.49013999999999996 0.087210000000000024 -0.090969999999999981 0.11650500000000001 0.03138500000000001 0.10781 -0.24212499999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 5 -5 -7 8 9 -8 11 12 -11 14 -14 -16 29 -18 -19 20 21 27 -23 -24 25 -25 -27 28 -20 -17
right_child=-2 2 3 4 -6 6 7 -9 -10 10 -12 -13 13 -15 15 16 17 18 19 -21 -22 22 23 24 -26 26 -28 -29 -30 -31
leaf_value=0.0014005635744974328 0.0014007586708636138 -0.001400564270691698 -0.0011149812316792736 -0.0012986120984666365 -0.00098707485579132594 0.0011385873562482385 0.00079707734961679188 -0.00091856941049447841 0.0014004003999747168 -0.00095595954586172012 -0.0011075663693495877 -0.0010301342046820192 0.0013331204943405502 -0.00096438656681122569 -0.00093930839985716076 -1.7573917365856082e-05 -0.00067484526288522344 -0.00067752239383064221 -0.001400410692124374 -0.00078114707155572038 -0.00067495341300488729 0.0013210739594845739 -0.00066073248630637378 -0.00046084502287317832 -0.00059388963099199683 0.00064084317343712088 -0.00024319210325029995 0.00031609831870648992 0.00024922014924476903 -0.0011961206728992196
leaf_weight=0.0010732948640146392 0.0011375802412061367 0.001072899144443972 0.0015949028691970559 0.0010657492649102087 0.0019672914973547498 0.0016508456027421936 0.0025954605508557984 0.0018280249466187106 0.0012106809563938717 0.0013516330691800684 0.0013453124885549608 0.0012496855405133003 0.0010121696127498572 0.0012011143773076318 0.0012230594940110242 0.0010084277872444147 0.0018428575938003169 0.001797277281815556 0.0010476888738186743 0.0013518262647744797 0.0013859381587639765 0.0014387803751105812 0.0015611585544092815 0.0010676011020613876 0.0010384382674466499 0.015592994141905986 0.0010735840004443267 0.0018685399294635641 0.0011008366910161271 0.0011452015982444932
leaf_count=84 23 18 29 49 99 66 135 32 103 295 214 103 8 35 120 96 26 372 139 108 141 10 53 72 32 413 18 50 17 161
internal_value=0 -5.58898e-05 -8.44728e-05 -5.81373e-05 -2.57364e-05 1.20467e-05 4.05599e-05 2.26797e-06 3.92555e-05 2.05626e-06 -4.7422e-05 -1.20833e-05 2.04473e-05 5.54004e-05 8.89071e-05 5.34764e-05 8.8855e-05 0.000137938 0.000187332 0.000241819 0.000292706 0.000344708 0.000435966 0.000373337 0.000459332 0.000521004 0.000583898 -0.000149911 -0.000555192 -0.000644271
internal_weight=0 0.0557633 0.05469 0.0536171 0.0520222 0.0500549 0.0489891 0.0473383 0.0455103 0.0442996 0.0417041 0.0403588 0.0391091 0.0377575 0.0365564 0.0355442 0.0343212 0.0321675 0.0303247 0.0285274 0.0271756 0.0257896 0.0217726 0.0203338 0.0187726 0.0177342 0.0166666 0.00401707 0.00214853 0.00215363
internal_count=3121 3098 3014 2996 2967 2868 2819 2753 2721 2618 2483 2269 2166 1871 1836 1828 1708 1451 1425 1053 945 804 598 588 535 503 431 206 156 257
is_linear=0
shrinkage=0.00140032


Tree=1316
num_leaves=31
num_cat=0
split_feature=39 42 42 10 33 1456 10 448 1365 42 15 43 4 376 42 1 12 2 13 13 52 16 16 3 0 0 0 457 2 3
split_gain=0.00113161 0.000866165 0.000757098 0.000626883 0.00101317 0.000984639 0.000812081 0.00052597 0.000541471 0.000626983 0.000713201 0.00067955 0.0015392 0.000935845 0.000713595 0.000687956 0.000556032 0.00037764 0.000643713 0.000613668 0.000560133 0.000524922 0.000471076 0.000378949 0.000370726 0.00042031 0.000459858 0.000366829 0.000338699 0.000309968
threshold=0.16946000000000003 -0.11466499999999999 -0.106335 0.058500000000000003 -0.0066799999999999993 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.083859999999999976 1.0000000180025095e-35 -1.0000000180025095e-35 0.088345000000000021 -0.50216499999999986 -0.51843499999999987 0.048375000000000008 0.092145000000000019 0.122185 0.090995000000000006 0.13093500000000002 -0.094514999999999988 -0.084319999999999992 -0.0064899999999999992 -0.16075999999999999 0.064860000000000015 -0.097604999999999983 -0.17169499999999996 -0.10224499999999999 -0.083914999999999976 0.082380000000000009 0.089885000000000007 0.10542000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 -4 -6 -7 -8 9 10 -9 -11 -13 14 17 16 -16 18 28 -20 23 -19 -23 -21 -22 -26 -27 29 -14 -25
right_child=-2 2 3 -5 5 6 7 8 -10 11 -12 12 13 -15 15 -17 -18 21 19 20 24 22 -24 27 25 26 -28 -29 -30 -31
leaf_value=-0.00088611768363667783 0.0013733276101603425 0.0011492424276437832 -0.0013445557442703802 0.00098749795637642396 -0.0010743672656255965 0.00092051781329668709 -0.0010135501589882895 -0.00085248398046257681 -0.00090971000478364244 0.0010032128879999842 0.00049213944010257022 -0.0013731511682794917 0.00010483942774040203 0.0013730110073451004 -7.5871764907525088e-05 0.0004044269901791174 -0.0011371075368431366 -0.0010929292217097927 -0.00089577816520032951 0.00047856414223811642 0.0009678079489116166 0.00076314891478389615 -0.00054568310190558037 -0.00094039015633559306 -0.00049860215386983951 0.0010079684917324212 -5.6524528717699196e-05 0.00012133539254883979 0.00083781952578709145 -6.5610977842017716e-05
leaf_weight=0.0022527178226423574 0.0010685730710449084 0.0010306598155906945 0.001138987046928718 0.0010895260344212501 0.0016425102966149954 0.0017653989781301052 0.0010014913963818364 0.0028364702169290093 0.0012082803058000016 0.0014549924582070153 0.001007564928594995 0.0013817731127936271 0.0016811804980711989 0.0010645424992130606 0.001586173375738297 0.0014760623436329556 0.0022511895597768783 0.0010120973737084427 0.0011212782317153733 0.001697451154264216 0.0019286193038965393 0.0010436887941871467 0.0010295862551430446 0.0018309368616877932 0.0010770778185218433 0.0015977240603213261 0.0014673305400264691 0.0026029721493614488 0.0040518463015457584 0.0013094199563568054
leaf_count=169 23 20 21 68 268 127 41 482 54 22 154 34 65 68 86 30 360 37 315 96 47 32 15 180 21 36 95 39 92 24
internal_value=0 -5.52063e-05 -1.39651e-05 -4.09934e-05 -6.68925e-05 -3.23489e-05 9.92655e-06 -3.15912e-05 -5.51833e-06 2.44055e-05 -0.000500043 8.61211e-05 4.33681e-05 0.000108985 6.22053e-05 -0.000392069 -0.000698446 0.000165132 0.000232941 8.01666e-05 0.000161157 -0.000282458 0.000113184 -9.13258e-05 0.00047062 0.000239124 0.000498365 -0.000259758 0.000622877 -0.000575638
internal_weight=0 0.0476395 0.0453868 0.0443562 0.0432666 0.0421277 0.0404851 0.0387197 0.0377183 0.03651 0.00384404 0.0326659 0.031211 0.0298292 0.0287646 0.00531343 0.00383736 0.0234512 0.0203658 0.0146328 0.0135115 0.00308537 0.00207328 0.00744078 0.00607075 0.00414213 0.00306505 0.00574333 0.00573303 0.00314036
internal_count=3121 3098 2929 2909 2841 2820 2552 2425 2384 2330 636 1694 1672 1638 1570 476 446 1094 1010 853 538 84 47 339 199 152 131 243 157 204
is_linear=0
shrinkage=0.00137286


Tree=1317
num_leaves=20
num_cat=0
split_feature=14 157 48 48 150 0 1 51 47 12 3 1 43 52 160 16 12 403 0
split_gain=0.000123075 0.000238872 0.000205099 0.000293106 0.000240555 0.000192319 0.000168918 0.000250443 0.000196853 0.000307292 0.000386813 0.000262602 0.000230096 0.000375397 0.000495051 0.00026534 0.000232351 0.000301889 0.00014823
threshold=0.023790000000000002 -0.077234999999999984 0.12879500000000002 0.092475000000000016 0.086615000000000011 -0.11013499999999998 0.12500000000000003 -1.0000000180025095e-35 0.09585500000000001 0.10866500000000003 0.10299500000000002 0.099660000000000012 -0.15582499999999996 0.091275000000000009 0.086075000000000013 -0.056919999999999991 0.084225000000000008 0.092070000000000013 -0.050064999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 3 6 -5 -1 7 -3 9 10 11 12 -9 14 15 16 -14 -18 -8
right_child=-2 2 -4 4 -6 -7 18 8 -10 -11 -12 -13 13 -15 -16 -17 17 -19 -20
leaf_value=0.0028135811663103352 -0.001583036398569613 -0.0024737701603699653 -0.0017445579495086957 0.00040255490075688982 0.003137001563440156 0.00015094576302890182 0.0022057916417621056 0.0011593836947788772 -0.0019991456429898974 -0.002392907609762946 0.0023617904896690721 0.0019188746938263166 0.0021515248155781663 -0.0028978844986751167 -0.0031222535106381496 -0.0016722905238904131 -0.0018113765027736068 0.0016030617907015991 -0.00011572024629378537
leaf_weight=0.0011037023646451871 0.0010036237550263829 0.0011057562075251224 0.0014697599512940576 0.0019439458003041024 0.0010157431711679266 0.0011472542625530205 0.0010436315202536628 0.0015812642874788469 0.0011801577665555571 0.0010658175445306126 0.0014499363479263403 0.0011248637091674238 0.0017074163952264798 0.0013778391074452667 0.001035304596745612 0.0010627672902560319 0.0010707609400757434 0.0010771603693733312 0.001257674153303189
leaf_count=39 113 375 78 187 57 330 123 94 85 118 65 128 75 345 118 171 464 83 73
internal_value=0 4.48846e-05 -0.000102428 1.76485e-05 0.001341 0.0014565 -0.000210859 -0.000388886 -0.000221018 -5.38509e-05 0.000163172 -0.000154427 -0.000416102 -0.000755916 -0.000260185 0.000342306 0.000897652 -9.90709e-05 0.000937075
internal_weight=0 0.0238208 0.0215698 0.0201 0.00295969 0.00225096 0.0171404 0.014839 0.0137333 0.0125531 0.0114873 0.0100374 0.00891251 0.00733125 0.00595341 0.0049181 0.00385534 0.00214792 0.00230131
internal_count=3121 3008 2639 2561 244 369 2317 2121 1746 1661 1543 1478 1350 1256 911 793 622 547 196
is_linear=0
shrinkage=0.00455379


Tree=1318
num_leaves=31
num_cat=0
split_feature=39 42 33 2 1456 448 457 52 1375 1213 43 376 1213 49 4 12 14 157 130 13 43 43 160 13 12 133 2 48 16 52
split_gain=0.00112971 0.000909605 0.00074202 0.00110452 0.0010757 0.000582233 0.000635146 0.000703536 0.000613472 0.000660583 0.000575075 0.000865689 0.000644014 0.000618959 0.000612921 0.000724107 0.000595559 0.000579226 0.000411764 0.000919929 0.000890243 0.000712898 0.00045729 0.000501644 0.000871838 0.000375594 0.000353214 0.000635498 0.000384896 0.000647306
threshold=0.16946000000000003 -0.11466499999999999 -0.0066799999999999993 -0.0091949999999999983 -1.0000000180025095e-35 -0.083859999999999976 -0.15747999999999998 0.41423000000000004 0.079730000000000009 -1.0000000180025095e-35 0.24789500000000006 0.088055000000000008 0.039620000000000009 0.18307500000000002 0.27287000000000006 -0.11019 -0.46596499999999991 -0.084489999999999996 -1.0000000180025095e-35 -0.010094999999999998 -0.17390999999999998 -0.09002499999999998 -0.098904999999999979 -0.084034999999999985 0.095780000000000018 0.0033250000000000003 0.11411 0.095425000000000024 -0.094359999999999986 -0.082554999999999976
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 -5 -6 -7 8 9 -8 11 12 13 14 15 -11 -16 -17 19 -19 -20 -22 -23 24 25 -24 27 28 -25 -30
right_child=-2 2 3 4 5 6 7 -9 -10 10 -12 -13 -14 -15 16 17 -18 18 20 -21 21 22 23 26 -26 -27 -28 -29 29 -31
leaf_value=-0.00089314430757343223 0.001400727779235846 -0.00098907472451650576 0.00092273842980826568 -0.0011473555621793101 -0.0010138768236487674 0.0011417392472482634 -0.00073355787748843545 -0.0011213201597321005 -0.0010037804841036557 -0.0010024488487351585 -0.00064768810828772058 0.0013970539303542295 -0.00083792311158141649 -0.00089578062597199428 -4.3578798382506464e-05 -0.00075300777295747969 0.0012359711103719568 0.00079070426827003925 0.0010458008131272348 -0.00081461034747613381 -0.00070892052754214152 -0.00064320669861107503 0.0012733907413768097 -0.00034918739978287059 -0.00028956162163161736 0.00038153431378238701 -0.00049259882920742572 0.0011452309676353901 -0.00034871379132754674 0.00073390334816540107
leaf_weight=0.002376752049878971 0.0010784447360663299 0.0014549408974442448 0.0025463460227834736 0.0016159387532592709 0.0010454191927919956 0.0010087968080547674 0.0018659363996054159 0.0010375188975531016 0.0010576020815831191 0.0010599038642169481 0.0018053732692513416 0.0010798907910971592 0.0013134131903291815 0.0010444432201097689 0.0010990847984650998 0.0012429448838675574 0.0020320529546165025 0.0010784827273511155 0.0027145273547617412 0.0019945061280235423 0.0015922746472556417 0.0010056640349298531 0.0028484198652551857 0.0025503482587456551 0.0014064402552662614 0.0013719053189773511 0.0014657733368910195 0.0013186501569464326 0.0017313913993574018 0.0028916593920094444
leaf_count=169 23 34 142 270 41 33 423 104 107 23 139 41 231 41 33 151 145 29 38 86 112 111 79 34 16 62 63 35 138 168
internal_value=0 -4.82811e-05 -4.89206e-06 2.7053e-05 -2.68924e-05 1.76351e-05 4.48548e-05 1.61943e-05 4.76068e-05 7.80603e-05 0.00012177 0.000164069 0.000122148 0.000163561 0.000201189 0.000131395 0.000786826 0.000179059 0.000227391 -0.000251216 0.000297772 0.000186096 0.000271996 0.000331054 0.000665272 0.000983474 0.000142201 0.000251771 8.75302e-05 0.000328449
internal_weight=0 0.0486564 0.0462796 0.0448247 0.0422784 0.0406624 0.039617 0.0386082 0.0375707 0.0365131 0.0346471 0.0328418 0.0317619 0.0304485 0.029404 0.0262729 0.00313114 0.025213 0.02397 0.00307299 0.0208971 0.0181825 0.0165903 0.0155846 0.00562677 0.00422033 0.00995782 0.00849205 0.0071734 0.00462305
internal_count=3121 3098 2929 2895 2753 2483 2442 2409 2305 2198 1775 1636 1595 1364 1323 1145 178 1122 971 115 856 818 706 595 157 141 438 375 340 306
is_linear=0
shrinkage=0.00140032


Tree=1319
num_leaves=31
num_cat=0
split_feature=39 42 1456 33 10 457 48 1375 1213 151 403 52 133 1 43 52 16 42 43 160 0 49 16 16 3 52 2 13 12 3
split_gain=0.00105773 0.000775738 0.000662989 0.000630624 0.000698541 0.00061952 0.000671074 0.0006505 0.000567572 0.000586466 0.000576695 0.000763233 0.000599718 0.000584448 0.000637727 0.000789914 0.000532442 0.000486657 0.000750626 0.00042948 0.000486729 0.00038477 0.000381969 0.000437462 0.000362246 0.000352115 0.000314471 0.00048088 0.000292772 0.000260297
threshold=0.16946000000000003 -0.11466499999999999 -1.0000000180025095e-35 -0.0066799999999999993 -1.0000000180025095e-35 -0.15747999999999998 -0.084044999999999995 0.079730000000000009 -0.080769999999999995 -0.40381499999999992 -0.088999999999999982 -0.43320999999999993 -0.25159999999999993 0.10060500000000001 -0.12152999999999999 0.11434500000000002 0.22339500000000004 0.086555000000000007 0.0068900000000000012 -1.0000000180025095e-35 -0.20211999999999997 -0.083094999999999988 -0.094359999999999986 0.26676500000000009 0.096675000000000011 -0.0027449999999999996 0.10222000000000002 -0.020934999999999999 0.051320000000000005 -0.03694999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 28 -3 -4 -5 -6 -7 8 -8 -10 -11 -12 -13 14 16 17 -14 21 -19 29 -21 -16 25 24 -24 -23 27 -22 -1 -15
right_child=-2 2 3 4 5 6 7 -9 9 10 11 12 13 19 15 -17 -18 18 -20 20 26 22 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.00029611358419407091 0.0014007110851192309 -0.00085598453136655098 -0.00092020044185445887 0.00094062320639252213 0.0010933697606995986 -0.0008736624965799294 -0.00089728059769140622 -0.0010386279822882632 -0.00088682035650358628 -0.0007929762271836401 -0.00077415579882525486 -0.000757218867830267 0.00022135331438837889 -0.00046298441019815046 -0.00043317687583786433 -0.00087630249862235827 0.0014006188141459162 -0.0010725403308859832 0.00050082929609618007 0.00016373742451928955 0.0012962250836394576 -0.0006267869580497495 0.0005246883121611275 -0.00026218079624857964 0.0014005438504576301 0.00035674830896790236 0.0013648722223677842 0.00013940380097846944 -0.001326746351518889 0.0004065692142902332
leaf_weight=0.0010132453285649481 0.0010374344009562711 0.0016561730798959609 0.0012775627746304244 0.001764194578305788 0.0010615859134261987 0.0016170769593681902 0.001119723984372544 0.0010454579416707679 0.0011032541457183234 0.0012175878260471942 0.0015286794907183312 0.0011328884025418864 0.0018409630252520506 0.0010370200398845952 0.001355346107354106 0.0017589925052070585 0.0012677752747549675 0.0014619659288650508 0.0010021773648212218 0.0020654187988782269 0.0012850366818242254 0.0011974953918945097 0.0035517039856124517 0.0010067057105302979 0.0012524983922048705 0.0017669893520861806 0.0022227627764266344 0.0015600427401467609 0.0011583512370483273 0.0019338925217224912
leaf_count=35 23 271 34 128 34 59 276 114 49 347 198 147 68 49 39 175 8 143 59 37 41 26 269 32 14 50 137 39 134 86
internal_value=0 -2.97112e-05 1.23965e-05 4.79646e-05 7.95524e-05 3.89273e-05 8.11702e-06 4.91924e-05 8.29704e-05 0.000116692 0.000151899 0.000189959 0.000241312 0.000282348 0.000127251 2.71437e-06 0.00070227 0.000125477 -0.000432644 0.000550395 0.00073671 0.000261232 0.000368482 0.000577152 0.000753032 -4.0548e-05 0.000970227 0.000661905 -0.000845863 0.000103045
internal_weight=0 0.0442626 0.042091 0.0404348 0.0391572 0.037393 0.0363315 0.0347144 0.0336689 0.0325492 0.0314459 0.0302284 0.0286997 0.0275668 0.0174626 0.0143539 0.00310874 0.0125949 0.00246414 0.0101042 0.00713326 0.0101307 0.00877539 0.00581091 0.0048042 0.00296448 0.00506784 0.00284508 0.0021716 0.00297091
internal_count=3121 3098 2929 2658 2624 2496 2462 2403 2289 2013 1964 1617 1419 1272 883 807 76 632 202 389 254 430 391 315 283 76 217 80 169 135
is_linear=0
shrinkage=0.00140032


Tree=1320
num_leaves=19
num_cat=0
split_feature=0 1 3 15 2 48 14 151 16 2 15 52 13 16 4 151 4 47
split_gain=0.000140769 0.000259588 0.000361185 0.000329597 0.000278018 0.000346933 0.000556027 0.000301642 0.000285532 0.000266651 0.000222994 0.000167273 0.000198883 0.000310636 0.000172102 0.000140484 0.000137685 0.000221117
threshold=-0.060129999999999996 0.077565000000000009 -0.084074999999999997 0.083935000000000023 0.088850000000000012 0.12879500000000002 -0.10708499999999999 -0.0083949999999999979 -0.056919999999999991 0.10855000000000002 -0.053579999999999996 -0.26636999999999994 0.016935000000000002 0.22339500000000004 -0.27825499999999997 -0.08341999999999998 0.053180000000000012 0.09585500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 8 6 -6 15 16 -9 -2 -12 13 -13 -14 -8 -3 -18
right_child=10 4 3 -5 5 -7 7 9 -10 -11 11 12 14 -15 -16 -17 17 -19
leaf_value=-0.0041391940545898913 0.0026973744089306248 -0.0011331414803348939 -0.0025499226333671379 0.0011359911162664388 -0.0018329747841898656 -0.0016684899473908654 0.0021765370926731704 0.001773493143755971 -0.0028197666852793806 0.0053404097458487187 -0.0016337742344649867 0.00098313513853438665 0.00036352388258417397 -0.0026416761143234868 0.0032461219658962929 -0.00060730977046419765 0.0025544440325684643 -0.00091215279342820113
leaf_weight=0.0011171327080862483 0.001238628003072284 0.0019488155352676007 0.0012913817523160509 0.0016197593507216723 0.0012739502679419701 0.0013923095307184497 0.0010363490725406876 0.0012688985932074459 0.0015523073168033363 0.0012152069038267044 0.0012253465291620635 0.0019094906764607344 0.0012852085953909409 0.0011056598562584341 0.0011735961591006205 0.001114017200023909 0.0011132295656474112 0.0010675637596779808
leaf_count=649 192 294 482 326 77 53 74 65 273 105 120 139 32 40 50 51 60 39
internal_value=0 -0.000301655 -0.00150857 -0.00049908 7.28268e-05 0.000775403 0.0013513 0.00222662 -0.000829918 0.0035184 0.000576024 0.000183809 0.000590676 -0.000346088 0.0017394 0.000734339 -8.19405e-05 0.000857441
internal_weight=0 0.0170109 0.00402827 0.00291114 0.0129826 0.00730073 0.00590842 0.00463447 0.00568192 0.00248411 0.00793793 0.0066993 0.00547396 0.00301515 0.0024588 0.00215037 0.00412961 0.00218079
internal_count=3121 2548 1457 808 1091 425 372 295 666 170 573 381 261 179 82 125 393 99
is_linear=0
shrinkage=0.0054422


Tree=1321
num_leaves=31
num_cat=0
split_feature=39 42 1456 401 151 133 133 33 160 52 1374 38 1 159 1374 12 3 3 12 156 13 15 4 51 47 0 0 52 0 1
split_gain=0.00116455 0.00109257 0.00106796 0.00104776 0.000971999 0.000928185 0.000877985 0.000911947 0.00086164 0.000836732 0.000882999 0.000915203 0.000817436 0.000912731 0.000550222 0.000536354 0.00063789 0.000561456 0.00160042 0.000675017 0.000523088 0.000635721 0.000728643 0.000589572 0.000592717 0.000373641 0.000737975 0.00168821 0.000583555 0.000547977
threshold=0.16946000000000003 -0.26584999999999998 -1.0000000180025095e-35 0.10076500000000001 -0.5145249999999999 -0.25159999999999993 0.18829500000000002 -0.0066799999999999993 -0.40698999999999991 -0.52017999999999986 0.10637000000000001 0.10386000000000002 0.10337500000000001 0.091530000000000014 -0.094929999999999987 0.10742000000000002 0.092670000000000016 -0.11255999999999998 0.092355000000000007 0.080810000000000007 -0.073839999999999975 0.12044500000000001 0.033845000000000007 0.11144500000000002 0.096475000000000019 -0.084269999999999984 -0.10011499999999998 0.14295500000000003 -0.10224499999999999 0.077845000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 -4 -6 7 -7 -9 -10 11 12 13 14 -11 16 17 -16 19 25 -14 22 -22 24 -24 26 28 -28 29 -19
right_child=-2 2 3 -5 5 6 -8 8 9 10 -12 -13 20 -15 15 -17 -18 18 -20 -21 21 -23 23 -25 -26 -27 27 -29 -30 -31
leaf_value=-0.0013462050363402913 0.0013463603545607755 -0.00095684749149432824 -0.0012648332500971972 -0.0012887271679270043 -0.00081971449674718248 -0.00091542196264415019 -0.00086309009389080925 -0.00083404498676327226 -0.00091790446557535094 -0.00069391386018580279 -0.00092010964159009714 -0.00071245185729827654 0.0010141393171664498 -0.00083034795943030121 0.00066964341936789386 -0.00051824661107234386 0.00091007789273628065 -0.00055651140429863947 -0.001346094785067442 -0.00072676268987317578 0.0011414802202533343 -0.00053974739777076699 0.00088596838266223686 -0.00064016381358300079 -4.9878362541452397e-05 0.00069493927883744965 -0.0013362954749150287 0.00083233787282561652 0.0012731299418949924 0.00058258862361508425
leaf_weight=0.0011477422858208177 0.0011088875357998509 0.0021119108203366812 0.0010008049397143273 0.0010848975390509432 0.0020138015468189599 0.0014150429314803139 0.0016107437097399027 0.0014607873383822847 0.001144595974152062 0.0010794336769990301 0.0011386766446150878 0.001610035142128651 0.0037914193294084084 0.0015229860005456777 0.0043204706431580883 0.00139562186726394 0.0030731301411037739 0.0011355546914852965 0.0012384176296960101 0.0011445210873386466 0.0026098586237166543 0.0010981767766224957 0.0028314846343004962 0.0010244199740672144 0.0021622173100013242 0.0039028963206369218 0.0014900815742062701 0.0011538363205403357 0.001282131472777324 0.0023448220326827141
leaf_count=18 23 287 50 164 180 34 282 164 190 32 33 35 219 126 88 51 42 41 100 104 77 15 117 15 25 221 322 12 14 40
internal_value=0 -4.69534e-05 -1.89194e-05 1.98587e-05 4.82546e-05 7.50765e-05 0.000113431 0.000148099 0.000182337 0.000217275 0.000248698 0.000281795 0.000323264 0.000179483 0.000244759 0.000289828 0.000343313 0.000246618 0.000113136 0.000258242 0.000590073 0.000424764 0.000547528 0.000289951 0.000480757 0.000357926 0.000180334 -0.000389879 0.000496889 0.00021093
internal_weight=0 0.0543405 0.0531928 0.0510809 0.049996 0.0489952 0.0469814 0.0453706 0.0439556 0.0424948 0.0413502 0.0402115 0.0386015 0.0250839 0.0235609 0.0224815 0.0210859 0.0180127 0.0136923 0.0124538 0.0135176 0.00972616 0.00862798 0.00601812 0.0049937 0.0113093 0.00740643 0.00264392 0.00476251 0.00348038
internal_count=3121 3098 3080 2793 2629 2579 2399 2117 2083 1919 1729 1696 1661 1193 1067 1035 984 942 854 754 468 249 234 157 142 650 429 334 95 81
is_linear=0
shrinkage=0.00134594


Tree=1322
num_leaves=31
num_cat=0
split_feature=39 42 401 151 1456 33 133 10 123 480 13 13 4 43 1374 403 456 42 42 1 15 151 15 51 16 16 151 52 43 2
split_gain=0.00135109 0.00128186 0.000954585 0.000969007 0.00101803 0.000946472 0.000844987 0.00080976 0.000704667 0.000899786 0.000826704 0.000951675 0.000711671 0.00101011 0.000679065 0.000608356 0.000578045 0.000508837 0.000767034 0.000648155 0.00111468 0.000883877 0.000774946 0.000622767 0.00061042 0.00116929 0.000599208 0.000376317 0.000340166 0.000262598
threshold=0.16946000000000003 -0.11466499999999999 0.10076500000000001 -0.5145249999999999 -1.0000000180025095e-35 -0.0066799999999999993 -0.25159999999999993 -1.0000000180025095e-35 0.08592000000000001 1.0000000180025095e-35 -0.53104499999999988 -0.47860499999999995 -0.42529999999999996 -0.24021999999999996 0.093235000000000012 -0.092474999999999988 0.087225000000000011 0.092145000000000019 0.09832500000000001 0.094385000000000011 -0.008624999999999999 -0.0071249999999999985 -0.090344999999999995 -0.076794999999999988 -0.088394999999999987 -0.29154999999999992 0.056735000000000001 0.17829500000000004 -0.074974999999999986 0.10222000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 -5 -6 -7 -8 9 10 -9 -12 13 -13 15 -14 17 19 -19 20 21 22 -17 -21 25 -22 27 -25 -20 -10
right_child=-2 2 -4 4 5 6 7 8 29 -11 11 12 14 -15 -16 16 -18 18 28 23 24 -23 -24 26 -26 -27 -28 -29 -30 -31
leaf_value=-0.00094978402324533378 0.0013464154718613056 -0.0012404902711539705 -0.001284064951347191 -0.00089346051755672361 -0.00095104394824381555 -0.00078918855317042875 0.0010113013492785579 -0.00082990541123173077 0.00038846091986492049 -0.00095895690709117318 0.0012488544166756029 0.00034981995955133126 -0.00080738158321481761 -0.0012819327359312334 -0.00083665132031441247 0.00046874477851860917 -0.00052929696051728296 -0.0010367137023133389 -0.00030420168365135545 -0.00017890157529805464 0.00084492858864335194 -0.0011850170108540156 -0.00083691433487667654 0.0011375402354473665 0.00072558181303399255 -0.00084350780338243009 5.2412928608431556e-05 0.00027307814942283278 0.00066735807479256174 0.0013460238915211913
leaf_weight=0.0027673022595466881 0.0012706027196500705 0.0010826739481046834 0.0010407974429837976 0.0019968110126116203 0.0015337457560988801 0.0017605033460572619 0.0019425267157160411 0.0015844682660031131 0.0010004874947568956 0.0014520619575757445 0.0014062128338458981 0.0012673480123339687 0.0010165949356686346 0.0015014480105737136 0.0011528586161535506 0.0025382297770164541 0.0016198384262335877 0.0012202561436716044 0.0011411621139565398 0.0013904965059339256 0.0014515519470137406 0.0014728890628992108 0.0012189928529142691 0.0051547536441618469 0.0060397969664225722 0.0015222536379892876 0.0015605907798601493 0.0011084123109412758 0.0015256052877778981 0.0010776249428352536
leaf_count=169 23 48 157 270 34 167 124 15 38 221 23 9 297 132 39 34 105 93 22 39 19 207 62 160 283 101 31 13 103 83
internal_value=0 -5.8181e-05 -8.61719e-06 1.86187e-05 4.72229e-05 8.83604e-05 0.000124488 0.000162455 0.000121664 8.02952e-05 0.000121198 0.000163878 0.000118876 -0.000535038 0.000177029 0.000216007 0.000251926 0.000298203 -0.000152835 0.000372941 0.000192996 -0.000301296 4.51369e-05 0.000651106 0.000479807 -1.93607e-05 0.000798621 0.000984554 0.000251609 0.000885014
internal_weight=0 0.0525483 0.049781 0.0487402 0.0476575 0.0456607 0.044127 0.0423665 0.0404239 0.0383458 0.0368938 0.0353093 0.0339031 0.0027688 0.0311343 0.0299814 0.0289648 0.027345 0.00388702 0.023458 0.0142437 0.00523011 0.00375722 0.00921425 0.0090136 0.00297381 0.00782376 0.00626317 0.00266677 0.00207811
internal_count=3121 3098 2929 2772 2724 2454 2420 2253 2129 2008 1787 1772 1749 141 1608 1569 1272 1167 218 949 706 303 96 243 403 120 204 173 125 121
is_linear=0
shrinkage=0.00134594


Tree=1323
num_leaves=31
num_cat=0
split_feature=39 42 151 33 2 1456 133 1374 1429 4 40 1213 157 49 133 52 15 52 4 13 15 1374 147 1 12 2 16 12 16 16
split_gain=0.00109894 0.000827754 0.000854419 0.000682794 0.00086035 0.00090822 0.000554326 0.000583577 0.000552012 0.000639799 0.000657205 0.000695636 0.000703258 0.000493246 0.00048578 0.000629266 0.000752963 0.000644042 0.00100738 0.000605126 0.000563935 0.000552876 0.000772343 0.00038211 0.0010659 0.00051588 0.000465781 0.000315319 0.000210155 0.000276076
threshold=0.16946000000000003 -0.11466499999999999 -0.5145249999999999 -0.0066799999999999993 -0.0091949999999999983 -1.0000000180025095e-35 0.18829500000000002 0.093235000000000012 -1.0000000180025095e-35 0.27287000000000006 0.097265000000000018 -0.080769999999999995 -0.084489999999999996 0.10542000000000001 -0.25159999999999993 0.11434500000000002 -0.036009999999999993 0.10347000000000002 -0.49405499999999997 -0.47860499999999995 -0.11713499999999999 -0.094929999999999987 0.087070000000000022 0.10672000000000002 0.092355000000000007 0.088225000000000012 -0.088394999999999987 0.051320000000000005 -1.0000000180025095e-35 -0.080509999999999984
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 27 -3 -4 -5 -6 7 8 -7 10 11 -10 -13 14 -14 17 -17 18 -16 -20 -21 -22 23 24 25 26 -23 -1 29 -28
right_child=-2 2 3 4 5 6 -8 -9 9 -11 -12 12 13 -15 15 16 -18 -19 19 20 21 22 -24 -25 -26 -27 28 -29 -30 -31
leaf_value=-0.00030206779602069689 0.001400701584200228 -0.0012950888758311617 -0.00096960326148827372 0.00086544419983336789 -0.0010707955719987867 -0.00089970780659641664 -0.00081508111336639814 -0.00089996276272935453 -0.00095201071871852706 0.00072509856192757985 -0.00090614644747145543 -0.00080076960548175946 -0.00076044080117015249 0.00087229349929150431 -0.0009432359194063572 0.00046017691412066368 -0.00097924882851211552 0.0012328937348087406 0.0012475446839545826 -0.00071051453222850886 -0.00045925819103781853 -0.00057355937825252822 -0.00075285868209178065 0.000939684429059005 -0.00076852193145907262 0.00080061968399278778 0.00073511317711738816 -0.0013364303587104782 0.00097339222587497628 -0.00024038600062385092
leaf_weight=0.0010508082986362402 0.0010349168717098669 0.0010012746687095833 0.001344492516803796 0.0023615488772947826 0.0015068296815242679 0.0010492615443732358 0.0014413230137266799 0.0011785613197776703 0.0011590156430205658 0.0032291902343921644 0.0012947312500557464 0.0014398480271928795 0.0010977782029240038 0.0020031013305801251 0.0013794309372272403 0.0011756047693443072 0.0018093813214008483 0.0012896326484366219 0.0012256763396400949 0.0011673820479800477 0.0017124753196497968 0.0012229249817199261 0.0010967224414883967 0.0027115574856431133 0.0014469683834725808 0.0055957583136243549 0.0010461250937811983 0.0012841414940978346 0.0010019461362694229 0.0012470396522958893
leaf_count=35 23 48 34 142 270 129 281 41 251 221 21 136 131 106 54 59 125 24 21 72 28 116 48 86 115 142 78 134 47 103
internal_value=0 -5.7895e-05 -1.5928e-05 1.30267e-05 4.38298e-05 -4.04504e-06 3.7148e-05 6.98338e-05 0.000101233 0.000130941 7.12127e-05 0.00011226 0.000153835 0.000202525 0.00015137 0.000191203 -0.000412346 0.000272562 0.000213174 0.000295086 0.000231114 0.000295467 0.000379561 0.000466579 0.000355614 0.000516442 0.000164478 -0.000870931 0.000438388 0.00020463
internal_weight=0 0.0475705 0.0452356 0.0442343 0.0428898 0.0405283 0.0390214 0.0375801 0.0364016 0.0353523 0.0321231 0.0308284 0.0296694 0.0282295 0.0262264 0.0251286 0.00298499 0.0221436 0.020854 0.0194746 0.0182489 0.0170815 0.015369 0.0142723 0.0115608 0.0101138 0.00451804 0.00233495 0.00329511 0.00229316
internal_count=3121 3098 2929 2881 2847 2705 2435 2154 2113 1984 1763 1742 1491 1355 1249 1118 184 934 910 856 835 763 735 687 601 486 344 169 228 181
is_linear=0
shrinkage=0.00140032


Tree=1324
num_leaves=31
num_cat=0
split_feature=31 39 401 42 151 42 4 150 158 1374 402 403 157 3 40 16 16 48 52 3 457 133 15 12 4 0 47 43 4 130
split_gain=0.00123711 0.00119262 0.00103847 0.00104223 0.00092585 0.00072389 0.000796062 0.000825033 0.000816509 0.000749317 0.000641104 0.00101991 0.00065724 0.000652305 0.000868143 0.000628165 0.000759163 0.000595083 0.000596002 0.000688783 0.000830313 0.000670044 0.000833653 0.000682085 0.000669942 0.000576998 0.000934978 0.000632829 0.000484942 0.000397468
threshold=-1.0000000180025095e-35 0.16946000000000003 0.10076500000000001 -0.11466499999999999 -0.5145249999999999 -0.106335 0.27287000000000006 -0.22665999999999997 0.094245000000000009 0.093235000000000012 0.11320500000000001 -0.092474999999999988 -0.084489999999999996 -0.11255999999999998 0.10214500000000001 -0.54165499999999989 -0.51370499999999997 -0.075224999999999986 0.19022000000000003 0.092670000000000016 -0.0029299999999999994 -0.11008499999999999 0.088235000000000022 -0.069644999999999985 0.033845000000000007 -0.14116499999999996 0.09550500000000002 -0.083134999999999987 -0.026489999999999996 -0.0015749999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 -5 -6 7 -7 9 10 11 -9 -13 29 17 -8 -17 -15 19 20 -19 -22 23 -23 -21 -25 27 -27 -24 -14
right_child=1 -3 -4 4 5 6 15 8 -10 -11 -12 12 13 14 -16 16 -18 18 -20 24 21 22 28 25 -26 26 -28 -29 -30 -31
leaf_value=0.0014006155418379209 -0.00090446950555179539 0.0014007620804039292 -0.0013675284980912512 -0.0012952503124112852 0.0011670670558330484 0.0011306246218434003 0.0014004516746994942 -0.0014003550999872009 -0.001301495607434147 -0.0012429552256784651 0.001037324440317977 -0.00084270293005946084 -0.00035863805898483518 -0.00087411866223465774 -0.0012805621082388325 -0.00063010122672442026 0.00060261607476428216 -0.0012746770697452507 -0.00074024169436072418 0.0006411008765637204 -0.00098628422899981697 0.00097793520407931907 0.00023908819440761911 0.00034059485675900033 -0.000348696998787327 -0.00016299485391238781 0.00032723706708772451 -0.0012193888651999755 0.0013926403127834793 0.0006030226002564699
leaf_weight=0.0011879002701686838 0.0026222913078726142 0.0010978331918245479 0.0011893346398617046 0.0010566567013086106 0.0010730884855689729 0.0011007356362711098 0.0011699041787291975 0.001087044035990469 0.00107616565951718 0.0010311517253498428 0.0010662551734634809 0.0018233808804160026 0.0010148562037102238 0.0015073506316589649 0.0011140559875570935 0.0013605321374061674 0.003499105046883332 0.0010614740263839009 0.001822628674727155 0.0062140760124336225 0.0012192490682632054 0.0010667228125171855 0.0015652079501711214 0.0027318600011056885 0.0017098697906021698 0.00189745032463229 0.0022073975558702941 0.0026860668990653898 0.0013149727362815602 0.0049703579996069778
leaf_count=86 160 21 164 48 18 14 50 309 178 34 43 201 14 58 16 38 190 93 229 123 191 74 133 36 22 64 51 321 8 134
internal_value=0 -4.3945e-05 -7.37247e-05 -4.41728e-05 1.45018e-06 2.97647e-05 3.97263e-06 -6.54365e-05 -9.81965e-05 -6.50873e-05 -3.31925e-05 -6.40307e-05 -2.35975e-05 2.01968e-05 -6.91537e-05 0.000479263 0.000257497 -1.91773e-05 3.13658e-05 9.07699e-05 -7.86459e-05 7.78352e-06 9.77646e-05 -8.3918e-05 0.000427517 -0.000202865 -0.000421488 -0.000782071 0.000765753 0.000439963
internal_weight=0 0.0543571 0.0532592 0.0520699 0.0494476 0.048391 0.0473179 0.0412883 0.0401876 0.0391114 0.0380803 0.037014 0.035927 0.0341036 0.0281184 0.00602954 0.00485964 0.0270043 0.025497 0.0236743 0.0157504 0.0146889 0.0134697 0.0105895 0.00792395 0.00952277 0.00679091 0.00458352 0.00288018 0.00598521
internal_count=3121 3035 3014 2850 2690 2642 2624 2346 2332 2154 2120 2077 1768 1567 1419 278 228 1403 1345 1116 971 878 687 546 145 472 436 385 141 148
is_linear=0
shrinkage=0.00140032


Tree=1325
num_leaves=22
num_cat=0
split_feature=128 160 43 403 42 131 133 52 1 2 13 47 0 4 2 2 2 1 49 48 1
split_gain=0.000200076 0.000197375 0.000246346 0.000245107 0.00030219 0.000253395 0.000222565 0.000194321 0.000170463 0.000300292 0.000348128 0.000284064 0.00028126 0.000481643 0.000316046 0.00032363 0.000237289 0.000182744 0.000146423 0.00010929 7.22184e-05
threshold=0.086435000000000012 -0.40698999999999991 0.24789500000000006 0.10301500000000001 0.09832500000000001 0.092410000000000006 0.10275500000000001 -0.24456499999999998 0.094385000000000011 0.11215000000000001 -1.0000000180025095e-35 0.093140000000000014 -0.060129999999999996 -0.35136499999999998 0.092365000000000017 0.089775000000000008 0.084055000000000005 0.087505000000000013 -0.046019999999999998 0.091085000000000013 0.10984500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 6 7 -3 12 11 -11 18 14 -14 15 16 17 -9 -10 -12 -6
right_child=-2 2 -4 -5 20 -7 -8 8 9 10 19 -13 13 -15 -16 -17 -18 -19 -20 -21 -22
leaf_value=-0.0017959126979205083 -0.0018943066857388191 -0.0012773747679613557 -0.0019333499446546169 -0.0017644921857830772 0.0010677838712088814 -0.0018443093801039242 0.0022162686903567917 0.001234755305488769 0.0012053150235672937 0.0016405462730319396 -0.00021577574369510105 -0.00016149961591265766 -0.00045102092081688227 0.0033087847809313785 -0.0027422077071454177 0.0012722971855012564 -0.0024876476674588702 -0.0012598053333774772 0.0032852591435414188 -0.0021611421751500967 0.0026649313820735578
leaf_weight=0.0010151873403041458 0.0010065367044348452 0.0015631806208200516 0.0010142637555056169 0.0010831043639503149 0.0010250058291362265 0.0010942690268159186 0.0010329720156230229 0.0010068057771264105 0.0010550237200506185 0.0012961703700955507 0.0010721429480446965 0.0011111442742581801 0.0015188650230451017 0.0010689343297105728 0.0010380831320084827 0.0018855288649621826 0.0011913083380038214 0.001168186173471697 0.0015228016863551011 0.0010550677419729482 0.0010608852623482656
leaf_count=229 207 244 133 157 232 229 121 105 100 126 59 37 71 30 148 81 460 102 123 31 96
internal_value=0 5.71895e-05 0.000136022 0.00022788 0.000327021 0.000162414 0.000280561 0.000166648 0.000307815 0.000802817 -0.000112481 0.00165222 -8.87545e-05 0.00110203 -0.000578668 -0.00015102 -0.000948247 -0.000105071 0.002434 -0.00118065 0.00188009
internal_weight=0 0.0248789 0.0238637 0.0228495 0.0217664 0.0196805 0.0185862 0.0175532 0.0159901 0.00711235 0.00342338 0.00368897 0.00887771 0.0025878 0.00628991 0.00525183 0.0033663 0.00217499 0.00257783 0.00212721 0.00208589
internal_count=3121 2914 2685 2552 2395 2067 1838 1717 1473 476 216 260 997 101 896 748 667 207 223 90 328
is_linear=0
shrinkage=0.00429114


Tree=1326
num_leaves=31
num_cat=0
split_feature=401 151 14 1429 33 10 4 480 133 1374 1 151 4 13 2 40 42 3 131 3 4 2 4 130 15 43 49 43 16 16
split_gain=0.00107472 0.000907237 0.000936324 0.000825163 0.000834342 0.000969868 0.000723982 0.00107756 0.000839715 0.000807735 0.00095679 0.00109454 0.000799832 0.000690268 0.000654067 0.000683819 0.000907423 0.000612691 0.000639911 0.000767235 0.00054121 0.000790761 0.00081798 0.00077016 0.000736845 0.000514876 0.000448305 0.000412875 0.000541724 0.000646472
threshold=0.10076500000000001 -0.5145249999999999 0.076175000000000007 -1.0000000180025095e-35 -0.0066799999999999993 -1.0000000180025095e-35 0.50996500000000011 0.08598500000000002 -0.25159999999999993 0.093235000000000012 0.077565000000000009 0.056735000000000001 0.0045450000000000013 -0.091054999999999983 0.073895000000000002 0.051255000000000002 -0.11051499999999999 -0.10519499999999998 0.10033500000000002 -0.077774999999999983 -0.025314999999999994 0.11093500000000002 -0.07712999999999999 -1.0000000180025095e-35 0.091295000000000015 -0.083134999999999987 0.085350000000000023 -0.079109999999999986 0.033715000000000009 -0.0092699999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 -5 -6 7 8 -7 10 20 13 -13 26 15 16 -15 -18 19 -19 21 22 23 -10 25 -22 -12 -16 29 -29
right_child=-2 2 -4 4 5 6 -8 -9 9 -11 11 12 -14 14 27 -17 17 18 -20 -21 24 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=-0.0012808008861158516 -0.0013259168331006515 -0.00093977550733699382 -0.00094535289129301151 -0.00093520338877538223 0.0010572441550274609 -0.00083472089844655083 0.0012342371030355541 -0.0011624201236979344 -0.0013729904214007005 -0.0010471862305409488 0.0011469336024291378 -0.0013260317700962978 0.00022113436578337343 -0.0013731150601276033 0.0011192980674705265 0.0010165231188198234 0.0010072448567698435 -0.0013729507402373573 0.00068753835187304417 5.0403706774627483e-05 -0.00026125743206331648 0.0010806415969135646 0.00075385309083209344 -7.9709688749439092e-05 0.00021715818423906835 -0.0012854813422294594 0.00012285051722485654 0.00033260836973618267 -0.00052806935204417131 0.0013716493193620513
leaf_weight=0.001015584319624451 0.0011700846958315738 0.0014967806511212425 0.0017932749177358423 0.0014375645397706185 0.002019792940457509 0.0017513870376477661 0.0010098818819526114 0.0013214304980175831 0.0010219141270453314 0.0010595877721399907 0.0035185063350606774 0.0012046463917840802 0.00131965223361874 0.0010030809079824001 0.0018793080839594198 0.0010575569019946052 0.0010195677549003053 0.0011874790357420091 0.001152236717270938 0.0017892284254548193 0.0017680645557351937 0.0013381015836095864 0.0018564672967324985 0.0057568333314210653 0.0021226148921869026 0.0019401321708829673 0.0010449391830320565 0.0056452606988717244 0.001024315065595971 0.001410598573158949
leaf_count=50 165 153 88 34 134 169 105 196 130 38 95 36 22 20 58 11 16 174 61 95 231 51 118 354 31 253 22 109 79 23
internal_value=0 4.26391e-06 2.93859e-05 6.4236e-05 9.51193e-05 0.000126485 8.48956e-05 5.86312e-05 9.62678e-05 0.00013592 0.000167213 0.000338471 -0.000517205 0.000437862 0.000311719 -3.23473e-06 -0.000178547 5.41894e-05 -0.00018115 -0.000517406 -9.56347e-05 9.8619e-05 -5.3554e-05 -0.000274675 -0.000427896 -0.000797132 0.000912439 0.000539697 0.000404892 0.000540332
internal_weight=0 0.0529658 0.0519502 0.0501569 0.0486601 0.0472226 0.0452028 0.0441929 0.0428715 0.0411201 0.0400605 0.0242564 0.0025243 0.0217321 0.0171686 0.00720915 0.00615159 0.00514851 0.00412894 0.00297671 0.0158041 0.00997332 0.00863521 0.00677875 0.00583081 0.0037082 0.00456345 0.00995948 0.00808017 0.00705586
internal_count=3121 2956 2906 2818 2665 2631 2497 2392 2196 2027 1989 821 58 763 646 377 366 346 330 269 1168 653 602 484 515 484 117 269 211 132
is_linear=0
shrinkage=0.00137286


Tree=1327
num_leaves=20
num_cat=0
split_feature=1213 160 43 42 40 133 484 15 15 47 0 43 4 4 1 49 12 49 16
split_gain=0.000212873 0.000179394 0.000177279 0.000201561 0.000344079 0.00033898 0.000257686 0.000303792 0.000338937 0.000234599 0.000298975 0.000319071 0.000284753 0.000350876 0.000226322 0.000219176 0.000172871 0.000368438 1.5173e-05
threshold=-1.0000000180025095e-35 -0.40698999999999991 0.24789500000000006 -0.11466499999999999 -0.013874999999999998 -0.085499999999999979 -0.0068949999999999992 -0.24436499999999997 -0.11713499999999999 0.09550500000000002 -0.23091999999999999 -0.15582499999999996 -0.35136499999999998 -1.0000000180025095e-35 0.095285000000000022 -0.006494999999999999 0.084100000000000022 -0.0020949999999999996 -0.059624999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 15 -6 -7 -8 -9 10 -10 -12 -13 16 18 -5 17 -14 -15
right_child=1 2 -4 4 5 6 7 8 9 -11 11 12 13 14 -16 -17 -18 -19 -20
leaf_value=-0.0019519129005935022 -0.0016925940776262288 -0.0013465714215874923 -0.001611552431289404 0.00039677851985346244 0.0020305702565566333 -0.0018136627011647783 0.002181228124901324 -0.0020503436754285625 0.0021141332822470194 0.0015233287717345905 0.0014139699461804059 -0.0022825083320220877 -0.00034314510495065016 -0.001841115181686114 0.00027908394141447704 0.003075936218404466 -0.00051643376972274079 0.0029881643072255347 -0.0025881725150306545
leaf_weight=0.0010067127894801122 0.0010294564423316546 0.0014248341028497693 0.0010214795435593551 0.0010052938716631488 0.0015860256287913979 0.0013904567607620202 0.0012081249152386874 0.0014196241569432938 0.0010385224726689951 0.0019674827278883819 0.0016756237219919265 0.001574438965564081 0.0012591025245569654 0.001002250495222512 0.0010076948476356318 0.001275860265069483 0.0016700002474146491 0.0011882904209925514 0.0010002339027908314
leaf_count=491 215 111 157 119 159 411 115 83 36 85 70 124 75 63 47 158 455 66 81
internal_value=0 6.1067e-05 0.000137191 0.000215905 0.000320577 0.0001314 -4.16926e-05 0.000112188 -5.66703e-05 0.000154802 -8.10527e-05 -0.000300732 -0.000630908 -0.000266079 -0.00137959 0.00189524 0.000547994 0.00127432 -0.00221427
internal_weight=0 0.0247448 0.0237153 0.0226939 0.021269 0.0189879 0.0174018 0.0160114 0.0148033 0.0133836 0.0114162 0.0103776 0.00870201 0.00712757 0.00301018 0.00228115 0.00411739 0.00244739 0.00200248
internal_count=3121 2630 2415 2258 2147 1870 1711 1300 1185 1102 1017 981 911 787 191 277 596 141 144
is_linear=0
shrinkage=0.00429114


Tree=1328
num_leaves=20
num_cat=0
split_feature=14 157 0 43 48 14 0 1 52 42 13 4 0 47 0 13 2 2 16
split_gain=0.000171233 0.00020159 0.000205229 0.000234366 0.000231664 0.000282095 0.000438484 0.000361851 0.000217188 0.000211313 0.000239884 0.000275753 0.000196366 0.000192736 0.00023494 0.000279327 0.000190144 0.000292181 0.00016126
threshold=0.054835000000000009 -0.077234999999999984 -0.019414999999999998 -0.27207999999999993 0.12879500000000002 -0.10708499999999999 -0.14001499999999997 0.093575000000000019 -0.04127999999999999 -0.095284999999999995 -0.012549999999999997 0.053180000000000012 -0.11013499999999998 0.086380000000000012 -0.082009999999999986 -0.086919999999999983 0.11093500000000002 0.09678500000000001 -0.5224049999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 12 3 -3 5 -5 7 -7 -4 -8 13 -12 -1 14 15 -11 17 -10 -9
right_child=-2 2 8 4 -6 6 9 18 16 10 11 -13 -14 -15 -16 -17 -18 -19 -20
leaf_value=0.0030349180054045246 -0.0020956573336267763 -0.0026309459548341189 0.0026182212401614983 -0.0023933760922270047 -0.0022173070539590455 7.6141479125375125e-06 0.0016692393083992303 0.0015996131742987618 0.0011181215084252007 -0.00029950584481594006 -0.003743077340636869 -0.00026996707274946593 3.8208755036939733e-05 -0.0018070738280760261 -0.0017350426618462889 0.0026214719476648895 0.0020557898297087498 -0.0023961916183488927 0.0044249650266364833
leaf_weight=0.0011309243600408081 0.0010027491700974603 0.0011055818506902028 0.0013250986362338679 0.0011926809376244804 0.0013568821727716332 0.0019241654944934768 0.001144385997891185 0.0010167525484134909 0.0012872167605537692 0.0018922255550329319 0.0012304645058513527 0.001175657635775762 0.0011700485412811093 0.0013739722617864825 0.0010537431841114442 0.0015798830205086545 0.0010116425392019401 0.0012042802112990358 0.0011127269544637386
leaf_count=39 110 102 130 78 66 66 150 58 78 307 390 67 330 159 468 332 51 33 107
internal_value=0 6.68427e-05 -8.42971e-05 -0.000347114 -0.00018983 -2.64178e-06 0.00020851 0.00161949 0.000849731 -0.000396719 -0.000681365 -0.00204608 0.00151109 -0.000124796 0.000385916 0.0010296 0.000180782 -0.000580543 0.00307596
internal_weight=0 0.0242883 0.0219874 0.0171591 0.0160535 0.0146967 0.013504 0.00405364 0.00482824 0.00945033 0.00830595 0.00240612 0.00230097 0.00589982 0.00452585 0.00347211 0.00350314 0.0024915 0.00212948
internal_count=3121 3011 2642 2350 2248 2182 2104 231 292 1873 1723 457 369 1266 1107 639 162 111 165
is_linear=0
shrinkage=0.00512831


Tree=1329
num_leaves=20
num_cat=0
split_feature=0 1 3 15 2 16 48 14 151 2 52 15 52 16 4 151 16 1 0
split_gain=0.00013493 0.00024039 0.000315301 0.000281217 0.000214903 0.000258758 0.000252049 0.000447032 0.000293833 0.000281558 0.000181304 0.000291679 0.000365572 0.000179488 0.000455639 0.000125681 0.0001224 0.000224857 4.52196e-05
threshold=-0.060129999999999996 0.077565000000000009 -0.084074999999999997 0.083935000000000023 0.088850000000000012 -0.056919999999999991 0.12879500000000002 -0.10708499999999999 -0.0083949999999999979 0.10855000000000002 -0.40306999999999998 -0.03241999999999999 0.11434500000000002 0.38525000000000004 -0.42529999999999996 -0.08341999999999998 -0.088394999999999987 0.10781 -0.0058249999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 5 16 7 -6 15 -10 -2 -12 13 14 -13 -9 17 -3 -16
right_child=10 4 3 -5 6 -7 -8 8 9 -11 11 12 -14 -15 18 -17 -18 -19 -20
leaf_value=-0.0034641548300961785 -0.0012600458564965855 -0.0018353355902675829 -0.0021082396152940423 0.0008514685029022682 -0.0014558004312492222 -0.0023017217288255703 -0.0012039134678941074 0.0016849861084522104 0.0013458475052110024 0.0046149753818340916 0.0028170317540710476 -0.0020351751198729056 -0.0021285978560861459 0.0025749696819534879 0.00095916181871240444 -0.00058989861453604168 0.0010886832370020723 0.00090479261888811455 0.0023335664532372681
leaf_weight=0.0010749877680081834 0.0011333157138193606 0.0015069576416948394 0.0012961316639316933 0.0016228061436467378 0.0012661637890492017 0.0015213299962054672 0.0013996744762749813 0.0010241594285291811 0.00125981835270772 0.0011145106238068525 0.0012875260613890993 0.001151836401138695 0.0011017911445660999 0.001105434945841921 0.0010574153080042947 0.001165468210688303 0.0014568222005346687 0.0012135695580927086 0.0010924941571375246
leaf_count=649 159 137 482 326 77 273 53 74 65 105 173 77 47 15 46 51 195 61 56
internal_value=0 -0.000254653 -0.00127061 -0.000462767 5.92008e-05 -0.000628813 0.000601508 0.00103495 0.00172595 0.00288038 0.000494288 0.000786823 0.000312335 0.000922565 0.000369335 0.000474138 -1.95642e-05 -0.000613022 0.00165758
internal_weight=0 0.0169224 0.00399393 0.00291894 0.0129285 0.00569868 0.00722979 0.00583012 0.00456396 0.00237433 0.00792981 0.0067965 0.00550897 0.00440718 0.00330175 0.00218963 0.00417735 0.00272053 0.00214991
internal_count=3121 2548 1457 808 1091 666 425 372 295 170 573 414 241 194 179 125 393 198 102
is_linear=0
shrinkage=0.00473777


Tree=1330
num_leaves=31
num_cat=0
split_feature=39 42 151 42 14 16 150 1456 33 10 41 48 42 43 4 376 1375 1447 12 3 160 1213 1374 12 4 156 1 49 12 3
split_gain=0.00120504 0.001061 0.000897981 0.000789651 0.000726699 0.000813888 0.000711345 0.000726743 0.000565871 0.000669842 0.000585987 0.000527564 0.000585357 0.000611126 0.00142108 0.000904761 0.000612396 0.000650433 0.000641142 0.000738344 0.000836297 0.000795048 0.000747513 0.000692135 0.000830045 0.000524674 0.000497518 0.000447299 0.000532972 0.000474643
threshold=0.16946000000000003 -0.11466499999999999 -0.5145249999999999 -0.106335 0.076175000000000007 -0.53943499999999989 -0.096234999999999987 -1.0000000180025095e-35 -0.0066799999999999993 -1.0000000180025095e-35 0.079885000000000025 -0.09386499999999999 -1.0000000180025095e-35 -0.50216499999999986 -0.51843499999999987 1.0000000180025095e-35 0.081540000000000015 -1.0000000180025095e-35 -0.16511999999999996 0.13524500000000003 -0.098904999999999979 0.04198000000000001 -0.094929999999999987 0.092355000000000007 0.09173000000000002 0.088775000000000007 0.122185 -0.088694999999999982 0.084100000000000022 -0.078934999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 5 -5 -7 -8 -9 -10 11 -11 -13 -14 -15 16 17 -16 -19 20 -20 22 -22 25 -25 27 -26 -24 -29 -30
right_child=-2 2 3 4 -6 6 7 8 9 10 -12 12 13 14 15 -17 -18 18 19 -21 21 -23 23 24 26 -27 -28 28 29 -31
leaf_value=-0.00094865455837293302 0.0014007746376619756 -0.0013150571349560128 0.0011484245217222792 0.0010903526599596286 -0.00088918729526145845 0.00081228036571823008 -0.0010556117223635079 -0.00094385255006069525 0.00097232618939120359 -0.00084792681902440552 -0.00091079323914656878 -0.00049056056400301521 0.001069783432835181 -0.0014005672954819262 -0.00095428157530977754 0.0014005166282941846 -0.00098027599108256895 -0.00092369568996128405 -0.0011236471432525871 0.0008326765384356798 -0.00071436865936815703 -0.0010117465821065301 -2.2891566584573856e-05 -0.00091153064770015818 -0.00024193063679350013 -0.00035624724757826027 0.001103475959804487 0.0010148784323436306 -8.4726407776576288e-05 0.00084640478779105975
leaf_weight=0.0024955514339370924 0.0011345786925645021 0.0010148675487613437 0.0011778118114165173 0.0013569954433250144 0.0017830131497778004 0.0019606373368645782 0.0013654217090169887 0.001248242190518666 0.0013792227056406139 0.001340019213424525 0.0013983027668587047 0.003539321963864194 0.0012507126489253997 0.0012335092930903921 0.0010453664564955547 0.0010661422818141189 0.0010178628607531151 0.0010011994004575078 0.0010077773078607235 0.0033171275912931 0.0014403022091400422 0.001029506301723159 0.0019440395010015274 0.0017070247718259371 0.001138946851810374 0.0012789141159315074 0.0010230971891047602 0.0052240868428141823 0.0023004670295740746 0.0020127022127933904
leaf_count=169 23 48 20 72 87 53 249 34 110 26 62 627 13 36 166 66 99 31 126 81 33 85 36 277 34 91 12 121 194 40
internal_value=0 -5.86213e-05 -1.19616e-05 1.6425e-05 -1.2936e-05 2.2876e-05 -1.13933e-05 -5.14566e-05 -1.62497e-05 1.44667e-05 -2.19109e-05 1.36846e-05 4.80694e-05 0.000111533 6.99018e-05 0.000135729 8.4822e-05 0.000127386 0.00017368 0.000220584 0.000119604 0.000185206 0.000253401 0.000337222 -0.000181591 0.000494534 0.000394727 0.000589303 0.00071409 0.000349778
internal_weight=0 0.0500982 0.0476026 0.0465878 0.04541 0.0436269 0.04227 0.0403093 0.0389439 0.0376957 0.0363164 0.0349181 0.0335781 0.0300388 0.0287881 0.0275546 0.0264884 0.0254706 0.0244252 0.023424 0.0201069 0.0190991 0.0180696 0.0166293 0.00386907 0.0127602 0.00216204 0.0114813 0.00953726 0.00431317
internal_count=3121 3098 2929 2881 2861 2774 2702 2649 2400 2366 2256 2194 2168 1541 1528 1492 1426 1327 1161 1130 1049 923 838 805 323 482 46 391 355 234
is_linear=0
shrinkage=0.00140032


Tree=1331
num_leaves=31
num_cat=0
split_feature=14 39 42 376 33 2 1455 1374 1213 1365 42 1 1374 16 403 480 12 484 13 1 151 16 43 133 16 3 51 12 2 1
split_gain=0.00112927 0.00106112 0.000922529 0.000994868 0.000774888 0.00129309 0.00111042 0.000875723 0.00067752 0.00065654 0.000709326 0.000779118 0.000755955 0.00084194 0.000797978 0.000800343 0.000846821 0.00080196 0.000632065 0.000746159 0.00126287 0.000943039 0.000988019 0.00131294 0.000747449 0.000505241 0.000471148 0.000442537 0.000585137 0.000441388
threshold=0.076175000000000007 0.16946000000000003 -0.11466499999999999 1.0000000180025095e-35 -0.0066799999999999993 -0.0091949999999999983 1.0000000180025095e-35 0.093235000000000012 -0.082704999999999987 1.0000000180025095e-35 0.092145000000000019 0.13021500000000003 -0.094929999999999987 0.25792000000000009 -0.088999999999999982 1.0000000180025095e-35 -0.042789999999999988 0.096415000000000015 -0.28558999999999996 1.0000000180025095e-35 0.043560000000000008 0.0057500000000000008 -0.08756499999999999 0.083950000000000011 -0.27167499999999994 -0.088084999999999983 0.081440000000000026 0.090995000000000006 0.11093500000000002 0.09253500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 -4 -6 7 8 -7 10 12 27 -10 14 -14 16 -16 18 -18 21 25 22 -20 24 -24 -21 -27 28 -12 -5
right_child=-2 -3 3 29 5 6 -8 -9 9 -11 11 -13 13 -15 15 -17 17 -19 19 20 -22 -23 23 -25 -26 26 -28 -29 -30 -31
leaf_value=-0.00087722153060730925 -0.0010742161257975655 0.001428794371056965 -0.0010207451572855266 0.0002951733192828175 0.0010401578907723093 -0.001127007118281981 -0.0014284043318823656 -0.0011755745878585962 -0.00073026653116503506 -0.0010004750817568569 -0.00069339008718371749 0.00076265922318909216 -0.00086902294020204003 -0.00056484831428189582 -0.00056651337586433514 -0.00088601668558755233 0.0013361951449456194 -0.00076070389249466536 -0.0014284187846661503 0.0013410870269064217 -0.00069566121380116599 0.0008466192443708487 0.0002203537598093385 0.0010081205613511955 -0.0013640545555470207 0.00035216028764966929 0.0010274018233348255 -0.00087367339104480336 0.00071863897488552242 0.0014284014725913805
leaf_weight=0.002388444797673194 0.0020013181799480853 0.0010669309446704736 0.0015209905318585007 0.0014122704864121252 0.0023814143341260854 0.0010009019587906556 0.0011457625105509841 0.0012602552474358921 0.0017355470674331732 0.001149801835131469 0.001358422109039025 0.0011314476227508585 0.001119835156436543 0.0024361310104183955 0.0016818369715618777 0.0010073507301624476 0.0018604968969997407 0.0010123047817174316 0.0010935138421208634 0.002922004268574697 0.0012279805141588449 0.0024902572383695976 0.0011818626358603822 0.0018281353248559284 0.0012497841895249429 0.0047325187536806368 0.0038014860708699416 0.0033127576301763551 0.0010705716178733837 0.0013926512846196282
leaf_count=155 101 23 25 20 92 261 206 36 50 53 55 25 219 220 84 118 63 58 77 68 28 45 16 81 226 175 35 339 32 135
internal_value=0 1.87834e-05 -1.0199e-05 3.16206e-05 -1.79891e-05 1.57595e-05 -4.12239e-05 -3.07749e-06 3.34934e-05 6.29713e-05 9.49351e-05 -0.000320654 0.000185959 0.000239598 0.000311622 0.000362299 0.000412434 0.000482793 0.000539019 0.000466768 0.000680911 0.000120473 -0.000217317 9.3581e-05 -0.000593979 0.000828467 0.000652948 -0.000534128 -7.10426e-05 0.000857824
internal_weight=0 0.0529737 0.0519067 0.0495183 0.0467134 0.0451924 0.042811 0.0416652 0.0404049 0.039404 0.0382542 0.0068732 0.031381 0.0296455 0.0272094 0.0260895 0.0250822 0.0234003 0.022388 0.0205275 0.012684 0.00784355 0.0053533 0.00425978 0.00243165 0.011456 0.008534 0.00574175 0.00242899 0.00280492
internal_count=3121 3020 2997 2842 2687 2662 2570 2364 2328 2067 2014 451 1563 1513 1293 1074 956 872 814 751 306 445 400 323 242 278 210 426 87 155
is_linear=0
shrinkage=0.00142833


Tree=1332
num_leaves=31
num_cat=0
split_feature=39 14 3 124 16 33 480 2 1456 453 42 3 1 3 12 1374 156 3 15 1 42 52 15 16 1 16 0 3 52 43
split_gain=0.0011154 0.000806874 0.00075372 0.000713045 0.000806707 0.000585375 0.000610023 0.000661067 0.000707267 0.000552774 0.000492549 0.000860941 0.000707799 0.000558084 0.000479756 0.000529193 0.000513483 0.000573119 0.000741145 0.000834738 0.000685958 0.000888777 0.000564368 0.000470467 0.000374781 0.000367224 0.000392346 0.000478836 0.000310379 0.000252467
threshold=0.16946000000000003 0.076175000000000007 0.30112000000000005 -0.043384999999999993 0.51524500000000006 -0.0066799999999999993 1.0000000180025095e-35 -0.0091949999999999983 -1.0000000180025095e-35 1.0000000180025095e-35 0.092145000000000019 -0.14989499999999997 0.122185 -0.082974999999999979 -0.015429999999999998 -0.094929999999999987 0.091255000000000017 0.092670000000000016 -0.094549999999999981 0.090540000000000023 0.091295000000000015 0.090245000000000006 0.024640000000000006 0.0039400000000000008 0.095285000000000022 -0.088394999999999987 -0.077809999999999976 -0.079379999999999992 0.08976000000000002 0.084740000000000024
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 23 5 -5 7 -7 -9 10 11 -10 13 28 -13 -16 17 18 24 20 21 25 -19 -1 -17 29 27 -27 -12 -20
right_child=-2 -3 -4 4 -6 6 -8 8 9 -11 12 14 -14 -15 15 16 -18 22 19 -21 -22 -23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=0.00013310017647546359 0.0013199407647872781 -0.0009553105549091731 0.0008835182813727849 -0.0010688803632703196 -0.0010714687466387091 0.00076605876993896969 -0.00094932363180007771 -0.0009636032518883517 0.00091988848128139635 -0.00083263136869616173 -0.00067963364947034449 -0.0007968138639709505 0.0005990121497062384 -0.0012341602026197291 -0.00074947659993235207 0.00014355575686778103 -0.00059903545248575637 0.00074551003617518352 -0.00082298656376237917 -0.0010925580829690097 0.0010237176564541464 -0.0010385340017713897 -0.00021393750817099563 0.0012247576311765415 0.0011067653641117913 -0.00043549321609062625 0.0009190219637641747 0.00073696264529961905 0.00020104518415192533 8.5248362026868249e-05
leaf_weight=0.0017252779343773774 0.0010302020369614686 0.0017190046242125936 0.0015064144162626461 0.0010056170960410773 0.0014735022538969736 0.0017877348182815311 0.0012621496602173146 0.0014356634448479113 0.0020434418915176054 0.0013820397578889745 0.001380096754513005 0.0011711324472045695 0.0011088070853433329 0.0014955839628856262 0.001288865103990843 0.0014125484466358416 0.0015831247899633629 0.0045680545242134931 0.0010014090758758577 0.0013894904579077041 0.0010235700677085902 0.0014942450598451895 0.0013930554624721481 0.0011426704058108417 0.00140101048653829 0.0015102338656811532 0.0013391413016413112 0.0010135877448391728 0.0014073819417603772 0.0011391228962889244
leaf_count=172 23 101 130 22 149 49 223 249 59 57 51 45 34 307 46 128 107 76 136 103 17 215 21 59 24 377 66 36 23 16
internal_value=0 -6.88561e-05 -3.33234e-05 -6.67017e-05 -0.000113972 -7.58789e-05 -4.81649e-05 -1.54522e-05 -5.78132e-05 -1.65905e-05 2.07986e-05 9.94662e-05 -0.000340627 -0.000583882 2.57052e-05 7.03894e-05 0.000122524 0.000183658 2.54814e-05 -0.0001442 1.04402e-05 -0.000127889 0.000521296 0.000568047 0.000623186 9.87662e-05 0.000341701 3.53748e-05 -0.000234984 -0.000339653
internal_weight=0 0.044604 0.042885 0.0413786 0.0385106 0.0370371 0.0360315 0.0347693 0.0329816 0.0315459 0.0301639 0.024772 0.00539187 0.00428306 0.0227286 0.0215575 0.0202686 0.0186855 0.0127244 0.0099108 0.00852131 0.00749774 0.00596111 0.00286795 0.00281356 0.00600349 0.00386296 0.00252382 0.00278748 0.00214053
internal_count=3121 3098 2997 2867 2636 2487 2465 2242 2193 1944 1887 1472 415 381 1413 1368 1322 1215 1118 966 863 846 97 231 152 631 479 413 74 152
is_linear=0
shrinkage=0.00131955


Tree=1333
num_leaves=31
num_cat=0
split_feature=31 151 14 122 1 16 150 1456 0 160 4 52 38 133 403 42 12 52 1374 50 0 457 51 0 42 3 13 1 0 52
split_gain=0.00121667 0.000865795 0.000902744 0.000715413 0.000724914 0.00070416 0.000646639 0.00080919 0.000567104 0.000669278 0.00064127 0.00163851 0.000591983 0.000643881 0.000661438 0.000621218 0.000640422 0.00072877 0.000672633 0.000575783 0.000591578 0.000655762 0.000863935 0.00053557 0.000526358 0.000600586 0.000398953 0.000481328 0.000342524 0.00092295
threshold=-1.0000000180025095e-35 -0.5145249999999999 0.076175000000000007 1.0000000180025095e-35 0.14000500000000002 -0.53943499999999989 -0.096799999999999983 -1.0000000180025095e-35 0.041630000000000007 -0.26568499999999995 -0.49405499999999997 0.10347000000000002 1.0000000180025095e-35 -0.17773999999999998 -0.088999999999999982 -0.11466499999999999 -0.040564999999999997 -0.43320999999999993 -0.094929999999999987 0.10124500000000002 -0.062294999999999996 -0.0029299999999999994 0.078435000000000019 -0.033209999999999996 -0.088669999999999985 -0.087909999999999988 -0.094514999999999988 0.08844500000000001 -0.10836499999999999 0.083680000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 5 -3 -7 -8 9 -9 11 -10 13 -11 -15 -16 -17 -18 -19 20 21 -20 24 -22 -23 -26 27 -27 -28 -30
right_child=1 2 -4 -5 -6 6 7 8 10 12 -12 -13 -14 14 15 16 17 18 19 -21 23 22 -24 -25 25 26 28 -29 29 -31
leaf_value=0.0014571428658899093 -0.0013932815745276693 0.0010715440921957354 -0.0010226558109901261 -0.0011515265833951184 0.00076163915201253607 0.00079542390246304404 -0.0011706062800414961 -0.0012887229831575139 -0.0011812135358734294 -0.0010849099833205272 0.00076564854494421981 0.0008866282368281853 -0.0011009582805566731 -0.00097314448694229064 -0.0010160776912254731 0.0010557065649692725 -0.0010738595868877699 -0.0008384455479494709 -0.00085438762260508952 -0.00089958041734103942 0.001320474521554869 0.00084179641298664555 0.00092818955271430656 5.4510544891721137e-07 -0.00078820063062128866 -9.8972271648018909e-06 0.0003618296145863403 0.0013553349911663562 -0.00084318579240195719 0.00053316168925435573
leaf_weight=0.001145715190084883 0.0010148854912728203 0.0012364373312179202 0.0018805690262828625 0.0011035052720558261 0.0027421581099991146 0.0018566578918779433 0.0014038259497720631 0.0010201074471716245 0.0016001614472109793 0.0012133179879123537 0.0035425064451910506 0.0016540643902231977 0.001176937434436808 0.0014062989895182723 0.0011044485513815863 0.0014056520063876468 0.0011772121340949395 0.0015026048159967323 0.0013413345004575907 0.0010133454365284225 0.0018044650981341448 0.0015347206275415646 0.0028736363741335156 0.0010220508209792976 0.00201335109773802 0.001167286302871772 0.0023861488167682262 0.0010333767986168141 0.0027396180439896046 0.0016611887108499701
leaf_count=86 50 65 99 20 100 48 267 176 89 167 92 15 38 366 88 119 138 36 93 124 55 76 90 44 115 38 42 20 221 144
internal_value=0 -6.17647e-05 -3.33854e-05 7.29099e-06 3.59416e-05 -1.15623e-05 -4.45033e-05 -8.4698e-05 -4.39312e-05 -0.000128492 0.000336739 -0.000130167 -8.84756e-05 -4.65169e-05 -1.74429e-07 5.29002e-05 0.000100746 4.30608e-05 0.000102575 0.000171246 0.000226674 0.000122642 0.000207689 0.000843196 4.25243e-05 -6.89804e-05 9.21349e-05 0.000631182 -8.26505e-05 -0.000323651
internal_weight=0 0.0486319 0.047617 0.0457364 0.0446329 0.0418908 0.0406543 0.0387977 0.0373938 0.0305971 0.00679673 0.00325423 0.029577 0.0284001 0.0271867 0.0257804 0.024676 0.0232703 0.0220931 0.0205905 0.0195772 0.0167507 0.0154093 0.00282652 0.0125357 0.011001 0.00898762 0.00220066 0.00678696 0.00440081
internal_count=3121 3035 2985 2886 2866 2766 2701 2653 2386 2190 196 104 2014 1976 1809 1443 1355 1236 1098 1062 938 839 746 99 656 580 465 58 407 365
is_linear=0
shrinkage=0.00145689


Tree=1334
num_leaves=31
num_cat=0
split_feature=39 42 401 151 1456 33 10 42 42 15 43 4 1374 376 1447 42 1 51 1374 156 150 49 2 15 12 1 3 1453 2 2
split_gain=0.00122738 0.00109082 0.00106387 0.00104775 0.000962385 0.0007662 0.000769145 0.000739921 0.000865855 0.000697013 0.000686273 0.00163651 0.000695369 0.000599297 0.000715832 0.000642713 0.000859058 0.000704152 0.00102161 0.000908433 0.000811476 0.000660191 0.000941312 0.000760352 0.000526888 0.000494165 0.000936468 0.000467116 0.000455738 0.00044387
threshold=0.16946000000000003 -0.11466499999999999 0.10076500000000001 -0.5145249999999999 -1.0000000180025095e-35 -0.0066799999999999993 -1.0000000180025095e-35 -0.106335 -1.0000000180025095e-35 0.088060000000000013 -0.50216499999999986 -0.51843499999999987 0.10637000000000001 1.0000000180025095e-35 -1.0000000180025095e-35 0.092145000000000019 0.122185 -0.076794999999999988 -0.094929999999999987 0.091255000000000017 0.094605000000000009 0.10969000000000002 0.13093500000000002 -0.11345499999999999 0.090995000000000006 0.10612500000000001 0.10542000000000001 -0.078199999999999978 0.096540000000000015 0.080205000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 27 -6 -7 -8 9 28 -10 -12 13 14 -13 17 24 19 -19 -16 21 22 23 -20 -17 26 29 -5 -9 -25
right_child=-2 2 -4 4 5 6 7 8 10 -11 11 12 -14 -15 15 16 -18 18 20 -21 -22 -23 -24 25 -26 -27 -28 -29 -30 -31
leaf_value=-0.00086284611963005013 0.0013199845035263276 -0.0012564365521410305 -0.0012762683277572266 -0.00011548181394309305 -0.00088172202220297268 0.00091643040240184056 0.0011159596240509083 -0.0011692200706137474 0.00097047724797952914 0.00044509558312009058 -0.0013198147298283261 -0.00092438758165746724 -0.00087857185021859895 0.0010236196427325967 0.00024430167809231802 -5.0925095847395489e-05 0.00059234425708238193 -0.00060934397679299841 0.0010464801753728057 -0.001018158181398532 0.0012480893774622719 0.0010835511865064436 -0.00058791411742557473 0.00062921980572526828 -0.001013256767916473 -0.00056822318047009457 0.001090116750983274 -0.0013196430755120993 -0.00012858121697837619 -1.7472904006191216e-05
leaf_weight=0.0026900584550957332 0.0011744112567626521 0.0010857520847196147 0.0011156889734404976 0.0010080987296887667 0.0013641226042508938 0.0020277239708450514 0.001181598351450929 0.0021102789982450068 0.0015809348767561451 0.0010160230874340925 0.0013944638103957551 0.0010757153030391811 0.0011379302310672293 0.0013745105824332074 0.0025536653265358913 0.001853566481642587 0.0015511186312284764 0.0018112010236563938 0.0024559807946415895 0.0016233540579397854 0.0018910552120710014 0.0018913953412607034 0.0020051624039272289 0.0024852393524312962 0.0021279583885873699 0.0011796508126309399 0.0022687036600927976 0.0012645613666342195 0.0011225714111089413 0.0072078909528157098
leaf_count=169 23 48 157 81 34 125 15 338 17 148 36 180 31 78 139 72 36 23 77 96 86 33 39 65 283 58 17 189 118 310
internal_value=0 -4.32039e-05 -1.41773e-06 2.61201e-05 5.366e-05 9.31519e-05 0.00012149 8.55899e-05 5.77416e-05 -0.000508251 0.00011867 8.3128e-05 0.000136735 0.000169413 0.000134861 0.000169489 -0.00024071 0.000252398 0.000342207 -0.00024634 0.000422798 0.000342739 0.000263139 0.000372548 -0.000565251 0.000246598 0.000326954 -0.000785505 -0.00080787 0.000148334
internal_weight=0 0.055456 0.0527659 0.0516502 0.0505645 0.0482918 0.0469277 0.0449 0.0437184 0.00424887 0.0394695 0.0378886 0.0364941 0.0353562 0.0339817 0.0329059 0.00553264 0.0273733 0.0231963 0.00417702 0.0213851 0.019494 0.0176026 0.0155975 0.00398152 0.0131415 0.0119618 0.00227266 0.00323285 0.00969313
internal_count=3121 3098 2929 2772 2724 2454 2420 2295 2280 604 1676 1659 1623 1592 1514 1334 391 943 708 235 685 599 566 527 355 450 392 270 456 375
is_linear=0
shrinkage=0.00131955


Tree=1335
num_leaves=31
num_cat=0
split_feature=39 151 401 42 14 123 480 1374 124 3 33 9 133 1456 1374 403 16 43 13 1 12 129 133 4 124 52 2 51 48 3
split_gain=0.00131104 0.000956558 0.000976573 0.00101563 0.000879296 0.000838806 0.000996244 0.000747933 0.000775473 0.000980171 0.000927347 0.00103925 0.000825419 0.000830253 0.000782378 0.00084037 0.000801145 0.00159625 0.001056 0.000708772 0.000634408 0.000801493 0.000870536 0.000806124 0.000626649 0.000544002 0.000511017 0.000458715 0.000604509 0.000479766
threshold=0.16946000000000003 -0.5145249999999999 0.10076500000000001 -0.11466499999999999 0.076175000000000007 1.0000000180025095e-35 1.0000000180025095e-35 0.093235000000000012 -0.013479999999999999 0.149315 -0.0066799999999999993 0.088235000000000022 -0.25159999999999993 -1.0000000180025095e-35 -0.094929999999999987 -0.088999999999999982 0.066275000000000014 -0.45785999999999999 -0.061684999999999997 1.0000000180025095e-35 0.092255000000000018 0.08888500000000002 0.089755000000000015 -0.022844999999999997 -0.063929999999999987 0.19022000000000003 0.13247500000000004 0.084745000000000015 0.084485000000000018 -0.10519499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 5 6 7 8 -5 10 -10 12 -12 -14 -15 -16 19 -18 -19 20 21 22 23 -17 -7 27 -11 28 29 -21
right_child=-2 2 -4 4 -6 24 -8 -9 9 26 11 -13 13 14 15 16 17 18 -20 25 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0014349800436403021 0.001516311556627874 -0.00093779642530057879 -0.0014485608515538866 -0.00097700330588080262 -0.00097717057454265658 0.0011769036384233539 -0.0011834149871791137 -0.0010416384383011227 -0.0012766552853555838 0.0013123390771540475 -0.0012286581907268359 0.0014099981154280651 -0.001021845744925277 -0.00084562386050936905 -0.00083311541047750588 0.00011290877687816009 0.001369591357749201 0.00013584660089819504 -0.0011684614614427913 0.0014532793508195644 -0.00096198400679226416 0.0013790969875574028 0.00086898674419623012 -0.0015158699307525809 -0.00021800586556634607 -0.00037564153934932623 9.8393866580843425e-05 0.0012608274723758946 -0.00015893927941413569 0.00055224844787168264
leaf_weight=0.0011198988829548276 0.001258479182986604 0.0024680195621962211 0.0010755896399396994 0.0014294780872248216 0.0018120972729853682 0.0026780277974853828 0.0014779524748795838 0.001316046820626581 0.0011161987297612077 0.0024185024163116955 0.0010825240728054011 0.0013921328829127324 0.0014051425970627021 0.0016484317919065452 0.0016178247145828264 0.0018020335019306288 0.0012946174283570144 0.0029507552561511829 0.0027601088678574906 0.0018205465987319886 0.0011775672218874433 0.0011692078241907211 0.001607646874223434 0.0011396263243766006 0.0010224123995152814 0.0010892406400735419 0.0011880625164728542 0.0029653291363587195 0.0020124339032605576 0.0053403949238171027
leaf_count=50 23 159 165 52 80 178 233 39 21 62 146 22 234 35 326 180 7 130 171 51 120 15 55 153 63 43 52 22 43 191
internal_value=0 -4.8891e-05 -1.91982e-05 1.08279e-05 5.88684e-05 9.88794e-05 3.95808e-05 8.28813e-05 0.000119488 0.00015968 8.29696e-05 0.000127246 7.29406e-05 0.000117248 0.000169906 0.000228139 0.000291425 -0.000150044 -0.000494537 0.000445107 5.11325e-05 0.000259755 -2.79243e-05 -0.000518095 0.000791497 0.000650497 0.000912445 0.000742575 0.000575048 0.00078132
internal_weight=0 0.0533979 0.052278 0.0512024 0.0487343 0.0469222 0.0432218 0.0417439 0.0404278 0.0389983 0.0353918 0.0342756 0.0328834 0.0318009 0.0303958 0.0287473 0.0271295 0.00700548 0.00571086 0.020124 0.00689608 0.00571851 0.00454931 0.00294166 0.00370044 0.0132279 0.00360656 0.0121387 0.00917338 0.00716094
internal_count=3121 3098 3048 2883 2724 2644 2403 2170 2131 2079 1965 1944 1922 1776 1542 1507 1181 308 301 873 523 403 388 333 241 350 114 307 285 242
is_linear=0
shrinkage=0.00151575


Tree=1336
num_leaves=31
num_cat=0
split_feature=39 42 376 151 1456 1374 133 133 160 33 401 1429 4 483 38 1 159 133 1374 12 16 51 3 4 48 1453 4 12 457 133
split_gain=0.0012821 0.00107306 0.000922741 0.000847058 0.00089325 0.000657973 0.000668285 0.00060958 0.000669905 0.000661936 0.000720794 0.000762752 0.000705033 0.000773116 0.000757148 0.000704298 0.000816515 0.000568554 0.000568422 0.000551909 0.000547827 0.000694225 0.000531078 0.000472323 0.000455351 0.000311779 0.000287119 0.000273318 0.000236612 0.000302073
threshold=0.16946000000000003 -0.11466499999999999 0.088055000000000008 -0.5145249999999999 -1.0000000180025095e-35 0.10637000000000001 0.18829500000000002 -0.25159999999999993 -0.40698999999999991 -0.0066799999999999993 0.080190000000000011 -1.0000000180025095e-35 0.27287000000000006 0.088070000000000009 0.10777500000000002 0.10089500000000001 0.091530000000000014 -0.14757499999999998 -0.094929999999999987 0.092355000000000007 0.15891500000000003 -0.21316999999999997 0.10732000000000001 0.033845000000000007 -1.0000000180025095e-35 -0.077384999999999995 0.41555500000000006 0.051320000000000005 0.097575000000000009 0.093615000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 27 3 -3 25 6 7 -6 -9 -10 11 -11 13 14 15 16 18 -12 -13 24 23 -22 -21 -17 -20 -5 -14 -1 29 -26
right_child=-2 2 -4 4 5 -7 -8 8 9 10 17 12 26 -15 -16 20 -18 -19 19 22 21 -23 -24 -25 28 -27 -28 -29 -30 -31
leaf_value=-0.00039610828333730826 0.0013733369947082148 -0.0012903633392693143 0.0010037053434330955 -0.00032892527981599062 -0.00068050303972607752 -0.0010186509992005605 -0.00083061624977336123 -0.00082300911287055956 -0.00086095472330512373 -0.00092659740828933 0.00024352491823653082 -0.00067840878713744076 0.001356750086650786 -0.00093423245452918524 -0.00084963878564723824 0.0012214962495977924 -0.00088839469442636443 -0.0011092717931216484 -0.00040979728029027059 -0.00068388743295139803 0.00078500852948663218 -0.00079560468418482879 0.00044470121719317353 0.00045205778094467157 0.00048722954577521907 -0.0013729524614209592 0.00055583544988447849 -0.0013012811590858524 0.0010765068818355851 -0.00023566603388607422
leaf_weight=0.0010866407262781754 0.0012096250593387472 0.0010093866289935241 0.0016318611239405359 0.001019441864657189 0.0018926761002946426 0.0011167636845073039 0.0015717380564015384 0.0013812967065041084 0.001184213956198831 0.0010419986732019817 0.0010040637648671691 0.001241485103300021 0.0012706179283492594 0.0010984778415763499 0.0011576995238584678 0.0029985713528759561 0.001341995780530957 0.001404773424992233 0.0012074265588832853 0.0019437527989385464 0.0010832129020741377 0.0010139702920852756 0.0013191982689022552 0.003016054743056884 0.010954462047598312 0.001144185607912628 0.0025102950595721207 0.0014919525370946651 0.0011135269612623242 0.0012097844217233708
leaf_count=35 23 47 64 89 166 31 281 156 34 128 63 32 76 140 20 127 92 190 42 120 18 51 10 31 543 182 147 134 10 39
internal_value=0 -5.62549e-05 -1.1614e-05 -4.59523e-05 -1.93637e-05 2.19943e-05 4.84302e-05 8.10238e-05 0.000116615 0.000149796 0.000181352 0.000230633 0.000265605 0.000196711 0.00023868 0.000282976 0.000146522 -0.000545392 0.00021966 0.00028248 0.000624988 2.07954e-05 -0.000227603 0.000835659 0.000397382 -0.000881036 0.000824992 -0.000919834 0.000470783 0.000415335
internal_weight=0 0.0524615 0.0498829 0.0482511 0.0472417 0.0450781 0.0439613 0.0423896 0.0404969 0.0391156 0.0379314 0.0355225 0.0344805 0.0306996 0.0296011 0.0284434 0.0203316 0.00240884 0.0189896 0.0177482 0.00811181 0.00209718 0.00326295 0.00601463 0.0144852 0.00216363 0.00378091 0.00257859 0.0132778 0.0121642
internal_count=3121 3098 2929 2865 2818 2547 2516 2235 2069 1913 1879 1626 1498 1275 1135 1115 888 253 796 764 227 69 130 158 634 271 223 169 592 582
is_linear=0
shrinkage=0.00137286


Tree=1337
num_leaves=31
num_cat=0
split_feature=39 31 151 150 42 1456 474 401 4 158 1374 157 403 42 15 50 15 2 49 156 133 16 43 160 160 1 43 151 48 133
split_gain=0.00131043 0.00128721 0.00102931 0.00108998 0.00123153 0.00101728 0.000993021 0.00101799 0.000905015 0.000873154 0.000771638 0.000694678 0.000720659 0.000708147 0.000784585 0.000661625 0.000683632 0.000639411 0.000585246 0.000552218 0.000664035 0.000758773 0.000708569 0.000914771 0.000803479 0.000712925 0.00124174 0.00122978 0.000919373 0.000583034
threshold=0.16946000000000003 -1.0000000180025095e-35 -0.5145249999999999 -0.22665999999999997 -0.11466499999999999 -1.0000000180025095e-35 -1.0000000180025095e-35 0.10076500000000001 0.27287000000000006 0.09445000000000002 0.093235000000000012 -0.084489999999999996 -0.092474999999999988 -0.106335 -0.095869999999999983 0.11875500000000001 -0.23032499999999997 0.10276500000000001 -0.0060549999999999988 0.091255000000000017 0.10722500000000001 0.023255000000000001 -0.51144999999999985 -0.098904999999999979 -0.081969999999999987 0.077565000000000009 0.016310000000000002 0.057610000000000008 0.091545000000000015 0.091250000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 -5 -6 -7 8 9 10 11 -8 -13 -14 17 16 -10 -15 -18 20 22 -22 -16 -24 -25 26 28 -27 -26 -28
right_child=-2 2 3 4 5 6 7 -9 15 -11 -12 12 13 14 19 -17 18 -19 -20 -21 21 -23 23 24 25 27 29 -29 -30 -31
leaf_value=0.0013730798583412812 0.001373407507339156 -0.0013057303788384764 0.00094166621124548721 -0.00102196882333298 -0.0010540040342168165 -0.0013117228374844691 -0.00074600012581942663 -0.0013087695330953133 0.0013729942259012046 -0.0012628502340328094 -0.0011565001807640409 -0.00082214636043744297 0.0011872768978533829 -0.00053377515054461909 0.0011530173985489041 -0.00040546320034441971 0.0010568745961122815 0.00043278475605778113 -0.00034467926260638008 -0.00056434204060079173 0.00025827714059825169 -0.0013647436771721283 -0.00077114685723425386 0.00112040453440072 -0.00078366123653350269 0.00067465026282699785 0.00014871722798752172 -0.00047064807393518821 0.00060824151248537166 0.0012361658747168606
leaf_weight=0.0011783278871748673 0.0012478506511754963 0.0012556804176711003 0.0020189207887995044 0.0025253080037277434 0.0018056640833632445 0.001074746246694013 0.0020001787667629492 0.0010611925057926177 0.0021203864041434706 0.0010316061189712391 0.0010342344110547677 0.0015928335743691227 0.0011374855633334837 0.0056844158191680086 0.0016849716328124478 0.0010395382614660775 0.0010243486615983954 0.0016686166860893081 0.0012428206039487568 0.0017442330884092075 0.0011676456406890514 0.0010146661114467381 0.0015995131312696023 0.002061242952526853 0.0042483296765989387 0.0091967556178582655 0.0028466455567208726 0.0021872886003180278 0.0011328976595450513 0.0013795892227790318
leaf_count=84 23 50 24 165 269 108 178 155 167 94 32 320 11 160 12 13 56 52 28 97 71 23 131 46 326 254 117 29 18 8
internal_value=0 -4.78303e-05 -7.59311e-05 -4.94552e-05 -8.49924e-05 -4.0997e-05 -5.8049e-06 2.17686e-05 5.00983e-05 -1.45702e-05 1.51137e-05 4.37276e-05 8.28778e-05 0.000120075 8.78042e-05 0.000579319 0.000812642 -0.000314435 0.000288568 0.000185534 0.000231396 -0.000496347 0.000291697 0.000232826 0.000302487 0.000222172 -5.32325e-05 0.000454597 -0.000490627 0.000503698
internal_weight=0 0.0607601 0.0595818 0.0583261 0.0563072 0.0537818 0.0519762 0.0509014 0.0498402 0.0444131 0.0433815 0.0423473 0.0403471 0.0387543 0.0376168 0.00542709 0.00438756 0.00735303 0.00226717 0.0302638 0.0285195 0.00218231 0.0263372 0.0246523 0.0230527 0.0209915 0.00960746 0.011384 0.00538123 0.00422623
internal_count=3121 3098 3014 2964 2940 2775 2506 2398 2243 1979 1885 1853 1675 1355 1344 264 251 212 84 1132 1035 94 941 929 798 752 469 283 344 125
is_linear=0
shrinkage=0.00137286


Tree=1338
num_leaves=31
num_cat=0
split_feature=39 14 3 1365 52 33 10 159 4 3 49 49 157 1213 158 2 403 0 3 15 16 3 3 0 2 159 4 52 13 3
split_gain=0.00106467 0.000863711 0.000685659 0.000618629 0.000668341 0.000707567 0.00079172 0.000538966 0.000654854 0.00053268 0.000544972 0.000880998 0.000636774 0.000922871 0.000605367 0.000618798 0.000823094 0.000588719 0.000753196 0.000755211 0.000530561 0.000473503 0.000428803 0.000426006 0.000425156 0.000409358 0.000378535 0.000367599 0.0003285 0.000287579
threshold=0.16946000000000003 0.076175000000000007 0.30112000000000005 1.0000000180025095e-35 -0.24456499999999998 -0.0066799999999999993 -1.0000000180025095e-35 -0.032739999999999991 -0.0035949999999999997 -0.15447499999999995 0.27293500000000009 0.10542000000000001 -0.08107499999999998 -1.0000000180025095e-35 0.084765000000000021 0.10613000000000002 -1.0000000180025095e-35 -0.077809999999999976 -0.086769999999999986 -1.0000000180025095e-35 0.51524500000000006 0.088060000000000013 -0.074479999999999977 -0.10607499999999999 0.089885000000000007 -0.24212499999999995 -0.49013999999999996 0.024145000000000003 0.0027400000000000007 0.090900000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 20 -6 -7 8 -8 27 11 12 29 -14 15 16 -15 18 -18 23 22 -17 -1 24 -20 -10 -19 -9 -28 -11
right_child=-2 -3 -4 -5 5 6 7 9 25 10 -12 -13 13 14 -16 21 17 26 19 -21 -22 -23 -24 -25 -26 -27 28 -29 -30 -31
leaf_value=-0.00082857122814830792 0.001346336126736209 -0.00097581777534411576 0.00085580556937917517 -0.0010338874592087678 -0.00099983212347665227 0.0010078495237653539 -0.0013460091419805083 0.0010919322796637009 0.0004902700751581925 0.0001864953968771539 -0.00092773153123178491 0.0009406273640609425 -0.0011701677211559574 -0.0009399635719746348 -0.00097395837686073275 0.00023039018520372586 -0.0006744425763359729 -5.4454793481913209e-05 -0.00040407910696726697 0.00068526615593198783 -0.0013460993811686235 -0.0006826249430969051 0.00024732366563312016 -0.00077051457396175164 0.00050089559861215389 -0.00066882048418076361 0.0011634034736647673 0.00016937478643056013 0.00027112938019137453 0.0011617731221841212
leaf_weight=0.0012294378406837447 0.0010002101219583883 0.0017829001156224314 0.0015609850869497946 0.001132421072417066 0.001175922540486595 0.0015324729548182861 0.0010999497332606634 0.0014648896089366403 0.0011318508663240578 0.001078082153303849 0.0010678317951828822 0.0018847027907133987 0.0013195522857425415 0.0011462770958932103 0.0011259665933032173 0.0015121952936230079 0.0019887143167602742 0.0010413341582733437 0.0016107372181863745 0.0039212884019148662 0.0011104842117353186 0.0032204456253452918 0.0014776158832250355 0.001283454254077724 0.0022598605894366131 0.0010774048265331784 0.002295747434271544 0.0016794296203883619 0.0011083248909642407 0.0011133432682299826
leaf_count=165 23 101 130 62 32 98 249 53 60 113 25 93 432 326 141 115 125 32 32 89 118 41 56 149 52 98 49 23 25 14
internal_value=0 -5.71779e-05 -2.04967e-05 -5.22419e-05 -2.57475e-05 2.79958e-05 6.06939e-05 1.97276e-05 -0.000497467 7.30087e-05 1.59151e-05 5.20188e-05 -1.23325e-05 -7.61716e-05 -1.20532e-05 3.85852e-05 0.00016062 0.000241962 7.57427e-05 0.000240134 -0.000562679 -0.000390894 -0.000241306 -9.85305e-05 0.000124293 -7.49926e-05 0.00065566 0.00059918 0.00087289 0.000681981
internal_weight=0 0.0464336 0.0446507 0.0430897 0.0419573 0.0381398 0.0369639 0.0354314 0.00330921 0.0321222 0.0289779 0.02791 0.0260253 0.0238339 0.0225143 0.0213884 0.0166557 0.0155095 0.0110641 0.00907534 0.00381754 0.00473264 0.00270705 0.00515405 0.0038706 0.00220926 0.00444541 0.00314432 0.00340407 0.00219143
internal_count=3121 3098 2997 2867 2805 2466 2434 2336 407 1929 1853 1828 1735 1608 1176 1035 879 553 447 322 339 156 221 233 84 158 106 76 74 127
is_linear=0
shrinkage=0.00134594


Tree=1339
num_leaves=23
num_cat=0
split_feature=14 1213 124 376 484 13 132 52 0 457 4 1 52 133 42 47 43 15 16 1 15 0
split_gain=0.000276515 0.000215981 0.000201111 0.000290471 0.000233194 0.000255261 0.000425967 0.000256879 0.000205831 0.00020392 0.000316693 0.000221803 0.000317903 0.00021147 0.000230838 0.000416304 0.000268773 0.000277672 0.000192398 0.00017059 0.000103578 4.7742e-06
threshold=0.062655000000000016 -1.0000000180025095e-35 -0.043384999999999993 0.048375000000000008 -0.0068949999999999992 -0.094514999999999988 0.081465000000000024 0.10160000000000001 -0.084269999999999984 0.082380000000000009 0.010840000000000001 0.12811000000000003 -0.070154999999999981 0.090310000000000015 -1.0000000180025095e-35 0.092710000000000015 -0.08287499999999999 -0.09551999999999998 0.042200000000000008 0.10752500000000002 -0.028889999999999996 -0.082724999999999979
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 -4 7 9 8 19 11 -11 12 18 14 -14 16 -16 -18 -7 -6 -13 -19
right_child=-2 2 4 -5 5 6 -8 -9 -10 10 -12 20 13 -15 15 -17 17 21 -20 -21 -22 -23
leaf_value=-0.0023694147932574396 -0.0028797214278611532 -0.00023334154195960217 -0.0019950042753531737 0.0039885333845245509 -0.00061725528072924273 -0.0011919535752208256 0.0029443553696146354 -0.0010864644805619749 0.0036330947560231125 0.002890699348437541 -0.0011513484458599743 0.0022020402147455331 -0.0023772992745162242 -0.0026879070239116038 0.0032213062032898179 -0.0022716633040661587 0.0020755242713050015 -0.00080963158730647114 -0.0044188124568341584 0.0024127311539820897 -0.00019133479282195537 -0.0013506820746854555
leaf_weight=0.001061814463447718 0.0010074878480428309 0.0010072293890101549 0.00161359606097669 0.0010014276914086517 0.0010957477382085301 0.0011263305201930597 0.0012843396335493465 0.0010651985954330812 0.00145816857637326 0.0013482673122595648 0.0010723466150268646 0.0010579348750565654 0.0012068875340582874 0.0011713658578240693 0.0013039490976012305 0.0015096512854331223 0.0015023357387802206 0.0010090250596719265 0.0011514078794819249 0.0011991606852843617 0.0011771378963203469 0.00100118612673807
leaf_count=477 104 113 449 134 43 87 155 53 59 84 47 56 279 251 85 59 43 88 268 83 17 87
internal_value=0 8.33335e-05 0.000186018 0.0018715 4.10519e-05 0.00019217 -0.00012879 0.00131941 0.00200224 -0.000381188 0.00110005 -0.000652463 -0.000976871 -0.000493744 -0.000152558 0.000271873 0.0010691 0.000270149 -0.00282315 0.000966006 0.00094153 -0.0010791
internal_weight=0 0.0264245 0.0253627 0.00200866 0.023354 0.0217404 0.0169222 0.00481828 0.00375308 0.0156378 0.00242061 0.0132172 0.0109821 0.0087044 0.00753303 0.00632615 0.0048165 0.00351255 0.00227774 0.00229491 0.00223507 0.00201021
internal_count=3121 3017 2540 247 2293 1844 1606 238 185 1451 131 1320 1247 892 641 362 303 218 355 126 73 175
is_linear=0
shrinkage=0.00555105


Tree=1340
num_leaves=20
num_cat=0
split_feature=1213 1447 1374 457 11 51 15 48 0 52 15 4 2 15 3 13 0 16 43
split_gain=0.000182359 0.000187316 0.000174201 0.000253344 0.000293804 0.00020594 0.00050391 0.000348781 0.000240199 0.000230601 0.000255063 0.000417623 0.000304601 0.000287499 0.000236918 0.00024302 0.000358854 0.000228597 0.0001618
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.094929999999999987 0.092360000000000012 0.089270000000000002 0.012085000000000002 -0.094549999999999981 0.091840000000000019 0.15398500000000004 0.10160000000000001 -0.016799999999999995 0.24564500000000003 -1.0000000180025095e-35 -0.15026499999999995 0.10542000000000001 -0.0034749999999999994 -0.076899999999999982 -0.014034999999999997 -0.077319999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 5 8 -7 -8 9 10 11 12 -4 -13 15 18 -17 -14 -12
right_child=1 2 3 -5 -6 6 7 -9 -10 -11 14 13 17 -15 -16 16 -18 -19 -20
leaf_value=-0.001933440144400932 -0.0017572995616465447 -0.0017114720155844716 0.00056518174755796095 0.0022472506296248259 -0.0021755827825364251 0.0035313921279391484 -0.0019619115062032809 0.0017243462400815619 0.0016220852945497217 -0.0016794539998772051 0.0028087311719649549 0.0024632927419077442 -0.0041268738027283947 -0.00059638947965539191 0.0027159402762863124 -0.0021971254557987645 0.0012768232474462413 -0.0013742702490215119 0.00044264989587821296
leaf_weight=0.0010730159182871226 0.0012136009798149319 0.0010798042551343192 0.0011119910457395524 0.0013248990887024794 0.0011900104724498197 0.0013756052692757148 0.0011358297132812991 0.0011692167673125198 0.0018916297816464747 0.0019727452321813841 0.0010104742668147759 0.0012940872378326418 0.0010442079279651632 0.0014750875246383188 0.0011077391948006721 0.0015434683007315708 0.0011759852136723533 0.0019269282577212329 0.0018121409561899782
leaf_count=491 255 55 32 89 101 72 215 67 44 292 131 159 148 74 41 126 87 370 272
internal_value=0 5.9821e-05 0.000149313 0.00023459 0.000114675 0.000244166 0.00126215 -9.20861e-05 2.84146e-05 -0.000166394 5.46738e-05 -0.000586805 -0.00155003 0.000833457 0.000715687 0.00031588 -0.000694871 -0.00234167 0.00128969
internal_weight=0 0.0258555 0.0246419 0.023562 0.0222371 0.0210471 0.00368065 0.00230505 0.0173665 0.0154749 0.0135021 0.0068523 0.00408313 0.00276917 0.00664981 0.00554207 0.00271945 0.00297114 0.00282262
internal_count=3121 2630 2375 2320 2231 2130 354 282 1776 1732 1440 783 550 233 657 616 213 518 403
is_linear=0
shrinkage=0.00473777


Tree=1341
num_leaves=19
num_cat=0
split_feature=128 124 483 13 40 48 4 160 0 1 13 0 42 0 484 16 2 16
split_gain=0.000162811 0.000164981 0.000250853 0.000199091 0.000220521 0.000234976 0.000346374 0.00035849 0.000320493 0.000355685 0.000250919 0.000259318 0.000224554 0.000287865 0.000223378 0.000224851 0.00020591 0.000204752
threshold=0.086435000000000012 -0.043384999999999993 0.086625000000000021 -0.39067499999999994 -0.063404999999999989 0.11951500000000001 0.0061450000000000003 0.086870000000000017 -0.17169499999999996 0.12958500000000003 -0.023499999999999997 -0.083914999999999976 0.091625000000000012 -0.10224499999999999 0.084750000000000006 -0.091114999999999988 0.088300000000000003 -0.056919999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 -5 6 7 10 -8 12 11 -6 13 -10 15 -12 -17 -15
right_child=-2 2 -4 4 5 -7 8 -9 9 -11 14 -13 -14 17 -16 16 -18 -19
leaf_value=0.0014100128484965694 -0.0018967433687163767 0.0015222993017284445 -0.0023775475981245259 -0.0022513337325935079 0.00040665538376333981 -0.0016777778168911509 0.0026218511557412078 -0.0028602605906398759 -0.0013646179912460354 0.0027184985338206671 0.0018498538953453717 -0.0026138274670104026 -0.0021872548004909587 0.0023719110250026315 0.0024898869583326244 0.00076718582608222496 -0.0017250834611006796 -0.00037373411782098314
leaf_weight=0.0019471141154107077 0.0010352790818362592 0.0019663771867328662 0.0010370084033359253 0.0010438514039585725 0.0011892184151709407 0.001717545622850202 0.0019538348271339601 0.0012445872035194991 0.0014935058320952876 0.0012333702592584039 0.0011632432137552162 0.0015023457434616971 0.0010312272099441411 0.0016060172190099919 0.0010824784596312753 0.0013744147627205517 0.0017726531620135821 0.001048316588392828
leaf_count=247 207 98 288 77 407 65 84 153 79 58 81 440 97 82 66 267 264 61
internal_value=0 5.83118e-05 -5.38756e-05 5.35885e-05 -8.75903e-05 2.87573e-05 0.000194398 -0.000445879 0.000908349 0.000386254 -7.41846e-05 -0.00127928 -0.000169159 0.000332576 0.000527285 3.44028e-05 -0.000636638 0.00128753
internal_weight=0 0.0254071 0.02346 0.022423 0.0204566 0.0194128 0.0176952 0.00932894 0.00836627 0.00641244 0.00808435 0.00269156 0.00517907 0.00414784 0.00539279 0.00431031 0.00314707 0.00265433
internal_count=3121 2914 2667 2379 2281 2204 2139 1678 461 377 1525 847 319 222 678 612 531 143
is_linear=0
shrinkage=0.00483252


Tree=1342
num_leaves=19
num_cat=0
split_feature=41 2 52 50 16 160 48 15 52 3 49 15 4 52 2 0 151 4
split_gain=0.000158267 0.000181265 0.000207161 0.000214223 0.00024415 0.000390724 0.000254134 0.000236596 0.000277282 0.000273114 0.000207203 0.000185054 0.000360969 0.000351399 0.000179097 0.00016518 0.000215073 0.000130779
threshold=0.078475000000000017 -0.0091949999999999983 0.41423000000000004 0.099450000000000011 -0.014034999999999997 -0.081969999999999987 0.088965000000000002 -0.10653 0.090245000000000006 -0.082594999999999988 0.082865000000000008 -0.016799999999999995 0.0052350000000000009 0.096795000000000006 0.088225000000000012 -0.10096999999999999 -0.0083949999999999979 0.033845000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 7 -6 11 10 9 14 -3 -7 13 -13 -9 16 -11 -18
right_child=-2 2 -4 -5 5 6 -8 8 -10 15 -12 12 -14 -15 -16 -17 17 -19
leaf_value=0.0014326720653724549 -0.0013277087061554615 0.0016437364006388585 -0.0018263037814964041 0.001628962392049599 0.0023817065283579788 -0.0015924076198482653 0.0014759996895042243 -0.00045396744069426347 -0.0027941662735551588 -0.0020276025845350075 -0.00082208259186913337 -0.0017917387606235771 0.0023131359639210506 0.0010419479102448956 0.0020138239066148718 -0.0025719709784166331 0.0012418014082255042 -0.0007849333752116297
leaf_weight=0.0016754674063192412 0.0015875919784722461 0.0015331221962352455 0.0011235893231236185 0.001498164111778554 0.001603715874985312 0.001648651289427816 0.0017854582786969164 0.0011246303287106825 0.0011620048161300467 0.0013671313198599933 0.0010623141605966002 0.0019083884534004149 0.0010311323654619287 0.0013947819136319595 0.0010444225867907164 0.0010861260265334124 0.0010482057737082303 0.0013302934070900108
leaf_count=158 148 129 191 266 181 314 135 327 306 66 130 277 20 24 72 292 40 45
internal_value=0 7.05006e-05 -2.98097e-05 6.3517e-05 -5.29882e-05 0.000453333 5.52387e-05 -0.000494074 -0.000852905 -0.000530692 0.000634475 -0.000368751 9.66951e-05 -0.000595199 0.000734301 -0.00109857 -0.000671323 0.00010825
internal_weight=0 0.0244276 0.0227521 0.0216285 0.0201304 0.00937213 0.00776841 0.0107583 0.00816281 0.00700081 0.00259544 0.00598295 0.0043343 0.00330317 0.00216905 0.00483176 0.00374563 0.0023785
internal_count=3121 2973 2815 2624 2358 951 770 1407 1148 842 259 635 321 301 399 443 151 85
is_linear=0
shrinkage=0.00429114


Tree=1343
num_leaves=31
num_cat=0
split_feature=31 151 1456 33 4 11 14 1213 403 52 12 1374 48 49 15 42 376 130 133 43 1375 51 160 4 133 151 2 16 15 48
split_gain=0.00107544 0.000894564 0.000712503 0.000686523 0.000722183 0.00088112 0.000639941 0.000577198 0.000542689 0.0005637 0.000571041 0.000552456 0.000464006 0.000784018 0.000740502 0.000729002 0.000714136 0.000781521 0.000975185 0.000812968 0.000544141 0.000550895 0.000543346 0.000644545 0.000956181 0.000527646 0.000314364 0.000218209 0.000338422 0.000187452
threshold=-1.0000000180025095e-35 -0.5145249999999999 -1.0000000180025095e-35 -0.0066799999999999993 0.27287000000000006 0.081790000000000015 -0.46885499999999997 -0.080769999999999995 -0.088999999999999982 -0.43320999999999993 -0.094384999999999983 -0.094929999999999987 0.082620000000000013 -0.006494999999999999 0.091915000000000011 0.091465000000000005 0.11430500000000002 -1.0000000180025095e-35 -0.083244999999999986 -0.15582499999999996 1.0000000180025095e-35 0.084745000000000015 -0.091944999999999985 -0.35136499999999998 -1.0000000180025095e-35 -0.067694999999999991 -1.0000000180025095e-35 -0.54165499999999989 -0.23032499999999997 -0.024949999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 -4 5 7 -6 -5 -9 -10 -11 -12 13 15 16 29 17 18 -15 -19 21 25 -21 -24 -25 -14 -26 -8 -29 -13
right_child=1 2 3 4 6 -7 27 8 9 10 11 12 20 14 -16 -17 -18 19 -20 22 -22 -23 23 24 26 -27 -28 28 -30 -31
leaf_value=0.0015159635226253412 -0.0014443400151400924 -0.00097852240165195378 -0.001183770451166402 -0.0010150849213184971 -0.00029255303142880295 -0.0013499336504340803 0.0015158693520564606 -0.00093996053980180318 -0.00083721500962435371 -0.00071320311596274389 -0.00060958955760827152 -0.0005631347638734291 0.00089870716451732511 0.00066748960796363739 -0.00082512532293671861 0.00050051991305031531 -0.00079234514103251506 0.0013372180534466033 -0.0013214556998111088 -0.00060120932644571498 -0.00048969564146103583 0.0011811292810785278 -0.00027453638934403642 -0.00033336450647998773 0.00023461596925274778 -0.00024411433286973482 0.001158686409448737 0.0011424512893194547 2.5685753604029605e-05 -0.0014191644411530229
leaf_weight=0.0010114548869388775 0.0010540784015731211 0.0017566864617883917 0.0010867925588780017 0.001230638893873425 0.0013939197836521089 0.0011361227286421629 0.0010076246162049607 0.001250419950491243 0.0014833871959034619 0.0017943559832787051 0.0019737373013484208 0.0010846644746465017 0.0017898376304223973 0.0010478630395907018 0.0014061095270134763 0.0010302191708433384 0.0012251445305082589 0.0024690120999188965 0.0012325566815782904 0.0011742950337731992 0.0010273370741664678 0.0029756703597385581 0.0019779202565786032 0.0016034564866944682 0.0010327507525289504 0.0019280965028689581 0.0046729996474646086 0.0015183651396801778 0.0010577343236484174 0.00128277706312696
leaf_count=86 50 288 29 291 36 118 51 343 168 60 41 45 66 46 220 16 8 46 63 94 55 108 38 143 11 99 182 152 53 115
internal_value=0 -6.3829e-05 -3.19528e-05 5.93015e-06 3.61345e-05 -3.52808e-05 0.00057888 5.42447e-06 4.08386e-05 7.66858e-05 0.000118107 0.000166327 0.000219208 0.000103531 0.000230613 -0.000563811 0.000320932 0.0004106 -0.000407526 0.000554885 0.000537426 0.000695069 0.000370246 0.00049308 0.000700802 0.000306047 0.000991428 0.000917831 0.000683913 -0.00102697
internal_weight=0 0.0467046 0.0456505 0.0438938 0.042807 0.0378294 0.00497764 0.0366932 0.0354626 0.0342122 0.0327288 0.0309344 0.0289607 0.0212398 0.0178421 0.00339766 0.016436 0.0152109 0.00228042 0.0129304 0.00772094 0.0066936 0.0104614 0.00928713 0.00730921 0.00371793 0.00570575 0.00358372 0.0025761 0.00236744
internal_count=3121 3035 2985 2697 2668 2376 292 2258 1967 1624 1456 1396 1355 1027 851 176 631 623 109 514 328 273 468 374 336 165 193 256 205 160
is_linear=0
shrinkage=0.00151575


Tree=1344
num_leaves=20
num_cat=0
split_feature=1213 1447 453 4 158 48 16 16 4 0 151 43 43 52 3 15 2 3 3
split_gain=0.000151715 0.000163871 0.000181938 0.000246308 0.000212304 0.000214192 0.000237675 0.000405205 0.000211092 0.000332366 0.000217693 0.000207902 0.000335662 0.000349041 0.000243413 0.000232785 0.000187218 0.000215744 0.000162718
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 1.0000000180025095e-35 0.27287000000000006 0.077000000000000013 -0.084044999999999995 -0.48836499999999994 -0.27167499999999994 -0.51843499999999987 0.15398500000000004 -0.055494999999999996 -0.27207999999999993 -0.074359999999999996 -0.087769999999999987 -0.082154999999999992 -0.095869999999999983 0.10699500000000002 -0.0087149999999999988 -0.14477499999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 5 -3 -7 -8 -9 10 -10 -12 14 -14 -13 -15 17 -17 -5
right_child=1 2 -4 18 -6 6 7 8 9 -11 11 12 13 15 -16 16 -18 -19 -20
leaf_value=-0.0017057963574701094 -0.0015811972618099729 -0.0018140627253226066 -0.0016164924235087192 0.00010412555916381118 -0.0019184611664787858 0.0022722738241147391 -0.0023644207848795736 -0.0015405041276595863 0.0016928206249473522 0.0028966747110537329 -0.0017392493996198574 0.00057596569005707898 -0.0024123358077196956 -0.0012248061678492683 0.0033188453674139048 0.00014294207190778828 -0.00073228332942385681 0.0023889996837280912 0.0023967056133008548
leaf_weight=0.0010167108183708464 0.0011648152459449715 0.0010352758511853457 0.0011272603789693738 0.0010043682116374075 0.0010324787606405253 0.0011131991933637153 0.0011941352125686066 0.0011122960405938126 0.0018915497628049236 0.0010500867913982867 0.0011535326121125929 0.0017429027394295638 0.0012207523498454186 0.0016994956664930748 0.0010236159324652485 0.0017243138171971727 0.0013102096326007562 0.0016857234492278295 0.0016002188184111579
leaf_count=491 255 54 78 60 212 33 51 36 281 31 57 208 205 103 166 448 53 42 257
internal_value=0 5.36832e-05 0.000133962 0.000221295 5.30351e-05 0.000160411 0.000274469 0.000142158 0.000333852 0.000477612 0.000288777 5.90458e-05 0.000258372 -0.000224094 0.00159084 0.000192013 0.00070213 0.00125326 0.00151265
internal_weight=0 0.0248862 0.0237214 0.0225942 0.0199896 0.0189571 0.0179218 0.0168086 0.0156145 0.0145022 0.0134521 0.0115605 0.010407 0.00764049 0.00276652 0.00641974 0.00472025 0.00341004 0.00260459
internal_count=3121 2630 2375 2297 1980 1768 1714 1681 1630 1594 1563 1282 1225 851 374 646 543 490 317
is_linear=0
shrinkage=0.0044645


Tree=1345
num_leaves=19
num_cat=0
split_feature=401 160 43 42 123 12 12 4 52 13 1 3 150 2 4 4 4 0
split_gain=0.000143134 0.000152333 0.000178057 0.000212099 0.00038593 0.00023728 0.000487232 0.000271715 0.000354227 0.00022207 0.000307849 0.000275929 0.000222252 0.000206503 0.000180664 0.000175881 0.000167478 0.000154724
threshold=0.085410000000000014 -0.40698999999999991 0.24789500000000006 -0.11466499999999999 1.0000000180025095e-35 0.097825000000000009 0.092355000000000007 -0.42529999999999996 0.083680000000000018 -0.091904999999999987 0.11103500000000001 0.090900000000000009 0.083340000000000011 0.089885000000000007 0.09173000000000002 0.033845000000000007 0.0061450000000000003 -0.10096999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 5 6 7 -5 9 -9 11 12 13 17 -7 -10 -13 -11
right_child=-2 2 -4 4 -6 14 -8 8 15 10 -12 16 -14 -15 -16 -17 -18 -19
leaf_value=-0.0017010481287043817 -0.0016527510421937102 -0.0015541003567149732 -0.0017386922876139555 -0.0019778301460115773 0.0026829214970965922 0.00023596699814968207 -0.0028226204801750855 0.001383329664985005 0.0026345196817652767 0.00030419142983173253 -0.0022125806205220045 0.00016159803865749186 -0.0024089789900358467 0.001650326042016574 0.0023030557692530615 0.00027357228277340265 0.0028061209848480907 -0.0019194797010762545
leaf_weight=0.0010157021171965921 0.0011003550383315566 0.0013589495474549121 0.0010437133460727823 0.0011737172824712811 0.0014138786601621258 0.0018827956429652007 0.0012806173485763175 0.0019149044851345344 0.0018736209584016015 0.0014729961572816884 0.0015875240141176583 0.0010382499544832058 0.0010776566519428155 0.0011261738609711358 0.0017695998020101911 0.0010692640181522162 0.0010284610375350667 0.0012462775279866046
leaf_count=232 270 131 164 101 232 242 318 145 275 41 78 32 125 142 84 72 40 397
internal_value=0 5.98893e-05 0.000136461 0.000224166 0.000339484 0.000169934 -7.54552e-05 0.000165362 0.000352596 -4.68389e-05 -0.000366126 5.32397e-05 -0.000544703 -2.22543e-05 0.00123748 0.0017767 0.0014776 -0.000714945
internal_weight=0 0.0243741 0.0233584 0.0223147 0.0209557 0.0195419 0.0158895 0.0146088 0.0134351 0.0104922 0.00857734 0.00698982 0.0049231 0.00384545 0.0036524 0.00294288 0.00206671 0.00271927
internal_count=3121 2851 2619 2455 2324 2092 1766 1448 1347 1000 855 777 705 580 326 347 72 438
is_linear=0
shrinkage=0.00464487


Tree=1346
num_leaves=31
num_cat=0
split_feature=39 42 42 453 150 1456 4 41 38 43 4 13 160 401 0 133 16 16 49 1 11 150 48 49 13 403 12 3 4 4
split_gain=0.00108096 0.000840003 0.000739996 0.000651434 0.000725927 0.000922955 0.00068577 0.000649456 0.000541793 0.00064813 0.000933833 0.000888985 0.0010062 0.000694069 0.000663358 0.000800579 0.000535197 0.00103566 0.000605599 0.000510785 0.000471024 0.000459792 0.000840233 0.000484039 0.000725675 0.000507732 0.000414171 0.00040126 0.000398844 0.00038143
threshold=0.16946000000000003 -0.11466499999999999 -0.106335 0.10218000000000001 -0.099594999999999975 -1.0000000180025095e-35 0.27287000000000006 0.078475000000000017 1.0000000180025095e-35 -0.51144999999999985 -0.51843499999999987 -0.094514999999999988 -0.098904999999999979 1.0000000180025095e-35 -0.084269999999999984 -0.0061299999999999992 0.071345000000000006 0.0047850000000000011 0.11136000000000001 0.083345000000000016 0.088710000000000011 0.086615000000000011 0.091545000000000015 -0.072814999999999977 0.0015850000000000003 0.03138500000000001 0.085885000000000017 0.097915000000000016 -0.026489999999999996 -0.0063549999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 -4 -6 7 8 9 -7 -11 14 -13 16 15 -12 17 18 21 -17 -8 23 -23 -14 25 26 29 -16 -18 -25
right_child=-2 2 3 -5 5 6 20 -9 -10 10 11 12 13 -15 27 19 28 -19 -20 -21 -22 22 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=-0.00091978506597658531 0.0014573081004780766 0.00118617304568151 0.00095353937410040841 -0.0011983590866913507 -0.0011463380468215289 0.0008513646475946595 0.00076325659811923375 -0.0011675357540049205 -0.00091372089338178579 -0.0011434244841772713 -0.0010429272888607848 -0.0012620749083640059 0.00066844637037542299 -0.0011929153723745087 0.00036941294405343922 -0.00026318607896508973 -0.00089916634696723746 0.0011476029989354588 0.0010432034846356518 0.00096278625541197237 -0.00025995625365695779 -0.0013264304823741421 0.00015573912928276175 0.00073725584657276157 -0.0011020387778779748 0.00089901160957418932 -0.00093175288566488821 0.0014571772603312679 0.00012019196104870756 -0.0002373543127129475
leaf_weight=0.0022562636994374321 0.0010286498489726617 0.0010736584698634024 0.0015949346040251547 0.0010035187399708425 0.0015628594713267266 0.0017846515253268072 0.0037087194022907824 0.0011228003641292608 0.0014452938417548458 0.0015775951631624629 0.0010128583560886639 0.0015647277343195922 0.002172026321353826 0.0010675530736150565 0.0012649673134319519 0.0012285143144152855 0.0021155435571329484 0.0018631917692166758 0.0010714035134071773 0.0017471987886779061 0.0012860474741103189 0.0015919715140597654 0.0016565820492999705 0.0013106414409409517 0.0013000402834855151 0.0013140076827315994 0.0010501577740513746 0.0016701584271885395 0.0013249629500295948 0.0024374112785374782
leaf_count=169 23 20 42 18 267 22 283 81 38 50 75 213 64 183 13 36 210 68 41 49 28 105 28 126 132 96 450 30 97 64
internal_value=0 -5.23603e-05 -8.79479e-06 -3.80531e-05 -1.08775e-05 -4.8165e-05 -4.92161e-06 -7.75841e-05 -4.11306e-05 -1.87441e-06 -5.20609e-05 7.79637e-06 -0.000136412 -4.9541e-05 0.00046269 7.58451e-05 1.40063e-05 0.000127605 -9.07609e-06 0.000456647 0.000499801 -9.69301e-05 -0.000570606 6.36205e-05 -0.000113613 9.6621e-05 -0.000123117 0.000988377 -0.000506604 0.000103453
internal_weight=0 0.0471803 0.044924 0.0438503 0.0428468 0.0412519 0.039689 0.0346943 0.0335715 0.0321262 0.0303415 0.0287639 0.0218402 0.0202755 0.0069237 0.00398857 0.0192079 0.0157674 0.0139042 0.00297571 0.00499477 0.0128328 0.00324855 0.00958428 0.00741226 0.00611222 0.00479821 0.00293513 0.00344051 0.00374805
internal_count=3121 3098 2929 2909 2891 2849 2582 2271 2190 2152 2130 2080 1877 1664 203 160 1481 1174 1106 85 311 1065 133 932 868 736 640 43 307 190
is_linear=0
shrinkage=0.00145689


Tree=1347
num_leaves=20
num_cat=0
split_feature=44 50 15 158 16 0 16 52 48 0 48 13 3 43 160 43 2 4 13
split_gain=0.000145259 0.000188015 0.000276506 0.000202011 0.000179222 0.00037706 0.000324603 0.000288323 0.00028716 0.00040449 0.000234606 0.000262638 0.000189914 0.000203283 0.000187346 0.000235139 0.000171695 0.000235597 9.23587e-05
threshold=1.0000000180025095e-35 0.10647500000000001 -0.23909999999999995 0.07968500000000002 -0.014034999999999997 -0.11013499999999998 -0.056919999999999991 0.090245000000000006 0.088965000000000002 -0.060129999999999996 0.11376500000000002 -0.094514999999999988 -0.082594999999999988 -0.084154999999999994 -0.013904999999999999 -0.074359999999999996 0.092755000000000018 0.0061450000000000003 0.27266500000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 6 -6 7 10 9 -7 11 -4 13 -13 -11 18 17 -14 -16
right_child=-2 -3 3 -5 5 8 -8 -9 -10 14 -12 12 16 -15 15 -17 -18 -19 -20
leaf_value=0.0020098084628338148 -0.0016036939458965341 -0.0017123662953099071 0.0019121249248212463 -0.0018116880788598365 0.0023749166044553555 -0.0027395646826304442 -0.0025417479033103124 -0.0017805205465874492 0.0017126979531071121 0.0018188919262892721 -0.0016014309426517926 -0.00014551721423140023 -0.0013258786474160029 0.0024395307679393615 0.0015852432124452804 -0.0013761008334936061 -0.0019830924818196802 0.0012408108749638693 -0.00018967836131009459
leaf_weight=0.0013627631847836731 0.0010141787561792617 0.0010615027992705297 0.0019061929217691889 0.0010578496329353973 0.0017056028977839865 0.0010310852816200755 0.0010351817637977443 0.0014744281172336402 0.0016819459950947468 0.0010546684480043922 0.0010866176864254848 0.0011957772684667587 0.0012141487393968458 0.0010538089422064117 0.0011230551181045101 0.0017729242268851378 0.0010510441410510607 0.0014389771419391906 0.0010395301799235313
leaf_count=219 60 305 106 296 91 428 149 282 156 50 37 132 196 262 62 138 101 37 14
internal_value=0 5.37864e-05 0.000134299 1.77136e-05 0.000110464 0.000549309 -0.000249955 -2.22967e-05 0.000145093 -0.000292792 0.000267465 0.000525835 8.19919e-05 0.00106544 0.000212767 -0.000217655 -0.000515266 6.6218e-05 0.000732059
internal_weight=0 0.0243471 0.0232856 0.0219228 0.020865 0.00940881 0.0114562 0.010421 0.00770321 0.00602126 0.00894657 0.00785995 0.00595376 0.00224959 0.00499018 0.00393551 0.00370417 0.00265313 0.00216259
internal_count=3121 3061 2756 2537 2241 939 1302 1153 848 692 871 834 728 394 264 214 334 233 76
is_linear=0
shrinkage=0.00429114


Tree=1348
num_leaves=31
num_cat=0
split_feature=1365 14 1429 457 33 10 1213 1374 457 1213 158 159 150 11 403 3 130 15 15 1 160 12 4 15 16 133 49 16 15 4
split_gain=0.000701966 0.000685763 0.000679423 0.000627662 0.000577241 0.00102058 0.000475345 0.000494871 0.000576735 0.000544093 0.000576843 0.000850718 0.000730121 0.000536114 0.000507371 0.000691559 0.000717591 0.000860568 0.000758644 0.000494287 0.000493638 0.000522297 0.000282398 0.000515415 0.000406866 0.000235442 0.000250733 0.000257731 0.000388012 0.000311716
threshold=1.0000000180025095e-35 0.076175000000000007 -1.0000000180025095e-35 -0.15747999999999998 -0.0066799999999999993 -1.0000000180025095e-35 -0.080769999999999995 -0.094929999999999987 0.080930000000000016 0.039620000000000009 0.087355000000000016 0.088450000000000015 0.096430000000000002 0.08776500000000001 -1.0000000180025095e-35 0.090900000000000009 -1.0000000180025095e-35 0.091915000000000011 0.088235000000000022 0.086105000000000015 -1.0000000180025095e-35 1.0000000180025095e-35 0.25615500000000008 -0.084564999999999987 0.22339500000000004 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.10850999999999998 -0.055554999999999993 -0.46376499999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 -5 -6 -7 -8 9 10 11 12 13 14 -9 16 18 20 -16 -10 21 -18 23 -17 -25 -22 -27 -28 -29 -30
right_child=-2 -3 3 4 5 6 7 8 19 -11 -12 -13 -14 -15 15 22 17 -19 -20 -21 25 -23 -24 24 -26 26 27 28 29 -31
leaf_value=-0.00095783687740014158 -0.00099387280301992554 -0.00088453608348118833 0.0010719022047335186 -0.00088222925594281631 0.001078957772055358 -0.00082555140930599697 -0.0006724415411047648 -0.00074370079683011038 2.1359633646241439e-06 -0.00078195697754444003 -0.00084727480552139586 0.0010098078929170094 -0.00099234279724300274 -0.0007612753135241222 -0.00094714852569770518 -0.0011212108446769483 0.00066701308652137995 -0.00060061929195916305 0.00044682933317141156 0.00092189737604504631 0.00016990086373294268 -0.00070286490022157576 0.00037991865918347937 0.00033922363378926108 -0.00044237895567638725 0.00016219238621697834 0.0012615989546413675 4.7345442975468889e-05 0.00036170080864983 0.0011660348701929639
leaf_weight=0.0012306591518594914 0.0013293716706073147 0.001535555869741855 0.0011621550091085444 0.0012178998486831452 0.0018305955852091485 0.0011858074498762852 0.0016777177743918506 0.0011790899761288101 0.0018588327162873943 0.0014994683129011524 0.0012541504746726986 0.0018307745552190715 0.0012255630930972919 0.0013212340534600733 0.0015294834051988717 0.0011433362469688291 0.0010408097881722264 0.0012789963428776483 0.0014180654332598408 0.0027020172324379033 0.0013317859601253987 0.0010576247458011778 0.0014744047830248519 0.002226532704185046 0.0028775325888261705 0.0010581766326946979 0.0022875849840886409 0.0012685330085777588 0.0013240253442319272 0.0028909043261227292
leaf_count=153 63 101 35 34 134 319 51 314 74 262 179 111 86 54 66 25 27 164 29 98 95 226 48 48 34 59 61 103 18 50
internal_value=0 1.77732e-05 4.83028e-05 7.63464e-05 4.9434e-05 7.65968e-05 3.06578e-05 5.68546e-05 8.98532e-05 2.57305e-05 6.47749e-05 0.000103205 4.37861e-05 9.13312e-05 0.000135704 0.000178537 0.000337343 0.000470988 -0.000276506 0.000547037 0.000582786 -2.34144e-05 -0.000160511 -0.000288054 -0.000101423 0.000707978 0.000789141 0.000874511 0.000713027 0.000913371
internal_weight=0 0.0469193 0.0453838 0.0441531 0.0429909 0.041773 0.0399425 0.0387566 0.0370789 0.0325181 0.0310186 0.0297645 0.0279337 0.0267081 0.0253869 0.0242078 0.016486 0.0135384 0.00294755 0.00456085 0.0122594 0.00209843 0.00772181 0.0062474 0.00510407 0.010161 0.00882922 0.00777105 0.00548346 0.00421493
internal_count=3121 3058 2957 2804 2769 2735 2601 2282 2231 2059 1797 1618 1507 1421 1367 1053 898 803 95 172 639 253 155 107 82 386 291 232 171 68
is_linear=0
shrinkage=0.00137286


Tree=1349
num_leaves=20
num_cat=0
split_feature=124 12 12 11 3 1 133 123 403 160 457 484 12 0 1 0 15 0 2
split_gain=0.00014323 0.000200357 0.000202124 0.000244689 0.000269649 0.000280895 0.000207384 0.000513922 0.000289278 0.000221083 0.000527105 0.00038397 0.000294495 0.000204683 0.000188819 0.000488751 0.000230868 0.000186209 4.25692e-05
threshold=0.11040000000000001 0.11650500000000001 0.10589000000000003 0.081790000000000015 -0.11255999999999998 0.077845000000000011 -1.0000000180025095e-35 1.0000000180025095e-35 0.092070000000000013 -0.030779999999999998 -0.0029299999999999994 0.08660000000000001 -1.0000000180025095e-35 -0.053834999999999994 0.094465000000000007 -0.18113999999999997 0.088345000000000021 -0.15090499999999998 0.083995000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 -1 8 9 -6 11 -11 -8 -12 14 16 -16 17 -14 -19
right_child=-2 -3 -4 -5 6 -7 7 -9 -10 10 12 -13 13 -15 15 -17 -18 18 -20
leaf_value=6.980746917199519e-05 0.001601853652525496 -0.0017858805952183309 0.0015811806344017958 -0.0021375793465719158 -0.0027778474062193554 0.0027177436335503705 -0.0028810207066560373 0.0025268978151785329 0.0002560107539335762 -0.002948468063830327 -0.0017665510087477494 0.00048888188453507858 0.0010804651157498841 -0.0010746879839623189 -0.00016169710342581081 0.0034354438090115195 0.0018382517399455729 -0.0017630489206963899 -0.0005021384376289737
leaf_weight=0.0018109431748918282 0.0010113695218985077 0.00124999052139002 0.0014745083461871191 0.0010667810621471921 0.001314652693351597 0.0013320146390032317 0.0014810717805122673 0.0013890064478122586 0.001110876631841784 0.0010447991424484835 0.001142667181598612 0.0011512588573943106 0.0011548428379342095 0.0012067645149160863 0.0013685930496762921 0.0015355358303557054 0.0013388538462144606 0.0010003220407377444 0.0010528075304919171
leaf_count=88 30 142 166 124 567 102 360 213 171 115 74 152 26 99 57 99 187 97 252
internal_value=0 -7.9333e-05 1.35091e-05 -9.39956e-05 1.26868e-05 0.00119203 -0.000201667 -8.05354e-06 -0.00138836 -0.000269308 6.87526e-06 -0.00140718 0.000321938 0.000597582 0.000868425 0.00174026 0.000311568 -0.000325596 -0.00111648
internal_weight=0 0.0242263 0.0229763 0.0215018 0.020435 0.00314296 0.0172921 0.0148665 0.00242553 0.0134775 0.0108452 0.00263233 0.00980039 0.00865772 0.00745096 0.00290413 0.00454683 0.00320797 0.00205313
internal_count=3121 3091 2949 2783 2659 190 2469 1731 738 1518 1006 512 891 817 718 156 562 375 349
is_linear=0
shrinkage=0.00437696


Tree=1350
num_leaves=31
num_cat=0
split_feature=39 151 1429 42 14 457 1374 1 0 484 133 1213 151 52 52 11 43 4 0 2 160 1213 1374 52 3 1 13 43 2 43
split_gain=0.00117021 0.000902761 0.00083459 0.000838922 0.000636132 0.000677311 0.000704816 0.000645301 0.000864527 0.000762655 0.000560862 0.000510477 0.000488229 0.000536441 0.000572332 0.000479513 0.000633152 0.00126677 0.000929162 0.00084545 0.000654445 0.000736535 0.000709986 0.000671097 0.000587148 0.000650018 0.000711129 0.000634592 0.000627341 0.000599225
threshold=0.16946000000000003 -0.5145249999999999 -1.0000000180025095e-35 -0.11466499999999999 0.076175000000000007 -0.15747999999999998 0.08926000000000002 0.10471500000000002 -0.036484999999999997 -0.0068949999999999992 -0.083244999999999986 -0.080769999999999995 0.077805000000000013 0.19022000000000003 0.024145000000000003 0.080455000000000013 -0.50775499999999985 -0.51843499999999987 0.15398500000000004 0.11389000000000002 -0.090969999999999981 0.04198000000000001 -0.094929999999999987 -0.11592499999999999 0.092670000000000016 1.0000000180025095e-35 -0.0025349999999999995 -0.088249999999999981 0.073895000000000002 -0.082389999999999977
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 5 -5 7 9 10 -7 -9 -11 13 14 -12 16 -13 -18 19 20 -19 22 -22 -24 25 27 -27 -25 -28 -29
right_child=-2 2 3 4 -6 6 -8 8 -10 11 12 15 -14 -15 -16 -17 17 18 -20 -21 21 -23 23 24 -26 26 28 29 -30 -31
leaf_value=-0.0012912460490017651 0.0013732858815173998 -0.0010469979221375005 -0.000766387743611686 0.0010810621003469049 -0.00075720658475765545 -0.0010875667971283825 -0.00098263846309912337 -0.00064167163105959522 0.0012166374792681989 -0.00092206756995126776 0.00036661166331676916 0.00089899239254634356 -0.00058606140278568992 -0.0005049782715141432 0.0013638548473337349 -0.00083066820244393847 -0.0013628667686021577 -0.00075371133436169893 0.00097744109250522929 -0.0010154595356870249 -0.00074463700939336969 -0.00087315296663065419 -0.00061916252735614739 -0.00096991990351433287 0.0011396077929440903 0.0010960923062840742 -0.0002782633863645745 0.0010824250775893296 0.00083285391903558607 -8.6395373517099278e-05
leaf_weight=0.0010790044915722765 0.0011142751548263155 0.0014555236867217483 0.0025057720193508706 0.0012398447657275815 0.0017761290266520282 0.0012359381052841059 0.0012065303009336495 0.0013391554248514135 0.0017996137942546406 0.0010568076110124549 0.0068347073682044623 0.001696651706879492 0.0010453085117010383 0.001080022203204579 0.0012892839327474093 0.0011166192189904214 0.0011689214997723128 0.0015980590958193366 0.0020797025976690966 0.001399284733881955 0.0012861572994253825 0.0012083532860831516 0.0013239195276746217 0.0011170748350526304 0.0017832048234254225 0.002929498005700637 0.0022194089384592885 0.0010729067324461959 0.0016846950275066774 0.0036025466844982479
leaf_count=50 23 154 166 35 86 347 52 53 130 280 252 15 21 35 47 44 22 208 28 90 31 205 126 90 24 193 49 12 19 234
internal_value=0 -4.85393e-05 -2.23254e-05 7.68574e-06 4.87885e-05 8.03106e-05 5.22224e-05 8.12811e-05 0.000331358 -3.19063e-05 0.00019388 1.4126e-05 0.000303052 0.000404029 0.000524875 5.03841e-05 8.79762e-05 3.17522e-05 0.000101703 1.58959e-05 8.86878e-05 0.000162542 0.000236075 0.000316246 0.000402191 0.000298045 0.000584834 -4.0289e-05 0.000201205 0.000181821
internal_weight=0 0.0522306 0.0511516 0.0496961 0.0471903 0.0454142 0.0441744 0.0429678 0.0133881 0.0295797 0.0115885 0.0283438 0.0102493 0.00920401 0.00812399 0.027287 0.0261704 0.0244737 0.0233048 0.0212251 0.0198258 0.0182278 0.0170194 0.0157333 0.0144093 0.0126261 0.0068336 0.00579253 0.0039041 0.00467545
internal_count=3121 3098 3048 2894 2728 2642 2607 2555 538 2017 408 1670 355 334 299 1390 1346 1331 1309 1281 1191 983 778 747 621 597 261 336 68 246
is_linear=0
shrinkage=0.00137286


Tree=1351
num_leaves=18
num_cat=0
split_feature=457 457 150 1 51 484 1 151 43 43 43 4 1 13 0 42 12
split_gain=0.000146561 0.000205157 0.000222792 0.000307262 0.000250043 0.000229436 0.000218885 0.000249039 0.000209608 0.000415884 0.000367118 0.000202283 0.000414224 0.000226986 0.000410178 0.000191417 0.000128233
threshold=-0.09521499999999998 -0.0029299999999999994 0.081835000000000019 0.086105000000000015 0.08955500000000001 -1.0000000180025095e-35 0.13559000000000002 -0.029339999999999995 -0.074359999999999996 -0.0037449999999999996 -0.095049999999999982 0.24564500000000003 0.09253500000000002 -0.095304999999999987 -0.10011499999999998 0.085465000000000013 0.096645000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 5 -4 -5 -3 7 -7 10 -10 15 12 13 16 -15 -9 -11
right_child=1 2 3 4 -6 6 -8 8 9 11 -12 -13 -14 14 -16 -17 -18
leaf_value=0.0016562061420663417 -0.0019067248795092866 -0.0021471813437383734 -0.0011086523694403311 0.0027828169195980418 3.8498835337591433e-05 -0.0020673634634830085 0.0014665087745074389 -0.0013383168228010506 -0.0028823604132097924 0.0020732890421832958 0.0021673629697387992 0.0013572522199394605 -0.0022651851785125974 0.001263356139376942 -0.0023121028950671895 0.000802896774493949 6.0851294472242759e-06
leaf_weight=0.0010076865214236888 0.0011681306803785754 0.0011193464266496247 0.0010190801500387084 0.0017609092302146578 0.0010601461348258567 0.0013386163396758013 0.0016877143582021961 0.0016437559585064099 0.0012236222126225634 0.0014200479980495083 0.0019956770740837656 0.0015547629937202601 0.001799775844687268 0.0011682523222411555 0.0014130467434342459 0.0016853992934855455 0.0010333411561207484
leaf_count=72 180 401 104 197 51 100 147 219 527 62 315 73 173 42 386 55 17
internal_value=0 -8.16627e-05 1.13385e-05 0.00099249 0.00175151 -0.000186098 -6.39022e-05 -0.000222593 -5.72767e-05 -0.000450883 0.000653296 -9.62369e-05 -0.000426889 0.000230256 -0.000693911 -0.000254318 0.0012026
internal_weight=0 0.0240916 0.0229235 0.00384014 0.00282106 0.0190834 0.017964 0.0162763 0.0149377 0.00961285 0.00532483 0.00838923 0.00683446 0.00503469 0.0025813 0.00332916 0.00245339
internal_count=3121 3049 2869 352 248 2517 2116 1969 1869 1280 589 753 680 507 428 274 79
is_linear=0
shrinkage=0.0044645


Tree=1352
num_leaves=31
num_cat=0
split_feature=151 1429 4 150 1456 11 401 12 16 160 49 16 403 1374 457 1 376 12 42 156 15 3 133 3 16 1 0 43 0 1
split_gain=0.000967297 0.000792082 0.000844764 0.000970692 0.000901376 0.000912483 0.000638585 0.000554361 0.000578412 0.0013175 0.000911975 0.000726645 0.000759683 0.000781624 0.000737814 0.000777959 0.00061497 0.000561035 0.000571318 0.000544543 0.000561849 0.000878452 0.00125234 0.000848132 0.000491165 0.00056854 0.00047818 0.00100321 0.000704466 0.000474231
threshold=-0.5145249999999999 -1.0000000180025095e-35 0.27287000000000006 -0.22665999999999997 -1.0000000180025095e-35 0.081790000000000015 0.083100000000000021 -0.12529499999999996 -0.014034999999999997 -1.0000000180025095e-35 0.092185000000000017 -0.056919999999999991 -1.0000000180025095e-35 -0.094929999999999987 -0.0029299999999999994 0.077565000000000009 0.11430500000000002 0.091545000000000015 0.091465000000000005 0.091255000000000017 0.035560000000000008 0.092670000000000016 0.090310000000000015 0.013900000000000001 -0.54165499999999989 0.10781 -0.11013499999999998 -0.072864999999999985 -0.061629999999999997 0.08844500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 -5 6 7 -6 9 -9 11 12 -11 -14 -15 17 19 18 -16 20 21 22 26 -22 -4 -26 -10 28 -28 -8
right_child=1 2 24 4 5 -7 29 8 16 10 -12 -13 13 14 15 -17 -18 -19 -20 -21 23 -23 -24 -25 25 -27 27 -29 -30 -31
leaf_value=-0.0013583105864689181 -0.0010746015195437343 0.0012312723395574011 0.0014284366738644234 -0.0011529496025467691 -0.00093029130220742334 -0.0012909980547636218 -0.0014283968635759327 -0.0011231499891215749 0.0013900027313150634 -0.001129675010619559 0.001192107119682085 -0.001200155709929281 -0.00078761528803547847 -0.00071020075433301632 -0.00019242801176304119 0.00071594725211778778 -0.00070469807793654114 -0.00090864830992427577 0.0010927105696397019 -0.00062301282152425416 0.00057554736829904278 0.0011507939474159638 -0.00097898659543326264 -0.00097666770412450379 -0.0004181679445455409 0.00072597710323297983 -7.9277858714076578e-05 -0.00055421209605735868 0.001211591456115962 -0.00013805629416306395
leaf_weight=0.0010851339959216935 0.001349165351881009 0.001210019707770015 0.0011011565377021526 0.0015017198329834161 0.0011271860843180539 0.0011309842089382008 0.0010454586466053231 0.0021976129669174496 0.0011542257580359223 0.0010547118554595789 0.0013204562770363628 0.0010355951910208131 0.0016654881015369946 0.0014168934918927798 0.002090867869624969 0.0061262831869539625 0.0011998287827736922 0.0011924927267603636 0.0010652755443345541 0.0010777157767682963 0.0015716939822694185 0.0036422293472924147 0.00129899989307658 0.0013223739894989706 0.0013163675966012525 0.0027103795375161832 0.0013001967625685413 0.001647563639815889 0.0025619295954619759 0.0013081854075380761
leaf_count=50 154 15 57 262 30 85 193 258 30 418 91 52 23 30 118 132 8 77 14 102 130 37 92 23 32 245 166 96 49 52
internal_value=0 4.86369e-06 3.49579e-05 -3.00096e-05 -6.62987e-05 -2.60602e-05 1.02287e-05 5.60346e-05 8.69666e-05 -8.25584e-05 5.22134e-05 -4.39789e-05 3.79627e-05 0.000128801 0.000257148 0.000387997 0.000280631 -7.40141e-05 0.000241338 0.000356527 0.000429336 0.000569744 0.000303973 -0.0001337 0.000583112 0.000351949 0.00055406 0.000378939 0.000777016 -0.000711209
internal_weight=0 0.0497431 0.0483939 0.043266 0.042056 0.0405542 0.0394233 0.0370696 0.0359424 0.0191657 0.0169681 0.0156476 0.014612 0.0135573 0.0118918 0.0104749 0.0167768 0.00434864 0.00315614 0.0155769 0.0144992 0.0116051 0.00796292 0.00289407 0.0051279 0.00402675 0.00666392 0.00550969 0.00386213 0.00235364
internal_count=3121 3071 2917 2583 2568 2306 2221 1976 1946 1213 955 864 812 394 371 341 733 209 132 725 623 470 433 153 334 277 341 311 215 245
is_linear=0
shrinkage=0.00142833


Tree=1353
num_leaves=31
num_cat=0
split_feature=401 14 3 1365 1429 1 484 33 10 0 4 1373 2 12 151 4 3 15 2 159 0 11 1 150 3 43 16 0 16 131
split_gain=0.000724212 0.000631799 0.000707267 0.00055907 0.000574332 0.000650579 0.000756718 0.000813706 0.000798175 0.000680858 0.000650427 0.000631672 0.000617702 0.000693329 0.000498101 0.000676573 0.000467178 0.000487773 0.000433232 0.000548705 0.00061461 0.00054241 0.000450067 0.000401989 0.000405378 0.000390618 0.000336957 0.000327863 0.000305105 0.00045612
threshold=0.10076500000000001 0.076175000000000007 0.30112000000000005 1.0000000180025095e-35 -1.0000000180025095e-35 1.0000000180025095e-35 0.085515000000000022 -0.0066799999999999993 -1.0000000180025095e-35 0.024095000000000002 -0.49405499999999997 0.084345000000000017 0.10402500000000002 0.088245000000000004 0.056735000000000001 0.010840000000000001 -0.083154999999999993 0.091650000000000023 0.073895000000000002 -0.032739999999999991 -0.18113999999999997 0.077415000000000012 0.13075500000000004 0.095275000000000012 0.096675000000000011 -0.0037449999999999996 0.51990500000000017 -0.084269999999999984 -0.078844999999999985 0.088315000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 9 7 -7 -9 12 -11 14 13 -6 18 -16 -15 -18 22 -20 23 -22 25 24 -21 28 -24 -27 29 -10
right_child=-2 -3 -4 -5 5 6 -8 8 11 10 -12 -13 -14 16 15 -17 17 -19 19 20 21 -23 26 -25 -26 27 -28 -29 -30 -31
leaf_value=-0.0011500085072378887 -0.0015006911848198029 -0.0011067479026997719 0.00089353922915163132 -0.0012103142242684797 -0.0010359436139678352 -0.00134820659772533 0.00096047992230098762 0.0010983084582079539 -0.00098409225563403499 -0.00048833816216188629 0.00059812569227703975 -0.0012525394268725315 -0.001546285715105507 -0.00066585435931888651 -0.0015250555615333387 0.00013763449723461319 -0.00018340984191978261 0.0011360600196165856 -0.00064482519719830415 0.00024945106589121174 0.0012575712889039007 -8.5446028302000918e-06 0.00098597047377770898 0.00078650011832882393 -0.0010010549569062631 -0.00047513923789178246 -0.0002181627077688555 0.00070078683164540609 -0.0013366283832762379 0.00034051211228087845
leaf_weight=0.001350070662166524 0.0010281832356957557 0.0017233791775952403 0.0014926831255948061 0.0012442275096038449 0.0030731573102390497 0.0010990236621850604 0.0019190849593444517 0.0015136153237678132 0.0013844472725912339 0.0025925702378870596 0.0026772442921867432 0.0010177917456388732 0.0014822179134317279 0.0020425127899099671 0.0011395215734708577 0.0012021053178874475 0.0018256740851712028 0.0010576595644717912 0.0011988418058166417 0.0013446559063368113 0.0028584287492310345 0.0011279407094093585 0.0011944591317323283 0.0011249376715625203 0.0011492424869743445 0.0011231242077442971 0.0010384280085418141 0.0011440504232114188 0.001202296845552734 0.0011274063583712746
leaf_count=153 165 89 121 62 624 27 95 96 57 31 46 38 210 218 33 34 186 105 46 27 144 59 36 27 19 39 6 83 203 42
internal_value=0 -0.000188549 -0.000152378 -0.000189325 -0.000158349 -0.000124593 2.77875e-05 -5.00677e-05 1.51037e-05 -0.00038191 6.36223e-05 -6.53547e-05 -0.000629544 -0.000459672 -2.94183e-06 -0.000671491 -0.000100145 0.000300596 8.90472e-05 0.000327319 0.000480562 0.000899325 -0.000166334 1.92699e-05 -0.000326809 -0.000387449 0.000425975 0.000118251 -0.000696136 -0.000389564
internal_weight=0 0.0454708 0.0437474 0.0422547 0.0410105 0.0396604 0.0249094 0.0229903 0.0218913 0.014751 0.00526981 0.0203777 0.00948122 0.007999 0.0193599 0.00234163 0.00492585 0.00288333 0.0170183 0.00880405 0.00760521 0.00398637 0.00821421 0.00361884 0.0024939 0.00598133 0.00223289 0.00226717 0.00371415 0.00251185
internal_count=3121 2956 2867 2746 2684 2531 1111 1016 989 1420 77 893 1343 1133 855 67 509 291 788 322 276 203 466 73 46 424 42 122 302 99
is_linear=0
shrinkage=0.00154607


Tree=1354
num_leaves=19
num_cat=0
split_feature=1213 403 52 39 3 159 0 15 4 52 3 15 15 4 3 48 15 4
split_gain=0.000163104 0.00014576 0.000200668 0.000214185 0.000514249 0.000239138 0.00028454 0.000207659 0.000260598 0.000288669 0.00016573 0.00030844 0.000279569 0.000219387 0.000195145 0.000155122 0.000126024 0.000114799
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.40306999999999998 0.085220000000000004 0.10299500000000002 -0.032739999999999991 -0.077999999999999986 -0.031204999999999997 -0.35136499999999998 0.10473500000000001 -0.086769999999999986 -0.0058549999999999991 -0.07490999999999999 0.24564500000000003 -0.049509999999999992 0.092475000000000016 -0.10091499999999999 0.056795000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 5 -5 -4 10 -8 9 -9 13 12 15 -7 -13 16 17 -12
right_child=1 2 3 4 -6 6 7 8 -10 -11 11 14 -14 -15 -16 -17 -18 -19
leaf_value=-0.0016481657773041026 -0.0014921460380003982 -0.0014602637867919953 -0.0015433651048231756 0.0028132075604946826 -0.00084579493344069418 -0.0025660932358881222 0.0023112847745949462 -0.001669991630248942 0.0015997257124105884 0.0012159699190275272 0.00092317920991189179 0.0020811271981706339 -0.0021855491169448355 8.9377179169775961e-05 0.00010295400886201241 0.0011754052897851317 -0.0014456732927031141 -0.00086467516325330115
leaf_weight=0.0010066123939831409 0.0010045002835908914 0.0013027193995614706 0.0014731918861350937 0.0015754409581005815 0.0011164868232924618 0.0010470382333372065 0.0014128690815097267 0.001361945304035217 0.0019827415307736096 0.0010397189007562702 0.0013256925331031023 0.0016344974434963078 0.0013051853460278595 0.001070272731759303 0.0017638118597505014 0.0013127014990237384 0.0014152722087880099 0.0011332428820907126
leaf_count=491 462 295 346 256 26 211 141 62 115 12 41 91 163 34 67 89 145 74
internal_value=0 4.61539e-05 0.00011255 0.00020581 0.00129562 5.36329e-05 0.000185769 0.000936167 0.000493037 -0.000420613 -0.00017652 4.76767e-05 -0.000479298 -0.00122379 0.0010544 -4.99527e-05 -0.000465142 9.92156e-05
internal_weight=0 0.0242773 0.0232728 0.0219701 0.00269193 0.0192782 0.017805 0.00579727 0.00438441 0.00240166 0.0120077 0.0098904 0.00649209 0.00211731 0.00339831 0.00518691 0.00387421 0.00245894
internal_count=3121 2630 2168 1873 282 1591 1245 330 189 74 915 670 512 245 158 349 260 115
is_linear=0
shrinkage=0.00412451


Tree=1355
num_leaves=20
num_cat=0
split_feature=147 52 52 403 0 0 15 15 16 0 47 2 13 133 3 150 133 3 4
split_gain=0.000147494 0.000210544 0.000249237 0.000277416 0.000315063 0.000506872 0.000247182 0.000221217 0.000187109 0.000274663 0.000195529 0.000186243 0.000293953 0.000267073 0.000279918 0.000313114 0.000145223 0.000136148 0.000206053
threshold=0.089025000000000007 0.19022000000000003 0.13389000000000004 0.10301500000000001 -0.077999999999999986 -0.10011499999999998 0.083935000000000023 -0.083359999999999976 0.15891500000000003 0.15398500000000004 0.10323000000000002 0.11215000000000001 -1.0000000180025095e-35 -0.0061299999999999992 0.10299500000000002 0.087380000000000013 0.061605000000000007 -0.086769999999999986 0.053180000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 11 -7 -6 16 10 -10 13 -13 -1 15 17 -9 -15 -19
right_child=-2 -3 -4 -5 7 6 -8 8 9 -11 -12 12 -14 14 -16 -17 -18 18 -20
leaf_value=-0.0016301718529742235 0.001508564164389412 -0.0015636130512945269 0.0019396745992037825 -0.00232122215446852 0.0026325268316761351 -0.0037804530395993009 -0.00078317430198564567 0.00042851438069182866 -0.0021756975273334181 0.0014991129317674943 0.0003963141489272175 0.00042887879407562188 -0.0026600720029773253 -0.00042534100255424163 0.0028286824103086233 -0.0019273946609480123 0.0024469198174028851 0.00035126699020148622 0.0027525074121453412
leaf_weight=0.0011274911736585125 0.0011964458591433571 0.0018049715059693652 0.0012733306947996228 0.0010589471516348472 0.0010549776999159155 0.0011594539653698175 0.001040622486529974 0.0017031482809430924 0.0014231614750577215 0.0012009989508854346 0.0010052686439969705 0.0012802176758313077 0.001180054448834511 0.0011878755477401359 0.0010533574522408884 0.0010086404198670351 0.0012190508596578997 0.0016829472688675261 0.0012349649854925815
leaf_count=108 124 346 54 190 191 588 484 154 251 20 44 92 49 59 30 32 203 77 25
internal_value=0 -9.80407e-05 2.27803e-05 -9.55854e-05 2.48933e-05 -0.000427037 -0.00236276 0.000735212 0.000429696 -0.000247293 -0.00111099 9.50756e-06 -0.00105272 0.000367734 0.000732958 0.000301327 0.00127053 0.000848841 0.00136756
internal_weight=0 0.0236995 0.0218945 0.0206212 0.0195622 0.0119556 0.00220008 0.00760661 0.00655163 0.00362943 0.00242843 0.00975555 0.00246027 0.00729528 0.00616779 0.00511443 0.0029222 0.00410579 0.00291791
internal_count=3121 2997 2651 2597 2407 1544 1072 863 672 315 295 472 141 331 223 193 357 161 102
is_linear=0
shrinkage=0.0044645


Tree=1356
num_leaves=18
num_cat=0
split_feature=41 1 0 50 484 159 2 0 0 4 16 2 16 2 1 43 2
split_gain=0.00014206 0.000165104 0.000233381 0.000222949 0.000197159 0.00019279 0.000209636 0.00035494 0.000223204 0.000278675 0.000182937 0.000149908 0.000139955 0.0001223 0.000297969 0.000152383 0.000236951
threshold=0.078475000000000017 0.104035 -0.019414999999999998 0.088425000000000017 0.085515000000000022 0.082585000000000006 0.10444500000000002 0.10455500000000001 -0.077999999999999986 0.0061450000000000003 -0.091114999999999988 0.089725000000000013 -0.094359999999999986 0.116525 0.13075500000000004 -0.076124999999999984 0.10882500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 13 4 5 6 8 -8 9 10 -1 -10 -11 15 -15 -3 -17
right_child=-2 2 -4 -5 -6 -7 7 -9 11 12 -12 -13 -14 14 -16 16 -18
leaf_value=0.00016868170445951531 -0.0015371574161664792 -0.0014445275181862156 0.00296009543310962 -0.0021641292185877116 0.0016557058001939542 -0.0023237637819987682 -0.0037111375197157398 0.00049259196172423585 0.0031299996305621351 -0.00051696692925983661 -0.0024298415045074075 0.0005497715312800936 0.0017708230717209895 0.0029644398274515449 -0.00060358994702102613 0.0016807231541437649 -0.0011033048869134453
leaf_weight=0.0012167914586005439 0.0015263443671562618 0.0015814670499678662 0.0010136992583441029 0.0014430474994253659 0.0015847152573478249 0.0010919090345350166 0.0010041147472997234 0.0011146187586543732 0.0010043072978427299 0.0011534847580716434 0.0017192948774940042 0.001443112291428017 0.0018016293923012738 0.0012923230476131753 0.0011754122785161969 0.0018843616063041191 0.0014023523790669401
leaf_count=145 148 122 139 462 211 236 197 37 79 96 634 174 59 103 122 115 42
internal_value=0 7.86129e-05 0.000653634 -0.000250755 -4.05299e-05 -0.000273276 -5.91739e-05 -0.00149965 0.000306832 -0.000233961 -0.00135295 0.00160858 0.000877818 0.00033492 0.00126494 -0.00013652 0.000492853
internal_weight=0 0.0229266 0.00834962 0.014577 0.013134 0.0115493 0.0104574 0.00211873 0.00833862 0.0058912 0.00293609 0.00244742 0.00295511 0.00733592 0.00246774 0.00486818 0.00328671
internal_count=3121 2973 643 2330 1868 1657 1421 234 1187 934 779 253 155 504 225 279 157
is_linear=0
shrinkage=0.00512831


Tree=1357
num_leaves=18
num_cat=0
split_feature=1 16 43 0 0 2 457 11 3 12 13 16 47 52 0 15 457
split_gain=0.000124517 0.000280406 0.000412807 0.000347809 0.000268185 0.000209027 0.000209068 0.000161107 0.000292924 0.000243928 0.000285797 0.000243109 0.000233715 0.000274701 0.000172205 0.000155093 0.00014208
threshold=0.077565000000000009 0.19444000000000003 -0.092909999999999979 0.15398500000000004 -0.10151999999999999 0.13754500000000003 0.045365000000000009 0.08776500000000001 -0.10519499999999998 -0.010834999999999999 -0.094514999999999988 -0.032969999999999992 0.09585500000000001 -0.07167999999999998 -0.10607499999999999 0.035560000000000008 0.12052
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -3 -4 6 7 8 -2 11 -11 -10 13 -12 -15 -6 -8
right_child=5 3 4 -5 15 -7 16 -9 9 10 12 -13 -14 14 -16 -17 -18
leaf_value=-0.0028643599004066992 0.0014234941389296319 -0.00086733742982094525 -0.001975361239797308 0.0022885081411556144 -0.00078083520607829247 0.0016580016753063405 0.0021032563227760216 -0.0016844968489493504 -0.00054211330021999805 0.0010674465032812592 -0.0020537474823971603 0.0020704507250281167 -0.00241464480491816 0.0010958819747361825 -0.00071687315054021986 0.0010264770408028125 0.00019641616513747939
leaf_weight=0.0012974372462447583 0.0018327608330217524 0.0010607467615551536 0.0011132290570132755 0.0011373172809534537 0.001255336090935145 0.0013766697511973227 0.0011675317185702036 0.0010059409193141642 0.0010569715378561106 0.0012682526872129802 0.0014075749980301273 0.0011899954191948465 0.0014132652007035063 0.0013989062956056859 0.0020026019254395441 0.0018400099062813036 0.0012955855663214777
leaf_count=229 148 180 112 16 477 160 135 104 112 70 114 87 136 46 331 622 42
internal_value=0 -0.000431474 -0.00090934 0.000765553 -0.000306639 0.000179443 4.40989e-05 -0.000162757 -3.04544e-05 -0.00030411 -0.000647761 0.000841503 -0.000997359 -0.000580855 2.86416e-05 0.000293511 0.00110027
internal_weight=0 0.00770408 0.00550601 0.00219806 0.00420858 0.0164161 0.0150394 0.0125763 0.0115703 0.00973757 0.0074906 0.00224697 0.00622235 0.00480908 0.00340151 0.00309535 0.00246312
internal_count=3121 1636 1440 196 1211 1485 1325 1148 1044 896 697 199 627 491 377 1099 177
is_linear=0
shrinkage=0.00396435


Tree=1358
num_leaves=19
num_cat=0
split_feature=14 157 0 12 43 43 43 43 43 13 15 3 16 43 0 4 52 3
split_gain=0.00012378 0.000209089 0.000189636 0.000161221 0.000191563 0.000366524 0.000233432 0.000282346 0.000392306 0.00031807 0.000335548 0.00024434 0.00024081 0.000230767 0.000216238 0.000318768 0.000180243 0.000124712
threshold=0.023790000000000002 -0.077234999999999984 -0.11013499999999998 0.11650500000000001 -0.14968999999999996 -0.27207999999999993 -0.089499999999999982 -0.074359999999999996 -0.0037449999999999996 -0.095304999999999987 -0.091184999999999988 -0.077774999999999983 -0.056919999999999991 -0.50775499999999985 -0.10224499999999999 0.033845000000000007 -0.014264999999999998 0.097915000000000016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 13 -6 11 -9 10 -10 -8 14 -3 15 -11 -14 -12
right_child=-2 3 -4 -5 6 -7 7 8 9 12 17 -13 16 -15 -16 -17 -18 -19
leaf_value=0.0025455917943838211 -0.0014921447874894518 0.0013226137883983555 3.1666703829903652e-05 -0.001610666120402719 -0.0020854627310463356 0.0028891223476144169 -0.00029476945492829388 -0.0024499436857210602 -0.00096707032948707282 0.00070955027090317617 0.0010370705881391736 0.0024839230455297799 -0.0029174786525355215 -0.0015846316819993957 0.0011442874742208186 -0.0018847135825574273 -0.00057926284075615641 0.0030265327298268406
leaf_weight=0.0011179638995031382 0.0010017269157938094 0.0010016388959641631 0.0010924779793299302 0.0012021313009114567 0.0011035490854646125 0.0011638198836543224 0.0010076764882644418 0.001386713309608459 0.0010270076407484785 0.0016798154699131356 0.0012273818604739946 0.0013817717795635539 0.0010898576279583239 0.0010094063739707337 0.0019570025929346313 0.0018139338102862723 0.0013703806825047429 0.0011003717148412306
leaf_count=39 113 46 330 128 237 74 278 646 116 39 53 212 152 62 337 93 102 64
internal_value=0 4.91537e-05 0.00130312 -8.59093e-05 8.96274e-06 0.000972533 -0.000180515 -4.07587e-05 -0.000296248 -3.11476e-05 0.00107608 0.00131209 -0.000500684 -0.000136623 2.30085e-06 -0.000637376 -0.00161507 0.00197753
internal_weight=0 0.0227329 0.00221044 0.0205225 0.0193203 0.00317487 0.0161455 0.0150419 0.0126525 0.0112658 0.00335476 0.00238945 0.00791099 0.00201105 0.00545075 0.00349375 0.00246024 0.00232775
internal_count=3121 3008 369 2639 2511 182 2329 2092 1602 956 233 490 723 108 469 132 254 117
is_linear=0
shrinkage=0.00429114


Tree=1359
num_leaves=17
num_cat=0
split_feature=1 15 15 16 3 51 50 43 43 1 52 13 2 2 0 15
split_gain=0.000134018 0.000234936 0.000302182 0.000217937 0.00038102 0.000252542 0.000176376 0.000134238 0.000242369 0.000215555 0.000207345 0.000179621 0.000249381 0.000281651 0.000114093 0.000104843
threshold=0.104035 -0.016799999999999995 0.035560000000000008 -0.061854999999999993 0.10542000000000001 0.082455000000000014 0.088425000000000017 -0.083134999999999987 -1.0000000180025095e-35 0.077845000000000011 0.10347000000000002 -0.42195999999999995 0.092755000000000018 0.088475000000000012 -0.18113999999999997 -0.10091499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 3 -3 5 -5 14 7 9 -9 10 -1 -10 13 15 -2 -13
right_child=1 2 -4 4 -6 -7 -8 8 11 -11 -12 12 -14 -15 -16 -17
leaf_value=-0.00093161328343721399 -0.0012192356314130277 0.0031596241143260484 0.00017161538162516093 0.00042455732352550418 -0.0030249060461769797 0.002419484155678997 -0.001757857788085986 -0.0020451997005141759 0.0014120907455163524 0.0021776806838516185 0.0014977079551701583 0.00029963382506517254 -0.0017717549330683027 0.0014081586012548346 0.000651782504652933 -0.001498490744992097
leaf_weight=0.0019122230551211769 0.0010550306299457191 0.0011741722125597764 0.0014480819508868592 0.0014366316183760386 0.0010706519008056858 0.0010665514875327631 0.0013854973405681434 0.0014609155272334324 0.0012581858150042535 0.0011215550322671852 0.0010386914594904262 0.0010227802007150011 0.0018106939165065672 0.0019467800374020072 0.0015296470711128329 0.0015822529863028772
leaf_count=361 63 91 63 156 41 91 465 816 21 117 61 34 264 90 186 201
internal_value=0 0.000412371 0.00150956 -5.48052e-05 -0.00104842 0.000627507 -0.000272454 -0.000115999 -0.000412092 0.000544287 -7.65173e-05 -9.90186e-05 -0.00039784 0.000148697 -0.000111942 -0.000792517
internal_weight=0 0.00878077 0.00262225 0.00615851 0.00250728 0.00365123 0.0145396 0.0131541 0.00908161 0.00407247 0.00295091 0.00762069 0.00636251 0.00455181 0.00258468 0.00260503
internal_count=3121 691 154 537 197 340 2430 1965 1426 539 422 610 589 325 249 235
is_linear=0
shrinkage=0.00437696


Tree=1360
num_leaves=18
num_cat=0
split_feature=1447 1 51 12 47 4 48 0 1 42 43 12 0 43 16 2 0
split_gain=0.000135451 0.000143402 0.000159682 0.000140567 0.000199717 0.000268797 0.000249651 0.000198668 0.000346168 0.000121502 0.000179565 0.000172881 0.000202422 0.000162663 0.000140251 0.000115735 9.29178e-05
threshold=-1.0000000180025095e-35 0.099195000000000019 0.087505000000000013 -1.0000000180025095e-35 0.11893500000000001 -0.033174999999999989 0.11077000000000002 -0.10324499999999999 0.111945 0.092145000000000019 0.15359500000000004 0.095565000000000011 -0.077999999999999986 -0.0037449999999999996 -0.056919999999999991 0.079055000000000014 -0.033209999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 9 -3 5 -5 7 8 -7 10 11 12 13 -2 15 -15 -14
right_child=1 3 -4 4 -6 6 -8 -9 -10 -11 -12 -13 16 14 -16 -17 -18
leaf_value=-0.0015809689100186042 -0.0014269272943114356 0.0015446755292106366 -0.0019140209055975019 -0.001381547855262067 -0.001364720345014625 0.00059290685625056289 -0.00077109463525718372 0.00028871002693222275 0.0041899753803418148 -0.001180999922222458 0.001701412369959447 -0.0017876326249015009 0.0021381903875376759 0.001885584445643727 -0.0010322132919746833 -0.00018656507675987355 0.00040395064109517985
leaf_weight=0.0010487100937983098 0.0019176385625751273 0.0019746577859328374 0.0010456706303419447 0.0011439996464321922 0.0013256837499397989 0.0010186319537268673 0.0011479843815038748 0.0013506263642064642 0.0011191158559746839 0.001746298187617735 0.0012185688778036949 0.0010944394456545159 0.0010806142376975636 0.0011110261469724492 0.0011790887095755034 0.0010402712632036071 0.0014315312940675878
leaf_count=300 749 287 214 144 62 46 28 149 62 359 127 157 97 36 80 129 95
internal_value=0 6.1405e-05 -0.000241793 0.000490963 0.000198152 0.000556586 0.00103481 0.00162911 0.00247598 -9.38506e-05 9.46189e-05 -0.000126508 0.000107766 -0.000391108 0.000205317 0.000883586 0.00114994
internal_weight=0 0.0219458 0.0128651 0.0090807 0.00710604 0.00578036 0.00463636 0.00348837 0.00213775 0.0118195 0.0100732 0.00885461 0.00776017 0.00524802 0.00333039 0.0021513 0.00251215
internal_count=3121 2821 2043 778 491 429 285 257 108 1829 1470 1343 1186 994 245 165 192
is_linear=0
shrinkage=0.0044645


Tree=1361
num_leaves=17
num_cat=0
split_feature=41 3 15 3 15 50 15 15 52 42 43 1 2 3 12 1
split_gain=0.000120253 0.000121083 0.00019158 0.000182155 0.000412969 0.000183113 0.000185464 0.000319792 0.000293137 0.000277518 0.000305222 0.00015477 0.000198888 0.000141532 0.000137386 0.000107003
threshold=0.078475000000000017 -0.10519499999999998 -0.015744999999999999 -0.078934999999999991 0.088235000000000022 0.099210000000000007 0.035560000000000008 -0.016799999999999995 0.092650000000000024 -0.027559999999999998 -0.074359999999999996 0.11061500000000002 0.090675000000000019 -0.13309499999999996 0.086850000000000024 0.089105000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 -3 6 7 9 15 -5 -11 12 -12 -4 -8 -9
right_child=-2 3 13 5 -6 -7 14 8 -10 10 11 -13 -14 -15 -16 -17
leaf_value=0.0021497511966464978 -0.0011262263721553364 -0.0022719964012924334 -0.00058173415170024913 -0.0021985222842856567 0.0006030731900985275 0.0015827410248850516 -0.0020739538349746163 0.0011936254282440583 -0.00038273565166923592 0.0017808750763919142 -0.00074478772611104847 -0.0013138916675257688 0.001150605261530907 0.0012065255803284896 -7.2918418980000754e-05 0.0029896045318494641
leaf_weight=0.0010430671016309345 0.0014222529157716926 0.0016930959960126364 0.0016657644511990366 0.0010033765376969437 0.0014641849196623813 0.0012195354550079687 0.0010915580191266381 0.0010147391903405677 0.0011408607708318641 0.0012759294326447068 0.0019314723164290653 0.0018252057301115232 0.0015833013828793763 0.0011942353888585435 0.0010656808279543295 0.0010722904488441598
leaf_count=95 148 997 154 129 323 199 66 50 23 216 67 164 120 62 237 71
internal_value=0 6.44069e-05 0.000695396 -7.72858e-05 -0.000938687 0.000113919 -2.38252e-05 0.000187304 0.00123309 -0.000255743 3.89011e-05 -0.000377324 0.000109031 0.00016498 -0.00108544 0.00211638
internal_weight=0 0.0212843 0.00390307 0.0173812 0.00315728 0.014224 0.0130044 0.0108472 0.00322789 0.00761929 0.00661591 0.00533998 0.00351477 0.00286 0.00215724 0.00208703
internal_count=3121 2973 311 2662 1320 1342 1143 840 144 696 567 351 187 216 303 121
is_linear=0
shrinkage=0.00396435


Tree=1362
num_leaves=18
num_cat=0
split_feature=1447 2 2 123 4 3 12 16 2 16 1 13 3 0 0 16 12
split_gain=0.000122763 0.000129499 0.000292123 0.000156838 0.000184217 0.00022624 0.000354748 0.000215611 0.000253616 0.000233798 0.000252271 0.000365394 0.000202737 0.000133874 0.000252346 0.000144166 0.000327423
threshold=-1.0000000180025095e-35 0.088225000000000012 0.084245000000000014 1.0000000180025095e-35 -0.49405499999999997 -0.091054999999999983 0.090020000000000017 -0.23935499999999996 0.11215000000000001 -0.091114999999999988 0.104035 -0.074044999999999986 0.12745000000000004 -0.10607499999999999 -0.08824499999999999 -0.078844999999999985 0.051320000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 13 4 -3 6 -6 8 -7 -9 11 -11 -12 -2 -15 -16 -17
right_child=1 3 -4 -5 5 7 -8 9 -10 10 12 -13 -14 14 15 16 -18
leaf_value=-0.0016078093938564828 0.0010742315155954686 -0.001513223935481774 -0.0026202498806586804 0.0020960301524812989 0.0034650157273375844 0.00012498735510737624 -2.8454015714070696e-05 0.0024468128384713683 -0.0029969450554137031 0.00052405562769148564 0.0027626037894125217 -0.0031434516899500617 -0.00012438415695321337 -0.0020544106205490757 0.001578035445496228 0.0015976842568988646 -0.0018785533623489855
leaf_weight=0.0010308628402469757 0.0017984126817998103 0.0012581288783906084 0.0011462492830323356 0.0010690543238421344 0.0012319732371208767 0.0013987933582094731 0.0013870430405416023 0.0011265116858923414 0.0010028350105892869 0.0014891290461858126 0.0010212092257546601 0.0010326038105907768 0.0011733198565861969 0.001514123065603501 0.0012162722759939959 0.0010522478812920455 0.0014411670973027424
leaf_count=300 93 103 510 158 113 87 143 110 98 216 48 343 65 134 237 82 281
internal_value=0 6.61417e-05 -0.000402647 0.000356446 0.000203024 0.000401788 0.00161486 1.64298e-05 -0.00117862 0.000507647 4.44633e-05 -0.000977722 0.00121906 -4.06634e-05 -0.000424491 0.000240767 -0.000411544
internal_weight=0 0.0213591 0.00816847 0.0131906 0.0121215 0.0108634 0.00261902 0.0082444 0.00240163 0.00584277 0.00471626 0.00252173 0.00219453 0.00702222 0.00522381 0.00370969 0.00249341
internal_count=3121 2821 1337 1484 1326 1223 256 967 185 782 672 559 113 827 734 600 363
is_linear=0
shrinkage=0.00473777


Tree=1363
num_leaves=31
num_cat=0
split_feature=14 457 1365 1456 48 147 1374 1213 133 12 1 4 38 124 40 4 0 42 4 52 0 16 1 16 48 42 0 2 52 2
split_gain=0.000817345 0.000621567 0.000531322 0.000517233 0.000495846 0.000681127 0.000479709 0.000499109 0.00048435 0.000462409 0.000981842 0.00080949 0.00051261 0.000556375 0.000905484 0.000654184 0.000812541 0.00048429 0.000517645 0.000477965 0.000340814 0.000423576 0.000576193 0.000475554 0.000452709 0.000427326 0.000378553 0.000286093 0.000248846 0.000202422
threshold=0.076175000000000007 -0.15747999999999998 1.0000000180025095e-35 -1.0000000180025095e-35 -0.09386499999999999 1.0000000180025095e-35 -0.094929999999999987 -0.080769999999999995 0.18829500000000002 0.092355000000000007 0.12958500000000003 -0.46376499999999993 1.0000000180025095e-35 -0.043384999999999993 -0.063404999999999989 -0.46376499999999993 -0.019414999999999998 1.0000000180025095e-35 0.24564500000000003 -0.10925999999999998 -0.076899999999999982 -0.088159999999999988 0.077565000000000009 -0.014034999999999997 0.086260000000000017 0.087745000000000004 -0.10224499999999999 0.090050000000000005 -1.0000000180025095e-35 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 -5 6 -6 -8 9 12 11 -11 13 -9 -15 -16 19 18 -13 -17 21 22 25 26 29 -21 -23 -22 -25 -24
right_child=-2 2 -4 4 5 -7 7 8 -10 10 -12 17 -14 14 15 16 -18 -19 -20 20 27 23 24 28 -26 -27 -28 -29 -30 -31
leaf_value=0.0010545418118047415 -0.0010322093572313785 -0.00075817393367012288 -0.00098530399174596604 -0.00089887647788663256 -0.0006981630698292599 0.0010134968923257682 -0.00087533121885502701 0.00098193564517644956 -0.0007687083424939155 0.00042440932560910066 0.00094213352583828877 -0.00069681885911309022 -0.00054508691428014917 -0.0010592384251611614 -0.00067580947841655093 -0.00059188368518742413 0.0011210271156323894 -0.0010707953886786468 0.00048659374294840067 -0.00082010796853264291 0.0013070654536402244 -0.0010653087037022853 0.0006534606248426156 1.3962660823872522e-05 0.00019136097602113542 0.00045950615031902387 -6.0219876411217342e-05 0.00032383618912772529 0.00089411998948195023 0.0014005296188099752
leaf_weight=0.0010966545120147933 0.0015161634687732564 0.0016423853939085955 0.001074647185736132 0.0010652408419531403 0.0016800943618875399 0.0014431549172848604 0.0010681021827536599 0.0020238980729595504 0.0012238130543604777 0.001990721009910601 0.0013799825675917532 0.0018845977420750559 0.0015745151044797004 0.001042265138387676 0.0013118279761172745 0.0012601599869170805 0.0023280739890294789 0.0025169065217720554 0.001177731311372554 0.0010101307468975852 0.0011229345866254946 0.0011610791743734573 0.0012841374352259294 0.0015156856024713949 0.0019353554674808038 0.0010372121356763131 0.0020014417782847627 0.0012008731522339389 0.0010777989806740728 0.0015940140586820917
leaf_count=35 101 269 63 33 51 115 288 183 259 66 42 194 51 59 79 106 73 218 22 132 14 35 47 138 38 39 251 49 35 36
internal_value=0 1.36143e-05 -1.31643e-05 1.19766e-05 4.36686e-05 6.95149e-05 3.30927e-05 6.74843e-05 9.65427e-05 0.000128217 -0.000144161 -0.000342189 0.000227793 0.000280917 0.000212977 0.000279808 0.000347465 -0.000615718 -0.000241694 0.000236304 0.000306157 0.00021539 0.000450402 -6.47306e-05 0.00071506 -0.000171838 -0.000429225 0.000798962 0.000379738 0.00106721
internal_weight=0 0.0437254 0.0426288 0.0415541 0.0399117 0.0388465 0.0374034 0.0357233 0.0346552 0.0334313 0.00894994 0.00756996 0.0244814 0.0229069 0.020883 0.0198407 0.0185289 0.00557924 0.00306233 0.0162008 0.0149407 0.0126169 0.00686085 0.00575601 0.00481351 0.00204734 0.00316252 0.00232381 0.00259348 0.00287815
internal_count=3121 3020 2985 2922 2653 2620 2505 2454 2166 1907 542 500 1365 1314 1131 1072 993 434 216 920 814 751 292 459 121 171 286 63 173 83
is_linear=0
shrinkage=0.00140032


Tree=1364
num_leaves=31
num_cat=0
split_feature=14 33 10 1365 1456 1213 1374 133 52 1213 42 480 43 4 3 1374 159 52 3 151 0 2 51 42 42 1 3 52 43 3
split_gain=0.000779341 0.000643134 0.000950959 0.0006252 0.000568413 0.000546836 0.00057004 0.000549412 0.000643011 0.000649525 0.000492335 0.000563466 0.000532919 0.000981104 0.000467697 0.000546095 0.000488598 0.000554632 0.000438399 0.000549888 0.000515809 0.000467145 0.000753561 0.00028109 0.00049204 0.000377725 0.000239199 0.000235314 0.000168012 0.000111805
threshold=0.076175000000000007 -0.0066799999999999993 -1.0000000180025095e-35 1.0000000180025095e-35 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.094929999999999987 -0.25159999999999993 -0.51296999999999993 0.039620000000000009 -0.0060199999999999993 0.084710000000000021 -0.50216499999999986 -0.49013999999999996 -0.15713499999999997 0.087855000000000016 0.10519500000000001 0.15915500000000002 -0.081054999999999974 0.061780000000000009 -0.084044999999999995 0.10855000000000002 0.082455000000000014 -0.091964999999999977 -0.11466499999999999 0.15618500000000002 0.092670000000000016 -0.021869999999999997 0.016310000000000002 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 -4 -6 -7 -8 -9 10 23 12 -12 -14 -15 16 17 18 20 21 -16 26 -23 24 25 -10 27 -20 -22 -29
right_child=-2 2 3 -5 5 6 7 8 9 -11 11 -13 13 14 15 -17 -18 -19 19 -21 28 22 -24 -25 -26 -27 -28 29 -30 -31
leaf_value=-0.0010401220205593167 -0.0010436845612924305 0.0011920679240590691 -0.00086455989223305153 -0.0011376409007919366 -0.00075781814380399784 -0.00077412474198008702 -0.00073774880043708975 -0.00094908869773334447 -0.0010163778455473252 -0.00092725763683156623 0.0014007744953090258 -0.0006399636577847337 -0.00089996584000408449 0.0012354174524418016 -0.00049664041455670127 -0.00067998010239200064 -0.00037176184851315435 -0.00029398794395681972 0.00036299714745289765 -0.00023143940107164863 0.00021776251328434743 -0.00026248143469268453 0.0012424637271653237 -0.00065954102630560692 0.00071050714611198154 0.00023904260679618816 0.0014297732126852993 0.0013341738987405936 0.0010766009855121632 0.00074633132857172151
leaf_weight=0.0012356022764716803 0.0015920329612644215 0.00154367299502045 0.0014928474491452395 0.0010334329126520094 0.0016754440837960507 0.0015330815216287865 0.0014613511023580097 0.0010496529326358131 0.0010469064887863588 0.0010276943248216366 0.0011538370656580801 0.0011715893163033444 0.001275667495370658 0.0015234044669924949 0.0015360950687148822 0.001016559872247135 0.0015008399496094773 0.0016826664922477965 0.0014167285257462529 0.0011291621699474072 0.0010067074427659696 0.0017396445311588238 0.0012719396264131433 0.0015836335887580147 0.001598412119071746 0.0010703091902541928 0.0026059176961732433 0.0017843760533607783 0.0010053126269440327 0.001191629373802407
leaf_count=34 101 139 269 62 447 51 158 189 77 236 11 163 34 55 122 47 101 117 49 37 86 97 41 174 65 7 48 74 12 18
internal_value=0 1.58523e-05 4.83669e-05 2.6106e-06 3.39909e-05 7.11914e-05 0.000111588 0.000152923 0.00019439 0.000233952 0.000274665 0.000365141 0.000416697 0.000364339 0.000443357 0.000379473 0.000439738 0.000514137 0.000606719 0.000751615 0.000151815 0.000862504 0.000373131 -0.0001353 8.81359e-05 -0.000381729 0.00107309 0.000861488 0.000646884 0.00109879
internal_weight=0 0.0413641 0.0401285 0.0385848 0.0375514 0.0360586 0.0343831 0.03285 0.0313887 0.030339 0.0293113 0.0240121 0.0228405 0.0216867 0.020411 0.0188876 0.017871 0.0163702 0.0146875 0.0111394 0.00354812 0.0100102 0.00301158 0.00529926 0.00371563 0.00211722 0.00699865 0.00439273 0.00201202 0.00297601
internal_count=3121 3020 2986 2847 2785 2516 2069 2018 1860 1671 1435 1112 949 938 904 849 802 701 584 364 220 327 138 323 149 84 189 141 98 92
is_linear=0
shrinkage=0.00148603


Tree=1365
num_leaves=17
num_cat=0
split_feature=147 11 48 0 151 2 40 16 13 403 16 4 16 48 16 48
split_gain=0.000122615 0.000178092 0.000181142 0.000303998 0.000269824 0.000229821 0.00017823 0.000234569 0.000184236 0.00015549 0.000246544 0.000267338 0.000204128 0.000153631 0.000130704 0.000180589
threshold=0.089025000000000007 0.081790000000000015 0.016865000000000002 -0.20211999999999997 -0.00099499999999999979 0.11237500000000002 -1.0000000180025095e-35 0.41553500000000004 0.021350000000000004 0.03138500000000001 -0.15241499999999997 0.053180000000000012 -0.0048099999999999992 0.092150000000000024 -0.062804999999999986 0.094195000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 13 -1 6 -6 8 9 10 -8 12 -12 -4 -5 -16
right_child=-2 -3 3 14 5 -7 7 -9 -10 -11 11 -13 -14 -15 15 -17
leaf_value=-0.0024829293584530754 0.001616541554803853 -0.0016909148884632016 0.00092721272015970255 0.0029442663058942302 -0.0021264203720111167 0.0017358054593265481 0.0013231644410649237 0.0019700122898497555 -0.001837217018315386 0.0012824577500165158 -0.0036078135743875792 0.00091162254503796448 -0.0008388355772191514 -0.0014592474981273984 0.0023851846598370598 -0.00044479890519402091
leaf_weight=0.001233328870150375 0.0010694640866651941 0.0015717700704902518 0.0010953834329257006 0.0012869375212045397 0.0011772905756456961 0.0015114781662273211 0.0014117347206208395 0.0011745541932394474 0.0016903308857215138 0.0016811777790168847 0.0010664253660145903 0.0011458930161537539 0.0016441681811239488 0.0016318084200719341 0.0010918649002467076 0.0010996052566518699
leaf_count=227 124 172 35 199 104 283 102 69 190 203 764 52 260 46 130 161
internal_value=0 -9.34615e-05 3.24452e-05 0.000731392 -0.000283313 -6.63385e-05 -0.000314156 -9.67621e-05 -0.000377736 -2.27404e-05 -0.000439251 -0.00108441 -0.00192823 -0.00050072 0.00169741 0.000965195
internal_weight=0 0.0215138 0.019942 0.0062056 0.0137364 0.0125031 0.0109916 0.00981428 0.00863973 0.0069494 0.00526822 0.00385649 0.00271059 0.00272719 0.00347841 0.00219147
internal_count=3121 2997 2825 571 2254 2027 1744 1640 1571 1381 1178 1076 1024 81 490 291
is_linear=0
shrinkage=0.00492917


Tree=1366
num_leaves=16
num_cat=0
split_feature=457 1 15 11 3 47 1 2 16 0 3 4 3 1 13
split_gain=0.000110891 0.000184864 0.000322469 0.000202652 0.000242185 0.00035262 0.00028948 0.00019737 0.000204808 0.000228191 0.000330081 0.000255792 0.000194135 0.000165688 0.000140266
threshold=0.045365000000000009 0.12873500000000002 0.091915000000000011 0.081790000000000015 -0.10519499999999998 0.10621500000000002 0.077845000000000011 0.11293500000000002 0.22339500000000004 -0.10224499999999999 -0.078934999999999991 1.0000000180025095e-35 0.11296500000000002 0.091785000000000019 -0.081224999999999978
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 6 7 -1 8 9 11 -11 -6 -3 -2 -12
right_child=13 12 -4 -5 5 -7 -8 -9 -10 10 14 -13 -14 -15 -16
leaf_value=1.4358241350647408e-05 -0.00013872252829681049 0.0021471183799485079 -0.0023185874454721622 -0.0018331910099662176 0.0007501547932686418 -0.0026831392228434379 0.0030579861043129476 0.0016324534763676169 -0.0021255450941902246 -0.00091394272295080257 0.0028520369154874355 -0.002083154464102609 -0.0002539428807377148 0.0019558793564755836 0.00077482584896170273
leaf_weight=0.0015681565185374753 0.001793086812001298 0.0013895473286816831 0.0015284691482276838 0.0013072228285331286 0.0010739004971371821 0.0011157926257842074 0.0011043668464636447 0.0013544993325076424 0.0010465601626185317 0.0017024654255737579 0.0011476869929119005 0.001717571572140919 0.001403731429643118 0.0013903823340574162 0.0016337159307912592
leaf_count=91 143 124 447 141 62 132 79 180 151 915 82 127 114 146 187
internal_value=0 -0.000141931 -0.000327418 -0.000121389 4.48011e-05 -0.000259115 0.00127208 2.04008e-05 -0.000241982 2.89691e-05 0.000665304 -0.000993159 0.000940492 0.000776096 0.00163194
internal_weight=0 0.0190937 0.0163004 0.0147719 0.0134647 0.0107922 0.00267252 0.0096764 0.0083219 0.00727534 0.00448387 0.00279147 0.00279328 0.00318347 0.0027814
internal_count=3121 2832 2594 2147 2006 1836 170 1704 1524 1373 1184 189 238 289 269
is_linear=0
shrinkage=0.00455379


Tree=1367
num_leaves=31
num_cat=0
split_feature=14 33 10 457 1365 1429 1213 1374 457 1213 158 150 51 130 4 15 159 43 38 42 12 0 1 1 43 43 4 2 15 16
split_gain=0.0007577 0.000697734 0.00110747 0.000671282 0.000562547 0.000512849 0.000505053 0.00053002 0.000726625 0.000528124 0.000552368 0.000570161 0.000543748 0.000665934 0.000612432 0.00055708 0.000597109 0.000846337 0.000750178 0.000440123 0.000431737 0.000400417 0.00053998 0.000397397 0.000328717 0.000432358 0.000564368 0.000174322 0.000258 0.000125994
threshold=0.076175000000000007 -0.0066799999999999993 -1.0000000180025095e-35 -0.15747999999999998 1.0000000180025095e-35 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.094929999999999987 0.080930000000000016 0.039620000000000009 0.087355000000000016 0.096430000000000002 0.15466000000000005 -1.0000000180025095e-35 -0.076779999999999987 0.095175000000000023 -0.032739999999999991 0.24789500000000006 0.10386000000000002 -0.11051499999999999 1.0000000180025095e-35 -0.23051499999999997 0.10374500000000002 0.086105000000000015 -0.48582499999999995 0.070450000000000013 -0.39518999999999993 0.088225000000000012 0.083935000000000023 -0.069144999999999984
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 5 -5 -7 -8 9 10 11 12 13 14 -9 16 20 18 19 -18 -15 -21 24 -10 -23 26 -26 28 -28 -29
right_child=-2 2 3 4 -6 6 7 8 23 -11 -12 -13 -14 15 -16 -17 17 -19 -20 21 -22 22 -24 -25 25 -27 27 29 -30 -31
leaf_value=-0.0009835749404937485 -0.00094846950997775617 0.0010869567248506509 0.0010585752711949942 -0.00089540437612955256 -0.0009661756508415007 -0.0007377655751746716 -0.00069392453296852669 -0.0012076593034489643 8.2975868703987255e-05 -0.00081940707690609398 -0.00081507293459307363 -0.00079781984826404458 -0.00079080095149784886 0.00024220572977115535 7.5928457902583779e-05 -0.00053358368351901105 -0.00017102500959740151 -0.00073797117614460544 -0.0005557523504363521 -0.00015003857831923705 -0.00085474475725783082 0.0012121024620173216 0.0011204216213870351 0.00095324869418829449 -0.00046684394598913158 0.0010565531514384213 -0.00014535271535398369 0.00045234709531598869 0.00069921844737320005 0.0010514092859652839
leaf_weight=0.0012287299384690078 0.0015274517896779463 0.0017713052553629529 0.0010556396852550156 0.0011276460829792159 0.0011271328181061682 0.001504144001114093 0.0016179708798134121 0.0011158840163822958 0.001516506071354228 0.0012937995158677209 0.0012494261056718017 0.001222912283650234 0.0010831658880610098 0.0013598729747883445 0.0016980929591257068 0.0014855365725110472 0.0013610917424793341 0.0010967381555002645 0.001173020697251558 0.0011002037791172205 0.0012450960987036019 0.0010984977725456676 0.003834474855652358 0.0025469247953258112 0.0014456696571656241 0.0015989902983335469 0.0014305242190435878 0.0013488073588270172 0.0012090248518425994 0.0012034729210728262
leaf_count=34 101 139 33 151 62 476 51 86 73 262 172 92 54 51 49 174 52 81 23 20 168 7 178 98 44 26 96 81 70 117
internal_value=0 1.61262e-05 4.54277e-05 -5.21371e-07 -2.91193e-05 -1.30109e-06 2.60669e-05 5.85811e-05 9.46907e-05 2.15506e-05 5.99149e-05 0.000100239 0.000142662 0.000183424 -0.000433079 0.000262311 0.000319971 0.000407587 0.000482355 0.000560261 -0.000282103 0.000630013 0.00069518 0.000628456 0.000520507 0.000428269 0.000276913 0.000484013 0.000241497 0.000734822
internal_weight=0 0.0431503 0.0419216 0.0401503 0.0390946 0.0379675 0.0368398 0.0353357 0.0337177 0.0296543 0.0283605 0.0271111 0.0258882 0.024805 0.00281398 0.021991 0.0205055 0.0179005 0.0168038 0.0156308 0.00260497 0.0142697 0.0131695 0.00406343 0.00933499 0.00823649 0.0066375 0.00519183 0.00263955 0.00255228
internal_count=3121 3020 2986 2847 2814 2752 2601 2125 2074 1903 1641 1469 1377 1323 135 1188 1014 795 714 691 219 639 619 171 441 434 408 364 166 198
is_linear=0
shrinkage=0.00134594


Tree=1368
num_leaves=31
num_cat=0
split_feature=14 457 1213 33 10 457 484 1374 457 1213 160 50 38 124 13 51 133 3 15 159 52 4 16 1 52 160 2 0 42 4
split_gain=0.000903323 0.000683707 0.000697939 0.000655625 0.000911547 0.000650053 0.000706156 0.000594809 0.000741868 0.000600524 0.00061584 0.0006809 0.000474701 0.000777885 0.000463316 0.000624303 0.000488751 0.000645672 0.000590579 0.000473998 0.000465517 0.000492128 0.000454749 0.000449359 0.000366922 0.000354735 0.000338049 0.000428779 0.000329285 0.000635734
threshold=0.076175000000000007 -0.15747999999999998 -1.0000000180025095e-35 -0.0066799999999999993 -1.0000000180025095e-35 -0.072694999999999996 -0.0068949999999999992 -0.094929999999999987 0.080930000000000016 0.04198000000000001 -0.40698999999999991 0.10030500000000002 1.0000000180025095e-35 -0.043384999999999993 -0.082014999999999991 0.088785000000000017 0.0033250000000000003 -0.14186499999999996 0.088345000000000021 0.092820000000000014 0.10160000000000001 -0.018869999999999994 -0.25582999999999995 0.086105000000000015 -0.016329999999999997 -0.076214999999999991 0.11144000000000001 -0.14649999999999996 0.091295000000000015 0.053180000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 -5 -6 24 -8 9 10 -9 12 13 -12 20 16 17 -16 -18 25 21 -15 -23 -10 -7 -19 27 -27 29 -29
right_child=-2 2 3 4 5 6 7 8 23 -11 11 -13 -14 14 15 -17 18 19 -20 -21 -22 22 -24 -25 -26 26 -28 28 -30 -31
leaf_value=0.0011366764976549581 -0.0010703446596326039 -0.00088378197247028425 -0.00098970210434610366 0.0010425101880461303 -0.00086641355608729179 -0.0012732473606883803 -0.00068072711825596698 -0.00088230182090098938 0.00019338910658004866 -0.00088902037552840169 0.001295329581540278 0.0010438277268844747 -0.00069677728765491582 0.0010814674406141845 0.00098517862836578493 -0.00099879593655806224 -0.0012115579249328662 0.00073871514533280875 0.0002202485784348243 -0.00075623703409843002 -0.0002635262085158452 0.00061396620386423471 -0.00055744790398096374 0.0011634763558849572 -0.00016637845726671279 0.00091473842669988453 -0.00073757756314312274 -0.0011136755997600948 0.00040265253918525003 0.00017777850229205589
leaf_weight=0.0011086877898982541 0.0015783695654230092 0.0017469050331984084 0.0012315960491164893 0.0018691661353795732 0.0016125782163576288 0.0011424566758205801 0.0018376898192506977 0.0011999896931462741 0.0017439100577121272 0.0012584719045216622 0.0011570535145323238 0.0016808697790988694 0.0014214660578488738 0.0024167189261699029 0.001663450286068611 0.0012740676358582439 0.0012745571499186434 0.001676992786162403 0.001090595045130982 0.0013689817474049635 0.0016574309105337193 0.0019919171779232414 0.0010234743625492293 0.0022069636019530492 0.0013134085119117503 0.001176954109496353 0.0010544727346348814 0.0012651777993752137 0.0021160906489754439 0.0020179165750349171
leaf_count=35 101 476 34 137 174 168 51 177 57 237 87 72 35 49 89 57 150 30 90 50 34 49 88 93 207 15 60 155 35 29
internal_value=0 2.87453e-05 1.13658e-06 3.7302e-05 6.7771e-05 2.18128e-05 5.9475e-05 0.000110612 0.000153717 7.65784e-05 0.000119174 0.000163149 0.000105432 0.000152502 9.51812e-05 -3.96481e-05 4.34531e-05 0.000157454 -0.000551338 2.84912e-05 0.000399076 0.000601247 0.000216369 0.000735281 -0.000681289 0.000143911 1.31894e-05 0.000133574 -3.67104e-05 -0.000319898
internal_weight=0 0.0456 0.0444913 0.0427444 0.0415128 0.0396437 0.0380311 0.0355752 0.0337375 0.0297866 0.0285282 0.0273282 0.0256473 0.0242259 0.0230688 0.0159793 0.0147052 0.01234 0.00236515 0.0106766 0.00708954 0.00543211 0.00301539 0.00395087 0.00245587 0.0093076 0.00763061 0.00657614 0.00539919 0.00328309
internal_count=3121 3020 2985 2509 2475 2338 2164 1789 1738 1588 1351 1174 1102 1067 980 760 703 463 240 374 220 186 137 150 375 324 294 234 219 184
is_linear=0
shrinkage=0.00142833


Tree=1369
num_leaves=31
num_cat=0
split_feature=1456 33 10 1365 42 43 4 42 1 12 0 16 1374 42 14 15 133 1 48 42 16 151 4 43 12 16 1 15 1 15
split_gain=0.000707173 0.000646766 0.00104429 0.000572237 0.000614288 0.00057547 0.00137065 0.00054591 0.000683467 0.000488107 0.000486355 0.000597159 0.000743449 0.000451371 0.000387411 0.000469351 0.000726566 0.000425234 0.00059553 0.000566262 0.000681405 0.000476865 0.000348097 0.000310941 0.000390008 0.000474567 0.000231676 0.000165149 0.000264082 5.79176e-05
threshold=-1.0000000180025095e-35 -0.0066799999999999993 -1.0000000180025095e-35 1.0000000180025095e-35 -1.0000000180025095e-35 -0.50216499999999986 -0.51843499999999987 0.092145000000000019 0.122185 0.090995000000000006 0.15398500000000004 0.22339500000000004 -0.094929999999999987 -0.084624999999999992 -0.10708499999999999 0.035560000000000008 0.083950000000000011 0.094385000000000011 0.13127500000000003 0.079510000000000011 -0.0087049999999999992 -0.024429999999999997 -0.062539999999999984 -0.40263499999999991 0.051320000000000005 -0.083134999999999987 0.08844500000000001 -0.14147499999999996 0.10937500000000001 -0.089549999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 13 -6 -7 10 9 -9 11 12 -8 23 -14 17 26 19 27 20 21 -16 -13 -4 -25 -26 -17 -19 29 -29
right_child=1 2 3 -5 5 6 7 8 -10 -11 -12 22 14 -15 15 16 -18 18 -20 -21 -22 -23 -24 24 25 -27 -28 28 -30 -31
leaf_value=-0.00094494200843289917 -0.0010402246623377976 0.0010787174894434936 -0.00093214539314384777 -0.0010699800401854512 0.001057167834882751 -0.0014571225543781562 -0.00074945183038567303 -4.4680435381282119e-05 0.00046703181011094607 -0.0011545724870477979 0.0010932284662637311 -0.0011060530048069464 -0.00031286386600929317 -0.0011618723018990045 0.00082082713938222667 -0.00075043852719276956 0.00092814128679430397 0.0014559758288820747 -0.00016488377441012991 -0.00044254213808977077 0.0013031592412248716 -0.0003595371057754368 -4.6643628856336439e-06 0.00051993361399354935 0.00024824837603159672 -0.00097706988010396443 1.9502196101453846e-05 0.00092585064218035737 0.00026840258706167152 0.0014128348865783814
leaf_weight=0.0017305781622571894 0.0012191658753817327 0.0019438759393659568 0.0010048502509327761 0.0010624996795662858 0.0012786540521574343 0.0012140261846944533 0.0014612415885046906 0.0014712877438141083 0.0016276192181150506 0.0019632803707896329 0.0012712629783044873 0.0011283301208262486 0.001793471815418001 0.0012889737461222453 0.0012532040100268205 0.0016187875493494088 0.0013022031839522441 0.001530455195464131 0.0010208864474350321 0.001645406520973558 0.001651350231426825 0.00172841877861174 0.0013235284399344396 0.0016692495020040887 0.001315046356101468 0.0013696438694281721 0.0017012960544950939 0.00103069690956481 0.0010304876166511434 0.0010428316598805054
leaf_count=288 34 144 54 60 22 35 49 99 66 361 25 108 52 397 17 178 70 76 23 293 33 28 61 58 87 218 52 29 63 41
internal_value=0 5.37865e-06 3.66667e-05 -1.55413e-05 1.41472e-05 0.000100102 5.905e-05 0.000123418 -0.000310604 -0.000679121 0.000216777 0.000166729 0.000250672 -0.000387825 0.000330315 0.000399989 5.84278e-06 0.000552654 0.00084242 0.000291643 0.000552389 0.000136581 -0.000511517 -0.00020164 -3.30461e-05 -0.00037687 -0.000355901 0.00106431 0.000871196 0.00117077
internal_weight=0 0.041962 0.0407429 0.038799 0.0377365 0.0310887 0.0298101 0.028596 0.00506219 0.00343457 0.0235339 0.0222626 0.0198107 0.00664776 0.0183495 0.016556 0.00462229 0.0119337 0.00565536 0.00627838 0.00463297 0.00298162 0.00245186 0.00535879 0.00435394 0.00268469 0.00332008 0.00463447 0.00310402 0.00207353
internal_count=3121 2833 2799 2655 2595 1781 1759 1724 526 460 1198 1173 1004 814 955 903 300 603 232 371 78 45 169 417 363 305 230 209 133 70
is_linear=0
shrinkage=0.00145689


Tree=1370
num_leaves=19
num_cat=0
split_feature=1447 4 401 42 43 16 1 3 1 159 1 4 12 16 16 0 52 15
split_gain=0.000126053 0.000141846 0.000166825 0.000145273 0.000151159 0.000239787 0.000173758 0.000274691 0.000205311 0.000176488 0.000208835 0.000282111 0.000209524 0.000199259 0.000122638 0.000115463 0.000104161 8.53344e-05
threshold=-1.0000000180025095e-35 0.27287000000000006 1.0000000180025095e-35 -0.11466499999999999 -0.17390999999999998 0.22339500000000004 0.099660000000000012 0.092670000000000016 0.11212500000000002 0.082585000000000006 0.086560000000000012 0.015030000000000002 0.090020000000000017 -0.083134999999999987 0.0057500000000000008 -0.15202999999999997 -0.23375999999999997 -0.070929999999999979
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 14 6 7 9 -8 10 12 -12 13 -6 -5 -3 -7 -10
right_child=1 15 -4 4 5 16 8 -9 17 -11 11 -13 -14 -15 -16 -17 -18 -19
leaf_value=-0.001521067744379238 -0.0015000646467597336 0.00012906212967499095 -0.0018270420675210344 0.0001572535063293352 0.0021118196236155078 -0.00044472941507971571 0.0024974452961729777 0.0017265480935234909 -0.00069214860250611256 -0.0021656742620436891 -0.0029790727309284256 0.00023548972073956506 -0.00114013081659422 -0.00024001213474451042 0.0023216734148767417 0.0019423307498188144 -0.0022555983159778742 0.001088376504294659
leaf_weight=0.0010520694484230089 0.0011672855487019898 0.0014600968450805274 0.001027356077100027 0.0010307171918495462 0.0016232257177508621 0.001379882642206065 0.001279701649546384 0.001374496799350311 0.001025916537430227 0.0010258717424557751 0.0010327118978479266 0.0011502313277489407 0.0012082173829517373 0.001287644431932195 0.0010567214954129156 0.001344464474698325 0.0011698425314337077 0.0011246369549260393
leaf_count=300 126 98 269 72 233 266 129 50 71 200 235 26 317 321 30 241 78 59
internal_value=0 6.11866e-05 -7.74008e-05 2.28107e-05 0.000128812 -3.10089e-05 0.000230542 -0.000104895 0.00108153 -0.00044842 -0.000168878 -0.00128526 0.00042276 0.00107147 0.00125295 0.000998316 -0.00127558 0.000238981
internal_weight=0 0.021769 0.0189645 0.0179371 0.0167698 0.0146824 0.0121327 0.0087024 0.00343026 0.0073279 0.00630203 0.00218294 0.00411909 0.00291087 0.00208744 0.00280456 0.00254973 0.00215055
internal_count=3121 2821 2482 2213 2087 1985 1641 1382 259 1332 1132 261 871 554 102 339 344 130
is_linear=0
shrinkage=0.0044645


Tree=1371
num_leaves=31
num_cat=0
split_feature=14 33 10 1429 133 160 1374 1 1374 16 1 457 403 403 4 160 11 13 484 2 3 133 2 4 48 133 0 16 1 12
split_gain=0.000724327 0.000737632 0.000899903 0.000587484 0.000546628 0.000577406 0.000566054 0.00062188 0.000581118 0.000564148 0.000911178 0.000598944 0.00052877 0.000532172 0.000569706 0.000766526 0.000486008 0.00045711 0.000408728 0.000496125 0.000580903 0.000354825 0.000325476 0.000607178 0.000296805 0.000291161 0.000286557 0.00027288 0.000208029 0.000166224
threshold=0.076175000000000007 -0.0066799999999999993 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.25159999999999993 -0.40698999999999991 -0.094929999999999987 0.077565000000000009 0.093750000000000014 0.10994000000000002 0.12500000000000003 0.069910000000000014 -1.0000000180025095e-35 0.095105000000000009 -0.025314999999999994 0.092070000000000013 0.087830000000000005 -0.10664 0.085515000000000022 0.10444500000000002 0.10893000000000001 0.091250000000000012 0.11093500000000002 -0.49013999999999996 0.082620000000000013 -1.0000000180025095e-35 -0.10607499999999999 -0.27167499999999994 0.095285000000000022 0.089735000000000023
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 -5 -6 -7 12 9 11 -11 16 -8 14 22 21 17 27 19 24 -21 -16 23 -14 25 -19 -27 -9 -28 -25
right_child=-2 2 3 4 5 6 7 8 -10 10 -12 -13 13 -15 15 -17 -18 18 -20 20 -22 -23 -24 29 -26 26 28 -29 -30 -31
leaf_value=-0.0010222095072577339 -0.00094430175497667627 0.0010446962356344598 -0.00092824086245043018 -0.00078610307277637717 -0.00080346912278773225 -0.00066889009444250785 -0.00091268958843115553 0.00044539608450563635 -0.00069040939158219897 -0.0010886675722295343 0.00034740594228776475 0.001079716396948529 -0.00058129012977641698 -0.00092127545920932285 -0.001201394530573623 0.00058900281940692223 -0.00057918092387122279 -0.00043823245888917648 0.0010280714902988705 0.0012008978366770777 8.7332150090553725e-05 -0.00019271260422621127 0.0010127597970807029 0.00017789203649388717 -0.00066028880813587731 0.00072027241749164574 -0.00039907804835910142 0.001356020250998151 0.00043617047533827264 0.00072872646555183175
leaf_weight=0.001250829107522832 0.0015299192907765038 0.0016395964484885442 0.0012269110524080187 0.0014661275958649514 0.0013801134110074101 0.0017148733297460686 0.0013509886404426972 0.0011578761810673299 0.0011048934522079881 0.0012863624828445266 0.0023613569990761363 0.0023478554585318881 0.0014091616092226644 0.0010827993526051358 0.0014426802133684679 0.001178426347886008 0.0010238855350621643 0.0013835279855700664 0.0012383059340481681 0.0016506873833042057 0.0018982993699978579 0.0012073839884848558 0.0011055373142170311 0.0020004404077551509 0.001165997334418023 0.0016956111068822111 0.0012563832147129998 0.0013356913617670304 0.0010168971006798699 0.0021340232958368954
leaf_count=34 101 139 151 180 202 51 502 50 29 127 38 92 23 136 225 105 21 106 46 84 41 75 34 98 45 20 150 62 78 76
internal_value=0 1.67872e-05 4.75379e-05 7.29142e-06 3.64266e-05 6.82202e-05 0.000101135 0.000139042 0.00027981 0.000331301 -0.000159023 0.000435463 -9.99815e-05 -5.00608e-06 8.96846e-05 -0.000332196 0.000333419 0.000401133 0.000283786 0.000192238 0.000605268 -0.000741833 0.000332597 0.000196956 -3.2639e-05 0.000104091 0.000293142 0.000933176 -2.54498e-05 0.000462208
internal_weight=0 0.0435135 0.0422627 0.0406231 0.0393962 0.0379301 0.0365499 0.0348351 0.0219236 0.0208187 0.00364772 0.017171 0.0129114 0.0115605 0.0104777 0.00382849 0.0148232 0.0137993 0.0113057 0.0100674 0.00354899 0.00265006 0.00664916 0.00554363 0.00651842 0.00535242 0.00396889 0.00249357 0.00227328 0.00413446
internal_count=3121 3020 2986 2847 2696 2516 2314 2263 989 960 165 795 1274 772 636 405 703 682 570 524 125 300 231 197 399 354 248 112 228 174
is_linear=0
shrinkage=0.00137286


Tree=1372
num_leaves=17
num_cat=0
split_feature=484 42 15 1 0 4 0 47 51 4 16 16 1 0 49 13
split_gain=0.00011998 0.000149778 0.000193998 0.000222337 0.00017253 0.000174281 0.000135418 0.000177248 0.000230352 0.00022602 0.00058003 0.000166678 0.000199068 0.000133866 6.33343e-05 0.000117533
threshold=-0.0068949999999999992 0.10256000000000001 -0.10653 0.111945 0.041630000000000007 -0.49405499999999997 -0.23091999999999999 0.13082500000000002 0.087505000000000013 0.055260000000000011 -0.48836499999999994 0.0065250000000000004 1.0000000180025095e-35 -0.16360999999999995 -0.0020949999999999996 -0.0025349999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 13 6 -6 -4 8 9 11 -11 12 -8 -2 -14 -16
right_child=1 -3 4 -5 5 -7 7 -9 -10 10 -12 -13 14 -15 15 -17
leaf_value=-0.0012218358184413716 0.0015391749623548895 -0.0011228762268820601 0.0012774807709028009 0.0026445751288816494 -0.00030394172354114541 0.0019517531168436021 -0.0019954326278842677 0.0012972833330752622 -0.002389318406619522 0.00073599754915168892 -0.003756451645646296 0.0012099062443586051 -0.00075739890415446045 -0.00063016901306611772 0.0017088137517893137 -0.00027932127211161668
leaf_weight=0.0015808871630299251 0.0010431066905027819 0.0019537677245776699 0.0010965424126823083 0.0013104127603743021 0.0012479556327518182 0.0016486205192577383 0.0011710955884993227 0.0011529826968796906 0.001285385218666558 0.0011786097463446499 0.0012056099356922423 0.0019702503363950019 0.0010805755873235512 0.001357589679403577 0.0010669157699745302 0.0014609687029645269
leaf_count=503 40 311 43 181 107 88 643 27 210 57 123 270 91 162 186 79
internal_value=0 7.85517e-05 0.000200322 0.00113591 -2.2741e-05 0.000979914 -0.000251984 -0.000396908 -0.000584383 -0.000330384 -0.00153566 9.53553e-05 -0.00036409 0.000312415 0.000165349 0.000559789
internal_weight=0 0.0212304 0.0192766 0.00371111 0.0155655 0.00289658 0.0126689 0.0115724 0.0104194 0.00913403 0.00238422 0.00674981 0.00477956 0.0024007 0.00360846 0.00252788
internal_count=3121 2618 2307 383 1924 195 1729 1686 1659 1449 180 1269 999 202 356 265
is_linear=0
shrinkage=0.00455379


Tree=1373
num_leaves=18
num_cat=0
split_feature=403 133 403 52 42 52 40 48 0 4 0 15 1 47 51 1 1
split_gain=0.000127591 0.000151021 0.000257601 0.000286185 0.0002885 0.000197848 0.000243245 0.000259978 0.000241696 0.000223926 0.000256401 0.000207319 0.000176211 0.000158843 0.000153954 0.000148652 6.7358e-05
threshold=0.10301500000000001 -0.11008499999999999 0.03138500000000001 0.19022000000000003 -1.0000000180025095e-35 0.077655000000000016 -0.0067649999999999993 0.12230500000000001 -0.033209999999999996 -0.034939999999999992 -0.036484999999999997 -0.055554999999999993 0.095950000000000021 1.0000000180025095e-35 0.086685000000000012 0.10984500000000001 0.10612500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 15 6 -6 9 -7 10 -8 13 -13 14 -11 -3 -15
right_child=-2 2 -4 -5 5 8 7 -9 -10 11 -12 12 -14 16 -16 -17 -18
leaf_value=-0.0015734189404765782 -0.0015358689828548851 -0.0027033300179190845 0.0021277640227596773 -0.0018865572558520323 0.0022642004374650512 0.0026927830235555818 -0.0027898877315549742 -0.0022011325570205683 0.00012996183997107937 0.0015406716094019481 0.00032827440016750859 0.00061526223048793429 0.0031456158806083124 -0.0001480253504833512 -0.00066249932888311409 -0.00020734992401379854 -0.0017570570435869359
leaf_weight=0.0011433665092850367 0.0011250364080004618 0.001016165050523459 0.0013424723393500307 0.0015554493962312002 0.0010633813573403825 0.0016300087393142926 0.0010486240337923836 0.0011031526730747041 0.0015478130105024421 0.0018870087409099106 0.0012437631604145221 0.0014185716890163826 0.0010212182551857518 0.0012106482658769124 0.0010736183040968017 0.001043376375023497 0.0010465436160984609
leaf_count=276 202 466 108 313 197 225 262 50 47 258 153 245 66 82 85 43 43
internal_value=0 6.89615e-05 0.000161686 2.21041e-05 0.00019318 0.000412949 0.000142398 -6.1732e-05 0.00144452 0.000175463 -0.00109809 0.000556714 0.00167439 3.41035e-05 0.000741731 -0.00143885 -0.00089405
internal_weight=0 0.0213952 0.0202518 0.0189093 0.0173539 0.0152944 0.0121165 0.0110531 0.00317782 0.00995 0.00229239 0.00765761 0.00243979 0.00521782 0.00296063 0.00205954 0.00225719
internal_count=3121 2919 2643 2535 2222 1713 1441 1244 272 1194 415 779 311 468 343 509 125
is_linear=0
shrinkage=0.00464487


Tree=1374
num_leaves=18
num_cat=0
split_feature=50 47 4 150 15 1 47 48 52 52 15 16 3 133 0 0 42
split_gain=0.000116139 0.000212553 0.000188112 0.000261914 0.000259807 0.000248249 0.000224036 0.000150142 0.000199296 0.000200052 0.000316201 0.000154984 0.000147941 0.000135368 0.000219292 0.000202979 0.000153241
threshold=0.10647500000000001 0.13148500000000005 0.24564500000000003 -0.084634999999999988 -0.10324499999999999 0.111945 0.092165000000000011 0.091545000000000015 -0.11592499999999999 -0.081429999999999989 -1.0000000180025095e-35 -0.013324999999999998 -0.074939999999999993 0.10722500000000001 0.15398500000000004 -0.082084999999999977 0.081660000000000024
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -5 12 7 8 -6 -10 -11 -9 -4 14 15 16 -12
right_child=-2 -3 5 4 6 -7 -8 11 9 10 13 -13 -14 -15 -16 -17 -18
leaf_value=0.0026123830875975683 -0.0016106873729615657 -0.0020910906980867853 0.0015716901933359908 -0.0026121652186666781 -0.0026720190231710869 0.0031180723855099724 0.0022218745084997085 -0.00046277526338127015 0.0013726748368953453 -0.0032597731367499149 -0.00085485946413898313 0.0022792589572251981 -0.0012727067003205261 -0.0018973186352419142 0.0023448690227945946 -0.0016246693972841431 0.0018020465969987517
leaf_weight=0.0010059593526383628 0.0012217236637271358 0.0012079721901159237 0.0010709571162874632 0.0011719754026256442 0.0010557682378937719 0.0013624111405562411 0.0011856876220884835 0.0010885917367349229 0.0018008887222276115 0.0010939337278528527 0.0010847692197202552 0.0012730105979650306 0.0010128432721714367 0.0010749957170266278 0.0010674575290252619 0.0019776515441334349 0.0014361090903648455
leaf_count=80 333 37 72 166 345 244 98 54 169 294 224 75 72 260 25 354 219
internal_value=0 8.15926e-05 0.000214393 -2.48333e-05 -0.000198105 0.00134706 1.99745e-06 -0.000201202 -0.000472447 -0.000228918 -0.000601811 0.00101531 0.000189155 -0.000163979 0.000170792 -0.000345095 0.000658743
internal_weight=0 0.020971 0.019763 0.0163168 0.0153108 0.00344621 0.0141389 0.0129532 0.0105916 0.00953581 0.00773492 0.0023616 0.0020838 0.00664098 0.00556599 0.00449853 0.00252088
internal_count=3121 2788 2751 2363 2283 388 2117 2019 1890 1545 1376 129 144 1082 822 797 443
is_linear=0
shrinkage=0.00533549


Tree=1375
num_leaves=17
num_cat=0
split_feature=41 403 3 42 48 1 123 457 15 3 43 4 51 1 1 2
split_gain=0.000120247 0.00011727 0.000149374 0.00015795 0.000146662 0.000172065 0.000255555 0.000201494 0.000130577 0.000366068 0.000233497 0.000106027 0.000103222 0.000117115 0.000181569 9.90236e-05
threshold=0.078475000000000017 0.10301500000000001 -0.10519499999999998 0.084635000000000016 -0.07175999999999999 0.14000500000000002 1.0000000180025095e-35 0.082380000000000009 0.088235000000000022 -0.077774999999999983 -0.074359999999999996 0.042705000000000007 -0.031924999999999995 0.10538500000000002 0.086560000000000012 0.094565000000000024
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 11 -4 6 7 8 9 -6 -11 -1 -12 14 -14 -9
right_child=-2 -3 4 -5 5 -7 -8 15 -10 10 12 -13 13 -15 -16 -17
leaf_value=-0.0003742247990634429 -0.0013460884279519086 -0.0014154377514523022 -0.0017474595109848194 0.0025716299036587648 -0.0030631495595423862 0.0017177670108684804 0.0019774951163590896 0.0019938084352883125 0.00053314948589476357 0.0016432673788560131 -0.0020630639081157605 0.0015687008127391623 0.00012345360754725121 0.0006151019345148564 -0.0020319785497212978 -1.0161575106312026e-05
leaf_weight=0.0015155066334391334 0.0013611371612531889 0.0010728065964884783 0.0010050338671936379 0.0010157152152503457 0.0012915762857166196 0.0012745508517293955 0.001202593241814238 0.0011114122989783768 0.0019925666035525156 0.0010538423219883519 0.0010337392575089921 0.0010096854948152822 0.0017216638437359544 0.0015358465730699322 0.0016524657525711639 0.0010204287343018592
leaf_count=207 148 198 113 35 910 98 201 63 532 115 130 63 105 99 69 35
internal_value=0 7.95595e-05 0.000162076 0.00102482 -3.01079e-05 8.58033e-05 -6.69582e-05 -0.00026502 -0.000534484 -0.000791125 -0.000371766 0.000402644 -0.000729038 -0.000448175 -0.00093216 0.00103459
internal_weight=0 0.0205094 0.0194366 0.00354091 0.0158957 0.0148907 0.0136161 0.0124135 0.0102817 0.00828913 0.00699756 0.00252519 0.00594372 0.00490998 0.00337413 0.00213184
internal_count=3121 2973 2775 305 2470 2357 2259 2058 1960 1428 518 270 403 273 174 98
is_linear=0
shrinkage=0.00464487


Tree=1376
num_leaves=16
num_cat=0
split_feature=50 47 42 42 12 43 16 16 160 4 151 4 52 1 16
split_gain=0.000104262 0.000191192 0.000157485 0.000179292 0.00015728 0.000152777 0.000349242 0.000284425 0.000228619 0.000227286 0.000220376 0.000212066 0.000146519 6.95046e-05 3.03844e-05
threshold=0.10124500000000002 0.13148500000000005 -1.0000000180025095e-35 -0.091214999999999977 0.10345000000000001 -0.14968999999999996 0.15891500000000003 -0.014034999999999997 -0.030779999999999998 -0.0016099999999999997 -0.0083949999999999979 0.181285 -0.0064899999999999992 0.086105000000000015 -0.070454999999999976
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 -4 7 8 -7 13 -11 14 -9 -10 -12
right_child=-2 -3 4 -5 -6 6 -8 12 9 10 11 -13 -14 -15 -16
leaf_value=9.3619142156231474e-05 -0.001460363944304254 -0.0019998212830062523 0.0019369318700406648 -0.0027364648734191743 0.0018925042432281368 -0.0024134085790475357 -0.0020459795636042543 0.00090228686887446367 0.00070092485328406007 -0.002200797942369759 -0.0014430733821311971 0.0019063768545061097 0.003343450000342028 0.0025068965309647927 -0.00014225300754817699
leaf_weight=0.0016820239118360836 0.0013242482486714993 0.0011796415320546308 0.0013486227804655445 0.0010259421616530809 0.001812669804953009 0.0010578058931617357 0.0019298185806425625 0.0018502546122164398 0.0012559321950356686 0.0014119756194691524 0.0010208593027911661 0.0013951279195670296 0.0011257854644517494 0.0011734811572078341 0.0010238257935725461
leaf_count=297 375 37 59 489 157 223 320 341 247 104 73 127 137 109 26
internal_value=0 8.48171e-05 0.000213472 -0.000978589 0.000410231 0.000226117 5.19175e-05 0.000409721 -9.56299e-05 0.000241095 -0.000425956 0.000302581 0.00182574 0.00157326 -0.00079172
internal_weight=0 0.0202938 0.0191141 0.00270797 0.0164062 0.0145935 0.0132449 0.011315 0.00833901 0.0072812 0.00485179 0.00343981 0.00297604 0.00242941 0.00204469
internal_count=3121 2746 2709 786 1923 1766 1707 1387 909 686 330 226 478 356 99
is_linear=0
shrinkage=0.00533549


Tree=1377
num_leaves=31
num_cat=0
split_feature=14 1365 51 1 376 50 42 47 150 4 12 3 160 4 3 3 1374 1 12 42 0 150 12 15 3 1 4 1 42 43
split_gain=0.000796105 0.000690087 0.000649501 0.000560924 0.000712169 0.000863375 0.000615637 0.000632864 0.000724798 0.000666837 0.000593606 0.000530965 0.000603369 0.000615172 0.00077197 0.000479688 0.000440594 0.000473676 0.000640753 0.000505067 0.000460577 0.000703515 0.000550665 0.000809776 0.000585627 0.000367751 0.000285091 0.00026287 0.000229834 0.000251677
threshold=0.076175000000000007 1.0000000180025095e-35 -0.40274499999999996 0.14000500000000002 0.048375000000000008 0.10647500000000001 -0.11051499999999999 0.11669500000000001 -0.22665999999999997 0.40473500000000007 -0.042789999999999988 0.149315 -0.098904999999999979 -0.49405499999999997 -0.15956499999999998 0.11296500000000002 -0.094929999999999987 0.111945 0.092355000000000007 1.0000000180025095e-35 -0.23091999999999999 0.088040000000000021 0.088305000000000008 0.084050000000000014 0.086245000000000016 0.11181500000000001 -0.080364999999999978 0.089770000000000016 0.084635000000000016 -0.067899999999999974
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 6 -4 8 -8 10 -10 12 -12 -14 -15 -5 -16 18 20 -20 -18 22 23 24 26 -11 -22 -6 -24 -30
right_child=-2 -3 3 15 27 -7 7 -9 9 25 11 -13 13 14 16 -17 17 -19 19 -21 21 -23 28 -25 -26 -27 -28 -29 29 -31
leaf_value=-0.00087314345496261473 -0.0010373870218578004 -0.0010720071543999462 -0.0010210933374429532 0.0014006695201571274 0.00036588271929459659 -0.00098794599588297662 0.001234127616378146 -0.00099626411203058702 -0.00075539099831247781 0.0014004627745664606 -0.00094925349085512353 0.00081785731285759244 -0.0006948108400232528 0.0012279187224605032 -0.00067697926968416375 0.00019152290919053418 0.0010966960741613768 0.00087228129421751171 -5.6641320513017225e-05 -0.0012047500831019349 0.00045049584227705656 -0.00081089949847503915 0.00015814212284502585 -0.0010864589253334542 0.00093112286541153372 0.00032193631443825277 -0.00031873312896148339 0.001339173965999424 0.0012153930185452432 0.0003701029701439029
leaf_weight=0.0014405958357965867 0.0014396299277352744 0.0011023856210892182 0.0010373975897790535 0.0011251120656189375 0.0011801891461686856 0.0016802177366708184 0.0010868005857105336 0.0010468158351386583 0.0018693847274420241 0.0010271390723346477 0.0012245083080362198 0.001701257852946724 0.001939252794258539 0.0011839098277350709 0.0014582875410198417 0.0015025438479270292 0.0010088201620135186 0.001516517552296647 0.0018762410677050081 0.0012531744741459683 0.001405372268515212 0.0014315106696916055 0.0013504385468601221 0.0011432749392769614 0.0015780748802285416 0.001563734797677574 0.0028826398843026513 0.0010096485797073118 0.0016431528250322458 0.0011915616861535305
leaf_count=109 101 63 115 42 19 297 16 48 88 39 204 50 108 50 44 76 16 48 214 228 58 77 148 279 18 101 221 121 45 78
internal_value=0 2.14448e-05 5.05907e-05 8.39281e-05 3.98633e-05 -8.47394e-06 4.07709e-05 7.47892e-05 0.00011057 7.02013e-05 6.56515e-06 6.17997e-05 8.39902e-06 5.96912e-05 0.000129622 0.000709256 6.37488e-05 0.000122838 5.50423e-05 -0.000516401 0.000186198 0.000113449 0.000231651 -8.3343e-06 0.000201788 0.000749513 -6.66226e-05 0.000814629 0.000633582 0.000860078
internal_weight=0 0.04246 0.0413576 0.039917 0.0372893 0.0350995 0.0334193 0.0323819 0.0313351 0.0302483 0.0276574 0.025788 0.0240867 0.0228622 0.020923 0.00262766 0.0197391 0.0182808 0.0167643 0.00312942 0.0136348 0.012626 0.0111945 0.00700936 0.00586609 0.00259087 0.00428801 0.00218984 0.00418515 0.00283471
internal_count=3121 3020 2957 2848 2730 2590 2293 2178 2130 2114 1974 1886 1836 1632 1524 118 1474 1430 1382 442 940 924 847 576 297 140 279 140 271 123
is_linear=0
shrinkage=0.00140032


Tree=1378
num_leaves=16
num_cat=0
split_feature=41 2 16 151 48 15 49 15 4 16 12 43 4 3 43
split_gain=0.000109248 0.000110821 0.000112708 0.00018749 0.000169539 0.000206939 0.000324191 0.000170383 0.00036371 0.000221101 0.000140156 0.00012894 0.000109782 8.7704e-05 7.42673e-05
threshold=0.078475000000000017 -0.0091949999999999983 -0.36241499999999999 -0.08718999999999999 0.091545000000000015 0.090615000000000015 -0.066019999999999981 -0.016799999999999995 -0.077834999999999988 -0.11227499999999999 0.10016000000000001 -0.013819999999999997 0.27044500000000005 0.097915000000000016 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 12 -4 5 6 -5 9 10 -8 11 -9 -3 -6 -11
right_child=-2 2 3 4 13 -7 7 8 -10 14 -12 -13 -14 -15 -16
leaf_value=0.0012840722990695407 -0.0012334168928131465 -0.0014487690578672569 0.0016704061005051673 -0.0023718853938986791 0.0018792132452369529 -0.0017927726969591089 0.0011202882931781427 0.00033207330505676832 0.0023176494856120195 -0.0022180130265695023 0.0013614842740617048 -0.0015580672313213061 0.00036724163878533016 0.00025982611059701646 -0.0006220109981732051
leaf_weight=0.001404265441008328 0.0013590551267448339 0.0019175083876923306 0.0014367402344794824 0.0010527509914896047 0.00121517503745422 0.0015123871894370264 0.001094500427340217 0.0015073060696411122 0.0018918340983656908 0.0010160913730639098 0.0010115138679704927 0.0013761048799510863 0.0010145600514688269 0.0014766096710339127 0.0013575748344149255
leaf_count=158 148 112 193 107 176 477 110 239 156 406 45 430 171 71 122
internal_value=0 7.40851e-05 -1.59088e-05 0.000131991 -2.03193e-05 -0.0002506 -2.43254e-05 0.00024271 0.000711666 -0.000539759 -6.83884e-05 -0.000569994 -0.000820389 0.00099088 -0.00130521
internal_weight=0 0.0202849 0.0188807 0.0159486 0.0145118 0.0118201 0.0103077 0.00925493 0.00578676 0.00346817 0.00389492 0.00288341 0.00293207 0.00269178 0.00237367
internal_count=3121 2973 2815 2532 2339 2092 1615 1508 870 638 714 669 283 247 528
is_linear=0
shrinkage=0.0044645


Tree=1379
num_leaves=31
num_cat=0
split_feature=33 10 14 1429 1365 128 4 42 1 1374 1456 484 42 13 40 16 12 160 133 15 151 2 15 12 12 1 51 160 47 43
split_gain=0.000591732 0.000888468 0.00061262 0.000583351 0.000551045 0.000507743 0.000486261 0.000588496 0.000947331 0.000549613 0.000450207 0.000417926 0.000401948 0.000387415 0.000750377 0.00101531 0.000567071 0.000423736 0.000498782 0.000580927 0.000472113 0.000493338 0.000363676 0.000342626 0.000271658 0.000256111 0.000247738 0.000301188 0.00028676 0.000194426
threshold=-0.0066799999999999993 -1.0000000180025095e-35 0.076175000000000007 -1.0000000180025095e-35 1.0000000180025095e-35 0.086435000000000012 -0.52556499999999995 0.092145000000000019 0.122185 -0.094929999999999987 -1.0000000180025095e-35 0.085515000000000022 0.090310000000000015 -0.10664 0.064905000000000018 0.15891500000000003 -0.042789999999999988 -1.0000000180025095e-35 -1.0000000180025095e-35 0.089595000000000022 -0.0083949999999999979 0.090425000000000019 0.084050000000000014 0.097145000000000023 0.090995000000000006 0.080270000000000022 0.087305000000000008 1.0000000180025095e-35 0.086010000000000017 -0.11008499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 5 6 -5 9 24 -8 -11 12 13 16 15 17 -12 -15 19 -19 21 -20 26 -18 -9 -13 27 28 -22 -26
right_child=1 2 -4 4 -6 -7 7 8 -10 10 11 25 -14 14 -16 -17 23 18 20 -21 22 -23 -24 -25 29 -27 -28 -29 -30 -31
leaf_value=-0.00097316932475138428 0.00095510232848566672 -0.00096048093640432072 -0.0009667405447032621 -0.00062685385449274601 -0.00092968189367791272 -0.00069804759062845341 -0.00056936765822336187 -0.00022236668418667776 0.00063763459178697987 -0.00057447178177922036 -0.00031546061547494476 0.00033725806300650946 0.00084361447903592867 -0.00045608966680790546 0.0012008909212719698 -0.00094066091680260482 0.0010589980429550104 -0.00095976265734282868 0.00052639885626595796 0.00042686916027152567 0.0011858426842060428 -0.00073461450939759677 2.9020122428314275e-05 0.00020399757663570596 -0.00051609881931585788 0.0011738067807839433 0.0012707607666286613 -6.6892819021069778e-05 0.00027258592917251149 -0.0013130287184706085
leaf_weight=0.0011921784952484407 0.0017869137354657996 0.0011661954238290076 0.001284904473275005 0.001715597716042786 0.0011073248573696395 0.0016243833684286271 0.0016474680275706524 0.0017352001521824248 0.0015203559677422485 0.001201545084227539 0.0012147567524927183 0.0012786677485134837 0.00182489002762276 0.0020002188220671355 0.0010354109473778008 0.0019191313094381055 0.0025206782127344908 0.0012777362889043751 0.001079728570944738 0.0010272663095349799 0.0015764759593484105 0.0012754762913269602 0.0018035609104121164 0.0013599627681326609 0.0010830170009512585 0.0014976588177724182 0.0012740854572532712 0.0010179555888274461 0.0011002968648696765 0.0012348926616454481
leaf_count=34 144 151 96 34 62 198 50 93 69 178 34 77 96 253 18 128 75 361 56 77 69 75 130 19 28 63 21 42 27 363
internal_value=0 7.29299e-06 -3.36117e-05 -3.7268e-06 2.49165e-05 5.28465e-05 8.65204e-05 0.000121988 -0.000286503 0.000200677 0.000247172 0.00028502 0.000225044 0.000172499 6.96962e-05 -6.59724e-06 0.000503124 0.000126852 0.000228842 -0.000341785 0.000372943 -0.000156511 0.000557069 0.000759365 -0.000633154 0.000788525 0.000748738 0.000568725 0.000810445 -0.000940672
internal_weight=0 0.0431918 0.0414048 0.0401199 0.0389537 0.0378464 0.036222 0.0345064 0.00557347 0.028933 0.0272855 0.026084 0.0233076 0.0214827 0.0163873 0.0153519 0.0050954 0.0134328 0.0114326 0.002305 0.00912758 0.0023552 0.00677237 0.00388064 0.00405311 0.00277633 0.00496881 0.00369473 0.00267677 0.00231791
internal_count=3121 3087 2943 2847 2696 2634 2436 2402 553 1849 1799 1621 1481 1385 1257 1239 128 1111 858 438 420 131 289 94 484 140 159 138 96 391
is_linear=0
shrinkage=0.00137286


Tree=1380
num_leaves=31
num_cat=0
split_feature=14 457 1429 457 33 10 1213 1374 457 158 159 160 133 4 128 403 3 39 160 13 1 1 133 42 15 16 12 160 16 16
split_gain=0.000602161 0.000607042 0.000550405 0.000565453 0.000582966 0.000786861 0.000499401 0.000513677 0.000429029 0.000493367 0.000696772 0.000537968 0.000571836 0.000552719 0.00057516 0.000441645 0.000476028 0.000709203 0.000477861 0.000467328 0.000432193 0.000422522 0.00040546 0.000611207 0.000333737 0.0003234 0.00027227 0.000209421 0.000169477 0.000115054
threshold=0.076175000000000007 -0.15747999999999998 -1.0000000180025095e-35 -0.072694999999999996 -0.0066799999999999993 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.094929999999999987 0.080930000000000016 0.087355000000000016 0.088450000000000015 -0.40698999999999991 -0.25159999999999993 -0.52556499999999995 0.086435000000000012 -1.0000000180025095e-35 0.090900000000000009 0.0046100000000000004 -1.0000000180025095e-35 -0.39067499999999994 0.10587000000000001 0.083135000000000014 0.093615000000000018 -1.0000000180025095e-35 0.092400000000000024 0.22339500000000004 0.092355000000000007 0.081905000000000019 -0.082404999999999992 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 -5 -6 -7 -8 9 10 11 -9 -13 -14 15 -15 17 18 -17 -18 -21 -10 23 -20 26 -22 28 -23 -25 -30
right_child=-2 2 3 4 5 6 7 8 21 -11 -12 12 13 14 -16 16 19 -19 22 20 25 27 -24 24 -26 -27 -28 -29 29 -31
leaf_value=0.0010198079048128778 -0.00087683164248265671 -0.00095770248103413391 -0.00076554349396163867 -0.0008821715008094492 0.00097112386462761587 -0.00069927471652332434 -0.00064681545234523529 -0.00087072946521978348 -4.8003946688939779e-05 -0.00078660179004456595 0.0009165311797572083 -0.00089634696448905136 -0.00071589544105085776 -0.00062972772224775342 -0.00074685261202787651 -0.00046864834384292224 0.00047819911228508548 0.0012675142573040634 -0.0004010174366088568 -0.00098132941123560738 0.00032338704571432486 0.00044755541385371202 -0.00024224126066091812 0.0011156851518256189 -2.7787907324410479e-05 -0.0006168051721708956 0.00024869165977755523 0.0012090585177301312 0.00030646879699460443 0.00092221219579654103
leaf_weight=0.0010254931619080301 0.0013547217906522127 0.0010358607673925926 0.0015435338747717955 0.001133424982679542 0.0016427193044491464 0.0015353944637027652 0.0016496479403187428 0.0011003264357949396 0.0014761725063934241 0.0011761243021086156 0.0016516189488480207 0.0010121280507673349 0.0013029119677412269 0.0010051319358387314 0.0011269742895629866 0.0012573052397779625 0.0019905537705398046 0.001487395019646399 0.0011283067893578264 0.0011633297443864868 0.001736589076218209 0.0012166989617954371 0.0014863880776356817 0.0028210022074679365 0.0011066105985619856 0.0010060944960059715 0.0014221625016048733 0.0013014522274534812 0.0010325325692690391 0.0010821909610381538
leaf_count=35 101 153 173 34 132 473 51 159 69 186 105 138 22 365 75 171 52 90 86 37 44 67 50 35 27 11 71 35 21 53
internal_value=0 1.7452e-05 -8.48529e-06 1.69912e-05 4.95912e-05 7.8994e-05 3.62364e-05 7.07297e-05 0.000108803 4.92873e-05 8.72166e-05 3.07754e-05 7.35916e-05 0.000117901 0.000169999 0.000222381 0.000268132 0.000410815 0.000298413 -4.21775e-05 -0.000307368 0.00051253 0.000394098 0.000504173 0.000640998 -2.15023e-05 0.000757402 0.000841122 0.00090398 0.00062157
internal_weight=0 0.0406561 0.0396306 0.0385947 0.0370512 0.0359178 0.034275 0.0327396 0.03109 0.0270957 0.0259196 0.0242679 0.0231676 0.0221555 0.0208526 0.0197256 0.0187205 0.0128239 0.0113365 0.00589657 0.00390601 0.00399432 0.0100792 0.00859281 0.0074645 0.00274268 0.00635789 0.00251815 0.00493573 0.00211472
internal_count=3121 3020 2985 2832 2659 2625 2493 2020 1969 1798 1612 1507 1348 1210 1188 1113 748 604 514 144 92 171 343 293 207 55 180 102 109 74
is_linear=0
shrinkage=0.00131955


Tree=1381
num_leaves=15
num_cat=0
split_feature=1 4 4 13 15 13 12 457 12 4 16 0 51 47
split_gain=0.00011035 0.000252231 0.0003652 0.000204167 0.000203226 0.000193738 0.000236355 0.00022931 0.00024455 0.000178212 0.00017798 0.000393032 0.000197002 0.000154935
threshold=0.08844500000000001 -0.15764999999999998 -0.49405499999999997 -0.084154999999999994 -0.0063699999999999989 -0.094514999999999988 0.088725000000000012 0.045365000000000009 -0.010834999999999999 -0.07712999999999999 -0.056919999999999991 -0.11437499999999999 -0.025069999999999999 0.091680000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -3 -5 6 -2 8 -7 -6 11 -10 -12 -13
right_child=5 3 -4 4 9 7 -8 -9 10 -11 12 13 -14 -15
leaf_value=-0.00097084804340281992 0.0026404062370825026 -0.0022697039390329734 0.0021428638867765277 -0.0016922816151445507 -0.001050154059569192 0.0012783616742953951 -0.00025472000566302105 0.0014639269861607127 -0.0018827892303994182 0.0014239388234781522 -0.00048470729245386269 2.471580287427554e-05 -0.0028262552298588739 0.002532767925979053
leaf_weight=0.0015643774475586625 0.001456089917171278 0.0017964730668649231 0.0016913031552907576 0.0016160670234653951 0.0010671370992891005 0.0016212622470487287 0.0010450030905002627 0.0018575749930502825 0.0014576275567264041 0.0015268846682764403 0.0017188696285693767 0.0010891578170286759 0.0014119855213047209 0.001037689739046499
leaf_count=75 146 572 60 512 450 192 62 141 67 225 186 207 192 34
internal_value=0 -0.00039443 0.000646703 -0.000958747 -0.000399352 0.000272335 0.00143077 -1.18818e-05 -0.000340724 0.000406138 -0.000731615 -2.49015e-05 -0.00154072 0.0012484
internal_weight=0 0.00926224 0.00325568 0.00600656 0.00421009 0.0126953 0.00250109 0.0101942 0.00833659 0.00259402 0.00671533 0.00358448 0.00313086 0.00212685
internal_count=3121 1894 135 1759 1187 1227 208 1019 878 675 686 308 378 241
is_linear=0
shrinkage=0.00464487


Tree=1382
num_leaves=31
num_cat=0
split_feature=14 33 10 1366 1374 1429 133 160 4 42 123 42 1374 13 484 42 1 15 133 49 13 42 15 16 484 133 12 3 16 4
split_gain=0.000599245 0.000620667 0.000852101 0.000590973 0.00059922 0.000617581 0.000567225 0.000654498 0.00066643 0.000660593 0.000668986 0.000578259 0.000528938 0.000577495 0.000634786 0.000713022 0.000764282 0.000670065 0.000609096 0.000522844 0.000467425 0.000422505 0.000783532 0.000338919 0.000333227 0.000275282 0.000467462 0.000247287 0.00021447 0.000208616
threshold=0.076175000000000007 -0.0066799999999999993 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.094929999999999987 -1.0000000180025095e-35 -0.25159999999999993 -0.40698999999999991 -0.52556499999999995 -1.0000000180025095e-35 1.0000000180025095e-35 -0.084624999999999992 0.087110000000000007 -0.53104499999999988 -0.0068949999999999992 0.092145000000000019 0.122185 1.0000000180025095e-35 0.083950000000000011 -0.087004999999999985 -0.095304999999999987 0.079510000000000011 -0.09551999999999998 -0.16075999999999999 -0.091199999999999989 0.098785000000000012 0.051320000000000005 -0.078934999999999991 0.22339500000000004 -0.076229999999999978
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 -5 -6 -7 -8 -9 11 12 25 13 -11 24 17 29 19 20 -16 -19 23 -23 -21 -15 26 -10 -22 -25 -17
right_child=-2 2 3 4 5 6 7 8 9 10 -12 -13 -14 14 15 16 -18 18 -20 21 27 22 -24 28 -26 -27 -28 -29 -30 -31
leaf_value=-0.00095174614465028996 -0.00087002028618004732 0.00099588533105018071 -0.00096457546704047288 -0.00078660392983020706 -0.00097527918615590082 -0.00075843695885370881 -0.0008645393044890916 -0.00077579376175722858 0.00030116657588097356 -0.00071047910261464917 0.0013729171028821494 -0.0011515207345983638 -0.00066609586714283465 0.00019021840526018877 -0.0002093281995638251 -9.8783070973099515e-05 0.00085702608417978737 0.00038255975671992634 0.00082929123288182928 0.00035458168317680666 -9.0234628379712715e-05 0.0010797224651773719 -0.00046507142180601021 0.001209821765268182 -0.00091407535485259293 0.00059560900006438077 -0.00065838952113278287 -0.0010265844288865095 0.00058194278438800594 -0.0008671145416638919
leaf_weight=0.0012003953409553949 0.0014700400105640546 0.0017192191377937141 0.0011420561979535995 0.0015944444072459865 0.001029944248154723 0.0013856141986352535 0.0011868487451294199 0.001339773094912281 0.0018997233169559813 0.0010132595841980665 0.0010630688085010434 0.0010026628174083499 0.0011085755529753874 0.0010004534354854933 0.0010306496814322932 0.0012332461201047806 0.0010735539892383628 0.0016697106244905058 0.0016883211615379423 0.0014173340574132765 0.0010016591425610066 0.0012545776755343852 0.0012211786054274745 0.0055057866419368166 0.0010614318268609138 0.0011053781386383132 0.0019280236079866619 0.0011327665684959234 0.0012599884586457222 0.0014481564279977812
leaf_count=34 101 139 61 51 151 180 201 28 63 12 132 282 49 140 42 120 27 42 35 75 117 38 126 91 197 68 247 45 51 176
internal_value=0 2.14592e-05 4.95976e-05 8.71945e-06 3.74745e-05 7.29274e-05 0.00010289 0.000137337 0.000172875 0.000212446 0.000306188 -0.000201064 0.000261045 0.000303849 0.000348537 0.000420113 -0.000121833 0.00053855 0.000143034 0.000724388 -0.000161535 0.000814672 0.000317746 0.000965015 -0.000378258 -7.88227e-06 -0.000182159 -0.000587167 0.00109289 -0.000513739
internal_weight=0 0.0427178 0.0415174 0.0397982 0.0386561 0.0370617 0.0360317 0.0346461 0.0334593 0.0321195 0.0261837 0.00593579 0.0251206 0.0240121 0.0229988 0.0209369 0.00375496 0.017182 0.00549246 0.0116895 0.00380414 0.0106589 0.00247576 0.00818311 0.00206189 0.00493313 0.00382775 0.00213443 0.00676578 0.0026814
internal_count=3121 3020 2986 2847 2786 2735 2584 2404 2203 2175 1515 660 1383 1334 1322 985 323 662 239 423 204 381 164 217 337 378 310 162 142 296
is_linear=0
shrinkage=0.00137286


Tree=1383
num_leaves=15
num_cat=0
split_feature=403 403 11 3 52 52 12 0 0 43 2 4 15 4
split_gain=0.000114671 0.000119499 0.000128233 0.000163692 0.00017232 0.000306883 0.000439468 0.000224997 0.00032433 0.00022386 0.000202293 0.000288244 0.000339305 7.16906e-05
threshold=0.10301500000000001 -1.0000000180025095e-35 0.081790000000000015 -0.14186499999999996 0.15915500000000002 0.070205000000000017 0.091545000000000015 -0.019414999999999998 -0.10011499999999998 -0.063379999999999978 0.11215000000000001 0.0052350000000000009 -0.095869999999999983 0.061775000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 5 7 -7 8 10 -10 11 -5 13 -13
right_child=-2 2 -4 4 -6 6 -8 -9 9 -11 -12 12 -14 -15
leaf_value=-0.0010565700165938087 -0.0012810200924572366 0.0016334294892814964 -0.00093549017762482661 -0.00064153952313966733 -0.0010742599275954934 0.0024904821630278677 -0.00066111548030983215 0.0015632312602549769 -0.00044011776547293738 -0.0026031303955824031 -0.00085610380626421954 -0.00052729595007666664 0.0026467736535767065 0.00094892205811903708
leaf_weight=0.0014114511097766116 0.0010571417135458163 0.0012243347537383943 0.0016046943438687835 0.0018586525325079402 0.0016752661321239861 0.0019862173795611735 0.0010699353059475669 0.0012598548108201458 0.0019643565904451099 0.0012183842900547462 0.0019460025999050723 0.0010285750179974684 0.0015982930259221817 0.0010395528771898199
leaf_count=756 202 104 168 110 311 153 70 129 643 229 134 18 48 46
internal_value=0 5.72799e-05 0.00013801 0.000234411 0.000131506 0.000266443 0.00138713 -2.10418e-05 -0.000208388 -0.00126814 0.000243075 0.00063022 0.00127492 0.000214731
internal_weight=0 0.0208856 0.0194741 0.0178694 0.0166451 0.0149698 0.00305615 0.0119137 0.0106538 0.00318274 0.00747108 0.00552507 0.00366642 0.00206813
internal_count=3121 2919 2163 1995 1891 1580 223 1357 1228 872 356 222 112 64
is_linear=0
shrinkage=0.00396435


Tree=1384
num_leaves=31
num_cat=0
split_feature=1365 1456 133 2 41 40 42 123 401 4 131 0 16 16 12 48 4 0 1 52 1 2 13 3 0 0 0 4 0 15
split_gain=0.000537055 0.00056535 0.000465786 0.000433465 0.000749759 0.00042936 0.000680434 0.000413315 0.000410304 0.00043201 0.000650873 0.000641851 0.000502697 0.000905146 0.000396461 0.000620378 0.000284459 0.00043511 0.000331751 0.000556832 0.00053965 0.000410383 0.000353137 0.000301096 0.000445772 0.000264617 0.000497496 0.00025942 0.000240015 6.03444e-05
threshold=1.0000000180025095e-35 -1.0000000180025095e-35 0.18829500000000002 0.099185000000000009 0.079885000000000025 0.051255000000000002 -0.11051499999999999 0.083855000000000013 0.083100000000000021 0.09173000000000002 0.023795 -0.11756999999999999 -0.014034999999999997 -0.056919999999999991 0.084225000000000008 0.085845000000000019 -0.51843499999999987 0.15398500000000004 0.10312500000000001 0.10611000000000001 0.10797500000000002 0.14285500000000004 -0.091904999999999987 0.11924500000000002 -0.15202999999999997 -0.060129999999999996 -0.10474999999999998 -0.49405499999999997 -0.10224499999999999 -0.097454999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 6 -3 16 9 10 12 -11 13 14 15 28 -5 18 19 22 -20 23 -18 29 -25 26 -14 -27 -8 -22
right_child=-2 2 -4 7 -6 -7 8 -9 -10 11 -12 -13 25 -15 -16 -17 17 -19 20 -21 21 -23 -24 24 -26 27 -28 -29 -30 -31
leaf_value=-0.00084808592599113733 -0.0010170934694603594 -0.0011556573794176748 -0.0008371331134988917 -0.00052364958977596727 -0.001144287071839459 0.000847759274683434 0.00033753684125966245 0.0010650653240556532 -0.00066873706976183864 -0.00031841039697825933 -0.00092555628120047275 0.0010126597064265431 0.00087267006332899285 -0.001338348131624933 -0.00050267413664621251 -0.00039933800744626106 0.0007828300841677306 0.0010682360188803836 0.0011145333604461879 -0.00098255151328941956 0.00062275203103788956 0.0009371961306020518 -0.00029669656547197132 -0.00087252187331362228 0.00026422852762321192 0.0002761426743117288 -0.00033122965078724343 0.0012381625943953117 0.0011995788957900985 0.00013950925756280126
leaf_weight=0.0014500321970661303 0.0010261937120068501 0.0010156012769503278 0.0011412848467970962 0.0010072743166045237 0.0011685793286666515 0.0011306516073763531 0.0014464680245271921 0.0011554652533418705 0.001541851987533093 0.0010842054101090071 0.0014027992562746236 0.0020602528615755169 0.001100664820242514 0.0010816419876562566 0.0017574137762637054 0.0015820459102471318 0.0010997564890260518 0.0011545855668986258 0.0014063089859455147 0.0011603709017187214 0.0010088223175448441 0.0010555092921959996 0.0012925730717217006 0.00142619942207034 0.0012867699537117971 0.0010425423439102133 0.0017325653500689375 0.001162609719981062 0.0011266347709333263 0.0010180621097699571
leaf_count=286 63 99 287 15 72 28 21 128 189 35 239 90 23 88 355 39 17 19 82 80 49 82 221 16 46 59 280 34 38 41
internal_value=0 9.48656e-06 4.34163e-05 7.17184e-05 -5.36348e-05 9.24839e-06 -4.02917e-05 0.000262679 2.22172e-05 8.64728e-05 -2.28804e-05 0.000553708 8.23566e-05 -0.000160571 5.48909e-05 0.000290712 0.000190899 0.000251336 0.000163634 -0.000186535 0.000336378 0.00014755 0.000199563 -2.82949e-05 -0.000333358 0.000419585 0.000136466 0.000783343 0.000714983 0.000380029
internal_weight=0 0.0380995 0.0366495 0.0355082 0.0214365 0.0202679 0.0191373 0.0140717 0.0181217 0.0165798 0.0134354 0.00314446 0.0120326 0.0069942 0.00591256 0.00415515 0.0129162 0.011909 0.0107544 0.0035527 0.00720167 0.00579536 0.00239233 0.00473985 0.00271297 0.00503838 0.00283323 0.00220515 0.0025731 0.00202688
internal_count=3121 3058 2772 2485 1689 1617 1589 796 1490 1301 1176 125 937 541 453 98 668 653 634 318 316 234 238 152 62 396 303 93 59 90
is_linear=0
shrinkage=0.00140032


Tree=1385
num_leaves=16
num_cat=0
split_feature=4 11 4 2 12 159 160 42 12 0 12 0 15 3 4
split_gain=0.000131543 0.000231168 0.000173584 0.000230466 0.000173569 0.000158908 0.000210573 0.000211614 0.000318722 0.00037153 0.000195286 0.000164454 0.000121919 0.000108333 1.9873e-05
threshold=0.27287000000000006 1.0000000180025095e-35 0.098655000000000007 0.10912000000000001 0.088930000000000023 0.089465000000000017 0.088405000000000011 0.086325000000000013 0.092355000000000007 -0.076899999999999982 0.090455000000000021 -0.11991499999999998 -0.016799999999999995 0.11296500000000002 0.052250000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 5 -4 6 7 8 9 11 -9 -1 -5 -2 -13
right_child=13 -3 4 12 -6 -7 -8 10 -10 -11 -12 14 -14 -15 -16
leaf_value=0.00082610839381551729 0.0013786174576788676 -0.0018147310686134565 -0.0015753902419799171 0.00018124238079190549 0.00016153596060891319 -0.0015268634856330176 0.0014938366627072015 -0.0024131224849918121 -0.0016877379338562956 0.0021523344016211045 -0.00015072423465028139 -0.0011492680463428718 0.0017924615448750381 -0.00013150329943404965 -0.00039558722615266867
leaf_weight=0.0017252831515364164 0.0017386339087580296 0.0011496512483319945 0.0019239821555108163 0.001189515644060446 0.0015850312851737325 0.001038588205485442 0.0013585062234423581 0.0010355183788486877 0.0011132134598332011 0.0016241962744139027 0.0012997225815296887 0.0011092609537878828 0.0017577442596503632 0.0012219444075750596 0.0010093884260617969
leaf_count=86 236 187 95 195 93 193 139 352 218 118 324 612 127 116 30
internal_value=0 -0.00012569 -1.64153e-05 0.000174132 -0.000790816 -7.80468e-05 6.83971e-05 -0.000148779 0.00020788 0.000593795 -0.00115394 -6.47432e-05 0.00114217 0.000755333 -0.000790192
internal_weight=0 0.0189196 0.01777 0.0142609 0.00350901 0.0113137 0.0102751 0.00891658 0.00658134 0.00546813 0.00233524 0.00384393 0.00294726 0.00296058 0.00211865
internal_count=3121 2769 2582 2394 188 2072 1879 1740 1064 846 676 728 322 352 642
is_linear=0
shrinkage=0.00388662


Tree=1386
num_leaves=31
num_cat=0
split_feature=14 457 3 1429 1213 484 403 457 124 484 49 16 484 1374 0 50 49 43 4 0 2 13 1 4 12 13 43 3 3 50
split_gain=0.000578604 0.000656012 0.000499614 0.000453703 0.000462648 0.000536853 0.000681998 0.000633037 0.00045581 0.000452762 0.000433595 0.000526842 0.000475411 0.000409453 0.00059373 0.000411346 0.000389164 0.000388261 0.000908482 0.000541621 0.000451791 0.000573588 0.00053937 0.000522464 0.000573036 0.000267474 0.000258191 0.000210255 0.000198848 0.000130213
threshold=0.076175000000000007 -0.15747999999999998 0.30112000000000005 -1.0000000180025095e-35 -0.080769999999999995 0.085515000000000022 -1.0000000180025095e-35 -0.0029299999999999994 -0.043384999999999993 0.091880000000000003 0.18307500000000002 -0.48836499999999994 -0.0068949999999999992 -0.094929999999999987 -0.23001499999999997 0.077805000000000013 -0.014169999999999999 -0.51144999999999985 -0.51843499999999987 0.15398500000000004 0.10731 -0.013304999999999999 0.092390000000000014 -0.083644999999999983 0.088245000000000004 -0.015874999999999997 -1.0000000180025095e-35 -0.075944999999999985 -0.089519999999999988 0.10330000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 -5 6 -6 16 -9 -7 11 25 -13 -14 -15 17 -8 -16 -19 20 21 23 28 -20 -25 -10 -24 -26 -23 -17
right_child=-2 2 -4 4 5 9 7 8 10 -11 -12 12 13 14 15 29 -18 18 19 -21 -22 22 26 24 27 -27 -28 -29 -30 -31
leaf_value=0.0010914240744435519 -0.00083511893632074829 -0.000905256992990789 0.00081344580928779269 -0.00090229754326942623 -0.00092276426129861899 0.0011382100188348865 -0.0013067194325303232 0.00071196136346558673 0.00027538819105563952 4.0068499574806067e-05 -0.00084297585319634402 -0.00076820429216251324 -0.00066446677663690242 0.00096456719805364688 0.00064161220002275699 0.00081477283538341236 -0.0001402991150582739 -0.0013461861031478363 0.0011504210760220038 0.00092415480857875555 -0.00070240351482275386 -0.00038656926531288708 -0.00034741436017888839 -0.00076998791661670883 9.4804707546560697e-05 0.0011135774526693613 0.0003211333666204344 0.00079076384582364842 -0.0012061638368740218 0.00017908165289425522
leaf_weight=0.0010010968021720848 0.0015027110195653384 0.001067016460393754 0.0012846310890164405 0.00103435831942189 0.0015017216166670613 0.0013511785907791554 0.0010181356325351665 0.0018035887683904286 0.00189899830060547 0.0013695583257047339 0.0010306474668197998 0.0014465823713071804 0.0014446985842369022 0.0012798876123269872 0.001334036602500528 0.0013593604333550493 0.0010552229884450695 0.0010150139515871922 0.0011022668233051517 0.0010049519402421945 0.0019336610873679225 0.0010111943202061324 0.0019725142551643149 0.0010180610386871869 0.0018648075685458879 0.0010830191586226256 0.0022290588780933263 0.001359801890226566 0.0011417703101364463 0.0010230539526290272
leaf_count=35 101 153 123 319 543 83 54 171 50 169 35 283 19 12 25 43 117 14 29 17 149 48 24 83 95 49 40 67 75 96
internal_value=0 1.55876e-05 -1.20007e-05 -4.00875e-05 -1.49248e-05 1.08197e-05 -3.66527e-05 5.68512e-06 5.64482e-05 0.00058543 1.35397e-05 4.6823e-05 -2.06923e-05 2.825e-05 7.67146e-05 1.80477e-05 -0.000713077 -5.54069e-05 -0.00011481 -2.94261e-05 -9.97183e-05 -1.07894e-07 -0.000273429 0.00032484 0.00011035 0.000579805 7.26999e-06 0.000388287 -0.000821221 0.000541795
internal_weight=0 0.0400399 0.0390388 0.0377542 0.0366872 0.0356528 0.0329321 0.0314303 0.029357 0.00272074 0.0275534 0.0265227 0.0235407 0.0220941 0.0206494 0.0193696 0.00207336 0.0169871 0.0156531 0.0146381 0.0136331 0.0116995 0.00635454 0.00534494 0.00424267 0.00298202 0.00420157 0.00322461 0.00215296 0.00238241
internal_count=3121 3020 2985 2862 2709 2390 2138 1595 1424 252 1253 1218 1119 836 817 805 171 666 641 627 610 461 187 274 245 99 64 162 123 139
is_linear=0
shrinkage=0.00134594


Tree=1387
num_leaves=18
num_cat=0
split_feature=147 484 1 48 4 11 16 0 52 0 0 4 51 13 16 13 1
split_gain=0.000115849 0.000160959 0.000160393 0.000261443 0.000183261 0.000306861 0.000132112 0.000194322 0.000158868 0.000155639 0.000154495 0.00018216 0.0001419 0.000162644 0.00013986 9.34081e-05 1.59813e-05
threshold=0.089025000000000007 -0.0068949999999999992 0.13559000000000002 0.11951500000000001 0.40473500000000007 1.0000000180025095e-35 -0.014034999999999997 -0.10224499999999999 0.090645000000000017 -0.084269999999999984 -0.060129999999999996 -0.49405499999999997 0.081440000000000026 -0.013024999999999998 0.22339500000000004 -0.0087749999999999981 0.094220000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 6 8 -8 9 12 -9 -12 13 -3 -13 -11 -15
right_child=-2 2 -4 -5 -6 -7 7 10 -10 15 11 14 -14 16 -16 -17 -18
leaf_value=-0.0016778387100396864 0.0015945064347036607 -0.0021069156332676336 0.0015348955034410017 -0.002414332484886734 0.001717966681155962 -0.0025794845676420475 0.0025624645462705123 -0.001341910254611062 -0.0019337253706391199 0.0021002647058533126 -0.00070061303998620163 0.0027014519843681696 0.00074654103082594768 -0.00048528071651961457 0.00030760536251474448 4.1247037168931791e-05 0.00034919878740588772
leaf_weight=0.0013837080319647607 0.0010050559945102835 0.0016595062473619389 0.0015205761676896625 0.0010716227978280193 0.0014055130810912966 0.0010877031192040318 0.0010210666294518944 0.0011071897258593533 0.0011907740806118561 0.0010564538098549181 0.0013294693022345427 0.0011844454011793503 0.0015950386237642 0.0011414861318345959 0.001098634595197101 0.0010030555228310858 0.0010103255534410494
leaf_count=492 124 230 162 67 116 148 65 405 430 229 69 61 79 125 86 203 30
internal_value=0 -8.52259e-05 2.78843e-05 -9.96899e-05 4.71618e-05 -0.000104489 8.24927e-05 0.00065094 -0.000294484 -3.30315e-05 0.000237402 0.000721436 -0.000463679 -0.000970157 0.00154952 0.00109745 -9.34732e-05
internal_weight=0 0.0208666 0.0194829 0.0179623 0.0168907 0.0154851 0.0143974 0.00574081 0.00865664 0.00746587 0.00471974 0.00361255 0.00540636 0.00381132 0.00228308 0.00205951 0.00215181
internal_count=3121 2997 2505 2343 2276 2160 2012 686 1326 896 621 216 464 385 147 432 155
is_linear=0
shrinkage=0.00483252


Tree=1388
num_leaves=17
num_cat=0
split_feature=4 11 151 52 484 457 48 43 43 13 0 13 1 52 13 0
split_gain=0.000102331 0.000160789 0.000140096 0.000170925 0.000147932 0.000169468 0.000215289 0.000165169 0.000304866 0.000264271 0.000391418 0.000214388 0.000140392 0.000131295 0.000108248 4.0031e-05
threshold=0.27287000000000006 1.0000000180025095e-35 -0.098364999999999994 0.19022000000000003 0.085515000000000022 -1.0000000180025095e-35 0.093440000000000009 -0.074359999999999996 -0.0037449999999999996 -0.095304999999999987 -0.10011499999999998 0.18141000000000002 0.083345000000000016 -1.0000000180025095e-35 -0.0062949999999999994 -0.076579999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 -4 7 11 -9 12 13 15 -10 -11 -2 -7
right_child=14 -3 3 -5 -6 6 -8 8 9 10 -12 -13 -14 -15 -16 -17
leaf_value=0.0015882114103664845 0.0018778071872882257 -0.0018488858407643158 -0.0019148086981028865 -0.0018979962060752232 0.0014470927434635744 0.00092927137869912432 0.0015176233595614185 -0.0029917421537934688 -7.1715814027020211e-06 -0.0010587524015073005 -0.002871666757772061 -0.00064927218578900386 0.0022294674539897245 0.0012021904754189942 5.8555465824990354e-05 0.0022099896250526016
leaf_weight=0.0010892177340178213 0.0011927627380854677 0.0011088099823080002 0.0010808571468031722 0.0011030149733291519 0.0013778407122471146 0.0011100340723179392 0.0017440909204557995 0.0010296631782236157 0.0014887880839129499 0.0010053403413468054 0.0015111429139019507 0.001786878851483209 0.0010205041900963607 0.0012346842241406355 0.0017278163111423819 0.0010017077641573105
leaf_count=136 207 187 153 313 162 276 163 535 46 37 434 83 50 31 145 163
internal_value=0 -0.000133369 -2.51911e-05 -0.000131732 -5.1551e-06 -0.000147942 -2.76315e-07 -0.000236885 -0.000649586 -0.00026437 -0.0010449 0.000534834 0.000902447 0.000187462 0.000801537 0.00153678
internal_weight=0 0.0186926 0.0175838 0.0164945 0.0153915 0.0140137 0.0129328 0.0111887 0.00729012 0.00626046 0.00375117 0.00389862 0.00250929 0.00224002 0.00292058 0.00211174
internal_count=3121 2769 2582 2446 2133 1971 1818 1655 1133 598 502 522 96 68 352 439
is_linear=0
shrinkage=0.00464487


Tree=1389
num_leaves=17
num_cat=0
split_feature=41 1 0 50 3 2 3 15 12 0 2 1 4 3 52 0
split_gain=0.000104394 0.000109497 0.000170314 0.000142216 0.000132209 0.000178052 0.000161788 0.000188265 0.000376966 0.000193136 0.000106744 0.000204306 0.0002036 0.000198201 9.23326e-05 9.15877e-05
threshold=0.078475000000000017 0.10439500000000002 -0.036484999999999997 0.088425000000000017 -0.11255999999999998 0.10699500000000002 0.090900000000000009 0.088235000000000022 0.084100000000000022 -0.10224499999999999 0.116525 0.13021500000000003 0.09173000000000002 -0.073884999999999992 -0.066844999999999988 0.12113000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 10 4 15 6 7 8 9 -6 12 -12 -3 -14 -8 -1
right_child=-2 2 -4 -5 5 -7 14 -9 -10 -11 11 -13 13 -15 -16 -17
leaf_value=0.0014357598613397849 -0.00096054770426099757 -0.0013890423508109708 0.0015045649964224466 -0.0012759362496804277 -0.00083374412527791649 -0.0014934781454045932 0.00010356675746615637 0.00068519146317287682 -0.0022310803820682497 0.00093485033747121621 0.0018431728470403646 -0.00036270673321481912 0.0015254901758069818 -0.00054393144785977086 0.0015581244613404291 2.3633969642985319e-05
leaf_weight=0.0011663096849332524 0.0013290626867572533 0.0012334214101468177 0.0014122712107649251 0.0012233683908070845 0.0016386643819084057 0.0011543297999243021 0.001114381922348251 0.0017034442559986651 0.0013647641285279705 0.0014353957225434789 0.0010697580505872883 0.0010130107547763889 0.0010369918992410021 0.0012832232225271634 0.0010506851664828787 0.0011116323891711133
leaf_count=103 148 152 158 462 84 215 54 381 744 198 100 118 23 86 37 58
internal_value=0 5.82758e-05 0.000411402 -0.000133738 -1.4711e-05 -0.000198011 -1.8002e-05 -0.000309667 -0.000691455 -7.92002e-06 0.000137496 0.000770284 -0.000233378 0.000380971 0.000809449 0.000746644
internal_weight=0 0.0200117 0.00704868 0.012963 0.0117396 0.00946167 0.00830734 0.00614227 0.00443882 0.00307406 0.00563641 0.00208277 0.00355364 0.00232022 0.00216507 0.00227794
internal_count=3121 2973 637 2336 1874 1713 1498 1407 1026 282 479 218 261 109 91 161
is_linear=0
shrinkage=0.00352023


Tree=1390
num_leaves=17
num_cat=0
split_feature=403 52 1 47 51 1 4 43 51 0 12 12 52 1 48 0
split_gain=9.33996e-05 0.000149393 0.000219741 0.00014216 0.000151391 0.000156178 0.000220951 0.000185891 0.000131553 0.000187542 0.000247319 0.000201193 6.22376e-05 5.663e-05 5.07938e-05 0.000120779
threshold=-1.0000000180025095e-35 -0.24456499999999998 0.13436000000000001 0.087235000000000021 -0.076794999999999988 0.10060500000000001 0.033845000000000007 -0.15582499999999996 0.087505000000000013 -0.14116499999999996 0.088245000000000004 0.090020000000000017 0.096795000000000006 0.11230000000000001 0.10396500000000002 -0.10224499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 -3 7 -7 -6 9 -9 -11 -12 -13 -8 15 -5
right_child=1 2 -4 14 5 6 13 8 -10 10 11 12 -14 -15 -16 -17
leaf_value=-0.0013016448406402703 -0.00125191436567718 -0.0011796853059906224 0.0022935143954578609 -0.0024112597095901165 0.0017610379272067192 0.003236564885618774 -0.0003852489043446612 0.0019620646049748058 -0.0018842433427317838 -0.0018959816860084856 0.0022694558823357232 -0.0012780241180019999 0.00042962964822841707 0.0012511019299382771 -1.1763502914069573e-05 -3.0286017436835668e-05
leaf_weight=0.0013200492214225914 0.0019227010407617531 0.0015344313828583043 0.0012081151397910486 0.0011652944363014228 0.0014766682061413405 0.0011257599264834503 0.0010033158813856913 0.0010946678900562983 0.0010061045250199241 0.0016914484559474186 0.0010623610432567432 0.0010529954550931864 0.0011063737113780059 0.0011444182196309605 0.0011725360851819744 0.0010013310528721444
leaf_count=756 339 286 186 29 86 133 59 61 169 335 89 151 135 99 95 113
internal_value=0 7.96553e-05 0.000223118 7.27802e-05 0.000305661 0.000499399 0.00143237 0.0001397 -0.000201646 8.01307e-05 -0.000339169 0.000478177 -0.000403091 0.000486679 -0.00085469 -0.00131087
internal_weight=0 0.0197685 0.0178458 0.0166377 0.0132985 0.0117641 0.00327349 0.00849062 0.00701395 0.00600785 0.00491318 0.00322173 0.00215937 0.00214773 0.00333916 0.00216663
internal_count=3121 2365 2026 1840 1603 1317 291 1026 940 771 710 375 286 158 237 142
is_linear=0
shrinkage=0.00502775


Tree=1391
num_leaves=15
num_cat=0
split_feature=42 123 484 48 4 457 15 43 133 16 13 0 16 3
split_gain=9.84624e-05 0.000112455 0.000181425 0.000151996 0.000221621 0.000225457 0.000153055 0.000167204 0.000260079 0.000226431 0.000197273 0.000162161 0.000114193 6.60205e-05
threshold=-0.11051499999999999 1.0000000180025095e-35 -0.0068949999999999992 0.12737000000000001 0.40473500000000007 0.080930000000000016 -0.11713499999999999 -0.074359999999999996 0.087285000000000015 0.22339500000000004 -0.095304999999999987 -0.10011499999999998 -0.070454999999999976 -0.10115999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 6 -4 8 13 10 -9 12 -12 -8
right_child=1 -3 3 -5 -6 -7 7 9 -10 -11 11 -13 -14 -15
leaf_value=-0.0011804141041783455 -0.0016992286872284678 0.0013486640664623361 -0.0017937242749969219 -0.0015070376416078655 0.0018564224464856019 0.0014844865093453991 0.0022118500978839657 0.0012498619393451263 -0.0011794999983648028 -0.0019707823780008116 -0.00088932122168474933 -0.0016360774593149434 0.0011215597527686233 0.00079322818924845761
leaf_weight=0.0013807525205217211 0.0012375807894235693 0.0013446162624739235 0.0011138214626399663 0.0011290278228859299 0.0015521879604459823 0.0019454781401178076 0.0013529357821209231 0.0017866748803392314 0.0010391747418537767 0.0015460694311713596 0.0010741558099613968 0.0017043442820926609 0.0012875906985811954 0.0013682990679687581
leaf_count=181 467 253 137 58 183 133 58 120 226 188 49 753 29 286
internal_value=0 7.79885e-05 -1.62133e-05 0.000107035 0.000222587 4.42265e-05 -0.000184078 -2.34165e-05 0.00075847 -0.000420805 -1.13625e-05 -0.000565555 0.000206983 0.00149853
internal_weight=0 0.019482 0.0181373 0.0168998 0.0157707 0.0142185 0.0122731 0.0111592 0.00376041 0.00739884 0.00585277 0.00406609 0.00236175 0.00272123
internal_count=3121 2940 2687 2220 2162 1979 1846 1709 570 1139 951 831 78 344
is_linear=0
shrinkage=0.00455379


Tree=1392
num_leaves=17
num_cat=0
split_feature=3 50 48 2 159 15 151 2 12 49 2 4 15 47 3 2
split_gain=9.45624e-05 0.000151194 0.000168049 0.000332626 0.000184177 0.000162395 0.000174045 0.000179905 0.000192848 0.000233769 0.000157417 0.000140545 0.000178058 0.000115004 0.000105597 9.99178e-05
threshold=0.149315 0.10124500000000002 0.11951500000000001 0.11548000000000001 0.091530000000000014 -0.11713499999999999 -0.086944999999999981 0.10444500000000002 0.088305000000000008 -0.069799999999999987 0.088850000000000012 0.16173500000000005 0.088655000000000025 0.09550500000000002 -0.088084999999999983 0.11389000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 -1 -7 8 9 -8 13 12 14 -11 -10 -2
right_child=15 -3 -4 -5 -6 6 7 -9 11 10 -12 -13 -14 -15 -16 -17
leaf_value=-0.0015592615998147083 0.0020068932937493673 -0.001867341375242213 -0.0018758268748720176 0.0022872729261745441 -0.0020173444229689024 0.0019881430188644382 -0.0023961517658823072 -0.0016359463972822283 0.0024031621135151295 -0.0012061170564133714 0.0013491596760639357 0.0025862016086957177 -0.0010760643937507669 0.00077805277893489531 0.00028220236683731064 -9.4789187265341854e-05
leaf_weight=0.0013292133106152489 0.0010639897339244078 0.0010833424139343453 0.0010554637715172168 0.0014941359434634807 0.0010894876704014853 0.0011744754573581604 0.0010422824172060556 0.0013299516825028288 0.0010804917772380129 0.0019655189406737892 0.0016244271797380971 0.0010291162894640049 0.0010719333323628844 0.0010448176642592344 0.0011127543124664629 0.0010491950107520687
leaf_count=201 54 358 66 261 217 131 109 198 114 555 119 32 341 21 230 114
internal_value=0 -0.000115582 -6.7911e-06 0.000113579 -0.000104475 4.64889e-05 0.000217571 3.35664e-05 0.000256242 -0.000328265 0.000136768 0.00102896 0.000538148 -0.000517458 0.00132708 0.000963409
internal_weight=0 0.0185274 0.0174441 0.0163886 0.0148945 0.013805 0.0124758 0.0113013 0.00997134 0.00567705 0.00463476 0.0042943 0.00326518 0.00301034 0.00219325 0.00211318
internal_count=3121 2953 2595 2529 2268 2051 1850 1719 1521 804 695 717 685 576 344 168
is_linear=0
shrinkage=0.00483252


Tree=1393
num_leaves=31
num_cat=0
split_feature=14 457 1213 1429 1375 33 10 1374 457 15 1 151 4 158 130 13 49 12 376 159 1 43 42 4 0 16 4 14 2 0
split_gain=0.000608229 0.000623167 0.000628158 0.000603399 0.000604079 0.000566745 0.000729579 0.000480565 0.000492194 0.000456366 0.000810156 0.000553442 0.000642019 0.000558674 0.000526362 0.000793573 0.000555273 0.000548715 0.000538062 0.000608699 0.000443673 0.000435856 0.000588883 0.000968733 0.00047992 0.000653017 0.000390513 0.000302887 0.000231901 0.000151381
threshold=0.076175000000000007 -0.14941999999999997 -1.0000000180025095e-35 -1.0000000180025095e-35 0.079730000000000009 -0.0066799999999999993 -1.0000000180025095e-35 -0.094929999999999987 0.080930000000000016 0.091915000000000011 0.11634000000000001 -0.24462999999999999 0.27834500000000006 1.0000000180025095e-35 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.088694999999999982 -0.092484999999999984 0.11430500000000002 -0.032739999999999991 0.086105000000000015 -0.17390999999999998 0.086325000000000013 0.071150000000000005 0.15398500000000004 0.19444000000000003 0.0061450000000000003 -0.45687499999999998 0.090425000000000019 -0.23051499999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 5 -5 -7 -8 9 11 -11 -9 13 14 15 -13 -16 -18 19 -19 -10 -21 24 -24 25 26 28 -14 -23 -22
right_child=-2 2 3 4 -6 6 7 8 20 10 -12 12 27 -15 16 -17 17 18 -20 21 29 22 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0011135092014378186 -0.00090281135278080641 -0.00087256425204249336 -0.0010002533139770538 -0.00089545953034516799 -0.00098158927041301874 0.0011030101653154976 -0.00072305615888799946 -0.00080813517539661355 3.9676597191347717e-06 -0.0010569180026047647 0.00042981402014473157 0.00045709399461537964 0.00023069436629267714 -0.00089668822964439853 -0.00074268038765260827 -0.0011813044023450724 -0.00060987727140693598 -0.000548923496654203 -0.00062695144077670078 0.0010633021272855336 0.0005667272909597494 0.00055118779092137014 -0.0012016821418272571 0.00064234538063265181 0.0013949676148254395 -0.00048839962783059094 3.5193379252027549e-05 0.0011511248937963823 0.0012311636479255526 0.0012825696679915821
leaf_weight=0.0010019724117320541 0.0014413054721611465 0.0015703876361635718 0.0010797478761345172 0.0011019324063372684 0.001056286186576604 0.0014326288641579579 0.0013918208598866491 0.0012114493910218007 0.0015610429170003206 0.0018021431460182305 0.0011954917397360987 0.001005549459437538 0.0011786754581368797 0.0010978595328921528 0.0011066051513282096 0.0013688196884551465 0.0012434369935174694 0.0011368594819634046 0.0010104318701280599 0.0023600916632204845 0.0010358676933321931 0.0020995927216782666 0.0010698170045345687 0.0011690990405428536 0.0011885332876317989 0.001239069348118349 0.0015238000880684055 0.0017300761146751267 0.0018501268551593952 0.0013142257913325572
leaf_count=38 101 476 153 34 126 134 49 46 73 291 17 103 48 164 61 49 37 213 13 37 29 167 179 31 13 107 47 159 58 68
internal_value=0 2.30462e-05 -4.87546e-06 3.14017e-05 6.19358e-05 9.30511e-05 0.000124787 8.21779e-05 0.000117759 5.18496e-05 -0.000463992 0.000114733 0.000162556 7.50792e-05 0.000130152 -0.00048744 0.000216423 0.000283213 0.000359029 0.000432085 0.000582653 0.000521306 0.000395156 -0.000238783 0.000574793 0.000429573 0.000637379 0.000778151 0.000869702 0.000967043
internal_weight=0 0.0401334 0.0391315 0.0375611 0.0364813 0.035425 0.0343231 0.0328905 0.0314987 0.0275875 0.00299763 0.0245899 0.0233784 0.0204697 0.0193718 0.00237437 0.0169975 0.0158909 0.0146474 0.013637 0.00391114 0.0125001 0.01014 0.00223892 0.00790112 0.00671259 0.00547352 0.00290875 0.00394972 0.00235009
internal_count=3121 3020 2982 2506 2353 2227 2193 2059 2010 1840 308 1532 1486 1279 1115 152 963 902 865 852 170 639 602 210 392 379 272 207 225 97
is_linear=0
shrinkage=0.00140032


Tree=1394
num_leaves=15
num_cat=0
split_feature=2 13 16 16 2 43 0 0 52 0 15 403 52 12
split_gain=9.45919e-05 0.000158373 0.000147073 0.000263357 0.000137662 0.000132132 0.000148357 0.000166202 0.00021081 0.000173406 0.000283298 0.0001977 0.000168068 0.000103007
threshold=0.10005000000000001 -0.08971999999999998 -0.50690499999999983 0.071345000000000006 0.116525 0.08845500000000002 -1.0000000180025095e-35 -0.10607499999999999 -0.0064899999999999992 -0.084804999999999978 -0.10091499999999999 0.03138500000000001 -0.020999999999999994 0.095780000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 13 -3 4 -4 6 7 8 -1 10 -9 12 -11 -2
right_child=1 2 3 -5 -6 -7 -8 9 -10 11 -12 -13 -14 -15
leaf_value=-0.00047616934821650709 0.0019537509416601324 -0.0016104399318900581 0.00023838839816528329 -0.0012852717417883395 0.0021989099291586504 -0.0015015628291353564 0.0013844328335884083 -5.5785620940396678e-05 0.0016967299126408699 0.0001692048339767671 -0.0032617358769173213 0.0015443674421360559 -0.0019398271755002351 0.00015004290399421404
leaf_weight=0.0019695360048377353 0.0016469231789522087 0.0010019790070954215 0.0017249783071189295 0.0014308589941300354 0.001217878434653763 0.0014746204941263616 0.0012277708528557188 0.0010654078694447289 0.0016235229020264991 0.0017872622063347821 0.0011342827895854408 0.0010236743562043182 0.0013015866699088129 0.0010231098290187646
leaf_count=96 161 89 193 263 156 201 144 115 134 242 576 121 593 37
internal_value=0 0.00037383 -6.76098e-05 0.000285839 0.00104974 -0.000245747 -7.94089e-05 -0.000260854 0.000505655 -0.000697168 -0.00170895 -0.000155989 -0.000719504 0.0012626
internal_weight=0 0.00804573 0.00537569 0.00437372 0.00294286 0.0126077 0.011133 0.00990527 0.00359306 0.00631221 0.00219969 0.00411252 0.00308885 0.00267003
internal_count=3121 899 701 612 349 2222 2021 1877 230 1647 691 956 835 198
is_linear=0
shrinkage=0.0044645


Tree=1395
num_leaves=31
num_cat=0
split_feature=14 457 3 124 483 3 48 4 133 160 159 160 457 42 403 1 2 52 401 0 33 1374 130 2 1 16 3 4 42 0
split_gain=0.000527934 0.000663024 0.000575086 0.000583051 0.000531262 0.00052407 0.000508857 0.000466111 0.000417213 0.000475137 0.000433584 0.000499389 0.00107578 0.000653888 0.000581204 0.0004891 0.000689399 0.000494855 0.000544107 0.000564709 0.00059629 0.000522626 0.000428165 0.000373589 0.000284085 0.000263099 0.000247087 0.000279665 0.000442464 0.000202784
threshold=0.076175000000000007 -0.15747999999999998 0.30112000000000005 -0.043384999999999993 0.086625000000000021 -0.20241999999999996 -0.080454999999999985 -0.35136499999999998 -0.25159999999999993 -0.40698999999999991 0.091530000000000014 -0.027994999999999996 -0.0029299999999999994 -0.11051499999999999 -1.0000000180025095e-35 0.122185 0.113445 -0.11592499999999999 1.0000000180025095e-35 0.089620000000000019 -1.0000000180025095e-35 -0.094929999999999987 -1.0000000180025095e-35 0.097845000000000015 0.10089500000000001 1.0000000180025095e-35 0.090900000000000009 -0.082109999999999975 0.088200000000000014 -0.11991499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 25 5 7 -7 -5 -8 -10 11 29 -13 -14 -15 16 17 -16 19 20 -19 -22 -23 -12 26 -3 27 -24 -29 -11
right_child=-2 2 -4 4 -6 6 8 -9 9 10 23 12 13 14 15 -17 -18 18 -20 -21 21 22 24 -25 -26 -27 -28 28 -30 -31
leaf_value=0.0010341494742555474 -0.00081646992488541045 0.00019037000900714389 0.00078282982990704377 -0.00011208719166935007 -0.00088713990416062702 -0.00093839320997264857 -0.00084930154680906396 0.001048039288959606 -0.0008875384694083001 0.00095384591118792019 -0.0010864064145900674 -0.00117842728525058 -0.00076286418337901719 -0.00066284079546468223 -0.00066270260552086808 0.00076461348092125034 -0.0007201727498145499 -0.000400722178281924 -0.00060056122090680001 -0.00032610267038700561 -0.00030627215568564874 -0.00012137519989601848 0.00091447933427667258 -1.7186914328114934e-05 0.0012421143780001925 0.0010616987642710469 0.0011402186464918502 -0.00017025810582040459 0.00081862563407162942 0.00023421972994919367
leaf_weight=0.0010141631100530893 0.0013657065655490177 0.001345877296598629 0.0014197724824960281 0.0010557285242391856 0.0013711464452301749 0.0011929102156020823 0.0011270746353256858 0.0012851771942390391 0.0010840460408818578 0.0012143369748400801 0.0011268742795344502 0.0012861506662056313 0.0015800429016804554 0.0015410487569846301 0.0010935025492746471 0.0020221645132199031 0.001587147148994549 0.0012769679364197381 0.001179659192734662 0.0019418955595966745 0.0010864970154216289 0.0010678420515510831 0.0016907149431339879 0.0010626358292218363 0.001577688574073477 0.0010191521021755134 0.0012383178331845102 0.0017416218614444545 0.0013397840422140206 0.0014236667675873163
leaf_count=35 101 161 123 76 267 67 160 47 203 15 110 83 92 560 121 71 86 20 103 18 18 51 41 58 34 65 22 76 70 167
internal_value=0 1.48408e-06 -2.53837e-05 -5.59345e-05 -9.77174e-05 -6.57156e-05 -0.000109626 0.000524832 -7.69865e-05 -4.71381e-05 -1.46922e-05 3.20587e-05 -2.8462e-05 3.8874e-05 0.000101017 0.000163486 9.12229e-05 0.000175755 0.000240592 0.000317148 0.000430505 0.000539456 0.000645612 -0.000567482 0.000753546 0.000565848 0.000625301 0.000491685 0.000259705 0.000565481
internal_weight=0 0.0399936 0.0389794 0.0375597 0.0351946 0.0338235 0.0314826 0.00234091 0.0302897 0.0291626 0.0280786 0.025889 0.023251 0.0219649 0.0203849 0.0188438 0.0168216 0.0152345 0.014141 0.0129613 0.0110194 0.00974247 0.00865597 0.00218951 0.00758813 0.00236503 0.00601044 0.00477212 0.00308141 0.002638
internal_count=3121 3020 2985 2862 2636 2369 2246 123 2179 2019 1816 1648 1466 1383 1291 731 660 574 453 350 332 312 294 168 243 226 209 187 146 182
is_linear=0
shrinkage=0.00129368


Tree=1396
num_leaves=31
num_cat=0
split_feature=14 33 10 1213 1429 1365 484 403 133 1374 480 376 376 159 16 13 484 43 16 43 2 16 13 160 3 0 52 0 151 43
split_gain=0.000607999 0.000605708 0.000931767 0.000546938 0.000573957 0.000573271 0.000449542 0.000615312 0.000459282 0.000450595 0.000453882 0.000481832 0.000533479 0.000414368 0.000553274 0.000573953 0.000411744 0.00037466 0.00103767 0.00084296 0.000542394 0.000727076 0.000428832 0.000482376 0.000427741 0.000371355 0.000398878 0.000359677 0.000331725 0.000240023
threshold=0.076175000000000007 -0.0066799999999999993 -1.0000000180025095e-35 -1.0000000180025095e-35 -1.0000000180025095e-35 1.0000000180025095e-35 0.08660000000000001 -1.0000000180025095e-35 -0.25159999999999993 -0.094929999999999987 0.084710000000000021 0.11430500000000002 0.048375000000000008 0.091005000000000016 0.41553500000000004 0.24394000000000002 0.091880000000000003 -0.17390999999999998 0.15891500000000003 -0.088704999999999992 0.12595500000000001 -0.16927999999999996 -0.099939999999999987 -0.030779999999999998 -0.074939999999999993 -0.14649999999999996 -0.078224999999999975 -0.043914999999999989 -0.0083949999999999979 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 -5 6 7 -6 -9 -10 11 12 13 14 15 17 -8 -11 19 -19 22 -22 -21 -24 29 26 -26 -20 -28 -25
right_child=-2 2 3 4 5 -7 16 8 9 10 -12 -13 -14 -15 -16 -17 -18 18 27 20 21 -23 23 24 25 -27 28 -29 -30 -31
leaf_value=-0.0010109601858654242 -0.00096917499007849039 0.0011600853219583735 -0.00079298186882289937 -0.0010068196583023271 -0.00092294173895302034 -0.0010165166362853012 0.0013032416720445978 -0.00083615476582546866 -0.00064967714254614728 0.00083696943615956627 -0.00077480145430539819 -0.00068394817679264008 0.0011437274599879028 -0.00055967064114461804 0.0011130065198892919 -0.00073250698953311838 0.00012757779174097099 -0.00083141979671274668 -6.3440958233661624e-05 0.0011736050291295363 -0.001116081066821716 0.00057715626633303397 -0.00048344359578849695 0.0010893209100746627 -0.00022532335551475534 -0.00032360336787919022 0.00028309243015016628 -0.001188700686016154 0.0014011208764644792 0.00029643826232409045
leaf_weight=0.0012060488059422161 0.0014029644657655984 0.0015086022824875025 0.0017922396408579502 0.0010962434720829242 0.0013265559565558962 0.0010131339165031497 0.0012039339413458796 0.0010941613615060844 0.001511113037793165 0.002057555466613791 0.0010450483995136919 0.0012376884199696283 0.0013341078437231193 0.0014430085715494969 0.0014600566286819818 0.0013524832574254289 0.0013316545219943521 0.0012413549241649937 0.0010663522756815258 0.001910764372251344 0.0010563106243641762 0.0010975507501593809 0.0011136513641834033 0.0030362943070745153 0.0010322014250334632 0.0016405432433327562 0.0010768454886544987 0.0013873229459591121 0.0011810991159109108 0.0011054178688865157
leaf_count=34 101 139 477 151 439 62 48 150 31 41 159 20 63 186 78 37 170 90 61 57 36 24 160 108 18 61 34 23 22 41
internal_value=0 6.19353e-06 3.70523e-05 -7.24695e-06 3.13849e-05 6.35751e-05 9.54383e-05 4.83766e-05 9.06492e-05 0.000125157 0.00016716 0.000203849 0.000246784 0.000197456 0.000245342 0.000186021 0.0006858 0.000248125 0.000180612 0.000320034 0.000420335 -0.000253252 0.000540268 0.000421463 0.000532542 0.000242612 0.00052494 -0.00069967 0.000867917 0.000877702
internal_weight=0 0.0409593 0.0397533 0.0382447 0.0364525 0.0353562 0.0343431 0.0318075 0.0304809 0.0293868 0.0278757 0.0268306 0.0255929 0.0242588 0.0228158 0.0213557 0.00253559 0.0200033 0.0179457 0.015492 0.0142507 0.00215386 0.0120968 0.0101861 0.0090724 0.00493069 0.00329015 0.00245368 0.00225794 0.00414171
internal_count=3121 3020 2986 2847 2370 2219 2157 1939 1500 1350 1319 1160 1140 1077 891 813 218 776 735 651 561 60 501 444 284 135 74 84 56 149
is_linear=0
shrinkage=0.00145689


Tree=1397
num_leaves=16
num_cat=0
split_feature=41 2 48 457 1 42 14 160 4 12 43 15 3 2 42
split_gain=0.000105729 9.98305e-05 0.000103386 0.000120491 0.000140566 0.000141837 0.000158566 0.000165074 0.00021985 0.000188105 0.000188951 0.000181543 0.000244845 0.000252506 9.04522e-05
threshold=0.078475000000000017 -0.0091949999999999983 -0.075804999999999984 -0.0029299999999999994 0.14000500000000002 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.090969999999999981 -0.49405499999999997 0.092355000000000007 -0.05647499999999999 0.040760000000000005 0.12178000000000001 0.089885000000000007 -0.092814999999999981
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 5 14 -7 -8 -9 10 -10 12 13 -12 -5
right_child=-2 2 3 4 -6 6 7 8 9 -11 11 -13 -14 -15 -16
leaf_value=0.0011069403474332593 -0.00109972259746682 -0.0011768631753372601 -0.0010940872407439557 -0.00013255674389528159 0.0014969782076231025 -0.0011709825661276893 -0.0011554290080636976 -0.0011198841529976703 0.0020588660946870775 -0.00038322834671048161 0.00030829651640135761 -0.00058109713761010737 -0.00051777824246061104 0.002727382817105928 -0.0017507718882176491
leaf_weight=0.0013495988429632335 0.001302914064500448 0.0011208575003447399 0.0013010882679969074 0.0011829113674429181 0.0011478746267636333 0.0011697254015917711 0.0010255263065864226 0.0011531105354425338 0.0019642818047388155 0.0019320533970789144 0.0011832773644752728 0.0014414428098096232 0.0010973606724471452 0.0015884783309971784 0.0010032979487702961
leaf_count=158 148 115 222 237 86 87 278 110 317 390 39 267 59 71 537
internal_value=0 6.63996e-05 -1.02915e-05 6.57718e-05 0.000160746 5.66977e-05 0.000218965 0.000361765 0.00051195 0.000716328 0.00100835 0.000619781 0.00106717 0.00169466 -0.00087519
internal_weight=0 0.0196609 0.0183113 0.0171904 0.0158893 0.0147415 0.0125553 0.0113855 0.01036 0.00920689 0.00727484 0.00531056 0.00386912 0.00277176 0.00218621
internal_count=3121 2973 2815 2700 2478 2392 1618 1531 1253 1143 753 436 169 110 774
is_linear=0
shrinkage=0.00396435


Tree=1398
num_leaves=31
num_cat=0
split_feature=14 33 10 1213 1429 1374 1365 128 133 160 4 42 376 484 1374 1 43 16 151 151 4 151 15 13 2 52 2 1 0 133
split_gain=0.000609095 0.000544771 0.000782861 0.000511899 0.000528836 0.000536063 0.000546577 0.000490923 0.000512735 0.000574903 0.000647205 0.000556139 0.000787928 0.000505159 0.000491276 0.000457537 0.000728401 0.000751942 0.000723208 0.000515307 0.000436452 0.000609079 0.000452934 0.000412353 0.000393846 0.000425869 0.000390848 0.000320321 0.000582455 0.000162779
threshold=0.076175000000000007 -0.0066799999999999993 -1.0000000180025095e-35 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.094929999999999987 1.0000000180025095e-35 0.086435000000000012 -0.25159999999999993 -0.40698999999999991 -0.52556499999999995 -0.39990999999999993 0.088055000000000008 -0.0068949999999999992 0.087855000000000016 1.0000000180025095e-35 0.016310000000000002 -0.084119999999999986 0.061780000000000009 -0.16145499999999999 0.26790000000000008 -1.0000000180025095e-35 -0.10203999999999998 -0.0097949999999999982 0.10222000000000002 0.083680000000000018 0.10559 0.13021500000000003 -0.083674999999999986 0.086910000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 -5 -6 7 8 -7 -10 -11 -12 13 26 15 16 17 -15 19 -17 21 -21 -23 -18 25 -19 -13 28 -24 -27
right_child=-2 2 3 4 5 6 -8 -9 9 10 11 12 -14 14 -16 18 23 24 -20 20 -22 22 27 -25 -26 29 -28 -29 -30 -31
leaf_value=-0.00095979238258695409 -0.00092138215099791154 0.0010423555419098818 -0.00075983803884115792 -0.00091801615273802114 -0.00073156972415374646 -0.00073672082928401142 -0.00094107083209773144 -0.00069526568483665552 -0.00080544121900100673 -0.00071096333162233268 -0.00071361828126892076 -0.0010034927214359001 0.0014560341222268174 -0.0010300936712180559 -0.00060967316292055837 -0.0003210486056325234 0.001139539654816399 -0.00022220496577145227 -0.00059421270641777887 0.0012304426753137916 0.0013793141248492739 -0.00027660785909200522 0.00083403556284421493 -9.6724887440246825e-06 -0.00061541158906128939 0.0011026762438297625 0.0002013654722649049 0.0012554110679544898 -0.00030773272616164824 0.00032908537475699525
leaf_weight=0.0011593310136941417 0.001494198131590351 0.0016298882700962461 0.0017431860558471115 0.0011663870672229395 0.0016553535644909792 0.0012329146905264423 0.0010065157262557625 0.0014034755060559059 0.0011164843599180676 0.0013921316824507734 0.001091940433070703 0.001071647977662237 0.0012947483534994078 0.001485490798529554 0.0010722869102650625 0.0010255264187719612 0.0019640637870690369 0.0015572892892739068 0.0010433856789173754 0.0025835838499670425 0.0019784827375212153 0.0016058404643217632 0.0025461170772871251 0.0010001900709966094 0.001110083099802317 0.0013068852844391188 0.0012243747228564139 0.0012378994633763796 0.001511197477553702 0.0010342269331795606
leaf_count=34 101 139 477 151 51 120 62 144 167 28 8 296 52 170 40 36 62 165 45 89 167 22 52 20 66 35 71 14 169 68
internal_value=0 2.51e-05 5.28871e-05 1.2019e-05 4.76909e-05 7.85068e-05 0.000116933 0.000148355 0.000184801 0.000221153 0.000259185 0.000306169 0.000346438 0.000291934 0.000354235 0.000399193 0.000153357 -0.000119799 0.00057102 0.000668371 0.000756887 0.00062705 0.000401155 0.000751776 0.00015019 0.000368198 -0.000360991 0.000606695 0.00040877 0.000760929
internal_weight=0 0.0422509 0.0410916 0.0394617 0.0377185 0.0365521 0.0348968 0.0338903 0.0324868 0.0312539 0.0301374 0.0287453 0.0276533 0.0263586 0.0240625 0.0229903 0.00945823 0.00649398 0.013532 0.0124886 0.0114631 0.00948464 0.00690105 0.00296425 0.00500848 0.0038984 0.00229602 0.00529521 0.00405731 0.00234111
internal_count=3121 3020 2986 2847 2370 2219 2168 2106 1962 1842 1675 1647 1639 1587 1220 1180 586 504 594 549 513 346 257 82 334 268 367 235 221 103
is_linear=0
shrinkage=0.00145689


Tree=1399
num_leaves=17
num_cat=0
split_feature=2 159 2 0 52 52 2 3 4 1 47 52 151 3 4 4
split_gain=0.000101528 0.000156693 0.000155223 0.000200056 0.000133514 0.000123831 0.000175969 0.000289687 0.00011423 0.000103914 0.000231697 0.000155078 0.000257595 0.000196718 0.000122676 0.000204689
threshold=0.10005000000000001 0.078675000000000009 0.095195000000000016 -1.0000000180025095e-35 0.15116000000000002 0.10473500000000001 0.11215000000000001 0.11296500000000002 -0.050494999999999991 0.13075500000000004 0.096175000000000024 -0.088204999999999992 -0.024429999999999997 -0.08824499999999999 0.053180000000000012 -0.016959999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 3 9 5 6 8 -8 -2 10 11 -1 -13 -14 15 -15
right_child=1 -3 -4 -5 -6 -7 7 -9 -10 -11 -12 12 13 14 -16 -17
leaf_value=-0.0017418699234350229 7.9209460372838206e-05 0.002077640191510576 -0.0020935940007624728 0.0018367398348688344 -0.0014322054388914592 0.0019701183700005379 0.00084974906795999268 -0.0021890488623608896 0.0023560485083658684 0.00095658362932093141 -0.0025765179347652096 0.0018050851273626448 -0.0022110911464949135 0.00057382590425190927 0.0012722845668467937 -0.0019996466185912914
leaf_weight=0.001318284515728952 0.0010490855683666922 0.0011383457784574502 0.0010094376630093169 0.0011067033109296289 0.0010637910009685392 0.0010082611646056172 0.0014871128531167566 0.0014439574671474276 0.0010100169467211206 0.0013045892939655404 0.0011060010110023341 0.0015469567783265052 0.0011434863048968881 0.001730213939937001 0.0013172149432065794 0.0012383754910870364
leaf_count=263 92 189 175 132 108 56 234 85 135 55 175 179 314 632 75 222
internal_value=0 0.000413804 -0.000274712 -0.00011927 0.000145613 0.000425431 0.000113328 -0.000647279 0.00119603 -0.000321484 -0.000498852 -0.000221814 6.54273e-05 -0.00043025 4.48925e-05 -0.000499723
internal_weight=0 0.00820057 0.0128213 0.0118118 0.00706223 0.00599843 0.00499017 0.00293107 0.0020591 0.0107051 0.00940053 0.00829453 0.00697625 0.00542929 0.0042858 0.00296859
internal_count=3121 899 2222 2047 710 602 546 319 227 1915 1860 1685 1422 1243 929 854
is_linear=0
shrinkage=0.00483252


Tree=1400
num_leaves=16
num_cat=0
split_feature=42 151 1 15 47 4 3 52 12 0 4 3 52 1 13
split_gain=0.000101584 0.000115385 0.000140717 0.000308197 0.000136372 0.000117733 0.000177217 0.00013355 0.000118156 0.00021118 0.000124167 0.00022185 0.000169853 0.000141502 8.43506e-05
threshold=-0.11051499999999999 0.086470000000000005 0.12337000000000002 0.091915000000000011 0.10904500000000002 -0.51843499999999987 0.13524500000000003 -0.088204999999999992 0.092355000000000007 -0.060129999999999996 -1.0000000180025095e-35 -0.078934999999999991 -0.066844999999999988 0.094465000000000007 -0.059629999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 -2 7 -7 9 10 11 -9 -12 -14 -4
right_child=1 -3 14 -5 -6 6 -8 8 -10 -11 12 -13 13 -15 -16
leaf_value=-0.0011196641881691949 -0.0012039698849916618 0.0014533604346486113 0.0019195258383061049 -0.0022535937178690584 -0.0014543841507177876 -0.0010584589564126435 0.0018005282960305809 -0.0003679720004339827 -0.00084784478279434285 0.002203132594398876 -0.0017789292374518705 0.001903540459476773 -0.00068331713322021537 0.001116769339174415 0.00019035591598383432
leaf_weight=0.0014041124692787113 0.0011062158710153343 0.0010582288727211111 0.0010299047228916336 0.001176733964425635 0.0010637540021238854 0.0016049687461285175 0.0012348719234496217 0.0014798233267058489 0.0014732153423769592 0.0011221018437898083 0.0010418605648698787 0.0017026889506834841 0.0016119612121714977 0.0016045440700708236 0.0010481232343812754
leaf_count=181 49 106 152 433 107 435 57 676 282 83 36 129 180 99 116
internal_value=0 7.56722e-05 -3.99167e-06 -0.000138663 2.67436e-05 0.000139426 0.000254841 9.08775e-05 0.000274677 0.000467801 0.000206109 0.000847319 -0.000273103 0.000214651 0.00104736
internal_weight=0 0.019359 0.0183008 0.0162227 0.015046 0.0139823 0.012876 0.0116412 0.0100362 0.00856298 0.00744088 0.00318251 0.00425837 0.00321651 0.00207803
internal_count=3121 2940 2834 2566 2133 2026 1977 1920 1485 1203 1120 805 315 279 268
is_linear=0
shrinkage=0.00429114


Tree=1401
num_leaves=18
num_cat=0
split_feature=50 47 4 1 4 42 2 42 1 0 403 0 52 12 1 52 2
split_gain=9.03626e-05 0.000169762 0.00017963 0.000195661 0.000144758 0.000199595 0.000182781 0.00018494 0.000166417 0.000119725 0.000189726 0.00017176 0.000103863 0.000112297 9.19165e-05 8.17858e-05 1.60303e-05
threshold=0.10647500000000001 0.13148500000000005 0.24564500000000003 0.111945 0.055260000000000011 0.088380000000000014 0.10912000000000001 0.092395000000000019 0.094385000000000011 -0.084804999999999978 0.03138500000000001 -0.11991499999999998 -0.031059999999999997 0.091475000000000015 0.086720000000000005 -1.0000000180025095e-35 0.10882500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 16 6 -6 7 8 9 11 12 14 -11 -14 -1 -8 -4
right_child=-2 -3 3 -5 5 -7 15 -9 -10 10 -12 -13 13 -15 -16 -17 -18
leaf_value=0.001068459132776408 -0.0013998443560887229 -0.0018063111857342393 0.00074133213915108295 0.0028288926839169213 -0.0023655447309528592 0.00053948032139431606 0.00061159547206430999 -0.002096593734619305 0.0017061109628454855 0.0010675027716783366 0.0022156563599944564 -0.0022078055367601821 0.00028627442427857472 -0.0020771364299388253 -0.00097935913354201508 0.0025133050916756887 -0.00015774040476477307
leaf_weight=0.001099566718480105 0.0011110256310042635 0.0011419038446263121 0.0010019855051097695 0.0012453045109087624 0.0014350283130782635 0.0010248113141549386 0.0012907191518332084 0.0010616192511638542 0.0014144806854569092 0.0010385372641611157 0.0010898833032544353 0.0014104441203570128 0.0010238247084302099 0.0010090911938782643 0.0011168177223015441 0.0010261358127262596 0.0010032275408464741
leaf_count=78 333 37 87 244 145 94 173 272 215 161 103 553 328 117 41 83 57
internal_value=0 7.44325e-05 0.000191844 0.00126361 -3.97766e-05 -0.00115526 0.000178321 -0.000109595 0.000119626 -0.00016851 0.000413454 -0.000836243 -0.000226044 -0.000886867 3.65805e-05 0.00145386 0.000291517
internal_weight=0 0.0194334 0.0182915 0.00325052 0.015041 0.00245984 0.0125811 0.0102643 0.00920265 0.00778817 0.00416134 0.00362683 0.00307145 0.00203292 0.00221638 0.00231685 0.00200521
internal_count=3121 2788 2751 388 2363 239 2124 1868 1596 1381 709 672 606 445 119 256 144
is_linear=0
shrinkage=0.00502775


Tree=1402
num_leaves=31
num_cat=0
split_feature=14 457 3 124 33 10 457 484 1374 457 1213 1213 402 52 39 42 43 160 49 15 16 130 52 3 0 16 1 156 1 51
split_gain=0.000705792 0.000691711 0.000565648 0.000700943 0.000705976 0.000703957 0.000620127 0.000595574 0.000537119 0.000544102 0.000474706 0.000497866 0.00050979 0.000489741 0.000493073 0.000925451 0.000567163 0.000569255 0.000647566 0.00056243 0.000578656 0.000640337 0.00064094 0.000647787 0.000391855 0.000377758 0.000291196 0.00021671 0.000212881 0.000195452
threshold=0.076175000000000007 -0.15747999999999998 0.30112000000000005 -0.043384999999999993 -0.0066799999999999993 -1.0000000180025095e-35 -0.072694999999999996 -0.0068949999999999992 -0.094929999999999987 0.080930000000000016 -0.080769999999999995 0.04198000000000001 0.081585000000000019 -0.40306999999999998 0.11593500000000001 -0.11051499999999999 0.24789500000000006 -0.24498999999999996 0.18307500000000002 0.091915000000000011 -0.50992999999999988 -1.0000000180025095e-35 -0.0064899999999999992 -0.10831999999999999 -0.033209999999999996 0.0039400000000000008 0.086105000000000015 0.091155000000000014 0.10471500000000002 0.078435000000000019
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 25 -5 -6 -7 28 -9 10 -10 12 13 -12 15 -15 17 -17 19 20 -19 -22 23 -23 29 -3 -11 -25 -8 -24
right_child=-2 2 -4 4 5 6 7 8 9 26 11 -13 -14 14 -16 16 -18 18 -20 -21 21 22 24 27 -26 -27 -28 -29 -30 -31
leaf_value=0.0011732037279136552 -0.0010363005593564227 0.00022643084060236553 0.0009048577111647547 -0.0012764988334727089 0.0010061292998622437 -0.0010510305536880378 -0.0012732192137165075 -0.00082328883904364504 -0.0010201740241110361 0.00014702468184146138 -0.00076148738252289122 -0.00090170472300233717 0.0010341645274136693 -0.001202013606277443 0.00098138891714795451 -0.00090739886134583571 -0.00094658183940083958 0.001338239903830789 -0.00090438140114890424 -0.0005350999201873981 -0.00052553680526184674 0.00069692290672604342 0.00070087558622074643 -0.00093782906123007716 0.00018393278440786742 0.0013610840495276936 0.0010753385283371196 -6.8735204531233474e-05 -0.00034257476632235329 0.0013286403277572769
leaf_weight=0.0010582273807102629 0.0014137398452547236 0.0015539417185076445 0.001358257955425878 0.0010557963438770903 0.0012505043720194555 0.0014151841033682713 0.0010711182181156733 0.0016590132809177751 0.0010013096534664525 0.0013757212280509626 0.0016547470227971052 0.0012320573244091184 0.0010630826028567011 0.0012590061612094408 0.0011682291611707632 0.0010277843095427555 0.0010660980184624682 0.0011999561498097057 0.0010437550006656684 0.0016227009057652167 0.0018038922696304036 0.0014429010261665098 0.0038245053342042942 0.0013098179095170021 0.0026145076899173761 0.001039335713507894 0.0014983843248241868 0.0011381258094118607 0.0010170907800102214 0.0014524821054378023
leaf_count=35 101 167 123 22 54 167 331 48 295 53 233 224 102 58 27 161 99 20 31 134 83 25 174 76 38 59 62 44 49 26
internal_value=0 1.01609e-05 -1.9698e-05 -5.12021e-05 -0.000102165 -6.79259e-05 -0.000106343 -6.64901e-05 -1.64759e-05 2.84421e-05 -3.5877e-05 2.14179e-06 4.72418e-05 2.83863e-06 6.03966e-05 8.683e-06 8.66649e-05 0.000146271 0.000208321 0.000279099 0.000368453 0.0002828 0.000406557 -7.73672e-05 0.000645153 0.000681178 0.000630991 -0.00053376 -0.000819936 0.000873667
internal_weight=0 0.0422775 0.0412193 0.039861 0.0372678 0.036212 0.0349615 0.0335463 0.0314581 0.0297991 0.026925 0.0259236 0.0246916 0.0236285 0.0219738 0.0208055 0.0195465 0.0184804 0.0174526 0.0164089 0.0147862 0.0135862 0.0117823 0.00389084 0.0078915 0.00259328 0.00287411 0.00244794 0.00208821 0.00527699
internal_count=3121 3020 2985 2862 2636 2614 2560 2393 2013 1965 1850 1555 1331 1229 996 969 911 812 651 620 486 466 383 145 238 226 115 120 380 200
is_linear=0
shrinkage=0.00145689


Tree=1403
num_leaves=31
num_cat=0
split_feature=14 1374 1429 1213 33 10 457 454 11 4 158 150 1213 13 13 1 151 160 42 133 52 42 15 43 42 13 15 16 0 0
split_gain=0.000576853 0.000581215 0.000602335 0.000554238 0.000532447 0.000706622 0.000429564 0.000550482 0.000478014 0.00047175 0.000506643 0.000511962 0.000489146 0.000522501 0.000533 0.000463544 0.000426175 0.000583852 0.00044627 0.00054227 0.000628816 0.000595117 0.000572726 0.000366992 0.000307398 0.00023655 0.000201778 0.000165832 0.000111639 8.72277e-05
threshold=0.076175000000000007 -0.094929999999999987 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.0066799999999999993 -1.0000000180025095e-35 0.080930000000000016 -1.0000000180025095e-35 0.08976000000000002 0.27834500000000006 1.0000000180025095e-35 0.096430000000000002 0.039620000000000009 -0.53104499999999988 -0.47860499999999995 0.086105000000000015 -0.0064299999999999991 -0.090969999999999981 -0.11051499999999999 0.091410000000000005 0.090245000000000006 0.083995000000000014 1.0000000180025095e-35 1.0000000180025095e-35 0.11387000000000001 -1.0000000180025095e-35 -0.07490999999999999 0.033715000000000009 -0.23051499999999997 -0.057069999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 -5 -6 7 -7 9 10 11 12 13 -9 -15 -8 -16 -18 -19 21 -21 22 26 -24 29 -11 -20 -28 -17 -23
right_child=-2 2 3 4 5 6 15 8 -10 25 -12 -13 -14 14 16 28 17 18 19 20 -22 24 23 -25 -26 -27 27 -29 -30 -31
leaf_value=-0.00077582890036247772 -0.00086814354762036413 -0.00092318959821931972 -0.00071479429053261157 -0.00082777588912356015 0.0010415749419532573 -0.00089196039156505221 -5.8990622057999257e-05 -0.00065176783590799184 -0.00075672192107791405 0.0011353589883502889 -0.00079509240963109983 -0.00078161840456040653 -0.00071761075699735665 0.0011065917519769029 0.00077799447961084762 0.0005963834669766104 -0.00064373722912800977 -0.00056691326444778555 0.00012173037096513524 0.00037563424319785738 -0.00093302498336079564 0.0008178241198274381 -0.00085004077952454565 0.00021323292999942387 0.00019746520264557282 0.00030685378531272652 0.0010515611494797963 0.00033435302600188984 0.0011834589900009496 0.0012665690647503424
leaf_weight=0.0015546821088427967 0.001333522424921795 0.0010801610328317049 0.0014766896613587202 0.0010214570101059186 0.0014462117858944348 0.0010549784887601268 0.0014597970091987369 0.0011992306208696768 0.0011405902478252008 0.0010648376176210506 0.0011503924689211789 0.0010851616182123705 0.0010810558348203761 0.0011763806669477994 0.0019168166121799049 0.00110792467521037 0.0015733820266459189 0.0012037425676896226 0.0018821786466065452 0.0012876839028064255 0.0012697522974347564 0.0019463008589053477 0.0012835160213917618 0.0010099927832385447 0.0011575130391889843 0.0013747150638821473 0.001169455230371627 0.0010795248929384993 0.0011488215340094143 0.0012314547522578323
leaf_count=53 101 153 477 34 135 71 73 14 53 125 198 78 243 11 151 29 213 51 90 146 86 126 67 66 25 70 26 71 69 16
internal_value=0 1.45857e-05 4.77263e-05 7.68585e-05 0.000110721 0.000139336 9.86299e-05 4.33113e-05 7.94755e-05 0.000115958 5.90918e-05 0.000102662 0.000147361 0.000193227 0.00024604 0.000520434 0.000189834 0.000119785 0.000202514 0.000272062 -0.000274108 0.000401876 0.000146955 -0.000381807 0.000779657 0.000668487 0.000440509 0.000707297 0.000895241 0.000991723
internal_weight=0 0.0386344 0.0370797 0.0359996 0.0345229 0.0335014 0.0320552 0.0283387 0.0272837 0.0261431 0.0237035 0.0225531 0.021468 0.0203869 0.0191877 0.00371654 0.0180113 0.0160945 0.0145211 0.0133174 0.00255744 0.0107599 0.00642467 0.00229351 0.00433527 0.00243955 0.00413116 0.00224898 0.00225675 0.00317776
internal_count=3121 3020 2967 2814 2337 2303 2168 1997 1926 1873 1678 1480 1402 1159 1145 171 1134 983 770 719 232 487 320 133 167 195 187 97 98 142
is_linear=0
shrinkage=0.00131955


Tree=1404
num_leaves=17
num_cat=0
split_feature=41 2 48 457 1 52 4 42 43 15 1 52 52 0 3 42
split_gain=9.13582e-05 9.48499e-05 0.000112685 0.000114794 0.000130223 0.000125482 0.000121114 0.000141682 0.000160043 0.000174489 0.000315623 0.00021114 0.000283093 0.000270444 0.000135636 0.000107769
threshold=0.078475000000000017 -0.0091949999999999983 -0.078084999999999974 -0.0029299999999999994 0.14000500000000002 0.2800700000000001 -0.49405499999999997 -1.0000000180025095e-35 -0.074359999999999996 0.040760000000000005 0.11392000000000001 -0.081429999999999989 -0.066844999999999988 -0.15090499999999998 -0.078584999999999988 0.08623500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 5 6 -5 -8 14 10 11 -10 -13 -14 -9 -11
right_child=-2 2 3 4 -6 -7 7 8 9 15 -12 12 13 -15 -16 -17
leaf_value=0.0013125507202647428 -0.0012507403104090422 -0.0015086002243115792 -0.0013061298128396604 -0.0011644646672980558 0.0017555404444938418 -0.0015795494529431996 -0.00086152794535463556 0.00074753513152162401 0.0029167561663418526 -0.0021368241080516074 -0.001815665346169068 -0.0015344652560375213 0.0033195515302887496 5.3291637196214611e-05 0.0029901562956557316 0.0001053627225857531
leaf_weight=0.0013481575532739978 0.0012927317890101256 0.001109051559442519 0.0012884277168949678 0.0013818336630597701 0.0011559317789122106 0.0010023442805128244 0.0019189695693071921 0.0016963026782347845 0.0012046046811858002 0.0010000563012884101 0.0010014660541675102 0.0010442233446497085 0.0010502659341398157 0.0013567670549901366 0.0010017436492183443 0.001002376972036978
leaf_count=158 148 106 222 123 86 248 709 326 96 114 94 25 52 91 163 360
internal_value=0 7.57026e-05 -1.58442e-05 8.09412e-05 0.000193931 7.08066e-05 0.000191919 0.000344589 0.000568044 0.00021153 0.000645464 0.00117485 0.000566864 0.00147847 0.00158019 -0.00101443
internal_weight=0 0.0195625 0.0182144 0.0171053 0.0158169 0.014661 0.0136586 0.0122768 0.0103578 0.00765976 0.00565733 0.00465586 0.00345126 0.00240703 0.00269805 0.00200243
internal_count=3121 2973 2815 2709 2487 2401 2153 2030 1321 832 358 264 168 143 489 474
is_linear=0
shrinkage=0.00483252


Tree=1405
num_leaves=31
num_cat=0
split_feature=1429 14 1366 1213 1374 33 2 1456 38 124 40 42 1 4 13 1374 12 133 52 457 49 1 16 0 2 0 52 1 16 4
split_gain=0.00058435 0.000607464 0.000497707 0.00051955 0.000501609 0.000533972 0.000592108 0.000667582 0.00051223 0.000690947 0.000790247 0.000653563 0.000628258 0.000627222 0.000779655 0.000498255 0.000461598 0.000432081 0.000746116 0.000380986 0.000457608 0.00052658 0.000847952 0.000519717 0.00044395 0.000699021 0.000306647 0.00027652 0.000269683 0.000241715
threshold=-1.0000000180025095e-35 0.076175000000000007 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.094929999999999987 -0.0066799999999999993 -0.0091949999999999983 -1.0000000180025095e-35 1.0000000180025095e-35 -0.043384999999999993 -0.067184999999999981 0.092145000000000019 0.122185 -0.49405499999999997 -0.099939999999999987 0.084595000000000017 0.15754500000000002 0.0033250000000000003 0.039215000000000007 -1.0000000180025095e-35 -0.087004999999999985 1.0000000180025095e-35 -0.084119999999999986 -0.088774999999999979 0.11293500000000002 -0.10607499999999999 0.12354000000000001 0.095285000000000022 -0.037154999999999994 -0.082109999999999975
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 -5 -6 28 -8 9 -9 16 13 17 -12 -15 19 -11 18 -13 -16 23 22 -22 -21 25 -23 -26 -27 -7 -24
right_child=1 -3 3 4 5 6 7 8 -10 10 11 12 -14 14 15 -17 -18 -19 -20 20 21 24 29 -25 26 27 -28 -29 -30 -31
leaf_value=-0.0010263786166853359 -0.00091768903269581357 -0.00092094394342983818 -0.00071523458427783903 -0.00066473855918008982 -0.00084662201737603561 0.0014007158114511837 -0.00097079769109687701 0.0010260902521570657 -0.00068181481077653433 -0.0012918763116299429 -0.00077243270234039286 -0.00087836544596038904 0.00063130614644914327 0.00097128938780541285 0.00097411972219726538 -0.00070528043653220846 -1.7303319585140673e-05 -0.0012351502264557365 0.00070056273571066584 -0.0010496428197939594 -0.00086261242550859647 0.0012013423464717265 0.00083940055564568833 0.00034722886780043426 -0.0005905411043990392 -0.00010215782406672427 0.00049317872527131657 0.00065388305284084256 0.00039093735211084146 -1.2834700461116206e-05
leaf_weight=0.0010942132251304795 0.0010359563222683823 0.0013306114103572844 0.0016040357122784057 0.0016177588927348543 0.0010613766096092539 0.0010197521511824403 0.0010722011877128393 0.0018221622015295305 0.0013818976701767119 0.0011310077967792145 0.0010109990796358546 0.0013861812077298188 0.0011583480930861256 0.0033957513074422884 0.0014853816547351064 0.0010322730623300016 0.001098158952363093 0.0012126585237117737 0.0010177351117119926 0.0010847878555608759 0.0016486474969150556 0.0029933685851801783 0.0013264148155499467 0.0010072295868082124 0.0010239277890180531 0.001797259606064916 0.0010240196456550166 0.0020089754104279933 0.001055365431075087 0.0012846057301548136
leaf_count=154 62 100 477 53 34 77 216 141 52 48 66 80 32 110 80 52 33 189 46 31 214 53 102 31 55 148 21 57 59 248
internal_value=0 1.01479e-05 4.05149e-05 6.54797e-05 9.82982e-05 0.00013208 0.000161359 0.00011627 0.00015232 0.000189564 0.000137233 0.000203632 -0.000266209 0.000305037 0.000356633 0.000238823 -0.000663981 -0.000553674 -0.000209902 0.000297235 0.000231084 0.000328156 -7.63529e-05 -0.0003771 0.000522907 0.000695054 -4.86569e-05 0.000296889 0.000887162 0.000420106
internal_weight=0 0.0421288 0.0407982 0.0397623 0.0381582 0.0365405 0.0354791 0.033404 0.0323318 0.0309499 0.0291277 0.0268986 0.00477492 0.0221236 0.0211126 0.0177169 0.00222917 0.00361657 0.00240392 0.0166846 0.0151992 0.0131072 0.00425967 0.00209202 0.00884755 0.0067996 0.00204795 0.00380624 0.00207512 0.00261102
internal_count=3121 2967 2867 2805 2328 2275 2241 2105 1889 1837 1696 1615 347 1268 1202 1092 81 315 126 1040 960 898 564 62 334 258 76 205 136 350
is_linear=0
shrinkage=0.00140032


Tree=1406
num_leaves=17
num_cat=0
split_feature=0 1 15 3 3 39 0 50 3 11 2 15 16 52 133 1
split_gain=9.98101e-05 0.000151893 0.000222387 0.000159778 0.000216356 0.000253688 0.000201907 0.000169572 0.0002233 0.00020987 0.000185302 0.000216972 0.000143637 0.000138529 0.000205883 0.000130884
threshold=0.18019500000000002 0.077565000000000009 -1.0000000180025095e-35 0.16158000000000003 0.10893000000000001 0.085220000000000004 -0.15350499999999997 0.088425000000000017 -0.10519499999999998 0.081790000000000015 0.089775000000000008 -0.089024999999999979 -0.079109999999999986 0.091820000000000013 0.083950000000000011 0.09253500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 7 -6 8 9 -3 12 -12 -10 14 -4 -14
right_child=-2 3 13 -5 6 -7 -8 -9 10 -11 11 -13 15 -15 -16 -17
leaf_value=-0.0026366079292216697 0.0014656588521282754 0.00299275512597145 -0.00073541875663432849 0.0020711153111743629 -2.0873470360170719e-05 0.0023176208113893275 -0.0029325506864315309 -0.0016033532858667811 -0.0022510307246858675 1.2905005598622092e-06 0.0023877196243221365 -0.00069341642953789796 0.0010041047203812738 -0.0015787783929422103 0.0018118798578832234 -0.0013676473631872182
leaf_weight=0.0012104806462734912 0.0010628873915206052 0.0012390577352676714 0.0018946745447301497 0.0010190514563151462 0.0013053683401977878 0.0013757187318753092 0.0010393844188207888 0.0012972792513203943 0.0012474153962747127 0.0010549628456131277 0.0011579856348458151 0.0010669519720325482 0.0011443487251946369 0.0013571248998421881 0.0012997864745378784 0.0011172629000955059
leaf_count=780 36 91 396 146 53 234 44 294 83 139 55 67 133 302 134 134
internal_value=0 -8.47888e-05 -0.00075884 0.000191357 4.45216e-05 0.000341661 -0.00131156 5.0156e-05 0.000317354 0.00161706 -0.000202625 0.000910184 -0.000908214 -0.000259453 0.000301045 -0.000167569
internal_weight=0 0.0198269 0.00576207 0.0140648 0.0130457 0.010701 0.00234475 0.00932526 0.00802799 0.00229402 0.00573396 0.00222494 0.00350903 0.00455159 0.00319446 0.00226161
internal_count=3121 3085 1612 1473 1327 1230 97 996 702 230 472 122 350 832 530 267
is_linear=0
shrinkage=0.00492917


Tree=1407
num_leaves=17
num_cat=0
split_feature=52 1 403 51 47 1 4 43 52 160 13 51 48 1 4 0
split_gain=9.76568e-05 0.000216442 0.000141223 0.000126804 0.000148668 0.0001382 0.000196997 0.000152551 0.000135946 0.000296092 0.000153581 5.31284e-05 5.07534e-05 7.12693e-05 5.06403e-05 4.43633e-05
threshold=-0.24456499999999998 0.13436000000000001 -1.0000000180025095e-35 -0.076794999999999988 0.087235000000000021 0.10060500000000001 0.033845000000000007 -0.15582499999999996 0.091275000000000009 0.086075000000000013 -0.014169999999999999 -0.26677999999999996 0.10396500000000002 0.097115000000000021 -0.14098499999999997 -0.14116499999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=11 2 -2 -4 5 7 -7 -5 9 10 -9 -1 13 -6 -10 -8
right_child=1 -3 3 4 12 6 15 8 14 -11 -12 -13 -14 -15 -16 -17
leaf_value=-0.00018708054383239438 -0.0014652407671028318 0.0018589736810145968 -0.0010302036249065184 0.00137143435241598 -0.00021896285846094974 0.0026107403888310635 -0.00018421742414324711 -4.7785094556886746e-05 -0.0016304441175456139 -0.0015183299382422451 0.0017148071232729449 -0.0015324973030463214 0.00013394739955348051 -0.0017910837881512241 -0.00032789815343825496 0.0010334671349350019
leaf_weight=0.0010245052916660335 0.0011262008880235366 0.0011513268893951481 0.001650063628418629 0.0014530820540672434 0.0010197516317999042 0.0010938412536755102 0.0010808589912619793 0.0016491092388745115 0.0011176532451147025 0.0012199685660754245 0.0018637835269424731 0.0010537760262893372 0.0010458107653175119 0.0010216850976156877 0.0010017588372813746 0.0010381629313732099
leaf_count=68 727 190 316 86 72 133 64 317 41 120 155 296 92 43 307 94
internal_value=0 9.2462e-05 -2.45478e-05 7.5265e-05 0.000200156 0.0004199 0.00116081 0.000133284 -0.000129276 0.000267262 0.000887367 -0.000869263 -0.000619687 -0.00100577 -0.00101478 0.000412357
internal_weight=0 0.0185331 0.0173817 0.0162555 0.0146055 0.0115182 0.00321286 0.00830536 0.00685227 0.00473286 0.00351289 0.00207828 0.00308725 0.00204144 0.00211941 0.00211902
internal_count=3121 2757 2567 1840 1524 1317 291 1026 940 592 472 364 207 115 348 158
is_linear=0
shrinkage=0.004207


Tree=1408
num_leaves=31
num_cat=0
split_feature=14 1429 33 10 151 4 150 158 1213 38 1374 160 1213 42 4 376 40 13 2 2 2 16 16 3 42 52 47 42 14 15
split_gain=0.000555924 0.000532882 0.000490052 0.00066966 0.00040038 0.000889244 0.000517817 0.000726495 0.000409294 0.000427244 0.000455907 0.000509277 0.000610688 0.000523089 0.000532699 0.000439433 0.00039543 0.000460899 0.000576834 0.000428359 0.000368091 0.000567167 0.000426743 0.000328704 0.000277337 0.000225725 0.000237979 0.000289579 0.000189531 0.000142466
threshold=0.076175000000000007 -1.0000000180025095e-35 -0.0066799999999999993 -1.0000000180025095e-35 -0.40381499999999992 0.27287000000000006 -0.097839999999999996 0.08962500000000001 -1.0000000180025095e-35 0.088570000000000024 -0.094929999999999987 -0.098904999999999979 0.039620000000000009 -0.11466499999999999 -0.52556499999999995 0.049360000000000008 -0.067184999999999981 -0.091904999999999987 0.090050000000000005 0.092120000000000021 0.095195000000000016 0.029300000000000003 -0.25582999999999995 0.097915000000000016 0.08623500000000002 -0.082554999999999976 0.086380000000000012 -1.0000000180025095e-35 -0.45687499999999998 -0.18895499999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 -5 6 -6 8 -8 10 -10 -12 13 -13 -15 16 -16 23 25 -20 -21 22 -22 24 -18 -19 27 -27 -7 -30
right_child=-2 2 3 4 5 28 7 -9 9 -11 11 12 -14 14 15 -17 17 18 19 20 21 -23 -24 -25 -26 26 -28 -29 29 -31
leaf_value=-0.0010072528726410104 -0.0009201016965609838 -0.00091676695131922149 0.00099758679795694614 -0.00075708529709461877 0.00094203798137034486 0.00029785834188613943 -0.00079478971239825861 -0.0012404726713056008 -0.00070085594042801108 -0.00088293910865988503 -0.00058250199644610415 -0.00066918532396110098 -0.00088541623811255223 -0.00070074154496504385 -0.0005830469763636523 0.0011987819944833723 -6.1702404875526592e-05 -2.9913667928327908e-05 -0.0008443009179712849 0.00071233344103630795 -0.00030226995128871433 -0.00083362364560997967 0.00086117989568709405 0.0012592025007138906 0.00092943368251627518 0.00014491115670170633 5.3983330945288062e-05 0.00102962548993621 0.0013756226592161211 0.00064864271081404396
leaf_weight=0.0010071999106818766 0.0013329850161314374 0.0010496993345796559 0.0015314533065384764 0.0012624077529039815 0.0011108174676941465 0.0011975598625593165 0.0012905330428688569 0.0010121844172460417 0.0014985063459391759 0.0010098768414152906 0.0019869285872586842 0.0012588277470652045 0.0010620514832790353 0.0010704816914284118 0.0010206766182818674 0.0011296544271015554 0.0011919110587483737 0.0012565457169051329 0.0012446990863912433 0.0014116799549652725 0.0013020566824888391 0.0014955897421764508 0.0012709923933256206 0.0016037072791821316 0.0011145408103203636 0.0010086932040094245 0.0010892096306704957 0.0029983027592550924 0.0010756691561104592 0.0011252300703605824
leaf_count=153 101 34 137 62 32 53 424 195 34 33 268 72 246 25 35 46 21 113 74 71 24 139 95 51 20 118 58 177 130 80
internal_value=0 1.80602e-05 4.54668e-05 7.30408e-05 3.2701e-05 6.21668e-05 -1.5203e-05 -5.14596e-05 -8.95626e-06 2.857e-05 6.39538e-05 0.000110701 0.000171835 0.00022414 0.000279787 0.000334632 0.000280425 0.000332304 0.00020366 -8.78945e-05 8.39018e-05 -0.000134143 0.000272432 0.000762562 0.000417242 0.000512299 0.00064599 0.000806914 0.000755134 0.00100395
internal_weight=0 0.0386877 0.0376805 0.0366308 0.0350993 0.0338369 0.0304385 0.0293276 0.0283155 0.0270249 0.0260151 0.0245165 0.0225296 0.0214676 0.0202087 0.0191383 0.0180086 0.0169879 0.0130778 0.00672502 0.00548032 0.00406864 0.00257305 0.00391016 0.00230645 0.00635275 0.00509621 0.004007 0.00339846 0.0022009
internal_count=3121 3020 2867 2833 2696 2634 2371 2339 2144 1720 1687 1653 1385 1139 1067 1042 996 961 869 403 329 258 119 92 41 466 353 295 263 210
is_linear=0
shrinkage=0.00142833


Tree=1409
num_leaves=31
num_cat=0
split_feature=14 1456 453 16 41 1374 51 484 403 158 130 15 0 157 376 43 3 15 16 4 1375 475 52 151 3 0 0 1 1 3
split_gain=0.000826234 0.000648235 0.000735689 0.000607526 0.000596147 0.000629647 0.000586229 0.00053329 0.000819279 0.000565823 0.000395716 0.000638343 0.000625411 0.00047369 0.000419408 0.000566659 0.000671139 0.000437259 0.000419753 0.00075564 0.000394682 0.000360517 0.000353356 0.000398766 0.00032669 0.000251209 0.000401966 0.000518412 0.00014063 0.000137043
threshold=0.076175000000000007 -1.0000000180025095e-35 0.089960000000000026 -0.54165499999999989 0.079885000000000025 -0.094929999999999987 0.078435000000000019 0.085515000000000022 -1.0000000180025095e-35 0.085900000000000018 -1.0000000180025095e-35 0.088235000000000022 0.18019500000000002 -1.0000000180025095e-35 0.11430500000000002 -0.074359999999999996 -0.075944999999999985 0.040760000000000005 0.22339500000000004 -0.077679999999999985 -1.0000000180025095e-35 -0.029109999999999997 0.077655000000000016 -0.0038099999999999996 -0.086769999999999986 -0.10096999999999999 -0.10224499999999999 0.10984500000000001 0.10752500000000002 -0.078934999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 5 -5 7 8 -7 10 11 -10 13 -12 15 16 17 -15 19 29 -8 -9 23 -22 -19 26 27 -21 -18 -17
right_child=-2 2 -4 4 -6 6 20 21 9 -11 12 -13 -14 14 -16 18 28 24 -20 25 22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.00085699788288511709 -0.00099782559484665125 0.0010156637327886917 -0.001065396497010446 -0.00074160148358419931 -0.00067357748508133422 -0.0010363186455895083 0.0012280380882566226 0.001088141306224571 -0.00098321455191504345 -0.00086809699948077153 -0.00077817263398312993 0.00032928443665698965 0.00097764049731824398 -0.00030875639537684778 -0.00066816304946010912 0.00046647006785632925 0.00068694080291692547 7.9511344388716294e-05 -0.00070817696223374183 -0.00066462376124300422 0.00067727887584322641 0.00015778421025181179 0.00078699132528767507 -0.00034450430575281405 0.0011421312407549071 -0.00065194596130184999 0.00074228834825827521 0.00030085132774347102 0.0013462498220315556 0.0011246994215007493
leaf_weight=0.0014864910794226685 0.0015091785486562861 0.0012124515996885235 0.0010470758654221859 0.0015875262216198385 0.0019676754329296378 0.0013571112636282514 0.0011210047899474773 0.0013731914425729741 0.0015028740331401993 0.0011858087897693706 0.0010908756923141407 0.0012131792446616885 0.0015296247195353265 0.0018707634855852362 0.0011016985546978822 0.0012988692183215633 0.0010188945310023378 0.0010998202735130747 0.0013464539596816935 0.0020657629789226917 0.0011215053372737316 0.0016747955797549166 0.001944944461543141 0.0018063549311062568 0.0010012943269153141 0.0013610388968537147 0.0010468742805471599 0.001966683417897741 0.0013796744449906528 0.001025327727766966
leaf_count=271 101 67 36 52 95 606 12 77 87 108 237 24 18 164 16 103 92 28 98 47 46 121 120 174 18 175 9 44 55 20
internal_value=0 1.58725e-05 4.80536e-05 7.77405e-05 4.78615e-05 8.71932e-05 0.000125325 4.48856e-05 -1.88027e-05 3.84822e-05 8.53864e-05 -0.000396961 0.00015023 8.24554e-05 0.00013585 0.000189594 0.000504008 0.000164519 -8.50317e-06 9.89841e-05 0.000507952 0.000576932 0.000342293 4.68857e-05 0.000585907 -0.000138427 -8.25556e-07 -0.000193747 0.00106618 0.00075685
internal_weight=0 0.0418056 0.0403192 0.0392721 0.0380596 0.036092 0.0345044 0.0285106 0.0254626 0.0241055 0.0229197 0.00271605 0.0202037 0.018674 0.0175832 0.0164815 0.00637045 0.00397188 0.010111 0.00876456 0.00599381 0.00304799 0.0048728 0.00292786 0.00210111 0.00644036 0.00507932 0.00403245 0.00239857 0.0023242
internal_count=3121 3020 2749 2713 2646 2551 2499 2147 1949 1343 1235 111 1124 1106 869 853 357 210 496 398 352 198 340 220 46 275 100 91 147 123
is_linear=0
shrinkage=0.00134594


Tree=1410
num_leaves=28
num_cat=0
split_feature=1456 14 33 10 1374 133 128 151 1 16 1 15 3 51 47 2 16 4 16 16 52 3 12 15 0 11 15
split_gain=0.000601004 0.000534246 0.000563572 0.000625578 0.000432798 0.000460751 0.00051337 0.000519181 0.000560008 0.000620905 0.000545927 0.000525047 0.000437064 0.000506461 0.000318915 0.000465802 0.000309927 0.000810862 0.00029509 0.000402506 0.000432972 0.000254053 0.000681374 0.000229553 0.000154362 0.000147652 0.000109257
threshold=-1.0000000180025095e-35 0.076175000000000007 -0.0066799999999999993 -1.0000000180025095e-35 -0.094929999999999987 -0.25159999999999993 0.086435000000000012 -0.40381499999999992 1.0000000180025095e-35 0.071345000000000006 0.12577000000000002 -1.0000000180025095e-35 -0.11171999999999999 0.084745000000000015 0.081320000000000017 0.11293500000000002 0.38525000000000004 -0.49405499999999997 0.0057500000000000008 -0.29154999999999992 0.083680000000000018 0.083060000000000009 0.088365000000000013 -0.11345499999999999 -0.014954999999999998 0.082245000000000013 -0.094549999999999981
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 -5 -6 7 -7 11 12 -11 -9 25 14 15 21 17 -13 19 -19 -21 22 -14 -16 -20 -10 -15
right_child=1 -3 3 4 5 6 -8 8 9 10 -12 16 13 26 23 -17 -18 18 24 20 -22 -23 -24 -25 -26 -27 -28
leaf_value=-0.00094181837549232894 -0.00098366342735615531 -0.00096080217491557114 0.0010077152145598707 -0.00072479888086136824 -0.00079570923751212804 -0.00077577580792616036 -0.0007560646542457873 -0.00082641750346943831 0.0013679961366955527 -0.00082305585392784917 0.00024536824546230395 -0.0011299192779835572 0.0010421342115458209 0.0011098925793289294 0.00013587422738344673 0.0012131979836567013 0.0006802291303401514 0.00049395136928689063 0.0008781331479537955 -0.0010630520398126368 6.9869039964657416e-05 -0.00026328460215745212 -0.00039528613485043367 -0.00064344270842803253 0.00014586654490700613 0.00064107790868196571 0.00058679918251930451
leaf_weight=0.0013616479721669785 0.0010342412891803923 0.0010886935192289107 0.0013283666636078042 0.0014339250841572939 0.0011837520357182987 0.0011830927619911327 0.001331048175620241 0.0015877267997561001 0.0011964347956707746 0.0015221986482027985 0.0024425777798864345 0.0011757405995922393 0.0015481164987281616 0.0014877111886661964 0.0018003784985367588 0.0010597646859040744 0.0012972964759683236 0.0015119128246965314 0.0012253652788789537 0.001143521524030763 0.0015691743812880077 0.001608809193808014 0.0011105240139421824 0.0012597523435786684 0.0010466450418675777 0.0010108734880986958 0.0016528377098357075
leaf_count=288 34 84 139 51 175 49 138 528 54 197 36 20 134 37 45 109 7 32 28 135 418 52 168 43 27 32 61
internal_value=0 5.5399e-06 3.49664e-05 6.53116e-05 2.78186e-05 6.15908e-05 9.45703e-05 0.000133029 0.000171079 0.000323327 -0.000164832 -8.41713e-05 0.000464238 0.000354933 0.000175329 0.000382282 4.72143e-05 -5.98202e-05 0.000133843 -8.50197e-05 -0.000407707 0.000175935 0.000441718 -0.000184944 0.000540801 0.00103509 0.000834594
internal_weight=0 0.0368405 0.0357518 0.0347175 0.0333892 0.0319553 0.0307715 0.0294405 0.0282574 0.0177 0.00396478 0.0105574 0.0137352 0.0115279 0.00838735 0.00532721 0.00896966 0.00767236 0.00649662 0.00422461 0.0027127 0.00426745 0.00265864 0.00306013 0.00227201 0.00220731 0.00314055
internal_count=3121 2833 2749 2715 2576 2525 2350 2212 2163 968 233 1195 735 649 551 463 667 660 640 585 553 354 302 88 55 86 98
is_linear=0
shrinkage=0.00140032


Tree=1411
num_leaves=16
num_cat=0
split_feature=42 42 133 52 160 49 3 4 160 1 15 2 48 1 52
split_gain=0.00011285 0.000123598 0.000267091 0.000137644 0.000364045 0.000267146 0.000255217 0.000230446 0.000359682 0.000226941 0.00027575 0.000139081 7.7141e-05 7.6033e-05 0.000100354
threshold=-0.11466499999999999 -0.090989999999999988 0.10622000000000002 0.070205000000000017 -1.0000000180025095e-35 -0.047584999999999995 0.0051600000000000005 0.053180000000000012 -0.025879999999999997 0.092695000000000013 -0.14712999999999996 0.098035000000000011 0.08832000000000001 0.077565000000000009 0.10024500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 5 -5 6 -3 8 -7 -9 -11 -10 -8 14 -6
right_child=1 2 -4 4 13 7 12 9 11 10 -12 -13 -14 -15 -16
leaf_value=-0.0013189437824747193 0.0017051614670031392 0.0024123473716962502 -0.0023028669698801438 -0.0014446419316982294 1.0226802584304222e-05 0.00050325022425210214 -0.0010620169894609798 0.0021006882482469728 -0.0030265123261020888 0.00092152659732639504 -0.0016545787643519477 -0.00089053623666547881 0.00079160301843380308 0.0026409981111769824 0.0019486440532950748
leaf_weight=0.0013769762855633796 0.0010018846268410033 0.0015760299845609662 0.0010687092914830046 0.0011838951716576784 0.0010368203646365639 0.0016237881130958809 0.0010050817892235386 0.001082348928600152 0.0019248564869219376 0.0018698822580419105 0.0018608892658291687 0.0010616727702040807 0.0010107502495619869 0.0010762982133674104 0.0014213236331301893
leaf_count=171 170 208 396 312 255 258 59 117 468 178 108 192 51 74 104
internal_value=0 8.37353e-05 -2.66257e-06 0.000135958 0.000829202 -0.000115358 0.000984066 -0.000534418 -0.00129143 0.000190695 -0.000363421 -0.0022672 -0.000132601 0.00159085 0.00113104
internal_weight=0 0.0198042 0.0188023 0.0177336 0.00471834 0.0130153 0.00359186 0.00942344 0.00461032 0.00481312 0.00373077 0.00298653 0.00201583 0.00353444 0.00245814
internal_count=3121 2950 2780 2384 745 1639 318 1321 918 403 286 660 110 433 359
is_linear=0
shrinkage=0.00473777


Tree=1412
num_leaves=27
num_cat=0
split_feature=1456 1213 14 1374 11 453 4 13 13 48 13 150 0 457 42 1 15 15 130 0 1 16 1 12 403 4
split_gain=0.000600999 0.000474781 0.000432601 0.000556487 0.000427161 0.000454453 0.00046586 0.000526443 0.000791979 0.000448695 0.000386317 0.000373207 0.000590707 0.000347964 0.000332276 0.00040048 0.000301499 0.000398758 0.000508904 0.000469659 0.000412126 0.000356249 0.000547389 0.000282319 0.000238245 0.000180848
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 0.076175000000000007 -0.094929999999999987 0.089270000000000002 1.0000000180025095e-35 0.27287000000000006 -0.53104499999999988 -0.47860499999999995 0.083685000000000009 -1.0000000180025095e-35 0.078525000000000011 -0.14116499999999996 0.045365000000000009 0.084635000000000016 0.10508500000000001 0.091915000000000011 0.088235000000000022 -1.0000000180025095e-35 0.14486500000000005 0.092390000000000014 -0.056919999999999991 0.13146500000000003 0.084100000000000022 0.092070000000000013 0.16173500000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 5 6 7 -5 -9 11 -8 12 -10 14 15 -11 17 18 -14 20 23 -22 -23 -20 -19 -18
right_child=1 2 -4 4 -6 -7 10 8 9 13 -12 -13 16 -15 -16 -17 25 24 19 -21 21 22 -24 -25 -26 -27
leaf_value=-0.0009960746111252717 -0.00076287730569440254 -0.00079707755780593001 -0.00087316683863714593 -0.00079209701985341423 -0.00058370243554167159 -0.00059476789747389908 0.0014010615020943274 0.0012715648166236773 0.00098317294831462825 -0.00061379972962591865 0.00033602819888428864 -0.00082764370412123395 -0.0010423302166425947 0.00098844851616260512 0.000799179354231032 0.00046647760251813052 -0.00094948402083644813 9.174036450873602e-05 -0.00015110662444744899 0.00071317156221920041 0.0006101151957756297 -0.0010215735105933898 0.00030085057372241058 -0.0011191874132626312 0.0010237396109460599 -9.6121862640669546e-05
leaf_weight=0.001271357862502708 0.0015614721199880268 0.0014472389879998096 0.0010269189578915308 0.0012152511713523452 0.0017032228447817479 0.0015805584933543662 0.0011746309345150863 0.001358255086998379 0.0013488021077705413 0.001390294569465488 0.0018796798656932614 0.001071333439234933 0.0010148809840520587 0.0018629617370873319 0.0014819172262741098 0.0015299536481201415 0.0010823893921336767 0.0010626509829290151 0.0014205605344757184 0.0017954644873938719 0.0019723905315927048 0.0010646640407392383 0.0017670207671471871 0.0011627605933774987 0.0012875371987774997 0.0010274835636892021
leaf_count=288 461 53 70 18 93 75 183 20 37 126 107 105 116 101 105 65 233 126 136 23 39 106 12 392 15 16
internal_value=0 2.30034e-05 5.8338e-05 8.67216e-05 0.000126377 0.000165963 0.000207466 0.000144044 0.0001901 0.000127173 0.00074562 4.83262e-06 6.05508e-05 0.000460659 0.000237302 -4.78293e-05 -2.43483e-05 6.13315e-05 -6.33481e-05 4.4848e-05 -0.000117584 0.000134753 -0.000196358 -0.000586843 0.000602331 -0.000533907
internal_weight=0 0.0362903 0.0347288 0.0337019 0.0322547 0.0305514 0.0289709 0.0259166 0.0247013 0.0233431 0.00305431 0.0170779 0.0160066 0.00626513 0.00440217 0.00292025 0.0146578 0.0125479 0.0101977 0.00918286 0.0073874 0.00480408 0.00283168 0.00258332 0.00235019 0.00210987
internal_count=3121 2833 2372 2302 2249 2156 2081 1791 1773 1753 290 1356 1251 397 296 191 1214 965 824 708 685 157 118 528 141 249
is_linear=0
shrinkage=0.00145689


Tree=1413
num_leaves=17
num_cat=0
split_feature=484 42 50 48 4 43 4 0 16 48 0 4 3 4 3 160
split_gain=0.000104666 0.000122074 0.000157021 0.000189828 0.000241543 0.00019869 0.000237356 0.000195501 0.000210674 0.000170361 0.000208483 0.000333154 0.000216719 0.000182297 0.000159544 2.09693e-05
threshold=-0.0068949999999999992 0.10256000000000001 0.098785000000000026 0.11951500000000001 0.24564500000000003 0.12450000000000001 0.098655000000000007 -0.11991499999999998 -0.014754999999999999 0.088965000000000002 -0.077999999999999986 -0.27825499999999997 -0.011549999999999998 -0.082109999999999975 -0.10115999999999999 0.085130000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 6 7 8 15 10 12 -12 -9 -13 -6 -2
right_child=1 -3 -4 -5 14 -7 -8 9 -10 -11 11 13 -14 -15 -16 -17
leaf_value=-0.0013843597803290749 0.00065454682864430865 -0.0012562033711894685 0.002267312160593558 -0.0020870900798794067 0.0033278636465523342 0.0017031430388596395 -0.0023425704448270081 -0.0037154385713511393 0.0030361128833905019 0.0014532084700416129 -0.0022115763933869877 0.0026381082550506569 -0.00033977468816610352 -0.00027734469169218346 0.00065023582440586897 -0.00042695248815497475
leaf_weight=0.0014641703670500985 0.0010084922822830578 0.0017368951493845755 0.0010114305536844106 0.001056175986233753 0.0010569503203734509 0.0016230579589759106 0.0014089505402913325 0.001177793365113586 0.0010631791649391405 0.0010816588985143039 0.0013619290904651749 0.0011417412190718457 0.0010020283588119128 0.0013122910667792195 0.0015810785149532871 0.001033264337721107
leaf_count=503 68 311 176 53 78 138 67 785 82 131 137 52 27 250 222 41
internal_value=0 9.43455e-05 0.000225247 0.000103096 0.000249018 -4.52477e-05 -0.000290063 -6.05502e-06 0.00111013 -0.000495735 -0.000847331 -9.53705e-05 -0.0021637 0.00107907 0.00172305 0.000107236
internal_weight=0 0.0196569 0.01792 0.0169086 0.0158524 0.0132144 0.0115913 0.0101824 0.00310494 0.00707744 0.00599578 0.00381596 0.00217982 0.00245403 0.00263803 0.00204176
internal_count=3121 2618 2307 2131 2078 1778 1640 1573 191 1382 1251 439 812 302 300 109
is_linear=0
shrinkage=0.00533549


Tree=1414
num_leaves=30
num_cat=0
split_feature=14 1429 1213 151 4 38 124 158 40 12 13 13 3 11 150 457 42 47 1 49 12 403 12 3 1 1 15 3 2
split_gain=0.000623594 0.000560135 0.000553251 0.000507485 0.000656773 0.00046139 0.000572627 0.000459448 0.000382345 0.000498153 0.000490681 0.000497857 0.000349877 0.000348121 0.000335738 0.000703392 0.000294175 0.00032922 0.000337617 0.000362877 0.000394912 0.000652691 0.000291988 0.000267015 0.000193723 0.000175113 0.000160205 0.000121169 8.28987e-05
threshold=0.076175000000000007 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.40381499999999992 0.27287000000000006 1.0000000180025095e-35 -0.043384999999999993 0.085900000000000018 -0.061244999999999994 0.15754500000000002 -0.094514999999999988 -0.084319999999999992 0.149315 0.087830000000000005 0.086845000000000019 0.088350000000000026 0.11275500000000001 0.11518500000000002 0.09253500000000002 -0.072814999999999977 0.084100000000000022 0.03138500000000001 0.088365000000000013 0.10542000000000001 0.10089500000000001 0.085345000000000018 1.0000000180025095e-35 0.11296500000000002 0.084245000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 5 6 -5 8 9 -8 12 -12 22 27 16 -16 17 18 19 -13 25 -22 -10 -19 -20 28 -26 -6 -21
right_child=-2 2 3 4 13 -7 7 -9 10 -11 11 14 -14 -15 15 -17 -18 23 24 20 21 -23 -24 -25 26 -27 -28 -29 -30
leaf_value=-0.00089228673567820146 -0.0008467622616426388 -0.00067609050361832105 -0.0007241969115857049 0.00078902721638072918 0.0011011611696941737 -0.00073714822455000226 -0.00099950734742420156 -0.00079223367852754756 0.00067995731725640888 0.00020047115739167453 -0.00082467451599249901 0.00079910239188313184 0.00104588838154485 6.6696341108867633e-05 -0.0010325408937936795 0.0001626339065686666 -0.00041831193810720697 0.0010952697491581707 -0.00063098699548624015 0.00089862667018975355 -0.00064699068494512206 0.00044637826960408731 -7.285529942896439e-05 0.00019915997027638723 0.00034928976881905158 0.00010079415508240655 -0.00034022930321260346 0.00055956263964357996 0.00039968074876627042
leaf_weight=0.0010157365421090683 0.0013337425836423824 0.0015787141016921904 0.0011823722759203284 0.0016268355145165883 0.001386108571566457 0.0011310328308962161 0.0011488862381483491 0.0010127758285056734 0.0014434694286364893 0.0010008805092525108 0.0010189626523300346 0.0015201343152426734 0.0012221897959321382 0.0013234732003866156 0.0012364056848745966 0.0019815545772416954 0.0013070948198948837 0.0010530115092048939 0.0011572360167182447 0.0010499860112638242 0.0019450931990839249 0.0014914413075534094 0.0017776123941981581 0.0010046075652780928 0.0010388394567737436 0.0015508572816891331 0.0010451678159171252 0.0011844580883519917 0.0010102378758318764
leaf_count=153 101 477 63 131 188 38 45 153 43 24 250 26 59 33 68 33 126 24 90 27 557 82 48 16 73 39 21 102 31
internal_value=0 1.84862e-05 4.38806e-05 7.64948e-05 0.000104614 4.18076e-05 7.25661e-05 2.94233e-05 6.14248e-05 -0.000440826 0.000106689 2.13635e-05 0.000479436 0.000584837 6.82369e-05 -0.000296577 0.000145605 0.000198761 0.000118785 0.000248101 0.000129253 -0.000172473 0.000264504 0.000657755 -0.000223045 0.000416395 3.48333e-06 0.000851605 0.000653967
internal_weight=0 0.0374452 0.0364294 0.0348507 0.0336684 0.0297743 0.0286433 0.0270164 0.0260037 0.00214977 0.0238539 0.0194106 0.00444327 0.00389404 0.0183917 0.00321796 0.0151737 0.0138666 0.011809 0.00856775 0.00704762 0.00343653 0.00322108 0.00205762 0.00324124 0.00361108 0.00208401 0.00257057 0.00206022
internal_count=3121 3020 2867 2390 2327 2004 1966 1835 1682 69 1613 1463 150 323 1213 101 1112 986 946 762 736 639 91 40 184 97 94 290 58
is_linear=0
shrinkage=0.00124344


Tree=1415
num_leaves=31
num_cat=0
split_feature=128 1456 453 124 33 9 457 1213 48 147 1374 483 42 1 49 133 51 4 124 52 13 16 16 12 16 3 0 15 15 52
split_gain=0.000832321 0.000849152 0.000649921 0.000678513 0.000690714 0.000838892 0.000570629 0.000631662 0.000586153 0.000656627 0.000497707 0.000546209 0.000581412 0.00073237 0.000595961 0.000833042 0.000766617 0.0006734 0.000497178 0.00045655 0.000455674 0.0011756 0.000921977 0.000651834 0.000378916 0.000367073 0.000372695 0.000342806 0.000334323 0.000443269
threshold=0.086435000000000012 -1.0000000180025095e-35 0.089960000000000026 -0.043384999999999993 -0.0066799999999999993 0.088235000000000022 -0.15747999999999998 -0.080769999999999995 -0.09386499999999999 0.087350000000000025 -0.094929999999999987 0.086625000000000021 0.092145000000000019 0.12811000000000003 -0.087004999999999985 0.089755000000000015 0.078435000000000019 -0.49405499999999997 -0.087894999999999987 0.08976000000000002 -0.094514999999999988 -0.084119999999999986 -0.42170999999999997 0.086850000000000024 -0.23935499999999996 0.10893000000000001 -0.077809999999999976 -0.024814999999999997 -0.094329999999999983 0.0031350000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 18 -5 6 -6 -8 -9 10 -10 12 14 19 15 -12 17 -16 -3 24 23 22 -22 -19 -14 26 -23 -28 -18 -30
right_child=-2 2 -4 4 5 -7 7 8 9 -11 11 -13 13 -15 16 -17 28 20 -20 -21 21 25 -24 -25 -26 -27 27 -29 29 -31
leaf_value=-0.00088682265941929814 -0.00086774417347974342 -6.8122958223009875e-06 -0.00097993793910391047 -0.00097791704049255378 0.00098119370671990525 0.0010502834042055631 -0.00093872926591863576 -0.00097037358695788493 -0.00064645346155696741 0.001054481818079298 -0.00086469655923224707 -0.00071787345505262227 -0.0003349687153953629 0.00077052113294947481 -0.00076034798331119471 0.00060703716541892242 0.0011848098316739693 -0.00014980611787880689 0.0010604398038056586 -3.4313272866037017e-06 9.0412770128661026e-05 0.00014431651254751798 -0.0012582150853654446 0.0009226961950093306 -0.0012939227580855126 -0.0002473317251860527 0.00018071105799939599 0.0010545963693103272 -0.00017114631488771714 0.0009563642739807964
leaf_weight=0.0017812214116026395 0.0019668282385270066 0.0012582455208249854 0.0010640522067504312 0.0011790312883306333 0.001109346381923614 0.001513780675930664 0.0012508607598689095 0.0010246364572381586 0.0018716183030633706 0.0011684949644559231 0.0020315912661246207 0.0015330439172716029 0.0014943543517169644 0.0010305230874405602 0.0013719819161721455 0.0010603769647063999 0.0019584800278664716 0.0015167936875579652 0.0021281637458427918 0.0021765805388156423 0.0019292906022716494 0.0030416363992717826 0.0017524424491652665 0.003176413089004626 0.0014914433221100412 0.0014689888135990259 0.0011897310298130126 0.0025693853942199626 0.0011553007777616022 0.0013935945617613577
leaf_count=271 207 61 36 24 28 49 263 31 49 77 67 210 33 34 86 21 27 52 179 131 51 356 205 34 209 18 74 100 72 66
internal_value=0 2.53305e-05 5.99657e-05 8.41011e-05 3.78592e-05 6.68711e-05 2.94362e-05 2.12385e-06 3.35855e-05 6.18602e-05 2.8922e-05 6.68335e-05 0.000104653 -0.000265433 0.000194125 -0.000359972 0.000270188 0.000145989 0.000663894 -0.000472233 0.000220696 8.11428e-05 -0.000551511 0.000576075 -0.000813978 0.000362804 0.000494595 0.000778018 0.000766629 0.000445314
internal_weight=0 0.0486914 0.0469102 0.0458461 0.0424597 0.0412807 0.0397669 0.0386576 0.0374067 0.0363821 0.0352136 0.033342 0.0318089 0.0061929 0.025616 0.00309197 0.022524 0.0180167 0.00338641 0.00516238 0.0166447 0.0119515 0.00368173 0.00469321 0.0029858 0.00826974 0.00680075 0.00375912 0.00450738 0.0025489
internal_count=3121 2914 2643 2607 2367 2343 2294 2266 2003 1972 1895 1846 1636 407 1229 88 1141 976 240 373 890 804 256 86 242 548 530 174 165 138
is_linear=0
shrinkage=0.00134594


Tree=1416
num_leaves=30
num_cat=0
split_feature=1456 33 10 14 128 453 1374 0 133 158 376 160 1213 47 52 43 133 43 151 4 15 16 2 16 43 12 15 1 13
split_gain=0.000686434 0.000525545 0.000643149 0.000501364 0.000454686 0.000467133 0.000476558 0.000545778 0.000432333 0.000401487 0.000429629 0.000553537 0.000501015 0.000531778 0.000650507 0.000374879 0.000474109 0.000585295 0.000664211 0.000612016 0.00057327 0.000480074 0.000332072 0.000305082 0.000413038 0.000271115 0.000270141 0.000156591 0.000139937
threshold=-1.0000000180025095e-35 -0.0066799999999999993 -1.0000000180025095e-35 0.076175000000000007 0.086435000000000012 1.0000000180025095e-35 -0.094929999999999987 -0.23091999999999999 -0.25159999999999993 0.084765000000000021 0.11430500000000002 -0.10151499999999998 -1.0000000180025095e-35 0.10783500000000001 -0.24456499999999998 0.016310000000000002 0.093615000000000018 -0.067199999999999996 -0.016164999999999995 -0.17966999999999997 0.088345000000000021 -0.0087049999999999992 0.079055000000000014 0.22339500000000004 -0.084794999999999995 0.091085000000000013 -0.094549999999999981 0.13146500000000003 -0.020934999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 5 6 -4 -8 -9 10 11 -10 -13 14 -14 16 17 23 -19 -20 -18 22 -21 24 28 -17 -24 -15 -16
right_child=1 2 3 -5 -6 -7 7 8 9 -11 -12 12 13 27 15 25 20 18 19 21 -22 -23 26 -25 -26 -27 -28 -29 -30
leaf_value=-0.0010693411078736661 -0.0010695028522208481 0.0010204387396551174 -0.00069387932118551764 -0.0010068204948897326 -0.00082479413295730674 -0.00072557451779370168 0.0010541437165326455 -0.00080634010635376901 -0.00073456724252261222 -0.00081406441536698319 -0.00074064039847874423 -0.00063614837489292574 -0.00064609094806588143 0.00059830706568864871 -0.00025532843260422624 0.0013231400542514228 -0.0011301548748518684 0.0012412611397310893 -0.0010404465385577624 0.00042506528593871181 0.00043557940693809922 0.00080857125892424349 -2.5190822087148739e-05 0.001546565367043302 0.0012130038972906067 0.00042723570922692495 -0.001073948108962091 0.0014071748458225695 0.00051445400766897051
leaf_weight=0.0014590935571891497 0.0010484477757159985 0.0016661412232424891 0.0016585916980602624 0.0011484900372149545 0.0014133428940993334 0.0016697957524254283 0.0016574712287251636 0.0011917567321140235 0.0013677692530980048 0.0010074366508430179 0.0011563690836746679 0.0013541540068635607 0.0017666134257131516 0.0010633964696968859 0.0010494463875958537 0.0015235409736109587 0.0012534363382005207 0.0011122764398985305 0.0013152633690225336 0.0014927995893927338 0.0010848708836608267 0.0018711816918169219 0.0012989475202278434 0.0010502392475331135 0.0015913689194269028 0.0018723327893450659 0.0011529348382677395 0.0013518825943492629 0.0013335939290772814
leaf_count=288 34 144 51 79 182 74 47 131 208 166 22 345 219 58 96 56 134 59 35 51 88 50 39 16 150 71 131 21 76
internal_value=0 3.20909e-05 6.21091e-05 1.87312e-05 5.176e-05 8.79341e-05 0.000129631 0.000173807 0.000123942 0.000163438 0.000199827 0.000241807 0.00029623 0.000350689 0.000269242 0.00035434 0.000251017 0.000366406 0.000107816 -6.89728e-05 -0.000403724 0.000150727 -0.000161325 0.000790646 0.000590894 0.000829179 -0.000518342 0.00105105 0.000175456
internal_weight=0 0.0395239 0.0384754 0.0368093 0.0356608 0.0342475 0.0325777 0.0309191 0.0292616 0.0280699 0.0270624 0.025906 0.0245383 0.0231841 0.0207688 0.0190022 0.0156064 0.0132681 0.0082434 0.00713113 0.00233831 0.00581586 0.00394468 0.00502465 0.00397441 0.00339587 0.00245188 0.00241528 0.00238304
internal_count=3121 2833 2799 2655 2576 2394 2320 2269 2222 2091 1925 1903 1695 1350 1271 1052 925 703 365 306 222 271 221 338 322 127 170 79 172
is_linear=0
shrinkage=0.00157699


Tree=1417
num_leaves=31
num_cat=0
split_feature=14 33 10 1365 1429 1213 1374 1456 133 128 376 1447 1 43 16 43 151 151 13 16 4 16 15 15 0 12 52 1 16 4
split_gain=0.000721028 0.000687397 0.000846455 0.000555295 0.00053006 0.000511673 0.00050605 0.000469899 0.000494293 0.000490421 0.000433193 0.000419411 0.000475973 0.000704291 0.000713938 0.000621949 0.000591535 0.000449654 0.000409564 0.000399 0.000389227 0.000595006 0.000442404 0.000356441 0.000320966 0.000284173 0.000253686 9.89645e-05 0.000277864 1.08343e-05
threshold=0.076175000000000007 -0.0066799999999999993 -1.0000000180025095e-35 1.0000000180025095e-35 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.094929999999999987 -1.0000000180025095e-35 -0.25159999999999993 0.086435000000000012 0.11430500000000002 -1.0000000180025095e-35 1.0000000180025095e-35 0.016310000000000002 -0.084119999999999986 -0.51144999999999985 0.043560000000000008 -0.16145499999999999 -0.097984999999999989 0.15891500000000003 0.27287000000000006 -0.29154999999999992 -0.10203999999999998 0.090615000000000015 0.089620000000000019 0.090695000000000012 0.083680000000000018 0.094465000000000007 -0.087874999999999981 -0.020529999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 -4 -6 -7 -8 -9 10 11 -10 13 14 -13 -16 17 -14 -15 26 21 -19 -23 25 -21 27 -17 28 -24 -29
right_child=-2 2 3 -5 5 6 7 8 9 -11 -12 12 16 18 15 19 -18 20 -20 24 -22 22 23 -25 -26 -27 -28 29 -30 -31
leaf_value=-0.0010198422152631001 -0.00095922511266508046 0.0010604176617956622 -0.00094679807974783117 -0.0010226447657163483 -0.00072477285814342052 -0.00069615969280925898 -0.00077932483776084807 -0.00068465606221964617 -0.00052886892202330194 -0.00067668526034150031 -0.00057794930677638708 -0.0010235398309150904 -0.00030410339551855119 0.0012808091242357518 0.0010145412810325038 -0.00030492246333635654 -0.00039138079260268849 -0.00045227323114434092 0.000221052322790825 -6.3303729823649106e-05 0.0012161626553991009 -9.3552514828698097e-06 0.0012831410904963626 0.0001105592686422947 -0.0011367721644930009 0.00028034830901119189 0.00058346164748583195 0.0011712088375572813 0.00038584403596536777 0.0013616470952725066
leaf_weight=0.00124155393129488 0.0015819671802832494 0.0015268003092245843 0.0010657055292073716 0.0010198888322738844 0.0015688373198542429 0.0015143112895579227 0.0010685762559595182 0.0012822047581434451 0.0011975018857160449 0.0011876223363361796 0.001205852548771257 0.0014468150446833479 0.0010523768646137919 0.0012408513772044216 0.0011177919661804481 0.0010590979425644347 0.001374816355113496 0.0010630078290887494 0.0016877056837460991 0.0011200449035204674 0.0019909399491595545 0.0016148099847157517 0.0015483949224517381 0.0012306023428831914 0.0010660051988757857 0.0010743181810153324 0.0015568109955985676 0.0010222368503818302 0.001202113248471184 0.0013720581342244742
leaf_count=34 101 139 151 62 477 51 217 158 183 85 25 205 41 18 12 187 61 15 75 84 178 41 25 91 14 87 135 47 77 45
internal_value=0 5.26917e-06 3.92285e-05 -4.13994e-06 2.55972e-05 5.61971e-05 9.41332e-05 0.000133011 0.00016582 0.000204175 0.000242573 0.000280572 0.000319593 8.91905e-05 -0.00014174 7.37759e-05 0.000482666 0.000573902 0.000670079 -0.000145214 0.000650149 0.000538878 0.000655111 0.000799142 -0.00058677 0.000935395 0.000223783 0.00107218 0.000890976 0.00128034
internal_weight=0 0.0387197 0.0374781 0.0359513 0.0349314 0.0338657 0.0322969 0.0307826 0.029714 0.0284318 0.0272442 0.0260383 0.0248408 0.0102951 0.00736657 0.00591975 0.0145457 0.0131709 0.00292856 0.00480196 0.0121185 0.0101275 0.00906453 0.00744972 0.00218605 0.00621912 0.00261591 0.0051448 0.00275051 0.00239429
internal_count=3121 3020 2986 2847 2785 2634 2157 2106 1889 1731 1646 1621 1438 730 637 432 708 647 93 420 606 428 413 372 98 281 322 194 102 92
is_linear=0
shrinkage=0.00140032


Tree=1418
num_leaves=15
num_cat=0
split_feature=41 42 43 4 48 1 16 3 3 16 48 47 160 12
split_gain=0.000117232 9.96648e-05 0.000125472 0.000226291 0.000183994 0.000153671 0.000215262 0.000253231 0.000232841 0.000204264 0.000164492 0.000241272 0.000275842 0.000101108
threshold=0.078475000000000017 -0.11051499999999999 -0.17390999999999998 -0.49405499999999997 -0.086869999999999989 0.099660000000000012 -0.094359999999999986 0.092670000000000016 -0.090569999999999984 -0.056919999999999991 0.12879500000000002 0.087885000000000019 -1.0000000180025095e-35 0.082850000000000021
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 -5 6 13 8 -8 -10 11 12 -7 -6
right_child=-2 2 3 4 5 10 7 -9 9 -11 -12 -13 -14 -15
leaf_value=-0.0010874508976442025 -0.0012702626816530819 0.0012234811488805568 -0.0019889702384050822 -0.0016400057233935672 -0.00017280291008856696 0.00048449148028388708 0.001844753698558708 0.0021390923319008263 0.00046473847926999665 -0.0015757267219945296 -0.00062389727951031094 -0.00014682464054365963 0.0032028812020750233 -0.0018050216872261416
leaf_weight=0.0013700692175260256 0.0013758865301207726 0.0019791153119599328 0.0010334094983193111 0.0010513325292005318 0.0014241016598117683 0.0013449368520222493 0.0010177838099244794 0.0013279708878997099 0.0019616912160530485 0.0019498093800504462 0.0011849671171582088 0.0016240087091404787 0.0016652095730657355 0.0016134511686676511
leaf_count=163 148 118 141 63 77 137 198 39 610 699 58 120 296 254
internal_value=0 7.58409e-05 0.000158947 3.6447e-05 0.000165927 0.000291549 -6.46473e-05 0.000408729 -5.74389e-05 -0.000552395 0.000860497 0.00124006 0.0019883 -0.00103979
internal_weight=0 0.0205479 0.0191778 0.0171987 0.0161653 0.0151139 0.00929481 0.00625726 0.00492928 0.0039115 0.00581912 0.00463416 0.00301015 0.00303755
internal_count=3121 2973 2810 2692 2551 2488 1877 1546 1507 1309 611 553 433 331
is_linear=0
shrinkage=0.0044645


Tree=1419
num_leaves=31
num_cat=0
split_feature=1456 33 10 457 1213 475 457 151 133 133 1213 42 123 13 13 43 4 15 1 16 1 15 43 12 15 1 43 12 16 4
split_gain=0.000654761 0.00055827 0.000841807 0.00056864 0.000529119 0.000518641 0.000506493 0.000458613 0.000476068 0.000543079 0.00051487 0.000512822 0.000698034 0.000742781 0.000617062 0.000445772 0.000936463 0.000658778 0.00051881 0.000582465 0.00053402 0.000470252 0.00058663 0.000450942 0.000399455 0.000394173 0.000902613 0.000364105 0.000322906 0.000209522
threshold=-1.0000000180025095e-35 -0.0066799999999999993 -1.0000000180025095e-35 -0.15747999999999998 -1.0000000180025095e-35 -0.08459499999999999 -0.079829999999999984 -0.40381499999999992 -0.25159999999999993 -0.16271999999999995 1.0000000180025095e-35 -0.11466499999999999 0.083855000000000013 -0.53104499999999988 -0.091559999999999989 -0.51144999999999985 -0.084369999999999987 -0.008624999999999999 0.094465000000000007 -0.091354999999999978 0.11181500000000001 0.088655000000000025 -0.084359999999999991 0.10345000000000001 -0.10324499999999999 0.10672000000000002 0.070450000000000013 1.0000000180025095e-35 1.0000000180025095e-35 0.053925000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 -4 -5 -6 -7 -8 -9 -10 11 27 13 -13 25 -16 28 18 19 -18 29 -19 -23 24 -22 26 -15 -11 -17 -20
right_child=1 2 3 4 5 6 7 8 9 10 -12 12 -14 14 15 16 17 21 20 -21 23 22 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.00087755597369631609 -0.00094168753652260615 0.0010109105201082768 0.00099629677799998283 -0.00079515750344749106 -0.00087197250491150469 -0.00083457456670544736 -0.00075616298253925796 -0.00075215601072857637 0.001023135294158655 4.7959394015067907e-05 -0.00083772440877838135 -0.00089158613921028001 0.0010688963994883449 -0.00049115546994564832 0.00089144906155813771 -0.00024604437000609602 -4.1420879404075032e-05 0.0008990321819557015 0.0010270869296552458 -0.0012189786727542173 4.7721745496549989e-05 0.00079113589380084041 -0.00057174382205390931 0.00054182859834967293 -0.001130228331429675 0.0012729422413106897 0.0010387214512245521 -0.0010569768903150487 -0.0011398880387321533 0.00026748254133391323
leaf_weight=0.0015351737412447877 0.0010675409212552714 0.0015680087657359279 0.0010171838605863561 0.0015433199535035405 0.0011654832921726968 0.0011536780277667793 0.0011638624100704922 0.0011318576445098474 0.0012027533552372285 0.0011006331571934416 0.0010230195717639825 0.0012189377667368708 0.0015328228228423937 0.0012315372260403015 0.0011534062210785114 0.001563813621299189 0.0020360384360173928 0.0029865100864228398 0.0012825606373212395 0.0012150804514604596 0.0010351483026087571 0.0011096066739764154 0.0011811913075177038 0.0010324692044179073 0.0010510328158619409 0.0012928111694101574 0.0016144705200247245 0.0010611422350259581 0.0013767272358435889 0.0013504747584640597
leaf_count=288 34 144 34 460 194 106 45 158 35 24 250 16 128 48 15 62 85 78 32 251 46 43 168 24 38 78 20 54 108 55
internal_value=0 1.83789e-05 4.50723e-05 3.94977e-06 -2.42376e-05 1.04831e-05 4.15538e-05 7.31918e-05 0.000104548 0.000137249 9.97963e-05 0.000134766 0.000188603 0.000131745 0.000187152 8.13947e-05 2.71388e-05 0.000169567 -5.1767e-05 -0.000481524 0.000191151 0.00054715 8.84019e-05 -0.000185685 -0.000545738 0.000656657 0.000376706 -0.000494416 -0.000664532 0.000637488
internal_weight=0 0.0394631 0.0383956 0.0368276 0.0358104 0.0342671 0.0331016 0.0319479 0.030784 0.0296522 0.0284494 0.0274264 0.0252646 0.0237318 0.0225129 0.0183741 0.0172207 0.0142801 0.0090028 0.00325112 0.00575169 0.00527731 0.0022908 0.00311865 0.00208618 0.00413882 0.00284601 0.00216178 0.00294054 0.00263304
internal_count=3121 2833 2799 2655 2621 2161 1967 1861 1816 1658 1623 1373 1295 1167 1151 1005 990 820 531 336 195 289 211 108 84 146 68 78 170 87
is_linear=0
shrinkage=0.00134594


Tree=1420
num_leaves=18
num_cat=0
split_feature=11 4 3 0 150 48 42 150 16 47 3 42 160 42 4 1 51
split_gain=0.00011979 0.000161688 0.000290539 0.000188135 0.000146809 0.000195356 0.000351977 0.000231216 0.000259739 0.000481732 0.000283756 0.000173197 0.000153308 0.000206616 0.000177885 0.000164046 0.000110086
threshold=0.089270000000000002 0.27287000000000006 0.10893000000000001 0.18019500000000002 -0.084634999999999988 0.088965000000000002 0.084635000000000016 0.086135000000000017 0.22339500000000004 0.12958500000000003 0.086245000000000016 0.091545000000000015 -1.0000000180025095e-35 0.08623500000000002 -0.080924999999999983 0.092390000000000014 0.091630000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 4 -1 7 16 8 10 -10 11 12 -6 14 -14 -16 -7
right_child=-2 2 -4 -5 5 6 -8 -9 9 -11 -12 -13 13 -15 15 -17 -18
leaf_value=0.0014173685965186544 -0.0014165847857121989 0.0028299416288121745 -0.00024510114334902434 0.0017181948299640403 -0.0014155241131743007 -0.0011409923291960508 0.002729050086510398 -0.0024760593306657787 -0.0033766423929271292 0.00058591142381320138 0.0016902025230659432 -0.0017898084189078565 0.00091049482607078738 0.0018301711256741133 -0.0020733028705670637 0.00012176800095980104 0.00055231409097909084
leaf_weight=0.0010074212577997335 0.0010576358334641869 0.0010299912183268914 0.0012553545729326876 0.0010250782912279979 0.0012710946568721005 0.0012737566978417983 0.0010251985323772583 0.0010307643507530004 0.0012951563271352837 0.0010020065768685527 0.0014740679443301383 0.001303919037749679 0.0015969060679376628 0.0011761673659962391 0.0011941820266296033 0.0013197818584784748 0.0015888343814912109
leaf_count=85 106 201 119 23 406 134 132 166 278 17 61 361 376 163 325 78 90
internal_value=0 6.3714e-05 0.0011408 -6.87373e-05 -0.000173055 -0.000269856 0.000571535 -0.000528158 -0.000355564 -0.0016482 -3.7509e-05 -0.00036144 -7.74453e-05 0.000244252 -0.000209498 -0.000920934 -0.00020115
internal_weight=0 0.0208697 0.00228535 0.0185843 0.0175593 0.0165518 0.00388779 0.012664 0.0116333 0.00229716 0.00933612 0.00786205 0.00655813 0.00528704 0.00411087 0.00251396 0.00286259
internal_count=3121 3015 320 2695 2672 2587 356 2231 2065 295 1770 1709 1348 942 779 403 224
is_linear=0
shrinkage=0.00429114


Tree=1421
num_leaves=17
num_cat=0
split_feature=147 11 0 12 13 15 13 48 3 15 51 1 48 151 0 42
split_gain=0.000111504 0.000172794 0.00013667 0.000135826 0.000145084 0.000312876 0.00023306 0.00030622 0.000257062 0.00020283 0.000253068 0.000183755 0.000140886 0.00021114 0.000123862 5.02275e-05
threshold=0.088610000000000008 0.081790000000000015 0.18019500000000002 0.10711000000000002 -0.0034749999999999994 0.035560000000000008 -0.016469999999999995 0.084855000000000014 0.10732000000000001 -0.016799999999999995 -0.071649999999999978 1.0000000180025095e-35 0.086260000000000017 -0.0083949999999999979 -0.11242999999999999 0.088915000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 6 9 7 8 11 10 -6 -1 14 -14 -12 -13
right_child=-2 -3 -4 -5 5 -7 -8 -9 -10 -11 12 15 13 -15 -16 -17
leaf_value=-0.0020331959898934803 0.0015342191309975284 -0.0016281486846261234 0.0017352277352761006 -0.0016544502390675763 -0.002503623160116244 -0.0023808273717408424 0.0025744497504895012 0.0019270775273200439 0.0016454976992113016 0.0014947079799187944 0.0021947507685936289 0.00065783111416729551 -0.0022340112978898644 0.00053403517471703119 -0.000159022014566262 -0.00068128342457943452
leaf_weight=0.0018123249670916851 0.0010032758874736194 0.0015061988792302019 0.0010094703231724447 0.0011194194996857467 0.0010467622872910032 0.0014576493899911419 0.0010583380575196755 0.0017369957819287352 0.0011406885607132544 0.001632389855783959 0.0010034644937823023 0.0011792252906553946 0.0010911220386589093 0.0014281470807877561 0.0010038580885868009 0.0013467424745916834
leaf_count=776 127 172 24 229 88 240 328 258 75 104 42 156 47 69 74 312
internal_value=0 -8.3297e-05 3.87413e-05 -5.60996e-05 4.9536e-05 -0.00037899 0.000498213 0.0001937 -0.000355831 2.5961e-05 -0.000404223 -0.000882051 8.12578e-05 -0.000664835 0.00101763 -5.61299e-05
internal_weight=0 0.0205728 0.0190666 0.0180571 0.0169377 0.00866339 0.00827432 0.00721598 0.00547898 0.00720574 0.00557335 0.00433829 0.00452659 0.00251927 0.00200732 0.00252597
internal_count=3121 2994 2822 2798 2569 664 1905 1577 1319 424 320 1244 232 116 116 468
is_linear=0
shrinkage=0.00473777


Tree=1422
num_leaves=31
num_cat=0
split_feature=1456 14 1213 1365 1374 33 133 38 124 480 158 376 13 156 133 15 15 49 49 15 12 43 2 42 1 42 4 457 0 47
split_gain=0.000693632 0.000578873 0.000511057 0.000532287 0.000566809 0.000577916 0.00051037 0.000527899 0.000813793 0.000617011 0.000543001 0.000541379 0.000614713 0.00052546 0.000504238 0.000643921 0.000859556 0.000792452 0.00055437 0.000514389 0.000369877 0.000486415 0.000325275 0.000272639 0.000335581 0.000576 0.000259888 0.000208381 0.000292853 0.000226128
threshold=-1.0000000180025095e-35 0.076175000000000007 -1.0000000180025095e-35 1.0000000180025095e-35 -0.094929999999999987 -0.0066799999999999993 -0.25159999999999993 0.10386000000000002 -0.043384999999999993 1.0000000180025095e-35 0.087355000000000016 0.11430500000000002 -0.099939999999999987 0.091255000000000017 0.090665000000000009 0.091915000000000011 -0.11713499999999999 -0.087004999999999985 -0.13878999999999997 0.088345000000000021 0.091200000000000017 0.084740000000000024 0.10497000000000002 0.10024000000000001 1.0000000180025095e-35 -1.0000000180025095e-35 -0.082109999999999975 -0.0029299999999999994 -0.10607499999999999 0.092165000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 -4 -6 -7 8 -8 10 11 12 20 14 15 16 22 -18 -17 -16 -10 -22 -14 24 25 -19 -27 -26 -29 -30
right_child=1 -3 3 -5 5 6 7 -9 9 -11 -12 -13 13 -15 19 18 17 23 -20 -21 21 -23 -24 -25 27 26 -28 28 29 -31
leaf_value=-0.00093014242125051886 -0.00070416553496244184 -0.00091811775425102186 -0.00067590175438021684 -0.00089519293318305129 -0.0008510951521150165 -0.00068956785483509299 0.0010782843541148575 -0.00069883481318667269 0.0012542505903937143 -0.00082522640524730238 -0.00072858940379713101 -0.0006531459977391522 -0.00091186660649128937 -0.00055529696129602828 -0.00088251539873687474 0.00028890042284227164 -0.00056038384124176594 -0.00058669724355221015 -0.0010640552859369609 0.00027929783278424452 -6.2314796801337177e-05 0.0010818436416227058 0.00017635938246143241 0.0013441733147414954 0.0002801434182855947 0.0011540855541273428 0.00018229474910040031 0.0012352038092743732 0.00029815557617220406 0.00096857333318703344
leaf_weight=0.0014783252269330851 0.0016010255976823809 0.0011853279467537439 0.0016335302227723494 0.0010107208281953097 0.0010516008682124314 0.0012205616543147215 0.0020772486368107459 0.0011511318268144768 0.0017692078457951501 0.0010881110766397519 0.0010762951098806086 0.0011585101877926709 0.0010213479125296002 0.0015711282614395685 0.001345707732649081 0.0012727018311124993 0.0010346175271553912 0.0010423290001702074 0.001034993118087967 0.0015404055123964255 0.0015521206800528375 0.0012760527173405478 0.0010497830256919194 0.0010974439983328929 0.0013072223842272024 0.0010289102718701315 0.0010459270077207827 0.0026135846708967847 0.0018707351179994003 0.0019229364198340981
leaf_count=288 447 84 53 61 34 158 204 36 92 215 119 18 64 185 168 21 45 150 71 155 35 18 33 15 29 17 105 54 119 28
internal_value=0 2.71906e-05 5.55822e-05 8.77063e-05 0.000114662 0.000151329 0.00018218 0.000214473 0.000247537 0.000189473 0.000228035 0.000265399 0.000305712 0.000209504 0.000268905 0.000357327 0.000460967 0.000592173 -0.000317895 -0.000262421 0.000761912 0.000453922 -0.000360283 0.000692135 0.000626071 0.000245924 0.000664205 0.000779676 0.000881592 0.000637977
internal_weight=0 0.0406512 0.0394659 0.0378649 0.0368541 0.0352206 0.034169 0.0329485 0.0317973 0.0297201 0.028632 0.0275557 0.0263972 0.0217998 0.0202286 0.0173425 0.0150348 0.0129637 0.00230769 0.00288611 0.00459738 0.00282817 0.00207113 0.0119291 0.0108316 0.00311717 0.00207484 0.00771448 0.00640726 0.00379367
internal_count=3121 2833 2749 2302 2241 2188 2154 1996 1960 1756 1541 1422 1404 1259 1074 751 659 562 92 323 145 53 97 517 502 272 122 230 201 147
is_linear=0
shrinkage=0.00137286


Tree=1423
num_leaves=30
num_cat=0
split_feature=14 3 124 480 3 2 1 0 3 40 159 150 12 131 13 16 1 2 1 12 12 48 0 4 16 1 42 1 15
split_gain=0.000628749 0.000577708 0.000598638 0.000545317 0.00043406 0.000341201 0.00058077 0.000541478 0.00053387 0.000584557 0.000408161 0.000397494 0.000314366 0.000418996 0.000408644 0.000459358 0.000370341 0.000299487 0.000453747 0.000408942 0.000232765 0.00022267 0.000430563 0.000297194 0.000651242 0.000220545 0.000214601 0.000154317 5.61782e-05
threshold=0.076175000000000007 0.30112000000000005 -0.043384999999999993 1.0000000180025095e-35 -0.10519499999999998 0.11362000000000001 0.12337000000000002 -0.23091999999999999 0.13524500000000003 -1.0000000180025095e-35 0.087995000000000004 0.092010000000000022 0.092355000000000007 0.096610000000000015 0.016935000000000002 0.029300000000000003 0.10089500000000001 0.10613000000000002 0.077845000000000011 0.091200000000000017 0.09141500000000001 0.085700000000000012 -0.14001499999999997 0.053180000000000012 -0.083539999999999989 0.10508500000000001 -0.025789999999999997 0.10612500000000001 -0.10091499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 26 4 17 7 27 -6 9 -9 11 12 14 -14 15 16 21 18 20 -19 -4 22 -11 24 -24 -20 -1 -7 -25
right_child=-2 -3 3 -5 5 6 -8 8 -10 10 -12 -13 13 -15 -16 -17 -18 19 25 -21 -22 -23 23 28 -26 -27 -28 -29 -30
leaf_value=0.00018569278044709464 -0.00092932698189283772 0.00090185038496080525 -0.00080003416623086504 -0.00097217380084216873 0.00066944491895171642 -0.0013324208500004569 0.00018009917440907119 -0.001181247044349932 0.00054492472230588905 0.00074516529959905563 -0.000929425078691385 -0.0007597369165441186 -0.00087967150781051765 0.00022103986196480644 0.00079687156258179701 -0.00083737931998320635 0.00080699463261792431 0.0011197565626176122 0.00081045557171768455 9.7963183402570661e-05 7.7524970912217335e-05 -0.00057729302936502668 0.00019295656159085361 0.00051749350853364407 -0.0010697712022889657 1.953721601465611e-05 0.0010256656588879646 -0.00059234686431034996 6.8674434727997822e-05
leaf_weight=0.0010154256205581191 0.0013641155627972515 0.0013483403198841773 0.0012467772986042257 0.0011896225526813456 0.001807545486457225 0.0010621061998588024 0.0013856053637710808 0.0010590184398500116 0.0020676190702033628 0.0014648320371861657 0.0011217274872714613 0.0014384346605389462 0.0015778529414556272 0.0011105759870262411 0.0013814487613093016 0.0010984141056671346 0.0012179603627657798 0.0014524899841945604 0.0013950495781855921 0.0015012163826710889 0.0010489241960573992 0.001107195715411069 0.0017391578248213647 0.0010923947670775647 0.0013811166316788515 0.0012688767267654555 0.0013165033270978723 0.0010620098458815619 0.0010131052458244305
leaf_count=55 101 130 39 236 50 139 60 59 21 25 158 125 357 94 26 130 28 49 75 76 47 95 302 12 352 28 176 41 35
internal_value=0 1.93189e-05 -1.31731e-05 -5.8945e-05 -2.61248e-05 -0.000114242 -0.000511352 -4.99498e-05 -0.000115389 -0.000192076 -0.000129514 -7.20792e-05 -2.34241e-06 -0.000424973 9.64963e-05 8.35322e-07 0.000102957 0.000254352 4.82434e-05 0.000600432 -0.00039907 -7.00834e-06 8.73653e-05 -9.7022e-05 -0.00036596 0.000433727 0.000659904 -0.000962401 0.000301535
internal_weight=0 0.0379713 0.036623 0.0342911 0.0331015 0.0251881 0.00350972 0.0216784 0.0198709 0.0178032 0.0167442 0.0156225 0.0141841 0.00268843 0.0114956 0.0101142 0.00901576 0.00791333 0.00495963 0.00295371 0.0022957 0.0077978 0.00669061 0.00522577 0.00312027 0.00266393 0.00233193 0.00212412 0.0021055
internal_count=3121 3020 2890 2659 2423 2109 240 1869 1819 1798 1739 1581 1456 451 1005 979 849 314 189 125 86 821 726 701 654 103 231 180 47
is_linear=0
shrinkage=0.00137286


Tree=1424
num_leaves=31
num_cat=0
split_feature=39 42 453 1456 1213 43 376 33 10 475 160 4 43 158 0 133 15 13 15 15 42 3 47 3 1375 1374 49 12 12 49
split_gain=0.00111218 0.00082333 0.000672459 0.000712734 0.00071825 0.000625201 0.000896345 0.000591494 0.000605572 0.000692557 0.000547176 0.000700534 0.000824518 0.000548215 0.000443468 0.000571552 0.000854782 0.000581193 0.000787464 0.00112161 0.000540717 0.000578714 0.000588668 0.000457573 0.000396891 0.000546906 0.000599317 0.000313717 0.000269391 0.000265409
threshold=0.16946000000000003 -0.11466499999999999 0.095515000000000017 -1.0000000180025095e-35 -1.0000000180025095e-35 0.24789500000000006 0.088055000000000008 -0.0066799999999999993 -1.0000000180025095e-35 -0.08459499999999999 -0.40698999999999991 -0.49405499999999997 -0.15582499999999996 0.085900000000000018 0.041630000000000007 0.091935000000000003 0.088345000000000021 -0.012549999999999997 0.035560000000000008 -0.028889999999999996 0.097315000000000026 -0.078934999999999991 0.088555000000000009 -0.083924999999999986 1.0000000180025095e-35 -0.094929999999999987 -0.0087849999999999977 0.094070000000000015 0.088105000000000003 0.10595500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 -5 6 7 -6 -9 -10 -11 12 -12 14 15 17 -17 20 19 24 21 23 -23 -13 25 -19 -27 -16 -20 -28
right_child=-2 2 -4 4 5 -7 -8 8 9 10 11 13 -14 -15 27 16 -18 18 28 -21 -22 22 -24 -25 -26 26 29 -29 -30 -31
leaf_value=-0.0008668647793870129 0.0013463591101091608 -0.00086133625179016693 -0.0011024778215216783 -0.00076513274433155317 -0.0008725973718974432 -0.0007252826448782613 0.0013439965948423343 0.00094016745942292191 -0.00088943002039131079 -0.00082639562124653398 0.00031223962041442916 0.0003278439414199069 -0.0013460961882615413 -0.00071025340774593835 0.0012445291917192718 -0.0011696420848002183 0.0003154148504902715 -0.0006124177007877556 -0.00093537600386182473 0.0011410424136318077 0.001178984481185243 0.00099094718562307165 -9.3312917838253023e-05 -0.00079860178131926202 -0.00075597953097303046 0.00090332903987714306 -0.00019347518872478919 0.00027855702113969072 -4.1415303542716335e-05 0.0005586608426911933
leaf_weight=0.0021418826121109005 0.0010537827501337907 0.0016198311971280513 0.0010003761031782679 0.0018713151764011551 0.0011231154499586884 0.0016366769541009676 0.0010610460731564899 0.0015570959221125049 0.0012799654397511731 0.0010689323285490984 0.001008001527225133 0.0016258247180247357 0.0011777207117233844 0.0011283746181871548 0.0013053821612418739 0.0013157063576469943 0.0015056296128550528 0.0014240961709219863 0.001550376801889076 0.0020583877537205903 0.001853890716359663 0.0030405913790041558 0.0012927784208969229 0.0010920762943553708 0.0010123042620904243 0.0020744401744536862 0.0030100396016597957 0.0011418025115403907 0.0010074876003045574 0.0011843204531735152
leaf_count=169 23 271 28 425 34 153 59 117 191 150 7 119 67 120 42 201 140 12 78 39 50 138 36 161 24 56 83 25 76 27
internal_value=0 -5.24107e-05 -1.18678e-05 1.4092e-05 4.91858e-05 8.87292e-05 0.000124835 8.87397e-05 0.000119841 8.13189e-05 0.000120296 0.000153142 -0.000581312 0.000209226 0.00024696 0.000193531 -0.000377129 0.000265968 8.8019e-05 0.000247543 0.000532166 0.000362107 0.000667479 -0.000124772 3.62708e-05 0.000140523 0.00031157 0.000793828 -0.000583264 1.88981e-05
internal_weight=0 0.0451695 0.0430276 0.0420272 0.0404074 0.0385361 0.0368994 0.0358383 0.0347152 0.0331581 0.0318782 0.0308092 0.00218572 0.0286235 0.0274951 0.025048 0.00282134 0.0222266 0.0133215 0.0107636 0.00890516 0.00705127 0.00433337 0.0027179 0.0087052 0.0076929 0.0062688 0.00244718 0.00255786 0.00419436
internal_count=3121 3098 2929 2901 2630 2205 2052 1993 1959 1842 1651 1501 74 1427 1307 1240 341 899 395 241 504 454 174 280 202 178 166 67 154 110
is_linear=0
shrinkage=0.00134594


Tree=1425
num_leaves=16
num_cat=0
split_feature=484 403 3 11 156 160 457 133 2 0 1 13 0 15 2
split_gain=0.000116405 0.000125817 0.000167548 0.000199146 0.000175226 0.000156641 0.000192666 0.000225526 0.000151412 0.000231169 0.000255113 0.000227304 0.000210145 0.00011059 8.45094e-05
threshold=-0.0068949999999999992 0.10301500000000001 -0.20241999999999996 0.081790000000000015 0.091255000000000017 -0.091944999999999985 -0.0029299999999999994 -0.088669999999999985 0.11411 -0.10607499999999999 0.091615000000000016 -0.0034749999999999994 -0.076899999999999982 0.035560000000000008 0.090175000000000019
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 -4 -7 -8 9 10 -9 13 -13 14 -11
right_child=1 -3 3 -5 -6 6 7 8 -10 11 -12 12 -14 -15 -16
leaf_value=-0.0013869346831797442 0.0022025472459572494 -0.0016383923925206228 -0.001205967880779606 -0.002104192179347964 -0.0018268333314820249 -0.0014648772027354923 -0.0015997126899680546 0.00090695028656366528 -0.00048359177434389419 0.0019975128037707721 0.0037246016603346712 -0.0018708817607916619 0.00083562040015748215 0.0027467648586371562 5.9325037106812013e-05
leaf_weight=0.0015623849694372935 0.0010705638516822482 0.0010861862730137386 0.0016035074541417829 0.0010811675791322353 0.00108340589177816 0.0012300024122493545 0.0010745558054873769 0.0018690742895139919 0.0018424992504988422 0.0010257904928184488 0.0016602361105664265 0.0014961209471098802 0.0016514011193567209 0.0012215436613607911 0.0015391491308698324
leaf_count=503 127 192 351 82 193 113 229 81 216 207 98 165 86 387 91
internal_value=0 9.41793e-05 0.00019094 7.37615e-05 0.000209895 0.000345988 0.000516317 0.00069844 0.000899117 0.0011426 0.00223241 0.000587901 -0.000450869 0.00145138 0.00083446
internal_weight=0 0.0205352 0.019449 0.0183785 0.0172973 0.0162139 0.0146104 0.0133804 0.0123058 0.0104633 0.00352931 0.00693401 0.00314752 0.00378648 0.00256494
internal_count=3121 2618 2426 2299 2217 2024 1673 1560 1331 1115 179 936 251 685 298
is_linear=0
shrinkage=0.00523088


Tree=1426
num_leaves=31
num_cat=0
split_feature=1213 1456 453 33 10 475 457 38 124 457 40 3 12 4 52 0 457 49 2 15 16 52 16 0 16 40 0 0 4 403
split_gain=0.000810585 0.000830145 0.000693185 0.000698365 0.000752791 0.000819477 0.000606385 0.000554725 0.00097629 0.000683932 0.000495349 0.000828101 0.000703236 0.000875152 0.000725876 0.000683281 0.000682512 0.000607171 0.000534593 0.000453989 0.000524897 0.000634659 0.000435646 0.000599589 0.000396201 0.000331503 0.000329385 0.000317462 0.000313479 0.000293184
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 0.089960000000000026 -0.0066799999999999993 -1.0000000180025095e-35 -0.08459499999999999 -0.14941999999999997 1.0000000180025095e-35 -0.043384999999999993 -0.072694999999999996 -0.063404999999999989 0.149315 0.092355000000000007 -0.46376499999999993 -0.0064899999999999992 -0.019414999999999998 0.080930000000000016 -0.047584999999999995 0.10699500000000002 0.091915000000000011 -0.014034999999999997 0.090245000000000006 0.023255000000000001 -0.10324499999999999 0.052820000000000013 -0.10228999999999998 -0.046359999999999991 -0.15202999999999997 -0.077834999999999988 -0.037174999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=29 -2 3 -3 -5 -6 -7 8 -8 -10 25 12 13 -12 15 16 24 -18 22 20 21 28 23 -14 27 -11 -24 -15 -16 -1
right_child=1 2 -4 4 5 6 7 -9 9 10 11 -13 18 14 19 -17 17 -19 -20 -21 -22 -23 26 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.00032604246969942987 -0.00090905061025384161 -0.00095287864808306756 -0.0010322562031578448 0.00094730978672663546 -0.00091075291174826187 0.0011071458102680223 0.0010571006083630579 -0.00072626408401307483 -0.00086111659261982516 -1.6649563216890765e-05 -0.00078423111973822729 0.0011133628675375502 0.00043359497460169019 -0.00075550675514565128 0.00018895235366051742 0.00092242709674660755 0.00072802524670060524 -0.00053318563140076461 -0.00093532252958286176 -0.00029044662579221474 0.0012139524344833149 -0.00023227791062244927 -0.00020210784147473078 -0.00084098364791255337 -0.0013024395801616493 -0.0010768318315728348 0.00080120255297967072 0.00024166922398139893 0.00087190137643013566 -0.0013459960590939185
leaf_weight=0.0010042569116718303 0.0016655392869369115 0.001137085099584211 0.0010271742684402332 0.0018839771333647439 0.001466771495281737 0.0010834907471242152 0.0019009658134874199 0.0014639344865123851 0.0013841160991385762 0.0011301107376180397 0.0014375400382888757 0.0015388241775289293 0.0010148468541473221 0.0012651400644099198 0.0017195183149025673 0.0011871631847668552 0.0019292599062623594 0.0010778058764326914 0.0016591498833176122 0.0011055708805720607 0.0021115323550719139 0.0018440188279260639 0.0010510458885921725 0.0019597514180975653 0.00102883218217098 0.0010134148132052703 0.0013595056795772109 0.0010654266733500783 0.004170734959772604 0.0010384877949060059
leaf_count=221 258 34 36 144 198 28 131 53 99 30 57 77 26 21 182 18 36 30 165 78 37 127 81 287 63 42 32 130 130 270
internal_value=0 2.28821e-05 5.98238e-05 8.71907e-05 0.000116866 7.56602e-05 0.000115298 8.49559e-05 0.000119932 6.43514e-05 0.000106118 0.000153008 9.82473e-05 0.000227378 0.000305964 -1.50103e-05 -0.000189815 0.000275976 -0.000267324 0.000527353 0.000619183 0.000456805 -6.15158e-05 -0.000406134 -0.000606755 -0.000517882 0.00036374 -0.000299644 0.000672531 -0.000844565
internal_weight=0 0.0436822 0.0420167 0.0409895 0.0398524 0.0379685 0.0365017 0.0354182 0.0339543 0.0320533 0.0306692 0.0285257 0.0269868 0.0199425 0.018505 0.00755363 0.00636646 0.00300707 0.0070443 0.0109514 0.0098458 0.00773427 0.00538515 0.0029746 0.0033594 0.00214353 0.00241055 0.00233057 0.00589025 0.00204274
internal_count=3121 2630 2372 2336 2302 2158 1960 1932 1879 1748 1649 1577 1500 909 852 298 280 66 591 554 476 439 426 313 214 72 113 151 312 491
is_linear=0
shrinkage=0.00134594


Tree=1427
num_leaves=31
num_cat=0
split_feature=39 42 1456 1213 453 33 9 475 1374 133 133 123 13 13 160 4 456 159 1374 12 1 16 0 3 3 16 4 15 15 51
split_gain=0.00105598 0.00112385 0.000768366 0.00072705 0.000716255 0.000731323 0.000817414 0.000642826 0.000584736 0.000628686 0.00064126 0.000552918 0.00070383 0.000818854 0.000548334 0.000565176 0.000476972 0.000512783 0.000550824 0.000682325 0.00103046 0.000972628 0.000626978 0.000585245 0.000536055 0.000406892 0.000480141 0.000275852 0.000175289 0.00028451
threshold=0.16946000000000003 -0.11466499999999999 -1.0000000180025095e-35 -1.0000000180025095e-35 0.089960000000000026 -0.0066799999999999993 0.088235000000000022 -0.08459499999999999 0.093235000000000012 -0.25159999999999993 0.18829500000000002 0.083430000000000018 -0.53104499999999988 -0.47860499999999995 -0.098904999999999979 -0.42529999999999996 0.086265000000000022 0.10620500000000001 -0.094929999999999987 0.092355000000000007 0.122185 0.16703000000000004 -0.076899999999999982 -0.10519499999999998 -0.084074999999999997 -0.082404999999999992 0.0061450000000000003 -0.036009999999999993 0.088235000000000022 0.087305000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 5 -5 7 -7 9 -9 11 12 -11 -14 27 -16 17 18 -17 21 23 22 24 -21 -20 28 -27 -15 29 -26
right_child=-2 2 3 4 -6 6 -8 8 -10 10 -12 -13 13 14 15 16 -18 -19 19 20 -22 -23 -24 -25 25 26 -28 -29 -30 -31
leaf_value=-0.0010835829766308288 0.0015162209497032167 -0.00097711641700660296 -0.0009241243680404111 -0.0010037436718995712 -0.0011459134964296699 -0.00085159889872977546 0.0012357582410464643 -0.00080711331039623035 -0.00092626308865729806 -0.00095053070890405535 -0.00082795001451260253 0.0010675348075798981 0.0013404825373321536 -6.5185857658065808e-06 -0.00051269287866475589 -0.00035346645197484983 -0.00066234307253304633 -0.00050723055521838169 -0.00020719019347523301 0.00017800857115230973 0.0010453409332598228 -0.00067123967730237056 0.0014202724059780094 -0.0012039688417268895 0.00056997853247695485 -0.00027738233778948671 0.00082523687630576192 -0.001083101655316744 0.0013929854336408966 0.0014916252305749648
leaf_weight=0.002301471438123869 0.0010094891974929956 0.0017673228364206142 0.0017162273220193694 0.0012991473195738115 0.0010622309398442545 0.0015384996000556974 0.0015367538790791438 0.0014117835848400642 0.00112574508457186 0.0011397187469128758 0.0012768220195475957 0.0018686897375479452 0.0015369352301224373 0.0011377613396037489 0.0019728885325313991 0.0018407372010713621 0.0010582113954802344 0.0014055841372879732 0.0015605035527091879 0.0013370842511051251 0.0013879681334501015 0.0011518282533478095 0.0027904020441660597 0.0014869935825507765 0.0027962904434515176 0.0015632818962820908 0.0021624635367558653 0.00105277119020064 0.0018322476315830727 0.0010617022756562733
leaf_count=169 23 271 425 34 36 197 54 149 41 13 231 189 32 93 92 26 69 91 177 29 18 46 72 132 103 117 30 122 16 24
internal_value=0 -5.05368e-05 2.44009e-06 4.25965e-05 8.26765e-05 0.000115033 0.000152269 0.000107864 0.000148915 0.000183664 0.000225517 0.000267362 0.000217973 0.000263682 0.000203717 0.000266449 0.000332041 0.000379065 0.000438468 0.000514667 -2.40694e-05 0.00066677 0.000778717 -0.00054966 0.000615623 0.000751987 0.00036259 -0.000523925 0.00100695 0.000823612
internal_weight=0 0.0471801 0.0448786 0.0431113 0.041395 0.0403328 0.0390337 0.0374969 0.0359584 0.0348327 0.0334209 0.0321441 0.0302754 0.0291357 0.0275987 0.0254082 0.0234353 0.0223771 0.0209715 0.0191308 0.00421205 0.0149187 0.0137669 0.00282408 0.0109765 0.00941599 0.00372575 0.00219053 0.00569024 0.00385799
internal_count=3121 3098 2929 2658 2233 2197 2163 2109 1912 1871 1722 1491 1302 1289 1257 1042 950 881 790 764 179 585 539 161 467 290 147 215 143 127
is_linear=0
shrinkage=0.00151575


Tree=1428
num_leaves=16
num_cat=0
split_feature=124 13 4 0 1 13 4 13 15 3 47 15 457 1 14
split_gain=0.000126215 0.000176289 0.000163474 0.000266639 0.000179934 0.000191047 0.000200844 0.000183292 0.000199219 0.000261399 0.000171368 0.000141351 0.000122678 0.000118003 0.000148645
threshold=0.093335000000000015 0.25761500000000009 -0.49405499999999997 0.010870000000000003 0.08844500000000001 -0.094514999999999988 -0.034939999999999992 -0.084154999999999994 -0.0063699999999999989 -0.084074999999999997 0.096300000000000011 -0.091184999999999988 0.045365000000000009 0.094385000000000011 -0.10708499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 7 11 -7 -4 -9 -10 12 -6 13 -8 -15
right_child=-2 -3 3 -5 5 6 10 8 9 -11 -12 -13 -14 14 -16
leaf_value=-0.0018067372024363751 0.0017627648976155511 -0.0021573145743322354 -0.0021632948297277367 0.0019889097608629495 0.00049645594339058172 -0.001717557627324433 -0.001109574668292075 -0.0016960828801614559 -0.0011976463981017344 0.0019332196300483411 -0.0011439089999192517 0.0030098897836049864 0.0019767703367123937 -0.00069115211581345063 0.0017025770835237316
leaf_weight=0.001222867297581586 0.0010086904315054204 0.0010358968141905836 0.0017739304708167215 0.0018301261560632323 0.0013332474047749177 0.0015320541422059195 0.0011509124788009464 0.0015434977859580768 0.0012285385209197348 0.001634298182463868 0.0016209899090626756 0.0010533830112335893 0.0015497693414854297 0.0010755165306797218 0.0018659016628009275
leaf_count=149 54 81 571 148 102 278 66 473 379 279 135 86 98 64 158
internal_value=0 -9.34557e-05 1.12683e-05 0.000127106 -6.91458e-05 0.000318985 -3.02037e-05 -0.00077138 -0.000211014 0.000589661 0.000325722 0.00160581 0.00074795 0.000282595 0.000827321
internal_weight=0 0.0214509 0.020415 0.0191922 0.017362 0.0111818 0.00879514 0.00618026 0.00440633 0.00286284 0.00726309 0.00238663 0.0056421 0.00409233 0.00294142
internal_count=3121 3067 2986 2837 2689 987 799 1702 1131 658 521 188 386 288 222
is_linear=0
shrinkage=0.00512831


Tree=1429
num_leaves=18
num_cat=0
split_feature=403 403 0 1 15 12 16 16 2 48 457 4 1 0 3 4 1
split_gain=0.000103168 0.000158895 0.000152738 0.000181009 0.000175139 0.000204011 0.000279777 0.000190883 0.00016954 0.000125674 0.00018947 0.000149944 0.000157455 0.000162007 0.00014197 5.65489e-05 3.17243e-05
threshold=0.10301500000000001 0.08332500000000001 0.15398500000000004 0.08864000000000001 0.091295000000000015 0.084100000000000022 -0.014034999999999997 -0.083134999999999987 0.13754500000000003 0.12474000000000002 0.045365000000000009 0.40473500000000007 0.13146500000000003 -0.10151999999999999 0.076840000000000006 -0.043364999999999994 0.096255000000000021
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 7 -7 -1 9 10 11 12 13 14 16 -15 -5
right_child=-2 -3 -4 8 -6 6 -8 -9 -10 -11 -12 -13 -14 15 -16 -17 -18
leaf_value=0.0011480425075007996 -0.0013553808194158067 0.0015888032851079886 0.0014277705212551014 0.0011417196841123757 0.00073355957086021441 -0.0038276104762434184 -0.00085696980468800174 -0.0014187789329952918 0.0017976402375854395 -0.0014932642150267007 0.0016829439303882553 0.0010500076180907714 0.0010486797491682152 -0.0009344869868676965 -0.0012767739444964135 -0.0024084711473602747 7.0723672158120606e-05
leaf_weight=0.0011344301507826282 0.0010774497904197924 0.0012747830488432635 0.0013239304727838954 0.001019537923258265 0.0012531522345473611 0.0010080937830826663 0.0016934133914611217 0.0011761610771894295 0.0011598923326833774 0.0010153986093408571 0.0013933465640336715 0.0018178913288575405 0.001240083693479832 0.0010001956204991362 0.0013419615086434078 0.0010778294788924506 0.0012002435430171765
leaf_count=72 202 112 48 16 274 641 386 257 146 50 125 159 22 302 62 187 60
internal_value=0 6.08936e-05 -3.72025e-05 -0.000141863 -0.000759247 -0.00113249 -0.00196549 -0.000158548 0.000173476 3.85863e-06 0.000154504 -9.03464e-05 -0.000391667 -0.000708373 -0.000130405 -0.00169901 0.000562628
internal_weight=0 0.0211303 0.0198556 0.0185316 0.00626525 0.0050121 0.00270151 0.00231059 0.0122664 0.0111065 0.0100911 0.00869774 0.00687985 0.00563977 0.00356174 0.00207803 0.00221978
internal_count=3121 2919 2807 2759 1630 1356 1027 329 1129 983 933 808 649 627 138 489 76
is_linear=0
shrinkage=0.0044645


Tree=1430
num_leaves=31
num_cat=0
split_feature=151 375 14 133 160 1374 52 1 33 1213 43 16 133 1429 151 4 13 128 454 44 13 12 43 52 16 43 3 52 15 150
split_gain=0.00101333 0.000849348 0.000876171 0.000791372 0.000875106 0.000891998 0.000941392 0.000974876 0.00110566 0.000961772 0.000965799 0.0010021 0.00093855 0.000851704 0.000686 0.00102273 0.000614339 0.000540086 0.000540658 0.000481851 0.000679375 0.00059737 0.000566424 0.000610605 0.000704016 0.000454847 0.000471834 0.000454121 0.000488715 0.000444834
threshold=-0.5145249999999999 0.087005000000000013 0.076175000000000007 -0.25159999999999993 -0.40698999999999991 -0.094929999999999987 -0.52017999999999986 0.077565000000000009 -0.0066799999999999993 -1.0000000180025095e-35 0.016310000000000002 -0.084119999999999986 0.093255000000000018 -1.0000000180025095e-35 0.050660000000000004 0.022185000000000003 -0.010094999999999998 0.086435000000000012 -1.0000000180025095e-35 0.081805000000000017 -0.10664 0.051320000000000005 -0.24021999999999996 -0.049749999999999996 -0.087989999999999985 -0.083134999999999987 0.10732000000000001 0.091820000000000013 0.083935000000000023 0.12155000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 -5 29 -7 9 -9 -8 11 -11 25 -10 17 -16 -12 18 -15 20 -20 -22 -23 -24 -25 27 -27 28 -13 -6
right_child=1 -3 -4 4 5 6 7 8 13 10 16 12 -14 14 15 -17 -18 -19 19 -21 21 22 23 24 -26 26 -28 -29 -30 -31
leaf_value=-0.0014661998666813821 -0.00093822203743605952 -0.0013599426680078435 -0.00099065612606144484 -0.001005491314212314 -0.0015120009012751486 -0.0011828081454114305 -0.0015158483979632598 -0.00095716359518087228 -0.00083010810036597809 -0.0011674284793762922 0.00098046695338626375 -0.00023477748240045718 -0.00096157448501303644 -0.0003283629257920748 -0.0012630526848109299 0.00074635382928911714 -0.00017587516090303315 -0.00038033499646060985 0.0013894008434015739 -0.00021853755619399758 0.00087250929898130634 -0.00070242146433919996 0.0011716063128249556 0.00074629587916383029 -0.00059233612754275235 -0.0010144992842215309 0.00040956012171028177 0.001317913430803868 0.0010713042621825202 -0.00013872931876921418
leaf_weight=0.0010987257431267486 0.0017333814672348949 0.0010284392897155206 0.0018607639715355609 0.00158103848298241 0.0010582805340391124 0.0011252858134525026 0.0010025541154536901 0.0013334189712193014 0.0011318168494085503 0.0021343730035543402 0.003098860987737595 0.0018356527404848064 0.0018104330164598892 0.0012366918878683455 0.0011792922198985414 0.0011488688880061382 0.0016008985517572691 0.0012450323590611481 0.0032867499162523251 0.0012274906743527927 0.0098116087932084185 0.0011130843825171146 0.0019273361239551231 0.0019158594950567862 0.0017067744012009374 0.0010518435635699158 0.0010869308262044797 0.0012860559283893735 0.0010261801807125437 0.0011106931802373765
leaf_count=50 178 35 99 212 26 211 322 34 36 216 72 170 190 25 36 35 26 74 147 32 320 17 70 69 195 160 5 19 24 16
internal_value=0 4.26909e-06 3.09082e-05 6.83225e-05 0.000103876 0.000140808 0.000186251 0.000221107 0.000390129 -7.87121e-05 1.77841e-05 -0.000243487 6.10635e-08 0.000456838 0.000513298 -0.000271478 0.000586577 0.000591143 0.000645564 0.000702949 0.000760187 0.000634657 0.00028441 0.000482326 0.00011561 0.000276993 -0.000290789 0.000569758 0.00023355 -0.000808773
internal_weight=0 0.0536957 0.0526673 0.0508065 0.0490731 0.0474921 0.0453231 0.0441978 0.028264 0.0159338 0.0149312 0.0102315 0.0080971 0.0269306 0.0257988 0.00232816 0.00469976 0.0234706 0.0222256 0.0209889 0.0197614 0.0164747 0.00666305 0.00554997 0.00362263 0.00628666 0.00213877 0.00414789 0.00286183 0.00216897
internal_count=3121 3071 3036 2937 2759 2547 2505 2294 1090 1204 882 784 568 1056 1020 71 98 949 875 850 818 671 351 334 264 378 165 213 194 42
is_linear=0
shrinkage=0.00151575


Tree=1431
num_leaves=31
num_cat=0
split_feature=14 33 10 151 150 1456 4 14 1213 38 1374 457 1 13 160 15 52 16 16 47 15 40 3 16 43 15 12 3 3 1
split_gain=0.000669141 0.000564613 0.000972131 0.000476642 0.000589295 0.000680334 0.000500941 0.000646304 0.000540746 0.000552846 0.000543673 0.000386983 0.000488154 0.000409734 0.000453384 0.000461292 0.000633832 0.000739737 0.000688349 0.000658273 0.000524473 0.000441145 0.000471578 0.000361377 0.000296685 0.000202599 0.000169836 0.000158951 5.23564e-05 4.19626e-05
threshold=0.076175000000000007 -0.0066799999999999993 -1.0000000180025095e-35 -0.40381499999999992 -0.22665999999999997 -1.0000000180025095e-35 0.27287000000000006 -0.46885499999999997 -0.080769999999999995 1.0000000180025095e-35 -0.094929999999999987 0.080930000000000016 0.086105000000000015 -0.094514999999999988 -0.22361499999999998 0.088655000000000025 0.096795000000000006 0.15891500000000003 -0.084119999999999986 0.11635500000000001 -0.0058549999999999991 -0.067184999999999981 0.149315 -0.11227499999999999 -0.023869999999999995 0.050935000000000008 0.088365000000000013 -0.082974999999999979 0.11296500000000002 0.097290000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 -5 -6 8 -8 -7 10 -10 13 -13 21 -15 16 17 18 27 -19 -20 -12 26 -17 -25 -22 -23 -16 -9 -18
right_child=-2 2 3 4 5 6 7 28 9 -11 11 12 -14 14 15 23 29 19 20 -21 25 22 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=-0.0010361782427871825 -0.0010199877626848874 0.0011919947547558698 -0.00095055106083248152 0.001126991581423209 -0.0011734242010985202 -0.0011189071274226563 -0.00036915581259595523 0.0011364383844579022 -0.00085388448726227183 -0.0010553054298316124 -0.00049468041983796989 -3.8591933106765829e-05 0.0011858826403363402 -0.0010222223412863427 0.00010573645139765599 7.8927474103453651e-05 0.00064751939392905977 -0.0013406989879091158 -7.6867237518515552e-05 6.0040273055004688e-05 0.0013969596069690973 0.0006459281137331268 0.0012951537577565848 -0.00034609161181119462 -0.0014861421985751719 0.00053673484089943133 -5.3211499894983131e-05 -0.000594995617307845 0.00071078847214434593 0.0010715557236302758
leaf_weight=0.0011190968329684017 0.0014640469657694046 0.0015375598262243875 0.001163017888416106 0.0010242441339016741 0.0010874653189293362 0.0010009299833444443 0.0012066623737752025 0.0014406887163354578 0.0014348966319595027 0.0010674595708888282 0.0010579592425301598 0.0013807754635060112 0.0015000516447631895 0.0010939506456255623 0.0011669699089519314 0.0013399126418107699 0.0010607895257117592 0.0015537091858083829 0.0014966420352551151 0.0014161677075676948 0.0014438120758324662 0.0013611681026879296 0.0013798031192777671 0.0010070593331787947 0.0010092722746630764 0.0010401795898882793 0.0017585924951859511 0.0018451083598119882 0.0011455695612374583 0.0010023114488433293
leaf_count=34 101 139 62 21 269 286 35 148 37 35 18 72 60 180 114 21 48 255 280 29 30 50 49 149 186 124 51 145 75 18
internal_value=0 3.74773e-06 3.51819e-05 -1.49424e-05 1.6761e-05 -1.73897e-05 2.16395e-05 0.000528897 -4.60648e-05 -6.89729e-06 3.5576e-05 8.6803e-05 0.000598994 1.9835e-05 -9.78589e-05 -3.21189e-05 0.000103832 -5.14188e-05 0.000212473 -0.000672765 0.000618044 0.000368751 0.000571766 -0.000519241 -0.000916743 0.00103674 0.000251827 -0.000323511 0.000947899 0.000853528
internal_weight=0 0.0381418 0.0370227 0.0354852 0.0343222 0.0332979 0.0322104 0.00379292 0.0284175 0.0274166 0.0263491 0.0249142 0.00288083 0.0220334 0.0164759 0.0153819 0.0120257 0.00996259 0.00699271 0.00296988 0.00398063 0.00555752 0.00449956 0.00335624 0.00201633 0.00248399 0.00311976 0.00301208 0.00258626 0.0020631
internal_count=3121 3020 2986 2847 2785 2764 2495 258 2237 1951 1916 1879 132 1747 1579 1399 1043 977 693 284 434 168 150 356 335 154 101 259 223 66
is_linear=0
shrinkage=0.00148603


Tree=1432
num_leaves=17
num_cat=0
split_feature=50 48 4 12 3 403 52 130 16 0 1 12 0 2 13 0
split_gain=0.000106086 0.000179591 0.000311052 0.00018183 0.000228276 0.000247672 0.00029439 0.000261896 0.00032779 0.000336009 0.000199645 0.000179319 0.00015988 0.00014755 0.000144585 0.000142339
threshold=0.10647500000000001 0.12737000000000001 0.27834500000000006 -0.094384999999999983 0.11924500000000002 -1.0000000180025095e-35 -0.0064899999999999992 -1.0000000180025095e-35 -0.36241499999999999 -0.10607499999999999 0.09253500000000002 0.079890000000000017 -0.14794999999999997 0.113445 0.0061450000000000003 -0.083914999999999976
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 -5 11 -8 -9 -10 14 12 -7 -4 15 -11
right_child=-2 -3 13 4 -6 6 7 8 9 10 -12 -13 -14 -15 -16 -17
leaf_value=-0.0020469545276137931 -0.0014015190266983136 -0.0018417216058520831 0.00071732780088434108 -0.0024878795731774562 0.0016759097948235361 -0.0012996348109647546 -0.0015266993137183933 -0.001285185804090672 0.0039370914888275264 0.0018630408027979209 -0.00078596339363128478 -0.0021119154390834387 0.00081479989879990348 0.0032706085799327259 0.0027728459611341609 -0.00050428685310031083
leaf_weight=0.0010304028598540028 0.0012593405379443525 0.0011296679836245707 0.0011629753482573215 0.0010017351131562388 0.0019419106935254496 0.0016815854274123687 0.0012021611783072927 0.0013119736831546103 0.0010715284593638685 0.0013256887223162539 0.0012778464339846529 0.0018336707784255696 0.0017977541326072962 0.0010431633967083465 0.0013352733305984632 0.0011545276738658197
leaf_count=78 333 58 132 672 82 70 89 93 48 158 86 608 160 166 73 215
internal_value=0 7.08093e-05 0.000177913 -3.6575e-05 8.57409e-05 -0.000120209 4.93001e-05 0.000608711 0.000952052 0.00142817 0.000900346 -0.000864518 -0.000207119 0.00192464 0.00146511 0.000761062
internal_weight=0 0.0213019 0.0201722 0.0179661 0.0169357 0.0149937 0.013992 0.008679 0.00747684 0.00616486 0.00509334 0.00531301 0.00347934 0.00220614 0.00381549 0.00248022
internal_count=3121 2788 2730 2432 2354 2272 1600 762 673 580 532 838 230 298 446 373
is_linear=0
shrinkage=0.00492917


Tree=1433
num_leaves=17
num_cat=0
split_feature=453 4 11 14 48 2 151 43 1375 16 1 43 15 3 0 13
split_gain=0.000107749 0.000218565 0.000195662 0.000186828 0.000151862 0.000167334 0.000199486 0.000219389 0.000200054 0.000172736 0.000137333 0.000120973 0.000112873 0.000275759 0.000114167 6.61278e-05
threshold=1.0000000180025095e-35 0.27287000000000006 1.0000000180025095e-35 -0.45687499999999998 -0.075224999999999986 0.088225000000000012 -0.055494999999999996 0.016310000000000002 -1.0000000180025095e-35 -0.084119999999999986 0.13075500000000004 -0.063379999999999978 -0.10324499999999999 -0.078934999999999991 -0.10096999999999999 -0.117405
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -3 -1 10 -7 8 -8 -10 12 -11 -6 -14 -15 -9
right_child=-2 3 -4 -5 5 6 7 15 9 11 -12 -13 13 14 -16 -17
leaf_value=-0.0017337852707851665 -0.0014574360168509986 -0.00015748750331259358 -0.002008698390998113 0.0023811834959827647 -0.0021469211197856237 0.0022202531071468029 0.0016262163850090303 0.0023087935495677728 -0.0020528826238091378 0.00086766856323122266 0.00086227548081274576 -0.00085851358582365747 -0.0017643178459954114 0.0013835552929263928 -0.00056393342045824198 0.00071467780872435402
leaf_weight=0.0010181221640670471 0.001055547463996386 0.001067027161904377 0.0011044026219211292 0.0015112001676884082 0.0010249022396362729 0.0012849033288967479 0.0010428272552514004 0.0010873040624677088 0.0013159306640409549 0.0015924027401454941 0.0014229495020003924 0.0019467278278968688 0.0019561424574064219 0.0014928397922178149 0.0011495119449186153 0.0011607947511178551
leaf_count=82 79 66 187 269 96 157 40 30 177 306 28 241 860 38 269 196
internal_value=0 6.31249e-05 -0.000112558 0.00133053 7.13725e-06 0.000114708 0.000519311 0.000251013 -0.000219605 -0.000616072 -0.000426815 -8.18321e-05 -0.000753008 -0.000442336 0.000536332 0.00148568
internal_weight=0 0.021178 0.0185998 0.00257823 0.0174954 0.0164772 0.00943089 0.00814599 0.00589789 0.00485506 0.00704635 0.00353913 0.0056234 0.00459849 0.00264235 0.0022481
internal_count=3121 3042 2707 335 2520 2438 1147 990 764 724 1291 547 1263 1167 307 226
is_linear=0
shrinkage=0.00464487


Tree=1434
num_leaves=16
num_cat=0
split_feature=124 484 40 1 42 42 133 52 48 12 12 2 16 15 52
split_gain=0.000107498 0.000179513 0.0001596 0.000201053 0.000302589 0.000145405 0.000250526 0.000266437 0.000176339 0.000250506 0.000343884 0.000214303 0.00021119 0.00019604 0.000110862
threshold=-0.043384999999999993 -0.0068949999999999992 -0.063404999999999989 0.12811000000000003 0.092145000000000019 0.088060000000000013 -0.083244999999999986 0.11434500000000002 0.085845000000000019 0.095110000000000014 0.084595000000000017 0.095545000000000005 -0.056919999999999991 -0.095869999999999983 0.085175000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 5 6 -4 8 9 10 11 12 -8 -10 -6
right_child=1 2 3 -5 14 -7 7 -9 13 -11 -12 -13 -14 -15 -16
leaf_value=0.0011683181491963909 -0.0018053599307713186 -0.0016189811367545083 0.002188964047488441 0.0016242078658685703 -0.0026102825483859953 0.0015916767746241847 0.0025841365685377003 -0.0023013985508667663 -0.0026311015014367739 0.0022498287040681503 -0.0021732265459358854 -0.00088485034659056112 -5.7706149567300839e-05 0.00013955113853657909 -0.00046593871822068827
leaf_weight=0.0016746070017957795 0.0013541686163687219 0.0012989008917830827 0.0011520699552022015 0.001893110981148304 0.0012816972709734911 0.0016190229265359299 0.001612996575680703 0.0012272369255333935 0.001029170231259785 0.0014764008463776512 0.0012924662386855634 0.0013901705816246057 0.0012576195011213542 0.0014182306006009782 0.0010041633181169241
leaf_count=259 488 104 276 143 235 243 53 156 69 174 428 106 119 90 178
internal_value=0 -0.00010555 1.58974e-05 0.000136182 -4.25475e-05 0.00023323 4.77303e-05 -0.000182724 9.1635e-05 0.000480588 1.02131e-05 0.000672537 0.00142674 -0.00102555 -0.00166829
internal_weight=0 0.0203074 0.0189533 0.0176544 0.0157612 0.0134754 0.0118564 0.0107043 0.00947705 0.00702965 0.00555325 0.00426079 0.00287062 0.0024474 0.00228586
internal_count=3121 2862 2374 2270 2127 1714 1471 1195 1039 880 706 278 172 159 413
is_linear=0
shrinkage=0.00483252


Tree=1435
num_leaves=31
num_cat=0
split_feature=14 3 124 33 10 151 150 1456 456 0 1375 150 1213 16 1447 133 42 15 49 133 12 13 376 1 52 13 16 16 0 0
split_gain=0.000590617 0.000595854 0.000681834 0.000589852 0.000675081 0.00051352 0.000587492 0.00067857 0.000452681 0.000503953 0.000696397 0.000645998 0.000486498 0.000569396 0.000425788 0.000435377 0.000456711 0.000847618 0.000569488 0.0011012 0.000515899 0.000481234 0.000438414 0.000502547 0.000761686 0.000828937 0.000486588 0.000719196 0.000518321 0.000602132
threshold=0.076175000000000007 0.30112000000000005 -0.043384999999999993 -0.0066799999999999993 -1.0000000180025095e-35 -0.40381499999999992 -0.22665999999999997 -1.0000000180025095e-35 0.086265000000000022 -0.23091999999999999 -0.43996499999999994 0.088380000000000014 -0.080769999999999995 -0.51370499999999997 -1.0000000180025095e-35 -0.25159999999999993 0.083995000000000014 0.088655000000000025 -0.081404999999999991 0.084760000000000016 0.092255000000000018 -0.084319999999999992 0.11430500000000002 0.11212500000000002 0.11434500000000002 -0.10278499999999999 -0.097644999999999996 0.042200000000000008 -0.077809999999999976 -0.11991499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 -5 -6 -7 -8 9 10 -9 12 -11 -14 -15 -16 17 22 -18 20 21 -20 23 24 25 -17 -27 28 29 -28
right_child=-2 -3 3 4 5 6 7 8 -10 11 -12 -13 13 14 15 16 18 -19 19 -21 -22 -23 -24 -25 -26 26 27 -29 -30 -31
leaf_value=0.00061186450045861058 -0.001163268150108017 0.00084493422458661828 -0.0014191909310199604 0.00097742531440907893 -0.0012476472953808783 0.00098115704583546701 -0.0013758569069796853 -0.00046513938442431919 -0.0011909384719461511 -0.0011706927933589019 0.0013078584727250419 -0.00095297186220367667 0.0009134507482531051 -0.001185851397483415 -0.0010256503979134456 0.0010479674094774447 0.0012412120424602263 -0.0012256480221250648 4.2404777621250638e-05 -0.0012640307301276675 -0.00037021152410756969 0.0013377616126917962 -0.0010255987376313897 0.00075416850266981511 -0.0013513930286321177 -0.0011303328919109274 0.00075284145386573013 -0.00099229168270925606 0.0012295480806159499 -0.00079470508260338576
leaf_weight=0.0024313918327241715 0.0016381721872900093 0.0014212819173522453 0.0011151004853502391 0.0011572185039963037 0.0013403374054803399 0.0010014017760227025 0.0013749039649494912 0.0010167305736104026 0.0012025579291723423 0.0011819544153132125 0.0013139135132860169 0.0029766518711624715 0.0013203186886450056 0.0010251845390774053 0.0013115617097119161 0.0016606929352747076 0.0012670585449559013 0.0019353617786879171 0.001269717856377639 0.0012827213472696997 0.0014334336347401333 0.0017855865631885006 0.0011534989953361227 0.0019672707762139483 0.0011746432872097321 0.0012436544194422867 0.0012550560023498643 0.0014087232653204884 0.0011966340537981476 0.0013505209269089047
leaf_count=231 101 130 22 54 55 18 269 4 127 282 44 140 20 176 145 19 24 136 77 289 112 63 7 59 37 47 27 145 19 242
internal_value=0 -0.000179031 -0.000214394 -0.000266275 -0.00023209 -0.00027049 -0.000233186 -0.000268839 -0.000222341 -0.000185399 0.000534398 -0.00024285 -0.000162244 -0.000114646 -0.000171869 -0.000126068 -7.08945e-05 -0.000235549 0.000264707 5.03267e-05 0.000425923 0.00079944 -8.11496e-05 1.5626e-05 -0.000140771 3.44604e-05 -0.000226304 -1.05457e-05 0.000353192 -4.92819e-05
internal_weight=0 0.0425751 0.0411538 0.0387224 0.0376073 0.0364501 0.0351098 0.0341084 0.0327334 0.0315309 0.00233064 0.0292002 0.0262236 0.0250416 0.0237213 0.0226961 0.0213846 0.0143461 0.00703852 0.00577146 0.00448874 0.0030553 0.0124107 0.0112572 0.00928992 0.00811528 0.00645459 0.00521093 0.00380221 0.00260558
internal_count=3121 3020 2890 2659 2637 2583 2528 2510 2241 2114 48 2066 1926 1644 1624 1448 1303 738 565 541 252 140 602 595 536 499 480 433 288 269
is_linear=0
shrinkage=0.00160853


Tree=1436
num_leaves=18
num_cat=0
split_feature=147 11 52 1 52 376 2 159 52 48 15 49 52 1 47 4 43
split_gain=0.000103641 0.000157133 0.000122778 0.000191797 0.000157272 0.000141688 0.000155772 0.000236015 0.000177637 0.000177462 0.000190343 0.000233565 0.000167917 0.000260898 0.000162999 8.96468e-05 7.48883e-05
threshold=0.089025000000000007 0.087830000000000005 -0.24456499999999998 0.13436000000000001 0.19022000000000003 0.048375000000000008 0.12437500000000001 0.091530000000000014 -0.081429999999999989 0.095425000000000024 0.088235000000000022 -0.046979999999999987 0.096795000000000006 0.085110000000000005 0.092710000000000015 0.09173000000000002 -0.014584999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 15 4 5 6 7 8 -4 10 11 -10 13 -13 -15 -1 -12
right_child=-2 -3 3 -5 -6 -7 -8 -9 9 -11 16 12 -14 14 -16 -17 -18
leaf_value=-0.0023597746928545669 0.0016274984302419842 -0.002036766827406878 0.0020540700905418443 0.0024120888377496042 -0.0018491302095921117 0.002059619405295191 -0.0020083737435376641 -0.0021502208891761624 -0.0027319860564556206 0.0018816580317823452 -6.0288983036432112e-05 -0.0023974697248464725 0.0017845799334931453 0.0015868578401744826 -0.00090961700720605155 -0.00010861639403550266 0.0017938540346822249
leaf_weight=0.0010133188212890732 0.0010337252594356241 0.0011316984765312723 0.0015826548881112653 0.001005616525360741 0.0011987224968571511 0.0010392919591319947 0.0010030582549712683 0.0011420361711345093 0.0012050015223955572 0.0014434389609467866 0.0010006157223506618 0.0015073794710056309 0.0010466575227690011 0.0014749059165676259 0.0015034650813405825 0.0010010905261053082 0.0016307812912569331
leaf_count=279 124 118 164 165 332 120 90 205 104 113 172 609 45 124 48 28 281
internal_value=0 -0.000103141 7.38923e-06 0.000148802 1.31478e-05 0.000156438 2.04019e-05 0.00017073 0.000384577 0.000140203 -0.000128101 -0.000603379 -0.000139752 -0.000588755 0.000326651 -0.00124103 0.0010888
internal_weight=0 0.0209297 0.019798 0.0177836 0.016778 0.0155793 0.01454 0.0135369 0.0123949 0.0108122 0.00936881 0.00673741 0.00553241 0.00448575 0.00297837 0.00201441 0.0026314
internal_count=3121 2997 2879 2572 2407 2075 1955 1865 1660 1496 1383 930 826 781 172 307 453
is_linear=0
shrinkage=0.00533549


Tree=1437
num_leaves=17
num_cat=0
split_feature=403 403 42 12 52 52 0 49 3 151 4 484 2 16 0 4
split_gain=0.000106102 0.000136477 0.000173786 0.000342359 0.000181938 0.000204811 0.000250101 0.000228705 0.000277814 0.000249681 0.000281703 0.000459905 0.000211572 0.000138555 0.000187072 0.000116558
threshold=0.10301500000000001 0.03138500000000001 -1.0000000180025095e-35 0.051320000000000005 0.15915500000000002 0.077655000000000016 -0.033209999999999996 -0.047584999999999995 0.076840000000000006 -0.033849999999999991 0.053180000000000012 0.080820000000000017 0.092635000000000009 -0.056919999999999991 -0.11756999999999999 0.0012600000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 7 -7 8 -4 -9 11 12 -11 14 -12 -10
right_child=-2 -3 4 -5 -6 6 -8 9 15 10 13 -13 -14 -15 -16 -17
leaf_value=0.00037812909929939948 -0.0015387311143064541 0.0014845069031664587 0.0026847016731878677 -0.0033814620889859727 -0.0014429242286231802 0.0029022181505894921 -5.4747130512164731e-05 -0.0021673732843124596 -0.0012995610228834942 -0.0038922972898032798 1.5963524238418076e-06 0.0016541303831222997 -0.00082352973133073017 -0.0002689280380663806 0.0027825903504190047 0.0010608346196913261
leaf_weight=0.0013193477902838638 0.0010608201629396788 0.0015136546721737356 0.001503714525778522 0.001062387667096612 0.00162525030798255 0.0014649289972774593 0.0013222850473494372 0.0015995546334650629 0.0010083194354404412 0.0011054788296493961 0.0010203847592428206 0.0010036760012090973 0.0010782789509227453 0.0015981948495424336 0.0013859563795094731 0.0010250243928702218
leaf_count=95 202 174 199 588 294 231 46 237 54 363 64 88 203 112 124 47
internal_value=0 5.97232e-05 -5.30549e-05 -0.00129886 0.000124185 0.00029268 0.0014994 1.9868e-05 0.00107831 -0.000405969 -1.42183e-05 -0.00110767 -0.00237703 0.000856124 0.00160334 -0.000109667
internal_weight=0 0.0206364 0.0191228 0.00238174 0.016741 0.0151158 0.00278721 0.0123286 0.00353706 0.00879152 0.00719197 0.00318743 0.00218376 0.00400454 0.00240634 0.00203334
internal_count=3121 2919 2745 683 2062 1768 277 1491 300 1191 954 654 566 300 188 101
is_linear=0
shrinkage=0.00492917


Tree=1438
num_leaves=18
num_cat=0
split_feature=1 15 15 0 13 3 159 42 1 0 42 4 2 2 1 49 4
split_gain=0.000105346 0.000170978 0.000214076 0.000157943 0.000120147 0.000162049 0.000194181 0.000140179 0.0001134 0.000241296 0.000103525 0.000174468 0.000162171 0.000374998 0.000120863 9.5981e-05 4.83612e-05
threshold=0.10439500000000002 -0.016799999999999995 -0.052074999999999989 -0.075684999999999988 -0.42195999999999995 0.097915000000000016 0.082585000000000006 0.092395000000000019 0.11061500000000002 -0.15202999999999997 -1.0000000180025095e-35 -0.083854999999999985 0.089775000000000008 0.092480000000000021 0.08844500000000001 -0.056454999999999991 0.00063500000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 3 8 -1 6 7 10 -2 -10 -6 -12 14 -14 -13 -3 -16
right_child=1 15 -4 -5 5 -7 -8 -9 9 -11 11 12 13 -15 16 -17 -18
leaf_value=0.00095554980204967915 0.00097623915740554482 0.0004009298201954013 -0.001683257237862277 0.0015356141750667766 -0.0007388253732900752 -0.0019400464870940137 -0.0017950028278914006 -0.0010856584885094401 -0.0020030801857551508 0.00071271418045929966 0.0018666856823351102 -0.0016778229006215177 0.0025603868667333934 -0.00080559977618445205 0.00071206343791464701 0.0021233296292627437 -0.00054671417346575566
leaf_weight=0.0012965840990091246 0.0010735807696677924 0.0010156318864869007 0.0010648401863182499 0.0013830114381297165 0.0016113349565349579 0.0010184031320052975 0.0011899035758335822 0.0017631937899249004 0.0011218244495063701 0.0011044985110145178 0.0011762953869347594 0.001004363299904297 0.0011784296162362651 0.0010782306568686284 0.0010095661699969227 0.0012014603942255286 0.0010689735660669442
leaf_count=27 54 58 60 240 675 69 307 419 53 126 141 438 76 144 110 94 30
internal_value=0 0.000361316 -1.40001e-05 0.00036557 -0.000237674 -0.000365548 -0.000220834 -3.14473e-05 -0.000124804 -0.000655751 0.000197264 0.000428753 0.00011198 0.000952121 -0.000502997 0.00133431 6.46859e-05
internal_weight=0 0.00796485 0.00574776 0.00468292 0.0133953 0.0120987 0.0110803 0.00989039 0.0032999 0.00222632 0.00812719 0.00651586 0.00533956 0.00225666 0.0030829 0.00221709 0.00207854
internal_count=3121 685 533 473 2436 2409 2340 2033 233 179 1614 939 798 220 578 152 140
is_linear=0
shrinkage=0.00412451


Tree=1439
num_leaves=28
num_cat=0
split_feature=14 33 10 1456 1374 457 1 454 133 128 401 16 43 12 123 3 2 13 49 403 14 48 1 16 2 2 47
split_gain=0.000696001 0.000554346 0.000874894 0.000476348 0.000482866 0.000403556 0.000428438 0.000416385 0.000378869 0.000410671 0.000363472 0.000401934 0.000470956 0.000507936 0.000444964 0.000372093 0.00032934 0.000303804 0.000413111 0.000509424 0.0004696 0.000392646 0.000354055 0.000287416 0.000277464 0.000204899 4.93928e-05
threshold=0.076175000000000007 -0.0066799999999999993 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.094929999999999987 0.080930000000000016 0.086105000000000015 -1.0000000180025095e-35 -0.25159999999999993 0.086435000000000012 0.08481000000000001 0.15891500000000003 -0.43469499999999994 0.10345000000000001 1.0000000180025095e-35 0.0068900000000000012 0.10188000000000001 0.14871000000000004 -0.049039999999999993 -1.0000000180025095e-35 -0.10708499999999999 0.11926500000000002 0.095285000000000022 -0.094359999999999986 0.088225000000000012 0.090675000000000019 0.082095000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 -5 7 -7 -6 -9 10 11 14 -13 15 17 -14 -17 18 23 -20 -21 22 24 -10 -22 -26 -24
right_child=-2 2 3 4 5 6 -8 8 9 -11 -12 12 13 -15 -16 16 -18 -19 19 20 21 -23 26 -25 25 -27 -28
leaf_value=-0.0010661101043145675 -0.0010723697942795702 0.0012361416291303093 -0.00093573420165899573 -0.00082654081420799406 -0.00091782066668309205 -3.7590606681641655e-05 0.0011110689758731197 -0.00078718890449631159 0.0002029299096554403 -0.00076202219289717426 -0.00060798590213688311 0.00078549757602414181 -0.001340160020194877 0.00038769676356186931 0.0012496885853934458 8.6917443130913889e-05 -0.00098667660197940005 -0.00054597467668336924 -0.00049808338070320471 -0.00021084740295979781 9.0497120311275263e-05 -0.00019794467145600725 0.0014427896772295935 -0.00079328784410639822 0.0013122325650009423 0.00048286750164025451 0.0010409860191484374
leaf_weight=0.0010543538179943459 0.0014012420470490552 0.0013711453213617322 0.0012029614126571877 0.0014256766685747371 0.0010500294940674051 0.0013404884033363365 0.0016823178246032633 0.0011722745585291952 0.0015463974081497689 0.0012251844632465972 0.0014149861967877033 0.0010897442061832407 0.0011219855977276918 0.0017080902266898845 0.0010887450493520237 0.0017835089554072425 0.0010388641517131703 0.0010356686474040097 0.0012044448939583239 0.0015879979712591927 0.0018261029737554058 0.0010119922105786827 0.0013365772921536401 0.0011678442195446346 0.0012318810024201099 0.0015399065033299131 0.0014825676021530398
leaf_count=34 101 139 271 51 69 76 98 173 40 137 220 10 202 40 115 40 32 63 472 46 249 28 89 82 46 171 27
internal_value=0 1.66269e-05 4.95376e-05 7.02377e-07 3.57812e-05 7.58428e-05 0.000601686 1.83862e-05 5.53223e-05 9.41414e-05 0.000137456 0.000183714 -0.000126878 -0.000302776 0.000314103 -0.000601782 -0.000308253 0.000246066 0.000304928 0.000433278 0.000545265 0.000687713 0.000808554 -0.000225708 0.000549239 0.000851467 0.00123148
internal_weight=0 0.0357417 0.0346874 0.0333162 0.0321133 0.0306876 0.00302281 0.0276648 0.0266148 0.0254425 0.0242173 0.0228023 0.00674219 0.00565245 0.0160601 0.00394436 0.00282237 0.0149714 0.0139357 0.0112215 0.010017 0.00842903 0.00741704 0.00271424 0.00459789 0.00277179 0.00281914
internal_count=3121 3020 2986 2847 2576 2525 174 2351 2282 2109 1972 1752 324 314 1428 274 72 1313 1250 1128 656 610 582 122 466 217 116
is_linear=0
shrinkage=0.00151575


Tree=1440
num_leaves=31
num_cat=0
split_feature=39 42 33 2 1456 1365 14 43 123 480 1213 1213 38 13 1 43 43 16 1374 160 51 474 2 1 4 52 13 12 16 15
split_gain=0.00117792 0.000913572 0.000779884 0.0010159 0.000785928 0.000596432 0.00055707 0.000522048 0.000686439 0.000582709 0.000533501 0.00052248 0.000471557 0.000621382 0.000600134 0.00108417 0.000598072 0.00153882 0.000561165 0.000560187 0.000533084 0.00054223 0.000419726 0.000462781 0.000418365 0.000315347 0.000400963 0.000212103 0.000211538 0.000210317
threshold=0.16946000000000003 -0.11466499999999999 -0.0066799999999999993 -0.0091949999999999983 -1.0000000180025095e-35 1.0000000180025095e-35 0.076175000000000007 0.24789500000000006 1.0000000180025095e-35 1.0000000180025095e-35 0.04198000000000001 -0.080769999999999995 1.0000000180025095e-35 -0.094514999999999988 0.08844500000000001 0.070450000000000013 -0.50775499999999985 0.071345000000000006 -0.094929999999999987 -0.098904999999999979 0.087305000000000008 0.084660000000000027 0.11215000000000001 0.102705 -0.026489999999999996 -1.0000000180025095e-35 1.0000000180025095e-35 0.051320000000000005 -0.037154999999999994 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 27 -3 28 -5 6 7 8 9 10 11 -6 13 14 15 -13 -15 18 -18 -20 21 22 23 25 -19 -21 29 -1 -4 -27
right_child=-2 2 3 4 5 -7 -8 -9 -10 -11 -12 12 -14 16 -16 -17 17 24 19 20 -22 -23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=-0.0005347893616052396 0.001577524655062258 -0.0011424803944034469 0.0014593230977942091 -0.0011691418074755979 -0.00091812508215301692 -0.0010603058623574093 -0.0010451907292688706 -0.0007494567177358533 0.001048387403515715 -0.0010435264386207792 -0.0009940450091686869 -0.00063119546301386659 -0.0007725152403402633 0.0011721009919617904 0.0012612845369192464 0.0013719023794171034 -0.0006608395127289656 -0.0012081079840723359 -0.00073270284756191421 -0.00049291554939262744 0.001081502569937392 0.0011268295505622759 -0.00057401744936107593 0.00099674690066472093 -0.00011383573044612047 -4.8749283095601901e-06 -0.00052307493974515333 -0.0015068578456135964 0.00052637873523502529 0.0008347041539666951
leaf_weight=0.0010486915574929858 0.0011043666307877223 0.001485413528529377 0.0012595406392347241 0.0014775308159981062 0.0011037758205709727 0.001266854440911124 0.0011386535273505407 0.001809532562633275 0.0018705711223632173 0.0011364520614950404 0.001057116179399741 0.0016134793629807289 0.0012167080878384686 0.0012483676136980639 0.0025726853289782525 0.0011515666446157979 0.0015025665262164969 0.0026008628375024934 0.0011014907472328668 0.0016774404499486622 0.0025869918946304091 0.0016400346117917417 0.0016657904666379517 0.0018135434724424471 0.0013047726337369605 0.0010809837935008473 0.0010973793479074345 0.0011935641009324094 0.0011620372560836581 0.0023662000364170904
leaf_count=35 23 34 82 270 259 60 64 164 160 218 207 39 34 12 102 15 46 220 116 114 59 84 72 41 76 42 60 134 60 219
internal_value=0 -7.08829e-05 -1.97202e-05 2.04447e-05 -4.09404e-05 3.36533e-06 4.04288e-05 7.55283e-05 0.000120212 6.51611e-05 0.000106605 0.000146255 0.000187856 0.000231094 0.000713094 0.00020304 0.000112459 4.77352e-05 0.000258055 0.000349918 0.000435535 0.000288188 0.000146414 0.000295761 -0.00084254 9.14431e-05 0.000307135 -0.00105223 0.00101163 0.000571425
internal_weight=0 0.0452506 0.0430083 0.0415229 0.0391014 0.0376238 0.036357 0.0352183 0.0334088 0.0315382 0.0304018 0.0293446 0.0282409 0.0270242 0.00533773 0.00276505 0.0216864 0.0204381 0.0165324 0.0150299 0.0139284 0.0113414 0.00970134 0.00803555 0.00390564 0.006222 0.00454456 0.00224226 0.00242158 0.00344718
internal_count=3121 3098 2929 2895 2753 2483 2423 2359 2195 2035 1817 1610 1351 1317 156 54 1161 1149 853 807 691 632 548 476 296 435 321 169 142 261
is_linear=0
shrinkage=0.00157699


Tree=1441
num_leaves=31
num_cat=0
split_feature=14 133 1429 1 1374 151 151 159 16 16 43 457 16 4 51 43 43 43 456 48 4 43 4 13 4 3 16 3 16 475
split_gain=0.000665543 0.000505203 0.000526895 0.000587855 0.000673729 0.000658648 0.000751314 0.000704976 0.000679063 0.000640971 0.000612167 0.000580568 0.000566011 0.00045228 0.000559377 0.000443082 0.000450415 0.000491809 0.000441579 0.000424715 0.000507424 0.000499525 0.000386148 0.000402777 0.000297129 0.000261752 0.000239465 0.00014887 0.000133303 0.000106994
threshold=0.076175000000000007 -0.25159999999999993 -1.0000000180025095e-35 1.0000000180025095e-35 -0.094929999999999987 -0.24431999999999998 -0.016164999999999995 0.076905000000000015 -0.056919999999999991 -0.0087049999999999992 0.016310000000000002 -0.0029299999999999994 -0.084119999999999986 0.40473500000000007 0.081440000000000026 -0.51144999999999985 -0.095049999999999982 -0.083134999999999987 0.086895000000000014 0.092265000000000014 0.053180000000000012 -1.0000000180025095e-35 0.024790000000000003 0.0049450000000000006 -0.076229999999999978 -0.0025099999999999996 0.22339500000000004 -0.082974999999999979 -0.092804999999999985 -0.073994999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 10 -5 -6 18 8 11 -10 12 -8 -4 14 19 -14 -17 -18 28 20 -13 -22 25 -24 27 -11 -19 -12 -7 -9
right_child=-2 2 3 4 5 6 7 29 9 22 24 13 15 -15 -16 16 17 26 -20 -21 21 -23 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.00078764201319827588 -0.00087804219095017418 -0.00084493088321940866 -0.0010275105958604622 -0.00064478203513677846 -0.00078742417329561094 0.0013197527500173707 -0.00060269547204892815 0.0011743165312079816 -0.0012186534703994944 -7.5360787281638221e-05 0.00088662661068404777 -0.00032918582133230253 0.00057115167131581662 0.001098359033948941 0.00090794353480156981 -0.00097713307059944712 0.00042701394135926957 -0.0001486407020861152 1.3134847220428998e-05 -0.00069770461600637953 4.3560848958661992e-05 0.0011316105979481087 0.00089997192941305558 -0.0001748881907632342 -0.00016733236249992964 -0.00095636274026299456 -0.00099650805516650061 0.00021673916862332166 0.00078703227709203943 0.00057873107617769802
leaf_weight=0.00132310924985679 0.0015111881798963714 0.001132969892056356 0.0017872930502353928 0.0015964525492222484 0.0010361629443345058 0.0014008250547055123 0.0011393773013139716 0.0010912874521018523 0.0010427102081096429 0.0013558910141817648 0.0012048225500507215 0.0017326192850535237 0.0011070417143912445 0.0013591885481697985 0.0018216781660580494 0.001442678695396494 0.001683367153619387 0.001380522081167678 0.0010080091276822856 0.001032795742730741 0.0015156609513162778 0.0014258947009899714 0.0010633837083791065 0.0014145105746479203 0.0016505832406095164 0.0010357704729742094 0.0010002718412174261 0.0011096405003829801 0.0019654298321452037 0.0010124605993802041
leaf_count=181 101 152 389 27 38 59 32 45 71 151 25 190 19 111 59 175 198 390 72 15 30 20 28 22 96 37 84 46 116 142
internal_value=0 1.40977e-05 4.16154e-05 6.84601e-05 0.00018467 0.00024113 0.000288671 0.000169728 7.49698e-05 -0.000279727 -0.000166946 0.000284107 -0.000368642 0.000397791 0.000271313 -0.000190593 -0.000343727 -0.000118883 0.000779294 6.80993e-05 0.00023731 0.000570984 -7.86764e-05 0.000286386 0.000260409 -0.000456901 -0.000504866 0.000565457 0.00100872 0.000887682
internal_weight=0 0.0398724 0.0385493 0.0374163 0.0250501 0.0234537 0.0224175 0.0180432 0.0159395 0.00591227 0.0123662 0.0100272 0.00840117 0.00888784 0.00752865 0.00661388 0.00550684 0.00406416 0.00437426 0.00570697 0.00467417 0.00294156 0.00486956 0.00247789 0.00396505 0.00239166 0.00238079 0.00231446 0.00336625 0.00210375
internal_count=3121 3020 2839 2687 1265 1238 1200 953 766 309 1422 457 1255 425 314 866 847 672 247 255 240 50 238 50 167 188 474 71 175 187
is_linear=0
shrinkage=0.00131955


Tree=1442
num_leaves=31
num_cat=0
split_feature=14 453 33 10 1456 1374 1374 128 4 133 13 12 2 160 160 0 3 457 160 13 1 3 1 12 51 3 42 15 15 1
split_gain=0.000832174 0.00064548 0.000622759 0.000960264 0.000596651 0.000617659 0.000831183 0.000540373 0.000516035 0.000540514 0.000498288 0.000774012 0.000742038 0.00073661 0.000664886 0.00068608 0.00111299 0.000963991 0.00103742 0.000524762 0.000478696 0.000462481 0.000473069 0.000441246 0.000411235 0.000493597 0.000391301 0.00110681 0.000303682 0.00056056
threshold=0.076175000000000007 0.091330000000000008 -0.0066799999999999993 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.094929999999999987 -1.0000000180025095e-35 0.086435000000000012 -0.52556499999999995 -0.25159999999999993 -0.10664 -1.0000000180025095e-35 0.13712500000000002 -0.098904999999999979 -0.081969999999999987 -0.053834999999999994 -0.10831999999999999 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.086589999999999986 0.08844500000000001 0.097915000000000016 0.083345000000000016 0.092255000000000018 0.078435000000000019 -0.10217499999999997 -0.0060199999999999993 -0.033689999999999991 0.088235000000000022 0.094825000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 -5 -6 -7 8 -8 -10 12 26 21 -13 -15 17 23 -16 -19 20 -20 22 -11 -17 25 -21 27 -12 29 -27
right_child=-2 -3 3 4 5 6 7 -9 9 10 11 13 -14 14 15 16 -18 18 19 24 -22 -23 -24 -25 -26 28 -28 -29 -30 -31
leaf_value=-0.0008777629917412806 -0.0009335415380500344 -0.0010044301034806248 0.001037696073928712 -0.00080137504358387436 -0.00070286054506720711 0.0011991400012008485 -0.0006365035048647679 -0.00066229961870555997 -0.00071719430423913659 -0.00036321156914701945 -0.00064172495688122235 -0.00086349497030782001 -0.00049021644925968156 0.0007145338935651541 -0.00089035128666919516 -0.00042219308254378443 -0.0011323357100359792 -0.00096807964008997207 -0.00085055806882799827 -0.00052149622327106742 0.0003386516718550052 0.0010792962028234414 0.00081280343757125979 0.00074236389235868944 0.00090456592305264199 -0.0002116536365547074 0.0010767000047846309 0.0012196102783716121 0.00075161607806632487 0.00074834810818347208
leaf_weight=0.0012304557362430293 0.0016312285925943462 0.0010329121209693417 0.0016046013537054362 0.0014364777688018462 0.0017591775794798528 0.0010814030224253193 0.0015970072959632297 0.0017074478162151232 0.001256693693640675 0.0010448320774685263 0.0011225300648085579 0.0015942946435578689 0.0010673627699926413 0.0022434808558513533 0.0014851842070955365 0.0010644220969489027 0.002189924443381861 0.001153833177613973 0.001123768430424831 0.001073316025468775 0.0011423599293607367 0.0025616303338233948 0.0012662514137744552 0.0011148106160572269 0.0024084648384897758 0.002375885243168562 0.0016944291526042035 0.0010209162455794285 0.0027866042811344194 0.0017810635574235789
leaf_count=34 101 35 139 270 51 14 36 181 131 21 59 240 50 137 88 46 126 128 167 54 21 67 30 67 81 343 132 8 207 57
internal_value=0 6.69962e-06 2.99146e-05 5.54379e-05 1.80477e-05 4.69565e-05 8.08151e-05 4.88861e-05 8.24593e-05 0.000115671 0.000147087 7.33886e-05 0.000486734 -1.44503e-05 4.72377e-05 -2.87569e-05 -0.000480991 0.000100129 0.000206378 0.000313153 -0.000251075 0.000700734 0.000281132 0.000173549 0.000435797 0.000294968 0.000612098 0.000244823 0.000421174 0.000199663
internal_weight=0 0.0460215 0.0449886 0.0437582 0.0421536 0.0407171 0.0389579 0.0378765 0.0361691 0.0345721 0.0333154 0.0273753 0.00594008 0.0235374 0.0219431 0.0196996 0.00436916 0.0153305 0.0138453 0.0126915 0.00226613 0.00487271 0.00231108 0.00217923 0.0104253 0.00801687 0.00383788 0.00214345 0.00694355 0.00415695
internal_count=3121 3020 2985 2951 2812 2542 2491 2477 2296 2260 2129 1961 168 1762 1522 1385 239 1146 1058 930 188 118 51 113 742 661 199 67 607 400
is_linear=0
shrinkage=0.00129368


Tree=1443
num_leaves=31
num_cat=0
split_feature=14 124 33 10 480 40 454 42 133 4 13 1374 1456 123 128 3 40 13 2 3 0 2 16 133 16 0 16 15 3 2
split_gain=0.000669804 0.000691274 0.00058484 0.000633696 0.000539971 0.000532686 0.000574416 0.000579308 0.000617675 0.0006155 0.000568225 0.000553402 0.000507802 0.000492584 0.000454174 0.000439587 0.000391805 0.000379413 0.000467116 0.00101059 0.000891453 0.000482802 0.000532154 0.000427843 0.00032787 0.000318575 0.0002307 0.00051941 0.000209977 7.98621e-05
threshold=0.076175000000000007 -0.043384999999999993 -0.0066799999999999993 -1.0000000180025095e-35 1.0000000180025095e-35 -0.063404999999999989 -1.0000000180025095e-35 0.092145000000000019 1.0000000180025095e-35 -0.49405499999999997 -0.063184999999999977 -0.094929999999999987 -1.0000000180025095e-35 0.083430000000000018 0.086435000000000012 -0.15121499999999996 -0.14795499999999998 -0.099939999999999987 0.092875000000000013 -0.078934999999999991 -0.084044999999999995 0.10252500000000002 0.054560000000000004 0.061605000000000007 0.22339500000000004 -0.15202999999999997 -0.088159999999999988 -0.033689999999999991 0.10732000000000001 0.089885000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 13 -3 -4 5 16 -7 9 10 -8 -9 -11 -13 -1 15 -14 -5 24 19 20 -19 -20 25 -22 28 -23 29 -28 -17 -21
right_child=-2 2 3 4 -6 6 7 8 -10 11 -12 12 14 -15 -16 17 -18 18 21 26 23 22 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=-6.1264757503663869e-05 -0.00099903012677451811 -0.0010799706254257886 0.00097847575928779141 -1.2353016007668508e-05 -0.00094528498828477662 -0.00097056731523493948 -0.00088438473053289893 -0.00063703572698951632 -0.0011583517033664729 -0.00064428445149394842 0.0004631543570217949 -0.00066722936203380471 0.0010379960300649564 0.0010698259325670654 -0.00056646478185273569 0.00057378516945280384 -0.0011645748855932919 -0.0011873625375148284 -0.0010062764589661153 0.00088811118980790856 -0.00034640712490084002 -8.7987709890792142e-05 -0.00083619895894972173 0.00067914389654940806 0.00010063167781040748 0.00074071787377909314 -0.00015326856553783745 0.0010501449093646064 0.0014004674566876639 0.001399124130873157
leaf_weight=0.001226685903391366 0.0013346713576778404 0.0010392178622282691 0.0012178702448575321 0.0010316932641387666 0.0012703550959756163 0.0010813132441942477 0.0010717161848106038 0.0017664989001207054 0.0013923975390917054 0.0014330828738557946 0.001922199233064247 0.0011192264700384804 0.0016605152142008415 0.0019633949681141516 0.0011253030042376313 0.0011874774111646459 0.001317974499014162 0.0011356832602833376 0.0010104064905707153 0.0014314558567214419 0.0013670390665279086 0.0018884482618943821 0.0010130246296862211 0.0019151897373683724 0.0012130716132219277 0.0017549599540083172 0.0012625230415954647 0.0015877419898800193 0.0012230019753989296 0.0010320721132615063
leaf_count=71 101 24 78 25 239 63 108 174 249 48 29 204 76 181 156 37 53 350 111 40 236 42 64 102 11 97 24 43 74 11
internal_value=0 9.12376e-06 -4.41497e-05 -1.46032e-05 -4.89483e-05 -1.54029e-05 3.24358e-05 6.798e-05 -0.000363688 0.000154224 -6.37211e-05 0.000199917 0.000252684 0.000634886 0.000299896 0.000347033 -0.000658657 0.000286717 0.000190781 0.000376893 -0.000118004 -0.000128832 6.15664e-05 0.000252005 0.000694403 0.000311184 0.000788353 0.000517094 0.000993218 0.0011022
internal_weight=0 0.0406615 0.0374715 0.0364322 0.0352144 0.033944 0.0315943 0.030513 0.0050811 0.0254319 0.0036887 0.0243602 0.0229271 0.00319008 0.0218079 0.0206826 0.00234967 0.0190221 0.0153985 0.00973171 0.00441791 0.00566684 0.00465643 0.00328223 0.00362355 0.00364341 0.00531379 0.00285027 0.00241048 0.00246353
internal_count=3121 3020 2768 2744 2666 2427 2349 2286 452 1834 203 1726 1678 252 1474 1318 78 1242 1120 806 688 314 203 338 122 139 118 67 111 51
is_linear=0
shrinkage=0.00140032


Tree=1444
num_leaves=17
num_cat=0
split_feature=401 42 123 484 4 0 151 4 2 2 16 43 4 51 16 1
split_gain=9.87228e-05 0.000109233 0.000190593 0.000181745 0.000168197 0.000227079 0.000153584 0.00023306 0.000226798 0.000170965 0.000263191 0.000238741 0.000146171 0.000116673 0.000131673 9.55041e-05
threshold=0.083100000000000021 -0.11466499999999999 1.0000000180025095e-35 -0.0068949999999999992 -0.49405499999999997 0.041630000000000007 -0.090369999999999992 0.24564500000000003 0.092875000000000013 0.088225000000000012 -0.091114999999999988 -0.074359999999999996 0.053180000000000012 0.089685000000000001 -0.020119999999999996 0.111945
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 -5 6 -6 8 9 11 -11 -8 -13 14 -10 -9
right_child=-2 2 -4 4 5 -7 7 15 13 10 -12 12 -14 -15 -16 -17
leaf_value=-0.0013044191958853037 -0.0015567034612316471 -0.0017455632277191071 0.0019429529927506072 -0.0014357499532658185 -0.001438094752880558 0.0021583026867872876 0.0012149029788525651 0.00068186688706057814 -0.0030259036463090821 0.0032773429002800648 -0.00014873040400359162 -0.0021269093628085126 0.00030190382425142358 0.00019679469842147164 -0.00054207054902590684 0.002558617035041939
leaf_weight=0.0014046079890221155 0.0010110837727183844 0.0013771697485741438 0.0013886034329288746 0.0015359408935644537 0.0014538541222037802 0.0015142160929998419 0.0019506668600641763 0.0014253675651532136 0.0011276311195610456 0.0011434349318144021 0.001123911627907509 0.0015053949939924961 0.0010726670807841288 0.0010630710742673966 0.0010344311458353184 0.001320333532236706
leaf_count=141 290 461 243 117 135 90 273 74 162 57 173 474 35 104 170 122
internal_value=0 5.09595e-05 0.000145974 1.21644e-05 0.000152324 0.000307341 0.000110252 0.000286573 -6.90024e-05 0.000452047 0.00157906 -0.0001122 -0.00111634 -0.00116697 -0.00183752 0.00158435
internal_weight=0 0.0214413 0.0200367 0.0186481 0.0172709 0.015735 0.0142208 0.0127669 0.0100212 0.00679608 0.00226735 0.00452873 0.00257806 0.00322513 0.00216206 0.0027457
internal_count=3121 2831 2690 2447 1986 1869 1779 1644 1448 1012 230 782 509 436 332 196
is_linear=0
shrinkage=0.00502775


Tree=1445
num_leaves=17
num_cat=0
split_feature=41 1429 475 15 15 151 48 51 40 47 3 12 0 16 4 3
split_gain=0.000100582 0.000122823 0.000228125 0.000225065 0.000129215 0.000186027 0.000114498 0.000203501 0.000150815 0.000270482 0.000239741 0.000189697 0.000275055 0.000192116 0.000313282 5.39148e-05
threshold=0.078475000000000017 0.084545000000000009 -1.0000000180025095e-35 -0.24436499999999997 -0.11713499999999999 -0.077429999999999985 0.093265000000000015 0.08955500000000001 -1.0000000180025095e-35 0.10783500000000001 0.096675000000000011 0.092355000000000007 -0.10224499999999999 -0.056919999999999991 -0.077834999999999988 0.11658
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 -5 -6 7 8 -7 10 11 12 -10 14 -14 -8
right_child=-2 -3 3 4 5 6 15 -9 9 -11 -12 -13 13 -15 -16 -17
leaf_value=-0.002194828605198909 -0.0013517444053818474 0.0017624522593850534 0.0022769194917791119 -0.0015692852535929627 0.0015726811402123431 -0.0017449912567932295 0.0018177130495244712 -0.0023597225062163968 -0.001964423424024031 0.0024581031291979437 0.0017712548515021879 -0.0019114598734210949 -0.00073984871569379403 -0.00075889016074471357 0.0028593009800001391 0.00018971100839451781
leaf_weight=0.0011496956417635087 0.0013453251551673864 0.001026488733987029 0.0011404501597783957 0.0012751358559603366 0.001896627805406669 0.0012309950952402735 0.0010177949037288867 0.0010905061449815743 0.0014351281067306303 0.0011115995681256772 0.0013578663755726694 0.0018713344930197939 0.0010071505511148864 0.0016398746145726666 0.0015555835183872491 0.0010392964349588141
leaf_count=289 148 207 200 192 229 56 116 221 83 43 48 484 422 249 95 39
internal_value=0 6.66663e-05 -2.11637e-05 0.000112695 -2.8112e-05 9.27958e-05 -0.000102702 -0.000286319 -8.46105e-05 0.000120221 -0.000172866 -0.000524422 -6.40224e-05 0.000584936 0.00144484 0.000995204
internal_weight=0 0.0208455 0.019819 0.0186693 0.0175289 0.0162538 0.0143571 0.0123 0.0112095 0.00997854 0.00886694 0.00750907 0.00563774 0.00420261 0.00256273 0.00205709
internal_count=3121 2973 2766 2477 2277 2085 1856 1701 1480 1424 1381 1333 849 766 517 155
is_linear=0
shrinkage=0.00502775


Tree=1446
num_leaves=29
num_cat=0
split_feature=14 3 124 480 456 1213 1374 457 158 52 403 43 4 4 15 1 474 52 160 47 2 42 0 2 13 42 4 2
split_gain=0.000549852 0.000490675 0.000553782 0.000484098 0.000477115 0.000439602 0.000463963 0.000607396 0.000369287 0.000367447 0.000387575 0.000327369 0.000873828 0.00038844 0.000897572 0.000522436 0.000443235 0.000426012 0.000372484 0.000318016 0.000256103 0.000376726 0.000506725 0.000467291 0.000246424 0.00023947 0.000116308 6.44703e-05
threshold=0.076175000000000007 0.30112000000000005 -0.043384999999999993 1.0000000180025095e-35 0.086265000000000022 -1.0000000180025095e-35 -0.094929999999999987 0.092360000000000012 0.087355000000000016 -0.23798499999999997 -1.0000000180025095e-35 -0.51144999999999985 -0.49013999999999996 -0.029144999999999997 0.090615000000000015 0.12500000000000003 0.082665000000000002 0.11277500000000001 -1.0000000180025095e-35 0.11635500000000001 0.11982500000000001 0.088060000000000013 -0.10011499999999998 0.092235000000000025 -0.013024999999999998 -0.018024999999999996 -0.085409999999999986 0.088475000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 25 4 5 -4 -7 8 9 19 -11 -12 -13 14 17 16 18 24 -15 -8 21 22 23 -20 27 -1 -26 -14
right_child=-2 -3 3 -5 -6 6 7 -9 -10 10 11 12 13 15 -16 -17 -18 -19 20 -21 -22 -23 -24 -25 26 -27 -28 -29
leaf_value=0.00013184839972404629 -0.00091898958345594604 0.00082220926249819003 -0.00073407054456169378 -0.00093742352572881806 -0.0009371944601494856 -0.00071990774744214484 -0.00091374523570656981 0.00089127696945165359 -0.00066509417422874902 -0.00069811177902612449 0.00082545471068024999 -0.00087825827552822592 0.00087966844292755955 -0.00083213139461243263 -0.00061918130350381334 0.00082339902770117094 0.00078779485875459443 -0.00012412446041453593 -0.00026591315105885846 2.9556220832719735e-05 -0.00061095539466119668 0.00057368800617223074 -0.00098407673626930677 0.0006060524368910607 0.00025444773661780168 0.0010105802862325609 0.00086457363528556882 0.0013282513143833734
leaf_weight=0.0010116165896842944 0.0012005510153336721 0.0012894974101080861 0.001437232592247816 0.0011171645466988558 0.0010313034318307759 0.0014315237656141724 0.0012513287378110851 0.0015266988844473408 0.0013588646853392441 0.0010308734112038911 0.0012147105684405793 0.0015135834881831898 0.0010064853060658407 0.0012373767644944253 0.0011980074603492596 0.0013794768989441328 0.0010267774335703814 0.0010236634743421291 0.0029514353641388784 0.0013415841647237414 0.0012405293583079846 0.0018678831581881994 0.0010168893422589946 0.0017877873465863559 0.0012979407057613912 0.0012635223134070386 0.0010037161304978668 0.0013710029463709361
leaf_count=56 101 130 463 236 131 33 249 51 170 371 20 44 33 147 139 60 100 19 39 30 32 48 102 48 39 175 38 17
internal_value=0 6.45658e-06 -2.28128e-05 -6.62473e-05 -3.63442e-05 -6.86492e-06 2.78834e-05 6.52518e-05 1.87513e-05 5.48233e-05 0.0001086 0.000146166 0.000106728 0.000183541 0.000439891 4.21113e-05 -5.47348e-05 0.000662374 -0.000140371 -0.000425677 -4.38101e-05 4.84723e-05 -0.000121962 6.30203e-05 0.000834438 0.000619861 0.000520514 0.00113835
internal_weight=0 0.0372285 0.035939 0.0336638 0.0325467 0.0315154 0.0300781 0.0286466 0.0271199 0.0257611 0.0231681 0.0221373 0.0209226 0.019409 0.00690082 0.0125082 0.0111287 0.00570281 0.0101019 0.00259291 0.00886452 0.007624 0.00575611 0.00473922 0.00467915 0.00227514 0.00230166 0.00237749
internal_count=3121 3020 2890 2659 2423 2292 1829 1796 1745 1575 1296 925 905 861 285 576 516 146 416 279 269 237 189 87 127 231 77 50
is_linear=0
shrinkage=0.00134594


Tree=1447
num_leaves=31
num_cat=0
split_feature=14 3 33 10 1365 1213 1429 480 1374 1 151 457 0 3 130 403 43 1 16 16 4 4 43 1 16 3 1 12 43 160
split_gain=0.00061893 0.000598112 0.000643678 0.000932931 0.000549411 0.00054703 0.000511002 0.000503218 0.000517134 0.0005592 0.000749786 0.000667755 0.000579025 0.0006118 0.00053877 0.000467951 0.000647198 0.000537721 0.000568191 0.000829923 0.000393453 0.000444741 0.000441318 0.00036484 0.000396333 0.000329125 0.000360823 0.000269205 0.000152443 9.67031e-05
threshold=0.076175000000000007 0.30112000000000005 -0.0066799999999999993 -1.0000000180025095e-35 1.0000000180025095e-35 -1.0000000180025095e-35 -1.0000000180025095e-35 1.0000000180025095e-35 -0.094929999999999987 1.0000000180025095e-35 0.061780000000000009 0.045365000000000009 -0.087634999999999977 -0.076669999999999988 -1.0000000180025095e-35 0.03138500000000001 -0.27207999999999993 0.12873500000000002 0.057265000000000003 -0.008904999999999998 -0.082109999999999975 -0.49405499999999997 -0.084569999999999992 0.11751000000000002 -0.11227499999999999 -0.080484999999999987 0.10871500000000002 0.084290000000000018 0.07827000000000002 0.081905000000000019
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 5 -5 -7 8 -8 12 11 15 13 -10 -14 16 -11 18 19 23 21 -16 -22 24 25 -18 -27 -23 -29 -13
right_child=-2 -3 3 4 -6 6 7 -9 9 10 -12 29 14 -15 20 -17 17 -19 -20 -21 22 27 -24 -25 -26 26 -28 28 -30 -31
leaf_value=-0.00099566662164676128 -0.00086077161166843203 0.00084925335545690795 0.00099793143121640988 -0.0007104069673896029 -0.00093755170267444555 -0.00084211450823602795 -0.00066176297229940146 -0.00069490814241381874 -0.0013196362436193438 -0.00073365506125063601 -0.00060221512163847828 0.00069185916862948154 -0.00072062918056443089 -0.00011228401788398761 -7.0368987542713797e-05 0.00089980844332865557 0.0010614404187615997 0.000801554554881071 -0.0008170135053421684 0.0011554403203434724 0.00029359434979103836 0.0012466069783420228 -0.00078420517660471344 -0.00059139609888050892 -0.00026909285857173185 0.00063975652790571708 -0.00040694891664646557 9.3779463242913522e-05 0.00078031079759125193 0.0012165558871227535
leaf_weight=0.0011458400930823833 0.0014753879766198344 0.001424281065937282 0.0015897491405569833 0.0018252923837546167 0.0011362568748261017 0.0011311658546668815 0.0015060759042597729 0.001473587649002738 0.0012000069942299518 0.0012687815806771132 0.0015584167829354447 0.0010894102581637801 0.0012765598371867757 0.0018689911619658084 0.0021005812292287374 0.001689489809933776 0.0010871684563431572 0.0024977673314379714 0.0010208898483128346 0.0013914567822848074 0.0014029262429908779 0.0010797561303093001 0.0012516808180717117 0.0013012213525824823 0.0020759317757441664 0.0013119137504133977 0.0010187687289828773 0.0010998737021008509 0.0011541170601958584 0.0013945158237902433
leaf_count=32 101 130 114 477 61 151 49 227 217 19 51 58 74 100 22 22 28 88 135 68 144 18 316 34 203 31 16 79 19 37
internal_value=0 8.64214e-06 -2.05964e-05 7.47413e-06 -3.37316e-05 -6.03277e-06 3.04396e-05 5.93671e-05 9.34135e-05 0.000129937 0.000274107 0.000353751 -8.69443e-05 -0.00058437 7.60581e-05 0.000246577 0.000161512 0.000258544 0.000111236 0.000226993 0.000201788 0.000405189 -0.000214602 3.68694e-05 0.000185676 0.000461893 0.000182229 0.000704837 0.000445306 0.000986432
internal_weight=0 0.0423725 0.0409482 0.0398024 0.0382126 0.0370763 0.0352511 0.0341199 0.0326463 0.0311402 0.0187057 0.0171473 0.0124345 0.003069 0.0093655 0.0146634 0.0129739 0.0117051 0.00920735 0.00818646 0.00808894 0.00543433 0.00265461 0.006795 0.00549378 0.00341785 0.00233068 0.00333375 0.00225399 0.00248393
internal_count=3121 3020 2890 2858 2744 2683 2206 2055 1828 1779 790 739 989 317 672 644 622 603 515 380 598 138 460 312 278 75 47 116 98 95
is_linear=0
shrinkage=0.00131955


Tree=1448
num_leaves=18
num_cat=0
split_feature=52 16 3 13 0 52 4 12 1 15 0 48 2 160 4 2 47
split_gain=0.000102554 0.000178498 0.000362628 0.000313764 0.000166142 0.000232612 0.000209615 0.000174565 0.000125678 0.000301001 0.000172759 0.000187888 0.000189682 0.000131155 0.000234222 0.000258739 0.000244666
threshold=-0.40306999999999998 0.23311500000000004 0.083060000000000009 0.18141000000000002 -0.077999999999999986 0.12603000000000003 -0.35136499999999998 0.091545000000000015 1.0000000180025095e-35 0.083935000000000023 -0.10151999999999999 0.12230500000000001 0.11474000000000002 -0.080409999999999995 0.053180000000000012 0.089885000000000007 0.092710000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 4 8 6 -6 -8 9 -2 11 12 13 -10 15 -15 -16
right_child=1 2 -4 -5 5 -7 7 -9 10 -11 -12 -13 -14 14 16 -17 -18
leaf_value=-0.001063702520159319 -0.00246540205110356 0.0026119172464242318 -0.00037515379377504854 -0.0019946196039987972 -0.0002975897059813629 -0.0008819533841494876 0.0027978415214736209 0.00079287450591361108 -0.00089919444962331099 0.00018133279837359556 -0.0012068642990448923 -0.0013197418177029764 0.0020456435304042845 -0.0018023601545506564 0.0028369903493031534 0.00094585667968681835 0.00026136823515993069
leaf_weight=0.0013760675081629916 0.0011693647906704215 0.001208948895522143 0.0013541846095481702 0.0012571054139879348 0.00114460953248674 0.0011799455634809997 0.0012717783042281187 0.0014728451254766295 0.0012890417843709487 0.0015982699425067248 0.0015036610492102928 0.0010291253781913312 0.0010520011655766881 0.0010621701498085825 0.0010392695974630328 0.0010918339252365961 0.0013105885494013592
leaf_count=324 575 105 45 127 66 155 204 265 69 475 331 42 102 68 57 74 37
internal_value=0 5.33914e-05 0.00103375 -8.26443e-05 5.69795e-05 0.000659818 0.00112757 0.00172192 -0.000194631 -0.00093695 2.4449e-05 0.000259586 0.000497037 0.000215807 0.00053493 -0.000409328 0.00140049
internal_weight=0 0.0210347 0.00256313 0.0184716 0.0172145 0.00506918 0.00388923 0.00274462 0.0121453 0.00276763 0.00937769 0.00787403 0.00684491 0.0057929 0.00450386 0.002154 0.00234986
internal_count=3121 2797 150 2647 2520 690 535 469 1830 1050 780 449 407 305 236 142 94
is_linear=0
shrinkage=0.00396435


Tree=1449
num_leaves=31
num_cat=0
split_feature=33 10 14 1429 1374 457 158 159 11 1213 160 403 376 133 16 52 130 15 16 151 16 16 15 2 1 47 16 160 12 4
split_gain=0.000539138 0.000888662 0.000484045 0.000409154 0.00043938 0.00056945 0.000471164 0.000771354 0.000461904 0.000487015 0.000521046 0.000441951 0.000421724 0.000400685 0.000538429 0.000549708 0.000472906 0.000775871 0.00069318 0.000640009 0.000724358 0.000511457 0.000600265 0.000470099 0.000334199 0.000266734 0.000239831 0.000137368 4.88322e-05 7.71802e-05
threshold=-0.0066799999999999993 -1.0000000180025095e-35 0.076175000000000007 -1.0000000180025095e-35 -0.094929999999999987 0.080930000000000016 0.094245000000000009 0.087995000000000004 0.087830000000000005 -1.0000000180025095e-35 -0.40698999999999991 -1.0000000180025095e-35 0.11430500000000002 -0.17773999999999998 0.41553500000000004 -0.0064899999999999992 -1.0000000180025095e-35 0.088235000000000022 -0.36241499999999999 -0.00099499999999999979 -0.5009849999999999 0.15891500000000003 0.090750000000000011 0.092120000000000021 0.086105000000000015 0.087235000000000021 0.052820000000000013 0.081905000000000019 0.082850000000000021 -0.080924999999999983
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 -5 6 7 8 9 -6 -11 -12 13 -13 15 23 17 -17 19 -18 -21 22 25 -15 -7 28 -25 -26 -20 -30
right_child=1 2 -4 4 5 24 -8 -9 -10 10 11 12 -14 14 -16 16 18 -19 21 20 -22 -23 -24 26 27 -27 -28 -29 29 -31
leaf_value=-0.0010646023704645507 0.0011048863760072811 -0.00095115398970701962 -0.00098318937872794005 -0.0007400257032332628 -0.0009674675834112302 3.4545344819508899e-05 -0.00099853990777708929 0.00092296818546108131 -0.00095742352849119384 -0.00098825873105052426 -0.00083619728979512291 -0.00070990748106547843 -0.00077506724246458156 -0.00095156950577910803 0.001245849426566175 -0.0012235049973726121 -0.001147844033521334 0.00060775489278752312 0.0014726725339259594 0.00091169158842705151 -0.00073044435048668917 2.1069794255914217e-05 -0.00016163436445724207 0.00056864605999384574 0.00058436861822222454 0.0005747958532076172 -0.00042704410906481085 0.0013261082311190849 0.001388725698822904 0.0008219011246504513
leaf_weight=0.0011084667735810063 0.0016245374316427022 0.0010283136478858026 0.0012103335991078259 0.0016696515623415556 0.0011445271214236543 0.0014044492692608648 0.0010743656908538393 0.0020366280312582577 0.0012161089296931485 0.0010732235600401365 0.0011216407798168007 0.0010851533467789434 0.0011016381330666283 0.0016364219745738052 0.0011431815394900005 0.0011196899333358887 0.0010405213886253151 0.0010119589553596597 0.001636249861535672 0.0015561949188462876 0.0010227459221951321 0.0023013346863081097 0.0011314511987094988 0.0012250522882206738 0.0010950310261121921 0.0018571308103219053 0.0010173498499829181 0.0012047612598902191 0.0011980339209003311 0.0010233248042450637
leaf_count=34 144 151 96 51 417 78 200 149 58 172 406 141 20 239 60 54 40 16 51 43 56 16 64 57 64 53 73 34 13 71
internal_value=0 7.41155e-06 -4.02765e-05 -8.72979e-06 1.88426e-05 5.66895e-05 -1.30384e-05 2.38538e-05 -4.48244e-05 -1.21106e-06 4.42952e-05 9.2001e-05 0.000139094 0.000187037 0.000235897 0.00017441 0.000306738 -0.00035415 0.000417084 -0.000144399 0.00026046 0.000639249 0.000847049 -0.000333864 0.000617147 0.00104676 0.000116914 0.000972934 0.00127397 0.0011276
internal_weight=0 0.039011 0.0373865 0.0361761 0.0351478 0.0334782 0.0297739 0.0286996 0.0266629 0.0254468 0.0243023 0.0232291 0.0221074 0.0210058 0.0199206 0.0187775 0.0148986 0.00213165 0.012767 0.00361946 0.00257894 0.00914753 0.00684619 0.00387882 0.00370424 0.00571474 0.0022424 0.00229979 0.00385761 0.00222136
internal_count=3121 3087 2943 2847 2696 2645 2469 2269 2120 2062 1645 1473 1067 1047 906 846 477 70 407 139 99 268 252 369 176 188 130 98 135 84
is_linear=0
shrinkage=0.00151575


Tree=1450
num_leaves=31
num_cat=0
split_feature=14 33 10 457 1375 1213 474 475 158 48 133 160 4 42 1374 42 43 133 2 12 52 12 15 1 4 0 484 3 2 0
split_gain=0.00063337 0.000608501 0.000681254 0.000602048 0.000571644 0.000564321 0.000522325 0.000721513 0.000631102 0.000540887 0.000525069 0.000623063 0.000590232 0.000597664 0.000628239 0.000465244 0.000293407 0.000721749 0.000312819 0.00048331 0.000843878 0.000401993 0.000384254 0.000375697 0.000386148 0.000310283 0.000285677 0.000282761 0.000398778 0.000222884
threshold=0.076175000000000007 -0.0066799999999999993 -1.0000000180025095e-35 -0.15747999999999998 0.079730000000000009 -0.080769999999999995 0.084660000000000027 -1.0000000180025095e-35 0.087355000000000016 -0.081134999999999999 -0.25159999999999993 -0.40698999999999991 -0.52556499999999995 -1.0000000180025095e-35 -0.094929999999999987 -0.088669999999999985 -0.09002499999999998 0.039215000000000007 0.11704500000000001 0.10345000000000001 -0.087769999999999987 0.092355000000000007 -0.071579999999999991 0.094385000000000011 0.022185000000000003 -0.14001499999999997 0.085515000000000022 -0.082974999999999979 0.089775000000000008 -0.030209999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 5 -5 7 -7 9 -9 -11 -12 -13 15 -15 29 17 -16 19 20 -18 23 25 24 27 -20 -8 -22 -29 -14
right_child=-2 2 3 4 -6 6 26 8 -10 10 11 12 13 14 16 -17 18 -19 22 -21 21 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=-0.0010811429484027235 -0.0010236477152744579 0.0010799368097175316 0.001192037409104036 -0.0011008043737701569 -0.0011100545892317802 -0.0012508975928260423 4.387059306620764e-05 -0.0010199947110535695 -0.0010149077840912095 -0.00081494283511514742 -0.0009221286168090752 -0.00084399042489264405 0.00030726942261451406 -0.00061884276603023716 0.00058558052492127283 -0.0011050259162862048 -0.00063974355873012143 -0.00095713551879706186 -7.9294776307259487e-05 0.0014951797371775843 0.0013372828637618725 -0.00015088610808545029 -0.0006286475333514024 0.0012326645089333419 -0.00015302047461764146 0.001114309505421761 0.0010721015600776206 -2.8093344965212107e-05 0.0010700641508511676 -0.00039840495677953932
leaf_weight=0.0011635060049535175 0.0014334156670310341 0.0014872034962944971 0.0010104642313280001 0.0010518763212861151 0.0011104970997379828 0.0010761348424392905 0.0010236054264305397 0.001032924285317093 0.0013110974077317752 0.0013766334841607266 0.0012125969461056476 0.0012134285979783386 0.0026995020411064719 0.0014053619173068901 0.0019669690854056078 0.001075359888498272 0.0012933443263174445 0.0011479332150763355 0.0010831200962755361 0.001413032286387895 0.001492492158635882 0.0012139960487500554 0.0011190140715884303 0.0031074934264709309 0.0013631367500304137 0.0010023534112726384 0.0017502595870073634 0.0015813530911918134 0.0015803234074382999 0.001772211858473316
leaf_count=34 101 139 33 319 133 176 166 50 191 153 156 19 177 19 48 250 103 60 34 37 64 156 48 98 37 63 95 112 29 21
internal_value=0 2.13957e-05 5.27038e-05 1.40145e-05 -1.69229e-05 1.55648e-05 4.79019e-05 -5.42241e-06 3.58637e-05 8.00868e-05 0.000117813 0.000162487 0.00021026 0.000258869 0.000379276 -0.000191972 0.000451714 1.70442e-05 0.000535036 0.000641354 0.000537634 0.000684919 0.000102226 0.000796118 0.000570674 0.000494394 0.000692666 0.000782633 0.000520807 2.75994e-05
internal_weight=0 0.0421372 0.0409737 0.0394865 0.0384761 0.0373656 0.0363137 0.0335398 0.0324637 0.0311526 0.0301197 0.028743 0.0275304 0.026317 0.0207699 0.00554707 0.0193646 0.0031149 0.0162497 0.0130452 0.0116321 0.0103388 0.00320449 0.0091248 0.00601731 0.00208547 0.00277387 0.00465417 0.00316168 0.00447171
internal_count=3121 3020 2986 2847 2814 2681 2362 2101 1925 1734 1684 1531 1375 1356 908 448 889 108 781 636 599 496 145 340 242 97 261 205 141 198
is_linear=0
shrinkage=0.00154607


Tree=1451
num_leaves=18
num_cat=0
split_feature=50 47 4 1 15 47 3 2 130 4 16 15 43 12 2 13 3
split_gain=0.000103446 0.000187738 0.000176897 0.000244737 0.000135012 0.000194491 0.000154242 0.000218637 0.000174972 0.000233063 0.000182867 0.000174976 0.000140803 0.000181314 0.000141582 0.000208972 0.000132408
threshold=0.10647500000000001 0.13148500000000005 0.24564500000000003 0.111945 -0.10324499999999999 0.092165000000000011 0.10542000000000001 0.11389000000000002 -0.076894999999999977 -0.0016099999999999997 -0.094359999999999986 -0.036009999999999993 -0.0030899999999999994 0.084225000000000008 0.084245000000000014 0.016935000000000002 -0.0049599999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 16 -1 6 8 -8 -6 11 -11 -10 14 -14 -13 -16 -4
right_child=-2 -3 3 -5 5 -7 7 -9 9 10 -12 12 13 -15 15 -17 -18
leaf_value=-0.0014792520893062576 -0.001437910183499948 -0.0018618462733099278 0.0013307473643798563 0.0029511352410914998 0.0015425313103704387 0.0020689170257387514 0.0021069992540792707 -0.00067480777481839513 0.0018150628089474959 -0.0031795473208457428 -0.00059253796727676093 0.0016348521821085826 9.0515505041345126e-05 -0.0028973121879575471 -0.0022031575648141176 0.00095392406606398792 -0.001200328719405684
leaf_weight=0.0015452877988557613 0.0012739119414323088 0.0012499077743441936 0.0011861650942381896 0.0013436755798946487 0.0011445574822499813 0.0012273365572861303 0.0017916580211760911 0.0012695846748309592 0.0011019845954321752 0.0013436537212004884 0.0015447525086745616 0.0012088356988499424 0.0010334300847953939 0.0011056359140324545 0.0010516970357658251 0.0011591093388561013 0.0010033599330370171
leaf_count=191 333 37 92 244 103 105 57 48 225 121 231 308 91 337 447 99 52
internal_value=0 6.65056e-05 0.000186654 0.0012282 -3.60054e-05 0.000112853 -6.16847e-05 0.000953305 -0.000352243 -0.000579351 -0.00179599 -5.1758e-05 -0.000421845 -0.00145383 0.000223683 -0.000547923 0.00017087
internal_weight=0 0.0213106 0.0200607 0.0035332 0.0165275 0.0149822 0.0137549 0.00306124 0.0106937 0.0095491 0.00288841 0.00666069 0.00555871 0.00213907 0.00341964 0.00221081 0.00218953
internal_count=3121 2788 2751 388 2363 2172 2067 105 1962 1859 352 1507 1282 428 854 546 144
is_linear=0
shrinkage=0.00512831


Tree=1452
num_leaves=31
num_cat=0
split_feature=14 457 33 10 48 147 1456 1374 457 11 15 4 454 130 1186 13 51 1447 151 1213 403 160 156 123 4 42 3 1 4 12
split_gain=0.000725079 0.000647095 0.000551887 0.000869086 0.000549678 0.000789448 0.00062951 0.000571762 0.000828442 0.000461581 0.000477309 0.000485806 0.000451179 0.00048752 0.000892456 0.000562438 0.000615119 0.000683052 0.000535411 0.000594315 0.000505059 0.000597394 0.000556315 0.000366013 0.000377384 0.000413431 0.000272136 0.000262862 0.000476 0.000165997
threshold=0.076175000000000007 -0.15747999999999998 -0.0066799999999999993 -1.0000000180025095e-35 -0.091869999999999993 1.0000000180025095e-35 -1.0000000180025095e-35 -0.094929999999999987 0.080930000000000016 0.088215000000000002 0.091915000000000011 0.16173500000000005 -1.0000000180025095e-35 -1.0000000180025095e-35 0.083785000000000012 -0.53104499999999988 -0.40274499999999996 -1.0000000180025095e-35 1.0000000180025095e-35 -1.0000000180025095e-35 -1.0000000180025095e-35 0.097500000000000017 0.09747500000000002 0.088305000000000008 -0.49013999999999996 0.091465000000000005 0.090900000000000009 0.094465000000000007 -0.029144999999999997 0.088305000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 -5 6 -6 -8 9 10 12 -12 -9 14 -14 -15 -17 -18 19 -19 -21 22 23 24 -22 27 -10 28 29 -26
right_child=-2 2 3 4 5 -7 7 8 26 -11 11 -13 13 15 -16 16 17 18 -20 20 21 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=0.0012092301395026247 -0.0010869371924694304 -0.0010323964021259247 0.0011387475515415647 -0.0011399686149438811 -0.0010528071392897271 0.0011513776357570803 -0.00088344706083380901 -0.00087543421928839801 0.00042208313136082024 -0.00088907206748880532 -0.0011466247709182348 0.00021304509233030974 -0.001441925934299561 -0.00069457248837669473 0.00040468729594793335 -0.00077213724146938962 -0.00083695069807351635 -0.00055860715306224856 -0.00071319313164636112 -0.0004754555519644434 8.2430486109050306e-05 -0.00057278205170900511 -0.00036690411749089623 -0.00016256004874197797 0.00072762549576754873 -1.1191528002330218e-05 0.0013429412624917413 0.0012662568188772012 0.00013294327879198806 0.0013337913595534887
leaf_weight=0.0010796111782624953 0.0014423085722290443 0.0012091114972481156 0.0016164107871790004 0.0010162633887382802 0.0013867302956973573 0.0014011592036775591 0.0016422936154825143 0.0011466756409044257 0.0018421209108332439 0.0014112176942440149 0.001602863296739975 0.0010329107004736215 0.0012737551401487126 0.0016344734161464125 0.001229393549558977 0.0013393162871362376 0.0011773080302798214 0.0013449647344516693 0.0010270398258613858 0.0011688092617947446 0.0015475751199751477 0.0010165789966785068 0.0011881448847829148 0.0010135329326974593 0.0019668011944879837 0.0010958141993304702 0.0013145014320699033 0.0045906220006837195 0.0018982736313102721 0.0023946796982556862
leaf_count=35 101 34 137 36 262 112 49 57 81 80 338 13 183 27 57 78 157 257 68 232 39 58 109 57 42 55 18 108 188 53
internal_value=0 2.68469e-05 -2.47846e-06 2.69468e-05 -1.72045e-05 1.15457e-05 -3.01685e-05 8.26341e-06 4.97994e-05 -2.45175e-05 1.52379e-05 -0.000613795 7.43384e-05 0.000114814 -0.000534982 0.000181465 0.00024435 0.000307877 0.000374426 0.000432527 0.000507078 0.000575795 0.000650187 0.000733487 0.00080079 0.00089385 0.000805553 0.000985253 0.000779178 0.00106044
internal_weight=0 0.044609 0.0435293 0.0423202 0.0407038 0.0396876 0.0382864 0.0368997 0.0352574 0.0321008 0.0306895 0.00263577 0.0280538 0.0269071 0.00250315 0.0244039 0.0227695 0.0214301 0.0202528 0.0192258 0.0178808 0.016712 0.0156954 0.0145073 0.0134938 0.0119462 0.00315662 0.0108504 0.00625975 0.00436148
internal_count=3121 3020 2985 2951 2814 2778 2666 2404 2355 2256 2176 351 1825 1768 240 1528 1501 1423 1266 1198 941 709 651 542 485 446 99 391 283 95
is_linear=0
shrinkage=0.00154607


Tree=1453
num_leaves=18
num_cat=0
split_feature=124 12 39 3 48 484 1 43 160 12 13 52 42 13 0 16 0
split_gain=0.00010823 0.000158914 0.000146047 0.000234789 0.000189493 0.000208244 0.000235692 0.00025168 0.000198093 0.00016807 0.000133926 0.00012411 0.000140145 0.000165969 0.000185053 0.000133938 6.64177e-05
threshold=0.08919500000000001 0.11650500000000001 0.094675000000000009 0.149315 0.12879500000000002 -0.0068949999999999992 0.10752500000000002 -0.074359999999999996 -0.091944999999999985 0.092355000000000007 -0.0062949999999999994 0.10024500000000001 0.086325000000000013 -0.0087749999999999981 -0.23051499999999997 -0.083539999999999989 -0.10151999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 -1 8 -8 -7 11 -11 12 13 -10 -15 -16 -17
right_child=-2 -3 -4 -5 -6 6 7 -9 9 10 -12 -13 -14 14 15 16 -18
leaf_value=-0.0024920033970673217 0.0019476038519709684 -0.0024761116200566979 -0.0022681666215417003 0.0026577190408567483 -0.0026062779539793219 -0.0027058891306020925 0.0042015334295622013 0.00045930322978460924 0.0022590446748667246 -0.0029110284110340687 0.0001813793059040324 0.0024198249553907102 -0.0012498785589433502 0.0022359440228863253 -0.0025325553905796647 0.00097874196848957455 -0.0010544520209231419
leaf_weight=0.0011287949258856336 0.0010414725070031485 0.0010598792492920442 0.0010469172286968467 0.0013360804287571573 0.0010726848324145158 0.0010325682618581014 0.0011260922741780921 0.0018663370448014352 0.001853461550334886 0.0011312150879473903 0.0010602675502325845 0.001160831606138669 0.0019116742651718033 0.0011527796989128057 0.0010410859038471852 0.0014940533569749413 0.0010830286664781537
leaf_count=445 60 142 118 137 57 308 120 112 376 286 193 71 282 42 92 39 241
internal_value=0 -0.000115733 6.31423e-06 0.000128735 -5.77931e-05 0.000102616 0.000286662 0.00186756 -7.94653e-05 0.000148653 -0.00141488 0.000502009 0.000241203 0.000671499 5.47552e-05 -0.000640191 0.000124284
internal_weight=0 0.0215578 0.0204979 0.019451 0.0181149 0.0170422 0.0159134 0.00299243 0.012921 0.0118884 0.00219148 0.00969692 0.00853608 0.00662441 0.00477095 0.00361817 0.00257708
internal_count=3121 3061 2919 2801 2664 2607 2162 232 1930 1622 479 1143 1072 790 414 372 280
is_linear=0
shrinkage=0.00625138


Tree=1454
num_leaves=19
num_cat=0
split_feature=147 11 52 1 3 2 47 1 3 15 1 15 15 151 0 13 42 4
split_gain=0.00010194 0.000162504 0.000125054 0.000198894 0.000177148 0.000240542 0.000204482 0.000190141 0.000327329 0.000180391 0.000178203 0.000125235 0.000183355 0.00026572 0.000103446 0.000171587 7.48111e-05 7.05169e-05
threshold=0.089025000000000007 0.087830000000000005 -0.24456499999999998 0.13534000000000004 -0.10519499999999998 0.10527500000000002 0.096175000000000024 0.094385000000000011 0.12178000000000001 -0.049819999999999996 0.077845000000000011 -0.008624999999999999 -0.095244999999999982 -0.0064299999999999991 -0.083914999999999976 -0.014169999999999999 0.081660000000000024 0.08184000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 17 4 5 10 7 11 9 -9 -4 12 13 -6 16 -16 -13 -1
right_child=-2 -3 3 -5 6 -7 -8 8 -10 -11 -12 14 -14 -15 15 -17 -18 -19
leaf_value=-0.0022422006777001488 0.0015720497642165722 -0.0020654620574144956 -0.0012966591471203792 0.0024574725371761031 0.0014611065255844245 0.0032465446444128764 -0.0019889015526492427 0.0033528202660492901 -0.0013300301826508737 0.00049295692332100701 0.0016897004911666479 1.7239820067340754e-05 -0.0031310609450535538 -0.0023507128973649771 -0.0017626142368873394 0.00082744378278013853 0.0019566495337708873 -0.00024959935920999615
leaf_weight=0.0010105523982168419 0.0010944515944187319 0.0011311300666556603 0.0011724370134737995 0.0010073962527645522 0.0010743250101228341 0.0010425843186671058 0.0016874197037388692 0.001405549312420179 0.001175344659040789 0.001134804337016849 0.0011048792739809521 0.001236548004193744 0.001037522253257925 0.0010100779546987071 0.0016334659037279238 0.0013137644308182242 0.0010444602960897331 0.001011821395259016
leaf_count=271 124 118 100 154 30 49 187 169 49 120 85 175 428 157 350 305 214 36
internal_value=0 -9.77386e-05 1.29791e-05 0.000153719 1.7787e-05 0.00112397 -0.000249234 -5.9398e-06 0.000998122 0.00207529 0.000152225 -0.000452732 -0.00129832 -0.000386058 5.2189e-05 -0.000608064 0.000905284 -0.00124527
internal_weight=0 0.0212341 0.020103 0.0180806 0.0170732 0.0033199 0.0137533 0.0120659 0.0037157 0.00254035 0.00227732 0.00835016 0.00312193 0.0020844 0.00522824 0.00294723 0.00228101 0.00202237
internal_count=3121 2997 2879 2572 2418 234 2184 1997 338 289 185 1659 615 187 1044 655 389 307
is_linear=0
shrinkage=0.00533549


Tree=1455
num_leaves=31
num_cat=0
split_feature=14 33 10 1429 1213 1374 133 160 4 484 403 1374 43 43 13 16 1 13 453 1 160 12 14 42 1 16 0 48 484 403
split_gain=0.000698213 0.000617147 0.00100654 0.000564344 0.00054083 0.000575414 0.000548993 0.000668672 0.000695016 0.000551007 0.000688059 0.000497485 0.000466485 0.000685238 0.000526608 0.000422834 0.000506344 0.000531852 0.000478998 0.000559921 0.000765023 0.000590758 0.000420921 0.000385254 0.000368871 0.000307849 0.000243633 0.000231476 0.000187756 0.000177505
threshold=0.076175000000000007 -0.0066799999999999993 -1.0000000180025095e-35 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.094929999999999987 -0.25159999999999993 -0.40698999999999991 -0.52556499999999995 0.08660000000000001 -1.0000000180025095e-35 0.089935000000000015 -0.088909999999999989 -0.14968999999999996 0.25761500000000009 0.15891500000000003 0.12500000000000003 -0.39067499999999994 1.0000000180025095e-35 0.104035 -1.0000000180025095e-35 0.092655000000000015 -0.24494999999999997 0.088380000000000014 0.091195000000000012 -0.16075999999999999 -0.059114999999999994 0.13127500000000003 0.091880000000000003 0.085340000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 -5 -6 -7 -8 -9 10 -10 12 13 14 26 18 17 -17 19 20 -14 23 -21 24 25 -22 -12 -24 -11 -27
right_child=-2 2 3 4 5 6 7 8 9 28 11 -13 15 -15 -16 16 -18 -19 -20 22 21 -23 27 -25 -26 29 -28 -29 -30 -31
leaf_value=-0.00092218029097543893 -0.00086848030505707523 0.0010414989709017046 -0.00090670013355905322 -0.00065509673165266942 -0.0006709554506079059 -0.00071557824055826181 -0.00077892012527461826 -0.00076512281774302089 -0.00080768407031668338 0.0011474849445200427 0.00025204188537238884 -0.00070268180292433436 -0.00064629391894593447 -0.00073649381474350472 -0.00038545869608561675 0.00023648010626028699 0.00065396875407673671 -0.00098293161967794225 -0.00033133659513781614 0.00010083206239084588 2.7293718849401829e-05 -0.00037202813277109441 0.0011794679007427636 0.0010964288395513165 -0.00023820183501875353 0.00098633160188845792 0.0010423559064205458 0.00050272152334015184 0.00039771315930346962 0.00037233578399257882
leaf_weight=0.0011834732281545959 0.0016034441109962208 0.0016912834552731395 0.001154430136489081 0.0019162694355989709 0.0017728564766805724 0.0013866609294065349 0.0013524744637121158 0.0013370194343877905 0.0012333633132874935 0.0013284251204623834 0.0018874820775636181 0.0010281905488209722 0.0013123244760026012 0.0019284216562782666 0.0017015545581529068 0.0011677014808810782 0.0011188681323055505 0.0013345992062662173 0.0013941065155549373 0.0011507287394114663 0.0013301801042757567 0.0013672908903901151 0.0032473574000788088 0.0018396093760255638 0.0012299340832906402 0.0023302596411461044 0.001060961415802808 0.0012072104387641502 0.0010343798727139308 0.0012648515313635755
leaf_count=34 101 139 151 477 51 163 178 29 420 35 51 43 185 139 43 8 17 160 41 36 25 67 164 35 35 91 20 29 126 28
internal_value=0 1.78904e-05 4.36984e-05 2.95319e-06 2.90349e-05 6.32224e-05 9.88104e-05 0.000130904 0.000167272 0.000205632 0.00015752 0.00019871 0.00023196 -7.51739e-05 0.000199085 0.000326839 -8.39444e-05 -0.000413892 0.000411004 0.000474574 0.00029724 0.000429499 0.000812281 0.000566577 0.000408221 0.000569644 0.000536427 0.000996066 0.000819253 0.000770312
internal_weight=0 0.0442923 0.0431088 0.0414175 0.0402631 0.0383468 0.036574 0.0351873 0.0338348 0.0324978 0.030135 0.0289016 0.0278734 0.00657842 0.00465 0.021295 0.00362117 0.0025023 0.0176739 0.0162797 0.0106745 0.00936213 0.0056053 0.00799483 0.00615523 0.00492529 0.00294844 0.00445457 0.0023628 0.00359511
internal_count=3121 3020 2986 2847 2696 2219 2168 2005 1827 1798 1637 1217 1174 253 114 921 185 168 736 695 466 281 229 214 179 144 71 193 161 119
is_linear=0
shrinkage=0.00131955


Tree=1456
num_leaves=31
num_cat=0
split_feature=14 1374 457 3 39 51 484 1 453 4 150 1213 43 43 160 4 13 0 47 52 42 3 0 0 3 15 3 0 48 14
split_gain=0.000710891 0.000579338 0.000570345 0.000570696 0.000487208 0.000789028 0.000461605 0.000425696 0.000425324 0.000468014 0.00069819 0.000458726 0.000396254 0.000576876 0.000361603 0.000549677 0.00045598 0.000492947 0.000396407 0.000748088 0.000296274 0.000292951 0.000450422 0.000399582 0.000566728 0.000328567 0.000275906 0.000413375 0.000245472 0.000433254
threshold=0.076175000000000007 -0.094929999999999987 0.080930000000000016 0.30112000000000005 0.0046100000000000004 0.14780500000000005 -1.0000000180025095e-35 0.083135000000000014 1.0000000180025095e-35 0.27287000000000006 0.091105000000000005 -1.0000000180025095e-35 -0.25681499999999996 -0.05647499999999999 -0.091944999999999985 -0.52556499999999995 -0.082014999999999991 -0.08824499999999999 0.11518500000000002 -0.10925999999999998 0.088465000000000002 0.013900000000000001 -0.10224499999999999 -0.10011499999999998 -0.082974999999999979 0.088235000000000022 0.097915000000000016 -0.083914999999999976 0.11376500000000002 -0.46166999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 6 -3 -4 9 10 11 -8 -6 -14 -13 -16 17 20 19 -18 -17 22 -21 -24 25 -25 27 -19 29 -11
right_child=-2 2 7 -5 12 -7 8 -9 -10 28 -12 14 13 -15 15 16 18 26 -20 21 -22 -23 23 24 -26 -27 -28 -29 -30 -31
leaf_value=-0.00084637860860534858 -0.0010182310985127907 -0.00085435447577918914 -4.3351980385894963e-05 0.00095972526089886428 -0.00032441748839669079 -0.0013944831782751173 -0.00081592672320201435 0.00094338755247585972 -0.00089525734938812477 0.00013796289696287818 -0.0011784822234051583 -0.00057875973139485406 0.00116452317599731 -7.2274176838896709e-05 -0.00087944388240829719 -0.00056382095782898814 -0.0012888075682452578 0.0011906387525226466 0.00082168016657250674 -0.00084078209138368717 0.00050285916923687292 0.00063517522059093731 0.00085276915144959372 -0.00024981743939597604 -0.00096695499747046767 0.00061617149806759237 0.0014863453207976164 -3.9143285082647635e-05 -5.6580143102968891e-05 0.0014457408501169194
leaf_weight=0.0016060383579414852 0.001483445311264652 0.0015231533947995248 0.0015185445937948563 0.0013263817201927255 0.0011959959914165097 0.0010101703892848582 0.0013892226619438555 0.0026510158201156209 0.0011571851181857431 0.001062534330770859 0.0011491813568778033 0.0017506759227714488 0.002072930922287386 0.0013920569225933646 0.0011237916827191328 0.0010953697424653797 0.0010086449661094151 0.0012479585365003931 0.0012226852575771838 0.0013520216426368033 0.001210433342066608 0.0016091487428298024 0.0012608375535734136 0.0018789515820296539 0.001215523135468962 0.0019945215967100971 0.0011263875412623747 0.00116898573875445 0.0010071223441627808 0.0011813982849315776
leaf_count=53 101 416 76 116 22 69 441 130 51 19 78 234 177 78 14 39 215 47 29 35 22 20 17 184 195 95 9 51 16 72
internal_value=0 2.86997e-05 6.39205e-05 3.23241e-06 -3.36403e-05 -0.000103639 -5.82604e-05 0.000584019 -1.37011e-05 2.5451e-05 -4.97479e-05 1.0151e-05 0.000413081 0.000667641 6.67783e-05 0.000127816 0.000192903 0.000530915 2.16128e-05 -7.31802e-05 -3.86629e-06 5.85066e-05 -6.19767e-05 0.000103848 -8.17025e-05 0.000196096 0.000878922 0.000595839 0.000552929 0.000826489
internal_weight=0 0.0415089 0.0399028 0.0357333 0.0344069 0.0297459 0.0287357 0.00416956 0.0272126 0.0260554 0.0228043 0.0216552 0.00466098 0.00346499 0.0202659 0.0185153 0.0173915 0.00584913 0.0115423 0.0103196 0.0023058 0.009311 0.00770186 0.00634983 0.005089 0.00387347 0.00354333 0.00241694 0.00325105 0.00224393
internal_count=3121 3020 2967 2761 2645 2368 2299 206 1883 1832 1725 1647 277 255 1206 972 958 168 790 761 61 546 526 491 474 279 107 98 107 91
is_linear=0
shrinkage=0.00148603


Tree=1457
num_leaves=30
num_cat=0
split_feature=14 157 1213 1456 454 1374 130 4 475 1213 11 1132 43 43 16 52 0 16 2 1 0 133 16 1 42 13 0 16 52
split_gain=0.00080368 0.000591275 0.000923739 0.000644356 0.000529813 0.000520417 0.000513549 0.00057112 0.000518112 0.000484351 0.000450573 0.000435275 0.000640085 0.000670565 0.000550762 0.000636526 0.000421693 0.00054047 0.000594897 0.000416944 0.000389844 0.000382199 0.000332012 0.000365802 0.000296358 0.000226077 0.000218249 0.00011827 6.11891e-06
threshold=0.076175000000000007 -0.077234999999999984 -1.0000000180025095e-35 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.094929999999999987 -0.0015749999999999998 -0.076779999999999987 -1.0000000180025095e-35 0.039620000000000009 0.089270000000000002 -1.0000000180025095e-35 -0.14968999999999996 -0.092909999999999979 0.22339500000000004 -0.42635499999999998 -0.047369999999999995 -0.056919999999999991 0.089775000000000008 0.077565000000000009 -0.11013499999999998 0.091250000000000012 -0.36241499999999999 0.11507500000000002 -0.095859999999999987 -0.08971999999999998 -0.10224499999999999 0.057265000000000003 0.096795000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 20 -3 -4 -5 -6 7 -7 -8 10 11 -10 24 -14 16 -16 17 19 -19 21 -1 -15 23 -21 -13 -24 -27 -18 -26
right_child=-2 2 3 4 5 6 8 -9 9 -11 -12 12 13 14 15 -17 27 18 -20 22 -22 -23 25 -25 28 26 -28 -29 -30
leaf_value=0.00102025261303023 -0.0011432602081161473 -0.0013265172539241646 -0.0011506461068111705 -0.0009877068445425909 -0.00079330463703077404 -0.0013150158920972059 -0.00080371788020565241 7.5320110634629283e-05 -0.00059608063752418711 -0.00076781601633566377 -0.0005764811475787925 0.00039096347106325679 -0.00091024523937036095 -0.0006864263570731451 0.00067395601299631352 -0.00078031391119645025 0.00070232012051456728 -0.0010558454969568619 0.00034917050589683657 0.00069690057996122507 6.9525985347309791e-05 0.000518760067856956 0.0013413410412423193 -0.0004637201893293271 0.001228062594661294 0.00037867524340068852 0.0010867684079509429 0.0013366657204246432 0.0013916996140058938
leaf_weight=0.0020131070978095522 0.0013686574872844295 0.0011999081100386713 0.001041172657683275 0.0010779947039019069 0.0014651271769565702 0.0011233200991930259 0.0011472017947240501 0.001556461923580831 0.0011291310401806412 0.0010598526274252498 0.0013540109252403445 0.0012582996143919445 0.0010459634338371151 0.0011645100536405899 0.0010158360810326172 0.0019224075183510428 0.0016086676317843109 0.0012057133391537586 0.0014852357970063235 0.0013280076666024503 0.0018076701982318024 0.0011598173389563149 0.0014306978731042311 0.0010934402158033762 0.0010098107845735163 0.0024717671005873758 0.0015729012415697484 0.001088047433009609 0.0010086773297643958
leaf_count=39 101 463 194 66 27 120 205 81 22 210 49 55 98 111 45 69 100 154 105 59 330 75 55 86 33 37 94 28 10
internal_value=0 1.53594e-05 -4.51954e-05 2.5941e-07 3.68117e-05 7.16463e-05 0.000113553 -0.000507486 0.00017394 0.000216403 0.000257547 0.000304603 0.000349071 0.000247402 0.000312688 -0.000277531 0.000423792 0.000312168 -0.000280364 0.000468165 0.000570449 -8.50498e-05 0.000630997 0.000172805 0.000956985 0.00083363 0.00065404 0.00095826 0.00130984
internal_weight=0 0.0388448 0.035024 0.0338241 0.0327829 0.0317049 0.0302398 0.00267978 0.02756 0.0264128 0.0253529 0.0239989 0.0228698 0.019593 0.018547 0.00293824 0.0156088 0.0129121 0.00269095 0.0102211 0.00382078 0.00232433 0.00789681 0.00242145 0.00327679 0.00547537 0.00404467 0.00269672 0.00201849
internal_count=3121 3020 2651 2188 1994 1928 1901 201 1700 1495 1285 1236 1214 1116 1018 114 904 776 259 517 369 186 331 145 98 186 131 128 43
is_linear=0
shrinkage=0.00148603


Tree=1458
num_leaves=31
num_cat=0
split_feature=14 3 124 33 480 133 1213 456 16 43 43 160 1374 4 49 403 49 13 14 13 457 401 16 12 49 160 1 2 3 4
split_gain=0.000869467 0.000888707 0.000728307 0.000737677 0.000780395 0.000737398 0.000736865 0.000796532 0.000701709 0.00110995 0.00105594 0.000985579 0.000895214 0.000695638 0.000639582 0.000588199 0.000648331 0.000520638 0.000514974 0.000614644 0.000474797 0.000474576 0.000436194 0.000421614 0.000417206 0.000375122 0.000309393 0.000299374 0.000185367 0.000330192
threshold=0.076175000000000007 0.30112000000000005 -0.043384999999999993 -0.0066799999999999993 1.0000000180025095e-35 -0.25159999999999993 -1.0000000180025095e-35 0.086265000000000022 0.064860000000000015 -0.45785999999999999 0.084740000000000024 -0.098904999999999979 -0.094929999999999987 0.09173000000000002 0.27293500000000009 -1.0000000180025095e-35 -0.069799999999999987 -0.074044999999999986 -0.46885499999999997 1.0000000180025095e-35 0.080930000000000016 0.078085000000000016 0.0039400000000000008 0.090840000000000018 -0.14917999999999998 0.043720000000000009 0.095285000000000022 -1.0000000180025095e-35 -0.059315 -0.083854999999999985
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 22 -4 5 -5 -7 8 11 -10 13 -8 -13 17 15 -14 20 -11 -18 21 24 25 -1 -21 -17 26 27 -20 29 -29
right_child=-2 -3 3 4 -6 6 7 -9 9 10 -12 12 14 -15 -16 16 18 -19 19 23 -22 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=0.00020174726646872662 -0.00095183995562771271 0.00096189032732610098 -0.0011775335585193837 -0.00090598255212459989 -0.00098702803972925226 -0.00078161579167097697 -0.00070461851096140541 -0.0010504685466004801 0.00095012311567845551 -0.00025235025270125134 0.00060661509873685595 -0.00067345542028292673 -0.00056379214198917793 0.00018656878103103219 -0.00069510516841432232 0.00020176477119794681 -0.00025279513865924082 -0.0011037442646001901 0.00019733416623959917 0.00063925486277207808 0.00065946628884323919 -5.429502669787842e-05 0.0012723721674208473 -0.00038748802057193523 -0.00073075281800112906 0.00033707122387746587 0.0012995708592140865 0.0012455854694357941 0.0012869634592933556 0.00018736187699343126
leaf_weight=0.0017502324238732872 0.001791068987255783 0.0016902511799408151 0.001071238272146501 0.0016066224790518549 0.001542072912653846 0.0019559725975819555 0.0019533766508157404 0.0011243680797110569 0.0013300723339853002 0.0019993056531251172 0.0016491993146701134 0.0016351499159981122 0.0010786857340709935 0.0016452463241343196 0.0010004137522514603 0.0018324321715681435 0.0012153992288403961 0.003726105656854827 0.0011975486340816089 0.0013912697663848181 0.0015270681165375777 0.0010787147475070933 0.0011373614477356853 0.0015117762495875375 0.0016533271130398921 0.0018798790504139804 0.0036415646337117913 0.0010344390457248569 0.0017812141277886578 0.0011044639889432606
leaf_count=172 101 130 22 168 236 448 213 127 11 78 14 32 345 23 28 25 15 287 14 44 29 26 59 69 52 92 99 19 24 119
internal_value=0 3.00463e-06 -3.14396e-05 -7.42553e-05 -4.68309e-05 -1.19397e-05 2.40176e-05 6.54958e-05 9.95307e-05 -0.00019769 -0.000366947 0.000215541 0.000288716 -0.000584784 0.000357334 0.00040535 0.000455491 -0.000806439 0.000589026 0.000659005 3.36331e-05 0.000796363 0.000623444 0.000104573 -0.000240537 0.000882613 0.000999695 0.000786314 0.00096624 0.000699151
internal_weight=0 0.0487448 0.0470545 0.0441669 0.0430957 0.0415536 0.039947 0.037991 0.0368667 0.0103499 0.00901986 0.0265167 0.0245633 0.00737066 0.0229282 0.0219278 0.0208491 0.00572541 0.0158363 0.0146209 0.00501283 0.0117178 0.00288759 0.00290305 0.00348576 0.0106391 0.00875923 0.00511767 0.00392012 0.0021389
internal_count=3121 3020 2890 2659 2637 2401 2233 1785 1658 413 402 1245 1032 388 1000 972 627 365 521 506 106 393 231 113 77 367 275 176 162 138
is_linear=0
shrinkage=0.00134594


Tree=1459
num_leaves=31
num_cat=0
split_feature=39 16 1456 457 1213 453 33 10 128 1375 48 147 1374 457 151 1 11 157 474 3 12 0 4 4 2 1 15 2 3 3
split_gain=0.0010616 0.000771502 0.000618274 0.000701931 0.000668098 0.000618923 0.000618597 0.00075331 0.000610954 0.000630586 0.000664734 0.000596239 0.000726976 0.000602951 0.000466112 0.000636393 0.000575024 0.000460997 0.000805512 0.000450917 0.000654609 0.00065737 0.000786887 0.000543408 0.000448185 0.000691534 0.000484667 0.000367322 0.000335022 0.000264937
threshold=0.16946000000000003 0.51524500000000006 -1.0000000180025095e-35 -0.15747999999999998 -0.080769999999999995 0.089960000000000026 -0.0066799999999999993 -1.0000000180025095e-35 0.086435000000000012 0.079730000000000009 -0.084964999999999985 1.0000000180025095e-35 -0.094929999999999987 0.088350000000000026 1.0000000180025095e-35 1.0000000180025095e-35 0.087830000000000005 -1.0000000180025095e-35 0.084855000000000014 0.097915000000000016 0.092200000000000018 -0.084804999999999978 -0.49013999999999996 0.018150000000000003 0.073895000000000002 0.13075500000000004 -0.10203999999999998 0.088225000000000012 -0.078934999999999991 -0.0049599999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 -5 6 -6 -8 9 10 -9 12 -12 14 15 19 17 18 -17 20 21 23 -23 -14 26 -26 -19 -24 -28 -15
right_child=-2 -3 3 4 5 -7 7 8 -10 -11 11 -13 13 29 -16 16 -18 24 -20 -21 -22 22 27 -25 25 -27 28 -29 -30 -31
leaf_value=-0.00082819619120238163 0.0014287233500685304 -0.0009812926723045518 0.0011177232777569643 -0.0010917446936900995 -0.0009274173235439394 -0.0010311663419005149 0.00098623691338927842 -0.0007425176471808709 -0.00084618022980456457 -0.00099903735139171036 -0.00081935854983590018 0.0011816681722533267 -0.0014284134600718056 0.00036458414239717493 -0.0007011141426504369 -0.0010751114844193266 -0.00066657241702525866 -0.00043594920790851997 0.00056965271236035172 0.00040970512701602509 -0.0010110985682735007 -0.00057854077859739608 -4.1617037671510312e-05 -1.2870874804098422e-05 0.0010147084177228214 -0.00017672461327494435 -7.0718359975647607e-05 0.00097209927974380758 0.00081912445371142462 0.0013501255611609937
leaf_weight=0.0018102043147862892 0.0010181889533278357 0.0017310868877156152 0.0011644370119689986 0.0011262487139749302 0.0012757295956058448 0.0011062793513190164 0.0017985304350316414 0.0017709333753508352 0.0015228273165497344 0.0010774375815971729 0.0015977095315591319 0.0011164533773457821 0.001078197328247198 0.0010564880299739343 0.0013664912430932921 0.0010689766733200665 0.0010674777591770388 0.0015692231922613837 0.0014070225045923479 0.0027438687041012608 0.0018416742832104704 0.001623771236097582 0.0010902141709072787 0.0011363978874112668 0.0052631790661310518 0.0012252323359946971 0.0013276917400251182 0.002202412966298084 0.0024671763763337538 0.0011757967033858554
leaf_count=274 23 161 35 286 34 34 128 47 148 114 46 81 237 28 78 48 36 57 98 19 359 14 100 69 165 55 111 111 109 16
internal_value=0 -4.51809e-05 -1.00126e-05 2.34447e-05 -6.11722e-06 2.30102e-05 5.15443e-05 8.30857e-05 4.01098e-05 7.73176e-05 0.000110267 0.000155449 0.000119987 0.000168856 0.000112824 0.000153847 0.000344745 0.000420089 -0.00014045 -9.69997e-05 -0.000251952 -5.58917e-05 0.000235167 -0.000702042 0.000537186 0.000789725 0.000231713 0.00063645 0.0005078 0.000883692
internal_weight=0 0.0478092 0.0460781 0.0442679 0.0431034 0.0419772 0.0408709 0.0395952 0.0377967 0.0362738 0.0351964 0.0334255 0.032309 0.0307113 0.028479 0.0271125 0.015396 0.0143285 0.002476 0.0117165 0.00897267 0.00713099 0.0049164 0.0022146 0.0118525 0.00648841 0.00536409 0.00329263 0.00379487 0.00223228
internal_count=3121 3098 2937 2663 2628 2342 2308 2274 2146 1998 1884 1837 1756 1710 1666 1588 679 643 146 909 890 531 225 306 497 220 277 211 220 44
is_linear=0
shrinkage=0.00142833


Tree=1460
num_leaves=31
num_cat=0
split_feature=1429 128 1365 33 10 4 43 0 48 147 133 1374 1 403 15 3 4 43 42 13 4 48 14 2 15 49 3 12 0 457
split_gain=0.000529006 0.000551907 0.000581477 0.000524105 0.000630194 0.000509766 0.000856407 0.000660795 0.000671536 0.000846448 0.00058846 0.000598944 0.000616322 0.000860857 0.000797723 0.000746536 0.000588341 0.000537895 0.000477732 0.000618734 0.000359868 0.000339698 0.000434423 0.000504248 0.000337931 0.000322702 0.000273529 0.000609855 0.000628694 0.000270677
threshold=-1.0000000180025095e-35 0.089290000000000022 1.0000000180025095e-35 -0.0066799999999999993 -1.0000000180025095e-35 -0.51843499999999987 -0.17390999999999998 1.0000000180025095e-35 -0.09386499999999999 0.087350000000000025 -0.24169999999999997 -0.094929999999999987 0.077565000000000009 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.084074999999999997 -0.010024999999999997 -0.081454999999999986 0.086325000000000013 -0.00096999999999999983 -0.059649999999999988 0.13624500000000003 -0.10708499999999999 0.098035000000000011 -0.024814999999999997 -0.014169999999999999 0.14121000000000003 0.085885000000000017 0.12358500000000001 0.082380000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 -5 6 -6 8 -7 10 -10 -12 13 -13 -15 -16 18 24 19 -14 -17 22 -19 29 -18 -21 27 -9 -29 -24
right_child=1 -3 -4 4 5 7 -8 26 9 -11 11 12 16 14 15 20 17 21 -20 25 -22 -23 23 -25 -26 -27 -28 28 -30 -31
leaf_value=-0.00086936853701182111 -0.00081618917006761119 -0.00080861772667636023 -0.00084736799676025877 0.00083851523675675989 0.00028111944049325253 -0.00090856169849120325 -0.0012939036822227242 0.00090218320081785278 -0.00091103929018539567 0.0010396141291542256 -0.00068641104736670501 -0.0012937364482318769 0.00060293750124283956 -0.00075774865048062773 -0.00046708878659988977 4.6525584741973543e-05 -0.00059768042482879775 -4.1041465604991671e-05 -0.00082863205150368851 -0.00091649445170837406 0.00090355703012332932 -0.00017995501077391028 0.00034611401734385483 0.0012249842510984391 0.00037252068568545269 2.3116311147846648e-05 0.0010382283871268631 0.00059147966911030113 -0.00084197486276327803 0.0010638414786514037
leaf_weight=0.0011617888339415785 0.0011000835995602634 0.001322045731272369 0.0012021354743589887 0.0017937565991719131 0.0011155470438097836 0.0012469756079553909 0.0011985281838917663 0.0017843282139051722 0.0011101887159108417 0.0014081733684605515 0.0017383854895918196 0.0010473212211283833 0.0020903219753898306 0.0018862089416247169 0.0017383992381663216 0.0013369158917182489 0.0013279448217751177 0.001474354249924926 0.0012212718222741614 0.0010059526379109229 0.0021206376499578522 0.001039673935565589 0.004057116896376999 0.0023426230944713078 0.0010973321232086173 0.0015609577423738577 0.0012886881248110882 0.0010140716709585718 0.0010343826670897727 0.001122759544841756
leaf_count=154 34 184 63 141 9 28 37 88 142 86 49 507 105 440 123 114 58 65 213 19 44 17 133 94 9 56 18 28 48 15
internal_value=0 1.48285e-05 3.98517e-05 6.50641e-05 8.85929e-05 5.44592e-05 -0.000534632 9.12081e-05 2.2104e-05 5.98732e-05 1.28158e-05 4.9176e-05 9.74851e-05 -0.000199016 -3.71273e-05 0.000224469 0.000228912 0.000388052 -0.000108449 8.04055e-05 0.000572173 0.000520173 0.00060108 0.000726931 -0.000158707 -0.00034511 0.000522628 0.000349268 -0.000132354 0.000501684
internal_weight=0 0.0448271 0.043505 0.0423029 0.0412028 0.0394091 0.00231408 0.037095 0.0319735 0.0307265 0.0293184 0.0282082 0.0264698 0.00812948 0.00708216 0.00519595 0.0183403 0.0124618 0.0058785 0.00465723 0.00345755 0.0100365 0.00899685 0.0075225 0.00242528 0.00256691 0.00512147 0.00383278 0.00204845 0.00517988
internal_count=3121 2967 2783 2720 2686 2545 46 2499 2317 2289 2203 2061 2012 1228 721 281 784 391 393 180 158 324 307 242 67 75 182 164 76 148
is_linear=0
shrinkage=0.00129368


Tree=1461
num_leaves=31
num_cat=0
split_feature=14 1213 1365 33 10 1374 457 158 159 133 403 150 480 376 130 15 4 52 49 49 52 4 13 1 12 3 1 52 15 160
split_gain=0.000700881 0.000553465 0.000563518 0.000593336 0.000789286 0.000558339 0.000643214 0.00050168 0.000555246 0.000709592 0.000592777 0.000594751 0.00056503 0.000474188 0.000536073 0.000730053 0.00068619 0.000660531 0.000808141 0.000706894 0.000669342 0.00137149 0.000468748 0.000360338 0.000305861 0.000263172 0.00026081 0.000387217 0.00107704 0.000154494
threshold=0.076175000000000007 -0.080769999999999995 1.0000000180025095e-35 -0.0066799999999999993 -1.0000000180025095e-35 -0.094929999999999987 0.080930000000000016 0.09031500000000002 0.088450000000000015 -0.25159999999999993 -1.0000000180025095e-35 0.096430000000000002 0.08598500000000002 0.11430500000000002 -1.0000000180025095e-35 0.091915000000000011 -0.076779999999999987 0.11434500000000002 0.082865000000000008 0.10877000000000002 -0.024714999999999997 0.076415000000000025 -1.0000000180025095e-35 0.086105000000000015 0.095110000000000014 0.076840000000000006 0.094825000000000007 0.096795000000000006 0.083935000000000023 0.081905000000000019
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 -5 -6 7 8 9 -7 -11 12 13 14 16 17 -12 19 -19 20 21 -16 -10 -8 -17 26 27 28 -22 -25
right_child=-2 2 -4 4 5 6 23 -9 22 10 11 -13 -14 -15 15 24 -18 18 -20 -21 25 -23 -24 29 -26 -27 -28 -29 -30 -31
leaf_value=-0.00099409575826076057 -0.0010052578025107834 -0.00096989655383374084 -0.000950990482830144 0.0011094231464961921 -0.000773439548429055 -0.0010981103606188946 8.9563599226194865e-05 -0.00087785272565706301 0.0012633904042823507 -0.00084519418206611984 -0.0012072984180631591 -0.00082956383675854034 -0.00083460424441227045 -0.00069052298535090498 -0.00067110702507061474 -0.00084680821453446723 0.00026201320038999422 -0.00072296873872118594 0.00071151529699632165 -0.00030856006846693832 -0.00061958270464333189 0.0014288009670183682 4.6773746344644304e-05 0.00057385504086413116 0.0001358940914522233 0.0013191762769315858 0.0012711853038530306 0.0013283595124040709 0.0010600399424348767 0.0012990737444941373
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leaf_count=320 101 34 63 138 51 158 77 177 104 514 51 102 150 19 257 77 36 81 70 88 99 11 48 68 64 46 49 11 23 34
internal_value=0 8.23263e-06 3.54208e-05 6.43125e-05 9.41769e-05 5.25391e-05 9.02276e-05 2.11297e-05 5.78057e-05 -2.32584e-06 4.61864e-05 9.82111e-05 0.000151288 0.000201456 0.000250358 0.000337367 -0.000347461 0.000452725 -0.00011723 0.000602668 0.000729443 0.000113724 0.000689426 0.000632912 -0.000366079 0.000931811 0.000763772 0.00058149 0.000331579 0.000975223
internal_weight=0 0.0414337 0.0403395 0.0391916 0.0380917 0.036591 0.0349942 0.0310418 0.029825 0.0272324 0.0260779 0.0246398 0.0233065 0.022178 0.0210253 0.0183539 0.00267133 0.0157681 0.00328424 0.0124839 0.0109592 0.00271094 0.00259258 0.00395244 0.00258581 0.00824825 0.00575272 0.00423232 0.0031712 0.0024248
internal_count=3121 3020 2700 2637 2603 2465 2414 2235 2058 1906 1748 1234 1132 982 963 876 87 735 151 584 496 268 152 179 141 228 182 133 122 102
is_linear=0
shrinkage=0.00142833


Tree=1462
num_leaves=19
num_cat=0
split_feature=1374 457 11 15 0 52 1 3 15 15 3 43 4 3 4 15 1 3
split_gain=0.000131473 0.000282646 0.000170859 0.000168332 0.000207665 0.000168222 0.000272606 0.000237733 0.000293907 0.000246584 0.000387933 0.000347508 0.000195339 0.000207031 0.000201861 0.000172326 0.000110346 5.01851e-05
threshold=-0.094929999999999987 0.088350000000000026 0.088215000000000002 0.090615000000000015 -0.10011499999999998 -0.40306999999999998 0.14000500000000002 -0.10519499999999998 -0.015744999999999999 0.088235000000000022 -0.077774999999999983 -0.04890499999999999 0.053925000000000008 0.084940000000000015 -0.059649999999999988 -0.12563999999999997 0.098420000000000021 -0.14186499999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 5 -5 -2 7 8 -7 10 -9 16 13 -13 -15 -14 -12 -10
right_child=1 -3 -4 4 -6 6 -8 9 17 -11 11 12 15 14 -16 -17 -18 -19
leaf_value=-0.0015547298405075283 -0.0013860395215086847 0.0018812242687934223 -0.0018281643509362214 0.00036012904506488156 -0.0019573956446415912 0.0031163674805019925 0.0024886206707541002 -0.0024551846405905823 -0.00032543356791769532 0.0018977460769525692 0.00057631487584565238 -0.0011875287920927375 -0.00048463003804184127 -0.00034265407190533722 0.0018551429150247794 -0.0027652252767994203 0.0026257666140874921 0.00099346271096483266
leaf_weight=0.0010185418335719723 0.0012292001856440095 0.0015123301456447793 0.00101626871547733 0.0013150059388000734 0.0016961576471040676 0.0010390220821248075 0.0010158874912883356 0.0014327610850566027 0.0011739801760128898 0.0010404722090906491 0.0010052611919808274 0.0016438551707598364 0.0015732774546357575 0.0016511651530066729 0.0015542200005782547 0.0010640345488546199 0.001007947864287595 0.0010444344202831185
leaf_count=55 260 119 109 63 465 78 97 853 78 148 124 133 87 69 67 82 184 50
internal_value=0 5.22305e-05 -7.6405e-05 1.04933e-05 -0.000945309 0.000175185 0.000293308 0.000146878 0.00119527 -0.000138354 -0.000332134 -1.19344e-05 -0.000446047 7.53513e-05 0.000723009 -0.00140475 0.00160241 0.000295506
internal_weight=0 0.0230153 0.021503 0.0204867 0.00301116 0.0174755 0.0162463 0.0152304 0.00325744 0.011973 0.0109325 0.00949976 0.00748655 0.00484924 0.00320539 0.00263731 0.00201321 0.00221841
internal_count=3121 3066 2947 2838 528 2310 2050 1953 206 1747 1599 746 438 269 136 169 308 128
is_linear=0
shrinkage=0.00437696


Tree=1463
num_leaves=31
num_cat=0
split_feature=14 453 1213 1456 33 10 128 1374 133 4 43 1374 158 480 52 456 403 160 42 457 15 49 12 130 14 43 1 13 43 48
split_gain=0.000628722 0.000629101 0.000566378 0.000577297 0.00060459 0.000717615 0.000581597 0.000549028 0.000562507 0.000547876 0.000924974 0.000508747 0.000599482 0.000494261 0.000488205 0.000517987 0.00051054 0.000389808 0.000329783 0.000327306 0.00032904 0.000604315 0.00056703 0.000433448 0.000435267 0.000224436 0.000394316 0.00036048 0.000264875 0.000169016
threshold=0.076175000000000007 0.091330000000000008 -0.080769999999999995 -1.0000000180025095e-35 -0.0066799999999999993 -1.0000000180025095e-35 0.086435000000000012 -0.094929999999999987 -0.25159999999999993 -0.51843499999999987 -0.17390999999999998 0.093235000000000012 0.085900000000000018 0.084710000000000021 -0.24456499999999998 0.087015000000000023 -1.0000000180025095e-35 -0.098904999999999979 0.091955000000000023 0.097575000000000009 0.091915000000000011 -0.087004999999999985 0.091715000000000005 -1.0000000180025095e-35 -0.24494999999999997 0.070450000000000013 0.077565000000000009 -1.0000000180025095e-35 -0.08287499999999999 0.088005000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 -5 -6 7 -7 -9 10 -10 12 13 14 18 16 -16 -18 -11 20 21 -19 -22 -23 -25 26 27 28 -26 -28
right_child=-2 -3 3 4 5 6 -8 8 9 11 -12 -13 -14 -15 15 -17 17 19 -20 -21 22 23 -24 24 25 -27 29 -29 -30 -31
leaf_value=-0.00077815635146662914 -0.00076645566891646126 -0.00089480301043485448 -0.00067094514544185717 -0.00079041601852273267 0.00090289483450113671 -0.00056340669364549089 -0.0006827635645718853 -0.00064478922451736238 0.0003173971488982303 -0.00043493847498164516 -0.0011719187289125003 -0.00061134932329540972 -0.00059204082730996029 -0.00049762441596407948 -0.00025890802412336674 -0.00043171015812681576 -9.5844715888809712e-05 -0.00023283132910618002 0.00037683278776693091 0.0011311842202198748 -0.00061105031321111701 4.0882927698826524e-05 0.00052210701996512933 5.7837413809265698e-05 0.00044823935313731297 0.001169469058652544 0.00098782375772789028 0.00088176563918948298 -0.00034179842118477118 0.00056560566132666916
leaf_weight=0.0011672759388255951 0.0015056063405491918 0.0010430752152892344 0.0014705663775769753 0.001073016749609578 0.001474339483223285 0.0016414159046895796 0.0013599855916956996 0.0012366753502667241 0.0012034536157443654 0.0019362091995523923 0.0010921119240272425 0.0010177309173116092 0.0011644249904496631 0.0011163160255949203 0.001535778262360509 0.0010960211952981682 0.0017059005180954925 0.0013551746653464028 0.0010650206601736656 0.001029924114462232 0.0010267928533913553 0.0017591673181001086 0.0014804203385399006 0.0014498642742188936 0.0013232415418142907 0.0014547571651661881 0.0042145275654882353 0.0012335021760350277 0.0010409896953387232 0.0018833660501424987
leaf_count=320 101 35 240 34 139 51 153 123 9 181 37 39 132 185 424 76 128 50 57 31 19 81 55 45 56 32 156 27 48 57
internal_value=0 3.97266e-06 2.65042e-05 4.97298e-05 7.6925e-05 0.000101483 6.90429e-05 9.82033e-05 0.000130697 0.000160494 -0.000391143 0.000202862 0.000231563 0.000266176 0.000298242 0.000354872 0.0003932 0.000440986 -0.000146872 0.000488555 0.000452232 0.000515125 5.80388e-05 0.000585713 0.000661779 0.000740309 0.000675916 0.000368282 0.000100379 0.00085742
internal_weight=0 0.042651 0.041608 0.0404407 0.0389701 0.0378971 0.0364228 0.0350628 0.0334214 0.0321847 0.00229557 0.0298891 0.0288714 0.027707 0.0265907 0.0235894 0.0224934 0.0209576 0.00300123 0.0192517 0.0182218 0.0157146 0.00250721 0.0143594 0.0126002 0.0111504 0.00969563 0.00359773 0.00236423 0.00609789
internal_count=3121 3020 2985 2665 2425 2391 2252 2099 2048 1925 46 1879 1840 1708 1523 1285 1209 785 238 657 626 552 74 502 421 376 344 131 104 213
is_linear=0
shrinkage=0.00117172


Tree=1464
num_leaves=31
num_cat=0
split_feature=14 3 33 10 1429 484 1213 403 1374 1365 480 123 158 156 130 51 15 43 42 1 4 2 3 15 0 484 49 1 15 16
split_gain=0.000659157 0.000630877 0.000649924 0.000961568 0.000541569 0.000591419 0.000538111 0.00058033 0.000574009 0.000599072 0.000639472 0.000609641 0.000559431 0.000575641 0.000591691 0.000786758 0.000689282 0.000469804 0.000618436 0.000767612 0.000420934 0.00047278 0.000488027 0.000454372 0.000448435 0.000402662 0.000303205 0.000321953 0.000407595 0.0003817
threshold=0.076175000000000007 0.30112000000000005 -0.0066799999999999993 -1.0000000180025095e-35 -1.0000000180025095e-35 0.085515000000000022 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.094929999999999987 1.0000000180025095e-35 1.0000000180025095e-35 0.092645000000000019 0.087355000000000016 0.080810000000000007 -1.0000000180025095e-35 0.14780500000000005 0.088235000000000022 -0.51144999999999985 0.092145000000000019 0.11634000000000001 -0.49013999999999996 0.10731 0.10732000000000001 -0.073184999999999986 1.0000000180025095e-35 0.088860000000000008 -0.088694999999999982 0.077565000000000009 0.083935000000000023 -0.087874999999999981
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 -5 6 -6 -8 -9 10 11 12 13 14 16 17 -10 -16 20 -20 -19 22 24 -23 26 -7 -22 28 -28 -29
right_child=-2 -3 3 4 5 25 7 8 9 -11 -12 -13 -14 -15 15 -17 -18 18 19 -21 21 23 -24 -25 -26 -27 27 29 -30 -31
leaf_value=-0.001103453375403206 -0.00095857016034866919 0.00095886705887007913 0.0011005621726608138 -0.00098664065170317602 -0.00092530946566873862 0.0011831205165959439 -0.00096495402782170996 -0.00082319263669880895 -0.0011257109436968685 -0.0010096073339292307 -0.00090225304584258331 -0.00094192386381837913 -0.00066506711237851815 -0.00073590987265648145 0.0012551209178951696 -0.00087053990182977333 0.00039261909322404288 -0.00038748478524839718 -0.0010349617898793109 0.00061756373949430749 -0.00018590961009369038 0.00064416565795297794 0.0013988049854208732 -0.00036128581893429579 0.0014284859004290132 0.00015473267989516435 -0.00051893988003947082 0.0011215410631788224 0.00071729217477962265 0.00038981160036800607
leaf_weight=0.0011095589852638801 0.0014941282683045278 0.0013736127215411278 0.0015697154466343113 0.0011943674692813646 0.0014203136453462264 0.001316903304896754 0.0012936852435936333 0.0015972506989783133 0.0012530058094268872 0.0010397628382747817 0.0012575516038132442 0.0010247113653869535 0.001505104763335873 0.0011953229187786621 0.001277328317428327 0.0010173638930233144 0.0011886306215345144 0.001126135791096757 0.0013389628909497011 0.001003041177203956 0.0013365442770081346 0.0016138592080610081 0.0015637578524660975 0.0021233900157497923 0.0010496918502977967 0.0018937237108598293 0.0011232652601331911 0.0026697348147437516 0.0010552788940447755 0.0031947565316601256
leaf_count=32 101 130 114 151 458 67 435 23 71 51 180 60 138 149 17 31 28 23 109 23 32 56 30 61 26 188 145 41 49 102
internal_value=0 6.5719e-06 -2.50605e-05 4.67229e-06 -3.98088e-05 -9.63551e-06 -6.45552e-05 -2.73372e-05 1.11037e-05 5.55865e-05 9.38869e-05 0.000139176 0.000180768 0.000231428 0.000279737 0.00035543 -0.000386562 0.000416343 0.000360537 -0.000327213 0.000456092 0.000516484 0.000654713 7.28991e-05 0.000543144 0.000576547 0.000444064 0.000548749 7.98864e-05 0.000722922
internal_weight=0 0.0427263 0.0413527 0.0402432 0.0386734 0.0374791 0.0342685 0.0328481 0.0315545 0.0299572 0.0289174 0.0276599 0.0266352 0.0251301 0.0239347 0.0214931 0.00244164 0.0204757 0.0191984 0.002342 0.0168564 0.0157303 0.011993 0.00373725 0.0104293 0.00321063 0.00937958 0.00804304 0.00217854 0.00586449
internal_count=3121 3020 2890 2858 2744 2593 2338 1880 1445 1422 1371 1191 1131 993 844 745 99 714 697 132 565 542 425 117 395 255 369 337 194 143
is_linear=0
shrinkage=0.00142833


Tree=1465
num_leaves=31
num_cat=0
split_feature=14 457 1213 1375 1429 484 403 133 151 16 133 42 123 13 3 131 52 159 16 4 160 3 1374 457 15 0 3 48 51 13
split_gain=0.000768388 0.000669863 0.000671863 0.000670112 0.000524839 0.000571232 0.000841534 0.000579249 0.00053053 0.000799502 0.000500588 0.000577587 0.000676154 0.000635451 0.000540953 0.000550493 0.000473799 0.000609061 0.000560292 0.000936418 0.00054597 0.000690646 0.000564323 0.000503513 0.000592962 0.000434621 0.000503044 0.000451003 0.00061511 0.000423441
threshold=0.076175000000000007 -0.15747999999999998 -0.080769999999999995 0.079730000000000009 -1.0000000180025095e-35 0.085515000000000022 -0.083259999999999987 -0.25159999999999993 -0.40381499999999992 -0.5335399999999999 -0.15387499999999996 -0.11466499999999999 1.0000000180025095e-35 -0.53104499999999988 0.16158000000000003 0.10033500000000002 -0.23798499999999997 0.091005000000000016 0.23311500000000004 -0.42529999999999996 -1.0000000180025095e-35 0.090900000000000009 -0.094929999999999987 0.092360000000000012 0.091915000000000011 -0.077999999999999986 -0.090569999999999984 0.086035000000000014 0.081440000000000026 -0.012549999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 -4 6 -6 -8 -9 -10 -11 -12 13 -13 15 16 -15 18 19 -18 21 -21 -22 24 25 27 -27 28 29 -24
right_child=-2 2 3 -5 5 -7 7 8 9 10 11 12 -14 14 -16 -17 17 -19 -20 20 22 -23 23 -25 -26 26 -28 -29 -30 -31
leaf_value=0.001134446308752945 -0.00097636236181901121 -0.0010669854122325397 -0.00089654875209229333 -0.001037241612863947 -0.0012156595300355708 0.00069289783729567847 -0.00089757304393353013 -0.00080812728424115954 0.0012541054547564353 0.001009691494212026 -0.00066671977574848116 -0.00097562929977533779 0.00094069942606110082 -0.00081145258958646477 0.00079502483355726138 0.00088765537117830012 -0.0012532662944678195 -0.00099213386685386871 0.00096003472365669231 -0.0010406784039442253 -0.00066154174196128785 0.00043051406237995689 0.00062242468645815801 0.0011337257893226367 -0.00061096129072806872 0.0012625666159983688 7.0643995668320152e-05 -0.00061564548274457192 0.00121163194974276 -0.00022533102917336612
leaf_weight=0.0010309672426416219 0.0015754837630153054 0.0011429695783288221 0.0011124731431370041 0.0011396868371624782 0.0010298972503776085 0.0027603136593350444 0.0011757334189494975 0.001210205415048903 0.0012077369430984952 0.0011262993781269151 0.002008167604667265 0.0011254216728957536 0.00180106842188854 0.0013733370188305739 0.0020191956404973501 0.0014096090779975859 0.0010512390073919948 0.0010666213068499788 0.0013641794111958197 0.0016303209712740232 0.0013060646697340425 0.0010154161892046432 0.001841172735145725 0.0012918432648803 0.0014958825544360019 0.0017566599059888333 0.0011481284248651569 0.0012470862125470994 0.0011906924597404611 0.0031015217741274638
leaf_count=35 101 319 147 134 391 259 163 31 73 31 100 7 167 125 73 48 33 143 30 234 16 21 83 13 108 38 31 40 27 100
internal_value=0 1.92539e-05 -8.02384e-06 2.14929e-05 5.17597e-05 7.8982e-05 3.19012e-05 6.86497e-05 0.000102272 0.000136092 9.30483e-05 5.89117e-05 0.00011052 5.39572e-05 9.97401e-05 3.94597e-05 -1.51845e-05 3.81414e-05 9.46693e-05 2.9361e-05 0.00010856 -0.000476045 0.000216127 0.000303811 0.000212808 0.000332617 0.000791455 0.000152028 0.000308117 9.04612e-05
internal_weight=0 0.0431799 0.0421489 0.041006 0.0398663 0.0387538 0.0359935 0.0349636 0.0337879 0.0325777 0.0313699 0.0302436 0.0282355 0.0264344 0.025309 0.0232898 0.0218802 0.0205068 0.0194402 0.018076 0.0170248 0.00264574 0.0143791 0.013073 0.0117811 0.0102853 0.00290479 0.00738047 0.00613339 0.00494269
internal_count=3121 3020 2985 2666 2532 2385 2126 1735 1572 1541 1468 1437 1337 1170 1163 1090 1042 917 774 744 711 255 456 440 427 319 69 250 210 183
is_linear=0
shrinkage=0.00140032


Tree=1466
num_leaves=20
num_cat=0
split_feature=1447 453 4 401 42 123 12 156 160 47 157 12 0 42 48 2 4 1 16
split_gain=0.000146649 0.000185074 0.000315187 0.000174502 0.000157707 0.000176514 0.000262974 0.0002412 0.000217942 0.000203469 0.000185978 0.000161611 0.000245868 0.000236127 0.000195585 0.000179892 0.000236321 0.000139798 0.000111933
threshold=-1.0000000180025095e-35 1.0000000180025095e-35 0.27287000000000006 1.0000000180025095e-35 -0.11466499999999999 1.0000000180025095e-35 -1.0000000180025095e-35 0.088775000000000007 -0.091944999999999985 0.09550500000000002 -0.079969999999999986 0.088245000000000004 -0.13455999999999999 0.083995000000000014 0.086425000000000016 0.10402500000000002 -0.07712999999999999 0.111945 -0.091114999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 6 -6 8 -8 10 -10 12 14 -14 -12 16 -13 -4 -18
right_child=1 -3 17 -5 5 -7 7 -9 9 -11 11 15 13 -15 -16 -17 18 -19 -20
leaf_value=-0.0015943219424206234 -0.001417475458376755 -0.0017179457046989325 0.00064735931487506821 -0.0017661888317042319 -0.0019684827622990131 0.0018653487260245796 -0.0015303058695687662 -0.0017488639873418593 0.0020863444986297694 0.0018737679785525113 0.0020428440393813105 -0.0001171824994755583 -0.0024910323319312748 0.00018920807626325779 -0.00045717323916677163 -0.00081032982385999253 0.0029575736780837296 0.0027234380761912333 0.00098265162850079586
leaf_weight=0.0010793137231291374 0.001297988631309476 0.001075107169622668 0.0013460836432201964 0.0010658427321738042 0.001149599884532111 0.0010948678370733536 0.0010808769580081265 0.0011237813912929892 0.0010097027261691824 0.00181681593598615 0.0010013658389738112 0.0016715087188035023 0.0015169627588468328 0.001076647166952438 0.001493882291882187 0.0012040998644546885 0.0012125764427168839 0.0011541708452068866 0.001005872833086288
leaf_count=300 126 78 82 269 77 139 221 246 143 125 40 274 218 132 45 128 57 240 181
internal_value=0 5.58556e-05 0.000141286 -4.34278e-05 5.44683e-05 0.000163903 5.00617e-05 0.000202586 0.000358225 0.000515132 0.000294594 0.000116931 -0.000434758 -0.00137842 0.000546107 0.000668056 0.00112568 0.00160572 0.00206212
internal_weight=0 0.0233978 0.0223226 0.0198224 0.0187565 0.0174586 0.0163637 0.0152141 0.0140903 0.0130094 0.0111926 0.0101829 0.00508886 0.00259361 0.00249525 0.00509406 0.00388996 0.00250025 0.00221845
internal_count=3121 2821 2743 2421 2152 2026 1887 1810 1564 1343 1218 1075 435 350 85 640 512 322 238
is_linear=0
shrinkage=0.00437696


Tree=1467
num_leaves=31
num_cat=0
split_feature=14 457 3 124 1375 1456 48 1213 1374 457 52 133 133 474 403 157 403 151 42 160 0 160 1 0 16 52 0 1 16 16
split_gain=0.000863365 0.000679964 0.000633508 0.000649341 0.000663502 0.000563504 0.000552216 0.00053794 0.000579158 0.000585272 0.000441289 0.000538039 0.000553071 0.000446554 0.000853779 0.000691208 0.000512275 0.000542889 0.000623112 0.000718202 0.000457041 0.000460843 0.000804112 0.000666455 0.000534536 0.000618558 0.000466859 0.000394674 0.000361116 0.000333454
threshold=0.076175000000000007 -0.15747999999999998 0.30112000000000005 -0.043384999999999993 0.079730000000000009 -1.0000000180025095e-35 -0.09386499999999999 -0.080769999999999995 -0.094929999999999987 0.080930000000000016 -0.43320999999999993 -0.25159999999999993 -0.16271999999999995 0.082665000000000002 -1.0000000180025095e-35 -1.0000000180025095e-35 0.095105000000000009 -0.40381499999999992 -0.11051499999999999 0.050340000000000003 -0.15202999999999997 -1.0000000180025095e-35 0.12408500000000001 -0.063634999999999983 -0.056919999999999991 0.096795000000000006 -0.10224499999999999 0.083135000000000014 0.0039400000000000008 -0.084119999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 28 5 -5 -7 -8 -9 10 -10 -12 -13 14 -14 -16 17 -17 -19 20 -20 23 24 -22 26 -26 -23 -11 -3 -28
right_child=-2 2 -4 4 -6 6 7 8 9 27 11 12 13 -15 15 16 -18 18 19 -21 21 22 -24 -25 25 -27 29 -29 -30 -31
leaf_value=0.0012215156066583319 -0.001025708949101638 0.00023292763196893239 0.00095036485257409323 -0.00095413717311000515 -0.0013027891425099142 -0.0011260553950012573 -0.0010067257822099849 -0.00082073588373149104 -0.00087330382335052792 9.0610121649883433e-05 -0.00099206428652867055 0.0011204701637505549 -0.00124383074056686 0.00081094066757529345 -0.0010959069447573188 -0.00090841757211724747 -0.00084473026190308095 -0.00063427312378651454 0.0011780597409457103 -0.00049063319534227174 -0.0011415723236583456 3.3595676209377907e-05 0.0015133942396610006 0.00057051458303847605 -0.00067789257882939135 0.00043594452464503728 0.00045896592009060454 0.0011675109950801241 0.0013918819246726407 0.0013704136079588493
leaf_weight=0.0010388125648823623 0.0019311667331818319 0.0016122210601030021 0.0014935572754894979 0.0015897836035232973 0.0010318082107505502 0.0010301682926012736 0.0011791488311728706 0.0017265299138315973 0.0012360634981676269 0.0013866811853340258 0.0010894013701969732 0.0011553424766894685 0.0012116598699799521 0.0016511224970892071 0.0011262876430774274 0.0010048986737274382 0.0011904161021147877 0.0017304265165036794 0.0016876728107781793 0.0022072296652422265 0.0010793635473085317 0.0020175586529802411 0.0014565163889668229 0.0010122514425603421 0.0021102753716349164 0.0025055465283188028 0.0017474747970078605 0.0017927009652869419 0.0010013265001762583 0.0019527357968627404
leaf_count=35 101 167 123 260 124 27 286 46 201 60 149 20 494 142 67 22 60 54 25 75 182 22 58 31 57 22 54 62 59 36
internal_value=0 9.74562e-06 -1.95178e-05 -5.44043e-05 -0.00010353 -7.08615e-05 -3.21644e-05 -2.02498e-07 3.46245e-05 8.02731e-05 1.29685e-05 5.21825e-05 9.45564e-05 4.84211e-05 -3.9498e-06 6.18585e-05 0.000121943 0.000178044 0.000234013 0.000318534 0.000433248 0.000342697 0.00045902 -0.000312996 0.000310406 -7.32829e-05 0.000620149 0.000697823 0.000676957 0.00093997
internal_weight=0 0.044055 0.0430162 0.0415226 0.0389091 0.0378773 0.0362875 0.0352573 0.0340782 0.0323516 0.0291722 0.0279362 0.0268468 0.0256914 0.0240403 0.0228287 0.0217024 0.020512 0.0195071 0.0177766 0.0155694 0.0138817 0.0117901 0.00209161 0.0103336 0.00461582 0.00571777 0.00317938 0.00261355 0.00370021
internal_count=3121 3020 2985 2862 2636 2512 2252 2225 1939 1893 1771 1570 1421 1401 1259 765 698 638 616 562 487 462 249 213 191 79 112 122 226 90
is_linear=0
shrinkage=0.00151575


Tree=1468
num_leaves=20
num_cat=0
split_feature=14 157 0 124 48 48 2 16 15 52 52 51 3 0 133 13 4 52 1
split_gain=0.000145892 0.000254458 0.000196155 0.00018225 0.00023603 0.000310271 0.000232977 0.000184085 0.000382477 0.000311683 0.000231555 0.000244651 0.000181999 0.000253092 0.000170495 0.00022805 0.000185451 0.00016157 2.48826e-05
threshold=0.023790000000000002 -0.077234999999999984 -0.11013499999999998 -0.043384999999999993 0.12737000000000001 0.092475000000000016 0.10327000000000001 -0.056919999999999991 -0.091964999999999977 0.096795000000000006 0.090645000000000017 0.086310000000000012 0.10542000000000001 -0.053834999999999994 -1.0000000180025095e-35 -0.083764999999999992 0.053925000000000008 0.11434500000000002 0.087695000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -3 5 7 -7 10 -9 12 11 14 13 -10 -5 -16 18 -11 -17
right_child=-2 3 -4 4 -6 6 -8 8 9 17 -12 -13 -14 -15 15 16 -18 -19 -20
leaf_value=0.0027206120003562197 -0.001637845783654212 0.001376027812798226 0.00011899260800220161 -0.00046419190766291106 -0.0020214033042994625 0.00025768548105580002 0.0029828358522165058 -0.0030498381893289514 -0.00048006331264591407 0.0020313234813173911 -0.0014952683662439218 -0.0014365366157664545 0.00025673219450306689 -0.0032257457021900291 0.0027798699191490563 0.0018763692286450143 -0.00081379368268409886 -0.00030405278789358254 0.00091995573568559379
leaf_weight=0.0011483159904059903 0.0010188659996237517 0.0015013157852846173 0.0010749478026911832 0.0015382433988283808 0.0012827066213079155 0.0014939447447166456 0.0010055194882396812 0.0012225155608414084 0.0013446635970842946 0.0011872547155591384 0.0014050442581568512 0.0011148579897514721 0.0012233577230489345 0.0012328553575509148 0.001288437384212299 0.0010007754606249373 0.0011446012972211039 0.0010872795307597105 0.0010873538918774184
leaf_count=39 113 232 330 376 70 126 75 106 376 26 348 137 36 149 106 94 108 183 91
internal_value=0 5.41165e-05 0.00146273 -9.38802e-05 -0.000206132 -7.94243e-05 0.001354 -0.00030508 -0.00081608 -0.000366595 0.000129599 0.000447821 -0.00113351 -0.00179335 0.00079452 0.00122277 0.000602176 0.00091496 0.00137833
internal_weight=0 0.023384 0.00222326 0.0211607 0.0196594 0.0183767 0.00249946 0.0158772 0.00729793 0.00607541 0.00857931 0.00717427 0.00380088 0.00257752 0.00605941 0.00452117 0.00323273 0.00227453 0.00208813
internal_count=3121 3008 369 2639 2407 2337 201 2136 876 770 1260 912 561 525 775 399 293 209 185
is_linear=0
shrinkage=0.00437696


Tree=1469
num_leaves=31
num_cat=0
split_feature=14 1213 1366 1374 1456 33 10 128 133 480 376 158 1374 52 403 16 4 14 42 49 151 43 130 15 151 160 43 16 15 15
split_gain=0.000903775 0.000669618 0.000644982 0.000646477 0.000642414 0.000642766 0.000623655 0.000504817 0.000546971 0.000428409 0.000413401 0.000513725 0.000493217 0.000430957 0.000618377 0.000509038 0.00107242 0.00049975 0.000501895 0.000640481 0.000657173 0.000420861 0.000352209 0.000416493 0.000289174 0.000229787 0.000214884 0.000112253 0.000506443 8.20894e-05
threshold=0.076175000000000007 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.094929999999999987 -1.0000000180025095e-35 -0.0066799999999999993 -1.0000000180025095e-35 0.086435000000000012 -0.25159999999999993 0.08598500000000002 0.11430500000000002 0.085900000000000018 0.087855000000000016 -0.43320999999999993 -1.0000000180025095e-35 0.23311500000000004 -0.42529999999999996 -0.10708499999999999 0.091735000000000025 -0.087004999999999985 0.08357500000000001 -0.073404999999999984 -1.0000000180025095e-35 0.091475000000000015 -0.090369999999999992 -0.085834999999999981 -0.079329999999999984 -0.062804999999999986 -1.0000000180025095e-35 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 -5 -6 -7 8 -8 10 11 12 13 -10 -15 16 -16 -18 19 20 -19 -17 -21 24 -24 -26 -20 29 -29 -27
right_child=-2 2 3 4 5 6 7 -9 9 -11 -12 -13 -14 14 15 21 17 18 26 22 -22 -23 23 -25 25 27 -28 28 -30 -31
leaf_value=-0.00086593423958133985 -0.0011649214702312742 -0.0010785885075401543 -0.0008487257849181777 -0.00085932700278796941 -0.0010026539394035988 0.0011850263845969266 -0.00080384433048794534 -0.00077907172806516252 -0.00046923240486804191 -0.00071486362027355836 -0.00058228359962956969 -0.00074293052860874612 -0.00066421862319578518 -0.00062949005333497068 -0.0010336064813608052 0.0014546384597187427 -0.00028449842972545531 -0.00080181368947191529 -0.00062778716040311157 1.2256850946491e-05 0.00077528401406540379 0.00035065721983012279 0.00032784553037771912 -9.0769299978353546e-06 0.00040804404676910387 0.0014689726643109763 0.00035685610969005366 3.7551984107646502e-05 0.001370025108918919 0.0010683165028563838
leaf_weight=0.0018623514944022803 0.0015420685513873869 0.0011118857433478615 0.0015934856926236298 0.0014300726633301166 0.0010361224119339587 0.0015707482957462151 0.0011879488296844256 0.0012418341065097973 0.0012481033766869 0.0010303747803221954 0.0012198629552044862 0.0010159656529726826 0.0010470816330170321 0.0011838607770200396 0.0011435414646001471 0.0022737716800520502 0.0017353954123304751 0.0012916735406345295 0.0010280790104763016 0.0011740135084816776 0.0012358212116758693 0.0012958101967210913 0.0013645496420799973 0.0010929450010692685 0.0010496636653867285 0.0031944106773085113 0.0010930615089273501 0.0010010871052399395 0.0021378975259392034 0.001980030942263511
leaf_count=477 101 62 53 239 34 136 115 128 202 190 25 118 47 357 29 21 58 38 36 63 33 37 78 36 93 112 77 69 33 24
internal_value=0 4.028e-05 8.24627e-05 0.000115652 0.000156846 0.000197355 0.000233045 0.000188096 0.0002256 0.000265258 0.000299139 0.000336752 0.000376537 0.000417623 0.000461416 0.000515023 0.000421296 0.00050715 0.000585017 0.000681412 -3.06901e-05 0.00105388 0.000819918 0.000900135 0.000992766 0.00108967 -0.000120383 0.00117573 0.000945072 0.00131566
internal_weight=0 0.0418715 0.0400091 0.0388972 0.0373037 0.0358737 0.0348375 0.0332668 0.032025 0.030837 0.0298066 0.0285868 0.0275708 0.0265237 0.0252756 0.0240918 0.0205222 0.0193786 0.0176432 0.0155221 0.00252749 0.00356958 0.0129946 0.0118206 0.0107276 0.00936309 0.00212114 0.00831343 0.00313898 0.00517444
internal_count=3121 3020 2543 2481 2428 2189 2155 2019 1891 1776 1586 1561 1443 1396 1194 837 779 750 692 579 71 58 508 445 409 331 113 238 102 136
is_linear=0
shrinkage=0.00154607


Tree=1470
num_leaves=20
num_cat=0
split_feature=41 124 13 3 48 1 4 16 2 52 3 43 4 12 403 12 1 2 4
split_gain=0.000136122 0.000158617 0.00019955 0.000250033 0.000237228 0.000234228 0.000241207 0.000259051 0.000207607 0.000261605 0.000270434 0.000150349 0.000121854 0.000120862 0.000181394 0.00016849 0.000194515 9.93115e-05 5.53548e-06
threshold=0.078475000000000017 0.08919500000000001 0.25761500000000009 -0.11255999999999998 -0.086869999999999989 0.10060500000000001 0.033845000000000007 0.0073350000000000004 0.10613000000000002 -0.088204999999999992 0.090900000000000009 -0.074359999999999996 -0.27825499999999997 0.091475000000000015 0.092070000000000013 0.084100000000000022 0.086560000000000012 0.116525 0.022185000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 12 -5 8 7 -7 9 -6 13 -8 -1 14 15 16 -11 -13 -14
right_child=-2 -3 -4 4 5 6 11 -9 -10 10 -12 17 18 -15 -16 -17 -18 -19 -20
leaf_value=4.5237907080840149e-05 -0.0012882346022298438 0.0016728979906994346 -0.0017870971326782691 -0.0020271752718278558 -0.0020517467322730756 0.0031625490689637303 0.0013211584424629608 0.00034127865697915005 -0.0020363113360294537 0.0014038503605733666 0.0015171850517855402 -0.0010942314501314586 0.0020150321800932029 -0.0015194257049290273 0.0015345733782470654 -0.0016911902514834295 -0.00087378298452577582 0.00055458777917871726 0.0015735076942181171
leaf_weight=0.0010847768959356685 0.0013988255705381638 0.0010350113560966259 0.0010668339322295042 0.0010778401169426735 0.0011384208640181038 0.0011380970035218532 0.001122878372720626 0.0011663460714181895 0.0011835279976500366 0.001216043263813563 0.0018443901603006907 0.0017953017332777987 0.0010075518020866659 0.0011957515832737853 0.0010384561044358698 0.0012875308945406727 0.0014609015883948473 0.0010104329339687967 0.0010027121793673155
leaf_count=98 148 52 81 65 290 144 104 94 234 159 59 98 61 419 101 690 50 109 65
internal_value=0 6.3665e-05 -1.26053e-05 7.85358e-05 -0.00011461 9.58767e-06 0.000654051 0.00173462 -0.000377963 -0.000164196 0.000102969 2.02103e-05 0.0011816 -0.000317825 -3.06302e-05 -0.00044062 0.000160867 -0.00050044 0.0017948
internal_weight=0 0.0228728 0.0218378 0.020771 0.0176759 0.0165981 0.00623306 0.00230444 0.010365 0.00918149 0.00804307 0.00392861 0.00309504 0.00619868 0.00500293 0.00396448 0.00267694 0.00280573 0.00201026
internal_count=3121 2973 2921 2840 2616 2551 549 238 2002 1768 1478 311 224 1419 1000 899 209 207 126
is_linear=0
shrinkage=0.004207


Tree=1471
num_leaves=31
num_cat=0
split_feature=1213 1456 453 33 10 475 128 124 123 480 42 133 15 124 16 1374 456 1374 123 2 43 15 42 133 13 159 42 13 1 0
split_gain=0.00058914 0.000621556 0.000638217 0.000572624 0.000758543 0.000620386 0.000541608 0.000535046 0.000651146 0.000676137 0.000544263 0.000778806 0.000751866 0.000590263 0.000794892 0.000749271 0.000600689 0.000513944 0.00046562 0.000448929 0.000414964 0.000397234 0.000637985 0.000438093 0.000425665 0.000474644 0.00039402 0.00036189 0.000178033 0.000354031
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 0.089960000000000026 -0.0066799999999999993 -1.0000000180025095e-35 -0.086004999999999984 0.086435000000000012 -0.043384999999999993 0.092645000000000019 1.0000000180025095e-35 0.092145000000000019 0.0033250000000000003 -0.055554999999999993 0.08919500000000001 0.25792000000000009 -0.094929999999999987 0.086265000000000022 0.087110000000000007 0.085215000000000013 0.10672500000000001 -0.074359999999999996 0.050935000000000008 0.08623500000000002 0.047850000000000011 -0.10664 0.093660000000000007 -0.088669999999999985 -0.083499999999999977 0.094465000000000007 -0.13455999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 -5 -6 7 18 9 10 13 12 -12 14 15 -9 17 21 -7 -16 -14 23 26 24 -17 28 -23 -28 29 -26
right_child=1 2 -4 4 5 6 -8 8 -10 -11 11 -13 20 -15 19 16 -18 -19 -20 -21 -22 22 -24 -25 25 -27 27 -29 -30 -31
leaf_value=-0.00080375731481366645 -0.00078940859247960695 -0.00086169911717329565 -0.0010162251363095291 0.00095711356927511467 -0.00098319511634535378 8.3381980502983323e-05 -0.00070916488951226926 -0.00064246886112610563 -0.00098979897691887074 -0.00090906932543152676 -0.00092988755904571023 -0.0011482826567752093 0.00086382046986369359 0.0012280133349643764 -0.00090617817287213414 0.0013450462985749709 -0.0005808834254438643 -0.0005146179379979073 0.0012866816688318536 0.00022406398395560009 -0.00017922609805660097 0.00064428506023239283 0.00092616012832568524 -6.6797187027385825e-05 0.00089852147494973687 -0.00013241701635620241 0.0001566689351693146 -0.00072817072061121251 0.00096219794848133018 5.1586728844132336e-05
leaf_weight=0.0016664802743371334 0.0016836835605726899 0.0011561312932597536 0.0010013723635893248 0.0017826016972313221 0.0010080420542278859 0.0010651551768019454 0.0014824729644241632 0.0014894886013827593 0.001005363756194976 0.0011346873747293809 0.0010273591690523887 0.0013026403290590238 0.0016061340105011368 0.0010331337095408335 0.0017396720365947518 0.0016148228634484925 0.0011850119853011867 0.0010325544655400689 0.0012857700888624923 0.0010040670767113014 0.0012126535917218453 0.001037032198649257 0.0015390650148319196 0.001503769148113677 0.0020485451263993907 0.001375268345221059 0.0016050864208452253 0.0017505745655377316 0.0032559257270903252 0.0015866199423100356
leaf_count=491 258 34 36 144 145 67 131 42 43 201 63 180 22 16 88 68 73 47 90 64 54 54 62 136 27 56 37 184 85 123
internal_value=0 1.20305e-05 4.50458e-05 7.17009e-05 9.95757e-05 5.81836e-05 8.7406e-05 0.000121694 7.62868e-05 0.000110768 0.000149406 -0.000248807 5.58335e-05 0.000232078 0.000188786 0.000277707 0.000347871 0.00040785 0.000741492 -0.000492568 0.000415098 0.000462855 0.000180438 0.000609999 0.000712997 0.000589528 -8.08401e-05 -0.000304932 0.000733607 0.000528865
internal_weight=0 0.0425547 0.040871 0.0398696 0.0387135 0.0369309 0.0359229 0.0344404 0.0320895 0.0310841 0.0299494 0.00514879 0.00384615 0.0248006 0.0237675 0.0210238 0.0195343 0.0183493 0.00235093 0.00274374 0.00281879 0.0173167 0.00593176 0.011385 0.00988118 0.00826636 0.00439269 0.00335566 0.00689109 0.00363517
internal_count=3121 2630 2372 2336 2302 2158 2013 1882 1725 1682 1481 319 139 1162 1146 994 952 879 157 152 76 832 337 495 359 291 275 221 235 150
is_linear=0
shrinkage=0.00134594


Tree=1472
num_leaves=20
num_cat=0
split_feature=2 403 2 0 40 1 52 52 48 4 2 52 3 1 52 151 16 0 16
split_gain=0.00012525 0.000210458 0.000245666 0.000279391 0.000263722 0.000243034 0.000236335 0.000245968 0.000214563 0.000207696 0.000379574 0.00031756 0.000223864 0.000561634 0.000226109 0.000202013 0.000230036 0.000280867 0.000149273
threshold=0.099185000000000009 -1.0000000180025095e-35 0.095195000000000016 -1.0000000180025095e-35 -1.0000000180025095e-35 0.12958500000000003 -0.088204999999999992 0.091820000000000013 0.085700000000000012 -0.49013999999999996 0.10699500000000002 -0.081429999999999989 -0.11255999999999998 0.10937500000000001 0.0031350000000000002 -0.0067699999999999991 -0.056919999999999991 -0.10224499999999999 -0.084119999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 6 -6 8 15 -2 -11 -12 -13 -14 -15 -8 17 -17 -19
right_child=9 2 -4 -5 5 -7 7 -9 -10 10 11 12 13 14 -16 16 -18 18 -20
leaf_value=-0.0022421283412375056 -0.0015322248687525404 -0.0024174756938037593 -0.0023395708067806506 0.0020927312336333046 -0.0022852460131610021 0.0021013141862811051 0.0026461665956266619 -0.001892624855494153 -0.0013785065535690747 0.0024469735746888138 0.0022687314500322367 0.0014995238634921164 -0.0033560190643644144 -0.00066296491120910106 0.0020630229280153957 -0.00086279619320952681 -0.0014839665146815261 0.00066360067639662868 0.0030039152105748083
leaf_weight=0.0010957365175340858 0.0010656315163846139 0.0010361918091703068 0.0010019918163995953 0.001296023851728942 0.00104553564538296 0.0011027774970250323 0.0010199888089748067 0.001186847330668872 0.0012127188905637354 0.0019404212506386465 0.0011961052180192175 0.00108717864802066 0.0013347885023822208 0.0018848941352183624 0.0010072960928263486 0.0012288416070305227 0.0011083277084235534 0.0011345014186590115 0.0012206613378717372
leaf_count=657 87 90 135 124 256 33 112 272 101 192 165 68 187 150 70 39 148 130 105
internal_value=0 -0.000283868 -0.000126028 5.01062e-05 -0.000184242 4.12951e-05 -0.000206781 6.11104e-05 0.000395951 0.00040017 0.000643845 0.000106412 -0.00038028 -0.000863766 0.000286446 0.000772666 0.000365417 0.000937326 0.00187657
internal_weight=0 0.0146901 0.0135944 0.0125924 0.0112964 0.0102602 0.00915742 0.00811189 0.00692504 0.00951632 0.00845068 0.00651026 0.00531416 0.00422698 0.00289219 0.00571232 0.00469233 0.003584 0.00235516
internal_count=3121 2202 1545 1410 1286 1196 1163 907 635 919 832 640 475 407 220 534 422 274 235
is_linear=0
shrinkage=0.00464487


Tree=1473
num_leaves=18
num_cat=0
split_feature=50 47 4 150 15 1 47 48 3 43 16 12 0 16 4 16 1
split_gain=0.000133043 0.000207769 0.000185035 0.000217243 0.000227433 0.00020933 0.00020086 0.000162823 0.000187903 0.000198091 0.000445367 0.000187425 0.00025203 0.000230919 0.000165909 0.000153946 0.000134032
threshold=0.10647500000000001 0.13148500000000005 0.24564500000000003 -0.084634999999999988 -0.10324499999999999 0.111945 0.092165000000000011 -0.064549999999999982 0.10542000000000001 -0.45785999999999999 0.15891500000000003 0.092355000000000007 -0.076899999999999982 -0.083539999999999989 -0.0024449999999999997 0.22339500000000004 0.10708500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -5 16 7 -6 9 -9 11 12 13 14 -11 -10 -4
right_child=-2 -3 5 4 6 -7 -8 8 15 10 -12 -13 -14 -15 -16 -17 -18
leaf_value=0.0021517393022139385 -0.0014785476110972622 -0.0017996367965809087 0.001499200372024989 -0.0021720022229375371 -0.0020158843048314885 0.0026501562233688532 0.0018443405595110949 0.0016671942775983157 0.0020562907128221695 0.0016045128493979094 -0.0029695959526754344 -0.0019502788329840222 0.0019920953405324631 -0.0016674361476696968 -0.00056873015549602159 -0.00027048819106199499 -0.00086272163151148015
leaf_weight=0.0010164759466857456 0.0013656304431147173 0.0013002698421331607 0.00107651079149118 0.0012043358460161425 0.001021393505518998 0.0013968777955053469 0.0012764920704462232 0.0010553591605544374 0.0016308181889055371 0.0015926508916119797 0.0014809182788382558 0.0010687469558765539 0.0014733206131767361 0.001802668511503111 0.001691744594114696 0.00112019045661782 0.0011718462951222364
leaf_count=80 333 37 100 166 85 244 98 74 54 305 310 370 120 575 97 29 44
internal_value=0 7.5145e-05 0.000190785 -1.62355e-05 -0.000150455 0.00118096 9.5674e-06 -0.00015847 -1.1591e-05 -0.000314808 -0.000544414 -7.36534e-05 0.000232066 -0.000277675 0.000485107 0.00110884 0.000268164
internal_weight=0 0.0223806 0.0210803 0.0174351 0.0164186 0.00364523 0.0152143 0.0139378 0.0129164 0.0101654 0.00911005 0.00762913 0.00656038 0.00508706 0.0032844 0.00275101 0.00224836
internal_count=3121 2788 2751 2363 2283 388 2117 2019 1934 1851 1777 1467 1097 977 402 83 144
is_linear=0
shrinkage=0.00483252


Tree=1474
num_leaves=31
num_cat=0
split_feature=14 1213 1429 1374 33 10 457 158 159 133 133 160 403 403 42 52 4 4 151 4 12 0 43 52 3 15 12 16 0 1
split_gain=0.000646068 0.0005791 0.000529949 0.000541497 0.000576071 0.000701042 0.000575008 0.000481127 0.000939075 0.000629993 0.000659624 0.000594818 0.000532824 0.000591439 0.000677202 0.000825923 0.000570215 0.000729129 0.000765211 0.000906988 0.000469262 0.000633203 0.000314486 0.000307422 0.000258199 0.000253248 0.000233197 0.000214548 0.000172097 0.000132257
threshold=0.076175000000000007 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.094929999999999987 -0.0066799999999999993 -1.0000000180025095e-35 0.080930000000000016 0.09031500000000002 0.088450000000000015 -0.25159999999999993 -0.16271999999999995 -0.40698999999999991 -1.0000000180025095e-35 0.095105000000000009 0.09832500000000001 -0.0064899999999999992 -0.51843499999999987 0.052250000000000012 -0.00099499999999999979 0.24564500000000003 0.051320000000000005 -0.14794999999999997 -1.0000000180025095e-35 -0.087284999999999988 0.090900000000000009 0.088850000000000012 0.090695000000000012 -0.059624999999999991 -0.082184999999999994 0.11634000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 -5 -6 7 8 9 -7 -11 -12 -13 14 15 20 -17 25 -19 27 21 -14 -21 -8 -25 26 -18 -20 -16 -23
right_child=-2 2 3 4 5 6 23 -9 -10 10 11 12 13 -15 28 16 17 18 19 22 -22 29 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=-0.00073007857744418058 -0.00086870474075856699 -0.0008747269888372323 -0.00065583674743154507 -0.00089249921604327923 0.0010333482589721787 -0.0010129691539652432 -6.4900683925529388e-05 -0.00075724874915968608 0.00097078605681178245 0.0010448428026695866 -0.00089216719188722868 -0.00083923455483852257 -0.00083789558426093224 -0.00080652608917397561 0.00039807927837285701 -0.00066060842989946924 0.00097335731677567156 -0.00099514148839010023 -0.00064941588853379372 0.00015188793522255783 -0.00099905521037634329 0.00068168987093707699 0.0010830835271464193 0.00039133114967678895 0.0011731545199027257 2.7229659457045225e-05 0.00037819404820558069 0.00012557472219300867 0.0011217433558396003 1.0706964025864469e-05
leaf_weight=0.0017992622088413004 0.0015467002341855709 0.0010914454477944915 0.0017493672359485393 0.0010098499700070809 0.0015184062585484872 0.0010533819471791874 0.0010234891734359763 0.0013245986707992033 0.0019654034577724069 0.0011512143869984994 0.001276574891891257 0.0011602842453508613 0.0013672039489804888 0.0012449013882974693 0.00103187817758843 0.0011907919679288179 0.0033798990606102065 0.0011493832975193463 0.0016470140310644865 0.0010338978299455626 0.0016209632388657358 0.0010320688560199144 0.0018023502871322705 0.0015113510016160339 0.0015500447216387769 0.0010104471115042202 0.0018429162476767402 0.0010659249018947214 0.00140714665099989 0.0010986811555397935
leaf_count=477 101 153 53 34 135 149 52 173 131 24 161 397 33 53 28 11 122 40 38 47 305 51 51 73 46 43 37 17 68 18
internal_value=0 1.70131e-05 5.03593e-05 7.61037e-05 0.000110276 0.00013805 9.91446e-05 3.63237e-05 7.19174e-05 7.83191e-06 4.83883e-05 3.1585e-06 5.06119e-05 9.5648e-05 0.000147451 6.27598e-05 0.000230643 0.000312712 4.41731e-06 0.000211452 -0.000400415 -0.000123003 0.000743635 0.000573689 0.000787184 0.00064402 0.000763349 -0.000344919 0.000815583 0.00033571
internal_weight=0 0.0421101 0.0403109 0.0392194 0.0374701 0.0364602 0.0349418 0.0308569 0.0295323 0.0275669 0.0265135 0.0253623 0.0240858 0.0229255 0.0216806 0.0192415 0.0141226 0.0129318 0.00669857 0.00554919 0.00511892 0.00349795 0.00283625 0.00408488 0.0030614 0.00623326 0.00522282 0.00271294 0.00243902 0.00213075
internal_count=3121 3020 2543 2390 2337 2303 2168 1997 1824 1693 1544 1520 1359 962 909 813 406 395 193 153 407 102 98 171 119 202 159 55 96 69
is_linear=0
shrinkage=0.00134594


Tree=1475
num_leaves=19
num_cat=0
split_feature=1447 453 4 151 160 403 403 42 15 15 16 47 4 12 12 16 1 13
split_gain=0.00013333 0.000182498 0.00028231 0.00016554 0.000265207 0.000211591 0.000196418 0.000271247 0.000267108 0.000209383 0.000465299 0.000310279 0.000301811 0.000160252 0.000141319 0.000115306 0.000190412 8.29796e-06
threshold=-1.0000000180025095e-35 1.0000000180025095e-35 0.27287000000000006 -0.086944999999999981 -0.091944999999999985 0.10323500000000001 -1.0000000180025095e-35 0.088200000000000014 0.095175000000000023 -0.016799999999999995 -0.056919999999999991 0.092165000000000011 -0.35136499999999998 0.092355000000000007 0.089795000000000014 -0.084119999999999986 0.090405000000000013 -0.07965499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 -5 6 -6 8 9 10 11 -8 -11 17 -4 -14 -17 -9
right_child=1 -3 14 4 5 -7 7 13 -10 12 -12 -13 15 -15 -16 16 -18 -19
leaf_value=-0.0015478357312850742 0.0013151803593701846 -0.0017299814257868409 0.002469210166363612 -0.0022122325336822552 -0.0015817118502880964 -0.0019206667666689574 -0.0006084364714669079 0.0018517008331857961 -0.0020441983412591348 -0.00094276670881568003 -0.002504871982244773 0.0022428757088429232 0.0001917618665399121 0.00015005533078750699 0.00032651619169782911 0.00099706024631636132 0.003406267619308765 0.0024149347218597808
leaf_weight=0.0010359100543586288 0.0015992788534924243 0.0010433089626109551 0.0013834864427110507 0.0011244599822121662 0.0012062760642196088 0.0010455529496857787 0.0019627187140499047 0.0010014238555297594 0.0011757881808506241 0.0014176672736692071 0.0015099617325036426 0.0011652247364430934 0.0010342646999398327 0.0012778060710491312 0.0010277639323859056 0.0016522755515196797 0.0010142868734734911 0.0010030460770371627
leaf_count=300 198 78 249 257 624 176 114 106 73 126 191 41 82 188 73 150 51 44
internal_value=0 5.7957e-05 0.000144312 -3.3058e-05 -0.000155634 -1.51921e-05 0.000114002 0.000257905 -7.33967e-05 0.000164114 -0.000509496 0.000453737 0.000774477 0.00136136 0.00155591 0.0014323 0.00191346 0.00213355
internal_weight=0 0.0226446 0.0216013 0.01919 0.0175908 0.0164663 0.0154207 0.0142145 0.0109322 0.0097564 0.00463791 0.00312794 0.00511849 0.00328228 0.00241125 0.00370083 0.00266656 0.00200447
internal_count=3121 2821 2743 2421 2223 1966 1790 1166 828 755 346 155 409 338 322 283 201 150
is_linear=0
shrinkage=0.00437696


Tree=1476
num_leaves=18
num_cat=0
split_feature=41 124 123 4 0 157 2 2 160 52 3 43 42 4 3 4 12
split_gain=0.000134124 0.000161304 0.000182263 0.000206744 0.000311908 0.000191017 0.000231303 0.000355451 0.000214388 0.000262845 0.000199168 0.000110737 0.000172845 0.000154327 0.000181024 0.000109001 5.37715e-05
threshold=0.078475000000000017 0.0049200000000000008 1.0000000180025095e-35 -0.49405499999999997 -0.0058249999999999994 -0.077234999999999984 0.11215000000000001 0.10381000000000001 -1.0000000180025095e-35 -0.088204999999999992 0.096675000000000011 0.022390000000000004 0.08623500000000002 0.053180000000000012 -0.083924999999999986 0.053925000000000008 0.092550000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 -5 7 8 -7 -10 11 12 13 14 -11 -8 -6
right_child=-2 -3 -4 4 16 6 15 -9 9 10 -12 -13 -14 -15 -16 -17 -18
leaf_value=-0.0020698428408878243 -0.0015806296008934483 0.0020497586936283991 0.0017252138054190127 0.0013032888464788522 0.0025701963977603527 -0.0026383700788064298 -0.00071105973686607326 0.0025719549153305527 -0.0021094758454648184 0.00028748021183938024 0.002246238443143935 -0.0016800158680580536 0.0014097294408328476 0.000976095595048975 -0.0026433073840754712 -0.0027245786868545659 0.00098821632247039033
leaf_weight=0.0013662035351327219 0.0013517610079905032 0.0010452898906041499 0.0014722458840648036 0.0018284086494841914 0.0011328411011688527 0.001042572599654166 0.0013479721264411113 0.0011510475017604835 0.0015397090085733341 0.0010145100164161954 0.001087610141960127 0.0010166790448526974 0.0018948998815160323 0.0011839088198288827 0.0012217475030246189 0.0014871686178952181 0.0011274309572506525
leaf_count=134 148 63 217 301 82 466 147 112 221 315 41 222 247 54 141 155 55
internal_value=0 8.37372e-05 -1.45208e-05 -0.000146257 -8.74881e-07 -0.000255534 -0.000459294 -0.000126798 -0.000437386 -0.000181256 0.0002189 -0.000129338 0.00016728 -0.000521084 -0.00131371 -0.00176725 0.0017811
internal_weight=0 0.0219602 0.020915 0.0194427 0.0180765 0.0158162 0.0139878 0.0111527 0.0100016 0.00895906 0.00741936 0.00633175 0.00531507 0.00342017 0.00223626 0.00283514 0.00226027
internal_count=3121 2973 2910 2693 2559 2422 2121 1819 1707 1241 1020 979 757 510 456 302 137
is_linear=0
shrinkage=0.00512831


Tree=1477
num_leaves=17
num_cat=0
split_feature=13 39 48 3 457 484 3 0 15 3 16 151 4 16 13 0
split_gain=0.000127357 0.000164825 0.000292576 0.000269746 0.000216709 0.000193801 0.000185408 0.000485544 0.00026559 0.000206211 0.000201558 0.000216468 0.000198505 0.00019531 0.000137389 0.000121758
threshold=-0.23438999999999996 0.085220000000000004 0.12649500000000002 -0.0049599999999999991 0.092360000000000012 -1.0000000180025095e-35 -0.10519499999999998 -0.053834999999999994 -0.015744999999999999 -0.13927999999999999 -0.014034999999999997 -0.0077149999999999988 0.018150000000000003 -0.15241499999999997 -0.49353499999999995 -0.084269999999999984
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=14 2 4 -3 5 -2 8 10 -7 -10 11 -8 -12 -13 -1 -15
right_child=1 3 -4 -5 -6 6 7 -9 9 -11 12 13 -14 15 -16 -17
leaf_value=-0.00029965056396965168 -0.0024917494980883311 0.0030772282579076033 -0.0027410053781682818 -0.00059144641392687046 0.0017197483142019142 0.0026325907288505743 -0.0025825782878462701 -0.0038639733854263021 -0.0016170840355493 0.0012276634606003122 -0.00025625103283147157 0.0012204610290483509 0.002757915899978953 -0.0018388010980784682 0.0020672242014539363 0.00012693418563473395
leaf_weight=0.0011792988366536306 0.001053097205168386 0.0010708542980134572 0.0012693829923038349 0.0011239722744490468 0.0015608911458926391 0.0013850281772477269 0.0012530681856119958 0.0010805202732717721 0.0013701777086663203 0.0014195978399165173 0.0012872777354137064 0.0018242232357568158 0.0011162585666069369 0.0017963735512602766 0.0015570043809682846 0.0016578737497399123
leaf_count=73 453 199 63 99 97 97 64 171 151 63 362 111 62 412 96 548
internal_value=0 -0.000155127 -0.000319507 0.0011985 -0.00013659 -0.000326674 -0.000165999 -0.00055203 0.00076011 -0.000169513 -0.000151516 -0.000628104 0.0011436 -0.000164127 0.00104714 -0.000895342
internal_weight=0 0.0202686 0.0180738 0.00219483 0.0168044 0.0152435 0.0141904 0.0100156 0.0041748 0.00278978 0.00893508 0.00653154 0.00240354 0.00527847 0.0027363 0.00345425
internal_count=3121 2952 2654 298 2591 2494 2041 1730 311 214 1559 1135 424 1071 169 960
is_linear=0
shrinkage=0.00523088


Tree=1478
num_leaves=31
num_cat=0
split_feature=1213 14 1429 1374 457 33 10 158 159 133 150 130 454 15 480 376 403 52 49 49 15 1 4 52 52 3 12 4 2 2
split_gain=0.000683989 0.000654561 0.000567991 0.000568054 0.000639242 0.000491615 0.000826929 0.000677915 0.000831871 0.000733088 0.000577275 0.000584414 0.000669414 0.000724718 0.000637777 0.000651399 0.000617724 0.000629103 0.00122844 0.00107575 0.00060186 0.000455272 0.000381849 0.000853755 0.000296987 0.000442031 0.000294406 0.000240282 0.000151132 0.000145773
threshold=-0.082704999999999987 0.076175000000000007 -1.0000000180025095e-35 -0.094929999999999987 0.080930000000000016 -0.0066799999999999993 -1.0000000180025095e-35 0.087355000000000016 0.087995000000000004 -0.25159999999999993 0.096430000000000002 -1.0000000180025095e-35 -1.0000000180025095e-35 0.091650000000000023 0.08598500000000002 0.11430500000000002 -1.0000000180025095e-35 0.11434500000000002 0.082865000000000008 0.10877000000000002 0.088235000000000022 0.086105000000000015 0.076415000000000025 -0.021869999999999997 0.096795000000000006 -0.091354999999999978 0.091715000000000005 -0.083644999999999983 0.10584500000000001 0.092635000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 5 -5 -7 8 9 -8 11 20 -13 14 15 16 -14 19 -19 22 -11 -6 23 -18 25 -25 -15 -27 -10 -23
right_child=1 -3 3 4 21 6 7 -9 28 10 -12 12 13 26 -16 -17 17 18 -20 -21 -22 29 -24 24 -26 27 -28 -29 -30 -31
leaf_value=-0.0011121415641069353 -0.00092255808251219789 -0.00088673204475755996 -0.00074317188292821767 -0.00086153240985872316 3.2259206452336926e-05 0.0010499207211012024 -0.0010553916385855407 -0.00086767720483447238 0.00053843047873262885 -0.00096491562897850979 -0.00080092818537716068 -0.00090122155931976174 -0.00041500035481663929 -0.00090916077445279411 -0.00073583377571066907 -0.00057052513881922283 -0.00032772530943456793 -0.00074118517134828148 0.00089372087495730352 -0.00037420709060147651 0.00029994004922872359 0.0011551637108476831 0.0012133708488330779 -0.00011699168998662642 0.0012984905338134177 0.0012501462883374088 -4.652882206021457e-05 0.00058309772937135593 0.0012285801552399734 0.00051041709601355918
leaf_weight=0.0010050691285582438 0.001080845199247781 0.0014245632471405747 0.0015154474220260275 0.0010715179600389027 0.0017056676546189911 0.0014758300139197092 0.0011453636975293771 0.0014877776794933175 0.0013500679284399455 0.0017930951436512235 0.0013951526862756572 0.0010368613209799085 0.0014691456674414951 0.0012694410445259754 0.0010282330100114248 0.0012897950551788986 0.0013771437091833994 0.0018867413479188846 0.0014901312619026719 0.0016668737468210635 0.0010993201319777768 0.0017298416676942985 0.0028180528756460719 0.001039490132416887 0.0018261477762280265 0.0017086664648786609 0.0016460932926047889 0.0022885332492943488 0.0010009904102057376 0.0010039498042129225
leaf_count=294 153 96 53 26 74 120 158 204 67 135 101 55 299 67 140 21 183 74 62 78 40 46 88 26 15 16 213 81 61 75
internal_value=0 1.07664e-05 4.07115e-05 6.57298e-05 9.62997e-05 3.634e-05 6.41549e-05 2.02199e-05 6.199e-05 1.27797e-07 4.31068e-05 8.71544e-05 0.000156469 0.000204559 0.000296425 0.000352701 0.00042047 0.000496699 -1.97411e-05 0.00063375 -0.000484182 0.000577932 0.000785688 0.000639421 0.000833496 0.000664903 -0.000422124 0.000868238 0.00083227 0.000918389
internal_weight=0 0.0441208 0.0426962 0.0416154 0.0400999 0.0356605 0.0345889 0.0331131 0.0316253 0.0292743 0.0281289 0.0267338 0.0238413 0.0228045 0.019889 0.0188607 0.0175709 0.0161018 0.00337687 0.0127249 0.00289242 0.00443946 0.011058 0.00823998 0.00686284 0.00503669 0.00291553 0.0039972 0.00235106 0.00273379
internal_count=3121 2827 2731 2578 2525 2330 2304 2184 1980 1852 1694 1593 1418 1363 1083 943 922 623 136 487 175 195 409 321 138 123 280 97 128 121
is_linear=0
shrinkage=0.00134594


Tree=1479
num_leaves=31
num_cat=0
split_feature=14 3 1213 1365 1429 484 403 133 1374 159 480 1374 394 156 376 16 13 43 33 484 16 52 39 43 2 1 0 13 0 2
split_gain=0.000649987 0.000760951 0.0005489 0.000520103 0.00051964 0.000572717 0.000664476 0.000578591 0.000541756 0.000598094 0.000599096 0.000569853 0.000571391 0.000520564 0.000536433 0.000488143 0.000756136 0.00048674 0.000445503 0.00037454 0.0003584 0.000283034 0.000330622 0.000449476 0.000260163 0.000395058 0.000279461 0.000266408 0.000768409 0.000296481
threshold=0.076175000000000007 0.30112000000000005 -0.080769999999999995 1.0000000180025095e-35 -1.0000000180025095e-35 0.085515000000000022 -1.0000000180025095e-35 -0.25159999999999993 -0.094929999999999987 0.091005000000000016 1.0000000180025095e-35 0.091490000000000016 -0.081209999999999991 0.080810000000000007 0.11430500000000002 0.23311500000000004 0.18141000000000002 -0.072534999999999988 -1.0000000180025095e-35 0.091880000000000003 0.15891500000000003 0.2800700000000001 0.056590000000000008 -0.088704999999999992 0.11215000000000001 0.104035 -0.10474999999999998 -0.012549999999999997 -0.23001499999999997 0.088475000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 -4 6 -6 -8 -9 10 11 12 -10 14 15 16 18 -17 -14 -7 21 22 23 -20 25 27 -26 29 -29 -25
right_child=-2 -3 3 -5 5 19 7 8 9 -11 -12 -13 13 -15 -16 17 -18 -19 20 -21 -22 -23 -24 24 26 -27 -28 28 -30 -31
leaf_value=-0.00091018596669015922 -0.00091708908989346556 0.00094484183326878533 -0.00088831168778583005 -0.00089794474621994295 -0.00088083493257403301 0.0010874186721672372 -0.00087562995020642196 -0.00066601636066773305 -0.0007045199016429488 -0.00071096316538491443 -0.00078948191295088435 -0.00074943592804734287 -0.00035804270803696395 -0.00063911358373064874 -0.00051911977071685564 0.0011564032624835649 -0.00056529250279068475 6.7143226681469308e-05 -0.00015533397519468863 0.00011832868644362501 -0.00025738256091573574 -7.1778225526119402e-05 0.0012382731607262247 0.00029677031071047815 -0.00030589515535697754 0.0012839039748234735 0.0006281772504456029 0.00093297618320976677 -0.00037465488939059414 0.0011392875229535423
leaf_weight=0.0011702446667444235 0.0013456673311331704 0.0014768783511303054 0.0010334101442729384 0.0010731559064574006 0.001389810043224581 0.0014868831304042365 0.0011295706695202403 0.0015796553915379255 0.0010451853564195082 0.0014075317652459942 0.0010852932461828937 0.0010329992797606371 0.0013190557482598555 0.0010017156001608232 0.001219514598761239 0.0024302321315302633 0.0016227390144813994 0.0010116638397192892 0.0016049656308183566 0.0013029296535587154 0.0011819240565387199 0.0013687280347785 0.0011385494222901924 0.0011496497191825199 0.001030032916332857 0.0016463772076766858 0.0012162667850306183 0.0015797572578435393 0.0015504471747789256 0.0019794666622590107
leaf_count=320 101 130 153 62 543 84 156 24 50 187 166 35 25 129 18 64 43 33 61 164 19 118 132 84 26 35 37 16 50 56
internal_value=0 1.51953e-05 -2.02018e-05 7.48478e-06 3.40735e-05 6.0916e-05 1.19845e-05 5.15886e-05 8.62673e-05 0.000127786 0.000171166 0.000211067 0.000250603 0.000292109 0.00033258 0.00038016 0.000294789 0.000836241 0.000378038 0.000634823 0.000440897 0.000498756 0.000559313 0.000493562 0.000596148 0.000708748 0.000199862 0.000557466 0.000285283 0.000829743
internal_weight=0 0.0402646 0.0387878 0.0376175 0.0365444 0.0355109 0.0327211 0.0313313 0.0302018 0.0286221 0.0272146 0.0261293 0.0250963 0.0240511 0.0230494 0.0218299 0.018388 0.0034419 0.0167652 0.00278981 0.0154462 0.0142642 0.0128955 0.011757 0.010152 0.0079057 0.0022463 0.00625932 0.0031302 0.00312912
internal_count=3121 3020 2890 2570 2508 2355 2107 1564 1408 1384 1197 1031 996 946 817 799 702 97 659 248 634 615 497 365 304 241 63 206 66 140
is_linear=0
shrinkage=0.00131955


Tree=1480
num_leaves=18
num_cat=0
split_feature=128 124 484 1 0 42 3 151 49 47 16 13 157 3 52 52 1
split_gain=0.000132848 0.000162985 0.000168666 0.000172515 0.000388411 0.000285864 0.000297802 0.000227584 0.000194579 0.000253337 0.00018545 0.000245628 0.000209674 0.000160128 0.000239664 0.000105157 9.48921e-05
threshold=1.0000000180025095e-35 -0.043384999999999993 -0.0068949999999999992 0.12337000000000002 -0.052984999999999997 0.092145000000000019 -0.15447499999999995 0.08357500000000001 -0.083629999999999996 0.09585500000000001 0.25084500000000004 -0.095304999999999987 -0.077609999999999985 -0.077774999999999983 -0.07167999999999998 0.08976000000000002 0.094825000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 5 -5 6 -4 8 -8 10 11 -10 -13 -14 -15 -7 -16
right_child=-2 2 3 4 -6 15 7 -9 9 -11 -12 12 13 14 16 -17 -18
leaf_value=0.0015726135817232139 -0.0016699281148109674 -0.0017053360743068515 0.0026648975679028982 0.003249762890316902 -0.00049464641402647397 -0.0025962732871201246 -0.0021929245298170624 0.0021694006263665755 0.0021030607929290331 -0.0022816100031486466 -0.0017402346248864551 0.0021060407875966389 -0.0015559006513687157 -0.0016533062264423532 0.00026432373160372103 -0.0005096432276012182 0.0020988858629428309
leaf_weight=0.0016282238164732751 0.0011180146151393002 0.001390194037997213 0.001058797596204304 0.0012446776569000617 0.0014657025035132989 0.0013554923757893569 0.0011297156344752821 0.0010290870678382183 0.0017453180995317119 0.0011018697694412669 0.0010520897212063516 0.0010096067380471804 0.0017871504717064945 0.0011821096384050378 0.0017479180682389312 0.0010347601897046088 0.0011265459864233662
leaf_count=244 231 467 138 113 85 263 72 66 90 93 121 130 628 26 152 161 41
internal_value=0 7.16726e-05 -4.77674e-05 7.30632e-05 0.00122488 -0.000117755 0.000151756 -5.43338e-05 -0.000246924 -4.24685e-05 0.000213185 0.000452196 3.17747e-05 -0.000326591 0.000214989 -0.00169295 0.000983316
internal_weight=0 0.0220893 0.020461 0.0190708 0.00271038 0.0163605 0.0139702 0.0129114 0.0118823 0.0107526 0.00965074 0.00859865 0.00685333 0.00584372 0.00405657 0.00239025 0.00287446
internal_count=3121 2890 2646 2179 198 1981 1557 1419 1353 1281 1188 1067 977 847 219 424 193
is_linear=0
shrinkage=0.00492917


Tree=1481
num_leaves=31
num_cat=0
split_feature=14 3 1456 1374 128 1365 133 33 1213 10 158 52 160 1374 1 133 14 151 0 12 15 15 133 3 51 3 13 15 16 43
split_gain=0.000689058 0.000725788 0.000570478 0.000584208 0.000632933 0.00062111 0.00061826 0.000638938 0.000620839 0.000548926 0.000494252 0.000538903 0.000600107 0.000554377 0.00064068 0.000711945 0.000611146 0.000665607 0.000581971 0.000407581 0.000349701 0.000606334 0.000319192 0.000294349 0.000290021 0.000461409 0.000284409 0.000238796 0.000237829 0.000324428
threshold=0.076175000000000007 0.30112000000000005 -1.0000000180025095e-35 -0.094929999999999987 0.089290000000000022 1.0000000180025095e-35 -0.25159999999999993 -0.0066799999999999993 -0.080769999999999995 -1.0000000180025095e-35 0.087355000000000016 -0.24164999999999998 -0.40698999999999991 0.086000000000000007 1.0000000180025095e-35 0.10722500000000001 -0.46885499999999997 0.061780000000000009 -0.087634999999999977 0.10227500000000002 -0.10203999999999998 -0.15026499999999995 -1.0000000180025095e-35 -0.059315 0.067785000000000012 0.083060000000000009 -0.036034999999999991 -0.016799999999999995 -0.083539999999999989 -0.51144999999999985
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 5 6 -5 -8 -9 -10 11 19 -13 14 15 18 -16 20 23 27 21 -18 -20 -14 25 26 -22 -11 -24 -30
right_child=-2 -3 3 4 -6 -7 7 8 9 10 -12 12 13 -15 16 -17 17 -19 22 -21 24 -23 28 -25 -26 -27 -28 -29 29 -31
leaf_value=-0.00093750383580717598 -0.0010115812612813383 0.0010590655999781499 -0.00084294050669006949 -0.00088165188425650114 -0.00097180266250297849 -0.0010499711623471609 -0.00099969450389912726 -0.00093508364435918273 0.001176168131424031 -0.0012144158690672356 -0.00083319642278426866 -0.00083071888873128088 -0.00085377586490992198 -0.00066848554955000481 -0.00045768705881330397 -0.00083089550944351266 0.001004768928183431 -0.00039344535304928672 -0.00012246685003478784 0.00040571589921143243 0.00043289968055757968 -0.00023125801777998335 0.0012767160571471759 0.00017850651794603975 0.0013948722906290823 -0.0001143510518075356 0.0012816111991776158 -0.00021799604811611608 0.0012369662099545294 0.00023799479001787409
leaf_weight=0.0015186646202695045 0.001568037882461403 0.0014672896958671791 0.0017676233022925194 0.0013625013122062759 0.0013479020513014186 0.00107420563327043 0.0010590285003893021 0.0010785337376264517 0.0013607744461016083 0.0011215472014994843 0.0010429269826481838 0.0010360800839726006 0.0012655178796916466 0.0011803293647330007 0.001133438728681214 0.0015639584348248201 0.0019466920114962205 0.0011550547019141275 0.0013835679110696395 0.0010996902482470761 0.0013347622190398338 0.0017152363225783071 0.0012370526561333748 0.0012730290088711514 0.0027060842245418826 0.0010505517726251412 0.0028315841300086105 0.0010892539495443989 0.0010272798513142343 0.0027366841711061948
leaf_count=271 101 130 50 131 169 60 32 253 112 116 112 150 162 54 26 196 99 41 150 33 111 48 24 35 39 55 110 110 8 133
internal_value=0 1.13832e-05 -2.56594e-05 8.97678e-06 4.83837e-05 8.56846e-05 0.000119769 0.0001594 0.000196186 0.00023397 0.000192518 0.000228311 0.000300145 0.00034602 0.000395175 0.000112447 0.000608893 0.000703784 0.000277787 -0.000348382 0.000813181 0.000425818 0.000521874 -0.000336107 0.000992217 0.000783354 0.00100971 -0.000723483 0.000700136 0.000510639
internal_weight=0 0.0429668 0.0414996 0.0399809 0.0382133 0.0368654 0.0357912 0.0344287 0.0333696 0.0322911 0.0309303 0.0298874 0.0265769 0.0255408 0.0243605 0.0104871 0.0138734 0.01274 0.00892313 0.00331049 0.0115849 0.00366193 0.00638458 0.00253855 0.00792298 0.0052169 0.00416635 0.0022108 0.00500102 0.00376396
internal_count=3121 3020 2890 2619 2569 2400 2340 2209 2177 1924 1812 1700 1441 1291 1237 708 529 503 512 259 462 147 315 197 315 276 221 226 165 141
is_linear=0
shrinkage=0.00151575


Tree=1482
num_leaves=31
num_cat=0
split_feature=39 42 1213 1429 133 160 33 1374 475 1366 1456 1374 13 130 13 151 403 49 151 15 1 52 403 4 43 43 484 12 2 4
split_gain=0.00109029 0.000987527 0.000672714 0.000648344 0.000666223 0.000769116 0.000745914 0.000789435 0.000659613 0.000654109 0.000633301 0.000705591 0.000733498 0.00061757 0.000746342 0.000601945 0.000730195 0.000541355 0.000959431 0.000668311 0.000453308 0.000478388 0.000390991 0.000363148 0.000353509 0.000940942 0.000268656 0.0002227 0.0002027 0.000174427
threshold=0.16946000000000003 -0.11466499999999999 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.25159999999999993 -0.40698999999999991 -0.0066799999999999993 0.097240000000000007 -0.08459499999999999 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.094929999999999987 -0.53104499999999988 -0.0015749999999999998 -0.010094999999999998 -0.10007499999999998 -1.0000000180025095e-35 -0.12164499999999999 0.088225000000000012 0.092145000000000019 0.088975000000000012 -0.088204999999999992 -0.013754999999999998 0.071150000000000005 -0.15582499999999996 -0.014584999999999999 -1.0000000180025095e-35 0.051320000000000005 0.088225000000000012 0.24564500000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 27 22 -4 -5 -6 -7 8 -8 -10 -11 -12 -13 14 -14 23 -17 18 -18 20 21 -19 -3 -15 -23 -26 -22 -1 -27 -28
right_child=-2 2 3 4 5 6 7 -9 9 10 11 12 13 15 -16 16 17 19 -20 -21 26 24 -24 -25 25 28 29 -29 -30 -31
leaf_value=-0.00048857482737810101 0.0014572690863990168 -0.00017655828235835311 -0.0010373661557197898 -0.00085686922067512163 -0.00091350056032959959 -0.00094296597372994036 -0.00072645814484713356 -0.0010258012284586546 -0.00086706296045191476 -0.00067650126529546532 -0.00045186476300100863 -0.0005893321360996896 0.00081749201648084757 0.00033182475635293139 -0.00071473266052698601 -0.00045082636055173548 -0.00052748550019869481 -0.00037564135491524174 0.0011663898909298855 -0.00033509888201047695 0.00044597785197329347 0.001294444273463372 -0.0014569348477046066 -0.00085696204871462864 -0.00048587514580143324 0.00049425685729620331 0.00097284103084030059 -0.0013903488168650535 0.0010936853569784787 0.0014313290935707374
leaf_weight=0.0010811430965489413 0.0010407918407224761 0.0010014736288015413 0.0011647503931451189 0.0016038466745336146 0.0015293982325492719 0.0013067755079774193 0.0015220180310178124 0.0011253239068338408 0.0010735036853803939 0.0013877939459545621 0.002292019518911558 0.0015544109748049087 0.0010269275205239126 0.0011706266015281122 0.0019675897653139698 0.0013872253456493891 0.0020040234149671923 0.001025209624863189 0.0010989595356676318 0.0011813206921820188 0.001472182235588094 0.0015975888616139864 0.0010236794214284464 0.0010212331859662527 0.0014890716882964847 0.0020948813773742341 0.0053683685618799437 0.0012571939022956169 0.00279484766328153 0.0026211449048458846
leaf_count=35 23 213 153 156 179 34 186 36 54 177 37 32 45 65 123 342 44 76 22 65 41 18 242 29 121 30 175 134 30 204
internal_value=0 -4.986e-05 -2.81698e-06 3.50706e-05 6.43129e-05 0.000100249 0.000139418 0.000176372 0.000212786 0.000252909 0.000287703 0.000328047 0.000385942 0.000437645 -0.000189278 0.000508954 0.000575342 0.000637922 7.24213e-05 0.000727246 0.000795217 0.000561175 -0.000823766 -0.000222056 0.000681584 0.000528092 0.00101788 -0.000973409 0.000836875 0.00112326
internal_weight=0 0.0482445 0.0459062 0.043881 0.0427163 0.0411124 0.039583 0.0382763 0.0371509 0.0356289 0.0345554 0.0331676 0.0308756 0.0293212 0.00299452 0.0263267 0.0241348 0.0227476 0.00310298 0.0196446 0.0184633 0.0090016 0.00202515 0.00219186 0.00797639 0.0063788 0.0094617 0.00233834 0.00488973 0.00798951
internal_count=3121 3098 2929 2474 2321 2165 1986 1952 1916 1730 1676 1499 1462 1430 168 1262 1168 826 66 760 695 275 455 94 199 181 420 169 60 379
is_linear=0
shrinkage=0.00145689


Tree=1483
num_leaves=17
num_cat=0
split_feature=41 124 42 403 43 123 457 133 16 157 43 52 0 0 3 47
split_gain=0.000121016 0.000152583 0.000168059 0.000228647 0.000213046 0.000184912 0.000154012 0.000198874 0.000175289 0.000248471 0.000229163 0.000194777 0.000190136 0.000165568 0.000133709 0.000133348
threshold=0.078475000000000017 0.08919500000000001 -1.0000000180025095e-35 0.03138500000000001 -0.12152999999999999 1.0000000180025095e-35 0.082380000000000009 0.093255000000000018 -0.36241499999999999 -1.0000000180025095e-35 -0.074359999999999996 -0.014264999999999998 -0.11756999999999999 -0.036484999999999997 0.090900000000000009 0.092165000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -4 6 7 8 -6 -10 -11 -12 -13 15 -8 -14
right_child=-2 -3 4 -5 5 -7 14 -9 9 10 11 12 13 -15 -16 -17
leaf_value=-0.0027536179995126639 -0.0017067337331020476 0.0023158818230078577 0.0021651591845972475 0.00057648022249906722 -0.0018050859585091944 0.0023863641180512343 -0.00036433906565503337 -0.0028424083306374855 -0.001962994993609273 0.0026990792647716448 -0.0015940525395640832 0.0028932154568825064 -0.0018408926608902523 0.0021014535486580761 0.0022601665034271325 0.00082900277811473596
leaf_weight=0.0016715581355377226 0.0013814069935333953 0.001019824385878775 0.001722051202355245 0.0012509295871636905 0.0020044739212875503 0.0010440220734184566 0.0012123351719446904 0.0011001783860620515 0.0016568145490483419 0.0014095075921579138 0.0017605510260557669 0.0010642155365232489 0.0015272145003435425 0.0010046311720459692 0.0015159341748351984 0.0011290762353048933
leaf_count=642 148 52 78 169 158 195 87 322 375 255 166 38 306 31 70 29
internal_value=0 9.05065e-05 -1.71876e-05 -0.00132822 0.000193901 -1.27227e-05 -0.000175525 -0.000449171 -0.000221334 0.000111014 0.000546246 7.83801e-05 0.000701516 6.43977e-05 0.00109394 -0.000706034
internal_weight=0 0.0220933 0.0210735 0.00292249 0.018151 0.016429 0.0153849 0.0126567 0.0115565 0.00955201 0.0078952 0.00648569 0.00472514 0.00366092 0.00272827 0.00265629
internal_count=3121 2973 2921 811 2110 2032 1837 1680 1358 1200 825 570 404 366 157 335
is_linear=0
shrinkage=0.00589082


Tree=1484
num_leaves=17
num_cat=0
split_feature=1374 457 11 0 1 52 4 13 15 47 2 3 16 16 43 0
split_gain=0.000134063 0.000216187 0.000165594 0.000172221 0.000271723 0.000265285 0.00022655 0.000221654 0.000333821 0.000297092 0.00018152 0.000231007 0.000101803 9.33407e-05 9.05733e-05 5.35014e-05
threshold=-0.094929999999999987 0.088350000000000026 0.081790000000000015 -0.0058249999999999994 1.0000000180025095e-35 0.083680000000000018 -0.51843499999999987 -0.094514999999999988 0.035560000000000008 0.092530000000000015 1.0000000180025095e-35 0.083060000000000009 -0.056919999999999991 -0.094359999999999986 0.055925000000000009 -0.12333499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 -2 -5 15 9 10 -9 -12 -11 -13 -8 -6
right_child=1 -3 -4 6 7 -7 14 8 -10 12 11 13 -14 -15 -16 -17
leaf_value=-0.0018124797589459665 -0.0026350108186657456 0.0019029185540633538 -0.0016580138258825241 -0.000730963879391406 0.00082308847034079987 3.9284052120843291e-05 0.00092585856891189253 -0.00069884178644404038 -0.002181954536374861 7.1622552885702024e-05 0.003513307633148075 0.0018774270732519597 -0.0016678668873685994 -0.00018337628283913608 0.0028508078201211992 0.0023894780078365964
leaf_weight=0.0010000764021960143 0.0019479011161790518 0.0015145935746713737 0.0015275092243958168 0.0012255164534558105 0.0010556629993501154 0.0018079301681098447 0.0012053467640599528 0.0010205640383257886 0.0016510993013857398 0.0016734262589359061 0.0011837180353479193 0.0010306486592952524 0.0017294151570628191 0.0012053119656982858 0.0012677812718546733 0.0011534935256607435
leaf_count=55 759 119 172 47 97 699 151 161 314 90 140 29 111 48 38 91
internal_value=0 6.93523e-05 -6.49027e-05 6.21208e-05 -0.000171049 -0.0013477 0.0010367 0.00020656 -0.000127205 0.000305354 0.00116198 0.00171733 -0.000812433 0.000766535 0.00191263 0.00164097
internal_weight=0 0.0221999 0.0206853 0.0191578 0.0154592 0.00375583 0.00369864 0.0117033 0.00949418 0.00784308 0.00444024 0.00341968 0.00340284 0.00223596 0.00247313 0.00220916
internal_count=3121 3066 2947 2775 2539 1458 236 1081 893 579 378 217 201 77 189 188
is_linear=0
shrinkage=0.00502775


Tree=1485
num_leaves=18
num_cat=0
split_feature=147 52 52 47 403 42 0 0 15 15 4 16 16 48 2 13 4
split_gain=0.000120123 0.000172276 0.00022651 0.000258933 0.000180086 0.0003471 0.00022926 0.000379581 0.000247854 0.000223253 0.000204589 0.000246983 0.000139007 0.000218944 0.000178049 0.000106827 7.98696e-05
threshold=0.089025000000000007 0.19022000000000003 0.13389000000000004 0.13148500000000005 0.096440000000000012 0.09832500000000001 -0.077999999999999986 -0.10096999999999999 0.035560000000000008 -0.018314999999999994 -0.49405499999999997 0.26676500000000009 -0.056919999999999991 0.086035000000000014 0.098035000000000011 0.073000000000000023 -0.084369999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 7 8 9 12 -8 15 13 -1 -15 16 -12
right_child=-2 -3 -4 -5 -6 -7 10 -9 -10 -11 11 -13 -14 14 -16 -17 -18
leaf_value=0.001216586576082417 0.0012361484559325509 -0.0012403896362665891 0.0017230758416621169 -0.0018926342733602425 -0.0013895345240159851 0.0018443622408575995 -0.00080121986383641466 -0.0019848555876999011 -0.001800041950159828 0.0018732433850574739 0.0012567576969134623 -0.00068050687395945558 -0.001127346051429918 -0.0015126774075755764 0.00052814242011611681 0.00042747620891141376 0.0026635964609190215
leaf_weight=0.001962573309907123 0.0010741396966454922 0.0016826276610897853 0.001083967129602569 0.0010656293349882153 0.0011938952531652938 0.0015759550381865403 0.0012256113632806986 0.0017718392926123769 0.0010033242905305162 0.0010190256118427464 0.0012799395267925062 0.0010245335136961076 0.0013583106181078719 0.0012342618147016537 0.0012485802589967676 0.0010248043792766559 0.0010805669941573214
leaf_count=110 124 346 54 43 212 303 133 1005 71 37 60 181 88 44 55 57 198
internal_value=0 -6.90672e-05 2.87305e-05 -6.75844e-05 4.04422e-05 0.000142007 -3.41083e-05 -0.000392298 -3.17401e-05 0.000228299 0.000575936 0.000958684 -6.05228e-05 0.000265448 -0.000486383 0.00145477 0.00190077
internal_weight=0 0.0218354 0.0201528 0.0190689 0.0180032 0.0168093 0.0152334 0.00959792 0.00782608 0.00682275 0.00563546 0.00440984 0.00580373 0.00444542 0.00248284 0.00338531 0.00236051
internal_count=3121 2997 2651 2597 2554 2342 2039 1410 405 334 629 496 297 209 99 315 258
is_linear=0
shrinkage=0.00381041


Tree=1486
num_leaves=31
num_cat=0
split_feature=39 42 1456 133 1365 14 1374 33 0 15 16 1213 1 15 14 123 0 130 43 4 131 457 12 160 2 42 0 3 4 1
split_gain=0.00105153 0.000775596 0.000723882 0.000698293 0.000640733 0.000606589 0.000729378 0.00067875 0.000724673 0.000611243 0.000578856 0.000573672 0.000528028 0.000485245 0.000786667 0.000479971 0.000415112 0.000404687 0.000768872 0.000653034 0.000444241 0.000376802 0.00033821 0.00060053 0.000598894 0.000628332 0.000449565 0.000240648 0.000211669 0.000158411
threshold=0.16946000000000003 -0.11466499999999999 -1.0000000180025095e-35 -0.25159999999999993 1.0000000180025095e-35 0.076175000000000007 -0.094929999999999987 -0.0066799999999999993 -0.10011499999999998 -0.11713499999999999 -0.29154999999999992 -1.0000000180025095e-35 0.077565000000000009 -0.14601999999999996 -0.22253999999999999 1.0000000180025095e-35 -0.12333499999999999 -0.0015749999999999998 -0.17390999999999998 -0.49405499999999997 0.08844500000000001 -0.0029299999999999994 0.088245000000000004 1.0000000180025095e-35 0.10731 0.088575000000000015 -0.040504999999999992 -0.078934999999999991 -0.093124999999999986 0.092945000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 5 6 -5 -8 9 13 16 -10 -12 14 -9 17 -11 -13 28 -20 22 -14 23 26 25 27 -21 -24 -19 -23
right_child=-2 2 3 4 -6 -7 7 8 11 10 12 15 21 -15 -16 -17 -18 18 19 20 -22 29 24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.00082955899966634221 0.0012940898275192738 -0.00078151357401421632 -0.00080783662148026995 -0.00074530437028842191 -0.00089155336256427483 -0.00081399180438676392 -0.00079471541760615526 -0.00046526907732635905 -0.00082933241753544058 -0.00044306632725468341 -0.00011560785410564516 -0.0005636754041920568 0.00015496467208606373 -0.00074247254758549289 0.00092600936279026169 0.00095826380202244661 0.00061523589848188178 0.0011619442955766843 -0.0008148064534513901 -0.00021713564181020402 -0.00054054849693780337 0.0012120683906897121 0.00053210442436207536 -0.00089877775119321713 -0.00042289087745188186 -0.00020287808778753118 0.00073778625561827637 0.0011960824502030617 0.0003922807856303615 0.00079232174584715315
leaf_weight=0.0019669410841381954 0.0010185576529053711 0.0018906489161497056 0.0015739975955790788 0.0015346902908888174 0.0011248621687118812 0.0011804320355217604 0.0011908790430856788 0.001285020661669023 0.0011958003736736158 0.0013694162397808185 0.0010332674853756815 0.0016564236106381127 0.0010386423880994772 0.0011125650129653062 0.0014450246443986625 0.0010189137426054864 0.0011339185645460334 0.00121983425833605 0.0015025949573850188 0.0019385306505821376 0.001629033854223306 0.0029602697775317193 0.0018729226109068797 0.0011341710986051412 0.0012363217408730698 0.001261565967163425 0.0014365487670247243 0.0017834255919897402 0.0011731135213111045 0.0030603905154507061
leaf_count=169 23 271 167 52 61 66 34 31 374 56 33 136 28 39 83 141 28 9 114 254 214 27 88 88 117 212 56 27 37 86
internal_value=0 -3.51678e-05 1.17557e-06 3.71779e-05 7.08258e-05 9.90143e-05 0.000127968 0.00016552 0.000198668 0.000419671 0.000579964 3.95916e-05 0.000748138 -2.23346e-05 0.000271141 9.4675e-05 3.63056e-05 4.53643e-05 0.000107684 -9.74117e-06 8.86672e-05 0.000874565 0.000184791 -8.43657e-05 0.000382004 0.000584347 0.000189312 0.000855967 0.000784626 0.000998705
internal_weight=0 0.0449602 0.0429932 0.0411026 0.0395286 0.0384037 0.0372233 0.0356886 0.0344977 0.0144385 0.0105959 0.0200592 0.00809257 0.00384261 0.00273005 0.0188634 0.00250333 0.0178445 0.0161881 0.0137951 0.0122925 0.0070593 0.0106635 0.00450925 0.00615424 0.00491791 0.00337508 0.00365635 0.00239295 0.00602066
internal_count=3121 3098 2929 2658 2491 2430 2364 2312 2278 411 258 1867 174 153 114 1493 84 1352 1216 1170 1056 141 842 398 444 327 310 115 46 113
is_linear=0
shrinkage=0.00129368


Tree=1487
num_leaves=29
num_cat=0
split_feature=14 3 1213 1429 484 403 133 159 3 1 12 13 52 2 52 52 3 2 15 3 42 3 15 3 484 4 4 43
split_gain=0.000674005 0.000584334 0.000527236 0.000483232 0.000695406 0.000623688 0.000479077 0.000611913 0.000545496 0.001009 0.00062626 0.000548953 0.000531182 0.000649377 0.000647777 0.000594704 0.0004762 0.000431419 0.00072454 0.000571149 0.000609921 0.000430201 0.00042106 0.000365962 0.000315315 0.000290916 0.000280526 0.000127733
threshold=0.076175000000000007 0.30112000000000005 -0.080769999999999995 -1.0000000180025095e-35 0.085515000000000022 -1.0000000180025095e-35 -0.25159999999999993 0.091005000000000016 0.083060000000000009 0.12577000000000002 0.092355000000000007 -0.0039049999999999992 -0.085984999999999992 0.11411 0.10160000000000001 0.13389000000000004 0.090900000000000009 0.10882500000000002 0.083935000000000023 -0.077774999999999983 0.084695000000000006 -0.084074999999999997 -0.085834999999999981 -0.10519499999999998 0.091880000000000003 -0.00059999999999999995 0.053180000000000012 -0.082144999999999982
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 5 -5 -7 8 9 10 17 -12 -10 14 16 -15 -14 18 19 20 -8 -20 -18 -13 -6 -21 -27 -23
right_child=-2 -3 3 4 24 6 7 -9 12 -11 11 23 13 15 -16 -17 22 -19 21 25 -22 27 -24 -25 -26 26 -28 -29
leaf_value=-0.00086914391547418686 -0.00082640988250445185 0.00079818983415537849 -0.00085246845622385405 -0.00086726809425214323 0.0010212233197512176 -0.00078939681273255133 0.0001270223257713282 -0.00073807414810455186 -0.00075088121979410437 0.0011655558120356167 -0.00081564380413332136 0.00041040267069654787 -0.00024680675078313805 -0.001088110035589283 -0.00054021511301274134 0.00010298426303610084 0.00029073607410426189 0.00085629972178814405 -4.8183545630269247e-05 0.0007517905257731002 -0.00099154571011388472 0.0012585165609739625 0.0011336270352939526 -0.00050889577014284217 0.00018653131425252933 -0.00044146109438002255 0.000334262174800154 0.0006875038801327886
leaf_weight=0.0011132257050775465 0.0015683562418153931 0.0014984683433074677 0.0010035793462838108 0.0013156192358579335 0.0015655313503888371 0.0011284112940874716 0.0015128339778709343 0.0015062377426582332 0.0018594189610681164 0.0016563416627152208 0.0017970520425277803 0.0018880235310252402 0.0013427118585127573 0.0014513490592520384 0.001488748116514671 0.0012594798769782756 0.0023913669483022213 0.0017728490917816595 0.0010133816307096311 0.0013218118400173395 0.0016279988813387991 0.0010840619132181928 0.0015853873268838461 0.0011038514221750608 0.0013608656147270359 0.0011966684386095572 0.0020087062115550225 0.0015051172928099987
leaf_count=320 101 130 153 543 89 156 147 192 37 85 181 64 15 40 21 17 32 81 50 83 195 14 35 62 169 43 31 35
internal_value=0 2.0656e-05 -8.5736e-06 1.61509e-05 3.92468e-05 -1.06635e-05 2.29754e-05 5.12915e-05 8.98106e-05 0.000218643 0.00013069 -0.000261572 -0.000130849 -9.73426e-06 0.000199297 -0.000534715 0.000406263 0.000274709 0.000183226 -3.71927e-05 -0.000452769 0.000652385 0.000626766 7.12278e-05 0.000633066 0.000251122 4.466e-05 0.000926581
internal_weight=0 0.0413591 0.0398606 0.0387474 0.0377438 0.0348174 0.0335018 0.0323734 0.0308672 0.0194887 0.0178324 0.00478893 0.0113785 0.00951904 0.00680821 0.00271083 0.00531947 0.0130434 0.0112706 0.00766802 0.00314083 0.00360256 0.00397675 0.00299187 0.0029264 0.00452719 0.00320537 0.00258918
internal_count=3121 3020 2890 2570 2417 2159 1616 1460 1268 1071 986 307 197 160 103 57 82 679 598 499 342 99 67 126 258 157 74 49
is_linear=0
shrinkage=0.00126831


Tree=1488
num_leaves=17
num_cat=0
split_feature=1447 453 4 401 156 151 12 47 12 13 2 0 3 13 52 1
split_gain=0.000114773 0.000155043 0.00028927 0.000135993 0.000134747 0.000151861 0.000180821 0.000200469 0.000336774 0.000225687 0.000267695 0.000231955 0.000193961 0.000311025 0.000136974 0.00011221
threshold=-1.0000000180025095e-35 1.0000000180025095e-35 0.27287000000000006 1.0000000180025095e-35 0.084085000000000007 -0.055494999999999996 -0.040564999999999997 0.09550500000000002 0.051320000000000005 -0.0034749999999999994 0.11093500000000002 -0.11242999999999999 0.10732000000000001 -0.086589999999999986 0.08568000000000002 0.111945
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 -2 -7 9 -9 12 11 -11 13 -8 -13 -4
right_child=1 -3 15 -5 -6 6 7 8 -10 10 -12 14 -14 -15 -16 -17
leaf_value=-0.001568208368558669 0.0014580771642408925 -0.0017536790130359727 0.00076747955367666263 -0.0017219153042659105 -0.0011169649815581319 -0.0015795267267787235 -0.0016452456150866409 0.0032842291695993229 -0.00032928347209248775 0.00012242395213807816 0.00090512712903338579 -0.0031832368052202337 0.0022899470291330702 0.001295683271346231 -0.0009173934132435009 0.0028402649815730294
leaf_weight=0.0010135907272633129 0.0018828073996814956 0.0010073553564398088 0.0012884760863425262 0.0010297203566925475 0.0019760499578514714 0.0014169978197896499 0.001359539608988599 0.0011494199227968247 0.001166424624209017 0.0014381931746494381 0.0016038218634509271 0.0014824063678024711 0.0012470844337801879 0.0019867765520632519 0.0010047642538906221 0.0010756183674638375
leaf_count=300 257 78 82 269 375 107 185 26 89 57 61 157 37 685 116 240
internal_value=0 6.21905e-05 0.00014885 -4.81206e-05 4.91761e-05 0.000195594 2.40353e-05 0.000206715 0.00146421 -8.09742e-05 -0.000725764 -0.00139211 0.000695174 0.000100844 -0.00226788 0.00171056
internal_weight=0 0.0221155 0.0211081 0.018744 0.0177143 0.0157382 0.0138554 0.0124384 0.00231584 0.0101226 0.00552919 0.00392536 0.0045934 0.00334632 0.00248717 0.00236409
internal_count=3121 2821 2743 2421 2152 1777 1520 1413 115 1298 391 330 907 870 273 322
is_linear=0
shrinkage=0.00473777


Tree=1489
num_leaves=31
num_cat=0
split_feature=14 457 1375 1213 1429 474 33 10 158 1374 133 160 4 128 43 403 156 1 0 2 2 151 15 13 47 151 1 1 3 159
split_gain=0.000715209 0.000660142 0.000677313 0.000629711 0.000644508 0.000582639 0.000546039 0.000859183 0.000473122 0.000487887 0.000525062 0.000499262 0.000505031 0.000547445 0.000512764 0.000633762 0.000327431 0.000373558 0.00139182 0.00109362 0.000497561 0.000464659 0.000536798 0.000541364 0.000464511 0.000221678 0.000311708 0.000343622 0.000221226 0.000196668
threshold=0.076175000000000007 -0.15747999999999998 0.079730000000000009 -0.080769999999999995 -1.0000000180025095e-35 0.085070000000000021 -0.0066799999999999993 -1.0000000180025095e-35 0.087355000000000016 -0.094929999999999987 -0.25159999999999993 -0.40698999999999991 -0.52556499999999995 0.086435000000000012 0.10366000000000002 -1.0000000180025095e-35 0.080810000000000007 0.077565000000000009 -0.087634999999999977 0.10402500000000002 0.092120000000000021 0.050660000000000004 -0.11713499999999999 -0.020934999999999999 0.13206500000000002 -0.016164999999999995 0.10956 0.091195000000000012 -0.084074999999999997 0.088800000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 -5 6 -6 -8 9 -9 -11 -12 -13 14 15 -14 17 18 -17 20 28 22 23 -19 25 -24 27 -27 -20 -7
right_child=-2 2 -4 4 5 29 7 8 -10 10 11 12 13 -15 -16 16 -18 21 19 -21 -22 -23 24 -25 -26 26 -28 -29 -30 -31
leaf_value=0.0011761139533489563 -0.0010037052421962721 -0.0010594485709625001 -0.0011490843623191678 -0.0010507149305071914 -0.00098066305730404877 0.00035356543565120876 0.0011964512779462394 -0.00079832757968052552 -0.00085982927043482937 -0.00078859615919947188 -0.00076351282398466364 -0.0008239514577313299 -0.00082555227710303183 -0.00075507614093156279 0.00090500604672907198 -0.0010590836801108374 -0.00051564185791915689 0.00070643711814859678 -0.00012033343105210849 -0.00088229266061729645 0.0013379622808797403 -0.00048238366823535032 0.0012556607593312147 -0.00050461506614312638 -3.8604532250008388e-05 0.00091549864831099522 0.001325270333194952 3.9000163183917421e-05 0.0007940923628068986 0.0012191809459364824
leaf_weight=0.0010256633297043285 0.0014955127438751594 0.001106332364910533 0.0010736794381214212 0.001085384636039576 0.0010743362897764888 0.0010581110766862958 0.0013886283238137001 0.0013401998648632221 0.0012309128640531344 0.0013452463550371876 0.0012324166534110051 0.0010135185382153964 0.0012074339932814917 0.0011566934366471484 0.0024357824687001308 0.0018333156815253382 0.0010952946439705116 0.0013818452814508553 0.0011913387109316886 0.0010810745544507228 0.0018001856679177308 0.0010449767255844575 0.0021887240473053024 0.0018092527116596998 0.0014364060243678978 0.0019652213199990035 0.0012718765654362585 0.0018365882239752551 0.0010622803635982432 0.0011765943262964651
leaf_count=35 101 319 134 147 33 139 127 42 192 156 158 26 444 95 48 132 104 75 58 48 72 34 90 59 14 36 35 73 20 75
internal_value=0 2.20357e-05 -7.6133e-06 2.3933e-05 5.56888e-05 8.84475e-05 4.16499e-05 7.45834e-05 2.58403e-05 6.13169e-05 0.000100518 0.000143168 0.000184843 0.000224475 0.000270456 0.000200852 0.000259871 0.000302549 3.06123e-05 0.000419669 0.000766877 0.000449044 0.000530905 1.98084e-05 0.000718398 0.000868122 0.000700943 0.000492077 0.000310696 0.00080932
internal_weight=0 0.0409493 0.0399237 0.03885 0.0377436 0.0366583 0.0344235 0.0333492 0.0319606 0.0307297 0.0293895 0.0280442 0.0268118 0.0257983 0.0246416 0.0222058 0.0209984 0.0199031 0.00696819 0.00513488 0.0040538 0.0129349 0.0118899 0.0031911 0.00869882 0.00726241 0.00507369 0.00380181 0.00225362 0.00223471
internal_count=3121 3020 2985 2851 2532 2385 2171 2138 2011 1819 1777 1621 1463 1437 1342 1294 850 746 330 198 150 416 382 134 248 234 144 109 78 214
is_linear=0
shrinkage=0.00145689


Tree=1490
num_leaves=31
num_cat=0
split_feature=14 3 124 456 133 1374 457 158 160 1213 133 15 16 16 0 4 12 0 52 42 16 0 52 52 12 12 1 13 3 16
split_gain=0.000576506 0.000653519 0.000548874 0.000565984 0.000506617 0.000486752 0.000724196 0.000524392 0.000485535 0.000473998 0.000545269 0.000473532 0.000509264 0.000644903 0.00125193 0.000908104 0.000391237 0.000807397 0.00048278 0.000383548 0.00037354 0.000749044 0.000371246 0.000348865 0.000345086 0.000336951 0.000321356 0.000309675 0.000280606 0.000275884
threshold=0.076175000000000007 0.30112000000000005 -0.043384999999999993 0.086265000000000022 -0.25159999999999993 -0.094929999999999987 0.080930000000000016 0.087355000000000016 -0.40698999999999991 -0.080769999999999995 -0.085499999999999979 0.088655000000000025 0.15891500000000003 0.38525000000000004 0.15398500000000004 0.09173000000000002 0.092465000000000006 -0.076899999999999982 -0.0064899999999999992 0.091295000000000015 -0.52595999999999987 -0.11437499999999999 -0.080979999999999983 0.083680000000000018 0.10097500000000002 0.088305000000000008 0.086105000000000015 -0.15078499999999997 -0.0087149999999999988 -0.101115
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 -4 -6 7 8 -7 -10 25 12 16 27 15 -15 17 18 22 29 -20 -22 -12 -23 -18 -11 -8 -14 -19 -13
right_child=-2 -3 3 -5 5 6 26 -9 9 10 11 19 13 14 -16 -17 24 28 20 -21 21 23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00058076114184598001 -0.00078609824027449685 0.00088392608820304518 -0.0007831004856326875 -0.00094362695367188184 -0.00068083806735868668 -0.00084050650035594643 0.00013352360691600031 -0.00082594464101457248 -0.00083393159456670674 7.2053777113760274e-05 0.00021837898572156606 -0.00023131567282139943 -0.00030080203916870585 -0.0013196950742498873 0.001307817042353194 0.00031534876531369053 -0.00081646521831348561 0.0012139751225429807 -0.00039552352202017887 9.5015567063063522e-05 0.0011266640755344328 -0.00025132489792822497 -0.00084171361307442815 0.00062198972249550644 0.00013788586253885344 0.0009759541911020887 0.00093362735135438734 -0.0013197019176640937 0.00037695172520697644 -0.0011513906987153414
leaf_weight=0.0025666964484571389 0.0015987424285706089 0.0014752881492361416 0.0014584670447237427 0.0011943901741386922 0.0016902183841835941 0.001109261022666618 0.0014874174293204581 0.0013488313587099445 0.0010186370801025238 0.0011972031349911641 0.0010144074904272493 0.0010100635929575219 0.0010132169772987254 0.0010750342740646346 0.0010512158692108642 0.0013149017711882038 0.0010398662558700486 0.0019732750898548979 0.0010603721651265456 0.0015851460121041328 0.0018932901536778861 0.0020476807512184812 0.0013285568018114313 0.0013034667820370771 0.001804673433323023 0.0017943494434640161 0.002119692206230761 0.0010656801423358777 0.001078571897429559 0.00129498123373084
leaf_count=231 101 130 173 155 33 177 59 219 259 77 63 16 9 179 5 19 63 61 24 188 38 125 130 147 83 68 65 85 20 119
internal_value=0 2.10874e-05 -1.00056e-05 -4.9521e-05 -2.07971e-05 1.03281e-05 4.46575e-05 -2.1626e-05 1.5689e-05 4.96513e-05 8.30534e-05 1.67187e-05 9.84114e-05 -0.000242828 0.000107735 -0.000420122 0.000227925 0.000334639 0.000128712 -0.000404623 0.000318774 0.000463198 -0.000382737 8.83607e-05 -0.000210992 0.000614218 0.000603699 -0.000823108 0.000918158 -0.000748217
internal_weight=0 0.0424149 0.0409396 0.0383729 0.0371785 0.03572 0.0340298 0.0304227 0.0290739 0.0279646 0.026946 0.0239544 0.0200642 0.00552005 0.00344115 0.00238994 0.0145442 0.0116996 0.00864777 0.00389019 0.00630481 0.00524444 0.00234296 0.00335115 0.00284454 0.00299155 0.00360711 0.0020789 0.00305185 0.00230504
internal_count=3121 3020 2890 2659 2504 2331 2298 2174 1955 1778 1519 1374 1051 297 203 198 754 608 527 323 334 310 193 272 146 145 124 94 81 135
is_linear=0
shrinkage=0.00131955


Tree=1491
num_leaves=17
num_cat=0
split_feature=50 48 4 11 48 2 15 16 16 13 13 16 15 16 457 48
split_gain=0.000131306 0.000192595 0.000274192 0.000190808 0.000193827 0.00025643 0.000226552 0.000283824 0.000271274 0.000259082 0.000378801 0.000341978 0.000222929 0.000200042 0.000175375 0.000152503
threshold=0.10647500000000001 0.12737000000000001 0.40473500000000007 0.079915000000000014 0.016865000000000002 0.089775000000000008 -0.016799999999999995 0.38525000000000004 0.16703000000000004 -0.095304999999999987 -0.016469999999999995 -0.0007049999999999999 0.088235000000000022 -0.056919999999999991 0.045365000000000009 0.093015000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 6 -6 13 8 9 -8 -11 12 -12 -1 15 -7
right_child=-2 -3 -4 -5 5 14 7 -9 -10 10 11 -13 -14 -15 -16 -17
leaf_value=-6.2429259154559596e-05 -0.0018501424296698328 -0.0022673252036667698 0.0024778298454682332 -0.0024998887032938867 -0.0010545477297484447 0.0027376481374681485 0.0026151061761016904 0.002782186815683109 -0.0027760531633619109 -0.0026465575719947431 -0.0026454739315857454 0.0032564917948515243 0.0010190348907027919 -0.0027608489120608663 0.0040030169311277694 -0.00045725863872988121
leaf_weight=0.0019931771131526665 0.0013228378427299061 0.001175604935976792 0.0017943168762604286 0.0010257554666568405 0.0012796397448752708 0.0010533209996728132 0.0014187140046213438 0.0014196327805535694 0.0011930912843389763 0.0016738708088392925 0.0010423666178919488 0.001318099495397641 0.0014102520883673142 0.001974371808262705 0.0011542113070461824 0.0011055592221753674
leaf_count=211 333 58 262 138 191 65 96 34 62 623 292 86 147 357 64 102
internal_value=0 9.89234e-05 0.000232301 2.09288e-05 0.000164292 0.00122998 -0.00019978 0.000304939 -0.000131581 0.000328124 -0.000267802 0.000788158 -0.000538387 -0.00140524 0.00211235 0.00110154
internal_weight=0 0.022032 0.0208564 0.0190621 0.0180363 0.00459273 0.0134436 0.00947603 0.00805639 0.0068633 0.00544459 0.00377072 0.00245262 0.00396755 0.00331309 0.00215888
internal_count=3121 2788 2730 2468 2330 422 1908 1340 1306 1244 1148 525 439 568 231 167
is_linear=0
shrinkage=0.00600863


Tree=1492
num_leaves=31
num_cat=0
split_feature=14 1456 1365 33 10 1213 1374 11 480 1 133 133 1374 376 376 158 156 12 160 4 151 15 42 3 3 1 0 43 49 0
split_gain=0.000803839 0.000664325 0.000696085 0.000710614 0.000814823 0.000655437 0.000716991 0.000643114 0.000542443 0.000505397 0.000502903 0.000493361 0.000502716 0.000544204 0.000540456 0.000525875 0.000406893 0.000505663 0.000476396 0.000550236 0.000525154 0.000721575 0.000710781 0.000657638 0.000851425 0.000458612 0.000846511 0.000438986 0.000299406 0.000292552
threshold=0.076175000000000007 -1.0000000180025095e-35 1.0000000180025095e-35 -0.0066799999999999993 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.094929999999999987 0.095165000000000013 0.08598500000000002 0.095695000000000016 0.18829500000000002 -0.25159999999999993 0.093235000000000012 0.11430500000000002 0.048375000000000008 0.087355000000000016 0.10499000000000001 -0.054684999999999991 -0.091944999999999985 -0.49405499999999997 -0.090369999999999992 1.0000000180025095e-35 0.083995000000000014 0.092670000000000016 -0.10519499999999998 0.095285000000000022 -0.12333499999999999 0.07827000000000002 -0.070909999999999987 -0.082974999999999979
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 -5 -6 9 8 10 -7 11 -8 13 14 15 16 17 -13 -19 -20 -21 23 27 24 -22 26 -26 28 -23 -24
right_child=-2 2 -4 4 5 6 7 -9 -10 -11 -12 12 -14 -15 -16 -17 -18 18 19 20 21 22 29 -25 25 -27 -28 -29 -30 -31
leaf_value=-0.00084964776959929557 -0.00091755898270267982 -0.00090836880571425259 -0.00098694531001604141 0.0010242752067396673 -0.00072249967955257842 -0.0013461612390591258 -0.00061754535481461383 -0.00085681327775241221 -0.00073407518295313294 -1.5789705166908004e-05 -0.00071865804162264387 -0.00035381107406965096 -0.00066924502639239267 -0.000528997563550872 0.0011470638032332074 -0.0006268822549974917 -0.00040308711448948685 -0.00021926078927122117 -0.00032186392930961779 -0.0001246552458216606 0.0012959495119423104 -0.00097740748232261611 0.00099474382603502139 0.0012876467143824383 0.00053988316300962501 0.00071028971707963538 -0.0010715209951820536 0.00051817010733830088 -4.7190157881770931e-05 0.00026332395805068651
leaf_weight=0.0015827030895196317 0.0017688007888025927 0.0013153740640481351 0.0011690052402508746 0.0016467685770499276 0.001857563805862438 0.0010242948270473553 0.0011911376462527814 0.0011349303800507462 0.0011557512101152403 0.0010451024671169762 0.001038204605690928 0.0016432705138878503 0.0010104092335030393 0.0013840586450739592 0.0014120161114988252 0.001080917322712426 0.0013022479099933362 0.0019498537691295939 0.0014641477826060475 0.0019886390215386731 0.0020821798028309683 0.0010749599607606797 0.0023920417430076668 0.003752140889111466 0.0013899796094278653 0.0021446830331655065 0.0010268797453252751 0.0013252030328203546 0.0015035751063230407 0.0016909618580349672
leaf_count=271 101 34 61 138 447 38 146 55 201 13 221 91 35 23 72 107 125 146 53 101 60 19 39 78 16 32 177 12 163 46
internal_value=0 7.14717e-06 3.78296e-05 6.56717e-05 9.63878e-05 5.82495e-05 9.62077e-05 0.000140329 0.00017266 -0.000674287 0.000203621 0.000232805 0.00026484 0.000295676 0.000334733 0.00029349 0.000330708 0.000368287 0.000418175 0.000475097 0.000532377 0.000603455 0.00029922 0.000837187 0.000582783 0.000257248 -0.000144773 -0.000111418 -0.000434986 0.000691829
internal_weight=0 0.045779 0.0441963 0.0430273 0.0417119 0.0400652 0.0382076 0.0361382 0.0350033 0.0020694 0.0338475 0.0328093 0.0316182 0.0306078 0.0292237 0.0278117 0.0267308 0.0254285 0.0237852 0.0218354 0.0203712 0.0183826 0.00798674 0.0103959 0.00664372 0.00456154 0.00241686 0.00390374 0.00257854 0.004083
internal_count=3121 3020 2749 2688 2654 2516 2069 2018 1963 51 1762 1541 1395 1360 1337 1265 1158 1033 942 796 743 642 279 363 285 225 193 194 182 85
is_linear=0
shrinkage=0.00134594


Tree=1493
num_leaves=19
num_cat=0
split_feature=1374 457 484 1 131 148 42 15 133 15 2 15 0 0 16 4 3 3
split_gain=0.000131973 0.000189927 0.000189076 0.000159094 0.000157912 0.000179896 0.000179739 0.000244672 0.000353902 0.000246654 0.000202694 0.000281376 0.000252415 0.000165475 0.000267315 0.000229407 0.000139373 7.44716e-05
threshold=-0.094929999999999987 0.092360000000000012 -0.0068949999999999992 0.13146500000000003 0.092225000000000015 -1.0000000180025095e-35 0.11275500000000001 1.0000000180025095e-35 0.083950000000000011 0.090455000000000021 0.10882500000000002 -0.18895499999999996 -0.13027499999999997 -0.074479999999999977 -0.056919999999999991 -0.49405499999999997 0.11296500000000002 -0.012939999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 -4 7 10 9 -9 12 -12 -7 14 -14 -15 -5 -17
right_child=1 -3 3 16 -6 6 -8 8 -10 -11 11 -13 13 15 -16 17 -18 -19
leaf_value=-0.0017167885275086725 -0.001804155766745799 0.0019519831539347701 -0.0017764545102505257 0.0024391049934960186 -0.0019224977548470334 0.0018758418738272096 -0.0017516247950936923 -0.0036028602624147265 0.0015384287649968583 -0.00054298381418464638 -0.00011330237735672414 0.0031129365047002887 0.00012715336152291931 -0.0013267576249784293 -0.0030106364870447233 0.00062961920578858278 5.2655620758811714e-05 0.0023792946495062146
leaf_weight=0.0010114991364087436 0.0013261380729763369 0.0011832108337146421 0.0011841451279948614 0.0011757915826485629 0.0010185931709226761 0.0018385862794372239 0.0010492336933131128 0.0010015128905316315 0.0011085690723201536 0.0015950066602077317 0.0010362439842791504 0.0016155338111903958 0.0016754245405295439 0.0010480784491573303 0.0010200922469940921 0.0012901000196157142 0.0011120125415962079 0.0010150982180969822
leaf_count=55 482 91 98 110 256 107 174 373 141 226 63 193 186 85 240 102 98 41
internal_value=0 6.79247e-05 -3.76756e-05 8.07329e-05 -7.59713e-05 3.81749e-05 0.000178678 0.000320865 -0.000747329 -0.00172322 0.000696393 0.00185221 0.000307802 -0.000168818 -0.00106031 0.000547806 0.00127914 0.00140009
internal_weight=0 0.0222934 0.0211102 0.019784 0.0174962 0.0164776 0.0152935 0.0142442 0.00370509 0.00259652 0.0105392 0.00265178 0.00788738 0.00604879 0.00269552 0.00335328 0.0022878 0.0023052
internal_count=3121 3066 2975 2493 2285 2029 1931 1757 740 599 1017 256 761 654 426 228 208 143
is_linear=0
shrinkage=0.00483252


Tree=1494
num_leaves=31
num_cat=0
split_feature=14 457 1213 1375 1429 151 4 38 124 123 151 3 133 15 150 15 1 12 150 3 2 3 160 130 4 1 52 0 0 2
split_gain=0.000618666 0.000617002 0.000650115 0.00064323 0.000592255 0.000526855 0.000752066 0.000559838 0.000509261 0.000617783 0.000636934 0.000643223 0.000778055 0.000687309 0.00056013 0.000682085 0.000555695 0.000786124 0.000559235 0.000507551 0.00046497 0.000458531 0.000442988 0.000384047 0.000408504 0.000699683 0.000297634 0.000474511 0.000359062 0.00027121
threshold=0.076175000000000007 -0.15747999999999998 -1.0000000180025095e-35 0.079730000000000009 -1.0000000180025095e-35 -0.40381499999999992 0.27287000000000006 1.0000000180025095e-35 -0.043384999999999993 0.092645000000000019 0.056735000000000001 0.096675000000000011 0.084415000000000018 0.088345000000000021 0.088040000000000021 -0.037864999999999989 0.13021500000000003 0.09334000000000002 0.087170000000000011 -0.14989499999999997 0.095195000000000016 -0.10519499999999998 0.085330000000000003 -0.076894999999999977 -1.0000000180025095e-35 0.092390000000000014 0.096795000000000006 -0.083914999999999976 -0.030209999999999997 0.10613000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 -4 -6 7 8 -7 10 11 12 16 -14 15 -13 17 18 23 -8 21 -19 -12 -10 26 -26 27 -25 -29 -17
right_child=-2 2 3 -5 5 6 19 -9 9 -11 22 14 13 -15 -16 29 -18 20 -20 -21 -22 -23 -24 24 25 -27 -28 28 -30 -31
leaf_value=0.0010110652099508488 -0.00083396486151925641 -0.00080095611467862024 -0.00092661674098138466 -0.00099466075877545313 -0.00079918344875929553 0.00076491661266491048 -1.3547631921273161e-05 -0.00085115318388580773 0.001022836941879804 -0.00095279363951758663 -0.0010052725572192319 -0.0004583699191104971 -0.001134751191084719 1.9923438733094351e-05 0.0013197815986954492 0.00088085557358755576 0.0010462170646087475 0.00047357287446805462 -0.0006831723454670056 0.00094430724232647347 -0.0012483602273607524 -0.00075248104108244446 4.1670264832455715e-05 0.00062050136296061195 -0.00099281185983044981 0.00031228924423235254 0.00094908706630507801 -0.00073469003746756928 0.00029281623168435356 0.00018821302433904704
leaf_weight=0.0010711399908380761 0.0015217183424836014 0.0017063792233831246 0.0010383164251588353 0.001039103901656401 0.0011436904363364411 0.0017631707150793643 0.0014417354574354224 0.001176892122327188 0.0011881208855926704 0.0010628656551858731 0.0015295905543251101 0.0014650827053515059 0.0017430251468764082 0.0018506171391470261 0.0011660840630156599 0.0023627079988841606 0.0010945374614266248 0.0010214240497923299 0.001074283967624102 0.0029022689859273245 0.0010178154705777764 0.0011065071190907725 0.0013033495421268526 0.0029646680096830818 0.0011356374930350339 0.0019322723629535687 0.0014099708062542682 0.0010764406063079506 0.0013163273665100046 0.0016872540253842772
leaf_count=35 101 476 147 134 53 120 52 37 47 27 56 40 350 203 27 34 16 27 41 265 138 141 17 159 75 31 81 119 43 29
internal_value=0 2.18997e-05 -2.90207e-06 3.0301e-05 5.69439e-05 8.31726e-05 0.000109875 4.27925e-05 7.53931e-05 3.55437e-05 7.12185e-05 0.000134538 1.57654e-05 -0.000540129 0.000488869 0.000313183 0.000138038 7.2827e-05 0.000225633 0.000626404 -0.000514824 -0.000163965 -0.000523606 0.0003142 0.000228596 -0.000170815 0.000409663 0.000267698 -0.000169431 0.000592294
internal_weight=0 0.0437913 0.0427201 0.0410138 0.0399747 0.0389363 0.0377926 0.0334486 0.0322718 0.0305086 0.0294457 0.0266128 0.0199316 0.00359364 0.00668113 0.00551504 0.016338 0.0152435 0.0120977 0.004344 0.00314575 0.00212793 0.00283294 0.0110234 0.00983532 0.00306791 0.00676741 0.00535744 0.00239277 0.00404996
internal_count=3121 3020 2985 2509 2375 2228 2175 1858 1821 1701 1674 1601 1471 553 130 103 918 902 596 317 306 168 73 555 508 106 402 321 162 63
is_linear=0
shrinkage=0.00131955


Tree=1495
num_leaves=18
num_cat=0
split_feature=41 2 52 50 3 47 475 15 52 13 13 52 4 13 3 1 47
split_gain=0.00012001 0.000139939 0.000133271 0.000170232 0.000139085 0.000210924 0.000154704 0.000371334 0.000301454 0.000234824 0.000189072 0.00031837 0.000259512 0.00012701 0.00012238 0.000108045 7.9702e-05
threshold=0.078475000000000017 -0.0091949999999999983 0.41423000000000004 0.099450000000000011 -0.10519499999999998 1.0000000180025095e-35 -1.0000000180025095e-35 -0.10469999999999999 0.11434500000000002 -0.117405 -0.015874999999999997 -0.014264999999999998 0.0061450000000000003 -0.061684999999999997 -0.059315 0.077845000000000011 0.10728500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 15 6 -6 -8 9 -9 -11 12 -12 -7 -13 -3 -15
right_child=-2 2 -4 -5 5 13 7 8 -10 10 11 14 -14 16 -16 -17 -18
leaf_value=0.0014327194874841974 -0.0012954289700363995 0.00010130684765693273 -0.0016102867931669957 0.0016137987380726855 -0.0014009694954524262 -0.00016766388010296099 0.0028111635914718673 0.0018177579093233052 -0.0022925108797295524 -0.0013517500510076351 -0.0019272737976955632 0.00052699245142730461 0.00096505857718557719 -0.0010373421105385025 0.0026103058910334036 0.0017671313668853085 -0.00279231224313975
leaf_weight=0.0014088675173007511 0.0013592605679217931 0.0018687836558672856 0.0010014012082468762 0.0013104025671371302 0.0012847503009134351 0.0014205000462221284 0.0010109098041349547 0.0015442530076761321 0.0010487101229311744 0.0017964637527738405 0.0014978489999058486 0.0011213815326297227 0.0010529781453444131 0.0010465489269972381 0.0011266933847107283 0.00132721614810416 0.0010170466388332855
leaf_count=158 148 99 191 266 264 161 158 63 137 617 147 338 45 81 49 147 52
internal_value=0 7.17181e-05 -2.19272e-05 5.97481e-05 -5.2365e-05 -0.000232885 5.90265e-05 0.000242935 -3.96238e-05 0.000250639 -0.00011629 0.000346203 -0.000733323 -0.00119506 0.00157111 0.000793081 -0.00190228
internal_weight=0 0.0218848 0.0204759 0.0194745 0.0181641 0.0149681 0.011484 0.0101992 0.00918833 0.00813962 0.00659537 0.0047989 0.00255083 0.0034841 0.00224807 0.003196 0.0020636
internal_count=3121 2973 2815 2624 2358 2112 1818 1554 1396 1259 1196 579 192 294 387 246 133
is_linear=0
shrinkage=0.0044645


Tree=1496
num_leaves=19
num_cat=0
split_feature=50 48 4 158 15 48 40 3 47 2 3 16 43 4 0 2 3 3
split_gain=0.000108841 0.000166472 0.000233809 0.000213625 0.000156019 0.000263278 0.000174383 0.000269488 0.000253123 0.000153499 0.000317031 0.000163368 0.000309484 0.000231254 0.000128697 0.000284313 0.000114283 9.04871e-05
threshold=0.10647500000000001 0.12737000000000001 0.27834500000000006 0.07968500000000002 -0.11713499999999999 0.093265000000000015 -0.061244999999999994 0.10542000000000001 0.09550500000000002 0.095195000000000016 -0.10217499999999997 -0.083134999999999987 -0.11278499999999998 0.018150000000000003 -0.084269999999999984 0.089885000000000007 0.0068900000000000012 0.14121000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 6 -6 8 9 11 -11 14 -13 -14 15 -8 -4 -9
right_child=-2 -3 16 -5 5 -7 7 17 -10 10 -12 12 13 -15 -16 -17 -18 -19
leaf_value=-0.0016919591296366157 -0.0014447818521417821 -0.001816071920630724 0.0029097736674833399 -0.0022618996797752573 -0.0015549941884143992 0.0024859708599522701 -0.0013270719920172886 0.0030371624069158339 0.0021166218570225948 0.00027326738677354337 -0.003368440827869692 0.0013831190220524418 -0.0030914174551170646 9.4297607131083955e-05 0.0022147250060260016 0.002104166380704168 0.00054054026505294893 0.00089331383376114808
leaf_weight=0.0011497739541932407 0.0013084938575874941 0.0011548139974646423 0.001129026538978741 0.0010381201621672822 0.0015544687086648254 0.0012895642727992476 0.0014643994336663857 0.0010305020653618166 0.0012557280340687047 0.0013533495089288472 0.0011741396820821037 0.0012276353631994735 0.0014423809619531014 0.0010252264126431321 0.0011636258121965311 0.0011214845003246765 0.0010184485886504668 0.0010406768699562363
leaf_count=148 333 58 171 297 102 110 266 30 78 109 279 109 664 35 123 37 127 45
internal_value=0 7.835e-05 0.000185179 -2.37442e-06 0.000133268 0.000263267 7.0296e-05 0.000260268 -5.327e-05 -0.000326508 -0.00141848 4.42161e-05 -0.000721024 -0.00176784 0.000798381 0.000161038 0.00178616 0.00195997
internal_weight=0 0.0216334 0.0204786 0.0183311 0.017293 0.0161432 0.0148536 0.0132991 0.011228 0.00997224 0.00252749 0.00744475 0.00369524 0.00246761 0.00374951 0.00258588 0.00214748 0.00207118
internal_count=3121 2788 2730 2432 2135 1987 1877 1775 1700 1622 388 1234 808 699 426 303 298 75
is_linear=0
shrinkage=0.00512831


Tree=1497
num_leaves=31
num_cat=0
split_feature=1213 14 1429 33 10 484 403 480 394 1374 453 158 52 42 43 4 484 133 52 159 2 3 12 49 2 15 3 13 1 2
split_gain=0.00054747 0.0005296 0.000509893 0.00051715 0.000687944 0.000457186 0.000517357 0.000484521 0.000457918 0.000490838 0.000493771 0.000680708 0.000485932 0.000355758 0.000354406 0.000505205 0.000353719 0.000315976 0.000391974 0.000571417 0.000334487 0.000586521 0.000367466 0.000448602 0.000405847 0.000321457 0.000255348 0.000227003 8.25861e-05 5.69379e-05
threshold=-1.0000000180025095e-35 0.076175000000000007 -1.0000000180025095e-35 -0.0066799999999999993 -1.0000000180025095e-35 0.085515000000000022 -1.0000000180025095e-35 0.084710000000000021 -0.081209999999999991 -0.094929999999999987 1.0000000180025095e-35 0.094245000000000009 -0.24164999999999998 0.091205000000000008 -0.50775499999999985 -0.49013999999999996 0.091880000000000003 -0.23133499999999999 0.15915500000000002 -0.21548999999999999 0.13712500000000002 0.10542000000000001 0.092655000000000015 -0.069799999999999987 0.088475000000000012 0.088345000000000021 -1.0000000180025095e-35 -0.083764999999999992 0.088975000000000012 0.11018500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 -5 6 -6 8 -8 -10 11 12 13 -11 -14 -16 -7 -17 20 -20 21 22 23 26 27 -24 -19 -25 -26 -23
right_child=1 -3 3 4 5 16 7 -9 9 10 -12 -13 14 -15 15 17 -18 18 19 -21 -22 29 25 24 28 -27 -28 -29 -30 -31
leaf_value=-0.00089487217714815488 -0.0010537862625304864 -0.0010157224340997316 -0.0010418469513229624 0.0012580154469191143 -0.0010249158241822456 0.0013350798997552374 -0.00090076537251389699 -0.00102039294563422 -0.000799425691799511 -0.00090032769367631238 -0.00069858063307262272 -0.00099026863168543539 0.0011796966420302625 0.00035019918842852087 -0.00065314631969644831 -0.00047293218372500902 0.00013185050227144482 0.00061765790953191709 0.00063268867630702987 -0.00094154106042931038 -0.00014233686336567833 0.0016087211842594458 -0.00053669669942617987 0.00094495061232516828 0.0010737153211554777 0.00057775195159661048 -0.00048410331702371327 2.2039473004818172e-06 0.001608687558577449 0.0010968575033210724
leaf_weight=0.0017461480270442023 0.0010303212996485281 0.0012203498229146339 0.0010071333509737981 0.00133853631554015 0.0011635591204728893 0.0012755224219151975 0.0011176334493904197 0.0010197869065061696 0.0013394902740060379 0.0013894594530895468 0.0014927443769008333 0.0010855949066175255 0.0013809576755647859 0.0010212163048204381 0.0012491231339381978 0.0010030787174279956 0.0012532615840004091 0.001020291536678819 0.0012018039110508472 0.0011846630061078658 0.0015919238324869642 0.001262528611967185 0.0014768395040696278 0.0011808206646175502 0.0021347323631593085 0.0012252544170507917 0.0011665708610735254 0.0015007075814120639 0.0011482068818271518 0.0010137612111300598
leaf_count=491 153 87 34 137 435 81 69 165 25 127 65 116 27 45 26 115 175 55 92 83 68 36 48 72 62 27 18 83 56 48
internal_value=0 2.6535e-05 6.15977e-05 9.42037e-05 0.000127621 8.16306e-05 2.69154e-05 6.88183e-05 0.000108225 0.000149883 0.000199303 0.000254602 0.000312974 -0.000370576 0.00039242 0.000336264 0.000738761 0.000404504 0.00045595 -0.000148773 0.000553979 0.000638404 0.00048271 0.000653117 0.000881609 -3.13541e-05 2.99289e-05 0.000417346 0.00126082 0.00138076
internal_weight=0 0.0374959 0.0362755 0.0352452 0.0342381 0.0328995 0.0303707 0.0292072 0.0281874 0.0270698 0.0257303 0.0242375 0.0231519 0.00241068 0.0207413 0.0193603 0.00252878 0.0181112 0.0171081 0.00238647 0.0147216 0.0131297 0.0108534 0.00815133 0.00596447 0.00270209 0.00218686 0.00268153 0.00328294 0.00227629
internal_count=3121 2630 2543 2390 2356 2219 1963 1528 1363 1294 1269 1204 1088 172 916 889 256 863 748 175 573 505 421 346 273 75 73 155 118 84
is_linear=0
shrinkage=0.00160853


Tree=1498
num_leaves=17
num_cat=0
split_feature=41 124 123 484 3 0 13 13 457 160 1 0 2 48 4 4
split_gain=0.000118497 0.000131737 0.00013544 0.000185836 0.000192799 0.000270291 0.00045056 0.000221256 0.000156659 0.000294792 0.000234807 0.000457079 0.000272649 0.000146268 0.000171624 0.000423007
threshold=0.078475000000000017 0.0049200000000000008 1.0000000180025095e-35 -0.0068949999999999992 -0.11255999999999998 -0.053834999999999994 -0.089109999999999981 0.14871000000000004 -0.0029299999999999994 -0.080409999999999995 0.10089500000000001 -0.20211999999999997 0.092875000000000013 0.083985000000000018 0.053180000000000012 -0.077679999999999985
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 7 8 -7 -5 -6 -10 12 -12 13 14 15 -11
right_child=-2 -3 -4 4 5 6 -8 -9 9 10 11 -13 -14 -15 -16 -17
leaf_value=-0.0022188958227850964 -0.0016332672575647752 0.0020914449558919906 0.0016639853778505527 0.0026115067090017913 -0.0019507829393240941 0.0006397924723154369 -0.0041369135497992511 -0.0004472788254303352 -0.0020358141959351613 0.0009769328671510708 -0.0009455314534340569 0.003600860988631824 -0.0025109702652806004 0.0021150043675212038 0.0018362870320463073 -0.0036198118556648568
leaf_weight=0.0012765269008797311 0.0013548459207175503 0.001008088082044111 0.0014481581852080474 0.001770216847483126 0.0010874179453347352 0.0011767145246246447 0.0013702368882320204 0.0013260478777326057 0.0014944631442738729 0.0016933910213248731 0.0011102763524490911 0.0019612282739557285 0.0011007296271832445 0.0014551082309131047 0.0011582832446759284 0.001033490250959888
leaf_count=472 148 63 217 161 128 42 181 63 357 539 45 138 254 73 38 202
internal_value=0 9.32517e-05 -5.19055e-06 -0.000132319 1.78466e-05 -0.000253615 -0.00193003 0.00130151 9.94208e-05 0.000301968 0.000669245 0.00195745 5.49434e-05 0.000583826 1.03547e-05 -0.000765237
internal_weight=0 0.0214704 0.0204623 0.0190141 0.0177376 0.0146413 0.00254695 0.00309626 0.0120944 0.011007 0.00951251 0.0030715 0.006441 0.00534027 0.00388516 0.00272688
internal_count=3121 2973 2910 2693 2221 1997 223 224 1774 1646 1289 183 1106 852 779 741
is_linear=0
shrinkage=0.00566207


Tree=1499
num_leaves=29
num_cat=0
split_feature=14 3 133 160 1374 1213 483 128 124 159 484 453 156 376 1 457 4 130 0 16 4 15 15 2 42 0 151 15
split_gain=0.000570274 0.000658278 0.000474685 0.000549006 0.000527258 0.000542157 0.000463857 0.000432053 0.000473979 0.000448972 0.000562636 0.000587878 0.000625069 0.000515678 0.000523948 0.000512134 0.000419368 0.00032646 0.000465018 0.000567904 0.00040221 0.000315912 0.000321749 0.000341259 0.00048888 0.000544309 0.00042321 0.000197865
threshold=0.076175000000000007 0.30112000000000005 -0.25159999999999993 -0.40698999999999991 -0.094929999999999987 -1.0000000180025095e-35 0.088070000000000009 0.086435000000000012 -0.043384999999999993 0.10407500000000001 0.08660000000000001 1.0000000180025095e-35 0.08549000000000001 0.11430500000000002 0.122185 0.092360000000000012 0.09173000000000002 -0.0015749999999999998 0.16094000000000003 0.22339500000000004 -0.083854999999999985 0.091475000000000015 0.088495000000000018 0.092235000000000025 0.086950000000000013 -0.10151999999999999 -0.00099499999999999979 0.083935000000000023
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 -5 -6 7 8 -7 10 11 12 13 14 15 17 -16 -10 19 20 27 22 23 24 25 -22 -25 -19
right_child=-2 -3 3 4 5 6 -8 -9 9 -11 -12 -13 -14 -15 16 -17 -18 18 -20 -21 21 -23 -24 26 -26 -27 -28 -29
leaf_value=-0.00088435407898796998 -0.0009182429461249272 0.0010121917343615756 -0.00090542669336812342 -0.00076529414069518426 -0.0007803515242940848 0.00092059464892921532 -0.0007078717435778705 -0.00068519549210588186 -0.00041726383753341287 -0.00057749197075085998 0.0010246757160285479 -0.00090179935646670197 -0.00088628201233880083 -0.00064796139346538664 0.0003063096750337425 0.0010069988649936195 0.0014285905655465371 0.00036047506236658609 0.0010436256552458177 -0.00081685621727668007 -4.5654996039285156e-05 -0.00054343894212939689 0.00093263524133709984 -0.00025520074858648758 0.00071226198597628158 -0.0012779997886414008 0.00086360891962402101 0.0011296680266578685
leaf_weight=0.0012334714845427799 0.001362318533178807 0.0013228966791221089 0.0012710588654167845 0.0015459202187919621 0.0014053436262803079 0.001731039982693138 0.0013052123489657444 0.0011820869311413009 0.001929733811838529 0.0016280863219648714 0.0015695634788137616 0.0010524016564339425 0.0010528923016547278 0.0012602693016985347 0.0013334672988776211 0.0014981346807019227 0.0013846001128108298 0.0015391856459458933 0.0012427167234655432 0.0011784699310153366 0.0024063650660650525 0.0014001090721862406 0.0010410062719881097 0.0010811943243216326 0.0010036457856452685 0.0010503608164035535 0.0019052010814482045 0.0012254729952645427
leaf_count=180 101 130 214 50 436 193 242 87 134 150 71 44 192 17 27 39 47 39 17 96 36 131 54 42 57 144 82 69
internal_value=0 2.19711e-05 -1.30012e-05 1.66698e-05 5.02021e-05 8.794e-05 0.000126071 0.000161531 0.000195444 0.000150263 0.000195564 0.000142632 0.00018934 0.000239719 0.000292439 0.000206414 0.000878006 0.000135876 0.000206689 0.00013149 0.00021982 8.51616e-05 0.000188853 8.48774e-05 -0.000165315 -0.000420115 0.000458555 0.00070143
internal_weight=0 0.0387799 0.037457 0.0362235 0.0349525 0.0334066 0.0320012 0.030696 0.0295139 0.0277829 0.0261548 0.0245852 0.0235328 0.0224799 0.0212197 0.0185016 0.00271807 0.0170035 0.0150737 0.013831 0.0126525 0.00988788 0.00848777 0.00744677 0.00446037 0.00345673 0.0029864 0.00276466
internal_count=3121 3020 2890 2710 2496 2446 2010 1768 1681 1488 1338 1267 1223 1031 1014 940 74 901 767 750 654 546 415 361 237 180 124 108
is_linear=0
shrinkage=0.00142833


Tree=1500
num_leaves=19
num_cat=0
split_feature=128 0 52 15 4 1 15 3 47 13 13 4 151 2 2 48 3 1
split_gain=0.000120878 0.000132389 0.000187781 0.000299973 0.000188083 0.000184761 0.00042855 0.000390144 0.000266545 0.0001862 0.000158525 0.000141639 0.000336896 0.000225115 0.000105119 0.000102937 8.882e-05 7.21633e-05
threshold=1.0000000180025095e-35 -0.062294999999999996 -0.26636999999999994 -0.03241999999999999 -0.51843499999999987 0.085110000000000005 -1.0000000180025095e-35 -0.084074999999999997 0.087235000000000021 -0.095304999999999987 -0.07692499999999998 0.0061450000000000003 -0.016164999999999995 0.11215000000000001 0.10699500000000002 0.10396500000000002 -0.069009999999999974 0.099990000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 -3 -4 -5 6 -1 -8 9 -7 -9 12 -11 -13 16 17 -6 -10
right_child=-2 2 3 4 14 8 7 10 15 11 -12 13 -14 -15 -16 -17 -18 -19
leaf_value=-0.003328855064799306 -0.00156131994704851 -0.0010002406979739691 0.0033067859428822588 -0.0012700964325121097 0.0007683400931323064 0.0023637674775839885 -0.0025077467485304758 -0.00016578514563208584 -0.00071595345030171906 0.0014502284080218949 0.002439129860011313 0.0024830146042831131 -0.0020776053283031023 -0.00022494010746706945 -0.00014017832701872102 9.6664400368086755e-05 0.0027071301865032411 -0.0025367566172349808
leaf_weight=0.0013106437865360717 0.0011122905820060416 0.0013417579795180767 0.0010751802042107822 0.0011011898765982409 0.0012207423110274784 0.0013131212408381554 0.0010257924030187679 0.0011180283781661027 0.0010260202472027746 0.001148228330461798 0.0010655475586633942 0.0013758620957047274 0.0014065236303062445 0.0014969082030459879 0.0011779557112188144 0.0013674049111510045 0.0010070352600143337 0.0010074320236901357
leaf_count=712 231 163 174 47 56 133 377 205 58 104 148 79 282 82 75 82 56 57
internal_value=0 7.22915e-05 0.000623018 0.0010132 0.000466034 -0.000187788 -0.00100038 -4.94712e-05 0.000174379 0.000730861 0.00110537 0.0003358 -0.000492027 0.00107199 0.00102738 -0.000928593 0.00164474 -0.00161803
internal_weight=0 0.0215854 0.00692386 0.0055821 0.00450692 0.0146615 0.00452001 0.00320937 0.0101415 0.00674064 0.00218358 0.00542752 0.00255475 0.00287277 0.00340573 0.00340086 0.00222778 0.00203345
internal_count=3121 2890 571 408 234 2319 1442 730 877 680 353 547 386 161 187 197 112 115
is_linear=0
shrinkage=0.00483252


Tree=1501
num_leaves=31
num_cat=0
split_feature=9 457 1213 1375 48 147 14 1456 11 1374 51 159 52 158 2 13 52 133 15 0 52 15 403 47 0 39 2 48 15 4
split_gain=0.000578217 0.00053953 0.000495038 0.000509526 0.000482939 0.00091822 0.00071748 0.000559849 0.000453948 0.000451917 0.000775146 0.000726342 0.000619631 0.000528902 0.000388596 0.000494151 0.000875152 0.000775964 0.000366834 0.000508086 0.000415063 0.00029172 0.000620034 0.00054478 0.000567806 0.000517936 0.000209439 0.000156844 9.93518e-05 8.34358e-05
threshold=-1.0000000180025095e-35 -0.15747999999999998 -1.0000000180025095e-35 0.079730000000000009 -0.091869999999999993 0.090115000000000015 0.062655000000000016 -1.0000000180025095e-35 0.089270000000000002 -0.094929999999999987 0.078435000000000019 -0.032739999999999991 -0.082554999999999976 0.085900000000000018 0.13712500000000002 -0.084034999999999985 0.10160000000000001 -1.0000000180025095e-35 -0.11345499999999999 -0.10607499999999999 0.10347000000000002 0.088235000000000022 0.03138500000000001 0.09550500000000002 -0.059114999999999994 1.0000000180025095e-35 0.090545000000000014 0.091220000000000009 -0.23909999999999995 -0.046564999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 -4 6 7 -6 9 -9 13 -12 -13 14 15 16 17 -11 28 -20 21 23 -23 24 -21 -25 -19 -14 -17 -22
right_child=1 2 3 -5 5 -7 -8 8 -10 10 11 12 27 -15 -16 18 -18 26 19 20 29 22 -24 25 -26 -27 -28 -29 -30 -31
leaf_value=0.00085856691078898325 0.0008366509403016474 -0.00096849471993414038 -0.0011554656690386162 -0.0012151472482060429 -0.0010895920222339353 0.0011947535199056413 -0.001387336051498698 -0.00089616498046812625 -0.00083987754923888717 -0.00023920817835455376 -0.00056019347965601343 -0.00012759045118612214 0.0007180575580796228 -0.0011317953369331456 -0.00088324381213837904 -0.00044685585322342433 -0.00057689898839637902 0.00051865896338631145 0.00061119586328201459 -0.0014445662449249662 7.8885022372525803e-05 -0.00063367969780864469 0.00085862801628055541 0.00066401669670848075 -0.00027883837700073006 -0.00071255673415640487 0.0012920839683160867 0.0014181730878435486 -0.0010203524238151863 0.00067125847417653733
leaf_weight=0.0010897361883948067 0.0010058708138771513 0.0019043386351003102 0.0010426406896613108 0.0010345843987780148 0.0013023824920605489 0.0010467171760413221 0.0010311104963891529 0.0013534121206149044 0.001734413898034858 0.0015510613035454313 0.0011127127847430085 0.0011561948816364298 0.0011317716080823095 0.0011006392549985913 0.0012616251265051828 0.0014831387435408905 0.0018302870690125594 0.0011591660344303324 0.0018443773022216335 0.0018850912466294905 0.0010167403827212596 0.0012580971368798544 0.0011144189604692656 0.0012218660606708731 0.0016748103029167591 0.0011046010311019927 0.0020706522907847358 0.0016983745325358512 0.0011294076654060218 0.0010020844462021996
leaf_count=94 37 490 35 133 225 79 76 48 89 64 82 57 85 140 74 47 64 116 60 338 119 155 15 49 118 11 57 59 71 34
internal_value=0 -0.000216935 -0.000243931 -0.000206991 -0.000178271 -0.000149388 -0.000190492 -0.000153318 -0.000115087 -7.3407e-05 -3.47523e-05 0.000480562 0.00077107 -0.000145584 -9.75709e-05 -5.11344e-05 0.000279792 0.000607763 -0.000199615 -9.28976e-05 -0.00021925 -0.000364002 6.72875e-05 -0.000537834 -0.000896132 1.04229e-05 0.00101451 0.0011382 -0.000694779 0.000372922
internal_weight=0 0.0402626 0.0392567 0.0373524 0.0363178 0.0352752 0.0342284 0.0331973 0.0318949 0.0301605 0.0288071 0.00509905 0.00398634 0.0237081 0.0226074 0.0213458 0.00661117 0.00478088 0.0147346 0.0121221 0.0102777 0.00825888 0.00237252 0.00588637 0.0035599 0.00232647 0.00322982 0.00283015 0.00261255 0.00201882
internal_count=3121 3027 2990 2500 2367 2332 2253 2177 1952 1863 1815 283 201 1532 1392 1318 301 237 1017 899 839 686 170 516 456 60 173 144 118 153
is_linear=0
shrinkage=0.00145689


Tree=1502
num_leaves=18
num_cat=0
split_feature=11 0 1 3 43 43 43 3 3 39 47 0 42 49 1 15 16
split_gain=0.000125211 0.000158616 0.000190705 0.000243392 0.000202306 0.000311417 0.00029145 0.000191181 0.00024583 0.00034081 0.000234581 0.000220297 0.000172845 0.00025612 0.000221132 8.96078e-05 8.18078e-05
threshold=0.081790000000000015 0.18019500000000002 0.077565000000000009 -0.10519499999999998 -0.092909999999999979 -0.083134999999999987 0.016310000000000002 0.16158000000000003 0.10893000000000001 0.085220000000000004 0.096175000000000024 -0.15350499999999997 0.086325000000000013 -0.069799999999999987 0.094220000000000012 0.035560000000000008 -0.078844999999999985
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -4 -1 -6 -7 8 9 10 12 -10 13 -5 16 -8 -15
right_child=-2 -3 3 7 5 6 15 -9 11 -11 -12 -13 -14 14 -16 -17 -18
leaf_value=-0.0025564452916914168 -0.0012646072210462363 0.001826449607413391 0.0020897001948210693 -0.0011978344395831991 0.001645430349080469 -0.0024240870783196677 -0.00083365374454959045 0.0018987269930419595 -0.00013575279807468947 0.0023636882431992447 -0.0021313247358419425 -0.002838503782493184 -0.0014044044311641811 0.001322915718904969 0.0030814228768928503 0.0010285154577132981 -0.00034430575566083668
leaf_weight=0.0010398711979233968 0.001612977048361496 0.0010631195572911581 0.0014537311752643731 0.0012522511713442012 0.0013121111946953192 0.0016897449050975325 0.0010743897404154878 0.0011302035713636202 0.0014525899894906047 0.0014101830161601936 0.0010786854021864745 0.0011785277249884993 0.001138303879967939 0.0013087393633080006 0.0010118852482046137 0.0011588519509375672 0.0012333828256195726
leaf_count=257 175 29 122 55 223 832 122 146 53 224 129 43 257 83 74 174 123
internal_value=0 7.83435e-05 -1.49358e-05 0.000293196 -0.000685142 -0.000313437 -0.000968614 7.9035e-05 -0.00010684 0.000279876 -0.000138529 -0.00134637 0.000223079 0.000608529 0.001245 0.000132645 0.000514016
internal_weight=0 0.0209866 0.0199235 0.0136485 0.00627497 0.0052351 0.00392299 0.0121948 0.0110645 0.00843343 0.00702325 0.00263112 0.00594456 0.00480626 0.00355401 0.00223324 0.00254212
internal_count=3121 2946 2917 1309 1608 1351 1128 1187 1041 945 721 96 592 335 280 296 206
is_linear=0
shrinkage=0.00464487


Tree=1503
num_leaves=28
num_cat=0
split_feature=14 3 1213 456 1374 457 52 133 133 160 40 12 130 52 4 3 151 16 0 42 16 0 42 1 43 151 16
split_gain=0.000637244 0.000551749 0.000468981 0.000459354 0.000416302 0.000589986 0.000591322 0.000380126 0.000553428 0.000453524 0.000399798 0.000396284 0.000325545 0.000450325 0.000376643 0.00034839 0.000327624 0.000321548 0.000759953 0.000382134 0.000650474 0.000523629 0.000480918 0.000361248 0.00032434 0.000256506 0.000102236
threshold=0.076175000000000007 0.30112000000000005 -1.0000000180025095e-35 0.087015000000000023 -0.094929999999999987 0.080930000000000016 -0.087284999999999988 -0.25159999999999993 -0.085499999999999979 -0.40698999999999991 -0.080519999999999994 0.088305000000000008 -1.0000000180025095e-35 -0.0064899999999999992 0.09173000000000002 -0.042499999999999989 -0.0064299999999999991 -0.52595999999999987 -0.14116499999999996 0.088380000000000014 -0.056919999999999991 -0.10224499999999999 0.091955000000000023 0.083835000000000007 -0.014584999999999999 -0.085039999999999991 0.051380000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 -4 7 -7 -6 11 -10 -11 -9 -12 14 15 -14 -17 -15 -19 20 21 -20 -21 -22 -23 -8 -16
right_child=-2 -3 3 -5 5 6 25 8 9 10 12 -13 13 17 26 16 -18 18 19 22 23 24 -24 -25 -26 -27 -28
leaf_value=-0.00086328063026826815 -0.0010233548160313742 0.00076398864524340694 -0.00076458212732811309 -0.00094904505978363933 -0.00086965245788913975 -0.0003549591848874573 0.00041373205985926846 -0.00012350673763736547 -0.0010045564707908349 0.00052306122093640243 -0.00071870863667439526 0.00097923807382899858 -0.0010851887014207769 -0.0005112978283625878 -0.00026418743229296475 0.00026965163172862686 -0.00067925487901895789 0.00096409722061330607 -0.00056202335007896141 0.0010396853045893312 -0.00021313540409881993 -9.0925531253453054e-05 -0.00010687801748654295 -0.0011622207114769356 0.00081285254088825311 0.0013460978508156192 0.00031715548626330876
leaf_weight=0.00170491658172811 0.0015578603567210072 0.0011723613246737976 0.0016723366113993157 0.0012262710509198796 0.0012279931348320164 0.0010470605508103858 0.0010698554333864463 0.0010263843607862802 0.0011110485638934344 0.0016087801988042818 0.0018107132721915933 0.0013896292082977713 0.0017989365328007212 0.0017793080877502769 0.0010037425112086051 0.0010475693483193993 0.001777701978239672 0.0016005845985706995 0.0013490543739758023 0.001184181534596318 0.0014493968101634055 0.0012058844687152801 0.0015049498801113226 0.0014567010389932022 0.0017828130453936266 0.0010682919698750118 0.0012069962168985704
leaf_count=477 101 130 35 157 160 59 63 71 171 111 136 75 476 41 16 26 94 42 36 43 40 127 239 43 70 44 38
internal_value=0 -0.000144729 -0.000174231 -0.000140087 -0.000110189 -7.54555e-05 0.000473751 -0.000137221 -0.000104025 -0.000164213 -0.000124596 0.000510764 -0.000172046 -0.000122917 -0.000403747 -0.000622208 -0.000327414 2.1264e-05 0.000103423 -3.52641e-05 -0.000196112 0.000134014 0.000398021 -0.000688871 0.000448195 0.000879574 5.32081e-05
internal_weight=0 0.0372835 0.0361111 0.0344062 0.0331799 0.0315076 0.00318521 0.0283224 0.0270944 0.0246784 0.0235673 0.00241601 0.0219585 0.0201478 0.00683495 0.00462421 0.00282527 0.0133129 0.0115336 0.00993298 0.00724385 0.00433775 0.00268913 0.0029061 0.0029887 0.00213815 0.00221074
internal_count=3121 3020 2890 2413 2256 2221 166 2055 1895 1749 1578 146 1467 1331 650 596 120 681 640 598 316 233 282 83 197 107 54
is_linear=0
shrinkage=0.00134594


Tree=1504
num_leaves=31
num_cat=0
split_feature=14 1374 457 3 484 33 10 133 12 160 50 403 48 51 158 376 128 1 43 12 43 16 1 48 16 403 15 15 1 13
split_gain=0.000939973 0.000839062 0.000730847 0.000647135 0.000601119 0.000654126 0.000918094 0.0005351 0.000533113 0.000525978 0.000616563 0.00101432 0.000695547 0.000754486 0.000506884 0.00054108 0.000486697 0.000539003 0.000506659 0.000606992 0.000530195 0.000913449 0.000478331 0.000454599 0.000470428 0.000522111 0.000610707 0.000301969 0.000250996 0.000195981
threshold=0.076175000000000007 -0.094929999999999987 0.080930000000000016 0.30112000000000005 -1.0000000180025095e-35 -0.0066799999999999993 -1.0000000180025095e-35 -0.25159999999999993 0.051320000000000005 -0.40698999999999991 0.10030500000000002 0.10301500000000001 0.11951500000000001 0.087505000000000013 0.080150000000000013 0.11430500000000002 0.086435000000000012 0.12337000000000002 0.12450000000000001 0.10124000000000001 -0.17390999999999998 0.15891500000000003 0.086105000000000015 0.092805000000000012 -0.36241499999999999 -1.0000000180025095e-35 -0.0058549999999999991 0.050935000000000008 0.094385000000000011 -0.013304999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 8 -6 -7 -8 -3 -9 11 12 13 14 15 16 17 18 19 20 -11 23 -4 24 -22 -26 28 -28 -27 -29
right_child=-2 2 22 -5 5 6 7 9 -10 10 -12 -13 -14 -15 -16 -17 -18 -19 -20 -21 21 -23 -24 -25 25 26 27 29 -30 -31
leaf_value=-0.00087815242387819859 -0.00098766322490003648 -1.7982500707630297e-05 1.8605141058459329e-05 0.00082257157411380426 -0.0010203025513117212 0.0010696707374302859 -0.00083657385249984856 -0.0008178302948017199 -0.0013196128113552154 0.00093523937729382773 0.00079738061883054853 -0.0012905731775585956 -0.00080350824993163873 -0.00087856114825198798 -0.00069874961169324611 -0.00069478753947871516 -0.00062936244159981646 0.0010308078376542193 0.00092736430160516876 -0.00066085624379977911 -0.00044912975311122653 -0.00069059270515889402 0.00091630105531252215 0.0010303423127554531 -0.00045553187646042584 -0.00039174128765032991 0.0012370968116192543 0.00088779420812944295 0.00039334028440588892 8.6853425359198564e-05
leaf_weight=0.0017386559413914418 0.001675603330692609 0.0010338028297187654 0.0016863551760426523 0.0015830092609860893 0.0010498372856444496 0.0014352390313127064 0.001306084136048157 0.0012301033782431406 0.0011656826572838397 0.0017433774789594675 0.0018621982727333721 0.0010017798607214736 0.0015145298527912123 0.0012505277278349594 0.0011002197891936119 0.001069839450202891 0.0010000424448854952 0.0016715993637597673 0.0017174997989163323 0.001387509324788482 0.0015911094954064045 0.001876969697043652 0.0026697728364630802 0.0013259186969900591 0.0012228380384948796 0.0013571588660585832 0.0017155961440949077 0.001079450766786394 0.0014848662006308189 0.0010487702587056447
leaf_count=53 101 58 81 116 24 97 162 212 398 27 100 131 47 92 120 15 101 68 26 108 47 186 125 54 339 89 25 48 31 40
internal_value=0 1.97662e-05 5.76756e-05 -2.78373e-06 -3.98567e-05 4.60579e-06 3.82375e-05 -1.02066e-05 -0.00070782 2.66903e-05 6.37632e-05 1.15399e-05 6.33898e-05 0.000118921 0.000174626 0.000219754 0.000268136 0.000314828 0.000246636 0.000172796 0.000252867 0.000159215 0.000568783 0.000306555 0.000205533 0.000337242 0.00048224 0.000825164 1.84384e-05 0.000493097
internal_weight=0 0.0429203 0.0411817 0.0368256 0.0352426 0.0330431 0.0319932 0.030558 0.00219949 0.0292519 0.0280218 0.0261596 0.0251578 0.0236433 0.0223928 0.0212925 0.0202227 0.0192227 0.0175511 0.0158336 0.0144461 0.0127027 0.00435613 0.0108257 0.00949979 0.00790868 0.00668584 0.00384382 0.00284203 0.00212822
internal_count=3121 3020 2967 2761 2645 2189 2165 2068 456 1906 1694 1594 1463 1416 1324 1204 1189 1088 1020 994 886 859 206 673 619 572 233 113 120 88
is_linear=0
shrinkage=0.00131955


Tree=1505
num_leaves=17
num_cat=0
split_feature=1374 457 11 48 0 2 0 40 1 42 49 157 13 2 4 0
split_gain=0.000127147 0.000172199 0.000190262 0.000146722 0.000177498 0.000180226 0.000144607 0.000220257 0.000177409 0.000212299 0.000162688 0.000227391 0.000210306 0.000159135 0.000117379 0.000108754
threshold=-0.094929999999999987 0.088350000000000026 0.081790000000000015 0.016865000000000002 -0.20211999999999997 0.10252500000000002 0.18019500000000002 -0.067184999999999981 0.12873500000000002 0.091545000000000015 -0.0060549999999999988 -0.077384999999999995 -0.084034999999999985 0.088930000000000023 -0.080924999999999983 -0.10151999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 6 -5 -6 7 -2 9 10 -9 -12 14 15 -13 -14
right_child=1 -3 -4 4 5 -7 -8 8 -10 -11 11 12 13 -15 -16 -17
leaf_value=-0.0019675045888896386 -0.0024761630621990991 0.0018859467298380458 -0.001972101527538937 -0.00058362308569662126 0.00017766257572068955 0.0028663215983312298 0.001807236920797372 -0.0021464199061682352 0.0017450604152754105 -0.0023538498320309583 0.0026119971643669784 0.0024841443200711547 0.0011895960500864257 -0.002292102720843256 9.4662576117502645e-05 -0.0011086695296100633
leaf_weight=0.0010008626236146503 0.0013650286391882491 0.0014770026942300665 0.0015112025731456305 0.001596227979675291 0.001364088493158582 0.0017587332775873543 0.0010167636960254365 0.0010105597877230208 0.0013856641004743051 0.001431886135377953 0.0010592343701555946 0.0010791844680995144 0.001161193015441154 0.0016133495106946116 0.0015338470502447585 0.0013986066219457798
leaf_count=55 128 119 172 60 288 170 19 194 118 455 156 121 35 316 210 505
internal_value=0 5.6002e-05 -7.72372e-05 7.52858e-05 0.000922187 0.00169188 -0.00020906 -0.000366293 -0.000119579 -0.000370725 -5.0082e-05 0.000219945 -0.000153423 -0.000926687 0.00108152 -6.61153e-05
internal_weight=0 0.0217626 0.0202856 0.0187744 0.00471905 0.00312282 0.0140553 0.0130386 0.0116735 0.0102879 0.00885597 0.00784542 0.00678618 0.00417315 0.00261303 0.0025598
internal_count=3121 3066 2947 2775 518 458 2257 2238 2110 1992 1537 1343 1187 856 331 540
is_linear=0
shrinkage=0.00555105


Tree=1506
num_leaves=31
num_cat=0
split_feature=14 457 1213 1456 1375 133 160 33 10 4 13 52 4 1 128 52 4 13 474 2 0 13 130 52 4 16 52 3 2 1
split_gain=0.000776011 0.000670559 0.000729079 0.000672803 0.000706489 0.000655072 0.000651631 0.000609528 0.000623285 0.000718871 0.000767267 0.000587945 0.00052837 0.000623842 0.000502314 0.000590454 0.000661968 0.000598779 0.000851278 0.00100356 0.000580505 0.000540165 0.000488476 0.000687095 0.000384416 0.000366591 0.000350322 0.00032898 0.000130013 1.85111e-05
threshold=0.076175000000000007 -0.15747999999999998 -1.0000000180025095e-35 -1.0000000180025095e-35 0.079730000000000009 -0.25159999999999993 -0.40698999999999991 -0.0066799999999999993 -1.0000000180025095e-35 -0.52556499999999995 -0.084034999999999985 0.11434500000000002 -0.082594999999999988 0.08844500000000001 0.086435000000000012 0.10347000000000002 -0.35136499999999998 -0.063184999999999977 0.085070000000000021 0.11215000000000001 -0.23051499999999997 -0.012549999999999997 -0.0015749999999999998 -0.0027449999999999996 0.010840000000000001 -0.4714549999999999 0.15915500000000002 0.088060000000000013 0.11704500000000001 0.10937500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 5 -5 -7 -8 -9 -10 11 12 -11 -14 15 16 -12 -18 19 20 -19 -22 -23 27 -25 -15 -17 -24 -21 -27
right_child=-2 2 3 4 -6 6 7 8 9 10 14 -13 13 25 -16 26 17 18 -20 28 21 22 23 24 -26 29 -28 -29 -30 -31
leaf_value=0.0011000425974280077 -0.000963412104268565 -0.00089029082025392052 -0.00087914058510681179 -0.0008490386046975134 -0.0010813623814926435 -0.00089455324807299983 -0.00085151831026842803 0.0010618996207848587 -0.00088992275974394345 0.0012634321684476435 -0.00074073041611917492 -0.00033229348313330419 -0.00022136707866780823 0.00021736992425925751 -0.0007635231882944575 0.0010777027405056106 -0.00062873921050834438 0.00095013917239122675 0.0013133901582995688 -0.0010761317819502074 0.00088166761657864669 -0.00080205226830480387 7.8857862141584219e-05 0.00095944511396745284 1.5446925536206212e-05 0.0010317849788190633 0.00015611201368638183 -0.00083678486765910139 -0.00040185633659825212 0.0012950367728710636
leaf_weight=0.0010331141221833198 0.0016102059207163668 0.0017370585078200209 0.0015144107701774981 0.0013648510139470096 0.0010060992372606927 0.0011548579792823857 0.0011009142553195508 0.0014664048222461359 0.0012133266688820676 0.0021467887764554661 0.0019638652421338663 0.001234041476307457 0.0017164142069274746 0.0012512609245893813 0.0013272478845693927 0.0017041675664071212 0.001863439333089076 0.0019294021273026278 0.001184203671446892 0.001138249697131056 0.0014718123365631284 0.0012753681637374678 0.00157781278980229 0.001912548408991052 0.00141425464956213 0.0010056376660116939 0.0014295045452308308 0.0013920334176873439 0.0010237042811176433 0.0010081018837979627
leaf_count=35 101 476 241 157 123 154 34 136 29 41 120 60 166 40 76 65 271 29 55 29 111 106 89 87 45 31 43 14 80 77
internal_value=0 7.5086e-06 -1.96711e-05 1.83357e-05 5.38445e-05 8.44891e-05 0.000119975 0.00015369 0.000186578 0.000146694 0.000187307 0.000542608 0.000694071 0.0004487 5.58858e-05 0.000106992 1.19625e-05 0.000103305 0.000198569 9.80626e-05 0.000266499 0.000120652 -2.72702e-05 0.00012966 0.000558143 0.000800955 0.000657296 -0.000350324 -0.000756856 0.00116357
internal_weight=0 0.0425609 0.0415278 0.0397907 0.0382763 0.0372702 0.0359054 0.0347505 0.0336496 0.0321832 0.0309699 0.00836224 0.0071282 0.00498141 0.0226076 0.0212804 0.0181467 0.0161828 0.0143194 0.0131352 0.0109732 0.00904383 0.00757202 0.00629665 0.0033268 0.003265 0.00313367 0.00296985 0.00216195 0.00201374
internal_count=3121 3020 2985 2509 2268 2145 1988 1834 1800 1664 1635 415 355 314 1220 1144 1036 916 645 590 481 452 341 235 132 148 108 103 109 108
is_linear=0
shrinkage=0.00137286


Tree=1507
num_leaves=18
num_cat=0
split_feature=147 484 15 42 15 0 14 16 16 0 0 16 13 1 2 1 15
split_gain=0.000124893 0.000164944 0.000132487 0.000269751 0.000188103 0.000253391 0.000233026 0.000192093 0.000200442 0.00023642 0.000374997 0.000205678 0.000115414 0.000146737 0.000113568 0.000110703 7.12777e-05
threshold=0.089025000000000007 -0.0068949999999999992 0.15614500000000003 0.11275500000000001 -0.10653 0.15398500000000004 -0.22253999999999999 -0.094359999999999986 0.26676500000000009 -0.077999999999999986 -0.10151999999999999 -0.014754999999999999 -0.084154999999999994 0.086920000000000011 0.08919500000000001 0.107145 -0.095244999999999982
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 6 7 -3 12 9 10 11 16 -6 -14 -11 -8 -9
right_child=-2 2 -4 -5 5 -7 15 8 -10 14 -12 -13 13 -15 -16 -17 -18
leaf_value=-0.001888406726798914 0.0017323030930109149 -0.00089379149469005043 0.0018584798207914584 -0.0027464052702789936 -0.00010371660366862748 0.0018543507478152492 0.00094099146117387357 0.00069188648911663961 -0.0016189924052543861 0.0026052348321971798 -0.0024019581753862971 0.0025318839797110726 -0.00087283371629567333 -0.0035126107194397784 0.00046965020995717014 0.0031960478927554048 -0.0013004230367596908
leaf_weight=0.0014022830241456471 0.0010898970892356244 0.0010996167629267473 0.0010400803042571729 0.0010348354339376744 0.0011180107162053199 0.001511770419238446 0.0012519630833154006 0.0010153554000762455 0.0018903940614117265 0.0014276138245352772 0.0017146583397578408 0.001121744293203439 0.0012110489438921764 0.0011870043372437244 0.0014080405061862589 0.0012271465970149498 0.001029534955979905
leaf_count=492 124 94 35 203 114 41 156 19 265 146 809 79 98 55 192 153 46
internal_value=0 -0.000118655 3.66345e-06 -9.65591e-05 5.39937e-05 -0.000214131 0.00115049 -0.000452413 -6.19016e-05 0.000319534 -0.000392259 0.000695946 -0.00151945 -0.00217949 0.00154481 0.00205723 -0.000311176
internal_weight=0 0.0216911 0.0202888 0.0192487 0.0182139 0.0146352 0.00357873 0.0131234 0.00960734 0.00771695 0.00488129 0.00316663 0.00351606 0.00239805 0.00283565 0.00247911 0.00204489
internal_count=3121 2997 2505 2470 2267 1864 403 1823 1556 1291 953 144 267 153 338 309 65
is_linear=0
shrinkage=0.00533549


Tree=1508
num_leaves=17
num_cat=0
split_feature=128 124 40 48 1 0 0 52 16 42 48 3 0 15 12 1
split_gain=0.000112142 0.000125123 0.000164916 0.000203047 0.000212272 0.000240711 0.000267109 0.000165202 0.000122521 0.000219203 0.000180805 0.00025239 0.000185337 0.000235172 0.000435513 0.000100383
threshold=1.0000000180025095e-35 -0.043384999999999993 -0.067184999999999981 0.12649500000000002 0.104035 -0.17169499999999996 -0.036484999999999997 -0.11592499999999999 0.19444000000000003 0.091735000000000025 0.085700000000000012 0.084940000000000015 -0.10224499999999999 0.090455000000000021 0.084100000000000022 0.11323000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 7 -6 15 -4 9 10 11 12 -9 14 -14 -7
right_child=-2 2 3 -5 5 6 -8 8 -10 -11 -12 -13 13 -15 -16 -17
leaf_value=0.0015066224835265049 -0.0016754563662134342 -0.0019958803214068519 -0.0022119909702149779 -0.0018895957556775422 0.0031644127868110175 -0.0016460389891469877 0.0027089841398063828 -0.0018744331430446193 0.0015573746418850751 -0.0023747619441288107 -0.0013684107040611005 0.0027607962126497969 0.0020209597920766514 0.0025815438527040748 -0.0019473502028763794 0.00041030737625245752
leaf_weight=0.0015737197029306446 0.0011171462174404114 0.0011741559237081747 0.0010268039468974101 0.0013982014815394619 0.0012510100519760314 0.0011003167867356112 0.0011028959113397732 0.0011407746054434825 0.0013098183110428199 0.0011437843370235854 0.001840515935922632 0.001178763711820352 0.0014006935871766577 0.0011751269573392342 0.0017978016714351036 0.0017515945545448774
leaf_count=244 231 88 332 72 59 67 113 113 60 367 195 47 140 188 638 167
internal_value=0 5.86314e-05 -5.65011e-05 6.58064e-05 0.000224579 0.0011245 0.000479228 -0.000165368 2.58971e-05 -0.000181384 0.000112598 0.000519853 4.08262e-05 0.000540385 -0.000209537 -0.000383067
internal_weight=0 0.021366 0.0197923 0.0186181 0.0172199 0.00520582 0.00395481 0.0120141 0.0109873 0.00967746 0.00853368 0.00669316 0.0055144 0.00437362 0.0031985 0.00285191
internal_count=3121 2890 2646 2558 2486 406 347 2080 1748 1688 1321 1126 1079 966 778 234
is_linear=0
shrinkage=0.00533549


Tree=1509
num_leaves=18
num_cat=0
split_feature=41 403 42 4 133 15 4 13 15 0 160 3 2 151 0 160 12
split_gain=9.62434e-05 0.000104563 0.000125694 0.000111961 0.000220284 0.000302083 0.000294927 0.000251054 0.000197933 0.000302027 0.000209425 0.000240211 0.000192614 0.000218095 0.000206314 0.000117259 8.20949e-05
threshold=0.078475000000000017 0.10301500000000001 0.11066000000000001 -0.51843499999999987 0.048520000000000008 0.079055000000000014 -0.082109999999999975 -0.082199999999999981 -0.0088349999999999974 -0.10474999999999998 -1.0000000180025095e-35 -0.074084999999999998 0.089885000000000007 -0.0083949999999999979 -0.10224499999999999 -0.089744999999999978 0.088930000000000023
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 8 -6 -8 10 -10 15 -12 14 -14 -13 -5 -7
right_child=-2 -3 -4 4 6 16 7 -9 9 -11 11 12 13 -15 -16 -17 -18
leaf_value=-0.0016384031798175882 -0.0013836689882231613 -0.0015404334765781727 0.0019008846438762646 -0.000444299170602227 0.0031855508490615087 -0.0029703983663221275 -0.0017673032269689493 0.0018760191912417104 0.0035358456034750444 9.2278886912510922e-05 0.0022071064627435925 -0.0031511871338248329 -0.0011476544816476069 0.0017003039259540823 4.649442731570276e-07 -0.0028294061204153266 -0.00093572730914313462
leaf_weight=0.0010168998043660294 0.0013389965813779261 0.0010562984076379336 0.0010601927518564805 0.0011802911957832229 0.0013973436453817989 0.0010692599654115323 0.0010231983914031212 0.0010471261069113494 0.0010943529278062414 0.0019189455162679303 0.0013744945689014272 0.0010152915895602632 0.0011936598902675417 0.0019178777562221788 0.0012909827696593306 0.0010801436550702268 0.0011016062968053908
leaf_count=61 148 198 216 157 136 338 364 338 42 193 200 40 80 137 52 151 270
internal_value=0 6.30811e-05 0.000148705 4.94798e-05 0.000146427 -0.000141534 0.00132868 7.54118e-05 0.00018166 0.00134289 -0.000204868 0.000254103 -0.000241372 0.000607759 -0.00138699 -0.00158402 -0.0019379
internal_weight=0 0.020838 0.0197817 0.0187215 0.0177046 0.0142369 0.00346767 0.00207032 0.012066 0.0030133 0.00905274 0.00679231 0.00541781 0.00311154 0.00230627 0.00226043 0.00217087
internal_count=3121 2973 2775 2559 2498 1660 838 702 1052 235 817 509 309 217 92 308 608
is_linear=0
shrinkage=0.00523088


Tree=1510
num_leaves=17
num_cat=0
split_feature=128 133 52 0 15 1 15 47 13 48 0 15 13 13 3 48
split_gain=0.00010064 0.000102995 0.000148879 0.000233822 0.000191204 0.000152614 0.000318759 0.000226748 0.000159014 0.000129194 0.00035594 0.000162 0.000113221 0.000139969 0.000104343 8.23713e-05
threshold=1.0000000180025095e-35 0.10722500000000001 -0.40306999999999998 -0.060129999999999996 -0.024814999999999997 0.085110000000000005 -1.0000000180025095e-35 0.087235000000000021 -0.095304999999999987 0.086260000000000017 -0.22491999999999998 -0.022504999999999997 0.086705000000000018 -0.089109999999999981 -0.075359999999999996 0.10396500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 5 -5 6 -4 8 -7 10 -10 -12 13 -6 -8 -9
right_child=-2 -3 3 4 12 7 14 15 9 -11 11 -13 -14 -15 -16 -17
leaf_value=-0.0017205999557487913 -0.0016367490728930634 -0.0015451849789333786 -0.0034016486036343354 0.0033753322078105019 0.0014717520685903203 0.0025655446776798275 -0.00088762678106877745 -0.0016423161521475975 0.0036185809113472287 -0.00079194033470112032 0.001200431197354034 -0.0016669963688901875 0.0018590338864348558 -0.0011309085443778602 0.0013475286654422421 0.00013262644348212632
leaf_weight=0.0011806700322379527 0.0010874160609664609 0.0011179145651780123 0.0011651315277133147 0.001015983499453546 0.0010890404596937131 0.0012756149037542741 0.0015009630013218785 0.0019157844371200383 0.0010789984032228972 0.0017314293177763673 0.0012303323194430837 0.0011100557953199752 0.0016174761485103772 0.0013971115568427511 0.0010522363440119724 0.0012997676839845984
leaf_count=282 231 381 546 157 30 130 476 92 49 91 135 208 45 116 73 79
internal_value=0 6.16434e-05 0.000153009 0.000272712 0.00126162 -0.000106233 -0.00104287 0.000254972 0.000845317 0.000419298 0.00103262 -0.000159602 0.000738306 9.16764e-06 3.35358e-05 -0.000924861
internal_weight=0 0.0207785 0.0196606 0.0184799 0.00511961 0.0133603 0.00371833 0.00964198 0.00642643 0.00515082 0.00341939 0.00234039 0.00410363 0.00248615 0.0025532 0.00321555
internal_count=3121 2890 2509 2227 348 1879 1095 784 613 483 392 343 191 146 549 171
is_linear=0
shrinkage=0.0054422


Tree=1511
num_leaves=31
num_cat=0
split_feature=1213 14 1456 33 10 51 44 39 47 4 52 13 49 3 0 150 1 484 49 403 1 4 0 42 49 3 1 43 130 4
split_gain=0.000707743 0.000665002 0.000572243 0.000566514 0.000731607 0.000544765 0.000468549 0.000472962 0.000917459 0.000444563 0.000966988 0.000594287 0.000396952 0.000560124 0.000592278 0.000622537 0.000476516 0.000385671 0.000317422 0.000381791 0.000514751 0.000985266 0.000328629 0.000327335 0.00037086 0.000243948 0.000248102 0.00031342 0.000111305 7.41934e-05
threshold=-1.0000000180025095e-35 0.076175000000000007 -1.0000000180025095e-35 -0.0066799999999999993 -1.0000000180025095e-35 -0.40274499999999996 0.081805000000000017 0.11536 0.12431000000000002 -0.49405499999999997 0.10347000000000002 -0.091054999999999983 0.10542000000000001 0.11924500000000002 -0.23091999999999999 0.088040000000000021 0.09253500000000002 0.085130000000000011 -0.013914999999999999 0.03138500000000001 0.095285000000000022 -0.083854999999999985 -0.087319999999999995 0.088200000000000014 -0.087004999999999985 -0.078934999999999991 0.08844500000000001 0.13895500000000002 -1.0000000180025095e-35 0.056795000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 -5 -6 7 8 9 10 -7 25 13 14 -13 17 -17 18 23 20 21 -20 -22 24 -16 -11 27 -27 -21 -28
right_child=1 -3 3 4 5 6 -8 -9 -10 11 -12 12 -14 -15 15 16 -18 -19 19 28 22 -23 -24 -25 -26 26 29 -29 -30 -31
leaf_value=-0.00091256653713897974 -0.00083835002510757853 -0.00096566641871673826 -0.00094131353951727725 0.0011056636882888823 -0.0008309886346246772 -0.0012153187806264916 -0.00070017891626625967 0.001011180137150645 -0.0010481247082486111 0.00015722102631792592 0.00046065678314293666 0.0010108351029448398 0.0007656829307940826 -0.00074167104129855904 -0.00044244259669450422 -0.001342266806002565 -7.8652364799808917e-06 0.00089017369926324558 0.00025605691016729413 0.0001332414871921317 0.00067864562121413348 -0.0012894696693254494 -0.00024545737039086986 0.0010812640554910141 0.00070851490569451574 -0.00011474220801868185 0.0013953426304007873 0.00097723032261968872 0.0008014281162001364 0.00086625820605829658
leaf_weight=0.0017664117439671881 0.0014358508510681758 0.0013720621049122519 0.0010743231579950488 0.0014486007864313857 0.0013182005829854839 0.0014103445963797789 0.0014105019041750202 0.0012254598885128578 0.0013428663412966549 0.0017299814628630727 0.0013990132627768048 0.001392530047951355 0.0016760165890264958 0.0016996516345670889 0.001138007092947646 0.0010811756412438802 0.001102867017538367 0.0013099664700868549 0.001481586244428114 0.0010110268423062507 0.0014465467428058654 0.0019477964654314476 0.0017169240228574467 0.001107957858771158 0.0011466016910395291 0.0010401855738422219 0.0010928803183087865 0.0011068329322796444 0.0010234285848085278 0.001070221832279783
leaf_count=491 241 87 34 139 79 113 36 42 48 86 16 31 111 27 23 86 48 80 139 39 48 630 156 18 51 19 54 26 56 67
internal_value=0 1.14041e-05 4.63271e-05 8.07036e-05 0.000111307 6.94693e-05 0.000105319 0.00014116 0.000106174 0.000159383 -0.000380711 0.000217027 9.99073e-05 3.99349e-05 0.000118512 3.84169e-05 -0.00066844 0.000154233 7.40273e-05 -7.15261e-05 -0.000238439 -0.00062176 0.000177103 0.00044417 0.000135201 0.000610304 0.000792161 0.000448192 0.000469371 0.00113357
internal_weight=0 0.0397594 0.0383873 0.0369515 0.0358772 0.0344286 0.0331104 0.0316999 0.0304744 0.0291315 0.00280936 0.0263222 0.0202821 0.0186061 0.0169064 0.0155139 0.00218404 0.0133298 0.0120199 0.00862731 0.00659285 0.00342938 0.00316347 0.00339257 0.00228461 0.0060401 0.00431012 0.00214702 0.00203446 0.0021631
internal_count=3121 2630 2543 2302 2268 2129 2050 2014 1972 1924 129 1795 1543 1432 1405 1374 134 1240 1160 1068 973 769 204 92 74 252 166 45 95 121
is_linear=0
shrinkage=0.00142833


Tree=1512
num_leaves=17
num_cat=0
split_feature=50 47 42 12 4 42 12 159 3 48 0 16 3 3 0 52
split_gain=9.45014e-05 0.000170992 0.000142748 0.000175643 0.000282849 0.000167975 0.000160271 0.00015692 0.000154135 0.000165241 0.000173899 0.000187583 0.000148481 0.000157357 0.000146158 0.000128894
threshold=0.10647500000000001 0.13148500000000005 -1.0000000180025095e-35 0.097825000000000009 0.071150000000000005 -0.091214999999999977 0.092355000000000007 0.091530000000000014 0.12178000000000001 0.096085000000000018 -0.10224499999999999 -0.056919999999999991 0.090900000000000009 -1.0000000180025095e-35 -0.059114999999999994 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 6 -5 -1 7 8 9 10 12 15 13 -4 -13 -12
right_child=-2 -3 3 4 -6 -7 -8 -9 -10 -11 11 14 -14 -15 -16 -17
leaf_value=8.2425768493528794e-05 -0.001378499427301948 -0.0018610394940445584 0.000259414925072328 0.00023758508624405591 0.0036628202939950304 -0.0025092854878140491 -0.0016706989718754152 -0.0015605382991507755 -0.00093859314703993843 0.0023764467468725763 0.0034037112156466908 -0.0012990251944431789 0.00097417921092616622 -0.0023517228376596123 0.0012076207964527976 0.00094968278669246104
leaf_weight=0.0017446334709373956 0.0012693931796181048 0.0011468697835326216 0.0011449400018342937 0.0016410886774661506 0.0010332558638048717 0.0010556405774802676 0.001193617672580167 0.0010966540479609025 0.0017424801261519693 0.0013589985653376111 0.001129677509150398 0.001065106196602203 0.0013929148230857891 0.0012918437836189067 0.0014373275132399388 0.0011218972601693133
leaf_count=298 333 37 123 168 71 492 265 209 96 120 151 370 63 47 101 177
internal_value=0 6.32236e-05 0.000176687 0.000356862 0.00156095 -0.000894591 0.000126447 0.000294271 0.000468345 0.000714914 0.000451855 0.001107 -0.000361411 -0.00112486 0.000140722 0.00218094
internal_weight=0 0.0205969 0.0194501 0.0166498 0.00267434 0.00280027 0.0139755 0.0127818 0.0116852 0.00994271 0.00858371 0.00475401 0.0038297 0.00243678 0.00250243 0.00225157
internal_count=3121 2788 2751 1961 239 790 1722 1457 1248 1152 1032 799 233 170 471 328
is_linear=0
shrinkage=0.00512831


Tree=1513
num_leaves=17
num_cat=0
split_feature=11 2 48 2 1 3 43 457 3 4 133 1 0 16 0 4
split_gain=0.000100998 0.000123063 0.000130813 0.000148992 0.000219731 0.000456771 0.000192743 0.000249757 0.000253075 0.000159473 0.000151689 0.000137422 0.000126466 0.000156507 5.25927e-05 4.99665e-05
threshold=0.081790000000000015 -0.0091949999999999983 -0.086869999999999989 0.088225000000000012 0.10508500000000001 0.10893000000000001 0.016310000000000002 0.088585000000000011 0.088060000000000013 0.033845000000000007 0.090310000000000015 0.13075500000000004 -0.083914999999999976 -0.088394999999999987 -0.083264999999999992 -0.080364999999999978
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 11 6 -6 7 8 10 -7 14 12 13 -4 -5 -8
right_child=-2 2 3 4 5 9 15 -9 -10 -11 -12 -13 -14 -15 -16 -17
leaf_value=0.0019473458424128863 -0.0013947999460217613 -0.0019156072664975902 -0.0014550709399846085 0.001459714759944805 0.0046784196196381364 0.0020035136776517756 0.0021916162785487027 0.0017536734439067424 -0.0031181875321992965 -0.00086663474506353628 -0.0020774369375650861 0.0010168253436495154 -0.0022492469980698615 0.00092851052070421782 -0.00025649906564863034 0.00054920051654148115
leaf_weight=0.0010369807818766249 0.0015292503949451133 0.0010554856210502886 0.0018932341613815407 0.0010020337674418152 0.0010580561257619589 0.0010152768172240201 0.0010865597080460532 0.0011393285695362465 0.0014007113404215232 0.0014462945310662612 0.00100963474328572 0.001314652551402673 0.0016690841175059081 0.0015387312330986253 0.0012202547977316928 0.0012023902385968899
leaf_count=151 175 67 282 193 174 71 29 52 68 92 282 33 552 433 254 213
internal_value=0 8.50715e-05 -1.62917e-05 9.51038e-05 0.000471047 0.00162822 -3.42093e-05 -0.00057475 -0.00114739 0.00031716 -0.000293251 -0.000583486 -0.000995921 -0.000386386 0.000517345 0.00132885
internal_weight=0 0.0200887 0.0190517 0.0179962 0.0115805 0.00351963 0.00806091 0.00577196 0.00463263 0.00246157 0.00323192 0.0064157 0.00510105 0.00343197 0.00222229 0.00228895
internal_count=3121 2946 2795 2728 1428 337 1091 849 797 163 729 1300 1267 715 447 242
is_linear=0
shrinkage=0.00555105


Tree=1514
num_leaves=17
num_cat=0
split_feature=403 403 160 52 49 12 474 4 2 133 151 3 1 42 0 0
split_gain=0.000101186 0.000165071 0.000163096 0.000177388 0.000322187 0.000292186 0.000282184 0.000279425 0.000540579 0.000266824 0.000230032 0.00019714 0.000179972 0.000163513 0.000109786 0.000105008
threshold=0.10301500000000001 0.03138500000000001 -0.22361499999999998 0.077655000000000016 -0.043469999999999995 0.091545000000000015 0.084660000000000027 0.053180000000000012 0.097845000000000015 0.084655000000000022 -0.073794999999999986 0.10732000000000001 0.10937500000000001 0.092620000000000022 -0.22491999999999998 -0.10151999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 10 9 7 8 -6 -5 -4 13 14 15 -12 -9
right_child=-2 -3 3 5 6 -7 -8 11 -10 -11 12 -13 -14 -15 -16 -17
leaf_value=-0.0021342634790042008 -0.0016556782575829025 0.0017116597636631847 0.0031371080436259639 0.0031088828144891513 -0.0042738154452185888 -0.001074390363858133 0.0015857314176065274 0.0020079373190350865 0.00025181379352535218 -0.00028651425176061927 0.0005988778523108605 -0.0020738254628212319 0.0020915846119624842 -0.0014330129268949809 -0.0018767343178277907 -0.00019152006104619017
leaf_weight=0.0010342899577630007 0.0010211303506178762 0.0015979150585373461 0.0010562041655396981 0.001914689323497947 0.001833569189579682 0.0013329278243416898 0.0012245938894968047 0.0013932005479676546 0.0012730278197497502 0.0010045229281864243 0.0010001204231002703 0.0014113030576646812 0.0010086664822432923 0.001103277866819477 0.0010404929542533461 0.0011104526900932166
leaf_count=301 202 174 166 284 649 206 253 67 197 111 29 78 57 126 90 131
internal_value=0 6.55252e-05 -7.48268e-05 4.54674e-05 -0.000254744 0.000995416 -0.000801858 -0.00116172 -0.00241929 0.0019405 0.000991201 -0.000383207 0.000247905 0.00027829 -0.000663418 0.00103241
internal_weight=0 0.0203393 0.0187413 0.017707 0.0134549 0.00425214 0.00934943 0.00812483 0.0031066 0.00291921 0.00410548 0.00501823 0.00304928 0.00360693 0.00204061 0.00250365
internal_count=3121 2919 2745 2444 1843 601 1501 1248 846 395 342 402 176 324 119 198
is_linear=0
shrinkage=0.00533549


Tree=1515
num_leaves=16
num_cat=0
split_feature=403 52 1 47 51 50 1 16 43 16 133 48 12 3 3
split_gain=9.25827e-05 0.000137473 0.000172646 0.000158244 0.000148404 0.000162411 0.000202939 0.000258264 0.000182002 0.000167218 0.000324045 0.000203378 0.000332301 5.93211e-05 6.70256e-05
threshold=-1.0000000180025095e-35 -0.24456499999999998 0.13842500000000005 0.087235000000000021 -0.076794999999999988 0.088535000000000016 0.10060500000000001 -0.070454999999999976 -0.15582499999999996 0.15891500000000003 0.089755000000000015 0.085875000000000021 0.084100000000000022 0.090900000000000009 -0.03694999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 -3 6 8 -8 -6 10 11 12 -10 14 -5
right_child=1 2 -4 13 5 -7 7 -9 9 -11 -12 -13 -14 -15 -16
leaf_value=-0.0012067446712262465 -0.0010801837177590451 -0.00103225949530695 0.0019999819321915337 -0.0012047625724072061 0.0017216041098432782 -0.0010176308759727573 0.00059442650702602349 0.0034593114268511881 0.0021085904358301307 -0.0016164994343518121 0.002340998392971771 -0.001883571560086993 -0.0010613328027231968 -0.0016966809893575868 0.0003885166641667961
leaf_weight=0.001267080704472622 0.0019642730924508403 0.0015448865041985818 0.00102882895305302 0.0010720960519194911 0.0014855827318527312 0.0013537775502726898 0.0016502460544500636 0.0010792838089004339 0.0012354569941737106 0.0011546452528925499 0.0012310989275430284 0.0012169015657403914 0.0015413287283369409 0.0010760551337369861 0.0011190033857344508
leaf_count=756 339 289 129 158 71 272 195 106 114 26 120 95 363 55 33
internal_value=0 6.30584e-05 0.000189295 7.81462e-05 0.000295879 0.000467603 0.000657387 0.00172723 0.000286101 -4.81852e-05 0.000298403 -0.000331251 0.00034904 -0.000821079 -0.000391068
internal_weight=0 0.0197535 0.0177892 0.0167604 0.0134932 0.0119483 0.0105945 0.00272953 0.00786501 0.00637943 0.00522479 0.00399369 0.00277679 0.00326715 0.0021911
internal_count=3121 2365 2026 1897 1651 1362 1090 301 789 718 692 572 477 246 191
is_linear=0
shrinkage=0.00455379


Tree=1516
num_leaves=28
num_cat=0
split_feature=14 33 10 150 1456 453 11 4 1374 158 1213 14 2 0 403 15 52 130 49 3 15 49 43 43 2 15 0
split_gain=0.000669043 0.000533593 0.000838691 0.00046214 0.000770114 0.000503548 0.000522768 0.000770443 0.000440576 0.000495436 0.000460378 0.000431892 0.000398929 0.000398866 0.000370454 0.000502015 0.000625303 0.00056301 0.000551609 0.000446128 0.000322476 0.000477551 0.000226033 0.000367427 0.000302487 0.000218304 0.000268054
threshold=0.076175000000000007 -0.0066799999999999993 -1.0000000180025095e-35 -0.22665999999999997 -1.0000000180025095e-35 1.0000000180025095e-35 0.089270000000000002 0.27287000000000006 -0.094929999999999987 1.0000000180025095e-35 -1.0000000180025095e-35 -0.46596499999999991 0.13712500000000002 -0.13027499999999997 -1.0000000180025095e-35 0.088235000000000022 0.09086000000000001 -1.0000000180025095e-35 -0.014169999999999999 -0.10519499999999998 -0.094549999999999981 -0.073374999999999982 -0.09225499999999999 -0.074359999999999996 0.098260000000000014 0.090615000000000015 -0.10011499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 -5 6 7 8 -6 10 -10 -9 13 20 -15 17 25 -16 -19 -20 -12 -22 -21 -24 -25 -17 -27
right_child=-2 2 3 4 5 -7 -8 11 9 -11 12 -13 -14 14 15 16 -18 18 19 22 21 -23 23 24 -26 26 -28
leaf_value=-0.001062590487283199 -0.001060127407176728 0.0012546957437823431 0.00091266180644172497 -0.0012730127192774267 -0.00080313930293430852 -0.00095725562437531551 -0.00098563196783297159 7.3896763548948296e-05 -0.0007700556593691635 -0.00091672067937649993 0.0011657717375104912 0.0013084909357274502 -0.0005512005405443898 -0.00074276105338759695 -0.0010382257167557694 0.0014030220855136143 -0.00043739438718464217 -0.00081168353415362194 0.00090629508082078756 -0.00052149112369995285 -0.00047035067146231465 0.00085510221438291545 0.00071574267484716589 -0.00050381986468934299 0.00041215588117930323 0.0011501283366587764 8.2139849135291697e-05
leaf_weight=0.0010191267689076957 0.0013717658457208506 0.0012791975636127209 0.001239011394801536 0.0011070374849748146 0.0014478708998630898 0.0011813496821191363 0.0010763295045510537 0.001037961431674006 0.0013065717727225304 0.0011446557569716456 0.0016036699727237647 0.0017462102690227457 0.0016945822421963177 0.0010983542554998662 0.0010951068273055151 0.0012786193438785185 0.0010345796985429256 0.0012984860335565349 0.0018542155685352573 0.0012294404997703597 0.0010755905266801591 0.0014891849524474197 0.0019891163334168601 0.0019058869218964965 0.0014650238035358587 0.0010731426093570917 0.0010867002935484038
leaf_count=34 101 139 29 269 49 63 77 39 414 160 45 197 55 411 65 19 111 117 72 48 42 40 256 128 83 10 48
internal_value=0 1.84887e-05 5.01139e-05 4.19743e-06 -3.06296e-05 1.34348e-05 5.16191e-05 9.01763e-05 9.53165e-06 5.71248e-05 0.000104402 0.000848224 0.000155702 0.000213918 0.000107553 0.000168554 0.000595775 -7.77997e-06 0.000108051 0.00024949 0.000632613 0.000299247 6.4671e-05 0.00019912 -0.00010573 0.000906639 0.000612782
internal_weight=0 0.035857 0.0348379 0.0335587 0.0323197 0.0312126 0.0300313 0.028955 0.0261708 0.0247229 0.0235783 0.00278417 0.0222717 0.0205771 0.0164087 0.0153103 0.00447304 0.0108373 0.00974217 0.00844368 0.00416845 0.00256478 0.00658947 0.00536003 0.00337091 0.00343846 0.00215984
internal_count=3121 3020 2986 2847 2818 2549 2486 2409 2173 2124 1964 236 1550 1495 1368 957 188 769 704 587 127 82 515 467 211 77 58
is_linear=0
shrinkage=0.00151575


Tree=1517
num_leaves=28
num_cat=0
split_feature=1456 128 14 124 453 1213 39 3 52 1374 0 132 133 42 43 151 49 4 15 47 1 3 123 13 0 15 0
split_gain=0.000596515 0.000604129 0.000462637 0.000522294 0.000397351 0.000413286 0.000400991 0.000470564 0.000467105 0.000428569 0.000485442 0.000325899 0.000342861 0.000465515 0.000446424 0.000523583 0.000394201 0.000360426 0.000317436 0.000321998 0.000548822 0.000516038 0.000316412 0.000269954 0.000363719 0.000337284 0.000126423
threshold=-1.0000000180025095e-35 0.089290000000000022 0.076175000000000007 -0.043384999999999993 1.0000000180025095e-35 -1.0000000180025095e-35 -1.0000000180025095e-35 0.149315 -0.43320999999999993 -0.094929999999999987 -0.23091999999999999 0.079970000000000013 0.093615000000000018 0.08623500000000002 -0.088704999999999992 -0.016164999999999995 0.094245000000000009 -0.27825499999999997 -0.10324499999999999 0.092165000000000011 0.086560000000000012 -0.069009999999999974 0.083855000000000013 -0.014169999999999999 -0.082974999999999979 0.090455000000000021 -0.065229999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 22 5 -5 -7 8 -8 -10 -11 12 13 14 -12 -16 17 -17 -19 20 21 -20 -2 24 25 -15 -9
right_child=1 -3 -4 4 -6 6 7 26 9 10 11 -13 -14 23 15 16 -18 18 19 -21 -22 -23 -24 -25 -26 -27 -28
leaf_value=-0.00088042580446452917 0.00011593533927700569 -0.00092904547511587338 -0.00083884957759627454 -0.00069599950030897382 -0.0006773916327395674 -0.00074699878602209183 -0.00081269842745018499 0.0011321264924137927 -0.00062544232541110456 0.00096269867180089617 -0.00076431951911549241 0.0006638215379615851 -0.00051854332752708586 0.00016765827119193593 0.00093505871601516242 -0.00078279519039899169 0.00076554847033304899 -0.00049733264536267776 -0.00016305912847048583 0.00084348592584922708 -0.00062778434361203048 0.0011830404427400493 0.0011459100561689113 0.00088368282018574603 -0.00027950785657338651 0.0012052395063295931 0.0004361758772451536
leaf_weight=0.0014998552698534109 0.0010082556998911576 0.0012677686262592127 0.0011002843955623112 0.0013193223438537896 0.0014604334147052525 0.0010430829295273716 0.0010861347301241433 0.0010218733504743227 0.0014053888231302372 0.0014251796327755415 0.0014500290951522362 0.0019621215120788618 0.0017925402376633972 0.0015925847408868599 0.0012002774803463465 0.0014495088881289935 0.0010419552050460199 0.0019326018481500189 0.0012631837651864335 0.0010912443883732692 0.0016609787406238752 0.00100096596871073 0.0013927765699754402 0.0018629184185154904 0.0016098890038365177 0.0010001325327269051 0.0010254433726939452
leaf_count=288 70 174 79 394 65 24 215 84 48 46 103 164 276 137 86 48 53 64 200 10 65 17 170 40 143 20 38
internal_value=0 2.06584e-05 5.4864e-05 8.37019e-05 3.6004e-05 7.04603e-05 0.000105428 0.000137326 8.61015e-05 0.000125558 0.000170786 0.000119277 6.57168e-05 0.0001234 -3.54139e-05 6.39153e-05 -4.68437e-05 -0.000147633 -1.51423e-05 0.000170626 -1.64394e-05 0.000432043 0.000713397 0.000439972 0.000243285 0.000567902 0.000783544
internal_weight=0 0.0364669 0.0351991 0.0340988 0.0316978 0.0302374 0.028918 0.027875 0.0258276 0.0247415 0.0233361 0.0219109 0.0199488 0.0181563 0.0120907 0.0106407 0.00944044 0.00839848 0.00694897 0.00501637 0.00392513 0.00226415 0.00240103 0.00606552 0.00420261 0.00259272 0.00204732
internal_count=3121 2833 2659 2580 2340 2275 1881 1857 1735 1520 1472 1426 1262 986 646 543 457 404 356 292 282 217 240 340 300 157 122
is_linear=0
shrinkage=0.00140032


Tree=1518
num_leaves=17
num_cat=0
split_feature=42 52 52 49 43 40 48 4 484 16 48 16 52 4 1 3
split_gain=0.000101712 0.000140152 0.000229731 0.000159362 0.000189702 0.000233852 0.000203611 0.000155187 0.000204257 0.000194428 0.000220858 0.000186176 0.000183818 0.000183439 0.000180569 8.90996e-05
threshold=-0.11051499999999999 0.19022000000000003 0.13140000000000004 -0.15986999999999998 0.21122500000000002 -0.013874999999999998 0.11951500000000001 0.24564500000000003 0.085515000000000022 -0.094359999999999986 0.088965000000000002 -0.056919999999999991 0.08709500000000002 -0.0019149999999999998 0.08844500000000001 -0.074939999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 -5 7 8 9 -7 11 14 13 -13 -11 -9
right_child=1 -3 -4 4 -6 6 -8 15 -10 10 -12 12 -14 -15 -16 -17
leaf_value=-0.0014382210049776135 0.0020471721563656881 -0.0015465324948886901 0.0027878697390472237 0.0023144329545565063 -0.00240122650500304 -0.0020766276712006196 -0.0025414579615100508 0.0024370458631160384 0.0018943281325192218 -0.00085715418628599027 0.0020837156742726779 -0.0035120329971232572 0.00047754826809425844 -0.00055340682013380429 0.0022143093676191645 0.00019414275548917934
leaf_weight=0.0014439491022177611 0.00117165465713187 0.0014944584572160182 0.0010151431265692503 0.0013202132728929736 0.0010108771623461013 0.0019206531094570203 0.0010015160078493688 0.0011810926609778782 0.0012410633031945126 0.0011556333027670221 0.0012015049985643067 0.001366692196624969 0.0012502395548618095 0.0012241351023917369 0.0012045625373866553 0.0010145886226569098
leaf_count=181 56 328 60 240 163 192 50 93 188 527 153 441 35 161 131 122
internal_value=0 8.79046e-05 0.000221529 7.0629e-05 -7.32757e-05 8.27572e-05 -0.000131336 5.78285e-05 -0.000221256 -0.000502866 -9.45525e-05 -0.000516596 -0.00127055 -0.00211412 0.000710415 0.00140064
internal_weight=0 0.019774 0.0182796 0.0172644 0.0160928 0.0150819 0.0137617 0.0127602 0.0105645 0.00932342 0.00740277 0.00620126 0.00384107 0.00259083 0.0023602 0.00219568
internal_count=3121 2940 2612 2552 2496 2333 2093 2043 1828 1640 1448 1295 637 602 658 215
is_linear=0
shrinkage=0.00555105


Tree=1519
num_leaves=16
num_cat=0
split_feature=41 403 403 42 43 1 52 40 2 1 0 3 49 12 16
split_gain=9.2856e-05 9.68103e-05 0.00012372 0.000157626 0.000231318 0.000227264 0.000190561 0.000134824 0.00013425 0.00026561 0.000230191 0.000150744 0.00013897 0.000212653 0.000146879
threshold=0.078475000000000017 0.10301500000000001 0.03138500000000001 -1.0000000180025095e-35 -0.17390999999999998 0.11507500000000002 0.15915500000000002 -0.0067649999999999993 0.11215000000000001 0.10374500000000002 -0.15202999999999997 0.092670000000000016 -0.080604999999999982 0.084100000000000022 -0.056919999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 5 -5 -1 7 -6 9 11 -10 12 -9 14 -14
right_child=-2 -3 -4 4 6 -7 -8 8 10 -11 -12 -13 13 -15 -16
leaf_value=-0.0034191221478869281 -0.0015661491630768584 -0.0016969820374156566 0.0017542718547675197 0.0028968410825917917 0.002082458204360556 0.00045518702065714143 -0.0019259031152135944 0.0011950103345938193 -0.0031753598054664878 0.0023710521221607982 0.0004195664706834292 0.0014764827000662095 0.0012128277641462889 -0.0028066486033142034 -0.0017378477858680953
leaf_weight=0.0010483117783797449 0.0012596469247201361 0.0010054742635908489 0.0015843192701173172 0.0010609355781188165 0.0012960341883789953 0.0010533146585947062 0.0015192430009931543 0.001145827600943841 0.0010808332257790099 0.001897627980316674 0.0014437326423624173 0.001562500907045461 0.0013927198752992087 0.001586125952092593 0.001009948225738075
leaf_count=615 148 198 162 51 211 47 280 69 44 162 200 78 55 639 162
internal_value=0 8.36212e-05 0.000179457 3.35256e-05 0.000245276 -0.00147736 4.33942e-05 0.000284373 7.4794e-05 0.000425603 -0.00111952 -0.00012564 -0.000613176 -0.0011326 -2.74724e-05
internal_weight=0 0.0196869 0.0186815 0.0170972 0.0149955 0.00210163 0.0139346 0.0124154 0.0111193 0.00859475 0.00252457 0.00669712 0.00513462 0.00398879 0.00240267
internal_count=3121 2973 2775 2613 1951 662 1900 1620 1409 1165 244 1003 925 856 217
is_linear=0
shrinkage=0.00589082


Tree=1520
num_leaves=29
num_cat=0
split_feature=1213 14 1456 51 3 39 453 51 48 0 49 150 474 12 12 2 15 0 13 1 4 1 42 42 151 2 13 2
split_gain=0.000646662 0.000556345 0.000474892 0.000421475 0.000367629 0.000534325 0.000608168 0.000424548 0.00039394 0.000670094 0.000551212 0.000525411 0.000407671 0.000550652 0.000564837 0.000442927 0.000406145 0.000451675 0.000380102 0.000404212 0.000739117 0.000378147 0.000311132 0.000277465 0.000250774 0.000182775 0.000449996 0.000109486
threshold=-1.0000000180025095e-35 0.076175000000000007 -1.0000000180025095e-35 -0.40274499999999996 0.30112000000000005 0.084405000000000008 1.0000000180025095e-35 0.14330000000000001 0.12737000000000001 -0.23091999999999999 0.10595500000000001 0.08882000000000001 0.084660000000000027 0.086700000000000013 0.092355000000000007 0.092235000000000025 -0.10324499999999999 -0.10151999999999999 -0.42195999999999995 0.11588000000000001 -0.083644999999999983 0.093205000000000024 -0.0060199999999999993 0.088380000000000014 -0.014594999999999999 0.10467500000000002 -0.0082249999999999979 0.084145000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 5 6 7 8 9 -5 11 12 13 16 15 23 -11 27 -16 20 -20 -7 -23 -15 -13 26 -19 -18
right_child=1 -3 3 4 -6 21 -8 -9 -10 10 -12 24 -14 14 18 -17 17 25 19 -21 -22 22 -24 -25 -26 -27 -28 -29
leaf_value=-0.00093561274248043082 -0.00085158315235958138 -0.00098728825471770614 -0.00079125393073655186 0.0010462161547970042 0.0009386528800073877 -0.00012954253356896653 -0.0010442205974261274 -0.00089555892186526692 -0.0008321890839147238 -0.0010640178564613786 0.0010502769612224412 -0.00017931264211422328 0.00096174470572194925 -9.911876353727729e-05 0.00063713768777539151 0.0013963692245482614 0.00077601056935998824 9.9880149354087257e-05 0.00018926995411135453 0.0005140367264383081 -0.0012560771625909229 0.00038479112762551676 0.0014885575798357369 0.0008230163190554988 -0.0012639527614252202 8.4002414951376834e-05 -0.0012509575063397969 9.1942201043517373e-05
leaf_weight=0.0017426914494420567 0.0012994289291873009 0.0012433314794617614 0.0012187627660742431 0.0018701544492927191 0.0013053727577720933 0.0010008321388852428 0.0012078941656801226 0.0010285803730964984 0.0010014645639557776 0.0013274697296936644 0.0013229712743684776 0.0010137258656461867 0.0012317838183897303 0.0015931836543092159 0.0014754143030586368 0.0014100987702034828 0.0010953230516861368 0.001001570400730567 0.0016823926693856229 0.0011787577834603269 0.0017005673283311436 0.0011007346659459571 0.0013704820730361111 0.0015280282602549988 0.0010244390394802396 0.0010217548171844726 0.0014326224257477154 0.001142718584425495
leaf_count=491 241 87 79 48 130 51 60 70 33 66 109 67 158 198 10 53 10 148 90 44 313 17 229 101 72 31 85 30
internal_value=0 2.88137e-05 6.5341e-05 0.000101135 0.00013505 0.000100951 2.82733e-05 7.79401e-05 0.000117906 0.000157464 8.25363e-05 2.11604e-05 0.000101905 4.1692e-05 0.00026466 0.00067722 -0.000293912 -0.000114373 -4.49966e-05 -0.000265622 -0.000537286 0.000672209 0.000996916 0.000352324 -0.000724483 -0.000464788 -0.000695143 0.000426733
internal_weight=0 0.0358299 0.0345865 0.0332871 0.0320683 0.030763 0.0272909 0.026083 0.0250544 0.024053 0.0221828 0.0208599 0.0188217 0.0175899 0.0105684 0.00453131 0.00702146 0.00569399 0.00603713 0.00456172 0.00338296 0.00347205 0.00247122 0.00312121 0.00203816 0.00345595 0.00243419 0.00223804
internal_count=3121 2630 2543 2302 2223 2093 1796 1736 1666 1633 1585 1476 1337 1179 809 352 370 304 457 447 403 297 246 299 139 264 233 40
is_linear=0
shrinkage=0.00154607


Tree=1521
num_leaves=31
num_cat=0
split_feature=14 3 124 33 456 1213 158 52 47 48 50 51 52 3 159 1 133 42 43 42 1374 2 3 403 0 2 15 15 1 12
split_gain=0.000647678 0.000717728 0.000564599 0.000612206 0.000498671 0.00057534 0.000536679 0.000632672 0.000523301 0.000467405 0.000743652 0.00062559 0.000610096 0.000874311 0.000706188 0.000900757 0.00048429 0.000398194 0.000369738 0.000499439 0.000338295 0.00036831 0.000405557 0.000267727 0.000512825 0.000217011 0.000204274 0.000286945 0.000186725 0.000137735
threshold=0.076175000000000007 0.30112000000000005 -0.043384999999999993 -0.0066799999999999993 0.086265000000000022 -1.0000000180025095e-35 0.087355000000000016 -0.23798499999999997 0.11635500000000001 0.12649500000000002 0.10156500000000002 0.13095500000000002 0.016565000000000003 -0.12018999999999998 -0.21548999999999999 0.095285000000000022 0.10622000000000002 -0.025789999999999997 0.016310000000000002 0.088465000000000002 -0.094929999999999987 0.11093500000000002 0.10542000000000001 0.03138500000000001 -0.10096999999999999 0.087195000000000009 -0.10324499999999999 -0.094549999999999981 0.084525000000000003 0.091475000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 17 -4 5 -5 7 8 29 10 12 -11 13 28 -14 16 18 -1 19 25 -15 22 23 24 26 -16 -22 -28 -9 -7
right_child=-2 -3 3 4 -6 6 -8 9 -10 11 -12 -13 14 20 15 -17 -18 -19 -20 -21 21 -23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=-0.00016462664840579541 -0.0010918626701261899 0.00086792409223026537 -0.0012868170295152659 -0.00099886626374348533 -0.0011290653761961533 -0.0014282754223532083 -0.00092280761238655129 0.00061574125583298137 7.8938991913320966e-05 -0.0013977790667136026 -0.0010588711857041425 0.00013570725699741149 0.00086158013362026972 -0.00060543785529880347 3.9617001228539484e-05 -0.001411678470816483 -0.00083076625875765911 0.0010310194324469378 0.00074248322382588247 0.0004984682621793884 -0.00019311639136359248 -0.00041641994834484884 0.0010402974243497926 0.00077611231733243358 -0.00062829621098453136 -0.00078302587593587919 0.00093308014088979297 8.6317717092027218e-05 0.0014177572731254326 -0.00071737429365990738
leaf_weight=0.0010328099227479015 0.0015739669881114074 0.0013450016539041645 0.0010991884472417715 0.0016372953069230247 0.0011504827578414636 0.0011265675875788963 0.0016564475905747047 0.0010452405805665326 0.0012454255831855221 0.0011131341421961585 0.0011947679938080205 0.0010591308305265557 0.0011763959861479387 0.0011645530500032928 0.0010185730990448505 0.0013044302430533783 0.0015567901112444327 0.0012633604301621739 0.0012848349392955427 0.0016520681186844577 0.0011905517068413474 0.0016315875497782137 0.0013576434790536496 0.0013109170991874031 0.0016041660213474583 0.0018287929762044186 0.0015887546317117085 0.001679570465064722 0.0013664686471789311 0.0010978324466439093
leaf_count=55 101 130 22 470 155 107 177 28 30 28 200 25 71 30 103 29 127 176 78 70 22 64 28 37 402 73 19 41 66 157
internal_value=0 -0.000157674 -0.000193561 -0.000237195 -0.000204271 -0.000172878 -0.00013095 -8.8082e-05 -0.000662366 -1.46288e-05 4.06845e-05 -0.000650097 9.59724e-05 0.000288089 -0.000176684 -0.000317961 -0.000123619 0.000493222 6.67038e-05 -0.000126268 0.000124473 0.000206495 0.000322893 0.00019081 6.42591e-05 -0.000488746 0.000313419 0.000497935 0.00107016 -0.00107742
internal_weight=0 0.0397828 0.0384378 0.0361416 0.0350424 0.0338919 0.0322546 0.0305982 0.00346983 0.0271284 0.0249561 0.00217226 0.0237613 0.0139395 0.00982189 0.00864549 0.00734106 0.00229617 0.00578427 0.00449943 0.0115277 0.0103632 0.0087316 0.00737396 0.00606304 0.00284737 0.00445888 0.00326833 0.00241171 0.0022244
internal_count=3121 3020 2890 2659 2637 2482 2012 1835 294 1541 1488 53 1288 737 551 480 451 231 324 246 643 613 549 521 484 176 82 60 94 264
is_linear=0
shrinkage=0.00142833


Tree=1522
num_leaves=29
num_cat=0
split_feature=14 1213 1456 1374 11 51 15 453 4 484 15 130 0 52 15 47 4 16 2 13 3 4 151 1 1 51 133 13
split_gain=0.000521555 0.000495436 0.000497358 0.000416507 0.000395314 0.00044475 0.000542467 0.000514821 0.000474681 0.000477035 0.000511471 0.000476882 0.000572044 0.000403852 0.000485326 0.000345379 0.000395437 0.000570941 0.000913721 0.000370883 0.000305277 0.000226461 0.000223215 0.000225038 0.000171993 0.000111095 8.94203e-05 5.58601e-05
threshold=0.076175000000000007 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.094929999999999987 0.089270000000000002 0.012085000000000002 0.035560000000000008 1.0000000180025095e-35 0.27834500000000006 0.084750000000000006 0.088235000000000022 -1.0000000180025095e-35 0.18019500000000002 0.091820000000000013 0.091915000000000011 0.09550500000000002 0.052250000000000012 0.27252000000000004 0.092365000000000017 -0.082014999999999991 -0.074084999999999998 0.42642000000000008 -0.016164999999999995 0.10089500000000001 0.094825000000000007 -1.0000000180025095e-35 -0.083244999999999986 -0.071554999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 5 7 22 8 9 10 11 -5 15 14 26 16 17 18 19 -13 -17 -10 -7 -24 -18 -22 -12 -16
right_child=-2 2 3 4 -6 6 -8 -9 21 -11 13 12 -14 -15 27 20 24 -19 -20 -21 25 -23 23 -25 -26 -27 -28 -29
leaf_value=-0.0007818396825631515 -0.00094529492924274618 -0.00085254579984766652 -0.0006607982874246792 -0.0010431717280012496 -0.00059744609015816236 0.0012221710204933268 -0.00035486781689747873 -0.00083279527744021002 0.0011970368629909279 0.00077584877242553964 0.0013381990160013261 0.00015177491423488886 0.00093138475632594583 -0.00045263469055746222 0.00029530766644330253 0.00085090397071026648 -0.001146564213683716 -0.0010432226186500703 0.0009249415766170013 -0.0009589233317904523 -0.00038763388617589852 0.000280476706181007 0.00010831103945640245 0.00087367723249453491 -0.00039829416364362273 0.00024387938686828428 0.00075546879487490225 -0.000176013776656257
leaf_weight=0.0015456532192726904 0.0012092335325979411 0.0012132298553637613 0.0014814006303041074 0.0011621002367106512 0.001512777416868615 0.0013464483280820616 0.0011740328960589963 0.0012349593735763156 0.0011138661532944507 0.0016746211395073365 0.0010008532223295674 0.0011581592093495826 0.0010327722692551342 0.0010102405695713301 0.0010084705904640501 0.0010319354180037266 0.0013863273925869279 0.0010858756459828367 0.0017005532461189521 0.0013038052072102983 0.001188135172943916 0.001086296296836764 0.0014298879203940009 0.0017343670975182857 0.0011436767714485541 0.0010893723809104472 0.0011597249144266178 0.0010441696129976918
leaf_count=477 101 241 53 118 93 54 71 66 89 137 20 169 15 166 33 71 139 104 103 185 23 178 132 93 22 26 64 78
internal_value=0 8.78874e-06 4.52587e-05 7.89868e-05 0.000114553 0.000151313 0.000509982 6.49757e-05 0.000114514 4.58312e-05 -2.0228e-05 -0.000169135 -8.5334e-05 0.000358427 0.000552902 -0.000180036 -0.000344467 -0.000120869 0.000119745 -0.000436428 0.000206437 0.000744499 0.000735083 0.000527818 -0.000808312 -8.55699e-05 0.00102541 5.55484e-05
internal_weight=0 0.0350537 0.0335081 0.0322948 0.0308134 0.0293007 0.00568474 0.0236159 0.022381 0.0201808 0.0185062 0.0132827 0.0121206 0.00522346 0.00421322 0.0110878 0.0077784 0.00524839 0.00416252 0.00246196 0.00330944 0.00220016 0.0045107 0.00316426 0.00253 0.00227751 0.00216058 0.00205264
internal_count=3121 3020 2543 2302 2249 2156 350 1806 1740 1473 1336 975 857 361 195 842 722 561 457 354 120 267 279 225 161 49 84 111
is_linear=0
shrinkage=0.00142833


Tree=1523
num_leaves=16
num_cat=0
split_feature=147 484 42 50 48 4 43 151 52 133 52 47 48 4 52
split_gain=9.7153e-05 0.00015527 0.000129337 0.00018317 0.000189683 0.000174318 0.000176908 0.000172417 0.00019563 0.000279863 0.000364575 0.000178893 0.000133559 0.000112886 0.000184516
threshold=0.089025000000000007 -0.0068949999999999992 0.10256000000000001 0.099210000000000007 0.11951500000000001 0.40473500000000007 0.12450000000000001 -0.086769999999999986 0.11434500000000002 -0.0061299999999999992 0.083680000000000018 0.09550500000000002 0.091545000000000015 -1.0000000180025095e-35 -0.0073049999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 6 7 -3 9 -9 11 12 13 14 -11
right_child=-2 2 -4 -5 -6 -7 -8 8 -10 10 -12 -13 -14 -15 -16
leaf_value=-0.0018672545431269053 0.0015512820595839269 0.0016166495923211907 -0.0013839216330927869 0.0022572786405630064 -0.0021450589754361546 0.0020078784880112185 0.001642979143183589 -0.0025585596427438739 -0.0025019009633389499 -0.0015553523616401866 0.0024287319702312737 0.0011493279110785222 0.00079042355296248196 -0.0022664690206396594 0.0012316920023162684
leaf_weight=0.0012829937642722103 0.0010164561785818141 0.0012581324449700846 0.0016571395380734202 0.0010556123014631149 0.0010468832006136344 0.0012755033634513089 0.0015705580286676521 0.0012080014724176477 0.0011178276468327706 0.0018289035564360845 0.0015515620891259907 0.001660567034905025 0.0011504178535179932 0.0017095614093082245 0.0010083146000296472
leaf_count=492 124 161 300 174 52 170 135 474 179 311 160 68 75 134 112
internal_value=0 -0.000105731 1.26008e-05 0.000145284 9.22741e-06 0.000156254 -1.16772e-05 -0.000219688 -0.000425324 -0.00019589 0.00012446 -0.000361451 -0.000801799 -0.00120466 -0.000564869
internal_weight=0 0.020382 0.019099 0.0174418 0.0163862 0.0153393 0.0140638 0.0124933 0.0112352 0.0101173 0.00890933 0.00735776 0.0056972 0.00454678 0.00283722
internal_count=3121 2997 2505 2205 2031 1979 1809 1674 1513 1334 860 700 632 557 423
is_linear=0
shrinkage=0.00523088


Tree=1524
num_leaves=16
num_cat=0
split_feature=11 0 4 48 13 43 39 48 1 2 2 13 52 0 4
split_gain=8.96665e-05 0.000109452 0.000283865 0.000175386 0.000175275 0.000163622 0.000185424 0.000187928 0.000142401 0.000259799 0.00024096 0.000140138 0.000188406 0.000142296 0.00011557
threshold=0.081790000000000015 -0.0058249999999999994 -0.49405499999999997 -0.084044999999999995 -0.14179999999999995 -0.27207999999999993 0.0046100000000000004 0.11951500000000001 0.10508500000000001 0.10497000000000002 0.092875000000000013 -0.084319999999999992 0.0031350000000000002 -0.10011499999999998 0.0061450000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 -1 -5 -6 7 8 10 -10 11 -7 13 14 -13
right_child=-2 2 -4 4 5 6 -8 -9 9 -11 -12 12 -14 -15 -16
leaf_value=-0.0023036238751040421 -0.0013132588716656163 -0.00076983888412486795 0.0023976861590336131 0.0017377237215035206 -0.0020519769550300694 -0.0015735718504730121 0.00215485571792758 -0.0022522176853832245 -0.00048616933944310248 0.0029446362735244618 -0.0024227882363260225 -0.00055943704184681559 0.0022786788309449284 -0.0016649049138678291 0.0017784131170228154
leaf_weight=0.0010152759283987836 0.0014893111974070275 0.0015320486994294669 0.0018495957433796026 0.0015980226363059265 0.0012402651619280976 0.0011680365621206954 0.0010994058405367777 0.0011692565577785538 0.0013756026982321146 0.0012457258985918429 0.001338007020466131 0.0012385327164610169 0.0013263943255064081 0.0011868292077718331 0.0012668747421376025
leaf_count=75 175 87 162 171 114 466 231 54 103 65 497 40 424 424 33
internal_value=0 7.17777e-05 0.000962644 -0.000113405 3.23818e-05 -0.000167193 2.11034e-05 -0.000186215 5.18777e-05 0.00114424 -0.000328663 0.000124239 0.000519388 -0.000112618 0.000622711
internal_weight=0 0.0196499 0.00338164 0.0162682 0.015253 0.0136549 0.0124147 0.0113153 0.010146 0.00262133 0.00752467 0.00618667 0.00501863 0.00369224 0.00250541
internal_count=3121 2946 249 2697 2622 2451 2337 2106 2052 168 1884 1387 921 497 73
is_linear=0
shrinkage=0.0054422


Tree=1525
num_leaves=16
num_cat=0
split_feature=133 42 123 133 43 4 48 1 2 13 47 160 52 0 3
split_gain=8.67127e-05 0.000175856 0.000144232 0.000238748 0.000126114 0.000214118 0.000130179 0.000192869 0.000136577 0.000204607 0.000128568 0.000198174 0.000113884 0.000226836 0.000120374
threshold=-0.17773999999999998 -0.11466499999999999 1.0000000180025095e-35 -0.085499999999999979 -0.17390999999999998 -0.46376499999999993 0.12649500000000002 0.104035 0.10402500000000002 -0.099939999999999987 0.085770000000000027 -1.0000000180025095e-35 0.077655000000000016 -0.10151999999999999 0.090900000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 -5 -6 7 8 9 -7 11 -9 13 14 -11
right_child=1 2 -4 4 5 6 -8 10 -10 12 -12 -13 -14 -15 -16
leaf_value=-0.0014782561326924278 -0.0018567123202825996 0.0021573806733864698 0.0018447301135831656 0.001100307524110827 -0.0025387694152041 0.0018958344367231267 -0.00170536075636623 6.5328394485084757e-05 -0.0021518501290002916 -0.00087414365978303037 -0.0002541087547093707 0.0029387222382221134 0.00071849432971046018 -0.0025154871680373773 0.0013453087845731577
leaf_weight=0.0010226204068584923 0.0011920290376436484 0.001311429680289882 0.0012680555940987595 0.0019618628926121309 0.0010298815991420752 0.0010827820613057409 0.0012203604454477093 0.0011362836617863081 0.0010309602371228188 0.0017755453618013544 0.0014404192351236134 0.0014202837134790766 0.0014358082219718127 0.0015565029939471862 0.0010072556986600034
leaf_count=235 152 235 243 136 147 61 57 82 198 70 85 171 495 721 33
internal_value=0 5.30291e-05 0.000174912 5.32871e-05 -0.000118124 -0.000287223 -0.000110297 5.34734e-05 -0.000411524 -0.000149897 0.000971239 0.00166162 -0.000533454 -0.000947704 -7.07962e-05
internal_weight=0 0.0198695 0.0186774 0.0174094 0.0160979 0.0141361 0.0131062 0.0118858 0.00788885 0.00685789 0.00399699 0.00255657 0.00577511 0.0043393 0.0027828
internal_count=3121 2886 2734 2491 2256 2120 1973 1916 1578 1380 338 253 1319 824 103
is_linear=0
shrinkage=0.00512831


Tree=1526
num_leaves=16
num_cat=0
split_feature=1 13 47 12 12 48 2 16 0 15 3 12 12 1 13
split_gain=8.27351e-05 0.000149205 0.000144599 0.000155418 0.000145835 0.000117399 0.000186976 0.00013104 0.000186216 0.000207845 0.000203724 0.000157851 9.86435e-05 0.000178552 8.38865e-05
threshold=0.12337000000000002 -0.059629999999999996 0.10904500000000002 0.10711000000000002 0.097825000000000009 0.083985000000000018 0.113445 0.16703000000000004 -0.10224499999999999 -0.045854999999999993 -0.059315 0.089735000000000023 0.085440000000000016 0.091785000000000019 0.10935500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 5 6 7 8 9 -1 11 -10 13 -7 -3
right_child=1 14 -4 -5 -6 12 -8 -9 10 -11 -12 -13 -14 -15 -16
leaf_value=-0.0030645672419776005 0.0022030456952669007 -0.0010485067817408637 -0.0019582343006370345 -0.0017852859941420731 0.0016409156402390104 -0.0010095546877261952 0.001600983602539512 -0.0022433085619775698 -0.0014717394115081809 -0.00030437115839790921 0.0017741936956702912 0.00064992561811052726 0.0019447429527378074 0.0012928485083711487 0.00094678132075207296
leaf_weight=0.0010934873513369636 0.0010787975402219846 0.0010354709912922663 0.0010134034121522797 0.0011532062169636167 0.0013457232515095294 0.001557981739308407 0.0010544220995583062 0.0010348791346916075 0.0017589820359136046 0.0016830488939191257 0.0014266048491502481 0.0016523681467555396 0.0010355678948728575 0.0017238781963033745 0.0010125891350819538
leaf_count=91 159 92 114 216 206 116 133 180 839 143 73 428 137 151 43
internal_value=0 0.000719458 -0.000150903 -4.00346e-05 9.09371e-05 -5.78261e-05 -0.000358679 -0.000597577 -0.000373907 -0.00139142 0.000210053 -0.000444061 0.000618368 0.00019984 -6.20089e-05
internal_weight=0 0.00312686 0.0175336 0.0165201 0.0153669 0.0140212 0.00970379 0.00864937 0.00761449 0.00277654 0.00483796 0.00341135 0.00431743 0.00328186 0.00204806
internal_count=3121 294 2827 2713 2497 2291 1887 1754 1574 234 1340 1267 404 267 135
is_linear=0
shrinkage=0.00492917


Tree=1527
num_leaves=29
num_cat=0
split_feature=14 128 133 160 124 3 3 43 0 52 3 3 151 0 43 3 3 2 2 1 49 2 16 0 3 2 43 4
split_gain=0.000527887 0.000468692 0.00048927 0.000684354 0.000378893 0.000414082 0.000385249 0.000423966 0.000548492 0.000445313 0.000477254 0.000484959 0.000529731 0.00048263 0.000766857 0.000413258 0.000352 0.000328068 0.000463266 0.000309806 0.0002914 0.000451454 0.000372102 0.000316536 0.000241917 0.000204347 0.000199091 0.000139788
threshold=0.076175000000000007 0.089290000000000022 -0.25159999999999993 -0.40698999999999991 -0.043384999999999993 0.20828500000000003 -0.11255999999999998 0.12266000000000001 -0.033209999999999996 0.08976000000000002 0.12745000000000004 -0.08824499999999999 -0.044604999999999992 -0.23091999999999999 -0.074359999999999996 0.090900000000000009 -0.077774999999999983 0.090790000000000023 0.079055000000000014 0.092695000000000013 -0.016249999999999997 0.08622500000000001 0.15891500000000003 -0.036484999999999997 -0.076234999999999983 0.09167500000000002 -0.079109999999999986 0.071150000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 26 6 20 8 9 10 11 -8 15 -14 24 -13 -11 18 19 -16 -6 -22 23 -23 -15 -10 -5 -9
right_child=-2 -3 3 4 5 -7 7 27 25 16 -12 12 13 14 17 -17 -18 -19 -20 -21 21 22 -24 -25 -26 -27 -28 -29
leaf_value=-0.00097415100794810596 -0.00095918090611548756 -0.00097946096145284716 -0.0010373315080489454 0.0011944080254840553 0.0010501994869092008 0.00099246987347514459 -0.0010258431090185028 0.00017598682587408743 -0.00033164986093722342 -1.495289022710016e-05 -0.0010349769572543046 -0.0013599325887911722 0.00094177309160691652 0.00032857503387872313 0.00025194662182922902 -4.5825348775084601e-05 0.00091166471168806348 0.00030057225655099191 -0.0012930312316738472 -0.00078612480643176698 -0.00049851338768085998 0.00034895203702026839 -0.00021952336891644235 0.0014513282763936452 0.0012952280801715428 -0.0011612550380136685 0.00028718607861603462 0.00092937931654607541
leaf_weight=0.0010536271200828331 0.0013321446831939801 0.0010616568370624959 0.0012249471685046301 0.001062952834012143 0.001184096800669221 0.00108329094367443 0.0010938410858422265 0.0010826689192120478 0.0013409427225323919 0.0019238293081578206 0.0012676310357164775 0.0010006621892937337 0.0016060380876581288 0.0013945994403208317 0.0016306928179219467 0.0012203135884476524 0.001845338382286287 0.0015943488529666094 0.0012147680448795217 0.0011102381635283987 0.0014500467488005519 0.0013462382172093612 0.001113587231500901 0.0010773469901288468 0.001037185127656718 0.0013884830996104824 0.001164695919824126 0.0011852763034809755
leaf_count=138 101 180 206 122 45 116 233 24 38 171 29 179 31 287 122 36 138 146 226 70 51 57 82 36 43 76 113 25
internal_value=0 1.25922e-05 4.29464e-05 7.47987e-05 0.00011682 7.23093e-05 3.80646e-05 -5.23863e-05 -0.000120649 -2.43362e-05 -0.000147501 -6.03109e-05 2.91253e-05 0.000183637 3.10916e-05 -0.000637897 0.000438708 -0.000279899 -0.000513859 -0.000168533 0.000374242 0.000213753 0.000505742 0.000838987 0.000740864 -0.000753677 0.000720079 0.000569726
internal_weight=0 0.0357593 0.0346977 0.0336441 0.0324191 0.0301915 0.0291082 0.0229369 0.0206689 0.0179395 0.0141703 0.0129027 0.0118088 0.00958787 0.00798183 0.00222098 0.00376917 0.00555005 0.0039557 0.00274093 0.00617132 0.00498722 0.00353717 0.00242359 0.00243178 0.00272943 0.00222765 0.00226795
internal_count=3121 3020 2840 2702 2496 2261 2145 1874 1825 1711 1402 1373 1140 925 894 215 309 564 418 192 271 226 175 93 330 114 235 49
is_linear=0
shrinkage=0.00151575


Tree=1528
num_leaves=15
num_cat=0
split_feature=41 474 156 16 13 3 52 52 3 0 16 1 151 4
split_gain=8.00066e-05 0.000106798 0.00017329 0.000148549 0.000342967 0.00021955 0.000121929 0.000230264 0.000182864 0.000146449 0.000336951 0.000213703 0.000187461 0.000170305
threshold=0.078475000000000017 0.084660000000000027 0.080810000000000007 0.23311500000000004 0.18141000000000002 0.076840000000000006 0.25317500000000004 0.083680000000000018 -0.076669999999999988 -0.040504999999999992 -0.056919999999999991 0.077565000000000009 -0.0083949999999999979 0.053180000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 6 -5 7 9 -9 10 11 -1 -13 -14
right_child=-2 -3 -4 5 -6 -7 -8 8 -10 -11 -12 12 13 -15
leaf_value=-0.001974078062081545 -0.0012639421123279186 0.0013289306777097588 -0.0020145378944768323 0.0023435325345138461 -0.0027955578729423093 -0.00033064491575188708 -0.0014897082427039741 0.00049383498548608148 0.0031369357479027102 0.0016301496490846064 -0.0024769951334127536 -0.00095061700279739237 0.00015374921338416229 0.0023528355294035004
leaf_weight=0.0010106155326587698 0.0012271957439811123 0.001542854010615379 0.0010670239405192313 0.0016256042501513459 0.0011361572536652273 0.001485026781857357 0.0011263141922921447 0.0017501086558550649 0.0010639320354061685 0.0010164145301980879 0.0015702964817288917 0.0014732473234000424 0.0019067227052474963 0.0016697942415116462
leaf_count=219 148 334 269 196 118 37 249 470 153 107 356 101 243 121
internal_value=0 5.96981e-05 -4.96932e-05 7.48469e-05 -0.000150008 0.00106687 8.87824e-05 0.000243905 0.00149314 -0.000162636 -0.000401437 0.000136358 0.000558722 0.00118045
internal_weight=0 0.0194441 0.0179013 0.0168342 0.0137236 0.00311063 0.0125874 0.0114611 0.00281404 0.00864709 0.00763068 0.00606038 0.00504976 0.00357652
internal_count=3121 2973 2639 2370 2137 233 2019 1770 623 1147 1040 684 465 364
is_linear=0
shrinkage=0.00502775


Tree=1529
num_leaves=16
num_cat=0
split_feature=50 47 1 0 43 43 43 3 43 0 0 15 2 2 0
split_gain=8.42948e-05 0.000128325 0.000127537 0.000227321 0.00022366 0.000227161 0.000295485 0.000188018 0.000180452 0.000174056 0.000171193 0.000165905 0.000163627 0.000245651 0.00014614
threshold=0.10124500000000002 0.13148500000000005 0.077565000000000009 -0.10151999999999999 0.016310000000000002 -0.083134999999999987 -0.092909999999999979 -0.074084999999999998 -0.074974999999999986 -0.10474999999999998 -0.10011499999999998 -0.015744999999999999 0.11215000000000001 0.090675000000000019 -0.062294999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 6 -5 9 -9 -4 11 12 13 -10 -11
right_child=-2 -3 7 4 -6 -7 -8 8 10 14 -12 -13 -14 -15 -16
leaf_value=-0.002331373503359345 -0.0011588710313437021 -0.0014539440192938154 0.0026097888673906017 -0.0011632387053242643 0.0012690711225849301 -0.0022833971711380516 0.0020285857277495809 0.0017905669784533376 -0.00076004903760051444 -0.00035093051290143834 -0.0018543267721883947 0.0016922329420809429 -0.0016903594725323193 0.0019577443019871744 0.0017831048207083689
leaf_weight=0.0010180706145240777 0.0012549237728113885 0.0010955364698013162 0.0012967841730411322 0.0014807342555679948 0.001917648510341402 0.0011922540018545176 0.0010128706521350646 0.0010229366655048477 0.0018275239190397308 0.0015244199959112414 0.0011575599053220559 0.0010575372807331007 0.0012710213382667312 0.001107649348845996 0.0011809600144061516
leaf_count=137 375 37 91 225 238 715 149 212 73 300 207 63 86 38 175
internal_value=0 5.93851e-05 0.000151145 -0.000351882 7.7613e-06 -0.000648463 0.00013324 0.000442138 1.4205e-05 0.00123812 -0.000268776 7.99058e-05 -0.000325472 0.000265567 0.000580625
internal_weight=0 0.0191635 0.018068 0.00662158 0.00560351 0.00368586 0.0024936 0.0114464 0.00744423 0.00400216 0.00642129 0.00526373 0.00420619 0.00293517 0.00270538
internal_count=3121 2746 2709 1464 1327 1089 374 1245 679 566 467 260 197 111 475
is_linear=0
shrinkage=0.00455379


Tree=1530
num_leaves=16
num_cat=0
split_feature=3 50 52 39 47 474 159 49 16 52 51 1 12 0 0
split_gain=8.02827e-05 0.000133975 0.000129882 0.000179592 0.000197144 0.000169647 0.000143375 0.000144012 0.000191635 0.000184507 0.000222839 0.000150502 9.72951e-05 0.000189218 1.43793e-05
threshold=0.149315 0.10124500000000002 -0.40306999999999998 0.085220000000000004 0.10621500000000002 0.084660000000000027 0.082585000000000006 0.0093850000000000027 -0.056919999999999991 0.090245000000000006 0.087505000000000013 0.083835000000000007 0.090020000000000017 -0.10224499999999999 -0.10474999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 6 7 8 9 10 12 -10 13 -4 -2
right_child=14 -3 3 -5 -6 -7 -8 -9 11 -11 -12 -13 -14 -15 -16
leaf_value=-0.0019113671176122812 0.00058886574617615997 -0.0021113452136207029 0.00040836537483833094 0.0020032028239692161 -0.0023870252031802383 0.0021169583587824265 -0.0021891257472249144 0.0019679513769339215 -0.00026452621816039335 -0.001628483297382933 -0.0014132369415335978 -0.0027816842043955712 0.00013205698873873333 0.0033495506061057383 0.001561693764766091
leaf_weight=0.0011246927044898337 0.0010198811993928913 0.0010808813137163078 0.0012900934380155604 0.001526142884221148 0.0011381180338796435 0.0012790638785170625 0.0010001822869513408 0.0012173646957767551 0.0019825098624874672 0.0011766550124627795 0.0010997006229751527 0.0013196270544504896 0.0012158155980370733 0.0016791886223524455 0.0010073075917733368
leaf_count=294 93 358 62 266 92 173 229 189 293 251 100 154 179 313 75
internal_value=0 -0.000139605 -1.46006e-05 0.000119362 -8.03149e-05 0.000117669 -9.57679e-05 9.49021e-05 -0.000138637 0.000439779 0.000900276 -0.00127045 0.00150819 0.00207166 0.00107226
internal_weight=0 0.01813 0.0170492 0.0159245 0.0143983 0.0132602 0.0119811 0.010981 0.00976359 0.00646145 0.0052848 0.00330214 0.0041851 0.00296928 0.00202719
internal_count=3121 2953 2595 2301 2035 1943 1770 1541 1352 905 654 447 554 375 168
is_linear=0
shrinkage=0.00577531


Tree=1531
num_leaves=28
num_cat=0
split_feature=14 1213 1456 51 1 47 11 1374 1 0 3 15 457 42 4 43 2 1 1 1 15 1 15 3 3 42 15
split_gain=0.000532662 0.000417563 0.000430282 0.000367965 0.00040795 0.000430288 0.000367412 0.000294667 0.000283704 0.000473669 0.000529553 0.000539442 0.000462293 0.000518132 0.000443432 0.00026953 0.000268173 0.000273036 0.000510961 0.000258097 0.000250826 0.000233781 0.000174244 0.000171409 0.000306315 0.000131556 0.00011016
threshold=0.076175000000000007 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.40274499999999996 0.13842500000000005 0.11939500000000002 0.089270000000000002 -0.094929999999999987 1.0000000180025095e-35 -0.059114999999999994 -0.084074999999999997 0.083935000000000023 0.069910000000000014 0.08623500000000002 -0.51843499999999987 -0.080884999999999985 0.113445 0.10828500000000001 0.102705 0.092695000000000013 -0.094549999999999981 0.092695000000000013 -0.018314999999999994 0.097915000000000016 -0.116045 0.091465000000000005 -0.094549999999999981
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 5 6 7 -5 9 10 -9 -12 13 15 -11 -10 17 18 19 26 -15 -22 -6 24 -16 -13 -17
right_child=-2 2 3 4 22 -7 -8 8 12 14 11 25 -14 20 23 16 -18 -19 -20 -21 21 -23 -24 -25 -26 -27 -28
leaf_value=-0.00069411283921965176 -0.00086032733724778073 -0.00076411442229082577 -0.00070120168223982424 -0.00051042794228000157 0.0010898231186074765 -0.00081420391134884394 -0.00062896495698756122 -0.00096690476785215923 0.00055834149668825743 -0.00039579297485696008 -0.00062047773775374072 0.00011272607421769876 0.0010074531979659567 0.0011496565846435 0.0008383059506878298 0.00030864577494130261 0.0004016063213778778 -0.00079310584683374907 0.0008020999537326841 -0.00077592366071461559 0.00084612026620368964 -7.3268016084231634e-05 0.00030653773400585318 0.0010108733122595442 -0.00016810331311697222 0.00080387194799596477 -0.00030610572575837119
leaf_weight=0.0014709852204068943 0.0013452839670669006 0.0011665875828940067 0.0010809497313442043 0.0012517914903042984 0.0010520829798572606 0.0010013509108652832 0.0012327024605891515 0.0015391250501197093 0.0015661455017917953 0.0012229218193624547 0.0015428580550915227 0.00105996553746035 0.0015417205984300528 0.0012783372060552467 0.0011826251701450019 0.0010489650272838009 0.0017588513676816131 0.0012013887130737366 0.0010137974519963677 0.0013486371408664155 0.0010223715983066492 0.0010635318372260727 0.0010896419636452484 0.0011102951793873217 0.0011003301803374013 0.0010171875180806644 0.0011535578299883796
leaf_count=477 101 241 79 51 111 63 80 392 111 11 320 94 126 85 21 18 82 41 44 60 94 126 22 10 64 83 114
internal_value=0 2.09072e-05 5.41413e-05 8.54579e-05 0.000114381 6.90508e-05 0.000102735 0.000138778 0.000172964 -6.50063e-06 -0.000292359 -5.56209e-06 0.000298296 0.000210519 0.000312981 4.01873e-05 -6.7651e-05 -0.000210784 -5.75306e-05 -0.000302941 0.000670813 0.000377355 0.000691312 0.000568423 0.000353241 0.000451182 -1.33266e-05
internal_weight=0 0.0331187 0.0316477 0.0304811 0.0294002 0.0272585 0.0262571 0.0250244 0.0237726 0.00977531 0.00515914 0.00362001 0.0139973 0.0124556 0.00461617 0.00909134 0.0075252 0.00576635 0.00456496 0.00355116 0.00336424 0.0020859 0.00214172 0.00339325 0.00228296 0.00207715 0.00220252
internal_count=3121 3020 2543 2302 2223 2090 2027 1947 1896 995 889 497 901 775 106 470 359 277 236 192 305 220 133 95 85 177 132
is_linear=0
shrinkage=0.00137286


Tree=1532
num_leaves=15
num_cat=0
split_feature=1 15 132 16 43 133 13 15 15 3 16 2 0 15
split_gain=8.46317e-05 0.000218743 0.000166211 0.000119007 0.00034656 0.00019102 0.000117894 0.000296711 0.000225615 0.000220666 0.000166627 0.00016578 0.000101791 7.91814e-05
threshold=0.077565000000000009 -1.0000000180025095e-35 0.079970000000000013 0.19444000000000003 -0.091274999999999981 0.083950000000000011 -0.094514999999999988 0.035560000000000008 -0.016799999999999995 0.097915000000000016 -0.071854999999999988 0.089885000000000007 -0.10224499999999999 -0.091184999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 6 4 -3 -6 13 8 9 11 -11 12 -8 -2
right_child=2 3 -4 -5 5 -7 7 -9 -10 10 -12 -13 -14 -15
leaf_value=-0.0021851978767569763 8.3903612202684583e-05 -0.0027519451640628453 0.0020013291123605922 0.0010949883951656247 -0.0006272581853611997 0.0018011470286582599 -0.001376685425375463 -0.0020515977328589515 0.0016839908551734134 -0.00025454154102206114 -0.0027645528787090079 0.0015540830915807412 0.00038339023083812157 0.0018412404009213049
leaf_weight=0.0012592499025353412 0.0010378691453628297 0.0010423711119422743 0.0010194203099268004 0.0014644537761192566 0.0016968123615546679 0.0011882309844043482 0.0011244404015045032 0.0015226379364925444 0.0017088974133676578 0.0012791848370454773 0.0010301186360894832 0.0016705473573543073 0.001918343112953344 0.0011844924354078587
leaf_count=783 89 152 154 27 485 189 55 321 211 66 35 171 273 110
internal_value=0 -0.00044216 0.000198012 -3.50804e-05 -0.00045646 0.000372902 5.06682e-05 -0.000159531 0.000170415 -0.0001979 -0.00137419 0.000378425 -0.000267034 0.00102054
internal_weight=0 0.00665112 0.013496 0.00539187 0.00392741 0.00288504 0.0124765 0.0102542 0.00873153 0.00702263 0.0023093 0.00471333 0.00304278 0.00222236
internal_count=3121 1636 1485 853 826 674 1331 1132 811 600 101 499 328 199
is_linear=0
shrinkage=0.00464487


Tree=1533
num_leaves=25
num_cat=0
split_feature=14 128 3 124 1374 457 484 453 4 150 11 1213 12 15 0 47 1 12 2 2 43 1 2 3
split_gain=0.00063409 0.000417414 0.000359897 0.00051086 0.000299638 0.000541829 0.000485745 0.000337179 0.000407279 0.000345454 0.000266693 0.000260752 0.000265711 0.000339499 0.000408295 0.000438834 0.000457376 0.000333247 0.00041361 0.000531979 0.000225902 0.000222927 0.000209735 0.000192435
threshold=0.076175000000000007 0.089290000000000022 0.30112000000000005 -0.043384999999999993 -0.094929999999999987 0.080930000000000016 -1.0000000180025095e-35 1.0000000180025095e-35 0.27044500000000005 0.087380000000000013 0.088065000000000018 -1.0000000180025095e-35 -0.040564999999999997 -0.10324499999999999 -0.10011499999999998 0.099265000000000006 0.090475000000000014 0.088305000000000008 0.088555000000000009 0.097220000000000015 -0.084004999999999982 0.086105000000000015 0.081685000000000021 0.10732000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -5 6 -6 8 9 11 -10 -8 -13 -14 22 16 17 20 -19 -20 -16 -7 -15 -21
right_child=-2 -3 -4 4 5 21 7 -9 10 -11 -12 12 13 14 15 -17 -18 18 19 23 -22 -23 -24 -25
leaf_value=0.00068072645402263566 -0.00087352350396500392 -0.00075957479748902464 0.0007075379723262686 -0.00059426295997668313 -0.00075961982391134053 0.00010638495730683086 -0.00056769094720638248 -0.00068925353815959981 0.00073225877215616708 -0.00068844912301369758 -5.2891577507553788e-05 -0.00056211547555695327 -0.0005515113246870706 0.00085022973403900241 6.6583349047004275e-06 0.00057951860348419914 -0.00062139159591184168 0.00074483094483916506 -0.00072643537477682014 -3.3569241693850538e-05 -0.00077348449574261749 0.00079584461796869442 0.00022369709443113896 0.0006949068337535868
leaf_weight=0.0016907886000136754 0.0012833284914424139 0.0010351230756322485 0.0012112724112784959 0.0013508431426885173 0.001425763234408183 0.0012494861995753217 0.0011736053330085308 0.0010825286449187557 0.00188620178245713 0.0012070996994955055 0.0010364433507135118 0.001065578356346456 0.0012153345687195725 0.0015457212440992294 0.0013092579137830018 0.001804291570812743 0.0019762371762528375 0.0016440975453522744 0.0010974056027557855 0.0011230825229282537 0.001021739349782478 0.0017277293964409468 0.0017744598483346863 0.0011195910319656832
leaf_count=219 101 180 130 48 426 73 387 52 126 102 30 37 100 19 64 59 224 107 154 160 183 75 56 9
internal_value=0 1.74668e-05 4.28093e-05 1.6434e-05 -2.25159e-05 5.58385e-06 -5.52648e-05 -1.17585e-05 2.1578e-05 -4.46415e-05 0.000453825 -1.15398e-06 3.86675e-05 7.96228e-05 0.000132831 1.83596e-05 -9.06115e-05 5.27819e-05 0.00023428 -1.70307e-05 -0.000335299 0.00050649 0.000515381 0.000330102
internal_weight=0 0.0327737 0.0317386 0.0305273 0.0288365 0.0274857 0.0245084 0.0230827 0.0220001 0.0190775 0.00292265 0.0178704 0.0166968 0.0156312 0.0144159 0.0110957 0.00929141 0.00731517 0.00498418 0.00334008 0.002331 0.00297722 0.00332018 0.00224267
internal_count=3121 3020 2840 2710 2491 2443 2295 1869 1817 1661 156 1559 1172 1135 1035 960 901 677 430 323 247 148 75 169
is_linear=0
shrinkage=0.00124344


Tree=1534
num_leaves=14
num_cat=0
split_feature=1 159 15 16 16 50 13 43 12 0 160 13 1
split_gain=8.66987e-05 0.000185782 0.00015148 0.000214949 0.000148323 0.00010465 0.000100373 0.000149429 0.000236291 0.0001617 0.00020826 9.2872e-05 9.25833e-05
threshold=0.104035 0.076905000000000015 -0.016799999999999995 -0.061854999999999993 -0.42170999999999997 0.088425000000000017 -0.42195999999999995 -0.083134999999999987 0.090020000000000017 -0.10011499999999998 0.086075000000000013 -0.0034749999999999994 0.089175000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 3 4 -2 6 -1 11 9 10 12 -8 -9
right_child=1 -3 -4 -5 -6 -7 7 8 -10 -11 -12 -13 -14
leaf_value=0.0014336142180992951 -0.00073844475145731911 0.0025934547471999107 0.0013710747272496313 -0.0020452024571773518 0.0017262187915628247 -0.0018240134142192097 0.0013960265487447891 0.0021436652863824736 -0.0030372907166657465 -0.0016316833276881549 -0.0017054334396925006 -0.00036066759527657142 0.00012269257916260723
leaf_weight=0.0010982557333818485 0.0015124608630951442 0.0010312153693452786 0.0019536123422170251 0.0015996806254987561 0.0013857700151126695 0.00119371691305284 0.0019642689084499176 0.0013532562284886982 0.0011367265221628037 0.001851384396871129 0.0010624396357847843 0.0016318145494427791 0.0013323807251168773
leaf_count=23 139 189 122 128 113 465 309 105 523 668 60 230 47
internal_value=0 0.000448574 0.000105735 -0.00044385 0.000440018 -0.000290727 -0.000130603 -0.000296869 -0.000775062 -0.000315815 0.000334166 0.000598882 0.00114103
internal_weight=0 0.00748274 0.00645152 0.00449791 0.00289823 0.0126242 0.0114305 0.0103323 0.00673619 0.00559946 0.00374808 0.00359608 0.00268564
internal_count=3121 691 502 380 252 2430 1965 1942 1403 880 212 539 152
is_linear=0
shrinkage=0.0054422


Tree=1535
num_leaves=15
num_cat=0
split_feature=403 52 1 48 151 15 47 43 16 15 15 2 4 51
split_gain=8.88005e-05 0.000109317 0.000163815 0.000182762 0.000130246 0.000166215 0.000150622 0.000153531 0.00022923 0.000143092 0.000426265 0.000222474 0.000106782 8.77948e-05
threshold=-1.0000000180025095e-35 -0.40306999999999998 0.14000500000000002 0.12879500000000002 0.06617000000000002 0.095175000000000023 0.087235000000000021 -0.15582499999999996 0.15891500000000003 -0.0088349999999999974 -0.089964999999999976 0.088225000000000012 0.24564500000000003 0.086685000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 5 6 7 -3 9 10 13 -11 -8 -9
right_child=1 2 -4 -5 -6 -7 12 8 -10 11 -12 -13 -14 -15
leaf_value=-0.0011359935849152448 -0.0012397765860693412 0.0016812843415544595 0.0016450005784535086 -0.0017448055742369586 0.0015784842936618336 -0.001609544730690851 -0.0015367133534761595 0.0013379135709286551 -0.0014397717569466617 -4.4684122686626972e-05 -0.0023955423130648645 0.0020642730397187796 0.00017776668193701051 -0.00020279355206514579
leaf_weight=0.0012138542951752448 0.001117410787085423 0.0014777958283831447 0.0012447474448874498 0.0010027331850519508 0.001086183187608448 0.0010461308278282852 0.0014378505327091737 0.0018297046264264122 0.0013524661894316337 0.0017218322497525584 0.0010763560056387678 0.0019804959169025249 0.0012508709159497755 0.0010848330430841546
leaf_count=756 304 105 117 64 107 240 165 284 99 271 332 151 40 86
internal_value=0 6.17045e-05 0.000144372 3.01081e-05 0.000146095 3.69774e-05 0.000167348 0.000398939 0.000189442 0.000475858 -8.78166e-05 0.00108347 -0.000739088 0.00076444
internal_weight=0 0.0187094 0.017592 0.0163473 0.0153445 0.0142583 0.0132122 0.0105235 0.00904569 0.00769322 0.00399089 0.00370233 0.00268872 0.00291454
internal_count=3121 2365 2061 1944 1880 1773 1533 1328 1223 1124 702 422 205 370
is_linear=0
shrinkage=0.00429114


Tree=1536
num_leaves=14
num_cat=0
split_feature=11 3 1 3 15 50 15 15 0 150 15 3 51
split_gain=8.25813e-05 0.000121661 0.000163954 0.000137464 0.000417266 0.000185225 0.000121841 0.000211937 0.000217848 0.000193368 0.000219453 0.000247145 7.38216e-05
threshold=0.081790000000000015 -0.10519499999999998 0.077845000000000011 -0.078934999999999991 0.088235000000000022 0.099210000000000007 0.035560000000000008 -0.016799999999999995 0.0059850000000000016 0.081835000000000019 -0.11345499999999999 0.083060000000000009 0.087505000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 -3 6 7 9 -9 10 -5 -12 -11
right_child=-2 3 -4 5 -6 -7 -8 8 -10 12 11 -13 -14
leaf_value=-3.1006110779009224e-05 -0.0010895778692616011 -0.0028039340420586071 0.0021566696601056359 0.00039418575896508834 0.00076941803279587855 0.0019056091015317933 -0.0011501688693718272 0.002327329316956046 -0.00033898653345864726 0.0017724422470962781 -0.00060024268564241932 -0.0034856004730286902 7.1405314347440193e-06
leaf_weight=0.0016867987289908007 0.0014212600536660505 0.0014132074592717583 0.001315512739921143 0.0019131818585396429 0.0014069322213544622 0.0011323443973014205 0.001863760260371051 0.0016195013131138384 0.0011171682458783749 0.0010308273021187309 0.0017568944830847061 0.0010078934936501582 0.0010136532686839672
leaf_count=117 175 1006 126 257 323 202 303 85 59 129 232 46 61
internal_value=0 7.27757e-05 0.00092756 -9.52288e-05 -0.00102123 0.000114439 -6.46867e-05 0.000149189 0.00123888 -0.000294418 -0.00081521 -0.00165209 0.000897206
internal_weight=0 0.0182777 0.00300231 0.0152754 0.00282014 0.0124552 0.0113229 0.00945912 0.00273667 0.00672245 0.00467797 0.00276479 0.00204448
internal_count=3121 2946 243 2703 1329 1374 1172 869 144 725 535 278 190
is_linear=0
shrinkage=0.00464487


Tree=1537
num_leaves=15
num_cat=0
split_feature=1 150 3 3 12 12 160 0 0 403 16 43 15 43
split_gain=8.19512e-05 0.000169916 0.000162774 0.000259574 0.00020707 0.000139449 0.00017644 0.000242317 0.00016182 0.000153774 0.00019412 0.000134479 0.000109502 6.0331e-05
threshold=0.094385000000000011 0.076925000000000007 0.10732000000000001 0.13524500000000003 0.090995000000000006 0.088245000000000004 0.086075000000000013 -0.13027499999999997 0.024095000000000002 0.03138500000000001 -0.014034999999999997 -0.074359999999999996 -0.094549999999999981 -0.083134999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 4 -4 12 6 7 -1 -9 10 -7 -6 -2 -12
right_child=1 -3 3 -5 11 9 -8 8 -10 -11 13 -13 -14 -15
leaf_value=0.0011834126373445476 0.0026097875398626855 0.0016776654387064443 -0.0025851306903484582 0.00050217900600101062 0.00058987006217513607 -0.0017450271523270357 -0.0023738931724136153 -0.0019768962992056842 0.00041241176803288279 0.0016288298651874625 0.0014388490381741859 -0.0018119205431687923 0.00050538193932216622 -0.00018996202594726499
leaf_weight=0.0015707019146988799 0.0011585624695362867 0.0017590560577171177 0.0012211060013420649 0.0013272604874190463 0.0011861060582094574 0.0012723900976417679 0.0012938062021009555 0.0019503466582241127 0.0010020783500728214 0.0014473022325386525 0.001084985039454589 0.0010063120370987777 0.0011512340408690314 0.0010402120978986046
leaf_count=109 161 229 52 124 97 565 146 779 75 187 117 197 83 200
internal_value=0 0.000334023 -1.20422e-06 -0.000977174 0.000551219 -0.000295855 -0.000800238 -0.000350106 -0.00116594 0.000309725 -0.000252187 -0.000512543 0.00156092 0.000641601
internal_weight=0 0.00880964 0.00705058 0.00254837 0.00450221 0.0106618 0.00581693 0.00452313 0.00295243 0.00484489 0.00339759 0.00219242 0.0023098 0.0021252
internal_count=3121 943 714 176 538 2178 1109 963 854 1069 882 294 244 317
is_linear=0
shrinkage=0.00483252


Tree=1538
num_leaves=16
num_cat=0
split_feature=42 42 12 50 3 41 156 457 0 13 4 15 47 160 12
split_gain=8.44223e-05 0.00016598 0.000161455 0.000115557 0.000115232 0.000145383 0.000120774 0.000135403 0.000140129 0.000185323 0.000158124 0.000174669 0.000109832 0.000248674 8.67181e-05
threshold=-1.0000000180025095e-35 -0.091214999999999977 0.051320000000000005 0.10647500000000001 -0.11255999999999998 1.0000000180025095e-35 0.080810000000000007 -0.0029299999999999994 -0.082009999999999986 -0.091904999999999987 -0.0016099999999999997 -0.0088349999999999974 0.09550500000000002 0.088755000000000014 0.090695000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 14 7 -6 10 -10 -9 12 13 -12 -2
right_child=3 -3 -4 -5 6 -7 -8 8 9 -11 11 -13 -14 -15 -16
leaf_value=0.001464002593315939 0.00076627789941726115 -0.0023430446061223713 -0.0012735094229326764 -0.0014686340470259267 -0.001371029312480176 -0.00045295261475637483 -0.0013839904193560001 0.0019717329885370464 0.00086321354252147397 -0.0016625289706428377 -0.0021091652903587237 0.0019814988881520536 0.0011177949281195496 0.001077441115107689 0.0027448465246465471
leaf_weight=0.001016556579948702 0.0010281974113966726 0.0010548003855108184 0.0010791652262844009 0.0010236898897920668 0.0011896844528148662 0.0010246059329359625 0.001323212032036559 0.0019400721347371816 0.0012903751122117779 0.0015581011948520599 0.0014631734942832375 0.0011253625171683268 0.0010081259160346911 0.0010028008634640484 0.0011294084816571015
leaf_count=63 59 531 268 273 138 99 319 389 60 483 186 53 50 47 103
internal_value=0 -0.000748298 5.43557e-05 0.000133978 0.000242747 0.00107593 1.99604e-05 0.000195587 0.000394115 -0.000518354 0.000791566 0.000293766 -0.00025294 -0.000813316 0.00180197
internal_weight=0 0.00315052 0.00209572 0.0161068 0.0150831 0.00318221 0.0119009 0.0105777 0.00938801 0.00284848 0.00653953 0.00459946 0.0034741 0.00246597 0.00215761
internal_count=3121 862 331 2259 1986 261 1725 1406 1268 543 725 336 283 233 162
is_linear=0
shrinkage=0.00492917


Tree=1539
num_leaves=15
num_cat=0
split_feature=4 15 151 457 49 15 4 12 16 16 2 0 1 4
split_gain=9.33843e-05 0.000155669 0.000156273 0.000152181 0.000145511 0.000211302 0.000127706 0.000190393 0.000192064 0.000242268 0.000218866 0.000109721 0.000103431 1.23106e-05
threshold=0.27287000000000006 -0.11713499999999999 -0.086944999999999981 0.088350000000000026 -0.006494999999999999 0.090615000000000015 -0.51843499999999987 0.10097500000000002 0.22339500000000004 -0.091354999999999978 0.088225000000000012 -0.13455999999999999 0.111945 -0.029144999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 11 6 -6 8 9 -8 13 -4 -2 -11
right_child=12 2 3 -5 5 -7 7 -9 -10 10 -12 -13 -14 -15
leaf_value=-0.0021205259659193526 -6.0749848388895008e-05 0.0017769465406673695 -0.0027511881359514271 0.0013938330481921548 -0.0015707265813651302 -0.0021178762916114471 -0.0014573349201227183 0.0025537284595027339 -0.0017345622735766379 0.00053068092998741722 0.0027578508608012207 -0.0005507372585030042 0.0021622643190489501 -0.00030525619769839347
leaf_weight=0.0011165081668083306 0.0013345246504572464 0.0013166708181316924 0.0011747300512396919 0.0016059303537545597 0.0010173914869264795 0.0013003957675715725 0.0012652055587212014 0.0011195739656474774 0.0013124864286783028 0.0010584428140288111 0.001679175312347736 0.0015655827467268022 0.0011576034174247823 0.0010290579676624483
leaf_count=212 95 178 60 78 44 485 263 175 266 423 198 256 257 131
internal_value=0 -0.000158119 -1.62543e-05 -0.000183374 -0.000385648 -7.51367e-05 0.000238065 0.000484617 0.000119487 0.000603086 0.00129517 -0.00149404 0.000971849 0.000118596
internal_weight=0 0.0165612 0.0154446 0.014128 0.012522 0.00978173 0.00848133 0.00746394 0.00634437 0.00503188 0.00376668 0.00274031 0.00249213 0.0020875
internal_count=3121 2769 2557 2379 2301 1985 1500 1456 1281 1015 752 316 352 554
is_linear=0
shrinkage=0.0054422


Tree=1540
num_leaves=14
num_cat=0
split_feature=403 11 0 16 43 4 15 1 39 1 16 2 1
split_gain=8.30888e-05 9.65322e-05 0.00010352 0.000176628 0.000123921 0.000121932 0.000150462 0.000312114 0.000158707 0.000170722 0.000153332 0.000195443 0.000124627
threshold=-1.0000000180025095e-35 0.081790000000000015 -0.019414999999999998 0.15891500000000003 -0.25681499999999996 -0.084369999999999987 -0.0088349999999999974 0.08592000000000001 0.056590000000000008 0.11103500000000001 -0.014034999999999997 0.091055000000000011 0.094465000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 -4 -2 -6 7 -7 9 12 11 -8 -9
right_child=1 -3 3 -5 5 6 10 8 -10 -11 -12 -13 -14
leaf_value=-0.0013727046543407276 -0.001753640955508785 -0.0012646214662132926 0.0025041741168884439 1.9749989815639886e-05 -0.0015241758168902742 -0.0027937672178332392 0.0016376202190560329 -0.00037226660860833398 0.0021213359863705037 -0.0013843890588197279 0.0025610640085658434 -0.0012739307722853086 0.0017101562600249764
leaf_weight=0.0011478989158466143 0.0010351116307987214 0.0013504270489470551 0.0013163384965075393 0.0019324788242887081 0.0011046717867541607 0.0010459764002261887 0.0014556536335249559 0.0016197191505368247 0.0010771479521597266 0.0017903350436321297 0.0013352317158288373 0.0011133324253139731 0.0015283728194912527
leaf_count=756 87 169 163 88 132 618 223 109 191 176 175 125 109
internal_value=0 7.95242e-05 0.000190514 0.00102638 -1.66928e-05 0.000132261 0.000299127 -0.000156475 0.000302093 -9.47126e-05 0.00112317 0.000375829 0.000638733
internal_weight=0 0.0177048 0.0163544 0.00324882 0.0131056 0.0120704 0.0109658 0.00706155 0.00601557 0.00493843 0.00390422 0.00256899 0.00314809
internal_count=3121 2365 2196 251 1945 1858 1726 1203 585 394 523 348 218
is_linear=0
shrinkage=0.00523088


Tree=1541
num_leaves=15
num_cat=0
split_feature=4 15 48 151 40 47 3 16 0 12 0 3 1 51
split_gain=8.17245e-05 0.000131317 0.00014451 0.000168497 0.000167804 0.000211181 0.000173574 0.000145971 0.000105954 0.000122588 0.000131311 0.000230731 9.19689e-05 8.22077e-05
threshold=0.27287000000000006 -0.11713499999999999 0.082620000000000013 -0.024429999999999997 -0.061244999999999994 0.10728500000000002 0.10732000000000001 0.16703000000000004 -0.060129999999999996 0.091475000000000015 -0.10224499999999999 -0.078934999999999991 0.111945 0.095050000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 4 -4 -3 6 7 8 9 10 -6 -12 -2 -5
right_child=12 2 3 13 5 -7 -8 -9 -10 -11 11 -13 -14 -15
leaf_value=-0.0020988682913042084 -6.2569969660200675e-05 -0.0023600025565332942 0.0023617083772477414 -0.001102413437285225 -0.0018830724772093905 0.0024081256926433538 0.0016108765284963522 -0.0026496627062349361 0.0010110705254754325 -0.0024972238142414198 -0.0013222842721643945 0.002020966898934919 0.002177722321389118 0.0010212975580836602
leaf_weight=0.0010844305862705269 0.0013230496889171653 0.001241861314264848 0.0016150191881658671 0.0012206999885278061 0.0012225240580198147 0.0010002370936014757 0.0012407394986029274 0.0011145216696858279 0.0014136667768518433 0.0010857101183701645 0.0013434904246159502 0.0014123269714183531 0.0011359746064706772 0.0012111624747943028
leaf_count=212 95 68 152 138 127 74 57 294 103 494 855 99 257 96
internal_value=0 -0.000157556 -1.83401e-05 0.00091563 -0.000359617 -0.000106983 -0.000391791 -0.000719071 -0.000386904 -0.000777159 -0.000307744 0.000391096 0.000972359 -4.47224e-05
internal_weight=0 0.0162064 0.015122 0.00404688 0.0110751 0.00983322 0.00883298 0.00759224 0.00647772 0.00506405 0.00397834 0.00275582 0.00245902 0.00243186
internal_count=3121 2769 2557 386 2171 2103 2029 1972 1678 1575 1081 954 352 234
is_linear=0
shrinkage=0.00577531


Tree=1542
num_leaves=23
num_cat=0
split_feature=14 1213 1374 1456 3 453 0 11 124 3 150 2 13 12 2 13 1 48 16 47 403 12
split_gain=0.000551956 0.000475166 0.000441055 0.000382297 0.000302366 0.000370019 0.000452054 0.000263163 0.000316368 0.000303256 0.000364066 0.000337972 0.000350629 0.000307327 0.000232934 0.0003901 0.00054324 0.000314923 0.000258214 0.000288641 0.000383638 0.00019948
threshold=0.076175000000000007 -1.0000000180025095e-35 -0.094929999999999987 -1.0000000180025095e-35 0.30112000000000005 1.0000000180025095e-35 -0.23091999999999999 0.089270000000000002 -0.043384999999999993 -0.11255999999999998 0.093200000000000019 0.10613000000000002 0.084330000000000016 -0.040564999999999997 0.092875000000000013 -0.42195999999999995 0.10538500000000002 0.083985000000000018 -0.15241499999999997 0.09550500000000002 0.03138500000000001 0.084100000000000022
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 5 6 -5 8 -8 11 13 12 -10 -11 17 -16 -17 18 -15 20 21 -20
right_child=-2 2 3 4 -6 -7 7 -9 9 10 -12 -13 -14 14 15 16 -18 -19 19 -21 -22 -23
leaf_value=-0.00075880322070720453 -0.00096862558099121681 -0.00076775899802504618 -0.00068616787375654672 0.00091599307314682468 0.0008193366300996099 -0.0006173308533074512 0.00073201445068612244 -0.00050487022992173685 0.00063312120376622346 -0.00061944716969659268 -0.00077994560564873428 0.00090081620950152911 -0.00039694038580114865 0.00056079373731376123 0.00046676760196013201 -0.00090902007003764156 0.00014617497869105428 0.00080242528684579218 -0.00017238974231700252 0.0004732674854888822 0.00031503747578125201 -0.00091035290526702629
leaf_weight=0.001364960164114303 0.0010651898928597517 0.0011368630967396589 0.0011103733563364851 0.0012495300832142597 0.0010744492084159831 0.0012713858940691649 0.0014288754822545371 0.0012942074681863138 0.0011454642105917989 0.0011558198240358376 0.0010270283093725121 0.0015518529083321519 0.0012540566378316242 0.0018421348050985309 0.0014044670433577267 0.0017356526048352685 0.0018009574714028531 0.0014594977517352614 0.0014424334612892784 0.0015925720862597359 0.0016405856196235469 0.001228890679204675
leaf_count=477 101 53 241 47 127 69 210 93 49 89 103 70 64 43 12 364 63 112 95 61 66 512
internal_value=0 1.71758e-05 5.38929e-05 8.76027e-05 0.000119903 9.04611e-05 0.000127563 8.47383e-05 0.000119886 7.67605e-05 -4.19808e-06 0.000411342 9.47822e-05 4.78645e-05 0.000102384 -0.000133357 -0.00037168 0.00022891 0.000120857 -1.63988e-05 -0.000197253 -0.000511875
internal_weight=0 0.0302121 0.0288471 0.0277102 0.0265999 0.0255254 0.024254 0.0230045 0.0217103 0.0202814 0.01633 0.00395137 0.00239952 0.015303 0.0141472 0.00494108 0.00353661 0.00920611 0.00774662 0.00590448 0.00431191 0.00267132
internal_count=3121 3020 2543 2490 2249 2122 2053 2006 1913 1703 1520 183 113 1417 1328 439 427 889 777 734 673 607
is_linear=0
shrinkage=0.00134594


Tree=1543
num_leaves=26
num_cat=0
split_feature=14 1213 44 3 51 50 48 1 47 16 42 484 15 131 52 43 52 16 43 403 12 3 4 2 16
split_gain=0.000678784 0.000575749 0.000468856 0.000594417 0.000447203 0.000400086 0.000543382 0.000411789 0.000502467 0.000477259 0.000450392 0.000358823 0.000555748 0.000360305 0.000355672 0.000344599 0.000336791 0.000433863 0.000348199 0.000320258 0.000314537 0.000321629 0.000141692 0.000100757 4.06319e-05
threshold=0.076175000000000007 -1.0000000180025095e-35 1.0000000180025095e-35 0.20828500000000003 -0.40274499999999996 0.10647500000000001 0.12879500000000002 0.10060500000000001 0.096475000000000019 0.042200000000000008 -0.098769999999999983 0.08660000000000001 0.088235000000000022 0.077555000000000027 0.090245000000000006 -0.080324999999999994 -0.088204999999999992 0.19444000000000003 -0.09225499999999999 0.03138500000000001 0.084100000000000022 -0.012939999999999998 0.0052350000000000009 -0.0050599999999999994 -0.43320999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 6 7 11 9 15 -10 12 13 16 19 -9 -6 18 -18 -14 21 -20 -23 -24 -17
right_child=-2 2 -4 -5 5 -7 -8 8 10 -11 -12 -13 14 -15 -16 24 17 -19 20 -21 -22 22 23 -25 -26
leaf_value=-0.00090386026892472324 -0.0011371476432426549 -0.00088904334734032865 -0.00081726994670053472 0.0011153141576302236 -0.0008294827579494817 -0.00074864052678742809 -0.00081130079819817763 0.0004031017904418301 0.00073136479550053412 9.8288614753874168e-05 -0.00057894242165960929 0.0007539748557920527 0.00028730209199860098 -0.0010553238425566789 -0.00022277214678090258 0.0011392992545268797 -0.00098132229552060752 0.00061610984272505661 0.00091184110896835413 0.0012975912439556973 -0.00058048457662640736 -0.0003845281251200521 -0.00010172360522788451 0.00057563115450891429 0.0015402562969103687
leaf_weight=0.0015095820855841593 0.0012340750514767676 0.0011282403767008944 0.0013571630558288908 0.0013479419212556456 0.0013207655098698137 0.0012614998672388902 0.0013608313759547732 0.0013122164173506312 0.00101069930678932 0.0019029263872344382 0.0016519049299349442 0.0016185729264530649 0.0016043878512993484 0.001021206744929116 0.0012450593909807406 0.0010055011823654203 0.0010842455155866126 0.0021505143671873839 0.0010848975633073188 0.0014083829220403743 0.0018407669218726552 0.0016418104259585693 0.0011000881640939042 0.0010040089499909755 0.0015134117068911213
leaf_count=477 101 101 60 130 210 266 45 121 5 149 48 154 160 151 190 74 59 25 91 17 318 48 9 43 69
internal_value=0 2.98163e-05 7.2557e-05 0.000110749 6.60184e-05 0.000102992 0.000141523 0.000190413 0.000473454 0.000731176 -8.15622e-05 5.92881e-05 -8.83208e-06 -0.000176095 0.000472326 0.00104553 -9.61214e-05 1.65427e-06 -0.00016872 0.000759583 -3.66587e-05 0.000170565 -4.41251e-05 0.000221489 0.0013802
internal_weight=0 0.0344866 0.032977 0.0316199 0.0302719 0.0291437 0.0278822 0.0265214 0.00839666 0.00573406 0.0026626 0.0181247 0.0165061 0.0122483 0.00425783 0.00383113 0.0112271 0.00990633 0.00775582 0.00301277 0.00667157 0.00483081 0.00374591 0.0021041 0.00251891
internal_count=3121 3020 2543 2483 2353 2252 1986 1941 466 413 53 1475 1321 954 367 264 803 593 568 177 509 191 100 52 143
is_linear=0
shrinkage=0.00154607


Tree=1544
num_leaves=15
num_cat=0
split_feature=484 4 403 160 42 15 43 133 160 133 52 0 2 3
split_gain=8.54417e-05 0.000109319 0.000101688 0.000123173 0.000111873 0.000182409 0.000185172 0.000151065 0.000216327 0.000241718 0.000305966 0.000230249 0.000144062 7.31612e-05
threshold=-0.0068949999999999992 0.27044500000000005 -1.0000000180025095e-35 0.099315000000000014 -0.11051499999999999 0.088235000000000022 -0.0024749999999999993 -0.081654999999999991 -0.082179999999999989 0.090665000000000009 0.077655000000000016 -0.10096999999999999 0.08647500000000001 0.10893000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 -4 7 -7 -6 -9 10 11 12 -10 -3
right_child=1 13 3 -5 5 6 -8 8 9 -11 -12 -13 -14 -15
leaf_value=-0.0011958761409609536 -0.001508064467343168 0.0018455470254978314 -0.0013562917526597365 -0.0015017110600741483 -0.001759288820803755 0.0025975620952596347 0.00019119962764022481 -0.0015949596121292238 0.0021205103625992041 -0.0014701928755364558 0.0025448468538539549 -0.0013581628402379994 -6.5082071007817354e-05 0.00013199281099357741
leaf_weight=0.0012676963046275155 0.00102339623268602 0.0012092081716141975 0.0010054292535360285 0.0010788483533634716 0.0010143634324547854 0.0013634081171903789 0.0015158399813453025 0.0013053755462449929 0.0013176921921740385 0.0011621632575350843 0.0017651953086634808 0.0014187640612687248 0.0013921593369790042 0.001040567055587388
leaf_count=503 675 230 90 96 218 157 169 233 21 104 78 335 96 116
internal_value=0 7.76085e-05 -6.52313e-05 3.77441e-05 0.000162992 0.000287638 0.00133068 -3.26769e-05 0.000176788 0.000504567 0.000893957 0.000188117 0.000997684 0.00105299
internal_weight=0 0.0176124 0.0153626 0.0143392 0.0132604 0.012255 0.00287925 0.00937571 0.00836135 0.00705597 0.00589381 0.00412862 0.00270985 0.00224978
internal_count=3121 2618 2272 1597 1501 1411 326 1085 867 634 530 452 117 346
is_linear=0
shrinkage=0.00473777


Tree=1545
num_leaves=15
num_cat=0
split_feature=41 0 0 2 43 16 49 0 12 52 16 3 13 0
split_gain=8.78138e-05 9.87166e-05 0.00017085 0.000146262 0.000130455 0.000124595 0.000131205 0.000121414 0.000121562 0.00010897 8.32741e-05 8.40308e-05 9.5725e-05 1.49378e-05
threshold=0.078475000000000017 -0.062294999999999996 -0.10011499999999998 0.095195000000000016 0.08845500000000002 -0.014754999999999999 0.0021350000000000002 -0.084804999999999978 0.090020000000000017 -0.092399999999999982 -0.062804999999999986 0.090900000000000009 -0.010384999999999998 0.041630000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 9 13 6 10 -4 -9 -3 11 12 -1 -5
right_child=-2 3 7 4 -6 -7 -8 8 -10 -11 -12 -13 -14 -15
leaf_value=0.0010011822874848178 -0.0012026566412350881 0.00024906365355735201 -0.0020035884887055723 -0.00035560822882642823 0.0011608211022134036 0.0012878099184369491 -0.0014578869925953289 0.00038626382861625089 -0.0015143360424741835 0.0021476794287941334 -0.00087398013385993031 0.0013357248882503406 -0.00083792067586903351 -0.0011180457689889225
leaf_weight=0.0010321375716102477 0.0011477075173909048 0.0010229452282231322 0.001328348343635528 0.0010002390216712342 0.0010982339836822508 0.0017310639229064489 0.0011094754806868501 0.0016964536852506502 0.001109392590509975 0.0014660706376491287 0.0010477638506323217 0.0015817046784531996 0.0012439982778727487 0.0010496811692773389
leaf_count=96 148 82 742 177 46 123 132 498 615 123 30 124 55 130
internal_value=0 7.20761e-05 -0.000158784 0.000558613 -8.08193e-05 0.000232345 -7.14049e-05 -0.000891631 -0.000365207 0.00136738 0.000242169 0.000545307 -3.96023e-06 -0.000746022
internal_weight=0 0.0175175 0.0118803 0.00563717 0.00314815 0.00774614 0.00601508 0.00413419 0.00280585 0.00248902 0.0049056 0.00385784 0.00227614 0.00204992
internal_count=3121 2973 2415 558 353 560 437 1855 1113 205 305 275 151 307
is_linear=0
shrinkage=0.0044645


Tree=1546
num_leaves=14
num_cat=0
split_feature=1 11 52 2 160 3 12 151 2 43 0 16 0
split_gain=7.75705e-05 0.000113988 0.000125189 0.000124853 0.000145846 0.000188078 0.000233408 0.000174723 0.00013943 0.000111703 0.000119164 0.000110336 9.22738e-05
threshold=0.12337000000000002 0.081790000000000015 0.15915500000000002 0.088225000000000012 0.088405000000000011 -0.11255999999999998 0.090020000000000017 -0.039414999999999999 -1.0000000180025095e-35 -0.084004999999999982 -0.11991499999999998 -0.083134999999999987 -0.053834999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 8 5 -5 7 -7 -1 -10 -11 -9 -2
right_child=12 -3 -4 4 -6 6 -8 11 9 10 -12 -13 -14
leaf_value=0.0012440160232821142 0.0019083793018863972 -0.0019580805608855481 -0.0018767027578678059 0.0022315090961311157 0.0020554380411353513 -0.0015332953268534803 -0.0022026709213170902 0.002392999906114357 0.00014538530333426373 -0.00057520543263343685 -0.0033431712957048194 -3.5771247843648409e-05 -0.00029528671430048011
leaf_weight=0.0010850248788156769 0.0015280195143938802 0.0011909483760055286 0.0012082677886910984 0.0012839154993848356 0.0018732013723155166 0.0010958590130452084 0.0016627571003036273 0.0015098627336206927 0.0013636574868535478 0.0010658024522713916 0.0011868230054087959 0.0012217145214905023 0.0012449623055458955
leaf_count=104 173 157 337 75 185 138 422 107 278 68 781 175 121
internal_value=0 -0.00017084 -2.46198e-05 0.000143024 0.0005715 0.000161156 -0.000323009 0.000493574 -0.000645089 -0.00121189 -0.00203354 0.00130672 0.000919018
internal_weight=0 0.0157478 0.0145569 0.0133486 0.00864731 0.00677411 0.00549019 0.00382744 0.00470131 0.00361628 0.00225263 0.00273158 0.00277298
internal_count=3121 2827 2670 2333 1102 917 842 420 1231 1127 849 282 294
is_linear=0
shrinkage=0.00600863


Tree=1547
num_leaves=27
num_cat=0
split_feature=1213 1456 128 133 133 1374 475 454 123 13 13 1 130 12 43 16 43 9 43 12 13 159 42 4 49 0
split_gain=0.00057409 0.000529057 0.000465129 0.000432241 0.000456007 0.00038868 0.000359939 0.000366553 0.000322047 0.000461391 0.000621344 0.000333357 0.000852535 0.000435425 0.000664119 0.000877554 0.000446117 0.000379147 0.000327799 0.000279358 0.000222539 0.000235049 0.000221078 0.000377806 0.000276404 0.000142649
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 0.089290000000000022 -0.25159999999999993 -0.085499999999999979 -0.094929999999999987 -0.084444999999999978 -1.0000000180025095e-35 0.083430000000000018 -0.53104499999999988 -0.47860499999999995 0.12337000000000002 -0.0015749999999999998 0.10124000000000001 -0.15879999999999997 0.15891500000000003 -0.088704999999999992 0.084755000000000011 -0.074359999999999996 0.088305000000000008 -0.099939999999999987 1.0000000180025095e-35 0.084695000000000006 0.033845000000000007 -0.079429999999999987 -0.17169499999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 19 -6 -7 -8 9 -9 -11 12 -12 14 -14 16 -16 20 -13 -5 -18 22 23 24 -22 -25
right_child=1 2 -4 4 5 6 7 8 -10 10 11 18 13 -15 15 -17 17 -19 -20 -21 21 -23 -24 25 -26 -27
leaf_value=-0.00080595330519526195 -0.00082689346810747193 -0.00073598239567355776 -0.00084411600288294866 0.00016952196220456055 -0.0005561296361603716 -0.00068162582838268563 -0.00063527581030145943 -0.00072883442097289146 0.00078274916234670163 0.0011946383231613527 -0.0010520840789777291 0.0010003130513316547 0.0010064627622058081 -0.00060055530512110342 -0.0006421798749674803 -0.00093126337602877766 0.00093303303156623584 -0.00041122244752782203 0.00014849077601486696 0.0010776692062625928 0.00034531224637751395 -0.00029487067799560158 -7.6798693592251188e-06 0.00043245513645944438 0.0011284700926846147 -0.00027326651923118423
leaf_weight=0.0015741585157094109 0.0012693111982171592 0.0011137896291485419 0.0010016115186339816 0.0011119575818194774 0.0016947473282584715 0.0010033925507315347 0.0010574407121710641 0.0010682619245301296 0.0014794876982614493 0.0010354865828516814 0.0011826610907607329 0.0014379685174595869 0.0016396954001471871 0.0013467670026511272 0.0010037617006093394 0.0013467105117849218 0.0011824878632218346 0.0012170025975848367 0.0018994159583949335 0.0013692105755635509 0.0013818210402689601 0.0010239045893682963 0.0018548558118586245 0.0010340109784294782 0.0019951280846006898 0.0010414759810544183
leaf_count=491 258 120 125 102 55 175 66 18 206 21 116 43 48 147 110 175 48 29 93 71 25 89 317 41 105 27
internal_value=0 2.55789e-05 5.88492e-05 8.75414e-05 0.000117706 6.85766e-05 0.000108937 0.000140379 0.000174313 0.000134643 0.000177302 0.000126133 5.08009e-05 0.000131979 0.000198996 9.77822e-05 0.000215881 0.000296145 0.000515513 0.000670675 0.000386633 0.000309079 0.000393705 0.000530252 0.000808008 7.83252e-05
internal_weight=0 0.0337924 0.0325231 0.0315214 0.0304077 0.0279265 0.0262317 0.0252283 0.0241709 0.0226914 0.0216232 0.0205877 0.0172503 0.0160676 0.0147209 0.0130812 0.0117344 0.0107307 0.00333738 0.00248117 0.00951368 0.0083312 0.00730729 0.00545244 0.00337695 0.00207549
internal_count=3121 2630 2372 2247 2127 1954 1899 1724 1658 1452 1434 1413 1277 1161 1014 966 791 681 136 173 652 604 515 198 130 68
is_linear=0
shrinkage=0.00134594


Tree=1548
num_leaves=26
num_cat=0
split_feature=14 160 403 1374 128 0 4 133 43 1 4 160 47 4 0 48 0 2 16 47 13 4 133 52 12
split_gain=0.000470082 0.000431819 0.000448478 0.000372813 0.000356912 0.000313507 0.00051767 0.000352013 0.000303339 0.000261642 0.000573572 0.000618966 0.000427962 0.00061241 0.000355818 0.000414607 0.000451284 0.000260708 0.000292247 0.000251887 0.000293185 0.000283685 0.000179002 0.000165793 6.04342e-05
threshold=0.076175000000000007 -0.40698999999999991 0.10301500000000001 -0.094929999999999987 0.086435000000000012 0.18019500000000002 -0.49405499999999997 -0.11008499999999999 0.10366000000000002 1.0000000180025095e-35 -0.025314999999999994 0.08325500000000001 0.087235000000000021 -0.17966999999999997 -0.14794999999999997 0.086260000000000017 -0.22491999999999998 1.0000000180025095e-35 -0.076354999999999992 0.09550500000000002 -0.083254999999999982 0.11275500000000001 1.0000000180025095e-35 0.08976000000000002 0.083310000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 5 6 -5 -8 9 10 22 -12 13 -11 15 16 -15 18 -16 -14 -21 -22 23 -9 -19
right_child=-2 2 -4 4 -6 -7 7 8 -10 12 11 -13 19 14 17 -17 -18 24 -20 20 21 -23 -24 -25 -26
leaf_value=-0.00084203864887232277 -0.00096082482782028865 -0.00065917921268338498 -0.00074647930651012954 -0.00088810215282479935 -0.00067302282287138215 0.00090028029044925031 -0.00050496571693773359 0.0001486157211503865 0.00098094025087392539 -0.00059675201369010068 -0.001456975415860062 0.00013575572745724263 -0.00061832285840860205 0.0011919148040055408 0.0010897976249106883 -0.00034848614737161986 -2.6355496674624254e-05 0.0014354990554912728 2.1023848998637491e-05 0.00076480514385002783 0.00022783758033049768 -0.00069756772449680756 -0.00012487908299043857 0.00096986606067951686 0.00095904457718580278
leaf_weight=0.0011770099137219372 0.0010670811120014881 0.0013119566661536899 0.0013996593589644104 0.0010041880953828219 0.0011072932835943785 0.0011953808418408976 0.0014875934499918855 0.0010691922744818696 0.0010782653328161853 0.0010110115105561599 0.0010730453329059345 0.0010010122191827509 0.0012275666913712522 0.0014058635617431037 0.0010260593802554358 0.0014102319711923883 0.0011930854227922855 0.001294586939737552 0.0011535615377888352 0.0011339933198336594 0.0019709212585734548 0.0010930599604306313 0.0013933207082959531 0.0010190485214121026 0.0010027299553163616
leaf_count=226 101 53 198 128 177 32 196 201 48 43 351 135 38 49 141 37 58 173 187 54 87 29 283 44 52
internal_value=0 2.30635e-05 5.80994e-05 9.88085e-05 0.000136547 0.000172058 0.00013586 0.000180481 0.000227783 0.000188126 -8.17667e-05 -0.000688268 0.000288605 0.000475085 0.000602781 0.000287535 0.00063265 0.000885089 0.00052415 -3.78178e-05 0.000131933 -0.000102296 0.000279542 0.000549381 0.00122754
internal_weight=0 0.0302396 0.0290626 0.027663 0.026351 0.0252437 0.0240483 0.0230441 0.0215566 0.0204783 0.00555562 0.00207406 0.0149227 0.00949713 0.00848612 0.00400918 0.00259895 0.00447694 0.00217962 0.00542554 0.00419797 0.00306398 0.00348156 0.00208824 0.00229732
internal_count=3121 3020 2794 2596 2543 2366 2334 2206 2010 1962 1014 486 948 740 697 144 107 553 328 208 170 116 528 245 225
is_linear=0
shrinkage=0.00145689


Tree=1549
num_leaves=17
num_cat=0
split_feature=484 4 403 160 42 43 52 52 1 52 42 16 0 403 1 3
split_gain=7.85834e-05 0.000106379 8.7745e-05 0.000126642 0.000102738 0.000167168 0.000357634 0.000245517 0.000165218 0.00017574 0.000131364 0.000124145 0.000246757 0.000118724 0.000115231 7.24202e-05
threshold=-0.0068949999999999992 0.27044500000000005 -1.0000000180025095e-35 0.099315000000000014 -0.11051499999999999 -0.074359999999999996 -0.085984999999999992 -0.031059999999999997 0.10752500000000002 0.096795000000000006 0.084050000000000014 -0.056919999999999991 -0.10224499999999999 1.0000000180025095e-35 0.080270000000000022 0.10893000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 -4 8 -7 -8 9 10 -6 12 -9 -14 -13 -3
right_child=1 15 3 -5 5 6 7 11 -10 -11 -12 14 13 -15 -16 -17
leaf_value=-0.001140659315021268 -0.001418029384059237 0.0018264537994599722 -0.0012886826658012789 -0.0015273784501560099 0.00085798580854313492 -0.0026823025146588213 0.0022911347935462576 -0.0011282219063803148 0.0027084104482919462 0.0019020960994742572 -0.0015362093699685029 0.00010679415661747896 0.0025955160033110363 0.00031972420580876886 -0.0020829062120803626 0.00012076673865860278
leaf_weight=0.0012781918683580978 0.0010058956054421484 0.0012092939698533289 0.0010162691762553447 0.0010829081162195839 0.0010292265063276415 0.0010679159255367896 0.0011228337020186005 0.0013783996979768185 0.0010054985181112697 0.0012709796170898846 0.0010283887310101464 0.0010424885699038509 0.0010330838862119274 0.0010251129450193908 0.0011179316533952433 0.0010386169458134475
leaf_count=503 675 230 90 96 151 227 55 66 95 146 199 68 112 189 103 116
internal_value=0 7.62836e-05 -6.57457e-05 2.99052e-05 0.000158264 0.000279573 -0.000135485 0.000269254 0.00102537 0.000516965 -0.000338624 -0.000136361 0.000423093 0.00146203 -0.00102629 0.00103836
internal_weight=0 0.0174748 0.0152269 0.014221 0.0131381 0.0121219 0.00778777 0.00671985 0.00433409 0.00332859 0.00205762 0.00559702 0.0034366 0.0020582 0.00216042 0.00224791
internal_count=3121 2618 2272 1597 1501 1411 820 593 591 496 350 538 367 301 171 346
is_linear=0
shrinkage=0.00473777


Tree=1550
num_leaves=14
num_cat=0
split_feature=3 50 159 52 13 160 12 48 12 52 4 15 1
split_gain=8.88771e-05 0.000138104 9.81358e-05 0.000208914 0.000132025 0.000170591 0.000151698 0.000158516 0.000149446 0.000136905 0.000134864 0.000201626 5.542e-05
threshold=0.149315 0.10124500000000002 -0.026354999999999996 0.11434500000000002 -0.094514999999999988 -0.081639999999999976 0.097825000000000009 0.095425000000000024 0.090020000000000017 0.077655000000000016 0.0052350000000000009 -0.095869999999999983 0.08844500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 12 -6 7 8 9 10 -7 -12 -4
right_child=-2 -3 3 -5 5 6 -8 -9 -10 -11 11 -13 -14
leaf_value=0.0013707558052903448 0.00096794263270249929 -0.001815860772395046 0.00037953661954368207 -0.0020582412231162426 0.0014152868638811818 -0.0019413086898110196 0.00093212124323183924 0.00088650604674579692 -0.002561717425808087 0.00078430706893792745 -0.0016213144873469078 0.0009566801814989231 0.0019286702785909252
leaf_weight=0.0010805759740104134 0.0018893096915846277 0.0010082985258789831 0.0010348812001006432 0.0011377727267230528 0.001381516768636821 0.0019476535389688875 0.0016896675999200092 0.0013091182192634665 0.0010454973541514645 0.0012352239839951706 0.0013374825779686531 0.0013873181092232123 0.0010385869185682295
leaf_count=254 168 358 113 177 212 451 302 121 359 316 129 107 54
internal_value=0 -0.000116429 -6.7653e-06 -0.000109106 5.63063e-05 -0.00014479 -0.000361357 -0.000625878 -0.000910624 -0.000618426 -0.000989257 -0.000308742 0.00115549
internal_weight=0 0.0166336 0.0156253 0.0145447 0.0134069 0.0113335 0.00995196 0.00826229 0.00695318 0.00590768 0.00467245 0.0027248 0.00207347
internal_count=3121 2953 2595 2341 2164 1997 1785 1483 1362 1003 687 236 167
is_linear=0
shrinkage=0.00473777


Tree=1551
num_leaves=15
num_cat=0
split_feature=41 0 4 13 4 15 1 15 47 2 4 150 4 4
split_gain=8.89574e-05 8.77513e-05 0.000164072 0.000155721 0.000206485 0.000213643 0.000146558 0.000248101 0.000160592 0.00014476 0.000136692 0.000195042 0.000177595 9.44041e-05
threshold=0.078475000000000017 -0.062294999999999996 -0.51843499999999987 -0.076599999999999988 -0.16363499999999997 -0.016799999999999995 1.0000000180025095e-35 0.083935000000000023 0.087235000000000021 0.11448000000000001 -0.034939999999999992 0.087170000000000011 -1.0000000180025095e-35 0.24564500000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 -3 -4 -5 -6 7 -1 9 10 -8 12 -12 -10
right_child=-2 2 3 4 5 -7 8 -9 13 -11 11 -13 -14 -15
leaf_value=-0.0026636642556707832 -0.0011984662247223605 -0.0010323160646796598 0.0021993143115985841 -0.0010450875538142031 -0.00017920266373194812 0.002660048498818058 -0.00096167095916494276 -8.5707402037455273e-06 -0.0014926042231088784 0.0020021115962421503 0.0027697742589362327 -0.00061882560191131651 0.00032261687799226967 0.00016491075344315982
leaf_weight=0.0010755608757316492 0.0011236901333013796 0.0010497814847676423 0.0012539656214941644 0.0012138181110752377 0.0010180765498712108 0.0010128241939537661 0.0013670973187851487 0.0018069947968372899 0.0014860377965501548 0.0010565348248834927 0.0010519841266367624 0.001416043271969647 0.001235249986248188 0.0011818354268022524
leaf_count=762 148 63 87 155 174 79 319 645 161 153 108 105 110 52
internal_value=0 7.25848e-05 0.000525791 0.00088938 0.000383137 0.00123675 -0.000142755 -0.000999259 0.000137971 0.000528258 0.000221145 0.000657792 0.00144816 -0.000758345
internal_weight=0 0.0172258 0.00554847 0.00449868 0.00324472 0.0020309 0.0116773 0.00288256 0.00879478 0.00612691 0.00507037 0.00370328 0.00228723 0.00266787
internal_count=3121 2973 558 495 408 253 2415 1407 1008 795 642 323 218 213
is_linear=0
shrinkage=0.00437696


Tree=1552
num_leaves=30
num_cat=0
split_feature=1213 1456 475 42 49 1447 43 376 4 15 4 133 48 484 43 1 48 12 12 13 13 4 1 16 160 4 16 13 4
split_gain=0.000725053 0.000688111 0.000468011 0.000464682 0.000564221 0.000530605 0.000509902 0.000529865 0.000497722 0.00055146 0.000432845 0.000456933 0.000423191 0.000461333 0.000479263 0.000375902 0.000371098 0.000369179 0.00032643 0.000493576 0.000453996 0.00030589 0.000449803 0.000227296 0.000180508 0.00014827 0.000145367 0.000130962 5.36226e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.08459499999999999 -0.11466499999999999 0.27293500000000009 -1.0000000180025095e-35 0.24789500000000006 1.0000000180025095e-35 0.26790000000000008 -0.11713499999999999 -0.49405499999999997 -0.086649999999999991 0.094925000000000023 0.08660000000000001 -0.11008499999999999 0.111945 0.10493500000000001 1.0000000180025095e-35 0.092355000000000007 -0.084034999999999985 -0.063184999999999977 0.0061450000000000003 0.086560000000000012 -0.014034999999999997 0.089640000000000011 -0.04890499999999999 -0.059624999999999991 -0.095539999999999986 -0.076779999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 17 5 -5 7 8 9 -7 -11 28 13 14 25 -10 -14 -4 19 27 -20 22 -21 -24 -18 -13 -23 -16 -12
right_child=1 2 3 4 -6 6 -8 -9 15 10 11 12 16 -15 18 -17 24 -19 20 21 -22 26 23 -25 -26 -27 -28 -29 -30
leaf_value=-0.00095649901097895449 -0.0010196409526874619 -0.00083334029494355538 -1.3747110797984596e-06 -0.00082404340663496691 -0.00089006019298234758 -0.00075284926856921351 -0.00066166905463734427 0.0011391973634965055 0.00027581622600630782 -0.00060514900475222111 0.00067596871909450496 0.00025576844736130915 0.0014057095216533724 0.00095248307706729738 0.00029899395563020691 0.0012574172614278798 0.00072575252668268084 -0.0012013997663566209 -0.0011309407768633048 0.00012146058877676963 0.00011598682059431713 -0.00022956644573493532 -0.0014263029096523965 -0.00045900576284084606 -0.00011715403482765894 0.00104017351484169 0.00038436712996015303 0.0010144231882887925 0.0011560477759639865
leaf_weight=0.0017496033025321536 0.0013485752850939661 0.0012452903108541849 0.0012278516960577681 0.0011264271384610605 0.0011336068086649212 0.0014520401143593908 0.0013973978858182736 0.0014303878027313024 0.0018298764366804212 0.0014079308689272018 0.0010480799962255816 0.001065572489775235 0.0010150299827600398 0.0012097205823251586 0.0012963122017741746 0.0016279511854752071 0.0011748097182149309 0.0010504557583561613 0.0014643660527706159 0.0016031681518344915 0.0011520964766561512 0.0014345317113111378 0.0010216713486492779 0.001129528724135298 0.0010738688745277614 0.0010629979689156252 0.0020961992200678736 0.001001582288173708 0.0010078262708996802
leaf_count=491 258 202 32 176 47 97 145 145 72 72 59 71 47 64 53 187 39 82 134 170 129 23 65 67 13 37 25 81 38
internal_value=0 2.2404e-05 6.16722e-05 9.39394e-05 0.000139742 0.000177243 0.000214835 0.000257653 0.000211252 0.000134463 0.000192329 0.000246161 0.000173428 7.12493e-05 -3.1536e-06 0.000737956 0.000659878 -0.000554668 -0.00011668 1.03367e-05 -0.000581886 -0.000179073 -0.000474368 -0.000918405 0.000323218 0.000647497 0.000134927 0.000610828 0.000911308
internal_weight=0 0.0371352 0.0357866 0.0345413 0.032263 0.0311294 0.0300029 0.0286055 0.0271752 0.0237173 0.0222653 0.0208574 0.0188015 0.0155377 0.014328 0.00345783 0.00326371 0.00227831 0.0121995 0.00958299 0.00261646 0.0072851 0.00375437 0.0021512 0.00224868 0.00212857 0.00353073 0.00229789 0.00205591
internal_count=3121 2630 2372 2170 2056 2009 1833 1688 1543 1284 1187 1115 1018 919 855 259 99 114 747 484 263 350 302 132 52 108 48 134 97
is_linear=0
shrinkage=0.00148603


Tree=1553
num_leaves=26
num_cat=0
split_feature=1213 14 1456 151 128 1374 13 13 124 0 49 39 3 15 42 49 0 43 16 52 15 51 12 2 4
split_gain=0.000512101 0.00047632 0.000398885 0.000428862 0.000404956 0.000383458 0.000312828 0.000385619 0.000397986 0.000327527 0.000340071 0.000351124 0.000320955 0.000387869 0.000410518 0.000305564 0.000337421 0.000360631 0.000285225 0.000285062 0.0003007 0.000295345 0.000263356 0.00023984 3.10481e-05
threshold=-1.0000000180025095e-35 0.076175000000000007 -1.0000000180025095e-35 -0.40381499999999992 0.086435000000000012 -0.094929999999999987 -0.53104499999999988 -0.39067499999999994 -0.043384999999999993 -0.23091999999999999 0.10595500000000001 0.13507500000000003 0.088060000000000013 0.15614500000000003 0.11159000000000001 -0.087004999999999985 -0.13843999999999998 -0.15582499999999996 0.052820000000000013 0.090245000000000006 0.088495000000000018 -0.030229999999999996 0.084100000000000022 0.11093500000000002 0.053180000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 5 -5 -7 -8 -9 -10 11 12 13 14 15 -11 -17 -18 23 20 21 -19 24 -14 -23
right_child=1 -3 3 4 -6 6 7 8 9 10 -12 -13 18 -15 -16 16 17 19 -20 -21 -22 22 -24 -25 -26
leaf_value=-0.00085308891173130298 -0.00078482228583855477 -0.00095058646801167055 -0.00085494720324882651 -0.00065159178543445823 -0.00073968044667392066 -0.00053678358039331 0.00093771775337893814 0.00090880405146579195 0.00084579714346287398 -0.00067198934256865476 0.00083448009039020635 0.00088414414723468496 0.0003366613400606194 0.00091526927939174457 -0.00081314415417200873 0.00087577077304490196 0.00067900060888380354 0.00051632045440892858 -0.0010024083614065702 -0.00068775852714588316 0.00072180604086434464 -0.00014625712172800133 -0.0007544551212611628 -0.0006271805951277796 0.00021640172737215647
leaf_weight=0.0015272695377301351 0.0011787357852165994 0.0010606915872068958 0.0010086722698048325 0.0012040851627297391 0.0011311123846677864 0.0011924091904136338 0.0016443400834604783 0.0015937580281195898 0.0013547987499009538 0.001029748648264662 0.0012705128141183011 0.001027640253598249 0.0012394183629833569 0.0011555927274002906 0.0011948029994837137 0.0013307627488066036 0.0017761544150083353 0.0012979516431936861 0.0011931916903122897 0.0013365873063111433 0.0012453318250811307 0.0010019759646915597 0.0016309472913115242 0.0010557512233320132 0.0010866884123172382
leaf_count=491 241 87 63 41 129 33 104 204 49 76 133 29 26 21 140 50 80 206 59 257 76 93 373 24 36
internal_value=0 2.81861e-05 6.25844e-05 9.70255e-05 0.000131327 0.000168003 0.000206465 0.000242689 0.000192611 0.00013884 9.0645e-05 3.98427e-05 -9.52535e-06 9.04083e-05 1.66934e-05 0.000101175 0.000175539 7.61491e-05 -0.000413073 -6.47496e-05 6.8209e-05 -9.40103e-05 -0.000306984 -0.000106695 4.24267e-05
internal_weight=0 0.0312417 0.030181 0.0290022 0.0279936 0.0268624 0.0256584 0.024466 0.0228216 0.0212279 0.0198731 0.0186025 0.0175749 0.0140865 0.012931 0.0117361 0.0107064 0.00937564 0.00348836 0.00759948 0.0062629 0.00501756 0.00371961 0.00229517 0.00208866
internal_count=3121 2630 2543 2302 2239 2110 2069 2036 1932 1728 1679 1546 1517 1408 1387 1247 1171 1121 109 1041 784 708 502 50 129
is_linear=0
shrinkage=0.00148603


Tree=1554
num_leaves=25
num_cat=0
split_feature=14 128 1374 160 403 1456 453 0 11 124 3 48 2 1 16 484 124 43 133 1 0 52 160 1
split_gain=0.000516824 0.000492632 0.00048531 0.000521315 0.000478391 0.000375497 0.000420839 0.000448315 0.000383868 0.000440635 0.000460542 0.000441711 0.000336662 0.000414236 0.000276241 0.000387048 0.000498962 0.000367973 0.000404463 0.000331684 0.000327321 0.000268362 0.000264333 0.000205036
threshold=0.076175000000000007 0.086435000000000012 -0.094929999999999987 -0.40698999999999991 0.10301500000000001 -1.0000000180025095e-35 1.0000000180025095e-35 -0.23091999999999999 0.089270000000000002 -0.043384999999999993 -0.11255999999999998 0.084855000000000014 0.10613000000000002 0.078340000000000007 -0.056919999999999991 0.084040000000000017 0.096090000000000023 -0.08756499999999999 -1.0000000180025095e-35 0.10538500000000002 -0.10224499999999999 0.091275000000000009 0.097500000000000017 0.10937500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 5 -5 7 -7 9 -9 12 14 13 -11 17 16 19 -12 -19 21 -20 -16 23 -13
right_child=-2 -3 3 4 -6 6 -8 8 -10 10 11 22 -14 -15 15 -17 -18 18 20 -21 -22 -23 -24 -25
leaf_value=-0.00080024375611923717 -0.00096930915846305248 -0.00085209220671840697 -0.00079176290773498408 -0.00070311104733835857 -0.00069772095157610034 0.0010442171080711576 -0.00057741891537091753 0.00093224659641566487 -0.0005697796254065709 -0.00025950947123812334 -0.00058926763334196891 0.00039747676353096584 0.0010844393133720687 0.00090030252655303486 -0.0014569786322856963 0.00049201749141652507 0.00044502172431704149 -0.00037202601356458936 0.00012394747543180871 -0.00015874850323568547 0.00097594902099687984 -0.00051683967975801306 -0.00016660756811126892 0.0011596495094344564
leaf_weight=0.0013837722713851966 0.0011883666539698181 0.0013564230656240564 0.0013864778017025339 0.0010224147981251477 0.001437687115266594 0.0013870750087505634 0.0014153054983085936 0.0017831586924466616 0.0013252000340600026 0.00144275991524622 0.0011645261872960085 0.0019833126929887914 0.0017906525275570573 0.0011950000981628683 0.0013112474021401664 0.0011404635479994596 0.0010704415556119784 0.0013388364959866497 0.0018776505650270892 0.0016520061214286841 0.0019521154083245659 0.0012673173935469073 0.0010203883390573765 0.0012039343955621007
leaf_count=53 101 201 215 205 185 45 72 221 88 54 122 163 66 58 300 92 13 327 64 78 255 44 32 67
internal_value=0 8.16056e-06 4.40071e-05 8.14895e-05 0.000122144 0.00016373 0.000196169 0.000238431 0.000192847 0.00023642 0.000178469 6.93571e-05 0.000596897 0.000265927 -6.54908e-05 -0.00027792 -0.000443565 0.000150573 0.000317264 -0.0006684 0.000558231 -0.000994918 0.000478763 0.000685376
internal_weight=0 0.0339082 0.0325517 0.031168 0.0297815 0.0283438 0.0273214 0.0259061 0.024519 0.0231938 0.0214107 0.0169822 0.00442841 0.00263776 0.0127746 0.00644148 0.00530101 0.00633313 0.0051686 0.00423057 0.00382977 0.00257856 0.00420764 0.00318725
internal_count=3121 3020 2819 2766 2551 2366 2161 2089 2044 1956 1735 1557 178 112 1295 527 435 768 646 422 319 344 262 230
is_linear=0
shrinkage=0.00145689


Tree=1555
num_leaves=15
num_cat=0
split_feature=41 2 484 16 0 0 4 51 52 2 2 12 4 16
split_gain=7.48957e-05 9.07255e-05 9.36282e-05 9.35996e-05 0.000189483 0.000224274 0.000197862 0.000178729 0.000257482 0.000130962 0.000145716 0.00013916 0.000108248 6.46934e-05
threshold=0.078475000000000017 -0.0091949999999999983 -0.0068949999999999992 -0.014034999999999997 -0.053834999999999994 -0.019414999999999998 -0.49405499999999997 0.095050000000000009 0.090645000000000017 0.092755000000000018 0.088225000000000012 0.088305000000000008 0.018150000000000003 -0.5048999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 7 12 -6 -7 8 9 10 11 -4 -5 -11
right_child=-2 2 3 4 5 6 -8 -9 -10 13 -12 -13 -14 -15
leaf_value=0.0014106756409211906 -0.0011996426737535088 -0.0013794896870342925 -0.0012935614141026917 0.00065304929687393814 -0.0021319892526545803 -0.0008134823175140382 0.001824313173398694 0.0015702641123824948 -0.0026908368698721715 -0.00022310138802597151 0.0014985459750257606 0.00086796644786504016 0.0025312332194370093 -0.0018873247701265874
leaf_weight=0.0011050571398536968 0.0011559975438029104 0.0011033246744497132 0.001563036985527148 0.0017570921787282562 0.0010329445221664013 0.0013120228240612875 0.0013447502396495307 0.0011020356705265244 0.0010863191013149032 0.0010160764397843525 0.0015891629879042357 0.0012533102792471329 0.0012101973355404805 0.0011777889351035631
leaf_count=158 148 483 340 455 93 103 76 164 391 101 96 259 100 154
internal_value=0 7.00457e-05 -1.94797e-05 7.76752e-05 0.000509909 -0.000221233 0.000521662 -0.000249757 -0.000510726 -0.000151859 0.000328539 -0.000331654 0.00141906 -0.00111655
internal_weight=0 0.0176531 0.0165481 0.0154447 0.00665701 0.00368972 0.00265677 0.00878773 0.00768569 0.00659938 0.00440551 0.00281635 0.00296729 0.00219387
internal_count=3121 2973 2815 2332 827 272 179 1505 1341 950 695 599 555 255
is_linear=0
shrinkage=0.00483252


Tree=1556
num_leaves=25
num_cat=0
split_feature=14 1213 160 1374 3 457 158 11 1 124 3 15 4 124 0 52 2 15 16 0 0 403 4 52
split_gain=0.000584633 0.000501425 0.000474247 0.000414885 0.000368679 0.000368495 0.00039255 0.000350902 0.000341298 0.000305173 0.000359557 0.00041632 0.000427018 0.000341729 0.000483523 0.000317496 0.000723346 0.000454351 0.000622874 0.000454109 0.000447594 0.000572232 0.000215965 0.000189669
threshold=0.076175000000000007 -1.0000000180025095e-35 -0.40698999999999991 -0.094929999999999987 0.30112000000000005 0.080930000000000016 0.087355000000000016 0.087830000000000005 0.086105000000000015 -0.043384999999999993 -0.10519499999999998 0.050935000000000008 -0.42529999999999996 0.10545000000000002 -0.033209999999999996 0.13389000000000004 0.11177500000000001 -0.055554999999999993 -0.056919999999999991 -0.066689999999999985 -0.10011499999999998 0.03138500000000001 0.053180000000000012 0.056145000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 5 6 7 9 -7 -5 11 12 -11 14 15 16 17 18 22 20 -19 -22 -12 -16
right_child=-2 2 3 4 -6 8 -8 -9 -10 10 13 -13 -14 -15 23 -17 -18 19 -20 -21 21 -23 -24 -25
leaf_value=-0.00080035590401394887 -0.00098970883971206481 -0.00079430141865177955 -0.00067096939833564701 0.00079307468760223985 0.00092564817675147581 -6.0823644590445695e-06 -0.00079595067990390913 -0.00058609948459839144 0.00091941773539393722 3.4329203615282447e-05 -0.00043596069759767488 -0.00027239463945569209 0.0012110906720290777 0.00068262046322404906 -0.0002231224750800262 0.00066086606393224098 -0.00086162043195356862 0.00069685699025800812 -0.0011575737708865419 0.0011867749610086141 -0.00082127385774636555 0.00041142811192390968 0.0003874323136354691 -0.0010471319592092727
leaf_weight=0.0014765362585598676 0.0012287746450367889 0.0012991073370050002 0.0014066198174837998 0.0012802583009130777 0.001123151247509945 0.0013882792725352635 0.0011179783097244869 0.0015533164347925057 0.0019613457091213204 0.0010006372398976282 0.0010171971750393416 0.00108871416880163 0.0016943496871801777 0.0013265486679201457 0.0010347619811928053 0.0014572423217449346 0.0018688684308810774 0.0019905828325477073 0.0011494389594080747 0.0010856157558532045 0.0014587694421247521 0.0016230428061341229 0.0017995675587051951 0.0012684863668823709
leaf_count=477 101 202 53 144 127 76 200 94 113 35 86 32 69 25 68 123 152 39 209 26 531 55 65 19
internal_value=0 1.34314e-05 5.09882e-05 8.67637e-05 0.000123155 9.11538e-05 3.11297e-05 7.01491e-05 0.000535837 0.000116182 7.46464e-05 0.00047303 0.000774164 -1.36061e-05 -7.22327e-05 3.13173e-05 -4.51772e-05 0.000105533 -0.000271496 0.000348367 0.000168928 -0.000172069 9.00866e-05 -0.000676936
internal_weight=0 0.0334704 0.0319939 0.0306948 0.0292882 0.028165 0.0248154 0.0236974 0.00334962 0.0221441 0.0208638 0.0037837 0.00269499 0.0170801 0.0157536 0.0134503 0.0119931 0.0101242 0.0039662 0.00615801 0.0050724 0.00308181 0.00281676 0.00230325
internal_count=3121 3020 2543 2341 2288 2161 1972 1772 189 1678 1534 136 104 1398 1373 1286 1163 1011 360 651 625 586 151 87
is_linear=0
shrinkage=0.00142833


Tree=1557
num_leaves=14
num_cat=0
split_feature=3 50 48 2 159 15 151 2 4 0 4 1 2
split_gain=7.86678e-05 0.000120414 0.00010222 0.000197643 0.000147101 0.000188409 0.000173717 0.000153209 0.000187021 0.00017281 0.00018928 0.000140604 0.000120316
threshold=0.149315 0.10124500000000002 0.11926500000000002 0.11548000000000001 0.091005000000000016 -0.11713499999999999 -0.086944999999999981 0.10444500000000002 0.16173500000000005 -0.084269999999999984 0.0061450000000000003 0.090475000000000014 0.088555000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 -1 -7 8 9 10 -8 12 -11
right_child=-2 -3 -4 -5 -6 6 7 -9 -10 11 -12 -13 -14
leaf_value=-0.001516179374292151 0.00078663133262388491 -0.0014678334241736873 -0.001249316169165855 0.0016380796952730546 -0.0015021149322227761 0.001851428957401731 -0.0016181395464441887 -0.0012679101935789785 0.001911375695604393 0.0019625006090133756 0.00031550166449674819 -0.00048401506014865203 0.00032371372077885045
leaf_weight=0.0011656094381704346 0.0019085511367414867 0.0010236740838237548 0.0010544328501738134 0.0012663668536438697 0.0011132806583420843 0.0010172083977963995 0.0017285645861668695 0.0012844407278511097 0.0010270795687903076 0.0014017626730928609 0.0017162333071307351 0.0014575561757601552 0.001670179264501151
leaf_count=200 168 358 68 259 224 130 489 197 58 313 122 234 301
internal_value=0 -9.66902e-05 -8.42834e-06 7.96918e-05 -6.5611e-05 6.26494e-05 0.000225464 6.46654e-05 0.000254816 4.14528e-05 -0.00065478 0.000570955 0.00107151
internal_weight=0 0.0169264 0.0159027 0.0148483 0.0135819 0.0124686 0.011303 0.0102858 0.00900138 0.0079743 0.0034448 0.0045295 0.00307194
internal_count=3121 2953 2595 2527 2268 2044 1844 1714 1517 1459 611 848 614
is_linear=0
shrinkage=0.00412451


Tree=1558
num_leaves=14
num_cat=0
split_feature=403 0 403 133 13 4 0 1 0 15 1 1 43
split_gain=8.18254e-05 9.76198e-05 0.0001138 0.000128475 0.000163998 0.000106591 0.000164487 0.000280923 0.000229306 0.000123148 0.000143877 0.000220177 0.000118058
threshold=0.096440000000000012 0.15398500000000004 -1.0000000180025095e-35 0.083950000000000011 -0.082199999999999981 -0.27825499999999997 -0.059114999999999994 1.0000000180025095e-35 -0.10151999999999999 -0.015039999999999998 0.11103500000000001 0.094465000000000007 -0.078139999999999973
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 5 -5 -4 7 -7 9 10 11 -9 -8
right_child=-2 -3 3 4 -6 6 12 8 -10 -11 -12 -13 -14
leaf_value=-0.0017284642015621089 -0.0013913162169072956 0.0015109365314986392 -0.0014864230080546257 -0.00021997638313004341 0.0024853278152516959 -0.0028699827895691103 -1.8999173020851294e-05 -0.00040308570384125938 -0.0018198677579504526 0.0018319634784842555 -0.0010566523083562819 0.0023433186558391621 0.0023162767985868962
leaf_weight=0.0010098273805397495 0.0011011461360872629 0.0012121324166955707 0.0014016687322437856 0.001184066623159348 0.0012715823796858256 0.0010173843359485369 0.0010798367650187435 0.0018960531608751561 0.0014714138030231241 0.0014142921242876749 0.0018961066577530827 0.0013800744564420597 0.0013120497034810651
leaf_count=752 233 54 170 354 332 307 84 78 349 105 116 91 96
internal_value=0 7.86683e-05 -2.76168e-05 8.44625e-05 0.00118088 -0.000124757 4.16831e-05 -0.000279942 4.70728e-05 0.000464143 9.01268e-05 0.000753842 0.001262
internal_weight=0 0.0175465 0.0163344 0.0153245 0.00245565 0.0128689 0.0114672 0.00907532 0.00805794 0.00658653 0.00517223 0.00327613 0.00239189
internal_count=3121 2888 2834 2082 686 1396 1226 1046 739 390 285 169 180
is_linear=0
shrinkage=0.00523088


Tree=1559
num_leaves=14
num_cat=0
split_feature=42 12 52 1 160 49 151 4 12 3 1 0 42
split_gain=7.4038e-05 0.000163172 0.000105816 0.000120744 0.000106902 0.000153932 0.000302894 0.000138716 0.00013306 0.000183696 0.000306302 0.00013406 0.000146847
threshold=-1.0000000180025095e-35 0.051320000000000005 0.19022000000000003 0.13146500000000003 -0.085579999999999976 -0.043469999999999995 -1.0000000180025095e-35 0.0052350000000000009 0.095330000000000012 0.11924500000000002 0.095285000000000022 -0.084269999999999984 0.086375000000000021
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -2 7 -7 -6 9 10 11 -8 -13
right_child=2 -3 -4 -5 5 6 8 -9 -10 -11 -12 12 -14
leaf_value=0.00043494039887819239 0.0015503503467365278 -0.0017824834861897506 -0.0011720969832047818 0.0016901657181094337 -0.00017575070028698453 -0.0025425091864478321 -0.00094427573410484219 0.0017642606106660593 -0.0011878694662018825 -0.0014911842852163098 0.0030624841773903488 0.0020292506309260989 -0.00042375623660540271
leaf_weight=0.0014678354797528761 0.0010639609574576445 0.0015124191202477918 0.001293549438834308 0.0011865337120614836 0.0015649958207920043 0.001215786217563854 0.0015656984704255595 0.0017551070043109185 0.0016263491183226703 0.0010080012184268128 0.0010022460858987725 0.0011590181623302121 0.0010387341468005157
leaf_count=133 244 729 287 198 166 199 319 102 270 34 144 81 215
internal_value=0 -0.000690358 0.000125112 0.000243394 0.000111344 -1.69284e-05 -0.000350921 0.000849798 9.14507e-06 0.000346323 0.000734978 0.000115138 0.000869874
internal_weight=0 0.00298025 0.01548 0.0141864 0.0129999 0.0119359 0.00861583 0.0033201 0.00740005 0.0057737 0.0047657 0.00376345 0.00219775
internal_count=3121 862 2259 1972 1774 1530 1262 268 1063 793 759 615 296
is_linear=0
shrinkage=0.00473777


Tree=1560
num_leaves=14
num_cat=0
split_feature=3 39 48 48 474 160 4 133 13 0 4 16 16
split_gain=7.32391e-05 0.000113355 0.000162163 0.000220963 0.000134799 0.000151999 0.00017915 0.000148682 0.000215539 0.000155826 0.000150584 0.000241203 9.9175e-05
threshold=0.149315 0.085220000000000004 0.11951500000000001 0.096390000000000017 0.084660000000000027 -1.0000000180025095e-35 -0.35136499999999998 -1.0000000180025095e-35 -0.084034999999999985 -0.077999999999999986 0.0061450000000000003 -0.094359999999999986 -0.0083599999999999976
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 12 -7 -8 -9 10 -10 -12 -1
right_child=-2 -3 -4 -5 -6 6 7 8 9 -11 11 -13 -14
leaf_value=-0.0036524747465717031 0.0012095390464495325 0.0014675243717684743 -0.0027966865426415684 0.0026577507439960735 0.0017040498686320662 -0.0026038153756878877 -0.0017245996583234262 0.0030597074813753797 -0.0026452995954217326 0.0015963452866543998 -0.0018437075242052335 0.0021695775568617765 -0.0007760863686114795
leaf_weight=0.001014772522317943 0.0018757525388539411 0.0016535204228001676 0.0010460024547402922 0.0010984817830863589 0.0011849086684731789 0.0011950807223968267 0.0015457667263120032 0.0011616765146863451 0.0012196705304685666 0.0017200342173234072 0.0012841584740803658 0.0012502270205806965 0.0010134711922879609
leaf_count=388 168 302 66 149 291 103 622 130 273 318 71 34 206
internal_value=0 -0.000147188 -0.000328395 -0.000139778 -0.000383868 -0.000600793 -0.000251581 9.20106e-05 0.00051518 -2.4803e-05 -0.000767581 0.000136069 -0.0022152
internal_weight=0 0.0163878 0.0147343 0.0136882 0.0125898 0.0114049 0.00937661 0.00818153 0.00663577 0.00547409 0.00375406 0.00253439 0.00202824
internal_count=3121 2953 2651 2585 2436 2145 1551 1448 826 696 378 105 594
is_linear=0
shrinkage=0.00650394


Tree=1561
num_leaves=14
num_cat=0
split_feature=42 43 16 13 48 1 52 16 3 0 15 52 0
split_gain=7.60773e-05 0.000113232 0.000140235 0.000147538 0.000128512 0.000242811 0.000141684 0.000141749 0.000206103 0.000197419 0.00012409 5.18751e-05 4.34859e-05
threshold=-0.11466499999999999 -0.17390999999999998 0.22339500000000004 -0.23438999999999996 0.12796000000000005 0.10439500000000002 0.090245000000000006 -0.082404999999999992 -0.082974999999999979 -0.10151999999999999 -0.097454999999999986 -0.23375999999999997 -0.14116499999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 5 6 7 8 -5 -9 -7 -4 -10
right_child=1 2 11 4 -6 10 -8 9 12 -11 -12 -13 -14
leaf_value=-0.0014955720914457394 0.0015014457736362138 0.0020949956977767887 -0.00061447315753628516 0.0029684275564579731 -0.0021031908831261911 0.00061373316621067011 -0.0019629907458814976 0.00045023129891129252 0.00056822820758178503 -0.0027369502327115329 0.0032313571954035863 -0.0024588536644500436 -0.0010998339036092937
leaf_weight=0.0011597666276027254 0.0018421983590612952 0.0012854437642282881 0.0011815034008621772 0.0011163616279553923 0.0010056790603716328 0.0015717563064937892 0.0016340904507510523 0.0015795753424820997 0.0012533943593862062 0.0012624535160453178 0.001119581050441327 0.0010309991758739581 0.0010262554248362688
leaf_count=171 144 151 287 197 60 179 527 82 60 768 142 99 254
internal_value=0 9.52548e-05 -7.6675e-05 0.000163818 -5.07548e-05 0.000144644 -0.000388009 2.4566e-05 0.00085316 -0.000965542 0.00170265 -0.00147393 -0.000182702
internal_weight=0 0.0169093 0.0150671 0.0128546 0.0115691 0.0105635 0.00787213 0.00623804 0.00339601 0.00284203 0.00269134 0.0022125 0.00227965
internal_count=3121 2950 2806 2420 2269 2209 1888 1361 511 850 321 386 314
is_linear=0
shrinkage=0.00600863


Tree=1562
num_leaves=13
num_cat=0
split_feature=41 133 0 42 47 15 15 0 15 42 12 47
split_gain=7.29117e-05 8.25328e-05 0.000139319 0.000128191 0.000113808 0.000121634 0.000241461 0.000227271 0.000212578 0.000421854 0.0001089 9.32974e-05
threshold=0.078475000000000017 0.10722500000000001 -0.019414999999999998 -1.0000000180025095e-35 0.087235000000000021 -0.07490999999999999 -0.0058549999999999991 -0.14920999999999998 0.035560000000000008 0.081660000000000024 0.051320000000000005 0.10589000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 7 -7 -5 -8 -10 -4 -6
right_child=-2 -3 10 4 11 6 8 -9 9 -11 -12 -13
leaf_value=-0.0013030553498435472 -0.001229437740896574 -0.0011950742309534475 0.0022577530808499421 0.00019529383296656598 -0.0016545386396517533 -0.002148194302835638 0.0020551336586501086 0.002945134871402591 -0.0027031962936307848 0.0011647956472804685 0.00038066906161983704 0.00013892149438874847
leaf_weight=0.0016834760679255009 0.0010678086890378849 0.0011193381729297921 0.0011550812477566326 0.0019680779518393976 0.0013130809676377688 0.0010185780062991054 0.001347671323908008 0.0010910008623050685 0.001050566571532352 0.0017643076965076498 0.0019241515562558043 0.0013991782501993899
leaf_count=660 148 416 156 86 115 312 83 417 75 359 149 145
internal_value=0 7.27696e-05 0.000163074 -6.15404e-05 0.00012929 0.000411909 -3.92364e-05 0.00117601 0.000476827 -0.000278815 0.0010848 -0.000729343
internal_weight=0 0.0168345 0.0157152 0.0126359 0.0109525 0.0082402 0.00518112 0.00305908 0.00416255 0.00281487 0.00307923 0.00271226
internal_count=3121 2973 2557 2252 1592 1332 829 503 517 434 305 260
is_linear=0
shrinkage=0.00483252


Tree=1563
num_leaves=25
num_cat=0
split_feature=1456 128 1213 453 4 13 13 12 43 4 49 3 403 16 160 16 0 0 1374 51 0 0 4 2
split_gain=0.000486049 0.000493531 0.000395798 0.000383818 0.000322233 0.000311606 0.000432714 0.000385253 0.000316191 0.00051116 0.000314393 0.00025927 0.000239631 0.000286116 0.000585003 0.000523455 0.000325999 0.000228915 0.000204026 0.000448119 0.000156548 0.000236256 0.000103833 7.86895e-05
threshold=-1.0000000180025095e-35 0.089290000000000022 -1.0000000180025095e-35 1.0000000180025095e-35 0.27287000000000006 -0.53104499999999988 -0.43167499999999998 0.10388500000000002 -0.45785999999999999 -0.46376499999999993 0.10542000000000001 -0.14989499999999997 0.03138500000000001 -0.0064149999999999997 -1.0000000180025095e-35 0.15891500000000003 -0.053834999999999994 -0.082184999999999994 -0.094929999999999987 0.078435000000000019 -0.10224499999999999 -0.083914999999999976 0.42642000000000008 0.092365000000000017
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 -4 -7 8 -8 -10 12 -6 13 14 -11 23 -17 -14 -16 20 -20 -22 -13 -15
right_child=1 -3 3 -5 11 6 7 -9 9 10 -12 22 17 15 18 16 -18 -19 19 -21 21 -23 -24 -25
leaf_value=-0.00091412560423146912 -0.00072513630086646979 -0.0009182326964867983 -0.00069372567374238942 -0.00064993160132909998 -6.4338296292709234e-06 0.000951880464951439 0.00080695197910961953 -0.00067078079424465187 -0.0009048642835003661 -0.0011450111080057927 0.00074180900489629676 0.0011617163959012414 6.9362988031760348e-05 0.00047671214585650695 -0.00059206807349591385 0.00042964775429401908 -0.00056785278958933368 0.00096092763633694232 -0.00054864592740292903 0.00075662571962658882 0.00037761674885040497 -0.00043461324443678091 0.00054291825378535556 0.0010140775751345458
leaf_weight=0.00116954978935807 0.0012521436268512201 0.0010915061807502671 0.0010318180238986186 0.0013390132824240277 0.0011423005637957173 0.0011770511374393734 0.0012541741376139682 0.001368494063112762 0.0010438794103322302 0.0011032082046166809 0.0015331313909305857 0.0010344068242513762 0.001268867140627794 0.001021857852531974 0.0010926087371530011 0.0011312085536259175 0.0016337934870591653 0.0010941308921701429 0.0013785747874588338 0.0014901105301874384 0.0017225080465541531 0.0012687265180497736 0.0011892101760855034 0.0012193163001388285
leaf_count=288 412 174 20 75 56 28 43 176 139 306 150 85 75 146 23 76 48 27 68 111 130 218 183 64
internal_value=0 2.45049e-05 6.02459e-05 9.59565e-05 0.000134078 7.32597e-05 0.000109559 6.14877e-05 0.000113529 6.52186e-05 0.000124934 0.000546651 6.36203e-05 -1.21004e-05 -0.000178747 0.00025606 -0.000159759 0.000482181 -2.54224e-05 8.02313e-05 -0.00015042 3.31109e-05 0.000830778 0.000769067
internal_weight=0 0.029882 0.0287905 0.0275384 0.0261994 0.0228335 0.0218016 0.0206246 0.0192561 0.0180019 0.016958 0.00336592 0.0154249 0.0130619 0.00805574 0.00500618 0.002765 0.002363 0.00695253 0.00585992 0.00436981 0.00299123 0.00222362 0.00224117
internal_count=3121 2833 2659 2247 2172 1848 1828 1800 1624 1581 1442 324 1292 1190 856 334 124 102 550 527 416 348 268 210
is_linear=0
shrinkage=0.00142833


Tree=1564
num_leaves=13
num_cat=0
split_feature=42 47 42 43 16 0 2 3 2 49 4 0
split_gain=7.38746e-05 0.000117202 0.000121343 0.000119431 0.00012519 0.000134582 9.8111e-05 0.000194918 0.000157951 0.000120807 0.000110274 7.6009e-05
threshold=0.10256000000000001 0.11069000000000002 -1.0000000180025095e-35 -0.12152999999999999 0.22339500000000004 -0.04917499999999999 0.089775000000000008 -0.078934999999999991 0.11215000000000001 -0.069799999999999987 -0.0016099999999999997 -0.077809999999999976
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 11 -4 5 6 7 -5 9 -8 -9 -1
right_child=-2 -3 3 4 -6 -7 8 10 -10 -11 -12 -13
leaf_value=-0.001909071707844383 -0.00096323001124332911 0.0011632543789807039 0.0015544861591970114 -0.0022868469476999059 -0.0011694554597517768 0.0014071823739009409 -0.00027807144522253485 0.001161258259985706 -0.00073704803977161354 0.0016544739199868084 -0.00084672118953591207 -0.00020668782685085379
leaf_weight=0.0010708471924777974 0.0015250094763463997 0.0018527801531124646 0.0010992003969154665 0.0010415213517051356 0.0016681890953584985 0.0015576505462064514 0.0010154203065877998 0.0010642208687896004 0.0017082040002122101 0.0019763014488967112 0.0012142758939369114 0.0011051821934189724
leaf_count=602 346 148 76 564 263 155 56 144 164 264 109 230
internal_value=0 8.46752e-05 -5.2944e-05 0.000121827 -1.8206e-05 0.000182314 -5.55822e-05 -0.000654851 0.00036774 0.000998549 9.11488e-05 -0.00104445
internal_weight=0 0.0163738 0.014521 0.012345 0.0112458 0.00957759 0.00801994 0.00332002 0.00469993 0.00299172 0.0022785 0.00217603
internal_count=3121 2775 2627 1795 1719 1456 1301 817 484 320 253 832
is_linear=0
shrinkage=0.00455379


Tree=1565
num_leaves=26
num_cat=0
split_feature=1213 1456 133 133 128 475 454 123 13 13 130 48 1 43 2 2 16 0 0 3 12 1 1 4 4
split_gain=0.000532448 0.000506178 0.000445867 0.00058285 0.00033706 0.000326414 0.000349113 0.000324275 0.000438443 0.000459355 0.000304965 0.000506293 0.000393532 0.000701187 0.000448395 0.000482938 0.000430051 0.000425044 0.000331882 0.000288115 0.000245312 0.000240095 0.000290944 0.000406433 0.00013708
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.25159999999999993 -0.085499999999999979 0.086435000000000012 -0.084394999999999984 -1.0000000180025095e-35 0.083430000000000018 -0.53104499999999988 -0.39067499999999994 -0.0015749999999999998 0.12649500000000002 0.10089500000000001 -0.17390999999999998 0.092875000000000013 0.089775000000000008 -0.091114999999999988 -0.17169499999999996 -0.10151999999999999 -0.080634999999999984 0.088305000000000008 0.10708500000000001 0.11323000000000001 0.23246000000000003 0.053180000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 20 5 -5 -7 8 -8 -10 -11 12 13 -12 15 18 -17 -14 24 -16 -4 -19 -23 -24 -15
right_child=1 2 3 4 -6 6 7 -9 9 10 11 -13 17 14 19 16 -18 21 -20 -21 -22 22 23 -25 -26
leaf_value=-0.00085588697064070012 -0.00090409963429050847 -0.00088398838759888923 0.00024161568938157909 -0.00075724647693525273 -0.000770005985800651 -0.00074111104236715354 -0.00085680518568473536 0.0008157747773661309 0.00093533266297776349 -0.00057370064048711507 0.0008912789100371045 -0.00073342910365046545 0.001132247035456886 -0.00017800391114625158 -0.00013048044826518963 0.0011823942246229073 -5.810161068185642e-05 0.00086262127656552259 -0.00070241643244375797 -0.0010403741644459037 0.0011688144929628904 -0.00056176194966773641 -0.00015139802485349422 0.0010213536711240806 0.00050277203593659427
leaf_weight=0.0015676733524668798 0.0012266389220922649 0.0010474861511383651 0.0010784671966742035 0.0010097040480909194 0.0010950280075734389 0.001034849268236381 0.0010093763308987027 0.0013538304102506107 0.0013913153858524643 0.0014505041442507407 0.001681774590409634 0.0013707253743033823 0.0015785729065385112 0.001416809995899538 0.0014301518693973225 0.0012778031340658913 0.001107118188795192 0.0010776220327048938 0.0017371585250241083 0.001527666652148485 0.0013814875976658203 0.0010623520887640958 0.001482897684311979 0.0010870300433658553 0.001127329330360638
leaf_count=491 258 164 105 194 84 66 18 206 73 143 58 39 46 41 111 24 90 54 397 198 74 44 46 78 19
internal_value=0 1.36938e-05 5.02255e-05 8.30972e-05 2.1915e-05 5.49949e-05 8.75332e-05 0.000123012 8.19059e-05 0.000125356 7.01563e-05 0.000119401 0.000185842 2.33423e-05 -0.000128327 8.11442e-05 0.000606536 0.000477995 -0.000211529 -0.000600426 0.000762322 0.000258716 7.95493e-05 0.000344653 0.000123654
internal_weight=0 0.0320437 0.0308171 0.0297696 0.0273096 0.0262146 0.0252049 0.02417 0.0228162 0.0218068 0.0204155 0.018965 0.0175943 0.0113058 0.00962404 0.00666622 0.00238492 0.00628847 0.0042813 0.00295782 0.00245995 0.0047099 0.00363228 0.00256993 0.00254414
internal_count=3121 2630 2372 2208 2029 1945 1751 1685 1479 1461 1388 1245 1206 938 880 571 114 268 457 309 179 222 168 124 60
is_linear=0
shrinkage=0.00145689


Tree=1566
num_leaves=15
num_cat=0
split_feature=484 4 42 43 4 49 4 43 16 48 16 13 4 3
split_gain=7.39026e-05 0.000109197 8.57572e-05 0.000221974 0.000205892 0.00015714 0.00017271 0.000103621 8.89239e-05 0.000181968 0.000156854 8.66671e-05 8.63533e-05 7.30358e-05
threshold=-0.0068949999999999992 0.27044500000000005 0.092145000000000019 0.15359500000000004 0.055260000000000011 0.036705000000000008 -0.35136499999999998 -0.066504999999999995 0.0065250000000000004 0.086260000000000017 -0.082404999999999992 -0.014169999999999999 -0.013125 0.10893000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 6 -2 -6 9 10 -8 -4 -12 -3
right_child=1 13 11 -5 7 -7 8 -9 -10 -11 12 -13 -14 -15
leaf_value=-0.0014062762515210327 -0.0021580102642640695 0.0023467392050184714 -0.0021952943590223309 0.0024735939867451188 -0.00053871194971339667 0.002424631843500588 0.0019634125700326559 -0.0030808846892110228 0.0016337043391705113 -0.0020019057756238976 -0.0015590743608405692 0.00011177690720032587 0.00070093320760553123 0.00018977024003343277
leaf_weight=0.0012212757394228354 0.0011398524611103697 0.0011476086298680957 0.0012348994504228633 0.0012350788643593633 0.001158939962615152 0.0010153016780937718 0.0016639785807774929 0.0010702039005481287 0.0014155206734243198 0.0012403126230978168 0.0011446576153184016 0.0010416790070451052 0.0012035878982291611 0.0010369994411231487
leaf_count=503 142 230 386 146 83 265 342 64 148 132 379 59 126 116
internal_value=0 9.47272e-05 -8.94932e-05 0.000105079 -0.000159598 0.000244534 -3.89548e-05 -0.0017592 0.000323281 -2.98683e-05 0.000579754 -0.00113966 -0.000400713 0.00132286
internal_weight=0 0.0167486 0.014564 0.0122874 0.0110524 0.00882321 0.00780791 0.00222914 0.00666806 0.00525254 0.00401222 0.00227658 0.00234825 0.00218461
internal_count=3121 2618 2272 1827 1681 1534 1269 147 1127 979 847 445 505 346
is_linear=0
shrinkage=0.00589082


Tree=1567
num_leaves=27
num_cat=0
split_feature=1213 1456 128 1447 376 376 4 0 52 1186 42 42 15 51 48 52 0 43 1 12 151 4 16 16 2 0
split_gain=0.000605714 0.000511242 0.000432326 0.000293003 0.000313948 0.00039948 0.000304952 0.000523009 0.000357308 0.000291836 0.000285923 0.000321263 0.000537802 0.000398384 0.000615999 0.000313331 0.000417169 0.000549052 0.000425113 0.000256584 0.000177216 0.000154041 0.000144715 0.000134519 2.87508e-05 1.88491e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 0.086435000000000012 -1.0000000180025095e-35 0.11430500000000002 1.0000000180025095e-35 -0.49405499999999997 -0.019414999999999998 -0.034054999999999995 0.057025000000000006 0.10256000000000001 0.088060000000000013 0.097485000000000016 0.095050000000000009 0.092150000000000024 -0.088204999999999992 -0.077809999999999976 -0.0037449999999999996 0.092695000000000013 0.092355000000000007 -0.0038099999999999996 0.24564500000000003 -0.056919999999999991 -0.16927999999999996 0.10527500000000002 -0.10224499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 5 6 -5 9 -9 10 11 12 13 14 15 -8 17 -17 20 23 -19 -16 -20 -13 -10 -22
right_child=1 2 -4 4 -6 -7 7 8 24 -11 -12 19 -14 -15 21 16 -18 18 22 -21 25 -23 -24 -25 -26 -27
leaf_value=-0.00084792422714644326 -0.00082828796248972229 -0.00060387332015096747 -0.00069001692070761356 -0.00052843072285296225 -0.00061218150895068449 0.00084783782233127626 -0.00050874315468027443 0.0011902774222322487 0.00045146751180559432 0.00078509051691932289 -0.00052247372803423345 0.0010318021184033842 -0.00093049152459922916 0.00066791494012105178 -0.0009185470304796053 -0.00072702644221355969 0.00095174313702477533 0.0010403982989697555 0.00015433934075410606 -6.8352400534948482e-05 0.00023988821155807339 -0.00022947379427722882 -0.00048390440268412569 0.00038899375693387606 0.00013118618689710032 0.00050272777288686715
leaf_weight=0.0015839313512092104 0.0012820474264394468 0.0011013084630279993 0.0013979016081016029 0.0013498203389818919 0.0010696217096008978 0.0014479059827063037 0.0012680613600102855 0.001344462538447333 0.0010176504503566349 0.0010022115739768403 0.0016453549262939451 0.001166188661953893 0.0011190055898291371 0.0017669408529412687 0.0014804526535403548 0.0012614592154336374 0.0012600529712130113 0.0011499944062620671 0.001504567371937604 0.0012591704230855427 0.0010585417524424656 0.0010416735392340115 0.0012064766320243336 0.0012948805301642987 0.0010984340256671166 0.0010000636931213258
leaf_count=491 258 200 135 108 26 136 146 64 54 68 211 37 69 68 92 276 56 21 83 145 23 30 28 171 40 85
internal_value=0 2.1429e-05 5.62198e-05 9.10916e-05 0.000117655 0.000145793 0.000107137 0.000141527 0.000636841 6.17485e-05 2.6356e-05 7.42932e-05 -1.4646e-05 5.85656e-05 -2.94611e-05 0.000127565 0.000223153 9.5309e-05 0.000270546 0.0004357 0.000608721 -0.00063395 -0.000129694 0.000693591 0.000285213 0.000367575
internal_weight=0 0.0325942 0.0313122 0.0299143 0.028813 0.0277434 0.0262955 0.0249456 0.00346055 0.0214851 0.0204829 0.0188375 0.0151173 0.0139983 0.0122313 0.00970922 0.00844116 0.0071811 0.00591964 0.00372024 0.0032086 0.00252213 0.00271104 0.00246107 0.00211608 0.00205861
internal_count=3121 2630 2372 2237 2037 2011 1875 1767 158 1609 1541 1330 977 908 840 718 572 516 240 353 129 122 111 208 94 108
is_linear=0
shrinkage=0.00137286


Tree=1568
num_leaves=13
num_cat=0
split_feature=11 48 0 151 2 4 15 4 15 13 1375 3
split_gain=7.90686e-05 0.000122823 0.000227904 0.000112675 0.000155404 0.000141262 0.000171324 0.000111858 0.000241429 0.000101765 9.10146e-05 5.73054e-05
threshold=0.081790000000000015 0.016865000000000002 -0.20211999999999997 -0.00099499999999999979 0.10882500000000002 0.16173500000000005 0.088655000000000025 -0.084369999999999987 -0.016799999999999995 -0.010384999999999998 -1.0000000180025095e-35 -0.028564999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 10 -1 5 6 7 11 -9 -4 -3 -5
right_child=-2 2 9 4 -6 -7 -8 8 -10 -11 -12 -13
leaf_value=-0.0017038383167549433 -0.0012694681410191071 0.00062196173670328711 0.0028025832608208393 -0.0020585182818781012 0.001374943979790585 0.0012054228507664938 -0.0023495283428480924 -0.00098760196190591306 0.0017649146162820515 0.00077119201971822897 -0.0015310745535398076 -0.00030447189436686074
leaf_weight=0.001278317626908638 0.001309899163541405 0.0010888802121371555 0.0014214575075477132 0.0010948143343484651 0.0018539309860951684 0.0014222288566992786 0.0013472329212876888 0.0018916091903044274 0.001743065255382259 0.0013871103961020917 0.0011484237858603308 0.0010281896225574627
leaf_count=314 175 22 300 287 339 142 537 401 276 198 60 70
internal_value=0 9.18205e-05 0.000787258 -0.000209146 -2.50908e-05 -0.00032948 -0.00063673 -0.000235954 0.000332411 0.00179931 -0.000483207 -0.00120902
internal_weight=0 0.0167053 0.00504587 0.0116594 0.0103811 0.00852714 0.00710491 0.00575768 0.00363467 0.00280857 0.0022373 0.002123
internal_count=3121 2946 580 2366 2052 1713 1571 1034 677 498 82 357
is_linear=0
shrinkage=0.00533549


Tree=1569
num_leaves=14
num_cat=0
split_feature=1 16 43 133 15 13 47 16 16 1 1 12 3
split_gain=7.16529e-05 0.000202231 0.000234282 0.000238257 0.000121699 0.000223276 0.000176347 0.000160058 0.000152207 0.000114542 0.000266719 0.000148095 0.000231714
threshold=0.077565000000000009 0.19444000000000003 -0.088704999999999992 0.083950000000000011 0.035560000000000008 -0.0025349999999999995 0.087235000000000021 -0.056919999999999991 -0.27167499999999994 0.086560000000000012 0.091615000000000016 0.083310000000000009 0.11296500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 6 -6 9 8 -8 -2 -11 12 -12
right_child=4 -3 3 -5 5 -7 7 -9 -10 10 11 -13 -14
leaf_value=-0.0029206495183045598 0.0026041191842344161 0.0010695832861841263 -0.0014652149495838636 0.0016159722128033266 0.00080231271192524435 -0.0025591609305158297 -0.00089108570486328374 -0.0017111118718046254 0.0016956020517129237 -0.0016320753383354369 0.0036668405824402052 -0.00019947883190439455 0.00053097676873507132
leaf_weight=0.0013153452416336522 0.0010633564229838299 0.0016510126463030045 0.0017500301634393936 0.001130136442018051 0.0010684170501708556 0.001094575695541917 0.0012069723399487087 0.0015194194882290901 0.0012852317175133798 0.0010435341673340481 0.001254759563748882 0.0011528417989485895 0.0013261898747757017
leaf_count=303 89 196 683 454 280 120 61 143 93 93 279 181 146
internal_value=0 -0.000481255 -0.00109154 -0.000256201 0.000224799 -0.00089875 0.000471465 -0.000372959 0.000442871 0.00105145 0.000705852 0.00135927 0.00205551
internal_weight=0 0.00584652 0.00419551 0.00288017 0.0120153 0.00216299 0.00985231 0.00401162 0.0024922 0.00584068 0.00477733 0.00373379 0.00258095
internal_count=3121 1636 1440 1137 1485 400 1085 297 154 788 699 606 425
is_linear=0
shrinkage=0.00523088


Tree=1570
num_leaves=26
num_cat=0
split_feature=160 1213 133 133 1 130 51 159 4 43 40 0 42 48 4 14 47 13 3 49 13 133 2 15 403
split_gain=0.00041028 0.000420335 0.000385772 0.000349147 0.000323735 0.000652272 0.000497524 0.000432149 0.000512789 0.00039267 0.000553879 0.000385285 0.000346188 0.00030034 0.000622234 0.000461932 0.000517557 0.00026599 0.000246754 0.000242666 0.000201828 0.000156479 0.000153097 0.000146077 8.56075e-05
threshold=-0.40698999999999991 -1.0000000180025095e-35 -0.23133499999999999 -0.085499999999999979 0.094385000000000011 -1.0000000180025095e-35 0.087505000000000013 0.082585000000000006 -0.082109999999999975 -0.27207999999999993 -0.012109999999999998 -0.22491999999999998 0.091465000000000005 0.12649500000000002 -0.04890499999999999 -0.10708499999999999 0.092530000000000015 -0.13710499999999998 0.090900000000000009 -1.0000000180025095e-35 -0.061684999999999997 1.0000000180025095e-35 0.08622500000000001 -0.077219999999999983 0.087260000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 24 5 -5 7 8 17 -6 -11 -10 19 14 -12 -16 18 -7 23 -13 -18 -19 -21 -17 -4
right_child=1 2 3 4 9 6 -8 -9 11 10 13 12 -14 -15 15 16 20 21 -20 22 -22 -23 -24 -25 -26
leaf_value=-0.00083546984889986775 -0.0007934170275382805 -0.00081250471848835477 0.00037551544633014378 -0.0012361989268850004 -0.00059997513038523569 6.1383527115904858e-05 -0.00090973547298652967 -0.00078796139077800143 0.00066779853667683822 0.0011521035789811523 -0.00073769664649583249 -0.00096131062004139426 0.00045526370243012488 -0.00038256469064820855 -0.00028291668765410518 0.0010658192256940346 0.0005003361395881288 0.0012837131392135815 0.0014569875683957563 -0.00055838299879670751 -0.00038277973235871222 0.00052328253998272728 0.00018480863645592636 0.0002987234200017591 0.00096985795149667536
leaf_weight=0.0012370129998416904 0.0012873207658937727 0.0010416389545070395 0.0010456605357615492 0.0010208089828406134 0.0011524379918714809 0.0011788871922817634 0.0012036692636208665 0.0010946338971800649 0.001178619761844856 0.0013957502291022114 0.0010910369255539036 0.0013696800367966082 0.0011037544007289624 0.0017149975634325196 0.0014768726106775282 0.0010109440898506987 0.0011483283663835664 0.0011767803862223749 0.0013870084014879769 0.0011869620605408629 0.0010529584140179793 0.0011220005123830923 0.00116653197456007 0.0011005014099024699 0.0010124367584340987
leaf_count=240 466 190 96 112 25 19 114 183 24 232 148 198 181 46 66 76 47 53 95 98 24 85 207 46 50
internal_value=0 2.0849e-05 5.77155e-05 9.08084e-05 4.39256e-05 -0.000119013 -2.22141e-05 7.87782e-05 0.000178825 0.000210394 0.000292471 -7.89774e-05 -0.000261322 0.000172279 0.000287373 0.00044321 0.000631359 0.00062402 0.000979599 -0.000473758 7.79085e-05 0.000912558 -0.000190013 0.000666003 0.000667889
internal_weight=0 0.0297202 0.0284329 0.0273913 0.0253332 0.0128023 0.0117815 0.0105779 0.00948322 0.0125308 0.0113784 0.00600555 0.00482693 0.00998265 0.00826765 0.00717661 0.00569974 0.00347767 0.00349845 0.00372317 0.00220129 0.00229878 0.00235349 0.00211145 0.0020581
internal_count=3121 2881 2415 2225 2079 1274 1162 1048 865 805 780 708 684 548 502 354 288 157 217 503 71 138 305 122 146
is_linear=0
shrinkage=0.00145689


Tree=1571
num_leaves=15
num_cat=0
split_feature=1 457 52 0 4 3 16 156 16 13 3 52 1 2
split_gain=7.94456e-05 0.000120593 0.000157024 0.000168962 0.000163082 0.000144811 0.000140435 0.000327429 0.000124885 0.000112082 8.62903e-05 5.68276e-05 5.26015e-05 9.97696e-07
threshold=0.12337000000000002 0.080930000000000016 0.11434500000000002 -0.060129999999999996 -0.49405499999999997 0.090900000000000009 -0.056919999999999991 0.013700000000000002 -0.079109999999999986 -0.012549999999999997 0.10299500000000002 -0.014264999999999998 0.08844500000000001 0.091265000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 6 -5 -3 8 -8 9 12 -2 -6 -1 -11
right_child=10 5 -4 4 11 -7 7 -9 -10 13 -12 -13 -14 -15
leaf_value=-0.0004400825843894677 0.0018612796043766388 -0.00026368996311846855 -0.0017169620368809781 -0.00064184974777262952 0.00085194450463378657 0.002162044012633126 -0.0033087109158785924 0.0004314758509319426 0.0014863197692111302 -0.0014131801627146532 5.7503081067243482e-05 0.002485910168925568 0.00099941348136841778 -0.0011933270608904263
leaf_weight=0.0012584897123657105 0.0010698171406289874 0.0012811920554372533 0.0017280700283503767 0.001173017662167819 0.0010472696318850616 0.0011212441110710625 0.0012032723355614172 0.001078343534414633 0.001003174588846828 0.0010036810065562618 0.001620398799584144 0.0010216691423492455 0.0012095699374636837 0.0010023664350302108
leaf_count=354 157 177 429 130 137 62 517 206 243 282 137 78 131 81
internal_value=0 -0.000144473 -0.000335646 -0.000118662 0.000826381 0.000868427 -0.000513536 -0.00154101 -8.55303e-05 -0.000437967 0.00077481 0.00165882 0.000265399 -0.00130333
internal_weight=0 0.0151314 0.0127289 0.0110009 0.00324196 0.00240244 0.0077589 0.00228162 0.00547728 0.00447411 0.00269022 0.00206894 0.00246806 0.00200605
internal_count=3121 2827 2588 2159 345 239 1814 723 1091 848 294 215 485 363
is_linear=0
shrinkage=0.00492917


Tree=1572
num_leaves=14
num_cat=0
split_feature=484 42 47 4 4 16 151 15 43 484 52 3 2
split_gain=7.4716e-05 9.57007e-05 0.000129296 0.000119861 0.000178007 0.000131451 9.9437e-05 0.000113292 0.000215103 0.000119036 0.000194454 0.000247143 5.38637e-05
threshold=-0.0068949999999999992 0.10256000000000001 0.10980000000000002 0.27834500000000006 0.055260000000000011 -0.4714549999999999 -0.085039999999999991 0.013270000000000002 -0.0030899999999999994 0.073690000000000019 0.096795000000000006 -0.0087149999999999988 0.090675000000000019
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 6 -6 -2 9 -9 10 11 -8 -13
right_child=1 -3 -4 -5 5 -7 7 8 -10 -11 -12 12 -14
leaf_value=-0.0011433667187333305 0.0015540630521027577 -0.0010863342468121287 0.0013902820988872288 0.0012426491562587034 -0.00015568629561978499 -0.0024730738261619792 -0.0025195632867736212 0.00035203833499194515 -0.0023702361427134443 0.0017065725170748727 0.0016562709756674249 -0.00042897439313105098 0.00099143048359584041
leaf_weight=0.0012061533280945313 0.0010042320117277246 0.0014447134327970059 0.001777103470365222 0.0016054628600760479 0.0010644657465536111 0.001135558787086933 0.0010201940615603283 0.0014952770380601572 0.0011546150139757887 0.0011590184705777551 0.0011914635524707395 0.0012275556901943929 0.0011708466691686681
leaf_count=503 179 311 119 239 67 131 332 551 287 167 105 44 86
internal_value=0 7.82746e-05 0.0001904 2.9211e-05 -0.000138396 -0.00135182 0.000144902 -2.31858e-05 -0.000834115 0.000349296 8.06196e-06 -0.000566379 0.000264436
internal_weight=0 0.0164505 0.0150058 0.0132287 0.0116232 0.00220002 0.0094232 0.00841897 0.00264989 0.00576908 0.00461006 0.0034186 0.0023984
internal_count=3121 2618 2307 2188 1949 198 1751 1572 838 734 567 462 130
is_linear=0
shrinkage=0.00473777


Tree=1573
num_leaves=25
num_cat=0
split_feature=1213 160 159 43 42 40 133 484 130 43 43 3 0 457 47 49 2 0 1 2 0 11 43 15
split_gain=0.000524204 0.000481186 0.000363508 0.000421755 0.000337994 0.000479726 0.000497112 0.000390086 0.000394167 0.000664614 0.000576207 0.000320424 0.000286046 0.000265384 0.000357604 0.000350144 0.000254842 0.000253677 0.000345541 0.000326409 0.00022721 0.000101298 8.62088e-05 6.86779e-05
threshold=-1.0000000180025095e-35 -0.40698999999999991 -0.22563499999999997 0.24789500000000006 -0.11466499999999999 -0.013874999999999998 -0.085499999999999979 -0.0068949999999999992 -0.073054999999999981 -0.14968999999999996 -0.088909999999999989 -0.091054999999999983 -0.053834999999999994 -0.0029299999999999994 0.09550500000000002 -0.047584999999999995 0.092235000000000025 -0.091069999999999984 0.11181500000000001 0.089775000000000008 -0.081894999999999982 0.080455000000000013 -0.34140499999999996 0.088235000000000022
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 -4 20 23 -8 -9 22 -11 21 13 -13 15 16 -15 18 19 -17 -6 -12 -10 -7
right_child=1 2 3 -5 5 6 7 8 9 10 11 12 -14 14 -16 17 -18 -19 -20 -21 -22 -23 -24 -25
leaf_value=-0.00079961559378363125 -0.00079673391532843229 0.00075069793612526112 -0.00053259847571547115 -0.00079804210321936589 0.0003224920310740258 0.0004265478929842266 -0.00073627542211432656 -0.00074234285711864624 0.00048040223520581717 -0.00096795824318339789 0.00069178426856019424 -0.00052670100866733256 -0.00052080934891512564 -8.7020483404971424e-05 0.00063527424117612466 -0.00016331677642287417 0.0008014858589229691 -0.00076091791744036766 -0.00058868556571998023 0.00082330460928749553 0.0011340691172451406 0.00015635496622113361 0.0010156697020650255 0.00091682999156230099
leaf_weight=0.0014489790574334629 0.0012284856225956977 0.0013295979633474167 0.0016224708345498043 0.00107061578920603 0.0015530319813208404 0.0010502872690781864 0.0013030352928682922 0.0011446441871854054 0.0010164768074538699 0.0010884868526646043 0.0015569969618569506 0.0013027245297736476 0.0019281808994862275 0.0010392415115072504 0.0019456192626705615 0.0014443302216222628 0.0013373225351145379 0.0011765480729254976 0.0013756969758080828 0.0010483815588639978 0.0010456772026600772 0.0010869761770084807 0.001175378121160974 0.0010204638606886585
leaf_count=491 215 109 107 148 128 123 358 87 26 143 69 74 133 36 54 26 40 348 43 42 148 96 45 32
internal_value=0 2.87069e-05 6.28933e-05 3.06159e-05 6.31584e-05 0.000100858 3.90281e-05 -2.30973e-05 2.41542e-05 7.15222e-05 -2.18826e-05 4.568e-05 -4.37214e-05 4.24944e-05 0.000121655 -1.29954e-05 0.000412953 -0.00021365 -4.72026e-05 0.000251635 0.000649057 0.000471661 0.000767438 0.000668158
internal_weight=0 0.0308907 0.0296622 0.0283326 0.027262 0.0256395 0.0230408 0.02097 0.019667 0.0185224 0.0163305 0.015242 0.012598 0.0106699 0.00936714 0.00742152 0.00237656 0.00504496 0.00386841 0.00249271 0.00259871 0.00264397 0.00219185 0.00207075
internal_count=3121 2630 2415 2306 2158 2051 1775 1620 1262 1175 1104 961 796 663 589 535 76 459 111 68 276 165 71 155
is_linear=0
shrinkage=0.00134594


Tree=1574
num_leaves=14
num_cat=0
split_feature=41 2 484 3 0 52 13 16 2 15 49 0 13
split_gain=7.70966e-05 7.88798e-05 8.1667e-05 9.58157e-05 9.60799e-05 0.000128638 0.000136769 0.000198509 0.000136169 0.000117945 0.00018062 6.66285e-05 6.62772e-05
threshold=0.078475000000000017 -0.0091949999999999983 -0.0068949999999999992 -0.10519499999999998 -0.10011499999999998 0.08976000000000002 -0.084034999999999985 0.23311500000000004 0.089885000000000007 -0.095869999999999983 -0.069799999999999987 -0.20211999999999997 0.14871000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 12 9 6 -6 -8 -7 11 -11 -5 -4
right_child=-2 2 3 4 5 8 7 -9 -10 10 -12 -13 -14
leaf_value=0.0015770791538367694 -0.0014808562984523217 -0.0015485430531585916 0.0019572997764762423 -0.0013883717086243948 0.00030590732732809004 0.001971866971239362 -0.003735718447620111 -0.00044325307682140471 -0.00066162938890341777 -0.0004731105081514286 0.0022906205236426641 0.0003934359613544414 0.00012330074171126423
leaf_weight=0.0010676244199609225 0.0010683452655362293 0.001037529834793314 0.0013444830461152848 0.0012954271651572924 0.0011099531779783789 0.0010024668724999408 0.0011860346431558245 0.0011624670546359211 0.0016916540533774838 0.0012885511412519257 0.0018415271355634033 0.0013998317802108029 0.0011915668570303684
leaf_count=158 148 483 146 54 287 222 645 226 291 90 131 150 90
internal_value=0 8.82981e-05 -1.39081e-05 9.57952e-05 -0.000115889 -0.000609327 -0.00133193 -0.00210601 0.000318279 0.000405268 0.00115288 -0.000462957 0.00109559
internal_weight=0 0.0166191 0.0155515 0.014514 0.0119779 0.00615258 0.00345845 0.0023485 0.00269412 0.00582534 0.00313008 0.00269526 0.00253605
internal_count=3121 2973 2815 2332 2096 1671 1158 871 513 425 221 204 236
is_linear=0
shrinkage=0.00566207


Tree=1575
num_leaves=22
num_cat=0
split_feature=14 1374 457 3 124 484 1213 1 151 132 16 16 12 0 12 47 12 2 1 15 16
split_gain=0.000566113 0.000458068 0.000411252 0.000413074 0.000318128 0.000342188 0.000298228 0.000297372 0.000291438 0.000338957 0.00036104 0.000765447 0.000344325 0.000540428 0.00027922 0.000352781 0.000277898 0.00039932 0.000174617 0.000124309 0.000116517
threshold=0.076175000000000007 -0.094929999999999987 0.080930000000000016 0.30112000000000005 -0.043384999999999993 -1.0000000180025095e-35 -1.0000000180025095e-35 0.086105000000000015 -0.088484999999999994 0.081465000000000024 -0.056919999999999991 -0.0057949999999999989 0.090840000000000018 -0.10607499999999999 0.088930000000000023 0.09550500000000002 0.09141500000000001 0.093320000000000014 0.077565000000000009 -0.094549999999999981 0.25792000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 -6 -7 -4 -8 10 12 -12 14 -14 15 18 17 -13 -10 -20 -18
right_child=-2 2 7 -5 5 6 8 -9 9 -11 11 16 13 -15 -16 -17 20 -19 19 -21 -22
leaf_value=-0.00074534864024680594 -0.00092799335953261028 0.00054227241434220107 1.2872866950253763e-05 0.000790669528793617 -0.00070816442280576572 -0.0006133406566717906 -0.00057050487064739467 0.00084368377640515178 -0.00039420070291625156 0.0006195422230613121 -0.0011972978203406413 0.00015061194746007959 0.00041982030886822944 -0.00067015655265048732 0.00091994464688237559 0.00077770091995540806 0.00049633063439804247 -0.00069150178056002934 0.00048558906783269137 -7.9132241114663839e-05 1.3164881058462563e-05
leaf_weight=0.0011962840892394402 0.0010428393987478293 0.0014661552024781135 0.0011588712128540726 0.0010287576749788965 0.0012655239265268034 0.001318528924725725 0.001301963348204537 0.0017240051827214775 0.0011563764274557988 0.0015425643297723992 0.0010684815523173685 0.0017508325883980966 0.001322955135320214 0.0016373930837324524 0.0011084834957766354 0.0013225788910147251 0.0014306520971095749 0.0018767348968360409 0.0012465563648205169 0.0012616443918862519 0.0018297097479698654
leaf_count=53 101 182 81 116 446 452 73 125 192 151 166 131 30 277 80 31 77 109 44 44 160
internal_value=0 2.31292e-05 5.61758e-05 3.74197e-06 -3.01206e-05 -6.75173e-05 -2.92298e-05 0.000509711 9.556e-06 5.02577e-05 -1.36104e-06 -0.000198481 0.000171825 -0.000183055 0.000344172 0.000216196 -4.35406e-05 -0.000285059 1.3544e-05 0.00020153 0.000225179
internal_weight=0 0.0290151 0.0278188 0.0249359 0.0239071 0.022441 0.0211755 0.00288288 0.0198569 0.018555 0.0170124 0.00795641 0.00905599 0.00296035 0.00609564 0.00498716 0.00688793 0.00362757 0.00366458 0.0025082 0.00326036
internal_count=3121 3020 2967 2761 2645 2463 2017 206 1565 1492 1341 643 698 307 391 311 477 240 280 88 237
is_linear=0
shrinkage=0.00126831


Tree=1576
num_leaves=26
num_cat=0
split_feature=1213 14 1374 457 3 158 160 11 3 15 124 16 1 49 43 43 3 160 403 13 16 15 0 16 3
split_gain=0.000505903 0.000468527 0.00052017 0.000538089 0.000418077 0.000446623 0.000365467 0.000342542 0.000345503 0.000404031 0.000403736 0.000327994 0.000296053 0.000286796 0.000255268 0.000258474 0.0005794 0.000488264 0.000329562 0.00041415 0.000582942 0.00027117 0.000710486 0.000322346 0.000232958
threshold=-1.0000000180025095e-35 0.076175000000000007 -0.094929999999999987 0.080930000000000016 0.30112000000000005 0.087355000000000016 -0.40698999999999991 0.087830000000000005 -0.10519499999999998 0.024640000000000006 -0.043384999999999993 0.058835000000000005 0.086105000000000015 -0.014989999999999998 -0.24021999999999996 -0.074359999999999996 -0.077774999999999983 -0.095794999999999977 0.092070000000000013 -0.47860499999999995 0.054560000000000004 -0.10469999999999999 -0.10096999999999999 -0.13088499999999997 0.088060000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 6 -4 8 9 11 -10 -8 -5 24 -15 16 -16 -17 19 -19 21 23 -23 -21 -12
right_child=1 -3 3 12 -6 -7 7 -9 10 -11 13 -13 -14 14 15 17 -18 18 -20 20 -22 22 -24 -25 -26
leaf_value=-0.00094953366383542111 -0.00090249041387091414 -0.0010507729042296989 -0.00085025779907697201 8.5427755958092166e-05 0.00098413986573748255 -0.00099564153075894246 0.0015011582134506951 -0.00071446582600361681 0.00093572599587944758 -0.00027262035403120892 -6.6781193256925677e-05 0.00034179969931975683 0.0011089382683506265 -0.00057065800012946798 -0.00023283415133653059 0.0010816815596408915 0.0013874737091346518 0.0005290650793979497 0.00064853001357781099 -3.2697864090158044e-05 -0.0015141639156191597 0.00069760948574202589 -0.00092072420629046316 -0.0012868350876787081 -0.001072914638795813
leaf_weight=0.0014702422028790565 0.0014078869541584984 0.0010303218747571554 0.0011683434701270637 0.0011638928467174727 0.001118196233557355 0.0011603409019318991 0.0012726263010389626 0.0013442144294675265 0.0011862284918678348 0.0010221314979048657 0.001235767212589999 0.0012530208999166348 0.0019669071778531388 0.0015147072989387641 0.0010890078727765484 0.0010041388679118421 0.0012004337594482802 0.0015082079034982555 0.0012997644630256544 0.0011103922647288655 0.0010325967923124901 0.0019557511131509317 0.0010948208202920572 0.0010149352857502444 0.001149063840728104
leaf_count=491 53 87 195 76 116 206 56 94 140 39 111 45 125 37 365 32 54 15 57 45 141 38 416 59 28
internal_value=0 1.59252e-05 5.22291e-05 9.87947e-05 2.21938e-05 -2.15023e-05 2.66869e-05 7.2657e-05 0.000123177 0.000580657 2.98761e-05 0.000925979 0.000728442 -3.64146e-05 5.24499e-05 0.000129121 0.00061675 1.7711e-05 -0.00010078 -0.000226991 -0.000410657 -0.000190506 0.000116805 -0.000631602 -0.000551558
internal_weight=0 0.0313037 0.0302734 0.0288655 0.0257347 0.0246165 0.0234562 0.0222878 0.0209436 0.00354778 0.0173958 0.00252565 0.0031308 0.0162096 0.0138248 0.01231 0.00228944 0.0100206 0.00901647 0.0077167 0.0062085 0.0051759 0.00305057 0.00212533 0.00238483
internal_count=3121 2630 2543 2490 2289 2173 1967 1772 1678 140 1538 101 201 1398 1259 1222 419 803 771 714 699 558 454 104 139
is_linear=0
shrinkage=0.00160853


Tree=1577
num_leaves=27
num_cat=0
split_feature=14 1213 1456 1374 151 128 16 13 13 132 457 150 133 159 52 16 12 15 13 15 15 43 1 4 16 1
split_gain=0.000535666 0.000486522 0.000476636 0.000475353 0.000411673 0.000435757 0.000339575 0.000353701 0.000416444 0.000399209 0.000488629 0.000344701 0.00028647 0.000322001 0.000375467 0.000430727 0.000438996 0.000283377 0.000264801 0.000218501 0.000301726 0.000180635 0.000172674 0.000172114 0.000153495 7.79786e-05
threshold=0.076175000000000007 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.094929999999999987 -0.29526499999999994 0.086435000000000012 -0.5335399999999999 -0.53104499999999988 -0.23438999999999996 0.081465000000000024 0.069910000000000014 0.088985000000000009 0.093615000000000018 0.091530000000000014 -0.40306999999999998 0.25084500000000004 0.092355000000000007 0.050935000000000008 -0.010384999999999998 1.0000000180025095e-35 -0.10469999999999999 -0.0037449999999999996 0.086105000000000015 -0.017809999999999996 -0.056919999999999991 0.094385000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 -5 6 -6 -8 23 10 11 12 13 14 -10 16 18 -18 21 20 -20 25 -12 -9 -22 -16
right_child=-2 2 3 4 5 -7 7 8 9 -11 22 -13 -14 -15 15 -17 17 -19 19 -21 24 -23 -24 -25 -26 -27
leaf_value=-0.00078475989201913802 -0.00097035438358562278 -0.00082376428349869907 -0.00072710260477952646 -0.00071709843416928136 0.00097067640546032858 -0.00069361415732264271 -0.00062872003717427856 0.0011053144885102917 -0.00060223379538858353 0.00080006545872235142 0.00024388049210183902 -0.00076194574615187389 -0.00059790825403625532 -0.00059534326240137225 1.112171670998525e-05 0.00091780774002840355 -0.00089648525586708753 0.00010950668488521837 -0.00037064674959494561 -0.00047176691164703101 0.00072668020154121368 0.00091508236626973514 0.0010043071353683516 0.00035279415212227975 8.3604931372729748e-05 0.00056102858836735059
leaf_weight=0.0014169090965335243 0.0011138172876110622 0.0011655227803212534 0.0013353655618715257 0.0010867896770321286 0.0010713966015137221 0.0011192636408358094 0.0010529243986745441 0.0012782235183479429 0.0011461665506603486 0.0016519963776102644 0.0010272274829770103 0.0010859434518237778 0.0012267284118175894 0.0011836963418467858 0.0010067688102773633 0.0015841404598682116 0.0011651536434407203 0.0010384212438139251 0.0011991625343091561 0.0011253234084213359 0.0017576169657690377 0.0016175669443223529 0.0013618607202920963 0.001116608725380548 0.0012422125123272825 0.0010158774998697551
leaf_count=477 101 241 53 57 78 128 26 33 181 183 59 90 298 130 239 28 89 77 43 104 28 86 80 89 62 61
internal_value=0 1.74677e-05 5.45392e-05 8.92445e-05 0.000127955 0.000161876 0.000198768 0.000165532 0.000200625 0.000138751 8.35303e-05 1.97216e-06 5.28386e-05 0.000105768 0.00016548 0.000234482 0.000137556 -0.000422418 0.000275203 7.62022e-05 0.000223057 0.000566269 0.000677349 0.000754446 0.000460386 0.000287313
internal_weight=0 0.0320789 0.030662 0.0294964 0.0281611 0.0270743 0.025955 0.0248836 0.0238307 0.0214359 0.0197839 0.0173948 0.0163088 0.0150821 0.0138984 0.0127522 0.0111681 0.00220357 0.00896453 0.00532432 0.00419899 0.00364021 0.00238909 0.00239483 0.00299983 0.00202265
internal_count=3121 3020 2543 2302 2249 2192 2064 1986 1960 1838 1655 1516 1426 1128 998 817 789 166 623 237 133 386 139 122 90 300
is_linear=0
shrinkage=0.00140032


Tree=1578
num_leaves=14
num_cat=0
split_feature=147 52 11 52 13 52 42 15 3 1 0 0 15
split_gain=7.50297e-05 0.00012269 0.000138947 0.000135581 0.000133244 0.000229479 0.00019327 0.000147403 0.000139167 0.000156004 6.42739e-05 0.000182145 3.58459e-05
threshold=0.087350000000000025 0.25317500000000004 1.0000000180025095e-35 0.10347000000000002 -0.00096999999999999983 -0.013374999999999998 0.081660000000000024 0.088235000000000022 0.10893000000000001 0.094465000000000007 -0.076899999999999982 -0.15090499999999998 -0.031204999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 -1 12 9 10 11 -6 -7
right_child=-2 -3 -4 -5 8 7 -8 -9 -10 -11 -12 -13 -14
leaf_value=0.0030623162450802857 0.0012234551712788241 -0.0015045755754251654 -0.0012996008342097624 0.0013535114324223071 -2.2074776476765534e-05 -0.0004419047858605759 0.00038792081750888409 0.00087188054562926985 -0.0017784082836075764 0.00099244285891520573 0.00021877612396674381 -0.0026229576849084528 -0.0016814760409657179
leaf_weight=0.0010936500961067474 0.0010089027088922 0.001211996874575543 0.0015354384318519978 0.0018245116310578466 0.0013811765560225453 0.001008865940327194 0.0012485471343709961 0.0014765512580616758 0.0013537083711234743 0.0018224496555755074 0.0011556219081980696 0.0010026432494014345 0.0010044191897304756
leaf_count=205 146 318 217 247 51 307 452 292 54 119 136 195 382
internal_value=0 -8.00102e-05 2.85273e-05 0.000170417 -1.61304e-06 0.000512015 0.00163669 -0.000242806 -0.000447663 -0.000111692 -0.000680208 -0.00111602 -0.00106032
internal_weight=0 0.0171196 0.0159076 0.0143721 0.0125476 0.00583203 0.0023422 0.00348984 0.0067156 0.00536189 0.00353944 0.00238382 0.00201329
internal_count=3121 2975 2657 2440 2193 1638 657 981 555 501 382 246 689
is_linear=0
shrinkage=0.00464487


Tree=1579
num_leaves=14
num_cat=0
split_feature=1 50 0 151 16 2 43 43 0 0 48 4 16
split_gain=7.38202e-05 0.000120592 0.000118536 0.000128442 0.000233001 0.000227931 0.000101074 0.000169887 8.10026e-05 0.000191452 0.000150581 7.71116e-05 6.87615e-05
threshold=0.104035 0.088425000000000017 -0.036484999999999997 -0.0033899999999999994 -0.071854999999999988 1.0000000180025095e-35 -0.083134999999999987 -1.0000000180025095e-35 -0.10011499999999998 0.041630000000000007 0.085325000000000012 0.053180000000000012 0.15273500000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 3 -2 5 -5 12 -8 10 -10 11 -9 -1
right_child=2 -3 -4 4 -6 -7 7 8 9 -11 -12 -13 -14
leaf_value=6.864727152995093e-05 -0.0014331957019657481 -0.0018359889348807765 0.0016853569172941179 -0.00028614420254883827 -0.00083422803802626672 0.0028012716606567547 -0.0022504451270980064 0.00017944592017861213 -0.0023049598395644909 0.00043629725147523748 -0.0010746011502403841 0.0019882058383559101 0.0015621129745681168
leaf_weight=0.0019458453336659159 0.0011006460164122434 0.0010581837394621771 0.0013853832079653008 0.0010134928106633745 0.0018939904067689639 0.0013613846453109091 0.0010457354568467747 0.0010981805892043006 0.0011040833830861518 0.0014090103145365518 0.0011313915821755671 0.0011967368744318918 0.0012178292698291626
leaf_count=434 138 465 176 71 167 139 816 78 322 102 57 51 105
internal_value=0 -0.000252495 0.000399859 6.81891e-05 0.000455292 0.0014837 -8.73894e-05 -0.00041844 -9.58837e-05 -0.000768026 0.000397112 0.00112266 0.000643544
internal_weight=0 0.011207 0.0067549 0.00536951 0.00426887 0.00237488 0.0101488 0.00698514 0.0059394 0.00251309 0.00342631 0.00229492 0.00316367
internal_count=3121 2430 691 515 377 210 1965 1426 610 424 186 129 539
is_linear=0
shrinkage=0.00492917


Tree=1580
num_leaves=14
num_cat=0
split_feature=42 43 16 12 52 0 12 52 0 1 2 4 16
split_gain=8.06668e-05 0.00010586 0.000128843 0.000134052 0.000111853 0.000191198 0.000236836 9.40585e-05 0.000151321 0.000146476 0.000212765 0.000118794 9.89312e-05
threshold=-0.11466499999999999 -0.17390999999999998 0.15891500000000003 0.097825000000000009 0.25317500000000004 -0.076899999999999982 0.082480000000000012 0.0031350000000000002 -0.098289999999999975 0.11103500000000001 0.10005000000000001 0.053180000000000012 -0.090344999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 4 -4 5 7 -7 8 9 10 11 12 -3
right_child=1 2 3 -5 -6 6 -8 -9 -10 -11 -12 -13 -14
leaf_value=-0.0014304361968829797 0.001354354431776195 0.00023762206681732112 -0.0022239615723977585 0.00034154561882296592 -0.0015720329294648047 0.0036881633573285009 0.00015209693890839079 0.0011657126504720575 -0.0023098870830349544 -0.0013902291450000406 0.0026337718937367938 0.0011107001220248718 -0.0022064942995820439
leaf_weight=0.0011479229317070119 0.0018202287991135853 0.0010036563236412999 0.0015498610689802092 0.0010546606804808095 0.0010340486094224952 0.0010593947843005368 0.0012997088873772933 0.0016289162547993424 0.0010045798586564283 0.0016739724665618683 0.0011173147621064139 0.0013638881193736019 0.0010381927958209589
leaf_count=171 144 39 319 107 290 218 284 557 629 127 102 66 68
internal_value=0 9.09688e-05 -6.41176e-05 -0.0011851 0.000174732 0.000336153 0.00174003 -3.88964e-05 -0.000311365 1.26096e-05 0.000531797 -0.000157794 -0.00100511
internal_weight=0 0.0166484 0.0148282 0.00260452 0.0122237 0.0111896 0.0023591 0.00883052 0.0072016 0.00619702 0.00452305 0.00340574 0.00204185
internal_count=3121 2950 2806 426 2380 2090 502 1588 1031 402 275 173 107
is_linear=0
shrinkage=0.00555105


Tree=1581
num_leaves=24
num_cat=0
split_feature=1213 1456 453 4 11 11 1374 48 457 0 49 42 49 0 0 16 47 13 16 13 4 4 42
split_gain=0.000529545 0.000450721 0.000260208 0.000295003 0.000349767 0.00033626 0.000202782 0.000393488 0.000281092 0.000313231 0.000233187 0.000384135 0.00035732 0.000310473 0.000214355 0.000299664 0.000798371 0.000380828 0.00023904 0.00017724 0.000154029 0.00013771 0.000123002
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 1.0000000180025095e-35 0.27287000000000006 1.0000000180025095e-35 0.087830000000000005 -0.094929999999999987 0.084855000000000014 0.088350000000000026 -0.15202999999999997 -0.006494999999999999 0.11159000000000001 -0.15986999999999998 -0.14116499999999996 0.15398500000000004 0.22339500000000004 0.13082500000000002 -0.084034999999999985 -0.079109999999999986 -0.011289999999999998 -0.026489999999999996 0.42642000000000008 0.084050000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 6 21 -3 10 9 -9 12 13 -8 -12 15 17 -17 22 -19 -11 -20 -5 -15
right_child=1 2 -4 5 -6 -7 7 8 -10 19 11 -13 -14 14 -16 16 -18 18 20 -21 -22 -23 -24
leaf_value=-0.00093636620350889507 -0.00086905801103161478 -0.00048642301734816537 -0.00059856900099601563 0.0011760946606371747 -0.00073027606816920864 -0.00014604586019144054 0.00017420540300897578 -0.00038673780399541132 0.0011615905644956986 0.00091146138573525105 0.00091637008132216093 -0.00074849794988493187 -0.00092875455301710428 0.00098765971036556097 0.0005557333949114295 -0.001324253079186641 0.00042243724976127048 -0.00053278109825697815 0.00059006811816032919 0.00015095348713325848 -0.00014885757843464959 0.00045645951678799287 0.00031295150436140096
leaf_weight=0.0012787568956643671 0.0011541609602075944 0.0012836479951481286 0.0012128943102247538 0.0011345856495937881 0.0012122970641179611 0.0011634364963626354 0.0011778548005372258 0.0010322831668645449 0.0010092324901105343 0.0014110897476931061 0.0010377776457941535 0.0010903894464623096 0.0013244810382583303 0.0010549880031849304 0.0016872854026388487 0.001139836455637866 0.001083311526599573 0.0017190489879600453 0.0010716078816113946 0.0012066400383636813 0.0013569716394917905 0.0011231089382165022 0.001256607323380371
leaf_count=491 258 53 75 103 156 37 33 24 29 184 40 133 185 54 24 164 8 277 220 148 106 188 131
internal_value=0 2.23748e-05 6.07802e-05 9.2048e-05 3.05635e-05 0.000490223 7.4605e-05 0.000111237 0.000481063 0.000292897 -3.63592e-06 7.76447e-05 -0.000409589 0.000156612 8.0577e-05 -1.17624e-05 -0.000473113 0.000147026 -0.000117067 0.000560906 0.000177193 0.000818106 0.000620881
internal_weight=0 0.0279435 0.0267894 0.0255765 0.0221554 0.00342113 0.0209431 0.0196594 0.00465925 0.00365001 0.0150002 0.0124978 0.00250234 0.0114074 0.0103697 0.00868237 0.00222315 0.00645922 0.00414763 0.00261773 0.00242858 0.00225769 0.0023116
internal_count=3121 2630 2372 2297 1969 328 1813 1760 385 356 1375 1157 218 1024 984 960 172 788 603 332 326 291 185
is_linear=0
shrinkage=0.00145689


Tree=1582
num_leaves=14
num_cat=0
split_feature=403 52 1 474 160 133 42 42 151 52 2 0 16
split_gain=7.71356e-05 8.73646e-05 0.000140577 8.4724e-05 0.000192097 0.000117333 0.000162222 0.000271564 0.000117444 0.000186615 0.000119828 0.000100796 6.91701e-05
threshold=-1.0000000180025095e-35 -0.24456499999999998 0.13436000000000001 0.084660000000000027 -1.0000000180025095e-35 -1.0000000180025095e-35 0.088060000000000013 0.094935000000000005 -0.0083949999999999979 0.10160000000000001 0.092120000000000021 -0.077429999999999985 -0.084119999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 11 -6 8 -8 -7 10 12 -3 -10
right_child=1 2 -4 -5 5 6 7 -9 9 -11 -12 -13 -14
leaf_value=-0.0014302260150607161 -0.0010940067362531778 -0.0026174041385505732 0.0021682247803238245 0.001531765889599811 -0.0011642638169269718 -0.0012549847224034663 0.0036996404241943126 -0.00016098855218619617 -0.00093636810415316009 -0.0016370524341631004 0.0019200699655095911 -0.00026902025772441063 0.00088747619207890356
leaf_weight=0.0010609316116253825 0.0016801183264029103 0.0011633467893149736 0.0010170019048384498 0.0010875371960175082 0.0014992053149478221 0.0015313361406437426 0.0010872123094699537 0.0010714732609633237 0.0010444266261608343 0.0010366043781182555 0.0019966272098372873 0.0010124015381804971 0.0015009510271178153
leaf_count=756 339 427 186 224 353 179 79 115 54 36 121 150 102
internal_value=0 8.3026e-05 0.000214441 7.28275e-05 -4.97544e-05 0.000248268 0.000476745 0.0017834 8.00253e-05 0.000446487 0.000922006 -0.00152467 0.000139111
internal_weight=0 0.0167282 0.0150481 0.0140311 0.0129436 0.0107678 0.00926863 0.00215869 0.00710995 0.00557861 0.004542 0.00217575 0.00254538
internal_count=3121 2365 2026 1840 1616 1039 686 194 492 313 277 577 156
is_linear=0
shrinkage=0.0054422


Tree=1583
num_leaves=13
num_cat=0
split_feature=1 16 43 4 151 150 151 16 51 4 16 160
split_gain=7.46997e-05 0.000194453 0.000228086 0.00015455 0.000103157 0.000217687 0.000107583 0.000130208 0.000206673 8.26702e-05 0.000113217 5.43157e-05
threshold=0.077565000000000009 0.19444000000000003 -0.091274999999999981 -0.076229999999999978 0.056735000000000001 0.081835000000000019 -0.033849999999999991 -0.056919999999999991 -0.063174999999999995 0.26790000000000008 -0.088394999999999987 -0.071139999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 5 6 -2 9 11 10 -8 -9
right_child=4 -3 3 -5 -6 -7 7 8 -10 -11 -12 -13
leaf_value=-0.002923393110736448 -0.0012189428579273325 0.0009295586075296462 0.00083158681397943869 -0.0013006978641930556 -0.0011109292138139124 0.0018221526180390664 -0.00030805543412394529 0.0013048374675370643 -0.0018541478325643122 0.0020053509213720463 0.001536078513200203 -0.00024482071889474503
leaf_weight=0.0010337109290744209 0.0012901097376758503 0.0016452564764298516 0.0013740541135279323 0.0017157298575867725 0.0011937616214164346 0.0018772312352991491 0.0018293731344011261 0.0010185398789429867 0.0013599154788631711 0.0010118432315093795 0.0012633046802756343 0.001012247679329531
leaf_count=256 115 196 489 695 99 234 164 95 244 168 210 156
internal_value=0 -0.000447511 -0.000996956 -0.000352452 0.000209817 0.000357685 4.47613e-05 0.000262275 -0.000424772 0.000829838 0.000445241 0.000532409
internal_weight=0 0.00576875 0.00412349 0.00308978 0.0118563 0.0106626 0.00878533 0.00749522 0.0033907 0.00410452 0.00309268 0.00203079
internal_count=3121 1636 1440 1184 1485 1386 1152 1037 495 542 374 251
is_linear=0
shrinkage=0.00473777


Tree=1584
num_leaves=13
num_cat=0
split_feature=50 15 15 159 151 12 15 2 15 2 43 42
split_gain=7.20585e-05 9.50046e-05 0.000139272 0.0001119 0.000125227 0.000151173 0.000231771 0.000209073 0.000139275 0.00013471 0.000113143 8.97848e-05
threshold=0.10124500000000002 -0.24436499999999997 -0.11713499999999999 0.091005000000000016 -0.086769999999999986 0.088305000000000008 0.024640000000000006 0.10402500000000002 -0.016799999999999995 0.089885000000000007 -0.074359999999999996 0.089245000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 -4 6 8 10 9 -6 11 -7
right_child=-2 2 3 -5 5 7 -8 -9 -10 -11 -12 -13
leaf_value=0.0018006180736583432 -0.0014750349903560416 -0.0017501394515755232 0.0021098038652405653 -0.0017016974673530936 -0.0018089761094705586 0.0012834542257701205 -0.0024865923406898038 -0.0013133197260224738 0.0013816638019239578 0.00048944587334118987 0.00042905764265703793 0.0036506508547308912
leaf_weight=0.0010131965540762693 0.0010470968286990364 0.0014174175833605298 0.0011539380578835532 0.0010102517722062479 0.0015906821483973876 0.0011398088079865318 0.0014603962919194011 0.0011365468088477826 0.0018661247163213081 0.001827918264870998 0.0017970793241995344 0.0010061997155845492
leaf_count=220 375 214 150 241 165 160 468 233 158 169 464 104
internal_value=0 8.75679e-05 -2.50905e-05 0.000149699 0.00029381 0.000116593 -0.000450087 0.000869074 0.000112687 -0.000580015 0.00149812 0.00239336
internal_weight=0 0.0164196 0.0154064 0.0139889 0.0129787 0.0118248 0.00674512 0.00507963 0.00528473 0.0034186 0.00394309 0.00214601
internal_count=3121 2746 2526 2312 2071 1921 960 961 492 334 728 264
is_linear=0
shrinkage=0.00577531


Tree=1585
num_leaves=12
num_cat=0
split_feature=41 2 133 0 2 0 16 3 48 4 4
split_gain=6.52804e-05 7.27703e-05 6.55201e-05 8.83181e-05 0.000132967 0.000125592 0.000177563 0.00011902 0.000143051 0.000134004 0.000110035
threshold=0.078475000000000017 -0.0091949999999999983 -0.086649999999999991 -0.10096999999999999 0.083995000000000014 -0.11756999999999999 -0.010699999999999999 -0.10023499999999998 0.092065000000000022 -0.082109999999999975 0.033845000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 5 -5 6 10 -6 9 -9 -4
right_child=-2 2 3 4 7 -7 -8 8 -10 -11 -12
leaf_value=0.0015712701098664294 -0.0014090390529973619 0.0010492700090239471 0.00035928069185868716 -0.0019056362976776584 0.0010513052927930248 0.0020972550578919904 0.0017889228052593593 -0.00033826395506044907 0.0010256626483365529 -0.0030751573461060893 -0.0015975758526018756
leaf_weight=0.0010283013104104627 0.0010387767309492082 0.0017096609414134498 0.0018389876402085115 0.0018831742137605531 0.0018755557222612509 0.0011262837615736978 0.0013284863529503532 0.0013779396045429061 0.0010521870970152947 0.0010524410335431573 0.0020016621186291217
leaf_count=158 148 422 121 518 217 79 81 259 147 795 176
internal_value=0 8.42414e-05 -1.60522e-05 -0.0001506 -0.000585559 0.00034971 -3.10564e-05 -0.000121602 -0.000753278 -0.00152344 -0.00066059
internal_weight=0 0.0162747 0.0152464 0.0135367 0.0072413 0.00629542 0.00516914 0.00535812 0.00348257 0.00243038 0.00384065
internal_count=3121 2973 2815 2393 1936 457 378 1418 1201 1054 297
is_linear=0
shrinkage=0.00577531


Tree=1586
num_leaves=23
num_cat=0
split_feature=14 1456 1374 1213 453 0 4 0 12 1 42 151 42 157 47 3 2 4 15 15 16 16
split_gain=0.000566282 0.000420036 0.000433152 0.000470962 0.000339719 0.000499621 0.000314324 0.000312103 0.000387089 0.000554736 0.00037215 0.000483016 0.000288865 0.000268746 0.000401944 0.000319308 0.000486817 0.000277008 0.000263304 0.000634222 0.000222437 0.000196149
threshold=0.076175000000000007 -1.0000000180025095e-35 -0.094929999999999987 -1.0000000180025095e-35 1.0000000180025095e-35 -0.23091999999999999 -0.51843499999999987 0.15398500000000004 0.092355000000000007 0.12577000000000002 0.08623500000000002 -0.039414999999999999 1.0000000180025095e-35 -0.072409999999999988 0.09550500000000002 0.092670000000000016 0.083995000000000014 -0.041644999999999995 -0.095244999999999982 0.088235000000000022 -0.056919999999999991 -0.073849999999999985
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 5 -5 -7 8 10 12 11 -8 21 -13 15 16 -15 -18 -12 -20 -16 -10
right_child=-2 2 3 4 -6 6 7 -9 9 -11 18 13 -14 14 20 -17 17 -19 19 -21 -22 -23
leaf_value=-0.00092696808477411993 -0.001115318567125921 -0.00084094693932980629 -0.00081794681779062759 0.0011111598470498409 -0.00064961566364654525 -0.00051563409088995794 0.00087414611162354528 0.00096364937390072756 0.00026333641252489903 0.00081430288333346099 0.0012901392281360754 0.00070770418639751209 -0.00093057509033331472 -0.00079783791720203917 0.00092041386519459156 -0.00084973556857390997 0.00097946784639287021 -8.6587220860845105e-05 -0.00046627340100644893 0.0010909473256653832 -4.2989598949761585e-05 -0.00058750631009950565
leaf_weight=0.0011239353694112849 0.0011359751005892696 0.0012809082183142797 0.0013316724569148444 0.0013657691006727568 0.0012786986200730146 0.001736472362527045 0.0017888515013198001 0.001198937309152325 0.0014755348067747587 0.0010555753560357317 0.0012347855588094453 0.001115809030286131 0.0018703577182362374 0.0014701213195572882 0.0011737517940524356 0.0019939545650032864 0.0010173800483600452 0.0014996916981214522 0.0011585219957588331 0.0014830417114934935 0.0012108206643879349 0.0012401478599239893
leaf_count=271 101 53 447 47 75 58 206 42 130 55 129 94 303 144 41 110 148 147 214 96 26 184
internal_value=0 1.89164e-05 5.55998e-05 9.70582e-05 0.000143269 0.000183678 0.000130284 0.000181296 0.000136175 -0.000216424 0.000267505 0.000122538 -0.000453668 -1.92657e-05 -0.000116228 -0.000334487 -7.68164e-05 0.000344304 0.000688993 0.00040799 0.000431224 -0.000125211
internal_weight=0 0.0301047 0.0289808 0.0276999 0.0263682 0.0250895 0.0237238 0.0219873 0.0207883 0.00564162 0.0151467 0.0112704 0.00458604 0.00948153 0.00836572 0.00598115 0.00398719 0.00251707 0.00387635 0.00264156 0.00238457 0.00271568
internal_count=3121 3020 2749 2696 2249 2174 2127 2069 2027 672 1355 916 617 710 616 549 439 295 439 310 67 314
is_linear=0
shrinkage=0.00157699


Tree=1587
num_leaves=25
num_cat=0
split_feature=1456 1213 14 1374 457 3 1 158 11 3 13 124 159 52 2 2 4 3 403 133 133 13 1 47
split_gain=0.00047538 0.000497215 0.000332123 0.000528489 0.000380264 0.000375099 0.000302993 0.000290051 0.00031465 0.000324888 0.000504565 0.000369027 0.000346786 0.000351509 0.000264478 0.000235008 0.000224927 0.000288977 0.000215017 0.000418928 0.00027523 0.000226485 0.000384339 0.000266772
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 0.057600000000000005 -0.094929999999999987 0.080930000000000016 0.30112000000000005 0.086105000000000015 0.087355000000000016 0.087830000000000005 -0.12018999999999998 0.14871000000000004 -0.043384999999999993 -0.22563499999999997 0.15915500000000002 0.10613000000000002 0.097845000000000015 -0.37944499999999992 0.10893000000000001 0.092070000000000013 -1.0000000180025095e-35 0.090310000000000015 -0.013304999999999999 0.086560000000000012 0.09550500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 5 7 -6 8 9 10 -5 -11 -13 14 15 18 -16 -18 19 -14 21 -21 -23 -24
right_child=1 2 -4 4 6 -7 -8 -9 -10 11 -12 12 13 -15 16 -17 17 -19 -20 20 -22 22 23 -25
leaf_value=-0.00088515896420301456 -0.00081525917749326621 -0.00080388689194952061 -0.00075356179325123459 0.0010415935215505781 9.5901547196653185e-05 0.00085734597496938498 0.001056972021053914 -0.0007089934255193629 -0.00059781413811228409 0.00075106037231356052 -0.00017953630842154901 0.00079398867359295748 -0.00089910760769968843 -0.00085692010659165635 0.00023631823761659639 0.0007271680488347979 1.1827050712136976e-05 -0.00091888703464620687 0.00054056982025934089 0.00058059228537645641 -0.00053597456659821153 0.00059215846543867389 -0.00067165177901522125 0.00016213528024493928
leaf_weight=0.0012402105715746533 0.0014024705900122494 0.0013119226372779727 0.0010031714806393302 0.0017256958564283364 0.0012000782084582431 0.0011749384455133063 0.0015129234630388844 0.0010345593983248072 0.001378291946661391 0.0013724707216911927 0.0011505661395432298 0.0010110434393650882 0.00105279783116258 0.001076412621366484 0.0010257120872410042 0.0010876005975171141 0.0011388242258653656 0.0016914290098029028 0.0014484681860953428 0.0019931429978010074 0.0013219331477812846 0.0015320487444023907 0.0016680610191102119 0.0014752076913282508
leaf_count=288 461 53 74 86 72 116 121 146 94 141 28 95 243 134 15 76 164 41 61 256 251 45 46 14
internal_value=0 1.62261e-05 5.46018e-05 8.21925e-05 0.000123602 6.92287e-05 0.000631849 3.09398e-05 6.40074e-05 0.000105906 0.000553116 3.78303e-05 -1.80338e-05 -6.77556e-05 -1.27214e-05 9.51712e-05 -0.000336717 -0.000544391 2.96562e-05 -5.21779e-05 5.94118e-05 0.000177439 5.57025e-06 -0.000280336
internal_weight=0 0.0317898 0.0303873 0.0293841 0.0280722 0.0253592 0.002713 0.0241843 0.0231497 0.0217714 0.00287626 0.0188952 0.0175227 0.0165116 0.0154352 0.0115793 0.00385597 0.00283025 0.0104917 0.00904319 0.00799039 0.00666846 0.00467532 0.00314327
internal_count=3121 2833 2372 2298 2245 2052 193 1936 1790 1696 114 1582 1441 1346 1212 992 220 205 916 855 612 361 105 60
is_linear=0
shrinkage=0.00142833


Tree=1588
num_leaves=13
num_cat=0
split_feature=1 12 4 160 48 51 47 48 15 42 43 43
split_gain=7.61667e-05 0.000135359 0.000167245 0.00021465 0.0002725 0.000129198 0.000119945 0.000115623 0.000269738 8.83513e-05 8.50345e-05 0.000157766
threshold=0.094385000000000011 -1.0000000180025095e-35 -0.033174999999999989 -1.0000000180025095e-35 0.11077000000000002 0.086310000000000012 0.090280000000000013 0.083985000000000018 -0.0063699999999999989 0.091545000000000015 -0.077604999999999993 0.05259500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 -2 -3 -4 6 7 -5 8 -1 10 -10 -12
right_child=1 2 3 4 -6 -7 -8 -9 9 -11 11 -13
leaf_value=-0.0022428308156107156 0.0013355607515491775 -0.0014537830858648299 -0.0014456528796430738 0.0022655801326251614 -0.0010531707444667838 -0.0017394367940496897 0.00042187745050472556 0.00096643977825982836 0.0011575116153476081 -0.0011150951293197404 -0.0010750502143311994 0.00086001323436808448
leaf_weight=0.0011818205411944513 0.0018827907918433917 0.0012237969860525721 0.0010081796506198337 0.0017041630832742016 0.00107718772542853 0.0010228426767185115 0.0011204557555852812 0.0016024152643383804 0.0015194445788211395 0.0010218735295350334 0.0015988571962226219 0.0016301547232311364
leaf_count=581 322 227 117 173 45 260 59 251 224 231 509 122
internal_value=0 0.000309 -6.10761e-06 0.00035472 0.000819915 -0.000269255 0.00153423 -9.34699e-05 -0.000337771 5.24045e-05 0.000303652 -9.81406e-05
internal_weight=0 0.00801657 0.00613378 0.00490999 0.00390181 0.00957741 0.00282462 0.00855457 0.00695215 0.00577033 0.00474846 0.00322901
internal_count=3121 943 621 394 277 2178 232 1918 1667 1086 855 631
is_linear=0
shrinkage=0.00437696


Tree=1589
num_leaves=13
num_cat=0
split_feature=42 42 1 47 1 2 3 3 2 16 12 43
split_gain=6.98625e-05 9.17792e-05 9.56296e-05 0.000170337 0.000103913 0.000149277 8.81507e-05 9.22856e-05 0.000184466 0.000139815 0.000199387 6.56898e-05
threshold=-0.11051499999999999 -0.088669999999999985 0.12337000000000002 0.10621500000000002 0.10089500000000001 0.10803500000000001 0.092670000000000016 -0.10023499999999998 0.092875000000000013 -0.056919999999999991 0.084100000000000022 -0.12152999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 6 -6 7 11 9 10 -9 -3
right_child=1 2 -4 -5 5 -7 -8 8 -10 -11 -12 -13
leaf_value=-0.001329007566846578 0.0017205433591004598 0.0013983209793726034 0.0011518096746169922 -0.0023641399589726655 0.0023424253145056528 -0.0001512538577281173 0.00076997897427451333 0.0018725483204526019 -0.0031246394201730455 -0.0019994484087134615 -0.0013433322061286483 -0.00052384183736699805
leaf_weight=0.00119338890192383 0.0010365501190313228 0.0010220107464387063 0.0019442387068004463 0.0010652281911722192 0.0013101738452337705 0.0018652169101701643 0.0018992662461236876 0.0012829036580659934 0.0010688857399790558 0.0012506339473585936 0.0011927104363853996 0.0012887386180824309
leaf_count=181 211 80 276 135 212 172 102 76 466 499 596 115
internal_value=0 9.043e-05 -2.08072e-05 -0.000192926 -3.04631e-06 0.000877644 -0.000313595 -0.000603213 -0.00105114 -0.000456353 0.00032319 0.000326303
internal_weight=0 0.0162266 0.01519 0.0132458 0.0121805 0.00317539 0.00900515 0.00710588 0.00479513 0.00372625 0.00247561 0.00231075
internal_count=3121 2940 2729 2453 2318 384 1934 1832 1637 1171 672 195
is_linear=0
shrinkage=0.00566207


Tree=1590
num_leaves=27
num_cat=0
split_feature=14 1429 1213 160 484 159 133 42 15 52 1 376 15 15 4 12 2 150 13 3 48 0 484 42 16 49
split_gain=0.000561677 0.000499427 0.000496718 0.000451605 0.000541853 0.00040162 0.000427888 0.000472398 0.000368861 0.000489627 0.00071753 0.000354137 0.000328966 0.000353231 0.000799702 0.000428819 0.000628768 0.000401817 0.000287037 0.000281808 0.000248934 0.000193593 0.00019299 0.000187549 0.000184014 0.000163638
threshold=0.076175000000000007 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.40698999999999991 0.085515000000000022 0.10519500000000001 0.10622000000000002 0.08623500000000002 0.088235000000000022 0.096795000000000006 0.089875000000000024 0.048375000000000008 0.10347000000000002 -0.095869999999999983 0.0061450000000000003 0.092355000000000007 0.090425000000000019 0.12187000000000002 -0.0025349999999999995 -0.075944999999999985 0.085700000000000012 -0.10224499999999999 0.091040000000000024 0.092620000000000022 -0.094359999999999986 0.094245000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 5 6 7 11 9 10 -9 12 13 20 15 16 -15 24 -18 -12 21 -5 -6 -10 -16 -22
right_child=-2 2 3 4 22 -7 -8 8 23 -11 19 -13 -14 14 17 -17 18 -19 -20 -21 25 -23 -24 -25 -26 -27
leaf_value=-0.0010325169337320275 -0.0010989076443009016 -0.00082436789867786433 -0.00085444344087911889 -0.00035327168217515669 0.0013419071747936713 -0.00080199777022839803 -0.00058203954193894491 -0.0011396576613245625 0.00137775774511985 0.0010521688035000959 -0.00017199730176472951 0.00068789990037936325 -0.00081480341540654002 -0.00068291200731917417 0.00061639810934507953 -0.0010394685649933251 0.0011795389935612805 -4.5808373969100159e-05 8.9410837330599889e-05 0.00094157244480673279 -0.0011475807755964745 0.00039877916919096564 0.00040629749888558992 0.00051430260308464528 0.0014108708923925104 -0.00027624528224809365
leaf_weight=0.0010426518870711434 0.001106810466661833 0.0014666983469393538 0.0011490622040619672 0.001882599852647715 0.0010874435902836757 0.0011926255714196773 0.0019478181099400462 0.0010268896098930549 0.0013612971533856211 0.0012957837180238574 0.0010095741176812112 0.0017836477854305524 0.0012063944466094148 0.0016619263879085015 0.0012798915916441 0.0011126117515414258 0.0010144987433120534 0.0011211474486287898 0.0013398641711646064 0.0011759675978218753 0.0010261757712262121 0.001447090518760537 0.0010225044319880361 0.0010770387205956133 0.0015297849501100802 0.0010346276423121026
leaf_count=153 101 477 189 67 84 166 308 140 25 49 74 81 39 319 61 103 66 19 57 96 68 69 159 55 54 42
internal_value=0 2.06219e-05 5.4667e-05 9.65454e-05 0.000133416 7.55394e-05 0.000115281 0.000170977 0.000511931 0.00024992 -7.36788e-05 3.51729e-05 -3.91877e-05 2.55656e-05 0.000212022 -0.000190106 4.51884e-05 0.000736714 0.000559149 0.000427178 -0.000287809 -2.64288e-05 0.0008885 0.00099636 0.00104896 -0.000710126
internal_weight=0 0.0332956 0.032253 0.0307863 0.0296372 0.0275273 0.0263346 0.0243868 0.00694655 0.00450822 0.00321243 0.0174403 0.0156566 0.0144502 0.00905973 0.0051289 0.00401629 0.00393082 0.00235436 0.00218554 0.00539049 0.00332969 0.00210995 0.00243834 0.00280968 0.0020608
internal_count=3121 3020 2867 2390 2201 1958 1792 1484 439 359 310 1045 964 925 679 545 442 134 123 170 246 136 243 80 115 110
is_linear=0
shrinkage=0.00154607


Tree=1591
num_leaves=14
num_cat=0
split_feature=4 13 12 4 133 15 3 4 1 16 15 0 15
split_gain=7.28146e-05 0.000161573 0.000177912 0.000248023 0.000145854 0.000100784 0.000148233 9.16831e-05 0.000196462 0.000130314 0.000101069 6.92344e-05 7.73953e-06
threshold=-0.51843499999999987 -0.23438999999999996 0.092355000000000007 0.09173000000000002 0.089595000000000022 0.088345000000000021 -0.12018999999999998 0.08184000000000001 0.094385000000000011 -0.091114999999999988 -0.10324499999999999 -0.098289999999999975 -0.048699999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 4 -4 5 6 -3 8 9 -8 -9 -10 -11
right_child=1 2 3 -5 -6 -7 7 10 11 12 -12 -13 -14
leaf_value=-0.001395327806690103 0.0016011312456941918 0.0019245949932268002 -0.0029473394574678563 0.00016102396931576409 0.0019377261853079566 -0.001447010055600899 0.00085791751052831996 7.4906284643579368e-05 0.0026121453218395894 -0.0017033894978605248 -0.0021671849688292386 0.0006222719913164652 -0.0010325070287264737
leaf_weight=0.0010514831700856311 0.0018411881305358787 0.0012521122096972601 0.0014146391626857066 0.0016436598540868208 0.0012721583327439884 0.001276184691200056 0.0012502988805447876 0.0012657206722494693 0.0010329423437289709 0.0010369225993833798 0.0011245031623801638 0.0010385517741193784 0.0010009017511666421
leaf_count=65 162 129 756 137 319 269 184 149 71 236 74 98 472
internal_value=0 8.18658e-05 -0.000109614 -0.00127677 0.000199427 -1.57275e-05 0.000187182 -9.35253e-05 0.000301773 -0.000525244 -0.000979907 0.00161451 -0.00137388
internal_weight=0 0.0164498 0.0146086 0.0030583 0.0115503 0.0102781 0.00900195 0.00774984 0.00535962 0.00328812 0.00239022 0.00207149 0.00203782
internal_count=3121 3056 2894 893 2001 1682 1413 1284 1061 892 223 169 708
is_linear=0
shrinkage=0.0054422


Tree=1592
num_leaves=14
num_cat=0
split_feature=1 14 1 42 484 42 150 3 16 0 4 16 12
split_gain=7.03987e-05 0.000144028 0.000118023 0.000102782 0.000100174 0.000141071 0.000136106 0.000136427 0.000136423 0.000181893 0.000160318 7.3286e-05 7.03367e-05
threshold=0.14000500000000002 -1.0000000180025095e-35 0.12408500000000001 0.092145000000000019 0.085515000000000022 0.08623500000000002 0.081835000000000019 0.090900000000000009 0.22339500000000004 -0.077809999999999976 0.053180000000000012 -0.29154999999999992 0.090020000000000017
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 6 8 -8 9 10 -3 -12 -5
right_child=-2 2 -4 12 -6 -7 7 -9 -10 -11 11 -13 -14
leaf_value=-0.0014001840540103321 0.00099875908870856447 -0.0019243370580045941 0.0014433638342586416 -0.00016508862164314728 0.001224174036658552 0.00099917713139781317 -0.00048132860037907555 0.0017057081293752904 -0.0020379207855781155 0.0008007418059597204 -0.00090558572850688588 0.00072529555933001334 -0.0017610440116053038
leaf_weight=0.0013896694875903939 0.0011976717693352379 0.0015412069776856423 0.0010333834589007366 0.0010331456323902097 0.0012863419289549935 0.0019379344803273921 0.0010051274241006658 0.0010999904794917192 0.0010169361317055869 0.0017721046331907169 0.0010127813522911033 0.0010166906849571888 0.001001329085053973
leaf_count=122 124 767 128 115 247 449 118 69 194 216 77 66 429
internal_value=0 -7.95011e-05 4.48681e-05 -6.04383e-05 9.44909e-05 -4.51987e-05 -0.000284297 0.000661467 -0.000597353 -0.000323158 -0.000880942 -8.85743e-05 -0.000950587
internal_weight=0 0.0161466 0.014757 0.0137236 0.0116891 0.0104028 0.00846484 0.00210512 0.00635972 0.00534278 0.00357068 0.00202947 0.00203447
internal_count=3121 2997 2875 2747 2203 1956 1507 187 1320 1126 910 143 544
is_linear=0
shrinkage=0.00429114


Tree=1593
num_leaves=21
num_cat=0
split_feature=1213 1456 1374 11 51 15 133 12 130 0 16 4 0 2 16 47 16 16 15 4
split_gain=0.000432198 0.000357222 0.00031403 0.000267902 0.000319663 0.00043125 0.000232405 0.000398334 0.000384098 0.000262276 0.000249702 0.000315033 0.000344617 0.000326299 0.000266197 0.000393498 0.000510341 0.000107944 8.70629e-05 7.64017e-06
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.094929999999999987 0.089270000000000002 0.078435000000000019 0.013270000000000002 -0.085499999999999979 0.088305000000000008 -1.0000000180025095e-35 0.15398500000000004 0.26799500000000004 -0.082109999999999975 -0.10096999999999999 0.088930000000000023 -0.014754999999999999 0.09550500000000002 -0.5048999999999999 -0.0073349999999999986 -0.094549999999999981 0.16173500000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 6 18 7 -4 -8 10 11 -10 14 -14 15 16 -13 -15 -6 -18
right_child=1 2 3 -5 5 -7 8 -9 9 -11 -12 12 13 17 -16 -17 19 -19 -20 -21
leaf_value=-0.00080863062700508041 -0.00074747528834079465 -0.00060410446757058918 -0.00014360935290451285 -0.00054920162414278122 0.00095049541960188946 -0.00026463249905700557 -0.00076937407099134363 0.00089793412452814406 0.00057365632373668944 0.00061432713554475154 -0.00045717026077205018 0.00050683137396201491 -0.00097601444509384338 -0.00038229542599849765 0.00068241795370242286 0.00054002303039866865 -0.0007528521807596344 0.00025268882055338657 0.00048829292546793285 -0.00058705468289594102
leaf_weight=0.0011971556730779867 0.0010559878473523484 0.0012472317824183668 0.0012714348155318236 0.0011329446235452947 0.0016803522233840296 0.0010908338629134207 0.0011529818812554262 0.0015187394128715059 0.0019532723777486672 0.001419840522374983 0.0019728242237068436 0.0010294975323252853 0.0011699141417319207 0.0010090258320029633 0.0014023560077260876 0.0016726343724027259 0.0010912127281343942 0.0010092804739708638 0.0014148514302495798 0.0010074968838114096
leaf_count=491 258 55 135 104 75 93 141 154 166 29 205 64 431 210 63 52 38 116 177 64
internal_value=0 3.4816e-05 6.75366e-05 0.000102441 0.000134727 0.000477626 5.78889e-05 0.000423321 -6.27705e-06 5.34241e-05 -6.37632e-06 7.20161e-05 -3.23175e-05 -0.000399146 0.000156219 2.51312e-06 -0.00028489 -6.47632e-05 0.000739218 -0.00067326
internal_weight=0 0.0263027 0.0252467 0.0239995 0.0228665 0.00418604 0.0186805 0.00279017 0.0158903 0.0147374 0.0133175 0.0113447 0.00939142 0.00318822 0.0062032 0.00480084 0.00312821 0.00201831 0.0030952 0.00209871
internal_count=3121 2630 2372 2317 2213 345 1868 289 1579 1438 1409 1204 1038 757 281 218 166 326 252 102
is_linear=0
shrinkage=0.00137286


Tree=1594
num_leaves=26
num_cat=0
split_feature=14 128 1374 1213 1456 13 13 124 51 15 133 132 15 16 52 157 47 4 151 16 49 3 48 133 51
split_gain=0.000552074 0.000492336 0.000498002 0.000431303 0.000468812 0.000353596 0.000601244 0.000450019 0.000458983 0.000503864 0.000498636 0.000469988 0.000368408 0.000319612 0.000393174 0.000367647 0.000325508 0.000292146 0.000358406 0.000287331 0.000258044 0.000255672 0.000161503 5.54943e-05 3.15431e-05
threshold=0.076175000000000007 0.086435000000000012 -0.094929999999999987 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.53104499999999988 -0.47860499999999995 -0.043384999999999993 0.078435000000000019 0.088235000000000022 0.090665000000000009 0.079970000000000013 0.091915000000000011 -0.014034999999999997 0.10024500000000001 -0.062424999999999994 0.13082500000000002 0.053180000000000012 -0.00099499999999999979 -0.090344999999999995 -0.24768999999999997 -1.0000000180025095e-35 0.093265000000000015 -0.087414999999999979 -0.040379999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 -5 -6 -7 -8 9 10 11 13 23 17 15 -15 24 -9 -19 -10 -14 -20 -21 -11 -17
right_child=-2 -3 3 4 5 6 7 8 19 12 -12 -13 20 14 -16 16 -18 18 21 22 -22 -23 -24 -25 -26
leaf_value=-0.00071570685422601998 -0.00092948062221257974 -0.00075269371487934173 -0.00065048085526260167 -0.00070133856186046486 -0.00052244031229463459 0.0011253351886575016 0.00080065994638286889 -0.00076128222027207451 0.00083575190588308743 0.00097742736927236063 -0.00082854669247536404 0.00077398348935113807 0.00045156423204599803 0.00054094387530632775 0.00069353466603113128 -0.00076721818513721552 0.0002633279121420817 -0.00074069739476079752 -0.00033253007933374334 -0.00016101514688016523 -0.00043444933955244535 0.00042909033489862264 0.00047224148106022744 0.00056333025610678694 -0.00045000086050544065
leaf_weight=0.0013162900597354357 0.0010309813229456557 0.0012918990517234987 0.0012364120967632277 0.0010856305725977363 0.0012030587833127228 0.0010405432168436547 0.0015536043884529773 0.001689362382940339 0.0018781146966496132 0.0010250210964315443 0.0014083034296576155 0.0010636402124681874 0.0010748354694101181 0.0011047694904073868 0.0013870510285904913 0.0010171128226616486 0.001040912934570315 0.0011237485214518617 0.0012393959057002135 0.0011840718524973584 0.0010407858688490368 0.0016568562070509163 0.0014305483957599563 0.0010578595053898346 0.0010000140923323705
leaf_count=53 101 201 423 224 33 48 211 228 79 18 235 93 20 151 22 135 8 64 88 130 213 51 62 84 146
internal_value=0 1.38634e-05 4.70309e-05 8.2207e-05 0.000115384 0.000149201 0.0001815 0.000140538 9.47998e-05 3.96492e-06 -0.000113603 -3.18969e-05 0.000388471 -0.000108027 0.000108711 -8.61521e-05 -0.000312701 -0.000318711 -0.000132725 0.000457305 1.56874e-05 0.000103169 0.000185461 0.000767115 -0.000609954
internal_weight=0 0.0311498 0.0298579 0.0285417 0.0273052 0.0262196 0.0250166 0.023976 0.0224224 0.0179297 0.0137312 0.0123229 0.0041985 0.0112592 0.00554986 0.00416281 0.00305804 0.00570936 0.00402 0.00449273 0.00211562 0.00289625 0.00261462 0.00208288 0.00201713
internal_count=3121 3020 2819 2766 2343 2119 2086 2038 1827 1556 1221 986 335 893 462 440 289 431 203 271 233 139 192 102 281
is_linear=0
shrinkage=0.00126831


Tree=1595
num_leaves=25
num_cat=0
split_feature=1213 14 1374 1456 376 376 457 1 11 3 2 403 42 1 133 47 51 1 52 4 0 16 4 2
split_gain=0.000567821 0.000485716 0.00049007 0.000464743 0.000377219 0.000550233 0.000307972 0.000340414 0.000298042 0.000255003 0.000464466 0.000328169 0.000454928 0.000225731 0.000205756 0.000196197 0.000303927 0.000303024 0.000496619 0.000631359 0.000471288 0.000451354 0.000214006 6.69784e-05
threshold=-1.0000000180025095e-35 0.076175000000000007 -0.094929999999999987 -1.0000000180025095e-35 0.11430500000000002 0.048375000000000008 0.080930000000000016 0.14000500000000002 0.089270000000000002 -0.12018999999999998 0.10613000000000002 0.03138500000000001 -1.0000000180025095e-35 0.086105000000000015 -0.087414999999999979 0.11518500000000002 -0.076794999999999988 0.10089500000000001 0.11434500000000002 -0.083644999999999983 -0.10096999999999999 -0.29154999999999992 0.053180000000000012 0.11237500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 5 6 7 8 9 10 -5 12 -11 -8 -13 16 -14 18 19 -18 22 -19 -21 -23
right_child=1 -3 3 4 -6 -7 13 -9 -10 11 -12 14 15 -15 -16 -17 17 21 -20 20 -22 23 -24 -25
leaf_value=-0.00083936391258677111 -0.0007784940282111357 -0.00086603632583170356 -0.00073585715049250889 -9.3783131015823387e-05 -0.00066192540852150845 0.0010297249380804493 0.00012339062753557377 0.00072842081078210315 -0.00066541463183093666 -0.00082846712644799763 0.00092444667017514822 0.00082238274713050783 -0.00056140754841540346 0.00096092203636897805 2.3033755248700532e-05 -0.00055446064415577375 0.0008835450184777043 -0.00015681070773088229 -0.00089978156958648507 -0.00027044387413179 -0.00081823713808664084 0.00057571980491278208 0.00049340772062441177 0.0010203959496548384
leaf_weight=0.0013900521882456709 0.0011737796358417532 0.0010305521207842885 0.0011303111788438088 0.0015825690617989807 0.0010103714734268623 0.001206743112964064 0.0010284038822794264 0.001276531380352163 0.0010307581342487984 0.0012844093359225825 0.001538211114195609 0.0012417295010456464 0.0012754013269714046 0.001231082110452808 0.0010223437191214648 0.0010333903956176735 0.0013484171263247122 0.0015137592253227639 0.0010225500386508157 0.0011359441045897187 0.0012847320484951283 0.0014116981452421129 0.0014588130637775976 0.0010130254748886847
leaf_count=491 53 87 241 85 26 132 67 98 81 424 59 76 204 83 45 61 46 71 162 21 350 67 23 68
internal_value=0 2.37862e-05 5.6241e-05 9.24209e-05 0.000128497 0.000160518 0.000116323 6.75656e-05 2.57985e-05 6.29704e-05 0.000408095 -4.15196e-06 -8.06369e-05 0.00057972 0.000461436 -3.7813e-06 4.58567e-05 0.000121871 -5.87668e-05 0.000105731 -0.000164618 0.000408547 0.000159005 0.000761501
internal_weight=0 0.0292855 0.028255 0.0270812 0.0259509 0.0249405 0.0237338 0.0214743 0.0201978 0.019167 0.00312078 0.0160462 0.0137821 0.00225949 0.00226407 0.0124977 0.0114643 0.0101889 0.00625046 0.00522791 0.00387949 0.00393848 0.00259476 0.00242472
internal_count=3121 2630 2543 2490 2249 2223 2091 1941 1843 1762 144 1618 1497 150 121 1073 1012 808 602 440 394 206 44 135
is_linear=0
shrinkage=0.00131955


Tree=1596
num_leaves=14
num_cat=0
split_feature=4 15 151 12 15 2 4 403 16 16 15 1 1
split_gain=7.46328e-05 0.000111223 0.000125738 0.000116607 0.000226513 0.000117671 0.000103039 0.00016044 0.000101492 0.000112147 0.000223433 0.000200275 9.24128e-05
threshold=0.27287000000000006 -0.11713499999999999 -0.086769999999999986 0.088305000000000008 0.024640000000000006 0.10613000000000002 0.09173000000000002 0.03138500000000001 -0.094359999999999986 -0.056919999999999991 -0.016799999999999995 1.0000000180025095e-35 0.111945
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 8 6 7 -5 -4 -10 -11 -12 -2
right_child=12 2 3 5 -6 -7 -8 -9 9 10 11 -13 -14
leaf_value=-0.0015376731393815987 -8.7360015919932965e-05 0.0013868626282074676 -0.0014152914936154226 -0.00056226588353171605 -0.0019954219635036027 -0.00098702628434366754 0.0017698597966450923 0.0015772113380120604 0.0012365703147844856 -0.0016408188202173288 -0.0007336099002486807 0.0021409647820330472 0.0017083320976692177
leaf_weight=0.0010724549438963773 0.0012874699832625671 0.0012106421515968328 0.0010021968977224349 0.0019388602040755487 0.001667533126792832 0.0010809942733963906 0.0012932506227594787 0.0011627370173298568 0.0014525164140224145 0.0014402302893622709 0.0010014868539234834 0.0010089525852143844 0.0011038744780749732
leaf_count=212 95 186 93 766 518 261 61 130 133 200 82 127 257
internal_value=0 -0.000123395 -1.70271e-05 -0.000147278 -0.000513332 0.000358964 0.000690035 0.000239788 -9.48267e-05 0.000175072 -0.000271752 0.000709015 0.000741554
internal_weight=0 0.0153319 0.0142594 0.0130488 0.00757292 0.00547584 0.00439485 0.0031016 0.00590538 0.00490319 0.00345067 0.00201044 0.00239134
internal_count=3121 2769 2557 2371 1153 1218 957 896 635 542 409 209 352
is_linear=0
shrinkage=0.00455379


Tree=1597
num_leaves=16
num_cat=0
split_feature=147 484 150 1 2 11 2 48 13 13 16 16 42 1 52
split_gain=6.77619e-05 0.000124543 9.61694e-05 0.00013042 0.000116152 0.000121853 0.000146001 0.000146666 8.97839e-05 0.000188461 0.000249322 0.000106188 9.91081e-05 5.83902e-05 3.99603e-05
threshold=0.087210000000000024 -0.0068949999999999992 0.098740000000000008 0.13559000000000002 0.12595500000000001 0.079915000000000014 0.11293500000000002 0.082620000000000013 -0.0013449999999999996 -0.033284999999999988 -0.16927999999999996 -0.071854999999999988 0.084050000000000014 0.086920000000000011 -0.07167999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 6 7 8 9 10 -3 -10 -12 -13 -9
right_child=-2 2 -4 -5 -6 -7 -8 14 11 -11 12 13 -14 -15 -16
leaf_value=-0.0017368418070549934 0.0012370848169403223 0.0017462695845116181 -0.0013921741439408759 0.0018101411112427168 -0.0016018108028392269 -0.0014297234075753929 0.0020318638354573787 0.00054767338482969528 -0.0020153119549822266 0.0021235240260793764 -3.201343361795304e-05 0.00068877156156804935 -0.001998830713477642 -0.00092902037229925102 0.0018466048419346287
leaf_weight=0.001035732451470618 0.0010037108831455746 0.0010330767249695609 0.0010772474499418658 0.0010468068655776425 0.0010122442453753553 0.0011018355090799412 0.0010568046006517182 0.0011414231080879578 0.0011777784611909925 0.0010054461860161679 0.0011165518360428672 0.0010112887690296966 0.0014067659790763104 0.001168227546817252 0.0011605173691439106
leaf_count=485 149 66 152 152 118 158 141 178 182 329 121 97 586 71 136
internal_value=0 -8.19207e-05 2.85493e-05 0.000134547 3.5708e-06 0.000134837 0.000287693 0.000107355 -0.000210991 0.000239265 -0.000293444 -0.000822791 -0.00112853 -0.00017837 0.00120253
internal_weight=0 0.0165517 0.015516 0.0144388 0.013392 0.0123797 0.0112779 0.0102211 0.00791914 0.00456184 0.00355639 0.00335729 0.00252332 0.00217952 0.00230194
internal_count=3121 2972 2487 2335 2183 2065 1907 1766 1452 1102 773 350 707 168 314
is_linear=0
shrinkage=0.00492917


Tree=1598
num_leaves=13
num_cat=0
split_feature=4 15 151 12 15 2 3 160 0 47 2 13
split_gain=6.64982e-05 9.50428e-05 9.47527e-05 9.77258e-05 0.000193223 0.000102232 9.15685e-05 8.77249e-05 0.000115974 0.000121566 8.46885e-05 0.000126166
threshold=0.27287000000000006 -0.11713499999999999 -0.086769999999999986 0.088305000000000008 0.024640000000000006 0.10613000000000002 0.11296500000000002 1.0000000180025095e-35 -0.10607499999999999 0.09550500000000002 0.092235000000000025 -0.014169999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 7 10 -2 8 -4 -10 11 -5
right_child=6 2 3 5 -6 -7 -8 -9 9 -11 -12 -13
leaf_value=-0.0014388034362271308 0.0015023552937578149 0.0012108648069678305 0.001577569916956638 -0.00061417986082999525 -0.0018582306660700786 -0.00093267019649159635 -0.00030660414386797388 -0.00095972598989254503 -0.00091725084975257038 0.00092798691774687156 0.0016640003545687094 0.0012328397849295236
leaf_weight=0.0010491750049690931 0.0013182860213641892 0.0011908835963488932 0.0010552673731575313 0.0016459166467798917 0.0016247592177211501 0.0010562874558492086 0.0010365303854812102 0.0016780869933297748 0.001833218611151613 0.0012419770054568069 0.0012198601779473545 0.0014360201945438486
leaf_count=212 236 186 84 415 518 261 116 179 318 54 292 250
internal_value=0 -0.000116908 -1.77176e-05 -0.000132099 -0.000470034 0.00033672 0.000706097 -8.17293e-05 0.000274975 -0.000172016 0.000648413 0.000246434
internal_weight=0 0.0150315 0.0139823 0.0127914 0.00743331 0.00535808 0.00235482 0.00580855 0.00413046 0.0030752 0.0043018 0.00308194
internal_count=3121 2769 2557 2371 1153 1218 352 635 456 372 957 665
is_linear=0
shrinkage=0.00455379


Tree=1599
num_leaves=25
num_cat=0
split_feature=1213 1456 1374 475 128 133 13 124 151 13 457 15 15 130 42 15 16 13 2 4 15 47 12 16
split_gain=0.00056833 0.000435624 0.000362054 0.000390132 0.000399307 0.000371004 0.000329001 0.000414861 0.000510454 0.000340674 0.000290278 0.000431571 0.000391958 0.000483579 0.000563412 0.000391311 0.000262716 0.000389991 0.000213308 0.000295223 0.000234018 0.000254973 0.000229112 0.000121883
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.094929999999999987 -0.08459499999999999 0.086435000000000012 -0.24227499999999996 -0.53104499999999988 -0.043384999999999993 -0.10007499999999998 -0.42195999999999995 0.080930000000000016 0.091915000000000011 0.088235000000000022 -1.0000000180025095e-35 0.097315000000000026 0.19724500000000003 0.15891500000000003 0.11217000000000001 0.113445 -1.0000000180025095e-35 -0.10091499999999999 0.09550500000000002 0.084225000000000008 -0.084119999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 -4 5 -5 -7 -8 -9 -10 11 12 13 -11 16 -13 18 -18 19 22 21 -21 23 -15
right_child=1 2 3 4 -6 6 7 8 9 10 -12 15 -14 14 -16 -17 17 -19 -20 20 -22 -23 -24 -25
leaf_value=-0.00078354435282610834 -0.00072663676153213023 -0.00054598411430204993 -0.00066122529611232768 -0.00057412530596090492 -0.00060578543941062438 -0.00048623321301862458 0.00081449996773995512 -0.00052233787398649754 0.00087738460175568265 -0.00065853485933238976 0.00065115083935554977 -0.00096291197796679771 0.00072004398486835892 0.00031100538830544996 0.0010745357581180518 0.00012002537335765578 -0.00074495799475090174 0.00021535541448707162 0.00060126805475271535 -0.00024467605455621034 -0.00059196243201404099 0.00049073403440227426 -6.3798042548179066e-05 0.00088922034575251562
leaf_weight=0.0013967315867813848 0.0011416769691111597 0.0014693637369198589 0.0010383593272770266 0.0010604820398103501 0.0011384212634097937 0.0011070788554707845 0.0016213061050375501 0.0015625891532629046 0.0011334162926006563 0.0011196673843498215 0.0018103737509832509 0.0010032478378396706 0.0019520293200265817 0.001049846949683797 0.001032151582496422 0.001062031808288566 0.0012195072873342769 0.0014096621407588827 0.0017867986038350159 0.0016561956060312522 0.0011035684827562422 0.0013019561460296813 0.0011306718859315223 0.0012171419840642985
leaf_count=491 258 55 185 123 133 32 211 93 57 140 97 219 108 17 112 27 163 20 98 53 113 20 225 71
internal_value=0 2.72321e-05 5.59348e-05 8.69497e-05 0.000115222 0.000146385 0.000176611 0.000206969 0.00016329 0.000214335 0.000176485 0.000128862 0.000197996 0.000125348 0.000193346 -0.000406032 0.000116757 -0.000230074 0.000215379 0.000122945 -0.000103303 7.89962e-05 0.000393412 0.000621448
internal_weight=0 0.0311275 0.0299859 0.0285165 0.0274781 0.0263397 0.0252792 0.0241722 0.0225509 0.0209883 0.0198549 0.0180445 0.0159792 0.0140272 0.0129075 0.00206528 0.0118753 0.00262917 0.00924618 0.00745938 0.00406172 0.00295815 0.00339766 0.00226699
internal_count=3121 2630 2372 2317 2132 1999 1876 1844 1633 1540 1483 1386 1140 1032 892 246 780 183 597 499 186 73 313 88
is_linear=0
shrinkage=0.00124344


Tree=1600
num_leaves=26
num_cat=0
split_feature=1213 1456 128 475 1374 457 160 11 13 13 124 133 52 43 16 15 13 1 2 0 12 133 1 12 2
split_gain=0.000550508 0.000470813 0.000393784 0.000398975 0.000423411 0.000458306 0.000393821 0.000396447 0.00037345 0.000616009 0.000624927 0.00042308 0.000367944 0.000408085 0.000477834 0.000389503 0.000336738 0.000368698 0.000304158 0.000542446 0.000207731 0.000204611 0.000190489 0.000173374 0.000125275
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 0.086435000000000012 -0.084444999999999978 -0.094929999999999987 0.080930000000000016 -0.40698999999999991 0.089270000000000002 -0.53104499999999988 -0.47860499999999995 -0.043384999999999993 0.093255000000000018 0.13389000000000004 -0.074359999999999996 0.15891500000000003 -0.016799999999999995 -0.012549999999999997 0.10887500000000001 0.10467500000000002 -0.10151999999999999 0.084225000000000008 -0.11008499999999999 0.086105000000000015 0.088245000000000004 0.079055000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 -5 6 -6 8 -8 -10 -11 12 13 15 16 -12 21 18 19 24 -17 -15 -7 -23 -18
right_child=1 2 -4 4 5 22 7 -9 9 10 11 -13 -14 14 -16 20 17 -19 -20 -21 -22 23 -24 -25 -26
leaf_value=-0.00090112698127181535 -0.00088223417542508599 -0.00083743614936076529 -0.00074681389687786834 -0.00066109221131912393 -0.00079126078638103463 0.00028768326919241765 -0.00061580008864890409 -0.00072013489110700534 0.0013139085245818178 0.0012213449526036161 -4.6730016706009726e-05 -0.00055944026746871354 0.00083298494804035113 -0.00010312212940144527 -0.00090931415516992925 0.0013445370587811291 0.00053304172408384686 -0.00074924221291552224 0.00074481424107562084 -0.0010667926993021336 0.000488146230715325 0.001116781681966188 0.0010557616986707967 0.00030544978723823365 -0.00011531401358685484
leaf_weight=0.0015325454389102369 0.0012555139763374959 0.0010103136159777528 0.0013260192444556331 0.001483000722231508 0.0010745834642331689 0.0012840042357149519 0.001254470169097739 0.0011561684217427084 0.0010764364159166996 0.0011553977632493819 0.0017857340612279504 0.0019529737873430477 0.0016711446587847059 0.0010660419254620024 0.0012719026061204239 0.0011017203095211566 0.0013386401952857245 0.0016418053259179555 0.0011195357995141819 0.0010097828854416357 0.0014469586887422281 0.0010864233821099517 0.0016035093385868282 0.0012517628047685747 0.001294506742420154
leaf_count=491 258 203 135 37 160 67 30 74 43 159 218 339 59 86 97 24 10 58 24 148 80 95 121 69 36
internal_value=0 1.01345e-05 4.57441e-05 8.06167e-05 0.000112461 0.00015396 8.86126e-05 0.000128538 0.000172099 0.000218566 0.00016018 9.57822e-05 0.000170676 9.8874e-05 -5.235e-05 0.00048546 5.87755e-05 -0.00014197 6.73797e-05 -0.000140808 0.000858339 0.000436433 0.000714217 0.00068243 0.000214297
internal_weight=0 0.0327184 0.0314628 0.0301368 0.0291265 0.0276435 0.024756 0.0236814 0.0225252 0.0212708 0.0201943 0.0190389 0.017086 0.0154148 0.0110804 0.00433441 0.0098085 0.00640427 0.00476247 0.00364293 0.00254868 0.00340423 0.00288751 0.00233819 0.00263315
internal_count=3121 2630 2372 2237 2034 1997 1809 1649 1575 1545 1502 1343 1004 945 623 322 526 276 218 194 104 250 188 164 46
is_linear=0
shrinkage=0.00148603


Tree=1601
num_leaves=14
num_cat=0
split_feature=42 376 43 160 16 13 157 15 0 15 1 0 49
split_gain=7.50413e-05 0.000108546 9.29963e-05 0.000122643 0.000163811 0.000225841 0.000133621 0.000157872 0.00017645 0.000230411 0.000163453 0.000112636 0.000156803
threshold=-0.11466499999999999 1.0000000180025095e-35 -0.17390999999999998 -0.10151499999999998 0.064860000000000015 -0.061684999999999997 -0.06266999999999999 -0.095869999999999983 -0.10224499999999999 -0.15026499999999995 0.10089500000000001 -0.083914999999999976 -0.054319999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 6 -6 -5 8 9 -8 11 12 -9
right_child=1 -3 3 4 5 -7 7 10 -10 -11 -12 -13 -14
leaf_value=-0.0014933471983460231 0.001305944583424366 0.0019902959737215205 -0.0022108090868542193 0.0023206198459535953 0.00021655552701111869 -0.0032291547471624033 0.00026371653136050789 -0.00087305199855414769 0.0011131495490004199 -0.003487771186918745 0.002488974496029786 -0.0012608186819689907 0.0020633388389786596
leaf_weight=0.0011493563592159381 0.0016764567669897952 0.001022865796170439 0.0010078200640407384 0.0010791255841084849 0.0015344783567281112 0.0012430822425081043 0.0010603522658633735 0.0011309268228014147 0.0010637758552404664 0.0013355894719069283 0.0013982694897285708 0.001416747603108004 0.0015653256894655587
leaf_count=171 139 161 368 243 229 244 79 71 177 93 159 582 405
internal_value=0 9.44359e-05 -3.0578e-05 -0.000192525 -3.39568e-05 -0.00132555 0.000323003 8.27086e-05 -0.000923329 -0.00182751 0.000714252 0.000110911 0.000831687
internal_weight=0 0.0165348 0.015512 0.0138355 0.0128277 0.00277756 0.0100501 0.00897099 0.00345972 0.00239594 0.00551127 0.004113 0.00269625
internal_count=3121 2950 2789 2650 2282 473 1809 1566 349 172 1217 1058 476
is_linear=0
shrinkage=0.00600863


Tree=1602
num_leaves=13
num_cat=0
split_feature=11 48 0 1 151 2 3 16 13 2 52 4
split_gain=6.9365e-05 8.58769e-05 0.000228872 0.000130534 0.000123676 0.000152463 0.000127813 0.0001109 0.000119068 8.65915e-05 8.35812e-05 0.000132901
threshold=0.081790000000000015 0.016865000000000002 -0.20211999999999997 0.089875000000000024 -0.00099499999999999979 0.10882500000000002 -0.116045 -0.15241499999999997 -0.063184999999999977 0.09678500000000001 0.08976000000000002 0.053180000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 9 -4 -1 6 -6 -8 -9 -3 11 -10
right_child=-2 2 3 -5 5 -7 7 8 10 -11 -12 -13
leaf_value=-0.0016311178389059777 -0.0011180871997226827 0.00045600664630714594 0.0002853754640630498 0.0024881965407411812 -0.0018438574823075537 0.0013070439637509401 0.0010306649166973115 -0.0013589856874255334 -0.0016611920161949836 -0.0014942367718306835 0.001329499100399428 0.00068844373072424929
leaf_weight=0.00123157505948407 0.0012661462559604422 0.001071214178203661 0.0011068232548583903 0.0015961871649372572 0.0010794662288127199 0.0018386475381630832 0.0018092692507327909 0.0019327682642025154 0.001040654705001972 0.0011437742426103625 0.0010497048586690094 0.0013354920232571676
leaf_count=314 175 40 260 238 97 339 165 713 511 42 158 69
internal_value=0 7.97802e-05 0.000623607 0.00158619 -0.000156537 2.352e-05 -0.000262626 -2.44966e-05 -0.000380758 -0.000551059 0.00017113 -0.0003406
internal_weight=0 0.0162356 0.004918 0.00270301 0.0113176 0.010086 0.00824736 0.00716789 0.00535862 0.00221499 0.00342585 0.00237615
internal_count=3121 2946 580 498 2366 2052 1713 1616 1451 82 738 580
is_linear=0
shrinkage=0.00492917


Tree=1603
num_leaves=13
num_cat=0
split_feature=50 42 12 3 159 52 0 12 15 3 15 49
split_gain=7.39554e-05 8.73134e-05 0.000117853 0.000115934 9.63529e-05 0.00014049 0.000244263 0.000138897 0.00017201 0.000135071 0.000101173 0.00017659
threshold=0.10124500000000002 -1.0000000180025095e-35 0.051320000000000005 -0.15447499999999995 0.091530000000000014 0.11434500000000002 -0.060129999999999996 0.090020000000000017 -0.0058549999999999991 -0.0087149999999999988 -0.10653 -0.043469999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -3 5 6 7 8 10 -8 -5 -12
right_child=-2 3 -4 4 -6 -7 9 -9 -10 -11 11 -13
leaf_value=0.00037836897963107268 -0.0014771360123361692 0.0019465256996458878 -0.0019517717902945834 0.00125024127449497 -0.0014989765368531248 -0.0013700020855006839 0.0034858808062098621 -0.0014008058081528448 0.0018417426303757917 0.00066812867217701222 0.00057381967849351163 -0.0022152043583398757
leaf_weight=0.0013453062378148686 0.0010319200980464091 0.0012094324674240516 0.0014414940375458811 0.0010832014728403847 0.0010885072201933044 0.0014649604767523758 0.0011722928026940485 0.0016919265761932978 0.0019007780964138965 0.0010198617056701746 0.001503305608513918 0.0014108203189747131
leaf_count=128 375 155 670 155 256 225 141 267 296 75 164 214
internal_value=0 8.58009e-05 -0.000826914 0.000273585 0.000109564 0.00026524 0.00051013 2.92907e-05 0.000439527 0.00217497 -0.000227243 -0.000776435
internal_weight=0 0.0163319 0.0027868 0.0135451 0.0123357 0.0112471 0.00978219 0.00759003 0.00589811 0.00219215 0.00399733 0.00291413
internal_count=3121 2746 798 1948 1793 1537 1312 1096 829 216 533 378
is_linear=0
shrinkage=0.00566207


Tree=1604
num_leaves=14
num_cat=0
split_feature=1 16 43 133 52 39 47 2 15 1 1 48 0
split_gain=6.94205e-05 0.000190603 0.000214809 0.000213517 0.000104707 0.000188192 0.000121019 0.000133986 0.000103209 0.000169848 0.000117439 0.000129403 0.000172535
threshold=0.077565000000000009 0.19444000000000003 -0.088704999999999992 0.083950000000000011 -0.28430999999999995 0.085220000000000004 0.10904500000000002 0.11474000000000002 0.035560000000000008 0.086560000000000012 0.091785000000000019 0.016865000000000002 -0.10224499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 -2 6 7 8 9 -6 -11 12 -12
right_child=4 -3 3 -5 5 -7 -8 -9 -10 10 11 -13 -14
leaf_value=-0.0034009570084325381 -0.0014442500001747517 0.0012083591078960098 -0.001681015885797795 0.0018010568354308242 0.0027737574303122754 0.0028828932266542796 -0.0017047391623500536 0.0023073265539151262 -0.001302709386189352 -0.001852175680141148 -0.0021864283216046299 0.0023155718172242338 0.0011776524826871647
leaf_weight=0.0012394244721871247 0.0012050456911613669 0.0016254714044542373 0.001710584957822902 0.0010785220283347219 0.0010098891137664268 0.0010823683597543663 0.00112210881224284 0.0012285036169223107 0.0015151181297992367 0.0010061551873330465 0.0010063041301879875 0.0010534103812736006 0.0013288881384118907
leaf_count=303 170 196 683 454 93 257 100 160 341 110 60 69 125
internal_value=0 -0.000563162 -0.00127795 -0.00033453 0.000265577 0.000464598 0.000182249 0.000442108 0.000110966 0.00050727 -1.35553e-05 0.000532374 -0.00027203
internal_weight=0 0.005654 0.00402853 0.00278911 0.0115578 0.0103527 0.00927038 0.00814827 0.00691977 0.00540465 0.00439476 0.0033886 0.00233519
internal_count=3121 1636 1440 1137 1485 1315 1058 958 798 457 364 254 185
is_linear=0
shrinkage=0.0061288


Tree=1605
num_leaves=12
num_cat=0
split_feature=4 0 1 15 48 2 3 48 16 160 43
split_gain=6.85251e-05 0.00015527 0.000163212 0.000224404 0.00010903 0.000176955 0.000143865 0.000135241 0.000242005 0.000211083 0.000185303
threshold=-0.51843499999999987 0.010870000000000003 0.077565000000000009 0.083935000000000023 0.12879500000000002 0.10402500000000002 0.10893000000000001 0.086260000000000017 -0.056919999999999991 -0.013324999999999998 -0.0037449999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 7 -7 8 10 -10 -4
right_child=1 -3 4 -5 -6 6 -8 -9 9 -11 -12
leaf_value=-0.0012802939131414744 -0.0024786733927791081 0.001457721169129139 -0.00026899308881585818 0.00011402758070484634 -0.0013001875295098487 0.002630649619488102 0.00037719818404750627 -0.001609498771768688 0.00094901909812261079 -0.0019460436908798075 0.0023010425787827519
leaf_weight=0.001002324092885142 0.0015445815485280257 0.0018193125803547148 0.0011976268025380441 0.001860121558273347 0.0010996071223043921 0.001327146910856114 0.0015555646411364865 0.0011920909838210036 0.0010334892856575517 0.0016578703084477444 0.0017387970590087565
leaf_count=65 857 245 226 695 71 187 141 114 157 192 171
internal_value=0 7.47961e-05 -0.000102299 -0.00106218 0.000200242 0.000370288 0.00141465 -7.11543e-05 0.000254702 -0.000834332 0.00125285
internal_weight=0 0.0160262 0.0142069 0.0034047 0.0108022 0.00970259 0.00288271 0.00681987 0.00562778 0.00269136 0.00293642
internal_count=3121 3056 2811 1552 1259 1188 328 860 746 349 397
is_linear=0
shrinkage=0.00502775


Tree=1606
num_leaves=26
num_cat=0
split_feature=1213 133 160 133 130 0 123 124 456 48 1 2 0 47 52 457 16 1 0 12 0 13 13 3 4
split_gain=0.000525567 0.000506347 0.000591328 0.000430501 0.000505309 0.000534444 0.000411788 0.000473957 0.000351092 0.000389669 0.00066987 0.000566196 0.000520249 0.000592086 0.000473843 0.000450422 0.000313681 0.000273347 0.000253387 0.000237606 0.00021711 0.000220323 0.000219416 0.000165988 0.00013657
threshold=-1.0000000180025095e-35 -0.25159999999999993 -0.40698999999999991 -0.085499999999999979 -0.0015749999999999998 0.18019500000000002 1.0000000180025095e-35 -0.013479999999999999 0.086265000000000022 0.12649500000000002 0.104035 0.10699500000000002 -0.17169499999999996 0.11402500000000002 -0.0064899999999999992 0.080930000000000016 0.042200000000000008 0.086560000000000012 -0.099059999999999995 0.086915000000000006 -0.14116499999999996 -0.074044999999999986 -0.084319999999999992 -0.088084999999999983 -0.07533999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 19 24 6 7 -6 9 10 11 14 -12 16 15 17 18 -9 -14 -4 -16 22 -22 -23 -5
right_child=1 2 3 4 5 -7 -8 8 -10 -11 12 -13 13 -15 20 -17 -18 -19 -20 -21 21 23 -24 -25 -26
leaf_value=-0.00084791020059623873 -0.00088441223750788597 -0.00094320763427910097 0.00014917048965277767 -0.0010150482514106355 -0.00092543391311875013 0.0010545209028742766 0.00068725285813253667 -0.00027835948077805934 -0.00071564598981529635 -0.00059034318864778479 0.0012434583772671405 -0.00086914768489996738 -7.9689697357418721e-05 0.001151282263112865 0.00091968495191437581 0.00026519675164576357 -0.00053654060359015416 -0.001170672993929818 0.00083598416513482846 0.0010488426147518711 0.00014160453481653761 0.00033815817421704354 0.00097157157785068946 -0.00040680485027200946 -0.00027710808479411962
leaf_weight=0.0014801684214808533 0.0012111957577529689 0.0011630401609314936 0.0010380070396391874 0.0010037031154504772 0.0010732755469582403 0.001139667064311011 0.0019356573937051999 0.0018424232946936212 0.001167639220503224 0.0015905533414466424 0.0015295854798100805 0.0015073597703151318 0.0014243218836460514 0.0012431375466093186 0.0010443060005798088 0.001954665265634592 0.0013525028769354464 0.0011299029943758754 0.0010870963302471717 0.0014156535923552371 0.0015394296543458502 0.001043165285805614 0.0011245215671751296 0.0014701000479375777 0.0010436564749497492
leaf_count=491 170 203 91 98 40 24 224 297 148 47 48 156 60 29 41 75 96 124 66 87 108 57 79 190 72
internal_value=0 2.20359e-05 5.6492e-05 9.43642e-05 4.45141e-05 9.79182e-05 5.44136e-05 1.44003e-06 4.65538e-05 8.91709e-05 0.000145193 -4.75402e-05 0.000512729 0.000293872 6.3547e-05 -0.00026735 1.80177e-05 -0.000617564 0.00031667 0.000668241 0.000325593 0.000205758 0.000491955 -9.75977e-05 -0.000638878
internal_weight=0 0.0330746 0.0318634 0.0307003 0.0282467 0.0261993 0.0250596 0.023124 0.0220507 0.0208831 0.0192925 0.0126559 0.00663664 0.00510706 0.0111485 0.00492699 0.00386392 0.00297233 0.00251142 0.00245366 0.00622152 0.00517722 0.00266395 0.00251327 0.00204736
internal_count=3121 2630 2460 2257 2079 1909 1885 1661 1621 1473 1426 1127 299 251 971 496 222 421 126 178 475 434 187 247 170
is_linear=0
shrinkage=0.00142833


Tree=1607
num_leaves=24
num_cat=0
split_feature=14 1374 1213 160 457 484 50 13 13 132 160 1 13 43 130 1 15 0 2 13 43 51 3
split_gain=0.00048097 0.000493535 0.000488623 0.000440199 0.000345952 0.000422985 0.000550183 0.000302474 0.000367763 0.000576687 0.000396664 0.00027773 0.000266057 0.000327352 0.000332506 0.000548211 0.000314097 0.000285337 0.000263697 0.00044606 0.000329018 0.000192729 3.87121e-05
threshold=0.076175000000000007 -0.094929999999999987 -1.0000000180025095e-35 -0.40698999999999991 0.080930000000000016 -1.0000000180025095e-35 0.099210000000000007 -0.53104499999999988 -0.082014999999999991 0.080640000000000017 0.086325000000000013 0.086105000000000015 -0.014169999999999999 0.016310000000000002 -1.0000000180025095e-35 0.086560000000000012 -0.10091499999999999 -0.10224499999999999 0.097845000000000015 -0.39067499999999994 -0.043144999999999996 -0.012244999999999997 -0.028564999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 5 -5 7 -7 18 10 12 -6 -10 14 -14 22 17 -17 20 -20 -9 -18 -16
right_child=-2 2 3 4 11 6 -8 8 9 -11 -12 -13 13 -15 15 16 21 -19 19 -21 -22 -23 -24
leaf_value=-0.00087854578705266089 -0.00098929838569888602 -0.00082415538947337524 -0.00077717938762154122 -0.00065905768056643687 4.7969927513026941e-05 -0.00067427008523870838 0.00097830194840885904 0.00074241646391824537 -0.00058642169714146072 0.00093303053862350133 -0.00093228875797131047 0.0009470493237085831 -0.00077658602670335687 0.00072798543041987379 0.00047714240698546828 -0.00021267985787090307 -0.00010866863611021371 0.00073339678466329298 0.0014285036303309194 0.00025690596849118832 -0.00029596374234293842 -0.00088101286516099615 0.0008629055489943828
leaf_weight=0.0012063250411173945 0.0010033018337871616 0.0012357594201397584 0.0011334514994040248 0.0015037855203547659 0.0011547242811626992 0.0010732463827807159 0.0014369454307999732 0.001003941963780397 0.0015245028662323546 0.0011847226925141294 0.0010913858110807037 0.0017836487540850432 0.0011065247996794331 0.0012819469810535509 0.0010277479413915991 0.0016487728936614987 0.001209102620855166 0.0010740237389892616 0.0011122447103562028 0.0016412437263995661 0.0016386182135244487 0.0014491509695827584 0.0010973867776114168
leaf_count=53 101 477 202 445 76 26 102 134 337 135 82 124 139 63 79 36 90 32 65 89 112 93 29
internal_value=0 1.62522e-05 5.42426e-05 9.41839e-05 0.000132107 7.34008e-05 0.000124391 6.35403e-05 0.000105017 -1.94186e-05 -0.000109614 0.000593728 -3.09864e-05 5.45914e-05 -4.5639e-05 6.21136e-05 -0.000180464 0.000160506 0.000420838 0.000730161 9.853e-05 -0.000529713 0.000676345
internal_weight=0 0.0296192 0.0284129 0.0271771 0.0260437 0.0231053 0.0216015 0.0201646 0.0190913 0.0136953 0.0125105 0.00293837 0.0114192 0.00989466 0.00861271 0.00750618 0.00538105 0.0027228 0.00539605 0.00275349 0.00264256 0.00265825 0.00212513
internal_count=3121 3020 2967 2490 2288 2088 1643 1541 1515 1115 980 200 898 561 498 359 251 68 400 154 246 183 108
is_linear=0
shrinkage=0.00142833


Tree=1608
num_leaves=14
num_cat=0
split_feature=11 43 48 49 43 52 2 3 4 48 403 12 0
split_gain=7.26993e-05 8.32057e-05 0.000132403 0.000155741 0.000172023 0.000111467 8.14396e-05 0.000224514 0.000120016 0.000117735 7.88451e-05 0.000115951 4.67702e-05
threshold=0.081790000000000015 -0.074359999999999996 0.087310000000000013 -1.0000000180025095e-35 -0.095049999999999982 -0.089199999999999988 0.10613000000000002 0.048265000000000009 0.057560000000000007 0.086035000000000014 0.089965000000000017 0.082850000000000021 -0.019414999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 12 -3 7 10 -8 -9 11 -7 -5
right_child=-2 5 -4 4 -6 6 8 9 -10 -11 -12 -13 -14
leaf_value=-0.0016756095349426052 -0.0012994435522842396 -0.0016427099022293425 0.0023880556068888734 -0.00090497446573429337 0.0024531342163681283 3.9535732923769391e-05 0.00042518293964605294 0.0026308094796832202 -0.0017048546055487847 0.00021987235228187977 0.00073726478909527822 -0.0025113011885446153 0.00071212724821615337
leaf_weight=0.0010264849773069518 0.0012435570528586118 0.0014209053921607163 0.0010797322489006778 0.0011612491906968364 0.0012289783234708815 0.0011864126131647147 0.0015828924674792799 0.0015243234031909469 0.001680461232895919 0.0010568897560858659 0.0010005854230930589 0.0010222250661647489 0.0010489292937766459
leaf_count=254 175 246 212 244 435 113 137 102 187 44 150 782 40
internal_value=0 9.38451e-05 0.00064367 0.000221901 0.000788251 -0.000197236 2.96173e-05 0.000424851 -0.000671678 0.00164364 -0.000555434 -0.00114107 -0.000137514
internal_weight=0 0.0160201 0.00554537 0.00446564 0.00343916 0.0104747 0.00905379 0.00579044 0.00326335 0.00258121 0.00320922 0.00220864 0.00221018
internal_count=3121 2946 1185 973 719 1761 1515 1191 324 146 1045 895 284
is_linear=0
shrinkage=0.00555105


Tree=1609
num_leaves=13
num_cat=0
split_feature=4 15 15 48 51 15 49 3 1 12 0 15
split_gain=6.95454e-05 0.000102697 8.90419e-05 0.000107894 0.00011187 0.000132777 0.000234463 0.000199411 8.13327e-05 7.97622e-05 0.00010359 8.02523e-05
threshold=0.27287000000000006 -0.11713499999999999 -0.10091499999999999 0.093265000000000015 0.08955500000000001 -0.016799999999999995 -0.026779999999999995 0.10542000000000001 0.111945 0.092355000000000007 -0.084269999999999984 0.040760000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 6 -4 9 -2 10 -7 -12
right_child=8 2 3 -5 -6 7 -8 -9 -10 -11 11 -13
leaf_value=-0.0015876200181437435 -7.8776672668678008e-05 0.0012103417872336897 0.00059737907704752893 0.00096907198335521708 -0.0018475998469521335 -0.00087901212486974007 -0.0024840631388338146 0.0017237857700356746 0.0017377079377542801 -0.0011949831982901102 -6.4214742320948992e-05 0.0016101298766646437
leaf_weight=0.0010443777783304955 0.0012251175175324027 0.0012568431358218604 0.0010105709017766418 0.0017629018606706301 0.0010148673751246987 0.0016190503460473014 0.0013429874924520439 0.0015094632880208181 0.0010858282313788575 0.0015285344389975863 0.0015351145526942261 0.0011842429787222164
leaf_count=212 95 77 129 185 257 457 437 57 257 429 171 358
internal_value=0 -0.000126644 -1.57935e-05 -0.000139002 -0.000320803 -0.000161554 -0.00116095 0.000157321 0.000774722 -0.000245704 8.87522e-05 0.000664939
internal_weight=0 0.014809 0.0137646 0.0125077 0.0107448 0.00972996 0.00235356 0.00737641 0.00231095 0.00586694 0.00433841 0.00271936
internal_count=3121 2769 2557 2480 2295 2038 566 1472 352 1415 986 529
is_linear=0
shrinkage=0.00483252


Tree=1610
num_leaves=14
num_cat=0
split_feature=50 48 4 15 48 40 3 2 3 16 16 4 3
split_gain=6.72218e-05 8.1529e-05 0.000194918 0.000131101 0.000139265 0.000101709 0.000168321 0.00018269 0.000156323 0.000293516 8.60573e-05 9.70864e-05 4.76337e-05
threshold=0.10124500000000002 0.12230500000000001 0.40473500000000007 -0.11713499999999999 0.092475000000000016 -0.064864999999999992 0.10542000000000001 0.084245000000000014 -0.091054999999999983 -0.091114999999999988 -0.056919999999999991 0.053180000000000012 -0.13309499999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 -5 7 10 12 -10 11 -7 -9
right_child=-2 -3 -4 4 -6 6 -8 8 9 -11 -12 -13 -14
leaf_value=-0.0019200515902015104 -0.0014288179894656171 -0.0014770825099155798 0.0023904425104784512 -0.0016056620023589413 0.0021058135246358059 0.00042186081716499873 0.0019295457375923778 -0.00058419175196381063 -0.00033746625519458896 -0.004207726038184683 -0.000266915505209999 0.0028078202100642784 0.001154442869630903
leaf_weight=0.001094113569529708 0.0010391684279111293 0.0010389537743853419 0.0012381409500740259 0.0012152361395498289 0.001122272431060555 0.0012530962848708027 0.0015279950959579134 0.0010305402851956136 0.0017511144137471761 0.0010427967232230235 0.0015197899168998552 0.0010416988873233612 0.0010726694548621627
leaf_count=195 375 69 256 122 125 261 82 142 187 789 299 42 177
internal_value=0 8.71649e-05 0.000196168 -2.55591e-06 0.00016425 -2.597e-05 0.000161506 -0.0001486 -0.000886734 -0.001782 0.000799007 0.00150494 0.000302539
internal_weight=0 0.0159484 0.0149095 0.0136713 0.0125772 0.0114549 0.0102397 0.00871171 0.00489712 0.00279391 0.00381459 0.0022948 0.00210321
internal_count=3121 2746 2677 2421 2226 2101 1979 1897 1295 976 602 303 319
is_linear=0
shrinkage=0.00577531


Tree=1611
num_leaves=23
num_cat=0
split_feature=1213 1456 128 1374 457 11 13 0 16 48 403 1 52 13 3 2 1 4 0 47 15 49
split_gain=0.00053035 0.000410124 0.000317943 0.000342229 0.000288698 0.000244976 0.000264868 0.000273736 0.000354809 0.000337558 0.000274801 0.000423539 0.000494047 0.000426663 0.000320441 0.000305588 0.000225312 0.000196566 0.000433021 0.000183614 0.000129806 0.00015299
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 0.086435000000000012 -0.094929999999999987 0.092360000000000012 0.087830000000000005 -0.53104499999999988 0.10455500000000001 0.19444000000000003 -0.086869999999999989 0.03138500000000001 0.10089500000000001 0.10160000000000001 -0.07692499999999998 0.10732000000000001 0.116525 1.0000000180025095e-35 -0.083854999999999985 -0.10011499999999998 0.090280000000000013 -0.10203999999999998 -0.049784999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 5 6 -5 9 -9 -8 11 12 17 -13 19 -16 -12 -11 20 -15 -19 -22
right_child=1 2 -4 4 -6 -7 7 8 -10 10 16 13 -14 14 15 -17 -18 18 -20 -21 21 -23
leaf_value=-0.00092271830954352286 -0.00087084688607738528 -0.00062321815629995414 -0.00072180311441092922 -0.00058986660927156103 0.00080785688718959482 -0.00054406954612819681 -0.00066232008414170238 0.00011419344576766446 0.001156902508035562 0.00053359994602511344 0.00018199438802421415 0.00093450071445040379 -0.0010008086992573232 0.00088707384762250164 -0.00079322576064153722 0.00026055283019681483 0.0010726262328214916 -0.00020768870487618868 -0.00079030739160462142 0.00011510077859232469 8.7652177997505519e-06 0.00079907834360749841
leaf_weight=0.0012786876231474223 0.0010159789343213701 0.0012989969824062078 0.0010274561319225653 0.0010019870221071791 0.0013163422401509797 0.0011669639714506621 0.0011237830940169493 0.0014805342898798193 0.0013016268519887575 0.0012192406950936232 0.0012338801071218311 0.0018844266009649391 0.0012341926336525422 0.0012069163391127125 0.0011816696184610009 0.0011550601130423388 0.001178956016864241 0.0012304836165424327 0.0014362679392649728 0.0014274023743503506 0.0010801898124270792 0.0010023183624525613
leaf_count=491 258 55 135 33 84 108 53 69 33 177 113 164 247 183 24 39 48 57 637 49 30 34
internal_value=0 3.73453e-05 7.25783e-05 0.000105017 0.00014466 0.000105939 0.00014142 0.000177379 0.000602022 0.000110233 0.000162942 8.49815e-05 -0.000161725 0.000344183 0.000120406 -0.000272336 0.000617173 1.17844e-05 -0.000122177 0.000468781 0.000167474 0.000389146
internal_weight=0 0.0272047 0.0261887 0.0251612 0.0238622 0.0225459 0.0213789 0.0203769 0.00278216 0.0175948 0.016471 0.0140582 0.00720269 0.00685548 0.00497105 0.00233673 0.00241284 0.0059685 0.00474926 0.00263432 0.00331299 0.00208251
internal_count=3121 2630 2372 2237 2182 2098 1990 1957 102 1855 1802 1641 1182 459 295 63 161 935 758 232 121 64
is_linear=0
shrinkage=0.00145689


Tree=1612
num_leaves=24
num_cat=0
split_feature=1456 1213 1374 128 51 453 15 160 4 15 16 12 0 0 0 4 16 15 47 52 43 1 2
split_gain=0.000480629 0.000512355 0.000368224 0.000379722 0.000328892 0.000483779 0.000317224 0.000287907 0.00028193 0.000344428 0.000720522 0.000521166 0.000594739 0.000471931 0.000510409 0.000392536 0.00053529 0.000375295 0.0002375 0.000225945 0.000181612 0.000155429 7.50236e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.094929999999999987 0.086435000000000012 0.078435000000000019 1.0000000180025095e-35 0.035560000000000008 -1.0000000180025095e-35 0.27834500000000006 0.088235000000000022 -0.014034999999999997 0.084100000000000022 -0.10224499999999999 -0.10474999999999998 -0.060129999999999996 -0.49405499999999997 0.22339500000000004 0.091915000000000011 0.10421000000000001 0.0031350000000000002 -0.050459999999999998 0.111945 0.10584500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 5 8 7 -6 9 10 11 12 -4 -12 -15 22 -17 -11 -18 -9 -19 -10 -16
right_child=1 2 3 -5 6 -7 -8 19 21 17 13 -13 -14 14 15 16 18 20 -20 -21 -22 -23 -24
leaf_value=-0.0009653270229518508 -0.00086220537471587031 -0.00068303512715557808 -0.00071644838192045756 -0.00073986897414384889 4.1324165117869504e-05 -0.00088922195784692465 -0.00027034013733744973 0.00055772417138773951 0.00024802775384677987 0.00091349576054397085 0.0010398585525790731 -0.0011227799306195521 0.00049011017715371388 -0.00081634549960801295 -0.00058925416678424331 0.0013805996792897617 -0.00029910856903279319 0.00048931609877947901 0.00055720265943252543 0.0014011243347457777 -0.00034540314187551973 0.0009742461676767514 -1.6109206676698021e-05
leaf_weight=0.0011413138628751504 0.0013991828537024955 0.0014104520066560147 0.001963332125992423 0.0011540486583311296 0.0011897605662004596 0.0011438103627048326 0.0010199279444225162 0.0016786218544202472 0.0015423797165077238 0.0018410404823852025 0.001251935390622177 0.0018984802689079594 0.0016691431958615272 0.0012396361829024949 0.001010082194508044 0.0011051603800171974 0.0013223944962632572 0.0010170699398841521 0.001557839299493935 0.0012049425191316132 0.0013260702399078284 0.0011258704476611869 0.0010072844501989309
leaf_count=288 461 55 72 135 99 66 82 111 67 104 59 348 54 362 63 42 76 107 13 49 143 227 38
internal_value=0 1.65592e-05 5.79872e-05 9.496e-05 0.000130492 5.17826e-05 0.000470803 0.00065638 0.000103337 3.72336e-05 -7.43955e-05 -0.000491802 -0.000162028 0.000197393 5.17624e-05 0.000231036 0.0005014 0.000411412 0.000164047 0.000910152 1.69174e-05 0.000554456 -0.000303079
internal_weight=0 0.0310785 0.0296793 0.0282688 0.0271148 0.0220215 0.00509325 0.00407332 0.0208777 0.0182095 0.0140253 0.00553096 0.00363248 0.00849433 0.0072424 0.00600276 0.00398539 0.00418418 0.00288023 0.00288356 0.00234314 0.00266825 0.00201737
internal_count=3121 2833 2372 2317 2182 1841 341 259 1775 1481 1127 474 126 653 594 232 131 354 89 160 250 294 101
is_linear=0
shrinkage=0.00148603


Tree=1613
num_leaves=26
num_cat=0
split_feature=1456 1213 128 1374 475 453 0 158 49 457 13 43 52 3 130 1 1 4 42 12 12 15 150 0 43
split_gain=0.000486695 0.000455534 0.000353752 0.000363242 0.000345774 0.000378076 0.000367406 0.000331974 0.000346553 0.000275323 0.000311838 0.000526126 0.000797533 0.000364433 0.000549558 0.000351696 0.000358671 0.000235166 0.000403548 0.000282575 0.000147233 0.000138806 0.000123743 6.65965e-05 4.7045e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 0.086435000000000012 -0.094929999999999987 -0.084444999999999978 1.0000000180025095e-35 -0.23091999999999999 0.084905000000000022 0.11042000000000002 0.080930000000000016 -0.0034749999999999994 0.24789500000000006 0.11434500000000002 0.088060000000000013 -1.0000000180025095e-35 0.086560000000000012 0.095285000000000022 -0.083854999999999985 0.09832500000000001 0.089505000000000015 0.086850000000000024 -0.016799999999999995 0.084555000000000019 0.10455500000000001 -0.0047449999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 -5 6 -6 8 9 10 11 12 17 14 -12 23 -17 24 19 20 -19 -15 -11 -16 -8
right_child=1 2 -4 4 5 -7 7 -9 -10 22 13 -13 -14 21 15 16 -18 18 -20 -21 -22 -23 -24 -25 -26
leaf_value=-0.00091010514750695514 -0.00080642510913643203 -0.00061860645242248539 -0.00069390083454270697 -0.00070008600912755889 0.00096869450966009742 -0.00057001036309467382 0.00074614931848268314 -0.00063383226167060117 0.00077183067807174691 0.00095973112630094444 -0.00076703295070510574 -0.00071348948223591742 -0.00061653414013681336 -0.00094563470983386648 0.00044878359797752304 -0.0006865063743058472 0.00048806374701414141 0.00015652620226056307 0.0010764130134564714 -0.00031178863506360404 0.00085232353967445984 -0.00026203796675320837 0.00026672373924166242 0.00093255531933211474 0.0011768995804531596
leaf_weight=0.001215313956424823 0.0013291338667039123 0.0014347302068600234 0.0012537246197888976 0.001011316307713477 0.0011848870445438841 0.0014013759537212503 0.0010559910738232731 0.0010439829697035654 0.0019105503881578492 0.0010857418563854351 0.0012535917916347561 0.0010391549869277492 0.0014299438430054323 0.0011738311217399655 0.0011746885851193906 0.0010927502666984168 0.0010306150136726866 0.0014066959937639187 0.0013216458432896566 0.0015502273040577386 0.0011100067871844255 0.0012526774760317494 0.0010189946681035122 0.0011477448797450052 0.0010139401885851307
leaf_count=288 461 55 135 185 48 72 113 185 140 72 79 74 184 30 122 33 79 220 151 153 81 37 82 17 25
internal_value=0 1.14768e-05 4.84546e-05 8.15228e-05 0.00011913 0.000151368 0.000192974 0.000153206 0.000190437 0.000135334 7.83389e-05 0.000248173 0.000360601 -0.000129151 6.82171e-05 0.000303734 -0.000116407 0.000547938 0.000390746 0.000167922 0.000463412 -0.00059273 0.000624216 0.000687863 0.000957149
internal_weight=0 0.0307279 0.0293988 0.0281451 0.0267104 0.025699 0.0242977 0.0231128 0.0220688 0.0201582 0.0180535 0.00992761 0.00888845 0.0081259 0.00569939 0.0044458 0.00212337 0.00745851 0.00538858 0.00406693 0.0025167 0.00242651 0.00210474 0.00232243 0.00206993
internal_count=3121 2833 2372 2237 2182 1997 1925 1877 1692 1552 1398 1001 927 397 330 251 112 743 605 454 301 67 154 139 138
is_linear=0
shrinkage=0.00142833


Tree=1614
num_leaves=14
num_cat=0
split_feature=484 4 12 12 160 42 15 15 1 3 2 3 2
split_gain=6.73448e-05 9.04736e-05 8.36386e-05 8.90538e-05 0.000132241 0.000119869 0.000134872 0.000153502 0.000140729 0.000206372 0.000140966 6.42799e-05 3.42493e-05
threshold=-0.0068949999999999992 0.27044500000000005 0.10711000000000002 0.10016000000000001 0.099315000000000014 0.092145000000000019 0.090455000000000021 0.024640000000000006 1.0000000180025095e-35 0.097915000000000016 1.0000000180025095e-35 0.10893000000000001 0.090175000000000019
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 6 7 8 -2 10 -10 -3 -12
right_child=1 11 -4 -5 -6 -7 -8 -9 9 -11 12 -13 -14
leaf_value=-0.0012042823790755621 -0.00095486498515264331 0.0019302596565945033 -0.001394074408613761 0.001505228423839359 -0.0018601832670533571 -0.0013507171120616362 0.0016173087359809726 -0.0017581029339046089 0.00023906303293356578 -0.00088074971891634335 0.00295839691189085 0.00013763427460661306 0.0016261477334056443
leaf_weight=0.001154423633909391 0.0017564141330261157 0.001094739077096593 0.0011527242197039373 0.0010157024074671514 0.0010015359368968088 0.0013393030801207581 0.0016582942144320887 0.0011114930799877576 0.0015723628752481456 0.0014838067096909491 0.0010032967982525065 0.0010127361183457362 0.0010269479965199224
leaf_count=503 369 230 196 131 98 322 197 482 182 106 51 116 138
internal_value=0 7.76498e-05 -7.02677e-05 4.73948e-05 -7.64794e-05 8.66375e-05 0.000286901 9.54113e-06 0.000296663 0.000728834 0.00139177 0.00106882 0.00228451
internal_weight=0 0.0162294 0.0141219 0.0129692 0.0119535 0.0109519 0.00961262 0.00795432 0.00684283 0.00508641 0.00360261 0.00210748 0.00203024
internal_count=3121 2618 2272 2076 1945 1847 1525 1328 846 477 371 346 189
is_linear=0
shrinkage=0.00512831


Tree=1615
num_leaves=24
num_cat=0
split_feature=1213 160 475 43 128 1374 484 50 457 43 43 4 133 15 43 15 4 4 1 13 1 12 0
split_gain=0.000505859 0.000432707 0.000306616 0.000318477 0.000336625 0.000343177 0.000260933 0.0004347 0.00028934 0.0002629 0.000321913 0.000511495 0.000479499 0.00037779 0.000431311 0.000361033 0.000340515 0.000262151 0.00027753 0.00022196 0.000170008 0.000167614 8.37891e-05
threshold=-1.0000000180025095e-35 -0.40698999999999991 -0.084049999999999986 0.24789500000000006 0.086435000000000012 -0.094929999999999987 -0.0068949999999999992 0.099450000000000011 0.080930000000000016 0.016310000000000002 -0.074359999999999996 -0.17966999999999997 0.090310000000000015 -0.016799999999999995 -0.10131 1.0000000180025095e-35 -1.0000000180025095e-35 0.2623950000000001 0.111945 -0.099939999999999987 0.086920000000000011 0.084290000000000018 -0.10224499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 5 -4 -7 8 9 10 12 -12 13 14 -8 16 -13 22 -19 -11 -10 -15 -18
right_child=1 2 3 -5 -6 6 7 -9 20 19 11 15 -14 21 -16 -17 17 18 -20 -21 -22 -23 -24
leaf_value=-0.00086383563211465833 -0.00081382055726269848 -0.00067224746717630302 -0.00051948936851104583 -0.00057289354826512871 -0.00064724398884305251 -0.000285284894887059 -0.00055943212551156642 0.001034327295168223 0.00028407043484310411 0.00092684604258578456 -0.00089996767250270218 0.00070372387732324851 -0.00041671707214699209 0.0011927913248305489 0.00064294498729669904 -0.0006560291226945194 -0.00059701069763011983 -0.00015429599442176513 0.00081742413942514436 0.00015232039891208897 0.0010354902818845765 0.00048745846051232849 -8.2093470582640971e-05
leaf_weight=0.0012235624862900188 0.0010832532750565385 0.0010141912185525062 0.0013160566400429721 0.0012784519117530193 0.0010040654562538378 0.0019300997143019962 0.0010011998386729726 0.0011554189825868635 0.0011337988117503519 0.0012488695909445013 0.0012794341616375526 0.0015402137943494798 0.001339456406529077 0.0012948559042125192 0.0011744249649202065 0.0011804297022889876 0.0011797062284202298 0.0011182974517680577 0.0010163749864520732 0.0014467823620494249 0.0010511340788022516 0.0011545529388494735 0.0011122286682347018
leaf_count=491 215 231 33 156 99 383 66 86 51 52 79 78 150 32 180 241 30 36 103 88 112 63 66
internal_value=0 2.02587e-05 5.37595e-05 8.21273e-05 0.000116062 0.000148436 0.000187753 0.000232449 0.000184373 0.0001254 5.31436e-05 -0.000116215 0.000292414 0.000497786 8.96236e-05 2.40856e-05 0.000158634 -3.10268e-05 0.000308366 0.000511151 0.000645566 0.000860326 -0.000347132
internal_weight=0 0.0280533 0.02697 0.0259559 0.0246774 0.0236733 0.0223573 0.0204272 0.0192718 0.0170868 0.0143912 0.00842668 0.00596449 0.00462503 0.00217562 0.00714725 0.00596682 0.00442661 0.00213467 0.00269565 0.00218493 0.00244941 0.00229193
internal_count=3121 2630 2415 2184 2028 1929 1896 1513 1427 1264 1124 633 491 341 246 554 313 235 139 140 163 95 96
is_linear=0
shrinkage=0.00134594


Tree=1616
num_leaves=25
num_cat=0
split_feature=1213 160 128 43 456 13 9 11 1 43 43 43 16 474 52 47 52 0 16 52 12 1 151 1
split_gain=0.000501675 0.0004644 0.000407763 0.000336732 0.000331779 0.000286565 0.000424238 0.000398325 0.000455852 0.000810779 0.000810155 0.000366294 0.00035919 0.000372124 0.000477287 0.000432995 0.000491833 0.000374216 0.000307395 0.000264406 0.000252175 0.00025158 0.000202088 3.74288e-05
threshold=-1.0000000180025095e-35 -0.40698999999999991 0.086435000000000012 0.24789500000000006 0.087485000000000021 -0.00096999999999999983 0.091600000000000015 0.078340000000000007 0.08592000000000001 0.016310000000000002 -0.083134999999999987 -0.45785999999999999 0.10994000000000002 0.084660000000000027 0.13389000000000004 0.092710000000000015 -0.0027449999999999996 -0.23091999999999999 -0.27167499999999994 -0.11183499999999999 0.088365000000000013 0.094465000000000007 -0.0064299999999999991 0.10293500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 5 7 11 8 9 10 -3 -7 13 14 15 16 17 -13 -10 -14 23 -18 -19 -20
right_child=1 2 -4 -5 -6 6 -8 -9 18 -11 -12 12 19 -15 -16 -17 21 22 20 -21 -22 -23 -24 -25
leaf_value=-0.00077829255714169626 -0.00081771791071429676 0.00034154045430517078 -0.00070926418870297418 -0.00058897876926979433 -0.00054054996200895912 0.00073679977458286801 0.00087578507545512437 -0.00045568911260010774 8.3839634291863968e-05 0.00083857494096236708 -0.00093691520656045166 0.0002658892357305566 -0.00020776375516012911 0.00078003849627352004 0.00080693382425256585 -0.00096795972970247098 -1.4536164841901236e-06 -0.00028568521396311007 0.00099368665640425422 -0.0010690145446913795 0.00048749899740036423 0.00077498212473297678 -0.0010676981160907767 0.0013459987573131466
leaf_weight=0.001437794209792064 0.0011157559486186788 0.0019564092690284038 0.001178851712264505 0.0012358680185133855 0.0012780461091297371 0.001048802704898045 0.0010129292555483014 0.0010928526800455538 0.0011787368414063193 0.0019112684001165725 0.0016597161867753498 0.0010776650605599514 0.0018139113522117611 0.001070714007745722 0.0010122982180078566 0.0010759891257134946 0.0016824129383436991 0.0011606388025313663 0.001076845388543024 0.0010027155158152121 0.0017565270211359341 0.0013729090429442786 0.0012363126486702493 0.0011086787187559732
leaf_count=491 215 196 141 117 152 50 30 53 125 86 483 16 160 41 28 36 72 37 76 28 186 83 48 171
internal_value=0 3.49088e-05 6.66184e-05 9.83526e-05 0.000129145 0.000161678 3.55669e-05 0.000318147 0.000397568 0.000129522 -0.000245241 -2.72233e-05 -9.12996e-05 3.16887e-05 -6.12851e-05 -0.000176839 -4.64801e-05 -0.000392862 0.000686898 -0.000514368 0.000867222 0.000347438 -0.000689036 0.00117241
internal_weight=0 0.0311169 0.0300011 0.0288222 0.0275864 0.0263083 0.0145673 0.011741 0.0106482 0.00552739 0.00361613 0.0135544 0.0125056 0.00968894 0.00861823 0.00760593 0.00652994 0.00347462 0.00512079 0.00281663 0.00394205 0.00305532 0.00239695 0.00218552
internal_count=3121 2630 2415 2274 2157 2005 629 1376 1323 765 679 599 549 361 320 292 256 101 558 188 433 155 85 247
is_linear=0
shrinkage=0.00134594


Tree=1617
num_leaves=23
num_cat=0
split_feature=14 1213 1374 457 160 3 124 484 50 160 151 16 0 3 4 52 0 1 4 4 12 4
split_gain=0.000615891 0.000566884 0.000554814 0.000435108 0.000402584 0.000328614 0.000394931 0.000420422 0.000485798 0.000347518 0.000562332 0.000443835 0.000425994 0.000421399 0.000392145 0.000479386 0.000218046 0.000215686 0.000184227 0.000331146 0.00025034 0.000142439
threshold=0.076175000000000007 -1.0000000180025095e-35 -0.094929999999999987 0.080930000000000016 -0.40698999999999991 0.30112000000000005 -0.043384999999999993 -1.0000000180025095e-35 0.10030500000000002 -0.081069999999999989 -0.0077149999999999988 -0.056919999999999991 -0.14116499999999996 0.10893000000000001 0.076415000000000025 0.096795000000000006 -0.11991499999999998 0.086105000000000015 0.053180000000000012 -0.082109999999999975 0.089005000000000015 -0.043364999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 -4 6 -6 -8 9 16 -11 12 -12 14 15 21 -9 -5 19 -14 -20 -13
right_child=-2 2 3 17 5 -7 7 8 -10 10 11 13 18 -15 -16 -17 -18 -19 20 -21 -22 -23
leaf_value=-0.00073667746277158747 -0.00087522485412229879 -0.00069640004825793553 -0.00066831706206416683 0.00012900550345835087 0.00066031409160223075 0.00072515575287552126 -0.00062737951720086705 0.00079921162746058878 0.00074021123609366258 -0.00069340411029719586 0.00077343228916085401 -0.00027267218353350605 0.0001938629806620927 -0.00065759097993197042 0.00050607607284436557 0.00038463913300197113 6.1675039467210582e-05 0.00078286853121844547 0.00066925509678615732 -0.00060797420603347755 -6.9405883340162714e-07 -0.00084261620577972846
leaf_weight=0.0012893026493382411 0.0010848186144660757 0.0012805978619940808 0.0010485558811192943 0.0011505515822212145 0.0013436928429814412 0.0010171806648786022 0.0013503532946884935 0.0011196836345588324 0.001301778290732746 0.0017175048739750389 0.0014905903354431775 0.0014012266356131786 0.0017076040392343022 0.0019630772776935146 0.0014129675691668675 0.0012053606584636611 0.0010823133115189778 0.0017402382272377892 0.0012836422854760055 0.0012069182402738672 0.0018980867052617034 0.0010555218548098195
leaf_count=477 101 53 201 76 177 116 429 19 78 107 38 137 175 26 56 29 137 125 54 239 73 198
internal_value=0 2.34353e-05 5.74903e-05 9.26009e-05 4.20802e-05 7.37003e-05 4.4302e-05 5.25188e-06 4.82965e-05 -2.74197e-07 -5.91526e-05 1.53316e-05 0.000211933 -0.000196597 -1.8281e-05 -0.000220596 0.000436702 0.000522627 7.46414e-05 -0.000138182 0.000269591 -0.000517544
internal_weight=0 0.0300667 0.0287774 0.0274968 0.0246061 0.0235575 0.0225403 0.0211966 0.0198463 0.0185445 0.0163425 0.014625 0.00758684 0.00703815 0.00507508 0.00366211 0.002202 0.00289079 0.00609625 0.00291452 0.00318173 0.00245675
internal_count=3121 3020 2543 2490 2289 2088 1972 1795 1366 1288 1132 1025 579 446 420 364 156 201 541 414 127 335
is_linear=0
shrinkage=0.00117172


Tree=1618
num_leaves=27
num_cat=0
split_feature=1213 14 1374 1456 128 51 453 151 15 15 484 130 4 43 47 42 16 15 16 52 15 4 160 47 16 2
split_gain=0.000596421 0.000486554 0.00048927 0.000407649 0.000372658 0.000319501 0.000517065 0.000336189 0.000281153 0.000259478 0.000460333 0.00056442 0.000362316 0.000319317 0.000420781 0.000398103 0.000348885 0.000409433 0.000381462 0.000311167 0.000402845 0.000264593 0.000226214 0.000116576 5.03707e-05 2.68266e-05
threshold=-1.0000000180025095e-35 0.076175000000000007 -0.094929999999999987 -1.0000000180025095e-35 0.086435000000000012 0.078435000000000019 1.0000000180025095e-35 -0.016164999999999995 0.013270000000000002 0.088235000000000022 0.084040000000000017 -1.0000000180025095e-35 0.40473500000000007 -0.15879999999999997 0.11227500000000001 0.084695000000000006 0.31475000000000003 -0.10469999999999999 -0.084119999999999986 0.090245000000000006 0.091915000000000011 -0.083439999999999986 -0.081969999999999987 0.084210000000000021 -0.011734999999999997 0.08708500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 5 6 9 -7 23 10 11 -5 13 -13 15 16 17 -15 -19 20 -11 -20 -12 -9 -23 -17
right_child=1 -3 3 4 -6 7 -8 8 -10 19 22 12 -14 14 -16 25 -18 18 21 -21 -22 24 -24 -25 -26 -27
leaf_value=-0.0010009188764047256 -0.00081463781637872124 -0.0010068039361633338 -0.00081523597239230891 -0.0011224656263153069 -0.00069696899818654163 0.0012254447689104202 -0.00091720653819730199 0.00032237941845281756 -0.00037113357563885879 0.0012983587977147511 0.0011807613286482336 0.00056171865689351051 0.00075909561918662449 -0.00070852284207841097 0.00077568698886382843 -0.001024000467243697 -0.00087145307603167987 -0.00047404767099631137 0.0012185346185187901 -0.00021381328677844472 0.00020030453712151201 0.00050710707134401199 0.00021981712926106325 0.00096506288508118611 2.8362207122637106e-05 -0.00067461899113546416
leaf_weight=0.001339347523875877 0.00137695105057034 0.001001110901280188 0.0010517307141893048 0.0010179686381234796 0.0011523288276726875 0.0012039577250408939 0.0010853107149286769 0.0017856727785270912 0.0010273452297662189 0.0015084381681074168 0.0011323659942537034 0.0016980371018426839 0.0014664495744993187 0.0011677199293695885 0.0010008615241279281 0.0010149419945018334 0.0010571310759657226 0.0010581791301609257 0.0010056226404531144 0.001057246479480245 0.0015630079189596913 0.0010066001059553199 0.0011190422790670054 0.0010181801197051144 0.0010131106457708303 0.0010047803303062652
leaf_count=491 53 87 241 124 130 58 66 142 70 57 128 59 181 78 46 145 98 66 70 179 103 53 66 51 108 171
internal_value=0 3.24642e-05 6.76219e-05 0.000110676 0.000146525 0.000183892 0.000101589 0.000526771 0.000307212 0.000157177 6.85765e-05 -3.71597e-05 5.12713e-05 -4.28603e-05 -0.000152905 -0.000264502 -7.6985e-05 8.29501e-05 0.00030928 0.00049544 0.000739577 0.000583266 0.000703133 0.000555761 0.000266963 -0.000850189
internal_weight=0 0.0305941 0.029593 0.028216 0.0271643 0.026012 0.0209768 0.00503516 0.0038312 0.0198915 0.0157628 0.0135114 0.0124934 0.011027 0.00932895 0.00832809 0.00630836 0.00525123 0.00408351 0.00412869 0.00307145 0.00302533 0.00225141 0.00280385 0.00201971 0.00201972
internal_count=3121 2630 2543 2490 2249 2119 1798 321 263 1732 1393 1199 1075 894 835 789 473 375 297 339 160 231 194 193 161 316
is_linear=0
shrinkage=0.00151575


Tree=1619
num_leaves=25
num_cat=0
split_feature=1213 1456 475 3 453 128 124 1374 0 160 133 133 403 42 49 52 133 15 15 52 3 4 1 2
split_gain=0.000625203 0.000538734 0.000442619 0.000358087 0.000396345 0.000339878 0.000510111 0.000323269 0.000461072 0.000314282 0.00044445 0.000526368 0.000343193 0.000351158 0.00051578 0.00049787 0.000406517 0.000333114 0.000412208 0.000386386 0.000323321 0.000347955 0.000276927 0.000255891
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.08459499999999999 0.30112000000000005 1.0000000180025095e-35 0.086435000000000012 -0.043384999999999993 -0.094929999999999987 -0.23091999999999999 -0.098904999999999979 -0.17773999999999998 -0.086649999999999991 0.084910000000000013 0.088060000000000013 0.094245000000000009 0.11434500000000002 0.091580000000000009 0.095175000000000023 -0.10324499999999999 -0.085984999999999992 0.10299500000000002 -0.0016099999999999997 0.084525000000000003 0.086885000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 5 6 -4 -8 -9 -10 -11 -12 13 14 15 17 23 18 -13 -20 21 22 -21 -15
right_child=1 2 3 -5 -6 -7 7 8 9 10 11 12 -14 16 -16 -17 -18 -19 19 20 -22 -23 -24 -25
leaf_value=-0.0009415272573630129 -0.00090147771726313325 -0.00084313722290060367 0.0009682168952878671 0.00088335781986234076 -0.00071314465825389223 -0.00064815488991935475 -0.00053691384328679692 0.00094832296483868413 -0.00053286647143620562 -0.00075538749983453026 0.00088166470526309109 -0.0004556171364147796 -0.00069720181184701577 0.00034120692802776768 0.00099629608465349301 -0.00098495679050076721 -0.00024454665092537599 -0.00074390613389778697 -0.00037360639598527226 0.00011927517301921445 0.0010334279825847702 -0.00022393634384389278 0.001149888962084655 0.001121267127266347
leaf_weight=0.0014152948658564526 0.0012230588609851148 0.0010577670908165351 0.0014198596107575503 0.0011365301398982277 0.0012732417106235952 0.0011797756746628743 0.001581373135792318 0.0013261840113223322 0.0015787322509446247 0.0010985846906316201 0.0019531790979397936 0.001958128464771715 0.0010367255169825276 0.0017098476729380243 0.0010100939900559167 0.0010929980330018916 0.0011628950561502482 0.0010124216225912983 0.0014211860303623373 0.0010612771841992013 0.0014748240932931367 0.0017505721581172785 0.0010663216970865363 0.0017219201868126088
leaf_count=491 258 202 203 128 66 133 33 48 250 113 100 87 43 93 60 22 222 41 121 153 17 74 62 101
internal_value=0 2.83669e-05 6.49529e-05 9.69427e-05 6.60054e-05 0.000101927 0.0001354 8.81334e-05 0.000130309 8.12433e-05 0.000128465 0.000178433 9.98516e-05 0.000150107 2.01195e-05 -7.08617e-05 0.000485294 3.16659e-05 0.000121586 0.00028843 0.000464197 0.000247725 0.000635804 0.000732609
internal_weight=0 0.0323075 0.0310844 0.0300267 0.0288901 0.0276169 0.0264371 0.0250173 0.0234359 0.0221097 0.020531 0.0194324 0.0174792 0.0164425 0.0118478 0.0108377 0.00459466 0.00974473 0.00873231 0.00677418 0.005353 0.00387817 0.0021276 0.00343177
internal_count=3121 2630 2372 2170 2042 1976 1843 1640 1607 1559 1309 1196 1096 1053 637 577 416 555 514 427 306 289 215 194
is_linear=0
shrinkage=0.00142833


Tree=1620
num_leaves=15
num_cat=0
split_feature=41 39 3 160 2 48 2 160 3 1 42 1 4 43
split_gain=8.16583e-05 8.71003e-05 0.00012596 0.000117535 0.000148386 0.000172487 0.00015382 0.000145258 0.000138983 0.000238002 0.000216439 0.000112659 7.59681e-05 3.1559e-06
threshold=0.078475000000000017 0.085220000000000004 0.149315 -0.098904999999999979 0.11215000000000001 0.095090000000000022 0.12043500000000001 -0.027994999999999996 -0.074084999999999998 0.08844500000000001 0.088200000000000014 0.086560000000000012 0.053180000000000012 -0.085594999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 7 -6 -5 9 10 -9 -10 -13 -3
right_child=-2 13 -4 4 6 -7 -8 8 11 -11 -12 12 -14 -15
leaf_value=-0.002502234327296612 -0.0018442646697589306 0.0011833373834033132 0.0018890793842797216 0.002152670821986996 -0.0036312117115311813 0.0029667422983805122 8.6067710163440113e-05 -0.0027084146380276473 0.00034503669040798524 0.0022059268420845973 0.0011188862407089687 -0.0034711744212520988 -0.00096677217139636289 0.0017313035167199385
leaf_weight=0.0010443811584881788 0.0010892665117379066 0.0010016674462369757 0.0014108592688578401 0.0012464061939291464 0.0010526505783867166 0.0010017382475759904 0.0010686479280253292 0.0014952236735278511 0.001141250654532377 0.0019977999827055781 0.0013299905740509071 0.0012380378701095651 0.0010806506175258246 0.0010010955974109675
leaf_count=362 148 90 143 273 117 130 131 703 126 317 218 112 47 204
internal_value=0 0.000104734 -7.45631e-05 -0.000276831 -9.31374e-05 0.000242331 -0.00175856 -4.40627e-05 -0.000374624 0.000382629 -0.000906684 -0.0014302 -0.00230397 0.00145724
internal_weight=0 0.0171104 0.0151076 0.0136968 0.0126524 0.0105311 0.0021213 0.00952936 0.00828295 0.00482301 0.00282521 0.00345994 0.00231869 0.00200276
internal_count=3121 2973 2679 2536 2174 1926 248 1796 1523 1238 921 285 159 294
is_linear=0
shrinkage=0.00690203


Tree=1621
num_leaves=15
num_cat=0
split_feature=11 403 403 42 124 52 43 4 0 3 52 2 3 4
split_gain=7.59254e-05 9.09945e-05 9.8016e-05 0.00018636 0.000113994 0.000121082 0.000104417 0.000150936 0.000188865 0.000115213 0.000215187 0.000259173 0.000165275 0.000196368
threshold=0.081790000000000015 -1.0000000180025095e-35 0.096440000000000012 0.09832500000000001 -0.043384999999999993 -0.11592499999999999 -0.15582499999999996 -0.27825499999999997 -0.076899999999999982 -0.077774999999999983 0.0031350000000000002 0.11215000000000001 0.090900000000000009 0.053180000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 -6 -7 -8 9 -9 11 12 13 -11
right_child=-2 2 -4 -5 5 6 7 8 -10 10 -12 -13 -14 -15
leaf_value=-0.0016232028414838845 -0.001383978032078238 0.0019781199752251684 -0.0014815857483920034 0.0023532980540848306 -0.0015712072061909153 0.0018823659735845678 -0.0016687306607506905 -0.0016697724653747434 0.0026200549296461545 -0.0023671071806499184 0.0027713560871165397 -0.0027717119151885899 0.0020800086231446816 0.0013004626043058392
leaf_weight=0.0010034255112486489 0.0012946936888085228 0.0010493995874880377 0.0011094686634111469 0.0014314942603950035 0.0015715557823448604 0.001119536236101836 0.0016008881033195985 0.0012398069902820278 0.0010667612238385599 0.0010130895441067267 0.0010128250604647393 0.0010662431928540883 0.0014344931648351267 0.0010133090158148672
leaf_count=750 175 196 232 212 334 56 70 508 167 75 172 83 61 30
internal_value=0 9.673e-05 0.000206453 0.000334559 0.000115433 -4.56003e-05 0.000181294 -2.02867e-05 0.000316037 -4.64881e-05 0.000316792 -0.00023235 0.000549985 -0.000533124
internal_weight=0 0.0167323 0.0157289 0.0146194 0.0131879 0.0121385 0.010567 0.00944742 0.00784653 0.00677977 0.00553996 0.00452713 0.00346089 0.0020264
internal_count=3121 2946 2196 1964 1752 1556 1222 1166 1096 929 421 249 166 105
is_linear=0
shrinkage=0.00589082


Tree=1622
num_leaves=13
num_cat=0
split_feature=147 52 1 11 2 3 2 457 43 2 16 12
split_gain=7.21403e-05 0.00013115 0.000126099 0.000152275 0.000129405 0.000163548 0.000180316 0.000214843 0.000141745 0.00013298 0.000181256 0.000107792
threshold=0.087350000000000025 0.19022000000000003 0.13146500000000003 0.081790000000000015 0.088225000000000012 -0.10831999999999999 0.11389000000000002 0.088350000000000026 -0.084004999999999982 0.099185000000000009 -0.091114999999999988 0.079890000000000017
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 8 -6 7 9 -1 10 -7 -10
right_child=-2 -3 -4 -5 5 6 -8 -9 11 -11 -12 -13
leaf_value=0.0006516618324778707 0.0014240096783710607 -0.0017874192417272347 0.0015713139138854087 -0.0021274385988078255 0.0021127836723520495 0.00097292845487858463 -0.0016604382256630349 0.002849545231701031 -0.00052238986528271923 0.001225094483266283 -0.0019549344606819962 -0.0026622393429054409
leaf_weight=0.0015589454303936443 0.0010217882325723451 0.0013018445005805726 0.0015094057546842414 0.0010724262316950126 0.0015095491918941661 0.0011088772996876578 0.0014284168613485915 0.0010218428491839404 0.001741844090145217 0.0017314553835606761 0.0015797426658997193 0.0012430628224685443
leaf_count=308 146 346 200 152 92 98 235 34 138 226 369 777
internal_value=0 -9.51341e-05 4.69498e-05 -0.000117444 4.93475e-05 0.000458372 9.48645e-05 0.000555603 -0.000704985 2.52849e-05 -0.000747385 -0.00141353
internal_weight=0 0.0168074 0.0155056 0.0139962 0.0129237 0.00837988 0.00687034 0.00544192 0.00454385 0.00442008 0.00268862 0.00298491
internal_count=3121 2975 2629 2429 2277 1054 962 727 1223 693 467 915
is_linear=0
shrinkage=0.00555105


Tree=1623
num_leaves=14
num_cat=0
split_feature=4 43 0 43 15 15 16 0 2 49 43 43 16
split_gain=7.32981e-05 0.000155305 0.000160682 0.000143544 0.000119819 0.000180543 0.000222601 0.000192832 0.000170016 0.000142868 0.000124672 0.000109049 5.8351e-05
threshold=-0.51843499999999987 -0.34140499999999996 -0.036484999999999997 0.054355000000000007 0.090615000000000015 -0.0088349999999999974 -0.056919999999999991 -0.20211999999999997 0.10613000000000002 -0.043469999999999995 -0.063379999999999978 0.055925000000000009 -0.014034999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 5 6 7 9 -9 -3 -8 -4 -7
right_child=1 2 11 -5 -6 12 10 8 -10 -11 -12 -13 -14
leaf_value=-0.0014834038475609287 -0.0020387018607185038 0.00072648479889319954 0.0005237783851232275 -0.0018038117174290888 -0.0014902174193780434 0.00092730775520848011 -6.2666637499351295e-05 0.00048915424917160848 0.0034056943710911078 -0.0022734951401570738 -0.002769365992169964 0.0028018408416682896 0.0026458859831033931
leaf_weight=0.001055575857378698 0.0010732400905770741 0.0010960801939035036 0.0017051510643077651 0.0013834169428761792 0.0012878852975074248 0.0015493907282322361 0.0010151893103423357 0.0017868891034282944 0.0010633957447286208 0.0010242716085819836 0.001287374182345701 0.001190001796053497 0.0011466257264893106
leaf_count=65 123 47 279 374 373 478 504 317 158 51 157 51 144
internal_value=0 8.60801e-05 0.000232865 -4.82262e-05 0.000167523 0.00038168 -9.15078e-05 0.000596156 0.00157727 -0.000722706 -0.001576 0.00146014 0.00165823
internal_weight=0 0.0166089 0.0155357 0.0126405 0.0112571 0.00996922 0.0072732 0.00497064 0.00285028 0.00212035 0.00230256 0.00289515 0.00269602
internal_count=3121 3056 2933 2603 2229 1856 1234 573 475 98 661 330 622
is_linear=0
shrinkage=0.00577531


Tree=1624
num_leaves=14
num_cat=0
split_feature=484 15 43 3 13 12 13 160 16 16 4 0 52
split_gain=6.95562e-05 0.000113385 8.0911e-05 0.000170631 0.000162294 9.76654e-05 0.000207008 0.000171156 0.000109591 0.000198212 0.000116936 7.48073e-05 6.48273e-05
threshold=-0.0068949999999999992 -0.24436499999999997 -0.074359999999999996 -0.077774999999999983 -0.004174999999999999 0.091475000000000015 -0.23438999999999996 0.086075000000000013 -0.27167499999999994 -0.088159999999999988 -0.062539999999999984 -0.087634999999999977 0.083680000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 11 -5 7 -7 8 -4 -10 -11 -3 -13
right_child=1 2 5 4 -6 6 -8 -9 9 10 -12 12 -14
leaf_value=-0.0013043129364886073 0.0016986896627942112 -0.0014977844753039646 -0.000968719297681435 0.0030691371813107329 7.4792600740961965e-05 0.00039497026292297118 -0.0030158870307606458 -0.0017048288023832354 0.0025473251095901954 -0.001288041706450213 0.00085361043599726247 -0.00067007647492843536 0.0011084838915968436
leaf_weight=0.0011429669225585621 0.0011944571949495325 0.0010353438663073117 0.0014039915281146139 0.0011534349980821812 0.0010016643960675245 0.0010121470198030114 0.0010994566761629299 0.0014877696513975192 0.0013192479963804451 0.0012165289821925431 0.0019907155824447692 0.0011744988910561693 0.0012561399039271448
leaf_count=503 232 185 97 175 73 30 516 89 225 377 170 299 150
internal_value=0 8.43686e-05 -4.28999e-05 0.000474936 0.0016774 -0.00034834 -0.00138097 -5.44006e-05 0.000359639 0.000771659 4.12677e-05 -0.000272741 0.000249073
internal_weight=0 0.0163454 0.0151509 0.00562108 0.0021551 0.00952986 0.0021116 0.00741825 0.00593048 0.00452649 0.00320724 0.00346598 0.00243064
internal_count=3121 2618 2386 882 248 1504 546 958 869 772 547 634 449
is_linear=0
shrinkage=0.0054422


Tree=1625
num_leaves=13
num_cat=0
split_feature=1 15 2 3 50 51 16 42 133 2 2 2
split_gain=7.32074e-05 0.000127584 0.000132817 0.000248518 8.2835e-05 9.44665e-05 0.000112976 0.000159738 8.26198e-05 0.00012562 9.90622e-05 6.49618e-05
threshold=0.104035 -0.016799999999999995 0.10045500000000002 0.11924500000000002 0.088425000000000017 -0.082744999999999985 0.23311500000000004 0.091735000000000025 0.083950000000000011 0.089885000000000007 0.094215000000000007 0.079055000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 -2 -4 5 -1 7 8 9 11 -11 -7
right_child=1 -3 3 -5 -6 6 -8 -9 -10 10 -12 -13
leaf_value=-0.0016385582600531088 -0.0011109823847118485 0.0016130297286342315 0.002485519542887925 -0.00072617965240748933 -0.0017316699707503661 -0.0002901341901650984 0.001426755865333735 -0.0021700973732711342 0.0010596474958068929 0.0017658996984742212 -0.00043489327888052002 -0.0021813560036172707
leaf_weight=0.0010489082686285173 0.0019198489042493855 0.0018790056827440718 0.00124391866124067 0.0015288011326639595 0.001009193453576058 0.0010213461474634089 0.0014310124643245881 0.0010208543296395256 0.0018301090514970114 0.0010581378411027575 0.0012945630884513282 0.0010471260668946138
leaf_count=368 209 154 195 133 465 130 112 295 340 95 156 469
internal_value=0 0.000438186 -3.22464e-05 0.000714677 -0.000276509 -0.000125921 5.63829e-05 -0.000213279 0.000106275 -0.000288365 0.000554923 -0.00124753
internal_weight=0 0.00657157 0.00469257 0.00277272 0.0107613 0.00975206 0.00870315 0.00727214 0.00625128 0.00442117 0.0023527 0.00206847
internal_count=3121 691 537 328 2430 1965 1597 1485 1190 850 251 599
is_linear=0
shrinkage=0.00533549


Tree=1626
num_leaves=23
num_cat=0
split_feature=1213 14 160 1374 1 457 13 160 151 16 43 0 16 0 2 15 16 52 2 16 51 4
split_gain=0.000523651 0.000440152 0.000430945 0.000324332 0.000333149 0.000525922 0.000439056 0.000498487 0.000377795 0.000633296 0.000673887 0.000332342 0.000313339 0.000291516 0.000480939 0.000316588 0.000233966 0.000251029 0.000228747 0.000177624 0.000175005 0.000167085
threshold=-1.0000000180025095e-35 0.062655000000000016 -0.40698999999999991 -0.094929999999999987 0.08592000000000001 0.045365000000000009 -0.083364999999999981 -0.095794999999999977 -0.0077149999999999988 -0.056919999999999991 -0.074359999999999996 -0.10224499999999999 -0.36241499999999999 0.18019500000000002 0.10402500000000002 0.091295000000000015 -0.11676499999999999 -0.0027449999999999996 0.092235000000000025 -0.080509999999999984 -0.030229999999999996 -0.077679999999999985
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 13 6 12 -8 -9 11 -11 18 -6 14 15 16 -5 -18 -10 -14 -12 -19
right_child=1 -3 3 4 5 -7 7 8 9 10 20 -13 19 -15 -16 -17 17 21 -20 -21 -22 -23
leaf_value=-0.00082635478875708803 -0.00079714220269062365 -0.00084391797028823086 -0.00061309276964839567 -0.00074289635193894668 6.1230230300419992e-05 0.0009195873501475129 0.00084273640547605016 -0.00079483843277746336 -0.00039480974910424032 0.00032047948326694809 -0.00047589042714602035 0.00087598610548397717 0.0011221925219816937 0.00048327463797755263 -0.00082814002543041287 0.00053962130734139203 -0.00043088511422487391 -3.2805665166465597e-05 0.00047381450355622458 0.00039561307888615559 -0.0012175565243478864 0.00066337867511441376
leaf_weight=0.0013573412128086151 0.0010226563259425605 0.0010100402220309937 0.0011291736327940774 0.0010193890920426303 0.0016081356974160799 0.0018479527091562189 0.0011340035286065983 0.0012373758840819055 0.0010413925033674332 0.0015089666748583372 0.0011860407384056701 0.0015547406962738994 0.0014752716017036871 0.0014712809675074831 0.0016085565607854568 0.0014851726100135743 0.0016946857231492926 0.0016387373284398876 0.0011620932829032871 0.0010386439579050935 0.0011211839173512735 0.0010090651625599984
leaf_count=491 202 90 53 85 111 142 52 90 19 117 125 181 59 23 205 127 413 214 39 90 85 108
internal_value=0 2.89768e-05 6.04708e-05 9.29878e-05 0.000123839 0.000244529 0.000155853 2.77612e-06 -0.00010532 7.32183e-06 -0.000378895 0.000399496 0.000525201 -6.96623e-05 -0.000165874 -1.02894e-05 -0.000162608 -2.63863e-05 6.32928e-05 0.000822001 -0.000836299 0.000232507
internal_weight=0 0.0290046 0.0279945 0.0269719 0.0258427 0.0159158 0.0140678 0.0099458 0.00881179 0.00757442 0.00381619 0.00375823 0.00412205 0.00992689 0.00845561 0.00684705 0.00536188 0.00434249 0.00220349 0.00251392 0.00230722 0.0026478
internal_count=3121 2630 2540 2338 2285 1110 968 708 656 566 327 239 260 1175 1152 947 820 735 58 149 210 322
is_linear=0
shrinkage=0.00134594


Tree=1627
num_leaves=13
num_cat=0
split_feature=4 13 132 457 39 0 151 160 1 4 457 12
split_gain=7.22322e-05 0.000142789 0.000137663 0.0001115 0.00013252 0.000131167 0.000155156 0.000273737 0.000167762 0.000119125 5.83561e-05 4.88117e-05
threshold=-0.51843499999999987 -0.23438999999999996 0.079970000000000013 0.082380000000000009 0.084405000000000008 -0.053834999999999994 -0.0077149999999999988 -1.0000000180025095e-35 0.10089500000000001 -0.076229999999999978 0.10487 0.092255000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 5 6 -3 -8 9 -9 -5 -10
right_child=1 2 -4 10 -6 -7 7 8 11 -11 -12 -13
leaf_value=-0.001238342960543849 0.0013515259689510458 -0.0018939914498360233 0.0014586424458631123 0.0015509743064643171 0.0010342380868175356 -0.0017675068036585835 -0.0019464623754049013 0.00082321250648267528 0.0022656279228003805 -0.0010501015605754076 -2.9184531603226775e-05 0.00077421985120230865
leaf_weight=0.0010421235862128056 0.001815742140791274 0.0012696633986665502 0.0012332114986857148 0.0011030507780753632 0.00128441466999613 0.0018712690591058982 0.0014051558845996331 0.0014053150087987038 0.0010452959462821099 0.0018186345117407153 0.0010803787348390159 0.0010054054165340442
leaf_count=65 162 227 294 147 222 267 524 605 44 442 69 53
internal_value=0 7.3878e-05 -8.58736e-05 -0.000229208 -0.00042549 -0.000616401 -0.000345436 -5.1095e-05 0.000453827 -0.000233527 0.000769099 0.00153443
internal_weight=0 0.0163375 0.0145218 0.0132886 0.0111052 0.00982074 0.00794947 0.00667981 0.00527465 0.00322395 0.00218343 0.0020507
internal_count=3121 3056 2894 2600 2384 2162 1895 1668 1144 1047 216 97
is_linear=0
shrinkage=0.00483252


Tree=1628
num_leaves=27
num_cat=0
split_feature=1213 160 43 42 376 475 38 457 484 50 48 1 12 16 48 51 0 13 43 16 457 1 4 43 4 12
split_gain=0.000636818 0.000453178 0.000515067 0.000403907 0.000481979 0.000341084 0.000348188 0.000378322 0.000341797 0.000467969 0.000442948 0.000455329 0.000561917 0.00046314 0.000359775 0.000333397 0.000421009 0.000424762 0.000383403 0.000311323 0.00026816 0.000248541 0.000234467 0.000145633 0.000106004 2.08037e-05
threshold=-1.0000000180025095e-35 -0.40698999999999991 0.24789500000000006 -0.11466499999999999 0.086100000000000024 -0.084444999999999978 1.0000000180025095e-35 -0.0029299999999999994 -0.0068949999999999992 0.099450000000000011 0.12737000000000001 0.111945 0.092355000000000007 -0.079109999999999986 0.094680000000000014 0.087505000000000013 -0.22491999999999998 -0.012549999999999997 0.0034250000000000005 0.11346000000000002 -0.09521499999999998 0.092695000000000013 -0.35136499999999998 -0.084004999999999982 -0.0082299999999999995 0.097825000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 5 -5 7 20 -9 10 11 12 14 -14 15 16 -10 18 23 25 -7 22 -19 -18 -24 -13
right_child=1 2 -4 4 -6 6 -8 8 9 -11 -12 19 13 -15 -16 -17 17 21 -20 -21 -22 -23 24 -25 -26 -27
leaf_value=-0.00086708816826369238 -0.00073109861340771472 -0.00049788053320501662 -0.00070331567423031723 -0.00063311318859877856 0.00098138178021700182 0.00017821489395436474 -0.00057404491942689975 -0.00038764596697203374 0.0010504848949065332 0.00099416830101935715 -0.00059368776412111097 0.0011101167138511574 -0.00093649910832143172 7.5126492263072873e-05 0.00091147294656871184 -0.00049265885874242362 0.000486553175101722 -0.00038613411148555207 0.0010854573389918235 0.00012179007396494648 -0.00066864754242035491 -0.00053780470451672959 0.00063372958084575179 -0.00015740307338230511 6.6968235358780127e-05 0.0008522555763142781
leaf_weight=0.0013780786426023641 0.0012604566019925869 0.0018090490696075759 0.0014092444801201412 0.0010145377171849315 0.0010086830998806548 0.001025198284534401 0.0011191421731986942 0.0014577777707575059 0.0010073652217954454 0.0012677786375490099 0.0010719735247697306 0.0010129740477122914 0.0012220365667943156 0.0018006914571252483 0.001292760172947994 0.0010042604533979657 0.0012928932016862422 0.0010130886875856504 0.0012181150596752843 0.0010195223197921877 0.0014552917965411352 0.0013330129485693565 0.001080939828694838 0.001003363856264647 0.0010431417186538379 0.0010002826706276835
leaf_count=491 215 111 157 207 79 53 54 319 33 66 30 171 111 190 47 56 73 22 30 44 118 68 127 171 32 46
internal_value=0 1.38982e-05 4.52171e-05 8.21342e-05 0.000121338 8.76559e-05 0.000117211 0.00014996 0.000204939 0.000248824 0.000197515 0.000246415 0.000151817 -0.000333856 0.000281861 0.000200436 0.000277844 0.000180365 0.000510288 0.000692824 -0.000318635 -7.90142e-05 0.00011593 0.000205172 0.000355392 0.000981999
internal_weight=0 0.0312436 0.0299831 0.0285739 0.0267648 0.0257561 0.0247416 0.0236225 0.021142 0.0196842 0.0184164 0.0173444 0.0143117 0.00302273 0.0112889 0.00999618 0.00899192 0.00798456 0.00351437 0.00303278 0.00248049 0.00447018 0.00313717 0.00229626 0.00212408 0.00201326
internal_count=3121 2630 2415 2258 2147 2068 1861 1807 1636 1317 1251 1221 960 301 659 612 556 523 274 261 171 249 181 244 159 217
is_linear=0
shrinkage=0.00126831


Tree=1629
num_leaves=25
num_cat=0
split_feature=1213 1456 1374 376 376 4 128 0 47 13 1 1375 2 42 43 42 13 16 49 2 1 13 0 16
split_gain=0.000449808 0.000396632 0.000345151 0.000369575 0.000498724 0.000381774 0.000381799 0.000427264 0.000425492 0.00041442 0.000371203 0.000306705 0.000240118 0.000260692 0.000492894 0.000301614 0.000282433 0.000250051 0.00024759 0.000298276 0.000216142 0.000204911 0.000142975 6.43003e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.094929999999999987 0.11430500000000002 0.048375000000000008 -0.49405499999999997 0.086435000000000012 -0.036484999999999997 0.087235000000000021 0.11596500000000001 0.13146500000000003 -0.012484999999999998 0.084055000000000005 0.088200000000000014 -0.014584999999999999 0.092145000000000019 -0.012549999999999997 -0.078464999999999993 -0.066019999999999981 0.11018500000000002 0.11323000000000001 -0.0057949999999999989 -0.11437499999999999 -0.095094999999999985
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 5 -4 7 8 11 21 20 -7 17 14 -14 -15 -16 23 -18 -20 22 -9 -10 -13
right_child=1 2 3 -5 -6 6 -8 9 10 -11 -12 12 13 15 16 -17 18 -19 19 -21 -22 -23 -24 -25
leaf_value=-0.00082892427983810905 -0.00085667992814448038 -0.00065716657010554474 -0.00060943327054544319 -0.00077598095527308135 0.00090657486663716172 0.00089622081797122416 -0.00067547721696096879 0.00063596941698296054 0.00012358568346172461 0.0013692504846925745 0.00045951229201155673 0.00050894896729035952 -0.0010517303303059021 0.00088839362939888047 0.00051082499552870288 -6.8312286226261299e-05 -0.00078393880794837582 -0.00010920457213967026 0.00065269498069292335 -0.00035450995447080581 -0.0010404827349718025 -0.00015185507120195853 -0.0005663497146317629 0.001009486769582419
leaf_weight=0.0014176491873104649 0.0010800545350677917 0.0014256553110669748 0.0016828415696528111 0.0010369167234860468 0.0015725383914183535 0.0011948709931330912 0.0012492404291384309 0.0016513672408185465 0.0010639863148806938 0.0010558212312581361 0.0010453044630511776 0.0011421842719724351 0.0010844606973681179 0.0013053210395225223 0.0017261813164326468 0.0015068727671370685 0.0010955436112674031 0.0010805371480195275 0.0010275707495464607 0.0015893193690960095 0.0011742815455164646 0.0012172971761894259 0.0015905760685435135 0.0010414446401090238
leaf_count=491 258 55 128 26 136 62 133 71 30 34 26 64 338 100 167 254 33 172 133 54 57 82 136 81
internal_value=0 1.0493e-05 4.21773e-05 7.76151e-05 0.000110279 6.12209e-05 0.000108557 0.000151909 6.00493e-05 0.00058888 -0.000309966 0.000190792 0.000123893 4.96385e-06 -0.00015489 0.000375757 2.39396e-05 0.00046402 -0.000202449 4.09879e-05 -0.000520039 0.000301662 -0.000289814 0.000747672
internal_weight=0 0.0306402 0.0295601 0.0281345 0.0270976 0.025525 0.0238422 0.0225929 0.0186685 0.00392449 0.00487415 0.0137943 0.0125994 0.00933527 0.00652308 0.00281219 0.00543862 0.00326417 0.00371243 0.00261689 0.00382884 0.00286866 0.00265456 0.00218363
internal_count=3121 2630 2372 2317 2291 2155 2027 1894 1707 187 249 1458 1396 1079 725 354 387 317 220 187 223 153 166 145
is_linear=0
shrinkage=0.00145689


Tree=1630
num_leaves=14
num_cat=0
split_feature=12 48 2 159 52 133 13 15 150 15 15 16 0
split_gain=7.60919e-05 7.04098e-05 0.000144699 0.000160345 0.000135745 0.000188266 0.000229095 0.000166819 0.000132888 0.000110407 0.000106256 0.000204693 8.19147e-05
threshold=0.11650500000000001 0.12879500000000002 0.113445 0.091005000000000016 0.11434500000000002 -0.0061299999999999992 -0.084034999999999985 0.085730000000000015 0.087380000000000013 0.040760000000000005 -0.016799999999999995 -0.056919999999999991 -0.13843999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 7 -7 -1 9 10 11 -8 -4
right_child=-2 -3 12 -5 -6 6 8 -9 -10 -11 -12 -13 -14
leaf_value=-0.0026630968407700701 -0.0014897459751319875 -0.0012497443737531063 0.0024858640464729465 -0.0021067711431558781 -0.001361336820168736 0.0025330550724467571 0.001721592062601618 0.00049343925844739568 -0.0013106787657535791 -0.00089400340402762764 0.0021963639858454762 -0.0013917778078421331 0.00039452136457173521
leaf_weight=0.0010653852189028848 0.0010075776215943679 0.0011406301490479711 0.0011776982460573737 0.0010684102618413122 0.001615455474779732 0.0017348114095957646 0.0015152354918998492 0.0010003017240342305 0.001317290193127485 0.0011198853680368173 0.00159736041868885 0.0011405003946564907 0.0011316734095747566
leaf_count=344 147 79 98 246 349 342 90 295 128 350 151 222 280
internal_value=0 8.12761e-05 0.000179326 -4.53435e-05 0.000136584 0.000367246 0.000735462 -0.00113456 0.000269339 0.000656711 0.00106503 0.000384562 0.00146103
internal_weight=0 0.0166246 0.015484 0.0131746 0.0121062 0.0104908 0.00842508 0.00206569 0.00669027 0.00537298 0.0042531 0.00265574 0.00230937
internal_count=3121 2974 2895 2517 2271 1922 1283 639 941 813 463 312 378
is_linear=0
shrinkage=0.00555105


Tree=1631
num_leaves=15
num_cat=0
split_feature=41 2 16 151 48 15 49 4 15 13 15 0 2 47
split_gain=6.91315e-05 7.94417e-05 7.30063e-05 0.000116841 0.000114149 0.000165687 0.000139055 0.000115492 0.000276537 0.000308767 0.000122235 0.000117138 7.37451e-05 2.01537e-06
threshold=0.078475000000000017 -0.0091949999999999983 -0.36241499999999999 -0.08718999999999999 0.093265000000000015 0.090615000000000015 -0.066019999999999981 -0.084369999999999987 -0.016799999999999995 -0.020934999999999999 -0.09551999999999998 0.15398500000000004 0.10803500000000001 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 12 -4 5 6 -5 11 10 -10 13 -8 -3 -9
right_child=-2 2 3 4 -6 -7 7 8 9 -11 -12 -13 -14 -15
leaf_value=0.0015574058507408326 -0.0013924721305789442 6.7231676869694795e-05 0.0018915009553835439 -0.0018398009349745077 0.0012939850449089933 -0.0021616984477903166 -0.0018984506701844404 0.00061967468012478068 6.0594731410324433e-05 0.0041723337251503654 -0.0019189038514985002 0.00050645228385337029 -0.0018583810884477733 0.00026804714870174947
leaf_weight=0.0010505636286813188 0.0010441565801362343 0.001221813372218908 0.0010829985956740682 0.0010838987525412271 0.0017529055656162482 0.001216654630642273 0.0012538121401768441 0.0010046916544025081 0.0010724883007973141 0.0011841080846345907 0.0010157941993442637 0.0012426332271617824 0.0012295607648090956 0.0010043919877925078
leaf_count=158 148 130 193 117 223 477 418 122 308 126 438 31 153 79
internal_value=0 8.05872e-05 -2.03836e-05 0.000146321 -1.34266e-05 -0.000240819 2.29019e-05 0.00028248 0.000747533 0.00221816 -0.000349569 -0.000701384 -0.000898618 0.000443887
internal_weight=0 0.0164163 0.0153658 0.0129144 0.0118314 0.0100785 0.00886182 0.00777792 0.00528147 0.0022566 0.00302488 0.00249645 0.00245137 0.00200908
internal_count=3121 2973 2815 2532 2339 2116 1639 1522 1073 434 639 449 283 201
is_linear=0
shrinkage=0.00555105


Tree=1632
num_leaves=28
num_cat=0
split_feature=1213 1456 38 3 12 453 376 1374 0 1 475 474 150 42 42 133 49 52 49 43 133 15 15 0 13 4 15
split_gain=0.00056448 0.000404542 0.000379511 0.000606143 0.000470463 0.000574815 0.000416553 0.000357135 0.000461575 0.000323736 0.000300192 0.000546363 0.000247784 0.000273113 0.000644904 0.000633064 0.000564059 0.00047376 0.000479299 0.000439337 0.000400505 0.000262699 0.000420109 0.000207177 0.000326482 0.000198619 0.000127597
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 0.099940000000000015 0.30112000000000005 -0.07415999999999999 1.0000000180025095e-35 0.11430500000000002 -0.094929999999999987 -0.23091999999999999 0.099195000000000019 -1.0000000180025095e-35 0.085295000000000024 0.08882000000000001 0.092145000000000019 0.08623500000000002 0.0033250000000000003 -0.088694999999999982 -0.049749999999999996 0.10490500000000001 -0.074359999999999996 0.097125000000000003 0.084050000000000014 -0.10324499999999999 -0.10151999999999999 -0.081029999999999977 -0.0035949999999999997 0.090455000000000021
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 9 6 7 -6 -9 -3 11 -10 13 14 16 19 -12 25 20 -15 21 22 -19 -24 -25 -18 -16
right_child=1 2 -4 -5 5 -7 -8 8 10 -11 12 -13 -14 15 26 -17 17 18 -20 -21 -22 -23 23 24 -26 -27 -28
leaf_value=-0.00089982495184172102 -0.00085158771361267796 0.0001932503595086916 -0.00083128230320934557 0.0011749333013433222 -0.00062590398321081032 -0.0010280568020828514 -0.00083815181885454274 0.00094617617980700844 -0.0012359744754928642 0.0012850914122391069 -0.00073413628465678852 0.00027035547951356406 -0.00039173279177047698 0.00072130792727461486 0.00056439996911643797 -0.0011680256245300326 0.00033606197397714949 -0.00067851785157320627 0.0010145820907733864 -0.00043237427926036057 0.00073764553993629239 -0.00081608106324406013 0.00073259075158301206 0.00051301461407250216 -0.00061405905297849781 0.0011841721989318498 0.0012170513001625051
leaf_weight=0.0014740232486035723 0.0010885456277806562 0.0013242756340474662 0.0010007855660987266 0.0010376134728954369 0.001469514196578813 0.0011317299053108512 0.0011171240767304793 0.0013357571816783242 0.0010017724386120743 0.001020652412801859 0.0014493513348673446 0.0010434264771123081 0.0018398407769464878 0.0014857304249193959 0.001158854123463394 0.0010088503691729755 0.0010529408075451441 0.001574220552124187 0.0010012941461636782 0.0013258257889494631 0.0011265021194075686 0.0012086432406059056 0.0011576135661144271 0.0011328513277498158 0.0010521955091576107 0.0013219193516612023 0.0014087351307150442
leaf_count=491 258 60 44 120 49 58 17 50 178 180 38 173 99 54 137 188 143 76 39 86 109 191 18 42 110 55 58
internal_value=0 2.17342e-05 5.16401e-05 8.03409e-05 4.21634e-05 -1.14288e-05 3.23633e-05 7.10213e-05 0.000114259 0.000668485 6.45403e-05 -0.00046747 0.000118126 0.000168926 0.000259421 -0.000177978 0.000118459 0.000234727 6.97274e-05 0.000177274 -6.07295e-05 -0.000207553 -5.79678e-05 0.000234279 -2.97206e-05 0.000808146 0.000922484
internal_weight=0 0.0328766 0.031788 0.0307872 0.0297496 0.0274047 0.026273 0.0251558 0.0236863 0.00234493 0.0223506 0.0020452 0.0203054 0.0184655 0.0146451 0.00382041 0.0120775 0.0106282 0.00825332 0.00281156 0.00725203 0.00612552 0.00491688 0.00334266 0.00218505 0.00237486 0.00256759
internal_count=3121 2630 2372 2328 2208 1968 1910 1893 1844 240 1794 351 1443 1344 1016 328 821 783 585 140 546 437 246 170 152 198 195
is_linear=0
shrinkage=0.00145689


Tree=1633
num_leaves=13
num_cat=0
split_feature=133 3 48 50 2 15 52 13 42 15 1 3
split_gain=7.36828e-05 0.000114594 0.000145978 0.000134702 0.000171288 0.000101034 0.000112529 0.000123694 0.000108347 0.000237426 0.000122278 0.000143163
threshold=0.10622000000000002 0.16158000000000003 0.11951500000000001 0.079410000000000008 0.11548000000000001 -0.11713499999999999 -0.088204999999999992 -0.0087749999999999981 0.09112000000000002 0.079055000000000014 0.094465000000000007 0.0051600000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 -1 7 -7 9 10 11 -8
right_child=-2 -3 -4 -5 -6 6 8 -9 -10 -11 -12 -13
leaf_value=-0.0012091398958603799 -0.0012291318576823464 0.001601783538450541 -0.0018373847002607848 -0.0014251446207615276 0.0022095962680129255 0.00045805351401878065 -0.00074725879309950848 -0.0019918615669292251 0.0019014870207712557 -0.0019921795276207402 0.0019846448758552519 0.0013296791738933455
leaf_weight=0.0014376204363168591 0.0012528957894639417 0.0012611153367353403 0.0011421977336691933 0.0014082875337338855 0.001144970262166819 0.0011427798693432606 0.0019442920716635694 0.001113170980955357 0.0013869345218435747 0.0010430460933962896 0.0015298245929513399 0.0017039305707626795
leaf_count=220 435 149 77 452 228 192 283 224 183 488 135 55
internal_value=0 8.73669e-05 -3.99817e-05 0.000108197 0.000281689 8.63719e-05 0.000275186 -0.000750827 0.000579421 0.000284679 0.000743321 0.000222791
internal_weight=0 0.0162582 0.0149971 0.0138549 0.0124466 0.0113016 0.00986398 0.00225595 0.00760803 0.00622109 0.00517805 0.00364822
internal_count=3121 2686 2537 2460 2008 1780 1560 416 1144 961 473 338
is_linear=0
shrinkage=0.00523088


Tree=1634
num_leaves=23
num_cat=0
split_feature=1213 1374 1447 453 0 128 4 158 48 15 4 15 13 2 52 52 1 16 49 13 42 52
split_gain=0.000394542 0.000246777 0.000269255 0.000287482 0.000332079 0.000271475 0.000271292 0.00029005 0.000281763 0.000341077 0.000398055 0.000310924 0.000345449 0.000292867 0.000269824 0.000258067 0.000574239 0.000389298 0.000586272 0.00031405 0.000119267 6.20139e-05
threshold=-1.0000000180025095e-35 -0.094929999999999987 -1.0000000180025095e-35 1.0000000180025095e-35 -0.23091999999999999 0.086435000000000012 0.40473500000000007 0.07968500000000002 -0.084964999999999985 -0.10469999999999999 -0.51843499999999987 -0.094549999999999981 -0.39067499999999994 1.0000000180025095e-35 0.15116000000000002 -0.24164999999999998 0.103565 0.0065250000000000004 -0.073374999999999982 -0.0034749999999999994 0.084050000000000014 -0.42635499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 -4 6 7 8 -6 13 -11 -12 -13 -10 15 21 17 18 -17 20 -20 -14
right_child=1 2 3 -5 5 -7 -8 -9 9 10 11 12 14 -15 -16 16 -18 -19 19 -21 -22 -23
leaf_value=-0.00085738329650819113 -0.00061838885971730526 -0.00062465109701734321 0.00088916399914630985 -0.0006036091351493603 -0.00060396592323665719 -0.00064476536183702806 0.00069025497956772138 -0.00068807744773864525 -0.00085004889210637115 -0.00056317439662655186 0.0009462254443007201 0.00097633361681439157 3.1723824752237379e-05 0.00022248895450786358 -0.00046651758938791435 -0.0010581016905023282 0.0011616569166046976 0.00084254155515172281 0.0009050207889468166 -0.00038370427732413003 0.00024103362130191921 -0.00048814777252598028
leaf_weight=0.0011716708759623154 0.0012621336890319404 0.0012282035319262771 0.0011928940348786511 0.0012589890281300411 0.001130460771477936 0.001073246587885073 0.0017021398471977469 0.0010499856086256107 0.0012671878714982559 0.0012415771617675297 0.0015331499928756742 0.0012516088845657631 0.0010004565624344153 0.0010105680215790613 0.001362759330283291 0.0010006542180966997 0.0015833678355914316 0.0014036070047934723 0.0010783847202901998 0.0012357469320956474 0.0013393321498222921 0.0010266866493089362
leaf_count=491 55 255 62 78 53 140 238 199 35 35 68 55 216 122 212 72 85 74 169 130 237 40
internal_value=0 2.32969e-05 5.44814e-05 8.81927e-05 0.000125281 8.44018e-05 0.000121285 7.16596e-05 0.00011486 0.000161736 0.000242808 0.000315239 0.000236477 -0.000374198 0.000152531 0.000239787 0.000364837 0.000156565 -5.03147e-05 0.00022571 0.000537195 -0.000231575
internal_weight=0 0.0272331 0.025971 0.0247428 0.0234838 0.0222909 0.0212177 0.0195155 0.0184655 0.0173351 0.0150573 0.0138158 0.0122826 0.00227776 0.011031 0.00966824 0.00764109 0.00605773 0.00465412 0.00365346 0.00241772 0.00202714
internal_count=3121 2630 2575 2320 2242 2180 2040 1802 1603 1550 1393 1358 1290 157 1235 1023 767 682 608 536 406 256
is_linear=0
shrinkage=0.00148603


Tree=1635
num_leaves=13
num_cat=0
split_feature=1 4 4 13 15 13 13 457 43 4 43 0
split_gain=7.43947e-05 0.000156034 0.00026162 0.000206152 0.000179309 0.000125041 0.000120433 0.000143094 0.000183977 0.000215677 0.000175097 0.000169352
threshold=0.08844500000000001 -0.15764999999999998 -0.49405499999999997 -0.084154999999999994 -0.0063699999999999989 -0.010094999999999998 -0.094514999999999988 0.045365000000000009 -0.052894999999999991 0.053180000000000012 -0.24021999999999996 -0.10474999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -3 -5 -6 -2 8 10 -10 -8 -11
right_child=6 3 -4 4 5 -7 7 -9 9 11 -12 -13
leaf_value=-0.001054680767240627 0.0014963546024691955 -0.002774304391106167 0.0024115082696407547 -0.0019421268311959469 0.0019598687597822931 -0.00068473276831190711 -0.0010174585183980523 0.001541080400114475 -0.0026759079115242085 -0.001378188211998205 0.0018181457202716194 0.0014872875600008579
leaf_weight=0.0013110693145081953 0.0019846284804207201 0.0013902432440572035 0.0012693418349281052 0.001220496155162217 0.0010910388504391513 0.0010288643130597795 0.0010337264263575729 0.001470457214895679 0.0015381709028218496 0.0013472176272268932 0.0017149792875699671 0.0011176328169154592
leaf_count=75 208 572 60 512 332 343 41 141 306 67 376 88
internal_value=0 -0.000426102 0.000650388 -0.00101329 -0.000280374 0.00067635 0.000293101 2.6659e-06 -0.000332385 -0.00107681 0.000751739 -7.89006e-05
internal_weight=0 0.00731105 0.00258041 0.00473064 0.0033404 0.0021199 0.0102068 0.00822218 0.00675173 0.00400302 0.00274871 0.00246485
internal_count=3121 1894 135 1759 1187 675 1227 1019 878 461 417 155
is_linear=0
shrinkage=0.0054422


Tree=1636
num_leaves=13
num_cat=0
split_feature=41 133 0 12 474 160 52 0 42 151 15 0
split_gain=6.90531e-05 7.58536e-05 0.000126035 0.000102628 9.99639e-05 0.000145831 0.000223079 0.000245044 0.000280724 0.000120425 8.84599e-05 0.000113752
threshold=0.078475000000000017 0.10722500000000001 -0.019414999999999998 0.051320000000000005 0.084660000000000027 -1.0000000180025095e-35 0.083680000000000018 -0.10011499999999998 0.08623500000000002 -0.0083949999999999979 -0.10324499999999999 -0.12333499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -4 5 -1 7 9 -9 -7 -11 -12
right_child=-2 -3 3 -5 -6 6 -8 8 -10 10 11 -13
leaf_value=-0.0012058342847695524 -0.0010521938216427199 -0.00098906009534653161 0.0019224754058214813 0.00030242214661228183 0.001173252930443195 -0.00082001627497330337 0.0014144200195352864 -0.0028403717754792264 7.8037891154010325e-05 -0.00026518787780282062 0.00029039556569672719 0.0020960778514677999
leaf_weight=0.001964679261114031 0.0010473723806918569 0.0011303613489434044 0.0011242761436003309 0.0018002587458032515 0.0010829253430296734 0.001352581198576619 0.00173733456199196 0.0011732663838793225 0.0011602254273440082 0.0012586542562711966 0.001372407872094028 0.0011225280924609402
leaf_count=574 148 416 156 149 265 114 433 369 276 89 91 41
internal_value=0 6.22367e-05 0.00014068 0.000925218 -4.7008e-05 -0.000165612 5.70861e-05 -0.000259883 -0.00138932 0.000256264 0.000644095 0.00110281
internal_weight=0 0.0162795 0.0151491 0.00292453 0.0122246 0.0111417 0.009177 0.00743966 0.00233349 0.00510617 0.00375359 0.00249494
internal_count=3121 2973 2557 305 2252 1987 1413 980 645 335 221 132
is_linear=0
shrinkage=0.004207


Tree=1637
num_leaves=24
num_cat=0
split_feature=1213 1456 128 1374 51 453 4 15 16 15 1375 12 52 484 133 52 12 1 12 52 15 47 1
split_gain=0.000512062 0.000495508 0.000346246 0.000347923 0.000315925 0.000475773 0.000412698 0.000451832 0.000650133 0.000393009 0.000376829 0.000297316 0.000297207 0.000297018 0.000342893 0.000377504 0.000442702 0.000320061 0.000249153 0.000236267 0.000213358 0.000209808 0.000185234
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 0.086435000000000012 -0.094929999999999987 0.078435000000000019 1.0000000180025095e-35 0.27834500000000006 0.088235000000000022 -0.084119999999999986 0.091915000000000011 -1.0000000180025095e-35 0.080890000000000017 0.077655000000000016 0.08660000000000001 0.098785000000000012 0.083680000000000018 0.091475000000000015 0.092390000000000014 0.051320000000000005 -0.081429999999999989 0.15614500000000003 0.092710000000000015 0.111945
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 5 6 7 8 11 -9 -6 -5 19 14 15 17 -17 -10 21 -12 -11 -19 -8
right_child=1 2 -4 4 10 -7 22 9 13 20 12 -13 -14 -15 -16 16 -18 18 -20 -21 -22 -23 -24
leaf_value=-0.00097219006134174044 -0.0010054184066253535 -0.00064511570750581829 -0.00076268408730039111 -0.00017666231903118259 0.0013619149342239927 -0.00098534605960054716 0.00031585840907739216 0.0010436337391965223 -0.00068352425275885651 -0.00049442034659466147 0.00047678650677236933 -0.0011460714053339357 0.00082098687563689752 0.00076557584808198778 -0.00073761534819431545 0.0010817689713897027 -0.00024427181367778781 0.00089793952069312235 -0.00052275712262645174 -0.0005446119501739898 0.00047123898793903013 -2.1735441706270553e-05 0.0011602531868624936
leaf_weight=0.001356601017246383 0.001136818812814396 0.0014916519816097198 0.0012214427791941143 0.0014546648324831263 0.0010735721756294225 0.0010516232639365955 0.00143723667246931 0.0018942104349370928 0.001823431857979653 0.0010193908903510795 0.0010832632376536755 0.0018720084623127797 0.0016081327760300024 0.0014559393586397471 0.001440802906962608 0.0017670728828935722 0.0010317506502373064 0.0012124268512923031 0.0010366665524887964 0.0012763928254005954 0.0014119725969976571 0.0013637184857691054 0.0012627641081066621
leaf_count=491 258 55 135 51 14 66 67 104 362 212 90 223 119 95 110 57 22 89 101 118 38 17 227
internal_value=0 3.71564e-05 7.62853e-05 0.000111538 0.000152466 7.10357e-05 0.000122745 3.82219e-05 -9.82308e-05 0.000494323 0.000516471 -0.000722175 0.000287718 8.8231e-05 -1.36898e-05 0.000112968 0.000592941 -0.000134144 0.000143135 -7.57117e-05 6.63697e-05 0.000411097 0.000710774
internal_weight=0 0.031427 0.0302901 0.0290687 0.027577 0.0225357 0.0214841 0.0187841 0.0144585 0.00432557 0.00504136 0.00332667 0.00396779 0.0111318 0.00967587 0.00823507 0.00279882 0.00543624 0.00361281 0.00235966 0.00243136 0.00257615 0.0027
internal_count=3121 2630 2372 2237 2182 1841 1775 1481 1127 354 341 274 327 853 758 648 79 569 207 208 250 106 294
is_linear=0
shrinkage=0.00160853


Tree=1638
num_leaves=13
num_cat=0
split_feature=4 16 2 4 484 52 1 16 4 1 15 3
split_gain=7.84135e-05 8.87422e-05 0.000131116 0.000174135 0.000103116 0.00012676 0.0001308 0.000106229 0.000141726 7.31911e-05 6.16033e-05 5.90105e-05
threshold=0.27287000000000006 -0.36241499999999999 0.10912000000000001 -0.49405499999999997 0.085515000000000022 0.077655000000000016 0.086105000000000015 -0.056919999999999991 0.053180000000000012 0.111945 -0.016799999999999995 -0.077774999999999983
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 5 6 -5 8 -8 -2 -4 -7
right_child=9 2 10 4 -6 11 7 -9 -10 -11 -12 -13
leaf_value=-0.0013501912831017904 1.5401271436093309e-05 -0.002442224244502569 0.00014196671183644785 -0.0021388392889405026 0.0016168535235941243 8.7921459992937879e-05 -0.00051619806336787057 -0.0012371796696781169 0.0020537864097742776 0.0020106259856810154 0.001913518232262975 0.0019340306027015254
leaf_weight=0.0017647048549547786 0.0012563777071390439 0.0010693097523302173 0.0011053129890643276 0.0014611378589416239 0.0010775664467705401 0.0012428281981429756 0.0017757342052930891 0.001922055391992028 0.0011229601210729356 0.0011103157429153791 0.0014611641580020143 0.0010031213601402467
leaf_count=139 95 134 214 611 227 519 242 280 39 257 165 199
internal_value=0 -0.000157476 1.48146e-06 -0.000274786 -3.3499e-05 -0.000242035 -0.0006548 -0.000204997 0.000479419 0.000951445 0.00115056 0.00091246
internal_weight=0 0.0150059 0.0132412 0.0106747 0.0096054 0.00852784 0.00628189 0.00482075 0.00289869 0.00236669 0.00256648 0.00224595
internal_count=3121 2769 2630 2251 2117 1890 1172 561 281 352 379 718
is_linear=0
shrinkage=0.00566207


Tree=1639
num_leaves=26
num_cat=0
split_feature=1213 1456 128 133 133 1374 51 130 43 40 43 133 15 4 484 151 160 151 4 47 3 42 15 2 1
split_gain=0.000488002 0.000471682 0.000299001 0.000313967 0.000458453 0.000280321 0.000420742 0.000328891 0.000548002 0.00030992 0.000415951 0.000387977 0.000333559 0.000292052 0.000293725 0.000273432 0.000239277 0.000243396 0.000534493 0.000222235 0.000218807 0.000181578 0.000180341 0.000106101 7.53694e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 0.086435000000000012 -0.24227499999999996 -0.085499999999999979 -0.094929999999999987 0.078435000000000019 -1.0000000180025095e-35 -0.14968999999999996 -0.012109999999999998 -0.088909999999999989 0.083950000000000011 0.040760000000000005 -0.059649999999999988 0.08660000000000001 -0.016164999999999995 -1.0000000180025095e-35 -0.00099499999999999979 0.24564500000000003 0.094160000000000008 -1.0000000180025095e-35 0.081660000000000024 -1.0000000180025095e-35 0.11362000000000001 0.087325000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 24 -6 7 -7 22 -10 -11 13 -13 20 16 -8 -15 -18 19 -19 -12 23 -9 -17 -5
right_child=1 2 -4 4 5 6 15 8 9 10 11 12 -14 14 -16 21 17 18 -20 -21 -22 -23 -24 -25 -26
leaf_value=-0.00083193439618878923 -0.00088143830386894619 -0.00066492763024949446 -0.00064969782021563421 0.00048817745195808485 -0.00059752836919252231 -0.00067575682327547298 0.0010981863932305572 0.00029250380388019982 0.00050539914893268608 -0.00098975299794875054 -0.00018995991148075948 -0.00016994029483254181 0.00088287575733754888 -0.00078970793345511264 0.00062830686960710521 -0.00016967345563568217 -0.00062038983285109153 -0.0005693589779542194 0.00084414286732826898 0.00026313360468407042 -0.0010899285404049265 0.00078255235960056574 0.0010483084010568392 0.00041543518071815043 0.0010242233478213484
leaf_weight=0.0013684036228990828 0.0010873320373515896 0.0010447843092183376 0.0011226871326981405 0.0010439525930803209 0.0011950817044681364 0.0013002226842280104 0.001068108252345823 0.0012606816753475414 0.0017383631533546282 0.0010045193880067168 0.0010641792971197717 0.0010069758618631722 0.0014253689602503616 0.0010050163463507528 0.0010758998118483021 0.0014054772455942546 0.0011140829204049916 0.0016101252506581882 0.0013302684692764188 0.0010316872567983637 0.0010548133319447876 0.0010316630810193184 0.0012163277485024394 0.0010706585773014865 0.0010138240961052869
leaf_count=491 258 125 135 115 55 139 56 55 173 144 139 239 168 132 43 93 72 78 63 32 65 116 41 42 52
internal_value=0 2.35956e-05 5.84488e-05 8.77726e-05 0.000117941 6.35742e-05 9.82045e-05 2.95265e-06 5.50519e-05 -4.91902e-05 -0.000124965 -5.08341e-05 0.000447016 -0.000181238 -4.62072e-05 0.000477857 -0.000165348 -4.1976e-05 0.000120257 -0.000244252 -0.000637955 0.00028897 0.000663639 8.33222e-05 0.000752276
internal_weight=0 0.0293221 0.0282348 0.0271121 0.0260673 0.0240095 0.0228144 0.0182385 0.0169383 0.0144613 0.0127229 0.0117184 0.00243234 0.00928607 0.00716708 0.00457591 0.00609118 0.00508616 0.00397208 0.00264181 0.00211899 0.0035078 0.00247701 0.00247614 0.00205778
internal_count=3121 2630 2372 2237 2112 1945 1890 1583 1444 1348 1175 1031 407 624 420 307 377 245 173 110 204 251 96 135 167
is_linear=0
shrinkage=0.00140032


Tree=1640
num_leaves=13
num_cat=0
split_feature=1 376 48 457 4 12 49 42 0 2 43 4
split_gain=7.20278e-05 0.000112523 0.000143055 0.000136262 0.000135376 0.000146541 0.00019255 0.000166347 0.000139927 0.000110277 9.55258e-05 0.000154026
threshold=0.14000500000000002 0.048375000000000008 0.12230500000000001 0.080930000000000016 0.27834500000000006 -0.015429999999999998 -0.014169999999999999 0.091545000000000015 -0.083914999999999976 0.097220000000000015 -0.0030899999999999994 0.053180000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 -1 -7 8 10 -10 -8 -12
right_child=-2 -3 -4 -5 -6 6 7 -9 9 -11 11 -13
leaf_value=-0.0026909606105661281 0.0014537136547390804 0.0018352034892994157 -0.002473181429897948 0.0014912034407054537 0.0012338400411929427 -0.0021961440244779151 0.0029522066889431874 -0.0017309345935102552 -0.0013289271403829305 0.0011256655478916126 -0.00098183493641690366 0.0022307259566620168
leaf_weight=0.0011069582044469515 0.0011820172309708289 0.0010419335225301382 0.0010118737330386826 0.001793070336993303 0.0018078193376938759 0.0017109028572438473 0.0010189453236522095 0.0015376746297161709 0.0019010849368432774 0.0010769891564912509 0.0010774117463335942 0.0011686405958216683
leaf_count=111 124 149 76 197 173 187 525 477 572 259 216 55
internal_value=0 -0.000113247 -0.00024671 -8.8049e-05 -0.000316294 -0.000580703 -0.000334596 7.47391e-05 0.000519478 -0.00044125 0.00139578 0.000689688
internal_weight=0 0.0162533 0.0152114 0.0141995 0.0124064 0.0105986 0.00949165 0.00778075 0.00624307 0.00297807 0.003265 0.00224605
internal_count=3121 2997 2848 2772 2575 2402 2291 2104 1627 831 796 271
is_linear=0
shrinkage=0.0061288


Tree=1641
num_leaves=14
num_cat=0
split_feature=1 15 159 14 4 2 151 12 13 133 3 15 1
split_gain=6.8582e-05 0.00014784 9.94374e-05 0.000103239 0.000176093 0.000143085 0.000287078 0.000236612 6.76475e-05 0.000155746 8.61084e-05 6.46131e-05 0.000140378
threshold=0.077565000000000009 -1.0000000180025095e-35 0.076905000000000015 -1.0000000180025095e-35 -0.084369999999999987 0.089775000000000008 -0.0083949999999999979 0.10097500000000002 -0.016469999999999995 0.083950000000000011 -0.10217499999999997 -0.016799999999999995 0.102705
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -2 -5 7 -7 11 9 -3 -10 12 -6
right_child=2 8 -4 4 5 6 -8 -9 10 -11 -12 -13 -14
leaf_value=-0.0024368163329751948 -0.0015830869290432822 -0.0022394779856865742 0.0016244844538661832 -0.0018775345469526331 -0.00015038353555661926 -0.00031207324871991576 0.0029000119641610922 0.0021763226838159805 -0.00044927173818555722 0.00052459523827796289 0.0018049263430863383 0.00033091557654583715 -0.0028073170940674983
leaf_weight=0.0010062014864948557 0.0010708950061642528 0.0011255136549804248 0.0014013316237226634 0.0010704877460674398 0.0014288825424109723 0.0016305172716829519 0.0018081960447037457 0.0010691371955648954 0.0010700994361623195 0.0014215065923756653 0.0010197884250041271 0.0010875098898036313 0.0010728255658773202
leaf_count=783 96 275 299 205 143 129 141 77 75 188 315 278 117
internal_value=0 -0.000508035 0.000237652 4.78365e-05 0.00023835 0.000518085 0.00137695 -0.000115917 -8.94928e-05 -0.000696833 0.000650694 -0.000798717 -0.00128978
internal_weight=0 0.00564311 0.0116398 0.0102385 0.00916756 0.00809707 0.00343871 0.00465836 0.00463691 0.00254702 0.00208989 0.00358922 0.00250171
internal_count=3121 1636 1485 1186 1090 885 270 615 853 463 390 538 260
is_linear=0
shrinkage=0.00555105


Tree=1642
num_leaves=14
num_cat=0
split_feature=1 14 1 131 42 484 457 42 133 2 4 2 2
split_gain=6.84597e-05 0.000103729 0.00010461 0.000107994 0.000100502 8.29488e-05 0.000115611 0.00011283 9.88326e-05 0.000136764 0.000226097 0.000110051 2.2883e-05
threshold=0.14000500000000002 -1.0000000180025095e-35 0.12408500000000001 0.08844500000000001 0.10256000000000001 0.085515000000000022 0.045365000000000009 0.08623500000000002 0.083950000000000011 0.091545000000000015 0.053180000000000012 0.10731 0.092755000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 6 7 8 9 10 -3 -11 -8
right_child=-2 2 -4 -5 -6 -7 12 -9 -10 11 -12 -13 -14
leaf_value=-0.0015521056487903279 0.0012964763014502265 -0.0035440649153401999 0.0017380777400380814 -0.0017539502926886674 -0.0016202447506997383 0.0015308166530915959 0.0018163347594517857 0.00093520413181821241 0.00094146563592828675 0.00093081229424464974 -6.0472767081246673e-05 -0.0012407059352216761 0.00063655341576569476
leaf_weight=0.0013842109862051968 0.0011605135358497476 0.0012458941072865382 0.0010360062227470117 0.0011064475489945278 0.0010125486090547401 0.001288978482818782 0.0010047290446223581 0.0018689884629608799 0.0010405823992052018 0.0014782374758877531 0.0010647201924993688 0.0014004510444149409 0.001021788715895422
leaf_count=122 124 467 128 382 268 252 112 497 253 203 48 175 90
internal_value=0 -9.99412e-05 3.80265e-05 -9.21159e-05 5.58478e-05 0.000204531 3.56928e-05 -0.000261017 -0.000619888 -0.000932977 -0.00193884 -0.000125608 0.00122148
internal_weight=0 0.0159536 0.0145694 0.0135334 0.0124269 0.0114144 0.0101254 0.00809887 0.00622989 0.0051893 0.00231061 0.00287869 0.00202652
internal_count=3121 2997 2875 2747 2365 2097 1845 1643 1146 893 515 378 202
is_linear=0
shrinkage=0.00555105


Tree=1643
num_leaves=24
num_cat=0
split_feature=14 1213 1456 1374 376 376 128 42 133 43 47 43 16 47 4 13 0 150 52 16 16 13 1
split_gain=0.000570269 0.000457205 0.000456169 0.000408898 0.000322861 0.000525619 0.000310529 0.000372396 0.000312054 0.000351771 0.000338712 0.000425042 0.000892775 0.000410384 0.000346841 0.000290216 0.000364307 0.000271736 0.000346314 0.000238294 0.000284196 0.000213271 0.000173273
threshold=0.076175000000000007 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.094929999999999987 0.11430500000000002 0.048375000000000008 0.086435000000000012 -0.091214999999999977 0.091410000000000005 -0.089694999999999983 0.087235000000000021 -0.15582499999999996 0.22339500000000004 0.09550500000000002 0.053925000000000008 -0.099939999999999987 -0.23091999999999999 0.086845000000000019 0.090245000000000006 -0.082404999999999992 0.013515000000000001 -0.041739999999999992 0.077565000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 5 6 7 -5 10 -10 11 -9 15 -12 -15 -13 -17 18 19 22 -21 -16 -18
right_child=-2 2 3 4 -6 -7 -8 8 9 -11 13 12 -14 14 21 16 17 -19 -20 20 -22 -23 -24
leaf_value=-0.00072001152229679544 -0.0009056416298615093 -0.00076897200756408481 -0.00060341473389863504 0.00077062346454172834 -0.00055729216829519107 0.00096383469003348023 -0.00053322788116664794 0.00087252603791246862 -0.00082774611036202646 0.00010543236523564875 -0.00070966155127436274 0.0007269162786219445 -0.00075977297473857612 0.00063818511733602424 0.00014539806415106644 0.00086154550581809511 0.00028238245499210581 -0.00041790824780355403 -0.00037829040172403597 -0.00038864426308816134 0.00052012138023932778 -0.00058293425851492595 0.00090261131457592075
leaf_weight=0.0012408840457621131 0.0010698516628364621 0.0010105840267222296 0.0012823169165301343 0.0013462779802544391 0.0010560640825901793 0.0011547918716822278 0.0011237996448486545 0.0015281274292888716 0.0011347713588920616 0.0013891567620997183 0.0013482233999404505 0.0019925935584507682 0.0013924715858616146 0.0012096257452476333 0.0014293433336174388 0.0011191901639193641 0.0013735748287513833 0.0012913844799234964 0.0012383333776633254 0.001116036853185072 0.0010168421422648843 0.0011000166226597941 0.0014127030581516237
leaf_count=477 101 241 53 118 26 132 129 58 93 310 59 155 175 99 43 40 129 120 172 212 69 42 68
internal_value=0 1.86091e-05 5.12655e-05 8.19031e-05 0.000116 0.000144767 0.000104625 0.00013657 9.61003e-05 -0.00031413 0.000151861 0.000255025 0.000176081 -0.000121527 9.05464e-05 0.000299478 0.000200073 0.000100687 0.00020945 0.000357406 4.46064e-05 -0.000171353 0.000596852
internal_weight=0 0.0293071 0.0280662 0.0270556 0.0257733 0.0247173 0.0235625 0.0224387 0.0210924 0.00252393 0.0185685 0.0134813 0.0119531 0.00508721 0.00373899 0.0105607 0.00856806 0.00744887 0.00615749 0.00491916 0.00213288 0.00252936 0.00278628
internal_count=3121 3020 2543 2302 2249 2223 2091 1962 1844 403 1441 1198 1140 243 184 965 810 770 650 478 281 85 197
is_linear=0
shrinkage=0.00124344


Tree=1644
num_leaves=13
num_cat=0
split_feature=11 3 16 1 12 0 52 4 48 52 16 0
split_gain=6.4289e-05 0.000111946 0.000107193 0.000155266 0.000165838 0.000149346 0.000140869 0.000118989 0.000152736 9.28117e-05 6.36837e-05 3.21136e-06
threshold=0.081790000000000015 -0.12018999999999998 -0.27167499999999994 0.094385000000000011 -1.0000000180025095e-35 -0.087319999999999995 -1.0000000180025095e-35 -0.076229999999999978 0.083985000000000018 0.090245000000000006 -0.51370499999999997 0.056435000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 11 10 7 -5 6 -6 9 -9 -4 -3 -1
right_child=-2 2 3 4 5 -7 -8 8 -10 -11 -12 -13
leaf_value=0.001284557920616931 -0.0010287105851008499 -0.00024940919371080545 0.0010660669854827716 0.0020840145119735143 -0.00018019186870170731 -0.0010058776942282683 0.0021201080164126194 -0.0019051864145010261 4.8413384384852126e-05 -0.00061096303087386701 -0.0017330273523257021 0.0009130335962013969
leaf_weight=0.0010056069274337861 0.0012291925713092669 0.0013337349099657447 0.0016179344786650075 0.0013982756631115839 0.0011915220987734898 0.0013759125394006144 0.001108926146473177 0.0017644118776108499 0.0016907914756001119 0.0012715177365467123 0.001173362715982027 0.0010022023153421905
leaf_count=127 175 116 589 204 70 236 46 841 263 193 208 53
internal_value=0 7.37631e-05 -7.40643e-05 0.000116878 0.000722489 0.000204643 0.000928663 -0.000367506 -0.000949199 0.000328082 -0.000943767 0.00109911
internal_weight=0 0.0159342 0.0139264 0.0114193 0.00507464 0.00367636 0.00230045 0.00634466 0.0034552 0.00288945 0.0025071 0.00200781
internal_count=3121 2946 2766 2442 556 352 116 1886 1104 782 324 180
is_linear=0
shrinkage=0.00464487


Tree=1645
num_leaves=25
num_cat=0
split_feature=14 1213 1374 128 44 124 40 48 0 4 484 4 3 13 42 49 16 12 16 1 3 16 1 403
split_gain=0.000619183 0.00057478 0.000483694 0.000454094 0.000399115 0.000511151 0.000390454 0.000483596 0.000457415 0.000326964 0.000319172 0.000285262 0.00054269 0.000338555 0.000402113 0.000288483 0.000663336 0.000221219 0.000372753 0.000604764 0.000159192 0.000200997 0.000122847 0.000112389
threshold=0.076175000000000007 -1.0000000180025095e-35 -0.094929999999999987 0.086435000000000012 1.0000000180025095e-35 -0.043384999999999993 -0.067184999999999981 0.11951500000000001 -0.17169499999999996 0.0061450000000000003 -1.0000000180025095e-35 -0.49405499999999997 -0.16186999999999999 -0.094514999999999988 -0.085499999999999979 -0.22491999999999998 -0.18708499999999997 0.092355000000000007 -0.056919999999999991 0.083835000000000007 -0.078934999999999991 0.15891500000000003 0.092390000000000014 0.03138500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 -4 -7 8 9 -8 -10 -12 -13 20 23 -16 -17 18 22 -20 -14 -22 -18 -15
right_child=-2 2 3 -5 -6 6 7 -9 10 -11 11 12 13 14 15 16 17 -19 19 -21 21 -23 -24 -25
leaf_value=-0.00079589034994371544 -0.00095194216288230248 -0.00068599295877794014 0.00084376636129703734 -0.00067278792177970161 -0.0006056911492074603 -0.00049479972502941322 0.00015988004937324756 -0.00056174348238274396 -0.00049140013998653822 0.0010020208612029039 -0.0003090728546922906 0.0010641793448780061 9.6101665390032292e-05 0.00022686030740501513 0.00053103724166472799 -0.0010401709552538146 0.00020215440285020899 -0.00046067911084415463 0.00053994780432186089 -0.00067666670466718759 0.00097678186483635956 0.00026327640156006179 0.00078131911583220206 0.00079690774517678705
leaf_weight=0.0012806899058170331 0.0010495489200494914 0.0013006403726745211 0.0015619636432916686 0.001157293202092651 0.0011143640765993714 0.0015458249006050076 0.0012170890503284603 0.0013806927736625943 0.0012148412459116733 0.0017204619384942887 0.0017369871652652578 0.0010996862230573294 0.0011104139544724223 0.0010196139668007245 0.0010538286869632447 0.0011319215247167433 0.0011564091584390576 0.0013039545622984816 0.0010373306673607738 0.0016156605229089571 0.001386706808709664 0.0010904901014683333 0.0011095728083887479 0.001124539607946673
leaf_count=477 101 53 224 147 60 86 30 62 401 61 107 71 47 106 16 61 219 330 165 127 103 15 17 35
internal_value=0 1.94346e-05 5.5206e-05 8.9772e-05 0.000122785 0.000154473 0.000109717 0.00015123 0.000197819 0.000653104 0.000124302 0.00016836 0.000222775 0.00015734 4.5157e-05 -7.74117e-05 -0.000164592 -5.32872e-06 0.000115379 -0.000200965 0.000487322 0.000662689 0.000485751 0.000525832
internal_weight=0 0.030471 0.0291903 0.0278896 0.0267324 0.025618 0.024056 0.0225102 0.0211295 0.00293755 0.018192 0.0169771 0.0152401 0.0141404 0.0105528 0.00840868 0.00735485 0.00622293 0.00491897 0.00265299 0.00358761 0.0024772 0.00226598 0.00214415
internal_count=3121 3020 2543 2490 2343 2283 2059 1973 1911 91 1820 1419 1312 1241 1076 935 919 858 528 292 165 118 236 141
is_linear=0
shrinkage=0.00124344


Tree=1646
num_leaves=25
num_cat=0
split_feature=14 1213 1456 1374 128 13 151 124 52 16 13 159 3 50 52 47 13 0 12 15 0 0 4 4
split_gain=0.000574986 0.000548216 0.000451529 0.000440639 0.000344695 0.000361211 0.000392874 0.00030855 0.000259403 0.000273855 0.000577536 0.000281773 0.000397234 0.000395431 0.000363968 0.000388027 0.000372359 0.000473067 0.00020665 0.000188139 0.000355455 0.000363492 0.00027914 0.000153535
threshold=0.076175000000000007 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.094929999999999987 0.086435000000000012 -0.53104499999999988 -0.24462999999999999 -0.043384999999999993 -0.40306999999999998 0.23311500000000004 0.18141000000000002 -1.0000000180025095e-35 -0.15121499999999996 0.088280000000000011 0.10160000000000001 0.096175000000000024 -0.117405 -0.22491999999999998 1.0000000180025095e-35 -0.10324499999999999 -0.10011499999999998 -0.10474999999999998 -0.076229999999999978 -0.14723499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 5 -5 -7 -8 -9 10 11 -10 -13 14 15 16 -14 -18 -11 -19 21 -21 23 -22
right_child=-2 2 3 4 -6 6 7 8 9 18 -12 12 13 -15 -16 -17 17 19 -20 20 22 -23 -24 -25
leaf_value=-0.000906809419570896 -0.0010912090218265752 -0.00089474298525601633 -0.00073635769227165958 -0.00062312071767766861 -0.00068281110477923115 -0.00068575354850926393 0.00089551712947246744 -0.0003779015666949717 -0.00039804113946885304 0.0011839373465567134 -0.00089067317243397457 0.0011726522119101697 0.00097990030921526225 0.0010016038780406454 -0.00063997570839516022 -0.00047992465426715408 0.00088298700415984088 -0.0005132897338876902 0.0003393288372660917 8.7257767160742804e-05 -0.00032758212346067813 0.0012605862939421093 -0.00078475062053599907 0.00042193287743280141
leaf_weight=0.0013373052896988305 0.0010564513163324732 0.0010420052947492783 0.0013223476890882315 0.0011912016190915821 0.0010740928042166633 0.0010260075282708661 0.0015453113561373901 0.0015482393800331463 0.0013510584838215397 0.0011228097926458949 0.0010338763224631 0.0010945558341442395 0.0016860348997406122 0.0013795176825608111 0.0011326501462616276 0.0014510315179494535 0.0018723737219801173 0.0011282636222139019 0.0014867765092230201 0.0013496604404359402 0.0010044506997104385 0.0010265123484458549 0.0010652734321746071 0.0015120872847753652
leaf_count=477 101 241 53 33 130 61 208 237 266 35 74 57 103 151 138 70 51 94 61 45 18 20 199 198
internal_value=0 2.37491e-05 6.60107e-05 0.000101256 0.000142155 0.000176225 0.000214594 0.000253423 0.000208819 0.000252709 0.00018778 0.000253162 0.000309193 0.000244494 0.000165539 0.000240968 0.000339237 0.000218663 0.000702733 4.31307e-05 0.0001485 0.000594139 -0.000147136 0.000122772
internal_weight=0 0.0307834 0.0294461 0.0284041 0.0270818 0.0260077 0.0248165 0.0237905 0.0222452 0.0206969 0.0180873 0.0170535 0.0157024 0.0146079 0.0132283 0.0120957 0.0106447 0.00895862 0.00260959 0.00708625 0.00595798 0.00237617 0.00358181 0.00251654
internal_count=3121 3020 2543 2302 2249 2119 2086 2025 1817 1580 1484 1410 1144 1087 936 798 728 625 96 574 480 65 415 216
is_linear=0
shrinkage=0.00148603


Tree=1647
num_leaves=14
num_cat=0
split_feature=12 484 15 43 133 160 42 16 16 2 4 16 51
split_gain=7.85847e-05 7.2744e-05 0.000107612 9.25819e-05 0.000130983 0.000180501 0.000269215 0.000121926 0.000168427 0.000123563 0.000175942 7.69766e-05 7.1341e-05
threshold=0.11650500000000001 -0.0068949999999999992 -0.24436499999999997 -0.074359999999999996 0.090310000000000015 -1.0000000180025095e-35 0.088060000000000013 0.22339500000000004 -0.0094449999999999968 0.088225000000000012 0.033845000000000007 -0.088394999999999987 0.081440000000000026
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 -4 -7 8 9 11 12 -5 -11
right_child=-2 2 3 7 -6 6 -8 -9 -10 10 -12 -13 -14
leaf_value=-0.00092634300478385153 -0.0011044131622486256 0.0013461234354514328 -0.00058930697737935686 -0.0017933685798425622 -0.00072200946094374684 0.00020915034881839004 0.0026635958930709262 -0.0013196065000738344 0.0013001121040314171 9.4324715329153889e-05 -0.00083910940290342687 -0.00032461578445318822 0.0015390023605683918
leaf_weight=0.0011335838587288585 0.0010020386087228736 0.0011128028240054962 0.0010919047808690269 0.0011098576942697724 0.0011698041163344941 0.0015918734445265472 0.0013506765793023234 0.0013687393088811506 0.0013272614057039996 0.0010159522827916101 0.0016796005404812187 0.0012301356554371423 0.0012423895412330133
leaf_count=477 147 217 247 235 226 259 103 197 186 183 155 365 124
internal_value=0 6.20162e-05 0.000135287 4.02525e-05 0.000469331 0.000814764 0.00133578 -0.000208583 -8.62772e-06 -0.000285317 0.000151983 -0.00102124 0.00088909
internal_weight=0 0.0164246 0.015291 0.0141782 0.00520426 0.00403445 0.00294255 0.00897394 0.0076052 0.00627794 0.00393794 0.00233999 0.00225834
internal_count=3121 2974 2497 2280 835 609 362 1445 1248 1062 462 600 307
is_linear=0
shrinkage=0.00404364


Tree=1648
num_leaves=13
num_cat=0
split_feature=42 43 16 52 0 12 12 52 0 1 2 4
split_gain=6.74291e-05 0.000104998 0.000133496 0.000137979 0.000240338 0.000174635 0.000130589 8.44053e-05 0.000126131 0.000163345 0.000187043 0.000127797
threshold=-0.11466499999999999 -0.17390999999999998 0.15891500000000003 0.19022000000000003 -0.076899999999999982 0.082480000000000012 0.097825000000000009 0.0031350000000000002 -0.10011499999999998 0.11103500000000001 0.10005000000000001 0.053180000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 7 -6 -4 8 9 10 11 -3
right_child=1 2 6 -5 5 -7 -8 -9 -10 -11 -12 -13
leaf_value=-0.0012946002239689863 0.0013322899484699737 -0.00095682099239341575 -0.0021930045417592153 -0.0016945416106482324 0.0035649402840557242 0.00054689909735645807 0.00030797421321370405 0.0011434257119765448 -0.0020120971250962342 -0.0014435306138842919 0.002555770702179543 0.0012688538067587274
leaf_weight=0.0011238514008543995 0.0017763031045039375 0.0019526925718018626 0.0015457279251884079 0.0010637821184726901 0.0010446989223482613 0.0012440550018422147 0.00103065391728209 0.0014253772878997928 0.0010883844039099822 0.0016621984028343528 0.0010548733921496023 0.0012553000150266058
leaf_count=171 144 105 319 313 216 284 107 536 643 125 102 56
internal_value=0 8.40613e-05 -7.02589e-05 0.000174951 0.000360336 0.00192448 -0.00119251 -6.38865e-05 -0.000309254 3.54345e-06 0.000567794 -8.59058e-05
internal_weight=0 0.016144 0.0143677 0.0117914 0.0107276 0.00228875 0.00257638 0.00843883 0.00701345 0.00592506 0.00426287 0.00320799
internal_count=3121 2950 2806 2380 2067 500 426 1567 1031 388 263 161
is_linear=0
shrinkage=0.0054422


Tree=1649
num_leaves=24
num_cat=0
split_feature=14 1374 128 1456 457 1 3 124 484 160 16 151 1 15 16 3 133 52 4 52 1 12 4
split_gain=0.000630435 0.000518846 0.000539514 0.000459096 0.000371927 0.000324452 0.000318204 0.000383818 0.00030225 0.000428948 0.000249235 0.000616309 0.000455936 0.00044383 0.000324209 0.000423177 0.000304095 0.000415798 0.00040287 0.000381209 0.000150587 0.000293992 0.000250743
threshold=0.076175000000000007 -0.094929999999999987 0.086435000000000012 -1.0000000180025095e-35 0.080930000000000016 0.086105000000000015 0.30112000000000005 -0.043384999999999993 0.084750000000000006 -0.081639999999999976 -0.056919999999999991 -0.0077149999999999988 0.086455000000000018 -0.055554999999999993 -0.29154999999999992 -0.082974999999999979 1.0000000180025095e-35 0.091275000000000009 0.042705000000000007 0.11434500000000002 0.122185 0.092355000000000007 0.053180000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 6 -6 7 -5 10 -10 11 -9 14 -12 -13 -16 17 18 -15 -19 21 22 -14
right_child=-2 2 -4 4 5 -7 -8 8 9 -11 13 12 20 16 15 -17 -18 19 -20 -21 -22 -23 -24
leaf_value=-0.00085293790894426784 -0.0010531392256677486 -0.00078660443591825483 -0.00083385153354395894 0.00079945593627214013 8.3045951242082243e-05 0.0010690658625359135 0.00080515567499838043 -0.00083433001057637375 0.00095058369071913094 -0.00023970673241077213 -0.00081852648147628037 0.00039448079893536194 0.00015892112284707802 -0.00068632437125014194 7.4219405904473812e-05 -0.001103733018870995 -0.00059215428093395113 0.0011016916889131448 0.00034147143705967956 -1.5255448562144487e-05 0.00093464635909420763 -0.00028023748882276657 0.00091554525547170057
leaf_weight=0.0012770724059514285 0.0011103251405266681 0.0011031045838769396 0.0012706200991529351 0.0012536217278342884 0.0011733061621836951 0.001479596979126252 0.001134537084384323 0.0012456738043431512 0.0014573691214102569 0.0010017621978772864 0.0019445748775200888 0.0013089444531315603 0.0016428707183688829 0.0017491851675671619 0.0012907198564118755 0.0011143213767780876 0.0016396160675915539 0.0011750121742597486 0.0013063351837629966 0.0012226213348265347 0.0010849533529522504 0.001089192846336573 0.001799718931863481
leaf_count=53 101 254 201 171 75 121 116 86 115 56 274 63 89 230 301 359 171 19 17 67 56 82 44
internal_value=0 2.09021e-05 5.8747e-05 9.89409e-05 0.000134968 0.000632976 8.09574e-05 4.57344e-05 2.927e-06 0.000465702 -5.50948e-05 9.08211e-05 0.000214331 -0.00022586 -0.000166334 -0.000471558 -6.33728e-05 9.56176e-05 -0.000246908 0.000532129 0.00046604 0.000353852 0.00055447
internal_weight=0 0.0307647 0.0294877 0.028217 0.0271139 0.0026529 0.024461 0.0233265 0.0220729 0.00245913 0.0196137 0.0105764 0.00933072 0.00903734 0.00371399 0.00240504 0.00709277 0.00545315 0.00305552 0.00239763 0.00561674 0.00453178 0.00344259
internal_count=3121 3020 2967 2766 2512 196 2316 2200 2029 171 1858 1080 994 778 723 660 504 333 247 86 271 215 133
is_linear=0
shrinkage=0.00140032


Tree=1650
num_leaves=14
num_cat=0
split_feature=12 48 2 159 49 52 133 13 15 15 43 1 0
split_gain=6.89337e-05 7.4468e-05 0.000139897 0.000149049 0.000131027 0.000159441 0.000165461 0.000200576 9.42828e-05 9.91577e-05 0.000194473 7.55872e-05 7.21345e-05
threshold=0.11650500000000001 0.12879500000000002 0.113445 0.091005000000000016 0.0043850000000000009 0.11434500000000002 -0.0061299999999999992 -0.084034999999999985 0.035560000000000008 -0.077844999999999984 -0.082689999999999986 0.092695000000000013 -0.13843999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 -1 -8 9 11 -11 -9 -4
right_child=-2 -3 12 -5 -6 -7 7 8 -10 10 -12 -13 -14
leaf_value=-0.0011493732506351259 -0.0012816938612163686 -0.0011845713767716054 0.0022218439823435071 -0.0018655240535008287 0.0018289719513899126 -0.0016456322377785475 0.0021780901715766732 0.00050931691066328751 -0.0011125511140026325 -9.3094996570903979e-05 0.0028535996202756686 -0.0012232678304733421 0.00042078786333873296
leaf_weight=0.0018692231432540542 0.0010072148745335898 0.0011082013351426659 0.0011263685817397839 0.0010352295315345069 0.0010392460134898982 0.0013662431070816669 0.0014847847572188617 0.0014711702726147875 0.0012513659530230675 0.0012967189679233843 0.0010049090250029338 0.0011219208550308328 0.0011221586920925142
leaf_count=558 147 79 98 246 415 280 243 63 361 92 167 92 280
internal_value=0 7.36527e-05 0.000165452 -3.56781e-05 0.000123433 -3.96831e-05 0.000191274 0.000519673 0.000119029 0.000433891 0.00119346 -0.000240299 0.001323
internal_weight=0 0.0162975 0.0151893 0.0129408 0.0119056 0.0108663 0.00950009 0.00763087 0.00614609 0.00489472 0.00230163 0.00259309 0.00224853
internal_count=3121 2974 2895 2517 2271 1856 1576 1018 775 414 259 155 378
is_linear=0
shrinkage=0.00502775


Tree=1651
num_leaves=14
num_cat=0
split_feature=41 2 133 52 40 16 16 16 4 0 13 2 3
split_gain=6.89397e-05 7.80828e-05 8.26792e-05 0.000102137 9.76435e-05 0.000116559 0.000183284 0.000173154 0.000161498 0.000178022 0.000160126 0.000133284 0.000115463
threshold=0.078475000000000017 -0.0091949999999999983 -0.086649999999999991 0.25317500000000004 -0.013874999999999998 0.41553500000000004 0.071345000000000006 -0.0064149999999999997 -0.082109999999999975 -0.10096999999999999 -0.074044999999999986 0.11263500000000001 0.090900000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 -4 6 7 8 -6 11 -8 12 -10
right_child=-2 2 3 -5 5 -7 10 -9 9 -11 -12 -13 -14
leaf_value=0.0015289008911201951 -0.0013800869054358643 0.0011080051323112113 0.0012759749844483438 -0.0018072016718533059 0.0013911500780322374 0.0015372885524021008 -0.00021897556958012129 0.0018422343335447436 -0.00053250571271931646 -0.0027711395823652959 -0.0032117426019448924 -0.0019891579478981936 0.0016312501374462684
leaf_weight=0.0010336483114762205 0.0010155028072666985 0.0017144773987212711 0.0015030468986295059 0.0010307270021447388 0.0012569721318965044 0.0010303789397972741 0.0010012857480870552 0.0012675724593523407 0.0019265765217220138 0.0010610536173139753 0.0011237652761206945 0.0010089344900736652 0.0011764603630979309
leaf_count=158 148 422 202 277 329 186 105 215 112 664 167 79 57
internal_value=0 8.1831e-05 -1.72178e-05 -0.000161328 -2.40311e-05 -0.000204071 -0.000386737 3.86262e-06 -0.000358543 -0.000783694 -0.0018016 -0.000270854 0.000287843
internal_weight=0 0.0161349 0.0151013 0.0133868 0.012356 0.010853 0.00982262 0.00769757 0.00643 0.00517302 0.00212505 0.00411197 0.00310304
internal_count=3121 2973 2815 2393 2116 1914 1728 1456 1241 912 272 248 169
is_linear=0
shrinkage=0.0054422


Tree=1652
num_leaves=14
num_cat=0
split_feature=4 15 48 16 40 47 15 0 3 16 52 1 48
split_gain=6.46104e-05 9.06653e-05 0.000108386 0.000139546 0.000126166 0.000151844 0.000266137 0.000134134 0.000181447 0.000152468 0.00011319 8.46498e-05 7.47496e-05
threshold=0.27287000000000006 -0.11713499999999999 0.082620000000000013 -0.087484999999999993 -0.061244999999999994 0.09550500000000002 -0.0088349999999999974 -0.083914999999999976 -0.082974999999999979 -0.088394999999999987 0.08976000000000002 0.111945 0.10396500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 4 -4 -3 6 -6 9 10 -8 -9 -2 -5
right_child=11 2 3 12 5 -7 7 8 -10 -11 -12 -13 -14
leaf_value=-0.0016878996217881599 -0.00013064453225983215 -0.0020174215084508415 -0.00057047633137545875 0.0025164381350899837 -0.0026693058780684546 0.0016428106116463601 -0.00021212028257608335 -0.00084487641654362896 -0.0022212392507716026 0.0024684096338503428 0.0014783063557349191 0.0019632450874763631 0.00053080777944770235
leaf_weight=0.0010381603045342405 0.0012287947130502621 0.0011398297735341666 0.0013989516472068253 0.0012376197005024561 0.0012606764975505117 0.0012762727606539515 0.0013439934365365724 0.0012774948758162725 0.001304875498176367 0.0011804870994407881 0.0012089684174811932 0.001069562611510224 0.0010278620346260148
leaf_count=212 95 68 105 196 568 117 219 388 438 280 93 257 85
internal_value=0 -0.000137464 -1.96056e-05 0.000781 -0.000313199 -9.3774e-05 -0.000386304 6.93967e-05 -0.000577775 0.00104134 0.000284702 0.000843767 0.00161555
internal_weight=0 0.0146952 0.013657 0.00366443 0.0099926 0.00885277 0.0075765 0.00631582 0.00379134 0.00252448 0.00248646 0.00229836 0.00226548
internal_count=3121 2769 2557 386 2171 2103 1986 1418 919 499 481 352 281
is_linear=0
shrinkage=0.0054422


Tree=1653
num_leaves=23
num_cat=0
split_feature=128 1456 1374 1213 51 453 4 15 16 0 12 0 0 4 16 151 52 15 1 47 47 52
split_gain=0.000500406 0.000453664 0.000375441 0.000394294 0.000359109 0.000481201 0.00041024 0.000422009 0.000685458 0.000476448 0.000457595 0.000581677 0.000416611 0.000491093 0.000303639 0.000292362 0.000261482 0.000438724 0.000203359 0.000203147 0.000202933 0.000183436
threshold=0.089290000000000022 -1.0000000180025095e-35 -0.094929999999999987 -1.0000000180025095e-35 0.078435000000000019 1.0000000180025095e-35 0.27834500000000006 0.088235000000000022 -0.014034999999999997 -0.10474999999999998 0.084100000000000022 -0.10224499999999999 -0.060129999999999996 -0.51843499999999987 0.22339500000000004 -0.016164999999999995 0.090245000000000006 0.091915000000000011 0.111945 0.10421000000000001 0.08265500000000002 -0.013374999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 5 6 7 8 10 -10 11 -5 -11 -14 -15 -6 17 -9 -8 -16 21 -17
right_child=-2 2 3 4 15 -7 18 16 9 12 -12 -13 13 14 19 20 -18 -19 -20 -21 -22 -23
leaf_value=-0.00097974401463104101 -0.0010581630599477392 -0.00074474674116100086 -0.00079794379674346977 -0.00081655824648972631 0.0011771494977579288 -0.00097273591273847385 0.00025752707434041069 0.0013424119107333461 0.0010534609849273599 -0.00081906432021763397 -0.0011909308181643394 0.00044461738469071176 -0.00064423563883061325 0.0010887199978626024 -0.00022586393494360005 0.00041612740439187049 -0.000225715603612851 0.00013086382601244889 0.0011119276794320676 0.00058656840692967744 0.00089035260448119835 -0.00038718534323742808
leaf_weight=0.0010651007857761649 0.0010854416398243796 0.0013591339275276218 0.0011493526516836985 0.0018850157234808762 0.0011696960872988882 0.0010670691613903207 0.0014274517170811398 0.0013282122037780999 0.0012133012305266472 0.001213809553285366 0.0017962281082046366 0.0016300744382144955 0.0013084552147946127 0.0012238220437899208 0.0015006596506621506 0.0016173728305096668 0.0010042034238618713 0.001546058176524312 0.001248093904653913 0.0014432046043566515 0.0010002693264148377 0.0011717175803679361
leaf_count=277 185 55 412 72 59 66 67 59 59 364 349 54 28 51 139 92 183 113 229 14 60 134
internal_value=0 1.08096e-05 4.8086e-05 8.80787e-05 0.000127558 3.85616e-05 9.31494e-05 5.03329e-06 -0.000126575 0.000162087 -0.000556105 -0.000231705 4.26204e-07 0.00018207 0.00044149 0.000501479 0.000453443 0.000690725 0.00065609 0.000172424 0.000292913 7.86498e-05
internal_weight=0 0.0293683 0.0283032 0.0269441 0.0257947 0.0208357 0.0197686 0.017093 0.0132146 0.00790325 0.00531132 0.00351509 0.00668995 0.00547614 0.00416769 0.00495906 0.00387847 0.00287427 0.00267555 0.00294386 0.00378936 0.00278909
internal_count=3121 2936 2659 2604 2192 1847 1781 1485 1130 655 475 126 596 232 204 345 355 172 296 153 286 226
is_linear=0
shrinkage=0.00154607


Tree=1654
num_leaves=23
num_cat=0
split_feature=1213 14 1374 128 1456 453 0 124 16 16 133 1 16 4 12 16 48 15 48 2 52 1
split_gain=0.00049197 0.000464189 0.000571462 0.000371245 0.00038659 0.000396164 0.000390216 0.000315525 0.000297293 0.00039552 0.000372616 0.000340541 0.000462696 0.000275593 0.000355752 0.000521291 0.000255996 0.000272185 0.000250808 0.000235491 0.000205357 0.000122964
threshold=-1.0000000180025095e-35 0.062655000000000016 -0.094929999999999987 0.086435000000000012 -1.0000000180025095e-35 1.0000000180025095e-35 -0.23091999999999999 -0.043384999999999993 -0.056919999999999991 -0.0083599999999999976 -0.032969999999999992 0.077565000000000009 -0.29154999999999992 -0.51843499999999987 0.10345000000000001 0.31475000000000003 0.087380000000000013 -0.10324499999999999 0.085325000000000012 0.113445 0.0031350000000000002 0.093400000000000025
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 -4 6 -6 -8 11 -10 -11 12 -9 -12 15 18 17 -13 20 -18 -15 -19
right_child=1 -3 3 -5 5 -7 7 8 9 10 13 16 -14 14 -16 -17 19 21 -20 -21 -22 -23
leaf_value=-0.00099451673729827775 -0.00096827093193327027 -0.001039947319120978 -0.00081742524698972304 -0.00079784329194623857 0.0011162878658939179 -0.00062449429708203536 0.00085612901203478654 0.00058706194051176769 -0.00084164331332294983 0.00085168170807888249 -0.00075486200065663829 0.00016024482512081581 -0.00060143006853762059 -0.00053873017220138625 0.00077013057955293565 -0.00095038274901487112 -0.00048436778287024414 0.0012627278480924439 0.00073987465643444343 0.00061323967727325334 0.00039391689869857467 0.00063450622892384837
leaf_weight=0.001277117039080621 0.0013269190118343479 0.00102277919851712 0.0010253728418289634 0.0011121930103598346 0.001245288539507775 0.0014563242096103926 0.0017085609879561583 0.001514109521746354 0.0014158035944859754 0.0013518566937135721 0.0012508660519374663 0.0014262321108896026 0.001925173151557151 0.0013649321586833973 0.0014594297093159514 0.0014449762221580564 0.0010116114730465142 0.0019319903739436484 0.0013546483616035943 0.0010113952632759826 0.0011056542650260681 0.0013833393821606199
leaf_count=491 53 90 222 147 47 75 224 66 228 96 39 119 425 173 72 180 31 95 54 60 54 80
internal_value=0 2.49649e-05 6.27484e-05 0.000112497 0.000150866 0.000190014 0.000239633 0.000191457 0.000137256 -4.94349e-05 7.07503e-05 0.000333905 -7.82084e-05 -6.15355e-05 6.73359e-05 -0.000127282 0.000543434 0.000747826 0.000183643 6.43773e-05 -0.000121345 0.0010006
internal_weight=0 0.0298495 0.0288267 0.0274998 0.0263876 0.0253622 0.0239059 0.0226606 0.020952 0.0107482 0.00933236 0.0102039 0.00343928 0.00798051 0.00672964 0.00527021 0.00676457 0.00474156 0.00382523 0.00202301 0.00247059 0.00331533
internal_count=3121 2630 2540 2487 2340 2118 2043 1996 1772 896 668 876 491 572 533 461 385 294 281 91 227 175
is_linear=0
shrinkage=0.00160853


Tree=1655
num_leaves=13
num_cat=0
split_feature=484 15 11 13 39 1 151 15 16 16 4 43
split_gain=6.65863e-05 9.84275e-05 6.88841e-05 9.73868e-05 0.000150532 0.000146091 9.05674e-05 0.000252262 0.000295115 0.000123408 0.000131871 7.59838e-05
threshold=-0.0068949999999999992 -0.24436499999999997 0.078340000000000007 -0.094514999999999988 0.085060000000000011 0.08844500000000001 0.077805000000000013 0.088655000000000025 -0.18708499999999997 0.083160000000000026 -1.0000000180025095e-35 -0.079109999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 5 6 -3 7 8 -5 10 11 -10
right_child=1 2 -4 4 -6 -7 -8 -9 9 -11 -12 -13
leaf_value=-0.0014526593056424471 0.0018039063732801009 -5.2717619972083115e-05 -0.0015127309475227741 -0.0028978406490119449 0.0017335451770537304 0.0026943406820898242 0.0012724043449542782 -0.002940675557374066 0.00049491190523281211 -0.0011687915862021072 -0.00041934788853959599 0.0026283562360242397
leaf_weight=0.0011199241969869307 0.0011709742825025031 0.0018155484888778819 0.0011065729313453057 0.0012335026149716283 0.0013308576167647681 0.0012130264036855909 0.0010038016741402709 0.0015146941138899361 0.0010389545191316924 0.001404202919110184 0.0016744243191969023 0.001581693604823492
leaf_count=503 232 125 160 104 185 98 63 519 271 258 186 417
internal_value=0 9.29038e-05 -4.14062e-05 7.64826e-05 -0.00019628 0.00104755 -0.000468023 -0.000674836 -0.000179789 0.000408483 0.000924147 0.00178255
internal_weight=0 0.0160883 0.0149173 0.0138107 0.0107821 0.00302857 0.00945127 0.00844747 0.00693278 0.00569928 0.00429507 0.00262065
internal_count=3121 2618 2386 2226 2003 223 1818 1755 1236 1132 874 688
is_linear=0
shrinkage=0.0061288


Tree=1656
num_leaves=26
num_cat=0
split_feature=14 1374 1213 44 124 50 159 52 13 47 4 0 1 16 157 457 15 15 3 48 42 47 16 0 4
split_gain=0.000643836 0.000622191 0.000602216 0.00047356 0.000393238 0.000379554 0.000394471 0.000432345 0.000417311 0.000381686 0.000434839 0.000625306 0.000555989 0.000519843 0.00105871 0.000626207 0.000374455 0.000326034 0.000319096 0.000248522 0.000235903 0.000202409 0.000139541 0.000110179 1.44088e-05
threshold=0.076175000000000007 -0.094929999999999987 -1.0000000180025095e-35 1.0000000180025095e-35 -0.043384999999999993 0.10647500000000001 -0.22563499999999997 0.11434500000000002 -0.082199999999999981 0.13148500000000005 -0.49405499999999997 -0.019414999999999998 1.0000000180025095e-35 -0.056919999999999991 -0.06266999999999999 -0.0029299999999999994 -1.0000000180025095e-35 -0.055554999999999993 -0.084074999999999997 0.10990500000000002 -1.0000000180025095e-35 0.083875000000000019 -0.091354999999999978 0.11070500000000001 -0.00027999999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 -4 6 -6 9 -9 10 -8 12 16 15 -15 -14 -12 -16 -18 20 -17 24 -20 -13 -22
right_child=-2 2 3 -5 5 -7 7 8 -10 -11 11 23 13 14 17 19 18 -19 22 -21 21 -23 -24 -25 -26
leaf_value=-0.0010243711455656392 -0.0012328545731893662 -0.0010039351641810378 0.00089119486278446019 -0.0009243279370659233 0.0011167778402092089 -0.00087044872629253058 -0.00054636040313909499 -0.0012779018996705524 9.4161719866060935e-05 -0.00074904283452825748 -0.0011214119508171495 0.0014518036828967361 -0.00047841849586772057 0.0010983180315181182 -0.0011755198885225835 0.00032600680373672214 -0.00071937834315701638 -0.00010977296608034424 -0.00011954653208715762 0.00013991598853538656 0.0013397188412791986 0.00066556555576087158 0.00068551411590711661 0.00072248619919140582 0.0015816483960596646
leaf_weight=0.0014451100980750189 0.0011304329483126088 0.001324836227154901 0.0018930471744225538 0.0011082611561477043 0.0011006521297354235 0.0010079868698094066 0.0017400767685771179 0.0011228465075590055 0.0012734905854958614 0.001113254588673839 0.0010930440550689403 0.0012328795037452487 0.0010743298455935246 0.0015010314228163235 0.0013759306173497521 0.0010021364307553071 0.0011770032207434056 0.0017624788324562268 0.001043869296630362 0.0010041539947069911 0.0012160139011854199 0.0012223726891917863 0.0013029910245343493 0.0010180278939905807 0.001456340196383854
leaf_count=53 101 477 235 60 83 261 116 72 108 24 491 67 30 89 84 77 205 82 35 29 58 27 117 50 90
internal_value=0 2.72973e-05 7.7676e-05 0.000127359 0.000169384 0.000116506 0.000156568 0.000112035 -0.000548743 0.00018625 0.000237738 0.000311558 0.000199178 0.000390625 -3.49819e-05 0.000673705 -0.000282448 -0.000577014 -2.22151e-05 0.000883459 0.00103593 0.0012186 0.000327428 0.00112195 0.00147156
internal_weight=0 0.0316122 0.0301671 0.0288422 0.027734 0.0258409 0.0248329 0.0237323 0.00239634 0.0213359 0.0202227 0.0184826 0.0162317 0.0116148 0.00463944 0.00697535 0.00461691 0.00313841 0.00352386 0.00590102 0.00489686 0.00389473 0.00234686 0.00225091 0.00267235
internal_count=3121 3020 2967 2490 2430 2195 1934 1851 180 1671 1647 1531 1414 566 255 311 848 166 357 281 252 175 152 117 148
is_linear=0
shrinkage=0.0016407


Tree=1657
num_leaves=23
num_cat=0
split_feature=1213 160 128 43 1374 475 456 457 43 133 42 160 160 50 15 16 0 47 47 13 0 13
split_gain=0.000460663 0.000364475 0.000364327 0.000378365 0.000395941 0.000378288 0.000251841 0.000247486 0.000270564 0.000449902 0.000468027 0.000390937 0.00024263 0.000372234 0.000237052 0.000221048 0.00022706 0.00019867 0.000139507 0.000158698 0.000224649 0.000122758
threshold=-1.0000000180025095e-35 -0.40698999999999991 0.086435000000000012 0.24789500000000006 -0.094929999999999987 -0.084049999999999986 0.087515000000000009 0.092360000000000012 0.12266000000000001 0.093615000000000018 0.087995000000000004 -0.081069999999999989 -1.0000000180025095e-35 0.077545000000000017 0.084050000000000014 -0.45661999999999997 -0.11991499999999998 0.086380000000000012 0.09550500000000002 -0.084034999999999985 -0.068189999999999987 -0.014169999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 -3 -6 7 8 9 10 11 -7 -13 14 15 -14 -17 21 19 -18 -21 -12
right_child=1 2 -4 -5 5 6 -8 -9 -10 -11 17 12 13 -15 -16 16 18 -19 -20 20 -22 -23
leaf_value=-0.00088775277835732511 -0.00084569053546316888 -0.00068099723749478341 -0.00077758368751740573 -0.00068865029191208333 -0.00070496512944286918 0.00073040854874012169 -0.00050168087079521394 0.0008918423521566914 0.00080242610716664792 -0.00053095121891828833 0.00062135092030322599 -0.00069360625950451807 -0.00046796438313961164 0.00081921248529195478 -0.00066799254964952193 0.00060213824507113374 0.00027732992116380549 0.00014073384081280519 0.00041472819893852543 -0.00092445982687481968 5.5753047330204046e-05 0.001237911254166486
leaf_weight=0.0012568412535224885 0.0010087596860922634 0.0012363756191913202 0.0010912264624182702 0.0012823270471355444 0.0010176789292006124 0.0018932773282972762 0.0010172644510639808 0.0012682051327379531 0.0015988236408230874 0.0018467425658738315 0.0016361199298270679 0.0010121192011483529 0.0014520500145649082 0.0012782705233641565 0.0011497606605875288 0.0019155646030880533 0.0011138295595965984 0.0010694063462078907 0.0012284692253774487 0.0010002355960131923 0.0010672171042828416 0.0012640442962972278
leaf_count=491 215 55 141 117 206 151 104 66 54 372 223 114 73 101 127 88 65 72 27 110 114 35
internal_value=0 3.15674e-05 6.38187e-05 9.86664e-05 0.000138945 0.000181488 0.000221035 0.000254768 0.000215406 0.000165819 0.000241155 0.0001058 3.79807e-07 6.92058e-05 -3.81873e-05 5.49195e-05 0.000174954 0.000688206 -1.06124e-05 -0.00017486 -0.000418475 0.00089008
internal_weight=0 0.0284478 0.027439 0.0263478 0.0250655 0.0238291 0.0228114 0.0217941 0.0205259 0.0189271 0.0170804 0.0131108 0.0112175 0.0102054 0.00892713 0.00777737 0.00632532 0.00396957 0.00440975 0.00318128 0.00206745 0.00290016
internal_count=3121 2630 2415 2274 2157 2102 1896 1792 1726 1672 1300 970 819 705 604 477 404 330 316 289 224 258
is_linear=0
shrinkage=0.00148603


Tree=1658
num_leaves=15
num_cat=0
split_feature=41 3 42 3 4 13 4 13 52 16 0 12 4 13
split_gain=6.19528e-05 7.13988e-05 9.48989e-05 0.000200197 0.000135527 0.000125613 0.000156262 0.000142538 0.000135613 0.000154777 0.00015652 0.000114972 8.13836e-05 5.79038e-05
threshold=0.078475000000000017 -0.12018999999999998 0.091295000000000015 -0.078934999999999991 -0.078629999999999992 -0.00096999999999999983 0.053925000000000008 -0.41572999999999993 -0.066844999999999988 -0.16075999999999999 -0.10011499999999998 0.091545000000000015 0.0061450000000000003 0.095710000000000017
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 13 3 4 -3 6 7 -5 12 -10 -11 -4 -7 -1
right_child=-2 2 11 5 -6 8 -8 -9 9 10 -12 -13 -14 -15
leaf_value=0.0020218772777658759 -0.0013969738605030763 -0.00040739945985889892 0.0024179003250166756 0.00050946321073405221 -0.0034222367599267682 -0.0026908282370583228 -0.00075420667250801455 0.0034366359888060092 -0.0016705549488110838 0.0021885198932225149 -0.00077342538712503689 -0.00021996050617563282 -0.00054660556966449453 0.0001677912106306046
leaf_weight=0.0010946304779695633 0.0010467243611897983 0.0010083970772357294 0.0010785795277203107 0.0012690434476843038 0.0010627414329379267 0.0011148556507436375 0.0012307461669322367 0.0010590145072691404 0.0010176550941683321 0.0015944158476912662 0.0010121119088448757 0.0012241178903766581 0.0013679634807999275 0.0012542961987189738
leaf_count=118 148 539 179 66 682 119 167 244 81 69 106 434 41 128
internal_value=0 8.12288e-05 -7.78114e-05 -0.000292332 -0.00195437 6.38011e-05 0.000943503 0.00184101 -0.000448838 0.000277737 0.0010384 0.00101561 -0.00150942 0.00103182
internal_weight=0 0.0163886 0.0140396 0.0117369 0.00207114 0.00966581 0.0035588 0.00232806 0.006107 0.00362418 0.00260653 0.0023027 0.00248282 0.00234893
internal_count=3121 2973 2727 2114 1221 893 477 310 416 256 175 613 160 246
is_linear=0
shrinkage=0.00589082


Tree=1659
num_leaves=23
num_cat=0
split_feature=14 1213 1374 1456 128 453 0 133 133 123 124 1 52 42 42 52 0 12 4 4 2 1
split_gain=0.000563324 0.000514586 0.000487344 0.000497085 0.000358614 0.000362566 0.000430782 0.000277506 0.000272438 0.000405284 0.000400239 0.000433206 0.000304588 0.000301955 0.000472059 0.0003378 0.000387316 0.00048536 0.000260571 0.000241023 0.000197942 0.000155504
threshold=0.076175000000000007 -1.0000000180025095e-35 -0.094929999999999987 -1.0000000180025095e-35 0.086435000000000012 1.0000000180025095e-35 -0.23091999999999999 -0.24227499999999996 -0.085499999999999979 0.083430000000000018 -0.013479999999999999 0.122185 -0.22660999999999995 0.091735000000000025 0.088060000000000013 0.11434500000000002 -0.077809999999999976 0.084100000000000022 -0.0016099999999999997 0.09173000000000002 0.098260000000000014 0.094465000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 5 6 -5 -8 -9 10 -10 12 -12 14 15 16 17 18 -14 -13 -18 -20
right_child=-2 2 3 4 -6 -7 7 8 9 -11 11 19 13 -15 -16 -17 20 -19 21 -21 -22 -23
leaf_value=-0.00095812868221290448 -0.0011334349348176868 -0.00089106402505715362 -0.00094870929628888595 0.0011216648836747025 -0.00071081510973408169 -0.00061291508826744599 -0.00060072030605490202 0.00078237516900545219 -0.00077238506680132575 0.00098517956833094034 -0.00073199269673412633 0.00025500231495003263 0.00072743037292275436 -0.00045778946768133241 0.0010297080707408037 -0.00066544343359203287 0.000283922355191368 -0.00094009730555842923 -0.00054540428113190452 0.0011989130341211265 0.0010773949870722796 0.0002578984094102467
leaf_weight=0.0012139778387178493 0.0010364631011552375 0.0012043503836629546 0.0010099562914891022 0.0012552741125091338 0.0010877346753858088 0.0012531538711654236 0.0010112471115045754 0.0019263592145958288 0.0011527768984272982 0.0013569668453572983 0.0010698977164583451 0.0012341347007662753 0.0014387805503361939 0.0018011676321801904 0.001502854586769021 0.001212131259546779 0.0016494566106347239 0.0011427222765342387 0.0010627706608303741 0.0013583070649219042 0.0013804307062369459 0.0012576855448873658
leaf_count=477 101 53 241 47 130 75 121 163 50 206 235 53 92 263 141 103 80 292 29 90 50 29
internal_value=0 2.68504e-05 7.05414e-05 0.000114805 0.000157507 0.000196753 0.000241229 0.000189963 0.000228878 0.000171616 0.000107665 0.000170637 5.9612e-05 0.00012765 0.000226691 9.47115e-05 0.000210877 -5.77202e-05 0.000210502 0.000749563 0.000645432 -0.000110015
internal_weight=0 0.0285821 0.0273682 0.0261638 0.0251539 0.0240661 0.022813 0.0215577 0.0205464 0.0186201 0.0172631 0.0161103 0.0135179 0.012448 0.0106468 0.00914398 0.00793185 0.00490196 0.00375924 0.00259244 0.00302989 0.00232046
internal_count=3121 3020 2543 2490 2249 2119 2044 1997 1876 1713 1507 1457 1314 1079 816 675 572 442 150 143 130 58
is_linear=0
shrinkage=0.00154607


Tree=1660
num_leaves=13
num_cat=0
split_feature=403 475 15 15 151 160 3 403 42 47 0 0
split_gain=6.67405e-05 0.000105232 0.000112439 0.000120605 9.2636e-05 0.000154962 0.000158484 0.00020275 0.000142605 0.000104716 0.000141405 0.000100035
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.24436499999999997 -0.13578499999999996 -0.024429999999999997 -1.0000000180025095e-35 -0.012939999999999998 0.035175000000000005 0.088200000000000014 0.09550500000000002 -0.11242999999999999 -0.14723999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 -4 11 -6 7 8 -7 10 -8 -5
right_child=1 2 3 4 5 6 9 -9 -10 -11 -12 -13
leaf_value=-0.0014841885363542392 -0.0014166099096479981 0.0020397061876659055 -0.0018029828436123218 1.16248260571256e-05 -0.0019381539065785251 0.00060545383461937941 0.00014083805370902457 -0.00091375543235926941 0.002953741236729493 0.0010348360617990248 -0.0023032904964426565 0.0025457194990963299
leaf_weight=0.0010010048521635886 0.0014787858128466292 0.0011042521151903859 0.0010808463868500198 0.0010195511509005772 0.0012392710780268516 0.0018643254083350342 0.0016651365784050576 0.001389688486147081 0.0017302597480512993 0.001100160971418962 0.0016211503477139289 0.0011506891128946232
leaf_count=756 472 202 148 62 383 299 90 233 160 31 72 213
internal_value=0 8.25045e-05 0.000230638 8.65175e-05 0.000246316 1.94901e-05 0.000278387 0.000997069 0.00173581 -0.000538244 -0.00106487 0.00135523
internal_weight=0 0.0164441 0.0149653 0.0138611 0.0127802 0.01061 0.00937072 0.00498427 0.00359459 0.00438645 0.00328629 0.00217024
internal_count=3121 2365 1893 1691 1543 1268 885 692 459 193 162 275
is_linear=0
shrinkage=0.00589082


Tree=1661
num_leaves=14
num_cat=0
split_feature=50 159 52 13 0 3 2 1 2 2 0 0 42
split_gain=6.77993e-05 8.43894e-05 0.000141054 0.000150901 0.000189418 0.000139132 0.00017999 0.000117224 0.000110597 0.000108584 0.000129871 0.000157544 8.18647e-08
threshold=0.10124500000000002 -0.026354999999999996 0.11434500000000002 -0.094514999999999988 -0.084269999999999984 0.11924500000000002 0.092120000000000021 0.10337500000000001 0.098035000000000011 -1.0000000180025095e-35 -0.10607499999999999 -0.077999999999999986 0.081660000000000024
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 12 6 9 8 -8 -5 -11 -12 -3
right_child=-2 2 -4 5 -6 -7 7 -9 -10 10 11 -13 -14
leaf_value=0.0012997353501961553 -0.0011335091413052607 5.5513518143318251e-05 -0.0015577874838930772 0.0008870115072897825 0.0023239058482950842 -0.0017575862548885985 0.0013625150754791478 0.0020940529422489441 -0.00057101760162590561 0.00020621142675498002 -0.0025236693373419006 -0.00046704974635237268 0.00011366508408239135
leaf_weight=0.0010754547230284106 0.0010377546495013981 0.0010060687833677306 0.0011441476722699193 0.0010366206751545289 0.0012841830082367658 0.001018514495196853 0.0011033203563837746 0.0010635376853441528 0.0013817212466939316 0.0019285096966124024 0.0012855794298686366 0.0019349305626078514 0.0010020166169785183
leaf_count=259 375 99 195 138 75 48 164 202 311 108 838 199 110
internal_value=0 6.70107e-05 -2.02713e-05 0.000104979 0.000958022 -0.000156205 1.13514e-05 0.000828897 0.000287441 -0.000457659 -0.000728373 -0.00128802 8.45306e-05
internal_weight=0 0.0162646 0.0151892 0.014045 0.00329227 0.0107527 0.00973422 0.00354858 0.00248504 0.00618564 0.00514902 0.00322051 0.00200809
internal_count=3121 2746 2487 2292 284 2008 1960 677 475 1283 1145 1037 209
is_linear=0
shrinkage=0.00455379


Tree=1662
num_leaves=27
num_cat=0
split_feature=1213 14 51 1456 1 44 456 474 157 43 376 13 13 133 1 12 48 3 42 2 4 4 4 15 13 12
split_gain=0.000490437 0.000481182 0.00041171 0.000367239 0.000357292 0.00061514 0.000385836 0.000422876 0.000422823 0.00040155 0.000538855 0.00040264 0.000380624 0.000327193 0.000362398 0.000363517 0.00034708 0.000259802 0.000316286 0.000287091 0.000313716 0.000248686 0.000243767 0.000232602 5.46896e-05 1.68169e-05
threshold=-1.0000000180025095e-35 0.076175000000000007 -0.40274499999999996 -1.0000000180025095e-35 0.13842500000000005 0.081805000000000017 0.087015000000000023 0.082665000000000002 -1.0000000180025095e-35 0.24789500000000006 1.0000000180025095e-35 0.18141000000000002 0.10820000000000002 -0.087414999999999979 0.099660000000000012 0.091200000000000017 0.092475000000000016 -0.10831999999999999 0.084050000000000014 0.092875000000000013 -1.0000000180025095e-35 0.053180000000000012 0.033845000000000007 -0.12563999999999997 0.24813000000000004 0.078300000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 5 6 7 8 -5 10 11 12 13 -10 16 22 17 -15 19 20 25 -22 -16 -24 -13 -19
right_child=1 -3 3 4 -6 -7 -8 -9 9 -11 -12 24 -14 14 15 -17 -18 18 -20 -21 21 -23 23 -25 -26 -27
leaf_value=-0.00090792259262801266 -0.00081253143104265818 -0.00098579868608062479 -0.00081179842785790435 -0.00081301057823527755 0.00079638511084595312 -0.001093797010703217 -0.00080040854717228292 0.00095014140389504853 0.00078663839503722937 -0.0007936067716206892 0.0012404066033690191 -0.00070040013437925111 0.0010323828713670058 0.00052184008142663852 0.0012929593097407435 -0.00033763341443877155 0.00056971867907196596 0.00066060972040813456 -0.0008970519296479148 -0.00069011695099884559 -0.0008539018314383109 0.00016913294532707666 0.00081101839904724126 -0.00013780886257187046 -0.00021649328500673292 0.00037810959249418138
leaf_weight=0.0014158326081076247 0.0012494395950293216 0.001094696129078975 0.0010346663990955232 0.0011193604145901806 0.0017813187743908601 0.0010241238700814384 0.0010286408450709264 0.0015417220374864806 0.0017891712915142346 0.0010069181424945386 0.0011385270247781512 0.0011778878180823673 0.0012926322279636073 0.0010445214928580422 0.0010807442971305656 0.0010979011597669341 0.0016677498714079428 0.0010126031154875648 0.0016595595611529346 0.0016085955517679551 0.0010831411424203734 0.0011941561640167464 0.0014849417668564846 0.0010573125500444869 0.0010612318739514626 0.0010022152545832719
leaf_count=491 101 87 219 131 133 36 148 226 124 131 115 37 36 31 78 79 78 17 354 70 41 20 69 50 50 169
internal_value=0 2.1728e-05 5.70343e-05 9.32624e-05 0.000125604 8.16317e-05 0.000127666 0.000165669 0.000114376 0.000160596 0.000205382 0.000147374 0.000223983 0.000161718 8.71466e-05 0.000441712 -7.57993e-05 -0.000200911 -0.000300766 -0.000133062 7.57104e-05 -0.000317449 0.000677882 0.000416405 -0.000471052 0.000520088
internal_weight=0 0.0323338 0.0312391 0.0299896 0.028955 0.0271737 0.0261495 0.0251209 0.0235792 0.0224598 0.0214529 0.0203144 0.0180752 0.0167826 0.0149934 0.0047209 0.0102725 0.00860479 0.00756027 0.00590071 0.00429212 0.0022773 0.003623 0.00254225 0.00223912 0.00201482
internal_count=3121 2630 2543 2442 2223 2090 2054 1906 1680 1549 1418 1303 1216 1180 1056 276 780 702 671 317 247 61 197 119 87 186
is_linear=0
shrinkage=0.00154607


Tree=1663
num_leaves=13
num_cat=0
split_feature=4 0 1 15 13 15 15 3 2 47 52 15
split_gain=6.91352e-05 0.000169649 0.000133983 0.000220326 0.00010254 0.00011828 0.000198159 0.000199938 0.000218335 6.23485e-05 6.13012e-05 3.90648e-05
threshold=-0.51843499999999987 0.010870000000000003 0.077565000000000009 0.083935000000000023 -0.094514999999999988 0.035560000000000008 -0.016799999999999995 0.097915000000000016 0.089885000000000007 0.09550500000000002 -0.013374999999999998 -0.10203999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 11 6 7 8 9 -6 -9 -4
right_child=1 -3 4 -5 5 -7 -8 10 -10 -11 -12 -13
leaf_value=-0.0014348897919218948 -0.0027430745472631101 0.0017343889166214297 0.00054209270277142405 0.00019550123042631602 -0.0013724813095082325 -0.0016791946831135312 0.0022184895417703878 -0.0026928881485543191 0.0021342131390331841 0.00041719772611911434 -0.00070530971849741119 0.0021417481646402656
leaf_weight=0.0010616660182707341 0.0015398255124098601 0.0018468436237510195 0.0010007109295714633 0.0019024875073040959 0.0014160170608415465 0.0013151506128780688 0.0013339209763115747 0.0010392895692632464 0.0016437582160791706 0.0011990674556714431 0.0010310309644268045 0.001036699064079106
leaf_count=65 857 245 107 695 182 324 112 31 183 125 69 126
internal_value=0 8.61087e-05 -0.000124441 -0.00111899 0.000186349 -7.90878e-05 0.000195525 -0.000230831 0.000484855 -0.000551878 -0.00170306 0.00135605
internal_weight=0 0.0163048 0.014458 0.00344231 0.0110156 0.00897823 0.00766308 0.00632916 0.00425884 0.00261508 0.00207032 0.00203741
internal_count=3121 3056 2811 1552 1259 1026 702 590 490 307 100 233
is_linear=0
shrinkage=0.00577531


Tree=1664
num_leaves=23
num_cat=0
split_feature=1213 1456 475 151 1374 52 43 42 376 1 49 48 51 52 15 2 13 0 3 4 49 13
split_gain=0.00054023 0.000384019 0.000315285 0.000289543 0.000401596 0.000309521 0.000310076 0.000342044 0.000452755 0.000339752 0.000535346 0.000444557 0.000354203 0.000469203 0.000323623 0.00047281 0.000275355 0.000311465 0.000654721 0.000228466 0.000156082 0.000119543
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.084444999999999978 0.086470000000000005 -0.094929999999999987 -0.43320999999999993 0.24789500000000006 -0.11466499999999999 1.0000000180025095e-35 0.111945 -0.087004999999999985 0.10358500000000001 0.078435000000000019 0.11434500000000002 -0.10324499999999999 0.10497000000000002 -0.084034999999999985 -0.10011499999999998 -0.082974999999999979 -0.084369999999999987 -0.0090649999999999984 -0.059629999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 -4 -6 7 -7 9 10 -9 21 13 14 15 -12 -16 -18 19 -19 -14 -11
right_child=1 2 3 -5 5 6 -8 8 -10 11 12 -13 20 -15 16 -17 17 18 -20 -21 -22 -23
leaf_value=-0.00095738026674998861 -0.00087513173478812511 -0.0007559373268720761 -0.00080679921842072007 0.00075626940400867401 -0.00070191457351486081 -0.00052690514243530827 -0.00057211859773028252 -0.00091768512017988298 0.0011608707907670341 0.0011981294125621795 -0.0010956197756247642 -3.260107827221777e-05 0.0010786511368027836 -0.00089060987178310382 0.00077785202278849493 0.00032635715068804965 0.0006128087160200442 -0.00012446318396872798 -0.0010762977608601008 0.00073909359385696818 0.00030054543151953125 0.00059460323668816145
leaf_weight=0.001284446974345487 0.0010031924799133304 0.0010050678015353772 0.0011381911084935572 0.001373880384654246 0.0010257049452855596 0.0014312633434332414 0.001300632930252287 0.001147792251215419 0.0010801200332092439 0.001372764205849239 0.0010379329112661867 0.0019858629924855986 0.0010912568491860952 0.001101906508265472 0.0018272948977664481 0.00102757688994215 0.0018719868093257592 0.0014876608468587871 0.0011313665954287505 0.0012408373261837413 0.0011901788999547644 0.001535298927072686
leaf_count=491 258 205 26 94 161 93 154 56 135 145 84 67 22 148 142 35 63 123 222 155 139 103
internal_value=0 2.79034e-05 6.09606e-05 9.20611e-05 5.55968e-05 9.66883e-05 0.000132518 0.000175024 0.000224932 0.000171864 5.51766e-05 0.000509387 0.000141019 2.79299e-05 0.000133092 -0.000388196 0.000275532 0.000115393 -0.000125847 0.000268256 0.000672729 0.0008795
internal_weight=0 0.0284078 0.0274046 0.0263995 0.0250256 0.0238874 0.0228617 0.0215611 0.0201298 0.0190497 0.0141558 0.00489393 0.013008 0.0107266 0.00962466 0.00206551 0.00755915 0.00573185 0.00385986 0.0027285 0.00228144 0.00290806
internal_count=3121 2630 2372 2167 2073 2047 1886 1732 1639 1504 1189 315 1133 972 824 119 705 563 500 278 161 248
is_linear=0
shrinkage=0.00148603


Tree=1665
num_leaves=26
num_cat=0
split_feature=14 1213 1374 1456 11 51 453 4 484 15 130 13 12 15 160 42 40 16 16 13 3 160 4 12 1
split_gain=0.000591784 0.000505454 0.000505061 0.000439015 0.000458024 0.000444548 0.000646192 0.000438107 0.000327006 0.000413353 0.000526861 0.00036886 0.00033632 0.000310435 0.000361053 0.000265615 0.000247098 0.000292408 0.00032192 0.000431003 0.000245867 0.000198575 0.000174581 0.000137373 4.16278e-05
threshold=0.076175000000000007 -1.0000000180025095e-35 -0.094929999999999987 -1.0000000180025095e-35 0.089270000000000002 0.078435000000000019 1.0000000180025095e-35 0.27834500000000006 0.084750000000000006 0.088235000000000022 -1.0000000180025095e-35 0.10820000000000002 0.091840000000000019 0.013270000000000002 -1.0000000180025095e-35 0.08623500000000002 -0.066419999999999993 -0.084119999999999986 0.22339500000000004 -0.082014999999999991 -0.045649999999999989 0.086870000000000017 0.42642000000000008 0.082095000000000015 0.092695000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 5 6 7 8 9 10 -5 16 15 14 -7 -11 -12 23 19 -19 -13 -16 -9 -18 -21
right_child=-2 2 3 4 -6 13 -8 22 -10 12 11 20 -14 -15 21 -17 17 18 -20 24 -22 -23 -24 -25 -26
leaf_value=-0.00089560064827208107 -0.0011168086171808593 -0.00085823315198236953 -0.00085866430462957035 -0.0011679694343986785 -0.00068778222944721867 5.1576835540937114e-05 -0.0010388123159507413 0.0012423049580217959 0.00078318470224567451 0.00019705530369855772 0.00044465602181484158 0.0010119842032309293 -8.4627126515239543e-05 -0.00014231054947905041 0.0014133521127390237 0.001176385093555343 -0.00036985963483453764 0.00092091331773455349 -0.00058954425082645662 -0.00041993506498662006 3.3381091612481122e-05 0.00058633330582670616 0.00037436527491466816 -0.0011340033746500113 3.794692954965512e-06
leaf_weight=0.0013189406696276764 0.0010837772772340762 0.001306437108686608 0.0010449456418471356 0.0010235107332931823 0.0014464280146047051 0.0010765192341180563 0.0010983266283733908 0.0010570629525656341 0.0013922714063725463 0.0011011128674596185 0.0012579069345157751 0.0011261116355818501 0.0018302773708434028 0.001021946700058507 0.0016807106410490205 0.001507251343604743 0.0010841582853942031 0.0012017132661717401 0.0018790604142427392 0.0010968403492530683 0.0012386460899449512 0.0011059657839065373 0.0010728293349232809 0.0010779155915873195 0.0010356094688006579
leaf_count=477 101 53 241 118 93 101 66 89 138 77 83 37 212 79 100 72 26 189 193 143 23 47 178 149 36
internal_value=0 2.26054e-05 6.32948e-05 0.000105601 0.000142359 0.000188602 9.31282e-05 0.000155345 7.78232e-05 1.81605e-05 -0.000127794 -3.09915e-05 0.000413459 0.000600595 0.000797118 0.000762964 -0.000176273 -0.000282176 -8.78127e-05 0.000194952 0.000499398 0.00108513 0.000805123 -0.000750828 -0.000214154
internal_weight=0 0.0310825 0.0297636 0.0284571 0.0274122 0.0259657 0.0210806 0.0199823 0.0178524 0.0164601 0.0120215 0.010998 0.00443864 0.00488514 0.0038632 0.00260836 0.0086332 0.0073753 0.00521322 0.00333416 0.00236476 0.00278668 0.00212989 0.00216207 0.00213245
internal_count=3121 3020 2543 2490 2249 2156 1829 1763 1496 1358 997 879 361 327 248 149 819 736 561 368 60 147 267 175 179
is_linear=0
shrinkage=0.00151575


Tree=1666
num_leaves=27
num_cat=0
split_feature=14 1456 1374 128 133 453 0 480 43 1 0 132 151 13 49 3 1 2 4 15 0 16 13 0 12 3
split_gain=0.000541211 0.000478804 0.000502643 0.000433913 0.000475915 0.000475774 0.000506109 0.000405273 0.000368624 0.000385765 0.000793775 0.000574985 0.000610894 0.000406924 0.000357808 0.000561571 0.000396143 0.000354451 0.000304525 0.00029241 0.000377563 0.000275696 0.000230968 0.000216453 0.000155247 8.6213e-05
threshold=0.076175000000000007 -1.0000000180025095e-35 -0.094929999999999987 0.089290000000000022 -0.25159999999999993 1.0000000180025095e-35 -0.23091999999999999 1.0000000180025095e-35 0.10366000000000002 1.0000000180025095e-35 -0.087634999999999977 0.079970000000000013 -0.055494999999999996 -0.083364999999999981 0.0093850000000000027 0.088060000000000013 0.11249000000000002 0.10402500000000002 -0.07712999999999999 -0.10324499999999999 -0.10096999999999999 -0.36241499999999999 -0.084034999999999985 -0.087319999999999995 0.092255000000000018 -0.015584999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 -4 6 -6 8 9 10 -8 12 25 21 15 19 -17 18 22 -15 -21 -14 -12 -23 -10 -11
right_child=-2 2 3 -5 5 -7 7 -9 24 11 17 -13 13 14 -16 16 -18 -19 -20 20 -22 23 -24 -25 -26 -27
leaf_value=-0.00093939728028699947 -0.0010126651249896062 -0.0007831014775538191 -0.0008595535454253043 -0.00082350588626830656 0.0010652296860797223 -0.00065521092441544972 -0.0010458153966002638 -0.00075662870579160742 0.0010974807338062934 0.00056801122291191613 0.00059807899979012963 0.0011900295485453205 -7.9902161798166927e-05 -0.00057081162445770208 0.00064585318472820143 -0.0014862523232236392 -0.00026645602597434256 -0.0004962987622775931 0.00088717515785717398 0.00083140372967433634 -0.00018227551935254223 0.0013002618723513175 -0.00024994131307979353 0.00032996396932576512 0.00038091163758082971 0.0011478197204650837
leaf_weight=0.0010917084587671313 0.0011390547501592954 0.0014872085804498161 0.0010279435593254496 0.001082066092803923 0.0014575512213497099 0.0014679692550447756 0.0016419000030258226 0.0010117425099870616 0.0012813448777331251 0.0010312865228497836 0.0011221611603673366 0.0013911573860854185 0.0011843029694840745 0.0012386701178398489 0.0011119654750202379 0.0011287238100408103 0.0012271461795450023 0.0015401848489002834 0.0014611788270961447 0.0014831374050601224 0.0017915703551714072 0.001030465513508716 0.0019274417942409762 0.0010007748284596172 0.0013940948650796869 0.0012560631553117938
leaf_count=271 101 53 132 169 47 75 264 224 50 83 96 80 58 91 46 41 15 140 207 18 314 46 299 79 36 86
internal_value=0 2.87429e-05 6.09879e-05 0.000101106 0.000134225 0.000169233 0.000212904 0.000165588 0.00020255 0.00014072 -0.000129445 0.000280439 0.000186596 4.36343e-05 -0.000136183 -0.000262775 -0.000850874 0.000119208 0.00032937 4.41973e-05 0.000276827 0.000489953 6.21044e-05 0.000822204 0.000724097 0.000886404
internal_weight=0 0.0338698 0.0327781 0.0312908 0.0302088 0.0291808 0.0277129 0.0262553 0.0252436 0.0225681 0.00769287 0.0148753 0.0134841 0.0111968 0.00798121 0.00686925 0.00235587 0.00605097 0.00451078 0.00451338 0.00327471 0.00321554 0.0030496 0.00203124 0.00267544 0.00228735
internal_count=3121 3020 2749 2696 2527 2395 2320 2273 2049 1963 1006 957 877 708 525 479 56 742 602 423 332 183 395 125 86 169
is_linear=0
shrinkage=0.00148603


Tree=1667
num_leaves=15
num_cat=0
split_feature=484 4 49 49 42 151 47 47 15 49 403 12 13 3
split_gain=7.26922e-05 0.000115287 7.80632e-05 7.58501e-05 0.000150954 0.000137842 0.000104748 0.000193051 0.000144728 0.000214902 0.000124301 0.000108537 0.000203776 5.90432e-05
threshold=-0.0068949999999999992 0.27044500000000005 0.10440000000000001 -0.15986999999999998 0.10194000000000002 0.056735000000000001 0.11402500000000002 0.092530000000000015 -0.090344999999999995 -0.006494999999999999 0.03138500000000001 0.084100000000000022 -0.096404999999999991 0.10893000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 6 7 8 -5 -10 11 -11 -13 -3
right_child=1 13 -4 4 -6 -7 -8 -9 9 10 -12 12 -14 -15
leaf_value=-0.0015857250826582961 0.0013021524604413396 0.0024976332544997116 0.0015519909567713942 0.0018540062580007998 -0.0027763530731978944 -0.0024689309894523107 0.0020265191645680203 -0.0028471513229868703 -0.0029968250642806588 0.00089834609888537868 0.0018484413591986792 0.00073020558437818098 -0.003198744298656484 0.00034589631794022146
leaf_weight=0.0011570367783619263 0.0012161937036232482 0.0011619102270855114 0.001105244507702067 0.001692440345605898 0.0010356726537258396 0.0010119578826652828 0.0010186504321909604 0.0010144379552574643 0.0010357802658025363 0.0016427676812151223 0.0014726559109079496 0.0010788417515073014 0.0011575652315533348 0.0010069292300575183
leaf_count=503 56 230 211 218 225 87 38 92 179 183 174 26 783 116
internal_value=0 0.000100185 -0.000109247 -0.000246503 -0.000401384 -0.00018029 4.872e-05 -0.000172808 0.000162951 -0.000285105 0.000239715 -0.000371008 -0.00130342 0.00149864
internal_weight=0 0.016651 0.0144822 0.013377 0.0121608 0.0111251 0.0101131 0.00909449 0.00808005 0.00638761 0.00535183 0.00387917 0.00223641 0.00216884
internal_count=3121 2618 2272 2061 2005 1780 1693 1655 1563 1345 1166 992 809 346
is_linear=0
shrinkage=0.00650394


Tree=1668
num_leaves=22
num_cat=0
split_feature=1213 14 1374 457 11 1447 453 4 1 0 403 151 160 16 43 13 0 15 2 4 42
split_gain=0.000414834 0.000352912 0.000382458 0.000292545 0.000316739 0.000312465 0.000238787 0.000619918 0.000210217 0.000179913 0.000355328 0.000235154 0.000388359 0.0003188 0.000383754 0.00032823 0.000229241 0.000200082 0.000337708 0.000218261 0.000138047
threshold=-1.0000000180025095e-35 0.057600000000000005 -0.094929999999999987 0.080930000000000016 0.089270000000000002 -1.0000000180025095e-35 1.0000000180025095e-35 0.27287000000000006 0.086105000000000015 0.18019500000000002 0.03138500000000001 -0.016164999999999995 -0.086829999999999977 0.22339500000000004 -0.074359999999999996 -0.076384999999999995 -0.08824499999999999 1.0000000180025095e-35 0.092120000000000021 0.053180000000000012 -0.085874999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 -4 7 9 -5 10 11 -7 -13 15 -15 16 -14 18 19 -17 -12
right_child=1 -3 3 8 -6 6 -8 -9 -10 -11 20 12 13 14 -16 17 -18 -19 -20 -21 -22
leaf_value=-0.00094740903171492449 -0.00079130192851444643 -0.00089773958569909029 -0.00074508885285134313 8.1294720055425493e-05 -0.00076536426960366268 0.0005976156365697918 -0.00055783056587321975 0.0010677877092756397 0.001012756002058993 0.00065978128677295794 0.0010773448423858033 -0.0010278962549264384 0.00010459966947114365 0.00022400603811400358 -0.0010149387805090146 -0.00079457858054211069 0.00095800625221413214 -0.00058351171219974199 0.00085669564746485808 0.00018691603822173757 0.00027356396140112993
leaf_weight=0.001148825341850789 0.0012544166973285078 0.0010013350312561 0.0010647177725336401 0.0010630791745498405 0.0011426373679821458 0.0013057349546092287 0.0011646464712298235 0.0018854048494108258 0.0015278783773258475 0.0013475813673267103 0.001022225443028546 0.0011095594138057505 0.0016573089270952301 0.0010885975421967287 0.0015940495778205841 0.001038092852981347 0.0016012525965601971 0.0016830977887652143 0.0010438545888203365 0.0013467014203332184 0.0012040161574852484
leaf_count=491 53 93 237 76 89 196 74 243 125 19 35 221 101 123 133 76 173 354 84 27 98
internal_value=0 3.94125e-05 7.5305e-05 0.00011898 5.95381e-05 0.000104089 0.000149089 0.000192587 0.000630574 9.57615e-05 4.73329e-05 -5.10681e-05 -0.000120709 -2.96404e-05 -0.000512185 0.000125013 0.000523962 -0.000129304 9.36636e-05 -0.000240325 0.000642637
internal_weight=0 0.0271462 0.0261449 0.0248904 0.0222995 0.0211568 0.0200921 0.0189275 0.00259096 0.0170421 0.0156945 0.0134682 0.0121625 0.011053 0.00268265 0.00837031 0.00325856 0.00511175 0.00342865 0.00238479 0.00222624
internal_count=3121 2630 2537 2484 2283 2194 1957 1883 201 1640 1621 1488 1292 1071 256 815 274 541 187 103 133
is_linear=0
shrinkage=0.00160853


Tree=1669
num_leaves=14
num_cat=0
split_feature=11 3 1 15 48 16 2 43 403 3 3 0 42
split_gain=7.13043e-05 8.97028e-05 9.11198e-05 0.000159716 0.000148187 0.000134633 0.000160611 0.000121721 0.000182171 0.000210627 0.000114653 0.000101625 6.32276e-05
threshold=0.081790000000000015 -0.12018999999999998 0.094385000000000011 -0.008624999999999999 0.083985000000000018 -0.36241499999999999 0.116525 -0.077604999999999993 0.092070000000000013 0.092670000000000016 0.10732000000000001 -0.10607499999999999 0.075730000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 12 3 4 -3 -4 10 -5 9 -9 11 -7 -1
right_child=-2 2 5 7 -6 6 -8 8 -10 -11 -12 -13 -14
leaf_value=0.0018929474290499452 -0.0011044118139329417 -0.0028323694106064932 -0.00099033911539146702 0.001241251455343841 -0.0004963117834588613 0.0020728944978382763 0.0024250232729532712 -0.0026915762401423116 0.0013154320163770382 0.00034743435891278137 -0.00097084935906256936 0.00016204417133875175 0.00016642925405075114
leaf_weight=0.0010475708070932207 0.0013302421242675768 0.0010391348739850915 0.0014136391041150616 0.0015873312538365863 0.0018071974813065328 0.0010228338050374264 0.001073020122721452 0.0011403852198388058 0.0010042716286884357 0.0010778258654937645 0.0012397594653172916 0.0019955874466792561 0.0010144088071898649
leaf_count=93 175 610 206 243 278 84 142 698 121 46 61 277 87
internal_value=0 8.20108e-05 -5.56686e-05 -0.000423683 -0.00134916 0.000362069 0.000720678 0.00012399 -0.000426351 -0.00121492 0.0002912 0.000809562 0.00104357
internal_weight=0 0.016463 0.014401 0.00765615 0.00284633 0.00674484 0.0053312 0.00480981 0.00322248 0.00221821 0.00425818 0.00301842 0.00206198
internal_count=3121 2946 2766 1996 888 770 564 1108 865 744 422 361 180
is_linear=0
shrinkage=0.00492917


Tree=1670
num_leaves=25
num_cat=0
split_feature=1213 1456 133 133 128 13 40 13 453 43 16 4 1374 0 160 474 50 12 42 160 39 4 43 15
split_gain=0.000536955 0.000439638 0.000448901 0.000550352 0.000334412 0.000326204 0.000381441 0.000304923 0.000313332 0.000293788 0.000517413 0.000677802 0.000387846 0.000475324 0.000321481 0.000700516 0.000373931 0.000407919 0.000276119 0.000390207 0.000251986 0.000246928 0.000170047 0.000110148
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.25159999999999993 -0.085499999999999979 0.086435000000000012 -0.53104499999999988 -0.074429999999999982 -0.23438999999999996 1.0000000180025095e-35 -0.51144999999999985 0.15891500000000003 -0.04890499999999999 -0.094929999999999987 -0.23091999999999999 -1.0000000180025095e-35 0.083795000000000022 0.077805000000000013 0.092355000000000007 0.088060000000000013 0.086075000000000013 0.085060000000000011 -0.0016099999999999997 0.016310000000000002 -0.026084999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 22 5 -5 20 -8 9 -9 12 -12 -11 -14 15 -15 17 18 19 21 -7 -16 -4 -13
right_child=1 2 3 4 -6 6 7 8 -10 10 11 23 13 14 16 -17 -18 -19 -20 -21 -22 -23 -24 -25
leaf_value=-0.00091352844477652804 -0.0008905810244429495 -0.0008986033550699089 0.00042544537107204699 -0.00067925078574118647 -0.00076264710914017507 0.00018996359045878513 0.00063635569481012026 0.00080873758844198851 -0.00077383719748753629 -0.00067179085161336253 -0.0014861217151413855 -0.00038810065138677411 0.0010516243372249842 -0.00088426791640737858 0.00086508355919184842 0.00064829867274560906 0.0010427489821033011 -0.00049127958290025439 0.00094611873914343908 -0.00056335923029586412 0.0012316539613663295 6.2320816153323431e-05 0.001253239665440488 0.00027643212409410469
leaf_weight=0.0014207418017970199 0.0011243225948791838 0.0010477777598758 0.0011976503577181543 0.0012285747750064848 0.0011208202316461682 0.0010109106475439935 0.0017821742418715472 0.0010371049415205382 0.0011063240144619782 0.0012532763607655548 0.0011024772420923645 0.001111882490000049 0.0012854065825500431 0.001832355116053481 0.0014832337668284554 0.0010281896734325446 0.0011184955347386949 0.0018218499296529522 0.0012098007463691995 0.0012446643770682719 0.0010407552918875046 0.0019700044989888928 0.0010102512772149908 0.0010915284859578369
leaf_count=491 258 164 127 35 84 38 96 24 59 47 147 136 49 316 120 148 136 168 83 78 169 77 52 19
internal_value=0 2.12357e-05 5.64222e-05 9.20482e-05 3.12909e-05 6.72319e-05 0.000106207 4.77317e-05 -5.5278e-06 4.0195e-05 -5.2133e-06 -0.000534865 0.000117685 0.000193831 9.96592e-05 -0.000333405 0.000239667 0.000123458 0.000313035 0.000150003 0.000718385 0.000407123 0.000804212 -5.89036e-05
internal_weight=0 0.0302598 0.0291355 0.0280877 0.0258798 0.024759 0.0235304 0.0214788 0.0196966 0.0185903 0.0175532 0.00330589 0.0142473 0.012994 0.0117086 0.00286054 0.00884805 0.00772955 0.0059077 0.0046979 0.00205167 0.00345324 0.0022079 0.00220341
internal_count=3121 2630 2372 2208 2029 1945 1910 1703 1607 1548 1524 302 1222 1175 1126 464 662 526 358 275 207 197 179 155
is_linear=0
shrinkage=0.00148603


Tree=1671
num_leaves=23
num_cat=0
split_feature=133 1456 1213 133 130 43 16 1374 0 4 13 453 0 47 49 52 4 42 1 4 43 12
split_gain=0.00041227 0.00041612 0.000420051 0.000631543 0.000296802 0.000308597 0.000325854 0.000417898 0.000356216 0.000314864 0.000359228 0.000296038 0.000526987 0.00055009 0.000264924 0.000276961 0.000317033 0.000339527 0.000313509 0.000354619 0.000213061 2.82792e-05
threshold=-0.25159999999999993 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.085499999999999979 -0.0015749999999999998 -0.45785999999999999 0.15891500000000003 -0.094929999999999987 0.041630000000000007 0.09173000000000002 -0.074044999999999986 1.0000000180025095e-35 -0.23091999999999999 0.11069000000000002 -0.088694999999999982 -0.081429999999999989 -0.082109999999999975 0.088380000000000014 0.092390000000000014 0.09173000000000002 0.016310000000000002 0.095935000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 20 -5 -6 7 -7 11 10 21 12 -9 14 -14 -16 -17 18 -18 -20 -4 -8
right_child=1 2 3 4 5 6 9 8 -10 -11 -12 -13 13 -15 15 16 17 -19 19 -21 -22 -23
leaf_value=-0.00097637685607039441 -0.00092674167423108667 -0.00083922301611696795 0.00041400986110302185 -0.00063462875346647599 0.0008070558593398664 -0.00075385789042915795 5.495838917025355e-05 0.0011467893515434025 0.0010140414925211456 0.0003848299392782923 -0.001110579490206725 -0.00061827095889587327 -0.00056581354249938046 0.0010950929419304518 0.00077080034222495257 0.00063064933104492178 -0.00093704663446912998 0.00049769923863894746 0.00041407088615327565 -0.00054822142730984343 0.0013513861489469145 -0.0003115476538888283
leaf_weight=0.0010459668957259463 0.0010880009791723036 0.0012211267949927542 0.0012232817493685036 0.0015729684375321426 0.0012484457715467015 0.0012262578766755175 0.00100277146875416 0.0012339577685525011 0.0011437921137211196 0.0010891386319409335 0.001599055354892214 0.001197990863404331 0.0017794037479488276 0.001170757203408924 0.0012235325504427715 0.0014739898883651091 0.0015208323610045732 0.0014577465460435118 0.0017048818745619698 0.001976730780744354 0.0011015092698283269 0.0010101489534950492
leaf_count=187 282 444 127 169 53 52 58 49 77 23 242 61 90 62 159 123 267 339 77 109 52 19
internal_value=0 1.14589e-05 4.7684e-05 8.78598e-05 1.51604e-05 5.94849e-05 1.66945e-05 0.00011575 0.000182886 -0.000343821 -0.000563536 0.000118389 0.000183559 8.69875e-05 -1.89866e-05 8.49945e-05 -1.81635e-05 -0.000161754 -0.000346536 -0.000102603 0.000858148 -0.000128966
internal_weight=0 0.0292663 0.0281783 0.0269572 0.0246324 0.0230594 0.021811 0.0171099 0.0158836 0.00470111 0.00361198 0.0147398 0.0135418 0.0123079 0.0111371 0.00935771 0.00813418 0.00666019 0.00520245 0.00368161 0.00232479 0.00201292
internal_count=3121 2934 2652 2208 2029 1860 1807 1465 1413 342 319 1336 1275 1226 1164 1074 915 792 453 186 179 77
is_linear=0
shrinkage=0.00154607


Tree=1672
num_leaves=26
num_cat=0
split_feature=1212 14 454 1374 457 11 1447 4 475 403 15 15 160 0 12 16 1 160 51 15 1 12 4 3 1
split_gain=0.000515124 0.00051411 0.000431736 0.00043568 0.000456332 0.000483772 0.000392743 0.000405082 0.000301949 0.000574168 0.000287208 0.00040027 0.000312976 0.000287863 0.000447721 0.000336064 0.000402481 0.000261627 0.000413452 0.000437054 0.000331356 0.000303433 0.000245511 0.000200782 0.000197487
threshold=-1.0000000180025095e-35 0.076175000000000007 -1.0000000180025095e-35 -0.094929999999999987 0.080930000000000016 0.089270000000000002 -1.0000000180025095e-35 0.27287000000000006 -0.083709999999999993 -1.0000000180025095e-35 -0.14147499999999996 -0.10653 0.088020000000000015 0.18019500000000002 0.10711000000000002 0.22339500000000004 0.13146500000000003 -0.098904999999999979 0.045645000000000005 0.088235000000000022 0.092695000000000013 0.084225000000000008 -0.081984999999999988 0.11924500000000002 0.086105000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 5 6 -5 8 -8 -10 -11 -12 13 14 15 17 -17 -13 19 20 21 -19 -21 -9 -6
right_child=1 -3 3 4 24 -7 7 23 9 10 11 12 -14 -15 -16 16 -18 18 -20 22 -22 -23 -24 -25 -26
leaf_value=-0.00093559055686404297 -0.00083411376623267848 -0.00097260125345252906 -0.00069692461334750985 -0.00069196971825251016 0.00021704865167408808 -0.00076326185983168783 0.00085689423399681192 0.0010514135620100576 -0.00098848374338117721 -0.0006035097317240543 0.00094551739776022048 -0.00040288266073636869 -0.00058225876138923594 0.00075111968965703457 -0.00080868328575739738 -0.0008935225876989442 0.00019655288662548206 0.00066885211953282553 0.0011207794844561064 0.001270987958800842 -0.00061878787847004463 -0.00028943780244677453 0.00035363240598327103 0.00025343987231773708 0.00096990163395075768
leaf_weight=0.0012339388053512748 0.0011134174172990887 0.0010641886879696463 0.001425116418001692 0.0012218468357298859 0.0012549967069448434 0.0014136450007864445 0.0010247998274715 0.0014631099071506773 0.0010769240424420281 0.0011373682285053975 0.0012525832132901258 0.0010022831116934814 0.0013450656884575465 0.0015254677607856601 0.0010967689318517335 0.0012476925211874776 0.0016964177066256525 0.0015724257046031628 0.0013557281459994908 0.001013875556076016 0.0014289159369065274 0.0012659857232690808 0.0015908272974556326 0.0012335175654296648 0.0018006805582418961
leaf_count=224 73 91 53 279 81 89 157 172 556 88 51 143 125 17 89 155 12 59 88 17 58 150 93 77 124
internal_value=0 2.33642e-05 5.69483e-05 8.95346e-05 0.000128155 6.54834e-05 0.000113201 0.00015537 8.59685e-05 4.56772e-05 0.000105776 0.000152155 9.05897e-05 0.000151755 8.28592e-05 0.000163178 -0.000265413 0.000299886 0.000385496 0.000240437 -4.66099e-05 0.000241437 0.000710711 0.000686397 0.000660698
internal_weight=0 0.0326236 0.0315595 0.030446 0.0290209 0.0259652 0.0245516 0.0233298 0.0206331 0.0196083 0.0185314 0.017394 0.0161415 0.0147964 0.0132709 0.0121742 0.00294411 0.00923004 0.00822776 0.00687203 0.00426733 0.00283841 0.0026047 0.00269663 0.00305568
internal_count=3121 2897 2806 2733 2680 2475 2386 2107 1858 1701 1145 1057 1006 881 864 775 167 608 465 377 267 209 110 249 205
is_linear=0
shrinkage=0.00145689


Tree=1673
num_leaves=24
num_cat=0
split_feature=14 1213 1374 457 11 160 13 13 132 52 1 4 0 1 4 1 0 43 0 12 49 15 1
split_gain=0.000470157 0.000467281 0.000449256 0.000495636 0.000316451 0.000323269 0.000267692 0.000484437 0.000537416 0.000514766 0.000372191 0.000641879 0.000269388 0.00057572 0.000320203 0.00022401 0.000206756 0.000187317 0.000183967 0.000160204 0.000151016 8.5459e-05 8.21062e-05
threshold=0.076175000000000007 -1.0000000180025095e-35 -0.094929999999999987 0.080930000000000016 0.089270000000000002 -0.40698999999999991 -0.53104499999999988 -0.084034999999999985 0.080640000000000017 0.08976000000000002 0.08844500000000001 -0.082594999999999988 -0.10011499999999998 0.10374500000000002 0.25615500000000008 0.086105000000000015 -0.040504999999999992 -0.095049999999999982 -0.050064999999999991 0.088725000000000012 -0.009244999999999998 -0.10203999999999998 0.104035
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 -4 -7 10 9 12 11 -8 14 18 20 -5 -15 -11 -14 -12 -9 -22 -19
right_child=-2 2 3 15 -6 6 7 8 -10 17 19 -13 13 16 -16 -17 -18 22 -20 -21 21 -23 -24
leaf_value=-0.00071991157845125841 -0.00084037441576367659 -0.00066594202055655905 -0.00062233120126418138 0.00016085980472513897 -0.00060198778033757235 -0.00049780032084994726 0.00075854171136610095 -0.00019081001331632474 0.00078106844877309334 -1.9833140274883941e-05 0.00099937522403729094 -0.00043975058767340526 -0.001222396531739739 -0.00032641095501727242 -0.00041985490984141618 0.00086989437053530531 0.00039541485990632721 0.00034726367394743258 -0.00050050357930273329 0.00040184040367559213 0.0001627079007181105 0.00063372473568573564 0.00083322025736813523
leaf_weight=0.0012611171944337798 0.0010152890995267496 0.0012788601635929089 0.0010179714519880081 0.0011687448939241554 0.0011657409521799158 0.0011176631922928905 0.0012835436253810784 0.001001537368551908 0.0012735395095759819 0.0013296970513715367 0.0016766489751949276 0.0014975708200725074 0.0011810743836619345 0.0014291501634866588 0.001930188924368248 0.001678194446152248 0.0010750867629205768 0.0011555482061011988 0.0010147839022405444 0.0011833914573848858 0.0012656844121075039 0.0011249075746038121 0.0010051854371293523
leaf_count=477 101 53 201 76 90 31 33 27 158 42 146 298 558 96 66 125 84 174 104 55 40 36 50
internal_value=0 2.04124e-05 5.39304e-05 8.85715e-05 2.9753e-05 6.23923e-05 9.47442e-05 0.000127164 8.89041e-06 -6.38847e-05 0.00043718 0.000113287 -0.000207107 -0.00042404 -1.55353e-05 0.000578817 -1.6526e-05 0.000347364 -0.000888784 0.000752135 0.000214531 0.000384348 0.000573333
internal_weight=0 0.0291158 0.0278547 0.0265759 0.0237289 0.0225632 0.0215452 0.0204275 0.0147864 0.0135128 0.00564115 0.00278111 0.0100224 0.0047001 0.00532232 0.00284694 0.00250424 0.00349043 0.00219586 0.00286004 0.00339213 0.00239059 0.00216073
internal_count=3121 3020 2543 2490 2289 2199 1998 1967 1435 1277 532 331 1011 842 169 201 180 266 662 201 103 76 224
is_linear=0
shrinkage=0.00124344


Tree=1674
num_leaves=24
num_cat=0
split_feature=14 1213 1374 457 484 128 160 50 13 124 48 4 484 43 130 43 0 1 4 43 52 1 3
split_gain=0.000520724 0.000507031 0.000388809 0.000450844 0.000345424 0.00033496 0.000349659 0.000437544 0.000340218 0.00037222 0.000353561 0.00033611 0.000224661 0.000202001 0.000411117 0.000287165 0.000558801 0.000365191 0.00031597 0.000285779 0.000259461 0.000189528 0.000165943
threshold=0.076175000000000007 -1.0000000180025095e-35 -0.094929999999999987 0.080930000000000016 -1.0000000180025095e-35 0.086435000000000012 -0.40698999999999991 0.099210000000000007 -0.53104499999999988 -0.043384999999999993 0.11951500000000001 0.27044500000000005 0.08660000000000001 0.016310000000000002 -1.0000000180025095e-35 -0.074359999999999996 -0.10096999999999999 0.092390000000000014 -0.083644999999999983 -0.088249999999999981 0.077655000000000016 0.086105000000000015 0.11658
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 -4 6 -6 8 -8 -10 11 12 13 14 -11 18 17 -17 -16 -20 -15 -5 -13
right_child=-2 2 3 21 5 -7 7 -9 9 10 -12 22 -14 20 15 16 -18 -19 19 -21 -22 -23 -24
leaf_value=-0.00088909889059768745 -0.0010598555802142223 -0.00076997014409376755 -0.00064539981705112571 0.00019163499357596921 -0.00069587056239237 -0.00075273288635568317 -0.00071553015582279003 0.00100834220504578 0.0010226171644566698 -0.00095790142231984342 -0.00071226687016833498 0.0010656588990629069 0.00066949483363610131 2.6391927885769886e-05 0.00082862897604810343 -0.00051617366336996365 -0.00083899600419260465 0.00058684422688945568 -0.00053575157805076849 0.00053769329952318198 0.00094532163122102494 0.00097748987233043879 0.00025083179015465164
leaf_weight=0.0013036799151942549 0.001025950027631505 0.0011973385617149992 0.0015638206782999922 0.0011401234810994856 0.0011118727729059188 0.0010268158110591221 0.0010564918203783613 0.0012594783726039829 0.0010232076838316831 0.0010790403827486425 0.0011070643775177294 0.0012048015865404041 0.0012566900765724762 0.0019304945137563765 0.0015806702095844116 0.0010339859297800935 0.0019514297003758339 0.001846635675235575 0.0011905498205684317 0.0010142623782451992 0.0010462488638616207 0.001670961802516191 0.0010185191135920757
leaf_count=477 101 53 446 76 189 123 26 94 150 129 51 117 105 80 46 20 311 47 96 115 89 125 55
internal_value=0 1.70156e-05 5.87415e-05 9.53381e-05 3.01654e-05 7.66273e-05 0.000115851 0.000159664 0.000104396 0.000151774 0.00010015 0.000155829 7.01914e-05 1.07642e-05 -9.31847e-05 1.50904e-05 -0.000225012 0.000190921 0.000321574 -4.19432e-05 0.000349372 0.000658762 0.000692381
internal_weight=0 0.0296142 0.0283105 0.0271132 0.0243021 0.0227383 0.0217114 0.0205996 0.0193401 0.0182836 0.0172604 0.0161533 0.01393 0.0126733 0.00969657 0.00861753 0.00483205 0.00288062 0.00378548 0.00220481 0.00297674 0.00281109 0.00222332
internal_count=3121 3020 2543 2490 2289 1843 1720 1531 1437 1411 1261 1210 1038 933 764 635 378 67 257 211 169 201 172
is_linear=0
shrinkage=0.00148603


Tree=1675
num_leaves=25
num_cat=0
split_feature=14 1374 457 128 160 403 0 4 158 1 160 133 43 457 150 2 48 52 3 16 484 4 15 4
split_gain=0.000568963 0.00057394 0.000495143 0.000374059 0.000325791 0.000394284 0.000382832 0.000483967 0.000299208 0.000285657 0.000262873 0.000383687 0.00060794 0.000335874 0.000352843 0.000305337 0.000472287 0.000270124 0.000317946 0.000330052 0.000257392 0.000242775 0.000242485 0.000109561
threshold=0.076175000000000007 -0.094929999999999987 0.080930000000000016 0.086435000000000012 -0.40698999999999991 0.10301500000000001 0.18019500000000002 -0.49013999999999996 0.084765000000000021 0.086105000000000015 -0.081069999999999989 -0.11008499999999999 0.016310000000000002 -0.0029299999999999994 0.085825000000000012 0.10731 0.10911000000000001 0.08976000000000002 -0.08824499999999999 -0.056919999999999991 0.085595000000000018 0.053180000000000012 -0.018314999999999994 -0.076229999999999978
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 6 7 -6 10 -4 20 -12 13 -13 15 17 -17 18 -15 21 -9 -20 -21 -14
right_child=-2 2 9 -5 5 -7 -8 8 -10 -11 11 12 23 14 -16 16 -18 -19 19 22 -22 -23 -24 -25
leaf_value=-0.00085558779464842507 -0.0010205157740029091 -0.00073226648683726275 7.8928432758514205e-05 -0.00073870656659100653 -0.00086797004027324408 -0.00068906994395591685 0.00086055850666868106 0.00018378808408972739 -0.00057967362651504769 0.00096904233665645134 -0.00072436255419023655 -0.00058607886857788179 0.0011761653599057429 -0.00052973976816940503 0.00087477062538485586 -0.0007615999962346093 0.00029634592384308547 0.00077667821386279113 0.00011413713310186871 -0.00064951643080072099 0.0010612684316505449 0.0010343735262092044 0.00031844368479464792 0.00054092390750037401
leaf_weight=0.0014493604055303413 0.0011054345483296748 0.0010647977538372757 0.0012338108823684015 0.0013200637540290985 0.0010618401440778335 0.0013045624840131989 0.0013347208838674343 0.0015463521398454408 0.0011735935822524959 0.0018213441697548238 0.0010887899413306581 0.0015551696961839676 0.0010625249939621995 0.0013661823939488029 0.0011416081373407669 0.0019989458311991948 0.0015120256341388805 0.0013767878513273324 0.001056199354606149 0.0010290576214243702 0.001220066492309213 0.0013106324493060567 0.0010843452054652113 0.0011571070772866112
leaf_count=53 101 214 81 200 131 181 26 161 249 125 158 138 55 159 85 173 58 132 223 136 74 52 64 92
internal_value=0 2.21534e-05 6.48141e-05 2.63205e-06 4.10916e-05 7.48673e-05 0.000118055 7.24721e-05 0.000120762 0.000609574 0.000162904 9.5497e-05 0.000152534 3.80931e-05 0.00011983 3.95404e-05 -0.000305988 0.000207491 7.34513e-05 0.000257386 0.000570781 0.000623718 -0.000152875 0.00084501
internal_weight=0 0.0312699 0.0298205 0.0267654 0.0254453 0.0243805 0.0230759 0.0217412 0.0206794 0.00305516 0.0195058 0.0167394 0.0156506 0.013431 0.0118758 0.0107342 0.00351097 0.0072232 0.00584642 0.00448023 0.00276642 0.00236683 0.0021134 0.00221963
internal_count=3121 3020 2967 2761 2561 2347 2166 2140 2009 206 1760 1525 1367 1220 1082 997 231 766 634 475 235 275 200 147
is_linear=0
shrinkage=0.00142833


Tree=1676
num_leaves=14
num_cat=0
split_feature=151 1 15 14 15 4 43 131 42 133 160 4 16
split_gain=9.16492e-05 0.000137339 0.000120078 0.00011318 0.000119347 0.000160669 0.000147275 0.000208462 0.000225906 0.000142834 0.000112149 0.000224786 0.000179067
threshold=0.086470000000000005 0.14000500000000002 0.091915000000000011 -1.0000000180025095e-35 -0.14755499999999996 0.25615500000000008 -0.17390999999999998 1.0000000180025095e-35 0.086325000000000013 -0.083244999999999986 0.086075000000000013 -0.17966999999999997 -0.056919999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -5 6 -6 8 9 -8 11 -11 -13
right_child=-2 -3 -4 4 5 -7 7 -9 -10 10 -12 12 -14
leaf_value=-0.0013116839642377588 0.0013764851328140391 0.0015026417179731359 -0.0015418010498507977 0.001617607496843219 0.0014139415575324112 -0.0017192828474184316 0.0021218532550987103 -0.0019581374607831872 -0.00161005606218984 -0.0010306792539550727 -0.00090117686845904064 0.0023088174487965623 0.00010541270290269694
leaf_weight=0.0015033736564886721 0.0010121360179574648 0.0011383332932089962 0.0013703684258571094 0.0010190651206016576 0.0016509726444744474 0.0011972687927527962 0.0010190186382491757 0.0012085300000213581 0.0013860553789343116 0.0013850826243926324 0.0015393799489112348 0.0017098922968235581 0.001604993479530175
leaf_count=119 108 120 466 187 141 133 227 308 487 153 133 283 256
internal_value=0 -8.93056e-05 -0.000198512 -7.75944e-05 5.76288e-05 -6.75342e-05 0.000104371 -0.000115062 0.000142608 0.000477297 0.000208706 0.000572225 0.00124198
internal_weight=0 0.0177323 0.016594 0.0152236 0.0137203 0.0127012 0.0115039 0.00985295 0.00864442 0.00725837 0.00623935 0.00469997 0.00331489
internal_count=3121 3013 2893 2427 2308 2121 1988 1847 1539 1052 825 692 539
is_linear=0
shrinkage=0.00473777


Tree=1677
num_leaves=23
num_cat=0
split_feature=1213 14 1374 457 11 160 13 13 132 52 1 4 4 151 2 16 1 42 3 3 0 1
split_gain=0.000571316 0.000392188 0.000471677 0.000366141 0.000318442 0.000344186 0.00028943 0.000465086 0.000639416 0.000468699 0.00034996 0.000639415 0.000333234 0.000304177 0.000347933 0.000391419 0.000269866 0.00026498 0.000437453 0.000428352 0.000140407 0.000117978
threshold=-1.0000000180025095e-35 0.062655000000000016 -0.094929999999999987 0.080930000000000016 0.089270000000000002 -0.40698999999999991 -0.53104499999999988 -0.084034999999999985 0.080640000000000017 0.096795000000000006 0.08844500000000001 -0.082594999999999988 -0.35136499999999998 -0.0077149999999999988 0.092235000000000025 -0.094359999999999986 0.083135000000000014 0.10077000000000001 -0.00083499999999999991 -0.091054999999999983 -0.13027499999999997 0.111945
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 -4 -7 10 9 12 11 -8 -9 -14 17 -16 -5 18 19 -15 -12 -11
right_child=1 -3 3 16 -6 6 7 8 -10 21 20 -13 13 14 15 -17 -18 -19 -20 -21 -22 -23
leaf_value=-0.00095451821919019064 -0.00084724445547791323 -0.00086932132772548991 -0.00075977127181089238 -1.4804702972023529e-05 -0.00069230969751430651 -0.00062331700095420782 0.00090330978918933252 -0.00089838445165844698 0.001007833257581955 0.00023063716128106466 0.0013292177692501175 -0.00051005653477856339 -0.00069575639488109263 -0.00017880836993192683 0.0010013456768125644 -0.00011131903640629495 0.00094231482029887297 0.00044365428865011822 9.1685042257092018e-05 -0.0014803720262856832 0.00064086781848525227 0.0009190053587753358
leaf_weight=0.0013850019481504985 0.0012218455294679123 0.0010499806886614662 0.0010352988682873479 0.00101008240559075 0.0012525770707334507 0.0011060110763096943 0.0013239348179512334 0.0013273123567021311 0.0013163578874742501 0.0011885730622644983 0.0010145933867717893 0.0015165293991578005 0.0016204974326959895 0.0011107294423176838 0.0013742223393538311 0.0014192278665194624 0.0018275576849545727 0.001114265788460217 0.0022850634091640329 0.0011228298819110361 0.0018430804604868678 0.001023064012945385
leaf_count=491 53 90 201 71 90 31 33 107 158 155 72 298 114 83 81 214 130 80 34 357 129 49
internal_value=0 2.23499e-05 5.5723e-05 9.68416e-05 3.71446e-05 7.7322e-05 0.000117248 0.000157008 1.8938e-05 -7.68783e-05 0.000518098 0.000148711 -0.000198589 -0.000106137 7.25413e-06 0.00043605 0.00060162 -0.000205394 -0.000365445 -0.000833116 0.000885261 0.000549064
internal_weight=0 0.0291036 0.0280537 0.0268318 0.0239942 0.0227416 0.0217063 0.0206003 0.0149021 0.0135858 0.00569814 0.00284046 0.0113741 0.0100468 0.00842634 0.00279345 0.00283764 0.00563289 0.00451862 0.00223356 0.00285767 0.00221164
internal_count=3121 2630 2540 2487 2286 2196 1995 1964 1432 1274 532 331 1070 963 849 295 201 554 474 440 201 204
is_linear=0
shrinkage=0.00148603


Tree=1678
num_leaves=25
num_cat=0
split_feature=14 1213 1374 457 160 52 157 159 130 15 43 15 4 42 0 151 47 15 52 1 43 42 12 15
split_gain=0.000616346 0.00048029 0.000521369 0.000441426 0.000359987 0.000345139 0.000284043 0.000320642 0.000362786 0.000577317 0.000319801 0.000358589 0.00039227 0.000435821 0.000266824 0.000473842 0.000453412 0.000460522 0.00043735 0.000225413 0.000175871 0.00014336 0.000201659 0.000108393
threshold=0.076175000000000007 -1.0000000180025095e-35 -0.094929999999999987 0.080930000000000016 -0.40698999999999991 -0.43320999999999993 -0.077234999999999984 0.10519500000000001 -1.0000000180025095e-35 0.087960000000000024 0.25787500000000008 0.091650000000000023 -0.031404999999999995 0.088060000000000013 -0.10151999999999999 -0.0077149999999999988 0.09550500000000002 -0.10203999999999998 -0.077024999999999996 0.086105000000000015 -0.078844999999999985 0.086325000000000013 0.095935000000000006 0.050935000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 -4 -6 -7 8 9 -8 11 12 21 14 15 -14 17 -17 -16 -5 -15 22 23 -10
right_child=-2 2 3 19 5 6 7 -9 10 -11 -12 -13 13 20 18 16 -18 -19 -20 -21 -22 -23 -24 -25
leaf_value=-0.00083243981714967749 -0.0010729464019970645 -0.00081323193945109459 -0.00077326137337802676 0.00014761186590716609 -0.00073500093750447333 0.00071598079568050408 -0.0011308484520852723 -0.00066689053925398051 0.0011759335853942354 0.00037218310011953836 -0.00054483691827247416 -0.000385299181429772 -0.00066064521218986828 0.00024815484064342759 0.00025285816817155395 -0.00057362136593934682 0.0010755969785384595 0.00067435204123685705 -0.0010369455000465533 0.00096032524919573863 0.0010455114845684405 0.00020253627638331317 0.00021054943362194085 0.00062250166381940626
leaf_weight=0.0013219532529651348 0.001121149525144193 0.0013678900885007996 0.0010925572144353515 0.0012091420818052248 0.0010501739085543018 0.0015760855478697813 0.0011848508917038083 0.001168584332529198 0.0017859943478142253 0.0010003856965523639 0.001188419525116057 0.0017604640458741541 0.0011895685236393838 0.0010921560803203445 0.0010102575642360317 0.001305401492437297 0.0013402434878315717 0.0012087753884717414 0.0012464796868933495 0.0018067487773915647 0.0012697668985563182 0.0013199619860859713 0.0010757907789695764 0.0012963901646569909
leaf_count=477 101 53 201 76 259 196 132 159 74 49 117 189 58 82 74 54 36 53 195 125 124 110 26 101
internal_value=0 2.67048e-05 6.51447e-05 0.000107785 4.46554e-05 8.17817e-05 0.000119044 7.51696e-05 0.00011794 -0.000442771 0.000185674 0.00023704 0.000309401 0.000132832 -4.31555e-05 0.000143143 0.000391212 2.6384e-05 -0.000459548 0.000634489 0.000676813 0.000620843 0.000753629 0.000943171
internal_weight=0 0.030868 0.0295461 0.0281782 0.0251623 0.0240698 0.0230196 0.0214435 0.0202749 0.00218524 0.0180897 0.0169013 0.0151408 0.00966265 0.00730073 0.00504399 0.00385442 0.00251418 0.00225674 0.00301589 0.00236192 0.00547814 0.00415818 0.00308238
internal_count=3121 3020 2543 2490 2289 2088 1829 1633 1474 181 1293 1176 987 676 470 201 143 107 269 201 206 311 201 175
is_linear=0
shrinkage=0.00145689


Tree=1679
num_leaves=15
num_cat=0
split_feature=0 16 47 474 14 13 48 4 42 1 15 16 51 16
split_gain=0.000103965 0.000128246 0.00018188 0.000119668 0.000211379 0.000230477 0.000161367 0.000285519 0.000143944 0.000159434 0.000234646 0.000192526 0.000105835 0.000108377
threshold=0.18019500000000002 0.26676500000000009 0.10421000000000001 0.084660000000000027 -0.22253999999999999 -0.23438999999999996 0.12879500000000002 0.36766000000000004 0.092145000000000019 0.094385000000000011 0.088345000000000021 -0.091354999999999978 0.067785000000000012 -0.014034999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 4 -1 -6 7 8 9 10 12 -11 13 -7
right_child=-2 2 -4 -5 5 6 -8 -9 -10 11 -12 -13 -14 -15
leaf_value=-0.0029271766543634147 0.0020199083348005553 -0.0033126443984757793 0.000392564627363804 0.0019784915032153632 0.002835379912034734 -0.0030040746358881241 -0.0025980309850054221 0.0033638579633479227 -0.002218647320390778 -0.00026778712308079183 0.0014198039597493669 0.0034027744953570522 5.6979350161594549e-05 -0.00035028112863860062
leaf_weight=0.0010313237278906104 0.0010061002702836377 0.0011986271700515352 0.0010525302995059715 0.0012888049800226361 0.0012103054530073184 0.0018268444533636134 0.0010343286344154387 0.0010218040170243978 0.0013524084107797716 0.0012699680722535467 0.001907879793040218 0.0011535230485260062 0.0015450303876567706 0.0010113275985719847
leaf_count=69 36 305 60 280 124 595 69 163 401 54 368 143 176 278
internal_value=0 -0.000128768 -0.00158027 7.99748e-05 -9.03602e-05 0.000129064 -0.00014112 8.80536e-05 -0.000244442 6.19332e-05 -0.000484078 0.00147931 -0.00131278 -0.00205845
internal_weight=0 0.0179047 0.00225116 0.0156535 0.0143647 0.0133334 0.0121231 0.0110888 0.010067 0.00871457 0.00629108 0.00242349 0.0043832 0.00283817
internal_count=3121 3085 365 2720 2440 2371 2247 2178 2015 1614 1417 197 1049 873
is_linear=0
shrinkage=0.00650394


Tree=1680
num_leaves=25
num_cat=0
split_feature=14 1374 1213 457 160 11 43 13 132 1 4 52 4 157 3 1 16 43 0 1 16 12 43 16
split_gain=0.000546484 0.000528099 0.000481207 0.000421622 0.000375375 0.000392249 0.000327304 0.000434202 0.000679234 0.000488525 0.000614192 0.000286338 0.000322062 0.000311096 0.000348155 0.000295715 0.000473324 0.000417302 0.000543287 0.000252902 0.000231142 0.000104981 4.57103e-05 1.31532e-06
threshold=0.076175000000000007 -0.094929999999999987 -1.0000000180025095e-35 0.080930000000000016 -0.40698999999999991 0.089270000000000002 0.24789500000000006 -0.082014999999999991 0.080640000000000017 0.08844500000000001 -0.082594999999999988 0.096795000000000006 -0.35136499999999998 -0.066144999999999995 0.11296500000000002 0.13075500000000004 -0.056919999999999991 -0.071044999999999983 -0.10224499999999999 0.086105000000000015 -0.36241499999999999 0.083310000000000009 0.0047850000000000011 0.0039400000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 -4 6 7 9 11 10 -6 12 -9 -14 15 16 17 -15 -19 -5 -11 -22 -20 -18
right_child=-2 2 3 19 5 -7 -8 8 -10 20 -12 -13 13 14 -16 -17 23 18 22 -21 21 -23 -24 -25
leaf_value=-0.00083536068232049779 -0.00097037329929440378 -0.00079229679548823155 -0.00075466849026565967 9.1715524091507197e-05 0.00065266440489840654 -0.00066245848770637159 -0.00061348781478181799 -0.00078566887573003309 0.00094862198794210993 0.00032150541966949282 -0.00056817309246164169 0.00041779141938053712 0.00066958243223142887 -0.0006782123609766536 -0.0008439047765226058 0.00062421210699001371 -0.00069047437008708441 -0.00025018506778503918 0.00099711861241251736 0.00091368703566228969 0.0014003822560546659 0.00079187632396907407 0.00058210702765599794 -0.00076205251182934197
leaf_weight=0.001370533454901234 0.0011448399257458766 0.0012632096606067225 0.0011360682632711719 0.0012285100487501302 0.0016586637286599704 0.0013588463016613863 0.0011592803962210954 0.0014043846043172376 0.0014030647920161296 0.0012014697801274732 0.0015756922554992702 0.0019915283377984769 0.0010041257048774019 0.0011273968130840507 0.001233745142975807 0.0011152726183898953 0.0010008907491051459 0.0019257838569828297 0.0010011796892832013 0.0018234301714217804 0.0010677488401258373 0.0011598622965625083 0.0010837388549562732 0.0010128343979537158
leaf_count=53 101 477 201 76 40 90 142 107 150 92 330 161 97 77 34 46 115 59 167 125 90 64 50 177
internal_value=0 1.46399e-05 5.35538e-05 9.08177e-05 3.22129e-05 6.87223e-05 0.000111684 0.000149953 2.00469e-05 0.00044831 5.79048e-05 -7.36775e-05 -0.000155863 -7.16655e-05 -0.000150007 -4.64523e-05 -0.000151037 7.44887e-05 0.000286071 0.000582815 0.000816546 0.00108355 0.000781396 -0.000726476
internal_weight=0 0.0313073 0.0299367 0.0286735 0.0256216 0.0244855 0.0231267 0.0219674 0.0153039 0.00666344 0.00323436 0.0139009 0.0119094 0.010505 0.00950084 0.0082671 0.00715182 0.0051381 0.0040107 0.00305194 0.00342908 0.00222761 0.00208492 0.00201373
internal_count=3121 3020 2967 2490 2289 2088 1998 1856 1240 616 370 1090 929 822 725 691 645 353 276 201 246 154 217 292
is_linear=0
shrinkage=0.00140032


Tree=1681
num_leaves=25
num_cat=0
split_feature=14 1213 1374 1456 128 453 0 13 124 13 4 3 12 1 12 3 13 12 52 15 15 3 403 16
split_gain=0.000544737 0.000434064 0.000442226 0.000440345 0.000358711 0.000376912 0.000381551 0.000291062 0.000378624 0.000322962 0.000297015 0.000439781 0.00031137 0.000769085 0.000451271 0.000395024 0.000318469 0.000313873 0.000335596 0.000196828 0.000444182 0.00030672 0.000164839 0.000135376
threshold=0.076175000000000007 -1.0000000180025095e-35 -0.094929999999999987 -1.0000000180025095e-35 0.086435000000000012 1.0000000180025095e-35 -0.23091999999999999 -0.53104499999999988 -0.043384999999999993 -0.42195999999999995 -0.46376499999999993 -0.15956499999999998 0.092355000000000007 0.122185 0.088245000000000004 -0.086554999999999979 -0.099939999999999987 1.0000000180025095e-35 0.077655000000000016 -0.10324499999999999 -0.094549999999999981 0.10542000000000001 0.084620000000000015 -0.014034999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 5 6 -5 -8 -9 -10 -11 -12 14 15 16 -14 -13 18 19 -18 -21 -22 23 -16
right_child=-2 2 3 4 -6 -7 7 8 9 10 11 12 13 -15 22 -17 17 -19 -20 20 21 -23 -24 -25
leaf_value=-0.00077225628481772347 -0.00096661575426284661 -0.00072505936468398105 -0.00079814636781014965 0.00096168638742410713 -0.00063620521291683362 -0.00055787709781042125 -0.00053135061060511084 0.00090381698933855118 0.00087016559065198988 -0.00046104674561589179 0.00095755491063103076 0.00075726975151556178 -0.00023054172241190635 0.00073476017552785201 8.9199848143080789e-05 -0.0013004004940223178 -0.00051790362699959732 -0.00063275253191632131 0.00075893232901017406 0.00080996859057231034 -0.00074224467833640092 0.00024428924313825949 0.0010515970329607802 0.00077784259954615865
leaf_weight=0.0012893448059595461 0.0011318621344127413 0.0013483559179476847 0.0010391275926426987 0.0012409997687114959 0.0011437556910584004 0.0013387939317788247 0.0011210909047978312 0.0014034341162984651 0.0011579697134313982 0.0016411342187598798 0.0012641575370145207 0.0010745855434811571 0.0018894133027749227 0.0011545973334294857 0.0011881456895883602 0.0010544105832412378 0.0014128283346505344 0.001494066201715355 0.0011667562473901549 0.0011670482231238566 0.0012093551020484952 0.0012637478018291404 0.001228482875823389 0.0010584150992527528
leaf_count=477 101 53 241 47 130 75 33 207 63 144 75 72 108 45 195 375 68 391 33 18 52 19 25 74
internal_value=0 2.27901e-05 5.80642e-05 9.61675e-05 0.000131008 0.00016538 0.000205408 0.000164512 0.000200251 0.000151908 0.00010874 0.000161792 0.00010031 -0.000233844 0.000211983 -0.000613741 4.30696e-05 -5.64234e-05 8.20188e-05 -7.42837e-05 9.78957e-05 -0.000238129 0.000639167 0.000413638
internal_weight=0 0.03035 0.0290607 0.0277123 0.0266732 0.0255294 0.0241906 0.0229496 0.0218285 0.0204251 0.0192671 0.017626 0.0163619 0.00409842 0.0122634 0.00294382 0.00878839 0.0077138 0.00621974 0.00505298 0.00364015 0.0024731 0.00347504 0.00224656
internal_count=3121 3020 2543 2490 2249 2119 2044 1997 1964 1757 1694 1550 1475 528 947 483 653 581 190 157 89 71 294 269
is_linear=0
shrinkage=0.00140032


Tree=1682
num_leaves=24
num_cat=0
split_feature=14 1213 1374 457 3 484 453 128 124 4 1 49 15 2 0 2 0 403 43 4 15 4 3
split_gain=0.000619031 0.000468847 0.000488877 0.000507586 0.000399397 0.000373797 0.000313774 0.000347045 0.000317192 0.000321016 0.000282828 0.000267602 0.000566254 0.000392036 0.00046543 0.000602094 0.000435415 0.000247976 0.000336081 0.00021954 0.000216353 0.000181488 3.92669e-05
threshold=0.076175000000000007 -1.0000000180025095e-35 -0.094929999999999987 0.080930000000000016 0.30112000000000005 -1.0000000180025095e-35 1.0000000180025095e-35 0.086435000000000012 -0.043384999999999993 0.40473500000000007 0.086105000000000015 0.10595500000000001 -0.10324499999999999 0.092875000000000013 0.062580000000000011 0.11093500000000002 -0.10011499999999998 0.092070000000000013 -0.074359999999999996 0.053180000000000012 1.0000000180025095e-35 -0.083644999999999983 0.0068900000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 -4 7 8 -7 11 -5 12 -10 16 20 -16 19 18 21 -14 -15 -18 -11
right_child=-2 2 3 10 -6 6 -8 -9 9 22 -12 -13 13 14 15 -17 17 -19 -20 -21 -22 -23 -24
leaf_value=-0.00092171527394147696 -0.0011757196741339565 -0.00087696043137964813 -0.00079098087541024792 0.00013326367924618854 0.0010501238447839425 0.001030405086757923 -0.0007682815568224936 -0.0008016282772146761 -0.00094164205937872331 0.00092669266243638592 0.0011281536340709448 0.00068300459009477065 0.00025491837051165079 -0.00021765292051518402 -0.00035194082401218219 0.0011732133177853254 0.00072022739945197794 0.00067279882891401106 -0.00073351501523960928 0.0011684174285007938 -0.0011338508380308507 -0.00011764989919908138 0.00047580444044651723
leaf_weight=0.0013294221295965794 0.0011847540379088519 0.0013901109155867166 0.0015051857276961031 0.0012741408319145711 0.0010177859598701202 0.0010319707104283473 0.0011899823445078441 0.001100817560220956 0.0016628385249415232 0.0010707297290785947 0.0019408354193241606 0.0015323228753362497 0.0011842012969935827 0.0012173009450194847 0.0019854785203552439 0.001073508710975335 0.0010848561387142297 0.001272957220280091 0.0016735953476983111 0.0017618534167880284 0.0016133633881987297 0.0019409230106460741 0.0010107241807078005
leaf_count=477 101 53 440 76 116 151 60 123 94 90 125 134 30 172 69 28 52 39 319 26 124 195 27
internal_value=0 3.20873e-05 7.3613e-05 0.000118951 4.27114e-05 1.55434e-06 5.25173e-05 9.64799e-05 0.000143299 9.77182e-05 0.000733865 2.71891e-05 -3.38229e-05 6.81189e-05 -0.000260385 0.000183291 0.000285061 3.04455e-05 -0.000143554 0.000801226 -0.000739848 0.000182761 0.000707748
internal_weight=0 0.0318649 0.0305355 0.0291454 0.0259304 0.0249126 0.0234074 0.0222174 0.0211166 0.0200847 0.00321498 0.0180032 0.0164709 0.014808 0.00588965 0.00305899 0.00891839 0.00597233 0.00469937 0.00294605 0.00283066 0.00302578 0.00208145
internal_count=3121 3020 2543 2490 2289 2173 1733 1673 1550 1399 201 1282 1148 1054 393 97 661 605 566 56 296 247 117
is_linear=0
shrinkage=0.0016407


Tree=1683
num_leaves=15
num_cat=0
split_feature=128 133 0 4 157 52 14 2 1 15 2 3 16 52
split_gain=9.75818e-05 0.00013171 0.000123924 0.000130213 0.000191413 0.000172772 0.000144644 0.000194938 0.000201627 0.000166601 0.000173502 0.000274016 0.000153305 0.00010573
threshold=1.0000000180025095e-35 0.10622000000000002 -0.0058249999999999994 -0.064804999999999988 -0.077234999999999984 0.077655000000000016 -1.0000000180025095e-35 0.089775000000000008 0.13021500000000003 -0.10324499999999999 0.092875000000000013 0.095270000000000007 -0.056919999999999991 0.096795000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 5 -5 -1 -6 8 12 -9 -11 -12 -8 -4
right_child=-2 -3 13 4 6 -7 7 9 -10 10 11 -13 -14 -15
leaf_value=-0.0020648204147710931 -0.0015567415149120472 -0.0016553041224014414 0.00032350870649880826 0.0021692459237188763 -0.0018449894009737184 0.00047608422058434722 -0.00049448916723650294 0.0024681578283177121 0.0011364625521650695 0.0019151610904585487 -0.0021738656954344991 0.0012217046394267374 -0.0029586185488815818 0.0023276511346838479
leaf_weight=0.001656423483938259 0.0010191979843958135 0.0010892915215798262 0.0016566800280574138 0.00120369107139054 0.0010004207408398367 0.0012237429979765624 0.0019420403422789334 0.0013011772258474247 0.0012271423862627862 0.0012285620957157711 0.0012227782065624276 0.0012785770512855343 0.0010090088220329752 0.0011892588384116443
leaf_count=285 231 389 250 283 84 383 201 175 49 86 300 85 270 50
internal_value=0 7.38419e-05 0.000183737 -1.08421e-05 0.000235043 -0.000985225 7.00692e-06 0.000208192 -0.000610549 0.000888135 0.000336946 -0.000438207 -0.00133701 0.001161
internal_weight=0 0.0182288 0.0171395 0.0142936 0.0114134 0.00288017 0.0102097 0.00920929 0.00417819 0.00503109 0.00372992 0.00250136 0.00295105 0.00284594
internal_count=3121 2890 2501 2201 1533 668 1250 1166 520 646 471 385 471 300
is_linear=0
shrinkage=0.00512831


Tree=1684
num_leaves=15
num_cat=0
split_feature=147 11 52 52 403 0 16 0 2 1 160 1 1 2
split_gain=9.08622e-05 0.000119796 9.75974e-05 0.000154778 0.000135405 0.000159704 0.000276253 0.000206949 0.000152649 0.000251366 9.11179e-05 8.88214e-05 4.6436e-05 3.33978e-05
threshold=0.087350000000000025 0.081790000000000015 0.19022000000000003 0.11008000000000001 0.096440000000000012 -0.077999999999999986 0.15891500000000003 -0.10096999999999999 0.11215000000000001 0.094385000000000011 0.083670000000000008 1.0000000180025095e-35 0.078340000000000007 0.083215000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 7 12 8 9 10 13 -8 -7 -1
right_child=-2 -3 -4 -5 -6 6 11 -9 -10 -11 -12 -13 -14 -15
leaf_value=0.0010571412609189429 0.0017148440586511901 -0.0018607474729588121 -0.0015366497890426764 0.0020523309147179557 -0.0021369148375602665 0.0016258757271554979 0.00077002134382604952 -0.002364883931901699 -0.0015525209536758706 0.0023078680565823363 -0.0018592641158900651 -0.001479538431573491 0.0033724473156048233 -0.0004730124156088939
leaf_weight=0.0010277789369066426 0.0010383553517362689 0.0013128414427545634 0.0013306575798604217 0.0014160927883416228 0.0010229835682954444 0.0010239042357245163 0.0012807655696136649 0.0015331727404941098 0.0015698139015669355 0.0019161014976372126 0.0010877859590040506 0.0012542527340859699 0.0011863683085171634 0.0010321894206173354
leaf_count=30 146 172 338 178 199 148 142 1020 111 100 66 136 259 76
internal_value=0 -0.000113155 2.43778e-05 0.000159689 -3.26419e-05 0.000134072 0.00101073 -0.000375304 8.45276e-05 0.000592019 -0.000452453 -0.000342995 0.00256335 0.000290426
internal_weight=0 0.0179947 0.0166819 0.0153512 0.0139351 0.0129121 0.00474529 0.00816684 0.00663367 0.00506386 0.00314775 0.00253502 0.00221027 0.00205997
internal_count=3121 2975 2803 2465 2287 2088 685 1403 383 272 172 278 407 106
is_linear=0
shrinkage=0.00600863


Tree=1685
num_leaves=14
num_cat=0
split_feature=4 43 13 13 16 12 0 151 160 2 160 151 13
split_gain=8.5205e-05 0.000176367 0.000192656 0.000146759 0.000247742 0.000170537 0.000205078 0.000142076 0.000256116 0.00024621 0.000112565 0.000108364 0.000105307
threshold=-0.51843499999999987 -0.27207999999999993 0.11217000000000001 -0.39067499999999994 0.15891500000000003 0.092355000000000007 -0.070154999999999981 -0.0083949999999999979 -1.0000000180025095e-35 0.088225000000000012 1.0000000180025095e-35 -0.086824999999999986 -0.048784999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 5 6 7 11 -9 12 -11 -5 -10
right_child=1 2 -4 4 -6 -7 -8 8 9 10 -12 -13 -14
leaf_value=-0.0013597845121622956 -0.0017749163560796613 0.001552749338026724 0.0020981638533128792 0.00020776092405640339 -0.0021897737571008971 -0.0012744819959890834 0.0022626960511613354 -0.0014200399393235453 0.0010402386577183515 0.0030130102973164275 0.00092821743096773151 -0.0019359551278127869 -0.0011827504398155928
leaf_weight=0.0011549651557904985 0.001255357792421692 0.0015453677564030406 0.0013200826587381467 0.0011596864008995844 0.0013619400516278338 0.0019490651152936087 0.0013254602068727426 0.0014200595894154414 0.00100240305579516 0.0015181284512195692 0.0012354053833404377 0.0013329825394593235 0.0012711359501355254
leaf_count=65 134 138 87 168 389 566 171 419 255 137 94 177 321
internal_value=0 7.78577e-05 0.000219321 5.53021e-05 -0.00011515 0.000116178 0.000380222 0.000101117 0.000503111 0.00104637 0.00207764 -0.000938615 -0.000202635
internal_weight=0 0.0176971 0.0164417 0.0151216 0.0135763 0.0122143 0.0102653 0.0089398 0.00644713 0.00502707 0.00275353 0.00249267 0.00227354
internal_count=3121 3056 2922 2835 2697 2308 1742 1571 1226 807 231 345 576
is_linear=0
shrinkage=0.00512831


Tree=1686
num_leaves=15
num_cat=0
split_feature=4 15 48 16 151 40 47 15 3 4 0 13 13 3
split_gain=8.27265e-05 0.00010501 0.000102521 0.00020146 0.000144387 0.000136919 0.000170101 0.000233539 0.000185539 0.000137756 0.000124496 0.000211917 0.000129771 8.78099e-05
threshold=0.27287000000000006 -0.11713499999999999 0.082620000000000013 -0.094359999999999986 -0.039414999999999999 -0.061244999999999994 0.09550500000000002 -0.0088349999999999974 0.10732000000000001 -0.27825499999999997 -0.060129999999999996 -0.0034749999999999994 -0.086589999999999986 0.11296500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 5 -4 -5 -3 7 -7 9 -9 11 12 -11 -2
right_child=13 2 3 4 -6 6 -8 8 -10 10 -12 -13 -14 -15
leaf_value=-0.0015782553848727578 0.0016239467850587804 -0.0018178215870996569 -0.0011899439068180538 0.0027789902421909811 0.00050122835845257323 -0.0022679262792403916 0.0014717416589061431 -0.0018705360325835538 0.0019036731934542477 -0.00081417969646936466 0.0015039943718823704 -0.0020630923326160908 0.001475800739791938 -0.00023439481113657646
leaf_weight=0.0011433944504169154 0.0014319473906715284 0.0012405025111301713 0.0010690088040560264 0.0010461446451168754 0.0019119729414748812 0.0013033149877210585 0.0014605701124768009 0.0011449138044801197 0.0010606252047562492 0.0010930667500686506 0.0010813788035743963 0.0012337355594105731 0.0013363254524868251 0.0010865720581385852
leaf_count=212 236 68 67 131 188 568 117 142 53 228 78 285 632 116
internal_value=0 -0.000138392 -2.85015e-05 0.000644008 0.00130676 -0.000275733 -7.88028e-05 -0.000353198 5.86411e-06 -0.000335912 3.44134e-05 -0.000399416 0.00044546 0.000822197
internal_weight=0 0.016125 0.0149816 0.00402713 0.00295812 0.0109544 0.00971393 0.00825336 0.00695005 0.00588942 0.00474451 0.00366313 0.00242939 0.00251852
internal_count=3121 2769 2557 386 319 2171 2103 1986 1418 1365 1223 1145 860 352
is_linear=0
shrinkage=0.00492917


Tree=1687
num_leaves=14
num_cat=0
split_feature=42 43 4 12 12 2 3 3 1375 0 1 0 15
split_gain=8.35657e-05 0.000129804 0.000189453 0.000109519 0.000249559 0.000137366 0.00030613 0.000269655 0.000233896 0.000172043 0.000148787 0.000144432 6.2959e-05
threshold=-0.11466499999999999 -0.17390999999999998 -0.49013999999999996 0.10345000000000001 0.092355000000000007 0.088225000000000012 -0.015584999999999998 -0.078934999999999991 -0.012484999999999998 -0.082184999999999994 0.093575000000000019 -0.10224499999999999 -0.074054999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 5 7 9 -4 -8 -7 -10 -9 -12
right_child=1 2 3 -5 -6 6 8 11 10 -11 12 -13 -14
leaf_value=-0.0014496014553889241 0.0014835124480950242 -0.002462305845155542 -0.0027949045153398875 0.0016442749411428315 -0.0022419953848986591 0.00098245498845148669 0.002179864810220057 -0.00091148883768750466 -0.0026571209418995191 0.0039565048290713225 0.00056516039313475315 0.001760753864295226 -0.0010917623057732611
leaf_weight=0.0012064767213189878 0.0019104556326361407 0.001001626255518139 0.0012715574786160743 0.0013115593027423636 0.0015033030969949382 0.0014593929778797532 0.0010868642837271736 0.001333703126823238 0.0010132013386112693 0.0010888152852506702 0.0017092862880083715 0.0012619959297781374 0.0012900889363804957
leaf_count=171 144 157 803 248 483 257 29 86 80 192 182 190 99
internal_value=0 9.18015e-05 -8.16206e-05 8.47852e-05 -7.23304e-05 0.000210925 0.000650691 -0.000658729 -0.000150101 0.00225323 -0.000781206 0.000387722 -0.000147514
internal_weight=0 0.0172418 0.0153314 0.0143298 0.0130182 0.0115149 0.00764765 0.00386726 0.00509944 0.00254821 0.00401258 0.0025957 0.00299938
internal_count=3121 2950 2806 2649 2401 1918 839 1079 390 449 361 276 281
is_linear=0
shrinkage=0.00566207


Tree=1688
num_leaves=14
num_cat=0
split_feature=147 484 15 11 0 3 1 15 2 4 4 43 1
split_gain=8.00074e-05 0.000121126 0.00010477 0.000175509 0.000105103 0.000133005 0.000224682 0.00032707 0.000141333 0.00012826 0.000123551 0.000119711 8.38824e-05
threshold=0.087350000000000025 -0.0068949999999999992 -0.24436499999999997 0.079915000000000014 0.010870000000000003 0.097915000000000016 1.0000000180025095e-35 0.083935000000000023 0.089775000000000008 0.033845000000000007 -0.49405499999999997 -0.074359999999999996 0.09253500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 6 7 -4 11 -7 -6 -8 -13
right_child=-2 2 3 -5 10 9 8 -9 -10 -11 -12 12 -14
leaf_value=-0.0021091973846830763 0.0016735996168145764 0.0017599270955753895 -0.0040241363682004738 -0.0025834708348475895 -0.00013364928239888746 0.00017602075817366655 0.001543758983853708 0.0003292453775755066 0.0024484619177525318 -0.0024645152662778158 0.0025420220412280614 0.00043873281276879817 -0.0018556099090038956
leaf_weight=0.0010645174132129535 0.0010033979904623671 0.0012098199324387443 0.0010070157965617159 0.0010090672430527201 0.0013239203031973901 0.0012013303533562345 0.0016935330400446036 0.0018195237407134246 0.0015823371883008086 0.0016264615515431124 0.0012701269225949838 0.0013482531005186149 0.001076445117034433
leaf_count=486 146 222 596 151 61 79 206 603 115 49 77 198 132
internal_value=0 -0.000106703 2.51443e-05 -0.000115167 6.33905e-05 -0.000190888 0.000191092 -0.00122174 0.000891623 -0.00134274 0.00117644 0.000293443 -0.000579841
internal_weight=0 0.0172324 0.0161678 0.014958 0.0139489 0.0113549 0.00852711 0.00282654 0.00570057 0.00282779 0.00259405 0.00411823 0.0024247
internal_count=3121 2975 2489 2267 2116 1978 1850 1199 651 128 138 536 330
is_linear=0
shrinkage=0.0061288


Tree=1689
num_leaves=23
num_cat=0
split_feature=1213 14 1374 44 128 124 457 484 15 151 1 16 12 47 52 133 1 43 4 4 3 4
split_gain=0.000537264 0.000410776 0.000437119 0.000326369 0.000339385 0.00047133 0.000296259 0.000347479 0.000339763 0.000187812 0.000294991 0.000526116 0.000352673 0.000303136 0.000462062 0.000428274 0.000332157 0.000290127 0.000476713 0.000249285 0.000128881 9.78247e-05
threshold=-1.0000000180025095e-35 0.062655000000000016 -0.094929999999999987 1.0000000180025095e-35 0.086435000000000012 -0.043384999999999993 0.080930000000000016 -1.0000000180025095e-35 -0.23909999999999995 0.050660000000000004 0.12811000000000003 0.51524500000000006 0.10711000000000002 0.092530000000000015 -0.10925999999999998 0.091410000000000005 0.096125000000000016 -0.08287499999999999 -0.077834999999999988 -0.0029599999999999995 0.090900000000000009 0.15285000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 -4 7 -7 -9 10 12 -12 13 14 -10 17 -15 -16 -19 -20 -8 -21
right_child=1 -3 3 -5 -6 6 20 8 9 -11 11 -13 -14 16 15 -17 -18 18 19 21 -22 -23
leaf_value=-0.00094804770421144039 -0.00081620866494055012 -0.00089435299673511106 0.00096738460448305688 -0.00070746785123395445 -0.00067897774936871279 -0.00073148589445795555 0.00028895799642912812 0.00078060013298245946 -0.00075281560822170162 -0.00053151338965265352 0.0012684210434298164 -0.00017657598523543658 -0.00079129587979345436 0.00018945468264041276 0.00092418364897596701 -0.00036550488538990717 -0.00094290807107241868 -0.00044961898321487691 0.00096688513928447784 -9.8209943641311081e-05 0.0009667104692168858 0.00051854941712833294
leaf_weight=0.0012694300230022262 0.0011635085330521369 0.0010008394003140344 0.0014682751443619571 0.0010256726099484572 0.0010480495235563317 0.0011265089056264463 0.0013136055455071341 0.0014429289544331042 0.0010044297127020591 0.0011240232693996424 0.0011331389832864866 0.0010128563030775695 0.0010860815779397412 0.0010336387119695986 0.001955300280122918 0.0017119024917136016 0.0011746784443618097 0.001433353468119675 0.0016306177989067697 0.0010781863321583061 0.0010894103668066535 0.0011055473965493334
leaf_count=491 53 90 224 60 147 396 99 141 220 69 45 9 107 70 126 234 57 172 130 95 52 34
internal_value=0 2.16474e-05 5.66898e-05 9.73177e-05 0.000131751 0.000168815 0.000114168 5.33712e-05 0.000102691 4.33498e-05 8.54182e-05 0.000586418 4.05253e-06 7.52793e-05 0.000183959 0.000289504 -0.000412887 0.000445176 0.000266697 0.000535874 0.000596218 0.000214034
internal_weight=0 0.0271626 0.0261617 0.0249982 0.0239725 0.0229245 0.0214562 0.0190532 0.0179267 0.0164838 0.0153597 0.002146 0.0132137 0.0121277 0.00991934 0.00891491 0.00220832 0.00720301 0.0052477 0.00381435 0.00240302 0.00218373
internal_count=3121 2630 2540 2487 2427 2280 2056 1905 1509 1368 1299 54 1245 1138 1011 791 127 557 431 259 151 129
is_linear=0
shrinkage=0.00145689


Tree=1690
num_leaves=15
num_cat=0
split_feature=403 403 42 39 13 4 133 157 150 16 1 48 43 16
split_gain=7.62319e-05 0.000112024 0.000114164 0.000211662 0.000143399 0.000182152 0.000166184 0.000123042 0.000124828 0.000246648 0.000195354 0.000163724 0.000156204 7.72408e-05
threshold=0.096440000000000012 0.03138500000000001 -1.0000000180025095e-35 0.0046100000000000004 0.11217000000000001 -0.064804999999999988 0.061605000000000007 -0.062424999999999994 -1.0000000180025095e-35 -0.056919999999999991 0.092390000000000014 0.085325000000000012 -0.036954999999999995 0.029300000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 6 13 -7 -9 10 -10 -12 -11 -4
right_child=-2 -3 4 -5 -6 7 -8 8 9 12 11 -13 -14 -15
leaf_value=-0.0033375467886388884 -0.0015424902034283767 0.0019183885806282059 -0.0010775511758622904 0.00053945258150473862 0.0020878990227611682 0.0023808494767539701 0.0006486883004874057 -0.0017870919654260754 -0.00044622216246892847 0.00053409093667003177 0.0032889362447747323 0.00059335856154128547 -0.0026246516389795264 -0.0033203311936435098
leaf_weight=0.0010018051969484824 0.0011004936078600749 0.0011287824349514716 0.0011119377605789378 0.0010322393125492546 0.001259001549145323 0.0010022241932378393 0.0011140807579709811 0.0010474144177320972 0.0017475273859004908 0.0010261463294620361 0.0017586163783835686 0.0015137196141044168 0.0012583073265407547 0.0011056857438038747
leaf_count=620 233 143 215 63 74 310 244 109 207 284 208 109 102 200
internal_value=0 8.9013e-05 -4.02194e-05 -0.00137004 0.000153756 -3.82002e-05 -0.00124462 0.000391506 0.00015278 0.000430952 0.0011758 0.00204201 -0.00120579 -0.00219578
internal_weight=0 0.0171075 0.0159787 0.00203404 0.0139447 0.0126857 0.0033317 0.00935396 0.00835173 0.00730432 0.00501986 0.00327234 0.00228445 0.00221762
internal_count=3121 2888 2745 683 2062 1988 659 1329 1019 910 524 317 386 415
is_linear=0
shrinkage=0.00600863


Tree=1691
num_leaves=13
num_cat=0
split_feature=41 2 484 457 52 52 160 133 2 3 16 12
split_gain=6.85156e-05 0.000113454 7.25709e-05 0.000107049 0.00010131 0.000264111 0.000131091 0.000156666 0.000191014 0.000241261 0.000244291 7.04592e-05
threshold=0.079885000000000025 -0.0091949999999999983 -0.0068949999999999992 -0.0029299999999999994 -0.081429999999999989 -0.24164999999999998 -0.079279999999999975 -1.0000000180025095e-35 0.11389000000000002 -0.08824499999999999 -0.10850999999999998 0.084290000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 5 -5 -6 -8 9 -9 -11 -12
right_child=-2 2 3 4 6 -7 7 8 -10 10 11 -13
leaf_value=0.0019242044502272993 -0.0015027315670467401 -0.0015735039926229747 -0.001703252509871444 -0.00060965021696483823 -0.0015499936876607939 0.0027008179324325711 -0.0014366896505711578 -0.00061716933120485368 -0.0013708171102966235 0.0041203423159289444 0.0017368404919266415 -0.00025691163688604582
leaf_weight=0.0010834614796931428 0.001005657766316225 0.0010105900029401425 0.0011088427668389808 0.0016278604485232759 0.001765125379648542 0.0017198336215024481 0.0016275249492496997 0.0019382056334541486 0.0013848275485662045 0.0012102386351839356 0.0014685048861426981 0.0010584425686797072
leaf_count=159 133 486 148 304 390 220 574 157 178 74 56 242
internal_value=0 7.96914e-05 -4.584e-05 5.77082e-05 0.000199197 0.00109106 -8.64354e-05 0.000210922 0.00059073 0.00106936 0.00194404 0.000901733
internal_weight=0 0.0170035 0.01592 0.0149094 0.0138006 0.00334769 0.0104529 0.00868774 0.00706022 0.00567539 0.00373719 0.00252695
internal_count=3121 2988 2829 2343 2195 524 1671 1281 707 529 372 298
is_linear=0
shrinkage=0.00589082


Tree=1692
num_leaves=26
num_cat=0
split_feature=1213 14 1374 160 128 4 47 52 124 2 16 13 0 3 48 12 13 47 47 13 12 52 2 1 2
split_gain=0.000717248 0.000613595 0.000561389 0.00050883 0.000438954 0.000393284 0.000439698 0.0005521 0.000479843 0.000346826 0.000377383 0.000369849 0.000463128 0.000471107 0.000360549 0.000307284 0.000552278 0.000262598 0.000531639 0.000263626 0.000259031 0.000282829 0.000199102 0.000173147 0.000137025
threshold=-1.0000000180025095e-35 0.076175000000000007 -0.094929999999999987 -0.40698999999999991 0.086435000000000012 -0.52556499999999995 1.0000000180025095e-35 0.091275000000000009 -1.0000000180025095e-35 0.079055000000000014 -0.078464999999999993 -0.39067499999999994 -0.22491999999999998 0.013900000000000001 0.086260000000000017 0.092355000000000007 0.10591500000000001 0.13148500000000005 0.10980000000000002 -0.0090849999999999976 0.088930000000000023 0.084960000000000022 0.092235000000000025 0.11181500000000001 0.090545000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 5 -5 8 17 -7 10 -10 -11 14 15 -13 20 -17 18 19 -8 21 24 -22 -15 -14
right_child=1 -3 3 4 -6 6 7 -9 9 11 -12 12 13 23 -16 16 -18 -19 -20 -21 22 -23 -24 -25 -26
leaf_value=-0.0010524040397569302 -0.00086043133047659654 -0.0011087688994091459 -0.0008695069463096818 -0.00069058556889413781 -0.00076255168430657059 0.0013013701042588911 -0.00096676894081634802 0.00084198156095848398 0.0012184664889750634 0.00087740326905569245 0.00011105887242176614 0.001259896754125111 -3.626007485338042e-05 -0.0009995107792926661 6.9767702806340575e-05 -0.001137455771477667 0.0004569517655592277 -0.00088001705050175304 0.00073519271116593448 -7.6204869577961806e-05 0.00028050735406256902 -0.00061355962237178362 0.0011689635354639499 -0.0001880575187720749 0.0007330004793536923
leaf_weight=0.0015376802295782302 0.001479298004371187 0.0010949904745052299 0.0012019679909461836 0.0011402242036355715 0.0011870165861536655 0.0012163020328089099 0.001332687589064685 0.0012616787529413642 0.0018176868939820401 0.0016845587036433624 0.0012355691366546821 0.0013185505382011737 0.0010614456888493329 0.001336260950992596 0.0011298346620378652 0.0010610162404329493 0.0010170956475943349 0.0013622911812376515 0.0012885344982864755 0.0019676010448916861 0.0012135050011106152 0.0010360591281690645 0.0011982726905581664 0.0011868152810312615 0.0011565838252219351
leaf_count=491 53 87 202 45 136 203 108 61 112 74 147 45 260 64 18 334 73 32 87 51 80 137 53 31 137
internal_value=0 2.85951e-05 6.89113e-05 0.000115654 0.00015763 0.000198051 0.000237199 -8.70051e-05 0.000362452 0.00029702 0.000770329 0.000196663 0.000106478 -3.76109e-05 0.000710698 0.000151426 -0.000357101 -0.000283957 -0.000107004 -0.000435823 0.000337943 5.33496e-05 0.00072193 -0.000617816 0.000364868
internal_weight=0 0.0319858 0.0308909 0.0294116 0.0282096 0.0270226 0.0258823 0.00721279 0.0186696 0.0174533 0.00305326 0.0144 0.0127154 0.0102671 0.00244839 0.00774398 0.00207811 0.00595111 0.00458882 0.00330029 0.00566587 0.00325409 0.00241178 0.00252308 0.00221803
internal_count=3121 2630 2543 2490 2288 2152 2107 339 1768 1565 259 1306 1232 1169 63 1074 407 278 246 159 667 534 133 95 397
is_linear=0
shrinkage=0.00154607


Tree=1693
num_leaves=13
num_cat=0
split_feature=1 15 2 3 16 13 2 2 2 0 43 16
split_gain=7.39858e-05 0.000134634 0.000134251 0.000305551 8.50601e-05 0.000163043 0.000122047 0.000137093 0.000138263 0.000114338 0.000108266 3.02374e-05
threshold=0.104035 -0.016799999999999995 1.0000000180025095e-35 0.10893000000000001 0.19444000000000003 0.021350000000000004 0.084245000000000014 0.089775000000000008 0.092875000000000013 0.14486500000000005 -0.0030899999999999994 -0.095094999999999985
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 -2 -4 5 6 10 -8 -9 -6 -1 -10
right_child=1 -3 3 -5 9 -7 7 8 11 -11 -12 -13
leaf_value=0.002001046703094431 -0.0011636945664408318 0.0017058822107233246 0.0029754083480241947 -0.00068208883415120402 -0.00058726098260328122 -0.0021814074965970376 -0.0022210877455745926 0.0010092788318676791 -0.0017943271949179729 0.0020320636552062701 -0.00029916357784794877 -0.00044924299290673001
leaf_weight=0.0012212590166462839 0.0019598040392145785 0.001893592790410791 0.0011341971197749851 0.0018548561857744672 0.0010170187779901191 0.0015099767205483672 0.0013173963531304261 0.0017396444381357345 0.0010212938250956372 0.001037279437078098 0.0013035593214879571 0.0010387970339789943
leaf_count=404 200 154 189 148 300 276 640 193 143 19 177 278
internal_value=0 0.000447085 -3.45717e-05 0.00070575 -0.000285463 -0.000514594 -0.000185248 -0.000678012 -0.000143016 0.000735318 0.000813452 -0.00111607
internal_weight=0 0.00684245 0.00494886 0.00298905 0.0112062 0.00915193 0.00764195 0.00511713 0.00379974 0.0020543 0.00252482 0.00206009
internal_count=3121 691 537 337 2430 2111 1835 1254 614 319 581 421
is_linear=0
shrinkage=0.00555105


Tree=1694
num_leaves=23
num_cat=0
split_feature=1213 14 1374 44 457 3 1 124 123 484 4 0 474 3 52 52 403 1 0 0 15 52
split_gain=0.000596765 0.000551406 0.00060027 0.000335762 0.000306175 0.000338641 0.000310379 0.000273506 0.000335708 0.000458367 0.000401672 0.000339149 0.000347097 0.000358611 0.000448466 0.000396991 0.000260036 0.000417493 0.000326448 0.000410368 0.000139405 5.89732e-05
threshold=-1.0000000180025095e-35 0.076175000000000007 -0.094929999999999987 1.0000000180025095e-35 0.080930000000000016 0.20828500000000003 0.083135000000000014 0.11040000000000001 0.083430000000000018 -1.0000000180025095e-35 -0.49405499999999997 0.041630000000000007 0.08214500000000001 0.088060000000000013 -1.0000000180025095e-35 0.091820000000000013 0.092070000000000013 0.077565000000000009 -0.10607499999999999 -0.077809999999999976 -0.095869999999999983 0.060015000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 7 -6 8 9 -4 -11 12 13 15 -15 16 17 -12 20 -20 -19 -16
right_child=1 -3 3 -5 6 -7 -8 -9 -10 10 11 -13 -14 14 21 -17 -18 18 19 -21 -22 -23
leaf_value=-0.00099347225154134203 -0.00097414632660665476 -0.0010931968664572404 -0.0010187915187195387 -0.00067920124722764075 -3.6275527358331511e-05 0.0009396606790563728 0.0010229925251739854 0.00076408317563185708 0.00085690347730872814 -0.00066391742247911699 -0.00051662349231662683 0.00071775839531060747 0.000896973421427635 -0.0012742084830295256 -0.00032197351338670872 -0.00064886066641449793 0.00091172918836251624 0.00036787402046591376 -0.00046414472076706267 0.00056254870505731077 0.0010984551725461279 0.00020292312219224591
leaf_weight=0.0014140107221360379 0.0012474785039202621 0.0010006727658522499 0.0010588446298748491 0.0011933369309389255 0.0010400373821184408 0.0010950747048188983 0.0018152483805309316 0.001240215928160592 0.0010777135640494947 0.0018157723529732472 0.001901474888144801 0.0018941816770168254 0.001013194310694355 0.0011375455146946933 0.0010386361782153139 0.001479149324025931 0.001121247904675827 0.0012144134099116854 0.001967391613626579 0.001765765064568936 0.0012847904383761488 0.0010083631208317456
leaf_count=491 53 87 416 60 70 116 128 25 156 106 384 71 169 21 27 334 51 28 140 144 30 14
internal_value=0 3.4781e-05 7.45114e-05 0.000122673 0.000159521 0.000100518 0.000637154 5.87839e-05 1.66864e-05 -2.9277e-05 2.69266e-05 0.000101478 2.33004e-05 -4.02971e-05 -0.000495915 9.48718e-05 0.000213735 0.000117517 0.000310991 2.14763e-05 0.000743451 -6.34065e-05
internal_weight=0 0.0294105 0.0284099 0.0271624 0.0259691 0.0231138 0.00285529 0.0220187 0.0207785 0.0197008 0.0186419 0.0168262 0.014932 0.0139188 0.00318454 0.0107342 0.00925508 0.00813384 0.00623236 0.00373316 0.0024992 0.002047
internal_count=3121 2630 2543 2490 2430 2232 198 2116 2091 1935 1519 1413 1342 1173 62 1111 777 726 342 284 58 41
is_linear=0
shrinkage=0.00154607


Tree=1695
num_leaves=14
num_cat=0
split_feature=12 48 2 159 50 40 1 0 2 2 150 4 0
split_gain=7.17184e-05 8.2616e-05 0.000163535 0.000142353 0.000105782 0.000126242 0.000170321 0.000133218 0.00024398 0.00015646 0.000164292 0.000128909 6.80045e-05
threshold=0.11650500000000001 0.12879500000000002 0.113445 0.091005000000000016 0.088425000000000017 -1.0000000180025095e-35 0.10920500000000001 -0.077999999999999986 0.08919500000000001 0.088475000000000012 0.08882000000000001 0.053180000000000012 -0.13843999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 -1 7 9 -9 11 -11 -7 -4
right_child=-2 -3 12 -5 -6 6 -8 8 -10 10 -12 -13 -14
leaf_value=-0.0015878823495316821 -0.0014904423682259493 -0.0014396545076574222 0.0026069164707973585 -0.0021377772970555429 -0.0015844520725686901 -0.0024864424585573554 0.0022783777845235562 0.0034408279573996054 -5.786457693485027e-05 0.0015845696875054626 -0.00129276688055922 0.00020148467100998004 0.00060268254765753738
leaf_weight=0.0011150572107560966 0.001065540928658292 0.0011499955519869145 0.0012044002177278579 0.001049314125357287 0.0011455031411615616 0.0015689620588193324 0.0015791307541574299 0.0010638616565014072 0.0019769835449934825 0.0019179758923440898 0.0010743711604531692 0.0010227604919252897 0.0011469167138950789
leaf_count=181 147 79 98 246 446 741 103 81 304 301 66 48 280
internal_value=0 8.49734e-05 0.000195486 -5.39857e-05 0.000121435 0.000294072 0.000499725 0.000174072 0.00116618 -0.000366186 0.000551492 -0.00142572 0.0016293
internal_weight=0 0.0170152 0.0158652 0.0135139 0.0124646 0.0113191 0.010204 0.00862491 0.00304085 0.00558407 0.00299235 0.00259172 0.00235132
internal_count=3121 2974 2895 2517 2271 1825 1644 1541 385 1156 367 789 378
is_linear=0
shrinkage=0.00589082


Tree=1696
num_leaves=25
num_cat=0
split_feature=128 14 51 1 44 124 50 48 3 1 0 150 12 3 0 4 129 3 15 4 1 15 11 2
split_gain=0.000523868 0.000429787 0.000461499 0.000474235 0.000683519 0.000505367 0.000495938 0.000525205 0.000406632 0.000440804 0.000419007 0.00042445 0.00040018 0.000307898 0.000484115 0.000369118 0.000339164 0.000301581 0.000313183 0.00028639 0.000308555 0.000204762 0.000155187 0.000148662
threshold=0.086435000000000012 0.076175000000000007 -0.40274499999999996 0.14000500000000002 1.0000000180025095e-35 -0.043384999999999993 0.10647500000000001 0.12737000000000001 -0.11255999999999998 0.077845000000000011 -0.23091999999999999 0.095950000000000021 0.10711000000000002 0.13524500000000003 -0.033209999999999996 -0.083854999999999985 1.0000000180025095e-35 -0.081234999999999988 0.090455000000000021 -1.0000000180025095e-35 0.092390000000000014 -0.095244999999999982 0.080455000000000013 0.10060500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 -4 7 8 9 23 -10 12 13 14 15 -12 17 -17 19 21 -21 -19 -11 -7
right_child=-2 -3 3 -5 -6 6 -8 -9 10 22 11 -13 -14 -15 -16 16 -18 18 -20 20 -22 -23 -24 -25
leaf_value=-0.00086813168693311723 -0.00087028834262448769 -0.0009091326120630168 0.00088146011454643216 0.00081483319090462799 -0.001134958664115539 -0.00037788305516760039 -0.00094962616199634783 -0.00087009263591092444 0.00065647879544564647 0.0012962773644989362 0.0008143825465184196 -0.00094397976549913474 -0.00075556118880278447 0.00067627985503395662 -0.00085909265551530869 -0.00071818129329613155 0.00075751375354866143 0.00071426748689720852 0.00063916096617562469 -0.0010814316957699888 -9.1015795708091819e-05 -0.00017724707300106288 0.0005853826307656673 0.00036172965120335896
leaf_weight=0.0011163751493911125 0.0014694124641575204 0.0010226533562796005 0.0015856852336920543 0.0017808948235108748 0.0010137725697063607 0.0010391790000321343 0.0010440926567757127 0.0011826317514120879 0.0019619816179101595 0.0011740391578894394 0.0013483637783634579 0.0010687624904542883 0.0013266608188018955 0.0016318370730505913 0.0012420433170431634 0.0014126505692018225 0.0010936132502828442 0.0010653702589097334 0.0013847299204772234 0.0010310810589021294 0.0018942097471972841 0.0011234660732116208 0.0014651811123389535 0.0012964732981615157
leaf_count=87 207 95 210 113 51 54 262 39 49 58 228 140 138 52 81 515 74 34 194 107 58 150 106 19
internal_value=0 1.97866e-05 5.1156e-05 8.63423e-05 3.89687e-05 8.40959e-05 3.30852e-05 7.6301e-05 0.000125913 0.000493652 2.1877e-05 -5.78192e-05 7.25527e-06 8.37632e-05 3.78451e-07 0.000103484 -2.96113e-06 -0.000108082 2.45346e-05 -0.000141885 -0.000440109 0.000256679 0.000901619 3.2661e-05
internal_weight=0 0.0313057 0.0302831 0.0291667 0.0273858 0.0263721 0.0247864 0.0237423 0.0225596 0.00497487 0.0175848 0.0156228 0.014554 0.0132274 0.0115955 0.0103535 0.00900512 0.00791151 0.00649886 0.00511413 0.00292529 0.00218884 0.00263922 0.00233565
internal_count=3121 2914 2819 2732 2619 2568 2358 2096 2057 237 1820 1771 1631 1493 1441 1360 1132 1058 543 349 165 184 164 73
is_linear=0
shrinkage=0.00145689


Tree=1697
num_leaves=23
num_cat=0
split_feature=1213 14 1374 457 403 13 0 124 484 1 12 0 131 13 48 13 52 2 1 16 0 0
split_gain=0.000629012 0.000562712 0.00039038 0.000391971 0.000336511 0.000457191 0.000376155 0.000295774 0.000332582 0.000379103 0.000634387 0.000525479 0.00049103 0.000264951 0.000297053 0.000342524 0.00026196 0.000454444 0.000182447 0.000170517 0.000170591 0.000159041
threshold=-1.0000000180025095e-35 0.076175000000000007 -0.094929999999999987 0.080930000000000016 0.03138500000000001 0.0015850000000000003 0.18019500000000002 -0.043384999999999993 -1.0000000180025095e-35 0.12811000000000003 0.11650500000000001 -0.050684999999999994 0.08844500000000001 -0.082014999999999991 0.086260000000000017 -1.0000000180025095e-35 0.11434500000000002 0.097845000000000015 0.083135000000000014 -0.056919999999999991 -0.10607499999999999 -0.10224499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 6 -6 7 -4 -9 10 12 -11 13 16 15 -15 17 -10 -5 21 -21 -17
right_child=1 -3 3 18 5 -7 -8 8 9 11 -12 -13 -14 14 -16 19 -18 -19 -20 20 -22 -23
leaf_value=-0.00095581080427271892 -0.00071928815256652777 -0.0010087765196978478 0.00051674306522484978 0.00013656590535711345 0.0008971765530857176 -0.00023311206815759591 0.00074818164318054322 -0.0008439484178892478 -1.0026070481715184e-05 0.0010181247156728799 -0.0012486355419876604 -0.00019401099629833373 -0.00097697491395414351 -0.00076949567910424021 -0.00073553582097503009 9.6395588546195125e-05 -0.00033282584640927017 0.0010792465535160907 0.00087703762782909307 0.00025380187273273938 -0.00051376663665614829 0.0007875501441259084
leaf_weight=0.001386711465445555 0.001233731555265293 0.0010291558604906817 0.0016111250595418477 0.0010871200902271552 0.0019751608604890716 0.0011581874496098266 0.0012174754365144027 0.0012141313183618571 0.0016726549905935429 0.0014265600205687345 0.0010262792315627886 0.0014935263204915996 0.001141568603931554 0.0010333932161696825 0.0014500050379835372 0.0017450164020402781 0.0010249971936272528 0.0014664077934476438 0.0018076076441265743 0.0011153464897120102 0.0012558300686556032 0.0011120870814954609
leaf_count=491 53 87 186 71 119 59 22 414 162 78 57 60 227 369 102 32 68 76 130 21 165 72
internal_value=0 2.86669e-05 6.64369e-05 0.000102294 4.27368e-05 0.000479385 -2.23943e-05 -6.98025e-05 -0.000121789 -7.01021e-05 -0.000167468 0.000398158 -8.22287e-05 3.77974e-06 -0.00015299 -1.80913e-05 0.000294112 0.000498826 0.000598952 0.000130427 -0.00015272 0.000365418
internal_weight=0 0.0292974 0.0282682 0.0270345 0.0241398 0.00313335 0.0210064 0.0197889 0.0181778 0.0169637 0.0140436 0.00292009 0.0130173 0.0118757 0.00771168 0.00626167 0.00416406 0.00313906 0.00289473 0.00522828 0.00237118 0.0028571
internal_count=3121 2630 2543 2490 2289 178 2111 2089 1903 1489 1351 138 1294 1067 761 659 306 238 201 290 186 104
is_linear=0
shrinkage=0.00142833


Tree=1698
num_leaves=25
num_cat=0
split_feature=1213 14 1374 44 457 3 124 123 48 0 159 42 133 52 3 43 0 15 3 47 2 1 13 12
split_gain=0.000572322 0.000442764 0.000561719 0.000479485 0.000408107 0.000454115 0.000301715 0.000422026 0.00045865 0.000530101 0.000480122 0.000500029 0.000449868 0.000562363 0.000324528 0.000450779 0.000368309 0.000464672 0.000414703 0.000331539 0.000251668 0.000235055 0.000230634 0.000150521
threshold=-1.0000000180025095e-35 0.076175000000000007 -0.094929999999999987 1.0000000180025095e-35 0.080930000000000016 0.20828500000000003 0.11040000000000001 0.083430000000000018 0.11951500000000001 -0.17169499999999996 -0.032739999999999991 -0.11051499999999999 0.093255000000000018 0.090245000000000006 -0.10519499999999998 -0.027014999999999997 -0.033209999999999996 -0.055554999999999993 -0.078934999999999991 0.092530000000000015 0.10912000000000001 0.083135000000000014 -0.0057949999999999989 0.095780000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 6 7 8 9 20 -11 -12 14 -14 15 -13 17 19 -19 -16 -4 -6 -20 -17
right_child=1 -3 3 -5 21 -7 -8 -9 -10 10 11 12 13 -15 16 23 -18 18 22 -21 -22 -23 -24 -25
leaf_value=-0.00096440338416483489 -0.0008837017592939287 -0.00093168048319978601 0.00023095016088984767 -0.00081135107433782526 0.00010177506581290326 0.00098525612593705061 0.00075261233394968046 0.00085895188105117011 -0.0010190658279539571 -0.0010109056798890557 -0.0010682290960674625 0.0011151176285475368 0.00014626080636050568 -0.0013141888787335807 0.00024023508138300336 -0.00028537990551952638 -0.00071857931945962196 -0.00018084695541563563 0.001065163655469609 -0.00074790653883828487 0.001215638678528476 0.00098732015913293456 0.00018354678283802797 0.00050483952894307921
leaf_weight=0.0014169995077639155 0.0014014161641249237 0.001084524494729954 0.001379426877150528 0.0012726083472358587 0.0010749705286450242 0.0012031762693217032 0.0012602076850303226 0.0012163765292818726 0.0010850152082193523 0.0012322174042589526 0.0010019992333327689 0.0016513531753393762 0.0012462402871305242 0.0011786708110621547 0.001362455006075936 0.0012279957295706538 0.0014167238278373359 0.0016718007392762723 0.0019723484068049357 0.0018250988617301012 0.001050434450917237 0.0019162931195740862 0.0010418594768319498 0.0010087244850414123
leaf_count=491 53 87 28 60 70 116 25 156 57 351 80 50 210 94 275 71 71 369 69 92 23 128 36 59
internal_value=0 2.01396e-05 5.37669e-05 9.86121e-05 0.000139936 7.67043e-05 3.08295e-05 -9.47384e-06 -5.89453e-05 -7.54512e-06 -9.80209e-05 -3.0279e-05 3.63753e-05 -0.000563617 0.000146778 0.000514458 -7.09974e-06 0.00012092 0.000424618 -0.000325546 0.000656633 0.000669082 0.000760433 7.09962e-05
internal_weight=0 0.0317819 0.0306974 0.029296 0.0280234 0.0250321 0.0238289 0.0225687 0.0213524 0.0202673 0.0178375 0.0166053 0.0156033 0.00242491 0.0131784 0.00388807 0.00929029 0.00787356 0.00468601 0.00318755 0.00242986 0.00299126 0.00301421 0.00223672
internal_count=3121 2630 2543 2490 2430 2232 2116 2091 1935 1878 1827 1476 1396 304 1092 180 912 841 474 367 51 198 105 130
is_linear=0
shrinkage=0.00151575


Tree=1699
num_leaves=15
num_cat=0
split_feature=403 52 1 47 16 13 2 3 150 52 1 16 15 3
split_gain=7.69642e-05 9.79388e-05 0.000175368 0.0001326 0.000107653 0.000236939 0.000124176 0.000283455 0.000182661 0.000238318 0.000143731 0.000167472 0.000105268 8.54078e-05
threshold=-1.0000000180025095e-35 -0.40306999999999998 0.13842500000000005 0.10621500000000002 0.23311500000000004 0.14871000000000004 0.11215000000000001 0.10299500000000002 0.086615000000000011 0.091275000000000009 0.094220000000000012 -0.078844999999999985 0.088235000000000022 0.11924500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 5 6 7 8 9 10 11 12 -3 -8
right_child=1 2 -4 -5 -6 -7 13 -9 -10 -11 -12 -13 -14 -15
leaf_value=-0.0014975395597167226 -0.001579379532512055 0.00055078963475854541 0.0023014850253394855 -0.0015821929036599865 0.0016262493633373044 -0.0024625576536918322 0.00029847578331824802 0.0032889725986247611 -0.0015745928225362122 -0.0016873155069950941 0.0030642271681315995 -0.00066240009014896289 0.0029732227995576074 -0.0018921498005137021
leaf_weight=0.0010519168106032503 0.0010708654747320868 0.0012408391087904988 0.0011688288959664289 0.0014840418318926582 0.0015089104985660526 0.0011168988294957558 0.0010453800180686987 0.0010854885419453453 0.0015000005688102919 0.0011593474368173928 0.0010146957136623579 0.0017125362853441682 0.0010719087132460281 0.0012562301645586693
leaf_count=756 304 195 133 134 100 103 146 52 198 356 142 362 70 70
internal_value=0 7.95245e-05 0.000188076 2.55225e-05 0.000199522 2.31103e-05 0.000273528 0.000580252 0.000198363 0.000627351 0.00115979 0.000679724 0.00167354 -0.000897178
internal_weight=0 0.017436 0.0163651 0.0151963 0.0137122 0.0122033 0.0110864 0.00878482 0.00769933 0.00619933 0.00503998 0.00402528 0.00231275 0.00230161
internal_count=3121 2365 2061 1928 1794 1694 1591 1375 1323 1125 769 627 265 216
is_linear=0
shrinkage=0.00566207


Tree=1700
num_leaves=14
num_cat=0
split_feature=42 123 484 133 43 12 16 48 16 0 47 160 15
split_gain=7.13718e-05 0.000129029 0.000129405 0.00012459 0.000137496 0.000153748 0.000226024 0.000136408 0.00020135 0.000111771 9.85272e-05 0.000126204 0.000129622
threshold=-0.11466499999999999 1.0000000180025095e-35 -0.0068949999999999992 0.10722500000000001 -0.20207499999999998 0.10345000000000001 0.15891500000000003 0.085875000000000021 -0.094359999999999986 -0.083914999999999976 0.090100000000000013 -0.076689999999999994 0.035560000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 -4 6 7 9 -9 10 11 -6 -13
right_child=1 -3 3 -5 5 -7 -8 8 -10 -11 -12 12 -14
leaf_value=-0.0013686694183580469 -0.0020461888835356843 0.0019383537266089701 0.0020467493904182056 -0.0018176907367190233 1.9042903778013919e-06 0.0020122944183378908 -0.0021386655342787459 -0.0022059479854276355 0.00073590342557321446 -0.00062743274043595954 -0.00051618700832619367 0.0036043832206685447 0.0010348347694590591
leaf_weight=0.0012028251142248486 0.0010134181661898096 0.0011694519148743475 0.0012665518562795493 0.0010641019079475423 0.0012570737296258598 0.0012044838021293284 0.0016432632917514215 0.0016461722083361274 0.0014680104278150807 0.0017032175392514446 0.0010111084973005724 0.0012207997889640537 0.001412374313269682
leaf_count=171 469 254 78 326 213 156 291 90 128 504 42 167 232
internal_value=0 8.68397e-05 -4.92495e-05 8.65976e-05 0.000233084 5.02886e-05 -0.000157703 0.000177241 -0.000819174 0.00064707 0.00108996 0.00150741 0.00222614
internal_weight=0 0.01708 0.0159106 0.0148972 0.0138331 0.0125665 0.011362 0.00971876 0.00311418 0.00660457 0.00490136 0.00389025 0.00263317
internal_count=3121 2950 2696 2227 1901 1823 1667 1376 218 1158 654 612 399
is_linear=0
shrinkage=0.00577531


Tree=1701
num_leaves=14
num_cat=0
split_feature=12 48 2 159 160 150 52 133 3 15 16 15 4
split_gain=7.0304e-05 6.70341e-05 0.000163293 0.000122425 0.000117841 0.000186985 0.000240075 0.000199377 0.000160736 0.000173484 0.000217762 0.000125385 9.92897e-05
threshold=0.11650500000000001 0.12879500000000002 0.113445 0.091005000000000016 0.088405000000000011 0.086615000000000011 0.11434500000000002 -0.0061299999999999992 -0.13309499999999996 -0.016799999999999995 -0.056919999999999991 0.050935000000000008 0.36766000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 7 -1 -9 10 -10 -11 -4
right_child=-2 -3 12 -5 -6 -7 -8 8 9 11 -12 -13 -14
leaf_value=-0.0011214821562146688 -0.0013615466451150368 -0.0011945936453716915 0.00053859576139229123 -0.0018577733959119556 0.0014387140396480819 -0.0022938455483199815 -0.0021567121264354228 -0.0009938470768584833 0.0016249695904353315 0.0034061338493933573 -0.0014308718903501109 0.0010621749697344483 0.0027847826033664783
leaf_weight=0.0018946983023914211 0.0010684876433734855 0.0011444756207086284 0.001392546046481701 0.0010392108742652674 0.0016552173741933443 0.0010578283229131522 0.001207170248860274 0.0011266475723554778 0.0016143259950024136 0.0013663996080328315 0.0012071204473763928 0.0013375931221172796 0.0010024278244029558
leaf_count=586 147 79 209 246 185 196 316 127 138 136 235 352 169
internal_value=0 7.75236e-05 0.000169083 -6.31516e-05 8.64425e-05 -0.000120582 0.000115111 0.000435989 0.0008796 0.0012616 0.000317566 0.00224664 0.00147875
internal_weight=0 0.0170457 0.0159012 0.0135062 0.012467 0.0108118 0.00975396 0.00854679 0.00665209 0.00552544 0.00282145 0.00270399 0.00239497
internal_count=3121 2974 2895 2517 2271 2086 1890 1574 988 861 373 488 378
is_linear=0
shrinkage=0.0054422


Tree=1702
num_leaves=15
num_cat=0
split_feature=403 11 43 52 48 0 13 2 15 4 15 13 1 43
split_gain=6.70955e-05 7.20743e-05 8.22959e-05 0.000161205 0.000147967 0.000142011 0.000178623 0.000115553 0.000128257 0.000265561 0.000103461 8.12326e-05 5.14995e-05 3.06575e-05
threshold=-1.0000000180025095e-35 0.081790000000000015 -0.063379999999999978 -0.085984999999999992 0.087310000000000013 -0.019414999999999998 0.0015850000000000003 0.11389000000000002 -0.095869999999999983 0.0061450000000000003 -0.11345499999999999 -0.095304999999999987 0.11654500000000001 -0.083269999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 -4 5 6 13 8 10 11 -5 -10 -9 -2
right_child=1 -3 3 7 -6 -7 -8 12 9 -11 -12 -13 -14 -15
leaf_value=-0.0016249917784900393 0.0016269573425273403 -0.001390690819490621 -0.0024212804000635531 0.00081194505327137495 0.0029664617658071856 0.0022337868486857295 -0.002301487841323157 -0.0022582763028470608 0.0013993771637468338 0.0034258821998047499 -0.0020067739226982797 -0.00073808541011597154 -0.00017623631878018676 1.8505178384146362e-05
leaf_weight=0.0010229395159818402 0.001000823469924395 0.0012843311806927096 0.0011587825364717365 0.001009200457423004 0.001113685963952421 0.0011962534031001917 0.0012627538062177368 0.001001741762905739 0.00123850843853024 0.0014997133334288121 0.0012128223009453274 0.0019151362656039689 0.0010084737514257647 0.0010042698688533733
leaf_count=756 285 169 192 110 204 87 155 83 52 94 51 327 125 431
internal_value=0 9.03658e-05 0.000212127 -0.000139648 0.000845595 0.00031649 -0.00038537 0.000157903 0.000558951 0.0011728 -0.000726565 0.000101345 -0.00121377 0.000821349
internal_weight=0 0.0169065 0.0156222 0.0100444 0.00557779 0.0044641 0.00326785 0.0088856 0.00687538 0.00465336 0.00222202 0.00315364 0.00201022 0.00200509
internal_count=3121 2365 2196 1034 1162 958 871 842 634 473 161 379 208 716
is_linear=0
shrinkage=0.00650394


Tree=1703
num_leaves=23
num_cat=0
split_feature=1213 14 1374 457 160 11 1 52 13 52 13 3 2 3 15 4 4 130 43 1 2 2
split_gain=0.000445028 0.000416001 0.000467042 0.000539436 0.00034378 0.000333448 0.000268819 0.000265522 0.000348045 0.000518062 0.000326567 0.000379602 0.000406666 0.000467955 0.000300087 0.000239014 0.000491849 0.000224917 0.00031689 0.000223564 0.000175258 0.000172592
threshold=-1.0000000180025095e-35 0.062655000000000016 -0.094929999999999987 0.080930000000000016 -0.40698999999999991 0.088215000000000002 0.086105000000000015 0.13389000000000004 -0.084034999999999985 0.10160000000000001 -0.063184999999999977 0.088060000000000013 0.10613000000000002 -0.116045 -0.074054999999999996 0.24564500000000003 -0.077679999999999985 -1.0000000180025095e-35 -0.070064999999999975 0.088135000000000005 0.10613000000000002 0.10005000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 -4 7 -5 8 9 15 -10 12 13 -12 -9 16 -6 -15 -19 -20 -13 -18
right_child=1 -3 3 6 5 -7 -8 14 10 -11 11 20 -14 17 -16 -17 21 18 19 -21 -22 -23
leaf_value=-0.00083204361284954734 -0.00085056080312768717 -0.00087875100633432292 -0.00079679270457878708 0.0001089972640774495 0.00092278304184931041 -0.00068395793055635106 0.0010268772227473048 0.0011369667278477236 -0.00087079245752884208 -0.00057985210656172944 -0.000865570517386779 -8.1208590376273055e-05 0.00088658471298972178 -0.00028818200544005373 6.4030994540917958e-05 0.0010529122652012325 -0.00053900610913788359 0.00075201107243418465 0.00050245862373876388 -0.00037360346284994226 -0.00072938646816514245 0.00027673133539275562
leaf_weight=0.0013128185665132177 0.0011207421724002123 0.0010157220396340696 0.0010058434403232277 0.0010370741835470368 0.0016425079255215635 0.0011740299381779442 0.0017483058685566211 0.0010173353198299484 0.0010045776028513335 0.0010642457896078428 0.0010645075353432568 0.001607722275780433 0.0012653867770330285 0.0016586607346759661 0.0011143042258534566 0.0012695768033196553 0.0010268083926796368 0.001988762534192251 0.0010063406371767095 0.0014513160090872113 0.0018081546293373663 0.0010917592359795947
leaf_count=491 53 90 201 76 73 96 125 54 351 42 63 55 189 149 102 101 244 165 181 103 58 59
internal_value=0 1.87122e-05 5.22654e-05 9.11116e-05 1.99843e-05 5.68979e-05 0.000685125 9.81553e-05 4.4394e-05 0.000325517 -8.88896e-05 -2.26089e-05 0.000140068 8.31244e-06 0.000576095 0.00051705 0.000336166 0.000160686 0.000328129 -1.48809e-05 -0.000424314 -0.000118633
internal_weight=0 0.0281837 0.027168 0.0260472 0.0232618 0.022256 0.00278538 0.021082 0.0189503 0.0060949 0.0128554 0.0118509 0.00843497 0.00716959 0.00213164 0.00503065 0.00376108 0.00610508 0.00444642 0.00245766 0.00341588 0.00211857
internal_count=3121 2630 2540 2487 2286 2085 201 1989 1833 519 1314 963 850 661 156 477 376 598 449 284 113 303
is_linear=0
shrinkage=0.00142833


Tree=1704
num_leaves=15
num_cat=0
split_feature=4 13 43 13 48 43 16 1 3 48 2 16 4 16
split_gain=7.15194e-05 0.000183444 0.000145068 0.000211942 0.000143089 0.000151035 0.000123617 0.000218612 0.000103262 0.000217291 0.000199871 0.000166488 7.93509e-05 4.96264e-05
threshold=-0.51843499999999987 -0.23438999999999996 -0.27207999999999993 0.11217000000000001 0.12879500000000002 0.08845500000000002 0.15891500000000003 0.111945 -0.082974999999999979 0.091545000000000015 0.08622500000000001 -0.078844999999999985 -0.0016099999999999997 -0.095564999999999983
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 5 6 7 8 11 10 12 -4 -10 -12
right_child=1 2 3 -5 -6 -7 -8 -9 9 -11 13 -13 -14 -15
leaf_value=-0.001267092022297862 0.0015414918586096811 -0.0018491021305367108 0.0022026261693268872 0.0019778317599026835 -0.0019952660491321002 -0.0016338322681651442 -0.00139534616157926 0.0025236447353862933 0.001233109736135835 0.0016080156321589944 -0.0010941313491912733 -0.00050760655488636956 -0.00063090665794972008 -0.0025963858053793254
leaf_weight=0.0010691244633527211 0.0019092433369195224 0.0011256649688298195 0.0012878113924781887 0.0012786954652692093 0.0010000602058077854 0.0012908164073945497 0.0011078982293213366 0.0010654367459878864 0.0011130729556215052 0.001237878914194912 0.0011123125425892867 0.0010321624474971813 0.0011993411018004427 0.0011111728171100399
leaf_count=65 162 132 352 87 68 252 357 170 326 106 134 429 96 385
internal_value=0 7.38615e-05 -0.000113413 2.77918e-05 -0.000170768 -1.29013e-05 0.000190888 0.00038276 0.00010094 -0.000259042 -0.000768575 0.000996837 0.000266332 -0.00184487
internal_weight=0 0.0168716 0.0149623 0.0138367 0.012558 0.0115579 0.0102671 0.00915919 0.00809375 0.00577378 0.0045359 0.00231997 0.00231241 0.00222349
internal_count=3121 3056 2894 2762 2675 2607 2355 1998 1828 1047 941 781 422 519
is_linear=0
shrinkage=0.00502775


Tree=1705
num_leaves=13
num_cat=0
split_feature=484 133 0 457 160 42 43 52 49 4 16 12
split_gain=7.36487e-05 0.000117082 0.000144384 0.000136236 0.000202997 0.000226885 0.00021331 0.000144811 0.00018868 0.000275388 0.000191898 7.34669e-05
threshold=0.085515000000000022 0.10722500000000001 -0.019414999999999998 -0.0029299999999999994 -0.082299999999999984 -1.0000000180025095e-35 0.058875000000000004 0.070205000000000017 -0.047584999999999995 0.053180000000000012 -0.074319999999999983 0.082850000000000021
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -5 -6 7 8 -7 -10 -11 -4
right_child=-2 -3 11 4 5 6 -8 -9 9 10 -12 -13
leaf_value=-0.0024660964813644449 0.0012235560811040447 -0.0022245112602262136 0.0024973873964228835 -0.0026767847682601644 -0.0022318434646166454 0.0021592668400715882 -0.0021339770476563255 0.0025903579841724624 -0.002249503571875065 -0.00064968768193191396 0.0030442018248206825 0.00041556671272143506
leaf_weight=0.0010787176330080703 0.0017795388697159067 0.0010289130183604783 0.0011964824652853619 0.001110897809324247 0.0013504271485142829 0.001849501128479039 0.001035233833392768 0.001700384767533647 0.0016992391394094588 0.0011810932980101385 0.0011084715978852966 0.001625659577642935
leaf_count=208 341 405 142 274 590 163 117 197 336 133 72 143
internal_value=0 -0.000144024 -7.04093e-07 -0.0003033 -9.18824e-05 0.000197463 0.000580088 0.000952791 0.000475856 -0.000304697 0.00113867 0.00129818
internal_weight=0 0.015965 0.0149361 0.012114 0.0110352 0.00992435 0.00857392 0.00753869 0.00583831 0.0039888 0.00228956 0.00282214
internal_count=3121 2780 2375 2090 1882 1608 1018 901 704 541 205 285
is_linear=0
shrinkage=0.00637641


Tree=1706
num_leaves=24
num_cat=0
split_feature=14 1213 1374 44 3 50 48 0 4 15 130 3 3 52 403 457 42 3 52 15 1 52 16
split_gain=0.000555868 0.000513306 0.000533613 0.000365103 0.000373153 0.000340071 0.000493893 0.000612751 0.000301829 0.000295134 0.000523542 0.000467818 0.000447894 0.000437954 0.000410907 0.000263253 0.00024373 0.000223707 0.00027159 0.000305219 0.000206262 0.000163836 0.000151707
threshold=0.076175000000000007 -1.0000000180025095e-35 -0.094929999999999987 1.0000000180025095e-35 0.20828500000000003 0.10647500000000001 0.11951500000000001 -0.13027499999999997 0.36766000000000004 0.088235000000000022 -0.0015749999999999998 -0.10519499999999998 -0.077774999999999983 0.090245000000000006 0.03138500000000001 -0.0029299999999999994 0.091205000000000008 0.10893000000000001 0.09086000000000001 -0.024814999999999997 0.086455000000000018 0.096795000000000006 -0.062804999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 6 7 15 9 10 -9 21 -13 14 -11 -4 17 18 19 -14 -17 -12 -22
right_child=-2 2 3 -5 -6 -7 -8 8 -10 13 11 12 16 -15 -16 20 -18 -19 -20 -21 22 -23 -24
leaf_value=-0.00085444921806236153 -0.0010081890611490618 -0.00084796408567083153 -1.8985163058841696e-05 -0.00067172791520189962 0.00093335193241778406 -0.00067564051496493531 -0.00076477594536861161 -0.0010429802428565892 0.00078857822123931274 0.00018164259226108578 0.00023834811456215546 -0.00086621088911095821 -0.00033581443709777522 -0.00046808297970057791 0.0012702519998094067 0.00027744039983294431 -0.00066504450186027464 -0.00033799143793864677 0.00088535590118798903 0.0006656388930816236 0.0012686124958624619 0.0009763088043098653 0.00060973280466278452
leaf_weight=0.0013204256301720943 0.0011284071415165178 0.0012708897784179376 0.0010495668051824225 0.0011885899333208263 0.0012416480442015146 0.0011035245334931601 0.0011853530952654614 0.0011314465479281425 0.0011474694522807241 0.001774661446340752 0.0016379294464350302 0.0015999944049703216 0.0016778851903549441 0.0010260059333973004 0.0012574159499081361 0.0011753215965484209 0.0010096239903992776 0.0016431976295550044 0.0011837522257920341 0.0010503091683829128 0.0017899443983113716 0.0010465605065377304 0.0012665918992267322
leaf_count=477 101 53 33 60 127 267 60 135 156 176 124 587 135 217 17 32 107 26 25 66 75 17 48
internal_value=0 3.35443e-05 7.47468e-05 0.00011788 0.00015398 0.000114891 0.000151773 0.000200128 6.67531e-05 1.51113e-05 -9.99079e-05 -1.55679e-06 -0.000175027 0.000354683 0.000633094 0.000634144 -6.56855e-06 0.000113107 0.000302589 4.97283e-05 0.00079613 0.000526045 0.000995581
internal_weight=0 0.0297781 0.0284577 0.0271868 0.0259982 0.0247566 0.023653 0.0224677 0.0171863 0.0160388 0.0119807 0.0108493 0.00816476 0.00405808 0.00303208 0.00528142 0.00656477 0.00555514 0.00391195 0.00272819 0.00423186 0.00268449 0.00305654
internal_count=3121 3020 2543 2490 2430 2303 2036 1976 1788 1632 1222 1087 946 410 193 188 359 252 226 201 155 141 123
is_linear=0
shrinkage=0.00145689


Tree=1707
num_leaves=22
num_cat=0
split_feature=1213 128 456 1374 457 484 43 4 3 403 0 1 47 4 51 1 48 0 16 1 16
split_gain=0.000470982 0.000284238 0.000282768 0.000270959 0.000414674 0.000260163 0.000218737 0.000437853 0.00033025 0.000198225 0.000232923 0.000431548 0.000208688 0.000413513 0.000335281 0.000283944 0.000221094 0.000251202 0.00018905 0.000168704 0.000128466
threshold=-1.0000000180025095e-35 0.086435000000000012 0.087485000000000021 -0.094929999999999987 0.092360000000000012 -0.0068949999999999992 -0.50775499999999985 -0.49405499999999997 -0.15956499999999998 0.092070000000000013 0.041630000000000007 1.0000000180025095e-35 0.087885000000000019 -0.084369999999999987 -0.076794999999999988 0.13146500000000003 0.086260000000000017 -0.10324499999999999 -0.084119999999999986 0.096125000000000016 -0.18708499999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 -5 -7 -8 -9 10 11 18 13 -13 -15 19 17 20 -10 -14 -16
right_child=1 -3 -4 4 -6 6 7 8 9 -11 -12 12 15 14 16 -17 -18 -19 -20 -21 -22
leaf_value=-0.0008782740799129767 -0.0005746073651710789 -0.00068927933902036657 -0.00063836828980700288 -0.00052274660677182163 0.00093525832574252216 0.0007443821499449353 -0.00063839695284745703 0.00087397793174367252 -0.00091659708017044819 0.00057795667616400892 0.00060843326092515618 -0.00051659022971843073 8.0693845345853493e-05 -0.00028240604271420025 0.00071222852424273903 0.00034527065090902314 0.00012449424328506858 0.00023564793795725371 -0.00019966865151251311 -0.00062595427031126758 0.0013987652521536137
leaf_weight=0.0011805606341757915 0.0011598005008544012 0.0010478563055129194 0.0011042432029383922 0.0013364842754469758 0.0011593617797842617 0.0010280150461028361 0.0015273238607535966 0.0011338526821124606 0.0011594445269210718 0.0015115265662272162 0.0013259980957066589 0.0010719370517978579 0.0010274722513560208 0.0010450090239635676 0.0010164184268632304 0.0017069366573868594 0.0013600096156087815 0.0010441736188402341 0.001908318360349757 0.0018649161589383567 0.0011271351805368559
leaf_count=491 40 152 163 385 67 31 122 91 230 86 50 61 39 62 66 31 95 269 466 90 34
internal_value=0 2.5566e-05 5.4805e-05 8.60291e-05 0.000118837 7.61909e-05 0.000114567 8.19174e-05 0.000142025 9.36869e-05 4.69378e-05 -5.01263e-06 0.000121798 0.000280137 0.000432842 -0.000107643 0.000597196 0.000798869 -0.000470628 -0.000374929 0.00107323
internal_weight=0 0.0266662 0.0256184 0.0245141 0.0233543 0.022195 0.0208585 0.0198305 0.0183031 0.0171693 0.0156578 0.0143318 0.011264 0.00666468 0.00559275 0.00459933 0.00454774 0.00318773 0.00306776 0.00289239 0.00214355
internal_count=3121 2630 2478 2315 2275 2208 1823 1792 1670 1579 1493 1443 747 587 526 160 464 369 696 129 100
is_linear=0
shrinkage=0.00140032


Tree=1708
num_leaves=24
num_cat=0
split_feature=1213 14 1374 457 3 484 453 4 49 150 2 0 15 0 0 2 403 0 1 41 3 3 13
split_gain=0.000548814 0.000349421 0.000465261 0.000384351 0.000264143 0.000344856 0.000271625 0.000371515 0.000370652 0.000322201 0.000239906 0.000481759 0.000287781 0.00043416 0.000507512 0.000280898 0.000279578 0.000320448 0.000225473 0.000209339 0.000174576 0.000148375 0.000135026
threshold=-1.0000000180025095e-35 0.062655000000000016 -0.094929999999999987 0.080930000000000016 0.30112000000000005 -1.0000000180025095e-35 1.0000000180025095e-35 0.27044500000000005 0.10440000000000001 0.087170000000000011 0.10097500000000002 0.062580000000000011 -0.10324499999999999 -0.10011499999999998 -0.084804999999999978 0.10855000000000002 0.03138500000000001 -0.057069999999999989 0.086105000000000015 0.079395000000000007 0.083060000000000009 -0.055119999999999995 -0.014169999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 -4 7 8 9 10 12 -12 -7 21 -15 -13 17 -16 -5 -9 22 -14 -19
right_child=1 -3 3 18 -6 6 -8 19 -10 -11 11 15 13 14 16 -17 -18 20 -20 -21 -22 -23 -24
leaf_value=-0.0010476345511261681 -0.00091566561635174403 -0.0008853286240798425 -0.00078155405939949504 0.00011250249945605823 0.00083564481030980393 -0.0005665483596703966 -0.00073464376462793453 0.0010314304169022461 0.00076548981648296192 -0.00094007378014721217 -0.0010668466535073578 -0.00047115045990963044 0.00025112281874353651 -0.0010518934194281948 -0.00073651848173932554 0.0006842869101665001 0.0007606469976168623 7.9372003576450576e-05 0.0010568550693853171 0.00010044226503297392 -0.00028099311782014486 0.0010179101300161516 0.0008778674517486482
leaf_weight=0.0012742988294728299 0.0011957634746995174 0.0010371819380625693 0.0013470867455607346 0.0010857383998645878 0.001042956086792556 0.0013987881540216051 0.0010634672638851752 0.001586689367219069 0.0015532162743934477 0.0010031929806667552 0.0014753489584127264 0.0010578719760250266 0.0010158680230603068 0.0010164506726483211 0.0012079188102004854 0.0011215545636211743 0.0015703147547583285 0.001051500894257984 0.0016456823157529055 0.0010309441218225857 0.0011372785347738557 0.00182755882333651 0.0011441481020182682
leaf_count=491 53 90 439 76 116 82 60 178 177 98 169 42 28 212 415 41 46 41 125 39 33 34 36
internal_value=0 3.12262e-05 6.56953e-05 0.000110173 4.41971e-05 7.6878e-06 5.76912e-05 9.94079e-05 1.52321e-05 -5.74736e-05 1.4576e-06 -0.000357046 0.000116697 0.000212546 5.4795e-07 0.000123449 0.000175597 -2.67245e-05 0.000681475 0.000664765 0.000230519 0.000743961 0.000495466
internal_weight=0 0.0286165 0.0275793 0.0263836 0.0236522 0.0226092 0.0212621 0.0201986 0.017581 0.0160278 0.0150246 0.00365478 0.0113698 0.00997104 0.00712761 0.00217943 0.00611116 0.00454085 0.00273142 0.00261763 0.00333293 0.00284343 0.00219565
internal_count=3121 2630 2540 2487 2286 2170 1731 1671 1454 1277 1179 252 927 845 783 83 571 525 201 217 110 62 77
is_linear=0
shrinkage=0.00160853


Tree=1709
num_leaves=14
num_cat=0
split_feature=1 52 3 0 4 0 13 43 12 16 16 52 16
split_gain=7.78463e-05 0.000119449 0.00018145 0.000217014 0.000207248 0.000144303 0.000118632 0.000113799 9.85658e-05 0.000130652 9.76651e-05 9.20162e-05 8.0318e-05
threshold=0.10752500000000002 0.11434500000000002 0.090900000000000009 -0.084269999999999984 0.053180000000000012 -0.14226499999999997 -0.073839999999999975 -0.074359999999999996 0.092355000000000007 -0.083134999999999987 -0.071359999999999993 -1.0000000180025095e-35 0.15273500000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 -1 -2 -8 9 -5 -4 -9 -11
right_child=6 -3 10 8 -6 -7 7 11 -10 12 -12 -13 -14
leaf_value=-0.0012618223327801954 0.0019055510331027477 -0.001743871648538722 -3.9417982464655622e-05 0.0027468529256915136 1.4968817599672983e-05 -0.0044215171183797364 0.0012846237230722101 -0.0020179644243358314 -0.0011057836096695776 -0.0010693530274995093 0.0024078526976877563 0.00028128451353152088 0.001260743651453598
leaf_weight=0.0010836600422912124 0.0016912009550835196 0.0017262024326164258 0.0010002794372780954 0.0010375984075449715 0.0017601453238982878 0.00100654210422899 0.0015708878795902756 0.0011617439620561498 0.0010776874460245445 0.0010215457414096529 0.0014310042743779236 0.0013688493373962959 0.0011192840243288704
leaf_count=119 268 390 50 114 179 664 136 82 442 374 79 104 120
internal_value=0 -0.000278732 -3.87261e-05 -0.000470526 -0.00150415 -0.00278338 0.000566464 1.43065e-05 0.00046455 0.000996992 0.001401 -0.000774254 0.000148885
internal_weight=0 0.0122639 0.0105377 0.00810646 0.00385035 0.0020902 0.00579268 0.00410148 0.00425612 0.00317843 0.00243128 0.00253059 0.00214083
internal_count=3121 2531 2141 2012 962 783 590 322 1050 608 129 186 494
is_linear=0
shrinkage=0.00600863


Tree=1710
num_leaves=25
num_cat=0
split_feature=14 3 484 1213 1374 457 124 3 1 16 11 2 130 4 484 49 15 0 42 3 47 3 15 3
split_gain=0.00044184 0.00045773 0.000429172 0.000500463 0.000380728 0.000580014 0.000348597 0.000372435 0.000536983 0.000412934 0.000368925 0.000366103 0.000353546 0.000438172 0.000345871 0.00033235 0.000487219 0.00029096 0.000361812 0.000268045 0.00026246 0.000257038 0.000249202 0.000102206
threshold=0.076175000000000007 0.30112000000000005 0.085515000000000022 -1.0000000180025095e-35 -0.094929999999999987 0.080930000000000016 0.10281000000000001 0.088060000000000013 0.13021500000000003 0.22339500000000004 0.089270000000000002 0.10613000000000002 -1.0000000180025095e-35 -0.083854999999999985 0.096415000000000015 -0.014169999999999999 -0.07490999999999999 -0.084144999999999984 0.08623500000000002 -0.12711499999999995 0.094160000000000008 -0.08824499999999999 -0.090344999999999995 -0.0080949999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -5 6 7 8 10 15 11 12 -6 21 -4 -9 -17 18 20 -13 23 -14 -7 -15
right_child=-2 -3 14 4 5 22 -8 9 -10 -11 -12 19 13 17 -16 16 -18 -19 -20 -21 -22 -23 -24 -25
leaf_value=-0.0011383369464647065 -0.0010410298859737305 0.00079706437117435915 0.00083442462008466358 -0.00093242981443372795 -0.00084254380916389579 0.0010471682976850025 0.00053986547568929432 -0.0010016581485858085 0.0008385120580450627 -0.0012089737572200587 -0.0010153496267897005 0.00093815136260702223 5.5161070770629182e-06 -0.0010962164532455087 -0.00016723360000032007 -0.00058102218109589397 0.00067280726083895014 -0.00084761626690710279 0.00034077361784152062 -0.00010126716817362634 0.00013641529005333698 0.00092611306137288356 0.00013836429445060168 -0.00046070736831503963
leaf_weight=0.0012371051762597998 0.0012108336363976227 0.001059675517850466 0.0015240324209354608 0.0013912772282793631 0.0018720346914775097 0.0010403557816864861 0.0011945956282577433 0.0011219230089789534 0.0010743347752168722 0.0016383356532170268 0.0011644053078665459 0.0010114352468094667 0.0018000271095370834 0.0010024770317296292 0.0014073849641152991 0.0015786830207531466 0.0011277127117352839 0.0018233319435013266 0.001866502895183364 0.0010985638127598571 0.0010356095867098958 0.0010021378630189429 0.0016659396152243757 0.001157154793332893
leaf_count=458 101 130 140 24 156 50 31 24 86 40 74 47 108 229 167 50 32 495 195 224 45 73 114 28
internal_value=0 -0.00014441 -0.000176764 -0.000232473 -0.000190449 -0.000149607 -0.00022603 -0.000268835 -0.000156101 -0.000596892 -0.000228136 -0.000161078 -0.000262945 -0.000150938 0.000353525 -0.000334951 -5.85711e-05 -0.000348609 -0.000168858 0.000396982 -0.000466559 0.000334749 0.000487727 -0.000755704
internal_weight=0 0.031895 0.0308354 0.0279039 0.0266668 0.0252756 0.0225693 0.0213747 0.015908 0.00546665 0.0148337 0.0136693 0.0115593 0.00968724 0.00293142 0.00382832 0.0027064 0.00688508 0.00506174 0.00211 0.00319524 0.00280216 0.0027063 0.00215963
internal_count=3121 3020 2890 2583 2125 2101 1937 1906 1760 146 1674 1600 1329 1173 307 106 82 992 497 271 302 181 164 257
is_linear=0
shrinkage=0.00145689


Tree=1711
num_leaves=24
num_cat=0
split_feature=1213 456 44 128 124 4 52 1374 457 484 3 1 0 47 16 16 0 52 15 15 12 15 2
split_gain=0.000491273 0.000278733 0.000290849 0.000299677 0.000397369 0.000309393 0.000962083 0.000324643 0.000402656 0.000473082 0.000303068 0.00021385 0.00058935 0.000512732 0.00032391 0.000256609 0.000273008 0.000231763 0.00044594 0.000428114 0.000310825 0.000263506 9.92016e-05
threshold=-1.0000000180025095e-35 0.087485000000000021 1.0000000180025095e-35 0.086435000000000012 -0.043384999999999993 -0.49405499999999997 0.10473500000000001 -0.094929999999999987 0.092360000000000012 -0.0068949999999999992 -0.15956499999999998 0.12811000000000003 -0.050684999999999994 0.10728500000000002 0.22339500000000004 0.062650000000000025 -0.23001499999999997 0.090245000000000006 0.088235000000000022 0.091915000000000011 0.084100000000000022 -0.10324499999999999 0.079055000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 6 -6 -7 9 -9 -11 13 -13 14 15 16 -12 18 20 -20 21 -18 -23
right_child=1 -3 -4 -5 5 7 -8 8 -10 10 11 12 -14 -15 -16 -17 17 -19 19 -21 -22 22 -24
leaf_value=-0.00077483535393625691 0.00071588293837118787 -0.00058667576672714753 -0.00058555237428146035 -0.00056822874376766556 -0.0012591984922840785 -0.00051804312107345534 0.00044356710449523182 -0.00071957053834267632 0.00085377434869532073 0.00077647511074579653 0.00065960792342788276 0.0011288709347895953 -6.4926385231313911e-05 -0.00082429015398169663 -0.00050483964407936231 0.00079488476334107344 -0.00030672347736326671 -0.00040892083796750079 0.0010660789115947424 -7.7328247448619482e-06 -0.0005279528026746475 0.00060568344384442625 9.4675268228036974e-05
leaf_weight=0.001345284956504266 0.0016701471595483288 0.0011988526084875653 0.0011560288744050231 0.0011543291286867088 0.0010963027433081819 0.0012993233290981001 0.0011254199227188622 0.0011050653088022907 0.0012720765184304197 0.0012143727251911927 0.0013794973650647019 0.0011863424912994525 0.0016612273901557692 0.0010539098218116391 0.0012875305044217642 0.0010311167741958735 0.0014764263897397711 0.0015798115875913519 0.001391199457062342 0.0011229370317398235 0.0017156490857903606 0.0014319322547322808 0.0011435327626372338
leaf_count=491 221 165 58 150 122 38 17 342 57 91 31 80 50 67 152 39 49 323 64 73 334 28 79
internal_value=0 2.44161e-05 5.00729e-05 7.68923e-05 0.000105268 6.37674e-05 -0.000396658 0.000109532 0.000148265 0.000102894 0.000151561 0.0001081 0.000432428 4.49018e-05 0.000112459 0.000177223 0.000120566 4.51608e-05 0.000131781 0.000586462 -6.6419e-05 0.000129003 0.000378791
internal_weight=0 0.029753 0.0285542 0.0273981 0.0262438 0.0245737 0.00222172 0.022352 0.0210526 0.0197806 0.0186755 0.0174611 0.00284757 0.0146135 0.0135596 0.0122721 0.011241 0.00986149 0.00828168 0.00251414 0.00576754 0.00405189 0.00257547
internal_count=3121 2630 2465 2407 2257 2036 139 1897 1859 1802 1460 1369 130 1239 1172 1020 981 950 627 137 490 156 107
is_linear=0
shrinkage=0.00129368


Tree=1712
num_leaves=23
num_cat=0
split_feature=1213 14 1374 457 160 11 4 13 49 2 13 52 13 13 130 1 15 2 13 1 4 3
split_gain=0.000501056 0.000499593 0.0004196 0.000421184 0.000322844 0.000291374 0.000252035 0.000335151 0.000268106 0.000259982 0.000299253 0.000361925 0.000266693 0.000416003 0.000404188 0.000366921 0.000397247 0.000260179 0.000320511 0.000225326 0.000182636 0.000176305
threshold=-1.0000000180025095e-35 0.076175000000000007 -0.094929999999999987 0.080930000000000016 -0.40698999999999991 0.089270000000000002 0.27287000000000006 -1.0000000180025095e-35 0.13984500000000002 0.13712500000000002 -0.084034999999999985 0.10160000000000001 -0.017449999999999997 -0.0034749999999999994 -1.0000000180025095e-35 0.086560000000000012 -1.0000000180025095e-35 0.10005000000000001 -0.095539999999999986 0.086105000000000015 -0.082109999999999975 0.083060000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 -4 6 8 -8 9 10 11 17 -12 -14 -15 20 21 18 -6 -5 -16 -17
right_child=1 -3 3 19 5 -7 7 -9 -10 -11 12 -13 13 14 15 16 -18 -19 -20 -21 -22 -23
leaf_value=-0.00094940101904569232 -0.00086087973049944375 -0.0010336283891786767 -0.0008044300805861278 0.00013232827690507751 -9.89394716952924e-05 -0.00066514729100720774 0.0012556868442866694 0.00014300325357837949 0.00082035392241454081 -0.0007027447654640881 -0.00064244425845675398 -0.00032939916938629581 0.00085982406343710477 -0.00098190016207550619 0.00079274511690988311 0.00036742697230220697 -0.0010548610614550197 0.001214976227964529 0.00099282472648434556 0.0010479153226306823 -2.0722870647963609e-05 -0.0004013127755613111
leaf_weight=0.0013249645480844776 0.0011239811078560527 0.0010292136148608568 0.0010411261456167989 0.0010662868899720115 0.0016015106043529848 0.0011976943418101618 0.0010234188563534655 0.0017596179793455949 0.0010256642971061538 0.0011520648659431023 0.0017434144348559494 0.0013367896341194285 0.0012146902426012291 0.001099096521728531 0.0016371585473118275 0.0016357918825140594 0.001111239511093487 0.00116362785648505 0.0010736439521765234 0.001616533445206958 0.0011050060552456591 0.0012642711456667399
leaf_count=491 53 87 201 76 59 90 181 91 72 61 531 50 207 71 75 41 97 60 242 125 127 33
internal_value=0 2.35722e-05 6.38826e-05 0.000104063 3.69572e-05 7.65147e-05 0.000118921 0.000552175 5.25388e-05 6.58795e-06 5.77067e-05 0.000363425 -8.86547e-05 1.78257e-05 -0.000112421 2.90833e-05 -0.000268875 0.000604689 0.000339228 0.000684015 0.000464943 3.22979e-05
internal_weight=0 0.0280218 0.0269926 0.0258686 0.0231858 0.0221447 0.020947 0.00278304 0.018164 0.0171383 0.0159862 0.00517557 0.0108107 0.00906725 0.00785256 0.00675347 0.0040113 0.00383878 0.00267515 0.00268282 0.00274216 0.00290006
internal_count=3121 2630 2543 2490 2289 2088 1998 272 1726 1654 1593 411 1182 651 444 373 171 361 301 201 202 74
is_linear=0
shrinkage=0.00154607


Tree=1713
num_leaves=25
num_cat=0
split_feature=14 3 124 3 124 0 13 1 47 157 160 1 2 2 0 11 15 15 2 49 3 42 4 1
split_gain=0.000495395 0.000365802 0.000372386 0.000311766 0.000375673 0.000662168 0.000617068 0.000390307 0.000704425 0.00031482 0.000279286 0.000282313 0.000584981 0.000284516 0.00046018 0.000230477 0.000735662 0.000229307 0.000225318 0.000162227 0.000161091 0.000114174 9.77255e-05 4.82081e-05
threshold=0.076175000000000007 0.30112000000000005 -0.043384999999999993 -0.10519499999999998 0.11040000000000001 -0.053834999999999994 -0.42195999999999995 0.12408500000000001 0.096175000000000024 -0.077609999999999985 -1.0000000180025095e-35 0.094465000000000007 0.092875000000000013 0.089775000000000008 -0.084269999999999984 0.087830000000000005 -1.0000000180025095e-35 -0.074054999999999996 0.08839000000000001 -0.0097999999999999979 -0.14186499999999996 0.08623500000000002 0.0049200000000000008 0.10557500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 15 5 7 -7 8 9 -5 -11 12 13 14 22 16 -4 -13 -18 -15 -20 -16 -12 -8
right_child=-2 -3 3 4 -6 6 23 -9 -10 10 11 17 -14 19 21 -17 18 -19 20 -21 -22 -23 -24 -25
leaf_value=0.00062828705386488613 -0.00094570876351546219 0.00085321858545411562 0.0012171443634141482 0.00065992517777429508 0.00062124818826961704 0.00015691676558982249 -0.0013926931381611461 0.00061900251823695845 -0.0010556763980665942 -0.00071770622667469185 -0.00094677793112366482 0.00086950957840686198 -0.00095110668446102416 0.0008351752361461975 -3.0167064270752973e-05 -0.00025643918017187922 -0.00057512643975676466 -5.9189831881435731e-05 -0.00013279074425951571 5.4838051016123352e-05 0.00060487624518306814 0.00065022412503791169 -0.00032429264491421633 -0.00097442796147983925
leaf_weight=0.0018258897070060195 0.0011662569214059273 0.0010833281790543206 0.0015365014315287806 0.0012699600605543546 0.0012945429855171211 0.0010431896489535575 0.001208260813416749 0.0015897548712362477 0.0015926554586899186 0.0013865400483779053 0.0011357584563227692 0.0012008208889717764 0.001557223686432907 0.0011756501942663533 0.0010584601467939448 0.001612492896603257 0.0010028514252127209 0.0010646305984991509 0.0012379003166014257 0.0010895169151178552 0.0012760962376727747 0.0010357308246235764 0.0010125438759951699 0.0011336569134747232
leaf_count=231 101 130 93 231 29 12 150 67 176 411 318 32 266 21 241 100 52 78 57 97 33 111 22 62
internal_value=0 2.18438e-05 -8.85259e-06 -5.11335e-05 -0.000138822 -0.000189141 -0.000775074 -6.64729e-05 -0.000141217 -2.90717e-05 -0.00010375 -2.13449e-05 -0.000148993 4.29457e-05 -0.000179646 0.000223133 0.000376162 0.000433075 8.73857e-06 0.000459843 0.000241647 0.000306336 -0.000653386 -0.00119022
internal_weight=0 0.030424 0.0293406 0.0275147 0.0208489 0.0195544 0.00338511 0.0161692 0.0145795 0.0129868 0.0117169 0.0103303 0.00806488 0.00650766 0.00424249 0.00666584 0.00505335 0.00226545 0.00351685 0.00226517 0.002514 0.00209419 0.0021483 0.00234192
internal_count=3121 3020 2890 2659 2324 2295 224 2071 2004 1828 1597 1186 1076 810 692 335 235 110 142 118 90 352 340 212
is_linear=0
shrinkage=0.00145689


Tree=1714
num_leaves=14
num_cat=0
split_feature=151 1 15 484 150 151 151 43 403 52 2 12 43
split_gain=9.44395e-05 0.000153889 0.000153301 0.000115441 0.000131935 0.000236011 0.000209866 0.00012937 0.000189983 0.000168267 0.000220787 0.000209008 0.00015999
threshold=0.086470000000000005 0.14000500000000002 0.091915000000000011 0.084040000000000017 0.083095000000000016 -1.0000000180025095e-35 -0.055494999999999996 -0.074359999999999996 0.092070000000000013 0.10160000000000001 0.099185000000000009 0.083370000000000014 -0.092909999999999979
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 -1 -6 12 9 10 11 -9 -7
right_child=-2 -3 -4 -5 6 7 -8 8 -10 -11 -12 -13 -14
leaf_value=-0.0025311425308108229 0.0015044680717134476 0.0017083428200853883 -0.0018375071961466132 0.001085241246280426 0.002265582458513154 -0.0002495274847483371 -0.00067559840588362371 -0.00030935673381809862 0.0014008790555205986 -0.0029245017954390037 0.0010651914618189317 -0.003215781669557894 0.0021855252402768342
leaf_weight=0.0013248249505543328 0.0010118957744633941 0.0011485084867983364 0.0014304136474890808 0.0019448002335952516 0.0012737379050920539 0.0019259297287309574 0.0012784312955677621 0.0016842022741844487 0.0010008086010653838 0.0010042006745964449 0.0014087358971516251 0.0010604342349740913 0.0011236261630415724
leaf_count=231 108 120 466 296 187 251 67 111 135 124 240 465 320
internal_value=0 -0.000106609 -0.000233248 -8.05667e-05 -0.00025384 -0.000507324 0.000792288 -0.00021614 -0.000643894 -0.00104068 -0.000585204 -0.0014323 0.000647682
internal_weight=0 0.0176087 0.0164601 0.0150297 0.0130849 0.0105328 0.00255217 0.00920794 0.00615838 0.00515757 0.00415337 0.00274464 0.00304956
internal_count=3121 3013 2893 2427 2131 1877 254 1646 1075 940 816 576 571
is_linear=0
shrinkage=0.00512831


Tree=1715
num_leaves=13
num_cat=0
split_feature=151 1 376 50 484 3 52 0 0 0 16 4
split_gain=7.72698e-05 0.000126221 0.000141622 0.000138217 0.000180654 0.000122506 0.000179365 0.000119905 0.000205284 0.00017018 0.000114494 8.78148e-05
threshold=0.086470000000000005 0.14000500000000002 0.048375000000000008 0.088425000000000017 0.084040000000000017 -0.15447499999999995 0.10611000000000001 -0.059114999999999994 -0.10011499999999998 -0.11756999999999999 -0.25582999999999995 0.0052350000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 -1 7 8 9 10 -7 -12
right_child=-2 -3 -4 -5 -6 6 -8 -9 -10 -11 11 -13
leaf_value=0.001173199223592472 0.0013127762676237824 0.0014944383677815275 0.0015615711042502717 -0.0017063769453753669 0.0013404327576881231 -0.0017094470706231753 -0.0023769868079983533 0.00080955850896966897 -0.0019697857598080224 0.001126863089056968 -0.00085766614612000703 0.0010134605183584019
leaf_weight=0.0011206713684087785 0.0010036235744679814 0.0011364021692544723 0.0010329574412009995 0.0015765063325072501 0.0016963682150530355 0.0016086702879471448 0.0011525185761692138 0.0018478004111571284 0.0019558435354941582 0.0018187935558685604 0.0013593200457906462 0.001104642099946318
leaf_count=153 108 120 134 521 257 123 260 214 1012 94 93 32
internal_value=0 -9.38e-05 -0.000204705 -0.000324413 -0.000164974 -0.000378349 -0.00053864 -0.000320104 -0.000586106 -0.00012675 -0.0006866 -1.88037e-05
internal_weight=0 0.0174105 0.0162741 0.0152411 0.0136646 0.0119683 0.0108476 0.00969507 0.00784727 0.00589143 0.00407263 0.00246396
internal_count=3121 3013 2893 2759 2238 1981 1828 1568 1354 342 248 125
is_linear=0
shrinkage=0.00492917


Tree=1716
num_leaves=24
num_cat=0
split_feature=1213 1456 128 1374 51 15 15 484 130 474 124 151 4 124 133 1 4 0 52 15 3 160 0
split_gain=0.000463481 0.000409378 0.000302817 0.000287724 0.00027806 0.000372677 0.000328281 0.000311962 0.000425835 0.000367865 0.000335931 0.000361911 0.000289327 0.000260181 0.000410595 0.000284864 0.000439642 0.000244617 0.000241205 0.000402707 0.000239155 0.000197031 0.000109408
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 0.086435000000000012 -0.094929999999999987 0.078435000000000019 0.088235000000000022 0.013270000000000002 0.08660000000000001 -1.0000000180025095e-35 0.084660000000000027 -0.043384999999999993 -0.083274999999999988 0.40473500000000007 0.14970500000000003 0.084415000000000018 0.080000000000000016 0.053180000000000012 -0.10151999999999999 0.090245000000000006 0.091915000000000011 -0.083154999999999993 -1.0000000180025095e-35 -0.15599999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 5 7 21 8 -5 -9 -10 -12 13 14 15 20 -17 -18 19 -7 -13 -6 -23
right_child=1 2 -4 4 6 18 -8 9 10 -11 11 12 -14 -15 -16 16 17 -19 -20 -21 -22 22 -24
leaf_value=-0.00092378643620671475 -0.00093546812692227831 -0.0005988972849152557 -0.00072149039470994093 -0.0010178928229531462 0.00013418971628609321 0.0013468746346127663 -0.00027203006583956604 -0.00013641453334207454 0.0007094349455821936 0.0011735560874345204 -0.00080575472516712459 0.00086043300588311059 0.00069965979829250246 0.00061942361189110877 -0.00098072530576432185 -0.0010322508719245429 0.0004081617514794874 -0.00054849710290895046 -0.00016142708855172911 0.0001881721059372184 -0.00014434408015118872 0.00057902590278300563 0.0012282467268678932
leaf_weight=0.0012890468594872742 0.0010235444646176919 0.0013544095488047239 0.00113371862642797 0.0011901061277756206 0.0010332466262790718 0.0013028558912857582 0.0010781942315034598 0.0010343622130683508 0.0012525988434851582 0.0010154664641106592 0.0016420449158098269 0.0012067812464880978 0.0011708107702365781 0.0010088352948258716 0.0013767942157270202 0.001308519184503254 0.0017382402163264032 0.0010101895038970854 0.0010313223296332108 0.0015943500449160375 0.0010667761229698203 0.0011269766048940255 0.0013805249142338763
leaf_count=491 258 55 135 137 97 58 90 93 155 72 179 87 118 14 243 205 39 27 183 119 112 20 134
internal_value=0 2.4317e-05 6.06247e-05 9.48293e-05 0.000133072 5.3931e-05 0.000474897 -5.07059e-05 -0.00013334 0.000512533 -5.09788e-05 -0.000133596 -2.19626e-05 -0.000118896 -0.000215537 -4.91195e-05 -0.000294636 5.65403e-05 0.000480667 0.000709234 0.000388981 0.000702344 0.00093646
internal_weight=0 0.0280807 0.0270571 0.0259234 0.024569 0.0199501 0.00461894 0.0160215 0.0139717 0.00204983 0.0127816 0.011529 0.00988695 0.00871614 0.0077073 0.00633051 0.00405695 0.00274843 0.00392853 0.00289721 0.00227356 0.00354075 0.0025075
internal_count=3121 2630 2372 2237 2182 1841 341 1481 1316 165 1179 1024 845 727 713 470 271 66 360 177 199 251 154
is_linear=0
shrinkage=0.00154607


Tree=1717
num_leaves=25
num_cat=0
split_feature=14 1213 1374 457 3 1447 376 39 48 132 13 4 43 43 1 159 49 12 12 47 2 42 43 0
split_gain=0.000514435 0.000505556 0.000550507 0.000442437 0.00033605 0.000353254 0.000322919 0.000344331 0.000374258 0.00033643 0.000386119 0.000356654 0.000331209 0.000310175 0.000231239 0.000163108 0.000209835 0.000296648 0.000469316 0.000388033 0.000222205 0.00013114 0.000107426 9.11322e-05
threshold=0.076175000000000007 -1.0000000180025095e-35 -0.094929999999999987 0.080930000000000016 0.30112000000000005 -1.0000000180025095e-35 0.11430500000000002 0.0046100000000000004 0.11951500000000001 0.079970000000000013 -0.42195999999999995 -0.42529999999999996 -0.084794999999999995 -0.079109999999999986 0.083135000000000014 0.091530000000000014 -0.063424999999999981 0.090840000000000018 0.10227500000000002 0.092710000000000015 0.088225000000000012 0.084635000000000016 -0.0030899999999999994 -0.10011499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 -4 7 8 9 10 -7 -12 21 -9 -5 16 -14 19 -19 20 22 -13 -18 -22
right_child=-2 2 3 14 -6 6 -8 13 -10 -11 11 12 15 -15 -16 -17 17 18 -20 -21 23 -23 -24 -25
leaf_value=-0.00085079237169850309 -0.0010431562362860165 -0.00090881297403705246 -0.0008283428200919487 8.5431416071107447e-05 0.00085397966477843113 0.00082546455840964994 -0.00076500895713658393 0.0010926444340435553 -0.00080439589858260021 0.0007696980398530451 -0.00073210426543951479 -0.00088381053226911155 -0.00030932558439288071 6.0703717714923435e-06 0.00096701826766392406 -0.00042343028785265689 0.00062021712794645091 -0.00084589936213108987 0.00054242291842413262 -0.0002569506248355618 0.0011043705034575768 -0.00016023074807370853 -3.7029898371716645e-05 0.00056956450031788364
leaf_weight=0.0013945447700268168 0.001034177173217187 0.0012255748632785659 0.0010675824215215365 0.0010098402129536934 0.0010816071965850096 0.0011953052017759013 0.0010321848411937165 0.0013367687828110264 0.0011444887563909481 0.001406686270979062 0.0015299672339246133 0.0010440724741859727 0.0016059185008170393 0.0010250033793313676 0.0018806058200133147 0.0010770297888617201 0.0010201253661192289 0.0011594899183000051 0.0010026799554236632 0.0014132773613528826 0.001759016650545675 0.0011762594496856904 0.0011895539664157004 0.0011726965861204031
leaf_count=477 101 53 238 71 116 13 24 137 54 155 127 176 48 100 130 114 165 310 117 52 46 99 101 97
internal_value=0 2.28671e-05 6.5533e-05 0.000109226 4.42031e-05 6.706e-06 4.66998e-05 8.61118e-05 1.925e-05 7.2351e-05 1.23373e-05 -5.18165e-05 2.46012e-05 0.000621074 0.000659017 0.000126871 0.000184287 0.000275226 -0.000202082 0.000432675 0.00062224 -0.000500482 0.000266396 0.000890446
internal_weight=0 0.0299503 0.0285557 0.0273302 0.0244397 0.0233581 0.0222905 0.0212583 0.0188966 0.0177521 0.0163454 0.0151501 0.0136201 0.00236177 0.00289045 0.0113998 0.0103228 0.00871684 0.00216217 0.00655467 0.00514139 0.00222033 0.00220968 0.00293171
internal_count=3121 3020 2543 2490 2289 2173 1935 1911 1674 1620 1465 1452 1325 237 201 1050 936 888 427 461 409 275 266 143
is_linear=0
shrinkage=0.00148603


Tree=1718
num_leaves=15
num_cat=0
split_feature=42 43 4 0 133 4 52 157 42 0 4 1 42 15
split_gain=8.16749e-05 0.000117969 0.000227081 0.000131934 0.000100073 0.000110851 0.000277904 0.000216399 0.000209685 0.000126748 0.000158442 0.000211218 6.11739e-05 6.42796e-06
threshold=-0.11466499999999999 -0.17390999999999998 -0.49405499999999997 -0.010949999999999998 -0.11008499999999999 -0.033174999999999989 0.077655000000000016 -0.063984999999999986 0.088060000000000013 -0.10151999999999999 0.08184000000000001 0.094385000000000011 0.092395000000000019 -0.13578499999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 -4 6 -6 -7 9 10 11 -9 -10 -12
right_child=1 2 3 -5 5 7 -8 8 12 -11 13 -13 -14 -15
leaf_value=-0.0014361459827236028 0.0014154224251719451 -0.0026809594291405791 -0.0017754553743783272 0.0015836275309530795 -0.0025198810871024393 0.0027831613472810994 0.00112966391228564 -0.00043684706044409919 0.0025971136503243624 -0.0023240320215038427 -0.0010233496319018997 0.0027422024177787261 0.00063668587841787198 -0.0016620443076876777
leaf_weight=0.0012191230113275794 0.0018898323918738998 0.0010084184314713687 0.0010476626161676087 0.0016921774198507379 0.001553951518564343 0.0010397963357913079 0.0011744651639424286 0.0018340804724683605 0.0010049054677878644 0.0010148601607142685 0.0010117439136738404 0.001055671267565117 0.0010367381890731484 0.0010089351795118384
leaf_count=171 144 144 338 186 420 295 464 69 96 345 72 88 199 90
internal_value=0 7.99352e-05 -8.30681e-05 9.79173e-05 -9.87598e-05 5.09282e-05 -0.00094891 0.00035381 3.67458e-05 -0.000502453 -0.000125979 0.000724509 0.00160162 -0.00134225
internal_weight=0 0.0173732 0.0154834 0.014475 0.0127828 0.0117351 0.00272842 0.00900673 0.00796693 0.00592529 0.00491043 0.00288975 0.00204164 0.00202068
internal_count=3121 2950 2806 2662 2476 2138 884 1254 959 664 319 157 295 162
is_linear=0
shrinkage=0.00566207


Tree=1719
num_leaves=24
num_cat=0
split_feature=14 1213 1374 457 3 1447 453 1 4 49 15 160 0 0 133 43 13 3 1 2 15 4 16
split_gain=0.000578784 0.000484987 0.000477612 0.000374495 0.000400593 0.000341059 0.000325907 0.000274819 0.000272384 0.000283885 0.000411888 0.00042104 0.000416355 0.000534928 0.000393767 0.000345046 0.000369005 0.00031877 0.000312764 0.000304343 0.00025207 0.000188884 0.000161852
threshold=0.076175000000000007 -1.0000000180025095e-35 -0.094929999999999987 0.080930000000000016 0.30112000000000005 -1.0000000180025095e-35 1.0000000180025095e-35 0.083135000000000014 0.40473500000000007 0.10542000000000001 -0.10469999999999999 0.088020000000000015 -0.10011499999999998 -0.10224499999999999 -0.085499999999999979 -0.074359999999999996 0.18141000000000002 -0.090809999999999988 0.10781 0.098260000000000014 0.035560000000000008 -0.083644999999999983 -0.072359999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 -4 8 -5 9 10 18 12 13 20 -14 16 21 -17 -7 -19 -12 -16 -10
right_child=-2 2 3 7 -6 6 -8 -9 22 -11 11 -13 14 -15 15 17 -18 19 -20 -21 -22 -23 -24
leaf_value=-0.00086336343151434132 -0.0011168754390004174 -0.00087631915812918864 -0.00081855419273508818 1.439898146868035e-05 0.00094102503292757002 -0.0011940748520651171 -0.00074555532659959455 0.00099209833062742048 0.00099388451442784906 0.00062326482940978825 0.0006406566379661804 -0.00078159170140456463 0.00066961802401918743 0.0014626333646714155 0.00087337234038583711 0.00022736621947596676 -0.00039009011915680861 -0.0012721827956746114 -4.705194176118101e-05 -0.00027306335316400318 -0.00027478074530024575 6.0685334419588626e-05 0.00016825804242465395
leaf_weight=0.0013262673661861282 0.0010416593943398658 0.0011644165764099759 0.0010836423443114354 0.0010406103286531012 0.0011169706398983506 0.0011252945823523224 0.0011171850090538884 0.0018084278544436838 0.0011462161743616139 0.0017191656826030235 0.0014713757232112101 0.0012336280241401756 0.0015890375461758968 0.0010930535360351634 0.0014121225338769028 0.0010474576932053776 0.0018319666999824236 0.0013467013336576905 0.0010612588010552315 0.0014596881297213038 0.0013030919540426567 0.0012288351257896532 0.001040912102120233
leaf_count=477 101 53 238 71 116 121 68 130 132 200 68 109 165 18 80 104 61 332 18 71 31 304 53
internal_value=0 3.2579e-05 7.43587e-05 0.000114942 5.42877e-05 1.17981e-05 5.22807e-05 0.000634994 9.45042e-05 3.59683e-05 -2.27209e-05 6.67739e-05 0.000142704 0.000564527 -2.18221e-05 -0.000153773 0.000132631 -0.000486185 -0.000637359 -0.000752511 0.000210701 0.00049523 0.000600947
internal_weight=0 0.0297673 0.0284411 0.0272766 0.0244276 0.0233106 0.022227 0.00284904 0.0211098 0.0189227 0.0172035 0.015017 0.0137833 0.00386752 0.00991581 0.00832677 0.00447292 0.00385385 0.00218655 0.00280639 0.00277447 0.00264096 0.00218713
internal_count=3121 3020 2543 2490 2289 2173 1935 201 1867 1682 1482 1343 1234 117 1117 952 445 507 139 403 99 384 185
is_linear=0
shrinkage=0.00151575


Tree=1720
num_leaves=15
num_cat=0
split_feature=4 151 457 160 124 1 15 49 42 0 42 133 15 1
split_gain=8.10428e-05 9.78617e-05 0.000106151 0.000132448 9.90842e-05 0.000154907 0.000160571 0.000134125 0.000132771 0.000118224 0.000175039 0.000211263 0.000148051 7.3118e-05
threshold=0.27287000000000006 -0.086944999999999981 0.088350000000000026 0.086075000000000013 -0.013479999999999999 0.13021500000000003 0.091915000000000011 -0.006494999999999999 0.091545000000000015 -0.10011499999999998 0.085465000000000013 0.082925000000000013 -0.10203999999999998 0.111945
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 6 7 -6 9 12 11 -11 -9 -2
right_child=13 2 -4 -5 5 -7 -8 8 -10 10 -12 -13 -14 -15
leaf_value=0.0012474897207826272 6.8133991808638362e-06 -0.0018013740418624336 0.0011054801403178156 -0.0022923236301582795 -0.00193754199535352 0.0015800902496876023 -0.0024952696489055257 5.6576861286940905e-05 -0.0015977146089799312 -0.0019827604250518805 0.0018956588969439923 0.0012590934345080363 0.0030909580708475409 0.0019469159987191872
leaf_weight=0.0014322841100285469 0.0013067302256493099 0.0012465355351593552 0.0015351318350678165 0.0011628800632230993 0.0011264206579055828 0.0014885969210567404 0.001030081518059057 0.0010120741963346447 0.001145565488677773 0.0017923477343408153 0.0010480823375997178 0.0010062480223151996 0.0010506171700797066 0.0011898118454114898
leaf_count=223 95 99 78 237 197 63 391 61 258 628 268 194 72 257
internal_value=0 -0.000165063 -0.000303215 -0.000468175 -0.000290612 -0.000114611 -0.00038848 -0.000123223 0.000166459 0.000508454 -7.7997e-05 -0.000817137 0.00160212 0.000931435
internal_weight=0 0.0160769 0.0146446 0.0131094 0.0119466 0.0107 0.00921144 0.00818136 0.00705493 0.00590937 0.00384668 0.0027986 0.00206269 0.00249654
internal_count=3121 2769 2546 2468 2231 2132 2069 1678 1481 1223 1090 822 133 352
is_linear=0
shrinkage=0.00566207


Tree=1721
num_leaves=24
num_cat=0
split_feature=1456 1213 1374 128 453 0 49 15 15 4 43 4 13 130 133 16 16 47 4 2 13 2 1
split_gain=0.000425266 0.000455098 0.000262448 0.00025686 0.000250833 0.000365491 0.00026981 0.000225213 0.000407294 0.000394715 0.000313991 0.000389767 0.000334211 0.00035755 0.000488825 0.000444886 0.000312767 0.000449774 0.000269477 0.000254207 0.000203139 0.000141462 0.000108664
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.094929999999999987 0.086435000000000012 1.0000000180025095e-35 -0.23091999999999999 0.11042000000000002 -0.10324499999999999 -0.094549999999999981 0.40473500000000007 -0.50775499999999985 -0.49405499999999997 -0.095304999999999987 -0.07639 0.098785000000000012 -0.0064149999999999997 0.071345000000000006 0.13082500000000002 -0.083854999999999985 0.10774000000000002 -0.092094999999999982 0.090545000000000014 0.086920000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 5 -4 7 9 -9 20 -10 -12 19 -14 15 18 -17 -18 -15 21 -7 -13 -20
right_child=1 2 3 -5 -6 6 -8 8 10 -11 11 12 13 14 -16 16 17 -19 22 -21 -22 -23 -24
leaf_value=-0.00095707916896587276 -0.00084996695845625985 -0.00060465219264340948 0.00099529542179181631 -0.0006279440202289836 -0.00053515701092327853 -0.00023738217683392759 0.00068048005043557414 0.00085893495923907684 0.00087395420215766618 0.00034177260421350768 -0.0006838999812899516 0.00038782822768162225 0.0007318661252045857 -7.9555642727347316e-05 0.00076041633453122746 0.00061459348904840515 -0.00096592280628250563 0.000372628657082163 -0.0013329152475797545 -0.00010464168926527078 -0.0011531726610739717 0.001144337655189709 -0.00066957768879463545
leaf_weight=0.0010086525559303621 0.0012521294950240394 0.0012248910092189638 0.0011149180880680653 0.0010271243117705433 0.0011870050480241581 0.0011410881083886437 0.0017614074590844844 0.0016030204462016339 0.0010012148520637228 0.0014263162495496001 0.0015741583170303325 0.0010088107940537895 0.0011436626418939314 0.00102388097993122 0.0011026596004029832 0.0013608636851895469 0.001098410733258337 0.0011191575031261891 0.0010987190371608835 0.0010062624135969145 0.0010068220005958672 0.0011893931987521089 0.0010827841303253094
leaf_count=288 461 55 50 135 75 48 175 74 30 206 131 52 83 77 231 145 154 8 277 60 111 38 157
internal_value=0 2.53327e-05 6.70012e-05 9.98073e-05 0.000130887 0.000165466 0.000122926 7.37907e-05 0.000147402 -0.000264236 7.03862e-05 1.21229e-05 0.000101676 -4.46335e-05 -0.000157238 -0.000306396 5.37744e-05 -0.000290386 -0.000708484 0.000513975 -0.000666654 0.000797157 -0.00100367
internal_weight=0 0.0275547 0.0263026 0.0250777 0.0240506 0.0228636 0.0217486 0.0199872 0.016413 0.00357423 0.01481 0.0138088 0.0122346 0.00903014 0.00788648 0.00678382 0.00357843 0.00221757 0.00320538 0.00320447 0.00214791 0.0021982 0.0021815
internal_count=3121 2833 2372 2317 2182 2107 2057 1882 1517 365 1443 1413 1282 1132 1049 818 307 162 511 150 159 90 434
is_linear=0
shrinkage=0.00148603


Tree=1722
num_leaves=15
num_cat=0
split_feature=147 11 0 13 52 2 0 16 157 0 1 12 13 49
split_gain=7.55093e-05 0.000109056 8.44092e-05 0.000133193 0.000107132 0.000117415 0.00032911 0.000101853 0.000187088 0.000165064 0.00035797 0.000154877 0.000154788 0.000113961
threshold=0.087350000000000025 0.081790000000000015 -0.061629999999999997 0.021350000000000004 -0.26636999999999994 0.10882500000000002 0.047850000000000011 -0.056919999999999991 -0.077609999999999985 -0.20211999999999997 0.08844500000000001 0.088930000000000023 -0.092094999999999982 -0.043469999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 7 -4 6 -6 9 -9 13 11 -11 -12 -1
right_child=-2 -3 4 -5 5 -7 -8 8 -10 10 12 -13 -14 -15
leaf_value=0.00029314675748616764 0.0015492427007387549 -0.0018197580915357853 -0.00097968139124853665 -0.002271420479661568 0.0026309917946064731 0.0027672539363200821 -0.0013529959191432241 0.0010038322992294928 -0.0021386797138665944 -0.0026570579968358933 0.0042053242950638205 0.00068579910693100817 0.0012715559433008638 -0.0024877762171551339
leaf_weight=0.0010985553975046969 0.0010481201849735491 0.0012521420638473826 0.0011457913354806504 0.0010914574552445969 0.0013876541915845723 0.0011106280880005051 0.0016255735716811381 0.0010758933851311575 0.0018776895178541624 0.0010001892469940071 0.0010226473761906774 0.0010013472703914728 0.0017784262106123605 0.0010316356500372752
leaf_count=32 146 172 104 239 88 154 113 211 679 507 107 290 229 50
internal_value=0 -0.000111115 2.05648e-05 -0.000279496 0.000645658 0.00109725 0.000481713 -5.95876e-05 -0.000993966 0.000338486 0.000955958 -0.000984662 0.00234265 -0.00105363
internal_weight=0 0.0174996 0.0162475 0.0109778 0.00526965 0.00412386 0.00301323 0.00988638 0.00295358 0.0069328 0.00480261 0.00200154 0.00280107 0.00213019
internal_count=3121 2975 2803 2344 459 355 201 2105 890 1215 1133 797 336 82
is_linear=0
shrinkage=0.00600863


Tree=1723
num_leaves=25
num_cat=0
split_feature=133 1213 133 160 130 0 1374 16 16 160 151 52 13 4 15 15 4 16 4 0 49 47 1 4
split_gain=0.000515744 0.000464293 0.000573608 0.000425825 0.000377112 0.000433951 0.000376244 0.000492611 0.000465341 0.000457604 0.000445755 0.000366014 0.000381734 0.000314136 0.000357696 0.000297854 0.000330914 0.000462996 0.000281194 0.000163315 0.000217607 0.000188997 0.000101619 1.96779e-05
threshold=-0.25159999999999993 -1.0000000180025095e-35 -0.085499999999999979 -0.40698999999999991 -0.0015749999999999998 0.18019500000000002 -0.094929999999999987 -0.056919999999999991 -0.014034999999999997 0.085045000000000023 -0.091174999999999992 0.10160000000000001 -0.084774999999999989 0.076415000000000025 -0.008624999999999999 -0.03241999999999999 -0.082109999999999975 -0.42170999999999997 -0.14723499999999998 -0.092759999999999995 -0.0090649999999999984 0.092165000000000011 0.087325000000000014 0.25615500000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 22 -4 -5 6 -6 10 -9 11 -8 12 -10 14 -14 19 -17 -18 -16 20 -12 -22 -3 -23
right_child=1 2 3 4 5 -7 7 8 9 -11 15 -13 13 -15 18 16 17 -19 -20 -21 21 23 -24 -25
leaf_value=-0.0010162248310255234 -0.00084685624543233689 0.00046342842394260942 -0.00094786051739971402 -0.00065086362302327978 -0.00070048807704962837 0.0009909619630330737 -0.00064811446408188673 -0.00096247444433152736 0.0007137911717998342 0.00070920176594724087 0.00086834222576728966 -0.00093680011124791312 -0.0011830975403230744 0.00029762545857397896 -0.00071523115129073784 0.00056255678061367209 0.00033230034541349739 -0.001001183473961797 0.00031394525381878228 0.0011345987313645131 -0.000258995960985139 0.00063523059539760207 0.0011058599359515964 0.00035347995893058291
leaf_weight=0.0011403669561171328 0.0013611318972580047 0.0011214336325243704 0.0010454818569139981 0.0017307920058302331 0.0014805101133212864 0.0010730749762381522 0.0010197941962797339 0.0013799343464194697 0.0011946239170743111 0.0015150770287136739 0.0019836924348588534 0.0012041015381170084 0.001086502922446381 0.0017363305577066113 0.0010732633777363887 0.0017017695397153476 0.0012100089650282086 0.001095608690226949 0.0012919490206000552 0.0010005175344189252 0.0010951902019388782 0.0011162381253626563 0.0010554413166947163 0.0010741681598915309
leaf_count=187 474 125 194 170 55 24 58 117 143 171 87 62 257 51 135 100 48 190 84 182 91 25 62 29
internal_value=0 1.55884e-06 4.09915e-05 -1.79433e-05 1.93589e-05 6.70327e-05 2.44069e-05 7.36849e-05 -0.000158336 -3.64199e-05 0.000288962 -0.00018532 -4.35524e-05 -0.000217942 -0.00047729 0.000381948 6.55098e-05 -0.000301359 -0.000153065 0.000584201 0.000479693 0.000245044 0.000774906 0.000497061
internal_weight=0 0.0306466 0.0292855 0.0271086 0.0260631 0.0243324 0.0232593 0.0217788 0.0104818 0.00910185 0.011297 0.00758677 0.00638267 0.00518805 0.00345172 0.0102772 0.00400739 0.00230562 0.00236521 0.00626981 0.00526929 0.0032856 0.00217687 0.00219041
internal_count=3121 2934 2460 2273 2079 1909 1885 1830 1020 903 810 732 670 527 476 752 338 238 219 414 232 145 187 54
is_linear=0
shrinkage=0.00148603


Tree=1724
num_leaves=25
num_cat=0
split_feature=1213 1456 475 1374 457 11 13 132 13 52 2 52 3 51 1 13 15 12 1 16 13 52 1 52
split_gain=0.000608828 0.00048634 0.000363732 0.000317086 0.000381933 0.000292671 0.000249791 0.000481983 0.000476814 0.000312359 0.000332124 0.000211474 0.000262897 0.000305167 0.000275717 0.000293317 0.000347567 0.000473584 0.000206041 0.000205205 0.00017497 0.000166165 0.000103553 3.33418e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.08459499999999999 -0.094929999999999987 0.080930000000000016 0.089270000000000002 -0.082014999999999991 0.080640000000000017 -0.53104499999999988 0.11434500000000002 0.097845000000000015 0.096795000000000006 0.10732000000000001 0.084745000000000015 0.13075500000000004 0.18141000000000002 0.088235000000000022 0.051320000000000005 0.086105000000000015 -0.18708499999999997 -0.28558999999999996 0.19022000000000003 0.092695000000000013 -0.024714999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 -4 5 6 8 11 -5 10 19 12 13 14 15 16 17 22 -6 -10 -12 -13 -8 -14
right_child=1 2 3 4 18 -7 7 -9 9 -11 20 21 23 -15 -16 -17 -18 -19 -20 -21 -22 -23 -24 -25
leaf_value=-0.00098564615712677444 -0.00094677646291597029 -0.00080609864607453826 -0.00058625282231915992 -0.00051916066685822658 0.00020325641246957021 -0.0006464194914790214 0.0003033145534321038 0.00094236629340150647 0.00078201628770290226 -0.00014947578622043412 0.0014861944131001022 0.00069431095582479113 -0.00045268455623603994 0.00061118101113070609 0.00053952228612957388 -0.00092361990146520411 0.0004673678713231594 -0.0011329980652158482 0.001080517085988892 -7.5841058110735944e-05 0.00067512861012851899 -6.2548067234830548e-05 -0.00029892072334468514 -0.00083599303580689753
leaf_weight=0.0013546331495375976 0.0010756943618360762 0.0010051429303632861 0.0013917322558381065 0.0011763081380173901 0.0010346696701328808 0.0011531105052093862 0.0012400133592738206 0.0011291731934163782 0.0011122341966413041 0.0012451529661791083 0.0011899298936668412 0.0012810969667349523 0.0010000281833413283 0.001317113584056423 0.0010597290916686125 0.0012542564159350178 0.0015497843832052993 0.0012124357467946933 0.0013794616865787646 0.0013794710906168918 0.0011599085280585564 0.001281175432664261 0.0012827178525026683 0.0010044879590154219
leaf_count=491 258 202 38 30 68 84 65 146 49 122 68 112 20 94 52 54 155 335 121 239 68 138 80 32
internal_value=0 3.36628e-05 7.15466e-05 0.000104421 0.000142202 8.32509e-05 0.000121714 9.75899e-06 0.000346951 0.000514335 0.000685054 -6.83459e-05 -0.000158494 -4.91696e-05 -0.000163627 -0.000277578 -0.000124256 -0.00036973 0.000704533 0.000307085 0.00108584 0.00031587 -2.90037e-06 -0.000644765
internal_weight=0 0.0289148 0.0278391 0.026834 0.0254423 0.0230281 0.021875 0.014612 0.007263 0.0060867 0.00484154 0.0134828 0.0109206 0.00891605 0.00759894 0.00653921 0.00528495 0.00373517 0.00241413 0.00249171 0.00234984 0.00256227 0.00252273 0.00200452
internal_count=3121 2630 2372 2170 2132 1943 1859 1283 576 546 424 1137 887 835 741 689 635 480 189 288 136 250 145 52
is_linear=0
shrinkage=0.00148603


Tree=1725
num_leaves=25
num_cat=0
split_feature=14 1213 1374 133 133 123 124 457 484 1 130 151 49 43 4 43 0 2 2 2 1 0 16 15
split_gain=0.000629605 0.00059233 0.000436623 0.000406887 0.000532033 0.000492484 0.000551665 0.000367077 0.000403063 0.000509302 0.000528929 0.000529065 0.000613651 0.000587998 0.000448562 0.000390036 0.000726405 0.000407041 0.000261053 0.000319812 0.000213205 0.000206031 0.000246706 0.000136226
threshold=0.076175000000000007 -1.0000000180025095e-35 -0.094929999999999987 -0.25159999999999993 -0.085499999999999979 1.0000000180025095e-35 -0.013479999999999999 0.080930000000000016 -1.0000000180025095e-35 0.12873500000000002 -1.0000000180025095e-35 -0.088784999999999989 -0.12164499999999999 -0.15582499999999996 0.09173000000000002 -0.014584999999999999 -0.082724999999999979 0.11237500000000002 0.10699500000000002 0.097220000000000015 0.086105000000000015 -0.10607499999999999 -0.056919999999999991 0.088235000000000022
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 23 6 -6 8 -8 10 -10 -12 -13 -14 -11 16 -15 18 19 21 -9 -17 -23 -5
right_child=-2 2 3 4 5 -7 7 20 9 14 11 12 13 15 -16 17 -18 -19 -20 -21 -22 22 -24 -25
leaf_value=-0.00091912577841056216 -0.0010800012020963212 -0.00079965397256692012 -0.00082162193491017318 0.00047315819026719235 -0.00098222394285935911 0.00079050025156358677 -0.00078861637762689374 6.7088000605747269e-05 -0.0009844450011785035 -2.3349656117766779e-06 -0.00083571303014688539 -0.00072367925311062683 0.0010298918387361602 0.00044716133905723325 0.0013202847861549453 0.00049434183573104744 -0.0013108085436271152 0.0010379462613135733 -0.00057459077664387263 0.00098480128632985717 0.0009439991112294864 0.00018009626992927352 -0.00071097252776504926 0.0011895588016672242
leaf_weight=0.0014070775376544544 0.0011861699452171406 0.0012291947963962704 0.0010097394313144928 0.0012277567237092548 0.0011628101554159711 0.0019631102511749867 0.0013380383352047933 0.0010132428104827609 0.0012044909652275662 0.0010466286963577423 0.0013806825240152429 0.0016291267041950172 0.0018044706916171558 0.0010008634344303921 0.0012337159645728901 0.0016068629355174835 0.001078223033709338 0.0012472064482433876 0.0010312578401494576 0.0010343371713776861 0.0015471565684796462 0.0017465278046469024 0.0011301131999328353 0.0011216019686834389
leaf_count=477 101 53 164 153 46 232 400 60 122 32 71 56 64 209 76 37 312 74 43 68 73 97 72 29
internal_value=0 2.30409e-05 6.75467e-05 0.000104873 0.000138832 7.5775e-05 1.53903e-05 6.79449e-05 -1.47321e-06 5.64776e-05 -3.77472e-05 3.9878e-05 0.000130712 0.000249884 0.000713231 0.000107358 -0.000464529 0.000259867 0.00011169 0.000239953 0.000596974 6.81171e-05 -0.000169968 0.000815173
internal_weight=0 0.0311942 0.0297872 0.028558 0.0275482 0.0251989 0.0232358 0.0220729 0.0195125 0.0181745 0.0158942 0.0146897 0.013309 0.0116799 0.00228034 0.00987539 0.00207909 0.00779631 0.0065491 0.00551784 0.0025604 0.0044835 0.00287664 0.00234936
internal_count=3121 3020 2543 2490 2326 2144 1912 1866 1733 1333 1225 1103 1032 976 108 912 521 391 317 274 133 206 169 182
is_linear=0
shrinkage=0.00148603


Tree=1726
num_leaves=15
num_cat=0
split_feature=50 15 47 42 131 52 484 15 151 13 1 4 2 2
split_gain=8.15094e-05 0.000176458 0.000147557 9.85546e-05 0.000157917 0.000136593 0.000140166 0.000121098 0.000159561 0.000138881 0.000171264 0.000337418 0.000108959 0.000108078
threshold=0.10647500000000001 -0.24436499999999997 0.13148500000000005 0.09832500000000001 0.088495000000000004 0.14295500000000003 0.085515000000000022 -0.095869999999999983 -0.039414999999999999 -0.095304999999999987 0.086560000000000012 0.0049200000000000008 0.092120000000000021 0.08622500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 6 7 13 -9 -10 12 -12 -11 -3
right_child=-2 2 -4 -5 -6 -7 -8 8 9 10 11 -13 -14 -15
leaf_value=0.0021928490275581422 -0.0015112098262861774 -0.00030693787476008031 -0.0020739275284752754 0.0014352232116388174 -0.0021217209212634107 0.0019577651694940384 0.0016518738079387271 0.0019608967412576778 0.0009716406298152508 -0.00098683769025409668 -0.00415824954043407 0.00031708737806348402 0.0012290771827505311 -0.0025218911497742122
leaf_weight=0.0011316409516511422 0.0010623119831952152 0.0015223606547791766 0.0010625549747800269 0.0014635577265629538 0.0010763338450827395 0.0011049388241763944 0.001282807427696043 0.0011589994654836204 0.0019755704483022125 0.0013490908083244419 0.001065451420216218 0.0010123787304783249 0.0013864794425454824 0.0012251006403235509
leaf_count=223 333 83 37 270 342 146 197 206 111 516 246 43 209 159
internal_value=0 7.15987e-05 -7.22673e-05 6.38695e-05 -7.78766e-05 9.02675e-05 -8.20008e-05 -0.000289961 5.73202e-05 -0.000267655 -0.0007763 -0.00197774 0.000136263 -0.00129459
internal_weight=0 0.0178173 0.0166856 0.0156231 0.0141595 0.0130832 0.0119782 0.0106954 0.00794797 0.00678897 0.0048134 0.00207783 0.00273557 0.00274746
internal_count=3121 2788 2565 2528 2258 1916 1770 1573 1331 1125 1014 289 725 242
is_linear=0
shrinkage=0.00555105


Tree=1727
num_leaves=14
num_cat=0
split_feature=1 0 16 15 133 13 15 47 1 16 16 4 2
split_gain=7.81738e-05 0.000168802 0.000111274 0.000236464 0.000104695 0.000167527 0.000257885 0.000131582 0.000168675 0.000156992 0.000154783 0.000110342 6.34167e-05
threshold=0.077565000000000009 -0.087634999999999977 0.19444000000000003 0.035560000000000008 0.048520000000000008 -0.094514999999999988 0.035560000000000008 0.096175000000000024 0.13146500000000003 -0.10850999999999998 -0.008904999999999998 0.0061450000000000003 0.089885000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 5 12 7 9 -9 -7 11 -11 -2
right_child=4 2 -4 -5 -6 6 -8 8 -10 10 -12 -13 -14
leaf_value=-0.002269700414138581 0.00047415354590148938 -0.0025894143295108127 0.0013069924242685999 0.000955725712393698 0.0021178482991006629 0.0027703044455559423 -0.0028724066451715573 -0.0028853127022378921 0.00043702195161266671 -0.0022324212085898993 0.0014844779668301295 0.00024086117205858481 0.0025599952008854574
leaf_weight=0.0016387476117957897 0.0010069276473948239 0.001327926025642398 0.0016286199727495246 0.0015107434708412741 0.001042640867958384 0.0010476378309472551 0.0012396712980882471 0.0010728066421690219 0.0012345560425046642 0.001146994581670893 0.0019287475402427982 0.0016554987097308071 0.0012000050592817502
leaf_count=502 85 295 185 654 294 127 241 137 27 110 277 43 144
internal_value=0 -0.000587217 2.99734e-05 -0.000702686 0.000258005 8.98634e-05 -0.000269471 0.000129575 -0.0011077 0.000623586 0.000148239 -0.000771395 0.00160832
internal_weight=0 0.00610604 0.00446729 0.00283867 0.0125755 0.0115328 0.00932591 0.00808624 0.00230736 0.00577888 0.00473124 0.00280249 0.00220693
internal_count=3121 1636 1134 949 1485 1191 962 721 164 557 430 153 229
is_linear=0
shrinkage=0.0061288


Tree=1728
num_leaves=24
num_cat=0
split_feature=1456 1213 133 133 130 0 16 123 16 1374 42 1375 42 15 4 0 0 47 1 151 1 43 160
split_gain=0.000550644 0.000546468 0.000509352 0.000644704 0.000325399 0.000398683 0.000304463 0.000530272 0.000457813 0.000369386 0.000291085 0.000319079 0.000411212 0.000385649 0.000429251 0.000439203 0.000306193 0.000326002 0.000261165 0.000234762 0.000214957 0.000159913 0.000104541
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.25159999999999993 -0.085499999999999979 -0.0015749999999999998 0.18019500000000002 0.26676500000000009 0.083430000000000018 0.41553500000000004 -0.094929999999999987 0.092145000000000019 -0.012484999999999998 0.088060000000000013 0.088655000000000025 -0.017809999999999996 -0.10151999999999999 -0.14920999999999998 0.09550500000000002 0.13501500000000002 -0.00099499999999999979 0.078340000000000007 0.016310000000000002 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 21 -5 6 7 9 -8 -6 11 -11 13 14 20 16 19 -18 -10 -16 -13 -4 -22
right_child=1 2 3 4 5 -7 8 -9 18 10 -12 12 -14 -15 15 -17 17 -19 -20 -21 22 -23 -24
leaf_value=-0.0010297302859447748 -0.00089121615285268723 -0.00096513930541131413 0.00050299124064569559 -0.00058376871349521942 -0.00075132924010995938 0.00098783173434690598 -0.0011177900913810698 0.0010323767352661203 0.0005629861790988072 0.0008676109195851681 -0.0005407136970938559 0.00088710193538746979 0.00076137673246422157 -0.00063602907351376569 -0.00067856699194877303 -0.00076906498639846938 4.0477600281574565e-06 0.0011399934369440562 -0.00046697618338150201 0.00012776446973420351 -0.00016165886502615798 0.0012834524553880715 0.00051027745828284403
leaf_weight=0.0011319390577155244 0.0013716001874691233 0.0010165516684383915 0.0012979026566440057 0.001733841240735722 0.0011936351631245392 0.0010288422040285452 0.0011780863496325391 0.0012934657068935295 0.001055064659199384 0.0012950601186346713 0.0014237303506694768 0.0017871100590061062 0.0018105669655624776 0.00178506240318388 0.0013125997278535806 0.0016845696580674047 0.0012277085806711085 0.0010226026156736623 0.0011216109885285874 0.0020313238625195851 0.0010006187844311398 0.0010477463718068236 0.0010456162320906515
leaf_count=288 461 164 127 169 49 24 106 204 156 73 263 108 159 122 52 300 69 22 13 46 53 52 41
internal_value=0 2.56215e-05 6.84045e-05 0.00010543 3.81921e-05 8.2575e-05 4.25479e-05 0.000112318 -0.000371601 4.8405e-05 0.000103183 0.000160469 9.82029e-05 5.10367e-06 0.000108096 -0.000103859 9.64518e-05 0.000520252 3.22608e-05 -0.000188747 0.000510558 0.000851605 0.000181697
internal_weight=0 0.0307649 0.0293933 0.0283768 0.0260311 0.0242973 0.0232684 0.0199137 0.00335476 0.0186202 0.0174266 0.0160028 0.0147078 0.0128972 0.0111121 0.0072788 0.00559423 0.00225031 0.00217668 0.00334392 0.00383335 0.00234565 0.00204624
internal_count=3121 2833 2372 2208 2029 1860 1836 1561 275 1357 1308 1045 972 813 691 489 189 91 169 98 202 179 94
is_linear=0
shrinkage=0.00148603


Tree=1729
num_leaves=15
num_cat=0
split_feature=48 1 15 43 0 50 43 133 16 13 2 0 2 16
split_gain=7.1134e-05 0.000118492 0.000220935 0.000161093 0.000147982 9.20595e-05 8.4317e-05 0.00014112 0.000128622 0.000113051 0.000304584 0.000188568 0.000130565 5.20717e-05
threshold=-0.086869999999999989 0.104035 -0.016799999999999995 -0.14035499999999998 -0.075684999999999988 0.088425000000000017 -0.080419999999999978 0.090310000000000015 0.062650000000000025 -0.42195999999999995 0.092365000000000017 -0.10011499999999998 0.089885000000000007 -0.079109999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 5 3 -3 13 6 7 8 -2 -8 11 12 -11 -5
right_child=1 2 -4 4 -6 -7 9 -9 -10 10 -12 -13 -14 -15
leaf_value=-0.0016072999220603931 8.5528041853706764e-05 -0.0020846507936946607 0.0026534919669810421 0.00046624270021335536 0.002291827876099245 -0.0020655620463908833 0.0013211607845839129 -0.001095273111559844 0.0030295719984752239 -0.00020089344548358595 -0.0030916045257619903 -0.0020639012172816509 0.0024933535680694567 -0.0013107035141979215
leaf_weight=0.001000566428475679 0.0011214535745776083 0.0010306457928961343 0.00166222073976141 0.001626148449665285 0.001340605813495814 0.0010262712658242476 0.0010342455528871133 0.0011488197427298313 0.0011082872866583493 0.0016561860958619326 0.0016536842638621846 0.0011347529478481005 0.0011411346056533489 0.0010006090477618912
leaf_count=77 350 56 138 176 234 463 23 187 101 107 454 662 32 61
internal_value=0 7.244e-05 0.000717883 7.41454e-05 0.00063496 -0.00031748 -0.000138053 0.000649768 0.00154886 -0.000540123 -0.000884754 4.33657e-05 0.000898193 -0.000210648
internal_weight=0 0.0176851 0.00666023 0.00499801 0.00396736 0.0110248 0.00999856 0.00337856 0.00222974 0.00662 0.00558576 0.00393207 0.00279732 0.00262676
internal_count=3121 3044 665 527 471 2379 1916 638 451 1278 1255 801 139 237
is_linear=0
shrinkage=0.0061288


Tree=1730
num_leaves=14
num_cat=0
split_feature=4 0 1 15 133 13 15 15 3 2 52 15 0
split_gain=7.68173e-05 0.000159572 0.00015953 0.000180578 0.000128127 9.75133e-05 0.00014908 0.000209226 0.00023143 0.000171084 9.01699e-05 8.04804e-05 7.99287e-05
threshold=-0.51843499999999987 0.010870000000000003 0.077565000000000009 0.083935000000000023 0.083950000000000011 -0.094514999999999988 0.035560000000000008 -0.016799999999999995 0.097915000000000016 0.089885000000000007 -1.0000000180025095e-35 -0.091184999999999988 -0.10224499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 -5 11 7 8 9 12 -10 -4 -7
right_child=1 -3 5 4 -6 6 -8 -9 10 -11 -12 -13 -14
leaf_value=-0.0015309208357739356 -0.0027011896464669365 0.0016535523075984384 0.00028050530029355989 -0.0015116322697860157 0.0014144863636961187 -0.0015921718816977412 -0.0018324255314996209 0.0023026728859849317 -0.002869663590303659 0.0020614255426994396 -0.00048171538547058613 0.0025380685790506925 0.0004527971361506879
leaf_weight=0.0010918347250119522 0.0015761160268822358 0.0019814701613616896 0.0011800895584692384 0.0010444775000828105 0.0010327338439006795 0.001049594742063677 0.0013859904156866562 0.0014312396637280993 0.0011645718434607488 0.0016991897272361223 0.0010376806669878391 0.0010230120951051367 0.0018019074275079233
leaf_count=65 857 245 112 462 233 55 324 112 33 183 67 121 252
internal_value=0 7.98576e-05 -0.000122276 -0.00119767 -5.68445e-05 0.000211425 -4.58014e-05 0.000256763 -0.000176853 0.000581783 -0.00174448 0.00132881 -0.000299925
internal_weight=0 0.0174081 0.0154266 0.00365333 0.00207721 0.0117733 0.00957017 0.00818418 0.00675294 0.00455069 0.00220225 0.0022031 0.0028515
internal_count=3121 3056 2811 1552 695 1259 1026 702 590 490 100 233 307
is_linear=0
shrinkage=0.00589082


Tree=1731
num_leaves=26
num_cat=0
split_feature=1213 14 1374 1456 128 13 453 0 124 15 2 3 3 2 13 3 15 52 12 0 3 12 3 12 16
split_gain=0.000702201 0.000560117 0.000466886 0.000409126 0.000353782 0.000364694 0.000395122 0.000379625 0.00040548 0.000299923 0.000424312 0.000409032 0.000488759 0.000400469 0.000401572 0.000257596 0.000330686 0.000450573 0.000240471 0.000238672 0.000190039 0.00017669 0.000212667 0.0001338 8.00349e-05
threshold=-1.0000000180025095e-35 0.076175000000000007 -0.094929999999999987 -1.0000000180025095e-35 0.086435000000000012 -0.53104499999999988 1.0000000180025095e-35 -0.23091999999999999 -0.043384999999999993 0.088235000000000022 0.10527500000000002 -0.10831999999999999 -0.077774999999999983 0.088555000000000009 -0.012549999999999997 -0.074084999999999998 -0.10324499999999999 -0.091869999999999993 0.088105000000000003 -0.10151999999999999 0.149315 0.092355000000000007 -0.00083499999999999991 0.09141500000000001 -0.088159999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 5 -5 7 -7 -9 10 11 23 18 24 -15 -14 -17 -18 -13 -19 21 22 -12 -10 -11
right_child=1 -3 3 4 -6 6 -8 8 9 13 20 12 15 14 -16 16 17 19 -20 -21 -22 -23 -24 -25 -26
leaf_value=-0.0010485695223121764 -0.00081694134017608333 -0.001005807240066936 -0.0007896446070854887 -0.00062117550366021582 -0.00065139864849842984 0.0010619829080778589 -0.00057563195184307501 0.00095745845914114623 3.5005512975278169e-05 0.0012041345461447982 0.00084595750146354543 -0.0003197079971337552 0.00061728499563559508 0.00054479353011049544 -0.0006036050391934792 -0.00092113859938986907 -0.00072967965158936808 0.00064096246379551493 -0.0013055826886291175 -0.00019753056646262617 0.00098331086830930081 -0.00026903374891730622 8.3539627198454361e-05 0.00074271173560984112 0.00063924911471574389
leaf_weight=0.0013993256804830092 0.0012695828921884802 0.0011179569750394682 0.0010898688808433218 0.001217089694650393 0.0011990412839647515 0.0012214321150736318 0.0013353819619359433 0.0015056843141189177 0.0010288028213663496 0.0012151838770684265 0.0015196834878880294 0.0010042880724194427 0.0010770481863018322 0.0017602399324645468 0.0010880339403480654 0.001064781555323413 0.0013131013982369544 0.0018848236705286681 0.0011982040857813903 0.0012447009989615971 0.0010268621701605696 0.0010177806685053303 0.0017249914853940665 0.0013829430987915003 0.0010177772144991373
leaf_count=491 53 87 241 33 130 47 75 207 65 29 111 331 55 139 78 70 59 40 221 69 77 170 57 57 129
internal_value=0 2.72253e-05 6.52058e-05 0.000103643 0.000138353 0.000173623 0.000211363 0.000254618 0.000211881 0.000159835 6.25566e-05 -0.000101277 -0.000250065 0.000475491 0.000106108 -4.73652e-05 -0.000177347 9.20933e-07 -0.000856045 0.00030747 0.000409429 0.000271176 0.000440627 0.000440818 0.000946661
internal_weight=0 0.0315253 0.0304073 0.0291377 0.0280479 0.0268488 0.0256317 0.0242964 0.0230749 0.0215692 0.016488 0.0111987 0.00878695 0.00508123 0.00284827 0.00658446 0.00550741 0.00444263 0.00220249 0.00312952 0.00528932 0.00426246 0.00324467 0.00241175 0.00223296
internal_count=3121 2630 2543 2490 2249 2119 2086 2011 1964 1757 1382 967 845 375 217 293 238 168 552 109 415 338 168 122 158
is_linear=0
shrinkage=0.00148603


Tree=1732
num_leaves=26
num_cat=0
split_feature=1213 14 1374 44 0 48 1 49 3 47 13 52 0 3 49 15 15 52 1 12 16 43 42 0 52
split_gain=0.000501361 0.000486927 0.000468052 0.000431175 0.000352569 0.000523966 0.000596399 0.000301639 0.000286808 0.00058074 0.0002717 0.000346689 0.000251128 0.000583633 0.000255383 0.000399532 0.000351959 0.000228672 0.000338316 0.000481634 0.000395838 0.000257267 0.000259911 0.000212811 0.000154909
threshold=-1.0000000180025095e-35 0.076175000000000007 -0.094929999999999987 1.0000000180025095e-35 -0.10607499999999999 0.11951500000000001 1.0000000180025095e-35 0.10542000000000001 -0.10519499999999998 0.096300000000000011 -1.0000000180025095e-35 -0.0064899999999999992 -0.08824499999999999 -0.063074999999999978 -0.15986999999999998 0.090615000000000015 0.088235000000000022 -0.40306999999999998 0.10089500000000001 0.051320000000000005 -0.084119999999999986 -0.084004999999999982 0.086730000000000015 0.14486500000000005 -0.077024999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 6 -4 12 -8 10 -10 24 13 -6 -14 16 17 -16 20 -20 -19 22 -22 -23 -12
right_child=1 -3 3 -5 7 -7 8 -9 9 -11 11 -13 14 -15 15 -17 -18 18 19 -21 21 23 -24 -25 -26
leaf_value=-0.00098854290212611082 -0.00089849066783030706 -0.0010704246990822493 -0.00055395883213005129 -0.00081430699138252273 -0.0013110498757131954 -0.00059434998024459598 0.0014862748099974191 0.00081497288952591502 0.0015483239171246146 -0.00042850083511456513 0.00062928321552639731 0.0012092099609821005 0.00083532648979607171 0.00010375542802813511 -0.00063196860264258276 -0.00090989026678753944 0.00094928458333988182 -0.001024185412406892 0.0013503299672301434 -3.7189660276587473e-05 0.00085332132011209708 -0.00087548722727830012 -0.00016720039052071394 0.00012276806314696985 -0.0002535340185781409
leaf_weight=0.0013241287346460453 0.001258608785878578 0.0010186173112520782 0.0010912224347247 0.0012620774500931011 0.0012377766537367968 0.0011867237914913184 0.0010818884813659233 0.0011356592459956785 0.0010749771053407695 0.0011701544346536252 0.0010475628514541313 0.0015180214897062543 0.0010040731335090305 0.0019317931462421384 0.0013254056856047977 0.001152145874922573 0.0010990536193222775 0.0010483146710459895 0.0011441960060844941 0.0014904468549392647 0.0014764511749452165 0.0010235242578986829 0.0011475971459482537 0.0012007828305122814 0.0010102019166424725
leaf_count=491 53 87 78 60 299 43 28 188 122 28 21 55 33 83 199 300 90 145 175 93 141 224 42 19 24
internal_value=0 2.27463e-05 6.09872e-05 0.000104333 0.000147922 0.000403002 0.00055106 1.34677e-05 0.000725746 0.000584392 0.000839241 0.000626072 -4.24383e-05 -0.000448753 5.57803e-05 -8.86512e-06 8.58897e-05 -1.03814e-05 8.6187e-05 0.000565395 -0.000127924 6.58664e-05 0.000407008 -0.000336583 0.000195889
internal_weight=0 0.0301373 0.0291187 0.0278601 0.026598 0.00918075 0.00799403 0.0174172 0.00690281 0.00582092 0.00465076 0.00357579 0.0162816 0.00316957 0.013112 0.0121079 0.0109558 0.00985672 0.00853131 0.00263464 0.00589667 0.00484836 0.00262405 0.00222431 0.00205776
internal_count=3121 2630 2543 2490 2430 399 356 2031 278 250 222 100 1843 382 1461 1428 1128 1038 839 268 571 426 183 243 45
is_linear=0
shrinkage=0.00160853


Tree=1733
num_leaves=16
num_cat=0
split_feature=403 52 1 43 40 14 48 2 0 0 52 52 0 0 15
split_gain=8.04465e-05 0.000110357 0.000128357 0.000115055 0.000164537 0.000140845 0.000123408 0.000167795 0.000187267 0.000200308 0.000166558 0.000198107 0.000153871 0.000243175 0.000111648
threshold=-1.0000000180025095e-35 -0.40306999999999998 0.13842500000000005 0.16180500000000003 -0.013874999999999998 -1.0000000180025095e-35 0.11376500000000002 0.10912000000000001 0.089620000000000019 -0.059114999999999994 -0.0064899999999999992 0.090645000000000017 -0.10607499999999999 -0.084269999999999984 -0.090344999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 -3 -6 7 8 9 10 14 12 -12 -14 -7
right_child=1 2 -4 -5 5 6 -8 -9 -10 -11 11 -13 13 -15 -16
leaf_value=-0.001732590867339007 -0.0018869292508114292 0.0022262285608144802 0.0022733333023969857 -0.0019970752636128985 -0.0020589316618329235 -5.2620720263833921e-05 -0.0017698042083957751 0.0023645797924381822 -0.0024678645588072905 0.0028057436036963502 0.0032670832635796091 -0.0017323685353581172 -0.0014982662175209837 0.0026926756734025658 -0.0029202513415466386
leaf_weight=0.001049296715739923 0.0010834607390450236 0.0014742506486861645 0.0011450890819261301 0.0010309391888083117 0.0012472405460890465 0.0011329676283962122 0.0011691431273881401 0.0015317621979039639 0.0010365036222225602 0.0012071778149487242 0.0012016494488535949 0.0010554756815628064 0.0012146628695567539 0.0010491286459525188 0.0010765548780720521
leaf_count=756 304 239 133 167 78 113 52 182 50 94 62 307 162 123 299
internal_value=0 8.46676e-05 0.000213564 6.06798e-05 0.000208036 -2.22113e-05 0.000195371 0.000414065 8.11381e-05 0.00041399 -1.49972e-05 0.000686253 0.0014229 0.000443979 -0.00144983
internal_weight=0 0.017656 0.0165725 0.0154275 0.0143965 0.0129223 0.011675 0.0105059 0.00897412 0.00793762 0.00673044 0.00452092 0.00346544 0.00226379 0.00220952
internal_count=3121 2365 2061 1928 1761 1522 1444 1392 1210 1160 1066 654 347 285 412
is_linear=0
shrinkage=0.00637641


Tree=1734
num_leaves=15
num_cat=0
split_feature=50 47 4 1 4 42 49 3 52 2 52 0 12 2
split_gain=7.7719e-05 0.000161115 0.000168367 0.000219044 9.84569e-05 0.000227473 0.000222476 0.000123982 8.53199e-05 0.000144997 9.14435e-05 0.000140052 0.000154649 0.000169621
threshold=0.10647500000000001 0.13148500000000005 0.24564500000000003 0.111945 0.055260000000000011 0.089015000000000025 0.0093850000000000027 -0.13927999999999999 -0.081429999999999989 0.091265000000000013 -0.0064899999999999992 -0.10151999999999999 0.088305000000000008 0.088555000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -4 6 -6 7 -1 9 -9 -10 -12 -13 -14
right_child=-2 -3 3 -5 5 -7 -8 8 10 -11 11 12 13 -15
leaf_value=-0.0017461133654768399 -0.001456813915580894 -0.0020269777769678435 0.00014508430008404084 0.0031784202118450683 -0.0024914520802745209 0.00091759657879104375 0.0025772275416887391 -0.0003604955208016124 -0.0012599133077732224 0.002299007468918 0.0019566707773760786 -0.0020747083644808194 0.0019633946720832044 -0.00079968472935204647
leaf_weight=0.0011732891088729316 0.001042196412640666 0.0010187952805367209 0.0017182834639260505 0.0011957493405588444 0.0013782313324885451 0.0010005732839453718 0.0010256883946186167 0.0011820807959009097 0.001733776711354551 0.0012484011092219749 0.0010482049681499461 0.0010417800987520213 0.0011601454758471963 0.0015203589624805947
leaf_count=177 333 37 144 244 147 92 341 227 246 140 34 410 271 278
internal_value=0 7.30873e-05 0.000203336 0.00138979 -5.25275e-05 -0.00105754 0.0001622 -8.28586e-05 0.000135556 0.00100554 -0.000189536 0.00019948 -0.000295349 0.0003962
internal_weight=0 0.0174454 0.0164266 0.00291403 0.0135125 0.0023788 0.0111337 0.010108 0.00893475 0.00243048 0.00650427 0.00477049 0.00372228 0.0026805
internal_count=3121 2788 2751 388 2363 239 2124 1783 1606 367 1239 993 959 549
is_linear=0
shrinkage=0.0054422


Tree=1735
num_leaves=14
num_cat=0
split_feature=484 4 0 4 0 16 2 15 0 16 4 4 3
split_gain=7.36075e-05 0.000109309 7.63556e-05 0.000142951 0.000132052 0.000183481 0.000156288 0.000200822 0.000132235 0.000106189 9.84829e-05 8.26111e-05 5.39904e-05
threshold=-0.0068949999999999992 0.27044500000000005 0.041630000000000007 -0.49405499999999997 -0.053834999999999994 -0.014034999999999997 0.092365000000000017 -0.067579999999999987 -0.11013499999999998 -0.083134999999999987 -0.0029599999999999995 0.16173500000000005 0.11296500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 -4 5 6 9 -8 -7 10 -2 -12 -3
right_child=1 12 3 -5 -6 8 7 -9 -10 -11 11 -13 -14
leaf_value=-0.0014331692399085197 0.0017528032755982825 0.0021460119643041892 -0.00054586682943385352 0.002150014532636229 -0.0017060957003448549 0.002952482488944409 -0.00019860714198681402 -0.0037678218789301715 0.00025665422183029305 -0.0012530501149398483 -0.0012859129395451311 0.00094525866709425888 0.00030146851885507668
leaf_weight=0.0011838419838187874 0.0014976568779612176 0.001207896807234053 0.0013732844412350786 0.0013570327791851975 0.001937558224811676 0.001031304509804265 0.0012073377429463461 0.0010002366091222958 0.0016283671193222937 0.001548877374381856 0.0011698592524920781 0.0011341669435385171 0.0010120520827620882
leaf_count=503 381 233 113 85 182 98 178 164 484 437 112 38 113
internal_value=0 8.5701e-05 -9.61523e-05 0.000794051 -0.000296108 -2.87383e-05 -0.000497011 -0.00181579 0.00130198 4.71018e-05 0.000576808 -0.000187609 0.0013051
internal_weight=0 0.0171056 0.0148857 0.00273032 0.0121554 0.0102178 0.00755813 0.00220757 0.00265967 0.00535056 0.00380168 0.00230403 0.00221995
internal_count=3121 2618 2272 198 2074 1892 1310 342 582 968 531 150 346
is_linear=0
shrinkage=0.00589082


Tree=1736
num_leaves=25
num_cat=0
split_feature=1213 14 151 150 1374 457 52 4 2 50 0 0 0 0 16 13 12 4 47 16 12 15 13 3
split_gain=0.000621466 0.000503405 0.000405506 0.000529962 0.000386168 0.000427741 0.000398537 0.000371097 0.000445678 0.000386093 0.000335081 0.000350569 0.000612947 0.000543617 0.000450739 0.000415847 0.0002806 0.00043526 0.00023752 0.000239674 0.000651035 0.000205651 0.000193211 0.000122292
threshold=-1.0000000180025095e-35 0.076175000000000007 -0.40381499999999992 -0.099594999999999975 -0.094929999999999987 0.080930000000000016 0.41423000000000004 0.27287000000000006 0.113445 0.099210000000000007 -0.019414999999999998 -0.10011499999999998 -0.10224499999999999 -0.084804999999999978 -0.014034999999999997 -0.0034749999999999994 0.092200000000000018 0.04735000000000001 0.085270000000000026 0.15891500000000003 0.097825000000000009 -0.090344999999999995 -0.063184999999999977 -0.082794999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 -5 6 7 9 -9 10 11 12 14 -13 16 22 17 -6 19 -12 -21 -7 -15 -17
right_child=1 -3 3 4 5 21 -8 8 -10 -11 18 13 -14 15 -16 23 -18 -19 -20 20 -22 -23 -24 -25
leaf_value=-0.00098244418965320077 -0.00085043626564101655 -0.00095636388954754847 0.0010811035953850277 -0.0007371862057711509 7.5862752039504102e-05 0.0011272118972376008 -0.00085209429474304677 2.1248031447114204e-05 0.0010843030132767751 0.0007297072893737266 0.00050816985312041225 -0.0013800062220604092 0.00096736063965720796 -0.00020941021623228158 0.00067821559494747044 -0.00035837535900257156 0.00014824778872843484 -0.0010342379472493444 0.0008699515009575402 -0.00081163775048681444 0.00059726807110094531 0.00032100230796827466 0.00053639849058397492 -0.0010523103156249223
leaf_weight=0.0013575281832102206 0.0010092640402916677 0.001074661348203775 0.0010997082989234732 0.0012627956104402918 0.0012158215499340486 0.0010612357012820262 0.0010534141815459188 0.0018147336650631554 0.00155378232484224 0.0013932852044024049 0.0017958431836948641 0.0010830877988559275 0.0012285927719020064 0.0017575420423924185 0.0010919506840281201 0.0010004218636969764 0.0015467289321167144 0.0019553962812955961 0.0010184655168359313 0.001536401976753865 0.0012728688146168565 0.0018289594342119622 0.0012700634760078322 0.0011687767670125609
leaf_count=491 63 87 39 41 54 58 182 115 163 219 61 377 25 305 50 137 30 69 17 102 32 137 188 79
internal_value=0 2.39256e-05 5.78879e-05 8.84358e-05 5.06759e-05 8.66615e-05 2.47454e-05 6.37129e-05 0.000511599 -1.04791e-05 -6.49239e-05 -0.000190837 3.24302e-05 -0.000441074 -0.000165275 -0.000245387 -0.000360498 -0.000608634 0.000233277 9.24701e-05 -0.000173268 0.00061703 0.000103452 -0.000732272
internal_weight=0 0.0320938 0.0310191 0.0300099 0.0289102 0.0276474 0.0247572 0.0237038 0.00336852 0.0203352 0.018942 0.0133184 0.00703849 0.00627989 0.0058099 0.0051968 0.00471795 0.00317122 0.00562358 0.00460511 0.00280927 0.0028902 0.00302761 0.0021692
internal_count=3121 2630 2543 2480 2441 2400 2205 2023 278 1745 1526 1314 228 1086 203 709 153 123 212 195 134 195 493 216
is_linear=0
shrinkage=0.00145689


Tree=1737
num_leaves=24
num_cat=0
split_feature=1213 14 1374 1456 11 51 453 4 150 484 151 16 16 1 15 15 133 52 16 16 43 2 15
split_gain=0.00073422 0.000622924 0.00041555 0.000426698 0.00041355 0.000456417 0.000613384 0.000457685 0.000301651 0.000289715 0.000331639 0.000351374 0.000386641 0.000377817 0.000240204 0.000440599 0.000254685 0.000303378 0.000215027 0.000190592 0.000381913 0.000160887 0.000104812
threshold=-1.0000000180025095e-35 0.076175000000000007 -0.094929999999999987 -1.0000000180025095e-35 0.088215000000000002 0.078435000000000019 1.0000000180025095e-35 0.27834500000000006 0.092010000000000022 0.084750000000000006 0.061780000000000009 -0.51370499999999997 -0.091354999999999978 0.11588000000000001 0.090615000000000015 0.088235000000000022 0.098785000000000012 0.091820000000000013 -0.062804999999999986 -0.056919999999999991 -0.074359999999999996 0.113445 -0.42198999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 5 6 7 8 9 10 11 -5 13 -13 15 16 17 19 21 -14 -21 -7 -9
right_child=1 -3 3 4 -6 18 -8 22 -10 -11 -12 12 14 -15 -16 -17 -18 -19 -20 20 -22 -23 -24
leaf_value=-0.0010324417666582818 -0.0007387513288754366 -0.0010626329912966862 -0.00081201422350747567 0.00082009253231595403 -0.00060381661932484626 0.00058364442881286231 -0.0010068214969420777 0.00048338050360228303 -0.00069090233396831434 0.00077297650968971587 0.00087970490332366308 -0.00091603192526972259 0.0004402813709120116 0.00011671402043206002 -0.00058452485464799138 0.0010072170849833603 -0.00056432830997772774 0.00063964312726581081 0.00014977677292463427 0.00022419291570422155 -0.00074693073793304402 0.0012814832230338656 0.0011478642120248063
leaf_weight=0.0014289231539850724 0.0012683188193740582 0.0010558472723074521 0.0010170959959509831 0.0010661182405122737 0.0014618494251532601 0.0019640446731417349 0.0010077465674523936 0.0010056643214974015 0.001006894525786838 0.0013664913641155954 0.0010095027495499185 0.0018556449836982713 0.0012617883836922817 0.0012640615902910213 0.0010098024872460263 0.0011499040199574049 0.001239683370044764 0.0019414788261156168 0.0014392573020363111 0.0018744500046760926 0.0015875179963977743 0.0010906356058555389 0.0010097292162246909
leaf_count=491 53 87 241 22 99 153 66 137 108 99 31 189 136 14 229 75 130 55 109 227 179 63 128
internal_value=0 3.65035e-05 7.66631e-05 0.000114094 0.00014949 0.000193275 0.000101733 0.000158588 8.34165e-05 0.000130309 7.27598e-05 1.55958e-05 -4.94578e-05 -0.000497578 8.94447e-05 0.000164606 4.20345e-05 0.000154813 0.00061405 -4.44531e-05 -0.000221125 0.000832799 0.000816292
internal_weight=0 0.0299535 0.0288977 0.0276294 0.0266123 0.0251504 0.0206565 0.0196487 0.0176333 0.0166264 0.01526 0.0142504 0.0131843 0.00311971 0.0100646 0.00905482 0.00790492 0.00666524 0.00449394 0.00472376 0.00346197 0.00305468 0.00201539
internal_count=3121 2630 2543 2490 2249 2150 1825 1759 1494 1386 1287 1256 1234 203 1031 802 727 597 325 542 406 216 265
is_linear=0
shrinkage=0.00145689


Tree=1738
num_leaves=26
num_cat=0
split_feature=1213 1456 133 133 130 0 16 123 16 453 160 16 47 474 4 4 1 4 13 1 2 133 1 43 2
split_gain=0.000571229 0.000546158 0.000481228 0.000471406 0.000381092 0.000476466 0.000325564 0.000577123 0.000498357 0.000341572 0.000451052 0.000574717 0.00050237 0.000417017 0.000406807 0.000644918 0.00030579 0.00062839 0.00122413 0.000290523 0.000284893 0.000205958 0.000171475 0.000156495 5.82067e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.25159999999999993 -0.085499999999999979 -0.0015749999999999998 0.18019500000000002 0.26676500000000009 0.083430000000000018 0.41553500000000004 1.0000000180025095e-35 -1.0000000180025095e-35 -0.008904999999999998 0.09550500000000002 0.084660000000000027 0.27044500000000005 0.033845000000000007 0.086560000000000012 0.0061450000000000003 -0.0025349999999999995 0.13501500000000002 0.10402500000000002 0.09112000000000002 0.11282000000000002 0.0051600000000000005 0.088850000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 23 -5 6 7 9 -8 10 11 -6 14 -13 15 16 21 18 -18 -10 -17 24 -14 -4 -12
right_child=1 2 3 4 5 -7 8 -9 19 -11 12 13 22 -15 -16 20 17 -19 -20 -21 -22 -23 -24 -25 -26
leaf_value=-0.00083949528909672486 -0.0008799574651721314 -0.00082220725627404976 0.00036482876799022809 -0.0005730557705124139 -0.0009174998125458558 0.00097650739936307152 -0.0010292199626973817 0.00098440438922225981 0.00051732243083681291 -0.00065915599365471583 0.00053845625451373386 -0.00043823058677382697 0.00046057130684440064 0.00073896286846901211 0.00084308495933304195 -0.00014529151937217396 0.00073435768229465203 0.00084556482002946733 -0.0011213816664105473 -0.0004756939858298339 -0.0009499467475051304 5.0353221593592722e-05 0.0011962472388991777 0.0010854476351749931 0.00096855802918751613
leaf_weight=0.0014409955711233704 0.0011559097792115105 0.0010717296710974203 0.0011910725512009881 0.0016838623993074417 0.0016212503771033393 0.0010486517824923594 0.0012109454470697325 0.0012911732024322017 0.0011365278246612265 0.0011421264995477012 0.0010898508901613368 0.0011087434478311833 0.0013118868381418744 0.0010724353261588604 0.0011902854234041591 0.0019062766176474177 0.0010787513896040046 0.0010734210075895589 0.0015975883020038495 0.001006302891898514 0.001369943373953797 0.0010809892845178581 0.0010203880313497393 0.0010079279232915184 0.0011950355229648491
leaf_count=491 258 164 115 169 325 24 106 204 156 62 90 127 40 82 108 54 119 14 68 13 31 134 27 64 76
internal_value=0 2.76112e-05 6.31642e-05 9.65338e-05 4.63626e-05 8.88435e-05 4.92395e-05 0.000113865 -0.000339042 5.42635e-05 0.000100255 -0.000310563 0.00021252 0.000140568 9.77567e-05 1.23867e-05 0.000239903 -2.44468e-05 -0.000373389 5.09882e-05 -0.000481756 0.000534402 0.000782435 0.00069513 0.000763407
internal_weight=0 0.0306631 0.0295072 0.0284354 0.0262364 0.0245526 0.0235039 0.0201501 0.00335378 0.018859 0.0177168 0.00380243 0.0139144 0.00218118 0.0115821 0.0103919 0.00711564 0.00374976 0.00267634 0.00214283 0.00327622 0.00336588 0.00233227 0.002199 0.00228489
internal_count=3121 2630 2372 2208 2029 1860 1836 1561 275 1357 1295 534 761 209 694 586 501 201 187 169 85 300 67 179 166
is_linear=0
shrinkage=0.00134594


Tree=1739
num_leaves=27
num_cat=0
split_feature=1213 14 46 51 39 47 124 456 48 0 151 150 132 16 43 1 12 43 403 13 52 15 4 16 52 47
split_gain=0.000517844 0.000486109 0.000469998 0.000441257 0.000432398 0.000646326 0.000433558 0.000457208 0.000522292 0.000581685 0.000633479 0.000892449 0.000319173 0.000489473 0.000580058 0.00045737 0.000613764 0.000361221 0.000338044 0.000355816 0.000231831 0.000227679 0.000178537 0.00022103 0.00031431 0.000115915
threshold=-1.0000000180025095e-35 0.076175000000000007 0.081930000000000017 -0.40274499999999996 0.11593500000000001 0.12431000000000002 -0.043384999999999993 0.086265000000000022 0.12737000000000001 -0.23091999999999999 -0.024429999999999997 0.087380000000000013 0.081465000000000024 -0.083134999999999987 -0.51144999999999985 0.11181500000000001 0.092255000000000018 -0.091274999999999981 0.092070000000000013 -0.080519999999999994 -0.021869999999999997 0.083490000000000023 -0.49405499999999997 0.013515000000000001 -0.07167999999999998 0.092165000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 6 -5 8 9 -8 20 12 13 15 -15 16 18 -16 19 -12 -11 22 -19 25 -25 -24
right_child=1 -3 -4 4 -6 -7 7 -9 -10 10 11 -13 -14 14 17 -17 -18 21 -20 -21 -22 -23 23 24 -26 -27
leaf_value=-0.001016588367747017 -0.00087746833919291319 -0.0011069491143035799 -0.00096716837495519571 0.00096097830943071838 0.0011866080149459976 -0.0010989431637021525 0.0011736338034601668 -0.0009827283113352629 -0.0010246761928294802 0.0003553795148246301 0.00072732535214525243 -0.0012920138746952052 0.00092078412798533979 0.00094498845489683755 -0.0013313067164611018 0.0012959741930804259 -0.00081105990308150166 -0.00073137789719061549 0.0012747962619500291 -0.00044765999303873777 0.0013262812420690097 -0.00096747504398948174 -0.00077560957086618529 -0.00022503544405228637 0.00095715755177554099 1.3753590764373652e-05
leaf_weight=0.0014629449339849656 0.0012880845413801847 0.0010769087450785966 0.0012499500827942702 0.0018251410125482417 0.0011135634716608047 0.0012478552873886875 0.0016650470383012738 0.0010884294792257157 0.0010582453587826271 0.0013468282942667997 0.0016740296322990122 0.0014141862216187065 0.0013330893817596881 0.0011101744851202923 0.0010003510738479911 0.0013219598116321896 0.0013746146898154232 0.0010763055045472812 0.0011863836212739898 0.0013619051565379328 0.0015314219982275326 0.0010462450583803989 0.0010414378002054463 0.0012984362117389736 0.0013229854950347897 0.0011304221574519602
leaf_count=491 101 87 53 225 57 52 46 159 19 102 118 98 176 14 111 66 116 104 29 136 80 317 145 136 42 41
internal_value=0 2.11369e-05 5.89742e-05 0.000100541 0.000143145 0.00010231 0.000157405 9.96236e-05 0.000148115 0.000201529 0.000126492 1.17051e-05 0.000118411 5.13292e-05 -0.000210513 0.000392927 0.000179633 -0.000372562 0.000502163 0.000200233 0.000871964 -0.000233883 -0.000103121 3.7951e-05 0.000371597 -0.000364757
internal_weight=0 0.033184 0.0321071 0.0308571 0.0295691 0.0284555 0.0272076 0.0253825 0.0242941 0.0232358 0.0215708 0.0186925 0.0172783 0.0159453 0.00902636 0.00691889 0.00559693 0.00791618 0.00422232 0.00303593 0.00287825 0.00691583 0.00586959 0.00479328 0.00262142 0.00217186
internal_count=3121 2630 2543 2490 2389 2332 2280 2055 1896 1877 1831 1649 1551 1375 910 465 399 896 283 254 182 785 468 364 178 186
is_linear=0
shrinkage=0.00170698


Tree=1740
num_leaves=24
num_cat=0
split_feature=1213 1456 475 11 453 4 13 160 160 42 1374 48 42 15 0 52 4 13 0 0 457 49 1
split_gain=0.000680116 0.00045148 0.000356704 0.000321996 0.000329301 0.000513091 0.000397396 0.000335223 0.000280588 0.000348758 0.000311164 0.000315516 0.00033133 0.000521833 0.000288097 0.000417646 0.000458655 0.000420319 0.000326279 0.000284689 0.000207798 0.000256735 0.000166988
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.084444999999999978 0.088215000000000002 1.0000000180025095e-35 0.27287000000000006 -0.53104499999999988 -1.0000000180025095e-35 -0.098904999999999979 -0.11466499999999999 -0.094929999999999987 0.082620000000000013 -0.092814999999999981 -0.10324499999999999 -0.10011499999999998 0.096795000000000006 -0.076229999999999978 -0.010739999999999998 0.13134000000000004 -0.13027499999999997 0.045365000000000009 0.10247500000000002 0.10089500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 5 6 -4 -7 -8 -10 -11 12 -12 -14 19 16 17 -16 -17 -15 21 22 -13
right_child=1 2 3 -5 -6 7 8 -9 9 10 11 20 13 14 15 18 -18 -19 -20 -21 -22 -23 -24
leaf_value=-0.0010171789160350634 -0.00089045097255800547 -0.00078083687803724656 -0.00078108651938667436 -0.00059733184132660972 -0.00057418893310702947 0.00013701906631669039 -0.00043873886409507418 0.0012095087716879629 -0.00055448062585256518 -0.00043461592034533029 0.00092157994589880173 -0.00029615562896495416 -0.00081620307212894349 7.256952609609322e-05 0.00060314439664614183 4.1302460573636367e-06 -0.00082404841615263977 -0.00042547068336764589 0.0011330109646977037 0.00095607088738735473 0.0010348790159199755 0.00099713014711123415 0.00051673832767434749
leaf_weight=0.0013884002310073909 0.0011001850648060659 0.0010321208469862416 0.0010501075819906404 0.0013710267325937045 0.0013511347473051929 0.0010315564492064111 0.00166172154708799 0.0015451802602906009 0.0012705740589618033 0.0013688757837826407 0.0011244557981768813 0.0010862106053720613 0.0012002264746406787 0.0013837563796093022 0.0017736021619421073 0.0010811572042537243 0.0016437976568881036 0.0016073504003018789 0.0010926413718834738 0.001757118902062863 0.0015982688954321311 0.0010063502818482561 0.0010596394241719764
leaf_count=491 258 205 17 91 72 95 246 199 80 34 42 125 45 52 188 106 332 174 13 36 99 54 67
internal_value=0 2.5673e-05 6.03127e-05 9.12471e-05 0.000126613 0.000163977 9.4235e-05 0.000780154 0.000136563 0.000184234 0.000234203 0.000286775 0.00016667 9.31093e-05 0.000198665 3.80256e-05 -0.000192788 0.000114127 0.000571553 0.000566832 0.00060696 0.000389991 0.000105258
internal_weight=0 0.0301971 0.0290969 0.0280648 0.0266937 0.0253426 0.0227659 0.00257674 0.0217157 0.020054 0.0187835 0.0174146 0.0126641 0.0115397 0.0103394 0.00719855 0.00502475 0.00338095 0.0021738 0.00314088 0.00475047 0.0031522 0.00214585
internal_count=3121 2630 2372 2167 2076 2004 1710 294 1693 1447 1367 1333 988 946 901 813 694 362 119 88 345 246 192
is_linear=0
shrinkage=0.00145689


Tree=1741
num_leaves=23
num_cat=0
split_feature=1213 1456 11 456 13 13 1374 457 15 1 42 3 15 15 3 1 13 4 2 3 2 4
split_gain=0.000540193 0.000454515 0.000335201 0.000256805 0.000287374 0.000361535 0.000204955 0.000378793 0.000259424 0.000389412 0.000267657 0.000310952 0.000366885 0.000302884 0.000345303 0.000245291 0.000417609 0.000439888 0.000240896 0.000226294 0.000109296 9.9926e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 0.088215000000000002 0.087485000000000021 -0.53104499999999988 -0.42195999999999995 -0.094929999999999987 0.092360000000000012 0.091915000000000011 0.11146500000000002 0.10256000000000001 -0.097604999999999983 -0.015744999999999999 0.088345000000000021 -0.077774999999999983 0.094385000000000011 -0.020934999999999999 0.076415000000000025 0.092875000000000013 0.013900000000000001 0.095040000000000013 0.26790000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 -3 -6 -7 8 10 -10 11 12 -8 14 -13 18 -17 -18 19 -16 -14 -19
right_child=1 2 -4 -5 5 6 7 -9 9 -11 -12 13 20 -15 15 16 17 21 -20 -21 -22 -23
leaf_value=-0.0010022420363059788 -0.0009525873443414749 -0.00063633335821434707 -0.00069457394806286073 -0.00067216435616418338 0.0010184356856790908 -0.00049836932765185099 0.0012446527407392232 0.0011273740570344186 -0.00091493115500659405 0.00038588606006713345 -0.0003960117977255392 -0.00075129232153163148 -0.00016372258032517712 0.00080430138228983488 -0.0003610122549726172 0.0010812224839691336 0.00070721441126889487 -0.00068500865935898763 -0.00072467304063954284 0.00053059415096685957 0.00056823647134020554 -4.9288072862195654e-05
leaf_weight=0.0014008051911800204 0.0011925548685606377 0.0011953273733800165 0.0014409692132306686 0.0010651232174378458 0.0012378407489768142 0.0012839261505455104 0.0015790816712818456 0.00100523857749124 0.0014346537109688464 0.001017896319041256 0.0018671128150674057 0.001269463522310864 0.0010065484329677575 0.0015185295533486362 0.0014228055368654888 0.0015068680241793796 0.0018237487293402159 0.0011214314073981768 0.0013271040794705646 0.0015269348572530816 0.0011097707468223916 0.0014893744426957567
leaf_count=491 258 34 110 146 67 40 97 54 271 24 172 561 69 80 74 121 118 20 146 53 50 65
internal_value=0 2.01248e-05 6.11875e-05 0.00010181 0.000133832 0.000171334 0.000126351 0.000162766 0.000116638 -0.000375045 0.000181579 0.000246149 0.000657906 0.000129159 3.99139e-05 0.000138209 0.000349654 0.000101066 -0.000155532 0.000100528 0.000220107 -0.000322352
internal_weight=0 0.0294423 0.0282497 0.0268088 0.0257437 0.0245483 0.0233105 0.0220266 0.0210213 0.00245255 0.0185688 0.0167017 0.0036954 0.0130063 0.0114877 0.0102183 0.00594142 0.00443455 0.00427684 0.00294974 0.00211632 0.00261081
internal_count=3121 2630 2372 2262 2116 2082 2015 1975 1921 295 1626 1454 216 1238 1158 597 324 203 273 127 119 85
is_linear=0
shrinkage=0.00160853


Tree=1742
num_leaves=26
num_cat=0
split_feature=1213 14 1374 457 11 160 3 124 484 50 3 2 15 151 0 15 2 124 2 13 3 0 1 0 0
split_gain=0.000646346 0.000552186 0.000509491 0.00044902 0.00036818 0.000336695 0.000299194 0.000451908 0.000395503 0.000617366 0.00045533 0.000409808 0.000378567 0.000341304 0.000421369 0.000492196 0.000594211 0.000479894 0.000498215 0.000523018 0.000470456 0.000318466 0.000278466 0.000242874 5.87719e-05
threshold=-1.0000000180025095e-35 0.076175000000000007 -0.094929999999999987 0.080930000000000016 0.089270000000000002 -0.40698999999999991 0.30112000000000005 -0.043384999999999993 -1.0000000180025095e-35 0.10030500000000002 -0.10519499999999998 0.12595500000000001 -0.010414999999999999 -0.033849999999999991 -0.10011499999999998 -0.10324499999999999 0.091055000000000011 0.10281000000000001 0.088555000000000009 -0.14819499999999997 -0.082974999999999979 -0.15350499999999997 0.083135000000000014 0.041630000000000007 -0.10474999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 -4 7 -7 -9 10 12 13 -10 -12 15 16 -15 18 20 -20 -16 -17 -5 -14 -23
right_child=1 -3 3 22 -6 6 -8 8 9 -11 11 -13 23 14 17 21 -18 -19 19 -21 -22 24 -24 -25 -26
leaf_value=-0.0010629062335711487 -0.00089883673144153448 -0.0011283734550842838 -0.00079276575046768796 1.7320081435246049e-05 -0.0007656127398756713 0.00098317512489629728 0.0009211139189060013 -0.00084504671313754805 0.0012824379112433869 0.0011799422906925761 -0.00088022398691698983 -0.0010390935274836024 -0.00043990567187925355 -0.00096999116193951639 0.0006817582141277782 3.9016526380062016e-05 0.00064104607385718148 0.00074364798446998768 -0.00018119819541238621 -0.0015729251701829183 -0.00056981494928269106 0.00085464487362014302 0.0010268771844508119 0.00054520194165077627 0.0013806151349730494
leaf_weight=0.0014521399740595733 0.001335705884727644 0.0010177540739535465 0.0010626441650907195 0.0010424056078717206 0.0013697155890746151 0.0012824373670128611 0.0010911939693177821 0.001240012398039724 0.0010754715454062702 0.0011780760013393446 0.0011214978615186064 0.0011250238126680615 0.0010004664601410583 0.0011925595380812837 0.0014281329174269308 0.0010221323226744516 0.0010895252240143982 0.0010528681491741576 0.0012862560037092408 0.0014051051276912918 0.0015657957120483162 0.0010835469210661586 0.0019514927090936718 0.0016470420202576719 0.0010310667486592628
leaf_count=491 53 87 201 71 90 173 116 421 54 77 83 82 39 26 228 24 31 13 16 317 196 32 130 49 21
internal_value=0 1.37887e-05 5.29543e-05 9.78065e-05 2.9596e-05 7.5016e-05 0.000115252 7.49649e-05 1.82725e-05 7.37271e-05 1.83196e-06 -0.000125239 0.000493445 -4.78122e-05 2.89789e-05 0.000356368 -0.000200841 -0.000234308 -0.000415417 -0.000907791 2.71976e-05 0.000761756 0.000675373 0.00017294 0.0011111
internal_weight=0 0.0306979 0.0296802 0.0283445 0.0253506 0.0239809 0.0229182 0.021827 0.0205446 0.0193046 0.0181265 0.0144035 0.00372298 0.0132785 0.012157 0.00541883 0.00228208 0.00673816 0.00568529 0.00269136 0.00299393 0.00313675 0.0029939 0.00264751 0.00211461
internal_count=3121 2630 2543 2490 2289 2199 1998 1882 1709 1288 1211 1069 142 987 904 134 57 770 757 333 424 77 201 88 53
is_linear=0
shrinkage=0.00157699


Tree=1743
num_leaves=27
num_cat=0
split_feature=14 3 1213 1374 457 484 160 50 51 160 47 47 52 4 47 4 2 13 12 2 4 1 0 52 4 16
split_gain=0.000557516 0.000434417 0.000380201 0.000369333 0.000602751 0.000473947 0.00032299 0.000418597 0.000411577 0.000320604 0.000413015 0.000390833 0.000314884 0.000360201 0.000420876 0.00048244 0.000424342 0.000383919 0.000367566 0.000512608 0.000338611 0.00024276 0.00024264 0.000215658 0.000146071 0.000134574
threshold=0.076175000000000007 0.30112000000000005 -1.0000000180025095e-35 -0.094929999999999987 0.080930000000000016 -1.0000000180025095e-35 -0.40698999999999991 0.099210000000000007 0.088210000000000011 -0.081069999999999989 0.13148500000000005 0.10980000000000002 0.11434500000000002 -0.083854999999999985 0.09585500000000001 0.053180000000000012 0.11093500000000002 -0.0034749999999999994 0.090020000000000017 0.088225000000000012 -0.46376499999999993 0.083135000000000014 -0.11991499999999998 0.09086000000000001 0.16173500000000005 -0.069894999999999985
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 5 -5 -7 8 9 22 11 12 13 17 15 18 24 20 19 -15 -11 -6 -8 -19 -17 -23
right_child=-2 -3 3 4 21 6 7 -9 -10 10 -12 -13 -14 14 -16 16 -18 23 -20 -21 -22 25 -24 -25 -26 -27
leaf_value=-0.00076408573507239809 -0.0010357958090827328 0.00093707057307037926 -0.00075167811068860193 -0.00083125185187081822 0.00011277187326636499 -0.00078954875506170809 0.0010872002559200759 0.00090832093238289485 -0.00086256716643652424 0.00020763253259519526 -0.00086510864164578171 0.00089337375818223849 -0.00071730107066460226 -0.00084272267817537725 -0.00087881659472967765 0.00030049282151689192 -0.00036403972297601003 -0.00039408891087427364 -0.0011498331850632604 0.00056420758435715593 0.0013554956596691147 0.0013379447730777082 0.00011853398849189833 0.00047403654527228582 0.0009216994787127784 0.00058083753848488858
leaf_weight=0.0014078102211801937 0.0011368879133111234 0.0011087802639089253 0.0012879328614694421 0.0014806540725183634 0.0011227928485206809 0.0010025223601957114 0.0011255304490590534 0.001249683977674553 0.0010982136711017434 0.0010391155268365537 0.0011297382554573679 0.0011651688823442466 0.001240026004283302 0.0010569024659527575 0.0013356635225374456 0.0016588364796604749 0.0013874791606108272 0.001404551803329203 0.0010288012360449572 0.0012461077240022433 0.0012504388907661479 0.0010683043133641879 0.0011591326320955489 0.001148720084870547 0.0016849046309679733 0.0010072679699653087
leaf_count=477 101 130 50 440 71 200 21 93 96 23 24 58 45 149 47 55 122 126 235 92 85 55 143 22 97 64
internal_value=0 2.32204e-05 -9.6923e-06 2.64581e-05 6.21351e-05 -1.58926e-05 3.56745e-05 7.25929e-05 2.32342e-05 7.1726e-05 4.37826e-06 6.33865e-05 9.2013e-07 6.34565e-05 -0.000106187 2.18013e-05 0.000326839 0.000392691 -0.000411356 -8.14639e-05 0.000834537 0.000669408 0.000595744 -3.51823e-06 0.000613518 0.000970523
internal_weight=0 0.0318951 0.0307863 0.0293785 0.0280906 0.0248922 0.0234115 0.022409 0.0211593 0.0200611 0.0177765 0.0166467 0.0154815 0.0142415 0.0093987 0.00806303 0.00473122 0.00484283 0.00333181 0.00230301 0.00228955 0.00319837 0.00228466 0.00255327 0.00334374 0.00207557
internal_count=3121 3020 2890 2413 2363 2173 1733 1533 1440 1344 1180 1156 1098 1053 797 750 274 256 476 241 108 190 164 148 152 119
is_linear=0
shrinkage=0.00148603


Tree=1744
num_leaves=26
num_cat=0
split_feature=1213 14 1374 457 11 160 159 124 484 50 3 0 13 4 1 47 0 0 4 0 1 13 42 4 3
split_gain=0.000688276 0.000476916 0.000471896 0.000474281 0.000477627 0.000406799 0.00029547 0.000318786 0.000355144 0.000503064 0.000505281 0.000418323 0.000579092 0.000415794 0.000383682 0.00076129 0.000335385 0.000294434 0.000469087 0.000287343 0.000245404 0.000244078 0.000206299 0.000202726 7.12637e-05
threshold=-1.0000000180025095e-35 0.076175000000000007 -0.094929999999999987 0.080930000000000016 0.088215000000000002 -0.40698999999999991 -0.22563499999999997 -0.043384999999999993 -1.0000000180025095e-35 0.099450000000000011 -0.10519499999999998 -0.053834999999999994 -0.47860499999999995 0.24564500000000003 0.12408500000000001 0.09585500000000001 -0.019414999999999998 -0.10011499999999998 -0.082109999999999975 -0.10224499999999999 0.083135000000000014 0.18141000000000002 0.088465000000000002 0.052250000000000012 0.092670000000000016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 -4 -7 -8 -9 10 13 14 -13 21 15 17 -14 19 -19 23 -5 -10 -20 -12 -25
right_child=1 -3 3 20 -6 6 7 8 9 -11 11 12 16 -15 -16 -17 -18 18 22 -21 -22 -23 -24 24 -26
leaf_value=-0.00083411980023712909 -0.00067717477614119353 -0.00081520148717973535 -0.0006799338504154533 5.1387569537235462e-05 -0.0006733265547480792 0.00075951548273823014 0.00055990067347279045 -0.00066114791069536531 0.00051450647024358091 0.00092057225347700309 0.00043941678616842581 0.00027143973198665532 -0.0012019376758336407 0.0011069431635734042 0.00076868446110029656 -0.00084568699441468895 -0.00033637643088674338 0.00043793066691588114 -0.00089040741988142354 0.00087671386538615726 0.00080235090588547293 -0.00019463459919958761 -0.00012517076210574607 -0.00034154487574010261 0.0001129567677869272
leaf_weight=0.0015295974707139051 0.0013306381374427181 0.0010240970652617412 0.0010805160488716594 0.0010172127951602042 0.0014253536272441627 0.0010062497823229979 0.0018951052762082995 0.0010975591968104262 0.0015991015089085086 0.0010097548682936877 0.0019492662438693742 0.0012636679284572239 0.0013078586246750012 0.0010002997514790835 0.0010171137943685285 0.0015132386581455668 0.0014702317149143289 0.001243718513106444 0.0011223307952491005 0.0010578603127058203 0.0019872198666652796 0.0014140227499979119 0.0010583444069752201 0.0010715288330533923 0.0010620944451176229
leaf_count=491 53 87 201 71 96 102 192 363 71 71 61 16 97 42 80 88 61 162 302 19 130 24 181 45 15
internal_value=0 1.96686e-05 4.72486e-05 7.97379e-05 2.69668e-05 6.6514e-05 9.98985e-05 7.12311e-05 2.76672e-05 6.51672e-05 2.00644e-05 -8.39359e-05 -0.000426425 0.000412318 4.08226e-05 -3.26335e-05 -0.000743862 0.000111012 -0.000171459 0.000299174 0.000548097 0.000181715 -0.000519016 0.000149535 -0.000115299
internal_weight=0 0.0320244 0.0310003 0.0296696 0.0266652 0.0252399 0.0241593 0.0231531 0.021258 0.0201604 0.0191507 0.0151373 0.00404176 0.00401342 0.0110955 0.0100784 0.00277809 0.00856514 0.00342439 0.00514075 0.00300443 0.00301312 0.00218068 0.00408289 0.00213362
internal_count=3121 2630 2543 2490 2289 2193 1992 1890 1698 1335 1264 1127 174 137 953 873 158 785 645 140 201 95 483 121 60
is_linear=0
shrinkage=0.00124344


Tree=1745
num_leaves=16
num_cat=0
split_feature=0 16 47 52 49 14 15 42 52 1 16 133 2 16 0
split_gain=0.000110691 0.000121695 0.000221315 0.000137794 0.000122802 0.000100554 0.000180761 0.000145579 0.000116999 0.000299302 0.00015546 0.000138943 0.000136272 0.000111959 8.07671e-05
threshold=0.18019500000000002 0.26676500000000009 0.10421000000000001 -0.081429999999999989 -0.074429999999999982 -0.10708499999999999 -0.15026499999999995 0.091735000000000025 -0.0064899999999999992 0.091785000000000019 -0.014034999999999997 -1.0000000180025095e-35 0.091185000000000002 -0.083134999999999987 -0.10151999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 4 -1 -5 -7 8 9 -8 11 -10 13 -13 -14
right_child=-2 2 -4 5 -6 6 7 -9 10 -11 -12 12 14 -15 -16
leaf_value=0.0029450012883508502 0.0022389928751242912 -0.0036559377343906314 0.00066307747427107248 -0.0021500148261184623 1.9481030307542898e-05 0.0028269947172564007 -0.0040392560009624556 -0.0022885018332704952 -0.0021917138592261625 0.001166231059481433 0.0022961671808089876 0.0028288911595640899 -0.002316832275727715 -0.00013986239716425291 0.00045312068914868099
leaf_weight=0.0014170167291751579 0.0010157695523846369 0.0012604201970884124 0.0011022659451369599 0.0012261504758448042 0.0014275718766039716 0.0010040235428556638 0.001082321269990312 0.0015578797519145435 0.0012465015898608265 0.0011077594486804399 0.0017290506810533346 0.0014529516783695628 0.0010054467873902295 0.0011110341900459385 0.0010844503846901832
leaf_count=123 36 305 60 100 325 216 237 422 538 84 139 143 92 173 128
internal_value=0 -0.000146914 -0.00164098 6.76492e-05 0.00147681 -0.000226929 -3.64829e-05 -0.000289177 2.80188e-05 -0.00140628 0.000439744 -0.000104263 0.000454843 0.00154246 -0.0008795
internal_weight=0 0.0188148 0.00236269 0.0164522 0.00284459 0.0136076 0.0123814 0.0113774 0.00981952 0.00219008 0.00762944 0.00590038 0.00465388 0.00256399 0.0020899
internal_count=3121 3085 365 2720 448 2272 2172 1956 1534 321 1213 1074 536 316 220
is_linear=0
shrinkage=0.00704007


Tree=1746
num_leaves=14
num_cat=0
split_feature=0 1 15 4 12 150 151 151 4 1 3 43 4
split_gain=9.06602e-05 0.00011401 0.000192308 0.000271137 0.000176348 0.000113989 0.000277927 0.000140957 0.00017875 0.000205568 0.000203377 0.000114786 0.000161666
threshold=0.18019500000000002 0.077565000000000009 0.091295000000000015 -0.029144999999999997 0.091475000000000015 0.081835000000000019 -0.055494999999999996 -0.059889999999999992 0.24564500000000003 0.111945 0.088060000000000013 -0.074359999999999996 0.053180000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 7 -7 -3 10 -10 11 -9 -13
right_child=-2 5 -4 -5 -6 6 -8 8 9 -11 -12 12 -14
leaf_value=0.00080953043500449687 0.001512588056931861 -0.0016200008798859585 0.00090344790207758975 -0.0033661205169452603 -0.0018460920206227786 0.0031181661285740372 -0.00014793282671144529 0.0012451171836618999 -0.00037396394848808657 0.0026241380381971449 -0.0018470585088872127 -0.0016879303949069854 0.00097164595049040604
leaf_weight=0.0014828923084532711 0.0010060114598234434 0.0014413349741264634 0.0014358561690636096 0.0012344289479574869 0.0012703394609956259 0.0011230127912757459 0.0019520309869152938 0.0018710245470338078 0.0011124083779048277 0.0014304191000881969 0.0017457072583302313 0.0013605403135947252 0.0011573714100576726
leaf_count=466 36 110 294 728 124 176 115 242 43 218 124 394 51
internal_value=0 -9.95753e-05 -0.000738033 -0.00132909 -0.000415772 0.000162872 0.00104485 -0.000105157 0.000146459 0.00131256 -0.000336893 0.000263778 -0.000465442
internal_weight=0 0.0186174 0.00542352 0.00398766 0.00275323 0.0131938 0.00307504 0.0101188 0.00867747 0.00254283 0.00613464 0.00438894 0.00251791
internal_count=3121 3085 1612 1318 590 1473 291 1182 1072 261 811 687 445
is_linear=0
shrinkage=0.00523088


Tree=1747
num_leaves=14
num_cat=0
split_feature=41 2 48 3 39 2 48 150 0 13 13 16 2
split_gain=9.26751e-05 0.000107989 9.52588e-05 9.78771e-05 0.000149061 0.000155014 0.00019609 0.000174213 0.000169828 0.00016806 0.000129752 0.000174342 8.71979e-05
threshold=0.078475000000000017 -0.0091949999999999983 -0.075804999999999984 0.13524500000000003 0.0046100000000000004 0.11215000000000001 0.092475000000000016 0.084555000000000019 -0.053834999999999994 -0.086589999999999986 -0.011289999999999998 -0.079109999999999986 0.11548000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 6 7 8 9 -4 -11 -12 -5
right_child=-2 2 3 12 -6 -7 -8 -9 -10 10 11 -13 -14
leaf_value=0.0015749820697421144 -0.0014043277263080954 -0.0015399863670033749 -0.0012437296388874122 0.0019720818240125527 0.0013221805137123431 -0.0017641689686144996 0.0016184127152571546 -0.0022708100456975498 -0.0014370882063859016 0.0019704371644321604 -0.00099942441549823006 0.0015665929656392557 -3.3491232854248003e-07
leaf_weight=0.0011808270350314167 0.0011858652663141447 0.0010305514370930738 0.0013480114671832041 0.0012370206945830345 0.0017008882258745745 0.0016414364366248999 0.0015430555484319272 0.0011018690713460455 0.0018628651571335206 0.0016382500779339648 0.001547817623143391 0.0012658654400362216 0.0011260450158578905
leaf_count=158 148 115 315 45 208 247 176 150 173 738 309 226 113
internal_value=0 7.52133e-05 -2.86943e-05 6.85674e-05 -9.82523e-05 -0.000300442 -6.73533e-05 -0.000364139 -8.99703e-05 0.000342706 0.000823067 0.000155017 0.00103219
internal_weight=0 0.0182245 0.0170437 0.0160131 0.0136501 0.0119492 0.0103077 0.00876468 0.00766281 0.00579994 0.00445193 0.00281368 0.00236307
internal_count=3121 2973 2815 2700 2542 2334 2087 1911 1761 1588 1273 535 158
is_linear=0
shrinkage=0.00512831


Tree=1748
num_leaves=14
num_cat=0
split_feature=11 3 3 15 1 50 484 0 0 15 49 0 3
split_gain=8.43749e-05 0.000106882 0.000123287 0.000320283 0.000123231 0.00011893 0.000120592 0.000127081 0.000265019 0.000176873 0.000275665 0.00014752 0.000134513
threshold=0.081790000000000015 -0.10519499999999998 -0.078934999999999991 0.088235000000000022 0.077845000000000011 0.099210000000000007 0.086135000000000017 -0.10011499999999998 -0.060129999999999996 -0.095869999999999983 -0.069799999999999987 -0.20211999999999997 0.083060000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 -3 -1 6 7 9 -9 11 -11 -4 -10
right_child=-2 2 5 -5 -6 -7 -8 8 12 10 -12 -13 -14
leaf_value=4.2826274269973533e-05 -0.0012891441088342913 -0.0030296173819380871 -0.0022060893053640076 0.00074650297884953996 0.0022813343051888359 0.0018618660228594934 0.001659202641177961 -0.0032142747958743339 0.0013537845708884999 -0.00078225169277574224 0.0024573894766639556 0.00035230825513251246 -0.0010374353102335834
leaf_weight=0.0016465639428604453 0.0014244310698552356 0.001344990545238344 0.0011640998247486323 0.0013163613269183833 0.0013061544921516705 0.0010723195446981073 0.001118166727186066 0.0011245171707198057 0.0011409493648084964 0.0013088276740840232 0.0019178019567722701 0.0015648135361518711 0.0017896131458497722
leaf_count=117 175 1006 44 323 126 202 118 444 152 77 114 134 89
internal_value=0 8.73165e-05 -0.000100571 -0.00116187 0.00103305 0.000130923 -3.58627e-05 -0.000225198 -0.000968296 0.000280771 0.00114328 -0.000739053 -0.000106467
internal_weight=0 0.0178152 0.0148625 0.00266135 0.00295272 0.0122011 0.0111288 0.0100106 0.00405508 0.00595554 0.00322663 0.00272891 0.00293056
internal_count=3121 2946 2703 1329 243 1374 1172 1054 685 369 191 178 241
is_linear=0
shrinkage=0.0054422


Tree=1749
num_leaves=15
num_cat=0
split_feature=128 133 3 50 48 4 15 52 43 1 2 15 3 0
split_gain=8.42927e-05 0.000125647 0.000122488 0.0001815 0.000158706 0.000159324 0.000134326 0.000123149 0.00014748 0.000138002 0.000144257 0.000132888 0.000150893 0.000126758
threshold=1.0000000180025095e-35 0.10622000000000002 0.16158000000000003 0.10124500000000002 0.11926500000000002 0.40473500000000007 -0.10324499999999999 -0.088204999999999992 -0.084359999999999991 0.10089500000000001 0.095195000000000016 -0.022504999999999997 -0.084074999999999997 0.089620000000000019
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 -1 8 -8 10 11 -9 -13 -12
right_child=-2 -3 -4 -5 -6 -7 7 9 -10 -11 13 12 -14 -15
leaf_value=-0.0013955903995945451 -0.00163657673120647 -0.0018565938575639694 0.0018685312248230312 -0.0022886548055655615 -0.0019644130441756986 0.002440834799298026 0.00071166886808536709 0.002214362233674752 -0.0020200561690154259 0.0023935478869332809 -0.0022573282633917922 -0.001583379684905125 0.0011788804666823549 0.00060161754430722346
leaf_weight=0.0015515168301988855 0.0010116364212648101 0.0010556541557478752 0.0013460904228384521 0.001031259076196612 0.0010324288360585862 0.0011501920757000525 0.0013080909764198179 0.0018038539027662743 0.0013288259192344208 0.0014394373783858105 0.0010481282209749421 0.0010107849889771803 0.0018985805846424252 0.0010212776151163894
leaf_count=193 231 389 149 283 58 179 122 185 330 124 160 363 327 28
internal_value=0 7.66493e-05 0.000196907 5.28917e-05 0.000218363 0.000384546 0.000193972 0.000421086 -0.000664934 0.000769386 0.0004247 0.000982795 0.000219204 -0.000846403
internal_weight=0 0.0180261 0.0169705 0.0156244 0.0145931 0.0135607 0.0124105 0.010859 0.00263692 0.00822206 0.00678263 0.00471322 0.00290937 0.00206941
internal_count=3121 2890 2501 2352 2069 2011 1832 1639 452 1187 1063 875 690 188
is_linear=0
shrinkage=0.00577531


Tree=1750
num_leaves=26
num_cat=0
split_feature=1213 14 1456 1374 457 3 39 42 42 133 48 43 4 3 3 4 2 15 1 16 13 1 2 15 13
split_gain=0.000638711 0.00061453 0.000431038 0.000452642 0.00048902 0.000408202 0.000289767 0.000498649 0.000388201 0.000469064 0.000376012 0.000251035 0.000419244 0.000224608 0.000437536 0.000344467 0.000295065 0.000504578 0.000468468 0.000378492 0.000329454 0.000216211 0.000188932 0.000140364 8.63061e-05
threshold=-1.0000000180025095e-35 0.076175000000000007 -1.0000000180025095e-35 -0.094929999999999987 0.080930000000000016 0.30112000000000005 0.13507500000000003 -0.11051499999999999 -0.091214999999999977 0.10722500000000001 0.11951500000000001 -0.51144999999999985 -0.49405499999999997 -0.11255999999999998 -0.078934999999999991 -0.075889999999999999 0.10613000000000002 -0.055554999999999993 0.111945 -0.056919999999999991 -0.0057949999999999989 0.086105000000000015 0.092120000000000021 -0.10324499999999999 -0.095304999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 5 6 7 -5 -9 10 11 -10 -13 22 15 -15 17 19 -18 23 24 -6 -14 -16 -19
right_child=1 -3 3 4 21 -7 -8 8 9 -11 -12 12 13 14 16 -17 18 20 -20 -21 -22 -23 -24 -25 -26
leaf_value=-0.00093931785294825126 -0.00078698038019253409 -0.001018673372851072 -0.00075608825616595436 -0.00089672619565812884 0.00025918831472962077 0.00088518591732813677 0.00075627908689936715 0.00083993786056633327 0.00075682849259927525 -0.00083050953993515019 -0.00068256139054362439 -0.00073632041921751676 3.8695054213486552e-05 3.1456305955321494e-05 -0.00011365923819817045 -0.0011242420977034615 -0.00068013803576262783 0.0012134995562525714 0.00049929239817487223 -0.00069920149144903738 0.00010788370981395034 0.0010636046935205226 0.00075481743984050892 0.00055059230460030042 0.00068371449797999977
leaf_weight=0.0014003998635992434 0.0011193246510452495 0.0010622617236126777 0.0011643876842217784 0.0011527848120741471 0.0011782244471341121 0.0011587856374433705 0.0010402501286197454 0.0011506489461087224 0.0011066701890740651 0.0012403944895391086 0.0012535774525552759 0.001180211677622711 0.0011943529556304065 0.0010060288667630701 0.0011321707470863017 0.0010169209190453469 0.0017149650646799408 0.0013404513846353439 0.001073889401227171 0.0012145971765686048 0.0013263653887035541 0.0014759392843196051 0.0018282253998316844 0.0013892252304072983 0.0010959625905013759
leaf_count=491 241 87 53 97 72 116 35 82 15 291 59 115 43 173 89 378 98 15 72 92 48 121 82 57 99
internal_value=0 2.77674e-05 6.53793e-05 9.89318e-05 0.000135439 7.38656e-05 3.37872e-05 2.61005e-07 4.88879e-05 3.63477e-06 5.84556e-05 0.000111175 6.79058e-05 0.000129808 4.58285e-05 -0.000549504 0.000162894 0.00030752 -0.000225981 -5.70218e-05 0.000669467 0.000706512 0.000471846 0.000252327 0.000975188
internal_weight=0 0.0306166 0.0295544 0.028435 0.0272706 0.0246165 0.0234577 0.0224174 0.0212647 0.020114 0.0188736 0.01762 0.0165134 0.0153332 0.0123106 0.00202295 0.0102876 0.00749877 0.00278885 0.00373599 0.00376278 0.00265416 0.00302258 0.0025214 0.00243641
internal_count=3121 2630 2543 2302 2249 2056 1940 1905 1808 1726 1435 1376 1361 1246 1121 551 570 400 170 238 162 193 125 146 114
is_linear=0
shrinkage=0.00140032


Tree=1751
num_leaves=26
num_cat=0
split_feature=1213 14 1374 457 160 11 16 132 13 52 12 52 16 12 1 4 1 47 47 2 3 3 4 2 16
split_gain=0.000647346 0.000593122 0.000544029 0.000537992 0.000443602 0.000403558 0.000328479 0.00040667 0.000396683 0.000385788 0.00028975 0.000486902 0.00038892 0.000517845 0.000245461 0.000242647 0.000568146 0.000250779 0.000206683 0.000320676 0.000568931 0.000359392 0.000203955 0.000100117 8.09744e-05
threshold=-1.0000000180025095e-35 0.076175000000000007 -0.094929999999999987 0.069910000000000014 -0.40698999999999991 0.088215000000000002 0.15891500000000003 0.079970000000000013 -0.082014999999999991 0.08976000000000002 0.10345000000000001 -0.40306999999999998 0.23311500000000004 1.0000000180025095e-35 0.083135000000000014 -0.082594999999999988 0.08844500000000001 0.087885000000000019 0.10648500000000001 0.092235000000000025 -0.034684999999999994 0.11924500000000002 0.053180000000000012 0.10467500000000002 -0.069894999999999985
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 -4 6 7 8 15 18 11 -8 -13 -14 -5 -6 -17 -18 19 20 -10 23 -22 -21 -16
right_child=1 -3 3 14 5 -7 10 -9 9 -11 -12 12 13 -15 24 16 17 -19 -20 21 22 -23 -24 -25 -26
leaf_value=-0.0010219943827109955 -0.00089262098346495715 -0.0010523886682572558 -0.00086194812750007188 0.00010520253394136362 0.0011550069312795648 -0.00073525856897892954 -0.0012849380158231319 0.00099345569663692119 -0.0012131801297041618 0.00057852042809935383 0.0004135086439104988 -0.00070794579123269012 0.0010112128081734742 -0.00048057786625314554 0.0013026294272671444 -0.00047855687890682958 0.0010709249975838944 0.00019229273114284047 -0.00077564043705778663 0.00022722718786927467 -0.00034163234159057264 -0.00048108858461965419 0.00051510319857981139 0.00085253975651537642 0.00069963380446901415
leaf_weight=0.0014486191892479341 0.0013312967398686473 0.0011537899337410442 0.00122931578085722 0.0010708430293488993 0.0010124125426091979 0.0013484126374763141 0.0010359829733593007 0.0014466458740298718 0.0012458764987791429 0.0019987838798222182 0.0014195086573760007 0.0014654310460215916 0.0011295755189992818 0.0010149968006328836 0.0010223585374112276 0.0013699542983117508 0.0017509345366188422 0.0013007950857241435 0.0010978631199503042 0.0010226816290854757 0.0014599439020040045 0.0010351560565595719 0.0011345019874036827 0.0013848230997532129 0.0010242499566404106
leaf_count=491 53 87 201 73 47 96 199 175 336 232 43 34 49 53 63 298 150 44 41 78 58 13 41 93 73
internal_value=0 1.4293e-05 5.4841e-05 9.83044e-05 2.67101e-05 7.09846e-05 0.000117592 0.000224219 0.000153849 -1.98528e-05 -0.000185836 -0.000368956 -0.000106091 0.000305169 0.000693198 0.000485636 0.000332374 0.000696409 -0.000162561 -7.01436e-05 -0.000371284 0.000265782 3.30019e-05 0.000586914 0.00100085
internal_weight=0 0.0315061 0.0303523 0.029021 0.0259036 0.0246743 0.0233259 0.0172604 0.0158137 0.0103796 0.00606549 0.00464599 0.00361 0.00214457 0.00311745 0.0054341 0.00442168 0.00305173 0.00838085 0.00728298 0.00384032 0.00344266 0.00259445 0.0024075 0.00204661
internal_count=3121 2630 2543 2490 2281 2080 1984 1606 1431 892 378 335 136 102 209 539 492 194 660 619 435 184 99 171 136
is_linear=0
shrinkage=0.00151575


Tree=1752
num_leaves=16
num_cat=0
split_feature=0 16 4 52 2 13 14 15 15 457 49 42 12 4 2
split_gain=8.3956e-05 9.82893e-05 0.000169162 0.000128899 0.000107684 0.000100604 0.000117981 0.000131989 0.000196582 0.000210683 0.000223255 0.000199469 0.000101917 0.000151663 6.51178e-05
threshold=0.18019500000000002 0.26676500000000009 0.071150000000000005 -0.081429999999999989 0.092120000000000021 0.14871000000000004 -0.10708499999999999 -0.10653 -0.095869999999999983 0.092360000000000012 -0.052259999999999994 0.086730000000000015 0.088305000000000008 -0.083854999999999985 0.10222000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 4 -1 6 -5 14 -9 10 -10 12 13 -12 -8
right_child=-2 2 -4 5 -6 -7 7 8 9 -11 11 -13 -14 -15 -16
leaf_value=6.2464512449263379e-05 0.0014875014619887762 -0.0025285536528516037 0.00037462631817089894 -0.0016287690056092411 0.0021722384687433058 -0.0017239602534660768 0.00041908429624172604 -0.0020178354962967458 -0.0021086892610706043 0.0023661954517218359 0.0015776334981146699 -0.0014290362429703171 0.002015542705198626 -0.0012001743730417807 0.0023406820119599055
leaf_weight=0.0013994152195726658 0.0010041216853875204 0.0011870417275538494 0.0011015635385862033 0.0011831794181720737 0.0013560622920703036 0.0010857048884372897 0.0010032148206094117 0.0013391979246075714 0.0013363319302845686 0.0010933558343961813 0.0011592652759241581 0.001341226607529819 0.0015524924494021708 0.0010815563163148511 0.0010048798340331622
leaf_count=295 36 310 55 100 153 127 190 75 146 87 211 605 318 279 134
internal_value=0 -9.72222e-05 -0.00113118 5.12679e-05 0.00110075 -0.000168136 -2.84748e-05 0.000145051 -0.000133634 0.000199951 -0.00016607 0.000339523 0.000964843 0.000236895 0.00138068
internal_weight=0 0.0182245 0.00228861 0.0159359 0.00275548 0.0131804 0.0120947 0.0109115 0.00890343 0.00756423 0.00647087 0.00513454 0.00379331 0.00224082 0.00200809
internal_count=3121 3085 365 2720 448 2272 2145 2045 1721 1646 1559 1413 808 490 324
is_linear=0
shrinkage=0.00533549


Tree=1753
num_leaves=25
num_cat=0
split_feature=1213 14 1456 1374 11 51 151 157 151 13 40 52 0 4 3 15 130 43 52 4 42 4 1 47
split_gain=0.000613259 0.000561091 0.000361466 0.00038888 0.00034405 0.000386498 0.000396585 0.000336101 0.000413339 0.000327616 0.000513729 0.000339701 0.000434538 0.000708298 0.000338973 0.000282214 0.000406672 0.00059661 0.000262907 0.00028737 0.000228458 0.000425878 0.000112658 9.45958e-05
threshold=-1.0000000180025095e-35 0.076175000000000007 -1.0000000180025095e-35 -0.094929999999999987 0.088215000000000002 0.012085000000000002 -0.016164999999999995 -0.077384999999999995 0.087340000000000015 -0.091054999999999983 0.05433000000000001 0.10160000000000001 -0.084269999999999984 0.24564500000000003 0.10542000000000001 0.091915000000000011 -1.0000000180025095e-35 -0.17390999999999998 0.077655000000000016 -0.0039549999999999993 0.084050000000000014 -0.0035949999999999997 0.093205000000000024 0.092165000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 5 7 -7 -5 9 11 14 12 13 -9 15 16 -11 -18 19 -8 21 -19 -22 -23
right_child=1 -3 3 4 -6 6 18 8 -10 10 -12 -13 -14 -15 -16 -17 17 20 -20 -21 22 23 -24 -25
leaf_value=-0.00097692325612280329 -0.00075907938418079575 -0.00099482273766417196 -0.00071210413065960561 0.00080880872999492177 -0.00057692893391779183 0.0012523681522280897 -0.00054692041076656031 -0.00062906616145018 0.00095660831183363407 -0.0006521251870179784 0.00088895567178552963 -0.0004107341310037648 0.001126372735613741 0.0010146022245306723 -0.00077974679683748575 -0.00077184655444911137 0.0010137827980912181 0.00074467067152862926 0.00080554879473109919 0.00051804754517914195 -0.00082380104131629509 -0.00060100478889369921 -0.00012137742103774244 1.9451682509806308e-05
leaf_weight=0.0013828073507178842 0.0011049457984079461 0.0011250263034359156 0.0012230595357731735 0.001356058839077078 0.0013839894421812096 0.0013236649190293548 0.0011177589158131163 0.001279314405134846 0.0010351987203581761 0.001771451421541172 0.0010047513511546305 0.0011107464198147898 0.0015661473085385952 0.0010575412543730733 0.0019768303135165874 0.0012384394946088903 0.0013982841467310428 0.0015501319559308394 0.0014093025381050062 0.0011203599380427134 0.0010052803414497824 0.0010312945826493726 0.0010116066821893796 0.0011451866132077271
leaf_count=491 241 87 53 194 99 58 119 64 56 164 35 56 47 60 76 217 53 244 117 53 266 143 100 28
internal_value=0 3.49928e-05 7.46409e-05 0.000107405 0.000144675 0.000183825 0.000555623 9.38349e-05 4.32908e-05 -8.80954e-06 -0.000132178 0.000314346 0.000520695 0.000114774 -0.00021677 -0.000107142 -1.47857e-05 0.0001433 0.000302772 -1.38176e-05 -6.86231e-05 0.000149412 -0.000471488 -0.000274543
internal_weight=0 0.0303464 0.0292213 0.0281164 0.0268933 0.0255094 0.00497109 0.0205383 0.0191822 0.018147 0.0131333 0.00501375 0.003903 0.00233686 0.0121285 0.0101517 0.00891324 0.00714178 0.00364742 0.00223812 0.0057435 0.00372661 0.00201689 0.00217648
internal_count=3121 2630 2543 2302 2249 2150 347 1803 1609 1553 1326 227 171 124 1291 1215 998 834 289 172 781 415 366 171
is_linear=0
shrinkage=0.00148603


Tree=1754
num_leaves=26
num_cat=0
split_feature=1213 1456 475 133 133 42 123 13 13 453 130 43 43 160 151 1374 15 16 33 2 1 4 1 52 43
split_gain=0.000636294 0.000416331 0.000428559 0.0004406 0.000482007 0.00047921 0.000770926 0.000510358 0.000533192 0.000454355 0.000393342 0.000514671 0.000475659 0.000438319 0.000220528 0.000452861 0.000530749 0.000282423 0.000408521 0.000265319 0.000229304 0.000220417 0.000209736 0.000163784 0.000136279
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.08459499999999999 -0.25159999999999993 -0.086649999999999991 -0.11466499999999999 0.083430000000000018 -0.53104499999999988 -0.39067499999999994 1.0000000180025095e-35 -0.0015749999999999998 -0.17390999999999998 -0.088909999999999989 -0.098904999999999979 0.086470000000000005 -0.094929999999999987 0.088655000000000025 0.16703000000000004 -1.0000000180025095e-35 0.10981000000000002 0.102705 -0.0016099999999999997 0.11323000000000001 -0.0064899999999999992 0.0010100000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 -4 24 -6 7 -7 -9 10 -10 -12 -13 -14 15 -15 17 18 -17 20 21 23 -21 -20 -5
right_child=1 2 3 4 5 6 -8 8 9 -11 11 12 13 14 -16 16 -18 -19 19 22 -22 -23 -24 -25 -26
leaf_value=-0.0010044373640052322 -0.00088407785061437618 -0.00091713676492745063 -0.00089071352583938593 0.00043390932149118069 -0.00069965758251804607 -0.0010159142929059002 0.0013296436984586754 0.001029376755533751 -0.00068201794497218431 -0.00088489527869664065 0.00090991387582333469 -0.00079540492375676779 -0.00081372120331137522 -0.00077350890873505672 0.00083213739547684793 -0.00040866964058723843 -0.00071852718853338525 -0.00029671777690607853 0.00046938923122066286 -0.00037966468935415177 0.001345611539688605 0.00017335690633316135 0.00057792955860919897 0.001253384031822434 0.0012016880793093263
leaf_weight=0.0015165326163932282 0.0011708258925879336 0.0010460497348178379 0.0010561188115666411 0.0011000402138601753 0.0018103971041798497 0.001004311568266302 0.0012065708670715289 0.0014144294022884188 0.0014111309734348423 0.0011763671254974009 0.0019777306603074854 0.0013750402256599284 0.0010382782171388652 0.0011196062446803311 0.0013070973877518091 0.0011064399446567607 0.0011934938500455248 0.0013178407442296933 0.0011879652970730424 0.0010047472477374697 0.0012931222381492025 0.0017134365696904767 0.0011993123286623275 0.0013732099500086657 0.0011104157679238114
leaf_count=491 258 202 162 92 89 18 210 74 142 56 55 158 174 25 50 18 188 154 88 38 63 101 48 93 74
internal_value=0 2.06808e-05 5.53634e-05 8.9851e-05 0.000126263 6.78352e-05 0.000124734 6.2106e-05 0.000110855 4.83781e-05 0.000104339 0.000165285 7.45446e-05 0.000155073 0.000227877 0.000164737 0.000256968 0.000371154 0.000470289 0.000595423 0.000775154 0.000602584 0.000141399 0.000889739 0.000819601
internal_weight=0 0.031714 0.0305432 0.0294971 0.028441 0.0262305 0.0244201 0.0232136 0.0222092 0.0207948 0.0196185 0.0182073 0.0162296 0.0148546 0.0138163 0.0125092 0.0113896 0.0101961 0.00887823 0.00777179 0.00556773 0.00427461 0.00220406 0.00256118 0.00221046
internal_count=3121 2630 2372 2170 2008 1842 1753 1543 1525 1451 1395 1253 1198 1040 866 816 791 603 449 431 345 282 86 181 166
is_linear=0
shrinkage=0.00154607


Tree=1755
num_leaves=15
num_cat=0
split_feature=484 4 0 49 42 43 52 133 0 12 160 52 1 13
split_gain=8.15145e-05 0.000105364 9.57342e-05 9.53356e-05 8.90403e-05 0.000157886 0.000165274 0.000172891 0.000147102 0.000210887 0.000104392 0.000138544 9.91659e-05 8.42721e-05
threshold=-0.0068949999999999992 0.27044500000000005 -0.15202999999999997 0.10440000000000001 -0.11051499999999999 -0.17390999999999998 0.091275000000000009 0.083950000000000011 -0.10011499999999998 0.088305000000000008 0.086075000000000013 -0.046924999999999988 0.092695000000000013 -0.090639999999999984
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 4 -2 -6 7 8 10 -10 11 -7 -13 -8
right_child=1 2 -4 -5 5 6 13 -9 9 -11 -12 12 -14 -15
leaf_value=-0.0016132979902513229 -0.0020209535912303501 0.00019891316774751314 0.0028439343878803899 0.0016499084377371326 0.0016860439817948335 0.0025774025051769809 -0.0005915451478286887 0.0020414244591372495 -0.0033727929346715852 3.5217628734474794e-05 -0.0014517223721769764 0.0011551988668257107 -0.0014514006143626983 -0.0031344767167968825
leaf_weight=0.0012663024106398758 0.0011021077942018594 0.0012952984755554842 0.0010465083101586286 0.0012189132208548495 0.0018152941667988172 0.0012812059174347468 0.0010154408684565075 0.0014794121446151673 0.0013859693088592367 0.0017228106770844631 0.0010821360661594781 0.0013285380161065516 0.0011534174212357584 0.0012060000171827132
leaf_count=503 120 100 246 211 111 87 65 361 420 369 44 62 40 382
internal_value=0 9.35043e-05 0.00138092 -9.74169e-05 -0.000243573 -9.81514e-05 -0.000376046 -2.04483e-07 -0.000379936 -0.00148416 0.000328541 0.000840474 -5.61433e-05 -0.00197208
internal_weight=0 0.0181331 0.00234181 0.0157912 0.0145723 0.0134702 0.0116549 0.00943349 0.00795408 0.00310878 0.0048453 0.00376316 0.00248196 0.00222144
internal_count=3121 2618 346 2272 2061 1941 1830 1383 1022 789 233 189 102 447
is_linear=0
shrinkage=0.00650394


Tree=1756
num_leaves=15
num_cat=0
split_feature=41 2 4 0 43 42 52 52 1 47 4 0 52 13
split_gain=9.16361e-05 0.000104274 9.38446e-05 0.000151566 0.000108526 0.000120806 0.000131314 0.000245495 0.0001566 0.000193047 0.000191444 0.000274771 0.00015221 0.00012168
threshold=0.078475000000000017 -0.0091949999999999983 -0.51843499999999987 0.010870000000000003 -0.27207999999999993 -0.088669999999999985 0.15915500000000002 0.077655000000000016 0.079415000000000013 0.083310000000000009 -0.033174999999999989 -0.14920999999999998 -0.066844999999999988 -0.061684999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 -4 -6 7 8 -7 10 -10 12 -12 -11
right_child=-2 2 3 -5 5 6 -8 -9 9 13 11 -13 -14 -15
leaf_value=0.0015040358886774282 -0.001348634561762394 -0.0014635471265440191 -0.0015492435844248879 0.0013588826455378674 0.0014516321255618526 -0.0017714385117244369 -0.0016851371098558132 0.0018106051971133409 -0.00098952204105424556 1.1642397228825374e-05 -0.00067748632687842866 0.0032836831969016711 0.0017713847052763937 -0.0023281325574963292
leaf_weight=0.0011595946660772479 0.0011711716682252229 0.0010329666793005244 0.0011666989261849255 0.0019444379571655615 0.0012897490144499037 0.0014407118944391312 0.0011962100933352324 0.0016060120741725756 0.0014332592264367505 0.0010235841075716123 0.0015769770520677184 0.0010361217539613943 0.0010126920320590038 0.0011431310563369546
leaf_count=158 148 52 120 183 292 660 299 466 242 105 36 215 69 76
internal_value=0 7.41507e-05 -2.39462e-05 6.97588e-05 -0.000110248 2.13413e-05 -0.000139507 4.04788e-05 -0.000287549 8.31706e-06 0.000535583 0.00113845 0.000280147 -0.00122279
internal_weight=0 0.0180621 0.0169026 0.0158696 0.0139251 0.0127584 0.0114687 0.0102725 0.00866648 0.00722577 0.00505905 0.00362579 0.00258967 0.00216672
internal_count=3121 2973 2815 2763 2580 2460 2168 1869 1403 743 562 320 105 181
is_linear=0
shrinkage=0.00492917


Tree=1757
num_leaves=15
num_cat=0
split_feature=11 4 151 160 133 43 43 15 3 2 43 16 4 15
split_gain=8.56076e-05 0.000117038 0.000123581 0.000137279 0.000149006 0.000160654 0.000178204 0.000265445 0.000215866 0.000240624 0.000155392 0.000182487 7.00698e-05 1.37934e-05
threshold=0.087830000000000005 0.27287000000000006 -0.086944999999999981 -0.091944999999999985 -0.11008499999999999 0.016310000000000002 -0.074359999999999996 0.035560000000000008 0.092670000000000016 0.11389000000000002 -0.09225499999999999 0.22339500000000004 0.052250000000000012 0.050935000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 -5 6 10 8 12 -10 11 -6 -8 -7
right_child=-2 -3 3 4 5 13 7 -9 9 -11 -12 -13 -14 -15
leaf_value=0.0015793251627943198 -0.0016281398704256899 0.0015120548875756572 -0.0020449901333127805 -0.0022250035471720981 -0.0013202554162303562 0.0011575179990715482 -0.0025435967612025415 -0.0034361546873953159 0.0029188071058544791 -0.00095179850987290443 0.0019854209592125131 0.0017733979468073739 -0.00047299461509423088 0.0021291568932041271
leaf_weight=0.0014286010808743912 0.0010748313473161178 0.0017913243722771565 0.0013239298818306247 0.0010164221656359671 0.0018221160894617422 0.0010267433141024082 0.0011500723744644337 0.0011301406927406825 0.001159035009197229 0.0010736543970457646 0.001873932338292781 0.0010389390967913137 0.0011189075728971765 0.0010015906243885375
leaf_count=216 121 314 380 291 245 51 172 508 72 63 420 63 85 120
internal_value=0 8.33953e-05 -7.49306e-05 -0.00023531 -5.66665e-05 0.000121141 -0.000175508 -0.000883694 -0.000242901 0.00105751 0.00066681 -0.000196853 -0.00152252 0.00163731
internal_weight=0 0.0179554 0.0161641 0.0147355 0.0134116 0.0123951 0.0103668 0.00563181 0.00450167 0.00223269 0.00473499 0.00286106 0.00226898 0.00202833
internal_count=3121 3000 2686 2470 2090 1799 1628 900 392 135 728 308 257 171
is_linear=0
shrinkage=0.00589082


Tree=1758
num_leaves=23
num_cat=0
split_feature=1213 1456 151 4 15 48 150 457 14 15 15 403 0 40 47 16 403 52 16 0 13 15
split_gain=0.00058392 0.000434602 0.000296618 0.000343635 0.000324747 0.000266302 0.000355692 0.000252119 0.000242722 0.000222638 0.000275381 0.000321126 0.000248832 0.000279174 0.000348569 0.000341456 0.000238351 0.000223174 0.00026445 0.000188205 0.000147448 0.000146448
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.29526499999999994 0.27287000000000006 -0.14147499999999996 0.093265000000000015 0.08882000000000001 -1.0000000180025095e-35 -0.46596499999999991 0.091915000000000011 0.088235000000000022 0.085855000000000015 0.18019500000000002 -0.067184999999999981 0.11402500000000002 0.22339500000000004 0.092070000000000013 -0.080979999999999983 -0.008904999999999998 -0.10224499999999999 -0.0057949999999999989 -0.23032499999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 -4 6 7 -6 -5 10 11 12 13 -9 15 17 -12 -15 19 -19 -7 -10
right_child=1 2 3 8 5 20 -8 9 21 -11 16 -13 -14 14 -16 -17 -18 18 -20 -21 -22 -23
leaf_value=-0.0010025709627345517 -0.00093168358782423654 -0.0007485123619833966 -0.00073455528668806263 -4.4785358898605387e-05 0.0007509406863683831 0.00092232923924744949 -0.00061097975174689368 -0.00063224154924954653 0.0012337738370276064 -0.00046443051279398739 9.6391054302554077e-05 -0.00080434620125878411 0.00076226938828233347 0.00071955672382098556 0.00075617513950697747 -0.00070704381201715434 0.0010989246011772346 -0.00069040004343263247 0.00064823133383566569 5.3755968032008498e-05 0.00022880302226664108 0.00046611962168416977
leaf_weight=0.0013308864931835798 0.0010524931799750772 0.0010032588505879394 0.0012238958182271232 0.0010970457969362579 0.0011684462167954037 0.0011190365698114935 0.0019559353377742164 0.0013875202599882295 0.0010642423693656214 0.0019071891480789685 0.0011236949848054687 0.0010486003210183623 0.001086189834616392 0.0011556850160196735 0.0015288825260793004 0.0014165503276935554 0.0010576864487035209 0.0012916573425858459 0.0010060984143991187 0.0019744012701508051 0.0019004551592916022 0.0012318450546143769
leaf_count=491 258 71 121 52 114 120 140 83 183 287 133 76 19 101 36 217 15 48 75 305 81 95
internal_value=0 2.43644e-05 6.06273e-05 9.09797e-05 2.54869e-05 6.75246e-05 1.42535e-06 7.12588e-05 0.000541709 2.15738e-05 8.74191e-05 -3.36558e-06 7.40669e-05 -2.51692e-06 0.000101834 -4.43315e-05 0.00058249 0.000128622 -3.12348e-05 -0.000240542 0.000485827 0.000821929
internal_weight=0 0.0288008 0.0277483 0.0267451 0.0233519 0.022128 0.0191085 0.0171526 0.00339313 0.0159842 0.014077 0.0118956 0.010847 0.0097608 0.00837327 0.00684439 0.00218138 0.00542784 0.00427216 0.00326606 0.00301949 0.00229609
internal_count=3121 2630 2372 2301 1971 1850 1649 1509 330 1395 1108 960 884 865 782 746 148 529 428 353 201 278
is_linear=0
shrinkage=0.00151575


Tree=1759
num_leaves=25
num_cat=0
split_feature=1213 14 1456 1374 51 453 4 16 15 376 3 132 160 130 43 3 42 13 13 16 2 1 51 13
split_gain=0.00056692 0.000533945 0.000446363 0.000334297 0.000333629 0.00050325 0.000511508 0.000453201 0.000274979 0.000291874 0.000330908 0.000327502 0.000231987 0.000222055 0.000263082 0.000395139 0.000482285 0.000328874 0.000422223 0.000361473 0.000217754 0.000158322 0.000111207 0.000103479
threshold=-1.0000000180025095e-35 0.076175000000000007 -1.0000000180025095e-35 -0.094929999999999987 0.078435000000000019 1.0000000180025095e-35 0.40473500000000007 -0.062804999999999986 -0.14147499999999996 0.11430500000000002 0.10542000000000001 0.079970000000000013 -0.067824999999999983 -1.0000000180025095e-35 -0.074359999999999996 -0.076669999999999988 0.091295000000000015 -0.095304999999999987 -1.0000000180025095e-35 -0.056919999999999991 0.11448000000000001 0.111945 0.089005000000000015 -0.42195999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 5 6 8 20 -5 10 11 12 -10 -14 15 16 -15 -16 -19 -20 22 -8 -6 -12
right_child=1 -3 3 4 7 -7 21 -9 9 -11 23 -13 13 14 17 -17 -18 18 19 -21 -22 -23 -24 -25
leaf_value=-0.0010624355726604519 -0.0010039761464743474 -0.0011163447768470253 -0.00077263500385772494 -0.00077001913436146601 0.00074918221789894806 -0.0010633972724530261 0.00022210253342849193 -0.00025051433831876208 -0.00085263001351087401 -0.00085018952990342572 0.0008096639276391767 0.00055008122830932219 -0.00061629552528073936 -0.00058549208391801431 0.00035604566330345051 0.00093807218437930791 0.00068371623350394341 -0.0013143101019778495 0.00023548957698427662 -0.00082186768843737145 0.0012221040514888649 0.0010233021481938643 6.9933865383831498e-05 0.00020729355623176808
leaf_weight=0.0015379253857635269 0.001156445205818076 0.0011845416435045655 0.0013913069711897199 0.0013809544556799757 0.0010104346207171488 0.0011471189817768837 0.0010726746647442545 0.0019328346004450206 0.00110579464608035 0.001024794286422547 0.0010616953111588501 0.00142157273662158 0.0018042812444565301 0.0016353006835386208 0.001403452446410821 0.001241022474580686 0.0011098366032569751 0.0010028738639888089 0.0017406410579627885 0.0012105144400990807 0.0010343292185055475 0.0011064367437277137 0.0011247526194421431 0.0015479748132989348
leaf_count=491 241 87 53 117 33 66 51 119 279 8 27 144 142 174 44 83 34 322 43 119 60 212 126 46
internal_value=0 -0.000137984 -9.89207e-05 -6.22099e-05 -2.57628e-05 -0.000105109 -5.24364e-05 0.000316621 -0.000131873 -8.09624e-05 -3.25558e-05 -0.000125092 -0.00020342 -0.000139023 -4.68605e-05 0.00024222 -7.23615e-05 -0.000261947 -0.000481298 -0.000198221 0.000662472 0.000628909 0.000391375 0.000452357
internal_weight=0 0.0308516 0.029667 0.0285106 0.0271193 0.0220169 0.0208698 0.00510235 0.0186907 0.0173098 0.016285 0.0136753 0.0122537 0.0111479 0.00934364 0.00398616 0.00274514 0.00535748 0.00395403 0.00295116 0.00316952 0.00217911 0.00213519 0.00260967
internal_count=3121 2630 2543 2302 2249 1911 1845 338 1582 1465 1457 1384 1240 961 819 291 208 528 484 162 219 263 159 73
is_linear=0
shrinkage=0.00148603


Tree=1760
num_leaves=14
num_cat=0
split_feature=403 475 130 48 151 15 43 12 12 1 16 160 16
split_gain=8.30565e-05 0.000108027 0.000108711 0.000155342 0.000125889 0.000258243 0.000211863 0.000112706 0.000231854 0.000156799 0.000175005 0.000135519 0.000233778
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -1.0000000180025095e-35 0.12879500000000002 0.06617000000000002 0.091650000000000023 -0.15582499999999996 0.091475000000000015 0.10312500000000001 0.094465000000000007 -0.073849999999999985 0.086075000000000013 -0.083134999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 5 6 -4 9 -9 11 -11 12 -8
right_child=1 2 3 -5 -6 -7 7 8 -10 10 -12 -13 -14
leaf_value=-0.0015179312141891065 -0.0013112380214485801 -0.0013188594952360465 0.0022350426075758204 -0.0016069978252528823 0.0021760675185944823 -0.0022122812722638989 0.0020428940206031489 -0.0026615756267710385 0.00088506390141086734 0.00052126212172658583 0.0033646175575904758 -0.0016855292978921143 -0.00089671897812312028
leaf_weight=0.0010833332404591644 0.0016031407010441067 0.0013375853941274682 0.0019689401680844662 0.001174484407911792 0.001249817511274732 0.0011227506668933249 0.0015885039526654108 0.0011080809922537904 0.0011652639045187513 0.001770437670715802 0.0010702323509915596 0.0011835595840904711 0.0017542286435664042
leaf_count=756 472 144 107 75 92 295 181 196 114 232 102 94 261
internal_value=0 6.44293e-05 0.000198139 0.000332018 0.000494897 0.000329867 0.000575723 0.000236823 -0.00084365 0.000570243 0.00159251 -7.13231e-05 0.000500218
internal_weight=0 0.018097 0.0164939 0.0151563 0.0139818 0.012732 0.0116092 0.00964031 0.00227334 0.00736696 0.00284067 0.00452629 0.00334273
internal_count=3121 2365 1893 1749 1674 1582 1287 1180 310 870 334 536 442
is_linear=0
shrinkage=0.00555105


Tree=1761
num_leaves=27
num_cat=0
split_feature=1213 14 1456 133 133 123 124 456 151 4 47 52 14 151 15 130 43 43 0 150 42 43 4 150 2 15
split_gain=0.000560336 0.000553846 0.000454467 0.000464306 0.000613457 0.000502904 0.000711716 0.000439338 0.000379446 0.000420918 0.000476581 0.000361733 0.000352798 0.000343381 0.000337254 0.000334813 0.000379083 0.000394862 0.00093119 0.000256878 0.000223576 0.00018866 0.000163916 0.000154086 0.000130188 0.000127114
threshold=-1.0000000180025095e-35 0.076175000000000007 -1.0000000180025095e-35 -0.25159999999999993 -0.085499999999999979 1.0000000180025095e-35 -0.013479999999999999 0.086265000000000022 -0.29526499999999994 0.26790000000000008 0.09550500000000002 -0.24164999999999998 -0.46596499999999991 -0.024429999999999997 -0.095869999999999983 -1.0000000180025095e-35 0.07827000000000002 -0.15582499999999996 -0.082974999999999979 0.087380000000000013 0.081660000000000024 0.016310000000000002 -0.17966999999999997 0.083340000000000011 0.084055000000000005 -0.21699999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 21 6 -6 8 -8 10 11 -10 -11 23 -15 -16 17 -17 19 24 -12 -5 -20 -13 -19 -14
right_child=1 -3 3 4 5 -7 7 -9 9 12 20 13 25 14 15 16 -18 18 22 -21 -22 -23 -24 -25 -26 -27
leaf_value=-0.00085471096073357262 -0.00085828661415922412 -0.00095112228172617341 -0.00085053037393452967 0.00045905287046226552 -0.0010387151507559142 0.0007656173404143044 -0.00075455038959131016 -0.00085313043017929617 -0.00081566943915428616 1.5076707887196198e-07 0.00086067293540877544 0.00089446267317162722 0.0013354024902272944 -0.00076457524865696338 -0.00075888654197227214 0.00063385422503055928 0.00071246391062582202 0.00091694048297622584 -0.0012787924035123175 -0.00021526847152821736 4.1842308216699366e-05 0.0012539583407128721 -0.00052878259869606667 0.00014163085920122347 0.00023251266089475362 0.0006277455215286025
leaf_weight=0.0015553440416709577 0.0010639470874776865 0.0011481262473358447 0.0010304174532043122 0.0014010489385586069 0.0012608014995254537 0.0019196695202551564 0.0010005081796577988 0.0010209249060455497 0.0011455095192961446 0.0011990432375164062 0.0019731969608169911 0.0011580963919817231 0.0010128096868062819 0.0012996053875078328 0.0010452390861594605 0.0014357564996032605 0.0016593319928339678 0.0010373508117502645 0.0011729834321716421 0.0015160286158429903 0.0010382274497171551 0.0010776345014580357 0.0012054071591807948 0.0010644600014704242 0.0012504320278370895 0.0010596471809619082
leaf_count=491 241 87 158 125 46 234 53 145 188 33 50 48 79 61 103 56 35 66 54 68 52 52 324 54 150 68
internal_value=0 2.30632e-05 5.90876e-05 9.16394e-05 0.00012517 6.15548e-05 6.51311e-06 6.30854e-05 0.000105081 0.00014551 5.98603e-05 -4.43047e-05 0.000616805 1.9518e-05 -7.88507e-05 7.48199e-06 9.3826e-05 -4.09248e-05 -0.000197636 0.0002407 0.000578371 0.000804647 -0.000898675 0.000533905 0.000542853 0.000973577
internal_weight=0 0.0321962 0.0310481 0.0299841 0.0289537 0.026475 0.0245554 0.0232946 0.0222736 0.0212731 0.0180016 0.0149902 0.0032715 0.0138447 0.0116221 0.0103225 0.00927729 0.00761796 0.0061822 0.00380381 0.00301142 0.00247868 0.00237839 0.00222256 0.00228778 0.00207246
internal_count=3121 2630 2543 2302 2144 1967 1733 1687 1542 1489 1309 1207 180 1019 917 856 753 718 662 284 102 177 378 102 216 147
is_linear=0
shrinkage=0.00142833


Tree=1762
num_leaves=24
num_cat=0
split_feature=14 1213 1374 457 3 484 453 4 41 49 150 2 0 15 0 0 0 4 403 0 3 1 13
split_gain=0.000470847 0.000450149 0.000407861 0.000486001 0.000401369 0.000446235 0.000389994 0.000359891 0.000317715 0.000313126 0.000251948 0.000243146 0.000476783 0.000317288 0.000521455 0.000343159 0.000318074 0.00030884 0.000255444 0.000410202 0.000261834 0.000230973 0.000156633
threshold=0.076175000000000007 -1.0000000180025095e-35 -0.094929999999999987 0.080930000000000016 0.30112000000000005 -1.0000000180025095e-35 1.0000000180025095e-35 0.27044500000000005 0.08178500000000001 0.10440000000000001 0.087170000000000011 0.10097500000000002 0.062580000000000011 -0.10324499999999999 -0.10011499999999998 -0.084269999999999984 -0.10224499999999999 -0.51253999999999988 0.03138500000000001 -0.057069999999999989 0.083060000000000009 0.086105000000000015 -0.014169999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 -4 7 9 -9 10 11 13 -13 -7 16 -16 -15 -14 19 -17 22 -5 -21
right_child=-2 2 3 21 -6 6 -8 8 -10 -11 -12 12 17 14 15 18 -18 -19 -20 20 -22 -23 -24
leaf_value=-0.00080994453521626274 -0.00097020776531018334 -0.00080118604572535868 -0.00077811046046275488 0.00013249095077440769 0.00092466350738247397 -0.00053337695647285536 -0.00076526388272834818 0.00092475403606178774 -7.2901377654446451e-05 0.00063092128529210125 -0.00074142730249135804 -0.0010121775419950688 -0.00047925045071567227 0.00035259189188949225 -0.00079201947130523088 -0.00079675348695670909 0.0013690328975344476 0.00063508657769394735 0.00059513911421402816 5.6508777606010549e-05 -0.00035539212543412717 0.00099104436319317991 0.0008259583530371606
leaf_weight=0.0013336019907793642 0.0010613078375532039 0.0011310927954131236 0.0015138024499917737 0.0010738867539719079 0.0010105847413462423 0.0014820586289787585 0.0012073691318680293 0.001855149379578854 0.0010673492714019517 0.0015667365666517099 0.0010495498399316619 0.0013668559410189305 0.0010296951718089531 0.0018093082332306665 0.0010377970703232473 0.0012053732619827159 0.0010228917356442865 0.0010832819566228835 0.001699565875092901 0.0010167844488169209 0.0012198699191419138 0.0017471698356872345 0.0012541689133190054
leaf_count=477 101 53 440 76 116 82 60 181 36 177 98 169 10 48 224 404 15 73 45 41 33 125 37
internal_value=0 1.73205e-05 5.60984e-05 9.15923e-05 2.56521e-05 -1.3029e-05 3.96784e-05 8.6478e-05 0.000560392 8.85988e-06 -5.10157e-05 -3.42977e-06 -0.000341684 9.6765e-05 0.000187738 -1.49385e-05 0.000719695 9.20483e-05 0.000111153 -6.40026e-05 0.000189015 0.00066422 0.000481449
internal_weight=0 0.0297839 0.0284503 0.0273192 0.0244982 0.0234876 0.0219738 0.0207664 0.0029225 0.0178439 0.0162772 0.0152277 0.00347983 0.0117478 0.0102658 0.00743356 0.0028322 0.00211298 0.00639576 0.0046962 0.00349082 0.00282106 0.00227095
internal_count=3121 3020 2543 2490 2289 2173 1733 1673 217 1456 1279 1181 252 929 847 784 63 83 560 515 111 201 78
is_linear=0
shrinkage=0.00145689


Tree=1763
num_leaves=16
num_cat=0
split_feature=128 133 3 48 50 2 159 15 52 43 1 4 0 1 3
split_gain=8.05476e-05 0.00011031 0.000113544 0.000192725 0.000141579 0.000153064 0.000122294 0.000196557 0.000149926 0.000152825 0.000165066 0.000146424 0.000235539 0.000211104 0.000194399
threshold=1.0000000180025095e-35 0.10622000000000002 0.16158000000000003 0.12649500000000002 0.07826000000000001 0.11548000000000001 0.091530000000000014 -0.11713499999999999 -0.24456499999999998 -0.12152999999999999 0.10089500000000001 0.0061450000000000003 -0.10224499999999999 0.086560000000000012 -0.014944999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 7 -1 -9 -10 11 13 -13 14 -11
right_child=-2 -3 -4 -5 -6 -7 -8 8 9 10 -12 12 -14 -15 -16
leaf_value=-0.0018929318213323706 -0.0015341219498640557 -0.0016720951726149739 0.0017074365892804332 -0.002318908423729817 -0.00145134131653993 0.0022205119498142074 -0.0016199746460985737 -0.0011175933699767247 0.0026724265494332856 -0.00087378031267289886 0.0023247620317713704 -0.00051921871609556804 0.0029941429023374274 -0.0026736456395817839 0.002165801697922882
leaf_weight=0.0010823059879403974 0.0010300206375019735 0.0010655564426439021 0.0013604525423472893 0.0010028516381748167 0.0014522495250915432 0.0012531320269766758 0.0010583932675082086 0.001358974600346923 0.0012365416701682905 0.0016852598726624585 0.0013458564203625706 0.0011593987773730885 0.0011930211434007243 0.0010098406904618662 0.0010537683069156163
leaf_count=171 231 389 149 63 398 220 199 204 90 570 116 75 73 136 37
internal_value=0 6.12341e-05 0.000168292 3.6528e-05 0.000195182 0.000373142 0.000183129 0.00035467 0.000596896 0.000865209 0.000565135 0.000176986 0.00126257 -0.000504219 0.000295618
internal_weight=0 0.0183176 0.017252 0.0158916 0.0148887 0.0134365 0.0121834 0.011125 0.0100427 0.00868369 0.00744715 0.00610129 0.00235242 0.00374887 0.00273903
internal_count=3121 2890 2501 2352 2289 1891 1671 1472 1301 1097 1007 891 148 743 607
is_linear=0
shrinkage=0.00555105


Tree=1764
num_leaves=26
num_cat=0
split_feature=1213 1456 133 133 42 123 456 130 43 43 43 49 16 12 0 14 3 15 42 49 15 4 43 15 4
split_gain=0.000580587 0.000435345 0.000449905 0.000630136 0.000329192 0.000511275 0.000411478 0.000260829 0.000459855 0.000572436 0.000289705 0.000209945 0.000233721 0.000414265 0.00030288 0.00026578 0.000401125 0.000283817 0.000209129 0.000182868 0.000139629 0.000249136 0.000103283 9.11029e-05 7.16133e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.25159999999999993 -0.085499999999999979 -0.11466499999999999 1.0000000180025095e-35 0.087015000000000023 -0.073054999999999981 -0.14968999999999996 -0.088909999999999989 -0.08287499999999999 -0.097394999999999995 0.22339500000000004 0.10345000000000001 -0.076899999999999982 -0.10708499999999999 0.090900000000000009 -0.070929999999999979 0.086730000000000015 -0.043469999999999995 -0.10091499999999999 -0.0019149999999999998 -0.34140499999999996 0.088235000000000022 -0.27825499999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 23 -5 6 7 -6 22 -10 -11 -12 14 -14 15 -13 18 19 20 -18 -17 -22 -9 -4 -16
right_child=1 2 3 4 5 -7 -8 8 9 10 11 12 13 -15 24 16 17 -19 -20 -21 21 -23 -24 -25 -26
leaf_value=-0.00094755921693632768 -0.00087694289369431627 -0.00090418589663405807 0.00057522018718933823 -0.00059671072524262309 -0.00063244046110901616 0.00088369778286442673 -0.00090881960923657715 0.0003932554698837857 -0.0010643440018361172 0.00084944109225081521 -0.0005348520073795302 -0.00061950980296768298 -0.00086911968944345492 0.0003253358391840899 0.00034890196342630009 3.6304288651821632e-05 0.00072183613709529714 0.0011803358197595268 0.00046556936926322377 -0.0001148413494359182 -2.642045563299801e-05 -0.0010599099910618475 0.0010383634276001964 0.0011708915212293371 0.00086845436136497077
leaf_weight=0.0014143649354823587 0.0011314778451620702 0.0010239180817690477 0.0012478288187613143 0.0017180830068866939 0.0011282421413104224 0.0016160474251629134 0.0010100585426234812 0.0010151331590364521 0.0010100940274398998 0.0010345069064979775 0.0012979433453068614 0.0011258023307014796 0.0013818324697692777 0.0011963125036024702 0.0010125764933510695 0.0015521733729122406 0.0010259741752953744 0.0010524526824138292 0.0010066092123419967 0.0013178434825258378 0.0010093640146703825 0.0010518528258182686 0.0011910895659319456 0.001039161618322737 0.001390183790194466
leaf_count=491 258 164 150 92 105 231 137 33 148 94 51 23 201 27 39 35 26 43 205 58 142 64 60 29 215
internal_value=0 2.70271e-05 6.29722e-05 9.90732e-05 3.11472e-05 7.71947e-05 1.74356e-05 6.24151e-05 0.000102267 2.1516e-05 8.817e-05 3.71005e-05 8.96646e-05 -0.000314868 0.000180003 5.66069e-05 0.00015156 0.000539265 -0.00013345 0.000251403 -0.000300324 -0.000553817 0.000741535 0.000845881 0.000649503
internal_weight=0 0.0295866 0.0284551 0.0274312 0.0251442 0.0234261 0.02181 0.0208 0.0196717 0.0174655 0.0164554 0.0154209 0.014123 0.00257814 0.0115448 0.00914207 0.00801627 0.00339627 0.00462 0.00234382 0.00361339 0.00206122 0.00220622 0.00228699 0.00240276
internal_count=3121 2630 2372 2208 2029 1937 1706 1569 1464 1371 1223 1129 1078 228 850 596 573 127 446 84 241 206 93 179 254
is_linear=0
shrinkage=0.00148603


Tree=1765
num_leaves=17
num_cat=0
split_feature=4 43 0 43 12 48 2 48 14 1 16 16 43 4 16 2
split_gain=8.07754e-05 0.000169331 0.000196892 0.000153636 0.000181534 0.000127391 0.000172363 0.000229449 0.000444017 0.000380294 0.000132292 0.000206454 0.000181851 0.000176871 0.000169692 7.95463e-05
threshold=-0.51843499999999987 -0.27207999999999993 -0.036484999999999997 0.093175000000000022 0.085635000000000003 -0.075804999999999984 0.098035000000000011 0.12737000000000001 -0.10708499999999999 0.10658000000000002 -0.29154999999999992 -0.056919999999999991 -0.074359999999999996 0.053180000000000012 -0.088159999999999988 0.088300000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 5 4 -4 -3 10 8 -8 -10 -7 13 -13 14 15 -12
right_child=1 2 3 -5 -6 6 7 -9 9 -11 11 12 -14 -15 -16 -17
leaf_value=-0.0016071843297050337 -0.0020454500764724225 -0.0021296676397033316 0.0025145227462978607 0.0035155441348773899 -0.00098121236926908143 -0.0024770504438950489 -0.0014777255452420625 -0.00127961902365754 0.0011278170482730166 0.0060088407591930302 -0.00023870809820397571 0.00021002311476913104 -0.0029092899662886756 0.0025488262661158578 -0.0019201107297180178 0.0021209087595670979
leaf_weight=0.0010969049971367708 0.0012687124103187798 0.0010142018492454987 0.0010192036607163972 0.0010102744896278715 0.0011320406755004342 0.0010057977699033651 0.0010261405701610382 0.0011607421788140115 0.0013179123452309724 0.0010241405383181468 0.001036424389726869 0.0012599393344172732 0.0014528173698713179 0.0012594694942457546 0.0011813668609985256 0.001026852384425625
leaf_count=65 134 106 165 35 126 121 78 66 375 160 264 409 330 63 541 83
internal_value=0 7.17799e-05 0.000230468 0.00158269 0.000674976 -8.00901e-05 8.29235e-05 0.00102421 0.00181816 0.00326221 -0.000435527 -0.000151004 -0.00146053 0.0006377 -0.00010414 0.000935627
internal_weight=0 0.018196 0.0169273 0.00316152 0.00215124 0.0137658 0.0127516 0.00452894 0.00336819 0.00234205 0.00822267 0.00721687 0.00271276 0.00450411 0.00324464 0.00206328
internal_count=3121 3056 2922 326 291 2596 2490 679 613 535 1811 1690 739 951 888 347
is_linear=0
shrinkage=0.00600863


Tree=1766
num_leaves=22
num_cat=0
split_feature=1213 1456 453 38 124 40 3 12 12 4 4 0 52 0 47 42 1 3 16 15 13
split_gain=0.00052988 0.000452272 0.000377815 0.000353239 0.00037064 0.000330765 0.000340168 0.000324164 0.000339459 0.000401042 0.000331546 0.000397105 0.000427138 0.00039343 0.00040354 0.000521776 0.000350777 0.000396539 0.000250179 0.000248294 0.000194774
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 -0.043384999999999993 -0.063404999999999989 0.149315 0.092355000000000007 0.097825000000000009 0.09173000000000002 -0.42529999999999996 -0.019414999999999998 -0.0064899999999999992 -0.17169499999999996 0.09550500000000002 0.081660000000000024 0.11181500000000001 0.090900000000000009 -0.083134999999999987 -0.11033999999999998 -0.084319999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 -3 -6 7 10 -9 -10 -7 12 16 -14 15 18 17 -12 -15 -11 -17
right_child=1 2 -4 -5 5 6 -8 8 9 19 11 -13 13 14 -16 20 -18 -19 -20 -21 -22
leaf_value=-0.00097327537561371722 -0.00092020715528363689 0.00086381165826173454 -0.00074115184263481978 -0.00075061732768284416 -0.00059230110826261756 -0.0005703762380800182 0.00091692057367415364 -0.00081862029614286993 -0.00049635368160954024 -5.8312999794894735e-05 -0.0004093701640742068 0.0010570467708883233 0.0011016014878041495 5.1025940034705872e-05 0.0010427941383282361 3.9599799496766918e-05 -0.00091161532783999642 0.00061762838332248828 -0.0009173520698006393 0.00099603584634930893 0.00091930411718945217
leaf_weight=0.0013397532282460869 0.0011702474612242933 0.0015812473152279549 0.0013360075707217192 0.0011137037111724193 0.0015816368585228188 0.0011982651338033829 0.0012684130948875652 0.0016296502445914398 0.0019176815337686726 0.0010503162604234006 0.0019505432623342896 0.0014034419365547965 0.0015811296545082901 0.0012453360946235396 0.001201852338957643 0.0010335902911033229 0.00116515479601631 0.0016664594568851498 0.0013069545053965093 0.0010858423011615992 0.0014394363996121928
leaf_count=491 258 214 75 60 98 92 110 305 276 42 345 61 64 143 28 128 29 35 115 38 114
internal_value=0 2.12947e-05 6.09893e-05 0.000101551 0.000139053 9.07501e-05 0.000139537 9.23028e-05 -0.000222684 1.68834e-05 0.000210141 0.000276975 0.000190022 0.000412878 0.000238006 4.55328e-05 -0.000173858 6.37983e-05 -0.000444853 0.000477629 0.000551636
internal_weight=0 0.0289269 0.0277567 0.0264207 0.025307 0.0237257 0.0221441 0.0208757 0.00568349 0.00405384 0.0151922 0.0139939 0.0125905 0.0078083 0.00622717 0.00502532 0.00478216 0.003617 0.00255229 0.00213616 0.00247303
internal_count=3121 2630 2372 2297 2237 2023 1925 1815 661 356 1154 1062 1001 592 528 500 409 380 258 80 242
is_linear=0
shrinkage=0.00154607


Tree=1767
num_leaves=24
num_cat=0
split_feature=14 1213 1374 457 11 1447 50 1 157 159 403 0 12 3 16 16 151 15 15 2 4 16 52
split_gain=0.000574272 0.000480262 0.000431208 0.000499214 0.000373786 0.000304279 0.000343035 0.000269363 0.000258051 0.000263097 0.000316476 0.000399889 0.000412322 0.000286625 0.000279059 0.00036011 0.000472954 0.000321148 0.000253982 0.00020042 0.000809491 0.00017532 3.8374e-05
threshold=0.076175000000000007 -1.0000000180025095e-35 -0.094929999999999987 0.080930000000000016 0.088215000000000002 -1.0000000180025095e-35 0.099210000000000007 0.086105000000000015 -0.077384999999999995 0.10519500000000001 0.095105000000000009 0.18019500000000002 0.11650500000000001 -0.12018999999999998 -0.36241499999999999 -0.15012499999999998 -0.024429999999999997 0.088655000000000025 0.083935000000000023 0.091545000000000015 0.053180000000000012 -0.51370499999999997 -0.034054999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 -4 8 -5 -7 10 11 12 13 -10 21 -16 -17 18 19 20 -18 -15 -21
right_child=-2 2 3 7 -6 6 -8 -9 9 -11 -12 -13 -14 14 15 16 17 -19 -20 22 -22 -23 -24
leaf_value=-0.00081239718149221586 -0.0010341536538580824 -0.000779877893516502 -0.00067506788829775264 0.00010436412835661968 -0.0007178881035636162 0.00064075199794242309 0.00070158002445862061 0.0010157990870729033 0.00072996147129344535 -0.00064064555507421989 -0.00071529991728199057 0.00096652500852348561 -0.00084896788414377843 -7.4457980337234861e-05 0.00091938079411719444 0.00084431675835418404 -0.0013004654203753339 -0.00082930494674563545 0.00064387004363999304 0.00047676283742666001 0.00015638713914475593 -0.00084278222119827067 7.6768337981549006e-05
leaf_weight=0.0013792553577925406 0.0011210636277336752 0.0012212081564424429 0.0010813733502599556 0.0011029560111732719 0.0013162957610806094 0.0015092736445796997 0.001940886846883815 0.0018304230117626996 0.0014344393127695325 0.0012163873418557783 0.0010526287527987946 0.0010781274034019619 0.0010145741269176325 0.0015826024098891944 0.0011500856262551167 0.0013808105651880185 0.0011652025181731231 0.0010512704927559957 0.0012018556116277779 0.0010228421086347916 0.0026521093163117404 0.001047673506386679 0.0010135072981293236
leaf_count=477 101 53 236 76 96 182 260 125 68 159 75 19 49 68 39 109 178 252 151 141 34 110 63
internal_value=0 2.75984e-05 6.74576e-05 0.000104619 3.76808e-05 7.98306e-05 0.000116089 0.000673098 6.08537e-05 1.49442e-05 5.9625e-05 0.000108193 4.93147e-05 0.000111303 4.44178e-05 0.000149481 5.61538e-05 -7.80921e-05 3.38384e-05 -9.14114e-05 -0.000288305 -0.000380492 0.000277682
internal_weight=0 0.0304458 0.0290665 0.0278453 0.0249119 0.0235957 0.0225143 0.00293338 0.0205734 0.0190641 0.0178477 0.0167951 0.015717 0.0147024 0.013268 0.0106377 0.0094876 0.00810679 0.00705552 0.00585366 0.00381731 0.00263028 0.00203635
internal_count=3121 3020 2543 2490 2289 2193 1957 201 1697 1515 1356 1281 1262 1213 1145 967 928 819 567 416 212 178 204
is_linear=0
shrinkage=0.00145689


Tree=1768
num_leaves=15
num_cat=0
split_feature=403 403 3 11 52 52 13 52 157 3 1 2 43 16
split_gain=0.000128167 0.000141012 0.000116836 0.000182907 0.000114142 0.000164645 0.00019241 0.000178979 0.000137618 0.000237821 0.000137503 0.000174164 0.000163356 0.000105109
threshold=0.10301500000000001 0.08332500000000001 -0.20241999999999996 0.078340000000000007 0.15915500000000002 0.10347000000000002 -0.084034999999999985 -0.013374999999999998 -0.079969999999999986 0.11296500000000002 0.077565000000000009 0.089885000000000007 -0.074359999999999996 -0.16075999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 6 7 -4 -8 10 -10 12 -12 -9
right_child=-2 -3 3 -5 -6 -7 8 13 9 -11 11 -13 -14 -15
leaf_value=0.0016955441997144891 -0.0018709768547189184 0.0018716317828557075 0.0028471592454307089 -0.0022472797268349781 -0.0014261900689257498 0.0020566539969116538 0.001428749833548091 0.0012717582085639578 -0.0016923530455493722 -0.002635434257007531 0.00063485556713532615 0.0015987478624122429 -0.001683929400208224 -0.0010060009438312442
leaf_weight=0.0010378987022072834 0.0010083642638241954 0.0011741672444914577 0.0010807724245657027 0.0011040785691220903 0.0014387564654477778 0.00118228465493564 0.0010011272224292192 0.0012470924227615671 0.0014442543907005612 0.0014369950874737469 0.0017548411089997641 0.0016496621950844934 0.0017054352028003927 0.0010729095104839064
leaf_count=137 202 112 281 104 336 163 140 92 667 73 177 155 245 237
internal_value=0 8.28318e-05 -3.9594e-05 -0.000151325 2.80346e-06 0.000154252 -2.72344e-05 0.00105381 -0.000436073 -0.000669695 -0.000238711 0.000172141 -0.000507983 0.000218384
internal_weight=0 0.0183303 0.0171561 0.0161182 0.0150141 0.0135754 0.0123931 0.00340077 0.00899232 0.00799119 0.00655419 0.00510994 0.00346028 0.00232
internal_count=3121 2919 2807 2670 2566 2230 2067 610 1457 1317 1244 577 422 329
is_linear=0
shrinkage=0.00533549


Tree=1769
num_leaves=25
num_cat=0
split_feature=1213 14 1374 457 1447 13 13 132 453 133 42 47 3 39 160 3 52 16 1 0 1 3 3 15
split_gain=0.000553082 0.000511919 0.000480867 0.000487768 0.000357324 0.000282934 0.000408777 0.00034192 0.000325732 0.000360792 0.000394319 0.0004682 0.00052861 0.000331595 0.000351734 0.000482431 0.000320116 0.00053393 0.000401362 0.00029976 0.00039917 0.000274117 0.000227595 0.000195669
threshold=-1.0000000180025095e-35 0.076175000000000007 -0.094929999999999987 0.080930000000000016 -1.0000000180025095e-35 -0.53104499999999988 -0.42195999999999995 0.080640000000000017 1.0000000180025095e-35 0.093615000000000018 -1.0000000180025095e-35 0.11518500000000002 -0.065229999999999996 0.056590000000000008 -1.0000000180025095e-35 0.10542000000000001 0.077655000000000016 -0.056919999999999991 0.12205500000000001 -0.10224499999999999 0.099195000000000019 -0.082974999999999979 -0.078934999999999991 -0.090344999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 -4 -6 -7 8 9 10 11 12 -8 14 15 -12 17 19 -19 20 -16 -18 -21 -5
right_child=1 -3 3 23 5 6 7 -9 -10 -11 13 -13 -14 -15 16 -17 21 18 -20 22 -22 -23 -24 -25
leaf_value=-0.00098203015189908755 -0.00090258675525604275 -0.0010009277666212283 -0.00080835382446385455 0.0012041795104500816 -0.00075107437757404062 0.0010112400621359418 -0.0015696135671485186 0.00069012166314075447 -0.00082402001168607481 -0.0007049636647530038 -0.00098254607387457914 0.00036989806057616264 -3.1427433160090549e-05 0.0010831837011273911 -0.00067547076300525984 0.00038281758400295475 0.0011982067424198127 -0.00087960652623551296 0.00032412164591103551 0.00031680462814621474 0.00057455917085851927 0.00027833120946661402 0.0013201909508886566 0.00037928244097137583
leaf_weight=0.00145693552787196 0.0012599486117110805 0.0011948113161346354 0.0012256857530566481 0.0011462332864411451 0.0010166308665553415 0.0011606952440098529 0.0011288213961832966 0.0019122308653173317 0.0011457603158256937 0.0014911807119145628 0.0014359964445145599 0.0013317577888081189 0.0010941758178013563 0.001019952558801899 0.0010825857544602968 0.0011662394501845696 0.0014546711520893041 0.0018435422371079341 0.0010998377729265485 0.0010731161281403168 0.0015375908295114371 0.001805607370824803 0.0011807865834397788 0.0019013339158832068
leaf_count=491 53 87 239 61 28 63 311 186 64 315 300 14 85 148 23 24 16 263 15 38 44 81 32 140
internal_value=0 1.1674e-05 5.13232e-05 9.24068e-05 2.2967e-05 6.37553e-05 9.83222e-05 5.18555e-05 -6.56561e-06 4.08675e-05 0.000101793 -0.000369529 -0.000812507 0.000215768 0.000151095 -0.000370633 0.000273653 0.000100532 -0.000429816 0.0004208 5.80808e-05 0.000688761 0.000842464 0.000689538
internal_weight=0 0.0317092 0.0305144 0.0292544 0.0262069 0.0249812 0.0239645 0.0228039 0.0208916 0.0197459 0.0182547 0.00355476 0.002223 0.0146999 0.01368 0.00260224 0.0110777 0.00781746 0.00294338 0.00487408 0.00262018 0.00326028 0.0022539 0.00304757
internal_count=3121 2630 2543 2490 2289 2050 2022 1959 1773 1709 1394 410 396 984 836 324 512 415 278 137 67 97 70 201
is_linear=0
shrinkage=0.00157699


Tree=1770
num_leaves=15
num_cat=0
split_feature=403 403 160 474 133 151 4 42 47 4 160 457 13 42
split_gain=0.000105817 0.000117118 0.000105426 0.000324337 0.000291651 0.000193262 0.000224059 0.000187352 0.000214524 0.000269606 0.000172029 0.000165579 0.000199796 0.000103075
threshold=0.10301500000000001 0.08332500000000001 -1.0000000180025095e-35 0.084660000000000027 -1.0000000180025095e-35 -0.090369999999999992 0.26790000000000008 0.083995000000000014 0.09550500000000002 0.033845000000000007 -0.095794999999999977 0.060310000000000009 -0.0030199999999999997 0.092145000000000019
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 10 -4 -6 7 8 9 11 -1 12 -7 -9
right_child=-2 -3 4 -5 5 6 -8 13 -10 -11 -12 -13 -14 -15
leaf_value=-0.00065737147213008028 -0.0017728373375531072 0.001774036446853955 -0.0025751598681127887 0.0015032472870367948 -0.0018570794175890725 0.00096678587584090616 0.002821208477897227 0.0027513435435990666 0.0019433861157382806 -0.0023762517799332194 -0.0035664047712202218 0.0020795458749173152 -0.001794904877734948 0.00055584558821467414
leaf_weight=0.0013593387416249436 0.0010057500109087727 0.0011722263299551719 0.0010808785657848438 0.0012050222503547647 0.0010407072726781328 0.0016063450543241653 0.0012889185176780402 0.0012927457878697396 0.0013120151774825839 0.0017413777329265412 0.0011617543391705251 0.0010919338541797163 0.0016225787451305124 0.0013439662112228745
leaf_count=375 202 112 516 216 95 169 191 201 57 73 304 64 274 272
internal_value=0 7.64914e-05 -3.95545e-05 -0.000865628 0.000189783 0.000431957 0.000642775 0.0003623 -9.17864e-05 -0.000532247 -0.00199789 0.000210917 -0.000421002 0.00163227
internal_weight=0 0.0183198 0.0171476 0.00372612 0.0134215 0.0123406 0.0112999 0.010011 0.00737425 0.00606224 0.00252109 0.00432086 0.00322892 0.00263671
internal_count=3121 2919 2807 895 1912 1396 1301 1110 637 580 679 507 443 473
is_linear=0
shrinkage=0.00555105


Tree=1771
num_leaves=26
num_cat=0
split_feature=1213 14 133 133 123 124 1374 130 43 43 457 484 43 16 1 16 151 160 1 4 4 0 15 15 13
split_gain=0.000568702 0.000564956 0.000508646 0.000561321 0.000471821 0.000568396 0.000472168 0.000476296 0.000469645 0.000822239 0.000475696 0.00051559 0.000422789 0.000674101 0.000510493 0.000397093 0.000406395 0.000751929 0.000499425 0.000641392 0.000289928 0.000282597 0.000255413 0.000113041 6.33018e-05
threshold=-1.0000000180025095e-35 0.076175000000000007 -0.25159999999999993 -0.085499999999999979 1.0000000180025095e-35 -0.013479999999999999 -0.094929999999999987 -0.0015749999999999998 -0.15582499999999996 -0.088909999999999989 0.092360000000000012 -0.0068949999999999992 0.12450000000000001 0.22339500000000004 0.117245 -0.36241499999999999 -0.016164999999999995 -0.080409999999999995 0.10089500000000001 -0.080924999999999983 0.053180000000000012 -0.059114999999999994 -0.15914499999999995 0.088235000000000022 -0.013634999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 23 5 -5 -7 -8 21 -10 11 -11 13 15 -15 22 -17 -18 19 -19 -21 -9 -13 -4 -6
right_child=1 -3 3 4 24 6 7 8 9 10 -12 12 -14 14 -16 16 17 18 -20 20 -22 -23 -24 -25 -26
leaf_value=-0.00082469004525414049 -0.00082456051415116772 -0.00086158779095818266 0.00043416678325362455 -0.00088961288800207359 0.00088268844515183224 -0.00075529381658255958 -0.00059603121378207073 0.00017873251550602659 -0.00089332323336135543 -0.00071277401528565979 0.00083162905006842897 0.00025186095083223561 0.00091646686914276547 -0.0010759979214248689 0.00015588784384741434 0.00098819561510789158 -0.00069298142222688048 0.0008945085800508701 0.0010462945338906644 -0.00059904887748389081 0.00026724200778959465 0.00099494026477122723 -0.0005871585059332178 0.0010170844633414378 0.0004132575830755382
leaf_weight=0.0014650353691248999 0.0011178067612426781 0.0012306493556151201 0.0012502939829504836 0.0012380714212267266 0.0010000876524250968 0.0012766594549784563 0.0017397401435117052 0.0013986686567353246 0.0014978856696374323 0.0013795644483847449 0.001516471494946269 0.0010678407250678257 0.001103532868601321 0.0014120397443507801 0.0010009425264740912 0.0014185248558098457 0.0012978872182632956 0.0014226598575852656 0.0015960533074395045 0.0014596167433371813 0.0012477270981845479 0.00156514368350713 0.0015469957061128763 0.0010793034552384895 0.0010006304986779199
leaf_count=491 164 87 153 46 136 50 154 78 211 341 62 53 23 205 26 85 176 86 60 182 23 35 66 29 99
internal_value=0 1.55729e-05 4.96967e-05 8.17205e-05 3.02707e-05 -1.69194e-05 2.6389e-05 6.85474e-05 0.000121266 4.49359e-05 0.000125383 5.82502e-05 0.000131236 6.69068e-05 -0.000564993 0.000204803 0.00034397 0.000213865 0.000419414 0.000177154 -0.000199803 0.000609759 -0.000244522 0.000704233 0.000647909
internal_weight=0 0.0328648 0.0316341 0.0305163 0.0281867 0.026186 0.024948 0.0236713 0.0219316 0.0189677 0.0174699 0.0159534 0.0145738 0.0134703 0.00241298 0.0110573 0.00844247 0.00702394 0.00572606 0.00413 0.00270734 0.00296381 0.00261484 0.0023296 0.00200072
internal_count=3121 2630 2543 2379 2197 1962 1916 1866 1712 1599 1388 1326 985 962 231 731 612 527 351 291 205 113 119 182 235
is_linear=0
shrinkage=0.00131955


Tree=1772
num_leaves=24
num_cat=0
split_feature=1213 14 1374 1456 453 0 38 124 40 3 4 12 0 52 12 4 42 15 0 0 15 3 16
split_gain=0.000677563 0.00059957 0.000440134 0.000363826 0.000456921 0.000481697 0.000311984 0.000562824 0.000344744 0.000539086 0.000374246 0.000418907 0.000724822 0.000593312 0.000466576 0.000447661 0.000312406 0.000361211 0.000533085 0.000531529 0.000230885 0.0001789 0.000162097
threshold=-1.0000000180025095e-35 0.076175000000000007 -0.094929999999999987 -1.0000000180025095e-35 1.0000000180025095e-35 -0.23091999999999999 1.0000000180025095e-35 -0.043384999999999993 -0.067184999999999981 0.149315 -0.49405499999999997 0.092355000000000007 -0.019414999999999998 -0.091869999999999993 0.097825000000000009 0.09173000000000002 0.08623500000000002 -0.10324499999999999 -0.10011499999999998 -0.076899999999999982 -0.11033999999999998 -0.078934999999999991 -0.059624999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 5 -5 7 -7 -9 10 -10 12 13 -12 -13 -16 17 -15 22 -20 -17 -18 -19
right_child=1 -3 3 4 -6 6 -8 8 9 -11 11 14 -14 16 15 20 21 18 19 -21 -22 -23 -24
leaf_value=-0.0012079690839153303 -0.00095654894973594353 -0.0012410702594210477 -0.00090929597188350842 0.0012582231631606911 -0.00084310653068618634 0.0012568686960269823 -0.00075875739254022557 -0.00068513416346617517 -0.00076718868268393177 0.0013398225299547646 -0.0010351738666308809 -0.0010634861264194316 0.0014287518354588248 -0.00072082353232232098 -0.00061034047264546694 2.1673178093795256e-05 0.0004094463241512802 0.00042266916250577829 -0.0011113021422384738 0.00054707205939602457 0.0011390234330253017 0.0012965021171389946 0.0012305421081829141
leaf_weight=0.0014137780944878933 0.0012038943726899723 0.0010911971293738878 0.0010048737932137888 0.0012630744765118529 0.0013133482215962325 0.0014272500482221178 0.001081601640245621 0.0014731657536444639 0.0013483773320759262 0.0011595477868925333 0.0010698008491243855 0.0014541907193182371 0.001669647904199237 0.0012363315453835979 0.0015962451854637516 0.0010910053628938599 0.0014733211434940774 0.0015831219557469467 0.0011972050410784581 0.0011474289034225874 0.0011532333769085357 0.0012950856760942653 0.0014357367787169919
leaf_count=491 53 87 241 47 75 207 59 92 118 104 132 272 70 67 250 40 187 35 325 24 38 79 28
internal_value=0 2.5671e-05 7.38714e-05 0.000119024 0.000158064 0.000210335 0.000154938 0.000198262 0.000127605 0.000187739 0.000116494 0.000184964 0.000363602 0.000193222 -0.000223538 9.45069e-05 0.000333499 0.000127574 0.000323137 -0.000299719 0.000595839 0.000824419 0.000806885
internal_weight=0 0.0297687 0.0286775 0.0274736 0.0264687 0.0251554 0.0238923 0.0228107 0.0213834 0.0199103 0.0187507 0.0174024 0.0121077 0.010438 0.00529467 0.00384048 0.00936823 0.00659982 0.00536349 0.00234463 0.00224424 0.00276841 0.00301886
internal_count=3121 2630 2543 2490 2249 2174 2127 2068 1861 1769 1665 1547 947 877 600 328 745 479 412 349 78 266 63
is_linear=0
shrinkage=0.00174112


Tree=1773
num_leaves=15
num_cat=0
split_feature=12 2 14 12 52 16 42 2 48 3 3 0 3 1
split_gain=8.99088e-05 9.82204e-05 0.000140452 0.000108019 0.000165271 0.000177033 0.000203716 0.000149636 0.000163928 0.000144952 0.000141374 0.000153168 0.00021913 0.000207053
threshold=0.11650500000000001 0.13754500000000003 -0.10708499999999999 0.10345000000000001 -0.11592499999999999 0.19444000000000003 0.091735000000000025 0.099185000000000009 0.085845000000000019 0.11924500000000002 0.084940000000000015 -0.10224499999999999 -0.059315 0.080000000000000016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 -4 6 7 8 10 -9 11 -6 13 -13
right_child=-2 -3 3 -5 5 -7 -8 9 -10 -11 -12 12 -14 -15
leaf_value=-0.0019737591140840767 -0.0016594174484918108 0.001817546379472569 -0.0016160646793046383 0.0018559367966420124 -0.0019559873985730072 0.0023916755462854312 -0.0021623036204418268 0.0024813484282441554 -0.001788203438774192 -0.00022627975474056173 0.0023028784748109171 -0.0018981753092420493 0.0026371864972096408 0.0014792807203836045
leaf_weight=0.0012013074585006103 0.0010980834503952338 0.0010588175833033597 0.0019553324305955052 0.0011476563194105774 0.0011832834723164978 0.0011848406563290679 0.0013368989625709609 0.001754463110637372 0.001663797541804346 0.0011267558063723371 0.0010174782875064931 0.0014899200593929676 0.0011331621153269546 0.0010911732712041156
leaf_count=95 147 154 432 184 114 81 364 206 198 68 57 717 54 250
internal_value=0 7.5915e-05 -3.07645e-05 0.00011435 -1.94605e-05 0.000221022 3.00973e-06 0.000279759 -0.000154666 0.00142248 0.000304821 -0.000110281 0.000477722 -0.000470335
internal_weight=0 0.0183449 0.0172861 0.0160848 0.0149371 0.0129818 0.0117969 0.01046 0.00757881 0.00288122 0.00591502 0.00489754 0.00371426 0.00258109
internal_count=3121 2974 2820 2725 2541 2109 2028 1664 1390 274 1192 1135 1021 967
is_linear=0
shrinkage=0.00589082


Tree=1774
num_leaves=13
num_cat=0
split_feature=4 43 13 13 16 12 0 160 157 151 1 2
split_gain=8.05524e-05 0.000152151 0.000163328 0.000114023 0.000229127 0.00019961 0.000251157 0.000117772 0.000226767 0.000226071 0.000254894 0.000134959
threshold=-0.51843499999999987 -0.27207999999999993 0.11217000000000001 -0.39067499999999994 0.15891500000000003 0.092355000000000007 -0.070154999999999981 -1.0000000180025095e-35 -0.077944999999999987 -0.0083949999999999979 0.10089500000000001 0.088225000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 5 6 7 8 -5 -9 11 -11
right_child=1 2 -4 4 -6 -7 -8 9 -10 10 -12 -13
leaf_value=-0.0013669387132791654 -0.0016352677345796752 0.0013330662373496193 0.0019062603200253627 0.00085302478170913901 -0.0020524878109636335 -0.0013731297146541146 0.0024322175353061336 -0.0011383741198963686 -0.0024290043551725422 -0.00066996230001139482 0.0027463852171439032 0.0013410096938493512
leaf_weight=0.0010967466693481134 0.0012870512306259975 0.0016192438013577478 0.0013480365130417163 0.0010173809875323181 0.0014256394299276285 0.0019852331119642472 0.0013880359544658884 0.0017985250888128438 0.001214700351862049 0.0019639856922975133 0.0015061829939201216 0.0015868109781222994
leaf_count=65 134 138 87 184 389 566 171 189 391 545 94 168
internal_value=0 6.42829e-05 0.00019407 4.52162e-05 -0.000104954 0.000117862 0.000400419 9.00828e-05 -0.000933058 0.000423207 0.000978586 0.000228718
internal_weight=0 0.0181408 0.0168538 0.0155057 0.0138865 0.0124609 0.0104756 0.00908759 0.00223208 0.0068555 0.00505698 0.0035508
internal_count=3121 3056 2922 2835 2697 2308 1742 1571 575 996 807 713
is_linear=0
shrinkage=0.00512831


Tree=1775
num_leaves=25
num_cat=0
split_feature=1213 14 1374 457 133 133 130 52 15 123 124 43 3 43 151 4 16 0 1 52 16 0 15 1
split_gain=0.000695965 0.000472796 0.000408815 0.000460314 0.000373979 0.000768635 0.000423337 0.000425281 0.000442086 0.000303913 0.000451216 0.000635552 0.000448963 0.000333461 0.00031448 0.000454825 0.000688398 0.000317568 0.000274275 0.000230635 0.00026082 0.000185502 0.000112079 0.000106761
threshold=-1.0000000180025095e-35 0.076175000000000007 -0.094929999999999987 0.080930000000000016 -0.25159999999999993 -0.085499999999999979 -1.0000000180025095e-35 0.41423000000000004 0.097485000000000016 0.083430000000000018 -0.013479999999999999 -0.14968999999999996 0.149315 -0.079329999999999984 -0.0077149999999999988 0.076415000000000025 0.22339500000000004 -0.082084999999999977 0.083135000000000014 0.077655000000000016 -0.056919999999999991 -0.057069999999999989 0.088235000000000022 0.11181500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 -4 22 -7 8 9 10 -8 21 13 -13 -15 16 19 23 -5 20 -16 -12 -6 -17
right_child=1 -3 3 18 5 6 7 -9 -10 -11 11 12 -14 14 15 17 -18 -19 -20 -21 -22 -23 -24 -25
leaf_value=-0.00089632157959970639 -0.00068643189437828708 -0.00079604270174595947 -0.00075405355876188667 2.9328571224673812e-05 0.00050697099797402214 -0.00064750700430769967 -0.00070632830370959349 -0.0007982483298198239 -0.0005307617900539663 0.00075776790080702469 0.0003756020124347126 -0.00058422655812366802 0.00076639501897270417 -0.00051682193503097614 0.00024809982404070882 0.00051470145148044028 -0.0010428132282581835 0.0011019264726185121 0.00085945534976162479 0.00054687930569868176 -0.00055831772221038331 0.001090560999091925 0.0010942335109690169 -7.5882272746418335e-05
leaf_weight=0.0015191225786360665 0.001258416038108833 0.0011953564019155918 0.0010300865037283216 0.0010686295815642835 0.0011734766631692753 0.0017076155298472858 0.0011454676899340646 0.0010141422950721282 0.0018856246861423944 0.0012900997351986956 0.0011866748066307053 0.0017107635630905374 0.0013185601716900761 0.0014830844011670683 0.0016999972106806127 0.0011193000868180425 0.0010664823142542135 0.0011161730015339932 0.0019717300491565726 0.0015578693239151065 0.001185241591139371 0.0013515827741201738 0.0010928405835891608 0.001017434969188713
leaf_count=491 53 87 163 71 137 158 48 166 137 165 67 435 79 50 104 29 182 46 130 126 113 32 28 24
internal_value=0 1.80122e-05 4.99676e-05 8.17116e-05 2.52152e-05 5.71673e-05 -1.55127e-05 3.55171e-05 7.75128e-05 0.000140365 9.33974e-05 0.000151328 3.56512e-05 -4.49361e-05 4.51124e-05 0.000140222 -9.07777e-05 0.000531475 0.000567681 0.00013774 -8.31724e-05 0.000756307 0.000790155 0.000233487
internal_weight=0 0.0316466 0.0304513 0.0291929 0.0261525 0.0251224 0.0228561 0.0211485 0.0201344 0.0182487 0.0169586 0.0158132 0.0132749 0.0119563 0.0102456 0.0087625 0.00550959 0.00325291 0.00304036 0.00444311 0.00288524 0.00253826 0.00226632 0.00213674
internal_count=3121 2630 2543 2490 2289 2126 1961 1803 1637 1500 1335 1287 1188 1109 674 624 525 99 201 343 217 99 165 53
is_linear=0
shrinkage=0.00131955


Tree=1776
num_leaves=25
num_cat=0
split_feature=1213 14 1374 1456 453 0 151 49 12 13 13 3 1 1 12 4 0 0 3 12 12 3 16 1
split_gain=0.000546395 0.000549165 0.000429934 0.000447936 0.000394854 0.00052589 0.0003224 0.000385449 0.000366707 0.000342222 0.000428607 0.000368238 0.000547151 0.000451951 0.000438283 0.000457068 0.000621302 0.00042266 0.000508573 0.000392664 0.000302874 0.000237856 0.000291291 0.000162355
threshold=-1.0000000180025095e-35 0.076175000000000007 -0.094929999999999987 -1.0000000180025095e-35 1.0000000180025095e-35 -0.23091999999999999 -0.055494999999999996 0.11042000000000002 0.088365000000000013 -0.53104499999999988 -0.42195999999999995 0.088060000000000013 0.11212500000000002 0.12577000000000002 0.092355000000000007 -0.49013999999999996 -0.08824499999999999 -0.14001499999999997 -0.059315 0.098330000000000015 0.10124000000000001 -0.10115999999999999 -0.083134999999999987 0.093575000000000019
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 5 -5 8 9 23 -8 -11 13 -13 14 15 -12 17 -17 -19 -16 -21 -18 -23 -7
right_child=1 -3 3 4 -6 6 7 -9 -10 10 11 12 -14 -15 19 16 21 18 -20 20 -22 22 -24 -25
leaf_value=-0.00084227813024426439 -0.00075820487155328436 -0.00093449897731015562 -0.00079159230878854934 0.0010082692887347275 -0.0005999168618260936 0.00044287601669913375 -0.00074457582728967918 0.00079641838992401291 -0.00013862425645968057 0.00085335434852532868 -0.00060214955828751145 -0.0010057016843380755 8.7878812044601579e-05 0.00083079556476361679 -0.0010589485521135976 0.00064767352681835769 0.0011203937884362001 -0.0011570142940377087 3.6298214488079611e-05 0.00050326434647948314 -0.0004269835985765106 0.00077685497892931771 -9.3605586356951514e-05 0.0011942211806719178
leaf_weight=0.0014749791416475136 0.0011990223513222978 0.0011128399738771213 0.0010689775561181355 0.0012838875303486852 0.0013883463328494541 0.0010346631049662483 0.001090112200312624 0.0012257434222338872 0.0010921659838856179 0.001165027738459049 0.0012590809100476641 0.0015769752053280675 0.0019027260971291593 0.0013994275111518109 0.0011216717346477787 0.0010548506470098862 0.00135977052237201 0.0010095412144461163 0.0020199989705531537 0.0010128295766259621 0.0018917679017100564 0.0018127122315394414 0.0012070552197479077 0.0011384964016885046
leaf_count=491 53 87 241 47 75 137 21 138 91 48 52 59 56 105 266 50 49 185 55 63 185 140 289 138
internal_value=0 1.2683e-05 4.74535e-05 8.06314e-05 0.000113875 0.000151049 0.000107676 4.82055e-05 0.000510345 4.2897e-06 4.5533e-05 -4.98842e-06 -0.000407724 8.75211e-05 1.18692e-05 0.0001696 0.000284404 -0.000100757 -0.000361352 -0.000369033 -0.000102607 0.000643608 0.000428916 0.000836498
internal_weight=0 0.0314277 0.0303149 0.0291158 0.0280469 0.0266585 0.0253746 0.0221093 0.00326533 0.0208835 0.0197934 0.0186284 0.0034797 0.0151487 0.0137493 0.00972301 0.00846393 0.00408439 0.00302954 0.00402627 0.0029046 0.00437954 0.00301977 0.00217316
internal_count=3121 2630 2543 2490 2249 2174 2127 1761 366 1623 1602 1554 115 1439 1334 820 768 290 240 514 248 478 429 275
is_linear=0
shrinkage=0.00137286


Tree=1777
num_leaves=26
num_cat=0
split_feature=133 133 1213 1456 475 123 124 453 3 160 133 130 150 49 42 15 42 16 2 16 52 3 13 4 49
split_gain=0.000475276 0.000461154 0.000425302 0.000417425 0.000413819 0.000387624 0.000768837 0.000447693 0.000427095 0.000443945 0.00043783 0.000462083 0.000346885 0.000734148 0.000366996 0.0005899 0.000390236 0.000389593 0.000280477 0.000504692 0.000370271 0.000274253 0.000171195 0.000434615 0.000151557
threshold=-0.25159999999999993 -0.15387499999999996 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.08459499999999999 1.0000000180025095e-35 -0.013479999999999999 1.0000000180025095e-35 0.10299500000000002 -0.090969999999999981 -0.086649999999999991 -0.0015749999999999998 0.088040000000000021 -0.069799999999999987 0.088060000000000013 0.088655000000000025 0.092145000000000019 -0.056919999999999991 0.11215000000000001 0.22339500000000004 0.08257500000000001 -0.10831999999999999 -1.0000000180025095e-35 0.053180000000000012 -0.026779999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 -4 -5 6 -6 8 9 -8 -11 -12 14 -14 15 17 -16 22 19 -10 24 -19 -13 -24 -20
right_child=1 2 3 4 5 -7 7 -9 18 10 11 12 13 -15 16 -17 -18 21 20 -21 -22 -23 23 -25 -26
leaf_value=-0.0010304704893436658 0.0010384695574987982 -0.00090813881635185857 -0.00091751003502773209 -0.00093093181144913496 -0.001152689868162797 0.0007707003624364742 -0.00097109633494066793 -0.00086651988874384257 0.0014221950441934183 0.0010010959372717268 -0.00079341950930733227 5.8528041484701273e-05 -0.0014025210657641622 0.00037455310366162525 0.0012501039320366837 -0.0010497939927593427 0.00017072540227080539 0.00035090264307067288 0.0002192922073602801 4.1870187649174591e-05 0.00086831456234598274 -0.00062963504595240055 0.00015076232542529625 0.0014647729934872638 -0.00064195542369171804
leaf_weight=0.0011186857433173594 0.0010590874335766323 0.0012846347813941219 0.0011392873798037042 0.0010192643576718832 0.0012755731691956309 0.0019467284946803462 0.0010482429825706954 0.0011291184049910799 0.0016795059834598938 0.0012081431334567952 0.0015762676512319643 0.0011870787046279196 0.0010718372211577787 0.0012551377225420999 0.0015252612248444208 0.0010711986105174098 0.0018352690102791391 0.0012199272720039211 0.0010022553287161173 0.001083873577272243 0.001268843587531876 0.0016950250138954171 0.0012958958870008452 0.001210917726597982 0.0010306719337660475
leaf_count=187 73 451 248 199 50 240 252 63 51 94 131 104 45 66 105 92 229 78 47 24 26 163 32 22 49
internal_value=0 1.51667e-05 -1.97261e-05 1.86038e-05 5.58472e-05 9.22667e-05 4.08166e-05 0.000103224 0.000150288 2.34093e-05 8.79515e-05 1.41277e-05 0.000109352 -0.000443992 0.000225978 3.57889e-05 0.000660629 0.000211746 0.000510105 0.000880794 0.000199861 -0.000219273 0.000551876 0.000785496 -0.000217351
internal_weight=0 0.032119 0.03106 0.0297753 0.028636 0.0276168 0.02567 0.0243945 0.0232654 0.0172002 0.016152 0.0149438 0.0133675 0.00232697 0.0110406 0.00768004 0.00336053 0.00660884 0.00606515 0.00276338 0.00330177 0.00291495 0.00369389 0.00250681 0.00203293
internal_count=3121 2934 2861 2410 2162 1963 1723 1673 1610 1413 1161 1067 936 111 825 491 334 399 197 75 122 241 158 54 96
is_linear=0
shrinkage=0.00157699


Tree=1778
num_leaves=24
num_cat=0
split_feature=1213 14 1374 457 11 1447 13 13 132 3 3 39 0 151 52 12 1 15 0 4 0 2 1
split_gain=0.000489169 0.000475762 0.000536845 0.000424977 0.000343728 0.000290978 0.000372987 0.000505437 0.000608826 0.000337115 0.000322046 0.000275427 0.000288754 0.000323617 0.00026827 0.000475546 0.000263063 0.000254911 0.000254311 0.000228013 0.000198607 0.000162221 8.8861e-05
threshold=-1.0000000180025095e-35 0.076175000000000007 -0.094929999999999987 0.080930000000000016 0.088215000000000002 -1.0000000180025095e-35 -0.53104499999999988 -0.082014999999999991 0.080640000000000017 -0.078934999999999991 -0.10115999999999999 0.084405000000000008 -0.10011499999999998 -0.0077149999999999988 0.08976000000000002 0.09857500000000001 0.086105000000000015 -0.10469999999999999 -0.040504999999999992 0.053925000000000008 -0.055064999999999996 0.097845000000000015 0.092695000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 -4 -7 9 11 10 -8 12 13 -9 15 18 -5 -15 -14 21 -16 -11 -19
right_child=1 -3 3 16 -6 6 7 8 -10 19 -12 -13 14 17 20 -17 -18 22 -20 -21 -22 -23 -24
leaf_value=-0.00077436585393643876 -0.00078235384478403218 -0.00081418537796118528 -0.00059318774680408462 5.1346438520113077e-05 -0.00060726907076003446 -0.00064939084501380504 0.00057797274063421818 -0.00050960566404083046 0.00083773785741340836 0.00059369961378964373 -0.00040794197857699482 0.00037343780124723296 -0.0012768531706834462 -0.00014937709291462626 0.00030050981624857797 0.00011388438153472255 0.00084701137529957099 0.00069963548817520902 -0.00041837306435013491 0.00031103755973673581 -0.000428401198025175 0.0012832137210030921 0.00021844362186030562
leaf_weight=0.0013836085701717229 0.0012574238536409146 0.0011220353874921143 0.001078110843598711 0.0011195470907403573 0.0013537021480978231 0.0010725152118844462 0.0010151518163183937 0.0013075445694639143 0.00133440647595262 0.0011559180144979858 0.0012219026049127557 0.0019418678157363404 0.0013595165701837473 0.0018096249968651001 0.0013802344414426404 0.0011114402251702904 0.001835716566945006 0.0014278566326737466 0.0010039875319372213 0.0017231343244995256 0.0011442388439109052 0.0011285989444349553 0.0011674146152813591
leaf_count=491 53 87 236 76 96 28 32 36 149 62 295 170 403 58 241 115 125 35 88 121 39 61 24
internal_value=0 1.23481e-05 4.43828e-05 8.19222e-05 2.65296e-05 6.32211e-05 9.49481e-05 0.000132546 3.71003e-06 0.00044177 3.94558e-05 -7.78012e-05 -0.000152618 5.55533e-05 -0.000350832 -0.000584 0.000545588 0.000223314 -0.000912181 0.000666341 -2.98753e-05 0.000934334 0.000483184
internal_weight=0 0.0300719 0.0289499 0.0276924 0.0247372 0.0233835 0.0223054 0.0212328 0.0149881 0.00624471 0.00223705 0.0136537 0.0117119 0.00571244 0.00599942 0.00347494 0.00295526 0.0044049 0.0023635 0.00400765 0.00252447 0.00228452 0.00259527
internal_count=3121 2630 2543 2490 2289 2193 1957 1929 1358 571 327 1209 1039 153 886 606 201 117 491 244 280 123 59
is_linear=0
shrinkage=0.00129368


Tree=1779
num_leaves=26
num_cat=0
split_feature=1213 14 1374 133 133 123 130 124 43 43 457 3 3 49 3 2 1 1 47 0 43 16 12 1 3
split_gain=0.000506004 0.00046319 0.000412832 0.000434635 0.000524691 0.000500005 0.000523801 0.000467111 0.000524004 0.000738817 0.000406631 0.000390198 0.000332927 0.000379015 0.000288886 0.000272476 0.000328506 0.000311939 0.000386775 0.000222415 0.000175102 0.000136028 0.000119991 0.000119424 0.000112042
threshold=-1.0000000180025095e-35 0.076175000000000007 -0.094929999999999987 -0.25159999999999993 -0.085499999999999979 1.0000000180025095e-35 -0.0015749999999999998 -0.013479999999999999 -0.15582499999999996 -0.088909999999999989 0.082380000000000009 0.16158000000000003 -0.083924999999999986 -0.014169999999999999 -0.076669999999999988 0.10699500000000002 0.111945 0.085345000000000018 0.09550500000000002 -0.059114999999999994 -0.082144999999999982 -0.062804999999999986 0.090020000000000017 0.087325000000000014 -0.14477499999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 23 6 -6 -8 19 -10 11 12 22 -14 -15 17 -17 -16 -19 -9 -7 -12 -11 -5 -24
right_child=1 -3 3 4 5 20 7 8 9 10 21 -13 13 14 15 16 -18 18 -20 -21 -22 -23 24 -25 -26
leaf_value=-0.00088942956560660003 -0.00080612643205441503 -0.00092551713431292726 -0.00086099263160126921 0.00046822460494495209 -0.00077311248143660169 0.00034484488517740161 -0.00090036549457325776 0.00027204411151821891 -0.0010370097552926372 0.00076037279579241747 0.0010744823599613221 0.00076466855448597876 -0.00081999486615714416 -0.00081163514435656262 0.0007908160353925904 -0.00098028917793176185 9.8963002538354327e-05 -0.00051349507809808474 0.00060808368906835374 0.0011276023238408564 0.0012469563296857728 0.00032310833905953442 -0.00022568411890321432 0.0011512403922416224 0.00049048698422182941
leaf_weight=0.0015320138188769641 0.0012781691534229358 0.0011952572648357132 0.0011057893028760804 0.0012164748901590519 0.0019139141847100824 0.0010259479709474051 0.0011313183469902613 0.0013615020578887638 0.0014470521876267231 0.00119254366337528 0.0012104190250715741 0.0015194853449683752 0.0018997866235959124 0.0010636211889783129 0.0017606964719074254 0.0011239548785583198 0.001684511263459143 0.0017020125536491015 0.0012934810354252591 0.0015567934167570732 0.0010313067760305957 0.0010987212645900959 0.0010065147862086121 0.00123124672808822 0.0010850675844225055
leaf_count=491 53 87 164 120 160 102 40 78 211 173 50 81 68 422 130 80 48 116 35 35 130 48 83 62 54
internal_value=0 1.94112e-05 5.47719e-05 9.0659e-05 0.000126263 6.43644e-05 4.19315e-06 6.84913e-05 0.000118299 2.5015e-05 0.000112131 2.10355e-05 -6.07719e-05 -0.000194834 -5.71855e-05 4.88932e-05 -0.000332956 0.00027437 -2.91873e-05 0.00072845 0.000797076 0.000716968 0.000368998 0.000811793 0.00014585
internal_weight=0 0.0331356 0.0319403 0.0306622 0.0295564 0.0271087 0.0250514 0.0231375 0.0220062 0.0190879 0.0176408 0.0153317 0.0138122 0.0105281 0.00862828 0.00756466 0.00280847 0.00475619 0.00299549 0.0029183 0.00205725 0.00230914 0.00328413 0.00244772 0.00209158
internal_count=3121 2630 2543 2490 2326 2144 1912 1752 1712 1599 1388 1290 1209 899 831 409 128 281 151 113 232 98 310 182 137
is_linear=0
shrinkage=0.00154607


Tree=1780
num_leaves=16
num_cat=0
split_feature=403 3 11 403 52 52 12 49 15 15 48 15 49 2 1
split_gain=9.48638e-05 0.0001095 0.000155087 0.000120527 0.000126095 0.000168323 0.000198301 0.000181825 0.000228262 0.000322076 0.000209125 0.000199864 0.000233721 0.000191802 0.000100179
threshold=0.10301500000000001 -0.20241999999999996 0.081005000000000008 0.03138500000000001 0.15915500000000002 0.077655000000000016 0.091475000000000015 -0.081404999999999991 0.035560000000000008 -0.016799999999999995 0.085485000000000019 -0.10653 -0.043469999999999995 0.11215000000000001 0.096325000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 7 -7 10 9 11 -3 13 -13 -9 -14
right_child=-2 2 -4 -5 -6 6 -8 8 -10 -11 -12 12 14 -15 -16
leaf_value=0.0017458054748534196 -0.0016878549534791664 -0.00040479572427369956 -0.0021813407204236998 0.0017242755448360744 -0.001594473565735034 0.0027821336147989565 -0.00037380942965726789 0.0019902122750093654 -0.0028918615485933282 0.0018212188968129519 0.0030395892198550609 0.00062734423256861633 -0.0012722674181297163 -0.0013175349045407036 -0.0034976175483504009
leaf_weight=0.0011704752817192762 0.0010401989536623904 0.0011740170336719266 0.0010238733822243154 0.0013296630252913602 0.0015311455141593664 0.0014749224310406659 0.0011252561826836649 0.0012282095283309771 0.0011552098014524061 0.0019178284137936763 0.0010895754893007759 0.0010305367814456038 0.0011294945248873896 0.0010361013730951427 0.0015230217258705991
leaf_count=142 202 67 94 158 337 363 149 164 369 249 99 94 398 121 115
internal_value=0 6.83591e-05 -4.21381e-05 8.86636e-05 -5.24177e-05 0.00011764 0.00141636 -0.000181626 -0.000541671 -0.000196484 0.00125315 -0.000847126 -0.00166098 0.000476656 -0.00255002
internal_weight=0 0.0189393 0.0177689 0.016745 0.0154153 0.0138842 0.00260018 0.011284 0.0090204 0.00786519 0.00226359 0.00594736 0.00368305 0.00226431 0.00265252
internal_count=3121 2919 2777 2683 2525 2188 512 1676 1510 1141 166 892 607 285 513
is_linear=0
shrinkage=0.00566207


Tree=1781
num_leaves=24
num_cat=0
split_feature=1213 14 1374 457 1447 11 4 0 158 159 49 2 52 13 43 13 130 4 15 16 1 4 2
split_gain=0.000571144 0.000526458 0.000495392 0.000519604 0.000304391 0.000281762 0.000293458 0.000400235 0.000392243 0.000361231 0.000358131 0.000463372 0.000393416 0.000577579 0.000346003 0.000242529 0.000233261 0.000506535 0.000301233 0.000340604 0.00021937 0.000183386 0.000169847
threshold=-1.0000000180025095e-35 0.076175000000000007 -0.094929999999999987 0.080930000000000016 -1.0000000180025095e-35 0.089270000000000002 0.27287000000000006 -0.15202999999999997 0.084475000000000008 0.076905000000000015 0.13984500000000002 0.13712500000000002 0.11434500000000002 -0.084034999999999985 0.16180500000000003 -0.015874999999999997 -1.0000000180025095e-35 -0.082109999999999975 -0.0040799999999999994 -0.056919999999999991 0.086105000000000015 -0.42529999999999996 0.09142500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 -4 6 8 -8 9 10 11 12 13 14 22 -15 -17 21 19 -19 -5 -18 -6
right_child=1 -3 3 20 5 -7 7 -9 -10 -11 -12 -13 -14 15 -16 16 17 18 -20 -21 -22 -23 -24
leaf_value=-0.0010115082846470311 -0.00093063427712405217 -0.0010636918256451422 -0.00077667675638971531 0.00018192645176472202 0.00060434980166828038 -0.00065268434595368459 0.00012624588391245788 0.0013799421218717929 -0.00090444114238063752 0.00083325003380776259 0.00093329851811049856 -0.0010545132992889662 -0.00062570466360192746 -0.00063195634775120005 -0.00010000143896329188 -0.00046841788334477932 0.00028071600080747868 0.00050516539735731764 -0.00089156905522783862 -0.00053444912235208408 0.0010745369190014668 0.0011757119262638229 0.0014099429853054318
leaf_weight=0.0013807243275929517 0.0011911612652113482 0.0010644775185308921 0.0010999320255207909 0.0010992064974546514 0.0013931632974712388 0.0012648175194485125 0.0016724553763088346 0.0010191669804312442 0.0010238821363142128 0.0015265126963228673 0.0010344140092666257 0.0010167220826016168 0.0019077419327290243 0.0015477533603895583 0.0010257983115522507 0.001724849367802735 0.0010230788458223117 0.0019822237385238514 0.0010081203721732639 0.0012962063045158789 0.0018158067877569462 0.0012837937210905467 0.0012215138293774075
leaf_count=491 53 87 239 76 154 88 71 190 159 172 63 32 255 337 25 126 52 62 67 70 125 80 47
internal_value=0 2.56415e-05 6.53824e-05 0.000107774 3.45067e-05 7.17267e-05 0.000112077 0.000600951 4.63356e-05 9.75935e-05 3.32954e-05 -2.33644e-05 4.46501e-05 0.000139335 0.000676187 -5.87583e-05 4.78947e-05 0.000182963 -0.00013769 9.41287e-05 0.000737947 0.000778789 0.000980703
internal_weight=0 0.0302428 0.0291783 0.0279872 0.0250721 0.0239722 0.0227074 0.00269162 0.0200158 0.0189919 0.0174654 0.016431 0.0154142 0.0135065 0.00364048 0.00986603 0.00831827 0.00659342 0.00428655 0.00327843 0.00291501 0.00230687 0.00261468
internal_count=3121 2630 2543 2490 2289 2050 1962 261 1701 1542 1370 1307 1275 1020 226 794 457 331 199 132 201 132 201
is_linear=0
shrinkage=0.00157699


Tree=1782
num_leaves=16
num_cat=0
split_feature=4 15 151 12 15 133 43 42 49 133 1 16 15 4 3
split_gain=0.000100375 0.000141747 0.000170338 0.000116042 0.000309978 0.000190763 0.000224037 0.000185354 0.000240435 0.00017678 0.000267058 0.000158351 0.000331 0.00016124 8.99546e-05
threshold=0.27287000000000006 -0.11713499999999999 -0.086944999999999981 0.088305000000000008 0.084050000000000014 -0.087414999999999979 -0.17390999999999998 0.084050000000000014 -0.069799999999999987 0.092845000000000011 0.098420000000000021 -0.056919999999999991 -0.016799999999999995 0.010840000000000001 0.10893000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 7 -5 -7 8 -4 10 -8 13 -13 -10 -2
right_child=14 2 3 5 -6 6 9 -9 11 -11 -12 12 -14 -15 -16
leaf_value=-0.0021716066299367321 0.0020487985972359032 0.0019874528119331776 -0.0025566691821842088 0.0026698176587001969 -0.0036516675034004506 0.0021263197848350331 -0.0030771467415834715 -0.0026076602791801399 0.0034256528711333238 0.0011569682861832633 0.00082692852536259175 -0.00256417817481483 0.0014183461243652753 0.00019283250432991815 -0.00019860614367095961
leaf_weight=0.0012112960863269974 0.0014811177026495112 0.0013685631228441677 0.0010029732653746848 0.0010957705695413553 0.0011065593598787761 0.0012447135374113998 0.0017200232932336069 0.0010281496619852226 0.001158207047172316 0.0011637311643925424 0.0010005800864069103 0.0012839834291389074 0.001823566486268028 0.0010730646027666824 0.0011363107451875798
leaf_count=212 233 178 87 208 411 102 436 255 124 331 142 92 159 32 119
internal_value=0 -0.000189501 -4.00957e-05 -0.000228843 -0.000686309 0.000394102 -9.20827e-05 -0.000241075 0.000142602 -0.000802958 -0.00164131 0.000649698 -0.000227161 0.00187092 0.00107313
internal_weight=0 0.0172812 0.0160699 0.0147013 0.0084765 0.00622482 0.00512905 0.00736994 0.00634179 0.00388433 0.0027206 0.00533882 0.00310755 0.00223127 0.00261743
internal_count=3121 2769 2557 2379 1160 1219 1011 749 494 909 578 407 251 156 352
is_linear=0
shrinkage=0.00600863


Tree=1783
num_leaves=25
num_cat=0
split_feature=1213 133 133 160 130 0 123 13 456 3 48 4 484 49 150 3 4 4 3 43 15 15 0 1
split_gain=0.000599938 0.000431995 0.000616583 0.000507997 0.000330862 0.000391894 0.00032532 0.000509205 0.000436825 0.000315067 0.000362612 0.000481999 0.00032051 0.000431421 0.000387591 0.000326751 0.000356291 0.000353483 0.000521835 0.000307251 0.000298478 0.000266166 0.000260377 0.000161688
threshold=-1.0000000180025095e-35 -0.25159999999999993 -0.085499999999999979 -0.40698999999999991 -0.0015749999999999998 0.18019500000000002 1.0000000180025095e-35 -0.53104499999999988 0.086265000000000022 0.149315 0.12649500000000002 -0.27825499999999997 -0.0068949999999999992 -0.066894999999999982 0.089155000000000012 0.090900000000000009 0.24564500000000003 -0.082109999999999975 -0.077774999999999983 -0.074359999999999996 -0.095869999999999983 -0.10091499999999999 -0.08867499999999999 0.087325000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 23 -4 -5 6 7 -6 9 10 11 -9 -13 14 22 16 17 -15 -19 -20 -17 -21 -14 -3
right_child=1 2 3 4 5 -7 -8 8 -10 -11 -12 12 13 15 -16 20 -18 18 19 21 -22 -23 -24 -25
leaf_value=-0.00094633637100708138 -0.00090753284224364078 0.00041624781361048862 -0.0010519607102984453 -0.00058144314914567135 -0.0010167586621455632 0.00099267484041548116 0.0006917276736025643 -0.00070426340953708762 -0.00089900910642580121 0.00078673930078371819 -0.00077092209545621797 -0.00061389388849895541 -0.00028816311497316811 0.00068807466058846587 -0.00085189353957355982 0.00025218299143250309 0.00085246003161183097 -0.0010073648120801388 0.00078323006131269385 0.00034883863339998521 0.0012165552821264991 -0.00064907263032694049 0.00074435355705562126 0.0012042665396798968
leaf_weight=0.0014906640360619608 0.0010718831565377221 0.0011975499511960022 0.0010014289038767768 0.0017914265209914701 0.0010692646105070472 0.0010647918571287931 0.0016999699405255688 0.0015344076262602145 0.0010467206218602301 0.0014468175226416405 0.0011527970735292206 0.0010743825324663883 0.0012582759428525492 0.0015968155447096859 0.0013557044964596088 0.0012622747083739227 0.0016872764735478274 0.001187042441822374 0.0011864707905644423 0.0012136447780193294 0.0017731322138274655 0.0012430185505576171 0.0010127797597334611 0.0011953283881040444
leaf_count=491 170 125 194 170 17 24 224 153 149 84 40 306 41 106 54 20 87 364 39 13 40 130 18 62
internal_value=0 3.80141e-05 7.17403e-05 7.87892e-06 4.76941e-05 9.30199e-05 5.27715e-05 3.62371e-06 5.55009e-05 0.000105494 5.23257e-05 0.000106914 0.000185439 0.000243558 -0.000210557 0.000391272 0.000232568 6.98274e-05 -0.00013456 0.000149826 0.000815521 -0.000156083 0.000172289 0.000809891
internal_weight=0 0.0311232 0.0300513 0.0276584 0.026657 0.0248656 0.0238008 0.0221008 0.0210316 0.0199848 0.018538 0.0173852 0.0158508 0.0147764 0.00362676 0.0111497 0.00811427 0.00642699 0.00483018 0.00364313 0.00303541 0.00245666 0.00227106 0.00239288
internal_count=3121 2630 2460 2273 2079 1909 1885 1661 1644 1495 1411 1371 1218 912 113 799 739 652 546 182 60 143 59 187
is_linear=0
shrinkage=0.00151575


Tree=1784
num_leaves=15
num_cat=0
split_feature=1 3 12 131 3 2 16 457 49 4 52 49 1 2
split_gain=8.97989e-05 0.000163654 0.000155469 0.000125696 0.000151819 0.000119924 0.000121201 0.000215236 0.000216647 0.000196907 0.000207293 0.000144119 0.000144104 0.000142615
threshold=0.12873500000000002 0.11296500000000002 0.10866500000000003 0.08844500000000001 0.13524500000000003 0.11548000000000001 -0.094359999999999986 0.088045000000000012 -0.006494999999999999 -0.077834999999999988 0.08976000000000002 -0.047584999999999995 0.089175000000000018 0.090425000000000019
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 5 6 11 8 -8 10 -10 -1 -11 -13
right_child=1 -3 -4 -5 -6 -7 7 -9 9 12 -12 13 -14 -15
leaf_value=0.00053552680826228114 0.0022500516134168038 -0.00049282049124184488 -0.0019216378038225408 -0.0016051507127448259 0.0020543447799852223 0.0016075566951987304 -0.002066250781462671 0.002514788470053559 -0.0023410069068659166 0.0025432965001855896 0.00064365272070075156 -0.0032277010937137489 0.00013670929860729478 -0.00067561864901746651
leaf_weight=0.0012945575955800454 0.0013357917648963427 0.0012445043358538382 0.0013682330624065478 0.0013389843643061552 0.0011286170029396478 0.0012133062716594154 0.0013941075432463441 0.0010340579724323895 0.0012638604657242876 0.0014324173933484494 0.0015157619485824947 0.0010621923187104356 0.0015177357098820343 0.0016652278632563744
leaf_count=83 130 124 204 380 69 174 273 71 541 440 159 182 147 144
internal_value=0 0.000927135 -0.000161494 -9.65539e-06 0.000137457 -2.40748e-05 -0.00018661 0.000194575 -0.000142213 0.000325924 -0.000713436 -0.000959784 0.0013052 -0.00166953
internal_weight=0 0.0025803 0.0172291 0.0158608 0.0145218 0.0133932 0.0121799 0.00815794 0.00712388 0.00572978 0.00277962 0.00402198 0.00295015 0.00272742
internal_count=3121 254 2867 2663 2283 2214 2040 1631 1560 1287 700 409 587 326
is_linear=0
shrinkage=0.0054422


Tree=1785
num_leaves=15
num_cat=0
split_feature=1 0 15 4 133 13 15 13 15 3 15 16 48 15
split_gain=9.06134e-05 0.00016018 0.000214956 0.000144529 0.000113193 0.000142328 0.000238324 0.000113371 0.000176387 0.000241009 0.000270231 0.000241143 0.000181797 6.13626e-05
threshold=0.077565000000000009 -0.059114999999999994 0.083935000000000023 -0.49405499999999997 0.048520000000000008 -0.094514999999999988 0.035560000000000008 -0.063184999999999977 -0.11713499999999999 -0.045649999999999989 -0.016799999999999995 -0.056919999999999991 0.086260000000000017 -0.10469999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -3 5 13 7 -7 -9 -10 11 12 -11 -2
right_child=4 3 -4 -5 -6 6 -8 8 9 10 -12 -13 -14 -15
leaf_value=-0.0032615873316936268 0.00036260025765110458 -0.0012304386459255207 -0.00028707606438810416 0.0012646022558331447 0.001984914855919815 -0.0016200057015113064 -0.0024702184888431571 -0.0011949759492176765 0.0033709306571354878 0.0023019395598668311 0.0028586885631041643 -0.0026195881428997588 -0.000760297593282666 0.0022262320815089175
leaf_weight=0.0012770217900637112 0.0010521417675346811 0.0011854887415259086 0.0019966843231763766 0.0019999907929144634 0.0011056917069427056 0.0010303552515763077 0.0012925241738204482 0.0017377422158007831 0.0010123738807723158 0.001089261289820345 0.0010472471329734286 0.0010999818717065679 0.0014474068389702666 0.0012269158313265036
leaf_count=802 103 35 658 141 294 208 241 149 149 33 75 65 42 126
internal_value=0 -0.000567842 -0.00144739 0.000336063 0.000251179 9.19078e-05 -0.000205671 0.00014013 0.000384085 0.000865803 0.000324347 -0.000405468 0.000554646 0.00136587
internal_weight=0 0.00645919 0.00327371 0.00318548 0.0131416 0.012036 0.00975689 0.00846437 0.00743401 0.00569627 0.0046839 0.00363665 0.00253667 0.00227906
internal_count=3121 1636 1460 176 1485 1191 962 721 513 364 215 140 75 229
is_linear=0
shrinkage=0.00566207


Tree=1786
num_leaves=25
num_cat=0
split_feature=1213 133 133 456 160 130 0 16 4 123 1374 474 160 483 0 43 52 2 2 3 4 15 15 1
split_gain=0.00050636 0.000436788 0.000520199 0.000342245 0.000341823 0.000310405 0.000342172 0.000442407 0.000509503 0.000435411 0.000365592 0.000328042 0.000732376 0.000408416 0.000280519 0.000227412 0.000423268 0.000342163 0.000263326 0.000471291 0.000426806 0.000352434 0.000407608 0.000133147
threshold=-1.0000000180025095e-35 -0.25159999999999993 -0.085499999999999979 0.087485000000000021 -0.26568499999999995 -0.0015749999999999998 0.18019500000000002 0.22339500000000004 -0.062539999999999984 1.0000000180025095e-35 -0.094929999999999987 0.084660000000000027 -1.0000000180025095e-35 0.083095000000000016 -0.053834999999999994 -0.088704999999999992 0.13140000000000004 0.089005000000000015 0.11263500000000001 0.092670000000000016 -0.082109999999999975 -0.094549999999999981 -0.10324499999999999 0.087325000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 23 4 -4 -6 7 9 -9 10 -7 12 13 -12 -10 17 18 -14 19 20 -17 22 -22 -3
right_child=1 2 3 -5 5 6 -8 8 14 -11 11 -13 15 -15 -16 16 -18 -19 -20 -21 21 -23 -24 -25
leaf_value=-0.00083373182086450472 -0.00085820139407028655 0.00039526690270620153 -0.00073104942302044788 -0.00069819347891574869 -0.00048243220163537564 -0.00068021240169570158 0.00089924402537789586 -0.00095037439887183522 0.00047942496152926923 0.0010044337378439141 -0.001263788353060261 0.00087933795610987563 0.00031825741024812194 -3.4809286499337863e-05 -0.00041437674244818181 0.00094338198087007708 0.0011105164716618547 -0.0007336046201042169 -0.00024090883752633563 0.0010835545828699943 -0.00031956317523315094 -0.00053423292937517322 0.00083270500615613484 0.0010772309825714704
leaf_weight=0.0013482267021100438 0.0010186125688783068 0.0011731834731778515 0.0010404640427196235 0.0012386866772930985 0.001738338683941478 0.0010195420268601643 0.0010839441135717656 0.001553223357163791 0.0014407128060150431 0.0012035691961465372 0.0010334819869469445 0.001230011543565169 0.0014618979289053877 0.0010889001986311153 0.0013188579000962255 0.0011109116795946453 0.0012664248075524584 0.0010362757906611231 0.0017516771224390659 0.0014232498170887453 0.0011119694597734875 0.0016532782939870476 0.00131259475872369 0.0010765217580988029
leaf_count=491 170 125 199 162 165 34 24 141 155 198 139 129 102 136 59 54 45 68 100 54 55 231 23 62
internal_value=0 4.32738e-05 7.45412e-05 2.08615e-05 5.52783e-05 8.82165e-05 0.000131158 9.33432e-05 -0.000308833 0.000191317 0.000132006 0.000185498 0.000125611 -0.000633254 5.2258e-05 0.000258408 0.000356071 -0.000118069 0.000241833 0.000369723 0.000173922 -3.56993e-05 0.000304244 0.000721598
internal_weight=0 0.0303863 0.0293677 0.027118 0.0258793 0.0248389 0.0231005 0.0220166 0.00431279 0.0177038 0.0165002 0.0154807 0.0142507 0.00212238 0.00275957 0.0121283 0.00963011 0.00249817 0.00836368 0.006612 0.00518875 0.00407784 0.00242456 0.00224971
internal_count=3121 2630 2460 2273 2111 1912 1747 1723 355 1368 1170 1136 1007 275 214 732 562 170 517 417 363 309 78 187
is_linear=0
shrinkage=0.00140032


Tree=1787
num_leaves=16
num_cat=0
split_feature=128 133 456 484 133 4 151 15 47 43 4 4 16 3 43
split_gain=8.7156e-05 0.000115625 0.000109643 0.000131974 0.000117383 0.000154707 0.000210523 0.000300356 0.000221599 0.000235946 0.000224834 0.000130666 9.76674e-05 0.00010099 9.30484e-05
threshold=1.0000000180025095e-35 0.10622000000000002 0.077935000000000018 -0.0068949999999999992 0.083950000000000011 0.27044500000000005 -0.024429999999999997 -0.10324499999999999 0.085270000000000026 -0.088004999999999986 -0.27825499999999997 0.053925000000000008 -0.092484999999999984 0.092670000000000016 -0.084359999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 6 -5 -8 9 -9 -11 -10 -12 -14 -6
right_child=-2 -3 -4 4 14 -7 7 8 11 10 12 -13 13 -15 -16
leaf_value=-0.0015539342884591553 -0.0015017409886406022 -0.0016060471170412285 -0.0015105762518405892 0.0017985417341971983 0.00046340249053474311 0.0016197306728320184 -0.0027614591783067365 0.0014122706072206652 0.0025947489666931275 -0.0031533628318862303 -0.0014017797326867254 9.5817396471422405e-05 -0.00068367467394170041 0.0014832209415485101 0.002694770637408507
leaf_weight=0.0010167571651907908 0.0010223618494860495 0.0010651263171907585 0.0010022024630821349 0.0015262315153532499 0.0010417995701910363 0.0018455392476748505 0.0011835971177800433 0.001452332839710857 0.0012386388552507177 0.0010355547665090725 0.0016495498088148208 0.0010646494394528361 0.0013632909421197759 0.0010355249167188774 0.0010042747777337215
leaf_count=331 231 389 210 128 161 246 109 144 93 116 130 27 573 46 187
internal_value=0 6.71247e-05 0.000169195 0.000271485 0.000391686 0.000213435 -1.12845e-05 -0.000286868 4.44746e-05 -0.000447173 -0.000978363 0.00143967 -0.000422008 0.000251735 0.00155863
internal_weight=0 0.0185251 0.0174599 0.0164577 0.015441 0.0133949 0.0115494 0.0100231 0.00883954 0.00653625 0.00508392 0.00230329 0.00404837 0.00239882 0.00204607
internal_count=3121 2890 2501 2291 1960 1612 1366 1238 1129 1009 865 120 749 619 348
is_linear=0
shrinkage=0.00523088


Tree=1788
num_leaves=24
num_cat=0
split_feature=1213 14 160 1374 457 11 13 124 484 50 13 132 133 52 151 4 1 1 1 2 0 47 2
split_gain=0.000467884 0.000446644 0.000401603 0.00037845 0.000369616 0.000290644 0.000311752 0.000362989 0.000430271 0.000597415 0.000461764 0.000499715 0.000262198 0.000368282 0.000468861 0.000542463 0.000408829 0.000322724 0.000261532 0.000212637 0.000168981 0.000132546 0.00010593
threshold=-1.0000000180025095e-35 0.076175000000000007 -0.40698999999999991 -0.094929999999999987 0.080930000000000016 0.088215000000000002 -0.53104499999999988 -0.043384999999999993 -1.0000000180025095e-35 0.10030500000000002 -0.117405 0.081465000000000024 0.093615000000000018 0.10473500000000001 -0.0077149999999999988 0.053180000000000012 0.086560000000000012 0.12000500000000001 0.086105000000000015 0.098260000000000014 -0.082084999999999977 0.09550500000000002 0.092235000000000025
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 5 6 -5 -8 -9 10 19 12 13 14 -12 16 20 21 -6 -10 -16 22 -17
right_child=1 -3 3 4 18 -7 7 8 9 -11 11 -13 -14 -15 15 17 -18 -19 -20 -21 -22 -23 -24
leaf_value=-0.00095910505228980673 -0.00089026527832563392 -0.00098017808929407035 -0.00075349575210883471 -0.00066804931636681132 4.5148294948728055e-05 -0.00065522224952513906 0.00096246842684094395 -0.00078656280328071938 8.3852732098971177e-05 0.0012017678440440973 -0.0010441093677945226 0.00095206304405654027 -0.00082827302759881877 0.00070342662906167563 0.00034106214178748604 3.1010255455855501e-05 -0.0010213407457677849 -0.00021541929129160404 0.0010552298058465024 0.00096855315269967716 -0.00043927873126720811 0.0010703130077006971 0.00074617675600710846
leaf_weight=0.0012577522306542179 0.0010654999586704452 0.0010648894556433133 0.0012447684994878463 0.0011978543047472768 0.0010074488879094892 0.0012892194694487094 0.0013114766240630562 0.0012584643808436343 0.0010432916701537042 0.0012895211627751415 0.0012750958510533436 0.0011900315317028851 0.0011678295277371973 0.0014376407571185532 0.0013991338106352441 0.0010058208721019923 0.0017312620926750455 0.0017041382874260769 0.0017359044071678376 0.0019171120630396832 0.001361851222448379 0.0011244855725216496 0.0010556281294784586
leaf_count=491 202 87 53 31 76 96 177 423 49 83 96 123 216 65 191 20 182 36 124 89 135 19 57
internal_value=0 2.27638e-05 5.98305e-05 9.63134e-05 0.000136226 7.29452e-05 0.000114723 0.0001588 0.000105998 0.000166056 8.9358e-05 -2.68657e-05 -0.000114701 -4.58031e-05 -0.000146871 -2.49326e-05 -0.000420558 0.000338507 0.000684295 0.000656771 -4.38397e-05 0.000634799 0.000397233
internal_weight=0 0.0298784 0.0288135 0.027748 0.0265032 0.0237599 0.0224706 0.0212728 0.0199613 0.0187028 0.0174133 0.0144529 0.0132629 0.0120951 0.0106574 0.00938232 0.00449225 0.00489007 0.00274335 0.0029604 0.00276099 0.00318593 0.00206145
internal_count=3121 2630 2543 2341 2288 2088 1992 1961 1784 1361 1278 1140 1017 801 736 640 508 132 200 138 326 96 77
is_linear=0
shrinkage=0.00157699


Tree=1789
num_leaves=26
num_cat=0
split_feature=1213 14 1374 1456 453 0 128 13 13 124 40 4 0 52 42 133 13 151 160 42 15 16 3 13 2
split_gain=0.000728361 0.000534453 0.000548949 0.000420867 0.000462686 0.000429133 0.000337508 0.000335612 0.000500626 0.000369574 0.000411695 0.000325594 0.000379894 0.000329252 0.000316002 0.000430068 0.00034036 0.00035529 0.000416026 0.000393268 0.000485132 0.000592593 0.000299986 0.000283209 4.46779e-05
threshold=-1.0000000180025095e-35 0.076175000000000007 -0.094929999999999987 -1.0000000180025095e-35 1.0000000180025095e-35 -0.23091999999999999 0.086435000000000012 -0.53104499999999988 -0.47860499999999995 -0.043384999999999993 -0.067184999999999981 -0.49013999999999996 -0.026509999999999995 -0.24164999999999998 -0.088669999999999985 0.091580000000000009 -0.094514999999999988 -0.055494999999999996 -0.082179999999999989 0.083995000000000014 1.0000000180025095e-35 -0.056919999999999991 -0.078934999999999991 0.10935500000000002 0.090935000000000016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 5 -5 7 -7 -9 -10 -11 -12 13 -13 -15 16 22 -18 -19 20 21 24 -16 -14 -20
right_child=1 -3 3 4 -6 6 -8 8 9 10 11 12 23 14 15 -17 17 18 19 -21 -22 -23 -24 -25 -26
leaf_value=-0.0011237162241350901 -0.00095354572473887534 -0.0010708106673230403 -0.0008844051510341355 0.0011109006366682938 -0.00074397336697019261 -0.00061267487829875665 -0.00068606230178244125 0.0013528466998032856 0.0010215303196061056 -0.00083886910778782544 -0.00054940065818455972 -0.00058346218138629659 0.00041175138674233279 0.0009338810596866249 0.00015262222918949883 -0.00085215495517778261 0.00079019616391693575 -0.0010196303118952651 0.00041958800685016462 0.00070849674521839814 -0.0011023333967752793 -0.00078055416683218742 0.0012726101015021413 0.0014596591217953577 0.00089378424756245709
leaf_weight=0.0014817879388412938 0.001296955521457476 0.0011005241686414804 0.0010485758561916683 0.0012773814835327279 0.0014110024673259494 0.0012573816791094884 0.0011761571321741151 0.0010016998459906846 0.0013003269975545564 0.0010602179724130958 0.0014265217906998971 0.0014473367240209973 0.0019056150644439556 0.00144787989110129 0.0011497042210157904 0.0010363254102336858 0.0015099788010952695 0.0010201459527586524 0.0010296569034506931 0.0018554383913829409 0.0010942999541985743 0.0011623896976655779 0.0013399122614439147 0.001026876508921859 0.0010266770729217001
leaf_count=491 53 87 241 47 75 33 130 48 201 82 130 161 94 106 57 287 127 164 31 135 148 50 73 33 37
internal_value=0 3.03176e-05 7.03005e-05 0.000116071 0.000153588 0.000201286 0.000155313 0.000196378 0.000240916 0.000189915 0.000137265 0.000190396 0.000248856 0.000146092 0.000223321 0.000139162 0.000230985 8.08922e-05 -6.80983e-05 8.9267e-05 -0.000177122 0.000137431 0.0007554 0.000778699 0.000656343
internal_weight=0 0.031409 0.0303085 0.0290115 0.0279629 0.0265519 0.0252745 0.0240984 0.022841 0.0218393 0.020539 0.0194788 0.0180522 0.0151197 0.0136724 0.0122245 0.0111882 0.00869859 0.00718861 0.00616846 0.00431302 0.00321872 0.00248962 0.00293249 0.00205633
internal_count=3121 2630 2543 2490 2249 2174 2127 1997 1964 1916 1715 1633 1503 1376 1215 1109 822 692 565 401 266 118 130 127 68
is_linear=0
shrinkage=0.00160853


Tree=1790
num_leaves=15
num_cat=0
split_feature=1 51 159 4 4 15 3 12 48 15 42 43 1 13
split_gain=8.72022e-05 0.000203749 0.00017042 0.000134022 0.000167455 0.000178327 0.000236533 0.000248592 9.82998e-05 0.000290844 0.000122424 8.49729e-05 0.000149521 9.74324e-05
threshold=0.094385000000000011 0.087505000000000013 0.076905000000000015 -0.064054999999999987 0.033845000000000007 -0.016799999999999995 0.095270000000000007 0.089795000000000014 0.083985000000000018 -0.0063699999999999989 0.091545000000000015 0.13895500000000002 1.0000000180025095e-35 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 8 3 -2 -5 6 7 -6 9 -1 11 12 13 -11
right_child=2 -3 -4 4 5 -7 -8 -9 -10 10 -12 -13 -14 -15
leaf_value=-0.0027303768741129722 -0.001741271818836278 -0.0027339877622229499 0.0024094969996596998 0.0020902316278159274 0.0025459781683572834 0.0020019005988991668 -0.0021189707128187224 -0.00096140521714307406 0.0010405709501963404 -0.0015384137899604026 -0.0015633215359079162 0.0018517427717247453 0.001496916613973648 0.00056041419636980905
leaf_weight=0.0013440912332524525 0.0010558887448036689 0.0010043179776789155 0.0011241721371658695 0.001405961782495301 0.0010794039736612632 0.0010395831124787583 0.0017686271447334145 0.0014716616917029857 0.0018581014549221017 0.0016250912289967976 0.0011221342984366056 0.0010709267914443821 0.0015366409616266452 0.0011738647643822105
leaf_count=582 176 250 206 200 125 38 110 88 254 413 232 68 251 128
internal_value=0 -0.000353543 0.000388543 9.80607e-05 0.000385136 -6.21822e-05 -0.000558927 0.000522635 -0.000107858 -0.000378907 0.000105203 0.000451509 0.00010564 -0.000658178
internal_weight=0 0.0107352 0.0089453 0.00782113 0.00676524 0.00535928 0.00431969 0.00255107 0.00973085 0.00787275 0.00652866 0.00540652 0.0043356 0.00279896
internal_count=3121 2178 943 737 561 361 323 213 1928 1674 1092 860 792 541
is_linear=0
shrinkage=0.00555105


Tree=1791
num_leaves=15
num_cat=0
split_feature=1 13 43 131 151 16 16 12 49 15 2 3 3 43
split_gain=8.55423e-05 0.000135498 0.000194353 0.000271155 0.000120252 0.000152922 0.000249173 0.000281337 0.000175313 0.000246984 0.000129523 0.000145775 0.000112219 8.19456e-05
threshold=0.12873500000000002 0.19762500000000002 -0.15582499999999996 0.088845000000000021 0.08357500000000001 0.22339500000000004 0.0065250000000000004 0.090995000000000006 -0.00064499999999999985 -0.090344999999999995 0.088225000000000012 -0.013929999999999998 0.11296500000000002 -0.0017249999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 6 7 8 9 -4 13 -12 -2 -10
right_child=12 -3 3 -5 -6 -7 -8 -9 10 -11 11 -13 -14 -15
leaf_value=0.0022011521050112359 0.0021163379625605537 -0.0019606541091015252 0.00077350029956132821 -0.0028885938937816438 0.0018505395745700554 -0.0019768263726127307 0.0020121896876674817 -0.0025933069924008499 0.0011004377721881759 -0.0026904837076131929 0.0028655043835091017 0.000171405678659619 -0.00027654700611188528 -0.000962153338406803
leaf_weight=0.0011714127456006153 0.0012991261033994698 0.0012413496390188952 0.0012508689726472566 0.0011078610895958194 0.0010659661072732205 0.0012895141837111499 0.0017985070782173965 0.0014373799143775077 0.0010124342620130133 0.0013966962156058867 0.0014056701528767646 0.0011880992267329915 0.0012167930127484072 0.0015831130333919096
leaf_count=101 130 121 103 366 92 298 204 466 428 208 171 109 124 200
internal_value=0 -0.000159801 -1.7481e-05 -0.000196273 2.585e-05 -0.000131488 8.34167e-05 -0.00029062 0.000131721 -0.00105389 0.000736614 0.00163145 0.000959049 -0.000157607
internal_weight=0 0.0169489 0.0157075 0.0145361 0.0134282 0.0123623 0.0110728 0.00927426 0.00783688 0.00264757 0.00518932 0.00259377 0.00251592 0.00259555
internal_count=3121 2867 2746 2645 2279 2187 1889 1685 1219 311 908 280 254 628
is_linear=0
shrinkage=0.00566207


Tree=1792
num_leaves=26
num_cat=0
split_feature=1213 14 1374 457 160 11 1 2 159 16 133 16 3 0 1 12 3 3 0 1 4 52 16 49 1
split_gain=0.000559893 0.000500843 0.000372241 0.000449354 0.000389382 0.000388398 0.000353882 0.000331571 0.000523534 0.000430164 0.00041988 0.000401909 0.00038463 0.000439519 0.000266893 0.000250293 0.000247464 0.000407799 0.000532613 0.000356037 0.000265706 0.00090117 0.000240488 0.000373294 9.26249e-05
threshold=-1.0000000180025095e-35 0.076175000000000007 -0.094929999999999987 0.080930000000000016 -0.40698999999999991 0.089270000000000002 0.086105000000000015 0.11293500000000002 0.093660000000000007 -0.36241499999999999 0.093255000000000018 -0.078464999999999993 0.088060000000000013 -0.036484999999999997 0.084785000000000013 0.080890000000000017 -0.078934999999999991 -0.074084999999999998 -0.10011499999999998 0.086920000000000011 0.23246000000000003 0.083680000000000018 0.38525000000000004 -0.0060549999999999988 0.12656000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 -4 7 -5 8 10 -9 12 -12 13 16 -11 -15 20 -18 19 -19 21 -6 23 -14 -16
right_child=1 -3 3 6 5 -7 -8 9 -10 14 11 -13 22 15 24 -17 17 18 -20 -21 -22 -23 -24 -25 -26
leaf_value=-0.00098026769612895304 -0.00074145801915240553 -0.0010059481367941407 -0.00090608060912370642 -1.0867879733119939e-05 -0.0016085760832603528 -0.00078488927598730862 0.0011046928278381661 -0.00021733118301974625 -0.0009184961119667644 0.00015420599462532154 0.00019247653207921759 -0.0011904604302801572 -0.00071613409889254367 0.0013981995585653668 0.0013705610433434072 0.00034364237093604345 0.0010956676690617247 0.0011870476041224455 -0.00083780224235896386 -4.3412603976267981e-06 0.00049022313546895108 0.00038471344315044008 -0.00086039614602541738 0.00056042269034246048 0.00074677941253535813
leaf_weight=0.0015032804650365597 0.0014162125599295186 0.0011756494996224545 0.0010923770369931632 0.0011882878073459216 0.001013573903901604 0.0012888539853950212 0.001931937405594164 0.001602482841759012 0.0014191828170229395 0.00118562031158742 0.00100090731198723 0.0011903735629489589 0.0010185931881689925 0.0013842020487066032 0.0013322476526704818 0.0010052092124972489 0.0015350749702656152 0.0011235528428201746 0.0010862571685952274 0.0015365731803775873 0.0011327185080736157 0.0013938760049923005 0.0011708329481834312 0.0014174760695193642 0.0011454802948063225
leaf_count=491 53 87 201 76 427 90 125 118 169 120 134 191 29 56 73 45 71 39 144 45 27 159 21 49 81
internal_value=0 2.43347e-05 6.39027e-05 0.000102969 3.39385e-05 7.50406e-05 0.000679849 0.000121817 2.01018e-05 0.00047778 9.84148e-05 -0.000558779 0.000195601 0.000342595 0.000781847 0.000954554 0.00017684 0.00039741 0.0001113 0.000498864 -0.00015222 -0.000454492 -0.000261289 2.66562e-05 0.00108218
internal_weight=0 0.0317876 0.0306119 0.0291957 0.0260755 0.0249831 0.00312023 0.0236942 0.0184284 0.00526583 0.0170092 0.00219128 0.0148179 0.011211 0.00366335 0.00238941 0.00882163 0.00528146 0.00374638 0.00266013 0.00354017 0.00240745 0.0036069 0.00243607 0.00247773
internal_count=3121 2630 2543 2490 2289 2088 201 1998 1606 392 1437 325 1112 1013 274 101 912 299 228 84 613 586 99 78 154
is_linear=0
shrinkage=0.00160853


Tree=1793
num_leaves=15
num_cat=0
split_feature=4 151 1 12 151 12 52 0 43 15 1375 13 2 43
split_gain=9.7214e-05 0.000166811 0.000176714 0.000161222 0.000129826 0.000132787 0.000116851 0.000159342 0.000229922 0.000204674 0.000130071 0.000129949 0.000132498 0.00010491
threshold=0.24564500000000003 -0.00099499999999999979 0.111945 0.10711000000000002 -0.086769999999999986 0.097825000000000009 0.077655000000000016 -0.10011499999999998 -0.0030899999999999994 -0.0072999999999999992 -1.0000000180025095e-35 -0.084319999999999992 0.088930000000000023 -0.095049999999999982
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 4 -1 6 7 9 13 10 -6 -8 -13 -9
right_child=1 2 -4 -5 5 -7 11 8 -10 -11 -12 12 -14 -15
leaf_value=0.0015711100481856626 -0.0011091311641969056 -1.2589488221296406e-05 0.0027996906243804281 -0.0023348995758115097 0.00068390356903369411 0.0013549934188453547 -0.0012974861134302602 -0.0017546594194605904 -0.0033222905794255534 0.0016670907555113362 -0.0017835445011330799 0.002243438759714078 -0.00019077422808902198 0.00067831433275206457
leaf_weight=0.0013642019058880414 0.0010457397439100347 0.0012858337476641104 0.0014820714243635354 0.0010268894350932015 0.0010129668976421868 0.0014542729497637472 0.0010353238000401777 0.0010603140941127963 0.0015021881432776222 0.0013979684248230954 0.0018802909501971499 0.0013587966461988408 0.0013979037003716555 0.00112616374319819
leaf_count=221 98 91 237 229 27 202 220 108 305 88 116 356 209 614
internal_value=0 0.000779645 0.00149324 -0.000208938 -5.93101e-05 -0.000227478 -0.000422973 -0.000804218 -0.00165027 -7.69642e-05 -0.000919659 0.000379316 0.00100907 -0.000501536
internal_weight=0 0.00381364 0.00276791 0.0156173 0.0145904 0.0132262 0.0117719 0.00797989 0.00368867 0.00429123 0.00289326 0.00379202 0.0027567 0.00218648
internal_count=3121 426 328 2695 2466 2245 2043 1258 1027 231 143 785 565 722
is_linear=0
shrinkage=0.00555105


Tree=1794
num_leaves=23
num_cat=0
split_feature=1213 1456 128 1374 453 0 475 13 124 13 3 0 160 50 1 16 3 2 16 11 15 3
split_gain=0.000634799 0.000373315 0.000293678 0.000319529 0.000315452 0.000413085 0.000346929 0.000290702 0.000382608 0.000321136 0.00023544 0.000369768 0.000450453 0.000480067 0.000445878 0.000355604 0.000416881 0.000339779 0.000360274 0.000265018 0.000344776 0.000178939
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 0.086435000000000012 -0.094929999999999987 1.0000000180025095e-35 -0.23091999999999999 -0.082549999999999998 -0.53104499999999988 -0.043384999999999993 -0.39067499999999994 -0.11255999999999998 -0.052984999999999997 -0.078564999999999982 0.088280000000000011 0.14860500000000001 0.0047850000000000011 -0.086769999999999986 0.092365000000000017 -0.091114999999999988 0.088215000000000002 -1.0000000180025095e-35 -0.14186499999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 5 -5 -7 -8 -9 -10 19 12 -12 15 -13 16 -14 18 -18 20 -11 -22
right_child=1 2 -4 4 -6 6 7 8 9 10 11 14 13 -15 -16 -17 17 -19 -20 -21 21 -23
leaf_value=-0.00098611349215973728 -0.00079192811360019632 -0.00060813554934383506 -0.00067393354790678736 0.0010084812568093111 -0.00057943428036985037 -0.00060884912952889614 -0.00056846953898130354 0.0010178232155085704 0.00081862238325105543 0.0012985176733445293 -0.00068145194732443127 -0.00096933012994263501 -0.0008847940570956463 0.0010720411387287552 0.00022186808619892765 0.00077342047983121288 0.0007993956927131523 -0.00054733584039774112 -9.6416164268535277e-05 -0.00025941446970901958 -0.00011082381680506807 0.00070331108760478039
leaf_weight=0.0013726826752283585 0.0011293490741594017 0.0013038167419967541 0.0011004154865278384 0.0011849651584050413 0.0012547662768671577 0.0012859274237211607 0.0010701769261869344 0.0011737551404648458 0.0014483948221677345 0.0010249594580837296 0.0012557582094434314 0.0015907551654868761 0.0010358057477932231 0.0012905023372818125 0.0011485033821811985 0.0013915586255346668 0.0018703658088072761 0.0011949097420047572 0.0019426636536260602 0.0010004062945347947 0.0011869375378878999 0.0011078461412967642
leaf_count=491 258 55 135 50 75 217 32 203 94 76 271 136 140 117 25 144 79 151 206 73 69 24
internal_value=0 2.86288e-05 6.31257e-05 9.4608e-05 0.000132069 0.000170543 0.00012545 0.000170992 0.000211238 0.000160034 0.000104057 4.2614e-06 0.000134384 0.000251793 -0.00046989 0.000109427 -4.34554e-05 0.000130561 0.000342997 0.000397909 0.000595994 0.000282214
internal_weight=0 0.0279925 0.0268632 0.0257628 0.024459 0.0232042 0.0220192 0.0207333 0.0196631 0.0184894 0.017041 0.0127208 0.00998156 0.00872581 0.00273926 0.0074353 0.00604374 0.00500794 0.00381303 0.00432015 0.00331974 0.00229478
internal_count=3121 2630 2372 2237 2182 2107 2057 1840 1808 1605 1511 1269 1108 837 161 720 576 436 285 242 169 93
is_linear=0
shrinkage=0.00145689


Tree=1795
num_leaves=23
num_cat=0
split_feature=1213 456 128 44 124 40 48 48 51 0 133 130 43 16 16 13 3 1 3 0 0 4
split_gain=0.000661798 0.000355367 0.000274879 0.000294334 0.000264992 0.000252011 0.000353186 0.000379611 0.000265079 0.000352542 0.000325786 0.000423925 0.000655529 0.000406789 0.000480442 0.000333145 0.0003107 0.000290167 0.000195972 0.000464845 0.000191005 7.18818e-05
threshold=-1.0000000180025095e-35 0.087485000000000021 0.086435000000000012 1.0000000180025095e-35 -0.043384999999999993 -0.063404999999999989 0.12649500000000002 0.096390000000000017 0.087505000000000013 -0.22491999999999998 -0.083244999999999986 -1.0000000180025095e-35 -0.15582499999999996 0.15891500000000003 0.41553500000000004 -0.099939999999999987 -0.078934999999999991 0.10060500000000001 -0.083924999999999986 -0.087519999999999987 -0.10224499999999999 -0.016959999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 -6 7 8 9 -7 16 -12 -13 15 -15 -14 -11 -10 21 20 -20 -17
right_child=1 -3 -4 -5 5 6 -8 -9 17 10 11 12 13 14 -16 18 -18 -19 19 -21 -22 -23
leaf_value=-0.0010150549753434729 0.00070153577759326884 -0.00070773858718553714 -0.00062794523664317173 -0.0006395006635685252 -0.00047215897261183718 0.00077458690704883975 -0.00066717737912497168 0.00077348276866453657 -0.00075987603979460071 -8.4120224839095216e-06 -0.00086844757967121592 0.00087267494886316039 0.00082505767604718516 -0.0011746797171754263 0.00015913277378219406 0.00057831296378842633 0.0010432970914640415 0.00018860811826726395 -0.00026207488709036346 -0.0010689711430156145 0.00047555861167823118 4.7447421157658839e-05
leaf_weight=0.0013467126496883022 0.001589023133674739 0.0013265877505987391 0.0011688970034867121 0.0011145624319794925 0.0015959439579248521 0.0018524901073626492 0.0011305354049424557 0.0019960375826384427 0.0014532299019223696 0.001048514615047097 0.0010737625697024725 0.0018926265012777508 0.0011461265298797754 0.001318625267978657 0.0010139643747117399 0.0011269658670621796 0.0013821453875090253 0.0012943837145371617 0.0016641108596229248 0.0010216591555116906 0.0013492183184667461 0.0010419017112921975
leaf_count=491 221 165 150 58 84 59 45 129 176 121 119 62 78 126 140 110 91 61 49 322 112 152
internal_value=0 2.9217e-05 6.37933e-05 9.36235e-05 0.000125061 8.75226e-05 0.000126688 0.000168094 0.000106691 0.000174804 0.000101122 7.25083e-06 8.84842e-05 -6.47995e-05 -0.000594878 0.000103426 0.000589621 -0.000313051 -2.98909e-05 -0.000219731 6.82006e-05 0.000323291
internal_weight=0 0.0296013 0.0282747 0.0271058 0.0259913 0.0244022 0.0228063 0.0216758 0.0196797 0.0169321 0.0150796 0.012649 0.0115752 0.00968257 0.00233259 0.00734998 0.00243066 0.00274761 0.00620386 0.00403499 0.00301333 0.00216887
internal_count=3121 2630 2465 2315 2257 2036 1952 1907 1778 1541 1482 1270 1151 1089 266 823 212 237 745 483 161 262
is_linear=0
shrinkage=0.00145689


Tree=1796
num_leaves=23
num_cat=0
split_feature=1213 14 1374 457 11 13 132 52 1 124 52 1 133 3 16 42 1 16 4 4 0 16
split_gain=0.00066191 0.000544105 0.000464047 0.000357745 0.000397359 0.000435465 0.000556953 0.000531421 0.000369779 0.000323336 0.000273026 0.000456334 0.000322718 0.000317156 0.000228919 0.000390999 0.000383419 0.000367509 0.000187272 0.000423616 0.000143826 0.000103435
threshold=-1.0000000180025095e-35 0.076175000000000007 -0.094929999999999987 0.080930000000000016 0.088215000000000002 -0.091559999999999989 0.080640000000000017 0.10160000000000001 0.086105000000000015 -0.043384999999999993 -0.0064899999999999992 0.104035 0.090310000000000015 0.10732000000000001 -0.36241499999999999 -1.0000000180025095e-35 0.085345000000000018 -0.056919999999999991 -0.077679999999999985 0.24564500000000003 -0.081584999999999977 -0.074319999999999983
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 7 9 18 -5 -7 11 -11 14 -13 -12 -16 20 21 -4 -20 -17 -18
right_child=1 -3 3 8 -6 6 -8 -9 -10 10 12 13 -14 -15 15 16 17 -19 19 -21 -22 -23
leaf_value=-0.00095424680315823129 -0.00076575201388005202 -0.00097587069769072723 0.00099982209852963046 -9.6012708210291506e-05 -0.00068419919335889099 0.00063537045248173709 0.00081888193110277651 -0.00034898359748755995 0.00092774018636209712 -0.00097937130468041885 -0.00036650976101406334 0.00024125206445659714 -0.00063030694042530899 -0.00071057745123298142 -0.00046357172729408203 0.0011601734875209646 9.9215352687709351e-05 -0.00051354208766543695 -2.1035187720978984e-05 0.0010282532308141987 0.00046370823478295134 0.00071354482688256566
leaf_weight=0.0014123396149045 0.0012757770929390224 0.0010274456308896332 0.0017073462587422483 0.0010867610517735207 0.0013900497445096241 0.0011042301128211867 0.0014139653591022086 0.001414793509619261 0.0019038355456320044 0.0018166070996275237 0.0018423909260484265 0.0019653557099097441 0.0014793153206737195 0.0010548993123506989 0.0014560006739759296 0.0010846191912786407 0.0010436394892305856 0.0013640519635451705 0.001786682105879951 0.0013059048325523848 0.0012532269847387433 0.0011079881158924058
leaf_count=491 53 87 52 76 96 145 178 73 125 515 76 86 287 24 278 88 40 111 86 87 48 19
internal_value=0 2.60699e-05 6.05484e-05 9.74313e-05 4.38758e-05 8.56947e-05 -2.47201e-05 0.00040525 0.000555716 -9.66969e-05 -0.000148957 -0.000424774 -2.34699e-05 -9.11981e-05 7.46193e-05 0.000185807 0.000347333 5.50807e-05 0.000627563 0.000422047 0.000786826 0.000415566
internal_weight=0 0.0308849 0.0298574 0.0285817 0.0255911 0.024201 0.0179863 0.00621473 0.0029906 0.0165723 0.0154681 0.00483686 0.0106312 0.00302026 0.00915192 0.00730953 0.00585353 0.00351568 0.00479993 0.00309259 0.00233785 0.00215163
internal_count=3121 2630 2543 2490 2289 2193 1895 298 201 1717 1572 625 947 110 660 584 306 170 225 173 136 59
is_linear=0
shrinkage=0.00140032


Tree=1797
num_leaves=24
num_cat=0
split_feature=1213 14 1374 457 1447 11 13 13 132 51 4 1 1 4 13 48 1 47 15 0 52 12 2
split_gain=0.000646724 0.000500314 0.000539242 0.000384225 0.000366403 0.000306735 0.000335234 0.0005406 0.000568759 0.000318678 0.000340076 0.000303164 0.000274229 0.000735385 0.000236485 0.000241641 0.000381545 0.000442511 0.000404304 0.000480875 0.000399612 0.000175836 3.53244e-06
threshold=-1.0000000180025095e-35 0.076175000000000007 -0.094929999999999987 0.080930000000000016 -1.0000000180025095e-35 0.089270000000000002 -0.53104499999999988 -0.084034999999999985 0.080640000000000017 0.084745000000000015 -0.0035949999999999997 0.086105000000000015 0.08844500000000001 -0.082594999999999988 -0.063184999999999977 0.084485000000000018 0.111945 0.13827000000000003 -0.10324499999999999 -0.10011499999999998 0.08976000000000002 0.088725000000000012 0.095040000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 -4 6 -6 12 9 14 -11 -5 13 -8 -9 16 18 -18 -16 -20 -21 -14 -22
right_child=1 -3 3 11 5 -7 7 8 -10 10 -12 -13 21 -15 15 -17 17 -19 19 20 22 -23 -24
leaf_value=-0.0010416799403689149 -0.00096433336103024221 -0.0010622010656049638 -0.00086779790567973435 -4.5171805012086886e-06 -0.00075025620266587804 -0.0006722179507905533 0.0010331410593234682 -0.00082978529746488496 0.00098988825380110575 -0.00012599187080788036 0.0011193995146887234 0.001034489938194176 0.0012539946486017769 -0.0005107555387994778 -0.001133151172027777 -0.0007254418819522924 0.0009894079285656626 -0.00032492214664155405 0.00060466717427534831 -0.00091477706843907773 0.0001755576589029303 0.00047652219016287666 4.3401356384304988e-05
leaf_weight=0.0014753665421436404 0.0012113534578581655 0.0010121529981987889 0.0010446190693618454 0.0011164558218617051 0.0010300461690313468 0.0012555660017792283 0.001497917812990579 0.0012454366530151558 0.001358422392913671 0.0011285482058073226 0.001055046013294759 0.0018650563565371092 0.0016638394880461593 0.0015728958296143758 0.0010137529420395329 0.0013584955138359342 0.0016658623515307669 0.0010315067183910287 0.0018626834718631323 0.0017923879527955502 0.0010006551436883004 0.0012799262224660879 0.0010113434547108779
leaf_count=491 53 87 239 76 28 88 23 344 153 124 58 125 142 268 41 114 80 8 40 366 74 53 46
internal_value=0 2.77124e-05 6.56715e-05 0.000110471 4.63366e-05 8.64184e-05 0.000128624 0.000170654 1.51454e-05 -7.83276e-05 0.000475743 0.000645424 0.000572036 0.000242345 -0.0001793 -0.000103845 -1.38025e-05 0.000486792 -0.000215917 -5.18373e-05 -0.000373271 0.000915956 0.000109128
internal_weight=0 0.030074 0.0290618 0.0278505 0.024869 0.0238243 0.0225688 0.0215387 0.0155241 0.0141657 0.00218359 0.00298151 0.00601458 0.00307081 0.0119821 0.0107367 0.00937819 0.00269737 0.00668082 0.00566707 0.00380439 0.00294377 0.002012
internal_count=3121 2630 2543 2490 2289 2050 1962 1934 1448 1295 182 201 486 291 1113 769 655 88 567 526 486 195 120
is_linear=0
shrinkage=0.00157699


Tree=1798
num_leaves=18
num_cat=0
split_feature=0 1 2 15 0 147 151 49 151 16 51 51 16 4 0 15 12
split_gain=0.000105076 0.000168743 0.000160118 0.000166779 0.00024036 0.000133786 0.000164318 0.000158303 0.000238016 0.000138178 0.000243856 0.000142686 0.00012013 0.000163242 9.02094e-05 9.01983e-05 6.87862e-05
threshold=0.18019500000000002 0.077565000000000009 0.10402500000000002 0.091295000000000015 -0.084044999999999995 0.087350000000000025 0.056735000000000001 -0.047584999999999995 -0.033849999999999991 -0.056919999999999991 -0.063174999999999995 0.084745000000000015 -0.088394999999999987 0.2623950000000001 -0.053834999999999994 -0.087894999999999987 0.090020000000000017
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 6 7 15 -9 11 14 12 13 -10 -11 -3 -6
right_child=-2 5 -4 -5 16 -7 -8 8 9 10 -12 -13 -14 -15 -16 -17 -18
leaf_value=-0.0034667429714820134 0.0019290079187361574 0.0032032255687731034 -0.0031237496323949414 0.0016564281693921842 0.0011522875534643174 0.0024078808591889555 -0.0022874322134366376 -0.0024468924786922898 -0.0022512923467415879 0.0019909859563091168 -0.0025800311763177061 0.0031039961118440001 0.0020385375859768551 0.0013108453591554956 -0.00055721328244284546 0.0005650657081147653 -0.0010857871249042408
leaf_weight=0.0011719274807529528 0.0010256809093314159 0.001007002915222599 0.0011465574431452907 0.0010621315452412627 0.001092744701786442 0.0010400614711900688 0.0010538534902496408 0.0013806930106596846 0.0010029907312931775 0.0011316794072457892 0.0013949656408032383 0.001069037072191914 0.0011924657864628152 0.001008070592912455 0.0010435739222493801 0.0010189213294329322 0.0010545962613083271
leaf_count=731 36 85 272 213 234 109 82 105 107 114 232 93 176 153 128 89 162
internal_value=0 -0.000125534 -0.00104395 -0.000499689 -0.00118962 0.000254953 7.2954e-05 0.000294077 -5.3475e-05 0.000367877 -0.000539852 0.00112639 0.00046645 -0.000465725 0.000768492 0.00187639 5.31304e-05
internal_weight=0 0.0188713 0.00552796 0.0043814 0.00331927 0.0133433 0.0123033 0.0112494 0.00922348 0.00784278 0.00357022 0.00427256 0.00320353 0.00201106 0.00217525 0.00202592 0.00214734
internal_count=3121 3085 1612 1340 1127 1473 1364 1282 1108 1003 474 529 436 260 242 174 396
is_linear=0
shrinkage=0.00625138


Tree=1799
num_leaves=24
num_cat=0
split_feature=1213 1456 475 453 11 4 160 48 150 0 159 0 130 3 3 4 43 15 2 4 15 42 0
split_gain=0.000647381 0.000411986 0.000349576 0.000290466 0.000287762 0.000397682 0.000379797 0.000233291 0.000491857 0.000435648 0.000404877 0.000410611 0.000313058 0.000317844 0.000334901 0.000374879 0.000337871 0.000308211 0.000412882 0.000236578 0.000104235 8.79101e-05 7.38153e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.084049999999999986 1.0000000180025095e-35 0.089270000000000002 0.27287000000000006 -1.0000000180025095e-35 0.088965000000000002 0.087170000000000011 -0.18113999999999997 0.091530000000000014 -0.14116499999999996 -0.0015749999999999998 -0.074084999999999998 -0.078934999999999991 -0.083854999999999985 -0.087324999999999986 -0.016799999999999995 0.10060500000000001 0.053925000000000008 0.013270000000000002 0.085505000000000012 -0.074229999999999977
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 5 7 -7 8 10 -9 11 -4 -13 14 15 21 -17 19 -19 -15 22 -14 -11
right_child=1 2 3 -5 -6 6 -8 9 -10 20 -12 12 13 17 -16 16 -18 18 -20 -21 -22 -23 -24
leaf_value=-0.0010263856079891166 -0.00086309305289258061 -0.00081905103622241071 0.00087255438102471644 -0.00061997813318799826 -0.00054717064143904981 5.668773009267409e-05 0.001227543055458572 -0.00020479716860199342 -0.00091140513930751356 0.00061169536986542918 -0.00083458658650496656 -0.00053561796701119329 0.00093528416718148479 -6.0866258884136591e-05 0.0010980227352072175 0.00033991374358267851 -0.00088018858737934336 0.00071265693480981288 -0.00038889588050067812 -0.0010080256693302458 0.00032919462617383061 0.00033354183288187948 0.0011672376872933344
leaf_weight=0.001418579934370722 0.0011604972576719766 0.0010059161732084701 0.0016005715660676262 0.0012595360976905825 0.0013836792961030566 0.0011165057732950012 0.0014805292382883755 0.0018788120969475131 0.0012329395278964919 0.0010591064653115989 0.0010310781542469402 0.0017592432556574342 0.0011368986615911637 0.0012809880691136977 0.0012539290696390593 0.0010720705631630523 0.0010152795735437758 0.0017116273917561322 0.001438987161249905 0.0011496165275809433 0.0011039033321615932 0.0010950564420044717 0.0011420134116861816
leaf_count=491 258 218 82 72 86 96 200 28 102 165 126 153 88 95 99 82 301 108 56 52 33 39 91
internal_value=0 2.20066e-05 5.84199e-05 9.08679e-05 0.00012538 0.000163272 0.000724174 9.69446e-05 1.01103e-05 0.000377997 8.3198e-05 0.000148396 5.86416e-05 0.000152366 0.000408414 0.000208215 -0.00025354 -0.000103315 0.000209542 -0.000508849 0.000709299 0.000640053 0.000899929
internal_weight=0 0.0293688 0.0282083 0.0272024 0.0259428 0.0245592 0.00259704 0.0219621 0.0167783 0.00518384 0.0155453 0.0145143 0.0129137 0.0111545 0.00557323 0.00431931 0.00208735 0.00558122 0.00315061 0.0024306 0.00330502 0.00223196 0.00220112
internal_count=3121 2630 2372 2154 2082 1996 296 1700 1383 317 1281 1155 1073 920 609 510 383 311 164 147 289 127 256
is_linear=0
shrinkage=0.00151575


Tree=1800
num_leaves=16
num_cat=0
split_feature=403 3 11 159 3 3 42 4 43 42 15 43 0 49 457
split_gain=0.000105264 9.55129e-05 0.000152187 0.000125339 0.000204794 0.000121286 0.000228034 0.000228238 0.000169588 0.000241689 9.19872e-05 0.000178529 0.000190972 0.000230719 0.00011002
threshold=0.10301500000000001 -0.20241999999999996 0.081005000000000008 0.091530000000000014 -0.12018999999999998 -0.077774999999999983 0.091295000000000015 -0.080094999999999986 -0.074359999999999996 -1.0000000180025095e-35 -0.10469999999999999 0.15359500000000004 -0.10151999999999999 -0.006494999999999999 0.091015000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 6 7 -6 9 -7 -10 12 13 14 -12
right_child=-2 2 -4 -5 5 8 -8 -9 10 -11 11 -13 -14 -15 -16
leaf_value=0.0016815625905959451 -0.0018775405070923438 0.0026775713976115588 -0.002250221338846036 -0.0016340547963901446 0.00010459157111555428 -0.00041594776672416789 0.0012532599143896389 -0.0036595055300670185 -0.0011663030402551753 0.0033179349065134752 -0.001852161956789755 0.0023707200150284184 -0.0019161296324705741 0.0023834579747601895 0.00078388021340127629
leaf_weight=0.0012101826664129558 0.0010033359268054312 0.0011232063003578903 0.0010093039733123357 0.0013223319773754362 0.0010066471105912283 0.0010473272779578657 0.0011312499113037278 0.001257091251291218 0.0019104019854496454 0.0014134229271566762 0.0011900651167948695 0.0011847411402691882 0.0015241974395848647 0.0014582634125837055 0.0010206558429082246
leaf_count=142 202 84 94 326 431 56 181 652 173 228 63 87 307 54 41
internal_value=0 8.07519e-05 -2.93273e-05 0.000105791 0.000256483 6.42196e-05 -0.000906423 -0.00198567 0.000370787 0.00172875 -3.23817e-05 0.000307266 -0.000163478 0.000564622 -0.000635142
internal_weight=0 0.0188091 0.0175989 0.0165896 0.0152673 0.0141441 0.00339499 0.00226374 0.0107491 0.00246075 0.00828832 0.00637792 0.00519318 0.00366898 0.00221072
internal_count=3121 2919 2777 2683 2357 2273 1264 1083 1009 284 725 552 465 158 104
is_linear=0
shrinkage=0.00589082


Tree=1801
num_leaves=27
num_cat=0
split_feature=1213 14 1429 1374 160 484 394 453 158 133 52 1 0 0 52 3 0 15 1 4 52 4 4 15 484 42
split_gain=0.000683019 0.000572142 0.000475069 0.000496989 0.000451084 0.000414626 0.000405852 0.000366628 0.000482024 0.000359142 0.00035831 0.000346523 0.000298387 0.000330784 0.000533594 0.000473102 0.000578812 0.000348491 0.000449774 0.000343654 0.000337734 0.000462792 0.000336868 0.000265716 0.000192027 0.000109144
threshold=-1.0000000180025095e-35 0.076175000000000007 -1.0000000180025095e-35 -0.094929999999999987 -0.40698999999999991 0.085515000000000022 -0.081209999999999991 1.0000000180025095e-35 0.094850000000000004 0.10722500000000001 -0.24456499999999998 0.13146500000000003 -0.23091999999999999 -0.062294999999999996 0.11434500000000002 -0.086769999999999986 -0.10607499999999999 0.050935000000000008 0.094385000000000011 0.053925000000000008 0.095415000000000014 -0.35136499999999998 0.2623950000000001 -0.095244999999999982 0.091880000000000003 0.08623500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 -5 6 -6 8 9 10 11 -8 -12 15 20 16 -14 18 23 -20 21 -15 -21 -17 -7 -19
right_child=1 -3 3 4 5 24 7 -9 -10 -11 12 -13 13 14 -16 17 -18 25 19 22 -22 -23 -24 -25 -26 -27
leaf_value=-0.0010502951092543674 -0.00098017687600213078 -0.0010059737608225003 -0.00077018783436064251 -0.00085212127450805719 -0.00079447254654032966 0.0013220796326754566 -0.00087972119055259213 -0.00067129713992004631 -0.00084262041730371934 -0.00051814667274342188 0.0011296095514114189 0.00035011080143006917 0.00035756483068710465 -6.8749999029224136e-05 -0.00031564303931521656 7.6510590713327426e-05 -0.0010307224966708039 0.00046499172631354766 0.0010543864312260415 -0.00055100095651607625 0.001523856923788837 0.0011079626766961181 0.00063690380139809358 -0.0008747792551359317 0.00038892557950022134 0.0010501098771634274
leaf_weight=0.0014748410569690442 0.0010075160618978332 0.0012391467326837704 0.0014982414922304335 0.0010511331100755408 0.0010963108026293125 0.0010171387829673853 0.0011443390918869914 0.0011902665350689281 0.001001172618627282 0.0013584186438436721 0.0011558936014352981 0.0010502582726985565 0.0013689733925730252 0.0014120311628715854 0.0011441752104182079 0.0017115925659905058 0.0015092665376549739 0.0014366944453261254 0.0015529579083297662 0.0010187596994946091 0.0013217553018733952 0.0018399285398967768 0.0012972329722328313 0.0011897062614601561 0.0010941590160414294 0.0016227240580328761
leaf_count=491 153 87 53 189 119 68 170 65 130 291 37 8 39 56 25 90 149 106 111 25 16 121 105 202 149 66
internal_value=0 2.48662e-05 6.4671e-05 9.85383e-05 0.000142532 0.000179174 0.000126491 0.000166358 0.000207667 0.000253119 0.000301231 -0.000291166 0.000367623 0.000319822 0.000628643 0.000180869 -0.000370413 0.000342291 0.0001466 0.000491682 0.000864868 0.000597023 0.000114368 -0.000313575 0.000838482 0.00077534
internal_weight=0 0.0333298 0.0320906 0.0310831 0.0295849 0.0285338 0.0264225 0.0253261 0.0241359 0.0231347 0.0217763 0.0021946 0.0195817 0.0184258 0.00571789 0.0127079 0.00287824 0.00982967 0.00677025 0.00386895 0.00457372 0.00325196 0.00231599 0.0029013 0.0021113 0.00305942
internal_count=3121 2630 2543 2390 2337 2148 1931 1812 1747 1617 1326 178 1148 1111 218 893 188 705 533 241 193 177 130 292 217 172
is_linear=0
shrinkage=0.00154607


Tree=1802
num_leaves=16
num_cat=0
split_feature=1 0 4 3 13 2 4 2 151 1 15 47 13 13 15
split_gain=9.11171e-05 0.000180511 0.000202163 0.000189244 0.000154859 0.000157474 0.000148893 0.000139687 0.000195415 0.000324556 0.000136373 0.000118849 0.000112277 0.000107006 9.06681e-05
threshold=0.08844500000000001 -0.060129999999999996 -0.51843499999999987 -0.084074999999999997 -0.094514999999999988 -0.0091949999999999983 -0.033174999999999989 0.089775000000000008 -0.0083949999999999979 0.11181500000000001 -1.0000000180025095e-35 0.11518500000000002 -0.07692499999999998 -0.089109999999999981 -0.091184999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 -1 14 -6 -7 11 -9 -10 -5 -8 -12 -4 -2
right_child=4 2 13 10 5 6 7 8 9 -11 12 -13 -14 -15 -16
leaf_value=-0.0026752716047635794 0.00052144707299622568 -0.0014601060900080399 0.0024163234105202443 -0.0017230602265999959 0.0017612984998318143 -0.00163418302881682 -0.0016155357807395186 -0.0007275883208085601 0.0036644281985915503 -0.00013019582224027058 -0.00082610686804196443 0.00041913816103221268 0.0014992074508536125 0.00031636823039015729 0.0025794858329864462
leaf_weight=0.0013235186028637547 0.0011595252559067071 0.0010083868792207795 0.001063133812820638 0.0012851455941642123 0.0011204965047424591 0.0015820152529769111 0.0016761818379585885 0.0014315784463121446 0.0010683112360201346 0.0012209484747482541 0.0010322442224434125 0.0012797621420328475 0.0010679525617856012 0.0014499741142210976 0.0010146228591085835
leaf_count=740 113 42 24 522 127 381 165 119 66 115 229 46 174 163 95
internal_value=0 -0.00041937 0.000441645 -0.00106328 0.000272881 -7.36949e-06 -0.00024733 8.12746e-05 0.000729456 0.00164061 -0.000433057 -0.000734633 0.000356318 0.00120472 0.00148188
internal_weight=0 0.00823036 0.00352149 0.00470886 0.0115534 0.00937929 0.0082588 0.00667678 0.00372084 0.00228926 0.00338534 0.00295594 0.0021002 0.00251311 0.00217415
internal_count=3121 1894 229 1665 1227 1019 892 511 300 181 925 211 403 187 208
is_linear=0
shrinkage=0.00502775


Tree=1803
num_leaves=15
num_cat=0
split_feature=403 475 130 48 4 1 4 48 51 13 4 16 0 0
split_gain=8.95974e-05 0.000118037 0.000128799 0.000129561 0.000157506 0.000195562 0.000192516 0.000142788 0.000186418 0.000244507 0.000418127 0.000112759 0.000134409 0.00015204
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -1.0000000180025095e-35 0.12879500000000002 0.24564500000000003 0.10937500000000001 0.098655000000000007 0.092805000000000012 0.08955500000000001 -0.063184999999999977 -0.077679999999999985 0.23311500000000004 -0.13455999999999999 -0.078904999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 6 -6 7 8 9 10 -4 12 -11 -14
right_child=1 2 3 -5 5 -7 -8 -9 -10 11 -12 -13 13 -15
leaf_value=-0.0015292746060212728 -0.0013439824522077475 -0.0014316089548477426 0.0011010025172353199 -0.0014181502012637292 6.2469427650732441e-05 0.0030021445043747902 -0.0015191031045141635 0.0022807877128918118 -0.0018944078009251639 0.0023926140281640227 -0.0033664996880006454 0.0028715785430123396 -0.0015101365881205477 0.0012607711897222077
leaf_weight=0.0011337847376723933 0.0016377789245607668 0.001343015828107935 0.0015304743503203886 0.0011664885786757404 0.0012660638629199425 0.00155230954066745 0.0016800121135486798 0.0012331999962715843 0.0010808663277572517 0.0011881169546217318 0.0011164709422244318 0.0011068714651837619 0.0010318101941364788 0.0014932848132311874
leaf_count=756 472 144 114 75 96 214 86 172 214 63 370 90 128 127
internal_value=0 7.84931e-05 0.000217257 0.000360624 0.000505932 0.00168159 0.000216829 0.000514995 0.000260245 0.000572135 -0.000783372 0.00131651 0.00085296 0.000128516
internal_weight=0 0.0184268 0.016789 0.015446 0.0142795 0.00281837 0.0114611 0.0097811 0.0085479 0.00746703 0.00264695 0.00482008 0.00371321 0.0025251
internal_count=3121 2365 1893 1749 1674 310 1364 1278 1106 892 484 408 318 255
is_linear=0
shrinkage=0.00555105


Tree=1804
num_leaves=14
num_cat=0
split_feature=3 39 484 160 133 42 3 0 1 0 49 1 1
split_gain=8.21476e-05 0.000129934 0.000138335 0.000129998 0.000143478 0.000146392 0.000239773 0.000222521 0.000188792 0.000176806 0.000192594 0.000150394 3.90957e-05
threshold=0.149315 0.085220000000000004 -0.0068949999999999992 -0.098904999999999979 0.091410000000000005 -1.0000000180025095e-35 -0.074084999999999998 -0.062294999999999996 0.11061500000000002 -0.23051499999999997 -0.00064499999999999985 0.083135000000000014 0.091785000000000019
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 5 -5 7 11 9 -8 -11 -7 -12
right_child=-2 -3 3 4 -6 6 8 -9 -10 10 12 -13 -14
leaf_value=-0.0023804328234539435 0.0011669649827556916 0.0013628022682349032 -0.002122798209487946 -0.0014543210882843631 -0.0016557314779127217 -0.0012182185080055581 0.0021694354530503264 0.00307826528733402 -0.0024639969872258033 -0.0026356732111158677 -0.00033347032939532318 0.0014576454919856131 0.001271935657919969
leaf_weight=0.0010457760694553729 0.0018486598241655985 0.0017944181451293026 0.0010870527042875786 0.0015783375495835991 0.0016111325870871171 0.0011553240267925813 0.0011523413669181082 0.0017807519819182938 0.0011803969806347681 0.0010169006541795866 0.0010312156226503517 0.0019746573694314762 0.0010752801338251849
leaf_count=475 168 302 342 543 376 298 50 161 44 54 81 174 53
internal_value=0 -0.000138816 -0.000310561 -0.000162738 -5.56545e-06 0.000217004 0.00047146 0.00141578 -0.000378468 0.000197281 -0.000530323 0.000469943 0.000486024
internal_weight=0 0.0174836 0.0156892 0.0146434 0.0135563 0.0119452 0.0103669 0.00491073 0.00545613 0.00427574 0.0031234 0.00312998 0.0021065
internal_count=3121 2953 2651 2176 1834 1458 915 633 282 238 188 472 134
is_linear=0
shrinkage=0.00589082


Tree=1805
num_leaves=25
num_cat=0
split_feature=1213 14 1374 133 160 133 123 124 1 130 52 457 160 49 16 1 43 43 0 3 4 15 4 1
split_gain=0.000632949 0.000408938 0.000438033 0.000410283 0.000580612 0.000339138 0.000416379 0.000515215 0.000433937 0.000556413 0.000646756 0.000499031 0.000357591 0.000309034 0.000391227 0.00028836 0.000241205 0.00031724 0.000420877 0.000442676 0.000225625 0.000133876 0.000123192 0.000107643
threshold=-1.0000000180025095e-35 0.076175000000000007 -0.094929999999999987 -0.25159999999999993 -0.40698999999999991 -0.085499999999999979 1.0000000180025095e-35 -0.013479999999999999 0.12500000000000003 -0.0015749999999999998 -0.092399999999999982 0.080930000000000016 0.030480000000000004 -0.13330999999999996 -0.5224049999999999 0.10089500000000001 0.070450000000000013 -0.17390999999999998 -0.033209999999999996 0.076840000000000006 0.26450500000000005 -0.10091499999999999 0.09173000000000002 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 -5 23 7 -7 9 -9 12 13 -11 -12 -15 16 17 -16 19 21 -17 -19 -10 -6
right_child=1 -3 3 4 5 6 -8 8 22 10 11 -13 -14 14 15 20 -18 18 -20 -21 -22 -23 -24 -25
leaf_value=-0.0010524244041837758 -0.00088289294864725724 -0.00093491342031787816 -0.00089868403496509534 -0.0010479513526487464 0.00024117806074863422 -0.00098744875075726466 0.00066892537824995556 -0.00095050661102536696 0.0001853318686844902 -0.0011358929088528032 -0.00065133561960431128 0.00076536858639919439 -4.6856050802470432e-05 -0.00058773511970196756 0.0005350325067220189 0.00097862973510028615 0.00058268913817049897 -3.18727379614974e-05 -0.0010536130454331678 0.00072086838647877156 0.00013775167300526282 -0.00066374192542201509 0.00081205876777478694 0.00087711760594653715
leaf_weight=0.0014845396667385038 0.0012841108198990972 0.0011496387957796719 0.0010647507165263406 0.0010206979600025914 0.0010105902888505871 0.0011366122981958928 0.0016074986522159112 0.0013748071243283441 0.0011186407116881006 0.0014449155316339302 0.0013249189134219028 0.0018602247372410388 0.0010006869002408825 0.0015592830235674404 0.0012524056774942966 0.0013097705907796353 0.0012599122604814994 0.0013177892538671562 0.0010211057246820796 0.0010708536155163983 0.0011980604422330288 0.0013122678057908566 0.0013660114062180595 0.0010793657049977257
leaf_count=491 53 87 164 190 108 46 228 128 46 284 47 93 142 39 37 68 43 56 30 28 41 519 87 66
internal_value=0 -0.000115824 -8.33478e-05 -4.62976e-05 -1.22376e-05 2.9016e-05 -1.89885e-05 -6.94175e-05 -1.92317e-05 -9.37597e-05 -2.41963e-05 8.82513e-05 -0.000690283 -1.15074e-05 6.35025e-05 0.000167736 2.58905e-05 -9.15296e-05 -0.000257711 -3.81161e-05 0.000576919 -0.000347144 0.000529894 0.000569611
internal_weight=0 0.0301449 0.0289953 0.0277112 0.0266464 0.0256257 0.0235358 0.0219283 0.0207917 0.018307 0.0169322 0.0144866 0.0024456 0.0126264 0.0113014 0.00974217 0.00723433 0.00597442 0.00472202 0.00370091 0.00250783 0.00263006 0.00248465 0.00208996
internal_count=3121 2630 2543 2490 2326 2136 1962 1734 1688 1555 1427 1001 426 908 861 822 713 670 633 603 109 575 133 174
is_linear=0
shrinkage=0.00140032


Tree=1806
num_leaves=15
num_cat=0
split_feature=147 52 52 43 43 1 16 13 2 15 52 13 3 15
split_gain=8.76796e-05 0.000146445 0.000199812 0.000119855 0.000142429 0.000187568 0.000348373 0.000222472 0.000254972 0.000231809 0.000217572 0.000191661 0.00019528 0.000159095
threshold=0.087350000000000025 0.25317500000000004 0.13389000000000004 0.21122500000000002 0.016310000000000002 1.0000000180025095e-35 0.013515000000000001 -0.00096999999999999983 0.11215000000000001 -0.10653 -0.087284999999999988 -0.06532499999999998 -0.047929999999999993 -0.095869999999999983
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 -1 11 9 -9 -11 12 -7 -12
right_child=-2 -3 -4 -5 -6 7 -8 8 -10 10 13 -13 -14 -15
leaf_value=-0.0036157413108250107 0.0016163578713383679 -0.0020968420674208612 0.0024928677966098061 -0.0020546776496639936 0.001536907674593192 -0.00090333787391785826 0.00021906471445792556 0.0025927347981104147 -0.0030520705978660965 -0.0028898992216527418 -0.0013684861830632344 0.0035520208827333178 0.0023924769494873448 0.001371571776268358
leaf_weight=0.0014377725006903585 0.0010675619593704102 0.0012145238947903749 0.001063419384736807 0.0010636931121225648 0.0018183636066512196 0.0014554347845556481 0.0019196747124698987 0.0010147433405690263 0.0011017513683201918 0.0010327806236024584 0.0012522727215582563 0.0010006343861604372 0.0010918710623131107 0.00178135310150912
leaf_count=869 146 318 82 166 262 219 246 46 98 141 22 205 171 130
internal_value=0 -0.000120539 2.03734e-05 -0.000144263 -7.94149e-06 -0.000222568 -0.00142313 0.000191663 -0.000483068 7.39723e-05 -0.000554567 0.0013675 0.000509372 0.000240483
internal_weight=0 0.0182483 0.0170338 0.0159703 0.0149067 0.0130883 0.00335745 0.00973084 0.0061829 0.00508115 0.00406641 0.00354794 0.00254731 0.00303363
internal_count=3121 2975 2657 2575 2409 2147 1115 1032 437 339 293 595 390 152
is_linear=0
shrinkage=0.00589082


Tree=1807
num_leaves=15
num_cat=0
split_feature=1 47 4 12 151 43 160 1 15 457 16 160 133 13
split_gain=8.21229e-05 0.000116365 0.000145373 0.000170144 0.000165684 0.00016886 0.000198993 0.000129151 0.000126699 0.000167961 0.000169506 0.000176092 0.000169268 0.000153794
threshold=0.14000500000000002 0.11893500000000001 0.24564500000000003 0.10124000000000001 -0.086944999999999981 -0.17390999999999998 -0.082869999999999985 0.111945 -0.095869999999999983 0.088350000000000026 0.15891500000000003 0.041220000000000007 -0.0061299999999999992 -0.081029999999999977
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 -6 -7 -4 -8 10 11 12 -10 -14
right_child=-2 -3 7 -5 5 6 8 -9 9 -11 -12 -13 13 -15
leaf_value=0.0021575525150440539 0.0014912461220779091 -0.0021931077792456287 0.00012002336185081527 -0.0023528309916892053 0.001864390350424438 -0.0029664107257591325 -0.0019274202354928067 0.0027039270328081226 -0.0009043195221390772 0.002301176006224231 -0.0024479687707399957 -0.0020650978727037809 0.0037055521210725374 0.00049756157520144235
leaf_weight=0.001196375570536091 0.0013022027128835245 0.0010125531035756188 0.0017892929366772883 0.0013999522660628492 0.0012580828975368155 0.0011883713794501273 0.0014427284046342479 0.0013089888171680907 0.0013945431613488516 0.0011419823864087242 0.0011713782687426261 0.0010491770139561957 0.001000822857731753 0.0014023133571346184
leaf_count=187 124 94 143 320 81 392 140 172 438 61 272 186 160 351
internal_value=0 -0.000135189 -1.0741e-05 -0.000288296 -5.22762e-05 -0.000291546 -0.000568561 0.00121169 -0.000237333 0.000103206 -0.000313867 0.000201898 0.000828197 0.00183358
internal_weight=0 0.0177566 0.016744 0.0136457 0.0122458 0.0110494 0.00979132 0.00309828 0.00860295 0.00716022 0.00601823 0.00484686 0.00379768 0.00240314
internal_count=3121 2997 2903 2588 2268 2081 2000 315 1608 1468 1407 1135 949 511
is_linear=0
shrinkage=0.00625138


Tree=1808
num_leaves=16
num_cat=0
split_feature=41 2 48 3 39 15 52 52 0 3 16 52 0 2 4
split_gain=8.62975e-05 0.000141112 9.28934e-05 0.00012101 0.000135867 0.000148414 0.000165908 0.000221454 0.000116971 0.000216749 0.000187388 0.000233431 0.000159982 7.98628e-05 5.29201e-05
threshold=0.079885000000000025 -0.0091949999999999983 -0.075804999999999984 0.13524500000000003 0.0046100000000000004 -0.11713499999999999 -0.10925999999999998 -0.081429999999999989 -0.083914999999999976 -0.082974999999999979 -0.29154999999999992 -0.0027449999999999996 -0.10474999999999998 0.088930000000000023 0.018150000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 -4 -7 -8 10 13 -9 -12 -13 -10 -5
right_child=-2 2 3 14 -6 6 7 8 9 -11 11 12 -14 -15 -16
leaf_value=0.0022236138608977846 -0.0018467574683178056 -0.001971836941196336 -0.0024472965630594782 0.0023863072745987203 0.0015538933443728213 -0.0022749002653891606 0.00290156395438385 -0.0018721881644215409 0.0013661110503754464 -0.0034361363219143752 -0.0013536243820953151 0.0041373037304442122 0.00075791647735411704 -0.0011195545765568925 0.00037097981755859999
leaf_weight=0.0012144473811575495 0.0010367862305682421 0.0010227595449081575 0.0013625882469173447 0.0011969357831755909 0.0016691554153974242 0.0013662413603789557 0.0010929129526426893 0.001103915808667949 0.0010342946354834088 0.0011476507446688128 0.0010449628310481504 0.0011103189427039695 0.0012708270316644388 0.0011600241663223265 0.001021585216089832
leaf_count=159 133 117 209 77 208 415 95 96 258 492 187 47 424 123 81
internal_value=0 8.34838e-05 -7.30477e-05 5.15883e-05 -0.000181954 -0.000429727 -0.000163627 0.000158128 -0.000222758 -0.0011458 0.000458205 0.00120907 0.00233371 5.20667e-05 0.00145829
internal_weight=0 0.0178186 0.0166042 0.0155814 0.0133629 0.0116937 0.0103311 0.00896491 0.00787199 0.00334197 0.00453002 0.00342611 0.00238115 0.00219432 0.00221852
internal_count=3121 2988 2829 2712 2554 2346 2137 1722 1627 873 754 658 471 381 158
is_linear=0
shrinkage=0.00650394


Tree=1809
num_leaves=14
num_cat=0
split_feature=403 52 1 47 1 3 12 159 52 150 3 0 2
split_gain=8.16582e-05 0.000103997 0.000165864 0.000125861 8.08331e-05 0.000169477 0.000175692 0.000120795 0.000182481 0.000162661 0.000104441 0.000123754 8.30566e-05
threshold=-1.0000000180025095e-35 -0.40306999999999998 0.13842500000000005 0.10621500000000002 0.10089500000000001 0.11924500000000002 0.091200000000000017 0.082585000000000006 0.11434500000000002 0.08882000000000001 0.0051600000000000005 -0.084269999999999984 0.090050000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 7 6 -6 8 9 10 11 -3 -13
right_child=1 2 -4 -5 5 -7 -8 -9 -10 -11 -12 12 -14
leaf_value=-0.0016191004569165942 -0.0017456516719614498 -0.00084759022413804109 0.0023913180127411076 -0.0016125650479024952 0.0030891003411623943 -0.00075923763665898503 3.9683552454753825e-05 -0.0020328707065830976 -0.0021435445236723878 -0.0016503067160465277 0.0021213831294822367 0.0021157417798891047 5.9737323336915369e-05
leaf_weight=0.0010843146952989454 0.0010586878378264905 0.0018084762626448397 0.0011565627641142292 0.0015148662884389994 0.0015799991201130336 0.0014535923137637408 0.0012003680710499509 0.0010343382150609969 0.0011002763360702938 0.001105086529205157 0.0017013046467617698 0.0015286621379471121 0.0013235919065610613
leaf_count=756 304 347 133 134 242 84 80 253 274 135 65 170 144
internal_value=0 7.99435e-05 0.000197028 3.17033e-05 0.000211734 0.00090336 0.00177258 -9.3244e-05 0.000140926 0.000477542 0.000847149 0.000382016 0.00116165
internal_weight=0 0.0175658 0.0165071 0.0153506 0.0138357 0.00423396 0.00278037 0.00960174 0.0085674 0.00746712 0.00636203 0.00466073 0.00285225
internal_count=3121 2365 2061 1928 1794 406 322 1388 1135 861 726 661 314
is_linear=0
shrinkage=0.00600863


Tree=1810
num_leaves=14
num_cat=0
split_feature=42 1 42 3 42 47 3 12 49 16 0 15 12
split_gain=9.53912e-05 8.99848e-05 0.000130868 0.000141659 0.000123861 0.000177834 0.00014497 0.000214823 0.000163113 0.00012151 0.00011121 0.000144145 0.000109638
threshold=-0.11051499999999999 0.12337000000000002 0.092145000000000019 -0.15447499999999995 -0.088669999999999985 0.096175000000000024 -0.078934999999999991 0.09141500000000001 -0.069799999999999987 0.033715000000000009 -0.10224499999999999 -0.095869999999999983 0.090695000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 -5 6 7 -6 -8 10 11 -10 -4
right_child=1 -3 12 4 5 -7 8 -9 9 -11 -12 -13 -14
leaf_value=-0.0015620424178434422 0.0022598397298095219 0.0012803236513581416 -5.8734875207637155e-05 0.0018408836949074868 -0.0026613105514269454 -0.0024488661388346934 -0.0012181208069706917 0.00065530248969851153 -0.00086191024611706566 -0.00043473071503368301 0.0027637761091783403 0.0020488110121300285 -0.0026367511927065279
leaf_weight=0.0012890294610189137 0.0010405159941392341 0.0019812697799239934 0.0011408403062181946 0.00113841822479394 0.0014391733650988229 0.0010980298775026256 0.0014949803390548189 0.0012808721671374729 0.0010790047683036652 0.0015201633808451659 0.0015353260805970343 0.0013038184623279658 0.0011490003572246221
leaf_count=181 154 282 135 201 829 150 118 163 72 118 200 94 424
internal_value=0 9.94169e-05 -5.43067e-05 0.000175563 -6.83945e-06 -0.000202487 5.30296e-05 -0.00109951 0.000505192 0.000978926 0.0015274 0.00073076 -0.00135234
internal_weight=0 0.0172014 0.0152201 0.0129303 0.0118898 0.0107514 0.00965334 0.00272005 0.00693329 0.00543831 0.00391815 0.00238282 0.00228984
internal_count=3121 2940 2658 2099 1945 1744 1594 992 602 484 366 166 559
is_linear=0
shrinkage=0.00589082


Tree=1811
num_leaves=23
num_cat=0
split_feature=1213 14 1374 457 11 13 132 52 124 133 52 42 1 4 457 0 16 15 1 4 4 4
split_gain=0.000566436 0.000419727 0.000527502 0.000438824 0.000359375 0.000289167 0.000614372 0.00056216 0.000345133 0.000301522 0.000295552 0.00049502 0.000527633 0.000341246 0.000860588 0.000543739 0.000764089 0.000248425 0.000215468 0.000159138 0.000330327 8.66304e-05
threshold=-1.0000000180025095e-35 0.062655000000000016 -0.094929999999999987 0.080930000000000016 0.088215000000000002 -0.091559999999999989 0.080640000000000017 0.10160000000000001 -0.043384999999999993 0.090310000000000015 0.077655000000000016 0.083995000000000014 0.11249000000000002 0.053180000000000012 -1.0000000180025095e-35 -0.11437499999999999 -0.056919999999999991 -0.14712999999999996 0.086105000000000015 0.24564500000000003 -0.077679999999999985 -0.069389999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 7 8 19 -7 10 13 12 -12 14 -10 17 -17 -15 -5 20 -4 -16
right_child=1 -3 3 18 -6 6 -8 -9 9 -11 11 -13 -14 15 21 16 -18 -19 -20 -21 -22 -23
leaf_value=-0.00089433347028002085 -0.00086703438738750503 -0.00085273708428471409 0.0009294803201315093 0.00012075404954690835 -0.00068964426446442996 0.00069342191481395847 0.00091807938504215628 -0.00046805877840872597 0.00037250669613448782 -0.00073685298654414431 -0.00092810961136588791 0.00076631576401902366 0.00047987259683024896 -1.2241501398886713e-05 -0.0013358042193335556 0.0010778115294034188 -0.00028806824346887564 -0.00095564452978558179 0.0009259080604372827 0.0010382017951663998 3.1734299843755434e-05 -0.00080172432230147888
leaf_weight=0.0013819126379344673 0.0011632331398487841 0.001033695002380596 0.0014436205760359755 0.0010446144058602327 0.0012705561076238317 0.001024517322854363 0.0012765431837822297 0.0012779677101205644 0.001303732165697292 0.001523909604254998 0.0010478081729481401 0.001861951235670678 0.0010398417911474667 0.001001044501414583 0.0010742600865436217 0.0015593501244646757 0.0016559788961709732 0.0012076256986759404 0.0017329536527483369 0.0011369178968680393 0.0018130725511860636 0.0013364102509679171
leaf_count=491 53 90 52 76 96 145 178 73 126 402 214 145 25 23 198 52 71 38 125 87 86 275
internal_value=0 2.34262e-05 5.60097e-05 9.63254e-05 3.49906e-05 7.5757e-05 -1.59997e-05 0.000349381 -9.2257e-05 -0.000147345 -7.87054e-05 0.00024138 -0.000226805 -0.000217046 -0.00054404 6.88338e-06 0.000374348 -0.000528062 0.000623098 0.000587149 0.000429685 -0.00103972
internal_weight=0 0.0288296 0.0277959 0.0266327 0.0238551 0.0225846 0.016913 0.00567158 0.0156364 0.0146119 0.013088 0.0039496 0.00208765 0.0091384 0.0037144 0.005424 0.00321533 0.00220867 0.00277757 0.00439361 0.00325669 0.00241067
internal_count=3121 2630 2540 2487 2286 2190 1892 298 1714 1569 1167 384 239 783 599 184 123 61 201 225 138 473
is_linear=0
shrinkage=0.00140032


Tree=1812
num_leaves=16
num_cat=0
split_feature=484 4 49 42 49 42 43 3 42 2 43 1375 47 2 3
split_gain=8.1287e-05 0.000129037 9.44721e-05 8.62778e-05 0.000133443 0.000172103 0.00020075 0.000157786 0.000271238 0.00011512 0.000281095 0.000193589 0.000133298 8.98617e-05 6.55999e-05
threshold=-0.0068949999999999992 0.27044500000000005 0.10440000000000001 -0.11466499999999999 -0.15986999999999998 0.10194000000000002 -0.17390999999999998 -0.078934999999999991 0.084050000000000014 0.083795000000000022 0.12450000000000001 -0.012484999999999998 0.089640000000000011 0.098035000000000011 0.10893000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 -5 6 -6 8 -8 12 11 -11 -9 -13 -3
right_child=1 14 -4 4 5 -7 7 9 -10 10 -12 13 -14 -15 -16
leaf_value=-0.0015337969173085664 -0.0019737924842843672 0.0024471640083061795 0.0015526003414768586 0.0018865479609970334 0.002289583858003947 -0.002686422927098257 -0.00011677058305077973 0.0029067449749543804 -0.0041308972254353133 0.00078237971882086236 0.0023137243678146113 -0.0035940324277062203 -3.0177694978202756e-05 -0.0011458343195034149 0.00033581548895243615
leaf_weight=0.001237588298716198 0.0010148060756928279 0.001194725680388301 0.0011806315816597643 0.0011374920827478272 0.0011930130613868615 0.0010445283717368534 0.001672565884881602 0.0010020014187233891 0.0010166133630498397 0.0010934893130865042 0.0010405789645411279 0.0011177255980866496 0.0013798954245163308 0.0011350533907595883 0.0010287031570437588
leaf_count=503 112 230 211 53 81 225 570 142 398 30 69 155 58 168 116
internal_value=0 9.22841e-05 -0.000111594 -0.00025348 -0.00011744 -0.000312347 -7.95232e-05 -0.00037836 -0.00163427 0.000120603 -0.000468352 -0.00133349 0.00120531 -0.00236052 0.00147032
internal_weight=0 0.0172518 0.0150284 0.0138478 0.012833 0.0116955 0.0106509 0.00945792 0.00268918 0.00676874 0.00438685 0.00334627 0.0023819 0.00225278 0.00222343
internal_count=3121 2618 2272 2061 1949 1896 1671 1590 968 622 422 353 200 323 346
is_linear=0
shrinkage=0.0061288


Tree=1813
num_leaves=22
num_cat=0
split_feature=14 1213 1374 457 11 13 52 132 4 1 52 160 13 4 151 4 1 16 13 4 1
split_gain=0.000502428 0.00050638 0.000456311 0.000423854 0.00035114 0.000294572 0.000615434 0.000518423 0.000263463 0.000421408 0.000250426 0.000452313 0.000281389 0.000280763 0.000258065 0.000219841 0.000208368 0.000189354 0.000346664 0.000174985 0.000207811
threshold=0.076175000000000007 -1.0000000180025095e-35 -0.094929999999999987 0.080930000000000016 0.088215000000000002 -0.084034999999999985 0.10160000000000001 0.080640000000000017 -0.077679999999999985 0.091615000000000016 0.096795000000000006 -0.22361499999999998 -0.015874999999999997 -0.35136499999999998 -0.0077149999999999988 0.24564500000000003 0.086105000000000015 -0.091114999999999988 0.0076650000000000008 0.053180000000000012 0.10956
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 6 8 10 -4 -10 12 -12 -7 -14 -15 -11 -5 18 -16 -19 -21
right_child=-2 2 3 16 -6 7 -8 -9 9 15 11 -13 13 14 17 -17 -18 19 -20 20 -22
leaf_value=-0.00083881254969336275 -0.0009821430316844207 -0.00081485830213035026 0.0010086286884948528 0.0001136656243509019 -0.00068651066673154767 -0.00075595437310278454 -0.00044206401615491832 0.0008647184023414117 -0.00033294076586733249 0.00025959826686042502 -0.00051962646134301764 0.00066055573281755778 -0.00077750165361358664 -0.0006100309077659824 0.0009051139831524088 0.0011770225896231259 0.00092207629680318909 -0.00040907889681502887 -0.00014540726102787112 0.00059135888580076883 -0.00024138302669308342
leaf_weight=0.0013517618671685097 0.0010704737798632449 0.0011726121910609058 0.0017858130078787227 0.0010338478085367689 0.0013061964930827221 0.0016417589127598999 0.0016288360516291678 0.001204460542679254 0.0012375639071301693 0.0010736866970706416 0.0010052318003140326 0.0019432369154054338 0.0011473097738363665 0.0012924016426648661 0.0013159589626023285 0.0010579196069933905 0.0017540462536966839 0.0019858695428974747 0.0012491624819445102 0.0011844469807517077 0.0012635837719834064
leaf_count=477 101 53 74 76 96 461 132 166 251 59 178 170 98 71 70 94 125 257 44 35 33
internal_value=0 1.4513e-05 5.67904e-05 9.59345e-05 3.30183e-05 7.57052e-05 0.000323278 -3.45451e-05 0.000565105 0.000330018 -0.000111752 0.000258192 -0.000210192 -0.000115263 -2.3627e-05 0.000714917 0.00062229 8.46552e-05 0.000393531 -9.40372e-05 0.000161528
internal_weight=0 0.0286357 0.0272839 0.0261113 0.0233234 0.0220172 0.00678382 0.0152334 0.00515498 0.00336917 0.014029 0.00294847 0.0110805 0.00943873 0.00829142 0.00213161 0.00278789 0.00699902 0.00256512 0.0044339 0.00244803
internal_count=3121 3020 2543 2490 2289 2193 610 1583 478 404 1417 348 1069 608 510 153 201 439 114 325 68
is_linear=0
shrinkage=0.00142833


Tree=1814
num_leaves=23
num_cat=0
split_feature=1213 14 1374 457 11 484 50 3 15 3 2 3 40 1 12 3 16 1 0 52 0 0
split_gain=0.000480958 0.000378514 0.0003895 0.000483008 0.000321582 0.000252891 0.000312929 0.000317564 0.000363057 0.000360141 0.000260975 0.000326804 0.000441757 0.000427628 0.000406933 0.000394851 0.000341191 0.000250986 0.000207738 0.000177723 0.000169631 0.000105654
threshold=-1.0000000180025095e-35 0.062655000000000016 -0.094929999999999987 0.080930000000000016 0.088215000000000002 -1.0000000180025095e-35 0.099210000000000007 -0.10519499999999998 -1.0000000180025095e-35 -0.08824499999999999 0.13712500000000002 0.13524500000000003 0.051255000000000002 0.092695000000000013 0.090020000000000017 -0.0063699999999999989 -0.056919999999999991 0.086105000000000015 0.056435000000000006 -0.0064899999999999992 -0.10224499999999999 -0.10011499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 -4 7 8 -7 -9 11 12 13 14 19 -15 -17 -5 -10 -11 -13 -21
right_child=1 -3 3 17 -6 6 -8 9 18 10 -12 20 -14 15 -16 16 -18 -19 -20 21 -22 -23
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leaf_weight=0.0013124250775068394 0.0011424594266760115 0.0010502432046277646 0.0013565285685614428 0.0010352496295236149 0.00129568990157125 0.0010405425415377922 0.0013773615604383829 0.0012455974942699949 0.0011204174076198036 0.001033496419107216 0.0010831047552551662 0.0010399468588584426 0.0010140708812435015 0.0017139948405206565 0.0013407311334720506 0.0016331253523755862 0.001245763808412903 0.0017376015289591318 0.0016195079728902328 0.0014891982893461241 0.0010029555207350391 0.0015393180094474164
leaf_count=491 53 90 436 76 96 62 191 176 41 158 115 50 37 167 324 66 46 125 45 51 30 195
internal_value=0 1.71788e-05 5.10931e-05 8.84591e-05 1.83753e-05 6.09431e-05 0.000101986 5.28087e-05 0.000438686 -4.20335e-05 2.54655e-05 8.36296e-05 -1.76586e-05 -0.00011247 0.000170924 -0.000445835 -0.000782032 0.00067462 0.000154892 0.00040523 0.000629496 0.000586809
internal_weight=0 0.0281569 0.0271067 0.0259642 0.0231914 0.0218957 0.0205391 0.0191618 0.00378047 0.0153813 0.0141357 0.0130526 0.0110097 0.00999563 0.00540274 0.00459288 0.00287889 0.00277285 0.00273993 0.00406201 0.0020429 0.00302852
internal_count=3121 2630 2540 2487 2286 2190 1754 1563 148 1415 1239 1124 1044 1007 728 279 112 201 86 404 80 246
is_linear=0
shrinkage=0.00148603


Tree=1815
num_leaves=14
num_cat=0
split_feature=11 48 0 2 151 2 4 15 4 15 2 13 47
split_gain=8.59672e-05 0.000127842 0.000257498 0.00015725 0.000117505 0.00015375 0.000129427 0.0001787 0.000113431 0.000313361 9.80529e-05 7.38172e-05 6.48963e-05
threshold=0.081790000000000015 0.016865000000000002 -0.20211999999999997 0.10252500000000002 -0.00099499999999999979 0.10882500000000002 0.16173500000000005 0.088655000000000025 -0.084369999999999987 -0.016799999999999995 0.093175000000000022 -0.011289999999999998 0.096475000000000019
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 10 -4 -1 6 7 8 11 12 -3 -6 -10
right_child=-2 2 3 -5 5 -7 -8 -9 9 -11 -12 -13 -14
leaf_value=-0.0019281746596218812 -0.0014629290235556047 0.00078581600487982869 0.00066767184709586307 0.0034829507113125018 -0.00026551499250780051 0.0015441378086576637 0.0012802071387817693 -0.0026251259379049484 -0.00018018334021078296 0.0021438493200111536 -0.0017233436883931363 -0.0024860605368722814 -0.0023345186777599188
leaf_weight=0.001325609335864634 0.0013763078611590531 0.001006480867019377 0.0014180687924793814 0.0014474569890712552 0.0011195909915418245 0.0018497244234213827 0.0014539420872778062 0.0013872235110407583 0.0010021597427135008 0.0018790916762065624 0.0012740430446172013 0.001044951608937271 0.0010172690563997056
leaf_count=314 175 38 315 183 126 339 142 537 304 276 44 231 97
internal_value=0 9.76137e-05 0.000890687 0.00208975 -0.000240246 -3.21796e-05 -0.000359637 -0.000679656 -0.000234535 0.000377857 -0.000615957 -0.0013375 -0.00126541
internal_weight=0 0.0172256 0.00514605 0.00286553 0.0120796 0.010754 0.00890423 0.00745029 0.00606306 0.00389852 0.00228052 0.00216454 0.00201943
internal_count=3121 2946 580 498 2366 2052 1713 1571 1034 677 82 357 401
is_linear=0
shrinkage=0.00600863


Tree=1816
num_leaves=22
num_cat=0
split_feature=1213 14 1374 457 11 13 132 52 39 133 52 42 4 151 52 16 4 4 15 1 47
split_gain=0.000482631 0.000307862 0.00046912 0.000480501 0.000368467 0.000308727 0.000445036 0.000407186 0.000274065 0.000274924 0.000265843 0.000420049 0.000274765 0.000346933 0.00022465 0.000229665 0.000195633 0.000370818 0.000152053 0.000146344 0.000122464
threshold=-1.0000000180025095e-35 0.054835000000000009 -0.094929999999999987 0.080930000000000016 0.088215000000000002 -0.091559999999999989 0.080640000000000017 0.10160000000000001 0.0046100000000000004 0.090310000000000015 0.077655000000000016 0.083995000000000014 -0.031404999999999995 -0.0077149999999999988 -0.081934999999999994 -0.25582999999999995 0.24564500000000003 -0.077679999999999985 -0.10324499999999999 0.086920000000000011 0.12209500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 7 8 16 9 10 12 -12 -7 -14 -15 -16 17 -4 -17 -5 -10
right_child=1 -3 3 19 -6 6 -8 -9 20 -11 11 -13 13 14 15 18 -18 -19 -20 -21 -22
leaf_value=-0.00096087922714589485 -0.00095681283025726325 -0.00079339592873830481 0.0010295110232960564 0.00032985775297447728 -0.00081683796084895839 -0.000872003925028772 0.00093651930491628029 -0.00040720046878947819 0.00080994228259270338 -0.00087678288613550254 -0.00029909590099762962 0.0008186200001238413 -0.00092149340145669624 0.00070063116326462432 0.00044490006798309086 -0.0008427898384356572 0.0012121681123857526 -9.0223858508824408e-05 -5.5951417466678028e-05 0.0010881169726638979 4.3892895087399164e-05
leaf_weight=0.0012432435030009228 0.0010416102910699712 0.0010466815053660197 0.0014064171852088414 0.001100827283769589 0.0011617188345525156 0.00150248258988656 0.0011258687836738232 0.0011393413691283549 0.0010605212006642032 0.0012779688731378866 0.0016545732373227651 0.0016904830909982294 0.001084837490465119 0.0010760258141630759 0.0012140891123664206 0.0010642618966942826 0.0011442884687592469 0.0015418263723345716 0.001433377198902532 0.0014894228197764314 0.0010163322156699905
leaf_count=491 53 96 52 78 93 262 178 73 194 378 233 139 129 119 39 34 86 86 166 123 19
internal_value=0 4.46558e-05 7.9428e-05 0.000124058 4.70731e-05 9.61915e-05 -1.75313e-05 0.000426605 -9.38467e-05 -0.000185401 -0.00010298 0.000265762 -0.000270227 -0.000116264 6.61891e-05 -0.000117735 0.000658732 0.00044393 -0.000391229 0.000765865 0.000435067
internal_weight=0 0.026273 0.0252263 0.0241847 0.0215944 0.0204327 0.0152008 0.00523187 0.014075 0.0119981 0.0107201 0.00334506 0.00737507 0.00587259 0.00478775 0.00371173 0.00409253 0.00294824 0.00249764 0.00259025 0.00207685
internal_count=3121 2630 2534 2481 2280 2187 1890 297 1712 1499 1121 372 749 487 358 239 224 138 200 201 213
is_linear=0
shrinkage=0.00157699


Tree=1817
num_leaves=14
num_cat=0
split_feature=12 156 484 52 2 1 42 52 42 52 4 15 2
split_gain=8.01845e-05 8.46184e-05 0.000100961 9.72562e-05 0.000144818 0.000102752 0.000131045 0.000132722 0.000119467 0.000100391 0.000196333 5.91663e-05 5.30058e-05
threshold=0.11650500000000001 0.091255000000000017 -0.0068949999999999992 -0.081429999999999989 0.092120000000000021 0.11551000000000002 -1.0000000180025095e-35 -0.0064899999999999992 0.091545000000000015 0.10898500000000001 -1.0000000180025095e-35 -0.028889999999999996 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 11 6 -5 -8 9 10 -9 -4 -12
right_child=-2 -3 3 5 -6 -7 7 8 -10 -11 12 -13 -14
leaf_value=-0.0017953305952206416 -0.0019888900460147004 -0.0018811191835898895 -0.00099584592749615928 -0.0021475119818627729 0.0032515785561253101 0.0016891807530092092 -0.0019409286900600841 0.0034248973001471963 -0.0012712272134462492 -0.00067640606977273344 -0.0010606311935526791 0.0014687492965043192 0.0011898647328090093
leaf_weight=0.0012227789093059707 0.0010462398319467233 0.0010865040242175527 0.0010514076543284012 0.0015900211867801986 0.001433780272018792 0.0017827622776105988 0.0013641618951259482 0.0018210388005097389 0.0015010545004120468 0.0013414961920236168 0.0010032192520832289 0.001038914553869172 0.0012750725237931446
leaf_count=455 147 264 166 584 218 219 152 222 321 158 35 91 89
internal_value=0 9.85179e-05 0.000229464 0.000392319 0.00145879 7.05113e-05 -0.00022109 0.000147684 0.000558121 0.00106282 0.00163197 0.000229087 0.000198885
internal_weight=0 0.0175122 0.0164257 0.0152029 0.0035241 0.0116788 0.00989606 0.00830604 0.00694188 0.00544083 0.00409933 0.00209032 0.00227829
internal_count=3121 2974 2710 2255 475 1780 1561 977 825 504 346 257 124
is_linear=0
shrinkage=0.00732449


Tree=1818
num_leaves=25
num_cat=0
split_feature=14 1213 3 480 1374 457 453 158 49 39 52 4 15 13 52 15 0 1 13 13 2 42 43 48
split_gain=0.000450326 0.000447916 0.000336897 0.000303608 0.000326719 0.000510493 0.000351393 0.000336944 0.000367245 0.000326563 0.000525786 0.000309279 0.000673931 0.000352456 0.000455515 0.000354799 0.000410241 0.00027635 0.00021743 0.000377853 0.000146524 0.00010726 0.000101204 9.86984e-05
threshold=0.076175000000000007 -1.0000000180025095e-35 0.30112000000000005 1.0000000180025095e-35 -0.094929999999999987 0.080930000000000016 1.0000000180025095e-35 0.087355000000000016 0.10542000000000001 0.13507500000000003 0.11434500000000002 0.40473500000000007 -0.10469999999999999 -0.0034749999999999994 -0.087284999999999988 0.035560000000000008 -0.10096999999999999 0.086105000000000015 -0.017449999999999997 -0.084034999999999985 0.10222000000000002 0.080840000000000009 -1.0000000180025095e-35 0.11077000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 6 7 8 9 10 11 12 -6 18 -15 16 -16 -7 19 20 22 -12 -14 -10
right_child=-2 2 -4 -5 5 17 -8 -9 23 -11 21 -13 13 14 15 -17 -18 -19 -20 -21 -22 -23 -24 -25
leaf_value=-0.00082967323955427058 -0.00097265527531068625 -0.00070212080047256733 0.00086000093695176897 -0.00074402330017210637 -0.0007885364795313602 8.1320878063120762e-05 -0.00075570284781432116 -0.00074260025218417746 0.00095802716556727503 0.00080794167604000236 -0.0010161998100854982 0.00077105282123839537 0.0004401019743732477 -0.00098761701890185197 0.00095221010551874521 -0.00043841613771004845 -8.2567856084112315e-05 0.0010122938701370423 0.00094927852639304072 -0.00040132883649854302 8.6232100778246395e-05 -0.00036571484786282688 0.0010883682465283096 0.00034420197660788981
leaf_weight=0.0012815720076271289 0.0010169209326220665 0.0011711905351496901 0.0010515952568153067 0.0010619764367263548 0.0019169487562189407 0.0010848323076335644 0.0012006115674419995 0.0010701363055424648 0.0011255966435953493 0.0010711424502787273 0.0010878790057019519 0.0012446280218602552 0.0010361259124888889 0.0010187478076093548 0.0014264086836703882 0.0018183708609225135 0.0018916334882285316 0.0017991803452344357 0.0012270292323721677 0.0013054137585715164 0.001030640019784812 0.0010645554353619913 0.0010088246723540762 0.0010987308004481167
leaf_count=477 101 50 130 238 110 74 67 196 144 23 84 110 125 147 24 113 54 114 164 279 29 184 38 46
internal_value=0 1.30872e-05 5.05733e-05 1.99115e-05 5.02981e-05 8.48189e-05 1.1292e-05 5.42371e-05 9.60934e-05 2.76136e-05 -2.13313e-05 7.57497e-05 1.24906e-05 0.000143027 -9.76876e-05 7.88195e-05 0.000362278 0.000662105 0.000407227 0.000255409 0.000534157 -0.000694482 0.000759908 0.000654822
internal_weight=0 0.0300938 0.0288122 0.0277606 0.0266986 0.0255274 0.0226434 0.0214428 0.0203727 0.0181483 0.0170772 0.0149248 0.0136801 0.0117632 0.00615516 0.00513641 0.00331804 0.00288401 0.00560803 0.004381 0.00307559 0.00215243 0.00204495 0.00222433
internal_count=3121 3020 2543 2413 2175 2125 1937 1870 1674 1484 1461 1193 1083 973 338 191 78 188 635 471 192 268 163 190
is_linear=0
shrinkage=0.00145689


Tree=1819
num_leaves=24
num_cat=0
split_feature=14 1213 1374 457 11 13 132 13 52 2 39 16 133 52 42 4 151 52 16 0 51 1 13
split_gain=0.000501761 0.000455491 0.000457655 0.000452182 0.000459801 0.000283229 0.000559653 0.000538086 0.000380639 0.000329999 0.00028755 0.000277859 0.0002719 0.000303582 0.000405189 0.000255881 0.00039782 0.00027547 0.000383488 0.000296596 0.00022764 0.000206746 0.00014001
threshold=0.076175000000000007 -1.0000000180025095e-35 -0.094929999999999987 0.080930000000000016 0.088215000000000002 -0.082014999999999991 0.080640000000000017 -0.53104499999999988 0.11434500000000002 0.10005000000000001 0.084405000000000008 -0.16927999999999996 1.0000000180025095e-35 0.08976000000000002 0.086555000000000007 -0.031404999999999995 -0.0077149999999999988 -0.081934999999999994 -0.056919999999999991 -0.11437499999999999 -0.25354999999999994 0.086105000000000015 -0.28558999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 7 10 -4 9 11 12 -9 13 15 -15 -7 -17 -18 19 -19 -12 -5 -11
right_child=-2 2 3 21 -6 6 -8 8 -10 22 20 -13 -14 14 -16 16 17 18 -20 -21 -22 -23 -24
leaf_value=-0.00087873210689398771 -0.0010661780507093441 -0.0008814080360524493 -0.00065351056441706717 0.00014361666124726701 -0.00085743979646176632 -0.0007708143856257376 0.00093747469001283462 0.0009061425874035908 -0.00024427918318421066 0.0015159272172309405 -0.00010000473703381613 -8.7875317284689266e-05 -0.00086477754390962963 -0.00017268106160524404 0.0010734584305529338 -0.00089718347123173838 0.00073486048902818638 -0.00043429766642269274 -0.00076944185187967937 0.00061510545847377751 0.00091650102351990197 0.00099232135018930117 0.00075867205003907266
leaf_weight=0.001256752933123966 0.0010231445183479506 0.0011514052273202671 0.0010998630365914863 0.0010619332775330106 0.0012782617039679414 0.0018574307258109445 0.0012364915608889535 0.0011080833424517711 0.0012646425293169061 0.0010601621939365646 0.0010245087481335347 0.0015496187075400665 0.0013182470897920026 0.0014924913785293601 0.0010019293009223551 0.0012508901100947156 0.0010837153913761388 0.0010001944718638356 0.0013917587032625852 0.0016226403011073143 0.0010004035347939222 0.0017398946697906315 0.0011912979612178631
leaf_count=477 101 53 31 76 96 292 159 47 144 65 17 358 388 141 64 49 57 41 66 45 161 125 68
internal_value=0 1.38266e-05 5.4197e-05 9.46431e-05 2.69262e-05 7.70474e-05 -4.01414e-05 0.00032324 0.000497249 0.000688273 -0.000126213 0.000326563 -0.000215236 -0.00013522 0.000327853 -0.000275972 -0.000131208 5.67276e-05 -0.00012633 0.000214925 0.000402198 0.00067065 0.00111525
internal_weight=0 0.0290426 0.0277859 0.0266345 0.0238326 0.0225544 0.0152807 0.00727367 0.0061738 0.00490916 0.0140442 0.0026577 0.0120193 0.0107011 0.00249442 0.00820663 0.0063492 0.00509831 0.00401459 0.00262283 0.00202491 0.00280183 0.00225146
internal_count=3121 3020 2543 2490 2289 2193 1480 713 682 538 1321 405 1143 755 205 550 258 209 152 86 178 201 133
is_linear=0
shrinkage=0.00151575


Tree=1820
num_leaves=25
num_cat=0
split_feature=1213 14 1374 457 160 11 1 376 40 484 3 15 3 43 0 13 4 15 51 2 0 16 4 52
split_gain=0.000442127 0.000412882 0.000359376 0.000502857 0.000361166 0.000361715 0.000283182 0.000274203 0.000545334 0.000447161 0.000290107 0.000564712 0.00037975 0.000690555 0.000438644 0.000530501 0.000394027 0.000351851 0.000311668 0.0002565 0.000150375 0.000136534 0.000272578 4.34896e-05
threshold=-1.0000000180025095e-35 0.076175000000000007 -0.094929999999999987 0.080930000000000016 -0.40698999999999991 0.088215000000000002 0.086105000000000015 0.11430500000000002 -0.013874999999999998 -1.0000000180025095e-35 -0.10519499999999998 -0.010414999999999999 -0.078934999999999991 -0.074359999999999996 -0.072894999999999988 -0.089109999999999981 -0.076229999999999978 0.090455000000000021 0.012085000000000002 0.092365000000000017 -0.076899999999999982 -0.059624999999999991 0.053180000000000012 0.088185000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 -4 7 -5 8 20 -10 11 -11 16 -14 17 -16 23 18 21 -13 -6 -15 -23 -12
right_child=1 -3 3 6 5 -7 -8 -9 9 10 12 19 13 14 15 -17 -18 -19 -20 -21 -22 22 -24 -25
leaf_value=-0.00093273194850850602 -0.00080518932879525729 -0.0009724228507270033 -0.00092097647798315414 -7.5668801714703801e-05 0.00029706317743636966 -0.00078356482281257789 0.00085476838726903639 -0.00074336819389780678 -0.00094019332319587097 0.0011555674442805908 -0.00037204017514462539 -0.00058925979773310436 0.00081086846268553709 -0.00057619786617578678 6.6600834825739478e-06 -0.001282522075548877 -0.0011777136388286705 0.00071762537524173889 0.00054108824407601266 0.00030882796545833786 0.0010459199738670111 -0.00062455969806535965 0.00031494441187019962 3.7065378846088376e-05
leaf_weight=0.0014231609021582705 0.0013560749531329455 0.0011085835838664506 0.0010817754613003929 0.0010302730807172358 0.0010809144656220016 0.0014010707317240181 0.0016994871624134711 0.0010645315479639863 0.0011399208662952317 0.0010978187292099983 0.0010344472122767378 0.0010206921733981649 0.0017258850475099794 0.0018489031350660276 0.0012209846346042941 0.0012842481849905272 0.0012159883840969776 0.0012059533990873561 0.0011185709532003374 0.0016028823361100564 0.0010238809659776004 0.0010335736674850771 0.0014622321327245613 0.0010041192661844889
leaf_count=491 53 87 201 76 122 96 125 26 419 54 221 35 74 109 44 130 324 57 43 49 105 49 34 97
internal_value=0 -0.000133849 -0.000101519 -6.66909e-05 -0.000129798 -9.35118e-05 0.0005036 -4.99333e-05 -1.49831e-05 -8.9842e-05 -3.56175e-05 0.000312293 -0.000127085 -1.75695e-06 -0.000154627 -0.000654209 -0.000546841 3.30364e-05 -0.000118078 -4.05698e-05 0.000661346 -0.000287785 -7.4127e-05 -0.000170531
internal_weight=0 0.0298628 0.0287542 0.0273982 0.0246684 0.0235866 0.00272976 0.0221855 0.021121 0.0190162 0.0178763 0.00372139 0.0141549 0.0109004 0.00917447 0.00250523 0.00325455 0.00666923 0.00546328 0.00262357 0.0021048 0.00434471 0.00249581 0.00203857
internal_count=3121 2630 2543 2490 2289 2088 201 1992 1966 1739 1320 138 1182 540 466 174 642 292 235 84 227 192 83 318
is_linear=0
shrinkage=0.00140032


Tree=1821
num_leaves=23
num_cat=0
split_feature=1213 14 1374 457 11 453 16 16 124 484 2 133 42 47 52 4 3 52 2 0 16 15
split_gain=0.000522547 0.000300626 0.000409976 0.000475966 0.000363283 0.000240032 0.000473656 0.000261608 0.000384789 0.000277137 0.000300214 0.000295655 0.000300319 0.000558381 0.00032757 0.000325826 0.000311866 0.000268737 0.000265619 0.000334457 0.000262788 0.000163812
threshold=-1.0000000180025095e-35 0.054835000000000009 -0.094929999999999987 0.080930000000000016 0.088215000000000002 1.0000000180025095e-35 -0.51370499999999997 -0.36241499999999999 -0.043384999999999993 -1.0000000180025095e-35 0.11293500000000002 0.090310000000000015 0.083995000000000014 0.09550500000000002 0.083680000000000018 0.09173000000000002 0.076840000000000006 -0.081429999999999989 0.10045500000000002 -0.10151999999999999 0.10246000000000001 -0.090344999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 6 -4 -8 -9 -10 11 12 13 17 15 -14 -15 -11 19 -19 -12 -5
right_child=1 -3 3 21 -6 -7 7 8 9 10 20 -13 14 16 -16 -17 -18 18 -20 -21 -22 -23
leaf_value=-0.00094866252258671269 -0.00080731993104037189 -0.00075768594061494218 0.00087049405307951342 0.0011391271720885064 -0.00077575931490402375 -0.00060914820330344288 -0.0006000590958702872 0.00095734483849442033 -0.00069377422094884437 0.00021365810926884235 0.00093638929360042331 -0.00054238965170608623 -0.00058902041683587506 0.0011107224432684701 0.00088265032781874298 0.00058009966256036935 -3.6310877199663171e-05 -0.00033000780421531495 3.8403903446373517e-05 -0.0014087562265264395 -2.8228573174084094e-05 0.00038749463229956254
leaf_weight=0.0012896667513166418 0.0011779311961319641 0.0010585369402056335 0.0016236141170461104 0.0010488157387718022 0.0012012553477074297 0.0011101640795111436 0.0013351047263868423 0.0010437387119607696 0.0010996251966533524 0.0012518170872584068 0.0015218450809839643 0.0019817190666896753 0.0010162251729695648 0.0010491489389311548 0.001777447282612088 0.0010921424082113163 0.0010446362274665333 0.0013263943530503683 0.0010628283634639413 0.0012170316451583204 0.0010567105438288316 0.0016439535259346041
leaf_count=491 53 96 79 61 93 74 178 123 399 122 108 310 163 27 138 16 17 33 40 277 83 140
internal_value=0 1.89889e-05 4.98012e-05 8.9388e-05 1.96399e-05 6.38541e-05 0.0001003 3.40534e-05 8.2317e-05 2.69574e-05 7.84275e-05 -1.46331e-05 8.18696e-05 -0.000103075 0.000412742 1.65882e-05 0.000538442 -0.000379563 -0.000585484 -0.00084619 0.000541082 0.000680251
internal_weight=0 0.0277407 0.0266821 0.0255042 0.0228114 0.0216102 0.0205 0.0188764 0.0175413 0.0164976 0.0153979 0.0128194 0.0108377 0.00695186 0.00388581 0.00210837 0.00209379 0.00485807 0.00360625 0.00254343 0.00257856 0.00269277
internal_count=3121 2630 2534 2481 2280 2187 2113 2034 1856 1733 1334 1143 833 516 317 179 44 472 350 310 191 201
is_linear=0
shrinkage=0.00148603


Tree=1822
num_leaves=15
num_cat=0
split_feature=147 11 52 52 13 1 0 47 15 2 0 1 2 133
split_gain=7.56838e-05 0.00013283 0.000123026 0.000160378 0.000126508 0.000150868 0.000170865 0.000126828 0.000119996 0.000202096 0.000200776 0.000170251 0.000124519 5.18203e-05
threshold=0.087350000000000025 0.081790000000000015 0.19022000000000003 0.10347000000000002 -0.0034749999999999994 0.08844500000000001 -0.084044999999999995 0.08265500000000002 0.035560000000000008 0.11215000000000001 -0.10096999999999999 0.094465000000000007 0.08622500000000001 0.0033250000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 -1 -7 9 10 11 12 -6 -8
right_child=-2 -3 -4 -5 8 7 13 -9 -10 -11 -12 -13 -14 -15
leaf_value=-0.0018613826365621198 0.0014191996905555848 -0.0018635974875761698 -0.0016716791901143992 0.0017815936946468549 0.0014834304988700724 0.0025957803206515468 0.0016294485156317698 0.00025363194441943977 -0.0020927884108534142 -0.0024518419189039384 -0.0013594722465145705 0.0028360184100654226 -0.0012450176253716683 -0.00015523584729702002
leaf_weight=0.0013304142276836708 0.0010913180089303495 0.0012946416192152191 0.0012745000887548754 0.001732869407102656 0.0010836140464789423 0.0015408034272532747 0.0010410882865149462 0.0014282587966376117 0.0013311784964093257 0.0010627209499091128 0.0016215930723376352 0.0011464934821665551 0.0010615564789375753 0.0010452701580859342
leaf_count=652 146 172 338 228 23 398 199 135 236 103 187 36 38 230
internal_value=0 -0.000116429 1.90149e-05 0.000158702 -4.66777e-05 0.000535492 -0.000275779 0.0014691 -0.000555445 -0.000212994 0.000271261 0.00107462 0.000133234 0.000735318
internal_weight=0 0.017995 0.0167004 0.0154259 0.013693 0.00638583 0.00341677 0.00296906 0.00730716 0.00597598 0.00491326 0.00329166 0.00214517 0.00208636
internal_count=3121 2975 2803 2465 2237 1614 1081 533 623 387 284 97 61 429
is_linear=0
shrinkage=0.00566207


Tree=1823
num_leaves=23
num_cat=0
split_feature=1213 456 128 1374 457 484 13 13 133 40 47 43 4 3 4 4 16 16 12 3 1 0
split_gain=0.000499205 0.000324025 0.000307312 0.000333862 0.000416011 0.000326814 0.000395673 0.000391548 0.000322786 0.000367075 0.00048069 0.000454978 0.00064785 0.000411597 0.000284087 0.000473571 0.000269873 0.00018487 0.000165181 0.000147947 0.000119556 0.000490171
threshold=-1.0000000180025095e-35 0.087485000000000021 0.086435000000000012 -0.094929999999999987 0.088350000000000026 -0.0068949999999999992 -0.53104499999999988 -0.42195999999999995 0.093615000000000018 0.05433000000000001 0.13148500000000005 -0.08287499999999999 -0.031404999999999995 -0.078344999999999984 -1.0000000180025095e-35 0.053180000000000012 -0.088159999999999988 -0.5315899999999999 0.084290000000000018 -0.10831999999999999 0.111945 -0.10224499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 -5 -7 -8 9 10 11 18 13 16 -14 -16 -13 -17 -9 -20 21 -19
right_child=1 -3 -4 4 -6 6 7 8 -10 -11 -12 12 14 -15 15 17 -18 20 19 -21 -22 -23
leaf_value=-0.00092216984042500783 -0.00070932599551100058 -0.00075797598111607036 -0.00074989640052149846 -0.0006187385219614211 0.00088387553483092087 -0.00080059991253647708 0.0011023643159837706 0.0011331676701419415 -0.00047636510791261376 0.0011031542089211506 -0.00082110115049163432 0.00045970422846209225 0.00088577582932228272 -0.0010362271174739366 -0.00077336705283597904 -0.00021832900324091661 -0.00060339490273397258 -0.0004277710858225038 0.00080015445664398323 3.5296892420116438e-05 0.00083561800099484342 0.00090405196626545687
leaf_weight=0.0013665457455057086 0.0011590170417994363 0.0011819626493894666 0.0010532469115219203 0.0014733512725796016 0.0016743470983605338 0.0010325984692300906 0.0010446511739162735 0.0012846557876885706 0.0018906378510332297 0.0010049262755302815 0.0011555414323538562 0.0012532217772607268 0.0016661874154277794 0.001650405034972313 0.0010627801144930454 0.0010679338959343936 0.001048160040639623 0.001207768352643912 0.0013124952601279993 0.0011206495080808843 0.0015964874410104579 0.0014579357219484208
leaf_count=491 40 165 150 384 94 31 59 141 334 35 25 83 147 168 123 39 206 51 55 147 105 48
internal_value=0 3.44965e-05 6.89115e-05 0.000101873 0.000139474 8.60508e-05 0.00013356 0.000179881 0.000131161 0.000195368 0.000141338 0.000212045 6.57492e-05 -0.000447022 0.000317187 0.000168996 -2.44823e-05 0.000356895 0.000684675 0.000447879 0.000501023 0.000300634
internal_weight=0 0.028399 0.027217 0.0261638 0.0250047 0.0233304 0.021857 0.0208244 0.0197798 0.0178891 0.0168842 0.0157287 0.0120109 0.00395179 0.00805909 0.00639291 0.00230138 0.00533013 0.0037178 0.00243314 0.00426219 0.0026657
internal_count=3121 2630 2465 2315 2275 2181 1797 1766 1707 1373 1338 1313 970 457 513 366 289 243 343 202 204 99
is_linear=0
shrinkage=0.00154607


Tree=1824
num_leaves=25
num_cat=0
split_feature=1213 1456 475 453 38 124 40 3 2 47 42 4 1 1 2 15 150 2 52 3 15 403 12 15
split_gain=0.000549469 0.000409031 0.000340014 0.000331261 0.000354916 0.00063839 0.000351126 0.000436845 0.000352078 0.000307156 0.000720299 0.000363775 0.000414883 0.000581251 0.00023424 0.000227233 0.000425984 0.000203136 0.000161228 0.000390412 0.000239845 0.00041387 0.000218883 0.000146629
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.084049999999999986 1.0000000180025095e-35 1.0000000180025095e-35 -0.043384999999999993 -0.063404999999999989 0.10299500000000002 0.11215000000000001 0.09550500000000002 0.079510000000000011 0.27834500000000006 0.091095000000000023 0.095285000000000022 0.11682500000000001 -0.094549999999999981 0.078525000000000011 0.097845000000000015 0.090245000000000006 -0.11255999999999998 0.088235000000000022 0.03138500000000001 0.081420000000000006 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 5 -4 -7 9 17 11 -11 12 15 -14 -10 -8 18 -9 20 -20 22 -22 -17 -15
right_child=1 2 3 -5 -6 6 7 8 14 10 -12 -13 13 23 -16 16 -18 -19 19 -21 21 -23 -24 -25
leaf_value=-0.00087622215417533858 -0.00083599098896903026 -0.00075584372560308626 0.0011107876769503623 -0.00062714325717282745 -0.0006966124460161873 -0.00053620169965184962 0.00064517241021169378 0.00041298959234930968 -0.00038258050881576446 0.001184979257948574 -0.00024819027600269593 0.00062170170256428713 -0.0013717161896425335 0.00023553325116439983 0.00050556635628354286 0.00039997764009124697 -0.00090741171211231075 0.0012217521012243189 0.00042704408492496844 -0.00074161569145009189 -5.8689001083758009e-05 0.0012019295064611187 -0.0004871901573698927 -0.00049399392599277277
leaf_weight=0.0014728995321294782 0.0011011551645955233 0.00102544590306236 0.0013395963621346879 0.0012799365392626152 0.0010484143326784092 0.0016601951723287092 0.0010701057985782409 0.0010977752103837881 0.0010558584364446233 0.0014125908060892414 0.0014496397187047094 0.0014494390189724879 0.0011744970218281478 0.0011158503528765351 0.0014213653883754507 0.0010367221024285625 0.0010407971037626473 0.001498326050963783 0.0010422625353925241 0.0013239953416175343 0.0010475280013415578 0.001078165514619478 0.0012531565150420282 0.0011325641491328753
leaf_count=491 258 218 202 72 59 98 108 39 23 45 86 100 94 90 100 46 74 40 27 246 136 16 390 63
internal_value=0 1.79358e-05 5.14532e-05 8.20813e-05 0.000117336 0.000151884 9.68969e-05 0.000145332 0.000512208 3.33905e-05 0.000459119 -5.51329e-05 -0.00013479 -0.000557343 0.000127015 2.78551e-05 -5.65915e-05 0.000879763 7.39825e-05 -0.000226858 0.0002352 0.000580705 -8.55329e-05 -0.000131942
internal_weight=0 0.0291554 0.0280542 0.0270288 0.0257488 0.0247004 0.0233608 0.0217006 0.00507333 0.0166273 0.00286223 0.0137651 0.0123156 0.00342291 0.00247722 0.00889273 0.00782263 0.0025961 0.00678183 0.00236626 0.00441557 0.00212569 0.00228988 0.00224841
internal_count=3121 2630 2372 2154 2082 2023 1821 1723 202 1521 131 1390 1290 247 123 1043 935 79 861 273 588 152 436 153
is_linear=0
shrinkage=0.00142833


Tree=1825
num_leaves=14
num_cat=0
split_feature=4 15 151 48 51 40 47 3 3 15 0 3 42
split_gain=7.72731e-05 0.000122212 0.000156544 0.000108781 0.000215875 0.00014631 0.000214314 0.000186211 0.000126361 0.000220504 0.000136628 8.28255e-05 7.1201e-05
threshold=0.27287000000000006 -0.11713499999999999 -0.086944999999999981 0.093265000000000015 0.08955500000000001 -1.0000000180025095e-35 0.09550500000000002 0.092670000000000016 -0.082974999999999979 0.090455000000000021 -0.10474999999999998 0.10893000000000001 0.083995000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 -4 7 8 12 10 -10 -2 -7
right_child=11 2 3 -5 -6 6 -8 -9 9 -11 -12 -13 -14
leaf_value=-0.0017817343128229419 0.0016439221434862115 0.0016923582529801827 -0.0017754990052893881 0.0010316684986547702 -0.0026925182221226134 -0.00062599899290516825 0.0018689219089031552 0.0014890020276267016 -0.00075793643800590874 0.00065942473484480375 -0.0032937913474981638 -0.00022942880972133089 0.00082971850018822831
leaf_weight=0.001176658060236699 0.0014518151218465376 0.0013163846235211265 0.0013527011644516871 0.0017381018319537764 0.0010027193065635801 0.0019357531986912832 0.001516332389224718 0.0013852467659951628 0.0010132577469363383 0.0010562810885144658 0.0013638618852876688 0.0011631184467539579 0.0017509143036586183
leaf_count=212 233 178 112 187 255 572 84 85 53 313 466 119 252
internal_value=0 -0.000156748 -3.28428e-05 -0.000193736 -0.000365818 -0.000160705 5.72565e-05 -0.000265728 -0.00060712 -0.00132921 -0.00221287 0.000810659 6.5367e-05
internal_weight=0 0.0166082 0.0154316 0.0141152 0.0123771 0.0113743 0.0100216 0.00850531 0.00712007 0.0034334 0.00237712 0.00261493 0.00368667
internal_count=3121 2769 2557 2379 2192 1937 1825 1741 1656 832 519 352 824
is_linear=0
shrinkage=0.00523088


Tree=1826
num_leaves=23
num_cat=0
split_feature=14 1213 1374 457 3 484 453 4 160 50 484 133 42 15 13 0 43 133 0 1 12 0
split_gain=0.000609684 0.000568016 0.000492034 0.000485936 0.000318554 0.00039551 0.000364376 0.000375181 0.000347899 0.000469968 0.000263513 0.000272289 0.000239497 0.000376631 0.000362835 0.000615608 0.000417472 0.000326077 0.000298475 0.00020858 0.000190714 0.000147891
threshold=0.076175000000000007 -1.0000000180025095e-35 -0.094929999999999987 0.080930000000000016 0.30112000000000005 -1.0000000180025095e-35 1.0000000180025095e-35 0.40473500000000007 -0.091944999999999985 0.088280000000000011 0.079595000000000013 0.10722500000000001 0.09832500000000001 0.097485000000000016 -0.082014999999999991 -0.10011499999999998 -0.15582499999999996 0.083950000000000011 -0.10224499999999999 0.086105000000000015 0.085055000000000006 -0.15202999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 -4 7 8 -7 10 11 12 13 14 17 18 -17 -10 -16 -5 -18 -9
right_child=-2 2 3 19 -6 6 -8 21 9 -11 -12 -13 -14 -15 15 16 20 -19 -20 -21 -22 -23
leaf_value=-0.00093085174340687155 -0.001106820763002317 -0.00087903095710664854 -0.00077292647196482308 0.00015848567079382851 0.00083266535781736624 -0.00057534017947452555 -0.00077418912912179778 0.00027493065128802622 9.0172283666517416e-05 0.00093723709384617524 0.00070733729327345494 -0.00073132330689304318 0.00051450808034007856 -0.00087495753355296775 -1.1434265225384782e-05 3.8686245960702382e-05 -0.00052152594049164626 0.001099403054068704 0.00097746258984678395 0.0010020963472180623 -0.0014085246310638648 0.0010444022079618388
leaf_weight=0.0013366482836824614 0.0011095778101797285 0.0011780767798335026 0.0013837053694772247 0.0010262325119487761 0.0010541301286532403 0.0019247876315087722 0.0011310777235595806 0.0010723462099243575 0.0019509419975399199 0.0013357801220781331 0.0011286988601399992 0.0011513653569607549 0.0018692943338294308 0.0011260412462144051 0.0018926739616320631 0.0014564889336767797 0.0010095901842570683 0.0011087249944956579 0.0010467633193265106 0.0017523473583530569 0.0011394289010692171 0.0011358204357143692
leaf_count=477 101 53 440 76 116 281 60 35 94 146 118 170 64 41 75 38 90 30 15 125 330 146
internal_value=0 1.54471e-05 6.08247e-05 0.000102299 3.39643e-05 -2.86001e-06 4.67468e-05 9.23782e-05 2.19787e-05 9.28795e-05 1.70814e-05 -3.95744e-05 2.36367e-05 -6.18738e-05 3.34519e-05 -0.00016403 -0.000575535 0.000455885 0.000340722 0.00069052 -0.00099182 0.000670726
internal_weight=0 0.029211 0.0278743 0.0266962 0.0239177 0.0228635 0.0214798 0.0203487 0.0181406 0.0162158 0.01488 0.0137513 0.0125999 0.0107307 0.00960461 0.00654495 0.00360551 0.00305967 0.00293944 0.00277858 0.00214902 0.00220817
internal_count=3121 3020 2543 2490 2289 2173 1733 1673 1492 1211 1065 947 777 713 672 548 458 124 90 201 420 181
is_linear=0
shrinkage=0.00148603


Tree=1827
num_leaves=15
num_cat=0
split_feature=50 15 15 159 151 12 15 2 4 16 3 1 1 3
split_gain=8.01743e-05 0.000185542 0.000128832 0.000115602 0.000148931 0.000128211 0.000233403 0.000195176 0.000235195 0.000171682 0.000138214 0.000149431 0.000154542 0.000103535
threshold=0.10647500000000001 -0.24436499999999997 -0.11713499999999999 0.091005000000000016 -0.086944999999999981 0.088305000000000008 0.024640000000000006 0.10402500000000002 0.16173500000000005 0.013515000000000001 0.11296500000000002 0.094465000000000007 0.089175000000000018 -0.014944999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 -4 6 10 8 9 -7 11 12 13 -6
right_child=-2 2 3 -5 5 7 -8 -9 -10 -11 -12 -13 -14 -15
leaf_value=0.0027557679157063073 -0.0018478523550539499 -0.0019965245488571407 0.0025243421014941639 -0.0021033015334370039 -0.00060098113300906622 -0.0009425369610722384 -0.0028621704053087126 -0.0016603649426496514 0.0043080698724515774 0.0022071258590090812 -0.0020570147145064894 0.0024738120475146486 -0.0022497909696953147 0.0024157573479427867
leaf_weight=0.0011535436918507216 0.0010927392303159969 0.0015576712614426237 0.0012514624763563251 0.001068877215357829 0.0010999959216269747 0.0016969187907160399 0.0016349707576657699 0.0011825002289014008 0.0010725412271866963 0.001603416565998439 0.001153819164865677 0.0014271909482769518 0.0011443010738201309 0.0010682927652434582
leaf_count=223 333 214 144 243 213 515 475 233 37 187 56 128 41 79
internal_value=0 7.72536e-05 -0.000104906 8.63732e-05 0.00024964 3.20675e-05 -0.000554842 0.000827439 0.00150018 0.000587678 8.52451e-05 0.000606742 -0.000197664 0.000885334
internal_weight=0 0.0181155 0.016962 0.0154043 0.0143354 0.0130839 0.00752857 0.00555538 0.00437288 0.00330034 0.0058936 0.00473978 0.00331259 0.00216829
internal_count=3121 2788 2565 2351 2108 1964 992 972 739 702 517 461 333 292
is_linear=0
shrinkage=0.00690203


Tree=1828
num_leaves=15
num_cat=0
split_feature=42 123 4 0 48 4 150 15 4 52 15 12 151 1
split_gain=7.24703e-05 0.000130939 0.000116155 0.000189344 0.000131422 0.000141151 0.000223088 0.00026291 0.000123885 0.000114787 0.000262659 0.000111256 0.000129117 8.25345e-05
threshold=-0.11051499999999999 1.0000000180025095e-35 -0.49405499999999997 -0.010949999999999998 0.12649500000000002 0.0061450000000000003 0.086730000000000015 -0.0088349999999999974 0.24564500000000003 -0.088204999999999992 0.088655000000000025 0.088930000000000023 -0.0067699999999999991 0.111945
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 9 7 8 -7 -4 11 12 -11 -10
right_child=1 -3 3 -5 -6 6 -8 -9 13 10 -12 -13 -14 -15
leaf_value=-0.0014233895797378414 -0.0018179681395160087 0.0020714026593789455 -0.0024972425979803738 0.0019078327211450308 -0.0022995576957154009 -0.0019785078834077484 0.0028351922339160782 0.0022981595030178684 -0.0010136096657128116 0.0011879445512694323 -0.0029330707668754692 0.0022466132316963788 -0.0016544162627586789 0.0013423044782734008
leaf_weight=0.001298167798111329 0.001304147601267844 0.0011555964394920895 0.0010934935814319756 0.0018818789879675177 0.0010053112519647902 0.0017590974933319042 0.0013439481217535632 0.0014330934849859922 0.0010882642047643776 0.0012544293301191278 0.0010701283979569765 0.001015824873280724 0.0011512503134252653 0.0011475400649230416
leaf_count=181 139 253 323 155 68 262 84 80 67 170 513 239 492 95
internal_value=0 7.68351e-05 -6.24481e-05 8.77368e-05 -0.000168595 4.77e-06 0.000599638 4.61242e-05 -0.00076175 -0.000716505 -0.000282982 0.000545874 -0.000172282 0.000195578
internal_weight=0 0.017704 0.0165484 0.0152443 0.0133624 0.0123571 0.00677194 0.005428 0.0039949 0.00558513 0.00449163 0.0034215 0.00240568 0.0022358
internal_count=3121 2940 2687 2548 2393 2325 588 504 424 1737 1414 901 662 162
is_linear=0
shrinkage=0.0061288


Tree=1829
num_leaves=23
num_cat=0
split_feature=1213 1456 128 453 1374 0 475 133 133 160 130 47 43 16 16 4 1 13 0 2 12 13
split_gain=0.000467748 0.000378246 0.000376732 0.000353749 0.000304681 0.00039047 0.00028835 0.000312172 0.000404294 0.000411542 0.000408224 0.00024169 0.000387064 0.000424032 0.000368032 0.000294536 0.000321655 0.000693097 0.000277908 0.000194347 0.000176433 0.000159286
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 0.086435000000000012 1.0000000180025095e-35 -0.094929999999999987 -0.23091999999999999 -0.082549999999999998 -0.24227499999999996 -0.083244999999999986 -0.079279999999999975 -0.070634999999999989 0.09550500000000002 -0.15323999999999996 0.15891500000000003 0.0047850000000000011 -0.0016099999999999997 0.094385000000000011 -0.080344999999999986 -0.10151999999999999 0.10276500000000001 0.084100000000000022 -0.39067499999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 -3 -6 -7 -8 -9 19 -11 12 -12 14 15 20 17 -17 -13 -10 -14 -15
right_child=1 2 -4 -5 5 6 7 8 9 10 11 18 13 21 -16 16 -18 -19 -20 -21 -22 -23
leaf_value=-0.00077890401171395594 -0.00075338011039393379 -0.00052517914590516346 -0.00072319437991417556 -0.00058802946441200625 0.00090446964529263896 -0.00049428881175291766 -0.00056732366195981498 0.0007575985653399134 -0.00079594835063666661 -0.00060279629382271828 0.00078400914678628517 0.0011170044532492001 0.00074069357430972614 -8.0649520854349932e-05 0.00090395254005395649 0.00028196356481389507 0.00028799744813727849 -0.0012374961951830037 0.00028449767757772698 -2.364538497568712e-05 3.1267776956447215e-05 -0.0007582135560196679
leaf_weight=0.0013422304812835675 0.0010629963984640353 0.0012234466812355285 0.0010562015547548311 0.0013067685104565232 0.0011372713796351441 0.0012878579374701734 0.0010076208239415676 0.0019406983499774813 0.0011106156692756988 0.0010302123695884189 0.0015478806021222953 0.0011031076226046821 0.0015052920977178747 0.0012584414804592825 0.0011849405976602917 0.0010471761913214417 0.0017690157619995525 0.0010437055841951036 0.0019021187484799815 0.0011598719934212132 0.0010267696371935031 0.00116191989498593
leaf_count=491 258 55 135 75 50 217 123 167 246 89 80 31 125 15 97 51 148 76 78 89 264 161
internal_value=0 1.85972e-05 4.92044e-05 8.08805e-05 0.000116634 0.000150445 0.00011162 0.000149137 0.000185612 0.000123428 0.000199912 0.000256746 0.000169979 7.4908e-05 0.000228504 0.000103289 -0.000126129 -0.000476505 0.00059008 -0.00040142 0.000453016 -0.000405921
internal_weight=0 0.0278739 0.0268109 0.0257547 0.024448 0.0232245 0.0220872 0.0207994 0.0197918 0.0178511 0.0155806 0.0145504 0.0115451 0.00999726 0.0075769 0.00639196 0.0038599 0.00209088 0.00300523 0.00227049 0.00253206 0.00242036
internal_count=3121 2630 2372 2237 2162 2107 2057 1840 1717 1550 1215 1126 1017 937 761 664 275 127 109 335 389 176
is_linear=0
shrinkage=0.00131955


Tree=1830
num_leaves=15
num_cat=0
split_feature=48 2 1 48 13 15 15 159 4 48 12 1 52 0
split_gain=7.41738e-05 0.000119375 0.000153816 0.00021274 0.000177828 0.000175974 0.000138075 0.000131081 0.000127249 0.000124183 0.000210011 0.000150188 0.000137409 0.000212733
threshold=-0.086869999999999989 0.10005000000000001 0.10508500000000001 0.12737000000000001 -0.08971999999999998 -0.21699999999999997 -0.11713499999999999 0.082585000000000006 0.16173500000000005 0.082620000000000013 0.090545000000000014 0.086920000000000011 0.083680000000000018 -0.10096999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 6 4 5 -3 -4 -2 8 9 10 12 -11 13 -8
right_child=1 2 3 -5 -6 -7 7 -9 -10 11 -12 -13 -14 -15
leaf_value=-0.0015557685181492643 -0.0023361711814567821 0.0013164162139191185 0.00098882441790340472 -0.00050887930001251728 -0.0015240817030755358 0.0042049752099007284 0.0013231159321768265 -0.0019724130265157632 0.0020831934328285062 0.0026218474661211717 -0.0022724160628239632 -0.00046557779859004523 0.0017064699260187087 -0.0019895127638503624
leaf_weight=0.0010362165041767337 0.0010519865284589038 0.0013717978373515849 0.0012162050441325324 0.0011843510097868659 0.0017285439497315971 0.0011472933490403181 0.0011676690305058033 0.0011456606166048442 0.0010380242950258365 0.0011012503455926637 0.001738903596194788 0.0010858846677720413 0.0013539806369671781 0.0015871178127525231
leaf_count=77 242 58 152 72 417 173 47 237 49 100 520 89 412 476
internal_value=0 6.52324e-05 0.000691267 0.00152889 -0.000267256 0.00255001 -0.000304051 -9.48456e-05 0.000142242 -0.000108511 -0.000556395 0.00108898 0.000169856 -0.000585392
internal_weight=0 0.0179187 0.00664819 0.00354785 0.00310034 0.0023635 0.0112705 0.0102185 0.00907283 0.00803481 0.00584767 0.00218714 0.00410877 0.00275479
internal_count=3121 3044 872 397 475 325 2172 1930 1693 1644 1455 189 935 523
is_linear=0
shrinkage=0.00589082


Tree=1831
num_leaves=22
num_cat=0
split_feature=14 1213 1374 160 43 52 157 159 453 130 15 42 484 50 52 0 0 47 4 13 13
split_gain=0.000636392 0.000567138 0.000507895 0.000355454 0.000298493 0.000301659 0.00034967 0.000486363 0.000370869 0.000368326 0.000372504 0.000342392 0.000396181 0.000407587 0.000529045 0.000397485 0.000704183 0.000364341 0.000429557 0.000320738 6.2947e-05
threshold=0.076175000000000007 -1.0000000180025095e-35 -0.094929999999999987 -0.40698999999999991 0.24789500000000006 -0.43320999999999993 -0.077384999999999995 0.10519500000000001 1.0000000180025095e-35 -0.0015749999999999998 0.091650000000000023 0.096610000000000015 -1.0000000180025095e-35 0.099450000000000011 0.11434500000000002 -0.077999999999999986 -0.10151999999999999 0.09550500000000002 0.042705000000000007 0.18141000000000002 -0.075974999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 5 -5 -7 8 9 -8 11 12 -11 14 15 16 17 18 -14 20 -17
right_child=-2 2 3 4 -6 6 7 -9 -10 10 -12 -13 13 -15 -16 19 -18 -19 -20 -21 -22
leaf_value=-0.00088383201617915294 -0.0011219855574559085 -0.00088662937495977417 -0.00071902991509682074 -0.00056996403540695315 -0.00059974297311465299 0.00081848550047194262 -0.00035659349261152914 -0.00076691006716412505 -0.00061370058669679586 -0.00039909964538470215 -0.00027583395668556542 0.0012027603316255172 0.00084788769024810083 0.0013376066029062766 -0.0005011661791933721 0.0013746993960004335 -0.00057747114559952969 0.0011402704517740466 -0.00024070188982226745 0.0001914379727267663 0.0009233467482178191
leaf_weight=0.0014385995402584331 0.001106325600934265 0.0011672732162804058 0.0010834899865617134 0.001118286563279918 0.0011218345165793222 0.0019745221375902225 0.001885729598037302 0.0011693308226519766 0.0011171049591772722 0.0014036729735590345 0.0019556968711875724 0.001122944538527502 0.0014702292785466692 0.0010119151489068621 0.0014045849815564346 0.001180958724605774 0.0017027406301017844 0.001506520680692347 0.0017571761976683531 0.001184929206601737 0.0016160664942117186
leaf_count=477 101 53 202 263 149 206 177 176 60 211 196 148 77 32 33 58 246 32 87 20 117
internal_value=0 2.60921e-05 7.2918e-05 0.00011473 0.000149875 0.000184084 0.000220022 0.000165033 0.000218662 0.000267083 0.000334996 0.000412761 0.000350458 0.000432431 0.000354959 0.000470377 0.00024208 0.000536864 0.0002552 0.00083941 0.00111392
internal_weight=0 0.0293936 0.027955 0.0267877 0.0257042 0.0245824 0.0234641 0.0214896 0.0203203 0.0192032 0.0173174 0.0153617 0.0142388 0.0128351 0.0118232 0.0104186 0.00643667 0.00473393 0.00322741 0.00398195 0.00279703
internal_count=3121 3020 2543 2490 2288 2139 1876 1670 1494 1434 1257 1061 913 702 670 637 442 196 164 195 175
is_linear=0
shrinkage=0.00148603


Tree=1832
num_leaves=23
num_cat=0
split_feature=1213 133 133 128 456 43 4 160 1374 457 484 50 2 3 133 2 3 13 4 4 1 16
split_gain=0.000505856 0.00037383 0.00048805 0.000326531 0.000344202 0.000303392 0.000317155 0.000277997 0.000293091 0.000349992 0.00026725 0.000600414 0.000345552 0.000630669 0.000273677 0.000295388 0.000379385 0.000315862 0.000296742 0.000175874 0.000373269 0.000241697
threshold=-1.0000000180025095e-35 -0.25159999999999993 -0.085499999999999979 0.086435000000000012 0.087485000000000021 -0.50775499999999985 -0.49013999999999996 -0.10151499999999998 -0.094929999999999987 0.092360000000000012 -0.0068949999999999992 0.088280000000000011 0.13712500000000002 0.13524500000000003 0.093615000000000018 0.10855000000000002 0.090900000000000009 -0.084034999999999985 -0.031404999999999995 -0.0016099999999999997 0.092390000000000014 -0.056919999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 5 -4 -7 -8 -9 10 -10 12 13 14 15 17 -17 -12 -19 -20 -21 -22
right_child=1 2 3 -5 -6 6 7 8 9 -11 11 -13 -14 -15 -16 16 -18 18 19 20 21 -23
leaf_value=-0.00088185262770034247 -0.0008448338751135899 0.00075070463704882628 0.0007873357414522902 -0.00078381672348311674 -0.0007332277056363159 -0.00063148637410667208 -0.0004861668837355111 -0.00054796446732433522 -0.0005309422792069236 0.00096114251633631204 0.00076991829877030426 0.0012020317524913278 -0.00068692979410262033 0.001145270576819605 -0.00062606485831205388 0.00020712325370938521 -0.00099155043092208849 -0.00049255601361148542 0.00072635538008711579 -0.00065665461154788894 0.00080882927724162154 -7.8314712048653658e-06
leaf_weight=0.0013818807665685875 0.0010220825411239578 0.001973079241950614 0.0011938785775384977 0.0010836574791602263 0.0011840995080657493 0.0014250511165894075 0.0016985877668232443 0.0012691091944958535 0.0012268685234086965 0.0011306092057830055 0.0019322689263001633 0.0011218984205791935 0.0011059293296846818 0.0012511102249596626 0.0011235342890031025 0.0012255204922020932 0.0010327208021507772 0.0014103021678042397 0.0012936841021731153 0.00101447347636176 0.0014034420275807914 0.0017021032656697795
leaf_count=491 170 187 39 101 160 150 295 40 298 54 141 108 83 55 218 105 20 173 109 53 43 28
internal_value=0 2.04957e-05 5.23078e-05 -1.04309e-06 3.32366e-05 7.17565e-05 3.35615e-05 7.88161e-05 0.000128686 0.000176462 0.000123791 0.000175227 9.57541e-05 0.000160403 5.88893e-05 0.000128758 -0.000341045 0.00024992 0.000102678 0.000257741 0.000110596 0.00036123
internal_weight=0 0.028824 0.0278019 0.0258288 0.0247452 0.0235611 0.0223672 0.0209422 0.0192436 0.0179745 0.0168439 0.015617 0.0144951 0.0133892 0.012138 0.0110145 0.00225824 0.00875627 0.00682401 0.0054137 0.00412002 0.00310555
internal_count=3121 2630 2460 2273 2172 2012 1973 1823 1528 1488 1434 1136 1028 945 890 672 125 547 406 233 124 71
is_linear=0
shrinkage=0.00145689


Tree=1833
num_leaves=23
num_cat=0
split_feature=1213 133 133 123 124 1 130 0 42 43 151 15 1374 52 2 1 52 160 9 1 4 1
split_gain=0.000506141 0.000445539 0.000563414 0.000368569 0.000427112 0.000513041 0.000405668 0.000544119 0.000424501 0.000394426 0.000285575 0.000796843 0.000372479 0.000379489 0.000520366 0.00035175 0.000320643 0.000293606 0.000296061 0.000194988 0.000225106 0.000110261
threshold=-1.0000000180025095e-35 -0.25159999999999993 -0.085499999999999979 1.0000000180025095e-35 -0.013479999999999999 0.12873500000000002 -0.0015749999999999998 0.16094000000000003 0.092145000000000019 -0.074359999999999996 0.086470000000000005 0.095175000000000023 -0.094929999999999987 -0.088204999999999992 0.10774000000000002 0.111945 -0.061194999999999992 -1.0000000180025095e-35 0.084755000000000011 0.094465000000000007 -0.082109999999999975 0.087325000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 21 4 -4 6 -6 8 10 -7 11 12 -8 -14 16 -16 -15 -18 19 20 -19 -3
right_child=1 2 3 -5 5 9 7 -9 -10 -11 -12 -13 13 14 15 -17 17 18 -20 -21 -22 -23
leaf_value=-0.0010349892168679713 -0.0010869239078861515 0.00054455069947080938 -0.0011499967442138038 0.00070477534539165174 -0.0010503090431199975 0.0014629527862088279 -0.00099165443971049481 0.0011689164603282602 -0.0010200995128266624 0.00013462748809749321 0.00076566671236764428 -0.0015320090769648737 -0.00070108426239202644 0.0011288037619126222 -0.0010425715121591946 0.00020623664213511214 -0.00038359377019069881 0.00080661878451474033 -0.00032069871067139685 0.0011732188119306494 -0.00010421525491340022 0.0013299521761203001
leaf_weight=0.001362207748007104 0.0010044945591003432 0.001079573921775683 0.0010004523798738387 0.001999084503854629 0.0012388739090758291 0.001121885048027349 0.001007285849036422 0.0010226608785320881 0.0013818185586804968 0.0015529930419956308 0.0012030453040435809 0.0010512816313941195 0.001572071022301399 0.0014392379025645018 0.0014358530329166017 0.0012119061528048647 0.0016620245118323272 0.0017724674752770397 0.0012073322405101727 0.0013534438957982786 0.0014272476129082523 0.0010063135987507521
leaf_count=491 170 125 46 243 133 36 44 19 350 96 70 120 357 55 62 54 319 82 32 43 112 62
internal_value=0 2.98763e-05 7.03068e-05 9.57157e-07 -5.85052e-05 -1.03183e-05 -0.000104278 -4.17634e-05 -0.000111615 0.000691748 -3.48022e-05 -9.8408e-05 8.56433e-06 8.55815e-05 0.000193031 -0.000470979 0.000391428 0.000248449 0.000430807 0.000630079 0.000400337 0.000923459
internal_weight=0 0.0287513 0.0277469 0.025661 0.0236619 0.0226614 0.0199865 0.0187477 0.017725 0.00267488 0.0163432 0.0151402 0.0140889 0.0130816 0.0115095 0.00264776 0.00886175 0.00742252 0.00576049 0.00455316 0.00319972 0.00208589
internal_count=3121 2630 2460 2273 2030 1984 1852 1719 1700 132 1350 1280 1160 1116 759 116 643 588 269 237 194 187
is_linear=0
shrinkage=0.00170698


Tree=1834
num_leaves=23
num_cat=0
split_feature=1213 14 1374 457 1447 11 50 3 2 1 157 0 2 1 2 1 16 0 3 47 4 16
split_gain=0.000509642 0.000448092 0.000474618 0.00029154 0.000364441 0.000353404 0.00037247 0.000368677 0.000334482 0.000312778 0.00028845 0.000260461 0.000249118 0.000362427 0.000249698 0.000233392 0.00036045 0.000254376 0.000636787 0.00017651 0.000168687 8.24572e-05
threshold=-1.0000000180025095e-35 0.076175000000000007 -0.094929999999999987 0.080930000000000016 -1.0000000180025095e-35 0.089270000000000002 0.099210000000000007 -0.12018999999999998 0.10672500000000001 0.086105000000000015 -0.077384999999999995 0.15398500000000004 0.10699500000000002 0.10672000000000002 0.097845000000000015 0.13021500000000003 -0.056919999999999991 -0.10224499999999999 -0.059315 0.085505000000000012 -0.033174999999999989 -0.29154999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 -4 6 7 8 -6 -5 -9 12 14 -14 15 16 17 19 -19 -12 -18 -15
right_child=1 -3 3 9 5 -7 -8 10 -10 -11 11 -13 13 21 -16 -17 20 18 -20 -21 -22 -23
leaf_value=-0.00099804232550604268 -0.00097437138701043805 -0.0010150254253577019 -0.00090502443946265435 -7.2394494583002142e-05 5.6821586991834842e-05 -0.00075728244010967588 0.00085029723572401514 0.00072889662064228446 0.0011571106970796501 0.0010427636325165579 5.0739850747890277e-05 0.00063893832339950935 -0.0011889208025703268 -0.00041602614395263747 0.00071005285043941547 0.00044035562627839245 -0.00022605778630381757 -0.00021316695245498385 0.0013181924480379428 -0.00082630368976923741 -0.0010317250998009217 0.00021515471693499635
leaf_weight=0.0013337444992411176 0.0011048293125757161 0.0010441845588595724 0.0010017170202197547 0.0010784053992640699 0.0014333385060408743 0.0012157520500242205 0.0017279507153182263 0.0012363754538160234 0.0014260835909029046 0.0016410220078832694 0.0012435061526220254 0.0012091135890881502 0.0012928283307397379 0.0011069245297939539 0.0010915620882849539 0.0017076439541682123 0.0011724170135160167 0.0019696301243866616 0.0010921625271389573 0.0011362219477604185 0.0015765977652281151 0.0010374162262282161
leaf_count=491 53 87 239 76 71 88 260 167 56 125 51 20 156 86 119 61 175 406 25 22 193 94
internal_value=0 1.92376e-05 5.85067e-05 0.000101738 4.44482e-05 8.63922e-05 0.000134189 7.14776e-05 0.00060557 0.000600541 -1.90368e-05 -7.81776e-05 -0.000138279 -0.000516232 -2.00697e-05 -0.000100587 -0.000213368 2.64726e-05 0.000333079 -0.000368012 -0.000688119 -0.000110666
internal_weight=0 0.0285457 0.0275015 0.0263967 0.0236772 0.0226755 0.0214598 0.0197318 0.00285942 0.00271943 0.0168724 0.015636 0.0144269 0.00343717 0.0109897 0.00989818 0.00819054 0.00544152 0.00306179 0.00237973 0.00274901 0.00214434
internal_count=3121 2630 2543 2490 2289 2050 1962 1702 127 201 1575 1408 1388 336 1052 933 872 504 431 73 368 180
is_linear=0
shrinkage=0.00160853


Tree=1835
num_leaves=15
num_cat=0
split_feature=0 1 2 0 3 15 13 457 12 151 16 4 0 16
split_gain=0.000111016 0.000128926 0.000184205 0.000117281 0.000182458 0.000173297 0.000115596 0.000154302 0.000178241 0.000149607 0.000518597 0.000343874 0.000115898 6.41549e-05
threshold=0.18019500000000002 0.08844500000000001 0.10402500000000002 -0.060129999999999996 -0.084074999999999997 -1.0000000180025095e-35 -0.094514999999999988 0.045365000000000009 -0.010834999999999999 -0.00099499999999999979 -0.056919999999999991 0.09173000000000002 -0.10224499999999999 -0.25582999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 -6 13 8 -8 -10 12 -12 -11 -3
right_child=-2 6 -4 -5 5 -7 7 -9 9 10 11 -13 -14 -15
leaf_value=-0.0029216191429152659 0.001990422486152256 0.00052776219789446197 -0.0030817032148382543 0.0010631544892306794 -0.0019739684833037477 0.0011089013861336208 0.0015623628277994489 0.0017237072797025499 -0.002940187424633616 0.00020522921164750974 -0.0046945163503108699 0.00010931055933490058 0.0028236719553082551 0.0026960969664389404
leaf_weight=0.0012384994714594953 0.0010114333318782384 0.0010914881272860583 0.0011562467880470439 0.0016473744361924511 0.001154838043885208 0.0018606885299662385 0.0014569858591386891 0.0016190711438222039 0.0011160298837295532 0.0013442876399134551 0.0012997048187985112 0.0010550672223068602 0.0012989136454671932 0.0010426208387663847
leaf_count=708 36 98 274 98 416 374 191 135 86 51 301 33 211 109
internal_value=0 -0.000136886 -0.000800056 -0.000353019 -0.000901433 -7.17267e-05 0.000276426 -2.79382e-05 -0.000402531 -0.000870771 -0.000408678 -0.00254214 0.00149198 0.0015871
internal_weight=0 0.0183818 0.00705765 0.0059014 0.00425403 0.00301553 0.0113242 0.00919006 0.00757099 0.006114 0.00499797 0.00235477 0.0026432 0.00213411
internal_count=3121 3085 1870 1596 1498 790 1215 1008 873 682 596 334 262 207
is_linear=0
shrinkage=0.00625138


Tree=1836
num_leaves=16
num_cat=0
split_feature=0 1 2 3 15 147 151 150 151 16 51 3 51 4 3
split_gain=9.10181e-05 0.000110432 0.00014201 0.000153 0.000106749 0.000101771 0.000133563 0.000147233 0.000149339 0.000124265 0.000324702 0.000229671 0.000112704 0.000124444 0.000215317
threshold=0.18019500000000002 0.077565000000000009 0.10402500000000002 -0.084074999999999997 0.083935000000000023 0.087210000000000024 0.032230000000000009 0.081835000000000019 -0.033849999999999991 -0.056919999999999991 -0.063174999999999995 0.076840000000000006 0.084745000000000015 0.053180000000000012 -0.0025099999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -5 6 7 8 -3 12 11 -11 13 -10 -15
right_child=-2 5 -4 4 -6 -7 -8 -9 9 10 -12 -13 -14 14 -16
leaf_value=-0.0015189887434341194 0.0014846506036002463 -0.0017180351366095645 -0.0023412598805446481 -0.0005264497889041522 0.0015800543378398221 0.0017146327620772856 -0.0016942472239315747 0.0016327882045889918 -0.0011410221133330116 0.0022642499443455595 -0.0024812675173323138 -0.0010550954034662422 0.0022854601968676164 -0.00042425762797115439 0.0027053610672847111
leaf_weight=0.0016224531653499501 0.0010016946849088345 0.0012323700805101393 0.0011280263139503005 0.0013007453411504376 0.0012318762116738657 0.0010112992079778791 0.001086059111345212 0.0015912053160808135 0.001044863816073386 0.0011678847160238662 0.0013598383619524649 0.0010332064288212095 0.0010058538251320193 0.0012809224189362159 0.001053792671053988
leaf_count=648 36 94 272 392 300 111 91 155 240 165 239 81 93 107 97
internal_value=0 -0.000103294 -0.000727572 -0.000289485 0.000498161 0.000153024 1.98209e-05 0.000192671 -5.69852e-05 0.000200621 -0.000511066 0.000706128 0.000778503 0.000329993 0.000988321
internal_weight=0 0.0181504 0.0052831 0.00415507 0.00253262 0.0128673 0.011856 0.0107699 0.00917873 0.00794636 0.00356093 0.00220109 0.00438543 0.00337958 0.00233472
internal_count=3121 3085 1612 1340 692 1473 1362 1271 1116 1022 485 246 537 444 204
is_linear=0
shrinkage=0.00512831


Tree=1837
num_leaves=25
num_cat=0
split_feature=1213 14 1374 480 453 38 124 40 3 52 12 3 47 16 16 16 13 403 15 13 13 160 52 0
split_gain=0.000566582 0.000537496 0.000511499 0.000357503 0.000336137 0.000413862 0.000472467 0.000447753 0.000514449 0.000328063 0.000370644 0.00044686 0.000428799 0.000433993 0.000577732 0.000452557 0.000321364 0.00026693 0.000476827 0.000405761 0.00026354 0.000253931 0.000468668 0.000128334
threshold=-1.0000000180025095e-35 0.076175000000000007 -0.094929999999999987 0.084710000000000021 1.0000000180025095e-35 1.0000000180025095e-35 -0.043384999999999993 -0.067184999999999981 0.149315 -0.40306999999999998 0.092355000000000007 -0.10519499999999998 0.09550500000000002 -0.083134999999999987 -0.014034999999999997 0.16703000000000004 0.038215000000000006 0.092070000000000013 -0.094549999999999981 -0.080519999999999994 -0.085154999999999995 -0.081969999999999987 -1.0000000180025095e-35 -0.074229999999999977
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 6 -4 -8 9 -9 12 16 13 17 -15 21 -12 18 -11 -20 -13 -16 -23 -14
right_child=1 -3 3 -5 -6 -7 7 8 -10 10 11 20 23 14 15 -17 -18 -19 19 -21 -22 22 -24 -25
leaf_value=-0.0010061632511673244 -0.00098596778730624594 -0.0011303038413905861 0.0011498253947228574 -0.0008301372853034304 -0.00060232449355868199 -0.00076938747822629262 -0.00066918542774665384 -0.00052583270147035105 0.0012832101397928766 0.0012515266566647495 -0.00035097085395685573 -5.8558974574960694e-05 0.00063878139809704735 -0.00086002185171225496 0.0010828882226534117 -0.00067243182060536786 0.00076485068278063831 0.0012637292420634928 0.00074601269792532148 -0.00056631809258668941 -0.0011322860631388712 -0.00059224557368004729 0.00088310476984174331 0.0014237873341998364
leaf_weight=0.0014418353810770604 0.0011466004923246223 0.0010044664567061537 0.0013747733415863652 0.0010073204685799716 0.0014669697215341495 0.0011123115314446421 0.0015045587731256907 0.0015752861685552578 0.0011540831954689459 0.0011505227902071091 0.0011238047022317232 0.0010956401083843659 0.0010602145961819964 0.0016013665337313767 0.0013494371213171874 0.0010420779095490218 0.0016459239602699682 0.0012241707232050203 0.0010710455084235182 0.001414884432746252 0.0012852466251545005 0.0010379156845432376 0.0012025778090403423 0.0010956980147511794
leaf_count=491 53 87 200 225 78 56 91 269 100 68 38 34 67 223 88 51 65 28 93 160 369 124 41 22
internal_value=0 2.63118e-05 6.67322e-05 0.000110472 0.000146107 0.000189812 0.00023425 0.00017864 0.000239009 0.000178682 0.000238996 -0.000127162 0.000381332 0.00025377 -2.71676e-05 0.000260765 0.000312111 0.000614051 0.000395344 -9.09561e-07 -0.000638177 0.000531651 0.000199644 0.00103774
internal_weight=0 0.0297469 0.0287424 0.0275958 0.0265885 0.0251215 0.0240092 0.0226345 0.0211299 0.0199758 0.0184005 0.00515062 0.0132499 0.011094 0.00623338 0.00463201 0.00276973 0.00486062 0.00363645 0.00248593 0.00238089 0.00358993 0.00224049 0.00215591
internal_count=3121 2630 2543 2490 2265 2187 2131 1931 1840 1740 1471 506 965 876 527 304 103 349 321 253 403 253 165 89
is_linear=0
shrinkage=0.00160853


Tree=1838
num_leaves=23
num_cat=0
split_feature=1213 14 1374 457 11 453 4 160 160 16 160 49 133 15 47 4 43 16 43 2 15 0
split_gain=0.000468576 0.000376857 0.000401192 0.000384829 0.000310239 0.000274637 0.000433998 0.000268604 0.000216001 0.000449756 0.000340375 0.000267818 0.000245993 0.00105979 0.000264501 0.000378983 0.000350252 0.000314659 0.000400567 0.000321593 0.000182695 0.000124108
threshold=-1.0000000180025095e-35 0.057600000000000005 -0.094929999999999987 0.080930000000000016 0.088215000000000002 1.0000000180025095e-35 0.27287000000000006 -1.0000000180025095e-35 -0.091944999999999985 0.023255000000000001 -0.072884999999999991 0.11136000000000001 -1.0000000180025095e-35 0.088235000000000022 0.09550500000000002 -1.0000000180025095e-35 -0.076124999999999984 -0.083134999999999987 -0.17390999999999998 0.098035000000000011 -0.090344999999999995 -0.11013499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 6 8 -8 9 -4 -10 12 13 -12 15 17 -16 -14 -19 -20 -5 -17
right_child=1 -3 3 20 -6 -7 7 -9 10 -11 11 -13 14 -15 16 21 -18 18 19 -21 -22 -23
leaf_value=-0.00085221245124811372 -0.00077762153291922821 -0.00084386454644611269 -0.0010822070149875754 0.001115440082327295 -0.00066419572325848589 -0.00060354173837941769 0.00017814029320557982 0.001190971953349537 0.00092826280842977366 0.00026921349114916412 -0.0014521645429558972 0.00071258286658150731 0.00067164630268945426 0.00061885873561558322 -8.310409779847774e-05 -0.00014018457737137376 0.00099399633945117835 0.00057863283267675875 -0.00089253446190354672 4.9006487295381609e-05 0.0003287623746780262 -0.00072423483155008902
leaf_weight=0.0013261559218865617 0.0011449309932434195 0.0010010464177541136 0.001023124247857026 0.0010137544736950055 0.0012437596051899638 0.0011690418277955352 0.0010235547114193499 0.0012160545769459219 0.0010016235252160435 0.0010686570831617281 0.0010987870640005873 0.0012024156768290226 0.0018562303448521559 0.0010033535885264899 0.0012025750420203707 0.0014371966589088458 0.0013717463022198126 0.0015244462830858998 0.0012854035145767754 0.001920275190918197 0.0016407077939789563 0.001669082551813408
leaf_count=491 53 93 258 61 95 74 92 162 174 72 218 140 88 113 50 40 36 59 357 132 140 123
internal_value=0 3.39784e-05 6.63851e-05 0.000103592 4.37564e-05 8.36468e-05 0.000122076 0.000728084 4.93613e-05 -0.000391788 0.000105041 5.20881e-05 -3.18254e-06 -0.000463663 7.57283e-05 -3.45228e-05 0.000490837 0.000163317 -3.61653e-05 -0.00032853 0.000629199 -0.00045401
internal_weight=0 0.0281178 0.0271167 0.0259718 0.0233173 0.0220736 0.0209045 0.00223961 0.0186649 0.00209178 0.0165731 0.0155715 0.0143691 0.00210214 0.012267 0.00969263 0.00257432 0.00658636 0.00473012 0.00320568 0.00265446 0.00310628
internal_count=3121 2630 2537 2484 2283 2188 2114 254 1860 330 1530 1356 1216 331 885 799 86 636 548 489 201 163
is_linear=0
shrinkage=0.00145689


Tree=1839
num_leaves=14
num_cat=0
split_feature=128 0 4 3 13 12 4 12 1 52 1 4 47
split_gain=0.000122663 0.000123043 0.000172557 0.000221841 0.000165011 0.000136868 0.000302704 0.000117073 0.000181579 0.000120087 0.000180326 0.000225249 0.000200607
threshold=1.0000000180025095e-35 -0.061629999999999997 -0.49405499999999997 -0.10023499999999998 -0.059629999999999996 0.090995000000000006 0.181285 0.088105000000000003 1.0000000180025095e-35 1.0000000180025095e-35 0.11061500000000002 0.0052350000000000009 0.091680000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 -3 -4 -5 7 -7 8 -1 10 11 -10 -13
right_child=-2 2 3 4 -6 6 -8 -9 9 -11 -12 12 -14
leaf_value=-0.0029223667142436027 -0.0024733083485482818 -0.0011416373636744151 0.0036824288601866695 0.0023390139984571703 -0.0011839856706222307 -0.0048526159682338518 0.00026312759678554941 0.0018811565788151448 -0.0013197341533647835 0.0021809548762306203 -0.0022653340744596536 0.0041001172256603362 -0.00015784671045669053
leaf_weight=0.0011424163042195318 0.0010018334409536275 0.0015210772363767333 0.0017200319171628425 0.0012450906644844266 0.0015254994441299139 0.0010044297691616374 0.0014682737815925329 0.0015576746159023944 0.0018675270619934459 0.0012515965925270767 0.0016677278764867451 0.0011805527410331251 0.0011042088916619619
leaf_count=691 231 154 130 135 141 641 73 322 209 150 158 61 25
internal_value=0 0.000107393 0.000948732 0.00165679 0.000399234 -0.000305684 -0.00181492 7.62257e-05 -0.000266054 0.000163072 -0.000270874 0.000530182 0.00204227
internal_weight=0 0.0182561 0.0060117 0.00449062 0.00277059 0.0122444 0.0024727 0.0097717 0.00821403 0.00707161 0.00582002 0.00415229 0.00228476
internal_count=3121 2890 560 406 276 2330 714 1616 1294 603 453 295 86
is_linear=0
shrinkage=0.00718087


Tree=1840
num_leaves=25
num_cat=0
split_feature=1213 14 1374 160 133 128 376 40 133 42 130 484 15 16 0 47 3 13 15 52 4 13 3 0
split_gain=0.000638149 0.000551382 0.000499339 0.000466093 0.000405846 0.000366563 0.000297391 0.000432114 0.000465787 0.000429009 0.000481136 0.000344836 0.000409508 0.000390459 0.000662009 0.000506808 0.000613022 0.000443949 0.000315995 0.000281336 0.000205644 0.000142795 0.000132943 1.13672e-05
threshold=-1.0000000180025095e-35 0.076175000000000007 -0.094929999999999987 -0.40698999999999991 -0.24227499999999996 0.086435000000000012 0.11357500000000002 -0.013874999999999998 -0.085499999999999979 -0.091729999999999992 -0.073054999999999981 -0.0068949999999999992 -0.24436499999999997 -0.36241499999999999 -0.10607499999999999 0.09550500000000002 -0.10023499999999998 -0.074044999999999986 -0.055554999999999993 -0.078224999999999975 -0.012509999999999999 -0.084319999999999992 -0.13927999999999999 -0.077639999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 -5 6 7 20 -9 -10 -11 -12 -13 18 19 16 22 21 -14 -15 -6 -18 -16 -19
right_child=1 -3 3 4 5 -7 -8 8 9 10 11 12 13 14 15 -17 17 23 -20 -21 -22 -23 -24 -25
leaf_value=-0.0010212456357966584 -0.00087410515950370725 -0.0010636573199846275 -0.00089223214090016953 -0.00080098236926890787 0.0014440883512800511 -0.00071189773264948325 -0.00059216162549948501 0.0010240412087142751 0.0010743895674874856 -0.00097493714913048297 -0.0005519809093229122 0.00096841543377951267 -0.00088676282859694456 0.00038625010365969659 0.00016678055867671248 0.00084170040326731572 -0.00035746675985274797 -0.00089695713656037692 9.2057261841626509e-05 0.0013626153028163358 0.00048676095457037666 0.00035398009055352274 0.00096764179177059742 -0.0011340545955017224
leaf_weight=0.0015017680269740477 0.0013241349128350057 0.001102045457157085 0.0010945230012775467 0.0010561813216871654 0.0010371465195984086 0.0010606840838824896 0.0010372237781940954 0.0015903537125078878 0.0011466620434443789 0.0010155383394752212 0.0016260413809611593 0.001595686469618429 0.0014940898960666971 0.0013706818899947848 0.0010040380148996775 0.0016025491017455096 0.0016125960700323905 0.0010081065696800244 0.0018185784379632529 0.0015798791549030853 0.0012079318461331234 0.0012419002200045803 0.0010593477056630623 0.0010033880510747
leaf_count=491 53 87 202 159 75 94 28 141 84 71 380 98 45 40 82 79 134 136 74 43 182 126 15 202
internal_value=0 3.15925e-05 7.23876e-05 0.000116731 0.000157378 0.000196142 0.000234588 0.000270296 0.000202363 0.000137605 8.11659e-05 0.000140694 0.00020941 0.00012755 0.000265153 4.24784e-05 -0.000142357 -0.000447795 -0.000349413 0.000909045 0.000929012 -4.79389e-05 0.000577945 -0.00101523
internal_weight=0 0.0306893 0.0295873 0.0282631 0.0271686 0.0261124 0.0250517 0.0240145 0.0217694 0.0201791 0.0190324 0.0180169 0.0163908 0.0147952 0.0114825 0.00853193 0.00692938 0.00486599 0.00331267 0.00295056 0.00224508 0.0028545 0.00206339 0.00201149
internal_count=3121 2630 2543 2490 2288 2129 2035 2007 1750 1609 1525 1454 1074 976 857 774 695 598 119 83 257 260 97 338
is_linear=0
shrinkage=0.00157699


Tree=1841
num_leaves=13
num_cat=0
split_feature=128 0 4 3 13 47 1 2 14 4 16 15
split_gain=0.000101457 0.000101148 0.000142196 0.000190358 0.000134454 0.000132201 0.000213534 0.000280293 0.000219622 0.000131689 0.000190805 7.76402e-05
threshold=1.0000000180025095e-35 -0.062294999999999996 -0.49405499999999997 -0.10023499999999998 -0.059629999999999996 0.096175000000000024 0.094385000000000011 0.092875000000000013 -1.0000000180025095e-35 0.0061450000000000003 -0.083134999999999987 -0.074054999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 -3 -4 -5 6 7 9 -8 10 -1 -10
right_child=-2 2 3 4 -6 -7 8 -9 11 -11 -12 -13
leaf_value=0.00051321085832966499 -0.0019996532439937572 -0.00092019434929074015 0.00299989931074378 0.0018472742400505934 -0.00096289089835518158 -0.0017986433582148416 -0.0013714559160327505 -0.0035975425543750173 0.0032687975959372821 0.0013434673309258979 -0.0025131736478687665 0.0011788768563970808
leaf_weight=0.0019575385996579214 0.0010004221357754464 0.0015291957765084518 0.0017182417887242479 0.0012598645077797274 0.0015364902082718535 0.001890205851141461 0.0010082404890416896 0.0011116013905007188 0.0012660650642581095 0.0017688924554816743 0.001493069578685704 0.0016841175662545282
leaf_count=403 231 154 132 140 145 216 65 422 198 117 740 158
internal_value=0 8.59469e-05 0.000760324 0.00132955 0.000303196 -0.00024869 3.60389e-05 -0.00069029 0.00119773 -7.11301e-05 -0.000796298 0.00207576
internal_weight=0 0.0182235 0.00604379 0.0045146 0.00279635 0.0121797 0.0102895 0.0063311 0.00395842 0.0052195 0.00345061 0.00295018
internal_count=3121 2890 571 417 285 2319 2103 1682 421 1260 1143 356
is_linear=0
shrinkage=0.00637641


Tree=1842
num_leaves=14
num_cat=0
split_feature=11 48 0 2 151 2 52 133 13 16 16 1 2
split_gain=8.89712e-05 0.000107816 0.000249872 0.00015438 0.000129228 0.000147359 0.000120026 0.000138242 0.000247088 0.00013705 0.000101188 0.000137525 9.11045e-05
threshold=0.081790000000000015 0.016865000000000002 -0.20211999999999997 0.10252500000000002 -0.00099499999999999979 0.10882500000000002 0.10611000000000001 -0.0061299999999999992 -0.084034999999999985 -0.083539999999999989 -0.056919999999999991 0.083835000000000007 0.093175000000000022
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 12 -4 -1 6 7 -6 -9 -10 -11 -12 -3
right_child=-2 2 3 -5 5 -7 -8 8 9 10 11 -13 -14
leaf_value=-0.0020041520550540069 -0.0015352303361111934 0.00071002448270558749 0.00064554520541649314 0.0035431364360414791 -0.0015275826088271473 0.0015796069052823626 -0.0021136745574938881 0.0026721513755380076 -0.0023115575033924671 0.001922938541550141 0.0013689337691135802 -0.0016077904248986896 -0.0017948232303325819
leaf_weight=0.0013995132189769952 0.0014029871747482927 0.0010240531327241342 0.0014437540365952453 0.0014305902771963586 0.0018516231350233728 0.0019339356626799304 0.0012571623860360157 0.0014519978327355515 0.0010169730134523729 0.0010473503280915572 0.001026238147948391 0.0014830826831890645 0.0012726673204994654
leaf_count=314 175 38 315 183 541 339 334 189 124 198 151 176 44
internal_value=0 0.00010043 0.000859335 0.00208771 -0.000214326 1.19838e-05 -0.000319912 -3.36392e-05 0.000425436 -0.000287831 0.000290821 -0.000390398 -0.000677971
internal_weight=0 0.0176389 0.00517106 0.00287434 0.0124679 0.0110684 0.00913443 0.00787727 0.00602564 0.00457364 0.00355667 0.00250932 0.00229672
internal_count=3121 2946 580 498 2366 2052 1713 1379 838 649 525 327 82
is_linear=0
shrinkage=0.00625138


Tree=1843
num_leaves=26
num_cat=0
split_feature=1213 1456 133 133 453 4 14 130 0 12 39 3 150 48 160 43 12 2 3 15 1 4 1 43 15
split_gain=0.000659478 0.000441386 0.000390188 0.000614543 0.000317326 0.000432729 0.000315246 0.000301831 0.000381252 0.000305289 0.000293028 0.000539198 0.000434451 0.000410578 0.000344152 0.000399606 0.000417163 0.000564195 0.000335968 0.000234039 0.000217513 0.000174052 0.000164274 0.000102425 6.23024e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.25159999999999993 -0.085499999999999979 1.0000000180025095e-35 0.26790000000000008 -0.46596499999999991 -0.0015749999999999998 0.18019500000000002 0.10645 0.097050000000000011 0.10299500000000002 0.08882000000000001 0.090225000000000014 -1.0000000180025095e-35 -0.074359999999999996 0.090020000000000017 0.088225000000000012 -0.086769999999999986 -0.21699999999999997 0.098420000000000021 -0.036839999999999991 0.092390000000000014 -0.00067499999999999993 -0.036009999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 23 5 7 -7 -5 9 10 11 12 14 -14 -9 18 17 22 -16 -8 -13 -22 -17 -4 -20
right_child=1 2 3 4 -6 6 19 8 -10 -11 -12 20 13 -15 15 16 -18 -19 24 -21 21 -23 -24 -25 -26
leaf_value=-0.00099021614959663383 -0.00086626551451009259 -0.00080178452704956734 0.00051372766471566203 -0.00058777355513260751 -0.0006601607321649539 -6.6631401918321276e-05 0.0013275514105503719 -0.00050659863172308468 0.00092379946413695586 -0.00071079220092832283 -0.00055295173386959279 0.0011890745452008888 -0.0012986713274810238 1.6074783081469883e-05 -2.8509304266653716e-05 -0.00061408438835796632 -0.00079443827294349741 0.0010208724032148839 0.00072742308461517743 0.00041228952767253347 -3.7033615625000626e-05 0.0007711827816808054 0.00015116964689465738 0.0011293598168911235 0.0012356520785102585
leaf_weight=0.0013666732129499195 0.0010865420524176972 0.0010268057939007416 0.0011024924042478401 0.0016842459932157458 0.0012786033885420203 0.0011617062591965654 0.0011598702781621534 0.0016370801830502832 0.0010165163037898486 0.0011763375539078627 0.0015140353285634225 0.0010424835139417618 0.0010110658009160342 0.0010055790613501259 0.0010703712101145513 0.0011036571093518957 0.0011677086388784952 0.0012048936111277442 0.0010356502409681889 0.0012133236263797134 0.0010830868264797289 0.0011836035134242806 0.001292906991466225 0.0011957326643123869 0.0010124710035126503
leaf_count=491 258 164 94 139 73 49 159 370 18 107 45 25 121 33 107 85 213 45 163 95 47 51 18 85 66
internal_value=0 4.50208e-05 7.99096e-05 0.000113007 4.687e-05 8.48911e-05 0.000555213 2.75661e-06 5.63522e-05 6.08272e-06 5.76139e-05 0.000119862 -2.87867e-05 -0.000643087 0.000101277 0.000227442 -3.77257e-05 0.000207625 0.000632967 0.000859613 0.000638303 0.000384995 -0.000201242 0.000834032 0.000978662
internal_weight=0 0.0294668 0.0283802 0.0273534 0.0250552 0.0237766 0.0035349 0.0202417 0.0185574 0.0175409 0.0163646 0.0148506 0.0115414 0.00201664 0.00952474 0.00788766 0.00476917 0.00360146 0.00311849 0.00237319 0.00330917 0.00226669 0.00239656 0.00229823 0.00204812
internal_count=3121 2630 2372 2208 2029 1956 303 1653 1514 1496 1389 1344 1221 154 1067 697 361 148 336 254 123 98 103 179 229
is_linear=0
shrinkage=0.00145689


Tree=1844
num_leaves=25
num_cat=0
split_feature=1213 133 133 160 1374 128 456 457 484 15 11 3 16 124 0 1 52 151 4 0 13 43 13 1
split_gain=0.000619099 0.000462246 0.000606518 0.000398236 0.000383284 0.000345619 0.000365607 0.000327547 0.000378218 0.000389591 0.000502313 0.000272344 0.000345446 0.000416101 0.000383639 0.000641905 0.000375538 0.000373122 0.000370868 0.00054499 0.000352973 0.000331598 0.000186338 9.02805e-05
threshold=-1.0000000180025095e-35 -0.25159999999999993 -0.085499999999999979 -0.26568499999999995 -0.094929999999999987 0.086435000000000012 0.087485000000000021 0.092360000000000012 -0.0068949999999999992 -0.24436499999999997 0.081790000000000015 -0.11255999999999998 -0.29154999999999992 -0.043384999999999993 -0.053834999999999994 0.12408500000000001 -0.085984999999999992 -0.0071249999999999985 -0.082109999999999975 -0.10151999999999999 -0.47860499999999995 -0.083134999999999987 0.14871000000000004 0.087325000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 23 -4 -5 6 7 8 -6 -10 11 22 -13 -14 15 16 -15 -18 -19 -20 -16 -22 -11 -3
right_child=1 2 3 4 5 -7 -8 -9 9 10 -12 12 13 14 20 -17 17 18 19 -21 21 -23 -24 -25
leaf_value=-0.00089564496428376288 -0.00091526895610876497 0.00050308262119615264 -0.00085620343801615518 -0.00070339401262091189 -0.00058732425939003665 -0.00071739370879439393 -0.00066279047069221135 0.00091100430318185471 0.00083962014869003003 0.00098869129580484425 -0.00082143947255824653 -0.00049301727088853458 0.0010193968191391505 -0.00069887650119206384 0.00036398863559529074 0.0012960406644751603 0.00092526631672328193 0.00072512723847623735 0.0002302404098856772 -0.00098812160353293089 -4.1502662636192048e-05 -0.0011574820450335013 0.00021448622203702105 0.0010812032943574392
leaf_weight=0.0015506237674702541 0.0010188077772805828 0.0011371929486054385 0.0010547998538510397 0.0013420097162732949 0.0014408839305796442 0.0010576316341993344 0.0011625325005676914 0.0011217047467919619 0.00162915444033914 0.0012717060044987625 0.0011079413326315892 0.0017847059748468024 0.0010959884132266682 0.0010087030183701324 0.0010490448188988921 0.0010689992346328836 0.001282463834659354 0.0012186283795640939 0.0021342030713409265 0.001154028279414257 0.0010063585842843281 0.001180235469535198 0.0012652117359817083 0.0010692049739292608
leaf_count=491 170 125 208 55 352 90 136 62 188 54 103 76 111 161 12 19 58 114 34 287 21 103 29 62
internal_value=0 3.01582e-05 6.37859e-05 3.74134e-06 3.94779e-05 8.09478e-05 0.000117687 0.000159269 0.00011853 0.000171344 0.000109584 0.000172023 9.391e-05 0.00017978 9.68975e-05 0.000267172 0.000105381 0.000245511 5.20806e-05 -0.000197352 -0.000317102 -0.000643863 0.00060258 0.000783236
internal_weight=0 0.0296621 0.0286433 0.0264369 0.0253821 0.0240401 0.0229825 0.02182 0.0206983 0.0192574 0.0176282 0.0165203 0.0139834 0.0121987 0.0111027 0.00786703 0.00679803 0.00578932 0.00450686 0.00328823 0.00323564 0.00218659 0.00253692 0.0022064
internal_count=3121 2630 2460 2273 2065 2010 1920 1784 1722 1370 1182 1079 996 920 809 673 654 493 435 321 136 124 83 187
is_linear=0
shrinkage=0.00142833


Tree=1845
num_leaves=15
num_cat=0
split_feature=50 15 15 2 131 151 12 15 15 2 3 42 3 3
split_gain=9.31445e-05 0.000178928 0.000115719 0.000119072 0.000125206 0.00019868 0.000165961 0.000171074 0.000221658 0.00030016 0.000279985 0.00013694 0.000128556 5.96059e-05
threshold=0.10647500000000001 -0.24436499999999997 -0.11713499999999999 -0.0091949999999999983 0.088495000000000004 -0.08718999999999999 0.088305000000000008 0.024640000000000006 -0.016799999999999995 0.089885000000000007 -0.012304999999999998 0.084635000000000016 -0.059315 -0.082094999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 5 -5 7 8 9 -7 -10 12 -8 -13
right_child=-2 2 3 4 -6 6 11 -9 10 -11 -12 13 -14 -15
leaf_value=0.0021096544269108989 -0.0015185011983091805 -0.0014714315098564312 0.0018380628398498673 0.0021982363424424582 -0.00152384956546124 -0.003082231655956363 -0.0011999686719405122 -0.0021308106681230603 -0.00070217138503958249 0.00026856132846572896 0.0030939801101230709 0.0026312432737270373 0.001144681804251545 0.00081548625584518058
leaf_weight=0.0011532851101471271 0.0011065049653513339 0.001510995916275455 0.0010192805113908828 0.0011878864804424358 0.0014712304655926109 0.0012592800109524072 0.0014387975759245358 0.0016232365474547518 0.0011390953291821326 0.0019234912569034979 0.0010751221675740046 0.0010199033612647845 0.0012389638227320865 0.0010389243247401897
leaf_count=223 333 214 98 155 329 145 362 423 100 187 82 107 46 317
internal_value=0 7.61357e-05 -6.22567e-05 7.56913e-05 -4.89174e-05 0.000118716 -9.13947e-05 -0.000612097 -0.000155318 -0.0010572 0.00114107 0.000680352 -0.000115131 0.00171498
internal_weight=0 0.0180995 0.0169462 0.0154352 0.0144159 0.0129447 0.0117568 0.00702023 0.00539699 0.00318277 0.00221422 0.00473659 0.00267776 0.00205883
internal_count=3121 2788 2565 2351 2253 1924 1769 937 514 332 182 832 408 424
is_linear=0
shrinkage=0.00533549


Tree=1846
num_leaves=16
num_cat=0
split_feature=1 123 48 50 12 48 3 4 1 13 3 12 4 16 0
split_gain=0.000100056 0.000138094 0.000175761 0.000148906 0.000145425 0.000235789 0.000121373 0.000206204 0.000344017 0.000172644 0.000154864 0.000144968 0.00024482 0.000134697 5.64818e-05
threshold=0.14000500000000002 1.0000000180025095e-35 0.11951500000000001 0.088425000000000017 -1.0000000180025095e-35 0.096390000000000017 0.10542000000000001 0.053180000000000012 0.091095000000000023 -0.023499999999999997 -0.10519499999999998 0.089735000000000023 -0.029144999999999997 -0.25582999999999995 -0.13455999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 6 7 8 9 -6 -9 12 -11 -12 -8
right_child=-2 -3 -4 -5 5 -7 14 10 -10 11 13 -13 -14 -15 -16
leaf_value=-0.0023588292838186324 0.0017878513048046872 0.0020533061126095254 -0.0029672571557033288 -0.0022394657651893753 -0.0021622874446949139 0.0032921148035060755 0.00041242476086935992 0.0032057761987751951 -0.004561152953523653 -0.0029987168549358333 -0.001521881675402893 0.002091524869886353 0.001574722604713645 0.0017024559144967952 0.002620359418601846
leaf_weight=0.0010365005741844171 0.0013080583295430699 0.0012114648740409106 0.0010688503495557269 0.0013931530476098209 0.0016366631226336333 0.0010867308380229082 0.0011139705187659388 0.0010355143880499129 0.0010590921075931403 0.0010423434774830091 0.0012018859437220586 0.0015062686663420977 0.0011031266366236967 0.001171464982549289 0.0010128551991794863
leaf_count=122 124 236 75 500 710 130 56 74 223 270 101 242 65 148 45
internal_value=0 -0.000151624 -0.000313826 -0.000129657 8.01962e-05 0.000275113 -7.95493e-07 -0.000320091 -0.00104101 -0.00033604 0.0010223 0.000482462 -0.000647212 6.96228e-05 0.00146391
internal_weight=0 0.0176799 0.0164684 0.0153996 0.0140064 0.0129699 0.0118832 0.00975636 0.00634749 0.0052884 0.00340887 0.00365174 0.00214547 0.00237335 0.00212683
internal_count=3121 2997 2761 2686 2186 2064 1934 1833 1510 1287 323 577 335 249 101
is_linear=0
shrinkage=0.0067667


Tree=1847
num_leaves=22
num_cat=0
split_feature=1213 456 1374 457 11 160 13 484 50 13 40 474 156 47 15 42 0 43 16 16 2
split_gain=0.000598848 0.000388761 0.000326651 0.000389277 0.000332934 0.000297918 0.000283455 0.000326293 0.000451749 0.000270902 0.000412145 0.000364905 0.0004746 0.000249545 0.000318712 0.000283913 0.000363376 0.000392245 0.000322111 0.000161997 0.000134206
threshold=-1.0000000180025095e-35 0.087485000000000021 -0.094929999999999987 0.088350000000000026 0.088215000000000002 -0.26568499999999995 -0.53104499999999988 -0.0068949999999999992 0.099210000000000007 -0.094514999999999988 0.05433000000000001 0.084660000000000027 1.0000000180025095e-35 0.11774000000000001 0.088655000000000025 -0.095284999999999995 -0.13455999999999999 -0.083134999999999987 -0.056919999999999991 -0.15241499999999997 0.097845000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 -4 -7 -8 9 20 11 12 13 14 15 -11 -17 -18 -19 -16 -9
right_child=1 -3 3 -5 -6 6 7 8 -10 10 -12 -13 -14 -15 19 16 17 18 -20 -21 -22
leaf_value=-0.00098720027824946615 -0.00068348381275759108 -0.00079234809480332612 -0.0006574194607527914 0.00085891675347221066 -0.00069535884520754889 -0.00060693027537408746 -0.00053173342785153247 0.00023479253784121636 0.0011044093837514679 0.00096551380489168833 0.0010060823786409057 0.00074835816290515277 -0.001034989456868099 -0.00064763502975398923 4.1935421235865122e-05 0.0006999744315130394 0.00044717501402821664 -1.7318793701232409e-05 -0.0010260220952435601 -0.00076106108446475555 0.00085126462769349789
leaf_weight=0.0013050876269464209 0.0011778457206172979 0.0011760947214888842 0.0010585930056518636 0.0014709143706742303 0.0011889395739532729 0.0010374964799435482 0.0012951627474387375 0.0014225777102700654 0.0012449491485795319 0.0010487968084342851 0.0010112896673264435 0.0013709921261707012 0.0010114532207972657 0.0010850448503560992 0.0010293921503432557 0.0018121032085322512 0.0018823069619593241 0.0017357767660314775 0.0011705244864686163 0.0012033447728666269 0.0017259923589336701
leaf_count=491 40 165 220 94 107 32 393 81 87 71 35 151 143 38 18 91 168 255 118 230 93
internal_value=0 4.33219e-05 8.1147e-05 0.000117454 7.07155e-05 0.000111844 0.000150461 0.000189653 0.000239471 0.000177973 9.14249e-05 2.21364e-05 -6.09812e-05 2.88462e-05 0.000103122 0.000247301 0.000133183 -8.13023e-05 -0.000423578 -0.000390844 0.000572732
internal_weight=0 0.0271596 0.0259835 0.0248057 0.0233347 0.0221458 0.0210872 0.0200497 0.0187545 0.0175096 0.014361 0.0133497 0.0119787 0.0109673 0.00988225 0.00764951 0.00660071 0.00478861 0.0029063 0.00223274 0.00314857
internal_count=3121 2630 2465 2425 2331 2224 2004 1972 1579 1492 1318 1283 1132 989 951 703 632 541 373 248 174
is_linear=0
shrinkage=0.00148603


Tree=1848
num_leaves=24
num_cat=0
split_feature=1213 14 1374 457 1447 128 13 13 124 132 133 52 39 47 52 42 43 52 0 1 3 2 0
split_gain=0.000593277 0.000553614 0.000487974 0.000412367 0.000447154 0.000295749 0.000271583 0.000403174 0.000409636 0.000309254 0.000336173 0.000269448 0.00036596 0.00043958 0.00025238 0.000271049 0.000378498 0.000261426 0.000241427 0.000234 0.000232458 0.000206965 0.000201366
threshold=-1.0000000180025095e-35 0.076175000000000007 -0.094929999999999987 0.080930000000000016 -1.0000000180025095e-35 0.086435000000000012 -0.53104499999999988 -0.39067499999999994 -0.043384999999999993 0.081240000000000021 0.093615000000000018 -0.40306999999999998 0.10616500000000001 0.09585500000000001 -0.070154999999999981 0.088380000000000014 -0.0037449999999999996 -1.0000000180025095e-35 -0.084144999999999984 0.086105000000000015 -0.10023499999999998 0.092635000000000009 -0.10224499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 -4 6 -6 -8 -9 10 11 -10 13 14 -13 16 -16 -18 22 -5 -17 -15 -19
right_child=1 -3 3 19 5 -7 7 8 9 -11 -12 12 -14 21 15 20 17 18 -20 -21 -22 -23 -24
leaf_value=-0.00093251886766018363 -0.00082294368516894981 -0.0010165812914638835 -0.0008688088954642442 0.00010328574540279329 -0.00060319510566068458 -0.00067434926461902827 0.00088656061541876217 0.00098699410023704321 -0.00061161854669688641 0.00066370393385016839 -0.00071465574579377723 -0.00034265426226322033 0.0009084354547064914 -0.0010272191065190093 -0.00072138284589520145 0.0011628379891917425 0.00084910728577336579 -1.446631481405102e-05 -0.00040219666092499188 0.00097515737366061519 0.00028476374668808533 -0.0001169966082029178 0.00072088713299829307
leaf_weight=0.0014032079544934453 0.0012284406014302354 0.0010214208120280501 0.0010633382148535339 0.0010476889817172532 0.0010169777309219042 0.0010085234706753701 0.0015353870138591864 0.0010724791031902761 0.0011693949549849625 0.0016474384079138695 0.0012823305844474322 0.0017697742450098917 0.001138103191958618 0.001033690445797931 0.0010055070527207862 0.001106224774673592 0.0012108334616236505 0.0017742431120311153 0.0014577304602365832 0.0017360329109959161 0.0015181840163233928 0.0010886163237486812 0.0014254062447833782
leaf_count=491 53 87 239 76 28 134 94 159 205 159 286 164 41 77 241 24 31 47 114 125 150 47 49
internal_value=0 3.71722e-05 7.51561e-05 0.000115855 5.50674e-05 9.73012e-05 0.000132274 0.000167496 0.000111453 6.1044e-05 2.57272e-06 6.11624e-05 0.000115315 4.79037e-05 0.000162464 0.000256582 0.000104509 0.000246024 8.92339e-05 0.000647017 0.000654884 -0.000560329 0.000313125
internal_weight=0 0.0293578 0.0283363 0.0271079 0.0243242 0.0232608 0.0222523 0.0212353 0.0197 0.0186275 0.01698 0.0156977 0.0145283 0.0133902 0.0112679 0.00949813 0.00687372 0.00586821 0.00465738 0.00278372 0.00262441 0.00212231 0.00319965
internal_count=3121 2630 2543 2490 2289 2050 1916 1888 1794 1635 1476 1190 985 944 820 656 482 241 210 201 174 124 96
is_linear=0
shrinkage=0.00145689


Tree=1849
num_leaves=16
num_cat=0
split_feature=41 2 484 50 16 52 160 48 3 43 12 2 3 16 4
split_gain=8.52887e-05 0.00010409 9.59191e-05 0.000109156 0.000143576 0.000259879 0.000246404 0.000170024 0.000156461 0.000142532 0.000147692 0.000125782 0.000234162 0.000118908 4.13955e-05
threshold=0.079885000000000025 -0.0091949999999999983 -0.0068949999999999992 0.098445000000000019 -0.014034999999999997 0.090645000000000017 -0.081969999999999987 0.087745000000000004 -0.082594999999999988 -0.17390999999999998 0.097825000000000009 0.11389000000000002 0.090900000000000009 -0.11227499999999999 -0.082109999999999975
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 8 -6 9 14 -8 -11 12 13 -10 -4
right_child=-2 2 3 -5 6 -7 7 -9 11 10 -12 -13 -14 -15 -16
leaf_value=0.0015901261089020639 -0.0014942493480398988 -0.001543960098977265 0.0018311409160894387 0.0017646755077216124 0.0025098263885212383 -0.0029109482690065961 0.00095430535626435137 0.0019240299567746624 -0.00013832495618131156 -0.0021015893308119781 0.00039534742673098659 -0.002302412009159289 0.0015207969367304684 -0.0025331650562524385 0.00032034857548201396
leaf_weight=0.0012010265626404342 0.001046349216618391 0.0011204105580121413 0.0010517095190111514 0.0010143730988829971 0.0014145957633493467 0.0011193933492330554 0.0013452833370157791 0.0010478979177190872 0.0012944040950029186 0.0017722804631957649 0.0010885572081996836 0.0010462749513616351 0.0013984056942244055 0.0010848878496921861 0.0010141297173080739
leaf_count=159 133 486 275 228 188 376 56 117 86 335 106 126 62 235 153
internal_value=0 7.26554e-05 -3.57467e-05 7.19386e-05 -4.50452e-05 -0.000526557 0.000533265 1.09453e-06 -0.000139163 -0.000477979 -0.0011515 -0.000665326 -0.000211917 -0.0012303 0.00108949
internal_weight=0 0.0180136 0.0168126 0.0156922 0.0146778 0.00800921 0.00666861 0.00525402 0.00688981 0.00420612 0.00286084 0.00482397 0.0037777 0.00237929 0.00206584
internal_count=3121 2988 2829 2343 2115 1313 802 614 937 497 441 509 383 321 428
is_linear=0
shrinkage=0.00533549


Tree=1850
num_leaves=25
num_cat=0
split_feature=1213 133 133 160 150 42 123 13 13 131 52 130 43 49 159 150 4 12 49 13 0 16 1 12
split_gain=0.000522433 0.000480407 0.000676944 0.000526474 0.000403643 0.000355771 0.000549342 0.000414719 0.000425199 0.000277019 0.000313453 0.000439014 0.00032332 0.000258511 0.000671693 0.000362554 0.000358599 0.000252994 0.000149439 0.000301634 0.000255492 0.000571944 0.000113151 2.21201e-05
threshold=-1.0000000180025095e-35 -0.25159999999999993 -0.085499999999999979 -0.40698999999999991 -0.22665999999999997 -0.11466499999999999 1.0000000180025095e-35 -0.53104499999999988 -0.23438999999999996 0.10033500000000002 -0.0064899999999999992 -1.0000000180025095e-35 -0.14968999999999996 -0.013914999999999999 0.087225000000000011 0.087170000000000011 0.0061450000000000003 0.092355000000000007 -0.006494999999999999 -0.082014999999999991 -0.13843999999999998 -0.056919999999999991 0.087325000000000014 0.095175000000000023
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 22 -4 -5 -6 7 -7 23 10 13 -12 -13 15 -15 -10 -17 18 -14 -20 -21 -22 -3 -9
right_child=1 2 3 4 5 6 -8 8 9 -11 11 12 17 14 -16 16 -18 -19 19 20 21 -23 -24 -25
leaf_value=-0.00080860310623732511 -0.00088518960823173536 0.00047275402811605899 -0.0009401945205000313 0.00087146475794032873 -0.00060191998176344086 -0.00087478715242402026 0.00082505838668103608 0.0004980563706018684 0.00051018860895963485 0.00060932690125824792 -0.0007527774824613629 0.00081235739478727914 -0.00023406057122802015 -0.0011926890179568188 7.7014843739707609e-05 -0.00090905619872058653 0.00016246803835866873 -0.00055714960615289356 0.00077348796655041642 0.00059689702546173742 0.00034420049962217297 -0.00092186640236353618 0.0010789829007057396 0.00078961077480748125
leaf_weight=0.0015276824146999149 0.0010859430718354037 0.0012149980973484844 0.001118249560920769 0.001099187439805859 0.0017642892409938929 0.0010330661289543732 0.0016668790284371576 0.0010384512293116757 0.001404168836067309 0.0012398815543386279 0.0011254024225927648 0.0013305868354649428 0.0014751934713850296 0.0017271819399466912 0.0015503411933987243 0.0012456616932562392 0.0012047555264871335 0.0010984451678732188 0.00164085645223923 0.0012397354691771074 0.0017499328362471384 0.0011657841992587237 0.0011999838628719006 0.0010032479228350155
leaf_count=491 170 125 194 29 96 18 228 74 77 118 108 41 106 442 165 81 14 186 109 35 87 41 62 24
internal_value=0 2.99569e-05 6.27163e-05 1.19699e-06 4.04728e-05 4.93664e-06 4.96605e-05 -8.36993e-06 3.37714e-05 -3.08414e-05 -7.50407e-05 7.51214e-05 0.00017117 -0.000302974 -0.000592091 -5.71401e-05 -0.000382238 6.92387e-05 0.000163862 0.000265136 6.44033e-05 -0.000162008 0.000773984 0.00064132
internal_weight=0 0.0314222 0.0303363 0.0279213 0.026803 0.0257039 0.0239396 0.0222727 0.0212396 0.0191979 0.017958 0.0108259 0.00970053 0.00713211 0.00327752 0.00385459 0.00245042 0.00836995 0.0072715 0.00579631 0.00415545 0.00291572 0.00241498 0.0020417
internal_count=3121 2630 2460 2273 2079 2050 1954 1726 1708 1610 1492 713 605 779 607 172 95 564 378 272 163 128 187 98
is_linear=0
shrinkage=0.00140032


Tree=1851
num_leaves=15
num_cat=0
split_feature=128 1 47 3 1 51 2 48 15 42 0 3 49 2
split_gain=8.73112e-05 0.000113845 0.000208108 0.000132966 0.000117382 0.000184723 0.000147124 8.55532e-05 0.000220939 0.000103277 0.000106162 0.000156796 7.92999e-05 7.67522e-05
threshold=1.0000000180025095e-35 0.12337000000000002 0.10621500000000002 0.10299500000000002 0.094385000000000011 0.086310000000000012 0.10803500000000001 0.083985000000000018 -0.0063699999999999989 0.091545000000000015 -0.083914999999999976 -0.091054999999999983 -0.012034999999999999 0.11448000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -3 5 7 12 8 -1 10 -10 -12 -6 -8
right_child=-2 3 -4 -5 6 -7 13 -9 9 -11 11 -13 -14 -15
leaf_value=-0.0026940235121516295 -0.0017768298781637513 0.0029320038113084756 -0.0026510713149056572 0.00016700937928718938 0.0033161965459826714 -0.0027426832995379206 -0.0011657718480427518 0.0013040118565245072 0.001755633563783824 -0.0014978253710229345 0.001425445863527835 -0.0013673008859935343 0.00093934071228689319 0.0010889985664586277
leaf_weight=0.001194229044603025 0.0010005848532639574 0.0010601323694182296 0.0011331638072155656 0.0017022958751303635 0.0010098314267755065 0.0010366539055508281 0.0012782300448814787 0.0015413868874395165 0.001807297211245903 0.0011045410511462683 0.0013660210006325455 0.0016885628735777399 0.0011033146456175267 0.0010192483975317579
leaf_count=522 231 144 128 137 123 242 83 214 327 229 131 290 203 117
internal_value=0 8.31252e-05 -0.000123843 0.00122813 7.85531e-05 -0.000297119 0.00090804 -5.78449e-06 -0.000287729 0.000193911 0.000578247 -0.000118374 0.00207519 -0.00016547
internal_weight=0 0.0180449 0.0152825 0.00276243 0.0141493 0.00973869 0.00441062 0.00870204 0.00716065 0.00596642 0.00486188 0.00305458 0.00211315 0.00229748
internal_count=3121 2890 2609 281 2481 1955 526 1713 1499 977 748 421 326 200
is_linear=0
shrinkage=0.0061288


Tree=1852
num_leaves=14
num_cat=0
split_feature=11 3 13 124 0 15 151 16 0 13 15 15 12
split_gain=7.87942e-05 0.000110016 0.000116379 9.9768e-05 9.58304e-05 0.000137836 0.000133039 0.000144015 0.000110671 0.000116689 0.000174529 0.000191156 0.000255444
threshold=0.081790000000000015 -0.12018999999999998 0.073000000000000023 -0.043384999999999993 -0.10011499999999998 -0.015744999999999999 -0.044604999999999992 -0.090344999999999995 -0.084804999999999978 -0.095304999999999987 0.088655000000000025 0.024640000000000006 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -3 5 6 -5 -8 -6 -10 11 12 -11
right_child=-2 3 -4 4 8 -7 7 -9 9 10 -12 -13 -14
leaf_value=0.0030665374164195237 -0.0015477132695528818 0.0016356118984938374 4.4347360655966606e-05 -0.002116366986788775 -0.0027593713649166434 0.001843688633563571 0.0016524785532832829 -0.0010022471680117171 0.0011761494879157341 0.00099332145971731882 -0.003400421378107899 0.0021074161877511514 -0.0031976749417444569
leaf_weight=0.0010649313568702164 0.0013679482674009416 0.0013354457739344549 0.0011844995291638849 0.0012804224618088722 0.0010743851059861606 0.0018573277306208604 0.0018663630932740649 0.0017357224375542657 0.001472796088485522 0.0011918716172719312 0.0010137473465675756 0.0010446383374627249 0.0013824417999785399
leaf_count=99 175 251 81 92 709 94 162 81 71 126 511 231 438
internal_value=0 0.000105497 0.00147512 -9.64594e-05 -0.000262633 0.000305496 -0.000279639 0.000373257 -0.000795942 -0.000450437 -0.00096755 -0.00028605 -0.0012573
internal_weight=0 0.0175046 0.00224943 0.0152552 0.0139197 0.00673984 0.00488251 0.00360209 0.00717988 0.0061055 0.0046327 0.00361895 0.00257431
internal_count=3121 2946 180 2766 2515 429 335 243 2086 1377 1306 795 564
is_linear=0
shrinkage=0.00663402


Tree=1853
num_leaves=16
num_cat=0
split_feature=403 52 1 52 474 0 16 12 151 16 47 49 16 3 43
split_gain=8.68216e-05 9.95893e-05 0.000192489 0.000105393 0.000114344 0.000136717 0.000186464 0.000183279 0.000138836 0.000198769 0.000172302 0.000299467 6.95807e-05 6.45614e-05 3.34734e-05
threshold=-1.0000000180025095e-35 -0.40306999999999998 0.13842500000000005 0.19022000000000003 0.084660000000000027 -0.084269999999999984 -0.056919999999999991 0.092355000000000007 -0.0083949999999999979 -0.48836499999999994 0.092165000000000011 -0.043469999999999995 -0.083134999999999987 -0.082484999999999989 -0.085739999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 5 6 8 12 -3 -10 11 -11 -7 -9 -14
right_child=1 2 -4 -5 -6 7 -8 13 9 10 -12 -13 14 -15 -16
leaf_value=-0.0016746994460944964 -0.0016916136994587975 -0.0015503085891457199 0.0026182901952921398 -0.0016889007852516893 0.0020376634890496453 0.0028075004145037153 -0.0023826173187536386 0.00037729799449209503 0.0028292536029342961 0.0012131315418730643 0.0018250010833941119 -0.0033868997624936894 0.0016352397452931008 -0.0018152432663493365 0.00013936244952436074
leaf_weight=0.0011100807741878617 0.0011015810203097399 0.0016137438496983819 0.00116056561416199 0.0012327793697594078 0.0011434308869678342 0.0011878651729545307 0.0015943427810525632 0.0010095192852784818 0.0010821461704982613 0.0010086249165294232 0.0010465234800536294 0.0011239833218602956 0.0012795229305258005 0.001008330242222355 0.0010018721626268911
leaf_count=756 304 122 133 318 201 111 280 89 93 41 32 234 82 153 172
internal_value=0 9.25487e-05 0.000211713 2.95533e-05 0.000179801 1.58412e-05 -0.000523761 0.000750378 -1.9311e-05 0.000560477 -0.000211793 -0.0012113 0.00160463 -0.000718327 0.000978327
internal_weight=0 0.0175948 0.0164933 0.0153327 0.0140999 0.0129565 0.00746936 0.00548711 0.00587502 0.00426128 0.00317913 0.00213261 0.00346926 0.00201785 0.0022814
internal_count=3121 2365 2061 1928 1610 1409 802 607 522 400 307 275 365 242 254
is_linear=0
shrinkage=0.0061288


Tree=1854
num_leaves=23
num_cat=0
split_feature=1213 14 1374 457 1447 453 4 16 15 158 49 159 52 13 12 52 3 1 3 1 1 0
split_gain=0.000605114 0.000382614 0.000464609 0.00044476 0.000349184 0.000268197 0.000359437 0.000334176 0.000318708 0.000323026 0.000287617 0.000358851 0.000414016 0.000507394 0.000227113 0.000216423 0.000426074 0.000358334 0.000181955 0.000151122 0.000121139 4.42499e-05
threshold=-1.0000000180025095e-35 0.062655000000000016 -0.094929999999999987 0.080930000000000016 -1.0000000180025095e-35 1.0000000180025095e-35 0.40473500000000007 -0.014754999999999999 -0.14147499999999996 0.080150000000000013 0.10542000000000001 0.076905000000000015 0.11434500000000002 -0.084034999999999985 0.09857500000000001 0.08976000000000002 -0.059315 0.092695000000000013 0.10542000000000001 0.086920000000000011 0.08592000000000001 -0.074229999999999977
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 -4 6 8 -8 -6 10 11 12 13 20 15 16 -15 -18 -19 -5 -10 -16
right_child=1 -3 3 19 5 -7 7 -9 9 -11 -12 -13 -14 14 21 -17 17 18 -20 -21 -22 -23
leaf_value=-0.00094573504851119242 -0.00083522823799108759 -0.00079820979849046041 -0.00075590097319684808 0.0002625954537396322 -0.00063871154170598078 -0.00059319998305152038 0.0010773959436267294 1.956078841645798e-05 0.00034979685210735655 -0.00068313422181876546 0.00075306428037226979 0.00081880621826772707 -0.0006137171667019894 -0.0010960729757347688 0.00013155429066796242 0.00022284381372273147 0.00040224695307217368 -0.0008551694040318114 -4.4388775811048896e-05 0.00094445622803748395 0.00089004547542317967 0.00054564778306221513
leaf_weight=0.0013293091912454915 0.0011048455329305531 0.0010743552930669855 0.0010562153406063054 0.0011420736426903657 0.0012693347003269661 0.0011401909434909365 0.001343658920907001 0.0010379439024816575 0.0019900148315437566 0.0010031572732326624 0.0013561364339157713 0.0011860179886852293 0.0017822054798831153 0.0011424896499924115 0.0010021605348231599 0.0017773401221337082 0.0015272072191656804 0.0011789210939072703 0.0010058427231882661 0.0014422776623039535 0.0013770342334380459 0.0010221226538771333
leaf_count=491 53 90 239 78 124 74 184 61 141 174 156 127 231 406 54 91 38 39 20 123 51 76
internal_value=0 2.12462e-05 5.399e-05 9.20954e-05 3.0708e-05 6.82312e-05 0.000104141 0.000616373 3.86233e-05 8.81756e-05 0.000135507 7.96417e-05 1.614e-05 0.000109505 -6.99088e-05 -0.000195225 -0.000348291 -0.000118134 -0.000481894 0.000643129 0.000570744 0.000340643
internal_weight=0 0.0279615 0.0268872 0.0257823 0.023198 0.0221418 0.0210016 0.0023816 0.01862 0.0173507 0.0163475 0.0149914 0.0138053 0.0120231 0.00865608 0.0066318 0.00485446 0.00371197 0.00218476 0.00258435 0.00336705 0.00202428
internal_count=3121 2630 2540 2487 2286 2047 1973 245 1728 1604 1430 1274 1147 916 724 594 503 97 59 201 192 130
is_linear=0
shrinkage=0.00140032


Tree=1855
num_leaves=14
num_cat=0
split_feature=50 15 47 42 131 52 484 457 13 3 3 4 12
split_gain=7.91891e-05 0.000159047 0.000122352 0.000111701 0.000134441 0.000123521 0.000127554 0.000114556 0.000114151 0.000158883 0.000136431 0.000141978 0.000114495
threshold=0.10647500000000001 -0.24436499999999997 0.13148500000000005 0.09832500000000001 0.088495000000000004 0.14295500000000003 0.085515000000000022 0.045365000000000009 -0.095304999999999987 0.088060000000000013 -0.059315 -0.082109999999999975 0.091840000000000019
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 6 7 8 12 10 11 -10 -3
right_child=-2 2 -4 -5 -6 -7 -8 -9 9 -11 -12 -13 -14
leaf_value=0.0023747706437483177 -0.0016678438281778171 0.001344709389435384 -0.0020970329790869326 0.0017055739819581152 -0.0022152449546070717 0.0020785693444136059 0.0018052030923205223 0.0010333528438969983 -0.00036182571716850901 -0.0034055390125044913 0.00053921881760085112 -0.0032968835815663311 -0.0012414474782327957
leaf_weight=0.0011127263645115465 0.0010654580439876373 0.0017880927309246192 0.0010841039161562085 0.0014849029435636688 0.0010811387906909673 0.0011046976337037448 0.0012201464493939449 0.0019591498927820925 0.0015133616693182913 0.0010081239361969807 0.0020509302599121502 0.0011212986769503323 0.0010689471917899596
leaf_count=223 333 133 37 270 342 146 197 192 383 70 159 599 37
internal_value=0 8.72699e-05 -6.71359e-05 7.57542e-05 -9.81567e-05 8.01768e-05 -0.000108025 -0.000330141 -0.000642545 -0.0011542 -0.000669812 -0.00161097 0.000377112
internal_weight=0 0.0175976 0.0164849 0.0154008 0.0139159 0.0128347 0.0117301 0.0105099 0.00855075 0.00569371 0.00468559 0.00263466 0.00285704
internal_count=3121 2788 2565 2528 2258 1916 1770 1573 1381 1211 1141 982 170
is_linear=0
shrinkage=0.00625138


Tree=1856
num_leaves=22
num_cat=0
split_feature=1213 1456 453 11 4 160 1374 48 151 49 49 42 51 0 15 0 16 124 12 3 1
split_gain=0.000562193 0.000349791 0.00026913 0.000262865 0.000449635 0.000304336 0.000243485 0.000239205 0.000322935 0.000244672 0.000411429 0.000378748 0.000216884 0.000168262 0.000397783 0.000251064 0.000272732 0.000349832 0.000323433 0.000128071 5.61528e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 1.0000000180025095e-35 0.088215000000000002 0.27287000000000006 -1.0000000180025095e-35 -0.094929999999999987 0.016865000000000002 -0.0039699999999999987 -0.006494999999999999 -0.15986999999999998 0.10194000000000002 0.088785000000000017 -0.10011499999999998 -0.10324499999999999 -0.077999999999999986 0.15891500000000003 0.14970500000000003 0.097825000000000009 0.086245000000000016 0.089105000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 6 -6 -3 9 19 10 -8 13 -10 14 -11 -15 -17 18 -18 -9 -16
right_child=1 2 -4 -5 5 -7 7 8 12 11 -12 -13 -14 15 20 16 17 -19 -20 -21 -22
leaf_value=-0.0010558725827589169 -0.00083883613019315967 -0.00064386155005951825 -0.00066854980338741502 -0.00058269693185257184 0.00015724228857961589 0.0013155846613108 0.00015693819508884126 0.00044954096497840492 -0.00029788053564738678 -0.00028568474029196176 -0.0011970176583287273 -0.00067281944147166593 0.00058767408724747557 -0.00043928784965785591 0.00061227844284561538 0.00071131876797103145 -0.00073374812908340997 0.00077736688764595244 0.00029533099300656733 0.0012119112593105218 0.0011146783460697057
leaf_weight=0.0012292062195998201 0.0010937205072077813 0.0011160089425432665 0.0011663665563391703 0.0013029466334812936 0.0010033109932502393 0.0012884639857779273 0.00121068685214204 0.0010123442003329153 0.0017057545572647373 0.0010936777320007529 0.0010355265916199294 0.0014101501802052949 0.001152482758876916 0.0018493493584113112 0.0010525558776834877 0.001944526134819333 0.0017006274307053149 0.0010576333352503298 0.001372510883787037 0.0011946948108914057 0.0011663100167425
leaf_count=491 258 53 75 110 95 199 34 147 157 44 174 168 99 536 59 172 141 8 47 30 24
internal_value=0 3.46899e-05 7.16691e-05 0.000106666 0.000145106 0.000808477 7.2968e-05 0.00011305 0.000409085 1.23689e-05 -0.000467249 9.75507e-05 5.91879e-05 0.000194224 0.000492694 6.94622e-05 0.000224328 -4.91871e-06 -0.000274146 0.000862221 0.000876357
internal_weight=0 0.0269296 0.0258359 0.0246696 0.0233666 0.00229177 0.0210748 0.0199588 0.00506528 0.0148936 0.00224621 0.0126473 0.00285824 0.0112372 0.00331254 0.00792465 0.0060753 0.00413077 0.00307314 0.00220704 0.00221887
internal_count=3121 2630 2372 2297 2187 294 1893 1840 433 1407 208 1199 256 1031 127 904 368 196 188 177 83
is_linear=0
shrinkage=0.00157699


Tree=1857
num_leaves=16
num_cat=0
split_feature=0 1 2 13 147 3 2 1 15 2 12 16 13 12 48
split_gain=8.79435e-05 0.000130321 0.00014966 0.000103902 0.00014131 0.000145755 0.00016678 0.000177217 0.000131564 9.67551e-05 0.000123939 7.76171e-05 7.11038e-05 0.000118017 4.94287e-05
threshold=0.18019500000000002 0.08844500000000001 0.10402500000000002 -0.094514999999999988 1.0000000180025095e-35 0.10893000000000001 0.10402500000000002 0.12958500000000003 -0.091604999999999978 0.088225000000000012 0.084100000000000022 -0.093244999999999981 -0.010094999999999998 0.088930000000000023 0.089155000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 9 14 5 6 7 8 11 10 -1 -5 13 -11 -3
right_child=-2 3 -4 4 -6 -7 -8 -9 -10 12 -12 -13 -14 -15 -16
leaf_value=1.783855172189492e-05 0.0014928267683197453 0.0021061167567581209 -0.0024346300843511946 -0.001154396751036527 0.0018432456839045674 -0.0015433554667591983 0.0018407363876584784 0.0015787998543774922 -0.0021862798223964311 -0.00059112175119224784 -0.0025338748573263772 0.00074271477460040867 -0.00088350148332433387 0.0017231302727073921 0.00048636859566538609
leaf_weight=0.0010736558522729247 0.0010070410916366975 0.0010551066592944516 0.0010974954165321044 0.0010722849383348887 0.0010183869152554093 0.0017804283123190601 0.0012740250800282772 0.001073254857376171 0.0012858373455958026 0.0010807362460536207 0.0010115020851617119 0.0013122319558271931 0.0011367236462461877 0.0013637761515450653 0.0010079892504628596
leaf_count=252 36 134 274 56 95 73 239 54 418 202 632 73 221 289 73
internal_value=0 -9.64742e-05 -0.000666635 0.000257998 1.07157e-05 -0.000228603 0.00016039 -0.000290912 -0.000837638 -0.0003242 -0.00121999 -0.000110391 0.000197368 0.000699983 0.00131474
internal_weight=0 0.0176434 0.00676389 0.0108795 0.00881645 0.00779806 0.00601763 0.00474361 0.00367035 0.00566639 0.00208516 0.00238452 0.00358124 0.00244451 0.0020631
internal_count=3121 3085 1870 1215 1008 913 840 601 547 1596 884 129 712 491 207
is_linear=0
shrinkage=0.00523088


Tree=1858
num_leaves=15
num_cat=0
split_feature=41 2 52 52 4 15 15 3 13 51 47 48 133 47
split_gain=8.24344e-05 8.46291e-05 8.55317e-05 0.000136349 0.000184938 0.000200801 0.000283271 0.000295304 0.00024577 0.000199738 0.000135382 0.000271147 0.00011154 2.13167e-05
threshold=0.079885000000000025 -0.0091949999999999983 0.19022000000000003 0.10347000000000002 -0.42529999999999996 -0.016799999999999995 0.035560000000000008 -0.014944999999999998 -0.0034749999999999994 -0.076794999999999988 1.0000000180025095e-35 0.085875000000000021 -1.0000000180025095e-35 0.10670500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 9 7 -7 12 -6 11 -11 -8 -12
right_child=-2 2 -4 -5 5 6 8 -9 -10 10 13 -13 -14 -15
leaf_value=0.0017826702751853301 -0.0017908972965243253 -0.0026515375393934585 -0.0015691507917236299 0.0018150546815726262 -0.0029739148964051908 0.00031419509210690036 -0.00037838050314281365 0.0050953990440471206 -0.0022243055114668474 0.0030630901388493878 -0.0020229495188258863 -0.00099253910046582182 0.0025461240328374921 -0.00069537534463451659
leaf_weight=0.0011709201675594713 0.0010401849367425156 0.0011100648155060152 0.0013923788708227183 0.0017624887287822919 0.0012886066777716906 0.0010366183149057434 0.0010036527815572918 0.0011556250476512089 0.00143177652901971 0.001266814041310173 0.0010357037568631822 0.001551229153684025 0.0012250037260581074 0.0010111108094654417
leaf_count=159 133 158 339 212 279 192 390 54 238 325 139 180 234 89
internal_value=0 9.3853e-05 -2.76798e-05 0.000116574 -0.000111659 0.000123173 0.000985637 0.00283457 -0.000121696 -0.000697132 -9.40558e-05 0.000830615 0.0012291 -0.00136714
internal_weight=0 0.017442 0.0162711 0.0148787 0.0131162 0.0120061 0.00585268 0.00219224 0.00366043 0.00615346 0.00486486 0.00281804 0.00222866 0.00204681
internal_count=3121 2988 2829 2490 2278 2120 1108 246 862 1012 733 505 624 228
is_linear=0
shrinkage=0.00650394


Tree=1859
num_leaves=22
num_cat=0
split_feature=1213 1456 1374 11 51 15 0 403 4 151 1 16 16 0 47 0 4 13 13 0 4
split_gain=0.000497797 0.000341643 0.000344617 0.000369098 0.000408142 0.00022982 0.000179509 0.000203819 0.000243019 0.000201803 0.000231322 0.000262486 0.000332336 0.000338193 0.000380365 0.000323261 0.000299625 0.000219831 0.00016111 6.75534e-05 5.97987e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.094929999999999987 0.088215000000000002 0.078435000000000019 1.0000000180025095e-35 0.18019500000000002 0.03138500000000001 0.27834500000000006 0.08357500000000001 0.13146500000000003 0.31475000000000003 -0.014034999999999997 -0.11756999999999999 0.09550500000000002 -0.091069999999999984 -0.081114999999999979 -0.083364999999999981 -0.012549999999999997 -0.14226499999999997 0.42051500000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 6 19 7 8 9 10 11 12 13 -4 17 -14 -17 -15 -9 -6 -10
right_child=1 2 3 -5 5 -7 -8 18 20 -11 -12 -13 15 14 -16 16 -18 -19 -20 -21 -22
leaf_value=-0.00083805717164703536 -0.00072070192505326134 -0.00064415125740181333 -0.00084057460932704658 -0.00059657648463320296 0.00049596736345381234 -1.6368985705789964e-05 0.00053399945951302166 0.00074818566366156749 0.00059881075479746972 0.00045476085078950809 0.00030809048814851555 -0.00086995084274324875 0.0007757625761496004 8.6633334859468613e-05 0.00052254561098738343 0.00041358410071229228 -0.00056293133203419118 -0.00068771393024174405 2.8657963238078472e-05 0.00089526085205175157 0.00015697288641863331
leaf_weight=0.0011994942901149544 0.001008641467581394 0.0011436927295678237 0.0017393013356312688 0.0012606278246876093 0.0014003859125182316 0.0010338199534096759 0.0012560393745420497 0.001101485112292272 0.0010381258563628712 0.0010115675626490859 0.0015822093301265392 0.0010180089089776587 0.0010489187871385308 0.0010141809268995579 0.0010848012189565992 0.0010121689881507634 0.001190739359621165 0.0017227021297725768 0.0010664831049923265 0.0015591753868271071 0.0010969263123713664
leaf_count=491 258 55 82 110 35 94 27 77 87 69 29 180 89 139 36 101 257 425 96 214 170
internal_value=0 3.18588e-05 6.29917e-05 9.77953e-05 0.000137625 0.000519232 5.28872e-05 1.67615e-05 -3.94445e-05 -0.000110114 -0.000160181 -0.000235546 -0.000162263 -0.000358213 -0.000138684 0.000172833 -0.000114252 -0.000400771 0.00039423 0.000706326 0.000371808
internal_weight=0 0.02539 0.0243814 0.0232377 0.021977 0.00399338 0.0179837 0.0167276 0.0145597 0.0124246 0.011413 0.00983082 0.00881281 0.00556099 0.00382168 0.00325183 0.00220291 0.00273688 0.00216797 0.00295956 0.00213505
internal_count=3121 2630 2372 2317 2207 343 1864 1837 1664 1407 1338 1309 1129 682 600 447 358 564 173 249 257
is_linear=0
shrinkage=0.00131955


Tree=1860
num_leaves=15
num_cat=0
split_feature=484 4 42 47 4 16 156 151 52 47 4 15 3 3
split_gain=8.34875e-05 0.000130505 8.88888e-05 0.000215759 0.000236567 0.000134382 9.89878e-05 0.000153747 0.000128835 0.000157294 0.000134387 0.000134459 0.000135303 4.3729e-05
threshold=-0.0068949999999999992 0.27044500000000005 0.10194000000000002 0.11312500000000002 0.055260000000000011 -0.42170999999999997 0.084085000000000007 -0.024429999999999997 -0.083374999999999991 0.084635000000000016 -0.077679999999999985 0.088345000000000021 -0.084074999999999997 0.11296500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 6 -6 7 -2 -9 10 11 12 -10 -3
right_child=1 13 -4 -5 5 -7 -8 8 9 -11 -12 -13 -14 -15
leaf_value=-0.0017717407870060354 0.0026171364913506016 0.0026171180308352487 -0.0018497198786747865 0.0025580467307782786 -0.00063250075189390568 -0.0040884951202837423 -0.0015424139836610702 0.0021278294576875926 -0.0030303864881930345 0.0020714473858985906 -0.0028830503059418342 0.0017580643132089706 0.00037767246357348511 0.00063246250786320318
leaf_weight=0.0012451594037815967 0.0014053569057075905 0.0012037685926129934 0.0013409732736116573 0.0015111179971100128 0.0011329688171220209 0.0010981164948805919 0.0013804862729919149 0.0012395317366483156 0.0010637999398790416 0.0010662641844847442 0.001267874058076263 0.0011545862702727616 0.0012626416652144479 0.0010135202452000724
leaf_count=503 191 233 256 78 64 117 319 203 304 75 353 178 134 113
internal_value=0 0.000116262 -0.000120518 5.01995e-05 -0.000263731 -0.0023335 0.000205536 0.000490761 6.71687e-05 -0.000372072 -0.000920711 -0.00020598 -0.00118071 0.00170993
internal_weight=0 0.017141 0.0149237 0.0135827 0.0120716 0.00223109 0.00984054 0.00846005 0.0070547 0.00581517 0.0047489 0.00348103 0.00232644 0.00221729
internal_count=3121 2618 2272 2016 1938 181 1757 1438 1247 1044 969 616 438 346
is_linear=0
shrinkage=0.00704007


Tree=1861
num_leaves=22
num_cat=0
split_feature=1213 14 1374 457 1447 11 453 4 158 159 49 52 15 13 0 4 1 16 49 1 12
split_gain=0.000477998 0.000440687 0.000410696 0.000319007 0.000291077 0.000302562 0.000317951 0.000664933 0.000214802 0.000281925 0.000230737 0.000453828 0.000319627 0.000315871 0.000229652 0.000295606 0.000408687 0.000269895 0.000182631 0.000137326 5.04516e-05
threshold=-1.0000000180025095e-35 0.057600000000000005 -0.094929999999999987 0.080930000000000016 -1.0000000180025095e-35 0.089270000000000002 1.0000000180025095e-35 0.27287000000000006 1.0000000180025095e-35 0.076905000000000015 0.11136000000000001 0.11434500000000002 -0.10469999999999999 -0.095304999999999987 -0.10011499999999998 -0.082109999999999975 0.13021500000000003 0.15891500000000003 -1.0000000180025095e-35 0.086920000000000011 0.091545000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 -4 6 7 8 9 10 11 12 -6 20 18 17 -17 -16 -15 -5 -14
right_child=1 -3 3 19 5 -7 -8 -9 -10 -11 -12 -13 13 14 15 16 -18 -19 -20 -21 -22
leaf_value=-0.00090486703035408487 -0.00082705573479728437 -0.00096103090603440145 -0.00074491845860721298 0.00021314329150059978 -0.00048303148768216259 -0.0006750552561672527 -0.00065540933531413716 0.00099810084935519775 -0.00059031670083169825 0.00083537219269837464 0.00068765483541588946 -0.00070205237872378312 0.00095989041362159262 3.2903513954483932e-05 0.00058471856881202506 -0.00096968773916119926 0.0002295216541603379 -0.00030175532478190988 0.00090481541128443208 0.00092464665692569136 0.00049552802185754297
leaf_weight=0.0013374724190224055 0.0011448853996309785 0.0010067180455464167 0.0010253839459953276 0.0011125821466717581 0.0017701695389189471 0.001149642449743026 0.0011356082831525107 0.0019969504242713021 0.0010491247161902298 0.0011661972172489756 0.0012427126788313878 0.0018091966924129186 0.0010901990981935167 0.0010427023660781742 0.0019567909277000643 0.0015143031942588502 0.0011478093643972898 0.0013222882065786479 0.0011726347439564525 0.0014170130120159385 0.0010604001840874844
leaf_count=491 53 93 239 78 90 87 74 243 182 139 134 247 35 24 194 476 14 57 31 123 17
internal_value=0 2.31839e-05 6.08199e-05 0.000101187 4.41764e-05 8.15896e-05 0.00012407 0.000169836 7.44741e-05 0.000117274 6.19217e-05 5.92433e-06 0.00011198 0.000214169 7.79176e-05 -7.73901e-05 -0.000452631 0.000227248 0.000494429 0.000611709 0.000730926
internal_weight=0 0.0273333 0.0263266 0.0251817 0.0226521 0.0216267 0.0204771 0.0193415 0.0173445 0.0162954 0.0151292 0.0138865 0.0120773 0.0103071 0.00815653 0.00594119 0.00266211 0.00327908 0.00221534 0.0025296 0.0021506
internal_count=3121 2630 2537 2484 2283 2044 1957 1883 1640 1458 1319 1185 938 848 796 741 490 251 55 201 52
is_linear=0
shrinkage=0.00151575


Tree=1862
num_leaves=22
num_cat=0
split_feature=1213 1456 11 453 4 160 1374 51 15 12 130 0 42 42 49 16 2 43 48 4 15
split_gain=0.00050793 0.000400538 0.000377301 0.000326835 0.000571115 0.000275738 0.000251351 0.000324588 0.000262786 0.000238523 0.000205413 0.000391942 0.000256192 0.000396394 0.000453025 0.000339871 0.000328849 0.000303554 0.000260969 0.000136445 6.21653e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 0.088215000000000002 1.0000000180025095e-35 0.27287000000000006 -1.0000000180025095e-35 -0.094929999999999987 0.078435000000000019 -0.010414999999999999 -0.094384999999999983 -1.0000000180025095e-35 0.18019500000000002 0.092145000000000019 0.090310000000000015 -0.006494999999999999 0.31475000000000003 0.097845000000000015 -0.08287499999999999 0.084855000000000014 -0.012509999999999999 -0.094549999999999981
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 6 -6 -3 9 20 -8 -11 12 13 14 18 16 17 -16 -12 -19 -9
right_child=1 2 -4 -5 5 -7 7 8 -10 10 11 -13 -14 -15 15 -17 -18 19 -20 -21 -22
leaf_value=-0.00085878909337441898 -0.00082865604415318446 -0.00054145963557740396 -0.00067307465169940675 -0.00060860998113616144 0.00023544929213164606 0.0012202502446566827 -0.00066298324182794571 0.0010666307920233671 3.090635785896847e-05 -0.0003895524750020584 -0.00084812726045370315 0.00092012992648071007 -0.00046908631592657111 0.00095484266688264775 0.0007576565538581321 -0.00032488326189424309 0.0010156435820314271 0.00026257708354601001 8.7315225735948583e-05 -0.00031095822022925932 0.00058026770820426409
leaf_weight=0.0014296930875662408 0.0011080521533896942 0.0013529097439946005 0.001399564763931326 0.0013036244504815988 0.0010444310315743666 0.0014293254149531217 0.0010125139146523977 0.0010696644909232722 0.0015401587059660207 0.0018748041247420013 0.0016097388267377619 0.001201161709662558 0.0017461838855687981 0.0011166408965328509 0.0014747210795879595 0.0019221863568505415 0.0013391668227265008 0.0017281954840586656 0.0010432551087994346 0.0017947515160623368 0.0011656717250107806
leaf_count=491 258 53 110 75 95 199 57 51 122 162 179 19 276 84 123 92 99 203 89 139 145
internal_value=0 3.05373e-05 6.43348e-05 0.000102889 0.000139312 0.000804463 6.77458e-05 0.000105835 0.000493959 2.38029e-05 6.50698e-05 0.000121983 5.23845e-05 0.000128086 4.34826e-05 0.000211727 0.000374499 0.000202699 -0.000480277 -2.96082e-05 0.000813005
internal_weight=0 0.0292767 0.0281687 0.0267691 0.0254655 0.00247376 0.0229917 0.0216388 0.00377549 0.0178633 0.0168508 0.014976 0.0137748 0.0120287 0.010912 0.00825902 0.00633683 0.00499767 0.00265299 0.00352295 0.00223534
internal_count=3121 2630 2372 2262 2187 294 1893 1840 318 1522 1465 1303 1284 1008 924 656 564 465 268 342 196
is_linear=0
shrinkage=0.00145689


Tree=1863
num_leaves=14
num_cat=0
split_feature=11 3 1 3 15 43 160 15 151 16 0 2 1
split_gain=8.96037e-05 0.000108113 0.000122241 9.19493e-05 0.000321685 0.000119422 0.000167963 0.000163739 0.000128366 0.000192426 0.000188964 0.000178596 0.000134563
threshold=0.081790000000000015 -0.10519499999999998 0.077845000000000011 -0.078934999999999991 0.088235000000000022 -0.067199999999999996 -0.088854999999999976 -0.053579999999999996 -0.0083949999999999979 -0.056919999999999991 -0.10224499999999999 0.097845000000000015 0.10060500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 -3 7 -7 -5 -8 10 12 -11 -10
right_child=-2 3 -4 5 -6 6 8 -9 9 11 -12 -13 -14
leaf_value=9.4419218336621317e-05 -0.0014135664435914982 -0.0030721647621688684 0.0024349484321281117 0.0025760815705378032 0.00093976002392399764 0.0017933081574456069 -0.0019552845608484699 -0.00021855018830953339 -0.001805739567556216 -0.0030586180346537577 0.002422627651389276 -7.4964376896994119e-05 0.00095468877504488599
leaf_weight=0.0016788722285361298 0.0013521688609587903 0.0012867741516903479 0.001246552377691279 0.0013233711050936736 0.0012761889255475944 0.0011748496473936434 0.0015611983735119858 0.0013658240576421557 0.0010175306279018867 0.0010887855958999961 0.0013145339555722113 0.001571463249624358 0.0012761945295975963
leaf_count=117 175 1006 126 307 323 131 132 159 71 116 229 150 79
internal_value=0 0.000100246 0.00109174 -0.000103205 -0.00107449 0.000109675 -0.00020302 0.00115671 -0.000502569 -0.000140765 0.000711035 -0.00129611 -0.000269878
internal_weight=0 0.0171821 0.00292542 0.0142567 0.00256296 0.0116938 0.00900456 0.0026892 0.00782971 0.00626851 0.00360826 0.00266025 0.00229373
internal_count=3121 2946 243 2703 1329 1374 908 466 777 645 379 266 150
is_linear=0
shrinkage=0.00566207


Tree=1864
num_leaves=22
num_cat=0
split_feature=1213 160 133 133 42 123 13 456 484 1 43 0 43 4 2 150 2 52 1 49 16
split_gain=0.000588796 0.000358178 0.00040322 0.000448917 0.000352967 0.000471946 0.00052602 0.000344948 0.000384614 0.000337318 0.000343034 0.000315595 0.000280064 0.000355117 0.000290223 0.000354851 0.000325708 0.00023495 0.000251255 0.000204797 0.000145657
threshold=-1.0000000180025095e-35 -0.40698999999999991 -0.23133499999999999 -0.085499999999999979 -0.11466499999999999 0.084880000000000025 -0.53104499999999988 0.077935000000000018 -0.0068949999999999992 0.11230000000000001 0.093175000000000022 -0.23091999999999999 -0.14968999999999996 -0.39518999999999993 0.10882500000000002 0.087170000000000011 0.089885000000000007 0.0031350000000000002 0.091785000000000019 0.005085000000000001 0.058835000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 -4 -5 6 -6 8 -8 10 11 -10 -13 -14 15 16 17 18 -15 20 -11
right_child=1 2 3 4 5 -7 7 -9 9 19 -12 12 13 14 -16 -17 -18 -19 -20 -21 -22
leaf_value=-0.00097999036032397208 -0.00081179710602984306 -0.00083553441133832828 0.00080704356767235857 -0.00062867907366228649 -0.00098087873430731496 0.0010664042274464865 -0.00058875096467178795 -0.00066776597542401376 0.00064690591714366042 0.0011834542595321931 0.00077583693879734175 0.00045530767436445708 -0.00095454036889547355 -0.00077567607478797984 -0.00074714798594180615 -0.00068493255131589601 0.000694331583386128 0.00053652450295862118 9.4039014681633715e-05 0.00011476740256597472 0.0004448479924326158
leaf_weight=0.0012781985315793434 0.0010291460386794285 0.0010167050971956462 0.0017737886764342395 0.0015339185180955053 0.0010055708555256537 0.0010109870720673491 0.0014005010010030077 0.0011736615098861805 0.0015358833329415155 0.0013055443452414375 0.0014497855602613194 0.0018793030809527442 0.00106125347197849 0.0011749019668218733 0.0011227849573298698 0.0011649504490870433 0.0018868290747678373 0.0010964430319386764 0.0017629806832637485 0.0011710741596182572 0.0010013960914432296
leaf_count=491 215 190 146 97 18 178 334 175 45 123 32 89 120 175 91 103 192 131 81 40 55
internal_value=0 3.14861e-05 6.42007e-05 0.000100058 4.72286e-05 9.39226e-05 4.75312e-05 9.87585e-05 0.000146074 0.000204503 0.000104493 2.77662e-05 -5.75229e-05 -0.000161487 -5.89604e-05 5.00821e-05 0.000194692 -3.89869e-05 -0.000253773 0.000610958 0.00086284
internal_weight=0 0.0275574 0.0265283 0.0255116 0.0237378 0.0222039 0.0211929 0.0201873 0.0190136 0.0176131 0.0141351 0.0126853 0.0111494 0.00927014 0.00820889 0.00708611 0.00592115 0.00403433 0.00293788 0.00347801 0.00230694
internal_count=3121 2630 2415 2225 2079 1982 1804 1786 1611 1277 1059 1027 982 893 773 682 579 387 256 218 178
is_linear=0
shrinkage=0.00145689


Tree=1865
num_leaves=14
num_cat=0
split_feature=0 1 15 4 12 150 151 16 2 3 4 43 43
split_gain=8.62129e-05 0.000112058 0.000134436 0.000267391 0.000123407 0.000106645 0.000255315 0.000119649 0.000138089 0.00011379 9.17185e-05 0.000130645 9.36405e-05
threshold=0.18019500000000002 0.077565000000000009 0.091295000000000015 -0.029144999999999997 0.091475000000000015 0.081835000000000019 -0.055494999999999996 -0.36241499999999999 0.121465 0.10732000000000001 0.053180000000000012 -0.0024749999999999993 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 7 -7 -3 9 10 11 -9 -12
right_child=-2 5 -4 -5 -6 6 -8 8 -10 -11 12 -13 -14
leaf_value=0.00074365875586343371 0.0016681550798286369 -0.0015004777342920506 0.00081744098971730324 -0.003818264773262213 -0.0017666521924957917 0.0035703112736290093 -0.00013879118968692587 0.00070078899695694597 0.002254498092706547 -0.0018717096420042825 4.5336563740243744e-05 -0.0017371121978970144 0.0022377719888422051
leaf_weight=0.0014949865112515049 0.0010039908207241507 0.0017293891777095559 0.0012780396147024642 0.001115703481773222 0.0012459388360755441 0.001013128502721089 0.0017675876395140131 0.0015941623032100661 0.001001326425500354 0.0010502535688488024 0.0015227663454790638 0.0014627014033198327 0.001215744662343532
leaf_count=466 36 212 294 728 124 176 115 389 106 60 72 301 42
internal_value=0 -0.000106916 -0.000838362 -0.00138707 -0.00039745 0.000197018 0.00121259 -9.78766e-05 0.000211242 -8.76294e-05 0.000235686 -0.00046574 0.00101865
internal_weight=0 0.0174917 0.00513467 0.00385663 0.00274093 0.0123571 0.00278072 0.00957634 0.00784695 0.00684563 0.00579537 0.00305686 0.00273851
internal_count=3121 3085 1612 1318 590 1473 291 1182 970 864 804 690 114
is_linear=0
shrinkage=0.00589082


Tree=1866
num_leaves=22
num_cat=0
split_feature=1213 1456 128 1374 457 11 51 42 0 133 13 16 15 16 16 3 47 1 3 16 2
split_gain=0.000540528 0.000370636 0.000291584 0.000231363 0.000346547 0.000252586 0.000203999 0.000228679 0.000244134 0.000252262 0.000305305 0.000261212 0.000194063 0.000163063 0.000346076 0.00019892 0.000156647 0.000316705 0.000150594 0.000143778 1.62446e-06
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 0.086435000000000012 -0.094929999999999987 0.088350000000000026 0.088215000000000002 0.078435000000000019 -0.091214999999999977 0.18019500000000002 0.093615000000000018 -0.010384999999999998 0.26676500000000009 -0.010414999999999999 0.051380000000000002 -0.083134999999999987 -0.082879999999999995 0.092710000000000015 0.095285000000000022 0.088060000000000013 -0.011989999999999999 0.090790000000000023
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 5 6 7 -5 9 10 11 13 18 14 15 -9 17 19 -8 -12 -17
right_child=1 2 -4 4 -6 -7 12 8 -10 -11 16 -13 -14 -15 -16 20 -18 -19 -20 -21 -22
leaf_value=-0.00096160519610473275 -0.00082112559233227017 -0.00053387321064061034 -0.0006914843147824922 0.00054781103446709459 0.00082053986224701479 -0.00062188398964327406 0.0010802937649059482 0.00099363729125287025 0.00059700376307536768 -0.00068384474327447351 -0.00085676908346103947 -0.00041066503558598246 -1.6693024296253903e-05 0.00086132845364412386 -0.00051612571748951939 0.00024612438394659285 -0.00063137786970599409 0.00032200966802830043 0.00033396944596640892 -9.265653504537079e-05 0.00016327316963187619
leaf_weight=0.0012230267127010521 0.0010421560152551043 0.0011643629003730274 0.0010333029497144311 0.0017568487503477033 0.0014518017667856089 0.001022085219515744 0.0010936025047879327 0.0010235639168238997 0.0012871063933302387 0.0012743293095598658 0.0010886370135843593 0.00114029084660211 0.0012931660217680987 0.001086497560822991 0.0010035357311436316 0.0010014039987211679 0.0016080875307580289 0.0019877151114887429 0.0012074733256284276 0.0010053747445973541 0.0010078245349444057
leaf_count=491 258 55 135 106 110 99 135 46 25 339 119 85 112 104 334 120 52 144 65 82 105
internal_value=0 2.98211e-05 6.59632e-05 9.92632e-05 0.000132263 8.44242e-05 0.000120764 5.13759e-05 -8.71368e-06 -6.76543e-05 -1.96081e-06 0.000219966 0.000434886 0.000360339 0.000225482 0.000470877 -0.000246249 -9.45192e-05 0.000688665 -0.000489904 0.000204566
internal_weight=0 0.0255792 0.024537 0.0235037 0.0223393 0.0208875 0.0198655 0.0162712 0.0145144 0.0132273 0.0119529 0.00626312 0.00359424 0.00512283 0.00403633 0.00303279 0.00568981 0.00408173 0.00230108 0.00209401 0.00200923
internal_count=3121 2630 2372 2237 2182 2072 1973 1661 1555 1530 1191 794 312 709 605 271 397 345 200 201 225
is_linear=0
shrinkage=0.00145689


Tree=1867
num_leaves=13
num_cat=0
split_feature=50 47 4 1 16 48 4 15 15 4 52 457
split_gain=9.30544e-05 0.000143249 0.000149259 0.000228912 0.000119741 0.0001943 0.000183368 0.000134194 0.000195334 0.000197492 0.000150584 8.96856e-05
threshold=0.10647500000000001 0.13148500000000005 0.24564500000000003 0.111945 -0.094359999999999986 0.084855000000000014 -1.0000000180025095e-35 -0.0088349999999999974 0.088655000000000025 -0.084369999999999987 0.096795000000000006 0.083415000000000017
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -4 6 7 -1 -6 9 10 -9 -7
right_child=-2 -3 3 -5 5 11 -8 8 -10 -11 -12 -13
leaf_value=0.0005859744078836051 -0.0017643501007042943 -0.0020999288276876485 8.3084263067680289e-05 0.0036091112173628004 -0.0016495089700569873 0.00074340031885547486 -0.002287145237087982 -0.0016632554735456794 -0.0020502294186523617 0.0022664406026235997 0.0013412696591425834 0.0030302872097432302
leaf_weight=0.0014843107712346551 0.0010710351499017131 0.0010476654878921457 0.0017138277213405726 0.0011594816343971966 0.0018191364345395526 0.0014814269482031628 0.0019056012087396408 0.0013910834790700054 0.0011011752845640072 0.0020011521915119807 0.0011401355746372133 0.0011397107023886077
leaf_count=138 333 37 144 244 481 258 184 390 510 274 36 92
internal_value=0 9.69843e-05 0.000237868 0.00150596 -3.27564e-05 0.000302526 -0.00102912 -0.000202256 0.000265079 0.000827601 -0.000309929 0.00173777
internal_weight=0 0.0173847 0.016337 0.00287331 0.0134637 0.0100738 0.00338991 0.00745268 0.00563355 0.00453237 0.00253122 0.00262114
internal_count=3121 2788 2751 388 2363 2041 322 1691 1210 700 426 350
is_linear=0
shrinkage=0.0061288


Tree=1868
num_leaves=13
num_cat=0
split_feature=11 4 16 2 130 47 42 16 0 43 4 15
split_gain=8.74768e-05 0.000119321 0.000105927 0.000184901 0.000105099 0.000122779 0.000176737 0.000114339 0.000174813 8.78074e-05 8.67697e-05 8.1946e-05
threshold=0.087830000000000005 0.27287000000000006 -0.36241499999999999 0.10912000000000001 -0.0015749999999999998 0.10783500000000001 0.088915000000000008 0.22339500000000004 -0.077999999999999986 -0.0037449999999999996 -1.0000000180025095e-35 -0.016799999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 -4 6 7 8 9 -6 -11 -5
right_child=-2 -3 3 11 5 -7 -8 -9 -10 10 -12 -13
leaf_value=-0.0012802244335562536 -0.0014823848982740485 0.0013803423478170181 -0.0017797946730246548 0.0003026833006901254 -0.0014099284025020779 0.0014186391811753822 -0.0018921765316389943 -0.001487470184791283 0.0016820155994854511 0.0012096487773841772 -0.00054175993955685295 0.0022122717686517482
leaf_weight=0.0017424011263135726 0.0010388551673727866 0.0017377652573767983 0.0010415401398993782 0.0010937959374482942 0.0012322985716769919 0.0013749326445982599 0.0015086028276696736 0.0010924016469946313 0.0018767787002789155 0.0013954844842753375 0.0017379509750270472 0.0014043716569038809
leaf_count=136 121 314 230 209 694 98 529 137 216 193 108 136
internal_value=0 8.05839e-05 -6.51318e-05 8.87536e-05 -0.000196878 -3.5535e-05 -0.000261621 7.37428e-05 0.000346946 -0.000226986 0.000238235 0.00137618
internal_weight=0 0.0172383 0.0155006 0.0137582 0.01126 0.0102184 0.00884352 0.00733491 0.00624251 0.00436573 0.00313344 0.00249817
internal_count=3121 3000 2686 2550 2205 1975 1877 1348 1211 995 301 345
is_linear=0
shrinkage=0.00523088


Tree=1869
num_leaves=13
num_cat=0
split_feature=484 42 15 1 43 13 43 4 1 13 1 3
split_gain=8.24097e-05 0.00011725 0.000158479 0.000155318 0.000140908 0.000146744 0.00019227 0.000149375 0.000114904 0.00011586 0.000176498 8.77025e-05
threshold=-0.0068949999999999992 0.10256000000000001 -0.10653 0.111945 0.13895500000000002 0.19762500000000002 -0.084004999999999982 -0.27825499999999997 0.10060500000000001 -1.0000000180025095e-35 0.086560000000000012 -0.08824499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 6 11 -8 9 -9 -11 -4
right_child=1 -3 4 -5 -6 -7 7 8 -10 10 -12 -13
leaf_value=-0.0015961584449209741 0.00047334443589118187 -0.0016115082190915901 0.00033637110598406595 0.0035413604762386938 0.0018372463977781152 -0.0024701263745933654 -0.002723936677688769 -0.0021577381493859409 0.0010841219843216274 0.0021437582552172874 -0.0012364883892813218 0.0026505202736856284
leaf_weight=0.0012393472487994958 0.0017856069983664949 0.0014729775481152471 0.0014099388913267757 0.001074689225355566 0.0014437260517890524 0.0011188949342413332 0.0011097175608862928 0.0015605589180948476 0.0019795261052558133 0.001003078455398679 0.0016798470948125449 0.0012617145905966807
leaf_count=503 202 311 200 181 136 85 156 769 199 86 73 220
internal_value=0 0.000107318 0.000271429 0.00162608 -3.68944e-05 -0.000280145 -3.52167e-05 -0.00056879 -0.000184474 -0.000776256 2.73009e-05 0.00142925
internal_weight=0 0.0169003 0.0154273 0.0028603 0.012567 0.0111233 0.0100044 0.00733273 0.00622301 0.00424348 0.00268293 0.00267165
internal_count=3121 2618 2307 383 1924 1788 1703 1283 1127 928 159 420
is_linear=0
shrinkage=0.00637641


Tree=1870
num_leaves=13
num_cat=0
split_feature=41 2 52 52 4 15 15 3 42 49 15 2
split_gain=7.89322e-05 7.70932e-05 9.1484e-05 0.000115804 0.000132081 0.000200106 0.000241389 0.000277255 0.000244506 0.000178843 0.000336829 0.000113479
threshold=0.079885000000000025 -0.0091949999999999983 0.19022000000000003 0.10347000000000002 -0.42529999999999996 -0.016799999999999995 0.035560000000000008 -0.014944999999999998 0.081660000000000024 -0.043469999999999995 -0.10653 0.11215000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 9 7 -7 -8 -6 11 -11
right_child=-2 2 -4 -5 5 6 8 -9 -10 10 -12 -13
leaf_value=0.0016316334566249401 -0.0016778186932046445 -0.0021347151633426572 -0.0015493826188420457 0.001615253283566258 0.0008712180762784511 0.00026885829110639059 -0.0015421710692645045 0.0046794099680660612 0.0016703708024952291 0.0015147462727030882 -0.0033246269437802426 -0.0012681047317081968
leaf_weight=0.0011381792369968132 0.0010036982097814109 0.001075085783148297 0.0013440408482813934 0.0017195636977063592 0.0019141990838430212 0.001032661134117055 0.0019099187646255157 0.0011116837030509278 0.0016662934928139694 0.0011790387126137808 0.0018573099917215717 0.001032339084708303
leaf_count=159 133 158 339 212 186 192 483 54 379 173 525 128
internal_value=0 9.09529e-05 -1.97374e-05 0.000122068 -7.88651e-05 0.000109987 0.000929555 0.0025554 -4.53255e-05 -0.000673646 -0.00140046 0.000215626
internal_weight=0 0.0169803 0.0158421 0.0144981 0.0127785 0.0117034 0.00572056 0.00214434 0.00357621 0.00598289 0.00406869 0.00221138
internal_count=3121 2988 2829 2490 2278 2120 1108 246 862 1012 826 301
is_linear=0
shrinkage=0.0061288


Tree=1871
num_leaves=14
num_cat=0
split_feature=484 42 15 1 43 13 43 160 47 16 4 1 16
split_gain=7.46584e-05 0.000101349 0.000129522 0.000137 0.000122377 0.000122908 0.000169736 0.000137499 0.000162408 0.000244479 0.000230957 0.000390941 0.000177737
threshold=-0.0068949999999999992 0.10256000000000001 -0.10653 0.111945 0.13895500000000002 0.19762500000000002 -0.12152999999999999 -0.082299999999999984 0.09550500000000002 0.15891500000000003 -0.082109999999999975 0.095285000000000022 -0.088159999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 6 -4 -8 9 10 -9 12 -12
right_child=1 -3 4 -5 -6 -7 7 8 -10 -11 11 -13 -14
leaf_value=-0.0016593810658467579 0.00045089969646575176 -0.0016295127220099549 0.0024641481976873402 0.0036101453121968469 0.001875978391626159 -0.0025085545474940393 -0.0026046184101796532 0.0027957330080848747 0.0023475917860841886 -0.0033411935931301666 -0.00045139289167279691 0.0028255078698305315 -0.0039000462683785558
leaf_weight=0.0012145555109578958 0.001768875956656671 0.0014501949286700655 0.0011457032147440685 0.0010373776184162097 0.0014272739147915834 0.0010581227970802862 0.0011327873899674747 0.00122655789077117 0.0011620206578881742 0.0011487843481108873 0.0016159289402173389 0.0011248481818557712 0.0012725769044650663
leaf_count=503 202 311 136 181 136 85 344 273 88 228 156 163 315
internal_value=0 0.000113448 0.00028061 0.00161877 -2.43299e-05 -0.000273451 -3.28398e-05 -0.000362293 -2.58906e-05 -0.000457596 0.000174596 -0.000626474 -0.00197075
internal_weight=0 0.0165711 0.0151209 0.00280625 0.0123146 0.0108873 0.00982921 0.0086835 0.00755072 0.0063887 0.00523991 0.00401335 0.00288851
internal_count=3121 2618 2307 383 1924 1788 1703 1567 1223 1135 907 634 471
is_linear=0
shrinkage=0.00690203


Tree=1872
num_leaves=13
num_cat=0
split_feature=11 48 0 1 151 16 2 52 133 13 15 4
split_gain=7.29637e-05 8.31135e-05 0.00019243 0.000122948 0.000120759 0.000112941 0.000105777 9.73139e-05 0.000117439 0.000200087 0.00011658 8.03823e-05
threshold=0.081790000000000015 0.016865000000000002 -0.20211999999999997 0.089875000000000024 -0.00099499999999999979 -0.094359999999999986 0.10882500000000002 0.10611000000000001 -0.0061299999999999992 -0.084034999999999985 1.0000000180025095e-35 0.053180000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 5 -4 -1 -3 7 8 -6 -10 11 -11
right_child=-2 2 3 -5 6 -7 -8 -9 9 10 -12 -13
leaf_value=-0.0020721455372544086 -0.0014788273338510491 -0.0020463241258627312 0.00031765690246566473 0.0030821355603471942 -0.0014511410305055156 0.00087370594768924556 0.0014536419434255767 -0.0019617264265878818 0.0025490492505529285 -0.00070497429659097815 -0.0018715105231981687 0.0014188608780289313
leaf_weight=0.0012343443687641157 0.0012697217241870442 0.001097547436774704 0.001113377286816041 0.0015856828591173794 0.0016980603269675714 0.0010574205463385056 0.0017762607298064679 0.0011739358228655683 0.0014010907015046502 0.0013219974951835444 0.0012437203523520367 0.00160326393846188
leaf_count=314 175 41 260 238 541 41 339 334 189 216 336 97
internal_value=0 0.000108102 0.00080735 0.00194177 -0.000188263 -0.000613496 3.93047e-05 -0.00025828 1.68575e-05 0.000464383 -0.000236221 0.000459048
internal_weight=0 0.0163067 0.00485403 0.00269906 0.0114527 0.00215497 0.0102183 0.00844207 0.00726813 0.00557007 0.00416898 0.00292526
internal_count=3121 2946 580 498 2366 82 2052 1713 1379 838 649 313
is_linear=0
shrinkage=0.00637641


Tree=1873
num_leaves=19
num_cat=0
split_feature=1213 1374 457 484 1 15 15 42 3 15 51 12 132 3 43 151 0 4
split_gain=0.000467588 0.000274566 0.000300024 0.000270977 0.000206705 0.000298201 0.000361374 0.000320476 0.00027018 0.000230935 0.000198789 0.000260314 0.000230988 0.000247199 0.000221348 0.000211236 0.000169613 0.000153567
threshold=-1.0000000180025095e-35 -0.094929999999999987 0.088350000000000026 -0.0068949999999999992 0.12811000000000003 0.091915000000000011 0.088235000000000022 0.10256000000000001 0.10542000000000001 0.013270000000000002 0.078435000000000019 0.10016000000000001 0.079970000000000013 -0.03694999999999999 -0.076124999999999984 -0.076249999999999984 -0.12333499999999999 -0.031404999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 5 6 7 9 -6 10 11 12 13 14 -5 -15 -17 -18
right_child=1 2 -4 4 8 -7 -8 -9 -10 -11 -12 -13 -14 15 -16 16 17 -19
leaf_value=-0.00093200074040280211 -0.00072925068964951878 -0.00061903143057229768 0.00071175155654151984 -0.0010765404401333852 0.00099831727863611557 -0.00061277604608036564 0.00070666744836810915 -0.00079863756174512572 6.5359436991689466e-05 -0.00057613599727860559 0.00057213338108529099 0.00062260635474565109 0.00059441025545927621 -0.00053634069318654241 -0.00014717842177491608 0.00065205465860862814 0.00041360592402572724 -0.00037915783518689537
leaf_weight=0.0012598676074606898 0.0010805365063832886 0.001476498737326643 0.0016116403908446033 0.0011271278034268722 0.0012279279906237733 0.0017045465052630817 0.0018679298227928234 0.001151141594910394 0.0018748057876307733 0.0012645030368889651 0.0019359362970546865 0.0015073585523384123 0.0010759729476648161 0.0011976385021530422 0.0013418577760694579 0.0013324511407031558 0.0010279366180223626 0.0013526439458341226
leaf_count=491 55 463 116 261 114 276 142 88 107 198 174 112 87 74 180 58 58 67
internal_value=0 3.31777e-05 6.7393e-05 2.11693e-05 6.62034e-05 2.30313e-06 6.70911e-05 -1.63682e-05 0.000434584 5.20412e-05 0.000118798 3.0709e-05 -7.48067e-05 -0.00017238 -0.000571446 2.82617e-05 0.000210374 -3.68418e-05
internal_weight=0 0.0251585 0.0240779 0.0224663 0.0209898 0.017887 0.0161825 0.0143146 0.00310273 0.0131634 0.0118989 0.00996299 0.00845563 0.00737966 0.00246899 0.00491067 0.00371303 0.00238058
internal_count=3121 2630 2575 2459 1996 1775 1499 1357 221 1269 1071 897 785 698 441 257 183 125
is_linear=0
shrinkage=0.00154607


Tree=1874
num_leaves=22
num_cat=0
split_feature=1213 1374 457 124 484 13 160 50 48 42 133 51 47 15 43 13 2 403 2 15 15
split_gain=0.000624021 0.000281514 0.000307497 0.000277763 0.000336419 0.000325287 0.000281494 0.000327682 0.000185179 0.00021081 0.000342107 0.000288248 0.00035477 0.000590066 0.000442122 0.000311007 0.000255782 0.00024908 8.35825e-05 7.0888e-05 6.5739e-05
threshold=-1.0000000180025095e-35 -0.094929999999999987 0.088350000000000026 0.11040000000000001 -0.0068949999999999992 -0.53104499999999988 -0.26568499999999995 0.099210000000000007 0.11951500000000001 -1.0000000180025095e-35 0.093615000000000018 -0.076794999999999988 0.077555000000000013 -0.094549999999999981 -0.084004999999999982 -0.099939999999999987 0.086285000000000014 0.03138500000000001 0.087015000000000023 1.0000000180025095e-35 -0.10324499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 -3 -6 -7 8 9 17 11 16 13 -13 -15 -16 -11 18 -8 -17 -14
right_child=1 2 -4 -5 5 6 7 -9 -10 10 -12 12 20 14 15 19 -18 -19 -20 -21 -22
leaf_value=-0.001120635016933374 -0.00072916716815779115 -0.00077426847788792047 0.00074520807802617918 0.00085318541759405451 -0.00087252319565820529 -0.00075723298100710253 -0.00095079806767159108 0.00098017808871290525 -0.00060373590179564 0.00028247242794380618 -0.00059490238260773945 0.0014566836583628892 -0.00029793031027328934 0.00099144096385876809 0.00066762285760289656 -8.4973492367906281e-05 -0.00084918102517540848 0.00029452614292077789 -0.00028486420004868662 -0.00065965600393798134 0.000216182499188101
leaf_weight=0.0013265685306211574 0.0012441509702396649 0.0014746634759247928 0.0016949437728214214 0.0010333160709817815 0.001008436916061224 0.0010192165539953937 0.0010049672980465387 0.0011411643264779272 0.0010250920077599082 0.0011435629782322451 0.0012917283642871645 0.0016777685313750998 0.0016274775225230687 0.0018634863166336309 0.0012446299533115318 0.001260309215266011 0.0010147261811302155 0.0013513693135337179 0.0010246328333319288 0.0010669368725770845 0.0011374472211365116
leaf_count=491 55 462 116 30 30 227 169 95 58 76 196 170 59 96 53 135 146 97 233 76 51
internal_value=0 3.26292e-05 7.03809e-05 2.15236e-05 -1.68795e-05 3.65529e-05 8.26332e-05 0.000127984 7.31464e-05 0.000114673 0.000207491 0.000293604 0.000412285 0.00060614 0.000343597 5.61028e-06 -0.000249578 -0.000251226 -0.000614605 -0.000348439 -8.64323e-05
internal_weight=0 0.02635 0.0251059 0.0234109 0.0223776 0.020903 0.0198945 0.0188753 0.0177341 0.016709 0.0133281 0.0120363 0.00987806 0.00711313 0.00543536 0.00357188 0.00215829 0.00338097 0.0020296 0.00232725 0.00276492
internal_count=3121 2630 2575 2459 2429 1967 1937 1710 1615 1557 1058 862 640 530 360 264 222 499 402 211 110
is_linear=0
shrinkage=0.0016407


Tree=1875
num_leaves=21
num_cat=0
split_feature=1213 1456 1374 457 11 453 4 151 160 160 50 0 52 0 12 42 15 15 3 16
split_gain=0.000538462 0.000359476 0.000293945 0.000327655 0.000309969 0.000229429 0.000416859 0.000365814 0.000383432 0.000300858 0.000268581 0.00025946 0.000676805 0.000390127 0.000382329 0.000186845 0.000489559 0.000288981 0.000160616 0.00013687
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.094929999999999987 0.088350000000000026 0.088215000000000002 1.0000000180025095e-35 0.27287000000000006 -0.086944999999999981 -0.091944999999999985 -1.0000000180025095e-35 0.088280000000000011 0.18019500000000002 0.10160000000000001 -0.019414999999999998 -1.0000000180025095e-35 0.081660000000000024 0.035560000000000008 -1.0000000180025095e-35 -0.017889999999999996 -0.056919999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 5 6 7 -4 -9 -8 11 12 13 14 -10 16 19 -17 -15 -16
right_child=1 2 3 -5 -6 -7 9 8 10 -11 -12 -13 -14 18 15 17 -18 -19 -20 -21
leaf_value=-0.00090188469174629733 -0.0007662992924945349 -0.00061209786751560875 0.00075052670357213214 0.00072122883764466378 -0.00065978156432220747 -0.00055513122442021911 0.00014859176380642005 -0.00066882361881472801 -0.00068587834768355947 0.0012126994949916375 0.0006317819612852389 0.00060226231407181988 -0.0010604919307646002 0.00020713352781436499 0.00055052268863999226 -0.00020197751415139403 -0.00065092180877383864 0.00074890534748310459 0.00097812353777233622 -7.0912783320729313e-05
leaf_weight=0.001327556039620508 0.0011097016578857149 0.0012493959746970864 0.0014324401826806268 0.0016089498272346394 0.0011760372478688544 0.0010606293673538483 0.0010145170099554734 0.0015905649481183773 0.0017189639465655625 0.0011639622909574805 0.0015490372975390789 0.0013438023812724085 0.0012394665327910568 0.0011084683722732969 0.0015858370042872716 0.0010999981008968235 0.0019964316534606119 0.0016010965158312906 0.0010965768694708522 0.0013290083068680618
leaf_count=491 258 55 137 111 108 72 91 270 127 168 266 21 98 55 86 199 222 124 45 117
internal_value=0 2.98077e-05 6.38318e-05 9.80004e-05 5.46044e-05 9.29133e-05 0.000125847 5.69326e-05 -6.32607e-07 0.000717145 6.7197e-05 5.25759e-06 -5.75372e-05 5.02201e-05 -7.74627e-05 5.99248e-05 -0.000106026 0.000361666 0.00059055 0.000267182
internal_weight=0 0.0270749 0.0259652 0.0247158 0.0231068 0.0219308 0.0208702 0.0186917 0.0172593 0.00217848 0.0156687 0.0141196 0.0127758 0.0115364 0.00933134 0.00761237 0.00491128 0.00270109 0.00220505 0.00291485
internal_count=3121 2630 2372 2317 2206 2098 2026 1767 1630 259 1360 1094 1073 975 875 748 425 323 100 203
is_linear=0
shrinkage=0.00142833


Tree=1876
num_leaves=20
num_cat=0
split_feature=1213 480 456 128 43 160 50 43 133 43 4 157 15 3 150 13 16 48 3
split_gain=0.000489755 0.000386745 0.000322948 0.000300111 0.000292144 0.000420018 0.000323287 0.00039031 0.000281514 0.000432104 0.000441874 0.000356916 0.000276278 0.000350092 0.000240952 0.00023293 0.000159463 0.000324956 6.80966e-05
threshold=-1.0000000180025095e-35 0.084710000000000021 0.087485000000000021 0.086435000000000012 0.24789500000000006 -0.098904999999999979 0.088280000000000011 0.016310000000000002 0.093615000000000018 -0.074359999999999996 -0.064804999999999988 -0.05495499999999999 -1.0000000180025095e-35 -0.076669999999999988 0.095565000000000011 -0.099939999999999987 -0.056919999999999991 0.085845000000000019 -0.10831999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 -2 7 8 9 12 -11 -12 13 -7 16 -9 17 -13 -14
right_child=1 -3 -4 -5 -6 6 -8 15 -10 10 11 14 18 -15 -16 -17 -18 -19 -20
leaf_value=-0.0009626109837624448 -0.00059513753198801986 -0.00093359978553859155 -0.00076666339331805673 -0.00074524961960954783 -0.00062725585271611165 -0.0005510059338570811 0.00093944860656315816 0.0011678177822888696 -0.00050821371386708977 -0.00074403075709895299 0.00095241391780351867 0.00042577840760278646 0.0012342567922028883 0.00059402954285231056 0.00046287290669795432 0.00027628222051294887 -0.00062800550345419625 -0.00055694814808191103 0.00069840823112448725
leaf_weight=0.0013321169565699278 0.0016687489657208057 0.0010266595334991876 0.0011378137358117315 0.0010226277839616707 0.0012098808126833607 0.0010611470825436717 0.0015944211556331292 0.001510191782070347 0.0017954970441504533 0.0018549219467081423 0.0011590182110881031 0.0019711774961760136 0.0010186960949485346 0.001979961277057074 0.0019959788708454607 0.0015228023569209817 0.0015439756592073488 0.00155926143716556 0.001543128573623819
leaf_count=491 278 228 153 142 121 269 178 57 231 269 54 92 30 142 73 90 98 55 70
internal_value=0 3.54969e-05 7.21436e-05 0.000108835 0.000143788 0.000183018 0.000241749 0.000187526 9.51159e-05 0.00016417 -3.48201e-05 0.000125037 0.00052232 0.000194487 -1.05912e-05 0.000720197 -0.000196824 -8.25477e-06 0.000911486
internal_weight=0 0.0281759 0.0271493 0.0260114 0.0249888 0.0237789 0.0221102 0.0205158 0.0174828 0.0156873 0.0100843 0.00822941 0.00560293 0.00304111 0.00707039 0.00303299 0.00507441 0.00353044 0.00256182
internal_count=3121 2630 2402 2249 2107 1986 1708 1530 1383 1152 641 372 511 411 318 147 245 147 100
is_linear=0
shrinkage=0.00160853


Tree=1877
num_leaves=20
num_cat=0
split_feature=1213 1456 1374 453 0 11 4 48 151 160 4 15 43 12 16 49 2 1 15
split_gain=0.000559172 0.000315026 0.000296773 0.000326008 0.000409808 0.000290925 0.000275072 0.000226236 0.000187098 0.000355201 0.000209822 0.000234561 0.000281279 0.000249469 0.000504973 0.000321729 0.00031846 0.00017605 7.07644e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.094929999999999987 1.0000000180025095e-35 -0.23091999999999999 0.088215000000000002 0.27287000000000006 -0.084044999999999995 -0.055494999999999996 -0.090969999999999981 -0.51843499999999987 -0.10324499999999999 -0.25681499999999996 0.10345000000000001 0.22339500000000004 -1.0000000180025095e-35 0.092120000000000021 0.08844500000000001 0.084050000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 -4 6 7 -6 -9 -10 -11 -12 -13 14 15 -14 17 18 -17
right_child=1 2 3 -5 5 -7 -8 8 9 10 11 12 13 -15 -16 16 -18 -19 -20
leaf_value=-0.0010609280550905556 -0.00083965338109710699 -0.00071546975143007814 0.0011538105063546478 -0.00071885266238805084 -0.0006000134489863218 -0.00065525198532425202 0.00077012344923946968 0.00061058477247530091 -0.00068651158701528838 -0.0004953563855060666 -0.0003056851228395701 -0.00045116770038012899 -0.00022334580672381542 0.001097279662086487 -0.00066263398985827644 0.00037059225847982049 0.0011688544020494384 0.00074718093290730898 -0.0002055509625341617
leaf_weight=0.0012415482246994061 0.0010019509667329096 0.0011550443138048641 0.001029503596291277 0.0011410381823363505 0.0011140755718945785 0.0011982445818694556 0.0017489919315489605 0.0019988782337372049 0.0013946787255196139 0.0011410191481733218 0.0018424316387446399 0.0011117386563608252 0.0014166474756091034 0.0011767263252048946 0.0011944958016554263 0.0010510370972558929 0.0019181219083890255 0.0017861275492858653 0.0011607320324514281
leaf_count=491 258 55 50 75 49 110 263 291 253 40 122 57 81 100 186 114 145 136 245
internal_value=0 4.44478e-05 8.0487e-05 0.000119735 0.000162675 0.000114667 0.000160666 0.000102439 0.000147958 8.70954e-05 0.000165284 0.000224835 0.000315209 0.00040301 0.000307203 0.00046519 0.000630066 0.000371565 6.82334e-05
internal_weight=0 0.0255815 0.0245795 0.0234245 0.0222835 0.0212539 0.0200557 0.0183067 0.0171926 0.0151938 0.0137991 0.0126581 0.0108156 0.00970389 0.00852716 0.00733267 0.00591602 0.0039979 0.00221177
internal_count=3121 2630 2372 2317 2242 2192 2082 1819 1770 1479 1226 1186 1064 1007 907 721 640 495 359
is_linear=0
shrinkage=0.00160853


Tree=1878
num_leaves=14
num_cat=0
split_feature=50 47 12 4 12 159 12 15 15 1 49 15 42
split_gain=7.77299e-05 0.000118884 0.000105971 0.000268585 0.00015716 0.000132773 0.000141423 0.00017344 0.000122054 0.000160289 0.000116163 7.64852e-05 3.16507e-05
threshold=0.10647500000000001 0.13148500000000005 0.097825000000000009 0.09173000000000002 0.092355000000000007 0.091530000000000014 0.088105000000000003 0.035560000000000008 -0.095869999999999983 0.094090000000000021 -0.006494999999999999 -0.10653 0.086375000000000021
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -4 5 6 7 8 11 10 -10 -1 -8
right_child=-2 -3 3 -5 -6 -7 12 -9 9 -11 -12 -13 -14
leaf_value=0.00039369275278546754 -0.0016713905406327775 -0.0019740964698363507 -0.00023571905018050475 0.0036100607345020742 -0.0023374542912974403 -0.0019652348619725933 0.0024900921866398461 -0.0018828636297582126 -0.0014475075678459907 0.002764234976657033 0.0012071612060901267 -0.0016983890903775581 0.0010830733692180131
leaf_weight=0.0014268939782549304 0.0010365089629583843 0.0010237976510580884 0.0017884186032071777 0.0011765719200316216 0.0010503779378532247 0.0010283461253113449 0.0010678038491531714 0.0015686449945954695 0.0010398833119852225 0.0014572362278702788 0.0016927947398190906 0.0013098076931641889 0.0015059515727609829
leaf_count=228 333 37 335 97 358 247 195 461 131 189 229 63 218
internal_value=0 9.15425e-05 0.000222793 0.00129037 -1.79601e-05 0.000183435 0.000383053 -5.88203e-06 0.000419191 0.00108985 0.000196963 -0.000607595 0.00166682
internal_weight=0 0.0171365 0.0161127 0.00296499 0.0131477 0.0120974 0.011069 0.00849526 0.00692662 0.00418991 0.00273268 0.0027367 0.00257376
internal_count=3121 2788 2751 432 2319 1961 1714 1301 840 549 360 291 413
is_linear=0
shrinkage=0.00625138


Tree=1879
num_leaves=13
num_cat=0
split_feature=484 42 47 42 51 15 4 0 4 3 457 1
split_gain=7.15765e-05 8.62504e-05 0.000110179 0.000121119 0.000134415 0.000161234 0.000156185 0.000114755 0.000110453 0.000152655 0.000108834 0.000111784
threshold=-0.0068949999999999992 0.10256000000000001 0.10980000000000002 -1.0000000180025095e-35 -0.076794999999999988 -0.10653 -0.0024449999999999997 -0.077809999999999976 -0.062539999999999984 -0.083784999999999984 0.069910000000000014 0.092390000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 7 -5 -6 8 -2 9 -7 11 -8
right_child=1 -3 -4 4 5 6 10 -9 -10 -11 -12 -13
leaf_value=-0.0017794365208758484 -0.0033846131998332362 -0.001643809186843654 0.0020573263385972778 -0.0017885692072413285 0.0027801781362294924 0.0023645362786672607 -0.0035256707255978638 0.00012746267054998184 0.0033889702355266713 -0.00090202906465916262 0.0010302590960423734 -0.00033321405773201743
leaf_weight=0.0012358174464315369 0.0010629691170694622 0.0014676968057194114 0.0018067378275754909 0.0014612216905165393 0.0017578997501067938 0.0014863252011782253 0.0011700018525724037 0.0010986404054871149 0.001031086653049601 0.0018836057528792138 0.0011532627923380584 0.0013978974214532425
leaf_count=503 573 311 119 290 219 122 122 205 235 283 70 69
internal_value=0 0.000120851 0.000290024 5.35528e-05 0.000368637 0.000687679 0.000234795 -0.0015996 0.00120648 0.000538706 -0.000914414 -0.00178778
internal_weight=0 0.0167773 0.0153096 0.0135029 0.0113413 0.00988008 0.00812218 0.00216161 0.00440102 0.00336993 0.00372116 0.0025679
internal_count=3121 2618 2307 2188 1410 1120 901 778 640 405 261 191
is_linear=0
shrinkage=0.0076204


Tree=1880
num_leaves=13
num_cat=0
split_feature=11 403 43 52 2 3 4 0 13 0 3 3
split_gain=7.31318e-05 8.06206e-05 9.43016e-05 0.000231667 0.000161354 0.000152468 0.00014856 0.000129384 0.00018158 0.000116797 0.00015547 0.000106769
threshold=0.081790000000000015 -1.0000000180025095e-35 -0.067199999999999996 -0.085984999999999992 0.10613000000000002 0.090900000000000009 0.057560000000000007 -0.019414999999999998 0.01128 -0.10224499999999999 -0.059315 -0.077774999999999983
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 7 -4 5 9 -6 8 11 -5 -11 -3
right_child=-2 2 3 4 6 -7 -8 -9 -10 10 -12 -13
leaf_value=-0.0015631166499985904 -0.0014438913856707569 -0.00010011544287281145 -0.0027207398916349818 -0.0014305681729543925 0.00047228159389987059 0.002316447612330126 -0.0022142346639167612 0.0024038853938037953 -0.0016795954046658647 -0.00050817534655241484 0.0026363762076751637 0.0023862192412763385
leaf_weight=0.0010608977707777965 0.0012848992721365962 0.0013007950213426737 0.0011998428242761617 0.0012560428453722858 0.0015663303338842027 0.0018514818935107674 0.0016536576800086633 0.0015526879821915838 0.0012649073948221567 0.0013634953569533629 0.0011184605928451514 0.0014029031183271125
leaf_count=750 175 564 199 104 106 105 163 111 158 343 49 294
internal_value=0 0.000104183 0.000218076 -0.000143717 0.000207272 0.000849416 -0.000907406 0.000873954 0.000275379 0.000122775 0.000908875 0.00119
internal_weight=0 0.0165915 0.0155306 0.0100093 0.00880947 0.00558948 0.00321999 0.00552129 0.00396861 0.003738 0.00248196 0.0027037
internal_count=3121 2946 2196 1069 870 601 269 1127 1016 496 392 858
is_linear=0
shrinkage=0.00625138


Tree=1881
num_leaves=22
num_cat=0
split_feature=1213 1374 457 11 1447 4 3 158 16 151 159 160 43 43 130 15 16 43 1 0 2
split_gain=0.000485 0.000310559 0.000354971 0.000329265 0.000245346 0.000265193 0.000338963 0.000267236 0.000259597 0.000282637 0.000250667 0.000311409 0.000408782 0.000530047 0.000298927 0.000408542 0.000278882 0.000428602 0.000170101 0.000149289 0.00011039
threshold=-1.0000000180025095e-35 -0.094929999999999987 0.088350000000000026 0.088215000000000002 -1.0000000180025095e-35 0.27287000000000006 0.11296500000000002 0.084475000000000008 -0.36241499999999999 -0.086769999999999986 0.076905000000000015 -1.0000000180025095e-35 0.18116500000000002 0.016310000000000002 -1.0000000180025095e-35 0.090615000000000015 -0.056919999999999991 -0.074359999999999996 0.094385000000000011 -0.084269999999999984 0.093680000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 -3 7 -7 8 -6 -10 11 -11 13 14 -13 16 18 20 19 -16 -18
right_child=1 2 -4 -5 5 6 -8 -9 9 10 -12 12 -14 -15 15 -17 17 -19 -20 -21 -22
leaf_value=-0.0008720439061385498 -0.00070313583432141471 -0.00058236398945791135 0.00068579832788497888 -0.00069769152214604316 -0.00042500231156625289 0.0011605618554636019 7.9753736175734786e-05 -0.00069304724005421253 0.00076372523766612618 -0.00061373162143852137 0.00065096425655871359 -0.00064984621300171993 -0.0007289579227016832 0.0011410512148237141 -6.4677581118625001e-06 -0.00065948717914184431 0.00013681027770333582 -0.00051857003819546458 0.0010082703645556959 0.00071976147828748652 0.00078451759732335775
leaf_weight=0.001308979726103581 0.0011631888437539919 0.0011967623114530401 0.001681342734844298 0.0012809371173307929 0.0019611163123515107 0.0010066035584512583 0.0014372015534617755 0.0010017071637966604 0.0013009394529157605 0.0014596915505440131 0.0013669037938195969 0.0010536037682839514 0.0011341174785128869 0.0010410929305986203 0.0011975267400640699 0.0010897035384198617 0.0011570465169030994 0.0017191576917812241 0.0011902392511311533 0.0011153054161692176 0.0010014325059879425
leaf_count=491 55 252 116 109 72 171 94 171 141 288 164 134 119 84 76 110 117 124 54 100 79
internal_value=0 1.85495e-05 5.16088e-05 6.6387e-06 4.68615e-05 8.23261e-05 0.000524939 2.47591e-05 6.51817e-05 0.000125921 6.8799e-05 8.32567e-06 8.59386e-05 0.000173414 6.76395e-05 0.000156885 0.000277416 1.35221e-05 0.000569526 0.000343738 0.000437316
internal_weight=0 0.0265556 0.0253924 0.0237111 0.0224302 0.0212334 0.00244381 0.0187896 0.0177879 0.0158268 0.0145258 0.0131589 0.0116992 0.0105651 0.00952402 0.00847041 0.00738071 0.00387764 0.00350307 0.00231283 0.00215848
internal_count=3121 2630 2575 2459 2350 2098 265 1833 1662 1590 1449 1285 997 878 794 660 550 320 230 176 196
is_linear=0
shrinkage=0.00142833


Tree=1882
num_leaves=23
num_cat=0
split_feature=1213 1456 453 11 4 1374 51 15 1 49 3 0 151 15 52 0 4 4 13 14 52 0
split_gain=0.000505412 0.000365148 0.000336222 0.000327159 0.000518631 0.000320322 0.000285214 0.000251522 0.000390772 0.000281025 0.000241912 0.000300017 0.000240214 0.000236171 0.000229548 0.000192686 0.000201467 0.000210292 0.000218416 0.000159706 0.000139337 8.23021e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 1.0000000180025095e-35 0.088215000000000002 0.27287000000000006 -0.094929999999999987 0.078435000000000019 -0.016799999999999995 0.11146500000000002 -0.006494999999999999 0.099930000000000005 -0.060129999999999996 -0.0038099999999999996 -0.10091499999999999 0.077655000000000016 -0.10011499999999998 -0.076229999999999978 -0.49405499999999997 -0.0034749999999999994 -0.46166999999999997 0.024145000000000003 -0.10324499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 5 -3 7 10 9 -9 11 13 -8 21 -14 -11 17 -17 20 -6 -19 -7
right_child=1 2 -4 -5 19 6 12 8 -10 15 -12 -13 14 -15 -16 16 -18 18 -20 -21 -22 -23
leaf_value=-0.0010246719491127647 -0.00090702993855786224 -0.00074645034317792581 -0.0007596897834475922 -0.00069240250375700025 0.00044607285066171045 -0.00032159532885857252 0.001152636472096843 -0.00051279515705005745 0.0010391258726331802 0.00084638740933267028 -0.00088037224775101017 0.00060109472562137 -0.00028453933682467746 -0.00095759277732485775 0.00076465030888914697 -0.00023334346336958817 -0.00054403263424655855 0.0011772704248811613 -7.8606108142396011e-05 0.0013236944916608245 0.00036902943695349654 0.00030744539750684059
leaf_weight=0.0012186894203485279 0.00102178303792328 0.0011430829564744718 0.0011911528379958672 0.0012274431908108055 0.0010128293039699671 0.0011281687889874714 0.0011517824237108343 0.0017078426319330209 0.0012356192373124139 0.0010596101157185284 0.001178871324862385 0.0012672296091580304 0.001073225527534318 0.0010305480331375544 0.0010849878893091081 0.0016737817203651357 0.0010336057799649936 0.0010816474851995392 0.0012403980097417449 0.0011407361745638797 0.0011267761453397362 0.0010290197982814053
leaf_count=491 258 53 75 110 55 70 60 154 38 42 30 83 144 337 114 60 211 123 110 239 165 99
internal_value=0 3.53417e-05 7.41396e-05 0.000116177 0.000160485 8.06588e-05 0.000130151 4.01719e-05 0.000191338 7.39481e-05 -0.000232419 -6.09582e-05 0.000559471 -0.000324146 0.000242915 0.000212819 0.000103769 0.000234478 0.000461521 0.000910946 0.000764892 -2.1531e-05
internal_weight=0 0.0258401 0.0248184 0.0236272 0.0223998 0.0202462 0.0191031 0.0157931 0.0101593 0.00892366 0.00563384 0.00445497 0.00331 0.00318774 0.00215821 0.00721582 0.00615621 0.0051226 0.00344882 0.00215357 0.00220842 0.00215719
internal_count=3121 2630 2372 2297 2187 1893 1840 1522 903 865 619 589 318 506 258 711 669 458 398 294 288 169
is_linear=0
shrinkage=0.00160853


Tree=1883
num_leaves=23
num_cat=0
split_feature=1213 1456 453 13 13 128 160 16 1374 457 1 12 0 3 133 13 43 15 42 2 3 0
split_gain=0.000525241 0.000401477 0.000276791 0.000288004 0.000432204 0.000272634 0.000278672 0.000662032 0.0003392 0.000312438 0.000326677 0.000547356 0.000413874 0.000388039 0.000331276 0.000395402 0.000450403 0.000368805 0.000212719 0.000202861 0.000194105 0.000119663
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 1.0000000180025095e-35 -0.53104499999999988 -0.43167499999999998 0.086435000000000012 -0.079874999999999988 -0.013324999999999998 -0.094929999999999987 0.092360000000000012 0.122185 0.092355000000000007 -0.052984999999999997 -0.088084999999999983 0.093615000000000018 -0.010739999999999998 -0.077044999999999988 -0.011859999999999997 1.0000000180025095e-35 0.092235000000000025 -0.078934999999999991 -0.036484999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 -5 6 7 -6 -8 10 11 14 -12 18 15 20 -17 19 -13 -18 -10 -9
right_child=1 2 -4 4 5 -7 8 21 9 -11 12 13 -14 -15 -16 16 17 -19 -20 -21 -22 -23
leaf_value=-0.00087620283974729229 -0.00084091542001160419 -0.00061066717110370994 -0.00058771804762557871 0.00093977180063189308 -0.0010302720481278889 -0.00063011641261079482 -0.00052677181117573172 -7.129760345229259e-05 0.00040607229945529091 0.00095443943623321021 0.0010959935599059564 0.00039971071475255874 3.6892216577701579e-05 -0.0010917794193745205 -0.00043237134263241953 0.00091722423047911064 -0.00019189762561476484 -0.00071818426837411012 -0.0005069725043791996 0.00061678108562209964 0.0010573635523026851 0.00054556653804074492
leaf_weight=0.0013291261141202817 0.0010108602630839519 0.0010997305608020326 0.0012394612440044242 0.0012042803034021622 0.0013277017581483364 0.0010157316426189769 0.0012231565657785373 0.0014479716619766325 0.0019708302310498457 0.0011115807212789255 0.0015743127202435814 0.0010065093722648744 0.0013387857164552852 0.0010946082063498239 0.0012039253822089266 0.0010172435580071415 0.0012771302217186031 0.0013538382902520815 0.0010232247407415684 0.0011614563152410051 0.0016473217475070365 0.0010740504054204672
leaf_count=491 258 35 75 61 285 135 34 155 259 60 80 116 88 311 125 77 36 162 37 52 135 54
internal_value=0 2.51612e-05 5.83073e-05 9.01156e-05 0.000122129 7.90724e-05 0.000112035 -0.000229929 0.000185156 0.000237048 0.000186156 8.9533e-05 0.000609258 -0.00041977 0.000254741 0.000352895 8.98235e-05 -0.000132111 -5.73643e-05 0.000193262 0.000702601 0.000191406
internal_weight=0 0.0274237 0.0264129 0.0251734 0.0240737 0.0228694 0.0218536 0.00384972 0.0180039 0.0167808 0.0156692 0.0127561 0.0029131 0.00312434 0.00963175 0.00842782 0.00480967 0.00379242 0.00202973 0.00243859 0.00361815 0.00252202
internal_count=3121 2630 2372 2297 2262 2201 2066 494 1572 1538 1478 1310 168 464 846 721 327 250 153 88 394 209
is_linear=0
shrinkage=0.00140032


Tree=1884
num_leaves=21
num_cat=0
split_feature=1213 1456 1374 457 11 51 15 48 133 130 49 12 15 43 16 15 47 2 15 4
split_gain=0.000463017 0.000353164 0.000305897 0.000330056 0.00035035 0.000256101 0.000271659 0.000259626 0.000210733 0.000334514 0.000348344 0.000333647 0.000301511 0.000462902 0.00044951 0.000387525 0.000415036 0.000296625 0.000234248 3.83058e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.094929999999999987 0.088350000000000026 0.088215000000000002 0.078435000000000019 -0.094549999999999981 0.091840000000000019 -0.083244999999999986 -1.0000000180025095e-35 -0.006494999999999999 0.088305000000000008 -0.016799999999999995 -0.17390999999999998 0.15891500000000003 -0.10091499999999999 0.09550500000000002 0.088225000000000012 -0.020484999999999996 0.26450500000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 5 8 -7 -8 11 -10 18 -4 15 -14 17 16 19 -15 -11 -12
right_child=1 2 3 -5 -6 6 7 -9 9 10 12 -13 13 14 -16 -17 -18 -19 -20 -21
leaf_value=-0.00093245002842570496 -0.0008785103688633447 -0.0007142473688114575 -0.00018422934870278735 0.00079822458423728663 -0.0007831284118592931 0.00095370000827173739 -0.0004769146957725715 0.00061396267554946035 -0.00085370235582976227 0.00011354828904770266 -0.00049061702414407308 0.00094692601285686288 0.0012005881186478396 -9.6462220784842908e-05 -0.00055105389836310843 -0.00077553734044244406 0.00083170877667909041 0.000936566432742833 -0.00080839314593566874 -6.1309811483654421e-05
leaf_weight=0.0012992562297794987 0.0010185684385909935 0.0011832776852047635 0.0011836975317970891 0.001603681984598814 0.0011682608936833807 0.0016582963375831872 0.0010138867623020872 0.0011671480740693685 0.0011845380064355046 0.0010962867479039629 0.0010642575310610925 0.001434203502189646 0.0013634686551906583 0.0011686753066705901 0.0015009622590973493 0.001586421376887831 0.0013914240229151026 0.0016921215651928279 0.0018285067562344446 0.0010049346790923924
leaf_count=491 258 55 140 111 108 74 180 74 138 161 47 153 28 237 63 292 59 167 153 132
internal_value=0 3.19226e-05 6.85849e-05 0.000107004 5.77527e-05 0.000103789 0.000472625 0.000106852 2.2868e-05 -4.97147e-05 1.98151e-05 0.000435468 0.000150858 0.00039857 0.000147862 -0.000130141 0.000165723 0.00051456 -0.000462826 -0.000282117
internal_weight=0 0.0263126 0.025294 0.0241108 0.0225071 0.0213388 0.00383933 0.00218103 0.0174995 0.0148816 0.0136971 0.0026179 0.0107723 0.00572523 0.00436176 0.00504704 0.00346062 0.0028608 0.00292479 0.00206919
internal_count=3121 2630 2372 2317 2206 2098 328 254 1770 1477 1339 293 1025 495 467 530 238 404 314 179
is_linear=0
shrinkage=0.00157699


Tree=1885
num_leaves=22
num_cat=0
split_feature=1213 1456 11 1374 51 15 456 474 156 130 0 3 16 4 3 160 15 52 13 16 0
split_gain=0.000482538 0.000330197 0.000283179 0.000290962 0.000340327 0.000242034 0.000240523 0.000220242 0.000484687 0.00026767 0.000266182 0.000229294 0.000210526 0.000258169 0.000186226 0.00018192 0.000179114 0.000162461 0.000185423 0.000124985 0.000112449
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 0.088215000000000002 -0.094929999999999987 0.078435000000000019 -0.010414999999999999 1.0000000180025095e-35 0.084660000000000027 0.084085000000000007 -1.0000000180025095e-35 0.18019500000000002 0.16158000000000003 -0.088394999999999987 0.19806500000000002 -0.080484999999999987 0.085045000000000023 -0.055554999999999993 0.10160000000000001 -0.084034999999999985 -0.091354999999999978 -0.066689999999999985
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 6 19 7 8 9 -5 11 12 13 -11 -15 16 -14 18 -18 -6 -20
right_child=1 2 -4 4 5 -7 -8 -9 -10 10 -12 -13 15 14 -16 -17 17 -19 20 -21 -22
leaf_value=-0.00091202046503559297 -0.00079476744336438019 -0.00062001320309434612 -0.00061655901273240847 -0.00048385167596151608 0.0010544605951500448 1.6228046635180409e-05 -0.00065710950871438953 0.00069542957629429637 -0.00095188841279474816 -0.00062720394998279328 0.00086560039552126646 -0.00049797897404993147 -0.00020856478299902879 0.00066791838327433727 -0.00014129089624916109 0.00090362151678108663 0.0010616451779659993 -0.00015289463392218703 -3.7860976268382196e-05 0.00042023982736822562 0.00056342665791393309
leaf_weight=0.0012648906774595783 0.0010355281810644551 0.0011846961188544105 0.001290847638798275 0.0015121785019019196 0.0015430223866375048 0.0014084244629830591 0.0010073336212465247 0.0012320063168879672 0.0010125600122614367 0.0013446813019533889 0.0011305996908236591 0.0012249935026378842 0.0015433912479105678 0.0010257428847166294 0.0016196975406266682 0.0010363590838585179 0.0010034447614591345 0.0010268010444648423 0.001158183556068222 0.0012356498203579813 0.0016876230012221769
leaf_count=491 258 55 110 171 90 123 166 200 147 147 25 73 154 55 140 122 46 137 211 130 70
internal_value=0 2.76613e-05 6.1419e-05 9.79797e-05 0.000135364 0.000518063 4.90543e-05 8.95676e-05 4.38483e-05 0.000109688 0.000174719 0.000113073 0.000178471 -9.7021e-05 0.000172472 0.000325906 0.000232639 0.000372291 0.000512386 0.000772428 0.000318715
internal_weight=0 0.0262638 0.0252282 0.0239374 0.0227527 0.0041871 0.0185656 0.0175583 0.0163263 0.0153137 0.0138015 0.0126709 0.0114459 0.00399012 0.00264544 0.0074558 0.00641944 0.00487605 0.00384925 0.00277867 0.00284581
internal_count=3121 2630 2372 2262 2207 343 1864 1698 1498 1351 1180 1155 1082 342 195 740 618 464 327 220 281
is_linear=0
shrinkage=0.00148603


Tree=1886
num_leaves=15
num_cat=0
split_feature=147 52 49 151 2 3 43 51 43 3 1 0 52 2
split_gain=7.05371e-05 0.00014345 0.000133216 0.000166247 0.000166899 0.000165225 0.000202587 0.000153033 0.000199025 0.0001719 0.000183226 0.000117684 9.69504e-05 3.60649e-05
threshold=0.087350000000000025 0.19022000000000003 -0.15986999999999998 0.043560000000000008 0.088225000000000012 -0.08824499999999999 -0.074359999999999996 0.078435000000000019 0.016310000000000002 0.12178000000000001 0.091785000000000019 -0.10151999999999999 0.092650000000000024 0.099185000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 -4 -7 8 9 10 12 -8 -6 -10
right_child=-2 -3 3 -5 7 6 11 -9 13 -11 -12 -13 -14 -15
leaf_value=0.0021855341975816306 0.0016021044734870053 -0.0021395704232798369 -0.0026186932456620524 -0.0025621881571051114 -0.0022189019020486069 0.001768975220549106 -0.00011242770763047543 0.0022235519323318509 0.0009790719358844823 -0.002902097403734477 0.0022313778733165598 -0.0028860589384230835 0.00041126151781388937 0.0026691726380700244
leaf_weight=0.0011126927548755485 0.0010390501916999048 0.0013071795321920035 0.0014573427209480126 0.0010387173902905176 0.0011651447212040408 0.00147795287049727 0.0016121408617733026 0.0019340874939050429 0.0010354303647791135 0.0010060332385218307 0.0011046499743817273 0.001012667167474111 0.0011152204711510905 0.0010181075823373353
leaf_count=55 146 346 322 107 421 349 82 200 103 56 204 518 83 129
internal_value=0 -0.00010816 5.68732e-05 -0.000101267 8.21207e-05 -0.000774399 -0.000119287 0.000650509 0.000178422 -0.00058788 9.991e-05 -0.00118251 -0.000932611 0.00181699
internal_weight=0 0.0173974 0.0160902 0.0149775 0.0139388 0.0055601 0.00410276 0.00837867 0.00644459 0.00439105 0.00338502 0.00262481 0.00228037 0.00205354
internal_count=3121 2975 2629 2574 2467 1271 949 1196 996 764 708 600 504 232
is_linear=0
shrinkage=0.00637641


Tree=1887
num_leaves=21
num_cat=0
split_feature=1213 456 480 133 133 42 43 1 0 16 52 3 150 16 12 1 2 13 47 457
split_gain=0.000443457 0.000279739 0.000258383 0.000264918 0.000372757 0.000292624 0.000345432 0.000375115 0.000364498 0.00036498 0.000273311 0.000306279 0.000302902 0.000333481 0.000551194 0.000250791 0.000236094 0.000159742 0.000146439 0.000122754
threshold=-1.0000000180025095e-35 0.087485000000000021 1.0000000180025095e-35 -0.23133499999999999 -0.085499999999999979 -0.11466499999999999 -0.15582499999999996 0.10089500000000001 -0.15202999999999997 0.071345000000000006 0.11434500000000002 0.090900000000000009 0.086135000000000017 -0.056919999999999991 0.084100000000000022 0.11061500000000002 0.092365000000000017 0.19762500000000002 0.083875000000000019 0.082380000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 -5 -6 17 10 15 18 11 12 13 14 -8 -9 -15 -7 -10 -13
right_child=1 -3 -4 4 5 6 7 8 9 -11 -12 19 -14 16 -16 -17 -18 -19 -20 -21
leaf_value=-0.00084126765588801266 -0.00061795724853106685 -0.00069097844522121349 -0.00065361821875961081 0.00078256323184598914 -0.00056431119193646549 0.00096681264523656649 0.00073354338784553566 0.00046623986481872577 0.0011771422641535677 -5.7110697147093743e-05 -0.00072830275525939605 0.00013243103179665225 -0.00093268262707339137 -0.00093321602215140479 -0.00045675735599090295 -0.0004350488866079824 1.3588115800331629e-05 0.00024642227535286664 0.00049296377655028872 0.00076341441082307176
leaf_weight=0.0012985458083702986 0.0010669749026062094 0.0010929648291448648 0.0010282658944906061 0.0016938645396132315 0.0014287802630784654 0.0013268285114200742 0.0019085523785113906 0.0010590556975884624 0.0016032780253610211 0.0012472122751716469 0.0013843244147972453 0.0017348666869008156 0.0010266851711122627 0.0012370023618550668 0.0014554536055068068 0.0017188366175545922 0.001019918835596767 0.0012871228037378835 0.0011334207320691653 0.0010507934876216041
leaf_count=491 191 165 227 144 101 62 57 41 261 144 206 56 112 215 318 53 142 58 50 27
internal_value=0 3.07209e-05 6.1762e-05 9.19306e-05 0.000124416 7.28573e-05 0.00011794 4.44632e-05 0.000313642 0.000596096 -0.000123794 -3.50828e-05 -0.000205019 -7.21082e-05 0.000218554 -9.14377e-05 -0.000505348 0.000612089 0.000893786 0.000370448
internal_weight=0 0.0265042 0.0254112 0.024383 0.023316 0.0216221 0.0201934 0.0175794 0.0067618 0.00398391 0.0108176 0.00943327 0.00664761 0.00562093 0.00336401 0.00277789 0.00225692 0.00261395 0.0027367 0.00278566
internal_count=3121 2630 2465 2238 2047 1903 1802 1682 549 455 1133 927 844 732 375 94 357 120 311 83
is_linear=0
shrinkage=0.00145689


Tree=1888
num_leaves=21
num_cat=0
split_feature=1213 1456 453 11 4 1374 457 151 160 16 151 40 49 160 133 42 15 2 16 1
split_gain=0.000474556 0.000333665 0.000352246 0.000282552 0.000492064 0.000267281 0.000316781 0.000246228 0.000300261 0.000245716 0.000202171 0.000245702 0.00025089 0.000239138 0.000252246 0.000258393 0.000349904 0.000192173 0.000167288 0.000172953
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 1.0000000180025095e-35 0.088215000000000002 0.27287000000000006 -0.094929999999999987 0.088350000000000026 -0.086944999999999981 -0.091944999999999985 -0.076669999999999988 -0.0077149999999999988 1.0000000180025095e-35 0.093655000000000002 0.088020000000000015 0.10722500000000001 -1.0000000180025095e-35 -0.10324499999999999 0.10559 -0.082779999999999979 0.080000000000000016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 5 -3 7 -7 -9 -6 -10 12 13 14 15 -12 -17 18 -18 -20
right_child=1 2 -4 -5 9 6 -8 8 10 -11 11 -13 -14 -15 -16 16 17 -19 19 -21
leaf_value=-0.00082553622897462223 -0.00074724504202501347 -0.00058546478944085519 -0.00067168709571511012 -0.00054415854111678223 0.0011786286457139829 0.00062957642141286561 0.00078270339516450793 -0.00058032039754183208 -0.00052643480592486829 0.00024554301239050624 -0.0002546019247795449 -0.00054941112896760599 0.00084202297640257804 -0.00052055951783890509 -0.00044854232461623262 -0.00042286387001860929 0.00091740992807000051 6.4434297375007607e-05 0.0007583711759931456 0.00011891305449329194
leaf_weight=0.0013260879126230632 0.001031817735926136 0.0011507553866234579 0.0012103688347255828 0.0012546886518363101 0.0012384505084581665 0.0013801895789884435 0.0012787338105368909 0.0015146452872180074 0.001025416112048789 0.0010004690546755587 0.0016701085396722435 0.001005059051287561 0.0010029872178148333 0.0010646512244710535 0.0011409822026262626 0.0010063984668660072 0.0019663976788202283 0.001806009079047044 0.0014929682981786492 0.0018660025932666358
leaf_count=491 258 53 75 110 227 137 73 270 136 67 263 21 193 106 221 36 63 77 92 152
internal_value=0 3.31674e-05 6.52805e-05 0.000102658 0.000138551 7.00659e-05 0.000109313 6.13199e-05 1.39633e-05 0.000761676 7.37846e-05 0.000117679 0.000169188 0.000113015 0.000174622 0.000247117 0.000350084 0.000459165 0.000593031 0.000403134
internal_weight=0 0.0261071 0.0250753 0.0238649 0.0226102 0.0203713 0.0192205 0.0179418 0.0165616 0.00223892 0.015047 0.0140216 0.0130165 0.0120135 0.0109489 0.00980788 0.00813778 0.00713138 0.00532537 0.00335897
internal_count=3121 2630 2372 2297 2187 1893 1840 1767 1630 294 1360 1224 1203 1010 904 683 420 384 307 244
is_linear=0
shrinkage=0.00140032


Tree=1889
num_leaves=22
num_cat=0
split_feature=1213 1456 1374 457 11 453 4 13 13 151 160 151 15 130 52 43 16 3 0 52 2
split_gain=0.000490949 0.000388189 0.000318002 0.000341249 0.000334425 0.000267587 0.000437735 0.000298621 0.00032224 0.000252006 0.000364824 0.000284409 0.000285513 0.000279023 0.000341473 0.000277854 0.00023213 0.000210315 0.000371663 0.000195569 0.000179909
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.094929999999999987 0.088350000000000026 0.088215000000000002 1.0000000180025095e-35 0.27287000000000006 -0.53104499999999988 -0.43167499999999998 -0.086944999999999981 -0.091944999999999985 -0.0077149999999999988 0.091915000000000011 -1.0000000180025095e-35 -0.40306999999999998 -0.17390999999999998 -0.056919999999999991 -0.078934999999999991 -0.10224499999999999 -1.0000000180025095e-35 0.092120000000000021
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 5 6 7 -4 -9 -10 -11 -12 13 -13 -15 -16 17 -17 -19 -8 -18
right_child=1 2 3 -5 -6 -7 19 8 9 10 11 12 -14 14 15 16 20 18 -20 -21 -22
leaf_value=-0.00094981658976133853 -0.00090480815251566785 -0.00069406144126377752 -0.00074017725185572699 0.00082432704177137122 -0.0007267474845330475 -0.00062518062765261437 0.00033014654167477943 0.00093534267047542315 0.00071517104500227937 -0.00072256325984245611 -0.00067803540220032828 -0.00036763432281669534 -0.00038970155281260559 -0.00048861705850143926 0.00098938481417199377 2.5591446064492421e-05 -0.00057803222148470484 0.00016204945416920023 0.0012745494380032351 0.001266808018289927 0.00029908317625087919
leaf_weight=0.0012538322571359886 0.0010012852165213948 0.0012210036146429451 0.0010157879241745526 0.0015182510492673653 0.001200851897598553 0.001120114212962319 0.0010313204182004071 0.0010920732446351089 0.0013260581158074372 0.0014598356401424603 0.0010647220519530163 0.0015013692602235682 0.0019603471276656856 0.0010325436439449715 0.0018131106080616632 0.0014020365709033712 0.0010164913529128574 0.0013454581069147764 0.00153869962384523 0.0011023695487756098 0.0012419197984467889
leaf_count=491 258 55 19 111 108 72 65 24 134 266 133 156 203 162 43 241 162 55 75 194 94
internal_value=0 3.9832e-05 7.62049e-05 0.000114154 6.78086e-05 0.000111053 0.000150427 7.51491e-05 0.000121691 6.84917e-05 1.27226e-05 8.98527e-05 0.000153468 0.000251232 0.00035018 0.000453808 0.000305432 0.000516789 0.000755569 0.000814072 -9.56989e-05
internal_weight=0 0.0270056 0.0260044 0.0247834 0.0232651 0.0220643 0.0209441 0.0188105 0.0177947 0.0167026 0.0153765 0.0139167 0.012852 0.0108916 0.00939026 0.00835772 0.00654461 0.00428619 0.00288416 0.00213369 0.00225841
internal_count=3121 2630 2372 2317 2206 2098 2026 1767 1748 1724 1590 1324 1191 988 832 670 627 371 130 259 256
is_linear=0
shrinkage=0.00154607


Tree=1890
num_leaves=23
num_cat=0
split_feature=1213 1456 453 128 1374 0 158 483 43 43 49 43 4 151 13 133 160 42 1 15 2 52
split_gain=0.000492564 0.000419189 0.000351535 0.000339657 0.000351322 0.000483183 0.000297719 0.000296713 0.000303681 0.000319942 0.000359331 0.000427992 0.000485515 0.00032574 0.000295057 0.000272181 0.000258868 0.000277041 0.000248437 0.000525384 0.000400289 8.28362e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 1.0000000180025095e-35 0.086435000000000012 -0.094929999999999987 -0.23091999999999999 0.084905000000000022 0.080810000000000007 0.24789500000000006 0.016310000000000002 0.11042000000000002 -0.074359999999999996 -0.17966999999999997 -0.016164999999999995 -0.099939999999999987 0.089980000000000018 -1.0000000180025095e-35 0.083995000000000014 0.111945 -0.10324499999999999 0.079055000000000014 0.083680000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 -3 -6 7 8 9 10 11 15 -13 -14 -11 16 -7 -18 19 -15 -21 -19
right_child=1 2 -4 -5 5 6 -8 -9 -10 14 -12 12 13 18 -16 -17 17 21 -20 20 -22 -23
leaf_value=-0.00089725911388506194 -0.00088316794804614769 -0.00062027955784756019 -0.00071761733054875388 -0.00074609022004076429 0.0010953450417170629 -6.5661904837520686e-05 -0.00066769120292951855 -0.00059659973626702571 -0.00051803889822073972 0.0011805919033549979 0.00086608987766466198 -0.001024997615419835 0.00077389930173611763 -0.0011349766801392754 0.00023726128554276492 -0.00015499004525177493 0.00017462790423777524 0.00076137844013296648 0.00043187121146612376 0.00057061612137527076 -0.00047839915217128139 0.0012894296016046916
leaf_weight=0.0013387978398776692 0.0010797145433775182 0.0013027717980520484 0.0012238627691956152 0.0010138667283286487 0.0011896486256226446 0.0012320224388972373 0.001003123895403967 0.0010861087670483152 0.0012223341535904089 0.0014313325840564772 0.0014700695488700502 0.0011655282722919848 0.0010505669833472684 0.0012009545474789187 0.0014990571906411945 0.0016845503018562205 0.0013913421515074449 0.0014974214226328997 0.0013518115190469596 0.0015208256182131794 0.0017025182377566131 0.0011675318306103577
leaf_count=491 258 55 75 135 50 166 189 212 109 47 108 129 71 40 107 158 126 123 92 111 251 18
internal_value=0 2.50444e-05 6.08237e-05 9.72095e-05 0.000131179 0.000172197 0.000123769 0.000160399 0.000200335 0.000245678 0.000165024 9.61561e-05 -0.000138579 1.27603e-05 0.000698026 0.000365206 0.000530911 0.000712108 -0.000125677 -0.000296031 1.65432e-05 0.000992721
internal_weight=0 0.028487 0.0274072 0.0261834 0.0251695 0.0238667 0.0226771 0.021674 0.0205879 0.0193655 0.0164351 0.0149651 0.00799221 0.00682668 0.00293039 0.00697287 0.00528832 0.0040563 0.00577611 0.0044243 0.00322334 0.00266495
internal_count=3121 2630 2372 2297 2162 2107 2057 1868 1656 1547 1393 1285 694 565 154 591 433 267 494 402 362 141
is_linear=0
shrinkage=0.00148603


Tree=1891
num_leaves=15
num_cat=0
split_feature=484 4 12 16 15 51 15 16 52 52 160 0 1 0
split_gain=7.2275e-05 9.50657e-05 0.000100757 0.000104247 0.000170391 0.000223124 0.000103073 0.000128224 0.000205153 0.000321387 0.000188017 8.45885e-05 7.63655e-05 2.6116e-05
threshold=-0.0068949999999999992 0.27044500000000005 0.10711000000000002 -0.094359999999999986 0.09006500000000002 0.081440000000000026 0.090615000000000015 -0.056919999999999991 0.096795000000000006 -0.020999999999999994 -0.025879999999999997 -0.15202999999999997 0.092390000000000014 -0.05208999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 -2 7 12 9 10 -9 -3 -5 -12
right_child=1 11 -4 6 -6 -7 -8 8 -10 -11 13 -13 -14 -15
leaf_value=-0.0014677814437851328 -0.0030272895382112341 0.00021356537508979159 -0.0018353489526692242 0.00096757959600402401 0.0014440598801010866 0.00058142145469314743 -0.0014257118060598841 0.0028688226066769847 0.0021053053071355453 -0.0028766449891587447 0.00027896073753397804 0.0026889332675646177 0.0031816626209992664 -0.0011536013965372414
leaf_weight=0.0012930492121667704 0.0017588699634971091 0.0012667021514640026 0.0012319261531630885 0.0016927377358628972 0.0010076179908029559 0.0011534500269983761 0.0011085049471564199 0.001037803861241306 0.0016029857095922473 0.0015820521457342619 0.0010079660346505879 0.0010078897935125201 0.0010120625271170525 0.0010631295261555023
leaf_count=503 188 100 196 505 51 89 345 136 89 181 279 246 69 144
internal_value=0 9.43352e-05 -8.69401e-05 6.66126e-05 -0.000816061 -0.00159803 0.000408944 0.000634945 0.000135972 -0.000536985 0.000653617 0.00131042 0.00179603 -0.000456398
internal_weight=0 0.0175337 0.0152591 0.0140272 0.00391994 0.00291232 0.0101072 0.00899874 0.00629394 0.00469095 0.0031089 0.00227459 0.0027048 0.0020711
internal_count=3121 2618 2272 2076 328 277 1748 1403 829 740 559 346 574 423
is_linear=0
shrinkage=0.00637641


Tree=1892
num_leaves=14
num_cat=0
split_feature=50 47 1 131 42 2 12 13 3 42 49 52 0
split_gain=7.516e-05 0.000114971 0.000112625 0.000107572 0.000115489 9.30946e-05 0.000132196 0.000180634 0.000139805 0.00013741 0.000132107 0.000202566 0.000154733
threshold=0.10647500000000001 0.13148500000000005 0.12873500000000002 0.089305000000000009 -1.0000000180025095e-35 0.11474000000000002 0.088245000000000004 -0.016469999999999995 -0.078934999999999991 0.084050000000000014 -0.069799999999999987 -0.07167999999999998 -0.14723999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 6 9 8 -8 10 -6 -12 -13
right_child=-2 -3 -4 -5 5 -7 7 -9 -10 -11 11 12 -14
leaf_value=-0.0013283050455569973 -0.00179337970685199 -0.002134613842402829 0.0022085304137610491 -0.0020908862152180059 -0.0017833679312955057 0.0021681953312921746 -0.0016457745918398603 0.0035800926208712958 0.0015142653453083187 -0.0022743558916119445 -0.0014836092300576683 0.0037557126967440544 0.000505528435480695
leaf_weight=0.0019641563839986236 0.0010648137106860486 0.0010367333387044644 0.0012713796755265917 0.0010234705439810263 0.0012746193101973446 0.0013726907030789529 0.0010658974955372186 0.0011425060338519089 0.0017819044444054993 0.0013688595099296472 0.0013337240896521552 0.0011355512869952733 0.0018100346971404446
leaf_count=604 333 37 202 338 107 188 188 98 206 481 145 62 132
internal_value=0 9.50542e-05 0.00023477 7.04717e-05 0.000225706 0.00047415 0.000261066 0.00126164 0.000331501 -0.000315666 0.000167087 0.000748042 0.00175851
internal_weight=0 0.0175815 0.0165448 0.0152734 0.0142499 0.0122858 0.0109131 0.00399031 0.0028478 0.00692279 0.00555393 0.00427931 0.00294559
internal_count=3121 2788 2751 2549 2211 1607 1419 492 394 927 446 339 194
is_linear=0
shrinkage=0.00690203


Tree=1893
num_leaves=24
num_cat=0
split_feature=1213 1456 453 1374 11 4 13 13 457 15 1 42 49 15 160 13 16 52 42 15 2 1 0
split_gain=0.000479044 0.000456285 0.000439056 0.000421224 0.000401387 0.000411105 0.000387971 0.000420419 0.000289524 0.000353431 0.000668915 0.000303906 0.000298892 0.000545981 0.000259847 0.000212466 0.000306858 0.000351914 0.000318234 0.000253383 0.000204292 0.000156176 0.000124604
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 1.0000000180025095e-35 -0.094929999999999987 0.088215000000000002 0.27287000000000006 -0.53104499999999988 -0.43167499999999998 0.097575000000000009 0.091915000000000011 0.11146500000000002 0.10194000000000002 -0.006494999999999999 -0.065449999999999994 -1.0000000180025095e-35 -0.084034999999999985 -0.079109999999999986 0.096795000000000006 -0.084624999999999992 -0.016799999999999995 0.087015000000000023 0.08844500000000001 -0.10151999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 5 6 -5 -8 9 11 -11 12 13 -9 -7 21 18 19 -17 22 -21 -14 -18
right_child=1 2 -4 4 -6 14 7 8 -10 10 -12 -13 15 -15 -16 16 17 -19 -20 20 -22 -23 -24
leaf_value=-0.00093036435911759182 -0.0010138272532408874 -0.00078056203060710208 -0.00082652149019475131 -0.0008208585387143348 -0.00065862373268895291 0.00022663484941824947 0.0010997754439631847 0.00042181043343505895 0.00096072350701999383 -0.0010521512129482834 0.00059332051802466217 -0.00050852005072672853 0.00041991491300422731 -0.00094843465049124611 0.0013023292082351453 0.00038117129062390886 0.00024508744772370274 0.0010810583446454339 -0.00083609838891144132 0.00094262425736391347 6.3964039496908597e-06 0.0012377823541276207 -0.00051367521987483124
leaf_weight=0.001387403819144927 0.0010311490338489179 0.0012783466046393235 0.0013297024056024833 0.0010244739611575638 0.0014420630891738275 0.0010039479208548419 0.0012439648799045201 0.0016806170379958796 0.0010400979950277991 0.001729734591439879 0.0010138933018026819 0.0014917849365485578 0.0013076545798597983 0.0013622205721653411 0.0013792598724954785 0.0010633057332037066 0.0010161388338190075 0.0016392858366318652 0.0011639881416919346 0.0015103533847915639 0.0010038363353732649 0.001122784821241396 0.0012474404901249847
leaf_count=491 258 55 75 20 110 95 28 148 36 272 25 125 152 174 197 95 37 72 213 86 88 38 231
internal_value=0 3.70654e-05 7.56356e-05 0.000120455 0.000165647 0.000215082 0.000145319 0.000193282 0.000135135 8.83476e-05 -0.000444076 0.00018193 0.000254889 -0.000191622 0.000849183 0.00037757 0.000259434 0.00043798 -0.000254976 0.000217336 0.000568818 0.000797743 -0.000173061
internal_weight=0 0.029126 0.0280949 0.0267652 0.0254868 0.0240448 0.0216616 0.0206371 0.0193931 0.018353 0.00274363 0.0156094 0.0141176 0.00304284 0.00238321 0.0110748 0.00864435 0.00641705 0.00222729 0.00477777 0.00251419 0.00243044 0.00226358
internal_count=3121 2630 2372 2297 2242 2132 1840 1820 1792 1756 297 1459 1334 322 292 1012 822 514 308 442 174 190 268
is_linear=0
shrinkage=0.00160853


Tree=1894
num_leaves=14
num_cat=0
split_feature=11 4 16 151 160 43 2 133 42 3 15 13 3
split_gain=7.76478e-05 8.75238e-05 0.000100165 0.000158238 0.000107762 0.000130815 0.000197459 0.000169477 0.00021048 0.000148292 0.00017272 0.000126944 0.000107601
threshold=0.087830000000000005 0.27287000000000006 -0.36241499999999999 -0.086944999999999981 -0.091944999999999985 -0.074359999999999996 0.088225000000000012 0.084990000000000024 -1.0000000180025095e-35 -0.080934999999999993 -0.074054999999999996 -0.39067499999999994 -0.0087149999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 -5 7 12 8 -6 -8 -11 -12 -7
right_child=-2 -3 3 4 5 6 9 -9 -10 10 11 -13 -14
leaf_value=-0.001557269476867678 -0.0018140485556676035 0.0015059524627361051 0.0025011895045370038 -0.0020291273290180857 -0.00040659954958046355 -0.0035343288349234604 0.0026496779502827813 -0.0011043766463807417 0.003230753590687023 0.0018727358674578514 0.00030874629413029937 -0.0028032331192487333 -0.0007740637610922518
leaf_weight=0.0018254674080536949 0.0010331035741617525 0.001805890916725345 0.0011781724117821976 0.0011905188890449026 0.001160979279180685 0.001098629323774798 0.0010409703780991583 0.0012143981975150514 0.0019552000141146606 0.0011760757070795116 0.0011667795810459403 0.0012359875063717857 0.0015717988255954437
leaf_count=136 121 314 203 347 120 624 141 361 223 138 41 272 80
internal_value=0 9.46676e-05 -6.64851e-05 0.000128045 -9.01973e-05 0.00010844 -0.000444896 0.00103995 0.0018756 0.00040179 -0.000252049 -0.00129206 -0.00190965
internal_weight=0 0.0176209 0.015815 0.0139895 0.0128113 0.0116208 0.00729024 0.00433058 0.00311618 0.00461981 0.00357884 0.00240277 0.00267043
internal_count=3121 3000 2686 2550 2347 2000 1296 704 343 592 451 313 704
is_linear=0
shrinkage=0.0067667


Tree=1895
num_leaves=15
num_cat=0
split_feature=1 151 15 0 4 12 47 12 12 157 16 48 4 13
split_gain=7.33772e-05 0.000128764 0.000138254 0.000121041 0.000225234 0.000204735 0.00019042 0.000140682 0.000109927 0.000157615 0.000116795 0.000221394 6.21021e-05 4.19613e-05
threshold=0.13869000000000004 0.08357500000000001 0.091915000000000011 -0.062294999999999996 -0.49405499999999997 0.08401500000000002 0.096175000000000024 0.090995000000000006 0.088245000000000004 -0.073574999999999988 -0.056919999999999991 0.085845000000000019 0.053180000000000012 -0.061684999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 6 -5 -6 7 8 9 -1 11 12 -11 -7
right_child=-2 -3 -4 4 5 13 -8 -9 -10 10 -12 -13 -14 -15
leaf_value=0.001881438300229091 0.0012510510014627899 0.0017842227886707886 -0.0019280529220625563 -0.0011459010635634201 0.0035539867064133808 0.0013322750499102703 -0.0020605030916728945 -0.0019095609430948013 0.001668640922499844 0.00016425982827071383 -0.0020517191715253031 -0.0016883568963600353 0.0019825158715081398 -0.00023822061091450334
leaf_weight=0.0010258632380686873 0.0013238661983210982 0.0010437279647143019 0.0013500153840497317 0.001426758307727205 0.0010220059459395648 0.0010189900153250164 0.0017744753792258696 0.0011019697969233619 0.0013194424926083193 0.0012043664184494185 0.0011589501992140764 0.0015188574676895938 0.0011144146735626581 0.0010797020338455532
leaf_count=198 139 115 463 136 136 65 222 411 257 382 289 85 130 93
internal_value=0 -0.000105299 -0.000227672 -7.22086e-05 0.000681181 0.00151651 -0.000407489 -6.01081e-05 0.000217483 -0.000100448 -0.000507354 -4.09626e-05 0.00103812 0.000524311
internal_weight=0 0.0171595 0.0161158 0.0147658 0.00454746 0.0031207 0.0102183 0.00844386 0.00734189 0.00602245 0.00499659 0.00383764 0.00231878 0.00209869
internal_count=3121 2982 2867 2404 430 294 1974 1752 1341 1084 886 597 512 158
is_linear=0
shrinkage=0.00555105


Tree=1896
num_leaves=15
num_cat=0
split_feature=50 47 4 3 16 48 48 49 160 2 52 16 4 48
split_gain=6.70013e-05 9.42564e-05 0.00010995 0.000177642 9.1801e-05 0.00016158 0.000145382 0.000149654 0.000151443 0.000120916 0.000300017 0.000186401 7.83822e-05 3.25974e-05
threshold=0.10647500000000001 0.13148500000000005 0.24564500000000003 -0.10115999999999999 -0.094359999999999986 0.085325000000000012 0.091545000000000015 -0.006494999999999999 -0.027994999999999996 0.088555000000000009 0.096795000000000006 -0.056919999999999991 0.0052350000000000009 0.10096000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -4 5 12 7 -6 -9 11 -11 -10 -1 -8
right_child=-2 -3 3 -5 6 -7 13 8 9 10 -12 -13 -14 -15
leaf_value=0.0012290461967349551 -0.0014991138600655781 -0.0016837104632858202 0.0031230788156607569 6.372648798688993e-05 -0.0019034417280226674 -0.0028517824561173103 0.0024545419298351843 0.0021033383525450142 0.0019785568070294062 -0.0033960288223734065 0.00074620252562112568 -0.0012252562523861648 -0.00099430387133027159 0.00093138348840689374
leaf_weight=0.0010272458160327349 0.0010266195108507769 0.001027875248833964 0.0011236622211211744 0.001756189451398645 0.0013918550253548415 0.0010489093802181493 0.0010079489218775004 0.0012987930490641628 0.0016326518427545169 0.001153102458716318 0.0013950203970574115 0.0010956138748107426 0.0012930932885136387 0.0010212380117582409
leaf_count=109 333 37 87 301 268 79 88 339 461 398 131 230 134 126
internal_value=0 8.08588e-05 0.000192507 0.00125743 -3.6951e-05 -0.000894697 0.000252154 -0.000113546 0.000265344 -0.000187082 -0.00112828 0.000691973 -9.99643e-06 0.00168798
internal_weight=0 0.0172732 0.0162453 0.00287985 0.0133655 0.00336925 0.00999622 0.00796704 0.00657518 0.00527639 0.00254812 0.00272827 0.00232034 0.00202919
internal_count=3121 2788 2751 388 2363 322 2041 1827 1559 1220 529 691 243 214
is_linear=0
shrinkage=0.00600863


Tree=1897
num_leaves=25
num_cat=0
split_feature=1213 1456 453 11 4 13 13 1374 457 160 160 52 150 160 52 3 2 42 47 47 3 13 16 1
split_gain=0.00057259 0.000414925 0.000346897 0.000377663 0.000352964 0.000385946 0.000467696 0.000307344 0.000313159 0.00029855 0.000268374 0.000335201 0.000293188 0.000293405 0.000255178 0.000200609 0.000221431 0.000233139 0.00026607 0.000265794 0.00031863 0.00030694 0.000485346 0.000147552
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 1.0000000180025095e-35 0.088215000000000002 0.27287000000000006 -0.53104499999999988 -0.43167499999999998 -0.094929999999999987 0.092360000000000012 0.10210000000000001 -0.22361499999999998 0.13796000000000003 0.088690000000000005 0.08325500000000001 -1.0000000180025095e-35 0.10732000000000001 0.10855000000000002 0.10256000000000001 0.10783500000000001 0.077555000000000013 -0.059315 -0.084034999999999985 -0.079109999999999986 0.080000000000000016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 5 -3 -7 -8 9 10 -9 12 13 15 -6 16 17 18 19 20 21 -12 -23 -22
right_child=1 2 -4 -5 14 6 7 8 -10 -11 11 -13 -14 -15 -16 -17 -18 -19 -20 -21 23 22 -24 -25
leaf_value=-0.00099904624520154024 -0.00092460657452139022 -0.00082821468065970825 -0.00072549828198513889 -0.00069143171473885876 0.00016156238616809378 0.0010689904141105027 -0.00066043495334628722 -0.00063624936618890805 0.00093526313302331728 -0.00070987226164566646 0.00069039368359072816 0.00098571078137278429 -0.00069282875142949961 0.00097786130137889971 0.0012157166324301483 -0.00046979145384457737 0.00080632078098637064 -0.00051178095053057112 0.00081653210798344241 -0.00045145040170404665 0.0011422611407183451 -0.0010288954541152323 0.00026931778258221028 0.00031019566224704315
leaf_weight=0.0013601999021908831 0.0010532215319658108 0.001047562398752251 0.0012681416321855812 0.0013580444068463917 0.0010086944764420291 0.0012041522296080088 0.0012656797311159087 0.0010312391065502849 0.001079123722425023 0.0010811473265522611 0.0010398286262872881 0.0011391480889883501 0.0010004102119837164 0.0010060706646990445 0.0012041520078152406 0.0012804679959970153 0.0011916200683243514 0.0012921677831488352 0.0013748803502370288 0.0017491470587054359 0.0010262775217293593 0.0012145425495821921 0.0015888738893817299 0.0010115576622324873
leaf_count=491 258 20 75 110 66 28 53 204 49 122 140 50 109 111 228 41 136 135 53 123 36 214 201 68
internal_value=0 2.77086e-05 6.42305e-05 0.000102463 0.000145872 8.82303e-05 0.000132725 7.73845e-05 0.00012626 7.78331e-05 0.000128088 0.000177614 0.000115314 0.000174003 0.000735195 0.000110669 0.000175363 0.000102347 0.00019047 7.76609e-05 0.000235029 -2.70173e-05 -0.000293116 0.000729234
internal_weight=0 0.0285162 0.0274629 0.0261948 0.0248367 0.0226239 0.0215763 0.0203722 0.0191065 0.0180274 0.0169462 0.015915 0.0147758 0.0137754 0.00221285 0.0127694 0.0114889 0.0102973 0.00900511 0.00763023 0.00588108 0.00384325 0.00280342 0.00203784
internal_count=3121 2630 2372 2297 2187 1893 1873 1845 1792 1743 1621 1417 1367 1258 294 1147 1106 970 835 782 659 555 415 104
is_linear=0
shrinkage=0.00154607


Tree=1898
num_leaves=13
num_cat=0
split_feature=1 457 52 0 0 3 151 15 4 3 16 3
split_gain=8.11933e-05 0.000119169 0.000178685 0.000168967 0.0002205 0.000158221 0.000128956 0.000258957 0.000144223 0.00011951 8.58883e-05 7.17063e-05
threshold=0.12337000000000002 0.080930000000000016 0.11434500000000002 -0.077999999999999986 -0.10011499999999998 -0.03694999999999999 -0.0077149999999999988 -0.10324499999999999 0.053180000000000012 0.090900000000000009 0.15891500000000003 0.10299500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 6 10 -1 -8 -9 -3 -5 -2
right_child=11 9 -4 5 -6 -7 7 8 -10 -11 -12 -13
leaf_value=-0.002014454854192385 0.0023673084093536871 -0.00025901824442475162 -0.0024509021441309763 0.00083459379017223158 -0.0029437165078840389 0.0026674694801901832 -0.0015688276029329682 7.0463473091580592e-05 0.0035181612813986662 0.0027819017176421595 -0.0015183485227730775 0.00015244235183361243
leaf_weight=0.0012436090879255346 0.0011321292877544608 0.0012364745269186151 0.00177125378104838 0.0019721384337641201 0.0016808868873206886 0.0014986700893576113 0.0016237658516969899 0.001004296487483681 0.0012433634538702165 0.0011349307598735869 0.0011102255636816494 0.0016371296839007288
leaf_count=80 157 177 429 308 1087 140 117 120 51 62 256 137
internal_value=0 -0.000199865 -0.000451683 -0.000140429 -0.000817481 0.000863971 -0.000118764 0.000490184 0.00197767 0.00119634 -1.2904e-05 0.00105792
internal_weight=0 0.0155196 0.0131482 0.011377 0.00679592 0.00458103 0.00511503 0.00387143 0.00224766 0.00237141 0.00308236 0.00276926
internal_count=3121 2827 2588 2159 1455 704 368 288 171 239 564 294
is_linear=0
shrinkage=0.0067667


Tree=1899
num_leaves=23
num_cat=0
split_feature=1213 456 1374 457 11 13 13 484 160 50 3 376 132 133 42 2 4 0 0 15 4 2
split_gain=0.000551444 0.000292249 0.000282094 0.000451715 0.000337137 0.00024947 0.000452739 0.000298287 0.000284245 0.000460826 0.000279547 0.000267957 0.00030867 0.00040993 0.000401768 0.000293214 0.000356676 0.00037604 0.000241174 0.00015689 0.000376041 9.21617e-05
threshold=-1.0000000180025095e-35 0.087485000000000021 -0.094929999999999987 0.092360000000000012 0.088215000000000002 -0.53104499999999988 -0.42195999999999995 -0.0068949999999999992 -0.24498999999999996 0.099210000000000007 0.095270000000000007 1.0000000180025095e-35 0.079970000000000013 0.093615000000000018 -1.0000000180025095e-35 0.083995000000000014 0.076415000000000025 -0.10011499999999998 -0.071924999999999989 -0.094549999999999981 -0.012509999999999999 0.090790000000000023
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 -4 -7 -8 -9 10 11 12 13 14 -10 16 17 -16 -12 -17 21 -21
right_child=1 -3 3 -5 -6 6 7 8 9 -11 18 -13 -14 -15 15 19 -18 -19 -20 20 -22 -23
leaf_value=-0.0010155738281429146 -0.00067778302421939748 -0.0007259850367682633 -0.00063194389710850406 0.0010535648066433475 -0.00076489052845616376 0.0010896096198730011 -0.0006789708467368719 -0.00065634137890311847 -0.00058890934936559796 0.0011575599553635494 6.5767725132365499e-05 0.00095398771747648491 0.00084202896450031152 -0.00087243309109622349 0.00018199494666953187 0.0010292670337604714 0.00065421971712068764 -0.0010791886078494368 -0.00079571979459011784 0.00099822133659501107 -0.00039668950009597422 0.00041104206659911687
leaf_weight=0.0012504365946892073 0.0011503367380916165 0.0011526963791868563 0.0010552349396881723 0.0011451012474554814 0.001129891461240983 0.0011313948552206477 0.0011534800452486149 0.0010331047082604008 0.0014616371715403384 0.0010776031908697461 0.0018440789263611812 0.001072519242231563 0.0013568580636915137 0.0010210541633415291 0.0012049107356233435 0.001171678602191765 0.0011280464493180348 0.0010642462317958044 0.001342068929172823 0.0012542736140459471 0.0010584852904543373 0.001302419529873422
leaf_count=491 40 165 32 67 107 62 395 220 324 84 63 122 143 215 16 85 44 136 64 52 107 87
internal_value=0 3.52496e-05 7.01274e-05 0.000105963 5.85022e-05 0.00010131 0.000138729 8.36903e-05 0.000131519 0.000178406 0.000113603 0.000213524 0.000147474 5.91234e-05 0.000157734 0.000291081 -5.62947e-05 -0.000409507 -0.000297108 0.000537612 0.000378267 0.000699103
internal_weight=0 0.0263111 0.0251584 0.0240081 0.022863 0.0217331 0.0206779 0.0195465 0.018393 0.0173599 0.0162823 0.0130961 0.0120236 0.0106668 0.0096457 0.00818406 0.0033972 0.00226916 0.00318615 0.00478686 0.00361518 0.00255669
internal_count=3121 2630 2465 2425 2358 2251 2219 2157 1762 1542 1458 1331 1209 1066 851 527 196 152 127 331 246 139
is_linear=0
shrinkage=0.00154607


Tree=1900
num_leaves=14
num_cat=0
split_feature=41 39 3 3 0 15 13 52 51 0 12 15 42
split_gain=7.502e-05 9.00093e-05 0.000120108 0.000120963 0.000219459 0.000144996 0.000134949 0.000138129 0.000162875 0.000182883 7.05324e-05 5.63392e-05 5.31674e-05
threshold=0.079885000000000025 0.085220000000000004 0.149315 -0.10519499999999998 -0.053834999999999994 -0.11713499999999999 -0.086919999999999983 0.024145000000000003 0.086310000000000012 -0.10011499999999998 0.09141500000000001 -0.097454999999999986 -0.027559999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 10 5 -5 -7 8 9 11 -1 -8 -3
right_child=-2 12 -4 4 -6 6 7 -9 -10 -11 -12 -13 -14
leaf_value=-0.00017532802601917885 -0.0013802703037769861 0.00027838117475300955 0.0013794597461818578 -0.0017554931693362901 -0.0023914613267376483 -0.0013829190830873248 0.00045944063497129877 0.0016400364854544575 -0.0018154222103922704 -0.0011259273183981495 0.0014096395061069359 0.0021039145324956623 0.0019634856320577265
leaf_weight=0.0013992094637038923 0.0010272769494386038 0.0010461458000661228 0.0014287454184396817 0.0013684218360673931 0.0014221923167834242 0.0014000098006863044 0.0010449390070004227 0.0017982811324780967 0.0011101439980503794 0.0012553280007708365 0.0017036130457035448 0.0012542848600400908 0.0010039978521745032
leaf_count=134 133 56 143 190 196 322 32 637 114 657 181 87 239
internal_value=0 7.48231e-05 -6.40732e-05 -0.000213999 -0.000478713 -0.000184035 8.94512e-05 0.000408396 -6.64122e-05 0.000479832 0.000694903 0.00135654 0.00110361
internal_weight=0 0.0172353 0.0151852 0.0137564 0.0106536 0.00923141 0.00786299 0.00646298 0.0046647 0.00355455 0.00310282 0.00229922 0.00205014
internal_count=3121 2988 2693 2550 2235 2039 1849 1527 890 776 315 119 295
is_linear=0
shrinkage=0.00523088


Tree=1901
num_leaves=21
num_cat=0
split_feature=1213 1456 11 1374 51 456 15 474 156 130 0 12 42 12 1 52 16 2 13 0
split_gain=0.000543924 0.000367688 0.000285031 0.000291071 0.000328175 0.000336009 0.000273192 0.000172842 0.000381669 0.000300202 0.000269106 0.000384604 0.000252365 0.000347859 0.000270479 0.000238215 0.000224119 0.000192358 0.000171388 0.000116473
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 0.088215000000000002 -0.094929999999999987 0.078435000000000019 0.084065000000000015 -0.010414999999999999 0.084660000000000027 0.084085000000000007 -1.0000000180025095e-35 0.18019500000000002 0.10711000000000002 0.092145000000000019 0.086850000000000024 0.092390000000000014 0.090245000000000006 -0.040964999999999994 0.11093500000000002 -0.091904999999999987 -0.14920999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 5 7 19 8 9 -5 11 12 13 14 -11 18 17 -16 -15 -6
right_child=1 2 -4 4 6 -7 -8 -9 -10 10 -12 -13 -14 15 16 -17 -18 -19 -20 -21
leaf_value=-0.0010180627335115114 -0.00089997500853602379 -0.00066150953421760994 -0.00066051995049701176 -0.0005352915734410103 0.00050136730999950801 -0.00081506452831779175 -1.7471196383321405e-05 0.00067076037383689965 -0.00085884799938746464 -0.00043205109200169102 0.00094787663061317339 -0.00077548264718432477 -0.00033550246671682746 0.0013670485715433186 0.00040505688140140097 0.00017061648775759067 0.00076442366908219023 -0.0004407249179060754 0.00055256209855855264 0.0011450619142730498
leaf_weight=0.0012778388683456479 0.00100589297577408 0.0011585588832323515 0.0012560269608603561 0.0015260219307213644 0.0013605976440089762 0.0010320692505645926 0.0014184007053539274 0.0012712961340569364 0.0010371888297926726 0.0018302175488830869 0.0011057585684105817 0.0010543643306027426 0.0017468763015614968 0.0012915135413220646 0.0014535496181234016 0.0014976389917367161 0.0015780782612910861 0.0012385312712670793 0.0012785262700472644 0.00143782871222016
leaf_count=491 258 55 110 171 26 148 123 202 158 223 25 93 276 24 69 128 86 74 187 194
internal_value=0 3.52457e-05 7.20317e-05 0.00010987 0.00014846 5.98849e-05 0.00054633 0.000110305 6.74822e-05 0.000129066 0.000201096 0.000137426 0.00021821 0.000313338 7.51579e-05 0.000670542 0.000292551 1.59426e-05 0.000961863 0.000832097
internal_weight=0 0.0265789 0.025573 0.024317 0.0231585 0.0189416 0.00421683 0.0179096 0.0166383 0.0156011 0.0140751 0.0129693 0.0119149 0.0101681 0.00610038 0.00406768 0.00427016 0.00269208 0.00257004 0.00279843
internal_count=3121 2630 2372 2262 2207 1864 343 1716 1514 1356 1185 1160 1067 791 452 339 229 143 211 220
is_linear=0
shrinkage=0.00157699


Tree=1902
num_leaves=15
num_cat=0
split_feature=12 156 484 43 42 43 160 12 133 42 0 13 0 16
split_gain=7.67209e-05 8.18503e-05 0.000102716 9.77276e-05 0.000142632 0.000219316 0.000139475 0.000137805 0.000131591 0.000183235 0.000198997 0.000112937 0.000166933 0.000195027
threshold=0.11650500000000001 0.091255000000000017 -0.0068949999999999992 -0.074359999999999996 0.091545000000000015 0.12450000000000001 0.086075000000000013 0.089795000000000014 0.090665000000000009 -1.0000000180025095e-35 -0.061629999999999997 -0.095304999999999987 -0.10151999999999999 -0.11676499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 8 5 6 7 11 9 -4 -11 -5 13 -13
right_child=-2 -3 3 4 -6 -7 -8 -9 -10 10 -12 12 -14 -15
leaf_value=-0.0018465694244274261 -0.0019823833266366126 -0.0018772281128565443 -0.00018971811071538791 0.0028391524467414318 -0.0025919523294936882 0.003444212104912095 -0.0023992158427637057 -0.0021632080734607395 -0.0009142167232477588 0.0013640387931182791 0.0055772985669095398 -0.0013771132131131904 -0.0023759194209668835 0.0026592922364526454
leaf_weight=0.0012148521446325401 0.0010382358489759843 0.0010852237235883062 0.0015313182332263378 0.0011771172576563868 0.0010843916315406701 0.001071815285858202 0.0012945423767594388 0.0010490036085223919 0.0012411398411992323 0.001546628518080323 0.0010508100081991949 0.0010748932696778013 0.0010325230712718413 0.0017655561829252866
leaf_count=455 147 264 173 129 335 130 79 194 219 367 75 71 427 56
internal_value=0 0.000108834 0.000242418 0.000412516 -4.08937e-05 0.000285887 -0.000171958 0.000300781 0.00121886 0.00186008 0.00306854 0.0008126 0.000196668 0.00113182
internal_weight=0 0.0172198 0.0161346 0.0149197 0.00954984 0.00846545 0.00739364 0.00609909 0.0053699 0.00412876 0.00259744 0.00505009 0.00387297 0.00284045
internal_count=3121 2974 2710 2255 1421 1086 956 877 834 615 442 683 554 127
is_linear=0
shrinkage=0.00747098


Tree=1903
num_leaves=14
num_cat=0
split_feature=1 15 16 16 42 133 52 16 0 4 15 4 51
split_gain=8.23148e-05 0.000161665 0.00016036 0.000185443 8.63482e-05 0.000116736 0.000157143 0.000127369 0.000240565 0.000218991 0.000122717 6.56806e-05 3.42276e-05
threshold=0.104035 -0.016799999999999995 -0.061854999999999993 -0.44310499999999992 0.092145000000000019 0.083950000000000011 -0.088204999999999992 0.13751500000000003 -0.084144999999999984 -0.0016099999999999997 0.083935000000000023 0.053180000000000012 -0.090529999999999985
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 3 -2 5 6 -1 8 9 -8 -7 -11 -4
right_child=1 -3 12 -5 -6 10 7 -9 -10 11 -12 -13 -14
leaf_value=-0.0026151279816913394 -0.00078862133133345393 0.0020845884994069551 -0.00061092728759355741 0.0023551216444098653 -0.0017160510219597781 -0.00021515616368784652 0.0022492200753996003 0.0019133802971591529 -0.0027947175151044131 -0.0020128351320161026 0.0025461275147256701 0.00013715118034264613 -0.0022380706279860347
leaf_weight=0.0011774420883557228 0.0013894666444589712 0.0018972419689720068 0.0010203010306468474 0.0015527026156330406 0.0015317942477166219 0.0013921126174709295 0.0013966280364060037 0.0010049043634031696 0.0013358428662128552 0.0010821331481874474 0.0011473768912568794 0.001140551760029973 0.0010007523901382348
leaf_count=283 173 154 75 167 467 463 365 42 427 107 165 111 122
internal_value=0 0.00053246 -6.08564e-05 0.00087046 -0.000336958 -0.000118659 -0.000528211 -0.000115929 -0.000527472 0.000309339 0.00103243 -0.000909588 -0.00141663
internal_weight=0 0.00686046 0.00496322 0.00294217 0.0112088 0.00967699 0.0071375 0.00596006 0.00495516 0.00361931 0.00253949 0.00222268 0.00202105
internal_count=3121 691 537 340 2430 1963 1335 1052 1010 583 628 218 197
is_linear=0
shrinkage=0.00625138


Tree=1904
num_leaves=14
num_cat=0
split_feature=1 4 4 13 13 457 12 151 16 4 15 13 0
split_gain=7.48949e-05 0.000157277 0.000227218 0.000159144 0.000134508 0.000144614 0.000217914 0.000144922 0.000425211 0.000207053 0.000111602 0.000104897 6.17085e-05
threshold=0.08844500000000001 -0.15764999999999998 -0.49405499999999997 -0.084154999999999994 -0.094514999999999988 0.045365000000000009 -0.010834999999999999 -0.00099499999999999979 -0.056919999999999991 0.071150000000000005 -0.0063699999999999989 -0.010094999999999998 -0.10224499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -3 -2 6 -6 -8 12 -10 -5 -12 -9
right_child=4 3 -4 10 5 -7 7 8 9 -11 11 -13 -14
leaf_value=-0.0011660091230445326 0.0019021874936547918 -0.0031112795871253798 0.0026702084714075739 -0.0020839441134360985 0.0019415508783601147 0.0018655385198175288 -0.0032386086393618573 0.00043979292113564448 -0.0046115306081104274 -0.00045857932230081416 0.0018923231958182854 -0.0010179591371078879 0.0025845285754565813
leaf_weight=0.0013518045423577263 0.0020037053564648947 0.00140625740243996 0.001366269531373642 0.0011956085510418579 0.001382018123034034 0.0014876389399876705 0.001037292685444253 0.0012632019567966335 0.0011167555278775833 0.0010027660723377352 0.0010908314421786405 0.0010894254009582846 0.0011085098046585981
leaf_count=75 208 572 60 512 192 141 89 51 297 38 332 343 211
internal_value=0 -0.000511936 0.000762307 -0.00123619 0.000357749 -1.07352e-05 -0.000414642 -0.00100364 -0.000487456 -0.00264673 -0.000455103 0.00043812 0.00144222
internal_weight=0 0.0075002 0.00271807 0.00478212 0.0104019 0.00839818 0.00691054 0.00552853 0.00449123 0.00211952 0.00337587 0.00218026 0.00237171
internal_count=3121 1894 135 1759 1227 1019 878 686 597 335 1187 675 262
is_linear=0
shrinkage=0.00663402


Tree=1905
num_leaves=21
num_cat=0
split_feature=1213 1447 13 13 453 4 160 1374 52 16 13 52 15 15 12 15 4 16 13 4
split_gain=0.000470044 0.000294803 0.000309291 0.000314014 0.000300478 0.000396295 0.000286628 0.000295093 0.000254563 0.000254192 0.000416649 0.000224646 0.000323433 0.000407368 0.00025912 0.000496114 0.000181883 0.000132942 0.000128345 3.09802e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.53104499999999988 -0.23438999999999996 1.0000000180025095e-35 0.40473500000000007 -0.098904999999999979 -0.094929999999999987 -0.40306999999999998 0.23311500000000004 0.18141000000000002 -0.087769999999999987 -0.10469999999999999 0.091915000000000011 0.082095000000000015 0.088235000000000022 -0.00099499999999999979 -0.072359999999999994 -0.07965499999999999 -0.019614999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 19 5 6 -5 -8 -9 10 11 -10 -13 14 16 18 -14 -7 -16 -4
right_child=1 2 3 4 -6 17 7 8 9 -11 -12 12 13 -15 15 -17 -18 -19 -20 -21
leaf_value=-0.0010155529663171496 -0.00074909685063414763 -0.00078546287646681602 0.00089096428551585483 -0.000725450669873848 -0.00078515850861475458 0.0011028662631495409 -0.00070855555319213049 -0.00055169628101597325 -0.00038361512838706164 0.00085108335170471785 -0.00067782589566990582 -0.00039408485035483234 0.0012017553647834058 -0.00040538740856664211 0.00013543093034027904 0.00089851706851055741 0.00049863069951947751 0.0003087114403417137 -0.00067025042986250405 0.00049683690279025722
leaf_weight=0.0011734554171355096 0.0012131726393054603 0.001064130430516559 0.0010657654500896285 0.001275415000967616 0.0010750826473809863 0.0011730436482754458 0.0011880141848568107 0.0013290816653350945 0.0014126486712245792 0.0013407128123901222 0.0015150208955321274 0.0014880438214968034 0.001935935800976174 0.0013287375536174817 0.0010068056055194631 0.0017171001268607711 0.0018726552894929027 0.0010192982859348046 0.0010400344149708906 0.001000384182746057
leaf_count=491 255 32 34 258 72 161 50 282 180 81 80 137 110 190 151 121 63 55 220 98
internal_value=0 2.51531e-05 6.2955e-05 0.000100915 4.39066e-05 8.70851e-05 1.02589e-05 6.48933e-05 0.00012237 0.000183491 0.00011628 0.000218219 0.000300051 0.000416092 0.000560235 0.000260927 0.000856034 0.000733635 -0.00027395 0.000700136
internal_weight=0 0.0260611 0.0248479 0.0237838 0.0217176 0.0206425 0.0184502 0.0171748 0.0159868 0.0146577 0.013317 0.011802 0.0103893 0.00890127 0.00757253 0.00376394 0.00380859 0.00219234 0.00204684 0.00206615
internal_count=3121 2630 2375 2343 2211 2139 1923 1665 1615 1333 1252 1172 992 855 665 492 173 216 371 132
is_linear=0
shrinkage=0.00160853


Tree=1906
num_leaves=20
num_cat=0
split_feature=1213 456 13 13 40 42 42 160 133 43 16 157 42 2 4 2 3 0 13
split_gain=0.000483011 0.000283303 0.000269261 0.000389476 0.000214315 0.000716282 0.000383734 0.000290277 0.000266421 0.000391056 0.000398741 0.000239052 0.000290662 0.000228879 0.00036984 0.000335275 0.000254073 0.000219634 0.000294636
threshold=-1.0000000180025095e-35 0.087485000000000021 -0.53104499999999988 -0.42195999999999995 0.05433000000000001 -0.11466499999999999 -0.092814999999999981 -0.10151499999999998 0.093615000000000018 -0.074359999999999996 0.064860000000000015 -0.06266999999999999 0.08623500000000002 0.089885000000000007 0.053180000000000012 0.11215000000000001 0.090900000000000009 -0.060129999999999996 -0.084034999999999985
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 5 -5 -7 -8 9 17 11 -11 13 14 -13 16 -15 18 -9
right_child=1 -3 3 4 -6 6 7 8 -10 10 -12 12 -14 15 -16 -17 -18 -19 -20
leaf_value=-0.0008721666726301359 -0.00061043760814811978 -0.00065913136251756293 0.00088122115557443068 -0.0010005749982141474 0.00062435246811035712 0.00088990603400783126 -0.00051566646090058204 0.00075814567245398518 -0.00047606690012240427 0.00071463948517176961 -0.00061213092462403783 -0.00082680959227217495 0.00060160899589026251 7.6595182364206209e-05 0.00014633857335157602 -0.00030567493638065149 0.00092987448285583433 0.00087511650739710968 -0.00018054384725134961
leaf_weight=0.0011267090458189346 0.001041952965163513 0.0010393486223116413 0.0010719927407749864 0.001176760407516241 0.001117400880184429 0.0010068815193078331 0.0015766688609925852 0.0010968846786421627 0.0013912092305212896 0.0010642568893798618 0.0016008233578599937 0.0014984440673835794 0.0013980801561991052 0.0015000440585413166 0.0013402602842160771 0.0019214411562322731 0.0010926279066723055 0.0016491299959577261 0.0013528739962113678
leaf_count=491 34 165 67 126 53 77 306 207 364 69 220 227 117 89 47 86 34 116 226
internal_value=0 2.8772e-05 5.869e-05 8.91943e-05 5.02182e-05 1.91756e-05 8.07469e-05 3.66665e-05 8.81773e-05 0.000138773 1.07318e-05 0.000112319 3.90666e-05 -6.78964e-05 -0.000367349 0.000120415 0.000436192 0.000495385 0.000239756
internal_weight=0 0.0249371 0.0238977 0.0228558 0.0217838 0.0206664 0.0194896 0.0184827 0.0169061 0.0155149 0.011416 0.00981515 0.0087509 0.00735282 0.0028387 0.00451411 0.00259267 0.00409889 0.00244976
internal_count=3121 2630 2465 2431 2364 2311 2185 2108 1802 1438 889 669 600 483 274 209 123 549 433
is_linear=0
shrinkage=0.00134594


Tree=1907
num_leaves=15
num_cat=0
split_feature=147 52 2 2 3 15 47 3 1 4 2 52 160 0
split_gain=6.73227e-05 0.000132743 0.000131651 0.00018852 0.000182307 0.000296672 0.000107733 0.000113738 0.000265789 0.000256515 0.000105294 9.69687e-05 0.00010064 9.52868e-05
threshold=0.087350000000000025 0.25317500000000004 0.088225000000000012 0.084055000000000005 -0.08824499999999999 -0.016799999999999995 0.096770000000000009 0.11924500000000002 0.10538500000000002 0.033845000000000007 0.10444500000000002 0.08976000000000002 0.083670000000000008 -0.10011499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 13 7 8 10 -9 11 12 -4 -6
right_child=-2 -3 6 -5 5 -7 -8 9 -10 -11 -12 -13 -14 -15
leaf_value=-0.0024281844618750967 0.001618808787418907 -0.0022484631690407411 -0.001286594430670302 -0.0032881596360629845 0.00023631161982380806 0.0025515644145712888 0.0023997277327036212 0.00098748721221002516 0.0033516666779144881 -0.0034400386161270694 -0.0016544924880109327 0.0018634123474807755 0.0013274489546679889 -0.0025668231213327886
leaf_weight=0.0011741132159812763 0.0010145988028113498 0.0011409286026758383 0.0015243293058800206 0.0010039059917137973 0.0010423179722314213 0.0016650466627411058 0.0011269384072385364 0.001231619413578855 0.0012822341696496799 0.0010053897775759713 0.0011878727689703383 0.0014959595258188241 0.0010536610223601112 0.0010100927732038184
leaf_count=182 146 318 328 570 47 312 115 58 197 52 281 155 126 234
internal_value=0 -0.000105988 4.86877e-05 -0.000720876 -0.000193988 0.000511655 0.000506595 0.000263636 0.000696414 -0.0010024 4.93651e-05 0.000546172 -0.000218198 -0.00114325
internal_weight=0 0.0169444 0.0158035 0.00589548 0.00489157 0.00371746 0.009908 0.00878107 0.00654406 0.00223701 0.00526182 0.00407395 0.00257799 0.00205241
internal_count=3121 2975 2657 1345 775 593 1312 1197 1087 110 890 609 454 281
is_linear=0
shrinkage=0.00650394


Tree=1908
num_leaves=14
num_cat=0
split_feature=484 15 11 3 457 160 133 2 0 15 47 13 0
split_gain=6.99924e-05 0.000109595 8.42832e-05 0.000125911 0.000149392 0.000157828 0.000184113 0.000120307 0.000168229 0.00017173 0.000115032 0.000170991 6.44929e-05
threshold=-0.0068949999999999992 -0.24436499999999997 0.079915000000000014 -0.10519499999999998 -0.0029299999999999994 -0.082869999999999985 -1.0000000180025095e-35 0.11411 -0.10607499999999999 0.088345000000000021 0.09550500000000002 -0.082014999999999991 0.041630000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 12 -5 -6 -7 8 -8 10 11 -10 -3
right_child=1 2 -4 4 5 6 7 -9 9 -11 -12 -13 -14
leaf_value=-0.001431952394040764 0.001886186408768184 0.00024990061700604381 -0.0017466361103488097 -0.0024478486500629751 -0.0021189202355148197 -0.0015502414058199581 0.0024938173054295958 -0.0010296032266902443 0.00070469767689813661 0.0025701371059528629 0.0015167179152179792 -0.0023912723388779707 0.0022500136314783886
leaf_weight=0.0012075353714534843 0.0011925953533146643 0.001105679066590203 0.0010179059077519695 0.0010009377777561472 0.0011519721929137703 0.0017034170516876416 0.0019911342063108099 0.0013121405200878788 0.0012835188692781356 0.0010402050231622106 0.0010076929760396425 0.0014020579674326739 0.0013387739469382307
leaf_count=503 232 108 155 144 341 652 115 169 111 198 60 279 54
internal_value=0 9.64775e-05 -4.2522e-05 7.84631e-05 -0.000181921 2.63072e-05 0.000280024 0.000667955 0.000999191 0.000370477 -0.000249054 -0.000911614 0.00134532
internal_weight=0 0.016548 0.0153554 0.0143375 0.0118931 0.0108921 0.00974017 0.00803675 0.00672461 0.00473347 0.00369327 0.00268558 0.00244445
internal_count=3121 2618 2386 2231 2069 1925 1584 932 763 648 450 390 162
is_linear=0
shrinkage=0.0061288


Tree=1909
num_leaves=20
num_cat=0
split_feature=1213 13 13 456 40 42 39 48 1 160 0 160 15 133 403 43 0 15 4
split_gain=0.000529973 0.000279667 0.000342861 0.000297141 0.000259024 0.000631979 0.000373198 0.000284048 0.000310264 0.000337048 0.000327015 0.00029009 0.000187575 0.000388073 0.000334485 0.000326314 0.0003218 0.000203904 0.000187563
threshold=-1.0000000180025095e-35 -0.53104499999999988 -0.43167499999999998 0.087015000000000023 0.05433000000000001 -0.11466499999999999 0.085060000000000011 0.12649500000000002 0.10439500000000002 -0.091944999999999985 -0.17169499999999996 0.099315000000000014 0.088235000000000022 0.084990000000000024 0.03138500000000001 -0.078844999999999985 -0.098289999999999975 -0.095869999999999983 0.25615500000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 5 -4 7 8 9 -7 -10 12 13 15 -14 -11 17 -17 -12
right_child=1 2 3 -5 -6 6 -8 -9 10 11 18 -13 14 -15 -16 16 -18 -19 -20
leaf_value=-0.0010733265583606957 -0.00075422408641485634 0.00098207889625112599 -0.0011586219091557198 -0.00081412071371720913 0.00082428611784580129 -0.00088736125830260037 0.00099087125273620278 -0.00067810935881687778 0.0011593390300703086 0.00078109663170856816 0.00055459861054176407 -0.00075248320950424932 -8.69374165435387e-06 -0.00090060295368559232 0.0011190391273380195 -0.00019730329720763656 -0.00072198407446836112 0.00061473892869557713 -0.00016076041936673481
leaf_weight=0.0011753077177097662 0.0011185563666149525 0.001018013644591277 0.0011007632075833154 0.0010349491788098899 0.0011119202377520001 0.0011143348557428314 0.0011309703616388866 0.0013265025118940335 0.0012109854768116435 0.0015610834331878237 0.0019091834592854786 0.0010766057401506842 0.0015629718036631601 0.0010774187833111626 0.0012052148505574678 0.001599548291530084 0.001373238361657112 0.0016007134160815834 0.0018842624200796909
leaf_count=491 35 61 125 173 53 281 229 54 45 126 163 137 297 297 28 63 310 52 101
internal_value=0 3.18926e-05 6.86861e-05 2.80471e-05 6.79452e-05 2.73838e-05 9.38795e-05 3.90493e-05 9.44369e-05 -4.41908e-05 0.000431589 4.07863e-05 0.00012636 -1.02608e-05 0.000482299 0.00014611 -7.06311e-05 0.000208866 0.000199269
internal_weight=0 0.0250172 0.0238987 0.0228807 0.0218457 0.0207338 0.019633 0.0185021 0.0171756 0.0121711 0.00500443 0.0110568 0.00998019 0.007212 0.00276819 0.00613458 0.0045735 0.00320026 0.00379345
internal_count=3121 2630 2595 2534 2361 2308 2183 1954 1900 1591 309 1310 1173 848 325 551 425 115 264
is_linear=0
shrinkage=0.00160853


Tree=1910
num_leaves=14
num_cat=0
split_feature=1 0 15 4 159 14 4 52 49 151 2 43 4
split_gain=7.3864e-05 0.000125661 0.000154479 0.000182829 8.97514e-05 9.90343e-05 0.000149274 0.000150078 0.000210614 0.000178478 0.000192369 0.000171463 7.86385e-05
threshold=0.077565000000000009 0.15398500000000004 0.091295000000000015 -0.029144999999999997 0.076905000000000015 -1.0000000180025095e-35 -0.084369999999999987 1.0000000180025095e-35 -0.081404999999999991 -0.044604999999999992 0.089885000000000007 -0.074359999999999996 -0.084134999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 12 5 -2 -7 8 -8 -10 11 -11 -1
right_child=4 -3 -4 -5 -6 6 7 -9 9 10 -12 -13 -14
leaf_value=-0.0020844697930722128 -0.0017287748105200098 0.0010338702857218165 0.00074257516225722468 -0.0040783386827961017 0.0017662487393813678 -0.0019418748420886129 0.0025484251963903731 0.0027311923898984784 -0.0024339946587774073 0.0012527871215359289 0.0022901753620738637 -0.0017786232730678548 0.00038382180392839972
leaf_weight=0.0010142821694736764 0.0011068242958833805 0.0014523438101106123 0.0012759227307321264 0.0010378363189567606 0.0014526527286269847 0.0010781287345528754 0.001306143422716957 0.0011377446241901679 0.0012369203203197272 0.0012635953172232478 0.0013743428200205694 0.0018983915511017963 0.0010874711713706386
leaf_count=275 96 44 290 728 299 205 101 168 142 94 102 278 299
internal_value=0 -0.000593145 -0.0011283 -0.00188862 0.000281578 7.42436e-05 0.000288936 0.000581629 0.000236169 -0.000286958 0.000298474 -0.000567209 -0.000807348
internal_weight=0 0.00586786 0.00441551 0.00313959 0.0118547 0.0104021 0.00929527 0.00821714 0.00707939 0.00577325 0.00453633 0.00316199 0.00210175
internal_count=3121 1636 1592 1302 1485 1186 1090 885 717 616 474 372 574
is_linear=0
shrinkage=0.00637641


Tree=1911
num_leaves=14
num_cat=0
split_feature=12 48 2 159 52 133 13 150 133 4 1 52 0
split_gain=7.0427e-05 8.67595e-05 0.00013209 0.000172669 0.000141785 0.000190436 0.00023629 0.00013829 0.000122158 0.000147714 0.000109658 0.000107212 7.44505e-05
threshold=0.11650500000000001 0.12879500000000002 0.113445 0.091005000000000016 0.11125500000000001 -0.0061299999999999992 -0.084034999999999985 0.087380000000000013 0.09112000000000002 -1.0000000180025095e-35 0.10937500000000001 -0.0064899999999999992 -0.13843999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 -1 -7 8 9 11 -11 -8 -4
right_child=-2 -3 12 -5 -6 6 7 -9 -10 10 -12 -13 -14
leaf_value=-0.0013067698136148113 -0.0016158058735869761 -0.0016610293595728869 0.0027014649171584878 -0.0024584174414824305 -0.0015390057749499789 0.0030386024235733488 0.0009878277967741364 -0.0014943983700510099 -0.0011975004369115972 -0.0011583968179956726 0.0016514323285777247 0.0038620640715473489 0.00040760276964299839
leaf_weight=0.001990713572083541 0.0010414779693183806 0.0010711120992985537 0.0012224757515481299 0.001092952298862704 0.0016642432691562773 0.0016635522219785575 0.0010163340752200063 0.0013215168194974994 0.0010053630219154334 0.0012237958321595858 0.0010485942756278815 0.0010973974080468081 0.0010866637454195549
leaf_count=629 147 79 98 246 367 339 267 128 307 72 34 128 280
internal_value=0 9.38482e-05 0.000215639 -3.17968e-05 0.000188639 0.000465976 0.000887274 0.000354153 0.000807255 0.00126677 0.000138199 0.00248006 0.00162199
internal_weight=0 0.0165047 0.0154336 0.0131245 0.0120315 0.0103673 0.00837655 0.006713 0.00539148 0.00438612 0.00227239 0.00211373 0.00230914
internal_count=3121 2974 2895 2517 2271 1904 1275 936 808 501 106 395 378
is_linear=0
shrinkage=0.00637641


Tree=1912
num_leaves=15
num_cat=0
split_feature=4 0 1 3 13 15 15 3 2 133 52 47 43 15
split_gain=7.6029e-05 0.000143183 0.000114241 0.000120133 9.38279e-05 0.000152083 0.000194749 0.000204448 0.000204361 8.5085e-05 7.58475e-05 7.20808e-05 5.93824e-05 4.2871e-05
threshold=-0.51843499999999987 -1.0000000180025095e-35 1.0000000180025095e-35 -0.084074999999999997 -0.094514999999999988 0.035560000000000008 -0.016799999999999995 0.097915000000000016 0.089885000000000007 0.083950000000000011 -1.0000000180025095e-35 0.09550500000000002 0.055925000000000009 -0.10469999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 13 6 7 8 11 -5 -9 -6 -3 -4
right_child=1 12 4 9 5 -7 -8 10 -10 -11 -12 -13 -14 -15
leaf_value=-0.001572350924047481 -0.0027906304418547126 0.00059681491252493212 0.00045180483006029636 -0.0014800421883103896 -0.0014316186267515013 -0.0020424074124283072 0.0023854791325182852 -0.0028594851830446247 0.0023787808911281596 0.00095023905469364292 -0.00053802976290427088 0.00063232498558013321 0.0026158895578605856 0.0022194991110150624
leaf_weight=0.0010909875590296983 0.0010928275349553615 0.0011526823018869559 0.0010129324999033074 0.001112695393220349 0.0013636352070894179 0.0012932317432064605 0.0013044884281447336 0.0011188269655093563 0.0015028177562791158 0.0010533986375149094 0.0010022035235088822 0.001190458105778891 0.0010415373945470568 0.0010490942866954187
leaf_count=65 653 226 106 464 171 334 108 32 180 414 67 124 44 133
internal_value=0 9.8861e-05 -0.000127829 -0.00113397 0.000174721 -0.000101706 0.000233717 -0.000220633 0.000585526 -0.000298166 -0.00176258 -0.000469618 0.00155522 0.00135115
internal_weight=0 0.0162908 0.0140966 0.00325892 0.0108377 0.00877566 0.00748243 0.00617794 0.00405691 0.00216609 0.00212103 0.00255409 0.00219422 0.00206203
internal_count=3121 3056 2786 1531 1255 1016 682 574 475 878 99 295 270 239
is_linear=0
shrinkage=0.0061288


Tree=1913
num_leaves=13
num_cat=0
split_feature=11 48 0 2 151 2 2 52 2 1 16 3
split_gain=6.27058e-05 8.22841e-05 0.000207631 0.000121139 9.75913e-05 0.000123758 0.000116984 9.44431e-05 0.000109225 9.2819e-05 7.70863e-05 7.30167e-05
threshold=0.081790000000000015 0.016865000000000002 -0.20211999999999997 0.10252500000000002 -0.00099499999999999979 0.10882500000000002 0.10136500000000002 -0.10286999999999999 0.092235000000000025 1.0000000180025095e-35 -0.094359999999999986 -0.077644999999999978
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 10 -4 -1 6 7 -6 9 -9 -3 -11
right_child=-2 2 3 -5 5 -7 -8 8 -10 11 -12 -13
leaf_value=-0.0020756057788223043 -0.0015361555502006509 -0.0020860363475630884 0.00072443641247600644 0.0037468112475199369 -0.0019501047579446105 0.0017112758361452944 -0.0025268207074199585 -0.0014668511722522287 0.002323676787311216 0.0016739350082442873 0.00060583679329598273 -0.0004182419595616475
leaf_weight=0.0012441742197552156 0.0012328867125122036 0.001066813412430534 0.0013376849156638273 0.0012921751068245627 0.0010733759669425084 0.0017575448786980282 0.0010623618384500086 0.0016952130861450365 0.0010994335279290585 0.0015495174117892696 0.0010424935133741542 0.0017724864731822314
leaf_count=314 175 41 315 183 190 339 101 669 204 302 41 247
internal_value=0 0.000111608 0.000889771 0.00220947 -0.000216081 1.50467e-05 -0.000346206 -2.40096e-05 0.00031399 -0.000126397 -0.000755618 0.000557634
internal_weight=0 0.0159933 0.00473917 0.00262986 0.0112541 0.0100099 0.00825239 0.00719003 0.00611665 0.00501722 0.00210931 0.003322
internal_count=3121 2946 580 498 2366 2052 1713 1612 1422 1218 82 549
is_linear=0
shrinkage=0.00704007


Tree=1914
num_leaves=21
num_cat=0
split_feature=1213 456 158 1374 457 11 15 43 4 3 403 3 1 42 4 1 16 3 15 4
split_gain=0.000514096 0.000315656 0.000236094 0.000260472 0.000433337 0.000293888 0.000218282 0.000250201 0.00056853 0.000544474 0.000290846 0.000540936 0.000225323 0.000217718 0.000254973 0.0002798 0.000189363 0.000175557 0.000145823 0.0001288
threshold=-1.0000000180025095e-35 0.087485000000000021 0.094245000000000009 -0.094929999999999987 0.088350000000000026 0.087830000000000005 0.091915000000000011 -0.45785999999999999 -0.49405499999999997 -0.10519499999999998 0.03138500000000001 -0.077774999999999983 0.10658000000000002 0.086375000000000021 -1.0000000180025095e-35 0.111945 -0.020119999999999996 0.10542000000000001 -0.10324499999999999 -0.07168999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 6 7 -5 -9 19 11 -11 -8 14 17 18 -17 -13 -16 -10
right_child=1 -3 -4 4 -6 -7 12 8 9 10 -12 13 -14 -15 15 16 -18 -19 -20 -21
leaf_value=-0.0011187296331520971 -0.00067896525034241782 -0.00086848154166145239 -0.00072681909246499364 0.00098415590317360948 0.0010272163248796738 -0.00069798689228830265 -0.00084618426888068751 -0.00084718666493460064 0.00063200878823742031 -0.00094846066581384496 0.00074387389128150437 0.00012432763705747438 0.00021892964355065106 0.00069766278024325492 -0.0010015970493376638 -0.00023947938981596064 0.00062556312382579151 0.00096937400942654489 -0.0002187988176912481 0.0014504096131192218
leaf_weight=0.0011406641403890186 0.0011467857248383942 0.0010537275908539525 0.0010087988311845006 0.0010444891740952712 0.0014396546458021178 0.0012825111400087677 0.0012291232897896345 0.0014899244715156279 0.0011543893714076603 0.0014358359658695136 0.0017562748812132148 0.0018605583167690129 0.0010160910540406576 0.0016881279638782049 0.0011679984197101598 0.0014065435569805135 0.001428528896279424 0.0010929872601401769 0.0015521375734298942 0.0010095732944620994
leaf_count=491 37 165 210 50 93 108 279 99 49 707 112 122 31 199 58 78 37 55 81 60
internal_value=0 2.89047e-05 6.64132e-05 9.94777e-05 0.000138199 7.89866e-05 0.000127996 0.000189087 0.000140361 0.000234965 0.000109083 1.32445e-05 -0.000364158 0.000148663 3.97425e-05 -0.000171492 0.000196396 0.000437045 -0.000554924 0.00101382
internal_weight=0 0.0262641 0.0252103 0.0242015 0.0230547 0.0216151 0.0203326 0.0180874 0.0170429 0.015553 0.013389 0.0116327 0.00224521 0.0101969 0.00850875 0.00555521 0.00283507 0.00295355 0.00272014 0.00216396
internal_count=3121 2630 2465 2255 2218 2125 2017 1707 1657 1558 1449 1337 310 630 431 254 115 177 139 109
is_linear=0
shrinkage=0.00167351


Tree=1915
num_leaves=23
num_cat=0
split_feature=1213 1456 1374 457 11 376 376 1 403 3 3 15 3 484 13 150 4 1 47 2 4 4
split_gain=0.000473286 0.000363847 0.000283166 0.000430877 0.00037739 0.000279495 0.000466733 0.000341857 0.000267264 0.000336256 0.000355353 0.000344951 0.000341299 0.000335057 0.000319815 0.000172932 0.000162854 0.000141366 0.000326883 0.000295768 0.000388526 0.000127061
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.094929999999999987 0.088350000000000026 0.088215000000000002 0.11357500000000002 1.0000000180025095e-35 0.13842500000000005 0.03138500000000001 -0.10519499999999998 -0.077774999999999983 0.024640000000000006 -0.073884999999999992 0.08660000000000001 0.0015850000000000003 0.081835000000000019 -0.019614999999999997 0.10538500000000002 0.090100000000000013 0.10222000000000002 0.053180000000000012 -0.065794999999999979
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 5 6 7 8 9 11 21 16 -12 15 -10 17 -4 19 -19 20 -14 -11
right_child=1 2 3 -5 -6 -7 -8 -9 14 10 12 -13 13 -15 -16 -17 -18 18 -20 -21 -22 -23
leaf_value=-0.00089418730360367633 -0.00080511665128967815 -0.00060573300098467372 0.000292789189645587 0.00080968316180179609 -0.00071328807731742337 -0.00064655792687764676 0.0010197083662041135 0.00081783209101547326 0.00086087148523043768 -0.00034205552246741326 0.00074323675897201261 -0.00027461582980879419 -0.00076913079685620985 0.00049375515872242335 -0.00014072320186327744 0.00026810981429685476 0.0010551199651283537 0.00035275381222588727 -0.00058798173312587263 -0.0011653699477244277 0.00035860067728579623 -0.0010569831304165034
leaf_weight=0.0011866855755160435 0.0010293814494756809 0.001237687050298141 0.0011539479881257364 0.0016059992680211568 0.001267051442033206 0.0010057801419138248 0.001123532248365893 0.0011811486607575241 0.001556868554105916 0.0010024142089732199 0.0010000897689661512 0.0012020050521623915 0.0014001976619568875 0.0014524674003535409 0.0011170153180177778 0.0011077891048056898 0.0011330362620236472 0.0015195916030373569 0.0014948047459739655 0.0010629574257727259 0.0011232095803946351 0.0010264931634888508
leaf_count=491 258 55 65 111 108 28 125 106 96 342 113 60 161 53 60 86 57 85 54 111 36 460
internal_value=0 2.75949e-05 6.08522e-05 9.44767e-05 4.43851e-05 8.87001e-05 0.000124498 7.3009e-05 2.50739e-05 -4.61059e-05 -0.000158011 0.000344874 -4.9039e-05 -0.00013553 0.000442455 -0.000254102 0.000670469 -0.000341743 -0.000113746 -0.000533379 -0.000267159 -0.000703762
internal_weight=0 0.0268035 0.0257741 0.0245364 0.0229304 0.0216633 0.0206576 0.019534 0.0183529 0.015679 0.01219 0.00348899 0.0101611 0.00916102 0.00267388 0.00770855 0.00228698 0.00660076 0.0030144 0.00358636 0.00252341 0.00202891
internal_count=3121 2630 2372 2317 2206 2098 2070 1945 1839 1683 1501 182 699 586 156 533 122 447 139 308 197 802
is_linear=0
shrinkage=0.00142833


Tree=1916
num_leaves=22
num_cat=0
split_feature=1213 13 13 160 456 1374 457 484 50 52 1 474 12 3 133 42 0 0 15 15 1
split_gain=0.000469039 0.000293456 0.000386658 0.000339779 0.000315397 0.000259956 0.000402597 0.000365603 0.000368072 0.000303388 0.000323641 0.000354051 0.000256988 0.000358053 0.000269456 0.000543849 0.000244627 0.000413062 0.000244866 0.000384158 0.000156121
threshold=-1.0000000180025095e-35 -0.53104499999999988 -0.43167499999999998 -0.26568499999999995 0.087015000000000023 -0.094929999999999987 0.092360000000000012 -0.0068949999999999992 0.099210000000000007 -0.40306999999999998 0.12811000000000003 0.085860000000000006 0.092355000000000007 -0.086554999999999979 0.093615000000000018 0.088060000000000013 -0.019414999999999998 -0.10011499999999998 -0.10324499999999999 -0.094549999999999981 0.10638500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 -4 5 -5 7 -7 9 -9 11 12 14 20 15 16 17 18 -11 -20 -14
right_child=1 2 3 4 -6 6 -8 8 -10 10 -12 -13 13 -15 -16 -17 -18 -19 19 -21 -22
leaf_value=-0.00091770241756713815 -0.00069477459735031548 0.00093767796978621481 -0.00082018280958179952 -0.00061146584921603197 -0.00072741357084116979 -0.00069070777586308053 0.001015498999783451 -0.00061976706935552839 0.00093861398199830606 -0.00033737079488748253 0.00079550647220230219 0.0009203153359788733 0.0003854209283538205 -0.0010841852526251193 -0.00054464380568192128 0.00092294670505535178 0.00062167776237853102 -0.00078530459400985228 0.0010369289872942213 -6.4746701316009979e-05 -0.00042492503925346944
leaf_weight=0.0012157596152916885 0.0011890367470330778 0.0010632866850381296 0.0010134075148719437 0.0010845368600875807 0.001073120519363562 0.0012524329106517592 0.0010863232892255317 0.0012547492425791984 0.0011892424069425691 0.0016459285606185703 0.0015026864039694192 0.001008137473535343 0.001065025466049585 0.0010285119186445044 0.0011904932833379797 0.0018646948644133188 0.0012496504769919266 0.0014711805910040121 0.0011723641075107594 0.0017309910674081427 0.0010354638652643189
leaf_count=491 35 61 230 40 163 391 59 253 85 70 134 90 80 204 101 105 65 335 26 81 22
internal_value=0 2.65066e-05 6.08362e-05 2.18573e-05 5.91116e-05 9.77714e-05 0.000134845 8.61876e-05 0.000139042 8.38222e-05 0.000139119 7.09191e-05 7.27347e-06 -0.000365806 0.000120332 0.000206995 2.33627e-05 -0.000100828 0.000120523 0.000380106 -1.40498e-05
internal_weight=0 0.0261713 0.0249822 0.0239189 0.0229055 0.0218324 0.0207479 0.0196616 0.0184091 0.0172199 0.0159651 0.0144624 0.0134543 0.003129 0.0103253 0.00913481 0.00727011 0.00602046 0.00454928 0.00290336 0.00210049
internal_count=3121 2630 2595 2534 2304 2141 2101 2042 1651 1566 1313 1179 1089 306 783 682 577 512 177 107 102
is_linear=0
shrinkage=0.00148603


Tree=1917
num_leaves=15
num_cat=0
split_feature=484 4 12 12 42 151 42 15 13 16 3 1 0 3
split_gain=6.74194e-05 0.000103113 8.25373e-05 8.66351e-05 0.000145171 9.96614e-05 0.000153845 0.000101081 0.000178331 0.000163648 0.000117225 0.000186591 0.000108011 3.86275e-05
threshold=-0.0068949999999999992 0.27044500000000005 0.10711000000000002 0.10016000000000001 0.092145000000000019 -0.086769999999999986 0.08623500000000002 0.024640000000000006 -0.0093149999999999986 -0.094359999999999986 0.10893000000000001 0.094715000000000008 -0.060129999999999996 0.10732000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 -2 7 9 -9 -7 11 12 -11 -3
right_child=1 13 -4 -5 -6 6 -8 8 -10 10 -12 -13 -14 -15
leaf_value=-0.0014342117654907842 0.0020212469365472386 0.0021575380523073734 -0.0016669563470140276 0.001798073082041402 -0.0020012690727711029 -0.0019417654421885892 0.0017186681261301049 0.00027783386150426556 -0.0034231319191157213 -0.0010113832347824056 -0.0011636859514812243 0.0032567593628079127 0.0016853424031252678 0.00048023464447319829
leaf_weight=0.0012060499532763952 0.0010054681366117877 0.0011450760118974909 0.0011969103028629949 0.0010194058693016326 0.0013880082967270843 0.0013097990035221023 0.0016044114416085423 0.0010001045687577093 0.0010357231518387522 0.0013528658663452845 0.0011556079011882936 0.0011045386435650784 0.0010165593932605025 0.001009701166319224
leaf_count=503 166 225 196 131 332 105 351 239 273 211 75 118 75 121
internal_value=0 9.73888e-05 -9.61068e-05 4.86049e-05 -0.000100347 0.000148918 -4.76e-05 -0.000402929 -0.00160502 9.11111e-06 0.000561053 0.00113478 0.000145599 0.00137158
internal_weight=0 0.0163442 0.0141894 0.0129925 0.0119731 0.0105851 0.00957961 0.0079752 0.00203583 0.00593937 0.00462957 0.00347396 0.00236943 0.00215478
internal_count=3121 2618 2272 2076 1945 1613 1447 1096 512 584 479 404 286 346
is_linear=0
shrinkage=0.00625138


Tree=1918
num_leaves=14
num_cat=0
split_feature=41 2 4 43 42 40 3 3 2 3 52 3 12
split_gain=7.25137e-05 0.00010096 7.42308e-05 0.000122504 0.000179969 0.00015866 0.000149139 0.000189592 0.000183269 0.000245557 0.00012508 8.56096e-05 1.93402e-05
threshold=0.078475000000000017 -0.0091949999999999983 -0.51843499999999987 -0.27207999999999993 -0.092814999999999981 -0.013874999999999998 -0.11255999999999998 -0.078934999999999991 0.11215000000000001 0.10299500000000002 -0.0064899999999999992 0.13524500000000003 0.088305000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 -5 -6 -7 -8 9 10 -9 -10 -12
right_child=-2 2 3 4 5 6 7 8 11 -11 12 -13 -14
leaf_value=0.0018120570704464266 -0.0014869663530474335 -0.0015518869488539101 -0.0017643623909568513 0.0025347813505100787 0.0020237249588565421 0.0014862721772854908 -0.002096844216203415 -0.001327613759538499 -0.0024876298449401889 0.0027274743044097194 0.0012837277555748543 -0.00026084538972085276 0.00019744480068795327
leaf_weight=0.0010587765329038391 0.0010377806658856672 0.0010016500734937308 0.0011142478288911342 0.0010407117898969887 0.0012023153805333859 0.0015291825096315102 0.0018839507244361288 0.001735757133479017 0.0011839712139442571 0.0012984951790429022 0.0011098775709237349 0.0011211786298665483 0.0010772861041465631
leaf_count=158 148 52 123 207 188 161 1147 184 159 72 73 111 338
internal_value=0 8.7342e-05 -3.20209e-05 7.44613e-05 0.000229885 3.23284e-05 -0.000186534 -0.00045836 -4.82363e-05 0.000550556 -0.000170008 -0.00140457 0.00074868
internal_weight=0 0.0163574 0.0152986 0.014297 0.0131827 0.012142 0.0109397 0.00941052 0.00752657 0.00522142 0.00392292 0.00230515 0.00218716
internal_count=3121 2973 2815 2763 2640 2433 2245 2084 937 667 595 270 411
is_linear=0
shrinkage=0.00577531


Tree=1919
num_leaves=14
num_cat=0
split_feature=1 12 47 3 52 16 43 2 3 0 16 16 2
split_gain=6.93727e-05 0.000132234 0.000120151 0.000103231 9.78615e-05 0.000163352 0.000148548 0.000127562 0.000143669 0.000117277 9.65311e-05 0.000142686 0.000214718
threshold=0.12500000000000003 0.10866500000000003 0.10621500000000002 0.11296500000000002 -0.11592499999999999 0.19444000000000003 -0.09225499999999999 0.088225000000000012 -0.078934999999999991 -0.10224499999999999 -0.014754999999999999 -0.091114999999999988 0.092480000000000021
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -2 -1 6 -6 8 -8 -10 11 12 -9
right_child=3 -3 -4 -5 5 -7 7 10 9 -11 -12 -13 -14
leaf_value=-0.0016260963798248984 0.0023153335731733627 -0.002323849714837822 -0.002187167037121272 -0.00041758644789432147 -0.0017559610029687439 0.0028647871105881078 -0.0026718282967844145 0.0034955141744057428 -0.0012723625112330461 0.001851520405391095 0.0025913279557970856 -0.0012672783488226257 -0.00011875484500456089
leaf_weight=0.0011921378173026806 0.0012926242317452949 0.001164108635987122 0.0010176358660782822 0.0011489870097209226 0.0015770220305830222 0.0010500204010229228 0.0010142157900728289 0.0012250922125698338 0.0010097028834392674 0.0011107198056993176 0.0013588779577448917 0.0013054084575782055 0.0017665022053348217
leaf_count=416 149 201 137 130 261 67 753 69 68 204 187 280 199
internal_value=0 -0.000177742 5.58847e-06 0.00102926 0.00018255 0.000371395 0.000118865 0.00045521 -0.000618253 0.00036399 0.00105015 0.000562771 0.00136133
internal_weight=0 0.0147914 0.0136273 0.00244161 0.0126097 0.0114176 0.0103675 0.00879052 0.00313464 0.00212042 0.00565588 0.004297 0.00299159
internal_count=3121 2842 2641 279 2504 2088 2021 1760 1025 272 735 548 268
is_linear=0
shrinkage=0.00663402


Tree=1920
num_leaves=19
num_cat=0
split_feature=1213 456 1374 457 484 11 4 151 403 160 15 0 160 42 43 16 1 15
split_gain=0.000454588 0.000284426 0.000270904 0.000460644 0.000298286 0.00025402 0.000326561 0.000338654 0.00024609 0.000448399 0.000358691 0.000314325 0.000290496 0.000300778 0.000366033 0.000227472 0.000222278 0.000193207
threshold=-1.0000000180025095e-35 0.087485000000000021 -0.094929999999999987 0.088350000000000026 -0.0068949999999999992 0.089270000000000002 0.27044500000000005 -0.086944999999999981 0.03138500000000001 -0.082299999999999984 0.088235000000000022 0.15398500000000004 0.086075000000000013 -1.0000000180025095e-35 -0.074359999999999996 -0.056919999999999991 0.080270000000000022 0.035560000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 -4 6 7 -6 9 -9 -10 12 13 -11 -15 17 -17 -16
right_child=1 -3 3 -5 5 -7 -8 8 10 11 -12 -13 -14 14 15 16 -18 -19
leaf_value=-0.0009558854383019329 -0.00070143259106379729 -0.0007579213091248589 -0.00065315729826032239 0.00094566058403158901 0.000839178154989758 -0.00065584490990176932 0.00070679786247454415 -0.00078746946675120827 -0.00013830052037078225 -0.00056684682927381506 0.00099962487877468579 0.00069232015012199227 -0.00081340009124933018 0.00071356155889835558 0.00056894269258882441 0.00010042961344487721 -0.00083484108637177498 -0.00022336954083434135
leaf_weight=0.0011294417621213739 0.0010232529517972813 0.0010154278466946434 0.0013336230267694321 0.0013764426842748636 0.0011861732235806102 0.0010031683991567055 0.0019951299264820586 0.0017988285731452289 0.0012732520543136663 0.0016265404345415652 0.0012724546760818356 0.0014267284841769099 0.0010729561341263358 0.001960417009412711 0.0016558157328794235 0.0010816037170507456 0.0012685367788671797 0.0012341399534339104
leaf_count=491 40 165 404 94 118 95 262 307 107 337 31 23 107 166 49 55 124 146
internal_value=0 2.75605e-05 6.13728e-05 9.59624e-05 4.07668e-05 8.73746e-05 0.000126922 5.82921e-05 -8.13849e-07 -8.44642e-05 0.000430484 2.71819e-05 -6.86737e-05 2.18501e-05 0.000154832 -5.41987e-05 -0.000404402 0.00023059
internal_weight=0 0.0246045 0.0235891 0.0225658 0.0211894 0.0198557 0.0188526 0.0168574 0.0156713 0.0131256 0.00254571 0.0113267 0.00990001 0.00882705 0.00720051 0.0052401 0.00235014 0.00288996
internal_count=3121 2630 2465 2425 2331 1927 1832 1570 1452 1314 138 1007 984 877 540 374 179 195
is_linear=0
shrinkage=0.00151575


Tree=1921
num_leaves=21
num_cat=0
split_feature=1213 456 13 13 1374 457 39 15 11 160 133 484 13 16 52 0 0 4 0 15
split_gain=0.000455993 0.000324677 0.000293746 0.000497015 0.000231791 0.000538065 0.000256876 0.000281869 0.000293976 0.000296675 0.000259501 0.000310093 0.000332044 0.00028906 0.000372715 0.000276958 0.000305728 0.000185079 8.08346e-05 8.00881e-05
threshold=-1.0000000180025095e-35 0.087485000000000021 -0.53104499999999988 -0.39067499999999994 -0.094929999999999987 0.092360000000000012 0.13507500000000003 0.091915000000000011 0.088215000000000002 -0.10151499999999998 0.099660000000000012 -0.0068949999999999992 -0.084034999999999985 -0.16075999999999999 0.08976000000000002 -0.11013499999999998 -0.075684999999999988 -0.014149999999999998 -0.08824499999999999 -0.040439999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 -5 6 7 8 9 -6 11 -11 18 19 15 -15 -17 -9 -13 -14
right_child=1 -3 3 4 5 -7 -8 17 -10 10 -12 12 13 14 -16 16 -18 -19 -20 -21
leaf_value=-0.00092333106686461779 -0.00068780598252990996 -0.00076678430269752878 0.00092904899191843891 -0.00060598639969300057 -0.0005050751293181956 0.0010595575676515061 0.00075466914233826012 -0.00097714605316110282 -0.00068984598435374827 -0.00053456546714783862 -0.00041774319416051876 0.00051355452881535473 -2.4124828137660926e-05 0.00057075008837731032 0.00093154580619314879 -0.00060118802663681906 0.00030748998238639932 -9.1857548926472485e-05 0.0010641085030062356 -0.00060528408619135016
leaf_weight=0.0011592968571160203 0.0010955355617232555 0.0010834148844828797 0.0014933541211831726 0.0011511107269006607 0.001608317350960565 0.0011667359277858216 0.0010005264571377728 0.0010396816930516306 0.0011175110429437743 0.0010479131013874108 0.0014870949035521172 0.0011090975866576286 0.001091529906204005 0.0019702646793781043 0.0016983790483978689 0.0015917893545889196 0.0016812761468889817 0.0010462818656975506 0.0012556407376413054 0.0010064756193497683
leaf_count=491 34 165 96 38 236 58 32 307 97 255 251 103 85 76 68 305 244 45 104 31
internal_value=0 2.94091e-05 6.43913e-05 9.93639e-05 4.32228e-05 7.89477e-05 2.10231e-05 -1.81226e-05 4.63363e-05 9.92501e-05 0.000168976 0.000239044 0.000310128 0.000180439 0.000326527 0.000130554 -0.000134427 -0.000533101 0.00080589 -0.000302924
internal_weight=0 0.0257419 0.0246585 0.023563 0.0220696 0.0209185 0.0197518 0.0187513 0.0166653 0.0155478 0.0139395 0.0124524 0.0114045 0.00903971 0.00694171 0.00524333 0.00327307 0.00208596 0.00236474 0.00209801
internal_count=3121 2630 2465 2431 2335 2297 2239 2207 1855 1758 1522 1271 1016 809 693 625 549 352 207 116
is_linear=0
shrinkage=0.00148603


Tree=1922
num_leaves=20
num_cat=0
split_feature=1213 147 1374 159 51 15 403 42 12 12 2 3 0 47 1 52 151 3 4
split_gain=0.000477631 0.000299929 0.000343349 0.000296786 0.000405568 0.00035389 0.00027402 0.000462319 0.00025132 0.00026278 0.000465719 0.000364498 0.00021588 0.000241031 0.000572836 0.000215076 0.000603968 0.000163811 0.000146823
threshold=-1.0000000180025095e-35 0.089025000000000007 -0.094929999999999987 -0.032739999999999991 0.078435000000000019 0.088235000000000022 0.03138500000000001 0.091295000000000015 0.10345000000000001 0.084100000000000022 0.088930000000000023 0.10732000000000001 -0.026509999999999995 0.092710000000000015 0.090540000000000023 0.0031350000000000002 -0.0038099999999999996 -0.10831999999999999 0.24564500000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 5 8 7 -7 9 11 -11 12 13 14 -5 16 -6 -12 -13
right_child=1 -3 3 4 15 6 -8 -9 -10 10 17 18 -14 -15 -16 -17 -18 -19 -20
leaf_value=-0.0010449985204499185 -0.00091609817011861392 0.00080225920659553163 -0.00058475270998937514 -0.00050177577107443779 0.0010652652975767939 -0.00053765862055971233 0.0010281518292162577 0.00086965441215640588 0.00042245905006442556 -0.0013712351668071856 0.00032231609387168891 -0.0010007033557307391 0.0006576281202741853 -0.00061247197879390233 0.00098094157813106791 0.001195790886200859 -0.00063369589886688076 -0.000558118730037177 -0.00021235846714195899
leaf_weight=0.0011604497305413844 0.0010752256669084295 0.0012896161623180682 0.0019227588280704552 0.0014111805192292826 0.0012812498044585396 0.0013650920229998078 0.0013384474568818305 0.0011643308387968565 0.0018912086192004471 0.0013119435629646787 0.0010725335221550836 0.0011876656230001004 0.0016946605785973512 0.0013315414911891504 0.001394546222511818 0.001120660080083824 0.0010051121026867218 0.0012113438297144674 0.0013689580372472365
leaf_count=491 51 122 407 167 64 193 35 125 133 387 90 28 109 48 149 82 141 216 83
internal_value=0 3.13384e-05 -9.83163e-06 3.24009e-05 8.85054e-05 -1.10508e-05 0.000427817 0.000110148 -0.000133387 -0.000221103 -0.000592177 -6.20386e-05 0.000164405 -3.76238e-05 0.000235188 0.000606985 0.000318382 -0.000144657 -0.00057858
internal_weight=0 0.0254381 0.0241485 0.0230732 0.0211505 0.0177435 0.00386787 0.00252942 0.0138756 0.0119844 0.00359582 0.00838855 0.00583193 0.00413727 0.00280573 0.00340702 0.00228636 0.00228388 0.00255662
internal_count=3121 2630 2508 2457 2050 1763 353 318 1410 1277 693 584 473 364 316 287 205 306 111
is_linear=0
shrinkage=0.0016407


Tree=1923
num_leaves=14
num_cat=0
split_feature=147 52 11 51 15 1 0 2 43 4 52 2 0
split_gain=7.23033e-05 0.0001217 0.000110968 0.000110409 0.000225675 0.000134936 0.000179516 0.000202016 0.000137481 0.000110231 0.000200233 0.00017064 0.000140387
threshold=0.087350000000000025 0.19022000000000003 0.081790000000000015 -0.076794999999999988 -0.016799999999999995 0.094385000000000011 -0.20211999999999997 0.113445 -0.15582499999999996 -1.0000000180025095e-35 0.091275000000000009 0.088225000000000012 -0.10224499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 8 -7 -8 -5 10 11 -10 -11
right_child=-2 -3 -4 5 -6 6 7 -9 9 12 -12 -13 -14
leaf_value=-0.0028666407869845484 0.0016121969132671457 -0.0019897759841885389 -0.0018627030619394152 0.0020324164404848747 0.0010649887009661699 -0.00088768377332300026 0.00098515557132683278 0.004414121729170036 -0.00073016259905700747 -0.0028820108347540111 -0.0018819318652369087 0.0023102775719370749 0.0001102885015486945
leaf_weight=0.0012410723183690214 0.0010138726261871419 0.0012416096436567705 0.0011044071994240632 0.0010752312119202134 0.0010560161643156244 0.0010299222981817735 0.0020010278567346041 0.0010105328560868904 0.001196335282920083 0.0012633925985686689 0.0012393058244414279 0.0018169944296368284 0.0011897401427085324
leaf_count=292 146 346 164 111 152 42 285 189 631 105 221 243 194
internal_value=0 -0.000107843 4.564e-05 0.000194907 -0.00105919 0.000438577 0.00136526 0.00213575 -4.27485e-05 -0.000375489 0.000233256 0.00110318 -0.00143078
internal_weight=0 0.0164656 0.015224 0.0141196 0.00229709 0.0118225 0.00404148 0.00301156 0.007781 0.00670577 0.00425264 0.00301333 0.00245313
internal_count=3121 2975 2629 2465 444 2021 516 474 1505 1394 1095 874 299
is_linear=0
shrinkage=0.00625138


Tree=1924
num_leaves=13
num_cat=0
split_feature=403 52 39 159 51 160 49 47 42 52 13 4
split_gain=7.00103e-05 7.66227e-05 0.000109114 0.000129094 0.000112758 0.000150685 0.000117155 0.000121795 0.000188821 0.000154324 9.00779e-05 0.000177815
threshold=-1.0000000180025095e-35 -0.26636999999999994 0.085220000000000004 -0.032739999999999991 -0.076794999999999988 -0.027994999999999996 0.092185000000000017 0.092710000000000015 0.090835000000000013 0.090645000000000017 -0.0034749999999999994 0.0061450000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 -5 -6 7 8 9 10 -7 -12
right_child=1 2 -4 4 5 6 -8 -9 -10 -11 11 -13
leaf_value=-0.0015360666850002141 -0.0012037818088561068 -0.0019128879628215109 0.0017755076531566524 -0.0014939672534805438 0.0025467032340014037 0.0014792380174765991 0.0020452657640031759 -0.0016591143913629576 0.0020963508509066228 -0.001952196933264547 -0.0017204328183042618 0.0013231955409851977
leaf_weight=0.0010172218584097751 0.0015029568924045918 0.0011101125203664 0.0014669392702345114 0.0012349314636702019 0.0010850217967875572 0.0015622997828077826 0.0010905776139795145 0.0014125297569611561 0.0015959966682835836 0.0014281880231235 0.0015090659445546406 0.0012815047100130372
leaf_count=756 330 352 281 265 232 298 108 55 141 113 121 69
internal_value=0 8.87693e-05 0.000220232 4.8823e-05 0.000227323 0.00042118 0.000187759 -4.27137e-05 0.000266788 -0.000238305 0.000324027 -0.000322717
internal_weight=0 0.0162801 0.0147772 0.0133102 0.0122001 0.0109652 0.00988016 0.00878958 0.00737706 0.00578106 0.00435287 0.00279057
internal_count=3121 2365 2035 1754 1402 1137 905 797 742 601 488 190
is_linear=0
shrinkage=0.00600863


Tree=1925
num_leaves=14
num_cat=0
split_feature=457 1 15 484 15 2 3 4 42 43 4 0 457
split_gain=6.76192e-05 0.000118346 0.000195305 0.000125125 0.000162092 0.000141411 0.000115615 0.000105631 9.69483e-05 0.00017077 0.000113119 0.000118554 7.75468e-05
threshold=0.080930000000000016 0.12500000000000003 0.091915000000000011 0.084040000000000017 0.088235000000000022 0.10912000000000001 0.11296500000000002 0.2623950000000001 0.088915000000000008 -0.078844999999999985 0.053180000000000012 -0.046359999999999991 0.12052
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 8 -3 -7 9 -1 11 -11 -2
right_child=12 6 -4 -5 -6 7 -8 -9 -10 10 -12 -13 -14
leaf_value=0.00091357655040262076 0.0017620780152796023 0.0021925489439932806 -0.0025071429488871923 0.0014083653394009565 0.001391973481829291 0.0016657585537286558 -0.00029225572684995202 -0.00072296872819067241 -0.002529309694353098 -0.0034090241152856669 -5.9648908133314474e-05 -0.00092013136236816556 -0.00027414905169579078
leaf_weight=0.0013858129387272133 0.0013169089686481108 0.0012116342322292572 0.00117955503370304 0.0014184034481544297 0.0014051701361373356 0.0012063349423109548 0.0011016215421734282 0.0010821607834662073 0.0011546636765418367 0.0011186262101444194 0.0013020193837843252 0.0012472937419838407 0.0010247974062762566
leaf_count=447 199 141 448 244 219 209 120 96 293 439 99 108 59
internal_value=0 -0.000144143 -0.000357587 -0.00013361 -0.000354487 -0.000643307 0.00100923 0.000536201 -0.00107809 -0.000746518 -0.00137373 -0.0020969 0.000870967
internal_weight=0 0.0148133 0.0125 0.0113205 0.00990208 0.00849691 0.00231326 0.0022885 0.00620842 0.00505375 0.00366794 0.00236592 0.00234171
internal_count=3121 2863 2602 2154 1910 1691 261 305 1386 1093 646 547 258
is_linear=0
shrinkage=0.00555105


Tree=1926
num_leaves=14
num_cat=0
split_feature=42 43 16 52 0 3 16 0 15 49 4 49 12
split_gain=7.3348e-05 0.000122513 0.000126922 9.99675e-05 0.000161039 0.000167736 8.55097e-05 0.000182243 0.000140323 0.000162168 0.000130992 9.1492e-05 3.74146e-05
threshold=-0.11051499999999999 -0.17390999999999998 0.22339500000000004 0.19022000000000003 -0.076899999999999982 -0.047929999999999993 -0.088159999999999988 -0.10151999999999999 0.088235000000000022 -0.047584999999999995 0.2623950000000001 -0.0055299999999999993 0.097145000000000023
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 6 -6 8 11 9 -3 -11 -8 -4
right_child=1 2 12 -5 5 -7 7 -9 -10 10 -12 -13 -14
leaf_value=-0.001699078999181312 0.0019129121559036486 0.0018629322268701664 -0.002656225076552179 -0.001902569929122198 0.00052168564631573859 0.0041566394659634425 -0.0015332565283156505 -0.0032638478603204189 0.0026696470346086834 -0.0031801196789801641 0.00026389772711529893 0.001175872980501474 -0.00076725906841650538
leaf_weight=0.0011814606663142482 0.0016863973435773368 0.0012416152479086673 0.001027771513830939 0.0010412897627496706 0.0016879594926089564 0.0010031013277030524 0.0010083789393051101 0.0011253490849414734 0.0011483883171035103 0.0010125029841090228 0.0011914442106666229 0.0015952884498660067 0.0010512650031709453
leaf_count=181 138 70 272 316 331 190 81 797 91 285 170 85 114
internal_value=0 0.000119368 -9.46231e-05 0.000182421 0.000379541 0.00187663 -0.000104511 -0.000896541 0.000538398 -0.000171936 -0.0013183 0.000126649 -0.00170107
internal_weight=0 0.0158208 0.0141344 0.0120553 0.011014 0.00269106 0.00832297 0.00372902 0.00459395 0.00344556 0.00220395 0.00260367 0.00207904
internal_count=3121 2940 2802 2416 2100 521 1579 963 616 525 455 166 386
is_linear=0
shrinkage=0.00704007


Tree=1927
num_leaves=14
num_cat=0
split_feature=403 403 160 474 42 43 3 42 1 3 151 16 0
split_gain=7.55814e-05 0.000104608 0.000112162 0.000254778 0.00020219 0.000206931 0.00015955 0.000155976 0.000140841 0.000115832 0.000114999 0.000193317 0.000134045
threshold=0.096440000000000012 0.03138500000000001 -1.0000000180025095e-35 0.084660000000000027 -1.0000000180025095e-35 -0.074359999999999996 -0.078934999999999991 0.082250000000000004 0.10557500000000002 -0.0025099999999999996 -0.0083949999999999979 -0.056919999999999991 -0.20211999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 8 -4 6 -6 9 -1 -7 -11 12 -12
right_child=-2 -3 4 -5 5 7 -8 -9 -10 10 11 -13 -14
leaf_value=-0.0036713202018504986 -0.0016502512368574284 0.0020018001188957741 -0.0018005486570524972 0.0015601028026640527 0.00091139322778112006 0.0023038603425378028 0.0040228377271482917 -0.0021194060470127196 -0.00053317558493876354 -0.0017713199900022693 0.00024357587253131087 -0.0010272194342589762 0.0033863583443325611
leaf_weight=0.0012152188718799308 0.0010255317361238725 0.0010559575032915844 0.0016093603118667301 0.0010032006051424736 0.001794334702428773 0.0010534228819282301 0.0010046784479846999 0.0011202663540606939 0.0010348452016787774 0.0010906082089010578 0.0010767008080336815 0.0017225775264950744 0.001045226643037328
leaf_count=565 233 143 577 215 268 151 200 394 105 79 42 76 73
internal_value=0 0.000100977 -3.49154e-05 -0.00105989 0.000254611 0.000588438 0.00202822 2.15408e-05 -0.00222803 0.000422044 2.03621e-05 0.000528626 0.00179166
internal_weight=0 0.0158264 0.0147704 0.00325326 0.0115172 0.00990782 0.00279901 0.0071088 0.00225006 0.00598854 0.00493511 0.0038445 0.00212193
internal_count=3121 2888 2745 885 1860 1283 468 815 670 421 270 191 115
is_linear=0
shrinkage=0.00625138


Tree=1928
num_leaves=21
num_cat=0
split_feature=1213 456 147 11 124 159 39 48 48 474 43 16 48 16 13 2 0 12 16 2
split_gain=0.000445183 0.000276272 0.000223074 0.000276919 0.000206242 0.000236164 0.000263894 0.000244226 0.000469262 0.000275195 0.000238884 0.000406316 0.000392081 0.000384168 0.000300123 0.000235292 0.000226259 0.000180374 0.000183078 4.55631e-05
threshold=-1.0000000180025095e-35 0.087485000000000021 0.089025000000000007 0.088215000000000002 0.10281000000000001 -0.032739999999999991 0.097050000000000011 0.093265000000000015 0.12737000000000001 0.084660000000000027 -0.074359999999999996 -0.056919999999999991 0.086035000000000014 0.22339500000000004 0.17001000000000002 0.097845000000000015 -0.077999999999999986 0.090020000000000017 -0.16075999999999999 0.086100000000000024
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 -2 7 9 -9 10 13 12 17 14 16 -13 -7 18 -12 -20
right_child=1 -3 -4 -5 -6 6 -8 8 -10 -11 11 15 -14 -15 -16 -17 -18 -19 19 -21
leaf_value=-0.00087901852512976939 -0.00054250494549837824 -0.00069301953073866646 0.00063093157206142183 -0.00066777990701955058 0.00067344647361608479 -7.0881505500484585e-05 -0.00060501612772552883 0.00089583620603177888 -0.00026877212113683458 0.00065780759384300141 -3.6945291474535798e-05 -0.00097479980769975391 -0.00066546731239614323 0.00099372640249159898 -0.00056892760560960055 -0.00019501654496055192 0.00078140135104746186 -0.00024902064636980005 0.00044798142071072864 0.00084644919655028602
leaf_weight=0.0011249474213817492 0.0013415103380830856 0.0010159158492915868 0.0012398428567522426 0.0010896785444522985 0.0010104332423336851 0.0014310136333574378 0.0010840112319948627 0.0018786105249516674 0.0010619456936717953 0.0012649777327196085 0.001230139056509533 0.0014823040853857109 0.0011738745932985406 0.0010133563718826566 0.0011607335819523168 0.0015545187950260775 0.0010656224833267879 0.0011157261518506267 0.0012029596780176455 0.0010572548103128243
leaf_count=491 372 165 113 107 38 289 104 166 48 184 100 133 52 96 61 106 87 229 116 64
internal_value=0 2.19058e-05 5.2867e-05 2.06099e-05 5.6112e-05 2.5107e-05 6.56596e-05 0.00010675 0.000475252 3.32982e-05 -2.52738e-05 -0.000160915 5.69821e-05 0.000230772 1.93782e-05 -0.000575637 0.000292893 0.000241101 0.000397773 0.000634372
internal_weight=0 0.0244744 0.0234585 0.0222187 0.021129 0.0201186 0.018777 0.017693 0.00294056 0.0147525 0.0134875 0.00881678 0.00577995 0.00467073 0.00365737 0.00303682 0.00249664 0.00460608 0.00349035 0.00226021
internal_count=3121 2630 2465 2352 2245 2207 1835 1731 214 1517 1333 800 561 533 437 239 376 509 280 180
is_linear=0
shrinkage=0.00140032


Tree=1929
num_leaves=13
num_cat=0
split_feature=1 16 43 133 150 151 16 2 3 0 0 3
split_gain=7.24464e-05 0.000126674 0.0001836 0.000190447 9.20076e-05 0.000206219 0.000121228 9.74827e-05 0.000121661 8.05542e-05 8.36607e-05 3.13136e-05
threshold=0.077565000000000009 0.19444000000000003 -0.088704999999999992 0.083950000000000011 0.081835000000000019 -0.024429999999999997 -0.36241499999999999 0.11411 0.095270000000000007 -0.10607499999999999 -0.084269999999999984 -0.078934999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 6 -6 -2 8 9 -8 -11 -12
right_child=4 -3 3 -5 5 -7 7 -9 -10 10 11 -13
leaf_value=-0.0034291844035559227 -0.001669523123855635 0.00097111126647003981 -0.0017241188697850564 0.0018271603286842146 0.0033970704570834083 -0.00033009894704832287 0.0018622795451095351 0.0021851382919284073 -0.0017402879185080156 -0.0016253689386211607 -0.00017599337405187516 0.0014174679357548399
leaf_weight=0.0011966907857677836 0.0016166355645044215 0.0015658057819507645 0.0016827109478127281 0.0010984255244978584 0.0012105148022645701 0.001419333877169208 0.0013880377234755112 0.0010738109559328413 0.0013465603317861508 0.0010147821052656223 0.0010103234181812757 0.0011727774627462752
leaf_count=303 212 196 683 454 193 108 119 135 92 130 288 208
internal_value=0 -0.000627259 -0.00125643 -0.000321521 0.000299284 0.00138551 -3.19966e-05 0.000345847 1.29255e-05 0.00052772 -5.15438e-05 0.000680025
internal_weight=0 0.00554363 0.00397783 0.00278114 0.0112528 0.00262985 0.00862293 0.00700629 0.00593248 0.00458592 0.00319788 0.0021831
internal_count=3121 1636 1440 1137 1485 301 1184 972 837 745 626 496
is_linear=0
shrinkage=0.00663402


Tree=1930
num_leaves=13
num_cat=0
split_feature=484 4 16 0 0 133 43 2 16 15 49 16
split_gain=5.97961e-05 0.000105309 6.74466e-05 0.000111468 0.000148651 0.000102673 0.000111186 0.000155843 0.000116649 8.8329e-05 0.000110945 3.13021e-05
threshold=-0.0068949999999999992 0.27044500000000005 -0.36241499999999999 -0.10607499999999999 -0.084804999999999978 -0.085499999999999979 -0.074359999999999996 0.098260000000000014 0.22339500000000004 -0.015039999999999998 -0.047584999999999995 -0.51370499999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 9 -5 -6 8 -8 -7 10 -4 -3
right_child=1 11 3 4 5 6 7 -9 -10 -11 -12 -13
leaf_value=-0.0014588349931719386 -0.0014147416326597572 0.00066597398125899923 0.0019498291709432818 -0.0022193318150385568 0.0020094665166536549 -0.00052995380994722539 -0.0031645410899335024 0.00011855096987582169 0.0020504584831560397 0.0025944451686414839 -0.00088834540994886242 0.0023006484716544791
leaf_weight=0.0011598361516296568 0.0015463724634005869 0.0010123636576024261 0.0010682473973116502 0.0015458210661158534 0.0010119735794875215 0.0018381512680727841 0.0011206430105443182 0.0014723295681301346 0.0013280413803346269 0.0011071166903507965 0.0014012892287047496 0.0010505111921472231
leaf_count=503 102 112 73 579 187 364 427 221 128 95 96 234
internal_value=0 0.000102806 -0.000111404 5.80518e-05 -0.000363111 6.06561e-05 -0.00028178 -0.00130035 0.000552385 0.0010374 0.000339364 0.00149843
internal_weight=0 0.0155029 0.01344 0.0118936 0.00831696 0.00677114 0.00575917 0.00259297 0.00316619 0.00357665 0.00246954 0.00206287
internal_count=3121 2618 2272 2170 1906 1327 1140 648 492 264 169 346
is_linear=0
shrinkage=0.00663402


Tree=1931
num_leaves=19
num_cat=0
split_feature=1213 456 1447 43 42 160 50 43 13 3 4 1 2 13 52 0 4 52
split_gain=0.000471134 0.00023356 0.000200645 0.000190239 0.000296788 0.00022132 0.000305285 0.000286328 0.000267663 0.000237721 0.000242206 0.000183946 0.000240685 0.00022287 0.000235011 0.000222631 0.000127822 0.000108448
threshold=-1.0000000180025095e-35 0.087015000000000023 -1.0000000180025095e-35 0.24789500000000006 -0.11466499999999999 -0.098904999999999979 0.088280000000000011 0.016310000000000002 -0.099939999999999987 -0.10519499999999998 -0.033174999999999989 0.094385000000000011 0.11215000000000001 -0.086919999999999983 0.0031350000000000002 -0.12333499999999999 0.0061450000000000003 -0.057699999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 -4 -6 7 9 -9 10 -7 13 15 -11 16 -13 -15 -14
right_child=1 -3 3 -5 5 6 -8 8 -10 11 -12 12 17 14 -16 -17 -18 -19
leaf_value=-0.0010400701718555039 -0.00063766327909352575 -0.00072450177183684108 -0.00059501002246471746 -0.0005635811854145115 -0.00048962111263501794 -5.4947490524273023e-05 0.00096699705638966414 0.0012081980581776486 0.00015219657529340968 -0.00084524504326720547 0.00093926092162347787 0.0010225574319944583 0.00015882048103525796 -0.00057091397129830029 0.00046687397909926377 0.00010105710249388658 8.1416872539740608e-05 -0.0005797749367554264
leaf_weight=0.0011190817422142554 0.00100467057845778 0.0010166573135713388 0.0013445743597802059 0.0010653180152361266 0.0011674345478125949 0.0011068478668692094 0.001354630455855709 0.0012239628987860129 0.0012607166445828258 0.0011768395473128407 0.0014840486765844091 0.0012378532405018516 0.0010286965697976491 0.0019173903539247165 0.0014847879235930783 0.0015007617394038504 0.0013069393554690917 0.0010287344172293378
leaf_count=491 235 177 112 162 263 119 197 50 90 99 75 83 65 336 209 191 83 84
internal_value=0 2.90194e-05 6.43317e-05 9.84201e-05 0.000134357 0.000188007 0.000234236 0.000171243 0.000672387 7.74289e-05 0.000514529 -2.85887e-05 0.000205249 -0.000219126 -6.26549e-05 0.000517575 -0.0003065 -0.000210484
internal_weight=0 0.0227109 0.0216942 0.0206895 0.0196242 0.0182796 0.0171122 0.0157576 0.00248468 0.0132729 0.0025909 0.010682 0.00479605 0.00588596 0.00470912 0.00273861 0.00322433 0.00205743
internal_count=3121 2630 2453 2218 2056 1944 1681 1484 140 1344 194 1150 423 727 628 274 419 149
is_linear=0
shrinkage=0.00160853


Tree=1932
num_leaves=13
num_cat=0
split_feature=48 457 4 151 15 49 12 4 3 12 0 4
split_gain=5.9632e-05 0.000125114 0.00011156 0.000121051 0.000147238 0.000124059 0.00017495 0.000115605 0.000170882 0.000215545 0.000171899 0.000134932
threshold=0.12879500000000002 0.088350000000000026 0.27834500000000006 -0.086769999999999986 0.091915000000000011 -0.006494999999999999 -0.040564999999999997 -0.49405499999999997 0.092670000000000016 0.092255000000000018 -0.076899999999999982 0.053180000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 -5 -7 -8 9 10 11 -9
right_child=-2 -3 -4 4 -6 6 7 8 -10 -11 -12 -13
leaf_value=0.001701750191922521 -0.0013639605045318709 0.0017888609575678626 0.001259662046220647 -0.0017849222463186443 -0.0024610743756811582 -0.0022090563524455298 -0.001413602902127825 -0.00096500808142161104 0.0029127572736637117 -0.0019039260270552487 0.0028735658625552904 0.0017335020806603554
leaf_weight=0.0010068466608321733 0.0010913497117335238 0.0014205637878934316 0.0019327007658451094 0.0015710421965806501 0.0012011100032658243 0.0010759329259762453 0.0010978198161519827 0.001647510137985397 0.0010491603369970903 0.0012646106684695985 0.0011741494465038384 0.0011263489927388903
leaf_count=177 90 150 288 295 446 107 122 787 51 435 91 82
internal_value=0 8.89749e-05 -8.17155e-05 -0.000293961 -0.000473247 -0.000234644 5.40819e-05 0.00038494 0.000700262 0.000254946 0.000946468 0.000130745
internal_weight=0 0.0155678 0.0141472 0.0122145 0.0112077 0.0100066 0.00843553 0.0073596 0.00626178 0.00521262 0.00394801 0.00277386
internal_count=3121 3031 2881 2593 2416 1970 1675 1568 1446 1395 960 869
is_linear=0
shrinkage=0.00600863


Tree=1933
num_leaves=20
num_cat=0
split_feature=1213 456 158 50 48 42 133 52 43 3 15 52 13 3 43 0 16 0 1
split_gain=0.000448872 0.000221691 0.000203549 0.000220098 0.000249351 0.00018658 0.00021166 0.000214705 0.000327599 0.000217217 0.000193837 0.000338717 0.000378059 0.000197473 0.000240299 9.82551e-05 0.000309482 7.7575e-05 1.54985e-05
threshold=-1.0000000180025095e-35 0.087015000000000023 0.085900000000000018 0.10156500000000002 0.12737000000000001 -0.11466499999999999 0.10722500000000001 -0.088204999999999992 -0.074359999999999996 -0.15121499999999996 -0.095869999999999983 0.11434500000000002 -0.095304999999999987 0.092670000000000016 -0.084004999999999982 -0.10224499999999999 -0.095964999999999981 -0.097024999999999986 0.11061500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 -2 7 8 -7 -9 15 12 -12 14 -14 16 18 -16 -11
right_child=1 -3 -4 -5 -6 6 -8 9 -10 10 11 -13 13 -15 17 -17 -18 -19 -20
leaf_value=-0.00088175725819965853 -0.00032002144976617263 -0.0006061821972043037 -0.0005215263904055471 -0.00048065995540026669 -0.00055149345289468455 0.00038358405611866122 -0.00032892819892015371 0.00084802665291438433 -0.00061639425121911542 0.00031859298817462001 0.0010920556641387184 -0.00024500434089319779 0.00066241656611377856 0.00082633915583672595 0.00015958266124904271 0.00036585007747270249 -0.0007447714014912223 -0.00034829916677900965 7.5797098626400537e-05
leaf_weight=0.0011216243302904763 0.0014700245283474902 0.0010414818155647923 0.0011396871388133457 0.0012631115666973938 0.001021549162258494 0.0012616590729885024 0.0013681264785346666 0.0013540222357535043 0.0013088664223247148 0.0010330710906663043 0.0016849160391258994 0.0013679341485476892 0.0012199297069916933 0.001142605688499998 0.0011408765215374867 0.0011422785551223344 0.0010225855651313509 0.0012207273812570862 0.0010290941521376995
leaf_count=491 95 177 263 263 47 185 282 69 226 50 67 135 116 46 54 154 34 324 43
internal_value=0 2.52335e-05 5.48674e-05 8.60724e-05 0.000122248 0.000158922 0.000199627 0.000245025 -0.000125587 0.000316343 0.000256371 0.000387559 0.000522571 0.000319459 0.00015775 1.50086e-05 -0.000114907 -0.000102945 0.000197429
internal_weight=0 0.0232325 0.0221911 0.0210514 0.0197883 0.0187667 0.0172967 0.0159286 0.00257053 0.013358 0.012004 0.00777699 0.00640906 0.00472414 0.00358153 0.00422703 0.00308475 0.0023616 0.00206217
internal_count=3121 2630 2453 2190 1927 1880 1785 1503 411 1092 1023 742 607 540 494 281 127 378 93
is_linear=0
shrinkage=0.00140032


Tree=1934
num_leaves=14
num_cat=0
split_feature=50 48 4 15 48 150 0 13 0 43 16 13 3
split_gain=6.9474e-05 8.49043e-05 0.000133531 0.000118498 0.000215181 0.00012567 0.000111053 0.000132303 8.01762e-05 0.00013765 0.000189541 0.000171736 1.60041e-06
threshold=0.10124500000000002 0.11951500000000001 0.40473500000000007 -0.11713499999999999 0.092475000000000016 0.08882000000000001 -0.10607499999999999 -0.0072999999999999992 -0.08824499999999999 -0.074359999999999996 0.22339500000000004 0.18141000000000002 -0.080734999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 6 7 -5 -8 11 12 -10 -11
right_child=-2 -3 -4 4 -6 -7 8 -9 9 10 -12 -13 -14
leaf_value=-0.001904899473469724 -0.0015395764828502916 -0.001568717194625216 0.0021109413236595604 -0.00044815817243103341 0.0028067297367381392 -0.0019686260741351015 -0.0014974455052669132 0.0023508314572412716 0.002218469768061824 0.00059145980396143065 -0.0025186858383430921 -0.00078363847807979236 0.00025177553611631511
leaf_weight=0.0010466025375162483 0.0010029539472709561 0.0010377931783469583 0.0012223213252638429 0.0010041516578872534 0.0010469567244133513 0.0011017346787068347 0.0013959635739340566 0.0015521289009401452 0.0017719872096324321 0.0010007789326659054 0.0013088669090541433 0.0011245523622580578 0.0010022678655064055
leaf_count=195 375 75 253 101 122 179 260 106 424 463 195 66 307
internal_value=0 9.18339e-05 0.000210044 3.6077e-05 0.000201108 -4.11109e-05 0.000167892 0.00125134 -0.000196317 9.62398e-05 -0.000740465 0.00105293 0.000421491
internal_weight=0 0.0156161 0.0145783 0.013356 0.0123094 0.0112624 0.0101607 0.00255628 0.00760442 0.00620845 0.00331191 0.00289654 0.00200305
internal_count=3121 2746 2671 2418 2223 2101 1922 207 1715 1455 965 490 770
is_linear=0
shrinkage=0.00600863


Tree=1935
num_leaves=13
num_cat=0
split_feature=1 150 3 3 47 3 159 2 43 0 43 16
split_gain=6.40622e-05 0.000120837 0.000125548 0.000191926 0.000187137 0.000181415 0.000102827 8.24641e-05 0.000158997 0.000141351 0.000130013 0.000124527
threshold=0.094385000000000011 0.080470000000000014 0.10732000000000001 -0.077774999999999983 0.093140000000000014 0.13524500000000003 0.082585000000000006 0.095195000000000016 0.08845500000000002 -0.077999999999999986 -0.0037449999999999996 -0.088159999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 3 -2 -5 -4 7 9 -9 10 -1 -12
right_child=1 -3 5 4 -6 -7 -8 8 -10 -11 11 -13
leaf_value=-0.0022058768444919129 -0.001021480966774664 0.0021791507567731853 -0.0031395328437049028 0.0041547718251071022 0.00022393197529638049 0.00069059628240806408 -0.0023034779632378258 -0.0024980726024610412 0.00092291402562584448 0.0024472503515883598 0.0016525341366557048 -0.0012019611834972108
leaf_weight=0.0011044496175358588 0.0015863400056352339 0.0014885142826853853 0.0011380500306064079 0.0010396735279265849 0.0011884719890784996 0.0011269553862011672 0.0011294428701784931 0.0015305223091414411 0.0010480386355678217 0.001166166932099256 0.0017626604978478698 0.0011604854264244957
leaf_count=865 229 227 52 220 91 124 306 348 97 195 178 189
internal_value=0 0.000451156 2.80702e-05 0.000777386 0.0020581 -0.00123385 -0.000395667 -0.000118431 -0.00110764 0.000372682 -0.000227997 0.000519303
internal_weight=0 0.00756801 0.00607949 0.00381449 0.00222815 0.00226501 0.00890177 0.00777232 0.00257856 0.00519376 0.0040276 0.00292315
internal_count=3121 943 716 540 311 176 2178 1872 445 1427 1232 367
is_linear=0
shrinkage=0.0067667


Tree=1936
num_leaves=12
num_cat=0
split_feature=42 43 16 13 48 1 52 2 3 0 3
split_gain=5.85065e-05 0.000110717 9.74381e-05 0.000101946 0.00010014 0.000212351 0.000149954 0.000124717 0.000276884 0.000190057 0.000122964
threshold=-0.11051499999999999 -0.17390999999999998 0.22339500000000004 -0.23438999999999996 0.11951500000000001 0.111945 0.091275000000000009 0.088225000000000012 -0.080934999999999993 -0.22491999999999998 -0.078934999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 5 6 7 10 -9 -10 -5
right_child=1 2 -4 4 -6 -7 -8 8 9 -11 -12
leaf_value=-0.0012411561979960054 0.00149345943314065 0.0017350872384979741 -0.0012376079122212607 -0.0021232195602287904 -0.0017286310551943868 0.0024232296577012665 -0.0018019669969395261 0.0030259992587060012 0.0015791153534722422 -0.0015940130581620926 0.00021803671985341731
leaf_weight=0.0011412806386567808 0.0016069821228350536 0.001131021915361006 0.0019842802548993557 0.0011643459389185373 0.0010322391683459395 0.0011372803975260278 0.0015061427614566636 0.0012609231220403194 0.0010586899228002267 0.0014125610071852451 0.001880941814353998
leaf_count=181 138 151 386 733 70 200 525 221 49 253 214
internal_value=0 8.81553e-05 -7.82825e-05 0.000120302 -5.44173e-05 0.000129025 -0.000185953 0.000173171 0.000866976 -0.000234637 -0.000677127
internal_weight=0 0.0151754 0.0135684 0.0115841 0.0104531 0.00942088 0.0082836 0.00677746 0.00373217 0.00247125 0.00304529
internal_count=3121 2940 2802 2416 2265 2195 1995 1470 523 302 947
is_linear=0
shrinkage=0.00566207


Tree=1937
num_leaves=20
num_cat=0
split_feature=1213 456 1447 158 1374 457 11 4 151 15 124 13 0 47 43 403 0 52 1
split_gain=0.000435519 0.000271629 0.000214884 0.000242931 0.000196129 0.000385587 0.000314516 0.000216601 0.000276403 0.000202343 0.000212705 0.000314149 0.000204935 0.000198045 0.000203384 0.000318156 0.000532142 0.000187465 7.05364e-05
threshold=-1.0000000180025095e-35 0.087485000000000021 -1.0000000180025095e-35 0.085900000000000018 -0.094929999999999987 0.092360000000000012 0.087830000000000005 0.27044500000000005 -0.086944999999999981 0.091915000000000011 -0.013479999999999999 -0.084034999999999985 -0.08824499999999999 0.11518500000000002 -0.15582499999999996 0.08332500000000001 -0.10151999999999999 0.10024500000000001 0.092695000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 -4 6 7 8 -6 10 -10 12 -12 14 -13 16 18 -14 -16
right_child=1 -3 3 -5 5 -7 -8 -9 9 -11 11 13 17 -15 15 -17 -18 -19 -20
leaf_value=-0.00095314231173931625 -0.00059228882095986363 -0.00072804075934551789 -0.00048442313463184771 -0.0006251164664106049 0.00080911620251724703 0.0010251677473017305 -0.0006724894469153659 0.00064415148897777378 -0.00041363429152859013 -0.00041035924852323612 1.6436705226284847e-05 0.00045759682508424528 0.0012825742546653557 0.00047674967475824673 0.00022611746779443829 0.00048045008553132697 -0.001095402102125997 0.00041728616845563345 -0.00028037784651543273
leaf_weight=0.0010535583862206479 0.0010745023019950858 0.0010178861746137071 0.0011117239224551758 0.001005169950166601 0.0011254662775893589 0.0010687208061841416 0.0010761561167498259 0.0017955751485804776 0.0015007414091001712 0.0018791786927201412 0.0010022351508411909 0.0011932722612701934 0.0010480800820459263 0.0016920818264289927 0.001429100747337481 0.0011132584583480876 0.001564663116867801 0.0011702896158993781 0.001055722735998188
leaf_count=491 238 165 37 230 130 65 100 205 95 266 141 73 81 47 44 69 587 30 27
internal_value=0 2.31055e-05 5.64847e-05 8.84161e-05 0.000122854 0.000157099 0.000107344 0.00015511 9.9442e-05 4.49171e-05 0.000111917 0.000181908 0.000574134 2.49513e-05 -9.53253e-05 -0.000223123 -0.000416545 0.000826096 1.09237e-05
internal_weight=0 0.0239238 0.0229059 0.0218314 0.0208263 0.0197145 0.0186458 0.0175697 0.0157741 0.0146486 0.0127694 0.0112687 0.0032206 0.0080481 0.00635602 0.00516275 0.00404949 0.00221837 0.00248482
internal_count=3121 2630 2465 2227 1997 1960 1895 1795 1590 1460 1194 1099 252 847 800 727 658 111 71
is_linear=0
shrinkage=0.00148603


Tree=1938
num_leaves=21
num_cat=0
split_feature=1213 456 43 42 376 1447 4 133 3 151 15 16 48 13 16 0 3 0 4 1
split_gain=0.000454461 0.000291147 0.000280818 0.000330137 0.000346321 0.000267897 0.000278712 0.000327383 0.000224515 0.000196968 0.000246872 0.000197813 0.000255122 0.00033533 0.000236816 0.00031873 0.000205834 0.000203756 0.000109719 6.10827e-05
threshold=-1.0000000180025095e-35 0.087485000000000021 0.24789500000000006 -0.11466499999999999 1.0000000180025095e-35 -1.0000000180025095e-35 -0.49405499999999997 -0.085499999999999979 -0.15447499999999995 0.086470000000000005 0.091650000000000023 -0.08595499999999999 0.086035000000000014 -0.084154999999999994 0.22339500000000004 -0.077809999999999976 0.096675000000000011 -0.15350499999999997 0.0067750000000000006 0.096325000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 -5 -7 -8 -9 10 11 12 13 -10 15 18 -14 -15 -13 -20
right_child=1 -3 -4 4 -6 6 7 8 9 -11 -12 14 16 17 -16 -17 -18 -19 19 -21
leaf_value=-0.0010630166382832686 -0.0006770252111539262 -0.00085457756280648244 -0.00074966488442337529 -0.0007026928457378762 0.0010195554099312679 -0.00067311658542922243 0.00093408975101525219 0.00085564924586863436 0.00095972626154650607 0.00075108688339717061 -0.00063899385356957323 -0.00023088104661214462 -0.0010811802845496384 0.00030679985851537713 -0.00028306369754676277 0.0010168457058842477 -8.0782616426426112e-05 -0.00073935397877124916 0.00062984937216356584 7.5104081458057467e-05
leaf_weight=0.0011229682454993442 0.0014180069247699397 0.0010090796156857476 0.0011324328103599892 0.0010901470049163786 0.0012282046840569804 0.0010831999719362806 0.0015572494352442392 0.0011123819190749567 0.0010147527704953974 0.0011204640850306377 0.0014216073591531994 0.0012911562075430824 0.0011148497820233083 0.0010489794354869852 0.001592935485039082 0.0018385144341704612 0.001191749409596099 0.0010367145566577427 0.0012404342870681179 0.0010073004577524358
leaf_count=491 120 165 167 224 152 115 157 103 116 83 241 336 60 37 172 127 42 157 28 28
internal_value=0 2.56759e-05 6.34077e-05 0.000104497 0.000157292 0.000103704 0.000150783 0.000201522 0.000130364 7.62878e-05 2.14948e-05 9.73554e-05 -0.000142853 0.000170689 0.00028369 0.000451579 -0.000564305 -0.000213201 0.000157913 0.000381246
internal_weight=0 0.0245502 0.0235411 0.0224086 0.0209906 0.0197624 0.0186723 0.0175891 0.0160318 0.0149195 0.013799 0.0123774 0.00540705 0.00310045 0.00697034 0.00537741 0.0023066 0.00208569 0.00353889 0.00224773
internal_count=3121 2630 2465 2298 2178 2026 1802 1687 1530 1427 1344 1103 412 310 691 519 102 194 392 56
is_linear=0
shrinkage=0.00167351


Tree=1939
num_leaves=21
num_cat=0
split_feature=1213 456 158 124 42 43 4 0 14 13 48 3 4 16 48 16 12 16 42 13
split_gain=0.000466115 0.000275561 0.000232158 0.000210438 0.000415447 0.000242205 0.000533209 0.000275231 0.000289917 0.00032336 0.000379388 0.000543988 0.000264441 0.000300959 0.000320917 0.000307884 0.000184413 9.2255e-05 0.00015422 7.20973e-05
threshold=-1.0000000180025095e-35 0.087485000000000021 0.094245000000000009 0.11040000000000001 -0.11466499999999999 -0.15582499999999996 -0.49405499999999997 -0.026509999999999995 -0.10708499999999999 -0.17933499999999997 0.12649500000000002 0.10299500000000002 0.053180000000000012 -0.083134999999999987 0.085325000000000012 -0.014034999999999997 0.09334000000000002 -0.059624999999999991 0.088670000000000013 0.19762500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 19 -7 8 -8 -10 11 12 13 14 -11 -15 -9 18 -14 -6
right_child=1 -3 -4 -5 5 6 7 16 9 10 -12 -13 17 15 -16 -17 -18 -19 -20 -21
leaf_value=-0.00087810068518782557 -0.00079362830355223218 -0.00067049993815466243 -0.00057987775663942041 0.00067583455560848527 0.00074210619052430312 -0.00090864177114421117 -0.00053242938858023728 0.00097898325887404471 0.00075352744434957811 0.00049319601915574025 -0.00071473291297007501 0.00083865395773072618 -0.00026671500838558405 -0.0011157588685634233 -0.00043291298538411039 -0.00016179086265522995 0.00018633848709599462 0.00057995337862055041 0.00045334366541629925 0.0002641471030501833
leaf_weight=0.0011268307133854285 0.0010346518973632915 0.0010286019507201585 0.0010359109832658092 0.0010809678364714905 0.0012226465249387522 0.0010438764072100383 0.0015253061491309903 0.0010274629048938324 0.0012867400812193114 0.0016584823622643637 0.0011657774501177007 0.0016354223419305933 0.0010694834921990415 0.0010575309388658576 0.001226925788007982 0.0016059217644011775 0.0011985040743844877 0.0012175094145238097 0.0011781949063607716 0.0011583962357493149
leaf_count=491 107 165 210 29 66 138 92 102 99 232 50 55 109 386 73 490 51 52 74 50
internal_value=0 2.49762e-05 5.55087e-05 8.49009e-05 5.49293e-05 9.82252e-05 4.3499e-05 0.000102474 3.40337e-05 9.99801e-05 2.88055e-05 0.000110199 -2.19646e-05 -0.000207785 9.93983e-05 -0.000540566 0.000552208 0.000275592 0.000110728 0.000509575
internal_weight=0 0.0244583 0.0234297 0.0223938 0.0213128 0.0202782 0.0178971 0.0168533 0.0146273 0.013102 0.0118152 0.0106495 0.00901405 0.00554886 0.00288541 0.00266345 0.00222597 0.00346519 0.00224768 0.00238104
internal_count=3121 2630 2465 2255 2226 2119 2003 1865 1712 1620 1521 1471 1416 1181 305 876 153 235 183 116
is_linear=0
shrinkage=0.00137286


Tree=1940
num_leaves=14
num_cat=0
split_feature=14 124 40 48 48 4 3 52 4 1 3 1 47
split_gain=6.00631e-05 0.00010168 9.01939e-05 0.000148453 0.000249879 0.000185798 0.000167284 0.000171571 0.000149523 0.000170804 0.00020246 5.86901e-05 0.000116978
threshold=-0.10708499999999999 -0.043384999999999993 -1.0000000180025095e-35 0.11951500000000001 0.096390000000000017 0.053180000000000012 0.10542000000000001 -0.088204999999999992 -0.0016099999999999997 0.086105000000000015 -0.091054999999999983 0.08592000000000001 0.092710000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 5 6 7 -4 9 10 -9 -7 -13
right_child=1 2 3 -5 -6 11 -8 8 -10 -11 -12 12 -14
leaf_value=-0.0013904728043219758 0.0021903660633953094 -0.0019884840429601775 -0.0035265987876642131 -0.0022778302451869777 0.0035516613351021533 -0.00013189241000743096 0.0019151861039216527 0.00059718396356371443 -0.0027807870051547432 0.0018511794755612114 -0.0031848466225660723 0.0035324440926831455 0.00066733691528518633
leaf_weight=0.0013253882853486226 0.0010060370779770992 0.0010063100397502767 0.0010342834783377318 0.0010911525692630661 0.0010093469622457505 0.0010196169862314794 0.0010459893438383716 0.0015571946955758057 0.0010625006463801968 0.0015438130564651709 0.0011101365306485818 0.0010595850135253979 0.0016983137611360499
leaf_count=140 223 121 414 78 151 183 71 215 185 345 790 138 67
internal_value=0 0.000111328 -3.55715e-05 0.000112951 0.000327822 3.54993e-05 -0.000591064 -0.00100665 -0.000512434 5.98868e-05 -0.000976888 0.00125527 0.00176811
internal_weight=0 0.0152443 0.0142382 0.0132319 0.0121408 0.0111314 0.00735392 0.00630793 0.00527364 0.00421114 0.00266733 0.00377752 0.0027579
internal_count=3121 2981 2758 2637 2559 2408 2020 1949 1535 1350 1005 388 205
is_linear=0
shrinkage=0.0067667


Tree=1941
num_leaves=13
num_cat=0
split_feature=1 457 15 11 3 47 2 49 13 0 2 16
split_gain=6.0978e-05 0.00010462 0.000172756 0.000155824 0.000108092 0.000251929 0.000105275 0.000158793 0.000134882 9.42015e-05 6.67267e-05 4.29123e-05
threshold=0.12500000000000003 0.088350000000000026 0.091915000000000011 0.081005000000000008 -0.10519499999999998 0.09585500000000001 0.11293500000000002 -0.063424999999999981 -0.084319999999999992 -0.053834999999999994 0.091185000000000002 -0.077589999999999978
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 6 7 -6 -9 -2 11 -10
right_child=9 -3 -4 -5 5 -7 -8 8 10 -11 -12 -13
leaf_value=0.0017554430686173206 0.0026353301944203474 0.0017059063325885952 -0.0033575717143754513 -0.0030719149441334553 -0.0028715550782487196 -0.0035929439896626478 0.0025036607062561248 -0.0014652396239165952 0.0032188779181760918 -0.00049992364441245904 -0.00034521793162513634 0.0011410248335631081
leaf_weight=0.0019984045132989984 0.0012281492593093878 0.0015457526805965358 0.0011150063592724061 0.0010067516443994515 0.0010437693636693038 0.0011755192067835207 0.0010978274573000685 0.0015384907975232532 0.0010116140114658353 0.0010953815233889627 0.0010574046638713586 0.0014775853110284192
leaf_count=174 163 140 449 150 179 207 176 434 386 116 280 267
internal_value=0 -0.000201923 -0.000437424 -0.000151995 0.000130645 -0.000255801 0.00028703 -0.000110022 0.000456812 0.00115728 0.00129058 0.00198547
internal_weight=0 0.0140681 0.0125224 0.0114074 0.0104006 0.00840221 0.00722669 0.00612886 0.00508509 0.00232353 0.0035466 0.0024892
internal_count=3121 2842 2702 2253 2103 1929 1722 1546 1367 279 933 653
is_linear=0
shrinkage=0.00777281


Tree=1942
num_leaves=19
num_cat=0
split_feature=1213 1447 453 4 158 15 156 151 47 13 52 4 0 0 3 49 15 16
split_gain=0.000411701 0.000255073 0.000220634 0.00037484 0.00031569 0.000271237 0.000230822 0.000251681 0.000245589 0.000236616 0.000304876 0.000288842 0.000150623 0.000324546 0.000405316 0.000259748 0.00024143 0.000131461
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 1.0000000180025095e-35 0.40473500000000007 0.07968500000000002 -0.14147499999999996 0.080810000000000007 -0.055494999999999996 0.10783500000000001 -0.074044999999999986 0.10160000000000001 -0.022844999999999997 -0.019414999999999998 -0.10011499999999998 -0.082974999999999979 -0.069799999999999987 -0.095869999999999983 -0.085589999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 5 -3 7 -7 9 10 11 -9 13 15 -15 -11 -17 -5
right_child=1 2 -4 17 -6 6 -8 8 -10 12 -12 -13 -14 14 -16 16 -18 -19
leaf_value=-0.00080806887709482494 -0.0006088332131634226 -0.00059250582124992159 -0.00055629289788409304 0.00095366082773153268 -0.00068419352244286267 0.00065819101780510713 -0.00036454953726518257 0.00090918883121558834 0.00054975544379918119 -0.00053712274222247024 -0.00021203147237272444 -1.3259237762878926e-05 0.00023724038893709471 -8.7235687549814758e-05 -0.0012476120432275547 -0.00025278356610670456 0.00058523035923575221 0.00027133265825695236
leaf_weight=0.001166012566339302 0.0011323990478356366 0.0010923901975199357 0.0010494372512488406 0.0011367885301715661 0.001104346207085184 0.0017330917214888322 0.0017236042316936392 0.001711621506103933 0.0019976406300731284 0.0010807661683180925 0.0014636010820339718 0.0010216614825921061 0.0018163077790941586 0.0012301040767532748 0.0010530238808141353 0.0010623806114411494 0.0016610015748983412 0.0010006236455517561
leaf_count=491 255 125 78 207 220 211 331 91 66 26 141 125 82 288 238 29 49 68
internal_value=0 2.72227e-05 5.86229e-05 8.81042e-05 2.90052e-05 7.12431e-05 0.000112546 0.00016449 0.000103799 3.01766e-05 0.000293625 0.000564391 -0.000109717 -0.000213242 -0.000622424 3.23363e-05 0.000258324 0.000634231
internal_weight=0 0.0240708 0.0229384 0.021889 0.0197515 0.0186472 0.0175548 0.0158312 0.0140981 0.0121005 0.00419688 0.00273328 0.00790358 0.00608728 0.00228313 0.00380415 0.00272338 0.00213741
internal_count=3121 2630 2375 2297 2022 1802 1677 1346 1135 1069 357 216 712 630 526 104 78 275
is_linear=0
shrinkage=0.00137286


Tree=1943
num_leaves=14
num_cat=0
split_feature=484 15 15 15 13 39 0 3 48 1 2 43 42
split_gain=6.12942e-05 8.58231e-05 6.61748e-05 9.89473e-05 0.000102016 0.000121618 0.000107478 0.000208087 0.000133389 0.000131898 0.000104667 8.51398e-05 5.23128e-05
threshold=-0.0068949999999999992 -0.24436499999999997 -0.11713499999999999 -0.10091499999999999 -0.095304999999999987 0.087015000000000009 -0.11013499999999998 -0.080634999999999984 0.086425000000000016 0.097115000000000021 0.086590000000000014 0.0010100000000000003 0.088200000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 -4 11 6 8 10 -6 -9 -8 -5 -12
right_child=1 2 3 4 5 -7 7 9 -10 -11 12 -13 -14
leaf_value=-0.0014270949858387579 0.0018036770244046155 -0.001416135643954459 0.0017948927618593156 -0.00011278999480729835 0.001656778665727903 0.0015399070390124633 -0.0018327469495364552 -0.0042812306024597492 -0.0013424063902518863 -0.0011039174291172806 -0.00036374718949144672 0.0022594960864469101 0.0015696409510332489
leaf_weight=0.0011504497239063381 0.0011134066049381117 0.0012825887246456233 0.0012665713391410991 0.0012339166735629856 0.0014666579574586537 0.001155225035359698 0.0010639681388061699 0.0010905776946238087 0.00102380112678091 0.0010357040707731913 0.001153613446852414 0.001226534973344684 0.0011228518261705567
leaf_count=503 232 187 74 127 126 121 524 490 40 118 405 66 108
internal_value=0 9.92735e-05 -3.5105e-05 0.000102852 -8.233e-05 -0.000393417 -0.000674097 -0.00117428 0.000423846 -0.00273357 -0.000181753 0.00106979 0.000589884
internal_weight=0 0.0152354 0.014122 0.0128394 0.0115729 0.0091124 0.00795717 0.00546672 0.00249046 0.00212628 0.00334043 0.00246045 0.00227647
internal_count=3121 2618 2386 2199 2125 1932 1811 1645 166 608 1037 193 513
is_linear=0
shrinkage=0.00637641


Tree=1944
num_leaves=19
num_cat=0
split_feature=1213 1447 124 4 43 0 52 48 403 2 48 14 1 4 49 43 16 0
split_gain=0.000440728 0.000261622 0.000227739 0.000244065 0.000314629 0.000316891 0.000350872 0.000350669 0.000258794 0.000297626 0.000353956 0.000567974 0.000374083 0.000230335 0.000351513 0.00036361 0.000257044 0.000206405
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 0.11040000000000001 -0.49405499999999997 -0.27207999999999993 -0.036484999999999997 0.024145000000000003 -0.086869999999999989 0.092070000000000013 0.098035000000000011 0.12879500000000002 -0.23083499999999998 0.10658000000000002 0.0061450000000000003 -0.047584999999999995 -0.074359999999999996 -0.078844999999999985 -0.10224499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 -5 7 -7 -6 9 13 11 -11 -13 16 -15 -16 -9 -17
right_child=1 2 -4 4 5 6 -8 8 -10 10 -12 12 -14 14 15 17 -18 -19
leaf_value=-0.00097452750611117531 -0.00071938822609781013 -0.00057117331188155998 0.0008072220493404676 -0.00076153245197750185 -0.00085052169234745836 0.00099462331142429307 -8.2616173817213982e-05 -4.4612361546910024e-05 0.00086901847747273479 -0.00040123372349186757 -0.00033774226211115703 0.00042934578396822755 0.0015770646191664969 0.00086000630649973333 0.00058744811083264164 -0.0010115344180860637 -0.00087501426352740391 -5.2015084816731379e-05
leaf_weight=0.0011265889464106274 0.0010892134833993391 0.0015209075907156545 0.0010010762169052048 0.0010362154269842874 0.0010306822120755279 0.0019730390352785615 0.0012149622896923118 0.0019700488160710712 0.0010158464655571639 0.001072388749767228 0.001435822015596333 0.0015723394272299527 0.0012821319613513377 0.0011211328562459877 0.0010847120198708704 0.0011010633731851627 0.0017509160465251942 0.0011294194248885892
leaf_count=491 255 132 30 92 57 155 63 351 79 61 55 294 158 46 74 64 619 45
internal_value=0 3.52843e-05 7.21243e-05 3.75944e-05 8.43779e-05 0.000131116 0.000584082 3.83487e-05 0.000101375 4.36971e-05 0.000332271 0.000577256 0.000944862 -0.000146014 9.66752e-05 -0.000161468 -0.000435362 -0.000525676
internal_weight=0 0.0234019 0.0223127 0.0213116 0.0197907 0.0187545 0.003188 0.0155665 0.0145358 0.01352 0.00536268 0.00392686 0.00285447 0.00815729 0.00443633 0.00331519 0.00372096 0.00223048
internal_count=3121 2630 2375 2345 2213 2121 218 1903 1846 1767 568 513 452 1199 229 183 970 109
is_linear=0
shrinkage=0.00157699


Tree=1945
num_leaves=19
num_cat=0
split_feature=128 147 484 456 42 150 4 0 12 3 12 3 15 0 49 16 0 0
split_gain=0.000337393 0.000293474 0.000286095 0.000218735 0.000214358 0.000249763 0.000192455 0.000333801 0.000331786 0.000316957 0.000557053 0.000308474 0.000180238 0.000241676 0.00013693 0.000132934 0.000118289 8.08116e-05
threshold=0.086435000000000012 0.089025000000000007 -0.0068949999999999992 1.0000000180025095e-35 0.10256000000000001 0.11259000000000001 -0.51843499999999987 -0.077999999999999986 0.10345000000000001 0.083060000000000009 0.082480000000000012 -0.087909999999999988 0.090455000000000021 -0.10151999999999999 0.0065400000000000015 -0.096824999999999981 -0.050064999999999991 -0.23001499999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 6 -4 11 9 10 -9 -8 13 14 15 -13 -12 -17
right_child=-2 -3 3 -5 -6 -7 7 8 -10 -11 16 12 -14 -15 -16 17 -18 -19
leaf_value=-0.00059314070820089661 -0.0007886120678786033 0.00072805738903170762 -0.00045703379552643951 -0.00062671748850263618 -0.00040239377718483566 -0.00058447038431640858 -0.0006030781399404446 0.0013243716959399027 0.0011583203457436835 -0.00021204750851179117 0.00044309121298659223 0.00076625302020066346 0.00060004736033193696 -0.00051896594345835346 -0.00024342211566642165 0.00046707797071671175 -0.00026141338179552065 -2.4172869588105118e-05
leaf_weight=0.0016612595972649779 0.0011303778485001184 0.0012001204527015688 0.001003880343453104 0.0010071348640404145 0.0018498530221311418 0.0010106449933219566 0.0013941689441707922 0.0012606843344224105 0.0011842832124503155 0.0016915153040756858 0.001011013627430779 0.0010014517485840702 0.0014717212417648118 0.0013297837390291367 0.0012649961305397639 0.0011185810572555965 0.0010124244924543113 0.001949474397214262
leaf_count=471 207 122 40 132 290 54 299 125 87 92 170 74 145 517 106 24 93 73
internal_value=0 2.63133e-05 -1.15836e-05 3.54028e-05 6.95047e-05 0.000118811 0.000161387 0.000200955 0.000465269 0.000300312 0.000564207 3.01122e-05 0.000138614 3.67129e-05 0.000175232 0.00030537 9.05933e-05 0.000154932
internal_weight=0 0.023423 0.0222229 0.0205616 0.0195545 0.0177046 0.016694 0.0156901 0.00615992 0.00497564 0.00328412 0.00953018 0.00813601 0.00666429 0.0053345 0.00406951 0.00202344 0.00306806
internal_count=3121 2914 2792 2321 2189 1899 1845 1805 567 480 388 1238 939 794 277 171 263 97
is_linear=0
shrinkage=0.00145689


Tree=1946
num_leaves=12
num_cat=0
split_feature=14 124 4 0 0 1 12 151 1 1 12
split_gain=5.6624e-05 9.92299e-05 9.33436e-05 0.000111976 0.000153547 0.000130019 0.000157285 0.000104772 0.000154227 0.000194545 0.000147503
threshold=-0.10708499999999999 -0.043384999999999993 -0.49405499999999997 -0.019414999999999998 -0.053834999999999994 0.122185 0.092355000000000007 -0.083134999999999987 0.094465000000000007 0.089175000000000018 0.088305000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 5 6 7 -4 9 10 -9
right_child=1 2 3 -5 -6 -7 -8 8 -10 -11 -12
leaf_value=-0.0012401524060846809 0.0019979371238612962 -0.0017133699650742009 -0.0015057780241203883 0.001479673983507933 -0.0022999541530117429 0.002086131397147052 -0.0020624044995283791 -0.0004769032813478616 0.0020827298079896615 -0.0024435833428046567 0.0022109416955127565
leaf_weight=0.0013407367733255992 0.0010053231236829352 0.0011859457547882543 0.0011465481628220612 0.0019989445024461905 0.0011408508747330548 0.0011623965864731032 0.001395930826344767 0.0018876666076917065 0.0018135781645636229 0.0010411659849677568 0.0013820851969610221
leaf_count=140 223 141 236 154 134 114 664 752 120 130 313
internal_value=0 0.00010016 -3.46234e-05 0.000118887 -0.000129069 0.000122895 -0.00014041 0.000228584 0.000553269 -9.01665e-05 0.000659217
internal_weight=0 0.0151604 0.0141551 0.0129692 0.0109702 0.00982937 0.00866697 0.00727104 0.0061245 0.00431092 0.00326975
internal_count=3121 2981 2758 2617 2463 2329 2215 1551 1315 1195 1065
is_linear=0
shrinkage=0.00625138


Tree=1947
num_leaves=19
num_cat=0
split_feature=1213 456 1374 457 11 1447 4 151 160 50 133 0 12 15 49 15 4 12
split_gain=0.000521452 0.000301939 0.000199876 0.000384847 0.000229867 0.000188119 0.000245319 0.000202194 0.000213807 0.000201291 0.000217102 0.000278011 0.000363265 0.00028276 0.000231193 0.000181369 0.000178804 9.97898e-05
threshold=-1.0000000180025095e-35 0.087485000000000021 -0.094929999999999987 0.092360000000000012 0.088215000000000002 -1.0000000180025095e-35 0.27287000000000006 -0.086944999999999981 -0.091944999999999985 0.088280000000000011 0.10722500000000001 -0.019414999999999998 -1.0000000180025095e-35 0.095175000000000023 -0.006494999999999999 -0.055554999999999993 -0.059649999999999988 0.051320000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 -4 7 -7 -9 10 11 12 -10 14 -14 -16 -17 -13
right_child=1 -3 3 -5 -6 6 -8 8 9 -11 -12 17 13 -15 15 16 -18 -19
leaf_value=-0.00097315071830342064 -0.00055210361800612118 -0.00075018041665588777 -0.00052344195377135761 0.00098808904663723893 -0.00062843357946190139 0.00064243367966116793 0.00062972772750114782 -0.00054358447117950812 -0.00069259621979045945 0.00067125060943786419 -0.000573184934204241 0.00080593861760347928 -0.00035436564712893078 -0.0005532849695710257 3.5086004400651111e-05 0.00024561999243443279 0.0010328450619882211 0.00025402038039245748
leaf_weight=0.0011789516304362693 0.0010654554766773563 0.0010216283992514888 0.0010172479765897654 0.001042142346618701 0.0010113977913668295 0.0012700821433342382 0.0019606437424383024 0.0013311494360517271 0.0015787788103311913 0.0011644233667754142 0.0012090926295370988 0.0012105380927124364 0.001130740709099522 0.0011984376079728354 0.0017719073426955105 0.0012284032798715247 0.0013237131728110517 0.0017977843486658429
leaf_count=491 40 165 237 67 107 142 261 251 122 211 198 76 104 94 230 200 67 58
internal_value=0 3.9804e-05 7.59761e-05 0.000107473 6.20504e-05 9.84363e-05 0.000133241 7.32086e-05 2.48336e-05 8.04132e-05 2.51506e-05 8.95122e-05 -5.17675e-05 0.000100299 0.000243894 0.00040034 0.000653932 0.00047611
internal_weight=0 0.0233336 0.0223119 0.0212465 0.0202043 0.0191929 0.0181757 0.0162151 0.014945 0.0136138 0.0124494 0.0112403 0.00823198 0.0066532 0.00545476 0.00432402 0.00255212 0.00300832
internal_count=3121 2630 2465 2425 2358 2251 2014 1753 1611 1360 1149 951 817 695 601 497 267 134
is_linear=0
shrinkage=0.00148603


Tree=1948
num_leaves=13
num_cat=0
split_feature=2 484 15 49 131 13 52 49 15 2 150 43
split_gain=5.58115e-05 7.4926e-05 0.000102466 0.000101522 9.52154e-05 0.000120637 0.000112612 0.000170876 0.000223328 0.00015587 0.000108471 3.77928e-05
threshold=-0.0091949999999999983 -0.0068949999999999992 -0.10653 0.082865000000000008 0.088495000000000004 -0.095304999999999987 0.077655000000000016 -0.043469999999999995 -0.016799999999999995 0.088555000000000009 0.086615000000000011 0.0010100000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 5 11 7 10 -9 -8 -7 -4
right_child=1 2 4 -5 -6 6 9 8 -10 -11 -12 -13
leaf_value=0.0012364002746421689 -0.0016893463796937946 0.0020926950634129185 0.00032872795928444649 -0.00039258146297603265 -0.0019383510877616877 0.0018173689526142995 0.0023252976276911357 -0.0039678566120379937 -0.00058226333993167219 -0.00062915204275718333 -0.00084247064233808409 0.0019149202506640569
leaf_weight=0.0012506220150221249 0.0010510197265184264 0.0015622781568308793 0.0010375217726425476 0.0010208086929825166 0.0011192417399522045 0.0010378637992207763 0.0011524632916206645 0.0011706205630333559 0.0019525773463386015 0.0016047159269933359 0.001293892605241348 0.0012368262752247006
leaf_count=179 498 203 116 171 306 79 328 295 460 298 131 57
internal_value=0 -0.000110392 6.56714e-06 0.00111054 -0.000239144 -5.77847e-05 -0.000403725 -0.000913968 -0.00185123 0.000605768 0.000341423 0.00119132
internal_weight=0 0.0152398 0.0141888 0.00258309 0.0116057 0.0104865 0.00821213 0.00545495 0.0031232 0.00275718 0.00233176 0.00227435
internal_count=3121 2942 2444 374 2070 1764 1591 965 755 626 210 173
is_linear=0
shrinkage=0.0061288


Tree=1949
num_leaves=19
num_cat=0
split_feature=1213 128 124 123 159 158 456 4 0 2 3 1 403 42 15 42 1 0
split_gain=0.000452151 0.00029549 0.000252996 0.000212914 0.000286854 0.000222675 0.000229252 0.000245131 0.000334588 0.000295769 0.000628607 0.000296596 0.000210068 0.000193105 0.000391781 0.000258721 0.00023382 0.000146968
threshold=-1.0000000180025095e-35 0.086435000000000012 0.11040000000000001 0.08592000000000001 -0.032739999999999991 0.085900000000000018 0.084065000000000015 -0.49405499999999997 0.041630000000000007 0.11215000000000001 0.10732000000000001 0.11230000000000001 0.03138500000000001 0.088200000000000014 0.035560000000000008 0.092145000000000019 0.094385000000000011 -0.15202999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 6 7 -6 9 10 12 -11 13 14 16 -15 17 -9
right_child=1 -3 -4 -5 5 -7 -8 8 -10 11 -12 -13 -14 15 -16 -17 -18 -19
leaf_value=-0.0010385041827330457 -0.0006787811364442237 -0.00082315979321852283 0.00086643299354858486 0.00077219042235887624 -0.00049298616702087527 -0.0006905937837644278 -0.00066424136331981324 0.0001684442542287736 0.0009374205627848528 -0.00082866720996918673 0.0014383421515931534 0.00016625886711407379 0.00064709612629023044 0.00096568784473506316 -0.00096419803433299618 -0.00012351671199649621 0.00061053970766750771 -0.00054653917362356807
leaf_weight=0.0011021127184770432 0.0015437778241560096 0.0010300566663705149 0.001038361877610249 0.0010124007933061631 0.0014918569038435614 0.0010175513227253683 0.0010033568732892009 0.0015813889751328195 0.0015091732676483496 0.0015512661571349127 0.0010858682525811689 0.0016801422525803966 0.0017044955824213762 0.0011526669408565837 0.0012406638324358177 0.0011963161007493978 0.0014843913343325355 0.0015156256685552438
leaf_count=491 372 152 28 165 123 210 149 41 81 115 45 115 119 118 215 203 92 287
internal_value=0 3.64028e-05 7.52202e-05 3.74834e-05 1.6515e-06 5.63197e-05 9.80856e-05 0.000142572 0.000202956 0.000124858 0.000253456 -0.000311364 0.000123171 1.38798e-05 -0.000146329 0.000410966 7.51531e-05 -0.000181456
internal_weight=0 0.0238394 0.0228093 0.0217709 0.0207585 0.0192148 0.0181972 0.0171939 0.015702 0.0141928 0.0109614 0.00323141 0.00987555 0.00817105 0.00582207 0.00234898 0.00458141 0.00309701
internal_count=3121 2630 2478 2450 2285 1913 1703 1554 1431 1350 1120 230 1075 956 635 321 420 328
is_linear=0
shrinkage=0.0016407


Tree=1950
num_leaves=19
num_cat=0
split_feature=1213 1374 457 11 1447 51 15 13 4 4 52 42 0 4 16 15 42 12
split_gain=0.000468561 0.000247224 0.000301145 0.000287381 0.000224781 0.000265545 0.000426746 0.000181303 0.000304082 0.000377647 0.000265117 0.000264664 0.000179804 0.000217864 0.000215573 0.000269432 0.000168557 0.000128296
threshold=-1.0000000180025095e-35 -0.094929999999999987 0.088350000000000026 0.088215000000000002 -1.0000000180025095e-35 0.078435000000000019 -0.094549999999999981 -0.082014999999999991 0.24564500000000003 -0.077679999999999985 0.086965000000000015 -0.088669999999999985 -0.030209999999999997 -0.034939999999999992 -0.25582999999999995 -0.055554999999999993 -0.11466499999999999 0.086850000000000024
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 -3 7 -7 8 9 10 -6 16 13 -13 -15 -16 -9 -11
right_child=1 2 -4 -5 5 6 -8 11 -10 17 -12 12 -14 14 15 -17 -18 -19
leaf_value=-0.00095204680708823024 -0.00066590054831972229 -0.00060679154131175743 0.00071618747697687528 -0.00074207646355121633 0.001056293014532216 0.0012073060468596845 4.6894691341788893e-05 -9.6014596287459939e-05 0.00092670737474159054 -0.00076171605031504018 -1.7126653952099864e-05 -0.00089181719008108091 0.00019844437062426157 -0.00066697626973358649 -0.0003353542421455065 0.0005638718691035159 0.0006588789254693085 -1.3866643487219683e-05
leaf_weight=0.0011584317489688736 0.0011022943747160943 0.0010891570482743597 0.0015405021318002634 0.0010734192492503061 0.0010405106182602708 0.0012162517882406965 0.0018141933954854963 0.0012533309026669798 0.0011869121159954338 0.001076216929667014 0.0010745627152388693 0.0013570841363074407 0.0017212201997097807 0.0015504286345400086 0.0019277188055784409 0.0012698065859790934 0.001484433229568192 0.0010328201461936859
leaf_count=491 55 252 116 109 39 71 257 93 135 193 33 416 155 114 259 80 119 134
internal_value=0 3.51205e-05 6.91487e-05 2.20606e-05 6.28794e-05 0.000101257 0.000512619 2.32216e-05 0.000248845 5.83761e-05 0.000510942 -9.23455e-05 -0.000234245 -0.000356235 -0.000203153 2.17479e-05 0.000313294 -0.000395485
internal_weight=0 0.0238109 0.0227086 0.0211681 0.0200946 0.0190055 0.00303045 0.015975 0.00541102 0.00422411 0.00211507 0.010564 0.00782626 0.00610504 0.00474795 0.00319753 0.00273776 0.00210904
internal_count=3121 2630 2575 2459 2350 2098 328 1770 534 399 72 1236 1024 869 453 339 212 327
is_linear=0
shrinkage=0.00151575


Tree=1951
num_leaves=20
num_cat=0
split_feature=1213 1447 453 4 158 1374 457 156 12 16 130 43 52 52 13 16 47 1 0
split_gain=0.000495522 0.000317746 0.000260635 0.000310539 0.000267298 0.000229239 0.000310452 0.000210312 0.000182834 0.000172444 0.000315477 0.000187468 0.000251983 0.000421992 0.000235846 0.000181335 0.000222855 0.000300431 0.000534862
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 1.0000000180025095e-35 0.27287000000000006 0.07968500000000002 -0.094929999999999987 0.092360000000000012 0.080810000000000007 0.09320500000000001 -0.36241499999999999 -0.0015749999999999998 0.21122500000000002 0.11434500000000002 0.096795000000000006 -0.084034999999999985 -0.094359999999999986 0.09550500000000002 0.094715000000000008 -0.077809999999999976
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 5 -3 7 9 -5 -7 -11 12 13 14 -12 -16 17 18 -17
right_child=1 2 -4 8 -6 6 -8 -9 -10 10 11 -13 -14 -15 15 16 -18 -19 -20
leaf_value=-0.0010743579296223422 -0.00082396441547359384 -0.00065251818034528519 -0.00072297355734193239 0.0010154728751864761 -0.00078051283533784395 -0.00035626355530435057 0.00098522394489952833 -0.00049148506091597154 0.00011483378896328774 -0.00051585277136450712 0.00086374687622053643 -0.00036823105490353366 -0.00022616790514691642 0.0014458956276376183 0.00076365879506049992 -0.0012950099456162153 0.00059417512559738997 0.00056609340294169015 0.000252657539617985
leaf_weight=0.0011456542147676987 0.0011184918413923361 0.0010691996005585116 0.0010602300470090578 0.0015024758190957379 0.0010139355108232237 0.0016976699996736283 0.001072553268757658 0.0015972487359901802 0.0010177565220050866 0.0014700834166177798 0.0017628292986074066 0.0010537541691845185 0.0016705416936305126 0.0010482532917848175 0.001157369866121024 0.0011706348984327174 0.0013896430733388865 0.0010094964169760079 0.001235494667130705
leaf_count=491 255 49 78 251 209 59 55 307 66 169 194 121 231 51 47 187 45 120 136
internal_value=0 3.00013e-05 7.15312e-05 0.000109927 3.96051e-05 8.47861e-05 0.000130261 7.38754e-05 0.000651764 0.000135449 0.000199819 0.000291322 0.000357866 0.000469068 0.000336524 0.000180653 4.02337e-05 -0.000185137 -0.000500317
internal_weight=0 0.0241177 0.0229992 0.0219389 0.0194187 0.0184048 0.0173356 0.016263 0.00252023 0.0146658 0.0129681 0.011498 0.0104443 0.00877372 0.00772547 0.00596264 0.00480527 0.00341563 0.00240613
internal_count=3121 2630 2375 2297 1980 1771 1722 1667 317 1360 1301 1132 1011 780 729 535 488 443 323
is_linear=0
shrinkage=0.0016407


Tree=1952
num_leaves=20
num_cat=0
split_feature=1213 1447 453 4 158 156 1374 151 124 13 47 12 43 12 403 0 43 3 1
split_gain=0.000516899 0.000301124 0.000297811 0.000464365 0.000322933 0.000246441 0.000252275 0.000320279 0.000208559 0.000281226 0.000224408 0.000236018 0.000296598 0.000215726 0.000299347 0.000202971 0.000196883 0.000181875 9.06178e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 1.0000000180025095e-35 0.27287000000000006 0.07968500000000002 0.080810000000000007 -0.094929999999999987 -0.039414999999999999 -0.013479999999999999 -0.42195999999999995 0.10783500000000001 0.092355000000000007 -0.11008499999999999 0.086305000000000007 0.084620000000000015 -0.10151999999999999 -0.083684999999999996 -0.14477499999999996 0.092695000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 5 6 -3 -8 -9 -10 11 13 -13 15 -15 18 -17 -5 -11
right_child=1 2 -4 17 -6 -7 7 8 9 10 -12 12 -14 14 -16 16 -18 -19 -20
leaf_value=-0.0010556059597134366 -0.00077576535352634772 -0.00062813219425976463 -0.0007616775521964459 0.0002014387236770751 -0.00084591809232308557 -0.00049977998096952208 0.00084013163772920076 -0.00055766281805511887 0.00094491544928867132 0.00057228411630911658 0.0006000610513503138 0.00017217471528920174 -0.00099345484221722018 6.6314103563532928e-05 0.0011879997853411466 5.2414674346529819e-05 -0.00090184114143058395 0.0010672648936259964 -5.6289302878875066e-05
leaf_weight=0.0011798207268025598 0.0011294725697846 0.001039567910527949 0.0010499553825159538 0.0010042618144943533 0.0010359592188389074 0.0017299984026965661 0.0017413854909789925 0.0011194726562476784 0.0010969034290084735 0.0011693076534609048 0.0018772040027303918 0.0010410574702969244 0.0012346609691584187 0.0015691313617023361 0.0010129922337362984 0.0011254685622326122 0.0011122700544080669 0.0016741811641590712 0.0012048801040807078
leaf_count=491 255 23 78 60 209 347 234 50 24 41 61 80 346 313 28 59 131 257 34
internal_value=0 3.49735e-05 7.50681e-05 0.000115389 2.74769e-05 7.7537e-05 0.000138644 0.000190727 0.000107351 0.000167177 9.19933e-05 -8.7216e-06 -0.000460222 0.000134103 0.000506362 -7.43172e-05 -0.000421899 0.00074263 0.000253288
internal_weight=0 0.0239681 0.0228387 0.0217887 0.0191103 0.0180743 0.0163443 0.0153047 0.0135633 0.0124439 0.011347 0.00946977 0.00227572 0.00719405 0.00258212 0.00461193 0.00223774 0.00267844 0.00237419
internal_count=3121 2630 2375 2297 1980 1771 1424 1401 1167 1117 1093 1032 426 606 341 265 190 317 75
is_linear=0
shrinkage=0.00160853


Tree=1953
num_leaves=13
num_cat=0
split_feature=403 475 42 43 40 160 151 4 42 0 16 16
split_gain=7.4636e-05 8.17991e-05 8.4413e-05 0.000180764 0.000237015 0.000165246 0.000142813 0.0002168 0.000190796 9.82361e-05 9.27682e-05 0.000243917
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.11466499999999999 0.16180500000000003 -0.012109999999999998 -1.0000000180025095e-35 -0.0083949999999999979 0.24564500000000003 0.083995000000000014 -0.081784999999999983 -0.056919999999999991 -0.08595499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 -4 -6 -7 8 10 -10 11 -8
right_child=1 2 3 -5 5 6 7 -9 9 -11 -12 -13
leaf_value=-0.0018701463037938259 -0.001549524281483202 -0.0016035216971064137 0.0035527384319026566 -0.0023575863490979117 -0.001735181337827216 -0.0010775045929565384 -0.0015086804285137229 0.0039226929955673492 0.0036823526463678636 0.00071514564983991087 -0.0015057681721101738 0.002928056974928938
leaf_weight=0.0010077915543399941 0.0013535436600447702 0.0011122685529576072 0.0012571971686993451 0.0010722815405726791 0.0016404039274792491 0.0018334148634711004 0.0012850890148063971 0.0011533390331370102 0.001169756625235073 0.0010488533523582699 0.0017580041984875741 0.0011762860695891941
leaf_count=756 472 121 244 172 442 176 102 110 126 159 155 86
internal_value=0 0.000105654 0.000260088 0.000414839 0.000656094 0.000326983 0.000685909 0.0011118 0.000608239 0.0022796 -0.000270585 0.000611627
internal_weight=0 0.0158604 0.0145069 0.0133946 0.0123223 0.0110651 0.00942474 0.00759133 0.00643799 0.00221861 0.00421938 0.00246138
internal_count=3121 2365 1893 1772 1600 1356 914 738 628 285 343 188
is_linear=0
shrinkage=0.00704007


Tree=1954
num_leaves=20
num_cat=0
split_feature=1213 456 124 42 42 133 43 4 160 52 2 2 4 15 3 4 13 13 1
split_gain=0.000439774 0.000327745 0.000240376 0.00027973 0.000195768 0.000335364 0.000204568 0.000300547 0.000256221 0.000291501 0.000318714 0.000350923 0.000278045 0.000262985 0.000225664 0.000271238 0.000189112 0.000151088 6.80108e-05
threshold=-1.0000000180025095e-35 0.087485000000000021 0.11040000000000001 -0.11051499999999999 -0.091214999999999977 0.10722500000000001 -0.15582499999999996 -0.46376499999999993 -0.10151499999999998 0.13389000000000004 0.11215000000000001 0.10005000000000001 0.033845000000000007 -0.0063699999999999989 0.090900000000000009 0.053180000000000012 -0.010094999999999998 -0.086589999999999986 0.11323000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 -5 6 -6 -8 -9 10 11 13 -12 14 15 -10 17 -15 -14
right_child=1 -3 -4 4 5 -7 7 8 9 -11 12 -13 18 16 -16 -17 -18 -19 -20
leaf_value=-0.00094312905010302548 -0.00075092532545219086 -0.00083095928511728973 0.00077625323221821392 0.00073906352401025346 0.00060639888537299699 -0.00077744033107123641 -0.00077929301117381743 -0.0005718323814294182 -0.00080951059960767075 0.00087187787082443032 0.0002534015465105285 0.00081331312280716935 -0.00097432493602584531 0.00029451937240786261 0.00039872009759336663 4.4842646702439736e-05 -7.3403931930464332e-05 0.0011252815177707418 -0.000405566072005123
leaf_weight=0.0011514412975892887 0.0010250358234855364 0.0010001958375672184 0.0011062466063389278 0.0010137549611063936 0.0016810715724426819 0.001124504414927451 0.0010044771046677703 0.0012744001757303133 0.0016496469512889984 0.0012280689578019208 0.0011835359914589292 0.0019238439426970686 0.0010093543587995635 0.0010789335203411077 0.0013191841305169594 0.0019244522294825962 0.0011945355950560652 0.0010160639852224707 0.0010008720561595734
leaf_count=491 126 165 30 100 80 330 161 261 395 80 91 134 73 71 45 138 135 109 106
internal_value=0 3.52313e-05 7.32997e-05 3.73839e-05 7.65586e-05 4.2315e-05 9.21742e-05 4.07415e-05 9.28652e-05 0.000151171 8.46256e-05 0.000219163 -0.000341118 7.94735e-05 -0.000147779 -0.000349489 0.000417519 0.000697435 -0.000691145
internal_weight=0 0.0237582 0.022758 0.0216517 0.0206267 0.0196129 0.0184884 0.0168074 0.0158029 0.0145285 0.0133004 0.0101067 0.00319376 0.00818282 0.00489328 0.0035741 0.00328953 0.002095 0.00201023
internal_count=3121 2630 2465 2435 2309 2209 1879 1799 1638 1377 1297 1027 270 893 578 533 315 180 179
is_linear=0
shrinkage=0.00154607


Tree=1955
num_leaves=13
num_cat=0
split_feature=1 50 16 52 3 2 2 4 48 3 43 0
split_gain=6.73955e-05 0.000107805 8.32318e-05 0.000153468 0.000134762 0.000169965 0.000153715 0.000132837 0.000130084 0.000126504 0.000154171 0.000123281
threshold=0.13869000000000004 0.088425000000000017 -0.014034999999999997 0.090645000000000017 -0.082974999999999979 0.092365000000000017 0.089525000000000007 0.018150000000000003 0.088965000000000002 0.092670000000000016 -0.088004999999999986 -0.084044999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 11 6 -6 9 -7 10 -4 -1
right_child=-2 -3 7 -5 5 8 -8 -9 -10 -11 -12 -13
leaf_value=-0.0001693728789475508 0.0015306964590992458 -0.0018455627375459666 0.00070141244033446778 -0.0025867328291580205 -0.00083248152005808117 -0.0038445474078936445 0.002530087684635376 0.0023231035559169774 -0.00042113032468313604 0.0018482909293808629 -0.0023409923723214962 0.0029847898780739485
leaf_weight=0.00117533301739247 0.0012059244917911596 0.0015138592042005907 0.0016621188756555938 0.0012349069658943168 0.0015899478559296505 0.0010117735268694514 0.0010229999135278334 0.0016101769868428484 0.0010211745444612674 0.0012646715414099674 0.0014092657084968591 0.0010969324459759811
leaf_count=207 139 539 243 398 241 184 53 175 84 83 562 213
internal_value=0 -0.000129608 5.46358e-05 -0.000389364 2.87096e-06 -0.000657609 0.000484004 0.000663418 -0.00212492 4.71008e-05 -0.000694556 0.00135329
internal_weight=0 0.0156132 0.0140993 0.00815307 0.00691816 0.0046459 0.00261295 0.00594623 0.00203295 0.00433606 0.00307138 0.00227227
internal_count=3121 2982 2443 1380 982 562 294 1063 268 888 805 420
is_linear=0
shrinkage=0.0067667


Tree=1956
num_leaves=13
num_cat=0
split_feature=403 11 124 52 51 48 43 4 3 2 3 15
split_gain=6.55272e-05 7.24582e-05 7.9727e-05 9.1233e-05 0.000112437 9.05144e-05 0.000161213 8.21525e-05 6.18586e-05 0.000220295 0.000129474 0.000233024
threshold=-1.0000000180025095e-35 0.081790000000000015 -0.043384999999999993 -0.0064899999999999992 0.078435000000000019 0.083685000000000009 -0.070064999999999975 -0.0016099999999999997 -0.11255999999999998 0.10613000000000002 0.048265000000000009 0.083935000000000023
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 5 8 6 -4 -7 -5 10 11 -10
right_child=1 -3 3 4 -6 7 -8 -9 9 -11 -12 -13
leaf_value=-0.0018600469339929468 0.0021447593876370821 -0.0016742559754464911 0.00018830628590275214 0.0017766586973758246 0.0027961094749274556 0.0017776862438708685 -0.0035095420497704036 -0.0011146782183643297 -0.0019136963608680226 -0.0024787515761878335 0.0029734764258634214 0.0019267885739438859
leaf_weight=0.0010050354634169026 0.0011448182655099297 0.0011777348793287059 0.0013134051974797237 0.0012040579015425643 0.0010900289757397597 0.0011423073627665481 0.0013187903655117158 0.0010537171236132403 0.0017263099733570257 0.0015841060798270599 0.0011100707556744582 0.0018026479306368082
leaf_count=756 230 169 421 75 191 139 219 80 270 186 69 316
internal_value=0 0.000107831 0.000252675 9.03659e-05 0.00055545 -0.000730066 -0.0016644 0.000389845 0.000226607 -7.32987e-05 0.0007481 4.80845e-05
internal_weight=0 0.015668 0.0144903 0.0133454 0.00851722 0.00482822 0.0026322 0.00219602 0.00742719 0.00622313 0.00463903 0.00352896
internal_count=3121 2365 2196 1966 1107 859 640 219 916 841 655 586
is_linear=0
shrinkage=0.00747098


Tree=1957
num_leaves=13
num_cat=0
split_feature=150 151 151 4 15 0 15 43 13 43 43 42
split_gain=6.45902e-05 0.000170498 0.000115995 0.000112294 8.78343e-05 0.000112778 0.000232421 0.000120738 0.000209474 0.000156626 0.000132281 3.17208e-05
threshold=0.081835000000000019 -0.055494999999999996 -0.033849999999999991 0.40473500000000007 -0.10469999999999999 -0.10011499999999998 0.079055000000000014 -0.074359999999999996 -0.095304999999999987 -0.095049999999999982 0.016310000000000002 0.080840000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 4 -4 6 -6 9 -9 11 -10 -7
right_child=1 -3 3 -5 5 7 -8 8 10 -11 -12 -13
leaf_value=-0.0020775942698658188 0.0027030979477782975 -0.00052096344857438244 -0.0017098973613538283 0.0018750490223570187 0.0035946789285194059 -0.0013780724765730806 -0.000756508338948569 0.0007317316220739773 -0.0040840993804227635 0.0024844000268927605 -0.0007698384670885766 0.00029141777938064605
leaf_weight=0.0013686070544810117 0.0013275332163243184 0.0017295070567493317 0.0015620297185644652 0.001305751336778173 0.0010858601165934529 0.0010876628757289508 0.0011653386307421965 0.001482363805007882 0.0011940905271627198 0.0012063339824955315 0.001024528904033456 0.0010004233845390398
leaf_count=247 264 156 201 227 89 201 116 82 819 389 273 57
internal_value=0 0.000879099 -0.000210293 6.63076e-07 -0.000225775 2.49384e-05 0.00134228 -0.000398996 -0.00123773 0.000543246 -0.00255362 -0.000578203
internal_weight=0 0.00305704 0.013483 0.0121144 0.0108086 0.0092466 0.0022512 0.0069954 0.00370098 0.00329442 0.00221862 0.00208809
internal_count=3121 420 2701 2454 2227 2026 205 1821 1174 647 1092 258
is_linear=0
shrinkage=0.0067667


Tree=1958
num_leaves=13
num_cat=0
split_feature=1 16 43 133 150 151 3 3 1 15 2 4
split_gain=6.66595e-05 0.000129117 0.000187588 0.000170725 7.36685e-05 0.000172682 0.000107329 0.000172674 0.000162203 0.000116919 0.00020664 2.72149e-05
threshold=0.077565000000000009 0.19444000000000003 -0.088704999999999992 0.083950000000000011 0.081835000000000019 -0.024429999999999997 0.10732000000000001 0.13524500000000003 0.12958500000000003 0.035560000000000008 1.0000000180025095e-35 -0.00027999999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 6 -6 8 -8 9 10 -2 -12
right_child=4 -3 3 -5 5 -7 7 -9 -10 -11 11 -13
leaf_value=-0.0037629007949998936 -0.0011249155136561283 0.0011225572953535237 -0.0017647657134361465 0.0019240950752163087 0.0034300910648157198 -0.0002995636159061692 -0.0033502167623355359 0.00061485376570153934 0.0030770844309477604 -0.002058606515334605 0.0013169770376662371 0.002985914416654291
leaf_weight=0.0011670404490011351 0.0019530447617399655 0.0015048149942650801 0.001652337141346067 0.0010632411650805702 0.0011595540778309918 0.0014289845915498459 0.0011227944026366288 0.0011427496152455335 0.0010307253305732473 0.0011524119420912859 0.0010060937959068825 0.0010092133048210375
leaf_count=303 257 196 683 454 193 108 56 127 110 345 178 111
internal_value=0 -0.000663104 -0.00135519 -0.000320451 0.000311752 0.00137116 -1.40546e-05 -0.00135022 0.000478044 -4.50999e-05 0.000539624 0.00215274
internal_weight=0 0.00538743 0.00388262 0.00271558 0.0110056 0.00258854 0.00841703 0.00226554 0.00615149 0.00512076 0.00396835 0.00201531
internal_count=3121 1636 1440 1137 1485 301 1184 183 1001 891 546 289
is_linear=0
shrinkage=0.00718087


Tree=1959
num_leaves=21
num_cat=0
split_feature=1213 1447 453 4 158 48 1374 151 160 43 124 13 47 130 16 43 11 52 0 1
split_gain=0.000481181 0.000287089 0.000239641 0.00033102 0.000212894 0.000247464 0.000232798 0.000273172 0.000366656 0.00034844 0.000273427 0.000266018 0.000186256 0.000300163 0.00029269 0.000178618 0.000171733 0.000158611 0.00027624 9.94448e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 1.0000000180025095e-35 0.27287000000000006 1.0000000180025095e-35 -0.084044999999999995 -0.094929999999999987 -0.0067699999999999991 -0.090969999999999981 -0.0084099999999999991 -0.013479999999999999 -0.076599999999999988 0.09550500000000002 -0.080854999999999982 -0.083539999999999989 -0.087324999999999986 0.087575000000000014 0.10473500000000001 -0.084269999999999984 0.093575000000000019
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 5 -3 -7 9 -9 -8 -10 17 13 -13 -15 -16 -5 18 -12 -17
right_child=1 2 -4 16 -6 6 7 8 10 -11 11 12 -14 14 15 19 -18 -19 -20 -21
leaf_value=-0.0010613246066793658 -0.00077405926462069592 -0.00067218119357191793 -0.00070054024644865677 0.00099087481637575659 -0.00068848593450803082 -0.00059193298630500564 -2.2813702582205078e-05 -0.0008666301941481437 -0.00060994559627286743 0.0012542365824183492 0.00024218018332355581 0.00068144540973827026 0.00049251445862361954 -0.0010343946500922351 0.00043027561828061945 -0.00067988038595248894 0.00012637020821421846 5.5578890417830128e-05 0.0012680293334691032 2.720654983987259e-05
leaf_weight=0.0011278531606534184 0.0011247143346108024 0.0011115444076699168 0.0010245278436457053 0.0016113675670952786 0.0010307664248987705 0.0011329783098599213 0.0010218868112910895 0.0010016674980722626 0.0011181560935197296 0.0013155404847795529 0.0013219881879469042 0.001085838874310685 0.0019804328971861906 0.0010580332274164276 0.0013063143998370804 0.0011116579156195535 0.0010039257626814901 0.0010954392552180447 0.0015179550249715349 0.0010329065201704068
leaf_count=491 255 54 78 278 218 49 231 196 53 62 130 67 76 160 99 270 39 68 111 136
internal_value=0 3.5217e-05 7.49936e-05 0.000111344 3.69102e-05 7.79655e-05 0.000126725 0.000177716 8.88496e-05 0.00069593 0.000164635 0.000239879 6.01029e-05 -9.29624e-05 -0.000279456 -4.79928e-05 0.00065902 0.000585929 0.000790498 -0.00033932
internal_weight=0 0.0240076 0.0228829 0.0218584 0.0192431 0.0182123 0.0171008 0.0159678 0.0136304 0.00233743 0.0126287 0.0115106 0.00757518 0.00559475 0.00450891 0.00345088 0.00261529 0.00393538 0.00283994 0.00214456
internal_count=3121 2630 2375 2297 1980 1762 1708 1659 1366 293 1170 1117 808 732 665 505 317 309 241 406
is_linear=0
shrinkage=0.0016407


Tree=1960
num_leaves=19
num_cat=0
split_feature=1213 147 52 52 47 47 52 0 1 3 15 1 1 0 13 4 16 4
split_gain=0.000468099 0.000213562 0.000241932 0.00022596 0.000215426 0.000326764 0.000243124 0.000261279 0.000384859 0.000285691 0.000278611 0.000251909 0.000505798 0.000196232 0.000142623 0.000118096 0.000151839 4.78031e-05
threshold=-1.0000000180025095e-35 0.089025000000000007 0.25317500000000004 0.13389000000000004 0.13148500000000005 0.10980000000000002 -0.26636999999999994 -0.077999999999999986 0.103565 -0.087909999999999988 -0.0058549999999999991 0.11181500000000001 0.094385000000000011 -0.22491999999999998 -0.084034999999999985 -0.35136499999999998 0.24134000000000003 -0.083644999999999983
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 6 -2 9 15 -8 11 12 13 -11 -12 16 -9 -17
right_child=1 -3 -4 -5 -6 -7 7 8 -10 10 14 -13 -14 -15 -16 17 -18 -19
leaf_value=-0.0010236240792480841 -0.00073495167910750208 0.00069820787998442989 -0.00062249256578191501 0.00071376499250269156 -0.0006905775708372561 0.00091689765314485327 -0.00071519092715666773 -0.00060844029774609462 0.0011156603303756616 1.4839021954048459e-05 0.00085534202624010019 -0.00078320715672799046 0.00075967207472229896 -0.0008394867692849842 0.00011363240427835844 0.0005964220386835544 0.00024264154891134862 0.00011741784488245637
leaf_weight=0.0011404812948972434 0.0011233179404412019 0.0011816093013004838 0.0015216194834544164 0.0012195671085931661 0.0011024968792341374 0.0010403449514404797 0.0017017388809707568 0.0010529887923595993 0.0012259695347169672 0.0014172817994051396 0.0011640470509679535 0.0014183737469430913 0.0014785845088002292 0.0013661772359177659 0.001582941623733577 0.0010983055282038912 0.0011184699486381788 0.0010586478477383589
leaf_count=491 291 122 311 70 37 93 241 52 195 36 80 107 84 395 205 49 36 226
internal_value=0 3.22675e-05 -4.00957e-06 4.26504e-05 -5.41354e-07 4.20851e-05 -1.20658e-05 3.97102e-05 0.000320077 -0.000114031 7.36099e-06 -0.000196024 -6.1409e-07 -0.000404481 0.000427935 9.47378e-05 -0.000170067 0.000361323
internal_weight=0 0.0228725 0.0216909 0.0201693 0.0189497 0.0178472 0.0168068 0.0156835 0.00555438 0.0101291 0.00842741 0.00568042 0.00426204 0.00278346 0.00274699 0.00432841 0.00217146 0.00215695
internal_count=3121 2630 2508 2197 2127 2090 1997 1706 558 1148 907 622 515 431 285 363 88 275
is_linear=0
shrinkage=0.00160853


Tree=1961
num_leaves=20
num_cat=0
split_feature=1213 1447 453 4 158 1374 457 151 160 124 15 49 42 47 15 43 0 12 0
split_gain=0.000435734 0.000238121 0.000190747 0.00032684 0.00026195 0.000188566 0.000314387 0.000226823 0.00026703 0.000284929 0.000230287 0.000262293 0.000307912 0.000226167 0.000228601 0.000180815 0.00032311 0.000145069 0.000124551
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 1.0000000180025095e-35 0.27287000000000006 1.0000000180025095e-35 -0.094929999999999987 0.092360000000000012 -0.086944999999999981 -0.091944999999999985 -0.013479999999999999 0.091915000000000011 -0.006494999999999999 0.10194000000000002 0.10783500000000001 -0.037864999999999989 0.070450000000000013 0.0059850000000000016 0.09320500000000001 -0.077999999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 5 -3 7 -7 -9 -10 11 -11 13 14 -13 16 18 -5 -16
right_child=1 2 -4 17 -6 6 -8 8 9 10 -12 12 -14 -15 15 -17 -18 -19 -20
leaf_value=-0.00099813220749488769 -0.00068155766841400411 -0.00057612764337365801 -0.00060625825678882494 0.00098210120079981057 -0.00074243289638502839 0.00073749126295596392 0.00097848526376665096 -0.00078657049079544226 -0.00060045250997020345 -0.00043850185164512112 -0.00039153406240648571 -0.00021412733361795232 -0.00049442842493789237 0.0010498480166487828 0.00034644108506764744 0.0010236799699385344 -0.00039825975450095421 0.0001926440307170773 0.0010711110817212108
leaf_weight=0.0010995178007784647 0.0011319181108099602 0.0010608977093733421 0.0010152908783506156 0.0014566800456635607 0.0010589176821441696 0.0012006885689561661 0.0010424789960286054 0.0010127507704447989 0.0014590936191554169 0.0012695086206065695 0.0017186731979530476 0.0015442540059225759 0.0010062445572054527 0.0013497224781845452 0.0015575907066069919 0.0012499717532130639 0.0011357934967195504 0.0010267343588998834 0.0010125907817055708
leaf_count=491 255 49 78 251 218 130 55 212 87 163 215 246 91 59 244 52 115 66 44
internal_value=0 3.80745e-05 7.48032e-05 0.000107478 3.45895e-05 8.12859e-05 0.000123404 6.59566e-05 9.63553e-06 7.02483e-05 0.000152871 0.000245275 0.000343293 0.000450677 0.000326263 0.000494646 0.000316211 0.000655711 0.000631944
internal_weight=0 0.0233098 0.0221779 0.0211626 0.0186792 0.0176203 0.0165594 0.0155169 0.0143162 0.0133034 0.0118443 0.0101257 0.00885617 0.00784992 0.0065002 0.00495595 0.00370597 0.00248341 0.00257018
internal_count=3121 2630 2375 2297 1980 1762 1713 1658 1528 1316 1229 1014 851 760 701 455 403 317 288
is_linear=0
shrinkage=0.00160853


Tree=1962
num_leaves=20
num_cat=0
split_feature=1213 1447 453 4 15 48 48 52 43 133 51 52 49 4 13 0 52 14 16
split_gain=0.000539771 0.000245877 0.000279686 0.000308974 0.000254314 0.000227062 0.000208123 0.000147915 0.000252224 0.000234238 0.000197154 0.000361819 0.000265048 0.000176847 0.000169948 0.000274743 0.000473772 0.000145638 0.000106285
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 1.0000000180025095e-35 0.40473500000000007 -0.14147499999999996 0.096390000000000017 0.12879500000000002 -0.088204999999999992 -0.053764999999999993 0.10722500000000001 0.08955500000000001 -0.07278999999999998 -0.006494999999999999 0.19806500000000002 -0.07692499999999998 -0.10011499999999998 0.08976000000000002 -0.41790499999999997 -0.082404999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 -3 7 -7 8 -6 10 11 -9 13 -13 18 -16 -17 -5 -14
right_child=1 2 -4 17 5 6 -8 9 -10 -11 -12 12 14 -15 15 16 -18 -19 -20
leaf_value=-0.0009358098940437582 -0.00062304742338279318 -0.000582726214334948 -0.00064558063386553404 0.00024075533668555337 7.5681203565957909e-05 0.00095251578914715455 8.1043694253195354e-05 0.00098543682139826247 -0.00073910845249166906 -0.00049596116060134326 -0.00041680149109740277 -0.00070337538500303792 0.00086420065103466094 9.593050062019196e-05 0.00050085978226642534 -0.00088426210317365302 0.00031468734069458546 0.0009815911319216628 0.00027253285709580863
leaf_weight=0.001194046455119723 0.0010788908612575495 0.0012025326623408229 0.0010447204430347181 0.0010472251685077621 0.0018662896620312008 0.0010565908527979664 0.0010934927692636265 0.0010688535609582024 0.0012399538497513346 0.0012010455321312544 0.0010717179944368391 0.0010831314422111186 0.0011611966311995126 0.001088008949969882 0.0019346905969532795 0.0011216140754877766 0.0015249918829711162 0.0010342053747053178 0.0012217387778973281
leaf_count=491 255 147 78 64 281 94 54 90 208 250 143 138 82 48 60 207 105 211 115
internal_value=0 2.96764e-05 6.15963e-05 9.67484e-05 4.04575e-05 8.27169e-05 0.000509301 2.38593e-05 -0.000249567 9.1931e-05 0.00015455 0.000214557 0.000124363 -0.000302825 0.000257541 9.9776e-05 -0.000193419 0.000608856 0.000560851
internal_weight=0 0.0231409 0.022062 0.0210173 0.0189358 0.0177333 0.00215008 0.0155832 0.00310624 0.012477 0.0112759 0.0102042 0.00913537 0.00217114 0.00696423 0.0045813 0.00264661 0.00208143 0.00238294
internal_count=3121 2630 2375 2297 2022 1875 148 1727 489 1238 988 845 755 186 569 372 312 275 197
is_linear=0
shrinkage=0.00140032


Tree=1963
num_leaves=20
num_cat=0
split_feature=1213 124 42 42 133 483 158 453 159 43 47 16 0 0 52 13 16 52 3
split_gain=0.000586303 0.000310431 0.00037044 0.000278789 0.000260112 0.000269268 0.00019723 0.000280585 0.000227239 0.000269422 0.000217337 0.000321823 0.000188853 0.000327323 0.000349255 0.000221558 0.000258555 0.000200182 0.000115499
threshold=-1.0000000180025095e-35 0.11040000000000001 -0.11466499999999999 -0.091214999999999977 0.10622000000000002 0.088070000000000009 0.085900000000000018 1.0000000180025095e-35 -0.032739999999999991 -0.14968999999999996 0.11069000000000002 0.25792000000000009 -0.23091999999999999 -0.15202999999999997 -0.057699999999999994 -0.094514999999999988 -0.056919999999999991 -1.0000000180025095e-35 -0.082974999999999979
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 5 6 7 8 -5 -10 11 12 -11 17 -15 -16 18 -14 -17
right_child=1 -3 3 4 -6 -7 -8 -9 9 10 -12 -13 13 14 15 16 -18 -19 -20
leaf_value=-0.0010090113531108151 -0.00086414006822579015 0.0008153097781879073 0.00071282572612160538 -0.00044099206856302816 -0.00063563493489576784 -0.00069430846833551819 -0.00053369479837426191 -0.00063129236708729414 0.00079355725555827926 0.00071740236802942975 0.00077163209743915349 -0.00065938683171656571 -0.00077480506515655348 0.0008050268282866846 0.00049673270318761941 0.00056343015303087526 -0.00053664527748068934 7.5697133232899286e-05 -4.6960617288286741e-05
leaf_weight=0.0012126278719508657 0.001019809700790116 0.0010208409229641438 0.0012134726324833081 0.0012469078228508198 0.0013036461677367042 0.00101612755658989 0.0010636741149379408 0.0010157483389965352 0.0014941444071805412 0.0011661575644481498 0.0010764729340082399 0.0011109120341983173 0.0012612510195282312 0.0017948866815357366 0.0019018625172665636 0.0010380789824273977 0.0017418924278079489 0.0010994125090139873 0.0017970407489869278
leaf_count=491 123 30 109 211 341 230 169 59 63 40 67 218 37 251 98 159 186 44 195
internal_value=0 2.89094e-05 -5.45439e-06 3.37412e-05 -5.26116e-06 3.61917e-05 7.5657e-05 0.000112183 0.000157326 0.000205513 0.0001427 9.02644e-05 0.000160837 9.98046e-05 0.000236333 7.87843e-05 -9.48836e-05 -0.000378708 0.000176534
internal_weight=0 0.0243823 0.0233615 0.0223417 0.0211282 0.0198246 0.0188084 0.0177448 0.016729 0.0154821 0.013988 0.0129115 0.0118006 0.0106344 0.00827376 0.00647887 0.00457701 0.00236066 0.00283512
internal_count=3121 2630 2600 2477 2368 2027 1797 1628 1569 1358 1295 1228 1010 970 889 638 540 81 354
is_linear=0
shrinkage=0.00145689


Tree=1964
num_leaves=13
num_cat=0
split_feature=41 2 14 49 0 12 12 0 0 3 3 150
split_gain=6.94848e-05 0.000120729 6.94147e-05 0.000107643 9.2381e-05 0.000142573 0.000171173 0.000140761 8.55381e-05 7.7012e-05 0.000102019 8.35754e-05
threshold=0.078475000000000017 -0.0091949999999999983 -0.10708499999999999 0.0093850000000000027 -0.10011499999999998 0.089735000000000023 0.092355000000000007 -0.036484999999999997 0.062580000000000011 0.090900000000000009 -0.03694999999999999 0.081835000000000019
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 9 7 -7 -6 -8 10 -4 -11
right_child=-2 2 3 -5 5 6 8 -9 -10 11 -12 -13
leaf_value=0.0027339308225581894 -0.002032390203464662 -0.0020367239254750324 0.0012742218135514433 0.0019144526981604176 -0.003592060643559946 0.0028014249865986325 -0.0023531208578890231 -0.0003980873499273572 0.00075340276200534339 0.00022141578082226297 -0.0016797952586062271 0.0033367448919143666
leaf_weight=0.0010333675438292831 0.0010085103592385449 0.0010471366159801329 0.00145827453441566 0.0017556509006768127 0.0016528918617463462 0.0011839107847216659 0.0012117636184800357 0.0018248672013365681 0.0010313227125573476 0.0010989485366816876 0.0014813988393903854 0.0010666767102509578
leaf_count=158 148 105 119 564 825 214 537 122 73 77 106 73
internal_value=0 0.000113862 -6.89185e-05 8.07695e-05 -0.000187281 -0.000785188 0.000362478 -0.0019161 -0.000924808 0.000621368 -0.000214405 0.00175587
internal_weight=0 0.0158462 0.0148128 0.0137657 0.0120101 0.00690476 0.003427 0.00347776 0.00224309 0.0051053 0.00293967 0.00216563
internal_count=3121 2973 2815 2710 2146 1771 824 947 610 375 225 150
is_linear=0
shrinkage=0.00792826


Tree=1965
num_leaves=12
num_cat=0
split_feature=1 15 16 16 42 43 52 151 42 16 16
split_gain=6.23794e-05 0.000141254 0.000145935 0.000125635 9.41224e-05 0.000103269 0.00012821 9.98906e-05 0.000139395 0.00014291 0.000158467
threshold=0.104035 -0.016799999999999995 -0.061854999999999993 -0.44310499999999992 0.092145000000000019 0.15359500000000004 -0.088204999999999992 -0.0071249999999999985 0.08623500000000002 -0.08595499999999999 -0.056919999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 3 -2 5 6 -1 -8 9 -9 -11
right_child=1 -3 -4 -5 -6 -7 7 8 -10 10 -12
leaf_value=-0.0028959136216362802 -0.00084577765215880247 0.0026683811299631345 -0.0019111527621425042 0.0027775628981024049 -0.0024465744506357717 0.0023515437081079904 0.0018524149278073665 -0.0035829263808560565 0.0022012096131400071 0.0022164133031955797 -0.0019266503467081863
leaf_weight=0.0012580613652865913 0.0012494931062096808 0.0017596479336071669 0.0019151507402677542 0.0014795312090239996 0.0014003127179411786 0.0010701300236058984 0.0016162369621525044 0.0012813259979534801 0.0010307900358561967 0.0011366612544077767 0.0015374414051294288
leaf_count=418 173 154 197 167 467 156 233 320 323 301 212
internal_value=0 0.000638363 -0.000130798 0.0011186 -0.000418501 -0.000100502 -0.000434324 3.47187e-05 -0.000554471 -0.0012726 -0.000165589
internal_weight=0 0.00640382 0.00464418 0.00272902 0.010331 0.00893065 0.00786052 0.00660246 0.00498622 0.00395543 0.0026741
internal_count=3121 691 537 340 2430 1963 1807 1389 1156 833 513
is_linear=0
shrinkage=0.00841354


Tree=1966
num_leaves=13
num_cat=0
split_feature=50 4 16 2 40 47 484 48 13 2 1 52
split_gain=6.59864e-05 7.84579e-05 7.51583e-05 0.00010003 0.000134506 0.000134887 0.00014449 0.000155188 0.000153564 0.000116464 9.83743e-05 6.18715e-05
threshold=0.10124500000000002 0.27834500000000006 -0.36241499999999999 0.10912000000000001 -1.0000000180025095e-35 0.09550500000000002 0.084040000000000017 0.08975000000000001 -0.084034999999999985 0.089005000000000015 0.090475000000000014 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 -4 6 7 8 -6 10 -10 -5
right_child=-2 -3 3 11 5 -7 -8 -9 9 -11 -12 -13
leaf_value=-0.0012841853856171948 -0.0015538730348495164 0.0013219509584957319 -0.0021233540039456971 0.00032735738573866656 0.00060053130412428594 0.0017873541997465491 0.0019338827341180815 0.001462245012315225 0.00019927575690526536 -0.0033607697666217487 -0.0024014258265290887 0.0024458253589538996
leaf_weight=0.0017378762333756801 0.0010151694734453131 0.0017910585542879791 0.0011982346758789295 0.0011447512058609666 0.0014815935600231518 0.0015426865666478551 0.0010154700651979209 0.0011468897444682491 0.0012641406176299311 0.001218948645073506 0.0010327605548567653 0.0010177623394390664
leaf_count=148 375 315 156 212 327 160 217 97 479 368 155 112
internal_value=0 9.09934e-05 -6.87558e-05 0.000106344 -0.000159702 0.000110671 -0.000250595 -0.000611623 -0.00108757 -0.00179894 -0.000970083 0.00132439
internal_weight=0 0.0155922 0.0138011 0.0120632 0.00990072 0.00870249 0.0071598 0.00614433 0.00499744 0.00351585 0.0022969 0.00216251
internal_count=3121 2746 2431 2283 1959 1803 1643 1426 1329 1002 634 324
is_linear=0
shrinkage=0.00625138


Tree=1967
num_leaves=12
num_cat=0
split_feature=52 1 0 47 1 52 0 2 48 0 16
split_gain=6.11442e-05 0.00016503 0.000113022 0.000118098 0.000167032 0.000117107 0.000128605 8.77443e-05 8.21278e-05 0.000160376 0.00016576
threshold=-0.40306999999999998 0.13842500000000005 -0.062294999999999996 0.096175000000000024 0.085110000000000005 0.10160000000000001 0.047850000000000011 0.090050000000000005 0.086260000000000017 -0.15350499999999997 -0.056919999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 7 6 -4 -2 9 -6 -11
right_child=1 -3 5 -5 8 -7 -8 -9 -10 10 -12
leaf_value=-0.0014911528859777149 -0.0003240818464178729 0.0025966715573359227 0.0032238419602669192 -0.0020269529192545959 0.0030466736922251311 -0.00048746786384986973 0.0001908516932051029 -0.0025021182931492295 -0.00064387805997761637 0.0013372247888133973 -0.001767432120236626
leaf_weight=0.0010591594074552393 0.0015774236339621862 0.0010006850969595605 0.0011921898806119035 0.0015838014674912646 0.0011123636437291862 0.0015654109672029182 0.0010863949224318367 0.0014372521535912855 0.0018370157833649259 0.0019357626445234283 0.0010945701691464638
leaf_count=324 843 137 147 194 89 97 118 528 133 295 216
internal_value=0 9.263e-05 -8.11132e-05 -0.000421387 -0.000138667 0.000855278 0.00177776 -0.00136246 0.000478312 0.00097593 0.000215808
internal_weight=0 0.0154229 0.0144222 0.0105782 0.00899439 0.003844 0.00227858 0.00301468 0.00597971 0.0041427 0.00303033
internal_count=3121 2797 2660 2298 2104 362 265 1371 733 600 511
is_linear=0
shrinkage=0.00637641


Tree=1968
num_leaves=14
num_cat=0
split_feature=42 42 43 40 133 160 52 16 49 4 1 47 12
split_gain=6.48191e-05 0.000115048 0.000109236 0.000196456 0.000183919 0.000185008 0.000242677 0.000241045 0.000162633 0.000194332 0.000164628 9.05057e-05 6.34854e-05
threshold=-0.11051499999999999 -0.088669999999999985 0.16180500000000003 -0.013874999999999998 0.091410000000000005 -1.0000000180025095e-35 0.077655000000000016 -0.008904999999999998 -0.081404999999999991 0.0061450000000000003 0.11061500000000002 0.091680000000000011 0.087505000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 5 7 8 -5 -7 -10 11 -11 -8
right_child=1 2 -4 4 -6 6 12 -9 9 10 -12 -13 -14
leaf_value=-0.0016538167108831685 0.0023456790590650534 0.0028626799147931791 -0.0023053433960283712 -0.0041032881809942119 -0.0028961223336967951 0.0023859403705071862 0.0040965247364210863 0.00027596298492584605 -0.0028449003234028761 0.0028625971279263389 -0.0018455813463080612 -6.5817994931712019e-05 0.0015761557761381803
leaf_weight=0.0011485997088763788 0.0011058186753089621 0.0012194494004176765 0.0010349099798987191 0.0010908222887103664 0.0011476504405270324 0.0011339263807759207 0.0010001083356964979 0.0015969551082174573 0.0014403248157020794 0.0011499729400128167 0.0011873696114094931 0.001033115561482667 0.0010632111245451603
leaf_count=181 211 267 196 383 474 78 186 274 484 104 102 38 143
internal_value=0 0.000115311 -5.96365e-05 0.00011828 -0.000164294 0.000128828 0.000675969 -0.00150134 -6.04866e-05 -0.000637122 0.000306345 0.00147677 0.0027978
internal_weight=0 0.0152036 0.0140978 0.0130629 0.0118435 0.0106958 0.00800803 0.00268778 0.00594471 0.00481078 0.00337046 0.00218309 0.00206332
internal_count=3121 2940 2729 2533 2266 1792 1135 657 806 728 244 142 329
is_linear=0
shrinkage=0.00718087


Tree=1969
num_leaves=12
num_cat=0
split_feature=484 42 15 43 42 4 16 12 160 16 4
split_gain=5.60017e-05 9.54985e-05 0.000128564 0.000109416 0.000112803 0.000219471 9.81871e-05 8.6959e-05 0.000152974 9.41341e-05 8.30147e-05
threshold=-0.0068949999999999992 0.10256000000000001 -0.10653 0.15359500000000004 0.091295000000000015 0.055260000000000011 -0.45661999999999997 0.084225000000000008 0.086075000000000013 -0.078844999999999985 -0.040589999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 6 4 5 7 -2 8 10 -9 -4
right_child=1 -3 3 -5 -6 -7 -8 9 -10 -11 -12
leaf_value=-0.0014417425175962801 -3.7863448161330068e-05 -0.0016362222442005503 0.00021287009081228048 0.0017950946454976073 0.0016384313228682505 -0.0026708483953832461 0.0026116920950643931 0.00042096973108077376 -0.0014857811097805501 -0.0021141982789966629 0.0023453214151558698
leaf_weight=0.0011155225286294699 0.0010023642414679693 0.0012776349578474686 0.001579867145426378 0.0012562980949596758 0.0011840207418891699 0.0017152318594647262 0.0015950757941370916 0.0011635794349141044 0.0011912851646329048 0.0014451983309170819 0.0016348055086730096
leaf_count=503 131 311 200 132 211 169 252 444 95 505 168
internal_value=0 9.87842e-05 0.000259791 -4.93412e-05 -0.000283068 -0.000543675 0.00158922 -2.35422e-05 0.000544822 -0.000983451 0.00129732
internal_weight=0 0.0150454 0.0137677 0.0111703 0.00991399 0.00872997 0.00259744 0.00701474 0.00440596 0.00260878 0.00321467
internal_count=3121 2618 2307 1924 1792 1581 383 1412 463 949 368
is_linear=0
shrinkage=0.00663402


Tree=1970
num_leaves=19
num_cat=0
split_feature=1213 1374 457 11 484 448 160 50 16 15 49 130 3 151 133 47 0 52
split_gain=0.000419255 0.000242512 0.000300044 0.000291541 0.000224747 0.000190927 0.000201542 0.000219581 0.000173673 0.000244456 0.000378069 0.000198677 0.000265842 0.000150074 0.000159546 0.000149026 0.000170974 5.07345e-05
threshold=-1.0000000180025095e-35 -0.094929999999999987 0.088350000000000026 0.088215000000000002 -0.0068949999999999992 -1.0000000180025095e-35 -0.23269999999999999 0.09524500000000001 -0.51370499999999997 0.088655000000000025 -0.058769999999999996 -0.0015749999999999998 -0.10519499999999998 -0.019324999999999998 0.083950000000000011 0.09550500000000002 -0.13027499999999997 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 -3 -6 -7 8 -8 11 -11 -10 -13 -14 15 16 -15 -17
right_child=1 2 -4 -5 5 6 7 -9 9 10 -12 12 13 14 -16 17 -18 -19
leaf_value=-0.00091305772036896001 -0.00067646231339033545 -0.00055580649309406032 0.00073886777721180851 -0.00077208315969803671 -0.00052467287056497927 -0.00050374972411218856 0.0006631506284085904 0.00087371217746760204 -0.00044769327395581765 0.00025770643636184695 -0.0010445367647682158 0.00078204794785901731 0.00063427302253963561 0.00010395190254987106 0.00045804663700076305 -1.5765666607366818e-06 -0.00057605963309152644 0.00046432353868756975
leaf_weight=0.0011310411941751882 0.0010556568512960487 0.0012623159558890406 0.0014283124065321553 0.0010140776968001744 0.0010375210244971114 0.0010305034486599854 0.0013312886835896215 0.0010048750332135878 0.0010602980665538235 0.0010256884963837365 0.0010231271001154276 0.0017355264662284294 0.0011709232267973534 0.0015450485529275842 0.0016869339579838171 0.0010399974105057552 0.0018869210810517232 0.0011102961805367073
leaf_count=491 55 454 116 109 81 280 71 107 156 35 220 82 142 55 260 41 335 31
internal_value=0 3.2746e-05 6.77415e-05 1.97293e-05 6.2099e-05 0.000106194 0.000145502 0.000188333 0.000141212 8.89077e-05 -0.000392601 0.000176708 0.000241771 0.000130674 4.95547e-05 -7.38896e-05 -0.000269923 0.000238989
internal_weight=0 0.0224493 0.0213937 0.0199653 0.0189513 0.0176889 0.0166514 0.0156209 0.014616 0.0132848 0.00204882 0.0112359 0.0101756 0.00844012 0.0072692 0.00558226 0.00343197 0.00215029
internal_count=3121 2630 2575 2459 2350 1896 1815 1535 1428 1357 255 1102 946 864 722 462 390 72
is_linear=0
shrinkage=0.00151575


Tree=1971
num_leaves=13
num_cat=0
split_feature=0 1 2 14 151 12 3 4 13 13 16 4
split_gain=5.70684e-05 0.000116036 0.00012887 0.000143085 0.000235361 0.0001081 0.000136527 0.000118385 9.3999e-05 0.000138885 6.96019e-05 8.77933e-05
threshold=-0.061629999999999997 0.085110000000000005 0.089775000000000008 -1.0000000180025095e-35 -0.0083949999999999979 -1.0000000180025095e-35 -0.10023499999999998 -0.27825499999999997 -0.012549999999999997 -0.083499999999999977 -0.16927999999999996 -0.0016099999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 8 10 -4 -5 -2 7 -7 9 -1 -3 -12
right_child=5 2 3 4 -6 6 -8 -9 -10 -11 11 -13
leaf_value=-0.0019037379273579799 0.002064502766566099 0.00042198373677124033 -0.001000078818436011 -0.00027280673863780934 0.0027188828608415024 -0.00027895135159340954 -0.001007795647537826 0.0023705853622564207 -0.0025917805430618864 0.0010174856836007169 -0.00019311583460209257 -0.0024655682710749338
leaf_weight=0.0010734283879673574 0.0010914307579049168 0.0011244775732037124 0.0011254314232234108 0.0015735703824991121 0.0018159426356123727 0.0010802662311992783 0.0019909047228401358 0.0010822894645119152 0.0010042477691308569 0.0010152541651758801 0.0011066932641462593 0.001073927534931518
leaf_count=571 128 85 88 140 167 110 252 94 522 447 385 132
internal_value=0 -0.000239882 0.000127299 0.000749186 0.00133 0.000478781 6.20911e-05 0.00104706 -0.00116825 -0.000483807 -0.000722233 -0.00131227
internal_weight=0 0.010913 0.00782004 0.00451494 0.00338951 0.00524489 0.00415346 0.00216256 0.00309293 0.00208868 0.0033051 0.00218062
internal_count=3121 2537 997 395 307 584 456 204 1540 1018 602 517
is_linear=0
shrinkage=0.00566207


Tree=1972
num_leaves=17
num_cat=0
split_feature=1213 1374 457 11 4 403 0 15 151 160 13 15 2 15 16 15
split_gain=0.000433619 0.000210829 0.000250868 0.00024216 0.000158816 0.000167742 0.000281803 0.000272465 0.000213912 0.000332365 0.000174082 0.000282673 0.000227941 0.00019923 0.000243268 6.04241e-05
threshold=-1.0000000180025095e-35 -0.094929999999999987 0.088350000000000026 0.087830000000000005 0.27287000000000006 0.03138500000000001 0.15398500000000004 0.088235000000000022 -0.086654999999999982 -0.082299999999999984 -0.084034999999999985 1.0000000180025095e-35 0.09167500000000002 -0.016799999999999995 -0.056919999999999991 -0.43375999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 5 6 8 -7 -3 -10 12 13 -11 14 -12 -6
right_child=1 2 -4 -5 15 7 -8 -9 9 10 11 -13 -14 -15 -16 -17
leaf_value=-0.0009156235598013554 -0.00061304211579639423 0.00042866987697764736 0.00066552002406507292 -0.00063894193990655609 0.00019262486571535961 -0.00010575956938635465 0.00059379122124169422 0.00092298732457375557 -0.00076068264131969314 0.00065669755915382809 0.00013490854777378024 -0.00069789084747295808 -0.00011980775139673892 0.00052458881570169747 -0.00069108695902761171 0.00069492190820480719
leaf_weight=0.0010794467368323837 0.0010287791286076589 0.0013691828793773739 0.0013681459621212857 0.0011155861686154003 0.0010155447535073608 0.0011419689483545539 0.0013164125665980917 0.0010478669705895616 0.0017694770708568406 0.001350742373669952 0.0018748742648420609 0.0018291343165764279 0.0019765386242533989 0.0010888421422935498 0.0012690764696580703 0.0010177667526047275
leaf_count=491 55 158 116 118 146 131 31 38 402 191 126 455 124 116 296 127
internal_value=0 3.057e-05 6.27888e-05 1.98016e-05 6.04762e-05 1.18349e-05 -4.74298e-05 0.00038651 -0.000114809 -0.000181494 -7.23408e-05 -0.000219311 0.000195422 -1.25003e-05 -0.00019851 0.000444048
internal_weight=0 0.0215799 0.0205512 0.019183 0.0180674 0.0160341 0.0138443 0.00218984 0.0125279 0.0111587 0.00938921 0.00606193 0.00332728 0.00423279 0.00314395 0.00203331
internal_count=3121 2630 2575 2459 2341 2068 1899 169 1868 1710 1308 993 315 538 422 273
is_linear=0
shrinkage=0.00145689


Tree=1973
num_leaves=20
num_cat=0
split_feature=1213 124 42 159 50 43 4 12 131 0 48 47 52 2 3 4 4 13 47
split_gain=0.000427814 0.000227074 0.000341868 0.000260421 0.00027232 0.000309452 0.000399991 0.000358244 0.000229048 0.000210699 0.000322548 0.000245121 0.000198883 0.000301933 0.000354896 0.000250399 0.000290459 0.000166026 0.000107971
threshold=-1.0000000180025095e-35 0.10195500000000002 -0.11051499999999999 -0.032739999999999991 0.099210000000000007 -0.14968999999999996 -0.49013999999999996 0.10345000000000001 0.087580000000000005 -0.019414999999999998 -0.084044999999999995 0.077555000000000013 -0.087284999999999988 0.11215000000000001 -0.076669999999999988 0.018150000000000003 -0.0016099999999999997 0.19762500000000002 0.09550500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 5 17 -7 8 9 10 -8 12 -12 14 -14 16 -16 -5 -13
right_child=1 -3 3 4 -6 6 7 -9 -10 -11 11 18 13 -15 15 -17 -18 -19 -20
leaf_value=-0.0009742643663523666 -0.0009033097145162292 0.00074935548026200459 -0.00058133379002364076 0.00099824388009667935 0.00088301445382438616 -0.00098503506043480537 -0.00090977926358461506 0.00086939270996669185 -0.00073945547028085904 0.00056628425131922564 -0.00036086154981816596 -0.00078164121576755662 -0.00010342384136379068 -0.00042805004886322545 0.0010501959029508604 0.0013568002641584621 -0.00010298616408201935 0.00015601875020074092 -0.00012342356753310444
leaf_weight=0.0011149713812360065 0.0010118685155484147 0.0010306904157946209 0.0015772705411109525 0.0011691455087614591 0.0010081108024551635 0.0010337698595241857 0.001004962138543509 0.0011640268538039697 0.0010780571527019981 0.0015316636627667858 0.0014601481978983467 0.0010666275278637958 0.0018510684840676427 0.0012005279174866594 0.001034797687086586 0.0011410879288816234 0.0011433373135432134 0.0011591763469445127 0.0014792947522438843
leaf_count=491 128 42 387 68 169 127 59 135 245 104 226 47 443 113 73 71 35 57 101
internal_value=0 2.58273e-05 -7.89355e-06 3.50406e-05 8.48306e-05 4.13772e-05 -3.59332e-05 2.88054e-05 -4.11271e-05 1.71713e-05 -5.67232e-05 2.5892e-05 0.000164089 0.000284405 0.000449835 0.000758377 0.000444873 0.000578934 -0.000399187
internal_weight=0 0.0231456 0.0221149 0.0211031 0.0195258 0.0185177 0.0161894 0.0151556 0.0139916 0.0129135 0.0113819 0.0103769 0.00783097 0.00637082 0.00517029 0.00331922 0.00217814 0.00232832 0.00254592
internal_count=3121 2630 2588 2460 2073 1904 1779 1652 1517 1272 1168 1109 961 735 622 179 108 125 148
is_linear=0
shrinkage=0.00157699


Tree=1974
num_leaves=11
num_cat=0
split_feature=11 3 457 160 133 2 0 1 42 4
split_gain=6.2414e-05 7.86666e-05 7.64177e-05 0.000127859 0.000166354 0.000145226 0.000184461 0.000175753 0.000138533 0.000162802
threshold=0.081790000000000015 -0.12018999999999998 -0.0029299999999999994 -0.080719999999999986 -1.0000000180025095e-35 0.11411 -0.10607499999999999 0.091785000000000019 0.088200000000000014 -0.082109999999999975
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 -5 6 7 -6 9 -8
right_child=-2 2 3 4 5 -7 8 -9 -10 -11
leaf_value=0.001212135358923952 -0.0013469697543505145 -0.0015368771352694268 -0.0014066040901529696 -0.0014418400771097671 0.00054436138839657623 -0.00098498605164648654 0.0011260976783959748 0.0038659033970306553 0.0020341418993940425 -0.001529606143697268
leaf_weight=0.0019784465964964157 0.0011670256982372331 0.0011726983335844125 0.0017967858041317277 0.0016052642275400158 0.0010215599305833959 0.0015683922797595316 0.001555028913851733 0.0013161172336050853 0.001268619913041117 0.0017958726607854442
leaf_count=180 175 244 499 704 61 268 194 99 378 319
internal_value=0 9.53576e-05 -7.33011e-05 7.05944e-05 0.000332587 0.00066669 0.00103903 0.0024144 0.000343042 -0.000297193
internal_weight=0 0.0150788 0.0131003 0.0119276 0.0101309 0.00852559 0.0069572 0.00233768 0.00461952 0.0033509
internal_count=3121 2946 2766 2522 2023 1319 1051 160 891 513
is_linear=0
shrinkage=0.00600863


Tree=1975
num_leaves=20
num_cat=0
split_feature=1213 1447 453 4 158 1374 457 1 15 49 51 4 43 47 16 16 403 12 12
split_gain=0.000435384 0.000286014 0.000268262 0.00035817 0.000216392 0.000220942 0.000260544 0.000181008 0.00018049 0.000223378 0.000298526 0.000243465 0.000281085 0.000229218 0.00030963 0.000347253 0.000234911 0.000124649 0.00011112
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 1.0000000180025095e-35 0.27287000000000006 1.0000000180025095e-35 -0.094929999999999987 0.088350000000000026 0.111945 -0.11713499999999999 -0.006494999999999999 0.045645000000000005 -0.51843499999999987 -0.27207999999999993 0.10254000000000001 0.22339500000000004 -0.020119999999999996 0.03138500000000001 0.084225000000000008 0.091625000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 5 -3 8 -5 -7 10 18 -11 -13 14 15 16 17 -14 -10
right_child=1 2 -4 7 -6 6 -8 -9 9 11 -12 12 13 -15 -16 -17 -18 -19 -20
leaf_value=-0.00099673930302760253 -0.00077986791237541833 -0.0006562303692617381 -0.00073486286371361937 0.0002404562176508406 -0.00067594347672751698 -0.00053122669316618774 0.00083261822599599853 0.001119645016001419 -0.0010010998787196366 -0.00050664506282213097 0.00044051837378193025 -0.00048707582374733289 0.00019073518101363953 0.0010304234330335245 -0.00043105534150503385 0.0010074684708073175 0.00074240521689006604 -0.00052289117701059926 -0.00024646540662398586
leaf_weight=0.0011215647084005234 0.0010740066665493727 0.0010012887608397128 0.0010185347951292547 0.0011816482225270883 0.0010497946124011391 0.0012128636894352908 0.0012341038831111808 0.0012434686886703492 0.0010144185433362289 0.0010483466508368578 0.0010244178918785707 0.0010186194112056209 0.0015434813968345741 0.00129353507297153 0.0012537531540193353 0.0019322368629953899 0.0012638322997089446 0.0010739203403452857 0.0010050892810617995
leaf_count=491 255 49 78 77 218 141 76 240 188 25 71 55 62 74 238 215 62 468 38
internal_value=0 3.01436e-05 7.07705e-05 0.000111004 3.2696e-05 7.66635e-05 0.000122763 0.000691257 6.31058e-05 0.000116614 -0.000266754 0.000228522 0.000310693 0.000407887 0.000293943 0.000450298 0.000172916 -0.000102066 -0.000625526
internal_weight=0 0.0224874 0.0214134 0.0203948 0.0179697 0.0169199 0.0159186 0.00242512 0.0146845 0.0134717 0.00304393 0.0104277 0.00937938 0.00836076 0.00706722 0.00581347 0.00388123 0.0026174 0.00201951
internal_count=3121 2630 2375 2297 1980 1762 1713 317 1637 1496 297 1199 1174 1119 1045 807 592 530 226
is_linear=0
shrinkage=0.00160853


Tree=1976
num_leaves=17
num_cat=0
split_feature=1213 124 42 1447 15 151 1 15 43 16 49 16 3 16 2 2
split_gain=0.000455143 0.000241952 0.00033904 0.000200425 0.000185822 0.000162435 0.000211055 0.000207993 0.000284062 0.000515447 0.000327742 0.000310296 0.000345718 0.000246368 0.000331431 0.000185795
threshold=-1.0000000180025095e-35 0.10281000000000001 -0.11051499999999999 -1.0000000180025095e-35 -0.24436499999999997 0.086470000000000005 0.13146500000000003 -0.11713499999999999 -0.15582499999999996 0.22339500000000004 -0.087004999999999985 -0.014034999999999997 -0.013929999999999998 -0.083134999999999987 0.093175000000000022 0.088225000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 -5 6 7 -6 -9 10 -10 13 -13 14 15 -12
right_child=1 -3 3 4 5 -7 -8 8 9 -11 11 12 -14 -15 -16 -17
leaf_value=-0.00091612746276435654 -0.00081252567459983436 0.00072539486967416046 -0.00057453445094990082 0.00057079236881960613 -0.00053962964188062062 0.00059824845080661427 0.00057630059734278501 0.00056242895657387438 -0.00064535364630002173 -0.00080900028590023538 6.1749606902256038e-05 -5.4049920164405274e-05 0.0010113026763727967 -0.00045057590440595604 -0.0005009958560076111 0.00073827313732006798
leaf_weight=0.0011292999805451445 0.0010402768114913729 0.0010188973330910725 0.0010672047812716945 0.0014762170653190741 0.0016301041507986664 0.0010176311289589171 0.0012444349738493501 0.0017326278917781908 0.001257586639310305 0.0017130732111743244 0.00177028692931355 0.0011082275061799242 0.0015519002406716607 0.0019886670594313413 0.0011888238616963309 0.0016786855840433823
leaf_count=491 130 39 245 222 174 83 78 87 72 309 225 322 76 354 147 67
internal_value=0 3.1719e-05 -1.2072e-06 4.01135e-05 7.39986e-05 3.29867e-05 -1.12223e-06 -4.71252e-05 1.02616e-05 -6.77902e-05 5.26314e-05 0.000147152 0.000567469 -2.15799e-05 0.000162372 0.000391027
internal_weight=0 0.0224846 0.0214657 0.0204255 0.0193583 0.017882 0.0168644 0.01562 0.0139899 0.0122573 0.0105442 0.00928659 0.00266013 0.00662646 0.0046378 0.00344897
internal_count=3121 2630 2591 2461 2216 1994 1911 1833 1659 1572 1263 1191 398 793 439 292
is_linear=0
shrinkage=0.00145689


Tree=1977
num_leaves=14
num_cat=0
split_feature=1 12 3 52 0 47 3 2 4 0 3 2 4
split_gain=5.37369e-05 0.000110653 0.000106379 0.000103551 9.76091e-05 0.000104544 0.000103284 0.000108692 0.000134447 8.44958e-05 8.31277e-05 7.42055e-05 2.75096e-05
threshold=0.12500000000000003 0.10866500000000003 0.13524500000000003 -0.11592499999999999 -0.060129999999999996 0.09585500000000001 -0.08824499999999999 0.084055000000000005 0.0052350000000000009 0.12500000000000003 0.11296500000000002 0.10699500000000002 -0.0019149999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 6 -5 12 -9 -6 -2 -10 -8
right_child=10 -3 -4 4 9 -7 7 8 11 -11 -12 -13 -14
leaf_value=-0.0021903216756142012 0.0021320609659343111 -0.0021468591741087366 0.0020505240759754175 -0.0017891193158534467 0.0021170830850089127 -0.002319367034329496 0.0023085289539370077 -0.001744529272237667 0.00194971832088234 -0.00026084933570027943 -0.00041229797470025714 -0.00052271159913368833 0.00078222645240431953
leaf_weight=0.0010167088345397661 0.0012038781503942884 0.0011368006895756131 0.0010362778587091901 0.0012465604479907104 0.0015645736541471363 0.0010244846351676884 0.001023451235304694 0.001696830850241686 0.0011065416363728806 0.0011345156428552924 0.0010650974806092894 0.0010329699249575636 0.0010558710781887201
leaf_count=443 149 201 67 390 136 145 348 722 173 52 130 89 76
internal_value=0 -0.000162454 1.18954e-05 -0.000165595 2.35094e-05 -0.00033719 -5.36593e-05 0.00031204 -0.000349988 0.00111756 0.000937694 0.000756013 0.00153348
internal_weight=0 0.0140756 0.0129388 0.0119025 0.0108858 0.00818671 0.00716223 0.00591566 0.00383634 0.00269909 0.00226898 0.00213951 0.00207932
internal_count=3121 2842 2641 2574 2131 1943 1798 1408 984 188 279 262 424
is_linear=0
shrinkage=0.00663402


Tree=1978
num_leaves=13
num_cat=0
split_feature=42 42 43 40 133 3 0 160 151 52 4 2
split_gain=5.50257e-05 9.43197e-05 8.99577e-05 0.000181311 0.000161572 0.000157525 0.000130491 0.000135106 0.000155854 0.000107222 0.00018647 5.26034e-05
threshold=-0.11051499999999999 -0.088669999999999985 0.16180500000000003 -0.013874999999999998 0.091410000000000005 -0.11255999999999998 -0.053834999999999994 -1.0000000180025095e-35 -0.0083949999999999979 0.024145000000000003 0.053180000000000012 0.097220000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 5 11 7 -7 -9 10 -10 -5
right_child=1 2 -4 4 -6 6 -8 8 9 -11 -12 -13
leaf_value=-0.001381399239230295 0.0019488405699332784 0.0024955060188036563 -0.0018935066774420229 0.00071150452978647723 -0.0024819331259343133 -0.0016431149943090316 -0.002428913233419878 -0.001467790336419972 -0.00097418053382304106 0.002927250750010111 0.0022357318473914603 0.002626546877304486
leaf_weight=0.0011477801281427483 0.0010788952263331023 0.001211916875773507 0.0010335795343198789 0.0014012021201971507 0.0011325192357147804 0.0016451533024836968 0.0010893827856007787 0.0013109500733261307 0.0016655988556110272 0.0010274720147953886 0.0014167070230035606 0.0010701457820025961
leaf_count=181 211 267 196 120 474 521 172 158 313 280 90 138
internal_value=0 9.58544e-05 -4.68968e-05 0.000100248 -0.000146612 0.000102272 -0.000333642 -1.06037e-05 0.000484852 0.00110771 0.000501178 0.00154076
internal_weight=0 0.0150835 0.0140046 0.012971 0.0117591 0.0106266 0.00815526 0.00706588 0.00542073 0.00410978 0.00308231 0.00247135
internal_count=3121 2940 2729 2533 2266 1792 1534 1362 841 683 403 258
is_linear=0
shrinkage=0.00650394


Tree=1979
num_leaves=13
num_cat=0
split_feature=0 1 15 4 151 150 3 1 2 15 3 2
split_gain=5.55637e-05 0.000108418 0.000166186 0.000100194 8.1254e-05 0.000129404 8.25729e-05 0.000128833 0.000123023 0.000130159 0.00010268 6.55202e-05
threshold=0.15398500000000004 0.077565000000000009 0.091295000000000015 -0.043364999999999994 0.056735000000000001 0.081835000000000019 0.10732000000000001 0.12958500000000003 1.0000000180025095e-35 -0.036009999999999993 -0.078934999999999991 0.11474000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 6 7 8 10 -10 -3 -8
right_child=-2 4 -4 -5 -6 -7 11 -9 9 -11 -12 -13
leaf_value=-0.00087374347471575289 0.0011885092651298819 -0.0022271243908824124 0.00099945042906089774 -0.0032080455631122991 -0.0013588894082578857 0.0018444947413827923 -0.0020759196268022241 0.0023683619866099424 0.0026211394311244926 -0.00032946820913956235 0.00013625201987979368 7.2861513339963628e-05
leaf_weight=0.00181602811039136 0.0012909347028866374 0.0011302780242760258 0.00112404224712781 0.0010463777662180459 0.0010846353422328961 0.0017697779500815422 0.0010147850828801097 0.0010050703425934799 0.001031844846628438 0.0011318197518287443 0.0016078029785119852 0.0010346903839160149
leaf_count=528 60 299 290 774 98 224 72 108 121 211 234 102
internal_value=0 -0.000111308 -0.000958283 -0.00172707 0.000201014 0.000374972 4.80946e-05 0.00040866 6.83578e-06 0.00107767 -0.000839348 -0.000991094
internal_weight=0 0.0147972 0.00398645 0.00286241 0.0108107 0.00972607 0.00795629 0.00590682 0.00490175 0.00216366 0.00273808 0.00204948
internal_count=3121 3061 1592 1302 1469 1371 1147 973 865 332 533 174
is_linear=0
shrinkage=0.00600863


Tree=1980
num_leaves=20
num_cat=0
split_feature=1213 1447 1374 457 124 12 52 50 160 147 457 150 16 15 15 0 16 0 12
split_gain=0.000507539 0.000256653 0.000218969 0.000281098 0.00022068 0.00025434 0.000240323 0.000346832 0.000226071 0.000295135 0.000220932 0.000207034 0.000191376 0.000234721 0.000198783 0.000215032 0.000201921 0.000121136 9.26825e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.094929999999999987 0.088350000000000026 0.10195500000000002 0.11650500000000001 0.19022000000000003 0.09524500000000001 -0.085579999999999976 0.084575000000000025 -0.0029299999999999994 0.081835000000000019 -0.51370499999999997 0.088655000000000025 -0.055554999999999993 -0.043914999999999989 -0.056919999999999991 0.15398500000000004 0.089735000000000023
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 5 6 7 8 -4 10 -10 12 -12 14 16 18 -14 -17 -16
right_child=1 2 3 -5 -6 -7 -8 -9 9 -11 11 -13 13 -15 15 17 -18 -19 -20
leaf_value=-0.00099581642036278501 -0.00069412569963290703 -0.00059966136367110173 0.00065870821393608752 0.00074830932610546214 0.00073470445616008418 -0.00068484287415049164 -0.00062005977664092481 0.00094526380453452473 -0.00061403314834502511 -0.00079741928764345013 0.00062270717390997996 0.0006825178853351639 8.4311119731400467e-05 -0.00069328537195323587 0.00029363874556283031 -0.00030929556682120918 -0.0007095248690050423 0.00030812842557564711 0.00089892881035488347
leaf_weight=0.0011746729191919039 0.0010850809594355046 0.0010952949644469348 0.0012628281719599963 0.0014134004653414958 0.0010198308814080006 0.0011346355455933146 0.0011297921145737013 0.0010504090388099565 0.0010542281103793081 0.0010165213004169069 0.0011530491213459634 0.0012930857652345426 0.0017156565574684059 0.0010889527350495523 0.0012473769443037044 0.0016688385622492044 0.0012894528546031625 0.001297827519053385 0.0010882630921353331
leaf_count=491 255 55 154 116 42 109 254 154 109 81 43 127 184 216 207 144 265 27 88
internal_value=0 2.55287e-05 6.09921e-05 9.55746e-05 4.82891e-05 1.04312e-05 5.58835e-05 0.000102947 4.46462e-05 -1.10888e-05 5.08898e-05 0.000110082 3.99159e-05 -3.15997e-05 5.51354e-05 0.000231651 -0.000256313 -3.91911e-05 0.000575666
internal_weight=0 0.0231045 0.0220194 0.0209241 0.0195107 0.0184909 0.0173563 0.0162265 0.0151761 0.0139133 0.0128967 0.0118425 0.0105494 0.00939637 0.00830742 0.00530231 0.00300511 0.00296667 0.00233564
internal_count=3121 2630 2375 2320 2204 2162 2053 1799 1645 1491 1410 1301 1174 1131 915 466 449 171 295
is_linear=0
shrinkage=0.00151575


Tree=1981
num_leaves=20
num_cat=0
split_feature=1213 1447 1374 457 11 4 16 151 160 16 0 4 16 3 13 12 3 3 42
split_gain=0.000398341 0.000249022 0.000260036 0.000265047 0.000255276 0.000271574 0.000204532 0.000237578 0.000165915 0.000243701 0.000279158 0.00029172 0.000199584 0.000186721 0.000197906 0.000170935 0.000148658 0.000134385 0.000118565
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.094929999999999987 0.088350000000000026 0.088215000000000002 0.27287000000000006 -0.36241499999999999 -0.086769999999999986 0.086075000000000013 -0.083134999999999987 -0.019414999999999998 -0.51843499999999987 0.22339500000000004 -0.074479999999999977 -0.00096999999999999983 0.092255000000000018 0.083060000000000009 0.11658 0.081660000000000024
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 5 6 -4 -8 9 15 13 -12 -13 -11 -15 18 -16 -7 -9
right_child=1 2 3 -5 -6 17 7 8 -10 10 11 12 -14 14 16 -17 -18 -19 -20
leaf_value=-0.00081413003511844064 -0.00060388096155306525 -0.0005662129919373006 -0.00037684484707787544 0.00065346378852124067 -0.00060687551549495249 0.00088949031637122712 0.00062869655121537129 0.00025690327021008679 -0.00044546245572453616 -0.00066597844264187705 -0.00030118968804529114 0.00098695330267573695 0.00016031350366450139 0.00033205257545719632 -1.2217424088980676e-05 -2.4972031208357537e-05 -0.00064059636203270579 0.00020825936390075743 0.00085559647105721269
leaf_weight=0.0010604471889895653 0.0010746974497867273 0.0011430285154734312 0.0019680029374810537 0.0014251334599469914 0.0010093755151014952 0.0010354646104070537 0.0013255764027623193 0.0011144127766153878 0.001203025238893791 0.0013452711809986521 0.0010736607657548802 0.0010244130579066969 0.001094333350336818 0.0013586155551320034 0.0015119194355987797 0.0013114268332735102 0.001242521620245185 0.0010632374365922848 0.0012962589025489191
leaf_count=491 255 55 101 116 106 175 158 163 162 563 23 52 65 179 81 119 61 90 106
internal_value=0 2.90999e-05 5.92726e-05 9.26772e-05 5.26725e-05 8.77698e-05 3.09652e-05 8.48238e-05 3.17189e-05 7.81158e-05 -4.57889e-05 0.000270363 0.000559994 -0.000230696 -8.83272e-05 0.00036609 -0.000295678 0.000544367 0.000578831
internal_weight=0 0.0236204 0.0225457 0.0214026 0.0199775 0.0189681 0.0168694 0.0149014 0.0135759 0.0123728 0.00865073 0.00319241 0.00211875 0.00545833 0.00411306 0.0037221 0.00275444 0.0020987 0.00241067
internal_count=3121 2630 2375 2320 2204 2098 1833 1732 1574 1412 1024 140 117 884 321 388 142 265 269
is_linear=0
shrinkage=0.00134594


Tree=1982
num_leaves=13
num_cat=0
split_feature=484 4 12 13 0 16 1 15 52 0 16 52
split_gain=5.77847e-05 9.85339e-05 7.45781e-05 9.24533e-05 0.000132773 0.000105956 0.000194805 0.000128172 0.000127234 0.000229258 0.000186216 9.91725e-05
threshold=-0.0068949999999999992 0.27044500000000005 0.10711000000000002 -0.094514999999999988 -0.084269999999999984 -0.094359999999999986 0.087135000000000004 0.088495000000000018 0.096795000000000006 -0.10836499999999999 -0.056919999999999991 -0.091869999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 6 -5 8 9 -7 -11 -12
right_child=1 -3 -4 5 -6 7 -8 -9 -10 10 11 -13
leaf_value=-0.0016045099716151588 -0.00034422353362007017 0.0016422507067234522 -0.0019873733331946643 0.00029133930120792074 0.0030763198483394314 0.0025738154904218018 -0.0038565161761079225 -0.0021888160808549439 0.0028318534441266817 0.0016289455153491628 -0.00063142350406254961 -0.0035451207415133318
leaf_weight=0.0011343801874522238 0.0012523312109864182 0.0019583206645949385 0.001054117537434813 0.0013367314547511272 0.0011847444307075969 0.0014214399693507924 0.0011134083154698549 0.0010541950285861551 0.00110055289865163 0.0010905601044841904 0.0013396304013295699 0.0011775852881269287
leaf_count=503 160 346 196 170 57 103 75 434 116 365 342 254
internal_value=0 0.000109646 -0.000119021 4.41326e-05 0.00131862 -0.000278265 -0.00159356 0.000170323 0.000576047 8.24047e-05 -0.000899195 -0.00199449
internal_weight=0 0.0150836 0.0131253 0.0120712 0.00243708 0.0096341 0.00245014 0.00718396 0.00612977 0.00502922 0.00360778 0.00251722
internal_count=3121 2618 2272 2076 217 1859 245 1614 1180 1064 961 596
is_linear=0
shrinkage=0.00732449


Tree=1983
num_leaves=13
num_cat=0
split_feature=41 2 52 52 13 157 3 2 3 3 3 15
split_gain=6.04618e-05 9.49448e-05 8.82329e-05 0.000127448 0.000115712 0.000117894 0.000228362 0.000178507 9.8672e-05 0.000147916 8.6023e-05 7.10523e-05
threshold=1.0000000180025095e-35 -1.0000000180025095e-35 0.19022000000000003 0.11008000000000001 -0.094514999999999988 -0.073574999999999988 0.11296500000000002 0.092120000000000021 0.0068900000000000012 -0.082974999999999979 0.16158000000000003 -0.022504999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 10 -6 7 8 9 -7 -3 -9
right_child=-2 2 -4 -5 5 6 -8 11 -10 -11 -12 -13
leaf_value=0.0018377347890829547 -0.0013754287970948434 0.0021954191248522406 -0.0017769342079892564 0.0020830318886270686 0.0014700671064278319 -0.00066225093311955946 -0.0033268333068961174 0.0022991183807523677 0.00040634372277250676 -0.0037099529536743325 -0.00022692050715632231 0.000160748317227673
leaf_weight=0.0011815387521574407 0.0012158094766716579 0.0013599501786979466 0.001101275102845232 0.0011985311651450401 0.0011483985233366788 0.0017934291310362591 0.00116133772418614 0.0010695856925399504 0.0012251009631223386 0.001013300105859794 0.0010611924427027797 0.001543467765917711
leaf_count=175 173 109 331 157 313 598 70 368 56 435 104 232
internal_value=0 0.000103558 -4.62712e-05 0.000105303 -0.000103067 -0.000437464 -0.000718087 -0.000262152 -0.00110351 -0.00176255 0.0011337 0.00103603
internal_weight=0 0.0148571 0.0136756 0.0125743 0.0113758 0.00895462 0.00780622 0.00664488 0.00403183 0.00280673 0.00242114 0.00261305
internal_count=3121 2948 2773 2442 2285 2072 1759 1689 1089 1033 213 600
is_linear=0
shrinkage=0.00637641


Tree=1984
num_leaves=13
num_cat=0
split_feature=1 15 16 3 16 51 159 1 1 12 3 16
split_gain=7.42157e-05 0.00011957 0.000126519 0.00020565 0.000121723 9.66627e-05 7.51808e-05 0.000103306 0.000115468 7.32037e-05 0.000105644 8.16052e-05
threshold=0.104035 -0.016799999999999995 -0.071854999999999988 0.097915000000000016 -0.44310499999999992 0.08955500000000001 0.082585000000000006 0.092695000000000013 0.08844500000000001 0.095565000000000011 -0.059315 -0.014034999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 4 -4 -2 6 7 8 9 10 11 -1
right_child=1 -3 3 -5 -6 -7 -8 -9 -10 -11 -12 -13
leaf_value=-0.0014433132837454472 -0.00042314319645100527 0.0019821032512710051 0.0008502500755132212 -0.0031968732128188509 0.0024832678351659641 -0.0022161648502593465 -0.0016697819863843346 -0.0018002855454196472 0.0020966839441160165 -0.0014699628180468082 0.0016951092442418385 0.00076037365827531106
leaf_weight=0.0014393288627513358 0.001196394611016869 0.0016985869733492911 0.0010222147816191622 0.0010197476300013442 0.0011481221308230413 0.0010124508693881195 0.0011330873845279438 0.0010206297465498448 0.0012837548752859668 0.0011350585823340781 0.001528434732003035 0.0013006316270727444
leaf_count=679 173 154 166 47 151 265 303 253 179 283 112 356
internal_value=0 0.000545723 -1.04907e-05 -0.00117087 0.00100014 -0.000349893 -0.00013617 8.92775e-05 0.000377671 -3.07334e-05 0.000351989 -0.000397245
internal_weight=0 0.00608507 0.00438648 0.00204196 0.00234452 0.00985338 0.00884093 0.00770784 0.00668721 0.00540345 0.0042684 0.00273996
internal_count=3121 691 537 213 324 2430 2165 1862 1609 1430 1147 1035
is_linear=0
shrinkage=0.00637641


Tree=1985
num_leaves=20
num_cat=0
split_feature=1213 124 1374 457 11 403 15 123 42 160 474 457 51 2 4 3 4 12 13
split_gain=0.000380789 0.000280918 0.000234713 0.000306842 0.000262011 0.000232829 0.000325236 0.000227311 0.000252234 0.000323141 0.000456072 0.000257163 0.00025841 0.000285441 0.000351498 0.000242419 0.000174131 0.000220901 1.10147e-05
threshold=-1.0000000180025095e-35 0.10281000000000001 -0.094929999999999987 0.088350000000000026 0.088215000000000002 0.03138500000000001 0.088235000000000022 0.083430000000000018 -1.0000000180025095e-35 -1.0000000180025095e-35 0.084660000000000027 -0.0029299999999999994 0.078435000000000019 0.11263500000000001 0.076415000000000025 0.084940000000000015 -0.083644999999999983 0.091475000000000015 -0.010094999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 7 -7 8 -4 10 15 -11 13 14 16 -10 17 -13 -18
right_child=1 -3 3 -5 -6 6 -8 -9 9 11 -12 12 -14 -15 -16 -17 18 -19 -20
leaf_value=-0.00089265312324438267 -0.00069772335947700874 0.00083151938164048426 -0.00073022133398058253 0.00071707232018204464 -0.00077844063401626661 -6.2628455993122694e-05 0.001049095441346845 0.00059735704458770795 -0.0013597261488701453 -0.00059232449745487111 0.00042558329646241852 0.00080080121998657775 0.00075899595465437199 -0.00058687703678613325 0.00078859716890163382 -0.00036511136043517535 -0.00047123615244083696 -0.00021667475017266686 -0.00024254000784658568
leaf_weight=0.0011135503561710549 0.0011055321118602626 0.0010071803235580925 0.0013704172031017816 0.0014588737724072895 0.0010262007743355719 0.0013372923350745683 0.0011876373615857805 0.001214252082327969 0.0010753862166503108 0.001111412198062601 0.001004880459307772 0.0010029157383191177 0.0015990900040056544 0.0012899873216252744 0.0017840618490998633 0.0012864849090181707 0.0010119622556323555 0.0010378408903246594 0.0010016799352641301
leaf_count=491 55 39 472 116 109 152 38 201 418 112 152 46 139 99 71 60 279 38 34
internal_value=0 3.31527e-05 -3.55421e-06 3.33406e-05 -1.82313e-05 2.4363e-05 0.000460287 -4.53426e-05 -9.88822e-05 -3.33652e-05 -0.000446805 0.000108108 0.000197305 7.13036e-05 0.000216726 -0.000817971 -3.49148e-05 0.000283357 -0.000357472
internal_weight=0 0.0229131 0.0219059 0.0208004 0.0193415 0.0183153 0.00252493 0.0157904 0.0145761 0.0132057 0.00336675 0.00983895 0.00872754 0.00712845 0.00583846 0.00236187 0.0040544 0.00204076 0.00201364
internal_count=3121 2630 2591 2536 2420 2311 190 2121 1920 1448 630 818 706 567 468 478 397 84 313
is_linear=0
shrinkage=0.00154607


Tree=1986
num_leaves=19
num_cat=0
split_feature=1213 147 1374 1447 11 51 15 158 151 16 52 0 4 12 2 16 15 4
split_gain=0.000400574 0.000293035 0.000260937 0.000270991 0.000288351 0.000346975 0.000497998 0.000257905 0.000245081 0.000707509 0.00028901 0.000393448 0.000529771 0.000271491 0.000214707 0.00017615 0.000142835 0.000260299
threshold=-1.0000000180025095e-35 0.089025000000000007 -0.094929999999999987 -1.0000000180025095e-35 0.089270000000000002 0.078435000000000019 -0.094549999999999981 1.0000000180025095e-35 -0.00099499999999999979 -0.48836499999999994 0.11434500000000002 -0.019414999999999998 -0.49405499999999997 -1.0000000180025095e-35 0.088555000000000009 -0.014034999999999997 0.088235000000000022 0.053180000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 5 7 -7 8 15 -10 11 13 -13 -11 16 -5 17 -15
right_child=1 -3 3 4 -6 6 -8 -9 9 10 -12 12 -14 14 -16 -17 -18 -19
leaf_value=-0.0010450001262521367 -0.0009408715074705554 0.00063002253264906227 -0.00088065604486646672 -0.000880305689943409 -0.00086064241103634808 0.0011677079361852071 -9.4129263918037374e-05 -0.00088962418177096795 0.0010750845906800195 -0.00087794094880999109 -0.00079020833366863356 -0.00022581064092167856 0.0011354801701204597 -0.00066652630462641607 -0.00055901721893222703 -9.3121859918371554e-05 0.00049582174136097936 0.0003005465163774973
leaf_weight=0.0012393359835408393 0.0010323783499561747 0.001115943656380707 0.0011351928710915107 0.0014787505844774951 0.0011392276109527524 0.0012497817185453952 0.0018606284985318014 0.0010556828423568662 0.0012932013355748907 0.0012728048986584582 0.0013983499609239716 0.0013577877437089825 0.0013757231930959027 0.0011532314331231816 0.0016623518086275324 0.001257167014250494 0.0014220092900560921 0.001572383693305035
leaf_count=491 51 122 255 101 101 72 269 239 58 123 152 59 73 283 300 209 134 29
internal_value=0 -0.000143464 -0.000181461 -0.000145306 -0.000104683 -6.03136e-05 0.000412885 -0.000150614 -9.94347e-05 -7.75e-06 -0.000132616 -3.89402e-05 0.000459301 -0.00023123 -8.95537e-05 -0.000518591 9.86055e-05 -0.00010863
internal_weight=0 0.0238326 0.0227167 0.0216843 0.0205491 0.0194099 0.00311041 0.0162994 0.0152438 0.0125078 0.0112146 0.00981629 0.00273351 0.00708278 0.00580998 0.00273592 0.00414762 0.00272562
internal_count=3121 2630 2508 2457 2202 2101 341 1760 1521 1211 1153 1001 132 869 746 310 446 312
is_linear=0
shrinkage=0.00154607


Tree=1987
num_leaves=21
num_cat=0
split_feature=128 1213 1374 1447 457 42 133 52 52 16 4 4 48 16 47 52 48 51 42 16
split_gain=0.000415157 0.000309125 0.00033919 0.000320432 0.000261253 0.000252274 0.000258489 0.000264176 0.000358023 0.000381892 0.000383721 0.000408521 0.000256017 0.000449771 0.000242687 0.000225355 0.000220763 0.000160284 0.000304751 0.000238213
threshold=0.086435000000000012 -1.0000000180025095e-35 -0.094929999999999987 -1.0000000180025095e-35 0.088350000000000026 -0.091214999999999977 0.10722500000000001 0.25317500000000004 0.096795000000000006 -0.056919999999999991 0.076415000000000025 -0.0070899999999999991 0.084855000000000014 0.18438500000000005 0.10954500000000002 0.11434500000000002 0.085845000000000019 0.078435000000000019 0.083995000000000014 -0.29154999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 5 -5 7 8 9 14 11 12 13 -11 16 -10 17 18 19 -7
right_child=-2 2 3 4 -6 6 -8 -9 15 10 -12 -13 -14 -15 -16 -17 -18 -19 -20 -21
leaf_value=-0.00079006281999551356 -0.00094915526876882103 -0.0007411094301708526 -0.00068134954781488908 0.00063973406055635408 0.00076270107606004874 0.00058193152900292604 -0.00068347859464593932 -0.00067796766937678634 0.0011596396933262153 6.6331222371976248e-06 0.00054353902333453721 -0.0013138276635900339 0.00044790022951341781 -0.0012783730533800874 -0.00039456794423484143 0.00021986319697008959 -0.00014535426179875527 0.0010859170502291455 0.00089864673255242932 -0.00042683008027875132
leaf_weight=0.0010724527342941539 0.0010985323091039908 0.0012044418326073716 0.001186456271719454 0.001857391193465118 0.001516294444644988 0.001021257517494753 0.0011040587144951061 0.0010111345442057043 0.0012002216353295117 0.0018260715754918012 0.0011742421810235076 0.0010149364925190005 0.0010313737481818519 0.001011860474531362 0.0011137615125720868 0.0012401144328187952 0.0014413586995929428 0.001026981844411412 0.0016806678716661215 0.0012377127472954419
leaf_count=436 207 55 243 134 115 82 277 173 49 182 64 186 143 195 51 90 89 75 130 145
internal_value=0 2.19709e-05 5.84084e-05 0.000100838 0.000143983 9.7059e-05 4.14804e-05 8.8475e-05 0.000136849 3.88738e-05 -0.000250009 -0.000440789 -0.000211787 -0.000451534 0.000271558 0.00068207 0.000387337 0.000541928 0.000400122 2.92208e-05
internal_weight=0 0.0249728 0.0239003 0.0226959 0.0215094 0.0199931 0.0181358 0.0170317 0.0160206 0.0135802 0.00605848 0.00488424 0.00386931 0.00283793 0.00752174 0.00244034 0.00640798 0.00496662 0.00393964 0.00225897
internal_count=3121 2914 2478 2423 2180 2065 1931 1654 1481 1342 770 706 520 377 572 139 521 432 357 227
is_linear=0
shrinkage=0.00154607


Tree=1988
num_leaves=18
num_cat=0
split_feature=1213 1447 128 1374 457 11 4 0 403 51 16 16 16 16 2 0 4
split_gain=0.00036555 0.00024341 0.000251892 0.000232387 0.000316594 0.000220967 0.000285979 0.000203337 0.000320365 0.000214368 0.000212798 0.000177704 0.000394109 0.00043831 0.000340356 0.000282718 0.000211237
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 0.086435000000000012 -0.094929999999999987 0.088350000000000026 0.08776500000000001 0.27287000000000006 0.18019500000000002 0.03138500000000001 0.078435000000000019 -0.090344999999999995 -0.014034999999999997 0.22339500000000004 0.41553500000000004 0.092755000000000018 -0.11756999999999999 0.053180000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 5 6 7 8 9 11 -11 15 14 -14 -13 -5 -17
right_child=1 2 -4 4 -6 -7 -8 -9 -10 10 -12 12 13 -15 -16 16 -18
leaf_value=-0.00078151289675119342 -0.00061667539832994066 -0.00053688830996635349 -0.00062696654505814181 -0.00082666518934289507 0.00073980978969450013 -0.00055529897534561457 0.00061932152105910216 0.0005932431734250197 0.00053226219988122304 0.0007728410470750752 -6.1844424136601301e-05 -3.8245582376731818e-05 -0.00095432196024608398 0.00015311504163237569 0.00098339806808039648 -0.00045378908639306367 0.00026872074907273945
leaf_weight=0.0011494233326090611 0.0010978743002924484 0.0010983941255249255 0.0010041715764091538 0.0016729402619271028 0.0015169541164681407 0.0010314321409423668 0.0019371654484018992 0.0012434087094619342 0.0019486756868176977 0.0010465428199687432 0.0014003228635427476 0.0014896025704922815 0.0012941024802603784 0.0015286010018675938 0.0011203369713817246 0.0016962169779898076 0.0014909216024356353
leaf_count=491 255 55 140 87 115 108 256 22 147 93 190 290 151 109 114 398 100
internal_value=0 2.71723e-05 5.85609e-05 9.05556e-05 0.00012431 7.49099e-05 0.000111287 4.95141e-05 3.48569e-06 -7.73971e-05 0.000295157 -0.000165964 8.06751e-06 -0.000354603 0.000400303 -0.000360497 -0.000115804
internal_weight=0 0.0236177 0.0225198 0.0215156 0.0204172 0.0189003 0.0178688 0.0159317 0.0146883 0.0127396 0.00244687 0.0102927 0.00543264 0.0028227 0.00260994 0.00486008 0.00318714
internal_count=3121 2630 2375 2235 2180 2065 1957 1701 1679 1532 283 1249 664 260 404 585 498
is_linear=0
shrinkage=0.00140032


Tree=1989
num_leaves=20
num_cat=0
split_feature=1213 1374 457 11 4 150 48 159 51 0 403 52 13 1 0 16 3 0 52
split_gain=0.000480684 0.000336831 0.000360834 0.000274928 0.000249957 0.000371777 0.000326515 0.000315184 0.000199587 0.000215943 0.000473287 0.000260559 0.00048636 0.000274688 0.00024949 0.000219564 0.000149393 0.000102347 7.52214e-05
threshold=-1.0000000180025095e-35 -0.094929999999999987 0.088350000000000026 0.088215000000000002 0.27287000000000006 -0.091259999999999994 -0.084044999999999995 -0.032739999999999991 0.078435000000000019 0.18019500000000002 0.03138500000000001 0.10160000000000001 -0.084034999999999985 0.092390000000000014 -0.084044999999999995 -0.0024749999999999993 0.11924500000000002 -0.10096999999999999 -0.049749999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 5 -3 -7 -8 9 10 11 12 14 15 -9 -14 -6 -15 -10
right_child=1 2 -4 -5 16 6 7 8 18 -11 -12 -13 13 17 -16 -17 -18 -19 -20
leaf_value=-0.00092109110873957178 -0.00071651764443453672 0.00081290255250959613 0.00071176170847019461 -0.00068657932234288219 0.00079675128792667832 -0.0008394451135477313 -0.0007104352361515891 -4.3101206938763718e-05 0.00019262385605481455 0.00054488843389177742 0.00056602254495124755 -0.00080519165227625007 -0.0011360626820927661 0.00016101933755250023 0.00083519545549508214 -0.00024136162973834409 7.3208830756738217e-05 -0.00034485298760395617 0.00072819197688164838
leaf_weight=0.001161823808978917 0.0012063234885815169 0.001052918556476711 0.0016014598043226627 0.0010999890572391804 0.0013409216695957097 0.0010342922727709638 0.0012157142473493898 0.0013539515300984503 0.0011171747460605036 0.0012356498277992243 0.0019044988666509508 0.0013115837255132665 0.0012693332536794499 0.0016141455026134066 0.0012870169040945477 0.001000745826834161 0.0010288825714920569 0.0016499219780907182 0.001026704174645233
leaf_count=491 55 59 116 109 188 48 378 190 117 21 135 145 345 43 66 238 89 164 124
internal_value=0 1.92975e-05 5.76485e-05 9.02416e-06 4.64521e-05 -1.07373e-05 -6.16885e-05 -1.13691e-05 4.6168e-05 -2.22461e-05 -8.37655e-05 -0.000214213 -0.000119399 -0.000360066 0.000384917 -0.000741641 0.000482616 -9.46892e-05 0.000449108
internal_weight=0 0.0243512 0.0231449 0.0215434 0.0204435 0.0180737 0.0170207 0.0159864 0.0147707 0.0126268 0.0113912 0.0094867 0.00817511 0.00553415 0.00264097 0.00227008 0.0023698 0.00326407 0.00214388
internal_count=3121 2630 2575 2459 2350 2073 2014 1966 1588 1347 1326 1191 1046 790 256 583 277 207 241
is_linear=0
shrinkage=0.00142833


Tree=1990
num_leaves=17
num_cat=0
split_feature=1213 1447 1374 457 11 4 16 151 0 403 52 0 15 15 16 1
split_gain=0.000366655 0.000215914 0.000198752 0.000294176 0.000187367 0.000273455 0.000202247 0.000187365 0.000141227 0.000267184 0.00023145 0.00042625 0.000237618 0.000256171 0.000287625 3.63084e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.094929999999999987 0.088350000000000026 0.088065000000000018 0.27287000000000006 -0.36241499999999999 -0.086769999999999986 0.18019500000000002 0.03138500000000001 0.10160000000000001 -0.019414999999999998 0.084050000000000014 -0.0058549999999999991 -0.056919999999999991 0.094385000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 5 6 -4 -8 9 10 11 12 13 14 15 -9
right_child=1 2 3 -5 -6 -7 7 8 -10 -11 -12 -13 -14 -15 -16 -17
leaf_value=-0.00084034715924058282 -0.00061866711226356611 -0.00055306706024270565 -0.00042787424732437714 0.00070978476780889793 -0.00055579629131936436 0.00057257067234598444 0.00059530429531663427 -5.5903505586598361e-05 0.0005029751387591356 0.00051129924306913546 -0.00059383622249543661 0.00062014144004359916 -0.00067899043989942253 0.00055066281678117725 -0.00062373973635422965 0.00030888054613702063
leaf_weight=0.0010626144024010456 0.0010361557692194828 0.0010638429848048849 0.001926533710969367 0.0014095538877419147 0.0010403939345575699 0.0019508769768138865 0.0012418780107056335 0.0010448989707333963 0.0011036897494478568 0.0015999340195476395 0.0017223663736586079 0.001699134483682095 0.0015121259223393607 0.0011766049871213546 0.0018423279591000402 0.0011913255897031405
leaf_count=491 255 55 101 116 109 264 158 107 22 127 296 108 346 90 416 60
internal_value=0 1.81953e-05 4.88514e-05 8.01464e-05 3.35631e-05 6.76057e-05 6.26861e-06 6.54432e-05 1.44037e-05 -3.13376e-05 -0.000116547 -1.945e-05 -0.000180039 -3.64702e-05 -0.00020585 0.000138431
internal_weight=0 0.0225616 0.0215255 0.0204616 0.0190521 0.0180117 0.0160608 0.0141343 0.0128924 0.0117887 0.0101888 0.00846642 0.00676728 0.00525516 0.00407855 0.00223622
internal_count=3121 2630 2375 2320 2204 2095 1831 1730 1572 1550 1423 1127 1019 673 583 167
is_linear=0
shrinkage=0.00142833


Tree=1991
num_leaves=12
num_cat=0
split_feature=1 0 2 1 0 51 151 0 133 43 16
split_gain=6.53859e-05 0.000111911 0.000106691 0.000111942 9.90651e-05 8.30449e-05 7.16879e-05 0.000163921 7.38653e-05 6.03944e-05 0.000118746
threshold=0.104035 -0.036484999999999997 1.0000000180025095e-35 0.11181500000000001 -0.15202999999999997 0.08955500000000001 -0.016164999999999995 -0.10224499999999999 -0.085499999999999979 -0.084004999999999982 -0.056919999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 -2 -4 -5 6 -1 -8 -9 -10 -11
right_child=1 -3 3 4 -6 -7 7 8 9 10 -12
leaf_value=0.001339775120289531 -0.0016935449586502783 0.0027048051423576251 0.0031343718107656703 -0.0016842920201614237 0.0015803047496176803 -0.0025829398634053622 -0.0027512986494471654 0.0020640281824829926 0.00079571412117980598 0.0006347148359168817 -0.0026454934922187207
leaf_weight=0.001654353467977987 0.0015594063193619528 0.0013243036173079007 0.0010004101415375111 0.0012364251849280306 0.0011957738751203137 0.0010523666666845096 0.0016742843743251801 0.0010470328319595185 0.0019471915388394705 0.0014077417858853122 0.0014810254783398334
leaf_count=353 171 176 84 65 195 265 217 305 334 486 470
internal_value=0 0.0006149 6.04803e-05 0.00085732 -7.92756e-05 -0.000430847 -0.000184985 -0.000518768 0.000116605 -0.000305032 -0.001047
internal_weight=0 0.00631632 0.00499202 0.00343261 0.0024322 0.010264 0.00921163 0.00755728 0.00588299 0.00483596 0.00288877
internal_count=3121 691 515 344 260 2430 2165 1812 1595 1290 956
is_linear=0
shrinkage=0.00808683


Tree=1992
num_leaves=11
num_cat=0
split_feature=11 13 1 39 15 16 15 4 160 1
split_gain=6.992e-05 7.35926e-05 0.000206359 0.000112055 0.000105688 0.00015799 0.000108401 0.00033635 9.5022e-05 0.000152607
threshold=0.081790000000000015 -0.094514999999999988 0.08844500000000001 0.085220000000000004 0.088655000000000025 -0.18708499999999997 -0.0088349999999999974 -0.084369999999999987 -0.030779999999999998 0.094465000000000007
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 -3 8 -8 -7 -10
right_child=-2 3 -4 -5 -6 6 7 -9 9 -11
leaf_value=-0.00041102165692850126 -0.0015345122295787033 -0.0018909775616579329 0.0028717242499985739 0.0015727235372198919 -0.001787965134856725 -0.0020203960852488859 -0.0008844790111321581 0.0036247903609708376 -0.0010112973653122006 0.0018502664539771475
leaf_weight=0.0019555564970081931 0.0012013351459904112 0.0016416373096486579 0.0013828185874059512 0.001417996413905497 0.0018461769547596435 0.0010343390245534058 0.0014166099345609817 0.001382725255914017 0.0017924522014029151 0.0014073112919792408
leaf_count=173 175 157 177 277 601 386 339 279 423 134
internal_value=0 9.50911e-05 0.000948754 -0.000143605 -0.000374922 -7.42066e-05 0.000349836 0.00134286 -0.000306694 0.000247268
internal_weight=0 0.0152776 0.00333838 0.0119392 0.0105213 0.00867508 0.00703344 0.00279934 0.0042341 0.00319976
internal_count=3121 2946 350 2596 2319 1718 1561 618 943 557
is_linear=0
shrinkage=0.00650394


Tree=1993
num_leaves=18
num_cat=0
split_feature=1213 1374 457 11 1447 4 16 2 4 2 52 43 16 16 133 2 2
split_gain=0.000406675 0.0002586 0.000318777 0.000296557 0.000227538 0.000290654 0.000186899 0.000252987 0.000235059 0.000224175 0.000213767 0.000174148 0.000187292 0.000329999 0.000210545 0.000152398 0.000113419
threshold=-1.0000000180025095e-35 -0.094929999999999987 0.088350000000000026 0.088215000000000002 -1.0000000180025095e-35 0.27287000000000006 -0.36241499999999999 0.10912000000000001 -0.49405499999999997 0.10045500000000002 -0.0064899999999999992 -0.20207499999999998 -0.014034999999999997 -0.083134999999999987 -1.0000000180025095e-35 0.079055000000000014 0.13712500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 -3 6 -6 8 -8 10 15 -12 13 14 -13 -10 -9
right_child=1 2 -4 -5 5 -7 7 16 9 -11 11 12 -14 -15 -16 -17 -18
leaf_value=-0.00094288041502041365 -0.00071579190111858125 -0.00066759955638689809 0.00076946835841569929 -0.00079949586936535954 -0.00043624790112753193 0.00066382309311535203 -0.000689606550361698 0.00081261071844889626 9.0776518026085091e-06 0.00067380398532721679 -0.00043138225907862304 -3.2633674042327429e-06 0.00088717964385930917 -0.00041539267351127062 0.00096844186717042586 -0.00064463047410281656 0.00014585198023336495
leaf_weight=0.001129451699780167 0.0011116606739420823 0.0010210916628647154 0.0014844823811527011 0.0010601949632254018 0.0019067145991706258 0.0020059854251891765 0.0011397048477101929 0.0015171256664897057 0.0017250759072925358 0.0013141147279705093 0.0010144652752082078 0.0010289219364931768 0.0010213018561084589 0.0016153561297182206 0.0012027718600449398 0.0018252815136044764 0.0010905036358592746
leaf_count=491 55 252 116 109 101 265 85 176 166 139 48 175 115 291 115 338 84
internal_value=0 2.62679e-05 6.38101e-05 1.26823e-05 5.70023e-05 9.71975e-05 2.78956e-05 8.8952e-05 -8.62783e-06 6.35871e-05 -2.14209e-05 0.000163001 0.000286858 0.000127487 0.000520437 -0.000327002 0.000533774
internal_weight=0 0.0230848 0.0219731 0.0204886 0.0194284 0.0184073 0.0164013 0.0144946 0.011887 0.0107473 0.00943317 0.00588282 0.00486835 0.00384705 0.00223169 0.00355036 0.00260763
internal_count=3121 2630 2575 2459 2350 2098 1833 1732 1472 1387 1248 744 696 581 290 504 260
is_linear=0
shrinkage=0.00157699


Tree=1994
num_leaves=12
num_cat=0
split_feature=42 42 457 4 16 2 133 52 47 4 16
split_gain=6.64609e-05 8.37828e-05 9.61012e-05 8.46894e-05 0.000195366 0.000179801 0.00014449 0.000124528 0.000117822 0.000138978 0.000130952
threshold=-0.11051499999999999 -0.088669999999999985 0.088350000000000026 0.40473500000000007 -0.36241499999999999 0.10912000000000001 0.088625000000000009 -0.087769999999999987 0.092710000000000015 -0.059649999999999988 -0.0048099999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 -3 6 7 -6 9 10 -9
right_child=1 2 -4 -5 5 -7 -8 8 -10 -11 -12
leaf_value=-0.0017273591659832154 0.0020382479647743073 -0.0030552899596173319 0.0016594201835557589 0.0012567220931647895 -0.002145323372824835 0.0018542030789490825 -0.0031836131926332627 -0.0018707451480631599 -0.0019060462546262543 0.0024219474197090356 0.0016215373244834145
leaf_weight=0.0011444852829411841 0.0011123509429086633 0.0013980852650446766 0.0015708505756575975 0.0017050528816728713 0.0014285655975988408 0.0019595056279706757 0.0010309718100882451 0.0012890736595406686 0.0010352524412389208 0.0017480594165888569 0.0010413885751118226
leaf_count=181 211 143 144 259 354 322 415 461 115 425 91
internal_value=0 0.000102429 -4.91395e-05 -0.000261541 -0.000498366 -0.000123367 -0.00063504 -0.000233425 0.000300676 0.000860809 -0.000310186
internal_weight=0 0.0153192 0.0142068 0.012636 0.0109309 0.00953282 0.00757331 0.00654234 0.00511377 0.00407852 0.00233046
internal_count=3121 2940 2729 2585 2326 2183 1861 1446 1092 977 552
is_linear=0
shrinkage=0.00732449


Tree=1995
num_leaves=13
num_cat=0
split_feature=48 48 51 4 0 15 15 3 16 0 13 0
split_gain=6.66033e-05 0.00012075 0.000123212 0.000125747 9.11862e-05 7.46849e-05 0.00015442 0.000135941 0.000101499 0.000134017 0.000164147 9.11671e-05
threshold=0.12879500000000002 0.096390000000000017 0.08955500000000001 0.27834500000000006 -0.17169499999999996 -0.016799999999999995 -0.08730499999999998 0.10542000000000001 0.15891500000000003 -0.0058249999999999994 -0.0034749999999999994 -0.083914999999999976
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 6 -6 8 9 10 11 -7
right_child=-2 -3 -4 -5 5 7 -8 -9 -10 -11 -12 -13
leaf_value=0.0016654754688062189 -0.0016049511509200547 0.0018152230051147497 -0.0018365669391131566 0.0021971303694719967 3.9149015839409578e-05 0.0015313442769201401 -0.0029116528456159733 0.0020000068388766777 -0.002138669839206729 0.0021662968171046954 -0.0027185194372888024 -0.00099814415881052752
leaf_weight=0.0011187332591713365 0.0010497111850518151 0.0015407292668503008 0.0015429731703033934 0.0011139772689896339 0.0019058094133586091 0.0013357673560715792 0.0012372165266256972 0.0012796999720083857 0.0010821844576610617 0.0010093967537388405 0.0010196084575116041 0.0010983290837717772
leaf_count=61 90 215 310 278 375 431 343 51 132 65 266 504
internal_value=0 8.86566e-05 -0.000104899 0.000114097 -9.52021e-05 -0.000292807 -0.0011224 8.92353e-05 -0.000351718 8.15703e-05 -0.000527722 0.000389972
internal_weight=0 0.0152844 0.0137437 0.0122007 0.0110867 0.00996801 0.00314303 0.00682499 0.00554529 0.0044631 0.0034537 0.0024341
internal_count=3121 3031 2816 2506 2228 2167 718 1449 1398 1266 1201 935
is_linear=0
shrinkage=0.00650394


Tree=1996
num_leaves=13
num_cat=0
split_feature=11 3 1 3 15 43 160 151 15 0 49 15
split_gain=6.54273e-05 8.18688e-05 0.000129539 9.14971e-05 0.00026083 0.000110651 0.000152493 0.00013186 0.00013011 0.000241349 0.000158621 0.00012017
threshold=0.081790000000000015 -0.10519499999999998 0.077845000000000011 -0.078934999999999991 0.088235000000000022 -0.067199999999999996 -0.088854999999999976 -0.0083949999999999979 -0.10469999999999999 -0.10011499999999998 -0.039339999999999993 -0.053579999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 -3 11 -7 -8 -9 10 -10 -5
right_child=-2 3 -4 5 -6 6 7 8 9 -11 -12 -13
leaf_value=-0.00014064658926179888 -0.0015532385163023745 -0.0037283443597246335 0.0029313574145070362 0.00302296160467121 0.00095302120948808429 0.0021451863075814602 -0.0024938835007475946 -0.0020372766307234155 -2.243918943904768e-05 -0.0012950506579132402 0.0035673440923464587 -5.4246792637368808e-05
leaf_weight=0.001434567168865363 0.0011803490045311218 0.001088256861221157 0.0011185676387498802 0.0011298447718276448 0.0010915910249182856 0.0010655804499569719 0.0013591450160233033 0.0012760891662276803 0.0010349776256317611 0.0019898385951178038 0.0012375130731849832 0.0011963683277522947
leaf_count=117 175 1006 126 307 323 131 132 171 51 366 57 159
internal_value=0 0.000101295 0.00120525 -0.000124745 -0.00138408 0.000142052 -0.000237213 -0.000605261 -0.000141787 0.000425699 0.00193242 0.00144036
internal_weight=0 0.0150223 0.00255313 0.0124692 0.00217985 0.0102894 0.00796314 0.00689756 0.00553842 0.00426233 0.00227249 0.00232621
internal_count=3121 2946 243 2703 1329 1374 908 777 645 474 108 466
is_linear=0
shrinkage=0.0067667


Tree=1997
num_leaves=19
num_cat=0
split_feature=1213 456 1374 457 13 13 15 11 52 39 159 3 15 16 16 51 1 16
split_gain=0.000412778 0.000261557 0.000236987 0.000418039 0.000226575 0.000360452 0.000332051 0.000268331 0.000218119 0.000287783 0.000409664 0.000320555 0.000409326 0.00038626 0.000258105 0.000213006 0.00032917 0.000288775
threshold=-1.0000000180025095e-35 0.087485000000000021 -0.094929999999999987 0.088350000000000026 -0.53104499999999988 -0.39067499999999994 0.091915000000000011 0.088215000000000002 -0.40306999999999998 0.085060000000000011 -0.032739999999999991 -0.10519499999999998 -0.015744999999999999 -0.23935499999999996 -0.51370499999999997 -0.076794999999999988 0.094715000000000008 -0.083134999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 -4 -6 7 8 -7 10 -10 12 -12 14 -13 -15 17 -17
right_child=1 -3 3 -5 5 6 -8 -9 9 -11 11 13 -14 15 -16 16 -18 -19
leaf_value=-0.00084795488330602733 -0.00059364046688215586 -0.0006835485701938821 -0.0006211616680687562 0.00085678126266619103 0.00078923252204138219 -0.00048172611994237399 -0.00053602667706373417 -0.00061335322357350158 -0.00071531129657689168 0.00069317530204173904 0.0012516775929002036 1.7855787793683679e-05 0.00016626945170291466 -0.00029588721635658938 -0.0009922133512316059 0.00052342289948241276 0.00097168391269642689 -0.00024753875508646444
leaf_weight=0.0011723627169628872 0.0011117045978155096 0.0010345344819011329 0.0010275638933769883 0.0013361885204054838 0.0013157099422763342 0.0011139803965104006 0.0019887154831020595 0.0010639414007034267 0.0011527736879307993 0.0018959895660097129 0.0011436175342373622 0.0010043545393836339 0.0018643767613184476 0.0013652568880481745 0.0010617063211639192 0.0019682100474492318 0.0012661658136341458 0.0019966745613200299
leaf_count=491 40 165 32 94 86 222 353 97 256 239 66 34 81 189 73 258 57 288
internal_value=0 1.94448e-05 5.01612e-05 8.18789e-05 3.31054e-05 6.63852e-05 1.60268e-05 8.10013e-05 0.00012766 0.00017378 9.69836e-05 0.00017722 0.000578934 3.77261e-05 -0.000501198 0.000206525 0.00033765 0.000135175
internal_weight=0 0.0247115 0.0236769 0.0225652 0.021229 0.0202015 0.0188858 0.016897 0.0158331 0.0147191 0.0128231 0.0116704 0.00300799 0.00866237 0.00206606 0.00659631 0.00523105 0.00396488
internal_count=3121 2630 2465 2425 2331 2299 2213 1860 1763 1541 1302 1046 147 899 107 792 603 546
is_linear=0
shrinkage=0.00142833


Tree=1998
num_leaves=12
num_cat=0
split_feature=484 4 0 2 15 2 0 0 4 16 12
split_gain=6.06361e-05 9.92279e-05 7.27778e-05 9.95116e-05 0.000156325 0.000130024 0.000113887 0.000143918 0.000106616 0.000132214 9.25805e-05
threshold=-0.0068949999999999992 0.27044500000000005 0.15398500000000004 0.092875000000000013 -0.074054999999999996 0.089775000000000008 -0.077999999999999986 -0.052984999999999997 0.053180000000000012 -0.083539999999999989 0.09141500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 5 -5 6 8 -8 9 -2 -6
right_child=1 -3 -4 4 10 -7 7 -9 -10 -11 -12
leaf_value=-0.0013890232102863446 -0.0004288324803955323 0.0013737295243808055 0.0012745910185870729 0.00096001843484100043 -0.0027462724354234301 0.0016176780782223769 0.0025288784440787586 -0.00057045014531225216 0.00042363307702622305 -0.0033374448802862985 -0.0005640422328183211
leaf_weight=0.0011254539190015808 0.0013207264724537796 0.0019551389011476282 0.0012920469736710247 0.0010765121183878013 0.0016293204115246096 0.0017507957496536442 0.0010089776366610237 0.0012725644323431954 0.0013725984888007803 0.0010566926002061397 0.0013233704407355773
leaf_count=503 398 346 47 269 189 188 187 95 67 537 295
internal_value=0 8.57619e-05 -0.000106411 -0.000257476 -0.00103929 0.000147298 -0.000279513 0.000800181 -0.000936408 -0.00172162 -0.00176822
internal_weight=0 0.0150587 0.0131036 0.0118116 0.0040292 0.00778236 0.00603156 0.00228154 0.00375002 0.00237742 0.00295269
internal_count=3121 2618 2272 2225 753 1472 1284 282 1002 935 484
is_linear=0
shrinkage=0.0061288


Tree=1999
num_leaves=18
num_cat=0
split_feature=1213 1374 457 11 1447 4 16 2 4 2 2 16 0 13 4 2 2
split_gain=0.000385114 0.000240901 0.00029564 0.00029788 0.000185937 0.000192998 0.000151309 0.000185392 0.000230762 0.000199303 0.00018314 0.000238999 0.000282556 0.000177189 0.000173101 0.000160119 0.000125655
threshold=-1.0000000180025095e-35 -0.094929999999999987 0.088350000000000026 0.088215000000000002 -1.0000000180025095e-35 0.27287000000000006 -0.36241499999999999 0.10912000000000001 -0.49405499999999997 0.10045500000000002 0.092365000000000017 -0.083134999999999987 -0.057069999999999989 -0.084034999999999985 0.018150000000000003 0.084985000000000019 0.13712500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 -3 6 -6 8 -8 10 11 13 14 -10 -13 -15 -9
right_child=1 2 -4 -5 5 -7 7 16 9 -11 -12 12 -14 15 -16 -17 -18
leaf_value=-0.00085595379452800796 -0.00065603126957439856 -0.00054830312339408714 0.00070678500049945348 -0.00075343254687640371 -0.0003577146234862228 0.00052115493057398985 -0.00063079679904251931 0.00072899742004963906 0.00085834693095256987 0.00061378583410515034 -0.00055211368369461049 -0.00066248122385308573 0.00034822600116700571 -0.00027580821410142057 4.8176091643096873e-05 0.00054661819597026119 6.0827877992653786e-05
leaf_weight=0.0011032718549394407 0.0010472161179588815 0.001022436728376974 0.0013998789987930685 0.0010183472985443301 0.0018235455678903235 0.001964888468034629 0.0010785485905677678 0.0014380440849658402 0.0011141878018594564 0.0012871044129541551 0.0011138901916646357 0.0018957254473041365 0.0017151450519767956 0.0010083502798684521 0.0011805413123739811 0.001001526855164081 0.0010219287089721085
leaf_count=491 55 252 116 109 101 265 85 176 89 139 204 616 66 120 45 108 84
internal_value=0 2.59975e-05 5.98729e-05 1.38665e-05 5.57278e-05 9.07314e-05 3.67892e-05 8.87124e-05 1.04096e-05 7.74454e-05 9.91945e-07 7.88267e-05 -0.000125589 0.000392342 -0.000389761 0.000134009 0.000451425
internal_weight=0 0.0221313 0.0210841 0.0196842 0.0186659 0.0176434 0.0156785 0.013855 0.011395 0.0103165 0.00902937 0.00791548 0.00479141 0.00312406 0.00307627 0.00200988 0.00245997
internal_count=3121 2630 2575 2459 2350 2098 1833 1732 1472 1387 1248 1044 727 317 661 228 260
is_linear=0
shrinkage=0.00145689


Tree=2000
num_leaves=13
num_cat=0
split_feature=11 3 1 3 160 15 52 1 3 16 15 43
split_gain=5.94258e-05 6.37174e-05 0.000115105 8.22564e-05 9.08685e-05 9.84479e-05 0.000177957 0.000139039 0.000134831 0.00018714 0.000103109 7.22913e-05
threshold=0.081790000000000015 -0.10519499999999998 0.077845000000000011 -0.084074999999999997 0.088405000000000011 -0.016799999999999995 0.091275000000000009 0.091785000000000019 0.095270000000000007 -0.082179999999999989 0.035560000000000008 -0.04890499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -3 5 7 10 -5 11 -10 -7 -9
right_child=-2 3 -4 4 -6 6 -8 8 9 -11 -12 -13
leaf_value=-0.00019636457409123311 -0.0015951726721405879 -0.0019918853612856764 0.0029401554240426455 -0.0031737325661040441 0.0016814242147227276 0.0031482502655176552 -0.0018055634155404322 0.0024167129207076721 0.00057583629326044493 -0.0038370785748201362 0.00044850988296456354 -0.00025410146248406652
leaf_weight=0.0014536465788868016 0.0011899673431320359 0.0011339321776571163 0.0011047372143823814 0.0011026063440674316 0.0016227431065366218 0.0012700638350138516 0.0011736957405696358 0.0010365473089591955 0.0010472275257994573 0.0010154567405185055 0.0018858351074999002 0.00114346474553359
leaf_count=117 175 711 126 499 205 136 302 233 123 62 353 79
internal_value=0 0.000105362 0.00115802 -0.000111272 7.74834e-05 -0.000191541 0.000629415 -0.0008565 -0.00025429 -0.00159664 0.001535 0.00101581
internal_weight=0 0.01499 0.00255838 0.0124316 0.0112976 0.0096749 0.00432959 0.0053453 0.0042427 0.00206268 0.0031559 0.00218001
internal_count=3121 2946 243 2703 1992 1787 791 996 497 185 489 312
is_linear=0
shrinkage=0.00732449


Tree=2001
num_leaves=19
num_cat=0
split_feature=1213 1374 457 484 4 12 52 39 160 15 43 130 49 1 4 1 12 2
split_gain=0.000393905 0.000278047 0.000281877 0.000249336 0.000186956 0.000194912 0.000191592 0.000363827 0.000282161 0.000225474 0.000262456 0.000346019 0.000448152 0.000184618 0.00020106 0.000130156 0.000105595 9.13843e-05
threshold=-1.0000000180025095e-35 -0.094929999999999987 0.088350000000000026 -0.0068949999999999992 0.27044500000000005 -0.094384999999999983 -0.40306999999999998 0.088550000000000004 -0.091944999999999985 0.095175000000000023 0.16180500000000003 -0.0015749999999999998 -0.00064499999999999985 0.095285000000000022 -0.0016099999999999997 0.111945 0.084225000000000008 0.092120000000000021
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 5 -5 -7 8 -8 10 11 -10 -13 14 16 -6 -14 -18
right_child=1 2 -4 4 15 6 7 -9 9 -11 -12 12 13 -15 -16 -17 17 -19
leaf_value=-0.00083143112597575163 -0.00066347096813790664 -0.00055532448165423033 0.00065346761193218041 -0.00058038496737931899 0.00010295627690355492 -0.00047279607471776408 -0.00058175468405674373 0.00086018926040926742 -0.00042945068554161773 -0.00040916290810343655 -0.00049029267297720036 -0.00029970172230069721 0.00086222490446496915 0.0010035427499984844 -0.00010956191969549182 0.00071949822197291439 0.00014452213572709551 0.00069109581542774689
leaf_weight=0.0010718589034075235 0.0010667928872845059 0.001355466204633205 0.0013856681508452309 0.0010236075974852021 0.0013531435064209072 0.0012630910033281451 0.0013105460387309595 0.0010558896413540584 0.0012416334029224938 0.0014770566306256125 0.001028693725660724 0.0015747190543236068 0.0013509571983214555 0.0012048695557114186 0.0011110088385688568 0.0012337442442025368 0.0013351074016489245 0.0010147257660149123
leaf_count=491 55 463 116 65 67 261 301 71 149 112 100 164 69 53 79 233 233 39
internal_value=0 2.05092e-05 5.47337e-05 1.31146e-05 5.45866e-05 -8.02801e-07 3.88319e-05 8.59843e-05 2.13583e-05 9.10667e-05 0.000165989 0.00024242 0.00035231 0.000522959 0.000402621 0.000396999 0.000556382 0.000380548
internal_weight=0 0.0223867 0.0213199 0.0199343 0.0185788 0.0159919 0.0149683 0.0137052 0.0126493 0.0113388 0.00986171 0.00883302 0.00759139 0.00601667 0.0048118 0.00258689 0.00370079 0.00234983
internal_count=3121 2630 2575 2459 1996 1696 1631 1370 1299 998 886 786 637 473 420 300 341 272
is_linear=0
shrinkage=0.00137286


Tree=2002
num_leaves=12
num_cat=0
split_feature=403 52 52 14 52 0 2 15 2 3 42
split_gain=5.87256e-05 8.06009e-05 9.10457e-05 0.000102282 0.000121252 0.000140069 6.57845e-05 0.000156195 0.000106519 7.88721e-05 0.000149903
threshold=-1.0000000180025095e-35 -0.24456499999999998 -0.081934999999999994 -0.10708499999999999 -0.0064899999999999992 -0.18901999999999997 0.10097500000000002 -0.10324499999999999 0.11144000000000001 -0.059315 0.081660000000000024
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 -4 -5 -6 7 -7 -8 10 -9
right_child=1 2 3 4 5 6 8 9 -10 -11 -12
leaf_value=-0.0015115310505432189 -0.0013249830856150351 0.0015888341529238848 -0.001882301019164501 -0.0012732020224577899 0.00271801893843734 -0.0016321552151153764 -0.0020591812856144563 -0.0013053865727780194 0.00057953726210117483 0.002226814460771458 0.0017071263143933618
leaf_weight=0.0010024689143775549 0.0014925495070713174 0.0017610267407688401 0.0010326672409180825 0.001842572255917164 0.0010440514006275796 0.0010149374189091127 0.0011410043971397665 0.0011337315630931362 0.0013674562192014256 0.0016865928780903589 0.0016475522834554571
leaf_count=756 339 345 96 367 82 141 100 227 192 90 386
internal_value=0 8.19792e-05 0.000235579 3.54951e-05 0.000217557 0.000521567 0.000234602 0.000625922 -0.000620717 0.00113887 0.000479139
internal_weight=0 0.0151641 0.0136716 0.0119106 0.0108779 0.00903533 0.00799127 0.00548281 0.00250846 0.00446788 0.00278128
internal_count=3121 2365 2026 1681 1585 1218 1136 844 292 703 613
is_linear=0
shrinkage=0.00637641


Tree=2003
num_leaves=18
num_cat=0
split_feature=1213 1374 457 1447 13 132 52 0 1 52 48 1 3 42 4 15 15
split_gain=0.000462912 0.000222898 0.000317637 0.000206056 0.00017602 0.000348492 0.000201476 0.000295123 0.000176124 0.000264025 0.000243313 0.00030632 0.000228016 0.000378643 0.000158651 7.75128e-05 0.000141154
threshold=-1.0000000180025095e-35 -0.094929999999999987 0.088350000000000026 -1.0000000180025095e-35 -0.082014999999999991 0.080640000000000017 0.10160000000000001 -0.084269999999999984 0.111945 -0.085984999999999992 0.082620000000000013 0.09253500000000002 -0.059315 0.088795000000000013 0.24564500000000003 -0.10324499999999999 -0.016799999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 6 8 7 14 9 -6 11 12 13 -11 -5 -10 -17
right_child=1 2 -4 4 5 -7 -8 -9 15 10 -12 -13 -14 -15 -16 16 -18
leaf_value=-0.001027792334862039 -0.00068580046572030312 -0.00066916724016378016 0.00077865417740742278 -0.00021717976700021501 -0.00099290861079943406 0.00075827347972754324 -0.00025652599042606848 0.00091140908958965521 0.00049087545843511386 -0.00085173963944140489 0.00043787232917904081 -0.0008578200671100762 0.00045414220947285279 0.0003719760308713286 0.0005400888467610791 -0.00033008818293368456 0.00043164125837663066
leaf_weight=0.0010865366512549926 0.0010433858510561214 0.0010544001502183651 0.001430021104491557 0.0016271335388465639 0.0010822973511650071 0.0011847183281931952 0.0014009718765594509 0.001866795946117575 0.0011400501351619321 0.001496833673201939 0.0013786526190435744 0.0017138999953320716 0.0013923480540794491 0.0010843537013000559 0.0011920708083873396 0.0014223082068378634 0.0010528035388830395
leaf_count=491 55 255 116 278 328 172 145 156 119 293 132 129 89 158 86 85 34
internal_value=0 2.60314e-05 6.05448e-05 9.42829e-06 4.70171e-05 -5.69568e-05 0.000268191 0.000425066 -0.000139059 -0.000267587 -0.000156491 -0.000300567 -6.02071e-05 -0.000337658 0.000103023 0.000150635 -6.08202e-06
internal_weight=0 0.022563 0.0215197 0.0200896 0.0190352 0.0129483 0.00608697 0.004686 0.0117635 0.00814839 0.00706609 0.00568744 0.00397354 0.00258119 0.0028192 0.00361516 0.00247511
internal_count=3121 2630 2575 2459 2204 1539 665 520 1367 1129 801 669 540 451 364 238 119
is_linear=0
shrinkage=0.00157699


Tree=2004
num_leaves=18
num_cat=0
split_feature=1213 1374 457 11 484 4 16 151 160 0 403 160 16 2 43 16 3
split_gain=0.00050393 0.000316016 0.000326108 0.000274403 0.000197727 0.000214149 0.000179257 0.000190171 0.000208629 0.000165129 0.000292861 0.000371576 0.000303467 0.000359595 0.000354664 0.00017153 0.000129093
threshold=-1.0000000180025095e-35 -0.094929999999999987 0.088350000000000026 0.088215000000000002 -0.0068949999999999992 0.27044500000000005 -0.36241499999999999 -0.086769999999999986 0.086075000000000013 0.18019500000000002 0.03138500000000001 -0.082299999999999984 0.22339500000000004 0.092120000000000021 -0.072534999999999988 -0.15012499999999998 -0.0087149999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 -3 6 -6 -8 9 10 11 -9 13 15 -14 -13 -17
right_child=1 2 -4 -5 5 -7 7 8 -10 -11 -12 12 14 -15 -16 16 -18
leaf_value=-0.00098581015381918454 -0.00075849483289382104 -0.00050082263819084191 0.00074995324927202829 -0.00071320554865823892 -0.00039202944111737582 0.00057570546048348633 0.00068915469793205621 -0.00071726534313792012 -0.0005812935698979978 0.00068802718775620112 0.00062560778698507122 0.000460984462529153 0.00021787517294561196 0.00084402441943686433 -0.0010007213030214725 -0.0005462310552297665 0.00012900287322889677
leaf_weight=0.001168433749487093 0.001101339849704174 0.0013246805125402368 0.0015243287191374346 0.0010997718948078097 0.0018782856612579646 0.0019851596557616423 0.001178837289397495 0.0015885259108649194 0.0010904576836070915 0.001041075394624614 0.0017550365747051053 0.0013255644575802493 0.0010961248632349596 0.0017454853701380502 0.0010987674001745606 0.001302136191232808 0.0012998750985664508
leaf_count=491 55 454 116 109 82 271 136 298 96 17 119 27 99 190 107 423 31
internal_value=0 3.41322e-05 7.32183e-05 2.3647e-05 6.47617e-05 0.000105513 4.8598e-05 0.00010559 5.40325e-05 0.000110575 5.69544e-05 -4.85824e-05 8.64235e-05 0.000271585 -0.000392157 1.71824e-05 -0.000208907
internal_weight=0 0.0234355 0.0223341 0.0208098 0.01971 0.0183853 0.0164002 0.0145219 0.013343 0.0122526 0.0112115 0.00945648 0.00786795 0.00567306 0.00219489 0.00392758 0.00260201
internal_count=3121 2630 2575 2459 2350 1896 1625 1543 1407 1311 1294 1175 877 671 206 481 454
is_linear=0
shrinkage=0.00151575


Tree=2005
num_leaves=11
num_cat=0
split_feature=1 0 13 43 52 16 0 3 151 4
split_gain=6.18832e-05 0.000113315 0.000104942 0.000114873 0.000169467 0.000144834 0.000236996 0.000109729 9.76548e-05 0.000148572
threshold=0.104035 -0.036484999999999997 -0.42195999999999995 -0.083134999999999987 0.090245000000000006 -0.056919999999999991 -0.10224499999999999 -0.084074999999999997 -0.0033899999999999994 0.24564500000000003
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=2 8 -1 7 5 6 -5 -4 -2 -10
right_child=1 -3 3 4 -6 -7 -8 -9 9 -11
leaf_value=0.0017205664506717111 -0.0018052545231782536 0.0023360231065217992 -0.00045893499473744235 -0.001701492685882097 -0.0036493880420048834 -0.0024227310902112166 0.0018578207126724528 0.0023204475862145632 -0.00075350333010747953 0.0019669182661839714
leaf_weight=0.001044007618475006 0.0010649206497492791 0.0012999329763818583 0.0019095143805226804 0.0017166066317473305 0.0010535046076748794 0.0014782888058440125 0.0018533164298597977 0.0010480738020457042 0.0019843696072521233 0.0018460269841996547
leaf_count=27 138 176 479 136 464 561 581 182 170 207
internal_value=0 0.000524592 -0.000351555 -0.000590349 -0.00113145 -0.000605989 0.000146316 0.000525988 4.35727e-05 0.000557581
internal_weight=0 0.00619525 0.0101033 0.0090593 0.00610172 0.00504821 0.00356992 0.00295759 0.00489532 0.0038304
internal_count=3121 691 2430 2403 1742 1278 717 661 515 377
is_linear=0
shrinkage=0.00690203


Tree=2006
num_leaves=19
num_cat=0
split_feature=1213 124 123 159 13 4 0 52 457 160 151 4 47 15 457 15 403 12
split_gain=0.000364496 0.000201031 0.000234681 0.000250032 0.000239394 0.000292409 0.00022379 0.000302708 0.0002664 0.0002026 0.000156362 0.000258557 0.000211419 0.000202796 0.000201378 0.000269913 0.000187607 0.000246772
threshold=-1.0000000180025095e-35 0.093335000000000015 1.0000000180025095e-35 -0.032739999999999991 0.25761500000000009 -0.49405499999999997 -0.036484999999999997 0.024145000000000003 -0.0029299999999999994 -0.080409999999999995 -0.090369999999999992 0.24564500000000003 0.10699500000000002 -0.095869999999999983 0.088350000000000026 0.091915000000000011 0.03138500000000001 0.086915000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 -5 8 -8 -7 -10 -11 13 -13 -12 15 16 17 -15
right_child=1 -3 -4 4 -6 6 7 -9 9 10 11 12 -14 14 -16 -17 -18 -19
leaf_value=-0.00084293092049742111 -0.00063257167905711226 0.0006640997238158686 0.00055926114938561946 -0.00072089362652697625 -0.00069851126226455975 -0.00064203724353619688 0.00082654244890127541 -0.00016931575106538674 -0.00048505463874697611 -0.00038329758294917526 -0.00039662754883972674 0.0011432188102990497 0.00019198191035518704 0.00040109195965023088 0.00066221575850348058 -0.00059817140049652439 0.0007313583366681082 -0.00047681017256996351
leaf_weight=0.0011327419500091048 0.0015106570544921654 0.0010240265503390069 0.0014945073808438581 0.0010630479430657714 0.0010382751237221202 0.0012768541912399076 0.0018258196370563402 0.0010684917482324252 0.0013063158121101046 0.0011672502222426226 0.001629145860669143 0.001018020664704967 0.0010462258960615145 0.0016444822068760944 0.0015264845239846281 0.0011187473056284147 0.0011595835575585189 0.0012403769935089987
leaf_count=491 393 54 236 114 54 186 111 44 223 90 112 117 25 170 45 186 63 407
internal_value=0 2.04018e-05 -9.37842e-06 -5.05531e-05 -4.59015e-06 3.52356e-05 8.24408e-05 0.000458902 5.34764e-06 6.96426e-05 0.000132378 0.000190349 0.000661102 7.35357e-05 0.000188035 4.7845e-05 0.000226542 2.36283e-05
internal_weight=0 0.0231583 0.0221343 0.0206398 0.0191291 0.0180908 0.0170278 0.00289431 0.0141335 0.0128566 0.0115503 0.0103831 0.00206425 0.00831882 0.00668967 0.00516319 0.00404444 0.00288486
internal_count=3121 2630 2576 2340 1947 1893 1779 155 1624 1438 1215 1125 142 983 871 826 640 577
is_linear=0
shrinkage=0.00148603


Tree=2007
num_leaves=20
num_cat=0
split_feature=1213 1447 453 4 158 1374 457 16 52 151 16 4 0 15 15 16 4 12 1
split_gain=0.000491594 0.00027635 0.000307872 0.000360217 0.000230719 0.000228524 0.000332329 0.000232585 0.000277327 0.000288407 0.000198543 0.000248339 0.000352285 0.000225639 0.000225613 0.000348166 0.000195408 0.000181544 8.18275e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 1.0000000180025095e-35 0.27287000000000006 1.0000000180025095e-35 -0.094929999999999987 0.092360000000000012 -0.36241499999999999 -0.40306999999999998 -0.088279999999999983 0.38525000000000004 -0.46376499999999993 0.010870000000000003 0.090615000000000015 -0.0040799999999999994 -0.056919999999999991 -0.077834999999999988 0.09320500000000001 0.099990000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 5 -3 7 -7 -9 -10 11 -11 13 14 15 18 -16 -5 -13
right_child=1 2 -4 17 -6 6 -8 8 9 10 -12 12 -14 -15 16 -17 -18 -19 -20
leaf_value=-0.0010832409424450123 -0.00081135036797150186 -0.00069862870079475824 -0.000801901003969214 0.0010784545765129506 -0.00073590646876780792 -0.00053991208284865299 0.0010656331351699951 -0.00058609921301742323 0.0010975634834145061 -0.00070826049015386341 0.00075531637902900958 -5.046911240671998e-05 0.0010857911642893066 -0.00055064084713943393 0.00012500206930271611 -0.00083395247969048861 0.0010111993317309838 0.00015445526691665556 0.00058333436793484472
leaf_weight=0.0011920078947266202 0.0010597182990265191 0.0010111794005336341 0.0010953272023153096 0.0015977397214010222 0.0010456500596539671 0.001609938117114902 0.0010522406409538823 0.0013637968337835383 0.0010132109571270352 0.001079744933400126 0.0013818668151825983 0.001153434598175602 0.0010536708927895164 0.0015435403255946722 0.0015953663202872281 0.0012612690778778246 0.0013289195924670654 0.0010120238302051554 0.0012227312083687991
leaf_count=491 255 49 78 251 218 70 55 280 93 59 19 184 46 272 285 221 57 66 72
internal_value=0 4.04452e-05 8.07038e-05 0.000126035 4.31946e-05 8.92967e-05 0.000137121 7.45213e-05 0.000145191 0.000224133 0.000147977 6.60072e-05 0.000157285 3.65812e-05 0.000174716 -0.000109085 0.000527728 0.000720143 0.000275674
internal_weight=0 0.0234814 0.0224217 0.0213263 0.0187166 0.0176709 0.0166597 0.0156075 0.0139976 0.0126338 0.0116205 0.0102387 0.00915893 0.00810526 0.00656172 0.00363743 0.00292429 0.00260976 0.00237617
internal_count=3121 2630 2375 2297 1980 1762 1713 1658 1588 1308 1215 1196 1137 1091 819 477 342 317 256
is_linear=0
shrinkage=0.00170698


Tree=2008
num_leaves=18
num_cat=0
split_feature=1213 147 1374 11 52 51 151 158 160 151 4 15 133 42 16 43 2
split_gain=0.000377307 0.000261071 0.000308717 0.000337541 0.000275137 0.000243271 0.000247338 0.000202541 0.00022589 0.000341816 0.000271392 0.000403988 0.000221669 0.000280281 0.000152788 0.000186417 0.000255731
threshold=-1.0000000180025095e-35 0.089025000000000007 -0.094929999999999987 0.088215000000000002 0.19022000000000003 0.078435000000000019 -0.0038099999999999996 0.07968500000000002 0.085045000000000023 -0.00099499999999999979 0.24564500000000003 -0.055554999999999993 0.10722500000000001 -0.088934999999999986 0.19444000000000003 0.016310000000000002 0.084055000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 7 -7 8 9 -4 11 -11 13 -13 15 16 -15
right_child=1 -3 3 -5 -6 6 -8 -9 -10 10 -12 12 -14 14 -16 -17 -18
leaf_value=-0.00090234953938763947 -0.00087751250034556977 0.00077326352305931 -0.0005819992371217512 -0.0008541861061368628 -0.00055484401633105129 0.0011062207702406861 0.00016985686814333597 -0.00064576872220750074 0.00075910865602311992 -0.00068429085001349605 0.00069657950236016509 -0.00043900388100018273 -0.00046955119723126443 0.00053231048687872389 0.00086877836930291101 0.00077260547515228166 -0.00057379115754472643
leaf_weight=0.0011857383720757361 0.0010150507720743098 0.0011554559506890957 0.0019467906924473819 0.0010576078958202109 0.0016270984641841282 0.0012337807412894364 0.0017871387489878021 0.001004325866538887 0.0012344001416610415 0.0016598265018016797 0.0019317771098879563 0.0010568952779091709 0.0010995820806314199 0.0011043878992693682 0.0016772643667646858 0.0012412681848523732 0.0010597926012072129
leaf_count=491 51 122 209 109 334 67 213 258 140 270 167 68 202 115 102 83 120
internal_value=0 2.82152e-05 -1.13887e-05 3.10378e-05 7.86478e-05 0.000135794 0.000552279 5.20069e-05 0.000102021 3.85417e-05 0.000150081 3.14489e-05 0.000195556 0.000314674 0.000471394 0.000275672 -9.34412e-06
internal_weight=0 0.0228924 0.021737 0.0207219 0.0196643 0.0180372 0.00302092 0.0150163 0.014012 0.0127776 0.0108308 0.00889902 0.00723919 0.00613961 0.00508271 0.00340545 0.00216418
internal_count=3121 2630 2508 2457 2348 2014 280 1734 1476 1336 1127 960 690 488 420 318 235
is_linear=0
shrinkage=0.00160853


Tree=2009
num_leaves=21
num_cat=0
split_feature=1213 1447 1374 457 11 4 15 151 13 52 3 13 4 47 2 3 43 0 42 52
split_gain=0.000424298 0.000281505 0.000249558 0.000341096 0.00028737 0.000282495 0.000292307 0.000273597 0.000209538 0.000345504 0.000260685 0.000309582 0.000248196 0.000181522 0.000217311 0.0001768 0.000159241 0.000109275 8.3777e-05 6.97182e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.094929999999999987 0.088350000000000026 0.089270000000000002 0.27287000000000006 -0.14147499999999996 -0.086769999999999986 -0.084034999999999985 0.10160000000000001 0.088060000000000013 -0.033284999999999988 -0.077679999999999985 0.09550500000000002 0.088225000000000012 -0.13309499999999996 -0.079109999999999986 -0.18113999999999997 -1.0000000180025095e-35 -0.081429999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 5 6 -4 -8 9 12 11 -10 -9 14 16 -16 -13 -7 -17 -12
right_child=1 2 3 -5 -6 17 7 8 10 -11 19 13 -14 -15 15 18 -18 -19 -20 -21
leaf_value=-0.0008917527651435169 -0.0006921995466372589 -0.00061414965762089202 -0.00072498230068491793 0.00075565551137162477 -0.00068938171317992395 0.00025442762615847142 0.00071922290816709008 0.0010083114685634962 -0.00068815637571758149 -0.00035463393803853669 -0.00027533885229030764 0.00012380078728351041 0.00017218948587078298 0.00072228207046609431 -0.00025287990506447445 0.00020254697133033307 -0.00065933926493706057 0.0009217407881967984 0.0007469671648080656 -0.00081033352751962065
leaf_weight=0.0011746241030774337 0.001158244273786988 0.0011569648017681891 0.00108728785062561 0.0015953848845219184 0.0011206543319286491 0.0010773550048837066 0.0013203129800158911 0.0014203854824357265 0.0011692221314398236 0.0013340314183350466 0.0010009527973853238 0.0010266906600843728 0.0017498025617188199 0.0010059125156665072 0.0010087491626338211 0.0012066850575099819 0.0012985565228187512 0.0010903028442426485 0.0012930249952272151 0.0011627494603203567
leaf_count=491 255 55 129 116 101 52 134 59 495 89 53 104 204 35 52 205 178 214 59 41
internal_value=0 2.27211e-05 5.85288e-05 9.39559e-05 4.21382e-05 8.47197e-05 2.06002e-05 7.12758e-05 1.29869e-05 0.000279826 -0.000105164 1.84828e-05 0.000546809 0.000139282 3.87543e-05 0.000272246 -0.000313551 0.000590077 0.000484159 -0.000562839
internal_weight=0 0.0242833 0.023125 0.0219681 0.0203727 0.019252 0.0170844 0.0159971 0.0146768 0.00450422 0.0101725 0.00800884 0.00317019 0.00683962 0.00583371 0.00350846 0.00232525 0.00216766 0.00249971 0.0021637
internal_count=3121 2630 2375 2320 2204 2103 1837 1708 1574 352 1222 1128 263 633 598 316 282 266 264 94
is_linear=0
shrinkage=0.00148603


Tree=2010
num_leaves=20
num_cat=0
split_feature=1213 124 42 42 42 4 0 2 160 457 474 160 12 160 52 49 4 13 47
split_gain=0.00041702 0.000234621 0.000364345 0.000250952 0.000258307 0.000236791 0.000413274 0.000227254 0.000219948 0.000395565 0.00038452 0.000419324 0.000241468 0.000264951 0.000286794 0.000325442 0.000257 0.000219272 2.4431e-05
threshold=-1.0000000180025095e-35 0.10195500000000002 -0.11051499999999999 -0.091214999999999977 -1.0000000180025095e-35 -0.49405499999999997 -0.060129999999999996 0.10699500000000002 -1.0000000180025095e-35 -0.0029299999999999994 0.084660000000000027 -0.13024499999999997 0.092355000000000007 0.099315000000000014 0.048770000000000008 -0.047584999999999995 0.053180000000000012 -0.074044999999999986 0.094160000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 -5 -6 8 17 10 -10 11 -7 13 14 15 -11 -17 -8 -18
right_child=1 -3 3 4 5 6 7 -9 9 12 -12 -13 -14 -15 -16 16 18 -19 -20
leaf_value=-0.00083407732886496869 -0.00084271478507336292 0.00069605986599169606 0.00070328571052750196 -0.00061046645746450025 -0.00052652158394434563 -2.2375759637615501e-05 0.0012229025776499553 -1.711114689193918e-05 -0.00075358960455574795 0.00077003723297181133 0.0003500551418977899 -0.0012713973848708898 -0.00032087141679185312 -0.00037459698764272898 0.00091807330064082586 -0.00052102575934012175 0.00011983341572925564 0.00040254225932981975 0.00042778911038570658
leaf_weight=0.0012111437105619119 0.001011655825803817 0.0010179074855018446 0.001086419446745447 0.0013274611912655531 0.0013909333607324747 0.0010150039731092186 0.0010533254950585626 0.001290141131792967 0.0010740397751861372 0.0014933875098287483 0.0010581745345639437 0.0011927330614194256 0.0017224553637051609 0.0011058195113679836 0.0015485210580064024 0.001327044522784559 0.0010017148744466686 0.0018016103792746355 0.0011056378233653408
leaf_count=491 128 42 102 399 143 217 39 148 116 90 155 282 223 97 93 126 82 116 32
internal_value=0 2.52609e-05 -4.9439e-06 3.4304e-05 -1.13556e-06 4.10355e-05 8.54116e-05 0.000480392 -3.45797e-05 6.71482e-05 -0.000357857 -0.000697161 0.000161887 0.000271557 0.000381887 0.000213394 -2.8653e-05 0.000705213 0.000281405
internal_weight=0 0.023624 0.0226061 0.0215944 0.020508 0.0191805 0.0177896 0.00414508 0.0136445 0.0103786 0.00326591 0.00220774 0.00930458 0.00758213 0.00647631 0.00492778 0.0034344 0.00285494 0.00210735
internal_count=3121 2630 2588 2460 2358 1959 1816 303 1513 859 654 499 743 520 423 330 240 155 114
is_linear=0
shrinkage=0.00142833


Tree=2011
num_leaves=22
num_cat=0
split_feature=1213 456 160 13 13 1 43 39 48 0 51 2 43 16 0 2 52 43 12 3 13
split_gain=0.000396802 0.000292861 0.000284362 0.000278682 0.000414059 0.000237454 0.00035627 0.000336437 0.000324285 0.000338421 0.000228718 0.000224927 0.000201026 0.000368607 0.000280744 0.00026303 0.000178986 0.000204121 0.000156129 0.000101146 0.000100988
threshold=-1.0000000180025095e-35 0.087485000000000021 -0.26568499999999995 -0.53104499999999988 -0.42195999999999995 0.094385000000000011 -0.27207999999999993 0.084020000000000011 0.12649500000000002 -0.17169499999999996 0.086310000000000012 0.11093500000000002 -0.083134999999999987 -0.083134999999999987 -0.10151999999999999 0.088225000000000012 0.096795000000000006 -0.09225499999999999 0.085055000000000006 -0.077104999999999993 -0.063184999999999977
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 -5 10 -7 8 9 -8 12 18 16 15 -15 -14 17 -6 -11 -17 -20
right_child=1 -3 3 4 5 6 7 -9 -10 11 -12 -13 13 14 -16 19 -18 -19 20 -21 -22
leaf_value=-0.00077816838486552246 -0.00066197977499021267 -0.00068602504938624189 -0.00062616613985100734 0.0009250718739316513 -0.00030493957910761717 -0.00056082946001646827 0.00090277279576423492 0.0010331794381193023 -0.00044485516550439623 0.00082448797542140104 -0.00066682997098373577 -0.00027792251898417839 -0.00036749371066536617 -7.9123580471530646e-05 -0.00089405603667874539 0.00080115125596821163 0.00070647067597153044 0.00051307346926021669 -0.00016812126201099395 0.00018750323728939706 0.00039777177915914492
leaf_weight=0.0012836174924514268 0.0010498829692988645 0.0011041334641511682 0.0010393456544495151 0.0011742184648307575 0.0013995400329317592 0.0010133774723173348 0.0015754667878589163 0.0011200102131123041 0.0012389558424956704 0.0010029904652473203 0.0011279291808393719 0.0015845559133368936 0.0010958461704571008 0.001700119432040733 0.001617669660594497 0.0010000273603998078 0.0011922676440965785 0.0010446451251431852 0.0010240850260216944 0.0011127870680130991 0.0015609175602562236
leaf_count=491 222 165 34 66 207 23 66 226 39 65 139 117 174 54 516 61 35 145 87 70 119
internal_value=0 1.95471e-05 5.11198e-05 8.28099e-05 0.000115436 7.10344e-05 0.000226796 0.000314439 0.000213651 0.000334554 -6.85804e-05 0.000161485 -2.18367e-06 -0.000149193 -0.000476464 0.000189209 0.000261658 4.46793e-05 0.000355539 0.000477952 0.000173585
internal_weight=0 0.0257788 0.0246746 0.0236248 0.0225854 0.0214112 0.0101204 0.00910698 0.00798697 0.00674802 0.0112908 0.00517255 0.0101629 0.00652645 0.00331779 0.00320866 0.00363645 0.00244419 0.00358799 0.00211281 0.002585
internal_count=3121 2630 2465 2243 2209 2143 742 719 493 454 1401 388 1262 875 570 305 387 352 271 131 206
is_linear=0
shrinkage=0.00140032


Tree=2012
num_leaves=14
num_cat=0
split_feature=50 42 42 3 47 51 1 16 4 52 52 2 4
split_gain=7.45903e-05 8.54526e-05 0.000131866 9.55157e-05 0.000120097 0.000160368 0.000124038 0.000210231 0.000161982 0.000113961 0.000103459 0.000103392 6.0864e-05
threshold=0.10124500000000002 -1.0000000180025095e-35 -0.092459999999999987 -0.15447499999999995 0.10904500000000002 -0.076794999999999988 0.094385000000000011 -0.36241499999999999 -1.0000000180025095e-35 -0.054584999999999995 0.090245000000000006 0.088930000000000023 0.053180000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -3 5 -5 8 -8 10 -9 11 -7 -10
right_child=-2 3 -4 4 -6 6 7 9 12 -11 -12 -13 -14
leaf_value=0.00010643676277767308 -0.0019407713542389849 0.002312013007664726 -0.0031899818799646 -0.0019539233734008417 -0.002219744670061829 0.00043692226062069296 -0.0005843828076776196 0.0013285669038311937 -0.0028229521088261678 0.0046180642772814737 -0.00053426161920711794 0.0035989820455835978 -0.00039820775351990774
leaf_weight=0.0018599225302009907 0.0010237820016041335 0.0012081629398797413 0.0010016352109270153 0.0013782597588014285 0.0010459386286001049 0.0011152500342129926 0.001272435991541066 0.001030854736466115 0.0010002855564804347 0.0012502725873779069 0.0013977018690036758 0.0011038259525012473 0.0012486192754437991
leaf_count=273 375 155 525 313 104 311 193 179 104 102 253 111 123
internal_value=0 9.88712e-05 -0.00104741 0.000350193 0.000150066 0.000379626 0.00072108 0.00180096 6.6867e-05 0.00313152 0.00102666 0.00200981 -0.0014767
internal_weight=0 0.0159132 0.00286156 0.0130516 0.0118434 0.0107975 0.00941925 0.00355356 0.00586568 0.00228113 0.00361678 0.00221908 0.0022489
internal_count=3121 2746 798 1948 1793 1689 1376 474 902 281 675 422 227
is_linear=0
shrinkage=0.00732449


Tree=2013
num_leaves=13
num_cat=0
split_feature=42 52 49 42 47 47 484 4 0 4 2 13
split_gain=7.04642e-05 8.63642e-05 0.000123592 0.000129822 0.000168406 0.000157888 0.000125604 0.000118999 0.000118259 0.000149818 0.000106409 0.000106001
threshold=-0.11051499999999999 0.19022000000000003 -0.15986999999999998 0.10306000000000001 0.11069000000000002 0.077555000000000013 0.085515000000000022 0.0061450000000000003 -0.077999999999999986 -0.35136499999999998 0.097070000000000004 -0.020934999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 6 7 8 11 -10 -9 -4
right_child=1 -3 3 -5 -6 -7 -8 10 9 -11 -12 -13
leaf_value=-0.0020166724358792404 0.00308886915393546 -0.0020881591564377929 -8.1589310810852879e-05 -0.0025838621958940784 0.0034991602531117974 -0.0021099158332350157 0.00291992615198307 0.0033740515000522564 -0.0012567417792523382 0.0026735617796711428 6.4009588940889644e-05 -0.0037398498068343948
leaf_weight=0.0011696208708811577 0.0010445324583200884 0.0011564288940037063 0.0010164798595902183 0.0011776217964210864 0.0010888517243585376 0.0019985089927098279 0.0013025914410043924 0.0012068665919213219 0.001545086928866013 0.0012355445307478249 0.0015975184040648276 0.0012503852767670187
leaf_count=181 59 328 498 308 122 224 229 161 136 244 229 402
internal_value=0 0.000124343 0.000301237 8.42559e-05 0.00034092 3.25845e-05 0.000500313 9.89099e-05 -0.000673137 0.000489648 0.00148849 -0.00209946
internal_weight=0 0.0156204 0.014464 0.0134195 0.0122418 0.011153 0.00915447 0.00785188 0.0050475 0.00278063 0.00280438 0.00226687
internal_count=3121 2940 2612 2553 2245 2123 1899 1670 1280 380 390 900
is_linear=0
shrinkage=0.00841354


Tree=2014
num_leaves=14
num_cat=0
split_feature=403 0 1 4 15 47 1 4 15 16 16 49 160
split_gain=6.60188e-05 0.000115653 8.39738e-05 0.000150079 0.000106691 0.000135808 0.000135433 0.000108308 8.29485e-05 7.71633e-05 0.000173144 0.000117719 7.61484e-05
threshold=0.096440000000000012 0.15398500000000004 0.077565000000000009 0.022185000000000003 0.035560000000000008 0.087235000000000021 0.13146500000000003 0.24564500000000003 0.035560000000000008 -0.008904999999999998 -0.10850999999999998 -0.043469999999999995 -0.074254999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 8 5 9 7 -7 -1 10 -4 -12 -11
right_child=-2 -3 4 -5 -6 6 -8 -9 -10 12 11 -13 -14
leaf_value=-0.0010601557193145148 -0.0015022054407869303 0.001917712524432165 0.0024237368393524509 -0.0028142094187192102 -0.0012064843993458852 -0.0024966156045106822 0.0012007388999063498 3.7310720385012751e-05 0.0010326501294464039 0.0031675100410189397 0.00083884410923420712 -0.0019042072521291565 0.00083620774571784061
leaf_weight=0.0015056553559174559 0.0010133234379689623 0.0011462410526706995 0.0011381144213201055 0.0010128591518772587 0.0016353752115958317 0.0012404513512860316 0.0012187079997197821 0.0011963918436546095 0.0012525904532958779 0.0010038730829692172 0.0012037106326467373 0.0010642466718946697 0.0010196173668478451
leaf_count=565 233 54 233 233 361 187 49 52 632 94 107 100 221
internal_value=0 8.03874e-05 -6.49395e-05 -0.000836131 0.00020634 0.000460657 -0.000434665 -0.00125256 -0.000109759 0.00106345 0.000511342 -0.000448342 0.00199279
internal_weight=0 0.0156378 0.0144916 0.0037711 0.0107205 0.00908511 0.00365555 0.00243684 0.00275825 0.00542956 0.00340607 0.00226796 0.00202349
internal_count=3121 2888 2834 1430 1404 1043 288 239 1197 755 440 207 315
is_linear=0
shrinkage=0.00600863


Tree=2015
num_leaves=19
num_cat=0
split_feature=1213 124 42 4 0 403 1 47 14 2 457 0 4 3 43 49 13 0
split_gain=0.000396375 0.000228424 0.000342873 0.000187252 0.000245531 0.000300622 0.000270947 0.000258095 0.000290955 0.000359521 0.000292627 0.000399793 0.000372585 0.000256594 0.000242601 0.000182394 0.000154178 5.03711e-06
threshold=-1.0000000180025095e-35 0.10195500000000002 -0.11051499999999999 -0.49405499999999997 -0.060129999999999996 0.092070000000000013 0.085110000000000005 0.11926500000000002 -0.10708499999999999 0.11448000000000001 -0.0029299999999999994 -0.10151999999999999 0.19806500000000002 -0.082154999999999992 -0.074359999999999996 -0.047584999999999995 -0.084154999999999994 -0.14001499999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 5 6 13 8 -8 10 -10 12 15 -5 -6 -12 -16 -17
right_child=1 -3 3 4 14 -7 7 -9 9 -11 11 -13 -14 -15 16 17 -18 -19
leaf_value=-0.00089360344541221609 -0.00083891520917498883 0.0007202990859994055 -0.00043317738357512682 -0.00096883986516835307 0.00099716865445214579 0.0007806211273952647 -0.00049943101502720024 -0.00065703509846833466 -0.00066041777750024371 0.00085658860875281739 0.00060553660933194238 -0.00053398838676079537 0.0011179474698724721 -0.00010783576296629298 0.00058456032035980891 -4.7479150920554771e-05 -9.9369850594859945e-05 -0.00019636297506277144
leaf_weight=0.001070135504268043 0.0010260820292362039 0.0010165857564818906 0.0016894572636330053 0.0012422917533450638 0.0011130569394402056 0.0010031343250016958 0.0014042210500959671 0.0010265534650075745 0.0010039323534671869 0.0016347738313717622 0.0012262292806249908 0.0012471335600296694 0.0012193201652710428 0.00198673191198942 0.0012450626482460869 0.0010042304640935917 0.0017522388819611991 0.0010030206764581901
leaf_count=491 128 42 150 532 130 87 81 67 73 122 43 347 57 496 58 41 157 19
internal_value=0 3.17392e-05 -3.29533e-07 4.10359e-05 8.29554e-05 -5.21028e-06 -6.15233e-05 5.16827e-05 0.000126357 0.000231739 7.93657e-05 0.000209664 0.000417945 -0.000439087 0.000404734 0.00015398 0.000184731 -0.000121876
internal_weight=0 0.0228441 0.0218275 0.0208014 0.0191119 0.0150016 0.0139984 0.0107694 0.00974286 0.00833864 0.00670387 0.00569993 0.0044528 0.00322902 0.00411036 0.00323348 0.0029973 0.00200725
internal_count=3121 2630 2588 2460 2310 1965 1878 850 783 702 580 507 160 1028 345 103 215 60
is_linear=0
shrinkage=0.00148603


Tree=2016
num_leaves=21
num_cat=0
split_feature=1213 1374 457 11 484 4 0 403 15 47 1 52 13 4 12 4 3 133 0 43
split_gain=0.000438115 0.00022497 0.000341218 0.000260628 0.000200229 0.000201277 0.000179942 0.000402203 0.000262134 0.00052572 0.000372048 0.000576688 0.000738659 0.000324564 0.000390818 0.000183532 0.000165982 0.000132249 0.000108669 4.71454e-05
threshold=-1.0000000180025095e-35 -0.094929999999999987 0.088350000000000026 0.088215000000000002 -0.0068949999999999992 0.27044500000000005 0.18019500000000002 0.03138500000000001 -0.094549999999999981 0.090100000000000013 0.12873500000000002 0.10160000000000001 -0.084034999999999985 -0.097604999999999983 0.082095000000000015 -0.076229999999999978 0.11924500000000002 -0.083244999999999986 -0.10324499999999999 -0.074359999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 -3 6 7 8 9 -6 11 12 15 -14 -15 -10 -7 -9 -11 -12
right_child=1 2 -4 -5 5 16 -8 17 10 18 19 -13 13 14 -16 -17 -18 -19 -20 -21
leaf_value=-0.0010712335482643378 -0.00072932769580816422 -0.00058611743258770398 0.00087779095439070886 -0.00082446019961961181 0.0012009520628560773 0.0011210626704403503 0.00069461627970811724 0.0011475456063782872 0.0011436235026731853 -0.0005509862570394268 0.00065620223344331518 -0.0014385902679163538 3.9228442322020622e-05 -0.00034806731388397022 -0.0017308724890668539 0.00013090694639243146 0.00012884385982010808 0.00026335445160880454 0.00021575243184214691 0.0001257622758922199
leaf_weight=0.0011209371486202843 0.001088906934526789 0.0013230495920790271 0.0015186180759746556 0.0010453062415971539 0.0012415093934814376 0.0010329157572482378 0.0012152891777401633 0.0010457797222348658 0.0010009392953556073 0.0012545941381176817 0.0010200779873912325 0.0014380704815564749 0.0012626062777585335 0.0012288029095799558 0.001249769746163934 0.0011844318265770105 0.00101169208052726 0.0010062311822625078 0.0010126712427422913 0.0010117738883721472
leaf_count=491 55 454 116 109 124 184 22 82 53 33 20 281 115 98 521 123 87 60 57 36
internal_value=0 4.32696e-05 8.13298e-05 2.25739e-05 6.78861e-05 0.000115384 5.0311e-05 -2.03935e-06 -0.000115889 0.000290191 -0.000267525 -0.000449502 -0.000209501 -0.000679296 -0.00104532 0.000594749 0.000630103 0.000713971 -0.000208523 0.000392066
internal_weight=0 0.023193 0.0221041 0.0205855 0.0195402 0.0182172 0.0161725 0.0149573 0.0129052 0.00350877 0.00939647 0.00736462 0.00592655 0.00374118 0.00247857 0.00218537 0.00204461 0.00205201 0.00226727 0.00203185
internal_count=3121 2630 2575 2459 2350 1896 1625 1603 1461 214 1247 1191 910 734 619 176 271 142 90 56
is_linear=0
shrinkage=0.00174112


Tree=2017
num_leaves=13
num_cat=0
split_feature=41 2 484 474 13 16 160 13 52 2 2 4
split_gain=6.34016e-05 9.57522e-05 6.76743e-05 7.36415e-05 9.32186e-05 0.000145643 0.000155139 0.000136501 0.000154336 0.000139479 0.00015288 7.52019e-05
threshold=0.078475000000000017 -1.0000000180025095e-35 -0.0068949999999999992 0.084660000000000027 -0.094514999999999988 0.23311500000000004 -1.0000000180025095e-35 0.14871000000000004 0.077655000000000016 0.089885000000000007 0.10882500000000002 0.024790000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 11 6 -6 8 9 -8 -11 -4
right_child=-2 2 3 -5 5 -7 7 -9 -10 10 -12 -13
leaf_value=0.0020099985732768785 -0.0017320979381035737 -0.001821977201930831 0.0018980623667638045 0.0018131588677510007 -0.0032698995644867956 0.0013036953317322928 -0.0029548092598217224 -0.0026165037733418524 0.0018285240458916936 0.0016493284852135718 -0.0017441869021408254 -0.00046239522470602158
leaf_weight=0.0011921521261304821 0.0010048573496934656 0.0010113921005824459 0.0018075121168186206 0.00109852170395744 0.0011278408477534323 0.0019333712910519288 0.0010355386376701128 0.0011723834749877982 0.0016466836902426646 0.0014339734002860594 0.0012158483319138335 0.0010619712550147542
leaf_count=177 148 483 128 235 372 279 312 109 501 174 110 93
internal_value=0 9.18632e-05 -6.53526e-05 6.59229e-05 -8.84283e-05 -0.000422276 -0.000859491 -0.000441536 3.66854e-05 -0.00076394 9.22426e-05 0.00102448
internal_weight=0 0.0157372 0.014545 0.0135336 0.0124351 0.00956564 0.00763227 0.00650443 0.00533204 0.00368536 0.00264982 0.00286948
internal_count=3121 2973 2796 2313 2078 1857 1578 1206 1097 596 284 221
is_linear=0
shrinkage=0.00704007


Tree=2018
num_leaves=13
num_cat=0
split_feature=42 123 4 0 48 16 43 15 3 15 15 0
split_gain=6.36381e-05 8.80663e-05 9.55956e-05 0.000105122 0.000104932 0.000160626 0.000121958 0.00012814 0.000178724 0.000156595 8.90115e-05 6.32158e-05
threshold=-0.11051499999999999 1.0000000180025095e-35 -0.49405499999999997 -0.010949999999999998 0.11951500000000001 -0.48836499999999994 1.0000000180025095e-35 -0.14147499999999996 0.10299500000000002 -0.10091499999999999 0.088345000000000021 -0.14226499999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 -4 7 -7 9 -9 11 -11
right_child=1 -3 3 -5 -6 6 -8 8 -10 10 -12 -13
leaf_value=-0.0015157730297905958 -0.0018103776591477634 0.0019980153018252576 0.0020842458977316392 0.0016619085212978603 -0.0020619004474852925 -0.0019721639736935154 -0.0023011340935229119 0.0022067464590725494 0.0028917740807151752 -5.735270808903128e-05 0.00092790691034391412 -0.001938212354532123
leaf_weight=0.0011574083278033344 0.0012218208169052511 0.0010028926595353387 0.0015387042801015575 0.0017139137111939215 0.0010856700559391816 0.0011665567171980674 0.0011036454354387548 0.0010751498636661951 0.0010723004308765827 0.0013164865220858281 0.0012056687078296907 0.0019532966222555442
leaf_count=181 139 253 160 155 78 132 443 41 76 72 395 996
internal_value=0 9.69971e-05 -3.49125e-05 0.000129039 -9.90676e-05 0.00010521 -0.000237207 5.52199e-05 0.000412323 -6.66732e-05 -0.000612823 -0.00118094
internal_weight=0 0.0154561 0.0144532 0.0132314 0.0115175 0.0104318 0.0088931 0.00778946 0.0066229 0.0055506 0.00447545 0.00326978
internal_count=3121 2940 2687 2548 2393 2315 2155 1712 1580 1504 1463 1068
is_linear=0
shrinkage=0.00663402


Tree=2019
num_leaves=12
num_cat=0
split_feature=1 15 16 0 0 2 159 3 0 4 12
split_gain=6.55974e-05 8.56502e-05 0.000114336 0.000123281 8.53904e-05 0.000167791 0.000123987 6.90697e-05 0.000108637 0.000108308 0.00010223
threshold=0.104035 -0.016799999999999995 -0.061854999999999993 -0.18113999999999997 0.15398500000000004 0.10467500000000002 0.082585000000000006 0.090900000000000009 -0.10224499999999999 0.0082450000000000006 0.089735000000000023
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 3 -2 5 6 7 8 -1 10 -10
right_child=1 -3 -4 -5 -6 -7 -8 -9 9 -11 -12
leaf_value=-0.0014275719494486604 -0.00063436980324515981 0.0015454553243228501 -0.0010663536270210986 0.0018630693233601561 0.0010719794295446375 -0.0025378405061507944 -0.0020262898517890877 0.0013638196352790809 -0.0013015376653661038 0.0019684821174314709 0.00089737418434847154
leaf_weight=0.0016214292476302572 0.0011508907853823303 0.0017314421784342948 0.0018569269445923541 0.0015432950112842505 0.0013210908911025507 0.0011718351101822344 0.001060336058082886 0.0011856034120136805 0.0014440613097123616 0.0010195366432443967 0.0013782659781219966
leaf_count=176 67 154 197 273 50 322 269 76 883 106 548
internal_value=0 0.000452189 3.62624e-05 0.000796224 -0.000297956 -0.000501739 -0.000192243 0.000100243 -0.00017397 0.000355104 -0.000227713
internal_weight=0 0.00628255 0.00455111 0.00269419 0.0102022 0.00888107 0.00770923 0.0066489 0.00546329 0.00384186 0.00282233
internal_count=3121 691 537 340 2430 2380 2058 1789 1713 1537 1431
is_linear=0
shrinkage=0.00577531


Tree=2020
num_leaves=20
num_cat=0
split_feature=1213 124 42 42 133 50 48 4 3 15 13 12 43 12 52 2 15 2 13
split_gain=0.000449388 0.000218245 0.000347032 0.000266814 0.000237324 0.000241763 0.000401227 0.000272292 0.000277528 0.000281092 0.000291457 0.000245065 0.000339548 0.000340387 0.000229197 0.000187945 0.000207191 0.000202666 0.000148835
threshold=-1.0000000180025095e-35 0.10281000000000001 -0.11466499999999999 -0.091214999999999977 0.10722500000000001 0.10647500000000001 0.12737000000000001 0.40473500000000007 0.10299500000000002 0.040760000000000005 -0.010739999999999998 0.082095000000000015 -0.074359999999999996 0.09202500000000001 -0.0092699999999999987 0.090545000000000014 -0.089549999999999991 0.085785000000000014 -0.086589999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 5 6 7 8 9 11 18 15 13 -13 -10 17 -17 -5 -11
right_child=1 -3 3 4 -6 -7 -8 -9 14 10 -12 12 -14 -15 -16 16 -18 -19 -20
leaf_value=-0.00082242536227837429 -0.00075832402441344967 0.00064378412041538806 0.00065986363009196483 8.4076112641925612e-05 -0.00061619348308414399 -0.00054713403455382455 -0.00068267526169938904 0.00061342361702458029 0.000881600141286148 0.00023050877358271948 -0.00026968466424345626 -0.00061818156948214057 -0.00088978139162542347 0.00043560050602842187 0.00012239205606529019 0.00077629650447515197 3.4339595583900872e-06 -0.0006513561136640587 0.00092098974847880182
leaf_weight=0.0011721838279206412 0.0010328620309447657 0.0010087245374597034 0.0011897510009314339 0.0017804338321982874 0.0010590995698773189 0.0012026147240099252 0.0011839463245504325 0.0018622509246623521 0.0012374043481271357 0.0010870961203162111 0.0010444272563549144 0.0010620801783835085 0.001536833252613252 0.0011637446794735551 0.001723904319657966 0.0010199579728329411 0.0016367469730023121 0.0010970876893026116 0.0011787183318947847
leaf_count=491 123 39 109 119 333 234 47 226 79 78 145 340 231 103 49 70 83 56 166
internal_value=0 3.09674e-05 4.20588e-06 3.98981e-05 4.56603e-06 3.77415e-05 7.55279e-05 0.000127027 6.88461e-05 -1.82486e-05 0.000318559 -0.000138172 -0.000403193 -6.72248e-05 0.000439633 4.20126e-05 0.00030015 -0.000196316 0.00058971
internal_weight=0 0.0241077 0.023099 0.0220661 0.0208763 0.0198172 0.0186146 0.0174307 0.0155684 0.0126071 0.00331024 0.00929688 0.00376266 0.00222582 0.00296131 0.00553423 0.0026567 0.00287752 0.00226581
internal_count=3121 2630 2591 2468 2359 2026 1792 1745 1519 1391 389 1002 674 443 128 328 153 175 244
is_linear=0
shrinkage=0.00134594


Tree=2021
num_leaves=14
num_cat=0
split_feature=403 403 0 4 157 4 1 14 1 47 1 1 151
split_gain=5.91289e-05 9.70281e-05 0.000112532 0.000141851 0.00016744 0.000114112 0.000145149 0.000108993 0.000147874 0.000156349 0.000144659 0.000127727 0.000122228
threshold=0.095105000000000009 0.03138500000000001 0.15398500000000004 -0.064804999999999988 -0.05495499999999999 -0.14098499999999997 0.080585000000000004 -0.10708499999999999 0.094385000000000011 0.096300000000000011 0.12408500000000001 0.11212500000000002 -0.0071249999999999985
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 5 -5 6 -1 -6 12 11 -11 -10 -9
right_child=-2 -3 -4 4 7 -7 -8 8 9 10 -12 -13 -14
leaf_value=0.0012197195347138023 -0.0015078232817873031 0.0019950452918876013 0.0019543401834473065 0.0025885471183576029 -0.002072113380137562 -0.0030787143083235995 -0.0021253923936392547 0.00051811835817521911 0.0033040459101025097 -0.0018484238825350826 0.0013437085356497853 0.00043683934227581501 -0.0019529177705820409
leaf_weight=0.0010123846149410198 0.0010095908718092466 0.001010592853927351 0.0010573647459228711 0.0010367352191666948 0.0010272662168972638 0.0010698654746889432 0.0011009480796796978 0.0014150877374687508 0.0013250520385126863 0.0012334907672807427 0.0010848826956352878 0.0012072652054889331 0.0019157089336039445
leaf_count=67 239 137 47 369 90 724 217 173 164 108 44 201 541
internal_value=0 8.47829e-05 -4.84831e-05 -0.000206184 0.000159109 -0.00138192 -0.000522928 -0.0001144 0.00013141 0.00084177 -0.000354666 0.00193712 -0.000903099
internal_weight=0 0.0154966 0.0144861 0.0134287 0.0102455 0.0031832 0.00211333 0.00920875 0.00818149 0.00485069 0.00231837 0.00253232 0.0033308
internal_count=3121 2882 2745 2698 1690 1008 284 1321 1231 517 152 365 714
is_linear=0
shrinkage=0.00637641


Tree=2022
num_leaves=18
num_cat=0
split_feature=1213 147 11 52 52 13 132 16 0 4 12 47 3 49 15 52 15
split_gain=0.000386658 0.000209227 0.000355364 0.000202982 0.000446502 0.000185088 0.000202336 0.000167677 0.000299044 0.000187161 0.00012896 0.000332291 0.000248702 0.000222121 0.00020039 0.000199634 0.000137599
threshold=-1.0000000180025095e-35 0.089025000000000007 0.088215000000000002 0.19022000000000003 0.13389000000000004 -0.084034999999999985 0.080640000000000017 0.22339500000000004 -0.084269999999999984 0.11275500000000001 0.09857500000000001 0.10648500000000001 -0.063074999999999978 -0.054319999999999993 -0.015744999999999999 0.08976000000000002 -0.10653
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 7 10 8 9 -2 11 12 15 -14 16 -7 -15
right_child=1 -3 -4 -5 -6 6 -8 -9 -10 -11 -12 -13 13 14 -16 -17 -18
leaf_value=-0.00095455042972656962 -0.00042618905619810172 0.00073147559648009338 -0.00093164804923073666 -0.0005208155842450512 0.0011447619491554782 -0.00085307452958416265 0.00063018314833967841 -0.00023989352709544523 0.0010393128617898553 0.00048903863098635476 0.00028963992489224922 -0.0010411924938073464 -0.00036013537799934887 0.00051193244089848232 0.0008564707098987405 1.0191643976647366e-05 -0.00022550586323147987
leaf_weight=0.0011069709022784027 0.001025182028290654 0.0011151254994134488 0.0010429173928627735 0.00155056057802505 0.0010344001225718871 0.001693857592644247 0.0010242842871578403 0.0011979996900017831 0.0014972249240032638 0.0014552656917576207 0.0016893733367167466 0.0011238494934608387 0.0019506968919202894 0.0011377059332825287 0.0012616650208161538 0.0012556831576113758 0.0016971651278447908
leaf_count=491 319 122 109 334 41 529 157 43 131 95 206 85 97 103 82 105 72
internal_value=0 3.84271e-05 2.71017e-06 5.00257e-05 9.65026e-05 3.62959e-05 -6.93272e-05 0.000298213 0.00046028 0.00011077 -0.000129996 -0.000200043 -9.49693e-05 9.55432e-05 0.000312529 -0.000485563 7.04469e-05
internal_weight=0 0.022753 0.0216378 0.0205949 0.0190444 0.01801 0.0128343 0.00517567 0.00397767 0.00248045 0.01181 0.0101206 0.00899677 0.00604723 0.00409654 0.00294954 0.00283487
internal_count=3121 2630 2508 2399 2065 2024 1436 588 545 414 1279 1073 988 354 257 634 175
is_linear=0
shrinkage=0.0016407


Tree=2023
num_leaves=13
num_cat=0
split_feature=4 13 43 39 48 2 52 150 48 43 52 15
split_gain=6.58789e-05 0.000158954 0.000146123 0.000202229 0.000182055 0.000120484 9.05982e-05 0.000191261 0.000152946 0.000154577 0.000117366 7.45697e-05
threshold=-0.51843499999999987 -0.23438999999999996 -0.27207999999999993 0.0046100000000000004 0.11951500000000001 0.113445 0.090245000000000006 0.086615000000000011 0.083685000000000009 -0.074359999999999996 -0.0064899999999999992 0.088235000000000022
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 5 6 7 8 9 -4 -11 -12
right_child=1 2 3 -5 -6 -7 -8 -9 -10 10 11 -13
leaf_value=-0.0014697919912704542 0.0017603289507758821 -0.002278586479756485 0.0015166888987883645 0.0023955722170530694 -0.0025933377645225393 0.0016310692097577266 -0.0015931875279918087 -0.0021287063013348075 0.0022865604868926499 -0.0021870457078313876 -0.00080614791698504227 0.0012680419861214889
leaf_weight=0.0010081904319938469 0.0017424205892900132 0.0010156937327128182 0.001610364260212431 0.0011532207392995026 0.0010002832252784541 0.0014222049077917279 0.001396430166117596 0.0011957737379789668 0.001250231058845877 0.0011966144917022747 0.0014398442239657756 0.0010329877105655361
leaf_count=65 162 132 423 293 69 236 531 171 172 261 380 226
internal_value=0 8.43792e-05 -0.000128563 4.34152e-05 -0.000191545 3.62971e-05 -0.000212336 3.72509e-05 0.000433878 -4.82681e-06 -0.000672555 6.03132e-05
internal_weight=0 0.0154561 0.0137136 0.012698 0.0115447 0.0105445 0.00912225 0.00772582 0.00653004 0.00527981 0.00366945 0.00247283
internal_count=3121 3056 2894 2762 2469 2400 2164 1633 1462 1290 867 606
is_linear=0
shrinkage=0.00589082


Tree=2024
num_leaves=14
num_cat=0
split_feature=52 1 43 40 3 15 133 52 2 3 16 15 151
split_gain=6.39792e-05 0.000152806 0.000105622 0.000107048 0.000114802 0.000103978 0.000126801 0.000131369 0.00022344 0.000241223 0.000113546 0.000102103 7.9614e-05
threshold=-0.40306999999999998 0.13436000000000001 0.16180500000000003 -0.013874999999999998 0.12745000000000004 0.090615000000000015 0.084415000000000018 0.11125500000000001 0.088475000000000012 -0.080884999999999985 -0.088394999999999987 -1.0000000180025095e-35 -0.0077149999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 6 7 8 10 -10 -5 -12 -11
right_child=1 -3 -4 4 -6 -7 -8 -9 9 12 11 -13 -14
leaf_value=-0.0016651816265372999 0.0019795306129744188 0.0025568688142462905 -0.0022817828238154638 -0.0020493692376897352 -0.0022286974502829368 -0.001741947197923334 -0.0017607172195082141 -0.0016522994601686943 0.0044931977428970251 -0.00066120273624706988 -0.00080062343036946379 0.0023028237642995163 0.0019979430445367383
leaf_weight=0.0010829480639793472 0.0013130650215812155 0.0011642164734946376 0.0010174889030079579 0.0011827179313380906 0.0011738430734942193 0.001337814082730677 0.0012150685135263713 0.0010411459413458696 0.0014214069661550033 0.0010234546153813362 0.0011039946271136679 0.0010025619053487898 0.0012270993700146116
leaf_count=324 231 195 191 214 74 454 534 146 137 60 166 279 116
internal_value=0 0.000105803 -9.71585e-05 7.32756e-05 -0.000140128 9.21399e-05 0.000358338 0.000680092 0.00102893 0.00222269 -0.00030371 0.000676383 0.000788679
internal_weight=0 0.0152239 0.0140597 0.0130422 0.0117291 0.0105553 0.00921745 0.00800238 0.00696124 0.00367196 0.00328927 0.00210656 0.00225055
internal_count=3121 2797 2602 2411 2180 2106 1652 1118 972 313 659 445 176
is_linear=0
shrinkage=0.00704007


Tree=2025
num_leaves=18
num_cat=0
split_feature=1213 1374 457 484 15 11 457 48 3 15 15 3 16 4 13 52 12
split_gain=0.000401567 0.000189722 0.000282851 0.000182079 0.000198469 0.000245169 0.000159529 0.000236987 0.000209498 0.000183897 0.000209678 0.000336208 0.000225939 0.000194417 0.000136959 0.000151955 8.52978e-05
threshold=-1.0000000180025095e-35 -0.094929999999999987 0.088350000000000026 -0.0068949999999999992 -0.24436499999999997 0.080455000000000013 -0.065884999999999985 0.016865000000000002 0.092670000000000016 0.095175000000000023 -0.016799999999999995 -0.073884999999999992 -0.056919999999999991 0.0082450000000000006 -0.083894999999999983 0.086965000000000015 0.081420000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 -5 6 -6 9 -9 10 11 -8 -13 14 15 -12 -16
right_child=1 2 -4 4 5 -7 7 8 -10 -11 13 12 -14 -15 16 -17 -18
leaf_value=-0.00098375599950357539 -0.00062892971143700834 -0.00055943487017673756 0.00076425945873751129 0.00061832281485788942 -0.0005432889092366576 -0.00071730742907691976 0.00043762919167104815 0.00081513020994941285 -4.5572135212688746e-05 -0.00061339709444200978 0.0008845685472773252 -6.0571699575222336e-05 -0.0010480971857481812 0.00084523292338777045 0.00018757641201098792 8.6766658931227462e-06 -0.00032083888149908249
leaf_weight=0.001051581105759313 0.0010639493407733616 0.0013209376709433429 0.0014057174147156367 0.0015059429432474408 0.0010542701753127335 0.0011228168293755383 0.0012374139260879213 0.0019748253506807209 0.0011623662738733387 0.0011483773286672947 0.0010101990508100097 0.0011105295804027526 0.0013025359631671897 0.0011254249102594649 0.0015915634666095 0.0010401275618825423 0.0018418924326935038
leaf_count=491 55 463 116 224 127 138 261 255 64 195 63 63 80 35 90 31 370
internal_value=0 3.37015e-05 6.73454e-05 1.72328e-05 5.90218e-05 8.6535e-06 6.09064e-05 0.0001047 0.00049623 -2.97013e-06 6.53556e-05 -0.000244056 -0.000593623 0.000236254 0.000111274 0.00044023 -8.51652e-05
internal_weight=0 0.0220189 0.0209549 0.0195492 0.0182283 0.0167223 0.0155995 0.0145453 0.00313719 0.0114081 0.0102597 0.00365048 0.00241307 0.00660921 0.00548378 0.00205033 0.00343346
internal_count=3121 2630 2575 2459 1996 1772 1634 1507 319 1188 993 404 143 589 554 94 460
is_linear=0
shrinkage=0.00160853


Tree=2026
num_leaves=12
num_cat=0
split_feature=42 43 16 13 474 160 133 151 1 2 4
split_gain=5.96026e-05 9.15764e-05 0.00012977 0.000109618 0.000119741 0.000217191 0.000141326 0.000149839 0.00015376 9.96673e-05 2.29409e-05
threshold=-0.11051499999999999 -0.17390999999999998 0.22339500000000004 -0.23438999999999996 0.084660000000000027 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.0083949999999999979 0.10089500000000001 0.089885000000000007 -0.072334999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 5 -5 -7 -8 9 -9 -4
right_child=1 2 10 4 -6 6 7 8 -10 -11 -12
leaf_value=-0.0017701271181157932 0.0019290222646352029 0.0025742213509008485 -0.0027797048971446923 -0.0028317610225261757 0.0025514491036758599 -0.0018546460791636359 -0.0012493114297935611 -0.00098052349152074779 0.0036561047931536138 0.0019275309888036032 -0.001095249410107278
leaf_weight=0.0011280955391701391 0.0015741281279984505 0.0011348075355051982 0.001017140467481692 0.0017381210742886104 0.0010251143474338193 0.0015594928001727102 0.0016123524464279832 0.0014263253585022791 0.0014831196963455721 0.0015413512593873413 0.0010157188114697643
leaf_count=181 138 151 143 598 243 589 201 277 156 201 243
internal_value=0 0.000118974 -9.12474e-05 0.000234629 -2.10051e-05 -0.000302719 0.000273955 0.000821449 0.00157161 0.000529861 -0.00193807
internal_weight=0 0.0151277 0.0135535 0.0115207 0.0103859 0.00936076 0.00762264 0.00606315 0.0044508 0.00296768 0.00203286
internal_count=3121 2940 2802 2416 2265 2022 1424 835 634 478 386
is_linear=0
shrinkage=0.00792826


Tree=2027
num_leaves=12
num_cat=0
split_feature=11 48 0 1 151 2 4 16 133 16 4
split_gain=6.01145e-05 7.10992e-05 0.0001612 0.00010712 9.78392e-05 0.000130092 0.00010926 0.000140401 8.33977e-05 9.94942e-05 0.000105946
threshold=0.081790000000000015 0.016865000000000002 -0.20211999999999997 0.089875000000000024 -0.00099499999999999979 0.10882500000000002 0.16173500000000005 -0.091354999999999978 -0.078539999999999985 0.16703000000000004 -0.082109999999999975
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 -3 -4 -1 6 7 -6 -9 10 -10
right_child=-2 2 3 -5 5 -7 -8 8 9 -11 -12
leaf_value=-0.0020319638330355107 -0.0014740507694456508 -0.0005838855296842198 0.00035738410874348479 0.0032567577751919444 -0.0029118877736918759 0.0017461213662165822 0.0014900302604557922 0.0015143558979403239 0.001639277951927787 -0.0018468889085802406 -0.0011348260726249805
leaf_weight=0.0011777503333326661 0.0011882613001122913 0.0020034707543619135 0.0010176610314650289 0.0013675154319135428 0.001083692775583252 0.0016753027786846359 0.0012575257579203799 0.001006205499934909 0.001236211594966786 0.0018328847797172768 0.0012862356135282613
leaf_count=314 175 82 260 238 274 339 142 222 340 171 564
internal_value=0 0.000107285 0.000831136 0.00201971 -0.000193661 3.7204e-05 -0.000334475 -0.000690454 -0.00024145 -0.00064709 0.000224719
internal_weight=0 0.0149445 0.00438865 0.00238518 0.0105558 0.00937806 0.00770276 0.00644523 0.00536154 0.00435533 0.00252245
internal_count=3121 2946 580 498 2366 2052 1713 1571 1297 1075 904
is_linear=0
shrinkage=0.0067667


Tree=2028
num_leaves=12
num_cat=0
split_feature=48 4 457 151 15 49 15 0 52 13 2
split_gain=6.80614e-05 0.00012478 0.000119468 0.000145585 0.000141448 0.000127515 0.000195368 0.00023276 9.19281e-05 0.000121324 8.63587e-05
threshold=0.12879500000000002 0.27834500000000006 0.088350000000000026 -0.086654999999999982 0.091915000000000011 -0.006494999999999999 -0.10324499999999999 -0.10011499999999998 0.083680000000000018 -0.0034749999999999994 0.088555000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 -5 -7 -8 9 -9 -10
right_child=-2 -3 -4 4 -6 6 7 8 10 -11 -12
leaf_value=0.0020351610157881396 -0.0016228607480914341 0.0016764461159903749 0.0017393134855094225 -0.0020243473996339012 -0.0026915014221897014 -0.0024657218172075973 0.0028538714541782107 0.00021698018753588596 0.0021893698558129531 -0.0024814645426987549 -0.00018751192255135032
leaf_weight=0.0010089003705500152 0.0010327542276992166 0.0018672850473300225 0.0013146754599664421 0.0015115717971140178 0.0011624379229753937 0.0011382454671958094 0.0013607203992469542 0.001616459786837228 0.0010344028195541366 0.0012497014075739839 0.0017247845235465881
leaf_count=180 90 322 116 292 446 176 116 559 382 286 156
internal_value=0 0.000103362 -0.000120493 -0.000327573 -0.000548326 -0.000289781 3.2944e-05 0.000440053 -0.000143827 -0.000959594 0.000703567
internal_weight=0 0.0149892 0.0131219 0.0118072 0.0107983 0.00963589 0.00812431 0.00698607 0.00562535 0.00286616 0.00275919
internal_count=3121 3031 2709 2593 2413 1967 1675 1499 1383 845 538
is_linear=0
shrinkage=0.00650394


Tree=2029
num_leaves=12
num_cat=0
split_feature=48 457 4 15 15 49 42 403 12 3 3
split_gain=5.5499e-05 0.000103632 0.000108597 0.000142372 0.000136866 0.000130989 0.000145968 0.000107322 0.000271488 0.000122776 8.36787e-05
threshold=0.12879500000000002 0.088350000000000026 0.40473500000000007 -0.11713499999999999 -0.094549999999999981 -0.050619999999999991 0.086730000000000015 0.03138500000000001 0.084100000000000022 0.076840000000000006 -0.082974999999999979
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -5 -6 7 8 9 -7 -8
right_child=-2 -3 -4 4 5 6 10 -9 -10 -11 -12
leaf_value=-0.0027062489567791699 -0.001529133704345514 0.0018724659892498802 0.0015969616965403545 0.0016776770737424939 -0.0021058098159438903 0.0031594379815710143 -0.00021432984507287889 0.0023854083552301963 -0.0019608604859491004 0.00015356367649068092 -0.0029558381575290837
leaf_weight=0.0010302419410357809 0.0010266462080795727 0.0013676593407811266 0.0015594057084859963 0.0017191217057557799 0.0016876684040350596 0.0011230126033397137 0.001035961604760452 0.0011593179793636943 0.0017758323439877217 0.0013951771242426414 0.0010036986915928185
leaf_count=204 90 150 261 155 251 174 183 153 778 111 611
internal_value=0 9.76068e-05 -8.23416e-05 -0.000301848 -7.45851e-05 -0.000402704 -1.9109e-05 0.000558488 6.52483e-05 0.00149406 -0.0015634
internal_weight=0 0.0148571 0.0134894 0.01193 0.0108998 0.00918067 0.007493 0.00545334 0.00429402 0.00251819 0.00203966
internal_count=3121 3031 2881 2620 2416 2261 2010 1216 1063 285 794
is_linear=0
shrinkage=0.0067667


Tree=2030
num_leaves=21
num_cat=0
split_feature=1213 124 42 42 133 456 43 4 160 474 52 2 3 150 2 3 2 3 42 3
split_gain=0.000454478 0.000267482 0.000313612 0.000292664 0.000305927 0.000247508 0.000213046 0.00030826 0.000196972 0.000437602 0.000356446 0.000249959 0.000308786 0.000225308 0.000212321 0.000189314 0.00017443 0.000158403 0.000146967 0.000122221
threshold=-1.0000000180025095e-35 0.10281000000000001 -0.11466499999999999 -0.091214999999999977 0.10722500000000001 0.086265000000000022 -0.15582499999999996 -0.46376499999999993 -1.0000000180025095e-35 0.084660000000000027 0.13389000000000004 0.11215000000000001 0.10299500000000002 0.087170000000000011 0.088475000000000012 0.10893000000000001 0.092755000000000018 0.084940000000000015 0.08623500000000002 -0.00083499999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 5 6 -5 -8 9 17 11 12 13 14 18 -13 -16 -9 19 -10
right_child=1 -3 3 4 -6 -7 7 8 10 -11 -12 15 -14 -15 16 -17 -18 -19 -20 -21
leaf_value=-0.0010447335590381356 -0.00092043311163944098 0.00089688487577691673 0.00089272980814283009 0.00068660803435105109 -0.00083980167165456589 -0.00077354051327351903 -0.00087505980399296224 -0.001129082349901758 -0.00063565837115420686 0.00060769048205212709 0.0011136725457832387 0.00014651835493608063 0.0010540362325653341 -0.0005139508541193577 0.0010769205192855289 -0.0008115180957685603 0.00015180499915618098 -0.0002382259291362112 0.00048819324139149316 0.00011949356515198485
leaf_weight=0.0011801879477623808 0.0010249505546313228 0.0010173475462352801 0.0011271753311708757 0.0016242993480481962 0.0011922853206340197 0.0010051041622737003 0.001009946623375938 0.0011676450289988287 0.0011824366250806776 0.0011345169281559986 0.0011287922155002192 0.0010987617472592243 0.0011799709061888208 0.0013600770724871841 0.0012902166852375718 0.0013266667136804244 0.0011003169105021637 0.0011586926154407706 0.0012070649790172916 0.0013235073851587528
leaf_count=491 123 39 109 79 333 174 160 374 255 151 57 130 51 74 95 81 145 62 113 25
internal_value=0 4.06414e-05 2.16948e-06 4.59129e-05 -6.70677e-07 5.11732e-05 9.64871e-05 3.89818e-05 9.79353e-05 -0.000261485 0.000199913 0.00010673 0.00024261 0.000114326 0.000254328 -0.000377511 0.000651108 -0.000685368 -1.12958e-06 -0.000236827
internal_weight=0 0.0236598 0.0226424 0.0216175 0.0204903 0.019298 0.0182929 0.0166686 0.0156587 0.00346085 0.0121978 0.011069 0.00864359 0.00746362 0.00610354 0.00242543 0.00239053 0.00232634 0.00371301 0.00250594
internal_count=3121 2630 2591 2468 2359 2026 1852 1773 1613 587 1026 969 758 707 633 211 240 436 393 280
is_linear=0
shrinkage=0.00170698


Tree=2031
num_leaves=18
num_cat=0
split_feature=1213 124 42 456 4 0 43 16 47 1 3 15 13 151 4 0 4
split_gain=0.000409699 0.000282045 0.000330916 0.000217714 0.000200676 0.00029037 0.000314986 0.000313729 0.000183003 0.000231074 0.000358029 0.000274707 0.000210383 0.000205509 0.000258524 0.000192489 0.000177664
threshold=-1.0000000180025095e-35 0.10281000000000001 -0.11051499999999999 0.086265000000000022 -0.49405499999999997 -0.060129999999999996 -0.074359999999999996 0.22339500000000004 0.087235000000000021 0.085110000000000005 -0.084074999999999997 0.083935000000000023 -0.095304999999999987 -0.024429999999999997 0.0061450000000000003 -0.17169499999999996 0.24564500000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 -4 8 -7 -8 9 10 -6 -12 -11 -14 -15 -16 -10
right_child=1 -3 3 -5 5 6 7 -9 16 12 11 -13 13 14 15 -17 -18
leaf_value=-0.00093886993749558859 -0.00087329715092849983 0.00084474577443688554 -0.00044089252124988122 -0.00067877094333491006 -0.00096586091335555322 0.001186640265654605 0.00059096839741142439 -0.00048486604265104586 -0.00064021296331315931 0.00089813779217375077 -0.00043404243504321889 0.00056666450444161102 0.00062515696799145574 -0.00049775886811504562 0.00078837882981177654 -0.00012617116409645117 9.5160175633297054e-05
leaf_weight=0.0011312550088480719 0.001038356483153687 0.0010179627822808892 0.001712487020300908 0.0010007628084410794 0.0010764874240964768 0.0011628756366585287 0.0019491527001604296 0.0010304674843819583 0.0018157419493605711 0.001169196480591661 0.0012615679736690958 0.0014854844760034958 0.0016860601229724548 0.0016985863648556476 0.0011033740734873176 0.0011891514867672787 0.0014854352000327267
leaf_count=491 130 39 150 180 350 123 150 61 196 113 389 203 109 272 32 83 50
internal_value=0 3.33362e-05 -4.44006e-06 3.88783e-05 7.51031e-05 0.000123886 0.000490565 0.000218903 1.51641e-05 0.000115555 -0.000194987 0.000107096 0.000288986 0.000163533 -3.14815e-05 0.000313994 -0.000309316
internal_weight=0 0.0228832 0.0218652 0.0208268 0.0198261 0.0181136 0.0041425 0.00297962 0.0139711 0.0106699 0.00382354 0.00274705 0.00684637 0.00567717 0.00399111 0.00229253 0.00330118
internal_count=3121 2630 2591 2461 2281 2131 334 211 1797 1551 942 592 609 496 387 115 246
is_linear=0
shrinkage=0.00157699


Tree=2032
num_leaves=13
num_cat=0
split_feature=1 0 11 48 151 2 42 13 43 4 13 52
split_gain=6.05448e-05 0.000105417 8.62403e-05 0.000111177 0.000148636 0.000143088 0.000151993 0.000130011 8.06261e-05 0.000104122 0.000133027 5.94925e-05
threshold=0.12500000000000003 -0.053834999999999994 0.081790000000000015 0.016865000000000002 -0.00099499999999999979 0.10882500000000002 0.091545000000000015 -0.010384999999999998 -0.084004999999999982 0.053180000000000012 -0.095304999999999987 -0.066844999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 -1 6 8 -5 -6 10 -10 -9
right_child=1 -3 -4 7 5 -7 -8 11 9 -11 -12 -13
leaf_value=-0.0035520764396884783 0.0029918370598144349 -0.00065680292214848404 -0.0025427760405181588 0.0036378754719550667 0.0015059523615507859 0.0022098257443954458 -0.0035856163352286459 -0.00098836459059350036 0.00034244647612554751 0.0011951489330701932 -0.0034670629675636975 0.0015787870804856473
leaf_weight=0.0010217625620056328 0.0011874939580225202 0.0010616944206984615 0.0010450212170967079 0.0010930661516066892 0.0015555738925507748 0.0014879057699495601 0.0010670954241040441 0.0014096133370625763 0.0011958803236127328 0.0012918186701510459 0.0014185819734028292 0.0011689405775161471
leaf_count=290 163 116 158 270 288 258 367 116 62 120 793 120
internal_value=0 0.00126955 -0.000219431 -2.84085e-05 -0.000529928 -0.000144749 -0.000681342 0.00120621 -0.000113927 -0.000759001 -0.00172456 0.000175407
internal_weight=0 0.00224919 0.0137553 0.0127102 0.00903862 0.00801686 0.00652895 0.00367162 0.00546185 0.00390628 0.00261446 0.00257855
internal_count=3121 279 2842 2684 2178 1888 1630 506 1263 975 855 236
is_linear=0
shrinkage=0.00841354


Tree=2033
num_leaves=17
num_cat=0
split_feature=1213 1374 1447 453 4 15 15 133 160 42 4 12 16 13 16 1
split_gain=0.000417006 0.000307605 0.000332472 0.000385059 0.00027631 0.000279497 0.000434201 0.000201273 0.000249224 0.000210915 0.000187451 0.000320784 0.000212444 0.00021447 0.000185866 0.000180588
threshold=-1.0000000180025095e-35 -0.094929999999999987 -1.0000000180025095e-35 1.0000000180025095e-35 0.24564500000000003 -0.10469999999999999 -0.094549999999999981 -0.083244999999999986 -1.0000000180025095e-35 0.091295000000000015 -0.055319999999999994 0.051320000000000005 0.15891500000000003 -0.0030199999999999997 0.23311500000000004 0.111945
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 5 -4 -7 -8 -9 10 12 -12 13 -10 -11 -6
right_child=1 2 3 -5 15 6 7 8 9 14 11 -13 -14 -15 -16 -17
leaf_value=-0.00093931627722696582 -0.00081758545835124369 -0.00079676959600986517 -0.00066752040357510129 -0.00083215136844010042 0.00021020035991316518 0.0009788277698415406 0.00054243585968760221 -0.00055588173988156296 0.00097471704633299208 8.3957262946377545e-05 6.4337265307565228e-05 -0.00097585500110819218 -0.00026948430439661199 3.1203323571164423e-05 0.00098329421967663453 0.00091478587852119155
leaf_weight=0.001216714784153832 0.001065560772390838 0.0010957699686373673 0.0012256869448767855 0.0010616073993753297 0.0019258789515565469 0.0014167250909074515 0.0018126912065633818 0.0019675589413707889 0.0011369906401378334 0.0013326775337175745 0.0018877432440244238 0.0012921394543367604 0.0017729629135692093 0.0013798024704987366 0.0010735560929458488 0.0018408037480656982
leaf_count=491 55 255 171 78 119 78 222 419 158 183 117 221 121 103 73 257
internal_value=0 2.66535e-05 6.71343e-05 0.000111942 0.000161892 7.11494e-05 0.000131216 4.32826e-05 -3.31151e-05 7.10351e-05 -6.23826e-05 -0.000358343 0.000157005 0.000457447 0.000485202 0.000554536
internal_weight=0 0.0232882 0.0222226 0.0211268 0.0200652 0.0162985 0.0150728 0.0136561 0.0118434 0.00987587 0.00746964 0.00317988 0.00428976 0.00251679 0.00240623 0.00376668
internal_count=3121 2630 2575 2320 2242 1866 1695 1617 1395 976 720 338 382 261 256 376
is_linear=0
shrinkage=0.00160853


Tree=2034
num_leaves=18
num_cat=0
split_feature=1213 1374 457 484 15 11 3 16 13 0 4 50 12 42 2 52 13
split_gain=0.000370801 0.000211185 0.00034077 0.000234389 0.000183883 0.000220671 0.000178278 0.000230255 0.000316769 0.000228171 0.000261357 0.000162841 0.000162381 0.000220485 0.000171197 0.000306939 0.000148155
threshold=-1.0000000180025095e-35 -0.094929999999999987 0.088350000000000026 -0.0068949999999999992 -0.24436499999999997 0.081790000000000015 -0.10519499999999998 -0.25582999999999995 -0.010384999999999998 -0.11991499999999998 -0.0047449999999999992 0.088280000000000011 0.10345000000000001 -0.106335 -1.0000000180025095e-35 0.083680000000000018 0.14871000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 -5 6 16 8 -8 10 -9 12 13 -11 -15 -16 -6
right_child=1 2 -4 4 5 -7 7 9 -10 11 -12 -13 -14 14 15 -17 -18
leaf_value=-0.0010456024165894065 -0.00078333437534157673 -0.00076683146714318052 0.00066141027015333858 0.00044897575620716129 0.00063083562611301403 -0.00083489745078848155 -9.9353456308810272e-05 -0.00017623177486016629 -0.0012142682356833948 0.00027051558851105676 0.00087897658700741876 0.00035827539590663036 0.00024048470969480014 2.4054304780704051e-06 -0.0011860651896244789 -0.00026112091433670931 -8.4376817099055836e-05
leaf_weight=0.0011493377982694499 0.0011557794169476656 0.001397899498158192 0.0013976584811767325 0.0014160088634378029 0.0013841203073046626 0.0010724730494620074 0.0014169935684591461 0.0011410877455297896 0.0011465277025160476 0.0010055015535225245 0.0011950860422444915 0.0011292069472640665 0.0011944615198713759 0.0010932272425610524 0.0017363805744036193 0.0018352820563672656 0.0015017983293001969
leaf_count=491 55 463 116 224 75 130 92 79 43 52 48 263 102 76 434 321 57
internal_value=0 -0.000127004 -9.09907e-05 -0.000144464 -9.68393e-05 -0.000142702 -9.56562e-05 -0.000174958 -0.000597996 -6.99775e-05 0.000363567 -0.000196676 -0.000287961 -0.000399277 -0.000543649 -0.000710787 0.000258647
internal_weight=0 0.0222195 0.0210637 0.0196661 0.0182682 0.0168521 0.0157797 0.0128938 0.00256352 0.0103302 0.00233617 0.00799406 0.00686485 0.00567039 0.00466489 0.00357166 0.00288592
internal_count=3121 2630 2575 2459 1996 1772 1642 1510 135 1375 127 1248 985 883 831 755 132
is_linear=0
shrinkage=0.00157699


Tree=2035
num_leaves=20
num_cat=0
split_feature=1213 124 1447 13 4 453 1 131 0 52 16 16 47 4 1 4 4 49 0
split_gain=0.000365331 0.000251127 0.000207174 0.000227665 0.000244732 0.000256203 0.000171908 0.000212072 0.000189886 0.000185861 0.000178305 0.000315948 0.000147225 0.000191163 0.000357225 0.000199791 0.000289939 0.000103601 3.97557e-06
threshold=-1.0000000180025095e-35 0.10281000000000001 -1.0000000180025095e-35 0.25761500000000009 -0.49405499999999997 1.0000000180025095e-35 0.12337000000000002 0.08844500000000001 1.0000000180025095e-35 -0.088204999999999992 0.0047850000000000011 -0.056919999999999991 0.10621500000000002 0.053180000000000012 0.08592000000000001 -0.0016099999999999997 -0.077834999999999988 0.005085000000000001 0.13134000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 -4 6 7 8 9 -6 11 12 13 15 -15 16 -11 -8 -10
right_child=1 -3 3 -5 5 -7 17 -9 18 10 -12 -13 -14 14 -16 -17 -18 -19 -20
leaf_value=-0.00083408581874501756 -0.0006569395079360779 0.00076990424109013274 -0.00061637238611624945 -0.00065549102237234716 -0.00038916403661956047 -0.00060509816395078045 0.0008465491169234987 -0.00052386310011809693 0.0006434196625974217 -0.00018363005772619939 0.00065257251738727281 -0.00052729416380598894 -0.00033293649234179823 -6.2899391899622368e-05 0.0010654172824375151 -0.00035380635988850514 0.00094362308007826931 0.00019439714565837741 0.00050872336759989669
leaf_weight=0.0011860743961512451 0.0010664191061092723 0.0010040547016748605 0.0011413319983386528 0.0010621983592289377 0.0017127725860563497 0.0010932445937947835 0.001200268085408354 0.0011793326664152068 0.0010079102639306567 0.001069816271254795 0.0014015812607375685 0.0016522695811557039 0.0010008058912873707 0.0010952379266253587 0.0015670435901085911 0.0015136229337727736 0.0010279236759706545 0.0010485909380131761 0.0010058312391604124
leaf_count=491 255 39 126 70 327 76 200 256 67 264 96 280 38 93 92 106 155 50 40
internal_value=0 2.87003e-05 -5.3655e-06 2.80733e-05 6.48973e-05 0.000106755 0.000151268 9.35199e-05 0.000145324 7.32746e-05 0.000149962 7.10475e-05 0.000206951 0.000293077 0.000601238 6.59011e-05 0.000368741 0.000542466 0.000576141
internal_weight=0 0.0228503 0.0218462 0.0207798 0.0197176 0.0185763 0.017483 0.0152341 0.0140548 0.0120411 0.0103283 0.00892672 0.00727445 0.00627364 0.00266228 0.00361136 0.00209774 0.00224886 0.00201374
internal_count=3121 2630 2591 2336 2266 2140 2064 1814 1558 1451 1124 1028 748 710 185 525 419 250 107
is_linear=0
shrinkage=0.00151575


Tree=2036
num_leaves=13
num_cat=0
split_feature=403 11 43 52 2 4 16 0 13 3 16 13
split_gain=5.7482e-05 6.58208e-05 7.19303e-05 0.000183408 0.000134483 0.000179937 0.000144834 0.000133375 0.000199928 0.000141035 0.000102535 9.84491e-05
threshold=-1.0000000180025095e-35 0.081790000000000015 -0.052894999999999991 -0.085984999999999992 0.10613000000000002 0.058735000000000009 -0.0087049999999999992 -0.019414999999999998 0.0015850000000000003 -0.075944999999999985 -0.088159999999999988 -0.012549999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 7 -4 6 -6 10 8 9 -2 11 -5
right_child=1 -3 3 4 5 -7 -8 -9 -10 -11 -12 -13
leaf_value=-0.0015523300376845555 -5.7176943953011144e-05 -0.0014407925550782995 -0.0027504460364218895 0.0024863022906451647 0.00073446567687449082 -0.002529294054068207 0.0030893925571873785 0.0026147210813958844 -0.0018865997770437289 0.0032208610414810046 -0.0012185681160756623 -9.0117496428773649e-05
leaf_weight=0.0010132429305615585 0.0013568962027733006 0.001157976909163084 0.0010541270352931878 0.0011632157206615959 0.0014640560700425187 0.0015103650465464885 0.001019699453840491 0.0013600069706225775 0.0013180074393109587 0.0010058108816999242 0.0013267702212539645 0.0014873231483038332
leaf_count=756 604 169 183 157 98 158 82 120 187 279 209 119
internal_value=0 7.95088e-05 0.000204664 -0.000149865 0.000194031 -0.000922821 0.000858827 0.000839459 0.000183508 0.00133829 0.000286956 0.00104057
internal_weight=0 0.0152243 0.0140663 0.00902556 0.00797143 0.00297442 0.00499701 0.00504072 0.00368071 0.00236271 0.00397731 0.00265054
internal_count=3121 2365 2196 1006 823 256 567 1190 1070 883 485 276
is_linear=0
shrinkage=0.00663402


Tree=2037
num_leaves=18
num_cat=0
split_feature=1213 1374 457 11 52 1 52 133 47 51 42 151 1 4 43 4 42
split_gain=0.000384872 0.000241019 0.000268592 0.000210852 0.000145704 0.000156506 0.000168435 0.00022826 0.00019909 0.000261588 0.000328621 0.000236366 0.000148648 0.000333813 0.000112685 8.98535e-05 2.38723e-05
threshold=-1.0000000180025095e-35 -0.094929999999999987 0.088350000000000026 0.087830000000000005 0.19022000000000003 0.13146500000000003 -0.11592499999999999 0.10722500000000001 1.0000000180025095e-35 -0.076794999999999988 -1.0000000180025095e-35 -0.024429999999999997 0.10124500000000002 -0.055319999999999994 0.016310000000000002 0.24564500000000003 0.08623500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 5 6 -3 8 9 -8 -11 -12 13 14 16 -10 -13
right_child=1 2 -4 -5 -6 -7 7 -9 15 10 11 12 -14 -15 -16 -17 -18
leaf_value=-0.00094222264490194212 -0.00072029651134424943 -0.00047765287829589441 0.00074630895637254311 -0.00064788861939050536 -0.00040053370480366412 0.00054833437870287628 -0.00038625868963587364 -0.00055878113194434841 -0.00043478122973991798 -0.00037056374964751813 0.0012160130205971505 0.00016511932211376345 0.00095380909104158336 -0.00038961490310709116 0.00097190733165999335 0.00011979415678038414 0.00051420516245214028
leaf_weight=0.0011077377833464677 0.0010554873499750697 0.0014136235795557022 0.0014066949599267345 0.0011556426051009252 0.0016162511432325768 0.0018358102716596351 0.0012704783791198807 0.0012149044172953686 0.0016683194743967187 0.0012108613245969723 0.0011154245591619722 0.0010231758366563409 0.0010366504344665461 0.0013546276342705039 0.0011301352790102914 0.0013821646003115973 0.0010044298478077973
leaf_count=491 55 402 116 118 334 190 175 273 146 287 122 47 86 155 36 41 47
internal_value=0 2.95954e-05 6.75768e-05 1.84442e-05 6.05763e-05 0.000105309 5.04472e-05 0.000106112 0.000172344 0.000291034 0.000400298 0.000540356 0.00040454 0.000278353 0.000564903 -0.000183505 0.000338049
internal_weight=0 0.0218947 0.0208392 0.0194325 0.0182769 0.0166606 0.0148248 0.0134112 0.0121963 0.00914578 0.0078753 0.00666444 0.00554902 0.00451237 0.00315774 0.00305048 0.00202761
internal_count=3121 2630 2575 2459 2341 2007 1817 1415 1142 955 780 493 371 285 130 187 94
is_linear=0
shrinkage=0.00160853


Tree=2038
num_leaves=12
num_cat=0
split_feature=1 52 3 3 15 49 3 12 49 43 1
split_gain=6.56019e-05 0.000112781 0.000182604 0.000115062 0.000124121 8.72131e-05 0.000137505 0.000209746 9.89245e-05 7.9796e-05 4.81663e-05
threshold=0.10089500000000001 0.11434500000000002 0.090900000000000009 -0.11255999999999998 -1.0000000180025095e-35 -0.043469999999999995 0.10732000000000001 0.091200000000000017 0.006170000000000001 -0.077044999999999988 0.091345000000000023
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 10 -2 7 -7 -8 -6 -5
right_child=5 -3 -4 4 9 6 8 -9 -10 -11 -12
leaf_value=0.0008312801570687714 0.0020601280410070888 -0.0025733386718714028 0.00194451344985799 -0.0037814450522273323 0.0013849696773780272 0.0031823352342465932 -0.0028456689217809372 -0.0007807559530498406 0.00031996014479867066 -0.0012180629473647715 -0.0015389402029850417
leaf_weight=0.0019347778445825128 0.0015510965188358303 0.0011372179620914085 0.001813362959248721 0.0010130472332687606 0.0010009235910102268 0.0013748095615476576 0.001114361906417477 0.0014960747969762211 0.0010091991235121611 0.0017131714105701875 0.0010427591154847926
leaf_count=186 193 362 95 723 151 216 99 207 65 744 80
internal_value=0 -0.000406827 -0.000117583 -0.000675302 -0.00128641 0.00054301 7.18466e-05 0.00111709 -0.00134124 -0.000258098 -0.00264399
internal_weight=0 0.00965526 0.00851804 0.00670468 0.0047699 0.00654554 0.00499445 0.00287088 0.00212356 0.0027141 0.00205581
internal_count=3121 2341 1979 1884 1698 780 587 423 164 895 803
is_linear=0
shrinkage=0.00732449


Tree=2039
num_leaves=20
num_cat=0
split_feature=1213 1447 1374 457 11 4 16 43 16 0 2 4 13 1 0 52 16 3 1
split_gain=0.000368479 0.00028419 0.000261122 0.000256422 0.000286374 0.000357654 0.000198163 0.000210431 0.000227175 0.000273279 0.000300329 0.000316671 0.000211649 0.000284695 0.000198219 0.0001701 0.000268967 0.000140435 2.33067e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.094929999999999987 0.088350000000000026 0.089270000000000002 0.27287000000000006 -0.36241499999999999 0.21122500000000002 -0.083134999999999987 -0.019414999999999998 0.097070000000000004 0.0061450000000000003 -0.083894999999999983 0.086560000000000012 -0.077999999999999986 0.024145000000000003 0.27776000000000006 0.11658 0.094385000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 5 6 -4 8 12 10 11 14 -8 -14 -10 -11 -17 -7 -13
right_child=1 2 3 -5 -6 17 7 -9 9 15 -12 18 13 -15 -16 16 -18 -19 -20
leaf_value=-0.00082734873737870789 -0.00071964531504262056 -0.00065823946262824195 -0.00044352391319402813 0.00068422900895843649 -0.0007127906066707767 0.0010399665864706728 0.00093627477195996976 -0.0005496124646912849 -0.0010807378445958154 0.00080853616063720427 0.00033095073429280527 0.00022542500335498696 0.00060709298501501014 -0.00039344101193174044 -0.00025880608126344556 -0.00043322170364013278 0.00063693925977613658 0.00027950795469476131 -9.3092654713367202e-05
leaf_weight=0.0011902635420953092 0.0010928386218995853 0.0010744050539015495 0.0018436502826611944 0.0015035178468707213 0.0010363397824837408 0.001075105947518736 0.0012386801171440087 0.0011073425443562943 0.0014547691209950307 0.001172864233154121 0.001873962327627765 0.0010207996783766632 0.0015030628336689051 0.0010787406741652461 0.0011682485759183514 0.0010399224221870895 0.0010346016460971441 0.0010699701944209827 0.0010084893020625429
leaf_count=491 255 55 101 116 101 176 120 143 486 108 285 34 191 67 215 43 11 90 33
internal_value=0 2.02436e-05 5.64955e-05 9.26666e-05 4.75789e-05 8.97401e-05 1.57219e-05 7.3314e-05 0.000124056 3.95049e-06 -0.000171331 -0.000373652 0.000431313 0.000189045 -0.000714663 0.000356214 0.000100486 0.000660648 6.71323e-05
internal_weight=0 0.0233973 0.0223045 0.0212301 0.0197265 0.0186902 0.0165451 0.0147015 0.0135941 0.00977366 0.00652627 0.00465231 0.00382048 0.0025818 0.00262302 0.00324739 0.00207452 0.00214508 0.00202929
internal_count=3121 2630 2375 2320 2204 2103 1837 1736 1593 1215 1053 768 378 258 701 162 54 266 67
is_linear=0
shrinkage=0.00148603


Tree=2040
num_leaves=18
num_cat=0
split_feature=1213 124 13 43 4 48 48 2 14 0 2 3 3 0 1 1 2
split_gain=0.000455665 0.000210204 0.000213629 0.000272068 0.000524553 0.000227101 0.000220313 0.000283757 0.000421362 0.000441743 0.000194718 0.000164066 0.000249279 0.000207319 0.000202463 0.000133605 0.000115992
threshold=-1.0000000180025095e-35 0.10195500000000002 0.25761500000000009 -0.15582499999999996 -0.49405499999999997 -0.086869999999999989 0.12879500000000002 0.10005000000000001 -0.23083499999999998 -0.09515499999999999 0.092875000000000013 -0.078934999999999991 -0.074084999999999998 -0.084044999999999995 0.086560000000000012 0.10871500000000002 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 -5 -6 7 10 -9 15 11 13 -13 -7 -14 -10 -16
right_child=1 -3 -4 4 5 6 -8 8 9 -11 -12 12 14 -15 16 -17 -18
leaf_value=-0.0010358823754129482 0.00059904209750392262 0.00072918671320507133 -0.00070377381584987137 -0.00114983458481981 -0.00069242402113674564 -0.00083024539885916029 -0.00052473242810477275 -0.00041278698253514222 0.00079147146014041229 0.00011626472397383125 -0.00065805976982533608 0.00090020948973694459 0.00053794503008577303 7.0725181593688245e-05 0.00021203100121506372 0.0016086120473388652 -0.00047427021659790107
leaf_weight=0.0011076586575658456 0.0019268711159906539 0.0010349637396705738 0.0010988825751796485 0.0010327963768252913 0.0010509261003910355 0.00102258107633989 0.0014175380734697809 0.0011335756032447158 0.0010154486593727807 0.0017849071398552555 0.0011116034654997534 0.0011253208684636196 0.0014188717143853715 0.0018678216850512158 0.0010300414144873201 0.0010561867723982987 0.001670528493118606
leaf_count=491 125 42 74 138 64 494 75 86 107 308 198 109 88 373 118 100 131
internal_value=0 2.16915e-05 -1.35732e-05 2.49953e-05 -3.73626e-05 3.14151e-05 8.00085e-05 0.000140221 0.000449346 0.000702758 -2.66011e-05 5.96825e-05 0.000229261 -0.000248025 4.59756e-05 0.00120808 -0.000212504
internal_weight=0 0.0217989 0.0207639 0.019665 0.0177381 0.0167054 0.0156544 0.0142369 0.00499012 0.00385654 0.00924677 0.00813517 0.00524476 0.0028904 0.00411944 0.00207164 0.00270057
internal_count=3121 2630 2588 2514 2389 2251 2187 2112 601 515 1511 1313 446 867 337 207 249
is_linear=0
shrinkage=0.00160853


Tree=2041
num_leaves=13
num_cat=0
split_feature=4 13 43 13 16 12 0 4 16 160 13 15
split_gain=7.21947e-05 0.000143307 0.000102366 0.000172871 0.000185814 0.000161334 0.000168407 9.73841e-05 0.000151065 0.00012011 0.000100449 9.1825e-05
threshold=-0.51843499999999987 -0.39067499999999994 -0.27207999999999993 0.11217000000000001 0.15891500000000003 0.092355000000000007 -0.076899999999999982 0.0061450000000000003 -0.088159999999999988 0.088755000000000014 -0.010384999999999998 -0.10469999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 5 6 7 8 -4 10 -9 -12
right_child=1 2 3 -5 -6 -7 -8 9 -10 -11 11 -13
leaf_value=-0.0016149624627086942 0.0019323996662437832 -0.0019407029813322194 0.00065052589541071974 0.0023446191557749555 -0.0024649609252770954 -0.0016716883665628326 0.0022341823223803528 0.0015703126664738864 -0.0021137813863533576 0.0023926436463923549 -0.0020592410795537779 0.0004646980957948428
leaf_weight=0.0010012342864240678 0.0014281427287672717 0.0010559313194567479 0.0013869175266566711 0.0011202094299904994 0.0011956283938628709 0.0016547020306155466 0.001569495834530631 0.0010583875226223977 0.0015983701962827886 0.0010685072695805209 0.0010299445405570484 0.0011415770256368862
leaf_count=65 138 134 284 87 389 566 233 179 855 69 65 57
internal_value=0 8.37439e-05 -0.000106473 4.45613e-05 -0.00017559 8.49033e-05 0.000413218 2.08358e-05 -0.000829528 0.000611421 2.21628e-05 -0.000732397
internal_weight=0 0.0153078 0.0138797 0.0128237 0.0117035 0.0105079 0.0088532 0.0072837 0.00298529 0.00429842 0.00322991 0.00217152
internal_count=3121 3056 2918 2784 2697 2308 1742 1509 1139 370 301 122
is_linear=0
shrinkage=0.0061288


Tree=2042
num_leaves=19
num_cat=0
split_feature=1213 1374 457 11 1447 51 15 0 403 4 16 0 16 2 47 52 16 3
split_gain=0.000471501 0.000291732 0.000339914 0.0002892 0.000255551 0.000262433 0.000468527 0.000263319 0.000258485 0.000221931 0.00025066 0.000300415 0.000299114 0.000432262 0.000358596 0.000219239 0.000367389 9.59733e-05
threshold=-1.0000000180025095e-35 -0.094929999999999987 0.092360000000000012 0.088215000000000002 -1.0000000180025095e-35 0.078435000000000019 -0.094549999999999981 0.18019500000000002 0.03138500000000001 0.26790000000000008 -0.014034999999999997 -0.11756999999999999 0.22339500000000004 0.092755000000000018 0.13082500000000002 1.0000000180025095e-35 -0.25582999999999995 0.11924500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 -3 7 -7 8 9 10 11 -6 13 -12 -14 16 -13 -11
right_child=1 2 -4 -5 5 6 -8 -9 -10 17 12 15 14 -15 -16 -17 -18 -19
leaf_value=-0.0010108758635597734 -0.00076384547246651727 -0.00070684287037637509 0.00088841728308785065 -0.00077879070640094752 -0.001027370581995602 0.0013215522479491193 1.0127182566629359e-05 0.00075671222829947773 0.00055380870598420592 0.00075933246763307759 -0.000123924254442779 0.00069897350191959712 -0.00077160801810178842 0.0011931255278051001 0.00039828296006447954 -0.0008380171633781189 -0.00049788820865330691 4.1476881911094758e-05
leaf_weight=0.0012015586934614316 0.0011501445998449702 0.0010589716722334682 0.0013285091203374391 0.001119144759236689 0.0016549730202792823 0.001274085709979389 0.0017278554629016609 0.0012681338518656929 0.0018420876133846556 0.0010020722984041977 0.0015708185189477275 0.0012712672073676989 0.0018014873728966069 0.0011707870325308734 0.0011590853765426345 0.0010269790393724609 0.0015109396259627801 0.001003290631180237
leaf_count=491 55 252 89 109 83 71 259 27 163 178 307 30 280 118 11 323 210 65
internal_value=0 4.23731e-05 8.30597e-05 3.32076e-05 7.7879e-05 0.000120972 0.000566723 3.87877e-05 -2.18516e-05 -0.000102359 -0.000192611 -0.000443727 4.80229e-05 0.000438514 -0.000313587 -0.000190152 4.8991e-05 0.000400187
internal_weight=0 0.0239406 0.0227905 0.021462 0.0203428 0.0192839 0.00300194 0.0162819 0.0150138 0.0131717 0.0111663 0.00546416 0.00570218 0.00274161 0.00296057 0.00380919 0.00278221 0.00200536
internal_count=3121 2630 2575 2486 2377 2125 330 1795 1768 1605 1362 646 716 425 291 563 240 243
is_linear=0
shrinkage=0.0016407


Tree=2043
num_leaves=12
num_cat=0
split_feature=2 4 12 3 150 1 15 42 48 4 2
split_gain=6.86362e-05 6.5045e-05 9.09992e-05 0.000135091 0.000183043 0.000110844 0.000154673 0.000128273 0.000110739 0.000107126 8.31772e-05
threshold=-0.0091949999999999983 0.27287000000000006 -0.040564999999999997 0.10542000000000001 0.086615000000000011 0.077565000000000009 0.024640000000000006 0.091295000000000015 0.092475000000000016 -0.082109999999999975 0.073895000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 7 10 9 -5 -4 -7
right_child=1 -3 3 8 -6 6 -8 -9 -10 -11 -12
leaf_value=0.0016238694146792024 -0.0020031202273074226 0.0011356313570061085 -0.00069687244198552063 0.0023721603316632211 -0.0029672559119571958 0.00033353266341657872 -0.0014032949628093997 0.00087660910779551924 -0.00061607207603624409 -0.0037810897879990194 0.0027846974982004822
leaf_weight=0.0012093673696863929 0.0014832029754497386 0.0017785773433523075 0.0013740411487596742 0.0017444100407892913 0.001360765229287686 0.0013646779015615285 0.0012605172768145739 0.0012031584770927847 0.0010095717407025973 0.0010057807904369012 0.0014968719841736977
leaf_count=179 177 268 356 77 181 191 352 314 58 772 196
internal_value=0 -0.0001541 -0.000326534 -0.000116148 -0.000539267 -0.000110467 0.000692522 -0.00103427 0.00127672 -0.00200035 0.00161573
internal_weight=0 0.0150816 0.013303 0.0118198 0.00906581 0.00770505 0.00412207 0.00358298 0.00275398 0.00237982 0.00286155
internal_count=3121 2942 2674 2497 2362 2181 739 1442 135 1128 387
is_linear=0
shrinkage=0.00718087


Tree=2044
num_leaves=13
num_cat=0
split_feature=484 15 15 133 160 42 52 52 52 16 15 52
split_gain=6.50955e-05 0.00011288 8.31495e-05 8.86901e-05 8.67405e-05 0.000108686 0.000149872 0.000102066 0.000145379 0.00020319 0.000131094 0.000108322
threshold=-0.0068949999999999992 -0.24436499999999997 -0.11713499999999999 0.10722500000000001 0.098320000000000005 0.09832500000000001 -0.24456499999999998 0.096795000000000006 -0.020999999999999994 -0.056919999999999991 0.084050000000000014 -0.085984999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 5 6 -4 8 11 10 -10 -8
right_child=1 2 3 -5 -6 -7 7 -9 9 -11 -12 -13
leaf_value=-0.0016992744702861704 0.0023305699040632607 -0.001841955977259602 -0.0024011581512701245 -0.0019416442432048408 -0.0017047912163537311 0.0025959673996001735 0.00011533839561839967 0.0019922482194366662 0.0016987955034911419 -0.0028804925812348585 -0.0012687409023639828 0.0033605334331898904
leaf_weight=0.0011090702749118947 0.0010885835001038678 0.001244204588463583 0.001003681471475064 0.0010073890043276598 0.0010364062631771165 0.0011120328974490454 0.0011141356607087087 0.0019156872247962226 0.0017613644413477913 0.0014079271905967682 0.0013605718708789155 0.0010122828258937221
leaf_count=503 232 187 238 325 102 133 169 320 204 173 394 141
internal_value=0 0.000103324 -7.01587e-05 0.000102993 0.000278678 0.000471019 0.000224246 0.000531651 0.000111289 -0.000615811 0.000405513 0.00166022
internal_weight=0 0.0150643 0.0139757 0.0127315 0.0117241 0.0106877 0.00957565 0.00857197 0.00665628 0.00452986 0.00312194 0.00212642
internal_count=3121 2618 2386 2199 1874 1772 1639 1401 1081 771 598 310
is_linear=0
shrinkage=0.00718087


Tree=2045
num_leaves=19
num_cat=0
split_feature=1213 1374 457 11 1447 51 15 3 16 403 3 43 151 4 43 2 13 3
split_gain=0.000347066 0.000327248 0.000264529 0.000233382 0.000231237 0.000253605 0.000448429 0.000205556 0.0002693 0.000232072 0.000251646 0.000435379 0.000206591 0.000278342 0.000204688 0.000122618 0.000107495 3.8055e-06
threshold=-1.0000000180025095e-35 -0.094929999999999987 0.088350000000000026 0.088215000000000002 -1.0000000180025095e-35 0.078435000000000019 -0.094549999999999981 -0.10519499999999998 -0.25582999999999995 0.03138500000000001 -0.077774999999999983 -0.074359999999999996 -0.00099499999999999979 0.24564500000000003 0.15359500000000004 0.081135000000000013 -0.0097949999999999982 -0.15327499999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 -3 7 -7 8 -6 10 -9 16 -13 14 15 -14 -12 -10
right_child=1 2 -4 -5 5 6 -8 9 17 -11 11 12 13 -15 -16 -17 -18 -19
leaf_value=-0.0010877726807248249 -0.0010537403445907878 -0.00088089204928092633 0.00060475098409778637 -0.00091137179302881212 0.000933562493216552 0.0012696437776289187 -0.00014058795770813143 -0.0009610051793198049 -4.9657795043203827e-05 0.00035028300158004101 0.0008390652110498492 -0.0010784757331496761 -0.00034705447976724353 0.00043360795137367615 0.00010938343258831358 -0.0010147516432303238 5.9723534021211709e-05 -0.00019771898893651961
leaf_weight=0.0012116240106344869 0.0011107816757842661 0.001068973478973701 0.0014337856789613237 0.0011198731666426367 0.0010738039751279349 0.0010813441330266294 0.0016742561046126916 0.0016226029543727908 0.0010065048980028024 0.0016252076231401966 0.0010521627900689379 0.0012067227873480135 0.0014404786403494716 0.0011882610421836276 0.0011886938182600337 0.0018063637241914343 0.0010114093198703815 0.0010167819912592019
leaf_count=491 55 252 116 109 60 71 257 729 60 137 141 61 80 113 63 182 84 60
internal_value=0 -0.000150149 -0.000103718 -0.000154046 -0.000109558 -6.37367e-05 0.000412811 -0.000149909 0.000242629 -0.000250035 -0.000342806 -0.000230024 -0.000437608 -0.000300095 -0.000496651 -0.000718524 0.00045709 -0.000124064
internal_weight=0 0.022728 0.0216172 0.0201834 0.0190636 0.0179946 0.0027556 0.015239 0.00309709 0.0121419 0.0105167 0.00889409 0.00683052 0.0056238 0.00443554 0.00324684 0.00206357 0.00202329
internal_count=3121 2630 2575 2459 2350 2098 328 1770 180 1590 1453 724 499 438 325 262 225 120
is_linear=0
shrinkage=0.00170698


Tree=2046
num_leaves=12
num_cat=0
split_feature=48 4 457 16 1 2 484 52 2 4 12
split_gain=6.08145e-05 0.000106348 0.000106622 0.000100453 0.000105689 0.000102563 0.000125281 0.000192021 0.000120957 0.000118098 8.24258e-05
threshold=0.12879500000000002 0.27834500000000006 0.080930000000000016 -0.36241499999999999 0.12873500000000002 0.10981000000000002 0.073690000000000019 -0.014264999999999998 0.09678500000000001 -0.083854999999999985 0.088245000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 6 7 -5 9 -9 -11
right_child=-2 -3 -4 4 -6 -7 -8 8 -10 10 -12
leaf_value=-0.0023534116464924257 -0.0017624406223663892 0.0017427393765164685 0.0014684083988229684 -0.0040873509659900258 0.0019258867788370616 0.0015007114319334225 0.0014841608657914873 0.0019149802148445728 -0.0027343007519581332 -0.0023470287305132611 0.00023181334541760946
leaf_weight=0.0013342354896181277 0.0010618139293133702 0.0018942715242216005 0.0019380443424887326 0.0010686321426588144 0.0011828554865616079 0.0012796498433906567 0.0011460983938824942 0.0012418052074589644 0.0011670821591795721 0.0011890216574028441 0.0016542122412621721
leaf_count=127 90 322 215 485 45 280 248 332 137 311 529
internal_value=0 8.73274e-05 -0.000150204 -0.000428707 -0.000170078 -0.000453532 -0.000788445 -0.00120052 -0.000613147 -7.13998e-06 -0.000846641
internal_weight=0 0.0150959 0.0132016 0.0112636 0.00992936 0.0087465 0.00746685 0.00632075 0.00525212 0.00408504 0.00284323
internal_count=3121 3031 2709 2494 2367 2322 2042 1794 1309 1172 840
is_linear=0
shrinkage=0.00747098


Tree=2047
num_leaves=18
num_cat=0
split_feature=1213 1374 1447 453 457 11 4 16 151 160 130 43 16 1 42 0 2
split_gain=0.000355622 0.000283559 0.000270068 0.000251191 0.000258582 0.000244672 0.00042167 0.000150078 0.000191724 0.000234918 0.000184762 0.000213254 0.000288112 0.000272935 0.00022116 0.000179365 9.2885e-05
threshold=-1.0000000180025095e-35 -0.094929999999999987 -1.0000000180025095e-35 1.0000000180025095e-35 0.092360000000000012 0.088065000000000018 0.27287000000000006 -0.36241499999999999 -0.086944999999999981 -0.090969999999999981 -1.0000000180025095e-35 -0.074359999999999996 -0.056919999999999991 0.080000000000000016 -1.0000000180025095e-35 -0.10224499999999999 0.090175000000000019
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 5 6 7 -4 -9 -10 -11 14 15 -14 -12 -13 -16
right_child=1 2 3 -5 -6 -7 -8 8 9 10 11 12 13 -15 16 -17 -18
leaf_value=-0.00092630030973287858 -0.00078501736229094024 -0.00075889219023876349 -0.00038808203661823784 -0.00065157995566256428 0.00091266811541869017 -0.00066344767232462474 0.00098382242772990171 0.00076899169975252341 -0.00068447552378729927 -0.00042923926877724882 2.7377191270031062e-05 -4.3735220286623693e-05 0.00014073218536987412 -0.00076243040412279331 0.0011487311296519247 0.00076843633968337762 0.0004838372392933843
leaf_weight=0.001099838219945192 0.0010951627383315446 0.0010059276936756683 0.0016825528273340324 0.001097243820338877 0.0011421064866516941 0.0010436062465957177 0.0015062046898674476 0.001161073258492574 0.0010154464246507908 0.0013646363205097401 0.0014591633475251192 0.0012985701285468361 0.0019579106778515832 0.001668082512641833 0.0012396824586262227 0.0016776270692957507 0.0010401243484880751
leaf_count=491 55 255 100 78 86 109 254 140 224 176 126 65 137 189 208 307 121
internal_value=0 2.92234e-05 7.09709e-05 0.000111984 0.000155492 0.000107753 0.000154898 7.46839e-05 0.000130772 7.2521e-05 0.000138188 0.000213067 3.57609e-05 -0.000274754 0.00052615 0.000414071 0.000845384
internal_weight=0 0.0224551 0.02136 0.020354 0.0192568 0.0181147 0.0170711 0.0155649 0.0138823 0.0127212 0.0117058 0.0103412 0.00660219 0.00362599 0.00373897 0.0029762 0.00227981
internal_count=3121 2630 2575 2320 2242 2156 2047 1793 1693 1553 1329 1153 698 326 455 372 329
is_linear=0
shrinkage=0.0016407


Tree=2048
num_leaves=17
num_cat=0
split_feature=1213 1374 457 484 15 11 3 48 13 13 16 403 0 1 4 4
split_gain=0.000331281 0.00017456 0.000289512 0.0002395 0.000201136 0.000220738 0.000194157 0.00018704 0.000179383 0.000220284 0.000259559 0.000194225 0.000218942 0.000300841 0.000169426 0.000371576
threshold=-1.0000000180025095e-35 -0.094929999999999987 0.088350000000000026 -0.0068949999999999992 -0.24436499999999997 0.081790000000000015 0.088060000000000013 0.082620000000000013 -0.094514999999999988 -0.063184999999999977 0.38525000000000004 0.03138500000000001 -0.066689999999999985 0.092390000000000014 0.056795000000000005 -0.064804999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 -5 6 7 8 -6 -10 11 12 13 -11 15 -8
right_child=1 2 -4 4 5 -7 14 -9 9 10 -12 -13 -14 -15 -16 -17
leaf_value=-0.00086453596098062661 -0.00059125075084096794 -0.0006415505301631128 0.00071484242486595214 0.00057632528704563925 0.00063863503764582485 -0.00070371071397038788 -0.0003926985319467955 0.00060746000683508641 -0.00056818199506028305 -0.0010720427372955573 0.00082843676270543873 0.00045448617732297367 0.00032213165672743092 -1.0958769035951757e-05 -0.00056492388577576139 0.00072311291232707211
leaf_weight=0.0010532639529090134 0.001053403382474726 0.0012838211003745005 0.0014723497486827794 0.0015810894467574643 0.0011467954100777208 0.0010032357212852441 0.0019329716633267324 0.0018592266367389873 0.0014140408232787074 0.0011168809088912147 0.0010025303111169809 0.0014427663185123535 0.0012479452700419839 0.0014917710462841044 0.0019386795920652844 0.0011306618981450347
leaf_count=491 55 463 116 224 60 130 86 277 457 347 58 88 95 64 55 55
internal_value=0 2.29451e-05 5.36597e-05 3.97249e-06 4.92374e-05 -5.83176e-07 4.42776e-05 0.000161623 6.80955e-05 -1.6702e-05 0.000107041 -2.94322e-05 -0.000210468 -0.000465256 -0.000207241 1.91019e-05
internal_weight=0 0.0221182 0.0210648 0.0195924 0.0183086 0.0167275 0.0157243 0.010722 0.00886273 0.00771593 0.00630189 0.00529936 0.0038566 0.00260865 0.00500231 0.00306363
internal_count=3121 2630 2575 2459 1996 1772 1642 1446 1169 1109 652 594 506 411 196 141
is_linear=0
shrinkage=0.00154607


Tree=2049
num_leaves=19
num_cat=0
split_feature=1213 1374 457 484 15 11 48 3 1 15 3 51 47 43 13 2 43 0
split_gain=0.000359184 0.000256052 0.000300167 0.000237318 0.000174116 0.000286091 0.000175678 0.000249077 0.000216499 0.000177803 0.000352018 0.000235519 0.000206672 0.000199762 0.000313562 0.000238117 0.000321898 2.29051e-05
threshold=-1.0000000180025095e-35 -0.094929999999999987 0.088350000000000026 -0.0068949999999999992 -0.24436499999999997 0.080455000000000013 0.016865000000000002 0.092670000000000016 0.086105000000000015 -0.016799999999999995 -0.073884999999999992 -0.025069999999999999 0.096300000000000011 0.016310000000000002 -0.093219999999999983 0.088300000000000003 -0.084999999999999978 -0.083914999999999976
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 -5 6 9 8 -8 10 -6 -11 -12 15 -15 17 -17 -13
right_child=1 2 -4 4 5 -7 7 -9 -10 11 12 13 -14 14 -16 16 -18 -19
leaf_value=-0.00086973875517745193 -0.00066493546617463412 -0.00060989638439504028 0.00069391826222789626 0.00053234301420090088 0.00034568055412894961 -0.00072523872014683128 0.00016198054217376063 -0.00014522095820535975 0.0010871646579032898 0.00067336303899763212 -0.0001795750915243933 0.00031751268518964303 -0.0010230155773195326 0.00086890368831434083 -0.00019201366513795523 6.0452457358233056e-06 -0.0011054392160809703 2.9835610131353597e-06
leaf_weight=0.0010642822845585978 0.0011622719509167814 0.0013041514481854288 0.0014924525692691917 0.0014941797574508147 0.0012635811900778351 0.0011123722820260964 0.0010622820899894867 0.0014310535891146614 0.0011778417790587747 0.0012934369595635773 0.0012501788604065934 0.0010151001537059799 0.0013177837914897239 0.0011884299301989643 0.001275432816447708 0.0011762745773884475 0.0011263842673424618 0.0010301612471716156
leaf_count=491 55 463 116 224 286 138 153 82 139 124 114 132 35 21 141 59 130 218
internal_value=0 1.40282e-05 5.15865e-05 2.4719e-06 4.63173e-05 2.88447e-06 5.47775e-05 0.000339062 0.000648436 -3.26549e-05 -0.000296439 9.20426e-05 -0.000612398 -1.83399e-05 0.000319714 -0.000209907 -0.000537656 0.00015909
internal_weight=0 0.0221734 0.0210111 0.0195186 0.0182145 0.0167203 0.0156079 0.00367118 0.00224012 0.0119368 0.00383154 0.00810522 0.00256796 0.00681178 0.00246386 0.00434792 0.00230266 0.00204526
internal_count=3121 2630 2575 2459 1996 1772 1634 374 292 1260 435 825 149 701 162 539 189 350
is_linear=0
shrinkage=0.00148603


Tree=2050
num_leaves=20
num_cat=0
split_feature=1213 1374 457 1447 11 4 16 151 0 403 160 15 49 16 52 47 0 15 1
split_gain=0.000394277 0.000245188 0.000301439 0.000227876 0.00023513 0.000319709 0.000185371 0.000260195 0.000162718 0.000199053 0.000299625 0.000191 0.00022066 0.000217795 0.000462608 0.000271625 0.000111152 0.000107649 5.72049e-05
threshold=-1.0000000180025095e-35 -0.094929999999999987 0.088350000000000026 -1.0000000180025095e-35 0.089270000000000002 0.27287000000000006 -0.36241499999999999 -0.086769999999999986 0.18019500000000002 0.03138500000000001 -0.082299999999999984 0.084050000000000014 -0.049039999999999993 0.22339500000000004 0.077655000000000016 0.10421000000000001 -0.18113999999999997 -0.10324499999999999 0.092390000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 5 6 -5 -8 9 10 -9 13 -13 14 17 -15 -7 -12 -19
right_child=1 2 -4 4 -6 16 7 8 -10 -11 11 12 -14 15 -16 -17 -18 18 -20
leaf_value=-0.0010680702965900873 -0.00085075504737025976 -0.00084872531130964358 0.00061152530324073875 -0.00060890877684334293 -0.00083196649923805493 0.00017111295074725662 0.00064190482590598108 -0.0009533954690234904 0.00046295411052807954 0.00033915182607093062 -0.00054016083899936904 -7.0696072562642583e-05 -0.0011319963308558901 -0.00096028988526295942 0.001010731736700906 0.00017112101202684894 0.00092429285393064631 -0.00020309899358987907 0.00031715206738765488
leaf_weight=0.0012169750571213991 0.0011544644636716219 0.0011131006063228996 0.0014768962388227299 0.0018684883270549324 0.0010718364645685421 0.0010207814489113787 0.0012148077186358028 0.0014399223053475638 0.0010733881726900938 0.001586461118484859 0.0011538820917946753 0.0010256202146337046 0.0010021655117710589 0.0012094341349699472 0.0012312200623270098 0.0010054224043880566 0.0010071595116223969 0.0010536645480362502 0.0011368717682062046
leaf_count=491 55 255 116 101 101 52 158 274 22 127 56 30 404 216 124 39 214 191 95
internal_value=0 -0.000128439 -8.9995e-05 -0.00014125 -0.000100022 -5.65082e-05 -0.000132763 -6.9812e-05 -0.000136742 -0.000191087 -0.00027309 -0.000162004 -0.000595208 -3.26404e-05 0.000167783 -0.000446692 0.000545173 -0.000142542 6.69074e-05
internal_weight=0 0.0228456 0.0216911 0.0202142 0.0191011 0.0180293 0.0160013 0.0141329 0.0129181 0.0118447 0.0102582 0.00881828 0.00202779 0.0067905 0.00457564 0.00221486 0.00202794 0.00334442 0.00219054
internal_count=3121 2630 2575 2459 2204 2103 1837 1736 1578 1556 1429 1155 434 721 466 255 266 342 286
is_linear=0
shrinkage=0.00160853


Tree=2051
num_leaves=18
num_cat=0
split_feature=1213 147 52 52 48 4 15 48 150 3 0 0 2 43 16 42 15
split_gain=0.00042671 0.000226611 0.000280692 0.000243772 0.000235606 0.000205386 0.00025324 0.000375326 0.000491643 0.000244798 0.000134671 0.000266001 0.000164172 0.000147552 0.000445772 0.000249191 0.000129171
threshold=-1.0000000180025095e-35 0.089025000000000007 0.19022000000000003 0.13389000000000004 0.12879500000000002 0.40473500000000007 -0.13843999999999998 0.094535000000000022 0.088985000000000009 -0.13927999999999999 -0.10607499999999999 -0.084269999999999984 0.079055000000000014 -0.074359999999999996 0.22339500000000004 -1.0000000180025095e-35 -0.088749999999999982
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 6 -2 8 9 -8 12 -12 -11 15 -15 -13 -14
right_child=1 -3 -4 -5 -6 -7 7 -9 -10 10 11 13 16 14 -16 -17 -18
leaf_value=-0.00091003869659807475 -0.00069575123048873215 0.0006700875103730499 -0.00058904464749655534 0.00073215507442558891 -0.00067047479648308088 0.00053545663018169016 -0.00051597685905388827 0.00090639200925767482 -0.00088764127947541275 0.00087612175201842919 -0.00043015610439721592 -3.9456865425685606e-05 0.00052624877406916174 0.00042091896023577875 -0.00071399985457642448 0.00087483248874677252 -0.00020746344874159815
leaf_weight=0.0011170614261307851 0.0010934074988455033 0.0011616526138592117 0.0016688325380288241 0.0010797034829567722 0.0010719088503519094 0.0017164427324495085 0.0013925510798118391 0.0010394268083472333 0.0013045260290791292 0.0010731561832457671 0.0019821941248184824 0.0012078746375034921 0.0010696023906754393 0.001994622200845223 0.0012389773671723364 0.0014468024734073381 0.0010500505497863521
leaf_count=491 141 122 338 43 61 226 150 113 137 24 416 118 66 322 105 193 55
internal_value=0 3.0843e-05 -3.80832e-06 4.56148e-05 5.93602e-06 4.71095e-05 -5.63127e-06 4.53548e-05 -1.96861e-05 7.12167e-05 0.000145128 4.07018e-05 0.000402544 0.000199209 -1.39335e-05 0.000458832 0.000162777
internal_weight=0 0.0225917 0.0214301 0.0197612 0.0186815 0.0176096 0.0158932 0.0147998 0.0137604 0.0124558 0.0110633 0.00787047 0.00319281 0.00588828 0.0032336 0.00265468 0.00211965
internal_count=3121 2630 2508 2170 2127 2066 1840 1699 1586 1449 1299 1154 145 738 427 311 121
is_linear=0
shrinkage=0.00148603


Tree=2052
num_leaves=13
num_cat=0
split_feature=41 2 52 4 484 52 13 1 2 4 3 4
split_gain=6.74619e-05 9.56669e-05 7.59302e-05 8.53824e-05 0.000130241 0.000141294 0.000113804 0.000162176 0.000107215 0.000196152 0.000163318 5.80622e-05
threshold=0.078475000000000017 -1.0000000180025095e-35 0.25317500000000004 -0.49405499999999997 0.085515000000000022 0.08976000000000002 -0.084034999999999985 0.08844500000000001 0.089885000000000007 0.076415000000000025 0.10893000000000001 -0.0029599999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 5 6 7 -5 9 -8 11 -10
right_child=-2 2 -4 4 -6 -7 8 -9 10 -11 -12 -13
leaf_value=0.0018235486550628537 -0.0016735880760437697 -0.0016395207610623934 -0.0017303571803635193 -0.00096602906314808136 0.0021719527595216639 0.0015472379001378715 -0.0032590172277538803 0.0023996188563208017 0.0019385945165286639 0.00021332887734279489 -0.0022212021787311447 -4.3621860117875314e-05
leaf_weight=0.0012046461050849314 0.0010074994755211444 0.0011538096892422809 0.0010954360174631758 0.0011369111023629757 0.0012825402406614903 0.0019881600469028879 0.0016123557142638757 0.0012959856079036956 0.0010980094537310497 0.0012006143036460415 0.0010662907262339871 0.0014513240687993399
leaf_count=177 148 131 310 340 239 323 686 155 244 33 67 268
internal_value=0 6.29514e-05 -8.45232e-05 5.11764e-05 0.000211967 -1.97234e-05 -0.000371286 0.000826826 -0.000824711 -0.00177697 -8.38477e-05 0.000810128
internal_weight=0 0.0155861 0.0143814 0.013286 0.0121322 0.0108497 0.00886149 0.0024329 0.00642859 0.00281297 0.00361562 0.00254933
internal_count=3121 2973 2796 2486 2355 2116 1793 495 1298 719 579 512
is_linear=0
shrinkage=0.00650394


Tree=2053
num_leaves=13
num_cat=0
split_feature=50 48 4 15 48 150 0 1 0 43 16 42
split_gain=6.62334e-05 8.39962e-05 0.000136104 0.000124252 0.000217556 0.000106316 0.000102441 0.000119962 7.28731e-05 0.000148463 0.000199813 0.000131983
threshold=0.10124500000000002 0.11951500000000001 0.40473500000000007 -0.11713499999999999 0.092475000000000016 0.08882000000000001 -0.10607499999999999 0.089770000000000016 -0.08824499999999999 -0.074359999999999996 0.22339500000000004 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 6 7 -5 -8 11 -11 -10
right_child=-2 -3 -4 4 -6 -7 8 -9 9 10 -12 -13
leaf_value=-0.0025036536673827157 -0.0019056115977281621 -0.0020161157430169355 0.0026292279730799721 -3.5169189612775589e-05 0.0034888252241486867 -0.0022841670069650363 -0.001834424332205802 0.0031973556765954596 -0.00077937211418115993 0.00046874195421173204 -0.0033368418849849791 0.0025157285578559503
leaf_weight=0.0010189844771988374 0.001002330450208185 0.0010015820806766893 0.0012011531792138841 0.0014107341329341917 0.0010350027279112392 0.001111464701627791 0.0013915606740386999 0.001174086562086063 0.0010827328728049146 0.0019347002971262075 0.0012792841383393178 0.0018171966908643823
leaf_count=195 375 75 253 123 122 179 260 84 197 770 195 293
internal_value=0 7.61564e-05 0.00022111 2.90151e-06 0.000211628 -9.1173e-05 0.000150389 0.00143312 -0.000291372 5.98353e-05 -0.00104602 0.00128545
internal_weight=0 0.0154585 0.0144569 0.0132557 0.0122368 0.0112018 0.0100903 0.00258482 0.00750547 0.00611391 0.00321398 0.00289993
internal_count=3121 2746 2671 2418 2223 2101 1922 207 1715 1455 965 490
is_linear=0
shrinkage=0.00747098


Tree=2054
num_leaves=18
num_cat=0
split_feature=1213 1447 1374 457 1 15 15 130 51 43 12 2 15 4 2 3 47
split_gain=0.000429644 0.000289879 0.000211241 0.000242123 0.000182304 0.000204297 0.000225536 0.000224263 0.000311128 0.000250535 0.000247487 0.000378384 0.000221594 0.000326713 0.000223475 0.000183761 7.12848e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.094929999999999987 0.088350000000000026 0.12811000000000003 0.095175000000000023 0.088235000000000022 -0.0015749999999999998 -0.076794999999999988 -0.15582499999999996 0.084100000000000022 0.097220000000000015 -0.14601999999999996 -1.0000000180025095e-35 0.093175000000000022 0.10542000000000001 0.092710000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 5 6 7 -4 -9 -10 12 -12 -11 14 -14 -6 -15
right_child=1 2 3 -5 15 -7 -8 8 9 10 11 -13 13 16 -16 -17 -18
leaf_value=-0.00090633029605753309 -0.00072526342753051823 -0.00056568696783393466 -0.00062459433576563385 0.00066904510733087818 0.00088933112586345685 -0.00056252113151590804 0.00051439545631979202 -0.00060554911065546259 0.00076243629826207044 0.00084429207217571838 -0.00074865938907046393 0.00019069995485593394 0.00090654714986908736 -5.8832990702070729e-05 -1.9742239345974977e-05 0.00010972260452931912 -0.00059559237611504139
leaf_weight=0.0011114460028184827 0.0010506484983769165 0.0010911693624686683 0.001221553450446289 0.0014357169106338349 0.0010079574029347093 0.0013115169634116677 0.0018416073371492212 0.0014260562395272966 0.0011470402699949025 0.0010349769339874637 0.0017249862617190193 0.0019268689012029161 0.0012083593972690432 0.0010881195661159877 0.0010190454922167635 0.0017662324432138055 0.0010150602065053249
leaf_count=491 255 55 164 116 118 225 207 365 73 91 396 175 105 76 71 112 26
internal_value=0 2.17626e-05 5.8669e-05 9.24373e-05 4.82605e-05 -1.16398e-05 3.76645e-05 -3.08608e-05 3.17143e-05 0.000121121 3.95442e-05 -0.000253015 0.000238663 9.3922e-05 0.000482767 0.000392981 -0.00031789
internal_weight=0 0.0223169 0.0212663 0.0201751 0.0187394 0.0159652 0.0146537 0.0128121 0.0115905 0.0101645 0.00901742 0.00365186 0.00536556 0.00433058 0.0022274 0.00277419 0.00210318
internal_count=3121 2630 2375 2320 2204 1974 1749 1542 1378 1013 940 571 369 278 176 230 102
is_linear=0
shrinkage=0.00145689


Tree=2055
num_leaves=20
num_cat=0
split_feature=1213 1447 453 4 158 1374 457 151 160 156 124 47 13 3 42 133 4 1 13
split_gain=0.000491042 0.000223147 0.000237901 0.000364365 0.000213693 0.000215822 0.000278139 0.000323112 0.000236951 0.000212221 0.000242605 0.000216243 0.000238551 0.00023856 0.000199684 0.000268216 0.00036719 0.000145817 0.000101956
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 1.0000000180025095e-35 0.27287000000000006 1.0000000180025095e-35 -0.094929999999999987 0.088350000000000026 -0.086824999999999986 -0.090969999999999981 0.08426500000000002 -0.013479999999999999 0.10783500000000001 -0.39067499999999994 0.088060000000000013 -1.0000000180025095e-35 0.0033250000000000003 -1.0000000180025095e-35 0.111945 -0.014169999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 5 -3 7 -7 -9 10 -10 12 -12 14 -14 16 18 -5 -16
right_child=1 2 -4 17 -6 6 -8 8 9 -11 11 -13 13 -15 15 -17 -18 -19 -20
leaf_value=-0.0010670524087400361 -0.00067975752038862219 -0.00064974156088055751 -0.00071374733919621575 0.00030168487810927256 -0.00069576378470966233 0.00093143335367898666 0.00085102443143002802 -0.00077899985667468426 -0.00062342513588993964 -0.00065156705984671963 0.00075998292053322547 0.00074044388841353157 -0.00041253968992979701 -0.0007491838350838694 0.0004603518007589926 -0.0004569328435173642 -0.00016528353897764096 0.0010951397748925015 0.0011373025099734408
leaf_weight=0.0011574648164699572 0.0011386640560675848 0.0010623121217721012 0.0010063209722165336 0.0012699365746238209 0.0010501763500122023 0.0010429776246539966 0.0012690357988813785 0.0010141687891509774 0.0011035070059506298 0.0010788367580768796 0.0012233285224105793 0.0016014671712224491 0.0016025969396991626 0.0010440446610715526 0.001048029744902701 0.0011279922178447088 0.001591825922306782 0.0012247823032687909 0.0013975224389026764
leaf_count=491 255 49 78 77 218 125 76 217 69 225 35 63 363 46 110 264 58 240 62
internal_value=0 2.82698e-05 6.53216e-05 0.0001031 2.27384e-05 6.65883e-05 0.000113721 5.08242e-05 -1.55702e-05 4.48274e-05 0.00010882 0.000184786 8.62991e-05 -1.9197e-05 9.34127e-05 0.000250388 0.000448005 0.000691232 0.000847199
internal_weight=0 0.0228975 0.0217589 0.0207525 0.0182578 0.0172076 0.0161453 0.0148763 0.0138333 0.0128192 0.0117403 0.0106368 0.00903534 0.00781201 0.00676797 0.00516537 0.00403738 0.00249472 0.00244555
internal_count=3121 2630 2375 2297 1980 1762 1713 1637 1512 1295 1070 1001 938 903 857 494 230 317 172
is_linear=0
shrinkage=0.0016407


Tree=2056
num_leaves=12
num_cat=0
split_feature=156 52 52 1 16 43 133 13 457 1 16
split_gain=6.36818e-05 0.000100799 0.000117906 8.14965e-05 0.000149066 0.000146536 0.000229878 9.34546e-05 0.000135915 5.15739e-05 8.73761e-05
threshold=0.091255000000000017 -0.081429999999999989 -0.24456499999999998 0.08844500000000001 0.19444000000000003 -0.08756499999999999 0.048950000000000007 -0.094514999999999988 0.045365000000000009 0.11588000000000001 -0.079109999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 -3 -7 -5 9 10 -9
right_child=-2 3 -4 7 -6 6 -8 8 -10 -11 -12
leaf_value=-0.00034112007864981587 -0.0016598425527736649 -0.0035500876431972042 0.0021912861073545846 0.0017420120684632648 0.0013642236129250333 -0.0020078770867831127 0.0019674034886244039 -0.0023966052698991959 0.001934601381772594 0.00034324752428542955 -1.7340175889482751e-05
leaf_weight=0.0014853181449562755 0.0010395402432491581 0.0011114968996408037 0.0019431122555236329 0.0015215793068852207 0.001088696439255743 0.0019818353454522427 0.0010032352939173157 0.0014531850048697392 0.0011237065377572922 0.0014138071842015208 0.0013758892510571524
leaf_count=248 273 273 373 158 45 719 372 176 79 169 236
internal_value=0 7.02041e-05 0.00109416 -0.000220563 -0.000861325 -0.00145278 -0.000671848 0.00026179 -0.000157895 -0.000712083 -0.00123948
internal_weight=0 0.0155019 0.00342843 0.0120734 0.00518526 0.00409657 0.00298507 0.00688817 0.00536659 0.00424288 0.00282907
internal_count=3121 2848 621 2227 1409 1364 1091 818 660 581 412
is_linear=0
shrinkage=0.0067667


Tree=2057
num_leaves=12
num_cat=0
split_feature=41 2 52 52 4 4 157 2 2 4 1
split_gain=6.24767e-05 8.65197e-05 6.22294e-05 7.18519e-05 0.000102954 0.000178516 0.000104922 0.000103947 0.000197866 0.000217023 0.000129001
threshold=0.078475000000000017 -1.0000000180025095e-35 0.25317500000000004 0.10347000000000002 -0.35136499999999998 -0.083854999999999985 -0.077384999999999995 0.11215000000000001 0.089885000000000007 0.076415000000000025 0.085110000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 -6 -7 8 9 -8 -10
right_child=-2 2 -4 -5 5 6 7 -9 10 -11 -12
leaf_value=0.0018121724648950076 -0.0016728864069738248 -0.0018081129160391822 -0.0016349174340028751 0.0013687325584922012 0.0024726751587834709 0.0018006814411538289 -0.0027476758395011004 -0.0020299552590918053 -0.00036644747027483833 0.000693028061818344 0.002609215146286965
leaf_weight=0.0012048610203586685 0.0010015682351331981 0.0014732110658823858 0.001083641889742846 0.0016584600152759208 0.0012753122027743492 0.001020934273521428 0.0018544727171320779 0.0016218507409915192 0.0012154237126884987 0.0015334952851001199 0.0014786230974379033
leaf_count=177 148 178 310 233 346 260 694 315 308 54 98
internal_value=0 7.11696e-05 -7.63931e-05 5.22171e-05 -0.000138084 0.000107944 -0.000237711 -0.000507844 -0.000101953 -0.00119031 0.00126674
internal_weight=0 0.0154203 0.0142154 0.0131318 0.0114733 0.0100001 0.0087248 0.00770387 0.00608201 0.00338797 0.00269405
internal_count=3121 2973 2796 2486 2253 2075 1729 1469 1154 748 406
is_linear=0
shrinkage=0.0067667


Tree=2058
num_leaves=19
num_cat=0
split_feature=1213 124 147 159 1374 51 39 16 52 151 52 4 0 16 403 1 13 4
split_gain=0.000424827 0.00026064 0.000228849 0.00030573 0.000331415 0.000259609 0.000223548 0.000216886 0.000190575 0.000281378 0.000278323 0.000223245 0.000365038 0.000264744 0.000178745 0.000311371 0.000117068 6.02212e-05
threshold=-1.0000000180025095e-35 0.10281000000000001 0.089025000000000007 -0.032739999999999991 -0.094929999999999987 0.078435000000000019 0.094675000000000009 -0.062804999999999986 0.11434500000000002 -0.00099499999999999979 -0.020999999999999994 -0.49405499999999997 -0.062294999999999996 -0.51370499999999997 0.03138500000000001 0.092390000000000014 -1.0000000180025095e-35 0.23246000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 -5 6 8 -7 9 10 -6 -11 13 -13 15 -15 -14 -17
right_child=1 -3 -4 4 5 7 -8 -9 -10 11 -12 12 16 14 -16 17 -18 -19
leaf_value=-0.00082860943214724226 -0.00065843545199989906 0.0007104004562527717 0.00059362056700675838 -0.00075351611459457621 0.00020368306006805315 0.00069222959281858387 -0.00062865830280653119 -8.6940192375634849e-05 -0.00047016924593282591 -0.00037469121871139125 -0.00073331225568543069 0.00069263253579256948 0.00096888930235165197 -0.00060540153048428073 0.00043207463181891995 -9.7194933589219771e-05 0.00038294038275287948 0.00032262901406090289
leaf_weight=0.0011359895739827949 0.0013765218331365783 0.0010184478146935674 0.001158821785619781 0.0010122526929663414 0.0010270406506400209 0.0019560658717399093 0.0010543423115706935 0.0010267455758837798 0.0013219527524717676 0.0012307430352347356 0.001428549621137796 0.0011064126745172747 0.0013360749956682072 0.0018159250419774974 0.0011816595425194198 0.0011636588343510723 0.0012382238573830969 0.0014419628580317201
leaf_count=491 402 39 121 51 176 195 114 88 144 96 116 43 96 590 104 104 89 62
internal_value=0 3.1514e-05 -9.05263e-08 -3.32984e-05 1.11919e-05 5.34235e-05 -1.86076e-05 0.000424023 2.63961e-05 7.7007e-05 -0.000341418 0.000174726 0.00024756 7.89398e-05 -4.22403e-05 -0.000169001 0.000687051 0.000135138
internal_weight=0 0.0228954 0.021877 0.0207181 0.0193416 0.0183294 0.0153465 0.00298281 0.0142922 0.0129703 0.00245559 0.0105147 0.00928392 0.00670962 0.00560321 0.00442155 0.0025743 0.00260562
internal_count=3121 2630 2591 2470 2068 2017 1734 283 1620 1476 292 1184 1088 903 860 756 185 166
is_linear=0
shrinkage=0.00137286


Tree=2059
num_leaves=13
num_cat=0
split_feature=403 475 15 15 151 160 43 13 16 13 2 4
split_gain=5.73056e-05 9.31875e-05 9.81674e-05 0.000110698 0.000135172 0.000111413 0.000120695 0.000175584 0.000170739 0.000194532 9.28402e-05 9.9887e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.24436499999999997 -0.13578499999999996 -0.077429999999999985 -1.0000000180025095e-35 -0.074359999999999996 0.18141000000000002 0.22339500000000004 -0.095304999999999987 0.088225000000000012 0.010840000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 -4 -5 -6 7 -7 9 -8 -11 -12
right_child=1 2 3 4 5 6 8 -9 -10 10 11 -13
leaf_value=-0.0014987330813887329 -0.0015738079855480858 0.0020985741904868097 -0.0019421573680307187 0.0020610037552160382 -0.0017585668506994267 0.0026591140872126271 0.0024632990990825438 -0.00042689778069699682 -0.0024478414215473756 -0.0018644355402452958 0.0014277030036896979 -0.0010937412564544639
leaf_weight=0.0010137955931795754 0.0012903838129311703 0.0010433414434857314 0.0010281712422469122 0.0014534328719426068 0.0013032753714349215 0.0016731425345754723 0.0012131512550077632 0.0013580923559124436 0.0011894711319624211 0.0012842451602396183 0.0013516681924874291 0.0012112156647914041
leaf_count=756 472 202 148 234 393 221 108 62 116 207 130 72
internal_value=0 6.63742e-05 0.00021638 6.60824e-05 0.000237611 -1.27772e-05 0.000232374 0.00127648 -0.000274035 0.000236941 -0.000465118 0.000236072
internal_weight=0 0.0153996 0.0141092 0.0130659 0.0120377 0.0105843 0.00928099 0.00303123 0.00624975 0.00506028 0.00384713 0.00256288
internal_count=3121 2365 1893 1691 1543 1309 916 283 633 517 409 202
is_linear=0
shrinkage=0.00637641


Tree=2060
num_leaves=11
num_cat=0
split_feature=1 52 3 0 4 13 3 12 15 2
split_gain=5.74773e-05 0.000146146 0.000184397 0.000136029 0.000228845 0.000117937 8.54278e-05 8.08059e-05 0.000142724 2.18764e-05
threshold=0.10752500000000002 0.11434500000000002 0.090900000000000009 -0.084269999999999984 0.053180000000000012 -0.059629999999999996 0.10893000000000001 0.084290000000000018 0.088235000000000022 0.10005000000000001
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 -2 -7 -5 -9 -4
right_child=5 -3 9 7 -6 6 -8 8 -10 -11
leaf_value=-0.0030626932964204347 0.0019163592258586374 -0.002188648257124194 0.0010212091026965625 0.0017499510857018157 0.00039450286527170766 0.00078671260911735764 -0.0013059674626524158 -0.0017953849081305097 0.0012815460034859933 0.0023508372691877634
leaf_weight=0.0018283795942718138 0.0018050931868342406 0.0015507660865807368 0.0010646579257609368 0.0012353806918564691 0.0015629837612093078 0.0018665336674992955 0.0015896903613779045 0.0013685352255243394 0.001287753596290353 0.0011148555795621462
leaf_count=783 310 390 65 146 179 213 67 532 372 64
internal_value=0 -0.000300912 8.4588e-06 -0.00049815 -0.00146937 0.000541984 -0.000175816 0.000348211 -0.000303706 0.00170133
internal_weight=0 0.0110133 0.00946255 0.00728303 0.00339136 0.00526132 0.00345622 0.00389167 0.00265629 0.00217951
internal_count=3121 2531 2141 2012 962 590 280 1050 904 129
is_linear=0
shrinkage=0.00663402


Tree=2061
num_leaves=18
num_cat=0
split_feature=1213 1447 147 124 39 124 4 403 42 160 457 484 42 42 16 16 0
split_gain=0.00037965 0.000212215 0.00017344 0.000180186 0.000289663 0.000244899 0.000237915 0.000286899 0.000248608 0.000257669 0.000459663 0.000379424 0.000177612 0.000262105 0.000210479 0.000163195 0.000259242
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 0.089025000000000007 0.093335000000000015 0.097050000000000011 -0.043384999999999993 -0.49405499999999997 0.03138500000000001 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.0029299999999999994 0.08660000000000001 0.092145000000000019 0.088060000000000013 -0.16075999999999999 -0.071854999999999988 -0.10224499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 5 -3 -7 8 -8 11 -11 -10 13 14 -12 -16 -17
right_child=1 2 -4 -5 -6 6 7 -9 9 10 12 -13 -14 -15 15 16 -18
leaf_value=-0.00096648800714713005 -0.0007051677910828194 0.00077173933208377055 0.00068764784520109639 0.00069271581137893279 -0.00081266706141061584 -0.00070744504883102593 -0.00075760610771903993 0.00068077749790863709 -0.0011321641378420001 -0.00087092507987294077 -0.00031211197284248187 0.00017546079419211534 -0.00023873164042986336 0.0010750918562760154 0.00079705853910656626 -0.0004824027905045282 0.00053401992747161475
leaf_weight=0.001087709148432244 0.0010172346137102611 0.0011552428302681389 0.0011291648595539569 0.0010355313665987567 0.0011377022524695591 0.0012182267147293696 0.0011673665336982908 0.0017025857449397127 0.001142699909259433 0.0010587639430200144 0.0014251575819015884 0.0012515765372645704 0.0015156737764315392 0.0012128661784052142 0.0017937244996007974 0.0010541973948270363 0.001880273928450517
leaf_count=491 255 181 122 51 109 110 421 169 304 100 77 146 250 97 76 38 124
internal_value=0 2.66064e-05 6.22558e-05 2.65032e-05 -1.03573e-05 4.15696e-05 -9.79241e-06 4.6104e-05 -3.39257e-05 3.45627e-05 0.000150941 -0.00044862 0.000272752 0.000377995 0.000240592 0.000407187 0.000168874
internal_weight=0 0.021898 0.0208808 0.0197516 0.0187161 0.0175784 0.0164231 0.0152049 0.0135023 0.0123349 0.00994066 0.00239428 0.00888189 0.00736622 0.00615335 0.0047282 0.00293447
internal_count=3121 2630 2375 2253 2202 2093 1912 1802 1633 1212 762 450 662 412 315 238 162
is_linear=0
shrinkage=0.0016407


Tree=2062
num_leaves=13
num_cat=0
split_feature=42 484 15 15 43 42 15 16 49 16 16 0
split_gain=5.94992e-05 9.43585e-05 0.000115632 0.000106633 0.000125894 0.000124412 0.000211996 0.000139302 0.000149246 0.000106192 0.000103486 0.000121517
threshold=0.10256000000000001 -0.0068949999999999992 -0.10653 -0.095869999999999983 0.15359500000000004 0.091295000000000015 0.090615000000000015 0.38525000000000004 -0.069799999999999987 -0.45661999999999997 -0.071854999999999988 -0.060129999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 9 -4 5 6 7 8 -5 -3 -10 -12
right_child=-2 2 3 4 -6 -7 -8 -9 10 -11 11 -13
leaf_value=-0.0018119058395131996 -0.0013421027454085521 -0.00016461183495723145 -0.001808593401065157 -0.0015800473985488101 0.0021387164356946979 0.0018825935885726356 -0.0029353373761041327 -0.0021523490177382679 0.0021675129672022236 0.0025495151732259579 -0.0013228286021874926 0.0016018207366141285
leaf_weight=0.0010263425848139685 0.0013347430408982277 0.0010053513377830843 0.0012921629121591819 0.00117517082449012 0.0012155600529327468 0.0011692806354145491 0.0011764149639058794 0.0010115814483542401 0.0019040590345914092 0.0015498559668665592 0.0012033962393539141 0.0012004256609459089
leaf_count=468 346 131 92 167 120 206 226 154 580 252 288 91
internal_value=0 9.11645e-05 0.00023165 -4.98062e-05 0.000176195 -9.36554e-05 -0.000394891 6.5277e-05 0.000474412 0.00148164 0.00103486 0.000137689
internal_weight=0 0.0149296 0.0139033 0.0113481 0.0100559 0.00884033 0.00767105 0.00649463 0.00548305 0.00255521 0.00430788 0.00240382
internal_count=3121 2775 2307 1924 1832 1712 1506 1280 1126 383 959 379
is_linear=0
shrinkage=0.00650394


Tree=2063
num_leaves=18
num_cat=0
split_feature=1213 1447 1374 457 11 51 15 148 16 16 1 4 0 52 15 15 0
split_gain=0.000442191 0.000278496 0.000254787 0.000207228 0.000183786 0.000181508 0.000408037 0.000158281 0.000181445 0.000287086 0.0002807 0.000119216 0.000296747 0.000191135 0.000153919 0.000180716 9.90441e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.094929999999999987 0.092360000000000012 0.088065000000000018 0.078435000000000019 -0.094549999999999981 -1.0000000180025095e-35 -0.51370499999999997 -0.091354999999999978 0.10781 -0.49405499999999997 -0.019414999999999998 -0.11592499999999999 -0.10469999999999999 0.088655000000000025 -0.10151999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 5 7 -7 -4 -9 10 -10 -11 13 -13 -15 16 -16
right_child=1 2 3 -5 -6 6 -8 8 9 11 -12 12 -14 14 15 -17 -18
leaf_value=-0.0010621286798586206 -0.00084144930464728502 -0.0007489948132198864 -0.00058219814355251549 0.00083778666601394861 -0.00062857849847000938 0.001345806008576127 -1.3901417375698657e-05 0.00068511736563558405 -0.0008878287929946552 -0.00029071983871303548 0.00015001165361575437 -0.0005337579259671344 0.00089285335402018013 -0.00037166783888175557 0.0009464160167776196 -0.00021509564863169959 0.00032850684556900728
leaf_weight=0.0011320133329649059 0.0010145309500468316 0.0010406042360182602 0.0010946363604932988 0.0010994085971451897 0.0010220309291075749 0.0010644248622242169 0.001624595191815569 0.0013562147011716595 0.001704756646746265 0.0013737169404350854 0.001369240176483974 0.0011812670136809086 0.001676678648919511 0.0010154533680235538 0.0012716634725998804 0.0011376451742227262 0.0018634500171468872
leaf_count=491 255 55 103 89 109 70 258 80 229 75 135 266 74 105 64 276 387
internal_value=0 3.19457e-05 7.43508e-05 0.000117502 7.52811e-05 0.000115846 0.000524327 4.28361e-05 9.18813e-05 2.79966e-05 -0.000425547 0.000174447 0.00025289 8.70324e-05 0.000225703 0.000367673 0.000579143
internal_weight=0 0.0219103 0.0208958 0.0198552 0.0187558 0.0177337 0.00268902 0.0150447 0.0139501 0.0125939 0.003074 0.00951987 0.00814616 0.00646948 0.00528821 0.00427276 0.00313511
internal_count=3121 2630 2375 2320 2231 2122 328 1794 1691 1611 364 1247 1172 1098 832 727 451
is_linear=0
shrinkage=0.00170698


Tree=2064
num_leaves=13
num_cat=0
split_feature=1 43 43 2 15 15 49 3 4 2 43 13
split_gain=6.20444e-05 0.000112544 0.000192928 0.000104956 8.60278e-05 0.00014396 0.000167536 0.000242518 0.000223325 0.000120207 5.24833e-05 5.24058e-05
threshold=0.077565000000000009 0.016310000000000002 -0.083134999999999987 0.099185000000000009 0.035560000000000008 -0.016799999999999995 -0.043469999999999995 0.095270000000000007 0.2623950000000001 1.0000000180025095e-35 -0.11008499999999999 -0.0051199999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 10 -3 5 6 -2 9 -9 11 -1 -8
right_child=4 3 -4 -5 -6 -7 7 8 -10 -11 -12 -13
leaf_value=-0.0012738791349321489 0.0019876688557205948 -0.00092538722992157468 -0.0037346653633819464 0.0023155178997393516 -0.0010795318558652599 0.0024815480126701983 -0.0015098179983699135 -0.0047891873563345065 -5.0399406843474257e-05 0.0025444211402117782 0.001038994172264636 0.00072810351292034575
leaf_weight=0.0010237865224316176 0.0018844655458183238 0.0010608322305785955 0.001232556674893857 0.0010018993065171733 0.0019620941422448098 0.001670983141076666 0.0010049060944090837 0.0010358214456007708 0.0010156167831612689 0.0011736928041902513 0.0010001242616685937 0.0011651942933446806
leaf_count=208 211 190 833 113 400 257 199 60 104 185 292 69
internal_value=0 -0.000663635 -0.00149495 0.000648768 0.000282217 0.000580728 0.000144414 -0.000499405 -0.00244313 0.000693083 -0.000130963 -0.000308208
internal_weight=0 0.0053192 0.00325647 0.00206273 0.0109128 0.00895068 0.0072797 0.00539523 0.00205144 0.00334379 0.00202391 0.0021701
internal_count=3121 1636 1333 303 1485 1085 828 617 164 453 500 268
is_linear=0
shrinkage=0.00718087


Tree=2065
num_leaves=18
num_cat=0
split_feature=1213 147 11 52 48 150 0 43 16 4 0 4 3 15 12 0 4
split_gain=0.000344275 0.000193 0.000255847 0.000210328 0.000182426 0.000376157 0.00016513 0.000142664 0.000424348 0.000207537 0.000335601 0.000295482 0.000185109 0.000328522 0.00015251 0.000135217 0.000102469
threshold=-1.0000000180025095e-35 0.089025000000000007 0.087830000000000005 0.19022000000000003 0.095425000000000024 0.08882000000000001 -0.20211999999999997 -0.06984499999999999 0.22339500000000004 -1.0000000180025095e-35 -0.10224499999999999 -0.059649999999999988 -0.08824499999999999 -0.016799999999999995 0.088305000000000008 -0.057069999999999989 0.24564500000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 7 -6 12 9 11 16 14 15 -14 -9 -2 -11
right_child=1 -3 -4 -5 6 -7 -8 8 -10 10 -12 -13 13 -15 -16 -17 -18
leaf_value=-0.00095569316424434976 -0.00048142562251073822 0.0006910170814911278 -0.00076314416200769578 -0.00055233735832942838 -2.0378365158468713e-05 -0.00076178051979834574 0.00078280544370523805 -0.00030781440534540341 -0.00089758465564610326 -0.00095744920706181493 0.00050871905955199596 0.0010827557144617406 5.4647767677022069e-05 0.0011552377890025965 0.00046796515160091345 0.00036341496262442798 -0.00022744737373117622
leaf_weight=0.0010121793033966283 0.0010255840189719381 0.0011057535821372274 0.0011540082755085992 0.0015266318601117315 0.0011494827587235079 0.0015282807561871345 0.0017202555791673143 0.0013360792030506505 0.0012925493737761529 0.0010013150503018764 0.0012050562800051358 0.0011401527832907571 0.0015220271544433162 0.0014031217995432539 0.0013937331759791421 0.0010143331514503862 0.0010714929770687665
leaf_count=491 160 122 118 333 32 163 217 186 131 56 153 64 398 125 261 38 73
internal_value=0 2.33486e-05 -1.26928e-05 3.21092e-05 8.2225e-05 9.42087e-06 0.000461088 9.73413e-05 -3.2474e-05 0.000123965 -0.000179807 0.00038126 0.000318021 0.000582574 8.82677e-05 -6.13351e-05 -0.000580091
internal_weight=0 0.0215899 0.0204841 0.0193301 0.0178035 0.0149337 0.00286974 0.0134054 0.00844038 0.00714783 0.00327786 0.00386997 0.00496507 0.00292515 0.00272981 0.00203992 0.00207281
internal_count=3121 2630 2508 2390 2057 1808 249 1645 924 793 282 511 721 523 447 198 129
is_linear=0
shrinkage=0.0016407


Tree=2066
num_leaves=20
num_cat=0
split_feature=1213 147 1374 11 48 151 16 16 12 12 16 13 0 3 4 151 12 42 43
split_gain=0.000460466 0.000235426 0.000319876 0.00028997 0.000242316 0.000319152 0.00020982 0.00019383 0.000162226 0.000319537 0.000225707 0.000335885 0.000221709 0.000318889 0.000161133 0.00010071 0.000100282 6.06547e-05 3.87516e-05
threshold=-1.0000000180025095e-35 0.089025000000000007 -0.094929999999999987 0.088215000000000002 0.016865000000000002 -0.00099499999999999979 -0.25582999999999995 -0.062804999999999986 0.11650500000000001 0.097825000000000009 0.16703000000000004 0.40528500000000006 -0.10224499999999999 0.013900000000000001 -0.077834999999999988 -0.075199999999999989 0.086305000000000007 0.08623500000000002 -0.074359999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 -4 -6 -8 9 10 12 -12 13 -7 16 -9 -14 -16 -11
right_child=1 -3 3 -5 6 8 7 15 -10 18 11 -13 14 -15 17 -17 -18 -19 -20
leaf_value=-0.0010802123753711353 -0.00094615905776914019 0.00078231090636095974 -0.00080305630727139172 -0.00082920117938277665 -0.0001621916097298519 -0.00095623426455359575 0.0010374958567885765 0.00067087443369376906 -0.00060222234328373978 0.00096283132105351259 -0.0011734465483702746 0.00017206113135880184 0.00037880626591365913 0.00022077907601404003 0.00038908049302766978 -1.0668867754549833e-05 -0.00037466697184420793 0.00091089387839076873 0.00048996276944791926
leaf_weight=0.0011283520055127968 0.0010004608899354386 0.0011709900160856703 0.0014076485028706323 0.0010568008565903222 0.0015057915428467045 0.0011338668105915894 0.0016457234527404996 0.0011218758441673415 0.0010105221143905949 0.0010166303721330094 0.0010871820910667296 0.0010752783812222333 0.0010031845900068028 0.0016419773378233415 0.001401222791052207 0.0014460353148866281 0.0010569698631381873 0.0012091846184438364 0.0010033379350430508
leaf_count=491 51 122 202 109 69 110 163 120 84 68 214 14 130 80 252 180 264 268 130
internal_value=0 3.66703e-05 -3.33836e-06 4.19599e-05 8.8536e-05 -3.2062e-05 0.000384726 0.000580174 5.38039e-05 0.000110811 -1.89238e-05 -0.000504396 0.000122059 -0.000260003 0.000349129 0.000287086 -7.76597e-06 0.000630793 0.000727953
internal_weight=0 0.0229947 0.0218237 0.0208232 0.0197664 0.014047 0.00571943 0.00421363 0.0126394 0.0116288 0.00960887 0.00216246 0.00744641 0.00277584 0.00467056 0.00256791 0.00206015 0.00261041 0.00201997
internal_count=3121 2630 2508 2457 2348 1816 532 463 1614 1530 1332 228 1104 190 914 300 394 520 198
is_linear=0
shrinkage=0.00170698


Tree=2067
num_leaves=16
num_cat=0
split_feature=1213 124 123 4 403 42 160 484 151 457 160 52 0 16 12
split_gain=0.000372516 0.000226993 0.000269541 0.000265944 0.000247502 0.00044196 0.000360912 0.00039989 0.000335153 0.000131673 0.000226448 0.000217045 0.000200406 0.000134943 0.000124162
threshold=-1.0000000180025095e-35 0.093335000000000015 1.0000000180025095e-35 -0.49405499999999997 0.03138500000000001 -1.0000000180025095e-35 -1.0000000180025095e-35 0.08660000000000001 -0.090369999999999992 0.080930000000000016 0.041220000000000007 0.077655000000000016 -0.055064999999999996 -0.48836499999999994 0.078300000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 -5 7 -7 -8 10 11 12 13 -10 -15
right_child=1 -3 -4 4 -6 6 8 -9 9 -11 -12 -13 -14 14 -16
leaf_value=-0.00090296691093849722 -0.00068631708253284827 0.00073451538789911814 0.00063503331510771132 -0.00085682626457743276 0.00053435176607492417 -0.00092261493075251574 -0.0006617911296929852 0.00018903244125790047 0.00039993935153157933 0.00059901498493097546 -0.00033395262065809381 0.00077017986233226155 0.00072170029723099712 6.8518703587578848e-05 -0.00060250768315372441
leaf_weight=0.0010850867188807308 0.0014865813656417216 0.0010275403318186485 0.0014412855260891961 0.0015318594380900148 0.0018213738999501702 0.0018028727900428953 0.0011087437682029142 0.0013547361901107835 0.0011398350971065742 0.0019116264272964192 0.0018137513550871287 0.0016398990809021186 0.0010370183809473811 0.0014529376224813612 0.001206396116351996
leaf_count=491 138 54 236 483 189 464 73 176 46 76 218 123 99 56 199
internal_value=0 2.5202e-05 -9.9251e-06 -5.80703e-05 -5.6637e-06 -6.71381e-05 1.64745e-05 -0.000445675 0.000145498 0.000233239 0.000148891 0.000284121 0.000119303 -4.51269e-05 -0.00023589
internal_weight=0 0.0217765 0.0207489 0.0193076 0.0178211 0.0159997 0.0144678 0.00315761 0.0113102 0.0102015 0.00828984 0.00647609 0.00483619 0.00379917 0.00265933
internal_count=3121 2630 2576 2340 2202 2013 1530 640 890 817 741 523 400 301 255
is_linear=0
shrinkage=0.00154607


Tree=2068
num_leaves=13
num_cat=0
split_feature=1 12 3 159 12 0 4 2 151 1 0 3
split_gain=7.3724e-05 9.8613e-05 0.00010028 9.7444e-05 9.45519e-05 9.45785e-05 0.000157276 0.000137525 0.000144714 0.000119936 8.83654e-05 8.23372e-05
threshold=0.12500000000000003 0.10866500000000003 0.13524500000000003 0.089465000000000017 0.092355000000000007 -0.076899999999999982 -0.39518999999999993 0.088475000000000012 -0.0083949999999999979 0.090475000000000014 -0.053834999999999994 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 7 -7 11 -9 -10 -2 -1
right_child=10 -3 -4 -5 -6 6 -8 8 9 -11 -12 -13
leaf_value=-0.0025437785314864018 0.0025458871280246761 -0.0022650898155830682 0.0021441160096300092 -0.0024150094497448161 -0.0015582775001425151 -0.00043364472258301009 0.0034515243920805114 -0.0010573727503560271 0.00030299629162864765 0.0035047637121178193 -0.00034497670164884025 -1.5071139319410938e-05
leaf_weight=0.0015354446026587193 0.0012125115636065081 0.0011676448335996717 0.0010351276314296562 0.0010050056865444504 0.0018147534219224272 0.0010785534805943797 0.001160363586000049 0.0015498102955193577 0.0013550766711939166 0.001169246711579669 0.0010659523305810359 0.0012557823376351234
leaf_count=884 163 201 67 269 591 106 182 159 244 78 116 61
internal_value=0 -0.00022638 -4.26885e-05 -0.000232525 -3.16459e-05 0.000272657 0.00157992 -0.000153665 0.000704393 0.00178603 0.00119343 -0.0014061
internal_weight=0 0.0141268 0.0129592 0.011924 0.010919 0.00910428 0.00223892 0.00686536 0.00407413 0.00252432 0.00227846 0.00279123
internal_count=3121 2842 2641 2574 2305 1714 288 1426 481 322 279 945
is_linear=0
shrinkage=0.00732449


Tree=2069
num_leaves=19
num_cat=0
split_feature=1213 147 52 52 48 475 4 15 48 150 3 42 16 4 43 4 42 12
split_gain=0.000394233 0.000248832 0.000250133 0.000211534 0.000220398 0.000161521 0.000260131 0.000253739 0.000248694 0.00036064 0.000192996 0.000155446 0.00017065 0.000208062 0.00018505 0.000147988 0.00013752 4.31091e-05
threshold=-1.0000000180025095e-35 0.089025000000000007 0.19022000000000003 0.13389000000000004 0.12879500000000002 -1.0000000180025095e-35 0.40473500000000007 -0.13843999999999998 0.093440000000000009 0.088985000000000009 -0.13927999999999999 -1.0000000180025095e-35 0.24134000000000003 -1.0000000180025095e-35 -0.0037449999999999996 0.076415000000000025 -0.095284999999999995 0.078300000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 -2 7 -7 9 10 -9 16 13 14 -13 -15 -12 -16
right_child=1 -3 -4 -5 -6 6 -8 8 -10 -11 11 12 -14 15 17 -17 -18 -19
leaf_value=-0.00096683639653315191 -0.000427789342441652 0.0007614897118319705 -0.00061865277798532538 0.00075659514445587824 -0.00072188509500833 -0.00072615391670516024 0.00078420424907412877 -0.00050805585213107034 0.00082157211238213421 -0.00085005685952219449 0.00013987147429433489 0.00012925497682143185 -0.00014919508004891487 -0.00030321604401042018 0.00071211624350794986 0.00052003397048935927 -0.00061948730589361962 0.0011487519204090243
leaf_weight=0.0010789569592255929 0.0016983711923944508 0.0011378790537806818 0.0016168732059178839 0.0010099172996909092 0.0010315148492523454 0.0010576078467823763 0.0012975569615074128 0.0011582230295152903 0.0011094325033303995 0.001105356439469408 0.0016084261638539543 0.0010500248912697621 0.001653343672835747 0.001270132711825603 0.0011127615940862406 0.0010175910158127799 0.0010011418959435716 0.0012336324072081961
leaf_count=491 419 122 338 43 61 131 190 93 115 55 121 272 106 90 44 39 310 81
internal_value=0 2.88475e-05 -1.07903e-05 3.98321e-05 5.0221e-07 4.33922e-05 9.44435e-05 3.21939e-05 9.24064e-05 2.6156e-05 0.000113369 0.000185727 0.000305644 0.000437943 0.000690514 6.29697e-05 -0.000151451 0.00094168
internal_weight=0 0.0221698 0.0210319 0.019415 0.0184051 0.0173736 0.0156752 0.0143777 0.0133201 0.0122106 0.0111053 0.00994705 0.00733749 0.00568414 0.00339642 0.00228772 0.00260957 0.00234639
internal_count=3121 2630 2508 2170 2127 2066 1647 1457 1326 1211 1156 1063 632 526 397 129 431 125
is_linear=0
shrinkage=0.00160853


Tree=2070
num_leaves=19
num_cat=0
split_feature=1213 1447 1374 453 4 457 151 160 50 1 12 47 133 13 42 0 12 16
split_gain=0.000353046 0.000241981 0.000228266 0.000230656 0.000293326 0.000246326 0.000245034 0.000305778 0.000224254 0.000185104 0.000146281 0.000315795 0.000200435 0.000191769 0.000211409 0.000250452 0.000173277 9.68223e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.094929999999999987 1.0000000180025095e-35 0.27287000000000006 0.088350000000000026 -0.086944999999999981 -0.091944999999999985 0.088280000000000011 0.111945 -0.029094999999999999 0.09550500000000002 -0.083244999999999986 -0.084034999999999985 0.088795000000000013 -0.11437499999999999 0.095780000000000018 -0.056919999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 5 6 -4 -8 10 -6 -9 12 -12 16 15 -15 -14 -17
right_child=1 2 3 -5 9 -7 7 8 -10 -11 11 -13 13 14 -16 17 -18 -19
leaf_value=-0.00094508618694578235 -0.00079599081309302141 -0.00074778090629107222 0.00052403280443317807 -0.00072254317181122993 7.0903694896098978e-05 0.00055429157642409123 -0.00090971097474784168 -0.0005682981860231748 0.00049663098232029669 0.0008902465195306915 0.00036547226280190739 0.00044175109105334509 0.0003732451727859924 -0.00015351026632551214 7.4745453452648209e-05 -0.00064545588705861771 -0.00039804295085344913 -0.0012259365236613003
leaf_weight=0.0011506892074950167 0.0010620828790035763 0.0010431511126744999 0.0011287805485181721 0.0010235015767761082 0.0012008570649992825 0.0012047927353049373 0.0011261733165512109 0.0017391952004234242 0.0011473074734341679 0.0011416315139642849 0.0010567305807170245 0.001806776509900688 0.0013435149145325223 0.0014255010494130796 0.0011408547308583428 0.0012809633220023367 0.0011452671547331761 0.0011641907069501814
leaf_count=491 255 55 143 78 75 79 251 133 247 240 173 90 143 58 218 145 26 221
internal_value=0 -0.000117437 -8.33125e-05 -4.87867e-05 -1.25926e-05 -8.0275e-05 -0.000129582 -0.000180901 -0.000118958 0.000470217 -0.000177313 -0.0001117 -0.000228559 -0.000312253 -0.00047642 -0.000638873 1.83202e-05 -0.000921835
internal_weight=0 0.0221813 0.0211192 0.020076 0.0190525 0.01671 0.0155053 0.0143765 0.0132503 0.00234249 0.012103 0.0103638 0.00855702 0.00750029 0.00501151 0.00387066 0.00248878 0.00244515
internal_count=3121 2630 2375 2320 2242 1927 1848 1705 1454 315 1207 1074 984 811 642 424 169 366
is_linear=0
shrinkage=0.00145689


Tree=2071
num_leaves=19
num_cat=0
split_feature=1213 1447 1374 453 457 11 4 151 160 50 0 4 0 42 0 12 16 12
split_gain=0.000428937 0.000237575 0.000241878 0.000225925 0.000248029 0.000262183 0.000483759 0.000165515 0.000341053 0.000180912 0.000175211 0.000279792 0.000261532 0.000505627 0.000187841 0.00022791 0.000212918 0.000103158
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.094929999999999987 1.0000000180025095e-35 0.092360000000000012 0.089270000000000002 0.27287000000000006 -0.086944999999999981 -0.091944999999999985 0.088280000000000011 -0.019414999999999998 -0.49405499999999997 -0.10011499999999998 0.083995000000000014 -0.11756999999999999 0.086850000000000024 -0.23935499999999996 0.086305000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 5 6 7 -4 -9 10 12 -12 14 -14 16 -16 -10 -13
right_child=1 2 3 -5 -6 -7 -8 8 9 -11 11 17 13 -15 15 -17 -18 -19
leaf_value=-0.0008669598905842635 -0.00063152144330821155 -0.00059288452435252582 0.00054063145390869933 -0.00054656170850540884 0.0007821849677311166 -0.00060543841472740229 0.00087973309484007107 -0.00074868384402627193 -0.00057658842384802282 0.0006000741630086898 -0.00020237372694414019 0.00094407606397578037 -0.00089669238485536496 0.00017797764985518508 -2.6626314663712725e-05 0.00092063686163218646 0.00020442881518729499 0.0003199947069202413
leaf_weight=0.0011539851389003727 0.0010700765547802032 0.0011063140043274791 0.0013101198481516576 0.001069897614398462 0.0011134090876339089 0.0010491128936953578 0.0015943179446579634 0.0011144913951945121 0.0011929416950904326 0.0012113553679355968 0.001442731423165533 0.0010063435676154241 0.001873858040258706 0.001706634441460065 0.0010291843913536837 0.0010436187212670145 0.0017667244418442252 0.0011669227832413753
leaf_count=491 255 55 147 78 86 101 256 250 49 246 73 45 425 377 31 39 89 28
internal_value=0 2.5552e-05 5.78081e-05 9.25985e-05 0.000127449 8.80624e-05 0.000129734 5.43645e-05 1.05942e-05 7.35547e-05 2.13996e-05 0.000285261 -8.93778e-05 -0.000384453 0.000120562 0.000450303 -0.000110373 0.000608979
internal_weight=0 0.0228681 0.021798 0.0206917 0.0196218 0.0185084 0.0174592 0.0158649 0.0145548 0.0134403 0.012229 0.003616 0.00861296 0.00358049 0.00503247 0.0020728 0.00295967 0.00217327
internal_count=3121 2630 2375 2320 2242 2156 2055 1799 1652 1402 1156 146 1010 802 208 70 138 73
is_linear=0
shrinkage=0.00142833


Tree=2072
num_leaves=19
num_cat=0
split_feature=1213 147 11 124 159 50 39 12 12 457 51 2 0 0 1 4 3 4
split_gain=0.000460111 0.000236826 0.000288891 0.000189548 0.000265994 0.000247873 0.000234672 0.000204991 0.000234149 0.000192764 0.000200756 0.000310432 0.000257394 0.000317889 0.000187678 0.000188471 0.000147592 4.42118e-05
threshold=-1.0000000180025095e-35 0.089025000000000007 0.088215000000000002 0.10093000000000002 -0.032739999999999991 0.09524500000000001 0.097050000000000011 0.10866500000000003 0.097825000000000009 -0.068264999999999978 -0.076794999999999988 0.086590000000000014 -0.23051499999999997 0.10455500000000001 0.089875000000000024 -1.0000000180025095e-35 -0.0087149999999999988 -0.07712999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 6 7 8 9 -6 -11 16 -13 14 15 17 -12 -14
right_child=1 -3 -4 -5 5 -7 -8 -9 -10 10 11 12 13 -15 -16 -17 -18 -19
leaf_value=-0.0010092827384336918 -0.0006950944571084411 0.00073159947673221511 -0.00081869719947851689 0.00070017937923584639 -0.000606330035849334 0.00079645140564724355 -0.00072726999598977352 -0.00062429115405003999 0.00063720058204157475 -0.0004427651798259108 -0.00071236727479082973 -0.00026363038995174071 0.00052506927038386414 -0.00018381579658582084 0.0011309421448171153 -7.3368312842220194e-06 1.2710973853408273e-05 0.00099356337151720159
leaf_weight=0.0011098885366511843 0.0012788418944340704 0.001138473149974519 0.0010364675624341393 0.0010117406799909625 0.0011012627797574734 0.0010401823517583722 0.0010270206627522862 0.0010477014385661667 0.0017626780605761319 0.0015754563328426842 0.0011686678701480057 0.0014880215259385167 0.0010020860750741224 0.0014388154248287099 0.0014684316569004499 0.0013248903361690271 0.0017340537671249306 0.0010016736460675135
leaf_count=491 393 122 109 43 127 195 101 91 127 288 373 35 132 44 158 109 80 103
internal_value=0 3.06596e-05 -6.44296e-06 3.46812e-05 8.10891e-08 4.89795e-05 3.6194e-06 5.02032e-05 9.71079e-05 2.55463e-05 8.25744e-05 0.000160459 0.000325692 0.000466317 0.000661315 0.000454139 -0.000279214 0.000759268
internal_weight=0 0.0226465 0.021508 0.0204715 0.0194598 0.0181809 0.0171408 0.0161137 0.015066 0.0133034 0.0122021 0.0106266 0.00772392 0.0062359 0.00479708 0.00332865 0.00290272 0.00200376
internal_count=3121 2630 2508 2399 2356 1963 1768 1667 1576 1449 1322 1034 581 546 502 344 453 235
is_linear=0
shrinkage=0.00157699


Tree=2073
num_leaves=20
num_cat=0
split_feature=1213 456 1374 457 11 1447 1 160 133 52 1 16 2 15 12 2 3 42 1
split_gain=0.00043312 0.000299167 0.000243209 0.000295179 0.000322447 0.00020554 0.000193446 0.000290159 0.00015176 0.00025747 0.00019843 0.000144004 0.000265705 0.000183477 0.000143734 0.000111965 0.000175605 0.000404278 0.000171202
threshold=-1.0000000180025095e-35 0.087485000000000021 -0.094929999999999987 0.088350000000000026 0.088215000000000002 -1.0000000180025095e-35 0.10538500000000002 -0.091944999999999985 0.10722500000000001 -0.087769999999999987 0.092695000000000013 -0.27167499999999994 0.11237500000000002 -0.016799999999999995 0.096990000000000007 0.10222000000000002 -0.059315 0.08623500000000002 0.080000000000000016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 -4 7 -7 9 -9 15 -8 13 14 -13 16 17 -11 -18
right_child=1 -3 3 -5 -6 6 11 8 -10 10 -12 12 -14 -15 -16 -17 18 -19 -20
leaf_value=-0.00098293133950677516 -0.00069514092744809512 -0.00082994773329269419 -0.00059946563219299151 0.00084034878593395646 -0.00080559946289665433 -0.00081312701046133945 -7.3640373314476669e-05 -0.00047376491453737481 -0.00040999484905174347 -0.00031935699499446873 -0.00026815401720027489 -0.00039936569608250213 0.0010405876603566237 0.00076168488305006503 0.00042061597240909617 -5.0292524362495115e-05 0.0012232000045748277 0.00091908043498135558 0.00038083612199139898
leaf_weight=0.0011613252911530916 0.0010469242892483513 0.0010171423192714959 0.0010307385705636543 0.0013045417120479122 0.0010766765692344906 0.001000911510420254 0.0015059491462240168 0.0013811511709704389 0.0013538147759928751 0.0015652318175196599 0.0014060998354863824 0.001223084356735446 0.0015728759063451531 0.0011526144506349709 0.0010097198008232056 0.0011748038247754167 0.0012672171243206642 0.0012086335897438794 0.0012303660660677451
leaf_count=491 40 165 237 94 107 237 177 344 256 314 119 96 123 48 27 64 41 102 39
internal_value=0 2.33442e-05 6.1899e-05 9.88235e-05 5.08396e-05 9.91599e-05 0.000139049 1.46865e-05 9.29469e-05 0.000166688 0.000279337 0.00036199 0.000494301 0.000240495 -2.85532e-05 0.00039876 0.000498837 0.000220257 0.000808232
internal_weight=0 0.0235285 0.0225114 0.0214644 0.0201599 0.0190832 0.0180525 0.0115882 0.0105873 0.0092335 0.00785235 0.00646424 0.00495829 0.00338542 0.0022328 0.00644625 0.00527145 0.00277387 0.00249758
internal_count=3121 2630 2465 2425 2331 2224 1987 1516 1279 1023 679 471 294 171 123 560 496 416 80
is_linear=0
shrinkage=0.00160853


Tree=2074
num_leaves=13
num_cat=0
split_feature=147 484 42 47 42 51 15 4 16 52 42 0
split_gain=6.81413e-05 0.000115716 9.34754e-05 0.000160064 0.000104883 0.000133506 0.000145504 0.000155247 0.00011393 0.000101706 0.000110991 6.49764e-05
threshold=0.087210000000000024 -0.0068949999999999992 0.10256000000000001 0.10980000000000002 -1.0000000180025095e-35 -0.076794999999999988 -0.10653 -0.0024449999999999997 -0.094359999999999986 0.10160000000000001 0.084050000000000014 -0.077809999999999976
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 11 -6 -7 9 -9 10 -8 -3
right_child=-2 2 -4 -5 5 6 7 8 -10 -11 -12 -13
leaf_value=-0.00253722134982271 0.001795258013683887 -0.0029016402044604768 -0.0019121965879551014 0.0023409845358480811 -0.0020473341725577941 0.0025324736148572835 0.0029154170483745552 -0.0026624763175980629 0.00014276619591444112 -0.00083753591747435466 -8.7857127186145428e-05 -0.00029836308201970738
leaf_weight=0.00102830731399436 0.0010162180962517272 0.0010422955307303507 0.0012505816569129977 0.001619953791558955 0.0012389954260645765 0.0015803484275866888 0.0017535496065381757 0.0014342179431823809 0.0016941604667970421 0.0011053413747607183 0.0010587539851995564 0.0010155050318741499
leaf_count=485 149 561 299 116 274 210 186 105 104 176 254 202
internal_value=0 -0.000161362 3.78335e-06 0.000180706 -0.000112802 0.000200945 0.000523863 7.33525e-05 -0.00114331 0.0010449 0.00178477 -0.00161695
internal_weight=0 0.015822 0.0147937 0.0135431 0.0119232 0.00986537 0.00862637 0.00704602 0.00312838 0.00391764 0.0028123 0.0020578
internal_count=3121 2972 2487 2188 2072 1309 1035 825 209 616 440 763
is_linear=0
shrinkage=0.00732449


Tree=2075
num_leaves=19
num_cat=0
split_feature=1213 1447 453 4 156 151 160 12 47 13 133 1375 43 3 43 1 15 16
split_gain=0.000540193 0.000240258 0.000305055 0.00036022 0.000146383 0.000221095 0.000203828 0.000270436 0.000302448 0.000215977 0.000225201 0.00018129 0.00021983 0.000151512 0.000263706 0.000133405 0.000101578 7.85005e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 1.0000000180025095e-35 0.27287000000000006 0.080810000000000007 -0.055494999999999996 -0.085834999999999981 -0.029094999999999999 0.09550500000000002 -0.012549999999999997 -0.085499999999999979 -0.012484999999999998 -0.17390999999999998 0.10732000000000001 -0.078654999999999989 0.111945 -0.07879499999999999 -0.083134999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 5 -3 -7 -8 9 10 -9 -11 -13 14 -12 -5 -10 -14
right_child=1 2 -4 15 -6 6 7 8 16 11 13 12 17 -15 -16 -17 -18 -19
leaf_value=-0.0010693783711643696 -0.00071518002888449131 0.00060421709589122356 -0.00078885810859248833 0.00032023651457265191 -0.00039573842253931465 -0.00067695617214666871 -0.00055736338456069639 0.00094169464482839118 0.00036673436959250766 0.00035574742933379465 0.00038646892143724026 0.00022513355439950124 -0.00028022440735120396 0.00056151761980140452 -0.00073751132923970521 0.0010794036239782608 0.001083125264843375 -0.00081585333072256734
leaf_weight=0.0012015569501881837 0.0010463755249638411 0.0018915869380960451 0.0010100812140730877 0.0011885354664356038 0.0018037445520444053 0.0010114920196910302 0.0015612972462417602 0.0010743727469365565 0.0010481301219451566 0.0012573378162414883 0.0011161999982778874 0.0012379262828847715 0.001243794525820241 0.0011683244778408763 0.0010463805116553418 0.0012072051832451008 0.0010013472813932287 0.0016432651090375694
leaf_count=491 255 265 78 77 384 209 102 107 41 18 111 61 131 33 267 240 47 204
internal_value=0 3.74987e-05 7.41117e-05 0.00011663 3.90692e-05 8.71804e-05 1.93088e-05 7.18724e-05 0.000154868 3.72117e-05 0.000301326 -0.000178958 -0.000341942 9.47772e-05 -0.000157377 0.000702778 0.000716753 -0.000585095
internal_weight=0 0.0225574 0.021511 0.0205009 0.0181052 0.0163015 0.0144099 0.0133984 0.0118371 0.0097876 0.00440528 0.00538232 0.00412499 0.0033309 0.00216258 0.00239574 0.00204948 0.00288706
internal_count=3121 2630 2375 2297 1980 1596 1331 1122 1020 932 518 414 396 411 378 317 88 335
is_linear=0
shrinkage=0.00160853


Tree=2076
num_leaves=12
num_cat=0
split_feature=50 48 4 42 52 47 484 133 51 15 16
split_gain=6.08262e-05 8.64596e-05 0.000112221 8.72989e-05 0.000115039 0.000120393 0.000125638 0.00013334 0.000140928 0.000121169 0.000195341
threshold=0.10124500000000002 0.11951500000000001 0.27834500000000006 0.092145000000000019 0.14295500000000003 0.09550500000000002 0.084040000000000017 0.083950000000000011 0.078435000000000019 0.089595000000000022 -0.046599999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 7 8 9 10 -1
right_child=-2 -3 -4 -5 -6 -7 -8 -9 -10 -11 -12
leaf_value=-0.004160917468454893 -0.0015439507918274581 -0.0017104704394549427 0.0018524616567674667 -0.0012364747023736527 0.0020444915074952167 0.00169782441666985 0.0016592281485633903 0.00096818919214625252 0.00058431287606183129 0.00024882952185749585 -0.00095423629804641601
leaf_weight=0.0013162446107431395 0.0010198343246475205 0.0010440736024907018 0.0014819790554645171 0.0019693594091062467 0.0012476831967868232 0.0014406434118874609 0.0011591319693871061 0.0017057531781048598 0.001545711693388057 0.0010169570809234404 0.001869329368304605
leaf_count=421 375 75 289 430 144 139 207 374 156 169 342
internal_value=0 6.27747e-05 0.000188269 2.42573e-06 0.000218313 -8.31759e-06 -0.000293689 -0.000597377 -0.00106195 -0.00166745 -0.0022792
internal_weight=0 0.0157969 0.0147528 0.0132708 0.0113015 0.0100538 0.00861313 0.007454 0.00574824 0.00420253 0.00318557
internal_count=3121 2746 2671 2382 1952 1808 1669 1462 1088 932 763
is_linear=0
shrinkage=0.00637641


Tree=2077
num_leaves=19
num_cat=0
split_feature=1213 1374 457 11 484 457 150 49 42 403 160 15 3 4 16 1 4 4
split_gain=0.000429498 0.000295645 0.000406622 0.000374869 0.000269676 0.000183337 0.000252042 0.000274185 0.000325829 0.000278537 0.00029844 0.00034391 0.000410309 0.000313983 0.000465904 0.00017465 9.34059e-05 0.000104636
threshold=-1.0000000180025095e-35 -0.094929999999999987 0.088350000000000026 0.088215000000000002 -0.0068949999999999992 -0.068264999999999978 0.081835000000000019 -0.006494999999999999 0.10194000000000002 0.03138500000000001 -0.098904999999999979 0.084050000000000014 -0.073884999999999992 -1.0000000180025095e-35 0.25084500000000004 0.086105000000000015 0.2623950000000001 0.053925000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 -3 -6 7 -7 9 10 -9 12 15 14 -14 -12 17 -15
right_child=1 2 -4 -5 5 6 -8 8 -10 -11 11 -13 13 16 -16 -17 -18 -19
leaf_value=-0.00082972485973803814 -0.00066445836080208747 -0.00055204179508639697 0.00073124065134547644 -0.00076346685401884596 -0.00043919547786451323 -0.00042799573011786875 0.00061477399574601319 -0.00052846938316630906 -0.00052372987506667972 0.00069152488909351919 0.00040034303881168536 -0.00053092196083381383 0.0010668230055887605 5.0895179995324512e-05 -0.00014514342646425481 0.0011394097876728071 0.00020491853045705486 -0.00050581598214548143
leaf_weight=0.0011692328669476717 0.0011248943115811363 0.0013105013883415789 0.0015674482063220687 0.0011280538021904976 0.001148406487106928 0.0018305928854891454 0.0017925798075686386 0.0011936467115336588 0.0012767221983126945 0.0018801139270329956 0.0011996261355581815 0.0010776063008899337 0.0012531360719057992 0.0010538588644499833 0.0011431784242372511 0.0012109682684671719 0.0010113225466249886 0.0016060428064086363
leaf_count=491 55 454 116 109 128 81 210 233 214 130 195 277 78 39 49 102 108 52
internal_value=0 2.25252e-05 5.65928e-05 6.5143e-06 4.99687e-05 9.22079e-05 0.000127022 7.1462e-05 0.00013721 0.000204025 0.000118759 0.000199607 0.00029246 0.000102095 0.000488646 0.000771615 -0.000150219 -0.000285246
internal_weight=0 0.0238087 0.0226838 0.0211164 0.0199883 0.0186778 0.0175294 0.0157368 0.0139062 0.0126295 0.0107494 0.00955574 0.00847813 0.00606754 0.00239631 0.00241059 0.00367122 0.0026599
internal_count=3121 2630 2575 2459 2350 1896 1768 1558 1477 1263 1133 900 623 326 127 297 199 91
is_linear=0
shrinkage=0.00137286


Tree=2078
num_leaves=14
num_cat=0
split_feature=41 2 16 151 2 48 51 0 0 15 0 43 43
split_gain=6.73925e-05 0.000119695 6.26249e-05 0.000142671 0.00011572 9.0471e-05 0.000123642 0.000106322 0.000163641 0.000135804 0.000104988 0.000156586 0.00012294
threshold=0.078475000000000017 -0.0091949999999999983 -0.36241499999999999 -0.08718999999999999 0.10803500000000001 0.093265000000000015 0.08955500000000001 -0.10607499999999999 -0.077999999999999986 -0.016799999999999995 -0.053834999999999994 0.08845500000000002 -0.17390999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 4 -4 -3 6 7 9 -9 -5 -10 12 -12
right_child=-2 2 3 5 -6 -7 -8 8 10 -11 11 -13 -14
leaf_value=0.0022350475374089017 -0.0016564022162137637 0.00040664845589077816 0.0024435097663840053 -0.00015836483916561474 -0.002473038270137084 0.0013189428028929924 -0.0023877288846609846 -0.002281996401912843 0.0017752449225205357 0.0028840949433224226 5.4876192704708962e-05 0.0014401442545958737 -0.0031080753864995243
leaf_weight=0.0010118194637410904 0.0010170239329987387 0.0011684822043222373 0.0010154183912732826 0.0016023963198361635 0.0011929547531068941 0.0016282024221109257 0.001103252825920901 0.0016699667044235648 0.0011734878660825607 0.001012895576563257 0.0010188582848513761 0.0011400763008162507 0.0010613222304636273
leaf_count=158 148 130 193 82 153 223 246 1038 420 64 28 32 206
internal_value=0 7.08795e-05 -7.72033e-05 0.000107311 -0.00104812 -0.000100588 -0.000336861 -7.61597e-05 -0.000548924 0.00101997 0.00010978 -0.000497129 -0.00155888
internal_weight=0 0.0157991 0.0147873 0.0124259 0.00236144 0.0114105 0.00978226 0.008679 0.00606371 0.00261529 0.00439374 0.00322026 0.00208018
internal_count=3121 2973 2815 2532 283 2339 2116 1870 1724 146 686 266 234
is_linear=0
shrinkage=0.00650394


Tree=2079
num_leaves=18
num_cat=0
split_feature=1213 1447 453 16 1374 11 51 4 16 12 133 160 48 13 4 43 13
split_gain=0.000369608 0.000235659 0.000287234 0.000289861 0.000209551 0.000176284 0.000267237 0.000332294 0.000190681 0.000189933 0.000167523 0.000248394 0.000110417 0.00011005 0.000174219 0.000179538 6.63866e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 1.0000000180025095e-35 -0.48836499999999994 -0.094929999999999987 0.074925000000000005 0.081440000000000026 -0.0047449999999999992 -0.091354999999999978 0.095780000000000018 -0.083244999999999986 -1.0000000180025095e-35 0.081275000000000014 -0.063184999999999977 0.053180000000000012 -0.17390999999999998 -0.015874999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 16 -5 6 8 -8 9 -6 -10 -12 13 -13 15 -15 -3
right_child=1 2 -4 4 5 -7 7 -9 10 -11 11 12 -14 14 -16 -17 -18
leaf_value=-0.00089956911183906006 -0.0006855466867895897 0.00035699454599524692 -0.00072148273162768721 -0.00062573224192089059 -0.00068724532836902106 -0.00048592416703493205 -1.758979725914288e-05 0.0010496555325545884 0.00057746943359846231 0.0001603268816697367 -0.00045418453379608817 -0.0002306605830905869 0.00063115806817701605 0.00043652584513334861 0.00061529651641861944 -0.00041159844420821996 0.00085386627263985568
leaf_weight=0.0010452569070235332 0.0010287952762412121 0.0013706514844679593 0.0010344599388313327 0.0010559960967686513 0.0015239338534442743 0.0012110159253675415 0.0012637913910828469 0.001427213110327453 0.0015310919536522969 0.0010100414826323956 0.0018760305160199619 0.0017308981618763515 0.0010125686271557077 0.0010291678285359041 0.0015881925818270401 0.0012950315312469035 0.0011247709644907023
leaf_count=491 255 131 78 53 210 158 188 117 178 68 363 249 130 50 46 259 97
internal_value=0 2.28229e-05 5.73864e-05 9.75706e-05 2.88585e-05 7.07548e-05 0.000114851 0.000548439 2.22269e-05 -0.000349403 0.000115808 3.29601e-05 0.000170267 8.75703e-05 0.00022836 -3.60445e-05 0.000580951
internal_weight=0 0.0221137 0.0210849 0.0200504 0.017555 0.016499 0.015288 0.002691 0.012597 0.00253398 0.010063 0.00853189 0.00665586 0.00564329 0.00391239 0.0023242 0.00249542
internal_count=3121 2630 2375 2297 2069 2016 1858 305 1553 278 1275 1097 734 604 355 309 228
is_linear=0
shrinkage=0.00151575


Tree=2080
num_leaves=21
num_cat=0
split_feature=1213 1447 453 4 15 1374 15 133 160 1 42 15 52 12 16 4 12 16 15 2
split_gain=0.000425769 0.000350031 0.000468217 0.000547539 0.000336783 0.000285052 0.000502583 0.000275781 0.000334704 0.00023585 0.000190196 0.000240397 0.000265757 0.000304317 0.000222673 0.000195115 0.000175589 0.00013659 6.48516e-05 6.44854e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 1.0000000180025095e-35 0.24564500000000003 -0.10469999999999999 -0.094929999999999987 -0.094549999999999981 -0.083244999999999986 -0.082179999999999989 0.111945 0.091295000000000015 0.088655000000000025 -0.087769999999999987 0.085955000000000018 0.23311500000000004 -0.020529999999999996 0.090545000000000014 -0.52595999999999987 0.086085000000000009 0.098260000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 -3 -6 -7 18 -9 17 11 12 -10 15 -12 -14 -11 -5 -8 -15
right_child=1 2 -4 9 5 6 7 8 10 16 14 -13 13 19 -16 -17 -18 -19 -20 -21
leaf_value=-0.00096243240817301713 -0.00083121130089818982 -0.0007777541150219147 -0.00094755227097143404 0.00067654600210897173 -0.00073804379781657167 0.00099250878557853844 0.0002836773327188249 -0.00075340213380663777 -0.00045280021950328854 0.0014876229508379211 -1.168510681969789e-05 -0.00064196264144279151 0.00097367072974362311 -0.00046864395021544981 0.00094680845935410981 9.5342116801146388e-05 0.0005472190765045947 -0.00015552006320487935 0.00085840540359406227 8.4395344449117213e-05
leaf_weight=0.0012039601242459222 0.0011991504547227269 0.0013606034749735719 0.0011378764273530786 0.0010075057046092795 0.001102318564361048 0.0015052143416301378 0.0010322037104659601 0.0016247237505131471 0.0019741269001345811 0.0010482635276843066 0.0014092463858780139 0.0016310612412133718 0.001573649786400174 0.0011212266167084373 0.0011299329471113895 0.0011202078635625008 0.0010074150165104712 0.0010346897447315309 0.0010002437827191651 0.0010624123451805634
leaf_count=491 255 171 78 53 53 78 124 278 326 199 216 137 83 152 80 100 58 68 98 23
internal_value=0 1.68091e-05 5.93878e-05 0.000109762 -7.23193e-06 5.34149e-05 0.000107322 1.65529e-05 -7.18333e-05 0.000642139 2.86361e-05 -8.697e-05 4.51486e-05 0.000246689 0.000414844 0.000608428 0.00102676 0.000254975 0.000566523 -0.000199572
internal_weight=0 0.0250821 0.0238829 0.022745 0.0186472 0.0172866 0.0161842 0.014679 0.0126466 0.00409787 0.0110219 0.00848268 0.00685162 0.0048775 0.00253918 0.00269386 0.00205568 0.0020422 0.00203245 0.00218364
internal_count=3121 2630 2375 2297 1919 1748 1695 1617 1395 378 1117 821 684 358 296 183 257 121 222 175
is_linear=0
shrinkage=0.00160853


Tree=2081
num_leaves=13
num_cat=0
split_feature=156 11 133 0 42 12 43 15 16 2 3 16
split_gain=6.45566e-05 7.9643e-05 9.05634e-05 0.000122919 0.000131964 9.85809e-05 9.43471e-05 0.000150293 0.00013016 0.000130762 0.000143425 0.000134502
threshold=0.091255000000000017 0.081790000000000015 0.10722500000000001 -0.019414999999999998 -1.0000000180025095e-35 0.051320000000000005 -0.084004999999999982 0.090615000000000015 -0.36241499999999999 0.098035000000000011 -0.074084999999999998 -0.056919999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 -5 -6 8 -8 10 -10 -12
right_child=-2 -3 -4 5 6 -7 7 -9 9 -11 11 -13
leaf_value=-0.0017298448990868487 -0.0016530487025427257 -0.001671089775265003 -0.0016550046616124396 0.0032752722699049119 0.0019949246507466553 0.00057851483942942151 -0.0014204703592991727 -0.0023571395451880118 0.0020496793969489173 0.0025789357552760037 0.00053791723068521199 -0.002539638519372315
leaf_weight=0.0016301879609770574 0.0010571501868323297 0.0011134269056790594 0.0011076377289669795 0.0010581368443011935 0.0013727542100140456 0.0015012782135608305 0.0014004063291757707 0.0010160544949755212 0.0013695965032224011 0.0015226186202875469 0.0017158168617850689 0.0010470163636990791
leaf_count=642 273 126 406 131 315 71 177 197 436 197 75 75
internal_value=0 7.39619e-05 0.000205766 0.000356938 4.80606e-05 0.00169343 0.000354947 7.60299e-05 0.00042643 0.000883793 0.000259208 -0.000628368
internal_weight=0 0.0158549 0.0147415 0.0136339 0.0110745 0.00255942 0.00944426 0.00807151 0.00705545 0.00565505 0.00413243 0.00276283
internal_count=3121 2848 2722 2316 2114 202 1472 1157 960 783 586 150
is_linear=0
shrinkage=0.0067667


Tree=2082
num_leaves=13
num_cat=0
split_feature=147 52 11 123 12 47 13 13 12 0 52 43
split_gain=6.19215e-05 0.000119733 0.000110087 8.12138e-05 0.000146402 0.000128437 0.00012066 0.000111237 0.000157187 0.000180006 0.000249444 6.22701e-05
threshold=0.087210000000000024 0.25317500000000004 1.0000000180025095e-35 1.0000000180025095e-35 -0.029094999999999999 0.09550500000000002 -0.095304999999999987 -0.023499999999999997 0.088930000000000023 -0.13455999999999999 -0.066844999999999988 0.07827000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 6 11 -8 9 10 -9 -6
right_child=-2 -3 -4 -5 5 -7 7 8 -10 -11 -12 -13
leaf_value=-0.0023555051153463036 0.0015980633130024925 -0.0023491813463443405 -0.0017686826416548533 0.0020653896147921767 0.00018258857444474583 0.0018867955193066107 -0.0021998767373391011 -0.0013116041155496784 0.001726418012632451 -0.0025168470041362048 0.002996650711540645 0.0024890777517828765
leaf_weight=0.0010486970336873397 0.0010048265157510247 0.0010436975480450006 0.0014196988324424184 0.001002669471331573 0.0010412016543707176 0.0019101605113437678 0.0013616702610547114 0.001585188393977921 0.0016374694679956413 0.0016161692372922993 0.0010057839061481388 0.0011044952172958311
leaf_count=141 149 318 217 234 108 204 906 56 357 344 45 42
internal_value=0 -0.000134382 2.25142e-05 0.00021352 6.26927e-05 0.000287868 -3.8716e-05 -0.000458122 -5.23303e-05 -0.00074464 0.000360808 0.00136985
internal_weight=0 0.0157769 0.0147332 0.0133135 0.0123108 0.0112621 0.00935198 0.00720628 0.00584461 0.00420714 0.00259097 0.0021457
internal_count=3121 2972 2654 2437 2203 2062 1858 1708 802 445 101 150
is_linear=0
shrinkage=0.0067667


Tree=2083
num_leaves=13
num_cat=0
split_feature=2 484 457 16 15 42 124 4 13 3 49 16
split_gain=6.1074e-05 7.52343e-05 9.52782e-05 0.000134813 0.000102469 0.000106446 0.000142537 0.0001076 0.000235346 0.000159814 0.000255503 0.000129044
threshold=-1.0000000180025095e-35 -0.0068949999999999992 -0.0029299999999999994 -0.48836499999999994 0.090615000000000015 0.088915000000000008 -0.0066649999999999991 -0.084369999999999987 -0.011289999999999998 0.11296500000000002 -0.00064499999999999985 -0.046599999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 -4 5 6 -5 8 -8 10 -9 -12
right_child=1 2 3 4 -6 -7 7 9 -10 -11 11 -13
leaf_value=0.0013684171383627542 -0.0020457300654288515 -0.00212670334207037 0.0020827691559678839 -0.0020456994116822987 -0.0019181132075125383 -0.001403822059503749 0.0018374113424580517 -0.00070355809558793542 -0.0028413841435156626 -0.00058652332676083902 0.0020013546651337076 0.0053199751607789633
leaf_weight=0.0014691783724804482 0.001022757350085334 0.0010347734508699144 0.0016100192503472966 0.0010092424142356627 0.0014532026238721152 0.0019096059449998934 0.0011216039615364742 0.0010465694491328436 0.0010961326359648117 0.0014338639441189849 0.0013027712797756309 0.0011267583709515146
leaf_count=199 498 150 187 97 440 373 110 110 301 70 371 215
internal_value=0 -0.000164945 -2.89502e-05 0.000136629 -0.00013584 0.00012196 0.000480036 0.000837666 -0.000475118 0.00143063 0.00226268 0.00354045
internal_weight=0 0.0151673 0.0141445 0.0131098 0.0114998 0.0100465 0.00813694 0.0071277 0.00221774 0.00490996 0.0034761 0.00242953
internal_count=3121 2922 2424 2274 2087 1647 1274 1177 411 766 696 586
is_linear=0
shrinkage=0.00718087


Tree=2084
num_leaves=20
num_cat=0
split_feature=1213 456 48 50 48 474 157 130 0 13 51 40 42 1 52 13 0 3 1
split_gain=0.00049478 0.000315663 0.000267935 0.000260001 0.000246881 0.000284885 0.000388827 0.000348771 0.000249343 0.000248052 0.000178466 0.000265386 0.000199658 0.000208475 0.000248236 0.000341514 0.000167775 0.000330713 0.000136217
threshold=-1.0000000180025095e-35 0.087485000000000021 0.12737000000000001 0.10124500000000002 0.093265000000000015 0.085860000000000006 -1.0000000180025095e-35 -0.0015749999999999998 0.18019500000000002 -0.07692499999999998 0.087505000000000013 -1.0000000180025095e-35 0.091735000000000025 0.12500000000000003 0.10160000000000001 -0.084034999999999985 -0.077999999999999986 -0.0080949999999999998 0.092695000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 6 -2 -8 10 -6 11 -9 13 14 15 -13 17 -17 -19
right_child=1 -3 -4 -5 9 -7 7 8 -10 -11 -12 12 -14 -15 -16 16 -18 18 -20
leaf_value=-0.0009825610844849677 -0.00087090333230615603 -0.00078167703262058737 -0.00051627424281445794 -0.00066359494869613412 5.0490827870862913e-05 0.00084916226873961171 -0.00059956835178854033 -0.00039617749571266997 0.00090067052922996335 0.0010834780179657514 -0.00034945250831778108 0.00097571283078429173 -0.00028394382784284998 0.0010524680590562419 -0.00031809001077103823 -0.00070100934808801322 0.00064641953956280347 0.00071094949539209508 -5.6438029975387512e-05
leaf_weight=0.0013060094336852781 0.0011259660823198367 0.0011781243961923307 0.0018638196829803269 0.0010517047091440903 0.0010603827831172224 0.0012149414037719011 0.0016455686340260704 0.0017275116521906471 0.0011477188515823808 0.0013897446098252155 0.0018181612226333072 0.0019773138661173511 0.0014031672298738538 0.0010217797435376494 0.0014680070653809718 0.0011729175224956786 0.0014580866637056754 0.001242561783385554 0.0011546246946103622
leaf_count=491 167 165 83 251 80 209 186 184 26 93 116 125 272 66 137 249 157 18 46
internal_value=0 3.19454e-05 7.03734e-05 0.000117748 0.000155051 9.48112e-05 4.49025e-05 0.000104724 0.000179055 0.000636415 0.000121716 0.000189565 0.000282411 0.000366104 0.000283339 0.000409369 0.000186656 -1.11824e-06 0.000341331
internal_weight=0 0.0261221 0.024944 0.0230802 0.0220285 0.0195783 0.0183634 0.0172374 0.0155919 0.00245013 0.0144441 0.012626 0.0108985 0.00949529 0.00847351 0.0070055 0.00502819 0.0035701 0.00239719
internal_count=3121 2630 2465 2382 2131 1958 1749 1582 1396 173 1370 1254 1070 798 732 595 470 313 64
is_linear=0
shrinkage=0.00160853


Tree=2085
num_leaves=21
num_cat=0
split_feature=1213 1447 453 147 1374 11 4 457 403 15 0 151 160 160 51 12 3 4 0 16
split_gain=0.000553913 0.00025741 0.000234434 0.000261404 0.000335422 0.000366643 0.000391442 0.000239638 0.00022007 0.000504775 0.0002622 0.000326197 0.000476926 0.000246203 0.000279424 0.000257804 0.000233882 0.000266392 0.000232633 7.32876e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 1.0000000180025095e-35 0.089025000000000007 -0.094929999999999987 0.089270000000000002 0.27287000000000006 0.088350000000000026 0.03138500000000001 0.088235000000000022 0.15398500000000004 -0.086224999999999982 -0.082299999999999984 0.086075000000000013 0.045645000000000005 -0.040564999999999997 0.097915000000000016 0.053180000000000012 -0.069824999999999984 -0.059624999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 -3 6 7 8 10 -10 11 -6 -13 14 15 -14 17 18 -17 -19
right_child=1 2 -4 -5 5 -7 -8 -9 9 -11 -12 12 13 -15 -16 16 -18 19 -20 -21
leaf_value=-0.0011598143217600514 -0.00077869625722749131 -0.00088376188074757659 -0.00069985027512215554 0.00087507276269161631 0.00069348263243180629 -0.00083863048165259805 0.00096564352485173203 0.00080849857102772353 -0.00033239727174083779 0.00121219135360259 0.00062058997764585268 -0.0011802596989311715 -0.00084458913538471047 -0.00084473701349071335 0.00073266471552320335 -0.0011321267511610819 0.00064661271900892377 -3.3856356759669647e-05 -1.566670157506132e-05 0.00056546500895155198
leaf_weight=0.0011630175727173056 0.0010705172352314515 0.0010119804017021386 0.0010795803805225814 0.0011514441937980199 0.0011896640822147706 0.00108924906975738 0.0015489769061852203 0.0011946220136005428 0.0011016028200691039 0.0012823212725319166 0.0014362033276487116 0.0012993046393134236 0.0011703580752611123 0.0010881402053228581 0.0012444635532200543 0.0010923561267490627 0.0012833894073542851 0.0013254765836779869 0.0010022652957748547 0.0010044903431070118
leaf_count=491 255 51 78 114 137 101 233 49 122 33 31 284 71 157 152 490 42 45 142 43
internal_value=0 2.3154e-05 6.11429e-05 9.93258e-05 5.54645e-05 0.000104577 0.000160831 8.62473e-05 3.06535e-05 0.000498442 -5.42402e-05 -0.000137078 -0.00023109 -9.71989e-05 2.94225e-06 -0.000129083 1.76238e-05 -0.00016482 -0.000597907 0.000224522
internal_weight=0 0.0236664 0.0225959 0.0215163 0.0203649 0.0193529 0.0182636 0.0167147 0.01552 0.00238392 0.0131361 0.0116999 0.0105102 0.00921094 0.0081228 0.00687834 0.00570798 0.00442459 0.00209462 0.00232997
internal_count=3121 2630 2375 2297 2183 2132 2031 1798 1749 155 1594 1563 1426 1142 985 833 762 720 632 88
is_linear=0
shrinkage=0.00167351


Tree=2086
num_leaves=19
num_cat=0
split_feature=1213 147 1374 11 1447 51 15 0 403 52 0 0 0 16 16 3 13 16
split_gain=0.000416504 0.000221933 0.000316427 0.000261217 0.000230795 0.000320384 0.000477462 0.00017075 0.000257358 0.000207278 0.000482054 0.000366438 0.000200361 0.000235132 0.000228179 0.000179442 0.000143005 0.000135558
threshold=-1.0000000180025095e-35 0.089025000000000007 -0.094929999999999987 0.088215000000000002 -1.0000000180025095e-35 0.078435000000000019 -0.094549999999999981 0.18019500000000002 0.03138500000000001 0.10160000000000001 -0.060129999999999996 -0.10096999999999999 -0.11756999999999999 -0.007794999999999999 -0.5224049999999999 0.083060000000000009 -0.074044999999999986 0.15891500000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 -4 7 -7 8 9 10 11 12 13 14 -6 -11 -13 -12
right_child=1 -3 3 -5 5 6 -8 -9 -10 15 17 16 -14 -15 -16 -17 -18 -19
leaf_value=-0.0009411607702686282 -0.00085507677489219671 0.00069754460898046634 -0.00064539612708420298 -0.00072957372573319171 9.5804261489122299e-05 0.0012532635388992257 4.6497507611423719e-05 0.00060134686551587717 0.00050793030764801142 -9.4167240695284065e-05 0.0009412587342763983 -0.00036834221253799986 0.00041717505410998558 0.00039781065711658604 -0.00084983620696766021 -0.0010151586728241837 -0.0011752098385776353 0.00025657769350497807
leaf_weight=0.0011151436556093566 0.0010055319643669227 0.0011203275871936166 0.0010146740032546979 0.0010205473957569646 0.0010102264801158667 0.001356221653521783 0.001856454685994934 0.0011172713721754332 0.0018736990439843096 0.0010006791123192841 0.0010874823883471911 0.0010379825247601006 0.0017365362081582765 0.0010377891858341926 0.0015392705898138181 0.0010222378707389623 0.0010625160729264482 0.0018968040447782109
leaf_count=491 51 122 252 109 48 72 267 22 168 250 96 359 58 37 102 28 443 146
internal_value=0 2.65431e-05 -8.13788e-06 3.30623e-05 7.26711e-05 0.000111769 0.00055593 1.92458e-05 -2.62176e-05 -0.000106725 -1.87146e-05 -0.00022966 -1.39112e-05 -0.000222592 -0.000475131 -0.000559571 -0.000776488 0.000506077
internal_weight=0 0.0227963 0.0216759 0.0206704 0.0196498 0.0186352 0.00321268 0.0154225 0.0143052 0.0124315 0.0104086 0.00742432 0.00532382 0.00358729 0.0025495 0.00202292 0.0021005 0.00298429
internal_count=3121 2630 2508 2457 2348 2096 339 1757 1735 1567 1289 1047 245 187 150 278 802 242
is_linear=0
shrinkage=0.00154607


Tree=2087
num_leaves=12
num_cat=0
split_feature=403 124 151 16 159 43 47 4 0 3 3
split_gain=6.495e-05 8.2266e-05 0.000130691 0.000172046 0.000170509 0.000157868 0.000109387 0.000135372 0.000129896 0.000262241 0.000118203
threshold=-1.0000000180025095e-35 -0.043384999999999993 -0.083274999999999988 -0.48836499999999994 -0.032739999999999991 0.097930000000000017 0.09550500000000002 -0.27825499999999997 -0.084269999999999984 0.092670000000000016 -0.082974999999999979
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 -4 -5 6 7 -6 9 -9 -10
right_child=1 2 3 4 5 -7 -8 8 10 -11 -12
leaf_value=-0.0018910882462193955 0.0020046238744095388 -0.002111757851399079 0.0025263777715803411 -0.0031006245474829992 -0.0020662424493598655 -0.0024957359252916894 0.002267898978149011 -0.0022527381933421459 0.0031497565474361299 0.0019216445750250468 -0.00011372964487573524
leaf_weight=0.0010245203826001427 0.001202609671327493 0.0016173425245029635 0.0015987572848992484 0.0010296471808160087 0.0013744117986065358 0.0011628286923811579 0.0016407195150731357 0.0019513577975007346 0.0016067454266609927 0.0015827635450729183 0.0010761630962829189
leaf_count=756 234 289 164 327 147 183 110 352 215 76 268
internal_value=0 8.8677e-05 -6.87014e-05 0.000185021 -0.000142628 0.000150369 0.000483656 9.80325e-05 0.000576493 -0.000383232 0.00184071
internal_weight=0 0.0158433 0.0146407 0.0130234 0.0114246 0.010395 0.00923216 0.00759144 0.00621703 0.00353412 0.00268291
internal_count=3121 2365 2131 1842 1678 1351 1168 1058 911 428 483
is_linear=0
shrinkage=0.0076204


Tree=2088
num_leaves=19
num_cat=0
split_feature=1213 1374 457 11 453 4 403 160 16 15 0 42 0 16 52 1 3 0
split_gain=0.000394943 0.000241431 0.000243071 0.000245595 0.000197986 0.000332102 0.000192954 0.000297219 0.000417211 0.000286464 0.000273263 0.000216973 0.000245768 0.00025353 0.000244663 0.000235769 0.00017808 0.000119123
threshold=-1.0000000180025095e-35 -0.094929999999999987 0.092360000000000012 0.088215000000000002 1.0000000180025095e-35 0.27287000000000006 0.03138500000000001 -1.0000000180025095e-35 -0.008904999999999998 0.088235000000000022 0.041630000000000007 -1.0000000180025095e-35 -0.052984999999999997 -0.36241499999999999 0.077655000000000016 0.092390000000000014 -0.10217499999999997 -0.10474999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 5 6 7 8 -3 -8 11 -9 13 -13 15 -15 -12 -17
right_child=1 2 -4 -5 -6 -7 9 10 -10 -11 16 12 -14 14 -16 17 -18 -19
leaf_value=-0.00086752392783085136 -0.00064124086256224912 -0.0011222861502937353 0.00068540069284602856 -0.00066593058411869093 -0.0005527120089270606 0.0006776654597173429 -8.0653421340291163e-05 -0.00053732826810333478 8.2894100456065354e-06 0.00094311379855985158 0.0009012683632378919 -0.00049776801751633029 -0.00059431424186899518 -0.0003427826573978765 0.00085213098098227001 0.00010044664245246302 0.00012184427366684738 0.0007498205925850495
leaf_weight=0.001124580866963181 0.0011251429826337747 0.0011871759112111954 0.00121008356533192 0.0010704394244320783 0.0010890716297146099 0.0018181182088648938 0.001208195225299121 0.0016251840288977609 0.0016636965307809852 0.0011159694833784428 0.0011773278384010766 0.0010285601461816852 0.0010668002492194616 0.0014854560175725784 0.0012613360684006203 0.0013238206045277368 0.0013195215023942284 0.0010960253247591645
leaf_count=491 55 399 89 109 76 267 131 378 280 38 47 35 99 278 135 73 56 85
internal_value=0 1.68206e-05 5.08676e-05 1.3479e-05 5.08394e-05 8.66072e-05 2.17114e-05 -4.18353e-05 -0.000462511 0.000410918 6.35134e-05 -5.61287e-05 5.15604e-05 0.000162779 0.000294279 0.000114103 0.000489363 0.000394569
internal_weight=0 0.0228719 0.0217468 0.0205367 0.0194663 0.0183772 0.0165591 0.0142349 0.00285087 0.00232416 0.011384 0.00888718 0.007262 0.0061952 0.00516664 0.0039053 0.00249685 0.00241985
internal_count=3121 2630 2575 2486 2377 2301 2034 1865 679 169 1186 1083 705 606 571 436 103 158
is_linear=0
shrinkage=0.00145689


Tree=2089
num_leaves=21
num_cat=0
split_feature=1213 1447 453 4 15 1374 457 151 160 50 42 15 0 0 1 15 1 4 3 14
split_gain=0.00037942 0.000263764 0.00024656 0.000334438 0.000244818 0.000222613 0.000265838 0.0002366 0.000373005 0.00023379 0.00020528 0.000292772 0.000247749 0.000399041 0.000232081 0.00023155 0.000230167 0.000171143 0.000229431 0.000114908
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 1.0000000180025095e-35 0.40473500000000007 -0.14147499999999996 -0.094929999999999987 0.092360000000000012 -0.086944999999999981 -0.091944999999999985 0.088280000000000011 0.09832500000000001 0.097485000000000016 -0.10011499999999998 -0.077999999999999986 0.093100000000000002 -0.0058549999999999991 0.094385000000000011 -0.49405499999999997 -0.091054999999999983 -0.41790499999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 -3 -6 7 -7 -9 10 11 12 15 -14 17 16 -10 -15 -19 -5
right_child=1 2 -4 19 5 6 -8 8 9 -11 -12 -13 13 14 -16 -17 -18 18 -20 -21
leaf_value=-0.00093091360704957913 -0.00073915386598754013 -0.00066766248448813599 -0.0006931963667998484 0.00033672032290759974 -0.00063853507818471453 0.00075205556176516732 0.00092854306575315107 -0.00088335848403589198 -0.00041596708612123118 0.00076948519024203088 0.00058066830802275802 -0.0008095836353688682 -0.0010494602673626905 -0.00023915392588933672 -0.00058448567503989956 0.0009053735680616046 0.00058877592886526599 0.0010265398399057456 -3.0751620874690193e-05 0.0011051435884061854
leaf_weight=0.0011515223305701141 0.0011326942339624493 0.0012216483405360591 0.001078899029085644 0.0010159062725503959 0.0010601613818428382 0.0013088750490153336 0.0010687550789079117 0.0011260143667240772 0.0012797177897481138 0.0012701504475288875 0.0015897971348233101 0.0012148025992558828 0.0011193353262280194 0.0012022899370780459 0.0011801767590606249 0.0013813158287909709 0.0011793627839513654 0.0011753400907079624 0.0010425410465431835 0.0010815505631744547
leaf_count=491 255 147 78 64 53 124 57 239 64 240 149 95 375 41 184 39 49 63 103 211
internal_value=0 3.34529e-05 7.21811e-05 0.000110557 4.33359e-05 9.10642e-05 0.000136196 8.34992e-05 2.42169e-05 9.91678e-05 3.03101e-05 -5.08934e-05 4.55136e-05 -0.00017091 4.28543e-05 0.000367844 6.59027e-05 0.000259327 0.000529548 0.000732957
internal_weight=0 0.0237293 0.0225966 0.0215177 0.0194203 0.0181986 0.0171385 0.0160697 0.0147608 0.0136348 0.0123647 0.0107749 0.00956008 0.00571968 0.00460035 0.0038404 0.00245908 0.00342017 0.00221788 0.00209746
internal_count=3121 2630 2375 2297 2022 1875 1822 1765 1641 1402 1162 1013 918 766 391 152 113 207 166 275
is_linear=0
shrinkage=0.0016407


Tree=2090
num_leaves=14
num_cat=0
split_feature=42 43 16 12 0 1 133 159 16 0 49 12 0
split_gain=6.96207e-05 0.000115853 0.000115366 0.000138393 0.000119307 7.03873e-05 0.000129232 0.00011051 0.000125561 0.000147199 0.000159986 8.81512e-05 0.000139749
threshold=-0.11466499999999999 -0.17390999999999998 0.15891500000000003 0.097825000000000009 -0.0058249999999999994 1.0000000180025095e-35 0.083950000000000011 0.076905000000000015 -0.056919999999999991 -0.20211999999999997 -0.043469999999999995 0.088365000000000013 -0.10224499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 4 -4 5 6 -3 8 9 10 -7 12 -11
right_child=1 2 3 -5 -6 7 -8 -9 -10 11 -12 -13 -14
leaf_value=-0.0019049602321496947 0.00201077724102427 -0.0029442783374864947 -0.0031954792698339436 0.00054245609710331646 0.002523506057528037 0.00095639831581933934 0.00066807447795683291 0.0025676706005356379 -0.002016103586522486 0.00059010432906051499 -0.0032988843596860615 -0.00029185445606388617 0.0045475886603022009
leaf_weight=0.0011188800630329244 0.0017120832643398006 0.0012684939776795171 0.0014529418436406835 0.0010174983191628961 0.0011916913072391481 0.0011016655401547837 0.0011325453477076617 0.0010979371100701893 0.0015750553127345246 0.0011626001328496199 0.0010355861424446999 0.0010812525902368364 0.0010052162026697418
leaf_count=171 144 672 319 107 169 49 529 180 267 99 53 228 134
internal_value=0 0.000101272 -0.000130219 -0.00165594 0.000193261 -7.22117e-05 -0.00124037 0.000275807 -8.56621e-05 0.000478833 -0.00110546 0.00152099 0.00242519
internal_weight=0 0.0158346 0.0141225 0.00247044 0.011652 0.0104604 0.00240104 0.00805931 0.00696138 0.00538632 0.00213725 0.00324907 0.00216782
internal_count=3121 2950 2806 426 2380 2211 1201 1010 830 563 102 461 233
is_linear=0
shrinkage=0.00777281


Tree=2091
num_leaves=13
num_cat=0
split_feature=156 133 3 15 151 15 42 3 15 4 52 0
split_gain=6.46831e-05 8.6578e-05 0.000134167 0.000127398 0.00013365 0.000131377 0.000442844 0.00014276 0.000150321 0.000103738 0.00011887 5.51079e-05
threshold=0.091255000000000017 0.10722500000000001 0.16158000000000003 -0.11713499999999999 -0.077429999999999985 0.013270000000000002 0.083995000000000014 -0.10519499999999998 -0.016799999999999995 0.053925000000000008 -0.061194999999999992 -0.14051499999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 11 -5 7 -7 -6 9 10 -9 -1
right_child=-2 -3 -4 4 5 6 -8 8 -10 -11 -12 -13
leaf_value=-0.00047822785499704226 -0.0019062282013811193 -0.0020148968120741653 0.0028883490380982118 0.0023592735317957149 0.0028353360141713888 -0.0042461139983768744 0.0014825547843284556 -0.0016470745763386191 0.0020490127161654631 -0.0026500270490636734 0.0018231406535750433 -0.0030556768328154418
leaf_weight=0.0010030729468601743 0.0010394969197822642 0.0010929563288874849 0.001080986373849375 0.0017146305344300028 0.0014068578296588807 0.0015676740721574517 0.0016986351388220966 0.0011703043056547034 0.0015756782266290303 0.0012401545806996483 0.0012160451947437322 0.0010016289295573392
leaf_count=92 273 411 130 345 97 475 376 176 121 189 199 237
internal_value=0 9.55885e-05 0.000252765 4.31953e-05 0.000356133 8.33348e-06 -0.00126694 0.000638595 4.45168e-05 -0.000826416 0.000121291 -0.00176602
internal_weight=0 0.0157686 0.0146757 0.0135947 0.01159 0.00987535 0.00326631 0.00660904 0.00520218 0.0036265 0.00238635 0.0020047
internal_count=3121 2848 2437 2307 1978 1633 851 782 685 564 375 329
is_linear=0
shrinkage=0.00777281


Tree=2092
num_leaves=18
num_cat=0
split_feature=1213 1374 457 11 1447 51 15 0 403 1 52 0 3 0 16 12 47
split_gain=0.000411853 0.000253264 0.000285385 0.000310541 0.000207599 0.000225488 0.000516047 0.000213891 0.000275489 0.000208871 0.00030288 0.00049962 0.00025449 0.0002332 0.000148451 0.000148149 2.30597e-05
threshold=-1.0000000180025095e-35 -0.094929999999999987 0.088350000000000026 0.088215000000000002 -1.0000000180025095e-35 0.078435000000000019 -0.094549999999999981 0.18019500000000002 0.03138500000000001 0.092390000000000014 0.10160000000000001 -0.057069999999999989 0.083060000000000009 -0.10096999999999999 -0.008904999999999998 0.089795000000000014 0.094825000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 -3 7 -7 8 9 10 11 13 15 -6 -14 16 -11
right_child=1 2 -4 -5 5 6 -8 -9 -10 12 -12 -13 14 -15 -16 -17 -18
leaf_value=-0.00097801672592071759 -0.00073257670960094341 -0.00064841244622043138 0.00076061566093799235 -0.00083476564803744435 -0.00014355249953149852 0.0013041415975468958 -7.619207223348416e-05 0.00069531831938853157 0.0005568107903537341 0.00079841183178465348 -0.0011516303706149778 0.0005492617012914508 -0.00061827523965484322 -0.0011017092360471536 0.00011598700551787599 3.4770689590787632e-07 0.00045838151404288378
leaf_weight=0.0011412112563946438 0.0011115440501514575 0.0010333423902947605 0.0015014119327373251 0.0010846721422674835 0.0014462080669996845 0.0012857340697479125 0.0016840168798029067 0.0011928978945305877 0.0018836684163676129 0.0011157828249243641 0.0010453811033866167 0.0016348324071868738 0.0016585731891469446 0.0012970018361267363 0.0013400742474445337 0.0018370248992654464 0.0010347767978470535
leaf_count=491 55 252 116 109 99 71 257 25 162 188 182 104 79 646 56 199 30
internal_value=0 3.1583e-05 7.00601e-05 1.96659e-05 6.72191e-05 0.000107287 0.000521414 2.78709e-05 -2.78332e-05 -0.000116577 -0.000358163 -0.0001687 7.0967e-05 -0.000596573 -0.000290139 0.000342517 0.000634801
internal_weight=0 0.0231869 0.0220754 0.020574 0.0194893 0.018456 0.00296975 0.0154862 0.0142933 0.0124097 0.00542342 0.00437804 0.00698623 0.00274321 0.00299865 0.00398758 0.00215056
internal_count=3121 2630 2575 2459 2350 2098 328 1770 1745 1583 1031 849 552 745 135 417 218
is_linear=0
shrinkage=0.0016407


Tree=2093
num_leaves=13
num_cat=0
split_feature=1 150 51 3 3 47 3 159 52 16 52 13
split_gain=6.80962e-05 0.000147938 0.000120924 0.000109981 0.000186954 0.000191118 0.000144926 8.8408e-05 9.43109e-05 0.00011267 0.000119713 8.82928e-05
threshold=0.094385000000000011 0.080470000000000014 0.086310000000000012 0.10732000000000001 -0.077774999999999983 0.093140000000000014 0.13524500000000003 0.082585000000000006 -0.065544999999999978 -0.083134999999999987 0.096795000000000006 -0.014169999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 7 4 -2 -6 -5 8 -1 11 -11 -10
right_child=1 -3 -4 6 5 -7 -8 -9 9 10 -12 -13
leaf_value=0.0022384204592020068 -0.0013654683623576054 0.002831925719510929 -0.0032018558669654543 -0.0035613792532624652 0.0048674130664085567 7.7793152118297009e-05 0.00061515436598051187 -0.0023463631068303481 -0.00028569054282494212 -0.0025701883252343544 0.00054816203185491913 0.0029398207484142513
leaf_weight=0.0012322931588844704 0.0015766334292611206 0.0015379982741529977 0.0010097952723147072 0.0011311326485330397 0.0010700561720831071 0.0012053287663667429 0.0011300224102072376 0.0011020933123722914 0.0013298365074309731 0.0019507833017988691 0.0014679152333611223 0.0010205156089457554
leaf_count=276 229 227 260 52 220 91 124 288 299 606 254 195
internal_value=0 0.00054522 -0.00051022 -3.00867e-05 0.000817579 0.00233023 -0.00147414 -0.000174807 0.000167022 -0.000275438 -0.00123124 0.00111482
internal_weight=0 0.00765117 0.00911323 0.00611317 0.00385202 0.00227538 0.00226116 0.00810344 0.00700134 0.00576905 0.0034187 0.00235035
internal_count=3121 943 2178 716 540 311 176 1918 1630 1354 860 494
is_linear=0
shrinkage=0.00824856


Tree=2094
num_leaves=13
num_cat=0
split_feature=1 12 52 2 52 13 1375 43 1 43 12 0
split_gain=6.51121e-05 0.000104174 8.77442e-05 0.000126545 0.000111626 0.000117053 0.000165323 0.00011124 0.000181684 8.8695e-05 0.000132608 8.20092e-05
threshold=0.12500000000000003 0.10866500000000003 0.15915500000000002 0.088225000000000012 0.096795000000000006 -0.15416999999999995 -0.012484999999999998 0.016310000000000002 0.090540000000000023 -0.084004999999999982 0.081420000000000006 -0.053834999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 9 5 -5 -7 8 -8 -1 -11 -2
right_child=11 -3 -4 4 -6 6 7 -9 -10 10 -12 -13
leaf_value=0.00075435258478789553 0.0021435919036992884 -0.0020474837859603369 -0.0018109746789951281 0.0022838738080328299 0.0024717333854685011 0.0022936659803923058 -0.0026905177733738419 0.0011023339783018389 0.00028613408772768792 -0.00018098147998189658 -0.0029418246658531274 -0.00032190360450779962
leaf_weight=0.0011503175634007112 0.0012273042445080651 0.0011646858235562331 0.0010616216842352028 0.0010602718103527309 0.0011734404331661119 0.0010276742916426329 0.0017099285680902826 0.001220439195972034 0.0017603603076201957 0.0017092342792730296 0.0012923840206083576 0.0010667306901257249
leaf_count=318 163 201 319 76 126 43 487 109 249 147 767 116
internal_value=0 -0.000183057 -1.81224e-05 0.000139125 0.000619651 0.000299042 -6.8974e-05 -0.000586596 -0.00118056 -0.000781217 -0.0013697 0.000997132
internal_weight=0 0.0143304 0.0131657 0.0121041 0.00795211 0.00677867 0.0057184 0.00469073 0.00347029 0.00415194 0.00300162 0.00229403
internal_count=3121 2842 2641 2322 1090 964 888 845 736 1232 914 279
is_linear=0
shrinkage=0.00650394


Tree=2095
num_leaves=17
num_cat=0
split_feature=1213 1374 457 124 484 15 11 3 403 3 43 16 16 16 13 47
split_gain=0.000401952 0.000230308 0.000245471 0.000221239 0.00026911 0.000151804 0.000295318 0.000173324 0.000251806 0.000401417 0.000438947 0.000230661 0.000384973 0.000185981 0.000150582 2.41956e-05
threshold=-1.0000000180025095e-35 -0.094929999999999987 0.088350000000000026 0.093335000000000015 -0.0068949999999999992 -0.24436499999999997 0.080455000000000013 -0.10519499999999998 0.03138500000000001 -0.077774999999999983 -0.074359999999999996 0.22339500000000004 -0.27167499999999994 -0.056919999999999991 0.14871000000000004 0.086785000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 -3 -6 7 14 9 -9 -11 12 -12 15 -7 -14
right_child=1 2 -4 -5 5 6 -8 8 -10 10 11 -13 13 -15 -16 -17
leaf_value=-0.0010446741135589452 -0.00074838473288339161 -0.00080148085458275149 0.00073064603695845143 0.00076830063320043065 0.0005274231675288666 0.00081750736525494888 -0.00086355165824041199 -0.00090749472723811479 0.00057404625519465538 0.00070536761448306744 -0.00079036172350946485 -0.00085465416491885737 0.0003953066097166172 -0.00015891192548143354 3.7440209087521806e-05 0.00076619426096100833
leaf_weight=0.0010840442987567192 0.0010835022876438663 0.0012431862298369649 0.0014732782189856566 0.0010579520108982823 0.0015666626868266918 0.0013814992780509733 0.0011479201662603069 0.0017122799525795913 0.0016072727369004095 0.001970763105638873 0.0015082271208988751 0.0013052339271065611 0.0010277798336587041 0.0019214180330329646 0.0015082591397943546 0.001022308315491216
leaf_count=491 55 460 116 53 212 68 136 698 116 189 66 98 119 155 57 32
internal_value=0 1.94525e-05 5.82309e-05 8.65046e-06 -3.38207e-05 2.01592e-05 -2.9162e-05 3.48413e-05 -5.50259e-05 -0.000151615 -3.79379e-06 -0.000209777 -5.61718e-05 0.000222646 0.000410365 0.000580256
internal_weight=0 0.0225375 0.021454 0.0199808 0.0189228 0.0176796 0.016113 0.014965 0.0120753 0.010468 0.00875573 0.00678497 0.00547973 0.00397151 0.00288976 0.00205009
internal_count=3121 2630 2575 2459 2406 1946 1734 1598 1473 1357 659 470 372 306 125 151
is_linear=0
shrinkage=0.00170698


Tree=2096
num_leaves=18
num_cat=0
split_feature=1213 1374 457 124 484 403 15 133 160 457 150 42 15 16 16 1 2
split_gain=0.000445737 0.000249322 0.000259803 0.000235738 0.00027275 0.000203097 0.000326381 0.000212984 0.000199575 0.000295817 0.000404148 0.000384666 0.000330124 0.000250952 0.000385751 0.000302982 0.000147284
threshold=-1.0000000180025095e-35 -0.094929999999999987 0.088350000000000026 0.093335000000000015 -0.0068949999999999992 0.03138500000000001 0.088235000000000022 0.093615000000000018 -0.082299999999999984 -0.0029299999999999994 0.081835000000000019 0.086950000000000013 0.083195000000000005 -0.27167499999999994 -0.056919999999999991 0.084885000000000002 0.086885000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 -3 7 -7 8 -6 -10 11 12 13 -11 -15 -16 -13
right_child=1 2 -4 -5 5 6 -8 -9 9 10 -12 16 -14 14 15 -17 -18
leaf_value=-0.00090679176649197145 -0.00064397631795217554 -0.00066696558013909534 0.00064811381696351091 0.00070843220063930784 -0.00040486031655443994 -7.3463175455939014e-05 0.00098029257736008553 -0.00053872966942011314 -0.00060694986151870064 -0.0005603468675552197 0.00092540026784097742 0.00022180863178219241 -0.00085414243760371423 0.00075700257755174905 0.00038727200265162976 -0.00051809091583268098 0.00094249261838822806
leaf_weight=0.0011268889809692697 0.0011030220891035105 0.0012665311185834352 0.00151421402961635 0.0010104436540308561 0.0019479053249361481 0.0013399233806061081 0.0011674499311755682 0.0015684393200814323 0.0011427559901785464 0.0012258560528170693 0.0013274743277202359 0.0012462058004008916 0.0010588164926926963 0.0016194269612677097 0.0014097427122635973 0.0017691275128603398 0.0011641700940416416
leaf_count=491 55 460 116 53 330 146 31 353 89 69 148 92 205 73 101 194 115
internal_value=0 3.17757e-05 6.60007e-05 2.25033e-05 -1.34944e-05 3.25182e-05 0.000417173 -2.97865e-05 2.75939e-05 9.80059e-05 0.000172454 6.71683e-05 -0.00010391 2.79526e-05 0.00017825 -0.000116587 0.000569887
internal_weight=0 0.0228815 0.0217785 0.0202643 0.0192538 0.0179873 0.00250737 0.0154799 0.0139115 0.0119636 0.0108208 0.00949335 0.00708297 0.00602415 0.0047983 0.00317887 0.00241038
internal_count=3121 2630 2575 2459 2406 1946 177 1769 1416 1086 997 849 642 437 368 295 207
is_linear=0
shrinkage=0.00145689


Tree=2097
num_leaves=13
num_cat=0
split_feature=48 4 42 43 16 16 1 13 15 48 2 2
split_gain=6.99517e-05 0.000111605 9.96295e-05 8.61318e-05 0.000166136 0.000155299 0.000217504 0.000100479 8.81983e-05 0.000108468 0.000124035 4.93304e-05
threshold=0.12879500000000002 0.27834500000000006 0.092145000000000019 0.15359500000000004 0.26435500000000006 0.0057500000000000008 1.0000000180025095e-35 -0.011289999999999998 0.035560000000000008 0.086260000000000017 0.073895000000000002 0.088555000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 -1 -7 9 10 -8 -4
right_child=-2 -3 11 -5 -6 7 8 -9 -10 -11 -12 -13
leaf_value=-0.0026299113259806873 -0.0018631899927864649 0.001797404341961595 -0.00052327995554700185 0.0019913194310714369 -0.0027276758655313737 0.00044307878578051034 0.00036458957729905032 0.0038281892029352585 -0.0014680556233856851 -0.00062790894390449172 0.003658370934329531 -0.0028729275328584409
leaf_weight=0.0017204454059145564 0.0011206220748767306 0.0019820301162369576 0.0010588183805464524 0.0012936403277107262 0.001225810857197516 0.0010318666496162976 0.0014084032443213712 0.0010052604952503277 0.0010640430814220642 0.0015311424292324682 0.0012559706188074449 0.0010175126385674818
leaf_count=957 90 322 221 160 250 153 141 94 194 150 92 297
internal_value=0 0.000107943 -0.000138042 0.000138529 -9.54711e-05 0.000262357 -0.00027791 0.00211353 0.000491449 0.000988407 0.00191726 -0.00167473
internal_weight=0 0.0155949 0.0136129 0.0115366 0.0102429 0.00901713 0.00698 0.00203713 0.00525956 0.00419552 0.00266437 0.00207633
internal_count=3121 3031 2709 2191 2031 1781 1534 247 577 383 233 518
is_linear=0
shrinkage=0.0076204


Tree=2098
num_leaves=14
num_cat=0
split_feature=1 14 131 49 47 1 51 0 43 2 133 1 16
split_gain=6.43755e-05 0.000105409 7.97794e-05 0.00010477 0.000160732 0.000139405 7.67444e-05 8.07843e-05 0.000111798 0.000219757 8.15473e-05 5.73666e-05 5.07021e-05
threshold=0.14000500000000002 -1.0000000180025095e-35 0.08844500000000001 0.10542000000000001 0.096175000000000024 0.10060500000000001 0.087505000000000013 -0.10011499999999998 -0.0030899999999999994 0.098260000000000014 0.084990000000000024 0.083135000000000014 -0.072804999999999981
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 6 7 11 10 -10 -9 -3 -7
right_child=-2 2 -4 -5 -6 12 -8 8 9 -11 -12 -13 -14
leaf_value=-0.0019491546642975781 0.0015939883596060463 -0.00011835296876275113 -0.0015510989973010372 0.002344530267790852 -0.0025372234673424476 0.002925017278406879 -0.00189834575077242 0.0015719505228647059 -0.0037903392123147766 0.00056802852559507695 -0.00091526304229148849 0.0019182129760275713 0.00080068959248167206
leaf_weight=0.0013878636672241479 0.0010996597362208085 0.0011205459876490499 0.0013499714693229825 0.001011704069465433 0.0010573876749936937 0.0010662221545489599 0.0010092128539030444 0.0015432264098245137 0.001073227000128337 0.0011328731417170612 0.0010588219011298701 0.0015993027158840434 0.0010747140125486054
leaf_count=122 124 150 402 236 126 174 214 469 331 101 421 78 173
internal_value=0 -0.000134258 4.44178e-05 0.000213388 2.9665e-05 0.000283847 -0.000111075 0.000128529 -0.000409225 -0.00155224 0.000559857 0.00107917 0.00185864
internal_weight=0 0.0154851 0.0140972 0.0127472 0.0117355 0.0106781 0.00853721 0.007528 0.00480815 0.0022061 0.00260205 0.00271985 0.00214094
internal_count=3121 2997 2875 2473 2237 2111 1764 1550 1322 432 890 228 347
is_linear=0
shrinkage=0.00690203


Tree=2099
num_leaves=13
num_cat=0
split_feature=48 1 2 3 52 3 0 4 12 43 47 52
split_gain=6.15185e-05 0.000101291 0.000157143 0.00016836 0.000113678 0.000149081 0.0001416 0.000217494 7.28723e-05 0.000100787 3.54049e-05 2.58108e-05
threshold=0.12879500000000002 0.10752500000000002 0.116525 -0.074084999999999998 0.11434500000000002 0.090900000000000009 -0.084269999999999984 0.053180000000000012 0.092355000000000007 -0.092909999999999979 0.097480000000000011 -0.066844999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 -3 5 6 7 -1 9 -8 -5 -7
right_child=-2 2 -4 10 -6 11 8 -9 -10 -11 -12 -13
leaf_value=-0.0038685987421246053 -0.001974388391991661 0.002986661064050428 0.0038839910543678633 -0.00011675309852465295 -0.0024854176047406679 0.00100450539984489 -0.00096929052246076935 0.00050475394759767755 -0.0014248990442601744 0.0023878022108987044 -0.0023702384214283065 0.0028734768470315276
leaf_weight=0.0018119044882795995 0.0011090133066180554 0.0010673243491981996 0.0011921637902974607 0.0010540062483714039 0.0015335709977300138 0.0010225516107555954 0.001001881210325184 0.0015572719382654365 0.0010215623278065841 0.0019223112364647682 0.0010012135422172719 0.0011632798408811595
leaf_count=779 90 98 222 149 387 78 125 177 439 480 47 50
internal_value=0 0.000118577 0.00123344 0.000221474 -0.000317362 3.25959e-05 -0.000555047 -0.00184719 0.000548276 0.0012376 -0.00121455 0.00199916
internal_weight=0 0.015349 0.00431471 0.00312254 0.0110343 0.00950076 0.00731493 0.00336918 0.00394575 0.00292419 0.00205522 0.00218583
internal_count=3121 3031 516 294 2515 2128 2000 956 1044 605 196 128
is_linear=0
shrinkage=0.00858181


Tree=2100
num_leaves=19
num_cat=0
split_feature=1213 124 1447 453 4 123 12 12 3 2 1 160 15 403 47 52 12 160
split_gain=0.000430361 0.000256039 0.000213494 0.000269421 0.000288034 0.000265236 0.000459808 0.000307812 0.000239807 0.000289013 0.00022898 0.000212252 0.00024498 0.00036616 0.000206536 0.000224308 0.000442793 0.000152094
threshold=-1.0000000180025095e-35 0.10195500000000002 -1.0000000180025095e-35 1.0000000180025095e-35 0.24564500000000003 1.0000000180025095e-35 -0.015429999999999998 0.10645 0.10299500000000002 0.11215000000000001 0.111945 -1.0000000180025095e-35 0.088235000000000022 0.03138500000000001 0.094160000000000008 0.096795000000000006 0.084100000000000022 0.086075000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 6 -4 8 11 -10 -6 -8 14 -14 15 16 17 -13
right_child=1 -3 3 -5 10 -7 7 -9 9 -11 -12 12 13 -15 -16 -17 -18 -19
leaf_value=-0.00097759828393655145 -0.00069204572741652834 0.00080025007888538777 -0.0010755961159313828 -0.00074615457620484877 9.8152866055148906e-05 0.000746169908433816 -0.00061610376905633642 -0.0008147437712798959 0.0010915342653820593 3.98079527195772e-05 0.00088466948792924761 0.0002165855537653504 -4.6552090004489834e-05 0.0011570426948776923 0.00051571923986393957 0.00038791167820482336 -0.0012216238547177846 -0.00053684213656533396
leaf_weight=0.0011071674926459571 0.0010755729266490903 0.0010229450683055244 0.0010620240717087422 0.0010590171003328477 0.0019629206657819096 0.0010451537937573021 0.0013809223705535051 0.0010612119407209528 0.0011382968901934029 0.0015140734243423992 0.0017334457639988626 0.0016929257971158851 0.0015037959832010228 0.0010800514724618182 0.001045254730199674 0.0010681897320472533 0.0012114671904437102 0.0010988008551456874
leaf_count=491 255 42 61 77 120 132 469 167 50 61 244 72 257 26 66 36 456 39
internal_value=0 2.92266e-05 -7.06431e-06 2.86005e-05 7.04648e-05 -2.17069e-05 -7.57251e-05 1.25121e-06 6.92549e-05 0.000491169 0.000466997 -4.17487e-05 4.94117e-05 0.000456552 -0.000122576 -0.000254134 -0.000425454 -7.99574e-05
internal_weight=0 0.0227561 0.0217331 0.0206576 0.0195985 0.0159022 0.014857 0.013795 0.0127338 0.00265237 0.00369637 0.0100814 0.00870049 0.00258385 0.00611664 0.00507138 0.00400319 0.00279173
internal_count=3121 2630 2588 2333 2256 1892 1760 1699 1532 111 364 1421 952 283 669 603 567 111
is_linear=0
shrinkage=0.00157699


Tree=2101
num_leaves=19
num_cat=0
split_feature=1213 147 1374 484 48 4 0 15 43 4 403 1 160 13 13 16 16 13
split_gain=0.000379357 0.000288905 0.000373626 0.000387947 0.000222655 0.000341102 0.000373293 0.000254479 0.000284108 0.000316422 0.000257173 0.000247796 0.00024735 0.000318471 0.00022813 0.000207261 0.000149148 0.000131148
threshold=-1.0000000180025095e-35 0.089025000000000007 -0.094929999999999987 -0.0068949999999999992 0.12933000000000003 0.40473500000000007 -0.23001499999999997 -0.14147499999999996 -0.50775499999999985 -0.49405499999999997 0.03138500000000001 0.111945 -0.082299999999999984 -0.084034999999999985 0.11596500000000001 -0.059624999999999991 0.029300000000000003 -0.13710499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 5 6 -5 -8 -9 -10 12 -7 -11 17 15 -15 -17 -14
right_child=1 -3 3 4 -6 11 7 8 9 10 -12 -13 13 14 -16 16 -18 -19
leaf_value=-0.00094285269293936495 -0.00098096497869368639 0.00077579042710581019 -0.00074759240244278802 0.00094713165866187464 -0.00064283531018989918 0.00017978391064386043 -0.00079617600535097184 0.00084771175271255257 -0.00078486521262005301 -0.00067192354369569019 0.00060255377343432324 0.0013070815109159216 0.00018413900698981963 -0.00081016444147302387 0.00037694726624909122 0.00021576105430271987 -0.00057482563164795665 0.0008757052049602204
leaf_weight=0.0011318553963846891 0.0010274916654431357 0.001318375737525467 0.0015945499704093776 0.0011789734603553292 0.0010492392176870693 0.0010248189255319682 0.0010354037594513159 0.0010992798053877035 0.0013136503304362829 0.0014424273038224624 0.0019888312777607406 0.0010760126901191731 0.0016227611252590535 0.0016472563243929376 0.0015806420770410057 0.001747212125155365 0.0010158107368623825 0.0013541187211674726
leaf_count=491 51 122 474 36 64 32 106 38 118 290 122 198 73 358 60 156 203 129
internal_value=0 2.90345e-05 -1.41485e-05 3.14809e-05 9.30513e-05 0.000133419 5.64565e-05 -9.80564e-06 4.51641e-05 -1.91722e-05 6.19511e-05 0.000757168 -4.13288e-05 6.00993e-05 -0.000157849 -0.00034952 -7.4894e-05 0.000498718
internal_weight=0 0.0241169 0.0227985 0.021771 0.0201764 0.0191272 0.0170264 0.0158474 0.014812 0.0137127 0.0123991 0.00210083 0.0104102 0.0089678 0.00599092 0.00441028 0.00276302 0.00297688
internal_count=3121 2630 2508 2457 1983 1919 1689 1653 1547 1509 1391 230 1269 979 777 717 359 202
is_linear=0
shrinkage=0.0016407


Tree=2102
num_leaves=18
num_cat=0
split_feature=1213 124 1447 123 4 403 42 48 157 457 0 1 52 16 42 2 1
split_gain=0.000394899 0.000269966 0.000219405 0.000219048 0.000358286 0.000295922 0.000471064 0.000209738 0.000203667 0.00017976 0.000139237 0.000172687 0.000289481 0.000237631 0.000290074 0.000235527 7.80056e-05
threshold=-1.0000000180025095e-35 0.10281000000000001 -1.0000000180025095e-35 1.0000000180025095e-35 -0.49405499999999997 0.03138500000000001 -1.0000000180025095e-35 0.12649500000000002 -1.0000000180025095e-35 0.080930000000000016 0.041630000000000007 0.10538500000000002 -0.0027449999999999996 -0.45661999999999997 0.090835000000000013 0.092365000000000017 0.086255000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 -4 6 -6 8 -8 10 11 12 -10 -13 -15 16 -14
right_child=1 -3 3 -5 5 -7 7 -9 9 -11 -12 13 15 14 -16 -17 -18
leaf_value=-0.001020181482415947 -0.00074425214799723799 0.00085383697791237918 -0.00086486251304784822 0.00066160505409481121 -0.00089723127352908617 0.00066102133973705763 -0.00044149667787723079 -0.00056140513003145463 -0.00094471386112803966 0.0006477671633522093 0.00061169837918643576 -0.00029290805645070883 0.00067537683124634345 0.0011224562111973363 -2.8818319052143704e-05 -0.00057293718110336921 7.1340807358554866e-05
leaf_weight=0.0010162789414514947 0.0010520560974186894 0.0010113637863563276 0.0012650584962399193 0.0013543265884080119 0.0015347026135707131 0.0018438279691918016 0.0015147399598617684 0.0013271678358190995 0.0010465166470120064 0.0019830760499114928 0.0012591602792704501 0.0012270963444420691 0.0010302398155923711 0.0012891146026712264 0.0010849419169773611 0.0011360446327924878 0.0013039062826735726
leaf_count=491 255 39 117 231 468 180 316 61 199 106 51 58 136 82 58 142 131
internal_value=0 2.56398e-05 -1.37734e-05 2.42716e-05 -2.153e-05 3.91544e-05 -3.37081e-05 5.96063e-05 0.000123622 0.000198974 0.000104062 2.53223e-05 -0.000188349 0.000293318 0.000596325 3.97499e-05 0.000337949
internal_weight=0 0.0222633 0.021252 0.0201999 0.0188456 0.0175805 0.0157367 0.014202 0.0128748 0.0113601 0.00937702 0.00811786 0.00451671 0.00360115 0.00237406 0.00347019 0.00233415
internal_count=3121 2630 2591 2336 2105 1988 1808 1340 1279 963 857 806 608 198 140 409 267
is_linear=0
shrinkage=0.0016407


Tree=2103
num_leaves=20
num_cat=0
split_feature=1213 1374 1447 453 4 457 151 160 50 1 0 52 0 12 15 49 0 42 15
split_gain=0.000367205 0.000227482 0.000208821 0.00026388 0.000235028 0.000217111 0.000233603 0.000272034 0.000215857 0.000190168 0.000160535 0.000503068 0.00024805 0.000285601 0.000204202 0.00023039 0.000192067 0.000320288 0.000229252
threshold=-1.0000000180025095e-35 -0.094929999999999987 -1.0000000180025095e-35 1.0000000180025095e-35 0.27287000000000006 0.088350000000000026 -0.086944999999999981 -0.091944999999999985 0.088280000000000011 0.111945 0.18019500000000002 0.10160000000000001 -0.019414999999999998 -1.0000000180025095e-35 0.095175000000000023 -0.006494999999999999 -0.10011499999999998 0.083995000000000014 -0.10203999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 5 6 -4 -8 10 -6 11 12 13 -9 15 -15 18 -18 -17
right_child=1 2 3 -5 9 -7 7 8 -10 -11 -12 -13 -14 14 -16 16 17 -19 -20
leaf_value=-0.00089784164274490463 -0.00067300084921795332 -0.00060093792967901537 0.00065878367425831956 -0.0006542452591922959 0.00015900233281780627 0.00067497072877374317 -0.00075739651052405838 -0.00070125426611336735 0.00062917196787166778 0.00099158423219008508 0.00049127598873449781 -0.0010762503992675881 0.00051378792414731383 -0.00047455142916516291 -0.00055526778715849824 0.00014440054657195131 -0.00065631344201451446 0.0005560390769348331 0.0011048957384909644
leaf_weight=0.0010780344905180891 0.0010651969178203649 0.0010923821975505751 0.0012576566541128145 0.0010748425668574138 0.0013500332249112299 0.0013017012708669276 0.0011502012263439896 0.0015481533001815437 0.0012829556925003935 0.0012751110954992654 0.0012410534377427238 0.0011236923250326223 0.0019237639332184133 0.0011029638172305482 0.0011585014325538323 0.0012122571123660553 0.0010046980118331786 0.0010816665384317352 0.0011646531647624397
leaf_count=491 55 255 143 78 75 79 251 128 247 240 28 123 149 111 75 42 303 208 40
internal_value=0 2.50298e-05 5.83034e-05 9.21862e-05 0.000131945 6.74203e-05 1.87593e-05 -3.49223e-05 2.51015e-05 0.000563412 -3.65951e-05 -9.44658e-05 1.37289e-05 -0.000102554 3.52774e-05 0.000158188 0.00031455 -2.77746e-05 0.00061503
internal_weight=0 0.0234115 0.0223463 0.0212539 0.0201791 0.0175539 0.0162522 0.0149946 0.0138444 0.00262514 0.0125614 0.0113203 0.0101967 0.00827289 0.00672474 0.00556624 0.00446327 0.00208636 0.00237691
internal_count=3121 2630 2575 2320 2242 1927 1848 1705 1454 315 1207 1179 1056 907 779 704 593 511 82
is_linear=0
shrinkage=0.00154607


Tree=2104
num_leaves=19
num_cat=0
split_feature=1213 1447 453 4 158 1374 457 151 1 156 124 13 15 15 47 0 43 47
split_gain=0.000402436 0.000303309 0.000225545 0.000352823 0.000218942 0.000245211 0.00024662 0.000233791 0.000186829 0.000180656 0.000211695 0.000269508 0.000265366 0.000230633 0.000313096 0.000229759 0.000300804 0.000174757
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 1.0000000180025095e-35 0.27287000000000006 1.0000000180025095e-35 -0.094929999999999987 0.088350000000000026 -0.086824999999999986 0.111945 0.080810000000000007 -0.013479999999999999 -0.39067499999999994 0.091915000000000011 0.088235000000000022 0.09550500000000002 -0.14116499999999996 -0.078844999999999985 0.13148500000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 5 -3 7 -7 -5 10 -9 -12 13 14 15 -13 -17 -16
right_child=1 2 -4 8 -6 6 -8 9 -10 -11 11 12 -14 -15 17 16 -18 -19
leaf_value=-0.00094911572459484771 -0.00078076565504824362 -0.00065563987440745537 -0.00064498425924049217 0.00022628458785299089 -0.00067072933270393776 0.00077482583860297768 0.00077367167396352537 -0.00058445561529592923 0.001088394552086442 -0.00053438991243071315 0.00082029628651813233 0.00042687262497181352 -0.00054950639140112858 0.00066971848529489121 0.00088722449053562052 7.6021457574480431e-05 -0.00084770350183828501 3.7384804211692377e-05
leaf_weight=0.0010551307299364312 0.0010559231688427725 0.0010420975975957694 0.0010096919594575473 0.0011948348147949881 0.0010088883619672083 0.0010216696690462665 0.0012640960173695417 0.0010869214881593101 0.0012086935073271094 0.0013249450259730936 0.0012066726731880745 0.0010209657305324509 0.0015132919719353941 0.001661508205029083 0.0012248908508606937 0.0016014559451217316 0.0017784707639944648 0.0010958201108710597
leaf_count=491 255 49 78 77 218 125 76 69 240 270 41 33 254 137 76 256 346 30
internal_value=0 2.80146e-05 6.81751e-05 0.000103725 2.88524e-05 7.07576e-05 0.000118665 6.17064e-05 0.000659825 7.79768e-06 6.67287e-05 0.000130476 4.63654e-05 0.00015393 2.64329e-05 -0.000215876 -0.00041003 0.000485937
internal_weight=0 0.0223208 0.0212649 0.0202552 0.0178517 0.0168428 0.0158007 0.0145366 0.00240353 0.0135149 0.01219 0.0111031 0.0098964 0.00838311 0.0067216 0.00440089 0.00337993 0.00232071
internal_count=3121 2630 2375 2297 1980 1762 1713 1637 317 1512 1242 1173 1132 878 741 635 602 106
is_linear=0
shrinkage=0.00154607


Tree=2105
num_leaves=13
num_cat=0
split_feature=48 1 48 2 457 52 2 12 0 3 4 16
split_gain=6.2941e-05 9.70172e-05 0.000121613 0.000207048 0.00011542 0.000162419 0.000107632 0.000160366 0.000123776 8.94216e-05 4.54372e-05 9.78455e-05
threshold=-0.081134999999999999 0.10752500000000002 0.12879500000000002 0.113445 0.080930000000000016 0.11434500000000002 0.092120000000000021 0.090020000000000017 -0.084269999999999984 0.10299500000000002 -0.49405499999999997 -0.074929999999999983
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 4 3 9 5 6 7 8 -2 -3 -8 -12
right_child=1 2 -4 -5 -6 -7 10 -9 -10 -11 11 -13
leaf_value=-0.0016973351794512628 -0.0011800811223831021 0.0013011305953214798 -0.0011772138546357117 0.0036237798405086103 0.0014613509689664389 -0.002794991492887193 -0.00051649168675331741 -0.0030039475299312732 0.0015901527097081124 -0.0012997499590383836 -0.00010013753191195339 0.0026761126625165547
leaf_weight=0.0010036211850840129 0.0019549381748204114 0.0016488328143070526 0.0010892864073692721 0.0013514273764716426 0.0015426237390257511 0.0013451610252947924 0.0010010470841566033 0.0012499968555632485 0.0012658756302228458 0.0010188600652080992 0.0012607781658381251 0.0011622379271394069
leaf_count=101 605 203 74 240 159 381 84 359 346 50 176 343
internal_value=0 8.48689e-05 0.00086838 0.00142279 -0.000286328 -0.000578103 -0.000200381 -0.000905647 -9.12968e-05 0.000307788 0.000720488 0.00123153
internal_weight=0 0.0158911 0.00510841 0.00401912 0.0107827 0.00924003 0.00789487 0.00447081 0.00322081 0.00266769 0.00342406 0.00242302
internal_count=3121 3020 567 493 2453 2294 1913 1310 951 253 603 519
is_linear=0
shrinkage=0.00690203


Tree=2106
num_leaves=19
num_cat=0
split_feature=1213 456 1374 457 484 52 1 403 15 52 0 0 0 1 4 15 15 49
split_gain=0.000366921 0.000229628 0.000223572 0.000468755 0.00031604 0.000217025 0.000274725 0.000274073 0.000264629 0.000223953 0.000461527 0.000425079 0.000375423 0.000326802 0.000195006 0.000152051 0.000157225 0.000132438
threshold=-1.0000000180025095e-35 0.087015000000000023 -0.094929999999999987 0.092360000000000012 -0.0068949999999999992 -0.40306999999999998 0.13210500000000003 0.03138500000000001 0.088235000000000022 0.11434500000000002 -0.062294999999999996 -0.088099999999999984 -0.10096999999999999 0.11910500000000002 -0.35136499999999998 -0.11713499999999999 -0.094549999999999981 -0.046979999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 -4 -6 7 9 -9 10 12 -11 13 15 -12 -7 -17 -18
right_child=1 -3 3 -5 5 6 -8 8 -10 11 14 -13 -14 -15 -16 16 17 -19
leaf_value=-0.0008934409518012626 -0.00060944247044561863 -0.000666253393349236 -0.00073278683216054558 0.0011016726588483935 -0.00048977032538283075 -0.00021690045424199378 0.00075233458254989267 5.4913275502424789e-05 0.0010512036769657227 0.00024684566338827816 0.0002694787954599063 -0.0011167491121810589 -0.00068138109896460691 -0.00070371599069406785 0.0010571538792907887 0.00071876262657436462 -0.00029215778840712379 0.00047407987286072388
leaf_weight=0.0010372277449952607 0.0010842341981156514 0.0010436765903181619 0.0011315649144444549 0.0010140206324227288 0.0013637811043250249 0.0012923281744845472 0.0015260738301622117 0.0012469295264558857 0.0012039111553701076 0.0010117971991562558 0.0017978334405706065 0.001092216953559739 0.0019906023502875916 0.0010284291658443911 0.0012068705237583887 0.0017520879921528731 0.0010072192785459677 0.0010675470800547374
leaf_count=491 40 177 396 66 261 66 184 123 31 92 66 202 637 25 96 52 53 63
internal_value=0 2.83072e-05 6.15327e-05 9.66211e-05 4.49383e-05 9.22841e-05 0.000138371 7.8684e-05 0.000544315 -7.46325e-06 7.81761e-05 -0.000461011 -0.000109264 7.59876e-05 0.000585857 0.000232628 0.000384433 0.000102101
internal_weight=0 0.0228611 0.0218174 0.0207332 0.0197192 0.0185876 0.0172238 0.0156978 0.00245084 0.0132469 0.0111429 0.00210401 0.00813821 0.00614761 0.0030047 0.00511918 0.00382685 0.00207477
internal_count=3121 2630 2453 2413 2347 1951 1690 1506 154 1352 1058 294 896 259 162 234 168 116
is_linear=0
shrinkage=0.00151575


Tree=2107
num_leaves=14
num_cat=0
split_feature=1 14 42 42 1 42 157 43 2 2 43 1 1
split_gain=6.60709e-05 9.96578e-05 6.23494e-05 0.000103153 8.84257e-05 0.000141954 0.00011193 0.000123551 0.00010014 0.000137776 0.000124591 0.000155405 0.000123534
threshold=0.13869000000000004 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.092814999999999981 0.122185 0.092145000000000019 -1.0000000180025095e-35 -0.084004999999999982 0.089775000000000008 0.092365000000000017 0.07827000000000002 0.10557500000000002 0.092390000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 5 6 -4 -8 12 -10 11 -11 -9
right_child=-2 2 4 -5 -6 -7 7 8 9 10 -12 -13 -14
leaf_value=-0.0020554449875961524 0.001671446008686676 0.00044111430895075652 -0.0016344199482349118 -0.00286930223090525 0.0023411691513102748 -0.0018111454623875617 0.002804213648270327 -0.0025085938239167828 0.003360491650023602 -0.0028695976578463371 0.0023005350827791462 0.001167601982735705 0.00093069264185976412
leaf_weight=0.001395967950594045 0.0011960559739343539 0.0010921376693439136 0.0012648921177961349 0.0010123852195063317 0.0010250431875284379 0.0019010188227517053 0.0013648784070192672 0.0012510284736875679 0.0010539411720824621 0.0010397626519521308 0.0010919619220288723 0.0010901602328436469 0.0010914948033236491
leaf_count=119 139 276 391 556 115 537 223 367 61 139 30 97 71
internal_value=0 -0.000150245 3.60184e-05 -0.00115137 0.000241279 4.8217e-05 0.000430423 0.000757584 0.000335515 0.00101572 0.000248696 -0.000803234 -0.000906064
internal_weight=0 0.0156747 0.0142787 0.00210452 0.0121742 0.0111491 0.00924812 0.00798323 0.00661835 0.00427583 0.00322188 0.00212992 0.00234252
internal_count=3121 2982 2863 832 2031 1916 1379 988 765 327 266 236 438
is_linear=0
shrinkage=0.00747098


Tree=2108
num_leaves=20
num_cat=0
split_feature=1213 453 4 15 1374 15 1 43 4 403 0 3 0 49 16 48 52 12 12
split_gain=0.000321041 0.000350641 0.000430769 0.000399756 0.00030155 0.000498682 0.000277975 0.000228689 0.000443611 0.000401124 0.000400815 0.000354393 0.000308573 0.00039835 0.000227964 0.000203707 0.000279023 0.000122082 7.31816e-05
threshold=-1.0000000180025095e-35 1.0000000180025095e-35 0.24564500000000003 -0.10324499999999999 -0.094929999999999987 -0.094549999999999981 0.111945 -0.50775499999999985 -0.49405499999999997 0.03138500000000001 -0.019414999999999998 -0.086769999999999986 -0.10011499999999998 -0.006494999999999999 -0.5224049999999999 0.089350000000000013 0.08257500000000001 0.085885000000000017 0.092255000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 -5 -6 14 -7 -9 10 11 -10 13 -13 -4 16 -14 -12 -8
right_child=1 -3 6 4 5 7 18 8 9 -11 17 12 15 -15 -16 -17 -18 -19 -20
leaf_value=-0.00076817309478768153 -0.00074880106753560482 -0.00075085443438668994 0.00054709937895950375 -0.00070538597593634085 0.00082960646905839812 0.0006318119551126575 0.0010314907517699208 -0.00082473078778622869 -0.00095916380522261034 0.00063293617328518575 0.00081741153606266061 -0.00023712741112056167 -0.00089275019910400302 0.0008848589674607417 -0.00040317231893281211 0.00019313372809965496 3.1736771787351363e-05 0.00013062603875481309 0.00051149412760649572
leaf_weight=0.0011778261572503715 0.0015747837195475524 0.001220938793881742 0.0010845580994347515 0.0011439520420468688 0.0016426760061867768 0.0010691816092409613 0.0013143113016303061 0.0014666833123833057 0.001240494512804018 0.0019282271143733201 0.001051451592027154 0.0014921112647270363 0.001919449825933282 0.0012214852090166577 0.0010590603037620152 0.0010251423391786085 0.0010844180556257577 0.0011504743791306282 0.0010204824109054655
leaf_count=491 193 79 55 53 84 44 209 144 292 116 53 80 567 58 72 96 326 52 57
internal_value=0 1.03621e-05 4.99296e-05 -4.58301e-05 1.76617e-05 6.84316e-05 0.000456422 -1.69226e-05 -6.79991e-05 2.36267e-05 -9.17277e-05 -0.000243514 -0.00011185 0.000267918 7.76152e-05 -0.00036763 -0.000559004 0.000458576 0.000804213
internal_weight=0 0.0247099 0.0234889 0.0190105 0.0174357 0.0162918 0.00447841 0.0146491 0.0135799 0.0121133 0.010185 0.0079831 0.00674261 0.0027136 0.00214362 0.00402901 0.00300387 0.00220193 0.00233479
internal_count=3121 2630 2551 2158 1965 1912 393 1828 1784 1640 1524 1419 1127 138 127 989 893 105 266
is_linear=0
shrinkage=0.00145689


Tree=2109
num_leaves=21
num_cat=0
split_feature=1213 403 0 15 4 16 4 147 457 42 49 12 1 15 4 12 1 0 15 1375
split_gain=0.0004924 0.000289271 0.000498606 0.00031465 0.000279659 0.000352365 0.00038191 0.000256233 0.000252969 0.000259049 0.00025547 0.000516529 0.00025021 0.000238167 0.000238398 0.000157239 0.000302207 0.000219405 0.000245272 0.000171535
threshold=-1.0000000180025095e-35 0.03138500000000001 0.18019500000000002 0.088235000000000022 -0.064804999999999988 0.22339500000000004 -0.097604999999999983 0.089025000000000007 -0.068264999999999978 0.088060000000000013 -0.079429999999999987 0.090695000000000012 0.07863500000000001 1.0000000180025095e-35 -0.0029599999999999995 -0.040564999999999997 0.11249000000000002 -0.15350499999999997 -0.10324499999999999 -0.043984999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 -3 5 6 12 8 -6 13 -11 -12 -2 14 -10 -16 17 19 -19 -17
right_child=1 3 -4 -5 7 -7 -8 -9 9 10 11 -13 -14 -15 15 16 -18 18 -20 -21
leaf_value=-0.0010163132298149074 0.00070706579200562503 -1.4846571396851475e-05 0.0010183284771528389 0.0010613174508926403 -0.0007338901852463628 -0.0010944692212923903 -0.00093446999277926001 0.0007311319559780414 0.00062388711623679195 0.0010715413862849212 0.00093561244763774778 -0.00055886229662179942 -0.00027024469814019967 -0.00080383313314481538 -0.00066595122176767738 -0.00036742789629635791 0.00049025406327459419 -0.0011095779201220071 -7.0666492774746739e-05 0.00050211318463721426
leaf_weight=0.001174865167583943 0.0011858056072875378 0.0013713529812133382 0.0010695800255310214 0.0013318528647978667 0.0011932490433024254 0.0013583497350309059 0.0011053415463650974 0.0011625832496265373 0.0012370653805014176 0.0010005099624725844 0.0010516163915302345 0.0012693753958675641 0.0014457558681741367 0.0010762802574575412 0.0011279554669521106 0.0010607200356389512 0.0019545318450498728 0.0011504792816072751 0.001110729883782061 0.001205271752873216
leaf_count=491 57 171 28 39 203 147 456 105 282 37 165 260 107 68 111 16 101 53 175 49
internal_value=0 2.8832e-05 -3.15957e-05 0.000515373 -8.58573e-05 -0.000406623 -0.000156593 1.89082e-05 -3.84426e-05 2.42128e-05 0.000405415 0.000118268 0.00017014 -0.000103386 -1.81705e-05 -0.000122546 -2.79826e-05 -0.000251721 -0.000599254 9.50774e-05
internal_weight=0 0.0244684 0.0217652 0.00270321 0.0206956 0.00509525 0.0037369 0.0156004 0.0144378 0.0132445 0.0033215 0.00232099 0.00263156 0.00992303 0.00884675 0.00760969 0.00648173 0.0045272 0.00226121 0.00226599
internal_count=3121 2630 2420 210 2392 767 620 1625 1520 1317 462 425 164 855 787 505 394 293 228 65
is_linear=0
shrinkage=0.00157699


Tree=2110
num_leaves=19
num_cat=0
split_feature=1213 1374 1447 453 457 4 158 156 49 15 52 13 15 15 15 2 0 12
split_gain=0.000353829 0.000251144 0.000240331 0.000291005 0.000253235 0.000268173 0.000178965 0.000194868 0.00019502 0.000269404 0.000291739 0.000237918 0.000207409 0.000132125 0.000293932 0.000336486 0.000146438 5.7344e-05
threshold=-1.0000000180025095e-35 -0.094929999999999987 -1.0000000180025095e-35 1.0000000180025095e-35 0.092360000000000012 0.40473500000000007 1.0000000180025095e-35 0.080810000000000007 0.11136000000000001 -0.10324499999999999 0.11434500000000002 -0.095304999999999987 0.088655000000000025 -0.094549999999999981 -0.016799999999999995 0.097605000000000011 -0.077999999999999986 0.09202500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 5 6 7 8 9 -4 11 17 13 -13 -15 16 -16 -11
right_child=1 2 3 -5 -6 -7 -8 -9 -10 10 -12 12 -14 14 15 -17 -18 -19
leaf_value=-0.00084288177531840341 -0.00066657559581012507 -0.00062716226000254023 -0.00048433829681760501 -0.00066660070229757464 0.0008271437317868114 0.00062193296407933856 -0.00055438634631842817 -0.00040627741694504015 0.00075418478669668498 0.00093610427065404485 -0.00045523334301962836 0.00075248618985675924 -0.00030611084402306965 -0.00042399910541554689 0.00031569228510196554 -0.00023118163863900977 0.0010754736831367758 0.00046042814144776868
leaf_weight=0.0010854731625502536 0.0011031743358840265 0.0010690430595535127 0.0016218688676403721 0.0010514726668560117 0.0011043015578282569 0.0019137940429054872 0.0010660731953798753 0.0016633600518007738 0.0010296729023820403 0.0010343116809856607 0.0014696346920885237 0.0010193740634942263 0.0018359405048418154 0.001353837358782555 0.0010215310500079301 0.0012387161251785628 0.0012403747499477192 0.0012195264704928377
leaf_count=491 55 255 123 78 86 253 219 307 109 54 227 50 251 195 246 58 36 28
internal_value=0 2.52872e-05 6.00547e-05 9.52334e-05 0.000135624 9.48488e-05 3.48561e-05 7.4745e-05 0.000131552 8.24441e-05 0.000162845 0.000254012 0.000129855 0.000266121 0.000163991 0.000391391 0.000732338 0.000678721
internal_weight=0 0.023056 0.0219528 0.0208838 0.0198323 0.018728 0.0168142 0.0157481 0.0140848 0.0130551 0.0114332 0.00996361 0.00770977 0.00587383 0.00485446 0.00350062 0.00226191 0.00225384
internal_count=3121 2630 2575 2320 2242 2156 1903 1684 1377 1268 1145 918 836 585 535 340 282 82
is_linear=0
shrinkage=0.00148603


Tree=2111
num_leaves=14
num_cat=0
split_feature=52 1 47 13 16 160 16 2 1 1 43 2 3
split_gain=6.46467e-05 0.000174513 0.000108801 0.000119092 0.000143138 0.000120707 0.000164442 0.000118849 0.000114172 9.56165e-05 0.000106502 9.30362e-05 2.75428e-05
threshold=-0.40306999999999998 0.13842500000000005 0.10621500000000002 -0.033284999999999988 0.0047850000000000011 0.086075000000000013 -0.091114999999999988 0.092480000000000021 0.090405000000000013 0.083345000000000016 0.070450000000000013 0.097385000000000013 -0.077644999999999978
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 9 5 6 7 -5 -8 10 -2 -6 -11
right_child=1 -3 -4 4 11 -7 8 -9 -10 12 -12 -13 -14
leaf_value=-0.0016590531403510066 -0.0026639474930480905 0.0028819721719602555 -0.001943661671841527 0.0033074655360304092 0.0035583074943358745 -0.0018488771893566697 -0.0025247666798513691 8.9787867027585469e-05 0.0005840497623651272 0.0010153572638032036 0.00016689582580357002 0.00077283531895853638 -0.00054745313296291069
leaf_weight=0.0011171505869909245 0.0017837008374691887 0.001039422054379068 0.0014360602518093133 0.0012992084463511588 0.0011099135614965894 0.0013221119127040798 0.0010159492301839192 0.0010121883588576075 0.0013818805177328031 0.0012608925352735195 0.0010443527144774478 0.0012793121084911929 0.0010039402981536086
leaf_count=324 767 137 148 133 106 128 452 123 111 223 109 96 264
internal_value=0 9.26478e-05 -0.000101291 9.44962e-05 0.000608476 3.07724e-05 0.000558483 0.00189841 -0.000733141 -0.000755317 -0.00161856 0.00206682 0.000322605
internal_weight=0 0.0159889 0.0149495 0.0135135 0.00842056 0.00603134 0.00470923 0.0023114 0.00239783 0.00509289 0.00282805 0.00238923 0.00226483
internal_count=3121 2797 2660 2512 1149 947 819 256 563 1363 876 202 487
is_linear=0
shrinkage=0.00704007


Tree=2112
num_leaves=20
num_cat=0
split_feature=1213 1447 453 4 1374 457 151 160 50 0 52 52 0 4 12 1 3 49 15
split_gain=0.000422514 0.000234356 0.000332187 0.000329455 0.000233782 0.000280889 0.000171999 0.000293982 0.000242904 0.000149202 0.000530442 0.000229824 0.000244075 0.000514036 0.00040196 0.000143803 0.000129253 0.000140434 0.000305084
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 1.0000000180025095e-35 0.27287000000000006 -0.094929999999999987 0.092360000000000012 -0.086944999999999981 -0.091944999999999985 0.088280000000000011 0.18019500000000002 0.10160000000000001 0.077655000000000016 -0.019414999999999998 -0.064804999999999988 -1.0000000180025095e-35 0.111945 -0.077774999999999983 -0.073374999999999982 -0.055554999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 -3 6 -6 -8 9 10 11 12 13 -9 -15 -5 -16 -18 -19
right_child=1 2 -4 15 5 -7 7 8 -10 -11 -12 -13 -14 14 16 -17 17 18 -20
leaf_value=-0.00094610653179996187 -0.00068913829529467657 -0.00067340312318333489 -0.00080488094308991671 0.00027974661292708245 0.00056904792685565477 0.00085623313233441911 -0.00082660746681679077 -0.0012518570649597202 0.00068741914633564335 0.00048391874771567183 -0.0011442361495760159 0.00052343279845528572 0.00050997461427637364 -0.00080053061650401638 -0.00028730462337871329 0.0010318236838845075 -0.00014208829962828907 2.2491942433428277e-06 0.0011165707060786698
leaf_weight=0.0011623446750253777 0.0010792296030266079 0.0010944676895245911 0.0010434230977325312 0.0013200087591060941 0.0013327663946357529 0.0010816545782743594 0.0010503839019635206 0.0010058079729455115 0.0013007476052657183 0.0012701859444339556 0.0010669214257109658 0.0018735765889708053 0.0014114144266910173 0.0013178942121960758 0.0010901560164863992 0.0012135200506929629 0.001070871789476513 0.0012598863033679714 0.0011863926674296121
leaf_count=491 255 53 78 77 151 58 251 132 247 29 123 241 135 114 262 240 47 85 52
internal_value=0 2.83333e-05 6.35454e-05 0.000106805 3.34432e-05 7.81129e-05 2.62772e-05 -2.22585e-05 3.87264e-05 -2.84909e-05 -8.61759e-05 2.4324e-05 -8.77679e-05 -0.000209491 -3.25482e-05 0.00063998 0.000187129 0.000334181 0.000542671
internal_weight=0 0.0230693 0.0219901 0.0209467 0.0184131 0.0173187 0.016237 0.0149042 0.0138539 0.0125531 0.0112829 0.010216 0.00834242 0.00693101 0.0059252 0.00253353 0.00460731 0.00351715 0.00244628
internal_count=3121 2630 2375 2297 1980 1927 1869 1718 1467 1220 1191 1068 827 692 560 317 446 184 137
is_linear=0
shrinkage=0.00157699


Tree=2113
num_leaves=20
num_cat=0
split_feature=1213 456 1374 457 484 50 474 156 43 4 0 403 4 1 0 15 2 0 0
split_gain=0.000400427 0.000346443 0.000284697 0.0003119 0.000287736 0.000216221 0.000186906 0.000446188 0.000177687 0.00038601 0.000284995 0.000246364 0.000290043 0.000272683 0.000227523 0.000235206 0.000204613 0.000185432 0.000128428
threshold=-1.0000000180025095e-35 0.087485000000000021 -0.094929999999999987 0.092360000000000012 -0.0068949999999999992 0.099210000000000007 0.085070000000000021 0.080810000000000007 -0.45785999999999999 -0.49405499999999997 0.041630000000000007 0.03138500000000001 -0.069389999999999993 0.13146500000000003 -0.10096999999999999 -0.10324499999999999 0.091055000000000011 -0.12333499999999999 -0.069444999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 -4 6 7 8 -6 -10 11 12 -11 14 15 16 -14 -17 -16
right_child=1 -3 3 -5 5 -7 -8 -9 9 10 -12 -13 13 -15 18 17 -18 -19 -20
leaf_value=-0.00095905059575207953 -0.00074101375184177786 -0.00087258154362512483 -0.00069234349510463122 0.00098065986508573291 0.00068874551536737252 0.00074365959902654324 0.00067847481708805117 -0.00094026402565019118 -0.00082838782072481047 -0.00069848542139540673 0.00079145973388160609 0.00073955635086990425 -0.00079019343785260163 0.00065069665128936009 -0.00089874414980015138 4.3564492161885687e-05 0.00014118264681791569 0.0008431133519886246 -0.00010290438290378254
leaf_weight=0.0011230887065205716 0.0010785960608146175 0.001065931502525235 0.0012269401876353015 0.0010052460224672091 0.001196130771853759 0.0013032394771164959 0.0012017713843271707 0.0011613859294767733 0.00120448005777262 0.0014759722918488783 0.0014663998364162637 0.0011752210489439649 0.0010618949386866916 0.0017036595783050945 0.0010788983290376209 0.0016271845491379056 0.001435042085098398 0.0013929850490370611 0.0010212660921001
leaf_count=491 40 165 405 67 51 183 179 213 55 359 71 108 26 127 269 84 83 31 114
internal_value=0 2.37415e-05 6.56159e-05 0.00010564 6.32131e-05 0.000110739 6.54237e-05 2.20869e-05 9.26502e-05 4.39574e-05 0.000122145 4.0164e-05 -3.59634e-05 6.89472e-05 -6.11655e-05 0.000110354 -0.000254912 0.000412338 -0.000511744
internal_weight=0 0.0238822 0.0228163 0.0217377 0.0207325 0.0195055 0.0182023 0.0170005 0.0158391 0.014643 0.0134385 0.0119721 0.0107969 0.00932093 0.00761727 0.00551711 0.00249694 0.00302017 0.00210016
internal_count=3121 2630 2465 2425 2358 1953 1770 1591 1378 1327 1272 1201 1093 734 607 224 109 115 383
is_linear=0
shrinkage=0.00160853


Tree=2114
num_leaves=14
num_cat=0
split_feature=12 12 12 4 52 52 3 4 15 3 1 43 47
split_gain=9.37031e-05 0.00010071 0.000119548 0.000115037 7.89829e-05 0.000156117 0.000127077 0.00010077 0.000148628 0.000211962 0.000181212 8.31521e-05 7.54177e-05
threshold=0.11650500000000001 0.097825000000000009 0.092355000000000007 0.071150000000000005 0.077655000000000016 0.15915500000000002 -0.083154999999999993 -0.062539999999999984 -0.016799999999999995 0.097915000000000016 0.094385000000000011 -0.00045499999999999995 0.088195000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -3 7 6 -6 11 9 10 -9 -1 -11
right_child=-2 3 -4 -5 5 -7 -8 8 -10 12 -12 -13 -14
leaf_value=-9.6007937523523947e-05 -0.0020694550903448657 1.8772564135699522e-05 -0.0023514738339793753 0.0031657443468081753 0.0003778726095219833 -0.0010122661802488074 0.0036414576713204362 -0.00066316382546681494 0.0017968937534991753 -0.00089591280462610404 0.0027115978964715268 -0.0027870070401985678 -0.0034897846909760057
leaf_weight=0.0010112454391963989 0.0010019639409502351 0.0012011021627867996 0.0010499695452460623 0.0010260817641216669 0.0011240327424325569 0.0012451083525712031 0.0011497333632354704 0.0019077662354970862 0.0018909831745975852 0.00111836289935692 0.0012576465145564776 0.0011915788582080866 0.0010219251181808886
leaf_count=248 147 296 413 75 284 221 219 420 231 107 235 183 42
internal_value=0 0.000105562 -0.000111769 0.00146861 7.02682e-05 0.000952312 0.00202811 -0.000259941 0.000135439 -0.000456713 0.000677659 -0.00155166 -0.00213441
internal_weight=0 0.0161955 0.0139684 0.00222718 0.0129184 0.00351887 0.00227377 0.00939951 0.00719668 0.0053057 0.00316541 0.00220282 0.00214029
internal_count=3121 2974 2603 371 2190 724 503 1466 1035 804 655 431 149
is_linear=0
shrinkage=0.00690203


Tree=2115
num_leaves=20
num_cat=0
split_feature=1213 456 124 42 42 133 43 4 48 457 16 16 14 1 47 49 3 16 16
split_gain=0.000376053 0.000234045 0.000186764 0.000432028 0.000256698 0.000331763 0.000247732 0.000386389 0.000286371 0.00027677 0.000176283 0.000298329 0.000349252 0.000226528 0.000294442 0.00024296 0.000221783 0.000243115 0.000175218
threshold=-1.0000000180025095e-35 0.087485000000000021 0.10195500000000002 -0.11466499999999999 -0.091214999999999977 0.10722500000000001 -0.15582499999999996 -0.46376499999999993 0.12737000000000001 0.092360000000000012 0.22339500000000004 0.051380000000000002 -0.10708499999999999 0.099660000000000012 0.086785000000000015 -0.086009999999999989 0.084940000000000015 -0.056919999999999991 -0.095094999999999985
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 -5 6 -6 -8 9 10 11 12 -9 15 -15 -14 17 18 -17
right_child=1 -3 -4 4 5 -7 7 8 -10 -11 -12 -13 13 14 -16 16 -18 -19 -20
leaf_value=-0.00086728495129937105 -0.00093625940675779687 -0.00068920430351179806 0.00069047911618974752 0.00078359319357859626 0.00063708615688838242 -0.00077020869947905322 -0.00087986415638499713 -0.00068808016031376409 -0.00059250793783704612 0.00075391014852767269 -0.00043802329170235439 0.00092664357369088895 -0.0006275162657145793 0.00097260404088141985 -7.0879217825553165e-05 -0.00018139907750583942 0.00065999402244152597 -0.00067303016178472919 0.00053975129372098589
leaf_weight=0.0011378445017291702 0.0010199948608534777 0.0010098942703727068 0.0010197522563717412 0.0011092409910182744 0.0016817924768828254 0.0011114630799498723 0.0010144287215707514 0.0012605036057006533 0.0013126689733979893 0.0015416869542055353 0.0013777994804231733 0.0010003503515706525 0.0011236846177735144 0.0015159051349778688 0.0010527212559911306 0.0015500298557482974 0.0014286521110218331 0.0010246564386163634 0.0015462761908904138
leaf_count=491 117 165 41 107 80 330 160 64 56 77 195 121 68 220 47 201 42 283 256
internal_value=0 2.4772e-05 5.65476e-05 2.67185e-05 7.42799e-05 3.40192e-05 8.2517e-05 2.6833e-05 8.52877e-05 0.000146978 7.43343e-05 0.000135704 6.03679e-05 0.000162448 0.000544945 1.52215e-05 0.000145363 -3.30491e-05 0.000178739
internal_weight=0 0.0237015 0.0226916 0.0216719 0.0206519 0.0195426 0.0184312 0.0167494 0.0157349 0.0144223 0.0128806 0.0115028 0.0105024 0.00924193 0.00256863 0.0066733 0.00554961 0.00412096 0.00309631
internal_count=3121 2630 2465 2424 2307 2200 1870 1790 1630 1574 1497 1302 1181 1117 267 850 782 740 457
is_linear=0
shrinkage=0.00151575


Tree=2116
num_leaves=14
num_cat=0
split_feature=12 156 484 12 52 52 160 43 12 43 0 47 4
split_gain=7.72721e-05 8.59208e-05 8.76835e-05 8.80724e-05 0.000118328 0.000182553 0.000104912 8.57783e-05 0.000185774 9.43665e-05 9.84112e-05 0.000278951 3.26436e-05
threshold=0.11650500000000001 0.091255000000000017 -0.0068949999999999992 0.10345000000000001 -0.26636999999999994 -0.081429999999999989 0.081905000000000019 -0.15582499999999996 0.090840000000000018 -0.0037449999999999996 -0.10224499999999999 0.090100000000000013 -0.059649999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 -4 -6 7 -7 9 -9 11 -11 -12
right_child=-2 -3 3 -5 5 6 -8 8 -10 10 12 -13 -14
leaf_value=-0.001522223290336316 -0.0018086978378393495 -0.0017470283074740322 -0.0019322743566237599 0.0022299008614295904 0.002368479384544452 0.0018940704409776154 -0.0015684189920927806 -0.00088377330841088409 -0.0020420594833074272 0.0022688929765071284 0.0012695333477215993 -0.0023854821877037496 0.0029247089471334214
leaf_weight=0.0011742887602384242 0.0010001270379414442 0.0010462866151281771 0.0010374628047193921 0.0010323840544639315 0.0017712684407769604 0.0013235207108843782 0.0014858879073048415 0.0014358431265163096 0.0014777460447475965 0.001228632490145376 0.0010292523388503172 0.0010518939512866865 0.001069106215483475
leaf_count=455 147 264 171 163 269 87 121 590 399 127 200 39 89
internal_value=0 9.14921e-05 0.000218738 0.000365363 0.000216268 0.000404005 5.9553e-05 0.000340308 5.83137e-05 0.000592099 0.00107604 0.00012206 0.00211284
internal_weight=0 0.0161636 0.0151173 0.013943 0.0129106 0.0118732 0.0101019 0.00861599 0.00729247 0.00581473 0.00437888 0.00228053 0.00209836
internal_count=3121 2974 2710 2255 2092 1921 1652 1531 1444 1045 455 166 289
is_linear=0
shrinkage=0.00663402


Tree=2117
num_leaves=14
num_cat=0
split_feature=42 43 16 0 12 474 16 15 16 49 16 2 2
split_gain=6.66552e-05 0.000101381 0.000101616 0.000115494 0.000110666 8.00057e-05 0.000165086 0.000231808 0.000130262 0.000101602 7.27852e-05 8.29986e-05 0.000276186
threshold=-0.11466499999999999 -0.17390999999999998 0.15891500000000003 -0.0058249999999999994 0.097825000000000009 0.084660000000000027 -0.056919999999999991 -0.015039999999999998 -0.074319999999999983 0.0021350000000000002 -0.091114999999999988 0.092480000000000021 0.088475000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 5 -4 6 8 -8 9 10 11 12 -3
right_child=1 2 4 -5 -6 -7 7 -9 -10 -11 -12 -13 -14
leaf_value=-0.0018047422665421991 0.0018511360031815362 -0.00061745520330441545 -0.0028750568071918311 0.0024416114374446081 0.00038908169726204178 0.0018637024841460603 -0.0046023074672140547 0.00046884541942511212 0.0026065921667779335 -0.0021931434522766955 -0.0013921442925502064 -0.00067608409363407041 0.0046007100723738934
leaf_weight=0.0011339855121532327 0.0017261843302837062 0.0013495351304863637 0.0014389177779287532 0.0011905371948338602 0.0010384594398000491 0.0011182324886905093 0.0010941279079561723 0.0010035608947938958 0.0011475074720693479 0.0011867834339709758 0.0011470603139991237 0.001399156744783454 0.0010451824906222984
leaf_count=171 144 231 319 169 107 241 280 325 186 214 491 204 39
internal_value=0 0.000107593 -0.000104969 0.000192324 -0.00150681 -6.29259e-05 -0.000292782 -0.0021762 0.000250271 -0.000190985 0.000289921 0.000798486 0.00166003
internal_weight=0 0.0158852 0.0141591 0.0116817 0.00247738 0.0104911 0.00937291 0.00209769 0.00727523 0.00612772 0.00494093 0.00379387 0.00239472
internal_count=3121 2950 2806 2380 426 2211 1970 605 1365 1179 965 474 270
is_linear=0
shrinkage=0.0076204


Tree=2118
num_leaves=18
num_cat=0
split_feature=1213 124 123 133 147 159 130 51 43 43 16 16 151 2 2 4 2
split_gain=0.000407017 0.000232225 0.000193816 0.000239441 0.000225927 0.000250135 0.000272765 0.000240995 0.000237759 0.0002991 0.000436529 0.000253266 0.000208165 0.000233726 0.000202068 0.000107391 8.46506e-05
threshold=-1.0000000180025095e-35 0.10281000000000001 1.0000000180025095e-35 -0.085499999999999979 0.089025000000000007 -0.032739999999999991 -0.0015749999999999998 -0.076794999999999988 -0.14968999999999996 -0.08756499999999999 0.22339500000000004 -0.046599999999999996 -0.0083949999999999979 0.090425000000000019 0.11215000000000001 0.053180000000000012 0.073895000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 -5 -7 16 -9 -10 11 12 -11 15 -15 -14 -8
right_child=1 -3 -4 4 -6 6 7 8 9 10 -12 -13 13 14 -16 -17 -18
leaf_value=-0.0010076194470886324 0.00051827020878586385 0.00080471490320520441 0.00056749659058166258 -0.00089240634476029669 0.00060571072063921407 -0.00089536281313744954 -0.00020426205861748394 0.00060781663119530485 -0.00086009005315798126 -0.00047631038871354358 -0.00092133980731193418 0.00076406633849340701 -0.00056269241078294656 0.00092808922204049742 4.7955487585823873e-05 0.00016163468339563058 -0.00086310917527730562
leaf_weight=0.0010549213173232644 0.0018392692204621452 0.0010084686644102883 0.0014973865980882134 0.0011444015085784838 0.0011305975841006668 0.0010723135791020086 0.0010003537153098216 0.0017662613675919489 0.0010812656800484053 0.0016006568217031038 0.0010959415262384873 0.0016121871682817377 0.0010918534562630268 0.0014995663426941586 0.001320563277170228 0.0011123470973326832 0.0011046063121360507
leaf_count=491 332 39 242 356 99 155 67 100 159 75 103 186 167 117 84 63 286
internal_value=0 3.56702e-05 -1.3147e-06 -4.50556e-05 -0.000103815 -0.000152426 -9.72862e-05 -3.73805e-05 5.12064e-05 -4.31937e-05 5.14458e-05 0.000180873 3.89535e-05 0.000203107 0.000515955 -0.000197162 -0.000550001
internal_weight=0 0.021978 0.0209696 0.0194722 0.0176329 0.0165023 0.0153579 0.0142856 0.0121806 0.0104144 0.00933312 0.00823717 0.00662499 0.00502433 0.00282013 0.0022042 0.00210496
internal_count=3121 2630 2591 2349 2017 1918 1562 1407 1054 954 795 692 506 431 201 230 353
is_linear=0
shrinkage=0.0016407


Tree=2119
num_leaves=14
num_cat=0
split_feature=403 11 124 52 51 2 49 15 3 3 2 15 0
split_gain=5.96046e-05 7.32104e-05 8.80117e-05 9.30708e-05 0.00011435 9.58092e-05 0.000124655 9.40696e-05 0.000242344 0.000239634 0.00017631 0.000100471 2.74889e-05
threshold=-1.0000000180025095e-35 0.081790000000000015 -0.043384999999999993 -0.0064899999999999992 0.078435000000000019 0.089885000000000007 -0.047584999999999995 0.088235000000000022 -0.10519499999999998 -0.0087149999999999988 0.10613000000000002 0.091915000000000011 -0.062764999999999974
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 5 7 12 -7 8 -5 -10 -11 -9 -4
right_child=1 -3 3 4 -6 6 -8 11 9 10 -12 -13 -14
leaf_value=-0.0017072294865655565 0.0021115181960312019 -0.0016084938152165634 -0.0027749020775557185 0.002756660254864601 0.0026723836898768262 0.0018758493006821632 -0.001144072144621068 0.0028527922724779988 -0.0038475370912142396 0.0014908723885565048 -0.002009526382185631 -0.0001496328759674694 -0.0010924931023521783
leaf_weight=0.0010123299154185588 0.0011782928995487567 0.0012097939915076674 0.001000320547616524 0.0010476114057059865 0.0011037125279038801 0.0012046092250068696 0.001698732624174578 0.0011943070658286814 0.0011802226225620313 0.0017061207947129276 0.0013130148492494081 0.0011077970562796274 0.0010028108599766652
leaf_count=756 230 169 374 65 191 97 316 79 369 86 96 221 72
internal_value=0 8.96574e-05 0.000229057 6.54723e-05 0.000513467 -0.000724586 0.000108906 0.000197822 -0.000333139 -0.00110395 -3.14426e-05 0.00140799 -0.00193265
internal_weight=0 0.0159473 0.0147376 0.0135593 0.00865279 0.00490647 0.00290334 0.00754907 0.00524697 0.00419936 0.00301914 0.0023021 0.00200313
internal_count=3121 2365 2196 1966 1107 859 413 916 616 551 182 300 446
is_linear=0
shrinkage=0.00718087


Tree=2120
num_leaves=15
num_cat=0
split_feature=4 3 15 151 12 15 4 403 16 0 47 16 4 43
split_gain=6.94745e-05 9.59106e-05 9.15134e-05 0.000120982 9.99921e-05 0.000226339 0.000140689 0.000109512 0.000245956 0.000102608 0.000162501 0.000114659 7.44283e-05 7.37345e-05
threshold=0.27287000000000006 0.11296500000000002 -0.11713499999999999 -0.086944999999999981 0.088305000000000008 0.024640000000000006 0.16173500000000005 0.03138500000000001 0.013515000000000001 -0.12333499999999999 0.09550500000000002 -0.070454999999999976 -0.079164999999999985 -0.074359999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 -4 5 9 7 8 -6 11 12 -5 -11 -10
right_child=1 -3 3 4 6 -7 -8 -9 13 10 -12 -13 -14 -15
leaf_value=-0.0025054779980061529 0.0027071040121454783 -0.00054523024159320883 0.0024898485630026196 -0.00046634708421186484 -0.0040273697138008269 -0.0035200026860092853 0.0031977961057152345 0.0020122170647127275 0.0022629306785560085 -0.00087884243499895202 0.0011948378762215168 0.0031492045049827146 -0.0039043961210828079 -0.00074267988799266822
leaf_weight=0.001024394008234287 0.001280920116501715 0.0010268322515456785 0.0010860822443172222 0.0011998276388682783 0.0010257179323825624 0.0015878466330812857 0.0010238509225774517 0.0011478972915966862 0.00100384760704611 0.001019244309565237 0.0012934323933189162 0.0010200634777379758 0.0010250720830960042 0.0010493705216777713
leaf_count=212 236 116 178 53 641 519 45 167 173 106 62 61 359 193
internal_value=0 0.00125998 -0.000221013 -4.74373e-05 -0.00026974 -0.000880132 0.000560923 -7.77972e-05 -0.000857002 -0.000125907 -0.00100445 0.00119504 -0.00239593 0.000726806
internal_weight=0 0.00230775 0.0145066 0.0134823 0.0123962 0.00714549 0.00525068 0.00422683 0.00307894 0.00555764 0.00333775 0.00221989 0.00204432 0.00205322
internal_count=3121 352 2769 2557 2379 1160 1219 1174 1007 641 527 114 465 366
is_linear=0
shrinkage=0.00792826


Tree=2121
num_leaves=20
num_cat=0
split_feature=1213 456 158 1374 457 52 16 4 0 403 15 42 474 14 15 47 1 1 16
split_gain=0.000382467 0.000297469 0.000224778 0.000189623 0.000294645 0.000170672 0.000339808 0.000393485 0.000369227 0.000259482 0.00021961 0.000313402 0.000191207 0.000326763 0.000265904 0.000209881 0.000280009 0.000237759 0.000112392
threshold=-1.0000000180025095e-35 0.087015000000000023 0.085900000000000018 -0.094929999999999987 0.088350000000000026 -0.40306999999999998 0.38525000000000004 -0.49405499999999997 0.041630000000000007 0.092070000000000013 0.035560000000000008 0.083995000000000014 0.084660000000000027 -0.22253999999999999 -0.14755499999999996 0.096300000000000011 0.094385000000000011 0.086560000000000012 -0.079734999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 -5 7 -7 9 10 12 18 13 -9 -15 16 17 -16 -12
right_child=1 -3 -4 4 -6 6 -8 8 -10 -11 11 -13 -14 14 15 -17 -18 -19 -20
leaf_value=-0.00089658074242659818 -0.00052904343866892669 -0.00076238462985897635 -0.00061766004273711519 -0.00044953029968845966 0.00085281612817316517 -0.0007971810851794941 0.00079862345851599561 -0.00072773967198044485 0.00092559150058056639 0.0007860065049485166 -0.0010498272378431383 0.00026811946746898733 0.00072182088687468521 0.00085891483288754161 0.0002969714051839228 -0.00049274832332102294 0.00072877219551208117 -0.0006290720890846889 -0.00034143518117586144
leaf_weight=0.0010755659528270947 0.0010372967670013713 0.0010415272079695162 0.001047457822351011 0.0012653661900162245 0.0012340200289534245 0.0011421084537808152 0.0015723436215600009 0.0011094478453544119 0.0012178340916120531 0.0010204867994257358 0.0010557516831342095 0.0012071067553610926 0.0010521006743698103 0.0010546148798997153 0.0014861107887035232 0.0013424112604440985 0.0014639348177936662 0.0011148302591816872 0.0010038257644134395
leaf_count=491 37 177 263 274 91 76 46 49 68 82 193 296 159 147 294 94 122 49 113
internal_value=0 2.86707e-05 6.71224e-05 0.000102318 0.000136177 8.73408e-05 0.000127675 5.85899e-05 0.000127768 5.25111e-05 -1.04421e-05 -0.000345136 0.000116345 3.22087e-05 0.000162685 2.68948e-05 0.000198505 -9.99547e-05 -0.000704561
internal_weight=0 0.0224686 0.021427 0.0203796 0.0193423 0.0181083 0.0168429 0.0152706 0.0141285 0.0129106 0.0118901 0.00326668 0.00862345 0.00757135 0.0064619 0.00540729 0.00406488 0.00260094 0.00205958
internal_count=3121 2630 2453 2190 2153 2062 1788 1742 1666 1598 1516 602 914 755 706 559 465 343 306
is_linear=0
shrinkage=0.00151575


Tree=2122
num_leaves=20
num_cat=0
split_feature=1213 1447 453 4 158 1374 457 156 130 16 151 0 16 52 0 0 12 0 1
split_gain=0.000400868 0.00027229 0.000304546 0.000380452 0.000220057 0.000233115 0.000281286 0.000190584 0.000181853 0.000257468 0.000229467 0.000214771 0.000277824 0.000235 0.000474975 0.000199779 0.000161374 0.000469916 0.000154701
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 1.0000000180025095e-35 0.27287000000000006 1.0000000180025095e-35 -0.094929999999999987 0.092360000000000012 0.080810000000000007 -0.0015749999999999998 -0.36241499999999999 -0.080624999999999988 0.18019500000000002 -0.083134999999999987 0.10160000000000001 -0.019414999999999998 -0.08824499999999999 0.09141500000000001 -0.10011499999999998 0.111945
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 5 -3 7 8 -7 -10 -11 12 15 14 16 -12 17 -14 -5
right_child=1 2 -4 18 -6 6 -8 -9 9 10 11 -13 13 -15 -16 -17 -18 -19 -20
leaf_value=-0.00091082595792245401 -0.00071884532478950862 -0.00059325405342439564 -0.00074007360525941306 0.00030681268099057893 -0.00066006101749301797 -0.00034861065604118222 0.00091154302056854113 -0.00042898367421087595 -0.00044715724122893245 0.00096162289028558232 0.00016779787005682145 0.00088151951716966082 0.0002518161340531209 -0.00060397338445383135 0.00094861569707067525 0.0010227225810315304 0.00031719535021201552 -0.0011750479574749331 0.0010779996235095873
leaf_weight=0.0011102067257319622 0.001075825304756718 0.0011396168554851363 0.001036276350643738 0.0012646544251353467 0.0010095714529021671 0.0016247698978966727 0.0010311419846122929 0.0015922203320962317 0.0012976882731009177 0.0010691269595176104 0.0014958416769822458 0.0010067471121431035 0.0011592618235680679 0.0014401746547714755 0.0011931806936944581 0.001160037361279868 0.0010155928890562271 0.0010527095509092477 0.0012231162386010658
leaf_count=491 255 49 78 77 218 171 55 307 56 157 137 20 39 212 55 117 185 202 240
internal_value=0 4.04625e-05 7.79141e-05 0.000118715 4.15487e-05 8.25443e-05 0.000130266 7.69401e-05 0.000136543 0.000202837 0.000282467 0.000206224 0.000126399 -6.15738e-05 0.000115127 0.000541213 -0.000193001 -0.000427249 0.000685968
internal_weight=0 0.0228876 0.0218117 0.0207755 0.0182877 0.0172781 0.0161385 0.0151074 0.0135151 0.0118904 0.0105927 0.00952355 0.0085168 0.00586092 0.00442074 0.00265588 0.00322756 0.00221197 0.00248777
internal_count=3121 2630 2375 2297 1980 1762 1713 1658 1351 1180 1124 967 947 693 481 254 426 241 317
is_linear=0
shrinkage=0.00154607


Tree=2123
num_leaves=19
num_cat=0
split_feature=1213 1447 453 4 158 1374 457 156 130 16 151 16 15 15 1 52 12 52
split_gain=0.000436538 0.000299819 0.000291188 0.000459643 0.000222514 0.000228696 0.000289454 0.000197213 0.00021935 0.000289088 0.000230091 0.000218998 0.00026701 0.00023608 0.000150517 0.000142553 0.000132785 0.000247921
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 1.0000000180025095e-35 0.27287000000000006 1.0000000180025095e-35 -0.094929999999999987 0.092360000000000012 0.080810000000000007 -0.0015749999999999998 -0.36241499999999999 -0.080624999999999988 -0.15241499999999997 -0.076244999999999993 0.088655000000000025 0.111945 0.11434500000000002 0.09202500000000001 0.083680000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 5 -3 7 8 -7 -10 -11 -12 -13 15 -5 16 17 -14
right_child=1 2 -4 14 -6 6 -8 -9 9 10 11 12 13 -15 -16 -17 -18 -19
leaf_value=-0.00097308591750710355 -0.00078061148654553982 -0.00061139593593281815 -0.00074549957166769717 0.0003464896189104645 -0.00069501751105071534 -0.00043274885198657466 0.00091320095028105531 -0.00045374291149357857 -0.00050706550026423966 0.00099760605275878329 0.00076152209802189956 -0.00046403343213577376 -0.0001483748944270232 -0.00035143757063234434 0.0011079163798853695 -0.00012068515168646806 0.00091455702664525521 0.00083607840026618313
leaf_weight=0.0011289437043008046 0.0010776610033748487 0.0011561078828519191 0.0010336703437783248 0.0012668147591501375 0.0010115349136838132 0.0015624933245175785 0.0010550689636752422 0.0016611669902961987 0.0012943696370140085 0.0010120004132243296 0.0014900635409720265 0.0016410414526172867 0.0013377182994831049 0.0012937276708990808 0.001316673206699823 0.0010274357223887809 0.0014723828277066753 0.0012130855606629076
leaf_count=491 255 49 78 77 218 171 55 307 56 157 47 252 124 313 240 55 82 94
internal_value=0 3.13967e-05 7.14541e-05 0.00011203 2.38005e-05 6.60334e-05 0.000114798 5.86601e-05 0.000122447 0.000196076 0.000282858 0.000206522 0.000102959 0.000249619 0.00073455 0.00040358 0.000537467 0.000319801
internal_weight=0 0.022923 0.0218454 0.0208117 0.0182282 0.0172167 0.0160606 0.0150055 0.0133443 0.0117818 0.0104875 0.00947546 0.00798539 0.00634435 0.00258349 0.00505062 0.00402319 0.0025508
internal_count=3121 2630 2375 2297 1980 1762 1713 1658 1351 1180 1124 967 920 668 317 355 300 218
is_linear=0
shrinkage=0.00157699


Tree=2124
num_leaves=20
num_cat=0
split_feature=1213 124 456 12 39 3 48 1 0 43 133 52 16 151 43 4 0 0 3
split_gain=0.000458017 0.000293387 0.000215625 0.000220866 0.000235342 0.000233847 0.000283954 0.000261919 0.000322648 0.000305204 0.000178008 0.00027119 0.000200791 0.000222456 0.000191312 0.000149197 0.000169796 0.000113495 1.85744e-05
threshold=-1.0000000180025095e-35 0.10281000000000001 0.087015000000000023 0.11650500000000001 0.097050000000000011 0.149315 0.12649500000000002 0.104035 -0.17169499999999996 -0.074359999999999996 -0.085499999999999979 -0.088204999999999992 0.19444000000000003 -0.024429999999999997 -0.09225499999999999 -0.0029599999999999995 -0.083914999999999976 -0.10224499999999999 -0.0087149999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 6 7 10 -9 -10 -2 -12 13 -13 -15 16 -16 -17 -11
right_child=1 -3 -4 -5 -6 -7 -8 8 9 18 11 12 -14 14 15 17 -18 -19 -20
leaf_value=-0.0010409355888757819 0.00051749414328888994 0.0008929864295194735 -0.00074159238849038679 -0.00069426768821235921 -0.00070438343452168875 0.00085551611165351614 -0.0007611062233904536 0.0011545633451206746 0.00081816385352205447 -5.7335405381372824e-05 -0.00079446860784763117 0.00045349612072300414 0.0006791685391850207 -0.00080743363440722844 0.00072651018469237444 -0.00072600080151733663 -0.00012855930425065038 -3.2692630897125169e-05 -0.0003725458683459519
leaf_weight=0.0011187597587088002 0.0015131110391316217 0.0010230536941082105 0.001022443073032355 0.0010738878209857186 0.0010027642895300099 0.00107192152992197 0.001050129105664154 0.001274333074271855 0.0012488696902867094 0.0010105266333019364 0.0012723731472277728 0.0016969644343104457 0.0010775133114266913 0.0011925522213886118 0.0010005430257148179 0.001213673839780216 0.0016661945491726338 0.001334433519390949 0.0010024374405581673
leaf_count=491 258 39 176 118 106 118 56 54 146 111 339 128 46 141 197 82 338 148 29
internal_value=0 3.43549e-05 -6.07954e-06 3.0246e-05 6.98849e-05 0.00011157 6.61406e-05 0.000118779 0.000454499 0.000180999 -8.47436e-06 -8.46012e-05 1.37683e-05 -7.46998e-05 -0.00021459 -7.90157e-05 0.000192257 -0.000362918 -0.000214307
internal_weight=0 0.0227477 0.0217247 0.0207022 0.0196283 0.0186256 0.0175537 0.0165035 0.00453617 0.00326183 0.0119674 0.0104542 0.00918187 0.00810436 0.0064074 0.00521484 0.00266674 0.00254811 0.00201296
internal_count=3121 2630 2591 2415 2297 2191 2073 2017 340 286 1677 1419 1080 1034 906 765 535 230 140
is_linear=0
shrinkage=0.0016407


Tree=2125
num_leaves=19
num_cat=0
split_feature=1213 456 43 42 376 133 43 1 48 14 0 2 2 2 52 4 2 0
split_gain=0.000402577 0.0002187 0.000165481 0.000196354 0.000394497 0.000207403 0.000181872 0.000227851 0.000424824 0.000202248 0.000453805 0.000196348 0.000271648 0.000205094 0.000235116 0.000132234 6.73325e-05 6.13722e-05
threshold=-1.0000000180025095e-35 0.087485000000000021 0.24789500000000006 -0.11466499999999999 1.0000000180025095e-35 -0.085499999999999979 -0.15879999999999997 0.104035 0.12879500000000002 -0.23083499999999998 -0.10324499999999999 0.092875000000000013 0.099515000000000006 0.089775000000000008 -0.0064899999999999992 -0.0029599999999999995 0.10699500000000002 -0.074229999999999977
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 -5 17 11 9 -9 -11 13 -13 14 -8 -16 -14 -7
right_child=1 -3 -4 4 -6 6 7 8 -10 10 -12 12 16 -15 15 -17 -18 -19
leaf_value=-0.0010376241337867499 -0.00062203453777675882 -0.00081230972459890528 -0.00067567843712574302 0.00049957615228750059 0.00091368366226156936 5.0085584148292203e-05 -0.00084344882011011979 -0.00023078973512393657 -0.00074326783952591692 0.0010203745763591378 -0.00017923541709581373 -0.0012371058663862985 -2.4196917627982033e-05 0.00028339533565429573 0.00036939016087267639 -0.00037655363090665999 -0.00055938365090878021 0.00058912425241851557
leaf_weight=0.0011906960904278499 0.0013408109288318001 0.0010258370441219153 0.0010644584247034286 0.0014368356625456746 0.0010447070643593735 0.0010023435435255745 0.0014375418340515974 0.0012301390858790312 0.0011925316316379053 0.0017739402546139704 0.0013107377429375936 0.0011329649148964088 0.001054697384448279 0.0017909374027592073 0.0010186595548859496 0.0012841484360071216 0.0012026561588261431 0.0010172848814335991
leaf_count=491 120 165 167 177 152 73 313 63 38 125 198 166 122 139 308 101 158 45
internal_value=0 -0.000115017 -8.14897e-05 -5.02879e-05 -9.79138e-06 -6.37326e-05 -0.000112939 -0.000173762 7.35161e-05 0.000299259 0.000510638 -0.000326408 -0.000619371 -0.000146841 -0.000352844 -4.65814e-05 -0.00030933 0.000321599
internal_weight=0 0.0223612 0.0213354 0.0202709 0.0189301 0.0178854 0.0164486 0.014429 0.00550735 0.00431482 0.00308468 0.00892161 0.00339032 0.00553129 0.00374035 0.00230281 0.00225735 0.00201963
internal_count=3121 2630 2465 2298 2178 2026 1849 1731 424 386 323 1307 446 861 722 409 280 118
is_linear=0
shrinkage=0.00154607


Tree=2126
num_leaves=20
num_cat=0
split_feature=1213 1456 453 1374 0 13 13 1 12 12 1 52 42 42 403 12 1 0 42
split_gain=0.000529339 0.000415649 0.000321408 0.000263168 0.000385336 0.000241412 0.000357323 0.000328007 0.00032588 0.000254398 0.000223393 0.000185029 0.000155297 0.00028157 0.000301358 0.000296298 0.000222778 0.000160376 0.000150801
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 1.0000000180025095e-35 -0.094929999999999987 -0.23091999999999999 -0.53104499999999988 -0.43167499999999998 0.111945 0.10124000000000001 0.051320000000000005 0.10708500000000001 -1.0000000180025095e-35 0.092145000000000019 0.088200000000000014 0.03138500000000001 0.084100000000000022 0.086560000000000012 -0.10224499999999999 0.097315000000000026
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 -5 -6 -7 8 10 11 12 -9 13 14 15 16 -8 -18 -11
right_child=1 2 -4 4 5 6 7 9 -10 18 -12 -13 -14 -15 -16 -17 17 -19 -20
leaf_value=-0.0010542716241055741 -0.00098620828676342868 -0.00061471557501070772 -0.00078230261545135082 0.0011022931169241252 -0.00066331622990489802 0.0010321359914084809 0.00051715531914979626 0.00037672663006222963 -0.00089582134542643397 -0.0003241695537026713 -0.00059865043290474238 0.0011759055054003889 -0.00034430626804826767 0.00087482286391877943 0.00062201865513325397 -0.00070340079286974335 -0.00069991280793577407 0.00013551816439793884 0.00046975453254437829
leaf_weight=0.0012388585080055628 0.0010146326867194111 0.0012447079234565442 0.0011069212860851376 0.0010378025712109952 0.0010245124580263642 0.0010914274892939333 0.0019152727950485678 0.0017137436732526795 0.0010860680808386378 0.0013724799071348492 0.0013303738001356766 0.0013322769573520755 0.0017178125697972233 0.0013044798395340238 0.0019204286067515813 0.0015971999832654696 0.0010259523705565821 0.001413837602085799 0.0011275724687687116
leaf_count=491 258 55 75 50 35 61 193 101 220 84 83 139 266 176 104 543 52 89 46
internal_value=0 2.25256e-05 6.4536e-05 0.000104843 0.000145533 9.81912e-05 0.0001373 8.55088e-05 -5.14242e-05 0.000414169 2.35898e-05 0.000726274 9.95709e-05 0.000182657 6.79676e-05 -0.000110791 0.000106547 -0.000215788 3.39057e-05
internal_weight=0 0.0253775 0.0243629 0.0232559 0.0220112 0.0209734 0.0199489 0.0188575 0.0133114 0.00554607 0.0122254 0.00304602 0.010895 0.00917717 0.00787269 0.00595226 0.00435506 0.00243979 0.00250005
internal_count=3121 2630 2372 2297 2242 2192 2157 2096 1726 370 1506 240 1423 1157 981 877 334 141 130
is_linear=0
shrinkage=0.00160853


Tree=2127
num_leaves=20
num_cat=0
split_feature=1213 128 456 1447 1374 457 52 42 133 51 15 43 16 151 13 16 1 0 16
split_gain=0.000524003 0.00036826 0.000305907 0.000270168 0.000292419 0.000268479 0.000255317 0.000261099 0.000492155 0.000289673 0.000220417 0.000241392 0.000278403 0.000340439 0.000348139 0.000309229 0.000273664 0.000167576 0.000167039
threshold=-1.0000000180025095e-35 0.086435000000000012 0.087485000000000021 -1.0000000180025095e-35 -0.094929999999999987 0.092360000000000012 -0.40306999999999998 -0.091214999999999977 0.10622000000000002 -0.076794999999999988 -0.24436499999999997 -0.14968999999999996 -0.36241499999999999 -0.024429999999999997 -0.084034999999999985 -0.056919999999999991 0.097525000000000014 -0.10224499999999999 -0.082779999999999979
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 -5 6 -6 -8 9 -9 -11 -12 16 -14 18 17 -13 -16 -15
right_child=1 -3 -4 4 5 -7 7 8 -10 10 11 12 13 14 15 -17 -18 -19 -20
leaf_value=-0.00095839777757620052 -0.00061638451194042027 -0.00081202922192222921 -0.00069509509561155411 -0.00056844186126944242 -0.00047220214533502799 0.00087041023001572517 0.00073577473808476932 -0.00042327962255391574 -0.00083352090838816951 0.00080932304070358409 0.00072494894435396731 0.00025092457291346669 0.00093121090201830924 0.00085766636948443207 -0.00025555954521188279 -0.00061349782627532405 -0.00071473941543074616 0.0005054667496051645 0.00016672111424787667
leaf_weight=0.0012117371111788058 0.0010786075511307466 0.0010744775032980039 0.0010881379781378644 0.0012008885521757042 0.0013813316797486796 0.00110297249830582 0.0016198138544459241 0.0014844743684507529 0.0010683103024045478 0.0013667186153334234 0.0015872228042237398 0.0010820938385820962 0.0012963581653233653 0.0014490746125692677 0.0010670821771654416 0.0017623785882497391 0.0014678831911935225 0.0014468363643869182 0.0015233912613132556
leaf_count=491 226 152 163 40 254 67 119 227 266 180 62 75 125 98 35 174 63 218 86
internal_value=0 2.24662e-05 5.97123e-05 9.54451e-05 0.000130493 0.000171029 0.000131678 0.000177457 0.000122982 0.000188765 0.000253436 0.000193531 0.000117508 0.000243577 0.000120602 -0.000145591 -0.000304956 0.000182434 0.000503556
internal_weight=0 0.0251481 0.0240736 0.0229854 0.0219068 0.0207059 0.019603 0.0182216 0.0166018 0.0155335 0.014049 0.0126823 0.0110951 0.00854512 0.00724876 0.0042763 0.00254998 0.00251392 0.00297247
internal_count=3121 2630 2478 2315 2089 2049 1982 1728 1609 1343 1116 936 874 736 611 427 138 253 184
is_linear=0
shrinkage=0.00145689


Tree=2128
num_leaves=14
num_cat=0
split_feature=48 1 43 49 15 15 14 16 13 51 0 4 4
split_gain=6.61155e-05 0.000111153 0.000114438 0.00016853 0.000130568 0.0001493 0.00013776 9.61457e-05 0.000214375 0.000120256 7.74151e-05 0.000240829 6.59961e-05
threshold=-0.084044999999999995 0.099660000000000012 -0.24021999999999996 -0.043469999999999995 -0.055554999999999993 -0.11345499999999999 -0.10708499999999999 0.19444000000000003 0.021350000000000004 0.086310000000000012 -0.10011499999999998 -0.076229999999999978 0.053180000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 7 -3 -4 5 6 -5 8 9 10 12 -12 -2
right_child=1 2 3 4 -6 -7 -8 -9 -10 -11 11 -13 -14
leaf_value=-0.0018975025776021069 -0.00023247811531213399 -0.0014174854172680712 0.0036947537380157928 -0.00087946479603048984 0.0028006699060067765 -0.0025520429135465913 0.00278674180214821 0.0010967666154087898 -0.00381016697203006 -0.0025557579452008903 0.00091010323842604225 -0.0034215021240890518 0.002189790925701617
leaf_weight=0.0010025684833117601 0.0011271840463551444 0.0010728005201507962 0.0012260919264881001 0.0011901243276088852 0.0010942754855660375 0.0010210185306631647 0.0011015482460382349 0.0018604331331047103 0.0011255528461381475 0.0010943372537639239 0.0020026033105813865 0.0011154692612928632 0.0014170906594110494
leaf_count=86 100 32 163 109 153 122 189 274 251 228 613 676 125
internal_value=0 7.86481e-05 0.000818912 0.00124483 0.000563217 -0.000175877 0.000882787 -0.000430874 -0.000791441 -0.00028857 0.000149599 -0.000639499 0.00111666
internal_weight=0 0.0164485 0.00670586 0.00563306 0.00440697 0.00331269 0.00229167 0.00974267 0.00788224 0.00675668 0.00566235 0.00311807 0.00254427
internal_count=3121 3035 768 736 573 420 298 2267 1993 1742 1514 1289 225
is_linear=0
shrinkage=0.00747098


Tree=2129
num_leaves=14
num_cat=0
split_feature=12 48 2 159 49 3 52 12 133 4 0 3 0
split_gain=6.47261e-05 7.87099e-05 0.000124531 0.000158476 0.000127971 0.000144082 0.000131509 0.000254879 0.000111181 0.000189737 0.000180145 9.82654e-05 6.31353e-05
threshold=0.11650500000000001 0.12879500000000002 0.113445 0.091005000000000016 0.0043850000000000009 -0.14477499999999996 0.10611000000000001 0.095110000000000014 -0.0061299999999999992 -0.082109999999999975 -0.10096999999999999 0.090900000000000009 -0.13843999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 -1 7 8 -7 -10 11 -11 -4
right_child=-2 -3 12 -5 -6 6 -8 -9 9 10 -12 -13 -14
leaf_value=-0.0020338412497071996 -0.0015517415875735338 -0.0015529646955272946 0.0025120432135760889 -0.0023524821148306137 0.0022197262841373343 -0.001467066386326907 -0.0017471520349740506 0.0030038961488348345 0.0026193077323655024 -0.00023240531860983622 -0.002111871779958095 0.0021414930374243531 0.00045459646782508204
leaf_weight=0.0012634938424205258 0.0010231257837714737 0.0010904352366329908 0.0012019635045096774 0.001075531862810058 0.0010662247994604268 0.0015440961992313944 0.0011704583837158144 0.0013252781268544567 0.0012069018151734156 0.0017690731335019997 0.0013136345506771984 0.0011083893169754333 0.0011316118091631759
leaf_count=156 147 79 98 246 415 468 312 195 204 73 394 54 280
internal_value=0 6.93079e-05 0.000185867 -5.55136e-05 0.000154425 -5.13509e-05 0.000214056 0.000491715 1.2128e-05 0.000435251 -0.000193687 0.000682013 0.00151433
internal_weight=0 0.0162671 0.0151767 0.0128431 0.0117676 0.0107013 0.00943783 0.00826737 0.0069421 0.005398 0.0041911 0.00287746 0.00233358
internal_count=3121 2974 2895 2517 2271 1856 1700 1388 1193 725 521 127 378
is_linear=0
shrinkage=0.00625138


Tree=2130
num_leaves=19
num_cat=0
split_feature=1213 124 456 1374 457 484 52 52 0 12 2 160 50 130 1 133 4 43
split_gain=0.0004929 0.000235993 0.000209822 0.000207763 0.000384664 0.000266309 0.000196098 0.000310485 0.000235367 0.000215186 0.000194932 0.000156534 0.000322973 0.000199682 0.000259394 0.000275905 0.000260364 0.000257997
threshold=-1.0000000180025095e-35 0.11040000000000001 0.087015000000000023 -0.094929999999999987 0.088350000000000026 -0.0068949999999999992 -0.24456499999999998 -0.057699999999999994 -0.14920999999999998 0.10866500000000003 0.097070000000000004 -1.0000000180025095e-35 0.088280000000000011 -1.0000000180025095e-35 0.092695000000000013 0.091410000000000005 0.19806500000000002 -0.082389999999999977
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 -5 -7 8 -8 11 -10 -9 13 -13 15 17 -16 -15
right_child=1 -3 -4 4 -6 6 7 9 10 -11 -12 12 -14 14 16 -17 -18 -19
leaf_value=-0.00098654786310483104 -0.00062932276187458521 0.00073180155572706768 -0.00065954472412684375 -0.00069443030700396847 0.00085897123529503209 -0.00046887495575539381 -6.8804353947865592e-05 -0.00032939553521394588 0.00035523850971801613 -0.00062052039418370266 0.0012423938906110125 -0.00055229083362185784 0.00086956044315862613 0.0011911623031404086 -0.00076988419078430738 -0.00024971492589980165 0.00012480790402887807 0.00027902193810327649
leaf_weight=0.0011072265272164669 0.0010075280250836363 0.0010078121813397725 0.0010265807070877894 0.0011185617116127476 0.0012537836250036535 0.0014516362392037662 0.0010412949824960549 0.0019206953857123519 0.0011174522185903165 0.0011363782713223478 0.0010712752286282656 0.0011135922391102299 0.0011624433751894489 0.0010692720184195545 0.0011294486135589032 0.0011515414164944837 0.0019729902881866369 0.0019043056154863921
leaf_count=491 40 30 177 394 93 274 29 371 186 111 129 126 141 32 39 142 150 166
internal_value=0 2.8881e-05 -3.84191e-06 2.87992e-05 6.26043e-05 8.22397e-06 5.38073e-05 0.000101857 0.000512771 -3.81061e-06 0.000789458 5.75337e-05 0.000135733 3.34649e-05 0.000123716 0.000367859 -0.000200906 0.000607019
internal_weight=0 0.0226566 0.0216488 0.0206222 0.0196147 0.0183609 0.0172423 0.0157907 0.00323002 0.0125607 0.00218873 0.0114243 0.00950359 0.00834115 0.00722756 0.00412512 0.00310244 0.00297358
internal_count=3121 2630 2600 2423 2383 2290 1896 1622 344 1278 315 1167 796 655 529 340 189 198
is_linear=0
shrinkage=0.00148603


Tree=2131
num_leaves=14
num_cat=0
split_feature=1 151 15 43 40 3 133 42 484 457 2 13 4
split_gain=6.51092e-05 0.000109813 0.000119128 9.8776e-05 0.000225846 0.00021004 0.000150743 0.00012312 0.000150999 0.000160492 0.00011137 6.38579e-05 0.000185219
threshold=0.14000500000000002 0.079100000000000018 0.091915000000000011 0.16180500000000003 -0.013874999999999998 0.11924500000000002 0.091410000000000005 0.08623500000000002 0.084040000000000017 0.045365000000000009 0.086590000000000014 -0.019614999999999997 0.053180000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 6 7 8 9 11 -9 -6 -13
right_child=-2 -3 -4 -5 5 -7 -8 10 -10 -11 -12 12 -14
leaf_value=0.0031917041506843344 0.0017399477849747629 0.0023325347557850563 -0.0025687506825372922 -0.0023798913883651958 0.00038280602102325672 -0.0027674866638194924 -0.0026434986204469223 0.0002914896154085797 0.0026166229295998995 0.0020829743108452285 0.0035965061641185453 -0.0037898759850221301 1.6026902667769265e-05
leaf_weight=0.0012675005625454013 0.0011693959058006282 0.0010014998805747124 0.0013061937013705569 0.0010703637567224681 0.0010080294615989948 0.001722829151490469 0.0010232869083368146 0.0012054245435492023 0.0010479439158667114 0.0010554141388142077 0.0012597530898564718 0.0015315835739323569 0.0015588536823495369
leaf_count=230 124 118 465 161 256 108 358 256 181 90 206 476 92
internal_value=0 -0.000159738 -0.000325506 -0.000112423 7.89731e-05 -0.000266716 0.000177894 0.000511008 -7.3071e-05 -0.000619969 0.00198042 -0.00131602 -0.00187013
internal_weight=0 0.0160587 0.0150572 0.013751 0.0126806 0.0114131 0.00969029 0.008667 0.00620182 0.00515388 0.00246518 0.00409847 0.00309044
internal_count=3121 2997 2879 2414 2253 2023 1915 1557 1095 914 462 824 568
is_linear=0
shrinkage=0.00777281


Tree=2132
num_leaves=19
num_cat=0
split_feature=1213 456 1374 457 11 403 1 3 3 43 47 484 2 16 13 16 1 0
split_gain=0.000541895 0.000288531 0.000217287 0.000325892 0.000329873 0.00018985 0.000357428 0.000277885 0.000476199 0.000391258 0.000243475 0.00022403 0.000180356 0.000156851 0.000154016 0.000290142 0.000260315 3.70915e-05
threshold=-1.0000000180025095e-35 0.087485000000000021 -0.094929999999999987 0.088350000000000026 0.080455000000000013 0.03138500000000001 1.0000000180025095e-35 -0.10519499999999998 -0.077774999999999983 -0.074359999999999996 0.10280000000000002 0.08660000000000001 0.10060500000000001 0.22339500000000004 -0.099939999999999987 -0.16075999999999999 0.10538500000000002 -0.11437499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 7 -7 12 -9 10 -10 13 -4 14 -11 -16 17 -17
right_child=1 -3 3 -5 -6 6 -8 8 9 11 -12 -13 -14 -15 15 16 -18 -19
leaf_value=-0.0010526054552408401 -0.00062478580502810493 -0.0007846813654741946 0.00015350540791377049 0.00086476096195205296 -0.00059149129264863122 3.2497572049946899e-05 0.0012088223302062662 -0.00079757669418971877 0.00099921632084508686 0.00037494547521297277 5.2406444577452786e-05 0.00053046903918127031 0.00098627646450810658 -0.00059587392931463232 -0.00083697996646444413 -6.180003608972085e-05 0.00064984427320957574 -0.00047650793638939233
leaf_weight=0.0012036834863998749 0.0010743424846584295 0.0010313120872020567 0.0014656310843115744 0.0013086585293781696 0.0018015716436026166 0.0016025389298752598 0.0010721456052662504 0.0017903404539929184 0.0015822825428753124 0.0015098657893283744 0.0011785173959059092 0.0012766826344011708 0.0011575411862342899 0.0017642196253338516 0.0012985968159552105 0.0010174722875944085 0.0011467986765936189 0.0011342515814566113
leaf_count=491 40 165 90 94 176 133 55 858 269 108 30 72 46 116 77 45 58 198
internal_value=0 3.14828e-05 6.77928e-05 0.00010145 5.34219e-05 0.000114582 0.000504027 5.07649e-05 -3.9276e-05 7.47262e-05 0.000595047 -8.23046e-05 0.000520987 -0.000181694 -6.20439e-05 -0.000205568 4.30135e-05 -0.000280408
internal_weight=0 0.0242128 0.0231815 0.0221071 0.0207985 0.0189969 0.00267468 0.0163222 0.013699 0.0119087 0.0027608 0.00914789 0.00262317 0.0078712 0.00610699 0.00459712 0.00329852 0.00215172
internal_count=3121 2630 2465 2425 2331 2155 188 1967 1831 973 299 674 136 602 486 378 301 243
is_linear=0
shrinkage=0.00157699


Tree=2133
num_leaves=19
num_cat=0
split_feature=1213 1447 453 4 158 156 1374 151 12 47 13 52 12 42 0 15 1 42
split_gain=0.000401718 0.000218565 0.000275435 0.000340536 0.000173291 0.000179122 0.000196794 0.000299408 0.000215275 0.000205328 0.000192846 0.000214127 0.000179409 0.000170184 0.000243302 0.000225723 0.000163043 9.35043e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 1.0000000180025095e-35 0.27287000000000006 1.0000000180025095e-35 0.080810000000000007 -0.094929999999999987 -0.039414999999999999 -0.040564999999999997 0.09550500000000002 -0.076599999999999988 0.10160000000000001 0.051320000000000005 0.091295000000000015 -0.13843999999999998 0.088345000000000021 0.111945 0.084050000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 5 6 -3 -8 -9 10 11 17 -11 14 -12 -16 -5 -10
right_child=1 2 -4 16 -6 -7 7 8 9 12 13 -13 -14 -15 15 -17 -18 -19
leaf_value=-0.00099771912643908272 -0.00069754090910936382 -0.00056494103917602095 -0.00076181026165137865 0.00026404535719029646 -0.00062886427793887648 -0.00043797482035042354 0.00082857420615371899 -0.00054760415450272001 0.0010205208397561056 0.0010445893657010361 0.00030180443215141597 -0.00015776127933224676 0.00013686089381036292 0.00036399224595789066 -0.00098913160853428446 -7.3510255330129116e-05 0.0011207385553169251 0.00033323257987984492
leaf_weight=0.0010645946572393197 0.0010488374776445588 0.0010277692817020076 0.0010215738147608669 0.0011948620119381923 0.0010027825659550257 0.0016657252840076844 0.0016821001898910956 0.0012747135944428624 0.0010665347711704687 0.0011859186766116627 0.0012476317849678936 0.0013510671609587577 0.0011588799428527974 0.0013603518574073492 0.0015611538529520606 0.0013528206409472165 0.0011971848386957192 0.0010648918844392563
leaf_count=491 255 23 78 77 218 347 234 84 58 25 43 119 65 171 327 139 240 127
internal_value=0 3.3737e-05 6.9551e-05 0.000111195 3.39132e-05 7.30097e-05 0.000128518 0.000178337 9.16956e-05 0.0001635 5.08856e-05 0.000353233 0.000595959 -0.000139794 -0.000304472 -0.000564052 0.000692808 0.000677142
internal_weight=0 0.0224648 0.021416 0.0203944 0.0180023 0.0169996 0.0153338 0.0143061 0.012624 0.0113493 0.00900445 0.00348249 0.0023448 0.00552196 0.00416161 0.00291397 0.00239205 0.00213143
internal_count=3121 2630 2375 2297 1980 1762 1415 1392 1158 1074 984 304 90 680 509 466 317 185
is_linear=0
shrinkage=0.0016407


Tree=2134
num_leaves=20
num_cat=0
split_feature=1213 1447 453 4 158 1374 156 151 124 13 47 12 0 3 403 160 12 1 1
split_gain=0.00048302 0.000290163 0.000271606 0.000467602 0.000242715 0.000227 0.000256887 0.000289689 0.000357016 0.00024928 0.000244123 0.000271138 0.000203197 0.000423752 0.000370459 0.000295924 0.00020112 0.00023905 0.000173897
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 1.0000000180025095e-35 0.27287000000000006 1.0000000180025095e-35 -0.094929999999999987 0.080810000000000007 -0.039414999999999999 -0.013479999999999999 -0.42195999999999995 0.10783500000000001 0.10124000000000001 -0.076579999999999995 -0.10831999999999999 0.03138500000000001 0.032695000000000009 0.085885000000000017 0.092695000000000013 0.111945
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 5 -3 7 -7 -9 -10 11 12 14 -14 15 16 17 -11 -5
right_child=1 2 -4 18 -6 6 -8 8 9 10 -12 -13 13 -15 -16 -17 -18 -19 -20
leaf_value=-0.0010069820846387552 -0.00074767694134731213 -0.00061495977538768428 -0.00071271283766151567 0.00031461521387664146 -0.00070390095268717853 0.00077838360668459645 -0.00044487126137952296 -0.00078934117032706359 0.00090465968613872541 0.00058410304485645502 0.00061344779987120175 -0.00077295873670148586 0.00026704517790067774 -0.00099346774629900094 0.00096181876625553355 0.00073428058665425937 -0.00079681072246867019 -0.00047736970259450536 0.0011295686018806895
leaf_weight=0.0011727110545144406 0.001138219298503977 0.0011465561014754036 0.0010568410223491522 0.0012692528417028717 0.0010840887610760351 0.0017640284351595767 0.0018496255081349019 0.0010388797296267413 0.0010593300814925001 0.0010658986096285777 0.0019422508273744246 0.0010092694866556404 0.0015826646662668864 0.001141689511866115 0.0014144017891704608 0.0010956341694302596 0.0010106764020574588 0.0010448164706868823 0.0013371283525773908
leaf_count=491 255 49 78 77 218 234 321 47 23 95 61 160 54 192 65 69 366 26 240
internal_value=0 2.94788e-05 6.80845e-05 0.000105839 2.09635e-05 6.42217e-05 0.000109977 0.00017763 9.85769e-05 0.000173168 0.000104638 -8.86084e-07 9.23702e-05 -0.000261195 0.000263417 2.91713e-05 -0.000218328 5.86677e-05 0.000732703
internal_weight=0 0.0240513 0.022913 0.0218562 0.0192498 0.0181657 0.0170192 0.0151695 0.0134055 0.0123666 0.0113073 0.00936505 0.00835578 0.00272435 0.00563143 0.00421703 0.00312139 0.00211072 0.00260638
internal_count=3121 2630 2375 2297 1980 1762 1713 1392 1158 1111 1088 1027 867 246 621 556 487 121 317
is_linear=0
shrinkage=0.00157699


Tree=2135
num_leaves=19
num_cat=0
split_feature=1213 456 1374 457 484 52 1 474 51 11 0 403 151 52 0 0 15 2
split_gain=0.000480572 0.000238017 0.000211619 0.00039598 0.000259238 0.000181801 0.000261487 0.000286825 0.000194579 0.000218106 0.000204194 0.000282029 0.00027665 0.00021231 0.000386178 0.000345022 0.00012719 0.000191606
threshold=-1.0000000180025095e-35 0.087015000000000023 -0.094929999999999987 0.088350000000000026 -0.0068949999999999992 -0.40306999999999998 0.13210500000000003 0.085070000000000021 -0.031924999999999995 0.081790000000000015 0.18019500000000002 0.092070000000000013 -0.016164999999999995 0.10160000000000001 -0.057069999999999989 -0.10096999999999999 -0.10324499999999999 0.082275000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 -4 -6 7 8 -7 10 11 12 -10 14 15 16 -14 -18
right_child=1 -3 3 -5 5 6 -8 -9 9 -11 -12 -13 13 -15 -16 -17 17 -19
leaf_value=-0.0010883871200339703 -0.00065057201664640819 -0.00074570898878902764 -0.00070893577418265456 0.00098311400534604998 -0.00050636483945986309 -0.00068625634177359261 0.00078434444206427773 0.00089895391114661624 0.00061875216392835762 -0.00067223493237306923 0.00082342333018449736 0.00077279457303957113 -0.00032425042929886403 -0.00071168600575614058 0.00069786192054228783 -0.00087741667348197321 0.00081267953601859796 -0.00016543690490822738
leaf_weight=0.001094671640909344 0.0010672305820333952 0.0010299524615646613 0.0011686184511715781 0.001278003768609994 0.0012842704003598422 0.0010086675984969729 0.0015144634261839004 0.0010449544624342453 0.0014690558252254968 0.0010070471462437789 0.0010240102554279771 0.001309952721876507 0.001549571286485335 0.0015031659570250988 0.0015224408922792096 0.0015961550131923241 0.0010116029793607586 0.0011542728186100248
leaf_count=491 40 177 395 93 256 138 183 120 137 54 22 73 67 294 53 450 15 63
internal_value=0 2.47838e-05 6.16709e-05 9.88478e-05 3.98912e-05 8.85084e-05 0.000134214 6.94411e-05 8.2087e-06 6.14885e-05 0.000122352 5.77701e-05 -3.77452e-05 -0.000153423 -3.06318e-05 -0.000239437 3.46393e-05 0.000291406
internal_weight=0 0.0225434 0.0215135 0.0204463 0.0191682 0.0179996 0.0167154 0.0152009 0.0141559 0.0131473 0.0121402 0.0111162 0.00980626 0.00833721 0.00683404 0.0053116 0.00371545 0.00216588
internal_count=3121 2630 2453 2413 2320 1925 1669 1486 1366 1228 1174 1152 1079 942 648 595 145 78
is_linear=0
shrinkage=0.0016407


Tree=2136
num_leaves=20
num_cat=0
split_feature=1213 124 42 1447 4 453 0 16 16 52 1 4 16 2 1374 0 16 16 52
split_gain=0.000480226 0.000332959 0.000311813 0.000291903 0.000309896 0.000338623 0.000266781 0.000288199 0.000300977 0.000325168 0.000205087 0.00023007 0.000272495 0.000504493 0.000251126 9.24767e-05 8.98716e-05 8.78823e-05 7.39119e-05
threshold=-1.0000000180025095e-35 0.11040000000000001 -0.11466499999999999 -1.0000000180025095e-35 -0.49405499999999997 1.0000000180025095e-35 -0.026509999999999995 -0.48836499999999994 -0.27167499999999994 0.08976000000000002 1.0000000180025095e-35 0.076415000000000025 -0.056919999999999991 0.085730000000000015 -0.08070999999999999 0.11070500000000001 -0.5315899999999999 -0.087989999999999985 0.10473500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 -5 6 7 16 -9 10 -10 12 14 -14 -12 -8 -6 -16 -11
right_child=1 -3 3 4 5 -7 15 8 9 18 11 -13 13 -15 17 -17 -18 -19 -20
leaf_value=-0.0009484451566171289 -0.00081437854560635137 0.00082942619766115846 -0.00073206147330913505 -0.00056876060362809886 0.00030174982960822248 -0.00068452421788224962 0.00088250798185514009 -0.00075171756795554007 -0.0005209457640139479 0.00088713789920791882 -0.0003958952130628272 0.00051569694650340555 -0.0011169027025412209 0.00012252249838984176 0.00077074261139836546 0.00031210121159070032 0.00089022234238908949 0.00019775352504498639 0.00034582314870211473
leaf_weight=0.0012321607948982119 0.001075877521281173 0.0011178166276349369 0.0011248890082322374 0.0016627440179908205 0.001291445512133782 0.0011542416434866523 0.0013681081662096145 0.0011125051079945792 0.0017362145949819567 0.0010112425604262851 0.0011120591358100285 0.0018995182560646584 0.0013291985702438601 0.0017451480131709385 0.0011788185373680093 0.0012493123241532067 0.001107622601816966 0.0012857585736916156 0.0013574469452162508
leaf_count=491 123 30 248 130 92 76 125 99 588 95 24 75 180 100 79 69 90 134 273
internal_value=0 2.09408e-05 -1.7028e-05 2.07192e-05 5.99201e-05 0.000112348 0.000161313 8.86306e-05 4.15206e-06 7.05987e-05 -4.59907e-05 5.04509e-05 -8.24232e-05 -0.000413345 0.000202025 0.000610249 0.000573441 0.000471817 0.000576922
internal_weight=0 0.02492 0.0238022 0.0227263 0.0216014 0.0199386 0.0187844 0.016167 0.0137679 0.0126554 0.0102867 0.0085505 0.00665098 0.00307435 0.00357664 0.00261742 0.00239907 0.00246458 0.00236869
internal_count=3121 2630 2600 2477 2229 2099 2023 1829 1647 1548 1180 592 517 280 237 194 182 213 368
is_linear=0
shrinkage=0.00151575


Tree=2137
num_leaves=15
num_cat=0
split_feature=41 2 48 457 16 16 151 159 48 15 15 4 52 15
split_gain=6.47609e-05 9.97325e-05 8.66471e-05 0.000125669 8.54304e-05 0.000243013 0.000120658 0.000128709 0.000127355 0.000144008 0.000192717 0.000274396 0.000103587 7.44692e-05
threshold=0.078475000000000017 -0.0091949999999999983 -0.072824999999999987 -0.0029299999999999994 -0.48836499999999994 -0.27167499999999994 -0.0052199999999999989 -0.032739999999999991 0.093265000000000015 0.088655000000000025 -0.016799999999999995 -0.084369999999999987 0.096795000000000006 -0.10203999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 -5 -6 -7 -8 9 10 13 12 -12 -9
right_child=-2 2 3 4 5 6 7 8 -10 -11 11 -13 -14 -15
leaf_value=0.0025782766226718325 -0.0020231651727526086 -0.0024221474204489642 -0.0026826877154756514 0.0024278238625252391 -0.003768628490655295 0.0024588783827951869 -0.0026803087723018394 4.576914388987796e-05 0.0028497171878038999 -0.0025398492398033923 -0.0019275643003187481 0.004044070482028604 0.0016236617439679638 -0.0030714718071258328
leaf_weight=0.0010276927718541459 0.0010496125534766856 0.0010011117846792103 0.0010355613867914027 0.0011712518638161877 0.0010155492288760658 0.0017149211324599687 0.0010240925174641721 0.0010464141186541653 0.0012477297319593017 0.0012591114436714956 0.0012303549005206662 0.0017422978851415263 0.0010239897126810282 0.0010393148883687704
leaf_count=158 148 122 222 144 91 207 352 125 131 475 352 235 31 328
internal_value=0 8.95933e-05 -7.48647e-05 8.66334e-05 0.000298827 9.68149e-05 0.000443343 8.37908e-05 0.000413355 -7.20012e-07 0.000524905 0.00158558 -0.000314493 -0.00150755
internal_weight=0 0.0165794 0.0155517 0.0145506 0.013515 0.0123438 0.0113282 0.00961331 0.00858921 0.00734148 0.00608237 0.00399664 0.00225434 0.00208573
internal_count=3121 2973 2815 2693 2471 2327 2236 2029 1677 1546 1071 618 383 453
is_linear=0
shrinkage=0.00824856


Tree=2138
num_leaves=13
num_cat=0
split_feature=4 15 151 160 12 47 457 13 1 2 43 3
split_gain=6.55879e-05 9.31504e-05 9.0461e-05 8.86099e-05 0.000112971 0.000272609 0.000126626 0.000137751 0.000235556 0.000127922 0.000194489 8.5901e-05
threshold=0.27287000000000006 -0.11713499999999999 -0.086944999999999981 -0.091944999999999985 -0.029094999999999999 0.09550500000000002 0.088350000000000026 -0.0034749999999999994 0.086560000000000012 0.084245000000000014 0.016310000000000002 0.11296500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 -5 6 7 9 -9 -6 -11 -2
right_child=11 2 3 4 5 -7 -8 8 -10 10 -12 -13
leaf_value=-0.0024753439872966898 0.0025219652538986154 0.0020873442388782415 -0.0023491151214617523 -0.0023058269708965545 0.0024366333989376209 0.0035253290533987184 0.0019470101243287095 0.0002486373981620732 -0.0037743225432112166 -0.0029986658022132665 0.0012349196011028003 -0.00048993204341867425
leaf_weight=0.0010746476495890308 0.0013385290955244327 0.0011399071687026594 0.0011439247752740656 0.0012338198805755271 0.0012643397306110228 0.0013715747454081393 0.0013774540667381707 0.0018167933068814722 0.0018428640172858807 0.0012068043318524298 0.0015687035265510296 0.0010718385123809071
leaf_count=212 236 178 358 157 387 109 61 298 215 609 185 116
internal_value=0 -0.000226081 -5.30085e-05 -0.000243228 -3.70211e-05 0.000230892 -0.000266914 -0.000662989 -0.00177717 0.000346338 -0.000605864 0.00118264
internal_weight=0 0.0150408 0.0139662 0.0128263 0.0116824 0.0104485 0.00907696 0.0076995 0.00365966 0.00403985 0.00277551 0.00241037
internal_count=3121 2769 2557 2379 2021 1864 1755 1694 513 1181 794 352
is_linear=0
shrinkage=0.00792826


Tree=2139
num_leaves=19
num_cat=0
split_feature=1213 456 1374 457 484 52 1 474 51 12 130 43 42 42 0 0 16 16
split_gain=0.000503044 0.000224265 0.000190455 0.000302153 0.000253684 0.00018745 0.000235117 0.000273107 0.000228876 0.000197807 0.000216915 0.00027798 0.00042384 0.000192192 0.000228119 0.000194652 0.000124508 6.21357e-05
threshold=-1.0000000180025095e-35 0.087015000000000023 -0.094929999999999987 0.088350000000000026 -0.0068949999999999992 -0.40306999999999998 0.13210500000000003 0.085070000000000021 -0.031924999999999995 0.10866500000000003 -0.0015749999999999998 -0.15582499999999996 0.092145000000000019 0.08623500000000002 0.041630000000000007 -0.10151999999999999 -0.23935499999999996 -0.059624999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 -4 -6 7 8 -7 10 -10 -12 13 14 15 16 -13 -18
right_child=1 -3 3 -5 5 6 -8 -9 9 -11 11 12 -14 -15 -16 -17 17 -19
leaf_value=-0.00096898438400879849 -0.00054838957951976294 -0.00064208591485145428 -0.00060571991015878417 0.00080768890197644111 -0.00045788068360896991 -0.00064226925609419728 0.00068896735981853463 0.00079448615716498584 -0.00043416451480810143 -0.00044653365839339974 0.00078301277781543611 -0.00012990143451989004 -0.00065572844270412114 0.00077235828897783603 0.00075142410886753044 -0.00037060040184088583 0.0007030218995809017 0.000208283592911253
leaf_weight=0.0011617046933238137 0.0010644549515932402 0.0010374776585551351 0.0012178012475090412 0.0012393647834355306 0.0012646516877907006 0.001047629909461085 0.0015400541316356832 0.0011008580785567537 0.0012998122791947489 0.0014192266054032796 0.001586698327141531 0.0014099698552236806 0.0013623392612527605 0.0012655931679588228 0.0011238272130768001 0.0018866694212393382 0.0010261431327620585 0.0012356146121530439
leaf_count=491 40 177 395 93 256 138 183 120 163 94 66 75 243 140 47 309 44 47
internal_value=0 3.31462e-05 6.48581e-05 9.59038e-05 5.13207e-05 9.44108e-05 0.000134774 8.06334e-05 2.70412e-05 7.85391e-05 0.000139637 0.000208082 0.000110099 0.00024137 0.000140802 1.73435e-05 0.000216683 0.000432743
internal_weight=0 0.0231282 0.0220907 0.0210263 0.0197869 0.0185691 0.0173044 0.0157644 0.0146635 0.0136159 0.0121967 0.0108969 0.00931016 0.00794782 0.00668222 0.0055584 0.00367173 0.00226176
internal_count=3121 2630 2453 2413 2320 1925 1669 1486 1366 1228 1134 971 905 662 522 475 166 91
is_linear=0
shrinkage=0.00148603


Tree=2140
num_leaves=12
num_cat=0
split_feature=1 159 4 4 51 3 4 3 3 15 43
split_gain=6.61048e-05 0.000159942 0.000119966 0.000212905 0.000114124 0.000107017 0.000181262 8.13206e-05 0.000143722 0.000274083 0.000128633
threshold=0.094385000000000011 0.076905000000000015 -0.04890499999999999 0.053925000000000008 0.086310000000000012 -0.074084999999999998 0.26790000000000008 -0.11255999999999998 0.084940000000000015 -1.0000000180025095e-35 -0.0030899999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 -2 -4 7 -5 -7 -1 9 -9 -11
right_child=1 -3 3 5 -6 6 -8 8 -10 10 -12
leaf_value=0.0010987957318518114 -0.0021375527871046567 0.0030336052960231417 0.0026339582964044457 0.0010470487706702994 -0.0026418319976024155 -0.0027172929460510318 0.0010071924702092293 -0.0037318580019669897 0.0010685563145573279 0.0011478901528266029 -0.0018478678708517236
leaf_weight=0.001959895688562252 0.0010460328472951252 0.0010291830326822002 0.0016107666012993857 0.0016558714036191205 0.0010276917468951046 0.0016180294278772545 0.0010798520992021778 0.001463263457011324 0.0019214069901489772 0.0018318137922184487 0.0011603810746832685
leaf_count=161 198 206 196 110 260 61 172 762 83 599 313
internal_value=0 0.000442006 6.1547e-05 0.000447216 -0.000428272 -0.000361817 -0.00122653 -0.000155401 -0.000540872 -0.00123493 -1.38727e-05
internal_weight=0 0.00803974 0.00701055 0.00596452 0.00936445 0.00435375 0.00269788 0.00833676 0.00637687 0.00445546 0.00299219
internal_count=3121 943 737 539 2178 343 233 1918 1757 1674 912
is_linear=0
shrinkage=0.00704007


Tree=2141
num_leaves=19
num_cat=0
split_feature=1213 456 1374 457 11 484 50 474 48 43 52 43 16 16 2 3 13 15
split_gain=0.000452303 0.000260528 0.000249386 0.000304773 0.000291392 0.000198629 0.000184818 0.000200627 0.000211002 0.000232177 0.000243014 0.000244796 0.000300624 0.000217608 0.000278192 0.00018723 0.000130967 0.00011788
threshold=-1.0000000180025095e-35 0.087485000000000021 -0.094929999999999987 0.092360000000000012 0.088215000000000002 -0.0068949999999999992 0.099210000000000007 0.084660000000000027 0.016865000000000002 0.016310000000000002 0.11434500000000002 -0.074359999999999996 -0.056919999999999991 0.31475000000000003 0.086950000000000013 0.092670000000000016 -0.093839999999999993 -0.094549999999999981
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 -4 7 8 9 10 11 13 -13 14 -7 17 -11 -10
right_child=1 -3 3 -5 -6 6 -8 -9 15 16 -12 12 -14 -15 -16 -17 -18 -19
leaf_value=-0.0010786876079748359 -0.00072272168267083713 -0.00082705694060323024 -0.00057879987344876705 0.0010457201363410175 -0.00081886214088548303 0.00038932146223570455 0.00082426153955522793 0.00078811194036317652 0.0010979749694556011 0.00073131736923707938 -0.00098852007563969427 1.7906905361549647e-05 -0.001007074700687604 0.00080508311992575493 -0.00073378918149111618 -9.9419976479137463e-05 1.5354361665010635e-05 0.00033516508320548222
leaf_weight=0.001165135091137858 0.001135750967812931 0.0010214200698047812 0.0011670375986212516 0.0010149231360823121 0.0010641150492907139 0.0016303963005591159 0.0011942131785484247 0.0012440493887505002 0.0011876131028594472 0.0014659099434624068 0.0010466048906101616 0.0019959385960781079 0.0015342770072488904 0.0012464416234828635 0.0011333399890476603 0.0013712478841529929 0.0016422214195406662 0.0012718144490434522
leaf_count=491 40 165 398 67 107 139 181 179 125 55 166 304 142 65 128 68 168 133
internal_value=0 3.28435e-05 7.21491e-05 0.000114712 6.79241e-05 0.000117249 0.000162468 0.00011534 6.14327e-05 -5.47335e-05 -0.000202326 -9.32028e-05 -0.000427563 0.000201139 -7.12385e-05 0.000416091 0.000353029 0.000703512
internal_weight=0 0.0233673 0.0223459 0.0212101 0.0201952 0.0191311 0.0179641 0.0167699 0.0155258 0.0116951 0.008587 0.00754039 0.00353022 0.00401018 0.00276374 0.00383068 0.00310813 0.00245943
internal_count=3121 2630 2465 2425 2358 2251 1853 1672 1493 1167 944 778 446 332 267 326 223 258
is_linear=0
shrinkage=0.00174112


Tree=2142
num_leaves=20
num_cat=0
split_feature=1213 124 42 483 4 0 403 4 457 14 0 48 1 47 2 13 43 12 0
split_gain=0.000464919 0.00032731 0.000395406 0.000304031 0.000203841 0.000297221 0.000240718 0.000215569 0.000232813 0.000205516 0.000253226 0.00033637 0.000279264 0.000285747 0.000258765 0.000185774 0.000137609 0.000105742 4.7689e-05
threshold=-1.0000000180025095e-35 0.11040000000000001 -0.11466499999999999 0.088070000000000009 -0.49405499999999997 -0.026509999999999995 0.092070000000000013 -0.064804999999999988 -0.0029299999999999994 -0.10708499999999999 -0.10607499999999999 0.12370000000000002 0.091615000000000016 0.096300000000000011 0.088930000000000023 -0.063184999999999977 -0.072864999999999985 0.092550000000000007 -0.22491999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 -4 6 7 16 -9 -10 11 12 18 -14 15 -12 -6 -7 -11
right_child=1 -3 3 -5 5 17 -8 8 9 10 14 -13 13 -15 -16 -17 -18 -19 -20
leaf_value=-0.0010164177737070701 -0.00099404715049004368 0.0009072119464938322 -0.00044856531428844336 -0.0008053628298371789 -1.7285652842471853e-05 0.00096320994952383014 0.00080946261216022892 -0.0005423483348668465 -0.0004566624136412933 0.00042032383369788509 -0.00092522703884642178 -0.00039691155486095927 0.0014066901520314449 0.00035850775168736322 0.00043895989212779362 -2.77937668573304e-05 -0.00076924374236961583 0.00031854568484884939 -8.2896048502009145e-05
leaf_weight=0.0012053835389008718 0.0010571229337976882 0.001087531172260652 0.0018161704049024464 0.0011064863427343438 0.0011830655565585602 0.0013107996217756315 0.0010352224149959002 0.0014367203363376277 0.0012964377995227381 0.0010137412434119142 0.0010529975759495502 0.0010295685489225548 0.0016580127143928092 0.001211799255615098 0.00163596417943878 0.0015132259651107396 0.0014680209002556422 0.0014344182855317023 0.0010140306026358258
leaf_count=491 123 30 142 268 121 125 86 184 86 22 278 27 138 33 345 104 388 59 71
internal_value=0 2.74396e-05 -1.36701e-05 3.29786e-05 7.69201e-05 0.000126385 4.34452e-05 -7.67123e-06 8.01328e-05 0.000158406 0.000237127 0.000455555 0.00063476 0.000964087 -7.09624e-05 -0.000396037 -0.000433677 0.000626363 0.000168678
internal_weight=0 0.0243613 0.0232738 0.0222167 0.0211102 0.019294 0.0165488 0.0155136 0.0128625 0.0114258 0.0101293 0.00592715 0.00489758 0.00286981 0.00420219 0.00256622 0.00265109 0.00274522 0.00202777
internal_count=3121 2630 2600 2477 2209 2067 1883 1797 1288 1104 1018 291 264 171 727 382 509 184 93
is_linear=0
shrinkage=0.0016407


Tree=2143
num_leaves=19
num_cat=0
split_feature=1213 1447 1374 453 4 158 156 151 1 124 13 47 12 16 403 0 0 42
split_gain=0.000471377 0.000351335 0.0003514 0.000386771 0.000302194 0.000294393 0.000286001 0.000278047 0.000272565 0.000230002 0.000282847 0.000298146 0.000310511 0.000192317 0.000198738 0.000123658 0.000192119 0.000327304
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.094929999999999987 1.0000000180025095e-35 0.27287000000000006 0.07968500000000002 0.080810000000000007 -0.039414999999999999 0.111945 -0.013479999999999999 -0.42195999999999995 0.10783500000000001 0.10124000000000001 0.16703000000000004 0.03138500000000001 -0.13843999999999998 -0.010949999999999998 0.083995000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 5 6 7 -4 -6 -9 -11 12 13 14 15 -12 17 -17
right_child=1 2 3 -5 8 -7 -8 9 -10 10 11 -13 -14 -15 -16 16 -18 -19
leaf_value=-0.00092632919916318685 -0.00077900690238069019 -0.00073437270957877221 0.00073427065987744259 -0.00072814664665620421 0.0001471843148348655 -0.00069762731868409792 -0.00043783051249753638 -0.00052666333324460782 0.0010873616407465984 0.00090009371925780189 0.00042902425809257923 0.00063866967815143683 -0.00077084232738404478 -0.00042261802339260939 0.00065245005827307154 -0.00068226423259206911 0.00048601871037770968 0.00029094556499217438
leaf_weight=0.0012303984191096009 0.0011685550733529773 0.0011798528283319945 0.0018097054069596006 0.0011850609191210717 0.0013951245611352183 0.0010261887618421171 0.001807160849498001 0.0011333248321606657 0.0013301644020287558 0.0010780625390722732 0.0014477934590111357 0.001917280029279266 0.001037900875946963 0.0013574965379297699 0.0015811520850025629 0.0017554404176647314 0.0010132043212252133 0.0013499796540332176
leaf_count=491 255 55 234 78 75 205 321 50 240 24 53 61 160 129 73 303 28 286
internal_value=0 1.62066e-05 5.59099e-05 9.78634e-05 0.000144388 7.56881e-05 0.00012159 0.000186892 0.000606068 0.000114435 0.000172384 0.000103928 -3.50693e-06 9.01335e-05 0.000187517 5.54524e-05 -7.58669e-05 -0.000259193
internal_weight=0 0.0245734 0.0234049 0.022225 0.02104 0.0183147 0.0172885 0.0154813 0.00272529 0.0136716 0.0125383 0.0114602 0.00954297 0.00850507 0.00714757 0.00556642 0.00411862 0.00310542
internal_count=3121 2630 2375 2320 2242 1927 1722 1401 315 1167 1117 1093 1032 872 743 670 617 589
is_linear=0
shrinkage=0.00148603


Tree=2144
num_leaves=18
num_cat=0
split_feature=1213 124 4 0 403 48 2 48 14 1 42 3 43 48 16 49 12
split_gain=0.000483821 0.00033466 0.000247986 0.000346184 0.000295772 0.000256108 0.000248782 0.000358236 0.000529264 0.000429668 0.000225468 0.000194975 0.000302618 0.000201806 0.000503247 0.000183437 7.53357e-05
threshold=-1.0000000180025095e-35 0.11040000000000001 -0.49405499999999997 1.0000000180025095e-35 0.092070000000000013 -0.086869999999999989 0.098035000000000011 0.12879500000000002 -0.10708499999999999 0.10374500000000002 -1.0000000180025095e-35 -0.077774999999999983 -0.072864999999999985 0.086035000000000014 -0.056919999999999991 -0.007794999999999999 0.086305000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 -4 10 8 -8 -10 -7 15 -13 14 -14 -12 -5
right_child=1 -3 3 16 -6 6 7 -9 9 -11 11 12 13 -15 -16 -17 -18
leaf_value=-0.0010401477919789377 -0.00058513105537339274 0.00092959796509151885 -0.00083947682518318168 0.00094315428383316127 0.00078917463850618284 -0.00069229632728378028 -0.00045106066252768401 -0.00046641417005236635 0.00017180268456231526 0.0013266042191254976 0.00013065967519160058 0.00088581524916706131 0.00074716736444035265 -0.00062793611642367859 -0.00068594450087947686 -0.00073265026650622621 0.00037152053266287135
leaf_weight=0.001147093392599898 0.0017919952439600052 0.0010228500847033742 0.0011049885187959232 0.0010011104690957296 0.0010495640328043862 0.0019235432439944798 0.0012574409436113543 0.0015018783160074545 0.0016005455550360944 0.0017397866106065203 0.0010005637779655187 0.0010411083406834665 0.0015497719364802598 0.0012338446461472863 0.0010728738936666114 0.0017516539377086873 0.0014759837348159444
leaf_count=491 153 30 64 118 107 386 82 67 318 186 179 137 76 48 114 502 63
internal_value=0 3.01051e-05 -1.15323e-05 3.90909e-05 -3.91996e-05 -9.10194e-05 -3.82511e-05 0.000215636 0.000438431 0.000773272 -0.000200015 -7.62313e-05 0.000116274 -9.1474e-05 0.000160909 -0.000418795 0.000602545
internal_weight=0 0.0231195 0.0220967 0.0203047 0.0178276 0.016778 0.015673 0.00609965 0.00459777 0.00334033 0.00957336 0.00764982 0.0048976 0.00385649 0.00262265 0.00275222 0.00247709
internal_count=3121 2630 2600 2447 2266 2159 2095 653 586 504 1442 1056 375 238 190 681 181
is_linear=0
shrinkage=0.00160853


Tree=2145
num_leaves=19
num_cat=0
split_feature=1213 1374 1447 453 4 457 1 124 12 13 0 151 3 13 15 2 2 13
split_gain=0.000412117 0.000322654 0.000240037 0.000290092 0.000256958 0.000211085 0.00018263 0.000144267 0.000204432 0.000189888 0.000224634 0.000208147 0.000213333 0.000182666 0.000161114 0.00017787 0.000148568 5.46375e-05
threshold=-1.0000000180025095e-35 -0.094929999999999987 -1.0000000180025095e-35 1.0000000180025095e-35 0.27287000000000006 0.092360000000000012 0.111945 0.0049200000000000008 0.10711000000000002 -0.084034999999999985 -0.08824499999999999 -0.086944999999999981 0.088060000000000013 -0.017449999999999997 0.088235000000000022 0.092120000000000021 -1.0000000180025095e-35 -0.13710499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 5 7 -6 8 9 10 -4 -11 13 -13 15 16 -15 -12
right_child=1 2 3 -5 6 -7 -8 -9 -10 11 17 12 -14 14 -16 -17 -18 -19
leaf_value=-0.0010554351057125992 -0.00092055559167471474 -0.00072790109640728806 -6.9277948673799748e-05 -0.00078977622080221457 0.00021926647509790337 0.00084365018289024759 0.0011627430296722733 0.00067025259473142457 -0.00068037574782741099 0.00060546605982351727 0.00045692240151406919 -0.00063606083394418598 -0.00074186858195001315 3.5743882804088999e-05 0.00059426674438005161 0.00029131130595579617 -0.00089676444586593172 0.00099630137898336617
leaf_weight=0.0011186537886120054 0.0010396888789800931 0.0010799567335868432 0.0019754248997788798 0.001023042707603671 0.0012624991361835933 0.0010450478680512623 0.0012259093459424612 0.0010188929123184911 0.0012521032348321243 0.0011729869931768064 0.0011124630899566057 0.0012711392507226398 0.0016353464855694 0.0010183790781363427 0.001450196378757887 0.0019790575027019974 0.0010539776618867132 0.0011661011995781458
leaf_count=491 55 255 233 78 75 58 240 41 164 95 43 479 100 53 104 193 217 147
internal_value=0 2.69953e-05 7.23055e-05 0.000114129 0.000161215 8.53554e-05 0.000684068 3.61532e-05 -6.66993e-06 5.43019e-05 0.000360425 -8.16164e-05 -0.000177469 -4.11894e-05 9.62548e-05 -8.20077e-05 -0.00043852 0.00073296
internal_weight=0 0.0227822 0.0217425 0.0206626 0.0196395 0.0171511 0.00248841 0.0161061 0.0150872 0.0138351 0.00425399 0.00958108 0.0084081 0.00677275 0.00550161 0.00405141 0.00207236 0.00227856
internal_count=3121 2630 2575 2320 2242 1927 315 1869 1828 1664 423 1241 1146 1046 567 463 270 190
is_linear=0
shrinkage=0.00174112


Tree=2146
num_leaves=13
num_cat=0
split_feature=11 3 1 16 13 15 48 12 2 0 16 42
split_gain=7.27486e-05 0.000100408 0.000103053 0.000144611 0.000188425 0.000143742 0.000143203 0.000105073 0.000171758 7.79565e-05 0.000129022 7.15597e-05
threshold=0.081790000000000015 -0.12018999999999998 0.094385000000000011 -0.36241499999999999 -0.073839999999999975 -0.0058549999999999991 0.083985000000000018 0.051320000000000005 0.11215000000000001 -0.083914999999999976 0.064860000000000015 0.075730000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 11 5 -4 -5 6 -3 8 -6 -7 -11 -1
right_child=-2 2 3 4 7 9 -8 -9 -10 10 -12 -13
leaf_value=0.0029187100238829717 -0.0016895550019298644 -0.0042019023295919253 -0.0015724550344002033 0.0034623597822574055 0.0024184100826552886 0.0012282533057138083 -0.00074551476428506153 -0.001685014277842204 -0.0010961177538098637 -0.0023599168600173374 0.00074406251143234925 0.00023653523098919976
leaf_weight=0.0010713672692896055 0.0013150896752536214 0.0010341181613996607 0.0014021574451825924 0.001330374669021514 0.0018232239441658069 0.0018537980071942212 0.0017006311927041523 0.0010680760775351184 0.0012626131516415562 0.0013404198109590905 0.0015482139484732649 0.0010632277583292604
leaf_count=93 175 641 206 206 158 384 278 137 63 610 83 87
internal_value=0 0.000100497 -0.00011978 0.000526689 0.00106337 -0.000715174 -0.00205251 0.000295049 0.000980392 5.60097e-05 -0.000696285 0.00158274
internal_weight=0 0.0164982 0.0143636 0.00688645 0.00548429 0.00747718 0.00273475 0.00415391 0.00308584 0.00474243 0.00288863 0.0021346
internal_count=3121 2946 2766 770 564 1996 919 358 221 1077 693 180
is_linear=0
shrinkage=0.00732449


Tree=2147
num_leaves=21
num_cat=0
split_feature=1213 456 13 13 40 42 39 48 484 4 3 3 1 457 2 3 1 1 42 43
split_gain=0.000454413 0.000280367 0.000303632 0.000369022 0.000189735 0.000643762 0.000317203 0.000313955 0.00030206 0.000242662 0.000484101 0.000210822 0.000208015 0.000228001 0.000263523 0.000324863 0.000348453 0.000209966 0.000199821 0.000152524
threshold=-1.0000000180025095e-35 0.087485000000000021 -0.53104499999999988 -0.39067499999999994 0.05433000000000001 -0.11466499999999999 0.085060000000000011 0.12649500000000002 -0.0068949999999999992 -0.033174999999999989 -0.078724999999999976 -0.13927999999999999 0.111945 0.080930000000000016 0.11067500000000001 -0.077774999999999983 0.086560000000000012 0.093575000000000019 0.090310000000000015 -0.014584999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 5 -5 7 8 -7 10 11 -10 13 14 15 -11 -17 -18 -14 -13
right_child=1 -3 3 4 -6 6 -8 -9 9 12 -12 19 18 -15 -16 16 17 -19 -20 -21
leaf_value=-0.00098579731960636292 -0.00078587554284285824 -0.00079529286414736138 0.00091211650456223317 -0.001174466719077802 0.00072120985200757604 -0.00071500852928179639 0.00094681739334178034 -0.00074100148539465408 -0.00034654043276127414 -0.00059026641370596748 -0.0010306690226833447 2.8313179610804458e-05 0.0012282864041974653 0.00064537911330115423 -0.00066143913961615858 0.0010897506903106229 -0.00047851268104746924 0.0005395989054617071 0.00025205093940235427 0.00076135025017562852
leaf_weight=0.0012069157447438241 0.0010458925311338475 0.0010321461698447184 0.0013623651744558386 0.0011142608731846684 0.001031142384690569 0.0011190749406490797 0.0010409536469449697 0.0012591461417452701 0.0015875797054580795 0.0010475154691816368 0.0011804911873368731 0.0015273928040971932 0.0010921096297743793 0.0019999261405718727 0.0011834312106510092 0.0012971200751300139 0.0010513090876975717 0.0010451112685561093 0.0010779297760725726 0.0014146023327084182
leaf_count=491 34 165 96 126 53 374 229 53 126 278 234 229 76 92 72 100 33 35 31 194
internal_value=0 2.52072e-05 6.12793e-05 0.000100779 4.83163e-05 1.36895e-05 8.36503e-05 3.34054e-05 9.20624e-05 0.000150315 -0.000113239 0.00012586 0.000303964 0.000178905 1.30381e-05 0.00019277 0.000434477 2.90381e-05 0.000743358 0.00038078
internal_weight=0 0.0245095 0.0234774 0.0224315 0.0210691 0.020038 0.0189237 0.0178827 0.0166236 0.0155045 0.00571007 0.00452957 0.00979445 0.00762441 0.00562449 0.00444106 0.00339354 0.00209642 0.00217004 0.002942
internal_count=3121 2630 2465 2431 2335 2282 2156 1927 1874 1500 783 549 717 610 518 446 168 68 107 423
is_linear=0
shrinkage=0.00160853


Tree=2148
num_leaves=19
num_cat=0
split_feature=1213 1374 1447 453 4 48 151 15 1 16 11 42 16 13 0 3 4 13
split_gain=0.000497425 0.000265566 0.00027383 0.000280005 0.00028918 0.000225924 0.000328657 0.00019937 0.000280817 0.000278187 0.000170988 0.000148225 0.000212084 0.000280684 0.000227742 0.000253882 0.000171194 0.000139078
threshold=-1.0000000180025095e-35 -0.094929999999999987 -1.0000000180025095e-35 1.0000000180025095e-35 0.27287000000000006 0.083985000000000018 -0.0039699999999999987 -0.016799999999999995 0.11785500000000002 -0.056919999999999991 0.08740500000000001 0.091545000000000015 0.22339500000000004 -0.084034999999999985 -0.077999999999999986 -0.059315 -0.10429499999999998 -0.011289999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 5 7 -7 9 11 -4 -6 12 13 -9 15 -15 -16 -8
right_child=1 2 3 -5 10 6 17 8 -10 -11 -12 -13 -14 14 16 -17 -18 -19
leaf_value=-0.0011430510331215493 -0.0007969775987449715 -0.00076360772216494169 0.00014635062566211246 -0.00074122705827382339 0.0011182600147894592 0.0010227558076358037 0.00050471372277885842 0.0009239505838568937 0.0010179518819753682 -0.00084725733826722372 0.00018294630903938495 -0.00049437105904370782 -0.00053584993520636615 -0.0010178213988087663 -5.2706695346705203e-05 0.000203420325118353 0.00098230858331182927 -0.00035557109885284914
leaf_weight=0.0011434621008264969 0.0010940816093469854 0.0011011803977516504 0.0017269539313984339 0.0010667765062457027 0.0015559267029589497 0.0018680717669649072 0.0010721816974914034 0.0015359312976321975 0.0010006222113272409 0.0018309620641813748 0.001020982137092119 0.0014474045535036173 0.0012385247869100002 0.001004339694218398 0.0010073354989736938 0.0011535430590678963 0.0010087658557829254 0.0013253300084914424
leaf_count=491 55 255 185 78 273 180 122 147 31 307 42 230 129 293 44 51 99 109
internal_value=0 5.69766e-05 9.95126e-05 0.000145068 0.000192827 0.000109794 0.000464292 -6.93372e-06 0.000128637 -0.000364976 0.000747685 2.26479e-05 0.000130346 0.000274849 3.59948e-05 -0.00036498 0.000465168 2.91535e-05
internal_weight=0 0.0230589 0.0219648 0.0208637 0.0197969 0.01722 0.00426558 0.0129544 0.00939647 0.00355792 0.00257691 0.00839584 0.00694844 0.00570992 0.00417398 0.00215788 0.0020161 0.00239751
internal_count=3121 2630 2575 2320 2242 1927 411 1516 1024 492 315 993 763 634 487 344 143 231
is_linear=0
shrinkage=0.00177594


Tree=2149
num_leaves=14
num_cat=0
split_feature=50 15 15 2 131 151 12 15 15 3 2 403 43
split_gain=7.4878e-05 0.000154761 0.000100096 0.000112297 9.16748e-05 0.000151049 0.000127849 0.000172061 0.000176964 0.000251637 0.000215144 0.000150056 0.000129996
threshold=0.10647500000000001 -0.24436499999999997 -0.11713499999999999 -1.0000000180025095e-35 0.088495000000000004 -0.08718999999999999 0.088305000000000008 0.024640000000000006 -0.016799999999999995 -0.012304999999999998 0.090675000000000019 0.092070000000000013 -0.078844999999999985
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 5 -5 7 8 10 -10 -7 12 -8
right_child=-2 2 3 4 -6 6 11 -9 9 -11 -12 -13 -14
leaf_value=0.0032300030811252224 -0.0022956734304579941 -0.0022540010486319078 0.0027618345972701521 0.0032362572114311506 -0.0022570190646563075 -0.0045460018061439745 0.0019771191264345653 -0.0034646137797832606 -0.0012132997996980688 0.0047827013084755544 0.00033207790776173548 0.0038568083706709351 -0.0013679153186219898
leaf_weight=0.0010896293218324573 0.0010171227948781092 0.0014607280477568025 0.001082492904681597 0.0010480487658425823 0.0013221225345759193 0.0010914491814340383 0.0015182855152112013 0.0015297568434701533 0.0010455108059713794 0.0010167956724778182 0.0017076961863652651 0.0010049503806301915 0.0019604433442499784
leaf_count=223 333 214 108 155 329 147 206 423 99 81 177 100 526
internal_value=0 0.000101923 -0.000113961 0.000104221 -0.000112981 0.00012477 -0.000175095 -0.000954459 -0.000164587 0.00174296 -0.00156999 0.000935841 9.20195e-05
internal_weight=0 0.0168779 0.0157883 0.0143276 0.0132451 0.0119229 0.0108749 0.00639121 0.00486145 0.00206231 0.00279915 0.00448368 0.00347873
internal_count=3121 2788 2565 2351 2243 1914 1759 927 504 180 324 832 732
is_linear=0
shrinkage=0.00858181


Tree=2150
num_leaves=22
num_cat=0
split_feature=1213 456 1374 457 11 158 13 52 0 48 403 15 16 4 0 4 1 42 0 2 43
split_gain=0.000447548 0.000299342 0.000290682 0.000331076 0.0003411 0.000270253 0.000208249 0.000453498 0.000304424 0.00031057 0.000198556 0.000284712 0.000315849 0.000228985 0.000248157 0.000210325 0.000202302 0.000185591 0.000176808 0.000161628 0.000149785
threshold=-1.0000000180025095e-35 0.087485000000000021 -0.094929999999999987 0.092360000000000012 0.088215000000000002 0.094245000000000009 -0.094514999999999988 0.10160000000000001 -0.019414999999999998 -0.084044999999999995 0.03138500000000001 -0.094549999999999981 -0.084119999999999986 0.04735000000000001 -0.10836499999999999 0.0061450000000000003 0.07863500000000001 0.086835000000000009 -0.11756999999999999 0.097845000000000015 -0.086304999999999979
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 6 7 18 9 -8 11 13 -13 -11 -15 16 -14 20 -4 -20 -10
right_child=1 -3 3 -5 -6 -7 8 -9 17 10 -12 12 15 14 -16 -17 -18 -19 19 -21 -22
leaf_value=-0.00098456389061692996 -0.00077383289866132235 -0.00082570844400891501 0.0002641970842105272 0.0010030118827280181 -0.00081490740920636012 -0.00072888618083207435 -0.00095505268476038323 -0.00046048676632845579 0.0012329690577122128 0.00096391029439429996 0.00062205369762997377 -0.00095072069491061208 0.00015535196467977727 -0.00039857457324138899 0.00053725011773315598 0.00042730106382326947 -0.00076923318189295201 -5.7283160728874573e-05 0.00059993894486330896 0.0014926768550289225 0.00034285204621032532
leaf_weight=0.0012938906667464547 0.0011115951435236573 0.0011107773810948842 0.0013387504188351329 0.0010891207921859261 0.0011868701643562565 0.0010307931883332807 0.001005909236867498 0.0011484774091296557 0.0010950833026441842 0.0010022975246545239 0.0013325180162295494 0.0015582729062340837 0.0012094796104934295 0.0016680897773696246 0.0015137442128437227 0.0015257112314709109 0.0014662405656055699 0.0010516251619140729 0.0011770183475186468 0.0010976304527450242 0.0010250640099574776
leaf_count=491 40 165 78 67 107 199 51 55 26 128 117 256 456 78 90 108 310 51 61 52 135
internal_value=0 2.41018e-05 6.24203e-05 0.000101939 5.81926e-05 0.000106965 0.000149585 0.000455573 5.52999e-05 -6.40601e-05 1.54211e-05 -6.58704e-05 -0.000307226 0.00026637 4.66401e-05 -6.85595e-05 -0.000351302 0.000517505 0.000746732 0.00103073 0.000802609
internal_weight=0 0.0257451 0.0246343 0.0235227 0.0224336 0.0212467 0.0202159 0.00476188 0.015454 0.0122823 0.0112764 0.00994384 0.0057597 0.00418413 0.00318183 0.00420143 0.00267572 0.00317177 0.0036134 0.00227465 0.00212015
internal_count=3121 2630 2465 2425 2358 2251 2052 246 1806 1594 1543 1426 1130 296 168 874 766 212 191 113 161
is_linear=0
shrinkage=0.00167351


Tree=2151
num_leaves=14
num_cat=0
split_feature=1 12 3 52 0 52 160 52 49 12 0 13 484
split_gain=8.17602e-05 0.000106856 0.000103315 0.00011882 9.04713e-05 8.46739e-05 0.000115486 0.000148333 0.000128889 0.000247358 0.000186353 9.22757e-05 5.90351e-05
threshold=0.12500000000000003 0.10866500000000003 0.13524500000000003 -0.11592499999999999 -0.053834999999999994 -0.081429999999999989 -1.0000000180025095e-35 0.10024500000000001 -0.043469999999999995 0.090020000000000017 -0.10224499999999999 -0.0087749999999999981 0.015535000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -2 -5 12 8 -8 10 -10 -12 -7
right_child=4 -3 -4 5 -6 6 7 -9 9 -11 11 -13 -14
leaf_value=-0.0022635060601977151 0.0023297997848228734 -0.0021057878160130224 0.0019197960880332058 0.0015570760476835402 -0.00025134835847424864 -0.0027626755155213496 0.0014068100087438822 0.0021067076120177648 -0.0018547748142327479 -0.0033842300294805424 0.0024393644254232182 -0.00014896684204057545 -0.00047466722533074643
leaf_weight=0.0011768356059239848 0.0013161378155711403 0.0012509511561558618 0.0011303398147870522 0.0013944977209927071 0.0011785768205901529 0.0010621147829081761 0.0015985191530561603 0.001446096085095272 0.0014954983824277991 0.0012736549881004339 0.0012757253974654903 0.0012472672578646288 0.0010048880005479599
leaf_count=443 163 201 67 204 116 441 114 174 127 349 303 173 246
internal_value=0 -0.000210375 -4.22788e-05 -0.000213207 0.00111039 -8.69696e-06 -0.00021857 0.000136422 -0.000277068 -0.000785692 3.7911e-05 0.0011598 -0.00165034
internal_weight=0 0.0153564 0.0141054 0.0129751 0.00249471 0.0117983 0.0104038 0.00833676 0.00689067 0.00529215 0.00401849 0.00252299 0.002067
internal_count=3121 2842 2641 2574 279 2131 1927 1240 1066 952 603 476 687
is_linear=0
shrinkage=0.0067667


Tree=2152
num_leaves=19
num_cat=0
split_feature=1213 124 42 1447 453 4 4 1374 160 12 52 42 2 16 16 1 4 1
split_gain=0.000437736 0.000306429 0.000297135 0.000278514 0.000290556 0.000433745 0.000233037 0.000256147 0.000207809 0.000210291 0.00023188 0.000231854 0.000232525 0.000289367 0.000295845 0.000234866 0.000166034 0.000125265
threshold=-1.0000000180025095e-35 0.11040000000000001 -0.11051499999999999 -1.0000000180025095e-35 1.0000000180025095e-35 0.27287000000000006 -0.49405499999999997 -0.094929999999999987 -0.091944999999999985 -1.0000000180025095e-35 -0.10925999999999998 0.091735000000000025 0.10699500000000002 -0.0007049999999999999 -0.083134999999999987 0.08844500000000001 0.0067750000000000006 0.111945
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 5 6 -5 -8 -9 -10 -11 12 13 14 15 -12 -16 -7
right_child=1 -3 3 4 -6 17 7 8 9 10 11 -13 -14 -15 16 -17 -18 -19
leaf_value=-0.0010882775853123688 -0.00091980691319273108 0.00095065682521528459 -0.00081921512207727058 -0.00061597204096310205 -0.00080464252927069969 0.00040204013143184901 -0.00075187528693937931 -0.00057603681234956558 -0.00036145870947837383 -0.00027652871609863585 0.00044607895099170989 -0.00032009388709991005 -7.3237308484104774e-05 0.0014549365113438407 -0.00046441854864263233 0.0014019488801589313 0.00048184190333051304 0.0011918252847398559
leaf_weight=0.0011282257203699539 0.0010613602208801231 0.0010298987398525408 0.0011247852671739068 0.0015787292257769458 0.0010871617184008411 0.0011875725527339389 0.0010283902408794185 0.0011067132399461008 0.0016975103502425695 0.0018032490031629897 0.0019750750304198799 0.0011729801853073716 0.0016735781515411219 0.0011314786630276675 0.0011394416933711987 0.0012870551152204257 0.0011094645474092335 0.0012491601371845615
leaf_count=491 130 30 245 129 77 71 52 245 181 294 208 237 80 63 281 44 33 230
internal_value=0 2.20302e-05 -2.06397e-05 2.40552e-05 7.09465e-05 0.000120679 2.05715e-05 8.70134e-05 0.000148213 0.000209918 0.00029581 0.000404574 0.000506788 0.000652925 0.000488263 0.000823212 2.40501e-06 0.000806913
internal_weight=0 0.0234436 0.0224137 0.0213523 0.0202276 0.0191404 0.0167037 0.0151249 0.0140965 0.0129898 0.0112923 0.00948907 0.00831609 0.00664252 0.00551104 0.00326213 0.00224891 0.00243673
internal_count=3121 2630 2600 2470 2225 2148 1847 1718 1666 1421 1240 946 709 629 566 252 314 301
is_linear=0
shrinkage=0.00174112


Tree=2153
num_leaves=13
num_cat=0
split_feature=1 151 123 50 3 2 3 52 48 13 16 0
split_gain=7.54076e-05 0.000116137 0.000110596 0.000121305 0.000121758 0.000126259 0.0002477 0.000142186 0.000145 0.000200343 0.000223511 0.000116428
threshold=0.14000500000000002 0.08357500000000001 1.0000000180025095e-35 0.088425000000000017 -0.15447499999999995 0.11389000000000002 0.10299500000000002 0.090245000000000006 0.085700000000000012 1.0000000180025095e-35 -0.056919999999999991 -0.10224499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 6 7 8 9 10 11 -6
right_child=-2 -3 -4 -5 5 -7 -8 -9 -10 -11 -12 -13
leaf_value=0.0018352917157423436 0.0017561310784038652 0.0022524200671537372 0.0019789406709943029 -0.002494781978448463 0.00069323734132590664 -0.0022621983265429927 0.0021377999047791974 -0.0029125007534139898 -0.0025099324496568568 -0.0027138131224198978 -0.00098073707878757691 0.0039051776192227643
leaf_weight=0.0013421422153644244 0.0011871346792298688 0.0010099866485112066 0.0010555257640658825 0.0014394859816080638 0.0011496240146180448 0.0018283323953864747 0.0019974967522160556 0.0013507464314232442 0.0012869477572361177 0.0010052217073532061 0.0018766386371884781 0.0012790618316446773
leaf_count=169 124 115 214 515 76 251 81 409 191 177 452 347
internal_value=0 -0.00015467 -0.000310399 -0.000476414 -0.0002549 -0.000493164 -0.000167961 -0.000747429 -0.000304161 0.000230382 0.000917802 0.0023848
internal_weight=0 0.0166212 0.0156112 0.0145557 0.0131162 0.0117741 0.00994574 0.00794824 0.00659749 0.00531055 0.00430532 0.00242869
internal_count=3121 2997 2882 2668 2153 1984 1733 1652 1243 1052 875 423
is_linear=0
shrinkage=0.00732449


Tree=2154
num_leaves=22
num_cat=0
split_feature=1213 128 456 13 13 40 47 50 1374 457 133 43 16 474 160 42 48 0 4 52 2
split_gain=0.000668696 0.000361989 0.000347677 0.000337072 0.000386463 0.000372715 0.000304028 0.000397892 0.000331244 0.000330098 0.000296227 0.000324036 0.000446846 0.0001883 0.000352554 0.000440722 0.000211588 0.000202419 0.000189501 0.000162935 0.000121766
threshold=-1.0000000180025095e-35 0.086435000000000012 0.087485000000000021 -0.53104499999999988 -0.39067499999999994 0.05433000000000001 0.13148500000000005 0.10647500000000001 -0.094929999999999987 0.092360000000000012 0.093615000000000018 -0.08287499999999999 0.15891500000000003 0.083855000000000013 -1.0000000180025095e-35 0.08623500000000002 0.085845000000000019 -0.14001499999999997 0.053180000000000012 -1.0000000180025095e-35 0.090310000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 -5 6 7 8 -6 10 11 19 13 14 -13 16 17 -16 -19 -10 -21
right_child=1 -3 -4 4 5 -7 -8 -9 9 -11 -12 12 -14 -15 15 -17 -18 18 -20 20 -22
leaf_value=-0.0011948536860468574 -0.00075712234066829505 -0.00092757914540484375 -0.00082717808176716577 0.00095579626884011236 -0.00065531437193398485 0.0010486089667274931 -0.00079512229450066202 -0.00092337066411938152 0.00016674291996703178 0.0010960500945825099 -0.00053115790620785874 -0.00057457475503677963 -0.00075042761600556548 0.00090832444436084159 0.00078394187711283508 0.0010918142663672386 -0.00051871289870122981 -0.00045042471578940658 0.00042426408465283784 0.0013067141179214064 0.0005517511872310377
leaf_weight=0.0012968908456411901 0.0011784864498074468 0.0010504950266058957 0.0011445333845474517 0.0015934591878077322 0.0013124015633358957 0.0011067495854439188 0.0011226327172693109 0.0010091584274291568 0.0012157610000750746 0.0011183965163841228 0.0015851914820288601 0.0015680497612600942 0.0015324356513686391 0.0010048512510035532 0.0013861635326612928 0.0015464373430475534 0.0012700001033134622 0.0013442319579090737 0.0014333565527992823 0.0011650059717387253 0.0012300333418891751
leaf_count=491 34 152 163 96 38 48 43 208 255 55 357 201 259 98 44 121 66 196 67 58 71
internal_value=0 3.54406e-05 7.45496e-05 0.000116295 0.000160013 0.000102245 5.19966e-05 0.000100218 0.000155421 0.000216571 0.000156158 0.000230295 8.84723e-05 0.000223042 0.000142487 0.00030357 7.92367e-05 0.000261619 9.52772e-07 0.000665703 0.000918984
internal_weight=0 0.0269178 0.0258673 0.0247228 0.0235443 0.0219509 0.0208441 0.0197215 0.0187123 0.0173999 0.0162815 0.0146963 0.0110855 0.00955309 0.00854824 0.00698019 0.00543375 0.00416375 0.00277759 0.0036108 0.00239504
internal_count=3121 2630 2478 2315 2281 2185 2137 2094 1886 1848 1793 1436 1052 793 695 494 373 307 263 384 129
is_linear=0
shrinkage=0.00167351


Tree=2155
num_leaves=13
num_cat=0
split_feature=1 0 4 15 151 150 151 16 51 51 4 160
split_gain=7.54309e-05 0.000147665 0.000223759 0.000142698 0.000102475 0.000157154 0.000148861 0.000120774 0.000194181 8.76176e-05 0.000144668 3.28538e-05
threshold=0.077565000000000009 0.024095000000000002 -0.49405499999999997 0.083935000000000023 0.056735000000000001 0.081835000000000019 -0.059889999999999992 -0.056919999999999991 -0.063174999999999995 0.084745000000000015 0.24564500000000003 -0.071139999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 -1 5 6 -2 9 11 10 -8 -9
right_child=4 2 -4 -5 -6 -7 7 8 -10 -11 -12 -13
leaf_value=-0.0033626031697585935 -0.002213147372252641 -0.0015378010622362701 0.0029704875123070973 -0.00035344787688620363 -0.0017068501528881349 0.002406555964117498 -0.00060882835657594158 0.0018234114919357621 -0.0026163254470388596 0.003237827542768319 0.0025982020342048529 -2.3224236168726665e-05
leaf_weight=0.0015152040657372351 0.0012618603701835002 0.0011918268981587765 0.001170855967787432 0.0019126253433705692 0.0012198250120402229 0.0019642407875054774 0.0017863180707474195 0.0010577742037604088 0.0013932539925145451 0.0010023111060999679 0.0013065449963381897 0.0010107597515992064
leaf_count=857 110 34 49 696 99 234 278 96 246 94 172 156
internal_value=0 -0.000712514 0.000696336 -0.00168359 0.000305327 0.000532953 0.00011564 0.000504501 -0.000502608 0.00135584 0.000745945 0.000921079
internal_weight=0 0.00579051 0.00236268 0.00342783 0.0120029 0.0107831 0.00881882 0.00755696 0.00346179 0.00409517 0.00309286 0.00206853
internal_count=3121 1636 83 1553 1485 1386 1152 1042 498 544 450 252
is_linear=0
shrinkage=0.00732449


Tree=2156
num_leaves=21
num_cat=0
split_feature=1213 128 1447 453 4 1374 158 52 39 457 42 133 156 43 12 12 52 1 1 47
split_gain=0.000484987 0.00031807 0.000286293 0.000324954 0.000497941 0.000281582 0.000275189 0.000297273 0.000303997 0.000244163 0.000268266 0.000279191 0.000344492 0.00022205 0.000149343 0.000157183 0.000109363 9.89488e-05 6.69608e-05 6.42984e-05
threshold=-1.0000000180025095e-35 0.086435000000000012 -1.0000000180025095e-35 1.0000000180025095e-35 0.27287000000000006 -0.094929999999999987 1.0000000180025095e-35 -0.24164999999999998 -1.0000000180025095e-35 0.088350000000000026 -0.091214999999999977 0.093615000000000018 0.080810000000000007 -0.075574999999999989 0.090020000000000017 0.051320000000000005 0.096795000000000006 0.111945 0.095285000000000022 0.090280000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 -4 7 19 -9 10 -10 12 13 16 15 18 -12 -6 -15 -7
right_child=1 -3 3 -5 17 6 -8 8 9 -11 11 -13 -14 14 -16 -17 -18 -19 -20 -21
leaf_value=-0.001037497947349537 -0.00073336175670220239 -0.00084525564430192404 -0.00070290591896522594 -0.00074658976011306849 0.0004916567510863043 -0.00067397417676250799 -0.00067366605221388411 -0.00058973477205614348 0.0010272366737800931 0.0010651285155938142 0.00046589026497118968 -0.00057989959168961715 -0.0005872312465890645 -5.9592296972800743e-05 -0.00023856259893448995 0.00088381883375918254 0.0011328844922518424 0.0011318705024291364 0.00038931492067674635 -0.00010578402418187063
leaf_weight=0.0011419664647736852 0.0010808776464577034 0.001015678225983147 0.00115141686239184 0.0010771601975162462 0.0011767093036088019 0.0010614744227966438 0.0010626010337914894 0.0010187709082960525 0.0010647308438287715 0.001053291678400293 0.0013785858404134774 0.0011185210263662823 0.0010799308787794457 0.0015846008484672386 0.0014657457239923566 0.0010920985907901526 0.0011808421530069835 0.0013313054882825928 0.0018794239688393333 0.0010015112471239984
leaf_count=491 243 152 53 78 74 242 203 29 84 63 179 253 165 55 186 140 80 235 66 50
internal_value=0 3.55324e-05 7.46668e-05 0.000114769 0.000159588 6.69645e-05 0.000118979 0.000171688 0.000256159 0.000322975 0.000256977 0.000180898 0.000268978 0.00037673 0.000208042 0.000351719 0.000773621 0.000831495 0.000183965 -0.000398137
internal_weight=0 0.0238753 0.0228596 0.0217787 0.0207016 0.0181935 0.0170421 0.0159795 0.0139165 0.0128978 0.0118445 0.0107797 0.00966123 0.0085813 0.00602187 0.00455612 0.00255943 0.00250801 0.00346402 0.00206299
internal_count=3121 2630 2478 2235 2157 1848 1795 1592 1300 1271 1208 1124 871 706 447 261 259 309 121 292
is_linear=0
shrinkage=0.00160853


Tree=2157
num_leaves=14
num_cat=0
split_feature=147 484 15 14 15 156 133 42 52 16 52 12 0
split_gain=7.57902e-05 0.000135209 0.000113566 0.000133598 8.72805e-05 0.000120447 9.66893e-05 0.000155657 0.00013517 0.000168109 0.000183649 7.00158e-05 0.000103372
threshold=0.087350000000000025 -0.0068949999999999992 -0.10653 -0.22253999999999999 -0.095869999999999983 0.08426500000000002 0.10722500000000001 -0.088934999999999986 -0.11183499999999999 0.19444000000000003 0.090245000000000006 0.088305000000000008 -0.11013499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 -4 6 7 -6 -9 10 11 12 -10
right_child=-2 2 4 -5 5 -7 -8 8 9 -11 -12 -13 -14
leaf_value=-0.0025611786388643914 0.001850340259016723 -0.00083938248297663097 -0.0020016422453231525 0.0023599215227140783 -0.0017585112659962323 -0.0021831338515163837 -0.0017972807105753467 -0.0014549277699757062 0.0021187710117884766 0.0037738633009526601 -0.0014034244523454965 0.0028234624383611474 -0.00092376704902997543
leaf_weight=0.0011112163937957329 0.0010472479923442071 0.0010144314859634358 0.0013389593803465856 0.001999940927574083 0.0013912155818918311 0.0012296588785800791 0.0011128715072096793 0.0011115257796647255 0.0013325001072161963 0.0011280794063638355 0.0015022818962988835 0.0014216031533092408 0.0010139965403200835
leaf_count=486 146 106 96 330 224 300 299 197 78 34 327 201 297
internal_value=0 -0.000141065 3.13563e-05 0.00128325 -0.000268555 -6.217e-05 0.00019827 0.000447763 0.000856473 0.001258 0.000719506 0.00156588 0.000803993
internal_weight=0 0.0167083 0.0155971 0.00301437 0.0125827 0.0112437 0.0100141 0.0089012 0.00750999 0.00639846 0.00527038 0.0037681 0.0023465
internal_count=3121 2975 2489 436 2053 1957 1657 1358 1134 937 903 576 375
is_linear=0
shrinkage=0.00718087


Tree=2158
num_leaves=13
num_cat=0
split_feature=403 403 0 4 157 1 14 13 4 1 47 2
split_gain=8.01441e-05 0.00010419 0.000110895 0.000150678 0.000174323 0.000135021 0.000126847 0.000168842 0.000116089 0.000157169 9.73328e-05 0.000178313
threshold=0.096440000000000012 0.03138500000000001 0.15398500000000004 -0.064804999999999988 -0.074224999999999985 0.079415000000000013 -0.10708499999999999 -0.084154999999999994 -0.14098499999999997 0.080585000000000004 0.096300000000000011 0.089885000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 8 -5 -6 -7 -8 9 -1 11 -9
right_child=-2 -3 -4 4 5 6 7 10 -10 -11 -12 -13
leaf_value=0.0015556688546632905 -0.0020660367078993236 0.0024185941660082567 0.0023077883392887896 0.0032899571089334409 -0.0021087818152445512 -0.0021197445582777801 0.0029191304999091716 -0.0010350928168520299 -0.0037374374968569364 -0.0026319599668042418 -0.0014200257214155097 0.002358174824807509
leaf_weight=0.0010272729075535558 0.0010881094167241373 0.0011039128511013954 0.001114828377247191 0.00100172310810404 0.0016972259018911287 0.0011332701251277255 0.0015836141254739989 0.0017667032508863357 0.001114468108396347 0.0011450456223419392 0.0018404026389681472 0.0019889604921254581
leaf_count=67 233 143 47 315 598 93 209 185 724 217 128 162
internal_value=0 0.000111828 -5.33823e-05 -0.000237476 0.000198447 -0.000110922 0.000296974 0.000678439 -0.00169797 -0.000651662 4.43518e-05 0.000761946
internal_weight=0 0.0165174 0.0154135 0.0142987 0.0110119 0.0100102 0.00831295 0.00717968 0.00328679 0.00217232 0.00559607 0.00375566
internal_count=3121 2888 2745 2698 1690 1375 777 684 1008 284 475 347
is_linear=0
shrinkage=0.00777281


Tree=2159
num_leaves=14
num_cat=0
split_feature=1 12 47 3 43 157 15 16 12 52 160 16 0
split_gain=8.50166e-05 9.48821e-05 0.00010671 8.13676e-05 0.000138974 0.000112353 0.000137178 0.000119317 0.000123577 0.000171831 0.000101305 0.00011045 7.52681e-05
threshold=0.12500000000000003 0.10866500000000003 0.10621500000000002 0.13524500000000003 0.097930000000000017 -1.0000000180025095e-35 -0.10653 0.19444000000000003 0.089735000000000023 0.084240000000000023 0.086075000000000013 -0.082404999999999992 -0.053834999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 -1 -7 8 9 10 11 -8 -2
right_child=12 -3 -4 -5 -6 6 7 -9 -10 -11 -12 -13 -14
leaf_value=-0.0015886394810254716 0.0025750729212323025 -0.0022698169692315076 -0.002385134922828349 0.0022086840064707756 -0.002675010349630112 0.003038186066144396 0.0024556031132204116 0.0025658034921621255 0.0015503537063673485 -0.0036085456757986006 -0.0018579666890676924 -0.00063772353913189655 -8.9118842006825425e-05
leaf_weight=0.0016788094576113558 0.0012774817935286426 0.0012232771269935676 0.0010540845248637474 0.001014088740367348 0.001058356868323008 0.0011326669156872639 0.0012179792427028224 0.0010694720126915441 0.0017788908395457506 0.0010027786102856512 0.0012660758209340067 0.001490674845935765 0.0011888776063432504
leaf_count=465 163 201 137 62 168 172 182 182 500 387 142 244 116
internal_value=0 -0.000235971 -5.5211e-05 0.000138021 -4.15182e-05 0.0002205 0.000559528 0.000200783 -0.000173577 -0.000789685 -7.85189e-05 0.000753228 0.00129083
internal_weight=0 0.0149872 0.0137639 0.0127098 0.0116957 0.0106373 0.00895854 0.00782587 0.0067564 0.00497751 0.00397473 0.00270865 0.00246636
internal_count=3121 2842 2641 2504 2442 2274 1809 1637 1455 955 568 426 279
is_linear=0
shrinkage=0.0076204


Tree=2160
num_leaves=20
num_cat=0
split_feature=1213 124 42 42 483 133 1374 457 159 51 52 151 159 0 4 15 0 0 16
split_gain=0.000520074 0.000314236 0.000314278 0.000357746 0.000261918 0.000240618 0.000258667 0.00032816 0.000250033 0.00034642 0.000201475 0.000337341 0.000239276 0.000247158 0.000486037 0.000178243 0.000283454 0.000461685 9.31167e-05
threshold=-1.0000000180025095e-35 0.11040000000000001 -0.11466499999999999 -0.091214999999999977 0.088070000000000009 0.10722500000000001 -0.094929999999999987 0.088350000000000026 -0.032739999999999991 0.078435000000000019 0.11434500000000002 -0.083919999999999981 0.091530000000000014 -0.062294999999999996 -0.46376499999999993 -0.10469999999999999 -0.10011499999999998 -0.13455999999999999 -0.069144999999999984
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 5 6 -5 8 -8 10 11 -10 13 15 -15 -13 17 -17 -11
right_child=1 -3 3 4 -6 -7 7 -9 9 18 -12 12 -14 14 -16 16 -18 -19 -20
leaf_value=-0.0010168350141542216 -0.00085808553472582999 0.00086900123034703214 0.0008652197276707871 -0.00066586404727083227 -0.0007847336312681078 -0.00068358836273578569 -0.00067526576996989555 0.00084793859585323319 -0.00064178143848071226 0.00087830774210075177 -0.0006632361392662475 -0.00032990946867644431 -0.00048160186935890047 -0.00024598089928884519 0.0010885321643651098 -0.00021891901292303234 -0.00025129301832564057 0.0011619803458874668 0.00026062721059315341
leaf_weight=0.001232979865661398 0.001027662198386097 0.0010688731661530329 0.0012170673021802683 0.001124823963982279 0.0010424844040310818 0.0011226365327630444 0.0010983334489075769 0.0013960322209250883 0.001499335011471468 0.0015429646885878889 0.0010509283829890645 0.0019286413881715132 0.0012728155585409956 0.0010452070014626003 0.0019355433958216798 0.0010295663478885331 0.0016733590849146622 0.001450249414618905 0.001000531111449072
leaf_count=491 123 30 109 51 262 302 216 93 162 142 77 143 159 92 126 58 378 42 65
internal_value=0 3.27872e-05 -5.31495e-06 3.3755e-05 -1.39481e-05 2.5888e-05 6.77018e-05 0.000113738 5.17221e-05 0.000103473 -1.51021e-06 5.72514e-05 0.000158659 0.000248582 0.000620582 6.62613e-05 0.000250234 0.000588661 0.000635332
internal_weight=0 0.0245271 0.0234582 0.0224305 0.0212135 0.020171 0.0190483 0.0179235 0.0165275 0.0154291 0.0128856 0.0118347 0.0103354 0.00906257 0.00298075 0.00608182 0.00415317 0.00247982 0.0025435
internal_count=3121 2630 2600 2477 2368 2106 1804 1753 1660 1444 1237 1160 998 839 218 621 478 100 207
is_linear=0
shrinkage=0.00157699


Tree=2161
num_leaves=20
num_cat=0
split_feature=124 42 1213 1456 123 4 453 160 16 15 1374 457 50 12 4 1 12 0 52
split_gain=0.000560768 0.000384699 0.000400857 0.000385938 0.000285555 0.000351076 0.000325667 0.000271841 0.000541984 0.000299908 0.000248821 0.000258566 0.000251275 0.000222059 0.000214785 0.00041743 0.000320001 0.000268013 0.000265391
threshold=0.11040000000000001 -0.11466499999999999 -1.0000000180025095e-35 -1.0000000180025095e-35 1.0000000180025095e-35 -0.49405499999999997 1.0000000180025095e-35 -1.0000000180025095e-35 -0.013324999999999998 -0.0088349999999999974 -0.094929999999999987 0.088350000000000026 0.088280000000000011 -1.0000000180025095e-35 0.076415000000000025 0.092695000000000013 0.084225000000000008 -0.11756999999999999 0.08976000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 5 -5 7 8 -7 -10 -9 12 13 -12 15 16 -15 -16 -18
right_child=-2 2 3 4 -6 6 -8 10 9 -11 11 -13 -14 14 17 -17 18 -19 -20
leaf_value=-0.00095539985426270561 0.00099467711267115042 -0.00088625717384371513 -0.000919202375977336 -0.00068658931088627921 0.00067888618530817263 -0.0011694140657895163 -0.00078655883676557558 -0.00050139659387122984 -0.00046407046731776084 0.00061638459452529313 -0.0005600544038662377 0.00095088603808686175 0.00084705134500670369 0.00081643830972694088 6.30214276412925e-05 -0.00057131435723757487 -0.0005472615058577802 0.0008997432317489301 0.00043359342599737601
leaf_weight=0.0011163422197288516 0.0012450588989731384 0.0012340445333888497 0.0010054297062792516 0.0015933842887516604 0.001650419958592878 0.0010985619220487894 0.0010080705558161976 0.0010865397415855691 0.0011082335381128877 0.0013772289773566751 0.0010261138690266939 0.0012057207222450775 0.00128605942387268 0.0016837365188533439 0.0017811555130724521 0.0019537322976712623 0.0012907875864370116 0.0018818431534131097 0.0013479438406762689
leaf_count=159 30 455 241 127 239 310 64 25 190 119 93 64 184 56 67 130 316 100 152
internal_value=0 -6.77124e-05 -2.74605e-05 1.7859e-05 5.99577e-05 1.06795e-05 6.87394e-05 0.000116302 -0.000265085 0.000134625 0.000210288 0.00026775 0.000200519 0.000124691 0.000195384 2.17541e-05 0.000289818 0.000492882 -4.62111e-05
internal_weight=0 0.0257353 0.024619 0.023385 0.0223795 0.0207291 0.0191357 0.0181277 0.00358402 0.00248546 0.0145436 0.0134571 0.0122514 0.0109653 0.0099392 0.0062762 0.00432247 0.003663 0.00263873
internal_count=3121 3091 2932 2477 2236 1997 1870 1806 619 309 1187 1162 1098 914 821 654 524 167 468
is_linear=0
shrinkage=0.00154607


Tree=2162
num_leaves=13
num_cat=0
split_feature=1 48 151 15 43 130 43 16 0 0 52 16
split_gain=7.68482e-05 0.000146717 0.00018014 0.00015971 0.000104332 0.000154469 0.000264786 0.000145077 0.000138053 0.000109935 0.000101342 0.000100259
threshold=0.14000500000000002 0.12649500000000002 0.06617000000000002 0.091915000000000011 0.16180500000000003 -0.0015749999999999998 -0.16318499999999997 0.15891500000000003 -0.076899999999999982 -0.10151999999999999 -0.0064899999999999992 -0.36241499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 -1 -7 8 9 10 -8 -12
right_child=-2 -3 -4 -5 -6 6 7 -9 -10 -11 11 -13
leaf_value=-0.0022027302850929284 0.0015695203028682602 -0.0025453958112591915 0.0025953321963118232 -0.0024599399055081953 -0.0019232607025940207 0.0032504942056952079 -0.00062310395299968488 -0.0016602710098100951 0.0020237774231755307 -0.0014752629622889805 1.4047904054194209e-05 0.0025321477148000752
leaf_weight=0.0010283433912207486 0.0012022287760556144 0.0010021296774485036 0.0010713893172112085 0.0011815686922830452 0.0010565087124312792 0.0012509105758866683 0.0019918439579463265 0.0016905512702923347 0.0017984934376017447 0.0016270737469454184 0.0012954954807461241 0.0013827626534119765
leaf_count=258 124 81 119 456 154 121 120 358 263 864 129 74
internal_value=0 -0.000134137 2.30273e-05 -0.000169648 3.65814e-05 0.000208194 0.000432823 7.26581e-05 0.000434531 -1.93625e-05 0.000487876 0.00131412
internal_weight=0 0.0163771 0.0153749 0.0143036 0.013122 0.0120655 0.0110371 0.00978622 0.00809567 0.00629718 0.0046701 0.00267826
internal_count=3121 2997 2916 2797 2341 2187 1929 1808 1450 1187 323 203
is_linear=0
shrinkage=0.00650394


Tree=2163
num_leaves=13
num_cat=0
split_feature=4 13 43 39 48 48 51 1 42 4 0 15
split_gain=7.40779e-05 0.000150127 0.000136764 0.00028277 0.000200461 0.000136683 0.000180072 0.000148168 0.000176414 0.000133613 0.000122703 0.000134977
threshold=-0.51843499999999987 -0.23438999999999996 -0.27207999999999993 0.085060000000000011 0.11951500000000001 0.092475000000000016 0.08955500000000001 0.111945 0.086325000000000013 0.08184000000000001 -0.11991499999999998 0.083935000000000023
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 5 6 7 8 9 10 -4 -12
right_child=1 2 3 -5 -6 -7 -8 -9 -10 -11 11 -13
leaf_value=-0.0021335764448606465 0.0022965658517755594 -0.0029356300189885103 0.0026940568734218702 0.0041616183626536109 -0.0035614369645464833 0.0024714891949918034 -0.0033287905973851031 0.0022974862611926943 -0.0027420455156891934 -0.0021925843455687655 -0.0014120678784059456 0.0022189682598651511
leaf_weight=0.001020527796681491 0.0018278677922145938 0.0010767567839889977 0.0016165523921758433 0.0010160538786522467 0.0011060604457476817 0.001339186010075045 0.0011242655784029299 0.0016447908690869484 0.0016207771697072243 0.0011367912969165728 0.0018361885005991766 0.0010537016380106935
leaf_count=65 162 132 103 268 69 166 223 146 729 107 527 424
internal_value=0 0.000111957 -0.00016209 5.9219e-05 -0.000274821 4.48337e-05 -0.00027907 0.000105797 -0.000390468 0.000284922 0.000909895 -8.81322e-05
internal_weight=0 0.016399 0.0145711 0.0134944 0.0124783 0.0113723 0.0100331 0.0089088 0.00726401 0.00564323 0.00450644 0.00288989
internal_count=3121 3056 2894 2762 2494 2425 2259 2036 1890 1161 1054 951
is_linear=0
shrinkage=0.00808683


Tree=2164
num_leaves=14
num_cat=0
split_feature=1 376 48 12 48 51 4 3 4 52 52 16 13
split_gain=6.91898e-05 8.43685e-05 9.90128e-05 0.000116498 0.000169905 9.41102e-05 9.86308e-05 0.000121873 0.000234737 0.000116782 0.000127707 0.000163572 0.000104056
threshold=0.13869000000000004 0.048375000000000008 0.11951500000000001 -0.042789999999999988 0.096390000000000017 0.08955500000000001 0.0067750000000000006 -0.10519499999999998 0.23246000000000003 -0.088204999999999992 0.090245000000000006 -0.083134999999999987 -0.013024999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 6 9 -8 12 -5 11 -11 -9
right_child=-2 -3 -4 4 -6 -7 7 8 -10 10 -12 -13 -14
leaf_value=-0.0025184481583172694 0.0016802189050247897 0.0019151800534630348 -0.0024908246239617273 -0.0028466763219775508 0.0029069207589564705 -0.0019787931259111855 0.003115093777458069 3.5289474007794625e-05 -0.0022778661454518757 0.0023470622892569431 -0.0018582726610776857 -0.001131353530943485 0.0031945371668416224
leaf_weight=0.0010479437877845528 0.0012446670366537153 0.0010342603548964798 0.001061144875455943 0.0010552457009172095 0.0010808220284823653 0.001438170538059458 0.0010409870900948553 0.0011381378521741932 0.0013360536481296093 0.0016875893578854615 0.0015206626490114339 0.0013648266581150125 0.0011906845331883589
leaf_count=168 139 144 79 382 157 281 99 179 114 301 416 578 84
internal_value=0 -0.000148482 -0.000291132 -0.000123218 7.20694e-05 -0.000188199 6.09916e-05 0.000859199 0.000218425 -0.000606392 -8.9443e-05 0.000791758 0.00165056
internal_weight=0 0.0159965 0.0149623 0.0139011 0.0128532 0.0117724 0.0103342 0.00470586 0.00366488 0.00562832 0.00457308 0.00305242 0.00232882
internal_count=3121 2982 2838 2759 2591 2434 2153 476 377 1677 1295 879 263
is_linear=0
shrinkage=0.00747098


Tree=2165
num_leaves=13
num_cat=0
split_feature=41 2 484 457 48 15 130 3 42 15 2 52
split_gain=6.79685e-05 0.000106283 6.65003e-05 0.000135971 0.000109297 0.00012034 9.57054e-05 0.000150794 0.000140104 8.90894e-05 0.000140698 0.000120151
threshold=0.078475000000000017 -0.0091949999999999983 -0.0068949999999999992 -0.0029299999999999994 0.093265000000000015 0.091915000000000011 -0.0015749999999999998 -0.10023499999999998 0.088575000000000015 -0.016799999999999995 0.084055000000000005 -0.066844999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 5 6 -5 -8 9 11 -11 -9
right_child=-2 2 3 4 -6 -7 7 8 -10 10 -12 -13
leaf_value=0.0020521844631185291 -0.0015771601842694094 -0.0015479005477743138 -0.0021301256671836448 -0.0014803507896459492 0.0015867037361282144 -0.0019406818179131058 0.002107342643671141 -0.0017884404578883007 -0.0020268863258216196 0.0028491182664197798 7.4643860358426358e-05 0.00076334506460511012
leaf_weight=0.0010080050896914333 0.0010200308349321832 0.0010683301143535615 0.0010177052206816065 0.0011447797212599817 0.0020003706994884242 0.0011233540287726865 0.0017085583660773644 0.0012881560651927769 0.0010869710398510035 0.0011838003479408468 0.0018010186788094684 0.001638065622226354
leaf_count=158 148 483 148 247 197 369 171 164 317 114 344 261
internal_value=0 8.69708e-05 -4.45564e-05 7.02219e-05 0.000242807 -2.1464e-06 0.000218906 0.000442332 3.58208e-05 0.000415128 0.00117502 -0.00035998
internal_weight=0 0.0160691 0.0150611 0.0139928 0.0129751 0.0109747 0.00985135 0.00870657 0.00699801 0.00591104 0.00298482 0.00292622
internal_count=3121 2973 2815 2332 2184 1987 1618 1371 1200 883 458 425
is_linear=0
shrinkage=0.00625138


Tree=2166
num_leaves=14
num_cat=0
split_feature=1 43 43 3 52 0 49 16 0 49 3 4 3
split_gain=6.63621e-05 8.67829e-05 0.000285844 9.29334e-05 8.35567e-05 0.000204033 0.000139357 9.31381e-05 0.000144699 7.70369e-05 0.000146395 0.000156612 0.000200225
threshold=0.10089500000000001 -0.083134999999999987 -0.0037449999999999996 -0.084074999999999997 -0.28430999999999995 -0.036484999999999997 -0.043469999999999995 -0.071854999999999988 -0.14920999999999998 -0.069799999999999987 0.092670000000000016 0.053180000000000012 -0.078724999999999976
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 -1 -2 6 -6 8 -8 -4 11 12 -11
right_child=4 2 9 -5 5 -7 7 -9 -10 10 -12 -13 -14
leaf_value=-0.00035042909675512852 -0.0016256873322716208 -0.005407461425358728 -0.0024190920797198161 0.0030429752060741788 0.0030299491448470151 0.0048268651336834832 -0.0017448122917556844 -0.0024695373014372002 0.002789689148792439 0.00032618237397246086 0.0025832763935414518 0.0017885281407421369 -0.0052843785994164056
leaf_weight=0.0019561690725386528 0.0011109124274448767 0.001058108499292814 0.0011223312027910382 0.0010175392323780869 0.0011926358169516149 0.0010081084118039275 0.0011560823096807213 0.0013373817651990416 0.0011788071311905814 0.0011143157348723169 0.0015073199197686016 0.001199990348954405 0.0010018620670482082
leaf_count=475 115 927 57 163 144 146 80 154 141 301 86 97 235
internal_value=0 -0.000492758 -0.00104619 0.000810721 0.000664709 0.00109795 0.000325242 -0.00055316 0.000544505 -0.00027006 0.000229977 -0.000839684 -0.00233003
internal_weight=0 0.00997764 0.00700393 0.00297371 0.00698393 0.00587302 0.00486491 0.00367227 0.00233489 0.00594582 0.00482349 0.00331617 0.00211618
internal_count=3121 2341 1703 638 780 665 519 375 221 776 719 633 536
is_linear=0
shrinkage=0.00910708


Tree=2167
num_leaves=17
num_cat=0
split_feature=1213 124 4 403 42 160 474 3 457 151 43 4 4 3 1 43
split_gain=0.000423397 0.000171709 0.000192856 0.000263767 0.00045834 0.000226305 0.000385658 0.00029145 0.000263769 0.000260005 0.000243777 0.000395324 0.000279761 0.000223568 0.000213429 8.7627e-05
threshold=-1.0000000180025095e-35 0.10093000000000002 -0.49405499999999997 0.03138500000000001 -1.0000000180025095e-35 -1.0000000180025095e-35 0.084660000000000027 0.084940000000000015 -0.0029299999999999994 -0.090369999999999992 -0.074359999999999996 0.24564500000000003 0.033845000000000007 0.096675000000000011 0.093205000000000024 -0.088909999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 -4 6 7 -6 -7 -10 15 12 13 -12 -14 -11
right_child=1 -3 3 -5 5 8 -8 -9 9 10 11 -13 14 -15 -16 -17
leaf_value=-0.0010865869488012054 -0.00056182623194530007 0.00072698216370528851 -0.00085996734522274948 0.00064662970989599596 -0.0013433347358278098 -0.00058741068186732792 0.00051378645278238604 -0.00012802278904877333 -0.00053101401470548879 0.00050627957148545281 -0.00011629439673390641 0.0010068939134357515 3.8368400201119385e-05 0.00072935491638616453 -0.0010577674036373512 0.0011603542544023795
leaf_weight=0.0010177898906345425 0.0016046168938039776 0.001010775562198806 0.0016812472403395272 0.001964293889998219 0.0010964067781249363 0.0011418035301877802 0.0011232003437619681 0.001208971010978388 0.0010479462163484063 0.0011802236582895004 0.0018939069655055209 0.0014391108928229236 0.001063810105898233 0.0017551025647892793 0.001008036641444221 0.0012073501894834136
leaf_count=491 152 45 504 199 459 125 176 56 74 88 274 127 41 68 25 217
internal_value=0 4.02225e-05 6.22172e-06 5.46763e-05 -1.43426e-05 7.9401e-05 -0.000306405 -0.000706009 0.000192099 0.000276101 0.000364691 0.000207183 6.01139e-06 0.000290446 -0.000494946 0.000837033
internal_weight=0 0.0214268 0.020416 0.0188114 0.0168471 0.0151659 0.00342858 0.00230538 0.0117373 0.0105955 0.00954754 0.00715997 0.00572086 0.00364901 0.00207185 0.00238757
internal_count=3121 2630 2585 2433 2234 1730 691 515 1039 914 840 535 408 342 66 305
is_linear=0
shrinkage=0.00170698


Tree=2168
num_leaves=20
num_cat=0
split_feature=1213 456 1374 457 11 43 43 133 0 0 13 13 13 4 160 16 2 2 0
split_gain=0.000426036 0.000237601 0.000221686 0.00033102 0.000331124 0.000196735 0.000384646 0.00023694 0.000263271 0.000365677 0.000377527 0.000180506 0.000386147 0.000214828 0.000280673 0.000223809 0.000187405 0.00021043 0.000108486
threshold=-1.0000000180025095e-35 0.087015000000000023 -0.094929999999999987 0.088350000000000026 0.088215000000000002 -0.063379999999999978 -0.0037449999999999996 0.090310000000000015 -0.019414999999999998 -0.10474999999999998 -0.0093149999999999986 -0.095304999999999987 -0.49353499999999995 -0.031404999999999995 -0.081069999999999989 -0.040964999999999994 0.11093500000000002 0.079055000000000014 -0.084269999999999984
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 7 -7 8 9 -4 -11 12 -8 15 -15 -13 17 -16 -14
right_child=1 -3 3 -5 -6 6 11 -9 -10 10 -12 13 18 14 16 -17 -18 -19 -20
leaf_value=-0.00093286956666986253 -0.0006227353915285545 -0.00070117928939205233 0.00090685483729824031 0.00088086277663962896 -0.00079210026486213354 -0.00091030705824781712 -0.00034763960889390324 -0.00029336524229801539 0.0010221349890273991 0.00037832459007312115 -0.00082643604223004027 3.5745116867355776e-05 0.00035211768210056542 0.00075715459272882252 -0.0003862735489624583 -0.00093380111615177141 -0.00060154813121564071 0.00050729370087762788 0.0010180530900151777
leaf_weight=0.0011498378115509375 0.001064909212134423 0.0010112477000398237 0.0013352156727691605 0.0012230001055343739 0.0010517347228311538 0.0010550748465340811 0.0012413525705668171 0.0012502863146124799 0.001430495874171823 0.0016093648732110402 0.0010131179229831214 0.0010995715383641464 0.0010658452016791831 0.0012037985820129472 0.0010795495213422514 0.0011796788031438205 0.0012109701213452451 0.0015126154985243279 0.0012954654324655529
leaf_count=491 40 177 95 93 107 352 62 295 82 438 142 173 98 66 52 139 72 95 52
internal_value=0 3.15274e-05 6.53266e-05 0.000100457 5.18462e-05 9.96122e-05 -1.8986e-05 0.000312993 0.000453694 0.000248233 -8.70987e-05 6.73786e-05 0.000350466 -7.25946e-05 0.000106521 -0.000466066 -9.94227e-05 0.000135153 0.000717464
internal_weight=0 0.0229333 0.021922 0.0208571 0.0196341 0.0185824 0.0119439 0.00663848 0.00538819 0.0039577 0.00262248 0.0108888 0.00360266 0.00728618 0.00500693 0.00227925 0.00380314 0.00259217 0.00236131
internal_count=3121 2630 2453 2413 2320 2213 1161 1052 757 675 580 809 212 597 285 312 219 147 150
is_linear=0
shrinkage=0.00154607


Tree=2169
num_leaves=20
num_cat=0
split_feature=1213 1374 457 11 1447 50 13 4 132 13 39 48 0 12 0 52 2 43 2
split_gain=0.000414118 0.000316831 0.000272779 0.000331839 0.000219744 0.00025771 0.000142852 0.000328057 0.000295126 0.000173984 0.000215992 0.000218449 0.000215879 0.000198581 0.000190283 0.000162953 0.000277741 0.000114654 0.000104323
threshold=-1.0000000180025095e-35 -0.094929999999999987 0.088350000000000026 0.088215000000000002 -1.0000000180025095e-35 0.099210000000000007 -0.082014999999999991 0.24564500000000003 0.080640000000000017 -0.015874999999999997 0.0046100000000000004 0.085845000000000019 -0.22491999999999998 0.088930000000000023 -0.10011499999999998 -0.031059999999999997 0.10613000000000002 -0.014584999999999999 0.079055000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 -3 6 7 15 9 -8 11 12 -11 14 18 -6 -17 -15 -14
right_child=1 2 -4 -5 5 -7 8 -9 -10 10 -12 -13 13 17 -16 16 -18 -19 -20
leaf_value=-0.00090580727731056471 -0.00076917298659317287 -0.00061322946561529227 0.00067485163875703465 -0.00080261342921807263 0.00055527029113497221 0.00072026434502306597 -0.00059906920579581055 0.00098771819455861537 0.00069221093823269267 0.00056099006645740938 0.00051183530180665148 -0.00071417078168996122 0.00024265371141712363 -0.00014184090085764413 -0.000823229977325429 0.0002834637961245953 -0.0006405429536849534 0.0005536241889112334 -0.00044058663337744985
leaf_weight=0.0011411747312208833 0.0010893348178084841 0.0010364996978162273 0.0015812597159048916 0.0010643132707965899 0.0011323557453650976 0.0014381545305351953 0.0014787069750610256 0.0011218250197783594 0.0011482561687479473 0.001182522197908039 0.0013899878738231558 0.0012623757277236969 0.0010532638320341868 0.0010908292097457917 0.0013480714884402042 0.0017187943723739529 0.0013224092624355421 0.0010876529154825593 0.0010017815083358528
leaf_count=491 55 252 116 109 174 267 439 135 153 42 134 78 12 102 183 204 29 111 35
internal_value=0 2.91454e-05 6.78663e-05 2.1894e-05 6.61837e-05 0.000103688 5.25463e-05 0.000260031 -3.86829e-05 -0.000115713 -3.98092e-05 -0.00013534 -2.73141e-05 -0.000151953 -0.0003807 6.44341e-05 -0.000118323 0.000205385 -9.04083e-05
internal_weight=0 0.0235484 0.0224591 0.0208778 0.0198135 0.018777 0.0173388 0.00529538 0.0120434 0.0108952 0.00941648 0.0080265 0.00676412 0.0055816 0.00340312 0.00417356 0.0030412 0.00217848 0.00205505
internal_count=3121 2630 2575 2459 2350 2098 1831 542 1289 1136 697 563 485 443 230 407 233 213 47
is_linear=0
shrinkage=0.00151575


Tree=2170
num_leaves=12
num_cat=0
split_feature=11 43 15 0 42 43 13 13 0 48 1
split_gain=7.01735e-05 8.56695e-05 0.000168439 0.000137789 0.000223979 0.000108397 0.000103849 0.000159961 0.000105848 0.00014164 0.000132601
threshold=0.081790000000000015 -0.052894999999999991 -0.08730499999999998 -0.019414999999999998 0.091295000000000015 -1.0000000180025095e-35 -0.099939999999999987 -0.49353499999999995 -0.10011499999999998 0.086035000000000014 0.092695000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 -4 -3 7 -7 9 10 -8
right_child=-2 5 3 -5 -6 6 8 -9 -10 -11 -12
leaf_value=0.002816870787979848 -0.0015548010247375438 -0.0023629557355780212 -0.0021859401334685196 0.0017969136499830605 0.0017429724080164667 -0.0010175372220620474 0.0024447165843931909 0.0024098187290822648 -0.0018219811313381748 -0.0014534431899990514 -0.00049451089797093067
leaf_weight=0.0013927523252903144 0.0012535525387121762 0.0010153899667309481 0.0018199688088824384 0.0014691897009345397 0.0010463458863011338 0.0010097023794668064 0.0014371374744146506 0.0016302216973619601 0.0019280599629896058 0.0017296340758186091 0.0013754288810758908
leaf_count=422 175 569 642 102 221 71 81 167 523 76 72
internal_value=0 0.000108292 0.000769627 0.000111963 -0.000751694 -0.000265839 -3.2102e-05 0.00109894 -0.000493579 7.02973e-05 0.00100735
internal_weight=0 0.0158538 0.00572826 0.0043355 0.00286631 0.0101256 0.00911018 0.00263992 0.00647026 0.0045422 0.00281257
internal_count=3121 2946 1387 965 863 1559 990 238 752 229 153
is_linear=0
shrinkage=0.0067667


Tree=2171
num_leaves=17
num_cat=0
split_feature=1213 1374 457 124 484 15 11 3 16 49 48 13 13 0 43 0
split_gain=0.00043054 0.000228334 0.000220645 0.00019989 0.000246903 0.00024529 0.000297839 0.000209626 0.000337493 0.000372659 0.000274857 0.00022509 0.000215286 0.000214493 0.000141219 8.68816e-05
threshold=-1.0000000180025095e-35 -0.094929999999999987 0.088350000000000026 0.093335000000000015 -0.0068949999999999992 -0.24436499999999997 0.080455000000000013 0.088060000000000013 0.22339500000000004 -0.006494999999999999 0.082620000000000013 -0.094514999999999988 -0.063184999999999977 -0.077809999999999976 -0.053764999999999993 -0.10607499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 -3 -6 7 10 9 -9 11 -7 -13 15 -15 -14
right_child=1 2 -4 -5 5 6 -8 8 -10 -11 -12 12 13 14 -16 -17
leaf_value=-0.0010189324011318974 -0.00070487211358919138 -0.00071429670474578615 0.00067204679106802351 0.00071618322860455771 0.0006514737950523245 0.0006934694019946749 -0.00085700954431579756 -0.00073374925808736193 -0.00093522096726699768 0.00045848345872863107 0.00072388661791297976 -0.00063525235069166602 0.0001099505267570898 0.00062935673204549591 -0.00010438103307534456 -0.00046892545376114398
leaf_weight=0.0010613638547936335 0.0010411825946055045 0.0012256950989893252 0.0014507375980420322 0.0010156179835397452 0.0015126915292553141 0.0011577785821887928 0.0010435925053837716 0.0010486315602307172 0.0013390883303960877 0.0019209702535345494 0.0018254227725277303 0.001406368197031019 0.0010814482107146502 0.0019124784682212903 0.0010520176897243399 0.0017667744368770194
leaf_count=491 55 460 116 53 212 58 136 57 49 83 264 454 60 106 147 320
internal_value=0 3.0188e-05 6.70549e-05 2.15993e-05 -1.69638e-05 3.31156e-05 -2.70201e-05 3.26706e-05 -0.000264824 3.74799e-05 0.00015831 3.5064e-05 -7.05294e-05 6.61035e-05 0.000368973 -0.000249131
internal_weight=0 0.0218005 0.0207593 0.0193086 0.018293 0.0170673 0.0155546 0.014511 0.00430869 0.0029696 0.0102023 0.00837687 0.00721909 0.00581272 0.0029645 0.00284822
internal_count=3121 2630 2575 2459 2406 1946 1734 1598 189 140 1409 1145 1087 633 253 380
is_linear=0
shrinkage=0.00160853


Tree=2172
num_leaves=21
num_cat=0
split_feature=1213 1447 147 124 12 52 2 12 51 47 3 0 15 4 52 1 52 13 49 52
split_gain=0.000418978 0.000209647 0.000179828 0.000164627 0.000208355 0.000219322 0.00023415 0.000293921 0.00028208 0.000227058 0.000223222 0.000246649 0.00019545 0.000222569 0.000194622 0.000129481 0.000174916 0.000179034 8.5644e-05 4.9366e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 0.089025000000000007 0.10195500000000002 0.11650500000000001 0.19022000000000003 0.088225000000000012 0.10097500000000002 -0.076794999999999988 0.09585500000000001 -0.078934999999999991 -0.10224499999999999 -0.15914499999999995 0.19806500000000002 -0.12647999999999995 0.10124500000000002 0.10611000000000001 -0.075974999999999987 -0.047584999999999995 0.089325000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 5 6 7 9 -8 10 -3 -12 -10 14 -14 16 17 -16 -19 -20
right_child=1 2 -4 -5 -6 -7 8 -9 12 -11 11 -13 13 -15 15 -17 -18 18 19 -21
leaf_value=-0.00087936396274319677 -0.00060265406997716663 -0.00058257973408126741 0.00062223297964888026 0.00058975485743446669 -0.00062858048912235449 -0.00060538235749344003 -0.00050721388839051183 0.00053623500131117201 0.0007764994845554376 -0.00088440618222665587 -0.00038511939934646064 0.00051146438536237276 -0.00028291405020024928 -0.0003833815039431779 0.00092451540332767995 0.00082534603644698293 -0.00023507999877852984 0.00057424899038642908 -0.00012839755309240373 0.00030875293069587982
leaf_weight=0.0010804274197751809 0.0010156055964067765 0.0014618783307203988 0.0011065252210931331 0.0010209194688254311 0.0010152324104263427 0.001025293744190219 0.0010449680401791025 0.0010543879821671709 0.0013576680783620237 0.0010489143613384155 0.0011157131169809986 0.0014260530387201166 0.0010576063929983405 0.0011781876921501677 0.0010577393621444787 0.001096312085588691 0.0010527967362481405 0.0010769691604579643 0.0011089155701734113 0.0010043085289375142
leaf_count=491 255 487 122 41 101 253 222 48 154 108 54 164 150 73 83 83 50 29 83 70
internal_value=0 3.13606e-05 6.15763e-05 3.08702e-05 1.1263e-06 3.6315e-05 7.46952e-05 -0.000149704 0.000198876 -0.000292849 -0.000137866 0.000117907 0.00027273 0.000193504 0.000284679 0.000378517 0.000286103 0.000415272 0.000246427 7.9358e-05
internal_weight=0 0.022326 0.0213104 0.0202039 0.0191829 0.0181677 0.0171424 0.00610695 0.0110355 0.00505256 0.00400364 0.00254177 0.0099905 0.00863284 0.00745465 0.00639704 0.00530073 0.00424793 0.00319019 0.00211322
internal_count=3121 2630 2375 2253 2212 2111 1858 861 997 813 705 218 775 621 548 398 315 265 182 153
is_linear=0
shrinkage=0.00142833


Tree=2173
num_leaves=12
num_cat=0
split_feature=4 2 2 2 43 4 15 43 4 0 0
split_gain=7.2742e-05 0.000137768 0.00025343 0.000143115 9.04693e-05 0.000137732 9.00605e-05 0.000122088 0.000175656 0.00014309 0.000318554
threshold=-0.51843499999999987 0.10005000000000001 0.10699500000000002 0.092875000000000013 -0.043144999999999996 0.055260000000000011 -0.10324499999999999 -0.0037449999999999996 0.0061450000000000003 -0.053834999999999994 -0.077999999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 6 -4 -6 -2 9 -9 10 -8
right_child=1 2 4 -5 5 -7 7 8 -10 -11 -12
leaf_value=-0.0018726106851566658 -0.0016213742210917656 0.0038821250631119867 0.00209814599900735 -0.0029173291380671139 0.0010600538732027914 -0.0016515901240323917 -0.0019454150948982783 -0.00031902414042462375 0.0028217432975051293 -0.0030050196214138755 0.0031805080763751535
leaf_weight=0.0010220220992702691 0.0016775896988092164 0.0012185303137657562 0.0010447276029123039 0.0010552841324050427 0.0019492723758041813 0.0019145735876032466 0.0015074103616253319 0.0019750233278776072 0.0017160220222986328 0.0010131934270077312 0.0010681536828203997
leaf_count=65 252 207 271 281 203 201 918 379 77 73 194
internal_value=0 0.000102868 0.000950975 -0.000416118 0.00022333 -0.000283592 -0.000121446 0.000224204 0.00114117 -0.000718893 0.000180439
internal_weight=0 0.0161398 0.0061271 0.0100127 0.00490857 0.00386385 0.00895739 0.0072798 0.00369105 0.00358876 0.00257556
internal_count=3121 3056 882 2174 675 404 1893 1641 456 1185 1112
is_linear=0
shrinkage=0.00718087


Tree=2174
num_leaves=14
num_cat=0
split_feature=4 15 49 1 52 133 13 150 0 0 4 3 4
split_gain=6.97946e-05 0.000114185 9.47121e-05 8.06711e-05 7.52978e-05 0.000114795 9.63674e-05 0.000154986 0.000113749 0.000107173 0.000112228 7.00926e-05 3.22001e-05
threshold=0.27044500000000005 -0.11713499999999999 0.0093850000000000027 0.111945 0.11434500000000002 -0.091869999999999993 -0.084034999999999985 0.086615000000000011 -0.10607499999999999 -0.077999999999999986 -0.35136499999999998 -0.088084999999999983 -0.078439999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 4 -2 5 -3 12 8 -8 -10 -11 -12 -7
right_child=3 2 -4 -5 -6 6 7 -9 9 10 11 -13 -14
leaf_value=-0.0029627679295198407 -0.00019045654647377797 -0.0026091004476370017 0.0022153526727656647 0.0028923135181710383 -0.0020821513186480623 0.0029335188147644672 0.0024626872974838139 -0.0024957384411818054 -0.0021175816795091381 -0.0016456674836653707 0.0032797265730176461 0.00021966875429319641 0.00089344566823676538
leaf_weight=0.0010104367187256233 0.0012322924589285291 0.0010882819221272886 0.0012101231842326947 0.0011727313442250163 0.0014084352469523618 0.0010015700122917581 0.0014862552397021415 0.0016106599599935434 0.0014387899546482513 0.0010141185134981993 0.00106521094167267 0.0010543287331364485 0.0012085059428963594
leaf_count=201 107 272 446 258 318 129 108 126 459 140 71 251 235
internal_value=0 -0.000234097 -3.11609e-05 0.00131276 -0.000250822 -1.56491e-05 0.000270036 -0.000176033 0.000440644 -0.000216613 0.000656199 0.00175755 0.00181797
internal_weight=0 0.0145967 0.0135863 0.00240502 0.0123762 0.0109677 0.00987944 0.00766936 0.0060587 0.00457245 0.00313366 0.00211954 0.00221008
internal_count=3121 2756 2555 365 2109 1791 1519 1155 1029 921 462 322 364
is_linear=0
shrinkage=0.00841354


Tree=2175
num_leaves=20
num_cat=0
split_feature=1213 456 43 160 1374 457 11 13 1 4 132 39 52 16 4 2 2 4 42
split_gain=0.000446663 0.00030199 0.000219927 0.000280859 0.000273272 0.000296986 0.000337279 0.000288225 0.000359571 0.000432935 0.000246078 0.000246625 0.000205383 0.000250107 0.000236712 0.000189663 0.000133767 0.000329769 9.49314e-05
threshold=-1.0000000180025095e-35 0.087015000000000023 0.24789500000000006 -0.10151499999999998 -0.094929999999999987 0.092360000000000012 0.087830000000000005 -0.084034999999999985 0.08844500000000001 -0.082594999999999988 0.080640000000000017 0.084405000000000008 0.10473500000000001 0.052820000000000013 -0.0016099999999999997 0.088225000000000012 0.11093500000000002 0.16173500000000005 0.086375000000000021
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 -5 6 7 8 9 -6 11 12 13 14 15 -9 17 -16 -10
right_child=1 -3 -4 4 5 -7 -8 10 18 -11 -12 -13 -14 -15 16 -17 -18 -19 -20
leaf_value=-0.0010179339647786996 -0.00054342236227276821 -0.00083050098649746083 -0.00062716080094545675 -0.00062956023098809013 0.00075284830482748007 0.0010653875488510173 -0.00068286821235926363 -0.00019726857130208453 0.00072048180032781154 -0.00062916159538924468 0.0008300418948783458 0.00070714197396557876 0.00055556012679423632 -0.00070193188515772819 -0.00057814850268016866 0.00070121320079242328 -0.00075592478272434296 0.00063198135113617427 0.0013780316793973349
leaf_weight=0.001122748740643483 0.0015991521669747174 0.0010231450613681766 0.0011221089337505865 0.0010839650411309512 0.0013409924629956826 0.0010502565253782672 0.0011725944228495591 0.0010294969597438091 0.0013066324682140529 0.0011196344499360697 0.001090435242490472 0.0012139587715572298 0.0011975838184545848 0.0018531230787485198 0.0014626453003630949 0.0016398072492465957 0.0011348581573369931 0.0010352174732810582 0.0010791701252804362
leaf_count=491 343 177 167 40 43 63 102 298 98 226 154 176 100 275 81 126 49 34 78
internal_value=0 4.12907e-05 8.08781e-05 0.000117988 0.000171379 0.00021774 0.000167376 0.000227787 0.000564058 0.000124006 8.79825e-05 1.14053e-05 -7.88994e-05 -0.00017207 -1.62628e-05 0.000354687 -0.000288835 -7.66207e-05 0.00101791
internal_weight=0 0.0235548 0.0225316 0.0214095 0.0198104 0.0187264 0.0176761 0.0165036 0.00484643 0.00246063 0.0116571 0.0105667 0.00935273 0.00815515 0.00630203 0.0026693 0.00363272 0.00249786 0.0023858
internal_count=3121 2630 2453 2286 1943 1903 1840 1738 445 269 1293 1139 963 863 588 424 164 115 176
is_linear=0
shrinkage=0.0016407


Tree=2176
num_leaves=13
num_cat=0
split_feature=403 11 43 52 0 13 3 2 16 4 2 2
split_gain=7.07333e-05 8.17778e-05 0.000101655 0.000189349 0.000128023 0.000224882 0.000132559 0.000104073 0.000153695 0.000119437 9.6393e-05 3.52074e-05
threshold=-1.0000000180025095e-35 0.081790000000000015 -0.052894999999999991 -0.085984999999999992 -0.019414999999999998 0.01128 -0.077774999999999983 0.10613000000000002 -0.0087049999999999992 0.058735000000000009 0.088225000000000012 0.091545000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 -4 5 6 -2 8 10 -9 -5 -12
right_child=1 -3 3 7 -6 -7 -8 9 -10 -11 11 -13
leaf_value=-0.0022673530702299383 -0.00026418586676836022 -0.002040442603393579 -0.0035702246140152361 -0.001185268211929217 0.0035154310039242661 -0.002674520883411381 0.0036818535683403662 0.00069422538925177353 0.0040108152555214495 -0.0027039612036885642 0.0026220321994117578 0.00040775585900844184
leaf_weight=0.0010049510350615262 0.0011973175420217398 0.0012313956563367858 0.0011459781145845621 0.0019419811042025769 0.0014323944962959922 0.0012097258920764492 0.0014329849720140482 0.0015667968293706647 0.001032588830267688 0.0016036620596900086 0.0010763061453324951 0.0011256384145639231
leaf_count=756 567 169 183 290 120 165 338 98 82 158 65 130
internal_value=0 0.000126782 0.000307523 -0.000233761 0.0012821 0.00044903 0.00188561 0.000224311 0.000989247 -0.00102462 0.000236328 0.00149009
internal_weight=0 0.0159968 0.0147654 0.00949295 0.00527242 0.00384003 0.0026303 0.00834697 0.00517651 0.00317046 0.00414393 0.00220194
internal_count=3121 2365 2196 1006 1190 1070 905 823 567 256 485 195
is_linear=0
shrinkage=0.00875344


Tree=2177
num_leaves=19
num_cat=0
split_feature=1213 1374 457 11 4 3 16 151 1 2 2 403 52 4 43 47 13 0
split_gain=0.000480613 0.000232886 0.000231387 0.000232192 0.000225205 0.000239796 0.000231436 0.000242012 0.000192964 0.000174203 0.000225186 0.000258511 0.000234838 0.000185821 0.000264569 0.000188351 0.000133216 0.000126191
threshold=-1.0000000180025095e-35 -0.094929999999999987 0.092360000000000012 0.088215000000000002 0.27044500000000005 0.11296500000000002 -0.36241499999999999 -0.086944999999999981 0.079415000000000013 0.10981000000000002 0.08919500000000001 0.03138500000000001 0.10160000000000001 0.053180000000000012 -0.06984499999999999 0.09585500000000001 -0.076599999999999988 -0.040504999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 6 -6 8 -8 -3 10 11 13 16 14 -9 -15 -12 -11
right_child=1 2 -4 -5 5 -7 7 9 -10 17 12 -13 -14 15 -16 -17 -18 -19
leaf_value=-0.0010722254203045629 -0.00071435588709921306 -9.3696791267380877e-06 0.00077393897678087033 -0.00073569597201959781 0.0011519033895692834 9.470555014296689e-05 0.00072773967656804739 0.00013559765241120375 -0.0010266996535906508 8.119361278016032e-05 0.00032662081598651183 0.00078714909794241515 -0.0009879116331300928 0.00078761910286330981 -0.00094954335448841102 -7.375489542762663e-05 -0.00040482020838449202 0.00084646209955656696
leaf_weight=0.0011075992298335688 0.0010620815444966061 0.0010038629628580853 0.0011959723448560214 0.0010096188980885925 0.0010074983643418743 0.0013533435673354632 0.001388518751579527 0.0012550716294282768 0.0010036952865442039 0.0013484684337356223 0.0010793059652871861 0.001219081260824692 0.0012200761981974451 0.0010411331668922497 0.0011673658569432248 0.0019884868082096219 0.0017686499736174199 0.0010178756723640001
leaf_count=491 55 68 89 109 193 99 157 423 43 212 127 80 170 19 396 56 278 56
internal_value=0 3.52637e-05 7.30535e-05 3.08717e-05 7.19025e-05 0.000545869 4.09335e-06 7.6407e-05 -0.000517992 7.39887e-06 -8.13949e-05 0.000104131 -0.000385638 -4.85916e-05 -0.000387329 0.000222257 -0.000127622 0.000410372
internal_weight=0 0.0221301 0.021068 0.0198721 0.0188624 0.00236084 0.0165016 0.014494 0.00200756 0.0131055 0.0107392 0.00667114 0.00406803 0.00545206 0.00242244 0.00302962 0.00284796 0.00236634
internal_count=3121 2630 2575 2486 2377 292 2085 1974 111 1817 1549 974 575 894 819 75 405 268
is_linear=0
shrinkage=0.0016407


Tree=2178
num_leaves=13
num_cat=0
split_feature=1 0 2 48 3 42 42 52 2 52 12 4
split_gain=8.02712e-05 0.000117886 0.000131421 0.000162308 9.05913e-05 7.00902e-05 0.000104782 0.000155751 0.000121134 0.000135144 0.000175388 0.000149224
threshold=0.104035 -0.036484999999999997 1.0000000180025095e-35 0.12879500000000002 0.11296500000000002 0.092145000000000019 0.088200000000000014 0.10160000000000001 0.10005000000000001 -0.087284999999999988 0.084100000000000022 -0.0016099999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 -2 4 -4 6 7 8 9 -1 11 -11
right_child=1 -3 3 -5 -6 -7 -8 -9 -10 10 -12 -13
leaf_value=-0.0027977266051078197 -0.0015900746700493044 0.0024916839324782584 0.0034505403701881468 -0.0015266981732292831 0.00070326317856200739 -0.0019055178985384843 0.0018923827519508388 -0.0027871208700424102 0.0021351438450818447 0.0030448980008001714 -0.0017040437231713129 -0.00029988659276748795
leaf_weight=0.0010365472624327141 0.0016034989687264481 0.0013624288394234645 0.0010681287600201473 0.001024997791613913 0.0014716785281695954 0.0013872155276531727 0.0011119261208126239 0.001250720049820131 0.001114258375035232 0.0012449465513540564 0.0017509701033137058 0.0015368418599321912
leaf_count=286 171 176 163 55 126 467 274 241 209 166 713 74
internal_value=0 0.00061261 0.000117263 0.000885248 0.00185864 -0.000402536 -0.000172057 -0.000461372 -2.61457e-05 -0.000458558 7.63613e-05 0.00119702
internal_weight=0 0.00653073 0.0051683 0.00356481 0.00253981 0.0104334 0.00904621 0.00793428 0.00668356 0.00556931 0.00453276 0.00278179
internal_count=3121 691 515 344 289 2430 1963 1689 1448 1239 953 240
is_linear=0
shrinkage=0.00718087


Tree=2179
num_leaves=20
num_cat=0
split_feature=128 147 124 159 50 48 4 12 158 0 3 15 0 0 0 0 4 15 13
split_gain=0.000343004 0.000242207 0.000189694 0.000242635 0.00025331 0.000266279 0.000326618 0.000302514 0.000211472 0.000233119 0.000358225 0.000373402 0.000261981 0.00022198 0.000262164 0.000184182 0.000174604 0.000146118 5.20602e-06
threshold=0.086435000000000012 0.089025000000000007 0.08919500000000001 -0.032739999999999991 0.099210000000000007 0.12737000000000001 0.40473500000000007 0.10711000000000002 0.080150000000000013 -0.077999999999999986 -0.087909999999999988 0.091295000000000015 -0.12333499999999999 -0.033209999999999996 0.056435000000000006 -0.15350499999999997 0.0061450000000000003 -0.10091499999999999 0.10820000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 6 7 8 9 10 -5 12 15 -11 -15 16 -12 -14 -16
right_child=-2 -3 -4 4 -6 -7 -8 -9 -10 13 11 -13 17 14 18 -17 -18 -19 -20
leaf_value=-0.00076961223391236748 -0.00097240009716841166 0.00056767250106873888 0.00046846111178893861 -0.00099530145261836627 0.000567616487549163 -0.00088273618298678649 0.00056858775853927377 -0.00098089455848442055 -0.00079295857152866843 0.00058122034163734929 -0.00062497931582934803 0.00071591336950000686 -0.00018776955711752156 -0.00061339634134478197 0.00018457434579906282 0.00053272814986787787 0.00018101559228441593 -0.00086782752887579651 0.00033521595761189802
leaf_weight=0.0014248345827418468 0.0010710733943068143 0.0011021065869178523 0.0010536892703946468 0.0011858640757682302 0.0010727425679756672 0.0011041559366411482 0.0013609250908458671 0.0010007371777152477 0.0010083301773217502 0.0018155459661585716 0.0011428982384984465 0.0010271093540096254 0.0012020650175449364 0.0012155528758653377 0.0010185151493560252 0.0010838458761731583 0.0012347795076870227 0.001662830773194332 0.0010079661953916741
leaf_count=385 207 122 47 274 205 50 192 142 231 284 38 74 83 70 105 78 25 484 25
internal_value=0 -0.000111865 -0.000146502 -0.000178005 -0.000133973 -0.000175621 -0.000129604 -0.00019049 -0.000136333 -8.76383e-05 -0.000237383 -0.000115158 -0.000250085 0.000165197 -6.77777e-05 2.50242e-05 -0.000206409 -0.000582486 0.000259503
internal_weight=0 0.0227245 0.0216224 0.0205687 0.0191439 0.0180711 0.016967 0.015606 0.0146053 0.013597 0.00853939 0.00735353 0.00632642 0.00505758 0.00324203 0.00346152 0.00237768 0.0028649 0.00202648
internal_count=3121 2914 2792 2745 2360 2155 2105 1913 1771 1540 1056 782 708 484 200 141 63 567 130
is_linear=0
shrinkage=0.00148603


Tree=2180
num_leaves=20
num_cat=0
split_feature=1213 456 1374 457 11 403 1 1 160 15 52 4 12 3 2 15 3 1 1
split_gain=0.000447864 0.000248303 0.000226131 0.000393501 0.000315129 0.000231252 0.000371726 0.000313985 0.000437267 0.000246058 0.000201911 0.000234569 0.00041764 0.000178294 0.000224827 0.0003889 0.000196975 6.51625e-05 2.0276e-05
threshold=-1.0000000180025095e-35 0.087015000000000023 -0.094929999999999987 0.092360000000000012 0.089270000000000002 0.03138500000000001 1.0000000180025095e-35 0.10538500000000002 -0.091944999999999985 0.084050000000000014 -0.088204999999999992 -0.0016099999999999997 0.084100000000000022 0.10893000000000001 1.0000000180025095e-35 -0.040439999999999997 0.13524500000000003 0.092695000000000013 0.07635500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 7 -7 8 -4 10 -10 12 18 14 15 -9 -15 -13 -12
right_child=1 -3 3 -5 -6 6 -8 13 9 -11 11 17 -14 16 -16 -17 -18 -19 -20
leaf_value=-0.0010821750096228131 -0.00069533463437033765 -0.00080847438452715122 -0.0011877243999043943 0.0011611489740864615 -0.00088618573762862707 4.6576261547631408e-05 0.0013840183942949004 -0.00036528060755882199 -0.0005661047290556429 -0.00060489162087137664 0.0012178562219890834 5.6604794919491141e-05 -9.0692943573860137e-05 -0.00054452369945916506 0.0011302867555557379 0.0009881956778372196 0.00039819505506429417 -0.00052007335142512719 0.0008690580496628805
leaf_weight=0.0011454208667952262 0.0011143709459791032 0.0010195091320893404 0.0011138488077751659 0.0010264260380199444 0.0010215179237074148 0.0015566475676811317 0.0010582790337565484 0.0013937976228923909 0.0011469676633174119 0.0018359643344632547 0.0010001233568575022 0.0013276082838082817 0.0019306004738166571 0.0011991534598152498 0.001377545584868814 0.001195637345016127 0.0015281304610550162 0.0010749671553025308 0.0010210240935167869
leaf_count=491 40 177 292 66 101 134 58 135 323 475 51 173 145 26 159 38 113 59 65
internal_value=0 3.22911e-05 6.96851e-05 0.000108777 5.67993e-05 0.000105547 0.000587848 3.19892e-05 -0.000156584 -3.35786e-05 0.000106252 0.000227614 0.000488453 0.000326391 0.000561994 0.000259669 -1.63069e-05 -0.000201414 0.00104165
internal_weight=0 0.0239421 0.0229226 0.0218082 0.0207818 0.0197603 0.00261493 0.0171454 0.0104511 0.00933726 0.00750129 0.00635432 0.00395175 0.00669426 0.00396698 0.00258943 0.00272728 0.00240258 0.00202115
internal_count=3121 2630 2453 2413 2347 2246 192 2054 1583 1291 816 493 261 471 332 173 139 232 116
is_linear=0
shrinkage=0.00174112


Tree=2181
num_leaves=14
num_cat=0
split_feature=1 15 16 3 16 15 47 51 43 52 16 484 4
split_gain=6.80036e-05 0.000103041 0.000115562 0.000266994 0.000131502 6.20198e-05 9.99454e-05 0.000104178 8.09352e-05 0.000163483 0.000153509 0.000206314 0.000126118
threshold=0.104035 -0.016799999999999995 -0.071854999999999988 0.10542000000000001 -0.44310499999999992 -0.10324499999999999 0.083875000000000019 0.087505000000000013 -0.17390999999999998 0.090245000000000006 -0.083134999999999987 0.073690000000000019 -0.076229999999999978
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 4 -4 -2 -1 7 8 -7 10 12 -12 -10
right_child=1 -3 3 -5 -6 6 -8 -9 9 -11 11 -13 -14
leaf_value=-0.0025024694057623367 -0.00073323457042009813 0.0025225019620796962 0.0014695658094053096 -0.0048408241719835564 0.0034521873304473954 0.002140792034111124 0.0024741009782876938 -0.0033170881939617613 0.0039904686950800157 -0.0030277331726523689 -0.0041194082722563257 0.0014276007705668261 -0.00018806811975618755
leaf_weight=0.0011285110905706061 0.001261964968499122 0.0018431246717319494 0.0011728988950792246 0.0010574468925046432 0.0012288889311748282 0.0010560232660520325 0.0010028982144947027 0.0010060087016694162 0.0011961779586980303 0.0016682002245828054 0.0011443536918580959 0.0010818878332094495 0.0012001633433479739
leaf_count=243 173 154 167 46 151 119 108 248 235 412 751 187 127
internal_value=0 0.000696349 -1.65687e-05 -0.0015223 0.00133169 -0.000485673 -0.000242402 -0.000568565 -0.000192206 -0.000583842 0.000298111 -0.00142373 0.00189773
internal_weight=0 0.00656432 0.0047212 0.00223035 0.00249085 0.0104842 0.00935571 0.00835282 0.00734681 0.00629078 0.00462258 0.00222624 0.00239634
internal_count=3121 691 537 213 324 2430 2187 2079 1831 1712 1300 938 362
is_linear=0
shrinkage=0.00910708


Tree=2182
num_leaves=18
num_cat=0
split_feature=128 147 1447 1374 51 16 42 49 0 52 0 12 12 13 16 0 15
split_gain=0.000389494 0.000240569 0.000193042 0.000185398 0.000226691 0.000292384 0.000220438 0.000232234 0.00024257 0.000294808 0.000226947 0.000230671 0.000230602 0.000151168 0.000134765 0.000338378 0.000351612
threshold=0.086435000000000012 0.089025000000000007 -1.0000000180025095e-35 -0.08070999999999999 0.081440000000000026 -0.069894999999999985 -0.091214999999999977 -0.15986999999999998 0.18019500000000002 0.10160000000000001 -0.062294999999999996 0.090995000000000006 0.088105000000000003 -0.061684999999999997 -0.0083599999999999976 -0.10224499999999999 -0.10653
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 6 -6 -5 -8 9 10 11 12 14 -12 15 16 -9
right_child=-2 -3 3 4 5 -7 7 8 -10 -11 13 -13 -14 -15 -16 -17 -18
leaf_value=-0.00068592894470135277 -0.00099450395819607488 0.00075698334731920619 -0.00063599847803175614 0.00054733117614397481 0.00084797288523342715 -0.00022008090001474212 0.00060718570574732809 -0.00013244535043818511 0.00057069397362049395 -0.00082412640603653816 0.00068937159704313806 -0.00078151829828007309 0.00054593747573611427 -7.1550667443846493e-05 0.00012925185516431969 0.00025228840198171536 -0.0014466363776340556
leaf_weight=0.0010328905323381187 0.0010018588514490992 0.0011208061757981827 0.0010343676257429371 0.0016392390966891148 0.0019019589629636763 0.0010181859577265964 0.0011846522541034696 0.001002152583762031 0.0011472555431272244 0.0017003990100209069 0.001317397064669653 0.0016215517076448999 0.0011614339466944623 0.0013864196044539217 0.0016164897533960509 0.0011795159558485417 0.001110386248124093
leaf_count=288 207 122 54 171 250 118 38 79 27 323 93 349 184 198 231 317 72
internal_value=0 3.08428e-05 -7.81261e-06 2.71709e-05 6.32988e-05 0.000475568 -1.16307e-05 -7.51388e-05 -0.000136176 -0.000203221 -0.000101658 -0.000242571 -9.85955e-05 0.000299198 -0.000251102 -0.000437866 -0.000823206
internal_weight=0 0.0221751 0.0210543 0.0200214 0.018987 0.00292014 0.0160669 0.0144277 0.013243 0.0120957 0.0103953 0.00769153 0.00606998 0.00270382 0.00490854 0.00329205 0.00211254
internal_count=3121 2914 2792 2504 2450 368 2082 1911 1873 1846 1523 1232 883 291 699 468 151
is_linear=0
shrinkage=0.00160853


Tree=2183
num_leaves=14
num_cat=0
split_feature=4 15 48 150 3 0 13 0 43 43 13 3 1
split_gain=6.81877e-05 9.17243e-05 0.000100762 0.000166934 0.000124335 0.000137673 9.84424e-05 8.76397e-05 0.000116986 0.000157998 0.000103486 8.20445e-05 6.41695e-05
threshold=0.27044500000000005 -0.11713499999999999 0.092475000000000016 0.08882000000000001 -0.13309499999999996 -0.10607499999999999 -0.0051199999999999987 -0.08824499999999999 -0.074359999999999996 0.016310000000000002 -0.0034749999999999994 0.10542000000000001 0.111945
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 6 -6 -7 10 -10 -9 -4 -2
right_child=12 2 11 -5 5 7 -8 8 9 -11 -12 -13 -14
leaf_value=-0.002861638012091152 -6.1283155069653369e-05 -0.0026583661152889278 0.0034788758198787653 -0.0037607419291989454 9.3547022223749998e-05 -0.0022953726436787179 0.003788819560562629 0.0033061597159778446 -0.0028346441326732481 0.0013265389030840257 -0.00040170106423945151 -7.5427585877904644e-05 0.0028443272943474867
leaf_weight=0.001005119696056365 0.0012405669314552448 0.0012773814419216887 0.0010618459719393689 0.0010647008700140495 0.001015926989097915 0.0014254211396490298 0.0013232917056535971 0.001340804239488274 0.0016494704100774625 0.0013012387694291208 0.0010861418397157775 0.0010103312025444566 0.0011843962170277047
leaf_count=201 107 191 160 168 69 316 83 369 720 243 181 55 258
internal_value=0 -0.000259195 -6.62425e-05 -0.000393216 -4.91166e-05 0.000315453 0.00218396 -0.000327026 0.000194711 -0.000999596 0.00164676 0.0017459 0.00135787
internal_weight=0 0.0145617 0.0135566 0.0114844 0.0104197 0.0091423 0.00233922 0.00680308 0.00537766 0.00295071 0.00242695 0.00207218 0.00242496
internal_count=3121 2756 2555 2340 2172 1981 152 1829 1513 963 550 215 365
is_linear=0
shrinkage=0.00892851


Tree=2184
num_leaves=19
num_cat=0
split_feature=1213 1447 453 4 1374 457 48 151 160 50 3 124 160 4 2 133 43 16
split_gain=0.000438266 0.000383776 0.000412296 0.000546477 0.000319918 0.000273339 0.000188151 0.000204905 0.000394914 0.000194253 0.000185966 0.00016351 0.00018978 0.000215695 0.000170457 0.000233873 0.000449725 0.000145843
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 1.0000000180025095e-35 0.27287000000000006 -0.094929999999999987 0.092360000000000012 -0.084044999999999995 -0.0067699999999999991 -0.090969999999999981 0.088280000000000011 -0.14847999999999997 -1.0000000180025095e-35 1.0000000180025095e-35 0.16173500000000005 0.10981000000000002 0.086365000000000011 -0.074359999999999996 -0.056919999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 -3 6 -6 -8 -9 11 -5 -10 13 14 15 16 -13 -18
right_child=1 2 -4 10 5 -7 7 8 9 -11 -12 12 -14 -15 -16 -17 17 -19
leaf_value=-0.00093566605610793864 -0.00084957408278849066 -0.00077907034661881046 -0.00085142076153481652 0.00022660581237704603 -0.0005977116229587291 0.00080375778124376499 0.00053316666991331748 -0.00088466634898519414 -0.00054974015092870763 0.00067732777875753895 0.0010596274816366894 0.00076266016939385828 -0.00044878820105248687 0.00067220904261657769 0.00059653667398072154 -0.00071570458967217139 0.0001155377535311781 -0.00055008286184053169
leaf_weight=0.001186328683532494 0.0011358364310363562 0.0011158158187338776 0.0011005826923188291 0.0010026752323478438 0.0010876905362766634 0.0011487398073790614 0.0019702871860845803 0.0011083672184921687 0.0011009547552823249 0.0011730202672609611 0.0017738479170425923 0.0015711729270986305 0.0014036177822384513 0.0016215703676429882 0.0011257094265443857 0.0010645557039593301 0.0014381740922275715 0.0017373905907187405
leaf_count=491 255 53 78 58 54 58 282 234 65 202 259 122 174 37 130 191 198 180
internal_value=0 2.72959e-05 7.1475e-05 0.000118842 2.36552e-05 7.46882e-05 2.36283e-05 6.77572e-05 -9.59393e-07 7.90879e-05 0.000758802 1.56568e-05 7.81407e-05 0.000164558 4.58909e-05 -6.07751e-05 8.61066e-05 -0.000248631
internal_weight=0 0.02368 0.0225442 0.0214436 0.0186671 0.0175513 0.0164025 0.0153148 0.0133445 0.0122362 0.00277652 0.0110631 0.00996219 0.00855857 0.006937 0.00581129 0.00474674 0.00317556
internal_count=3121 2630 2375 2297 1980 1927 1869 1815 1533 1299 317 1097 1032 858 821 691 500 378
is_linear=0
shrinkage=0.00154607


Tree=2185
num_leaves=12
num_cat=0
split_feature=48 1 15 2 0 151 0 47 15 0 3
split_gain=7.00806e-05 0.000108126 0.000166885 0.000167099 0.000150593 8.66788e-05 0.000141167 0.000143101 0.000123585 0.00019802 9.41165e-05
threshold=-0.081134999999999999 0.104035 -0.016799999999999995 0.10045500000000002 -0.15202999999999997 -0.030624999999999996 -0.10224499999999999 0.084635000000000016 0.088235000000000022 0.15398500000000004 -0.083924999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 5 3 -3 -5 -2 -7 8 9 10 -8
right_child=1 2 -4 4 -6 6 7 -9 -10 -11 -12
leaf_value=-0.0019595784769230727 0.0012555298889039351 -0.0015657102089162512 0.003039300367715964 -0.00029756941960803573 0.0033757662500805662 -0.0024638382698828534 -0.0012604153224210037 0.0024996791307172368 0.00098025758790223211 0.00088311777276091125 -0.0044093091055727894
leaf_weight=0.0010198959683503086 0.0015628304766166215 0.0018970090021031023 0.0015711682374773541 0.0013963666996315016 0.001209427402764739 0.0020018146767999531 0.0010818946537793769 0.0010021916894153576 0.0018053741904630743 0.0013019242142919829 0.0011236750035983692
leaf_count=101 308 208 137 77 239 260 471 142 598 37 543
internal_value=0 0.000100837 0.000900945 0.000154806 0.00140734 -0.000391064 -0.000700476 -0.000141507 -0.000639727 -0.00147356 -0.00286469
internal_weight=0 0.0159537 0.00607397 0.0045028 0.00260579 0.0098797 0.00831687 0.00631506 0.00531287 0.00350749 0.00220557
internal_count=3121 3020 661 524 316 2359 2051 1791 1649 1051 1014
is_linear=0
shrinkage=0.0076204


Tree=2186
num_leaves=20
num_cat=0
split_feature=1213 1447 453 4 1374 457 151 160 1 50 133 160 42 1 3 4 47 16 4
split_gain=0.000455123 0.000277098 0.000344295 0.000340494 0.000219986 0.000268411 0.00018188 0.000321443 0.000172693 0.000157744 0.00014774 0.000220002 0.000214481 0.000253955 0.000271782 0.000201806 0.000200806 0.000114559 0.000105753
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 1.0000000180025095e-35 0.27287000000000006 -0.094929999999999987 0.088350000000000026 -0.086944999999999981 -0.091944999999999985 0.111945 0.088280000000000011 0.10722500000000001 0.086075000000000013 0.09832500000000001 0.092695000000000013 -0.059315 -0.097604999999999983 0.10670500000000001 -0.052894999999999991 0.022185000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 -3 6 -6 -8 -5 10 11 12 13 14 15 -9 18 -16 -15
right_child=1 2 -4 8 5 -7 7 9 -10 -11 -12 -13 -14 16 17 -17 -18 -19 -20
leaf_value=-0.0010287613332879391 -0.00077215037602075206 -0.00068007296093372342 -0.00084355360106423227 0.00026072606405878028 0.00062255969331580924 0.00078550831171070204 -0.00085184979223949277 0.00030747071311694333 0.0011138632994934501 0.0006197263285618532 -0.00056613669486933315 -0.00060650667149206251 0.00073867043922146429 -0.00018879922205000389 0.00098644547438418522 -0.00067745267732718766 0.00028325173650134509 0.0003167833068017877 -0.00088045187483073311
leaf_weight=0.0011075929496229672 0.001066246146243544 0.0010431329290234706 0.0010193419116848448 0.0012624382161670047 0.0012014128662526389 0.0012919071598531664 0.0011308428607020868 0.0011398780236611117 0.0011949902019170941 0.0011188297769309527 0.001126929740205917 0.0011870651146527475 0.001286347294916724 0.0010332001978831662 0.0011716760007853821 0.0010198077140752201 0.0010258928693680502 0.0015163456457060187 0.0012812558285304476
leaf_count=491 255 53 78 77 143 79 251 43 240 247 199 147 62 181 31 388 34 92 30
internal_value=0 2.78449e-05 6.83646e-05 0.000114768 3.63495e-05 8.15559e-05 2.18792e-05 -2.95285e-05 0.000675587 4.25177e-05 -1.22648e-05 4.62801e-05 0.000128069 3.21431e-05 0.000267292 -0.000157612 -0.000309119 0.000608681 -0.00057169
internal_weight=0 0.0221175 0.0210513 0.020032 0.0175745 0.0165314 0.0152395 0.0140381 0.00245743 0.0129072 0.0117884 0.0106615 0.0094744 0.00818806 0.00484771 0.00215969 0.00334035 0.00268802 0.00231446
internal_count=3121 2630 2375 2297 1980 1927 1848 1705 317 1454 1207 1008 861 799 554 431 245 123 211
is_linear=0
shrinkage=0.00160853


Tree=2187
num_leaves=19
num_cat=0
split_feature=1213 1447 453 4 158 156 1374 151 4 13 12 15 52 403 15 15 16 1
split_gain=0.000406781 0.000348639 0.000267417 0.000493766 0.00022633 0.000248577 0.000254925 0.000262866 0.000181125 0.000294202 0.0002517 0.000189247 0.000200089 0.000183907 0.000392157 0.000269076 0.000469689 0.000146239
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 1.0000000180025095e-35 0.27287000000000006 1.0000000180025095e-35 0.080810000000000007 -0.094929999999999987 -0.039414999999999999 -0.51843499999999987 -0.061684999999999997 0.10312500000000001 0.090455000000000021 0.08257500000000001 0.03138500000000001 0.035560000000000008 -0.016799999999999995 -0.056919999999999991 0.111945
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 5 6 -3 -8 -9 10 11 12 -10 14 15 16 -11 -5
right_child=1 2 -4 17 -6 -7 7 8 9 13 -12 -13 -14 -15 -16 -17 -18 -19
leaf_value=-0.0010339617317362334 -0.00091547864872642745 -0.00067638283611952681 -0.00078963073242141815 0.00042137951098404668 -0.00079801306565550011 -0.00056233439997972615 0.00082435572159456733 -0.00058521488348748936 -0.00051860801682463385 0.00039728221159270082 0.0013022048259673593 0.00086962533457929641 0.00049636056185384941 0.00054091673191601164 -0.00085571100775935565 0.00086890664726076486 -0.0010514100078642488 0.0012443958355917617
leaf_weight=0.0011888026536794319 0.0011687549922548999 0.001132991153660611 0.0010650635931875865 0.0013754784457642453 0.0010096241190254802 0.0017864306056888787 0.0018483980091669469 0.00108707172475419 0.0011585741581327741 0.0018558565047677722 0.0010134729053348224 0.0012373538910471493 0.0012999522620119053 0.0013525904793871835 0.0018810085079865591 0.0011131587222947955 0.001139102749365517 0.0013485269570369125
leaf_count=491 255 23 78 77 218 347 234 25 174 106 25 136 123 79 343 61 86 240
internal_value=0 3.04429e-05 7.91356e-05 0.000121895 2.00921e-05 6.62208e-05 0.00013588 0.000197287 0.000109065 0.000171693 0.000518157 0.000303157 1.80593e-05 -5.05461e-05 -0.000184123 0.000123382 -0.000153713 0.000828816
internal_weight=0 0.0238734 0.0227047 0.0216396 0.0189156 0.017906 0.0161195 0.0149865 0.0131381 0.0120511 0.00470935 0.00369588 0.00245853 0.00734172 0.00598913 0.00410812 0.00299496 0.00272401
internal_count=3121 2630 2375 2297 1980 1762 1415 1392 1158 1133 458 433 297 675 596 253 192 317
is_linear=0
shrinkage=0.00177594


Tree=2188
num_leaves=18
num_cat=0
split_feature=128 1447 43 15 43 147 159 16 52 52 52 0 42 1 15 52 3
split_gain=0.000394435 0.000266626 0.000245183 0.000216989 0.000239013 0.000269402 0.000208691 0.000221566 0.000211199 0.000202288 0.000231316 0.000226177 0.000164776 0.000142826 0.000136116 0.000326096 0.000257524
threshold=0.086435000000000012 -1.0000000180025095e-35 0.24789500000000006 -0.24436499999999997 0.13895500000000002 0.089025000000000007 0.091530000000000014 -0.36241499999999999 -0.24456499999999998 -0.081429999999999989 -0.0064899999999999992 -0.11991499999999998 0.083865000000000009 0.094090000000000021 0.088235000000000022 0.096795000000000006 -0.075944999999999985
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 5 6 7 12 -9 -10 13 -12 -5 -11 15 16 -13
right_child=-2 2 -4 4 -6 -7 -8 8 9 10 11 14 -14 -15 -16 -17 -18
leaf_value=-0.00068922119770765868 -0.00089978598768077848 0.00062084500136715625 -0.00058170950541950543 -0.00074354630653930391 0.00064625363270248834 0.00072239760441087254 -0.00065736953607438181 -0.00037755929703435005 0.00058490693264226371 -0.00074135305069445063 0.0008325138941367874 -0.00097504657781926761 3.3111745718688862e-05 2.805455995362472e-05 0.00041535680513445539 0.00038723609977133627 5.1734241547317624e-07
leaf_weight=0.0010458096091064224 0.0010136669433983203 0.0015751114420010396 0.0011797150374376194 0.0013183021839493414 0.0013595480281196606 0.0010640012516287328 0.0010661389410739274 0.0018102618334845623 0.0019520322515408596 0.0010414100235274192 0.0010062345933319304 0.0010129146569686463 0.0010350486101434464 0.0010075157898459253 0.0018675142173477655 0.0019289612088876779 0.0013264099115649439
leaf_count=288 207 228 142 76 33 108 214 289 219 173 57 393 57 54 378 147 58
internal_value=0 2.91718e-05 6.40333e-05 0.000101428 5.79018e-05 1.20279e-05 -3.41363e-05 9.27326e-06 8.39857e-05 0.000158967 6.85035e-05 0.000192298 -0.000401957 -0.000363013 8.73065e-05 -5.62262e-05 -0.000421896
internal_weight=0 0.0225969 0.0215511 0.0203714 0.0187963 0.0174367 0.0163727 0.0153066 0.0129533 0.011143 0.00919096 0.00714203 0.00235335 0.00204893 0.0061358 0.00426829 0.00233932
internal_count=3121 2914 2626 2484 2256 2223 2115 1901 1768 1479 1260 1033 133 227 976 598 451
is_linear=0
shrinkage=0.00145689


Tree=2189
num_leaves=18
num_cat=0
split_feature=1213 403 1 124 42 160 474 483 43 16 3 0 43 0 151 4 4
split_gain=0.000418505 0.000194411 0.000298425 0.000223019 0.000304847 0.000242805 0.000386162 0.000443977 0.000264075 0.000306733 0.000298135 0.00027479 0.000265392 0.000135339 0.000166889 0.000147704 0.00014943
threshold=-1.0000000180025095e-35 0.03138500000000001 1.0000000180025095e-35 0.08919500000000001 -1.0000000180025095e-35 -1.0000000180025095e-35 0.084660000000000027 0.0093900000000000008 -0.074359999999999996 0.22339500000000004 -0.077774999999999983 -0.046359999999999991 -0.14968999999999996 -0.10151999999999999 -0.0083949999999999979 0.181285 0.033845000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 4 -2 6 7 -6 10 11 12 13 -7 14 -10 16 -16
right_child=1 2 -4 -5 5 8 -8 -9 9 -11 -12 -13 -14 -15 15 -17 -18
leaf_value=-0.00098320369661444363 -0.00065919106863993548 -1.2314823074571734e-05 0.001110014440652098 0.00070171873277338119 -0.0012325337387235503 0.00071961211522256576 0.00041453625805236937 0.00011743545012253929 -0.00033959213469530688 -0.00063660290066660098 0.0011061701343994203 0.00084310972664894174 -0.00034868545866596599 -0.0005356709488580939 0.00046862689808527936 0.00072215292628090852 -0.00032583784557236011
leaf_weight=0.0010564683790072046 0.0018923342966688265 0.0014183642332952556 0.0010078333015428598 0.0010084781833357417 0.0015119513314903908 0.0010769177363156857 0.0011393837034882892 0.0010109542244618325 0.0015820280342804249 0.0016838408841447633 0.0012289685143120161 0.0010830729320236519 0.0012490493423671888 0.0010436945212204674 0.0011062283063287791 0.0012157098057117288 0.0012586705453685454
leaf_count=491 503 145 65 56 331 41 188 212 79 164 172 73 231 238 47 59 26
internal_value=0 3.34146e-05 0.000453897 -2.0022e-05 -6.02734e-05 9.72777e-06 -0.000347458 -0.000691587 0.000114142 -2.99664e-05 0.000477895 0.000110166 0.000145934 -1.77411e-05 8.69652e-05 0.000275432 4.57888e-05
internal_weight=0 0.0215175 0.0024262 0.0190913 0.0180828 0.0161905 0.00366229 0.00252291 0.0125282 0.00897325 0.00355494 0.0072894 0.00232597 0.00620633 0.00516264 0.00358061 0.0023649
internal_count=3121 2630 210 2420 2364 1861 731 543 1130 686 444 522 272 449 211 132 73
is_linear=0
shrinkage=0.00157699


Tree=2190
num_leaves=14
num_cat=0
split_feature=50 15 15 133 52 16 2 52 16 42 4 3 1
split_gain=6.87984e-05 0.000126763 8.26575e-05 9.19418e-05 0.00011141 0.00013865 0.000135796 0.000126292 0.000110433 0.000116503 9.72754e-05 8.0675e-05 2.94487e-05
threshold=0.10124500000000002 -0.24436499999999997 -0.11713499999999999 0.10722500000000001 -0.24456499999999998 0.0047850000000000011 0.092875000000000013 0.10024500000000001 -0.088159999999999988 0.08623500000000002 0.0061450000000000003 0.095270000000000007 0.07863500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 -4 6 8 12 9 -6 -10 -8 -7
right_child=-2 2 3 -5 5 7 11 -9 10 -11 -12 -13 -14
leaf_value=0.0028336296712953542 -0.0019669377397283656 -0.0019000148253174203 -0.0016721446309922207 -0.0021182954266485312 0.00056373409897318076 -0.00026863248788773486 -0.0026396861807093355 0.0038141905278867472 -0.0022121662775778364 0.0038253234514323176 0.0011548028907868366 0.00024528643178299298 0.0016428295989836972
leaf_weight=0.0010027570221105607 0.001075870482273345 0.0014171846642903009 0.0015771953281785373 0.0010721975797453953 0.0019535143247853817 0.0010257439869627433 0.0015451780100869117 0.0013375688307183387 0.0011503201264136094 0.0010629630448845129 0.0010155198870670477 0.0010059067867063121 0.0010010724600262311
leaf_count=220 375 214 292 335 229 106 277 73 639 113 40 82 126
internal_value=0 0.000103571 -7.69567e-05 0.000110981 0.000299559 0.000579773 -4.73061e-06 0.00192332 0.000732388 0.00171307 -0.00063346 -0.00150213 0.000675465
internal_weight=0 0.0161671 0.0151644 0.0137472 0.012675 0.0110978 0.0077334 0.00336439 0.00518232 0.00301648 0.00216584 0.00255108 0.00202682
internal_count=3121 2746 2526 2312 1977 1685 1380 305 1021 342 679 359 232
is_linear=0
shrinkage=0.00792826


Tree=2191
num_leaves=14
num_cat=0
split_feature=4 13 43 39 48 48 51 1 52 16 157 0 16
split_gain=7.21479e-05 0.000168876 0.000133242 0.000209493 0.000176381 0.000153486 0.000146238 0.000110177 0.000100453 0.000146791 0.000220814 0.000130679 0.000109765
threshold=-0.51843499999999987 -0.23438999999999996 -0.27207999999999993 0.084405000000000008 0.11951500000000001 0.095425000000000024 0.08955500000000001 0.111945 0.090245000000000006 -0.056919999999999991 -0.077609999999999985 -0.10224499999999999 -0.088394999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 5 6 7 8 9 11 -11 -4 -13
right_child=1 2 3 -5 -6 -7 -8 -9 -10 10 -12 12 -14
leaf_value=-0.0021548948675679377 0.0025205149309044631 -0.0030153446187477697 -0.00078258917329768868 0.0036529568265934371 -0.0034112755205512615 0.003107260467013432 -0.0029382789184991638 0.0020594066874680145 -0.0026907994237742286 0.0013747633037769144 -0.0037103977958654563 0.00053050568197964801 0.0041033275321508697
leaf_weight=0.001016639722152486 0.0017621987588603951 0.0010491191450672259 0.0015739112523214249 0.0010080408401437783 0.0010993464236215269 0.001016576273434878 0.0012159830937722065 0.0016168762226385081 0.0010425576840106671 0.0010123294971659718 0.0013635958059681061 0.0011872614164344236 0.0011534521056048887
leaf_count=65 162 132 119 277 69 140 234 146 447 217 515 231 367
internal_value=0 0.000110802 -0.00018534 3.80637e-05 -0.00025863 5.13038e-05 -0.000254286 0.000110373 -0.000319369 7.36574e-05 -0.00154372 0.0010553 0.00229111
internal_weight=0 0.0161012 0.014339 0.0132899 0.0122819 0.0111825 0.010166 0.00894998 0.00733311 0.00629055 0.00237593 0.00391462 0.00234071
internal_count=3121 3056 2894 2762 2485 2416 2276 2042 1896 1449 732 717 598
is_linear=0
shrinkage=0.00824856


Tree=2192
num_leaves=14
num_cat=0
split_feature=147 11 52 52 124 16 12 0 0 2 2 0 0
split_gain=6.4364e-05 0.000117018 9.60358e-05 0.000152423 8.97265e-05 0.000119576 0.000183857 0.000148786 0.000188838 0.000210643 0.000123556 3.50415e-05 2.71187e-05
threshold=0.087350000000000025 0.081790000000000015 0.19022000000000003 0.11008000000000001 -0.043384999999999993 0.071345000000000006 0.09141500000000001 -0.077999999999999986 -0.10011499999999998 0.11215000000000001 0.089775000000000008 -0.22491999999999998 -0.11756999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 7 -7 8 9 10 12 -12 -6
right_child=-2 -3 -4 -5 5 6 -8 -9 -10 -11 11 -13 -14
leaf_value=0.0022589984758590899 0.0020067997320162121 -0.0026917653055798562 -0.0022652099291601367 0.0029703471616120566 -0.00096059394787075306 -0.0038694192949808438 0.00027968494762259805 0.0024259718128212624 -0.0029764126157970352 -0.0029011633850263559 0.0037673037911238952 0.0016008813261672978 0.0008626826881817383
leaf_weight=0.0010571753605286777 0.0010014383387083005 0.0011431289090774168 0.0011285567710778372 0.0012612562110378292 0.001198791811513944 0.0013860348269696893 0.0015274493045599087 0.0016983515276405813 0.0014214791113227885 0.0010500116024050321 0.001026054186240799 0.0010060915678329341 0.001033578766125978
leaf_count=213 146 172 338 178 88 203 208 330 1003 83 24 91 44
internal_value=0 -0.000149059 4.74045e-05 0.00023838 -3.9388e-05 -0.000253508 -0.00169417 0.000244142 -0.000305964 0.000408302 0.00122316 0.00269473 -0.000116424
internal_weight=0 0.015938 0.0147948 0.0136663 0.012405 0.0113478 0.00291348 0.00843436 0.00673601 0.00531453 0.00426452 0.00203215 0.00223237
internal_count=3121 2975 2803 2465 2287 2074 411 1663 1333 330 247 115 132
is_linear=0
shrinkage=0.00824856


Tree=2193
num_leaves=12
num_cat=0
split_feature=1 457 11 3 47 1 0 15 52 1 13
split_gain=6.34498e-05 9.45998e-05 0.000100827 0.000130509 0.000120831 0.000119596 0.000128381 0.000103162 0.000115435 9.66683e-05 9.13376e-05
threshold=0.13869000000000004 0.088350000000000026 0.081790000000000015 -0.10519499999999998 0.09585500000000001 0.095285000000000022 -0.15090499999999998 -0.0058549999999999991 0.091820000000000013 0.077845000000000011 -0.014169999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 9 5 7 -7 -5 10 -1 -9
right_child=-2 -3 -4 4 -6 6 -8 8 -10 -11 -12
leaf_value=4.8002789264610935e-05 0.001589483525877474 0.0014757105738221984 -0.0024211926312231553 -0.0021789037928871468 -0.0022794382004442614 -0.00081692409253710343 0.0022693639749737688 -0.00058232437503894679 -0.0021025298886090298 0.002868092186823679 0.0019979783400726472
leaf_weight=0.0014056016218295673 0.0011784296270759354 0.0016716296667248108 0.0010974584532768015 0.0018265671285312129 0.0016722028444966239 0.0011662974225336922 0.0017198658574998204 0.0014813173514268028 0.0010869120978277691 0.0011311892199891982 0.0013539846403138782
leaf_count=109 139 150 167 771 242 52 339 380 321 112 339
internal_value=0 -0.000138506 -0.000332057 -0.00015355 -0.000512655 -0.000170508 0.0010222 -0.000769303 -0.000112855 0.00130552 0.000649887
internal_weight=0 0.015613 0.0139414 0.0128439 0.0103071 0.00863494 0.00288616 0.00574878 0.00392221 0.00253679 0.0028353
internal_count=3121 2982 2832 2665 2444 2202 391 1811 1040 221 719
is_linear=0
shrinkage=0.00718087


Tree=2194
num_leaves=19
num_cat=0
split_feature=1213 456 1447 1374 457 4 158 150 52 52 124 2 52 3 133 42 4 0
split_gain=0.000451964 0.000348448 0.00026323 0.000229665 0.000348103 0.000206854 0.000291399 0.000190589 0.000226102 0.000223912 0.000212237 0.000157536 0.000139483 0.000257501 0.000212101 0.000349073 0.000176785 0.000135836
threshold=-1.0000000180025095e-35 0.087485000000000021 -1.0000000180025095e-35 -0.094929999999999987 0.092360000000000012 0.27287000000000006 1.0000000180025095e-35 0.08882000000000001 -0.40306999999999998 -0.057699999999999994 -0.013479999999999999 0.091265000000000013 0.11434500000000002 0.084940000000000015 0.091410000000000005 0.08623500000000002 0.053180000000000012 -0.15202999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 5 6 7 8 -5 11 -11 -10 13 14 15 16 -12 -7
right_child=1 -3 3 4 -6 17 -8 -9 9 10 12 -13 -14 -15 -16 -17 -18 -19
leaf_value=-0.00093614918502905886 -0.0006825333978582028 -0.00082873506864097977 -0.00057931443977059184 -0.00052168549109246815 0.00097757905843113093 0.0001327749548984542 -0.00078368300850839166 -0.00055353285745493325 0.00023237082690545131 -0.00058041008614450056 -0.00037770628752472837 0.001000976742465324 -0.00022123041199635662 0.00084233433118981128 -0.00050419553763556382 0.00077470729844250717 0.00033704173451675406 0.00079641637811553138
leaf_weight=0.001237353151760128 0.001078377159338873 0.0010976851405974366 0.001127782648486785 0.0012002818026521861 0.0011145002450696486 0.001466469066164891 0.0010078286186412681 0.0010760910913939778 0.0013716390156520665 0.001047016391092173 0.0018480547565559377 0.0011908091739034621 0.0019142477225435051 0.0014101368141581361 0.0011033359608171867 0.0018807847915338627 0.0014973887438012312 0.0014825374123696123
leaf_count=491 238 165 40 266 67 69 208 110 156 37 309 106 267 40 197 97 34 224
internal_value=0 2.21192e-05 6.30518e-05 0.000100037 0.000137209 8.91707e-05 2.19428e-05 7.41914e-05 0.000120894 0.000179044 8.0744e-05 0.000589554 0.000152449 0.000244871 0.000111765 0.000241803 -5.77919e-05 0.000466404
internal_weight=0 0.023915 0.0228173 0.0217389 0.0206111 0.0194966 0.0165476 0.0155398 0.0144637 0.0132634 0.010701 0.00256245 0.00965395 0.0077397 0.00632956 0.00522623 0.00334544 0.00294901
internal_count=3121 2630 2465 2227 2187 2120 1827 1619 1509 1243 981 262 944 677 637 440 343 293
is_linear=0
shrinkage=0.00154607


Tree=2195
num_leaves=13
num_cat=0
split_feature=4 3 156 151 160 12 1 12 3 43 2 0
split_gain=7.41153e-05 7.22118e-05 7.07805e-05 0.000124359 9.82584e-05 0.00016486 0.00014654 0.000111709 7.58244e-05 0.000114311 0.000113593 6.66877e-05
threshold=0.27044500000000005 0.11296500000000002 0.084085000000000007 -0.024429999999999997 -0.085834999999999981 -0.029094999999999999 0.12500000000000003 0.10124000000000001 -0.12711499999999995 -0.075574999999999989 0.088225000000000012 -0.10011499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 -1 -5 -6 7 8 -7 -10 -11 -12
right_child=1 -3 -4 4 5 6 -8 -9 9 10 11 -13
leaf_value=0.0017545091952404653 0.0024090498492746813 -0.00025207919555298374 -0.0018064367693353756 -0.002627129119680883 -0.0028295139874434188 -0.0016146535654750686 0.0029194771467410956 -0.0023095840207985534 0.0025033996924351755 -0.0016279169990463646 0.0019672473599814705 -0.00049853902908047738
leaf_weight=0.0019029766170341614 0.0013278633797669604 0.0010687493769081652 0.0014750619264190133 0.0010044996618689796 0.0011594487732422562 0.001064455806347289 0.0010359762805478576 0.0011629780645336374 0.0013851449515542109 0.0015894946502368976 0.0015475829569220334 0.0010824045440989971
leaf_count=341 248 117 407 342 115 114 42 222 297 579 73 224
internal_value=0 0.00122234 -0.000224899 -4.45449e-05 -0.000354875 -0.000127253 0.000226053 -0.000130216 0.00024983 0.000603941 -1.96014e-05 0.000952422
internal_weight=0 0.00239661 0.01441 0.012935 0.011032 0.0100275 0.00886804 0.00783206 0.00666908 0.00560463 0.00421948 0.00262999
internal_count=3121 365 2756 2349 2008 1666 1551 1509 1287 1173 876 297
is_linear=0
shrinkage=0.0076204


Tree=2196
num_leaves=19
num_cat=0
split_feature=128 456 1374 457 484 15 11 3 151 160 50 2 4 1 15 12 16 13
split_gain=0.000445739 0.000211126 0.000184306 0.000256416 0.000247235 0.000246592 0.000260793 0.000245495 0.000204932 0.000251717 0.000399869 0.000246167 0.000154605 0.000170075 0.00016704 0.000152647 0.000146057 9.23877e-05
threshold=0.086435000000000012 0.087015000000000023 -0.094929999999999987 0.088350000000000026 -0.0068949999999999992 -0.24436499999999997 0.080455000000000013 -0.11255999999999998 -0.016164999999999995 -0.082869999999999985 0.088280000000000011 0.11411 0.076415000000000025 0.092695000000000013 -0.016799999999999995 0.084100000000000022 0.13751500000000003 0.073000000000000023
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 -4 -6 7 17 -9 -10 11 12 13 15 -14 -11 -17 -7
right_child=-2 -3 3 -5 5 6 -8 8 9 10 -12 -13 14 -15 -16 16 -18 -19
leaf_value=-0.0005781475813677224 -0.00098868772570823767 -0.00065404968184489454 -0.0006405106714185687 0.00078160283620861554 0.00070865030450397131 0.00086897155096508157 -0.00070386142424893759 0.00051232058243030573 -0.00080837544924735726 0.00033393547842806544 0.0009160124783373861 -0.00077674902744316653 -5.2353611883628142e-05 -0.00067864964496599763 0.000783079029363407 -0.00068489229488980397 8.6858200790408701e-05 0.00028028972946186924
leaf_weight=0.0010052808670950588 0.0010674354790061935 0.001015578265780386 0.001146121560527783 0.0012385269174547608 0.001461649621761033 0.0010990597399260166 0.0010387236145730219 0.0016595317684298125 0.0010043288007470655 0.0018114094522147586 0.0010291106498874223 0.0011284700265112857 0.0012449605309717282 0.0011353643087604753 0.0010584469184551359 0.0010708087813963429 0.0012951533440169472 0.0015165772578091818
leaf_count=40 207 178 393 96 218 58 136 182 304 100 160 124 83 108 24 562 89 59
internal_value=0 3.43794e-05 6.77622e-05 0.000100329 5.52063e-05 0.000100632 4.54046e-05 9.71065e-05 6.56337e-06 -7.13097e-05 4.42972e-06 -0.00010285 -2.99959e-06 -0.000148043 0.000331539 -3.83019e-06 -0.000262428 0.000527647
internal_weight=0 0.0219591 0.0209435 0.0199382 0.0186997 0.0175536 0.0160919 0.0150532 0.0124376 0.0107781 0.00977372 0.00874461 0.00761614 0.00531274 0.00230341 0.00417737 0.00236596 0.00261564
internal_count=3121 2914 2736 2696 2600 2207 1989 1853 1736 1554 1250 1090 966 859 107 751 651 117
is_linear=0
shrinkage=0.00154607


Tree=2197
num_leaves=14
num_cat=0
split_feature=484 15 457 160 43 42 156 43 43 12 3 2 12
split_gain=7.16225e-05 0.000128602 7.09751e-05 9.99362e-05 0.00010302 0.00012704 0.000164649 0.000141974 0.000228067 0.000209023 0.000132396 0.000124808 7.90765e-05
threshold=-0.0068949999999999992 -0.24436499999999997 -0.0029299999999999994 -0.090969999999999981 0.18116500000000002 -1.0000000180025095e-35 0.084085000000000007 -0.074359999999999996 -0.088704999999999992 0.088365000000000013 0.097915000000000016 0.088555000000000009 0.051320000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 -4 5 12 7 8 -7 10 11 -9 -5
right_child=1 2 3 4 -6 6 -8 9 -10 -11 -12 -13 -14
leaf_value=-0.0016932940344893362 0.0023719283678287047 -0.0018221456966822883 -0.0020614915389916724 0.0001926935565316636 -0.0018376803731386456 0.00082775110173101657 -0.001795342447277368 0.0010415853276530788 0.0050799397400355592 -0.0017216477452875265 -0.00033348142625131376 0.0042699409772891219 -0.0024689245168034546
leaf_weight=0.0011738326536960891 0.0011536254345022043 0.0010623491421826873 0.0010096549339401609 0.0011659020548506786 0.0010779383619691227 0.0015915242234409988 0.0010627743647943977 0.0014582152505897778 0.0010295887863769953 0.0015104912710777463 0.0014381649288435217 0.0010009028399143305 0.0010528047989171799
leaf_count=503 232 148 318 91 164 137 232 181 144 308 97 56 510
internal_value=0 0.000109885 -7.05782e-05 6.83068e-05 0.000241887 0.000440081 0.000808665 0.00115335 0.00249804 0.000501596 0.00136327 0.00235558 -0.00107028
internal_weight=0 0.0156139 0.0144603 0.013398 0.0123883 0.0113104 0.00909166 0.00802889 0.00262111 0.00540777 0.00389728 0.00245912 0.00221871
internal_count=3121 2618 2386 2238 1920 1756 1155 923 281 642 334 237 601
is_linear=0
shrinkage=0.00704007


Tree=2198
num_leaves=13
num_cat=0
split_feature=484 4 12 0 16 4 2 15 52 4 3 13
split_gain=5.8463e-05 0.000109685 8.61541e-05 9.2829e-05 8.67587e-05 0.000100501 0.000150966 0.000143491 0.000148199 0.000163955 2.66298e-05 1.30386e-05
threshold=-0.0068949999999999992 0.27044500000000005 0.10711000000000002 0.041630000000000007 -0.27167499999999994 -0.062539999999999984 0.088555000000000009 -0.016799999999999995 -0.089199999999999988 0.033845000000000007 0.097915000000000016 0.073000000000000023
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 6 -6 8 -7 -10 -3 -5
right_child=1 10 -4 11 5 7 -8 -9 9 -11 -12 -13
leaf_value=-0.0015947917932053887 -0.0017830394227781757 0.0024842313647637239 -0.0021164773743659925 0.0019909559140172182 0.00030010367899361515 -0.0024317103081570304 -0.0031474220765910512 0.0024031039139516337 0.0022427027293212692 -0.0012742545869110708 0.00082586934552288213 0.0008393566123915063
leaf_weight=0.0011673802563465464 0.0016639832182579204 0.0010585892526112578 0.0010850950986942215 0.0010905915648752882 0.0017021815057214505 0.0011030704606057214 0.0011363250984449125 0.0016814197806683364 0.0016455570417313672 0.0012523009265818785 0.0010200226260442397 0.0010214763188329812
leaf_count=503 102 221 196 94 648 256 253 235 310 88 125 90
internal_value=0 0.000105088 -0.000138056 3.65226e-05 -0.000253277 4.54602e-05 -0.00108003 0.000607675 -0.000146867 0.00072286 0.00167044 0.001434
internal_weight=0 0.0154606 0.013382 0.0122969 0.0101848 0.00852085 0.00283851 0.00568235 0.00400093 0.00289786 0.00207861 0.00211207
internal_count=3121 2618 2272 2076 1892 1790 901 889 654 398 346 184
is_linear=0
shrinkage=0.00732449


Tree=2199
num_leaves=14
num_cat=0
split_feature=41 2 484 151 4 48 47 1 0 52 16 16 0
split_gain=6.64246e-05 7.9628e-05 6.07947e-05 8.18753e-05 0.000192841 0.000153309 9.05845e-05 0.000225102 0.000228681 7.69794e-05 7.45083e-05 0.000116641 0.000100499
threshold=0.078475000000000017 -1.0000000180025095e-35 -0.0068949999999999992 -0.0083949999999999979 0.24564500000000003 0.016865000000000002 0.11635500000000001 0.090840000000000018 -0.10836499999999999 -0.068719999999999989 0.19444000000000003 -0.083134999999999987 -0.084269999999999984
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 5 6 -4 7 9 -9 -5 11 12 -11
right_child=-2 2 3 4 -6 -7 -8 8 -10 10 -12 -13 -14
leaf_value=0.0020656151884376438 -0.0019367210662747194 -0.0018675563874200527 -0.0033673084066334429 0.0022930665102673122 0.0030132741543886948 0.00043777046483565231 0.0021180044465100786 0.00014266591441201094 -0.004828959864743106 -0.0011162222173831376 0.0018385858600027496 -0.0022368795540098781 0.002176939870694406
leaf_weight=0.0011663469401418701 0.001018371744633261 0.0010279651729553649 0.0010885487728555391 0.00115947652953142 0.0014685867145713795 0.0015515780162010939 0.0010593645401808524 0.0010938627975595194 0.0011430985804368951 0.0010606328003783944 0.0010930981751569036 0.0013990312319068091 0.001185853014350942
leaf_count=177 148 483 206 254 193 156 59 70 302 356 26 542 149
internal_value=0 0.000112596 -4.63522e-05 9.43766e-05 0.000397801 -0.0011311 -1.99583e-05 -0.000298369 -0.00239786 0.000497903 5.86499e-05 -0.000475059 0.00062214
internal_weight=0 0.0154974 0.0143311 0.0133031 0.010663 0.00264013 0.00919442 0.00813505 0.00223696 0.00589809 0.00473862 0.00364552 0.00224649
internal_count=3121 2973 2796 2313 1951 362 1758 1699 372 1327 1073 1047 505
is_linear=0
shrinkage=0.00777281


Tree=2200
num_leaves=19
num_cat=0
split_feature=1213 456 1374 457 11 403 15 15 42 160 3 51 3 43 1 3 2 52
split_gain=0.000571121 0.000302357 0.000286491 0.000304264 0.000231413 0.000195375 0.00033932 0.000237578 0.000241819 0.000205865 0.000233503 0.000234315 0.000199049 0.000281468 0.000175546 0.000182802 0.000140241 0.000100082
threshold=-1.0000000180025095e-35 0.087485000000000021 -0.094929999999999987 0.092360000000000012 0.088215000000000002 0.03138500000000001 0.088235000000000022 0.084050000000000014 0.088200000000000014 -0.10151499999999998 -0.10519499999999998 0.045645000000000005 -0.075944999999999985 -0.074359999999999996 0.10708500000000001 0.092670000000000016 0.099515000000000006 -0.014264999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 7 -7 9 -9 -4 16 12 -12 -14 15 -15 -11 -13
right_child=1 -3 3 -5 -6 6 -8 8 -10 10 11 17 13 14 -16 -17 -18 -19
leaf_value=-0.0010616549175828229 -0.00066696598036018848 -0.00078270826319061515 -0.00043307507666773758 0.00095241870716564669 -0.00064927536122302073 -3.8966655789260941e-05 0.0011019592489314399 -0.00069397465361013681 0.00025298706951149414 0.00025600144373123161 -0.00065246752845802625 0.00022746405703630691 0.00068113634361456827 -0.00020986407537548291 -0.00046125372751956451 0.00050365467298213971 0.0010306231477607379 0.0009259274019530803
leaf_weight=0.0012218759911539192 0.0012020234728362658 0.0010516825740656535 0.0013853667031923913 0.0010491476991316686 0.001023285827410624 0.0013160383941946399 0.0012775782212846032 0.0018570144886675853 0.0010497150071658301 0.0011195715750387481 0.0010599457484571292 0.0010039637357818973 0.0015222185570783293 0.0019089963900859709 0.0019783152717937208 0.0016777024660310502 0.0012087912382356958 0.0010373140012661973
leaf_count=491 40 165 229 67 107 154 38 328 278 63 420 102 155 150 124 60 71 79
internal_value=0 4.39033e-05 8.22387e-05 0.000124174 8.16324e-05 0.00012018 0.000523037 5.80195e-05 -0.000351996 0.000143747 0.00020759 0.000104623 -1.50843e-05 8.02409e-05 -8.41242e-05 0.000123889 0.000658154 0.000582401
internal_weight=0 0.0237287 0.022677 0.021475 0.0204258 0.0194025 0.00259362 0.0168089 0.00290673 0.0139022 0.0125168 0.0101885 0.00814718 0.00708723 0.00556501 0.0035867 0.00232836 0.00204128
internal_count=3121 2630 2465 2425 2358 2251 192 2059 606 1453 1224 1090 909 489 334 210 134 181
is_linear=0
shrinkage=0.00157699


Tree=2201
num_leaves=18
num_cat=0
split_feature=1213 1374 453 457 484 4 403 160 15 43 3 16 0 15 3 3 2
split_gain=0.000434207 0.000271794 0.000216022 0.000247702 0.000266391 0.000264144 0.000200984 0.000401913 0.000324128 0.000197196 0.000391301 0.000243336 0.000315544 0.000234537 0.00020012 0.000167736 0.000102205
threshold=-1.0000000180025095e-35 -0.094929999999999987 1.0000000180025095e-35 0.092360000000000012 -1.0000000180025095e-35 0.27044500000000005 0.03138500000000001 -0.082299999999999984 0.088235000000000022 -0.074359999999999996 -0.077774999999999983 0.22339500000000004 -0.046359999999999991 1.0000000180025095e-35 0.076840000000000006 -0.10519499999999998 0.11237500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 -3 6 7 -6 -8 10 15 12 13 14 -11 -9 -7
right_child=1 2 -4 -5 5 16 8 9 -10 11 -12 -13 -14 -15 -16 -17 -18
leaf_value=-0.0010101001914081015 -0.00076070275392060491 -0.0006279646604375335 -0.00064362113765138707 0.0008575055318901252 -0.00078122455795301502 0.00030036079886834436 -9.8238251286580997e-05 0.00034399036977494679 0.0010979836077648919 -0.00030266079167791046 0.00089439098721394786 -0.00061022752445624934 0.00082523552892322424 -0.00070503940162570163 0.00057254357108268809 -0.00051913500130958124 0.00099553022574862715
leaf_weight=0.0010561520826110329 0.0010375801015221056 0.0012918646178623648 0.0010095231008187535 0.0010288961068798388 0.0015841344391578369 0.0010848441481746797 0.0011818026014199729 0.0011026950001191693 0.001076367950099133 0.0013025728449272932 0.0017917433091567628 0.0017071668506062898 0.0010994250247673473 0.0012167241667552647 0.0012963326240722495 0.0011375711785912151 0.0010209024289830563
leaf_count=491 55 467 79 86 342 125 122 53 31 119 149 174 46 339 49 229 165
internal_value=0 2.6194e-05 6.71555e-05 0.000105075 6.18106e-05 0.000115484 3.96722e-05 -4.00893e-05 0.000471947 7.01071e-05 0.000345059 -9.73004e-05 8.08567e-05 -0.000133627 0.000133891 -9.42908e-05 0.000637391
internal_weight=0 0.0209701 0.0199326 0.018923 0.0178941 0.0166023 0.0144965 0.0122384 0.00225817 0.0106542 0.00403201 0.00662222 0.00491505 0.00381563 0.00259891 0.00224027 0.00210575
internal_count=3121 2630 2575 2496 2410 1943 1653 1500 153 1158 431 727 553 507 168 282 290
is_linear=0
shrinkage=0.00157699


Tree=2202
num_leaves=13
num_cat=0
split_feature=124 40 1 131 50 13 160 457 52 4 0 3
split_gain=6.23851e-05 9.71134e-05 0.000103963 0.000127094 9.74303e-05 0.000107948 0.000131755 0.000157252 0.000151303 0.000128744 7.17555e-05 0.000142164
threshold=-0.043384999999999993 -0.063404999999999989 0.12873500000000002 0.08844500000000001 0.07826000000000001 -0.11122999999999998 -0.081069999999999989 0.080930000000000016 -1.0000000180025095e-35 0.181285 -0.10011499999999998 -0.091054999999999983
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 5 -3 -7 8 -8 10 -10 -12
right_child=1 2 -4 -5 -6 6 7 -9 9 -11 11 -13
leaf_value=0.001502582613595883 -0.0022412215627922974 0.001822504890057983 0.0017363384681979769 -0.0025709761711861113 -0.0019356473120070588 0.0018871397655249461 -0.0029620268719149864 0.0013803009585043068 0.0018268596886186889 -0.0024546018905425792 0.0014242358869386857 -0.0022836915245561399
leaf_weight=0.0012433454291743027 0.0010151558688125751 0.0017451416154088432 0.0015460489178274065 0.0010274369968500266 0.0011495604095260363 0.0014015827090180987 0.0014879547383229753 0.0017503530437189448 0.0010914208910510793 0.001074320956802155 0.001037310409574057 0.0010129182810191717
leaf_count=259 109 125 151 373 468 319 470 124 51 69 104 499
internal_value=0 -0.000137047 1.20771e-05 -0.000196547 1.10671e-05 0.000222167 -9.31972e-05 -0.000465548 -0.00103198 -0.000350803 0.000368614 -0.000407671
internal_weight=0 0.0153392 0.014324 0.012778 0.0117506 0.010601 0.00885586 0.00745428 0.00570393 0.00421597 0.00314165 0.00205023
internal_count=3121 2862 2753 2602 2229 1761 1636 1317 1193 723 654 603
is_linear=0
shrinkage=0.00704007


Tree=2203
num_leaves=18
num_cat=0
split_feature=1213 1374 1447 124 457 11 4 403 42 43 16 52 16 1 1 4 12
split_gain=0.000406057 0.000243754 0.000205784 0.000181117 0.000205068 0.000184445 0.000209133 0.000169892 0.000207211 0.000195061 0.000295572 0.000237489 0.000219804 0.000179994 0.000164285 0.000154981 0.000131853
threshold=-1.0000000180025095e-35 -0.094929999999999987 -1.0000000180025095e-35 0.10093000000000002 0.088350000000000026 0.087830000000000005 0.27287000000000006 0.03138500000000001 -1.0000000180025095e-35 -0.15323999999999996 0.15891500000000003 -0.084699999999999984 -0.36241499999999999 0.10089500000000001 0.086560000000000012 -0.078629999999999992 0.081420000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 5 6 7 8 -4 -10 12 -12 -11 14 16 -9 -14
right_child=1 2 3 -5 -6 -7 -8 15 9 10 11 -13 13 -15 -16 -17 -18
leaf_value=-0.00096818484251515798 -0.00069726016344406774 -0.00062289063732066073 -0.00062097887184992678 0.00075906167975642357 0.0006584932284242485 -0.00061393479925604558 0.00058313164953007065 -7.0694680876317153e-06 0.00067106842421262459 -0.00047552092487776308 -6.7794807485708461e-05 -0.0010831811837350982 0.00073358077310201313 0.00062929648190412002 -0.00033239233104392294 0.00086706916923657835 -3.8644673204662498e-05
leaf_weight=0.0010557131660861993 0.0010764152212869851 0.0010041321197323911 0.0014762273106022636 0.0010111173567852174 0.0013758981555571847 0.0010524470573185498 0.001742439862235194 0.0010160795161575642 0.0010039811288606792 0.0013483585652545524 0.00120054054126989 0.0010956325852915505 0.0010281072253574206 0.0019004253207944299 0.0016917121756694908 0.0010016226856608699 0.0011820804747782829
leaf_count=491 55 255 435 44 115 113 250 65 40 74 213 47 61 169 204 90 400
internal_value=0 3.3884e-05 7.2979e-05 0.000109512 7.3257e-05 2.51541e-05 6.80302e-05 3.6668e-06 -6.79262e-05 1.01949e-05 -6.00405e-05 -0.000552292 9.80276e-05 0.00023131 3.74706e-05 0.000426868 0.000320569
internal_weight=0 0.0212072 0.0201308 0.0191267 0.0181156 0.0167397 0.0156872 0.0139448 0.0119271 0.0104508 0.00944686 0.00229617 0.00715068 0.00580233 0.0039019 0.0020177 0.00221019
internal_count=3121 2630 2575 2320 2276 2161 2048 1798 1643 1208 1168 260 908 834 665 155 461
is_linear=0
shrinkage=0.00157699


Tree=2204
num_leaves=12
num_cat=0
split_feature=1 12 160 0 16 15 48 4 15 133 15
split_gain=6.27845e-05 0.000101254 0.000138711 0.000218398 0.00023151 9.60574e-05 0.000160532 9.68651e-05 9.11911e-05 8.18824e-05 8.98529e-05
threshold=0.094385000000000011 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.053834999999999994 -0.51370499999999997 -0.0063699999999999989 0.083985000000000018 -0.49405499999999997 -0.074054999999999996 0.083950000000000011 0.079055000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=5 -2 -3 4 -4 6 -1 -7 -6 10 -9
right_child=1 2 3 -5 8 7 -8 9 -10 -11 -12
leaf_value=-0.0038324198741577823 0.0020768460196922875 -0.0021577758936859913 -0.0015270629856768421 -0.0024840051376193249 0.00418737090959678 -0.0018606523734473136 -0.00018257023681838937 0.001179469632756796 0.0012642592983279901 0.0020377956282698405 -0.0013570593195452085
leaf_weight=0.001127904510259633 0.0017921998075819262 0.0013286739507035183 0.0010124860996816309 0.0010064103999603688 0.0013020108665751096 0.0011648835297917159 0.0018436355066193816 0.0016117670549364868 0.0011827181667844466 0.0015384296420468818 0.001632265525831943
leaf_count=656 322 156 69 184 96 75 302 95 116 350 700
internal_value=0 0.000492668 5.86828e-06 0.000644193 0.00154441 -0.000449124 -0.00156794 0.000109883 0.00279598 0.000589854 -9.68088e-05
internal_weight=0 0.0076245 0.0058323 0.00450363 0.00349722 0.00891889 0.00297154 0.00594735 0.00248473 0.00478246 0.00324403
internal_count=3121 943 621 465 281 2178 958 1220 212 1145 795
is_linear=0
shrinkage=0.0076204


Tree=2205
num_leaves=14
num_cat=0
split_feature=2 13 16 4 1 13 403 12 48 42 1 0 12
split_gain=6.10936e-05 0.000132603 0.000112057 0.000205011 0.000100425 0.000117297 0.000142171 0.000119342 0.000152786 0.000131681 0.000131369 7.63071e-05 7.15198e-05
threshold=0.10005000000000001 -0.08971999999999998 0.071345000000000006 0.033845000000000007 0.12958500000000003 -0.095539999999999986 0.03138500000000001 0.084100000000000022 0.086035000000000014 0.088200000000000014 0.088485000000000022 -0.15202999999999997 0.092755000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 12 3 -3 5 -1 7 8 10 -9 -7 -5 -2
right_child=1 2 -4 11 -6 6 -8 9 -10 -11 -12 -13 -14
leaf_value=-0.0025142449997605574 0.0032168497370575399 0.0030259290814149838 -0.0021606866550753895 -0.0020247071380625546 0.0016063265315818932 0.0030715188034190796 0.0016942301080779857 -0.0032939292851048027 -0.0021253527900652316 -0.00019259238862612391 -0.00034528963972336568 0.00060523530441910849 0.00064433674546424114
leaf_weight=0.0013598445501076823 0.0010895666210623822 0.0010469292423384846 0.0010742360340314887 0.0011383168707428115 0.001141671682290007 0.0010054785354536412 0.0014718825013372017 0.0014432042615566349 0.0010033454761702448 0.0012806729777206025 0.0012523349129643022 0.0010522530483627187 0.001053559196158016
leaf_count=166 153 200 263 69 94 228 242 812 109 473 98 169 45
internal_value=0 0.000520967 -0.000190423 0.000463332 -0.000358327 -0.000612727 -0.000265966 -0.000748032 0.000160515 -0.00183579 0.00117633 -0.000761399 0.0019522
internal_weight=0 0.00645486 0.00431174 0.0032375 0.00995843 0.00881676 0.00745692 0.00598504 0.00326116 0.00272388 0.00225781 0.00219057 0.00214313
internal_count=3121 899 701 438 2222 2128 1962 1720 435 1285 326 238 198
is_linear=0
shrinkage=0.00704007


Tree=2206
num_leaves=13
num_cat=0
split_feature=4 16 15 51 457 2 49 133 1 4 3 15
split_gain=6.17238e-05 0.000100705 0.000151842 0.000285572 0.000106924 0.000108178 0.000144285 0.000149089 9.26758e-05 0.000129581 9.18923e-05 0.000200029
threshold=0.24564500000000003 -0.094359999999999986 0.091295000000000015 0.081440000000000026 0.088350000000000026 0.10912000000000001 -0.006494999999999999 0.090445000000000011 0.09253500000000002 -0.077834999999999988 -0.10519499999999998 -0.15026499999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 6 -3 8 9 -8 -2 -12
right_child=10 4 -4 -5 -6 -7 7 -9 -10 -11 11 -13
leaf_value=-0.0055333331790253983 0.0028110266419677644 -0.0030973462058900367 0.0010661578774377781 0.00039104865325705952 0.0026266961092340909 0.0017019424751930604 -0.00021976251512482593 -0.0028302606781342439 -0.0010790462864799651 0.0029862945984390995 0.002513863187054449 -0.002452037385184068
leaf_weight=0.0011302255005649848 0.0011575384923250796 0.0012324668054505628 0.0010061302795312255 0.001005430837712434 0.0010134901211589229 0.0016770594295771879 0.0017320430487820686 0.0010435231081551977 0.0015716709966568237 0.0015733141561755145 0.0010390405247482086 0.0010837462585982648
leaf_count=206 93 312 66 121 101 320 537 388 244 400 206 127
internal_value=0 -0.000263423 -0.00152399 -0.00274423 0.000138914 -0.000146627 -0.000580033 -5.60094e-05 0.000537589 0.00130629 0.000978101 -2.13778e-05
internal_weight=0 0.0129854 0.00314179 0.00213566 0.00984357 0.00883008 0.00715302 0.00592055 0.00487703 0.00330536 0.00328033 0.00212279
internal_count=3121 2695 393 327 2302 2201 1881 1569 1181 937 426 333
is_linear=0
shrinkage=0.00808683


Tree=2207
num_leaves=13
num_cat=0
split_feature=42 43 16 0 2 3 160 151 16 13 4 1
split_gain=5.48105e-05 0.000103215 0.000103273 0.000104674 6.91489e-05 0.000202916 9.04534e-05 8.32865e-05 0.000161574 0.000316867 6.78858e-05 4.23569e-05
threshold=-0.11466499999999999 -0.17390999999999998 0.22339500000000004 -0.061629999999999997 0.088225000000000012 -0.078934999999999991 0.088405000000000011 -0.039414999999999999 -0.083134999999999987 -0.014169999999999999 -0.27825499999999997 0.09253500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 5 -3 7 -6 9 -9 -5 -7
right_child=1 2 -4 10 6 11 -8 8 -10 -11 -12 -13
leaf_value=-0.0017601597984308317 0.0020323093511188535 -0.0039368446498224217 -0.0017794417221769867 0.00024940390409313714 -0.0019541851987548891 0.001235389813184135 0.0021149757107681885 -0.0014678011641971326 -0.0018346511943637548 0.0046554755700799807 0.0030497237757138159 -0.00095683041901173111
leaf_weight=0.0010539932060784586 0.0015723925484172315 0.0010776212112846807 0.0019945213980551652 0.0010246586515321177 0.0012557106970703252 0.0012329475739950016 0.001359360169450128 0.0010069801767254027 0.0012425715738955505 0.0011243168413881746 0.0011603756013386811 0.001006054610545197
leaf_count=171 144 836 386 92 175 119 137 199 350 95 204 213
internal_value=0 0.000110016 -0.000114127 0.000174936 -0.000191741 -0.00111013 0.000316854 -0.000211119 0.000437627 0.00176239 0.00173653 0.000250356
internal_weight=0 0.0150575 0.0134851 0.0114906 0.00930556 0.00331662 0.00598894 0.00462958 0.00337387 0.0021313 0.00218503 0.002239
internal_count=3121 2950 2806 2420 2124 1168 956 819 644 294 296 332
is_linear=0
shrinkage=0.00792826


Tree=2208
num_leaves=19
num_cat=0
split_feature=1213 1447 1374 51 16 3 403 15 15 13 13 3 43 52 4 2 15 13
split_gain=0.000418853 0.000264832 0.000265521 0.00022899 0.000310064 0.000206673 0.000190747 0.000186351 0.000218797 0.00018983 0.000186184 0.000284433 0.000250502 0.000193305 0.000142345 0.000121661 0.000109685 7.70995e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.094929999999999987 0.078435000000000019 -0.062804999999999986 -0.15447499999999995 0.03138500000000001 -0.24436499999999997 -0.11713499999999999 0.11596500000000001 -0.084034999999999985 -0.080734999999999987 -0.074359999999999996 0.093665000000000012 0.053925000000000008 0.09167500000000002 -0.095244999999999982 0.25761500000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 5 16 -4 7 -7 -9 10 13 -12 -13 15 -14 -10 -5 -11
right_child=1 2 3 4 -6 6 -8 8 9 17 11 12 14 -15 -16 -17 -18 -19
leaf_value=-0.0010674146713706483 -0.00083194852383291584 -0.000790182758056657 0.00065944820864595021 0.0013380063555548951 -0.00013172302427103143 0.00062918956452803494 0.00049725417129047424 -0.00075480166008490594 0.0008763546470685773 0.00074666007320813282 -0.0012189216271437848 0.00056638943604999444 -0.000166864297238388 -0.00042995046974836349 -0.00098760750026974852 5.426693138843087e-05 0.00054220498269775706 6.6753920421397888e-05
leaf_weight=0.001136521706600376 0.0010531125257817108 0.0010512940192430867 0.0015384152255042095 0.001118480606944916 0.0013556360999034114 0.0010246754013709886 0.0019393123490992628 0.001679624535142474 0.0010654285500426774 0.00107085526914208 0.0010596922051552818 0.0010385477229748492 0.0019512917655720684 0.0012531893326621635 0.0010122023488732534 0.0012155289599287133 0.0010677269586587268 0.0010339170537445597
leaf_count=491 255 55 140 64 116 172 177 148 162 39 425 168 273 62 90 76 179 29
internal_value=0 3.75749e-05 8.02138e-05 0.000125015 0.000535566 3.88848e-05 -2.33329e-05 -9.86469e-05 -0.000158888 -6.53501e-05 -0.000182398 -0.000400795 -0.000184165 0.000130398 -0.000447195 0.000438262 0.000949343 0.000412673
internal_weight=0 0.0225289 0.0214758 0.0204245 0.00354184 0.0168827 0.0153443 0.013405 0.0123803 0.0107007 0.00859588 0.00506173 0.00400204 0.00353415 0.00296349 0.00228096 0.00218621 0.00210477
internal_count=3121 2630 2375 2320 359 1961 1821 1644 1472 1324 1256 956 531 300 363 238 243 68
is_linear=0
shrinkage=0.00177594


Tree=2209
num_leaves=12
num_cat=0
split_feature=1 0 2 403 2 150 3 12 3 4 52
split_gain=5.5255e-05 9.49167e-05 0.000175048 8.7548e-05 0.000135051 8.63395e-05 9.07839e-05 0.000185473 0.000140917 7.87925e-05 6.89747e-05
threshold=0.094385000000000011 0.15398500000000004 0.092875000000000013 0.03138500000000001 0.089775000000000008 0.080470000000000014 0.10732000000000001 0.090995000000000006 0.13524500000000003 -0.03898999999999999 -0.0064899999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 10 6 7 -2 -8 -4 -1
right_child=5 -3 9 -5 -6 -7 8 -9 -10 -11 -12
leaf_value=-0.0031640871375835278 0.0024337839423533994 0.0014883163276264786 -0.0011859357064350168 0.0016808295710631037 0.0012728222163823164 0.002091902522226634 -0.0032664192118136387 -0.00094358992827074813 0.00064632802298293169 -0.0041302159810418133 -0.00059100686454427594
leaf_weight=0.0010334684242419264 0.0019117570513387154 0.0012821406998648754 0.001090981884236536 0.0013245640735323611 0.0014409599277736829 0.001517653263342713 0.0010107541353807648 0.0018657187393401053 0.0011344154818107161 0.0010224993271313876 0.0014591266338429979
leaf_count=399 246 45 244 227 200 227 52 294 124 376 687
internal_value=0 -0.000425323 -0.000758161 -1.36714e-05 -0.000584268 0.000470246 5.47033e-05 0.000765678 -0.00119727 -0.00261037 -0.00165785
internal_weight=0 0.00865374 0.0073716 0.00525812 0.00393355 0.0074403 0.00592265 0.00377748 0.00214517 0.00211348 0.0024926
internal_count=3121 2178 2133 1513 1286 943 716 540 176 620 1086
is_linear=0
shrinkage=0.0076204


Tree=2210
num_leaves=12
num_cat=0
split_feature=4 15 16 15 4 0 0 3 15 13 43
split_gain=5.70788e-05 9.01877e-05 0.000100899 0.000152663 0.000123939 0.000276873 0.000141931 7.89497e-05 0.000170847 6.44012e-05 0.000123864
threshold=0.24564500000000003 -0.10324499999999999 -0.094359999999999986 0.09116500000000001 0.0061450000000000003 -0.10151999999999999 -0.084269999999999984 -0.10519499999999998 -0.15026499999999995 -0.084034999999999985 -0.084999999999999978
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 6 -6 -4 -2 -9 -8 -11
right_child=7 2 4 -5 5 -7 9 8 -10 10 -12
leaf_value=-0.0023853980130886265 0.0026119815820721056 -0.0030078851611432585 -0.0024426646039869418 0.00097138032896879685 0.0041725560772539376 -0.00080255182744052753 0.0016731018517232685 0.0023652937189455512 -0.0021824844593056995 0.0010542308698115162 -0.0021034208168557635
leaf_weight=0.0011319163361359812 0.0011374982325305476 0.001537074966810951 0.0014533215125810068 0.0010004597063394405 0.0014332178614235858 0.0013802753807831136 0.001618028374716406 0.0010043003048325555 0.0010750466980807838 0.0018664334498262498 0.0013425358175373414
leaf_count=224 93 239 650 67 43 192 163 206 127 294 823
internal_value=0 -0.000249017 -4.11127e-05 -0.001439 0.000348954 0.00173181 -0.000270546 0.000932689 1.40393e-05 0.000383439 -0.000266835
internal_weight=0 0.0127633 0.0116313 0.00253753 0.00909381 0.00281349 0.00628032 0.00321685 0.00207935 0.004827 0.00320897
internal_count=3121 2695 2471 306 2165 235 1930 426 333 1280 1117
is_linear=0
shrinkage=0.00792826


Tree=2211
num_leaves=18
num_cat=0
split_feature=1213 1374 50 128 15 15 133 2 160 2 2 52 3 13 2 15 16
split_gain=0.000429822 0.000282354 0.00020383 0.000165009 0.000201081 0.000181272 0.000238322 0.000238684 0.000222484 0.000221961 0.000213453 0.000228418 0.00019795 0.000205084 0.000165348 0.000202068 0.000114652
threshold=-1.0000000180025095e-35 -0.094929999999999987 0.10647500000000001 1.0000000180025095e-35 -0.24436499999999997 -0.10324499999999999 -0.083244999999999986 -1.0000000180025095e-35 -1.0000000180025095e-35 0.089775000000000008 0.10097500000000002 -0.089199999999999988 -0.028564999999999997 -0.073839999999999975 0.10912000000000001 0.013270000000000002 -0.0007049999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 -3 9 -7 -8 16 -6 11 -10 13 -13 -12 -16 -9
right_child=1 2 -4 -5 5 6 7 8 10 -11 14 12 -14 -15 15 -17 -18
leaf_value=-0.00092489485113546853 -0.00070059445106693025 0.00072468231149763079 -0.00050617509019194233 -0.00046197227417362017 -0.00072566699679796451 0.00067380663599393741 0.00073714738718935291 -0.00072894887168093315 -0.00016214496486217258 0.00014151973596546121 -0.00054403652684899305 0.00073338263876731918 0.00093309210409788066 -0.0001539123712200444 0.00045947855959923125 -0.0003937369243763927 -6.1907340735860034e-05
leaf_weight=0.0010487153674538638 0.0010631158802500975 0.0011690211341832913 0.0012227266223941704 0.0010195883800545374 0.0011673124283347299 0.0017100159288365594 0.001110366443877262 0.0010683771199881814 0.0014742803247664452 0.0013521618643784761 0.0013402282957361011 0.0010015571043434229 0.0014611949484049204 0.0012342861802166188 0.0013771518746366618 0.0010296640421767478 0.0011205713256058217
leaf_count=491 55 218 305 150 121 194 101 309 184 112 123 105 43 232 158 57 163
internal_value=0 3.0897e-05 7.0057e-05 0.000107865 0.000140846 9.93481e-05 0.0001644 9.31025e-05 2.87192e-05 -0.000260262 0.000130871 0.000322729 0.000516084 0.000243556 -0.000133913 9.4463e-05 -0.000387475
internal_weight=0 0.0209216 0.0198585 0.0186358 0.0176162 0.0164472 0.0139277 0.0122177 0.0111073 0.00251947 0.00891836 0.00517132 0.00369704 0.00223584 0.00374704 0.00240682 0.00218895
internal_count=3121 2630 2575 2270 2120 1902 1669 1475 1374 233 902 564 380 337 338 215 472
is_linear=0
shrinkage=0.00145689


Tree=2212
num_leaves=11
num_cat=0
split_feature=484 133 3 42 52 52 52 42 16 0
split_gain=5.76519e-05 8.18348e-05 0.000147367 9.42077e-05 0.000115497 9.86827e-05 0.000103447 8.07942e-05 0.000106701 8.75762e-05
threshold=0.085515000000000022 0.10622000000000002 0.16158000000000003 0.09832500000000001 -0.24456499999999998 -0.081429999999999989 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.36241499999999999 -0.083914999999999976
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 -6 -7 -8 -9 -10
right_child=-2 -3 -4 -5 5 6 7 8 9 -11
leaf_value=-0.0035520385700849241 0.0016560004533012404 -0.002731318135574055 0.0031150262862308024 0.0019832200160512996 0.0021509926570244479 -0.0028198668256177264 -0.0021632145891737537 -0.0014402488295548028 0.002609811905897741 -0.00028517862349952157
leaf_weight=0.0010360116374289611 0.0016060291909578339 0.0010233492784911197 0.0011893205462867327 0.0013694791393180387 0.0012465007805465408 0.0015473156015508921 0.0013925014721191094 0.0019048654000040975 0.0019551467232114261 0.0016734313589387537
leaf_count=269 341 412 124 185 298 289 506 203 268 226
internal_value=0 -0.000199941 -5.38067e-06 -0.00031145 -0.000603619 -0.000289352 -0.000648351 -0.000163215 0.000340088 0.0012747
internal_weight=0 0.0143379 0.0133146 0.0121253 0.0107558 0.00971976 0.00847326 0.00692594 0.00553344 0.00362858
internal_count=3121 2780 2368 2244 2059 1790 1492 1203 697 494
is_linear=0
shrinkage=0.00928922


Tree=2213
num_leaves=12
num_cat=0
split_feature=41 0 3 0 1 47 13 457 4 15 4
split_gain=5.46215e-05 8.53436e-05 0.000104927 0.000123593 9.83041e-05 0.000122563 0.000140043 0.000135272 9.54473e-05 8.6579e-05 8.97481e-05
threshold=0.078065000000000009 -0.061629999999999997 0.076840000000000006 0.12113000000000002 0.08844500000000001 0.087885000000000019 -0.00096999999999999983 0.083190000000000014 0.24564500000000003 -0.0063699999999999989 -0.031404999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 -3 9 6 -6 -8 -7 -1 -11
right_child=-2 2 -4 -5 5 8 7 -9 -10 10 -12
leaf_value=-0.0032903364521601388 -0.0018272652852342991 0.0032155663129726409 -0.0006237857831043436 -0.00017374586225251738 0.0030390047198401251 -0.0028072893391623602 -0.001511778368460438 0.002296287991690682 0.00059495815600133764 -0.0022792893828970122 0.00098717657968861155
leaf_weight=0.0011498422678804295 0.0010512938520008666 0.0019214525974151743 0.001702666174737015 0.0011825465913369859 0.0015916911958731919 0.001243580777815112 0.0016526123028131057 0.0010304040612396648 0.0010221857858553566 0.001061940319964318 0.0012412253837489739
leaf_count=748 154 299 122 123 449 145 140 51 51 760 79
internal_value=0 0.00011854 0.00102171 0.00192432 -0.000315864 0.000278565 0.00110063 -4.93024e-05 -0.00127239 -0.00144179 -0.000518921
internal_weight=0 0.0148001 0.00480667 0.003104 0.00999348 0.00654047 0.00427471 0.00268302 0.00226577 0.00345301 0.00230317
internal_count=3121 2967 544 422 2423 836 640 191 196 1587 839
is_linear=0
shrinkage=0.00824856


Tree=2214
num_leaves=12
num_cat=0
split_feature=484 4 150 12 43 3 15 52 13 0 1
split_gain=5.67807e-05 9.86423e-05 8.53836e-05 7.70356e-05 7.53814e-05 0.000139374 0.000168101 0.000118973 0.000109416 7.70825e-05 7.61941e-05
threshold=-0.0068949999999999992 0.27044500000000005 0.102565 0.10711000000000002 -0.052894999999999991 -0.08824499999999999 -0.016799999999999995 -0.085984999999999992 -0.014169999999999999 -0.084269999999999984 0.086560000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 -2 -7 -6 9 -9 -10
right_child=1 -3 -4 -5 7 6 -8 8 10 -11 -12
leaf_value=-0.0018460840630996084 -0.00079963849242223513 0.0018888110035515089 -0.0024380315126239557 -0.0021215607188559945 -0.0029512507211272138 0.00032737333292208714 0.0046588463754880273 -0.0027093456629756537 0.0025961489798594006 0.00043168995320397351 1.083650390393521e-05
leaf_weight=0.0011078590653607117 0.0015706690924815886 0.0019545537554517831 0.0010512244054183282 0.001037997787892664 0.0010017959478373873 0.0013331871621395583 0.0012097801660550791 0.0011803029670589419 0.0014779202354717564 0.001040687515879964 0.0017774902780309278
leaf_count=503 280 346 143 193 232 333 190 288 241 271 101
internal_value=0 0.000129436 -0.00014174 6.58225e-05 0.000280186 0.0011709 0.00238801 -0.000285416 0.000202244 -0.00123755 0.00118454
internal_weight=0 0.0146356 0.0126811 0.0116298 0.0105918 0.00411364 0.00254297 0.0064782 0.0054764 0.00222099 0.00325541
internal_count=3121 2618 2272 2129 1936 803 523 1133 901 559 342
is_linear=0
shrinkage=0.00841354


Tree=2215
num_leaves=11
num_cat=0
split_feature=11 3 1 3 2 4 13 52 13 0
split_gain=5.58627e-05 8.04877e-05 8.76578e-05 0.00011756 0.000200954 0.000116995 0.000124818 0.000110942 9.15363e-05 9.81521e-05
threshold=0.081790000000000015 -0.12018999999999998 0.10089500000000001 0.092670000000000016 0.097220000000000015 0.033845000000000007 -0.041739999999999992 -1.0000000180025095e-35 -0.014169999999999999 -0.10224499999999999
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 8 -4 -7 -8 -3 -10
right_child=-2 2 5 -5 -6 6 7 -9 9 -11
leaf_value=0.001247659955888225 -0.0012801719807861254 -0.0014594273756344052 0.0018515104498094282 0.00085302573975811001 -0.0033494862038907225 0.0015608437882409175 -0.002365520471852383 0.00018090548093425694 -0.0011686557176138034 0.0011932847096961896
leaf_weight=0.0019010186998263045 0.0011507819064068272 0.0017595229578194595 0.0016203725326550678 0.0017320747348712473 0.0010195541433587335 0.0011573782477187818 0.0010122955187736975 0.0015847308156162745 0.0010205030749879107 0.0016824002161160319
leaf_count=180 175 1087 263 106 404 197 49 119 60 481
internal_value=0 9.52474e-05 -7.87765e-05 -0.000511558 -0.000942709 0.000502105 -8.02877e-05 -0.000811667 -0.00039282 0.000301515
internal_weight=0 0.0144899 0.0125888 0.00721406 0.00548198 0.00537478 0.0037544 0.00259703 0.00446243 0.0027029
internal_count=3121 2946 2766 2138 2032 628 365 168 1628 541
is_linear=0
shrinkage=0.00600863


Tree=2216
num_leaves=18
num_cat=0
split_feature=1213 1374 1447 124 4 43 403 160 15 13 0 15 151 0 12 0 0
split_gain=0.000591848 0.000286097 0.000256795 0.000221841 0.000261598 0.000219198 0.000250461 0.000213431 0.000289343 0.000237214 0.000274397 0.000343771 0.000250012 0.000247361 0.000138507 0.000132897 0.000115208
threshold=-1.0000000180025095e-35 -0.094929999999999987 -1.0000000180025095e-35 0.10195500000000002 -0.49405499999999997 -0.25681499999999996 0.03138500000000001 0.079055000000000014 -0.09095499999999998 -0.084034999999999985 -0.036484999999999997 1.0000000180025095e-35 -0.033849999999999991 -0.12333499999999999 0.095330000000000012 -0.078904999999999989 -0.11756999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 -4 -6 7 9 -9 14 11 12 -11 -14 16 -15 -7
right_child=1 2 3 -5 5 6 -8 8 -10 10 -12 -13 13 15 -16 -17 -18
leaf_value=-0.001056516539018733 -0.00074129892454849521 -0.00065601870183095519 -0.00052558580240810032 0.00080873510361056185 -0.00051262425975547889 0.00012653277945329219 0.00068030013073927499 0.0010540755949879233 8.4280625525997725e-05 -0.00069715068865841166 0.00049157541260735232 -0.00092838641117963527 0.00057891622308983638 -0.00051698888472489796 -0.00014912826568320585 0.00020896524155627366 0.00073213006283320858
leaf_weight=0.0011922992289631886 0.0010293964178527118 0.0010454676495981049 0.0015194089172387805 0.0010045801626691877 0.0011435640723271813 0.0012326431163854484 0.0019746287653499553 0.0011745291255979215 0.0017749804810763556 0.0011717291570897403 0.0013129379802229333 0.0014164212586469122 0.0015191360831710802 0.0013480211365337908 0.0010965572907184473 0.0010160538636050983 0.0017412134090632444
leaf_count=491 55 255 131 42 101 87 160 106 192 131 136 428 63 210 59 175 299
internal_value=0 3.93109e-05 7.66997e-05 0.000114165 7.8276e-05 0.00012947 0.000173232 0.000105597 0.000470464 1.48167e-05 -0.00014023 -0.000268413 -8.34849e-05 0.000101684 0.000311329 -0.000204982 0.000481114
internal_weight=0 0.0225213 0.0214919 0.0204464 0.0194418 0.0179224 0.0167789 0.0148042 0.00294951 0.0118547 0.0077843 0.00647136 0.00505494 0.00388321 0.00407041 0.00236408 0.00297386
internal_count=3121 2630 2575 2320 2278 2147 2046 1886 298 1588 1143 1007 579 448 445 385 386
is_linear=0
shrinkage=0.00151575


Tree=2217
num_leaves=17
num_cat=0
split_feature=1213 124 147 159 150 1 12 51 2 42 16 43 16 15 16 13
split_gain=0.000429379 0.000194051 0.000176954 0.000288984 0.000142124 0.000144957 0.000199142 0.000210933 0.000196608 0.000162472 0.000169034 0.000161291 0.00018632 0.000317045 9.71384e-05 6.29542e-05
threshold=-1.0000000180025095e-35 0.0049200000000000008 0.089025000000000007 -0.032739999999999991 0.116995 0.13146500000000003 0.10866500000000003 -0.076794999999999988 0.088225000000000012 0.08623500000000002 -0.084119999999999986 1.0000000180025095e-35 -0.13941499999999998 -0.090344999999999995 0.15891500000000003 -0.097984999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 6 7 -5 9 10 -9 12 -10 -14 -15 -13
right_child=1 -3 -4 4 -6 -7 -8 8 11 -11 -12 15 13 14 -16 -17
leaf_value=-0.00098017745401138669 -0.00075272510522359708 0.00068677689094523507 0.0006235336017708994 -0.00045968616956483413 -0.00053712960006336002 0.00059517008663832825 -0.00059246432744967915 -0.00081237797744085675 -0.00025594318621248457 0.00036311706428291069 -4.2934924983923501e-05 0.00091752404871120691 0.0010540757512375958 0.00035128027490513152 -0.00022243803420326496 0.00038092085464358391
leaf_weight=0.001046123423637006 0.0012489999420075238 0.0010379543806688226 0.0010302567482800068 0.0015990943964298955 0.0010340923872744759 0.0011025586084123786 0.0011896596395153123 0.0010914965851540059 0.0018549107719058348 0.0011132411741195114 0.0018211057299518498 0.0010437004176617748 0.0010744965589810354 0.0014248394996069832 0.0013971209892105207 0.0010467257106314687
leaf_count=491 399 71 121 364 63 164 113 190 132 205 258 44 98 190 115 103
internal_value=0 3.57638e-05 3.34305e-07 -3.52523e-05 1.81105e-05 5.4545e-05 1.38753e-05 6.74397e-05 0.000138467 -0.000139265 -0.000331283 0.00028105 0.000147373 0.000339371 6.72388e-05 0.000648834
internal_weight=0 0.0201103 0.0190723 0.018042 0.016793 0.015759 0.0146564 0.0134667 0.0118676 0.00402584 0.0029126 0.00784179 0.00575137 0.00389646 0.00282196 0.00209043
internal_count=3121 2630 2559 2438 2039 1976 1812 1699 1335 653 448 682 535 403 305 147
is_linear=0
shrinkage=0.00154607


Tree=2218
num_leaves=19
num_cat=0
split_feature=1213 1374 1447 150 15 151 4 133 160 2 12 1 12 42 16 0 0 4
split_gain=0.00039445 0.000279212 0.000254881 0.000232116 0.000306047 0.000267612 0.000220586 0.000239756 0.000245796 0.000228741 0.000158225 0.000244679 0.00029867 0.000250182 0.000133764 0.000106136 9.93405e-05 9.10654e-05
threshold=-1.0000000180025095e-35 -0.094929999999999987 -1.0000000180025095e-35 0.081835000000000019 -0.03241999999999999 -0.033849999999999991 -0.51843499999999987 0.083950000000000011 0.041220000000000007 0.098035000000000011 -0.040564999999999997 0.12958500000000003 0.092355000000000007 0.08623500000000002 -0.11227499999999999 -0.046359999999999991 -0.10224499999999999 0.0067750000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 5 17 -4 -7 8 10 -9 -8 12 13 14 -12 -14 -16 -5
right_child=1 2 3 4 -6 6 7 9 -10 -11 11 -13 15 -15 16 -17 -18 -19
leaf_value=-0.00098081789181614712 -0.00078603426617625976 -0.00072249499232195644 -0.00057304534418940061 0.00051553324555891173 -0.0001970462096963168 -0.00063218689673586804 -0.00046794346496631948 0.00019587058290434137 -0.00068431830158839353 0.0011723074756753414 0.00059398466768858138 0.00079653129731354852 -0.00069346451523745901 0.00099257400732390686 -0.00048257498415177759 5.8980839879056679e-06 0.00016655379258781941 0.0011906511312639
leaf_weight=0.0010811275637239012 0.0010612528840212567 0.001020370323825028 0.0017197712328654293 0.0010080044891466883 0.0010703674620082112 0.0010010170922614093 0.001032081615379426 0.0015258164602792645 0.0010798984172820806 0.0011197807146258974 0.0011006532699475704 0.0015781584917251984 0.0013575343283456082 0.0011305051411246991 0.0010379614024191844 0.0010253303888916321 0.0016332061231833245 0.0011530839476776161
leaf_count=491 55 255 221 129 118 32 132 401 132 190 48 68 227 97 43 84 298 100
internal_value=0 3.46473e-05 7.69397e-05 0.000118615 0.000520406 3.91639e-05 0.000111169 0.000165799 5.89278e-05 0.000609159 0.000140039 0.000210835 8.39579e-05 0.000315565 0.000112649 -0.000392534 -8.56845e-05 0.000875753
internal_weight=0 0.0216548 0.0205935 0.0195732 0.00323146 0.0163417 0.0146219 0.0136209 0.0109753 0.0026456 0.00989543 0.00886335 0.00728519 0.00490233 0.00377182 0.00238286 0.00267117 0.00216109
internal_count=3121 2630 2575 2320 347 1973 1752 1720 1129 591 997 865 797 486 389 311 341 229
is_linear=0
shrinkage=0.0016407


Tree=2219
num_leaves=19
num_cat=0
split_feature=1213 147 11 0 403 52 16 43 123 13 157 49 15 52 160 48 2 0
split_gain=0.000416381 0.000205751 0.000279283 0.000178036 0.000291345 0.000207784 0.000256429 0.000316146 0.000270185 0.000161476 0.000156997 0.000173293 0.000226705 0.000229561 0.000225308 0.000131802 0.00010185 6.96256e-05
threshold=-1.0000000180025095e-35 0.089025000000000007 0.088215000000000002 0.18019500000000002 0.092070000000000013 0.19022000000000003 0.26676500000000009 -0.074359999999999996 1.0000000180025095e-35 -0.091904999999999987 -0.080544999999999992 -0.081604999999999997 0.084050000000000014 -0.016329999999999997 0.088405000000000011 0.084170000000000009 0.10912000000000001 -0.10224499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 6 8 -8 9 16 -11 -12 13 14 -13 17 -2 -15
right_child=1 -3 -4 -5 -6 -7 7 -9 -10 10 11 12 -14 15 -16 -17 -18 -19
leaf_value=-0.00089532936982190915 0.00056317840714009237 0.00063974246139304411 -0.00075179588578161926 0.00060403039298994959 0.00067547843907783765 -0.0005908144340280656 0.00013107408314357767 -0.00098346641575958313 0.00073343452518332569 0.00045499922317185576 0.00028115867223695436 -0.00098393116346630512 -0.00084554262429846689 -0.00033635799292601356 -2.8575601950280013e-05 0.0005467874156752262 -3.0270051106888791e-05 0.00015775814433086478
leaf_weight=0.0010811510509396013 0.0015777183871353529 0.0011184579943204339 0.0010025366221950707 0.0011074980498846356 0.0012673535652916309 0.001378663508901228 0.0010117382515042045 0.0011590329823077334 0.0012068553920105011 0.0010366605112355634 0.0016181343472171676 0.0010534693177468701 0.0011283022808353596 0.0011697517545130581 0.00104243942395639 0.0010052087270847609 0.0010047428831759797 0.0012543724257647595
leaf_count=491 120 122 109 24 117 325 130 150 214 201 69 161 426 50 71 82 80 179
internal_value=0 3.16266e-05 -2.33948e-06 3.716e-05 2.11525e-06 -4.91483e-05 -2.38538e-07 -0.000464009 7.66256e-05 9.96281e-06 -7.94618e-05 -0.000146444 -0.000250436 -0.000128911 -0.000508767 0.000103247 0.000332289 -8.06757e-05
internal_weight=0 0.0211429 0.0200245 0.0190219 0.0179144 0.0166471 0.0152684 0.00217077 0.0130977 0.0118908 0.00930834 0.00827168 0.00665354 0.00552524 0.00209591 0.00342933 0.00258246 0.00242412
internal_count=3121 2630 2508 2399 2375 2258 1933 280 1653 1439 1239 1038 969 543 232 311 200 229
is_linear=0
shrinkage=0.00145689


Tree=2220
num_leaves=16
num_cat=0
split_feature=1213 124 123 4 133 147 160 484 42 48 151 4 15 16 15
split_gain=0.000397412 0.000269071 0.000261823 0.000275208 0.000315548 0.000281505 0.000280813 0.000430466 0.00025106 0.000309374 0.000207909 0.000226331 0.000221127 0.000195073 0.000127415
threshold=-1.0000000180025095e-35 0.10195500000000002 1.0000000180025095e-35 -0.49405499999999997 -0.085499999999999979 0.089025000000000007 -1.0000000180025095e-35 0.085130000000000011 -1.0000000180025095e-35 0.12649500000000002 -0.0083949999999999979 0.24564500000000003 -0.095869999999999983 0.22339500000000004 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 -5 6 7 -6 -8 10 -10 12 -12 14 -14
right_child=1 -3 -4 4 5 -7 8 -9 9 -11 11 -13 13 -15 -16
leaf_value=-0.0009901546659147561 -0.00075435781336681107 0.00084359218341223939 0.00064455878439772271 0.00065801431216912199 -0.0010829566935485039 0.00070506133662286076 -0.00056685802814875064 0.00013391707451212306 -0.00029615903425552783 -0.00076026960698302422 -0.00047645218456568488 0.00092937298557354295 0.00082926145716395803 -0.0002653202246693461 0.00021643742445720855
leaf_weight=0.0010306057651914826 0.0013647080011569513 0.0010082975503032934 0.0014772533974692628 0.0016819993840357364 0.0017697149612373566 0.0011138811197760742 0.0018293849085016948 0.0013081093128193833 0.0018797797579526735 0.0010123381165314535 0.0011002525575532756 0.0012410941548718774 0.0016897907595146899 0.0010995962690407424 0.0018268275074817542
leaf_count=491 138 42 240 325 482 94 301 216 137 41 44 84 127 145 214
internal_value=0 3.24656e-05 -7.63581e-06 -5.85653e-05 -4.46817e-06 -7.46787e-05 -0.000133535 -0.000565772 -1.96263e-05 8.20113e-05 0.000178497 0.000306738 0.000171559 0.000326009 0.000510909
internal_weight=0 0.021403 0.0203947 0.0189175 0.0175528 0.0158708 0.0147569 0.00307782 0.0116791 0.00984968 0.00883734 0.00695756 0.00571647 0.00461621 0.00351662
internal_count=3121 2630 2588 2348 2210 1885 1791 698 1093 792 751 614 530 486 341
is_linear=0
shrinkage=0.00160853


Tree=2221
num_leaves=17
num_cat=0
split_feature=1213 147 11 0 403 52 16 0 0 1 43 3 2 3 13 4
split_gain=0.000374615 0.000219186 0.000231092 0.000205656 0.000281252 0.000196158 0.000266733 0.000285664 0.000221924 0.000189074 0.000183659 0.000171247 0.000133132 0.000260684 0.000124304 9.19677e-05
threshold=-1.0000000180025095e-35 0.089025000000000007 0.087830000000000005 0.18019500000000002 0.092070000000000013 0.15915500000000002 0.26676500000000009 -0.074479999999999977 -0.10096999999999999 0.11846000000000002 -0.04890499999999999 -0.03694999999999999 0.11215000000000001 0.090900000000000009 -0.076599999999999988 0.053180000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 6 7 8 10 -8 -2 -9 13 15 -10 -12
right_child=1 -3 -4 -5 -6 -7 9 11 14 -11 12 -13 -14 -15 -16 -17
leaf_value=-0.00097319082275678639 0.0006622187331758885 0.00076654243306331768 -0.00071882707207253751 0.00073864345972924706 0.00075085127326007209 -0.00062064989969932093 -0.0010404511973070322 0.00017338528688561777 -0.00010861839165890894 -4.1617314543259201e-05 -0.00051770130209078595 0.00098350996248834275 -0.00039149699554314593 0.00059983652753483989 -0.00090994432005333181 9.3458346771215433e-05
leaf_weight=0.0010296277595020905 0.0012520991559245714 0.0010626758347958348 0.0011298473255672006 0.0010847273793868064 0.0012533835502770907 0.0015018748477548518 0.001034776669910171 0.0015066366269704118 0.0010243629122518166 0.001006239102426143 0.0012822407941757118 0.0013158063476983806 0.001881946989526817 0.0018553557536109544 0.0010606885656289124 0.0013719932349651742
leaf_count=491 100 122 118 24 117 335 236 233 462 40 71 171 99 60 386 56
internal_value=0 4.08594e-05 1.43775e-06 4.55883e-05 2.25182e-06 -5.60482e-05 2.06255e-06 9.15144e-05 -4.18071e-05 -0.000548017 8.76158e-05 0.000551061 -2.49486e-05 0.00012802 -0.000516262 -0.000201788
internal_weight=0 0.0206247 0.019562 0.0184321 0.0173474 0.016094 0.0145921 0.0125511 0.00972869 0.00204102 0.00764364 0.00282244 0.00639154 0.00450959 0.00208505 0.00265423
internal_count=3121 2630 2508 2390 2366 2249 1914 1638 1234 276 386 404 286 187 848 127
is_linear=0
shrinkage=0.0016407


Tree=2222
num_leaves=12
num_cat=0
split_feature=41 0 2 43 43 52 52 1 43 1 2
split_gain=6.19417e-05 7.04763e-05 0.000158894 0.000130039 0.000107157 7.84692e-05 0.000156732 0.000139239 0.000163286 0.000127445 0.000208751
threshold=0.078475000000000017 -0.019414999999999998 0.095195000000000016 0.070450000000000013 -0.24021999999999996 0.077655000000000016 0.15915500000000002 0.079415000000000013 -0.04890499999999999 0.11181500000000001 0.089775000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 -3 -4 -1 7 -7 -6 -9 10 -10
right_child=-2 2 3 -5 5 6 -8 8 9 -11 -12
leaf_value=-0.0023896854066114714 -0.0018074228466815443 0.0033921626416724029 -0.0018443649882144938 0.0018184083471415571 -0.0023910535456485994 0.002841245425888473 -0.0009487708665377447 0.0024840070228847391 -0.001375309872267202 -0.0020149434249608438 0.0022025872773794417
leaf_weight=0.001092924343501612 0.0010061862492919396 0.0010993088607656439 0.0011325126294094642 0.0010358505987930755 0.0014453528435825272 0.0014308013317656182 0.0010603635353274993 0.0013544797150212198 0.0018372795266345786 0.0018406492921139578 0.0018037618069671746
leaf_count=133 148 131 177 26 750 570 321 309 274 168 114
internal_value=0 0.000106868 0.0010784 -9.46185e-05 -0.000160683 6.54569e-05 0.00122803 -0.000284256 0.000161179 -0.000412772 0.00039717
internal_weight=0 0.0151333 0.00326767 0.00216836 0.0118656 0.0107727 0.00249116 0.00828152 0.00683617 0.00548169 0.00364104
internal_count=3121 2973 334 203 2639 2506 891 1615 865 556 388
is_linear=0
shrinkage=0.00747098


Tree=2223
num_leaves=13
num_cat=0
split_feature=4 151 15 457 15 49 0 52 2 0 3 15
split_gain=5.91679e-05 9.42381e-05 8.50215e-05 9.23004e-05 0.000174625 0.000149578 0.000180288 0.000107868 0.000122287 0.000110168 7.98067e-05 0.000113834
threshold=0.24564500000000003 -0.086944999999999981 -0.095869999999999983 0.087995000000000004 0.095175000000000023 -0.006494999999999999 -0.10011499999999998 0.08976000000000002 0.10136500000000002 -0.019414999999999998 -0.10519499999999998 -0.14601999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 -4 -7 9 -9 -8 -2 -12
right_child=10 2 3 -5 -6 6 7 8 -10 -11 11 -13
leaf_value=0.0017887723835456803 0.0024103960614794834 -0.0020899172883941937 -0.0026147783629822475 0.0017437017165076881 -0.0030990194340586525 0.0031158987096435178 -0.0022046151566192697 0.0022444372458006769 -0.00093937527171048256 0.00063984658652936654 0.0017404574557922492 -0.0016836747115701407
leaf_weight=0.0011251285221079424 0.0011618009978810948 0.00145096177868874 0.0010588994767836172 0.001166763032046215 0.0011595254010115944 0.0010626195857262903 0.0018848522914124586 0.0015462539524665198 0.0011131026480611234 0.0011927283005272937 0.00103337830717228 0.0010502190648165595
leaf_count=220 93 232 246 73 357 95 980 281 53 158 214 119
internal_value=0 -0.000235395 -0.000431124 -0.000194805 -0.000445613 -5.4099e-05 0.000344677 -0.00016862 0.000911818 -0.00110223 0.000872227 1.45535e-05
internal_weight=0 0.0127608 0.0116357 0.0101847 0.00901798 0.00785846 0.00679956 0.00573694 0.00265936 0.00307758 0.0032454 0.0020836
internal_count=3121 2695 2475 2243 2170 1813 1567 1472 334 1138 426 333
is_linear=0
shrinkage=0.00732449


Tree=2224
num_leaves=17
num_cat=0
split_feature=1213 124 147 159 1374 51 15 403 130 43 52 151 4 15 3 48
split_gain=0.000445322 0.000243618 0.000260281 0.000313632 0.000211182 0.0002074 0.000213497 0.000227748 0.000221974 0.000268782 0.000229666 0.000373527 0.000206474 0.000272228 0.000208148 0.00019685
threshold=-1.0000000180025095e-35 0.08919500000000001 0.089025000000000007 -0.032739999999999991 -0.08070999999999999 0.078435000000000019 0.088235000000000022 0.03138500000000001 -1.0000000180025095e-35 -0.14968999999999996 0.10160000000000001 -0.00099499999999999979 0.24564500000000003 -0.055554999999999993 -0.074479999999999977 0.091220000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 -5 6 8 -8 -6 -10 11 -11 13 -13 -15 -7
right_child=1 -3 -4 4 5 15 7 -9 9 10 -12 12 -14 14 -16 -17
leaf_value=-0.0011031449897503723 -0.00089347981794512849 0.00086178940641248761 0.00081098064665371494 -0.00075616821988348923 -0.00091775646668759443 -7.1953546196544435e-06 3.7188238144430361e-05 0.0010546062188576527 0.00069031926105679305 -0.00073280800533452595 -0.0008982012100973738 -0.00064963930402788038 0.00069822525999554432 -0.00020594277842325281 0.00074799147917321558 0.00095563289640278456
leaf_weight=0.0010820602060547307 0.0012458156302141516 0.001044788403946755 0.0011302653221429556 0.0010260424239998392 0.0010024453240662133 0.0011972421270220043 0.0019154470300525661 0.0010233088839424198 0.0012695820484784895 0.0018816389889447799 0.0011333906472716787 0.0014576119723966616 0.0015739912913450855 0.0013621483234443456 0.0014124164405615938 0.001392324326108918
leaf_count=491 399 60 121 53 159 181 318 34 80 260 93 274 169 225 105 99
internal_value=0 4.21458e-05 -6.21241e-07 -4.91739e-05 1.04291e-05 5.77509e-05 -2.58002e-05 0.000391465 -0.00013634 -5.87117e-05 -0.000166515 -5.86449e-05 0.000159835 -4.03979e-05 0.000279666 0.000510486
internal_weight=0 0.0210685 0.0200237 0.0188934 0.0176476 0.0166215 0.014032 0.00293876 0.0110932 0.0100908 0.0088212 0.00768781 0.00580617 0.00423218 0.00277456 0.00258957
internal_count=3121 2630 2570 2449 2050 1997 1717 352 1365 1206 1126 1033 773 604 330 280
is_linear=0
shrinkage=0.00174112


Tree=2225
num_leaves=20
num_cat=0
split_feature=1213 1374 456 457 11 124 151 403 160 52 49 15 15 42 3 0 48 16 12
split_gain=0.00040938 0.000262441 0.000214232 0.000289588 0.000249367 0.000171564 0.00019846 0.000248807 0.000323858 0.000341761 0.000275121 0.000239973 0.000198232 0.000448901 0.000388763 0.000309501 0.000166121 0.000154341 0.000123391
threshold=-1.0000000180025095e-35 -0.094929999999999987 0.086265000000000022 0.088350000000000026 0.087830000000000005 0.08919500000000001 -0.016164999999999995 0.03138500000000001 -1.0000000180025095e-35 -0.013374999999999998 0.092185000000000017 0.088235000000000022 1.0000000180025095e-35 0.081660000000000024 -0.10519499999999998 -0.11991499999999998 0.082620000000000013 -0.056919999999999991 0.095175000000000023
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 5 6 16 8 9 -8 12 -9 14 -14 -10 -16 -3 -17 -19
right_child=1 2 -4 -5 -6 -7 7 11 10 -11 -12 -13 13 -15 15 17 -18 18 -20
leaf_value=-0.00101758495586883 -0.00076189984110441823 3.6547277365007699e-05 -0.0006767918247317609 0.00088113233975850981 -0.00069049572845744254 0.00077353354852220137 -4.8437866348993315e-05 -6.3516680499785244e-05 0.0010173569266938118 -0.0013102797371145681 0.00081270399956432065 0.0010628099976903761 -0.00099173922364752557 0.00038187199273731303 0.00071842778762047882 0.0001199310396735926 0.00092176856198177828 -0.00099467948769156405 -0.00020586879132909324
leaf_weight=0.0010865620080612584 0.001100552688558131 0.0010972603659514238 0.0010064603129212443 0.0012907853351543505 0.0011583153930736492 0.001031015220054359 0.00126546235759766 0.0010191362459889006 0.0010793754262269362 0.0011450743071271764 0.0011334022640368891 0.0011032965010944196 0.001638149511202211 0.0011231592041094363 0.0010082967285732908 0.0013240082982682432 0.0012937512357694692 0.0011153791816112067 0.0011062110568755834
leaf_count=491 55 113 171 93 116 55 193 129 55 433 191 38 281 198 69 120 118 163 39
internal_value=0 3.46541e-05 7.65219e-05 0.00011456 6.14801e-05 0.000111301 6.98005e-05 -5.99434e-06 -9.98573e-05 -0.000647849 3.87821e-05 0.000521978 -6.57097e-05 -0.000433024 0.00011434 -9.96951e-05 0.000515531 -0.000332353 -0.000601902
internal_weight=0 0.0220391 0.0209385 0.0199321 0.0186413 0.017483 0.016452 0.014061 0.0119385 0.00241054 0.00952798 0.00212243 0.00839458 0.00276131 0.00563327 0.0045539 0.00239101 0.0035456 0.00222159
internal_count=3121 2630 2575 2404 2311 2195 2140 1909 1742 626 1116 167 925 479 446 391 231 322 202
is_linear=0
shrinkage=0.00167351


Tree=2226
num_leaves=17
num_cat=0
split_feature=1213 1374 457 11 2 52 13 4 4 160 16 52 2 16 1 0
split_gain=0.00048656 0.000302549 0.000180745 0.000211484 0.000177655 0.000243631 0.000293984 0.000211664 0.000220957 0.000195585 0.000177 0.000137299 0.000176744 0.000254898 0.000134472 0.000166167
threshold=-1.0000000180025095e-35 -0.094929999999999987 0.088350000000000026 0.087830000000000005 0.116525 0.11434500000000002 -0.084034999999999985 0.15285000000000001 -0.080924999999999983 -0.081639999999999976 -0.18708499999999997 0.08976000000000002 0.083215000000000011 -0.092484999999999984 0.092695000000000013 -0.055064999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 5 6 7 8 -3 -8 -6 12 14 -14 -11 -16
right_child=1 2 -4 -5 10 -7 9 -9 -10 11 -12 -13 13 -15 15 -17
leaf_value=-0.0010585670301325879 -0.0008201611858933951 0.00065019523757348704 0.00064491674370410713 -0.00062085670040346421 -5.45100116339389e-05 -0.00052499407517892329 0.00050599625981132175 0.0011110442803227059 -0.00030232932965902062 0.00045802888177417817 0.00077882878064455721 0.00028672107475481994 -0.00011139021061363512 -0.0010502745485893204 -0.00062726940605413862 0.00021848643474791198
leaf_weight=0.0010937988017256503 0.0010043573768792049 0.0014714777321211958 0.0013861403566008462 0.0011645548148806464 0.0010694580411322319 0.0018753576285289045 0.0013780598773457274 0.0010106360244438936 0.0011019887128470929 0.0011078372424696411 0.0017201468372961123 0.0015135578439624542 0.001653032797178682 0.0013667677089331297 0.0012456342014153382 0.0011615042300409965
leaf_count=491 55 70 116 118 124 363 132 62 313 160 215 133 106 461 125 77
internal_value=0 4.15431e-05 8.43322e-05 4.30876e-05 8.68319e-05 1.70222e-05 9.51494e-05 0.000487276 0.000242313 -5.39448e-05 0.00045935 -0.00014982 -0.000250929 -0.000536331 -5.73371e-06 -0.000219171
internal_weight=0 0.0212305 0.0202262 0.01884 0.0176755 0.0148859 0.0130105 0.0035841 0.00257347 0.00942639 0.0027896 0.00804833 0.00653478 0.0030198 0.00351498 0.00240714
internal_count=3121 2630 2575 2459 2341 2002 1639 445 383 1194 339 1062 929 567 362 202
is_linear=0
shrinkage=0.00160853


Tree=2227
num_leaves=18
num_cat=0
split_feature=1213 456 158 11 1374 151 151 4 160 43 43 13 16 0 16 2 12
split_gain=0.000470334 0.000237981 0.000202982 0.000224716 0.000175044 0.000186778 0.000244011 0.000179734 0.000277463 0.000213087 0.000362637 0.000193349 0.000225156 0.000525375 0.000188631 0.000205161 0.000136285
threshold=-1.0000000180025095e-35 0.087015000000000023 0.085900000000000018 0.087830000000000005 -0.08070999999999999 -0.016164999999999995 -0.10007499999999998 0.27044500000000005 -0.090969999999999981 -0.074359999999999996 -0.088909999999999989 -0.095304999999999987 -0.056919999999999991 -0.10224499999999999 0.23311500000000004 0.086950000000000013 0.096395000000000022
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 6 -6 8 -7 10 14 16 13 -13 15 -10 -11
right_child=1 -3 -4 -5 5 7 -8 -9 9 11 -12 12 -14 -15 -16 -17 -18
leaf_value=-0.0011019914090176519 -0.00050537472378911464 -0.00076575113781886142 -0.00066570775224406346 -0.00057771118938066898 -5.2817559197793843e-05 -0.00069118483140212549 0.0010048432040639418 0.00071268854455273098 0.00035343060120918585 0.0006049279151497444 0.0011557590241021247 -0.00084630472532388297 -0.00072455846120672021 0.00063609679947345635 0.00071807660642909357 -0.00069390106245359993 -0.00013538747659247533
leaf_weight=0.0010971613080948675 0.0010669542849552896 0.0010115238096801973 0.0010077895713602658 0.001262787535715181 0.001004067216412885 0.0012604279962727402 0.0017318950536782387 0.001406423358175102 0.0011024106445023385 0.0018271556885864886 0.0014236296022339416 0.0011536005679442206 0.0017593389379975321 0.0017585342956130678 0.0010438697819954434 0.0010778012627598865 0.0012006843830008052
leaf_count=491 40 177 263 105 99 287 193 181 85 82 221 49 313 375 52 88 20
internal_value=0 4.30421e-05 8.18385e-05 0.000119358 0.000166138 0.000206503 0.000616694 0.000131754 7.17105e-05 0.00014959 0.000438213 -2.4639e-05 -0.000242417 4.88646e-05 0.000121373 -0.000164324 0.000311357
internal_weight=0 0.0220989 0.0210874 0.0200796 0.0188168 0.0177498 0.00273596 0.0150139 0.0136075 0.012347 0.00464771 0.00769931 0.00467147 0.00291213 0.00322408 0.00218021 0.00302784
internal_count=3121 2630 2453 2190 2085 2045 292 1753 1572 1285 446 839 737 424 225 173 102
is_linear=0
shrinkage=0.00170698


Tree=2228
num_leaves=17
num_cat=0
split_feature=1213 147 11 1374 52 48 151 2 4 16 403 43 0 16 16 151
split_gain=0.000430003 0.000207698 0.00023694 0.000209766 0.000222505 0.000206415 0.000261019 0.000208952 0.000164492 0.000143535 0.000188071 0.000221738 0.00017745 0.000171265 0.000120351 0.000168786
threshold=-1.0000000180025095e-35 0.089025000000000007 0.088215000000000002 -0.08070999999999999 0.19022000000000003 0.081805000000000017 -0.00099499999999999979 0.11237500000000002 0.16173500000000005 -0.091354999999999978 0.03138500000000001 -0.074359999999999996 -0.10151999999999999 0.31475000000000003 -0.25582999999999995 -0.016164999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 6 -5 8 9 -8 11 13 -13 -11 -7 -16
right_child=1 -3 -4 4 -6 14 7 -9 -10 10 -12 12 -14 -15 15 -17
leaf_value=-0.00097035276565662063 -0.00064800778089656598 0.00070192419826123765 -0.00073191809263467697 -0.00067723592033422375 -0.00049055990684451062 2.5813863277352688e-05 -0.00060693345846943086 0.00064478090169012335 0.00041227174392773557 -0.00019467471307046353 0.00053003167964879594 5.7363121571578406e-05 -0.00074652118148633084 0.00068381433088678134 0.00092659650183824264 0.00022102585878183562
leaf_weight=0.0010704933269562933 0.0010095824895040009 0.0010574182775158402 0.0010071661318058469 0.0011580300426490423 0.001515120110936157 0.0013995303058446755 0.001114869137378089 0.0014333291295172456 0.0019204985716971615 0.0010865765316529982 0.0012544531053367142 0.0010808362952952032 0.0016713045672567123 0.0010364431984677125 0.001595839074738814 0.0016466357731614719
leaf_count=491 54 122 109 170 334 66 163 239 124 238 76 30 437 64 171 233
internal_value=0 3.42033e-05 -1.22333e-06 3.76674e-05 7.63113e-05 0.000128687 1.96899e-05 9.58399e-05 9.98992e-06 -9.66542e-05 -3.84339e-06 -0.000141218 -0.000430815 0.000234197 0.000404734 0.000568284
internal_weight=0 0.0209876 0.0199302 0.018923 0.0179135 0.0163983 0.0117563 0.0105983 0.00916498 0.00724448 0.00612961 0.00487516 0.00275214 0.00212302 0.00464201 0.00324247
internal_count=3121 2630 2508 2399 2345 2011 1541 1371 1132 1008 845 769 467 302 470 404
is_linear=0
shrinkage=0.00154607


Tree=2229
num_leaves=17
num_cat=0
split_feature=1213 1374 48 3 457 484 2 133 160 16 16 13 3 1 1 16
split_gain=0.000465267 0.000251744 0.000184103 0.000201552 0.000218167 0.000228182 0.000192865 0.000238273 0.000409567 0.000209363 0.000311012 0.000290881 0.00012134 0.000256649 9.58438e-05 8.46267e-05
threshold=-1.0000000180025095e-35 -0.094929999999999987 -0.086869999999999989 0.20828500000000003 0.080930000000000016 -1.0000000180025095e-35 0.11293500000000002 -0.085499999999999979 -0.082179999999999989 0.41553500000000004 0.16703000000000004 -0.074519999999999989 -0.034684999999999994 0.090405000000000013 0.092695000000000013 -0.25582999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 5 -4 7 -7 -9 10 11 -10 13 -13 -14 -8
right_child=1 2 3 -5 -6 6 15 8 9 -11 -12 12 14 -15 -16 -17
leaf_value=-0.00097771553809385039 -0.00068951612376895541 -0.00048724261223180413 -0.00067503823986471813 0.00073611032576469213 0.00054257244100899609 0.00049354719312649786 7.0468317380257794e-05 -0.00096039797009804463 0.00055570763244338999 0.00057189752782833229 -0.00072318904209763295 -0.00085491366753417182 0.00040314478822012185 0.00014815918847024676 -0.00019969366736608923 0.00061082961160008071
leaf_weight=0.0011104353726364416 0.0010668204393406979 0.0012959851684261605 0.0010534543107157913 0.0010897532415597147 0.0019595026813535301 0.0017287920108316089 0.001060494027591001 0.0011668805676153813 0.0018419818913996289 0.0012405190679168612 0.0014870720173619095 0.0012854414657689182 0.0011472017421425684 0.0010771079008359552 0.0012842095581044183 0.001789481843444061
leaf_count=491 55 77 451 136 170 244 106 298 199 95 135 263 40 98 83 180
internal_value=0 2.83597e-05 6.57036e-05 0.000103004 6.49328e-05 7.02542e-06 5.45808e-05 -2.79895e-05 -0.000113611 -8.08447e-06 -9.66573e-05 4.37444e-05 -0.000152967 -0.000397604 8.47409e-05 0.000409758
internal_weight=0 0.0215747 0.0205079 0.0192119 0.0181221 0.0161626 0.0151092 0.0122592 0.0105304 0.00936353 0.00812301 0.00663594 0.00479396 0.00236255 0.00243141 0.00284998
internal_count=3121 2630 2575 2498 2362 2192 1741 1455 1211 913 818 683 484 361 123 286
is_linear=0
shrinkage=0.00151575


Tree=2230
num_leaves=14
num_cat=0
split_feature=50 48 2 159 40 3 16 52 150 403 0 0 12
split_gain=6.35326e-05 9.15757e-05 0.000157681 0.000165197 0.000182086 0.000166581 0.000122909 0.000172826 0.00020259 9.01456e-05 0.000168069 5.63676e-05 4.08225e-05
threshold=0.10124500000000002 0.11951500000000001 0.11293500000000002 0.091005000000000016 -1.0000000180025095e-35 0.10299500000000002 0.25084500000000004 0.090245000000000006 0.086730000000000015 0.03138500000000001 -0.10607499999999999 -0.14001499999999997 0.079890000000000017
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 6 7 8 9 10 -6 -4 -12
right_child=-2 -3 11 -5 5 -7 -8 -9 -10 -11 12 -13 -14
leaf_value=-0.0025937061393147861 -0.0019413372365317913 -0.0021409092110200438 0.003582093360587004 -0.0031040398568846217 0.0023901602855350246 0.0033564456491864416 0.0025037670770552689 -0.0025609753766765689 -0.0028010793042130421 0.0030896492951220625 0.00010579994178150975 0.0010934408210380544 -0.0021535499692889007
leaf_weight=0.0012980742417955738 0.0010117180301583801 0.0010588752959087575 0.0010013675304258937 0.0010442220113609088 0.0016404705637536069 0.0011826021284773178 0.001226903932316413 0.001547046945873029 0.0010103877039133492 0.0011070416516757997 0.0010004088861613148 0.0013344498944012238 0.0010103465381949579
leaf_count=196 375 75 87 232 103 77 206 413 157 150 56 323 671
internal_value=0 0.000109397 0.00027483 -9.01317e-05 0.000195372 0.000567645 0.000181575 -0.000207876 0.000423182 0.00110783 0.000506953 0.00216033 -0.00102946
internal_weight=0 0.0154622 0.0144033 0.0120675 0.0110233 0.00972521 0.00854261 0.0073157 0.00576866 0.00475827 0.00365123 0.00233582 0.00201076
internal_count=3121 2746 2671 2261 2029 1833 1756 1550 1137 980 830 410 727
is_linear=0
shrinkage=0.00792826


Tree=2231
num_leaves=19
num_cat=0
split_feature=1213 456 147 159 42 43 16 12 474 0 3 12 13 51 1374 13 47 4
split_gain=0.000474608 0.000251913 0.000178893 0.000211405 0.000191268 0.000297625 0.00023272 0.000400038 0.000264672 0.000226092 0.000266134 0.000256528 0.000248601 0.00019185 0.000152409 0.000144958 0.000144457 0.000101346
threshold=-1.0000000180025095e-35 0.087015000000000023 0.089025000000000007 -0.032739999999999991 -0.11466499999999999 -0.14968999999999996 0.22339500000000004 0.10345000000000001 0.084660000000000027 -0.084804999999999978 -0.081054999999999974 0.086850000000000024 -0.084034999999999985 0.045645000000000005 -0.029664999999999997 0.19762500000000002 0.092165000000000011 -0.082349999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 -5 15 8 -8 9 10 -7 13 -11 16 -15 -6 -12 -14
right_child=1 -3 -4 4 5 6 7 -9 -10 12 11 -13 17 14 -16 -17 -18 -19
leaf_value=-0.0010306666338727336 -0.00051700681560155816 -0.00073969342723416063 0.0006995267667703639 -0.00055382981099692385 0.0011102058882625436 -0.00079305717355323039 -0.0009946559718300896 0.00034493801373285755 0.00089619205058239599 0.00098822950941742835 -0.00072874661078191566 0.00069918010437007713 -0.00015117738456816185 -0.00017591420917555911 0.00068164183411774024 0.00027425294436166732 -5.7009366580554761e-06 0.0005051620793643587
leaf_weight=0.0011098676250155667 0.0015669197920715637 0.0010021709002070852 0.0011609162171329198 0.0010899479917161328 0.0010956702807334235 0.0011713077271899323 0.0013111152350040308 0.001029813975320551 0.0011125811904014607 0.0012288741514676904 0.0015307999087351984 0.0012348424671369262 0.0015446407011795241 0.0010933138123050412 0.0010523484033194419 0.0010520376033571477 0.0013414037362010252 0.0010045788849071362
leaf_count=491 381 177 113 109 73 273 284 41 142 106 162 127 124 24 53 53 42 346
internal_value=0 4.78558e-05 8.61301e-05 4.95373e-05 9.91498e-05 0.000141505 5.9555e-05 -0.000405346 0.000147929 7.36126e-05 -8.94063e-05 4.24072e-05 0.000393947 -0.000119217 0.000244677 0.000700721 -0.000391063 0.000107468
internal_weight=0 0.0216233 0.0206211 0.0194602 0.0178933 0.0168033 0.0146556 0.00234093 0.0123147 0.0112021 0.00742402 0.00625271 0.00377809 0.00501787 0.00214566 0.00214771 0.0028722 0.00254922
internal_count=3121 2630 2453 2340 1959 1850 1724 325 1399 1257 681 408 576 281 77 126 204 470
is_linear=0
shrinkage=0.00160853


Tree=2232
num_leaves=21
num_cat=0
split_feature=1213 147 1374 484 148 11 130 15 0 14 52 15 13 16 0 13 4 43 4 1
split_gain=0.000543042 0.000335622 0.000410348 0.000352513 0.000298068 0.000279683 0.000249548 0.000312919 0.000341528 0.00029694 0.00022125 0.000716115 0.000448153 0.000201386 0.00036138 0.000284963 0.000331714 0.000407282 0.000193832 9.94283e-05
threshold=-1.0000000180025095e-35 0.089025000000000007 -0.094929999999999987 -0.0068949999999999992 -1.0000000180025095e-35 0.089270000000000002 -0.0015749999999999998 -0.10653 0.18019500000000002 -0.22253999999999999 0.10160000000000001 -0.016799999999999995 -0.084034999999999985 -0.097644999999999996 -0.11242999999999999 0.016935000000000002 0.053180000000000012 -0.084999999999999978 -0.077679999999999985 0.10612500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 -5 6 -6 9 10 -8 12 -12 18 -14 -15 16 17 -16 -9 -11
right_child=1 -3 3 4 5 -7 7 8 -10 19 11 -13 13 14 15 -17 -18 -19 -20 -21
leaf_value=-0.0010804209374389443 -0.0010402838410602773 0.00085244162594429705 -0.00070627269258874913 -0.00079293743764875877 -0.00042470709501095421 -0.00071578497293292803 -3.5417869503603663e-05 0.0011972947167051295 0.0010598801540304718 0.0006363303603493845 0.00076186555887588288 -0.0010616316423621248 -0.00066185214291986018 0.0009170366719566252 -1.6048356246547842e-05 0.00061234384507049665 0.00033038552941655876 -0.0014961120633542411 0.00031215136370521047 0.0013279971583199026
leaf_weight=0.0013283031171639472 0.00107216201881588 0.0013974030079388902 0.0017039462624724886 0.0010332124391459465 0.0017227665797702593 0.0010370320231909416 0.0010905505714148833 0.0014060587522024548 0.0010801600017382737 0.0010544994978871564 0.0010057133878774438 0.0016687599319841215 0.0013016859625126741 0.0011941667891809341 0.0010427543298220472 0.0011064208574052548 0.0012101521674950932 0.0011275225422907797 0.0014792682537648726 0.0014225062055542564
leaf_count=491 51 122 474 60 205 94 88 56 21 120 119 197 66 52 118 95 49 342 162 139
internal_value=0 3.94554e-05 -8.36027e-06 4.04069e-05 0.000101041 0.00014734 0.000194667 0.000256739 0.000138881 0.000706778 5.95651e-05 -0.000375921 0.000177592 -5.62442e-05 8.25181e-05 -0.000139587 -0.000385696 -0.000784985 0.000743494 0.00103354
internal_weight=0 0.0251567 0.0237593 0.0226872 0.0209832 0.01995 0.018913 0.0171902 0.0136227 0.00356756 0.0125425 0.00267447 0.00986803 0.0069827 0.00568102 0.00448685 0.00338043 0.00217028 0.00288533 0.00247701
internal_count=3121 2630 2508 2457 1983 1923 1829 1624 1277 347 1256 316 940 722 656 604 509 460 218 259
is_linear=0
shrinkage=0.00170698


Tree=2233
num_leaves=18
num_cat=0
split_feature=1213 1374 1447 453 16 16 4 51 52 15 403 47 48 160 43 12 16
split_gain=0.000527738 0.000327908 0.000283993 0.000398717 0.000280366 0.000685622 0.000400138 0.000258298 0.000324541 0.000328919 0.000293601 0.000250755 0.000179614 0.000239703 0.000233558 0.0003088 0.000304092
threshold=-1.0000000180025095e-35 -0.094929999999999987 -1.0000000180025095e-35 1.0000000180025095e-35 -0.056919999999999991 -0.014034999999999997 0.40473500000000007 0.081440000000000026 0.090245000000000006 0.088235000000000022 0.03138500000000001 0.092165000000000011 0.087380000000000013 -0.081639999999999976 -0.16318499999999997 0.10345000000000001 0.15891500000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 6 -6 7 8 9 11 -11 -4 13 -7 -15 16 -16
right_child=1 2 3 -5 5 12 -8 -9 -10 10 -12 -13 -14 14 15 -17 -18
leaf_value=-0.0010239164323006236 -0.00081049534452958926 -0.00070984524339212489 -0.00044503810436024731 -0.00083618289331206699 -0.0011744787225462642 0.00055899144503805242 0.0011876383975934933 0.00075796761719129537 -0.00069256570257205296 0.00017984106810704466 0.001310183913346146 0.0003940633964609712 0.00056857048439963012 0.00039708237604509458 -0.00010800957324956079 0.00028466544240711867 -0.0011403560770175294
leaf_weight=0.0012220737263288336 0.0010785468402074718 0.0010787936020121387 0.0019113838999518483 0.0010334819590821489 0.0011291736161276452 0.0015920133585281002 0.0012564126590984747 0.0018619684517487689 0.0010922878288666116 0.0012199646446322543 0.0010750621591739673 0.0016504537175414669 0.0018381127326153185 0.0015236122240744896 0.0014265905126790938 0.0013947735302230549 0.0014118636100969306
leaf_count=491 55 255 292 78 150 153 211 230 213 128 12 43 165 55 257 62 271
internal_value=0 3.89113e-05 7.96353e-05 0.000119402 0.000167851 -1.48545e-05 0.000355069 0.00023635 9.65862e-05 0.000243761 0.000709329 -5.62225e-05 0.000127675 1.73976e-05 -0.000132376 -0.000322938 -0.000621505
internal_weight=0 0.0235745 0.0224959 0.0214172 0.0203837 0.0103161 0.0100675 0.00881112 0.00694915 0.00585686 0.00229503 0.00356184 0.00918697 0.00734885 0.00575684 0.00423323 0.00283845
internal_count=3121 2630 2575 2320 2242 1113 1129 918 688 475 140 335 963 798 645 590 528
is_linear=0
shrinkage=0.00157699


Tree=2234
num_leaves=20
num_cat=0
split_feature=1213 1374 1447 124 4 51 484 150 151 16 1 50 13 12 0 0 3 0 16
split_gain=0.000518227 0.000266986 0.000246778 0.000194161 0.000260794 0.000246612 0.000276518 0.00030645 0.000272245 0.000200284 0.000392696 0.000231186 0.000140847 0.000145183 0.000148012 0.000139262 0.00011467 9.27959e-05 5.47845e-05
threshold=-1.0000000180025095e-35 -0.094929999999999987 -1.0000000180025095e-35 0.10195500000000002 -0.49405499999999997 -0.076794999999999988 0.084750000000000006 -1.0000000180025095e-35 -0.039414999999999999 -0.056919999999999991 0.080270000000000022 0.099450000000000011 0.021350000000000004 0.092355000000000007 -0.10224499999999999 -0.17169499999999996 0.076840000000000006 -0.087519999999999987 -0.092804999999999985
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 -4 16 7 -7 18 11 -11 12 13 14 15 -10 -6 -16 -9
right_child=1 2 3 -5 5 6 -8 8 9 10 -12 -13 -14 -15 17 -17 -18 -19 -20
leaf_value=-0.0010901997085789904 -0.00078482603838474284 -0.00071207396491710447 -0.00058749445279728679 0.00081835096600012063 -2.0205823367715656e-05 -0.00066459079755177186 0.00097934633127129737 0.0010471645708049269 0.00052192878111432465 0.00037012345635237964 -0.00076851479661807953 0.00099168759870698286 -0.00034928957025656524 -0.00020920631211249777 0.0010868200050907315 -0.00031585480787602076 -0.00072282495359124194 0.00038332604032417219 0.00050535441171557522
leaf_weight=0.0011549384102019352 0.001015980852280495 0.0010184002073838029 0.0014609385773618399 0.0010058346516871588 0.0013642822952023735 0.001146739075085502 0.0011671588798848895 0.0010017517152079852 0.0010984262335278494 0.0015681047381609524 0.0016984781344677319 0.0010168678424803401 0.0012310261567215208 0.001319758740122523 0.0010063894670285936 0.0010396075241800003 0.0011542910442108312 0.0010125748941654305 0.0010077272062178491
leaf_count=491 55 255 131 42 300 105 186 74 47 172 179 125 101 176 101 93 56 235 197
internal_value=0 3.68863e-05 7.60471e-05 0.000115585 7.89489e-05 0.000133546 0.000211789 0.000148465 0.000220182 0.000118664 -0.000221918 0.000262688 0.000152175 0.000264891 0.000415407 0.000114561 -0.000342224 0.000733995 0.000775454
internal_weight=0 0.0223343 0.0213184 0.0203 0.0192941 0.0178332 0.0153146 0.0141475 0.0130007 0.0109912 0.00326658 0.00772465 0.00670778 0.00547676 0.004157 0.00213803 0.00251857 0.00201896 0.00200948
internal_count=3121 2630 2575 2320 2278 2147 1791 1605 1500 1229 351 878 753 652 476 140 356 336 271
is_linear=0
shrinkage=0.0016407


Tree=2235
num_leaves=13
num_cat=0
split_feature=147 484 15 43 160 43 16 43 16 1 42 2
split_gain=7.64345e-05 0.000108763 8.99449e-05 9.8909e-05 0.000122503 0.000106659 0.000200823 0.000158074 0.000146158 9.37662e-05 9.31443e-05 8.89772e-05
threshold=0.087350000000000025 -0.0068949999999999992 -0.10653 0.016310000000000002 -0.082869999999999985 -0.074359999999999996 -0.056919999999999991 -0.09225499999999999 -0.094359999999999986 0.111945 0.085465000000000013 0.099185000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 9 4 -4 7 8 10 -7 -3 -6 -5
right_child=-2 2 3 11 5 6 -8 -9 -10 -11 -12 -13
leaf_value=-0.0033166923370075646 0.0026437730549809029 9.8698577758462596e-05 -0.0040140083424016308 -0.000158857903253301 -0.0025068979730161686 -0.0028517895439116874 -0.0043998534960766021 0.0035056565009305785 0.0018859731457099558 0.0037725508296612273 0.0014797400884407584 0.0036552089406661414
leaf_weight=0.0010534362971863975 0.0010205313414068619 0.0017013811543879613 0.0010889907379112692 0.0015281341670404644 0.001346225500835449 0.0010538869130028443 0.001551466122761551 0.0013917199215787443 0.0017539093718831056 0.0011961692653844236 0.0010583236314380962 0.0010387335615054949
leaf_count=486 146 211 361 243 213 79 276 253 455 225 76 97
internal_value=0 -0.000195678 2.78451e-05 -0.000361597 -0.000846446 -0.000423489 -0.00149655 0.000808711 0.000107687 0.00161534 -0.000752243 0.00138458
internal_weight=0 0.0157624 0.0147089 0.0118114 0.00924452 0.00815553 0.00435926 0.00379627 0.0028078 0.00289755 0.00240455 0.00256687
internal_count=3121 2975 2489 2053 1713 1352 810 542 534 436 289 340
is_linear=0
shrinkage=0.010055


Tree=2236
num_leaves=12
num_cat=0
split_feature=1 123 50 3 484 15 16 4 4 0 2
split_gain=6.78842e-05 0.000107868 0.000126744 9.87913e-05 7.9267e-05 0.0001143 0.000141829 0.000194947 0.000166895 0.000128552 8.27932e-05
threshold=0.13869000000000004 1.0000000180025095e-35 0.088425000000000017 -0.15447499999999995 0.084750000000000006 0.091295000000000015 -0.094359999999999986 0.0052350000000000009 0.24564500000000003 -0.077809999999999976 0.079055000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 6 8 9 -5 -8 -9
right_child=-2 -3 -4 4 -6 -7 7 10 -10 -11 -12
leaf_value=0.0018678172305587278 0.0017221349246416137 0.0021243135018167211 -0.002518799736349928 -0.0038588957019517747 0.0014665759271564555 0.0012689795025017194 -0.0030874981200632169 6.1069348944326268e-05 -0.00049776212235285626 -7.9551131193781978e-05 0.0029361794650954133
leaf_weight=0.0012904747128307014 0.0011667239386962203 0.0010855999405884427 0.001325877608009598 0.0015611241211212655 0.0012533197303352681 0.0016745701852741929 0.0013218583793306315 0.0010642488067150735 0.0017476721773902158 0.0019822902256102304 0.0011776342420276101
leaf_count=174 139 229 517 202 239 360 689 56 164 200 152
internal_value=0 -0.000146619 -0.000317833 -9.46116e-05 -0.000309542 -0.000520954 -0.000859455 -0.000129136 -0.00208358 -0.00128291 0.00157133
internal_weight=0 0.0154847 0.0143991 0.0130732 0.0117827 0.0105294 0.00885483 0.00554603 0.0033088 0.00330415 0.00224188
internal_count=3121 2982 2753 2236 2062 1823 1463 1097 366 889 208
is_linear=0
shrinkage=0.00747098


Tree=2237
num_leaves=18
num_cat=0
split_feature=1213 147 11 1374 456 457 15 15 15 2 42 3 3 1 160 52 43
split_gain=0.000368911 0.000280135 0.000266121 0.000253309 0.000194062 0.000167422 0.000209964 0.000197771 0.000185803 0.000195571 0.000280414 0.000272648 0.000336257 0.000208385 0.000260349 0.000326526 0.0001312
threshold=-1.0000000180025095e-35 0.089025000000000007 0.088215000000000002 -0.08070999999999999 0.086265000000000022 0.080930000000000016 0.091915000000000011 0.088235000000000022 0.035560000000000008 0.10672500000000001 0.090395000000000017 -0.013929999999999998 0.13524500000000003 0.095025000000000012 -0.079279999999999975 0.077655000000000016 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 6 7 8 9 10 13 -11 -13 14 -5 -16 -15
right_child=1 -3 -4 4 -6 -7 -8 -9 -10 11 -12 12 -14 16 15 -17 -18
leaf_value=-0.00093535566922217986 -0.00073294481483760681 0.00078530905085508098 -0.00081740836976164919 0.00056619532545924692 -0.00063296988758693466 0.00057553192879692577 -0.00049439534744517605 0.00067529814971640915 -0.00058556870313421455 0.0010353134377055814 -0.00070938644611473229 -0.00046005908250665892 0.00066972087960258733 0.00014748212325037567 -0.00084207848556139622 0.00024353545385055213 0.00090696113106509602
leaf_weight=0.0011256752461054195 0.0011223473810457732 0.0012394641654018537 0.0010625487830031579 0.0010852486686390907 0.0010053059533104139 0.0018488930895750313 0.0016822150282198431 0.0015327519150107891 0.0011233350318518307 0.0012685799354641928 0.0013829266334445698 0.0013802973014691222 0.0014584655722006401 0.0014088580424137416 0.0017155414381666975 0.0013193778611413354 0.0010829361323261288
leaf_count=491 54 122 109 214 160 131 336 150 232 211 198 97 101 95 275 69 76
internal_value=0 2.68843e-05 -1.688e-05 2.47812e-05 6.88571e-05 0.000107434 5.4792e-05 0.000117391 5.27331e-05 0.000111981 -3.75127e-05 0.000402967 0.000120386 0.000103013 -0.0001235 -0.000370127 0.000477552
internal_weight=0 0.0227191 0.0214796 0.0204171 0.0192947 0.0182894 0.0164405 0.0147583 0.0132256 0.0121022 0.00799489 0.00410734 0.00283876 0.00661196 0.00412017 0.00303492 0.00249179
internal_count=3121 2630 2508 2399 2345 2185 2054 1718 1568 1336 927 409 198 729 558 344 171
is_linear=0
shrinkage=0.0016407


Tree=2238
num_leaves=19
num_cat=0
split_feature=1213 1374 1447 453 4 48 151 49 15 42 47 16 13 3 15 16 1 3
split_gain=0.000553751 0.000308216 0.00026814 0.000373566 0.000263486 0.00030448 0.000370923 0.000209449 0.000330596 0.000309467 0.000193643 0.000254088 0.000513296 0.000361797 0.000344573 0.000211678 0.000187554 0.000137454
threshold=-1.0000000180025095e-35 -0.094929999999999987 -1.0000000180025095e-35 1.0000000180025095e-35 0.27287000000000006 0.083985000000000018 -0.0039699999999999987 -0.006494999999999999 0.040760000000000005 0.10194000000000002 0.10783500000000001 0.22339500000000004 -0.084034999999999985 -0.059315 -0.09551999999999998 -0.079109999999999986 0.111945 0.099930000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 5 7 -7 8 -4 10 11 12 -9 15 -15 -14 -6 -8
right_child=1 2 3 -5 16 6 17 9 -10 -11 -12 -13 13 14 -16 -17 -18 -19
leaf_value=-0.0011801662981613997 -0.000904114840968972 -0.00078704296408897408 -0.0012330379611898425 -0.00090859279311707674 0.00023975150757951094 0.0010625369390189843 0.00044103617385081749 0.00097287489244941882 0.00013385929122502574 -0.00079706379980135414 0.00075740353833797915 -0.00052445679942473937 -0.0011431174778043271 -0.00032183250575332873 0.0010438597058239243 -0.00010184590230316342 0.001186530175124708 -0.00038857575205796809
leaf_weight=0.0012017054882667013 0.001018627886007816 0.0010408116451912841 0.0010514149256509184 0.0010214707032520356 0.001320010717055454 0.0019306338180365978 0.001251409087591345 0.0019261114651643102 0.0010950422368694035 0.0011448330232890222 0.001406805986337579 0.0017796220531857282 0.0010702217469706335 0.001052115256422681 0.0011975158304833363 0.0013240532996838354 0.0012210062715339257 0.0011728645409307958
leaf_count=491 55 255 174 78 75 180 175 183 42 169 60 246 255 41 72 274 240 56
internal_value=0 3.22022e-05 7.55431e-05 0.000118366 0.000170965 9.4493e-05 0.000493131 -3.85594e-05 -0.000535698 5.9327e-05 0.000159817 5.91314e-05 0.000217208 -9.62132e-05 0.000405148 -0.000567286 0.000694696 3.96696e-05
internal_weight=0 0.0230246 0.0220059 0.0209651 0.0199437 0.0174026 0.00435491 0.0130477 0.00214646 0.0109013 0.00975645 0.00834964 0.00657002 0.00464391 0.00224963 0.00239428 0.00254102 0.00242427
internal_count=3121 2630 2575 2320 2242 1927 411 1516 216 1300 1131 1071 825 642 113 529 315 231
is_linear=0
shrinkage=0.00174112


Tree=2239
num_leaves=12
num_cat=0
split_feature=41 39 3 474 160 2 48 4 52 16 0
split_gain=6.67245e-05 7.67273e-05 0.00011948 0.000125064 0.000181772 0.000101368 0.000162286 0.000126054 0.000133907 0.000107237 9.9528e-05
threshold=0.078475000000000017 0.085220000000000004 0.149315 0.084660000000000027 -1.0000000180025095e-35 0.11215000000000001 0.092475000000000016 0.053180000000000012 0.077655000000000016 -0.088159999999999988 -0.10224499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 6 7 8 9 -6 -9
right_child=-2 -3 -4 -5 5 -7 -8 10 -10 -11 -12
leaf_value=-0.0028836741095868805 -0.0019518948434585032 0.0016609607481340852 0.0021158740805978719 0.0022269268994970417 -0.00063435973622627876 -0.0020283766914892323 0.0030179852280196708 -0.00060778420981086442 0.00048468001956844065 -0.0039716614159115001 0.0024934608271389579
leaf_weight=0.0018084910916092893 0.0010519479652729693 0.0017792616494878852 0.0013922683845475061 0.0010953049113678346 0.0012043289470515836 0.001512694253155201 0.0011138542846980126 0.0011626335828257561 0.001938669857768846 0.0012166031959785048 0.0014766108992041727
leaf_count=637 148 294 143 298 91 195 100 81 519 522 93
internal_value=0 0.000110661 -8.74784e-05 -0.000332319 -0.000577481 -0.000144177 0.000207151 -0.000240188 -0.00106805 -0.00231147 0.00112731
internal_weight=0 0.0157007 0.0139215 0.0125292 0.0114339 0.0096254 0.0081127 0.00699885 0.0043596 0.00242093 0.00263924
internal_count=3121 2973 2679 2536 2238 1601 1406 1306 1132 613 174
is_linear=0
shrinkage=0.00792826


Tree=2240
num_leaves=20
num_cat=0
split_feature=1213 1374 456 151 151 484 4 160 50 130 0 52 52 0 0 42 1 16 4
split_gain=0.000599615 0.000423849 0.000280568 0.000356341 0.000325508 0.000272741 0.000403476 0.000395087 0.000329158 0.000221765 0.000322534 0.000413252 0.000317641 0.000354333 0.000408673 0.000294857 0.000162503 0.000127935 0.000139932
threshold=-1.0000000180025095e-35 -0.094929999999999987 0.087485000000000021 -0.016164999999999995 -0.15747499999999998 -1.0000000180025095e-35 0.40473500000000007 -0.090969999999999981 0.088280000000000011 -1.0000000180025095e-35 0.18019500000000002 0.10160000000000001 0.077655000000000016 -0.019414999999999998 -0.10096999999999999 0.088200000000000014 0.090965000000000004 -0.36241499999999999 0.053180000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 -3 -5 7 -7 9 -9 11 12 13 14 17 -16 -6 -11 -19
right_child=1 2 -4 5 16 6 -8 8 -10 10 -12 -13 -14 -15 15 -17 -18 18 -20
leaf_value=-0.0010169619929520141 -0.0008752489462375084 -0.00014348390279188879 -0.00071756238426471026 -0.00068316251599758197 0.00044012185199335144 -0.00075086455654781539 0.0007804777979785731 -0.0005138789134853394 0.00083999410746728837 -0.00035949911553634953 0.00086962487137178337 -0.00089313674110573277 0.00073148118820228012 0.00070424966722226409 -0.0013275261675181622 -0.00018108327276902209 0.001214094485376361 -0.00011920632316902543 0.0005489681935735896
leaf_weight=0.001394437178028173 0.0011902472770071162 0.0011491898187330207 0.0010331597682857177 0.0012331650086004542 0.0012406169326568397 0.0015449654495113809 0.0017190817421765111 0.0017376895972561765 0.0012204546626861665 0.0010623323505569715 0.001113044582865542 0.0011197549229819978 0.0015840181204677117 0.001301677029272418 0.0010267196227423392 0.0011225261672107023 0.0013584698201849765 0.0013090047256554245 0.001751816075379331
leaf_count=491 55 83 150 375 111 284 230 155 156 35 20 86 167 106 204 140 151 78 44
internal_value=0 2.49588e-05 7.03069e-05 0.000106333 0.0005417 1.97441e-05 6.89575e-05 -7.99992e-06 7.19845e-05 5.89117e-07 7.90716e-05 -6.54173e-06 0.000101862 -2.98149e-05 -0.000182151 -0.000728752 0.000844656 0.000102771 0.000263214
internal_weight=0 0.0248179 0.0236277 0.0225945 0.00374828 0.0188463 0.0176131 0.015894 0.014349 0.0131286 0.0113909 0.0102778 0.00915809 0.00757408 0.0062724 0.00214925 0.00259909 0.00412315 0.00306082
internal_count=3121 2630 2575 2425 345 2080 1705 1475 1191 1035 880 860 774 607 501 344 262 157 122
is_linear=0
shrinkage=0.00154607


Tree=2241
num_leaves=14
num_cat=0
split_feature=1 3 15 3 151 150 151 16 15 51 4 2 1
split_gain=7.07548e-05 0.000113319 0.000142647 0.000226719 0.000101722 0.000175063 0.000103737 0.000108147 0.000187671 6.76937e-05 0.000106125 5.64218e-05 1.00892e-05
threshold=0.077565000000000009 0.097915000000000016 0.091295000000000015 -0.082974999999999979 0.056735000000000001 0.081835000000000019 -0.033849999999999991 -0.056919999999999991 -0.055554999999999993 0.080335000000000018 0.24564500000000003 0.09167500000000002 0.10920500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 11 5 6 -2 9 -9 10 -8 -1 -10
right_child=4 -3 -4 -5 -6 -7 7 8 12 -11 -12 -13 -14
leaf_value=-0.0016920216988115999 -0.0018585730249150866 0.001352799778284678 0.0011438145974243779 -0.0045283992297677263 -0.0017688962891162703 0.002575617681330735 -0.000577784720269231 -0.0028166872542513912 0.0003019507313763346 0.0028920930893869502 0.002278265898814298 0.00071324850782344908 0.0013400773058532898
leaf_weight=0.001086990188119431 0.0012463703785989839 0.0011379323479658865 0.0010229570139945188 0.0011984140801251401 0.0011337874493956143 0.0018596698773391861 0.0015808563744259007 0.0012227194340879502 0.0010010353205536487 0.0010098600588832884 0.0012497686641705272 0.001008758622364915 0.0010079444479741406
leaf_count=575 115 26 290 622 99 234 265 174 277 105 172 123 44
internal_value=0 -0.000703411 -0.0012454 -0.00198734 0.000312169 0.000543987 8.98014e-05 0.000433174 -0.000554207 0.00126404 0.00068321 -0.000534279 0.000822799
internal_weight=0 0.00545505 0.00431712 0.00329416 0.011312 0.0101782 0.00831855 0.00707218 0.0032317 0.00384049 0.00283063 0.00209575 0.00200898
internal_count=3121 1636 1610 1320 1485 1386 1152 1037 495 542 437 698 321
is_linear=0
shrinkage=0.00732449


Tree=2242
num_leaves=11
num_cat=0
split_feature=4 13 12 4 133 15 3 15 47 1
split_gain=7.21656e-05 0.00015134 0.000124502 0.000227749 0.000105337 0.000123482 0.000131476 0.000185806 0.000180843 0.000123849
threshold=-0.51843499999999987 -0.23438999999999996 0.092355000000000007 0.09173000000000002 0.083950000000000011 0.035560000000000008 -0.116045 -0.016799999999999995 0.096175000000000024 0.094465000000000007
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 4 -4 5 6 -3 8 9 -8
right_child=1 2 3 -5 -6 -7 7 -9 -10 -11
leaf_value=-0.0020824222365213143 0.002304473030696746 0.0028456944991520372 -0.0041131823278865486 0.00031627049986402908 0.0020163337893699838 -0.0019017177346046168 -0.0012641702143990257 0.0026535377946367259 -0.0032668964981412119 0.0017080712914228911
leaf_weight=0.0010006855425284114 0.001759069693087212 0.0011304707964259865 0.0012873123317335934 0.0016843074874159925 0.0017401076101321586 0.001915467524921167 0.0018529821260697809 0.0012319506017067945 0.0013447044861321089 0.0016803092642869617
leaf_count=65 162 110 756 137 645 596 250 130 114 156
internal_value=0 0.000113782 -0.000164102 -0.00160258 0.000228208 -0.000111631 0.00036194 -9.7608e-05 -0.000792417 0.000149323
internal_weight=0 0.0156267 0.0138676 0.00297162 0.010896 0.00915588 0.00724042 0.00610995 0.004878 0.00353329
internal_count=3121 3056 2894 893 2001 1356 760 650 520 406
is_linear=0
shrinkage=0.00792826


Tree=2243
num_leaves=13
num_cat=0
split_feature=41 2 484 3 0 16 151 16 13 13 12 13
split_gain=6.517e-05 7.3769e-05 6.02963e-05 7.79226e-05 9.61531e-05 0.000117534 9.36183e-05 0.000137298 8.69141e-05 7.89042e-05 7.4202e-05 7.41738e-05
threshold=0.078475000000000017 -1.0000000180025095e-35 -0.0068949999999999992 -0.10519499999999998 -0.052984999999999997 0.0065250000000000004 -0.0083949999999999979 -0.083134999999999987 -0.072309999999999985 0.14871000000000004 0.090020000000000017 -0.014169999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 9 5 6 -5 10 -6 -4 11 -8
right_child=-2 2 3 4 8 -7 7 -9 -10 -11 -12 -13
leaf_value=0.0017617636291751917 -0.0016927515294865489 -0.0016694291586310222 0.0024492883139344414 -0.0014927887997428838 0.00018513383793415623 0.001868973427663964 0.00040010613070781958 -0.0015997606700892345 -0.0024380577780867213 -6.4143954781744727e-05 -0.00058711348901718515 0.0027521986869335504
leaf_weight=0.0011723775451499595 0.0010335684680173865 0.0010047962901926612 0.0012119788021878056 0.001931986909013474 0.0010238824780296162 0.0016056920990897457 0.001221624373955987 0.0013191115776887757 0.0014592830744819584 0.0011688173413703096 0.0010001888886795179 0.0013385025755130774
leaf_count=177 148 483 146 260 53 288 302 636 174 90 198 166
internal_value=0 9.73806e-05 -3.9208e-05 8.41285e-05 -0.00016295 0.000189146 -0.000206849 0.000302314 -0.00135644 0.00121536 0.00100704 0.00162984
internal_weight=0 0.0154582 0.0142859 0.0132811 0.0109003 0.00841711 0.00681141 0.00487943 0.00248317 0.0023808 0.00356032 0.00256013
internal_count=3121 2973 2796 2313 2077 1850 1562 1302 227 236 666 468
is_linear=0
shrinkage=0.00690203


Tree=2244
num_leaves=12
num_cat=0
split_feature=1 0 133 4 52 52 14 52 0 3 15
split_gain=6.82092e-05 0.000109954 0.000144357 0.000122648 8.65544e-05 0.000158203 0.000112443 9.74066e-05 0.000170757 0.00017362 2.37518e-05
threshold=0.077565000000000009 -0.059114999999999994 0.083950000000000011 -0.49405499999999997 -0.28430999999999995 -0.081429999999999989 -0.10708499999999999 -0.0064899999999999992 -0.13027499999999997 -0.075634999999999994 0.024640000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -3 -2 -6 -7 -8 -9 10 -10
right_child=4 3 -4 -5 5 6 7 8 9 -11 -12
leaf_value=-0.0034658175554390341 -0.0015705983624450051 -0.001522646243628056 -5.6681489972799694e-05 0.0015599955361327153 0.0026662129792409447 -0.002033106364884206 -0.0010771014788903373 0.0025988413647960815 0.0021283348835340315 -0.0017651991462932848 0.00059428853224624773
leaf_weight=0.0012749451356028427 0.0011356193705628079 0.0011181765270205091 0.0012870228523024305 0.0016440844252437739 0.0015055673482637167 0.0010724424072842418 0.0016562168127700564 0.001989092020365223 0.0010459500839465393 0.0016283945889259939 0.0010358752768084289
leaf_count=794 170 35 666 141 240 100 188 186 144 242 215
internal_value=0 -0.000681695 -0.00175321 0.000312127 0.000307421 0.00052212 0.0001391 0.00045581 0.000901273 -8.81346e-06 0.00136502
internal_weight=0 0.00532423 0.00256197 0.00276226 0.0110692 0.00993354 0.00842797 0.00735553 0.00569931 0.00371022 0.00208183
internal_count=3121 1636 1460 176 1485 1315 1075 975 787 601 359
is_linear=0
shrinkage=0.00718087


Tree=2245
num_leaves=18
num_cat=0
split_feature=1213 456 147 11 150 1 160 52 133 42 2 43 12 3 16 12 4
split_gain=0.000482816 0.000259229 0.000165456 0.000210035 0.000193799 0.000195799 0.000251664 0.000184781 0.000229907 0.000241829 0.000184797 0.000256439 0.000234573 0.000159561 0.000182109 0.000139906 0.000126196
threshold=-1.0000000180025095e-35 0.087015000000000023 0.089025000000000007 0.087830000000000005 0.11259000000000001 0.10538500000000002 -0.091944999999999985 -0.11592499999999999 0.10722500000000001 0.088200000000000014 0.092120000000000021 0.0051600000000000005 0.084100000000000022 0.10893000000000001 -0.076669999999999988 0.09141500000000001 -0.0016099999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 6 -2 -8 9 10 12 -12 16 15 -15 -7 -9
right_child=1 -3 -4 -5 -6 13 7 8 -10 -11 11 -13 -14 14 -16 -17 -18
leaf_value=-0.0010051207646203518 -0.00068326995215060404 -0.0007118482938468305 0.00066019416607021163 -0.00058654494216977258 -0.0005520844730931842 0.00088585212267148605 -0.0005344529307282173 0.00048094341885996332 -0.00048215595051561788 0.00073425818069930719 4.5429556310977172e-05 0.0010413944857169868 -0.00070754817268663095 0.00051512372606175166 -0.00038949309662656946 0.00023425712429393913 -0.00016525401028383096
leaf_weight=0.0010993700656404667 0.0011045083295327255 0.0010291482765626822 0.0011233769741988758 0.001164939522242169 0.0010563604034003462 0.0017675163531146827 0.0010190735372196833 0.0013266781344325462 0.0011794027766138864 0.0018885827744375971 0.0016125365538884884 0.0010018847622229599 0.0011049581674727194 0.0010322013425413668 0.0010975333759306594 0.001420813327094983 0.0015859555955515317
leaf_count=491 298 177 113 116 64 210 298 108 265 164 103 56 344 94 55 98 67
internal_value=0 4.53109e-05 8.33474e-05 4.98806e-05 9.06212e-05 0.000130228 1.94105e-05 9.18157e-05 0.000157611 0.000246166 0.000107173 0.000427098 -0.000101016 0.000376608 4.89402e-05 0.000595482 0.000129083
internal_weight=0 0.0215155 0.0204863 0.0193629 0.018198 0.0171416 0.0118236 0.0107191 0.0097 0.0085206 0.00663201 0.00261442 0.00401759 0.00531806 0.00212973 0.00318833 0.00291263
internal_count=3121 2630 2453 2340 2224 2160 1703 1405 1107 842 678 159 519 457 149 308 175
is_linear=0
shrinkage=0.00154607


Tree=2246
num_leaves=12
num_cat=0
split_feature=1 123 50 48 4 3 13 52 42 48 2
split_gain=7.41237e-05 9.12471e-05 9.82579e-05 8.01556e-05 0.00011989 8.65912e-05 8.65664e-05 0.000142713 0.0001532 9.29885e-05 8.35434e-05
threshold=0.13869000000000004 1.0000000180025095e-35 0.088425000000000017 0.11280000000000003 0.24564500000000003 0.10299500000000002 -0.086589999999999986 -0.0064899999999999992 -1.0000000180025095e-35 0.083685000000000009 0.091185000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 -1 9 -9 -8 -10
right_child=-2 -3 -4 -5 -6 -7 7 8 10 -11 -12
leaf_value=-0.0024702873432637363 0.001778944496164981 0.0019107475577472264 -0.0022307297787861366 -0.001893235491084475 0.0017140722630476879 0.0011826402458911648 -0.0027948187885776 -0.001836359385476148 0.0024533901329159753 -0.00010532076931956916 -9.338605788302486e-05
leaf_weight=0.0011300563771008635 0.0011510930887679077 0.0010728011078035187 0.0012915391560395185 0.0012253489939612052 0.0019880409373715423 0.0018097565335515329 0.0014908521067916137 0.0010118784945826933 0.0017918722991855001 0.0012833485546349666 0.0011247607368471413
leaf_count=304 139 229 517 77 203 88 567 446 231 131 189
internal_value=0 -0.000148723 -0.000304892 -0.000111417 7.63076e-05 -0.000261357 -0.000594992 -0.000278823 0.000619306 -0.00155065 0.00147126
internal_weight=0 0.0152203 0.0141475 0.0128559 0.0116306 0.00964253 0.00783277 0.00670271 0.00392851 0.0027742 0.00291663
internal_count=3121 2982 2753 2236 2159 1956 1868 1564 866 698 420
is_linear=0
shrinkage=0.00732449


Tree=2247
num_leaves=12
num_cat=0
split_feature=1 15 131 3 47 1 2 52 2 151 12
split_gain=6.25176e-05 9.88687e-05 9.40253e-05 8.41159e-05 7.93231e-05 0.00012807 0.000146604 0.000106145 0.000130757 7.76736e-05 8.13716e-05
threshold=0.12811000000000003 0.091915000000000011 0.08844500000000001 0.11296500000000002 0.092530000000000015 0.094090000000000021 0.11215000000000001 -0.088204999999999992 0.095195000000000016 -0.0067699999999999991 0.088305000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -2 5 7 -7 -1 9 -9 -11
right_child=3 -3 -4 -5 -6 6 -8 8 -10 10 -12
leaf_value=-0.0023524821640655445 0.0027735979978493522 -0.0022251700021910441 -0.002287674232487697 -0.00039365200788853236 -0.0012637637726397029 0.0034160664575784601 2.9266119190098131e-06 0.0027964887085959265 -0.0014961815541160695 -0.00097084943642525854 0.0018217309208830486
leaf_weight=0.0011166222590631106 0.001102352532191128 0.0013723633101362454 0.0010259139042023699 0.0010099728093566351 0.0019095859453539402 0.0016835145739674852 0.0014921406135570831 0.0012145235031324839 0.0017116322758822591 0.0013639677008821204 0.0012633621786423965
leaf_count=344 133 464 325 126 189 243 146 140 206 506 299
internal_value=0 -0.000202962 1.41688e-05 0.00125923 0.000215055 0.000501873 0.00181234 -0.000122044 0.000326423 0.00113843 0.000371974
internal_weight=0 0.0141536 0.0127813 0.00211233 0.0117553 0.00984576 0.00317566 0.00667011 0.00555349 0.00384185 0.00262733
internal_count=3121 2862 2398 259 2073 1884 389 1495 1151 945 805
is_linear=0
shrinkage=0.00792826


Tree=2248
num_leaves=12
num_cat=0
split_feature=11 48 0 2 151 2 4 2 1 4 0
split_gain=6.1783e-05 7.77471e-05 0.000255663 0.000148087 0.000110288 0.000147321 0.000104956 0.000123113 8.77675e-05 9.5366e-05 4.92514e-05
threshold=0.081790000000000015 0.016865000000000002 -0.20211999999999997 0.10252500000000002 -0.00099499999999999979 0.10882500000000002 0.16173500000000005 0.090675000000000019 0.09253500000000002 -0.077834999999999988 0.13134000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 -3 -4 -1 6 7 8 9 -6 -9
right_child=-2 2 3 -5 5 -7 -8 10 -10 -11 -12
leaf_value=-0.002536871293375419 -0.0018089775957486399 -0.0011441249546372469 0.00071796745167705049 0.0047297647704669576 -0.00041519520765715242 0.0021810324445434453 0.001697526538733404 -0.0037262152593486786 -0.0014612404422805897 0.0027644337482699249 -0.0012851640381013924
leaf_weight=0.0012161905052704468 0.0011610140566575824 0.0019440459217072714 0.0011607467809900277 0.0012493933622607437 0.0014843711761203448 0.0017327267048688278 0.0012679696954970747 0.0010052038315477817 0.0017159425092507265 0.0010555333799240193 0.0011693073845826518
leaf_count=314 175 82 315 183 652 339 142 351 240 295 33
internal_value=0 0.000127361 0.00103773 0.00279764 -0.000244935 5.06233e-05 -0.000428886 -0.000848182 -4.83467e-05 0.000906195 -0.00241358
internal_weight=0 0.0150014 0.00435419 0.00241014 0.0106472 0.00943105 0.00769833 0.00643036 0.00425585 0.0025399 0.00217451
internal_count=3121 2946 580 498 2366 2052 1713 1571 1187 947 384
is_linear=0
shrinkage=0.00808683


Tree=2249
num_leaves=17
num_cat=0
split_feature=1213 147 11 150 52 52 13 13 0 3 2 1 42 43 151 3
split_gain=0.000421607 0.000175102 0.000188241 0.000179622 0.000174992 0.000170272 0.000201858 0.000212559 0.000254583 0.000202064 0.000303476 0.000168053 0.000106596 0.000137831 0.000156553 8.40296e-05
threshold=-1.0000000180025095e-35 0.089025000000000007 0.087830000000000005 0.116995 0.19022000000000003 0.12603000000000003 -0.084034999999999985 -0.49353499999999995 -0.084269999999999984 0.10893000000000001 0.092120000000000021 1.0000000180025095e-35 0.075730000000000006 -0.061959999999999994 -0.0077149999999999988 -0.063814999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 6 7 -2 -9 10 11 -8 13 -13 -15 -12
right_child=1 -3 -4 -5 -6 -7 9 8 -10 -11 15 12 -14 14 -16 -17
leaf_value=-0.0010499496865226422 -0.00022864056291596794 0.00070595856245947225 -0.00066516094711223188 -0.00060890773129299372 -0.00048166174119339175 0.00078717828746285151 -0.00064301740296976602 0.00014825626592669165 0.0010659558633530652 -0.00068187325732244454 0.0001944914479502313 0.00059440166137882317 -0.00048212260195531315 0.00040922499301493821 -0.00042214929015955993 0.00074321508300956198
leaf_weight=0.0010059650492225776 0.0011355499542444886 0.0010048456290504401 0.0010705779934317974 0.001071383882420617 0.0013572964641756077 0.0010008767856934933 0.0014922288596369727 0.0016689052081869608 0.0015880551423506162 0.0011617015473408534 0.0014849660598000511 0.0011344705079633565 0.0010137697828334243 0.0010092216135291227 0.0015402302826994932 0.0015204309651297813
leaf_count=491 55 122 118 65 321 57 366 379 132 53 296 99 168 37 142 220
internal_value=0 3.82689e-05 3.41508e-06 4.27879e-05 8.36009e-05 0.000132313 8.78746e-05 0.000382603 0.000595716 -3.71227e-05 4.43326e-05 -0.000163357 -1.09923e-05 0.000118657 -9.30429e-05 0.000472091
internal_weight=0 0.0202545 0.0192497 0.0181791 0.0171077 0.0157504 0.0147495 0.00439251 0.00325696 0.010357 0.00919532 0.00618992 0.00469769 0.00368392 0.00254945 0.0030054
internal_count=3121 2630 2508 2390 2325 2004 1947 566 511 1381 1328 812 446 278 179 516
is_linear=0
shrinkage=0.0016407


Tree=2250
num_leaves=13
num_cat=0
split_feature=52 1 43 40 3 15 133 12 13 15 48 2
split_gain=5.38958e-05 0.000151516 8.25662e-05 0.000135018 0.000144214 8.64096e-05 0.000110028 0.000123342 0.000141974 6.85066e-05 8.35678e-05 2.2531e-05
threshold=-0.40306999999999998 0.13436000000000001 0.16180500000000003 -0.013874999999999998 0.12745000000000004 0.090615000000000015 -0.032969999999999992 0.084100000000000022 -0.01163 -0.070929999999999979 0.086035000000000014 0.09167500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 6 -5 9 -9 10 -8 -11
right_child=1 -3 -4 4 -6 -7 7 8 -10 11 -12 -13
leaf_value=-0.0020780176735677629 0.0028294728887939017 0.003385034460755216 -0.0026724963583936059 0.003107074667806489 -0.0033425689470746311 -0.0021284896010692516 0.0015751131400420792 -0.003123891329975747 0.00072176488104483448 0.0032787051375711761 -0.0017681510576923198 0.0013110422334859262
leaf_weight=0.0010213482233020757 0.001361597705235894 0.0011387241144789053 0.0010281436812352987 0.0011409709241995769 0.0011785237796178025 0.0013263582949294772 0.0013777001480031748 0.0017852783468592448 0.0015454826210260465 0.0010047118062731404 0.001213305041051882 0.0010039073782592278
leaf_count=324 231 195 191 320 74 454 78 610 323 172 77 72
internal_value=0 0.000126826 -0.000138834 6.25108e-05 -0.000262939 8.61196e-05 0.000409926 2.18785e-05 -0.0013395 0.0010077 9.54341e-06 0.00229527
internal_weight=0 0.0151047 0.013966 0.0129378 0.0115762 0.0103977 0.00907136 0.00793039 0.00333076 0.00459962 0.00259101 0.00200862
internal_count=3121 2797 2602 2411 2180 2106 1652 1332 933 399 155 244
is_linear=0
shrinkage=0.00928922


Tree=2251
num_leaves=13
num_cat=0
split_feature=42 47 14 49 1 2 2 3 0 15 0 4
split_gain=5.26524e-05 8.84806e-05 8.67858e-05 0.000112188 0.000120806 0.000237969 0.000118164 0.000109229 0.000111769 0.000118987 0.000209656 9.05125e-06
threshold=0.10256000000000001 0.11069000000000002 -0.10708499999999999 0.0093850000000000027 0.11212500000000002 0.11293500000000002 0.10584500000000001 0.090900000000000009 -0.077999999999999986 0.089485000000000023 -0.10151999999999999 0.052250000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 6 7 8 9 10 11 -4
right_child=-2 -3 3 -5 -6 -7 -8 -9 -10 -11 -12 -13
leaf_value=-0.0022524309861127944 -0.0015173069844527278 0.0019099172656990109 -0.00090069785450635218 0.0024872204982752245 -0.0025840338044001662 0.0038629941048676938 -0.0028168708043434416 0.002137187128666237 0.0012063003554680445 0.0012585343252576615 -0.0047209939247792685 0.00018601513888431319
leaf_weight=0.001110072062917117 0.0013846674651784496 0.001627889944993203 0.0010009387611620325 0.0011721563915023285 0.0011841047694897628 0.001011609021073113 0.0010564518275431173 0.0013687186528574813 0.0019492958282502307 0.0010189170646466642 0.0011229131897585887 0.0010039778571252211
leaf_count=108 346 148 90 480 217 82 134 88 321 237 817 53
internal_value=0 0.000132583 -8.9993e-05 0.000111912 -0.000147886 0.000154716 -0.000285518 7.27326e-05 -0.000390791 -0.00114155 -0.0019234 -0.000356518
internal_weight=0 0.014627 0.0129992 0.0118891 0.0107169 0.00953282 0.00852121 0.00746476 0.00609604 0.00414675 0.00312783 0.00200492
internal_count=3121 2775 2627 2519 2039 1822 1740 1606 1518 1197 960 143
is_linear=0
shrinkage=0.00808683


Tree=2252
num_leaves=17
num_cat=0
split_feature=1213 1374 11 48 51 151 52 13 52 16 0 42 43 4 0 2
split_gain=0.00042286 0.000258159 0.000179399 0.000185618 0.000182097 0.000204558 0.00022672 0.000175338 0.000479747 0.000181621 0.000194459 0.00018378 0.000186177 0.00016297 0.000142656 6.23444e-05
threshold=-1.0000000180025095e-35 -0.094929999999999987 0.088215000000000002 -0.086869999999999989 0.078435000000000019 -0.0038099999999999996 0.024145000000000003 -0.084034999999999985 0.10160000000000001 -0.083539999999999989 -0.11242999999999999 -0.091214999999999977 -0.074359999999999996 0.16173500000000005 -0.084269999999999984 0.091895000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 7 -6 -7 8 14 13 -11 -12 15 -9 -5 -13
right_child=1 2 -4 4 5 6 -8 9 -10 10 11 12 -14 -15 -16 -17
leaf_value=-0.0010079664379220523 -0.00074663426395264125 -0.00047857579109172768 -0.00055306129916965247 0.00035546670696407292 0.0010668595978649798 -0.00026290850032493801 0.0007424451473961246 -0.00087455361814784164 -0.00060122405247046875 0.00066110754883953607 0.00046270092789851559 -0.00014309281389398998 -0.00057305086187326609 -8.9632164714586275e-05 0.0010256283279475294 0.00041528281110967313
leaf_weight=0.0010367184637080076 0.0010152569883010712 0.001245066319985221 0.0010784141926979398 0.0018838824562236577 0.0011038904451825537 0.0011937578227675582 0.0011295198041305216 0.0010566362013271925 0.0010442572287423096 0.0013284572757667999 0.0014557721893812946 0.001071835213467604 0.0018758948214852968 0.0019427730314974367 0.0014578066147912074 0.0010001251932075794
leaf_count=491 55 76 112 334 69 170 162 233 109 78 141 234 461 177 103 116
internal_value=0 4.45203e-05 8.49482e-05 0.000121566 0.000164156 0.000496752 0.000225869 8.3414e-05 0.000350436 -3.69316e-05 0.000109746 -2.58036e-05 -0.00020594 -0.000366145 0.000647824 0.000126432
internal_weight=0 0.0208833 0.0198681 0.0187897 0.0175446 0.00342717 0.00232328 0.0141174 0.00438595 0.00973149 0.00673208 0.00540363 0.00394786 0.00299941 0.00334169 0.00207196
internal_count=3121 2630 2575 2463 2387 401 332 1986 546 1440 1030 952 811 410 437 350
is_linear=0
shrinkage=0.00160853


Tree=2253
num_leaves=13
num_cat=0
split_feature=47 123 4 2 42 156 43 133 151 43 0 2
split_gain=5.37727e-05 9.23942e-05 9.93319e-05 0.000104787 8.06991e-05 0.000100665 0.00011109 0.000145821 0.000144424 0.000105531 0.000233188 5.78704e-05
threshold=0.13148500000000005 1.0000000180025095e-35 0.24564500000000003 0.11093500000000002 -1.0000000180025095e-35 0.083840000000000012 -0.074359999999999996 1.0000000180025095e-35 -0.0038099999999999996 0.016310000000000002 -0.084144999999999984 0.083585000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -4 -1 6 7 -6 -8 10 11 -10
right_child=-2 -3 3 -5 5 -7 8 -9 9 -11 -12 -13
leaf_value=-0.0022596126153519667 -0.0017591925126638523 0.0025590489892604357 0.0030285409343714063 -0.00026690438146866513 0.0035462974348584629 -0.0025814687442702591 0.0020691387777509573 -0.00060587217577224705 0.0010350203629750296 0.00054337172783873997 -0.0053356974423815614 -0.0017863164836508588
leaf_weight=0.001451005562227028 0.0011543828769431377 0.0010282489065789558 0.0013664536649495808 0.0013656512989010591 0.0013439595481298276 0.0010561847481474909 0.0012908861042391128 0.0010797395883393457 0.0010038797690097327 0.0017623823970079333 0.0010166896039188926 0.001055997767376065
leaf_count=761 65 255 152 150 212 335 82 315 57 208 323 206
internal_value=0 0.000126069 -5.53089e-05 0.0013813 -0.000410166 -0.000130911 0.000171682 0.00169654 -0.000431236 -0.00109826 -0.00203865 -0.00041134
internal_weight=0 0.0148211 0.0137928 0.0027321 0.0110607 0.00960972 0.00855353 0.0024237 0.00612984 0.00483895 0.00307657 0.00205988
internal_count=3121 3056 2801 302 2499 1738 1403 527 876 794 586 263
is_linear=0
shrinkage=0.00841354


Tree=2254
num_leaves=21
num_cat=0
split_feature=1213 453 1447 16 1374 43 52 50 0 43 43 16 3 15 4 16 0 3 1 4
split_gain=0.000576766 0.000375876 0.000570542 0.000439281 0.000307955 0.000283279 0.000322062 0.000391999 0.000223964 0.000218387 0.000261832 0.000295279 0.000277883 0.000432986 0.000306511 0.000294543 0.000277487 0.000266205 0.000144988 8.60615e-05
threshold=-1.0000000180025095e-35 1.0000000180025095e-35 -1.0000000180025095e-35 -0.48836499999999994 -0.094929999999999987 0.24789500000000006 0.19022000000000003 0.09524500000000001 -0.23001499999999997 0.093175000000000022 -0.04890499999999999 0.22339500000000004 -0.08824499999999999 -1.0000000180025095e-35 0.071150000000000005 0.0013750000000000001 -0.10224499999999999 0.086245000000000016 0.092390000000000014 0.40473500000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 19 -5 6 7 8 -6 10 12 16 15 14 -14 -10 17 -12 -18 -4
right_child=1 -3 3 4 5 -7 -8 -9 9 -11 11 -13 13 -15 -16 -17 18 -19 -20 -21
leaf_value=-0.0010495601742258206 -0.0010555043646136822 -0.00078688517440046767 0.00050656526405350839 -0.00078260203314193286 0.00081977581799722293 -0.00069216428176279582 -0.00068133652903614556 0.0011300133286237513 -0.00073032448532519222 0.00068552058663494809 -0.0010226333611705048 -0.00089935208294457305 -0.00053100138171990711 0.0011571305267133699 0.0006803365179800057 0.00034435507912428185 -7.4266434913356437e-05 3.4156854709894795e-05 0.0006332166906036483 0.0010794861010611076
leaf_weight=0.0012910495118435691 0.0010543024603811837 0.0013201738080144678 0.0018302552309550349 0.0010524903683601919 0.0011005900558451664 0.001071952972312439 0.0011028892022989225 0.0010524608423988909 0.0011735746335335522 0.0013441919773820024 0.0010713304705998183 0.0012305614049408359 0.0010684133149416117 0.0015597973745741294 0.0010110960112223021 0.0013800340344398698 0.0014064568670301104 0.001327065031196728 0.0014767445625296777 0.0010128922989979319
leaf_count=491 254 79 93 53 30 153 230 153 139 65 45 161 372 75 72 78 305 54 84 135
internal_value=0 3.1731e-05 7.80598e-05 0.000131718 4.69994e-05 9.45121e-05 0.000143242 0.000199371 0.000134719 8.10532e-05 1.71007e-05 -0.000203667 0.000249249 0.000529069 5.79736e-05 -0.000149541 -4.15789e-05 -0.000437897 0.000288099 0.000710673
internal_weight=0 0.0246473 0.0233271 0.0222728 0.0194296 0.0183772 0.0173052 0.0162023 0.0151499 0.0140493 0.0127051 0.00651216 0.00619292 0.00363931 0.00207951 0.00255361 0.0052816 0.0023984 0.0028832 0.00284315
internal_count=3121 2630 2551 2297 2069 2016 1863 1633 1480 1450 1385 649 736 519 444 217 488 99 389 228
is_linear=0
shrinkage=0.00157699


Tree=2255
num_leaves=18
num_cat=0
split_feature=1213 1374 457 11 48 13 52 132 39 0 52 1 15 15 0 1 2
split_gain=0.000428158 0.000225104 0.000234805 0.000254253 0.000192748 0.000193637 0.000405133 0.000303196 0.000212675 0.000220979 0.000325504 0.000548338 0.000205103 0.0001334 0.000106551 9.30652e-05 6.40655e-05
threshold=-1.0000000180025095e-35 -0.094929999999999987 0.088350000000000026 0.088215000000000002 -0.086869999999999989 -0.084034999999999985 0.10160000000000001 0.080640000000000017 0.084405000000000008 -0.10011499999999998 0.08976000000000002 0.104035 -0.11713499999999999 -0.093244999999999981 -0.055064999999999996 0.08592000000000001 0.08622500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 -3 6 13 8 9 12 11 -11 -7 -6 -12 -15 -14
right_child=1 2 -4 -5 5 7 -8 -9 -10 10 14 -13 16 15 -16 -17 -18
leaf_value=-0.00093587739159837113 -0.00063645900119499259 -0.00050925192806153003 0.00065633765273778093 -0.00070439572314358627 0.00017930255668664182 -0.00039892386241758231 -0.00035111827686551829 0.0007792575967429928 0.00043757769020711306 -0.0013429533577849111 0.00038163764522496985 8.0086801847815799e-05 0.00050145936727149165 0.00052229640191393356 -0.00029556702950197654 0.0010805340963864127 6.8734702469921028e-05
leaf_weight=0.0010590021451453635 0.0010569839649634529 0.0012064064433663915 0.0013904188877069531 0.0010031683472360156 0.0012125132899261856 0.001397730394305019 0.0013743215812839771 0.0010000049518725232 0.0015153954324605362 0.0014563674146150958 0.0010231345980643014 0.0010144813597397495 0.0015420702130763929 0.0014632277387341902 0.0010291387684642217 0.001200597367712497 0.0014813015768406768
leaf_count=491 55 61 116 109 179 74 146 176 203 647 299 89 37 234 44 91 70
internal_value=0 3.21439e-05 6.69392e-05 2.36243e-05 6.43867e-05 0.000105801 0.000342125 -2.48007e-06 -7.72191e-05 -0.00016444 -0.000395368 -0.000758681 7.18179e-05 0.000587908 4.20447e-05 0.000773897 0.000289446
internal_weight=0 0.0213673 0.0203103 0.0189199 0.0179167 0.0167103 0.00525066 0.0114596 0.0104596 0.00894422 0.00452312 0.00247085 0.0044211 0.00387634 0.00205227 0.00266383 0.00302337
internal_count=3121 2630 2575 2459 2350 2289 650 1639 1463 1260 1079 736 181 504 343 325 107
is_linear=0
shrinkage=0.00148603


Tree=2256
num_leaves=17
num_cat=0
split_feature=1213 147 484 1374 50 47 52 12 4 13 457 0 52 3 3 15
split_gain=0.000455583 0.000211571 0.000212616 0.000234283 0.000182323 0.000146698 0.00021716 0.00018923 0.000197072 0.000184105 0.000284131 0.000247604 0.000162498 0.000274318 0.000145119 6.84312e-05
threshold=-1.0000000180025095e-35 0.089025000000000007 -0.0068949999999999992 -0.08070999999999999 0.099210000000000007 0.13148500000000005 0.11434500000000002 0.097825000000000009 0.09173000000000002 -0.084034999999999985 0.045365000000000009 -0.084044999999999995 0.08976000000000002 -0.063074999999999978 0.088060000000000013 -0.099734999999999976
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 5 6 7 9 -9 11 12 -5 13 -11 15 -15
right_child=1 -3 3 4 -6 -7 -8 8 -10 10 -12 -13 -14 14 -16 -17
leaf_value=-0.000983997212164749 -0.00058918600000827561 0.00067190952472469614 -0.0006661338335556561 5.43394832570883e-05 0.00066607887832989033 -0.00048215085140646013 -0.00042229717267744122 0.000174358304734508 0.0010019245149961113 -0.00085521516056327404 0.00058741160460004443 0.00097710337271176423 0.00026504752382091896 -0.00010046062503892044 -0.00042940552357808106 0.00045687650333275524
leaf_weight=0.0010736895796731828 0.0013471523458000413 0.001111091607372861 0.0010365606999664925 0.0019494797087151322 0.0011238845708462222 0.0011702490791432032 0.0017868335323364829 0.0017276974903143736 0.0010708979796708595 0.0015507987575569156 0.0012580590760213894 0.001016405468544263 0.001374405124184408 0.0010173318808381444 0.0016437214244682252 0.0010072896173896713
leaf_count=491 474 122 54 220 198 28 243 187 63 489 103 92 102 90 82 83
internal_value=0 2.80573e-05 -7.56774e-06 3.4257e-05 7.52806e-05 3.52165e-05 7.45239e-05 0.000139722 0.000491031 4.88342e-05 -7.26989e-05 0.00037057 -0.000198649 -0.000320759 -9.48161e-05 0.000176826
internal_weight=0 0.0211919 0.0200808 0.0187336 0.0176971 0.0165732 0.0154029 0.0136161 0.0027986 0.0108175 0.00785161 0.00296589 0.00659355 0.00521914 0.00366834 0.00202462
internal_count=3121 2630 2508 2034 1980 1782 1754 1511 250 1261 949 312 846 744 255 173
is_linear=0
shrinkage=0.00151575


Tree=2257
num_leaves=18
num_cat=0
split_feature=1213 1374 453 457 484 4 160 50 0 52 13 0 403 15 0 47 2
split_gain=0.00041734 0.000221796 0.000206307 0.000209337 0.000231388 0.000274985 0.000252897 0.00025256 0.000123126 0.000357471 0.00026928 0.000294099 0.000149301 0.00026903 0.000363563 0.00014465 9.20775e-05
threshold=-1.0000000180025095e-35 -0.094929999999999987 1.0000000180025095e-35 0.088350000000000026 -1.0000000180025095e-35 0.27044500000000005 -0.091944999999999985 0.088280000000000011 0.18019500000000002 0.10160000000000001 -0.084034999999999985 -0.084044999999999995 0.08332500000000001 0.024640000000000006 -0.12333499999999999 0.09550500000000002 0.11237500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 -3 6 -6 8 9 10 11 -8 13 14 -12 -16 -7
right_child=1 2 -4 -5 5 16 7 -9 -10 -11 12 -13 -14 -15 15 -17 -18
leaf_value=-0.0010022474553661525 -0.00069742763337564114 -0.00059434561707038234 -0.00063009779779670992 0.00074488116986738337 -0.00060206195417934869 0.00032915955656106762 5.7196520315368637e-05 0.0008583040337165486 0.00055007166494321156 -0.00091560927591621409 0.00082974177814610815 0.0011080380514413876 0.00045852253811963875 -0.00079989877782684141 -0.00058346503879769121 8.5055232897339521e-05 0.0010034098603472819
leaf_weight=0.0010475538501758903 0.0010100898467468858 0.0012679150941718167 0.001018793338347145 0.0012657494838554098 0.0014318270335161561 0.0010583844523035799 0.0016210355145067912 0.0010714173217620812 0.0011214298112651741 0.0010207536952786542 0.0010568646365269867 0.0011986062974595991 0.0010966028013253692 0.0014106850192846104 0.0016905922495336857 0.0016594016222842567 0.0010379881901079763
leaf_count=491 55 466 79 113 301 120 142 163 28 99 64 64 88 242 373 69 164
internal_value=0 3.80004e-05 7.50908e-05 0.000112885 6.78011e-05 0.000118758 3.94113e-05 0.000110351 4.28723e-05 -1.00159e-05 8.4951e-05 0.000503901 -8.58998e-05 -0.000188523 7.18518e-06 -0.000252317 0.000663005
internal_weight=0 0.0210381 0.020028 0.0190093 0.0177435 0.0164756 0.0143792 0.0129474 0.011876 0.0107545 0.00973379 0.00281964 0.00691415 0.00581754 0.00440686 0.00334999 0.00209637
internal_count=3121 2630 2575 2496 2383 1917 1633 1332 1169 1141 1042 206 836 748 506 442 284
is_linear=0
shrinkage=0.00160853


Tree=2258
num_leaves=12
num_cat=0
split_feature=41 474 160 133 0 13 2 0 15 151 2
split_gain=5.47318e-05 6.63933e-05 8.13072e-05 0.000195338 0.000133577 0.000126216 0.000218698 0.000130903 0.000104194 0.000105615 0.00024396
threshold=0.078475000000000017 0.085070000000000021 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.072269999999999987 -0.073839999999999975 0.10402500000000002 -0.019414999999999998 0.035560000000000008 -0.0083949999999999979 0.090675000000000019
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -4 -1 6 -5 8 9 -7 -11
right_child=-2 -3 3 5 -6 7 -8 -9 -10 10 -12
leaf_value=-0.0037993435644891188 -0.0021979933180035008 0.002411982199848681 -0.0027643480988458085 0.0045758899864910057 0.00077455381013695826 -0.0021917983870523247 -0.00052242663857746444 0.0026558766728409147 -0.0029392765454036244 -0.0013825097651371419 0.0043226750121466715
leaf_weight=0.0012829957532441818 0.0010083989590498046 0.0011017659539153965 0.0016870981771525259 0.0018192238800903253 0.001114361745062617 0.0012547621165928122 0.0013835294079583291 0.0014279950524540026 0.0013683437242757446 0.0015605877805020315 0.0012695966688021504
leaf_count=575 148 316 661 264 150 122 140 162 319 96 168
internal_value=0 0.000126721 -5.0985e-05 0.000279415 -0.00167326 0.000788648 0.00237351 5.10048e-05 -0.000631105 0.000142068 0.00117679
internal_weight=0 0.0152703 0.0141685 0.0117711 0.00239736 0.010084 0.00320275 0.00688129 0.00545329 0.00408495 0.00283018
internal_count=3121 2973 2657 1932 725 1271 404 867 705 386 264
is_linear=0
shrinkage=0.00966451


Tree=2259
num_leaves=12
num_cat=0
split_feature=1 47 52 42 13 0 12 52 0 42 4
split_gain=5.28707e-05 0.000100871 7.80743e-05 8.18877e-05 0.000123472 0.000117702 8.42222e-05 0.000146472 8.94919e-05 7.52821e-05 6.80815e-05
threshold=0.12337000000000002 0.10621500000000002 0.11434500000000002 0.086325000000000013 -0.0034749999999999994 -0.084269999999999984 0.081420000000000006 -0.066844999999999988 -0.14226499999999997 0.097315000000000026 0.098655000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 -1 7 -6 -9 -5 -2
right_child=10 -3 -4 9 6 -7 -8 8 -10 -11 -12
leaf_value=-4.0791792759512417e-05 0.002424651436473494 -0.0024897733466377131 -0.0016495980163206375 -0.00226321697571205 -0.0013157169040294314 0.0031216162547847417 -0.0021262673966780977 0.0033578768074939949 0.00019256908645558118 0.00058398282716338296 -0.00031559123961680187
leaf_weight=0.0012710438983765948 0.0012281217947785476 0.0011573920650513056 0.0016250494735154742 0.0014175140710421729 0.0018429634516031745 0.0019512234578258182 0.0010993808616495942 0.0011378390764402724 0.0012003441287210268 0.0010625429929952395 0.0011464311533106232
leaf_count=555 98 144 413 449 143 307 406 69 65 276 196
internal_value=0 -0.000204962 4.78161e-06 0.000249568 0.000626688 0.00187418 -0.000134555 0.000389141 0.00173291 -0.00104338 0.00110167
internal_weight=0 0.0137653 0.0126079 0.0109829 0.00850279 0.00322227 0.00528053 0.00418115 0.00233818 0.00248006 0.00237455
internal_count=3121 2827 2683 2270 1545 862 683 277 134 725 294
is_linear=0
shrinkage=0.00808683


Tree=2260
num_leaves=12
num_cat=0
split_feature=484 4 12 160 15 52 12 12 52 0 4
split_gain=5.57464e-05 8.6942e-05 8.16803e-05 8.4605e-05 8.65876e-05 0.000142584 0.000220896 0.000173254 6.59195e-05 4.88318e-05 7.85999e-06
threshold=-0.0068949999999999992 0.27044500000000005 0.10711000000000002 0.099315000000000014 0.088235000000000022 0.096795000000000006 0.084100000000000022 -0.029094999999999999 -0.031059999999999997 -0.084144999999999984 0.0045450000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 6 7 -2 -9 -6 -10
right_child=1 -3 -4 -5 9 -7 -8 8 10 -11 -12
leaf_value=-0.0018525732931391169 -0.0026332995862319969 0.0017623304375120662 -0.0023694838758362307 -0.0022436805228598406 0.0029139387001450409 0.0019290798857371475 -0.0032498389715716431 0.0023651286800548672 0.00062436068746002621 0.00054024299538099738 -0.00043017146343837527
leaf_weight=0.0010856431966557332 0.0011384424889401279 0.001983782756945854 0.0010578226150221104 0.0010227488384455712 0.0011769902596956705 0.0018739459990100918 0.0017622715017957188 0.0016586885094933557 0.0010003138879423751 0.0012814199840904964 0.0010010201594221613
leaf_count=503 180 346 196 100 119 213 792 128 118 398 28
internal_value=0 0.000121933 -0.000128897 7.00097e-05 0.000287241 -0.000117729 -0.00070236 0.00023322 0.00112485 0.00167668 9.69085e-05
internal_weight=0 0.0149574 0.0129737 0.0119158 0.0108931 0.00843468 0.00656074 0.00479847 0.00366002 0.00245841 0.00200133
internal_count=3121 2618 2272 2076 1976 1459 1246 454 274 517 146
is_linear=0
shrinkage=0.00841354


Tree=2261
num_leaves=13
num_cat=0
split_feature=48 48 51 4 0 52 52 0 4 0 12 43
split_gain=5.60844e-05 9.81262e-05 8.96953e-05 9.61716e-05 9.62741e-05 8.40211e-05 0.00020172 0.000196255 0.000101499 7.23311e-05 7.41367e-05 8.53229e-05
threshold=0.12879500000000002 0.096390000000000017 0.08955500000000001 0.27834500000000006 -0.17169499999999996 -0.11592499999999999 -0.057699999999999994 -0.11756999999999999 0.15285000000000001 -0.084269999999999984 0.090020000000000017 -0.014584999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 -6 -7 -8 9 -9 11 -11
right_child=-2 -3 -4 -5 5 6 7 8 -10 10 -12 -13
leaf_value=0.0021299301562361112 -0.0017165938542710239 0.0020380756332491457 -0.0018773834825636434 0.0023444918619764392 -0.00207634386376503 0.0030179764345333749 -0.0034240990264321324 -0.0022784045846688272 0.0021207598891468515 -0.00052525701753368631 -0.0011056098705007867 0.0026403840977007468
leaf_weight=0.0010666194197168659 0.0010842085616443722 0.0014464138079653523 0.0015100432996335072 0.0010807366741933761 0.0014213916192185863 0.0011323118862577846 0.001170349994802815 0.0010200071672700284 0.001159591841265524 0.001029577156217279 0.0017936121527808331 0.0010280089966521085
leaf_count=61 90 215 310 278 407 235 109 537 69 182 476 152
internal_value=0 0.000114607 -9.28249e-05 0.000133584 -8.72191e-05 -0.000329648 -3.17235e-05 -0.00051126 5.40124e-05 -0.000437977 4.94679e-05 0.00105636
internal_weight=0 0.0148587 0.0134123 0.0119022 0.0108215 0.00975485 0.00833346 0.00720115 0.0060308 0.00487121 0.0038512 0.00205759
internal_count=3121 3031 2816 2506 2228 2167 1760 1525 1416 1347 810 334
is_linear=0
shrinkage=0.00777281


Tree=2262
num_leaves=13
num_cat=0
split_feature=1 42 3 43 43 3 13 16 0 16 51 4
split_gain=5.36639e-05 0.000126794 0.000109711 9.60981e-05 9.23386e-05 0.000132143 0.000119652 0.000109938 0.000186821 0.000119829 5.77165e-05 3.58771e-05
threshold=0.122185 0.092145000000000019 0.10299500000000002 0.15359500000000004 -0.073959999999999984 -0.078584999999999988 -0.017449999999999997 0.064860000000000015 -0.076899999999999982 -0.23935499999999996 0.081440000000000026 0.052250000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 4 5 6 -1 8 9 -6 11 -11
right_child=2 -3 -4 -5 7 -7 -8 -9 -10 10 -12 -13
leaf_value=-0.0019548180437854888 0.0029053392417673798 -0.002112638697637924 -0.00035348346295823634 0.0023318583163756783 -0.0029394673989372555 0.0032944378421062145 0.0015630898130661128 -0.002972392886225634 0.0027220673527780662 -0.0019964956883116594 0.00096749287730282687 3.0504103946664632e-05
leaf_weight=0.0010946886530912763 0.0010797757891519962 0.0018213100986129499 0.0014791268490952289 0.0010538769699331508 0.0012587086085044663 0.0010017650499759634 0.0012524224188841422 0.0010380978854716491 0.0010635975186301131 0.0010737477358599293 0.0015697418696221568 0.0010370955929374093
leaf_count=499 166 552 139 160 117 198 282 203 113 531 115 46
internal_value=0 -0.000207769 0.00102164 9.53979e-05 -0.000131453 0.000931054 -7.76565e-05 -0.000636809 -0.00023291 -0.000869217 -0.00016122 -0.00100059
internal_weight=0 0.0132651 0.0025589 0.0114437 0.0103899 0.00334888 0.00234711 0.00704099 0.00600289 0.00493929 0.00368059 0.00211084
internal_count=3121 2816 305 2264 2104 979 781 1125 922 809 692 577
is_linear=0
shrinkage=0.00777281


Tree=2263
num_leaves=16
num_cat=0
split_feature=1213 1374 457 11 48 13 52 2 13 3 16 13 403 2 2
split_gain=0.000495488 0.000237339 0.000220744 0.00027883 0.000225576 0.000204198 0.000381874 0.000145583 0.00017469 0.000178152 0.000290608 0.00033032 0.000263145 0.000157434 0.000119498
threshold=-1.0000000180025095e-35 -0.094929999999999987 0.088350000000000026 0.087830000000000005 -0.086869999999999989 -0.082014999999999991 0.10160000000000001 0.11728500000000001 -0.029529999999999997 0.10732000000000001 0.25084500000000004 0.021350000000000004 0.03138500000000001 0.091055000000000011 0.097845000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 -3 6 14 8 -7 10 11 12 13 -10 -6
right_child=1 2 -4 -5 5 7 -8 -9 9 -11 -12 -13 -14 -15 -16
leaf_value=-0.0011377865303365008 -0.0007587766509744979 -0.00062635682329300886 0.00074093112216292183 -0.00077903386819687989 0.00038529392764730802 -0.00067083939919157097 -0.00031869291434775233 0.00051968993472196686 -0.00029978726958688871 -0.00059250255571463312 0.00084323305014236203 -0.00062840428648200961 0.0009464380422549108 0.00050663102755088205 0.0009741144761062228
leaf_weight=0.0010597410723404135 0.0010034792803867978 0.0011779239416791478 0.0013041203999410505 0.0011245518946056956 0.001944562034633072 0.0011931686846029009 0.0014945651426551271 0.0013271832163392365 0.0020009992240721391 0.0011678451471865969 0.0012567393728710324 0.0018536200044706463 0.0010480530408711886 0.0010254785217144458 0.0019167295079380725
leaf_count=491 55 61 116 118 417 485 179 204 320 39 107 202 58 116 153
internal_value=0 3.52631e-05 7.54335e-05 2.86002e-05 8.07765e-05 0.000132101 0.000399569 3.52411e-07 -7.1852e-05 1.3712e-05 0.000112247 -4.27183e-05 0.000223727 -2.6544e-05 0.000677582
internal_weight=0 0.020839 0.0198355 0.0185314 0.0174069 0.0162289 0.00535586 0.0108731 0.0095459 0.00835274 0.00718489 0.00592815 0.00407453 0.00302648 0.00386129
internal_count=3121 2630 2575 2459 2341 2280 749 1531 1327 842 803 696 494 436 570
is_linear=0
shrinkage=0.00167351


Tree=2264
num_leaves=20
num_cat=0
split_feature=1213 124 147 159 50 48 40 2 51 4 3 12 4 0 52 150 43 4 12
split_gain=0.00046172 0.000247064 0.000215887 0.000318849 0.000222838 0.000377532 0.000329688 0.000221691 0.000236502 0.000206779 0.000238918 0.000237586 0.000173029 0.000327393 0.000359111 0.000156309 0.000169985 0.00012066 9.47539e-05
threshold=-1.0000000180025095e-35 0.10281000000000001 0.089025000000000007 -0.032739999999999991 0.09524500000000001 0.12737000000000001 -0.082239999999999994 0.088225000000000012 -0.076794999999999988 0.27834500000000006 0.10299500000000002 0.092355000000000007 -0.083854999999999985 -0.10151999999999999 -0.020999999999999994 0.08882000000000001 -0.095049999999999982 0.053180000000000012 0.088485000000000022
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 6 -5 12 -9 10 11 15 -8 17 -15 16 -10 -14 -18
right_child=1 -3 -4 4 -6 -7 7 8 9 -11 -12 -13 13 14 -16 -17 18 -19 -20
leaf_value=-0.00096239566247030659 -0.00078855512465951657 0.00077371419830829871 0.00062996004107983359 -0.0008345380803114462 0.00070160378664239898 -0.00091019945162722975 0.00035172407428144838 -0.0004652230568604673 -0.00019882515650864444 0.00093962207613457053 0.00071820228647935373 -0.00060774842340356044 -0.00032299498015949453 -0.00012987157958473989 -0.0014137919463724975 -0.00032665184607803913 0.00031986450688231775 0.00032454125326912244 0.00089081887925564749
leaf_weight=0.0011756492312903896 0.0012792952502964248 0.0010230028162121199 0.0012135889395258328 0.0010043934393719747 0.0010484605362386925 0.0010980665241326895 0.0012989887876191566 0.0010683168118032693 0.0010083278862045211 0.0010774004092755519 0.0017583596429986414 0.0010247040993327794 0.0011666659031321913 0.0010820451841645484 0.0010037898664460526 0.0010309489076736067 0.0018314145754021582 0.0016759523821412436 0.0011194824438813811
leaf_count=491 402 39 121 111 198 50 164 221 48 116 58 215 52 199 308 41 159 52 76
internal_value=0 3.11541e-05 -3.70753e-06 -4.10806e-05 8.47239e-06 -3.13504e-05 2.49172e-05 7.838e-05 0.000221924 0.000304867 0.000216887 7.03349e-05 -0.000150255 -0.000282561 -0.000747747 0.000209576 0.000349205 5.87798e-05 0.000536468
internal_weight=0 0.0228132 0.0217902 0.0205766 0.0192973 0.0182489 0.0171508 0.0161464 0.00991895 0.00885064 0.00777324 0.00601488 0.00622744 0.00492845 0.00208584 0.00499017 0.00395922 0.00284262 0.0029509
internal_count=3121 2630 2591 2470 2068 1870 1820 1709 934 713 597 539 775 611 507 324 283 104 235
is_linear=0
shrinkage=0.00154607


Tree=2265
num_leaves=12
num_cat=0
split_feature=42 43 16 13 474 160 52 49 151 133 16
split_gain=5.53358e-05 0.000104785 0.000101336 0.000109591 0.000112129 0.000261779 0.000113652 0.000149522 0.000152028 0.000155553 0.000178363
threshold=-0.11051499999999999 -0.17390999999999998 0.22339500000000004 -0.23438999999999996 0.084660000000000027 -1.0000000180025095e-35 0.10024500000000001 -0.081404999999999991 -0.0083949999999999979 -1.0000000180025095e-35 -0.073404999999999984
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 5 -5 7 -7 -9 -10 -11
right_child=1 2 -4 4 -6 6 -8 8 9 10 -12
leaf_value=-0.0017432791308814094 0.0020648588849922081 0.0025195831761548968 -0.0017916939754066671 -0.0032031719012596688 0.0024069396603205685 0.0024671305356676445 0.002745745225416641 -0.0031678073258747997 -0.0023724288331260037 0.0027272718687357134 -0.0011770787760516466
leaf_weight=0.0010809942480251291 0.0015508747695109357 0.0011265425761485684 0.001931584394664611 0.0016691839716864616 0.0010211158631302864 0.0011592612690575774 0.0010071386682391215 0.0011937109615591272 0.0011987095064033876 0.0016709853068477471 0.0013136557614885956
leaf_count=181 138 151 386 598 243 105 185 160 495 322 157
internal_value=0 0.000114674 -0.00011287 0.000172579 -8.57816e-05 -0.000362071 0.000266595 -0.000115401 -0.000672178 3.99445e-05 0.00100882
internal_weight=0 0.0148428 0.0132919 0.0113603 0.0102338 0.00921265 0.00754346 0.00653632 0.00537706 0.00418335 0.00298464
internal_count=3121 2940 2802 2416 2265 2022 1424 1239 1134 974 479
is_linear=0
shrinkage=0.00792826


Tree=2266
num_leaves=16
num_cat=0
split_feature=1213 147 52 1374 11 475 130 43 16 0 1 16 16 15 4
split_gain=0.000416969 0.000158229 0.000211886 0.000172221 0.000172229 0.000155225 0.000178479 0.000171537 0.000273689 0.000213336 0.00014845 0.000205455 0.000290878 0.000133972 0.000183752
threshold=-1.0000000180025095e-35 0.089025000000000007 0.19022000000000003 -0.035729999999999991 0.08776500000000001 -1.0000000180025095e-35 -0.0015749999999999998 -0.063379999999999978 0.22339500000000004 -0.076899999999999982 0.085110000000000005 -0.4714549999999999 -0.087874999999999981 -0.08730499999999998 -0.083644999999999983
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 -5 -7 13 9 10 -9 -12 -13 -8 -15
right_child=1 -3 -4 4 -6 6 7 8 -10 -11 11 12 -14 14 -16
leaf_value=-0.0010554630005059963 -0.00060420009318878053 0.00068176873503723108 -0.00061041518613774194 -0.00040326613537749339 -0.00055961107442574877 -0.00039021316563007778 0.0010247066428590171 -0.00048940752443153062 -0.0005777709595488718 0.00076405581907562289 -0.00043813691609417734 0.0010289459774979089 -1.6219999464879616e-06 0.0008104228907238021 2.0808849520527534e-05
leaf_weight=0.0010210525773681747 0.0010367687625492108 0.0010239807162604605 0.0014410614314040301 0.0013272755674610366 0.0010410868776450357 0.0013199922366281371 0.0011069921666957746 0.0010298254095668629 0.0013449935743685276 0.0016899932298101768 0.0010058392190148702 0.0013211492749110043 0.001828800388779861 0.0014279842286410438 0.001955938808824084
leaf_count=491 62 122 338 360 116 197 298 263 93 212 59 71 94 103 242
internal_value=0 4.10679e-05 6.31441e-06 5.72844e-05 9.91022e-05 0.000143753 0.000195497 0.000256318 0.000112629 0.000247683 7.93976e-05 0.00022035 0.000430618 0.000519341 0.000354019
internal_weight=0 0.0199017 0.0188777 0.0174366 0.0163999 0.0153588 0.0140315 0.0127115 0.0082206 0.00687561 0.00518561 0.00415579 0.00314995 0.00449092 0.00338392
internal_count=3121 2630 2508 2170 2108 1992 1632 1435 792 699 487 224 165 643 345
is_linear=0
shrinkage=0.00167351


Tree=2267
num_leaves=17
num_cat=0
split_feature=1213 147 11 1374 52 475 48 16 130 43 16 13 0 16 4 151
split_gain=0.000422303 0.000213516 0.000294487 0.000230208 0.000207941 0.000186337 0.000164266 0.000176074 0.000149791 0.00018536 0.000235996 0.000312215 0.000174584 0.000222793 0.00017116 0.000141734
threshold=-1.0000000180025095e-35 0.089025000000000007 0.087830000000000005 -0.08070999999999999 0.19022000000000003 -1.0000000180025095e-35 0.081805000000000017 -0.25582999999999995 -1.0000000180025095e-35 -0.15582499999999996 0.22339500000000004 -0.084034999999999985 -0.076899999999999982 -0.059624999999999991 -0.077679999999999985 -0.016164999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 -5 8 -8 -7 -10 11 14 13 -13 -11 -9
right_child=1 -3 -4 4 -6 6 7 15 9 10 -12 12 -14 -15 -16 -17
leaf_value=-0.0010595134543561666 -0.00074830781847472769 0.00074439890210877934 -0.00083653582642295775 -0.00044604657064204676 -0.00052918147388944146 -0.00048522103269366546 -5.2757174361320687e-05 0.0010430798929577443 0.0006321295915083017 0.0011924123499578733 -0.00053663246889066284 -0.00090853911027367245 0.00043700882611296023 0.00012366691321706529 0.00025943987957158287 0.00032605514596509522
leaf_weight=0.0010835431485834148 0.001013967359455136 0.0011618790954710792 0.0011774365160945868 0.00143426957064421 0.0014636450457376068 0.0012052432960835318 0.0013313717277465206 0.0016107178091557817 0.0018878360443299593 0.0010482432256396779 0.0016492624642238524 0.001188020104822946 0.001111811594776661 0.0012507645333845541 0.0012636507246702551 0.0016023971874724466
leaf_count=491 54 122 118 365 333 177 65 167 86 67 164 237 191 93 190 201
internal_value=0 3.27886e-05 -8.06419e-06 4.31116e-05 8.75768e-05 0.000142011 0.000197686 0.000469214 8.13277e-05 0.000153972 3.38029e-05 0.00019428 -0.000123589 -0.000379158 0.000682462 0.000685496
internal_weight=0 0.0214005 0.0202386 0.0190612 0.0180472 0.0165836 0.0151493 0.00454449 0.0106048 0.00939959 0.00751175 0.00586249 0.0035506 0.00243878 0.00231189 0.00321311
internal_count=3121 2630 2508 2390 2336 2003 1638 433 1205 1028 942 778 521 330 257 368
is_linear=0
shrinkage=0.00170698


Tree=2268
num_leaves=10
num_cat=0
split_feature=13 1 39 15 16 15 16 52 52
split_gain=5.09525e-05 0.000123314 0.000116679 9.48848e-05 0.000110421 0.000164366 6.40532e-05 0.000142488 0.000140282
threshold=-0.094514999999999988 0.08844500000000001 0.085220000000000004 0.088655000000000025 -0.18708499999999997 1.0000000180025095e-35 -0.056919999999999991 -0.046924999999999988 -0.0027449999999999996
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -2 6 8 -8 -6
right_child=2 -3 -4 -5 5 -7 7 -9 -10
leaf_value=-0.00073661307288242612 -0.0023539103104260068 0.0026622101054621008 0.0022101556227556835 -0.00257725001914959 -0.001245861430778396 0.0033936612459476143 0.00063571691851550653 -0.0029956214634660129 0.0032566444870433453
leaf_weight=0.0018637040259605392 0.0017290523766521773 0.0018212563740502945 0.0014117254030099639 0.0017991488133152654 0.001299922831090412 0.001203937082803491 0.0019266051643544689 0.0018068545775045699 0.001104399991249509
leaf_count=185 172 208 283 610 113 449 544 346 211
internal_value=0 0.000943223 -0.000302221 -0.000628514 -0.000241991 0.000255389 -0.000360189 -0.00112171 0.000822317
internal_weight=0 0.00368496 0.0122816 0.0108699 0.00907077 0.00734172 0.00613778 0.00373346 0.00240432
internal_count=3121 393 2728 2445 1835 1663 1214 890 324
is_linear=0
shrinkage=0.00928922


Tree=2269
num_leaves=11
num_cat=0
split_feature=11 13 1 39 15 16 15 52 0 51
split_gain=5.20139e-05 7.17691e-05 0.000193515 0.000109934 7.71348e-05 0.000171163 0.000114413 0.000120847 0.000130386 0.000138456
threshold=0.081790000000000015 -0.094514999999999988 0.08844500000000001 0.085220000000000004 0.088655000000000025 -0.18708499999999997 1.0000000180025095e-35 0.096795000000000006 -0.10151999999999999 0.086685000000000012
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 -3 7 8 9 -7
right_child=-2 3 -4 -5 -6 6 -8 -9 -10 -11
leaf_value=-0.00054033005874115473 -0.0017361936583828595 -0.0026303878706642882 0.0036362929169183314 0.0020745482444151954 -0.0020799516273938123 0.0018187957809371021 0.0028387367784222409 0.0024831146355565577 -0.0025285377654787958 -0.0020037234274900796
leaf_weight=0.0018482766671480523 0.0011489022533355256 0.0015946027435536246 0.0013653796320344108 0.0013429072062754637 0.0017754788469151088 0.0018359116493469347 0.0011600198080540134 0.0010693400905540038 0.0016731614226004332 0.0010569179280537355
leaf_count=173 175 157 177 277 601 88 442 175 820 36
internal_value=0 0.000122527 0.00123418 -0.000187898 -0.000486779 -0.000149633 0.000432503 -6.28145e-05 -0.000659063 0.000422208
internal_weight=0 0.014722 0.00321366 0.0115083 0.0101654 0.00838995 0.00679535 0.00563533 0.00456599 0.00289283
internal_count=3121 2946 350 2596 2319 1718 1561 1119 944 124
is_linear=0
shrinkage=0.00841354


Tree=2270
num_leaves=17
num_cat=0
split_feature=1213 147 52 42 15 43 40 133 52 12 12 1 2 16 0 48
split_gain=0.000419052 0.000224118 0.0002271 0.000253763 0.000262784 0.000307309 0.000512149 0.000344135 0.000259672 0.000291013 0.000254667 0.000302538 0.000341875 0.000233121 0.00022073 0.000179288
threshold=-1.0000000180025095e-35 0.089025000000000007 0.19022000000000003 -0.11466499999999999 0.088235000000000022 0.18116500000000002 -0.013874999999999998 0.090310000000000015 0.077655000000000016 0.084100000000000022 0.10345000000000001 0.11103500000000001 0.10276500000000001 -0.083134999999999987 -0.10151999999999999 0.085325000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 6 -5 8 10 -10 11 12 14 -6 15 -8
right_child=1 -3 -4 4 13 -7 7 -9 9 -11 -12 -13 -14 -15 -16 -17
leaf_value=-0.001039085242280852 -0.00071538033194944075 0.00076798104031761117 -0.00060082619670876608 0.00096807405908384944 0.00093264199615378251 -0.00085935139672602774 0.00037447019385170266 -0.00093242015446997858 0.0012016160075989685 -4.3771953710719093e-05 0.00069876683348531286 -0.00074114602736908436 0.00074805582077191676 -1.8661443940896942e-05 -0.00071880067931407029 -0.00046491296346730089
leaf_weight=0.0010547007427669222 0.0011331243060272575 0.0011263262513884478 0.0016164456218926556 0.0015961372816870054 0.0018053007248504116 0.0010577333530470421 0.0018805762340425858 0.0011009532119250704 0.0010496105378403628 0.0010523314377186566 0.0010514849537703883 0.0019974453201312969 0.0013613428371463121 0.0012016459161495246 0.0015581213165798621 0.0011475410361185823
leaf_count=491 113 122 338 238 110 97 55 251 70 105 46 163 149 247 492 34
internal_value=0 4.10709e-05 1.34527e-06 5.25936e-05 0.000101317 9.98222e-06 7.66359e-05 -3.99975e-05 4.85298e-05 0.000578116 -7.52026e-05 -0.000177634 1.16173e-05 0.000552479 -0.000206981 5.6376e-05
internal_weight=0 0.0217361 0.0206098 0.0189933 0.0178602 0.0148533 0.0137955 0.0121994 0.0110985 0.00210194 0.00899651 0.00794503 0.00594758 0.00300695 0.00458624 0.00302812
internal_count=3121 2630 2508 2170 2057 1700 1603 1365 1114 175 939 893 730 357 581 89
is_linear=0
shrinkage=0.00167351


Tree=2271
num_leaves=16
num_cat=0
split_feature=1213 147 484 48 4 15 48 150 12 133 42 133 0 0 12
split_gain=0.000379436 0.000153756 0.000203615 0.0002137 0.000241111 0.000220123 0.000274717 0.000462783 0.00015798 0.000221419 0.000220114 0.000249669 0.000167975 0.000164164 0.000174874
threshold=-1.0000000180025095e-35 0.089025000000000007 -0.0068949999999999992 0.12737000000000001 0.40473500000000007 -0.14147499999999996 0.094535000000000022 0.092010000000000022 0.086700000000000013 -0.087414999999999979 0.088200000000000014 0.092845000000000011 -0.12333499999999999 -0.084044999999999995 -0.010834999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 -4 7 8 12 -10 11 -11 -7 -14 -15
right_child=1 -3 3 -5 -6 6 -8 -9 9 10 -12 -13 13 14 -16
leaf_value=-0.001031089258196387 -0.00062734342940160036 0.00066643595559619131 -0.00074166913242302841 -0.00068798387058766855 0.0007008553236231694 0.00035155193380506634 0.00093829705742622203 -0.0010382362404358304 0.0010251732640905345 -0.00051190706152116081 0.00063184857678246864 0.00046895179330180744 -0.00071939045319485771 0.00045128273491570902 -0.00037051517283026505
leaf_weight=0.0010201617424731154 0.0013964703740999415 0.0010664682330747332 0.001013126618642275 0.0010801472181518603 0.0017215365464766505 0.0019117202700153491 0.0010138431554300728 0.0011115649964004029 0.0010440780451340574 0.0018636152143784194 0.0018237583484983985 0.0012724332543716521 0.0014764878633371364 0.0012937986366787779 0.0018100098222575446
leaf_count=491 474 122 118 69 228 118 106 129 159 279 346 102 153 78 149
internal_value=0 3.50469e-05 1.09489e-06 4.86969e-05 9.45441e-05 2.77821e-05 8.10982e-05 1.72314e-05 0.00011112 0.000310701 0.000160299 -0.000113929 -7.34547e-05 -0.000250844 -2.7955e-05
internal_weight=0 0.0208991 0.0198326 0.0184361 0.017356 0.0156344 0.0146213 0.0136075 0.0124959 0.00600388 0.00495981 0.00313605 0.00649202 0.0045803 0.00310381
internal_count=3121 2630 2508 2034 1965 1737 1619 1513 1384 886 727 381 498 380 227
is_linear=0
shrinkage=0.00170698


Tree=2272
num_leaves=12
num_cat=0
split_feature=47 4 1 15 47 52 2 3 15 4 15
split_gain=5.80712e-05 9.77019e-05 0.000149394 0.000107456 0.000153021 0.000162983 0.000103498 0.000100697 7.83589e-05 0.00012248 0.000283309
threshold=0.13148500000000005 0.24564500000000003 0.111945 -0.10324499999999999 0.085270000000000026 0.11434500000000002 0.088225000000000012 -0.08824499999999999 0.088655000000000025 -0.49405499999999997 -0.0072999999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 -1 5 6 7 -5 9 -8 -11
right_child=-2 2 -4 4 -6 -7 8 -9 -10 10 -12
leaf_value=-0.0026884134172759453 -0.0018489762062374562 -0.00020236114957869798 0.0036400394347153981 -0.0033555794972488446 0.0027928233170351571 -0.0033751453509472287 -0.0012330494592619388 -4.4108581375136399e-05 -0.001027734906977654 -0.00050047859112677291 0.0044758764029836518
leaf_weight=0.0011207592310386186 0.0011320607382367944 0.0016039049082297867 0.0012942953615645608 0.001015742536865144 0.0012693532774855224 0.0010921556853971679 0.0010288259253878884 0.0018054090569745826 0.001351352006270734 0.0015506876464380873 0.0016950566172332093
leaf_count=213 65 147 264 286 170 324 92 747 247 427 139
internal_value=0 0.000127996 0.0015136 -0.000208633 4.84994e-05 -0.000316679 7.87627e-05 -0.00123639 0.000738253 0.00129655 0.00209837
internal_weight=0 0.0148275 0.0028982 0.0119293 0.0108086 0.00953923 0.00844707 0.00282115 0.00562592 0.00427457 0.00324574
internal_count=3121 3056 411 2645 2432 2262 1938 1033 905 658 566
is_linear=0
shrinkage=0.00841354


Tree=2273
num_leaves=17
num_cat=0
split_feature=1213 1374 457 484 1 51 47 15 51 47 4 133 43 52 13 4
split_gain=0.000487244 0.00028138 0.00019502 0.000202106 0.000156879 0.000163141 0.000170629 0.000284747 0.000263871 0.000257333 0.000222882 0.000207056 0.000189865 0.000175976 0.000487942 0.000106086
threshold=-1.0000000180025095e-35 -0.094929999999999987 0.088350000000000026 -0.0068949999999999992 0.13146500000000003 -0.076794999999999988 0.087235000000000021 -0.094549999999999981 0.082455000000000014 0.09550500000000002 0.25615500000000008 -0.083244999999999986 -0.15582499999999996 0.10160000000000001 -0.084034999999999985 0.26790000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 5 -5 7 15 11 -8 -11 -9 -13 14 -14 -7
right_child=1 2 -4 4 -6 6 9 8 -10 10 -12 12 13 -15 -16 -17
leaf_value=-0.0010203164376933935 -0.00073488889926870079 -0.0005485800749740785 0.00062219250718950701 -0.00040188592813837295 0.00047491822024536785 0.0010249119586336819 -0.00084405608925449316 0.00068401310300975451 -0.0006791897340979856 0.00057627916761860266 -0.00039916655980202137 0.00048002713751028311 0.00070841615602123794 -0.00060967136782809014 -0.00044195026994175442 0.00033685502595163667
leaf_weight=0.0010600115430777065 0.0010446637948247064 0.0012855080637211328 0.0013784307118124136 0.0018331257975942377 0.0019892195961414344 0.0010192504428600509 0.0010479035884436447 0.0013542959199948894 0.0010066650110825415 0.0010402764506030893 0.0011150138473099425 0.0016110755443998767 0.0014882441941206298 0.0012520625212764924 0.001966489629485299 0.0010402840923791901
leaf_count=491 55 463 116 343 202 117 51 149 185 101 42 78 85 175 370 98
internal_value=0 3.23945e-05 7.16328e-05 3.17939e-05 7.37934e-05 2.32107e-05 7.91052e-05 0.000170689 5.04513e-05 -0.000227921 7.16439e-05 0.000146188 3.08995e-05 -0.000122831 5.36092e-05 0.00067737
internal_weight=0 0.0214725 0.0204278 0.0190494 0.0177639 0.0157747 0.0139416 0.0107384 0.00867883 0.00320319 0.00215529 0.00767217 0.00631787 0.0047068 0.00345473 0.00205953
internal_count=3121 2630 2575 2459 1996 1794 1451 1257 1042 194 143 857 708 630 455 215
is_linear=0
shrinkage=0.00151575


Tree=2274
num_leaves=13
num_cat=0
split_feature=484 4 12 0 3 133 12 160 160 3 16 13
split_gain=5.67451e-05 7.64069e-05 5.4863e-05 8.14691e-05 7.54257e-05 0.000109126 0.000123046 0.000138214 0.000167697 7.77533e-05 0.000105068 1.35162e-05
threshold=-0.0068949999999999992 0.27044500000000005 0.10711000000000002 0.041630000000000007 -0.08824499999999999 0.048520000000000008 -0.029094999999999999 -0.030779999999999998 0.086870000000000017 0.090900000000000009 -0.088159999999999988 0.073000000000000023
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 6 -6 -8 9 10 -9 -5
right_child=1 -3 -4 11 5 -7 7 8 -10 -11 -12 -13
leaf_value=-0.0016703359754589515 -0.0017790475051873012 0.001478364047417754 -0.0017451940449368444 0.0020087400264974147 -0.0027150694261326605 0.0019137142476489811 -0.0023474809315935348 0.002156667181779866 -0.0020971964032232716 0.0031042720823623872 -0.00077778428231345528 0.00079289316289146022
leaf_weight=0.0010723141420472251 0.0015024034249942935 0.0019729370781030034 0.0010405412668217434 0.0010224262434619944 0.0010427082214415941 0.001435090199537109 0.001074696410501415 0.0013595150213815453 0.0010006891830900248 0.0010207393886529914 0.0013646450915949255 0.0010189021244617624
leaf_count=503 424 346 196 94 115 510 223 190 60 60 310 90
internal_value=0 0.000109236 -0.000100447 4.40771e-05 -0.000238735 4.01455e-05 -0.000351628 7.1784e-05 0.000619656 0.00134564 0.000686678 0.00140187
internal_weight=0 0.0148553 0.0128824 0.0118418 0.00980049 0.00829808 0.00686299 0.00582029 0.00474559 0.0037449 0.00272416 0.00204133
internal_count=3121 2618 2272 2076 1892 1468 958 843 620 560 500 184
is_linear=0
shrinkage=0.00747098


Tree=2275
num_leaves=12
num_cat=0
split_feature=48 457 151 15 16 2 0 4 13 1 0
split_gain=5.24076e-05 0.00010682 8.66681e-05 0.000136189 0.000119502 9.31571e-05 0.000124245 0.000146275 0.000120051 8.98086e-05 7.3661e-05
threshold=0.12879500000000002 0.088350000000000026 -0.086769999999999986 0.095175000000000023 -0.51370499999999997 0.11293500000000002 -0.084269999999999984 -0.49405499999999997 -0.084034999999999985 0.092390000000000014 -0.053834999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 -4 6 9 -8 -9 -6 -10
right_child=-2 -3 3 -5 5 -7 7 8 10 -11 -12
leaf_value=0.0023434619434184421 -0.0021034996979720382 0.002725089806489112 0.0030418995894377142 -0.0037537295021660365 -0.003920658305346188 0.0017381268134778419 -0.0030589199234695766 0.0035650377469073737 0.0015217288709983715 -0.00074500169775869719 -0.0015386389952287991
leaf_weight=0.0012087981949214241 0.0010454436554909732 0.0013518094760669669 0.0010501251133267662 0.0010180292650384818 0.0015729568325772887 0.0016246900919462117 0.0010571853709242553 0.0011866241687129775 0.0014069653076929367 0.0017652551716772803 0.0015371857455621059
leaf_count=191 90 150 86 351 819 297 130 122 618 132 135
internal_value=0 0.00013557 -0.000125123 -0.000369334 -6.17349e-05 -0.000382811 -0.000786963 0.000148876 0.000969844 -0.00224136 -7.61354e-05
internal_weight=0 0.0147796 0.0134278 0.012219 0.011201 0.0101509 0.00852617 0.00518796 0.00413078 0.00333821 0.00294415
internal_count=3121 3031 2881 2690 2339 2253 1956 1005 875 951 753
is_linear=0
shrinkage=0.00966451


Tree=2276
num_leaves=19
num_cat=0
split_feature=1213 456 124 4 0 14 0 403 16 42 42 12 16 1 151 150 2 43
split_gain=0.000490953 0.00028741 0.000251761 0.000206738 0.000281113 0.000216266 0.000213888 0.000304057 0.000248114 0.000238538 0.000388185 0.000206911 0.000454474 0.000192474 0.000201306 0.000140504 9.78519e-05 4.93109e-05
threshold=-1.0000000180025095e-35 0.087015000000000023 0.10281000000000001 -0.49405499999999997 1.0000000180025095e-35 -0.10708499999999999 -0.10607499999999999 0.03138500000000001 -0.007794999999999999 0.088200000000000014 0.092145000000000019 0.084100000000000022 -0.056919999999999991 0.091615000000000016 -0.0033899999999999994 0.083095000000000016 0.090790000000000023 0.055925000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 -5 8 9 13 11 -11 12 -8 15 -15 -7 -16 -6
right_child=1 -3 -4 4 17 6 7 -9 -10 10 -12 -13 -14 14 16 -17 -18 -19
leaf_value=-0.0010972028718489301 -0.00054181516818160695 -0.00082945899411080261 0.00089790422455060211 -0.00056898525754800835 0.00038769550706010031 -0.00062148792832285456 0.00050922378800863626 0.00058067792519783754 0.0010444749068280331 0.00081072597405539069 -0.00054068354754430268 -0.0011376253980385958 -0.00092052752104144868 -0.00018930081985662933 0.00032035068275107834 0.00020258573568791776 0.0010047565074213691 0.00087702709763742696
leaf_weight=0.001121652237256728 0.0015783117187129136 0.0010193288402187061 0.0010047755033768249 0.0016208290137111883 0.0011393186087864755 0.0011813723544827903 0.001126027318499534 0.00140919031839222 0.0010371980808552232 0.0011818751689965101 0.001199377802478618 0.0011518064124838284 0.0013928377445790018 0.0010851151712616414 0.0011063060264671076 0.0011372470467496537 0.0012417364604545011 0.001168068883673698
leaf_count=491 152 177 38 108 139 125 71 127 65 194 373 632 141 80 41 36 92 39
internal_value=0 3.81305e-05 8.07268e-05 3.91671e-05 8.96102e-05 1.02594e-05 7.61436e-05 -0.000119431 0.000291081 -0.000282452 0.000130055 -0.000550055 -0.000281375 0.000155225 0.000406808 -0.000217293 0.000682291 0.00063541
internal_weight=0 0.0217807 0.0207614 0.0197566 0.0181783 0.0158709 0.0142501 0.00746111 0.00678898 0.00605192 0.00238125 0.00367067 0.00251887 0.00575178 0.00343316 0.00231862 0.00234804 0.00230739
internal_count=3121 2630 2453 2415 2263 2085 1977 1538 439 1411 567 844 212 374 213 161 133 178
is_linear=0
shrinkage=0.00167351


Tree=2277
num_leaves=17
num_cat=0
split_feature=1213 147 11 0 403 52 16 1 13 15 2 2 52 4 3 48
split_gain=0.000376172 0.000198743 0.000198293 0.000215894 0.000326144 0.000200486 0.000300592 0.000289442 0.00028589 0.00028598 0.0002216 0.000308026 0.000215663 0.000241887 0.000119413 0.00013459
threshold=-1.0000000180025095e-35 0.089025000000000007 0.087830000000000005 0.18019500000000002 0.03138500000000001 0.15915500000000002 0.26676500000000009 0.12958500000000003 -0.073839999999999975 0.035560000000000008 0.11215000000000001 0.093680000000000013 0.08257500000000001 0.066685000000000008 -0.00083499999999999991 0.085130000000000025
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 6 8 -8 12 10 11 14 13 -2 -10 -16
right_child=1 -3 -4 -5 -6 -7 7 -9 9 -11 -12 -13 -14 -15 15 -17
leaf_value=-0.0010283860801703851 -0.00024355100379766981 0.00073586660471597527 -0.00069474231190260307 0.00076886120154849493 0.00066719410931211911 -0.00067852798503081869 -0.0012076776415214927 5.2030822680849118e-05 -0.00045709096571440146 -0.00076209141350967171 -0.00057995652268095208 0.00094756877106733886 0.0011014954091666698 0.00067924393775854112 0.00050701863220574438 -0.00029666100832447613
leaf_weight=0.0010147164071122308 0.001666052763317041 0.0011183769983905125 0.001140481353752997 0.0011091432480015975 0.0018694644434756524 0.0015085937698581095 0.0011315142820623675 0.0010022017732524979 0.0012766868218149355 0.0015908172687347892 0.0013039949164837944 0.0012418082194364417 0.0010538494799507969 0.0016447767413380028 0.0015083110918948763 0.0010162490808411917
leaf_count=491 507 122 118 24 191 330 253 22 155 387 106 117 99 123 39 37
internal_value=0 3.55372e-05 -3.49958e-06 3.81603e-05 -7.33409e-06 -8.64196e-05 -2.45441e-05 -0.000615995 7.80354e-05 -0.000114919 4.72876e-05 0.000209476 0.000428954 0.000214881 -3.16479e-05 0.000183501
internal_weight=0 0.0211823 0.0200639 0.0189235 0.0178143 0.0159449 0.0144363 0.00213372 0.0123025 0.00793787 0.00634705 0.00504306 0.00436468 0.00331083 0.00380125 0.00252456
internal_count=3121 2630 2508 2390 2366 2175 1845 275 1570 841 454 348 729 630 231 76
is_linear=0
shrinkage=0.00170698


Tree=2278
num_leaves=14
num_cat=0
split_feature=11 3 1 3 15 43 160 15 15 0 0 150 12
split_gain=5.3599e-05 9.22549e-05 0.000133048 8.0121e-05 0.000254973 0.000102486 0.000168789 0.000153361 0.000102957 0.00014052 0.000303385 0.000101026 1.21382e-06
threshold=0.081790000000000015 -0.10519499999999998 0.077845000000000011 -0.078934999999999991 0.088235000000000022 -0.067199999999999996 -0.088854999999999976 -0.053579999999999996 -0.10469999999999999 -0.10011499999999998 -0.13843999999999998 0.095950000000000021 0.088845000000000021
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 -3 7 -7 -5 -8 10 11 -10 -11
right_child=-2 3 -4 5 -6 6 8 -9 9 12 -12 -13 -14
leaf_value=-6.8646537016946611e-05 -0.0017856828570276819 -0.0046346839378053626 0.0039492031574343512 0.0040502625178033876 0.0012785414548799423 0.0028995746600616167 -0.0027803262359505521 -0.00042753920119934879 -0.0028138657932594989 -0.0018244291416795416 0.0043858513820826551 0.00091974731916368024 -0.0022461883703005663
leaf_weight=0.0014314309400408317 0.0011637347965294245 0.0010760037711863646 0.0010538762097243512 0.0010986947179296687 0.0010721471923186947 0.0010402517146694702 0.0015202718773219825 0.0011559685288022002 0.0011417583951162102 0.0010013836432711835 0.0011559755331644909 0.0010022854294207129 0.0010088521104737909
leaf_count=117 175 1006 126 307 323 131 195 159 82 138 47 57 258
internal_value=0 0.000127298 0.00163509 -0.000178019 -0.00168338 0.000141349 -0.000320751 0.00175449 -0.000811189 -0.000247445 0.000842126 -0.0010685 -0.00203609
internal_weight=0 0.0147589 0.00248531 0.0122736 0.00214815 0.0101254 0.00787078 0.00225466 0.00683053 0.00531026 0.00330002 0.00214404 0.00201024
internal_count=3121 2946 243 2703 1329 1374 908 466 777 582 186 139 396
is_linear=0
shrinkage=0.00858181


Tree=2279
num_leaves=17
num_cat=0
split_feature=1213 147 484 48 4 11 160 39 48 150 133 52 13 15 0 0
split_gain=0.000412136 0.000219167 0.000258459 0.00020149 0.000194996 0.000320064 0.000201393 0.000217497 0.000224989 0.000368584 0.000224137 0.000258021 0.000191751 0.000264227 0.000167091 0.000154519
threshold=-1.0000000180025095e-35 0.089025000000000007 -0.0068949999999999992 0.12737000000000001 0.40473500000000007 1.0000000180025095e-35 -0.091944999999999985 0.097050000000000011 0.095425000000000024 0.092010000000000022 0.10722500000000001 0.10024500000000001 -0.010384999999999998 0.035560000000000008 -0.10607499999999999 -0.059114999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 6 -4 8 9 10 11 12 13 -8 -14 -16
right_child=1 -3 3 -5 -6 -7 7 -9 -10 -11 -12 -13 14 -15 15 -17
leaf_value=-0.0009799439208623929 -0.00064930473164545252 0.00068419104804496255 -0.00051187928529027667 -0.00061612083069811745 0.00057995929613540353 -0.00080730979745438853 3.5497172820555483e-05 -0.00048157252911517414 0.00087787061479769159 -0.00076177953831334309 -0.00042510054572467924 0.00085731395820359867 0.00033276756719544191 0.00090381293026761363 -0.0006330228161075727 0.00011300377241500208
leaf_weight=0.0010142617687213416 0.0014012789771150154 0.0011534113909929733 0.0012504873014773871 0.0010599362372150081 0.001674342598014157 0.0010321691700536642 0.0017119143346807936 0.0012420108654396253 0.0010609965094263716 0.0010029059270810778 0.0011518882496840419 0.0016277036842886625 0.0018168056672012156 0.0016403302576990519 0.0013849241701818643 0.0012742216857861786
leaf_count=491 474 122 288 69 228 138 276 56 93 116 218 65 65 131 215 76
internal_value=0 2.85873e-05 -8.60451e-06 3.88212e-05 7.76668e-05 2.57409e-05 8.24435e-05 0.000135858 0.000196375 0.0001341 0.0002188 0.000297238 0.000180782 0.000460384 -2.86247e-05 -0.000275538
internal_weight=0 0.0214853 0.0203319 0.0189306 0.0178707 0.0161964 0.0151642 0.0139137 0.0126717 0.0116107 0.0106078 0.0094559 0.0078282 0.00335224 0.00447595 0.00265915
internal_count=3121 2630 2508 2034 1965 1737 1599 1311 1255 1162 1046 828 763 407 356 291
is_linear=0
shrinkage=0.00154607


Tree=2280
num_leaves=11
num_cat=0
split_feature=484 42 47 4 47 15 49 4 4 13
split_gain=5.0812e-05 6.8189e-05 7.73581e-05 0.000115207 0.000125571 0.000122027 0.000113622 9.03207e-05 0.000119916 9.95713e-05
threshold=-0.0068949999999999992 0.10256000000000001 0.10980000000000002 0.40473500000000007 0.087235000000000021 -0.090344999999999995 -0.056454999999999991 -0.059649999999999988 -0.083854999999999985 -0.07743499999999999
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 -2 -7 8 9 -8
right_child=1 -3 -4 -5 -6 6 7 -9 -10 -11
leaf_value=-0.0017497940513507759 0.0022906055132686999 -0.0017040893355951365 0.0019996405795159539 0.002478462373855368 -0.0023194089069094792 -0.0020392664735469951 0.0024615418357059565 0.0017608994559509244 -0.0028129781934952643 -0.00076981407568097902
leaf_weight=0.0010677132538569533 0.0015290227903419816 0.0012827456452066096 0.0015823542810538835 0.0012036664850256793 0.0016323012047653193 0.0018528486154913027 0.0010555356346017256 0.0019345038726775272 0.0010414294272453814 0.0016838299849299249
leaf_count=503 267 311 119 206 147 209 58 456 440 405
internal_value=0 0.000113418 0.000285916 5.86737e-05 -0.000212786 0.000165205 -0.000264199 0.000311262 -0.000430467 0.000475296
internal_weight=0 0.0147982 0.0135155 0.0119331 0.0107295 0.00909717 0.00756815 0.0057153 0.0037808 0.00273937
internal_count=3121 2618 2307 2188 1982 1835 1568 1359 903 463
is_linear=0
shrinkage=0.00824856


Tree=2281
num_leaves=12
num_cat=0
split_feature=42 43 16 0 4 0 15 49 16 151 16
split_gain=5.72149e-05 0.000113862 9.49141e-05 9.84143e-05 6.73991e-05 5.91494e-05 0.000154144 0.00015495 0.00010305 8.56189e-05 0.000102739
threshold=-0.11051499999999999 -0.17390999999999998 0.22339500000000004 -0.061629999999999997 -0.27825499999999997 -0.083914999999999976 -0.0088349999999999974 -0.043469999999999995 -0.088394999999999987 -1.0000000180025095e-35 -0.15241499999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 5 -5 6 7 -3 -8 -9 -11
right_child=1 2 -4 4 -6 -7 8 9 -10 10 -12
leaf_value=-0.0019192553209984961 0.0023152400190726541 0.0012937454826065073 -0.001887257838053689 0.00020864562199656542 0.0032663844171378804 -0.001894152172902208 0.00011438799636568618 -0.003876241624539842 0.0036846399149451114 0.0010366063117918677 -0.0024655389773458034
leaf_weight=0.0010783382149709289 0.0015670098820040864 0.001820538598459048 0.0019349517630717896 0.0010010072518014113 0.0011304431054168897 0.001325494912446188 0.0012011451585447475 0.0010261797635868972 0.0011806297145427374 0.0010966866615736014 0.0014101720878807876
leaf_count=181 138 204 386 91 204 813 204 172 250 168 310
internal_value=0 0.000128762 -0.00013224 0.000171172 0.00183036 -0.00021913 6.78939e-05 -0.000740142 0.00188414 -0.00178818 -0.00093344
internal_weight=0 0.0146943 0.0131272 0.0111923 0.00213145 0.00906085 0.00773535 0.00535358 0.00238177 0.00353304 0.00250686
internal_count=3121 2940 2802 2416 295 2121 1308 854 454 650 478
is_linear=0
shrinkage=0.00858181


Tree=2282
num_leaves=18
num_cat=0
split_feature=1213 124 147 159 11 51 160 457 4 42 47 2 3 42 4 12 3
split_gain=0.000389587 0.00019447 0.000214342 0.000290379 0.000158337 0.000197676 0.000184108 0.000263035 0.000193185 0.000214886 0.000262251 0.000222095 0.000397114 0.000212283 0.000171797 0.000378833 0.000163278
threshold=-1.0000000180025095e-35 0.093335000000000015 0.089025000000000007 -0.032739999999999991 0.087830000000000005 -0.076794999999999988 -0.027994999999999996 -0.0029299999999999994 -0.49013999999999996 0.08623500000000002 0.09550500000000002 0.11215000000000001 0.096675000000000011 0.092145000000000019 -0.0016099999999999997 0.084655000000000022 0.076840000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 16 -7 -8 -9 10 11 12 14 -11 15 -10 -5
right_child=1 -3 -4 4 -6 6 7 8 9 13 -12 -13 -14 -15 -16 -17 -18
leaf_value=-0.00094530439699540552 -0.0007780032510239914 0.00069185521432183123 0.00066697084184925493 6.2447279692806005e-05 -0.00058652167995619856 0.00065529909815287496 -0.00066017214591760894 -0.00045550395455009831 0.00079820472748811137 0.00099325445389211752 0.00064805275183768595 -0.00069573318960458607 0.00084523388440656939 0.0001116245219671857 -0.00056034927760926676 -0.00046000613950634587 -0.00077741404160515078
leaf_weight=0.0010267694665365553 0.0012004047755713272 0.0010105982428559998 0.0010765537256905424 0.0010422827560863544 0.001007200285863429 0.001351864774809774 0.0011203854533972388 0.0012279868363300724 0.0010241319276614287 0.0013790004204298906 0.0014833590935792451 0.0011291043996828759 0.0011880193018053847 0.001239717081619636 0.0016226498271568043 0.0012956484224263091 0.0011794213643341322
leaf_count=491 399 54 121 311 108 275 115 40 96 124 75 81 35 253 154 307 82
internal_value=0 3.0508e-05 -3.64805e-06 -4.26914e-05 8.35733e-06 4.51528e-05 0.000112863 5.51679e-05 0.000124321 0.000193038 6.35554e-05 -7.4956e-05 6.1664e-05 0.000575885 -0.000174458 9.54662e-05 -0.000383404
internal_weight=0 0.0205783 0.0195677 0.0184912 0.0172908 0.0162836 0.0140619 0.01271 0.0115896 0.0103616 0.00774291 0.00625955 0.00513045 0.00261872 0.00394243 0.00231978 0.0022217
internal_count=3121 2630 2576 2455 2056 1948 1555 1280 1165 1125 748 673 592 377 557 403 393
is_linear=0
shrinkage=0.00154607


Tree=2283
num_leaves=17
num_cat=0
split_feature=1213 124 147 159 50 48 51 160 42 42 52 0 0 4 2 3
split_gain=0.000413374 0.000203529 0.000213747 0.000285088 0.000188253 0.000154163 0.000153729 0.000294381 0.000205756 0.000214156 0.000176037 0.00015013 0.000195812 0.000176113 0.000192748 0.000130356
threshold=-1.0000000180025095e-35 0.10195500000000002 0.089025000000000007 -0.032739999999999991 0.088280000000000011 0.12474000000000002 -0.076794999999999988 -0.027994999999999996 0.088060000000000013 0.092145000000000019 0.093665000000000012 -0.019414999999999998 -0.10011499999999998 0.19806500000000002 0.089885000000000007 0.076840000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 6 15 -8 10 -10 11 12 13 14 -9 -5
right_child=1 -3 -4 4 -6 -7 7 8 9 -11 -12 -13 -14 -15 -16 -17
leaf_value=-0.0010758435431986622 -0.00085498986561573817 0.00078811030202630085 0.00073826355499666859 2.7312029045192775e-06 0.00064248268508309528 -0.0006719058732416579 0.00083814195600226133 -0.0001931066226187718 0.00095302174887656739 1.6786771517700436e-05 -0.00071629645098325015 0.00052319165921161195 -0.00077090118774974104 -0.00045349952645850358 0.00067933496900845591 -0.00080851134264523937
leaf_weight=0.0010156964353193595 0.0011772539361681452 0.0010070345498347224 0.0010823057770375016 0.0011692838950266545 0.001282284623841507 0.0010426590338843402 0.0013386862570176202 0.0014374331724500396 0.0011465546721167452 0.0018778762536148476 0.0013353013249949308 0.0011521370529274282 0.0011821737414483367 0.0015652018849871413 0.0015161107818587594 0.0011396843704765125
leaf_count=491 402 42 121 323 286 54 230 50 80 204 91 87 400 87 96 77
internal_value=0 3.98454e-05 1.09346e-06 -4.23558e-05 1.33122e-05 -3.74185e-05 7.09929e-06 8.15643e-05 -8.76288e-06 0.000371711 -0.000149294 -3.88148e-05 -0.000152394 9.41653e-06 0.000254734 -0.00039769
internal_weight=0 0.020452 0.0194449 0.0183626 0.0171854 0.0159031 0.0148604 0.0125515 0.0112128 0.00302443 0.00818836 0.00685306 0.00570092 0.00451875 0.00295354 0.00230897
internal_count=3121 2630 2588 2467 2065 1779 1725 1325 1095 284 811 720 633 233 146 400
is_linear=0
shrinkage=0.00170698


Tree=2284
num_leaves=17
num_cat=0
split_feature=1213 147 52 1374 11 51 15 160 457 52 130 3 2 15 43 0
split_gain=0.000423529 0.000181845 0.000218952 0.000174819 0.000189907 0.000147477 0.000252469 0.00014379 0.000160345 0.000193976 0.000175209 0.00019416 0.000160541 0.000208058 0.000111848 0.000117692
threshold=-1.0000000180025095e-35 0.089025000000000007 0.19022000000000003 -0.035729999999999991 0.08776500000000001 -0.076794999999999988 -0.016799999999999995 -0.072884999999999991 0.080930000000000016 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.074939999999999993 0.10613000000000002 -0.043924999999999992 -0.14792499999999997 -0.083804999999999977
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 6 -5 -7 9 -9 -11 14 13 -13 -12 -16
right_child=1 -3 -4 4 -6 7 -8 8 -10 10 11 12 -14 -15 15 -17
leaf_value=-0.0010698945735644722 -0.00061941581527555833 0.00072543178032150914 -0.00062636343731414833 -0.00069792906822692359 -0.00060265575566922339 0.00076804938420141713 0.0004014370605124563 -0.00044270351309381257 0.00068084359912123709 -0.00042513161215184905 0.0010063053167945434 -0.00013516906531773883 -0.00034438319949688833 0.00089266673045689904 0.00071437734384466583 -5.9002078697682216e-05
leaf_weight=0.0010257245394521544 0.0010318063260257295 0.0010081487586715418 0.0014605349505629464 0.0014087653204433552 0.0010346961577381011 0.0011743673887587977 0.0010005357685756661 0.0016631887332990052 0.0014172178900265222 0.0011503024072758742 0.0011208229224450852 0.0012212890422330673 0.0017870811288645365 0.0010058048451303571 0.0011948068579063767 0.0010228571219911275
leaf_count=491 62 122 338 254 116 231 147 409 113 150 44 110 127 68 130 209
internal_value=0 3.31041e-05 -4.23228e-06 4.84931e-05 9.10288e-05 0.000138352 -0.000241384 0.000210065 0.000153495 7.99791e-05 0.000182216 0.000277234 2.92282e-05 0.000329024 0.000575435 0.00035767
internal_weight=0 0.0197022 0.0186941 0.0172335 0.0162017 0.015167 0.0024093 0.0127577 0.0115834 0.0101662 0.00850296 0.00735266 0.00401418 0.00222709 0.00333849 0.00221766
internal_count=3121 2630 2508 2170 2108 1992 401 1591 1360 1247 838 688 305 178 383 339
is_linear=0
shrinkage=0.00167351


Tree=2285
num_leaves=13
num_cat=0
split_feature=41 2 52 52 4 0 47 157 52 49 1 13
split_gain=5.54266e-05 6.87525e-05 8.23059e-05 0.000159009 0.000101124 0.000171568 0.000147261 0.000103542 9.97134e-05 0.000152702 0.000105787 7.89795e-05
threshold=1.0000000180025095e-35 -1.0000000180025095e-35 0.19022000000000003 0.11008000000000001 -0.46376499999999993 -0.019414999999999998 1.0000000180025095e-35 -0.077384999999999995 -0.016329999999999997 -0.047584999999999995 0.077565000000000009 -0.013304999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 6 7 -6 9 -9 -10 -8
right_child=-2 2 -4 -5 5 -7 11 8 10 -11 -12 -13
leaf_value=0.0018622945926687828 -0.001559934334167329 -0.0023995252316941881 -0.0019970179316623716 0.0027451178137003346 0.0023566964583582972 0.0028130217836012323 -0.00051490278797813502 0.00035507992058247311 -0.00064275793499246831 -0.0032983137449500328 0.002004161514272804 -0.0034314431342416804
leaf_weight=0.0011560778613845463 0.0011945582658781087 0.0010035702927422294 0.0010975858289205146 0.0011811658160968764 0.0011060012013813627 0.0011437412864296103 0.0010131893847186851 0.00147030119975472 0.001642398931465801 0.0011288286154279891 0.0017309986154907678 0.0010608775237107987
leaf_count=175 173 144 331 157 238 76 178 136 708 368 335 102
internal_value=0 0.000113312 -3.55947e-05 0.000136893 -0.000135742 8.49062e-05 -0.000256009 0.000256959 -0.000131874 -0.00123163 0.000715461 -0.0020067
internal_weight=0 0.0147347 0.0135787 0.0124811 0.0112999 0.0102963 0.0091526 0.00707853 0.00597253 0.00259913 0.0033734 0.00207407
internal_count=3121 2948 2773 2442 2285 2141 2065 1785 1547 504 1043 280
is_linear=0
shrinkage=0.00747098


Tree=2286
num_leaves=12
num_cat=0
split_feature=1 15 16 16 0 2 49 2 16 52 43
split_gain=5.43935e-05 0.000116646 9.77728e-05 0.000111215 8.55595e-05 0.000131073 9.34846e-05 7.97457e-05 0.00015293 0.000110082 5.56398e-05
threshold=0.104035 -0.016799999999999995 -0.061854999999999993 -0.27167499999999994 0.15398500000000004 0.092875000000000013 -0.047584999999999995 0.088225000000000012 -0.091114999999999988 -1.0000000180025095e-35 -0.0030899999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 3 -2 5 7 -7 9 -9 -1 -11
right_child=1 -3 -4 -5 -6 6 -8 8 -10 10 -12
leaf_value=-0.0027366373269559021 -0.00058735905845752709 0.0024091140812097932 -0.0015313875693619258 0.0028052994505584909 0.0015378001477510549 -0.0003078795868559537 -0.0033880677711880941 0.0033994187706986052 -0.00081339844692921977 0.0015434699342666647 -0.00098113881735613796
leaf_weight=0.0012073570517110912 0.0014246713436336161 0.0016693554802227886 0.0018273654336728147 0.0011355278119478396 0.001308691496857973 0.0010722328714442009 0.0016148680141210969 0.0010735762993864667 0.0011860831144278744 0.0011429815986877491 0.0011405895278935848
leaf_count=438 233 154 197 107 50 82 650 97 302 537 274
internal_value=0 0.000589733 -0.000102495 0.00091739 -0.000386106 -0.000684505 -0.00215898 4.47954e-06 0.00118813 -0.000761693 0.000282488
internal_weight=0 0.00605692 0.00438756 0.0025602 0.00974638 0.00843769 0.0026871 0.00575059 0.00225966 0.00349093 0.00228357
internal_count=3121 691 537 340 2430 2380 732 1648 399 1249 811
is_linear=0
shrinkage=0.00808683


Tree=2287
num_leaves=12
num_cat=0
split_feature=484 4 150 457 43 43 43 0 0 16 16
split_gain=5.06728e-05 7.53286e-05 6.46578e-05 7.55012e-05 9.74362e-05 0.000185917 0.000116471 0.000127176 0.000126633 8.11908e-05 8.01042e-05
threshold=-0.0068949999999999992 0.27044500000000005 0.102565 0.045365000000000009 -0.074359999999999996 -0.092909999999999979 0.016310000000000002 -0.036484999999999997 -0.07403499999999999 0.18438500000000005 -0.088394999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 9 8 -8 10 -2 -6
right_child=1 -3 -4 -5 6 -7 7 -9 -10 -11 -12
leaf_value=-0.0018345515702817049 -0.0016744434288755038 0.001694594535200119 -0.0021668671953362379 0.0021499046996500608 -0.0026423479899917428 0.00345465077044294 -0.0014078200613021304 0.0024935170951658997 -0.0042415395564907223 0.0014368346169109992 0.00025927690421505333
leaf_weight=0.0010480541668646632 0.0015759939949026823 0.0019385412899079442 0.0010447089588267811 0.0011494650309552554 0.0011039927103159031 0.0013688968250222134 0.0011595880907835296 0.0013111933751890348 0.0010654487413165777 0.0010158930216312978 0.0019181041999836376
leaf_count=503 259 346 143 149 217 349 339 36 268 71 441
internal_value=0 0.000118783 -0.000121499 6.16266e-05 -0.000166568 0.000896241 -0.000808432 0.00066254 -0.00169758 -0.000454975 -0.000800707
internal_weight=0 0.0146518 0.0127133 0.0116686 0.0105191 0.00396078 0.00655833 0.00247078 0.00408755 0.00259189 0.0030221
internal_count=3121 2618 2272 2129 1980 679 1301 375 926 330 658
is_linear=0
shrinkage=0.00858181


Tree=2288
num_leaves=17
num_cat=0
split_feature=1213 147 11 133 160 457 4 52 12 42 4 1 4 0 133 52
split_gain=0.000338389 0.000267675 0.000214059 0.000201897 0.000269849 0.000286557 0.000249197 0.000242389 0.000230196 0.000193169 0.000352687 0.000170223 0.000138024 0.000105134 0.000273443 3.43263e-05
threshold=-1.0000000180025095e-35 0.089025000000000007 0.087830000000000005 -0.083244999999999986 -1.0000000180025095e-35 -0.0029299999999999994 0.24564500000000003 -0.013374999999999998 0.088305000000000008 0.088200000000000014 0.08184000000000001 0.10538500000000002 -0.033174999999999989 -0.10151999999999999 0.083950000000000011 -0.061194999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 8 7 -6 9 -5 -2 10 11 13 -11 15 -15 -7
right_child=1 -3 -4 4 5 6 -8 -9 -10 12 -12 -13 -14 14 -16 -17
leaf_value=-0.00089012989095126147 -7.9850283454466878e-05 0.00076230077537631777 -0.0006763659137696981 2.9601772101118107e-05 -0.00068778976010448907 3.9729881196374331e-05 0.000743411484575186 -0.00079378520596385001 0.00091800051608349656 1.3144663722737788e-05 -0.00080382311646434528 0.00066173625869885293 0.00075502797016382018 -0.00065337466608892639 0.00023355840328110236 0.0004344115966225117
leaf_weight=0.0010007161230995007 0.0010142119443821767 0.0011292307622388633 0.0010939469386095349 0.0015771146886069346 0.0010869725822303953 0.0010116155182999798 0.0014438584869507299 0.001865415094363128 0.0012141944119378259 0.00105186280650333 0.0012804083032751379 0.001026623148941419 0.0013936251755163331 0.0016109245702197262 0.0017159290710742989 0.0010989195680366467
leaf_count=491 155 122 118 279 120 47 149 498 196 231 46 94 112 260 174 29
internal_value=0 3.04762e-05 -1.19345e-05 2.75862e-05 -3.25608e-05 7.13609e-05 0.00014229 -0.00041657 0.00046385 5.71145e-05 -6.25045e-05 8.43379e-05 0.000435926 -2.46797e-05 -0.000195911 0.000245234
internal_weight=0 0.0206149 0.0194856 0.0183917 0.0161633 0.0127207 0.0116338 0.00344253 0.00222841 0.0101899 0.00774442 0.00646401 0.00244549 0.00543739 0.00332685 0.00211054
internal_count=3121 2630 2508 2390 2039 1262 1142 777 351 993 650 604 343 510 434 76
is_linear=0
shrinkage=0.00154607


Tree=2289
num_leaves=12
num_cat=0
split_feature=42 43 131 42 133 1 16 2 160 3 16
split_gain=5.19163e-05 9.61346e-05 8.58824e-05 7.18705e-05 0.000128874 6.58493e-05 0.0001188 0.000114496 9.54216e-05 6.61329e-05 6.71761e-05
threshold=-0.11051499999999999 -0.17390999999999998 0.08844500000000001 0.092145000000000019 0.089755000000000015 0.094385000000000011 -0.27167499999999994 0.11215000000000001 0.083670000000000008 0.084940000000000015 -0.083539999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 5 8 -7 -8 9 10 -3
right_child=1 2 -4 -5 -6 6 7 -9 -10 -11 -12
leaf_value=-0.0020212845673297569 0.0023642269718604845 0.00096757717805972382 -0.0025820518139218077 -0.0021389531522892974 0.0030659900039151362 -0.0013484579329915616 0.0038413242749045094 0.00011666952077815212 -0.003316983773373112 0.0019643513418074882 -0.002051621583655325
leaf_weight=0.0010763045039536489 0.0015521834559055732 0.0010906070274699811 0.0011676774763253262 0.0011514276419609002 0.0013702837717332042 0.0015502609428496225 0.0014122607379694063 0.0015586771047764736 0.0010651453332513258 0.0010135363225600713 0.001681850355996693
leaf_count=181 138 354 431 486 192 156 234 138 162 79 570
internal_value=0 0.000134945 -0.000129971 0.000110758 0.000351889 -4.49261e-05 0.000777745 0.00188722 -0.000811645 -0.000106797 -0.000863953
internal_weight=0 0.0146139 0.0130617 0.011894 0.0107426 0.00937234 0.0045212 0.00297094 0.00485114 0.00378599 0.00277246
internal_count=3121 2940 2802 2371 1885 1693 528 372 1165 1003 924
is_linear=0
shrinkage=0.00947501


Tree=2290
num_leaves=18
num_cat=0
split_feature=1213 13 13 1374 457 484 3 11 39 13 48 13 1 13 16 43 1
split_gain=0.000345003 0.000297979 0.000324165 0.000212034 0.000228867 0.000304404 0.000217851 0.000237774 0.000251224 0.000221958 0.000222251 0.000202502 0.000195632 0.000129374 0.000156485 0.000101075 0.000192242
threshold=-1.0000000180025095e-35 -0.53104499999999988 -0.39067499999999994 -0.094929999999999987 0.092360000000000012 -0.0068949999999999992 0.095270000000000007 0.087830000000000005 0.085060000000000011 -0.094514999999999988 0.082620000000000013 -0.063184999999999977 0.111945 -0.012549999999999997 -0.083539999999999989 -0.16318499999999997 0.092390000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 -4 5 -5 7 8 9 -7 11 -11 -8 -13 -15 -16 -17
right_child=1 2 3 4 -6 6 12 -9 -10 10 -12 13 -14 14 15 16 -18
leaf_value=-0.0009301638634439792 -0.00085662772368735635 0.0008693648796307804 -0.00073281649452200696 -0.00083878130007937804 0.00078991297435840118 0.0007317968810744192 -0.00079672133395383769 -0.00060952093693894549 0.00096363731030770026 -0.00062628415049941345 0.00059395459882624244 0.00060082308818195664 5.9979743345995092e-05 -0.00049171382207876277 0.00059054270711872176 -0.00047814029678320608 0.00049503571639754687
leaf_weight=0.0011145993309365628 0.0010229102012524428 0.001325134541164944 0.0010099981943265659 0.0011139313649909935 0.001113927655687518 0.0015541954315884616 0.0013998299213868739 0.0010315325920924332 0.0011720968974260173 0.0015022666580803371 0.0016956358467979937 0.0010299055530545251 0.0015995236365444476 0.0015467608572815855 0.0010222217841275878 0.0012683976562584999 0.0010302391109697356
leaf_count=491 35 109 53 457 79 95 74 107 259 457 178 188 60 168 55 196 60
internal_value=0 2.47991e-05 6.89625e-05 1.34038e-05 5.50886e-05 6.84417e-06 6.62646e-05 0.000161033 0.00022827 0.000147335 4.74646e-05 -7.77616e-05 -0.000339852 6.19626e-05 -5.20511e-05 0.000152731 -4.1967e-05
internal_weight=0 0.0214385 0.0204156 0.0190905 0.0180805 0.0169665 0.0158526 0.0128533 0.0118217 0.0106496 0.00909543 0.00739979 0.00299935 0.00589752 0.00486762 0.00332086 0.00229864
internal_count=3121 2630 2595 2486 2433 2354 1897 1763 1656 1397 1302 1124 134 667 479 311 256
is_linear=0
shrinkage=0.00167351


Tree=2291
num_leaves=11
num_cat=0
split_feature=1 52 0 4 1 47 4 2 15 4
split_gain=5.67469e-05 9.57538e-05 0.000117519 0.000199867 0.000152422 0.000169648 0.00015168 0.000201122 0.000144051 6.9752e-05
threshold=0.12337000000000002 0.11434500000000002 -0.060129999999999996 -0.49405499999999997 0.077565000000000009 0.096300000000000011 0.053180000000000012 0.088850000000000012 0.088235000000000022 0.098655000000000007
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -4 8 6 7 -6 -1 -2
right_child=9 -3 3 -5 5 -7 -8 -9 -10 -11
leaf_value=-0.0048034605831924638 0.0026619135269744633 -0.0021841968943393285 -0.0014226629635354789 0.0031010575605567377 -0.002424050824904443 -0.0027256785957893792 0.0028437152300017565 0.0017183589177046489 -0.00035117798443695582 -0.00031750434254000811
leaf_weight=0.0010147380232572358 0.0012019716413945165 0.0016182632732751239 0.0011248541737738371 0.0019950275664359805 0.0016158689447662994 0.0012041259811072513 0.0018276323398109806 0.0018531544356993335 0.0011324740503693143 0.0011160042552757934
leaf_count=987 98 438 140 235 391 126 110 150 250 196
internal_value=0 -0.000226915 4.22416e-05 0.00147006 -0.000472863 0.000181923 0.000842928 -0.000211173 -0.00245526 0.00122745
internal_weight=0 0.0133861 0.0117679 0.00311988 0.00864799 0.00650078 0.00529666 0.00346902 0.00214721 0.00231798
internal_count=3121 2827 2389 375 2014 777 651 541 1237 294
is_linear=0
shrinkage=0.00858181


Tree=2292
num_leaves=12
num_cat=0
split_feature=48 48 51 1 47 0 51 15 2 3 0
split_gain=5.86199e-05 0.000102527 9.7748e-05 0.000105279 0.000123055 0.000138253 0.000101569 0.000107543 5.61422e-05 0.000117412 4.55267e-05
threshold=0.12879500000000002 0.096390000000000017 0.08955500000000001 0.12500000000000003 0.077555000000000013 -0.22491999999999998 -0.076794999999999988 -0.03241999999999999 0.10097500000000002 -0.08824499999999999 -0.083914999999999976
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 -1 -7 -8 9 -9 -11
right_child=-2 -3 -4 -5 -6 6 7 8 -10 10 -12
leaf_value=0.0031576980210419122 -0.0019909780459112353 0.0022759315005715509 -0.0022250698701263634 0.0024118030344408895 -0.0023596277410268627 -0.0024907786557526283 0.0028103860275913517 -0.0016192508986237978 -0.0013866611185244769 0.0028524238005723048 0.00040707237743950621
leaf_weight=0.0010589623518146903 0.0010288165254304102 0.0014720041235383322 0.0014365379289076807 0.0013385309882892856 0.0015686272333521453 0.0011591368767673122 0.0010301916818686776 0.0013024176302702151 0.0019368113489443561 0.0011127898317233719 0.0011302008151385296
leaf_count=63 90 215 310 197 207 396 387 336 155 331 434
internal_value=0 0.000128709 -0.000113044 0.000147662 -0.000146598 0.000251022 -0.000150209 0.000266386 -0.00021167 0.000430213 0.00162026
internal_weight=0 0.0145462 0.0130742 0.0116377 0.0102991 0.00873051 0.00767155 0.00651241 0.00548222 0.00354541 0.00224299
internal_count=3121 3031 2816 2506 2309 2102 2039 1643 1256 1101 765
is_linear=0
shrinkage=0.00858181


Tree=2293
num_leaves=11
num_cat=0
split_feature=42 43 16 0 3 3 52 2 4 15
split_gain=5.23353e-05 9.92322e-05 8.54948e-05 8.21056e-05 0.000106236 6.95763e-05 0.00013003 0.000174489 0.000194071 0.000141697
threshold=-0.11051499999999999 -0.17390999999999998 0.22339500000000004 -0.076899999999999982 -0.042499999999999989 -0.087909999999999988 0.0031350000000000002 0.11215000000000001 0.0061450000000000003 -0.095869999999999983
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 5 -5 -3 7 8 -7 -10
right_child=1 2 -4 4 -6 6 -8 -9 9 -11
leaf_value=-0.0019612262215282978 0.0023125578310025717 -0.0023751440820667991 -0.0019220379657571777 0.00015477731237677125 0.0038363795574869594 -0.0020306682402730777 0.0023847960649726243 -0.003447112872414271 -7.6699379767521567e-05 0.0043058766502504855
leaf_weight=0.0010625327225672722 0.0015467607817423188 0.0011326122957993215 0.0018825863265136871 0.0017372990208694913 0.0010387456017398921 0.0017144032458314478 0.0015522729542868929 0.0013481275131017531 0.0013160250390624566 0.0011435617228816412
leaf_count=181 138 318 386 404 201 560 611 131 107 84
internal_value=0 0.000133135 -0.000128885 0.000178477 0.00153237 -0.000279481 5.60359e-05 -0.000598581 0.000321446 0.00196094
internal_weight=0 0.0144124 0.0128656 0.010983 0.00277604 0.008207 0.00707439 0.00552212 0.00417399 0.00245959
internal_count=3121 2940 2802 2416 605 1811 1493 882 751 191
is_linear=0
shrinkage=0.00910708


Tree=2294
num_leaves=17
num_cat=0
split_feature=1213 124 4 403 42 160 474 3 457 43 4 4 0 3 2 1
split_gain=0.000481889 0.000181924 0.000220646 0.000311223 0.000309531 0.000218569 0.000329982 0.000337121 0.000242351 0.000173296 0.000249631 0.000283203 0.00028231 0.000223697 0.000202302 0.000146365
threshold=-1.0000000180025095e-35 0.08919500000000001 -0.49405499999999997 0.03138500000000001 -1.0000000180025095e-35 -1.0000000180025095e-35 0.084660000000000027 0.084940000000000015 -0.0029299999999999994 -0.074359999999999996 0.24564500000000003 0.033845000000000007 -0.10324499999999999 -0.07793499999999999 0.090425000000000019 0.091345000000000023
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 -4 6 7 -6 -7 13 11 14 -13 -10 -11 -16
right_child=1 -3 3 -5 5 8 -8 -9 9 10 -12 12 -14 -15 15 -17
leaf_value=-0.0010384258592126055 -0.00056633259897712095 0.00066798506390800666 -0.00068106230232239321 0.00062816708038570428 -0.0012747520580474725 -0.00052549347500526855 0.00041079585194012211 -7.9718980065563059e-05 0.00022396541674462027 -0.00032760260935158527 0.00062308951293680789 -0.0010768463883346882 5.3825191845460945e-05 0.0011420978343961081 0.00088213334040168319 0.00010974996010914694
leaf_weight=0.0010495451878016543 0.0015059738507980916 0.0010327960575796649 0.0015385815933052936 0.0019787860860636169 0.0010490640606214486 0.0011323419443892433 0.0010660174834384029 0.0012210117823157063 0.0017259786856848678 0.0011029500692150834 0.0016995439801681944 0.0010343464707318617 0.001077947868282747 0.001002884921234978 0.0011121989383841568 0.0012405811298710212
leaf_count=491 151 60 497 198 458 125 176 56 194 163 143 30 39 152 98 90
internal_value=0 3.56431e-05 2.13155e-06 4.97392e-05 -2.17819e-05 4.83436e-05 -0.000298768 -0.000631976 0.000152398 0.000229186 0.000104449 -5.38574e-05 -0.000499841 0.000561388 0.000218747 0.000474869
internal_weight=0 0.020521 0.0194882 0.0179822 0.0160034 0.0144649 0.00333609 0.00227008 0.0111288 0.00999643 0.00726757 0.00556802 0.00211229 0.00272886 0.00345573 0.00235278
internal_count=3121 2630 2570 2419 2221 1724 690 514 1034 909 563 420 69 346 351 188
is_linear=0
shrinkage=0.00154607


Tree=2295
num_leaves=12
num_cat=0
split_feature=48 2 40 16 457 52 12 403 12 0 0
split_gain=4.71838e-05 9.36598e-05 0.00015876 0.000157305 0.000150212 0.000181427 8.24734e-05 8.69981e-05 0.000137994 9.18943e-05 4.59917e-05
threshold=0.12879500000000002 0.11293500000000002 -1.0000000180025095e-35 0.41553500000000004 0.080930000000000016 0.10611000000000001 0.097825000000000009 0.08332500000000001 0.084100000000000022 -0.10224499999999999 -0.094299999999999981
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 6 7 8 9 -4 -3
right_child=-2 10 3 -5 -6 -7 -8 -9 -10 -11 -12
leaf_value=-0.0031258063063702248 -0.0018350108533443485 0.002613919387695565 -0.0013229418771493983 0.003351780709400524 0.0023437214449416838 -0.0040118267672009551 0.0020488655984840184 0.0017313125011360331 -0.0029129311402485386 0.0017761589763574644 0.00024647544220586374
leaf_weight=0.0012779949935677352 0.0010148839717588629 0.0015080503907002347 0.0015791405804768122 0.001052487625620665 0.0014849259452369154 0.0010872093669762189 0.0010862875081011861 0.0010315529014529069 0.0018928129609366478 0.0013684051569561534 0.001078341567021507
leaf_count=226 90 154 92 134 160 418 210 174 945 222 296
internal_value=0 0.00011757 -0.000211549 0.000140381 -0.000214272 -0.000686396 -0.000166802 -0.000576695 -0.00106857 0.000115823 0.00162686
internal_weight=0 0.0144472 0.0118608 0.0105828 0.00953033 0.00804541 0.0069582 0.00587191 0.00484036 0.00294755 0.00258639
internal_count=3121 3031 2581 2355 2221 2061 1643 1433 1259 314 450
is_linear=0
shrinkage=0.00875344


Tree=2296
num_leaves=12
num_cat=0
split_feature=14 2 15 49 40 3 2 42 49 16 0
split_gain=4.99135e-05 7.30846e-05 0.000127614 0.000133996 0.000123344 0.000183324 0.000162935 0.000114463 0.000132279 0.000109053 7.70171e-05
threshold=-0.10708499999999999 0.10912000000000001 -0.074054999999999996 -1.0000000180025095e-35 -1.0000000180025095e-35 0.10542000000000001 0.092875000000000013 -0.088669999999999985 -0.0090649999999999984 -0.091354999999999978 -0.083914999999999976
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 4 -3 -4 -2 6 7 -6 -9 -10 -11
right_child=1 2 3 -5 5 -7 -8 8 9 10 -12
leaf_value=-0.0016546824026234268 -0.0028232197738527953 0.0036126184857447762 -0.0019774565284700891 0.0021917844487292612 0.0028405470336561947 0.0032808233313514038 -0.0028622849734793033 0.0018972421271161073 -0.0032103067595628592 0.0012743635132415234 -0.0014772030569144932
leaf_weight=0.0012479240472461446 0.0011844658081024148 0.0011150161121119976 0.0011573337960653074 0.0011143720768249515 0.0010499627295158668 0.0011790688739173336 0.0015327535387581557 0.0015564793518975011 0.0012062237561937541 0.0014421060664896721 0.0015591682375031175
leaf_count=140 200 227 80 227 245 81 438 219 275 435 554
internal_value=0 0.000135976 0.00123483 6.77403e-05 -0.000211496 0.000113255 -0.000334202 0.000234475 -0.000240246 -0.00103097 -0.000155081
internal_weight=0 0.014097 0.00338672 0.00227171 0.0107102 0.00952576 0.00834669 0.00681394 0.00576398 0.0042075 0.00300127
internal_count=3121 2981 534 307 2447 2247 2166 1728 1483 1264 989
is_linear=0
shrinkage=0.00858181


Tree=2297
num_leaves=18
num_cat=0
split_feature=1213 453 4 14 1374 457 151 160 0 160 133 52 16 52 52 43 12
split_gain=0.000423226 0.000258409 0.000210363 0.000144128 0.000125976 0.000242658 0.000192519 0.000292242 0.000184802 0.000154477 0.000170003 0.000343018 0.000188554 0.00040737 0.000193139 0.00016056 0.000140161
threshold=-1.0000000180025095e-35 1.0000000180025095e-35 0.27287000000000006 -0.45687499999999998 -0.08070999999999999 0.088350000000000026 -0.086944999999999981 -0.091944999999999985 -0.15350499999999997 0.041220000000000007 0.10722500000000001 0.096795000000000006 -0.056919999999999991 -0.046924999999999988 -0.28430999999999995 -0.0037449999999999996 0.088365000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 -4 -2 6 -6 -8 -9 10 11 12 15 14 -14 -10 -17
right_child=1 -3 3 -5 5 -7 7 8 9 -11 -12 -13 13 -15 -16 16 -18
leaf_value=-0.00099640460571211349 -0.00050672078280590831 -0.00073053829401608901 9.3591434757697568e-05 0.00087616647612226884 0.00066460581161443644 0.00078716836304870902 -0.0007926830613152546 -0.00058744330792610334 -0.00014977907740681241 -0.00044745683622398312 -0.00043918992451693657 0.00095546045451819423 -0.00019513289793524573 -0.0008174508482516826 0.00077611921563235868 0.00091218118854858102 0.00016031631745808337
leaf_weight=0.0010420023541175818 0.0010518138769075583 0.0010284510580501607 0.0010804515653936794 0.0013952135699024709 0.00108331434487391 0.0011274757519843534 0.0012147919358257682 0.0011214126402334648 0.001151952456860339 0.0011981674789110835 0.0010759865289194795 0.0014418024735364243 0.001071859357030672 0.0014684089482691082 0.0010473854433053209 0.0014181150879924338 0.0011714294844709094
leaf_count=491 55 79 65 265 149 79 335 72 208 274 277 97 207 162 138 59 109
internal_value=0 5.49018e-05 9.7151e-05 0.000534628 3.20793e-05 6.84257e-05 1.24018e-05 -4.03988e-05 3.47146e-05 9.78825e-05 0.000164239 0.000238265 9.71774e-05 -0.000166296 0.000284885 0.000349817 0.000572061
internal_weight=0 0.020148 0.0191196 0.00247567 0.0166439 0.0155921 0.0144646 0.0133813 0.0121665 0.0110451 0.00984694 0.00877095 0.00732915 0.00358765 0.00211924 0.0037415 0.00258954
internal_count=3121 2630 2551 330 2221 2166 2087 1938 1603 1531 1257 980 883 507 345 376 168
is_linear=0
shrinkage=0.00160853


Tree=2298
num_leaves=11
num_cat=0
split_feature=42 43 3 3 13 457 1 4 12 16
split_gain=5.07445e-05 8.85417e-05 0.000150959 0.000194215 8.25838e-05 0.000119758 9.53661e-05 0.00017667 7.73747e-05 4.32551e-05
threshold=-0.11051499999999999 -0.063379999999999978 -0.077774999999999983 -0.10519499999999998 -0.095304999999999987 0.082380000000000009 0.086560000000000012 0.022185000000000003 0.095330000000000012 -0.070454999999999976
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 8 6 -6 -8 -3 -9
right_child=1 4 -4 -5 5 -7 7 9 -10 -11
leaf_value=-0.0021940642887798741 0.0025989749403597744 0.0022027497666180906 0.0038159537724881082 -0.0026091708364506319 0.00025951718894109011 0.0016445888813381056 -0.0060048757381833502 -0.0027280409681572962 -0.0012633600779867822 4.8026542011301527e-05
leaf_weight=0.0010423349433832186 0.0014801446105644211 0.0019561160906261333 0.0016395691737309996 0.0015333657507082196 0.0016799737374791407 0.0013746649664639621 0.0011541330595060822 0.0010241450525387552 0.0010363607080947634 0.0013939693471867187
leaf_count=181 137 265 430 711 732 113 334 96 49 73
internal_value=0 0.000150041 0.00131151 -5.10881e-05 -0.000411785 -0.00105036 -0.00175572 -0.00270345 0.00100236 -0.00112772
internal_weight=0 0.0142724 0.00465308 0.00301351 0.00961936 0.00662689 0.00525222 0.00357225 0.00299248 0.00241811
internal_count=3121 2940 1278 848 1662 1348 1235 503 314 169
is_linear=0
shrinkage=0.0102561


Tree=2299
num_leaves=16
num_cat=0
split_feature=403 403 124 123 42 13 4 16 14 3 16 150 0 43 4
split_gain=0.000197054 0.000159592 0.000189198 0.00020736 0.000289722 0.000242638 0.000191802 0.000179194 0.000147285 0.000176489 0.000252279 0.000199718 0.000182333 0.000171343 7.42986e-05
threshold=0.10301500000000001 0.08332500000000001 0.0049200000000000008 1.0000000180025095e-35 -1.0000000180025095e-35 0.11217000000000001 -0.064804999999999988 0.15891500000000003 -0.10708499999999999 0.090900000000000009 -0.070454999999999976 0.086845000000000019 -0.11437499999999999 -0.074359999999999996 -0.16363499999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 6 7 14 -8 11 -11 12 -10 -14 -6
right_child=-2 -3 -4 -5 5 -7 8 -9 9 10 -12 -13 13 -15 -16
leaf_value=-0.00065698183843687749 -0.0006055703972190987 0.00054115294914499549 0.00059928817069127666 0.00055546165516785187 0.00011408680719929115 0.00055910416844827382 -0.00043371380941777929 -0.00085395795004052403 0.00056903488752852978 4.3010146115642639e-05 0.00087233786917963478 -0.00057138186151939753 0.00031229953650475754 -0.00041241569052236126 -0.00041955047920063445
leaf_weight=0.0016010282792608176 0.0010478588077273759 0.0011723447078652574 0.0010044083920497998 0.001117997084306952 0.0011214616727723836 0.0013538340552226016 0.0012427449313412451 0.0010764086606394052 0.0011380759778485397 0.0019705264372898018 0.0012064764923458426 0.001233353164929514 0.0011391640661340702 0.0016008711999126934 0.0010131628482012963
leaf_count=662 202 112 68 216 64 63 80 156 63 135 42 158 472 205 423
internal_value=0 3.06837e-05 -2.90002e-06 -3.88702e-05 -8.12004e-05 -1.58033e-05 -7.68859e-05 -0.000378799 2.48276e-05 9.35798e-05 0.00035795 -7.0738e-05 8.84815e-05 -0.000111117 -0.000139195
internal_weight=0 0.0189919 0.0178195 0.0168151 0.0156971 0.0140961 0.0127422 0.00321103 0.00953121 0.00828847 0.003177 0.00511146 0.00387811 0.00274004 0.00213462
internal_count=3121 2919 2807 2739 2523 1861 1798 643 1155 1075 177 898 740 677 487
is_linear=0
shrinkage=0.00142833


Tree=2300
num_leaves=18
num_cat=0
split_feature=1213 1374 453 4 11 48 151 160 2 13 13 4 14 52 0 43 1
split_gain=0.000549468 0.000291698 0.000274437 0.000273748 0.000307972 0.000183726 0.000190101 0.000429313 0.000295101 0.000218566 0.000360073 0.000185072 0.000163815 0.000135387 0.000143225 0.000315297 9.97218e-05
threshold=-1.0000000180025095e-35 -0.094929999999999987 1.0000000180025095e-35 0.27287000000000006 1.0000000180025095e-35 -0.084044999999999995 -0.0067699999999999991 -0.090969999999999981 0.092235000000000025 -0.076599999999999988 -0.49353499999999995 -0.077679999999999985 -0.45687499999999998 0.08976000000000002 -0.10011499999999998 -0.074359999999999996 0.092695000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 5 -3 8 -8 -7 10 -9 -12 -5 14 16 -16 -11
right_child=1 2 -4 12 -6 6 7 9 -10 13 11 -13 -14 -15 15 -17 -18
leaf_value=-0.0010601206952009648 -0.00078318793577040666 -0.00054034501761264118 -0.00071204819072504411 0.00014311926703962694 -0.00078341940166938627 3.092904552342186e-05 -0.00085404903255719973 -0.00037685797598913513 0.0011784964508312831 0.00048145797069099045 0.0010967806524068591 0.00034082678147514959 0.00092692045958180254 0.00035577973141689132 7.9978243805776307e-05 -0.00095525453864592365 -0.00013508137657881528
leaf_weight=0.0012078788661588616 0.0010397364150005464 0.0010590153968446083 0.0010533846611541211 0.0011849915547801626 0.0010578565945202891 0.0012017259446846376 0.0011501890800800505 0.0010170386920194119 0.0010391697061839789 0.0011716380009292281 0.0015309287167259433 0.0016994175013360169 0.0015057615744590294 0.0019206383661882764 0.0016985914084597488 0.0012852461610890261 0.0014721910316284337
leaf_count=491 55 55 79 65 172 218 293 21 119 66 100 288 263 177 222 392 45
internal_value=0 3.21975e-05 7.24766e-05 0.000113808 4.10443e-05 9.47299e-05 0.000139015 6.56092e-05 0.00056309 0.000155284 0.000441453 0.000699089 0.000581739 -5.74087e-06 -0.000129122 -0.000365934 0.000138144
internal_weight=0 0.0220875 0.0210478 0.0199944 0.0173036 0.0162458 0.0151868 0.0129459 0.0022409 0.0117957 0.00424738 0.00323035 0.00269075 0.0075483 0.00562767 0.00298384 0.00264383
internal_count=3121 2630 2575 2496 2168 1996 1941 1604 337 1311 409 388 328 902 725 614 111
is_linear=0
shrinkage=0.00157699


Tree=2301
num_leaves=18
num_cat=0
split_feature=1213 1374 52 11 48 0 16 16 151 51 13 403 1 12 42 2 49
split_gain=0.000564212 0.000304148 0.000235879 0.000222548 0.000305849 0.000225646 0.00054152 0.000475746 0.000255179 0.000198889 0.000158273 0.000223714 0.000195963 0.000215612 0.000152122 0.000110649 0.000101103
threshold=-1.0000000180025095e-35 -0.094929999999999987 0.19022000000000003 0.087830000000000005 0.081805000000000017 0.18019500000000002 0.22339500000000004 0.41553500000000004 -0.00099499999999999979 0.084745000000000015 -0.077799999999999994 0.03138500000000001 0.095285000000000022 0.051320000000000005 0.084635000000000016 0.09142500000000002 -0.0055299999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 5 6 8 -8 -3 14 15 12 13 -12 16 -10 -6
right_child=1 2 -4 -5 9 -7 7 -9 10 -11 11 -13 -14 -15 -16 -17 -18
leaf_value=-0.0011152331641538506 -0.00086196536783270604 -0.00052025988955898997 -0.00050682305221710325 -0.0005899970490543657 -0.00033934307845084855 0.00076648865853776345 -0.0016262586587828607 -5.4184604183734064e-05 0.00032207810981526506 0.00097378686582354267 6.2102789890113559e-05 0.00073060267210207355 0.00034209688610139046 -0.00091974150469262782 0.00082311250529785735 0.0010285637568198411 0.00039151747694385981
leaf_weight=0.0013114736124653871 0.0010466310947583315 0.0014271126428952322 0.0018236980884737816 0.0011608461186851651 0.0011053975839803165 0.0011522916254590324 0.0010400554862170517 0.0012174967052928781 0.0016370859724859858 0.0018967175198021935 0.0014528572976959565 0.0012808974691855823 0.0018890171259683414 0.0011818117194724084 0.0010176048563468147 0.0010669301716056106 0.0011006388948985304
leaf_count=491 55 231 342 115 105 20 142 144 278 137 60 83 150 408 118 124 118
internal_value=0 3.65576e-05 8.03992e-05 0.000134963 0.000180537 4.44623e-05 -2.37708e-05 -0.00077844 0.000147702 0.000535199 0.000259737 0.000100837 -7.74828e-05 -0.000378315 0.000277144 0.000600838 2.52989e-05
internal_weight=0 0.0224971 0.0214505 0.0196268 0.0184659 0.0133456 0.0121933 0.00225755 0.00993571 0.00512036 0.0085086 0.00580458 0.00452369 0.00263467 0.00322364 0.00270402 0.00220604
internal_count=3121 2630 2575 2233 2118 1640 1620 286 1334 478 1103 701 618 468 341 402 223
is_linear=0
shrinkage=0.00170698


Tree=2302
num_leaves=17
num_cat=0
split_feature=1213 147 124 159 1374 51 15 403 484 133 3 16 15 16 2 4
split_gain=0.000341187 0.000234371 0.000251353 0.000285061 0.000219619 0.000206537 0.000227335 0.000226993 0.000203074 0.000326613 0.000241001 0.000325505 0.000253421 0.000141906 0.000110497 0.00012555
threshold=-1.0000000180025095e-35 0.089025000000000007 0.093335000000000015 -0.032739999999999991 -0.08070999999999999 0.078435000000000019 0.088235000000000022 0.03138500000000001 0.085515000000000022 0.094195000000000015 -0.10519499999999998 -0.084119999999999986 -0.11345499999999999 -0.069144999999999984 0.091545000000000015 0.053180000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 -5 6 8 -8 9 10 -6 12 -12 -7 15 -13
right_child=1 -3 -4 4 5 13 7 -9 -10 -11 11 14 -14 -15 -16 -17
leaf_value=-0.0008319358299815633 -0.00074508779051009116 0.00068524822845626688 0.00069130700314865457 -0.00065511524119137628 0.00033137060611885188 0.00070454645771671285 3.9356057088958459e-05 0.0008899011374634625 0.00036987824691234162 -0.00097972216724831213 -0.00023928641122536126 -0.00044643457618971123 -0.0011860741757755485 -1.9362122543578968e-06 0.00034929839802470207 0.00016182315398247939
leaf_weight=0.0010405748426177376 0.0011780476636224562 0.0010752831027143602 0.0010201213819019941 0.0010380000377065981 0.0019899597041040636 0.0015018109751875341 0.001991821103383474 0.0010005474297027916 0.0015014281061394444 0.0010341657958019704 0.0013105616044553365 0.0015337239543862565 0.0011068308525424069 0.0010088471464752202 0.0013096589853361373 0.001358038442328624
leaf_count=491 399 122 53 54 171 187 318 34 194 159 121 322 172 94 190 40
internal_value=0 2.27547e-05 -1.30722e-05 -5.11646e-05 -4.94142e-06 3.55983e-05 -3.27886e-05 0.00032375 -0.000128523 -0.000206125 -0.000113193 -0.000246852 -0.000672784 0.000420664 -1.7812e-06 -0.000160783
internal_weight=0 0.0209588 0.0198836 0.0188634 0.0176854 0.0166474 0.0141367 0.00299237 0.0111444 0.00964294 0.00860877 0.00661881 0.00241739 0.00251066 0.00420142 0.00289176
internal_count=3121 2630 2508 2455 2056 2002 1721 352 1369 1175 1016 845 293 281 552 362
is_linear=0
shrinkage=0.00145689


Tree=2303
num_leaves=17
num_cat=0
split_feature=1213 124 147 159 123 133 130 48 51 43 52 3 150 0 15 4
split_gain=0.000399707 0.000203224 0.000206111 0.000281137 0.000166238 0.000221788 0.000208945 0.000240491 0.000241027 0.00024313 0.000440485 0.000204905 0.000385066 0.000218296 0.000185348 0.000319129
threshold=-1.0000000180025095e-35 0.093335000000000015 0.089025000000000007 -0.032739999999999991 1.0000000180025095e-35 -0.085499999999999979 -0.0015749999999999998 0.12737000000000001 -0.076794999999999988 -0.14968999999999996 0.10160000000000001 0.10299500000000002 0.087380000000000013 -0.14116499999999996 0.040760000000000005 0.053180000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 -5 -7 8 -8 -10 11 12 13 -11 15 -15
right_child=1 -3 -4 4 -6 6 7 -9 9 10 -12 -13 -14 14 -16 -17
leaf_value=-0.00099624631953287596 -0.00082015765778683625 0.00075180555384101919 0.00069906117335415911 0.00053775788025166359 0.00059690189712528503 -0.00081729815652147302 -0.00051496215454545347 -0.0008187406338856151 0.00069290580695406732 0.00086678569259525959 -0.00085408552314847873 0.000651420815696864 -0.00087418164813375557 -0.0008346001585734351 0.00055047673732947779 0.00035119026392012325
leaf_weight=0.001064293039643875 0.0011723447605258277 0.0010120155015908563 0.001066921390361567 0.0016410767353655263 0.0012086095864912985 0.0010128982539893668 0.0019355201527202119 0.0010003352864884638 0.0016521760235768063 0.0010688196440700164 0.0013541103479880467 0.0017652974868981736 0.0010731286692667874 0.001210113103891788 0.0012043133267020112 0.0012339249821434889
leaf_count=491 399 54 121 288 210 155 349 43 95 40 153 95 54 277 201 96
internal_value=0 3.48545e-05 -2.1649e-06 -4.25343e-05 9.97867e-06 -3.39399e-05 -9.8596e-05 -4.46631e-05 1.72968e-05 0.000114836 7.64133e-06 0.00016208 1.28934e-05 0.000214698 2.36623e-05 -0.000235928
internal_weight=0 0.0206116 0.0195996 0.0185327 0.0173603 0.0161517 0.0145106 0.0134977 0.0124974 0.0105619 0.00890971 0.0075556 0.0057903 0.00471717 0.00364835 0.00244404
internal_count=3121 2630 2576 2455 2056 1846 1558 1403 1360 1011 916 763 668 614 574 373
is_linear=0
shrinkage=0.0016407


Tree=2304
num_leaves=13
num_cat=0
split_feature=403 0 1 4 151 150 15 3 1 2 15 1
split_gain=7.54115e-05 8.84642e-05 7.41078e-05 0.000158977 8.81231e-05 0.0001316 0.000110769 0.0001873 0.000150861 0.00012427 7.98858e-05 5.38811e-05
threshold=0.095105000000000009 0.15398500000000004 0.077565000000000009 -0.012509999999999999 0.056735000000000001 0.081835000000000019 -0.016799999999999995 0.095270000000000007 0.10471500000000002 1.0000000180025095e-35 0.035560000000000008 0.10781
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 10 5 6 7 9 -8 11 -1 -4
right_child=-2 -3 4 -5 -6 -7 8 -9 -10 -11 -12 -13
leaf_value=-0.0011596550529898541 -0.0018823692671185045 0.0020344698162140283 -0.0014725535953268125 -0.0029603627221919029 -0.0016655588776156066 0.0022573296862291176 -0.00020019086286442153 -0.0022508609529526321 0.0034175434160668575 0.0025264979666909182 0.0015219506250586294 0.00075398384475062476
leaf_weight=0.0010875559771938411 0.0010006623793908506 0.001100903385626858 0.001146807361918066 0.00123153623172274 0.0010546813166168534 0.0016898107401198126 0.0013310327518607007 0.0019002748475081266 0.0010008812368648701 0.0010486489003032912 0.0011151767382431843 0.0010158427706100487
leaf_count=228 239 54 126 571 98 218 440 134 103 162 628 120
internal_value=0 0.000114872 -4.02629e-05 -0.000934621 0.000261217 0.000483714 8.10699e-05 -0.000498995 0.00135258 0.000537665 0.000197961 -0.000426702
internal_weight=0 0.0147232 0.0136222 0.00343427 0.010188 0.0091333 0.00744349 0.00511157 0.00233191 0.0032113 0.00220273 0.00216265
internal_count=3121 2882 2828 1427 1401 1303 1085 542 543 408 856 246
is_linear=0
shrinkage=0.00704007


Tree=2305
num_leaves=17
num_cat=0
split_feature=1213 147 11 1374 52 51 15 130 52 52 42 4 47 12 3 1
split_gain=0.000424503 0.000173532 0.000252973 0.000236393 0.000223162 0.000189682 0.000254928 0.000214368 0.000195409 0.000211219 0.000158353 0.000278792 0.000339886 0.000225177 0.000140149 0.000116472
threshold=-1.0000000180025095e-35 0.089025000000000007 0.087830000000000005 -0.08070999999999999 0.19022000000000003 -0.076794999999999988 -0.016799999999999995 -0.0015749999999999998 -0.12647999999999995 -0.057699999999999994 0.08623500000000002 -0.033174999999999989 0.09550500000000002 0.084290000000000018 0.076840000000000006 0.08844500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 6 -5 -7 -9 -10 11 13 14 -11 -13 -12
right_child=1 -3 -4 4 -6 7 -8 8 9 10 15 12 -14 -15 -16 -17
leaf_value=-0.0010530215239747151 -0.00074217338338826758 0.00071145739850763117 -0.00078525449789791418 -0.00071639794203932938 -0.00054998218575655637 -0.00041535426457313889 0.00037471460958493435 -0.00035225720976547758 0.00099308838701113889 0.0010797968868832418 0.00032570774621307782 -0.0009939036802240832 0.0005091780956984677 0.00015236307327720752 -0.00017080457294095603 0.0010452791507513824
leaf_weight=0.001100376624077303 0.0010457372727912242 0.0010488064122817558 0.0011301568422024113 0.0015365488503391155 0.0014437198239475721 0.0013478207358970278 0.0010504891109695902 0.0012007601984230622 0.0013973876982609464 0.0012669430171032255 0.0015159541678471736 0.0011132514357577753 0.0013944570910705556 0.0019170150426701671 0.0013144561348088502 0.0011546631189473001
leaf_count=491 54 122 118 259 333 197 148 226 211 63 223 177 85 179 79 156
internal_value=0 3.47846e-05 -1.00569e-06 4.63933e-05 9.31056e-05 0.000150382 -0.000273342 0.00023085 0.000301805 0.000372725 0.00028314 0.000148323 -0.000162461 0.000521402 -0.000548246 0.00063682
internal_weight=0 0.0208782 0.0198294 0.0186992 0.0176535 0.0162097 0.00258704 0.0136227 0.0122749 0.0110741 0.00967674 0.00700612 0.00382216 0.00318396 0.00242771 0.00267062
internal_count=3121 2630 2508 2390 2336 2003 407 1596 1399 1173 962 583 341 242 256 379
is_linear=0
shrinkage=0.00170698


Tree=2306
num_leaves=12
num_cat=0
split_feature=403 0 16 52 2 14 52 0 12 15 0
split_gain=6.18509e-05 7.29495e-05 6.85101e-05 9.21182e-05 8.6198e-05 8.53092e-05 0.000104915 0.00014695 0.000162674 0.000112507 8.0101e-05
threshold=0.095105000000000009 0.15398500000000004 0.26676500000000009 -0.081429999999999989 0.092120000000000021 -0.10708499999999999 -0.0064899999999999992 -0.17169499999999996 0.089735000000000023 -0.10091499999999999 -0.08824499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 -5 -7 -8 9 -9 -10
right_child=-2 -3 -4 5 -6 6 7 8 10 -11 -12
leaf_value=6.1613443161864282e-05 -0.0019214263258051669 0.0020801483890509403 -0.0016009270960434729 -0.002332900958200392 0.0031932831132790275 -0.0016632645309669213 0.0028622119688298184 0.00078436348674428252 -0.00028197188278207059 -0.0024331610966658625 0.0024999582202393724
leaf_weight=0.0011080330645591449 0.001000106580199017 0.0010998543586831231 0.0015688666311951408 0.0010252170734308961 0.0011018264071186445 0.0017344946455245588 0.0013529698502370317 0.0010486478594461217 0.0010956936747906626 0.0019596977251456925 0.0016014804137807273
leaf_count=284 239 54 344 96 148 356 102 169 131 662 536
internal_value=0 0.000116196 -4.26681e-05 0.000160582 0.00162305 -0.000168588 8.37603e-05 0.00051306 -4.4003e-05 -0.0013116 0.00136983
internal_weight=0 0.0146968 0.0135969 0.0120281 0.00220986 0.0098182 0.00879298 0.00705849 0.00570552 0.00300835 0.00269717
internal_count=3121 2882 2828 2484 432 2052 1956 1600 1498 831 667
is_linear=0
shrinkage=0.00792826


Tree=2307
num_leaves=16
num_cat=0
split_feature=1213 147 11 52 52 13 3 150 3 2 1 3 43 16 2
split_gain=0.000322184 0.000195123 0.00024382 0.000163355 0.000171024 0.000272857 0.000195531 0.000194517 0.000193167 0.000195965 0.000185743 0.00011386 0.000106864 0.000235001 0.000106393
threshold=-1.0000000180025095e-35 0.089025000000000007 0.087830000000000005 0.19022000000000003 0.11008000000000001 -0.084034999999999985 0.16158000000000003 0.086615000000000011 0.10732000000000001 0.092120000000000021 1.0000000180025095e-35 -0.063814999999999997 -0.074359999999999996 -0.056919999999999991 0.094095000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 6 14 8 9 10 -7 -11 -12 -14 -2
right_child=1 -3 -4 -5 -6 7 -8 -9 -10 11 12 -13 13 -15 -16
leaf_value=-0.00084666108138323442 0.00037500077238607053 0.00067266930802086736 -0.00068716384800713952 -0.00045902637543168711 0.00057670676922779167 -0.00055411089524844809 -9.0103212453797354e-05 -0.00051930510954033564 -0.00052860196852773335 0.00012766399130384056 0.00037368791823792476 0.00077541838118646894 0.00035759801486842153 -0.00062903999489079363 0.0010122328908321633
leaf_weight=0.0010085239908543256 0.0014918974663742464 0.0010337832645138925 0.0011274169886732457 0.0013909301013401978 0.0014623727807961734 0.0013448294147548317 0.0013136023712819606 0.0019633830402144966 0.0013261069691008496 0.0012616857201072917 0.0017802984045910721 0.0012324708637227542 0.001134311837009956 0.0010853215893215926 0.0010091470712118161
leaf_count=491 367 122 118 333 130 338 101 133 57 272 176 187 114 99 83
internal_value=0 3.14336e-05 -3.5963e-06 3.97084e-05 8.19935e-05 3.35793e-05 0.000383416 -8.63391e-05 6.41329e-06 9.69216e-05 -6.67928e-05 0.000447748 9.70499e-05 -0.000124833 0.000632118
internal_weight=0 0.0199576 0.0189238 0.0177964 0.0164054 0.0149431 0.00381465 0.0111284 0.00916502 0.00783892 0.00534476 0.00249416 0.00399993 0.00221963 0.00250104
internal_count=3121 2630 2508 2390 2057 1927 551 1376 1243 1186 727 459 389 213 450
is_linear=0
shrinkage=0.00151575


Tree=2308
num_leaves=17
num_cat=0
split_feature=147 11 0 12 13 159 150 48 3 3 52 0 0 43 13 12
split_gain=0.000203476 0.000189403 0.000171197 0.000177406 0.000155748 0.000214582 0.000176983 0.000498877 0.000192269 0.000240419 0.000244169 0.00029728 0.000149022 0.000143967 0.000114717 9.23599e-05
threshold=0.089025000000000007 0.087830000000000005 0.18019500000000002 0.10711000000000002 -0.15416999999999995 0.091530000000000014 0.086615000000000011 0.091545000000000015 0.095270000000000007 0.013900000000000001 -0.015539999999999998 -0.10224499999999999 -0.13843999999999998 -0.09225499999999999 -0.015874999999999997 0.081420000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 15 6 8 -8 9 10 -6 -12 -10 -13 -15 -1
right_child=-2 -3 -4 -5 5 -7 7 -9 12 -11 11 13 -14 14 -16 -17
leaf_value=4.5139427855167917e-05 0.00073562663064974214 -0.00075470920979441762 0.00065335136762944472 -0.00071125387041382502 0.00064705675564468259 -0.00079539269401832915 -0.0012845760434106715 0.00031251824625135824 -0.00082888615366801693 0.00091557243390426085 -0.00078149663983094367 -0.00040054361793473924 7.1785280920557383e-05 -7.8570955163195203e-06 0.00060017400856107327 0.0007459230594074694
leaf_weight=0.0010396470334640825 0.0010018142282522185 0.0010604653008354772 0.0010593500776956413 0.0011180318076837925 0.0017183618879543054 0.0011068122930997263 0.0010857280194770174 0.0011994875894975054 0.001085330762915504 0.0011438026793069165 0.0013709426187229062 0.0011698843446195624 0.0010561565997950781 0.0018563351371616646 0.0017626297634162546 0.0011587685314253804
leaf_count=127 124 118 24 229 453 236 169 40 58 55 127 166 50 760 337 48
internal_value=0 -5.27064e-05 -1.33826e-05 -5.29029e-05 -8.96941e-06 -7.29316e-05 -1.34737e-05 -0.000446277 7.51233e-05 0.000184265 7.80894e-05 -8.06322e-05 -0.000384686 0.00012001 0.000288287 0.000414517
internal_weight=0 0.0199917 0.0189313 0.0178719 0.0167539 0.0145555 0.0134487 0.00228522 0.0111634 0.00902196 0.00787815 0.00615979 0.00214149 0.00478885 0.00361896 0.00219842
internal_count=3121 2997 2879 2855 2626 2451 2215 209 2006 1898 1843 1390 108 1263 1097 175
is_linear=0
shrinkage=0.00170698


Tree=2309
num_leaves=20
num_cat=0
split_feature=124 147 12 1213 456 11 39 3 52 43 133 52 48 160 52 15 52 12 4
split_gain=0.000381903 0.000342215 0.000328217 0.000253909 0.000294399 0.000308186 0.000228519 0.000294866 0.000259624 0.000220468 0.000278666 0.000277518 0.000183939 0.000217065 0.000194213 0.00023858 0.00018336 9.05304e-05 0.000156438
threshold=0.11040000000000001 0.089025000000000007 0.11650500000000001 -1.0000000180025095e-35 0.087485000000000021 0.087830000000000005 0.096625000000000016 0.149315 0.15915500000000002 -0.083134999999999987 0.090310000000000015 -0.089199999999999988 0.095090000000000022 0.086870000000000017 -0.046924999999999988 0.088235000000000022 0.083680000000000018 0.082850000000000021 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 6 7 8 9 10 16 -11 13 14 -13 17 -5 18 -16
right_child=-2 -3 -4 4 -6 -7 -8 -9 -10 11 -12 12 -14 -15 15 -17 -18 -19 -20
leaf_value=-0.00096555712562894185 0.0010812430374442157 0.00087020273755409087 -0.0010763378713098232 0.00047461714582778554 -0.00099391792008568644 -0.00092255853256660862 -0.00077064112416290443 0.0010943290474240079 -0.00072656855176312946 -0.00069784141419027901 -0.00021748415812029859 0.00083635753417469583 0.00081040524432932461 -0.00073025987621019254 0.00051920715892580117 0.00062977122439870773 0.0014752675662430329 -0.00063067442905926589 -0.00036752815617482188
leaf_weight=0.0010268801831320859 0.0010279943895930834 0.0012530269187652201 0.0011663518020732988 0.0016240688735504423 0.0010134694871342378 0.0010971554971783695 0.0010032275315668892 0.0010313958895138134 0.0012698082546129521 0.0016115844557343236 0.0011887965881928336 0.0011802377216687896 0.001192328579964084 0.0010988447614080354 0.0010808633705829962 0.0015596358354073026 0.0010164398308933897 0.0012615996737674086 0.0018278626590225808
leaf_count=469 30 124 132 287 152 99 103 108 292 268 118 70 83 65 48 232 33 324 84
internal_value=0 -6.93091e-05 -0.000122217 -6.94364e-05 -2.35575e-05 2.80829e-05 8.61995e-05 0.000136933 7.48764e-05 0.000144379 0.000525366 9.45658e-06 0.000133337 3.254e-05 0.000153839 1.3256e-05 0.000859808 -0.000217311 -3.80232e-05
internal_weight=0 0.0235036 0.0222506 0.0210842 0.0200573 0.0190438 0.0179467 0.0169435 0.0159121 0.0146423 0.00382931 0.010813 0.00920137 0.00800904 0.0069102 0.00572996 0.00264051 0.00417033 0.00290873
internal_count=3121 3091 2967 2835 2366 2214 2115 2012 1904 1612 438 1174 906 823 758 688 320 456 132
is_linear=0
shrinkage=0.00184769


Tree=2310
num_leaves=18
num_cat=0
split_feature=1213 124 1374 457 484 50 15 0 15 0 3 49 15 2 52 43 52
split_gain=0.000468367 0.000304233 0.000253549 0.000263765 0.000307568 0.000225671 0.000227674 0.000218404 0.000292491 0.000245142 0.000221769 0.000187291 0.000176215 0.000193847 0.000257345 0.000172255 9.01506e-05
threshold=-1.0000000180025095e-35 0.11040000000000001 -0.094929999999999987 0.088350000000000026 -0.0068949999999999992 0.099210000000000007 -0.24436499999999997 -0.10011499999999998 -0.11713499999999999 -0.084044999999999995 -0.016324999999999996 -0.006494999999999999 0.088655000000000025 0.10097500000000002 0.083680000000000018 -0.074359999999999996 0.095415000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 -4 6 -6 8 -8 -9 -10 -12 13 14 15 -11 -15
right_child=1 -3 3 -5 5 -7 7 9 10 12 11 -13 -14 16 -16 -17 -18
leaf_value=-0.00095271195089714278 -0.00073898758710967878 0.00085530056120207301 -0.00074912474697967754 0.00066612132119495343 0.00061109218989803765 0.00068161755457075794 -0.00043171787962057405 -0.00092737308789985916 0.00073255770907580697 0.00023568114601902389 -0.00030628586854071515 0.00039936723774434925 -0.00065813538996241947 -5.8458174579465923e-05 0.00065471743697196661 -0.00062696178709791472 -0.00068634144382451515
leaf_weight=0.0012114395960416543 0.0010697818859215493 0.0010289205869777043 0.0012744165063240413 0.0014615158075298998 0.0013037981855148267 0.0012101807745984175 0.0016694504370891039 0.0010570645278046315 0.0019125062203382143 0.0012260561878513982 0.0016334457351057097 0.0019997390805315202 0.0012546966300941292 0.0010392781256871597 0.0016268551566795963 0.0010083792695587132 0.0011530039242160228
leaf_count=491 55 30 462 116 202 196 94 337 115 162 73 69 284 204 103 106 22
internal_value=0 3.36813e-05 -4.92026e-06 3.27791e-05 -1.5011e-05 3.66936e-05 -9.53131e-06 -6.1466e-05 0.000135634 -0.000231466 0.000306427 8.21122e-05 -0.00013081 -2.15138e-05 0.000186951 -0.000153621 -0.000388686
internal_weight=0 0.0229291 0.0219002 0.0208304 0.0193689 0.0180945 0.0168843 0.0155805 0.00721514 0.00836533 0.00554569 0.00363318 0.00730827 0.00605357 0.00386129 0.00223444 0.00219228
internal_count=3121 2630 2600 2545 2429 1967 1771 1569 351 1218 257 142 881 597 371 268 226
is_linear=0
shrinkage=0.00154607


Tree=2311
num_leaves=11
num_cat=0
split_feature=133 3 50 160 42 2 43 4 16 42
split_gain=5.69984e-05 0.000120937 8.35637e-05 9.11022e-05 0.000139028 0.000113671 0.000169407 0.000116792 0.000157577 8.1595e-05
threshold=0.10622000000000002 0.16158000000000003 0.07826000000000001 -0.081639999999999976 0.088060000000000013 0.11215000000000001 -1.0000000180025095e-35 0.0061450000000000003 -0.094359999999999986 0.092145000000000019
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 6 -5 -8 -9 -6
right_child=-2 -3 -4 4 9 -7 7 8 -10 -11
leaf_value=0.0020392731233046194 -0.0020334426044101698 0.0030630497065733567 -0.0022720310117635891 -0.0026645105918201477 0.0036158197983246453 -0.003452182498353299 -0.0010461638188877947 -0.00060996533053035424 0.0043735445585396018 0.00033047488066172853
leaf_weight=0.0019180500706694461 0.0011692854145886949 0.0011700244569728272 0.0014373213537669056 0.0019497113641574601 0.0010762113358813159 0.0012924390647402473 0.0018605663967226661 0.0010302507797108791 0.0012739850802184205 0.0018373000109477302
leaf_count=387 435 149 474 631 176 156 294 77 47 295
internal_value=0 0.000139325 -0.000110812 0.000143007 -0.000209413 -0.000899129 -0.000359484 0.000719591 0.00214536 0.00154404
internal_weight=0 0.0148459 0.0136758 0.0122385 0.0103205 0.00740695 0.00611451 0.0041648 0.00230424 0.00291351
internal_count=3121 2686 2537 2063 1676 1205 1049 418 124 471
is_linear=0
shrinkage=0.00947501


Tree=2312
num_leaves=12
num_cat=0
split_feature=1 123 50 484 457 3 15 16 3 4 16
split_gain=5.62154e-05 8.79336e-05 8.64695e-05 9.18283e-05 8.23332e-05 8.13795e-05 0.000133705 0.00013256 0.000146264 0.000175967 9.68172e-05
threshold=0.13869000000000004 1.0000000180025095e-35 0.088425000000000017 0.084750000000000006 0.080930000000000016 -0.10519499999999998 0.088235000000000022 -0.36241499999999999 0.10542000000000001 0.053180000000000012 -0.23935499999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 10 7 -7 9 -9 -1
right_child=-2 -3 -4 -5 -6 6 -8 8 -10 -11 -12
leaf_value=0.0025863703910621286 0.0018894381380181206 0.0023294967169390887 -0.0025555888571965894 0.0019455388365459407 0.0013770210400110975 -0.0047500182961140629 0.00097818728781549295 -0.0038310688618638732 0.0015542660543260329 0.00041084863651845129 -0.00086654936606371513
leaf_weight=0.0010952519923318194 0.0011041607266249658 0.0010142886943592727 0.0012303674789310376 0.0014527577025843239 0.0017017542223978438 0.0010047260194264614 0.001631298771862702 0.0019135315812097422 0.001087361233382822 0.0012315912439565674 0.0014406285541015426
leaf_count=74 139 229 517 261 142 124 417 767 58 184 209
internal_value=0 -0.000158003 -0.000340975 -0.000124014 -0.000394725 -0.000715328 -0.0012101 -0.00189171 -0.00121319 -0.00216999 0.000624774
internal_weight=0 0.0148036 0.0137893 0.0125589 0.0111061 0.00940439 0.00686851 0.00523721 0.00423248 0.00314512 0.00253588
internal_count=3121 2982 2753 2236 1975 1833 1550 1133 1009 951 283
is_linear=0
shrinkage=0.00875344


Tree=2313
num_leaves=17
num_cat=0
split_feature=1213 147 11 1374 52 52 4 0 13 403 457 15 15 16 42 16
split_gain=0.000360619 0.00018635 0.000229545 0.000166548 0.000158728 0.000149356 0.000259256 0.000380732 0.000305031 0.000265608 0.000352643 0.000334565 0.000161911 0.00021198 0.000145811 1.15159e-06
threshold=-1.0000000180025095e-35 0.089025000000000007 0.087830000000000005 -0.035729999999999991 0.19022000000000003 0.11008000000000001 -0.49405499999999997 -0.019414999999999998 -0.084034999999999985 0.03138500000000001 0.045365000000000009 0.035560000000000008 -0.055554999999999993 -0.056919999999999991 0.081660000000000024 -0.105305
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 6 -5 8 14 10 11 12 13 15 -8 -10
right_child=1 -3 -4 4 -6 -7 7 -9 9 -11 -12 -13 -14 -15 -16 -17
leaf_value=-0.0009216580500226901 -0.00056802962971562053 0.00065323390003805876 -0.00069551895331845782 -0.0006445237301181358 -0.00042801737525467005 0.00056545772493873806 5.4853453068991691e-05 0.00078845061385416509 -0.00014530559778405973 0.00059457959339133523 0.00049122650319462712 -0.0010835863471232786 0.0002175026891449685 -0.00095491881849234662 0.0007343920753541004 -7.1814023629089747e-05
leaf_weight=0.0010017235166342965 0.0010340728768785104 0.0010807113688901934 0.0010904870012187198 0.0011336402142743058 0.0014012893778343879 0.0015826363248602959 0.0013390355680819024 0.0017914674667005937 0.0010086047968288388 0.0010482874318879093 0.0012998759781850389 0.0013219510217825185 0.001492274101921983 0.0010816211484154306 0.0017298176269236222 0.0010302606082228088
leaf_count=491 62 122 118 99 333 130 121 126 110 112 79 384 143 269 360 62
internal_value=0 2.84102e-05 -6.42311e-06 3.46513e-05 7.07573e-05 0.000114827 6.48734e-05 0.000126061 2.15263e-05 -0.000132738 -0.000238126 -0.000397876 -0.000201361 -0.000401669 0.000437888 -0.00010817
internal_weight=0 0.020466 0.0193853 0.0182948 0.0172608 0.0158595 0.0142768 0.0131432 0.0113517 0.00828288 0.00723459 0.00593471 0.00461276 0.00312049 0.00306885 0.00203887
internal_count=3121 2630 2508 2390 2328 1995 1865 1766 1640 1159 1047 968 584 441 481 172
is_linear=0
shrinkage=0.00154607


Tree=2314
num_leaves=17
num_cat=0
split_feature=1213 147 11 133 160 52 457 47 42 4 42 403 3 133 0 43
split_gain=0.000338051 0.000167156 0.000192433 0.000153593 0.000246051 0.000278472 0.000246068 0.000273865 0.000232654 0.000282092 0.000213897 0.000186232 0.000158869 0.00011406 0.000208148 0.000111925
threshold=-1.0000000180025095e-35 0.089025000000000007 0.087830000000000005 -0.083244999999999986 -1.0000000180025095e-35 -0.013374999999999998 -0.0029299999999999994 0.09550500000000002 0.088200000000000014 0.033845000000000007 0.092145000000000019 0.08332500000000001 -0.08824499999999999 0.083950000000000011 -0.11242999999999999 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 11 5 -5 -6 8 9 12 -10 -2 -8 14 -14 -9
right_child=1 -3 -4 4 6 -7 7 15 10 -11 -12 -13 13 -15 -16 -17
leaf_value=-0.00094694980380112309 -3.3387599571457909e-05 0.00069637939301569183 -0.00067865161383995299 0.00011051723321021683 -0.00068699536769036495 -0.00086565767462154139 -0.00046874374573821346 0.00033063795349145593 0.0010601425646291991 -0.0006517700714529812 1.2773652903483448e-05 0.00095628803692443033 0.00047175050250921024 0.00069389550807193666 -0.00050283948764415047 0.0010475706878231399
leaf_weight=0.0010267903486663585 0.0010562150654241159 0.0010235815527127037 0.0010957933594500915 0.0015069840899592981 0.0010346717795019509 0.0017912442753035699 0.0010751230433120301 0.0013254803926407918 0.001026995622467039 0.0019983981865229084 0.0011661890451769947 0.0010739573418566961 0.001458626990783249 0.0011707597476151594 0.0010595711504833068 0.0011295712795877941
leaf_count=491 245 122 118 279 120 498 156 75 84 145 262 106 63 127 171 59
internal_value=0 3.76368e-05 2.09168e-06 4.38262e-05 -1.32376e-05 -0.000419636 9.44646e-05 0.000165324 2.95795e-05 -0.000124031 0.000503222 0.000465572 9.73412e-05 0.000262323 6.16766e-05 0.000660499
internal_weight=0 0.0199932 0.0189696 0.0178738 0.0157436 0.00329823 0.0124454 0.0114107 0.00895566 0.00676248 0.00219318 0.00213017 0.00476408 0.00368896 0.0025182 0.00245505
internal_count=3121 2630 2508 2390 2039 777 1262 1142 1008 662 346 351 517 361 234 134
is_linear=0
shrinkage=0.00167351


Tree=2315
num_leaves=13
num_cat=0
split_feature=11 3 1 3 15 50 15 15 0 51 47 51
split_gain=5.69146e-05 6.84979e-05 0.000125273 7.08138e-05 0.000207028 0.000101091 8.78298e-05 0.000192991 0.000136765 0.000105588 0.000116223 0.000138646
threshold=0.081790000000000015 -0.10519499999999998 0.077845000000000011 -0.078934999999999991 0.088235000000000022 0.09524500000000001 0.035560000000000008 -0.016799999999999995 -0.0058249999999999994 -0.076794999999999988 1.0000000180025095e-35 0.084305000000000019
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 -3 6 7 9 -9 -5 11 -11
right_child=-2 3 -4 5 -6 -7 -8 8 -10 10 -12 -13
leaf_value=-0.00022263154945995739 -0.0017310971356368202 -0.0039927644919705635 0.0034392549687185876 -0.0025873248613061117 0.0010062569144315124 0.0025581020427623354 -0.0018763671763987494 0.004272801657251319 0.00015004373464460721 0.0034743074792893099 -0.0013837397978107174 -0.00056901826817937814
leaf_weight=0.0014303738496264104 0.0011719404651562284 0.0010669047891550551 0.0010664629324825189 0.0012852042107035742 0.0011007007388087915 0.001029460406436704 0.0015391763347712833 0.001110441693919606 0.0010001416425557659 0.0010429698661863886 0.0019384972988482404 0.0011844412345739519
leaf_count=117 175 1006 126 163 323 220 294 74 66 351 125 81
internal_value=0 0.000120263 0.00134145 -0.000127674 -0.00145428 0.000156182 -0.000115515 0.000242905 0.00231915 -0.000560984 6.41525e-05 0.00132424
internal_weight=0 0.0147948 0.00249684 0.0122979 0.00216761 0.0101303 0.00910087 0.0075617 0.00211058 0.00545111 0.00416591 0.00222741
internal_count=3121 2946 243 2703 1329 1374 1154 860 140 720 557 432
is_linear=0
shrinkage=0.00808683


Tree=2316
num_leaves=17
num_cat=0
split_feature=1213 48 1374 457 11 13 52 49 15 52 42 16 1 2 42 2
split_gain=0.000471102 0.000169696 0.000175087 0.000178947 0.000189897 0.000258397 0.000526926 0.000190245 0.000159573 0.000168319 0.00026117 0.000173824 0.000120284 9.66583e-05 6.54443e-05 5.68235e-05
threshold=-1.0000000180025095e-35 -0.086869999999999989 -0.08070999999999999 0.080930000000000016 0.087830000000000005 -0.084034999999999985 0.10160000000000001 -0.014989999999999998 0.088655000000000025 0.096795000000000006 -0.091214999999999977 0.064860000000000015 0.08844500000000001 0.091055000000000011 0.085505000000000012 -0.0050599999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 5 6 12 -7 9 10 -9 13 -4 15 -14 -12
right_child=1 2 3 -5 -6 7 -8 8 -10 -11 11 -13 14 -15 -16 -17
leaf_value=-0.0010382595875904118 -0.00052826036448906254 -0.0005359782403303215 0.00036165722510314108 0.00057505864498806917 -0.00057621654472182564 -0.0006303875026905856 -0.00049429930335369364 0.00058478304384407547 -0.00055630365565051561 0.00051357985002216324 1.6233591037630708e-05 -0.00067800733361263383 0.00065321571963572965 0.00027756376669126238 0.0012027155415931193 -0.00050350170026871373
leaf_weight=0.0010679046724140348 0.001247851243583952 0.0011129910304368265 0.0015630701077267483 0.0018376827420889105 0.0011015633177402498 0.0011945497369145871 0.0012341420976609771 0.0014134428978376003 0.0010047584817367205 0.0019583311053911062 0.0010881972620944008 0.0013039452805247397 0.0010469709967781404 0.0016395537038028651 0.0011109445604526938 0.0010074790308956597
leaf_count=491 77 58 304 180 116 122 145 124 371 194 52 277 99 179 79 253
internal_value=0 3.56257e-05 7.14937e-05 0.000108031 5.65371e-05 0.000101317 0.000398639 -3.75362e-05 3.76775e-05 0.000108634 -1.42653e-05 -0.000182293 0.000694801 -9.2421e-06 0.000936111 -0.000233625
internal_weight=0 0.0208655 0.0196176 0.0185046 0.0166669 0.0155654 0.00495513 0.0106103 0.00941571 0.00841095 0.00645262 0.00503918 0.00372099 0.00373523 0.00215792 0.00209568
internal_count=3121 2630 2553 2495 2315 2199 627 1572 1450 1079 885 761 482 484 178 305
is_linear=0
shrinkage=0.00157699


Tree=2317
num_leaves=12
num_cat=0
split_feature=484 42 4 1 43 4 2 2 0 16 2
split_gain=5.74044e-05 9.71077e-05 0.000106219 0.00014913 7.68336e-05 0.000149238 8.93124e-05 0.000140937 0.000133936 0.00012185 0.000113951
threshold=-0.0068949999999999992 0.10256000000000001 0.24564500000000003 0.111945 0.12450000000000001 0.098655000000000007 0.11448000000000001 0.10097500000000002 -0.060129999999999996 -0.056919999999999991 0.084055000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 -4 5 6 7 8 9 10 -2
right_child=1 -3 3 -5 -6 -7 -8 -9 -10 -11 -12
leaf_value=-0.0020274702992189747 0.002265999512183486 -0.0022373948732042747 0.00018687125501673578 0.0046333092324904864 0.0019256220926047573 -0.0034576973650900008 0.002561377149088375 -0.0031803381838114812 0.0022397930075152904 -0.0023913190652813518 -0.0013397304945623044
leaf_weight=0.0010566460542575226 0.0015011479139742131 0.0012675195449507711 0.0014616878132898696 0.0010215662950234902 0.0014045551379428473 0.0010677642023865308 0.0010201980387658516 0.0011178239972702425 0.0019087568474187838 0.0017936091447885772 0.001307069875473868
leaf_count=503 245 311 125 204 160 68 147 222 157 534 445
internal_value=0 0.000126262 0.000346488 0.00201606 -2.63199e-05 -0.000308484 8.03206e-05 -0.000251488 0.000251376 -0.000573384 0.000587732
internal_weight=0 0.0148717 0.0136042 0.00248325 0.0111209 0.00971637 0.00864861 0.00762841 0.00651058 0.00460183 0.00280822
internal_count=3121 2618 2307 329 1978 1818 1750 1603 1381 1224 690
is_linear=0
shrinkage=0.00892851


Tree=2318
num_leaves=11
num_cat=0
split_feature=48 4 42 43 16 16 1 49 4 4
split_gain=5.46126e-05 0.000109368 0.000111921 7.82458e-05 0.000149295 0.000129162 0.000171328 0.000107695 9.63445e-05 7.97029e-05
threshold=0.12879500000000002 0.27834500000000006 0.092145000000000019 0.15359500000000004 0.26435500000000006 0.0057500000000000008 1.0000000180025095e-35 -0.006494999999999999 -0.00059999999999999995 0.0033150000000000007
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 -1 9 -9 -8
right_child=-2 -3 -4 -5 -6 -7 7 8 -10 -11
leaf_value=-0.0024124399303497184 -0.0017576022521239275 0.0019212777601498358 -0.0018846371087427893 0.0020503489561630277 -0.0028579048640094526 0.0020914943639735628 -0.0024615182558564617 0.0030559673225269779 0.0001893307470434252 0.00067993531918897679
leaf_weight=0.0017063372967589946 0.0010530431208896065 0.0018370772798490332 0.0019723340271354918 0.0012308018865059981 0.0010749644348128857 0.0019153978175022318 0.0010300761254443125 0.0013175056287786022 0.0016724238440700701 0.0010009629974243595
leaf_count=957 90 322 518 160 250 247 132 267 122 56
internal_value=0 0.00011122 -0.000146134 0.000167052 -7.14785e-05 0.000275092 -0.000242073 0.000495509 0.00145251 -0.000913306
internal_weight=0 0.0147579 0.0129208 0.0109485 0.00971767 0.0086427 0.00672731 0.00502097 0.00298993 0.00203104
internal_count=3121 3031 2709 2191 2031 1781 1534 577 389 188
is_linear=0
shrinkage=0.00792826


Tree=2319
num_leaves=18
num_cat=0
split_feature=1213 147 52 11 1374 52 4 0 13 403 457 15 15 16 0 1 1
split_gain=0.000419224 0.00017374 0.00024611 0.000215547 0.000183132 0.000150666 0.000327961 0.00039815 0.000302719 0.000283158 0.000270939 0.000267896 0.000166259 0.000164324 0.000159859 0.000141052 0.000113907
threshold=-1.0000000180025095e-35 0.089025000000000007 0.19022000000000003 0.087830000000000005 -0.035729999999999991 0.11008000000000001 -0.49405499999999997 -0.019414999999999998 -0.084034999999999985 0.03138500000000001 0.045365000000000009 0.035560000000000008 -0.055554999999999993 -0.056919999999999991 -0.11756999999999999 0.08844500000000001 0.11282000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 6 -6 8 15 10 11 12 13 14 -10 -8 -17
right_child=1 -3 -4 -5 5 -7 7 -9 9 -11 -12 -13 -14 -15 -16 16 -18
leaf_value=-0.001056522706855794 -0.00057689905722639134 0.00070696912397726075 -0.00065428149531625702 -0.00067688833234564628 -0.00076536238016841076 0.00063623204573163531 4.644831983789226e-06 0.00086561078762245277 -0.00059624311755747308 0.00065972185743266994 0.00044974381224656857 -0.0010780159732493397 0.00024640659270737549 -0.00096499683771569963 0.00032588646563889154 0.001141589769959962 0.00035428902410310735
leaf_weight=0.0010285213658053583 0.0010483942597545584 0.0010332440772192397 0.0014762707312653825 0.0010589021832302361 0.0011516571054137554 0.001577220773566263 0.0010994632937163717 0.0019444025415950835 0.0011049772877135544 0.0011304470541424957 0.0013051339984451737 0.0012580140407864211 0.0015213906830541775 0.0010578183673026348 0.0010057433390286254 0.0010270527899454152 0.0010316314169796677
leaf_count=491 62 122 338 113 99 130 315 126 61 112 79 384 143 269 111 73 93
internal_value=0 3.79624e-05 3.04829e-06 5.6011e-05 0.000100966 0.000144794 9.18411e-05 0.000165043 4.70196e-05 -0.000119328 -0.000240749 -0.000392261 -0.000208316 -0.000426654 -0.000156855 0.000488601 0.000747064
internal_weight=0 0.0208318 0.0197985 0.0183222 0.0172633 0.016215 0.0146377 0.0134861 0.0115417 0.00838352 0.00725308 0.00594794 0.00468993 0.00316854 0.00211072 0.00315815 0.00205868
internal_count=3121 2630 2508 2170 2057 1995 1865 1766 1640 1159 1047 968 584 441 172 481 166
is_linear=0
shrinkage=0.00167351


Tree=2320
num_leaves=13
num_cat=0
split_feature=41 133 0 42 133 16 4 0 2 48 3 1
split_gain=6.07184e-05 6.71828e-05 0.000135521 8.24061e-05 8.99903e-05 0.000124432 0.000134419 0.000168922 0.000109798 5.63146e-05 5.52758e-05 8.77307e-08
threshold=1.0000000180025095e-35 0.10722500000000001 -0.019414999999999998 -1.0000000180025095e-35 0.061605000000000007 -0.29154999999999992 0.09173000000000002 -0.082084999999999977 0.088475000000000012 0.089025000000000007 -0.034684999999999994 0.091195000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 -5 7 8 11 -10 -4 -7
right_child=-2 -3 10 4 -6 6 -8 -9 9 -11 -12 -13
leaf_value=-0.0021231176356677683 -0.0020519840949362669 -0.0021086885270882746 0.0011531974477976964 -0.0026006454611329148 0.0025285256807596143 -0.00082643399063516386 0.0030312010520218481 -0.003165400592476835 0.003739478370229058 0.00069225476291862704 0.0039452213373165337 -0.00094890498998035494
leaf_weight=0.0015333233760109919 0.0011693673813071284 0.0010564517394534368 0.00156667724611163 0.0014723815859585222 0.0012423344792220426 0.0010027150113035704 0.0013259174778366759 0.0013155815756444285 0.0010011564745983359 0.0010964736237277783 0.001003962092171475 0.0010162240108724102
leaf_count=660 173 414 171 175 500 305 73 288 85 98 121 58
internal_value=0 0.000147689 0.000323265 -0.000125262 0.000198123 -0.000153637 0.000379494 -0.000267754 0.000658282 0.00214663 0.00224362 -0.000888079
internal_weight=0 0.0146332 0.0135767 0.0110061 0.00947278 0.00823045 0.00675807 0.00543215 0.00411657 0.00209763 0.00257064 0.00201894
internal_count=3121 2948 2534 2242 1582 1082 907 834 546 183 292 363
is_linear=0
shrinkage=0.00928922


Tree=2321
num_leaves=14
num_cat=0
split_feature=1 42 3 151 49 47 3 4 3 16 16 12 1
split_gain=6.10674e-05 8.78716e-05 7.68561e-05 9.762e-05 0.000114299 8.13644e-05 0.000115483 9.81844e-05 9.43901e-05 7.74179e-05 6.58935e-05 6.10878e-05 6.69944e-06
threshold=0.12811000000000003 0.092395000000000019 -0.15121499999999996 0.06617000000000002 -0.082254999999999981 0.092530000000000015 -0.078934999999999991 -0.083854999999999985 -0.012939999999999998 0.033715000000000009 -0.094359999999999986 0.091325000000000003 0.14089500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 -4 6 7 -6 -8 10 -10 -3 -2
right_child=12 11 3 -5 5 -7 8 -9 9 -11 -12 -13 -14
leaf_value=0.0026595954971985508 0.0010441813872084902 -0.00044980589894807246 -0.0036374053679427663 0.0027170075185433797 0.00056732001767383501 -0.0022075221738478961 0.0039041354889807109 -0.0037391921911890768 -0.00033478230377309055 -0.0015941668807327135 0.0029181071045420262 -0.003933367154582079 0.0022073737672923385
leaf_weight=0.0010630759454634585 0.0010015038888700539 0.0010236430215522776 0.0010442359740080428 0.0010609453227072791 0.0010670034424630432 0.0015350350776398292 0.0010350626770342861 0.0010739934048135183 0.0011307464889694918 0.0012305511736167007 0.0014205728517688821 0.0010121880796271215 0.00100091944227086
leaf_count=187 140 144 120 102 310 180 252 847 90 91 119 420 119
internal_value=0 -0.000254297 8.22067e-05 -0.000176325 -0.000498188 -0.000112212 0.000350049 -0.00159297 0.00121367 0.00047731 0.00147642 -0.00218179 0.00162561
internal_weight=0 0.0136971 0.0116612 0.0105981 0.0095372 0.00849297 0.00695793 0.002141 0.00481693 0.00378187 0.00255132 0.00203583 0.00200242
internal_count=3121 2862 2298 2111 2009 1889 1709 1157 552 300 209 564 259
is_linear=0
shrinkage=0.010055


Tree=2322
num_leaves=18
num_cat=0
split_feature=1213 147 159 150 456 11 43 16 48 2 49 16 0 2 1 13 16
split_gain=0.000379002 0.000260962 0.000226253 0.000159823 0.000146164 0.000161853 0.000183011 0.000329281 0.000220191 0.000193801 0.00018639 0.000221675 0.000125498 0.000118232 0.000226759 0.000102143 8.57881e-05
threshold=-1.0000000180025095e-35 0.089025000000000007 -0.032739999999999991 0.116995 0.077935000000000018 0.08776500000000001 -0.04890499999999999 0.22339500000000004 0.087380000000000013 0.088225000000000012 -0.069799999999999987 -0.25582999999999995 -0.077999999999999986 0.079055000000000014 0.09253500000000002 0.18141000000000002 -0.073849999999999985
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 6 8 9 12 13 -11 -12 -4 14 -8 -14 -13
right_child=1 -3 3 -5 -6 -7 7 -9 -10 10 11 16 15 -15 -16 -17 -18
leaf_value=-0.0010102791057157567 -0.00062100624330863714 0.00084517040439087909 -9.1358241248746174e-05 -0.00061063483515250388 -0.00054125327704252532 -0.00053858928403351981 0.00063799320579802088 -0.00072784803084304688 0.0011220518271143111 -0.00023723432343814317 9.8349295194183431e-05 0.0012742982805603398 0.00080574693035124969 -0.00065915586510225039 -0.00050282710462138335 0.00012544022076024664 0.00057618008127235183
leaf_weight=0.0010976958906877094 0.001669782508625396 0.0011509912502006827 0.0018820871467543163 0.0010524634950841846 0.0010513226464496641 0.0010330595632443975 0.0010437269578029837 0.0014808702150460604 0.0010973406183414532 0.0011570693762950057 0.0017436676513218011 0.0010979388701962637 0.001462543962762723 0.001028381422115158 0.0010693280547562564 0.0012331700868268847 0.0010381852068881529
leaf_count=491 407 122 394 64 168 113 101 132 155 50 103 140 223 203 96 38 121
internal_value=0 3.88394e-05 -7.23988e-06 4.82443e-05 8.80547e-05 0.000128477 0.000173417 2.7618e-05 0.000421568 0.000164413 0.000376082 0.000558992 0.000253656 -0.000174971 6.06721e-05 0.000494537 0.000935003
internal_weight=0 0.0212919 0.0201409 0.0184712 0.0174187 0.0163674 0.0153343 0.00965917 0.00567514 0.0081783 0.00503686 0.00387979 0.0045778 0.00314144 0.00211306 0.00269571 0.00213612
internal_count=3121 2630 2508 2101 2037 1869 1756 946 810 814 414 364 655 400 197 261 261
is_linear=0
shrinkage=0.00174112


Tree=2323
num_leaves=16
num_cat=0
split_feature=1213 124 123 4 133 160 484 151 42 4 52 49 4 3 16
split_gain=0.000423754 0.000164349 0.000191281 0.000282711 0.000285442 0.000276901 0.000390349 0.000241752 0.000266413 0.000223894 0.000228675 0.000203937 0.000213043 0.000337555 0.000151501
threshold=-1.0000000180025095e-35 0.08919500000000001 1.0000000180025095e-35 -0.49405499999999997 -0.085499999999999979 -1.0000000180025095e-35 0.085130000000000011 -0.090369999999999992 -1.0000000180025095e-35 0.26790000000000008 0.077655000000000016 -0.081919999999999979 0.053180000000000012 0.095270000000000007 -0.059624999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 -5 6 -6 -7 -9 10 11 -10 13 -13 -14
right_child=1 -3 -4 4 5 7 -8 8 9 -11 -12 12 14 -15 -16
leaf_value=-0.00097413152713356666 -0.0007328631368882253 0.00065385656440035086 0.00057708147625590582 0.00065130499088233919 -0.00098292388850396845 -0.00064159029401624802 0.00018524409922075297 -0.00045244418100670055 0.0004839866212528101 0.00085510936891641559 0.00060765422843717207 -0.0010422930250310743 -0.0002328586570031468 0.00011587605973185892 0.00062976843624648984
leaf_weight=0.0010780966856969989 0.0013385403652841346 0.0010311408033010219 0.001363068154258267 0.0016109101382961845 0.0016660458014908673 0.0011140908410662833 0.0012414585464741723 0.0016585525573225767 0.0015299880327472905 0.0012482178235894851 0.0019443579533402477 0.0013101029235096304 0.0010123420550611772 0.0011982117289526251 0.0010129360674937526
leaf_count=491 137 60 233 321 489 79 224 293 68 118 169 324 33 47 35
internal_value=0 4.04882e-05 7.6307e-06 -3.5767e-05 2.06227e-05 -4.73977e-05 -0.000484135 5.81668e-05 0.000129593 0.000233884 0.000137052 -1.38517e-05 -0.000181861 -0.00048904 0.000198581
internal_weight=0 0.02028 0.0192488 0.0178858 0.0165472 0.0149363 0.0029075 0.0120288 0.0109147 0.00925616 0.00800794 0.00606358 0.00453359 0.00250831 0.00202528
internal_count=3121 2630 2570 2337 2200 1879 713 1166 1087 794 676 507 439 371 68
is_linear=0
shrinkage=0.00157699


Tree=2324
num_leaves=17
num_cat=0
split_feature=1213 453 4 158 48 1374 151 160 4 13 0 14 403 15 15 16
split_gain=0.000464766 0.000212354 0.000315755 0.000288758 0.000209827 0.000202487 0.000281378 0.000294283 0.000214907 0.000252429 0.000216173 0.000167453 0.000151588 0.000177028 0.000170043 0.000255015
threshold=-1.0000000180025095e-35 1.0000000180025095e-35 0.27287000000000006 1.0000000180025095e-35 -0.084044999999999995 -0.08070999999999999 -0.039414999999999999 -0.090969999999999981 -0.51843499999999987 -0.077799999999999994 -0.08824499999999999 -0.45687499999999998 0.03138500000000001 1.0000000180025095e-35 -0.016799999999999995 -0.056919999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 -6 -7 -8 -9 10 -10 -4 13 14 15 -11
right_child=1 -3 11 -5 5 6 7 8 9 12 -12 -13 -14 -15 -16 -17
leaf_value=-0.0011145758926021162 -0.00071515066660165984 -0.00072829260513487132 0.00014147028820955893 -0.00089292623581394047 -0.00061148358248137608 0.00080346243670298184 -0.00077351372381123413 -0.00056490955126853532 0.00012229625521014342 0.00031341597078040771 0.00098818824461485342 0.0010342137648229133 0.00058150614976363875 -0.00057918282482822484 0.00065884205243988629 -0.00075196958929771816
leaf_weight=0.0011012191245782363 0.001003386064651556 0.0010234551447251819 0.0011158462214718792 0.001031161355575321 0.0011069916460990656 0.0018091045852964846 0.0011423550535436351 0.0011395606229678236 0.0015569569302301065 0.0016531230491846098 0.0019926886847020731 0.0014840623811784468 0.0012614192331969407 0.001585250701737732 0.0011935631945578888 0.0011583451093690068
leaf_count=491 56 79 65 251 51 296 274 43 145 95 221 265 90 384 131 184
internal_value=0 4.54735e-05 8.46117e-05 1.09563e-06 5.66214e-05 0.000106264 0.000161088 6.94619e-05 0.000152902 0.000231545 0.000608388 0.00065106 3.63147e-05 -8.6705e-05 0.000108225 -0.000125531
internal_weight=0 0.0212573 0.0202338 0.0176339 0.0166027 0.0155994 0.0144924 0.0126833 0.0115409 0.0104013 0.00354965 0.00259991 0.0068517 0.00559028 0.00400503 0.00281147
internal_count=3121 2630 2551 2221 1970 1914 1863 1567 1293 1250 366 330 884 794 410 279
is_linear=0
shrinkage=0.00174112


Tree=2325
num_leaves=13
num_cat=0
split_feature=484 15 11 13 39 0 16 3 15 16 52 2
split_gain=6.08492e-05 7.97345e-05 7.32632e-05 8.15574e-05 0.000117705 0.00010448 0.000207142 0.000103647 0.000101994 0.000163068 8.75343e-05 0.000139576
threshold=-0.0068949999999999992 -0.24436499999999997 0.078340000000000007 -0.094514999999999988 0.085060000000000011 -0.053834999999999994 0.0065250000000000004 0.16158000000000003 0.088655000000000025 -0.18708499999999997 -0.0064899999999999992 0.073895000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 7 5 6 8 -3 9 -5 -11 -12
right_child=1 2 -4 4 -6 -7 -8 -9 -10 10 11 -13
leaf_value=-0.0018756730149225656 0.0022599652994605528 0.0026987501424091524 -0.0021176286557759313 -0.0030181739691278429 0.0021380744947227027 -0.0021704509948250622 0.0031483110824820598 -0.00049800640502880558 -0.003010484797372931 -0.00088223916354331273 -0.00035233023030838232 0.0037632033927934207
leaf_weight=0.0010695382180355628 0.0010588857706974953 0.0015891230117764258 0.0010297980512622438 0.0010323653947962616 0.0012224963131121898 0.0019887414020384846 0.0011007857209385206 0.0011384426307688988 0.0010129374548937843 0.001494366196598481 0.0010997612540101201 0.0010567260102739215
leaf_count=503 232 136 160 94 185 209 238 87 426 240 120 491
internal_value=0 0.000121587 -4.29029e-05 0.000124857 -0.00021298 -0.000540121 -6.30972e-05 0.00136447 -0.000683704 -0.000180442 0.000621994 0.00166437
internal_weight=0 0.0148244 0.0137655 0.0127357 0.0100082 0.00878568 0.00679694 0.00272757 0.00569616 0.00468322 0.00365085 0.00215649
internal_count=3121 2618 2386 2226 2003 1818 1609 223 1371 945 851 611
is_linear=0
shrinkage=0.00808683


Tree=2326
num_leaves=12
num_cat=0
split_feature=403 42 52 52 52 13 42 3 2 0 1
split_gain=5.45542e-05 8.15248e-05 9.00521e-05 0.00015544 8.36639e-05 8.32749e-05 0.000119304 0.000137048 0.000101635 0.000209865 7.0359e-05
threshold=0.095105000000000009 0.09832500000000001 -0.24456499999999998 -0.081429999999999989 -0.0064899999999999992 -0.0039049999999999992 0.088060000000000013 0.097915000000000016 0.095195000000000016 -0.077809999999999976 0.09697500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 10 6 7 -6 9 -7 -5
right_child=-2 -3 3 4 5 8 -8 -9 -10 -11 -12
leaf_value=-0.002777642935196356 -0.0023309042441994618 0.0024244479157994156 0.002834531380727198 -0.0040869612698720519 -0.0047266093521996849 8.2020929017796974e-06 0.0016662004506192546 0.00025592540864940896 -0.00072244079822488482 0.0059850528208041688 -0.00039236200895620583
leaf_weight=0.0012113596646588518 0.0010014701565810779 0.0014817621025064289 0.001916622765494356 0.0010249090330213392 0.0012367004663334184 0.0015524396184325925 0.0011360069083541091 0.0010946490132503761 0.001934847044982646 0.0010265937955100009 0.001151144141369749
leaf_count=317 239 371 373 272 579 204 295 78 203 74 116
internal_value=0 0.000142665 -0.000111832 0.000155625 -0.00034987 0.000136157 -0.00105915 -0.00238714 0.00105433 0.00238731 -0.0021325
internal_weight=0 0.014767 0.0132853 0.0120739 0.0101573 0.00798124 0.00346736 0.00233135 0.00451388 0.00257903 0.00217605
internal_count=3121 2882 2511 2194 1821 1433 952 657 481 278 388
is_linear=0
shrinkage=0.0102561


Tree=2327
num_leaves=13
num_cat=0
split_feature=52 52 4 0 52 157 16 16 15 47 49 0
split_gain=5.9787e-05 8.74463e-05 0.000142681 0.000123944 9.65699e-05 0.000114261 0.000159652 8.93277e-05 8.15733e-05 0.000119011 7.14248e-05 0.000134013
threshold=0.19022000000000003 0.10347000000000002 -0.42529999999999996 -0.019414999999999998 -0.24164999999999998 -0.077384999999999995 -0.056919999999999991 -0.074319999999999983 -0.095869999999999983 0.09717000000000002 -0.067649999999999988 -0.097734999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 -4 -6 7 8 9 -7 -10 -12
right_child=-2 -3 3 -5 5 6 -8 -9 10 -11 11 -13
leaf_value=-0.0031811831652733677 -0.001821594813610501 0.0020975956171524878 -0.0026453343115121759 0.0026740370006464076 0.0026383158210071703 -0.0033081694648606952 -0.0023707410318493812 0.0027789499829120583 -0.0010000014845008443 0.00071234783789144655 0.0040206185143994476 -0.00020047247494666681
leaf_weight=0.0010098621240708381 0.00123679540359825 0.0015113393938791598 0.0010153697003225702 0.0013051311497545683 0.0011802093260432417 0.0010802914944965758 0.0019420581036321142 0.0010105374358519454 0.0010418563357825804 0.001088651313860458 0.001016778706768643 0.0012168629347724309
leaf_count=174 350 233 273 141 214 199 525 116 80 64 109 643
internal_value=0 0.000144495 -8.41917e-05 0.000178676 -0.000128781 0.000138022 -0.000213397 0.000435667 7.31932e-07 -0.00129016 0.000855526 0.00172102
internal_weight=0 0.0144189 0.0129076 0.0118977 0.0105926 0.00957725 0.00839704 0.00645498 0.00544444 0.00216894 0.0032755 0.00223364
internal_count=3121 2771 2538 2364 2223 1950 1736 1211 1095 263 832 752
is_linear=0
shrinkage=0.00858181


Tree=2328
num_leaves=15
num_cat=0
split_feature=403 403 160 52 133 151 42 4 4 12 16 150 13 3
split_gain=0.000165436 0.000141016 0.000159802 0.000335822 0.000291504 0.00021471 0.000245633 0.000267116 0.000250702 0.000133083 0.00013072 0.000205437 0.00011993 4.29827e-05
threshold=0.10301500000000001 0.08332500000000001 -1.0000000180025095e-35 -0.013374999999999998 -1.0000000180025095e-35 -0.090369999999999992 0.088060000000000013 0.24564500000000003 0.08184000000000001 0.092355000000000007 -0.056919999999999991 0.087380000000000013 -0.091904999999999987 -0.020429999999999997
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 8 10 -8 11 13 -12 -7
right_child=-2 -3 4 -5 5 6 9 -9 -10 -11 12 -13 -14 -15
leaf_value=0.00018184462630519847 -0.00065747626425754298 0.00059153808926249926 -0.00074956236344925252 -0.0008018407292935979 -0.00056660295248858457 0.00034478500393472918 0.0009885942756729031 0.00069334188951480306 -0.00079176990873017401 0.00021641734996404396 0.00018981172574139622 -0.00028147109281808779 -0.00046765066679749635 0.00081346354163824364
leaf_weight=0.0019298841626026143 0.0010560072180383758 0.0011482457164185824 0.0011182882924285946 0.0019582146839691311 0.0010977533467946285 0.0010080951398194204 0.0014913845521780508 0.0016329471439465327 0.0010994679447020872 0.0010761484149680728 0.0014111999252151008 0.0011155364199915141 0.0017291436974379501 0.0012008179054727695
leaf_count=318 202 112 516 577 95 170 199 139 43 241 34 52 373 50
internal_value=0 2.30501e-05 -1.34807e-05 -0.000313582 6.99784e-05 0.000141231 0.000207278 7.95131e-05 -5.29982e-05 0.000664946 7.26448e-05 0.000303932 -0.000172202 0.00059957
internal_weight=0 0.0190171 0.0178689 0.0038881 0.0139808 0.0128625 0.0117647 0.00919721 0.00756426 0.00256753 0.00646479 0.00332445 0.00314034 0.00220891
internal_count=3121 2919 2807 895 1912 1396 1301 861 722 440 679 272 407 220
is_linear=0
shrinkage=0.00167351


Tree=2329
num_leaves=15
num_cat=0
split_feature=1213 475 52 123 4 403 42 52 0 49 4 1 0 13
split_gain=0.000484316 0.000187343 0.000166887 0.000162746 0.000186487 0.000189378 0.000212281 0.000232866 0.000271321 0.000185413 0.000264364 0.000272542 0.000252942 0.000222212
threshold=-1.0000000180025095e-35 -0.082549999999999998 0.19022000000000003 1.0000000180025095e-35 -0.49405499999999997 0.03138500000000001 -1.0000000180025095e-35 0.077655000000000016 -0.036484999999999997 -0.081404999999999991 0.0052350000000000009 0.11181500000000001 -0.17169499999999996 -0.049279999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 -3 6 -6 8 9 -8 -11 12 -12 -13
right_child=1 2 -4 -5 5 -7 7 -9 -10 10 11 13 -14 -15
leaf_value=-0.001104304169854124 -0.00063265290557060357 -0.00049521744678198809 -0.00042358072454086221 0.00072306737454110081 -0.00050724355773269629 0.00068043545564572337 0.00043780161999758455 0.00068119447267686215 0.00074396109918787288 -0.00078383254321229864 0.0009848998173960107 9.2854066960217104e-05 -3.1051979803683457e-05 -0.00096943458133839
leaf_weight=0.001064623375232508 0.0010559191134230572 0.0013766447226002355 0.0016147941700322818 0.0012400780822924588 0.0015178230508382145 0.001665515037953696 0.0016832909141180092 0.0019802209311596828 0.0013673656172585149 0.0015737720082799351 0.0010585602636794533 0.0010830938516430272 0.0019517822684771216 0.0011236183213324535
leaf_count=491 278 85 323 243 442 164 83 156 90 457 47 80 136 46
internal_value=0 5.36694e-05 9.13425e-05 0.000138528 9.42791e-05 0.000148363 8.19305e-05 0.000157576 5.22182e-05 -5.93999e-05 -0.000182645 -1.29109e-06 0.000326198 -0.000448044
internal_weight=0 0.0202925 0.0192366 0.0176218 0.0163817 0.015005 0.0133395 0.0118217 0.00984148 0.00847412 0.00679083 0.00521705 0.00301034 0.00220671
internal_count=3121 2630 2352 2029 1786 1701 1537 1095 939 849 766 309 183 126
is_linear=0
shrinkage=0.00167351


Tree=2330
num_leaves=19
num_cat=0
split_feature=1213 1447 453 4 133 160 4 52 1 47 4 2 4 52 2 1 15 2
split_gain=0.000506571 0.00023825 0.000305431 0.000334068 0.000193547 0.000280613 0.000252258 0.00020485 0.000183821 0.000172797 0.000335814 0.000487478 0.000268797 0.000174358 0.000145486 0.000136527 9.27695e-05 3.6872e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 1.0000000180025095e-35 0.24564500000000003 -0.083244999999999986 -1.0000000180025095e-35 -0.033174999999999989 0.13389000000000004 0.111945 0.09550500000000002 0.033845000000000007 0.11093500000000002 -0.49013999999999996 0.077655000000000016 0.089885000000000007 0.10723500000000001 -0.037864999999999989 0.088665000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 17 6 -6 9 15 10 11 12 -7 14 -14 -5 -12 -3
right_child=1 2 -4 8 5 7 -8 -9 -10 -11 16 -13 13 -15 -16 -17 -18 -19
leaf_value=-0.0010855787883990685 -0.00075116194341097963 0.00027104996386169596 -0.00083187032890094247 0.00065286466843751385 -0.0010845798489654284 -0.00091554653143067848 2.3834187483728797e-05 0.00076479515090556373 0.00093940101590288391 0.00051225402760546627 -0.0010547546632636382 0.00083889297864385036 -0.00058462416845362231 0.00047612522648298085 0.00011345145208303588 -0.00020750050284713261 -0.00034093030536180006 0.00072340286913495395
leaf_weight=0.0011936017955339042 0.0010348229301924338 0.0010109014139463917 0.0010006198907377964 0.0010091594297498988 0.0012858390059044648 0.0010997900405831356 0.0010402519821815096 0.0010160087490203038 0.0018426454222682329 0.0014827729160118439 0.0010395178158943419 0.0017378674664216831 0.0015613080305449754 0.0014952468928101093 0.0018001807759218669 0.0010581854385698364 0.0010007903467368351 0.0010077406896508434
leaf_count=491 255 141 78 85 164 87 342 63 257 78 78 125 288 198 170 36 32 153
internal_value=0 3.31682e-05 7.09386e-05 0.000115031 1.12509e-05 -5.60791e-05 -0.000588886 4.52295e-05 0.000555053 -1.99443e-05 -0.000101008 5.90502e-05 -0.000168476 6.95834e-07 -0.000210783 0.000212481 -0.000704617 0.000496872
internal_weight=0 0.0225236 0.0214888 0.0204882 0.0165782 0.0145596 0.00232609 0.0122335 0.00390999 0.0112175 0.0097347 0.00769439 0.00595653 0.00485674 0.00336149 0.00206734 0.00204031 0.00201864
internal_count=3121 2630 2375 2297 1919 1625 506 1119 378 1056 978 868 743 656 458 121 110 294
is_linear=0
shrinkage=0.00167351


Tree=2331
num_leaves=13
num_cat=0
split_feature=1 0 151 16 51 159 1 1 4 4 2 16
split_gain=6.1118e-05 9.78389e-05 0.000103935 0.000158975 7.40901e-05 8.72407e-05 0.000113143 0.000120696 8.3742e-05 0.000149325 6.50609e-05 4.06097e-05
threshold=0.104035 -0.036484999999999997 -0.0033899999999999994 -0.071854999999999988 0.087505000000000013 0.082585000000000006 0.092695000000000013 0.085110000000000005 -0.082109999999999975 -0.49013999999999996 0.10613000000000002 -0.054549999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 -2 10 5 6 7 8 9 -1 -4 -10
right_child=1 -3 3 -5 -6 -7 -8 -9 11 -11 -12 -13
leaf_value=-0.0017086879234070867 -0.0025813232796534787 0.0033247684412786322 0.00094753590379479812 -0.0013967923182974567 -0.0029135033472170563 -0.0027578940994940565 -0.0028970137515842236 0.0029501746593536566 -0.0027361668884499546 0.0033203639963552624 0.0045119342670959057 -3.1203391071935746e-05
leaf_weight=0.0010476213195222961 0.0010980485022298314 0.0012197200346437172 0.0010011460913721577 0.0016427122684274931 0.0011412947644659785 0.0011565133029818233 0.0010233509567096344 0.0017568886969427586 0.0012559028345805676 0.0013875302482720224 0.0010722307816846627 0.0010143402648698212
leaf_count=36 138 176 78 167 287 303 250 280 432 352 132 490
internal_value=0 0.000781059 0.000136579 0.000939678 -0.000505671 -0.000187689 0.000209402 0.000701326 -0.000138344 0.00115683 0.00279084 -0.00152759
internal_weight=0 0.00603386 0.00481414 0.00371609 0.00978344 0.00864215 0.00748563 0.00646228 0.00470539 0.00243515 0.00207338 0.00227024
internal_count=3121 691 515 377 2430 2143 1840 1590 1310 388 210 922
is_linear=0
shrinkage=0.010055


Tree=2332
num_leaves=11
num_cat=0
split_feature=11 48 0 2 151 2 4 15 4 15
split_gain=5.37458e-05 8.19442e-05 0.000195822 0.000132437 9.0499e-05 0.000129753 0.000125037 0.000133154 0.000106192 0.000229319
threshold=0.081790000000000015 0.016865000000000002 -0.20211999999999997 0.10252500000000002 -0.00099499999999999979 0.10882500000000002 0.16173500000000005 0.088655000000000025 -0.084369999999999987 -0.016799999999999995
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 4 -3 -4 -1 6 7 8 -6 -10
right_child=-2 2 3 -5 5 -7 -8 -9 9 -11
leaf_value=-0.0024339551222155157 -0.0017453780210374339 -0.00089590248710231211 0.00070350209680971503 0.0046182118300374369 -0.001861192885708538 0.0021025239589570854 0.0019514563674329411 -0.0034666798611334062 -0.0014912953898672053 0.0029459946926146926
leaf_weight=0.0011684691099419229 0.0011280326744553251 0.0018771991835908608 0.0011666431614496932 0.0011854444619983154 0.0019759141649201718 0.0016445491715428844 0.0012296723662231683 0.0011464211568969762 0.001703408405451435 0.0014817433706018801
leaf_count=314 175 82 315 183 357 339 142 537 401 276
internal_value=0 0.000123463 0.00109087 0.0026765 -0.000271836 3.31599e-06 -0.000454715 -0.000923808 -0.000358964 0.000572947
internal_weight=0 0.0145795 0.00422929 0.00235209 0.0103502 0.00918171 0.00753716 0.00630749 0.00516107 0.00318515
internal_count=3121 2946 580 498 2366 2052 1713 1571 1034 677
is_linear=0
shrinkage=0.00824856


Tree=2333
num_leaves=18
num_cat=0
split_feature=1213 475 52 42 123 15 133 52 12 16 12 0 2 1 1 48 13
split_gain=0.000474309 0.000156075 0.000169322 0.00017447 0.000205005 0.000190672 0.000286659 0.000318777 0.000309831 0.000280126 0.000202585 0.000192317 0.000245425 0.000236609 0.000248782 8.15352e-05 3.09073e-05
threshold=-1.0000000180025095e-35 -0.082549999999999998 0.19022000000000003 -0.11466499999999999 1.0000000180025095e-35 0.088235000000000022 0.090310000000000015 0.077655000000000016 0.10312500000000001 -0.078844999999999985 0.084100000000000022 -0.10151999999999999 0.088930000000000023 0.11061500000000002 0.094825000000000007 0.085130000000000025 -0.014169999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 5 6 7 8 11 16 -9 13 -13 14 15 -5 -7
right_child=1 2 -4 4 -6 9 -8 10 -10 -11 -12 12 -14 -15 -16 -17 -18
leaf_value=-0.001050794993194688 -0.00057025891603700073 -0.0005150578153747294 -0.00042495462182214619 0.00024366640650919143 0.00085837151702072097 0.00063002085928016299 -0.00061470261583934269 0.0011498013856413487 0.0008156467617116142 -0.00020078789858712836 0.00017297717241048505 -0.0010385028908485607 -3.1191447242644578e-05 -0.00044003312894980677 0.00083581825272691134 -0.00037106821792734767 0.0010288781823071843
leaf_weight=0.0010740060333490299 0.0010103969026092887 0.0010425670210210914 0.0015879061030390626 0.0012050880521368131 0.0010298502077293664 0.0010089884031216911 0.0015622581191836989 0.0011176735740061625 0.0010276441441991755 0.0010362412677228086 0.0010802746912739192 0.0011476871484672252 0.0013762912591734483 0.0017202193276566469 0.0013346562371481241 0.0010400327731456827 0.0010017116881526622
leaf_count=491 278 112 323 50 234 119 246 71 89 192 133 309 236 95 63 32 48
internal_value=0 4.60227e-05 7.82545e-05 0.000123319 0.0001632 0.000117479 3.02354e-05 0.000121421 -1.47224e-05 0.000478597 0.0006697 -0.000123788 -0.00048923 5.0244e-05 0.000285841 -4.11041e-05 0.000828728
internal_weight=0 0.0203295 0.0193191 0.0177312 0.0166886 0.0156588 0.0126118 0.0110496 0.00885162 0.00304694 0.00219795 0.00782397 0.00252398 0.0053 0.00357978 0.00224512 0.0020107
internal_count=3121 2630 2352 2029 1917 1683 1324 1078 874 359 204 785 545 240 145 82 167
is_linear=0
shrinkage=0.00160853


Tree=2334
num_leaves=12
num_cat=0
split_feature=47 47 1 12 0 4 403 0 4 14 15
split_gain=6.06653e-05 0.000107148 0.000105684 0.000144254 0.000157553 0.00022374 0.000119875 0.000139015 0.000107474 0.000172194 6.07228e-05
threshold=0.13148500000000005 0.09550500000000002 0.094385000000000011 0.088245000000000004 -0.13027499999999997 -0.083854999999999985 0.03138500000000001 -0.060129999999999996 -0.034939999999999992 -0.10708499999999999 -0.07490999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 -6 7 -5 -4 -10 -11
right_child=-2 -3 8 6 5 -7 -8 -9 9 10 -12
leaf_value=0.00011570385357864659 -0.0018886455206978928 0.0019290918512577977 -0.0014943823520920773 -0.0026764984254607428 -0.0005228648891614058 -0.0055086547815351933 0.0026784548949769825 0.0011207856727296333 -0.0012971942241031351 0.0041077333333975957 0.0015394791087821333
leaf_weight=0.0017528159330423834 0.0010883592685586576 0.0019513288774996177 0.0010344102786884746 0.0011516153084014692 0.001174645695773629 0.0012794071120824403 0.0011421767244732713 0.0015240307654458274 0.0010427089563769219 0.0011306653661484452 0.0014043785805620927
leaf_count=149 65 249 229 720 270 627 180 119 107 272 134
internal_value=0 0.000130124 -0.000147665 -0.000719542 -0.0017731 -0.00312218 0.000441373 -0.00051359 0.000847343 0.00152439 0.00268496
internal_weight=0 0.0145882 0.0126369 0.00802469 0.00420687 0.00245405 0.00381782 0.00267565 0.00461216 0.00357775 0.00253504
internal_count=3121 3056 2807 2065 1046 897 1019 839 742 513 406
is_linear=0
shrinkage=0.00824856


Tree=2335
num_leaves=19
num_cat=0
split_feature=1213 147 48 484 4 0 150 42 42 47 133 0 2 3 13 133 15 3
split_gain=0.000406254 0.000274741 0.000243859 0.000263723 0.000286508 0.000194451 0.000383427 0.000224309 0.000319269 0.000182443 0.000264109 0.000224268 0.000227836 0.000324436 0.00029204 0.0002104 0.000177326 0.000171135
threshold=-1.0000000180025095e-35 0.089025000000000007 0.12879500000000002 -0.0068949999999999992 0.40473500000000007 -0.23051499999999997 0.091355000000000006 0.10194000000000002 0.08623500000000002 0.11402500000000002 0.083950000000000011 -0.12333499999999999 0.090545000000000014 -0.0087149999999999988 -0.012119999999999997 0.10622000000000002 0.09006500000000002 0.090900000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 -5 7 8 9 10 11 17 13 -13 -14 -12 -10 -7
right_child=1 -3 -4 4 -6 6 -8 -9 16 -11 15 12 14 -15 -16 -17 -18 -19
leaf_value=-0.0009018589460034009 -0.00066839321489828849 0.00075242010308142258 -0.00063104120373020549 0.00063270417651754634 0.00066388901074619069 0.00045361466307145611 -0.00093568254154531235 -0.00055988590758054336 0.00026285665512007327 0.00057036481005216994 0.0008556372150414674 -0.0014353610364632727 0.00040721806297335444 -0.00026869285692236006 -0.00068433730625431274 -0.00011614520399945374 0.0010452077995399274 -0.00036103940570917216
leaf_weight=0.0011556361462332345 0.0011825160788390887 0.0011174613402974353 0.0013956085477819782 0.001073621464684032 0.0016940470940745153 0.0014403367544147932 0.0010131647351072767 0.0013452541759765022 0.001985797076041144 0.0010115861405548552 0.001023136116973182 0.0010031099580359122 0.0011799764969564475 0.0012060688990480758 0.0010772063319126057 0.0010243624187619149 0.0010012092769621783 0.0010063991449760223
leaf_count=491 458 122 82 37 229 82 155 173 263 21 159 281 73 38 200 113 109 35
internal_value=0 2.03767e-05 -1.92116e-05 2.51045e-05 7.04493e-05 9.11677e-06 -3.45909e-05 2.92322e-05 9.03868e-05 -3.9822e-05 -0.000108708 -0.000250328 -0.000452393 -0.000798436 -0.00011371 0.000369455 0.000525092 0.000118529
internal_weight=0 0.0217809 0.0206634 0.0192678 0.0180853 0.0163912 0.0153176 0.0143044 0.0129592 0.00997218 0.0089606 0.0069131 0.00446636 0.00220918 0.00225718 0.0020475 0.00298701 0.00244674
internal_count=3121 2630 2508 2426 1968 1739 1702 1547 1374 1002 981 709 592 319 273 272 372 117
is_linear=0
shrinkage=0.00151575


Tree=2336
num_leaves=19
num_cat=0
split_feature=1213 1374 457 11 48 1 160 2 133 52 15 3 4 12 0 42 13 3
split_gain=0.000478044 0.000222183 0.000213289 0.000258169 0.000172947 0.000304154 0.000331905 0.000211342 0.000206298 0.000319269 0.00017664 0.000185519 0.000155451 0.000301743 0.000278684 0.000211985 0.00015537 3.4681e-05
threshold=-1.0000000180025095e-35 -0.094929999999999987 0.088350000000000026 0.087830000000000005 -0.086869999999999989 0.10538500000000002 -0.090969999999999981 0.113445 0.10722500000000001 -0.087769999999999987 -0.016799999999999995 0.097915000000000016 -0.0016099999999999997 0.084100000000000022 -0.10224499999999999 0.08623500000000002 -1.0000000180025095e-35 -0.017889999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 -3 6 -6 10 9 -8 11 -7 13 17 -14 -15 -9 -11
right_child=1 2 -4 -5 5 7 8 16 -10 12 -12 -13 14 15 -16 -17 -18 -19
leaf_value=-0.0010649795261416875 -0.00070574466331745425 -0.00052792089355650198 0.00075165122610908902 -0.00073308319828919001 -0.00091924186293108629 0.00031962601716089146 -0.00061373955674936186 0.0013138889203857258 -0.00055607820178384126 0.00076321947981241505 0.00081306922969088711 -0.00059639324829353381 -0.00063723604600453526 -0.00037179637537223338 0.00048010854122555594 0.00065127556579100063 0.00043258538596669332 0.0012003310964094809
leaf_weight=0.0011608777732926108 0.0010520677468477393 0.0011863681174094079 0.0013605014520090475 0.0011468680494688402 0.0010889943163183294 0.001721778330275499 0.0012763000163911291 0.0011182612407055273 0.0013082060541115331 0.001092368197641802 0.0010050221037857243 0.0010293791173162647 0.0011700110235040029 0.0013091006713744288 0.0014646135494121859 0.0010745197319143585 0.0012174412276157315 0.0010253087399142401
leaf_count=491 55 61 116 118 328 172 382 158 293 71 51 40 95 279 134 134 93 50
internal_value=0 5.94001e-05 9.84864e-05 5.22867e-05 0.000102084 0.000146306 -2.55993e-05 0.000451335 7.45169e-05 0.000172582 0.00020062 -2.31138e-05 0.00031322 0.000505969 -1.60933e-05 8.93974e-05 0.000854526 0.000974854
internal_weight=0 0.0216471 0.020595 0.0192345 0.0180877 0.0169013 0.0108094 0.00609188 0.00972043 0.00841222 0.00375618 0.00275116 0.00713592 0.0045013 0.00263462 0.00238362 0.0023357 0.00211768
internal_count=3121 2630 2575 2459 2341 2280 1766 514 1438 1145 263 212 763 534 229 413 251 121
is_linear=0
shrinkage=0.00170698


Tree=2337
num_leaves=13
num_cat=0
split_feature=48 48 2 2 159 150 2 130 133 160 13 4
split_gain=6.07406e-05 0.000103549 9.20789e-05 9.21063e-05 9.98399e-05 0.000120313 0.000110579 0.000112273 0.000174052 0.000163888 0.000181255 6.58672e-05
threshold=0.12879500000000002 0.096390000000000017 -0.0091949999999999983 0.12043500000000001 0.091005000000000016 0.086615000000000011 0.10584500000000001 -0.0015749999999999998 -0.0061299999999999992 -1.0000000180025095e-35 -0.076599999999999988 -0.0016099999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 6 7 -4 -9 -10 -11 -12
right_child=-2 -3 3 -5 -6 -7 -8 8 9 10 11 -13
leaf_value=0.002318225660549116 -0.0020072347117090555 0.0022968107720116367 -0.0020584763367374327 0.0021349468057806648 -0.0031257478186279036 -0.002688496746849968 -0.0018614356401946263 -0.0019961265926642952 -0.0012605428596712391 0.0052371299008814 0.0025908934166826245 -0.00015748145299995504
leaf_weight=0.0010590541392952709 0.0010489263147714914 0.0014630756416226945 0.0010367088808802358 0.0010305172942856608 0.0010057090315359557 0.0013384484982989818 0.0017456195983117234 0.0011555208683654769 0.001069401366870627 0.0012393343788810749 0.0013079110519702728 0.0012617456629346914
leaf_count=165 90 215 228 265 239 203 236 473 392 192 366 57
internal_value=0 0.000130235 -0.000109001 -0.00031986 -0.000546529 -0.000291087 7.28792e-05 0.000550429 0.000998675 0.00170804 0.00254149 0.00124139
internal_weight=0 0.014713 0.01325 0.0121909 0.0111604 0.0101547 0.00881624 0.00707062 0.00603391 0.00487839 0.00380899 0.00256966
internal_count=3121 3031 2816 2651 2386 2147 1944 1708 1480 1007 615 423
is_linear=0
shrinkage=0.00858181


Tree=2338
num_leaves=12
num_cat=0
split_feature=133 3 50 3 2 2 3 2 0 3 15
split_gain=6.00548e-05 8.85832e-05 0.000103955 8.76423e-05 7.55387e-05 0.000101806 0.000102709 9.49301e-05 0.000109588 9.47291e-05 7.48103e-05
threshold=0.10622000000000002 0.16158000000000003 0.07826000000000001 -0.15447499999999995 0.088475000000000012 0.10699500000000002 0.092670000000000016 0.083215000000000011 -0.10151999999999999 0.11924500000000002 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 7 6 10 8 -5 -7 -6
right_child=-2 -3 -4 4 5 9 -8 -9 -10 -11 -12
leaf_value=0.0029798119372798923 -0.0021885726949955765 0.0028352246067702212 -0.0025846083532116101 0.0016496803152214736 -0.0014486599064142264 0.00065874559726174101 0.0043175108787543237 -0.0034999696137392382 -0.0018902830372532439 -0.003201354170249561 0.0019241503882692014
leaf_weight=0.0010341985434983063 0.0011416968432027856 0.0011103668332001293 0.0014194515106320362 0.0016421328305288307 0.0010060300409391945 0.0015941900438421726 0.0010492851443291151 0.001111899744942909 0.0017613209487224472 0.0010086995634210894 0.001751907024782895
leaf_count=160 435 149 474 60 289 329 68 562 366 37 192
internal_value=0 0.000159696 -6.23529e-05 0.000237005 -2.26277e-05 0.000665324 0.00169253 -0.000999261 -0.000182286 -0.000837161 0.000693829
internal_weight=0 0.0144895 0.0133791 0.0119597 0.0109255 0.00641011 0.00380722 0.00451535 0.00340345 0.00260289 0.00275794
internal_count=3121 2686 2537 2063 1903 915 549 988 426 366 481
is_linear=0
shrinkage=0.0098578


Tree=2339
num_leaves=17
num_cat=0
split_feature=1213 11 48 13 52 2 3 1 2 3 4 1 1 1 15 12
split_gain=0.000498498 0.000169997 0.000178942 0.00017604 0.000439327 0.000139727 0.000184629 0.000411252 0.000284117 0.000170634 0.000128544 0.000139214 0.000126746 0.000142906 0.000203184 0.000198504
threshold=-1.0000000180025095e-35 0.088215000000000002 -0.086869999999999989 -0.084034999999999985 0.10160000000000001 0.092120000000000021 0.12178000000000001 0.10538500000000002 0.09678500000000001 -0.080564999999999984 -0.077679999999999985 0.098220000000000016 0.13075500000000004 0.09253500000000002 -0.091964999999999977 0.089735000000000023
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 10 12 7 8 -7 -10 -4 -12 13 14 -5 -16
right_child=1 -3 3 5 -6 6 -8 -9 9 -11 11 -13 -14 -15 15 -17
leaf_value=-0.0010807455807432017 -0.0005127740275273784 -0.00059031707458918306 0.0010434644429157668 0.00041949287011036602 -0.00044461616236748778 0.00073511273094813492 -0.00031954104361591883 0.0010850457227973419 0.0001468770321448098 -0.00073892958633857777 -1.1417850741822922e-06 0.00077361160018144621 0.00031801502464287807 -0.0006334271018795959 -0.00073508848108831909 0.00014381936255607471
leaf_weight=0.0010771994128622999 0.0012501844520774732 0.0010443032519795717 0.0013558636802634139 0.0014061095978906242 0.0012763652763896557 0.0010421016552109585 0.0013810641773783772 0.0013855228071419281 0.0011659669707458076 0.0010874058504252923 0.0010909278873631025 0.0013337251962803331 0.0013002855228718682 0.0016764902066555912 0.0014621943446884913 0.0012193023514674856
leaf_count=491 76 112 88 89 151 153 51 167 129 275 312 153 45 256 371 202
internal_value=0 4.19041e-05 7.5878e-05 0.00011635 0.000371344 1.81157e-05 0.000197268 0.000349745 4.0601e-05 -0.000280585 0.000646826 0.000425026 -0.000135618 -0.00023795 -7.57485e-05 -0.000335441
internal_weight=0 0.0204778 0.0194335 0.0181833 0.00505688 0.0131264 0.00606206 0.004681 0.00329547 0.00225337 0.00378052 0.00242465 0.00706438 0.0057641 0.00408761 0.0026815
internal_count=3121 2630 2518 2442 704 1738 775 724 557 404 553 465 963 918 662 573
is_linear=0
shrinkage=0.00160853


Tree=2340
num_leaves=17
num_cat=0
split_feature=1213 475 147 52 42 49 15 4 52 12 12 151 4 403 2 16
split_gain=0.00042036 0.000168209 0.000127346 0.000214037 0.000183241 0.000179964 0.00020864 0.000185093 0.000219078 0.000270201 0.000156508 0.000193625 0.000239027 0.000152968 0.000154027 0.000151251
threshold=-1.0000000180025095e-35 -0.082549999999999998 0.088610000000000008 0.25317500000000004 -0.11466499999999999 -0.15986999999999998 -0.24436499999999997 -1.0000000180025095e-35 -0.089199999999999988 0.084225000000000008 -1.0000000180025095e-35 -0.0083949999999999979 0.076415000000000025 0.03138500000000001 0.095040000000000013 -0.015314999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 -3 -6 -7 8 -8 15 -9 -12 -13 14 -11 -10
right_child=1 2 -4 -5 5 6 7 10 9 13 11 12 -14 -15 -16 -17
leaf_value=-0.0011076578281933752 -0.00064278647230311275 -0.00061128815612959079 0.00067849256528820779 -0.00066189019044903766 0.00084989728112637615 0.00074469919055104644 -0.00041136351053932467 -0.00082407304101477505 0.001152503076742013 -0.00072923561509833344 -0.00065163808521673673 -0.00031604067536446207 0.00057761682745484193 0.00056881763813985639 0.00022668838902647765 0.00030224023286572606
leaf_weight=0.0010126341042109291 0.0010281310451713292 0.0010338793962559106 0.0010209044402222428 0.001206105935013981 0.0010273786485299726 0.0013577968355753213 0.0013498123979175094 0.001008501630709091 0.0014645849890839169 0.0010303617495293869 0.0012859760964203382 0.0017993157446621758 0.0018302397087730515 0.0010257353864497887 0.0010137087030819281 0.0011186680325645532
leaf_count=491 278 109 123 294 42 218 297 86 99 437 71 223 109 63 65 116
internal_value=0 4.27488e-05 8.06975e-05 4.59272e-05 9.81543e-05 0.000146056 9.54348e-05 2.72384e-05 0.000218861 0.000369344 -0.000199281 -7.10952e-05 0.000134595 2.01563e-05 -0.000255168 0.0007843
internal_weight=0 0.0196011 0.018573 0.0175521 0.016346 0.0153121 0.0142847 0.0129269 0.00700287 0.00565306 0.00592403 0.00491553 0.00362956 0.00306981 0.00204407 0.00258325
internal_count=3121 2630 2352 2229 1935 1826 1784 1566 1077 780 489 403 332 565 502 215
is_linear=0
shrinkage=0.00174112


Tree=2341
num_leaves=19
num_cat=0
split_feature=1213 1447 147 11 150 158 12 12 52 42 133 3 52 151 47 48 0 0
split_gain=0.000561298 0.00027172 0.000195422 0.000260668 0.000199624 0.000178795 0.000178479 0.000243662 0.000319219 0.000193809 0.000244251 0.000228791 0.000154564 0.000163445 0.000210253 0.00024173 0.000196073 0.000309749
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 0.089025000000000007 0.088065000000000018 0.116995 1.0000000180025095e-35 0.11650500000000001 0.10345000000000001 -0.24456499999999998 0.083995000000000014 0.084990000000000024 -0.082974999999999979 -0.077024999999999996 -0.072119999999999976 0.09550500000000002 0.084485000000000018 -0.11242999999999999 -0.077809999999999976
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 5 6 7 8 -3 12 11 -11 -10 -14 15 16 -15 -18
right_child=1 2 -4 -5 -6 -7 -8 -9 9 10 -12 -13 13 14 -16 -17 17 -19
leaf_value=-0.0010378068027661808 -0.00072364204243075372 -0.00055593430598197512 0.00068045036398432508 -0.00069496816407999212 -0.00057061436132162821 -0.00048325702953750863 -0.00046673249880455872 0.00088517022391749556 0.00048895144053023962 0.0011778769244076171 -3.7677454771733291e-05 0.00026797703008799722 -0.00052175479841844164 0.00066421712232206148 0.00056514441099443614 -0.00072318458020313421 -0.00071541098980921721 0.00031139400364854674
leaf_weight=0.0011804447319943004 0.0010346651491103835 0.0013675532477017043 0.0011466141628028509 0.0010586178291762663 0.0010312975531616827 0.0010781766257129356 0.0010028064628696256 0.0010872153778447016 0.0018601529321096641 0.0014164568330439151 0.0012936240055766634 0.0011506692085072618 0.0011618926402653948 0.0010632114561629716 0.0016385206577229638 0.001008944874240858 0.00112610024919973 0.0016848931363687694
leaf_count=491 255 240 122 109 65 265 67 101 190 50 325 197 85 53 66 56 268 116
internal_value=0 3.48131e-05 7.18701e-05 3.70322e-05 7.78781e-05 0.000115157 0.00015342 0.000192633 0.000141663 0.000212833 0.000499391 0.00077003 9.69112e-05 2.00021e-06 9.53117e-05 -6.23387e-05 0.000109763 -9.995e-05
internal_weight=0 0.0222114 0.0211767 0.0200301 0.0189715 0.0179402 0.016862 0.0158592 0.014772 0.0134045 0.00386075 0.00256713 0.00954372 0.00768356 0.00652167 0.00488315 0.0038742 0.00281099
internal_count=3121 2630 2375 2253 2144 2079 1814 1747 1646 1406 572 247 834 644 559 493 437 384
is_linear=0
shrinkage=0.00151575


Tree=2342
num_leaves=11
num_cat=0
split_feature=484 4 12 16 52 0 51 15 12 51
split_gain=5.59333e-05 7.62088e-05 7.55252e-05 6.81782e-05 0.000106597 0.000121865 8.76441e-05 0.000230544 0.000127794 8.16074e-05
threshold=-0.0068949999999999992 0.27044500000000005 0.10711000000000002 -0.014034999999999997 0.096795000000000006 -0.053834999999999994 0.081440000000000026 0.088235000000000022 0.079890000000000017 -0.081684999999999994
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 6 5 9 7 8 -2 -5
right_child=1 -3 -4 4 -6 -7 -8 -9 -10 -11
leaf_value=-0.0016339993277081839 -0.0011087359140738834 0.001458829952865115 -0.0019795569459591621 0.0027928229272514769 0.0024716664037272699 -0.0013064430940905472 0.0009438839030707 0.0011431181675613737 -0.0043142282618246625 -0.00012681255252012185
leaf_weight=0.001062887631891731 0.0019693854413693765 0.0019394949967316754 0.0010517395151861354 0.001003268821999026 0.0013435830455510028 0.0018142831432040344 0.0018089880930364233 0.0017696911146224403 0.0010091208124234294 0.0010523096726855474
leaf_count=503 107 346 196 205 88 232 260 395 507 282
internal_value=0 0.00010567 -9.90071e-05 6.90254e-05 0.000694193 7.70695e-05 -0.000428029 -0.000950706 -0.00219476 0.00129818
internal_weight=0 0.0147619 0.0128224 0.0117706 0.00521344 0.00386986 0.00655719 0.0047482 0.00297851 0.00205558
internal_count=3121 2618 2272 2076 807 719 1269 1009 614 487
is_linear=0
shrinkage=0.00732449


Tree=2343
num_leaves=17
num_cat=0
split_feature=1213 1374 475 457 1 3 15 15 2 42 151 1 42 43 1 2
split_gain=0.000629842 0.00028922 0.000211841 0.000224527 0.000229611 0.000292218 0.000238967 0.000243764 0.000217823 0.000219873 0.000179799 0.000248668 0.000167457 0.000174961 8.46829e-05 8.29387e-05
threshold=-1.0000000180025095e-35 -0.094929999999999987 -0.082549999999999998 0.080930000000000016 0.12811000000000003 0.11296500000000002 0.091915000000000011 0.088235000000000022 0.10467500000000002 0.090395000000000017 -0.0017399999999999998 0.10439500000000002 -1.0000000180025095e-35 -0.071044999999999983 0.086560000000000012 -0.0091949999999999983
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 6 -6 7 8 9 12 -10 -12 -4 -14 -15 -16
right_child=1 2 3 -5 5 -7 -8 -9 10 -11 11 -13 13 14 15 -17
leaf_value=-0.0011230027072303226 -0.00078982931084306703 -0.00060850523046118059 -0.00061353649386519248 0.00064108067521226396 0.00096243991570408097 -6.1652508349267993e-05 -0.00062528389680345292 0.00064973297676779456 -0.00031771685234725891 -0.00087015264292227815 9.6075079698972242e-06 0.00084024795612182225 0.00052734049345744402 0.00014750435583453574 -2.671999010707202e-05 -0.00067174623905038081
leaf_weight=0.0012723352826955877 0.001034276269369804 0.0010924074102099104 0.0012411878750323013 0.0019257464226079051 0.0015268894024876639 0.0013657513941227745 0.0014988112073684315 0.0015602375443708469 0.0011541349836110409 0.0010835152573714403 0.0019410926913528415 0.0017946519891485699 0.0014066785599911001 0.0015064470885005135 0.001016163143880533 0.0010474022886732826
leaf_count=491 55 253 313 194 121 116 334 151 76 196 186 134 301 121 30 49
internal_value=0 4.07137e-05 8.13075e-05 0.000118856 6.34259e-05 0.000478918 -1.53835e-05 5.10911e-05 -2.5523e-05 -0.000201478 0.000237207 0.000408647 -8.49564e-05 4.68716e-05 -0.000142446 -0.000354115
internal_weight=0 0.0221954 0.0211611 0.0200687 0.018143 0.00289264 0.0152503 0.0137515 0.0121913 0.00730139 0.00488988 0.00373574 0.00621788 0.00497669 0.00357001 0.00206357
internal_count=3121 2630 2575 2322 2128 237 1891 1557 1406 1010 396 320 814 501 200 79
is_linear=0
shrinkage=0.00160853


Tree=2344
num_leaves=11
num_cat=0
split_feature=41 1 3 16 484 457 0 0 3 2
split_gain=6.26455e-05 6.64097e-05 0.000158757 0.000100497 8.90485e-05 8.00827e-05 0.000147717 0.000153279 0.00016036 7.50415e-05
threshold=0.078065000000000009 0.10439500000000002 0.10893000000000001 -0.071854999999999988 0.085515000000000022 0.080930000000000016 -0.10224499999999999 -0.083914999999999976 -0.088084999999999983 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 4 9 -4 5 6 -1 -8 -9 -3
right_child=-2 2 3 -5 -6 -7 7 8 -10 -11
leaf_value=-0.0036503377352823689 -0.0023209000286287212 0.001332502421088573 0.0011896490302169948 -0.0028025642678830291 0.0022705965177283855 0.0014896739947745888 0.0021235605044964264 0.00059783772365220363 -0.0034039194554583577 0.0045099563790144247
leaf_weight=0.0016233481569181279 0.0010296923093847657 0.0019456223882913055 0.0011368468774032858 0.0012220779502880585 0.0010772226203578797 0.0013330928874676906 0.0016551328946198913 0.001865379561310096 0.0018758883691180938 0.0010793612768353524
leaf_count=208 154 211 144 66 254 141 678 323 726 216
internal_value=0 0.000144361 0.00100074 -0.00087858 -0.000344575 -0.00068184 -0.00109422 -0.000325292 -0.00140866 0.00246627
internal_weight=0 0.014814 0.00538391 0.00235892 0.00943006 0.00835284 0.00701975 0.0053964 0.00374127 0.00302498
internal_count=3121 2967 637 210 2330 2076 1935 1727 1049 427
is_linear=0
shrinkage=0.00966451


Tree=2345
num_leaves=12
num_cat=0
split_feature=11 52 52 13 160 1 3 1 52 4 43
split_gain=5.66247e-05 7.12565e-05 0.000118032 7.64357e-05 0.000161807 0.00016013 0.000121727 0.000118043 0.000110216 0.000122409 0.000160763
threshold=0.081790000000000015 0.19022000000000003 0.11008000000000001 -0.084034999999999985 -0.081639999999999976 0.08844500000000001 0.11296500000000002 0.10937500000000001 -0.085984999999999992 -0.0016099999999999997 -0.016814999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 5 -5 -1 7 8 -6 10 -10
right_child=-2 -3 -4 4 6 -7 -8 -9 9 -11 -12
leaf_value=-0.00064862127985144751 -0.0018465006314178848 -0.00189771079450616 0.0029311096080393245 0.0028045523559149976 -0.0035028074786313886 0.0031438830306323873 -0.0033557738246388137 0.0017631781051929934 -0.001242919138678104 -0.001922096667652688 0.0033012765447879753
leaf_weight=0.0016984958986363619 0.0011497872854318572 0.00117199178099374 0.0011553044718104278 0.0010578077634132892 0.0010026262264662637 0.0015851472800759679 0.0011458960889703107 0.0015331132909949989 0.0011594666464936768 0.0019458465427182577 0.001134264159230988
leaf_count=502 175 341 178 153 335 221 72 196 369 235 344
internal_value=0 0.000131584 0.000308833 6.17796e-05 -0.00034795 0.00118217 -0.000768939 -0.000331433 -0.000944014 -0.00033888 0.00100421
internal_weight=0 0.01459 0.013418 0.0122627 0.00897902 0.00328364 0.00792121 0.00677532 0.0052422 0.00423958 0.00229373
internal_count=3121 2946 2605 2427 1704 723 1551 1479 1283 948 713
is_linear=0
shrinkage=0.00858181


Tree=2346
num_leaves=17
num_cat=0
split_feature=1213 147 11 133 160 457 52 4 42 4 42 12 12 133 4 1
split_gain=0.00040699 0.000234496 0.000213634 0.000209738 0.000371648 0.000278398 0.000275647 0.000225346 0.000199633 0.00038274 0.000205184 0.000198818 0.000165484 0.000290797 0.000220279 4.08175e-05
threshold=-1.0000000180025095e-35 0.089025000000000007 0.087830000000000005 -0.083244999999999986 -1.0000000180025095e-35 -0.0029299999999999994 -0.013374999999999998 0.24564500000000003 0.088200000000000014 0.08184000000000001 0.092395000000000019 0.088305000000000008 0.084290000000000018 0.092845000000000011 -0.0016099999999999997 0.093575000000000019
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 11 6 -6 -5 8 9 12 -10 -2 14 -14 -7 -16
right_child=1 -3 -4 4 5 7 -8 -9 10 -11 -12 -13 13 -15 15 -17
leaf_value=-0.0011361785947343638 -1.8101190107369833e-05 0.00087106101868514091 -0.00078148894143337581 9.6240646160494001e-06 -0.00079509694207368037 0.00082145703792251023 -0.0010318628663569822 0.00088723277000348638 0.001177841989171102 -0.00095927313522783345 0.00011178844303080535 0.0010773656721638795 -0.00096202604101577969 0.0003648175567011636 -0.00022656722836173889 0.00025343731654149367
leaf_weight=0.0010122738582062875 0.0010157501226493023 0.0010579842197914807 0.0010961189227507431 0.0015139092547698831 0.0010146623532082963 0.0018192374647580944 0.0018564209357147211 0.0013594797654224869 0.0010088185947875195 0.001250763181317005 0.0014353758243214852 0.0011696748165461041 0.0010371595775991952 0.0011353199516035972 0.0013320178356521894 0.0010314722572544177
leaf_count=491 155 122 118 279 120 176 498 149 93 46 250 196 248 91 46 43
internal_value=0 4.09495e-05 -5.08928e-06 4.22424e-05 -3.05332e-05 0.000114191 -0.00056404 0.000195054 0.000101423 -4.33036e-05 0.000551792 0.00056821 0.000136968 -0.000268628 0.000347631 -1.70841e-05
internal_weight=0 0.0201342 0.0190762 0.0179801 0.0157946 0.0124243 0.00337033 0.0114096 0.0100502 0.00760597 0.00244419 0.00218542 0.00635521 0.00217248 0.00418273 0.00236349
internal_count=3121 2630 2508 2390 2039 1262 777 1142 993 650 343 351 604 339 265 89
is_linear=0
shrinkage=0.00181146


Tree=2347
num_leaves=13
num_cat=0
split_feature=403 0 1 0 15 150 151 16 1 16 160 4
split_gain=5.82575e-05 7.84114e-05 7.79792e-05 0.000130685 0.00018417 9.74256e-05 0.000218938 0.000100388 0.000112131 8.38471e-05 0.000202361 7.29847e-05
threshold=0.096440000000000012 0.15398500000000004 0.077565000000000009 -0.087634999999999977 0.035560000000000008 0.081835000000000019 -0.024429999999999997 -0.36241499999999999 0.12873500000000002 -0.056919999999999991 -0.027994999999999996 0.053180000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -5 7 -7 -4 9 11 -11 -9
right_child=-2 -3 5 4 -6 6 -8 8 -10 10 -12 -13
leaf_value=-0.0032679895660006762 -0.0017807056438808038 0.0020617978920386779 -0.0019583513968805034 -0.0022426740852165799 0.0020188158493234512 0.0040444957984502854 -0.00052732341445590981 -0.00067055964379806243 0.0020904733663645648 0.00072752984828122964 -0.0035679927202924861 0.0020958992172911595
leaf_weight=0.0010590236188752549 0.0010108946284943651 0.0011059192902199292 0.0014266342606724536 0.0011422155106200127 0.0012157246127097931 0.0011436150140587964 0.001299405435499168 0.0010467362535361555 0.001510704943770768 0.0013985763018075914 0.00116936128267878 0.0011758961913517219
leaf_count=432 233 54 198 419 579 179 108 262 99 195 311 52
internal_value=0 0.000110542 -4.82709e-05 -0.00104425 -4.55029e-05 0.000286333 0.00161281 -0.000133007 0.000280258 -0.000290593 -0.00122852 0.000793051
internal_weight=0 0.0146938 0.0135879 0.00341696 0.00235794 0.0101709 0.00244302 0.00772791 0.00630127 0.00479057 0.00256794 0.00222263
internal_count=3121 2888 2834 1430 998 1404 287 1117 919 820 506 314
is_linear=0
shrinkage=0.0076204


Tree=2348
num_leaves=11
num_cat=0
split_feature=133 3 50 52 47 1 43 2 16 16
split_gain=5.26318e-05 7.5338e-05 9.60447e-05 7.47076e-05 0.000140565 0.000113658 0.000108924 8.20909e-05 8.18695e-05 7.74131e-05
threshold=0.10622000000000002 0.16158000000000003 0.07826000000000001 -0.24456499999999998 0.10621500000000002 0.094385000000000011 -0.083134999999999987 0.11215000000000001 -0.091114999999999988 -0.0083599999999999976
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 6 -5 -7 -8 -10
right_child=-2 -3 -4 4 -6 7 8 -9 9 -11
leaf_value=-0.0018901060628654619 -0.00198215456406818 0.0025193426553513898 -0.0023972336580829192 0.0019420010062271391 -0.0025822644734927185 0.0035007941419457761 0.00064134469506171518 0.00038806492889927329 -0.003869516675485934 -0.00030067670369756386
leaf_weight=0.0013367681146135317 0.0011297237059952657 0.0011046554091435909 0.0014065610402808912 0.001997708529166183 0.0011892066472179398 0.0019989097096621512 0.001992539061961594 0.0012278482458215429 0.0010494942707454814 0.0011366036400575559
leaf_count=293 435 149 474 336 95 265 258 149 460 207
internal_value=0 0.000141451 -5.5521e-05 0.000220591 0.000486965 0.000875129 0.000122187 0.00231634 -0.000747823 -0.00201399
internal_weight=0 0.0144403 0.0133356 0.0119291 0.0105923 0.0094031 0.00617635 0.00322676 0.00417864 0.0021861
internal_count=3121 2686 2537 2063 1770 1675 1261 414 925 667
is_linear=0
shrinkage=0.00947501


Tree=2349
num_leaves=17
num_cat=0
split_feature=124 147 159 12 51 3 150 2 4 3 151 43 4 48 1 43
split_gain=0.000216084 0.000239566 0.00024444 0.000172036 0.000198219 0.000206637 0.000202478 0.000281971 0.000300074 0.000171053 0.000169565 0.000200451 0.000244768 0.000190585 0.00013479 0.000100884
threshold=0.08919500000000001 0.089025000000000007 -0.032739999999999991 0.10866500000000003 -0.076794999999999988 0.048265000000000009 -1.0000000180025095e-35 0.086590000000000014 0.27287000000000006 -0.078934999999999991 -0.030624999999999996 0.016310000000000002 0.033845000000000007 0.093265000000000015 0.09253500000000002 -0.088004999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 -4 -6 9 10 -8 -9 12 13 15 -11 -12
right_child=-2 -3 3 -5 6 -7 7 8 -10 14 11 -13 -14 -15 -16 -17
leaf_value=-0.00080527302212065005 0.0007062082914658991 0.00069312961987951481 1.4354293667160102e-05 -0.00058885870001394811 -0.00059758490454990738 -0.00090697547884632281 -0.0006762828867691484 0.0007669783406287821 0.0011051445071390881 0.00042383425855430795 0.00018507832880244226 0.00051523097550175109 -0.00075470315805001406 0.00069457822340294301 -0.00034033827162302147 -0.00044531298399868631
leaf_weight=0.0011733723763223567 0.0010207837559167146 0.0010556064483591065 0.0013534403225939273 0.0013971325262558147 0.0010672605006797906 0.0011780851176241836 0.0014202609520865238 0.0011017078518598903 0.001030075567667558 0.0011542758697479236 0.0013496973273271901 0.001990048961600599 0.0011085686239598741 0.0010299572698970749 0.0012374722310874199 0.0012795311343218856
leaf_count=409 60 123 344 188 103 83 615 128 127 64 110 166 101 66 178 256
internal_value=0 -5.25808e-05 -9.42946e-05 -4.71557e-05 -7.25397e-07 -0.000414401 7.53325e-05 0.000131875 0.000288816 -0.000234112 0.000181827 8.64317e-05 -9.25481e-05 0.000108055 2.84572e-05 -0.000121706
internal_weight=0 0.0199265 0.0188709 0.0176975 0.0163004 0.00253153 0.0137689 0.0127016 0.00888959 0.00381201 0.00785951 0.0067578 0.00476775 0.00365919 0.00239175 0.00262923
internal_count=3121 3061 2938 2529 2341 427 1914 1811 954 857 827 699 533 432 242 366
is_linear=0
shrinkage=0.00160853


Tree=2350
num_leaves=18
num_cat=0
split_feature=1213 14 11 124 484 3 2 457 40 133 0 47 160 2 3 1 13
split_gain=0.000600419 0.000344566 0.000302687 0.000304859 0.000318929 0.000323073 0.000282976 0.000263508 0.000282097 0.000325219 0.000407533 0.00054284 0.000437781 0.000365636 0.00031162 0.000176288 0.000165376
threshold=-1.0000000180025095e-35 0.023790000000000002 0.088215000000000002 -0.043384999999999993 -0.0068949999999999992 -0.12018999999999998 0.10613000000000002 -0.0029299999999999994 -0.063404999999999989 -0.085499999999999979 -0.10607499999999999 0.09550500000000002 0.032695000000000009 0.11215000000000001 -0.083924999999999986 0.10124500000000002 -0.084034999999999985
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 -5 6 -6 -7 -9 -10 13 12 14 15 -12 -11 -16
right_child=1 -3 -4 4 5 7 -8 8 9 10 11 -13 -14 -15 16 -17 -18
leaf_value=-0.0011379856087331826 0.00079305684195414322 -0.00089337220237580776 -0.00073814990499565341 -0.0007101870542304059 0.00014586482527392951 -0.00070945457619283529 0.0012231573972578157 -0.00059735334941374632 0.00085992081577117437 0.00045659727577872667 -7.9212295422913644e-05 0.00069075904762654387 0.00049982816288729936 -0.00020523038473524872 -0.00042675230821245569 0.0012558407388373748 -0.0012555872286299564
leaf_weight=0.0012182158189504013 0.0017076577131540397 0.0010133191007675171 0.001144278597536629 0.0013148770081731999 0.0013787986126976666 0.0011751135394106179 0.0012526668148811759 0.0014226080945268652 0.0016218993310502016 0.0018052594265816025 0.0017356716631965691 0.0015714637560839684 0.0011656043674397876 0.0014897404606790676 0.0010034012939295596 0.0012623608129196384 0.0018297066562882004
leaf_count=491 243 99 97 439 81 130 58 92 250 59 274 83 76 73 113 40 423
internal_value=0 4.28553e-05 8.43173e-05 0.000127614 7.08792e-05 0.000125757 0.000658693 3.85588e-05 9.75216e-05 0.000170827 7.66166e-05 -0.00016356 -0.000397679 0.00046164 -0.000626655 0.000785495 -0.000962039
internal_weight=0 0.0238944 0.0228811 0.0217368 0.0200292 0.0187143 0.00263147 0.0160828 0.0149077 0.0134851 0.0118632 0.00730585 0.00573438 0.00455736 0.00456878 0.00306762 0.00283311
internal_count=3121 2630 2531 2434 2191 1752 139 1613 1483 1391 1141 969 886 172 810 99 536
is_linear=0
shrinkage=0.0016407


Tree=2351
num_leaves=18
num_cat=0
split_feature=1213 147 11 403 160 12 160 457 42 43 4 4 0 2 49 133 43
split_gain=0.000439614 0.000193925 0.000206274 0.000182037 0.000258715 0.000338021 0.00028229 0.000278117 0.000332063 0.000238847 0.000313228 0.000279072 0.00031782 0.000225783 0.000231064 0.000202697 0.000114273
threshold=-1.0000000180025095e-35 0.089025000000000007 0.087830000000000005 0.03138500000000001 -1.0000000180025095e-35 1.0000000180025095e-35 -0.088854999999999976 -0.0029299999999999994 -1.0000000180025095e-35 -0.074359999999999996 0.24564500000000003 0.033845000000000007 -0.10224499999999999 0.10672500000000001 -0.047584999999999995 -0.083244999999999986 -0.087734999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 6 -2 -6 -9 16 11 13 -13 14 -11 -5 -10
right_child=1 -3 -4 15 7 -7 -8 8 9 10 -12 12 -14 -15 -16 -17 -18
leaf_value=-0.0010538960776779588 0.0004365075872548122 0.00072007727156536878 -0.00069363983976857783 0.00099031591215512495 -0.00073894159016542511 -0.0012347888300933548 -0.00066682257756631744 -0.00047755320553149577 0.00040977822130712385 0.00058327453449197623 0.00095180309862417695 -0.0011357565344098863 0.00015836824873841933 0.00081116459154607174 -0.00044000825028165134 -4.5367904422318627e-05 0.0010867069233176192
leaf_weight=0.0011010671561120363 0.00133954681696518 0.0010845675837710391 0.0011529393950401303 0.0011116475733368922 0.0010486603895730204 0.0010209254436451031 0.0012606234045337682 0.0019183976769778779 0.0016934179468948811 0.0010041939556302282 0.001070478942778591 0.0011126308717166467 0.0010175287004023925 0.0012815802974257551 0.0016070292162254718 0.0010101562104944941 0.0011886487654464784
leaf_count=491 97 122 118 121 121 602 104 404 110 39 86 31 39 84 248 76 228
internal_value=0 3.1015e-05 -6.6561e-06 3.57325e-05 -2.33871e-05 -0.000418801 -9.84127e-05 8.72425e-05 0.000160085 0.00028271 0.000117649 -3.06073e-05 -0.000517583 0.000235868 -4.6486e-05 0.000497244 0.000688963
internal_weight=0 0.020923 0.0198384 0.0186855 0.0165637 0.0036211 0.00260017 0.0129426 0.0118939 0.00997551 0.00709344 0.00602296 0.00213016 0.0038928 0.00261122 0.0021218 0.00288207
internal_count=3121 2630 2508 2390 2193 803 201 1390 1269 865 527 441 70 371 287 197 338
is_linear=0
shrinkage=0.00167351


Tree=2352
num_leaves=18
num_cat=0
split_feature=1213 147 484 48 4 12 39 160 457 3 4 16 42 16 13 0 2
split_gain=0.000377808 0.000229599 0.000238729 0.000206282 0.0002933 0.000240071 0.000168683 0.000267654 0.000171118 0.000195945 0.00015057 0.000186456 0.000162629 0.000212735 0.000190101 0.000158208 3.84722e-05
threshold=-1.0000000180025095e-35 0.089025000000000007 -0.0068949999999999992 0.12737000000000001 0.40473500000000007 0.11650500000000001 0.097050000000000011 -0.091944999999999985 -1.0000000180025095e-35 -0.13927999999999999 0.16173500000000005 0.0065250000000000004 -0.0060199999999999993 -0.056919999999999991 -0.084034999999999985 -0.053834999999999994 0.08622500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 6 7 -4 -9 -10 11 12 -11 14 -14 -13 -16
right_child=1 -3 3 -5 -6 -7 -8 8 9 10 -12 15 13 -15 16 -17 -18
leaf_value=-0.0010237849419273554 -0.00071883579035441616 0.00080593591915638775 -0.00065607343076116639 -0.00072156512659991064 0.00080777247009710881 -0.00081256924531629936 -0.00049517539442960393 -0.00047211992377214505 -0.00030530330084772953 -0.0004796982008551001 0.00090476973677160167 0.0011059817902794537 0.0010976493993040321 -0.00035402939569071414 0.00043516646029596125 0.00028484763881007392 -4.3254963662317732e-05
leaf_weight=0.0011252904189046889 0.0014025841687957353 0.0011439207123943159 0.0012483317802616392 0.0010606820754748272 0.0016105653047362367 0.0010388084852278037 0.0015102984874300054 0.001078520558238095 0.0016283731895891896 0.0012552053780526288 0.0013749048822326851 0.0012746067780111184 0.0010788285237875979 0.0013318395306041002 0.0010035661019984765 0.0017645669365387029 0.0011237521105817994
leaf_count=491 474 122 292 69 228 72 55 96 134 332 57 144 99 185 68 123 80
internal_value=0 3.13264e-05 -1.1304e-05 3.98945e-05 8.39759e-05 1.42207e-05 6.90211e-05 0.000129187 0.000205094 0.000266805 0.000358073 0.000272971 8.60762e-05 0.000242569 0.000490397 0.000629225 0.000182441
internal_weight=0 0.0219294 0.0207854 0.0193829 0.0183222 0.0167116 0.0156728 0.0141625 0.0129142 0.0118356 0.0102073 0.00883237 0.00579319 0.00453799 0.00320615 0.00303917 0.00212732
internal_count=3121 2630 2508 2034 1965 1737 1665 1610 1318 1222 1088 1031 764 432 247 267 148
is_linear=0
shrinkage=0.00177594


Tree=2353
num_leaves=16
num_cat=0
split_feature=1213 147 11 52 51 43 4 0 16 13 4 52 0 150 47
split_gain=0.000418199 0.000196793 0.000238324 0.000203957 0.000192997 0.00022433 0.000131074 0.000143242 0.000177248 0.000164882 0.000256191 0.000121386 0.000268871 0.000206539 0.000157214
threshold=-1.0000000180025095e-35 0.089025000000000007 0.087830000000000005 0.19022000000000003 -0.076794999999999988 -0.074359999999999996 0.27287000000000006 0.18019500000000002 0.22339500000000004 -0.084034999999999985 -0.077679999999999985 0.08976000000000002 -0.10011499999999998 0.087380000000000013 0.091680000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 -2 7 8 9 10 -6 12 13 14 -11
right_child=1 -3 -4 -5 6 -7 -8 -9 -10 11 -12 -13 -14 -15 -16
leaf_value=-0.00095269070609852401 0.00016420680883220167 0.00067277214389075757 -0.00069070116986101712 -0.00050342969604275545 0.0009889206697772969 -0.00073027949717715515 0.000603768072322695 0.00066194179117605781 -0.00046638391398978751 0.00073623010214316897 6.6562610546613772e-05 0.00040533657663099139 -0.00054022902039860092 -0.00036600201401522305 4.5444615667079623e-07
leaf_weight=0.0010343225821190889 0.0012659624622317076 0.0010552708384935694 0.0010815269761369475 0.0014477811481657379 0.0011589900682008603 0.0013114853430144114 0.0013813882114939837 0.0010001486803431501 0.0012862475897161838 0.0013851844883100419 0.0017165764794628367 0.0014360210308456134 0.0019866328686917898 0.0012432241866022764 0.0012872039735896124
leaf_count=491 243 122 118 333 86 191 227 22 130 103 282 165 548 30 30
internal_value=0 3.56737e-05 2.67271e-07 4.2e-05 8.99773e-05 -0.000290936 0.000160703 0.00011174 6.38896e-05 0.000130668 0.000438317 1.0113e-05 -8.60452e-05 0.00014439 0.000381831
internal_weight=0 0.0200436 0.0189884 0.0179068 0.0164591 0.00257745 0.0138816 0.0125002 0.0115001 0.0102138 0.00287557 0.00733827 0.00590225 0.00391561 0.00267239
internal_count=3121 2630 2508 2390 2057 434 1623 1396 1374 1244 368 876 711 163 133
is_linear=0
shrinkage=0.00151575


Tree=2354
num_leaves=13
num_cat=0
split_feature=484 42 4 3 43 4 160 42 0 1 1 2
split_gain=5.09147e-05 8.78184e-05 9.41999e-05 9.46793e-05 7.88073e-05 0.000142851 9.97121e-05 0.000101969 0.000103332 0.0001778 0.000114284 0.000114085
threshold=-0.0068949999999999992 0.10256000000000001 0.24564500000000003 -0.074479999999999977 0.12450000000000001 0.098655000000000007 -0.082299999999999984 -1.0000000180025095e-35 -0.052984999999999997 0.094385000000000011 0.089105000000000018 0.086950000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 -4 5 6 -2 -8 9 10 11 -9
right_child=1 -3 3 -5 -6 -7 7 8 -10 -11 -12 -13
leaf_value=-0.0021349427224237822 -0.0024070812778663802 -0.0024260264284036489 0.0043807387602980297 0.00041553671955235443 0.0021581516546930017 -0.0038348576779159045 -0.0021184471536078329 0.0043680132517752452 -0.0011138433594262149 0.004997427325350909 -0.0021182949672087208 -0.000292453258913475
leaf_weight=0.0010731191300820389 0.00137921315461922 0.0012432408243052773 0.0010770624386971517 0.0014003895331135335 0.0014520485850574713 0.0010614267775062589 0.0012156789083108445 0.0010120151073907983 0.0016104341175306198 0.0012950476508474251 0.001059868809273834 0.0011173753560213828
leaf_count=503 390 311 110 219 160 68 529 179 217 151 81 203
internal_value=0 0.000132603 0.000365122 0.00213939 -2.72401e-05 -0.000352671 7.26735e-05 0.000540514 0.00107088 0.00185547 0.000579633 0.00192248
internal_weight=0 0.0149238 0.0136806 0.00247745 0.0112031 0.00975106 0.00868963 0.00731042 0.00609474 0.00448431 0.00318926 0.00212939
internal_count=3121 2618 2307 329 1978 1818 1750 1360 831 614 463 382
is_linear=0
shrinkage=0.010055


Tree=2355
num_leaves=20
num_cat=0
split_feature=1213 147 11 456 150 484 42 16 130 403 160 15 2 0 52 0 2 2 4
split_gain=0.000417544 0.000297597 0.000300726 0.000252284 0.000234096 0.000283472 0.000168354 0.000178088 0.000243463 0.0002966 0.000198898 0.000189036 0.000176122 0.000160223 0.000377173 0.000315803 0.000166712 0.000145774 0.00011638
threshold=-1.0000000180025095e-35 0.089025000000000007 0.088215000000000002 0.087015000000000023 0.116995 -0.0068949999999999992 0.10256000000000001 -0.51370499999999997 -0.0015749999999999998 0.03138500000000001 -0.080719999999999986 -0.10653 0.091265000000000013 -0.059114999999999994 0.077655000000000016 -0.10151999999999999 0.10136500000000002 0.084655000000000022 0.0052350000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 -2 7 -7 -9 10 12 -12 -10 14 15 18 17 -15 -13
right_child=1 -3 -4 -5 -6 6 -8 8 9 -11 11 13 -14 16 -16 -17 -18 -19 -20
leaf_value=-0.00091753111190689008 -0.00066350031335463057 0.00074652216033924568 -0.0008201164354562112 -0.00072108643368304316 -0.00062944023824032524 0.00073593797050822737 -0.00033289820687455328 -0.00056033255225089148 0.00012813947397267498 0.00092383758905147432 0.00073229718592584603 -0.00039857444546948173 -0.000748783040936706 0.00022597840217558585 0.00075628344399477742 -0.00099923199305198673 -2.0430722859899138e-05 0.00098485040858990757 0.00024431469125936039
leaf_weight=0.0011465130870760417 0.0010585007390113794 0.0012254606260689921 0.0010311511914036222 0.0010061579208108995 0.0010767018866772718 0.0012694408842154727 0.0015440062623778275 0.0010464481269960709 0.001090638714692599 0.0011818679633269777 0.0014077043990274015 0.0010650383903665316 0.0010167262803946267 0.0011240835141733373 0.0010352565981843753 0.0010147971883187057 0.0015703991782904936 0.0012049786182961597 0.0016479620952143392
leaf_count=491 389 122 109 166 58 62 220 178 198 95 164 75 125 59 136 291 103 41 39
internal_value=0 2.00887e-05 -2.1526e-05 1.89179e-05 5.73875e-05 9.78468e-05 0.000144648 0.000191686 0.000143727 0.000198876 0.000128516 0.000217132 -0.000294943 0.000133415 -5.31059e-05 -0.000277884 0.000361244 0.000618593 -8.0633e-06
internal_weight=0 0.0226173 0.0213919 0.0203607 0.0193546 0.0182778 0.0172193 0.0156753 0.0144059 0.0133595 0.0121776 0.0100702 0.00210736 0.00866252 0.00476305 0.0037278 0.00389946 0.00232906 0.002713
internal_count=3121 2630 2508 2399 2233 2175 1786 1566 1504 1326 1231 908 323 744 541 405 203 100 114
is_linear=0
shrinkage=0.00151575


Tree=2356
num_leaves=17
num_cat=0
split_feature=1213 124 123 4 133 160 474 12 151 13 15 52 12 457 15 3
split_gain=0.000392736 0.000189961 0.000203563 0.000332295 0.000306663 0.000321924 0.000400877 0.000256382 0.000320884 0.000252278 0.000186119 0.000296722 0.000167101 0.000250424 0.000242933 0.000136819
threshold=-1.0000000180025095e-35 0.10195500000000002 1.0000000180025095e-35 -0.49405499999999997 -0.085499999999999979 -1.0000000180025095e-35 0.084660000000000027 -1.0000000180025095e-35 -0.090369999999999992 -0.099939999999999987 -0.10653 0.077655000000000016 0.098330000000000015 0.080930000000000016 -0.026084999999999994 0.084940000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 -5 6 15 -7 -9 -10 -11 12 13 14 -12 -6
right_child=1 -3 -4 4 5 7 -8 8 9 10 11 -13 -14 -15 -16 -17
leaf_value=-0.00089532262501342442 -0.00073624704509255479 0.00066747936749016201 0.00054602780500990762 0.00062509969050294394 -0.0012561137956106031 -0.00061289935784769221 0.00025159722298737195 -0.00061964560392914372 0.00071844067057574997 0.00068535796356908936 -0.00017405178968082915 0.00055821620387362745 0.00033760366202786218 0.00018005011519519747 -0.0010835525121276469 -0.00047948000156988513
leaf_weight=0.0010436179319043551 0.0013811301859125704 0.0010100184682469695 0.0014341932034601509 0.0016765070292958 0.0010003485037340101 0.0011222356176678406 0.0010929872699615567 0.0011260095205452023 0.0018143296238746194 0.0010645710536971694 0.0014864990286979256 0.0017116196453181853 0.0011981812817117507 0.0015615391378789312 0.001150471393562431 0.0010033404104490273
leaf_count=491 138 42 240 325 497 92 170 77 101 76 191 241 117 59 215 49
internal_value=0 3.88364e-05 6.80749e-06 -3.52456e-05 2.16769e-05 -4.43049e-05 -0.000472326 6.40231e-05 0.00013238 0.000217167 0.000105888 1.91038e-05 -0.000151882 -0.000291572 -0.000570854 -0.000867217
internal_weight=0 0.020834 0.019824 0.0183898 0.0170086 0.0153321 0.00309668 0.0122355 0.0111132 0.00998721 0.00817288 0.00710831 0.00539669 0.00419851 0.00263697 0.00200369
internal_count=3121 2630 2588 2348 2210 1885 716 1169 1077 1000 899 823 582 465 406 546
is_linear=0
shrinkage=0.00148603


Tree=2357
num_leaves=12
num_cat=0
split_feature=11 3 16 12 51 151 2 1 15 4 4
split_gain=5.43424e-05 6.96442e-05 7.38482e-05 0.000115542 0.000176245 0.000124974 9.76568e-05 5.99256e-05 8.32546e-05 9.10943e-05 0.000123444
threshold=0.081790000000000015 -0.12018999999999998 -0.27167499999999994 -0.010834999999999999 -0.076794999999999988 -0.024429999999999997 0.10803500000000001 0.11323000000000001 0.088655000000000025 -0.0029599999999999995 -0.084369999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 6 -4 -5 -6 -3 8 9 10 -7
right_child=-2 2 3 4 5 7 -8 -9 -10 -11 -12
leaf_value=0.0020633310357141802 -0.0022361893056770635 0.00016968363133308386 0.0027595133006646714 -0.0034997452146022282 0.0036937654173843488 -0.00092963656941973517 -0.0041419460035397636 0.0020090530484076843 -0.0033890719723247732 -0.0019195466673620702 0.003967204620855343
leaf_weight=0.0018956272568568253 0.0011694381499856013 0.0013008387180555719 0.0017535764047134994 0.0015553146144602287 0.0011447498313020086 0.0012446594842520373 0.0011071740365802283 0.0011866015485839654 0.0010131773420204264 0.0016069256481116775 0.0011078475471342671
leaf_count=180 175 171 276 400 225 277 153 84 550 261 369
internal_value=0 0.000152452 -0.000125741 0.000257035 -0.000238298 0.000456199 -0.00181275 -0.000145534 -0.000659678 3.8745e-05 0.00137639
internal_weight=0 0.0149165 0.0130209 0.0106129 0.00885928 0.00730396 0.00240801 0.00615921 0.00497261 0.00395943 0.00235251
internal_count=3121 2946 2766 2442 2166 1766 324 1541 1457 907 646
is_linear=0
shrinkage=0.0106704


Tree=2358
num_leaves=18
num_cat=0
split_feature=1213 147 11 124 52 123 4 133 52 12 4 1 0 51 4 12 0
split_gain=0.00047881 0.000284671 0.000280269 0.00017104 0.000214743 0.000261359 0.000283843 0.000340091 0.000265217 0.000151149 0.000238885 0.000220244 0.000150241 0.000195075 0.000124044 0.000107602 4.34613e-05
threshold=-1.0000000180025095e-35 0.089025000000000007 0.087830000000000005 0.10093000000000002 0.19022000000000003 1.0000000180025095e-35 -0.49405499999999997 -0.085499999999999979 0.077655000000000016 0.097825000000000009 -0.04890499999999999 0.11507500000000002 -0.10011499999999998 0.086685000000000012 0.024790000000000003 0.084290000000000018 -0.11756999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 6 -2 -8 9 10 -9 12 13 14 -12 -10 -16
right_child=1 -3 -4 -5 -6 -7 7 8 15 -11 11 -13 -14 -15 16 -17 -18
leaf_value=-0.0010382410332159956 -0.00074920311685105318 0.00081563330298760621 -0.0007547618787930745 0.00068121478779354012 -0.0006410956275072746 0.0007484235568869 0.00074652677511311829 -0.00075037917669756838 0.00083839120823600598 0.00029387403187076543 0.00080858231797579247 -0.00076994054354482676 -0.00047269545045030209 -0.00036104909422055617 -4.3414075576671306e-05 0.0001567492446188884 0.00038455834081552165
leaf_weight=0.0010683011897795044 0.0011611893628407045 0.0011252843415748689 0.0011516898902297337 0.0010000940152849183 0.0011732593663838073 0.0012567912514483805 0.0016005871779108333 0.0016887850109796269 0.0010222310932137555 0.0017168145531510854 0.0010338885453879936 0.0010092317667414544 0.0011945128747344637 0.0013217111771197665 0.0012783617417737592 0.0013191079600078925 0.0010960458826358987
leaf_count=491 88 122 118 43 328 213 277 232 59 160 41 118 501 39 51 218 22
internal_value=0 4.38489e-05 4.77724e-07 4.65658e-05 1.10527e-05 5.68714e-05 5.89164e-07 6.15537e-05 -2.49053e-05 -0.000133433 -0.000218514 -8.89725e-05 2.70292e-05 0.000153229 0.000352663 0.000454355 0.000154141
internal_weight=0 0.0211496 0.0200243 0.0188726 0.0178725 0.0166993 0.0154425 0.0142813 0.0126807 0.0103394 0.00862254 0.00693375 0.00592452 0.00473001 0.0034083 0.00234134 0.00237441
internal_count=3121 2630 2508 2390 2347 2019 1806 1718 1441 1164 1004 772 654 153 114 277 73
is_linear=0
shrinkage=0.00157699


Tree=2359
num_leaves=12
num_cat=0
split_feature=403 475 130 43 160 52 52 4 42 4 2
split_gain=5.49538e-05 8.14851e-05 7.65961e-05 0.000124149 0.000142358 0.00017156 0.000137587 0.000129534 0.00010963 9.49147e-05 0.00015759
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -1.0000000180025095e-35 0.16180500000000003 -1.0000000180025095e-35 0.077655000000000016 0.11434500000000002 0.24564500000000003 0.08623500000000002 0.033845000000000007 0.090545000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 -4 7 -7 8 9 10 -6
right_child=1 2 3 -5 5 6 -8 -9 -10 -11 -12
leaf_value=-0.0022999709798294842 -0.002267003402802341 -0.0022081890754051619 -0.0017195386315111273 -0.0028146626340949787 -0.0027201125143266596 0.0053911009267847655 0.00080830560889327808 0.0028760052776380263 0.0025248679613633267 -0.0029469419828652274 0.002248388970156385
leaf_weight=0.0010011424571528876 0.0013066220517015644 0.0010815886970429881 0.0018125266878266924 0.0010035074688962706 0.0011110780301548818 0.001597306600093551 0.001131525718321702 0.0017818966650069903 0.0011330067724661819 0.00158068037478519 0.0015399522806666677
leaf_count=756 472 144 497 170 173 134 87 232 218 55 183
internal_value=0 0.000132732 0.00036039 0.000579289 0.000870687 0.00134609 0.00349082 0.000527161 -0.00025301 -0.000996764 0.000166031
internal_weight=0 0.0150797 0.0137731 0.0126915 0.011688 0.00987545 0.00272883 0.00714661 0.00536472 0.00423171 0.00265103
internal_count=3121 2365 1893 1749 1579 1082 221 861 629 411 356
is_linear=0
shrinkage=0.010055


Tree=2360
num_leaves=13
num_cat=0
split_feature=41 2 1 16 160 160 151 133 43 160 2 43
split_gain=5.49369e-05 8.8366e-05 5.44093e-05 7.35827e-05 0.000163327 0.00013486 9.46481e-05 0.000131519 0.000116116 0.000100009 8.56907e-05 0.000101118
threshold=0.078065000000000009 -1.0000000180025095e-35 0.13869000000000004 -0.014034999999999997 -0.081969999999999987 -1.0000000180025095e-35 -0.0083949999999999979 -1.0000000180025095e-35 -0.086909999999999987 0.0030550000000000004 0.10644500000000001 -0.074359999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 5 -5 -3 -7 -8 -9 -10 11 -6
right_child=-2 2 -4 4 10 6 7 8 9 -11 -12 -13
leaf_value=0.0033695323400043009 -0.0027454270790127143 -0.0050182278142160358 0.0026310509515240321 0.0048556221931209806 0.00047280012360252318 -0.0033890337479941185 -0.003002281823346623 -0.001972922492890251 0.0048243431421172919 -3.1625536776777008e-05 0.0018935156447448327 -0.0043874743345135381
leaf_weight=0.0011929508521141873 0.001038776171771171 0.0011282596680188698 0.0010092035199324332 0.0011530445694607205 0.001421799791700519 0.0012787696881010353 0.001299920188977411 0.0010242873768330635 0.0015953112189015608 0.001060872969398453 0.0015818133514888394 0.0011741735511917048
leaf_count=177 154 415 100 223 313 133 557 144 294 88 257 266
internal_value=0 0.000169768 -0.000108299 -0.000325669 0.000771832 -0.00111764 -0.000414525 0.000349212 0.00153294 0.00288488 -0.00035527 -0.00172553
internal_weight=0 0.0149204 0.0137275 0.0127183 0.00533083 0.00738742 0.00625916 0.00498039 0.00368047 0.00265618 0.00417779 0.00259597
internal_count=3121 2967 2790 2690 1059 1631 1216 1083 526 382 836 579
is_linear=0
shrinkage=0.0122569


Tree=2361
num_leaves=17
num_cat=0
split_feature=1213 11 133 160 12 457 4 47 4 160 403 1 2 52 49 15
split_gain=0.000388256 0.000155923 0.000161478 0.000224043 0.000296992 0.000204181 0.000311314 0.000182928 0.00026853 0.000174795 0.000167102 0.000162963 0.000119827 0.00023208 0.000416419 0.000110676
threshold=-1.0000000180025095e-35 0.088215000000000002 -0.083244999999999986 -1.0000000180025095e-35 1.0000000180025095e-35 -0.0029299999999999994 0.24564500000000003 0.09550500000000002 0.033845000000000007 -0.087429999999999994 0.08332500000000001 0.102705 0.10136500000000002 0.077655000000000016 -0.047584999999999995 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 10 4 9 -5 7 8 11 -4 -2 12 13 14 -7 -10
right_child=1 -3 3 5 -6 6 -8 -9 15 -11 -12 -13 -14 -15 -16 -17
leaf_value=-0.00093615673480908852 5.0528167876142405e-05 -0.00054346697709923902 0.00039129585318296433 -0.00052366619147362829 -0.0010003366784417489 0.00050695523296875498 0.00079622753380261446 0.0005820012865682359 -0.00084718627092048341 -0.0004365678370505039 0.00091899504357144683 0.00072242964404624365 -0.00035341716583304843 0.00059317846013789998 -0.00083604860197486757 -0.0001511504383026031
leaf_weight=0.001002456883690008 0.0010599970872112478 0.0010017904477517261 0.0012288076268494597 0.0010623651342773774 0.0010578337120020894 0.001119509891701842 0.0016987609113930909 0.0014823213226065066 0.0010136277759801304 0.0012098679748318297 0.0010583169789236124 0.0010155527915879925 0.0013398182152865035 0.0017974181073727724 0.0010883811339640163 0.0011838230694536378
leaf_count=491 248 112 104 124 584 66 210 96 87 113 109 149 96 215 280 37
internal_value=0 5.05412e-05 8.28533e-05 3.06608e-05 -0.000316187 0.000125396 0.000184134 8.05729e-05 -6.27761e-06 -1.94212e-05 0.000484417 0.000154691 4.68234e-05 0.000180708 -0.000155079 -0.000472214
internal_weight=0 0.0194182 0.0184164 0.0162981 0.00349651 0.0128016 0.0117392 0.0100405 0.00855813 0.00243868 0.00211831 0.00636068 0.00534513 0.00400531 0.00220789 0.00219745
internal_count=3121 2630 2518 2161 801 1360 1236 1026 930 217 357 806 657 561 346 124
is_linear=0
shrinkage=0.00154607


Tree=2362
num_leaves=12
num_cat=0
split_feature=1 16 43 133 15 15 3 2 16 151 0
split_gain=5.57196e-05 0.00012785 0.000166645 0.000114987 7.72983e-05 0.000140598 0.000162574 0.000229725 0.000136438 0.000112622 9.11107e-05
threshold=0.077565000000000009 0.19444000000000003 -0.088704999999999992 0.0033250000000000003 0.035560000000000008 -0.016799999999999995 0.097915000000000016 0.099515000000000006 -0.071854999999999988 -0.0064299999999999991 -0.091794999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 5 6 7 9 -8 -2 -11
right_child=4 -3 3 -5 -6 -7 8 -9 -10 10 -12
leaf_value=-0.004548107297467424 0.0024930627706826534 0.0014677032730818949 -0.0019710126225628267 0.0019926027339606908 -0.0012648253772309004 0.0031594646844467374 0.00017415547325786888 0.0048514668226969249 -0.0041695017172234013 -0.0024016686038345987 0.0011285686544694193
leaf_weight=0.0011639380677757674 0.0011071510849285137 0.0014849890046293723 0.0015159903900498154 0.0010124787847163403 0.0019782050214189944 0.0016103202328776054 0.0013685550236678876 0.001081965018059859 0.0010676701329175309 0.001516577181183692 0.0010102584156664578
leaf_count=303 114 196 638 499 400 257 157 208 55 115 179
internal_value=0 -0.00078896 -0.00169653 -0.000383856 0.000361196 0.000728284 0.000180901 0.00116777 -0.00172944 7.10039e-05 -0.000990238
internal_weight=0 0.0051774 0.00369241 0.00252847 0.0107407 0.0087625 0.00715218 0.00471595 0.00243623 0.00363399 0.00252684
internal_count=3121 1636 1440 1137 1485 1085 828 616 212 408 294
is_linear=0
shrinkage=0.00910708


Tree=2363
num_leaves=19
num_cat=0
split_feature=147 11 52 403 1374 48 151 403 2 3 3 15 4 43 150 3 47 0
split_gain=0.000290125 0.000180069 0.000172187 0.0001761 0.000188988 0.0001728 0.000216931 0.0002258 0.000182703 0.000237672 0.000141509 0.00020568 0.000264641 0.000165767 0.000118579 0.000139546 6.34257e-05 2.85252e-05
threshold=0.089025000000000007 0.087830000000000005 0.19022000000000003 0.10301500000000001 -0.08070999999999999 0.082620000000000013 -0.00099499999999999979 -1.0000000180025095e-35 0.11293500000000002 0.11296500000000002 -0.116045 -0.016799999999999995 0.033845000000000007 -0.084004999999999982 0.085075000000000026 0.10732000000000001 0.09585500000000001 -0.091794999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 6 -6 -8 9 10 -9 16 13 -13 15 17 -12 -7
right_child=-2 -3 -4 -5 5 14 7 8 -10 -11 11 12 -14 -15 -16 -17 -18 -19
leaf_value=-0.00061257376779188881 0.00080164394318817643 -0.00069330595449733476 -0.00055772978365553258 -0.00060097346661930253 -0.00067131328210546821 0.0006409964034925766 -0.00061656604891676021 -0.00034180766150944717 0.00074410535215147552 -0.00063395913824984096 0.00017450613457763682 0.00072450463831108568 0.0011934873099269327 -0.00013546288365120411 0.0007778815615786742 -0.00027798725310656082 -0.00036684254911063428 0.00025719421592197342
leaf_weight=0.0010133880521694385 0.001063247082516496 0.001099789142165907 0.0014467370009446775 0.0011102567190638115 0.0011243028460308302 0.0010011915374229588 0.0010954878668330047 0.001126626048546962 0.0011897255948783133 0.0010777913690621643 0.0011158070036793944 0.0010080169388118204 0.001069279846053206 0.0013656664360522453 0.0013236195989841937 0.0010367775411666003 0.0011241162086347289 0.0010029583550592016
leaf_count=54 124 118 341 197 174 128 656 84 204 38 277 72 19 232 115 59 65 164
internal_value=0 -6.02866e-05 -2.40867e-05 1.9323e-05 6.06242e-05 0.000104184 -8.36935e-07 7.32665e-05 0.000156521 6.78894e-05 0.000178976 0.000282221 0.000529047 0.000229734 0.000376012 0.000201091 -9.71723e-05 0.000448926
internal_weight=0 0.0203315 0.0192317 0.017785 0.0166748 0.0156614 0.0112968 0.0101725 0.00907703 0.0078873 0.00680951 0.00568289 0.00344296 0.00237368 0.00436455 0.00304093 0.00223992 0.00200415
internal_count=3121 2997 2879 2538 2341 2287 1821 1647 991 787 749 665 323 304 466 351 342 292
is_linear=0
shrinkage=0.00160853


Tree=2364
num_leaves=19
num_cat=0
split_feature=1213 147 11 456 159 43 4 3 403 42 159 2 3 150 49 0 12 2
split_gain=0.000497887 0.000282994 0.000308076 0.00027909 0.000281576 0.000279821 0.000512928 0.000241901 0.00023234 0.000202446 0.000195216 0.000190708 0.000526163 0.000330549 0.00023852 0.000220915 0.000192216 0.000206039
threshold=-1.0000000180025095e-35 0.089025000000000007 0.089270000000000002 0.087485000000000021 -0.032739999999999991 -0.45785999999999999 -0.49405499999999997 -0.14989499999999997 0.03138500000000001 -1.0000000180025095e-35 0.10519500000000001 0.11215000000000001 0.10299500000000002 0.087380000000000013 -0.0090649999999999984 -0.18113999999999997 0.086915000000000006 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 -6 -7 -8 9 -9 11 12 13 14 -11 -13 17 -16
right_child=1 -3 -4 -5 5 6 7 8 -10 10 -12 15 -14 -15 16 -17 -18 -19
leaf_value=-0.0010848772395644041 -0.00059385879358163677 0.00083151187614326216 -0.0009175789228317657 -0.00085582003011596135 0.0010002257448189522 -0.00092593295090792182 0.00095958864028869092 -0.0005091198467886965 0.00069596254310141882 0.00088848132276714406 -0.00060217678345429889 -0.00085073614929749174 0.0012366688277460334 -0.00064002247052524579 -0.00019897358210928695 0.00025745976964221327 -0.000467268707329905 0.00075980930314559008
leaf_weight=0.0012625435472118493 0.0017202217217322123 0.0012858305255625249 0.0010756439600272385 0.001011874076816229 0.0010853146229958767 0.0013902459771650754 0.0011118225021893241 0.0017727455323260132 0.0018581109582928848 0.0015151101974970049 0.0010295666647306212 0.0010356566874980544 0.0015229485527723796 0.0014277648660647735 0.0012071922197377238 0.0011517774920305696 0.0013190374767545268 0.0015542967677833301
leaf_count=491 378 122 103 154 52 94 93 409 145 107 150 31 47 131 72 143 261 138
internal_value=0 3.68054e-05 -8.03394e-06 3.70227e-05 8.06636e-05 0.000141793 8.97333e-05 0.000175279 0.000118634 3.93834e-05 0.000122043 0.000191509 0.000308922 0.00010775 0.000298549 -0.000267224 7.95056e-05 0.000340675
internal_weight=0 0.0240752 0.0227893 0.0217137 0.0207018 0.0189816 0.0178963 0.016506 0.0153942 0.0135361 0.0117634 0.0107338 0.00854635 0.0070234 0.00559564 0.00218743 0.00408053 0.00276149
internal_count=3121 2630 2508 2405 2251 1873 1821 1727 1634 1489 1080 930 756 709 578 174 471 210
is_linear=0
shrinkage=0.00174112


Tree=2365
num_leaves=13
num_cat=0
split_feature=11 2 2 1 1 3 52 12 13 2 0 0
split_gain=5.73186e-05 6.46171e-05 7.28184e-05 0.000137206 0.000124163 0.000100178 0.000131967 0.000176677 0.00018853 0.000277124 0.000166785 6.10805e-05
threshold=0.081790000000000015 -1.0000000180025095e-35 0.088225000000000012 0.13075500000000004 0.091900000000000023 -0.11255999999999998 -0.013374999999999998 0.091475000000000015 -0.082199999999999981 0.10699500000000002 -0.15202999999999997 -0.084269999999999984
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 11 -4 10 8 -8 -10 -7 -3
right_child=-2 2 5 -5 -6 6 7 -9 9 -11 -12 -13
leaf_value=0.0024124348303333526 -0.0019895593397312545 -0.0021401485090266738 0.0026921722369541499 0.0020008802549654121 -0.0040585948806786771 -0.0010622730992143881 -0.0030639386150382473 -0.0038015744925999177 0.0045640196447264136 -0.0015728962304455165 0.0035254272686419301 0.00094751995892168226
leaf_weight=0.0010076779413133426 0.0011754552585592206 0.0010337797433176317 0.0014520791933184977 0.0010351329170121895 0.001352620121393918 0.0011625957464076464 0.0010861743262004335 0.0013129258624635688 0.0012970847230482033 0.0012437938347059276 0.0016603480649168599 0.001188334321358034
leaf_count=171 175 637 111 28 276 38 187 385 145 110 495 363
internal_value=0 0.000141447 -2.40825e-05 -0.000977258 -0.00183964 0.00045275 3.38593e-05 -0.000881703 0.000175236 0.00155992 0.00163604 -0.000488936
internal_weight=0 0.0148325 0.0138249 0.00460987 0.00357473 0.009215 0.00776292 0.00493998 0.00362705 0.00254088 0.00282294 0.00222211
internal_count=3121 2946 2775 1304 1276 1471 1360 827 442 255 533 1000
is_linear=0
shrinkage=0.00928922


Tree=2366
num_leaves=20
num_cat=0
split_feature=1213 456 1374 457 11 133 15 133 160 3 2 159 13 12 13 2 16 43 15
split_gain=0.000562687 0.000316814 0.000281469 0.000325509 0.000426304 0.000195688 0.000329949 0.000282799 0.00028178 0.000266466 0.000186833 0.000157099 0.000160176 0.000344136 0.000299138 0.0004473 0.000237528 0.000152095 9.00009e-05
threshold=-1.0000000180025095e-35 0.087485000000000021 -0.094929999999999987 0.088350000000000026 0.088215000000000002 -0.083244999999999986 -0.095244999999999982 -0.17773999999999998 -0.098904999999999979 0.099930000000000005 0.091055000000000011 1.0000000180025095e-35 -0.099939999999999987 0.097145000000000023 0.016935000000000002 0.084055000000000005 -0.074319999999999983 -0.25681499999999996 -0.10324499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 7 9 -4 -8 10 18 12 13 -10 15 -14 -17 -16 -7
right_child=1 -3 3 -5 -6 6 8 -9 11 -11 -12 -13 14 -15 17 16 -18 -19 -20
leaf_value=-0.0010763438388405975 -0.00071217940987462346 -0.00083771771421983462 -0.00010005522446040376 0.00090816700278342538 -0.00089690949381600858 6.2758849584793316e-05 -0.00080213386744126586 0.00098763925844182567 0.0011088438518738774 -0.00012439486050132238 0.0011460048576985389 -0.00058001384699998479 0.000366913834490061 -0.00019255247928424201 -4.5834480803483753e-06 -0.0012687138837121231 -0.00032014894351469641 0.00072476895443749061 0.00070072162031143792
leaf_weight=0.0012013740558974714 0.0010905822668267886 0.0010008359966775715 0.0010209944769943857 0.0011969158221366077 0.0010911737147050174 0.0011365000917019381 0.0012427528976914773 0.0014229356436713829 0.001000716969610232 0.0016769949133476902 0.0011946735817929422 0.0010652161165385738 0.0015345806578676768 0.0010207619782534039 0.0014850364024452389 0.0010878272696878159 0.0016557396589113567 0.0013642559657129627 0.0010655308228633047
leaf_count=491 40 165 198 94 107 118 252 149 44 97 159 209 282 20 56 174 330 101 35
internal_value=0 3.03181e-05 6.91833e-05 0.00010926 6.16055e-05 0.000116727 5.51493e-05 0.000533236 -9.3115e-05 0.000389944 0.000643879 -6.84871e-06 5.98854e-05 0.000451693 -5.12389e-05 -0.000314895 -0.000696256 0.000344634 0.00037146
internal_weight=0 0.023354 0.0223532 0.0212626 0.0200657 0.0189745 0.0165306 0.00244393 0.0114569 0.0050737 0.0033967 0.0102141 0.00914892 0.00202148 0.00712744 0.00427815 0.00274357 0.00284929 0.00220203
internal_count=3121 2630 2465 2425 2331 2224 1877 347 1468 409 312 1216 1007 64 943 786 504 157 153
is_linear=0
shrinkage=0.00157699


Tree=2367
num_leaves=18
num_cat=0
split_feature=1213 1447 1374 457 11 4 51 16 49 42 403 159 47 15 12 49 3
split_gain=0.000474647 0.000288148 0.000242411 0.00031591 0.000238936 0.000270509 0.00016441 0.000271147 0.000265242 0.000286418 0.000211105 0.000180328 0.000192423 0.000245923 0.000194809 0.000125853 7.44722e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.094929999999999987 0.088350000000000026 0.088065000000000018 0.27287000000000006 0.078435000000000019 -0.094359999999999986 -1.0000000180025095e-35 0.10194000000000002 0.03138500000000001 0.082585000000000006 0.10783500000000001 -0.036009999999999993 0.086915000000000006 -0.08471999999999999 0.090900000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 5 6 8 -8 15 10 11 12 13 -10 -15 -4 -16
right_child=1 2 3 -5 -6 -7 7 -9 9 -11 -12 -13 -14 14 16 -17 -18
leaf_value=-0.0010639391346374048 -0.00082252910411117228 -0.00069556455367874865 -0.00022745071402377405 0.00083626513636105362 -0.0006988255654053557 0.00067704001444191203 0.0010625822489604214 -2.9678376906822084e-05 -0.00047128884263717189 -0.00072665618994731938 0.00071201108736009802 -0.00057816538686852393 0.00068354928850477171 0.00066161165760654614 -0.00040611435956462841 -0.00094680470060657979 0.00022050048197667685
leaf_weight=0.0011135661982513553 0.0010123690441622207 0.0010515134227486725 0.0018078233269792007 0.0015032693494771423 0.0010681950876119109 0.001949536618860599 0.0010297373793403675 0.0015073879158275785 0.0018734507425116871 0.0010776309613972747 0.0015880747012052285 0.0010452139148493973 0.0014560106705973075 0.0017271934866469633 0.0010022969667830006 0.0010263863863394238 0.0010406766650703503
leaf_count=491 255 55 114 116 109 264 92 222 240 150 104 189 52 148 296 214 10
internal_value=0 3.31078e-05 7.29259e-05 0.000111958 5.52471e-05 9.96726e-05 3.01134e-05 0.000413635 -4.11992e-05 7.59282e-05 0.000164791 5.80939e-05 0.000151765 1.45682e-05 0.000255998 -0.000487959 -8.69211e-05
internal_weight=0 0.0227668 0.0217544 0.0207029 0.0191996 0.0181314 0.0161819 0.00253713 0.0136448 0.0108105 0.00973292 0.00814484 0.00709963 0.00564362 0.00377017 0.00283421 0.00204297
internal_count=3121 2630 2375 2320 2204 2095 1831 314 1517 1189 1039 935 746 694 454 328 306
is_linear=0
shrinkage=0.0016407


Tree=2368
num_leaves=18
num_cat=0
split_feature=1213 147 1374 484 457 1 403 15 160 151 42 12 13 16 1 4 13
split_gain=0.000419112 0.000302472 0.000257502 0.000277051 0.000217106 0.000224769 0.000249713 0.000312056 0.00020474 0.000280883 0.000300332 0.000163481 0.000155556 0.000236236 0.000367732 0.000279855 0.000302689
threshold=-1.0000000180025095e-35 0.089025000000000007 -0.08070999999999999 -0.0068949999999999992 0.045365000000000009 0.13146500000000003 0.03138500000000001 0.088235000000000022 -0.082299999999999984 -0.0017399999999999998 -1.0000000180025095e-35 0.10832500000000002 0.10820000000000002 -0.056919999999999991 0.086455000000000018 0.053180000000000012 -0.095304999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 5 6 8 -8 -5 -10 -11 12 13 15 -15 -12 -17
right_child=1 -3 3 4 -6 -7 7 -9 9 10 11 -13 -14 14 -16 16 -18
leaf_value=-0.0010016448229588455 -0.00082702854448349393 0.00083868211802139994 -0.00069168293012786882 -0.00072055649634769755 0.00061672365395731778 0.00056323512643820088 -0.00014634183930958169 0.0011058503289792952 -0.00071724672053414347 -0.00067485268585993382 -0.00017242148024415718 -0.00043835456463089088 0.00085612173316130082 0.00033755762602352782 -0.00089813819896932933 0.00018193418592585395 0.0014394324177060417
leaf_weight=0.0011790780349493863 0.001063004563522262 0.0012020116445539955 0.0014311264037621214 0.00152463849763623 0.0018486537400146377 0.0018494422094631575 0.0011478571233939647 0.001083496103567505 0.0015982769479175327 0.0014073820952897548 0.0012849199960757183 0.0011038070677545919 0.0010276999143274401 0.0015092693965836129 0.0012194169773089847 0.0010644785253794975 0.0010799976926789134
leaf_count=491 54 122 474 343 156 187 110 31 123 377 167 41 25 136 200 35 49
internal_value=0 2.1977e-05 -2.42343e-05 1.80528e-05 7.22266e-05 1.26676e-05 -5.49841e-05 0.000461695 -0.000144914 -6.72137e-05 3.99262e-05 0.000161279 0.000253389 0.000152801 -0.00021466 0.000445181 0.000815233
internal_weight=0 0.0224455 0.0212435 0.0201805 0.0187493 0.0169007 0.0150512 0.00223135 0.0128199 0.0112952 0.00969697 0.00828959 0.00718578 0.00615808 0.00272869 0.0034294 0.00214448
internal_count=3121 2630 2508 2454 1980 1824 1637 141 1496 1153 1030 653 612 587 336 251 84
is_linear=0
shrinkage=0.00167351


Tree=2369
num_leaves=18
num_cat=0
split_feature=1213 147 133 52 123 475 15 403 1 52 15 47 42 43 2 3 48
split_gain=0.000472576 0.000189841 0.000195211 0.000286888 0.000328148 0.000207207 0.000230301 0.000190728 0.000173957 0.000231036 0.000214682 0.000172681 0.000192169 0.000160119 0.000309913 0.000139076 0.000154904
threshold=-1.0000000180025095e-35 0.089025000000000007 -0.085499999999999979 0.19022000000000003 1.0000000180025095e-35 -1.0000000180025095e-35 -0.24436499999999997 0.08332500000000001 0.13146500000000003 -0.11183499999999999 -0.11713499999999999 0.09550500000000002 -1.0000000180025095e-35 -0.08287499999999999 0.089885000000000007 0.088060000000000013 0.088965000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 7 4 5 -4 -7 -2 9 -8 -11 12 -12 -14 -15 -16 -17
right_child=1 -3 3 -5 -6 6 8 -9 -10 10 11 -13 13 14 15 16 -18
leaf_value=-0.0011024046197368217 -1.8971486684506587e-05 0.00069256015420230842 -0.00069930938587970954 -0.00080570324065057483 0.00086039870723006115 0.00075044696962611648 -0.00082619363303686308 0.00094602623141198114 0.00050298460268856273 -0.0007617231557134769 -0.00068573986559463502 0.00066047056302609506 0.00046911732248119806 -0.00063632807036834355 0.00070150855243652143 -0.00045779366893397767 0.00040340657968421565
leaf_weight=0.0010322300187752117 0.0011177765432036522 0.0011184688242896193 0.0012695945653466755 0.0012896297385739238 0.0011073401182782076 0.0010028908170362756 0.0011579403421361047 0.0010879748662286498 0.0012948151101910286 0.0010316850578584455 0.0011129659060735049 0.0010304378656003097 0.0018041195723806375 0.0018491777159980374 0.0010339676454937108 0.0011200539382514307 0.0011288840531791244
leaf_count=491 245 122 378 304 217 95 248 106 49 87 217 52 99 218 140 19 34
internal_value=0 3.52601e-05 -2.55867e-06 -6.13796e-05 -1.17454e-06 -6.5479e-05 -6.16508e-06 0.000457008 -6.65596e-05 -0.000131999 -5.25004e-05 2.80862e-05 -5.28703e-05 4.86783e-05 -9.91217e-05 0.000203473 -2.55029e-05
internal_weight=0 0.0205577 0.0194393 0.0172335 0.0159439 0.0148365 0.0135669 0.00220575 0.012564 0.0112692 0.0101113 0.00907961 0.00804917 0.0069362 0.00513208 0.00328291 0.00224894
internal_count=3121 2630 2508 2157 1853 1636 1258 351 1163 1114 866 779 727 510 411 193 53
is_linear=0
shrinkage=0.0016407


Tree=2370
num_leaves=14
num_cat=0
split_feature=147 52 11 52 13 13 13 3 3 1 0 0 13
split_gain=6.72129e-05 0.000105563 0.000115409 0.000101529 8.41271e-05 0.000133499 0.000181829 0.000114642 9.84842e-05 0.000103758 4.97003e-05 0.000112097 3.14912e-05
threshold=0.087350000000000025 0.19022000000000003 1.0000000180025095e-35 0.11008000000000001 -0.084034999999999985 -0.033284999999999988 -0.0034749999999999994 0.16158000000000003 0.10893000000000001 0.094465000000000007 -0.059114999999999994 -0.15090499999999998 -0.099939999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 7 -6 -7 12 9 10 11 -8 -1
right_child=-2 -3 -4 -5 5 6 8 -9 -10 -11 -12 -13 -14
leaf_value=0.0044923269214158052 0.0027059699033763667 -0.003404650046844232 -0.0029345496039452131 0.0034474097280856155 -0.0039831870463288314 0.0040824048823017486 0.0003122493323776862 -0.0013517746474678205 -0.0035009297928792257 0.0021520876264969576 0.00076268018060117741 -0.0044842030261180556 0.0017736006993680454
leaf_weight=0.0010051021481647382 0.0010017746806280882 0.0011305021127651091 0.0013836764610007943 0.0011582365554369126 0.0011216849507956666 0.0011221085125040367 0.0011822588248483487 0.0010184503903503811 0.0011843532022073333 0.0017303639906267364 0.0011220277627530485 0.0011277585620599476 0.0010136711748046342
leaf_count=79 146 346 215 174 548 411 52 101 54 128 83 299 485
internal_value=0 -0.000204033 5.13219e-05 0.000374447 6.83507e-05 -0.000482112 4.36838e-05 0.00162529 -0.000670363 -2.09777e-05 -0.00111659 -0.0020294 0.00312719
internal_weight=0 0.0153002 0.0141697 0.012786 0.0116278 0.00859056 0.00746887 0.00303722 0.00634676 0.00516241 0.00343205 0.00231002 0.00201877
internal_count=3121 2975 2629 2414 2240 1575 1027 665 616 562 434 351 564
is_linear=0
shrinkage=0.0108838


Tree=2371
num_leaves=13
num_cat=0
split_feature=1 3 15 3 15 12 15 16 0 49 47 4
split_gain=6.73195e-05 0.000110083 0.000170803 0.000178512 8.09792e-05 0.000213841 0.000108737 0.000140894 0.000202587 0.000225407 0.000134245 7.10752e-05
threshold=0.077565000000000009 0.097915000000000016 0.091295000000000015 -0.082974999999999979 0.035560000000000008 0.088305000000000008 -0.016799999999999995 -0.056919999999999991 -0.10224499999999999 -0.043469999999999995 0.085770000000000027 0.2623950000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 6 -6 7 8 9 -2 -9 -11
right_child=4 -3 -4 -5 5 -7 -8 10 -10 11 -12 -13
leaf_value=-0.0010130190390940023 0.0032172336559631119 0.0018418928577456368 0.0018286915643064929 -0.0058922737094766649 -0.0045285191486831439 0.0018672479137369978 0.0031382183323222582 0.00057666776910713182 0.0048591417905279773 -0.0037599635845451448 -0.0039716344469632389 -0.00018428575460516027
leaf_weight=0.0019726218802758122 0.0014078103113114313 0.0010944351099055893 0.0010207321641574063 0.0011554567788253089 0.0010241620106782858 0.0010079789276236893 0.0016159816611339998 0.0013377330067128341 0.0011771473713793942 0.0010097365491302801 0.0011929808027708599 0.0011617355076950012
leaf_count=698 97 26 290 622 141 259 257 190 240 58 141 102
internal_value=0 -0.000939139 -0.00167276 -0.00281533 0.000419503 -0.0013561 0.000824785 0.000311763 0.0013116 0.000144887 -0.00156741 -0.00184698
internal_weight=0 0.00524325 0.00414881 0.00312808 0.0109353 0.00203214 0.00890313 0.00728714 0.00475643 0.00357928 0.00253071 0.00217147
internal_count=3121 1636 1610 1320 1485 400 1085 828 497 257 331 160
is_linear=0
shrinkage=0.0098578


Tree=2372
num_leaves=17
num_cat=0
split_feature=147 11 403 403 0 15 52 52 4 4 1 3 151 12 0 3
split_gain=0.000221583 0.000170512 0.000158113 0.000160533 0.000191114 0.000185679 0.000449978 0.000193612 0.000175581 0.000267983 0.000170827 0.000216392 0.000199476 0.000155135 0.00010975 0.000108321
threshold=0.089025000000000007 0.087830000000000005 0.10301500000000001 0.03138500000000001 0.15398500000000004 -0.031204999999999997 0.10160000000000001 0.0031350000000000002 -0.14723499999999998 -0.031404999999999995 0.094385000000000011 0.10542000000000001 -0.0064299999999999991 0.091325000000000003 -0.10607499999999999 0.13524500000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 10 7 8 -7 -10 12 13 -1 -12 -11 -13
right_child=-2 -3 -4 -5 -6 6 -8 -9 9 14 11 15 -14 -15 -16 -17
leaf_value=0.00013946791984592575 0.00073416564006421317 -0.00070391654997341735 -0.00063281141380414725 0.00056260908645506722 0.00061203989381879707 0.00031158618369304399 -0.0012269845584000035 0.00055012311653680605 -0.0011619807691183913 0.00028191789030013376 0.00091153123854739607 -0.00043342399887250354 -0.00074556130462203165 8.5660067493247268e-05 -0.00046316445341384771 0.00028469640786755665
leaf_weight=0.0017139418008674523 0.0010491682664076759 0.0010727837292103795 0.0010998259281744796 0.0014106762895941529 0.0012126197334887947 0.0011818789710581444 0.0011720302502093993 0.001080626740641244 0.0010001785716890997 0.0010283070206282829 0.001692308775240077 0.0012384574141677263 0.0012215801916679418 0.0010215094479859577 0.0011995403701908812 0.0011205146316616149
leaf_count=131 124 118 200 162 37 140 281 348 319 41 247 32 523 115 195 108
internal_value=0 -5.53714e-05 -1.75466e-05 2.15812e-05 -2.64696e-05 -7.92456e-05 -0.000285656 -8.47167e-05 -0.000240281 -0.000442337 9.24791e-05 0.000278412 -0.000228826 0.000600665 -0.000119257 -9.23159e-05
internal_weight=0 0.0194668 0.018394 0.0172942 0.0158835 0.0146709 0.00666256 0.00549053 0.0044099 0.00322803 0.00800831 0.00507279 0.00293552 0.00271382 0.00222785 0.00235897
internal_count=3121 2997 2879 2679 2517 2480 1324 1043 695 555 1156 502 654 362 236 140
is_linear=0
shrinkage=0.00167351


Tree=2373
num_leaves=12
num_cat=0
split_feature=1 42 15 52 52 12 0 160 151 2 43
split_gain=6.14967e-05 9.27935e-05 0.000104402 0.000148951 0.000194174 6.68798e-05 0.000114481 0.00018483 0.000265286 0.000110889 1.78793e-05
threshold=0.090405000000000013 0.092145000000000019 0.090455000000000021 -0.077024999999999996 0.077655000000000016 -0.010834999999999999 -0.053834999999999994 -0.030779999999999998 -0.0033899999999999994 0.090425000000000019 -0.0092949999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -5 -2 7 -7 -9 -10 -6
right_child=5 -3 -4 4 10 6 -8 8 9 -11 -12
leaf_value=0.0015433026220575559 0.0021970163861010738 -0.0033202389153293693 0.0021288732806490369 -0.0048559856039959264 0.00078148276261317227 -0.0030643084982395347 -0.0025287220470570945 -0.0024526443137791389 0.0013617958847558381 0.0048730834284580801 -0.0010343009711424847
leaf_weight=0.0016106274411499108 0.0017898507421297361 0.0010551166236613726 0.0013781864714832032 0.0013573773206080435 0.0010064133983677666 0.0010045303578193332 0.0012633095038389894 0.0011746057443212665 0.0019568982614506271 0.0014719738177996211 0.0010196795490241277
leaf_count=370 332 337 230 519 297 158 222 101 202 106 247
internal_value=0 -0.000665527 -0.000225962 -0.00087581 -0.00202738 0.000533027 9.9589e-05 0.000691666 0.00151126 0.00286915 -0.000132354
internal_weight=0 0.0074274 0.00637228 0.0049941 0.00338347 0.00866117 0.00687132 0.00560801 0.00460348 0.00342887 0.00202609
internal_count=3121 2000 1663 1433 1063 1121 789 567 409 308 544
is_linear=0
shrinkage=0.00966451


Tree=2374
num_leaves=18
num_cat=0
split_feature=1213 147 11 133 160 12 457 47 52 133 42 133 47 4 0 133 1
split_gain=0.00047551 0.000208913 0.000244576 0.000231009 0.000273505 0.000306845 0.000287097 0.000345995 0.000239706 0.000219142 0.000185876 0.000161417 0.000160702 0.000159361 0.000174011 0.000240786 0.00011301
threshold=-1.0000000180025095e-35 0.089025000000000007 0.088215000000000002 -0.083244999999999986 -1.0000000180025095e-35 1.0000000180025095e-35 -0.0029299999999999994 0.09550500000000002 -0.013374999999999998 -0.17773999999999998 0.088200000000000014 0.088625000000000009 0.11939500000000002 0.033845000000000007 -0.10474999999999998 0.083950000000000011 0.094385000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 9 5 8 -6 10 -5 -2 13 -12 -9 14 -8 -16 -15
right_child=1 -3 -4 4 6 -7 7 12 -10 -11 11 -13 -14 16 15 -17 -18
leaf_value=-0.0011437024657914355 -0.00017549197015470397 0.00056258053439694957 -0.00086946634919875796 0.00024445826047860345 -0.00081334195870142237 -0.0011718683498773549 0.00034298132474312195 0.00089093087732005185 -0.00072809718863383103 0.0008060827496748997 0.00070572701986632523 -0.00015626852004011803 0.00010058284903387113 -0.00097286821483233172 -0.00067259985149829003 0.00015431096351731539 -0.00025767599714217381
leaf_weight=0.0011372417878193477 0.0010068260723474914 0.0011302487039900186 0.0010655335840423765 0.0013322889496784479 0.0011207828844621301 0.0012456264300409556 0.0016151548463336192 0.001412307047217125 0.001196014586633873 0.0012907985120093534 0.001115139182652939 0.0010479530203380107 0.0011696684342723529 0.0010324343941707503 0.0018557468953731299 0.0016582723887396573 0.0011745079017736956
leaf_count=491 200 122 109 111 120 576 83 83 94 151 127 220 51 77 262 175 69
internal_value=0 -9.73226e-05 -0.000133994 -9.33332e-05 -0.000156849 -0.000531233 -4.98277e-05 2.10042e-05 -0.000215609 0.000375954 -0.000118132 0.000288116 0.000532893 -0.000237916 -8.54558e-05 -0.000282379 -0.000592252
internal_weight=0 0.0214693 0.0203391 0.0192735 0.0169759 0.00377393 0.013202 0.0120812 0.0025283 0.00229762 0.00949921 0.00216309 0.00258198 0.00733612 0.00512917 0.00351402 0.00220694
internal_count=3121 2630 2508 2399 2048 781 1267 1147 205 351 1013 347 134 666 520 437 146
is_linear=0
shrinkage=0.00157699


Tree=2375
num_leaves=13
num_cat=0
split_feature=48 4 15 48 51 0 0 49 43 43 13 1
split_gain=5.8089e-05 0.000128948 0.000156923 0.000164231 0.000124281 0.00016231 0.000195449 0.000142431 9.31601e-05 0.000151256 0.000100679 2.17109e-05
threshold=0.12879500000000002 0.40473500000000007 -0.11713499999999999 0.092475000000000016 0.087505000000000013 -0.10011499999999998 -0.077999999999999986 -0.006494999999999999 -0.074359999999999996 0.093175000000000022 0.18141000000000002 0.092390000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 7 -7 -4 10 -10 -8 -9
right_child=-2 -3 3 -5 -6 6 8 11 9 -11 -12 -13
leaf_value=-0.0037251609250814749 -0.0022464570048272782 0.0027044863869444039 -0.0005946727916033357 0.0035715024158781039 -0.0034200666060504193 -0.0037135921637741773 0.0033295832477331162 0.0023772485123644185 -0.0032937936351695066 0.0014987073644330134 -0.00069516036400453962 0.004314958810886978
leaf_weight=0.0010796392202545293 0.0010375411047817132 0.0016076393135087278 0.0014812286890556955 0.0011642531505449407 0.0010425527376376519 0.0016429839075273091 0.0012953606166367093 0.0011415739547688845 0.0013800662094224014 0.0011096996602679363 0.0010519825654666803 0.0010250205617757802
leaf_count=213 90 286 114 162 280 1083 229 116 392 72 40 44
internal_value=0 0.000117975 -0.000192004 0.000117248 -0.000242775 8.42902e-05 -0.00083366 0.00171496 0.000144544 -0.00115775 0.00152586 0.00329398
internal_weight=0 0.015022 0.0134144 0.0123347 0.0111705 0.0101279 0.00648009 0.00364782 0.00483711 0.00248977 0.00234734 0.00216659
internal_count=3121 3031 2745 2532 2370 2090 1816 274 733 464 269 160
is_linear=0
shrinkage=0.00966451


Tree=2376
num_leaves=13
num_cat=0
split_feature=1 15 484 15 133 2 43 16 0 4 15 3
split_gain=5.7295e-05 0.000102694 7.8963e-05 0.000103047 0.000134648 0.000164898 0.000131679 0.000118096 0.000124222 0.000104284 0.000154736 7.60836e-05
threshold=0.12500000000000003 0.091915000000000011 0.085515000000000022 0.088235000000000022 0.090665000000000009 0.088850000000000012 -0.063379999999999978 -0.056919999999999991 -0.10224499999999999 -0.059649999999999988 -0.095869999999999983 0.11296500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 7 -7 8 -1 -8 -11 -2
right_child=11 -3 -4 -5 -6 6 9 -9 -10 10 -12 -13
leaf_value=-0.0020033190929036973 0.0022239763967288723 -0.0019998223577342156 0.0014987119778029417 0.001657746088275999 -0.0025652391164944889 0.0025717041626075101 -0.0017481515155762311 -0.0030540922637158244 0.0013067243769364593 -0.0011632739007696661 0.0022074954893535471 -0.00036618667391983433
leaf_weight=0.001080623670807526 0.0011615345115970925 0.0013433999568411891 0.001491520195930616 0.0012650177874508903 0.0012352278127386084 0.0012837063560820067 0.0011247514400230529 0.0011934283385864135 0.0010798355024460647 0.0011367900117587593 0.0015112113215849862 0.001010016122361776
leaf_count=76 149 463 265 219 297 264 139 369 437 151 162 130
internal_value=0 -0.000187169 9.17803e-06 -0.000194447 -0.000437362 -0.000124841 0.000662256 -0.0013115 -0.000348901 1.25527e-05 0.00076042 0.00101926
internal_weight=0 0.0137455 0.0124021 0.0109106 0.00964557 0.00841035 0.00505646 0.00335389 0.00216046 0.00377275 0.002648 0.00217155
internal_count=3121 2842 2379 2114 1895 1598 716 882 513 452 313 279
is_linear=0
shrinkage=0.00690203


Tree=2377
num_leaves=17
num_cat=0
split_feature=1213 147 484 48 4 15 48 150 4 40 133 47 1 43 3 13
split_gain=0.000445035 0.000185198 0.000204297 0.000208296 0.000277736 0.000198938 0.000233485 0.000385649 0.000174713 0.000210959 0.000265011 0.000237243 0.000186408 0.000218251 0.000115324 0.000190636
threshold=-1.0000000180025095e-35 0.089025000000000007 -0.0068949999999999992 0.12737000000000001 0.40473500000000007 -0.14147499999999996 0.093265000000000015 0.092010000000000022 -0.49405499999999997 -1.0000000180025095e-35 -0.085499999999999979 0.09550500000000002 0.086560000000000012 -0.072534999999999988 0.084940000000000015 -0.07692499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 -4 7 8 -7 -10 -11 12 14 -14 15 -12
right_child=1 -3 3 -5 -6 6 -8 -9 9 10 11 -13 13 -15 -16 -17
leaf_value=-0.0010782346841681234 -0.00059735356082941818 0.00068028064441475605 -0.00066778852354688564 -0.00065762841992029911 0.00073128805376640352 -0.00040898261011462853 0.00075489047604009637 -0.00093739251298856005 -0.00052382905186841198 0.00086972853603934166 0.00059710411454475334 0.00074522753653447744 0.00027768269917874405 -0.00066104612016291335 0.000633775784646274 -0.00030691844418286935
leaf_weight=0.0010067440450980533 0.0014238534078753222 0.0011441896669632029 0.0010459261507176311 0.001062720593995258 0.0016489116084820411 0.0016327654683410122 0.0012372214932294687 0.0010649493208007435 0.0010725847363347021 0.0015300657189007581 0.0010125228222711566 0.001384946256151709 0.0010514166645950729 0.0018220904488509132 0.0012918469916129993 0.0016530664495303703
leaf_count=491 474 122 118 69 228 114 119 126 118 199 206 62 111 183 26 355
internal_value=0 3.83638e-05 1.52009e-06 4.7585e-05 9.05372e-05 2.3665e-05 7.26846e-05 1.02383e-05 9.12883e-05 0.000166791 0.000242796 0.000126041 5.03693e-07 -0.000317565 0.000231454 3.64741e-05
internal_weight=0 0.0210791 0.0199349 0.018511 0.0174483 0.0157994 0.0147535 0.0135163 0.0124513 0.0108185 0.00974596 0.00821589 0.00683094 0.00287351 0.00395744 0.00266559
internal_count=3121 2630 2508 2034 1965 1737 1619 1500 1374 1260 1142 943 881 294 587 561
is_linear=0
shrinkage=0.0016407


Tree=2378
num_leaves=13
num_cat=0
split_feature=41 2 133 52 160 3 0 0 2 3 3 1
split_gain=5.63015e-05 7.35177e-05 5.1315e-05 9.01105e-05 0.000146716 0.000102938 7.22525e-05 0.000152847 0.000154109 0.00013653 0.00013014 0.0001399
threshold=0.078065000000000009 -1.0000000180025095e-35 0.10722500000000001 0.070205000000000017 -1.0000000180025095e-35 -0.077774999999999983 -0.10011499999999998 -0.11756999999999999 0.11215000000000001 0.090900000000000009 -0.10023499999999998 0.10557500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 6 -5 -6 7 8 9 -3 -8 -12
right_child=-2 2 -4 4 5 -7 10 -9 -10 -11 11 -13
leaf_value=0.0025889599034579435 -0.0023416096928015094 -0.001247513098634421 -0.00227852621375576 -0.0018367071898607781 0.00078073552049780139 0.0048566743052986727 0.0014657329468008989 0.00385959690206594 -0.003364404663560118 0.0032248296359404655 -0.0049596336839861001 -0.00022181591113812083
leaf_weight=0.0011774509580470384 0.0010372201737411926 0.0015645379610347288 0.0010340008915716336 0.0010196701213494308 0.0013482243275304978 0.001261650956996375 0.0010707610725018716 0.0010314715187848015 0.0013764307433516698 0.0013269447911943288 0.0014209498511205719 0.0012171028612267378
leaf_count=177 154 146 408 315 364 138 183 75 115 68 828 150
internal_value=0 0.000129922 -8.18571e-05 9.7871e-05 0.00146222 0.0027511 -0.000451847 0.000316562 -0.000539721 0.000804912 -0.0015498 -0.00277377
internal_weight=0 0.0148492 0.0136717 0.0126377 0.00362955 0.00260988 0.0090082 0.00529939 0.00426791 0.00289148 0.00370881 0.00263805
internal_count=3121 2967 2790 2382 817 502 1565 404 329 214 1161 978
is_linear=0
shrinkage=0.0102561


Tree=2379
num_leaves=17
num_cat=0
split_feature=1213 147 1374 484 50 457 1 15 1 0 3 2 43 43 13 133
split_gain=0.000522529 0.000242406 0.00020794 0.000230202 0.000167573 0.000176266 0.000166303 0.000162939 0.000205176 0.000329432 0.000414241 0.000133968 0.000256463 0.000273357 0.000128438 0.000107781
threshold=-1.0000000180025095e-35 0.089025000000000007 -0.08070999999999999 -0.0068949999999999992 0.099210000000000007 0.045365000000000009 0.13146500000000003 -0.24436499999999997 0.092695000000000013 -0.10607499999999999 -0.0063699999999999989 0.080205000000000012 0.016310000000000002 -0.083134999999999987 -0.093839999999999993 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 5 6 7 -5 11 10 -10 -9 13 15 -14 -13
right_child=1 -3 3 4 -6 -7 -8 8 9 -11 -12 12 14 -15 -16 -17
leaf_value=-0.0012307416331630086 -0.00079443649960270505 0.00081754489836269512 -0.00066795709135142886 0.0005424560088944432 0.00074686249451111711 0.00057324402022902461 0.00050826497158793979 0.00055750638086854161 0.00072086057705184677 -0.0010220392552111081 -0.00074401863871788093 0.00047294418283787699 0.00080554243623525703 -0.00083023881741420616 -2.2137186247020581e-05 -0.00032220346815881262
leaf_weight=0.001089334725942053 0.0010252679636257858 0.0011661723182694725 0.001394966974338204 0.001162860862497196 0.0011180408105767167 0.0017280301640672504 0.0016342751154648774 0.0012289467118554234 0.0011834976542262066 0.0018808039476262556 0.0012539199223109421 0.001106823335172087 0.0011603090353047296 0.0019586047620450799 0.0012058714187016539 0.0010455539394357075
leaf_count=491 54 122 474 81 198 153 166 160 58 247 52 74 34 412 155 190
internal_value=0 3.03806e-05 -1.53173e-05 2.65872e-05 8.1426e-05 3.64708e-05 -2.61114e-05 -9.23361e-05 -0.000153726 -0.00046363 -3.27408e-05 1.99328e-05 -8.2064e-05 -0.000350166 0.000383734 8.66877e-05
internal_weight=0 0.0212539 0.0200878 0.0190625 0.0176675 0.0165495 0.0148215 0.0131872 0.0120243 0.00431822 0.00243742 0.00770611 0.00647716 0.00411098 0.00236618 0.00215238
internal_count=3121 2630 2508 2454 1980 1782 1629 1463 1382 357 110 1025 865 676 189 264
is_linear=0
shrinkage=0.00177594


Tree=2380
num_leaves=18
num_cat=0
split_feature=1213 1374 1447 457 11 4 49 52 160 51 15 133 0 43 3 4 47
split_gain=0.000521782 0.000324645 0.000249092 0.000217837 0.000290834 0.000290891 0.000152649 0.000224003 0.00021382 0.00027105 0.000294096 0.000244883 0.000205452 0.000230652 0.00017438 0.00017362 0.000167258
threshold=-1.0000000180025095e-35 -0.094929999999999987 -1.0000000180025095e-35 0.088350000000000026 0.088065000000000018 0.27287000000000006 0.10969000000000002 0.11434500000000002 0.086075000000000013 0.067785000000000012 -0.016799999999999995 -0.083244999999999986 -0.077809999999999976 -0.14035499999999998 0.0022600000000000003 -0.39518999999999993 0.09550500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 5 6 7 8 9 10 14 -12 -13 -14 16 -15 -4
right_child=1 2 3 -5 -6 -7 -8 -9 -10 -11 11 12 13 15 -16 -17 -18
leaf_value=-0.0011647383574077568 -0.00090966638514905257 -0.00072798093476765123 -0.00061952918623903435 0.00080995077316675938 -0.00080983031173086518 0.00077882233596717994 0.00067346653225777437 -0.00061256051913582651 -0.00064604677683710696 0.00086239616687355499 0.00097886876942546402 -0.00032324952794374087 0.0010529429267641939 -0.00046187433993099311 -0.0008995952608092725 0.00051922733884068764 0.00028100448153544813
leaf_weight=0.0011310200662578975 0.0010228141983419361 0.0010582562646667812 0.0010472281679620157 0.0013658123310228134 0.0010296454014635517 0.0019356494623924423 0.0011489282584895592 0.0015439410238411591 0.0010950956681916044 0.0014524250726370988 0.0012390721755282117 0.0019858128110084652 0.00106310354752992 0.0010178175824484548 0.0011362092224445064 0.0011815840813264068 0.0015516207042931274
leaf_count=491 55 255 240 116 109 264 172 269 195 155 121 313 17 65 45 133 106
internal_value=0 4.80491e-05 9.50257e-05 0.000139027 8.93007e-05 0.000142511 6.28575e-05 1.38461e-05 8.95812e-05 0.000158583 5.85834e-05 0.000282667 0.000118301 0.000387063 -0.000330625 6.52027e-05 -8.18732e-05
internal_weight=0 0.021875 0.0208522 0.0197939 0.0184281 0.0173985 0.0154628 0.0143139 0.01277 0.0116749 0.0102224 0.00648739 0.00524832 0.00326251 0.00373506 0.0021994 0.00259885
internal_count=3121 2630 2575 2320 2204 2095 1831 1659 1390 1195 1040 649 528 215 391 198 346
is_linear=0
shrinkage=0.00174112


Tree=2381
num_leaves=13
num_cat=0
split_feature=1 16 43 133 2 15 3 12 15 47 51 4
split_gain=5.39934e-05 0.000104535 0.000144124 0.000133374 7.63403e-05 0.000110529 0.00011276 0.000177296 0.000188136 0.000150286 0.00014698 5.54348e-05
threshold=0.077565000000000009 0.19444000000000003 -0.088704999999999992 0.032270000000000007 0.13404500000000005 0.035560000000000008 -0.10519499999999998 0.051320000000000005 -0.016799999999999995 0.096175000000000024 0.086685000000000012 0.053180000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 5 6 -2 8 9 10 11 -8
right_child=4 -3 3 -5 -6 -7 7 -9 -10 -11 -12 -13
leaf_value=-0.0047437433194947535 0.0030259567788596172 0.0013643720788922974 -0.00230583785169224 0.0024079010380654666 0.0028732155277341577 -0.0022469753544880106 0.00066848596858389952 -0.0035812801375306835 0.0046409930395748316 -0.0035542847747208053 -0.0022497956677572741 0.0038424678676820751
leaf_weight=0.0011463751810957441 0.0015411092245295821 0.0014997807198980154 0.0015408067683111912 0.0010012311985825853 0.001109025266230604 0.0016912499832426398 0.0010545987789316058 0.0011493762473392538 0.0010261994744871755 0.0010047668270667387 0.0010294442894005218 0.0011774955878049221
leaf_count=303 202 196 652 485 194 383 107 236 101 68 68 126
internal_value=0 -0.000873876 -0.00178399 -0.00044924 0.000374483 8.80365e-05 0.000582724 -1.77697e-06 0.000775586 -0.000154183 0.00089327 0.00234285
internal_weight=0 0.00518819 0.00368841 0.00254204 0.0107833 0.00967424 0.00798299 0.00644188 0.0052925 0.00426631 0.00326154 0.00223209
internal_count=3121 1636 1440 1137 1485 1291 908 706 470 369 301 233
is_linear=0
shrinkage=0.010055


Tree=2382
num_leaves=19
num_cat=0
split_feature=1213 1447 453 4 1374 457 151 160 50 43 43 0 43 133 15 16 14 3
split_gain=0.000547709 0.000255301 0.000303987 0.000324551 0.0002769 0.000293387 0.000220287 0.000271203 0.000303795 0.000147764 0.000266733 0.000319474 0.000231329 0.000228574 0.000209213 9.15016e-05 9.03964e-05 5.62929e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 1.0000000180025095e-35 0.40473500000000007 -0.094929999999999987 0.088350000000000026 -0.086944999999999981 -0.091944999999999985 0.088280000000000011 -0.053764999999999993 0.016310000000000002 -0.10151999999999999 0.16180500000000003 0.084415000000000018 -0.016799999999999995 -0.095964999999999981 -0.41790499999999997 0.086245000000000016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 -3 6 -6 -8 9 13 11 15 -12 14 -9 -11 -5 -17
right_child=1 2 -4 16 5 -7 7 8 -10 10 12 -13 -14 -15 -16 17 -18 -19
leaf_value=-0.0011144982938219243 -0.00073766294407013558 -0.00076427948154758868 -0.00077482443685525447 0.00037528099603659502 0.00073112792983695617 0.00085623189336214679 -0.00073837341534741007 -1.8017900962766592e-05 0.00082101239694112589 -0.00045556086782139356 0.00065985045602203992 -0.00089642996264089421 -0.00023566782071277008 -0.00045534607359775818 0.00078222983494142357 -0.00012641176693967631 0.0010452015404921198 0.00039579006685202969
leaf_weight=0.0011118984902451631 0.0010361580742898188 0.0010101567574802841 0.0010250083739347651 0.0010020246898860552 0.0011220928420776479 0.0012391746603186418 0.0012084622438730463 0.0015551292565716586 0.0012246905934018898 0.0010267334758466973 0.0015637055381010345 0.0018919329878913493 0.0014278258752702944 0.0010069706634916829 0.0018517956003180043 0.0010933904089318568 0.0010859377656215778 0.0010441945809631648
leaf_count=491 255 53 78 64 144 89 251 157 248 47 86 376 125 271 105 26 211 44
internal_value=0 4.21022e-05 7.98941e-05 0.000122936 5.42645e-05 0.000102181 4.38431e-05 -7.9331e-06 5.65624e-05 -1.85651e-05 -0.000148282 -0.00037353 0.000232429 0.000217946 0.000416948 -6.08899e-05 0.000723703 0.00012868
internal_weight=0 0.0224154 0.0213792 0.0203542 0.0182663 0.0172561 0.0160169 0.0148948 0.0136864 0.0124617 0.00804778 0.00505625 0.00299153 0.0044139 0.00340692 0.00316432 0.00208796 0.00213758
internal_count=3121 2630 2375 2297 2022 1969 1880 1736 1485 1237 704 493 211 533 262 117 275 70
is_linear=0
shrinkage=0.00160853


Tree=2383
num_leaves=11
num_cat=0
split_feature=48 4 42 43 16 16 1 49 51 4
split_gain=5.70771e-05 0.000101987 9.97479e-05 9.59501e-05 0.00018134 0.000105419 0.000159742 0.000115292 0.000230166 8.82067e-05
threshold=0.12879500000000002 0.27834500000000006 0.092145000000000019 0.15359500000000004 0.26435500000000006 0.0057500000000000008 1.0000000180025095e-35 -0.006494999999999999 0.082455000000000014 -0.00059999999999999995
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 -1 8 -8 -9
right_child=-2 -3 -4 -5 -6 -7 7 9 -10 -11
leaf_value=-0.0028129214236459156 -0.0021792600246851534 0.0021871555430695664 -0.0021415170941259773 0.0026533190949837434 -0.0037355486776308863 0.0022521733704662524 -0.0043935727723797384 0.0036051391748402597 0.0018982997366080183 0.00033807567824297683
leaf_weight=0.0016414398704677237 0.0010349811709863257 0.001876246414265508 0.0019672444844323197 0.0012437423235896758 0.0011162192790440542 0.001964835121119661 0.0010045239150636154 0.0013218720877749834 0.0010865516095364125 0.001690941606317109
leaf_count=957 90 322 518 160 250 247 118 267 70 122
internal_value=0 0.000121726 -0.000175517 0.000173856 -0.000139973 0.000320804 -0.000241781 0.000585113 -0.00112423 0.0017715
internal_weight=0 0.0149136 0.0130374 0.0110701 0.00982638 0.00871016 0.00674533 0.00510389 0.00209108 0.00301281
internal_count=3121 3031 2709 2191 2031 1781 1534 577 188 389
is_linear=0
shrinkage=0.00947501


Tree=2384
num_leaves=12
num_cat=0
split_feature=41 1 0 42 484 42 160 0 133 2 3
split_gain=5.99514e-05 7.36091e-05 0.000111512 7.54484e-05 9.72024e-05 0.000167043 9.76535e-05 0.000121629 0.000187373 7.29184e-05 0.000112803
threshold=0.078065000000000009 0.104035 -0.036484999999999997 0.092395000000000019 0.084040000000000017 0.08623500000000002 0.086075000000000013 -0.10011499999999998 0.083950000000000011 0.116525 -0.072894999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 9 4 5 6 7 -1 -9 10 -3
right_child=-2 2 -4 -5 -6 -7 -8 8 -10 -11 -12
leaf_value=0.0013072655561838468 -0.0022242121136020775 0.0019572137432442415 0.0036607186315836108 -0.0026685328044567455 0.0026024159415897375 0.0026095255896395951 -0.0037094721924508319 -0.0037863946552733701 0.0011536601525368444 0.0019940283708043552 -0.0019999632754759173
leaf_weight=0.0018861258918403965 0.0010399778902183679 0.0010057748747920314 0.0011256721327276113 0.001137148654404555 0.0010674548454307486 0.001299133759036758 0.0010867087166626897 0.0017070218743068253 0.0011561402139258371 0.0015085929444060625 0.0018115069951204349
leaf_count=147 154 83 160 418 254 400 173 676 256 218 182
internal_value=0 0.000129331 0.00100421 -0.000381333 -6.42517e-05 -0.0004632 -0.00114721 -0.000560926 -0.00179161 0.000312942 -0.000587244
internal_weight=0 0.0147913 0.00545155 0.00933973 0.00820259 0.00713513 0.005836 0.00474929 0.00286316 0.00432587 0.00281728
internal_count=3121 2967 643 2324 1906 1652 1252 1079 932 483 265
is_linear=0
shrinkage=0.00947501


Tree=2385
num_leaves=20
num_cat=0
split_feature=1213 1374 457 11 484 50 3 15 42 0 47 12 16 51 16 0 1 0 12
split_gain=0.000466007 0.000270775 0.0003788 0.000375279 0.00023494 0.000211177 0.000202781 0.000459806 0.000205571 0.000229162 0.000229455 0.000218812 0.000321634 0.000190761 0.000255941 0.000183561 0.000178552 0.000129193 7.92882e-05
threshold=-1.0000000180025095e-35 -0.094929999999999987 0.088350000000000026 0.088215000000000002 -0.0068949999999999992 0.099210000000000007 -0.10519499999999998 -0.015744999999999999 -0.088669999999999985 -0.10096999999999999 0.090100000000000013 0.10345000000000001 0.22339500000000004 -0.071649999999999978 -0.23935499999999996 -0.063634999999999983 0.10797500000000002 0.056435000000000006 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 -3 6 7 -6 18 10 13 12 15 -10 -15 -11 -12 -9 -8
right_child=1 2 -4 -5 5 -7 8 17 9 11 16 -13 -14 14 -16 -17 -18 -19 -20
leaf_value=-0.0010724031256920277 -0.00081949875168302073 -0.00065186710414785981 0.00090011596924300481 -0.00096548758139181718 0.0013804350260236164 0.00082869255435240492 0.00078045220364481884 -0.0004186927123408879 -0.00026436115554982022 -0.00061410714660893573 0.00012906945972270646 0.00023313737817755453 -0.001361715539253788 -5.2936662756285683e-06 0.0010143356447362974 0.00026323738197878827 -0.00081361212372777576 0.0003773861529976141 0.00012558005167728477
leaf_weight=0.001130103361405811 0.0010059485507416524 0.0012045309276375827 0.0014327292139089736 0.0010480861217987405 0.0010051989058689204 0.0010809828503783167 0.0010496544058393687 0.0010247093722020014 0.0010313300922564217 0.0017475448306249457 0.0011787633498587802 0.0012459458743207322 0.0010544824877898873 0.001207364018536855 0.0016073362428843333 0.0010810225457702043 0.0010767289785764689 0.001289265626647218 0.0010218714757831669
leaf_count=491 55 454 116 109 71 196 43 67 38 640 23 100 176 108 109 115 34 50 126
internal_value=0 2.90264e-05 6.89362e-05 9.2586e-06 6.32932e-05 0.000111956 6.53417e-05 0.000435387 -2.69932e-05 -0.000116343 0.000102834 -0.00037708 -0.000572879 0.000351361 0.000576966 -0.000278803 -0.000320949 2.48545e-05 0.000457408
internal_weight=0 0.0223935 0.0213875 0.0199548 0.0189067 0.0177022 0.0166212 0.00331917 0.013302 0.0112305 0.00610152 0.005129 0.00388305 0.00384603 0.0028147 0.00282857 0.00225549 0.00231397 0.00207153
internal_count=3121 2630 2575 2459 2350 1896 1700 188 1512 1343 312 1031 931 255 217 755 57 117 169
is_linear=0
shrinkage=0.00167351


Tree=2386
num_leaves=12
num_cat=0
split_feature=484 15 15 133 13 43 4 48 3 42 0
split_gain=5.9187e-05 8.15669e-05 8.30464e-05 7.01372e-05 0.000116359 0.000119463 0.000295966 0.000180147 0.000280357 0.000128156 9.42745e-05
threshold=-0.0068949999999999992 -0.24436499999999997 -0.11713499999999999 0.10622000000000002 -0.094514999999999988 -0.08287499999999999 -0.033174999999999989 0.086260000000000017 0.048265000000000009 -1.0000000180025095e-35 -0.084269999999999984
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 10 9 -7 8 -8 -6 -4
right_child=1 2 3 -5 5 6 7 -9 -10 -11 -12
leaf_value=-0.001959254011988867 0.0024091095979391422 -0.0021390903888509798 0.00036907590013952353 -0.001987119946874612 -0.00080853621278089674 -0.003679410113340404 -0.00036227153135418808 -0.0023620697273781239 0.005199966777875026 0.0026699622325287906 0.0038845571728710815
leaf_weight=0.0010830399753215805 0.0010631061896345046 0.0012807714832190212 0.0011413434559604599 0.0010310188958846849 0.0013197546305369033 0.0018242100920906092 0.0018687583436476501 0.0011714511275280337 0.0010381014624556428 0.0019073753020804347 0.0011064018485478248
leaf_count=503 232 187 154 331 179 751 299 97 45 287 56
internal_value=0 0.000119263 -5.85675e-05 0.00015618 0.000350406 -8.02244e-05 -0.000806091 0.000479131 0.00162412 0.00124741 0.00209949
internal_weight=0 0.0147523 0.0136892 0.0124084 0.0113774 0.00912965 0.00590252 0.00407831 0.00290686 0.00322713 0.00224775
internal_count=3121 2618 2386 2199 1868 1658 1192 441 344 466 210
is_linear=0
shrinkage=0.00858181


Tree=2387
num_leaves=19
num_cat=0
split_feature=1213 147 11 133 52 123 475 133 47 47 15 42 4 2 16 160 47 0
split_gain=0.000446531 0.000212293 0.000306188 0.000254132 0.000319018 0.000322766 0.000287288 0.000254108 0.000223323 0.000345734 0.000277648 0.00019464 0.000224556 0.000231604 0.00028945 0.00017524 6.8152e-05 3.46088e-05
threshold=-1.0000000180025095e-35 0.089025000000000007 0.087830000000000005 -0.083244999999999986 0.19022000000000003 1.0000000180025095e-35 -1.0000000180025095e-35 -0.17773999999999998 0.09550500000000002 1.0000000180025095e-35 -0.10469999999999999 0.091295000000000015 0.033845000000000007 0.10045500000000002 -0.078844999999999985 0.083670000000000008 0.11596500000000001 0.10455500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 7 5 6 -5 -2 9 10 -8 12 13 14 15 -12 -10 -15
right_child=1 -3 -4 4 -6 -7 8 -9 16 -11 11 -13 -14 17 -16 -17 -18 -19
leaf_value=-0.0011170930354901117 -8.7781722928722248e-05 0.00077767476563148205 -0.00087366251098228132 -0.00088370931968231327 -0.00084528580938823372 0.00096209948215544741 0.00087936371230605786 0.0010629303074399189 0.00075634572266156488 -0.0010370954066621361 0.00062932314652677139 0.0004735027703165472 -0.00086725892708166435 0.00065040356134805856 -0.00087419320149736154 -0.00035051630418783501 0.00019581885849638938 0.00019508161261195517
leaf_weight=0.001068850231301959 0.0010032419559787287 0.0011092637179414616 0.0011588131063813281 0.0010937296446012464 0.0013315135873562941 0.0010773339546512233 0.0010493099546931015 0.0013847385645322256 0.0014240204244624364 0.0010094628572729922 0.0010249201161152584 0.0016306747185025859 0.0012381096523550739 0.0010222378294084677 0.0015788151962771273 0.0012025482008373167 0.0012217351191856629 0.0010022217856366922
leaf_count=491 200 122 118 347 299 211 95 151 94 58 148 225 104 81 265 29 65 18
internal_value=0 3.58333e-05 -4.39945e-06 4.78075e-05 -2.72903e-05 4.264e-05 -2.56853e-05 0.000579491 4.43268e-05 -6.71231e-05 3.33146e-05 -6.87332e-05 -0.000193819 -5.08193e-05 -0.000303891 0.000100335 0.00049751 0.000424993
internal_weight=0 0.0215627 0.0204534 0.0192946 0.0169066 0.0155751 0.0144978 0.00238798 0.0134041 0.0107583 0.00974884 0.00869953 0.00706885 0.00583074 0.00380628 0.00222747 0.00264576 0.00202446
internal_count=3121 2630 2508 2390 2039 1740 1529 351 1182 1023 965 870 645 541 442 177 159 99
is_linear=0
shrinkage=0.00174112


Tree=2388
num_leaves=18
num_cat=0
split_feature=1213 1374 457 11 48 1 133 160 2 52 15 49 4 12 3 0 3
split_gain=0.000549339 0.000275194 0.000273325 0.000266182 0.000216775 0.000206523 0.000343412 0.000285448 0.000247698 0.00024117 0.000276815 0.000213584 0.000172181 0.000438849 0.000130072 0.000128071 5.93364e-05
threshold=-1.0000000180025095e-35 -0.094929999999999987 0.088350000000000026 0.087830000000000005 -0.086869999999999989 0.10538500000000002 -0.083244999999999986 -0.089974999999999986 0.113445 -0.087769999999999987 0.088655000000000025 0.055245000000000009 -0.0016099999999999997 0.085885000000000017 0.099930000000000005 -0.10324499999999999 -0.088084999999999983
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 -3 6 -6 -8 14 -9 12 -10 13 -11 15 -7 -15
right_child=1 2 -4 -5 5 8 7 9 11 10 -12 -13 -14 16 -16 -17 -18
leaf_value=-0.0011239183908639638 -0.00077933191375082226 -0.00058854632621611501 0.00078447899071869775 -0.00072501671062956755 0.00071169160800736014 0.00075120996018030362 -0.00094086247114575099 -0.00072645462541417885 0.0012454690339781477 0.00098558133441653951 -0.00064971796012533813 0.00025292459923836733 -0.00016369975152116464 0.00018139821392081321 -0.00029438422370776929 -5.9468241835500019e-06 -0.00037617992729872861
leaf_weight=0.0011343118300240615 0.0010327492916486483 0.0011974100568261084 0.0014150263148273298 0.0011585933744466806 0.0015527049388758948 0.0011109490874066097 0.0010199208140748905 0.001125913804150655 0.0012785436938642907 0.0019483073652829912 0.0011415828481405876 0.0010737462313664715 0.0019812771370850829 0.0010137246825303071 0.0013487498982874963 0.0013110170993178337 0.0010417256454466096
leaf_count=491 55 61 116 118 293 44 303 355 186 168 242 65 194 68 52 167 143
internal_value=0 4.72531e-05 8.84543e-05 3.74346e-05 8.6117e-05 0.000133783 -2.42934e-06 -0.000122011 0.000374599 -2.08106e-05 9.06721e-05 0.000792404 0.000231894 0.000427655 0.00011396 0.000341359 -0.000101189
internal_weight=0 0.0217519 0.0207192 0.0193042 0.0181456 0.0169482 0.0108252 0.00927245 0.00612301 0.00825253 0.00712662 0.00235229 0.00598503 0.00400376 0.00377072 0.00242197 0.00205545
internal_count=3121 2630 2575 2459 2341 2280 1766 1473 514 1170 815 251 573 379 263 211 211
is_linear=0
shrinkage=0.0016407


Tree=2389
num_leaves=18
num_cat=0
split_feature=1213 147 11 484 15 133 160 42 4 47 4 16 133 0 52 13 16
split_gain=0.000427663 0.000237259 0.000363973 0.000234798 0.000226829 0.000364548 0.000488746 0.000230298 0.000410775 0.000239087 0.000266449 0.000251611 0.000136525 0.000167406 8.19571e-05 0.000120446 6.94057e-05
threshold=-1.0000000180025095e-35 0.089025000000000007 0.088215000000000002 -0.0068949999999999992 -0.10653 -0.083244999999999986 -0.082179999999999989 0.091295000000000015 0.10924000000000002 0.09550500000000002 0.033845000000000007 0.15891500000000003 0.048520000000000008 -0.10474999999999998 -1.0000000180025095e-35 -0.065824999999999981 0.19444000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 14 -6 -7 8 9 10 11 12 13 -8 -5 -16 -9
right_child=1 -3 -4 4 5 6 7 16 -10 -11 -12 -13 -14 -15 15 -17 -18
leaf_value=-0.0010773155098670597 -0.00063929620213403599 0.00077833204443645621 -0.0009671198142078407 0.00088492677549955874 0.00068764151117265749 -0.0010043119273575628 0.00046531834672385974 0.0002407458450266594 -0.0010146985011615 0.00079046514843461905 -0.00086265087885349125 -0.00051471396587335935 0.0007728838994376302 -0.00030935283914724777 0.0007250020569207732 -6.8373305179577644e-05 0.00085321312175359301
leaf_weight=0.0010521788137402973 0.0013521141151754531 0.0011888653909492139 0.0010874366041719865 0.0010905531982359287 0.0019989388003939798 0.0015220506029628026 0.0017114698041646994 0.0011559118900190688 0.0012205638575624187 0.001091811138045351 0.0010468944808411096 0.0015808066024920464 0.0011902385859893574 0.0015480041780505773 0.0010763818547272113 0.0011567478611485982 0.0010103555143482004
leaf_count=491 465 122 109 115 228 330 63 182 49 57 54 130 190 204 137 130 65
internal_value=0 3.66355e-05 -5.67573e-06 4.72538e-05 9.77026e-05 8.71862e-06 -9.50522e-05 2.47066e-05 -9.1037e-05 4.69673e-05 -6.77299e-05 7.02679e-05 0.000278089 9.7408e-05 0.000501356 0.000314038 0.000526403
internal_weight=0 0.0220291 0.0208403 0.0197528 0.0184007 0.015077 0.0130781 0.0115561 0.00938979 0.00816922 0.00707741 0.00603052 0.00444971 0.00325947 0.00332368 0.00223313 0.00216627
internal_count=3121 2630 2508 2399 1934 1552 1324 994 747 698 641 587 457 267 382 267 247
is_linear=0
shrinkage=0.00170698


Tree=2390
num_leaves=17
num_cat=0
split_feature=147 11 52 48 150 3 403 159 133 12 15 48 15 43 16 52
split_gain=0.000233413 0.000209429 0.000177075 0.000158668 0.000267504 0.000201353 0.000151437 0.000176063 0.000175149 0.00019032 0.000238552 0.000261592 0.00021615 0.000114517 0.000151616 0.000137324
threshold=0.089025000000000007 0.087830000000000005 0.19022000000000003 0.095425000000000024 0.08882000000000001 0.12178000000000001 0.10301500000000001 0.091530000000000014 -0.0061299999999999992 0.10711000000000002 -0.016799999999999995 0.081275000000000014 -0.10091499999999999 -0.17390999999999998 -0.083134999999999987 -0.0055649999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 6 -5 7 8 -1 10 11 12 -10 -12 -15 -16
right_child=-2 -3 -4 5 -6 -7 -8 -9 9 -11 13 -13 -14 14 15 -17
leaf_value=-0.00031623524020600802 0.00070687208071603899 -0.00070831057346468099 -0.00053775162606031627 0.00072668320762171354 -0.00067570924964604595 -0.00012645696203098544 -0.00052956296239309764 -0.00047449809031606968 0.00014810256094341579 -0.00038420260333389168 0.00094312594744816198 0.00058232651543371956 -0.000800182456110233 0.00078819840684543326 0.00055501036325263575 -0.00020804315675554776
leaf_weight=0.0016615691619935409 0.0010369506987471305 0.0010778316749511232 0.0013948917240513134 0.0016123958886971696 0.0013842809422165573 0.0011209938337297665 0.0010358454781928894 0.0012088229102293563 0.0011979525823029033 0.0010759506986796263 0.0011955743853855321 0.0012053401037155353 0.0011041003923118135 0.0014228336177295499 0.001047630437711662 0.0012205925416089412
leaf_count=533 124 118 341 201 169 59 183 260 90 84 56 137 235 97 177 257
internal_value=0 -4.54524e-05 -7.62838e-06 3.46415e-05 -2.87205e-05 0.000376801 3.82352e-05 8.5896e-05 0.000146752 0.000227986 0.000306456 -1.18618e-06 -0.00030671 0.000527268 0.000392566 0.00014439
internal_weight=0 0.0199666 0.0188888 0.0174939 0.0147605 0.00273339 0.0133762 0.0123404 0.0111315 0.00946997 0.00839402 0.00350739 0.00230205 0.00488663 0.00369106 0.00226822
internal_count=3121 2997 2879 2538 2278 260 2109 1926 1666 1133 1049 462 325 587 531 434
is_linear=0
shrinkage=0.00154607


Tree=2391
num_leaves=13
num_cat=0
split_feature=41 1 3 43 52 42 2 13 4 15 0 1
split_gain=6.08731e-05 6.39773e-05 0.000112703 9.17111e-05 0.000123486 0.00025446 0.000184729 0.000100754 8.45399e-05 8.21501e-05 7.00018e-05 5.59385e-05
threshold=0.078475000000000017 0.10439500000000002 0.11296500000000002 -0.17390999999999998 0.10160000000000001 0.086325000000000013 0.099185000000000009 -0.0087749999999999981 0.071150000000000005 -0.091604999999999978 -0.047369999999999995 0.11588000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 10 -1 5 6 7 -5 -4 -9 11 -3
right_child=-2 2 8 4 -6 -7 -8 9 -10 -11 -12 -13
leaf_value=0.0018628207806530676 -0.0019777662619894832 -0.00034353340227049023 0.0011823046585782968 0.0016313893066408143 -0.0027915125285129043 -0.0033592648585797687 0.0037395442515927922 0.00031894067791141226 -0.0019782324339873746 -0.0023911768406353067 0.00364452473702592 0.0023298471395620164
leaf_weight=0.0011757545365823066 0.0010150838493105932 0.0010602705692337455 0.0010488829691701618 0.0015405753177528125 0.0014448727418115911 0.0013506828359333058 0.0010545397505931919 0.0016178275708642323 0.0012767831166435109 0.001436913005279373 0.001000209673710715 0.0010699040247688536
leaf_count=140 148 131 82 547 430 581 196 68 123 374 159 142
internal_value=0 0.000109071 0.000822589 -0.000295557 -0.000596043 -0.00014291 0.000626008 -8.8491e-05 -0.00055282 -0.000955866 0.00184443 0.000999202
internal_weight=0 0.0150772 0.00545605 0.00962117 0.00844541 0.00700054 0.00564986 0.00459532 0.00232567 0.00305474 0.00313038 0.00213017
internal_count=3121 2973 637 2336 2196 1766 1185 989 205 442 432 273
is_linear=0
shrinkage=0.00824856


Tree=2392
num_leaves=12
num_cat=0
split_feature=42 43 16 159 160 52 3 49 1 4 47
split_gain=6.40507e-05 8.10627e-05 0.000128832 9.39664e-05 0.000180763 0.000130701 0.000153757 0.000122839 0.000134213 0.000144159 0.000101902
threshold=-0.11051499999999999 -0.17390999999999998 0.22339500000000004 0.076905000000000015 -1.0000000180025095e-35 0.0031350000000000002 -0.080734999999999987 -0.081404999999999991 0.11061500000000002 0.0052350000000000009 0.091680000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 -3 7 -7 -6 9 -9 -11
right_child=1 2 -4 -5 5 6 -8 8 -10 10 -12
leaf_value=-0.0023976810813250348 0.0023832872955122388 -0.0032075575166697116 -0.0025206369066775249 0.0025054748166709476 0.0027515411364616754 -3.2549502626581344e-06 0.0054383640003975728 -0.0032211911526011973 -0.0041627156050330809 0.0032690200866132228 -0.00086540305978940145
leaf_weight=0.0011136516717880638 0.0015361952503281642 0.0016179505979109091 0.0019772930060358478 0.0017451054323244413 0.0011472530883849833 0.0011037045066043943 0.0010812665561799328 0.0010536254833337631 0.0010804048055607766 0.0013154155577288773 0.0011983146031592229
leaf_count=181 138 614 386 407 95 365 220 399 155 116 45
internal_value=0 0.000152458 -0.000104817 0.000316303 -8.17342e-05 0.00055203 0.00268961 -0.000253932 -0.000995803 -3.66754e-05 0.00129811
internal_weight=0 0.0148565 0.0133203 0.011343 0.00959794 0.00797998 0.00218497 0.00579501 0.00464776 0.00356736 0.00251373
internal_count=3121 2940 2802 2416 2009 1395 585 810 715 560 161
is_linear=0
shrinkage=0.0102561


Tree=2393
num_leaves=16
num_cat=0
split_feature=1213 147 11 133 52 123 47 47 12 42 4 16 3 4 15
split_gain=0.000425743 0.000222663 0.000293661 0.000181258 0.000291965 0.000329217 0.000255009 0.000307056 0.000209198 0.00019838 0.000217097 0.000213295 0.000174292 0.00018944 6.29579e-05
threshold=-1.0000000180025095e-35 0.089025000000000007 0.087830000000000005 -0.083244999999999986 0.19022000000000003 1.0000000180025095e-35 0.09550500000000002 1.0000000180025095e-35 0.088305000000000008 0.091295000000000015 0.033845000000000007 0.029300000000000003 0.090900000000000009 -0.080924999999999983 -0.10203999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 8 5 6 7 9 -2 10 11 12 13 -5 -8
right_child=1 -3 -4 4 -6 -7 14 -9 -10 -11 -12 -13 -14 -15 -16
leaf_value=-0.0010731742884141048 -5.7766056592182785e-05 0.00077674545261331739 -0.00081750403315797358 0.00040952785315832244 -0.00081000172875799966 0.00096157845381309869 0.00070934823737184261 -0.00099363755155670776 0.00096902783901445439 0.00048385122147765088 -0.00062999483537145282 -0.00045418717484251378 0.0006683713169088741 -0.00043700514468881634 0.0001969333320220859
leaf_weight=0.0010076252504997432 0.0010273019788122574 0.0010908022243527491 0.0011581102850797267 0.0014288557058847696 0.0011854347892093905 0.0010388679147438152 0.0013142669100211224 0.0010378324928813085 0.0012105408650828625 0.0016987848261711203 0.0019656561926832405 0.0019664998144077739 0.0015166053214761277 0.0015364808467882895 0.0013731308164408604
leaf_count=491 155 122 118 198 299 211 86 78 196 286 181 200 66 338 96
internal_value=0 4.09864e-05 -2.58968e-07 5.14594e-05 -1.07072e-05 5.29825e-05 -1.52284e-05 -0.000126756 0.000497669 -3.77925e-05 -0.000143111 5.30402e-06 0.000206911 -2.91009e-05 0.000447529
internal_weight=0 0.0205492 0.0194584 0.0183003 0.0160624 0.014877 0.0138381 0.0111507 0.00223784 0.0101129 0.0084141 0.00644844 0.00448194 0.00296534 0.0026874
internal_count=3121 2630 2508 2390 2039 1740 1529 1347 351 1269 983 802 602 536 182
is_linear=0
shrinkage=0.00167351


Tree=2394
num_leaves=12
num_cat=0
split_feature=475 42 457 133 43 2 16 0 13 42 3
split_gain=5.40696e-05 8.80772e-05 8.48095e-05 0.00010246 0.00018073 0.00012432 0.000163052 0.000119176 8.94451e-05 7.91527e-05 7.83739e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 0.080930000000000016 0.093255000000000018 -0.074359999999999996 0.10045500000000002 -0.056919999999999991 -0.10224499999999999 -0.11122999999999998 -0.106335 -0.07908999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 9 3 4 10 6 7 -6 -7 -2 -3
right_child=1 2 -4 -5 5 8 -8 -9 -10 -11 -12
leaf_value=-0.0016968611654220559 8.3129255989078266e-05 0.0012718850471787682 0.0024090067882607535 -0.0024407207335299394 -0.0023449389246714908 0.0032457988184871624 -0.0046615951877436966 0.0017136021398386626 -9.0847058631118738e-05 -0.0032147446220046824 0.0046393793343793913
leaf_weight=0.0015048071934743367 0.0013780774260739106 0.0014657740214802355 0.0017002621018805406 0.0011522867580252187 0.0011983093915071711 0.0010588534838219532 0.0010041792335492381 0.0013033907027051395 0.0020078484349352159 0.0011537741006395564 0.0010054534184914844
leaf_count=501 184 281 169 355 101 101 198 216 172 625 218
internal_value=0 0.000153508 0.000488333 0.000168048 0.000500436 -0.00030477 -0.00149964 -0.000230431 0.00106121 -0.00141972 0.002642
internal_weight=0 0.0144282 0.0118964 0.0101961 0.00904381 0.00657258 0.00350588 0.0025017 0.0030667 0.00253185 0.00247123
internal_count=3121 2620 1811 1642 1287 788 515 317 273 809 499
is_linear=0
shrinkage=0.00928922


Tree=2395
num_leaves=13
num_cat=0
split_feature=484 4 12 0 4 12 150 42 3 13 43 2
split_gain=5.67947e-05 8.28326e-05 8.51993e-05 8.63921e-05 9.1705e-05 8.81915e-05 0.000148114 0.000132543 0.000123493 0.000148681 0.000140031 1.10228e-05
threshold=-0.0068949999999999992 0.27044500000000005 0.10711000000000002 0.041630000000000007 -0.084369999999999987 -0.040564999999999997 0.086615000000000011 -0.088249999999999981 0.076840000000000006 -0.013634999999999998 -0.074359999999999996 0.10188000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 -6 7 -7 9 10 -9 -5
right_child=1 -3 -4 11 5 6 -8 8 -10 -11 -12 -13
leaf_value=-0.0020777650994033394 -0.0026389711186919082 0.0018968886215988748 -0.002668876387547852 0.0025053217348320325 -0.0024304862582162834 0.0041479031808415705 -0.0021335380653347336 0.0034917697507505915 0.0028874595754273557 -0.0031915162352818644 -0.0011265452045672109 0.0011499416438322113
leaf_weight=0.0010777984789505082 0.0012441675643090648 0.0019840630675092641 0.0010571553475198303 0.0010017387352119775 0.0010676341619648214 0.0010201149434833062 0.0015389016825466326 0.0010093042915469384 0.0013089698802879468 0.0011495948620054361 0.0012913500155709717 0.0010716554278333845
leaf_count=503 346 346 196 82 163 135 182 284 63 203 516 102
internal_value=0 0.000131175 -0.000143365 8.47615e-05 -0.000285567 6.35955e-05 0.000427449 0.00110938 0.000458088 -0.000463577 0.000899524 0.00180478
internal_weight=0 0.0147446 0.0127606 0.0117034 0.00963004 0.00838587 0.00731824 0.00577933 0.00475922 0.00345025 0.00230065 0.00207339
internal_count=3121 2618 2272 2076 1892 1546 1383 1201 1066 1003 800 184
is_linear=0
shrinkage=0.00928922


Tree=2396
num_leaves=12
num_cat=0
split_feature=42 123 4 0 4 151 52 403 1 0 0
split_gain=6.19779e-05 0.000109502 0.000101951 0.000121008 8.79514e-05 0.00011474 7.69131e-05 0.000127048 0.000105331 9.82599e-05 5.90692e-05
threshold=-0.11466499999999999 1.0000000180025095e-35 -0.49405499999999997 -0.0058249999999999994 -0.084369999999999987 -0.083274999999999988 0.090245000000000006 0.03138500000000001 0.095285000000000022 -0.14832499999999996 -0.10607499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 -4 -6 7 8 10 -10 -7
right_child=1 -3 3 -5 5 6 -8 -9 9 -11 -12
leaf_value=-0.0018935563136198643 -0.0023170146371799486 0.0026438176372827874 -0.0023219099595799811 0.0022176599705314706 -0.0019426617579472194 0.00035290572799405765 -0.0015211805531305687 0.0032335720011568104 -0.00024227664570233265 0.0024446685697663696 -0.0019604398719129668
leaf_weight=0.0010312031280148145 0.0011598646232993106 0.0010044469800990731 0.0010610476619621256 0.0015446488554354638 0.0014968231332894129 0.001332107405934983 0.0010937835325315962 0.0010872690865005065 0.0015699622454072859 0.0018798287865392782 0.0014479306887657177
leaf_count=171 140 254 311 147 272 87 528 166 73 237 735
internal_value=0 0.00011724 -6.83637e-05 0.000140063 -0.000152509 7.98187e-05 0.000439745 0.00073287 0.000296432 0.00122187 -0.000851957
internal_weight=0 0.0146777 0.0136733 0.0125134 0.0109688 0.0099077 0.00841088 0.0073171 0.00622983 0.00344979 0.00278004
internal_count=3121 2950 2696 2556 2409 2098 1826 1298 1132 310 822
is_linear=0
shrinkage=0.00792826


Tree=2397
num_leaves=19
num_cat=0
split_feature=1213 147 11 1447 1374 51 15 151 16 16 0 1 133 52 4 52 12 12
split_gain=0.000405082 0.000243849 0.000289912 0.000201695 0.000218156 0.000205701 0.000362887 0.000205166 0.000431157 0.000280554 0.000164223 0.000201931 0.000141806 0.000160844 0.00013366 0.000207119 0.000265174 0.000397087
threshold=-1.0000000180025095e-35 0.089025000000000007 0.088215000000000002 -1.0000000180025095e-35 -0.08070999999999999 0.078435000000000019 -0.094549999999999981 -0.00099499999999999979 -0.51370499999999997 -0.014034999999999997 -0.10224499999999999 0.111945 -0.085499999999999979 0.11125500000000001 -0.49013999999999996 0.083680000000000018 0.09857500000000001 0.079890000000000017
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 -5 7 -7 9 -9 -6 11 -10 -12 14 -14 16 17 -16
right_child=1 -3 -4 4 5 6 -8 8 10 -11 12 -13 13 -15 15 -17 -18 -19
leaf_value=-0.00097890301429540898 -0.00066917884898066646 0.00072733615667581325 -0.00082427956266330324 -0.0006377779003606058 -0.00088222395080355526 0.0012193946086274394 3.6433568147268342e-05 0.0010905589206240932 -0.00066186908172396065 0.0001688088687170882 0.00063274081117315611 0.00016759748513532456 -0.00036448625469948754 -0.00051634496401774049 0.00027838918183769603 0.00087798769167740111 0.00080034301526969254 -0.00096812756423870952
leaf_weight=0.0010890870873518079 0.0010161022470334532 0.0012120915908621832 0.0010852894271122784 0.0010748305211420997 0.0013587862579192561 0.001117607651986402 0.0016787886078137018 0.0010823140649487998 0.0016935738227036269 0.001272498827932623 0.0013014420191226452 0.0013766679271233068 0.0010523519022869162 0.0010805140390102441 0.0019061538784016976 0.0011139720412367549 0.0010153750568114746 0.0010124125485065048
leaf_count=491 252 122 109 54 111 70 267 58 125 226 200 61 68 159 144 179 90 335
internal_value=0 2.56077e-05 -1.444e-05 2.91711e-05 6.62503e-05 0.000108144 0.000509216 3.46772e-05 0.000119775 -0.000373941 2.88252e-05 -0.000289944 0.000144207 5.56659e-05 0.000156984 0.000265696 9.23136e-05 -0.000154011
internal_weight=0 0.0224508 0.0212387 0.0201534 0.0191373 0.0180625 0.0027964 0.0152661 0.0126348 0.00263129 0.0115525 0.00307024 0.00848222 0.00718078 0.00610027 0.00504791 0.00393394 0.00291857
internal_count=3121 2630 2508 2399 2147 2093 337 1756 1419 337 1361 186 1175 975 816 748 569 479
is_linear=0
shrinkage=0.00160853


Tree=2398
num_leaves=13
num_cat=0
split_feature=11 48 0 2 151 15 2 133 15 43 4 16
split_gain=5.69904e-05 6.34496e-05 0.000168389 0.00011437 8.17114e-05 0.000118519 0.000209741 8.15636e-05 9.34209e-05 0.000236749 0.000272916 0.000119755
threshold=0.081790000000000015 0.016865000000000002 -0.20211999999999997 0.10252500000000002 -0.00099499999999999979 0.091915000000000011 0.11237500000000002 0.089980000000000018 -0.016799999999999995 -0.084004999999999982 -0.077834999999999988 -0.056919999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 -3 -4 -1 6 7 8 11 -10 -11 -6
right_child=-2 2 3 -5 5 -7 -8 -9 9 10 -12 -13
leaf_value=-0.0027384145488215769 -0.0020899866055458728 -0.00098129404579415619 0.00082943321507401098 0.0052222400852761138 0.00097592809437792858 -0.0028780930810013935 0.0046980390076760371 -0.0024275296053833679 0.005153619994026401 -0.0036665350380687507 0.0033009246107510073 -0.0034080035640952832
leaf_weight=0.0011535139770322391 0.001192553820288266 0.0019295532549392647 0.0011843972861923296 0.001121148469139464 0.0012771952008949015 0.0011741736737786697 0.0010001896036739158 0.0012346824300197576 0.0011103282930205872 0.0011766524795293375 0.0010197907830464788 0.0011513907777504066
leaf_count=314 175 82 315 183 232 435 228 304 105 454 92 202
internal_value=0 0.00015166 0.00116735 0.00296558 -0.000266049 4.58261e-05 0.000476578 -0.000129195 0.00036558 0.00144377 -0.0004316 -0.00110249
internal_weight=0 0.014533 0.0042351 0.00230555 0.0102979 0.0091444 0.00797023 0.00697004 0.00573536 0.00330677 0.00219644 0.00242859
internal_count=3121 2946 580 498 2366 2052 1617 1389 1085 651 546 434
is_linear=0
shrinkage=0.0098578


Tree=2399
num_leaves=18
num_cat=0
split_feature=1213 1374 124 457 11 484 50 3 2 0 4 15 47 4 12 52 2
split_gain=0.00059336 0.000290788 0.000230057 0.000252394 0.000368526 0.000248164 0.000238309 0.000174522 0.000317453 0.000262398 0.000239125 0.000223553 0.00020567 0.000245317 0.000204839 0.000270716 0.000193685
threshold=-1.0000000180025095e-35 -0.094929999999999987 0.10195500000000002 0.088350000000000026 0.089270000000000002 -0.0068949999999999992 0.099210000000000007 -0.12018999999999998 0.10855000000000002 -0.10011499999999998 0.23246000000000003 0.088655000000000025 0.086785000000000015 -0.0047449999999999992 0.10016000000000001 0.083680000000000018 0.11215000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 5 -3 7 8 -7 10 12 14 13 -9 15 -11 -12
right_child=1 2 -4 -5 -6 6 -8 9 -10 11 16 -13 -14 -15 -16 -17 -18
leaf_value=-0.0010586251004938122 -0.00071235398137963737 -0.00058119608632034125 0.00072992975790456933 0.00063173139933220463 -0.00084752000495262603 -3.6971857212671291e-05 0.00073729910092977242 0.00012055636953809185 0.0009837434025685883 -0.00063474519602142471 0.00015636202851083877 -0.00078322941161068616 -0.00016293862422280436 0.0009519578928531314 0.00038117183469516035 0.00015140585573958015 -0.00060920230315164667
leaf_weight=0.0010609837417804987 0.001014093850915109 0.0012160838715311205 0.0010272670654775653 0.0013573696544266342 0.0010049772679909799 0.0015140462150510436 0.0010759701560384962 0.0012923694522064544 0.0010546063896145763 0.0019716629645750612 0.001687280752560083 0.0012317144850557959 0.001002261851574815 0.0016464352792113033 0.0013092212259882413 0.0016343902697159851 0.0011228690117419116
leaf_count=491 55 454 42 116 102 112 193 87 47 559 61 302 23 87 101 209 80
internal_value=0 3.47923e-05 7.06188e-05 3.69584e-05 -6.06715e-06 4.15507e-05 8.73296e-05 4.21137e-05 0.000382101 -2.55941e-05 0.0001688 -0.000239097 0.00039579 0.000586341 -0.000102743 -0.000278434 -0.000149539
internal_weight=0 0.0221626 0.0211485 0.0201213 0.0187639 0.0177589 0.0165428 0.0154669 0.00256865 0.0128982 0.00675122 0.00614699 0.00394107 0.0029388 0.00491527 0.00360605 0.00281015
internal_count=3121 2630 2575 2533 2417 2315 1861 1668 159 1509 338 1171 197 174 869 768 141
is_linear=0
shrinkage=0.00142833


Tree=2400
num_leaves=12
num_cat=0
split_feature=48 0 2 1 42 133 42 0 1 1 13
split_gain=6.21443e-05 0.000109687 0.000169902 8.28373e-05 9.69783e-05 0.000101582 8.11389e-05 0.000123097 0.000153646 6.66691e-05 5.20687e-05
threshold=0.12879500000000002 -0.17169499999999996 0.10467500000000002 0.12958500000000003 0.092145000000000019 0.083950000000000011 -1.0000000180025095e-35 -0.060129999999999996 0.08844500000000001 0.10672000000000002 -0.080759999999999985
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 6 -3 8 -8 -10 -7
right_child=-2 3 -4 -5 -6 10 7 -9 9 -11 -12
leaf_value=-0.00030792098408055635 -0.0021156173731792997 -0.0025248933618561235 0.0041701089290845277 0.001832486106152035 -0.0023536470200590251 0.00024066657839033536 -0.0039429973203173171 0.0015999615715800827 0.0014145153505959146 -0.0015768035650521586 0.0029058369687978178
leaf_weight=0.0014093173545515212 0.0010102099685591606 0.0013995125198428757 0.0012036853326042804 0.0013355953219109451 0.0017666466561260087 0.0011905462994195827 0.0010512759530331003 0.0019411221345732449 0.0012916809985727279 0.0010230733649110313 0.0010633318656313121
leaf_count=92 90 650 82 193 539 378 349 226 141 88 293
internal_value=0 0.000128931 0.00175489 -0.000223279 -0.000479234 -0.000109677 -0.000649974 -0.000155552 -0.00116792 9.24145e-05 0.00149804
internal_weight=0 0.0146758 0.002613 0.0120628 0.0107272 0.00896054 0.00670666 0.00530715 0.00336603 0.00231475 0.00225388
internal_count=3121 3031 174 2857 2664 2125 1454 804 578 229 671
is_linear=0
shrinkage=0.00875344


Tree=2401
num_leaves=19
num_cat=0
split_feature=1213 147 11 133 160 457 4 474 42 4 51 12 1 16 0 4 0 160
split_gain=0.000475694 0.000238477 0.000311759 0.000275378 0.00040911 0.00042357 0.000326622 0.000309897 0.00028114 0.000348741 0.000278956 0.000256445 0.000216609 0.000155323 0.000248466 0.000134586 0.000108582 4.9612e-05
threshold=-1.0000000180025095e-35 0.089025000000000007 0.088215000000000002 -0.083244999999999986 -1.0000000180025095e-35 -0.0029299999999999994 0.24564500000000003 0.084660000000000027 0.088200000000000014 0.08184000000000001 0.012085000000000002 0.088305000000000008 0.10538500000000002 -0.056919999999999991 0.041630000000000007 -0.026489999999999996 -0.083914999999999976 0.062030000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 11 7 -6 8 10 9 12 -5 -2 13 16 -15 -10 17 -7
right_child=1 -3 -4 4 5 6 -8 -9 15 -11 -12 -13 -14 14 -16 -17 -18 -19
leaf_value=-0.0010124186396772233 -2.995208858260582e-05 0.00071607945846390085 -0.00082684715432398254 -0.0011928026850932237 -0.00078272867525349364 0.00064934243583386153 0.00083089600279804849 0.00020608190658322643 0.00012458702598685186 -0.00078362030471733313 -0.00017944881389067954 0.00099619635650375336 0.00072262507732306046 -0.00081285529602844093 0.00015339515252567641 0.00083887588384442657 -0.00020315001831360961 0.00016400621381063208
leaf_weight=0.0010949172816775146 0.0010593047754388482 0.0011534793392980183 0.0010503945696684882 0.0015412594980320623 0.0011927703120929731 0.0010128644549363131 0.0016120439498680571 0.0011112899696956585 0.0011134208482179095 0.0013244844596227157 0.0011220632884030302 0.0012923618685735036 0.0010690144269199231 0.0012448094330126946 0.0013009305832338836 0.0014538469383835748 0.0010604411295185266 0.0010010064191389723
leaf_count=491 155 122 109 457 120 84 151 186 236 46 138 196 96 195 61 107 134 37
internal_value=0 3.20191e-05 -6.35452e-06 3.78155e-05 -3.01782e-05 9.65878e-05 0.000182607 -0.000479719 8.3837e-05 -5.88068e-05 -0.000765875 0.000533969 8.47116e-05 -3.66287e-05 -0.00031908 0.00052909 0.00019726 0.000408103
internal_weight=0 0.0217158 0.0205623 0.0195119 0.0171602 0.0133856 0.0121929 0.00377461 0.0105808 0.00801355 0.00266332 0.00235167 0.00668907 0.00562005 0.00254574 0.00256727 0.00307431 0.00201387
internal_count=3121 2630 2508 2399 2048 1267 1147 781 996 653 595 351 607 511 256 343 255 121
is_linear=0
shrinkage=0.00154607


Tree=2402
num_leaves=17
num_cat=0
split_feature=147 11 52 403 403 123 3 2 160 2 0 1 0 13 49 47
split_gain=0.000173444 0.000188637 0.000163527 0.000150388 0.000145638 0.000166449 0.000176508 0.000249427 0.000136883 0.000200752 0.000188872 0.000134713 0.000336227 0.000208851 0.000107138 0.000106767
threshold=0.088610000000000008 0.087830000000000005 0.19022000000000003 0.10301500000000001 0.07955000000000001 1.0000000180025095e-35 -0.10519499999999998 0.10060500000000001 0.088405000000000011 0.08622500000000001 -0.11013499999999998 0.10439500000000002 -0.15202999999999997 -0.099939999999999987 -0.0036199999999999995 0.09550500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 7 -1 9 10 -8 13 -13 -11 -15 -12
right_child=-2 -3 -4 -5 -6 -7 8 -9 -10 11 15 12 -14 14 -16 -17
leaf_value=-3.9362118506236102e-05 0.00062552811766490677 -0.00068284855242260409 -0.00052490814820181024 -0.00053036261861013484 0.00065727391721898088 0.00064397468678641947 0.0006760352714028227 0.000947000530282429 0.00029876584001838606 -9.060097664589814e-05 -0.0003828693241369383 -0.00065865738183661917 0.00061215010297183462 -0.00051428671169959604 -0.0012417093475481046 0.00024914458726381237
leaf_weight=0.001566236003690877 0.0010362648695060898 0.0010619192547088865 0.001361823905445785 0.001065652956214711 0.0010225418193197241 0.0010605778600645726 0.0010580236948136701 0.0010752814977455782 0.0018636439445743761 0.0014242950892534561 0.0015378329542510127 0.0010701851459407052 0.0010030291641049405 0.0010026270302984927 0.0010115365470345075 0.0011707898302578401
leaf_count=133 127 118 341 197 98 221 46 66 211 33 582 32 106 111 600 99
internal_value=0 -3.66843e-05 8.23652e-07 4.31071e-05 8.16232e-05 4.19692e-05 -4.35249e-06 0.000362156 -9.12437e-05 -0.000169581 0.000111019 -0.000361341 -4.38358e-05 -0.000552781 -0.000879607 -0.000109684
internal_weight=0 0.019356 0.0182941 0.0169323 0.0158666 0.0148441 0.0137835 0.00264152 0.011142 0.00927832 0.00376665 0.00551167 0.00207321 0.00343846 0.00201416 0.00270862
internal_count=3121 2994 2876 2535 2338 2240 2019 199 1820 1609 727 882 138 744 711 681
is_linear=0
shrinkage=0.00157699


Tree=2403
num_leaves=17
num_cat=0
split_feature=1213 147 11 52 123 133 475 1 16 16 51 43 43 1 12 16
split_gain=0.000402469 0.000193816 0.000276727 0.000206125 0.000231543 0.000198097 0.000188597 0.000190418 0.00020058 0.000392248 0.00016094 0.000126382 0.000162697 0.000139709 0.000125495 0.000107859
threshold=-1.0000000180025095e-35 0.089025000000000007 0.088215000000000002 0.19022000000000003 1.0000000180025095e-35 -0.085499999999999979 -1.0000000180025095e-35 0.10439500000000002 -0.45661999999999997 0.10246000000000001 0.087505000000000013 -0.15582499999999996 -0.014584999999999999 0.086560000000000012 0.086915000000000006 -0.074319999999999983
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 -2 -7 10 -9 15 11 -8 -13 14 -14 -10
right_child=1 -3 -4 -5 -6 6 7 8 9 -11 -12 12 13 -15 -16 -17
leaf_value=-0.0011951112815311708 0.00047179011557421842 0.0006299440486496748 -0.0010667763668984805 -0.0007421389677276756 0.00066988291563815699 -0.0008533863209346296 0.00034574067854805323 -0.00048489080845946872 0.0004328901658892784 -0.00041937609652733664 -0.00090932641207966554 -0.00075350105407321418 0.00057472626149366202 -0.00054269302261402363 -0.00017852415454780237 0.0012028487224923733
leaf_weight=0.0011570082632718906 0.0016385590753732913 0.0010357323113446238 0.0010035194934643324 0.0014949096813471055 0.0012871638497978051 0.0012019740136326668 0.0011951856842361535 0.0011252328658348798 0.0011632674278905519 0.0012635167325214525 0.0011061087416952969 0.0016952586865223631 0.0011588777369929866 0.0015218459149637376 0.0017525739533448027 0.0011324489004191926
leaf_count=491 285 122 109 334 233 351 93 60 89 58 115 437 85 84 132 43
internal_value=0 -0.000118907 -0.000158197 -0.000109535 -5.46873e-05 -0.000113142 -0.00018009 -0.00011838 0.000168691 0.000375318 -0.000277906 -0.000182542 -0.000285567 -0.000106633 0.000121301 0.000812701
internal_weight=0 0.0207762 0.0197404 0.0187369 0.017242 0.0159548 0.0143163 0.0131143 0.00468447 0.00355923 0.00842985 0.00732374 0.00612856 0.0044333 0.00291145 0.00229572
internal_count=3121 2630 2508 2399 2065 1832 1547 1196 250 190 946 831 738 301 217 132
is_linear=0
shrinkage=0.00177594


Tree=2404
num_leaves=13
num_cat=0
split_feature=14 0 16 15 49 43 2 48 3 42 2 3
split_gain=5.81125e-05 0.000104174 0.000155716 0.000106208 0.000229692 0.000105614 7.7273e-05 0.000130137 0.000128052 6.53e-05 7.73757e-05 6.41689e-05
threshold=-0.10708499999999999 -0.10607499999999999 -0.013324999999999998 -0.10653 -0.043469999999999995 0.016310000000000002 -1.0000000180025095e-35 0.088965000000000002 -0.074084999999999998 0.09112000000000002 0.084245000000000014 -0.059315
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 -5 6 -3 8 9 10 -8 -7
right_child=1 5 -4 4 -6 11 7 -9 -10 -11 -12 -13
leaf_value=-0.0020149701385829949 0.0024034806736944877 0.0012360181556876836 0.0044731552593203824 0.0014388117569558454 -0.0042787713829362034 -0.00028605312077967091 -0.00027823078869690994 0.0013688308093892656 -0.0044610042877679459 0.00094753444994074827 -0.0039593796372669769 0.003074590937115854
leaf_weight=0.0012725016269779154 0.0015542663922803041 0.0011477322732973781 0.0010861318455925835 0.0017129828786488221 0.0010638334831706842 0.0010573810554850294 0.0011115295813538266 0.00117808170988443 0.0015846953946449137 0.0010001991636654183 0.0010252773146103068 0.0010654001154355441
leaf_count=140 169 149 102 125 113 304 353 234 313 224 812 83
internal_value=0 0.000138538 0.00120114 0.0003806 -0.000751667 -0.000489179 -0.0010584 -0.00150476 -0.00222173 -0.00109053 -0.00204451 0.00140062
internal_weight=0 0.0145875 0.00541721 0.00433108 0.00277682 0.0091703 0.00704752 0.00589978 0.0047217 0.00313701 0.00213681 0.00212278
internal_count=3121 2981 509 407 238 2472 2085 1936 1702 1389 1165 387
is_linear=0
shrinkage=0.00966451


Tree=2405
num_leaves=13
num_cat=0
split_feature=484 15 15 0 160 0 2 0 15 47 1 13
split_gain=5.67983e-05 7.76636e-05 9.28503e-05 8.14435e-05 0.000167772 0.000139101 0.000110102 0.000103243 7.63359e-05 0.000115608 7.31646e-05 7.88698e-05
threshold=-0.0068949999999999992 -0.24436499999999997 -0.11713499999999999 -0.10011499999999998 0.086075000000000013 -0.084269999999999984 0.10097500000000002 0.13134000000000004 0.035560000000000008 0.088195000000000009 0.088485000000000022 -0.073839999999999975
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 8 -5 10 -8 9 -4 11 -7
right_child=1 2 3 5 -6 6 7 -9 -10 -11 -12 -13
leaf_value=-0.0022084556036233603 0.0026896699945123132 -0.0025830641531894324 0.0047492629031022022 -0.0038370684788662625 -0.0023168207041214992 0.0041892912468980085 -0.0039184826585485326 0.00039848136864029728 3.1761881316498021e-05 0.00057286868474853286 -0.00057602624392782877 0.00063912458520761579
leaf_weight=0.0010849931800226637 0.0010671685058800178 0.0012947218266336482 0.0015864575384557317 0.0010214220887970254 0.0010473007003523049 0.0010179039641279599 0.0010634922262258983 0.0010902352878092714 0.0011673627220472049 0.0010843059158309742 0.0017005128660732179 0.0015104288651940534
leaf_count=503 232 187 181 527 72 160 333 30 90 32 368 406
internal_value=0 0.000129021 -7.21434e-05 0.000192388 0.00118031 -0.000459481 8.10443e-05 -0.0017332 0.00213457 0.00305368 0.00100503 0.00206842
internal_weight=0 0.0146513 0.0135841 0.0122894 0.00488543 0.007404 0.00638257 0.00215373 0.00383813 0.00267076 0.00422885 0.00252833
internal_count=3121 2618 2386 2199 375 1824 1297 363 303 213 934 566
is_linear=0
shrinkage=0.0098578


Tree=2406
num_leaves=12
num_cat=0
split_feature=124 4 0 4 151 13 403 1 12 43 2
split_gain=5.36163e-05 8.72789e-05 0.000114448 8.97039e-05 0.000100675 7.70671e-05 9.53815e-05 0.000128959 0.000120649 6.08271e-05 0.000114195
threshold=-0.043384999999999993 -0.49405499999999997 1.0000000180025095e-35 -0.084369999999999987 -0.083274999999999988 -0.14179999999999995 0.03138500000000001 0.094465000000000007 0.084225000000000008 -0.079329999999999984 0.11215000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 -5 -6 7 8 -7 -9 -11
right_child=1 2 -4 4 5 6 -8 9 -10 10 -12
leaf_value=0.0018015365269336428 -0.0025342459414054636 -0.0026876260152164651 0.0022714310311680685 -0.0021831931102740819 0.0025565792443242728 -0.00044446697417359116 0.0024426034644515408 -0.0010683492832668699 -0.0042689131680727424 0.002747435285612367 -0.00091469776136476704
leaf_weight=0.0011827295991481265 0.0011511575193667847 0.0011138937461514743 0.0015958035147090018 0.0014804104441929191 0.0010884708929015429 0.0018277730100766752 0.001118862901975496 0.0011589920025502258 0.001027082509257018 0.001783950776992449 0.0010957159418640838
leaf_count=259 141 374 149 287 139 160 228 94 1031 182 77
internal_value=0 -0.000175784 2.84876e-05 -0.000277562 -2.38535e-05 0.0003274 2.45695e-05 -0.000367893 -0.00182038 0.000658841 0.00135399
internal_weight=0 0.0144421 0.013291 0.0116952 0.0105813 0.00910085 0.00801238 0.00689351 0.00285486 0.00403866 0.00287967
internal_count=3121 2862 2721 2572 2198 1911 1772 1544 1191 353 259
is_linear=0
shrinkage=0.00892851


Tree=2407
num_leaves=15
num_cat=0
split_feature=1213 147 11 52 13 52 15 2 1 16 1 43 47 1
split_gain=0.000419744 0.000163782 0.00023132 0.000191153 0.000148941 0.000241191 0.000235969 0.000319637 0.000250074 0.000230494 0.000170533 0.000228143 0.000135903 0.000126775
threshold=-1.0000000180025095e-35 0.089025000000000007 0.087830000000000005 0.19022000000000003 -0.00096999999999999983 0.077655000000000016 0.035560000000000008 0.11215000000000001 0.094825000000000007 0.22339500000000004 0.08844500000000001 0.016310000000000002 0.090100000000000013 0.086560000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 9 6 7 8 13 10 11 -2 -12 -6
right_child=1 -3 -4 -5 5 -7 -8 -9 -10 -11 12 -13 -14 -15
leaf_value=-0.0010574406009273777 -0.00023042164585522788 0.00069777538899220561 -0.0007343721055728615 -0.000542513069747813 0.00024889109511237419 0.00054274562346880628 -0.000917595636618867 -0.00081196900485535316 0.00059618196807062094 -0.00025137611574480099 0.00097731639479654029 0.0007383566011814048 0.00024441021939878454 -0.00045100376588198295
leaf_weight=0.0010188163246672979 0.0017756750750012708 0.0010176132433181292 0.0011052774280040359 0.0013867599482281631 0.0012179228598530375 0.0016087345019903943 0.0010249216281130163 0.0012397485239814127 0.0019977064191179367 0.0017945565378280556 0.0019336709012189052 0.0011041062115012545 0.0011184213945794226 0.0017901962040781094
leaf_count=491 644 122 118 333 109 109 104 100 91 206 394 152 83 65
internal_value=0 4.35958e-05 8.73808e-06 5.43875e-05 0.000104235 -4.36103e-05 -0.000173353 -5.12196e-05 0.000137188 0.00027414 0.000433123 0.000141007 0.000708747 -0.000167631
internal_weight=0 0.0201153 0.0190977 0.0179924 0.0166057 0.00887923 0.0072705 0.00624557 0.00500583 0.00772643 0.00593187 0.00287978 0.00305209 0.00300812
internal_count=3121 2630 2508 2390 2057 578 469 365 265 1479 1273 796 477 174
is_linear=0
shrinkage=0.00167351


Tree=2408
num_leaves=16
num_cat=0
split_feature=1213 147 11 150 484 0 403 160 16 13 49 12 16 15 42
split_gain=0.00052342 0.000182195 0.000210175 0.000179379 0.000165868 0.000138336 0.000178978 0.00021409 0.000193617 0.000297834 0.000240465 0.000269596 0.000263267 0.000165046 0.000148564
threshold=-1.0000000180025095e-35 0.089025000000000007 0.087830000000000005 0.116995 -0.0068949999999999992 0.18019500000000002 0.03138500000000001 -0.080934999999999993 0.26676500000000009 -0.084034999999999985 -0.081404999999999991 0.085955000000000018 -0.094359999999999986 -0.03241999999999999 0.083995000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 6 7 13 9 14 -11 12 -12 -6 -9
right_child=1 -3 -4 -5 5 -7 -8 8 -10 10 11 -13 -14 -15 -16
leaf_value=-0.0012777173282309136 -0.00063207883718036561 0.00080969200354228895 -0.00079370666473346037 -0.00069899728022165125 6.2482887308100866e-06 0.00079184207037515911 0.00065970987357544979 0.00033132308134367855 -0.00044331844772695935 0.00062789841621710126 -0.00056006338979389353 -0.00083295019618276215 0.00052884623567782374 -0.0010157794628567153 0.0011664973395626055
leaf_weight=0.0010822026085369188 0.0010089140074346246 0.0010014936295677989 0.0010717523539429665 0.0010324500048627802 0.0010677092261334939 0.0010403725164806468 0.00169607719197483 0.0015618008134670154 0.0017172662111219561 0.0015945679070978871 0.0012396146088481247 0.0015527095951677269 0.0019510299386462128 0.001090261158148643 0.0013606081029469454
leaf_count=491 458 122 118 65 190 24 166 132 212 91 110 445 135 214 148
internal_value=0 4.16042e-05 1.08641e-06 4.86387e-05 9.43646e-05 0.000140541 9.48556e-05 2.19211e-05 0.000126507 0.000232177 7.1678e-06 -0.000201502 0.000105788 -0.000510106 0.000720162
internal_weight=0 0.0199866 0.0189851 0.0179134 0.0168809 0.015872 0.0148316 0.0131356 0.0109776 0.00926033 0.00633792 0.00474335 0.00319064 0.00215797 0.00292241
internal_count=3121 2630 2508 2390 2325 1867 1843 1677 1273 1061 781 690 245 404 280
is_linear=0
shrinkage=0.00184769


Tree=2409
num_leaves=12
num_cat=0
split_feature=457 1 457 11 3 47 49 13 15 42 12
split_gain=5.81346e-05 0.000109235 0.000102017 0.000101503 9.0821e-05 0.000179715 0.000119707 0.000116177 8.22844e-05 7.18739e-05 4.62033e-05
threshold=0.080930000000000016 0.13146500000000003 0.10487 0.079915000000000014 -0.10519499999999998 0.09585500000000001 -0.070909999999999987 -0.014169999999999999 -0.024814999999999997 0.086325000000000013 0.09141500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 4 10 6 -6 9 -9 -8 -1
right_child=2 -3 -4 -5 5 -7 7 8 -10 -11 -12
leaf_value=6.1402862157733463e-05 0.0033754145450274899 0.0021456027097322239 -0.00082343656252820401 -0.0033161230127465718 -0.0028177455806932899 -0.0042920230968932866 7.6716189232641115e-05 9.3491824529901877e-07 0.0031002293073424353 -0.0030916077083765303 0.0028980555619568782
leaf_weight=0.0010628539000269973 0.0011716377793844516 0.0015553298416137945 0.0010032749499453431 0.0011429194510360627 0.0013289362159897055 0.0011468080158386906 0.00198168623364274 0.0015002240214112934 0.001714512733294878 0.0010094085953926794 0.0010825899019785146
leaf_count=105 176 219 82 177 150 219 460 229 461 764 79
internal_value=0 -0.000263868 0.00143851 -0.000576946 -0.000287793 -0.000727819 -0.000185339 0.000378373 0.00165388 -0.000992502 0.00149278
internal_weight=0 0.0135253 0.00217491 0.0119699 0.010827 0.00868158 0.00753477 0.00620583 0.00321474 0.00299109 0.00214544
internal_count=3121 2863 258 2644 2467 2283 2064 1914 690 1224 184
is_linear=0
shrinkage=0.00966451


Tree=2410
num_leaves=11
num_cat=0
split_feature=52 1 457 52 0 16 4 151 1 47
split_gain=5.29311e-05 0.000121112 6.2518e-05 9.22776e-05 0.000157893 0.000123045 9.89899e-05 8.87953e-05 0.000193963 8.78604e-05
threshold=-0.40306999999999998 0.13436000000000001 0.080930000000000016 0.11434500000000002 -0.062294999999999996 -0.056919999999999991 -0.35136499999999998 -0.0017399999999999998 0.08844500000000001 0.081320000000000017
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 7 -6 -2 -9 -10
right_child=1 -3 -4 -5 6 -7 -8 8 9 -11
leaf_value=-0.0020809558712778049 -0.0024737372696959142 0.0031343394546978227 0.0014073611804794233 -0.0023676684036721034 0.00024341513387355273 -0.0028080241915866919 0.0038191083972131923 -0.0020467587798610903 0.0040429882663691984 0.00064084693010733179
leaf_weight=0.0010101612070180154 0.0010331568077066736 0.0010646790472344332 0.0019754832378837571 0.0017173022731682983 0.0014561908116297317 0.0018641592022072707 0.0012344148181976603 0.0015559642501131515 0.0011322239457768196 0.0015540534594133959
leaf_count=324 95 195 233 448 100 570 139 763 186 68
internal_value=0 0.000117808 -0.000119688 -0.000380927 -3.38494e-05 -0.000756569 0.0018839 -3.16495e-05 0.000563097 0.0020748
internal_weight=0 0.0145876 0.0135229 0.0115475 0.00983016 0.00713956 0.00269061 0.0052754 0.00424224 0.00268628
internal_count=3121 2797 2602 2369 1921 1682 239 1112 1017 254
is_linear=0
shrinkage=0.00928922


Tree=2411
num_leaves=13
num_cat=0
split_feature=42 43 16 12 12 0 2 3 160 2 2 1
split_gain=5.77499e-05 8.02043e-05 0.00011009 9.66948e-05 8.8067e-05 0.000144381 8.50454e-05 0.000120516 9.63768e-05 8.33784e-05 2.68867e-05 6.68615e-06
threshold=-0.11051499999999999 -0.17390999999999998 0.15891500000000003 0.095175000000000023 0.092355000000000007 -0.076899999999999982 0.089775000000000008 -0.016324999999999996 0.085045000000000023 0.083215000000000011 0.113445 0.092390000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 4 -4 5 6 9 -8 10 11 -9 -3
right_child=1 2 3 -5 -6 -7 7 8 -10 -11 -12 -13
leaf_value=-0.0021307940826772878 0.0022233605402316092 -0.00053306718009188164 -0.0040375185453256955 -0.00014484196304439504 -0.0017237799447149876 0.0032738333141426367 0.0037211033965554698 -0.0021975083456174786 0.0023987269626234318 -0.0033221842662063345 -0.00010309749788186481 0.00054940619792025332
leaf_weight=0.0010846776750192176 0.0014829012266035493 0.0010323153236855729 0.0010856315093018187 0.0012129505445237568 0.0016289592234369462 0.0015772394681958842 0.0010746409166097065 0.0010145533344418922 0.0010720466339639301 0.0010099897419438035 0.0012024358293276187 0.0010168882300870645
leaf_count=181 138 255 246 179 557 293 202 90 58 698 129 95
internal_value=0 0.000136268 -0.000103138 -0.00198337 0.000303471 0.000670389 0.0001172 0.000966373 6.63081e-05 -0.00109407 -0.00106156 4.0949e-06
internal_weight=0 0.0144106 0.0129277 0.00229858 0.0106291 0.00900011 0.00742287 0.00436368 0.00328904 0.00305919 0.00221699 0.0020492
internal_count=3121 2940 2802 425 2377 1820 1527 479 277 1048 219 350
is_linear=0
shrinkage=0.00947501


Tree=2412
num_leaves=16
num_cat=0
split_feature=1213 147 484 1374 457 1 151 4 160 52 15 133 42 43 2
split_gain=0.000504319 0.000150964 0.000239807 0.000224892 0.00014288 0.000159902 0.000165745 0.000266812 0.00023937 0.000165404 0.000213532 0.000250238 0.000322405 8.31978e-05 0.000228894
threshold=-1.0000000180025095e-35 0.089025000000000007 -0.0068949999999999992 -0.08070999999999999 0.080930000000000016 0.13146500000000003 -0.0017399999999999998 0.40473500000000007 -0.082299999999999984 -0.092399999999999982 -0.10324499999999999 0.10622000000000002 -1.0000000180025095e-35 0.016310000000000002 0.089775000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 5 6 -5 8 -8 -10 -11 12 -12 14 -14
right_child=1 -3 3 4 -6 -7 7 -9 9 10 11 -13 13 -15 -16
leaf_value=-0.0011300408983427907 -0.00066364176200411603 0.00065799019257992825 -0.00069415869641623756 -0.00046690528347397502 0.0005725022803043248 0.0005301907854500166 -0.00072842131602070498 0.00077599173539243528 -0.00054094885845092338 -0.00044503970915618169 -0.00041713534815386491 -0.00048525025808161674 0.00080288539456376516 0.00093719716106412511 -8.2087221138077646e-05
leaf_weight=0.0010396150252122869 0.0013266482671291996 0.0010167322140269474 0.0010042987840006559 0.001805407482778896 0.0015934351459453424 0.0016959308344665922 0.0011418111580150355 0.0012735015675865444 0.0010583770402177095 0.0013532230150439233 0.0010492144046949457 0.0010035231533351563 0.0019752582528570605 0.0013272016030789757 0.001307518927690543
leaf_count=491 474 122 54 184 136 187 309 92 318 99 240 198 97 49 71
internal_value=0 4.21149e-05 9.01056e-06 5.97461e-05 0.0001054 5.57505e-05 -4.76962e-06 6.78474e-05 -2.0427e-05 6.86592e-05 0.000149148 0.00026983 0.000403725 0.00059055 0.000450404
internal_weight=0 0.0199321 0.0189153 0.0175887 0.0165844 0.014991 0.013295 0.0114896 0.0102161 0.00907432 0.00801594 0.00666272 0.00565919 0.00460998 0.00328278
internal_count=3121 2630 2508 2034 1980 1844 1657 1473 1381 1072 754 655 457 217 168
is_linear=0
shrinkage=0.0016407


Tree=2413
num_leaves=18
num_cat=0
split_feature=1213 11 0 403 52 16 13 474 3 48 43 12 3 0 1 43 0
split_gain=0.000470613 0.000209623 0.000215402 0.000256445 0.000190832 0.000185014 0.000203565 0.000262938 0.000221025 0.000321055 0.000151138 0.000211827 0.000194699 0.000173024 0.000370163 0.000131449 0.000119632
threshold=-1.0000000180025095e-35 0.088215000000000002 0.18019500000000002 0.092070000000000013 0.15915500000000002 0.26676500000000009 -0.08971999999999998 0.084660000000000027 0.12178000000000001 0.095425000000000024 -0.08287499999999999 0.079890000000000017 -0.08824499999999999 -0.10224499999999999 0.091195000000000012 -0.074359999999999996 -0.11756999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 6 16 8 9 10 12 13 -8 14 -12 -7 -2
right_child=1 -3 -4 -5 -6 15 7 -9 -10 -11 11 -13 -14 -15 -16 -17 -18
leaf_value=-0.0011348110540284736 0.00016237892498810249 -0.00067679858647202876 0.00082164342602800665 0.00080592231143365679 -0.00057208023837416414 2.0028519514420102e-05 -0.00026866051714802123 0.00083354008337157041 -0.00082675519553278027 0.00085064948438414952 0.00029298682238898787 -0.00097727205850502174 0.00069184042583785856 0.00044425118905478051 -0.0010542321355437474 -0.00085315067628397012 0.00083735051950078055
leaf_weight=0.0010797386193881131 0.0015676026760615969 0.0011570156144480306 0.0011363256517978723 0.0012411080578303623 0.0016744274362518871 0.0010001897381841235 0.0012768805861619673 0.0010427138236272651 0.001086004686325027 0.0011788288486295449 0.0012571763310966766 0.0011121479302460113 0.0012822233269050185 0.0011649568088694549 0.0012165486930015082 0.0010946532193851907 0.0016173256675750718
leaf_count=491 123 112 29 120 339 129 128 199 37 133 51 513 230 106 59 158 164
internal_value=0 4.37046e-05 8.54926e-05 4.10277e-05 -1.29976e-05 4.58895e-05 0.000119065 3.25634e-06 -8.71634e-05 7.45579e-06 -0.000128521 -0.000312267 0.000212593 -0.000109011 -0.00036956 -0.000436248 0.000505134
internal_weight=0 0.0211061 0.0199491 0.0188128 0.0175717 0.0158973 0.0138024 0.0106175 0.00957477 0.00848876 0.00730993 0.00475083 0.0025591 0.00363868 0.00247373 0.00209484 0.00318493
internal_count=3121 2630 2518 2489 2369 2030 1743 1456 1257 1220 1087 729 358 216 110 287 287
is_linear=0
shrinkage=0.00174112


Tree=2414
num_leaves=17
num_cat=0
split_feature=1213 147 52 11 0 16 43 13 4 15 3 157 52 0 0 3
split_gain=0.000435061 0.000265498 0.000198683 0.000170354 0.000205624 0.000282304 0.000282705 0.000271017 0.000197666 0.000203991 0.00015459 0.000144787 0.000142298 0.000232784 0.000129678 0.000253341
threshold=-1.0000000180025095e-35 0.089025000000000007 0.19022000000000003 0.087830000000000005 0.18019500000000002 0.22339500000000004 -0.074359999999999996 -0.010384999999999998 0.24564500000000003 -1.0000000180025095e-35 -0.078934999999999991 -0.04831499999999999 -0.0027449999999999996 -0.23051499999999997 -0.077809999999999976 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 7 -7 8 9 -2 -11 -9 13 -13 15 -14
right_child=1 -3 -4 -5 -6 6 -8 11 -10 10 -12 12 14 -15 -16 -17
leaf_value=-0.0010677586446147041 -0.00025439324320365963 0.0008266521958857475 -0.0005705994757278269 -0.00060894844951337075 0.00079799622735511177 9.634903233021577e-05 -0.00097635421563773599 0.00051417201442006445 0.0010461091221911324 0.00014694851816770079 0.00090528727178945429 0.00011684764394333114 -0.00079726081682352456 -0.00088837091787027532 0.00047994986999048159 0.00019680328974172975
leaf_weight=0.0010135839739590117 0.0014099845626992461 0.0010761646434234362 0.0015675528990934514 0.001030671927470638 0.0010045915884971937 0.0012835065748271479 0.0013643552774154971 0.0010135912512575437 0.0010676223705846748 0.0015270792601662642 0.0013753411332756973 0.0010833421164273549 0.001060303322586123 0.0014503856464840358 0.0012369740431952643 0.0019768019349069021
leaf_count=491 515 122 338 113 23 171 171 64 177 268 135 31 215 152 90 45
internal_value=0 3.33719e-05 -1.05154e-05 3.85751e-05 7.81734e-05 3.25481e-05 -0.000456379 0.000130614 0.000414057 0.00025758 0.000506295 -6.4355e-05 -0.00015049 -0.000458571 3.21446e-05 -0.000150241
internal_weight=0 0.0205283 0.0194521 0.0178846 0.0168539 0.0158493 0.00264786 0.0132014 0.00538003 0.0043124 0.00290242 0.0078214 0.00680781 0.00253373 0.00427408 0.00303711
internal_count=3121 2630 2508 2170 2057 2034 342 1692 1095 918 403 597 533 183 350 260
is_linear=0
shrinkage=0.0016407


Tree=2415
num_leaves=12
num_cat=0
split_feature=484 15 15 15 133 160 42 13 12 1 1
split_gain=5.60207e-05 8.47174e-05 7.11614e-05 8.31571e-05 0.000108873 0.000218538 0.000136629 0.000137002 0.000158527 0.000152756 3.31801e-05
threshold=-0.0068949999999999992 -0.24436499999999997 -0.11713499999999999 -0.10091499999999999 -0.083244999999999986 -0.082299999999999984 0.091295000000000015 -0.084034999999999985 0.079890000000000017 0.089370000000000019 0.10937500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 -4 -5 -6 7 -7 9 -9 -11
right_child=1 2 3 4 5 6 -8 8 -10 10 -12
leaf_value=-0.0018655817862444448 0.0023963579183182105 -0.0019456344501105121 0.0022101963284003011 0.0020103981114074718 -0.0038911282789475784 0.0014370416076510829 0.0021764389937183114 0.0024569538373947911 -0.0033550455324630772 -0.0024884201700195595 -0.00037363537210377909
leaf_weight=0.00108488803555479 0.0010688716366295701 0.0012874823537928756 0.0012283268088253427 0.0014981627720907368 0.0011368840555836786 0.0018636497915731813 0.001691186722149976 0.0010617794909379931 0.0016594584340055736 0.0010780043943913742 0.0010240714270407271
leaf_count=503 232 187 74 343 375 233 336 66 584 128 60
internal_value=0 0.000116068 -6.40882e-05 0.0001338 -9.77848e-05 -0.000429723 3.99771e-05 -0.000500351 -0.00124893 -0.000144259 -0.00145816
internal_weight=0 0.0145979 0.013529 0.0122415 0.0110132 0.00951503 0.00837815 0.00668696 0.00482331 0.00316386 0.00210208
internal_count=3121 2618 2386 2199 2125 1782 1407 1071 838 254 188
is_linear=0
shrinkage=0.00841354


Tree=2416
num_leaves=18
num_cat=0
split_feature=1213 147 11 1374 52 48 151 2 159 15 4 12 150 0 2 16 15
split_gain=0.000460545 0.000252242 0.000206402 0.00017905 0.000178681 0.000195219 0.000257053 0.000179211 0.00018853 0.000171626 0.000262418 0.000191515 0.000141341 0.000193112 0.000153952 0.000140187 5.45773e-05
threshold=-1.0000000180025095e-35 0.089025000000000007 0.087830000000000005 -0.08070999999999999 0.19022000000000003 0.082620000000000013 -0.00099499999999999979 0.11293500000000002 0.091005000000000016 -0.016799999999999995 -0.077834999999999988 0.085885000000000017 0.090735000000000024 -0.20211999999999997 0.10527500000000002 -0.056919999999999991 0.090615000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 6 -5 8 9 15 11 -11 13 -7 -15 -8 -12
right_child=1 -3 -4 4 -6 12 7 -9 -10 10 16 -13 -14 14 -16 -17 -18
leaf_value=-0.0010178807844403884 -0.00059828695064547527 0.00076303498412201478 -0.00065669733991512895 -0.00068099617486650009 -0.00045204502621899712 -0.00027750317353560094 6.9202940765381889e-05 0.00060218262128456279 -0.00060505480370829875 0.00041944715080680106 0.00089613923237302805 -0.00035805721614255573 0.00089284893635639142 0.00012354226568759525 0.00092403943855437758 -0.00068695703335664696 0.00040462650228394377
leaf_weight=0.0010460613948514849 0.0010153093533151738 0.0010744967865673359 0.0011008711446489619 0.0011581862657285705 0.0014374242541063944 0.0011488360112323903 0.0013739614449174526 0.0013963041052006834 0.0010614164493495965 0.0012800262724074717 0.0011218862891887362 0.0018542722816410843 0.0010302353475082349 0.0012265492987210058 0.0010798861164960996 0.0010219655530148098 0.0010411494410720312
leaf_count=491 54 122 118 171 333 42 143 235 158 125 85 331 55 263 105 186 104
internal_value=0 3.39171e-05 -6.57412e-06 3.2648e-05 6.98225e-05 0.000117316 9.06707e-06 8.78005e-05 5.76051e-06 9.00329e-05 0.000245333 -4.05297e-05 0.000390241 0.000240381 0.00049834 -0.000253332 0.000659556
internal_weight=0 0.0204228 0.0193483 0.0182474 0.0172321 0.0157947 0.0113092 0.010151 0.00875468 0.00769326 0.00529733 0.0031343 0.00448551 0.00345527 0.00230644 0.00239593 0.00216304
internal_count=3121 2630 2508 2390 2336 2003 1538 1367 1132 974 645 456 465 410 368 329 189
is_linear=0
shrinkage=0.00154607


Tree=2417
num_leaves=11
num_cat=0
split_feature=1 0 2 3 159 52 16 43 3 4
split_gain=5.29681e-05 8.34682e-05 0.00010109 0.000136444 8.13318e-05 9.63283e-05 0.000101439 0.000122644 0.000146516 7.32703e-05
threshold=0.104035 -0.036484999999999997 1.0000000180025095e-35 0.12178000000000001 0.082585000000000006 0.11434500000000002 0.19444000000000003 -0.014584999999999999 -0.078724999999999976 0.053180000000000012
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=4 2 -2 -4 5 6 7 -1 -9 -10
right_child=1 -3 3 -5 -6 -7 -8 8 9 -11
leaf_value=-0.0021766380995526997 -0.0018940938626471325 0.0028308349355588036 0.0028155979440003523 -0.00096099804404215113 -0.0027792195512888278 -0.002689665270897779 0.0027041177764579802 0.0031999320278214443 -0.0016735338781294702 0.001364443234977495
leaf_weight=0.0019311334460024605 0.0014962723140146648 0.0012193919055981366 0.0017318866884556321 0.0015772940540492719 0.0011405593044435886 0.0011092770534270949 0.0012111542097227208 0.001331335821692385 0.0018050639175779819 0.0011040379518986732
leaf_count=744 171 176 207 137 323 355 257 469 212 70
internal_value=0 0.000660322 0.000109551 0.00101551 -0.000450138 -0.000137319 0.000246179 -0.000236185 0.000647515 -0.000520586
internal_weight=0 0.00602484 0.00480545 0.00330918 0.00963256 0.008492 0.00738273 0.00617157 0.00424044 0.0029091
internal_count=3121 691 515 344 2430 2107 1752 1495 751 282
is_linear=0
shrinkage=0.00928922


Tree=2418
num_leaves=19
num_cat=0
split_feature=1213 147 11 52 52 42 160 42 151 52 47 15 16 49 0 133 12 4
split_gain=0.000445544 0.000311117 0.000222956 0.000166791 0.000198864 0.000183137 0.00026144 0.00021922 0.000161296 0.000373216 0.000329977 0.000325152 0.000269195 0.000202928 0.000205266 0.000269774 0.000111599 5.22974e-05
threshold=-1.0000000180025095e-35 0.089025000000000007 0.087830000000000005 -0.24456499999999998 0.19022000000000003 0.088060000000000013 -0.087874999999999995 0.091735000000000025 -0.0083949999999999979 -0.046924999999999988 0.09550500000000002 -0.10203999999999998 0.15891500000000003 -0.069799999999999987 -0.10011499999999998 0.083950000000000011 0.090020000000000017 0.056795000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 17 5 6 -5 -7 9 -8 11 -10 13 -13 -15 -16 -9 -2
right_child=1 -3 -4 4 -6 7 8 16 10 -11 -12 12 -14 14 15 -17 -18 -19
leaf_value=-0.0010749108665224025 -0.00070069131370761948 0.00085975880195260802 -0.00073044195152217797 0.00082113670666829331 -0.00051381861529766078 0.0010636582700797978 0.00016414018484395 0.00054210666787930621 -0.0008442825314904503 -0.0011498994694273785 0.00077727073909319294 -0.00038162612776138977 -0.00063037182122151496 0.0008962700831845246 -0.00034978735690936941 0.00078464095000642332 -0.0002084110640663545 -0.00016079876521602303
leaf_weight=0.0010718627000956679 0.0010099731476766556 0.0011967770276887701 0.0011606612796475338 0.001091858105245814 0.0014628021694104423 0.0011669026624697857 0.001370388360776631 0.0011122454673211431 0.0012814211527689265 0.0010843141295332282 0.001525373949844866 0.0011188497395064698 0.0012074720016853613 0.0015693368777069923 0.0014199908280329637 0.0010009066263022134 0.0011072611917991582 0.0010000145243798386
leaf_count=491 240 122 118 168 333 122 139 141 157 103 84 55 48 76 304 144 230 46
internal_value=0 3.01504e-05 -1.78374e-05 2.45144e-05 7.69002e-05 0.000130717 3.83163e-05 0.000476427 -3.55069e-05 -0.00041631 6.69508e-05 -7.56534e-05 8.02761e-05 0.000248229 0.000424839 0.000119236 0.000167691 -0.000432083
internal_weight=0 0.0218865 0.0206898 0.0195291 0.0175191 0.0160563 0.0126699 0.00338641 0.0115781 0.0024547 0.00912335 0.00759798 0.00631656 0.00510908 0.00399023 0.0024209 0.00221951 0.00200999
internal_count=3121 2630 2508 2390 2104 1771 1278 493 1110 242 868 784 627 579 524 448 371 286
is_linear=0
shrinkage=0.00167351


Tree=2419
num_leaves=17
num_cat=0
split_feature=1213 147 11 52 123 4 0 52 42 2 3 49 0 15 12 15
split_gain=0.000426501 0.00020483 0.000230151 0.000193093 0.000159655 0.000170518 0.000297858 0.000332538 0.000243707 0.00023001 0.00051721 0.000266557 0.000215271 0.00016147 0.000103953 7.61995e-05
threshold=-1.0000000180025095e-35 0.089025000000000007 0.087830000000000005 0.19022000000000003 1.0000000180025095e-35 -0.49405499999999997 -0.019414999999999998 -0.11183499999999999 0.08623500000000002 0.11215000000000001 0.099930000000000005 -0.069799999999999987 -0.10011499999999998 0.088235000000000022 0.085885000000000017 -0.095869999999999983
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 -2 7 -7 9 10 11 -9 15 -10 -8 -13
right_child=1 -3 -4 -5 -6 6 14 8 13 -11 -12 12 -14 -15 -16 -17
leaf_value=-0.0010346369041088421 -0.00050874006387085276 0.00072960438854764199 -0.00071606264943014015 -0.00052314389302731215 0.00064025802915716257 -0.00068181931950588959 0.0010342991658618271 -0.00074842437407069611 0.00015504619131073103 -0.00054546007256797138 0.0011394413130300244 0.00015877917169651714 -0.00039894908648590102 0.00099431621909260026 0.00030976504603217524 0.00072476371986978673
leaf_weight=0.001010068511431649 0.0013118925661212933 0.0010458314691143408 0.0010990917388726809 0.0014388173509470572 0.0012654628848996529 0.0016003027000034498 0.0010029122617780601 0.00122790848505682 0.0012346076387247948 0.0017415514490765061 0.0010599171317926537 0.0015289074158117977 0.0013943445113215333 0.0011415324999344278 0.001047507776164025 0.0010301402306078788
leaf_count=491 89 122 118 333 233 333 79 71 263 121 40 63 520 160 32 53
internal_value=0 3.64455e-05 -1.45943e-06 4.21122e-05 9.11447e-05 4.57913e-05 9.77189e-05 6.03099e-07 0.000106028 -2.85785e-05 0.000115652 -9.378e-05 0.00010955 0.000558244 0.000664153 0.000386615
internal_weight=0 0.0201707 0.0191249 0.0180258 0.016587 0.0153215 0.0140096 0.0119592 0.0103589 0.00798277 0.00624122 0.0051813 0.00395339 0.00237614 0.00205042 0.00255905
internal_count=3121 2630 2508 2390 2057 1824 1735 1624 1291 868 747 707 636 423 111 116
is_linear=0
shrinkage=0.00160853


Tree=2420
num_leaves=12
num_cat=0
split_feature=48 48 51 1 47 0 51 15 4 4 2
split_gain=5.48798e-05 0.000103233 8.81874e-05 0.000106853 0.000132124 0.000139287 8.31347e-05 0.000124293 6.45481e-05 7.70957e-05 4.97756e-05
threshold=0.12879500000000002 0.096390000000000017 0.08955500000000001 0.12500000000000003 0.077555000000000013 -0.22491999999999998 -0.076794999999999988 -0.03241999999999999 -0.076229999999999978 -0.49405499999999997 0.088225000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 -1 -7 -8 9 -9 -11
right_child=-2 -3 -4 -5 -6 6 7 8 -10 10 -12
leaf_value=0.0030344860263084319 -0.0019011167750404491 0.002194782880126811 -0.0020704812015223581 0.0023543206901653867 -0.00240438473374362 -0.0022597811108262238 0.0028266627495671026 -0.0015979554131034337 -0.0015437157951637957 -0.0001533812159638164 0.0022085233523291802
leaf_weight=0.0010976341995624396 0.0010275590159327655 0.0015090108469702915 0.0014704408223696315 0.0013368653957677211 0.0015906420448870565 0.001145970442653306 0.0010653466279256412 0.0010173210016462034 0.0019489408246823642 0.0011520915236390367 0.001398074759589113
leaf_count=63 90 215 310 197 207 396 387 46 468 587 155
internal_value=0 0.000109931 -0.000127987 0.000115045 -0.000172359 0.00022993 -0.000168424 0.000195708 -0.000312389 0.000360292 0.00114148
internal_weight=0 0.0147323 0.0132233 0.0117529 0.010416 0.00882538 0.00772775 0.00658177 0.00551643 0.00356749 0.00255017
internal_count=3121 3031 2816 2506 2309 2102 2039 1643 1256 788 742
is_linear=0
shrinkage=0.00841354


Tree=2421
num_leaves=18
num_cat=0
split_feature=1213 147 11 0 403 1 52 4 0 13 3 16 52 2 16 3 1
split_gain=0.000457626 0.000265675 0.000241721 0.000192094 0.000260725 0.000214145 0.000269509 0.00026105 0.000291167 0.000249417 0.000179482 0.000174491 0.000205815 0.000108972 0.000108463 9.44832e-05 3.4524e-05
threshold=-1.0000000180025095e-35 0.089025000000000007 0.087830000000000005 0.18019500000000002 0.03138500000000001 0.094385000000000011 0.10160000000000001 -0.083854999999999985 -0.10096999999999999 -0.073839999999999975 0.10893000000000001 -0.070454999999999976 -0.24456499999999998 0.11411 -0.071854999999999988 0.090900000000000009 0.091195000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 6 7 -2 15 13 11 -11 -13 -7 -12 16 -9
right_child=1 -3 -4 -5 -6 9 -8 8 -10 10 14 12 -14 -15 -16 -17 -18
leaf_value=-0.0010543952678305857 0.00038128090320123208 0.0008207057376538844 -0.00074316572960943499 0.00073370252923466816 0.00058686242209148021 0.00025335348390061375 -0.00097332924246031625 -6.6763199804169694e-05 -0.00097009847884643578 -0.00032340275139958505 -9.1061877814448708e-05 -9.8569999494697277e-05 0.00090651286436261268 0.00095086243722435158 -0.00083482923401172345 0.00031703047070291641 -0.00049157502168429483
leaf_weight=0.0010804034123276058 0.0018972936639548724 0.0011128276638725986 0.0011209955653297401 0.0010195602117841754 0.0018323387384074205 0.0013909049647159869 0.0012118883291874077 0.0010421684516423949 0.0013866329763840002 0.001284605356179574 0.0010978803992909292 0.0010284800682183182 0.0011750252169569972 0.0010642851982568032 0.0010164291730454522 0.0011104718964816129 0.0010180096304139852
leaf_count=491 237 122 118 24 191 152 315 85 810 123 34 65 146 125 38 28 17
internal_value=0 4.07754e-05 -3.28864e-06 4.13604e-05 1.15373e-06 -6.70994e-05 -0.000263392 -0.000130097 -0.000342995 0.000119665 -7.14274e-05 0.000157206 0.000437393 0.000555712 -0.000448619 -6.87409e-05 -0.000276678
internal_weight=0 0.0208098 0.019697 0.018576 0.0175564 0.0157241 0.00766646 0.00645458 0.00455728 0.00805761 0.00560242 0.00348811 0.00220351 0.00245519 0.00211431 0.00317065 0.00206018
internal_count=3121 2630 2508 2390 2366 2175 1492 1177 940 683 406 334 211 277 72 130 102
is_linear=0
shrinkage=0.0016407


Tree=2422
num_leaves=11
num_cat=0
split_feature=42 43 3 3 16 14 3 2 3 4
split_gain=5.98945e-05 8.44973e-05 0.000139115 0.000150332 0.000117877 0.000136727 0.000159347 0.00015307 0.000145669 0.000202926
threshold=-0.11051499999999999 -0.063379999999999978 -0.077774999999999983 -0.10519499999999998 0.22339500000000004 -0.074569999999999984 0.090900000000000009 0.11263500000000001 -0.082974999999999979 0.053180000000000012
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 -3 8 -8 -7 -10
right_child=1 4 -4 -5 -6 6 7 -9 9 -11
leaf_value=-0.002428742154950691 0.0024090362624634124 -0.0036279928660119501 0.0038122553455395029 -0.0023824902203236167 -0.0032717914548045656 0.0018730037924003481 0.0044672262225711936 -0.00039252440711758037 -0.0044829141406912496 0.0011903686775285762
leaf_weight=0.001098189700959983 0.0014608882020666139 0.0010059009768975955 0.0016670252929523962 0.001522506525435357 0.0013975378915179965 0.0016162602505992055 0.0017786486345738733 0.0012612002520643872 0.0017178585030067149 0.0012331341313440609
leaf_count=181 137 96 430 711 223 434 116 130 549 114
internal_value=0 0.00015483 0.00134334 -3.62085e-05 -0.000397296 6.91171e-05 0.000557993 0.00245097 -0.000701924 -0.00211221
internal_weight=0 0.014661 0.00465042 0.00298339 0.0100105 0.008613 0.0076071 0.00303985 0.00456725 0.00295099
internal_count=3121 2940 1278 848 1662 1439 1343 246 1097 663
is_linear=0
shrinkage=0.0106704


Tree=2423
num_leaves=17
num_cat=0
split_feature=1213 1374 457 11 48 4 0 403 0 1 13 52 4 48 3 0
split_gain=0.000526642 0.000291597 0.000250057 0.000249047 0.000222846 0.000224427 0.0001883 0.000326947 0.000432521 0.000243339 0.000319548 0.000302237 0.000238866 0.000220447 0.000152893 5.5032e-05
threshold=-1.0000000180025095e-35 -0.094929999999999987 0.088350000000000026 0.087830000000000005 -0.086869999999999989 0.27287000000000006 0.18019500000000002 0.03138500000000001 -0.10096999999999999 0.13021500000000003 -0.074519999999999989 0.10160000000000001 -0.097604999999999983 0.086035000000000014 0.084940000000000015 -0.11173999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 -3 6 7 8 13 10 11 -10 -12 14 15 -6
right_child=1 2 -4 -5 5 -7 -8 -9 9 -11 12 -13 -14 -15 -16 -17
leaf_value=-0.0011511202761655657 -0.00085217394691312356 -0.0006303205978440158 0.00079849548999570057 -0.00074618922312188237 -6.6349755775900533e-05 0.00068502028771988172 0.00073365469914085462 0.00065423325190652921 0.000279335222732059 0.00021602713848510032 -0.00044948967718707813 -0.00085492202330967714 -0.0015456795557337742 -0.00031378753230202044 0.00091990357414700708 0.00045558889870542512
leaf_weight=0.0011351079051944981 0.0010132018996089611 0.0011876581021337254 0.0013411009154558886 0.0011167967330822917 0.0010868439249508838 0.0019141989221175297 0.001132225304433466 0.0019673210033397262 0.0017015610224928451 0.0015223396223120744 0.0010938867338751409 0.0011452161485376589 0.0012310652197583486 0.0013742492667510042 0.0014505606409542793 0.0012840262429831802
leaf_count=491 55 61 116 118 104 266 22 158 475 48 132 189 694 104 53 35
internal_value=0 4.17913e-05 8.58696e-05 3.6114e-05 8.44069e-05 0.000134624 6.43365e-05 9.64819e-06 -9.70072e-05 -0.000383835 -0.00056041 -0.00017696 -0.00102992 0.00027254 0.000483393 0.000216324
internal_weight=0 0.0215623 0.020549 0.0192079 0.0180912 0.0169035 0.0149893 0.0138571 0.0118897 0.00669407 0.00517173 0.00284678 0.00232495 0.00519568 0.00382143 0.00237087
internal_count=3121 2630 2575 2459 2341 2280 2014 1992 1834 1538 1490 664 826 296 192 139
is_linear=0
shrinkage=0.00170698


Tree=2424
num_leaves=17
num_cat=0
split_feature=1213 147 484 1374 1 12 11 43 52 16 51 151 43 0 2 2
split_gain=0.00044786 0.000211055 0.000214206 0.000207408 0.000160255 0.00017063 0.000152152 0.000164317 0.000183344 0.000164829 0.000170248 0.00023794 0.000168721 0.000173784 0.000157581 9.22313e-05
threshold=-1.0000000180025095e-35 0.089025000000000007 -0.0068949999999999992 -0.08070999999999999 0.13559000000000002 0.11650500000000001 0.080455000000000013 -0.15582499999999996 0.15915500000000002 0.15891500000000003 0.078435000000000019 -0.00099499999999999979 -0.063379999999999978 -0.10224499999999999 0.099515000000000006 0.088225000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 5 6 7 -5 9 10 11 -9 -13 14 -14 -15
right_child=1 -3 3 4 -6 -7 -8 8 -10 -11 -12 12 13 15 -16 -17
leaf_value=-0.0010713435299696612 -0.00062864802989995023 0.00074161304731394889 -0.00067622985121505968 0.00061648146711845958 0.00064149382421889944 -0.00060329080563180002 -0.00046478642296784089 -0.00040979502171459493 -0.00058981943605452474 -0.00029673183486375192 0.00078365309676401112 0.00083676148668341676 -0.00067701927997739679 0.00010586771346820233 0.00024184756252481956 0.0006985376969449855
leaf_weight=0.001030701264845591 0.0013668775975112122 0.0010836840911781906 0.0010146249741018734 0.0016827350933945545 0.0012978512303692081 0.001031809414748174 0.0012358645878725047 0.0016897174532541654 0.0010386014127814766 0.0019835158196692482 0.0012653978584607761 0.0012022770910761075 0.0010077534236159194 0.0013684229150782556 0.0010018906981081876 0.0014619490756134779
leaf_count=491 474 122 54 101 157 68 135 189 236 244 130 199 48 265 39 169
internal_value=0 3.67291e-05 -2.14618e-06 4.4694e-05 8.70542e-05 4.19958e-05 8.65672e-05 0.000136296 6.90701e-05 0.000131389 0.00022577 0.000134469 0.000286672 0.000150027 -0.000218926 0.000411995
internal_weight=0 0.020733 0.0196493 0.0182824 0.0172678 0.0159699 0.0149381 0.0137023 0.0120195 0.0109809 0.00899741 0.00773201 0.00604229 0.00484002 0.00200964 0.00283037
internal_count=3121 2630 2508 2034 1980 1823 1755 1620 1519 1283 1039 909 720 521 87 434
is_linear=0
shrinkage=0.0016407


Tree=2425
num_leaves=13
num_cat=0
split_feature=52 52 14 1 16 43 4 13 47 151 15 159
split_gain=5.31555e-05 0.000101374 9.37182e-05 9.35451e-05 0.000119338 0.000119827 9.71296e-05 7.77427e-05 8.47844e-05 0.000117113 0.000222644 6.75547e-05
threshold=-0.24456499999999998 -0.081429999999999989 -0.10708499999999999 0.08844500000000001 0.19444000000000003 -0.08756499999999999 -0.081609999999999988 -0.094514999999999988 0.10648500000000001 -0.024429999999999997 -0.074054999999999996 0.08154500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 11 -3 4 5 -4 -7 -5 9 -9 -11 -2
right_child=1 2 3 7 -6 6 -8 8 -10 10 -12 -13
leaf_value=-0.0018337712143525835 0.0042536180956678936 -0.0031804987637336444 -0.0048071369706467184 0.0030877314445993858 0.0021544643544218439 0.0019217480855856066 -0.0021346693675934709 0.0040111912817972278 -0.00238455820727595 0.0028239933353616234 -0.0031379599554203497 0.00043392590389126391
leaf_weight=0.0015986680438955176 0.0010138831215604611 0.0010430303581385287 0.0010675951105373893 0.0014341854680974073 0.0010485981324112326 0.0010025897957905753 0.0018162328931397155 0.0010440414612452806 0.0010080160551515782 0.0013949641949946448 0.001347762075748056 0.0010129590266987234
leaf_count=364 168 101 284 152 47 348 776 121 90 160 271 239
internal_value=0 0.000178049 -0.00018169 9.8483e-05 -0.000977351 -0.00182235 -0.000691896 0.000950832 0.000311656 0.00102937 -0.000105681 0.00234464
internal_weight=0 0.0142339 0.012207 0.011164 0.00493502 0.00388642 0.00281882 0.00622897 0.00479478 0.00378677 0.00274273 0.00202684
internal_count=3121 2757 2350 2249 1455 1408 1124 794 642 552 431 407
is_linear=0
shrinkage=0.0104612


Tree=2426
num_leaves=16
num_cat=0
split_feature=1213 147 11 0 403 16 47 52 0 0 42 16 52 3 0
split_gain=0.00043441 0.000209456 0.000229309 0.000206253 0.000236451 0.000202487 0.00027273 0.000266842 0.000274452 0.00026888 0.000167107 0.000203738 0.000218397 0.00016014 9.18113e-05
threshold=-1.0000000180025095e-35 0.089025000000000007 0.087830000000000005 0.18019500000000002 0.092070000000000013 0.22339500000000004 0.10421000000000001 0.19022000000000003 -0.077999999999999986 -0.10096999999999999 1.0000000180025095e-35 -0.27167499999999994 -0.0064899999999999992 -0.03694999999999999 -0.15202999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 7 -7 8 9 10 11 -2 14 -10 -13
right_child=1 -3 -4 -5 -6 6 -8 -9 13 -11 -12 12 -14 -15 -16
leaf_value=-0.0011716700606639115 -0.00062722860695532928 0.00080784850703392906 -0.00080157383675625606 0.00081614585851818786 0.00076234741518131231 -0.00093625668711752358 0.00020779431004203089 -0.00084911741291185904 0.00023927556129508729 -0.00073339589312032831 0.00070367224733376438 -0.00041533384348321133 0.00060568050550522637 0.0010983438407171325 0.00024665705819084614
leaf_weight=0.0010418615266547934 0.0014515463275580481 0.0010693828207583638 0.0011462700065455458 0.001042297231856836 0.0011997720451444654 0.0018094621324881771 0.001099066660758985 0.0010571086567427732 0.0018113821357249454 0.0015872936681820809 0.0012097002735601201 0.0018507928523050499 0.0020049986228780591 0.0011732191716021583 0.0010937188192638447
leaf_count=491 96 122 118 24 117 288 55 315 270 764 82 58 57 171 93
internal_value=0 2.72342e-05 -1.54946e-05 3.35017e-05 -1.35207e-05 -7.11655e-05 -0.000503946 2.39083e-05 9.96621e-05 -5.52148e-05 8.62262e-05 -3.04616e-05 0.000144553 0.000576967 -0.000169442
internal_weight=0 0.020606 0.0195366 0.0183904 0.0173481 0.0161483 0.00290853 0.0132398 0.0121827 0.00919805 0.00761076 0.00640106 0.00494951 0.0029846 0.00294451
internal_count=3121 2630 2508 2390 2366 2249 343 1906 1591 1150 386 304 208 441 151
is_linear=0
shrinkage=0.00181146


Tree=2427
num_leaves=12
num_cat=0
split_feature=1 13 52 3 0 4 12 15 43 52 1
split_gain=5.42654e-05 0.000111273 9.6805e-05 0.00013019 0.000151209 0.000164944 9.88327e-05 0.000168482 9.02393e-05 8.10514e-05 2.25601e-05
threshold=0.10752500000000002 -0.073839999999999975 0.11434500000000002 0.090900000000000009 -0.084269999999999984 0.053180000000000012 0.085885000000000017 0.088235000000000022 -0.074359999999999996 -1.0000000180025095e-35 0.088485000000000022
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 5 -1 -6 -8 -3 -10 -5
right_child=1 8 -4 10 6 -7 7 -9 9 -11 -12
leaf_value=-0.0050608116968551041 0.003684567603166241 0.0022436991385543013 -0.0033125436529422032 0.0013344568899459426 0.0034275050344471382 0.0002135383479389701 -0.003808487026988776 0.0023593306886588701 -0.0039695157351115626 0.00048536135041494296 0.0037686994358583398
leaf_weight=0.0018066573054586225 0.0014854291761549438 0.0013755858842518687 0.001472271612470725 0.0010992894639239026 0.0012949811068044556 0.001511344297085826 0.0011789197505701135 0.001284336226809131 0.0010554772199879991 0.0012243475997952866 0.0010175359872266476
leaf_count=783 268 136 390 46 195 179 493 362 82 104 83
internal_value=0 0.000965617 -0.00050789 -5.8724e-05 -0.000825523 -0.00265835 0.000792613 -0.0005926 -0.000139268 -0.00157709 0.00250457
internal_weight=0 0.00514084 0.0106653 0.00919306 0.00707624 0.003318 0.00375824 0.00246326 0.00365541 0.00227982 0.00211683
internal_count=3121 590 2531 2141 2012 962 1050 855 322 186 129
is_linear=0
shrinkage=0.011781


Tree=2428
num_leaves=17
num_cat=0
split_feature=1213 11 453 4 1374 457 151 0 160 16 43 0 12 43 2 13
split_gain=0.000557884 0.000243527 0.00020477 0.000556369 0.000171355 0.00023298 0.00023603 0.000247409 0.000193853 0.000214091 0.000313259 0.000186691 0.000157996 0.000215555 0.000148271 0.000110074
threshold=-1.0000000180025095e-35 0.088215000000000002 1.0000000180025095e-35 0.27287000000000006 -0.08070999999999999 0.088350000000000026 -0.086944999999999981 -0.15350499999999997 -0.090969999999999981 -0.056919999999999991 -0.063379999999999978 -1.0000000180025095e-35 0.090545000000000014 -0.0037449999999999996 0.094835000000000017 -0.012119999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 6 -6 -8 -9 12 14 -12 13 -10 -11 -15
right_child=1 -3 -4 -5 5 -7 7 8 9 10 11 -13 -14 15 -16 -17
leaf_value=-0.0012149051392720321 -0.00064126493068689821 -0.00072244436094044131 -0.00065217272741880143 0.0010107185199330058 0.00080426877472213965 0.00088292179252179011 -0.00076791904605543599 -0.00062837065678929347 -3.4767016171419626e-05 -3.7225149004505529e-05 -0.00098093352983735197 -0.00010443446617689842 -4.4048081492854866e-05 0.0012671781222110053 0.00077015749811615547 0.0005073403700595492
leaf_weight=0.0011271714418831227 0.001083875544643397 0.0011914902389662521 0.0010726211581195124 0.0019494732964352715 0.0010767853450894824 0.0010112517627454123 0.0012905255693003116 0.0012133442879218087 0.0011665896144031108 0.0017538430638731799 0.0014201877893033205 0.0015306673192174748 0.0019468388900466538 0.0011438656836806338 0.0011362591541133338 0.0011682403084147938
leaf_count=491 55 112 79 296 143 77 90 315 264 298 212 93 299 87 160 50
internal_value=0 4.22172e-05 8.78528e-05 0.000129869 2.8514e-05 7.42914e-05 1.92149e-05 -4.21731e-05 3.28755e-05 0.000104088 -0.000127231 -0.000526276 0.00035312 0.000575393 0.000280202 0.000883254
internal_weight=0 0.0211559 0.0199644 0.0188917 0.0169423 0.0158584 0.0148471 0.0137704 0.0124798 0.0112665 0.00584096 0.00295086 0.00542553 0.0034787 0.0028901 0.00231211
internal_count=3121 2630 2518 2439 2143 2088 2011 1868 1778 1463 763 305 700 401 458 137
is_linear=0
shrinkage=0.00174112


Tree=2429
num_leaves=13
num_cat=0
split_feature=41 474 48 0 1 47 15 1 15 0 12 1
split_gain=5.29718e-05 6.67395e-05 7.4552e-05 0.000159184 8.01483e-05 7.40514e-05 9.01807e-05 9.73171e-05 0.000107326 0.000110093 0.000114172 4.37739e-05
threshold=0.078065000000000009 0.085070000000000021 0.092475000000000016 -0.18901999999999997 0.12500000000000003 0.087235000000000021 0.091915000000000011 0.096860000000000016 0.088235000000000022 0.15398500000000004 0.084100000000000022 0.086255000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -4 5 6 7 8 9 10 11 -1
right_child=-2 -3 3 -5 -6 -7 -8 -9 -10 -11 -12 -13
leaf_value=0.00057333202880050687 -0.0020710047204512629 0.0024033377477346669 -0.0014866122096380587 0.0033699017114028522 0.0017420147864733663 -0.0026814099596195189 -0.0029098801358486987 0.0020975841721035176 0.0018879221442030612 0.0011727915144736766 -0.0045427466127895859 -0.0022178028780347166
leaf_weight=0.0010142666324727966 0.0010578014017962314 0.0010696298778694021 0.0010132951781960386 0.0015070991331701785 0.0013895465024720147 0.0014308332943418359 0.0010744301119502073 0.0015961938842202206 0.0012588048637780236 0.0012177834042486069 0.0011624176847411581 0.0010035665411152195
leaf_count=203 154 316 39 283 172 167 436 256 229 36 766 64
internal_value=0 0.000124081 -5.42858e-05 0.0014174 -0.000387016 -0.000690182 -0.000348047 3.14506e-05 -0.000551552 -0.00124978 -0.00217743 -0.000814835
internal_weight=0 0.0147379 0.0136682 0.00252039 0.0111478 0.0097583 0.00832746 0.00725303 0.00565684 0.00439803 0.00318025 0.00201783
internal_count=3121 2967 2651 322 2329 2157 1990 1554 1298 1069 1033 267
is_linear=0
shrinkage=0.00947501


Tree=2430
num_leaves=18
num_cat=0
split_feature=1213 147 11 1374 484 457 15 133 160 51 42 49 12 133 4 48 0
split_gain=0.000442018 0.000266891 0.000332692 0.000198222 0.000196871 0.000206403 0.00017531 0.000397573 0.000486472 0.000383014 0.000170544 0.000365598 0.000256521 0.000418272 0.000328578 0.000148075 9.49435e-05
threshold=-1.0000000180025095e-35 0.089025000000000007 0.088215000000000002 -0.08070999999999999 -0.0068949999999999992 -0.068264999999999978 -0.090344999999999995 -0.083244999999999986 -0.082179999999999989 0.082455000000000014 0.091295000000000015 -0.058769999999999996 0.085885000000000017 0.10466000000000002 -0.080584999999999976 0.084855000000000014 -0.10836499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 -5 -6 9 -8 -9 15 11 -10 14 -14 -13 16 -7
right_child=1 -3 -4 4 5 6 7 8 10 -11 -12 12 13 -15 -16 -17 -18
leaf_value=-0.001034669696116393 -0.00064692411876449889 0.00080306687554470083 -0.0009126012206804588 -0.0005288366187545672 -0.00056386180252457048 -0.00033765106181617047 0.00076523864682839413 -0.0010360810614782117 -0.00089764074367474364 0.0012837233173571905 0.00047953076192900718 0.0011166427675806264 -0.00095532615754720677 0.00041789774111483945 -8.5992159548151613e-05 0.00060686941251434018 0.00027610979460560557
leaf_weight=0.0010533962183682652 0.0010338156663138856 0.0011035034804863916 0.0010025796657124877 0.0012872977737404872 0.0010575514712320979 0.0013302852024571488 0.0016999939232133733 0.0012004757287532863 0.0011217889282161796 0.0010451826516591212 0.0019243499346375398 0.0011439452948463213 0.0011285857518279485 0.0011676593619522058 0.0012090409956503779 0.0014324164583693517 0.0012791692191749205
leaf_count=491 54 122 109 465 124 103 195 240 96 91 221 98 225 78 71 138 200
internal_value=0 3.29049e-05 -9.45306e-06 3.80498e-05 7.73302e-05 0.000123943 0.000170324 5.24864e-05 -8.37204e-05 0.000415768 6.48476e-05 -7.34287e-05 0.000125441 -0.000257031 0.00049869 0.000191324 -3.6782e-05
internal_weight=0 0.0211676 0.0200641 0.0190616 0.0180277 0.0167404 0.0156829 0.0105958 0.00889585 0.00508705 0.00769537 0.00577102 0.00464923 0.00229625 0.00235299 0.00404187 0.00260945
internal_count=3121 2630 2508 2399 2345 1880 1756 1224 1029 532 789 568 472 303 169 441 303
is_linear=0
shrinkage=0.00160853


Tree=2431
num_leaves=18
num_cat=0
split_feature=1213 147 11 52 160 457 16 43 52 3 2 1 2 3 0 16 0
split_gain=0.000442719 0.000222368 0.000166531 0.000141233 0.000155748 0.000311052 0.000293327 0.000216597 0.000304436 0.000201366 0.000260898 0.000207645 0.000164788 0.000162762 0.000134701 0.000101433 0.000241728
threshold=-1.0000000180025095e-35 0.089025000000000007 0.087830000000000005 0.19022000000000003 -0.087874999999999995 -0.0029299999999999994 -0.51370499999999997 0.18116500000000002 0.024145000000000003 0.097915000000000016 0.11215000000000001 0.086105000000000015 0.089885000000000007 -0.084074999999999997 -0.081784999999999983 -0.056919999999999991 -0.10224499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 -6 -7 8 9 11 -11 -8 15 -10 -15 16 -13
right_child=1 -3 -4 -5 5 6 7 -9 13 10 -12 12 -14 14 -16 -17 -18
leaf_value=-0.0011203756190483046 0.00070637303875826108 0.0008001365814678344 -0.00064724007173534953 -0.00047769790638514035 -0.00081097497390885916 0.00088989540753574346 -0.00045771184850472229 -0.0007221408121096532 6.903882920003318e-05 7.245641354308605e-06 -0.0011367730269801586 -0.00025338774684643001 0.00080668917566832535 0.0012234549279229985 0.00037123710365244791 -0.00031429440160342609 0.00089524876130591714
leaf_weight=0.0010092197825818166 0.0010802427973294537 0.001057294472281505 0.0011050999354833549 0.001439587273197456 0.0011684000009068588 0.0012648808515786482 0.0015692553169958032 0.0010302175260951682 0.0014736950774575375 0.0012865044824990068 0.0010589601664038328 0.0011158840318330476 0.0011951384706233061 0.0010997075535057882 0.0010625902341893376 0.0012605172023786243 0.0010235024675729161
leaf_count=491 216 122 118 333 158 71 481 136 159 57 74 21 147 99 122 182 134
internal_value=0 3.79752e-05 -3.92047e-06 3.52946e-05 7.95438e-05 3.61639e-05 0.000104705 2.93278e-05 9.30683e-05 -8.35832e-05 -0.00050927 7.83874e-05 0.000261471 0.000506508 0.00080466 6.98151e-05 0.000296131
internal_weight=0 0.0202915 0.0192342 0.0181291 0.0166895 0.0156093 0.0144409 0.013176 0.0121458 0.00850976 0.00234546 0.0061643 0.00459504 0.00363599 0.0021623 0.0033999 0.00213939
internal_count=3121 2630 2508 2390 2057 1841 1683 1612 1476 1096 131 965 484 380 221 337 155
is_linear=0
shrinkage=0.00170698


Tree=2432
num_leaves=13
num_cat=0
split_feature=41 2 16 2 0 15 2 12 3 403 52 16
split_gain=5.81591e-05 5.90649e-05 5.0659e-05 0.000116898 0.000103786 0.000214092 0.000118928 9.0889e-05 0.000105635 9.92844e-05 0.000132712 8.46363e-05
threshold=0.078475000000000017 -1.0000000180025095e-35 -0.36241499999999999 0.10803500000000001 -0.10607499999999999 -0.015039999999999998 0.11093500000000002 0.088245000000000004 -0.028564999999999997 0.03138500000000001 -0.012164999999999999 -0.095564999999999983
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 5 11 7 8 -6 10 -9 -4
right_child=-2 2 4 -5 6 -7 -8 9 -10 -11 -12 -13
leaf_value=0.0019071353304854312 -0.0019851566163646799 0.00077793554394761373 0.0019754533239450946 -0.0030750469565707745 -0.0041319548402607743 0.0042014992312538997 0.0017553604419868684 0.0013504095416151905 -0.00057714338688779428 0.0021310298225893243 -0.0026237355911899311 -0.0010179809280401709
leaf_weight=0.0011920232189276759 0.0010000639047609275 0.0010829187503982856 0.0010204010804617525 0.00114863096983787 0.0011022538622201179 0.0012207398122454092 0.0014223920205732807 0.0010054483007159551 0.0012776329174477648 0.0010108524074075795 0.0014564101524238804 0.0019393827098814764
leaf_count=177 148 122 57 153 783 84 310 254 101 164 618 150
internal_value=0 0.00011088 -4.55581e-05 -0.00120528 0.000180358 0.00123679 -0.000426714 -0.000957037 -0.00222357 -8.90692e-05 -0.00100065 1.40213e-05
internal_weight=0 0.0148791 0.0136871 0.00223155 0.0114555 0.00418052 0.00727499 0.0058526 0.00237989 0.00347271 0.00246186 0.00295978
internal_count=3121 2973 2796 275 2521 291 2230 1920 884 1036 872 207
is_linear=0
shrinkage=0.00841354


Tree=2433
num_leaves=18
num_cat=0
split_feature=1213 147 11 1374 52 43 16 51 0 13 0 52 0 4 12 4 52
split_gain=0.000421192 0.000215402 0.000248327 0.000190888 0.000194498 0.000200658 0.000313929 0.00023306 0.000295559 0.000207648 0.00019639 0.000265467 0.00023705 0.000185309 0.000175154 0.000110801 0.000110311
threshold=-1.0000000180025095e-35 0.089025000000000007 0.087830000000000005 -0.08070999999999999 0.19022000000000003 -0.063379999999999978 0.22339500000000004 0.080335000000000018 -0.10224499999999999 -0.095304999999999987 -0.10474999999999998 0.096795000000000006 -0.073309999999999986 0.24564500000000003 0.051320000000000005 -0.076779999999999987 -0.021869999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 10 7 8 13 -10 -5 12 -12 -7 -14 -11 -9
right_child=1 -3 -4 4 -6 6 -8 16 9 15 11 -13 14 -15 -16 -17 -18
leaf_value=-0.0010150062921446025 -0.00066963917029431845 0.00075468826576982281 -0.00076283569783933342 0.00097566686529631391 -0.00050436797202595379 -0.00073164009487241665 -0.0006888372562941635 0.0002275449325218077 0.00096773962042482925 -0.0003321930753432426 -0.00054680824649577667 0.00097277502640108623 0.00080225346198120422 1.9442211272056976e-05 -0.00012736116327484578 0.00040983052926336287 0.0010073240741134892
leaf_weight=0.0011342562596482466 0.001010096451651509 0.0010945784236438541 0.0011496955224609131 0.0012212286238207568 0.0014736345947549542 0.0018419726110787656 0.0016059174408817193 0.0010279717247132503 0.0010057857399307351 0.0010841675759338965 0.0013499523212207086 0.0010263593006372002 0.0011384221789604246 0.0018379451708516736 0.0011321465263237629 0.0011737627658089536 0.0010046103686992425
leaf_count=491 54 122 118 96 333 101 152 67 66 278 518 53 117 103 156 220 76
internal_value=0 3.17412e-05 -7.6601e-06 3.81951e-05 7.8085e-05 0.000130262 -7.37427e-06 0.000114545 -3.13521e-05 0.000335271 0.000378465 0.000221517 8.54755e-06 -0.00035651 0.000338731 5.35406e-05 0.000612953
internal_weight=0 0.0211782 0.0200837 0.018934 0.0179239 0.0164502 0.0105821 0.00897622 0.00694363 0.00326372 0.00586811 0.00464688 0.00362052 0.00367992 0.00227057 0.00225793 0.00203258
internal_count=3121 2630 2508 2390 2336 2003 1063 911 768 564 940 844 791 204 273 498 143
is_linear=0
shrinkage=0.00167351


Tree=2434
num_leaves=12
num_cat=0
split_feature=52 52 39 47 42 50 4 49 48 52 159
split_gain=6.08307e-05 8.724e-05 8.43493e-05 7.60498e-05 0.000145697 0.000135146 0.000157186 0.000172873 0.000147416 9.74826e-05 6.13817e-05
threshold=-0.24456499999999998 -0.081429999999999989 0.085220000000000004 0.10904500000000002 -1.0000000180025095e-35 0.07826000000000001 0.19806500000000002 -0.054984999999999992 0.016865000000000002 0.077655000000000016 0.08154500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 10 3 4 -3 6 7 -6 9 -9 -2
right_child=1 2 -4 -5 5 -7 -8 8 -10 -11 -12
leaf_value=-0.0017640911132137383 0.0036400391793123942 -0.0031438748607278176 0.0023973531631294766 -0.002864406419576364 -0.0036411566949530335 -0.002956431887457998 0.0030476824244443463 -0.0018036702665091004 0.0037240646118409824 0.0012383460716998732 0.00034653622841298161
leaf_weight=0.0016187258621619223 0.0010152605722646537 0.0012588948955822325 0.0010819774283094578 0.0010015780928230847 0.0010000939163652871 0.0010130400090763185 0.0019568736415475421 0.0018010043222930405 0.0011067407778317939 0.0019914438543663301 0.001016826596400025
leaf_count=364 168 631 217 94 131 322 196 297 90 372 239
internal_value=0 0.000174238 -0.000128251 -0.000373779 -0.000127478 0.00030067 0.000720668 -5.12343e-05 0.000681593 -0.000206284 0.00199202
internal_weight=0 0.0142437 0.0122116 0.0111297 0.0101281 0.0088692 0.00785616 0.00589928 0.00489919 0.00379245 0.00203209
internal_count=3121 2757 2350 2133 2039 1408 1086 890 759 669 407
is_linear=0
shrinkage=0.00947501


Tree=2435
num_leaves=12
num_cat=0
split_feature=48 4 15 48 52 51 13 151 0 12 2
split_gain=5.60413e-05 9.60923e-05 0.00013434 0.000158286 0.000128309 0.000173591 0.000135306 0.000181188 9.5457e-05 8.86483e-05 7.44023e-05
threshold=0.12879500000000002 0.40473500000000007 -0.11713499999999999 0.092805000000000012 -0.088204999999999992 -0.095144999999999993 -0.014169999999999999 -0.016164999999999995 -0.083914999999999976 0.088930000000000023 0.080205000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 -4 8 -8 -6 10 -9
right_child=-2 -3 3 -5 6 -7 7 9 -10 -11 -12
leaf_value=-0.0036335810304665636 -0.0023407428324949543 0.0025259827898608928 0.00029517122805858276 0.0039582138489785484 0.00035576153264829142 -0.0053801004015854225 0.0052258609623899444 0.0012592334386231493 -0.0030166579872469282 0.0024919907698737883 -0.0021821956392683662
leaf_weight=0.0010691291767700633 0.001025872673749483 0.0015825839537326929 0.0012059359351809435 0.0010531479922564905 0.0019414149402785328 0.0010698384518985867 0.0010489339412450838 0.0011883050579714841 0.0016191416655338964 0.0014531208598629018 0.0014885689658709796
leaf_count=213 90 286 220 157 589 327 92 70 541 295 241
internal_value=0 0.000138487 -0.000149117 0.000159569 -0.000203613 -0.00237277 0.000361238 0.00141936 -0.00117783 0.000452584 -0.000654493
internal_weight=0 0.0147201 0.0131375 0.0120684 0.0110153 0.00227577 0.00873949 0.00517893 0.00356056 0.00412999 0.00267687
internal_count=3121 3031 2745 2532 2375 547 1828 698 1130 606 311
is_linear=0
shrinkage=0.0102561


Tree=2436
num_leaves=13
num_cat=0
split_feature=484 15 457 15 4 48 15 0 0 0 0 51
split_gain=5.45342e-05 6.85585e-05 7.09428e-05 7.35886e-05 0.000182873 8.04666e-05 0.000117096 8.53996e-05 0.000101185 0.000111004 9.52074e-05 4.55199e-06
threshold=-0.0068949999999999992 -0.24436499999999997 -0.0029299999999999994 -0.11713499999999999 0.19806500000000002 0.093265000000000015 0.090615000000000015 -0.11991499999999998 -0.084269999999999984 -0.052984999999999997 0.15398500000000004 -0.084389999999999979
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 -4 5 6 7 -5 -9 -10 11 -11
right_child=1 2 3 4 -6 -7 -8 8 9 10 -12 -13
leaf_value=-0.0020971098358589829 0.0024562672980330421 -0.0024783756905793811 -0.0021426162521891259 0.0020567407512857142 0.0039672243571622825 0.0023828436237062762 -0.0030477884653113256 -0.0026068950048541953 0.0022872411939989833 -0.0024558250592729919 0.0013490955188928658 -0.0015572962700755302
leaf_weight=0.0010573294216593985 0.0010562156166902528 0.0010003100417071654 0.0011476942950744704 0.0016000069162042715 0.0011440716371928583 0.0011085348350346478 0.0012237101829932562 0.0014333775092911279 0.0016149622718816797 0.0010219953964284434 0.0012093412088471922 0.0010028650147739394
leaf_count=503 232 148 170 112 110 136 432 488 527 122 38 103
internal_value=0 0.000131472 -5.03232e-05 0.000143879 0.000374906 -2.74391e-05 -0.000320851 0.000102487 -0.000395213 0.000258545 -0.000754462 -0.00201081
internal_weight=0 0.0145631 0.0135069 0.0125066 0.0113589 0.0102148 0.00910626 0.00788255 0.00628254 0.00484916 0.0032342 0.00202486
internal_count=3121 2618 2386 2238 2068 1958 1822 1390 1278 790 263 225
is_linear=0
shrinkage=0.00947501


Tree=2437
num_leaves=12
num_cat=0
split_feature=124 40 48 48 4 0 16 3 4 16 43
split_gain=5.21619e-05 9.70367e-05 0.000135406 0.00013313 0.000129108 0.000148091 0.000257324 9.72555e-05 0.000162033 0.000140614 0.000172564
threshold=-0.043384999999999993 -0.050459999999999998 0.11951500000000001 0.096390000000000017 0.053180000000000012 -0.11756999999999999 -0.056919999999999991 0.099930000000000005 -1.0000000180025095e-35 -0.083134999999999987 -0.088004999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 7 -6 -7 8 9 -3 -11
right_child=1 2 -4 -5 5 6 -8 -9 -10 10 -12
leaf_value=0.0021140984928099465 -0.0033346140571239437 0.0015991251131261916 -0.0035904803286371193 0.0039187083228139422 -0.0014958244166647979 0.0054199763796500986 -0.00066889921899504457 0.0020967466558730855 -0.005157983197893793 0.00029424422753544934 -0.004831824869145857
leaf_weight=0.0011604485470610134 0.0010001740819223269 0.0019249019706943167 0.0010351157026038957 0.0010461674494734461 0.0013321702067322638 0.0016885590980196697 0.0013806101465682341 0.0010239308276287495 0.0010329133432822012 0.0015723058502872807 0.0013237910415745905
leaf_count=259 117 456 85 162 117 201 141 89 202 297 995
internal_value=0 -0.000191685 4.35973e-05 0.000348797 1.76801e-05 0.00141679 0.00268101 -0.000877652 -0.00139792 -0.00059231 -0.00204886
internal_weight=0 0.0143606 0.0133605 0.0123253 0.0112792 0.00440134 0.00306917 0.00687784 0.00585391 0.004821 0.0028961
internal_count=3121 2862 2745 2660 2498 459 342 2039 1950 1748 1292
is_linear=0
shrinkage=0.0104612


Tree=2438
num_leaves=11
num_cat=0
split_feature=11 3 16 1 2 4 43 3 4 2
split_gain=5.35894e-05 7.42922e-05 8.40427e-05 0.00012512 0.00012954 0.000114819 0.000120123 0.000104457 0.000100406 6.52175e-05
threshold=0.081790000000000015 -0.12018999999999998 -0.27167499999999994 0.094385000000000011 0.11448000000000001 -0.083854999999999985 -0.014584999999999999 0.083060000000000009 -1.0000000180025095e-35 0.10803500000000001
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 -1 9 5 7 -4 -7 -5 -8 -3
right_child=-2 2 3 4 -6 6 8 -9 -10 -11
leaf_value=0.0019179040136695486 -0.0020012012372982108 -0.00026016096134426602 0.0013326452248315062 0.0020561333523553696 0.0043592897353296987 -0.0042523519083266671 0.0010633832386269244 -0.0012363356581719081 -0.002566078928413101 -0.0034690121990083793
leaf_weight=0.001840822999292213 0.0011308888030812083 0.0012134452498623449 0.0017280178689436528 0.0018855643685618366 0.0010377624931564855 0.0011008844564415945 0.0015369240205594277 0.001598411660326704 0.0012334454833331098 0.0010700488123087668
leaf_count=180 175 171 377 316 156 862 494 84 153 153
internal_value=0 0.000141677 -0.000121915 0.000248534 0.00142085 -0.000698179 -0.00160468 0.000545583 -0.000552554 -0.00176383
internal_weight=0 0.0142453 0.0124045 0.010121 0.00452174 0.00559927 0.00387125 0.00348398 0.00277037 0.00228349
internal_count=3121 2946 2766 2442 556 1886 1509 400 647 324
is_linear=0
shrinkage=0.00947501


Tree=2439
num_leaves=13
num_cat=0
split_feature=52 1 43 40 3 133 15 2 3 1 16 4
split_gain=5.10856e-05 0.000105177 0.000100331 0.000143142 0.000121552 8.44718e-05 0.000115145 9.97265e-05 0.000113484 9.93507e-05 6.86924e-05 5.71119e-05
threshold=-0.40306999999999998 0.13436000000000001 0.16180500000000003 -0.013874999999999998 0.12745000000000004 0.091410000000000005 0.090615000000000015 0.088475000000000012 -0.076234999999999983 0.10508500000000001 -0.088394999999999987 -0.0016099999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 6 7 10 -9 -10 -5 -12
right_child=1 -3 -4 4 -6 -7 -8 8 9 -11 11 -13
leaf_value=-0.001961094012489673 0.0029803202625939699 0.0028161271302431013 -0.0028018444767623817 -0.0018692854415551425 -0.0030260629610691474 -0.0021766216540460197 -0.0023397510202559924 0.0035898490808124956 -0.0010878361917464492 0.0025246381781237922 0.0020253002168523176 -0.00084069093212961346
leaf_weight=0.0010033905084580038 0.0012585790537291567 0.0010695189058608319 0.001008237897371895 0.0013620967675426515 0.0010916212018727842 0.0011354807716717633 0.0010639669956976176 0.0016150385573568508 0.0013455867886613126 0.001105535393330026 0.0011778740662865385 0.0010469750319924372
leaf_count=324 231 195 191 272 74 466 284 274 119 63 516 112
internal_value=0 0.000123102 -9.49164e-05 0.00012874 -0.000199191 0.000114014 0.000412391 0.000795006 0.00175228 0.000541507 -0.000290158 0.000676615
internal_weight=0 0.0142805 0.013211 0.0122028 0.0109442 0.00985255 0.00871707 0.00765311 0.00406616 0.00245112 0.00358695 0.00222485
internal_count=3121 2797 2602 2411 2180 2106 1640 1356 456 182 900 628
is_linear=0
shrinkage=0.00892851


Tree=2440
num_leaves=16
num_cat=0
split_feature=1213 453 160 16 474 43 42 40 4 2 13 0 1 47 16
split_gain=0.000468561 0.000180974 0.000214741 0.000332233 0.000268718 0.000246003 0.000276164 0.000257747 0.000188621 0.000270966 0.00024934 0.000239618 0.000235376 0.000136035 0.00027994
threshold=-1.0000000180025095e-35 1.0000000180025095e-35 -1.0000000180025095e-35 -0.013324999999999998 0.084660000000000027 0.21122500000000002 -0.11466499999999999 -0.026419999999999996 0.27287000000000006 0.092875000000000013 -0.074044999999999986 0.056435000000000006 0.094465000000000007 0.09550500000000002 -0.078844999999999985
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 -5 6 -4 -8 9 10 -9 12 -11 14 -12
right_child=1 -3 5 4 -6 -7 7 8 -10 11 13 -13 -14 -15 -16
leaf_value=-0.00095807609517542514 -0.0008149762505697091 -0.0005730669139212437 -0.00050250716206870537 -0.00030011798337737505 0.00065737297232753384 -0.00051995764187175132 0.00091582883819698994 0.00078986936457608515 0.00073842249683571089 -0.00093920867227392302 0.00033176954868203594 0.00034133690691210702 -7.6531743259236794e-05 0.00058871588075606039 -0.00056303550923679784
leaf_weight=0.0011111333709684463 0.0014312721358820685 0.0010349707048915016 0.0011429933797089406 0.0016799376240762042 0.0010529644944177602 0.0011371793957339902 0.0011990937949584212 0.0018397781549717154 0.0012541399847777026 0.0010911606662512979 0.001988970451731689 0.0014864557947609214 0.0019404852703082121 0.0011013376977028755 0.0012619441486497376
leaf_count=491 443 79 87 295 154 147 199 232 140 225 227 97 106 44 155
internal_value=0 3.25548e-05 6.45219e-05 -0.000234967 6.87953e-05 0.000145276 0.000198153 0.000258993 0.000193163 0.000129314 0.000331219 -0.000147397 -0.000387029 0.000137339 -1.5577e-05
internal_weight=0 0.0206427 0.0196077 0.00416417 0.0027329 0.0154435 0.0143064 0.0131634 0.0119643 0.0107101 0.00619203 0.0045181 0.00303165 0.00435225 0.00325091
internal_count=3121 2630 2551 892 449 1659 1512 1425 1226 1086 658 428 331 426 382
is_linear=0
shrinkage=0.00148603


Tree=2441
num_leaves=19
num_cat=0
split_feature=1213 1374 457 484 11 448 16 16 2 130 403 160 133 52 4 16 2 52
split_gain=0.000515811 0.000301302 0.00031753 0.000263215 0.000175405 0.000175629 0.000186468 0.000252112 0.000272403 0.000171517 0.000295991 0.000255369 0.00030785 0.000533262 0.000273379 0.000199592 0.000119711 8.11314e-05
threshold=-1.0000000180025095e-35 -0.094929999999999987 0.088350000000000026 -0.0068949999999999992 0.087830000000000005 -1.0000000180025095e-35 -0.51370499999999997 -0.36241499999999999 0.11293500000000002 -0.0015749999999999998 0.03138500000000001 -0.080719999999999986 0.090310000000000015 0.077655000000000016 0.053180000000000012 -0.056919999999999991 0.13247500000000004 -0.083374999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 5 -5 -7 -8 9 -9 11 -11 13 14 17 -16 -10 -13
right_child=1 2 -4 4 -6 6 7 8 16 10 -12 12 -14 -15 15 -17 -18 -19
leaf_value=-0.0011267328224957207 -0.00083907527226249846 -0.00070404358402195613 0.00085343220690439021 -0.00053951560244027634 -0.000583041760652909 0.00074126405065995415 -0.00067818196148091662 -0.00053702142008400441 0.0010895794763265195 -0.00059963925216275423 0.00097924059242416477 -0.00010842155093688746 -0.00063455167803907976 0.0010758168462060174 0.00084253750827272857 -9.7139258685603706e-05 0.00031109560774744092 -0.00075505403523418722
leaf_weight=0.0010737898941871075 0.0010018559416191666 0.0012362663359297898 0.001343193143982741 0.0010193831343074935 0.0010138325254500638 0.0013707975571048059 0.0010200931319424332 0.0011436742567352909 0.0010788479788682572 0.001417544145480191 0.0010021391261835913 0.0010511509603783045 0.0011123836443425635 0.0017337451134913362 0.0012342697610634445 0.0012001053831528219 0.0010484983060149028 0.0010381786255575509
leaf_count=491 55 463 116 81 107 78 170 165 111 305 70 219 241 119 33 34 115 148
internal_value=0 3.90287e-05 8.28749e-05 2.75887e-05 7.93194e-05 0.00012009 0.000163606 0.000107369 0.000168725 6.42047e-05 0.000134444 3.81007e-05 0.000160766 0.000302149 5.63539e-06 0.000379293 0.000705891 -0.00042973
internal_weight=0 0.021066 0.0200641 0.0187209 0.0174846 0.0164708 0.0154514 0.0140806 0.0130605 0.0109332 0.00978952 0.00878738 0.00736983 0.00625745 0.0045237 0.00243438 0.00212735 0.00208933
internal_count=3121 2630 2575 2459 1996 1889 1808 1730 1560 1334 1169 1099 794 553 434 67 226 367
is_linear=0
shrinkage=0.0016407


Tree=2442
num_leaves=12
num_cat=0
split_feature=484 42 15 16 15 43 457 3 1 13 0
split_gain=5.60962e-05 7.4102e-05 9.1899e-05 0.000112854 9.22237e-05 9.93e-05 0.000116812 0.000109232 9.82247e-05 0.000125021 0.000108999
threshold=-0.0068949999999999992 0.10256000000000001 -0.10653 -0.43320999999999993 -0.095869999999999983 0.13895500000000002 0.087995000000000004 0.088060000000000013 0.077565000000000009 -0.0025349999999999995 -0.019414999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 -4 6 7 8 10 -10 -6
right_child=1 -3 4 -5 5 -7 -8 -9 9 -11 -12
leaf_value=-0.0021805369250616105 -0.00045967039966441628 -0.0022048952322654991 -0.0025304311115903 0.0037333030634634033 -0.0034355533551601691 0.0027349876049150841 0.002702577677065211 -0.0025367944806647847 0.0031027712719221699 -0.00098104512922329726 0.0009065393082880091
leaf_weight=0.0010430296870881798 0.00101297217405843 0.0011563707706260936 0.0012310495235080413 0.001469091817344891 0.0011466250721083307 0.0013251379196930211 0.0011738196109243437 0.0019460507203177269 0.001620703163347989 0.0012327564799036149 0.0010206545426463256
leaf_count=503 147 311 92 236 841 124 114 148 345 215 45
internal_value=0 0.00014086 0.000346687 0.00202208 -4.20676e-05 0.000281552 -0.000117821 -0.000593025 0.000160385 0.00133847 -0.0013907
internal_weight=0 0.0143352 0.0131789 0.00248206 0.0106968 0.00946575 0.00814061 0.00696679 0.00502074 0.00285346 0.00216728
internal_count=3121 2618 2307 383 1924 1832 1708 1594 1446 560 886
is_linear=0
shrinkage=0.00966451


Tree=2443
num_leaves=18
num_cat=0
split_feature=1213 147 52 11 52 13 16 0 2 52 3 0 4 15 12 4 4
split_gain=0.000498802 0.000242869 0.000212 0.000204351 0.00021204 0.000217041 0.00019619 0.000193451 0.000244897 0.00023483 0.000193765 0.000177819 0.000172786 0.000220867 0.000160225 0.000104788 7.31868e-05
threshold=-1.0000000180025095e-35 0.089025000000000007 0.19022000000000003 0.087830000000000005 0.11808500000000001 -0.084034999999999985 0.22339500000000004 -0.019414999999999998 0.11215000000000001 -0.088204999999999992 0.092670000000000016 -0.084269999999999984 -1.0000000180025095e-35 -0.10091499999999999 0.082095000000000015 0.181285 -0.39518999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 6 11 8 9 -7 12 15 14 -14 -11 -2 -9
right_child=1 -3 -4 -5 -6 7 -8 16 -10 10 -12 -13 13 -15 -16 -17 -18
leaf_value=-0.0011212822909789633 -9.8273538993640965e-05 0.00082943457313945689 -0.00059812931617174024 -0.00066686181785267397 0.0008382586462706012 -0.000608625238771302 -0.00025342045515150922 5.8664062085881879e-05 -0.00083159992535390237 0.00074890716440845131 0.0007020039030015019 0.0010985621934228628 0.00010382622367284981 -0.00087124383211390833 -0.00010738752904353654 0.00062138265421113283 0.00067937247431744949
leaf_weight=0.0010896845302063298 0.0010582451333240863 0.0010377553025584267 0.0015363098052778431 0.0010508648767664211 0.0010074329811605017 0.0017503006412989729 0.0011104617398354222 0.0010272867226239768 0.0013726386725449137 0.0010694606482403671 0.0011603675230844601 0.0011320912729038349 0.0013776140412821436 0.0012328332896107018 0.0014306627920435255 0.0012198289734522173 0.0011034491485095209
leaf_count=491 323 122 338 113 101 256 43 92 190 69 30 122 80 123 473 72 83
internal_value=0 4.04181e-05 -1.27291e-06 4.93778e-05 9.35158e-05 4.67556e-05 0.000357526 -7.51468e-05 -0.000178409 -6.66317e-05 8.46457e-05 0.00055647 -5.5527e-05 -0.000356669 0.000258904 0.000287077 0.000380112
internal_weight=0 0.0206776 0.0196398 0.0181035 0.0170527 0.0160452 0.00452063 0.0115246 0.00939388 0.00802124 0.00627094 0.00341017 0.00511057 0.00261045 0.00250012 0.00227807 0.00213074
internal_count=3121 2630 2508 2170 2057 1956 560 1396 1221 1031 775 517 745 203 542 395 175
is_linear=0
shrinkage=0.00167351


Tree=2444
num_leaves=16
num_cat=0
split_feature=1213 147 11 52 51 130 15 52 457 47 42 4 0 13 4
split_gain=0.000455281 0.000287847 0.00029618 0.000192468 0.000207658 0.000239038 0.000223824 0.000192699 0.00022351 0.000219651 0.000244924 0.000402056 0.000170578 7.11188e-05 6.5701e-05
threshold=-1.0000000180025095e-35 0.089025000000000007 0.087830000000000005 0.19022000000000003 -0.076794999999999988 -0.0015749999999999998 -0.016799999999999995 -0.12647999999999995 -0.0029299999999999994 0.09550500000000002 0.088200000000000014 0.033845000000000007 -0.10474999999999998 -0.084034999999999985 0.181285
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 6 -6 -2 -7 -9 10 11 12 -10 -14 -13
right_child=1 -3 -4 -5 5 7 -8 8 9 -11 -12 14 13 -15 -16
leaf_value=-0.001126887005536566 -0.00082325100245519501 0.00089470732825664941 -0.00090067947133016764 -0.00057256800697541999 -0.00054395588132085586 -0.00041211108153509503 0.00020859776198659861 -0.00035540455972694516 0.00087308586723045803 0.00095039593780719077 0.00085816737514796809 -0.00085133031843286349 0.00040973775826897883 -0.00013169913460901825 -0.00021679297104114606
leaf_weight=0.0011157997858467208 0.0014806268154261212 0.0011663183078361372 0.0011189514400421477 0.0014892024191000405 0.0013198507571898299 0.0012592862974502945 0.0012007150670054019 0.0013746838709319765 0.0016603087510492776 0.0019134172778091313 0.0018525649468766536 0.0010019584347765176 0.0017101143424390298 0.0013847030885644519 0.0010581933965220659
leaf_count=491 274 122 118 333 197 226 160 107 77 120 325 69 105 276 121
internal_value=0 3.72983e-05 -1.31447e-05 3.99467e-05 9.29286e-05 0.000176701 -0.000361185 0.000248675 0.000318274 0.000405796 0.000285576 0.000129932 0.000413854 0.000167485 -0.000525401
internal_weight=0 0.0209909 0.0198246 0.0187056 0.0172164 0.0145351 0.00268134 0.0132152 0.0119559 0.0105813 0.00866784 0.00681528 0.00475513 0.00309482 0.00206015
internal_count=3121 2630 2508 2390 2057 1623 434 1426 1200 1093 973 648 458 381 190
is_linear=0
shrinkage=0.00177594


Tree=2445
num_leaves=17
num_cat=0
split_feature=1213 147 11 1374 457 133 160 457 47 52 43 3 43 403 0 133
split_gain=0.000519016 0.000267009 0.000318126 0.00023577 0.000253123 0.000208414 0.000300391 0.000243418 0.000276217 0.000239751 0.000230229 0.000293635 0.000178515 0.0001589 0.000149658 0.000227655
threshold=-1.0000000180025095e-35 0.089025000000000007 0.087830000000000005 -0.08070999999999999 0.088350000000000026 -0.083244999999999986 -1.0000000180025095e-35 -1.0000000180025095e-35 0.09550500000000002 -0.013374999999999998 -0.072534999999999988 -0.08824499999999999 -1.0000000180025095e-35 0.08332500000000001 -0.10607499999999999 0.091250000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 13 9 -8 10 -7 11 -9 -10 -5 -12 -16
right_child=1 -3 -4 4 -6 6 7 8 12 -11 14 -13 -14 -15 15 -17
leaf_value=-0.0011174952691697549 -0.00072191112023283854 0.00083255122553248001 -0.00083649782746015699 7.5838496835262169e-05 0.00082412851778078963 3.1427642283087842e-05 -0.00066629064101846893 -0.00013655015607056417 0.00025989684006834986 -0.0008458751750139023 0.00024071487715902196 0.00090221292370421858 0.0011535346343756517 0.00097261358834619532 -0.00075688437502197863 0.00018012947280923296
leaf_weight=0.0010940726470549103 0.001005945178299327 0.0010896077932671935 0.0011568769808575343 0.0010736367285604171 0.0011938715162047578 0.0015093030970761371 0.0010014439862770239 0.0014750512232487994 0.0013367163814203935 0.0018867702005780545 0.0013419207478861904 0.0014552404685670445 0.0010943905883316063 0.0010540673757030647 0.0019282126150785058 0.0010939766502655254
leaf_count=491 54 122 118 243 61 244 118 148 75 491 69 296 55 104 246 186
internal_value=0 4.20326e-05 -1.89747e-06 5.04332e-05 9.49706e-05 4.14025e-05 -3.0716e-05 0.000103919 0.000183228 -0.000455979 2.36019e-05 0.00037932 0.000662178 0.000520102 -0.000215246 -0.000417703
internal_weight=0 0.020697 0.0196074 0.0184505 0.0174446 0.0162507 0.014123 0.010727 0.00972551 0.00339607 0.0072944 0.00293029 0.00243111 0.0021277 0.00436411 0.00302219
internal_count=3121 2630 2508 2390 2336 2275 1928 1193 1075 735 945 444 130 347 501 432
is_linear=0
shrinkage=0.0016407


Tree=2446
num_leaves=11
num_cat=0
split_feature=4 0 1 15 13 15 15 3 2 47
split_gain=5.46715e-05 0.000136278 8.29297e-05 0.000134681 9.42386e-05 0.000203449 0.000182298 0.000177667 0.000175802 0.000107749
threshold=-0.49405499999999997 1.0000000180025095e-35 0.077565000000000009 0.083935000000000023 -0.094514999999999988 0.035560000000000008 -0.016799999999999995 0.097915000000000016 0.089885000000000007 0.09550500000000002
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 -4 6 7 8 9 -6
right_child=1 -3 4 -5 5 -7 -8 -9 -10 -11
leaf_value=-0.0020945131177483168 -0.0044533808588091521 0.0030102935211508992 0.0024124856336571947 0.00013554868246981586 -0.0028620987332151813 -0.0041669612193852784 0.0042394513714919483 -0.0029838751736335212 0.0039636047096270298 0.001595433757247152
leaf_weight=0.001277808785226763 0.0011927326525676403 0.0016308573460275212 0.001809612091146968 0.0016939406422744065 0.0012408326738568573 0.0012181196225019564 0.001166429011063951 0.0018266972918956625 0.0013799104463761216 0.0011374712687700211
leaf_count=156 856 186 231 695 171 318 107 97 180 124
internal_value=0 0.000163973 -0.000202523 -0.00176053 0.000257385 -0.000231971 0.000478005 -0.000307586 0.000993236 -0.000730195
internal_weight=0 0.0142966 0.0126657 0.00288667 0.00977907 0.00796946 0.00675134 0.00558491 0.00375821 0.0023783
internal_count=3121 2965 2779 1551 1228 997 679 572 475 295
is_linear=0
shrinkage=0.0104612


Tree=2447
num_leaves=12
num_cat=0
split_feature=11 12 13 159 3 457 2 0 1 43 43
split_gain=5.9967e-05 5.53913e-05 0.000103628 9.62184e-05 0.00010605 8.92558e-05 0.000103942 0.000133984 0.000156297 0.000146796 0.000161489
threshold=0.081790000000000015 0.10711000000000002 -0.15078499999999997 0.089465000000000017 -0.11255999999999998 -0.0029299999999999994 0.11215000000000001 -0.10011499999999998 0.094385000000000011 -0.074359999999999996 -0.09225499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 -4 -6 7 8 -7 10 -9
right_child=-2 -3 3 -5 5 6 -8 9 -10 -11 -12
leaf_value=0.0029165605637481795 -0.00235964014538608 -0.002187598890923936 0.0029388441361416669 -0.0030953873541174847 -0.003101729159251998 0.00063975870714403802 -0.0025661667034247173 -0.0016855258944451839 0.0057303023530002909 -0.0030815053419735658 0.0039576028937550129
leaf_weight=0.001584597628271559 0.0011539673376295126 0.0010519576566091057 0.001501418708024063 0.0010361946146483876 0.0010166809776966457 0.0019108452591188934 0.0012583184672368712 0.0011438264633763448 0.001071971275780681 0.0015504669668456837 0.0011659238652018278
leaf_count=183 175 243 126 271 208 134 201 181 94 910 395
internal_value=0 0.000169081 0.000356323 8.25605e-06 0.000311095 -0.000121603 0.000252388 0.000770673 0.00246921 -0.000541798 0.00116303
internal_weight=0 0.0142922 0.0132402 0.0116556 0.0106195 0.00911803 0.00810135 0.00684303 0.00298282 0.00386022 0.00230975
internal_count=3121 2946 2703 2520 2249 2123 1915 1714 228 1486 576
is_linear=0
shrinkage=0.0106704


Tree=2448
num_leaves=17
num_cat=0
split_feature=1213 147 11 1374 52 52 52 133 0 13 0 4 16 1 4 42
split_gain=0.000445947 0.000253386 0.000318489 0.000208673 0.000206451 0.000201071 0.00015471 0.000175188 0.000245273 0.00015809 0.000186639 0.000399671 0.000185228 0.000163461 0.000148008 8.97587e-05
threshold=-1.0000000180025095e-35 0.089025000000000007 0.087830000000000005 -0.08070999999999999 0.19022000000000003 0.12603000000000003 -0.40306999999999998 0.10722500000000001 -0.060129999999999996 -0.012549999999999997 -0.10607499999999999 0.25615500000000008 -0.062804999999999986 0.090540000000000023 -0.35136499999999998 0.08623500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 6 -5 8 9 12 11 13 15 -11 -10 -8
right_child=1 -3 -4 4 -6 -7 7 -9 14 10 -12 -13 -14 -15 -16 -17
leaf_value=-0.0010899728017888792 -0.00070183823831853373 0.00082280521247268541 -0.00086578910755082334 -0.00048248689336945292 -0.00052605584995918169 0.00084469471993625525 0.00024778842050918057 -0.00051120244471918117 0.00025123593413677188 7.9540361245610737e-05 -0.00061014225059302836 -0.00063160904167199787 -0.00030370138642978511 0.00098328150503976188 0.00094548193481268816 0.00082684561865367244
leaf_weight=0.0010448985388788112 0.0010038745767966253 0.0010719951734394486 0.0011537995243999779 0.0012260462960857416 0.0014336632460971296 0.001050050734496071 0.0016598849567183195 0.0010752320739934604 0.0018562389540170976 0.0011832210656933517 0.0016326176371515089 0.0013990616697303684 0.0010594557498469865 0.0010650352898229909 0.0016025176510997769 0.0013672278125730457
leaf_count=491 54 122 118 255 333 57 237 284 95 53 293 49 329 63 144 144
internal_value=0 3.0384e-05 -1.25883e-05 4.02975e-05 8.26031e-05 0.000136546 8.73878e-05 0.000137652 0.00019205 5.14154e-05 -0.000139859 7.06501e-05 0.000298546 0.000507657 0.000572895 0.000509326
internal_weight=0 0.0208399 0.0197679 0.0186141 0.0176103 0.0161766 0.0151265 0.0139005 0.0128253 0.0093665 0.00527994 0.00364732 0.00408657 0.00224826 0.00345876 0.00302711
internal_count=3121 2630 2508 2390 2336 2003 1946 1691 1407 1168 458 165 710 116 239 381
is_linear=0
shrinkage=0.00167351


Tree=2449
num_leaves=12
num_cat=0
split_feature=11 43 15 160 133 151 52 16 0 4 52
split_gain=4.94771e-05 5.02216e-05 0.000121364 0.000115036 0.000103705 0.000159489 0.000148311 0.000126359 0.000123612 8.67782e-05 8.24177e-05
threshold=0.081790000000000015 -0.067199999999999996 -0.08730499999999998 -0.087429999999999994 -0.0061299999999999992 -0.0083949999999999979 -0.0064899999999999992 -0.056919999999999991 -0.10224499999999999 -0.083644999999999983 -0.090859999999999982
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -3 -5 -6 -7 8 -8 -4 -11
right_child=-2 3 9 4 5 6 7 -9 -10 10 -12
leaf_value=0.0037884036060051997 -0.002018920963383305 0.0026675694318690373 0.0018568808266490992 -0.0030225473818525964 -0.003210704854862168 -0.0016428119811683127 0.0010170694230660676 -0.00063591930152817448 0.0058908930905996843 0.0007666315410007669 -0.0031362309580260672
leaf_weight=0.0011717072680327645 0.0011564297318261705 0.00116154156274476 0.0016127511208734319 0.0015855071528843153 0.001368099749426659 0.0018416700928167401 0.0010715137455276106 0.0012400862794233396 0.0010336238498816945 0.0010763275505458053 0.0011124034731146704
leaf_count=414 175 208 221 646 139 218 70 94 266 222 448
internal_value=0 0.000143486 0.000959139 -0.00029259 -0.000714965 -0.000156813 0.000648685 0.00191024 0.00341012 8.70921e-05 -0.00121696
internal_weight=0 0.0142752 0.00497319 0.00930204 0.0081405 0.00655499 0.00518689 0.00334522 0.00210514 0.00380148 0.00218873
internal_count=3121 2946 1305 1641 1433 787 648 430 336 891 670
is_linear=0
shrinkage=0.010055


Tree=2450
num_leaves=12
num_cat=0
split_feature=4 0 1 15 2 3 150 15 52 0 16
split_gain=5.03331e-05 0.000107318 7.24401e-05 0.000113332 9.21263e-05 0.000146653 9.74438e-05 9.00073e-05 0.00017211 9.13694e-05 2.3591e-05
threshold=-0.49405499999999997 -1.0000000180025095e-35 0.077565000000000009 0.083935000000000023 0.089775000000000008 0.088060000000000013 0.090480000000000019 -0.10324499999999999 -0.0064899999999999992 -0.099059999999999995 -0.074319999999999983
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 7 -6 10 -4 -9 -10 -7
right_child=1 -3 4 -5 5 6 -8 8 9 -11 -12
leaf_value=-0.0018231283030552495 -0.0037362700205948295 0.0024569706447512881 -0.0031165193144043271 0.00010146748310329953 0.0034605658791383308 -0.0022068498828995537 0.0023025541347953568 -0.0023756602722089584 0.0038213525434306716 -9.5799514319565719e-05 -0.00019734325624780181
leaf_weight=0.0012682436746651602 0.0011720277844266872 0.0016009787782303104 0.0010642410924016363 0.0016825100311489891 0.0016495859374510676 0.001057423858039086 0.0010708363877980354 0.0015692987910179979 0.0010126339735514467 0.0011324055295742347 0.0010406221600494092
leaf_count=156 856 186 115 695 248 91 78 211 54 361 70
internal_value=0 0.000147787 -0.000149119 -0.00147425 0.000245026 0.00116951 -2.31238e-05 -0.000687171 8.89168e-06 0.00175342 -0.00121014
internal_weight=0 0.0140526 0.0124516 0.00285454 0.00959705 0.00481847 0.00316888 0.00477858 0.00371434 0.00214504 0.00209805
internal_count=3121 2965 2779 1551 1228 487 239 741 626 415 161
is_linear=0
shrinkage=0.00947501


Tree=2451
num_leaves=16
num_cat=0
split_feature=1213 147 11 52 52 4 0 13 403 15 2 0 15 42 4
split_gain=0.000432942 0.000242038 0.000262076 0.000194493 0.00015324 0.000271937 0.000365167 0.000254633 0.000267678 0.000264825 0.000220026 0.000315955 0.000156695 0.000117856 9.05713e-05
threshold=-1.0000000180025095e-35 0.089025000000000007 0.087830000000000005 0.19022000000000003 0.11008000000000001 -0.49405499999999997 -0.019414999999999998 -0.084034999999999985 0.03138500000000001 0.035560000000000008 0.11215000000000001 -0.10151999999999999 -0.093244999999999981 0.085505000000000012 0.053180000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 -2 7 13 9 10 11 12 14 -7 -9
right_child=1 -3 -4 -5 -6 6 -8 8 -10 -11 -12 -13 -14 -15 -16
leaf_value=-0.0010685230618334369 -0.00077793567626817048 0.00083018671821489555 -0.00079230224348812164 -0.00053650777596000413 0.00060099905833868237 0.00014665708556431289 0.0008167091340821732 -0.00019821681659751346 0.000684412357395766 -0.00087639117792099274 -0.000747476477138912 -0.00054671551634565918 0.00086351371113834406 0.00081153849408819971 0.00040756327297620788
leaf_weight=0.0010269179316824686 0.0010340650568432226 0.0010436440605938102 0.0010951994340899765 0.0014526889718601685 0.001561822824997775 0.0017785201605671026 0.0017929208697405096 0.0013724362667559831 0.001003918315857214 0.0014632186715164627 0.0011785527586667781 0.0017212641924257647 0.0010605754705534359 0.0012869366032974665 0.0013925971939703352
leaf_count=491 99 122 118 333 130 321 126 49 112 388 165 388 51 190 38
internal_value=0 4.53183e-05 2.6439e-06 5.0746e-05 0.000101993 5.03283e-05 0.000111284 8.10441e-06 -0.000131181 -0.000231172 -9.07941e-05 4.87322e-05 0.000316643 0.000425787 0.000106882
internal_weight=0 0.0202384 0.0191947 0.0180995 0.0166468 0.015085 0.0140509 0.012258 0.00919256 0.00818864 0.00672543 0.00554687 0.00382561 0.00306546 0.00276503
internal_count=3121 2630 2508 2390 2057 1927 1828 1702 1191 1079 691 526 138 511 87
is_linear=0
shrinkage=0.00167351


Tree=2452
num_leaves=21
num_cat=0
split_feature=1213 14 1447 453 1374 457 11 4 13 52 4 43 52 15 3 47 0 15 1 1
split_gain=0.0006694 0.000503652 0.000352837 0.000287221 0.000316566 0.000312752 0.000338125 0.000607715 0.000277613 0.000283998 0.000331185 0.000188276 0.00032 0.000243087 0.00026131 8.77753e-05 0.000166696 0.000195054 8.09162e-05 6.09921e-05
threshold=-1.0000000180025095e-35 0.054835000000000009 -1.0000000180025095e-35 1.0000000180025095e-35 -0.08070999999999999 0.080930000000000016 0.088065000000000018 0.27287000000000006 -0.082014999999999991 0.10160000000000001 -0.077679999999999985 -0.074359999999999996 -0.014264999999999998 -0.016799999999999995 -0.08824499999999999 0.094160000000000008 -0.076579999999999995 0.050935000000000008 0.088975000000000012 0.10089500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 -4 6 7 8 9 10 -6 13 -13 -10 -15 16 17 -14 -7 -12
right_child=1 -3 3 -5 5 18 -8 -9 11 -11 19 12 15 14 -16 -17 -18 -19 -20 -21
leaf_value=-0.0012572766773645788 -0.00086756691410395622 -0.001122649235510195 -0.00070840285058274141 -0.00072659077740272872 0.0013470013457220935 0.00052281110642701345 -0.00078106991683421338 0.0011825077579642647 -0.00035290284874337494 -0.00018365297027097077 3.364025794707298e-06 -0.0010183802608263717 -0.00037531110482967112 9.2853391672268335e-05 0.0011472891088154123 0.00037998410653825845 -0.00073613962437880194 0.00062418238399891387 0.0012019947326407723 0.00057054428643948051
leaf_weight=0.0012167274751886106 0.0010650265274821441 0.0010388728655941195 0.0011029216586335702 0.0010651611526097384 0.0013894182178897374 0.0010187103123209243 0.0010497521876553497 0.0017087452669954676 0.0014757942824191288 0.0015314734734638707 0.0011187572935838679 0.0012624700363298574 0.0012504393689379209 0.0017804406529999817 0.0011128543770374533 0.001075759303283963 0.0010711377738587442 0.0010438492051613457 0.0010257731046730417 0.0010913607125653257
leaf_count=491 241 96 55 78 59 81 93 240 263 115 236 190 95 99 87 52 163 224 114 49
internal_value=0 4.01815e-05 9.21626e-05 0.000138257 0.000181896 0.000230976 0.000158973 0.000217321 0.000108844 0.000432024 0.000693973 -5.5783e-05 -0.000260037 0.000210862 0.000498423 -4.44672e-05 -0.000180143 7.94357e-05 0.000863576 0.000283439
internal_weight=0 0.0242787 0.0232398 0.0221748 0.0211097 0.0200067 0.0179623 0.0169125 0.0152038 0.00513101 0.00359954 0.0100727 0.00570366 0.00436909 0.0028933 0.00444119 0.00336543 0.00229429 0.00204448 0.00221012
internal_count=3121 2630 2534 2293 2215 2160 1965 1872 1632 459 344 1173 724 449 186 534 482 319 195 285
is_linear=0
shrinkage=0.00170698


Tree=2453
num_leaves=13
num_cat=0
split_feature=484 4 12 150 43 52 43 13 0 0 1 1
split_gain=5.24409e-05 7.81926e-05 6.85418e-05 7.13587e-05 7.10685e-05 0.000150021 0.000127867 0.000110456 8.55199e-05 7.16553e-05 4.94205e-05 2.34628e-05
threshold=-0.0068949999999999992 0.27044500000000005 0.10711000000000002 0.098740000000000008 -0.074359999999999996 -0.085984999999999992 -0.09225499999999999 -0.014169999999999999 -0.14649999999999996 -0.084269999999999984 0.077845000000000011 0.092390000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 6 -6 10 9 -9 -7 -2 -10
right_child=1 -3 -4 -5 5 7 -8 8 11 -11 -12 -13
leaf_value=-0.0020625184479726565 -0.0016156657024682004 0.0019139326018903203 -0.0024691997299670144 -0.0022905253384246076 -0.0035520242336075088 -0.0029153027218778477 0.0033238818357453001 0.0036573881536973514 -0.00051004284780161368 0.00050838767361446869 0.0012123761560032718 0.0014492872402590527
leaf_weight=0.0010484956772966328 0.0010770072260011775 0.0019171063347787716 0.0010408093958598754 0.0010444957217366707 0.0010631878585951838 0.0011651343497310518 0.0016488769430941744 0.0010582841169997081 0.0012045630375026668 0.0010374843531541795 0.001144001064447453 0.0010077012951176037
leaf_count=503 222 346 196 150 248 302 393 51 287 308 77 38
internal_value=0 0.000132228 -0.000141214 7.03872e-05 0.000307357 -0.000295137 0.00132499 0.000337529 0.00144215 -0.00130267 -0.000158993 0.000382445
internal_weight=0 0.0144087 0.0124915 0.0114507 0.0104062 0.00653636 0.00386989 0.00547317 0.00327055 0.00220262 0.00222101 0.00221226
internal_count=3121 2618 2272 2076 1926 1234 692 986 376 610 299 325
is_linear=0
shrinkage=0.00947501


Tree=2454
num_leaves=18
num_cat=0
split_feature=1213 403 160 474 12 42 151 15 43 49 150 51 1 47 43 1 3
split_gain=0.000384568 0.000174842 0.000211648 0.000349562 0.000351372 0.00027548 0.000269105 0.000210463 0.000184489 0.000232582 0.000174919 0.00028625 0.000187353 0.000194164 0.00016705 0.000166033 9.98954e-05
threshold=-1.0000000180025095e-35 0.03138500000000001 -1.0000000180025095e-35 0.084660000000000027 1.0000000180025095e-35 -1.0000000180025095e-35 -0.090369999999999992 0.088235000000000022 -0.074359999999999996 0.065470000000000014 0.081835000000000019 0.086685000000000012 0.092695000000000013 0.08265500000000002 0.084740000000000024 0.10984500000000001 -0.081234999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 15 -7 -3 16 10 12 -12 14 -14 -10 -4 -8
right_child=1 7 5 -5 -6 6 8 -9 9 -11 11 -13 13 -15 -16 -17 -18
leaf_value=-0.0010078218482395156 -0.00023195086504211333 1.5521482932526829e-06 -0.00096566063142160827 0.0004035205343827255 -0.001430155686270963 -0.00058710340315648168 0.0003425269203698629 0.0010165713452118426 -0.00027204990089340519 0.00080203270820757195 0.0010274072686555049 -0.00012736465181356296 -2.3144202405951151e-05 -0.0009911906513545162 0.00052197029131644608 -2.3942746528760039e-05 0.0009683412397880765
leaf_weight=0.0010077040133184374 0.0018282467335000024 0.0012027041545743375 0.001004712315535069 0.0011619962310072465 0.001029962196455971 0.0011767616140835333 0.0016708911242689587 0.00101311631698775 0.0014513872638662953 0.0011548898521818347 0.0010328455146967758 0.0013116936936325985 0.0010945239890254675 0.0011372577053556654 0.0014024370618468396 0.0010112112976152776 0.0011655771108229985
leaf_count=491 131 171 393 206 499 92 189 39 179 92 62 55 194 39 39 34 216
internal_value=0 2.99397e-05 -2.18694e-05 -0.000355251 -0.000663727 6.98402e-05 0.000159949 0.000465639 0.000236918 0.000117059 1.05919e-05 0.00038135 -0.000160333 -0.000516435 0.00011815 -0.000493284 0.00059969
internal_weight=0 0.0208502 0.0186344 0.00402021 0.00285821 0.0146142 0.0125983 0.00221582 0.0114215 0.00858504 0.00743015 0.00234454 0.00508561 0.00223178 0.00285382 0.00201592 0.00283647
internal_count=3121 2630 2420 836 630 1584 1157 210 1065 660 568 117 451 233 218 427 405
is_linear=0
shrinkage=0.0016407


Tree=2455
num_leaves=16
num_cat=0
split_feature=147 124 159 12 12 52 51 159 1 52 3 0 15 0 12
split_gain=0.000287836 0.000216064 0.000261784 0.000172838 0.000211843 0.000224755 0.000312727 0.000238765 0.000244914 0.000160936 0.00015206 0.0001428 0.000138533 0.000160284 0.000115973
threshold=0.089025000000000007 0.0049200000000000008 -0.032739999999999991 0.10866500000000003 0.097825000000000009 -0.24456499999999998 0.091630000000000003 0.091530000000000014 0.089175000000000018 -0.077024999999999996 0.076840000000000006 -0.11173999999999999 0.090455000000000021 -0.084044999999999995 0.086345000000000019
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 -4 7 8 9 -7 11 -10 13 -11 -15
right_child=-2 -3 3 -5 -6 6 -8 -9 10 12 -12 -13 -14 14 -16
leaf_value=-0.00088880102557939032 0.00086684069544914696 0.00069587611486026074 -0.00084736970005504632 -0.00063681968296069934 0.00053517245684595786 0.00074073550706911268 0.00074763927505757679 -0.00087104727405127929 0.0004412998990528204 -0.00060860263822646329 -0.00070577439026017492 -0.00037066354529237985 0.00052841700895971024 0.0005086805494929086 -0.00026557029541044591
leaf_weight=0.0011647733417072077 0.0010205357739148302 0.0010353519446482272 0.0010182777686963554 0.001361320168626389 0.0018793144260473077 0.0012527069662603956 0.0014000004167641434 0.0010790630116741537 0.0010014871652893262 0.0012641054235193443 0.0018453010110161261 0.001706572905500311 0.001309816579007167 0.001216789632441327 0.0010502639744928988
leaf_count=409 124 71 254 188 219 120 159 232 79 497 94 264 126 81 204
internal_value=0 -6.30187e-05 -0.000105376 -5.28878e-05 -3.2789e-06 -7.4821e-05 -1.48894e-05 -0.000105929 -2.83854e-05 0.000195408 -0.000327884 -7.03855e-05 5.42927e-05 -0.000121575 0.000149991
internal_weight=0 0.0195851 0.0185498 0.017385 0.0160237 0.0141444 0.0131261 0.0117261 0.010647 0.00609368 0.00455336 0.00270806 0.00484098 0.00353116 0.00226705
internal_count=3121 2997 2926 2517 2329 2110 1856 1697 1465 1028 437 343 908 782 285
is_linear=0
shrinkage=0.00170698


Tree=2456
num_leaves=16
num_cat=0
split_feature=147 124 159 12 3 159 52 0 2 151 2 15 2 1 12
split_gain=0.000347373 0.000241271 0.000243246 0.000194672 0.000197116 0.000233025 0.000316363 0.000307066 0.000233284 0.00024623 0.000199721 0.000166086 0.000149868 0.000227808 7.41183e-05
threshold=0.089025000000000007 0.0049200000000000008 -0.032739999999999991 0.10866500000000003 0.13524500000000003 0.091530000000000014 -0.24456499999999998 -0.077999999999999986 0.089775000000000008 -0.0083949999999999979 0.10097500000000002 -0.074054999999999996 0.084055000000000005 0.09253500000000002 0.091475000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 6 -4 8 12 -10 14 -11 13 -8 -9
right_child=-2 -3 3 -5 -6 -7 7 10 9 11 -12 -13 -14 -15 -16
leaf_value=-0.00083934988188076544 0.00093049577125512296 0.00072696866896184342 -0.00079638107983331929 -0.00065998102131045527 0.00051277917595802277 -0.00084050063424191657 0.00020027686803982477 0.0011206811743897744 -0.0002876526084012576 0.0010432185834181186 -2.7898277172595232e-05 0.00015381763900162751 -0.00088101235312848774 -0.00074831224621064215 0.00050257119027688338
leaf_weight=0.0011904888949176148 0.0010357884191198033 0.001023797482893443 0.0012981652939173189 0.001382181568343 0.0018221283160143728 0.0010249999201775188 0.0017733746792388799 0.0010546485963986154 0.0018210989658670185 0.0010139685539198931 0.0012947418517877014 0.001399793391646198 0.0011965490365839718 0.0011813864094414941 0.0011206085001784771
leaf_count=409 124 71 305 188 140 245 311 116 103 128 90 102 552 70 167
internal_value=0 -6.39345e-05 -0.000107529 -5.74112e-05 -5.36221e-06 -7.19464e-05 -1.20599e-05 7.38177e-05 -9.94249e-05 0.000176927 0.000492504 0.000527436 -0.000381339 -0.000178992 0.000802255
internal_weight=0 0.0195979 0.0185741 0.0173836 0.0160015 0.0141793 0.0131543 0.0118562 0.00838617 0.00423486 0.00347 0.00241376 0.00415131 0.00295476 0.00217526
internal_count=3121 2997 2926 2517 2329 2189 1944 1639 1266 333 373 230 933 381 283
is_linear=0
shrinkage=0.00167351


Tree=2457
num_leaves=19
num_cat=0
split_feature=1213 1374 160 52 457 484 448 15 160 15 0 0 2 2 12 3 16 12
split_gain=0.000536222 0.000362914 0.000302587 0.000285407 0.000174208 0.000260996 0.000272773 0.00023094 0.000205992 0.000195738 0.000313848 0.000196287 0.000237553 0.000375863 0.000148629 0.000212705 8.56399e-05 9.78736e-05
threshold=-1.0000000180025095e-35 -0.094929999999999987 -0.26568499999999995 -0.43320999999999993 0.088350000000000026 -0.0068949999999999992 -1.0000000180025095e-35 -0.24436499999999997 0.086075000000000013 -0.11713499999999999 -0.10011499999999998 -0.077999999999999986 0.10097500000000002 0.11293500000000002 -1.0000000180025095e-35 -0.088084999999999983 -0.056919999999999991 0.091085000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 -4 5 -5 -7 -8 9 -9 16 -12 14 -14 -13 -16 17 -11
right_child=1 2 3 4 -6 6 7 8 -10 10 11 12 13 -15 15 -17 -18 -19
leaf_value=-0.0011246204972833491 -0.00090184802046726343 -0.00082810880645351002 -0.0007619609174574517 -0.00060348062481470734 0.00076074550249488051 -0.00063280756049778435 0.00089241502124054667 -0.00032210580077764509 -0.00049423913629673621 0.0010729121167906662 -0.00038855067548445096 0.0010840829938854083 -0.00092966137175388487 0.00048478220978491774 0.00080898488997334719 -0.00019639947503380387 0.00028114703360361391 0.00044687448389865058
leaf_weight=0.0012323040107212599 0.0011532029461367435 0.0010172732410572835 0.0010048252123452074 0.0013223892483512556 0.0013574715315828522 0.0011140629095169321 0.001441685866848212 0.0015993775610358913 0.0012231911455082576 0.0019107225419467966 0.0017874615215503148 0.0010238518958640697 0.0010316706902330219 0.0011662177118476613 0.0012348753849122929 0.0012178700295646713 0.0011073828308774064 0.0011751899247345321
leaf_count=491 55 231 278 428 106 71 217 121 139 58 450 41 45 80 45 158 61 46
internal_value=0 3.13031e-05 8.08125e-05 0.000125441 0.000170673 0.000127036 0.000183749 0.000240892 0.000176014 0.000237868 0.00031471 0.000104729 0.000260112 -0.000179146 0.000537809 0.000309778 0.00068837 0.000834502
internal_weight=0 0.0228887 0.0217355 0.0207182 0.0197134 0.0183559 0.0170336 0.0159195 0.0144778 0.0132546 0.0116552 0.00746195 0.00567449 0.00219789 0.0034766 0.00245275 0.0041933 0.00308591
internal_count=3121 2630 2575 2344 2066 1960 1532 1461 1244 1105 984 819 369 125 244 203 165 104
is_linear=0
shrinkage=0.00170698


Tree=2458
num_leaves=13
num_cat=0
split_feature=41 2 52 52 474 13 3 1 48 13 12 2
split_gain=5.64261e-05 6.27061e-05 7.95845e-05 0.000132138 8.3991e-05 0.000132369 0.000129315 0.000116999 0.000111986 0.000112107 0.000145271 8.2997e-05
threshold=1.0000000180025095e-35 -1.0000000180025095e-35 0.19022000000000003 0.11008000000000001 0.084660000000000027 -0.094514999999999988 0.11296500000000002 0.08844500000000001 0.091545000000000015 -0.016469999999999995 0.088930000000000023 0.090935000000000016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 7 8 -3 9 -7 11 -11
right_child=-2 2 -4 -5 -6 6 -8 -9 -10 10 -12 -13
leaf_value=0.0022483890990551304 -0.0020020305535438875 -0.00031818395320939557 -0.0024411825083100365 0.0032211089623208804 0.0024463092183520459 -0.0035311016542185544 -0.0040504442291998729 0.003970755515078743 0.0020603605504122191 -0.0035946163942551733 0.0017199538826942441 -5.4513522994918285e-05
leaf_weight=0.0011665631736447859 0.0011928475200522195 0.0012842885212014429 0.0011360011576560186 0.001161400157574548 0.0010247533385277239 0.0012895059262484337 0.0010711892211450191 0.0010281165820924809 0.0012439767606593193 0.0012153560812045733 0.0017732306428432064 0.0011639605625974186
leaf_count=175 173 97 331 157 287 766 66 95 187 275 376 136
internal_value=0 0.000141491 -4.20415e-05 0.000180337 -0.000137982 -0.000400977 -0.000994099 0.00158872 -0.000504433 -0.00109071 -0.000332884 -0.0018628
internal_weight=0 0.0145583 0.0133918 0.0122558 0.0110944 0.0100696 0.00775722 0.00231241 0.00668603 0.00544205 0.00415255 0.00237932
internal_count=3121 2948 2773 2442 2285 1998 1806 192 1740 1553 787 411
is_linear=0
shrinkage=0.00947501


Tree=2459
num_leaves=15
num_cat=0
split_feature=147 11 403 52 52 403 13 15 12 15 1 2 1 133
split_gain=0.000283207 0.000222458 0.000189508 0.000181713 0.000145179 0.00015981 0.000252947 0.000164555 0.000147581 0.000359281 0.000274854 0.00028552 0.00014525 2.75601e-05
threshold=0.089025000000000007 0.087830000000000005 0.10301500000000001 0.19022000000000003 0.10347000000000002 0.03138500000000001 -0.084034999999999985 0.035560000000000008 0.051320000000000005 -0.026084999999999994 0.11181500000000001 0.090675000000000019 0.091785000000000019 0.082925000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 12 8 9 10 11 -8 13 -1
right_child=-2 -3 -4 -5 -6 -7 7 -9 -10 -11 -12 -13 -14 -15
leaf_value=-0.00015425786623678167 0.0008188974965270627 -0.00077218468476054729 -0.00067699992932787091 -0.00052490643272511323 0.00052750523427868429 0.00059487766874862695 -0.00035324869232669442 -0.00064057253209736655 -0.00045501049041936765 0.00076814142905837354 -0.00079918480308931064 0.00065003914234315445 0.00067323963632342089 0.00022234808922832444
leaf_weight=0.0010088568236057902 0.001002382429119617 0.0010661780069516338 0.001057508876620125 0.0014269255918707069 0.0016401029498326327 0.001155306650526094 0.0016464107254692273 0.0016046279557600041 0.0019498845555736208 0.0013901327732819008 0.0012736611227351794 0.0013241784707661575 0.0016890992805615283 0.0010022156950121571
leaf_count=198 124 118 200 338 201 128 80 559 479 90 115 95 168 228
internal_value=0 -5.80919e-05 -1.61879e-05 2.46512e-05 7.46483e-05 2.17636e-05 -2.96073e-05 -0.000172599 -7.35885e-05 5.84098e-05 -0.000174051 9.39798e-05 0.000325494 3.34233e-05
internal_weight=0 0.0192351 0.0181689 0.0171114 0.0156845 0.0140444 0.0128891 0.0091889 0.00758427 0.00563438 0.00424425 0.00297059 0.00370017 0.00201107
internal_count=3121 2997 2879 2679 2341 2140 2012 1418 859 380 290 175 594 426
is_linear=0
shrinkage=0.00160853


Tree=2460
num_leaves=12
num_cat=0
split_feature=1 52 3 0 4 12 15 13 3 1 2
split_gain=5.00596e-05 0.000116047 0.000159729 0.00014036 0.000159163 7.5241e-05 0.00015138 6.92035e-05 6.78852e-05 6.88617e-05 1.73847e-05
threshold=0.10752500000000002 0.11434500000000002 0.090900000000000009 -0.084269999999999984 0.053180000000000012 0.085885000000000017 0.088235000000000022 -0.073839999999999975 0.11296500000000002 0.12873500000000002 0.10005000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 -5 -7 -2 9 -9 -4
right_child=7 -3 10 5 -6 6 -8 8 -10 -11 -12
leaf_value=-0.0045345452010847852 0.0027476566525567324 -0.0031173788220805838 0.0015204422165511823 0.002658064015815002 0.00012890199720405013 -0.0032070735321803735 0.0020339648864949799 -0.00049502573595808057 -0.0016853694488624818 0.0032422036959487317 0.0033978116763658081
leaf_weight=0.001717246972448308 0.0014661835467798352 0.0015103103854162683 0.0010386869857743619 0.0012968093608433928 0.0015009728364025685 0.0011528687970014453 0.001264737398207167 0.001169419707069358 0.001464266841379569 0.0010017622248768457 0.0011238515804521398
leaf_count=783 268 390 65 195 179 493 362 165 64 93 64
internal_value=0 -0.000432009 1.39132e-05 -0.000760368 -0.00235952 0.000625159 -0.000465296 0.0008291 5.53422e-05 0.0012293 0.00249609
internal_weight=0 0.0106055 0.00909517 0.00693264 0.00321822 0.00371442 0.00241761 0.00510163 0.00363545 0.00217118 0.00216254
internal_count=3121 2531 2141 2012 962 1050 855 590 322 258 129
is_linear=0
shrinkage=0.0104612


Tree=2461
num_leaves=17
num_cat=0
split_feature=1213 147 11 52 52 13 3 3 48 150 0 15 1 2 47 43
split_gain=0.000449669 0.000242252 0.00030963 0.000196673 0.000177586 0.000223927 0.000232211 0.000163151 0.000215064 0.000304809 0.000168645 0.000179687 0.000398135 0.00012591 0.000101725 9.7954e-05
threshold=-1.0000000180025095e-35 0.089025000000000007 0.087830000000000005 0.19022000000000003 0.10347000000000002 -0.084034999999999985 0.16158000000000003 0.12178000000000001 0.095425000000000024 0.086615000000000011 -0.12333499999999999 0.088235000000000022 0.092390000000000014 0.096015000000000017 0.096300000000000011 -0.052894999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 6 13 8 9 10 -7 12 -12 -2 -14 -6
right_child=1 -3 -4 -5 15 7 -8 -9 -10 -11 11 -13 14 -15 -16 -17
leaf_value=-0.0010285231509189661 0.00036290791555592956 0.00077819267803560914 -0.00081873771598952509 -0.0005176209312270693 0.00088870394576078232 0.00044855226036140579 -0.00016107796980718172 -0.00070699614286306837 0.00067280695595482427 -0.00081684605492529801 -0.00091089153012356141 0.00033522677195114037 0.00043279753704735939 0.0010857259471588132 -0.00020333426013130349 0.00018160955636768936
leaf_weight=0.0010858192177390568 0.0016545837071863445 0.0010713023790405304 0.0011458540867934621 0.0014917636190825969 0.001022931155580338 0.0017987742504293452 0.0014727817640583785 0.001001531683144207 0.0010229324153286376 0.0013287951941954868 0.0016378654502896897 0.0016566248393910452 0.0012474328526991731 0.0010006118456375029 0.0013590049810461302 0.0010048365005170803
leaf_count=491 366 122 118 333 58 106 101 36 114 115 525 236 156 71 62 111
internal_value=0 3.31351e-05 -7.08298e-06 4.26504e-05 9.12184e-05 3.14987e-05 0.000351169 -8.78895e-05 -2.62012e-05 -0.000105399 1.73806e-05 -0.000114053 -0.000289415 0.000635302 0.000101116 0.000538312
internal_weight=0 0.0209176 0.0198463 0.0187005 0.0172087 0.0151809 0.00412798 0.011053 0.0100514 0.0090285 0.0076997 0.00590093 0.0042443 0.0026552 0.00260644 0.00202777
internal_count=3121 2630 2508 2390 2057 1888 538 1350 1314 1200 1085 979 743 437 218 169
is_linear=0
shrinkage=0.00160853


Tree=2462
num_leaves=15
num_cat=0
split_feature=403 147 11 403 52 52 13 3 2 15 13 15 1 2
split_gain=0.000234969 0.00018022 0.000223912 0.000185291 0.000236602 0.000177177 0.000158365 0.000144559 0.00011377 0.000113188 0.000143215 0.000270671 0.000329403 0.000242132
threshold=0.10301500000000001 0.088520000000000015 0.087830000000000005 0.08332500000000001 0.19022000000000003 0.10347000000000002 -0.084034999999999985 0.16158000000000003 0.093175000000000022 0.035560000000000008 -0.039649999999999998 -0.016799999999999995 0.11181500000000001 0.090675000000000019
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 7 8 -1 10 -8 12 13 -12
right_child=-2 -3 -4 -5 -6 -7 9 -9 -10 -11 11 -13 -14 -15
leaf_value=0.00020830351179264875 -0.0007587527256075143 0.00070584759404582252 -0.00075422183516285436 0.00069853824506657387 -0.00067695499461715655 0.00056925492918026848 -0.00057259985350850652 -0.00016643063156658068 0.00093319131145889903 -0.00049848705268828043 -0.00024481933150019629 0.00065762066476515594 -0.00077953892662623535 0.00063526505015251971
leaf_weight=0.0013754350067715889 0.001079922444503118 0.0010002670983576606 0.001025325928183606 0.0010629327702230051 0.0013099432729889926 0.0015828444773898298 0.0011451942923236744 0.0012887236993224943 0.0010114058785845141 0.0017752640685465048 0.0018818605916750709 0.0015371961303652171 0.0014749299907848637 0.0015221854856483086
leaf_count=428 202 128 118 102 330 188 336 94 91 578 133 114 99 180
internal_value=0 2.80127e-05 -9.66901e-06 3.53223e-05 -9.0005e-06 5.09502e-05 -1.20981e-05 0.000276382 0.000515469 -0.000125664 -3.81328e-05 5.72619e-05 -0.00013189 0.000148728
internal_weight=0 0.0189935 0.0179932 0.0169679 0.015905 0.014595 0.0130122 0.00367556 0.00238684 0.00933663 0.00756137 0.00641617 0.00487898 0.00340405
internal_count=3121 2919 2791 2673 2571 2241 2053 613 519 1440 862 526 412 313
is_linear=0
shrinkage=0.0016407


Tree=2463
num_leaves=14
num_cat=0
split_feature=52 1 43 16 13 52 0 0 52 0 2 4 2
split_gain=5.09501e-05 0.000116529 9.8609e-05 0.000113402 0.000118672 9.17723e-05 0.000119987 0.000116743 0.000107986 0.000132521 0.000146782 0.000116998 4.41414e-05
threshold=-0.40306999999999998 0.13436000000000001 0.16180500000000003 0.23311500000000004 0.14871000000000004 0.15915500000000002 -0.077999999999999986 -0.033209999999999996 0.0031350000000000002 -0.10151999999999999 0.11389000000000002 0.0052350000000000009 0.090790000000000023
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 6 8 -8 9 10 11 -2 -13
right_child=1 -3 -4 -5 -6 -7 7 -9 -10 -11 -12 12 -14
leaf_value=-0.0021947403665560678 -0.0013825254818641492 0.0032998745265699976 -0.0030790256190616288 0.0032291492730645343 -0.0031335977923259029 -0.0026264428390295061 0.0049357490118556308 0.00040631378727851039 0.0025842649632931694 -0.0039558689261910678 -0.0031052891336408282 0.0037047155311166523 0.00085625859329134762
leaf_weight=0.0010211045528952913 0.0012986811404032449 0.0010847276471350397 0.0010537001846694103 0.0010859102314003397 0.0012211730678841704 0.0010563078971954501 0.00106232446840826 0.0012549245097533785 0.0011990447314993141 0.0010534401174827537 0.0011631871337558497 0.0012165550915218537 0.0010039279792288802
leaf_count=324 125 195 191 122 143 311 314 143 492 573 83 48 57
internal_value=0 0.000127724 -0.000124005 0.000122812 -0.000169758 0.00018135 0.000501915 0.0024828 -0.00015999 -0.000733665 -8.73058e-06 0.00101477 0.00241687
internal_weight=0 0.0147539 0.0136692 0.0126155 0.0115296 0.0103084 0.00925209 0.00231725 0.00693484 0.00573579 0.00468235 0.00351916 0.00222048
internal_count=3121 2797 2602 2411 2289 2146 1835 457 1378 886 313 230 105
is_linear=0
shrinkage=0.010055


Tree=2464
num_leaves=16
num_cat=0
split_feature=147 11 52 403 2 3 1 52 15 43 3 13 160 0 0
split_gain=0.000299232 0.000209459 0.000195157 0.000196248 0.000174962 0.000201671 0.000242843 0.000249576 0.000249936 0.000197858 0.000233648 0.000188206 0.00016616 0.000192416 0.000200459
threshold=0.089025000000000007 0.087830000000000005 0.19022000000000003 0.10301500000000001 0.088225000000000012 0.088060000000000013 0.083345000000000016 0.096795000000000006 0.035560000000000008 -0.074359999999999996 -1.0000000180025095e-35 -0.0034749999999999994 0.088405000000000011 -0.15202999999999997 -0.033209999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 9 6 7 8 -6 11 -11 -1 13 -7 -15
right_child=-2 -3 -4 -5 5 12 -8 -9 -10 10 -12 -13 -14 14 -16
leaf_value=0.00061100093586597868 0.0008721698277192716 -0.00080599849492089077 -0.00062455902062735476 -0.00069022304554530864 -0.00067977945937027493 -0.00071070797203472104 0.00097581660187290396 0.00090051811416600662 0.00039826460096727188 -0.0010652752705482256 -9.102770772138976e-05 -0.00025910664124815391 0.00051369333892323156 0.00056507368439586965 -0.00044371131240580864
leaf_weight=0.0013946500326996228 0.0010424397455128824 0.0010555918764343355 0.0014548337340275835 0.001044894222674622 0.0011641557860693676 0.0014206905476812359 0.0016867594548990918 0.0010219286602586308 0.0013571446413296329 0.0011628224217403774 0.001871930271975054 0.0015070800938337963 0.0012001246419763856 0.0012139596185806178 0.0010887184449541731
leaf_count=395 124 118 341 197 410 53 231 115 152 594 103 121 40 82 45
internal_value=0 -6.63296e-05 -2.43285e-05 2.66341e-05 7.31873e-05 0.000209294 0.00044271 0.000188923 -9.94989e-05 -0.000159604 -0.000464329 0.000159091 -3.86514e-05 -0.000216684 8.81148e-05
internal_weight=0 0.0196453 0.0185897 0.0171349 0.01609 0.0101535 0.00522999 0.00354323 0.0025213 0.00593648 0.00303475 0.00290173 0.00492349 0.00372337 0.00230268
internal_count=3121 2997 2879 2538 2341 1128 908 677 562 1213 697 516 220 180 127
is_linear=0
shrinkage=0.00170698


Tree=2465
num_leaves=18
num_cat=0
split_feature=1213 147 11 124 159 51 160 457 47 42 150 133 0 133 3 3 3
split_gain=0.000492079 0.000233463 0.000248382 0.000165857 0.000218337 0.000191583 0.000229255 0.000255109 0.000242054 0.000365654 0.000253931 0.000272664 0.000201134 0.00018791 0.000163329 0.0001159 0.000218407
threshold=-1.0000000180025095e-35 0.089025000000000007 0.087830000000000005 0.0049200000000000008 -0.032739999999999991 -0.076794999999999988 -0.027994999999999996 -0.0029299999999999994 0.09550500000000002 0.083995000000000014 0.081835000000000019 0.086990000000000012 -0.11437499999999999 0.08622500000000001 0.076840000000000006 -0.059315 0.090900000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 14 -7 -8 9 10 11 15 -10 -11 -6 -9 -17
right_child=1 -3 -4 -5 5 6 7 8 12 13 -12 -13 -14 -15 -16 16 -18
leaf_value=-0.0011473619968110872 -0.00070687714963008704 0.00079513786711524258 -0.00077474081644745587 0.00070064762345576498 7.8925136580052221e-05 0.00075953434367965328 -0.00072604549245378958 -0.001081514130715007 0.00012412459015531495 0.0007948767658414608 0.00036020236891929242 0.00021043858757436868 0.0011825148275156011 -5.2228487549702415e-05 -0.00081872560249961722 8.1504229294039333e-05 -0.00096215956092353817
leaf_weight=0.0010351291461829148 0.0011391146842405315 0.0010728365304817277 0.0011121390087398533 0.0010050580797022332 0.0010653911802908983 0.0014262531521634552 0.001080111480639777 0.0011915916455065836 0.0010079095524937465 0.0019850543695404052 0.0016223196550698843 0.0014276270415090886 0.0010035528607694267 0.0011630969164285014 0.0012151807452258634 0.0011328823128531696 0.0011135581898511215
leaf_count=491 391 122 118 67 309 272 115 305 39 175 94 130 78 212 81 66 56
internal_value=0 3.48978e-05 -6.52313e-06 3.94631e-05 1.64917e-06 5.07587e-05 0.000123288 5.19906e-05 0.00012414 1.39173e-05 -0.000213166 -0.00040434 0.000652174 0.00048191 -0.000399379 -0.000659624 -0.000435839
internal_weight=0 0.0207637 0.0196908 0.0185787 0.0175736 0.0164345 0.014154 0.0127277 0.0116476 0.00963613 0.00648798 0.00486566 0.00201146 0.00314815 0.00228057 0.00343803 0.00224644
internal_count=3121 2630 2508 2390 2323 1932 1542 1270 1155 1038 651 557 117 387 390 427 122
is_linear=0
shrinkage=0.00167351


Tree=2466
num_leaves=13
num_cat=0
split_feature=403 50 3 47 51 1 151 4 52 15 4 12
split_gain=6.37852e-05 7.24973e-05 0.000144424 0.000106038 0.000122088 0.000113889 0.000137333 0.000181404 0.000114014 9.46409e-05 0.000137874 9.07744e-05
threshold=0.095105000000000009 0.088425000000000017 -0.15447499999999995 0.077555000000000013 -0.076794999999999988 0.10937500000000001 -0.024429999999999997 -0.0024449999999999997 0.091820000000000013 -0.055554999999999993 0.24564500000000003 0.089735000000000023
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 -4 6 -6 8 11 10 -5 -8
right_child=-2 -3 3 9 5 -7 7 -9 -10 -11 -12 -13
leaf_value=0.003924443266069712 -0.0025299322058918872 -0.0021681377898032598 -0.0021320079701905694 -0.0048275547309918473 0.0034759497887740637 0.0035397303631494359 0.00030616523190711358 -0.0032061037632297056 -0.0016263502020196481 0.0011456963492632165 0.00014480258167090434 0.0045826996582963167
leaf_weight=0.0011028821558785309 0.0010008559789013707 0.0012999306000388957 0.0014182065647640445 0.0013177027466944879 0.0012739471535131606 0.0016397635519686945 0.0010260667855000807 0.0015407457297384811 0.0010766601987416552 0.0010010420495024383 0.0010571472819284975 0.0010629183011691412
leaf_count=179 239 517 350 201 174 268 396 248 284 59 54 152
internal_value=0 0.000145217 0.000367692 5.17085e-05 0.000631007 0.00114524 0.000488692 -0.000319913 0.00108482 -0.00149925 -0.00261415 0.00248215
internal_weight=0 0.014817 0.0135171 0.0124142 0.00903831 0.0076201 0.00598034 0.00470639 0.00316565 0.00337589 0.00237485 0.00208899
internal_count=3121 2882 2365 2186 1872 1522 1254 1080 832 314 255 548
is_linear=0
shrinkage=0.0102561


Tree=2467
num_leaves=19
num_cat=0
split_feature=1213 147 11 133 160 457 47 474 42 42 4 51 3 403 43 133 0 15
split_gain=0.000458802 0.000210141 0.000209388 0.000159321 0.000288621 0.000288331 0.000286889 0.000276091 0.000260554 0.00025754 0.000242487 0.000217219 0.000186277 0.000162154 0.000153678 0.000114422 0.000286409 1.28352e-05
threshold=-1.0000000180025095e-35 0.089025000000000007 0.087830000000000005 -0.085499999999999979 -1.0000000180025095e-35 -0.0029299999999999994 0.09550500000000002 0.084660000000000027 0.088200000000000014 0.092145000000000019 0.033845000000000007 0.012085000000000002 -0.08824499999999999 0.08332500000000001 -1.0000000180025095e-35 0.083950000000000011 -0.11242999999999999 -0.084564999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 13 7 -6 8 11 10 -10 12 -5 -7 -2 -8 16 -14 -12
right_child=1 -3 -4 4 5 6 14 -9 9 -11 17 -13 15 -15 -16 -17 -18 -19
leaf_value=-0.001181541695948537 1.9224159289417855e-05 0.00083190447984031316 -0.00075429376130116518 -0.0012761684888109232 -0.00078612791730451616 -0.00057149506700618911 0.00030914649373687061 0.00029430371974780377 0.0012355398689527898 -2.4739566670979272e-06 -0.00049149616150883312 -0.00018257879574372566 0.00056910106221946723 0.0010235722970209306 0.0011873279952453039 0.00073469381132418505 -0.00063081076170442001 -0.00077280560318992064
leaf_weight=0.0010022364214717352 0.0010131437315237897 0.0010277811870928978 0.0010738438568442801 0.0013327433747745308 0.0010226905258452221 0.001028105650988207 0.0013194721603313024 0.0010386621675742835 0.0010210534963493996 0.0011019105830800398 0.0010308655108962478 0.0010047230148287831 0.0015104192029133925 0.0010148997327782162 0.0012001581969558481 0.0011980154017653295 0.0010731872933124231 0.0010154760166036225
leaf_count=491 234 122 118 456 120 158 77 187 84 262 84 136 63 105 59 127 174 64
internal_value=0 4.97474e-05 7.43619e-06 5.30683e-05 -6.73211e-06 0.000117522 0.000197893 -0.000467566 4.92942e-05 0.000592957 -0.00011905 -0.000806106 9.8804e-05 0.000521833 0.000727445 0.000281038 7.06776e-05 -0.000631093
internal_weight=0 0.0200272 0.0189994 0.0179255 0.0158975 0.0125214 0.0114987 0.00337613 0.00897903 0.00212296 0.00685607 0.00233747 0.00480973 0.00202804 0.00251963 0.00378162 0.00258361 0.00204634
internal_count=3121 2630 2508 2390 2051 1272 1152 779 1016 346 670 592 522 339 136 364 237 148
is_linear=0
shrinkage=0.00177594


Tree=2468
num_leaves=13
num_cat=0
split_feature=42 43 131 16 14 2 13 48 4 47 4 16
split_gain=5.55435e-05 8.08429e-05 0.000117433 0.000104966 0.000123252 0.000133884 0.000155611 0.000150987 0.000124629 0.000131282 3.89475e-05 3.4888e-05
threshold=-0.11051499999999999 -0.17390999999999998 0.08844500000000001 0.22339500000000004 -0.10708499999999999 0.099185000000000009 -0.08971999999999998 0.085700000000000012 -0.046564999999999988 1.0000000180025095e-35 0.065520000000000009 -0.083539999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 -3 7 -7 8 11 -10 -8 -6
right_child=1 2 -4 -5 5 6 10 -9 9 -11 -12 -13
leaf_value=-0.0019008289926244815 0.0020317152326747539 -0.002453629496720035 -0.0027555177909524987 -0.002050712431583944 0.00021891061445061474 0.0049210614353539144 0.001866932068041874 -0.0026397214499312796 0.0034250750237914203 -0.00051004532553823654 -0.00041028780709098477 -0.0020776088422824949
leaf_weight=0.0011166259901188155 0.0015255974933951469 0.0010032347120215177 0.0011607081379004175 0.0014459701111713746 0.001010992786696059 0.0010719785717661703 0.0013519835128871062 0.001309666298418416 0.0017062392588194941 0.0010489618941509071 0.0010019672789201902 0.0010164896014300826
leaf_count=181 138 98 431 305 277 132 200 223 464 64 137 471
internal_value=0 0.000124466 -9.71706e-05 0.000160659 0.000464567 0.000772147 0.00215656 -6.35643e-06 0.000714751 0.00192689 0.000897626 -0.000932462
internal_weight=0 0.0146538 0.0131282 0.0119675 0.0105215 0.00951828 0.00342593 0.00609235 0.00478268 0.0027552 0.00235395 0.00202748
internal_count=3121 2940 2802 2371 2066 1968 469 1499 1276 528 337 748
is_linear=0
shrinkage=0.00875344


Tree=2469
num_leaves=18
num_cat=0
split_feature=1213 147 11 1374 457 484 49 42 3 160 4 13 13 12 4 0 3
split_gain=0.000524624 0.000263433 0.000245509 0.000222983 0.00020217 0.000207317 0.000165612 0.000263507 0.000256796 0.000177299 0.000173753 0.000250465 0.000191173 0.00016426 0.000326593 0.000142256 9.8251e-05
threshold=-1.0000000180025095e-35 0.089025000000000007 0.087830000000000005 -0.08070999999999999 0.088350000000000026 -0.0068949999999999992 -0.006494999999999999 0.10194000000000002 0.086245000000000016 -0.098904999999999979 -0.49405499999999997 -0.082014999999999991 -0.28558999999999996 0.051320000000000005 -0.00027999999999999998 -0.10224499999999999 -0.088084999999999983
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 -5 8 9 -7 -8 -11 12 -12 14 -13 -16 -15
right_child=1 -3 -4 4 -6 6 7 -9 -10 10 11 13 -14 16 15 -17 -18
leaf_value=-0.0010364732977779895 -0.00062309703189930338 0.00075668021909807695 -0.00066878549928075094 -0.00059953313632533142 0.00068501183827553559 0.00011939266064530411 -0.00031333426737411755 -0.00052132137266911144 -0.00075269799571451494 -0.0002579296227885872 0.00025437726815230588 0.0011002933255321681 0.0010106358696076758 0.0001444311183631365 -0.00019635334373442059 0.00047832987317017467 -0.00045229007095361348
leaf_weight=0.0010538359295220864 0.0010596021424380533 0.0010686070093677341 0.0011448624550404176 0.0010574280956189971 0.0011365910065332932 0.0018731933163603489 0.0012265162523762462 0.0011598898847611514 0.0012386830630548573 0.0011623621896155118 0.0012511777557486642 0.0010085507424199558 0.0018001610405836031 0.0013949897405969901 0.0015046816100569849 0.0012748212708860044 0.001081889169866841
leaf_count=491 54 122 118 450 61 240 263 218 57 62 72 78 186 178 52 74 345
internal_value=0 3.74731e-05 -2.46395e-07 3.95541e-05 7.81953e-05 3.77064e-05 7.98819e-05 0.000154292 -0.000227743 0.00022124 0.000283812 0.000351403 0.000700538 0.000181357 0.000375929 0.000113091 -0.000116214
internal_weight=0 0.021444 0.0203754 0.0192305 0.0181709 0.0170343 0.0159769 0.012865 0.00311188 0.0117051 0.0104786 0.00931627 0.00305134 0.00626493 0.00378805 0.0027795 0.00247688
internal_count=3121 2630 2508 2390 2336 2275 1825 1528 297 1310 1047 985 258 727 204 126 523
is_linear=0
shrinkage=0.00148603


Tree=2470
num_leaves=12
num_cat=0
split_feature=41 484 160 133 52 133 13 49 4 16 52
split_gain=5.8647e-05 5.87823e-05 9.1623e-05 0.000200569 0.00010776 0.00030174 0.000114786 0.000118228 0.000285509 0.000146884 6.77209e-05
threshold=1.0000000180025095e-35 0.085515000000000022 -1.0000000180025095e-35 -1.0000000180025095e-35 0.077655000000000016 0.09112000000000002 -0.08971999999999998 -0.081404999999999991 0.0061450000000000003 -0.094359999999999986 -0.080114999999999978
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 6 -6 -5 -8 -9 -10 -11
right_child=-2 -3 3 4 5 -7 7 8 9 10 -12
leaf_value=-0.0021693579942471263 -0.0022103811502866733 0.0020478320699373847 -0.0031951967137548538 0.0032685407003644673 0.0050748500450412716 -0.001720526365972467 0.0023808352227703351 -0.005477854377548364 -0.0025877889484105421 0.0001952250035470711 0.0038649453195610285
leaf_weight=0.0018669740952583823 0.0011895027349644307 0.0015474618141008917 0.0015061948548197633 0.0010293923386968714 0.001798495583083759 0.0011124956919865148 0.0012184037950965258 0.0012105865281308442 0.0011572679104163543 0.0011027795537368341 0.0010165419428858624
leaf_count=621 173 329 663 125 139 172 105 521 158 82 33
internal_value=0 0.000158078 -6.65398e-05 0.000285491 0.000828993 0.00247786 0.000116321 -0.000452398 -0.00122171 0.000350793 0.00195542
internal_weight=0 0.0145666 0.0130191 0.0111522 0.00964596 0.00291099 0.00673497 0.00570558 0.00448718 0.00327659 0.00211932
internal_count=3121 2948 2619 1998 1335 311 1024 899 794 273 115
is_linear=0
shrinkage=0.0102561


Tree=2471
num_leaves=11
num_cat=0
split_feature=48 4 42 43 16 4 1 16 16 12
split_gain=5.88764e-05 0.000110268 0.000115052 0.000119073 0.000149428 0.000108794 0.000136725 6.74221e-05 0.0001164 5.95604e-05
threshold=0.12879500000000002 0.27834500000000006 0.092145000000000019 0.15359500000000004 0.26435500000000006 0.055260000000000011 0.10089500000000001 0.0065250000000000004 -0.056919999999999991 0.084100000000000022
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 7 8 9 -1
right_child=-2 -3 -4 -5 -6 -7 -8 -9 -10 -11
leaf_value=0.0019683398825280584 -0.0026167061879095745 0.0027030876413993488 -0.0027302746851375981 0.0034371391388381537 -0.0039976130332121402 -0.0021792233277178538 0.0044414753853510673 0.0024381985130640712 -0.0032462167209234864 -0.0012381144367414024
leaf_weight=0.0018780105926336399 0.0010068605252889764 0.0018354702780213556 0.0018962120587163395 0.0012634195248424707 0.0011209480165534505 0.0017186576295039613 0.0011470142719288562 0.0013127402621353167 0.0012774283965381454 0.0011518404617693644
leaf_count=142 90 322 518 160 250 178 167 191 495 608
internal_value=0 0.000158827 -0.000206974 0.0002332 -0.000188167 0.000315055 0.00094854 0.000235651 -0.000435625 0.000749361
internal_weight=0 0.0146017 0.0127663 0.0108701 0.00960664 0.00848569 0.00676703 0.00562002 0.00430728 0.00302985
internal_count=3121 3031 2709 2191 2031 1781 1603 1436 1245 750
is_linear=0
shrinkage=0.0111015


Tree=2472
num_leaves=13
num_cat=0
split_feature=41 1 3 4 42 133 2 2 2 0 1 15
split_gain=5.23038e-05 6.25495e-05 9.34939e-05 8.32212e-05 8.04294e-05 0.000119102 0.000113384 0.000165912 9.54913e-05 6.78372e-05 5.98114e-05 3.88031e-05
threshold=0.078065000000000009 0.104035 0.11296500000000002 0.071150000000000005 0.092395000000000019 0.061605000000000007 0.093175000000000022 0.089885000000000007 0.083215000000000011 -0.047369999999999995 0.11588000000000001 0.024640000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 9 -4 5 6 7 8 -1 10 -3 -7
right_child=-2 2 3 -5 -6 11 -8 -9 -10 -11 -12 -13
leaf_value=0.00037329692137647209 -0.0026492278268432138 -0.00076680759037153355 0.0018893351912700868 -0.0026748681164161345 -0.0035103242122166661 0.00089767585245920383 -0.0033631246832381769 0.0042707349341124072 -0.004214157498922004 0.0051336954947800049 0.0033604160279447977 0.0040661126784423867
leaf_weight=0.0018063803680389502 0.0010204590389719667 0.0010033825410742658 0.0010510389391782393 0.0012786149190301965 0.001085428977757894 0.0012474925173066058 0.0018805429956172959 0.0010658528274822832 0.0010281469094428814 0.0010073192961035848 0.0010249546626505037 0.0010100258312304433
leaf_count=327 154 132 83 125 418 463 331 102 495 161 142 188
internal_value=0 0.000165455 0.00119504 -0.000615697 -0.000439996 -2.54104e-05 -0.000939466 0.000229085 -0.00129068 0.00258466 0.00131875 0.00231525
internal_weight=0 0.0144892 0.00536531 0.00232965 0.00912387 0.00803844 0.00578092 0.00390038 0.00283453 0.00303566 0.00202834 0.00225752
internal_count=3121 2967 643 208 2324 1906 1255 924 822 435 274 651
is_linear=0
shrinkage=0.0120166


Tree=2473
num_leaves=17
num_cat=0
split_feature=147 124 12 159 12 12 2 3 2 15 0 3 13 3 4 4
split_gain=0.000255812 0.000238503 0.000284415 0.000237086 0.000192517 0.000259422 0.000174758 0.000197867 0.000280391 0.000273432 0.000270027 0.000147819 0.000186814 0.000144313 0.000201987 0.00014143
threshold=0.089025000000000007 0.0049200000000000008 0.11650500000000001 -0.032739999999999991 0.097825000000000009 0.092355000000000007 0.088225000000000012 0.088060000000000013 0.10855000000000002 -0.031204999999999997 -0.20211999999999997 -0.083154999999999993 -0.014169999999999999 -0.078934999999999991 -0.0016099999999999997 0.08184000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 6 13 8 11 10 -9 -8 -13 -5 -15 -6
right_child=-2 -3 -4 4 15 -7 7 9 -10 -11 -12 12 -14 14 -16 -17
leaf_value=-0.00073204053244646918 0.00076948932396495538 0.00069810248342271866 -0.00093432424674349103 -0.0006788029865636133 7.7203569275378098e-05 -0.00081795180064151525 -0.00025722051631637866 -0.0002863605394698974 0.0010699933945125639 -0.00086261216790449989 0.00075383223239768819 -4.5227359752264307e-05 0.00089016938756774624 0.00045909514960781889 -0.00038737334098756869 0.00088088334345622001
leaf_weight=0.0012388063802699694 0.0010131334905013221 0.001020274212328645 0.0010018253806021926 0.0014655332082163168 0.0012938541961883083 0.0011128510151909446 0.0014884234409899277 0.0016707848032102568 0.0010689531075454353 0.0010147320881790378 0.0010524470919399675 0.0011653306964756333 0.0010503365912383211 0.0011754182896681065 0.0019221379784463955 0.0010078474405976756
leaf_count=384 124 71 132 770 237 328 195 51 133 57 86 171 63 125 131 63
internal_value=0 -5.92506e-05 -0.000100507 -5.33861e-05 -2.39819e-06 -7.24066e-05 -8.94675e-06 0.000127223 0.000344265 -0.000149921 0.000115643 0.000134829 0.000398197 -0.000262928 -6.61671e-05 0.000429111
internal_weight=0 0.0197496 0.0187293 0.0177275 0.0164886 0.0141869 0.0130741 0.00851101 0.00477304 0.00373796 0.00272323 0.00370409 0.00221567 0.00456309 0.00309756 0.0023017
internal_count=3121 2997 2926 2794 2410 2110 1782 756 562 194 137 429 234 1026 256 300
is_linear=0
shrinkage=0.00160853


Tree=2474
num_leaves=12
num_cat=0
split_feature=11 4 151 160 151 43 43 16 2 4 42
split_gain=5.06024e-05 6.08221e-05 8.35415e-05 0.000106423 8.89521e-05 7.99987e-05 0.000256861 0.000117673 0.000117855 0.000137842 4.1281e-05
threshold=0.081790000000000015 0.27287000000000006 -0.086944999999999981 -0.091944999999999985 -0.0083949999999999979 -0.074359999999999996 -0.092909999999999979 0.22339500000000004 0.088225000000000012 0.033845000000000007 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 -5 6 10 8 -7 -10 -6
right_child=-2 -3 3 4 5 7 -8 -9 9 -11 -12
leaf_value=0.002889232637417668 -0.0022514014759927371 0.0023869965109919599 -0.0036804609507320608 -0.0029618549375715251 -0.0021045298219387709 -0.0017991924664004881 0.0057504224108170347 -0.0035062350423847206 0.0035573187251334727 -0.0012840586783298049 0.0009177914901340508
leaf_weight=0.0010760158570573579 0.0011571385812419463 0.0013694965804356375 0.0010702495929479161 0.0011276174595540459 0.0010926103150272117 0.0019490616809069898 0.0012333653299773277 0.0012230690222641977 0.0018824258697533736 0.0011785489136132629 0.0011361118278169144
leaf_count=215 175 304 374 216 190 650 321 152 331 107 86
internal_value=0 0.000161983 -7.29719e-05 -0.000340975 -1.0739e-05 0.000332496 0.00168559 -0.000419059 0.000334594 0.00169327 -0.000563873
internal_weight=0 0.0143386 0.0129691 0.0118931 0.0108228 0.00969519 0.00346209 0.00623311 0.00501004 0.00306097 0.00222872
internal_count=3121 2946 2642 2427 2053 1837 597 1240 1088 438 276
is_linear=0
shrinkage=0.0111015


Tree=2475
num_leaves=12
num_cat=0
split_feature=48 4 42 43 16 16 1 52 48 3 4
split_gain=5.41027e-05 9.57215e-05 9.41737e-05 0.000104501 0.000118161 9.86543e-05 0.000145904 6.21681e-05 7.24334e-05 0.000104106 0.00015223
threshold=0.12737000000000001 0.27834500000000006 0.092145000000000019 0.15359500000000004 0.26435500000000006 -0.36241499999999999 0.10439500000000002 -0.087284999999999988 0.086260000000000017 -0.078934999999999991 -0.0024449999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 -1 7 -7 9 -9 -11
right_child=-2 -3 -4 -5 -6 6 -8 8 -10 10 -12
leaf_value=-0.0024655704790459932 -0.0021392916721531445 0.0021613547943203281 -0.0021311913379281114 0.0027485856653904086 -0.0030871961073114561 -0.0020683570193328702 0.0035598681353277944 -0.00063836522820764105 -0.0018020545496167455 0.0050736488079623464 1.1407242561615172e-05
leaf_weight=0.0010679613508105786 0.0010048128207091342 0.0018267020467515422 0.0018545218476755743 0.0012565460095701397 0.0010945119194765195 0.0010668253322257222 0.0012531752106105382 0.0018092726799587271 0.0010168632817086042 0.0010291921072990429 0.0011068355206664739
leaf_count=115 96 321 516 160 250 270 148 877 156 145 67
internal_value=0 0.000134814 -0.000160022 0.000181582 -0.00015994 0.000223756 0.000618158 6.69925e-06 0.00045282 0.00103399 0.00245052
internal_weight=0 0.0143824 0.0125557 0.0107012 0.00944464 0.00835013 0.00728216 0.00602899 0.00496216 0.0039453 0.00213603
internal_count=3121 3025 2704 2188 2028 1778 1663 1515 1245 1089 212
is_linear=0
shrinkage=0.00947501


Tree=2476
num_leaves=17
num_cat=0
split_feature=147 12 52 2 3 43 15 1 15 4 52 16 16 2 47 16
split_gain=0.000277992 0.000186714 0.000199119 0.000173739 0.000218982 0.000213777 0.000288879 0.000210375 0.000133607 0.000178614 0.00014487 0.000124248 0.000192264 9.68229e-05 0.000152178 9.59516e-05
threshold=0.089025000000000007 0.11650500000000001 0.19022000000000003 0.10005000000000001 -0.13309499999999996 1.0000000180025095e-35 -0.074054999999999996 0.11181500000000001 -0.016799999999999995 0.0061450000000000003 -0.088204999999999992 -0.083134999999999987 0.013515000000000001 0.089775000000000008 0.09550500000000002 0.042200000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 6 7 -5 10 11 -6 -10 -13 14 -12 -8
right_child=-2 -3 -4 5 8 -7 15 -9 9 -11 13 12 -14 -15 -16 -17
leaf_value=-0.00079921487828917774 0.00080742726965956453 -0.0006807600786971266 -0.00059761407142021447 0.0010831309963920798 -0.00070017532713173439 0.00092724634521595311 1.1918895504751287e-05 0.00011651251379421121 0.00037758759041147495 0.00069715189079950254 -0.00065196151162908724 -0.00075735343285946474 0.00016805117848131949 0.00029865564194482276 0.00020298548671446887 -0.00062348149329341681
leaf_weight=0.0010660354212222991 0.0010476012340465994 0.0012230100105199383 0.0014749656318447093 0.0010212924988600575 0.0012262493856492664 0.0010462692142321206 0.0014344575445695553 0.001490850435834877 0.0014202793959004192 0.0012832967027289754 0.0012100097298664353 0.0010640458940799711 0.0013988913204426023 0.0013576031250058899 0.0010439811981641789 0.0011547751490778579
leaf_count=120 124 137 331 130 214 116 94 146 347 34 252 571 118 121 93 173
internal_value=0 -5.9691e-05 -1.90569e-05 3.05046e-05 -9.23122e-05 0.000251667 0.000113109 0.000509484 -1.69867e-05 0.000166487 -0.000212926 -8.88274e-06 -0.000231745 -4.7489e-05 -0.000255976 -0.000271464
internal_weight=0 0.019916 0.018693 0.017218 0.0110704 0.00614764 0.00510138 0.00251214 0.0100044 0.00516651 0.00483784 0.00388322 0.00246294 0.00361159 0.00225399 0.00258923
internal_count=3121 2997 2860 2529 1870 659 543 276 1750 1070 680 1036 689 466 345 267
is_linear=0
shrinkage=0.0016407


Tree=2477
num_leaves=16
num_cat=0
split_feature=147 484 403 403 160 133 151 16 42 47 1 2 12 4 4
split_gain=0.00023349 0.00017254 0.000189112 0.000198235 0.000168228 0.000166799 0.000179374 0.000368155 0.000217218 0.000269435 0.000210134 0.000199612 0.000224044 0.000151539 0.000142308
threshold=0.089025000000000007 -0.0068949999999999992 0.10301500000000001 0.08332500000000001 -0.082299999999999984 -0.0061299999999999992 -0.0083949999999999979 -0.094359999999999986 0.086950000000000013 0.09550500000000002 0.11181500000000001 0.098035000000000011 0.084225000000000008 0.071150000000000005 -0.16363499999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 -6 7 -7 9 10 11 12 -8 -10 -13
right_child=-2 2 -4 -5 5 6 8 -9 13 -11 -12 14 -14 -15 -16
leaf_value=-0.00062003191731160802 0.00072676132516539898 -0.0004591654866564328 -0.00065269692511066367 0.00065859768241677556 -0.00052709307835783667 -0.00095565208006574026 8.4627514419162122e-05 0.00033597340167335044 0.00024456945403418469 0.0006124022996826054 -0.00071183123576179183 3.2868763195408386e-06 -0.00083353546022856234 0.0010437676337126521 0.00078320295949381121
leaf_weight=0.0012430575516445613 0.0010081278306121591 0.001890673026633048 0.0010786200403401702 0.0011562573022078767 0.0011709575967587997 0.0011061585169418464 0.0019004588950935434 0.0010891712702090781 0.001332586338078424 0.0017134745230311388 0.0011210130520680813 0.001189892929496561 0.0010133274192058762 0.0010588491724296441 0.0011385286043316956
leaf_count=492 124 455 190 93 473 50 92 171 296 66 101 89 222 93 114
internal_value=0 -5.18398e-05 -1.25137e-05 2.83902e-05 -1.79486e-05 4.23501e-05 9.5005e-05 -0.000314837 0.000180955 5.73453e-05 -9.21193e-05 4.04022e-05 -0.000234682 0.000598428 0.000384643
internal_weight=0 0.019203 0.01796 0.0168813 0.0157251 0.0138344 0.0126635 0.00219533 0.0104681 0.0080767 0.00636322 0.00524221 0.00291379 0.00239144 0.00232842
internal_count=3121 2997 2505 2315 2222 1767 1294 221 1073 684 618 517 314 389 203
is_linear=0
shrinkage=0.00157699


Tree=2478
num_leaves=16
num_cat=0
split_feature=147 11 403 403 52 123 3 2 160 1 51 12 15 4 15
split_gain=0.000218481 0.000197972 0.00019385 0.000180682 0.000198995 0.000179387 0.000176371 0.000236581 0.000157911 0.000206727 0.000204786 0.000115964 0.000158106 0.00013742 0.000163978
threshold=0.088610000000000008 0.087830000000000005 0.10301500000000001 0.08332500000000001 0.19022000000000003 1.0000000180025095e-35 -0.10519499999999998 0.10060500000000001 0.088405000000000011 0.13146500000000003 -0.071649999999999978 0.086915000000000006 0.088345000000000021 -1.0000000180025095e-35 -0.10203999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 7 -1 9 10 -8 13 -13 -12 -15
right_child=-2 -3 -4 -5 -6 -7 8 -9 -10 -11 11 12 -14 14 -16
leaf_value=-2.1931167303893928e-05 0.00079344888316108407 -0.00081518135339577868 -0.00074967913856788888 0.00074863683475481844 -0.00069556303746382887 0.00076662262871117417 -0.001050681117149831 0.0010782016263646435 0.00037847935138387553 0.00047435842329150035 0.00043977291750975925 -0.00081778589920236666 5.5424792268032344e-05 0.00013586602463472176 -0.00076649353793206752
leaf_weight=0.0015630727941394742 0.0010197844100981587 0.0010106093483891456 0.0010434823085301052 0.0010607246751985133 0.0012263032932087392 0.0010225599801736282 0.0010160082419177867 0.001018079983056322 0.0017815907975682376 0.0012369900661196101 0.0014242982788749614 0.0016752412904005439 0.0010727794984426997 0.0014990696193699637 0.0011021471247488358
leaf_count=134 127 118 200 103 330 221 325 66 212 87 366 385 312 62 73
internal_value=0 -5.06243e-05 -7.07485e-06 3.93292e-05 -8.7827e-06 4.96554e-05 -5.10046e-06 0.000411992 -0.000104709 -0.000200077 -0.000307178 -0.000195655 -0.0004769 -3.66368e-06 -0.000246468
internal_weight=0 0.018753 0.0177423 0.0166989 0.0156381 0.0144118 0.0133893 0.00258115 0.0108081 0.00902653 0.00778954 0.00677354 0.00274802 0.00402552 0.00260122
internal_count=3121 2994 2876 2676 2573 2243 2022 200 1822 1610 1523 1198 697 501 135
is_linear=0
shrinkage=0.00177594


Tree=2479
num_leaves=20
num_cat=0
split_feature=1213 147 11 484 1374 12 12 52 376 160 50 1 52 15 42 133 160 3 15
split_gain=0.000480386 0.000309603 0.000429851 0.000217103 0.000218161 0.00021388 0.000241837 0.000251157 0.000249459 0.000247414 0.000250404 0.000257052 0.000295636 0.000347333 0.000236488 0.000272657 0.000117031 0.000108045 7.00286e-05
threshold=-1.0000000180025095e-35 0.089025000000000007 0.088215000000000002 -0.0068949999999999992 -0.08070999999999999 0.11650500000000001 0.10345000000000001 -0.38533999999999996 0.048375000000000008 -0.098904999999999979 0.088280000000000011 0.092695000000000013 -0.057699999999999994 -0.12255999999999999 -1.0000000180025095e-35 0.091410000000000005 0.084770000000000026 -0.082974999999999979 -0.094329999999999983
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 -5 6 7 -6 9 -9 11 14 -13 -14 -11 16 17 -16 -15
right_child=1 -3 -4 4 5 -7 -8 8 -10 10 -12 12 13 18 15 -17 -18 -19 -20
leaf_value=-0.0011139545619957862 -0.00061414578225693107 0.00088912279159454469 -0.0010603855625064477 -0.00067677172540918861 -0.00062014905292963221 -0.00061401987696832244 0.0009449235892511795 -0.0006100462488878044 0.00097708028074828331 -0.00039883868715598917 0.000989658276949994 0.00052617318799146702 0.00035041439872519046 -0.0011652157835569095 0.0011212017021709447 -0.00025307158700633856 0.00013935761924696181 0.00052817346398465457 -0.000547467000896905
leaf_weight=0.0011134146711434803 0.0013648485754135442 0.0011712680026458719 0.0010823415009113537 0.0010215499103511929 0.001213713903510453 0.0010486848234409199 0.0011254295612381634 0.0012147914357856495 0.0010809189637904651 0.0011041388863852215 0.0010621931914536207 0.0011754476771611289 0.0010055161611617095 0.001103279142366631 0.0016312546497863059 0.0012267387530303375 0.0010132444542873542 0.001983844471576731 0.0010375333548355847
leaf_count=491 465 122 109 54 207 74 106 290 141 268 138 112 92 27 92 114 46 123 50
internal_value=0 3.44854e-05 -1.2083e-05 4.34999e-05 9.06216e-05 0.000134109 0.000180318 0.000126037 0.000187903 0.000124985 0.000197326 0.000122721 -0.000204253 -0.000477136 0.000325777 0.000462424 0.000652065 0.000795768 -0.000865827
internal_weight=0 0.0226667 0.0214955 0.0204131 0.0190483 0.0180267 0.016978 0.0158526 0.0146389 0.013558 0.0123432 0.011281 0.00432178 0.00314633 0.00695922 0.00585508 0.00462834 0.0036151 0.00214081
internal_count=3121 2630 2508 2399 1934 1880 1806 1700 1493 1352 1062 924 281 169 643 375 261 215 77
is_linear=0
shrinkage=0.00170698


Tree=2480
num_leaves=18
num_cat=0
split_feature=1213 475 147 52 15 49 42 47 52 16 48 1 403 2 133 2 13
split_gain=0.000439707 0.000177346 0.000159551 0.000218431 0.000173145 0.000152437 0.000193763 0.000305598 0.000325795 0.000304984 0.000231189 0.000158841 0.000163461 0.000138781 0.000166917 8.08948e-05 6.96267e-05
threshold=-1.0000000180025095e-35 -0.082549999999999998 0.089025000000000007 0.25317500000000004 -0.24436499999999997 -0.15986999999999998 0.10306000000000001 0.11312500000000002 -0.12005499999999998 -0.094359999999999986 0.085845000000000019 0.094385000000000011 0.03138500000000001 0.079055000000000014 0.090310000000000015 0.090050000000000005 -0.012119999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 -3 -6 7 8 -7 10 16 12 13 -11 15 -15 -10
right_child=1 2 -4 -5 5 6 -8 -9 9 11 -12 -13 -14 14 -16 -17 -18
leaf_value=-0.0011047757229510342 -0.00065156255117967369 0.00066938663880043118 0.00074441932160652729 -0.00065209768035729223 0.00063135677500378165 -0.00092190644291021253 -0.00071419422836873909 0.000774465650427592 0.00032839909652515668 -0.00057064587041656982 -0.00088375732780078564 0.00080116788024726514 0.00074814496102344817 0.00077210195311246642 -0.00043392394728182363 0.00012512833913950859 -0.00028523910542928326
leaf_weight=0.0010465818967675599 0.0010305631077103692 0.0014927113856668854 0.001066181513040102 0.0012464399208297469 0.0012521857830307638 0.001149297277974891 0.0010718316241731295 0.0015787974782524314 0.0010599496380433587 0.0010245363761392226 0.0014712287356068998 0.001375129727753388 0.0010744139810882486 0.0010550036334281612 0.0010045901541234081 0.0013175502316115084 0.0011897050863766403
leaf_count=491 278 222 120 294 47 292 195 97 129 137 70 148 70 222 129 115 65
internal_value=0 5.22868e-05 8.96197e-05 5.16019e-05 0.000102845 4.87182e-05 -2.04508e-06 5.53453e-05 -4.15155e-05 5.4192e-05 -0.000347088 0.000272126 0.000139276 -9.34414e-06 0.00016094 0.000412818 3.8833e-06
internal_weight=0 0.0204601 0.0194296 0.0183634 0.0171169 0.0156242 0.014372 0.0133002 0.0117214 0.0105721 0.00372088 0.00685122 0.00547609 0.00440168 0.00337714 0.00237255 0.00224965
internal_count=3121 2630 2352 2232 1938 1716 1669 1474 1377 1085 264 821 673 603 466 337 194
is_linear=0
shrinkage=0.00174112


Tree=2481
num_leaves=16
num_cat=0
split_feature=147 124 12 159 12 52 51 159 52 151 42 47 1 16 4
split_gain=0.000295254 0.000233369 0.000312068 0.000309141 0.000177779 0.000234401 0.000290829 0.000228706 0.000214768 0.000231632 0.000198924 0.000209449 0.000265429 0.000179469 6.49485e-05
threshold=0.089025000000000007 0.0049200000000000008 0.11650500000000001 -0.032739999999999991 0.097825000000000009 -0.24456499999999998 0.091630000000000003 0.091530000000000014 -0.078224999999999975 -0.044604999999999992 -1.0000000180025095e-35 0.09550500000000002 0.089175000000000018 -0.083539999999999989 0.066685000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 -5 7 8 -7 -10 -11 12 13 -12 -6
right_child=-2 -3 -4 4 14 6 -8 -9 9 10 11 -13 -14 -15 -16
leaf_value=-0.00086886975440633285 0.00084044200987068386 0.00071764342987414736 -0.0010011076449179819 -0.00082678270895707726 0.00019170969798550536 0.000552433450938533 0.0007095491543559606 -0.00081966901935392122 -0.00065312603512615044 -0.00058660221408432349 0.00062006208693009995 0.00075988078246447743 -0.00056963201228985168 -0.00015958582987202915 0.00076149851961052528
leaf_weight=0.0012064640611724351 0.0010745443463108335 0.0010247057594591586 0.0010234046315639863 0.0010368999368216862 0.0012681430163055561 0.0016012056871621818 0.0014400934730704881 0.0010837162105382494 0.0017837985138371339 0.0012630797273555493 0.0017822803791912737 0.0012312186352130272 0.0016091529775552789 0.00154257024948892 0.0010037184194386928
leaf_count=384 124 71 132 254 233 225 159 232 168 426 202 44 186 214 67
internal_value=0 -6.01618e-05 -0.000102386 -5.08663e-05 8.42121e-06 -6.03357e-05 -7.47992e-07 -8.6727e-05 -1.32711e-05 -0.000111599 1.84404e-05 0.000142397 -1.16889e-05 0.000258343 0.000443445
internal_weight=0 0.0199005 0.0188757 0.0178523 0.0166459 0.014374 0.0133371 0.011897 0.0108133 0.0092121 0.0074283 0.00616522 0.004934 0.00332485 0.00227186
internal_count=3121 2997 2926 2794 2410 2110 1856 1697 1465 1240 1072 646 602 416 300
is_linear=0
shrinkage=0.00167351


Tree=2482
num_leaves=16
num_cat=0
split_feature=124 147 159 42 403 475 43 16 16 1 42 4 151 52 15
split_gain=0.000303882 0.000289033 0.000230361 0.000215628 0.000232429 0.000151055 0.000175623 0.000182369 0.000270201 0.000281525 0.000155697 0.000383698 0.000179517 6.27325e-05 5.72894e-05
threshold=0.08919500000000001 0.089025000000000007 -0.032739999999999991 -1.0000000180025095e-35 0.03138500000000001 -1.0000000180025095e-35 -0.14968999999999996 0.22339500000000004 -0.36241499999999999 0.094385000000000011 0.086325000000000013 -0.040589999999999994 -0.0064299999999999991 -0.054584999999999995 -0.13843999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 -4 -5 -7 8 14 10 11 -10 -13 -11 -8
right_child=-2 -3 3 5 -6 6 7 -9 9 13 -12 12 -14 -15 -16
leaf_value=-0.00081767247841150212 0.00088434555320825886 0.00080083937202246819 -0.00084761859749028236 -0.00047732241267208663 0.00011388132846870177 0.00063845197148640256 -4.196886789869344e-05 -0.00047829937751998886 0.00088159031891549213 0.00044936805197658917 -0.00050867290464720973 0.00026635855758519179 -0.00065276465615619732 0.0010076429411544179 -0.00054072006238498537
leaf_weight=0.0011950485315210769 0.0010043835108979873 0.0010371334036330246 0.0017965497081493037 0.0015050890070130744 0.001157968577556269 0.0014189174364938077 0.0010554874223701084 0.0017796514909785089 0.001461823774271509 0.0010170553303124504 0.0010950386259113692 0.0011543905519745962 0.0012284428347556827 0.0012646372617806934 0.0016585223327946659
leaf_count=409 60 123 593 338 167 87 131 178 105 121 448 63 93 99 106
internal_value=0 -5.91985e-05 -0.000106673 -5.83778e-05 -0.000470777 2.48543e-05 8.24013e-05 1.50529e-05 0.000103423 0.000272613 4.80416e-05 0.000206606 -0.000207485 0.000758794 -0.000346754
internal_weight=0 0.0198258 0.0187886 0.0175936 0.00295452 0.0146391 0.013134 0.011715 0.0099354 0.00722139 0.0049397 0.00384466 0.00238283 0.00228169 0.00271401
internal_count=3121 3061 2938 2529 760 1769 1431 1344 1166 929 709 261 156 220 237
is_linear=0
shrinkage=0.00167351


Tree=2483
num_leaves=20
num_cat=0
split_feature=1213 147 124 159 12 39 3 159 43 43 52 0 13 457 2 1 16 4 16
split_gain=0.000418315 0.00035497 0.000340427 0.000310854 0.000280811 0.00031949 0.000297955 0.000262067 0.00022867 0.000408319 0.000184393 0.000227933 0.000200878 0.000194502 0.000301101 0.000241504 0.000171084 6.39831e-05 3.82161e-05
threshold=-1.0000000180025095e-35 0.089025000000000007 0.10281000000000001 -0.032739999999999991 0.11650500000000001 0.097050000000000011 0.13524500000000003 0.091530000000000014 -0.14968999999999996 -0.091274999999999981 0.10160000000000001 -0.084269999999999984 -0.084034999999999985 -0.0029299999999999994 0.089885000000000007 0.092695000000000013 -0.08947999999999999 -0.07712999999999999 0.13751500000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 6 7 8 18 -10 11 13 -13 -11 15 -15 -16 -14 -5
right_child=1 -3 -4 4 -6 -7 -8 -9 9 10 -12 12 17 14 16 -17 -18 -19 -20
leaf_value=-0.0010104893774941491 -0.00083498048284197835 0.00086677764563066449 0.00092481056477157063 0.00037339298429003945 -0.00087065477523688456 -0.00085561685837068455 0.00076827609492282885 -0.00074216632137600203 -0.0010191169052361758 -0.0006842781228969324 -0.00052196068515043717 0.00113079075731397 2.3129643836305523e-06 0.00011321264981304432 0.0008138615935678672 -0.00089706086768159268 -5.1883740687140702e-05 0.00054378081564034845 0.00083433465877963094
leaf_weight=0.0011323651407915405 0.0013776111379341918 0.0013414793943488578 0.0010169328386217249 0.0010078513543252321 0.0010106309843840372 0.001060799224450174 0.0016437383068907538 0.0011712523017447006 0.0010186693363076803 0.0010428683015406628 0.0012392004315021484 0.0010242962616511253 0.0013415160631244883 0.0016798403981699147 0.0017411182180355408 0.0010944154209831108 0.001010164555448223 0.0011226795886463362 0.0010071337742942887
leaf_count=491 402 122 38 80 87 97 125 231 137 101 159 73 255 256 82 37 70 256 22
internal_value=0 3.14536e-05 -2.03989e-05 -6.70738e-05 -1.20225e-05 3.56421e-05 9.07871e-05 1.89457e-05 8.11557e-05 -4.35816e-06 8.71516e-05 0.000162206 0.000507916 -2.14012e-05 0.000103708 -0.00028533 0.000495993 0.000249004 0.000603782
internal_weight=0 0.0229522 0.0216107 0.0205938 0.0192162 0.0182055 0.0171447 0.015501 0.0143298 0.0123148 0.0112961 0.0100569 0.00348849 0.00656841 0.00552554 0.00277426 0.00275128 0.0024642 0.00201499
internal_count=3121 2630 2508 2470 2068 1981 1884 1759 1528 1426 1289 1130 584 546 445 293 152 511 102
is_linear=0
shrinkage=0.00167351


Tree=2484
num_leaves=13
num_cat=0
split_feature=484 4 12 49 12 4 16 2 2 16 4 16
split_gain=5.81309e-05 7.24235e-05 7.24349e-05 7.64141e-05 0.000105262 0.000196318 0.000104266 0.000135893 0.000110627 0.000145365 0.000151912 1.07387e-05
threshold=-0.0068949999999999992 0.27044500000000005 0.10711000000000002 0.065470000000000014 0.097825000000000009 -0.35136499999999998 -0.014034999999999997 0.088850000000000012 0.092480000000000021 -0.083134999999999987 -0.0024449999999999997 -0.50859499999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 -2 8 -8 9 10 -7 -3
right_child=1 11 -4 -5 -6 6 7 -9 -10 -11 -12 -13
leaf_value=-0.0022704651125391201 -0.0044059742248617334 0.0011818623057067042 -0.0025983759977036502 0.0024409023901338068 0.0024609006606350118 0.0041226544260299994 -0.00025478018926625444 0.0042383196489156781 -0.0031821851755429302 -0.0028581399614167106 -0.00079118830503930291 0.002649555633389897
leaf_weight=0.0010829214981907089 0.0011738720102503234 0.0010095553148964237 0.0011032996285578094 0.0012553082629963826 0.0013303600810251068 0.0011518457250255867 0.0016953733273066401 0.0011369514689865134 0.0014727363760210083 0.001176101891503252 0.0014205332756369576 0.0010065039657642444
leaf_count=503 127 125 196 368 155 341 271 164 176 382 92 221
internal_value=0 0.000142151 -0.000134502 9.56147e-05 -0.000183238 -0.000564456 -4.5216e-06 0.00154884 -0.000847165 7.02388e-05 0.00140911 0.0019146
internal_weight=0 0.0149324 0.0129164 0.0118131 0.0105578 0.00922741 0.00805354 0.00283232 0.00522122 0.00374848 0.00257238 0.00201606
internal_count=3121 2618 2272 2076 1708 1553 1426 435 991 815 433 346
is_linear=0
shrinkage=0.010055


Tree=2485
num_leaves=13
num_cat=0
split_feature=457 39 3 133 42 15 52 484 16 1 16 457
split_gain=5.46766e-05 0.000110544 0.000145912 0.000117336 0.00012 0.000140003 0.000123193 0.000118669 9.86732e-05 0.000141937 9.88406e-05 6.92243e-05
threshold=0.080930000000000016 0.0046100000000000004 0.149315 0.091410000000000005 0.08623500000000002 0.084050000000000014 0.08976000000000002 0.084040000000000017 -0.27167499999999994 0.10538500000000002 -0.056919999999999991 0.10487
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 7 -6 8 -1 10 -10 -2
right_child=11 -3 -4 -5 6 -7 -8 -9 9 -11 -12 -13
leaf_value=-0.0037463767431306426 0.0029047183077168743 0.0018588395376917786 0.0024106638529231114 -0.0038001144723838996 -0.00042031958720461506 -0.0043951223396356967 0.0036267208449902578 0.0020348133580269699 2.0506881286155726e-05 0.0022862435877093737 -0.0038165285176117031 -0.0004152344075049979
leaf_weight=0.001123791998477629 0.001157467614478303 0.0018787277812677668 0.0012682898897421755 0.0010968061882163415 0.0018424170388103359 0.0010455501796936941 0.0010020233004889578 0.0011051544969105376 0.0011915791121070202 0.0010392696607670615 0.0011273911865067069 0.0010190998276018437
leaf_count=93 176 294 129 513 409 425 236 153 214 86 311 82
internal_value=0 -0.000234502 -0.000566602 -0.000923709 -0.000590819 -0.00127533 0.00100535 -0.000691516 -0.00136376 -0.000566446 -0.00184491 0.00135027
internal_weight=0 0.013721 0.0118423 0.010574 0.00947718 0.00663274 0.00284444 0.00558719 0.00448203 0.00335824 0.00231897 0.00217657
internal_count=3121 2863 2569 2440 1927 1282 645 857 704 611 525 258
is_linear=0
shrinkage=0.00928922


Tree=2486
num_leaves=12
num_cat=0
split_feature=14 0 16 1 151 0 16 3 47 1 4
split_gain=6.08959e-05 7.89476e-05 0.000173278 0.000118994 0.000216557 0.000105892 0.000230196 0.000115373 9.45672e-05 9.56934e-05 6.66714e-05
threshold=-0.10708499999999999 -0.10607499999999999 -0.013324999999999998 0.091615000000000016 -0.0033899999999999994 -0.061629999999999997 -0.056919999999999991 -0.059315 0.098400000000000015 0.080585000000000004 -0.49405499999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 -5 6 7 -3 9 10 -7
right_child=1 5 -4 4 -6 8 -8 -9 -10 -11 -12
leaf_value=-0.002190452775501069 -0.0020023173281807942 -0.0014832467723289531 0.0050009794374835433 -0.0022436366627454404 0.003895141830865752 -0.00095215954289616059 -0.0052285309014482584 0.0028556578794144681 0.0034433354252839526 -0.0025686314513146901 0.0024373426365210723
leaf_weight=0.0012965306020157009 0.001600981432518564 0.0019491888949681449 0.0010477303184164817 0.0010042554936107173 0.0016824718336713312 0.0010986699134352129 0.0013285945895060388 0.0010224652949270504 0.0010394414730261481 0.0011949194635001103 0.0015050906077864767
leaf_count=140 179 968 102 93 135 42 862 100 58 305 137
internal_value=0 0.000176078 0.00118721 0.00025529 0.00160057 -0.000414271 -0.00160872 9.65218e-06 0.00064739 -0.000117671 0.00100713
internal_weight=0 0.0144738 0.00533544 0.00428771 0.00268673 0.00913837 0.00430025 0.00297165 0.00483812 0.00379868 0.00260376
internal_count=3121 2981 509 407 228 2472 1930 1068 542 484 179
is_linear=0
shrinkage=0.0104612


Tree=2487
num_leaves=12
num_cat=0
split_feature=475 42 1 457 43 16 1 0 15 4 52
split_gain=5.54969e-05 8.94087e-05 9.43197e-05 9.23043e-05 9.32801e-05 0.000110714 0.000169728 0.000109047 7.36075e-05 0.000214693 0.000199798
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 0.11146500000000002 0.080930000000000016 -0.14968999999999996 -0.36241499999999999 0.10508500000000001 -0.089019999999999974 -0.09551999999999998 -0.076229999999999978 0.090245000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 -3 -6 8 -8 -7 10 -10
right_child=1 3 -4 -5 5 6 7 -9 9 -11 -12
leaf_value=-0.0020803449321089265 -0.0035401006431523218 0.0031467002038124609 0.00092991194937761922 0.0030789822335447986 -0.0025399180254771902 0.001689772658633205 0.0058179628869256938 0.00064406823611131933 0.0030325923342477161 -0.0059300411940602692 -0.0035805456286696117
leaf_weight=0.001511332188989494 0.0014978158111796014 0.0012148728196899041 0.0010157198094573189 0.001677006408468836 0.0020018412435247211 0.0012069471487785727 0.0010213953630504591 0.0010689884812097733 0.0014061833592742914 0.001015254483510229 0.0010040459972070481
leaf_count=501 753 102 56 169 271 137 76 146 293 474 143
internal_value=0 0.000202629 -0.00173377 0.000621619 0.00020701 -0.00020233 0.00049373 0.00317212 -0.000714892 -0.00156216 0.000277711
internal_weight=0 0.0141301 0.00251354 0.0116165 0.00993953 0.00872466 0.00672281 0.00209038 0.00463243 0.00342548 0.00241023
internal_count=3121 2620 809 1811 1642 1540 1269 222 1047 910 436
is_linear=0
shrinkage=0.0113235


Tree=2488
num_leaves=11
num_cat=0
split_feature=484 4 12 0 4 2 47 150 4 47
split_gain=5.91574e-05 7.02725e-05 5.97579e-05 7.01983e-05 7.85661e-05 0.000209022 0.00010437 0.00012514 9.97319e-05 9.38146e-05
threshold=-0.0068949999999999992 0.27044500000000005 0.10711000000000002 0.041630000000000007 -0.059649999999999988 0.088555000000000009 0.087235000000000021 0.08882000000000001 -1.0000000180025095e-35 0.10783500000000001
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 -2 7 8 -6 -8
right_child=1 -3 -4 -5 6 -7 9 -9 -10 -11
leaf_value=-0.0024483667894215915 0.000725609864914918 0.0020456781810523749 -0.0025422352748452068 0.0019261019794143803 0.0047523720846638388 -0.0051967289322989267 -0.0033884427730195279 -0.0012960663689934088 0.00078080679111449812 0.00084850764498590027
leaf_weight=0.0010601762091789731 0.0015934268024657573 0.0019524230734011506 0.0010700857749766325 0.0019719651471551422 0.00132656269594633 0.0011817530221645556 0.001296880484241307 0.0013907828409440368 0.0015741720706728031 0.0010994310238749555
leaf_count=503 651 346 196 184 359 260 109 185 252 76
internal_value=0 0.000162971 -0.000130977 9.46683e-05 -0.000286978 -0.0017963 0.000339328 0.0013354 0.00259708 -0.00144452
internal_weight=0 0.0144575 0.0125051 0.011435 0.00946301 0.00277518 0.00668783 0.00429152 0.00290073 0.00239631
internal_count=3121 2618 2272 2076 1892 911 981 796 611 185
is_linear=0
shrinkage=0.0106704


Tree=2489
num_leaves=17
num_cat=0
split_feature=1213 147 124 159 52 50 3 2 16 13 2 16 12 0 15 3
split_gain=0.000404482 0.000277336 0.000239448 0.000315959 0.000176486 0.000193843 0.00023544 0.00021378 0.000172974 0.000282566 0.000277761 0.000297942 0.000214336 0.000244401 0.00025193 0.000180273
threshold=-1.0000000180025095e-35 0.089025000000000007 0.10195500000000002 -0.032739999999999991 -0.24456499999999998 0.088280000000000011 0.12178000000000001 0.11389000000000002 0.23311500000000004 0.18141000000000002 0.099515000000000006 -0.36241499999999999 0.090020000000000017 -0.10224499999999999 -0.095869999999999983 -0.059315
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 -5 6 8 -8 9 10 12 -12 13 14 -6 -15
right_child=1 -3 -4 4 5 -7 7 -9 -10 -11 11 -13 -14 15 -16 -17
leaf_value=-0.001055965057909655 -0.00090418957797402694 0.00088614478912677202 0.00080734505155948281 -0.00053883248182454407 -0.00088740012799386745 0.00072748681550625807 -6.4520280553434312e-06 -0.0010360201855546826 0.00079717165430103398 -0.00081064090570204912 0.00010619357095691523 0.0012606733034061202 -0.00063231456521484132 2.6747836416682913e-05 0.00016926511369086254 0.00090105250920788696
leaf_weight=0.0010824006438768198 0.0012452274665664216 0.001101005496803093 0.0010251400031335975 0.0016451337883548424 0.0011412930373697616 0.0012186524854162347 0.0013105518180189383 0.0011460090410626567 0.0010024780308742773 0.0010650771325432457 0.0015782509237140981 0.001187594761887829 0.0015020681550270004 0.0014216204973336926 0.0017071619253738006 0.0014381821501984948
leaf_count=491 402 122 41 326 54 247 52 83 84 83 107 155 238 432 85 119
internal_value=0 3.58108e-05 -1.18719e-05 -5.70005e-05 3.75382e-06 6.05405e-05 4.48816e-06 -0.000486755 0.000104687 4.18138e-05 0.000132824 0.000601902 -4.71126e-05 0.000106877 -0.00025411 0.000466432
internal_weight=0 0.0207354 0.0196344 0.0186093 0.0173641 0.0157189 0.0145003 0.00245656 0.0120437 0.0110412 0.00997617 0.00276585 0.00721033 0.00570826 0.00284845 0.0028598
internal_count=3121 2630 2508 2467 2065 1739 1492 135 1357 1273 1190 262 928 690 139 551
is_linear=0
shrinkage=0.00174112


Tree=2490
num_leaves=11
num_cat=0
split_feature=14 47 4 49 3 42 4 3 1 13
split_gain=5.45155e-05 7.79437e-05 0.000130264 9.5474e-05 0.000111655 7.46889e-05 0.000143739 7.85759e-05 0.000127084 8.72087e-05
threshold=-0.10708499999999999 0.13148500000000005 0.24564500000000003 0.0034800000000000005 -0.13927999999999999 0.091295000000000015 0.055260000000000011 0.092670000000000016 1.0000000180025095e-35 -0.0025349999999999995
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 6 7 8 -6 -10
right_child=1 -3 -4 -5 5 -7 -8 -9 9 -11
leaf_value=-0.0021717483925403581 -0.0037639851251666892 -0.0026545352639151098 0.0029915174566451219 0.0029758664313263624 -0.0030848149374445829 0.0021787107120376783 -0.0041731235845773205 0.001959047488450712 0.0031325162908453176 -0.00077234557531047528
leaf_weight=0.0012756879794304657 0.0010368230529650456 0.0010656481879638422 0.0019638504332846361 0.0011146574151651234 0.0016085673835433672 0.0015535525945083867 0.001052261401850163 0.0019972395931491249 0.001105916639896766 0.0017489110189248258
leaf_count=140 189 63 314 528 805 422 82 133 291 154
internal_value=0 0.000176747 0.000405635 -4.70584e-05 -0.000380567 6.35503e-06 -0.000442855 0.000164704 -0.000638212 0.000740338
internal_weight=0 0.0142474 0.0131818 0.0112179 0.0101033 0.00906645 0.0075129 0.00646063 0.0044634 0.00285483
internal_count=3121 2981 2918 2604 2076 1887 1465 1383 1250 445
is_linear=0
shrinkage=0.0108838


Tree=2491
num_leaves=17
num_cat=0
split_feature=147 124 159 12 51 3 150 47 3 47 3 150 49 12 3 52
split_gain=0.00022455 0.000244528 0.000325095 0.000314149 0.000164468 0.000200496 0.000175384 0.000275606 0.00022351 0.000201661 0.000157865 0.000182256 0.000178133 0.000154097 0.000181566 0.000108595
threshold=0.089025000000000007 0.08919500000000001 -0.032739999999999991 0.11650500000000001 -0.076794999999999988 0.076840000000000006 -1.0000000180025095e-35 0.09550500000000002 -1.0000000180025095e-35 0.077555000000000013 0.10299500000000002 0.088380000000000014 -0.072814999999999977 0.090020000000000017 -0.078934999999999991 0.088785000000000017
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 -4 -6 9 -9 10 11 12 -8 14 15 -14
right_child=-2 -3 3 -5 6 -7 7 8 -10 -11 -12 -13 13 -15 -16 -17
leaf_value=-0.00093966465106631023 0.00075489852535160547 0.00074121348244364656 5.5308952778411688e-05 -0.00094248185057481458 -0.0005732966030178641 -0.00088605467262127947 0.0006475876322007087 0.00016334189270313611 0.0012587430335639852 -0.00066299486521117308 0.00056210217231312382 -0.00056225396250267671 -0.00048507675273165834 -0.00039434490585199235 0.00066219301330056426 0.00027609666927572336
leaf_weight=0.0011992450802255977 0.0010120360860862146 0.0010291596877820127 0.0013859173092843477 0.0010165526842937393 0.0010449363876677284 0.001167374274210875 0.001414850178374249 0.0010718298743346566 0.0010163805932350565 0.0010533535222648225 0.0017576226655718489 0.0013119184069628614 0.0010883733397150344 0.0019600252858145012 0.0013864469594700433 0.001013968851181879
leaf_count=409 124 59 359 107 103 82 105 119 38 86 109 89 498 530 149 155
internal_value=0 -5.31725e-05 -9.64548e-05 -3.92902e-05 1.57774e-05 -0.000375086 8.64579e-05 0.000139186 0.000696499 3.32572e-05 0.00010709 9.26986e-06 0.000118511 -1.88705e-05 0.000192074 -0.000117959
internal_weight=0 0.019918 0.0188888 0.0176896 0.016673 0.00255329 0.0141197 0.0130748 0.00208821 0.0109866 0.00993321 0.00817558 0.00686366 0.00544881 0.00348879 0.00210234
internal_count=3121 2997 2938 2529 2422 441 1981 1878 157 1721 1635 1526 1437 1332 802 653
is_linear=0
shrinkage=0.00167351


Tree=2492
num_leaves=17
num_cat=0
split_feature=1213 124 123 4 403 42 160 151 484 52 4 2 51 2 47 52
split_gain=0.000432323 0.000223062 0.000201692 0.000226157 0.000274096 0.00039525 0.000336938 0.000324364 0.000310611 0.000131649 0.000133788 0.000449074 0.000207549 0.000163009 0.00023686 3.74584e-05
threshold=-1.0000000180025095e-35 0.093335000000000015 1.0000000180025095e-35 -0.49405499999999997 0.03138500000000001 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.090369999999999992 0.08660000000000001 0.077655000000000016 0.053180000000000012 0.088930000000000023 0.08955500000000001 0.10855000000000002 0.092530000000000015 0.11639500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 -5 8 -8 -7 10 11 -9 -13 14 -12 -11
right_child=1 -3 -4 4 -6 6 7 9 -10 15 13 12 -14 -15 -16 -17
leaf_value=-0.0010984256719074657 -0.00074724252277675012 0.00082970249831321218 0.00066125458377357864 -0.00093341673831707638 0.00068264783813960577 -0.00099960566798817365 -0.00074475099920449407 -0.0010237656177256786 0.0001468397537516082 0.00089394897688386686 0.0012901611492031125 0.00074196124519889533 -0.00023484038679703184 -0.00014126006660110783 0.00018622589837678528 0.00042939440507824763
leaf_weight=0.0010101407913053013 0.0012385219314454644 0.0010060241329848526 0.0012663702892624562 0.0013787597541983334 0.001588645357542196 0.0015656264088508226 0.0010046749720243895 0.0010158594693114656 0.0012292576279193529 0.0010097042951286994 0.001001918232627217 0.0014543671856764792 0.0011233994220720689 0.0010653210705122707 0.0013025836871811691 0.001013290068835826
leaf_count=491 138 54 236 483 189 464 73 225 176 96 80 139 85 87 33 72
internal_value=0 4.71918e-05 4.07585e-06 -4.49022e-05 1.03153e-05 -6.509e-05 2.85448e-05 0.000175103 -0.000495371 0.000277942 0.000166582 -6.25378e-05 0.000316268 0.000410919 0.000666179 0.00066126
internal_weight=0 0.0192643 0.0182583 0.0169919 0.0157534 0.0141648 0.012786 0.00999112 0.00279488 0.00898644 0.00696345 0.00359363 0.00257777 0.00336982 0.0023045 0.00202299
internal_count=3121 2630 2576 2340 2202 2013 1530 890 640 817 649 449 224 200 113 168
is_linear=0
shrinkage=0.00170698


Tree=2493
num_leaves=17
num_cat=0
split_feature=1213 147 11 52 51 15 52 133 16 13 16 1 2 1 16 0
split_gain=0.000439222 0.000211455 0.000232991 0.000200179 0.000169291 0.000233383 0.000174016 0.000181158 0.000296408 0.000231196 0.000199651 0.000176594 9.24353e-05 0.000107025 9.14349e-05 0.000195359
threshold=-1.0000000180025095e-35 0.089025000000000007 0.087830000000000005 0.19022000000000003 -0.076794999999999988 -0.016799999999999995 -0.12647999999999995 0.10722500000000001 0.19444000000000003 -0.012549999999999997 -0.074319999999999983 0.094465000000000007 0.089885000000000007 0.091345000000000023 -0.48836499999999994 -0.084804999999999978
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 -2 -6 8 9 14 12 -12 -11 -14 -8 -16
right_child=1 -3 -4 -5 6 -7 7 -9 -10 10 11 -13 13 -15 15 -17
leaf_value=-0.0010478737831085396 -0.0007246105808566386 0.00075792061543916256 -0.00073438163323625888 -0.00053716637203937083 -0.00042361729310637754 0.00026255512294502751 0.00088016150052977981 -0.00039307233934436934 0.0010660511543035156 -0.00060102935934683137 -2.7221479596433546e-05 0.00082236480650691086 0.00032789212662175245 -0.00038659774938845805 -6.0952107749411514e-05 0.00076330150248150451
leaf_weight=0.0010052213259566503 0.0013937325138673549 0.0010132078079895792 0.0010453828350548413 0.0013947780946602225 0.0011711363937282589 0.0011156761267908906 0.0011404448955814653 0.001116344019774969 0.0011342570414853989 0.0012648326693697545 0.0014796312902928439 0.0011063378964973822 0.0010137116925239553 0.0011667799037986815 0.0015124156549802172 0.0014643289843559175
leaf_count=491 274 122 118 333 236 160 92 280 26 167 94 83 47 74 322 202
internal_value=0 4.24015e-05 3.2558e-06 4.7384e-05 9.8089e-05 -0.000285719 0.000169063 0.000225044 0.000286202 0.000199041 -1.55064e-06 0.000336251 -0.000255096 -5.4431e-05 0.000492888 0.000344517
internal_weight=0 0.019533 0.0185198 0.0174744 0.0160796 0.00250941 0.0135702 0.0123991 0.0112827 0.0101485 0.00603129 0.00258597 0.00344532 0.00218049 0.00411719 0.00297674
internal_count=3121 2630 2508 2390 2057 434 1623 1387 1107 1081 465 177 288 121 616 524
is_linear=0
shrinkage=0.00160853


Tree=2494
num_leaves=13
num_cat=0
split_feature=48 50 4 15 48 13 43 151 3 1 4 43
split_gain=5.57804e-05 0.000101061 0.000124406 0.000135667 0.000177259 0.000120231 0.000154288 0.000143359 0.00013358 9.55793e-05 8.97005e-05 0.000160972
threshold=0.12879500000000002 0.088425000000000017 0.40473500000000007 -0.11713499999999999 0.092475000000000016 -0.033284999999999988 0.07827000000000002 -0.016164999999999995 0.088060000000000013 0.077845000000000011 0.053180000000000012 -0.013819999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 6 9 -7 10 -5 11 -9
right_child=-2 -3 -4 4 -6 7 -8 8 -10 -11 -12 -13
leaf_value=-0.0031267303841189323 -0.0020620666067040589 -0.0022779651940350223 0.0031150493110330244 -0.0045978235782214794 0.003896550357486297 0.0034479190094506645 0.0011162500992857852 0.0019701371840486256 -0.002855808203537757 -0.00085081522989839762 0.0027297830534058821 -0.0024569643781746967
leaf_weight=0.0010004565730468437 0.0010315683704269487 0.0013166324587408082 0.0012391399612763929 0.001166778218199974 0.0010709436161610861 0.0012988875516073001 0.0013390295125964569 0.0014258655517412084 0.0010385726430715003 0.0010940258899334449 0.0013432301009947967 0.0013043171571583308
leaf_count=197 90 525 261 655 127 141 99 291 69 264 98 304
internal_value=0 0.000129016 0.000366915 8.5066e-05 0.000375029 -1.70327e-06 -0.00133361 0.000746187 5.97131e-05 -0.00278461 0.000803065 -0.000144866
internal_weight=0 0.0146379 0.0133212 0.0120821 0.0110817 0.0100107 0.00359983 0.00641087 0.00511199 0.0022608 0.00407341 0.00273018
internal_count=3121 3031 2506 2245 2048 1921 1018 903 762 919 693 595
is_linear=0
shrinkage=0.00910708


Tree=2495
num_leaves=18
num_cat=0
split_feature=1213 124 12 48 484 51 4 15 43 15 12 0 4 1 0 0 2
split_gain=0.00051717 0.00027198 0.000258825 0.000185307 0.000197139 0.000143706 0.000220252 0.000186129 0.000171214 0.000159948 0.000218992 0.000189 0.000131416 0.000159701 0.000131765 9.32714e-05 7.61098e-05
threshold=-1.0000000180025095e-35 0.10195500000000002 0.11650500000000001 0.12879500000000002 -0.0068949999999999992 -0.076794999999999988 0.40473500000000007 -0.0072999999999999992 -0.15582499999999996 0.088235000000000022 0.092355000000000007 -0.084144999999999984 -1.0000000180025095e-35 0.092390000000000014 -0.11242999999999999 -0.019414999999999998 0.090310000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 7 8 -6 -7 10 12 -11 14 -14 -10 -16 -15
right_child=1 -3 -4 -5 5 6 -8 -9 9 11 -12 -13 13 16 15 -17 -18
leaf_value=-0.0011689213766658164 -0.00060189133799422236 0.00091239222980149569 -0.0008303700542462069 -0.00059583147904925492 -0.00065476889423714735 0.00061116677123537906 0.00083512734952676166 0.0003182494501247401 0.00082483242033773668 0.00087039501124520891 -0.00071447378098338894 -8.7687566740386774e-05 -0.00063445676857396363 -0.00017672539408597642 -0.00032131844598617449 0.00040683561464742544 0.00045741625230192749
leaf_weight=0.0011394789882438602 0.0011834614637976108 0.0010199272033807041 0.0011000412404358366 0.0013020160401718819 0.0014490808731032478 0.0018821922476623962 0.0014870446697071498 0.0010123283562599684 0.0010249664932950294 0.0013479077503895098 0.0013571776940215913 0.0011625267048375456 0.0014041760676608518 0.0012703122339023099 0.0010032524552670815 0.0011384195012547364 0.001046354958797957
leaf_count=491 442 42 122 76 254 102 221 119 66 77 178 290 147 39 330 61 64
internal_value=0 3.51868e-05 -9.16763e-06 3.81999e-05 8.46578e-05 0.000133646 0.000201302 -0.000254586 0.000126719 4.19384e-05 -7.52271e-05 0.000426728 5.07364e-05 -0.000171135 0.000311438 6.57365e-05 0.000109694
internal_weight=0 0.0211912 0.0201713 0.0190712 0.0177692 0.0165857 0.0141243 0.00246141 0.0126373 0.0107551 0.00824466 0.00251043 0.00688748 0.00372084 0.00316664 0.00214167 0.00231667
internal_count=3121 2630 2588 2466 2390 1948 1575 373 1354 1252 885 367 707 250 457 391 103
is_linear=0
shrinkage=0.00174112


Tree=2496
num_leaves=19
num_cat=0
split_feature=1213 147 1374 11 52 51 0 15 42 1 15 1 2 151 4 16 0 43
split_gain=0.000436253 0.000306557 0.00037919 0.000351928 0.00026548 0.000242611 0.000299083 0.000289254 0.000284336 0.000262337 0.000267769 0.000261268 0.000395468 0.000195008 0.000151492 0.000178425 7.04402e-05 2.57842e-07
threshold=-1.0000000180025095e-35 0.089025000000000007 -0.094929999999999987 0.089270000000000002 0.19022000000000003 0.078435000000000019 -0.060129999999999996 0.088235000000000022 0.08623500000000002 0.090540000000000023 -0.0063699999999999989 0.11181500000000001 0.082850000000000021 -0.0038099999999999996 -0.49405499999999997 0.22339500000000004 -0.15202999999999997 0.07827000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 6 7 9 -9 10 -4 12 -11 -7 -8 17 -13 -16
right_child=1 -3 3 -5 -6 13 14 8 -10 11 -12 16 -14 -15 15 -17 -18 -19
leaf_value=-0.00093909719382757797 -0.00093506152428365528 0.0007949045610349774 -0.0012363725966848323 -0.00084710077988168185 -0.00052538926437823103 0.0010364900464451357 -6.3025333488407815e-05 -0.00014208710425685697 0.0008929390195260001 -0.00033146776209593638 -0.00014955826931332131 -0.00076511760711076959 0.00083261020385643435 0.00023083564799522826 0.00084806316025794182 0.00015498825714068941 -0.00020085798884884599 0.00081304133213571457
leaf_weight=0.0011605988524810143 0.0010087359905575069 0.0011949452890969636 0.0011324568364958175 0.0010253602808301112 0.0015804391229257272 0.0011450575660518769 0.0015125161253717323 0.0013668891885655204 0.0011839548880141493 0.0014218442361580985 0.0010390861374643574 0.001049224374044852 0.001369513738864736 0.0019261705578062253 0.0010051211762456625 0.0017464683717676177 0.0010662418383010248 0.0010048561911111253
leaf_count=491 51 122 544 103 334 67 85 154 138 85 233 44 87 215 109 89 124 46
internal_value=0 3.26355e-05 -9.56576e-06 3.58083e-05 8.21156e-05 0.000135547 5.39813e-05 -0.00010806 0.000338312 -0.000268919 -0.000716331 -7.0915e-05 0.00023966 0.000531211 0.000350117 0.000516466 -0.000480718 0.000830555
internal_weight=0 0.0227789 0.0215839 0.0205752 0.0195498 0.0179694 0.0148982 0.00962921 0.00255084 0.00707837 0.00217154 0.00490682 0.00279136 0.00307123 0.00526896 0.00375645 0.00211547 0.00200998
internal_count=3121 2630 2508 2457 2354 2020 1738 1409 292 1117 777 340 172 282 329 244 168 155
is_linear=0
shrinkage=0.00154607


Tree=2497
num_leaves=17
num_cat=0
split_feature=1213 147 52 11 1374 4 52 13 3 3 2 12 12 3 0 4
split_gain=0.000434882 0.000231164 0.000281573 0.000245728 0.000195394 0.000168983 0.000240743 0.000233355 0.000182432 0.000203757 0.000142897 0.000166029 0.000432321 0.000129346 0.000127111 0.000125044
threshold=-1.0000000180025095e-35 0.089025000000000007 0.19022000000000003 0.087830000000000005 -0.035729999999999991 -0.51843499999999987 0.08976000000000002 -0.083894999999999983 0.10732000000000001 0.090900000000000009 0.092120000000000021 0.10097500000000002 0.081420000000000006 -0.076669999999999988 -0.084269999999999984 0.181285
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 -6 7 14 9 10 11 12 -9 -8 15 -7
right_child=1 -3 -4 -5 5 6 13 8 -10 -11 -12 -13 -14 -15 -16 -17
leaf_value=-0.0012030924042589304 -0.00068182266782564505 0.00089426758853403479 -0.00078207317641001799 -0.00082858502759050557 -0.00054796337037918831 -0.0001796834013699953 0.00032408957774574925 1.0299172649324651e-05 -0.0006408894699910262 0.00076832890234438333 0.00034200929947103342 0.00035513319051864501 -0.0014578629382603434 0.0011259609938010695 0.001043006793416111 0.00070527587410697864
leaf_weight=0.0010160694498247093 0.0010056910154447865 0.0010166746785528783 0.0014872250691364544 0.0010141501947018563 0.0010784690968756961 0.0010867529882130755 0.0014566805194866639 0.0020183243189099863 0.0015257914368778103 0.001169430824894846 0.0019231118779900382 0.0010797612634045571 0.0010362921774948507 0.0012993346276002357 0.001064862385816265 0.0010936708237160517
leaf_count=491 62 122 338 113 51 295 161 141 60 51 409 58 462 118 117 72
internal_value=0 3.5505e-05 -9.63988e-06 5.47093e-05 0.000107909 0.000158074 0.000209683 9.65634e-05 -6.03424e-05 6.22262e-05 -7.40907e-05 -0.00026764 -0.000487781 0.000702135 0.000519747 0.0002642
internal_weight=0 0.0203562 0.0193395 0.0178523 0.0168382 0.0158325 0.014754 0.011998 0.00875271 0.00722692 0.00605749 0.00413438 0.00305462 0.00275602 0.00324529 0.00218042
internal_count=3121 2630 2508 2170 2057 1995 1944 1665 1181 1121 1070 661 603 279 484 367
is_linear=0
shrinkage=0.00184769


Tree=2498
num_leaves=12
num_cat=0
split_feature=156 11 52 52 484 133 13 0 1 457 2
split_gain=5.14774e-05 7.89305e-05 6.11285e-05 0.00012622 9.00411e-05 0.000135966 0.000141703 0.000114808 8.15768e-05 9.59748e-05 7.70633e-05
threshold=0.091255000000000017 0.081790000000000015 0.25317500000000004 0.11008000000000001 0.084040000000000017 -0.0061299999999999992 -0.084034999999999985 -0.019414999999999998 0.11634000000000001 0.045365000000000009 0.088300000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 -1 -7 8 9 10 -8
right_child=-2 -3 -4 -5 -6 6 7 -9 -10 -11 -12
leaf_value=-0.0028606859923696881 -0.0022923869124819368 -0.002617221253966376 -0.0020960582492860337 0.0036623609429268602 0.0031898955062821749 0.0028894402656796797 0.00022888779546572337 0.0027072699820807366 -0.0033986552708587811 0.0021046167224476444 -0.0030298872099118333
leaf_weight=0.001635554190212783 0.0010226678109660449 0.0010593694784518113 0.0010370647109837977 0.0012787146888041086 0.0010035327610512243 0.0019777576430622997 0.0017498924759963104 0.0011603634812806414 0.001145100980252888 0.0013169386669457661 0.0014540104862296264
leaf_count=652 273 126 296 194 191 385 358 114 101 109 322
internal_value=0 0.000134296 0.000346149 0.000545234 0.00019691 -9.07972e-05 0.000423772 -0.000290596 -0.000904547 -0.000272805 -0.00125002
internal_weight=0 0.0148183 0.0137589 0.0127219 0.0114432 0.0104396 0.00880406 0.00682631 0.00566594 0.00452084 0.0032039
internal_count=3121 2848 2722 2426 2232 2041 1389 1004 890 789 680
is_linear=0
shrinkage=0.0104612


Tree=2499
num_leaves=19
num_cat=0
split_feature=1213 124 147 159 50 39 48 48 150 12 15 48 0 3 0 16 2 2
split_gain=0.000575625 0.000326079 0.000217547 0.000302309 0.000203319 0.000166225 0.000244735 0.000223572 0.000385879 0.000187574 0.000253616 0.000282749 0.000466258 0.000232322 0.000178729 0.000168754 0.00019925 0.000155558
threshold=-1.0000000180025095e-35 0.11040000000000001 0.089025000000000007 -0.032739999999999991 0.098785000000000026 0.097050000000000011 0.11951500000000001 0.092475000000000016 0.08882000000000001 0.10866500000000003 -0.0063699999999999989 0.083685000000000009 -0.10224499999999999 -0.13309499999999996 -0.12333499999999999 -0.15012499999999998 0.093680000000000013 0.084055000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 6 7 8 9 10 11 12 -5 -12 -9 -15 17 -17
right_child=1 -3 -4 4 -6 -7 -8 14 -10 -11 13 -13 -14 15 -16 16 -18 -19
leaf_value=-0.0012579109969334168 -0.00089217817574960842 0.0010238373936420045 0.00078022139029892469 -0.0010328037041477797 0.0007863607704758776 -0.0007178221205980396 -0.00078979058985006827 0.0011506048723483608 -0.001030778008428999 -0.00058161523484823424 -0.00026837803173229951 0.00060034438403536942 0.00028211069159624432 0.0010900798947533121 0.00011158127497692983 0.00050973035221981669 0.00094368390426263901 -0.0004385933321170894
leaf_weight=0.0011266355399984765 0.0012492078583912136 0.001021012973152601 0.0010570986994915951 0.0018279218869057257 0.0010074731628740658 0.0010539542135469876 0.0011227443345207524 0.0010005315545460469 0.0010855160942718359 0.0012286936120201953 0.0013283121176708122 0.0011400502126591612 0.0015906620701994015 0.0013983207245215016 0.0010921041160969454 0.0010967705859024259 0.0011806798849843814 0.0010855007576360196
leaf_count=491 403 30 122 110 182 109 57 52 150 110 127 134 348 38 120 186 91 261
internal_value=0 4.42493e-05 -4.43139e-06 -4.69928e-05 1.08941e-05 -3.44444e-05 1.00764e-05 6.97272e-05 -1.72289e-05 7.54066e-05 0.00015122 -0.000165558 -0.000420976 0.000388359 0.00060836 0.000571577 0.000355983 3.80172e-05
internal_weight=0 0.0215666 0.0205455 0.0194884 0.0182392 0.0172318 0.0161778 0.0150551 0.0129624 0.0118769 0.0106482 0.00455863 0.00341858 0.00608958 0.00209264 0.00476127 0.00336295 0.00218227
internal_count=3121 2630 2600 2478 2075 1893 1784 1727 1555 1405 1295 592 458 703 172 576 538 447
is_linear=0
shrinkage=0.00177594


Tree=2500
num_leaves=18
num_cat=0
split_feature=1213 124 147 159 51 12 3 150 4 52 16 160 42 1 0 43 4
split_gain=0.000414096 0.000213152 0.000234924 0.000286119 0.00018925 0.000232441 0.000227722 0.000187074 0.000252989 0.000206046 0.000211986 0.000204624 0.000267982 0.000154357 0.000246406 0.000197582 4.63728e-05
threshold=-1.0000000180025095e-35 0.093335000000000015 0.089025000000000007 -0.032739999999999991 -0.076794999999999988 0.10866500000000003 0.076840000000000006 -1.0000000180025095e-35 0.27287000000000006 -0.12647999999999995 0.19444000000000003 0.10070500000000002 -0.0060199999999999993 0.090840000000000018 -0.10224499999999999 -0.0037449999999999996 -0.07533999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 6 7 -5 -6 9 -9 11 12 -11 15 -15 -14 -17
right_child=1 -3 -4 4 5 -7 -8 8 -10 10 -12 -13 13 14 -16 16 -18
leaf_value=-0.0010834545593154936 -0.00086926839361113086 0.00079796062730794497 0.00077399271838908231 0.0001082029792397149 -0.00054820886685625562 -0.00064426047022077 -0.00094645218019777226 -0.0005658497665844411 0.00094105596048651204 -0.00040279310748521217 0.00093607135871957197 -0.00059855168101539719 0.00012230761693812184 -0.00041708576577609399 0.00067358609265088653 0.0012069850844124001 0.00069785774295767961
leaf_weight=0.0010186991075724688 0.0011736776380394378 0.0010060458609397463 0.0010558999789693239 0.0011437327571916988 0.0010504689989729596 0.0011932893060218304 0.0012468904453526442 0.0011417700990576556 0.0012162946202618286 0.0016320514468960833 0.0010220878042943591 0.0010338852922032946 0.0014540596236514193 0.0014115476290266771 0.0010544170217358789 0.0010007772528890513 0.0010879664387737509
leaf_count=491 399 54 121 347 103 124 82 228 185 345 25 68 221 58 132 54 84
internal_value=0 3.23391e-05 -8.37438e-06 -5.46211e-05 2.6693e-06 7.69946e-05 -0.000441879 0.000142668 0.000202871 0.000120032 0.000200793 0.00011416 0.000210597 0.000377201 4.92725e-05 0.000605456 0.000941795
internal_weight=0 0.0199249 0.0189188 0.0178629 0.0166892 0.0142986 0.00239062 0.0131053 0.0120549 0.0108386 0.00969679 0.0086747 0.00764082 0.00600877 0.00246596 0.0035428 0.00208874
internal_count=3121 2630 2576 2455 2056 1627 429 1503 1400 1215 987 962 894 549 190 359 138
is_linear=0
shrinkage=0.00170698


Tree=2501
num_leaves=18
num_cat=0
split_feature=1213 124 147 159 51 3 12 150 4 52 16 160 42 42 1 0 2
split_gain=0.000463279 0.000237223 0.000255267 0.000226931 0.00019347 0.000244746 0.000240559 0.000187931 0.000254068 0.000228026 0.000273916 0.000219422 0.000294186 0.000380247 0.000303163 0.00019411 0.000101592
threshold=-1.0000000180025095e-35 0.10281000000000001 0.089025000000000007 -0.032739999999999991 -0.076794999999999988 0.076840000000000006 0.10866500000000003 -1.0000000180025095e-35 0.27287000000000006 -0.12647999999999995 0.19444000000000003 0.10070500000000002 -1.0000000180025095e-35 0.091735000000000025 0.086560000000000012 -0.10224499999999999 0.092120000000000021
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 -5 7 -6 9 -9 11 12 -11 14 16 -16 -14
right_child=1 -3 -4 4 6 -7 -8 8 -10 10 -12 -13 13 -15 15 -17 -18
leaf_value=-0.0010821185142010029 -0.00072638422875084233 0.0008149611534577746 0.00075998627975048757 9.0638105126271398e-05 -0.00051795449157360403 -0.00094203707753097194 -0.00062771621743037118 -0.00057003672839833839 0.00090135588227194491 -0.00039886284642274352 0.00098239316053017967 -0.00058469620837919378 0.00067794454660152553 -0.00056894971639246414 -0.00022181536907716276 0.00060749873359908506 0.0013689643689220297
leaf_weight=0.0010448943491740232 0.0012375577087111725 0.0010052676668646779 0.0011169279102749763 0.0012377303711560766 0.0011010123304228412 0.0012334601951367041 0.0012201560920738529 0.0011801088932920359 0.0012174246841704052 0.0017645297261779658 0.0010574268901706327 0.0011063004911832175 0.001329137134169274 0.0010036556682330583 0.0015314634628416646 0.0015076977368619626 0.0010063279406682946
leaf_count=491 402 39 121 349 103 82 124 228 189 358 25 68 148 185 53 112 44
internal_value=0 3.73931e-05 -1.98358e-06 -4.74125e-05 6.12509e-07 -0.000424807 7.0581e-05 0.0001323 0.000188655 0.000113118 0.00019134 0.000100901 0.000194048 0.000358075 0.000531187 0.000189599 0.000975698
internal_weight=0 0.0208562 0.0198509 0.018734 0.0174964 0.00247119 0.0150252 0.0138051 0.0127041 0.0114866 0.0103065 0.00924911 0.00814281 0.00637828 0.00537463 0.00303916 0.00233547
internal_count=3121 2630 2591 2470 2068 431 1637 1513 1410 1221 993 968 900 542 357 165 192
is_linear=0
shrinkage=0.0016407


Tree=2502
num_leaves=13
num_cat=0
split_feature=12 475 12 52 43 12 1 3 0 4 16 4
split_gain=5.94203e-05 7.6846e-05 9.60061e-05 0.000103874 7.98694e-05 0.000169198 0.000134545 0.000157243 0.000114304 0.000301219 0.00021681 0.000224864
threshold=0.11650500000000001 -1.0000000180025095e-35 0.10345000000000001 -0.24456499999999998 -0.14968999999999996 0.092355000000000007 0.10557500000000002 0.11924500000000002 -0.10224499999999999 0.0082450000000000006 -0.056919999999999991 -0.012889999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 -5 6 8 -8 9 -6 11 -10
right_child=-2 2 -4 4 5 -7 7 -9 10 -11 -12 -13
leaf_value=-0.0021452403122033128 -0.0025369168631488546 -0.0028833797207855347 0.0034891227383641284 0.0026913991733204762 0.0013480018939706832 -0.0037927611262783809 0.0052956845786448692 0.00022830879803269487 -0.00017044149523723701 -0.0064621114393726359 -0.0027036313468451131 0.0065997268748023332
leaf_weight=0.0015044608944001841 0.0010056321633378938 0.0011753366897852566 0.0010541075310575672 0.0015597232376145529 0.0012382067873426311 0.0011292219970206229 0.0012695949645969108 0.0015464937458074673 0.0012546728471762619 0.0010299205604227604 0.001243201507960541 0.0010068022889544483
leaf_count=490 147 186 182 145 102 394 210 148 480 142 362 133
internal_value=0 0.000142303 0.000397093 0.000135366 0.000449969 9.02274e-05 0.000600742 0.00251287 -0.00033203 -0.00219845 0.000875862 0.00284362
internal_weight=0 0.0150117 0.0135073 0.0124532 0.0112778 0.00971811 0.00858889 0.00281609 0.0057728 0.00226813 0.00350468 0.00226148
internal_count=3121 2974 2484 2302 2116 1971 1577 358 1219 244 975 613
is_linear=0
shrinkage=0.0106704


Tree=2503
num_leaves=13
num_cat=0
split_feature=12 475 12 2 15 3 15 16 151 51 1 43
split_gain=4.84462e-05 6.26375e-05 7.86188e-05 9.40728e-05 0.00013218 9.97962e-05 8.40812e-05 0.000111738 0.000183921 9.95796e-05 7.71191e-05 4.0266e-05
threshold=0.11650500000000001 -1.0000000180025095e-35 0.10345000000000001 0.088225000000000012 -0.040439999999999997 -0.078934999999999991 -0.15914499999999995 -0.49446999999999991 -0.0038099999999999996 0.084305000000000019 0.096125000000000016 -0.080419999999999978
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 10 -6 -5 -8 -9 11 -3 -10
right_child=-2 2 -4 6 5 -7 7 8 9 -11 -12 -13
leaf_value=-0.0016221149624877026 -0.0019213970783138457 -0.00088796396225998 0.0026560671635346674 0.0028721466526855643 -0.0014006638938905845 0.0023688770232615968 -0.0020713202457135825 0.003892648455856317 0.0021906609344169467 -0.0021953463091586149 -0.0042927509163952788 5.4051752742963801e-05
leaf_weight=0.0014986851631691991 0.0010002326412178108 0.0010887446460604998 0.0010434034869445238 0.0011884247752638388 0.0010754220448606472 0.0011679112236836703 0.0012859869544750782 0.0012304048514948998 0.0011087838586496118 0.0012086233497811683 0.0010339591519521341 0.0019220081046448347
leaf_count=490 147 190 182 161 648 163 123 150 153 193 187 334
internal_value=0 0.000108672 0.000302918 0.000103468 -0.000949365 0.000561813 0.00068209 0.000296834 0.000853601 -2.84212e-05 -0.00254642 0.000835708
internal_weight=0 0.0148524 0.0133537 0.0123103 0.00436604 0.00224333 0.00794423 0.00675581 0.00546982 0.00423942 0.0021227 0.00303079
internal_count=3121 2974 2484 2302 1188 811 1114 953 830 680 377 487
is_linear=0
shrinkage=0.00892851


Tree=2504
num_leaves=18
num_cat=0
split_feature=1213 1374 453 457 484 4 160 52 2 2 4 0 16 13 4 12 13
split_gain=0.000428642 0.000240383 0.000244447 0.000286013 0.00030213 0.00023671 0.000265624 0.000208375 0.000207177 0.000389846 0.000239734 0.000171486 0.000232645 0.000198519 0.000175156 0.000138967 8.98451e-05
threshold=-1.0000000180025095e-35 -0.094929999999999987 1.0000000180025095e-35 0.092360000000000012 -1.0000000180025095e-35 0.27044500000000005 -0.091944999999999985 -0.40306999999999998 0.10097500000000002 0.10882500000000002 0.010840000000000001 -0.059114999999999994 -0.083134999999999987 -0.012549999999999997 0.0061450000000000003 0.08401500000000002 -0.0051199999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 -3 6 -6 -8 11 -10 -11 12 13 -9 -14 -13 -7
right_child=1 2 -4 -5 5 16 7 8 9 10 -12 15 14 -15 -16 -17 -18
leaf_value=-0.001069106570007336 -0.0007670719723735721 -0.00072322721516308365 -0.00075141338347198348 0.00097289551869950998 -0.00064915031091361043 0.00028191479563604866 -0.00054300551448033837 0.00086515684799381878 -0.001028675207944285 0.00066306471054413101 -0.0003991959792844745 0.0012060433635680218 -0.00050834858199012964 1.017106050428703e-05 0.00031008190514149157 0.00034739498847510288 0.00097751815250150982
leaf_weight=0.0010907917814728515 0.0010540475414551045 0.0013258987208702539 0.0010062438166980039 0.001061597322432827 0.001446577642299233 0.0010246244331077528 0.0012491727680000063 0.0019000455960992424 0.0010522100767805789 0.001444497711641568 0.0010833025105501382 0.0010182075444755785 0.0017161778653360243 0.0013560433182323835 0.0013703173086648535 0.0011923417530113056 0.0011463556750161931
leaf_count=491 55 467 79 86 302 193 262 160 68 108 43 69 422 148 39 32 97
internal_value=0 2.78189e-05 6.8903e-05 0.000111479 6.15779e-05 0.000122789 4.57181e-05 0.000120831 0.000189176 -0.000155596 0.000207827 0.000333485 0.000190794 0.000509086 -0.000144988 0.0007429 0.000649218
internal_weight=0 0.0214477 0.0203936 0.0193874 0.0183258 0.0169999 0.0148289 0.0133823 0.0121331 0.00358001 0.0025278 0.00855313 0.00634258 0.00325609 0.0030865 0.00221055 0.00217098
internal_count=3121 2630 2575 2496 2410 1943 1653 1351 1089 219 151 870 769 308 461 101 290
is_linear=0
shrinkage=0.00170698


Tree=2505
num_leaves=13
num_cat=0
split_feature=403 403 160 52 42 43 3 42 4 15 16 4
split_gain=5.01377e-05 7.95374e-05 0.000100851 0.000258576 0.000176298 0.000148785 0.000138393 0.000119995 0.000104764 0.000112894 9.86932e-05 0.000149574
threshold=0.096440000000000012 0.0071950000000000009 -1.0000000180025095e-35 -0.013374999999999998 -1.0000000180025095e-35 -0.074359999999999996 -0.080734999999999987 0.082250000000000004 0.24564500000000003 -0.095869999999999983 0.22339500000000004 -0.0024449999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -4 6 -6 8 9 -7 11 -11
right_child=-2 -3 4 -5 5 7 -8 -9 -10 10 -12 -13
leaf_value=0.0014984620273930721 -0.002526021996134345 0.003287950010363006 -0.0031601021607872226 -0.0052219460077650021 0.0012149308683539089 -0.0030349120642118336 0.0067180041895788739 -0.003517155144613148 0.0039807682232432624 0.0057491507486364963 -0.0017582276952195083 -0.00018098453399847917
leaf_weight=0.0014945229143825669 0.001002025331748496 0.0010006779350986436 0.0015528831850380479 0.001562030178595868 0.0015149587403645425 0.0011902609553757822 0.0010201410206120949 0.0010133989862868321 0.0011096595077160765 0.0010226361678993285 0.0010923605283987836 0.0012746082127270573
leaf_count=314 233 165 572 571 234 38 234 377 119 76 122 66
internal_value=0 0.000143325 -8.39197e-05 -0.00193596 0.000440674 0.00104595 0.0034294 0.000144514 0.000796718 2.52517e-05 0.00109983 0.00245886
internal_weight=0 0.0148481 0.0138475 0.00305655 0.0107909 0.00923802 0.0025351 0.00670292 0.00568953 0.00457987 0.0033896 0.00229724
internal_count=3121 2888 2723 885 1838 1266 468 798 421 302 264 142
is_linear=0
shrinkage=0.01155


Tree=2506
num_leaves=14
num_cat=0
split_feature=2 52 52 4 15 15 3 12 2 1 1 12 15
split_gain=5.09811e-05 5.44476e-05 0.000107903 0.000134752 0.000161446 0.000218968 0.00033448 0.00021454 0.000181271 0.000261905 0.000313571 4.96343e-05 3.94245e-05
threshold=-0.0091949999999999983 0.19022000000000003 0.11008000000000001 -0.46376499999999993 -0.016799999999999995 0.035560000000000008 -0.014944999999999998 0.088305000000000008 0.089885000000000007 0.11181500000000001 0.091785000000000019 0.091545000000000015 -0.099734999999999976
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 8 6 -6 -7 12 10 -10 -9 -5
right_child=1 -3 -4 4 5 7 -8 11 9 -11 -12 -13 -14
leaf_value=0.0021225502215849808 -0.0040319038154551659 -0.002369933773853018 0.0030427552976761783 -0.0021994833661931989 -0.00015405653049050362 -0.0040838246382281212 0.0084541431687619236 0.0033157244124604754 -0.0013131870454493261 -0.0031145590788446173 0.0068156889564419806 5.445269905881407e-05 -0.0051443124012476504
leaf_weight=0.0011694185427599457 0.0010100711840752589 0.0012003830516894168 0.0012088034001973324 0.0010011737084534497 0.0010377995011651708 0.0011348585036938456 0.0010181240364792658 0.0010478730780097631 0.0011170563640132735 0.0015623687466676806 0.0010464543289621653 0.0010778932161829569 0.0010716885722181647
leaf_count=179 153 348 165 133 205 431 54 180 348 192 122 312 299
internal_value=0 -0.000193265 2.68535e-06 -0.000300386 3.87056e-05 0.00138174 0.00410885 -0.000337791 -0.00119265 0.00021453 0.00261862 0.00166206 -0.00372199
internal_weight=0 0.0145345 0.0133342 0.0121254 0.0111153 0.00531655 0.00205592 0.00326062 0.00579874 0.00372588 0.00216351 0.00212577 0.00207286
internal_count=3121 2942 2594 2429 2276 1182 259 923 1094 662 470 492 432
is_linear=0
shrinkage=0.0106704


Tree=2507
num_leaves=11
num_cat=0
split_feature=1 3 42 133 15 2 1 0 48 15
split_gain=5.77656e-05 9.10438e-05 8.45325e-05 8.00277e-05 8.99899e-05 0.000124813 0.000163821 9.42285e-05 0.000126564 5.90065e-05
threshold=0.12500000000000003 0.11296500000000002 0.092145000000000019 0.083950000000000011 0.035560000000000008 0.099515000000000006 0.11061500000000002 -0.10151999999999999 0.085130000000000025 0.083935000000000023
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 5 7 -7 8 -1 -5
right_child=1 -3 -4 9 -6 6 -8 -9 -10 -11
leaf_value=0.0022871262462154382 0.0039341746737903416 -0.00075817850928493462 -0.0024776067595877484 0.00036380161408715203 -0.0027061357804393986 0.0044717405308268496 -0.0012692012527621976 -0.0028382484755065072 -0.0027409380700047182 0.0040014031280040038
leaf_weight=0.0017147876134029358 0.0011211332848736601 0.0010058721198534862 0.0019427556897287446 0.0013090517102485088 0.0017538930717350947 0.0015570685430635473 0.0010789663079819045 0.0019774532201396614 0.0010259573370072772 0.0010152260047426587
leaf_count=102 149 130 566 500 667 266 89 428 52 172
internal_value=0 0.00171514 -0.000293856 7.72382e-05 -0.00040135 0.000148313 0.00212189 -0.000954316 0.000404945 0.00195268
internal_weight=0 0.00212701 0.0133752 0.0114324 0.00910813 0.00735423 0.00263603 0.0047182 0.00274074 0.00232428
internal_count=3121 279 2842 2276 1604 937 355 582 154 672
is_linear=0
shrinkage=0.0113235


Tree=2508
num_leaves=16
num_cat=0
split_feature=1213 147 11 52 1374 475 15 4 4 151 0 4 16 43 12
split_gain=0.000523839 0.000216888 0.000300315 0.000201872 0.000186679 0.000150006 0.000145411 0.000249984 0.000176518 0.000204088 0.000254345 0.000135344 0.000133563 0.000168651 0.000122686
threshold=-1.0000000180025095e-35 0.089025000000000007 0.087830000000000005 0.19022000000000003 -0.035729999999999991 -1.0000000180025095e-35 -0.15914499999999995 0.25615500000000008 0.16173500000000005 -0.016164999999999995 -0.084269999999999984 0.053180000000000012 0.0065250000000000004 -0.074359999999999996 0.088365000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 -6 -7 8 9 -8 11 -11 14 -14 -12
right_child=1 -3 -4 -5 5 6 7 -9 -10 10 12 -13 13 -15 -16
leaf_value=-0.0011974523308401009 -0.00059328037058306766 0.00081001882023511141 -0.0008714484647072174 -0.00056223012725287787 -0.00037695063067909519 0.00075430196969262229 0.0007064862425651265 -0.00063969363967355879 0.00084621215871878523 -0.00078791934697501674 0.00089210404344716851 1.4992050067273051e-05 0.0003865947416067287 -0.00033464023387343893 0.00013222963395567857
leaf_weight=0.0010802287702368135 0.0010691317626938526 0.0010689409298197559 0.0011184660426656326 0.0014663368582777938 0.0014438815736903315 0.0013563346103832195 0.0017180220207573165 0.0010982809392219286 0.0012544043323288187 0.0013642035199019353 0.001395480705149027 0.0011930321379835795 0.002000625327436889 0.00193203078022227 0.0011963107524639235
leaf_count=491 62 122 118 333 361 239 212 71 31 332 133 84 136 125 271
internal_value=0 4.62851e-05 4.6466e-06 5.76474e-05 0.000111047 0.00015825 0.000211512 0.000155537 0.000227993 0.000156186 5.2083e-05 -0.000413336 0.000234502 3.22673e-05 0.000541364
internal_weight=0 0.0206755 0.0196065 0.0184881 0.0170217 0.0159526 0.0145087 0.0131524 0.0120541 0.0107997 0.00908168 0.00255724 0.00652445 0.00393266 0.00259179
internal_count=3121 2630 2508 2390 2057 1995 1634 1395 1324 1293 1081 416 665 261 404
is_linear=0
shrinkage=0.00174112


Tree=2509
num_leaves=12
num_cat=0
split_feature=484 42 47 42 3 0 13 2 4 4 16
split_gain=5.05648e-05 5.69858e-05 8.78312e-05 9.12287e-05 0.000106481 0.000118039 0.000233294 9.46166e-05 8.40592e-05 0.000128537 6.11089e-05
threshold=-0.0068949999999999992 0.10256000000000001 0.11069000000000002 -1.0000000180025095e-35 -0.10023499999999998 -0.083914999999999976 -0.094514999999999988 0.084055000000000005 0.0052350000000000009 0.23246000000000003 -0.0083599999999999976
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 10 7 -7 -6 -9 -10 -5
right_child=1 -3 -4 4 5 6 -8 8 9 -11 -12
leaf_value=-0.0022299100248388379 -0.0020210503347869906 -0.0020386966972293845 0.0027243396741402828 0.00056657272065532296 0.0027798723635948101 0.001196434952152951 -0.0057765036441128452 -0.0024138571931621071 0.0031738263526683874 -0.0015605859696041498 0.0040116956179522805
leaf_weight=0.0010526765671280891 0.0019617721887910207 0.0011994497564802474 0.0015021910885038197 0.0010382953277891897 0.001624373464936644 0.0010611153220211923 0.001039458949618397 0.0012845254858835781 0.0012930085656109591 0.0012194052053569569 0.0012320401465417737
leaf_count=503 779 311 112 99 155 63 434 351 84 100 130
internal_value=0 0.000144855 0.000342428 3.8013e-05 0.000450525 -0.000148792 -0.00225409 0.00066694 -0.000236997 0.00087597 0.00243613
internal_weight=0 0.0144556 0.0132562 0.011754 0.00979222 0.00752189 0.00210057 0.00542131 0.00379694 0.00251241 0.00227034
internal_count=3121 2618 2307 2195 1416 1187 497 690 535 184 229
is_linear=0
shrinkage=0.0104612


Tree=2510
num_leaves=12
num_cat=0
split_feature=124 40 48 1 52 12 2 13 0 3 12
split_gain=5.32184e-05 7.74679e-05 0.000138634 0.000153106 0.0001255 0.000105348 9.61144e-05 0.00010726 0.000102777 0.000211881 9.57685e-05
threshold=-0.043384999999999993 -0.063404999999999989 0.11951500000000001 0.111945 0.11125500000000001 0.09141500000000001 0.088225000000000012 -0.099939999999999987 -0.17169499999999996 -0.091054999999999983 0.081420000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 6 -5 10 -8 -9 -10 -3
right_child=1 2 -4 5 -6 -7 7 8 9 -11 -12
leaf_value=0.0018842579207683657 -0.0026022157080657134 0.00065352693075470972 -0.0031931486001167135 0.0040336046731809109 -0.0027989358049434021 0.00031398084360465542 0.0034896659414995175 0.0024999846924109183 0.0017401032421396942 -0.0033388226485787224 -0.0024520900183969412
leaf_weight=0.0011357148255717363 0.0010047523201591026 0.0015309958163804995 0.0010270618165213472 0.0013420447143821243 0.0013570147495501209 0.0011928201360300039 0.0011032336598097991 0.0011975721093797631 0.0014178556793927877 0.0013113081893604264 0.0017822171856648017
leaf_count=259 109 116 86 171 404 114 65 64 221 527 985
internal_value=0 -0.00016411 2.06039e-05 0.00029038 -0.000230406 0.00228328 0.000187364 0.000980686 0.000275777 -0.000700218 -0.00101702
internal_weight=0 0.0142669 0.0132621 0.0122351 0.0097002 0.00253486 0.00834318 0.00502997 0.00392674 0.00272916 0.00331321
internal_count=3121 2862 2753 2667 2382 285 1978 877 812 748 1101
is_linear=0
shrinkage=0.00910708


Tree=2511
num_leaves=17
num_cat=0
split_feature=1213 147 124 159 50 48 51 160 3 12 15 48 4 3 15 16
split_gain=0.000455387 0.000189922 0.000202727 0.000271564 0.000170943 0.000133013 0.000139776 0.000249154 0.000186894 0.000186724 0.000237594 0.000199942 0.000183188 0.000173266 0.000165517 0.000116284
threshold=-1.0000000180025095e-35 0.089025000000000007 0.0049200000000000008 -0.032739999999999991 0.088280000000000011 0.11951500000000001 -0.076794999999999988 -0.027994999999999996 0.076840000000000006 0.10673000000000001 0.091295000000000015 0.095425000000000024 -0.0024449999999999997 -0.049509999999999992 -0.10091499999999999 -0.08231999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 6 8 -8 -5 10 11 12 13 15 -14 -9
right_child=1 -3 -4 4 -6 -7 7 9 -10 -11 -12 -13 14 -15 -16 -17
leaf_value=-0.0010205259530170492 -0.00076788100078205843 0.00069523438366480531 0.00067700517679992306 0.00010646494505647721 0.00057387667827823747 -0.00055041726285391256 0.0007396064584962121 0.00027542770636888197 -0.00081813979466137691 -0.00061365140667493656 0.00067044737068565276 0.00058595891308825944 -5.4621577391217806e-06 0.00059541507879337348 -0.00070211584521663866 -0.00041324496838194283
leaf_weight=0.0010035025562500034 0.0011110963647832711 0.0010253192815536894 0.0010315049168633577 0.0010561199145974068 0.0012400863546371743 0.0010636963494512494 0.0012354261544743122 0.0010116310741976622 0.0010343592994230821 0.0010479260832605411 0.0013659185512326236 0.0010966209075462651 0.0014831956729079083 0.0012015832579862222 0.001810041823721634 0.0013931851938539675
leaf_count=491 399 122 70 317 284 65 227 159 76 107 121 93 139 92 141 218
internal_value=0 4.78326e-05 1.13251e-05 -2.87109e-05 2.24924e-05 -2.37088e-05 1.70787e-05 8.31567e-05 -0.000351025 5.25208e-06 7.45271e-05 -2.72678e-05 -0.000124733 0.000116001 -0.00038836 -0.000123542
internal_weight=0 0.0192077 0.0181824 0.0171509 0.0160398 0.0147997 0.013736 0.0116455 0.00209048 0.0104101 0.00936218 0.00799626 0.00689964 0.0036064 0.00329324 0.00240482
internal_count=3121 2630 2508 2438 2039 1755 1690 1297 393 1070 963 842 749 469 280 377
is_linear=0
shrinkage=0.00154607


Tree=2512
num_leaves=11
num_cat=0
split_feature=147 11 13 1 43 47 0 0 2 4
split_gain=4.80281e-05 0.000105315 7.68252e-05 0.000147253 0.000215585 0.000156055 0.00012981 0.000112325 8.9136e-05 8.15849e-05
threshold=0.086575000000000013 0.079915000000000014 -0.0034749999999999994 0.08844500000000001 0.016310000000000002 0.087885000000000019 -0.019414999999999998 -0.10096999999999999 0.083215000000000011 0.033845000000000007
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 -5 7 8 -4 -10
right_child=-2 -3 6 5 -6 -7 -8 -9 9 -11
leaf_value=-0.0025712751086489865 0.0019692557155417418 -0.0028534815442812183 0.0017949064813532411 0.0046598654567738783 0.0022869292531303626 -0.0001316745591899782 0.0018526923567317175 -0.0035160949898805673 0.00020081663170065488 -0.0031503966940270838
leaf_weight=0.0019219789054797016 0.0010628225964799736 0.0012385929814480176 0.0011751696839743531 0.0014984813656821441 0.0015341495518039552 0.0011015877169957885 0.001570836687287456 0.0015350283177202242 0.001429293177110047 0.0012917536341685576
leaf_count=1087 155 192 29 506 252 158 121 449 94 78
internal_value=0 -0.000160196 9.52657e-05 0.000892346 -0.000414755 0.0026298 -0.00059414 -0.00130182 -0.00042944 -0.00139009
internal_weight=0 0.0142969 0.0130583 0.0060562 0.00345613 0.00260007 0.00700208 0.00543124 0.00389622 0.00272105
internal_count=3121 2966 2774 2003 1339 664 771 650 201 172
is_linear=0
shrinkage=0.00966451


Tree=2513
num_leaves=13
num_cat=0
split_feature=1 457 15 11 47 2 133 43 4 52 0 15
split_gain=4.81116e-05 7.5473e-05 0.000137531 0.000108985 0.000102547 0.000138765 0.000111192 0.000187947 0.000168097 0.000167678 8.52427e-05 4.72202e-05
threshold=0.12500000000000003 0.088350000000000026 0.091915000000000011 0.080455000000000013 0.090280000000000013 0.11293500000000002 0.091410000000000005 -0.08287499999999999 -0.077834999999999988 -0.0064899999999999992 -0.10324499999999999 -0.037864999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 7 -1 -9 -10 -6 -2
right_child=11 -3 -4 -5 10 -7 -8 8 9 -11 -12 -13
leaf_value=0.0040061065914504526 -7.1741370520314167e-05 0.0020055103279166776 -0.0040298198583924522 -0.0033461847330499383 -0.0039786030421250888 0.0038634195005822509 -0.0028310348362082772 -0.0034767854499522799 -0.0020002545392619419 0.0032242497562714285 0.00024036001049786154 0.0030099500414347844
leaf_weight=0.0013675694208514604 0.0010718638763816553 0.0014038534263589942 0.0010624347716166683 0.0010217879079625911 0.0010139469855744432 0.0012368094356991766 0.0011158381811210366 0.001270729824656691 0.0011041697134520421 0.0015578161179614328 0.0010010942031354331 0.0010213911247359954
leaf_count=366 224 140 449 156 61 196 295 465 219 290 205 55
internal_value=0 -0.000242053 -0.000510535 -0.00016076 0.000175901 0.000717905 0.000111557 0.000731044 -0.000407832 0.00105717 -0.00188258 0.00143195
internal_weight=0 0.013156 0.0117522 0.0106898 0.00966797 0.00765293 0.00641612 0.00530029 0.00393272 0.00266199 0.00201504 0.00209326
internal_count=3121 2842 2702 2253 2097 1831 1635 1340 974 509 266 279
is_linear=0
shrinkage=0.0102561


Tree=2514
num_leaves=17
num_cat=0
split_feature=1213 453 16 159 43 47 47 15 15 15 4 15 403 15 43 16
split_gain=0.0004406 0.000196488 0.000233915 0.000180897 0.000177399 0.000193931 0.000312483 0.000186891 0.000189366 0.000198702 0.000185727 0.000220868 0.000185831 0.000246923 0.000109759 8.57181e-05
threshold=-1.0000000180025095e-35 1.0000000180025095e-35 -0.48836499999999994 -0.032739999999999991 0.18116500000000002 0.09550500000000002 0.077555000000000013 -0.10653 -0.0063699999999999989 -0.083359999999999976 -0.35136499999999998 0.090615000000000015 0.03138500000000001 1.0000000180025095e-35 -0.071044999999999983 -0.5315899999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 15 -4 5 6 7 -5 9 -9 -10 12 13 -12 -7 -2
right_child=1 -3 3 4 -6 14 -8 8 10 -11 11 -13 -14 -15 -16 -17
leaf_value=-0.0011429087996886037 0.00028006632046762882 -0.00072536815372488688 -0.00057948562617892059 0.00084494666888122879 -0.00063510607942114791 0.00025529008858363845 -0.00087665106771831597 4.8704165954685493e-05 -0.00026141582024855981 -0.00096225099015448737 0.00094234116605099757 -0.00018514182276837971 0.0012981983018965613 -0.00027222490485230219 0.0010535929523276433 0.0009720297510326032
leaf_weight=0.0010699487463322636 0.0011706560656187977 0.0010151728400976381 0.0015182923644084167 0.0010867715389725795 0.0010649106917638715 0.0012565154562069747 0.0011110721860082282 0.0015869072243006243 0.0019043709418149505 0.0010668617428726841 0.0011689903751575578 0.0014247099578927475 0.0010478886424767353 0.0010360576970987693 0.0010271234219836204 0.0011791392486637546
leaf_count=491 119 79 399 165 148 99 92 243 149 333 83 238 54 243 64 122
internal_value=0 5.07327e-05 9.29775e-05 1.59527e-05 7.71107e-05 0.000132402 3.61434e-05 0.000134392 5.07816e-05 -0.000357718 0.000215482 0.000409638 0.000670137 0.000371669 0.000614347 0.000627297
internal_weight=0 0.0196654 0.0186503 0.0163005 0.0147822 0.0137173 0.0114336 0.0103226 0.00923579 0.00265377 0.00658202 0.00467765 0.00325294 0.00220505 0.00228364 0.0023498
internal_count=3121 2630 2551 2310 1911 1763 1600 1508 1343 576 767 618 380 326 163 241
is_linear=0
shrinkage=0.00181146


Tree=2515
num_leaves=16
num_cat=0
split_feature=147 124 159 403 403 42 13 47 16 2 3 1 1 1 16
split_gain=0.000231404 0.000237609 0.000215104 0.000163087 0.000261192 0.000226658 0.000254018 0.000222872 0.000325616 0.000223415 0.000380459 0.000267948 0.000460472 0.000190279 9.29064e-05
threshold=0.089025000000000007 0.0049200000000000008 -0.032739999999999991 0.10301500000000001 0.08332500000000001 -1.0000000180025095e-35 0.10820000000000002 0.09550500000000002 0.22339500000000004 0.11215000000000001 0.096675000000000011 0.094385000000000011 0.086560000000000012 1.0000000180025095e-35 -0.11676499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 -4 7 8 9 10 11 12 13 -7 -9
right_child=-2 -3 3 -5 -6 6 -8 14 -10 -11 -12 -13 -14 -15 -16
leaf_value=-0.0007952638902632462 0.00074902550654842382 0.00071013239683903151 -0.00059206188202407016 -0.0006857788345446677 0.00073968407673426207 -0.00025915568987288761 0.00068038544621185331 6.4591254964565823e-05 -0.00093763465679139494 -0.00056758534088704863 0.00092523994433823717 0.00064693893666913505 -0.0010966910914260704 0.00064562581078542918 0.00072537065575208927
leaf_weight=0.0011211967142410731 0.0010128474765176863 0.0010320798244051283 0.0019518597409961666 0.0010311675187220396 0.0011528843419596471 0.0016053753637371446 0.0013531931331832022 0.0011739699681103978 0.0013240179721108547 0.001795992270565306 0.0011853792203510988 0.0010041602644608521 0.0013112310980421538 0.0010253023219493063 0.0011184988899443091
leaf_count=409 124 71 613 190 101 510 69 62 231 171 40 169 160 78 123
internal_value=0 -5.56345e-05 -9.91688e-05 -5.33485e-05 -1.25944e-05 -7.10018e-05 7.85586e-06 -7.09789e-05 -0.000184461 -5.86676e-05 9.04019e-05 -0.000109676 -0.000302416 9.34814e-05 0.000386986
internal_weight=0 0.0191863 0.0181542 0.017033 0.0160019 0.014849 0.0128971 0.0115439 0.00925146 0.00792744 0.00613145 0.00494607 0.00394191 0.00263068 0.00229247
internal_count=3121 2997 2926 2517 2327 2226 1613 1544 1359 1128 957 917 748 588 185
is_linear=0
shrinkage=0.0016407


Tree=2516
num_leaves=13
num_cat=0
split_feature=42 42 43 40 133 3 2 1 2 4 0 11
split_gain=5.01082e-05 9.38497e-05 8.97836e-05 0.000234196 0.000162517 0.000156494 0.000116412 0.000276157 0.0001783 7.45776e-05 7.24816e-05 3.94162e-05
threshold=-0.11051499999999999 -0.088669999999999985 0.16180500000000003 -0.013874999999999998 0.091410000000000005 -0.11255999999999998 0.092365000000000017 0.10508500000000001 0.088475000000000012 0.071150000000000005 -0.10224499999999999 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 5 11 8 -8 10 -9 -7 -5
right_child=1 2 -4 4 -6 6 7 9 -10 -11 -12 -13
leaf_value=-0.0022059488359245354 0.0031513937946439897 0.0045269936407060524 -0.0030525999521458752 0.003937721857085485 -0.0042785594543628585 -0.0030096805932817339 -0.0064527203534154006 0.0020509371146284283 0.0039169206978939535 -0.0017618864467813973 0.00036186537644838663 0.0011933544632069368
leaf_weight=0.0010618622273659882 0.0010553973280238568 0.0012105253668907795 0.0010322271286477063 0.0010780215321747402 0.0010293629847516932 0.0010816389896993782 0.0010784569670825861 0.0010336412448428423 0.0012063224312564638 0.0012288124348094065 0.0019663591511765886 0.0012219086378513211
leaf_count=181 211 267 196 79 474 85 269 88 166 101 825 179
internal_value=0 0.00014984 -9.07435e-05 0.000161197 -0.000322569 8.89608e-05 -0.000634982 -0.00209646 0.000512711 -1.99318e-05 -0.000834591 0.00247969
internal_weight=0 0.0142227 0.0131673 0.012135 0.0109245 0.00989516 0.00759523 0.00334091 0.00425432 0.00226245 0.003048 0.00229993
internal_count=3121 2940 2729 2533 2266 1792 1534 458 1076 189 910 258
is_linear=0
shrinkage=0.0104612


Tree=2517
num_leaves=15
num_cat=0
split_feature=1213 147 484 50 43 15 3 150 43 3 0 3 1 15
split_gain=0.00041517 0.000226376 0.000216982 0.000183037 0.000160897 0.000141529 0.000197085 0.000189201 0.000186348 0.000336333 0.000192235 0.000118758 0.000112684 0.000105576
threshold=-1.0000000180025095e-35 0.089025000000000007 -0.0068949999999999992 0.099210000000000007 0.016310000000000002 -0.10653 0.10893000000000001 0.086615000000000011 -0.083684999999999996 -0.08824499999999999 -0.10151999999999999 -0.059315 0.111945 -0.098289999999999975
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 12 7 8 9 -7 13 -6 -4 -10
right_child=1 -3 3 -5 11 6 -8 -9 10 -11 -12 -13 -14 -15
leaf_value=-0.0010003980794425454 -0.00063415747820075785 0.00073550799756491256 -3.2989066328988172e-05 0.00070145726812464613 -6.2713822696262502e-06 -0.00019764712927012053 -0.00073219013533955041 -0.00059022019506569984 -0.00024871574365684275 0.00079324130510141969 -0.00058650539067829936 0.00061649517985958968 0.00058943797756374908 0.00047431673913743595
leaf_weight=0.0010579638675242481 0.0013319658490606586 0.0011218215854758946 0.001822253247623638 0.0010172363641928047 0.001492390001358701 0.0017896065021481521 0.0013851701477614062 0.0015622051545082227 0.0010198770524656453 0.0017558782227997671 0.0018857471485884628 0.0016887775586571499 0.0012820170335938212 0.0010714814127734656
leaf_count=491 474 122 143 198 194 166 73 182 15 160 585 97 158 63
internal_value=0 3.32601e-05 -7.9759e-06 3.89531e-05 -1.26814e-06 -7.75743e-05 -0.000167008 -8.08339e-05 2.49496e-05 0.000293084 -0.000214085 0.000324335 0.000224064 0.000121721
internal_weight=0 0.0202264 0.0191046 0.0177726 0.0167554 0.0135742 0.01047 0.0090848 0.00752259 0.00354548 0.00397711 0.00318117 0.00310427 0.00209136
internal_count=3121 2630 2508 2034 1836 1545 1244 1171 989 326 663 291 301 78
is_linear=0
shrinkage=0.00160853


Tree=2518
num_leaves=16
num_cat=0
split_feature=1213 124 4 403 42 160 474 151 3 4 15 2 52 4 1
split_gain=0.000463641 0.000153626 0.000186491 0.000268611 0.00033559 0.000247062 0.000421734 0.000303858 0.000246604 0.00017039 0.000223417 0.000190981 0.000246409 0.000115577 0.000107076
threshold=-1.0000000180025095e-35 0.0049200000000000008 -0.49405499999999997 0.03138500000000001 -1.0000000180025095e-35 -1.0000000180025095e-35 0.084660000000000027 -0.090369999999999992 0.084940000000000015 0.27044500000000005 -0.10324499999999999 0.10803500000000001 -1.0000000180025095e-35 0.053180000000000012 0.089475000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 -4 6 8 -7 -6 10 -9 12 14 -14 -12
right_child=1 -3 3 -5 5 7 -8 9 -10 -11 11 -13 13 -15 -16
leaf_value=-0.0010846798649452262 -0.00057732041476338562 0.0006609368455362301 -0.00074644482282226364 0.00067040836742704121 -0.0013395707523000903 -0.00064673330104555635 0.0005346475555447033 -0.00051428612936302092 -0.00020826638072884583 0.00085043058154901424 0.00041496597488009667 -0.00012242853695723562 0.00050118347580074742 0.0011764265500577293 -0.00032210016574438059
leaf_weight=0.0010301223580435467 0.0013453912532188595 0.0010326350578674153 0.0015101426343980271 0.0017260217599871222 0.0010120398260457216 0.0010419298892152548 0.0010058421369441781 0.0010277179666378063 0.0010639699080583487 0.001253067303186829 0.0011035529904027041 0.0019909226071628261 0.0015219775754979781 0.0012368859742184213 0.0010218310105984396
leaf_count=491 151 71 494 198 458 87 174 60 56 168 161 163 226 38 125
internal_value=0 4.56432e-05 1.00705e-05 5.79196e-05 -1.35596e-05 6.97825e-05 -0.000337303 0.000192806 -0.000759769 0.000288344 0.00019922 0.000305877 0.000480463 0.000803916 6.06032e-05
internal_weight=0 0.0188939 0.0178613 0.0165159 0.0147899 0.0132797 0.00308185 0.0101979 0.00207601 0.00915596 0.00790289 0.00687517 0.00488425 0.00275886 0.00212538
internal_count=3121 2630 2559 2408 2210 1716 688 1028 514 941 773 713 550 264 286
is_linear=0
shrinkage=0.0016407


Tree=2519
num_leaves=12
num_cat=0
split_feature=484 15 15 156 151 150 12 47 4 0 12
split_gain=5.27429e-05 7.52117e-05 6.63022e-05 5.99328e-05 0.000121274 0.000101359 8.65929e-05 0.000106659 9.52024e-05 8.55236e-05 7.09538e-05
threshold=-0.0068949999999999992 -0.24436499999999997 -0.11713499999999999 0.08426500000000002 -0.077429999999999985 0.087380000000000013 0.088305000000000008 0.09550500000000002 0.09173000000000002 -0.10096999999999999 0.091545000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 -4 6 7 9 10 -6 -8
right_child=1 2 3 -5 5 -7 8 -9 -10 -11 -12
leaf_value=-0.0024680506025389452 0.0030778426061066951 -0.0025933201704254694 0.0040160789730980763 -0.0021949901085358478 0.00051792303535226787 -0.0030192738049092957 0.0028571947860452744 0.0020436258463874543 0.0043014635435739933 -0.0034201257875108439 -0.00076528399740492835
leaf_weight=0.0010486573859230545 0.0010514743228079845 0.0012116324821634375 0.0011010412784912245 0.0012178188456393119 0.0011779153670365972 0.0012074725263544481 0.0010889884723809112 0.0013037963631297167 0.0012214926726340364 0.0017691194524857602 0.0019081153402712332
leaf_count=503 232 187 226 336 97 86 260 53 78 520 543
internal_value=0 0.000163164 -6.88807e-05 0.0001861 0.000455144 4.99797e-05 0.000487558 -0.000653065 0.0016369 -0.00184611 0.000550933
internal_weight=0 0.0142589 0.0132074 0.0119958 0.0107779 0.0096769 0.00846943 0.00425083 0.0042186 0.00294703 0.0029971
internal_count=3121 2618 2386 2199 1863 1637 1551 670 881 617 803
is_linear=0
shrinkage=0.0113235


Tree=2520
num_leaves=17
num_cat=0
split_feature=1213 147 52 1374 148 11 16 0 12 13 0 4 12 43 42 2
split_gain=0.000518254 0.00025723 0.000232438 0.000224472 0.000239986 0.000211268 0.000139789 0.000192582 0.000257695 0.000184331 0.000248953 0.000258421 0.000132076 0.000200971 9.9363e-05 5.99973e-05
threshold=-1.0000000180025095e-35 0.089025000000000007 0.19022000000000003 -0.08070999999999999 -1.0000000180025095e-35 0.087830000000000005 0.071345000000000006 -0.077999999999999986 0.085885000000000017 -0.012549999999999997 -0.10607499999999999 0.25615500000000008 0.097825000000000009 -0.085254999999999984 0.08623500000000002 0.092235000000000025
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 -5 6 7 9 -9 14 11 -11 13 -8 15 -6
right_child=1 -3 -4 4 5 -7 12 8 -10 10 -12 -13 -14 -15 -16 -17
leaf_value=-0.0012205971328032588 -0.00074684526558332844 0.00087806907900315112 -0.00066073092584413248 -0.00072497335122611846 -9.4316129371460969e-05 -0.0006306195681016585 0.00016320216975736459 0.0012829649614246059 0.00013348095905926902 0.00063148159734514658 -0.00067019216367811578 -0.00042268273982165128 0.00040702784606168644 -0.00074641861221807961 0.00078873891851282307 0.00050425998602264164
leaf_weight=0.0010667175467184596 0.0010330191049936479 0.0011157705081880553 0.0015409195814854162 0.0010324776017357476 0.0010182979908444703 0.0010054222558393269 0.0016502034149190326 0.0013353976466566183 0.0011404298708851957 0.0019163529838674975 0.0014176429945575806 0.0011882131013770669 0.0013505532710857329 0.0014298508380750875 0.0017436097223636135 0.0010972138034180956
leaf_count=491 54 122 338 67 306 112 94 193 217 104 264 44 81 262 272 100
internal_value=0 4.83021e-05 1.77708e-06 5.73841e-05 0.000105335 0.000157951 0.000209812 0.000318297 0.000753483 0.000189744 -5.35554e-05 0.00022802 -5.60279e-05 -0.00025907 0.000474847 0.000216136
internal_weight=0 0.0210154 0.0198996 0.0183587 0.0173257 0.0162932 0.0152878 0.0108572 0.00247583 0.00838133 0.00452221 0.00310457 0.00443061 0.00308005 0.00385912 0.00211551
internal_count=3121 2630 2508 2170 2116 2049 1937 1500 410 1090 412 148 437 356 678 406
is_linear=0
shrinkage=0.00177594


Tree=2521
num_leaves=19
num_cat=0
split_feature=1213 1374 453 457 484 4 1 160 4 0 50 42 0 52 2 49 15 3
split_gain=0.000494776 0.000246952 0.000266453 0.000304909 0.0003127 0.000279746 0.000256669 0.00020672 0.000193926 0.000181737 0.000243777 0.00020645 0.000252767 0.00019189 0.000159613 0.000157051 0.000330625 9.20032e-05
threshold=-1.0000000180025095e-35 -0.094929999999999987 1.0000000180025095e-35 0.092360000000000012 -1.0000000180025095e-35 0.27044500000000005 0.111945 -0.091944999999999985 -0.51843499999999987 -0.019414999999999998 0.077805000000000013 0.088200000000000014 -0.10011499999999998 0.0046550000000000003 0.086885000000000004 -0.006494999999999999 -0.10324499999999999 -0.014944999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 -3 7 -7 -6 -9 10 11 12 15 -14 -13 -10 -17 -11
right_child=1 2 -4 -5 5 6 -8 8 9 17 -12 14 13 -15 -16 16 -18 -19
leaf_value=-0.0011865494650255951 -0.00081671527283941282 -0.00075762576306881457 -0.00078450706035679176 0.0011043764554173547 -0.00060412391098591228 0.00015950059446620665 0.0014039759865903953 -0.00060829395771081732 -0.00036725788432802494 0.0003070086299244242 0.00091508619998938352 -4.2974353441339569e-05 -0.0012697269610659979 -0.00015406893557012968 0.00090809649477136662 -0.00045616452886114293 0.00086775645818258672 0.00098229070754359579
leaf_weight=0.0011253782247025576 0.0010368426477098671 0.0013395743764248241 0.0010837051064974393 0.0010161926791205636 0.0013848112938917865 0.0011317827968535523 0.0010468289552372917 0.0010710604760752968 0.00170386079689272 0.0014587091115433048 0.0010243385741424129 0.0011335601967151117 0.0010211899837501296 0.0010025089121891151 0.0011836393688526153 0.0010277336868736997 0.0015562453798352296 0.0012122347476643596
leaf_count=491 55 467 79 86 302 62 228 40 82 121 172 105 282 204 186 50 61 48
internal_value=0 4.56919e-05 8.95286e-05 0.00013857 8.49334e-05 0.000151488 0.000757474 6.21636e-05 0.000131046 0.000195301 7.95896e-05 -1.95942e-05 -0.00018937 -0.000717047 0.000442838 5.96734e-05 0.000341189 0.000613492
internal_weight=0 0.0214348 0.020398 0.0193143 0.0182981 0.0169585 0.00217861 0.0147799 0.0133951 0.012324 0.00965308 0.00862874 0.00631154 0.0020237 0.0023172 0.00428784 0.00258398 0.00267094
internal_count=3121 2630 2575 2496 2410 1943 290 1653 1351 1311 1142 970 679 486 291 193 111 169
is_linear=0
shrinkage=0.00181146


Tree=2522
num_leaves=11
num_cat=0
split_feature=42 43 131 133 16 16 160 0 49 13
split_gain=4.85943e-05 8.44125e-05 0.000103338 9.22775e-05 0.000116602 0.000124927 0.000125484 0.000106206 0.000193294 0.000125598
threshold=-0.11051499999999999 -0.17390999999999998 0.08844500000000001 0.10051500000000001 0.15891500000000003 0.0047850000000000011 -1.0000000180025095e-35 -0.10224499999999999 -0.043469999999999995 -0.014169999999999999
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 5 6 -3 8 -8 -9
right_child=1 2 -4 -5 -6 -7 7 9 -10 -11
leaf_value=-0.0019887119925692752 0.0022929112550857701 -0.0027194069484039849 -0.0028987969413307823 0.0029432345945955701 -0.0028473102072189018 0.0027493239542340023 0.0018133751443256379 -0.00042722862786244886 -0.0027510771904033283 0.0036883152223862168
leaf_weight=0.0010838245453933205 0.0015126786845180437 0.0015328525973009009 0.0011397241529649089 0.0010092277140251156 0.0012827830637749471 0.0015676578283990968 0.00154193241465167 0.0012948126930485289 0.0019784588690109901 0.0014892017908216875
leaf_count=181 138 507 431 311 311 194 111 430 176 331
internal_value=0 0.000133577 -0.00012088 0.000149794 -0.000113987 0.000258824 -0.000239341 0.000363662 -0.000751846 0.00177422
internal_weight=0 0.0143493 0.0128367 0.0116969 0.0106877 0.00940492 0.00783726 0.00630441 0.00352039 0.00278401
internal_count=3121 2940 2802 2371 2060 1749 1555 1048 287 761
is_linear=0
shrinkage=0.00966451


Tree=2523
num_leaves=12
num_cat=0
split_feature=1 13 3 15 52 0 4 0 15 0 13
split_gain=4.87798e-05 9.74483e-05 9.48947e-05 9.12874e-05 8.0599e-05 0.000126868 0.000219543 0.000216409 0.000210566 0.000150402 3.83613e-05
threshold=0.11323000000000001 -0.073839999999999975 0.10732000000000001 0.091915000000000011 0.11434500000000002 -0.077999999999999986 -0.49405499999999997 -0.10011499999999998 -0.0063699999999999989 -0.17169499999999996 -0.0034749999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 4 5 7 -7 8 9 -1 -8
right_child=1 2 -4 -5 -6 6 10 -9 -10 -11 -12
leaf_value=0.0012322428518639357 0.0035843998204036919 0.0015037312190513798 -0.0025350320246468644 -0.0032150710671930106 -0.0025532191662737545 -0.0020744151107196639 0.0048115663195978514 -0.0041538455827090431 0.0043657252522679444 -0.0030143292829074141 0.0021825370872505384
leaf_weight=0.0018531874229643641 0.0010920173935818414 0.0015680219049066827 0.0010036001307387465 0.0010558097550100341 0.0012023218360559642 0.0010370392865042266 0.0012582834696137149 0.0014029965068540363 0.0010984096219863763 0.001665893827573206 0.0010891034991271113
leaf_count=102 226 187 53 454 233 129 233 1087 77 190 150
internal_value=0 0.00101755 -7.24348e-05 -0.000339077 -5.28102e-05 0.000266842 0.00185558 -0.00062627 0.000445562 -0.000778037 0.00359179
internal_weight=0 0.00366364 0.00257162 0.011663 0.0106072 0.00940491 0.00338443 0.00602049 0.00461749 0.00351908 0.00234739
internal_count=3121 466 240 2655 2201 1968 512 1456 369 292 383
is_linear=0
shrinkage=0.0102561


Tree=2524
num_leaves=17
num_cat=0
split_feature=1213 147 484 150 151 52 42 4 160 43 52 15 133 52 2 0
split_gain=0.000541713 0.000253937 0.000238348 0.000204982 0.000160345 0.000220457 0.000178581 0.000230684 0.000196564 0.000222608 0.000259628 0.000320103 0.00024071 0.000219011 0.00011241 0.000108748
threshold=-1.0000000180025095e-35 0.089025000000000007 -0.0068949999999999992 0.098740000000000008 -0.033849999999999991 -0.046924999999999988 -0.11051499999999999 0.40473500000000007 -0.090969999999999981 -0.074359999999999996 -0.085984999999999992 -0.10469999999999999 0.086910000000000015 0.092965000000000006 0.088225000000000012 -0.059114999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 -4 -6 8 -8 12 -11 -12 15 14 -13 -10
right_child=1 -3 3 -5 6 -7 7 -9 9 10 11 13 -14 -15 -16 -17
leaf_value=-0.0012250095809887996 -0.00073980934013027357 0.00088311686627385851 0.00025710943555413155 -0.00060773922900562039 -0.00048632980643566485 -0.00080372284550083025 -0.00056932033224982531 0.00098427830623722492 0.00058318130115585665 -0.00073272582234451653 -0.00066085652347352389 0.00030305901098853517 -5.8025710627790446e-05 -0.00022850912805844504 0.00092878402978312929 0.0013437335075999939
leaf_weight=0.0010870337830200761 0.001260477539220292 0.0010208703808812702 0.0010969731481288436 0.0013491074296441479 0.0011468894622124566 0.0012948583078868916 0.001026861005892595 0.0011234044254018966 0.0013188446322809355 0.0010871718307719986 0.0010820094093779717 0.0017484563681123113 0.001164820337128239 0.0012767429549738196 0.0017330219527059709 0.0010036419597270205
leaf_count=491 474 122 169 154 102 83 250 208 115 205 72 240 153 120 111 52
internal_value=0 3.75025e-05 -8.62851e-06 4.41789e-05 9.87941e-05 -0.00031719 0.000171356 0.000231388 0.000157464 0.000229123 4.85159e-05 0.000193946 0.000587893 0.000388326 0.000614535 0.000911847
internal_weight=0 0.0197342 0.0187133 0.0174528 0.0161037 0.00239183 0.0137119 0.012565 0.0114416 0.0104147 0.0069274 0.00584023 0.00348731 0.00475822 0.00348148 0.00232249
internal_count=3121 2630 2508 2034 1880 252 1628 1526 1318 1068 748 543 320 471 351 167
is_linear=0
shrinkage=0.00174112


Tree=2525
num_leaves=18
num_cat=0
split_feature=1213 147 124 484 50 48 2 51 4 51 16 52 3 15 0 2 3
split_gain=0.000410557 0.0002295 0.000213749 0.000262733 0.000223131 0.000183028 0.000187842 0.000260287 0.000218591 0.000268594 0.000242015 0.000406636 0.000202928 0.00016345 0.000255181 0.00014624 0.000134849
threshold=-1.0000000180025095e-35 0.089025000000000007 0.093335000000000015 -0.0068949999999999992 0.099210000000000007 0.11951500000000001 0.11474000000000002 0.087505000000000013 -0.49405499999999997 -0.076794999999999988 -0.026164999999999997 0.090245000000000006 0.076840000000000006 0.088235000000000022 -0.14116499999999996 0.097070000000000004 -0.083924999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 6 7 8 -5 12 11 13 -10 14 -11 -12 -16
right_child=1 -3 -4 4 -6 -7 -8 -9 9 10 15 -13 -14 -15 16 -17 -18
leaf_value=-0.0010055597298608027 -0.00076853258802162113 0.00078341428603715508 0.0007350504773079744 -0.00064998534075663185 0.00075941764424792451 -0.00073528890477799489 0.00054235130179034049 -0.00074631585473150541 6.2368156822713489e-05 0.00061379484191842395 0.00030805051463130527 -0.00092509567691817474 -0.00097189638428146026 0.00071798137122836177 0.0002010325746984055 0.0011001009682403292 -0.00057163053746303821
leaf_weight=0.0011293263074229195 0.0013275211470372408 0.0010750476512931184 0.0010221862323051547 0.0012468635798481504 0.0010297285299437622 0.0010058972951298975 0.0016109624556970787 0.0013974684829207171 0.0010770820013300307 0.0014543381354039644 0.0015876231074073719 0.0010338045799643952 0.0010484808377526633 0.00137760599225345 0.0010604592621835619 0.0011088174613705926 0.0015678840626585618
leaf_count=491 471 122 53 97 194 62 243 128 204 53 236 230 37 96 153 91 160
internal_value=0 3.02101e-05 -1.03642e-05 -5.06056e-05 3.52415e-06 -4.34296e-05 1.26391e-06 -6.11748e-05 1.50383e-05 8.8314e-05 0.000212306 3.73153e-05 -0.000447806 0.00021953 5.13392e-05 0.000633754 -0.000259884
internal_weight=0 0.0210318 0.0199567 0.0189345 0.017607 0.0165773 0.0155714 0.0139604 0.012563 0.0113161 0.00919053 0.00649409 0.00212556 0.00546029 0.00408268 0.00269644 0.00262834
internal_count=3121 2630 2508 2455 1984 1790 1728 1485 1357 1260 1019 692 241 462 366 327 313
is_linear=0
shrinkage=0.00167351


Tree=2526
num_leaves=16
num_cat=0
split_feature=124 147 159 12 12 12 51 150 47 2 0 12 15 49 4
split_gain=0.00022616 0.000218173 0.000223713 0.000185479 0.000200729 0.000200344 0.000160701 0.000165602 0.000384089 0.000198447 0.000146013 0.000135208 0.000207672 0.000118825 4.64393e-05
threshold=0.08919500000000001 0.089025000000000007 -0.032739999999999991 0.10866500000000003 0.097825000000000009 0.092355000000000007 -0.076794999999999988 -1.0000000180025095e-35 0.09550500000000002 0.086885000000000004 -0.084804999999999978 0.088930000000000023 -0.091604999999999978 -0.048674999999999989 -0.080924999999999983
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 6 -4 -8 9 10 -9 12 -11 -14 -15
right_child=-2 -3 3 -5 -6 -7 7 8 -10 11 -12 -13 13 14 -16
leaf_value=-0.00081259121068771661 0.00074499014030108863 0.00069350114197985193 -0.00043175789169378213 -0.00062957251303445672 0.00052706546821788955 -0.00074107532986840224 -0.00055621109503698537 -0.00079124149477341249 0.00088856514192233544 0.00055018923507461665 4.7663086033470808e-05 0.00060082857755976182 -0.00067943105535404533 0.00024339516371007266 -0.00023697787301121321
leaf_weight=0.0010890858943314137 0.0010136789105079083 0.0010054545090243143 0.0019956726717723717 0.0013472164265564785 0.0017586854099460496 0.0010765798630606943 0.0010133997875360077 0.0012456154508502862 0.0015540058253909758 0.0013789442093388102 0.0010124606920373473 0.0014058321370816751 0.0010030443621528232 0.0010851415891914989 0.001081794226730149
leaf_count=409 60 123 307 188 219 328 96 348 120 162 324 149 89 67 132
internal_value=0 -5.0331e-05 -9.17711e-05 -4.54792e-05 4.92695e-06 -6.13627e-05 -4.08582e-06 7.50862e-05 0.000140589 -9.40457e-07 -0.000415099 0.000156111 1.8672e-05 -0.000212538 3.57967e-06
internal_weight=0 0.0190529 0.0180475 0.0169584 0.0156112 0.0138525 0.0127759 0.0107802 0.00976684 0.00821283 0.00225808 0.00595476 0.00454892 0.00316998 0.00216694
internal_count=3121 3061 2938 2529 2341 2122 1794 1487 1391 1271 672 599 450 288 199
is_linear=0
shrinkage=0.0016407


Tree=2527
num_leaves=12
num_cat=0
split_feature=484 4 150 42 47 133 4 15 52 0 15
split_gain=4.63864e-05 6.97671e-05 5.73495e-05 6.44386e-05 0.000101451 0.000102817 0.000116262 0.000122184 0.000114981 0.000132494 4.69544e-05
threshold=-0.0068949999999999992 0.27044500000000005 0.098740000000000008 0.10194000000000002 0.11312500000000002 0.083950000000000011 0.055260000000000011 0.024640000000000006 1.0000000180025095e-35 -0.11991499999999998 0.083935000000000023
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 6 7 8 9 -2 -7
right_child=1 -3 -4 -5 -6 10 -8 -9 -10 -11 -12
leaf_value=-0.0023967224304502041 0.0027976740040025045 0.0022252503751289325 -0.0028481000820957014 -0.0027338818746098894 0.0035461315850352278 0.00056894922960324507 -0.0040580897389608499 -0.0030643345537566041 0.0040300511653584871 -0.0023005391150152719 0.0039226468883608008
leaf_weight=0.0010624528685529407 0.0011634101262432139 0.0019514045434325189 0.001019345728544045 0.0010358056676676138 0.0012152987313738964 0.0013125006064794598 0.0012480451112613089 0.0014200213853722797 0.0011912004258735134 0.0018053876901245828 0.0010373803999501052
leaf_count=503 78 346 153 252 78 311 96 656 150 329 169
internal_value=0 0.0001541 -0.000170573 6.8233e-05 0.000347496 -7.60519e-05 -0.000807553 -8.05274e-05 0.000937999 -0.000302655 0.00204948
internal_weight=0 0.0143998 0.0124484 0.0114291 0.0103932 0.00917795 0.00682806 0.00558002 0.00416 0.0029688 0.00234988
internal_count=3121 2618 2272 2119 1867 1789 1309 1213 557 407 480
is_linear=0
shrinkage=0.011781


Tree=2528
num_leaves=12
num_cat=0
split_feature=2 2 52 4 13 12 2 13 1 3 1
split_gain=4.76748e-05 5.48213e-05 0.000109674 0.00012525 9.7722e-05 0.000101828 0.000132755 8.22546e-05 6.97915e-05 0.00021986 4.07253e-05
threshold=-0.0091949999999999983 0.10005000000000001 -0.0064899999999999992 0.0052350000000000009 -0.086589999999999986 0.090545000000000014 0.088225000000000012 -0.08971999999999998 0.10557500000000002 0.11924500000000002 0.085110000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 10 -4 6 -6 -3 -9 -10 -2
right_child=1 7 4 -5 5 -7 -8 8 9 -11 -12
leaf_value=0.0020567662377872372 -0.0023517960744407615 0.0023754341347139601 -0.0022342613008838417 0.00037094555307057113 -4.1187122792161866e-05 -0.0011862855649730345 0.005079709943958911 -0.0020296302446595558 0.0044026887401822064 -0.0021311402944575409 -0.0053587324065396099
leaf_weight=0.001166114202399436 0.0010098916480403208 0.0019735192612131205 0.0013143435788106495 0.0012836219126090634 0.0011534537105084954 0.0013339128632474488 0.0011521336910789159 0.0015793432019852137 0.00108391081756692 0.0012774234192898248 0.0010419444614910983
leaf_count=179 443 198 303 100 427 461 130 439 204 58 179
internal_value=0 -0.000187571 -0.000747517 -0.00224329 0.000259598 0.00116021 0.0025178 0.000597247 -0.000293282 0.000868049 -0.00387875
internal_weight=0 0.0142035 0.0082893 0.00333546 0.00495384 0.0036395 0.00230559 0.0059142 0.00394068 0.00236133 0.00205184
internal_count=3121 2942 2043 722 1321 1018 557 899 701 262 622
is_linear=0
shrinkage=0.0106704


Tree=2529
num_leaves=12
num_cat=0
split_feature=41 133 0 42 133 16 4 16 15 160 3
split_gain=5.0131e-05 6.15348e-05 0.000122543 9.64716e-05 8.72673e-05 0.000115704 9.75e-05 0.00014386 0.000292181 0.000100348 7.0619e-05
threshold=0.078065000000000009 0.10722500000000001 -0.019414999999999998 -1.0000000180025095e-35 0.061605000000000007 -0.29154999999999992 0.076415000000000025 -0.056919999999999991 -0.0088349999999999974 0.083670000000000008 -0.034684999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 -5 7 9 -9 -7 -4
right_child=-2 -3 10 4 -6 6 -8 8 -10 -11 -12
leaf_value=-0.0033694093196237926 -0.0029381673012058166 -0.0030126249413470292 0.001297302825784977 -0.0036201638922288932 0.0037569544704922557 0.0038191765727617578 0.0037962300337341034 -0.0080838470448526215 0.0015219756555941335 -0.0015131727455482595 0.0058781384694996854
leaf_weight=0.0015175872188905462 0.0010067416721939995 0.0010222226392264779 0.0015948442870727612 0.0014706678401088628 0.0011754710224360755 0.0017254570076985568 0.0013659374300144869 0.0010413170365123799 0.0013086755366130826 0.0010333698708681061 0.0010044738765653044
leaf_count=660 154 415 181 180 500 312 82 245 218 53 121
internal_value=0 0.000186403 0.000433432 -0.000210156 0.000315498 -0.000193641 0.000584654 -0.00027402 -0.00273451 0.00182185 0.00306751
internal_weight=0 0.01426 0.0132378 0.0106385 0.0091209 0.00794542 0.00647476 0.00510882 0.00234999 0.00275883 0.00259932
internal_count=3121 2967 2552 2250 1590 1090 910 828 463 365 302
is_linear=0
shrinkage=0.0135326


Tree=2530
num_leaves=20
num_cat=0
split_feature=1213 453 1374 457 484 52 1 160 133 42 51 2 2 160 1 47 16 2 13
split_gain=0.000468483 0.000270418 0.000294322 0.000323818 0.000293093 0.000294819 0.000298511 0.000154901 0.000175952 0.000221423 0.000203068 0.000219691 0.000193516 0.000200588 0.000210248 0.000266515 0.000194602 0.000132579 0.000108969
threshold=-1.0000000180025095e-35 1.0000000180025095e-35 -0.094929999999999987 0.092360000000000012 -1.0000000180025095e-35 -0.40306999999999998 0.13210500000000003 -0.098904999999999979 0.10722500000000001 -1.0000000180025095e-35 -0.076794999999999988 0.121465 0.11144000000000001 0.088020000000000015 0.092695000000000013 0.09055500000000001 -0.082779999999999979 0.090790000000000023 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 -4 -6 7 -7 9 17 -11 12 13 14 16 -16 -12 -9 -18
right_child=1 -3 3 -5 5 6 -8 8 -10 10 11 -13 -14 -15 15 -17 18 -19 -20
leaf_value=-0.0010748471200312804 -0.00079843379302590284 -0.00079345106166540036 -0.0006850435337925942 0.0010609392757699224 -0.00066007461203053028 -0.00048185886940040333 0.00091777312419277595 -0.00070171206170190179 -0.0004379041123424817 -0.00030893806884472216 0.0012672496633951268 -0.00030933954392782937 0.0012050104609565605 -0.00027809456924955976 0.00072245690352746412 -0.00051488871736537719 5.6949850783811748e-05 0.00016494266117021594 0.00083215931312829506
leaf_weight=0.0011741372984560494 0.0010639267772361008 0.0010978038579245444 0.0013792515576206968 0.0010177478599806547 0.0012660030028513449 0.0011463700545064738 0.0015103596340542902 0.0010431653743186312 0.0012481703013572107 0.0012296176012335834 0.0014915571675464551 0.0010280655140914169 0.0010683095611014326 0.0010103632172934196 0.0010217005626771969 0.0010072833215986066 0.0010103639407700853 0.0010145500592524392 0.0011074957388714918
leaf_count=491 55 79 467 86 262 308 191 235 231 126 61 58 54 69 95 25 79 124 25
internal_value=0 3.20995e-05 7.59573e-05 0.00012342 7.20733e-05 0.000132774 0.000195755 0.000120167 0.000172133 0.000235414 0.000340587 0.000431914 0.000530664 0.000422311 0.000547819 0.00010818 0.000794956 -0.000274411 0.000462331
internal_weight=0 0.0217621 0.0206643 0.0196004 0.0185826 0.0172034 0.0159374 0.014427 0.0132806 0.0120325 0.00997476 0.00874514 0.00771707 0.00664876 0.0056384 0.00202898 0.00360942 0.00205772 0.00211786
internal_count=3121 2630 2551 2496 2410 1943 1681 1490 1182 951 592 466 408 354 285 120 165 359 104
is_linear=0
shrinkage=0.00170698


Tree=2531
num_leaves=12
num_cat=0
split_feature=14 2 40 3 2 48 0 12 403 42 0
split_gain=4.76414e-05 8.7581e-05 0.000117307 0.00014321 0.000262348 0.000114932 0.00012176 0.00010595 0.000145784 0.00023914 0.000126342
threshold=-0.18536 0.10912000000000001 -1.0000000180025095e-35 0.10299500000000002 0.092875000000000013 0.12230500000000001 -0.13843999999999998 0.084100000000000022 0.03138500000000001 0.088200000000000014 -0.10224499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 7 6 -3 10 9 -9 -4
right_child=1 5 3 -5 -6 -7 -8 8 -10 -11 -12
leaf_value=-0.0021245518855615877 -0.0036405388846899012 0.0059561843038635461 -9.473985808720712e-06 0.0035718963895261307 -0.0047477890687147974 -0.0013386498948388685 0.00082279873184648469 -0.0054743565624376855 0.0027333773664142392 0.00087920841273520975 0.0047604350540098742
leaf_weight=0.0012171002369803551 0.0011709623104306901 0.0010289127240565091 0.0015204819665836644 0.0012584206458048372 0.0014436641366727676 0.0010347727124513373 0.0012752337218112546 0.0013245795979382859 0.0011190066696793143 0.0016267328698014831 0.0012445244702534919
leaf_count=136 200 110 98 89 431 85 341 761 210 421 239
internal_value=0 0.000165015 -0.00032446 8.26736e-05 -0.000447694 0.00173483 0.0031151 0.000460513 -0.000678649 -0.00197234 0.00213745
internal_weight=0 0.0140473 0.0107084 0.00953741 0.00827899 0.00333892 0.00230415 0.00683533 0.00407032 0.00295131 0.00276501
internal_count=3121 2985 2449 2249 2160 536 451 1729 1392 1182 337
is_linear=0
shrinkage=0.0111015


Tree=2532
num_leaves=19
num_cat=0
split_feature=1213 1374 457 11 48 2 159 52 133 47 42 3 13 52 49 3 16 15
split_gain=0.000627003 0.000207068 0.000219645 0.000278756 0.000234008 0.000225369 0.000285584 0.0002683 0.000235073 0.00023176 0.000207899 0.00030581 0.0004897 0.00025116 0.000181259 0.000158134 0.000187997 0.000127824
threshold=-1.0000000180025095e-35 -0.094929999999999987 0.092360000000000012 0.087830000000000005 -0.086869999999999989 0.11293500000000002 0.091530000000000014 0.11125500000000001 0.099660000000000012 0.077555000000000013 0.09112000000000002 -0.059315 -0.076599999999999988 -0.0027449999999999996 0.055245000000000009 -0.074084999999999998 -0.056919999999999991 -0.020484999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 -3 6 7 8 9 10 11 12 -6 -13 17 -11 -17 -7
right_child=1 2 -4 -5 5 14 -8 -9 -10 15 -12 13 -14 -15 -16 16 -18 -19
leaf_value=-0.0012252114411102101 -0.00068422444135298605 -0.00062634926895229566 0.00086376687443679302 -0.00077090098387620515 0.00071120176627280157 0.0012150608591507306 -0.00080431178505895582 -0.00055600406224904698 -0.00042661678986507688 0.00053562698918094265 0.0011354162508730216 0.00026097132409040553 -0.00095588165969671414 0.0013387766177396106 3.153466077016781e-05 0.00014111850528933156 -0.00082083000675248761 0.00039805454957738323
leaf_weight=0.0011713641529939858 0.0010417682457217739 0.001185991564710275 0.0010307822365067656 0.0011213172448705224 0.001014935018258928 0.0011980639830482982 0.0010363595464404863 0.0014652904080260367 0.001410541231507992 0.0010119441401458401 0.001280356411151499 0.0013777460816301705 0.0010390262164403294 0.001160726478936577 0.0012903240483743902 0.0013924501138040668 0.0010297627517985575 0.0010443893643645721
leaf_count=491 55 66 89 118 262 182 209 333 265 123 99 144 306 66 156 52 40 65
internal_value=0 5.78058e-05 9.62838e-05 5.47759e-05 0.00010639 0.000158266 5.5913e-05 0.00012909 0.000222756 0.000321174 0.000527157 0.000357576 -0.000132117 0.000753802 0.000541255 -3.10804e-05 -0.000267838 0.000834552
internal_weight=0 0.0211318 0.02009 0.0190592 0.0179379 0.0167519 0.0132191 0.0121828 0.0107175 0.00930695 0.00587279 0.00459243 0.00205396 0.00253847 0.00353278 0.00343416 0.00242221 0.00224245
internal_count=3121 2630 2575 2486 2368 2302 1899 1690 1357 1092 877 778 568 210 403 215 92 247
is_linear=0
shrinkage=0.00170698


Tree=2533
num_leaves=11
num_cat=0
split_feature=124 457 1 151 2 52 42 13 15 4
split_gain=5.12821e-05 7.06342e-05 0.00011983 9.81033e-05 0.000118196 0.000118186 8.22118e-05 0.000109476 0.000269013 0.000152973
threshold=-0.043384999999999993 0.080930000000000016 0.12500000000000003 -0.076249999999999984 0.11293500000000002 0.10160000000000001 0.086325000000000013 -0.0034749999999999994 -0.094549999999999981 -0.077679999999999985
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 6 7 9 -9 -5
right_child=1 -3 -4 4 -6 -7 -8 8 -10 -11
leaf_value=0.0018562579101568046 -0.0034608775881632753 0.0014652626144989816 0.0017955944240200261 0.003904205571926229 0.0018114432569209555 -0.0034700803569679517 -0.0024429224262162599 0.0016893412794206876 -0.0036945198011465743 -0.00096364269161732679
leaf_weight=0.0011262655431773108 0.0010259721371994471 0.0019099740019439286 0.0017385826145131763 0.0011519037107211418 0.0015409500657096323 0.001287599409941647 0.0013663588404865673 0.0015208357516853371 0.0015585876798733826 0.0010004499245648488
leaf_count=259 221 204 196 303 252 420 511 58 411 286
internal_value=0 -0.000163165 -0.000418287 -0.000786521 -0.000495452 -0.000946242 -0.000453725 6.57846e-05 -0.00103559 0.00164155
internal_weight=0 0.0141012 0.0121912 0.0104527 0.00942669 0.00788574 0.00659814 0.00523178 0.00307942 0.00215235
internal_count=3121 2862 2658 2462 2241 1989 1569 1058 469 589
is_linear=0
shrinkage=0.00910708


Tree=2534
num_leaves=11
num_cat=0
split_feature=52 52 14 52 0 1 0 13 2 52
split_gain=5.50635e-05 0.000109235 9.16593e-05 9.93076e-05 0.000151442 0.000116605 0.000244247 0.000130816 0.000132431 4.98422e-05
threshold=-0.24456499999999998 -0.081429999999999989 -0.10708499999999999 -0.0064899999999999992 -0.17169499999999996 0.11551000000000002 -0.10224499999999999 -0.084319999999999992 0.095195000000000016 0.08976000000000002
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 -4 -5 6 -6 -8 9 -9
right_child=1 2 3 4 5 -7 7 8 -10 -11
leaf_value=-0.0022545560430288084 0.0029436974113176829 -0.0037025844884254681 -0.0026350787229832491 0.0043778767557864709 -0.0053546131008857158 0.0035994506854930748 -0.0024069809342668297 0.0018654988548642559 -0.0015663281377833033 0.0053916905593490924
leaf_weight=0.0014898011493241015 0.0019119647837734623 0.0010329157982846395 0.0016588657329488785 0.0013719055954704408 0.0013323202655435582 0.0011251496032328411 0.0015846765587078054 0.0013419727564794423 0.0011724084076164317 0.0010924502123903848
leaf_count=364 407 101 391 106 192 187 331 512 259 271
internal_value=0 0.000227337 -0.000216079 0.000121126 0.000627969 -4.46072e-05 -0.000673089 0.000528351 0.001818 0.00344788
internal_weight=0 0.0136246 0.0117127 0.0106797 0.00902088 0.00764898 0.00652383 0.00519151 0.00360683 0.00243442
internal_count=3121 2757 2350 2249 1858 1752 1565 1373 1042 783
is_linear=0
shrinkage=0.0122569


Tree=2535
num_leaves=16
num_cat=0
split_feature=1213 453 147 484 4 160 15 42 52 4 0 0 0 47 52
split_gain=0.0004253 0.000262094 0.0002175 0.000268677 0.000186832 0.000234143 0.000211789 0.000318654 0.000268977 0.000238277 0.000399058 0.00017973 0.000351605 0.000144105 0.000191134
threshold=-1.0000000180025095e-35 1.0000000180025095e-35 0.089025000000000007 -1.0000000180025095e-35 0.40473500000000007 -0.091944999999999985 0.088235000000000022 0.08623500000000002 0.10347000000000002 -0.46376499999999993 -0.019414999999999998 -0.10151999999999999 -0.077999999999999986 0.09550500000000002 -0.068719999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 -5 8 -8 9 -7 11 13 -13 14 -11
right_child=1 -3 -4 4 -6 6 7 -9 -10 10 -12 12 -14 -15 -16
leaf_value=-0.001021658235039372 -0.00066027696494213597 -0.00075767681193885847 0.00080000927047659182 -0.00063473806414397435 0.00061665037725363984 -0.00084721309515892608 -2.9434860973650131e-05 0.0010101326704340572 0.0005918326982687689 0.00022718249001601605 0.00089987347551538795 -0.0011867169667131095 1.6829118156534213e-05 0.00054860153496312384 -0.00050482180135822958
leaf_weight=0.0010387111372712711 0.0013311993258464721 0.0010281589919346181 0.0010164813114641692 0.0012379789519207764 0.0015814738872502029 0.0010214615673991246 0.0015892722142951824 0.001467216028464835 0.0016420898571212214 0.0019294253690337326 0.0010564117391150957 0.0011026443435091463 0.0014591095500730514 0.0010646888452754411 0.0017692204179816633
leaf_count=491 478 79 114 305 232 124 163 161 55 99 54 439 203 26 98
internal_value=0 3.36182e-05 7.58409e-05 3.55113e-05 9.025e-05 3.59792e-05 9.48617e-05 0.000469592 -8.83716e-06 -0.000113735 -2.43457e-05 -0.000157635 -0.000501208 2.71408e-05 -0.000122966
internal_weight=0 0.0202968 0.0192687 0.0182522 0.016921 0.0153395 0.0141015 0.00305649 0.0110451 0.00940296 0.0083815 0.00732509 0.00256175 0.00476333 0.00369865
internal_count=3121 2630 2551 2437 1959 1727 1422 324 1098 1043 919 865 642 223 197
is_linear=0
shrinkage=0.00160853


Tree=2536
num_leaves=15
num_cat=0
split_feature=1213 453 4 1 15 133 160 42 47 43 43 0 1 1
split_gain=0.000473872 0.0002632 0.000272923 0.000202519 0.000174906 0.00020854 0.000270043 0.000224057 0.000211939 0.000195643 0.000203294 0.000360038 0.000218788 7.94266e-05
threshold=-1.0000000180025095e-35 1.0000000180025095e-35 0.24564500000000003 0.111945 -0.10469999999999999 -0.083244999999999986 -1.0000000180025095e-35 -1.0000000180025095e-35 0.092165000000000011 -0.084004999999999982 0.07827000000000002 -0.088099999999999984 0.094465000000000007 0.089770000000000016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 -4 -2 -6 13 -8 9 -9 11 12 -11 -7
right_child=1 -3 3 -5 5 6 7 8 -10 10 -12 -13 -14 -15
leaf_value=-0.0012039891724586727 -0.00071329595578954145 -0.00083267062793503652 0.00011939972928549625 0.00097587800805568102 0.00067382137427156113 -0.000930780703698677 -0.00046909669311969918 0.00062185281411010821 0.0010216711036212748 -0.000353021111757358 0.00049745886081053797 -0.0010909149482860522 0.00071817444496851519 -0.00023726304450606735
leaf_weight=0.0010743866041279726 0.0011015016211307028 0.0010792275948602039 0.0018714933608313528 0.0018988020835597414 0.0016258417958510624 0.0012085823623708301 0.0019457526985892154 0.0019525558547861263 0.0010073686716509656 0.0015297488394352505 0.0015980769395476102 0.0012759065479515004 0.0011331086629287057 0.0010567168794959197
leaf_count=491 188 79 127 266 262 472 281 157 66 73 36 410 55 158
internal_value=0 5.51876e-05 0.00010508 0.000550741 -3.78039e-06 5.07439e-05 -2.89728e-05 9.64771e-05 0.000225993 0.00011897 -5.83712e-05 -0.000283888 0.000102798 -0.000607269
internal_weight=0 0.0202847 0.0192055 0.0037703 0.0154352 0.0143337 0.0127078 0.0104425 0.00849677 0.0074894 0.00553684 0.00393876 0.00266286 0.0022653
internal_count=3121 2630 2551 393 2158 1970 1708 1078 797 731 574 538 128 630
is_linear=0
shrinkage=0.00184769


Tree=2537
num_leaves=15
num_cat=0
split_feature=1213 147 11 133 160 457 4 52 42 4 12 4 0 16
split_gain=0.000447524 0.000212529 0.000222144 0.000175933 0.000263007 0.000249587 0.000244347 0.000233933 0.000198478 0.000284071 0.000157826 0.00024793 0.00013528 9.81684e-05
threshold=-1.0000000180025095e-35 0.089025000000000007 0.087830000000000005 -0.083244999999999986 -1.0000000180025095e-35 -0.0029299999999999994 0.24564500000000003 -0.013374999999999998 0.088200000000000014 0.08184000000000001 0.084290000000000018 -0.080364999999999978 -0.11242999999999999 0.16703000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 7 -6 8 -5 9 10 11 -7 -13 -10
right_child=1 -3 -4 4 5 6 -8 -9 13 -11 -12 12 -14 -15
leaf_value=-0.0011154235693502182 0.00052770748393169678 0.00078887443355940101 -0.00077120491150371956 3.8026377306423353e-05 -0.00069379209922851564 0.00099189211041872871 0.00085810915068129233 -0.0008698613735966729 0.00086341564483488728 -0.0007841233864936927 -0.00029313929370663967 0.00036867836362721465 -0.00037006709188215083 0.00015176963048291984
leaf_weight=0.00102606202275552 0.0019481413813345035 0.0010484080788151278 0.0010306938115780531 0.001563777821947175 0.0010495714856351432 0.0010859428983536201 0.0013479124401519571 0.0017550844108281845 0.0011810680586583806 0.0012844947529600248 0.0019842578708651314 0.0016063524296465181 0.0013123560792809384 0.0010824598325338414
leaf_count=491 351 122 118 279 120 90 149 498 232 46 339 83 92 111
internal_value=0 4.15117e-05 -1.46414e-06 4.4658e-05 -1.70368e-05 0.000101165 0.000177819 -0.000442084 8.16695e-05 -5.57044e-05 0.000100526 0.000295583 3.65119e-05 0.000523094
internal_weight=0 0.0192805 0.0182321 0.0172014 0.0152533 0.0119344 0.0108848 0.00331886 0.00953693 0.0072734 0.00598891 0.00400465 0.00291871 0.00226353
internal_count=3121 2630 2508 2390 2039 1262 1142 777 993 650 604 265 175 343
is_linear=0
shrinkage=0.00170698


Tree=2538
num_leaves=17
num_cat=0
split_feature=1213 0 403 147 52 15 0 42 52 4 49 151 4 4 1 3
split_gain=0.000479675 0.000234065 0.000226374 0.000222395 0.000209307 0.000567801 0.000276003 0.000186166 0.000214101 0.000327946 0.000280934 0.000216993 0.000174392 0.000124608 0.000103941 6.70179e-05
threshold=-1.0000000180025095e-35 0.18019500000000002 0.092070000000000013 0.089025000000000007 0.10160000000000001 -0.03241999999999999 -0.019414999999999998 -0.0060199999999999993 0.0031350000000000002 -0.04890499999999999 -0.081404999999999991 -0.044604999999999992 -0.27825499999999997 0.053180000000000012 0.10708500000000001 0.088060000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 6 -6 7 -2 9 -9 -11 -12 -8 -13 -15 -16
right_child=1 -3 -4 -5 5 -7 12 8 -10 10 11 13 -14 14 15 -17
leaf_value=-0.0012011230773690403 -0.00065298197606111254 0.00082704642422968427 0.00077898986069317559 0.00076473632871836917 0.00032059901741899856 -0.0013617160114349092 8.6352044295685422e-05 -0.0010371229741621135 0.00071674540192158886 0.00072851263519480513 -0.00083287427742954401 -0.00038468485569148543 0.0011371452193936723 0.00065064962002965663 0.00030862577399594934 -0.00032944527071854772
leaf_weight=0.0010418618739641622 0.0017724386193314736 0.0012243500277335949 0.0011756788285793946 0.0010536213198810143 0.0012560047806244867 0.0013834427240539673 0.0010503057702482277 0.0011005497996188357 0.0011570858278493702 0.0014831191132630584 0.0012226727623303483 0.0016793154105063822 0.0010231020560079627 0.0011869386636173818 0.0010598948833119848 0.0011014881988399283
leaf_count=491 447 36 120 114 236 251 155 190 158 108 227 295 86 69 92 46
internal_value=0 5.97246e-05 9.5007e-06 -4.21064e-05 -9.3702e-05 -0.000561171 -4.53029e-06 -0.000111939 -1.59569e-05 -0.000111927 1.97381e-05 -0.000148445 0.000604855 1.80015e-05 0.000219965 -1.65492e-05
internal_weight=0 0.01993 0.0187057 0.01753 0.0164764 0.00263945 0.0138369 0.0117635 0.00999106 0.00883398 0.00773343 0.00625031 0.00207341 0.00502764 0.00334832 0.00216138
internal_count=3121 2630 2594 2474 2360 487 1873 1632 1185 1027 837 729 241 502 207 138
is_linear=0
shrinkage=0.00181146


Tree=2539
num_leaves=18
num_cat=0
split_feature=1213 147 11 133 160 474 457 4 42 4 51 1 12 42 0 133 47
split_gain=0.000419216 0.00026342 0.000252579 0.000203468 0.000268774 0.000317531 0.000248359 0.000339362 0.000345454 0.0003261 0.000247732 0.000239055 0.000220602 0.000202281 0.000170261 0.000186408 0.000147486
threshold=-1.0000000180025095e-35 0.089025000000000007 0.088215000000000002 -0.083244999999999986 -1.0000000180025095e-35 0.084660000000000027 -0.0029299999999999994 0.24564500000000003 0.088200000000000014 0.08184000000000001 0.012085000000000002 0.10538500000000002 0.088305000000000008 0.092145000000000019 -0.10607499999999999 0.083950000000000011 0.091340000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 12 5 10 -6 8 9 11 -5 14 -2 -10 -8 16 -16
right_child=1 -3 -4 4 6 -7 7 -9 13 -11 -12 -13 -14 -15 15 -17 -18
leaf_value=-0.00097814713056036261 -6.1440596451671644e-05 0.00075955802037301861 -0.00078482840862973855 -0.0011678338139340372 -0.00062856669169327872 0.00027926282197228484 0.00038629355052694988 0.00083221372877175252 0.0010927120889005553 -0.00082087867668672373 -0.00014027510571957413 0.00074073258753034276 0.00095866440370669407 0.00018507504383935474 -0.00086405043109700694 0.00014341236581034438 -5.9181369352947629e-05
leaf_weight=0.0011294631378048576 0.0010344940643975771 0.0013121771470398424 0.0010440627754964007 0.0014818751774752113 0.0011891969657146237 0.001243439704736754 0.0014619111064436679 0.0017251001605877421 0.0011183994470302947 0.0014567822592691793 0.0011006905523778393 0.001084081842827489 0.0012727418290758713 0.0016160967348637645 0.0015466019404214073 0.0018037810232033498 0.0010150870642338106
leaf_count=491 155 122 109 457 120 186 64 151 90 46 138 96 196 253 242 177 28
internal_value=0 4.61919e-05 2.02619e-06 4.27961e-05 -1.64893e-05 -0.000401917 8.87148e-05 0.00015521 5.00197e-05 -0.000115416 -0.000729888 3.32795e-05 0.00050128 0.000556295 -9.83298e-05 -0.000260621 -0.000545115
internal_weight=0 0.0225065 0.0211943 0.0201503 0.017843 0.00382601 0.014017 0.0128278 0.0111027 0.00836825 0.00258257 0.00691146 0.00230724 0.0027345 0.00582738 0.00436547 0.00256169
internal_count=3121 2630 2508 2399 2048 781 1267 1147 996 653 595 607 351 343 511 447 270
is_linear=0
shrinkage=0.0016407


Tree=2540
num_leaves=13
num_cat=0
split_feature=47 4 1 151 15 457 15 49 0 43 13 2
split_gain=5.87374e-05 7.65775e-05 0.000147653 8.01453e-05 0.000109837 0.000127831 0.000126803 0.000162737 0.000147319 0.000125222 0.000197 6.83563e-05
threshold=0.13148500000000005 0.24564500000000003 0.111945 -0.086944999999999981 -0.095869999999999983 0.088350000000000026 0.095175000000000023 -0.006494999999999999 -0.10011499999999998 -0.074359999999999996 -0.095304999999999987 0.086950000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 -1 -5 6 7 -6 -9 11 -11 -10
right_child=-2 2 -4 4 5 -7 -8 8 9 10 -12 -13
leaf_value=0.0031160412480459769 -0.0028602846559562089 -0.00061944688669923894 0.0051608942981983394 -0.0039273959600918413 -0.0045507371435127963 0.0041212700833817067 -0.004741310880556359 0.0051569287166919418 0.004431588815711659 0.0015083558395330061 -0.0053729341076608093 -0.00015232513591600128
leaf_weight=0.0010341150705786293 0.001100698623712316 0.0015553354337311319 0.001335811213450487 0.0014016003464845947 0.0010835154023740188 0.001037245963483314 0.0010616063412310535 0.0010498323298566738 0.0010906174916273945 0.0013532458441734593 0.0013529015620880607 0.0010273431373573026
leaf_count=214 65 147 264 224 249 70 357 95 234 69 843 290
internal_value=0 0.000196168 0.00205127 -0.000270536 -0.000605413 -9.12861e-05 -0.00063617 -9.78517e-06 0.000827845 -0.000114259 -0.00193185 0.0022081
internal_weight=0 0.0143832 0.00289115 0.011492 0.0104579 0.00905631 0.00801906 0.00695746 0.00587394 0.00482411 0.00270615 0.00211796
internal_count=3121 3056 411 2645 2431 2207 2137 1780 1531 1436 912 524
is_linear=0
shrinkage=0.0127521


Tree=2541
num_leaves=12
num_cat=0
split_feature=124 151 4 2 2 2 3 15 0 1 13
split_gain=5.17881e-05 7.7312e-05 0.000114786 0.000118435 0.000164297 7.36105e-05 0.000132205 9.09504e-05 7.09128e-05 7.0203e-05 5.92244e-05
threshold=-0.043384999999999993 -0.083274999999999988 0.16173500000000005 0.10672500000000001 0.095195000000000016 0.086590000000000014 -0.078934999999999991 -0.055554999999999993 0.010870000000000003 0.111945 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 5 6 -3 -8 -5 -4 -7
right_child=1 2 9 8 -6 10 7 -9 -10 -11 -12
leaf_value=0.0024435698654925869 -0.002706446292352946 -0.0049342645408124415 0.00047805502752212462 -0.00013683738023639435 -0.0051223369669630217 -0.00076050618931950635 -0.0027622757692419551 0.0018882136660521459 0.0042006999260559858 0.0040532472269210994 0.0031656307928094396
leaf_weight=0.001142242466166594 0.0015975163967886516 0.0011212678784306511 0.0017931679844226675 0.0011721229937245448 0.0013335898465883971 0.0010705238235422109 0.0010138265044125072 0.0015142478119540394 0.0010160278260835653 0.0014220194983267098 0.0011516179656541198
leaf_count=259 303 719 134 281 285 440 92 181 81 191 155
internal_value=0 -0.000215997 9.95487e-05 -0.00057125 -0.00131484 -0.000450043 -0.00149996 2.3241e-05 0.00187722 0.0020593 0.0012742
internal_weight=0 0.0142059 0.0126084 0.00939322 0.00720507 0.00587148 0.00364934 0.00252807 0.00218815 0.00321519 0.00222214
internal_count=3121 2862 2559 2234 1872 1587 992 273 362 325 595
is_linear=0
shrinkage=0.0120166


Tree=2542
num_leaves=17
num_cat=0
split_feature=1213 147 11 0 403 52 16 0 1 42 13 47 4 52 1 1
split_gain=0.000406207 0.000306425 0.000286363 0.000289107 0.000281268 0.000223922 0.000237168 0.00025551 0.000233844 0.000281894 0.000168466 0.00013756 0.000132178 0.000112829 0.000168815 0.000139472
threshold=-1.0000000180025095e-35 0.089025000000000007 0.087830000000000005 0.18019500000000002 0.092070000000000013 0.19022000000000003 0.31475000000000003 -0.062294999999999996 1.0000000180025095e-35 0.083995000000000014 -0.00096999999999999983 0.083875000000000019 -0.27825499999999997 -0.066844999999999988 0.092695000000000013 0.10984500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 6 7 8 9 -2 11 -10 -9 -12 -15 -16
right_child=1 -3 -4 -5 -6 -7 -8 12 10 -11 13 -13 -14 14 15 -17
leaf_value=-0.0010725806650920104 -0.0011593887112023094 0.00095423115261122264 -0.00089741332120648535 0.0009285523874741524 0.00080405319756379409 -0.00080052437796416165 -0.00064685660544356043 9.4818332252402009e-05 0.00077425239487465426 0.00010393548109189172 -0.00043538766280189786 -4.8341749104765513e-05 0.00092931857397608513 0.00066554163621331322 -0.00064114966892446577 0.00021677874376102054
leaf_weight=0.0011056282417887314 0.0011944493590744726 0.0010778704246209364 0.0011030100890605512 0.0010734524409620185 0.0012089366766344601 0.0012678092010510239 0.0016952295725335626 0.0010388828146363771 0.0015968610380829099 0.0010439659110853348 0.0020076212349723482 0.0010713473552234863 0.001412657572911021 0.0011093357568635609 0.0010918042881402634 0.0013204362489856597
leaf_count=491 388 122 118 24 117 324 230 100 354 381 70 87 167 60 43 45
internal_value=0 3.2787e-05 -1.88458e-05 3.45971e-05 -2.16547e-05 -8.46328e-05 -2.23932e-05 5.97499e-05 -6.14513e-05 -0.000570192 7.74673e-05 0.000443962 0.000575685 -9.93909e-05 9.21581e-05 -0.000171528
internal_weight=0 0.0203137 0.0192358 0.0181328 0.0170593 0.0158504 0.0145826 0.0128874 0.0104358 0.00223842 0.00819741 0.00266821 0.00245154 0.0055292 0.00352158 0.00241224
internal_count=3121 2630 2508 2390 2366 2249 1925 1695 1428 769 659 441 267 218 148 88
is_linear=0
shrinkage=0.00177594


Tree=2543
num_leaves=16
num_cat=0
split_feature=147 52 42 123 49 42 47 52 52 49 151 133 3 0 2
split_gain=0.000183029 0.000135785 0.000170551 0.000188908 0.00014444 0.000142072 0.000179231 0.000139624 0.000162243 0.000117374 0.000155453 0.000182521 0.000189201 0.000203874 0.000164463
threshold=0.088610000000000008 0.19022000000000003 -0.11466499999999999 1.0000000180025095e-35 -0.16230499999999995 0.10256000000000001 0.11069000000000002 -0.12005499999999998 -0.081429999999999989 -0.052259999999999994 -0.044604999999999992 -1.0000000180025095e-35 0.12178000000000001 -0.11437499999999999 0.083995000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 -4 6 7 -6 -9 -10 -11 -12 13 -13 -15
right_child=-2 -3 3 -5 5 -7 -8 8 9 10 11 12 -14 14 -16
leaf_value=-0.00068664739407783273 0.00068162492341629615 -0.0005892111233261882 0.00059453543683200241 0.00070224959641171174 -0.0006735957759149236 -0.00064100242374928935 0.00065464801165283253 0.0005223764022461284 -0.00064884500357146691 -0.00063608823870220767 -0.00051465491745774088 0.0010208861206854941 -0.00035346088782982034 -0.00023506621440606053 0.00051393960779504057
leaf_weight=0.0010406214058114099 0.0010319356430694001 0.0012989536728654277 0.001024696545145168 0.0011211346519730591 0.0010456136137986143 0.001161789691229694 0.0010600300748771366 0.001397082390991451 0.0010166377108566738 0.0010877457387190341 0.0013322261639961705 0.0010385044304777047 0.0014386807457423198 0.0016298726147234936 0.0017948290958030542
leaf_count=148 127 346 40 231 346 266 104 146 107 112 584 55 44 172 293
internal_value=0 -5.70541e-05 -1.68407e-05 2.63212e-05 -2.41061e-05 -6.93763e-05 -1.76593e-05 -7.81512e-05 -2.01566e-05 -0.000101322 -3.44341e-05 5.60326e-05 0.000184853 0.000358375 0.000157475
internal_weight=0 0.0184884 0.0171895 0.0161488 0.0150277 0.014003 0.0128412 0.0117812 0.0107356 0.0093385 0.00832186 0.00723411 0.00590189 0.00446321 0.0034247
internal_count=3121 2994 2648 2500 2269 2229 1963 1859 1513 1367 1260 1148 564 520 465
is_linear=0
shrinkage=0.00170698


Tree=2544
num_leaves=17
num_cat=0
split_feature=1213 453 147 11 4 0 403 160 42 16 160 4 42 16 2 42
split_gain=0.000444282 0.000325692 0.000272242 0.000336861 0.000250569 0.000194982 0.000287684 0.000235876 0.000295658 0.000327914 0.000303351 0.000258981 0.000248179 0.000223252 0.000147526 0.000116152
threshold=-1.0000000180025095e-35 1.0000000180025095e-35 0.089025000000000007 0.088215000000000002 0.27287000000000006 0.18019500000000002 0.03138500000000001 -1.0000000180025095e-35 -1.0000000180025095e-35 0.22339500000000004 0.099315000000000014 -0.0024449999999999997 0.088465000000000002 -0.008904999999999998 0.090935000000000016 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 6 7 13 -9 10 11 15 14 -2 -13 -10
right_child=1 -3 -4 -5 -6 -7 -8 8 9 -11 -12 12 -14 -15 -16 -17
leaf_value=-0.00097889567903648592 -0.001077671636345845 -0.00077629352261041854 0.00081703162279374449 -0.00084636396986447838 0.00062990748336029891 0.00063873979643245908 0.00051556691082864229 -0.00058972757767283075 0.0010682367318558873 -0.00051051557111729551 -0.00047910664042017254 0.00014940776899343612 0.00074905923655735384 -0.0001454965211665365 -0.00058091498042686185 0.00039093769581302954
leaf_weight=0.0011210746155228884 0.0010653486847136693 0.0011644581197924045 0.0010874496502195135 0.0010119860182474785 0.0017300268462048267 0.0011076217959372628 0.0019969467919857395 0.0018002686537696546 0.0013425280708226281 0.0017410792925508997 0.0012019078281943658 0.0018071302969468045 0.0010920108184507005 0.0014499586594833129 0.0010425639820077492 0.0011020488037943588
leaf_count=491 420 79 114 109 244 23 167 383 111 200 104 67 46 285 32 246
internal_value=0 1.91645e-05 6.41756e-05 2.21729e-05 6.97364e-05 1.1877e-05 -3.25122e-05 -0.000112725 -1.60877e-05 9.46075e-05 0.000233451 0.000367555 0.000122368 -0.000540316 -0.000117782 0.000762901
internal_weight=0 0.0217433 0.0205789 0.0194914 0.0184794 0.0167494 0.0156418 0.0136448 0.0111295 0.00932927 0.00758819 0.00638628 0.00394171 0.00251531 0.00284969 0.00244458
internal_count=3121 2630 2551 2437 2328 2084 2061 1894 1189 806 606 502 145 705 99 357
is_linear=0
shrinkage=0.00154607


Tree=2545
num_leaves=13
num_cat=0
split_feature=47 50 42 484 51 457 151 47 2 13 4 4
split_gain=5.66801e-05 8.07214e-05 9.44299e-05 9.16542e-05 8.96049e-05 9.89345e-05 0.00011462 0.00018375 0.000113506 9.60706e-05 0.000113531 0.000113426
threshold=0.13148500000000005 0.088425000000000017 0.09832500000000001 0.085515000000000022 -0.031924999999999995 0.080930000000000016 -0.0077149999999999988 0.09550500000000002 0.083995000000000014 -0.016469999999999995 -0.080924999999999983 -0.082249999999999976
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 6 -6 8 -8 10 -10 -11
right_child=-2 -3 -4 -5 5 -7 7 -9 9 11 -12 -13
leaf_value=-0.0037103194334300064 -0.0027916494237099775 -0.0027724515733742443 0.0039292838304370798 0.0031662007207011681 -0.0041978076149820397 0.0030107789718862776 -0.0042261991165402158 0.0050108180335796011 0.0014538052644220466 -0.00085597595946645814 -0.0043078444678645916 0.005121599310854508
leaf_weight=0.0010973046436586987 0.0011183382343484824 0.0013562436671422 0.0011846565221102353 0.0014425078521963846 0.0011368977076355409 0.0016162513547205749 0.0011981228977562697 0.0010744183302548449 0.0010422729813157707 0.0010115642262907482 0.0011923724603522634 0.0010541575670705125
leaf_count=385 65 532 295 266 151 172 281 81 134 222 326 211
internal_value=0 0.000188548 0.000496262 0.000153518 -0.000263412 0.000142151 -0.000459216 0.000187438 -0.000755062 0.00021203 -0.00162052 0.00219444
internal_weight=0 0.0144068 0.0130505 0.0118659 0.0104234 0.00932606 0.00770981 0.00657291 0.00549849 0.00430037 0.00223465 0.00206572
internal_count=3121 3056 2524 2229 1963 1578 1406 1255 1174 893 460 433
is_linear=0
shrinkage=0.0127521


Tree=2546
num_leaves=17
num_cat=0
split_feature=147 11 403 403 0 15 14 0 131 52 160 42 4 2 4 16
split_gain=0.000241384 0.000189966 0.000137349 0.000153208 0.000183875 0.000149168 0.000202845 0.000183451 0.000145666 0.000118193 0.000126008 0.000155268 0.000241053 0.000158986 0.000136255 8.66906e-05
threshold=0.089025000000000007 0.087830000000000005 0.10301500000000001 0.03138500000000001 0.15398500000000004 -0.10653 -1.0000000180025095e-35 -0.14723999999999998 0.08844500000000001 -0.24456499999999998 -0.082299999999999984 0.083995000000000014 0.09173000000000002 0.089885000000000007 0.0082450000000000006 -0.071854999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 -1 -8 9 -7 -11 12 13 14 -12 -15
right_child=-2 -3 -4 -5 -6 8 7 -9 -10 10 11 -13 -14 15 -16 -17
leaf_value=-0.00033772163321192704 0.00074473743890976724 -0.0007168175069832501 -0.00057816278724671802 0.00054047308233540507 0.00058744133195542231 -0.00057821343748505009 0.0010186080694447319 6.3704981449452062e-05 -0.00072846660356737402 -0.00047286447575259404 -0.00066955816174485633 0.00045554887724660192 -0.000792785994165638 0.00062361196834444092 0.0001566001147828022 5.2908605912709399e-05
leaf_weight=0.0010491371325085236 0.0010426008731242572 0.0010451394710273556 0.0010428273253445071 0.0013629496685558648 0.0011848173377297369 0.0011803142269141706 0.0010163832952296836 0.0010670204943187935 0.0010489282282497162 0.0014458062924655466 0.0010680562212262087 0.0018172965120745238 0.0010211194963534731 0.0012924752129951367 0.0010002208856465522 0.0014741051276869199
leaf_count=106 124 118 200 162 37 217 63 239 325 387 357 503 49 82 28 124
internal_value=0 -5.00563e-05 -1.1495e-05 2.32075e-05 -2.17957e-05 -7.16432e-05 0.000239088 0.000529552 -0.000157416 -9.92584e-05 -3.72655e-05 4.48105e-05 -8.26548e-05 6.73246e-05 -0.000270027 0.000319527
internal_weight=0 0.0191166 0.0180715 0.0170286 0.0156657 0.0144809 0.00313254 0.0020834 0.0113483 0.0102994 0.00911908 0.00767327 0.00585598 0.00483486 0.00206828 0.00276658
internal_count=3121 2997 2879 2679 2517 2480 408 302 2072 1747 1530 1143 640 591 385 206
is_linear=0
shrinkage=0.00160853


Tree=2547
num_leaves=19
num_cat=0
split_feature=1213 147 11 133 160 474 51 457 47 42 4 133 47 12 133 48 1 43
split_gain=0.00047935 0.000249874 0.000280219 0.000185593 0.000262428 0.00032183 0.000232394 0.00022257 0.000279984 0.000249875 0.000250858 0.000172853 0.000156464 0.00015514 0.000300428 0.000209385 6.98781e-05 3.15081e-05
threshold=-1.0000000180025095e-35 0.089025000000000007 0.087830000000000005 -0.085499999999999979 -1.0000000180025095e-35 0.084660000000000027 0.012085000000000002 -0.0029299999999999994 0.09550500000000002 0.088200000000000014 0.033845000000000007 0.0033250000000000003 0.11939500000000002 0.084655000000000022 0.092845000000000011 0.086035000000000014 0.094385000000000011 0.16180500000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 17 5 6 -5 -6 9 10 13 -11 -10 15 -15 -9 -12 -2
right_child=1 -3 -4 4 7 -7 -8 8 12 11 16 -13 -14 14 -16 -17 -18 -19
leaf_value=-0.0011062309068138306 0.00072876162308252348 0.0007968830301404436 -0.000817307969208567 -0.0012384302077184707 -0.00062429045788343874 0.00031921871311092959 -0.00019200376460820452 0.00079981697842813394 0.0010277755353288191 0.00097086342433925154 -0.00092052982250130503 2.4194322036298713e-05 0.00020629102639114285 -0.00093221170802769762 0.00032724509606358985 -0.00010802788953318439 -0.00030900243669603454 0.00031256021461476598
leaf_weight=0.0010835491028101064 0.0010015341110278372 0.0011409301392780657 0.0011311981956527708 0.0013235618082252021 0.0011112756789179732 0.0011155448071130808 0.0010788756962852378 0.001373954861058453 0.0013871181332106687 0.00113340578255983 0.0010512535021977021 0.0010320496333021114 0.001220845083006239 0.0010050185677156816 0.0011232850400851868 0.0014757131853627148 0.0010420618808739193 0.0010367319748613435
leaf_count=491 173 122 118 456 120 187 136 120 85 108 79 238 51 221 83 98 69 166
internal_value=0 3.55055e-05 -8.71683e-06 4.06925e-05 -1.82477e-05 -0.000423591 -0.000768506 9.18165e-05 0.000159002 2.22845e-05 -0.000130035 0.000519684 0.000643221 7.43664e-05 -0.00026749 0.000329686 -0.000616109 0.000517067
internal_weight=0 0.0207844 0.0196434 0.0185122 0.016474 0.00351798 0.00240244 0.012956 0.0118447 0.00923674 0.00707129 0.00216546 0.00260796 0.00497797 0.0021283 0.00284967 0.00209332 0.00203827
internal_count=3121 2630 2508 2390 2051 779 592 1272 1152 1016 670 346 136 522 304 218 148 339
is_linear=0
shrinkage=0.00167351


Tree=2548
num_leaves=11
num_cat=0
split_feature=52 376 157 160 3 49 3 2 160 12
split_gain=5.01722e-05 9.99903e-05 0.000114934 0.00013134 0.000120531 0.000123107 0.000110398 9.03192e-05 0.000133595 7.96439e-05
threshold=-0.24456499999999998 0.048375000000000008 -0.077384999999999995 -1.0000000180025095e-35 -0.074939999999999993 -0.031119999999999998 -0.0025099999999999996 0.10855000000000002 1.0000000180025095e-35 0.090695000000000012
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 5 -5 -6 8 -8 -7
right_child=1 -3 3 4 6 9 7 -9 -10 -11
leaf_value=-0.001672641213330409 0.0026912020505753696 0.0028688105659280564 -0.0027420151483874117 0.0039897838679129631 -0.0037173638083988457 0.001605519595336901 0.0027658963710771645 -0.0020414762436755003 -0.0017851455182239882 -0.0013306302895110106
leaf_weight=0.0015457682074524913 0.0012576904393701701 0.0011684737720588393 0.0018546994842883078 0.0011175701812485865 0.0010695483528436476 0.0019483035951238159 0.0014811542262725278 0.0015737615046566289 0.0010155185158566837 0.0015488777474107034
leaf_count=364 278 162 669 88 275 614 88 133 58 392
internal_value=0 0.000161896 -8.3921e-05 -0.00038456 6.36709e-05 0.00119745 -0.00095425 -0.000228213 0.000914766 0.000305119
internal_weight=0 0.0140356 0.0128671 0.0116094 0.00975473 0.00461475 0.00513998 0.00407043 0.00249667 0.00349718
internal_count=3121 2757 2595 2317 1648 1094 554 279 146 1006
is_linear=0
shrinkage=0.00966451


Tree=2549
num_leaves=11
num_cat=0
split_feature=42 43 16 0 51 0 15 16 2 2
split_gain=4.82871e-05 7.80595e-05 9.11917e-05 9.26364e-05 6.10381e-05 6.97898e-05 0.000143309 9.20131e-05 0.000134441 2.54334e-05
threshold=-0.11051499999999999 -0.17390999999999998 0.22339500000000004 -0.061629999999999997 -0.071649999999999978 -0.083914999999999976 0.090455000000000021 -0.36241499999999999 0.089775000000000008 0.099185000000000009
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 -3 6 7 -6 -9 -5
right_child=1 2 -4 9 5 -7 -8 8 -10 -11
leaf_value=-0.0024691621634622112 0.002738437417105779 -0.0030445317408442705 -0.002596031762492716 0.0012781502093362784 -0.002429409722952709 -0.0025917340635081263 0.0046647860967505448 -0.0013386970074777359 0.0031249971745016653 0.0039382503382379471
leaf_weight=0.0010832629875493676 0.001518494884924503 0.0010066815140985135 0.001869475739939174 0.0010777984156244112 0.0017974394733038033 0.0011856555218341652 0.0010430226342124926 0.0019807756565319878 0.0019175597161600576 0.0010010583803669393
leaf_count=181 138 220 386 146 242 761 86 558 254 149
internal_value=0 0.000161605 -0.000142205 0.000274451 -0.000257336 9.67344e-05 0.000569756 -0.000180135 0.000856958 0.0025591
internal_weight=0 0.014398 0.0128795 0.01101 0.00893113 0.00792445 0.0067388 0.00569577 0.00389834 0.00207886
internal_count=3121 2940 2802 2416 2121 1901 1140 1054 812 295
is_linear=0
shrinkage=0.0120166


Tree=2550
num_leaves=11
num_cat=0
split_feature=1 150 3 12 3 0 151 43 43 133
split_gain=4.96451e-05 0.000114665 0.000119296 0.000206719 0.000167828 7.88786e-05 0.000130375 7.63391e-05 9.22189e-05 5.43334e-05
threshold=0.094385000000000011 0.080470000000000014 0.10732000000000001 0.090995000000000006 0.13524500000000003 -0.10224499999999999 -0.0062849999999999989 0.016310000000000002 -0.083134999999999987 0.084415000000000018
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=5 2 3 -2 -4 6 -1 8 9 -7
right_child=1 -3 4 -5 -6 7 -8 -9 -10 -11
leaf_value=0.0003045946872331199 0.0038025125010966994 0.0034011558425177313 -0.0051987792565521039 -0.0014913610191278164 0.0009729773235183101 0.0022003071319827605 -0.0045949883879110717 0.002048509370545063 -0.0026331745202649885 -0.0010816502998290771
leaf_weight=0.0012739031724018565 0.0017647597225299615 0.0014351179649333551 0.0010417635408863646 0.0017306385528642332 0.0010459522724273057 0.00129236669391763 0.001299694446656406 0.0017129813033412572 0.0016932136007133743 0.0011113929794973835
leaf_count=72 246 227 52 294 124 224 209 307 1042 324
internal_value=0 0.000657197 -4.81267e-05 0.00118141 -0.00210671 -0.000583531 -0.00216975 0.000119105 -0.000687596 0.000682874
internal_weight=0 0.00701823 0.00558311 0.0034954 0.00208772 0.00838355 0.0025736 0.00580995 0.00409697 0.00240376
internal_count=3121 943 716 540 176 2178 281 1897 1590 548
is_linear=0
shrinkage=0.0108838


Tree=2551
num_leaves=17
num_cat=0
split_feature=1213 124 147 159 50 48 13 52 0 0 16 15 2 49 2 47
split_gain=0.000398086 0.000201477 0.000203398 0.000273848 0.000163486 0.000172506 0.000153037 0.000227853 0.00027561 0.000191555 0.00017907 0.000136774 0.000182153 0.00013471 8.48353e-05 4.80303e-05
threshold=-1.0000000180025095e-35 0.0049200000000000008 0.089025000000000007 -0.032739999999999991 0.094920000000000018 0.11951500000000001 0.18141000000000002 0.10160000000000001 -0.077999999999999986 -0.10011499999999998 0.22339500000000004 -0.0063699999999999989 0.089775000000000008 -0.047584999999999995 0.097845000000000015 0.094160000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 6 7 8 9 11 14 12 15 -14 -10 -5
right_child=1 -3 -4 4 -6 -7 -8 -9 10 -11 -12 -13 13 -15 -16 -17
leaf_value=-0.0010150912235461862 -0.00081276749568105072 0.00073930332900666378 0.00069333549610478508 -0.0006206526584281787 0.00065297758303499735 -0.00066483299930770784 -0.0004377977071943953 -0.00047726852764961474 0.00052689607137091862 -0.00056822540591636628 -6.4592945487246903e-06 0.00054501366369614178 0.00070107432713775947 -4.400858060760113e-05 0.0011434570875521041 -0.00012672842604305771
leaf_weight=0.0010192353652125887 0.0011654483880408897 0.001039584692365327 0.0010679346837212103 0.0011143006854714699 0.0010000202350405251 0.0010773592604538243 0.0017676827323780961 0.0017327977485057178 0.0014435417890992196 0.0013762407245554806 0.0011235166950364639 0.0014733135271773855 0.00109231627341283 0.0016248526786940415 0.0010289181542758822 0.0010106374164173815
leaf_count=491 399 71 121 56 201 65 102 200 183 617 257 68 59 105 100 26
internal_value=0 3.59033e-05 -2.38394e-06 -4.35899e-05 9.56218e-06 -3.09931e-05 1.51841e-05 7.66819e-05 0.00016172 -1.3576e-05 0.000536673 0.000107292 -2.58943e-05 0.000255519 0.000783479 -0.000385738
internal_weight=0 0.0201385 0.0190989 0.0180309 0.0168655 0.0158655 0.0147881 0.0130204 0.0112876 0.00769166 0.00359598 0.00631542 0.00484211 0.00271717 0.00247246 0.00212494
internal_count=3121 2630 2559 2438 2039 1838 1773 1671 1471 931 540 314 246 164 283 82
is_linear=0
shrinkage=0.0016407


Tree=2552
num_leaves=11
num_cat=0
split_feature=2 13 1 39 0 16 13 16 151 2
split_gain=5.36691e-05 5.27228e-05 0.000134671 7.45395e-05 7.972e-05 0.000103246 7.93052e-05 6.32958e-05 0.000197402 0.000192902
threshold=-0.0091949999999999983 -0.094514999999999988 0.08844500000000001 0.0046100000000000004 -0.053834999999999994 -0.0064149999999999997 0.061215000000000012 -0.073404999999999984 -0.0083949999999999979 0.092235000000000025
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 7 -6 8 -3 -10
right_child=1 3 -4 -5 6 -7 -8 -9 9 -11
leaf_value=0.002614749100228379 -0.0012289347963002006 -0.0052362866497359557 0.0039439545602341867 0.0019072013141839433 -0.0058794115019851984 0.0020506540560951561 -0.00083017227359086622 -0.0040553923948573097 -0.0015442190830021569 0.0049405653880354467
leaf_weight=0.0011612648176465143 0.0017579939213546595 0.0011312048821275379 0.0015312901317404773 0.0015723734503489259 0.0010035844388380753 0.0019367189609034935 0.0010199111400954683 0.001136391049883655 0.0019187324198239103 0.0012204138365513924
leaf_count=179 181 84 175 230 197 526 127 541 690 191
internal_value=0 -0.000236367 0.00117925 -0.000662019 -0.0010933 -0.000475756 -0.00333442 -0.00138073 -0.000668967 0.000976887
internal_weight=0 0.0142286 0.00328928 0.0109393 0.00936696 0.00734346 0.0020235 0.00540674 0.00427035 0.00313915
internal_count=3121 2942 356 2586 2356 2032 324 1506 965 881
is_linear=0
shrinkage=0.0127521


Tree=2553
num_leaves=17
num_cat=0
split_feature=1213 147 11 52 1374 51 15 160 52 51 15 3 16 403 15 13
split_gain=0.000506288 0.000249664 0.000253543 0.000212679 0.000211967 0.000194179 0.000390031 0.000172888 0.000158705 0.000258822 0.000205198 0.000269832 0.000232842 0.000218807 0.000104119 6.15063e-05
threshold=-1.0000000180025095e-35 0.089025000000000007 0.087830000000000005 0.19022000000000003 -0.035729999999999991 -0.076794999999999988 -0.016799999999999995 -0.027994999999999996 -0.089199999999999988 0.067785000000000012 0.088235000000000022 -0.10519499999999998 -0.084119999999999986 0.03138500000000001 -0.11713499999999999 -0.084154999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 6 -6 -7 -9 10 11 -10 14 -12 -13 -14
right_child=1 -3 -4 -5 5 7 -8 8 9 -11 13 12 15 -15 -16 -17
leaf_value=-0.0010787500573049683 -0.00062401688142389863 0.000774705428866564 -0.00076048855810403589 -0.00057314063248180638 -0.00081449906687373625 0.00074481631330651683 0.00045908159349249529 -0.00035300732624029809 0.00058042156651503477 0.00085346348842044943 0.00011893062456700153 -0.00026968750689057759 -0.00022664646835852541 0.0010803194337813402 -0.00098665016628181616 0.00026576388382822829
leaf_weight=0.0011112773195210484 0.001015224127405511 0.0011193715269536856 0.0010892791096185342 0.0013599588236253143 0.0014616570048770622 0.0014118421745342594 0.0010832493412533941 0.0014305880949946692 0.0014142957720030243 0.0014314040750783861 0.001541196456030236 0.0010639782973752895 0.0010377908825800544 0.0010165119838807524 0.0010327787469303299 0.0017855800575201147
leaf_count=491 62 122 118 333 254 268 148 273 67 156 239 147 66 29 171 177
internal_value=0 3.62933e-05 -6.812e-06 3.85801e-05 8.83177e-05 0.000134348 -0.000272394 0.000212969 0.000149087 0.000218664 0.000116478 -3.87903e-05 -0.000216783 0.000501016 -0.000622835 8.47678e-05
internal_weight=0 0.0202947 0.0191753 0.0180861 0.0167261 0.0157109 0.00254491 0.013166 0.0117541 0.0103235 0.00889213 0.00633442 0.00492013 0.00255771 0.00209676 0.00282337
internal_count=3121 2630 2508 2390 2057 1995 402 1593 1325 1052 896 628 561 268 318 243
is_linear=0
shrinkage=0.00160853


Tree=2554
num_leaves=16
num_cat=0
split_feature=1213 147 484 151 49 42 4 160 50 42 15 4 2 0 4
split_gain=0.000376113 0.000239693 0.000213424 0.000154691 0.000308989 0.000221651 0.000180116 0.000214976 0.000192273 0.000150365 0.000206897 0.00014271 0.000234994 0.000192783 0.000378421
threshold=-1.0000000180025095e-35 0.089025000000000007 -0.0068949999999999992 -0.044604999999999992 -0.074429999999999982 -0.11051499999999999 0.40473500000000007 -0.091944999999999985 0.077805000000000013 -0.084624999999999992 -0.10324499999999999 -0.49405499999999997 0.10803500000000001 -0.057069999999999989 0.0052350000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 -4 -5 7 -7 9 -9 -11 -12 13 14 -13
right_child=1 -3 3 5 -6 6 -8 8 -10 10 11 12 -14 -15 -16
leaf_value=-0.0010846518142560765 -0.00071857536777764682 0.0008765778147857827 0.00044623511674853365 -0.00064001329083097013 -0.00082096722572172151 -0.00066700292054478686 0.00086207409644673493 0.00075330321944350491 0.00091344972141227843 -0.00060340897524933208 -0.00042851508989443822 -0.00032538662703815522 -0.00035966591335784558 0.0010484420619896737 0.00085794356053777137
leaf_weight=0.0010181728201034195 0.0012758490886944631 0.0010739502123653195 0.0010065033133753176 0.0011487896894771333 0.0016942608635357173 0.0010331867219414955 0.0011891406908686808 0.0010884304002374149 0.0011063239197121608 0.0013849086470867364 0.0011520310972930074 0.0018624089686376842 0.0015124533568823262 0.0013212504507671479 0.0016928464576561539
leaf_count=491 474 122 120 105 189 261 214 93 177 103 93 375 143 65 96
internal_value=0 4.46395e-05 -3.7383e-06 4.93094e-05 -0.000348714 0.000123487 0.000189222 0.00012339 0.000196823 0.000117654 4.01429e-05 0.000158332 0.000264149 0.000457626 0.00023806
internal_weight=0 0.0195423 0.0184684 0.0171925 0.00270076 0.0144918 0.013343 0.0121538 0.0111207 0.0100143 0.0089259 0.00754099 0.00638896 0.00487651 0.00355526
internal_count=3121 2630 2508 2034 309 1725 1620 1406 1145 968 875 772 679 536 471
is_linear=0
shrinkage=0.00181146


Tree=2555
num_leaves=12
num_cat=0
split_feature=484 42 15 15 43 160 42 2 457 3 16
split_gain=5.47991e-05 7.67089e-05 8.16244e-05 0.000100613 0.000102752 9.16537e-05 0.000122836 0.000131972 0.000126163 0.00018822 8.24003e-05
threshold=-0.0068949999999999992 0.10256000000000001 -0.10653 -0.095869999999999983 0.13895500000000002 -0.082299999999999984 -1.0000000180025095e-35 0.084245000000000014 0.079590000000000008 -0.10115999999999999 -0.27167499999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 10 -4 5 -5 -7 -8 9 -9 -2
right_child=1 -3 3 4 -6 6 7 8 -10 -11 -12
leaf_value=-0.0024024666776961421 0.00012294597108371898 -0.0024678057699109297 -0.002879774859240701 -0.0029396004577236837 0.0031825551101704983 -0.0022324325463939799 0.0038081189289086593 0.0025740114338603176 0.0033720980673342164 -0.0032836041631311525 0.0041365964503214383
leaf_weight=0.0010646956994443879 0.0011708373569611471 0.00120879434804634 0.0012754111685075462 0.0011425580122119148 0.001328961874149207 0.0016311693311118211 0.0015909030900491204 0.0010306940082840711 0.0010090252912854925 0.001758403773989221 0.0012557947423834728
leaf_count=503 192 311 92 359 124 514 251 100 100 384 191
internal_value=0 0.000156365 0.000396788 -9.61682e-06 0.000376049 -8.08726e-05 0.000384394 0.00117646 7.41546e-05 -0.00111896 0.00220003
internal_weight=0 0.0144026 0.0131938 0.0107671 0.00949172 0.00816275 0.0070202 0.00538903 0.00379812 0.0027891 0.00242663
internal_count=3121 2618 2307 1924 1832 1708 1349 835 584 484 383
is_linear=0
shrinkage=0.0108838


Tree=2556
num_leaves=16
num_cat=0
split_feature=147 0 12 484 156 43 1 133 4 0 160 16 403 0 15
split_gain=0.000217991 0.000205503 0.00017054 0.000138144 0.00014632 0.00014482 0.000234196 0.000121147 0.000168801 0.000148601 0.000177934 0.000279559 0.000145733 0.000131797 0.000221246
threshold=0.089025000000000007 0.18019500000000002 0.10866500000000003 -0.0068949999999999992 0.091255000000000017 -0.25681499999999996 0.13146500000000003 0.061605000000000007 -0.082109999999999975 -0.11991499999999998 0.086870000000000017 -0.25582999999999995 0.085855000000000015 -0.047369999999999995 -0.084564999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 -5 7 9 -9 10 11 -7 13 14 -11
right_child=-2 -3 -4 4 -6 6 -8 8 -10 12 -12 -13 -14 -15 -16
leaf_value=-0.00059370238101939333 0.00074029610794988123 0.00067244254976860053 -0.00066427258493499555 -0.00048742594430275366 -0.00059389882637619408 -0.00015175913543240781 0.00086466885989232344 0.00086531094511472335 -1.0670066201521329e-05 -0.00020990560246187819 -0.00042094027631069277 0.00085455944660092992 0.0002836554810536533 3.3336949330502854e-05 -0.0012021738979009968
leaf_weight=0.0012120559902083902 0.0010161156979620256 0.0010259295507588631 0.0013735990683026783 0.0013201718902837714 0.0011004322839598272 0.0014844625556826863 0.001018202070930359 0.0010480877271494549 0.0014947016353379665 0.0014883967632401433 0.00106376863421076 0.0016134735449540027 0.0010760056925306349 0.0012463537792308764 0.0010903394290572343
leaf_count=456 124 31 232 93 211 77 142 100 513 144 49 101 159 99 590
internal_value=0 -5.56662e-05 -9.80364e-05 -5.01919e-05 -6.4038e-06 3.99602e-05 9.51133e-05 2.75973e-05 0.000350392 -6.29707e-05 0.000169581 0.000372354 -0.000260439 -0.000413494 -0.000629456
internal_weight=0 0.018656 0.0176301 0.0162565 0.0150444 0.013944 0.0126238 0.0116056 0.00254279 0.0090628 0.0041617 0.00309794 0.0049011 0.00382509 0.00257874
internal_count=3121 2997 2966 2734 2278 2067 1974 1832 613 1219 227 178 992 833 734
is_linear=0
shrinkage=0.00167351


Tree=2557
num_leaves=12
num_cat=0
split_feature=41 2 474 48 0 15 3 16 3 16 2
split_gain=5.49059e-05 7.24866e-05 4.5579e-05 7.70866e-05 0.000106285 9.67865e-05 0.000280591 0.000118081 0.000219983 7.39444e-05 0.000110706
threshold=0.078065000000000009 -1.0000000180025095e-35 0.084660000000000027 0.092475000000000016 -0.14920999999999998 -0.016799999999999995 0.10542000000000001 -0.095564999999999983 0.076840000000000006 -0.078844999999999985 0.090675000000000019
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 5 -5 7 9 -3 -9 10 -7
right_child=-2 2 -4 4 -6 6 -8 8 -10 -11 -12
leaf_value=0.0030297925695973228 -0.0027185615180500312 0.00014778282762006111 0.0022737016161052271 -0.00098757477787432589 0.004030400165291193 0.0022081995365484377 0.0048680557170569351 -0.00021187953536538657 -0.0080069859318149667 -0.0030151709946938479 -0.002780820421021461
leaf_weight=0.0011751279776208703 0.0010175931543755521 0.0016034099452203925 0.001086461731360548 0.0011758760293836268 0.0012654375635338432 0.0014905581286044668 0.0014041861339375572 0.0010252885348415236 0.0010665912096561314 0.0019880394132280217 0.0011284890537375247
leaf_count=177 154 329 321 51 250 512 56 422 61 691 97
internal_value=0 0.000169602 -8.43651e-05 -0.000295262 0.00161346 -0.000775327 0.000165473 -0.00230576 -0.00418639 -0.00126782 5.8542e-05
internal_weight=0 0.0144095 0.0132343 0.0121479 0.00244131 0.00970656 0.00601127 0.00369529 0.00209188 0.00460709 0.00261905
internal_count=3121 2967 2790 2469 301 2168 1356 812 483 1300 609
is_linear=0
shrinkage=0.0120166


Tree=2558
num_leaves=12
num_cat=0
split_feature=11 3 1 15 3 16 2 1 1 43 43
split_gain=4.8193e-05 7.15986e-05 7.13272e-05 0.000107696 0.000167219 0.000104169 0.000126791 9.63748e-05 0.000118554 8.22228e-05 9.71816e-05
threshold=0.081790000000000015 -0.12018999999999998 0.094385000000000011 -0.0040799999999999994 0.084940000000000015 -0.27167499999999994 0.11448000000000001 0.11103500000000001 0.13075500000000004 -0.077604999999999993 0.016310000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 -4 7 -7 -9 -5 -11
right_child=-2 2 5 9 -6 6 -8 8 -10 10 -12
leaf_value=0.0019530635959553191 -0.0019620075401725686 -0.0047637963208363443 -0.0017379729601740565 0.0021941309305439352 0.00036753862075949913 0.002721915138572048 0.0044204211088221361 -0.0029192437128585068 0.0016703722287826157 -0.0026656074835102817 0.0010394779561234172
leaf_weight=0.0018432855102779233 0.0011444156314113782 0.0013669201474790539 0.0013411729268929017 0.0013053617912611479 0.001125110003856733 0.0012014454384926682 0.0010338257131336792 0.0011578282930376771 0.0010365587745541794 0.0013735760448344322 0.0013781707746848282
leaf_count=180 175 869 214 210 59 260 156 99 41 642 216
internal_value=0 0.000141059 -0.000130049 -0.000834142 -0.00244708 0.000669004 0.00139777 0.000477553 -0.000751255 0.000156589 -0.000809971
internal_weight=0 0.0141633 0.01232 0.00654914 0.00249203 0.00577083 0.00442966 0.00339583 0.00219439 0.00405711 0.00275175
internal_count=3121 2946 2766 1996 928 770 556 400 140 1068 858
is_linear=0
shrinkage=0.0098578


Tree=2559
num_leaves=12
num_cat=0
split_feature=484 4 12 39 49 51 16 52 15 0 1
split_gain=5.09239e-05 6.87075e-05 6.80209e-05 7.49832e-05 0.000119474 0.000111327 0.000112913 0.000211069 0.000122238 0.000142284 9.21168e-05
threshold=-0.0068949999999999992 0.27044500000000005 0.10711000000000002 0.097050000000000011 0.065470000000000014 0.08955500000000001 0.19444000000000003 0.091820000000000013 0.088235000000000022 -0.12333499999999999 0.092390000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 6 7 8 9 -2 -11
right_child=1 -3 -4 -5 -6 -7 -8 -9 -10 10 -12
leaf_value=-0.0024794615665838047 0.002286981007239502 0.0022172794149308101 -0.0030039159019512067 -0.0028498029404948745 0.004182622541019811 -0.0034528406408925881 0.0035849767830534278 -0.0048400255543472603 0.0033420771182431841 -0.0040423755234807813 0.00054111838606895235
leaf_weight=0.0010437859565911338 0.0016294459015581192 0.0018847654960924875 0.0010221887429263691 0.0010379694346829291 0.0010084474801914456 0.0011000050222055935 0.0012979132644282201 0.0010706669550363708 0.001702079200949707 0.0014040844759839058 0.001002624594331647
leaf_count=503 108 346 196 61 342 186 185 323 232 547 92
internal_value=0 0.000164045 -0.000151208 0.000107918 0.000408451 -4.94361e-06 0.000462898 -0.000132233 0.000746169 -0.000348546 -0.00213291
internal_weight=0 0.0141602 0.0122754 0.0112532 0.0102153 0.00920682 0.00810681 0.0068089 0.00573823 0.00403615 0.00240671
internal_count=3121 2618 2272 2076 2015 1673 1487 1302 979 747 639
is_linear=0
shrinkage=0.01155


Tree=2560
num_leaves=11
num_cat=0
split_feature=52 52 14 52 0 1 0 13 42 16
split_gain=5.23578e-05 9.52107e-05 9.16563e-05 8.30469e-05 0.000143976 9.89887e-05 0.000197465 0.000133202 0.000131092 0.000162349
threshold=-0.24456499999999998 -0.081429999999999989 -0.10708499999999999 -0.0064899999999999992 -0.17169499999999996 0.11551000000000002 -0.10224499999999999 -0.084319999999999992 -1.0000000180025095e-35 -0.056919999999999991
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 -4 -5 6 -6 -8 -9 -10
right_child=1 2 3 4 5 -7 7 8 9 -11
leaf_value=-0.0019102455660760321 0.0023802176887284835 -0.0032364550807571107 -0.0020843829997733046 0.0037139226424965262 -0.0042661351580160151 0.0029181815670766358 -0.0021727743882704736 -0.0015188125614411315 0.0055440908918804582 0.00010627962057287656
leaf_weight=0.0014949326468749616 0.0019432160141593961 0.001013928848571659 0.0016436385665614785 0.0013663375420659542 0.0013006286030025184 0.0010973834417401952 0.0016111419644149819 0.0011199602410066831 0.0012729618521024107 0.0012283071706040132
leaf_count=364 407 101 391 106 192 187 331 563 238 241
internal_value=0 0.000193583 -0.000171012 0.000121096 0.000524022 -4.71786e-05 -0.000545286 0.000379618 0.00151522 0.00287373
internal_weight=0 0.0135975 0.0116543 0.0106404 0.00899672 0.00763038 0.006533 0.00523237 0.00362123 0.00250127
internal_count=3121 2757 2350 2249 1858 1752 1565 1373 1042 479
is_linear=0
shrinkage=0.0106704


Tree=2561
num_leaves=17
num_cat=0
split_feature=1213 1447 124 12 48 48 2 0 52 15 3 4 0 16 4 1
split_gain=0.000582404 0.00029144 0.00020687 0.000233656 0.000210193 0.000227016 0.000305141 0.000329546 0.000256402 0.000247937 0.000266218 0.000212998 0.000186777 0.000167613 9.65253e-05 9.58801e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 0.10195500000000002 0.11650500000000001 0.12879500000000002 -0.086869999999999989 0.10005000000000001 -0.033209999999999996 -0.088204999999999992 -0.095869999999999983 -0.078934999999999991 0.23246000000000003 -0.077999999999999986 -0.5048999999999999 0.0052350000000000009 0.092695000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 5 -3 8 11 -7 15 12 -8 -11 -13 -12 -10
right_child=1 2 -4 -5 -6 6 7 -9 9 10 14 13 -14 -15 -16 -17
leaf_value=-0.0010830916813936837 -0.00076949764642914747 -0.00048862304344567575 0.00075653942782649567 -0.00067492781700496409 -0.00051611401685283719 -0.00048123067275994565 0.0011716086514598385 -7.2830073791595629e-05 8.2126752872271625e-05 -0.00039870802278058331 0.0004290773866549949 0.00085792236851090712 0.00039132987389941376 -3.3690160065447765e-05 0.0010054684246049951 -0.00050725789356336978
leaf_weight=0.0011623159882172022 0.0010112135007117979 0.0013065591033205584 0.0010284223498130121 0.00102091108279682 0.0012922948025050332 0.001926597590740404 0.0015906431487498901 0.0017260094373022497 0.0011853759730041033 0.0014625807541852436 0.0018101271451759406 0.0010142589788979632 0.0013999550776192388 0.0010017270218485481 0.0011267971443142955 0.0014879009136313393
leaf_count=491 255 73 42 111 70 321 276 151 118 501 235 78 130 111 53 105
internal_value=0 4.06524e-05 8.085e-05 4.49414e-05 8.50336e-05 0.000130628 0.000182057 0.000482747 2.7868e-05 0.000143631 0.000323193 0.000748627 -1.23312e-05 0.000414887 0.000650219 -0.000245915
internal_weight=0 0.0213914 0.0203802 0.0193517 0.0183308 0.0170385 0.015732 0.00533264 0.0103993 0.00847274 0.00579946 0.00360663 0.00286254 0.00201599 0.00293692 0.00267328
internal_count=3121 2630 2375 2333 2222 2152 2079 616 1463 1142 919 465 631 189 288 223
is_linear=0
shrinkage=0.00154607


Tree=2562
num_leaves=15
num_cat=0
split_feature=147 11 403 403 52 52 13 15 12 15 1 2 3 0
split_gain=0.000177974 0.000157501 0.000154332 0.000174039 0.000198147 0.000228663 0.000148856 0.000179379 0.000181291 0.000390823 0.000295571 0.000200726 0.000127899 6.56481e-05
threshold=0.088610000000000008 0.08776500000000001 0.10301500000000001 0.03138500000000001 0.19022000000000003 0.10347000000000002 -0.084034999999999985 0.035560000000000008 0.051320000000000005 -0.026084999999999994 0.11181500000000001 0.090675000000000019 0.16158000000000003 -0.084044999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 12 8 9 10 11 -8 13 -1
right_child=-2 -3 -4 -5 -6 -7 7 -9 -10 -11 -12 -13 -14 -15
leaf_value=0.00021509441225290066 0.00066270866786945681 -0.00068899024417656699 -0.00064900663255859875 0.0006046742665516457 -0.00069173227861835172 0.00064978949991714187 -0.00024525507517294588 -0.00069288665163162375 -0.00050522412170335212 0.00087265399627939723 -0.00084689141149504768 0.00064023598051030669 -0.00018603991356143683 0.00079463395705388579
leaf_weight=0.0011434327245693487 0.0010294253574065415 0.0010274840689223899 0.0010108472748690039 0.0013313749585608927 0.0011577697140983398 0.0014832333825423117 0.0016858160694194213 0.001474868156917968 0.0018631136263254347 0.0013726562504750572 0.0012268638348808467 0.001247497892894911 0.001205309826465141 0.0010501730597187757
leaf_count=380 127 121 200 161 326 179 80 559 477 90 114 95 94 118
internal_value=0 -5.24563e-05 -1.45481e-05 2.49382e-05 -2.68262e-05 2.91478e-05 -4.58789e-05 -0.000159978 -5.37076e-05 9.83351e-05 -0.000157153 0.000131332 0.000251908 0.000492545
internal_weight=0 0.0182804 0.017253 0.0162421 0.0149107 0.013753 0.0122697 0.00887082 0.00739595 0.00553283 0.00416018 0.00293331 0.00339892 0.00219361
internal_count=3121 2994 2873 2673 2512 2186 2007 1415 856 379 289 175 592 498
is_linear=0
shrinkage=0.00167351


Tree=2563
num_leaves=16
num_cat=0
split_feature=1213 0 403 147 52 15 13 15 2 42 0 1 47 160 15
split_gain=0.000498661 0.000205333 0.000260036 0.000231419 0.000196159 0.000595137 0.000204216 0.000188456 0.000192436 0.000245955 0.000178321 0.000164104 0.000398706 0.000194062 0.000101232
threshold=-1.0000000180025095e-35 0.18019500000000002 0.03138500000000001 0.089025000000000007 0.10160000000000001 -0.03241999999999999 -0.084034999999999985 0.035560000000000008 0.11215000000000001 0.079510000000000011 -0.084044999999999995 0.094465000000000007 0.093140000000000014 0.083670000000000008 -0.093244999999999981
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 6 -6 10 8 9 11 14 13 -13 -8 -2
right_child=1 -3 -4 -5 5 -7 7 -9 -10 -11 -12 12 -14 -15 -16
leaf_value=-0.0011646122743113033 -0.00029049749180687655 0.0007654428102414878 0.00061417739560492895 0.00073949438321844563 0.00032187241447849044 -0.0013136958248970024 0.00032012028377708225 -0.00070813507518508194 -0.00064309195757293722 -0.00063251462952158225 0.00088882530151571831 0.0013065211023482245 -0.00015104984648987041 -0.00060469079252065746 0.00043302080094587294
leaf_weight=0.0010854666965663595 0.0012320559043988173 0.0011382170144838407 0.0018970021950919088 0.0010143949374805663 0.0012728170687406268 0.001434567109718122 0.0017986457252536494 0.0015968921261381441 0.0013719387739713068 0.0012066384924029174 0.0011567405762962163 0.0011580131358616911 0.0011183550719184865 0.0011137895603823833 0.0011184056104889366
leaf_count=491 144 36 202 113 223 247 169 397 206 251 135 163 41 57 246
internal_value=0 4.76915e-05 3.50836e-06 -6.63056e-05 -0.000118774 -0.000544769 -2.91703e-05 -0.000163386 -5.1391e-05 7.55396e-05 0.000329187 0.000240195 0.000590432 -3.35511e-05 5.37698e-05
internal_weight=0 0.0196285 0.0184903 0.0165933 0.0155789 0.00270738 0.0128715 0.00936427 0.00776738 0.00639544 0.0035072 0.0051888 0.00227637 0.00291244 0.00235046
internal_count=3121 2630 2594 2392 2279 470 1809 1284 887 681 525 430 204 226 390
is_linear=0
shrinkage=0.00174112


Tree=2564
num_leaves=11
num_cat=0
split_feature=48 50 4 42 124 43 48 16 0 15
split_gain=5.20503e-05 9.4529e-05 0.000115032 8.38914e-05 0.000127301 0.000216682 0.000158627 0.000153343 0.000173605 0.000202318
threshold=0.12879500000000002 0.088425000000000017 0.27834500000000006 0.092145000000000019 -0.0066649999999999991 0.15359500000000004 0.092475000000000016 0.16703000000000004 -0.077999999999999986 -0.094549999999999981
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 6 7 8 9 -6
right_child=-2 -3 -4 -5 5 -7 -8 -9 -10 -11
leaf_value=-0.0028485864486029271 -0.0021654237540433057 -0.0024068597586614591 0.0030224734900331351 -0.001940060908773534 0.0015463661186002455 0.0051043231153859205 0.0037016232730191405 -0.0036830633064773256 0.0029554360241668067 -0.0029984263762465845
leaf_weight=0.0010367948864483155 0.0010215278899297639 0.0012895476992703077 0.0014361465617653531 0.0017260504711657911 0.0018208485451846408 0.0010076933600464515 0.0011052247378340874 0.0011057832243159538 0.0017034854799286778 0.0019944339784483465
leaf_count=147 90 525 297 402 141 121 136 260 143 859
internal_value=0 0.000138271 0.000391977 6.34837e-05 0.000417292 0.000804824 0.000244319 -0.000332489 0.000338858 -0.000829418
internal_weight=0 0.014226 0.0129365 0.0115003 0.00977426 0.00873747 0.00772978 0.00662455 0.00551877 0.00381528
internal_count=3121 3031 2506 2209 1807 1660 1539 1403 1143 1000
is_linear=0
shrinkage=0.0098578


Tree=2565
num_leaves=11
num_cat=0
split_feature=41 39 13 2 457 49 42 0 42 4
split_gain=5.42259e-05 6.366e-05 8.32232e-05 0.000151006 0.000104787 0.000109255 0.00010338 0.000131411 0.000116215 4.28586e-05
threshold=0.078065000000000009 0.0046100000000000004 -0.28558999999999996 0.11215000000000001 0.080930000000000016 -0.014169999999999999 0.091545000000000015 -0.10011499999999998 0.083995000000000014 0.053925000000000008
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 -4 7 -7 -9 -5
right_child=-2 -3 3 9 -6 6 -8 8 -10 -11
leaf_value=0.002430650653338173 -0.0025108473297293433 0.0020322826932001564 -0.0037013820138400871 -0.0015991976361658406 0.0027693995360787431 0.0030799993861512736 -0.0027999604863603242 -0.0022767812657953309 0.0023736972296317894 -0.0047538313383231343
leaf_weight=0.001380569621399476 0.001002514328149017 0.0019338888898690924 0.0010469171687455077 0.0011043849182987278 0.0015820200300019627 0.0019966021042565649 0.0011575833538401891 0.001862698156525643 0.0010276196520827199 0.0010218733107485792
leaf_count=134 154 326 161 148 157 162 387 830 517 145
internal_value=0 0.000161172 -0.000135909 -0.000464003 0.000185953 -0.000390386 0.000183083 0.000889688 -0.000623356 -0.00311531
internal_weight=0 0.0141142 0.0121803 0.0107997 0.00867344 0.00709142 0.0060445 0.00488692 0.00289032 0.00212626
internal_count=3121 2967 2641 2507 2214 2057 1896 1509 1347 293
is_linear=0
shrinkage=0.0111015


Tree=2566
num_leaves=17
num_cat=0
split_feature=147 11 52 52 13 1 160 3 13 0 52 13 4 4 4 15
split_gain=0.000216654 0.000203634 0.000139877 0.00015665 0.000132326 0.000215073 0.000203709 0.000207399 0.000147243 0.000139943 0.00017245 0.000139659 0.000230266 0.000100626 6.44937e-05 1.61558e-05
threshold=0.089025000000000007 0.087830000000000005 0.19022000000000003 0.10347000000000002 -0.084034999999999985 0.08844500000000001 -0.081639999999999976 0.10893000000000001 -0.015874999999999997 -0.019414999999999998 -0.087284999999999988 0.021350000000000004 -0.0016099999999999997 0.063160000000000008 -0.079164999999999985 -0.096999999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 14 -6 8 -8 10 -10 12 -12 -7 -1 -14
right_child=-2 -3 -4 -5 6 13 7 -9 9 -11 11 -13 15 -15 -16 -17
leaf_value=0.00014265257645222932 0.0007345518779865634 -0.00078533195160471138 -0.00054319290052121853 0.00048861480335078439 0.00051231696715864285 0.00024264694892372926 -0.00058103089768851083 -0.00084635357152935628 -0.00072987182620528983 0.00051452066996332535 0.00079231127209140125 -0.00050591267512346241 -0.00028694321752309622 0.00097571270371241451 -0.00045011482712042743 1.1671358999166144e-05
leaf_weight=0.0010023094417973555 0.0010268658246905564 0.0010113105941484948 0.0012936910940151971 0.0018392868931290237 0.0012226229694503486 0.0010756963637603284 0.0015358846936701868 0.001257303290548962 0.00104591968910853 0.0011872914841298439 0.0011717809294772841 0.001033597525803405 0.0010268025137175479 0.001023300873063673 0.0010552552467625745 0.0010031305776027049
leaf_count=146 124 118 341 229 151 110 555 52 171 113 320 157 48 99 339 48
internal_value=0 -5.48756e-05 -1.33136e-05 2.82818e-05 -2.95483e-05 0.000223131 -0.000129724 -0.000214479 -0.000115226 -4.62583e-06 -0.000121337 2.89422e-05 0.000201607 0.00060003 -0.000161358 -0.000139377
internal_weight=0 0.0187852 0.0177739 0.0164802 0.0146409 0.00415656 0.0104843 0.00926171 0.00800441 0.00646852 0.00528123 0.00423531 0.00320171 0.002099 0.00205756 0.00202993
internal_count=3121 2997 2879 2538 2309 694 1615 1464 1412 857 744 573 416 209 485 96
is_linear=0
shrinkage=0.00167351


Tree=2567
num_leaves=17
num_cat=0
split_feature=1213 147 52 42 15 16 52 4 0 1 1 2 1 52 0 52
split_gain=0.000476719 0.000180494 0.000220988 0.000244461 0.000225158 0.000276401 0.000274881 0.000315717 0.000275591 0.000316994 0.000168989 0.000339195 0.000147568 0.000250818 0.000136783 2.842e-05
threshold=-1.0000000180025095e-35 0.089025000000000007 0.19022000000000003 -0.11466499999999999 0.088235000000000022 -0.083134999999999987 0.10347000000000002 -0.46376499999999993 -0.062294999999999996 1.0000000180025095e-35 0.11181500000000001 0.098035000000000011 0.092695000000000013 -0.0064899999999999992 -0.15202999999999997 -0.083374999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 6 -6 7 -5 9 -9 11 12 13 -11 -12 -10
right_child=1 -3 -4 4 5 -7 -8 8 15 10 14 -13 -14 -15 -16 -17
leaf_value=-0.0011935214300609581 -0.00077802242012812084 0.00076641450999481405 -0.00067376671292444107 -0.0010022246416906417 0.0010412608979065924 -0.00011959092870646169 0.00071250837181044955 -0.0010039679795927296 0.00037550385317473075 -0.00029322692396043827 -0.00080348264361934239 0.00096840955689780754 -0.00064195513784289274 0.00083551753932370747 1.8175356696894584e-05 0.00078656148020372896
leaf_weight=0.0010295277248930671 0.0010292944895808715 0.001039515882618843 0.0013952169593304453 0.0010500713065793041 0.001635402293255761 0.0010702758833303341 0.0015960554082888679 0.001120840871585994 0.0010131158799310119 0.0015949393219413799 0.0011887832181069549 0.0013258383764368775 0.0010507125011502416 0.0010167058546128871 0.0013817483874030111 0.0011135854357661725
leaf_count=491 113 122 338 146 110 247 114 661 106 110 42 92 84 74 154 117
internal_value=0 4.62615e-05 5.97589e-06 6.11553e-05 0.000114612 0.000582067 2.05932e-05 -7.25498e-05 1.77889e-05 -0.000122598 8.09498e-06 0.000198717 -7.9925e-05 0.00014619 -0.000361813 0.000590742
internal_weight=0 0.0196221 0.0185826 0.0171874 0.0161581 0.00270568 0.0134524 0.0118563 0.0108063 0.00867957 0.00755873 0.0049882 0.00366236 0.00261165 0.00257053 0.0021267
internal_count=3121 2630 2508 2170 2057 357 1700 1586 1440 1217 556 360 268 184 196 223
is_linear=0
shrinkage=0.00177594


Tree=2568
num_leaves=12
num_cat=0
split_feature=1 0 150 151 151 4 3 15 47 16 16
split_gain=5.04323e-05 0.000119392 7.69166e-05 0.000183832 0.000114221 0.000110228 0.000148021 8.90846e-05 0.000104678 7.04306e-05 0.000137
threshold=0.077565000000000009 -0.087634999999999977 0.081835000000000019 -0.024429999999999997 -0.033849999999999991 0.24564500000000003 0.088060000000000013 0.024640000000000006 0.086380000000000012 0.19444000000000003 -0.083134999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 4 -4 -2 6 7 8 -6 10 -3
right_child=2 9 3 -5 5 -7 -8 -9 -10 -11 -12
leaf_value=-0.0040176685356387003 -0.0034538634712975341 0.0019616759541219472 0.0056932343180647093 -0.00079230350107464169 0.0048749240372829026 0.0027489997976543664 -0.0037352003615521937 -0.0018838521329458651 -9.231980668610303e-05 0.0022077575679399141 -0.0036585665876478993
leaf_weight=0.0012771788038937215 0.0011566698688429975 0.0010539517797211822 0.0011091928993853372 0.0012290736930233035 0.0010113366225396611 0.0020000080224928645 0.0013404354134674001 0.001115060984535194 0.0012851506625527059 0.0013274645343229509 0.0012828373207712787
leaf_count=502 115 271 193 108 184 262 123 342 158 185 678
internal_value=0 -0.00097672 0.000443867 0.00228421 -0.000100247 0.000474254 -0.000483137 0.000794635 0.00209518 8.32055e-05 -0.00112369
internal_weight=0 0.00494143 0.0102469 0.00233827 0.00790866 0.00675199 0.00475198 0.00341155 0.00229649 0.00366425 0.00233679
internal_count=3121 1636 1485 301 1184 1069 807 684 342 1134 949
is_linear=0
shrinkage=0.01155


Tree=2569
num_leaves=17
num_cat=0
split_feature=1213 147 11 0 403 52 15 13 157 3 2 47 15 15 0 3
split_gain=0.000491817 0.000232656 0.00029772 0.00022593 0.000335595 0.000235702 0.000705984 0.000328764 0.000216856 0.000330736 0.000286282 0.000195281 0.00018181 0.000162856 0.00012296 5.40533e-05
threshold=-1.0000000180025095e-35 0.089025000000000007 0.088215000000000002 0.18019500000000002 0.03138500000000001 0.10160000000000001 -0.03241999999999999 -0.084034999999999985 -0.073574999999999988 0.11296500000000002 0.089885000000000007 0.09550500000000002 -0.089964999999999976 -0.024814999999999997 -0.11756999999999999 -0.049509999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 7 -7 14 -9 10 11 13 -12 -10 -2 -16
right_child=1 -3 -4 -5 -6 6 -8 8 9 -11 12 -13 -14 -15 15 -17
leaf_value=-0.0011272013022316407 8.4988280587775149e-05 0.00078976091474393156 -0.00090284211555119974 0.00081331542955252007 0.00066414333201158767 0.00047750870633452019 -0.0013034743935267637 0.00058138414492805632 -0.0010630454017515562 -0.0010152392839049053 0.00082167346220460345 0.00012841048867323848 -4.0993244527094203e-05 -0.00025061423905242219 0.00045915745807934341 0.0010163379997061694
leaf_weight=0.0010981778774997513 0.0014507048834420111 0.0011537797771844138 0.0010074016561523172 0.001064884309136426 0.0019930857750867668 0.0011312571522278103 0.0015198314952387234 0.0010615331020650673 0.0013438879254817453 0.0013415088847779089 0.0012259530949392094 0.0015137097035471669 0.0016975200923966833 0.0015459701930335724 0.0010219150010039322 0.0010074921782462793
leaf_count=491 100 122 109 24 191 219 245 176 127 48 143 83 297 339 310 97
internal_value=0 4.45118e-05 1.36091e-06 4.95074e-05 3.95176e-06 -7.90061e-05 -0.000543504 1.42116e-05 -0.000146836 -0.000236012 -9.33438e-05 -0.000368265 0.000320764 -0.000628424 0.000464487 0.000735768
internal_weight=0 0.0210804 0.0199267 0.0189193 0.0178544 0.0158613 0.00265109 0.0132102 0.00973008 0.00866855 0.00732704 0.00440357 0.00292347 0.00288986 0.00348011 0.00202941
internal_count=3121 2630 2508 2399 2375 2184 464 1720 1213 1037 989 549 440 466 507 407
is_linear=0
shrinkage=0.00170698


Tree=2570
num_leaves=18
num_cat=0
split_feature=1213 453 147 1374 11 4 52 4 52 3 48 16 15 3 13 15 3
split_gain=0.000508868 0.000255983 0.000289027 0.000236236 0.000264068 0.000271853 0.000254172 0.000184853 0.000260589 0.000225083 0.000222784 0.00025991 0.000411067 0.00022495 0.000118042 0.000123964 2.66308e-05
threshold=-1.0000000180025095e-35 1.0000000180025095e-35 0.089025000000000007 -0.08070999999999999 0.087830000000000005 0.27287000000000006 0.19022000000000003 -0.51843499999999987 0.077655000000000016 -0.084074999999999997 0.088965000000000002 -0.056919999999999991 -0.016799999999999995 -0.0080949999999999998 -0.093839999999999993 -0.094549999999999981 -0.0080949999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 6 7 -5 10 -10 11 14 -13 -14 -9 -16 -11
right_child=1 -3 -4 4 -6 -7 -8 8 9 16 -12 12 13 -15 15 -17 -18
leaf_value=-0.00104360163694443 -0.00069064406719917778 -0.00071529571205596379 0.00086008491813949054 -0.00051014060946816763 -0.00068186995383546004 0.00075813278399234729 -0.00062288900108844981 0.00063284854854481784 1.761279997648945e-05 0.00068414218928856344 0.00050588321902109569 -0.00093596797923450208 -0.00042353871606489688 0.00060509031941995215 0.00040984186635036393 -0.00024333524079746195 0.0010365170600036252
leaf_weight=0.0010857418490823256 0.001010767982694504 0.0010139849296457717 0.0010767151304752953 0.0010245733676676949 0.001029325181508777 0.0014773236220651754 0.0011889714637760779 0.0010943768384081842 0.0011946721548083961 0.0010166849393236366 0.0019856158270419033 0.001675717991086457 0.0010017882725007702 0.0010313924055138776 0.0012108635689234704 0.0016287264965052835 0.0010341016505392977
leaf_count=491 53 79 114 50 117 241 324 40 167 171 223 358 243 65 67 286 32
internal_value=0 4.225e-05 8.12783e-05 3.62066e-05 7.79636e-05 0.000125179 6.32021e-05 0.000121895 0.000172195 0.000551066 4.449e-05 -7.53799e-05 -0.000369012 9.82645e-05 0.000201453 3.51938e-05 0.000861826
internal_weight=0 0.0206956 0.0196816 0.0186049 0.0175941 0.0165648 0.0150875 0.0138985 0.0128739 0.00324546 0.00962848 0.00764287 0.0037089 0.00203318 0.00393397 0.00283959 0.00205079
internal_count=3121 2630 2551 2437 2384 2267 2026 1702 1652 370 1282 1059 666 308 393 353 203
is_linear=0
shrinkage=0.00154607


Tree=2571
num_leaves=11
num_cat=0
split_feature=11 3 1 15 3 16 2 43 16 3
split_gain=5.38554e-05 6.39464e-05 7.62087e-05 0.000118962 0.000136967 0.00011087 0.000120702 8.1631e-05 9.36537e-05 7.86467e-05
threshold=0.081790000000000015 -0.12018999999999998 0.094385000000000011 -0.0040799999999999994 0.084940000000000015 -0.27167499999999994 0.11448000000000001 -0.077604999999999993 -0.083134999999999987 0.083060000000000009
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 -4 9 -5 -9 -7
right_child=-2 2 5 7 -6 6 -8 8 -10 -11
leaf_value=0.0027280625252615893 -0.0030235312315853588 -0.0067984846260141906 -0.0025963700900558896 0.0032411837891554106 -2.2770744133182333e-05 0.0028586740765756294 0.0064097261669391345 0.001539505973161327 -0.0037687863729580547 -0.0015141063593530439
leaf_weight=0.0018242686178625471 0.0011418662169618296 0.0013429667119957871 0.0013262104280202577 0.0013146906076775245 0.0011355174324059192 0.0018252832741607137 0.0010427620233418242 0.0013725517184108326 0.0013692893452838415 0.0015847429644626487
leaf_count=180 175 869 214 210 59 316 156 352 506 84
internal_value=0 0.000218787 -0.000152951 -0.00121535 -0.00369419 0.00104844 0.002134 0.000299183 -0.00111148 0.00082651
internal_weight=0 0.0141383 0.012314 0.00653502 0.00247848 0.005779 0.00445279 0.00405653 0.00274184 0.00341003
internal_count=3121 2946 2766 1996 928 770 556 1068 858 400
is_linear=0
shrinkage=0.0143609


Tree=2572
num_leaves=12
num_cat=0
split_feature=41 2 133 52 52 3 160 4 2 49 3
split_gain=5.08015e-05 6.4687e-05 4.83855e-05 9.36152e-05 0.000162345 0.000195756 9.06137e-05 7.89912e-05 0.000256858 0.000139975 0.000110906
threshold=0.078065000000000009 -1.0000000180025095e-35 0.10722500000000001 0.070205000000000017 0.19022000000000003 -0.076669999999999988 -0.081969999999999987 0.0052350000000000009 0.11215000000000001 -0.080089999999999981 0.090900000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 6 5 -5 -3 9 10 -8 -9
right_child=-2 2 -4 4 -6 -7 7 8 -10 -11 -12
leaf_value=0.0027457701622782826 -0.0024756069829599647 0.0023602878801132696 -0.0024395888520059314 0.00041296806607947392 -0.0019886917252004712 0.0069249160936967445 0.00095485092366102726 -2.1521726252700129e-05 -0.0043544557697535787 -0.0042730978238832958 0.0042863629081106875
leaf_weight=0.0011386702935686195 0.0010062016566429475 0.0012175967530546946 0.0010174368125575881 0.0013165320908149619 0.0010566612477580055 0.001075412028482583 0.0010121732829485347 0.0019546275759776532 0.0012658535977567859 0.0018696891672370093 0.0012604137466610682
leaf_count=177 154 256 408 394 291 132 112 193 192 766 46
internal_value=0 0.000157437 -6.84686e-05 0.000132086 0.00170778 0.00334072 -0.000501214 -0.000974427 -3.3828e-05 -0.00243693 0.00166733
internal_weight=0 0.0141851 0.0130464 0.012029 0.00344861 0.00239194 0.00858035 0.00736276 0.00448089 0.00288186 0.00321504
internal_count=3121 2967 2790 2382 817 526 1565 1309 431 878 239
is_linear=0
shrinkage=0.0113235


Tree=2573
num_leaves=15
num_cat=0
split_feature=147 403 403 52 123 42 13 16 12 52 2 1 4 151
split_gain=0.000198223 0.000149767 0.000184827 0.000195913 0.00018092 0.0002024 0.000180366 0.00016178 0.000166215 0.000142391 0.000174495 0.00018983 0.00017989 0.00028577
threshold=0.089025000000000007 0.10301500000000001 0.03138500000000001 0.19022000000000003 1.0000000180025095e-35 -1.0000000180025095e-35 0.11217000000000001 0.061255000000000011 0.097825000000000009 0.077655000000000016 0.11389000000000002 0.10374500000000002 0.053180000000000012 -0.0071249999999999985
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 -1 7 9 -9 10 11 12 13 -7
right_child=-2 -3 -4 -5 -6 6 -8 8 -10 -11 -12 -13 -14 -15
leaf_value=-0.0006670070176684128 0.00076695039370888035 -0.00073417905857611678 0.00061994047422436207 -0.00076644281928753288 0.0006839523179252439 0.00014464277532624361 0.00066030103274862702 -0.00079138085772094391 0.00013274810936554955 0.00064373950454573857 -0.00059402922241626774 0.00058125960265549136 0.00046119388618462442 -0.0010811004787345626
leaf_weight=0.0016461360907363146 0.001013214130821778 0.0010099517086716884 0.0013783456527227947 0.0012285526500682422 0.0011270435880047164 0.0014075803203415522 0.0012544026155107977 0.0017127164816312787 0.0010183968355688116 0.001182555796076179 0.0014559271302057586 0.0018666617227044817 0.0011659392319665236 0.0011213412310154807
leaf_count=597 124 200 171 331 225 172 52 319 64 218 123 83 64 378
internal_value=0 -5.58389e-05 -1.68371e-05 -7.10587e-05 -1.39471e-05 -7.08139e-05 9.72548e-06 -6.49314e-05 -0.000446785 6.22497e-05 -3.5741e-05 0.000110411 -0.000127464 -0.00039886
internal_weight=0 0.0185756 0.0175656 0.0161873 0.0149587 0.0138317 0.0121855 0.0109311 0.00273111 0.00820001 0.00701745 0.00556152 0.00369486 0.00252892
internal_count=3121 2997 2797 2626 2295 2070 1473 1421 383 1038 820 697 614 550
is_linear=0
shrinkage=0.00181146


Tree=2574
num_leaves=12
num_cat=0
split_feature=39 3 50 457 52 151 4 1 3 4 3
split_gain=4.59732e-05 8.75437e-05 9.63013e-05 8.348e-05 0.000121466 0.000198185 0.000134912 0.000144553 8.71759e-05 0.00011404 7.45033e-05
threshold=0.0046100000000000004 0.149315 0.088425000000000017 0.080930000000000016 0.11125500000000001 -0.0077149999999999988 0.23246000000000003 0.092695000000000013 -0.059315 -0.083854999999999985 0.0051600000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 -1 7 8 9 -7 -2
right_child=10 -3 -4 -5 -6 6 -8 -9 -10 -11 -12
leaf_value=-0.0042292887475241696 0.0032319840029485457 0.0022572051194862169 -0.003183805647903206 0.0017456915446870528 -0.0037108692245481386 0.0010573986637313175 0.0030594559478830208 -0.0034012388525646495 0.0025654462869164722 -0.003078792085101091 -0.00054291533152885573
leaf_weight=0.0010139723638046159 0.0010275733458842461 0.0012465899674978182 0.0011623631190859482 0.0017910967536439717 0.0010647619775414939 0.0017776147687176163 0.0014940593649895861 0.0011420169452272845 0.001397253760967609 0.001019141886496616 0.0010049633515110991
leaf_count=158 294 145 506 169 284 348 111 200 109 733 64
internal_value=0 -0.000227828 -0.000488976 -0.000196229 -0.000586647 -0.000162562 0.000441171 -0.000291935 0.00055472 -0.000449835 0.00136553
internal_weight=0 0.0131089 0.0118623 0.0106999 0.00890882 0.00784406 0.00683009 0.00533603 0.00419401 0.00279676 0.00203254
internal_count=3121 2763 2618 2112 1943 1659 1501 1390 1190 1081 358
is_linear=0
shrinkage=0.0098578


Tree=2575
num_leaves=17
num_cat=0
split_feature=147 11 403 456 403 42 12 403 12 0 2 52 4 47 0 42
split_gain=0.000264713 0.00019725 0.000133515 0.000174528 0.000156736 0.000212442 0.0001787 0.000177447 0.000214623 0.000308515 0.000282672 0.000200549 0.000202189 0.000126621 0.000158588 6.67905e-05
threshold=0.089025000000000007 0.08776500000000001 -1.0000000180025095e-35 1.0000000180025095e-35 0.10301500000000001 0.088060000000000013 0.092355000000000007 0.03138500000000001 0.084100000000000022 -0.019414999999999998 0.099515000000000006 -0.087284999999999988 -1.0000000180025095e-35 0.09550500000000002 -0.23051499999999997 0.092145000000000019
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 7 15 8 9 11 -10 -4 -13 14 -14 -7
right_child=-2 -3 3 -5 -6 6 -8 -9 10 -11 -12 12 13 -15 -16 -17
leaf_value=-0.0005198900424478913 0.00075244561177288324 -0.00071232028059496166 -0.00068679234907366568 -0.00060626839922300131 -0.0005315850028639183 0.00095271118948602395 -6.670663199418231e-05 0.00058158043095817068 -0.00094172613665244093 0.00084666475879714557 9.1599318599212796e-05 0.00050339173561461225 0.00014422893839584493 0.00030356157540911829 -0.00062493926949812296 0.00040961960129304694
leaf_weight=0.0011768763795910317 0.0010230051499973752 0.0010317868442616387 0.0010265576658512075 0.0010015734828052692 0.0010020570608811315 0.0011768793956643672 0.0010778000650722899 0.0011261774603944516 0.0013412643080332664 0.0010415117270537611 0.0011980043861837264 0.0016846665502615035 0.0010584587793118763 0.0010898289695068231 0.0016235984751489848 0.0010022450471047738
leaf_count=752 124 121 97 219 196 166 265 118 379 111 121 132 33 45 116 126
internal_value=0 -5.5285e-05 -1.68269e-05 1.91622e-05 5.97093e-05 0.000100722 0.000448235 -4.23395e-07 -6.55512e-05 6.56068e-05 -0.000454212 -5.98701e-05 5.80746e-05 -0.000140821 -0.000321391 0.000702927
internal_weight=0 0.0186593 0.0176275 0.0164506 0.015449 0.014447 0.00325692 0.0111901 0.0100639 0.00752462 0.00253927 0.00648311 0.00545655 0.00377189 0.00268206 0.00217912
internal_count=3121 2997 2876 2124 1905 1709 557 1152 1034 534 500 423 326 194 149 292
is_linear=0
shrinkage=0.00154607


Tree=2576
num_leaves=15
num_cat=0
split_feature=147 484 403 403 160 133 150 42 2 43 1 0 1 13
split_gain=0.000252657 0.000135542 0.000127001 0.000165325 0.000176699 0.000186072 0.000178471 0.000194348 0.000123964 0.00023298 0.000214131 0.000166722 0.000155323 0.00012285
threshold=0.089025000000000007 -0.0068949999999999992 0.10301500000000001 0.08332500000000001 -0.082299999999999984 -0.0061299999999999992 0.10479000000000001 0.088060000000000013 0.084245000000000014 0.05259500000000001 0.086105000000000015 -0.20211999999999997 0.092695000000000013 -0.080519999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 -6 7 8 12 10 -10 -12 -7 -9
right_child=-2 2 -4 -5 5 6 -8 13 9 -11 11 -13 -14 -15
leaf_value=-0.00061883625713517567 0.0008172782526256454 -0.0005458888849829216 -0.00061114608523229553 0.00064535776352569899 -0.00062312082574114745 0.00072590470611310698 -0.0005719155366261761 0.00099291923272668762 -0.00084034299513502072 0.00047300099680033959 -0.00047995258253654246 0.00040810014828741333 -4.2765312012005379e-05 0.0002560474892009892
leaf_weight=0.0011902335548692215 0.001004755263594728 0.0017379224499428228 0.0010085996774311509 0.0011218894531692175 0.001153146734130279 0.0013887872928997746 0.001070557042518531 0.0011033942870974558 0.0015219798064167456 0.0013977740011230436 0.0012052168754728143 0.0012599581466593429 0.0017080058422575765 0.0016377831196409702
leaf_count=492 124 455 190 93 473 102 72 114 285 42 46 208 126 299
internal_value=0 -6.16339e-05 -2.33318e-05 1.30262e-05 -3.36928e-05 3.25066e-05 9.40055e-05 0.000157528 2.98276e-05 -0.000126667 -0.000336893 -2.60662e-05 0.000301952 0.000552657
internal_weight=0 0.0185052 0.017315 0.0163064 0.0151845 0.0134466 0.0122935 0.0112229 0.00848172 0.00538493 0.00398715 0.00246518 0.00309679 0.00274118
internal_count=3121 2997 2505 2315 2222 1767 1294 1222 809 581 539 254 228 413
is_linear=0
shrinkage=0.00170698


Tree=2577
num_leaves=17
num_cat=0
split_feature=1213 147 11 0 403 40 13 4 15 16 3 15 1 48 1 16
split_gain=0.000520985 0.000280461 0.000275596 0.000181715 0.000276652 0.000206968 0.000196697 0.000419744 0.000269417 0.000234292 0.000255721 0.000204238 0.000164953 0.000135839 0.000127509 3.4814e-05
threshold=-1.0000000180025095e-35 0.089025000000000007 0.087830000000000005 0.18019500000000002 0.092070000000000013 -0.082239999999999994 -0.059629999999999996 0.08184000000000001 0.035560000000000008 0.22339500000000004 -0.077774999999999983 -0.016799999999999995 0.11634000000000001 0.085700000000000012 0.092695000000000013 -0.4714549999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 -2 7 9 11 10 -7 12 13 14 -8 -9
right_child=1 -3 -4 -5 -6 6 8 15 -10 -11 -12 -13 -14 -15 -16 -17
leaf_value=-0.0011015814639330245 -0.0007496241433398007 0.00082998252868151203 -0.00079883685950914607 0.00070600186390889141 0.00074166851780598181 -0.00032590811441031528 0.00063110004334455223 0.00060871498187708018 -0.00072073910181311878 -0.00075183341971873398 0.00075028280315824392 0.0004490151179287548 -0.00071520692573643003 -0.00035532716397856229 -9.0169752414822054e-05 0.0010312911564019647
leaf_weight=0.0010849164315012106 0.0010315374152756332 0.0011065859509275895 0.0010629946442788354 0.0010126709531522162 0.0012211638718016759 0.001227964473182516 0.001084667515377653 0.0010073637563203994 0.0017184147308269958 0.0010195494964548094 0.0010682417387061233 0.0018514438972667665 0.0011334524896161871 0.0019066311633544331 0.0015268537836898299 0.0010103562769381556
leaf_count=491 122 122 118 24 117 522 161 82 397 156 266 133 86 147 72 105
internal_value=0 4.29272e-05 -3.19523e-06 4.42654e-05 4.39533e-06 -5.33683e-05 -4.02326e-06 0.000241853 -0.000146232 -0.000110156 0.000174758 -1.46536e-05 -0.00016655 -2.89101e-05 0.000209402 0.000820316
internal_weight=0 0.0199899 0.0188833 0.0178203 0.0168076 0.0155865 0.0145549 0.00533348 0.00922146 0.00331576 0.00229621 0.00750305 0.0056516 0.00451815 0.00261152 0.00201772
internal_count=3121 2630 2508 2390 2366 2249 2127 1131 996 944 788 599 466 380 233 187
is_linear=0
shrinkage=0.00160853


Tree=2578
num_leaves=12
num_cat=0
split_feature=1 0 147 13 52 3 1 16 12 4 43
split_gain=5.05588e-05 0.000103823 7.57862e-05 7.66581e-05 0.000161718 0.000116874 9.51082e-05 6.87237e-05 6.10505e-05 5.01558e-05 3.16239e-05
threshold=0.077565000000000009 -0.087634999999999977 0.085835000000000009 -0.00096999999999999983 -0.013374999999999998 0.10893000000000001 0.10538500000000002 -0.16927999999999996 0.091545000000000015 0.0061450000000000003 -0.082064999999999985
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -2 6 9 -6 10 -5 -3
right_child=2 8 -4 5 7 -7 -8 -9 -10 -11 -12
leaf_value=-0.0040432600825869728 0.0052143164021415051 0.002965521528522972 0.0036067633216942596 -0.0028057325626665471 0.0014867592756744083 -0.0037708823775784556 0.002559344219247933 -0.0026397368698033441 -0.001763495993884497 0.00067989912056141814 -7.7915351520079783e-05
leaf_weight=0.0012808658397061236 0.0011871640466642802 0.0010063761952908571 0.0010393464957872195 0.0013782899710551751 0.001408859385368319 0.0014571871577473416 0.001639969580280321 0.0010644178738957438 0.0016290437058318922 0.0011275439923040809 0.0010460746763496774
leaf_count=502 308 239 125 217 190 72 155 364 465 54 430
internal_value=0 -0.00103756 0.000468383 0.00011626 0.00149575 -0.000784961 0.000264545 -0.00028915 8.17954e-06 -0.00123731 0.00141437
internal_weight=0 0.00496236 0.0103028 0.00926343 0.00366044 0.00560299 0.0041458 0.00247328 0.00368149 0.00250583 0.00205245
internal_count=3121 1636 1485 1360 862 498 426 554 1134 271 669
is_linear=0
shrinkage=0.0122569


Tree=2579
num_leaves=18
num_cat=0
split_feature=1213 147 11 133 475 15 160 42 4 403 47 1 1 16 2 4 3
split_gain=0.000532672 0.000218943 0.000217331 0.000181124 0.000265135 0.000259624 0.000286149 0.00023418 0.000262082 0.000211261 0.000167799 0.000136628 0.000138729 0.000183873 0.000191509 7.02256e-05 6.08515e-05
threshold=-1.0000000180025095e-35 0.089025000000000007 0.087830000000000005 -0.083244999999999986 -1.0000000180025095e-35 -0.10653 -1.0000000180025095e-35 0.088200000000000014 0.08184000000000001 0.08332500000000001 0.077555000000000013 0.10508500000000001 0.090965000000000004 -0.078844999999999985 0.098035000000000011 -0.034939999999999992 -0.080934999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 9 -5 10 -7 8 11 -2 -6 12 13 16 -15 -9 -8
right_child=1 -3 -4 4 5 6 7 15 -10 -11 -12 -13 -14 14 -16 -17 -18
leaf_value=-0.0011613328758433975 -4.3472635538807799e-05 0.00075128390452109675 -0.00070101244674503017 -0.00068351441547302651 0.00094584303941003321 -0.00077954289027221992 0.00074175943203901571 0.00017223754604135048 -0.00069456249326411187 0.0009712012119047922 0.00012400353110468706 0.0006023428366388531 -0.00046468239777938556 -0.00073044583283822051 0.00025010624397880037 0.00073391867852981162 0.00017298880928903846
leaf_weight=0.0010463104222619172 0.0010671667493225455 0.0010986048475448073 0.0011265759414907919 0.0014687929847767281 0.0012576408595333594 0.0013088050166062256 0.0010170863365880356 0.0010863846638345734 0.0015993532643795716 0.0011450204545888007 0.0014282501767738064 0.0010043505933226282 0.0015964234091421781 0.001051932241515733 0.0010935672480480996 0.0013361727023086236 0.0010083640042486373
leaf_count=491 245 122 118 403 174 406 128 203 68 106 139 95 94 146 52 98 33
internal_value=0 3.85484e-05 -1.4097e-06 4.12641e-05 -1.86708e-05 4.73622e-05 -5.50493e-05 3.28007e-05 -9.72061e-05 0.000481719 0.000508821 4.38782e-05 -5.33748e-05 0.000104052 -0.000230656 0.000482035 0.000458599
internal_weight=0 0.0206945 0.0195959 0.0184693 0.0162571 0.0147883 0.0121024 0.0107936 0.00837108 0.00221219 0.00268589 0.00677172 0.00576737 0.00417095 0.0021455 0.00242256 0.00202545
internal_count=3121 2630 2508 2390 2039 1636 1323 917 616 351 313 548 453 359 198 301 161
is_linear=0
shrinkage=0.0016407


Tree=2580
num_leaves=16
num_cat=0
split_feature=1213 147 403 15 52 475 15 52 49 3 16 15 3 12 16
split_gain=0.000543974 0.000265187 0.000229044 0.000320484 0.0002394 0.00018694 0.000277206 0.000173209 0.000251237 0.000222369 0.000403544 0.000323672 0.000233422 0.000221696 9.92221e-05
threshold=-1.0000000180025095e-35 0.089025000000000007 0.03138500000000001 0.088235000000000022 0.25317500000000004 -1.0000000180025095e-35 -0.24436499999999997 0.077655000000000016 -0.081404999999999991 -0.075944999999999985 -0.23935499999999996 -0.016799999999999995 0.097915000000000016 0.084100000000000022 -0.092484999999999984
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 -4 5 -2 -7 8 -8 10 -10 12 14 -9 -11
right_child=1 -3 3 -5 -6 6 7 13 9 11 -12 -13 -14 -15 -16
leaf_value=-0.0013008415925134028 -0.00066263338810476408 0.00092194922266194371 -0.00015107081935273087 0.0012416862994032833 -0.00088461524755003142 0.0009178606716031965 0.00045550452539637909 0.00087645227920165876 4.9883574703650378e-06 -0.00049480138207203114 -0.0016229793633408378 0.00056841525833713018 -0.00098080555504768984 -7.9131428272884779e-05 0.00022400452994976084
leaf_weight=0.0010577006181707966 0.001360776643211512 0.0011452679641353906 0.0011054193372678099 0.0011517097505824303 0.001140271177541465 0.0011651360647086479 0.0019165843228425858 0.0014762702559603649 0.0010395471385447053 0.0010959768126176245 0.001039756956432129 0.0017195817711038348 0.0014571642926541895 0.0018900036885775018 0.0016316524538678729
leaf_count=491 408 122 167 39 299 166 145 83 43 62 549 92 64 255 136
internal_value=0 5.82462e-05 6.69966e-06 0.000559589 -6.70005e-05 -7.96577e-06 5.37635e-05 -2.2126e-05 -0.000145234 -0.000289449 -0.000809078 -0.000106455 -0.000383768 0.000339937 -6.48157e-05
internal_weight=0 0.0203351 0.0191899 0.00225713 0.0169327 0.0157925 0.0144317 0.0132665 0.00990026 0.00798368 0.0020793 0.00590438 0.00418479 0.00336627 0.00272763
internal_count=3121 2630 2508 206 2302 2003 1595 1429 1091 946 592 354 262 338 198
is_linear=0
shrinkage=0.00184769


Tree=2581
num_leaves=11
num_cat=0
split_feature=4 43 13 16 15 16 16 0 49 2
split_gain=4.76523e-05 0.000159367 0.000212014 7.75279e-05 0.000102111 0.000170353 0.000163742 0.0001444 0.000223385 0.000118893
threshold=-0.49405499999999997 -0.27207999999999993 0.10935500000000002 0.22339500000000004 -0.0063699999999999989 -0.056919999999999991 -0.014034999999999997 -0.10224499999999999 -0.043469999999999995 0.091545000000000015
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 5 7 9 8 -3 -6
right_child=1 2 -4 -5 6 -7 -8 -9 -10 -11
leaf_value=-0.0022616058588788676 -0.0043636508317199882 0.0032132249093339018 0.0058207719446796858 -0.0027455111459248095 0.0019999343395978478 -0.0036773004852812098 0.004720949308461151 0.0044608471667369858 -0.0031843250883213528 -0.0029515884600427524
leaf_weight=0.0012586085915234939 0.0010336954504839855 0.0013321304381166826 0.001011945309219991 0.0012447830016154545 0.0017717464796916903 0.0018208446488853685 0.0017117814664533888 0.0011012317262864796 0.0019298613755339695 0.0011578385311995926
leaf_count=156 134 112 94 295 715 540 261 402 202 210
internal_value=0 0.000178591 0.000537499 9.45587e-05 0.000421129 -0.000589941 0.00176826 0.000698464 -0.000571697 4.29801e-05
internal_weight=0 0.0141159 0.0130822 0.0120702 0.0108254 0.00618407 0.00464137 0.00436322 0.00326199 0.00292959
internal_count=3121 2965 2831 2737 2442 1256 1186 716 314 925
is_linear=0
shrinkage=0.0120166


Tree=2582
num_leaves=16
num_cat=0
split_feature=43 147 159 43 50 48 4 16 133 52 4 0 47 16 43
split_gain=0.000164255 0.000143879 0.000226546 0.000140725 0.000149594 0.00014526 0.000193027 0.000163232 0.000225875 0.000272072 0.000252938 0.000238502 0.000242919 0.000201099 0.000141661
threshold=0.24789500000000006 0.088610000000000008 -0.032739999999999991 0.12266000000000001 0.088280000000000011 0.11951500000000001 0.40473500000000007 -0.36241499999999999 0.090310000000000015 0.077655000000000016 -0.04890499999999999 -0.10607499999999999 0.09550500000000002 -0.087484999999999993 -0.08287499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 6 7 -4 9 10 -9 13 -13 -12 -11
right_child=-2 -3 3 -5 -6 -7 -8 8 -10 14 11 12 -14 -15 -16
leaf_value=-0.00068752431018104742 -0.00066055871017989991 0.00061607961988564277 -0.00060591206106367832 0.00057933655451713529 0.00052908346304521704 -0.00064396059700253601 0.00062480573649111135 -0.00061907245798467148 -0.00064945123847803918 0.0010029040166546243 0.00010384393106141934 -0.00075784247807837853 0.00026951726209383658 0.0010010265055657615 0.00016225469759042395
leaf_weight=0.001248035273271649 0.0010020706121854411 0.0010341616989526714 0.0013541647254293075 0.001196413751364144 0.0012943180327014353 0.001039687402776047 0.0011846178738356998 0.0016992634458107931 0.0012710576685087899 0.0011199628325231081 0.0018892771078693471 0.0012986399846923323 0.001184760775010868 0.001044230338063779 0.0010413226356289634
leaf_count=394 188 122 126 65 327 61 177 313 329 67 68 366 93 82 343
internal_value=0 2.10843e-05 -1.33571e-05 3.72747e-05 -4.77946e-06 -5.36921e-05 -6.79972e-06 -6.96605e-05 -8.19198e-07 8.80466e-05 -6.67952e-05 0.000106452 -0.000267718 0.000423211 0.000597873
internal_weight=0 0.0188999 0.0178658 0.0166177 0.0154213 0.014127 0.0130873 0.0119027 0.0105485 0.00927746 0.00711617 0.00541691 0.0024834 0.00293351 0.00216129
internal_count=3121 2933 2811 2417 2352 2025 1964 1787 1661 1332 922 609 459 150 410
is_linear=0
shrinkage=0.0016407


Tree=2583
num_leaves=16
num_cat=0
split_feature=147 11 12 15 14 13 16 2 150 49 16 13 16 1 4
split_gain=0.000214793 0.000183037 0.000147893 0.000137991 0.000165733 0.000142643 0.00017381 0.00016758 0.000150416 0.000153907 0.000221199 0.000168699 0.000108907 8.54657e-05 9.82754e-05
threshold=0.089025000000000007 0.087830000000000005 0.11650500000000001 -0.10653 -1.0000000180025095e-35 -0.095304999999999987 -0.36241499999999999 0.10855000000000002 0.086615000000000011 -0.013914999999999999 -0.084119999999999986 -0.029529999999999997 -0.054549999999999994 0.080585000000000004 0.053180000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 12 -7 8 9 -8 -11 -12 -5 -13 -15
right_child=-2 -3 -4 5 -6 6 7 -9 -10 10 11 13 -14 14 -16
leaf_value=-0.00019513172811375258 0.00073889159188514049 -0.00073213760098723817 -0.00063615389906617489 0.00067546601729049662 0.00063439344976379936 -0.00072490566131798971 0.00053633437191102592 0.00045809004362046144 -0.00069176022696057222 -0.00076869358208456662 -0.00052415334558621001 0.00048467792208229841 -5.2698788681851302e-07 -0.0004138432757050656 0.00029260459376947837
leaf_weight=0.0010267206210795819 0.0010106995822743948 0.0010495531343915889 0.0010077931259751772 0.0011999744335381007 0.0019665011109932561 0.0012203731953543935 0.0010511224288013189 0.0015090115464953527 0.0012166900819927558 0.0013063277739069406 0.0012667102845785204 0.001541660242570039 0.0015040733935597324 0.0010097439190625696 0.0012152090042385488
leaf_count=114 124 118 120 132 338 69 111 202 155 428 641 288 71 187 23
internal_value=0 -5.2751e-05 -1.3229e-05 2.36252e-05 0.000349854 -4.59198e-05 -0.000128299 -5.63288e-05 -0.000146514 -5.67538e-05 -0.000155089 4.1639e-06 0.000299458 0.000181837 -2.80006e-05
internal_weight=0 0.0190915 0.0180419 0.0170341 0.00299322 0.0140409 0.0113368 0.0101165 0.00860746 0.00739077 0.00633965 0.00503332 0.00270405 0.00376661 0.00222495
internal_count=3121 2997 2879 2759 452 2307 2104 2035 1833 1678 1567 1139 203 498 210
is_linear=0
shrinkage=0.00167351


Tree=2584
num_leaves=11
num_cat=0
split_feature=484 15 15 15 133 160 42 13 12 49
split_gain=5.0637e-05 9.12249e-05 7.6135e-05 6.61212e-05 0.000103973 0.00019181 0.000110543 0.000114981 0.000162309 0.000123591
threshold=-0.0068949999999999992 -0.24436499999999997 -0.11713499999999999 -0.10091499999999999 -0.083244999999999986 -0.082299999999999984 0.091295000000000015 -0.084034999999999985 0.051320000000000005 -0.066894999999999982
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 -4 -5 -6 7 -7 9 -9
right_child=1 2 3 4 5 6 -8 8 -10 -11
leaf_value=-0.0022908728875939612 0.0032090742176244993 -0.0026346204878111967 0.0025279189223508238 0.0025153728791100188 -0.004687109033453405 0.0017188670592979585 0.0025055037514205994 -0.0029132083516924642 -0.0039903008360603291 0.0016212372826383858
leaf_weight=0.0010414348184535722 0.0010276734817226104 0.0012168573265077141 0.0012135364831571448 0.0014954783421422162 0.0011062851251846242 0.0018109871171710706 0.0016601209149165411 0.0010417753028487686 0.0017828836996389725 0.001994948209313961
leaf_count=503 232 187 74 343 375 233 336 91 589 158
internal_value=0 0.000145881 -9.04017e-05 0.000165335 -9.78817e-05 -0.000513766 4.31107e-05 -0.000573406 -0.00143474 6.56549e-05
internal_weight=0 0.0143505 0.0133229 0.012106 0.0108925 0.009397 0.00829072 0.00663059 0.00481961 0.00303672
internal_count=3121 2618 2386 2199 2125 1782 1407 1071 838 249
is_linear=0
shrinkage=0.0106704


Tree=2585
num_leaves=17
num_cat=0
split_feature=1213 147 484 150 12 156 1 3 1 130 43 52 160 16 2 47
split_gain=0.000488842 0.000183111 0.000198718 0.000150273 0.000144364 0.000135972 0.000125009 0.000240719 0.000204156 0.000172561 0.000164895 0.00016514 0.000194337 0.000201384 7.95702e-05 6.10771e-05
threshold=-1.0000000180025095e-35 0.089025000000000007 -0.0068949999999999992 0.098740000000000008 0.11650500000000001 0.091255000000000017 0.10752500000000002 -0.072199999999999986 0.092695000000000013 -1.0000000180025095e-35 -0.15582499999999996 0.091275000000000009 0.083670000000000008 -0.083134999999999987 0.10912000000000001 0.084210000000000021
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 6 8 -8 9 -4 -11 12 13 -12 -9 -10
right_child=1 -3 3 -5 -6 -7 7 14 15 10 11 -13 -14 -15 -16 -17
leaf_value=-0.0011974605407080239 -0.00067878062782588593 0.00076914099057771032 -0.00045546309167575745 -0.00053620416269212429 -0.00054400041919327991 -0.00048505018581132797 0.0011868934904812434 -0.00012194097488208778 -9.1210749491287313e-05 0.00090767246067595593 0.0010378504815838547 -0.00034061421785390933 -0.0002696351715899849 0.00016213857244091827 0.00053166251345094227 -0.00069988761796802381
leaf_weight=0.0010668772822862429 0.0012781648980227578 0.0010216288671667231 0.0010534330593803655 0.0012869007112042479 0.001041338180995415 0.0010205800861040623 0.0010536486414099155 0.001327135021205599 0.00100023001884269 0.0012244484500136786 0.0015702896718320166 0.0014019649565272657 0.0011552192760634628 0.0017527080119160072 0.0010540336534957482 0.0010828510753589926
leaf_count=491 474 122 159 154 91 186 72 108 185 70 135 276 96 310 141 51
internal_value=0 3.74202e-05 -3.42274e-06 4.72809e-05 9.4993e-05 0.00014027 0.000186935 0.000480121 8.86017e-05 0.000215307 0.000314765 0.000191302 0.000357825 0.000575958 0.000167379 -0.00040762
internal_weight=0 0.0193246 0.0183029 0.0170248 0.0157379 0.0146965 0.013676 0.00343482 0.0102411 0.00815806 0.00710463 0.00588018 0.00447822 0.003323 0.00238117 0.00208308
internal_count=3121 2630 2508 2034 1880 1789 1603 321 1282 1046 887 817 541 445 249 236
is_linear=0
shrinkage=0.00177594


Tree=2586
num_leaves=18
num_cat=0
split_feature=1213 147 11 1374 484 457 15 160 133 160 160 133 52 13 2 48 4
split_gain=0.000418307 0.000313923 0.000262072 0.000254552 0.000225682 0.000153632 0.000186494 0.000337841 0.000329466 0.000433858 0.00022113 0.000260498 0.000323421 0.000315165 0.000239531 0.000152857 4.15315e-05
threshold=-1.0000000180025095e-35 0.089025000000000007 0.088215000000000002 -0.08070999999999999 -0.0068949999999999992 -0.068264999999999978 -0.090344999999999995 0.032695000000000009 -0.083244999999999986 -0.082179999999999989 0.0030550000000000004 0.10722500000000001 0.096795000000000006 -0.082904999999999993 0.086950000000000013 0.081275000000000014 0.2623950000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 -5 -6 7 15 -8 -10 11 12 13 -11 -15 16 -7
right_child=1 -3 -4 4 5 6 8 -9 9 10 -12 -13 -14 14 -16 -17 -18
leaf_value=-0.0011012152956188243 -0.00081578437993098962 0.00092675042119623582 -0.00090086232766249533 -0.00064555005189995368 -0.00052223166636235674 -0.00025029708718071319 0.00073346107152787372 0.0013322188392751928 -0.0011135560843774958 0.0009927253273181438 -0.00060009998471277843 -0.00056220707054490185 0.0011780931922446794 0.00026968442197072352 -0.00071540811496072373 0.00067612083546056824 0.0002108858668477206
leaf_weight=0.0010812179659942791 0.0010711597328842961 0.001166646109632445 0.0010134361625628854 0.0012752010942192046 0.0010701565680666372 0.0014214982540038598 0.0018121604316346214 0.0010871253326923194 0.0011534658028546129 0.0010009654170871603 0.0013574512066819588 0.0011954630778557018 0.001174592350015935 0.0018284591529623999 0.0013557646828942227 0.0014359264406436055 0.001086677221133813
leaf_count=491 54 122 109 465 124 95 195 110 240 71 123 204 46 179 166 152 175
internal_value=0 3.08502e-05 -2.05374e-05 2.56258e-05 7.4998e-05 0.000129112 0.000172925 0.000455658 4.2161e-05 -9.60173e-05 5.23135e-05 0.000187414 0.000354612 0.000123499 -0.000149744 0.000214048 -5.04877e-05
internal_weight=0 0.0215061 0.0203395 0.0193261 0.0182549 0.0169797 0.0159095 0.00503123 0.0108783 0.00906616 0.0079127 0.00655524 0.00535978 0.00418519 0.00318422 0.0039441 0.00250818
internal_count=3121 2630 2508 2399 2345 1880 1756 532 1224 1029 789 666 462 416 345 422 270
is_linear=0
shrinkage=0.00177594


Tree=2587
num_leaves=18
num_cat=0
split_feature=1213 43 133 40 43 16 52 474 160 13 15 151 3 0 2 160 0
split_gain=0.000495985 0.000202298 0.000233345 0.000237936 0.000306193 0.000225175 0.000233613 0.000168919 0.00040162 0.000209418 0.000208396 0.000265951 0.000203459 0.000283858 0.000147313 0.000110885 0.000206362
threshold=-1.0000000180025095e-35 0.24789500000000006 -0.085499999999999979 -0.012109999999999998 -0.081289999999999987 0.41553500000000004 -0.089199999999999988 0.084660000000000027 -1.0000000180025095e-35 0.18141000000000002 -0.095869999999999983 -1.0000000180025095e-35 -0.12018999999999998 -0.07403499999999999 -0.0050599999999999994 0.090980000000000019 -0.10011499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 -4 6 -5 8 -8 10 11 -10 -12 15 -13 16 -14
right_child=1 -3 3 5 -6 -7 7 -9 9 -11 12 14 13 -15 -16 -17 -18
leaf_value=-0.0011645114903392928 0.00072542885098089412 -0.00067203641153168003 -9.3432770883125884e-05 -0.00069269679544336376 0.0012427596063217196 0.0006328618319665219 -0.00081307800013924296 0.0006491497415423758 -0.00094360124030989445 -0.00066208175929687604 0.0010226517593253336 -0.00031131269353743088 0.0012580841300220088 -0.00049901428238922094 0.0006087218938824559 2.0812547083518536e-05 0.00021371497878783344
leaf_weight=0.0010787179714715654 0.0015934751833804042 0.0011266884424214188 0.0010230238893761869 0.0017854158660274488 0.00105711244500675 0.001382138723392475 0.0019071175139113708 0.0010477273098880224 0.0010329121634495841 0.0010958175352271384 0.0010682298825800832 0.0010888871641135528 0.00100751668234067 0.0013408466168953921 0.0010234700382343526 0.0012477647158452704 0.0013316296124909598
leaf_count=491 197 169 157 350 131 183 488 179 41 42 50 36 58 131 93 67 258
internal_value=0 4.58251e-05 8.61986e-05 3.0959e-05 0.000585612 -3.95662e-05 -0.000101619 -2.16218e-05 -7.94919e-05 5.71717e-05 0.000143393 -0.000219578 0.000333794 0.000184465 0.000134458 0.00043996 0.000663545
internal_weight=0 0.0211598 0.0200331 0.0184396 0.00208014 0.0163595 0.0149773 0.0131919 0.0121442 0.0102371 0.00914126 0.00314527 0.00599599 0.00492776 0.00211236 0.00358691 0.00233915
internal_count=3121 2630 2461 2264 288 1976 1793 1443 1264 776 734 170 564 514 129 383 316
is_linear=0
shrinkage=0.00174112


Tree=2588
num_leaves=15
num_cat=0
split_feature=1213 147 11 133 123 475 1 43 49 2 43 2 1 2
split_gain=0.000595589 0.000217746 0.000265526 0.000173621 0.00023888 0.000186689 0.000171898 0.000185432 0.000184989 0.000153202 0.000413853 0.000218964 0.000149499 9.51115e-05
threshold=-1.0000000180025095e-35 0.089025000000000007 0.087830000000000005 -0.085499999999999979 1.0000000180025095e-35 -1.0000000180025095e-35 0.10538500000000002 -0.15582499999999996 -0.014989999999999998 0.092875000000000013 0.07827000000000002 0.089775000000000008 0.11910500000000002 0.083215000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 -5 7 -7 -8 11 -11 13 -10 -9
right_child=1 -3 -4 4 -6 6 8 9 12 10 -12 -13 -14 -15
leaf_value=-0.0011856435572473697 0.00052065310829678879 0.00078673926895244653 -0.00078246071917442315 -0.00070551606956743937 0.0006794302998552555 0.00039929941674054375 -0.00028542662101218983 -6.4440434977743494e-05 0.00082222961549491518 -0.001059134175192631 0.00017591800224322929 0.00046221069845122579 0.00012128888584130925 -0.00067714268219745363
leaf_weight=0.0011054369561530808 0.0019553481072972596 0.0010290284804371939 0.0010689750911606613 0.0011081432008140787 0.001286332730873912 0.0014389000002781307 0.0012367559219335078 0.0016614699905196017 0.0015814027756690949 0.0017076921041239111 0.0012761310921675928 0.0014869783514070978 0.0016991935028443719 0.0011569013889673307
leaf_count=491 339 122 118 383 222 113 71 261 89 327 39 117 109 320
internal_value=0 5.19948e-05 1.14856e-05 5.97207e-05 2.09352e-06 -5.86078e-05 -4.48594e-06 -0.000138952 0.000255319 -0.000245204 -0.000530923 -4.71868e-05 0.000459176 -0.000315946
internal_weight=0 0.0196933 0.0186642 0.0175952 0.0156399 0.0143536 0.0132454 0.00872807 0.00451735 0.00728917 0.00298382 0.00430535 0.0032806 0.00281837
internal_count=3121 2630 2508 2390 2051 1829 1446 1177 269 1064 366 698 198 581
is_linear=0
shrinkage=0.0016407


Tree=2589
num_leaves=13
num_cat=0
split_feature=52 1 43 40 3 15 133 12 13 47 48 16
split_gain=5.24373e-05 0.000125171 0.000118405 0.000131346 0.000101903 7.70898e-05 0.000109425 0.00012289 0.000123047 7.98525e-05 0.000128111 0.000113106
threshold=-0.40306999999999998 0.13436000000000001 0.16180500000000003 -0.013874999999999998 0.12745000000000004 0.090615000000000015 -0.032969999999999992 0.084100000000000022 -0.0039049999999999992 0.091340000000000018 0.086035000000000014 -0.029084999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 6 -5 9 -9 10 11 -8
right_child=1 -3 -4 4 -6 -7 7 8 -10 -11 -12 -13
leaf_value=-0.0022409444989104589 0.0031767072620872559 0.0034258160565594567 -0.0033651643934923064 0.0033944249837997899 -0.0031144883535438577 -0.0022047392615334796 0.0055924653584616974 -0.0032079975331682975 0.00079243691208911971 -0.0013185332461728004 -0.0007902650406210733 0.0010824493781777891
leaf_weight=0.0010080159014090534 0.0012919931622860968 0.0010792031307458828 0.0010561299381464393 0.0011087178092716483 0.0011005520100834118 0.0012747146809310344 0.0010776235823646025 0.0018220674842291985 0.0013557657068349457 0.0010776080286289957 0.001234630502858991 0.0011754190671079785
leaf_count=324 231 195 191 320 74 454 114 702 231 58 54 173
internal_value=0 0.000129947 -0.000132068 0.000140681 -0.000208699 0.000107102 0.00044002 1.69864e-05 -0.00150128 0.00107383 0.00181302 0.00323958
internal_weight=0 0.0146544 0.0135752 0.0125191 0.0112271 0.0101265 0.00885183 0.00774311 0.00317783 0.00456528 0.00348767 0.00225304
internal_count=3121 2797 2602 2411 2180 2106 1652 1332 933 399 341 287
is_linear=0
shrinkage=0.010055


Tree=2590
num_leaves=12
num_cat=0
split_feature=47 4 1 151 15 160 42 4 0 4 16
split_gain=4.98926e-05 8.28309e-05 0.000140531 9.97255e-05 9.64899e-05 0.000104912 0.000110309 0.000113849 0.000110406 9.6216e-05 5.01163e-05
threshold=0.13148500000000005 0.24564500000000003 0.111945 -0.086944999999999981 -0.095869999999999983 -0.082299999999999984 -1.0000000180025095e-35 -0.35136499999999998 -0.060129999999999996 0.0052350000000000009 -0.087484999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 -1 -5 -6 -7 -8 9 10 -9
right_child=-2 2 -4 4 5 6 7 8 -10 -11 -12
leaf_value=0.0029608456531223632 -0.0023058807216963001 -0.0004034517801919785 0.0045871510248050194 -0.0032886884868644881 -0.0034667403548935354 -0.0024875803282585571 -0.00167664058943656 0.0010348280745316727 0.0046355135889149558 0.0028118101555371384 -0.0023512788355219191
leaf_weight=0.0010743503775170219 0.0010958403566005978 0.0015308176461551121 0.0012742209410671432 0.0014135719430055137 0.0010540930379784848 0.0014762377743139724 0.0016322819069638532 0.0010149917864588265 0.0012000265995897813 0.0016261820887007805 0.001147943384520762
leaf_count=214 65 147 264 224 416 605 168 183 139 151 545
internal_value=0 0.000151114 0.00186359 -0.000261573 -0.000589249 -0.000172296 0.00025655 0.00086835 0.00170099 0.00077161 -0.000762294
internal_weight=0 0.0144447 0.00280504 0.0116397 0.0105653 0.00915176 0.00809766 0.00662143 0.00498914 0.00378912 0.00216294
internal_count=3121 3056 411 2645 2431 2207 1791 1186 1018 879 728
is_linear=0
shrinkage=0.0111015


Tree=2591
num_leaves=13
num_cat=0
split_feature=484 42 15 15 156 15 133 0 47 0 15 16
split_gain=4.92163e-05 8.02515e-05 8.49831e-05 0.000105944 9.08306e-05 0.000107779 0.000192054 0.000115785 9.44301e-05 8.65233e-05 7.1711e-05 5.86209e-05
threshold=-0.0068949999999999992 0.10256000000000001 -0.10653 -0.095869999999999983 0.08426500000000002 1.0000000180025095e-35 0.083950000000000011 -0.10474999999999998 0.085270000000000026 0.13134000000000004 0.091475000000000015 -0.27167499999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 11 -4 5 7 10 -5 9 -9 -7 -2
right_child=1 -3 3 4 -6 6 -8 8 -10 -11 -12 -13
leaf_value=-0.0028513082255204624 0.00063274133943671813 -0.0031425722984672879 -0.003673010843560128 0.0054307472519681916 -0.0030802138773398562 -0.0059037839274223005 0.0035137418903144466 -0.0035844205696678182 0.0038692840500886036 0.0016375799926667549 -0.00090725457009191771 0.0048500131729103928
leaf_weight=0.0010507734253182585 0.0011835563298334326 0.0012168714430628247 0.0012841440037110801 0.0014478349620399844 0.0011589032311335743 0.0010437242854233822 0.0011387513693400797 0.0010541007890662226 0.0012744144462474294 0.001294830350783727 0.0010605474539968421 0.0012318400946703773
leaf_count=503 192 311 92 121 317 464 186 380 102 50 212 191
internal_value=0 0.000182493 0.000489658 -2.53997e-05 0.000469059 0.000963786 -0.000962938 0.00219593 0.000903342 -0.000705833 -0.00338555 0.00278353
internal_weight=0 0.0143895 0.0131726 0.0107573 0.00947311 0.0083142 0.00324302 0.00507118 0.00362335 0.00234893 0.00210427 0.0024154
internal_count=3121 2618 2307 1924 1832 1515 862 653 532 430 676 383
is_linear=0
shrinkage=0.0135326


Tree=2592
num_leaves=11
num_cat=0
split_feature=11 3 457 0 15 49 12 12 0 2
split_gain=4.69875e-05 6.12e-05 6.49021e-05 6.8706e-05 0.000165858 0.000153536 9.29751e-05 0.000183595 7.67966e-05 3.26057e-05
threshold=0.081790000000000015 -0.12018999999999998 -0.0029299999999999994 -0.10011499999999998 -0.10469999999999999 -0.0020949999999999996 -0.010834999999999999 0.088245000000000004 -0.053834999999999994 0.086950000000000013
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 -4 -6 -5 -8 9 -9
right_child=-2 2 3 6 5 -7 7 8 -10 -11
leaf_value=0.0024886126689341011 -0.0026725126055837274 -0.00334990343851736 -0.0019395678988568654 0.002456017911293473 0.00045967779092314964 0.00614856395574507 -0.0063834652220903041 0.0031139555418044787 -0.0027298725874999618 -0.00024287074835539738
leaf_weight=0.0018456702579783815 0.001133925273309134 0.0010630797548609279 0.0019380687780487758 0.0012159306264509636 0.001952875340242799 0.0015650863610944272 0.001169446702734717 0.0010501966986783116 0.0013282544703321331 0.0010696185824940032
leaf_count=180 175 244 204 241 141 105 731 377 139 584
internal_value=0 0.000190122 -0.000153309 0.0001477 0.00123931 0.00299057 -0.000873284 -0.00174999 -0.000178499 0.00142016
internal_weight=0 0.0141982 0.0123526 0.0112895 0.00545603 0.00351796 0.00583345 0.00461752 0.00344807 0.00211982
internal_count=3121 2946 2766 2522 450 246 2072 1831 1100 961
is_linear=0
shrinkage=0.0135326


Tree=2593
num_leaves=17
num_cat=0
split_feature=147 11 0 12 13 159 0 52 457 0 0 42 15 160 4 16
split_gain=0.000227121 0.000194944 0.000180831 0.000278308 0.000190182 0.000279418 0.000156018 0.000232498 0.000211444 0.000160535 0.000180758 0.000433793 0.000250926 0.000175219 0.000143159 8.11962e-05
threshold=0.089025000000000007 0.087830000000000005 0.18019500000000002 0.10711000000000002 -0.15416999999999995 0.091530000000000014 -0.019414999999999998 -0.24164999999999998 -0.0029299999999999994 -0.077999999999999986 -0.10011499999999998 0.08623500000000002 -0.10469999999999999 0.086075000000000013 0.053180000000000012 -0.054549999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 15 6 7 -6 -9 10 12 -12 -10 14 -14 -1
right_child=-2 -3 -4 -5 5 -7 -8 8 9 -11 11 -13 13 -15 -16 -17
leaf_value=0.00081991651910113725 0.00074659924063341329 -0.00077741589596967871 0.00068075543995960977 -0.00088080273402613661 -0.00081949497162144621 -0.00088965079077135863 0.00050737873950129002 -0.00065223450921094762 -0.00045182303215994898 0.00055815132914442656 -0.0012316182378395199 0.00027881436730909856 0.00022215029562396894 -0.00014634687414434111 0.0010423466991145399 0.00015355225587133358
leaf_weight=0.0010142178371864846 0.0010685795411596094 0.001049055560040534 0.0010114423589415158 0.0011300440925394685 0.0011014266569999128 0.0011327790525979967 0.0015244077937636791 0.00125078368159045 0.0013989188274451947 0.001766628526452871 0.0010316604513810656 0.0011967048530128147 0.0011764019645130741 0.0011708113002446285 0.0013111789021327258 0.0011224956382980223
leaf_count=127 124 118 24 229 228 236 141 174 125 352 625 395 93 40 42 48
internal_value=0 -6.17587e-05 -2.08225e-05 -6.17728e-05 -4.63517e-06 -7.67345e-05 -5.51015e-06 -7.40665e-05 5.62173e-06 9.65197e-05 -1.54166e-05 -0.000420467 0.000163058 0.000398179 0.000654468 0.00046985
internal_weight=0 0.019389 0.0183399 0.0173285 0.0161984 0.0140617 0.0129289 0.0114045 0.0103031 0.0090523 0.00728568 0.00222837 0.00505731 0.00365839 0.00248758 0.00213671
internal_count=3121 2997 2879 2855 2626 2451 2215 2074 1846 1672 1320 1020 300 175 135 175
is_linear=0
shrinkage=0.00170698


Tree=2594
num_leaves=13
num_cat=0
split_feature=47 4 1 151 15 457 15 49 0 43 13 2
split_gain=4.45232e-05 7.33877e-05 0.000120571 8.55781e-05 7.63721e-05 8.49804e-05 0.000136803 0.000142244 0.00012399 9.82633e-05 0.000182922 6.34462e-05
threshold=0.13148500000000005 0.24564500000000003 0.111945 -0.086944999999999981 -0.095869999999999983 0.088350000000000026 0.095175000000000023 -0.006494999999999999 -0.10011499999999998 -0.074359999999999996 -0.095304999999999987 0.086950000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 -1 -5 6 7 -6 -9 11 -11 -10
right_child=-2 2 -4 4 5 -7 -8 8 9 10 -12 -13
leaf_value=0.0029754265248794708 -0.0023782684312316331 -0.00035078374648954527 0.0046918400603534315 -0.0032223538091299599 -0.004032350043644356 0.0030782113479011592 -0.0046644873538772905 0.0045146984214476452 0.003860273041663849 0.001510775936253342 -0.0047375642716315268 -0.00026079840758879856
leaf_weight=0.0010674725304743475 0.0010744757007501446 0.0015237573393382605 0.001243392613706505 0.0013870098009383927 0.001069805995762738 0.001017086562244752 0.0010445516315241606 0.0010314635159157683 0.0011004948844430475 0.0013601043498486826 0.0013461607341181342 0.001058123038945296
leaf_count=214 65 147 264 224 249 70 357 95 234 69 843 290
internal_value=0 0.000158393 0.00191507 -0.000264955 -0.00059708 -0.000193739 -0.000609165 -1.08262e-06 0.000730332 -7.20379e-05 -0.0015973 0.00184018
internal_weight=0 0.0142494 0.00276715 0.0114823 0.0104148 0.00902779 0.0080107 0.00696615 0.00589635 0.00486488 0.00270627 0.00215862
internal_count=3121 3056 411 2645 2431 2207 2137 1780 1531 1436 912 524
is_linear=0
shrinkage=0.0120166


Tree=2595
num_leaves=17
num_cat=0
split_feature=147 0 12 484 156 3 15 16 49 15 47 4 457 0 2 42
split_gain=0.000240743 0.000175281 0.000201385 0.000152845 0.000165764 0.000168717 0.000132963 0.000169558 0.00029536 0.000140272 0.00011249 0.000164237 0.000202117 0.000191582 0.00036761 0.000255417
threshold=0.089025000000000007 0.18019500000000002 0.10866500000000003 -0.0068949999999999992 0.091255000000000017 0.13524500000000003 -0.15914499999999995 -0.094359999999999986 -0.072814999999999977 -0.095869999999999983 0.09550500000000002 0.033845000000000007 0.083570000000000019 -0.077999999999999986 0.08839000000000001 0.083995000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 6 -5 8 -8 -10 11 12 13 15 -15 -9
right_child=-2 -3 -4 4 -6 -7 7 10 9 -11 -12 -13 -14 14 -16 -17
leaf_value=-0.00066929848845182567 0.00084980211892872525 0.00065130554645573355 -0.00078629035894766199 0.00059518086168243271 -0.00068430174105892398 0.00065219887633981885 0.0004008053841612131 -0.0010095493872728809 -0.0011924906223261757 -0.00035506630248068874 0.00054147986854447667 -0.00067473630531971341 0.00083468523268541601 0.0010809265427329702 -0.0003886187185457423 0.00020032582540809106
leaf_weight=0.0012064785352389187 0.0010054617658368714 0.0010732347304209791 0.0013094949042136038 0.0010823495461050403 0.0010793299458408236 0.0013872992047801675 0.0011156002159369294 0.0011874078111445861 0.0011337123714553199 0.0015588207721383271 0.0014314399161462349 0.0010525076139814016 0.0010189932172406935 0.001077215569375351 0.0011601506908542336 0.001105773712367121
leaf_count=456 124 31 232 168 211 128 34 469 98 182 72 82 111 154 221 348
internal_value=0 -5.97608e-05 -0.000102379 -4.84187e-05 2.52495e-07 5.18803e-05 -1.25597e-05 -6.81085e-05 -0.00038294 -0.00070767 8.11319e-05 -1.86796e-05 0.000105746 -5.82043e-05 0.000318917 -0.000426147
internal_weight=0 0.0189798 0.0179066 0.0165971 0.0153906 0.0143113 0.012924 0.0118416 0.00380813 0.00269253 0.00803349 0.00660205 0.00554954 0.00453055 0.00223737 0.00229318
internal_count=3121 2997 2966 2734 2278 2067 1939 1771 314 280 1457 1385 1303 1192 375 817
is_linear=0
shrinkage=0.00181146


Tree=2596
num_leaves=17
num_cat=0
split_feature=1213 147 11 1374 484 457 160 51 16 16 16 1 16 2 133 0
split_gain=0.000513065 0.000169874 0.000199944 0.000210132 0.000163289 0.000168623 0.000189131 0.000212053 0.000215167 0.000196587 0.000160877 0.000133018 0.000111638 0.000126431 0.000116088 0.000234627
threshold=-1.0000000180025095e-35 0.088610000000000008 0.08776500000000001 -0.035729999999999991 -0.0068949999999999992 -1.0000000180025095e-35 -0.080934999999999993 0.045645000000000005 -0.51370499999999997 0.0039400000000000008 -0.091354999999999978 0.10781 -0.078844999999999985 0.10644500000000001 0.088820000000000024 -0.059114999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 -5 -6 9 8 -8 -7 11 -10 -12 14 15 -14
right_child=1 -3 -4 4 5 6 7 -9 10 -11 12 -13 13 -15 -16 -17
leaf_value=-0.0012188991618223681 -0.00070714667570825863 0.00074236020855214459 -0.00073598398960666306 -0.00054575886575345507 -0.00049594651912957964 -0.00082007237916397716 0.00095159237512318601 0.0009449504413973198 -0.00074202956088541164 0.00023285471444122184 0.00075599100402518439 0.00013692907724054124 -0.00031221725032441056 0.00068353963326562087 -0.00047056819039685208 0.00060453707786644847
leaf_weight=0.0010146018536165277 0.0010201036463756133 0.0010226731342025458 0.0010194929542777223 0.0010763430072511732 0.0011070458100621927 0.00101225325028416 0.0010660459348276847 0.0013652264523188748 0.0010349433632314024 0.0011462446843105434 0.0011214543546186366 0.0010530236158273676 0.0015674335479554597 0.0010987080037289237 0.0010876721760035846 0.0018395369029074946
leaf_count=491 62 125 121 462 139 304 61 176 153 97 216 84 226 163 150 91
internal_value=0 5.24865e-05 1.24358e-05 5.84111e-05 0.000108549 0.00015712 0.000211104 0.000301799 0.000212828 -0.000260928 0.000123361 -0.000298745 0.000254614 0.000154089 2.46659e-05 0.000182769
internal_weight=0 0.0186382 0.0176155 0.016596 0.0155759 0.0144996 0.0133925 0.011234 0.00986882 0.0021585 0.00880277 0.00208797 0.0067148 0.00559335 0.00449464 0.00340697
internal_count=3121 2630 2505 2384 2322 1860 1721 1320 1144 401 1083 237 846 630 467 317
is_linear=0
shrinkage=0.00174112


Tree=2597
num_leaves=13
num_cat=0
split_feature=484 42 15 15 133 160 42 12 133 49 3 15
split_gain=4.64317e-05 6.30246e-05 7.74069e-05 8.64751e-05 8.20524e-05 0.00011748 0.000145506 0.000121337 0.00018105 0.00015406 0.00015988 4.91183e-05
threshold=-0.0068949999999999992 0.10256000000000001 -0.10653 -0.095869999999999983 -0.083244999999999986 -0.076689999999999994 0.091295000000000015 0.085955000000000018 0.092845000000000011 -0.066894999999999982 0.10542000000000001 -0.18895499999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 11 -4 -5 -6 7 9 -9 -7 -11 -2
right_child=1 -3 3 4 5 6 -8 8 -10 10 -12 -13
leaf_value=-0.0026067117936710259 0.00076547526065985844 -0.0026005783512988898 -0.0031584047864851774 0.0035249074715723227 -0.0035861851940274755 -0.0025672048035460847 0.0049709006616741845 -0.0051001976852674616 0.0018040774070910831 0.0063815119987844539 -0.00047123574077207559 0.00440736590118235
leaf_weight=0.0010521063481102573 0.0012726245924544011 0.0012219582577251706 0.0012728044174667346 0.0011819772503516143 0.0012996198226102968 0.0010658876135639095 0.0010473718860132611 0.0015101309543493133 0.0010450318240367434 0.0012401956117894771 0.0010001054374395579 0.0011431820310443016
leaf_count=503 245 311 92 300 393 119 142 441 134 223 80 138
internal_value=0 0.000169 0.000427761 -3.91939e-05 0.000383597 -6.8742e-05 0.000592934 -0.00018937 -0.00227643 0.0014236 0.00332234 0.00248885
internal_weight=0 0.0143009 0.0130789 0.0106631 0.00939032 0.00820834 0.00690872 0.00586135 0.00255516 0.00330619 0.0022403 0.00241581
internal_count=3121 2618 2307 1924 1832 1532 1139 997 575 422 303 383
is_linear=0
shrinkage=0.0127521


Tree=2598
num_leaves=18
num_cat=0
split_feature=1213 453 147 11 4 1374 52 48 15 16 16 133 16 4 150 4 12
split_gain=0.000565789 0.000248301 0.000256978 0.000315737 0.000331148 0.000217638 0.000200561 0.000168709 0.000361998 0.000237011 0.000198265 0.000344008 0.000299039 0.000274398 0.000129151 0.000110991 3.55425e-05
threshold=-1.0000000180025095e-35 1.0000000180025095e-35 0.089025000000000007 0.087830000000000005 0.27287000000000006 -0.08070999999999999 0.19022000000000003 0.088965000000000002 -0.016799999999999995 -0.056919999999999991 0.38525000000000004 -0.083244999999999986 0.15891500000000003 -0.082109999999999975 0.08486500000000001 0.058735000000000009 0.086210000000000023
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 -2 7 8 9 -7 11 -10 13 16 -9 -15 -13
right_child=1 -3 -4 -5 -6 6 -8 14 10 -11 -12 12 -14 15 -16 -17 -18
leaf_value=-0.0012133208915769888 -0.0007352604347317641 -0.0007598391387985304 0.00092518694500826786 -0.0008544589845039766 0.00088634858371787093 3.9604939608146215e-05 -0.00059307933936937878 0.00021557177610619362 0.00091860378246451239 -0.00087243520902023435 0.00089134215819021152 0.0008155165616610192 -0.00088630508679393791 -0.00070148762176402133 0.00097810462574469156 9.1695413535618613e-05 0.00036348428410578595
leaf_weight=0.0010909916357178971 0.0010126424439952366 0.0010504207058812933 0.00102238892129219 0.0010688125145524854 0.001436412754096921 0.0016362992107708824 0.0011776790349014308 0.0015973442434416294 0.0012971493544971626 0.0016853395292505523 0.0011927699188469809 0.0010049145468283335 0.0010325619959798971 0.001008944401396413 0.0010880404635364993 0.0010479670751522008 0.0010225764571520756
leaf_count=491 53 79 114 117 241 180 324 208 151 363 47 110 53 335 78 32 145
internal_value=0 4.84133e-05 9.23308e-05 4.58246e-05 0.000101637 3.03157e-05 8.27276e-05 0.000141189 4.69936e-05 -0.000423148 0.000252287 0.000133448 -6.55893e-05 0.000141893 0.000524528 -0.000297372 0.000587532
internal_weight=0 0.0203823 0.0193318 0.0183095 0.0172406 0.0158042 0.0147916 0.0136139 0.0109285 0.00332164 0.00760688 0.00641411 0.00511696 0.0040844 0.00268538 0.00205691 0.00202749
internal_count=3121 2630 2551 2437 2320 2079 2026 1702 1416 543 873 826 675 622 286 367 255
is_linear=0
shrinkage=0.00170698


Tree=2599
num_leaves=12
num_cat=0
split_feature=1 4 4 403 151 16 49 15 52 16 0
split_gain=5.13794e-05 8.79678e-05 0.000162093 8.91092e-05 0.000121899 7.87335e-05 6.94381e-05 0.000146819 0.00014051 8.14469e-05 0.000165096
threshold=0.090405000000000013 -0.15764999999999998 -0.49405499999999997 0.084620000000000015 -0.0071249999999999985 -0.054549999999999994 -0.086009999999999989 -0.016799999999999995 -0.07167999999999998 -0.056919999999999991 -0.10474999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 -3 -6 -2 8 -8 10 -10
right_child=6 3 -4 -5 5 -7 7 -9 9 -11 -12
leaf_value=-0.0019542691867563194 0.0032380483275226651 0.00054392882442215625 0.0037700372935908096 0.0010397074760329042 -0.0057781149559649114 -0.001735274896578397 -0.0037207485120018874 0.0030389408155390108 -0.00060073536862512795 -0.0021531979725602857 0.0049573308706256109
leaf_weight=0.0011809378900821121 0.0010561814651168788 0.0011144038885586216 0.0012602370937006002 0.0011801082679563715 0.001279912953260669 0.0011072698024704474 0.0014073595679381604 0.0016978888733777172 0.0018828813460450324 0.0011457626354533469 0.0010129963807036556
leaf_count=77 98 264 65 236 812 546 188 355 177 116 187
internal_value=0 -0.000707651 0.00100086 -0.00159852 -0.00248766 -0.00390289 0.000581113 0.000188466 -0.000699732 0.000352231 0.00134351
internal_weight=0 0.00712287 0.00244117 0.00468169 0.00350159 0.00238718 0.00820307 0.00714689 0.005449 0.00404164 0.00289588
internal_count=3121 2000 142 1858 1622 1358 1121 1023 668 480 364
is_linear=0
shrinkage=0.0111015


Tree=2600
num_leaves=16
num_cat=0
split_feature=147 11 403 403 403 52 52 16 13 4 151 3 52 0 52
split_gain=0.000161703 0.00016505 0.000167631 0.000154705 0.000148153 0.000181906 0.000260139 0.000162481 0.00021042 0.000170457 0.000168788 0.000136301 0.000133905 8.33778e-05 8.31126e-05
threshold=0.088610000000000008 0.087830000000000005 -1.0000000180025095e-35 0.10301500000000001 0.08332500000000001 0.19022000000000003 0.10347000000000002 0.26676500000000009 -0.084034999999999985 -0.0016099999999999997 -0.0083949999999999979 -0.00083499999999999991 -0.0064899999999999992 -0.11756999999999999 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 6 7 8 13 12 -11 -12 -10 -4 -13
right_child=-2 -3 3 -5 -6 -7 -8 -9 9 10 11 14 -14 -15 -16
leaf_value=-0.00064014933365021706 0.00064147044729890733 -0.00072651902214163912 0.00012995569970700356 -0.0006047412916159045 0.00068594589335989656 -0.00064107260723220442 0.00075065097128879977 -0.00051467497340605391 -8.9633177516393458e-05 -0.00086638867052457559 -0.00061150810052846584 -0.00019124336913779996 0.00062188320859244176 0.00074990412752199071 0.00047338950105461431
leaf_weight=0.0011653831299291697 0.0010302462078627698 0.001003746354499623 0.0010776751633789772 0.0010470244823477795 0.0010703178699380958 0.0010947849071792368 0.0015059340275732922 0.0015668741992240507 0.0016924726549588133 0.0011022161254712337 0.0010078967142110738 0.0010777461843556324 0.0014150883278575711 0.0015288992979000026 0.0011158217208430189
leaf_count=753 127 118 87 200 103 303 103 254 278 54 151 40 147 374 29
internal_value=0 -5.33989e-05 -1.47203e-05 2.99877e-05 7.35502e-05 2.73437e-05 8.32441e-05 -3.51439e-06 7.64356e-05 -7.02797e-05 -0.000290258 -9.1905e-05 0.00023437 0.00049359 0.000146841
internal_weight=0 0.0184719 0.0174681 0.0163028 0.0152557 0.0141854 0.0130906 0.0115847 0.0100178 0.00741124 0.00430368 0.00320146 0.00310756 0.00260657 0.00219357
internal_count=3121 2994 2876 2123 1923 1820 1517 1414 1160 699 274 220 425 461 69
is_linear=0
shrinkage=0.00170698


Tree=2601
num_leaves=12
num_cat=0
split_feature=42 42 475 43 42 2 4 160 4 4 1
split_gain=4.79868e-05 0.000119602 8.68998e-05 8.21034e-05 9.56384e-05 7.80206e-05 0.000157778 9.28538e-05 0.00010432 0.000179777 5.76969e-05
threshold=-1.0000000180025095e-35 -0.092814999999999981 -1.0000000180025095e-35 -0.14968999999999996 0.092395000000000019 0.089775000000000008 0.053180000000000012 0.088405000000000011 0.0067750000000000006 -0.35136499999999998 0.10937500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -2 -4 5 6 -5 8 9 -7 -10
right_child=2 -3 3 4 -6 7 -8 -9 10 -11 -12
leaf_value=0.00054040042221980319 -0.0028614908357228164 -0.0050309605307516658 0.0037583732594288805 -0.003324676626608126 -0.0025105189173521927 -0.00063082230075825517 0.0029925950345493701 0.0045657329165369308 -0.0033166016631328262 0.0066563672599565665 0.00089182691685467874
leaf_weight=0.0016482529680281171 0.0012661496151667425 0.0010108684488142608 0.001239474901996167 0.0017026339616526124 0.0016668616893944803 0.001205563526137432 0.0010329542143472782 0.0013761219967569072 0.0010833981759257871 0.0010132200514708645 0.0010366592289857007
leaf_count=291 448 571 110 557 520 87 103 92 103 140 99
internal_value=0 -0.00157756 0.000307323 0.000660605 0.000281101 0.000831745 -0.000939284 0.00167948 0.000764072 0.00269691 -0.00125878
internal_weight=0 0.00265912 0.012623 0.0113569 0.0101174 0.00845055 0.00273559 0.00571496 0.00433884 0.00221878 0.00212006
internal_count=3121 862 2259 1811 1701 1181 660 521 429 227 202
is_linear=0
shrinkage=0.0127521


Tree=2602
num_leaves=12
num_cat=0
split_feature=474 160 133 160 151 4 52 133 47 4 2
split_gain=5.73629e-05 9.64665e-05 0.000169924 0.000130959 0.00010864 0.000122028 0.000103177 0.000320664 0.00010021 0.000148388 0.000127872
threshold=0.084660000000000027 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.095794999999999977 -0.085039999999999991 0.26790000000000008 0.077655000000000016 0.089980000000000018 0.09550500000000002 0.033845000000000007 0.090675000000000019
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 -1 -4 6 8 -8 9 10 -6
right_child=-2 2 4 -5 5 -7 7 -9 -10 -11 -12
leaf_value=0.00022886657261679392 0.0027720146405687128 -0.0036161034067255923 -0.003300368629528482 -0.0064205721874118563 -0.0030523031036750847 0.0057547998477042381 0.0068801618893340518 -0.0027355668236575511 0.0031071659421629872 -0.0047784935430641934 0.0030661957335382109
leaf_weight=0.0011590337199260878 0.0012382216308813076 0.0017945796644025834 0.0010098098662807359 0.0010195450603553988 0.0010412021087302051 0.0010337620697832657 0.0015727314659073344 0.0010653205431887525 0.0012279762220510637 0.0014483075310671584 0.0015668980436081559
leaf_count=405 344 707 139 331 273 190 130 168 67 107 260
internal_value=0 -0.000267325 0.000217209 -0.00288298 0.000907474 0.00138191 0.000811309 0.00299706 -0.000279853 -0.00130519 0.000623577
internal_weight=0 0.0139392 0.0117606 0.00217858 0.00996601 0.0089562 0.00792244 0.00263805 0.00528438 0.00405641 0.0026081
internal_count=3121 2777 2041 736 1334 1195 1005 298 707 640 533
is_linear=0
shrinkage=0.0135326


Tree=2603
num_leaves=13
num_cat=0
split_feature=41 474 0 43 4 52 1 13 43 1 2 3
split_gain=5.27797e-05 7.01886e-05 7.20783e-05 0.000129594 0.000126081 9.85026e-05 0.000116506 0.000175536 0.000149731 0.000162914 0.000187738 9.23795e-05
threshold=0.078065000000000009 0.084660000000000027 -0.019414999999999998 -0.24021999999999996 -0.49405499999999997 0.070205000000000017 0.083135000000000014 -0.093839999999999993 -0.040344999999999992 0.10797500000000002 0.089885000000000007 -0.076669999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -4 6 -5 -8 -9 10 -10 -7
right_child=-2 -3 4 5 -6 11 7 8 9 -11 -12 -13
leaf_value=-0.0044221350995858645 -0.0026204378403695441 0.0029814260152020524 -0.0013999277643270457 -0.0040542519389323598 0.0036005291547914426 -0.00041496899136635125 0.0043995838898498486 0.0029656657209990544 -0.0036335155980087323 -0.0056403186417405366 0.0031733804081022681 0.0044201451970055615
leaf_weight=0.001070781276628077 0.0010068448579529368 0.0011344253969171264 0.001181932408237385 0.0012393916466361277 0.0017157196096605114 0.0010621048550165067 0.0010032919289194751 0.00100072471823016 0.0011542117182667625 0.0012361033594734394 0.001096707067750502 0.0011339865791804328
leaf_count=132 154 334 123 610 161 563 115 273 201 73 77 305
internal_value=0 0.000172001 -7.51561e-05 -0.000549349 0.00156088 -8.47893e-05 -0.000791705 -5.53106e-05 -0.00105126 -0.00220406 -0.000317016 0.00208172
internal_weight=0 0.0140294 0.012895 0.0099973 0.00289765 0.00892652 0.00673043 0.00549104 0.00448775 0.00348702 0.00225092 0.00219609
internal_count=3121 2967 2633 2349 284 2217 1349 739 624 351 278 868
is_linear=0
shrinkage=0.011781


Tree=2604
num_leaves=11
num_cat=0
split_feature=11 47 42 131 16 160 13 160 48 0
split_gain=5.0836e-05 5.20185e-05 9.24391e-05 7.43892e-05 0.000112085 0.000219943 0.000148987 8.5002e-05 0.000116036 0.000179236
threshold=0.081790000000000015 0.13148500000000005 0.09832500000000001 0.081165000000000001 -0.014034999999999997 -0.081639999999999976 -0.074044999999999986 0.086325000000000013 0.016865000000000002 -0.10224499999999999
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 7 -6 -7 8 9 -1
right_child=-2 -3 -4 -5 5 6 -8 -9 -10 -11
leaf_value=-0.0034417514913337153 -0.0021542234233023344 -0.002097755127290575 0.0030259212117907785 -0.0026004178954769381 0.0058986082934324403 0.0028573767788265597 -0.0016263748457247724 -0.0029504038833586261 0.0028941056968463312 0.0012369343638321561
leaf_weight=0.0016358878579449607 0.0011213892727623418 0.0010313620664370591 0.0012673917996784299 0.0010534756554798777 0.0010033712018367308 0.0014257241389835345 0.0018809977732637496 0.0013150924617389148 0.001183932276852883 0.0019813540496613708
leaf_count=172 175 60 377 439 186 286 345 140 174 767
internal_value=0 0.000161989 0.000344822 4.88245e-05 0.000316503 0.00160858 0.000306837 -0.000594013 5.14271e-05 -0.000878989
internal_weight=0 0.0137786 0.0127472 0.0114798 0.0104264 0.00431009 0.00330672 0.00611627 0.00480117 0.00361724
internal_count=3121 2946 2886 2509 2070 817 631 1253 1113 939
is_linear=0
shrinkage=0.0104612


Tree=2605
num_leaves=17
num_cat=0
split_feature=1213 147 11 403 133 42 15 4 52 52 15 51 4 12 0 48
split_gain=0.000495985 0.000165918 0.000215733 0.000153951 0.000195838 0.000173726 0.000252125 0.000174231 0.000222083 0.000109215 0.000183722 0.000190911 0.000183075 0.000154744 0.000104873 0.000169956
threshold=-1.0000000180025095e-35 0.089025000000000007 0.087830000000000005 0.03138500000000001 -0.083244999999999986 0.088060000000000013 0.084050000000000014 0.076415000000000025 0.09086000000000001 0.11434500000000002 -0.016799999999999995 -0.010009999999999998 -1.0000000180025095e-35 0.084100000000000022 -0.11173999999999999 0.092475000000000016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 5 -5 6 9 8 -7 10 11 -2 -13 -12 15 -14
right_child=1 -3 -4 4 -6 7 -8 -9 -10 -11 13 12 14 -15 -16 -17
leaf_value=-0.0011189406665151115 -0.00073792326704904729 0.00066925570848006823 -0.00072013668881318414 0.00093997608112279091 -4.3282427128747061e-05 -0.0005561208159804282 -0.00082424783434286027 0.00068760130395372431 0.00050282177150233497 -0.00046858062253896403 0.00062720123575212157 0.00055990388312085221 -0.00087061291495571297 -0.00011130218672453399 0.00023742635413570741 -4.2236693280121537e-06
leaf_weight=0.0010025538427726804 0.0010976155492447397 0.0010313265528540455 0.0010002249202003535 0.0010662308956623269 0.0010307817565233792 0.0010066312913041622 0.0011414496107276335 0.0016291867090216473 0.0010437243851834435 0.0012682453747195144 0.0019540289276951638 0.0011653739053552152 0.0010001157840440764 0.0011758964592160151 0.0010929462864620902 0.0014141888324914476
leaf_count=491 207 122 118 121 76 378 320 153 204 164 171 198 61 138 138 61
internal_value=0 4.17249e-05 5.94215e-06 4.84462e-05 0.000456658 -8.66243e-06 -0.000107435 0.000294936 -1.70708e-05 -2.69695e-05 3.59587e-05 -0.000134249 7.55568e-06 0.000349749 -0.000175976 -0.000363122
internal_weight=0 0.019118 0.0180866 0.0170864 0.00209701 0.0149894 0.0113099 0.00367954 0.00205036 0.0101684 0.00890017 0.00577024 0.00467262 0.00312993 0.00350725 0.0024143
internal_count=3121 2630 2508 2390 197 2193 1458 735 582 1138 974 665 458 309 260 122
is_linear=0
shrinkage=0.00160853


Tree=2606
num_leaves=15
num_cat=0
split_feature=1213 147 484 457 52 1 403 160 42 3 12 1 1 3
split_gain=0.00045003 0.000202866 0.000174568 0.000128925 0.000121385 0.000213672 0.0001453 0.000303252 0.000267428 0.000288752 0.000173701 0.000241486 0.000128422 0.000121167
threshold=-1.0000000180025095e-35 0.089025000000000007 -0.0068949999999999992 -0.0029299999999999994 -0.40306999999999998 0.13408500000000004 0.03138500000000001 -0.082299999999999984 -1.0000000180025095e-35 0.12178000000000001 0.092355000000000007 0.10022000000000002 0.086560000000000012 -0.084074999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 -5 6 7 -6 -9 10 11 12 13 -10
right_child=1 -3 3 4 5 -7 -8 8 9 -11 -12 -13 -14 -15
leaf_value=-0.0011661070035022944 -0.00066057056014637262 0.00081433104112565047 -0.00050064886318117619 -0.00048358260917408507 -0.00082383602582607467 0.00093132428963820511 0.00052259583072758334 -0.00067221318511737397 0.0001960126830164574 -0.00040806114807558503 -0.00015676363819815053 0.0012604847994380996 -3.4100488346147973e-05 0.00099056003679605506
leaf_weight=0.0010128995404010402 0.0011622745504121157 0.0010330721311017982 0.0012317577729524893 0.0010565315501467392 0.0012486679313174704 0.0010010197986810221 0.0019822074048381219 0.0012207386536702463 0.0011890499479227986 0.0018361961231172508 0.0014556473296144512 0.0011386157535938825 0.0017198165339544769 0.0012331208910943692
leaf_count=491 474 122 148 255 339 167 151 354 71 58 153 136 101 101
internal_value=0 4.96204e-05 4.4146e-06 5.17926e-05 9.69121e-05 0.000140642 7.98704e-05 3.93349e-07 0.000105486 0.000216232 0.000386405 0.000536134 0.000337013 0.000600515
internal_weight=0 0.0185087 0.0174756 0.0163134 0.0150816 0.0140251 0.0130241 0.0110419 0.00979319 0.00857245 0.00673625 0.0052806 0.00414199 0.00242217
internal_count=3121 2630 2508 2034 1886 1631 1464 1313 974 620 562 409 273 172
is_linear=0
shrinkage=0.00177594


Tree=2607
num_leaves=12
num_cat=0
split_feature=147 159 52 51 48 1 159 1 13 0 43
split_gain=4.69887e-05 9.61554e-05 8.17586e-05 0.000102777 9.40628e-05 0.000132692 0.00010904 0.000118232 0.000135778 0.000132333 9.98015e-05
threshold=1.0000000180025095e-35 -0.032739999999999991 -0.24456499999999998 0.091630000000000003 0.092065000000000022 0.111945 0.082585000000000006 0.092695000000000013 -0.014169999999999999 -0.083914999999999976 -0.014584999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 6 7 8 9 -4 -10
right_child=-2 2 3 -5 -6 -7 -8 -9 10 -11 -12
leaf_value=-0.0034313706279291826 0.0020131871176975939 -0.0024412522559884332 0.001851676966978465 0.003327244157693551 -0.0023468870510239808 0.0041839872302053948 -0.002962931316523035 -0.0028159163989301293 0.00028033481730950813 -0.0034679959313812046 0.0044082880703746182
leaf_weight=0.0010091404409764927 0.001241821098578383 0.0013806206972713205 0.001114807546605286 0.0012353438033432624 0.0016835340139110264 0.001004257905474675 0.0012497675533011138 0.0010222521052961342 0.0011435578870033769 0.0011010282137560033 0.0017640047940865916
leaf_count=414 183 352 388 205 191 227 260 171 226 270 234
internal_value=0 -0.000197762 5.91972e-05 0.000364198 1.18104e-06 0.000471801 -3.22942e-05 0.000563674 0.00123799 -0.000791619 0.00278474
internal_weight=0 0.0137083 0.0126992 0.0113186 0.0100832 0.00839968 0.00739542 0.00614565 0.0051234 0.00221584 0.00290756
internal_count=3121 2938 2524 2172 1967 1776 1549 1289 1118 658 460
is_linear=0
shrinkage=0.0108838


Tree=2608
num_leaves=15
num_cat=0
split_feature=403 403 42 39 160 52 151 49 43 0 43 48 0 3
split_gain=0.000126286 0.000157657 0.000129295 0.000221802 0.000141062 0.000281932 0.000187398 0.000175614 0.000234748 0.000158589 0.000170572 7.47214e-05 0.000105184 6.76735e-05
threshold=0.10301500000000001 0.03138500000000001 -1.0000000180025095e-35 0.0046100000000000004 -1.0000000180025095e-35 -0.013374999999999998 -0.090369999999999992 0.092185000000000017 -0.074359999999999996 -0.10151999999999999 0.093175000000000022 0.086260000000000017 -0.14001499999999997 -0.084074999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 -4 -6 8 13 11 -11 12 -10 -8
right_child=-2 -3 4 -5 6 -7 7 -9 9 10 -12 -13 -14 -15
leaf_value=-0.00095059736187615618 -0.00058233437918156451 0.00055908677253183048 0.00019251262628977483 0.00013755438987195673 -0.00054650382034573996 -0.00079798600006026298 0.00027753270675685588 0.00085889204096555906 0.00072144792578879074 -0.00067849853616168225 0.00019083456870928536 -0.00012092104200727949 4.3750524210991121e-06 0.00082473497668844728
leaf_weight=0.0010552658242748243 0.0010146796496383259 0.0014223804245884824 0.0017149437090953892 0.0010432759480427656 0.0010524758796489073 0.0015164847882435748 0.0012547246063399631 0.0010062931144236226 0.0011483906212466088 0.0017045600062560061 0.0010046811438294556 0.0014577283582632994 0.0011432310151636704 0.0012773362535344066
leaf_count=620 202 174 287 63 93 492 117 129 84 464 43 67 33 253
internal_value=0 2.46521e-05 -2.1758e-05 -0.00040963 3.5239e-05 -0.000272321 0.000125186 0.000195901 0.000121695 -4.76231e-05 -0.000356119 0.000175293 0.000363719 0.000553577
internal_weight=0 0.0178018 0.0163794 0.00209854 0.0142808 0.00323143 0.0110494 0.00999695 0.00899065 0.00645859 0.00270924 0.00374935 0.00229162 0.00253206
internal_count=3121 2919 2745 683 2062 779 1283 1190 1061 691 507 184 117 370
is_linear=0
shrinkage=0.00167351


Tree=2609
num_leaves=11
num_cat=0
split_feature=1 15 12 47 52 0 16 43 133 12
split_gain=4.71306e-05 8.48529e-05 6.22094e-05 0.000100856 0.000133514 0.000160764 5.85331e-05 0.0001837 0.000119897 5.97587e-05
threshold=0.090405000000000013 -0.042209999999999991 -0.010834999999999999 0.10904500000000002 -0.07167999999999998 -0.10836499999999999 0.19444000000000003 -0.09225499999999999 0.076280000000000014 0.088305000000000008
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -2 4 -4 -6 7 -3 9 -9
right_child=2 6 3 -5 5 -7 -8 8 -10 -11
leaf_value=-0.0035671496761019742 0.0026759523463182207 -0.0051903306730656743 -0.002419770380245084 -0.0031241759269865191 0.0043561107305976152 -0.00061130306059144332 0.002021646618410599 -0.0029479070452307771 0.0040162454130237488 0.00099909876717249493
leaf_weight=0.0012548627838893187 0.001672034215715725 0.0010454218784600629 0.0013702157865488444 0.0011645943855403962 0.0019507860972115543 0.0018170998072725647 0.0013968221023739815 0.001102376031844367 0.0010186562461656345 0.0011132649407015471
leaf_count=666 332 211 216 109 134 330 80 425 356 262
internal_value=0 -0.000739353 0.000615359 6.87065e-05 0.0007924 0.00196053 -0.000114237 -0.00081135 0.000604067 -0.000964705
internal_weight=0 0.0069314 0.00797473 0.0063027 0.0051381 0.00376789 0.00567654 0.00427972 0.0032343 0.00221564
internal_count=3121 2000 1121 789 680 464 1334 1254 1043 687
is_linear=0
shrinkage=0.0120166


Tree=2610
num_leaves=11
num_cat=0
split_feature=11 3 457 160 133 2 0 1 42 4
split_gain=3.9949e-05 4.88565e-05 6.29088e-05 7.39196e-05 0.00014983 0.00015017 0.00015432 0.000191201 0.000137799 0.000115415
threshold=0.081790000000000015 -0.12018999999999998 -0.0029299999999999994 -0.080719999999999986 -1.0000000180025095e-35 0.11411 -0.10607499999999999 0.093575000000000019 0.088200000000000014 -0.082109999999999975
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 -5 6 7 -6 9 -8
right_child=-2 2 3 4 5 -7 8 -9 -10 -11
leaf_value=0.0018705153903072792 -0.0020345631367757822 -0.0027341216386821449 -0.0020992134246358898 -0.0026944151380032359 0.00093967385317051289 -0.0021414528020528641 0.0017360769437569801 0.0075883672927361681 0.003889800044551263 -0.0025458633031343741
leaf_weight=0.001774911885479318 0.0011133347926740597 0.0010242468817264058 0.0015530421487978631 0.00150313000472515 0.0010566136908316572 0.0014155772196853414 0.0014361651040896185 0.0010758175842390805 0.0011700674149741847 0.0016871522583527462
leaf_count=180 175 244 499 704 66 268 194 94 378 319
internal_value=0 0.000152146 -0.000103684 0.000143548 0.00051629 0.00113176 0.00185283 0.00429396 0.000640372 -0.00057694
internal_weight=0 0.0136967 0.0119218 0.0108976 0.00934452 0.00784139 0.00642582 0.00213243 0.00429338 0.00312332
internal_count=3121 2946 2766 2522 2023 1319 1051 160 891 513
is_linear=0
shrinkage=0.0111015


Tree=2611
num_leaves=16
num_cat=0
split_feature=124 123 4 43 43 131 14 13 12 403 15 48 16 47 0
split_gain=0.000144931 0.000188578 0.00020644 0.000226389 0.000153437 0.00022301 0.000193428 0.000141216 0.000228974 0.000217424 0.000200664 0.000138736 0.000181049 0.000175857 0.000204722
threshold=1.0000000180025095e-35 1.0000000180025095e-35 -0.49405499999999997 -0.25681499999999996 -0.14968999999999996 0.08844500000000001 -0.10708499999999999 -0.23438999999999996 0.092355000000000007 0.08332500000000001 0.084050000000000014 0.085700000000000012 -0.094359999999999986 1.0000000180025095e-35 -0.13027499999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 -5 6 -6 -8 9 10 11 13 -13 14 -9
right_child=-2 -3 3 4 5 -7 7 8 -10 -11 -12 12 -14 -15 -16
leaf_value=-0.00075640041309483412 0.00060117463040593535 0.00063308811943765396 -0.00078758035826448792 0.00062855155327099876 -0.0005811491026059219 -0.0007201321457971587 0.00063740819675959907 0.00094444029289176157 -0.000660573270741889 0.0007587936803444583 -0.00063539053893162372 -0.00070311335329432208 0.00022346129022532453 -0.00021144886610954721 -1.5402870261191167e-05
leaf_weight=0.001217532670461533 0.0010131722163519317 0.0010661443926891319 0.0010600467966095364 0.0010536269054051113 0.0012860334687581675 0.0012096661233598057 0.0012372341068635209 0.0016169178177065664 0.0011603216563957517 0.0013111631934249104 0.0011134170289666167 0.0010412510249954016 0.0013645942023757934 0.0011423055633532214 0.0010117287224500086
leaf_count=139 78 222 125 90 86 375 94 87 552 141 441 54 132 52 453
internal_value=0 -4.94478e-05 -9.26957e-05 -4.09231e-05 1.34814e-05 -3.45417e-05 3.29665e-05 0.000104771 3.72626e-05 0.0001314 1.85621e-05 0.000136442 -0.000177561 0.000336774 0.00057501
internal_weight=0 0.017892 0.0168258 0.0156083 0.0145483 0.0134946 0.012285 0.0109989 0.0097617 0.00860138 0.00729021 0.0061768 0.00240585 0.00377095 0.00262865
internal_count=3121 3043 2821 2682 2557 2467 2092 2006 1912 1360 1219 778 186 592 540
is_linear=0
shrinkage=0.00167351


Tree=2612
num_leaves=17
num_cat=0
split_feature=124 147 11 12 13 132 124 52 47 1 133 42 0 1 52 3
split_gain=0.000294313 0.000248725 0.000256962 0.000243296 0.000184232 0.000191873 0.000174412 0.000272963 0.000165963 0.000151724 0.000119259 0.00014623 0.00032558 0.000133537 0.000187457 5.39452e-05
threshold=0.08919500000000001 0.089025000000000007 0.087830000000000005 0.10711000000000002 -0.094514999999999988 0.080640000000000017 -0.043384999999999993 -0.092399999999999982 0.096475000000000019 0.08844500000000001 0.084415000000000018 0.085465000000000013 -0.10011499999999998 0.086720000000000005 -0.069804999999999992 0.090900000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 9 6 -6 -8 10 -1 11 12 13 -9 -15 -16
right_child=-2 -3 -4 -5 5 -7 7 8 -10 -11 -12 -13 -14 14 15 -17
leaf_value=-1.179108800979513e-05 0.00092475178791502893 0.00077495214316142301 -0.00095387346920090539 -0.00083588533355724072 0.00053883232121015748 0.00058610923385266534 -0.00094814242297267123 0.00073264182274122727 -0.00079129648810686334 0.00070989039929492354 -0.00055247924305563089 0.00052364001957460357 -0.00080494954598494259 -0.0006267002034021597 -4.7134948240182296e-06 0.0005618341865654754
leaf_weight=0.0017821822042323595 0.0010331488451415646 0.0010972385109040616 0.0010378544077318521 0.0011483914166621539 0.0010356639582115848 0.0012045853307697885 0.0014261383032962227 0.0010087081638646689 0.0010202200070671399 0.001896577982432375 0.0011963197141744136 0.0016162354999064779 0.0014577400236013612 0.0010412199510980713 0.0010085593107772572 0.0011173044505810026
leaf_count=173 60 123 116 225 195 214 358 61 125 159 478 304 455 21 16 38
internal_value=0 -4.71864e-05 -9.46702e-05 -4.5019e-05 9.00513e-06 -8.93921e-05 -0.000157609 -0.000223827 -0.000114706 0.00036027 -3.29796e-05 5.27456e-05 -8.23519e-05 0.000169902 -9.32933e-06 0.000293051
internal_weight=0 0.0200949 0.0189977 0.0179598 0.0168115 0.0131327 0.0119281 0.0108924 0.00946631 0.00367876 0.00844609 0.00724977 0.00563353 0.00417579 0.00316708 0.00212586
internal_count=3121 3061 2938 2822 2597 2265 2051 1856 1498 332 1373 895 591 136 75 54
is_linear=0
shrinkage=0.00177594


Tree=2613
num_leaves=15
num_cat=0
split_feature=147 11 403 403 3 2 16 42 160 0 4 3 43 0
split_gain=0.000147355 0.000145215 0.000162623 0.000165488 0.00015151 0.00028661 0.000168831 0.00015373 0.000220278 0.000141805 0.000135505 0.000132686 0.000165327 9.53158e-05
threshold=0.088610000000000008 0.08776500000000001 -1.0000000180025095e-35 0.10301500000000001 0.076840000000000006 0.10855000000000002 0.033715000000000009 -0.088669999999999985 -1.0000000180025095e-35 -0.14794999999999997 0.033845000000000007 -0.086769999999999986 -0.074359999999999996 -0.019414999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 7 9 -4 -9 10 -6 -10 -13 -8
right_child=-2 -3 3 -5 6 -7 13 8 11 -11 -12 12 -14 -15
leaf_value=-0.00068458309338197446 0.00067855276519556394 -0.00073319781026854193 0.00065485752334119309 -0.00067335614936196221 0.00024602400812160713 0.001050323547875777 -0.00092825845269121758 -0.00074743359338506313 -0.00028899889204460154 0.0006499884872212423 -0.00053554004725716643 0.00086086369638298319 -7.194801554767208e-07 -0.00015949157517518409
leaf_weight=0.0011354914688359368 0.0010026995851673782 0.0010008049596127435 0.0014050719381705898 0.0010400943139445762 0.0016369496220722812 0.0012964605640936738 0.0010905022790770325 0.0011574988588854158 0.0015426613539427274 0.0011333543034733823 0.0014093765245850598 0.0013466392107369975 0.0017463860075596794 0.0011120994883537794
leaf_count=752 127 121 143 200 67 277 59 504 161 110 68 275 201 56
internal_value=0 -4.91675e-05 -9.02219e-06 3.91709e-05 8.89857e-05 0.00025061 -0.000126134 0.000106575 -2.64042e-05 9.20211e-05 -0.000115565 0.000153632 0.000374396 -0.000540106
internal_weight=0 0.0180534 0.0170526 0.0159171 0.014877 0.00849472 0.00638228 0.00719826 0.00579319 0.00417968 0.00304633 0.00463569 0.00309303 0.0022026
internal_count=3121 2994 2873 2121 1921 1561 360 1284 1141 245 135 637 476 115
is_linear=0
shrinkage=0.00184769


Tree=2614
num_leaves=16
num_cat=0
split_feature=43 43 1 0 132 13 15 47 1 15 52 16 16 4 52
split_gain=0.000168872 0.000138888 0.000122217 0.000225155 0.000155711 0.000245775 0.000205544 0.000172344 0.000181119 0.000153254 0.000173852 0.000101375 0.000129857 0.000129885 0.000117294
threshold=0.24789500000000006 0.12450000000000001 0.077565000000000009 -0.087634999999999977 0.081160000000000024 -0.094514999999999988 0.035560000000000008 0.096175000000000024 0.12456000000000002 0.035560000000000008 0.095415000000000014 -0.10850999999999998 -0.010264999999999998 0.0061450000000000003 -0.067494999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 -4 7 11 -9 10 -5 -7 13 -13 -14
right_child=-2 -3 4 9 -6 6 -8 8 -10 -11 -12 12 14 -15 -16
leaf_value=-0.00095057036574975901 -0.00069168135055974235 0.0005740575073137973 0.00057962450439676702 -0.00083067895732964758 0.00071342351509155191 0.00063259035244151926 -0.00069690816045286734 -0.00085882226261377033 0.00010752379200048893 0.00036091697066415395 0.00015389182584927424 -0.0006201504524974015 -2.7349255370658436e-05 0.00011552495951214059 0.0007805178844569571
leaf_weight=0.0010521310639531353 0.0010253350543670122 0.0012306263564449962 0.001866253514188016 0.0010755683666736505 0.0010018256923147442 0.0010695208280724925 0.0014195925303345435 0.0011804217821965446 0.0010842250415348774 0.0015124407704430634 0.0010163774589077024 0.0011677179541784185 0.0010443504193093358 0.0017430802591960753 0.0010503189357309131
leaf_count=426 188 60 175 357 140 164 304 133 39 611 74 120 194 41 95
internal_value=0 1.99894e-05 -1.94608e-05 -0.000255835 6.77058e-05 1.20611e-05 -9.64739e-05 5.73346e-06 -0.000396173 -5.30393e-05 -0.000352323 0.000155557 5.36291e-05 -0.000179604 0.000377735
internal_weight=0 0.0185145 0.0172838 0.00465652 0.0126273 0.0116255 0.00975923 0.00833964 0.00226465 0.00360439 0.00209195 0.00607499 0.00500547 0.0029108 0.00209467
internal_count=3121 2933 2873 1468 1405 1265 1090 786 172 1042 431 614 450 161 289
is_linear=0
shrinkage=0.00170698


Tree=2615
num_leaves=18
num_cat=0
split_feature=1213 1374 457 11 124 403 1 123 42 160 4 3 0 151 16 12 15
split_gain=0.000557099 0.000290871 0.000260995 0.00033277 0.000217287 0.000214885 0.000391333 0.000204846 0.000304496 0.000258695 0.000317322 0.00026811 0.00023124 0.000240574 0.000182148 0.000134313 7.33929e-05
threshold=-1.0000000180025095e-35 -0.094929999999999987 0.092360000000000012 0.087830000000000005 0.10195500000000002 0.03138500000000001 1.0000000180025095e-35 1.0000000180025095e-35 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.034939999999999992 -0.11255999999999998 -0.053834999999999994 -0.0077149999999999988 -0.056919999999999991 0.087075000000000014 -0.10203999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 5 7 -7 8 -3 10 -10 -11 13 -13 15 16 -15
right_child=1 2 -4 -5 -6 6 -8 -9 9 11 -12 12 -14 14 -16 -17 -18
leaf_value=-0.0011988729154698648 -0.00084637797411264996 -0.00088594743495887447 0.00092587953925489714 -0.00085004357357336044 0.00087377729957085766 -5.7400619651886943e-05 0.0013457347719450367 0.00066839852278798093 -0.0011899270189757031 0.00074111924075556061 1.1267633677746805e-05 -0.00048690455758708124 -0.0005768797016664723 0.00051482519524998882 -0.00017035835011189486 4.6724956737572259e-05 0.0011414607546029281
leaf_weight=0.0010934073985667181 0.0010020969766419965 0.0012335858011834318 0.0010465285775309576 0.0011253017272907498 0.0010157022846791061 0.0013681176557370734 0.0010043365168204144 0.0011644220013121475 0.0010574705012977234 0.0017521226397934847 0.001626364212536373 0.0013226608423717598 0.0015966858026649784 0.0011919851345667948 0.0014177875075529521 0.0010014113977581118 0.0010027496203138244
leaf_count=491 55 472 89 118 41 132 58 216 208 99 416 129 130 50 211 150 56
internal_value=0 5.09885e-05 9.61151e-05 5.01226e-05 0.000107173 6.06586e-05 0.000536592 -1.7932e-05 -7.84628e-05 4.75898e-06 -0.000462021 0.000139676 -2.10126e-07 0.000154889 0.00033887 0.00056476 0.000801128
internal_weight=0 0.0209293 0.0199272 0.0188807 0.0177554 0.0167397 0.00237245 0.0143672 0.0132028 0.0119692 0.00268383 0.0092854 0.00753328 0.00593659 0.00461393 0.00319615 0.00219473
internal_count=3121 2630 2575 2486 2368 2327 190 2137 1921 1449 624 825 726 596 467 256 106
is_linear=0
shrinkage=0.00170698


Tree=2616
num_leaves=14
num_cat=0
split_feature=128 133 3 48 50 4 3 12 49 48 13 43 4
split_gain=0.000129743 0.000123287 0.000132382 0.000161185 0.000153104 0.000164135 0.000184489 0.000176063 0.000188623 0.000165945 0.000141576 0.000133515 0.00024855
threshold=1.0000000180025095e-35 0.10722500000000001 0.16158000000000003 0.11951500000000001 0.07826000000000001 0.40473500000000007 0.10542000000000001 0.09334000000000002 -0.0020949999999999996 0.082620000000000013 -0.029529999999999997 -0.077044999999999988 0.053180000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 7 8 9 -1 -10 -12 -13
right_child=-2 -3 -4 -5 -6 -7 -8 -9 10 -11 11 12 -14
leaf_value=-0.00077731654924739605 -0.00057638827740431442 -0.0005210432199545304 0.00054455425695964534 -0.00057852091984221033 -0.00044592023121452684 0.00066597899215423476 0.00059402467184480989 -0.00045394545323590928 -0.00013297044679995456 3.2704584158564122e-05 0.00089846534364710945 -0.00023698100015864685 0.00077862396403221852
leaf_weight=0.0010059548346157956 0.0010011503093128723 0.0010304401926254222 0.0013028838160060443 0.0011147119381211832 0.0014122786475362749 0.0012493894018916615 0.0014253597411588706 0.0019823696431117014 0.0016243647542347056 0.0018723270077303233 0.0011258145746724235 0.0013509627971847503 0.0011578119109838525
leaf_count=162 231 381 150 77 398 180 48 376 516 183 101 282 36
internal_value=0 1.886e-05 5.23254e-05 1.04677e-05 5.66822e-05 0.000112161 5.22271e-05 -2.40858e-05 8.06353e-05 -0.000250396 0.000261813 0.000438248 0.000231726
internal_weight=0 0.0176547 0.0166242 0.0153213 0.0142066 0.0127944 0.011545 0.0101196 0.00813724 0.00287828 0.00525895 0.00363459 0.00250877
internal_count=3121 2890 2509 2359 2282 1884 1704 1656 1280 345 935 419 318
is_linear=0
shrinkage=0.00160853


Tree=2617
num_leaves=18
num_cat=0
split_feature=1213 124 456 50 1374 4 3 47 51 4 151 403 0 1 4 16 1
split_gain=0.000589622 0.000320063 0.000275452 0.00024302 0.000251618 0.000246792 0.00029062 0.000270489 0.00024445 0.000288063 0.000347531 0.000312929 0.000256913 0.000386464 0.000338798 0.000173118 0.000223815
threshold=-1.0000000180025095e-35 0.11040000000000001 0.087485000000000021 0.10647500000000001 -0.094929999999999987 -0.49405499999999997 -0.15447499999999995 0.11596500000000001 -0.076794999999999988 0.40473500000000007 -0.024429999999999997 0.03138500000000001 -0.10151999999999999 0.081670000000000006 -0.083854999999999985 -0.27167499999999994 0.094385000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 -6 -7 8 -8 10 -10 12 15 14 -14 -12 -17
right_child=1 -3 -4 -5 5 6 7 -9 9 -11 11 -13 13 -15 -16 16 -18
leaf_value=-0.0011653160314648837 -0.00073219922891778512 0.00096985440117233811 -0.00087442347400029088 -0.00071894229638671983 -0.0004899852937636064 0.00093840476932965933 -0.00044029400273648284 -0.00071480587973810658 0.00085260875618609804 0.0010223603941065186 -0.00031486294609625273 0.00072892401609946826 0.00057868018319606491 -0.0010488204123771251 -0.00059201985701094729 -1.8703865702544227e-05 0.00095287742676977564
leaf_weight=0.0012453998176619871 0.0010464854663776437 0.0010313291482242489 0.0010086963492819392 0.0011661478746964249 0.0017151998254436506 0.0013864172987838137 0.0016333175282906573 0.0010475818240487369 0.0018670797655270252 0.0013009767791444605 0.0011745984242148219 0.001654791754625397 0.0014717873843812339 0.0015608697781102771 0.0014106641351949376 0.0013807300130144161 0.0013826954117286405
leaf_count=491 40 30 165 256 139 122 303 70 185 203 76 109 133 263 441 46 49
internal_value=0 4.02659e-05 -2.9037e-06 3.85645e-05 8.26596e-05 0.000127572 0.0001889 0.000123485 0.000182672 0.00025973 0.000176378 5.05748e-05 -8.33568e-05 -0.000364709 5.74269e-06 0.000234096 0.000467432
internal_weight=0 0.0232394 0.022208 0.0211993 0.0200332 0.0189867 0.0172715 0.0158851 0.0148375 0.0132042 0.0119032 0.0100361 0.00838135 0.00444332 0.00288245 0.00393802 0.00276343
internal_count=3121 2630 2600 2435 2179 2139 2000 1878 1808 1505 1302 1117 1008 837 574 171 95
is_linear=0
shrinkage=0.00170698


Tree=2618
num_leaves=12
num_cat=0
split_feature=39 3 48 12 16 16 160 16 12 12 3
split_gain=4.65751e-05 9.73911e-05 8.60651e-05 0.000102616 0.000124064 9.90987e-05 0.000156017 0.000106269 9.89121e-05 7.87161e-05 6.66039e-05
threshold=0.0046100000000000004 0.149315 -0.024949999999999996 0.092355000000000007 0.033715000000000009 -0.020119999999999996 0.086325000000000013 -0.083134999999999987 0.099815000000000015 0.088105000000000003 0.0022600000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 6 7 9 -5 -4 -2
right_child=10 -3 3 8 -6 -7 -8 -9 -10 -11 -12
leaf_value=0.0026670542740871118 0.0039532390476019891 0.0029193122874364673 0.00057327879243133256 -0.0060165468802025352 -0.0030672805980020185 0.0040231191028051224 -0.0038831984876693268 -0.0019986416766424884 -0.0012166205480409926 0.0047184048771818903 -0.00047921831929231444
leaf_weight=0.001082845132454901 0.0010044678593543735 0.001287195873329706 0.0015942267131636174 0.0010249436645853923 0.0018350863694901534 0.001034127861965879 0.0012628712048768295 0.0011975541831374366 0.0017397953477213896 0.0012111252735681616 0.0010331368063076982
leaf_count=140 270 145 360 462 282 340 97 369 393 175 88
internal_value=0 -0.000284467 -0.000628624 -0.000956037 -0.000262723 0.000554211 -0.000127036 0.00105799 -0.00299605 0.00236281 0.00170583
internal_weight=0 0.0132698 0.0119826 0.0108997 0.00813499 0.00629991 0.00526578 0.00400291 0.00276474 0.00280535 0.0020376
internal_count=3121 2763 2618 2478 1623 1341 1001 904 855 535 358
is_linear=0
shrinkage=0.0122569


Tree=2619
num_leaves=17
num_cat=0
split_feature=1213 124 403 15 42 160 474 3 43 4 151 0 0 0 2 16
split_gain=0.000637883 0.000188594 0.000188922 0.000302692 0.000264534 0.000232511 0.000447446 0.00030825 0.000260116 0.000297669 0.000338799 0.00017278 0.00024888 0.00015189 0.000151661 0.000143447
threshold=-1.0000000180025095e-35 0.08919500000000001 0.03138500000000001 0.088235000000000022 -1.0000000180025095e-35 -1.0000000180025095e-35 0.084660000000000027 0.084940000000000015 -0.14968999999999996 -0.35136499999999998 -0.090369999999999992 -0.061629999999999997 -0.10011499999999998 -0.20211999999999997 1.0000000180025095e-35 -0.094359999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 -4 -2 6 7 -6 -7 -10 -11 12 13 15 -15 -12
right_child=1 -3 3 -5 5 8 -8 -9 9 10 11 -13 -14 14 -16 -17
leaf_value=-0.0012180594785007016 -0.00065733083246330545 0.00075530135068926278 -0.00012202566876288719 0.0010875431614719578 -0.0013667662697298369 0.0008413209694143808 0.00048986418831796204 -0.00014452935902829875 -0.00062550117152970048 -0.0007337626694191758 -0.00037157879135622427 0.00085036988263874141 -0.00040012071120167097 0.00022302094973917301 0.00099600959121845588 0.00043304525760044554
leaf_weight=0.0011789253884454043 0.0017921818567663934 0.0010031940281163545 0.0012043566547184558 0.0011166534259516858 0.0012131819431525403 0.0012900910171311812 0.0011568253742629542 0.0011035864364878911 0.001577730199372465 0.0010506256703165543 0.0011967989254628719 0.0012428190562189297 0.0016262661801168497 0.0014128036356579887 0.0014307536794782999 0.0012887252198987564
leaf_count=491 503 60 168 38 476 62 188 67 144 81 46 145 460 33 120 39
internal_value=0 4.74924e-05 1.14545e-05 0.000459906 -4.84257e-05 2.15714e-05 -0.000360131 -0.000784557 0.000130998 4.63557e-05 0.000160966 0.000275629 0.000172931 0.000347809 0.000611955 4.56126e-05
internal_weight=0 0.0207066 0.0197034 0.00232101 0.0173824 0.0155902 0.00347359 0.00231677 0.0121166 0.0108265 0.00924879 0.00819817 0.00695535 0.00532908 0.00284356 0.00248552
internal_count=3121 2630 2570 206 2364 1861 731 543 1130 1068 924 843 698 238 153 85
is_linear=0
shrinkage=0.00167351


Tree=2620
num_leaves=17
num_cat=0
split_feature=1213 147 484 403 15 160 42 457 484 13 0 12 15 4 4 16
split_gain=0.000475338 0.00019285 0.000204921 0.000157023 0.000278897 0.000135129 0.000214568 0.000254606 0.000208656 0.000153972 0.000266868 0.00019543 0.000234227 0.000200507 0.000156572 0.000108686
threshold=-1.0000000180025095e-35 0.089025000000000007 -0.0068949999999999992 0.03138500000000001 0.088235000000000022 -0.080934999999999993 -1.0000000180025095e-35 -0.0029299999999999994 0.08660000000000001 -0.49353499999999995 0.13134000000000004 0.092355000000000007 -0.10653 -0.0016099999999999997 0.053180000000000012 -0.029084999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 5 -5 8 -7 -8 -4 -9 11 12 -11 15 -15 -14
right_child=1 -3 3 4 -6 6 7 9 -10 10 -12 -13 13 14 -16 -17
leaf_value=-0.0011372748612495849 -0.00065417420482408617 0.00073324370400043375 -0.00094151115449495927 -0.00011040669732337026 0.001076255894959818 -0.00046617255308594927 -0.00062015317615531237 -0.00039132231467486363 0.00011343699705095028 0.0010029732136029204 0.0010665595067174578 -0.00029500301527156099 0.00093771420578743568 -0.00055885624045262682 0.00023436938377262173 0.00018081828558935456
leaf_weight=0.0010046526456410276 0.0012399395044875644 0.0010714625994747836 0.0010320488292395293 0.0011426875993079738 0.00107793659608868 0.0019076832432943997 0.0011080656932295216 0.001019670360979435 0.001068919107273518 0.0011726413228884602 0.0011015386302441971 0.0018133829164795195 0.0010621698625875868 0.0012647201266360267 0.001552270295340108 0.0010631155887952681
leaf_count=491 474 122 258 150 32 416 97 40 167 152 31 283 108 67 49 184
internal_value=0 4.2838e-05 3.12399e-06 4.99991e-05 0.000465624 -1.08563e-05 5.24889e-05 0.000141168 -0.00040478 0.000225112 0.000294721 0.000187483 0.000330565 0.000171025 -0.000121758 0.000559098
internal_weight=0 0.0196983 0.0186268 0.0173869 0.00222062 0.0151662 0.0130653 0.0111576 0.00210097 0.0100495 0.00902984 0.0079283 0.00611492 0.00494228 0.00281699 0.00212529
internal_count=3121 2630 2508 2034 182 1852 1427 1011 425 914 874 843 560 408 116 292
is_linear=0
shrinkage=0.00167351


Tree=2621
num_leaves=17
num_cat=0
split_feature=147 124 12 159 52 0 43 16 12 0 42 151 4 16 15 0
split_gain=0.000215232 0.000225083 0.000311912 0.000220816 0.000148612 0.000184516 0.000177109 0.00022125 0.000233913 0.000161546 0.00029453 0.000145033 0.000293298 0.000153019 0.000164956 0.000167122
threshold=0.089025000000000007 0.0049200000000000008 0.11650500000000001 -0.032739999999999991 -0.28430999999999995 -0.077999999999999986 -0.16318499999999997 0.15891500000000003 0.082480000000000012 -0.10011499999999998 0.08623500000000002 -0.0083949999999999979 0.010840000000000001 -0.50992999999999988 -0.10469999999999999 -0.14794999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -5 9 -7 8 -8 11 -11 12 -6 -13 -15 -16
right_child=-2 -3 -4 4 5 6 7 -9 -10 10 -12 13 -14 14 15 -17
leaf_value=-0.00080414530160533319 0.00076172842114825888 0.00074112419541950817 -0.0010352747721676771 -0.00055075442556456902 0.00021644070520536433 0.00084756865507222665 0.0010607842495388882 -0.00051900094959258809 -4.1424377331490586e-05 -0.0011640271522567673 8.1796969381698083e-05 0.00081763975464604801 -0.0010056716626076845 -0.0004344527499661372 -0.0001132631491610074 0.00079343716778167682
leaf_weight=0.0010892507489995559 0.0010254948376295673 0.0010135194743797369 0.0010241872195853379 0.0013302260825997217 0.0014030210465104942 0.0014277349366347281 0.0010017198283088892 0.0011186843918339351 0.0013987051143083407 0.0010532824499904702 0.0012675987886710538 0.0010205449572619901 0.0010340767788445879 0.001335846600557862 0.0012745409324403933 0.001193186246164349
leaf_count=384 124 71 132 313 84 45 188 99 263 684 357 57 51 113 69 87
internal_value=0 -5.7186e-05 -0.000102205 -4.58196e-05 6.2643e-06 5.72633e-05 0.000330347 0.000120505 0.000418538 -8.37185e-05 -0.000483594 4.40925e-05 -0.00030211 0.00021899 5.83655e-05 0.000325141
internal_weight=0 0.0189861 0.0179726 0.0169484 0.0158592 0.0145289 0.00494684 0.00351911 0.00240042 0.0095821 0.00232088 0.00726122 0.0024371 0.00482412 0.00380357 0.00246773
internal_count=3121 2997 2926 2794 2410 2097 595 550 451 1502 1041 461 135 326 269 156
is_linear=0
shrinkage=0.00174112


Tree=2622
num_leaves=12
num_cat=0
split_feature=484 15 15 133 160 0 0 4 1 16 0
split_gain=4.73099e-05 7.70112e-05 7.69954e-05 9.16093e-05 8.26456e-05 0.000121194 0.00021476 0.000123279 0.000115455 5.54627e-05 0.000108731
threshold=-0.0068949999999999992 -0.24436499999999997 -0.11713499999999999 0.10722500000000001 0.086075000000000013 -0.10011499999999998 -0.060129999999999996 -0.076229999999999978 0.080585000000000004 -0.056919999999999991 -0.12333499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 5 9 7 -7 -8 10 -4
right_child=1 2 3 -5 -6 6 8 -9 -10 -11 -12
leaf_value=-0.0033045601677933177 0.0044096892573150864 -0.0038794689755091961 0.0010469513996212865 -0.0042624212175394523 -0.0025047817562708916 -0.00052164577681926283 0.0047806480960019678 -0.0081902608629544262 -0.00091124582616512707 0.00091414026498645197 0.0079052718123603597
leaf_weight=0.0010349600785641245 0.0010178081459309854 0.001239188885646115 0.0010186973318681014 0.0010269484879239328 0.0017244499707062934 0.0011012023644717196 0.0019564389779158607 0.0010107280735000995 0.0016527694281515438 0.0013297259757214562 0.0013530264083152742
leaf_count=503 232 187 103 325 188 484 120 563 233 108 75
internal_value=0 0.000204885 -0.000114181 0.000269088 0.000686564 0.00127062 -0.000175769 -0.00419169 0.00217415 0.00350623 0.0049595
internal_weight=0 0.014431 0.0134132 0.012174 0.011147 0.00942259 0.00572114 0.00211193 0.00360921 0.00370145 0.00237172
internal_count=3121 2618 2386 2199 1874 1686 1400 1047 353 286 178
is_linear=0
shrinkage=0.0158556


Tree=2623
num_leaves=12
num_cat=0
split_feature=1 3 12 0 2 15 15 47 1 1 43
split_gain=5.21334e-05 9.4487e-05 0.000141762 0.000157554 6.60954e-05 9.108e-05 0.000151304 0.00017602 0.000114337 0.000209183 3.23489e-05
threshold=0.077565000000000009 0.097915000000000016 0.091545000000000015 -0.084044999999999995 0.13404500000000005 0.035560000000000008 -0.016799999999999995 0.096175000000000024 0.11181500000000001 0.094385000000000011 -0.066504999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 6 7 8 9 -2 -9
right_child=4 -3 -4 -5 -6 -7 -8 10 -10 -11 -12
leaf_value=-0.0046966042950000019 -0.00011837493910836116 0.0024826227603468817 -0.0063578802751282975 0.0019806446301264308 0.0038199297449255341 -0.0028381659635312202 0.0045629914414475094 -0.001795572350478402 -0.0023333147214903648 0.0073764045350035367 -0.005297634070170241
leaf_weight=0.0010804100730726395 0.0017853465010168211 0.0010615149434869409 0.001103375382838917 0.0017867412515273143 0.0010502167205039938 0.0015924004535564362 0.0016020366742072051 0.0010047330391136228 0.0011103190518884061 0.0011775031709068684 0.0010054579804076452
leaf_count=681 130 26 551 378 194 383 244 100 176 158 100
internal_value=0 -0.0011755 -0.00215349 -0.0005355 0.000537896 0.00016638 0.000788916 -0.000204976 0.0014445 0.00286022 -0.00354723
internal_weight=0 0.00503204 0.00397053 0.00286715 0.010328 0.0092778 0.0076854 0.00608336 0.00407317 0.00296285 0.00201019
internal_count=3121 1636 1610 1059 1485 1291 908 664 464 288 200
is_linear=0
shrinkage=0.0138033


Tree=2624
num_leaves=12
num_cat=0
split_feature=4 43 13 16 16 16 2 16 15 13 51
split_gain=5.02163e-05 0.000131016 0.000155653 7.65372e-05 0.000106895 0.000194134 0.000152316 0.000115193 0.000109033 0.000100929 0.000105774
threshold=-0.49405499999999997 -0.27207999999999993 0.10820000000000002 0.22339500000000004 -0.008904999999999998 -0.056919999999999991 0.092755000000000018 -0.074319999999999983 0.088235000000000022 -0.084034999999999985 0.082455000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 5 7 -6 8 9 -3 -11
right_child=1 2 -4 -5 6 -7 -8 -9 -10 10 -12
leaf_value=-0.0026844046972372177 -0.0046235444911138296 0.0014938840446091309 0.0057199333813327874 -0.0031833714232868608 -0.00071676825999851719 -0.0057903649837916455 0.0063278006358330734 0.004946259407892185 0.0028839490565228955 -0.0051863846741289927 0.00046300287696970406
leaf_weight=0.0012853516665924944 0.0010241564543592143 0.0015961027350321153 0.0010818599350821819 0.0012302814340836828 0.0011215945036268946 0.0010860938973730654 0.0013297573233969177 0.001033515038476443 0.0016991232946350909 0.0016647717029448514 0.0010852185156445641
leaf_count=156 134 403 104 293 355 367 185 215 298 495 116
internal_value=0 0.000223835 0.000607835 0.00014098 0.000526231 -0.000247887 0.00310462 0.000602498 -0.000140129 -0.0013224 -0.00295699
internal_weight=0 0.0139525 0.0129283 0.0118465 0.0106162 0.00816483 0.00245135 0.00707873 0.00604522 0.00434609 0.00274999
internal_count=3121 2965 2831 2727 2434 1894 540 1527 1312 1014 611
is_linear=0
shrinkage=0.0140794


Tree=2625
num_leaves=11
num_cat=0
split_feature=484 42 47 4 4 4 1 0 2 151
split_gain=4.81269e-05 7.74612e-05 8.17303e-05 9.60345e-05 0.000124651 6.12046e-05 0.000146417 0.000129265 0.000186324 7.92972e-05
threshold=-0.0068949999999999992 0.10256000000000001 0.10980000000000002 0.27834500000000006 0.055260000000000011 -0.062539999999999984 0.095285000000000022 -0.077999999999999986 0.095195000000000016 -0.0071249999999999985
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 7 9 -2 -9 -7
right_child=1 -3 -4 -5 -6 6 -8 8 -10 -11
leaf_value=-0.0026445346884095156 -0.0041800266189995642 -0.0028352549554792514 0.0032557464899350599 0.0031921485550987154 -0.0031583593370488952 0.0021086160101567307 0.0051059539749131154 0.0042379536142960941 -0.0019996766922298972 -0.0022235101715279409
leaf_weight=0.0010164235666018815 0.0011848749116503696 0.0012224758085506637 0.0014482669392921555 0.0013827936112153208 0.0019513628070235911 0.0012693692364815004 0.0012091629292933226 0.0013141189295379609 0.0017390240333771401 0.0013766584647924799
leaf_count=503 618 311 119 239 198 173 197 153 185 425
internal_value=0 0.00017226 0.000457809 0.000103207 -0.000322034 0.000361835 0.00150175 -0.000675108 0.000685094 -0.000145275
internal_weight=0 0.0140981 0.0128756 0.0114274 0.0100446 0.00809321 0.00385519 0.00423802 0.00305314 0.00264603
internal_count=3121 2618 2307 2188 1949 1751 795 956 338 598
is_linear=0
shrinkage=0.0125021


Tree=2626
num_leaves=11
num_cat=0
split_feature=39 48 48 51 457 484 52 47 52 3
split_gain=4.32563e-05 9.96301e-05 0.000147187 0.000102264 0.000132374 7.21914e-05 9.26102e-05 9.73302e-05 0.000113137 6.64741e-05
threshold=0.0046100000000000004 0.11951500000000001 0.095425000000000024 0.087505000000000013 0.080930000000000016 0.084750000000000006 -1.0000000180025095e-35 0.079855000000000023 0.090245000000000006 -0.077644999999999978
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 -1 8 9 -8
right_child=-2 -3 -4 -5 -6 -7 7 -9 -10 -11
leaf_value=-0.004300549025985867 0.0019881321333159391 -0.0047562126284485667 0.0053845910755045238 -0.0040786055641990815 0.0050736059913929401 0.0030666810352970009 0.0044604799922671754 -0.0037704711605396498 -0.0019049660119473289 -0.0002574555564395442
leaf_weight=0.0014700554971477037 0.0019993979214194121 0.0010050940878164596 0.0010140686647589501 0.0014455966703544069 0.0010256852137523467 0.0010674715566274251 0.0017186995835290981 0.0012849202468776522 0.0019639116092907347 0.0010217215277727402
leaf_count=584 358 83 168 299 149 222 572 95 425 166
internal_value=0 -0.000325984 4.47078e-05 -0.000447652 0.000101828 -0.000496226 -0.0010061 -0.000197481 0.00077843 0.00270147
internal_weight=0 0.0130172 0.0120121 0.0109981 0.00955247 0.00852678 0.00745931 0.00598925 0.00470433 0.00274042
internal_count=3121 2763 2680 2512 2213 2064 1842 1258 1163 738
is_linear=0
shrinkage=0.0146482


Tree=2627
num_leaves=15
num_cat=0
split_feature=128 133 3 48 50 3 159 12 42 2 0 151 15 16
split_gain=0.000149289 0.000128587 0.000135698 0.000160677 0.000159159 0.000190588 0.000176856 0.000141589 0.000168918 0.000136435 0.000137624 0.000132617 0.000108122 9.45728e-05
threshold=1.0000000180025095e-35 0.10722500000000001 0.16158000000000003 0.11951500000000001 0.07826000000000001 -0.15121499999999996 0.091530000000000014 0.092355000000000007 0.094525000000000012 0.088475000000000012 -0.074479999999999977 -0.0083949999999999979 -0.097454999999999986 -0.095564999999999983
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 -1 7 9 -9 10 12 -11 -7 -13
right_child=-2 -3 -4 -5 -6 6 -8 8 -10 11 -12 13 -14 -15
leaf_value=0.00068946577437401912 -0.00062181217545974397 -0.00054339490186189332 0.0005565185151381937 -0.00057901621718827205 -0.00046174443632847898 8.8591085497791782e-05 -0.00057819107002530102 -0.00075080480094864616 0.00019923839399177727 4.5217702728540984e-05 0.00040600380149226182 0.00096467144940015181 -0.00062392369498591872 0.00036146702856847362
leaf_weight=0.0014582842241100029 0.0010664222234487005 0.0010605067320812621 0.0013995228120991512 0.0011881445516310754 0.0014696000648356669 0.0011827569682917802 0.0011404715000653777 0.0010454659729114196 0.001051104351872334 0.0018700607590784041 0.0013002543801753927 0.0012495731886444893 0.0012032796944207542 0.0017437695127048292
leaf_count=168 231 381 150 77 398 100 229 209 123 146 77 107 527 198
internal_value=0 2.22622e-05 5.69329e-05 1.29669e-05 6.07671e-05 0.000118742 4.8131e-05 0.000115225 -0.000274506 0.000210796 -3.20281e-05 0.000394847 -0.000270731 0.000613275
internal_weight=0 0.0183628 0.0173023 0.0159028 0.0147146 0.013245 0.0117867 0.0106463 0.00209657 0.00854969 0.00368629 0.0048634 0.00238604 0.00299334
internal_count=3121 2890 2509 2359 2282 1884 1716 1487 332 1155 704 451 627 305
is_linear=0
shrinkage=0.00167351


Tree=2628
num_leaves=12
num_cat=0
split_feature=1 12 2 157 16 16 13 13 151 4 47
split_gain=4.34834e-05 0.000109926 8.04006e-05 9.19825e-05 9.1614e-05 0.000107493 9.14876e-05 5.69314e-05 0.000123214 0.000135378 9.86287e-06
threshold=0.12500000000000003 0.10866500000000003 0.088225000000000012 -1.0000000180025095e-35 -0.088394999999999987 -0.056919999999999991 -0.11122999999999998 -0.017449999999999997 -0.0083949999999999979 -0.082249999999999976 0.12119500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -4 -1 -6 -5 -8 -9 -10 -2
right_child=10 -3 3 6 5 -7 7 8 9 -11 -12
leaf_value=-0.0042678015546304239 0.00085926859738477224 -0.0043097274987419073 -0.002844450171978903 0.0044756605266095349 0.0029488734509438737 -0.0022526800472930041 -0.0017218648584952855 -0.002330958513989019 -0.0007250497372633842 0.0052173031711582191 0.0027124898995953516
leaf_weight=0.0013376591007340163 0.0010027678836052418 0.0011004161167347407 0.0010120504226221565 0.0013903875941136956 0.001207526266978298 0.0016616392588113516 0.0013315554245277132 0.0010941690986811803 0.0011035017627855082 0.0017371999743749159 0.0010193323330156545
leaf_count=346 227 201 249 101 419 602 455 114 117 238 52
internal_value=0 -0.000298186 7.35281e-05 0.000882055 -0.00140038 -6.35374e-05 0.0014486 0.000649432 0.00145188 0.00290893 0.00179347
internal_weight=0 0.0129761 0.0118757 0.00766886 0.00420682 0.00286917 0.00665681 0.00526643 0.00393487 0.0028407 0.0020221
internal_count=3121 2842 2641 1274 1367 1021 1025 924 469 355 279
is_linear=0
shrinkage=0.0132673


Tree=2629
num_leaves=18
num_cat=0
split_feature=1213 456 124 12 48 39 43 3 15 52 4 52 4 3 2 1 16
split_gain=0.000513768 0.000279058 0.000247785 0.000295747 0.000263109 0.000274951 0.000225623 0.000246928 0.000443709 0.000264231 0.000279379 0.000317993 0.000425162 0.000263902 0.00020074 0.00015872 8.03582e-05
threshold=-1.0000000180025095e-35 0.086265000000000022 0.08919500000000001 0.11650500000000001 0.12737000000000001 0.092870000000000022 -0.15582499999999996 0.10299500000000002 -0.10469999999999999 0.091275000000000009 0.076415000000000025 -0.087769999999999987 -1.0000000180025095e-35 -0.080734999999999987 0.088225000000000012 0.107145 0.15891500000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 6 16 9 -9 10 11 -8 14 -11 -13 -12 -2
right_child=1 -3 -4 -5 -6 -7 7 8 -10 13 15 12 -14 -15 -16 -17 -18
leaf_value=-0.0012045722465918144 0.00041022057682976108 -0.00091288163073682425 0.00097624666471759591 -0.00089311720770180434 -0.00072819869703082813 -0.00078598287058572781 -0.00075227420038554316 -0.00030453451832693755 0.0011698820464220976 -0.0012032301356087332 0.00021332606244865859 9.7252481864614762e-05 -0.00052513759747082884 7.4641555114580258e-05 0.0010166532738855741 0.001154805933511503 0.0011324866269960556
leaf_weight=0.001196154529610075 0.0010424185596995565 0.0010030635853558586 0.0010129021326293888 0.001097020967242234 0.0012409776920409002 0.0010051306709543155 0.0016682414294904779 0.0011310568456797052 0.0018149655171126886 0.0011140848376263654 0.0012422014939184045 0.0015429483551470677 0.0018712275918183509 0.0010930406311912841 0.0017084472476821613 0.0012036814848687821 0.0010613096964782187
leaf_count=491 98 186 58 118 70 114 415 80 113 168 76 433 176 265 160 75 25
internal_value=0 3.90577e-05 8.48549e-05 3.93388e-05 9.39246e-05 0.000152228 0.000209403 0.000126775 0.000603814 3.96941e-06 0.000141212 -5.16389e-05 0.000176531 -0.000570386 0.000580352 0.000676652 0.000774597
internal_weight=0 0.0218527 0.0208497 0.0198368 0.0187397 0.0174988 0.0164936 0.0143899 0.00294602 0.0114439 0.00923675 0.00679086 0.00512262 0.00220713 0.0032514 0.00244588 0.00210373
internal_count=3121 2630 2444 2386 2268 2198 2084 1961 193 1768 1335 1184 769 433 593 151 123
is_linear=0
shrinkage=0.00184769


Tree=2630
num_leaves=13
num_cat=0
split_feature=41 2 133 3 42 52 16 160 12 0 4 16
split_gain=4.40714e-05 8.0699e-05 4.50063e-05 0.000100248 7.8242e-05 0.000105584 0.000127391 0.000218136 0.000116087 6.03944e-05 0.00011866 5.3123e-05
threshold=0.078065000000000009 -1.0000000180025095e-35 0.10722500000000001 0.16158000000000003 0.09832500000000001 -0.24164999999999998 -0.014034999999999997 -0.081969999999999987 0.081420000000000006 -0.083914999999999976 0.033845000000000007 -0.5048999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 -3 9 -8 -9 10 -7 -12
right_child=-2 2 -4 -5 -6 6 7 8 -10 -11 11 -13
leaf_value=0.003634279713496336 -0.0027596478045339061 -0.0047706044322346009 -0.0028520393470013563 0.004120511254658032 0.0030566130403579693 0.0016468116020475214 0.0067306623444125446 -0.0038569628077268405 0.0022571021863190118 -0.0043524544674514816 -0.00082747303337255679 -0.0050499047405012636
leaf_weight=0.0011369265949793756 0.0010019695043451135 0.0010298217773360577 0.0010217498303766248 0.0010402627805700193 0.0011517468141326011 0.0019612947335813924 0.0011236055064162281 0.0010511843852620481 0.0012390465988576628 0.0010872370580781851 0.0010908198155496589 0.0010918224720159811
leaf_count=177 154 307 408 124 155 521 195 109 283 435 103 150
internal_value=0 0.00017812 -0.000126755 0.000107896 -0.000277653 -0.000674583 -0.000186652 0.00184686 -0.000549169 -0.00151371 -0.000768916 -0.00293966
internal_weight=0 0.0140255 0.0128886 0.0118668 0.0108266 0.00967483 0.00864501 0.00341384 0.00229023 0.00523117 0.00414394 0.00218264
internal_count=3121 2967 2790 2382 2258 2103 1796 587 392 1209 774 253
is_linear=0
shrinkage=0.0135326


Tree=2631
num_leaves=16
num_cat=0
split_feature=147 52 0 12 2 2 15 0 3 2 15 43 16 52 3
split_gain=0.000237397 0.000196586 0.000166714 0.000241326 0.000196631 0.000289445 0.00026313 0.000385037 0.000162976 0.000285274 0.000196351 0.000292511 0.00025512 0.000132847 9.23075e-05
threshold=0.089025000000000007 0.19022000000000003 0.18019500000000002 0.10866500000000003 0.099185000000000009 0.10731 -0.03241999999999999 -0.15090499999999998 -0.08824499999999999 0.08622500000000001 -0.016799999999999995 -0.084004999999999982 -0.088159999999999988 -0.085984999999999992 0.090900000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 8 -6 7 -7 9 -1 13 -12 -13 -10 -15
right_child=-2 -3 -4 -5 5 6 -8 -9 10 -11 11 12 -14 14 -16
leaf_value=-0.0011691798672545997 0.00079444281717056431 -0.00068034932657803817 0.0006540817517093812 -0.00072969962284410344 0.0010268930422259394 -0.00015324357763554357 -0.00059896148512184229 0.0011746876238007522 -0.00074492246909820133 2.0637652001561433e-05 0.00097334507529435932 0.00046622808243410789 -0.0006721333648268032 -0.0002823925725918213 0.00034373839684304715
leaf_weight=0.001070174101292949 0.0010066095216804882 0.001364733665244768 0.0010430072347188393 0.0013921348744699259 0.0011817940612413877 0.0016452165843543892 0.0012086648619034079 0.0010373913667569359 0.0011613419201510749 0.001300934011689972 0.0012082885175620809 0.0012327270275680471 0.0010729206663002786 0.0019852924265936342 0.0010483410720004693
leaf_count=250 124 346 30 204 155 67 113 274 176 196 136 185 459 360 46
internal_value=0 -5.62496e-05 -7.82343e-06 -4.95498e-05 1.29365e-05 0.00028703 6.23313e-05 0.000360281 -0.000125009 -0.000516374 -4.63342e-06 0.000293024 -6.35023e-05 -0.000253967 -6.60188e-05
internal_weight=0 0.018953 0.0175882 0.0165452 0.0151531 0.00507307 0.00389127 0.00268261 0.01008 0.00237111 0.00770891 0.00351394 0.00230565 0.00419498 0.00303363
internal_count=3121 2997 2651 2621 2417 609 454 341 1808 446 1362 780 644 582 406
is_linear=0
shrinkage=0.00170698


Tree=2632
num_leaves=15
num_cat=0
split_feature=147 11 403 124 40 52 43 15 51 52 16 15 4 4
split_gain=0.000161312 0.000156714 0.000135009 0.000114444 0.000165636 0.00017231 0.000211806 0.000151492 0.000137016 0.000154582 0.000268259 0.000210791 0.000121638 8.86008e-05
threshold=0.088610000000000008 0.08776500000000001 -1.0000000180025095e-35 -0.043384999999999993 -0.063404999999999989 -0.0064899999999999992 -0.088004999999999986 -0.053579999999999996 0.078435000000000019 0.090645000000000017 -0.014034999999999997 0.088235000000000022 0.053180000000000012 0.0061450000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 -5 6 -6 13 9 11 -11 12 -7 -8
right_child=-2 -3 3 4 5 8 7 -9 -10 10 -12 -13 -14 -15
leaf_value=-0.00059190860931440409 0.00067799721913569164 -0.00072744370402247414 0.00053625048673428346 -0.00068384406385635084 0.00047229152694381178 -0.00047489692190255212 -0.00053568826622750248 -0.00087927740976904902 0.00077465722355625998 -0.00094174747441730388 0.00020168917795047449 0.00079293646608098831 0.00027591842022541636 0.00012207557915828402
leaf_weight=0.0011671126336005406 0.0010182513203777178 0.0010122498893669887 0.0013123383320241709 0.0010703948815540829 0.00110691757193912 0.0010369356488820966 0.0011170426485658152 0.0013904236338529857 0.0011178863397153377 0.0010333986012123486 0.0017312539346857059 0.001747850346285329 0.0019801312506155591 0.0015312996731417713
leaf_count=752 127 121 215 88 190 187 199 292 188 273 110 97 151 131
internal_value=0 -4.82068e-05 -8.56213e-06 3.35272e-05 -1.08595e-05 4.13664e-05 -0.000215954 -0.000404584 0.000194485 0.00010835 -0.000225716 0.000302178 1.78707e-05 -0.000155362
internal_weight=0 0.0183552 0.017343 0.0161759 0.0148635 0.0137931 0.00514568 0.00403877 0.00864746 0.00752957 0.00276465 0.00476492 0.00301707 0.00264834
internal_count=3121 2994 2873 2121 1906 1818 812 622 1006 818 383 435 338 330
is_linear=0
shrinkage=0.00177594


Tree=2633
num_leaves=17
num_cat=0
split_feature=1213 147 11 403 15 52 52 13 3 0 42 2 3 1 4 0
split_gain=0.000487529 0.000205221 0.000218971 0.000151565 0.000240751 0.000159043 0.000157102 0.000145071 0.00019139 0.000162473 0.0002241 0.000221202 0.000220136 0.000146499 0.000501056 5.78368e-05
threshold=-1.0000000180025095e-35 0.089025000000000007 0.087830000000000005 0.03138500000000001 0.088235000000000022 0.25317500000000004 0.10347000000000002 -0.084034999999999985 0.16158000000000003 -0.019414999999999998 -1.0000000180025095e-35 0.11215000000000001 0.090900000000000009 0.086560000000000012 0.053180000000000012 -0.084044999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 5 -5 6 7 8 15 10 -9 12 13 -12 -15 -2
right_child=1 -3 -4 4 -6 -7 -8 9 -10 -11 11 -13 -14 14 -16 -17
leaf_value=-0.0012566541186514292 0.00033852231234609317 0.00085272782395561864 -0.00081746286199248946 -8.8663368227255546e-05 0.001162554287851643 -0.00071020399775241526 0.00056028681276890427 -0.00099873227853217064 -0.00026394793142065892 0.00044977889040907884 0.00028577605228526695 -0.00085448301317487163 0.00061669275210642787 -0.0013942629042362341 0.00026301917425926676 0.00095922400144512706
leaf_weight=0.0010237161434767548 0.0010234267106095773 0.0010336013266738558 0.0010386667057348245 0.0010772483299732903 0.0010241005903101064 0.0010275512999767334 0.0017537274421880336 0.001167270229530626 0.0012677761429688086 0.0013155575242064571 0.001367739807160713 0.0011579209564629035 0.0015777349540067043 0.0011105735218595869 0.0014180320648527756 0.001026591616699467
leaf_count=491 312 122 118 158 39 294 166 402 94 154 234 133 58 194 51 101
internal_value=0 5.16634e-05 6.55141e-06 5.59804e-05 0.000521122 -8.26511e-06 4.2578e-05 -3.04492e-05 0.000300367 -0.000150866 -0.000252181 -0.000120784 3.44137e-05 -0.000201367 -0.000464866 0.000649352
internal_weight=0 0.0193875 0.0183539 0.0173153 0.00210135 0.0152139 0.0141864 0.0124326 0.00331779 0.00911483 0.00779927 0.006632 0.00547408 0.00389635 0.00252861 0.00205002
internal_count=3121 2630 2508 2390 197 2193 1899 1733 507 1226 1072 670 537 479 245 413
is_linear=0
shrinkage=0.00184769


Tree=2634
num_leaves=11
num_cat=0
split_feature=1 3 12 52 3 0 4 12 15 15
split_gain=3.94236e-05 0.000108404 0.000123009 9.28952e-05 0.00012971 0.000159999 0.000220222 7.38419e-05 0.000156312 7.96332e-06
threshold=0.10752500000000002 0.11296500000000002 0.091200000000000017 0.11434500000000002 0.090900000000000009 -0.084269999999999984 0.053180000000000012 0.085885000000000017 0.088235000000000022 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 4 5 6 -1 -7 -9 -6
right_child=1 -3 -4 -5 9 7 -8 8 -10 -11
leaf_value=-0.0051325205664513171 0.0043391597568925638 -0.0011343986252439621 -8.5457571525757593e-05 -0.0029233959553666491 0.0030394676942534955 0.0028595303216226962 0.00057759568338796577 -0.00318909561559337 0.0022354797940514794 0.0017136272504259596
leaf_weight=0.0016602256285704461 0.0014182886532615241 0.0019920084533511344 0.0014435096540965642 0.0014201756875055404 0.0010046419766776005 0.0012904644469001478 0.0014325738267009988 0.001135143475699367 0.0012945680244779052 0.0010600008844194875
leaf_count=783 231 193 166 390 65 195 179 493 362 64
internal_value=0 0.000776935 0.00210735 -0.000389538 1.58096e-05 -0.000694215 -0.00248761 0.000796742 -0.000298842 0.00235877
internal_weight=0 0.00485381 0.0028618 0.0102978 0.00887762 0.00681298 0.0030928 0.00372018 0.00242971 0.00206464
internal_count=3121 590 397 2531 2141 2012 962 1050 855 129
is_linear=0
shrinkage=0.0106704


Tree=2635
num_leaves=15
num_cat=0
split_feature=403 147 403 52 133 42 12 47 15 2 12 1 1 16
split_gain=0.000188232 0.000152681 0.000156574 0.000197394 0.000166702 0.000187005 0.000172371 9.98748e-05 0.000139815 9.68631e-05 0.00020679 0.000256922 0.000202651 0.000165437
threshold=0.10301500000000001 0.088610000000000008 0.08332500000000001 0.19022000000000003 -0.0061299999999999992 0.088060000000000013 0.092355000000000007 0.09550500000000002 -0.10203999999999998 0.098035000000000011 0.084100000000000022 0.086560000000000012 0.11181500000000001 0.15273500000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 7 -7 9 -9 10 11 -6 13 -11
right_child=-2 -3 -4 -5 5 6 -8 8 -10 12 -12 -13 -14 -15
leaf_value=-0.00060622782429713682 -0.00071067861206017952 0.00066025499435892786 0.00059689548240851511 -0.0007005041370715091 0.00053363029357621488 0.00073113469629121396 -0.00010735894816303554 0.00072892062539715472 -0.00015020501822874446 0.00069424162978154891 -0.00078632488721605293 -0.00042950887048761043 -0.00048429457591202561 -0.00016912036186903098
leaf_weight=0.0011581287020176996 0.0010148932158100281 0.0010159661487676224 0.0011215367478237459 0.0012075614598622405 0.0012928634299474912 0.0018901482396607647 0.0010783637172767828 0.0010047638341801335 0.0010219930128877184 0.0015147502368940691 0.0015588450288727142 0.0019390323513493284 0.0012379557698026442 0.0010541765268741662
leaf_count=554 202 125 109 335 176 281 290 73 57 114 427 137 102 139
internal_value=0 2.99742e-05 -7.51636e-06 -4.99932e-05 3.25952e-06 5.51885e-05 0.000426537 -4.85685e-05 0.000285621 -0.000127349 -0.000285693 -4.42219e-05 7.19183e-05 0.000339955
internal_weight=0 0.0180961 0.0170801 0.0159586 0.014751 0.0135929 0.00296851 0.0106244 0.00202676 0.00859762 0.00479074 0.0032319 0.00380688 0.00256893
internal_count=3121 2919 2794 2685 2350 1796 571 1225 130 1095 740 313 355 253
is_linear=0
shrinkage=0.00167351


Tree=2636
num_leaves=18
num_cat=0
split_feature=1213 403 15 124 123 42 48 457 3 160 484 133 52 4 2 15 47
split_gain=0.000502892 0.000165587 0.000244734 0.000176293 0.000271645 0.000438949 0.00024634 0.000277119 0.000252772 0.000213093 0.000369413 0.000233023 0.000350593 0.000380138 0.000420947 0.00013566 0.000104621
threshold=-1.0000000180025095e-35 0.03138500000000001 0.088235000000000022 0.0049200000000000008 1.0000000180025095e-35 -1.0000000180025095e-35 0.12649500000000002 0.080930000000000016 0.090900000000000009 -1.0000000180025095e-35 0.08660000000000001 0.093255000000000018 0.077655000000000016 0.053180000000000012 0.090545000000000014 -0.055554999999999993 0.09585500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 4 5 -2 7 9 -9 10 -7 12 13 14 -11 16 -15
right_child=1 2 -4 -5 -6 6 -8 8 -10 11 -12 -13 -14 15 -16 -17 -18
leaf_value=-0.0010956303936611933 -0.00098247737714223004 -4.9973211373708512e-05 0.0010208886066589984 0.00065532690986146549 0.00069022581417549724 -0.0010376907919386988 -0.00073049892616288694 1.1869764922927437e-05 0.0011213901520528218 -0.0013378051594521284 0.00023639290900752012 -0.00066663654394474641 0.00075448507793535093 0.00041818188070548326 8.7632138360689067e-05 0.00077542168438895609 -0.00030288638112260189
leaf_weight=0.0011060320468161159 0.0014121580582650171 0.0012198000920942411 0.0010859427073620642 0.0010050074765298343 0.0012324233360014201 0.0014174125778508547 0.001216839952580818 0.001096827080767194 0.0011142375267410021 0.0010389865296366041 0.001078874875302685 0.0010475472594606607 0.0019655885806084683 0.0011120389703867667 0.0012038671870581164 0.0010950620463333061 0.0010560340069645235
leaf_count=491 482 171 39 67 216 459 68 91 63 184 152 195 97 63 207 39 37
internal_value=0 4.02895e-05 0.000454374 -1.2481e-05 -5.17574e-05 -0.000109431 -2.40708e-05 4.09208e-05 0.000570998 -6.54789e-05 -0.000487042 5.80483e-05 0.000159652 -5.26977e-05 -0.000572692 0.00030471 6.6961e-05
internal_weight=0 0.0203986 0.00230574 0.0180929 0.0170879 0.0158555 0.0144433 0.0132265 0.00221106 0.0110154 0.00249629 0.00851912 0.00747158 0.00550599 0.00224285 0.00326314 0.00216807
internal_count=3121 2630 210 2420 2353 2137 1655 1587 154 1433 611 822 627 530 391 139 100
is_linear=0
shrinkage=0.0016407


Tree=2637
num_leaves=12
num_cat=0
split_feature=42 14 15 15 457 12 403 160 13 1 12
split_gain=4.28773e-05 7.04399e-05 0.000121033 0.000102951 9.54817e-05 0.000108238 0.000106834 0.000135098 0.000145799 0.000156227 8.17968e-05
threshold=0.10256000000000001 -0.10708499999999999 -0.10653 -0.095869999999999983 0.087995000000000004 -0.015429999999999998 0.03138500000000001 -1.0000000180025095e-35 -0.061684999999999997 0.086560000000000012 0.095565000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 5 -5 7 -7 10 -10 -9
right_child=-2 2 3 4 -6 6 -8 8 9 -11 -12
leaf_value=-0.0031387712375615228 -0.0023686297967496451 0.0038358859929636113 -0.0038218833629361255 0.0038627331088643426 0.0037262888888728077 -0.0051886336843399196 0.0026404985590077418 0.004222675176603922 0.0009073002068284967 -0.006141136729236614 -0.00083223631120546697
leaf_weight=0.0010693987137785138 0.0013035807269309923 0.0017030847900935597 0.0011774208205256953 0.0010908828861631338 0.0013707799680597902 0.0013885213590158086 0.0014210358418186332 0.0013172924895352035 0.0010941100432303105 0.001215851372301454 0.0010563487599766497
leaf_count=112 346 348 99 146 137 605 225 402 381 250 70
internal_value=0 0.000198137 0.000476158 -3.78357e-05 0.000409728 -0.000119891 -0.000699697 -0.00148139 -0.000382325 -0.00280265 0.00197307
internal_weight=0 0.0139047 0.0128353 0.0111322 0.00995482 0.00858404 0.00749316 0.00607212 0.0046836 0.00230996 0.00237364
internal_count=3121 2775 2663 2315 2216 2079 1933 1708 1103 631 472
is_linear=0
shrinkage=0.0135326


Tree=2638
num_leaves=11
num_cat=0
split_feature=1 16 43 15 147 15 12 3 1 1
split_gain=4.98058e-05 8.98675e-05 0.000164652 7.00567e-05 6.77839e-05 0.000100313 0.000106076 0.000138448 0.00017553 7.02965e-05
threshold=0.077565000000000009 0.19444000000000003 -0.088704999999999992 0.083935000000000023 1.0000000180025095e-35 0.035560000000000008 0.09334000000000002 0.10893000000000001 0.099195000000000019 0.089175000000000018
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 5 6 7 8 9 -2
right_child=4 -3 3 -5 -6 -7 -8 -9 -10 -11
leaf_value=-0.0067601185928065615 0.003096735079267816 0.0017685280216981124 -0.0029319177581094975 0.0017681875379603072 0.0036724135426753663 -0.003268558936777102 -0.0027969813002820835 -0.0017031441359783956 0.0061552552422326429 -0.0014462632829239847
leaf_weight=0.0011016185309143979 0.0011604434165412934 0.0014310520024729944 0.0010926154551884532 0.0013517670912085293 0.0011616838411021889 0.0013977731901675186 0.0013209030652274467 0.0018137436481339177 0.0017935346271969205 0.0014723203615010505
leaf_count=303 134 196 559 578 139 371 210 180 307 144
internal_value=0 -0.00115118 -0.00232948 -0.000332714 0.00053533 0.000128542 0.000756556 0.00150878 0.00282491 0.000556154
internal_weight=0 0.00497705 0.003546 0.00244438 0.0101204 0.00895872 0.00756095 0.00624004 0.0044263 0.00263276
internal_count=3121 1636 1440 1137 1485 1346 975 765 585 278
is_linear=0
shrinkage=0.0138033


Tree=2639
num_leaves=11
num_cat=0
split_feature=42 43 40 4 0 47 4 16 15 2
split_gain=4.9603e-05 8.44548e-05 0.000178787 9.36986e-05 0.000140383 0.000108299 7.86856e-05 0.000168585 0.000162251 0.000101364
threshold=-0.11051499999999999 0.16180500000000003 -0.013874999999999998 -0.27825499999999997 -0.060129999999999996 0.096300000000000011 0.0061450000000000003 -0.078844999999999985 -0.10324499999999999 0.091185000000000002
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 5 6 7 -5 -8 -10
right_child=1 -3 3 4 -6 -7 8 -9 9 -11
leaf_value=-0.0028382607191086316 0.0051930439694931963 -0.0031554015038597529 -0.0029323598576439743 0.001629882557396597 0.0041018943566345084 -0.0040489733211874542 -0.0021323383784760544 -0.0042571274225050677 0.0067547517748788406 0.0012846771258932757
leaf_weight=0.0010227817476957607 0.0012882539905780298 0.0012139883228920326 0.0016622973630925362 0.0018790036050788282 0.0015758469233876889 0.0011230853618619668 0.0012531385127799409 0.0015730541808343203 0.0010870588557046722 0.0013208088292545328
leaf_count=181 281 202 212 587 223 186 134 867 82 166
internal_value=0 0.000188521 0.000506599 -1.95625e-05 0.000473908 -0.000220245 0.000384275 -0.00105275 0.00173928 0.0037542
internal_weight=0 0.0139765 0.0127625 0.0114743 0.009812 0.00823615 0.00711306 0.00345206 0.00366101 0.00240787
internal_count=3121 2940 2738 2457 2245 2022 1836 1454 382 248
is_linear=0
shrinkage=0.0132673


Tree=2640
num_leaves=12
num_cat=0
split_feature=474 160 133 42 42 0 4 4 1 16 0
split_gain=4.41728e-05 9.09535e-05 0.000167569 9.36481e-05 0.000165843 9.35363e-05 6.51629e-05 0.00015027 0.000102754 0.000105435 0.000160417
threshold=0.084660000000000027 -1.0000000180025095e-35 -1.0000000180025095e-35 0.088060000000000013 0.094365000000000018 -0.072269999999999987 0.24564500000000003 0.063160000000000008 0.104035 -0.056919999999999991 -0.10224499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 -3 6 -5 -1 7 8 9 10 -4
right_child=-2 2 3 4 -6 -7 -8 -9 -10 -11 -12
leaf_value=-0.0045121955510408415 0.0019821460852507025 -0.0028810919224551549 -0.0018945701329380251 0.0059781008385765347 0.00022224445178237163 6.4772946065198427e-05 0.0022964158300935742 -0.0041555571325642918 0.0035367214098740766 -0.0023626780870341477 0.0039686116082413431
leaf_weight=0.0010765235230851063 0.0012080954072314189 0.0017798966404823967 0.0010425388088050047 0.0010082010366897318 0.0014398064688811271 0.0010397743298492389 0.0013479267723651217 0.0010208217951930554 0.001005415989304842 0.0017428821191263853 0.0011766499409873194
leaf_count=579 344 707 54 142 317 157 161 54 145 282 179
internal_value=0 -0.000188973 0.000190667 0.000749465 0.00259277 -0.00226345 0.000134378 -0.000352282 0.000429294 -0.000359248 0.00121418
internal_weight=0 0.0136804 0.0115641 0.00978424 0.00244801 0.0021163 0.00733624 0.00598831 0.00496749 0.00396207 0.00221919
internal_count=3121 2777 2041 1334 459 736 875 714 660 515 233
is_linear=0
shrinkage=0.0108838


Tree=2641
num_leaves=11
num_cat=0
split_feature=1 47 52 12 43 52 160 16 52 13
split_gain=4.38942e-05 8.27754e-05 8.32092e-05 8.53337e-05 0.000103566 0.000111429 0.000131492 0.000122987 0.000136317 7.13651e-05
threshold=0.12500000000000003 0.10621500000000002 -0.12005499999999998 0.10124000000000001 -0.17390999999999998 0.090645000000000017 0.086075000000000013 -0.082404999999999992 -0.013374999999999998 -0.014169999999999999
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 -4 6 7 9 -9 -6
right_child=-2 -3 3 -5 5 -7 -8 8 -10 -11
leaf_value=-0.0036620537221715801 0.0018870558299140044 -0.0039316479400749726 0.0048789150986606926 -0.0031091081744997642 0.00164615392126168 -0.0027803754182132707 -0.0030567848877651998 0.0030476186948960255 -0.003094195807038797 0.0061662687766679851
leaf_weight=0.0010581335235274299 0.0020000666438091197 0.0011001174394061211 0.0010694003066968891 0.0011759836418645054 0.0012070707351327595 0.0017500218651892475 0.0011724692037626012 0.0013825027981467274 0.0013716509275184027 0.0014833223300718306
leaf_count=447 279 152 81 247 296 510 184 271 433 221
internal_value=0 -0.000312113 2.90801e-05 0.000397112 0.000834063 0.000317086 0.00113628 0.00203925 -1.11886e-05 0.00413828
internal_weight=0 0.0127707 0.0116706 0.0106124 0.00943644 0.00836704 0.00661702 0.00544455 0.00275415 0.00269039
internal_count=3121 2842 2690 2243 1996 1915 1405 1221 704 517
is_linear=0
shrinkage=0.0138033


Tree=2642
num_leaves=14
num_cat=0
split_feature=0 1 2 3 1374 457 2 1 47 15 16 15 16
split_gain=0.000176673 0.00015242 0.000199083 0.000247707 0.000112539 0.00025208 0.000142861 0.000177669 0.000183017 0.000277252 0.000105789 9.56932e-05 8.8332e-05
threshold=0.18019500000000002 0.077565000000000009 0.10613000000000002 -0.084074999999999997 -0.08070999999999999 0.045365000000000009 0.12198500000000001 0.13075500000000004 0.09585500000000001 1.0000000180025095e-35 -0.10850999999999998 0.083935000000000023 -0.014034999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -3 6 7 8 9 10 -6 -5 -12
right_child=-2 4 -4 11 5 -7 -8 -9 -10 -11 12 -13 -14
leaf_value=-0.00069129942850397236 0.00067368949608696751 -0.00053997164414486016 -0.0010444937704187723 -0.00012534269962587941 0.00070440805948639715 0.00083670124527621234 0.00047038136831020001 0.0005513813017849527 -0.00074566678797588991 -0.0006239615775769661 -0.0002616438596193876 0.00056594010728153383 0.00033540386931958438
leaf_weight=0.0017013765560038394 0.0011330227198457976 0.0010067302511558305 0.0010115456386579902 0.001418488160477926 0.001042131050013803 0.00132271080993246 0.001763036942373627 0.0012134300420795774 0.0015737112270226561 0.0019331347515042091 0.0016029055650549932 0.0012241771767098342 0.0016502908712764369
leaf_count=653 36 31 242 417 86 156 222 87 163 366 107 300 255
internal_value=0 -6.32424e-05 -0.00032073 -0.000152196 4.19599e-05 9.03717e-05 -1.21486e-06 -9.34374e-05 -0.000193723 -5.42658e-05 0.000202129 0.000194884 4.12282e-05
internal_weight=0 0.0184637 0.00535559 0.00434404 0.0131081 0.0121014 0.0107786 0.0090156 0.00780217 0.00622846 0.00429533 0.00264267 0.0032532
internal_count=3121 3085 1612 1370 1473 1442 1286 1064 977 814 448 717 362
is_linear=0
shrinkage=0.00181146


Tree=2643
num_leaves=17
num_cat=0
split_feature=1213 453 11 4 0 403 160 3 47 16 13 49 3 2 3 52
split_gain=0.000645633 0.000218971 0.000182859 0.000364545 0.000167458 0.000343535 0.000184866 0.0002217 0.000168847 0.000256929 0.000246976 0.000227385 0.000283725 0.000187931 0.000108426 8.60435e-05
threshold=-1.0000000180025095e-35 1.0000000180025095e-35 0.088215000000000002 0.27287000000000006 0.18019500000000002 0.03138500000000001 -1.0000000180025095e-35 -0.0049599999999999991 0.09550500000000002 0.26676500000000009 -0.073839999999999975 -0.081404999999999991 -0.013929999999999998 0.10097500000000002 -1.0000000180025095e-35 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 6 7 -2 9 10 13 -12 -13 -8 -10 -14
right_child=1 -3 -4 -5 -6 -7 8 -9 14 -11 11 12 15 -15 -16 -17
leaf_value=-0.0013632004351996055 -0.0011834753575708 -0.00076004962798171594 -0.00063864389297463742 0.00096192233984408867 0.00074362395648865326 0.00072404779626719293 0.00079818923260353955 -5.9938638643232063e-05 -1.0161104342796694e-05 -0.00097277019186676344 0.00044546786121113068 -0.0013209295262217727 -0.00057622055194574899 -0.000171894305829938 0.00078782363530821239 0.00012557397826197747
leaf_weight=0.0011666199797628054 0.0010838311417531912 0.001078176675811642 0.0010921388184578209 0.0016718206156985374 0.0011277418930697438 0.0019808913519434217 0.0017765279847845473 0.0013419731620269966 0.0010322717848841312 0.0010544424093210658 0.0011615261516636499 0.0010149814467474484 0.0010069480117971263 0.0011063474035268861 0.0013306154765673197 0.0014629436077351443
leaf_count=491 608 79 112 296 23 171 258 113 87 188 70 419 43 78 38 47
internal_value=0 5.02405e-05 9.5636e-05 0.000139813 5.64188e-05 5.94175e-06 -0.000100433 -0.000561926 1.83518e-06 -0.000118563 1.06488e-06 -0.000262529 -0.000498508 0.000425905 0.000439209 -0.00016054
internal_weight=0 0.0203232 0.019245 0.0181529 0.016481 0.0153533 0.0133724 0.0024258 0.0109466 0.00858372 0.00752927 0.0046464 0.00348487 0.00288288 0.00236289 0.00246989
internal_count=3121 2630 2551 2439 2143 2120 1949 721 1228 1103 915 579 509 336 125 90
is_linear=0
shrinkage=0.00184769


Tree=2644
num_leaves=17
num_cat=0
split_feature=1213 1374 457 11 48 52 1 376 403 0 0 13 15 0 0 4
split_gain=0.000498151 0.000183315 0.000189001 0.000228701 0.000163703 0.000150169 0.000204561 0.000171002 0.000215464 0.000214633 0.000253359 0.000214881 0.000126623 0.000258971 0.000252144 7.95793e-05
threshold=-1.0000000180025095e-35 -0.08070999999999999 0.092360000000000012 0.087830000000000005 -0.086869999999999989 -0.40306999999999998 0.13842500000000005 1.0000000180025095e-35 0.03138500000000001 -0.10096999999999999 -0.060129999999999996 -0.075129999999999988 -0.10324499999999999 -0.15350499999999997 -0.13455999999999999 -0.27825499999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 -3 -6 7 8 9 12 11 -11 13 -7 -14 -12
right_child=1 2 -4 -5 5 6 -8 -9 -10 10 15 -13 14 -15 -16 -17
leaf_value=-0.0011495484560305929 -0.00063402030809102839 -0.00054172871187229679 0.00080830947995010538 -0.00071733250737345108 -0.00046841930541452795 0.00049849164930509146 0.00093137606003875959 0.00078498655889212442 0.00060010545941707662 -0.00022271829727202224 -0.00019264563872291928 -0.0012979744112610694 -9.2177158817461693e-06 -0.00059843478520196184 0.00096261903751185599 0.00042395939925071079
leaf_weight=0.0010660093493918823 0.0010832414229184897 0.001092423821884121 0.0010050204699254542 0.0010706279565088064 0.0010908400111421654 0.001179998963500177 0.001004563041930963 0.0010759041963775235 0.0019206250509026463 0.0011743562165798848 0.0013807254491862153 0.0010049769859896973 0.0017240634237840613 0.001338466902602975 0.0014174383494470876 0.0010924003663834074
leaf_count=491 58 66 89 118 250 60 121 128 153 544 93 568 124 78 61 119
internal_value=0 4.85628e-05 8.83746e-05 4.71876e-05 9.68043e-05 0.000142087 0.000188614 0.00013255 7.51677e-05 -2.25986e-05 -0.000294219 -0.000718562 0.000200672 -8.44822e-05 0.000429273 7.9714e-05
internal_weight=0 0.0196557 0.0185724 0.0175674 0.0164968 0.0154044 0.0143135 0.013309 0.0122331 0.0103124 0.00465246 0.00217933 0.00565997 0.00251847 0.0031415 0.00247313
internal_count=3121 2630 2572 2483 2365 2299 2049 1928 1800 1647 1324 1112 323 138 185 212
is_linear=0
shrinkage=0.00170698


Tree=2645
num_leaves=18
num_cat=0
split_feature=1213 453 16 1374 151 484 160 43 50 43 3 130 47 16 16 43 16
split_gain=0.000427366 0.000184607 0.000230648 0.00016795 0.000197687 0.000174037 0.00017418 0.000310367 0.000307655 0.000264478 0.000202334 0.000286576 0.000183594 0.000220201 0.000419207 0.000125902 0.000106256
threshold=-1.0000000180025095e-35 1.0000000180025095e-35 -0.48836499999999994 -0.08070999999999999 -0.086944999999999981 -1.0000000180025095e-35 -0.098904999999999979 0.18116500000000002 0.088280000000000011 0.016310000000000002 0.10893000000000001 -1.0000000180025095e-35 0.09550500000000002 -0.0057949999999999989 -0.083134999999999987 -0.088004999999999986 -0.5315899999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 16 -4 -5 -6 -7 8 9 10 11 -8 13 14 -13 -15 -2
right_child=1 -3 3 4 5 6 7 -9 -10 -11 -12 12 -14 15 -16 -17 -18
leaf_value=-0.0011573390793478563 0.00020734520275589421 -0.00072586345323777932 -0.00072480213830764494 0.00078356447605379854 -0.00072221475668052303 -0.00068729538983799434 -0.00076192624149186883 -0.00083928447802766892 0.001105639630703826 0.00090891132066694307 -0.00060841657055003362 0.00052825617294656208 0.00083169566072815396 0.00088574219864735726 -0.0010542963593051006 4.7662614004210579e-05 0.00099792129718731916
leaf_weight=0.0010682624076892291 0.0010918192540582301 0.0010140755193205333 0.0010059826629427162 0.0011730221134698135 0.0010699450779446647 0.0010054789877241991 0.0010758901875609255 0.0010687170395413679 0.0011558476379803792 0.0012131557502099719 0.001588590626523799 0.0010673516618068062 0.001509518114044095 0.0012557548607538007 0.0012299097127179384 0.00119365587945798 0.0012390672774025098
leaf_count=491 119 79 55 176 429 272 151 132 158 103 93 144 50 93 182 272 122
internal_value=0 4.21964e-05 8.33115e-05 6.94359e-06 5.41103e-05 -5.1717e-06 5.22366e-05 0.000112405 0.000202495 9.94837e-05 -1.05934e-05 0.000118933 0.000270416 9.19199e-05 -0.000319012 0.000477326 0.000627605
internal_weight=0 0.0199578 0.0189437 0.0166128 0.0156068 0.0144338 0.0133639 0.0123584 0.0112897 0.0101338 0.00892067 0.00733208 0.00625619 0.00474667 0.00229726 0.00244941 0.00233089
internal_count=3121 2630 2551 2310 2255 2079 1650 1378 1246 1088 985 892 741 691 326 365 241
is_linear=0
shrinkage=0.00184769


Tree=2646
num_leaves=13
num_cat=0
split_feature=133 3 50 3 48 2 4 48 43 0 43 43
split_gain=4.26801e-05 0.000106817 7.9455e-05 9.07439e-05 7.34237e-05 8.94142e-05 0.000155369 6.35473e-05 9.1823e-05 6.51409e-05 6.08902e-05 1.93771e-05
threshold=0.10622000000000002 0.16158000000000003 0.07826000000000001 -0.15447499999999995 0.11280000000000003 0.088475000000000012 0.053180000000000012 0.091220000000000009 1.0000000180025095e-35 -0.14649999999999996 -0.075574999999999989 -0.008069999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 6 11 8 9 -7 -8 -5
right_child=-2 -3 -4 4 -6 7 10 -9 -10 -11 -12 -13
leaf_value=0.0032231963650285072 -0.002064426191803716 0.0034500069454643087 -0.0026211614781833435 -0.0021307895732508874 -0.002888145309457385 0.0011507839928872866 -0.00097819428278587105 0.0034543739442642299 0.0028945799160190618 -0.0021700480429526093 0.002645775169298478 -0.0042673440063269261
leaf_weight=0.0010453950607983631 0.0011164635293330312 0.0010707708082012936 0.001354515965555486 0.0010024179598278446 0.001037329628842028 0.0013215905251345132 0.0010175500225439653 0.0010903791477772651 0.0012962362329662254 0.0014870149562338404 0.0011932632907994275 0.0010089311121915163
leaf_count=160 435 149 474 526 75 112 75 100 173 463 78 301
internal_value=0 0.000147233 -0.000127884 0.000165782 -0.000139937 0.000162779 -0.00101362 0.00111884 0.000498443 -0.000607429 0.000977805 -0.00320253
internal_weight=0 0.0139254 0.0128546 0.0115001 0.0104547 0.00941738 0.00422216 0.00519522 0.00410484 0.00280861 0.00221081 0.00201135
internal_count=3121 2686 2537 2063 1903 1828 980 848 748 575 153 827
is_linear=0
shrinkage=0.0108838


Tree=2647
num_leaves=12
num_cat=0
split_feature=1 0 15 4 151 150 151 16 51 4 1
split_gain=4.30677e-05 0.000104785 0.000118412 8.76842e-05 6.72235e-05 0.000118526 0.000118388 9.8008e-05 0.000154508 6.00459e-05 4.41935e-05
threshold=0.077565000000000009 -0.059114999999999994 0.088235000000000022 -0.49405499999999997 0.043560000000000008 0.081835000000000019 -0.059889999999999992 -0.056919999999999991 -0.063174999999999995 0.24564500000000003 0.09253500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -3 5 6 -2 9 -9 10 -8
right_child=4 3 -4 -5 -6 -7 7 8 -10 -11 -12
leaf_value=-0.0067305051695306598 -0.0041609315858032814 -0.0023443955702272521 -0.00031895511267019164 0.0030994319659829743 -0.0029418438242645038 0.0045073216018587901 0.0030385629805147088 0.0016888410368351885 -0.0050945972348532646 0.0050134122383704346 -0.0011020771406283279
leaf_weight=0.0011028937956075718 0.0011110493815413855 0.0010199464742817188 0.0012876526869783356 0.0015189753650562922 0.0010369541827690227 0.0015679447706166312 0.0011284005787784738 0.0017296645838398069 0.0011548621066259663 0.0012891914677607801 0.0010051424790266938
leaf_count=1104 110 35 356 141 106 229 216 252 246 185 141
internal_value=0 -0.00111917 -0.00327696 0.000912514 0.000520339 0.000919852 0.000161599 0.00092303 -0.00102701 0.00256643 0.00108785
internal_weight=0 0.00492947 0.00239055 0.00253892 0.0100232 0.00898626 0.00741831 0.00630726 0.00288453 0.00342273 0.00213354
internal_count=3121 1636 1460 176 1485 1379 1150 1040 498 542 357
is_linear=0
shrinkage=0.0143609


Tree=2648
num_leaves=11
num_cat=0
split_feature=474 160 133 151 4 42 13 4 0 0
split_gain=4.12236e-05 8.43616e-05 0.000157006 8.64477e-05 0.000162039 0.0001099 0.000104457 8.07868e-05 7.94011e-05 1.19663e-05
threshold=0.084660000000000027 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.0083949999999999979 0.24564500000000003 0.083995000000000014 0.021350000000000004 -0.053309999999999989 -0.072269999999999987 -0.14051499999999997
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 8 -3 -4 5 6 7 -5 -1 -9
right_child=-2 2 3 4 -6 -7 -8 9 -10 -11
leaf_value=-0.0050152450981021677 0.0022237428159295868 -0.0032764235667405621 -0.0015934531647872339 0.0026952423788324967 0.0058671802011026368 0.0033863820154386602 -0.0038447947496358763 -9.6143363799536236e-05 -6.00823008614383e-05 -0.0020224994638503172
leaf_weight=0.001064011605871721 0.0012255209887689503 0.001776174391779811 0.001901811157997038 0.0017495416995662767 0.0011464181521226207 0.0017879202227232332 0.0010629229165208913 0.0011005965807726614 0.0010397310704537794 0.0010016091193966719
leaf_count=579 344 707 270 169 169 375 183 55 157 113
internal_value=0 -0.000217943 0.000210638 0.000845829 0.00143687 0.0006791 -0.000305789 0.000670831 -0.00256626 -0.00101397
internal_weight=0 0.0136307 0.011527 0.00975082 0.00784901 0.00670259 0.00491467 0.00385175 0.00210374 0.00210221
internal_count=3121 2777 2041 1334 1064 895 520 337 736 168
is_linear=0
shrinkage=0.0127521


Tree=2649
num_leaves=16
num_cat=0
split_feature=1213 48 4 13 132 12 1 52 47 0 42 39 49 4 1
split_gain=0.000410195 0.000137954 0.000134049 0.000218319 0.00015246 0.000177036 0.000440506 0.000194582 0.000140163 0.000158956 0.000145304 0.000135964 0.000181051 6.23956e-05 3.69133e-05
threshold=-1.0000000180025095e-35 -0.086869999999999989 -0.51843499999999987 -0.39067499999999994 0.079970000000000013 0.092355000000000007 0.11588000000000001 -0.0027449999999999996 0.091210000000000013 -0.15202999999999997 0.08623500000000002 0.0046100000000000004 -1.0000000180025095e-35 -0.0016099999999999997 0.10587000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 -4 5 7 -7 11 9 -9 -11 12 13 -5 -10
right_child=1 2 3 4 -6 6 -8 8 14 10 -12 -13 -14 -15 -16
leaf_value=-0.0011136161877893145 -0.00057384472797546756 -0.00050545080972444045 0.0007737491663815869 0.00025842976472782383 0.0006336506971529746 -0.0010741652707244506 0.00036500507789652284 0.0010834103380269317 -0.00030089789199159208 -6.3550214665828258e-05 0.00071108001820020567 0.00037601149979617823 -0.00090822386540018933 -0.00035700009188426648 0.00017494776286370515
leaf_weight=0.0010019251565224754 0.0010425568673313968 0.0011101834045441619 0.0015171796952570789 0.0010710098257242506 0.0013535141198101367 0.0014288014863489519 0.0012643889204983494 0.0010888374372000189 0.0010431042754743824 0.00165579369225855 0.001417622164258614 0.0010580046633203964 0.0011919667007288066 0.0010091607428542176 0.0010139937218906891
leaf_count=491 77 60 132 171 239 560 101 76 62 346 238 135 347 40 46
internal_value=0 5.34686e-05 9.14405e-05 0.000132565 6.59183e-05 7.89127e-06 -0.000398509 0.000111642 0.000312895 0.000500324 0.00029375 -0.000177417 -0.000356361 -4.0136e-05 -6.6342e-05
internal_weight=0 0.0182661 0.0172236 0.0161134 0.0145962 0.0132427 0.00269319 0.0105495 0.00621935 0.00416225 0.00307342 0.00433014 0.00327214 0.00208017 0.0020571
internal_count=3121 2630 2553 2493 2361 2122 661 1461 768 660 584 693 558 211 108
is_linear=0
shrinkage=0.00177594


Tree=2650
num_leaves=16
num_cat=0
split_feature=0 147 12 403 3 2 133 52 16 1 1 13 151 16 16
split_gain=0.000181205 0.000169572 0.000187979 0.000131405 0.000167795 0.000420207 0.000240738 0.000179454 0.000160864 0.000130683 0.000126165 0.000112576 0.000195422 0.000118537 0.000170158
threshold=0.18019500000000002 0.088610000000000008 0.10866500000000003 0.03138500000000001 -0.077774999999999983 0.083995000000000014 0.085075000000000026 0.084960000000000022 -0.45661999999999997 0.080270000000000022 1.0000000180025095e-35 -0.059629999999999996 -0.024429999999999997 0.033715000000000009 -0.074319999999999983
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 -1 8 9 -6 -7 -5 -10 -13 14 -14
right_child=-2 -3 -4 10 6 7 -8 -9 11 -11 -12 12 13 -15 -16
leaf_value=-0.0013295499551128501 0.00069441465544484453 0.00064860488892616911 -0.00073149044379727086 -4.0289702336597388e-05 -0.0006654736497933285 -0.00019106221564672466 0.00077900413357683029 -0.0006427081068173246 0.00037828371462121326 0.00068670514797363987 0.00080253078068587757 0.00057969812202303655 -0.00058220312566609168 -0.00068968652114130655 0.00028116347638141898
leaf_weight=0.0010693434446557935 0.0010629737875734241 0.0010090040151923821 0.0012662535792230109 0.0011193384358869308 0.0011879166993438162 0.0010579876122165871 0.0011456963724342439 0.0010729820277392346 0.0019917676275206823 0.0010003575102824069 0.0010374807980868539 0.0010127885116003607 0.0011651066421305327 0.0013846694523646369 0.0017042879430380102
leaf_count=425 36 122 232 227 76 518 259 397 264 141 102 44 81 110 87
internal_value=0 -4.5127e-05 -8.57857e-05 -3.45229e-05 -9.70168e-05 -0.000387212 3.00667e-05 -6.54052e-05 -7.15199e-05 0.000235533 0.000365127 2.56842e-05 -0.000107659 -0.000271301 -6.94032e-05
internal_weight=0 0.018225 0.017216 0.0159497 0.0137929 0.00420067 0.00959223 0.00313133 0.00844654 0.00205835 0.00215682 0.00725862 0.00526685 0.00425406 0.00286939
internal_count=3121 3085 2963 2731 2402 1481 921 1056 662 659 329 586 322 278 168
is_linear=0
shrinkage=0.00174112


Tree=2651
num_leaves=17
num_cat=0
split_feature=1213 133 403 123 12 16 52 133 160 159 150 47 1 4 52 0
split_gain=0.000519212 0.000165976 0.00018818 0.000172833 0.000159224 0.000294857 0.00015951 0.000187936 0.000137637 0.000168025 0.000134207 0.000248592 0.000170776 0.00022343 0.000125727 0.000146346
threshold=-1.0000000180025095e-35 -0.085499999999999979 0.08332500000000001 1.0000000180025095e-35 -0.029094999999999999 0.41553500000000004 -0.089199999999999988 0.10622000000000002 0.10070500000000002 -0.032739999999999991 -1.0000000180025095e-35 0.09550500000000002 0.087505000000000013 0.19806500000000002 0.096795000000000006 -0.090644999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 -3 6 -6 8 9 -8 -11 12 14 -14 15 -12
right_child=1 3 -4 -5 5 -7 7 -9 -10 10 11 -13 13 -15 -16 -17
leaf_value=-0.0012056921148216495 -1.2297113443484689e-05 -0.00065132517179919143 0.0010073424273564033 0.00059191104159636197 -0.00060094345642927442 0.00085264258824073425 -0.00051471696281015942 -0.00070718882780715082 -0.0005177252009108675 -0.00037724749270130607 0.00061519911087411271 0.00095012158210894368 -0.00052767796094778093 0.0003855049620096474 0.00084502649533424424 -0.00029912857563829892
leaf_weight=0.0010177586120954782 0.001055604318904447 0.0012207422284259426 0.0010539880633134071 0.0012847274075976 0.0015088878038700239 0.0010709385092508147 0.0010923428143316148 0.001036451547057172 0.0011072372884548829 0.0010518818881568052 0.0010056959383890501 0.0013111181263415483 0.0018616038993219119 0.0013445635535424966 0.0012150180158050153 0.0010350262519729756
leaf_count=491 248 111 109 243 345 174 260 304 79 69 52 65 152 118 82 219
internal_value=0 4.53231e-05 0.000497132 -1.02654e-05 -5.90396e-05 -9.65505e-06 -7.77081e-05 -1.22485e-05 5.30853e-05 0.000116815 0.000194986 0.000272423 0.000134918 -0.000144718 0.000410297 0.000151465
internal_weight=0 0.0192558 0.00210959 0.0171462 0.0158615 0.0146408 0.0135698 0.0120609 0.0110245 0.00991725 0.00882491 0.00777303 0.00646191 0.00320617 0.00325574 0.00204072
internal_count=3121 2630 357 2273 2030 1919 1745 1400 1096 1017 757 688 623 270 353 271
is_linear=0
shrinkage=0.00170698


Tree=2652
num_leaves=17
num_cat=0
split_feature=1213 124 147 403 42 52 15 43 16 0 52 49 151 1 2 52
split_gain=0.000424422 0.000231254 0.000176714 0.000186043 0.00028074 0.000261567 0.000253081 0.000234359 0.000245085 0.000246404 0.000269826 0.000196626 0.000225171 0.000188614 0.000244416 0.000181865
threshold=-1.0000000180025095e-35 0.08919500000000001 0.089025000000000007 0.03138500000000001 -1.0000000180025095e-35 0.19022000000000003 0.088235000000000022 -0.14968999999999996 0.15891500000000003 -0.076234999999999983 0.0031350000000000002 -0.081404999999999991 -0.044604999999999992 0.11181500000000001 0.090545000000000014 -0.23375999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 7 -5 -6 9 10 11 -9 -13 14 -14 -10
right_child=1 -3 -4 6 5 -7 -8 8 15 -11 -12 12 13 -15 -16 -17
leaf_value=-0.0011327159127807532 -0.00080224468612946588 0.00087738294953740347 0.00071164495872758863 -0.0001411845035358138 0.00078843883573537178 -0.00089461032184073321 0.0010915802369181645 0.00050852071164482211 -1.8957834094955181e-05 0.00070924645547945501 0.00074536971345736693 -0.0010106245071391834 -0.00030890704602193179 -0.000743114516828663 0.0007708193913635007 -0.0010606461717231992
leaf_weight=0.0010714625101179006 0.0017570651934322107 0.0010210180423531742 0.0010572852873977174 0.0011522691157543853 0.0012355949578166667 0.0010678091392812847 0.0010393828505748104 0.001072459772320327 0.0010153753668249027 0.001706579085335857 0.0011746333334259514 0.0012602970843070471 0.0017495920621404554 0.0011837904118361629 0.0011337605340634594 0.0011998327152951136
leaf_count=491 493 60 121 164 72 271 38 68 231 295 155 183 229 75 84 91
internal_value=0 3.77758e-05 -7.80895e-06 -5.06672e-05 -0.000120279 -3.34467e-05 0.00044345 3.87779e-05 -4.17937e-05 8.7422e-05 -5.2678e-05 -0.000199151 -0.000341612 -0.000134303 0.000115651 -0.000583172
internal_weight=0 0.0198267 0.0188057 0.0177484 0.0155568 0.0137997 0.00219165 0.0127319 0.0114963 0.00928111 0.00757453 0.0063999 0.00532744 0.00406714 0.00288335 0.00221521
internal_count=3121 2630 2570 2449 2247 1754 202 1483 1411 1089 794 639 571 388 313 322
is_linear=0
shrinkage=0.00181146


Tree=2653
num_leaves=16
num_cat=0
split_feature=124 12 123 12 48 4 160 15 3 52 16 1 133 12 1
split_gain=0.000197526 0.000193689 0.000130177 0.000183254 0.000201358 0.000203658 0.000244453 0.000321456 0.000178712 0.000181295 0.000172905 0.000166834 0.000162656 0.00015884 0.000112268
threshold=0.0049200000000000008 0.11650500000000001 1.0000000180025095e-35 -0.015429999999999998 0.12649500000000002 0.0061450000000000003 0.088755000000000014 -0.055554999999999993 0.10542000000000001 -0.0064899999999999992 -0.15241499999999997 0.086560000000000012 0.084415000000000018 0.088365000000000013 0.086920000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 8 7 10 9 11 -7 -5 13 -11 -9
right_child=-2 -3 -4 4 -6 6 -8 14 -10 12 -12 -13 -14 -15 -16
leaf_value=-0.00077166873206566307 0.00079725112548444013 -0.00085221957035407591 0.00059744956172088173 -0.00024782712767357614 -0.00079442438431945924 0.00025011555936623554 0.0011229212743777809 0.00023443305248736733 0.0005887969606840559 0.00062583554502713187 -0.00063009605171171945 -0.001226481296622431 -0.00067251302653936935 -0.00021230631076374351 0.0010872379576590077
leaf_weight=0.0011485573021789526 0.0010372796308598413 0.0010056677858400849 0.0011997055011625677 0.0015251529388724582 0.0010341015437168597 0.0014429053843733053 0.0010997294536644331 0.0010027995574322648 0.001040956942282012 0.0015703642975963958 0.0017589737862685213 0.0010410143260763949 0.0010019082048166005 0.001643814896962241 0.0012097446146052959
leaf_count=133 72 142 223 495 64 108 80 67 76 401 182 220 368 416 74
internal_value=0 -4.76413e-05 -1.9782e-06 -4.55094e-05 8.74926e-06 6.66792e-05 0.000312834 0.000148297 -0.000138287 -0.000249881 -0.000233435 -0.000644837 -9.48718e-06 0.000197188 0.000700718
internal_weight=0 0.0187254 0.0177197 0.01652 0.0153715 0.0143374 0.00651415 0.00541442 0.00782321 0.00678225 0.00320188 0.00256617 0.00421609 0.00321418 0.00221254
internal_count=3121 3049 2907 2684 2551 2487 511 431 1976 1900 290 715 1185 817 141
is_linear=0
shrinkage=0.00188464


Tree=2654
num_leaves=16
num_cat=0
split_feature=403 403 42 39 13 4 157 160 16 14 1 48 47 2 2
split_gain=0.000127204 0.000205088 0.00012424 0.000216352 0.000147943 0.000203175 0.000182514 0.000161509 0.000240263 0.000128187 0.000147824 0.00023689 0.000210338 9.43427e-05 0.000207743
threshold=0.10301500000000001 0.03138500000000001 -1.0000000180025095e-35 0.0046100000000000004 0.15641500000000003 -0.064804999999999988 -0.063304999999999986 -1.0000000180025095e-35 0.15891500000000003 -0.10708499999999999 0.094385000000000011 0.11376500000000002 0.090280000000000013 0.089775000000000008 0.092875000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 7 -7 -4 -9 -8 13 12 -12 -11 -15
right_child=-2 -3 4 -5 -6 6 9 8 -10 10 11 -13 -14 14 -16
leaf_value=-0.00091249977238304673 -0.00055226898070265414 0.00059431874496463527 -0.00081961750403798835 0.00010305535828445318 0.00062085756397388901 0.00073480199189415491 -0.00051105331115426644 0.00033831160046713646 -0.00066660229535429416 -0.00045967241043425332 0.00089364518651948658 -0.00028171303363756718 4.3180881736569371e-06 0.00057391068881858676 -0.00040771278449137091
leaf_weight=0.0010505138772178039 0.0010567251213619245 0.0014868283221825046 0.0012210621700446192 0.0011229475360339247 0.0010020890622037962 0.0010500931274242667 0.0010192225910305138 0.0013931462036661625 0.0011029272516045463 0.0014466897843687637 0.0018025276797661227 0.0012548451239313106 0.0011129653629537994 0.0010814873031546324 0.0011520070815899232
leaf_count=620 202 174 209 63 49 305 80 333 122 275 298 68 68 69 186
internal_value=0 2.16989e-05 -2.89412e-05 -0.0003878 2.43385e-05 -1.94956e-05 0.000100691 -0.000340235 -0.000105725 2.56184e-05 9.52937e-05 0.000302642 0.000554152 -0.000139671 6.76022e-05
internal_weight=0 0.0182994 0.0168125 0.00217346 0.0146391 0.013637 0.00991984 0.00371714 0.00249607 0.00886974 0.00785052 0.00417034 0.00291549 0.00368018 0.00223349
internal_count=3121 2919 2745 683 2062 2013 1349 664 455 1044 964 434 366 530 255
is_linear=0
shrinkage=0.00160853


Tree=2655
num_leaves=13
num_cat=0
split_feature=41 2 16 151 15 2 2 133 52 12 0 1
split_gain=4.84734e-05 8.25829e-05 5.00519e-05 0.000101192 8.38906e-05 7.8591e-05 7.49745e-05 0.000120185 0.000175571 0.000116724 0.000271809 8.26625e-05
threshold=0.078065000000000009 -1.0000000180025095e-35 -0.36241499999999999 -0.086379999999999985 0.090615000000000015 0.10803500000000001 0.10672500000000001 0.084990000000000024 0.077655000000000016 0.088305000000000008 -0.12333499999999999 0.11181500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 5 -4 6 -3 7 8 9 10 -5 -8
right_child=-2 2 3 4 -6 -7 11 -9 -10 -11 -12 -13
leaf_value=0.0033098857063165962 -0.0025743233253252649 0.00058085652530050181 0.0038416287692152203 0.0011814709598481352 -0.0029885725770851228 -0.0040271511956870626 0.0041282167376476128 -0.0038594165073325116 0.0039834795038936307 0.0018938361475514612 -0.0070573683005735483 -0.00029263422236433989
leaf_weight=0.001108293784332178 0.0010021074447862941 0.0010398692303834525 0.0010122273223326121 0.0012536709028889738 0.0013032035185073258 0.0010996126328501029 0.001305594400532635 0.0011872955400661078 0.0014125670371700032 0.0012849024334711349 0.0010732160226072582 0.0011475665607723479
leaf_count=177 154 121 204 65 494 152 229 437 432 278 239 139
internal_value=0 0.000160038 -0.000106046 0.000221579 -0.000146028 -0.00178748 0.000281496 -0.000420958 0.000391577 -0.00101321 -0.00261848 0.00206018
internal_weight=0 0.014228 0.0131197 0.0109802 0.00996802 0.00213948 0.00866481 0.00621165 0.00502436 0.00361179 0.00232689 0.00245316
internal_count=3121 2967 2790 2517 2313 273 1819 1451 1014 582 304 368
is_linear=0
shrinkage=0.0120166


Tree=2656
num_leaves=16
num_cat=0
split_feature=124 12 52 403 43 16 15 16 3 52 1 1 13 3 48
split_gain=0.000217254 0.000221901 0.000127437 0.000162284 0.000262234 0.000255847 0.000232818 0.000208126 0.000191421 0.000226276 0.000195326 0.000233091 0.000104646 0.000135277 8.67711e-05
threshold=0.0049200000000000008 0.11650500000000001 -0.26636999999999994 -1.0000000180025095e-35 -0.14968999999999996 0.15891500000000003 -0.0063699999999999989 0.0013750000000000001 -0.077774999999999983 0.0031350000000000002 0.11061500000000002 0.094385000000000011 -0.093839999999999993 -0.080564999999999984 0.085130000000000025
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 -5 6 8 12 -6 10 11 14 -8 -14 -10
right_child=-2 -3 3 4 5 -7 7 -9 9 -11 -12 -13 13 -15 -16
leaf_value=-0.00050949411826675152 0.0007742275956054977 -0.0008532376611989804 -0.00063730525779592568 0.00068120343098341965 -0.00075170855602221017 -0.00078432779575388089 0.00063569604327639011 0.00099354074465806959 9.3406309906360888e-05 0.00073041830075595187 -0.00068109115614527552 0.00074142630546727051 0.00037033242515103402 -0.00041015534433068245 -0.0006333100907943731
leaf_weight=0.0015248005163522029 0.0010256769509825485 0.0010631299873041953 0.001083245259647903 0.0019572711718691621 0.0013258855463562898 0.0012365475395681455 0.0010304556390238195 0.0012216820240031345 0.001041272937675977 0.0010781774800480357 0.0015795031202310737 0.0011058375559733213 0.0013786866798727736 0.0014236595746915212 0.0010315991745721842
leaf_count=330 72 142 711 121 469 120 78 140 55 176 165 108 205 184 45
internal_value=0 -6.48004e-05 -1.82813e-05 2.71298e-05 7.38344e-05 -1.45294e-05 6.33875e-05 0.000355229 -0.000142568 -4.18558e-06 -0.000170642 8.30011e-05 0.000151771 -2.61742e-05 -0.000268256
internal_weight=0 0.0190818 0.0180186 0.0164938 0.0154106 0.0134533 0.0122168 0.00505448 0.00716228 0.00583639 0.00475821 0.00317871 0.0038328 0.00280235 0.00207287
internal_count=3121 3049 2907 2577 1866 1745 1625 607 1018 549 373 208 467 389 100
is_linear=0
shrinkage=0.00177594


Tree=2657
num_leaves=12
num_cat=0
split_feature=1 47 4 2 15 52 16 52 2 52 0
split_gain=4.583e-05 0.00011839 7.56036e-05 0.000123878 0.000117207 0.000112251 0.00012727 0.000115731 9.40662e-05 0.00011306 5.93399e-05
threshold=0.12337000000000002 0.10621500000000002 0.16173500000000005 0.10803500000000001 0.090615000000000015 -0.088204999999999992 -0.094359999999999986 -0.013374999999999998 0.10097500000000002 0.08976000000000002 -0.053834999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -4 5 -1 -7 -8 9 -9 -2
right_child=10 -3 3 -5 -6 6 7 8 -10 -11 -12
leaf_value=-0.0032965685223699357 0.0040010688094944593 -0.0048072546182798886 0.0055386501428566345 -0.00079982120064794741 -0.0048110707146166 -0.0029455401502783462 0.0057434586418055739 -0.0001010284168440111 -0.0026990616270225229 0.005481126979801982 -0.0006281890942058093
leaf_weight=0.0015955527396285521 0.00118194200496184 0.0010798192275120752 0.0011841799314765049 0.0012632109300412947 0.0011083783219676098 0.0013870622065073075 0.0011751529520479418 0.0018778541734989322 0.0011437060083489409 0.0011657186380961727 0.0010248276122854999
leaf_count=518 173 144 129 119 512 258 284 580 89 194 121
internal_value=0 -0.000343457 6.15653e-05 0.00226707 -0.000509417 6.19228e-05 0.000855856 0.00183914 0.000743395 0.00203699 0.00185123
internal_weight=0 0.0129806 0.0119008 0.00244739 0.00945343 0.00834505 0.00674949 0.00536243 0.00418728 0.00304357 0.00220677
internal_count=3121 2827 2683 248 2435 1923 1405 1147 863 774 294
is_linear=0
shrinkage=0.0140794


Tree=2658
num_leaves=12
num_cat=0
split_feature=11 43 42 12 12 160 151 16 0 1 42
split_gain=4.5588e-05 6.21195e-05 0.000121296 0.000119812 0.000143784 9.44293e-05 0.000135589 0.000104995 0.0002041 9.52879e-05 5.63163e-05
threshold=0.081790000000000015 -0.052894999999999991 0.086325000000000013 0.051320000000000005 0.09141500000000001 -0.086154999999999995 -0.0083949999999999979 -0.056919999999999991 -0.10224499999999999 0.084165000000000004 0.091295000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 5 -1 -5 -3 -7 8 -8 -9 -6
right_child=-2 2 -4 4 10 6 7 9 -10 -11 -12
leaf_value=0.0045421825912925007 -0.0029272774065429784 0.0043050388554329933 -0.0053887872347451373 -0.0047418914674735987 -0.00047951543948595318 -0.0048250931242319328 -0.001024267224714665 0.00089012713309766581 0.0067002015335597071 -0.0051202847660747003 0.0043277354226947161
leaf_weight=0.0018627868813207256 0.0011172091751721078 0.0010283187282478052 0.0010215848969404645 0.0010551251420371586 0.0010639374856342143 0.0013335516503130279 0.0017805806669068977 0.0012756769851337267 0.0013369879127778468 0.0010936611136788295 0.001113223110257076
leaf_count=282 175 127 496 647 225 143 151 109 399 134 233
internal_value=0 0.00020928 -0.000545942 0.0015241 -0.000215243 8.4395e-05 -0.00055195 0.000486605 0.00228842 -0.00188421 0.00197852
internal_weight=0 0.0139654 0.00887036 0.00509507 0.00323229 0.00784878 0.00682046 0.00548691 0.00311757 0.00236934 0.00217716
internal_count=3121 2946 1559 1387 1105 1063 936 793 550 243 458
is_linear=0
shrinkage=0.0149411


Tree=2659
num_leaves=15
num_cat=0
split_feature=403 403 124 123 42 13 4 151 160 157 4 2 1 1
split_gain=0.000174392 0.000173411 0.000134041 0.000235776 0.000287171 0.000217192 0.000282689 0.000107661 0.000194201 0.000321793 0.000236281 0.000131751 0.000132405 0.000278318
threshold=0.10301500000000001 0.08332500000000001 1.0000000180025095e-35 1.0000000180025095e-35 -1.0000000180025095e-35 0.15641500000000003 -0.27825499999999997 -0.090369999999999992 -1.0000000180025095e-35 -0.060134999999999994 0.24564500000000003 0.11215000000000001 0.094465000000000007 0.086560000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 6 -6 -8 9 -9 11 12 13 -10
right_child=-2 -3 -4 -5 5 -7 7 8 10 -11 -12 -13 -14 -15
leaf_value=-0.00080049168043483778 -0.00070915687403727914 0.00067314646137441871 0.00059262877496210284 0.00074733329427570058 -0.000713751765039677 0.00072925892487802333 -0.00045130548905249922 0.00029885478927002931 0.00045245344560246515 -0.0010576773988013189 0.0007716524347747126 -0.0004440866061405361 0.00067420906177242262 -0.0005572476963107961
leaf_weight=0.0016423025812939687 0.0010447090548880216 0.0011622083092135823 0.0010167607414439143 0.0010325391012079846 0.0018969185072925604 0.0010536544415482582 0.0013280052352309677 0.0010457985119686833 0.0018561118512027495 0.0010750836679878691 0.0017345563305809913 0.0013197852550834721 0.0012101307114733562 0.00149349043292267
leaf_count=662 202 112 74 211 197 40 154 175 403 401 139 111 113 127
internal_value=0 2.16399e-05 -2.11265e-05 -5.85204e-05 -0.000111668 -3.09423e-05 -9.27476e-05 1.37333e-05 7.71721e-05 -0.000388777 0.000206961 4.03676e-05 0.00018059 2.25701e-06
internal_weight=0 0.0188673 0.0177051 0.0166884 0.0156558 0.0140135 0.0129599 0.011063 0.00973496 0.00212088 0.00761407 0.00587952 0.00455973 0.0033496
internal_count=3121 2919 2807 2733 2522 1860 1820 1623 1469 576 893 754 643 530
is_linear=0
shrinkage=0.00174112


Tree=2660
num_leaves=12
num_cat=0
split_feature=1 3 12 0 2 13 457 1 1 4 1
split_gain=4.84666e-05 9.35401e-05 0.000132174 0.000123326 7.65617e-05 0.000107409 6.40572e-05 0.000100638 0.000139308 0.000104591 5.1669e-05
threshold=0.077565000000000009 0.097915000000000016 0.091545000000000015 -0.084044999999999995 0.11474000000000002 -1.0000000180025095e-35 0.045365000000000009 0.12873500000000002 0.088485000000000022 0.053180000000000012 0.10723500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 6 -6 7 8 -2 -10 -11
right_child=4 -3 -4 -5 5 -7 -8 -9 9 10 -12
leaf_value=-0.0036850315708399834 0.0023109548635222034 0.0021946703795695031 -0.0054082975008124794 0.001483489243839899 0.0053052675107943831 -7.3551526735727776e-05 0.0021776252604206229 0.0028938205720512563 -0.0043719964745316539 0.0014280768455588032 -0.0021784845721228951
leaf_weight=0.0010739769026816568 0.0012319880492321659 0.0010503077368291258 0.0010857244350348915 0.0017575946439692038 0.0010174914063760645 0.0011330343350119156 0.0014715803074309246 0.0010050004989473867 0.0019005859281859688 0.0010351200239404612 0.0012864830821583961
leaf_count=681 233 26 551 378 195 128 154 94 537 65 79
internal_value=0 -0.000989835 -0.00184367 -0.000476861 0.000460351 0.00247136 -8.496e-05 -0.00060044 -0.0012443 -0.00228169 -0.000570447
internal_weight=0 0.0049676 0.0039173 0.00283157 0.0100813 0.00215053 0.00793076 0.00645918 0.00545418 0.00422219 0.0023216
internal_count=3121 1636 1610 1059 1485 323 1162 1008 914 681 144
is_linear=0
shrinkage=0.0120166


Tree=2661
num_leaves=16
num_cat=0
split_feature=1213 147 1374 484 13 0 403 457 1 42 42 3 1 15 1
split_gain=0.000417597 0.000242591 0.000196071 0.000208072 0.000166607 0.000156751 0.000164661 0.000244427 0.000295328 0.000229822 0.000296627 0.000313076 0.000174236 0.000144268 0.000156478
threshold=-1.0000000180025095e-35 0.089025000000000007 -0.08070999999999999 -0.0068949999999999992 -0.52014499999999986 0.15398500000000004 0.03138500000000001 0.080930000000000016 0.12958500000000003 -1.0000000180025095e-35 0.091735000000000025 0.088060000000000013 0.10587000000000001 -0.10653 0.080000000000000016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 -5 6 7 8 9 -6 11 13 -13 -11 -15
right_child=1 -3 3 4 5 -7 -8 -9 -10 10 -12 12 -14 14 -16
leaf_value=-0.0011091577836791684 -0.0007610643902281279 0.00084659873129995023 -0.00064113976970001422 -0.00060549861934845923 -0.00094714971786638168 0.00068523869130978081 0.00056764095384514762 0.00070178026863737747 0.00056873973645786037 0.00093620318065536776 -0.00081955073783030645 -0.0010079423473342134 -5.3984772658692368e-05 0.00057658752128556749 -0.00020192693619934819
leaf_weight=0.0010442762377142019 0.0010227190285896351 0.0011178125749162727 0.0013211749302601298 0.0010202196907438702 0.0011648360519941761 0.0014803637585408249 0.00189054297697066 0.0014141061753675252 0.0018425815977715998 0.0010002148550730815 0.0014980193133006595 0.0010249583941286389 0.0014698149383800541 0.0015416209884282178 0.0017259144382298086
leaf_count=491 54 122 474 37 430 49 170 112 155 92 328 71 57 235 244
internal_value=0 4.20956e-05 -4.21843e-06 3.78619e-05 9.04051e-05 0.000134632 7.86985e-05 5.81078e-06 -8.1532e-05 -0.000208655 -0.000104518 5.38746e-05 -0.000445911 0.000346031 0.000165376
internal_weight=0 0.0205349 0.0194171 0.0183944 0.0170732 0.016053 0.0145726 0.0126821 0.011268 0.00942538 0.00826054 0.00676252 0.00249477 0.00426775 0.00326754
internal_count=3121 2630 2508 2454 1980 1943 1894 1724 1612 1457 1027 699 128 571 479
is_linear=0
shrinkage=0.00177594


Tree=2662
num_leaves=12
num_cat=0
split_feature=11 43 160 151 16 15 160 15 15 0 12
split_gain=4.21458e-05 5.80353e-05 8.84938e-05 9.05257e-05 9.72629e-05 0.00010863 9.7914e-05 0.000129117 8.71584e-05 0.000102362 0.00015207
threshold=0.081790000000000015 -0.067199999999999996 -0.087429999999999994 -0.0083949999999999979 0.22339500000000004 -0.10469999999999999 0.0030550000000000004 0.035560000000000008 -0.086849999999999997 -0.019414999999999998 0.09141500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 8 -3 -4 5 -5 7 -7 -1 10 -10
right_child=-2 2 3 4 -6 6 -8 -9 9 -11 -12
leaf_value=0.005061038663894791 -0.0028686717898765263 0.0036432674206029595 -0.0045764561866384976 -0.0036152886696762866 -0.0043478685992825068 0.0064085941327632675 -0.0023175821701830676 0.00018399915204998221 -0.0052727141133455287 0.0038019458677496752 0.002285724131669338
leaf_weight=0.0012196936791103652 0.0011190820440836182 0.0010412193493402914 0.0014143926434932921 0.0011427280852428301 0.001145486674135332 0.0014336475900087317 0.0010581128251877315 0.0016820748793439462 0.0012229424079399668 0.0013216284198652997 0.0012502661164185795
leaf_count=423 175 208 172 200 138 151 103 669 481 93 308
internal_value=0 0.000205347 -0.000532234 -0.00108421 -0.000319839 0.000548025 0.00168787 0.00304814 0.00151703 0.00037796 -0.00145174
internal_weight=0 0.0139322 0.00891766 0.00787644 0.00646205 0.00531656 0.00417384 0.00311572 0.00501453 0.00379484 0.00247321
internal_count=3121 2946 1641 1433 1261 1123 923 820 1305 882 789
is_linear=0
shrinkage=0.01524


Tree=2663
num_leaves=16
num_cat=0
split_feature=403 403 42 39 160 474 52 43 42 4 133 3 3 151 2
split_gain=0.000145115 0.000191908 0.000142256 0.000200352 0.000113703 0.000293419 0.000210507 0.000238826 0.000150954 0.000280537 0.000122732 0.000105707 9.05584e-05 0.000130333 0.000187779
threshold=0.10301500000000001 0.03138500000000001 -1.0000000180025095e-35 0.0046100000000000004 -1.0000000180025095e-35 0.084660000000000027 0.13389000000000004 -0.14968999999999996 0.084695000000000006 0.076415000000000025 0.083950000000000011 0.083060000000000009 0.12178000000000001 -0.0083949999999999979 0.090425000000000019
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 11 7 -6 10 -10 12 -4 13 -9 -15
right_child=-2 -3 4 -5 6 -7 -8 8 9 -11 -12 -13 -14 14 -16
leaf_value=-0.0010605917304773486 -0.00069235871417654691 0.00068037396894998986 -0.0010865455332450212 8.1934058806973876e-05 0.00086428721939103088 0.00048654362332798854 0.00091956621927082136 -0.00044318641219629693 -0.0011953996515547374 9.1641550895453616e-05 0.000667682740718726 -0.00025588846810067548 -0.00044578625727948812 -0.00022887582566250017 0.00069996484593370174
leaf_weight=0.0010324780205201887 0.0010180465719134028 0.0014043398489145048 0.0010687474958325496 0.0010639430356076396 0.0010755095213710311 0.0011353254770284926 0.0010306423609276602 0.0010705748894561991 0.0010084892367900593 0.0013550491877395926 0.0010456834166453401 0.0010242804696511953 0.0013145361436365105 0.0012894604602999666 0.0017535596761185171
leaf_count=620 202 174 509 63 66 194 76 72 477 113 125 76 107 90 157
internal_value=0 2.50443e-05 -3.15262e-05 -0.000480755 3.49275e-05 -0.000269784 0.000124818 4.21879e-05 -5.7862e-05 -0.000457521 8.80504e-05 -0.000680041 -2.36108e-05 0.000111299 0.000306375
internal_weight=0 0.0176726 0.0162683 0.00209642 0.0141719 0.00322835 0.0109435 0.00991286 0.00883735 0.00236354 0.00647381 0.00209303 0.00542813 0.0041136 0.00304302
internal_count=3121 2919 2745 683 2062 779 1283 1207 1141 590 551 585 426 319 247
is_linear=0
shrinkage=0.00184769


Tree=2664
num_leaves=16
num_cat=0
split_feature=1213 147 11 52 52 4 0 403 42 13 16 1 52 42 49
split_gain=0.00047445 0.000149128 0.000239794 0.000182157 0.000139904 0.000215944 0.000452588 0.000265713 0.000291256 0.000187432 0.000193228 0.000172899 0.000214677 0.000144956 4.88741e-05
threshold=-1.0000000180025095e-35 0.088610000000000008 0.087830000000000005 0.19022000000000003 0.11008000000000001 -0.49013999999999996 -0.019414999999999998 0.03138500000000001 -1.0000000180025095e-35 -0.084034999999999985 -0.25582999999999995 0.086560000000000012 -0.066844999999999988 0.083995000000000014 -0.043469999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 -2 7 8 -7 13 -11 -12 14 -10 -13
right_child=1 -3 -4 -5 -6 6 -8 -9 9 10 11 12 -14 -15 -16
leaf_value=-0.0010405074561598573 -0.00062576734144903772 0.00061642900057580106 -0.0007248124983460049 -0.00049592367428011211 0.00055010663290945723 -0.00081386056778289515 0.00086208963880204513 0.00062617281195138789 1.6373654054118276e-05 -0.0007592463030984272 0.00043554870512920227 -0.00029394148624768208 0.00021080600414518104 0.00078036266521445703 -0.00076800632108483386
leaf_weight=0.0010228657697122561 0.001042093556309351 0.0010173633160499877 0.0010074008933916847 0.0013353979054973033 0.0014868649117796293 0.0011840671824595505 0.0016497718647281627 0.0013956375801535041 0.0012733486699777999 0.0010012636783886739 0.0014528554411332431 0.0010618187981444329 0.001732178197690263 0.0011120865650828386 0.0010183971151172012
leaf_count=491 104 125 118 333 130 414 121 143 187 72 281 64 145 288 105
internal_value=0 4.07655e-05 7.77659e-06 5.1848e-05 9.93156e-05 5.11765e-05 0.000105941 -5.12711e-06 -9.47026e-05 3.71816e-06 -0.000136681 -1.82907e-05 -0.000191243 0.000372544 -0.000526026
internal_weight=0 0.0187705 0.0177532 0.0167458 0.0154104 0.0139235 0.0128814 0.0112317 0.00983602 0.00865195 0.00626651 0.00526525 0.00381239 0.00238544 0.00208022
internal_count=3121 2630 2505 2387 2054 1924 1820 1699 1556 1142 667 595 314 475 169
is_linear=0
shrinkage=0.00154607


Tree=2665
num_leaves=13
num_cat=0
split_feature=47 4 1 151 15 52 48 16 4 0 49 0
split_gain=4.48092e-05 8.75587e-05 0.000130486 8.43757e-05 7.63191e-05 9.81323e-05 0.000138869 0.000121497 0.000195621 0.000134619 0.00011935 0.000178559
threshold=0.13148500000000005 0.24564500000000003 0.111945 -0.086944999999999981 -0.095869999999999983 0.11434500000000002 0.091545000000000015 0.38525000000000004 -0.27825499999999997 -0.077999999999999986 -0.0060549999999999988 -0.10011499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 -1 -5 6 7 8 -6 10 -10 -12
right_child=-2 2 -4 4 5 -7 -8 -9 9 -11 11 -13
leaf_value=0.0032324703519873385 -0.002632658566524183 -0.00030770155612036462 0.0055761885902360251 -0.0036908436328184011 -0.0065593475751532689 -0.003981702158842991 0.004447505952212937 0.0036745252601429433 -0.0054753537442875705 0.0030681740829151829 0.0041009534810510376 -0.0036910829001890522
leaf_weight=0.0010599863406763896 0.0010743418419765236 0.0014773040081373433 0.0012042433701109109 0.001309550019253509 0.001005446183582677 0.0010957547434291099 0.0011823195489805011 0.0010430728901946844 0.0010016992040685646 0.0015617377655315692 0.0010087695536957792 0.0010633046459170242
leaf_count=214 65 147 264 224 86 342 143 251 181 326 98 780
internal_value=0 0.000178823 0.00233467 -0.000331341 -0.00069911 -0.000261955 0.000256192 -0.000485198 -0.00125437 -0.000103722 -0.00171531 0.000102396
internal_weight=0 0.0140132 0.00268155 0.0113316 0.0102717 0.0089621 0.00786635 0.00668403 0.00564096 0.00463551 0.00307377 0.00207207
internal_count=3121 3056 411 2645 2431 2207 1865 1722 1471 1385 1059 878
is_linear=0
shrinkage=0.0132673


Tree=2666
num_leaves=13
num_cat=0
split_feature=42 14 15 15 156 151 150 0 0 1 47 12
split_gain=4.50172e-05 6.06814e-05 0.000100645 8.17986e-05 8.82812e-05 0.000156632 9.07296e-05 8.96306e-05 0.000109796 8.419e-05 7.61495e-05 5.44596e-05
threshold=0.10256000000000001 -0.22253999999999999 -0.10653 -0.095869999999999983 0.08426500000000002 -0.024429999999999997 0.087380000000000013 -0.083914999999999976 -0.057069999999999989 0.079415000000000013 0.085270000000000026 0.095175000000000023
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 5 -5 7 9 -9 -7 11 -10
right_child=-2 2 3 4 -6 6 -8 8 10 -11 -12 -13
leaf_value=-0.003443575197015086 -0.0028112740871731033 0.004020079480303345 -0.0039815669668632966 0.0063718697063349927 -0.0036516417865277442 0.00034462105391620172 -0.0041497715006653096 -0.0044776661264699204 -0.0026944130272092493 0.0065887712396680113 0.0046196042949655297 0.0021481688766141938
leaf_weight=0.0010025820163711814 0.001279506530827001 0.0017240757097021575 0.0011298326243064901 0.0011274211824933008 0.0011301813706165323 0.0010353189996385112 0.0010206103464937832 0.0011799606896831143 0.0012517423410585253 0.0010519040096600984 0.001003248493100628 0.0010171602102405086
leaf_count=105 346 351 100 285 359 446 67 696 106 153 49 58
internal_value=0 0.000237854 0.000529133 -2.0647e-05 0.000435187 0.000966863 0.000160809 0.000833573 -0.000412509 0.0034915 0.00105341 -0.00052346
internal_weight=0 0.013674 0.0126715 0.0109474 0.00981755 0.00868737 0.00755995 0.00653933 0.00445211 0.00208722 0.00327215 0.0022689
internal_count=3121 2775 2670 2319 2219 1860 1575 1508 909 599 213 164
is_linear=0
shrinkage=0.0155448


Tree=2667
num_leaves=13
num_cat=0
split_feature=484 42 15 47 133 160 42 12 133 160 1 15
split_gain=4.8293e-05 6.45598e-05 6.25263e-05 6.94791e-05 5.77518e-05 7.75469e-05 0.000109957 0.000101812 0.000237338 0.000185669 0.000117215 5.04101e-05
threshold=-0.0068949999999999992 0.10256000000000001 -0.10653 0.077555000000000013 -0.083244999999999986 -0.082179999999999989 0.091295000000000015 0.085955000000000018 0.092845000000000011 0.086075000000000013 0.087325000000000014 -0.037864999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 -4 -6 7 9 -9 10 -7 -12
right_child=1 -3 4 -5 5 6 -8 8 -10 -11 11 -13
leaf_value=-0.0030012103299259319 0.0049181968612995531 -0.00290889255745187 0.0029014462610455522 7.7517244035407547e-05 -0.0040036801222500676 0.006062983529204269 0.0043085694061189622 -0.006265215917827055 0.002518474067742135 -0.0042431776500385376 -0.0015194183147336407 0.0027764582757779095
leaf_weight=0.0010032995791469301 0.0012093971375995872 0.0012102335624831735 0.001217015090031936 0.0011435276178145054 0.0010292136637469309 0.0011435730529562316 0.0010676649055662846 0.0015389328514260094 0.001009989826258044 0.0011077489053892831 0.0011548393972520832 0.0010194934925984202
leaf_count=503 244 311 327 139 358 170 145 461 141 106 96 120
internal_value=0 0.000197645 0.000495051 0.00256561 2.15234e-05 -0.000364843 0.00010084 -0.000543277 -0.00278475 0.000747683 0.00241398 0.000494817
internal_weight=0 0.0138516 0.0126414 0.00235292 0.0102885 0.00907146 0.00804224 0.00697458 0.00254892 0.00442565 0.00331791 0.00217433
internal_count=3121 2618 2307 383 1924 1597 1239 1094 602 492 386 216
is_linear=0
shrinkage=0.0140794


Tree=2668
num_leaves=12
num_cat=0
split_feature=42 43 131 16 474 160 52 15 16 0 15
split_gain=4.23865e-05 6.81112e-05 0.000135636 9.2473e-05 7.60501e-05 0.000139441 0.00016263 8.1596e-05 8.91632e-05 6.92028e-05 6.00987e-05
threshold=-0.11051499999999999 -0.17390999999999998 0.08844500000000001 0.22339500000000004 0.084660000000000027 -1.0000000180025095e-35 0.10024500000000001 -0.095869999999999983 -0.083134999999999987 -0.12333499999999999 -0.12255999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 5 -3 7 10 9 -9 -7
right_child=1 2 -4 -5 -6 6 -8 8 -10 -11 -12
leaf_value=-0.0029456481800340176 0.0032054958933001704 -0.0037635554175649158 -0.0050967124929615897 -0.0033499798360276901 0.0046319564031971905 0.00053427618895011974 0.0066830610191314886 0.00016370523929744803 -0.0015277075437266643 0.0051245077095886642 -0.0044623777319400312
leaf_weight=0.0010269158859184885 0.0015005435389039501 0.0014994461530101304 0.0011308708081372637 0.0013366894667170689 0.0010534665551195652 0.0010474834888454306 0.0010487480956748174 0.0010312652362043373 0.0013593523784312537 0.0016043412906135588 0.0011034519782351377
leaf_count=181 138 539 431 305 216 190 179 91 439 325 87
internal_value=0 0.000201434 -0.000167594 0.0003353 0.000840665 0.000381272 0.0012451 0.000317157 0.00158039 0.00318344 -0.00202906
internal_weight=0 0.0137157 0.0122151 0.0110842 0.00974756 0.00869409 0.00719464 0.00614589 0.00399496 0.00263561 0.00215094
internal_count=3121 2940 2802 2371 2066 1850 1311 1132 855 416 277
is_linear=0
shrinkage=0.0149411


Tree=2669
num_leaves=15
num_cat=0
split_feature=1213 147 11 456 4 403 160 42 43 52 52 4 52 0
split_gain=0.000460312 0.000168455 0.000211371 0.000129197 0.000127566 0.000124968 0.000220618 0.000165817 0.000235701 0.00024313 0.000225104 0.000309738 0.000124838 7.3733e-05
threshold=-1.0000000180025095e-35 0.089025000000000007 0.087830000000000005 0.077935000000000018 0.27287000000000006 0.03138500000000001 -0.091944999999999985 -1.0000000180025095e-35 -0.074359999999999996 -0.089199999999999988 0.10160000000000001 -0.0016099999999999997 0.081010000000000013 -0.12333499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 6 -2 -8 12 -10 11 -11 -9 -13
right_child=1 -3 -4 -5 -6 -7 7 8 9 10 -12 13 -14 -15
leaf_value=-0.0011719893708534265 -0.00081425295607066351 0.00075578720854208253 -0.00077023993112384061 -0.00055677005892580884 0.00060792662922709291 0.00046532765201030596 -0.00046358411251300354 0.00021103272497073023 -0.00080358472828490264 0.00086629956869161426 -0.00065221901983464597 -0.00031121702591104368 0.00096302930676936914 0.00025192947629971838
leaf_weight=0.0010227582271960583 0.0010068882955747748 0.0010132790847497573 0.0010282207922763789 0.001008452848029316 0.0014134628931337561 0.0019582882791319553 0.0016687784101658372 0.001425833380428271 0.0010897941356005584 0.001750954635596587 0.0010057350210038729 0.0017361071781760717 0.0013607386370720065 0.001269498916256728
leaf_count=491 308 122 118 203 241 168 414 396 146 222 103 63 53 73
internal_value=0 5.15271e-05 1.12618e-05 5.93947e-05 9.90077e-05 4.86079e-05 -1.76611e-05 5.32727e-05 0.000142758 -3.43446e-05 0.000111138 0.000272543 0.000578248 -7.33569e-05
internal_weight=0 0.018736 0.0177228 0.0166945 0.0156861 0.0142726 0.0123143 0.0113074 0.00963866 0.00685209 0.0057623 0.00475656 0.00278657 0.00300561
internal_count=3121 2630 2508 2390 2187 1946 1778 1470 1056 607 461 358 449 136
is_linear=0
shrinkage=0.00177594


Tree=2670
num_leaves=17
num_cat=0
split_feature=1213 403 1 147 52 123 484 42 43 42 51 15 43 47 457 1
split_gain=0.000587593 0.000186774 0.000385153 0.000179192 0.000271926 0.000219512 0.000219416 0.000215159 0.000236041 0.000169639 0.000194403 0.000220241 0.000209964 0.000119147 0.000166699 8.75489e-05
threshold=-1.0000000180025095e-35 0.03138500000000001 1.0000000180025095e-35 0.089025000000000007 0.19022000000000003 1.0000000180025095e-35 -0.0068949999999999992 -1.0000000180025095e-35 -0.14968999999999996 0.092145000000000019 -0.076794999999999988 -0.10653 0.0034250000000000005 0.092165000000000011 0.082380000000000009 0.086560000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 4 5 6 -2 -8 -9 10 -10 -12 13 14 15 -13
right_child=1 2 -4 -5 -6 -7 7 8 9 -11 11 12 -14 -15 -16 -17
leaf_value=-0.0012295251793063224 -0.00084003224377762124 -0.00011635246617641438 0.0013011302629047955 0.00067994318691055725 -0.00080585788091405534 0.00072837928852775705 -0.00057700579360167961 0.0007826651344261488 -0.00059800084493524179 -0.00056088109675608388 0.00074544475359148538 -0.00024836136947925188 0.00057416559218807035 0.00035091975734127389 0.00021713948506063118 -0.0009154171954177425
leaf_weight=0.0011609651435739885 0.0010004518697399245 0.0013269121670851985 0.001033881324924435 0.0010554364190309444 0.0013611478932687221 0.0011775976203167492 0.0016854813020098355 0.0013173869271800856 0.0011010341930516284 0.0014110085406000604 0.0016668624959043339 0.0012276900824044366 0.0016232751895124409 0.0010960787505078784 0.0012271521098006222 0.001160079146025339
leaf_count=491 366 145 65 118 325 225 411 55 206 234 115 120 45 42 44 114
internal_value=0 4.37889e-05 0.000504417 -1.62557e-05 -5.93388e-05 5.40669e-06 -5.32418e-05 4.99608e-06 8.79129e-05 8.54827e-07 8.79345e-05 0.000182326 3.41413e-05 -0.000151936 -0.000304406 -0.000572445
internal_weight=0 0.0204715 0.00236079 0.0181107 0.0170552 0.0156941 0.0145165 0.013516 0.0118306 0.0105132 0.00910217 0.00800114 0.00633428 0.004711 0.00361492 0.00238777
internal_count=3121 2630 210 2420 2302 1977 1752 1386 975 920 686 480 365 320 278 234
is_linear=0
shrinkage=0.00174112


Tree=2671
num_leaves=16
num_cat=0
split_feature=1213 453 11 4 403 160 16 133 1374 457 43 3 47 43 1
split_gain=0.000529873 0.000193922 0.000210183 0.000424769 0.000186056 0.000275561 0.000335855 0.00024722 0.00019888 0.000291308 0.000216719 0.000206103 0.000147255 0.000154637 0.000335042
threshold=-1.0000000180025095e-35 1.0000000180025095e-35 0.088215000000000002 0.27287000000000006 0.03138500000000001 -1.0000000180025095e-35 -0.008904999999999998 -0.083244999999999986 -0.08070999999999999 0.080930000000000016 -0.074359999999999996 -0.077774999999999983 0.09550500000000002 0.07827000000000002 0.095285000000000022
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 6 -2 -6 -7 10 11 -10 13 14 -12
right_child=1 -3 -4 -5 7 8 -8 -9 9 -11 12 -13 -14 -15 -16
leaf_value=-0.001228994228877909 -0.0013503634916528218 -0.00072423316380166105 -0.00066955269380314039 0.000990994214071385 0.0010960978807034246 -0.00066294405588814486 -2.250944257880774e-05 -0.00011153147688305986 -1.3659797717622884e-05 0.00095785190551208102 -0.0011977355986723043 0.00083421707594881901 0.00039783202978969858 8.5646576786620337e-05 4.304986472507565e-05
leaf_weight=0.0010983958039409705 0.0010276617152982898 0.0010002737908494088 0.0011163952800126711 0.0016231979052981202 0.0011316310685956944 0.0010389596391231501 0.0014462511869479697 0.0010134943049893161 0.0019322998090635715 0.0012461715554661921 0.0013802031324019279 0.0016995202176896939 0.0011457190329674655 0.0018310185358495767 0.0013653913075044599
leaf_count=491 422 79 112 296 103 29 300 74 312 103 366 123 74 132 105
internal_value=0 3.79169e-05 7.80454e-05 0.00012472 3.82331e-05 -3.58343e-05 -0.000574099 0.000525537 7.85732e-05 0.000151251 4.37944e-05 0.000383107 -0.000171558 -0.000314101 -0.00058069
internal_weight=0 0.0199982 0.0189979 0.0178815 0.0162583 0.0141132 0.00247391 0.00214513 0.0116393 0.0106003 0.00935415 0.00363182 0.00572233 0.00457661 0.00274559
internal_count=3121 2630 2551 2439 2143 1966 722 177 1244 1215 1112 435 677 603 471
is_linear=0
shrinkage=0.00177594


Tree=2672
num_leaves=16
num_cat=0
split_feature=1213 456 474 160 43 50 40 42 160 2 3 15 3 3 15
split_gain=0.000515785 0.0001278 0.000129464 0.000203301 0.000245504 0.000232111 0.000188827 0.000222334 0.00017608 0.000146586 0.000122914 0.000116584 0.000239043 0.000112442 0.000137619
threshold=-1.0000000180025095e-35 1.0000000180025095e-35 0.085860000000000006 -1.0000000180025095e-35 0.21122500000000002 0.088280000000000011 -0.074429999999999982 -1.0000000180025095e-35 -0.087874999999999995 0.11215000000000001 0.10893000000000001 0.040760000000000005 0.096675000000000011 -0.10831999999999999 -0.097454999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 8 5 6 -5 -8 -2 11 -11 12 13 -9 -15
right_child=1 -3 -4 4 -6 -7 7 9 -10 10 -12 -13 -14 14 -16
leaf_value=-0.0011899267510566988 -2.6275681339429773e-05 -0.0005507543821383214 0.00067543271223604109 0.0008491473157338931 -0.00068147107122605685 0.00094983343882412566 -0.00051831554988061444 0.00045681626966910473 -0.00093066550946011321 0.00022493849845871833 -0.00060178928110152436 0.00072659001965667662 0.00084231853396728802 0.00023759852115706615 -0.00050703672046210598
leaf_weight=0.0010695002098584849 0.0016447828517022773 0.0010053852310060998 0.0010666391448424439 0.0010052042299421885 0.0010347547075906524 0.0011407580339003508 0.0016974340472694456 0.0010852023002022727 0.0010818822757676138 0.0010047288547941624 0.001191916007817706 0.0014762066210640135 0.0012510783845053261 0.0012961078571503428 0.001793586475317
leaf_count=491 391 232 232 156 142 188 309 92 236 115 73 175 68 57 164
internal_value=0 5.31629e-05 8.73306e-05 4.97764e-05 0.000134617 0.000199864 0.000127371 6.01684e-05 -0.000385118 0.000168088 -0.00022365 0.00029276 0.000174731 -2.53235e-05 -0.000194667
internal_weight=0 0.0187757 0.0177703 0.0167036 0.013977 0.0129422 0.0118015 0.0107963 0.00272667 0.00909883 0.00219664 0.00690218 0.00542598 0.0041749 0.00308969
internal_count=3121 2630 2398 2166 1539 1397 1209 1053 627 744 188 556 381 313 221
is_linear=0
shrinkage=0.00174112


Tree=2673
num_leaves=13
num_cat=0
split_feature=1 0 133 4 47 4 48 0 16 1 12 4
split_gain=5.33847e-05 9.59681e-05 0.000122485 8.8589e-05 7.2229e-05 0.000133152 0.000140883 0.000104118 0.000125178 8.40848e-05 4.3583e-05 3.34194e-05
threshold=0.077565000000000009 -0.059114999999999994 0.083950000000000011 -0.49405499999999997 0.087235000000000021 -0.04890499999999999 0.086035000000000014 -0.16360999999999995 -0.018494999999999998 0.13146500000000003 0.085785000000000014 0.24564500000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -3 5 10 7 -7 -9 11 -2 -6
right_child=4 3 -4 -5 9 6 -8 8 -10 -11 -12 -13
leaf_value=-0.0058654827342164498 -0.0033403447370654077 -0.0023504137234117411 -1.9875049220826618e-06 0.0026129633378779772 -0.0039366527730921247 0.0074505397654998683 -0.00073949041414553501 0.0057198788585244263 -0.00065521095031611468 0.0019591088736704834 0.00043808014132921524 -0.00077509342086498547
leaf_weight=0.001227382797385373 0.0010301664587919757 0.0010107869331994479 0.0011843780713866872 0.0015282949741411396 0.001208367706293477 0.0010442266980088023 0.0015101775555193542 0.0010066116915492477 0.001080387621804289 0.0010746973510528945 0.0010358017450253602 0.0010635346943135282
leaf_count=794 160 35 666 141 193 99 157 241 173 55 355 52
internal_value=0 -0.00112788 -0.00298601 0.000637085 0.000522176 0.00130092 0.00252361 0.00409739 0.00241965 -0.00103861 -0.00144598 -0.00245665
internal_weight=0 0.00495084 0.00241176 0.00253908 0.010054 0.00670737 0.0046414 0.00313123 0.002087 0.0033466 0.00206597 0.0022719
internal_count=3121 1636 1460 176 1485 1185 670 513 414 300 515 245
is_linear=0
shrinkage=0.0130072


Tree=2674
num_leaves=11
num_cat=0
split_feature=11 48 0 2 151 2 13 16 133 4
split_gain=4.781e-05 5.63287e-05 0.000172657 0.000111169 9.57281e-05 0.000116103 9.6313e-05 0.000165142 0.000127764 9.63078e-05
threshold=0.081790000000000015 0.016865000000000002 -0.20211999999999997 0.10252500000000002 -0.00099499999999999979 0.10882500000000002 0.021350000000000004 0.15891500000000003 -0.0061299999999999992 0.053180000000000012
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 4 -3 -4 -1 6 7 8 -6 -10
right_child=-2 2 3 -5 5 -7 -8 -9 9 -11
leaf_value=-0.0042135909465282478 -0.002775790791294469 -0.0015966195125712798 0.0010791876488495009 0.0073234651691035752 -0.0020234971436148548 0.0034982747546020805 -0.0034658856798849193 -0.004503048530712127 0.0011288545178122708 0.0062339970816859477
leaf_weight=0.0010908901486095636 0.001110737656034976 0.0017780822714530409 0.0010857385596723754 0.0010871942964781186 0.0013561264570731632 0.001588894409218139 0.0017268980238039806 0.0010988114650542502 0.0018346904011231227 0.0011424959969856903
leaf_count=314 175 82 315 183 547 339 203 167 662 134
internal_value=0 0.00020107 0.00159322 0.00420342 -0.000357982 0.000122824 -0.000626333 0.000276374 0.00148831 0.00308795
internal_weight=0 0.0137898 0.00395102 0.00217293 0.00983881 0.00874792 0.00715902 0.00543212 0.00433331 0.00297719
internal_count=3121 2946 580 498 2366 2052 1713 1510 1343 796
is_linear=0
shrinkage=0.0138033


Tree=2675
num_leaves=11
num_cat=0
split_feature=484 42 42 133 52 0 15 47 48 13
split_gain=4.59243e-05 6.10349e-05 8.44909e-05 9.52799e-05 0.000102319 9.46183e-05 0.000164544 0.000214715 0.000181362 6.89645e-05
threshold=-0.0068949999999999992 0.092145000000000019 0.088060000000000013 -0.085499999999999979 0.11434500000000002 -0.019414999999999998 0.024640000000000006 0.077555000000000013 0.085875000000000021 -0.063184999999999977
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 6 7 8 -5 -3
right_child=1 9 -4 4 -6 -7 -8 -9 -10 -11
leaf_value=-0.0029746940451766675 0.0041948895460781014 -0.0045129772394926519 0.0042922830749697154 0.0056063114824482481 -0.0042301252666015025 0.003238000878272479 -0.0048087836485504248 -0.0032590256792253544 -0.0016525341746934927 0.00047584699472941623
leaf_weight=0.0010100074564790519 0.0011055842477014797 0.0011099471827275679 0.0011638480973323083 0.0019924615910106337 0.0011724702309890067 0.00177520562912609 0.0014244799591137253 0.001762718776859587 0.0011027507314367857 0.0011779654885552501
leaf_count=503 327 374 257 391 186 212 440 129 132 170
internal_value=0 0.000197747 0.000623944 0.000210871 -0.000266337 0.000310437 -0.000516798 0.000741732 0.00302016 -0.00194441
internal_weight=0 0.0137874 0.0114995 0.0103357 0.00923009 0.00805762 0.00628241 0.00485793 0.00309521 0.00228791
internal_count=3121 2618 2074 1817 1490 1304 1092 652 523 544
is_linear=0
shrinkage=0.0143609


Tree=2676
num_leaves=13
num_cat=0
split_feature=1 42 0 3 4 15 47 1 51 52 13 1
split_gain=5.66964e-05 7.62834e-05 8.03612e-05 9.93468e-05 8.74318e-05 7.48046e-05 5.78351e-05 0.000135129 6.68995e-05 7.81269e-05 8.05073e-05 3.37116e-05
threshold=0.090405000000000013 -1.0000000180025095e-35 -0.084269999999999984 -0.078724999999999976 0.0061450000000000003 1.0000000180025095e-35 0.096175000000000024 0.12337000000000002 0.11144500000000002 -0.07167999999999998 -0.015874999999999997 0.10439500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 4 5 -3 -4 8 -8 9 -2 -11 -12
right_child=6 2 3 -5 -6 -7 7 -9 -10 10 11 -13
leaf_value=-0.004259683045689625 -0.00073484117390463653 -0.0049515740927295396 0.00051604551712889539 -0.002317831440571906 0.00063485406128091721 0.0056172825770437855 -0.0043342118440765883 0.0023732339322905058 -0.0014955149238446753 0.00030203612643552052 0.0033602483413726339 0.0068874098013635855
leaf_weight=0.0011498904129779754 0.0011639222629609303 0.0012008247858839834 0.0013094980241026809 0.0011553779503943344 0.0010331592114359084 0.001008811925954485 0.0012080095525778822 0.0011740251279444306 0.00110295813291722 0.0010353275224603345 0.0011011054764216441 0.0010487619584771731
leaf_count=706 292 568 170 263 148 145 139 75 68 344 73 130
internal_value=0 -0.00095131 -0.000284792 0.00105495 -0.002368 0.00273585 0.00080183 -0.00102834 0.00160144 0.00238684 0.00352755 0.00508089
internal_weight=0 0.00685756 0.00570767 0.00347369 0.00223398 0.00231831 0.00783411 0.00238203 0.00545208 0.00434912 0.00318519 0.00214987
internal_count=3121 2000 1294 578 716 315 1121 214 907 839 547 203
is_linear=0
shrinkage=0.0140794


Tree=2677
num_leaves=12
num_cat=0
split_feature=1 3 12 0 52 52 3 15 0 0 3
split_gain=4.69539e-05 9.8197e-05 0.000133764 0.000120297 6.43463e-05 0.000133294 5.59143e-05 5.91135e-05 5.0068e-05 9.74578e-05 3.74965e-05
threshold=0.077565000000000009 0.097915000000000016 0.091545000000000015 -0.084044999999999995 -0.28430999999999995 -0.081429999999999989 0.097915000000000016 -0.086254999999999984 -0.10607499999999999 -0.077999999999999986 -0.0087149999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -2 -6 8 -8 10 -10 -7
right_child=4 -3 -4 -5 5 6 7 -9 9 -11 -12
leaf_value=-0.0039395454163696072 -0.0025026863777757114 0.0024815084827463306 -0.0058425405445610345 0.0015631510090073015 0.0045845932690720291 0.0041351972230785671 -0.0034115678552953648 0.00065735125186339605 -0.0023228011951469036 0.0023308625232259356 0.00076765746479598906
leaf_weight=0.0010344535477374249 0.0010406466551969038 0.0010153170701503456 0.0010550850927871927 0.0017206801717492535 0.0013205302712506585 0.0010517016828453032 0.0012050436645989759 0.0011205117904808937 0.0015647959870569318 0.0013746877111261713 0.0011001348387261302
leaf_count=681 170 26 551 378 240 99 126 97 329 333 91
internal_value=0 -0.00104247 -0.00198151 -0.000502913 0.0004948 0.000851808 0.000187208 -0.00145106 0.000935517 -0.000146455 0.00241353
internal_weight=0 0.00482554 0.00381022 0.00275513 0.00977805 0.00873741 0.00741688 0.00232556 0.00509132 0.00293948 0.00215184
internal_count=3121 1636 1610 1059 1485 1315 1075 223 852 662 190
is_linear=0
shrinkage=0.0127521


Tree=2678
num_leaves=12
num_cat=0
split_feature=11 124 159 3 0 151 1 13 15 2 52
split_gain=4.56692e-05 5.49784e-05 7.12495e-05 0.000119141 0.00014015 0.000130282 0.000102146 0.000118089 0.000100892 1.16225e-05 1.1196e-05
threshold=0.081790000000000015 -0.043384999999999993 0.091530000000000014 -0.11255999999999998 -0.053834999999999994 -0.044604999999999992 0.10089500000000001 -0.080759999999999985 0.088235000000000022 0.11144000000000001 0.016565000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 5 -5 7 -7 -9 -8 -6
right_child=-2 2 -4 4 10 6 9 8 -10 -11 -12
leaf_value=0.0031413286493829811 -0.0026417200482915779 0.0035102910339565654 -0.0033844391992986327 -0.0031168198444824114 -0.002389337339314799 -0.0035475566730589678 0.0026653585825513913 -0.0003289928930551555 0.004904523664890097 0.0045778225296102216 -0.0043426308216603145
leaf_weight=0.0010313290752922899 0.0010767549914056937 0.0016867818027284922 0.001032093182989473 0.0014124487346262923 0.001023447506275448 0.00113449874207971 0.0011268348060633343 0.0018392771756795619 0.0010014131575749388 0.0011106543663499252 0.0010428335285411761
leaf_count=255 175 154 313 288 143 542 112 608 376 83 72
internal_value=0 0.000197958 -4.66442e-05 0.000256121 -0.000310265 0.000520266 0.00134716 7.08512e-05 0.00151595 0.00361468 -0.00337515
internal_weight=0 0.0134416 0.0124103 0.0113782 0.00969141 0.00762513 0.00621268 0.00397519 0.00284069 0.00223749 0.00206628
internal_count=3121 2946 2691 2378 2224 2009 1721 1526 984 195 215
is_linear=0
shrinkage=0.0132673


Tree=2679
num_leaves=16
num_cat=0
split_feature=1213 403 15 124 123 42 484 43 4 48 15 0 457 13 16
split_gain=0.000551575 0.000196654 0.000256449 0.000222595 0.000321745 0.000440327 0.000266661 0.000185082 0.000198545 0.000224507 0.000173088 0.000266729 0.000147366 0.000155006 9.87814e-05
threshold=-1.0000000180025095e-35 0.03138500000000001 0.088235000000000022 0.0049200000000000008 1.0000000180025095e-35 -1.0000000180025095e-35 -0.0068949999999999992 -0.14968999999999996 -0.27825499999999997 0.10288500000000002 -0.10091499999999999 -0.10224499999999999 0.082380000000000009 -0.084034999999999985 -0.0057949999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 4 5 -2 -7 -8 -9 10 11 -10 13 -12 -15
right_child=1 2 -4 -5 -6 6 7 8 9 -11 12 -13 -14 14 -16
leaf_value=-0.0012454735719382847 -0.0010860561089791904 -3.3919833700975929e-05 0.001157811623566451 0.00078470483342665885 0.00083677029288363371 -0.00084099733169290612 0.00065796076234261132 -0.00058372596979381253 5.2573783879139889e-05 -0.00052723102423283738 0.00025808241247588106 0.0012418972560219149 0.00050713410046596401 -0.00077047193315506028 -6.8231169264872807e-05
leaf_weight=0.0010484115772328361 0.0013281754285917298 0.0011321711601151334 0.0010598032514727018 0.0010011804665394529 0.0011240088532734676 0.0011416387743621833 0.0013074276849629465 0.0016922125830234327 0.001274866066854341 0.0016144115286222402 0.0016863628323139594 0.0010363368205280731 0.0013957703264104761 0.0012484742420342549 0.0011822891348678057
leaf_count=491 482 171 39 67 216 399 70 157 65 84 235 89 105 253 198
internal_value=0 5.1393e-05 0.000542273 -1.17777e-05 -6.15172e-05 -0.000129245 -3.56638e-05 3.82539e-05 -3.45375e-05 6.39254e-05 0.000185904 0.000585863 1.82264e-05 -0.000147521 -0.000428912
internal_weight=0 0.0192251 0.00219197 0.0170332 0.016032 0.014908 0.0135798 0.0124382 0.0111307 0.00943851 0.0078241 0.0023112 0.0055129 0.00411713 0.00243076
internal_count=3121 2630 210 2420 2353 2137 1655 1256 1186 1029 945 154 791 686 451
is_linear=0
shrinkage=0.00174112


Tree=2680
num_leaves=11
num_cat=0
split_feature=42 14 15 16 403 3 1 3 2 0
split_gain=4.10823e-05 6.24389e-05 8.21979e-05 7.40573e-05 9.9127e-05 0.000132155 8.41333e-05 0.000115526 8.04485e-05 1.34393e-05
threshold=0.10256000000000001 -0.10708499999999999 -0.10653 -0.088394999999999987 0.03138500000000001 -0.075359999999999996 0.094465000000000007 0.10732000000000001 0.092875000000000013 -0.080119999999999983
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 8 5 -5 9 -8 -4 -7
right_child=-2 2 3 4 -6 6 7 -9 -10 -11
leaf_value=-0.002892170024804156 -0.002262597065207607 0.0031665413497171911 0.00012994229722053187 -0.0026821636114568799 0.0043116034335782235 -0.0016271924118347787 0.0059874772707473418 0.0002103357010181317 -0.0040783259020752928 0.00049732456742108554
leaf_weight=0.0010199327383349612 0.0012545760449760449 0.0016409664882067422 0.0018369378239316194 0.001969007176846737 0.0011206960162073887 0.0010129914991427735 0.0011533464731972032 0.0011897084664040936 0.0013214304180329227 0.0010020974141550735
leaf_count=112 346 348 364 1098 194 110 154 84 168 143
internal_value=0 0.000199934 0.000457441 3.82963e-05 0.000746082 0.00011454 0.00137809 0.00305408 -0.00163076 -0.000570677
internal_weight=0 0.0132671 0.0122472 0.0106062 0.00744785 0.00632715 0.00435814 0.00234305 0.00315837 0.00201509
internal_count=3121 2775 2663 2315 1783 1589 491 238 532 253
is_linear=0
shrinkage=0.0130072


Tree=2681
num_leaves=11
num_cat=0
split_feature=47 42 475 43 457 16 1 15 2 12
split_gain=4.5594e-05 6.90255e-05 7.76824e-05 0.000117404 7.62955e-05 0.000103653 0.000183117 9.0071e-05 0.00011041 4.45844e-06
threshold=0.13148500000000005 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.14968999999999996 0.080930000000000016 -0.36241499999999999 0.10508500000000001 -0.09551999999999998 0.097220000000000015 0.088365000000000013
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 9 -3 -4 5 -5 7 -7 -9 -1
right_child=-2 2 3 4 -6 6 -8 8 -10 -11
leaf_value=-0.0026390382959806465 -0.0026331581651613842 -0.002573790757285547 0.0049830268427418483 -0.0028142732818798879 0.0031895319117366989 0.0026293795466373108 0.0045191695457833534 -0.0040040633952239052 0.00082869315310957409 -0.001414072854965124
leaf_weight=0.0010100148312227183 0.0010411733236521678 0.0011810066296204713 0.0010906507658898753 0.0017681275044611469 0.0014628662323644005 0.001075510187753541 0.0016081782360621855 0.0016923313898963626 0.0015165087060563564 0.0010007847797644572
leaf_count=350 65 448 107 260 159 135 189 721 188 499
internal_value=0 0.000192479 0.000584547 0.000949727 0.000467576 -5.22046e-05 0.000776589 -0.00062823 -0.00172009 -0.00202937
internal_weight=0 0.013406 0.0113952 0.0102142 0.00912352 0.00766066 0.00589253 0.00428435 0.00320884 0.0020108
internal_count=3121 3056 2207 1759 1652 1493 1233 1044 909 849
is_linear=0
shrinkage=0.0130072


Tree=2682
num_leaves=12
num_cat=0
split_feature=43 42 16 13 16 160 51 3 2 2 0
split_gain=4.4632e-05 0.000121899 9.71628e-05 0.00015832 9.17596e-05 0.000115343 7.78774e-05 0.000110258 0.000103478 6.81877e-05 4.72194e-05
threshold=-0.40263499999999991 -0.091214999999999977 0.071345000000000006 -0.085384999999999975 0.0047850000000000011 -0.076214999999999991 0.091630000000000003 -0.11255999999999998 0.092365000000000017 0.087675000000000017 -0.10224499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 4 -4 5 -3 7 -7 9 10 -9
right_child=1 2 3 -5 -6 6 -8 8 -10 -11 -12
leaf_value=-0.0023981925722949401 0.0036740590477724556 -0.0036226472049100209 0.0011224549615829755 -0.004810187097949753 0.0034682978933056312 0.003446007020921845 0.0035867479712474058 -0.0025633811024138972 -0.0031511194802781224 0.0030936995110865816 0.00096569032141170092
leaf_weight=0.0010468136578827862 0.0013000950080252474 0.0011429480857781888 0.0011481009780744331 0.0014957522068410221 0.0012061290652118735 0.0010840303845874736 0.001006877546719305 0.0010310326592870606 0.0017333716047177664 0.0010013055030898507 0.0011673082488111294
leaf_count=122 274 516 77 433 207 105 163 70 372 176 606
internal_value=0 0.000178733 -0.000199423 -0.00223392 0.000374449 -8.24672e-05 0.000493598 -2.40014e-05 -0.000786536 0.000494451 -0.000689461
internal_weight=0 0.013317 0.0120169 0.00264385 0.009373 0.00816687 0.00702393 0.00601705 0.00493302 0.00319965 0.00219834
internal_count=3121 2999 2725 510 2215 2008 1492 1329 1224 852 676
is_linear=0
shrinkage=0.0120166


Tree=2683
num_leaves=11
num_cat=0
split_feature=41 2 15 3 2 49 3 43 16 3
split_gain=4.40384e-05 7.38385e-05 5.33794e-05 0.000162581 0.000156928 0.000146487 0.000164758 8.50222e-05 0.000127344 7.32596e-05
threshold=1.0000000180025095e-35 -1.0000000180025095e-35 -0.016799999999999995 0.10542000000000001 0.089775000000000008 -0.043469999999999995 0.099930000000000005 -0.084004999999999982 -0.083134999999999987 -0.088784999999999989
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 -1 4 7 -3 -6 -7 9 -9 -4
right_child=-2 2 3 -5 5 6 -8 8 -10 -11
leaf_value=0.0036468929105815339 -0.0026066237610522219 -0.004114363043086839 -0.00087748795324248433 0.004312586487224504 0.004690384562582829 0.0028362246572358491 -0.0043514445696546718 0.00022407601701965462 -0.0057050438991699754 0.004166169112486069
leaf_weight=0.0010521737648384157 0.0011031565471961166 0.0019875497305344237 0.001109162459744073 0.0017160138304641581 0.0011171054800936699 0.0010274285204461241 0.0013532933121871704 0.0017101266738821326 0.0010838103975753192 0.0010055099861104189
leaf_count=175 173 477 162 83 144 494 130 377 726 180
internal_value=0 0.000208239 -9.05278e-05 0.000727033 -0.00107789 0.000647514 -0.00124952 -0.00052645 -0.00207592 0.00152073
internal_weight=0 0.0131622 0.01211 0.00662462 0.00548538 0.00349783 0.00238072 0.00490861 0.00279394 0.00211467
internal_count=3121 2948 2773 1528 1245 768 624 1445 1103 342
is_linear=0
shrinkage=0.0135326


Tree=2684
num_leaves=11
num_cat=0
split_feature=133 13 159 15 15 0 42 0 49 15
split_gain=4.80987e-05 0.000107431 6.06594e-05 0.000106876 0.000102724 9.29115e-05 0.000104582 0.000144989 0.000164748 0.000102523
threshold=0.10622000000000002 -0.23438999999999996 0.089465000000000017 -0.11713499999999999 -0.10091499999999999 -0.019414999999999998 0.091295000000000015 -0.083914999999999976 -0.069799999999999987 -0.0058549999999999991
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 -5 6 7 8 -6 -10
right_child=-2 2 -4 4 5 -7 -8 -9 9 -11
leaf_value=0.0034574276302118722 -0.0025047169351451863 -0.0027385354012298894 -0.0030269240359022498 0.0042896143249673176 -0.0038029457475911386 0.0027117130851091499 0.0023631817714980683 -0.0046109065410199412 -0.00099039296930819001 0.0042605973081262004
leaf_weight=0.0013600774080503109 0.0010713929881915789 0.0016885637542112834 0.0010270818230724817 0.0010175100177129024 0.0011376959663523113 0.0016851523128444132 0.0014485014059778742 0.0014657594019256703 0.0010092701093637327 0.0012509979104843025
leaf_count=157 435 297 306 68 129 208 272 591 330 328
internal_value=0 0.000196482 -0.000181603 9.14289e-05 0.000621505 0.00015481 -0.000527798 -0.00138878 1.12664e-06 0.00191589
internal_weight=0 0.0130906 0.0117305 0.0107035 0.00901489 0.00799738 0.00631222 0.00486372 0.00339796 0.00226027
internal_count=3121 2686 2529 2223 1926 1858 1650 1378 787 658
is_linear=0
shrinkage=0.0122569


Tree=2685
num_leaves=11
num_cat=0
split_feature=484 43 160 52 49 4 3 15 2 52
split_gain=4.80619e-05 6.68678e-05 0.000140309 0.000107957 0.000116382 0.000110473 0.000163677 0.000163023 5.21596e-05 4.89533e-05
threshold=0.085515000000000022 0.16180500000000003 -1.0000000180025095e-35 0.096795000000000006 -0.081404999999999991 0.26790000000000008 -0.091354999999999978 -0.016799999999999995 0.084055000000000005 -0.075329999999999994
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 -4 6 -6 9 -9 -8
right_child=-2 -3 3 -5 5 -7 7 8 -10 -11
leaf_value=-0.0037191503547533869 0.0023397837622332659 -0.0036163752306989814 0.0035792755524063483 0.0036427383975616442 -0.0065379403089861603 0.0033235894973165504 -0.0049223481110048043 0.0044912923573836167 0.00013971879693295397 -0.0010290885427909156
leaf_weight=0.0016409686491240727 0.0014857532160748111 0.001052184413840516 0.0013895084012726143 0.0018527599936294372 0.0010343271508504916 0.0010376690366641246 0.0011624564439181237 0.0010763410078378508 0.0010242178551385095 0.0013074464611191293
leaf_count=632 341 208 157 218 313 233 252 245 366 156
internal_value=0 -0.000285371 1.87175e-05 0.000639243 -5.35832e-05 -0.000813526 -0.00157947 -0.000457334 0.0023695 -0.00286145
internal_weight=0 0.0125779 0.0115257 0.00988473 0.00803197 0.00664246 0.00560479 0.00457046 0.00210056 0.0024699
internal_count=3121 2780 2572 1940 1722 1565 1332 1019 611 408
is_linear=0
shrinkage=0.0138033


Tree=2686
num_leaves=15
num_cat=0
split_feature=403 403 42 12 52 52 49 42 151 4 52 2 0 0
split_gain=0.000195197 0.000239064 0.000216029 0.000194247 0.000153037 0.000171016 0.000188726 0.000226931 0.000235791 0.000271662 0.000284746 0.000292941 0.000145924 8.29816e-05
threshold=0.10301500000000001 0.03138500000000001 -1.0000000180025095e-35 1.0000000180025095e-35 0.19022000000000003 0.10473500000000001 -0.047584999999999995 0.091545000000000015 -0.033849999999999991 -0.27825499999999997 -0.070154999999999981 1.0000000180025095e-35 -0.14723999999999998 -0.12333499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 6 12 8 -8 -10 -11 -12 -4 -13
right_child=-2 -3 4 -5 -6 -7 7 -9 9 10 11 13 -14 -15
leaf_value=-4.3949310862811589e-05 -0.00071188207177026567 0.00066745389211934078 1.503500814255764e-05 -0.001041230146657656 -0.00050966611325848948 0.00063336376244963431 -0.00065768402871083196 -0.00064627179499127736 -0.00059844716097408215 -0.00034363901414025436 -6.7716939799664455e-05 0.00062459251725390387 0.00073212166749253929 0.0012420477752058394
leaf_weight=0.0011556744931909553 0.0010468935538888056 0.0015173414280167238 0.0015478446590556083 0.0010385251629154223 0.0012697246178529431 0.001487790453657733 0.0011586891562189398 0.0016770670552968521 0.0010807764621916221 0.0013270584580399288 0.0013598275095519953 0.0013683978057424709 0.0016335272935766735 0.0010992601835724054
leaf_count=91 202 174 78 592 279 142 211 382 141 194 112 69 229 225
internal_value=0 3.06729e-05 -2.54888e-05 -0.000515967 4.62108e-05 9.75789e-05 3.25196e-05 -9.04819e-05 3.55793e-05 0.000164406 0.000324357 0.000555963 0.000383235 0.000899648
internal_weight=0 0.0187215 0.0172042 0.0021942 0.01501 0.0137402 0.0122524 0.00907108 0.00739401 0.00623532 0.00515454 0.00382749 0.00318137 0.00246766
internal_count=3121 2919 2745 683 2062 1783 1641 1334 952 741 600 406 307 294
is_linear=0
shrinkage=0.00167351


Tree=2687
num_leaves=11
num_cat=0
split_feature=474 160 133 133 52 49 4 48 47 3
split_gain=4.84856e-05 7.06711e-05 0.000135367 8.61829e-05 0.000177558 7.42078e-05 0.000320718 8.52857e-05 8.21027e-05 5.72574e-05
threshold=0.084660000000000027 -1.0000000180025095e-35 -1.0000000180025095e-35 0.10622000000000002 0.077655000000000016 -0.081404999999999991 0.0052350000000000009 0.092205000000000023 0.090280000000000013 -0.077774999999999983
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 -4 -7 8 -8 -6
right_child=-2 2 3 -5 9 6 7 -9 -10 -11
leaf_value=-0.0023512758414514926 0.0023926966953543368 -0.003032390144053757 0.0026859487678830138 -0.0026113320580486671 0.0021462684324970644 -0.0066624336030756829 0.0049790403208045423 -0.0017389414022735321 0.00051182092008201477 0.0061389409452235928
leaf_weight=0.0019847773183003107 0.0011596302077554422 0.0016841826190141058 0.0012965649508606984 0.0010213350193612322 0.0010585968817616309 0.0010334210413406723 0.0010266335302819758 0.0011376642046912119 0.0015531577259958462 0.0011005983185193857
leaf_count=736 344 707 130 331 79 390 209 66 44 85
internal_value=0 -0.000223828 0.000163127 0.000746335 0.0011642 8.69235e-05 -0.000622378 0.00105671 0.00228956 0.00418144
internal_weight=0 0.0128969 0.0109122 0.00922797 0.00820664 0.00604744 0.00475088 0.00371746 0.00257979 0.0021592
internal_count=3121 2777 2041 1334 1003 839 709 319 253 164
is_linear=0
shrinkage=0.0122569


Tree=2688
num_leaves=14
num_cat=0
split_feature=50 15 3 15 0 2 52 43 16 0 4 15 52
split_gain=0.000103529 0.000168137 0.000116723 0.000147163 0.000134245 0.000125021 0.000180508 0.000172244 0.000116219 0.00020515 0.000242167 9.46202e-05 1.21774e-05
threshold=0.10124500000000002 -0.24436499999999997 -0.15447499999999995 -0.11713499999999999 -0.10011499999999998 0.10613000000000002 0.08976000000000002 -0.0030899999999999994 -0.010699999999999999 -0.12333499999999999 0.033845000000000007 0.040760000000000005 0.10473500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 8 6 7 11 9 10 -5 -6 -8
right_child=-2 2 3 4 5 -7 12 -9 -10 -11 -12 -13 -14
leaf_value=0.00063701642746441739 -0.00050065186663689751 0.00043466888254945889 -0.00055217444221902627 0.00017334754729403314 -0.00025671350158971241 -0.00056479499615911524 0.00047184221079009093 -0.00078574488245596312 0.00062429120728170592 0.00047356128119789218 -0.00079426021723586621 0.00035661623711611486 0.00022093104716472528
leaf_weight=0.0010742901870667556 0.0010446005144222814 0.0013372034171820141 0.001428967344689165 0.0016586711580568458 0.0018130688906212175 0.0015122555591245701 0.0010016709507700838 0.0011038991753581692 0.001182522513035131 0.001855589707708185 0.0011218681295024346 0.0010152242047979966 0.0010001818943964971
leaf_count=220 375 165 204 93 493 240 132 267 97 101 91 426 217
internal_value=0 2.09698e-05 -2.03132e-05 -6.17183e-05 -8.88388e-06 -0.000151926 -4.67093e-05 -0.000246879 0.000174172 5.93613e-05 -0.000217055 -3.6557e-05 0.00034648
internal_weight=0 0.0171054 0.0160311 0.0146939 0.013265 0.0074463 0.00593405 0.00393219 0.00581865 0.00463613 0.00278054 0.00282829 0.00200185
internal_count=3121 2746 2526 2361 2157 1775 1535 1186 382 285 184 919 349
is_linear=0
shrinkage=0.00160853


Tree=2689
num_leaves=10
num_cat=0
split_feature=1 0 15 15 15 51 2 0 15
split_gain=4.51054e-05 8.24641e-05 0.000118065 6.46777e-05 0.000117392 0.000114732 0.00011554 0.000199616 8.05654e-05
threshold=0.077565000000000009 0.024095000000000002 0.083935000000000023 0.035560000000000008 -0.016799999999999995 -0.076794999999999988 0.089885000000000007 -0.20211999999999997 -0.10324499999999999
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 -2 8 -8 -7
right_child=3 -3 -4 -5 -6 6 7 -9 -10
leaf_value=-0.0052364150750843514 -0.0033338735165401971 0.0009885852149896469 -0.00012452225362105895 -0.0016809064221088243 0.0040407104034122475 -0.0036744446233780673 -0.00069124532697591471 0.0057361314409929975 0.0010730311283509038
leaf_weight=0.0011992249917907865 0.0011209117546861942 0.0018724487089595288 0.0015640086723741565 0.0017024250065219605 0.0014959556329279524 0.0010095755841105303 0.0014195794991052058 0.0014856255041827285 0.0011472775989623115
leaf_count=857 130 83 696 400 257 142 80 296 180
internal_value=0 -0.000997333 -0.00234305 0.000480531 0.000959724 0.000214286 0.000999969 0.0025955 -0.00114916
internal_weight=0 0.00463568 0.00276323 0.00938135 0.00767893 0.00618297 0.00506206 0.00290521 0.00215685
internal_count=3121 1636 1553 1485 1085 828 698 376 322
is_linear=0
shrinkage=0.0122569


Tree=2690
num_leaves=16
num_cat=0
split_feature=1213 403 15 52 123 42 43 48 16 12 1 1 4 16 12
split_gain=0.000518428 0.000196771 0.000296012 0.00016544 0.000233975 0.000205801 0.000248911 0.000230576 0.000190371 0.000227965 0.00013968 0.000195057 0.000295149 0.000192243 0.00015675
threshold=-1.0000000180025095e-35 0.03138500000000001 0.088235000000000022 0.19022000000000003 1.0000000180025095e-35 -1.0000000180025095e-35 -0.14968999999999996 0.12737000000000001 0.15891500000000003 0.097825000000000009 0.10374500000000002 0.086560000000000012 0.0061450000000000003 -0.45661999999999997 0.084100000000000022
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 4 5 -2 -7 8 10 -10 11 14 -13 -12 -8
right_child=1 2 -4 -5 -6 6 7 -9 9 -11 13 12 -14 -15 -16
leaf_value=-0.0012744612728225989 -0.00062582192421131353 -8.4262091221424797e-05 0.001245394016723996 -0.0005864183031360678 0.00085495455426245321 0.00082917306597072497 0.00086183849134825459 -0.00084439909633736226 -0.00088796246568553967 0.00022926469793982802 -0.00010879428519983477 -0.00098943478871760552 0.00024360230480794935 0.00087952324065340031 -2.7477949739326783e-05
leaf_weight=0.001014407907565555 0.0016181672683609179 0.0011265182694680685 0.0010724167780625793 0.0014986277911933762 0.0010853085246521057 0.0012455125396924069 0.0011561889919638568 0.0010225916014872096 0.0013382507824380311 0.001085341455153141 0.0010164780850845153 0.0012100531561995975 0.0013451386560179301 0.0017711291241045962 0.001486538648922273
leaf_count=491 453 171 39 329 242 77 169 47 258 58 70 155 46 143 373
internal_value=0 5.45122e-05 0.000564209 -1.18879e-05 4.40918e-05 -1.74691e-05 6.01833e-05 -2.36e-05 5.70353e-05 -0.000387642 0.000191994 1.65473e-05 -0.000340323 0.000519141 0.000361597
internal_weight=0 0.0190783 0.00219894 0.0168793 0.0153807 0.0142954 0.0126772 0.0114317 0.0104091 0.00242359 0.00798553 0.00519792 0.00255519 0.00278761 0.00264273
internal_count=3121 2630 210 2420 2091 1849 1396 1319 1272 316 956 743 201 213 542
is_linear=0
shrinkage=0.00181146


Tree=2691
num_leaves=14
num_cat=0
split_feature=1213 403 15 52 42 43 16 52 0 12 2 3 4
split_gain=0.000515159 0.00017238 0.000247041 0.000167399 0.000212395 0.000136461 0.000130732 0.000204329 0.000204008 0.000166628 0.000140838 0.000214598 0.000334865
threshold=-1.0000000180025095e-35 0.03138500000000001 0.088235000000000022 0.19022000000000003 -1.0000000180025095e-35 -0.14968999999999996 0.15891500000000003 0.0031350000000000002 -0.076234999999999983 0.097825000000000009 0.11389000000000002 0.090900000000000009 0.053180000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 4 -2 -6 7 8 10 -8 11 12 -7
right_child=1 2 -4 -5 5 6 9 -9 -10 -11 -12 -13 -14
leaf_value=-0.0011840473937754677 -0.00048043827178853587 -5.7971159006137742e-05 0.0010883567388133434 -0.00054568523485512186 0.00065284618128259018 -0.00081353556188969742 -0.00067397824510355517 0.00069417251477501445 0.0006421160361725363 0.00020604893011655093 -0.00053124561628528969 0.00049502230489677408 0.00032125478206846672
leaf_weight=0.0010007923546364378 0.0018850756253836936 0.0010832346795692253 0.0010244489231137077 0.0014818868003109434 0.0012227844824652606 0.0014132530578079188 0.0013446252658178845 0.0016285979623030505 0.0013097934750848196 0.0010919022419967721 0.0015006839941876966 0.0018915268541648267 0.0015025791063229058
leaf_count=491 474 171 39 329 83 440 278 257 225 58 116 79 81
internal_value=0 4.88865e-05 0.000499207 -9.44012e-06 4.42861e-05 0.00012093 6.52574e-05 0.000156132 4.11055e-05 -0.000279604 -8.36876e-05 5.60239e-05 -0.000228758
internal_weight=0 0.0183804 0.00210768 0.0162727 0.0147908 0.0129057 0.011683 0.00924643 0.00761784 0.00243653 0.00630804 0.00480736 0.00291583
internal_count=3121 2630 210 2420 2091 1617 1534 1198 941 336 716 600 521
is_linear=0
shrinkage=0.00167351


Tree=2692
num_leaves=14
num_cat=0
split_feature=403 403 12 0 160 160 0 1 1 2 15 3 13
split_gain=0.000182061 0.00022158 0.000145705 0.000180987 0.000226306 0.000168724 0.000164604 0.000162733 0.000154377 0.000164416 0.000125705 0.000178456 0.000279086
threshold=0.10301500000000001 0.03138500000000001 0.051320000000000005 -0.019414999999999998 -0.087429999999999994 -1.0000000180025095e-35 -0.10011499999999998 0.11061500000000002 0.094385000000000011 0.086285000000000014 0.091295000000000015 -0.10519499999999998 -0.082014999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 -4 7 8 9 -6 11 -7 -13
right_child=-2 -3 5 -5 6 10 -8 -9 -10 -11 -12 12 -14
leaf_value=0.0007851283577967567 -0.00077259872434635166 0.00073257940090334938 -0.00082501822523837955 0.0007941339689962806 0.00048844765706460946 0.0002390329514289024 -0.00070722417581848597 -0.00042846484964990348 0.00079235974718003038 -0.00057392267261603051 0.00040509449810596744 -1.3994389904845796e-05 -0.0011355405528996599
leaf_weight=0.0011884282892873077 0.0010415894265170941 0.001495454159 0.0013249085574784606 0.0012872007556543079 0.001047784145156383 0.0018548929379633675 0.0013063219686799609 0.0017231454300192656 0.001300600575300126 0.0010222508186625845 0.0014359417027737034 0.0018377132843942442 0.0013797414843736431
leaf_count=75 202 174 671 173 30 194 200 111 101 63 276 267 584
internal_value=0 3.75632e-05 -2.4641e-05 0.000140692 2.98526e-05 -0.000211979 -0.000110394 4.2666e-05 0.000283519 -3.61855e-05 -8.71807e-05 -0.00022654 -0.000494947
internal_weight=0 0.0182044 0.0167089 0.00887573 0.00758853 0.0078332 0.0064001 0.00509378 0.00337064 0.00207003 0.00650829 0.00507235 0.00321745
internal_count=3121 2919 2745 753 580 1992 505 305 194 93 1321 1045 851
is_linear=0
shrinkage=0.00188464


Tree=2693
num_leaves=14
num_cat=0
split_feature=403 52 39 48 48 474 160 3 0 0 12 43 160
split_gain=9.24727e-05 0.000104561 0.000128919 0.000161585 0.000154058 0.00015073 0.000188208 0.000153421 0.000209124 0.000173606 0.000110252 0.000135465 0.000103744
threshold=-1.0000000180025095e-35 -0.40306999999999998 0.085220000000000004 0.12649500000000002 0.097025000000000014 0.085070000000000021 -1.0000000180025095e-35 -0.077644999999999978 -0.10011499999999998 -0.11756999999999999 0.089410000000000003 -0.088704999999999992 -0.094954999999999984
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 5 6 12 10 9 -9 -8 -12 -3
right_child=1 2 -4 -5 -6 -7 7 8 -10 -11 11 -13 -14
leaf_value=-0.00051184994472976868 -0.00053204216736980892 -0.00015883163082814058 0.00048979572327322138 -0.00066095651051934162 0.00068559493752205812 0.00064280617890156652 -7.1210431610720543e-05 -0.00023907222780148463 -0.0006982266826309287 0.00064194609285422074 9.5315273106045704e-05 0.00090221311520587188 -0.00096523313423234618
leaf_weight=0.0011287241637380199 0.0010426058216968055 0.0010033399477498602 0.0018465744237722041 0.0011057443427278111 0.0010890650319306814 0.0010153796142536387 0.0017293684247885596 0.0018850778555388192 0.0016353474740571647 0.0011272689075856324 0.0012884186788101326 0.0013373744571885497 0.0010093746555958532
leaf_count=756 304 286 285 65 119 203 269 136 218 34 71 134 241
internal_value=0 1.29698e-05 4.83245e-05 -8.98065e-06 4.59674e-05 -1.1933e-05 -7.22847e-05 3.74755e-05 -0.000186946 9.06191e-05 0.000276971 0.000506286 -0.000563241
internal_weight=0 0.0171149 0.0160723 0.0142258 0.01312 0.012031 0.0110156 0.00900286 0.00464769 0.00301235 0.00435516 0.00262579 0.00201271
internal_count=3121 2365 2061 1776 1711 1592 1389 862 388 170 474 205 527
is_linear=0
shrinkage=0.00177594


Tree=2694
num_leaves=12
num_cat=0
split_feature=11 124 4 3 13 0 151 49 0 403 1
split_gain=4.38738e-05 4.76548e-05 7.291e-05 0.000122593 9.36911e-05 0.000148759 0.000105513 0.000127004 0.000125837 8.19733e-05 0.000139562
threshold=0.081790000000000015 -0.043384999999999993 -0.49405499999999997 -0.12018999999999998 -0.117405 -0.053834999999999994 -0.044604999999999992 -0.069799999999999987 -0.15350499999999997 0.03138500000000001 0.092390000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 -5 6 -6 -8 -9 10 -10
right_child=-2 2 3 4 5 -7 7 8 9 -11 -12
leaf_value=0.003089943916915798 -0.0027094357669977484 -0.0035093547669133038 0.0043485395416027394 0.0032730121204511183 -0.0036418831566519829 -0.0050450045994855953 -0.0036045128135022446 0.0058082231691841237 -0.0047356387993392401 0.0037182841518869593 0.00163374496345833
leaf_weight=0.0010062351621674898 0.0010651668754839147 0.0010517919366541681 0.0012592943248702681 0.0012712153335908893 0.0012414614823033328 0.001299325774529402 0.0010440922663624537 0.001101612832963287 0.0010405646722821361 0.0011018242631729049 0.0017709884616870872
leaf_count=255 175 91 156 161 314 173 95 72 1137 241 251
internal_value=0 0.000202906 -3.55609e-05 0.000292704 -0.000224716 -0.000741743 2.41369e-05 0.000775277 0.00168712 0.000527039 -0.000723584
internal_weight=0 0.0131884 0.0121822 0.0111304 0.00987109 0.00859987 0.00730054 0.00605908 0.00501499 0.00391338 0.00281155
internal_count=3121 2946 2691 2600 2444 2283 2110 1796 1701 1629 1388
is_linear=0
shrinkage=0.0138033


Tree=2695
num_leaves=11
num_cat=0
split_feature=474 52 52 52 42 42 3 2 2 0
split_gain=4.00755e-05 6.44503e-05 0.000124325 0.000121941 5.50745e-05 0.000179792 7.4063e-05 0.000167902 0.000154762 8.61277e-05
threshold=0.084660000000000027 -0.081429999999999989 -0.0027449999999999996 -0.24456499999999998 0.091545000000000015 0.08623500000000002 -0.059315 0.10613000000000002 1.0000000180025095e-35 -0.077809999999999976
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 -1 5 6 9 8 -8 -4
right_child=-2 2 4 -5 -6 -7 7 -9 -10 -11
leaf_value=-0.0014532185804406745 0.0027365797911578587 -0.0048851153194385032 -0.0062453374251940372 0.0051279278406431749 -0.0026097603734034367 0.0060141938777362163 -0.00066887311363515527 -0.002914516116130431 0.0078735522842761797 0.00014281645551479156
leaf_weight=0.0013502035717899456 0.0011729654376202133 0.0015494740489621602 0.0010062720478862415 0.001371243885514949 0.0017066819262891051 0.0011881965573691498 0.0010082949867811324 0.001718630059616328 0.001042154531836946 0.0010340576732161078
leaf_count=284 344 353 567 324 476 278 80 145 97 173
internal_value=0 -0.000263781 -0.000828195 0.0018628 -0.000106011 0.000504641 -0.000622226 0.000669145 0.00367287 -0.00300776
internal_weight=0 0.0129752 0.0102538 0.00272145 0.00870429 0.00699761 0.00580941 0.00376908 0.00205045 0.00204033
internal_count=3121 2777 2169 608 1816 1340 1062 322 177 740
is_linear=0
shrinkage=0.0155448


Tree=2696
num_leaves=16
num_cat=0
split_feature=403 52 1 48 50 3 47 1 2 52 3 133 0 15 15
split_gain=0.000119835 0.000136911 0.00019204 0.0001996 0.000156665 0.000155619 0.000182967 0.000231655 0.000204605 0.00019664 0.000151664 0.000194448 0.000263775 6.4188e-05 2.45185e-05
threshold=-1.0000000180025095e-35 -0.40306999999999998 0.14000500000000002 0.12649500000000002 0.088535000000000016 -0.15121499999999996 0.096175000000000024 0.10557500000000002 0.10613000000000002 -0.085984999999999992 -0.08824499999999999 0.083950000000000011 -0.10011499999999998 -0.095869999999999983 -0.049819999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 5 -3 7 8 9 -7 -11 12 13 -12 -9
right_child=1 2 -4 -5 -6 6 -8 14 -10 10 11 -13 -14 -15 -16
leaf_value=-0.00052371590450421058 -0.00054653350389807678 0.00063576776168793026 0.00073104781930123999 -0.00069508967929075502 -0.00045743029541739984 -0.00052790964912144639 -0.00053362145266836836 0.00075709415913060999 -0.00061370969467938275 -0.00029181132409805504 0.00019807281289788693 0.0009239729044082781 -0.00054331137927769735 0.00072254150178397531 0.00040928172900739476
leaf_weight=0.0011677939820505167 0.0010825472557673991 0.001380187569655955 0.0010609456296015425 0.0010116305775786918 0.0014291062268024729 0.0011061072828045995 0.0012744030643554441 0.0011945935935593699 0.0012456460537840358 0.0012155749228950396 0.0013206726731964658 0.0012146682525136752 0.001014580680038461 0.0011979543789220099 0.0010042160856628679
leaf_count=756 304 95 117 71 353 180 116 187 119 138 55 221 279 57 73
internal_value=0 1.88736e-05 5.55904e-05 9.68053e-06 5.85216e-05 0.000114515 5.34863e-05 0.00012465 -5.84455e-07 0.000107447 0.000225294 0.000357686 0.000163004 0.00044753 0.000598245
internal_weight=0 0.0177528 0.0166703 0.0156093 0.0145977 0.0131686 0.0117884 0.010514 0.0083152 0.00706956 0.00596345 0.00474788 0.00353321 0.00251863 0.00219881
internal_count=3121 2365 2061 1944 1873 1520 1425 1309 1049 930 750 612 391 112 260
is_linear=0
shrinkage=0.0016407


Tree=2697
num_leaves=11
num_cat=0
split_feature=1 42 13 133 1 12 0 151 16 2
split_gain=4.69321e-05 6.18526e-05 7.62276e-05 9.84579e-05 7.13723e-05 5.47983e-05 7.33397e-05 0.000108207 9.41011e-05 7.01201e-05
threshold=0.090405000000000013 -1.0000000180025095e-35 -0.029529999999999997 0.083950000000000011 0.078340000000000007 -0.010834999999999999 -0.053834999999999994 -0.0083949999999999979 -0.056919999999999991 0.090425000000000019
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 -4 -2 7 -7 9 -9
right_child=5 2 4 -5 -6 6 -8 8 -10 -11
leaf_value=-0.0047493340622708578 0.0037077101735884192 -0.0050903116291681491 0.0042235546313264009 0.0010282730454859298 -0.0015036999738571423 -0.0034559180967180299 -0.0038017586836949237 0.0017842089427865303 -0.0016353573089866627 0.0073486152965778224
leaf_weight=0.0010735167164263332 0.0015518325979111333 0.0015527086879840964 0.0014649057071505194 0.0014306481752251823 0.0010631013055150684 0.0011596931730160076 0.0010836667679705028 0.0014902446054245178 0.0011282921852319855 0.0011253476627685055
leaf_count=706 332 494 100 586 114 130 222 158 186 93
internal_value=0 -0.00105433 -0.000334609 -0.00215619 0.00181508 0.000889976 0.000159648 0.0010351 0.00242622 0.00417827
internal_weight=0 0.00658488 0.00551136 0.00298336 0.00252801 0.00753908 0.00598724 0.00490358 0.00374388 0.00261559
internal_count=3121 2000 1294 1080 214 1121 789 567 437 251
is_linear=0
shrinkage=0.0168261


Tree=2698
num_leaves=15
num_cat=0
split_feature=403 403 48 50 4 15 151 52 0 0 12 1 12 49
split_gain=0.00012925 0.000179064 0.000116401 0.000205528 0.000213391 0.00015998 0.000180466 0.000173241 0.00019464 0.000237125 0.000300358 0.000206332 9.84071e-05 8.64422e-05
threshold=0.10301500000000001 0.08332500000000001 0.12879500000000002 0.088425000000000017 0.40473500000000007 -0.11713499999999999 -0.024429999999999997 0.11434500000000002 -0.019414999999999998 -0.10096999999999999 0.091475000000000015 0.095025000000000012 0.085635000000000003 -0.047584999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 -1 13 8 9 11 -11 -8 -10 -7
right_child=-2 -3 -4 -5 -6 6 7 -9 12 10 -12 -13 -14 -15
leaf_value=-0.00060330642957523179 -0.00057832080338573381 0.00065906069184342288 -0.0005148253687108095 -0.00063742863886396422 0.00067579799679568203 0.00081344096438928123 -0.00013280611024318854 -0.00064949858246655457 0.00079673857036370555 -0.00099133699969528987 0.00013236575256960539 0.00074542767220600289 0.00012951172783506656 0.00016418453116331583
leaf_weight=0.0010655113991250133 0.001023066769476842 0.0011109697384846439 0.001194177207443802 0.0011890717886990651 0.0014205706308059391 0.0010833612586435698 0.0020026912285698887 0.0011033471651632635 0.0011004984438398287 0.0014303311210969744 0.0011592928002352402 0.0011244324959450713 0.0012954723369928978 0.001125496964311694
leaf_count=170 202 112 86 483 238 164 115 215 71 632 343 64 96 130
internal_value=0 2.17391e-05 -2.17146e-05 1.72827e-05 7.32455e-05 4.71558e-06 6.14209e-05 -3.95299e-05 4.34272e-05 -0.000121096 -0.000488291 0.000182984 0.000435977 0.00048262
internal_weight=0 0.0174052 0.0162943 0.0151001 0.013911 0.0124904 0.0114249 0.00921607 0.00811272 0.00571675 0.00258962 0.00312712 0.00239597 0.00220886
internal_count=3121 2919 2807 2721 2238 2000 1830 1536 1321 1154 975 179 167 294
is_linear=0
shrinkage=0.0016407


Tree=2699
num_leaves=16
num_cat=0
split_feature=403 403 124 47 4 12 4 151 43 3 47 1 1 12 51
split_gain=0.000203235 0.000187323 0.000117681 0.000133213 0.000198843 0.000279702 0.000170727 0.000200684 0.000182525 0.00022276 0.000162055 0.000208056 0.000150724 0.000149364 8.10925e-05
threshold=0.10301500000000001 0.08332500000000001 1.0000000180025095e-35 0.12431000000000002 0.24564500000000003 0.10193000000000001 0.055260000000000011 -0.086654999999999982 -0.15582499999999996 0.092670000000000016 0.086010000000000017 0.086560000000000012 0.111945 0.084100000000000022 0.092790000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 7 -1 -9 10 11 13 -6 -10 -11
right_child=-2 -3 -4 -5 12 -7 -8 8 9 14 -12 -13 -14 -15 -16
leaf_value=0.00077417914260964052 -0.00079179790420796513 0.00071348294557055066 0.00058049829171116112 -0.00066619186122019618 2.1561465297062611e-05 -0.00099965409364540631 -0.00058060601615367833 0.00065568138231747594 0.00024289459968760015 0.00066749871769161196 0.00025981192825825871 -0.0011379679270570801 0.00080360690084852989 -0.00066381412533163817 -3.6109175507228917e-05
leaf_weight=0.0011330046996457831 0.0010522821333937794 0.0012171079619651545 0.0010015818930230831 0.0011058565174504311 0.0017571676689399204 0.0010873279010314681 0.0016010870709427952 0.0010686024821180435 0.0011355708308548713 0.0011318245888145562 0.0010449561172634625 0.0012804830690175857 0.0014981589654838399 0.0012550717295654432 0.0010236052819623254
leaf_count=173 202 112 74 74 127 261 167 73 198 92 128 390 208 786 56
internal_value=0 2.68098e-05 -2.19954e-05 -5.94238e-05 -1.47408e-05 -0.000124404 -3.52463e-05 6.09905e-05 -4.0777e-05 -0.000149085 -0.000369579 -0.000548731 0.000381473 -0.000233122 0.000333358
internal_weight=0 0.0183414 0.0171243 0.0161227 0.0150169 0.0117615 0.0106742 0.00907312 0.00794011 0.00687151 0.00471608 0.00367113 0.00325533 0.00239064 0.00215543
internal_count=3121 2919 2807 2733 2659 2324 2063 1896 1723 1650 1502 1374 335 984 148
is_linear=0
shrinkage=0.00181146


Tree=2700
num_leaves=15
num_cat=0
split_feature=1213 403 12 50 15 15 13 0 43 0 16 2 0 1
split_gain=0.000455398 0.000152041 0.000181925 0.000117626 0.000173256 0.000236979 0.000209891 0.000210557 0.000200115 0.000229512 0.000198513 0.000240102 0.000149585 7.62112e-05
threshold=-1.0000000180025095e-35 0.03138500000000001 0.088930000000000023 0.079410000000000008 -0.24436499999999997 -0.11713499999999999 0.11596500000000001 -0.10096999999999999 -0.074359999999999996 -0.036484999999999997 -0.014754999999999999 0.092875000000000013 -0.019414999999999998 0.091900000000000023
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 4 -2 -6 7 10 -9 -10 11 13 -8 -7
right_child=1 2 -4 -5 5 6 12 8 9 -11 -12 -13 -14 -15
leaf_value=-0.0011085477452395143 0.00068199189326908073 -4.4123972991686533e-05 0.00094154881796405896 -0.00043746810745636975 -0.00064110945223766122 0.00065061578441444735 0.00012210977156845991 0.00013430576295384657 -0.0011666267202837895 -0.00021194945532086189 0.00083109154144394399 -0.00049629475033651643 0.00097540702679257084 6.3842066515726835e-05
leaf_weight=0.0010205614787865509 0.0010686072576744426 0.0010177935906113223 0.0010818580886918922 0.0016554741987395696 0.0015191218919196831 0.0011886930499955817 0.0012549436450105533 0.0019134699811703001 0.0011019255838425261 0.0019591815717029514 0.0010788149964917068 0.0015407476567773776 0.0010624980099169781 0.0012955795883295984
leaf_count=491 194 117 93 499 167 59 68 527 465 173 82 125 25 36
internal_value=0 3.93941e-05 0.00046375 -1.41546e-05 3.26155e-05 -1.72536e-05 5.92004e-05 -4.52223e-05 -0.000290234 -0.000555611 0.000193585 2.27154e-05 0.000513329 0.000344606
internal_weight=0 0.0187387 0.00209965 0.0166391 0.0149836 0.013915 0.0123959 0.0100784 0.00497458 0.00306111 0.00510384 0.00402502 0.00231744 0.00248427
internal_count=3121 2630 210 2420 1921 1727 1560 1467 1165 638 302 220 93 95
is_linear=0
shrinkage=0.00167351


Tree=2701
num_leaves=16
num_cat=0
split_feature=1213 124 403 123 42 48 457 12 160 484 3 0 151 1 4
split_gain=0.000438136 0.000166979 0.000177056 0.000231203 0.000336814 0.000220054 0.000257108 0.000185802 0.000167321 0.000227616 0.00017692 0.000197637 0.00019819 0.000252834 0.000195292
threshold=-1.0000000180025095e-35 0.0049200000000000008 0.03138500000000001 1.0000000180025095e-35 -1.0000000180025095e-35 0.12649500000000002 0.080930000000000016 0.088930000000000023 -1.0000000180025095e-35 0.082450000000000009 -0.11255999999999998 -0.053834999999999994 -0.0017399999999999998 0.10089500000000001 0.053180000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 6 8 -4 9 -6 -10 12 -12 14 -14
right_child=1 -3 7 -5 5 -7 -8 -9 10 -11 11 -13 13 -15 -16
leaf_value=-0.0011088224327374051 -0.00094469650000197415 0.00071399599705671978 -4.4126652653208086e-05 0.00071676742419067672 -0.00097339447035588297 -0.00075854104530419047 0.00059465820979738169 0.00096065086697093717 0.00048839204042822179 0.00011921021899716728 -0.00059713458787355738 -0.00069019160311152984 -0.00065357416726717047 0.00080317282481764236 0.00037564995982042055
leaf_weight=0.001013305392124019 0.0012961437250076065 0.0010233276890188421 0.0010591598213773651 0.0010456970429313069 0.0012480221919848643 0.0011152201070786525 0.0019906456383193003 0.00108618509616909 0.001939970131853627 0.0010012994280104992 0.0010366502646281381 0.0013117855706625174 0.0010373398585734198 0.0014418941754934245 0.0011141334556670768
leaf_count=491 482 71 113 216 427 68 154 93 160 184 107 115 292 93 55
internal_value=0 4.35514e-05 4.84233e-06 -5.84693e-05 -0.00011425 -3.29336e-05 3.38235e-05 0.000464591 -7.63742e-05 -0.000487015 4.08155e-05 -0.000105316 6.0392e-05 0.000250082 -0.000120594
internal_weight=0 0.0187475 0.0177241 0.0155788 0.0145331 0.013237 0.0121217 0.00214534 0.0101311 0.00224932 0.00788177 0.0059418 0.00463002 0.00359337 0.00215147
internal_count=3121 2630 2559 2353 2137 1655 1587 206 1433 611 822 662 547 440 347
is_linear=0
shrinkage=0.00170698


Tree=2702
num_leaves=11
num_cat=0
split_feature=1 0 2 3 42 133 160 16 0 13
split_gain=4.19164e-05 9.98611e-05 9.6504e-05 0.000136934 7.96656e-05 8.95778e-05 9.2642e-05 7.74941e-05 0.000133191 2.26645e-05
threshold=0.104035 -0.036484999999999997 1.0000000180025095e-35 0.11924500000000002 0.092395000000000019 0.083950000000000011 -0.025879999999999997 -0.056919999999999991 -0.10224499999999999 -0.082199999999999981
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=4 2 -2 -4 5 6 -1 8 -8 -7
right_child=1 -3 3 -5 -6 9 7 -9 -10 -11
leaf_value=0.0022279501334390201 -0.0032429656068007815 0.0048655853036378306 0.0049621627386781421 -0.0013717326110880637 -0.004124640487143949 0.0010106065417232793 -0.004008175556673689 -0.0048871880261847859 0.0023693541011311704 0.0040901206147527435
leaf_weight=0.0013987032419598188 0.001366594984900665 0.0011308496712098791 0.0013255418865847626 0.0016366422804153236 0.0012158613173156897 0.0010381894737429233 0.0013567418468898311 0.0014359458333448533 0.0014574556693613696 0.001013316996339494
leaf_count=344 171 176 196 148 459 333 130 336 532 296
internal_value=0 0.000989617 -2.29399e-05 0.00146261 -0.000640129 -8.99358e-05 -0.00104204 -0.00211818 -0.000705292 0.0025317
internal_weight=0 0.00545963 0.00432878 0.00296218 0.00891621 0.00770035 0.00564885 0.00425014 0.0028142 0.00205151
internal_count=3121 691 515 344 2430 1971 1342 998 662 629
is_linear=0
shrinkage=0.0146482


Tree=2703
num_leaves=14
num_cat=0
split_feature=50 15 15 151 12 15 4 42 133 15 4 48 16
split_gain=9.76349e-05 0.000119055 0.000145682 0.000133233 0.000111193 0.000197388 0.000178724 0.000135618 0.000121732 0.000113338 0.000192579 0.000124882 0.000102866
threshold=0.10124500000000002 -0.24436499999999997 -0.11713499999999999 -0.086944999999999981 0.088305000000000008 0.024640000000000006 0.16173500000000005 0.084635000000000016 0.09112000000000002 -0.016799999999999995 -0.059649999999999988 0.091545000000000015 -0.056919999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 5 9 7 8 -6 11 -11 12 -5
right_child=-2 2 3 4 6 -7 -8 -9 -10 10 -12 -13 -14
leaf_value=0.00061287068380070731 -0.0005163395418362138 -0.0005286060436954156 0.00061200235025302878 -9.9275225746856173e-05 -0.00060716566212378311 -0.00070799890699752065 0.00078121077533232467 0.00035837275905949498 0.00018747797096384789 -0.00012676207368778275 0.00087548089455032746 0.00028374148278521757 -0.00084099333275476586
leaf_weight=0.0010189575571954981 0.0010291965562922124 0.0014416474429115146 0.0011820328569531182 0.0012669733627072963 0.0013315285589913621 0.001480861904106171 0.0012005004774739148 0.0019845948446684976 0.0010415408184487468 0.0013797274670218351 0.0010041955901182766 0.0010945085861512327 0.0010257320720874923
leaf_count=220 375 214 177 148 369 495 64 501 119 110 97 86 146
internal_value=0 3.64474e-05 -1.60864e-06 5.26891e-05 1.07954e-06 -0.000140933 0.00018637 2.24965e-05 -0.000258396 4.57475e-06 0.000295419 -0.000200122 -0.000431112
internal_weight=0 0.0164528 0.0154338 0.0139922 0.0128102 0.007252 0.00555816 0.00435766 0.00237307 0.00577114 0.00238392 0.00338721 0.00229271
internal_count=3121 2746 2526 2312 2135 1082 1053 989 488 587 207 380 294
is_linear=0
shrinkage=0.00174112


Tree=2704
num_leaves=12
num_cat=0
split_feature=11 52 52 4 4 42 0 0 2 49 15
split_gain=4.1566e-05 5.4372e-05 8.72638e-05 8.56009e-05 0.000117222 0.000105052 0.000104352 0.000188054 0.00017048 0.000152392 9.2018e-05
threshold=0.081790000000000015 0.19022000000000003 0.10347000000000002 -0.35136499999999998 -0.083854999999999985 0.09796500000000001 -0.10011499999999998 -0.076899999999999982 0.11215000000000001 -0.066894999999999982 -0.095869999999999983
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -5 6 8 -8 9 -6 -11
right_child=-2 -3 -4 4 5 -7 7 -9 -10 10 -12
leaf_value=-0.0035010744894745736 -0.0027479964666852065 -0.0028851593418611448 0.0039951316953183739 0.0045938358010624136 -0.00257251268892204 0.0042260123926480455 -0.0073565469977397054 0.00053556345088405836 -0.0040629231619126148 0.0015701997585497143 0.0070139990917115584
leaf_weight=0.0012372203983572793 0.0010647199515344532 0.0010814579122582291 0.0012976196050771592 0.0012609856996457476 0.0010322812808171017 0.0010168211944277927 0.0011485051705571805 0.0013600383810382947 0.0012437700626571312 0.0014659572367244356 0.0011370934681002092
leaf_count=122 175 341 228 364 74 266 869 347 130 118 87
internal_value=0 0.000201036 0.000474603 5.55949e-05 0.000510864 -0.000101735 -0.000697398 -0.00307774 0.000526433 0.00209661 0.00394822
internal_weight=0 0.0132818 0.0122003 0.0109027 0.00966545 0.00840447 0.00738765 0.00250854 0.0048791 0.00363533 0.00260305
internal_count=3121 2946 2605 2377 2255 1891 1625 1216 409 279 205
is_linear=0
shrinkage=0.0143609


Tree=2705
num_leaves=15
num_cat=0
split_feature=1213 0 403 52 4 0 42 47 52 4 51 2 47 49
split_gain=0.000654097 0.00015162 0.000292427 0.000197889 0.00053047 0.000200442 0.000298222 0.000177426 0.000253973 0.000307098 0.000129048 0.000115752 7.99732e-05 7.14534e-05
threshold=-1.0000000180025095e-35 0.18019500000000002 0.03138500000000001 0.10160000000000001 -0.0086549999999999978 -0.019414999999999998 -1.0000000180025095e-35 1.0000000180025095e-35 0.0031350000000000002 -0.034939999999999992 0.086685000000000012 0.11093500000000002 0.10589000000000001 -0.0090649999999999984
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 5 -5 6 -2 8 9 -8 11 13 -9 -11
right_child=1 -3 -4 4 -6 -7 7 12 -10 10 -12 -13 -14 -15
leaf_value=-0.0012994224935526733 -0.00081873384175765759 0.00064816647840862125 0.00064401974495686216 -0.0013745535463370688 0.00010930462623672455 0.00053672768406631821 -0.0007619476607173926 -0.00056034040088988096 0.00098502874712516468 0.00090765163927382223 -0.00020047274083748585 -2.8644063653456758e-05 -2.151818577136914e-05 0.00031240068291045302
leaf_weight=0.0010990001433615086 0.0013205994771380838 0.0011761001898833471 0.0019325922943690876 0.0011343256666503723 0.001841843724056067 0.0019467198358396028 0.0010796767073674995 0.0015913612366068031 0.0010163284031273027 0.001274387410491914 0.0013678978125046953 0.0011417717878722238 0.0016193692720097366 0.0010903301110770395
leaf_count=491 420 36 202 256 218 250 200 114 135 166 100 137 134 262
internal_value=0 5.40103e-05 1.59442e-05 -5.79579e-05 -0.000456247 3.01844e-05 -5.55504e-05 4.34426e-05 0.00019638 6.17614e-05 0.000244213 0.000417687 -0.000288579 0.000633192
internal_weight=0 0.0195333 0.0183572 0.0164246 0.00297617 0.0134484 0.0115017 0.0101811 0.00697039 0.00595406 0.00487439 0.00350649 0.00321073 0.00236472
internal_count=3121 2630 2594 2392 474 1918 1668 1248 1000 865 665 565 248 428
is_linear=0
shrinkage=0.00170698


Tree=2706
num_leaves=15
num_cat=0
split_feature=403 403 0 4 157 49 151 48 1 16 0 43 0 2
split_gain=0.000155515 0.000225517 0.000143268 0.000183365 0.000258058 0.000137985 0.000209476 0.000179478 0.000165976 0.000159122 0.000144952 0.000121084 0.000135825 0.00011713
threshold=0.10301500000000001 0.08332500000000001 0.15398500000000004 -0.064804999999999988 -0.077384999999999995 -0.043469999999999995 -0.073794999999999986 0.091220000000000009 0.12408500000000001 -0.056919999999999991 -0.10224499999999999 -0.084004999999999982 -0.036484999999999997 0.096540000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 11 -5 6 -6 -8 9 10 13 -1 -13 -7
right_child=-2 -3 -4 4 5 8 7 -9 -10 -11 -12 12 -14 -15
leaf_value=4.7876598904601937e-05 -0.00064682414132016417 0.00074002349937373824 0.00051421497966387046 0.00082532825898836142 0.000856145780823515 -0.0007781749565529643 -0.00042513198208817015 0.00051050942142995249 0.00025229846815976245 -0.00077200761096572854 0.00035976716795983125 -0.00099931347797821294 -0.00022567891634796408 -2.5575392833363883e-05
leaf_weight=0.0012231900143055141 0.0010734350937107512 0.0011904054819633419 0.0013075744996621742 0.0010846558149543778 0.0010738197615753342 0.001122069916548063 0.0014757828429697488 0.0010036419942738295 0.0018653727264706099 0.0016893966464192152 0.001159765573703524 0.0012860114324029885 0.001361108467822887 0.0013014179091537584
leaf_count=199 202 112 48 292 143 68 112 52 180 509 266 670 175 93
internal_value=0 2.184e-05 -2.8587e-05 -7.39496e-05 3.19897e-05 -4.84965e-05 0.00022636 -4.63954e-05 -0.000185318 -0.000340139 -0.000136525 -0.000396283 -0.000601522 -0.000374027
internal_weight=0 0.0181442 0.0169538 0.0156462 0.0117759 0.0106913 0.00355324 0.00247942 0.00713802 0.00527265 0.00358325 0.00387031 0.00264712 0.00242349
internal_count=3121 2919 2807 2759 1715 1423 307 164 1116 936 427 1044 845 161
is_linear=0
shrinkage=0.00170698


Tree=2707
num_leaves=11
num_cat=0
split_feature=1 16 43 3 147 15 2 0 1 0
split_gain=4.66108e-05 9.13815e-05 0.000137353 7.17821e-05 6.86621e-05 8.93238e-05 8.75936e-05 0.000174932 0.000187222 0.00010131
threshold=0.077565000000000009 0.19444000000000003 -0.088704999999999992 -0.082974999999999979 1.0000000180025095e-35 0.035560000000000008 1.0000000180025095e-35 -0.14794999999999997 0.11103500000000001 -0.055064999999999996
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 5 6 9 8 -8 -2
right_child=4 -3 3 -5 -6 -7 7 -9 -10 -11
leaf_value=-0.0063529575751989009 -0.0033145810440647016 0.001860131269686986 0.0021194880471675347 -0.0026204396190166587 0.003758037415327097 -0.0030593893847879771 0.0026651369608569351 0.0053862206375682106 -0.0045399421587622741 0.0019291784654246679
leaf_weight=0.0010546882242296668 0.0016413181014065699 0.0013555155930189879 0.0010670668816228318 0.0012954560740335336 0.0010679165416146554 0.0013618363214735769 0.0016738668781780272 0.0016538095189005632 0.0010908934075935378 0.0011457371747306093
leaf_count=303 292 196 474 663 139 371 115 398 58 112
internal_value=0 -0.00111299 -0.00229234 -0.000479584 0.000522367 0.000119048 0.00071976 0.00190475 -0.000177776 -0.00115891
internal_weight=0 0.00477273 0.00341721 0.00236252 0.00963538 0.00856746 0.00720563 0.00441857 0.00276476 0.00278706
internal_count=3121 1636 1440 1137 1485 1346 975 571 173 404
is_linear=0
shrinkage=0.0135326


Tree=2708
num_leaves=15
num_cat=0
split_feature=50 48 4 15 48 150 0 13 15 16 16 15 133 1
split_gain=0.000103119 0.000125949 0.000199484 0.00015073 0.000165346 0.000124709 0.00012696 0.000173606 9.97287e-05 0.000248683 0.000183739 0.000130419 0.00014355 5.47481e-05
threshold=0.10124500000000002 0.12474000000000002 0.40473500000000007 -0.11713499999999999 0.092475000000000016 0.086615000000000011 -0.10011499999999998 -0.086589999999999986 -0.016799999999999995 0.38525000000000004 0.15891500000000003 0.088655000000000025 0.061605000000000007 0.089770000000000016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 6 7 -5 -8 10 11 12 -10 -9
right_child=-2 -3 -4 4 -6 -7 8 13 9 -11 -12 -13 -14 -15
leaf_value=-0.00066289532656123524 -0.00058177069700682694 -0.00061562046353898605 0.00072780551479788898 -0.00028011276686394616 0.00073017222232225638 -0.00052022245249289546 -0.00054171839336646403 0.00030364346611832474 -0.00010272566110471399 0.00081912336305594853 -0.00081432498127366796 -0.00047412059867987328 0.00081325375190392129 0.00084145495751289129
leaf_weight=0.0010956401022014237 0.0010310151012824743 0.0010005134641284377 0.0013941016694958277 0.0011052361973226121 0.001117966616226985 0.001453457422716767 0.0013441522473309061 0.0011968942770580497 0.0013774134199368449 0.0010737246970424774 0.0011336370300201182 0.0011382700444735293 0.0010141721499229983 0.0014044733724009051
leaf_count=196 375 63 259 87 127 214 422 96 409 91 66 493 158 65
internal_value=0 2.01813e-05 6.03178e-05 -4.0574e-06 4.99757e-05 -1.21443e-05 5.63088e-05 0.000333362 -8.87091e-05 1.74249e-05 -0.000167159 4.06833e-05 0.000285703 0.000594007
internal_weight=0 0.0168497 0.0158491 0.014455 0.0133594 0.0122414 0.010788 0.0037066 0.00708137 0.00573722 0.00466349 0.00352986 0.00239159 0.00260137
internal_count=3121 2746 2683 2424 2228 2101 1887 248 1639 1217 1126 1060 567 161
is_linear=0
shrinkage=0.00184769


Tree=2709
num_leaves=16
num_cat=0
split_feature=50 48 4 15 48 52 1 133 3 2 3 51 151 0 0
split_gain=0.000173367 0.000293994 0.000324647 0.000171876 0.000293914 0.000142809 0.000248973 0.000192853 0.000240999 0.000217106 0.000208199 0.000176554 0.000169142 0.000338279 0.000126805
threshold=0.10647500000000001 0.12737000000000001 0.40473500000000007 -0.13578499999999996 0.093265000000000015 -0.088204999999999992 0.11588000000000001 0.10722500000000001 0.10542000000000001 0.095195000000000016 -0.079379999999999992 -0.095144999999999993 -0.0067699999999999991 -0.10224499999999999 -0.083914999999999976
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 11 7 8 9 12 -11 -5 -7 -14 -15
right_child=-2 -3 -4 4 -6 6 -8 -9 -10 10 -12 -13 13 14 -16
leaf_value=-0.00069489166827928727 -0.00070871438624554861 -0.00087662951367705768 0.00080392181868758883 5.5361585667560016e-05 0.00091101251616935238 0.00065898769854260992 0.00080349991229118731 -0.00069581387844995122 0.00081867488203273475 6.3598044106082742e-05 -0.0010258382211807528 -0.00079986714773865313 -0.00090051791979433118 0.00057550268667160964 -0.00013258499767992559
leaf_weight=0.0010000898997157377 0.0010198716111393417 0.0010294583005525651 0.0017005834838432965 0.0015068733100126776 0.0011145067771469739 0.00140962832265157 0.0012522353829064756 0.0011349522171059953 0.0011267985330647434 0.001000882457592403 0.0011346139809049194 0.0014226012875184638 0.0010360402513761562 0.0016643770683598125 0.0014214968353573089
leaf_count=170 333 58 262 218 127 153 65 294 29 82 141 299 98 388 404
internal_value=0 2.82029e-05 8.01667e-05 4.30854e-06 5.02371e-05 -1.77505e-05 7.19076e-05 -2.03621e-05 6.68132e-05 -4.36853e-05 -0.000515232 -0.000359952 0.000138359 -3.96875e-05 0.000249325
internal_weight=0 0.0189551 0.0179257 0.0162251 0.015225 0.0141105 0.011181 0.00992879 0.00879384 0.00766704 0.0021355 0.00292947 0.00553154 0.00412191 0.00308587
internal_count=3121 2788 2730 2468 2298 2171 1654 1589 1295 1266 223 517 1043 890 792
is_linear=0
shrinkage=0.00174112


Tree=2710
num_leaves=12
num_cat=0
split_feature=47 4 1 16 48 4 13 4 52 4 151
split_gain=4.34118e-05 7.88802e-05 0.000132035 8.54192e-05 0.000109404 0.000108808 8.89341e-05 0.000172446 0.000101088 0.000112284 4.16926e-05
threshold=0.13148500000000005 0.24564500000000003 0.111945 -0.094359999999999986 0.084855000000000014 1.0000000180025095e-35 -0.033284999999999988 -0.077679999999999985 0.08976000000000002 -0.04890499999999999 -0.0052199999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 5 6 -1 7 -5 9 -8 -6
right_child=-2 2 -4 4 10 -7 8 -9 -10 -11 -12
leaf_value=0.00063171528790165806 -0.0024188773123508191 -0.000490337685897053 0.0049503477363231456 0.00042816584069198916 0.0044282145090962077 -0.0042655070275171318 -0.0036317281297268129 -0.0058959947630505775 0.0036569056485317272 0.0016568368760347045 0.0010509890077508137
leaf_weight=0.0011520877168362956 0.001011614755931812 0.0013807805891680048 0.0012072042412388172 0.0014987055936045469 0.0010172822192044892 0.0015187490253281265 0.0010403659353304512 0.0010650542960320042 0.0011549602785738342 0.0013092182114575355 0.0010970869209850813
leaf_count=171 65 147 264 320 187 213 505 709 157 185 198
internal_value=0 0.000162401 0.00204755 -0.000287107 0.000321939 -0.00215305 -0.000498235 -0.00219906 0.000746007 -0.000684872 0.00267587
internal_weight=0 0.0134415 0.00258798 0.0108535 0.00818267 0.00267084 0.0060683 0.00256376 0.00350454 0.00234958 0.00211437
internal_count=3121 3056 411 2645 2261 384 1876 1029 847 690 385
is_linear=0
shrinkage=0.0120166


Tree=2711
num_leaves=11
num_cat=0
split_feature=41 2 52 52 15 4 15 42 49 15
split_gain=4.44434e-05 6.25108e-05 7.50627e-05 8.0951e-05 7.10937e-05 0.000194086 0.000238017 0.000152415 0.000135773 0.000174913
threshold=1.0000000180025095e-35 -1.0000000180025095e-35 0.19022000000000003 0.11008000000000001 -0.016799999999999995 -0.35136499999999998 0.024640000000000006 0.081660000000000024 -0.043469999999999995 -0.10653
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 8 -6 -7 -8 -3 -10
right_child=-2 2 -4 -5 5 6 7 -9 9 -11
leaf_value=0.0034699838042656756 -0.002719474860392374 0.0021087483759440161 -0.0037400631263954909 0.0040034888583040549 -0.0037929971163474805 0.0071563127417198407 -0.0030642664707190644 0.0034868857638878691 -7.6823144650954971e-05 -0.0067831968560610779
leaf_weight=0.0010701960231745524 0.0011147906590059384 0.0014649284528747766 0.0010174420122049362 0.0010358225094108673 0.001308407401671821 0.0014012746428086441 0.001477193393685715 0.0013449124066546581 0.0017167951493108104 0.0013992592406289993
leaf_count=175 173 179 331 157 157 226 489 401 294 539
internal_value=0 0.000207703 -7.9266e-05 0.000254825 -0.00012914 0.000945122 0.002413 5.77731e-05 -0.00142637 -0.00308831
internal_weight=0 0.0132362 0.012166 0.0111486 0.0101128 0.00553179 0.00422338 0.00282211 0.00458098 0.00311605
internal_count=3121 2948 2773 2442 2285 1273 1116 890 1012 833
is_linear=0
shrinkage=0.0140794


Tree=2712
num_leaves=10
num_cat=0
split_feature=1 52 3 0 4 13 3 12 15
split_gain=5.00196e-05 0.000127534 0.000151114 0.00015856 0.000175167 0.000106074 8.28698e-05 5.8169e-05 0.000124692
threshold=0.10752500000000002 0.11434500000000002 0.090900000000000009 -0.084269999999999984 0.053180000000000012 -0.059629999999999996 0.11296500000000002 0.085885000000000017 0.088235000000000022
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 -2 -7 -5 -9
right_child=5 -3 -4 7 -6 6 -8 8 -10
leaf_value=-0.0068134964872426079 0.0041705270547979902 -0.0047162953124082908 0.0036136892539398637 0.0036139438260925504 0.00027855728162389963 0.0017373501645904406 -0.0030815245789030101 -0.0038549324460130365 0.002843671974257386
leaf_weight=0.0015340942673604408 0.001620722517055492 0.0013406132912973665 0.001899899662378024 0.001201904138558918 0.0013505690987147684 0.0016645085415822004 0.0013193700092841709 0.00107498016797615 0.0012275644161896127
leaf_count=783 310 390 129 195 179 218 62 493 362
internal_value=0 -0.000606772 5.78767e-05 -0.000999498 -0.00349307 0.00121301 -0.000393393 0.00105307 -0.00028368
internal_weight=0 0.00962963 0.00828901 0.00638911 0.00288466 0.0046046 0.00298388 0.00350445 0.00230254
internal_count=3121 2531 2141 2012 962 590 280 1050 855
is_linear=0
shrinkage=0.0143609


Tree=2713
num_leaves=15
num_cat=0
split_feature=1213 11 4 15 133 16 2 15 52 150 49 16 52 52
split_gain=0.000556534 0.00014346 0.000164132 0.000147057 0.000201582 0.000175406 0.000224618 0.000240674 0.000204262 0.000161028 0.000131226 0.00015541 0.000196984 8.63194e-05
threshold=-1.0000000180025095e-35 0.087830000000000005 0.27287000000000006 -0.11713499999999999 -0.083244999999999986 -0.36241499999999999 0.11067500000000001 -0.10091499999999999 0.10611000000000001 0.086615000000000011 -0.013914999999999999 0.38525000000000004 0.0031350000000000002 0.0031350000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 -5 -6 7 -7 9 10 -9 12 -12 -8
right_child=1 -3 -4 4 5 6 13 8 -10 -11 11 -13 -14 -15
leaf_value=-0.0013947863105139232 -0.0006212463260856524 -0.00061663937178117148 0.00064295241354349179 0.0007040707343414699 -0.00066849827696243683 0.00074109098484038114 0.00029050745546177584 0.00065871368315603869 -0.0009808589222405305 -0.00068761986782886735 -0.00073539289706268777 0.00053732976774707817 0.00018595620481062528 0.0010294169727309435
leaf_weight=0.0010337318534899163 0.0011739781129551088 0.0011084990216850268 0.0018202281956751871 0.001720067115896764 0.0012917239625993811 0.0012096961766427947 0.0013821719080965031 0.0011397673518734105 0.0010235048653993231 0.0012459655405571493 0.0017194392201704146 0.0011627610358962981 0.0017106431114748827 0.0010119922359905636
leaf_count=491 189 121 309 269 85 33 160 108 251 154 534 116 220 81
internal_value=0 5.41286e-05 9.63469e-05 3.33425e-05 8.59138e-05 3.47475e-06 7.82643e-05 -5.80737e-05 -0.000178886 -6.12651e-05 7.48713e-05 -7.0016e-05 -0.0002759 0.000602838
internal_weight=0 0.0187204 0.0176119 0.0157917 0.0146177 0.0128977 0.0116059 0.00921178 0.00800208 0.00697858 0.00573261 0.00459284 0.00343008 0.00239416
internal_count=3121 2630 2509 2200 2011 1742 1657 1416 1383 1132 978 870 754 241
is_linear=0
shrinkage=0.00192234


Tree=2714
num_leaves=10
num_cat=0
split_feature=42 47 42 51 43 151 2 2 2
split_gain=4.85906e-05 8.35594e-05 6.97004e-05 8.51972e-05 9.66684e-05 0.000160951 0.000102959 0.000126288 0.000102374
threshold=0.10256000000000001 0.11069000000000002 -1.0000000180025095e-35 -0.076794999999999988 -0.084004999999999982 -0.024429999999999997 0.10005000000000001 0.080205000000000012 0.11411
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 -5 -6 7 -7 -8
right_child=-2 -3 3 4 5 6 8 -9 -10
leaf_value=-0.0023367131882082565 -0.002346098860874387 0.0030079606927121828 -0.0028081121121522946 0.0034357775145805068 0.0039267063354688587 2.2154062776571589e-06 0.0029876658677264593 -0.0050519197889472489 -0.0018601247029550265
leaf_weight=0.0018286138884552336 0.0012291407266446794 0.0014215547704515179 0.0011856291498019084 0.0015796275231632143 0.0013229440255974551 0.0015694480148205157 0.0015362988076953465 0.0014100111742010053 0.0011400894431943349
leaf_count=832 346 148 367 293 190 253 122 451 119
internal_value=0 0.000203565 -0.000140919 0.000271154 0.000697736 7.79885e-05 -0.000822255 -0.00238962 0.000922601
internal_weight=0 0.0129942 0.0115727 0.00974405 0.00855842 0.00697879 0.00565585 0.00297946 0.00267639
internal_count=3121 2775 2627 1795 1428 1135 945 704 241
is_linear=0
shrinkage=0.0122569


Tree=2715
num_leaves=10
num_cat=0
split_feature=484 1 42 42 52 0 2 4 4
split_gain=4.2371e-05 5.47668e-05 0.000104019 0.000100015 0.00011506 8.64574e-05 9.33563e-05 7.84651e-05 4.52611e-05
threshold=0.085515000000000022 0.122185 0.092395000000000019 0.08623500000000002 0.10160000000000001 -0.077809999999999976 0.089885000000000007 0.033845000000000007 0.098655000000000007
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 -1 -8 -3
right_child=-2 8 -4 -5 -6 -7 7 -9 -10
leaf_value=-0.0031295465450178568 0.0020614339041803448 0.0036086303920539993 -0.0036844635241529092 0.0028807792760469197 -0.0045390673527959556 0.0024219707677361891 0.0029238147790310726 -0.0016965261436736809 -0.00016890643124364509
leaf_weight=0.001950625678160847 0.0014861888674001121 0.0010247735884108256 0.0016147153394591969 0.0015720792193800624 0.0011364652401906657 0.0017397396023527013 0.0012753021617712551 0.0012136671427195808 0.0011265485442392231
leaf_count=709 341 93 512 460 168 357 174 142 165
internal_value=0 -0.000260199 -0.000647486 -9.574e-05 -0.000735359 -3.58042e-05 -0.00099893 0.000670852 0.00163051
internal_weight=0 0.0126539 0.0105026 0.00888788 0.0073158 0.00617933 0.00443959 0.00248897 0.00215132
internal_count=3121 2780 2522 2010 1550 1382 1025 316 258
is_linear=0
shrinkage=0.0130072


Tree=2716
num_leaves=14
num_cat=0
split_feature=403 403 12 15 0 160 12 16 0 0 4 3 4
split_gain=0.000144894 0.000177972 0.000108578 0.000229035 0.00020459 0.000215419 0.000191792 0.00018626 0.000364208 0.000321558 0.000209383 0.000151774 0.000151504
threshold=0.10301500000000001 0.03138500000000001 0.084100000000000022 0.091295000000000015 -0.019414999999999998 -0.087429999999999994 0.097825000000000009 -0.056919999999999991 -0.10474999999999998 -0.11242999999999999 0.033845000000000007 -0.10831999999999999 0.09173000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 6 5 -1 11 8 10 -9 -7 -4 -8
right_child=-2 -3 3 -5 -6 7 12 9 -10 -11 -12 -13 -14
leaf_value=0.00071407822158708737 -0.00072672388263597383 0.00065301666721375839 -0.00019420179081081296 0.00046149595719544782 0.00075098209627272349 0.00033738934515864126 -0.00043640321197851404 7.1932797093404602e-05 0.001045128049504862 -0.0012659160678175777 -0.00066754885990380822 -0.0010528247409170226 0.00052757962079147153
leaf_weight=0.0012431230794767928 0.0010075305485154158 0.0015150547466336725 0.0012765874900022537 0.0014590641351213025 0.0014954124974720989 0.0013353891983982633 0.001291754412021391 0.0014208753455955958 0.0011033336638004657 0.0012461822383279999 0.0017973980717077356 0.0018828113053616017 0.0011291023118248367
leaf_count=130 202 174 125 384 181 71 224 95 123 209 142 981 80
internal_value=0 2.21844e-05 -3.5111e-05 -0.000216622 9.7408e-05 -2.25682e-05 -0.000393928 -0.000155223 9.53278e-05 -0.000553177 -0.000239182 -0.000705889 1.32042e-05
internal_weight=0 0.0181961 0.016681 0.00703932 0.00964171 0.0081463 0.00558026 0.00690318 0.00423612 0.00266706 0.00313279 0.0031594 0.00242086
internal_count=3121 2919 2745 1794 951 770 1410 640 336 304 213 1106 304
is_linear=0
shrinkage=0.00192234


Tree=2717
num_leaves=16
num_cat=0
split_feature=1213 403 15 160 474 3 151 42 43 16 0 12 52 3 15
split_gain=0.000489975 0.000149126 0.000246533 0.000156303 0.000339771 0.000207392 0.000188248 0.000242631 0.000195348 0.000246575 0.000241187 0.000192876 0.000172616 7.92354e-05 7.50432e-06
threshold=-1.0000000180025095e-35 0.03138500000000001 0.088235000000000022 -1.0000000180025095e-35 0.084660000000000027 -0.0043399999999999992 -0.090369999999999992 -1.0000000180025095e-35 -0.14792499999999997 -0.056919999999999991 -0.20211999999999997 0.084290000000000018 -0.075329999999999994 0.097915000000000016 0.086885000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 4 5 -2 -5 -8 -9 10 -10 -12 -11 -14 -13
right_child=1 2 -4 6 -6 -7 7 8 9 12 11 14 13 -15 -16
leaf_value=-0.0012715471634666157 -0.0013911655508004799 -0.00010908230245897114 0.0011720965294304431 -0.00065691698958010916 0.00052894726162413782 -0.00027002219127656189 -0.00049197482833425118 0.0010221480610043603 -0.00014285771132606847 0.00026715871707835208 0.001146833347438122 0.0001785974752619603 -0.00091671115561977072 -0.0001941953150575817 0.00040905134316308054
leaf_weight=0.001054059265961394 0.0010465027150464174 0.0010901489723352626 0.0010447195164348111 0.0011240024718378568 0.0010380781291871935 0.0013319188520121957 0.0017896724525458341 0.0010696096345128589 0.0018097620798194214 0.0016030491797398641 0.0017726166156689111 0.0010042838825478906 0.001060339568465787 0.00109674484698985 0.0010032479962314711
leaf_count=491 525 171 39 100 206 105 419 59 68 370 194 99 122 19 134
internal_value=0 4.8769e-05 0.000517876 -1.10215e-05 -0.000370677 -0.000763324 8.11358e-05 0.000149082 0.000259189 0.000171909 0.000422923 0.000693792 -0.000201253 -0.000549356 0.000293765
internal_weight=0 0.0188847 0.00213487 0.0167498 0.0034165 0.00237842 0.0133333 0.0122093 0.0104197 0.00935004 0.00558991 0.00378015 0.00376013 0.00215708 0.00200753
internal_count=3121 2630 210 2420 836 630 1584 1484 1065 1006 495 427 511 141 233
is_linear=0
shrinkage=0.00188464


Tree=2718
num_leaves=16
num_cat=0
split_feature=1213 0 403 4 16 0 157 457 14 131 4 52 4 0 4
split_gain=0.000588661 0.00020332 0.000262332 0.000167021 0.000279259 0.000274639 0.000261708 0.000149989 0.000151274 0.000142673 0.000144843 0.000157758 0.000175841 0.00017911 0.000106515
threshold=-1.0000000180025095e-35 0.18019500000000002 0.03138500000000001 -0.064804999999999988 0.22339500000000004 -0.0058249999999999994 -0.077384999999999995 -0.0029299999999999994 -0.10708499999999999 0.088610000000000008 -0.0016099999999999997 0.11808500000000001 0.24564500000000003 -0.10096999999999999 0.053180000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 -2 -5 -8 -9 10 -10 12 13 14 -12
right_child=1 -3 -4 6 -6 -7 7 8 9 -11 11 -13 -14 -15 -16
leaf_value=-0.0013618925498856873 -0.00054643373516515068 0.00079784100258478176 0.00064619811821236249 0.00092005654003320559 -0.0012220634778290524 0.00062924924613963094 -0.00065023475133483774 -0.00058565683084829407 0.00080715698107314358 -0.00050032819729409314 -0.00035839052614794156 0.00076562974141587031 0.00045515726004705364 -0.00086427208102307488 0.00039930019088208851
leaf_weight=0.0010702143789918647 0.0018385339883378181 0.0011543896924212883 0.0019072123825409201 0.0010296668999912684 0.0010551673863887223 0.0010749215109569729 0.0012737534102456186 0.001221166294430435 0.0011416523586171732 0.0011404521129467588 0.0012864355538941825 0.0010036196419664078 0.0017234838138276685 0.0011509640370236177 0.0012478070019730225
leaf_count=491 539 36 202 280 147 81 169 102 312 175 54 107 187 200 39
internal_value=0 4.60209e-05 -1.94268e-06 -7.83061e-05 -0.000407629 -0.000112665 2.8655e-05 -5.33737e-05 2.32989e-05 0.000108829 0.000200796 9.28393e-05 -3.20016e-05 -0.000259834 1.46802e-05
internal_weight=0 0.0192492 0.0180948 0.0161876 0.00396862 0.00291346 0.012219 0.0111893 0.00991558 0.00869441 0.00755396 0.00641231 0.00540869 0.00368521 0.00253424
internal_count=3121 2630 2594 2392 767 620 1625 1345 1176 1074 899 587 480 293 93
is_linear=0
shrinkage=0.00184769


Tree=2719
num_leaves=11
num_cat=0
split_feature=484 4 16 0 47 4 12 49 403 13
split_gain=4.24214e-05 6.85675e-05 5.47326e-05 6.25207e-05 0.000134893 0.000193772 0.000102081 8.79565e-05 7.28376e-05 9.32677e-05
threshold=-1.0000000180025095e-35 0.27044500000000005 -0.36241499999999999 -0.10607499999999999 0.09550500000000002 -0.0029599999999999995 0.088305000000000008 -0.047584999999999995 0.017340000000000005 -0.074044999999999986
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 7 5 6 -5 -4 9 -8
right_child=1 -3 3 4 -6 -7 8 -9 -10 -11
leaf_value=-0.0027839974364956429 -0.0028947151384818436 0.0028661474132953748 0.0048187113404714954 -0.0030856337246364389 0.0034957446631682155 -0.0071163930131633831 0.0028508647074898595 -0.00017367282409164219 0.0044443877033172596 -0.0033001914012795296
leaf_weight=0.0010633110175281403 0.0013718864021222453 0.0017268157723451258 0.0012464803206006653 0.0017222907254904034 0.0013652901727520747 0.0010464410865300275 0.0010003465814995031 0.0017490943732554913 0.0010088821201613279 0.0010337690679200493
leaf_count=515 101 346 97 671 144 282 154 165 138 508
internal_value=0 0.000197139 -0.00020209 0.000161041 -0.000566316 -0.00152057 -0.000291751 0.00190369 0.00128954 -0.000275197
internal_weight=0 0.0132713 0.0115445 0.0101726 0.00717702 0.00581173 0.00476529 0.00299557 0.003043 0.00203412
internal_count=3121 2606 2260 2159 1897 1753 1471 262 800 662
is_linear=0
shrinkage=0.0143609


Tree=2720
num_leaves=16
num_cat=0
split_feature=0 12 48 1 48 2 15 13 15 403 0 13 48 4 13
split_gain=0.000182748 0.000232084 0.000121928 0.000155122 0.000231398 0.000343164 0.000206476 0.000166595 0.000151228 0.000122809 0.00015723 0.000233083 0.000157867 9.01993e-05 8.54847e-05
threshold=0.18019500000000002 0.11650500000000001 -0.086869999999999989 0.104035 0.12879500000000002 0.10467500000000002 -0.21699999999999997 0.043850000000000007 -0.036009999999999993 0.03138500000000001 -0.10096999999999999 -0.074044999999999986 0.086035000000000014 0.053180000000000012 -0.084869999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 7 5 8 -7 9 -5 10 12 14 13 -4 -12
right_child=-2 -3 3 4 -6 6 -8 -9 -10 -11 11 -13 -14 -15 -16
leaf_value=-0.00057626198629371814 0.00068367904975893392 -0.00083132181082979251 7.4820801615553144e-05 -0.00038506213454313567 -0.00047542578188611187 0.0003332538375024477 0.0013203310000168297 -0.00073304980086919653 0.00047094648511944464 0.00036558263725302659 -0.00035010986430244811 -0.001028323112215037 -0.00039987294121939898 0.00076035004554271567 0.00029875090288068474
leaf_weight=0.0010193513345259078 0.0010396939479613834 0.0010494294654725738 0.0011900106031780258 0.0015056910349474676 0.0010623814487251693 0.0011734130142846237 0.0013033369607876044 0.0010773856110826091 0.0010012407557857123 0.001874539178311662 0.0014377787757758409 0.0011035520064847444 0.0010694834459801239 0.0010551086117253847 0.0010052693795700065
leaf_count=75 36 143 98 176 65 146 173 262 46 247 405 697 77 80 395
internal_value=0 -5.24317e-05 -4.0039e-06 3.27781e-05 0.000247854 0.000402037 0.000852682 -9.97347e-05 -4.31818e-05 -2.16275e-05 -0.000127417 -0.000377224 0.000139876 0.00039699 -8.31156e-05
internal_weight=0 0.017928 0.0168785 0.0158592 0.00604606 0.00498368 0.00247675 0.00981313 0.00250693 0.00873574 0.0068612 0.0035466 0.0033146 0.00224512 0.00244305
internal_count=3121 3085 2942 2867 606 541 319 2261 222 1999 1752 1497 255 178 800
is_linear=0
shrinkage=0.00170698


Tree=2721
num_leaves=16
num_cat=0
split_feature=1213 11 133 123 484 3 457 0 160 2 1 15 0 1 13
split_gain=0.000488187 0.000204932 0.000190175 0.000263018 0.000193906 0.000234752 0.000215727 0.000206263 0.000142546 0.000134259 0.000208618 0.000120296 0.000205298 9.23213e-05 8.26341e-05
threshold=-1.0000000180025095e-35 0.088215000000000002 -0.085499999999999979 1.0000000180025095e-35 -0.0068949999999999992 -0.10519499999999998 -0.0029299999999999994 -0.053834999999999994 -0.030779999999999998 0.11411 0.10089500000000001 0.088345000000000021 -0.10607499999999999 0.083135000000000014 -0.084154999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 -4 13 -7 8 -8 10 11 12 -10 -6 -9
right_child=1 -3 3 -5 5 6 7 14 9 -11 -12 -13 -14 -15 -16
leaf_value=-0.0011929879942307357 0.00061674374300290009 -0.00072554094883902297 -0.00079145102045586322 0.0008015398524011735 0.00022545340761098083 -0.00087093343571851482 -0.00042765616891432561 -0.00010180223315107332 0.00052662016751401275 -0.00032272193279543566 0.00095186066804275589 0.00061663532482702469 -0.00045117321961679217 0.00090842181268628933 -0.00078029743902381654
leaf_weight=0.0010576431050138063 0.001935530669021474 0.0010248926250354109 0.0010080916307975965 0.0012736248207558436 0.0015869663371204093 0.0010312088354348008 0.001253429918197305 0.0010032204003789773 0.0011333647578326577 0.0011544081084903235 0.0013393930436856397 0.0011858131557588858 0.0016828396880010561 0.0010290305019891085 0.0012994470047272581
leaf_count=491 345 112 425 239 84 132 321 32 41 86 80 177 306 105 145
internal_value=0 4.68106e-05 9.09924e-05 2.73157e-05 -3.97311e-05 1.55865e-05 -9.73605e-05 -1.8001e-05 0.000120675 0.000226481 0.000345177 0.000142132 -5.76661e-05 0.000494106 -0.000484692
internal_weight=0 0.0189413 0.0179164 0.0159808 0.0147072 0.0136991 0.0110831 0.0100519 0.00774925 0.00649582 0.00534141 0.00400202 0.0028162 0.002616 0.00230267
internal_count=3121 2630 2518 2173 1934 1509 1320 1188 1011 690 604 524 347 189 177
is_linear=0
shrinkage=0.00177594


Tree=2722
num_leaves=11
num_cat=0
split_feature=47 50 42 484 43 16 16 457 0 2
split_gain=5.02913e-05 7.91491e-05 8.15168e-05 0.000107719 0.000114608 0.00015245 0.000161454 0.000116308 9.54266e-05 5.78394e-05
threshold=0.13148500000000005 0.088425000000000017 0.09832500000000001 0.085515000000000022 -0.14968999999999996 0.15891500000000003 -0.014034999999999997 0.045365000000000009 -0.10224499999999999 0.099515000000000006
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 6 7 8 9 -6
right_child=-2 -3 -4 -5 5 -7 -8 -9 -10 -11
leaf_value=0.0030569747288803806 -0.0027255439615879642 -0.0027944103062171959 0.0036411522378726959 0.0034986369532340775 -0.0057360524241627025 -0.0044106578537041309 0.003782288768564796 0.0025720940757128176 6.5154509488125591e-05 -0.0017747596055796837
leaf_weight=0.0013635663789078366 0.0010009912562596321 0.0012667131322254043 0.0011602808382996594 0.0013255953556699446 0.0011124022839605185 0.0015351683611389833 0.0013720746371880879 0.0011160628703212752 0.0019636649755378393 0.0011950440286530445
leaf_count=165 65 532 295 266 135 335 393 98 715 122
internal_value=0 0.000179451 0.000489651 0.000156733 -0.000301956 -0.00085415 -4.63914e-05 -0.00102153 -0.00196056 -0.00368447
internal_weight=0 0.0134106 0.0121439 0.0109836 0.00965798 0.00829442 0.00675925 0.00538717 0.00427111 0.00230745
internal_count=3121 3056 2524 2229 1963 1798 1463 1070 972 257
is_linear=0
shrinkage=0.0125021


Tree=2723
num_leaves=16
num_cat=0
split_feature=1213 1374 457 11 4 403 0 15 0 0 52 16 16 151 0
split_gain=0.000508209 0.000215507 0.000256088 0.00027293 0.000175445 0.00020782 0.000273651 0.000251315 0.000241899 0.00028397 0.000268819 0.000212201 0.00016026 0.000106697 0.00011497
threshold=-1.0000000180025095e-35 -0.08070999999999999 0.088350000000000026 0.087830000000000005 0.27044500000000005 0.03138500000000001 0.15398500000000004 0.088235000000000022 -0.10096999999999999 -0.061629999999999997 0.083680000000000018 0.22339500000000004 -0.27167499999999994 -0.016164999999999995 -0.11756999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 5 6 8 -7 12 10 -10 -11 -3 -14 -15
right_child=1 2 -4 -5 -6 7 -8 -9 9 11 -12 -13 13 14 -16
leaf_value=-0.0011534125724637302 -0.00068338395023138942 -0.00041295010255783439 0.000830766641813977 -0.00078215313401930103 0.0005723126725202597 -8.4324409579468609e-05 0.00067484525585040974 0.0010504722592513701 -0.0012801986399911145 0.00034121139517925532 -0.00017898767264467019 -0.00047604084740877797 0.00073716975823080678 -0.00021345361166166292 0.0004788248270224833
leaf_weight=0.0010387172877334627 0.0010684726577567796 0.0011522123018112077 0.0012196842913107164 0.0010678914121785002 0.0018780576468597132 0.0010545655066739714 0.0012858552913037622 0.0011346123322532042 0.0014080435692377267 0.0018107947306113268 0.0011104541240559707 0.001749462777812183 0.0011061033283844002 0.0013958375569557147 0.0012953670425315256
leaf_count=491 58 74 116 118 282 130 31 38 794 148 449 157 73 115 47
internal_value=0 4.75739e-05 8.94086e-05 3.75884e-05 9.10269e-05 2.87044e-05 -5.57607e-05 0.000503821 -0.000140947 -0.000364595 -0.000794654 -6.03754e-05 0.000133728 0.000299605 0.000119763
internal_weight=0 0.0197374 0.0186689 0.0174493 0.0163814 0.0145033 0.0123141 0.00218918 0.0110283 0.00607876 0.0025185 0.00356026 0.00494952 0.00379731 0.0026912
internal_count=3121 2630 2572 2456 2338 2056 1888 168 1857 1548 1243 305 309 235 162
is_linear=0
shrinkage=0.00167351


Tree=2724
num_leaves=16
num_cat=0
split_feature=1213 453 11 4 0 403 52 4 0 42 52 4 52 4 0
split_gain=0.000469722 0.000193472 0.000179597 0.000380794 0.000165197 0.000332385 0.000204319 0.000514329 0.00020528 0.000343139 0.000237083 0.00033254 0.000205601 0.00022023 0.000367991
threshold=-1.0000000180025095e-35 1.0000000180025095e-35 0.088215000000000002 0.27287000000000006 0.18019500000000002 0.03138500000000001 0.10160000000000001 -0.0086549999999999978 -0.019414999999999998 -1.0000000180025095e-35 0.0031350000000000002 -0.033174999999999989 -0.081429999999999989 0.053180000000000012 -0.11756999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 6 8 -8 9 -2 11 -11 -13 -14 -15
right_child=1 -3 -4 -5 -6 -7 7 -9 -10 10 -12 12 13 14 -16
leaf_value=-0.0010801021439247073 -0.00089879377642742902 -0.00064559794451512977 -0.00055728975078818009 0.00087390898535364141 0.00065883925849904187 0.00063624904520824077 -0.0013185090592147098 0.00017963996204510365 0.00053121538886506062 -0.00083321445837865164 0.00074219315903664815 0.00056531263984880924 -0.00060434734515626021 -0.00049521057786641894 0.00085679147219722964
leaf_weight=0.0010527472079453195 0.0012269662260678315 0.0010374048654498138 0.0011132448085580662 0.00164566540328952 0.0011019354938761597 0.0019322841862129065 0.0011526517817509949 0.0013270588510488355 0.0016869902786027782 0.0012796570358691211 0.0010956906916581265 0.0017197751225091398 0.0015049358834552887 0.0010356636654762497 0.0011367386590070694
leaf_count=491 395 79 112 296 23 171 254 166 150 252 144 227 277 32 52
internal_value=0 4.4316e-05 8.20665e-05 0.00012195 4.55643e-05 8.05312e-07 -9.24535e-05 -0.000516749 6.00145e-06 -9.24527e-05 3.48369e-05 -8.12437e-05 9.70487e-05 -0.000121944 0.000212243
internal_weight=0 0.0199967 0.0189593 0.017846 0.0162003 0.0150984 0.0131661 0.00247971 0.0106864 0.00899943 0.00777246 0.00667677 0.00539711 0.00367734 0.0021724
internal_count=3121 2630 2551 2439 2143 2120 1949 420 1529 1379 984 840 588 361 84
is_linear=0
shrinkage=0.0016407


Tree=2725
num_leaves=16
num_cat=0
split_feature=1213 124 403 15 42 13 16 48 1 15 13 0 48 15 3
split_gain=0.000556723 0.000198528 0.000204272 0.000303907 0.000229983 0.000174252 0.000243282 0.000267057 0.000214475 0.000208336 0.000197039 0.000145709 0.000154643 0.000132019 9.85887e-05
threshold=-1.0000000180025095e-35 0.08919500000000001 0.03138500000000001 0.088235000000000022 -1.0000000180025095e-35 0.15641500000000003 0.22339500000000004 0.12879500000000002 0.10439500000000002 -0.092334999999999987 -0.099939999999999987 -0.082974999999999979 0.085700000000000012 -0.094549999999999981 0.11924500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 -4 -2 6 7 8 10 14 -6 12 13 -12 -10
right_child=1 -3 3 -5 5 -7 -8 -9 9 -11 11 -13 -14 -15 -16
leaf_value=-0.0012430494346696071 -0.0006857011929221194 0.00081849736400391008 -0.00013604406156093846 0.0011726644562194705 0.00065292458601453555 0.00071026805849075359 -0.00062158409947851993 -0.00074509888336405034 0.00049535750183058531 0.0010030500681360265 0.00058183576567550569 -0.00066024453817136765 -0.00051202945619030341 -0.00019145972882634864 -0.00026212546069317002
leaf_weight=0.0011117894267407029 0.0016737050861596004 0.0010032142126262236 0.0011337219224766123 0.0011052226217883598 0.0010721884040851308 0.0010391713667982647 0.0019673716017587087 0.0011824892435216014 0.0011577373825792112 0.0014879402506116184 0.0015208088829922035 0.0014606667704518501 0.0013060632488674367 0.0012843711973589407 0.001018829317481193
leaf_count=491 503 60 168 38 81 47 314 64 128 167 58 387 144 405 66
internal_value=0 4.91515e-05 7.22827e-06 0.000509981 -6.23785e-05 9.58204e-06 -4.45202e-05 5.4278e-05 0.000145974 0.000490901 -4.42688e-05 -0.000178428 -7.24531e-06 0.000227777 0.000140787
internal_weight=0 0.0194135 0.0184103 0.00223894 0.0161713 0.0144976 0.0134585 0.0114911 0.0103086 0.00366451 0.0066441 0.00557191 0.00411124 0.00280518 0.00217657
internal_count=3121 2630 2570 206 2364 1861 1814 1500 1436 361 1075 994 607 463 194
is_linear=0
shrinkage=0.00177594


Tree=2726
num_leaves=17
num_cat=0
split_feature=1213 147 484 48 4 15 48 150 15 15 2 43 3 43 133 1
split_gain=0.000496723 0.000228223 0.000221495 0.00023686 0.00020643 0.000148051 0.000214331 0.000410869 0.000145606 0.000388352 0.000242601 0.00022534 0.000208458 0.000131997 8.75168e-05 8.06413e-05
threshold=-1.0000000180025095e-35 0.089025000000000007 -0.0068949999999999992 0.12737000000000001 0.40473500000000007 -0.13578499999999996 0.093265000000000015 0.091105000000000005 -0.094549999999999981 -0.016799999999999995 0.079055000000000014 0.016310000000000002 -0.059315 -0.053764999999999993 1.0000000180025095e-35 0.092695000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 -4 7 8 15 -10 -11 13 -13 14 -12 -7
right_child=1 -3 3 -5 -6 6 -8 -9 9 10 11 12 -14 -15 -16 -17
leaf_value=-0.0012380318269794236 -0.00073731922143608025 0.00087336496861481732 -0.00062052072647952969 -0.00079045671514165535 0.00073106477873231997 0.00088289038847856843 0.0008707854108326008 -0.0010754098840600054 -0.00072432433179364598 0.00078844255085356208 0.00041855329974116023 -8.9384549338837735e-05 0.0010173957224189991 -0.00067338455552695491 -0.00030697860114215864 0.00019682972587748207
leaf_weight=0.0010307369726975822 0.0012298609736017324 0.0010506855542071437 0.0010240126940838012 0.0010168055257392386 0.0015888322182333282 0.0011187027887279788 0.001073232918413324 0.001019100897571173 0.0018299533635837235 0.0017893205989179236 0.0010189053850145884 0.0010860809979544861 0.0011493594964839815 0.0014565134437765099 0.0011743183611805652 0.0011301561963890094
leaf_count=491 474 122 126 69 228 78 117 130 360 239 58 109 20 314 141 45
internal_value=0 5.18686e-05 5.72437e-06 5.80176e-05 0.000110436 4.41219e-05 9.32783e-05 2.79464e-05 0.000123616 2.5541e-05 0.000204343 2.67548e-05 0.00047967 -0.000250653 3.00816e-05 0.000538113
internal_weight=0 0.0197558 0.0187052 0.0174753 0.0164585 0.0148697 0.0138456 0.0127724 0.0117533 0.00950445 0.0076745 0.00588518 0.00223544 0.00364974 0.00219322 0.00224886
internal_count=3121 2630 2508 2034 1965 1737 1611 1494 1364 1241 881 642 129 513 199 123
is_linear=0
shrinkage=0.00181146


Tree=2727
num_leaves=12
num_cat=0
split_feature=484 42 47 4 4 16 3 4 43 0 49
split_gain=5.38748e-05 7.17586e-05 6.74122e-05 9.55028e-05 0.00011553 7.8562e-05 6.06202e-05 0.000149873 0.000143301 0.000111754 4.25583e-05
threshold=-0.0068949999999999992 0.10256000000000001 0.10980000000000002 0.40473500000000007 0.055260000000000011 -0.4714549999999999 -0.078934999999999991 -0.082109999999999975 -0.0030899999999999994 -0.10011499999999998 -0.006494999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 6 -6 7 -2 -8 10 -10
right_child=1 -3 -4 -5 5 -7 8 -9 9 -11 -12
leaf_value=-0.0030604122161565789 0.0013474429018697444 -0.0029628757082203407 0.0032711734585165846 0.0038942463167576627 -0.00055682344141843145 -0.0057502805432138697 0.0056737668897733446 -0.0048694725981269669 0.00032699029065681495 -0.002905202256981741 0.0040228146765332162
leaf_weight=0.0010003991379448447 0.0018609125190383899 0.0012037637138012898 0.0014213276324038246 0.0011161487888945746 0.0011024662616705289 0.001033422661969644 0.0011159420231431488 0.0011483485004945913 0.0012923591135685086 0.0013815257122547992 0.0010216776706459818
leaf_count=503 485 311 119 206 88 143 292 652 68 199 55
internal_value=0 0.000192674 0.0004967 0.000140563 -0.000280228 -0.00306961 0.000481566 -0.00102496 0.00142379 0.000140438 0.00195875
internal_weight=0 0.0136979 0.0124941 0.0110728 0.00995665 0.00213589 0.00782077 0.00300926 0.0048115 0.00369556 0.00231404
internal_count=3121 2618 2307 2188 1982 231 1751 1137 614 322 123
is_linear=0
shrinkage=0.0135326


Tree=2728
num_leaves=16
num_cat=0
split_feature=1213 124 403 15 123 42 160 474 151 43 4 48 16 0 16
split_gain=0.000488305 0.000161557 0.000184577 0.000316107 0.000269226 0.000320269 0.000255494 0.000339716 0.000331269 0.000205341 0.000286124 0.000183227 0.000318332 0.000118862 0.000109588
threshold=-1.0000000180025095e-35 0.0049200000000000008 0.03138500000000001 0.088235000000000022 1.0000000180025095e-35 -1.0000000180025095e-35 -1.0000000180025095e-35 0.084660000000000027 -0.090369999999999992 -0.14792499999999997 -0.35136499999999998 0.086035000000000014 -0.056919999999999991 -0.10224499999999999 -0.094359999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 -4 5 -2 7 -7 -8 -10 -11 12 13 -12 -13
right_child=1 -3 3 -5 -6 6 8 -9 9 10 11 14 -14 -15 -16
leaf_value=-0.0012381493817464873 -0.0009757312045901884 0.00076337028005281024 -0.0001669492502899145 0.0012221100753605756 0.00082787174002250333 -0.00097664665438089242 -0.00088399994751984948 0.00034658327469117218 0.00094206277469056346 -0.00065007621640086909 0.00044386370266404177 -0.00057735509065132845 -0.00024561673566693171 0.0011409373407022345 0.00019840850172028485
leaf_weight=0.0010624816937302882 0.0013676383520830641 0.0010213671579291502 0.0011540971190980359 0.0010852510200796139 0.0010901539382777358 0.0019308597713637741 0.0010745586511113929 0.0010082515051793375 0.0011176510598094316 0.001446032690997523 0.0017532582840422682 0.0011476217751500428 0.0015117754079176592 0.0015946884039065093 0.0013564852619561418
leaf_count=491 482 71 168 38 216 512 73 168 54 128 93 44 273 216 94
internal_value=0 4.78582e-05 8.64859e-06 0.000506228 -5.92979e-05 -0.000122474 -3.8769e-05 -0.000522717 9.05138e-05 0.000195996 0.000101347 0.000248904 0.000458119 0.000775893 -0.000157121
internal_weight=0 0.0196597 0.0186383 0.00223935 0.016399 0.0153088 0.0139412 0.00293911 0.0110021 0.00992751 0.00880986 0.00736383 0.00485972 0.00334795 0.00250411
internal_count=3121 2630 2559 206 2353 2137 1655 680 975 902 848 720 582 309 138
is_linear=0
shrinkage=0.00184769


Tree=2729
num_leaves=12
num_cat=0
split_feature=48 50 4 40 3 13 43 160 2 0 16
split_gain=7.4837e-05 8.66413e-05 0.000129364 8.47837e-05 0.000155924 0.00011004 0.00011936 0.000119133 9.4596e-05 0.000167327 7.00318e-05
threshold=0.12649500000000002 0.088425000000000017 0.40473500000000007 -1.0000000180025095e-35 0.10542000000000001 -0.033284999999999988 -0.074359999999999996 0.083670000000000008 0.095195000000000016 -0.077809999999999976 -0.088159999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 6 -5 8 9 10 -7
right_child=-2 -3 -4 4 -6 7 -8 -9 -10 -11 -12
leaf_value=-0.0032765505002964376 -0.0039760840837377116 -0.0035069509091485264 0.0054165767147715356 0.00048969879809762531 0.0047530597090309368 0.0037704883577797501 -0.0057617082714279157 -0.0035389523522462232 -0.0017675087635899798 0.0079045376803187073 -0.0015937526503326557
leaf_weight=0.0014124691214378116 0.0010002568395179332 0.00124128430175345 0.0011457046012161047 0.0013493394840482049 0.0017010484310600047 0.0010093245798372882 0.0013782591787273642 0.0010426027440512756 0.0010809807796563313 0.0011595124915835271 0.0011767243537784524
leaf_count=219 99 521 259 452 104 140 573 113 228 103 310
internal_value=0 0.000257333 0.000632459 0.000147838 0.000636517 -0.000217778 -0.00266915 0.00100478 0.00207498 0.00331653 0.000882981
internal_weight=0 0.0136973 0.012456 0.0113103 0.00989779 0.00819674 0.0027276 0.00546914 0.00442654 0.00334556 0.00218605
internal_count=3121 3022 2501 2242 2023 1919 1025 894 781 553 450
is_linear=0
shrinkage=0.0149411


Tree=2730
num_leaves=14
num_cat=0
split_feature=403 403 0 403 4 4 3 4 42 4 1 2 1
split_gain=0.000170308 0.000190327 0.000128981 0.000157171 0.000133481 0.000104267 0.000162186 0.000273638 0.000186975 0.000132 0.000179867 0.000132501 6.89884e-05
threshold=0.10301500000000001 0.08332500000000001 0.15398500000000004 -1.0000000180025095e-35 -0.35136499999999998 -0.083854999999999985 -0.077774999999999983 0.19806500000000002 0.086375000000000021 0.053925000000000008 0.094465000000000007 0.11177500000000001 0.089370000000000019
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -5 -6 7 -7 9 10 12 -11 -8
right_child=-2 -3 -4 4 5 6 8 -9 -10 11 -12 -13 -14
leaf_value=-0.00073464553235375474 -0.00072586249184730461 0.00073029199410916412 0.00050981473799689649 -0.00057293082949823142 0.00047751075419386567 -0.00099249497284286357 0.00020246795321352353 7.8415700958020551e-05 0.00066283090828611027 4.3464240302376551e-05 0.00067929459643467215 -0.00069641398280690877 -0.00041380655621953621
leaf_weight=0.0010457234003310037 0.0010103290950722729 0.0011261632618528921 0.0013135402826681851 0.0012607099733756818 0.0014713643810286897 0.0013003631453326362 0.0011205120688929735 0.0017862872280835634 0.0015386084967374414 0.0016663555986514249 0.0014939894607393089 0.0014088330809308436 0.0011722934960225473
leaf_count=752 202 112 48 190 135 708 106 106 370 101 138 121 32
internal_value=0 2.38e-05 -2.41912e-05 -7.01418e-05 -2.12725e-05 3.23969e-05 -2.46163e-05 -0.000372744 0.000103297 -2.21627e-05 0.000199806 -0.000295495 -0.000112628
internal_weight=0 0.0177047 0.0165786 0.015265 0.0142193 0.0129586 0.0114872 0.00308665 0.00840059 0.00686198 0.0037868 0.00307519 0.00229281
internal_count=3121 2919 2807 2759 2007 1817 1682 814 868 498 276 222 138
is_linear=0
shrinkage=0.00177594


Tree=2731
num_leaves=16
num_cat=0
split_feature=403 403 124 48 50 40 48 51 159 3 2 3 4 16 0
split_gain=0.000189375 0.000180492 0.000141005 0.000157057 0.000221591 0.000236431 0.000228737 0.000214945 0.000205367 0.000192018 0.000158263 0.000246545 0.000138043 0.000225479 4.70574e-05
threshold=0.10301500000000001 0.08332500000000001 -0.043384999999999993 0.12737000000000001 0.088425000000000017 -0.063404999999999989 0.096390000000000017 0.087505000000000013 0.091530000000000014 -0.10519499999999998 0.10803500000000001 0.090900000000000009 0.053180000000000012 -0.078844999999999985 -0.040504999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 -4 7 8 9 14 11 12 13 -11 -7
right_child=-2 -3 3 -5 -6 6 -8 -9 -10 10 -12 -13 -14 -15 -16
leaf_value=0.00059392067931754423 -0.0008256247741856139 0.00075162365663526004 -0.00083124871341970074 -0.00076897917423861544 -0.00085438705440029966 0.0004054334861272923 0.0008789665226387101 -0.0008219697427099134 -0.00067097288792620916 0.00033667547680724672 -0.00059463337576030016 0.00095279508977733323 0.00035078436233731519 -0.00086783598335604759 0.00096882311446366419
leaf_weight=0.0012322952767706034 0.0010381917976923357 0.0011616067827180379 0.0010556042574009087 0.0011384658388595712 0.0011049279490200252 0.0010405175236949393 0.0013008890879009369 0.0010026904258955563 0.0011005479976304517 0.0010128002832826164 0.0011717923987715345 0.0012017398440188967 0.0019040204374658701 0.0013264908747365077 0.0011571095007434709
leaf_count=245 202 112 88 78 465 95 138 137 225 317 183 74 124 541 97
internal_value=0 1.88517e-05 -3.19661e-05 -8.16695e-05 -2.72518e-05 4.15979e-05 0.000117006 2.62152e-05 0.000111991 0.000209749 4.62356e-05 0.000184153 -3.3533e-05 -0.000346341 0.000702073
internal_weight=0 0.0179115 0.0167499 0.0155176 0.0143791 0.0132742 0.0122186 0.0109177 0.00991502 0.00881447 0.00661684 0.00544505 0.00424331 0.00233929 0.00219763
internal_count=3121 2919 2807 2562 2484 2019 1931 1793 1656 1431 1239 1056 982 858 192
is_linear=0
shrinkage=0.00192234


Tree=2732
num_leaves=16
num_cat=0
split_feature=1213 0 403 1 52 0 0 160 4 4 3 43 47 4 0
split_gain=0.000588956 0.000166811 0.000191929 0.000198634 0.000318987 0.000284276 0.000332758 0.000192257 0.000145653 0.000199239 0.000242659 0.00016395 0.000128965 8.82944e-05 5.25907e-06
threshold=-1.0000000180025095e-35 0.18019500000000002 0.03138500000000001 0.094385000000000011 0.10160000000000001 -0.059114999999999994 -0.10096999999999999 0.083670000000000008 -0.064804999999999988 0.033845000000000007 0.088060000000000013 -0.076124999999999984 0.092530000000000015 0.24564500000000003 -0.13843999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 6 7 14 -5 -10 11 -11 -13 -12 -2
right_child=1 -3 -4 8 -6 -7 -8 -9 9 10 13 12 -14 -15 -16
leaf_value=-0.0011583242957056317 0.00021357144799433997 0.00063112412371236939 0.00048107252307239972 -0.00039419568243154017 -0.0009903788565791907 0.00048827363521249784 -0.00087986582981462713 -0.00051304215252634953 0.00069269605228098382 -8.7480979991385401e-05 -0.00056541395663384198 0.0010275981763463271 0.00023771742196848441 -1.5560638411838392e-05 0.00037311379370344721
leaf_weight=0.0010634399973275593 0.0010143299230133129 0.0011435137076118108 0.0019302709502820653 0.0012192890054477925 0.0011705858604582411 0.0015674649556639544 0.0015720703448370496 0.001140128627931225 0.0015769846522498158 0.0012757807339430082 0.0013319126267106185 0.0010267947343833282 0.0010294038473071705 0.0015971703227488365 0.001041313777410121
leaf_count=491 68 36 202 187 318 141 906 61 233 139 30 105 46 118 40
internal_value=0 4.66147e-05 1.04726e-05 -4.43709e-05 -0.000234077 -9.43337e-05 -0.00028587 6.32911e-06 0.00011284 0.000191715 6.55317e-05 0.000356615 0.000632157 -0.00026559 0.00029439
internal_weight=0 0.019637 0.0184935 0.0165632 0.00750589 0.00633531 0.00476784 0.00319577 0.00905734 0.00783805 0.00626106 0.00333198 0.0020562 0.00292908 0.00205564
internal_count=3121 2630 2594 2392 1534 1216 1075 169 858 671 438 290 151 148 108
is_linear=0
shrinkage=0.00157699


Tree=2733
num_leaves=14
num_cat=0
split_feature=0 52 4 13 0 130 15 2 15 16 16 15 2
split_gain=0.000169287 0.000153252 0.00036164 0.000170605 0.000188884 0.00015377 0.000193515 0.000145073 0.000219823 0.000144472 0.000184413 0.000198898 7.10086e-05
threshold=0.18019500000000002 0.10160000000000001 -0.0086549999999999978 -0.094514999999999988 -0.084269999999999984 -0.076894999999999977 0.088655000000000025 0.11215000000000001 -0.10653 -0.094359999999999986 -0.056919999999999991 -0.016799999999999995 0.10005000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 4 12 -5 7 8 -7 -10 -11 -12 -1
right_child=-2 2 -4 5 -6 6 -8 -9 9 10 11 -13 -14
leaf_value=-0.00021085449378146107 0.00067391860309975419 -0.0011144472096643581 0.00012309017448106733 0.0005347227907423137 0.0009684826679520949 0.00080418902092161814 -0.00077085349368129815 -0.00054961593884341679 -0.00059124808340300548 0.00051938404519434318 -0.00071966954826235385 0.00017844507638665043 0.0004014249911610547
leaf_weight=0.0012515509709634942 0.0010646017957688892 0.0013262815696785391 0.0016985915637688842 0.001134400898509279 0.0011070773854921058 0.0010360481521431951 0.001388864515433485 0.0015646334592067787 0.0013597299074943224 0.001784364550570937 0.0013259375684463504 0.0018810383183864771 0.0011429946146137571
leaf_count=130 36 348 247 124 79 188 372 236 151 399 384 332 95
internal_value=0 -5.49068e-05 -0.000419519 1.87348e-05 0.000361866 -8.59722e-05 -0.000154065 -5.83697e-05 4.5679e-05 -7.80565e-05 6.17461e-05 -0.000192884 8.14065e-05
internal_weight=0 0.0180015 0.00302487 0.0149766 0.00350162 0.011475 0.0103406 0.00895175 0.00738712 0.00635107 0.00499134 0.00320698 0.00239455
internal_count=3121 3085 595 2490 304 2186 2062 1690 1454 1266 1115 716 225
is_linear=0
shrinkage=0.00177594


Tree=2734
num_leaves=11
num_cat=0
split_feature=48 2 40 43 457 15 4 15 16 1
split_gain=6.41528e-05 7.54858e-05 0.000114949 9.94266e-05 0.000101648 0.000125208 7.66658e-05 0.000211404 0.000130424 6.92286e-05
threshold=0.12879500000000002 0.11293500000000002 -1.0000000180025095e-35 0.15359500000000004 0.080930000000000016 0.088655000000000025 -0.084369999999999987 -0.024814999999999997 -0.056919999999999991 0.10612500000000001
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 6 -4 8 -8 -3
right_child=-2 9 3 -5 -6 -7 7 -9 -10 -11
leaf_value=-0.0038330179521716694 -0.0030255757222303306 -0.00028127676151171394 -0.002224291871223096 0.0037221612288596828 0.0028338836831741823 -0.0045051176730631316 0.00087067888870639087 0.0043727133157887106 -0.0042379214736053611 0.0038663412825677931
leaf_weight=0.0011941172570042293 0.001001256795616883 0.0010424997944566616 0.0018702767625820285 0.0010694689548918406 0.001382501504461878 0.0011505586058284702 0.0019223765116533158 0.0015761154155302807 0.0012319165648758221 0.0014392298800977709
leaf_count=226 90 192 437 171 160 510 324 390 363 258
internal_value=0 0.000186922 -0.000234882 0.000186221 -0.000227802 -0.00077388 -0.000123492 0.000707108 -0.0011245 0.00212405
internal_weight=0 0.0138791 0.0113973 0.0102032 0.00913375 0.00775124 0.00660069 0.00473041 0.00315429 0.00248173
internal_count=3121 3031 2581 2355 2184 2024 1514 1077 687 450
is_linear=0
shrinkage=0.0122569


Tree=2735
num_leaves=16
num_cat=0
split_feature=0 43 12 43 130 48 0 52 12 2 1 160 1 0 151
split_gain=0.000145422 0.000221543 0.000198659 0.000300535 0.000208931 0.000223747 0.000240557 0.000459585 0.000270889 0.000301532 0.00016976 0.000199072 0.000146848 0.000176071 0.000101116
threshold=0.18019500000000002 -0.40263499999999991 -0.015429999999999998 -0.04890499999999999 -0.07639 0.12649500000000002 -0.083914999999999976 0.10160000000000001 0.097825000000000009 0.088225000000000012 0.11323000000000001 -0.075414999999999982 0.094465000000000007 -0.10224499999999999 -0.0038099999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 -4 6 10 8 9 -8 11 -6 13 14 -13
right_child=-2 2 4 -5 5 -7 7 -9 -10 -11 -12 12 -14 -15 -16
leaf_value=-0.00083289607973088505 0.00058379538188417469 0.0010847692486265815 0.00066709501393080305 -0.0001836866186953882 -0.00066121667494016762 -0.00085437623529732948 -0.0010945477633059826 -0.0012948248553408708 0.00053200702352903053 6.0769510701807524e-05 0.00066814803265180783 1.3268113650118409e-05 0.0005695520318043252 0.00038011396936747411 -0.00069601101278083169
leaf_weight=0.0010042277368142926 0.0011069766203303895 0.0011300674106812184 0.0010290391444943486 0.0010498977673725806 0.0010892256672145389 0.0011412368449313917 0.001082790317447826 0.0011685691377810517 0.001388737389709245 0.0016788436436721392 0.001359854685140105 0.0011697063307716249 0.0016216830044075703 0.0016973845295214238 0.0011729326059805034
leaf_count=115 36 221 107 154 342 67 395 289 224 372 76 38 97 475 113
internal_value=0 -5.28665e-05 -8.80979e-06 0.000473865 -7.62595e-05 -0.000128757 -6.70951e-05 -0.000349208 -8.29625e-05 -0.000392211 0.000117911 7.07518e-06 0.000135644 -3.85282e-05 -0.00034186
internal_weight=0 0.0187842 0.01778 0.00217997 0.0156 0.014571 0.0134297 0.00531894 0.00415037 0.00276163 0.00811079 0.00675093 0.00566171 0.00404002 0.00234264
internal_count=3121 3085 2970 375 2595 2488 2421 1280 991 767 1141 1065 723 626 151
is_linear=0
shrinkage=0.00170698


Tree=2736
num_leaves=15
num_cat=0
split_feature=403 403 42 12 160 474 151 43 4 4 2 15 3 3
split_gain=0.000197321 0.000137479 0.000164394 0.00022008 0.000186783 0.000293294 0.000276691 0.000181657 0.000246346 0.00015666 0.000186161 0.000163758 0.000115039 8.44363e-05
threshold=0.10301500000000001 0.03138500000000001 -1.0000000180025095e-35 1.0000000180025095e-35 -1.0000000180025095e-35 0.084660000000000027 -0.090369999999999992 -0.074359999999999996 0.24564500000000003 0.053925000000000008 0.10672500000000001 -0.0079099999999999986 0.084940000000000015 -0.084074999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 12 -6 13 9 10 11 -9 -4 -8
right_child=-2 -3 4 -5 6 -7 7 8 -10 -11 -12 -13 -14 -15
leaf_value=3.8958511633543646e-05 -0.00078826335920820711 0.00056166516935678428 -0.001113937491813167 -0.0011298648860561902 -0.00069911133795887213 0.00040964092841852507 0.00032723268535099964 0.00015053959241777102 0.00077928552252130249 -0.0007046025363345765 0.00053382917644052722 -0.00069360007424386935 -0.00027891375828185787 0.00096888428688614346
leaf_weight=0.0012076645312925141 0.0010831104279942693 0.0014882747749468397 0.0012027949537443102 0.0010098675934866073 0.0011605683749990612 0.0011919865985781652 0.0013727221951443241 0.0019284331606042628 0.0014924731636828618 0.0010572256662050167 0.0019105963003844817 0.0013227071830464645 0.0010593352202188377 0.0014289945161256486
leaf_count=91 202 174 518 592 93 194 119 76 146 59 143 353 67 294
internal_value=0 2.27381e-05 -2.35031e-05 -0.000493325 4.53664e-05 -0.000332072 0.000157046 0.000251559 0.000105162 -5.66198e-05 7.60999e-05 -0.000192894 -0.000722903 0.000654502
internal_weight=0 0.0188336 0.0173454 0.00221753 0.0151278 0.00345412 0.0116737 0.0105132 0.00771144 0.00621896 0.00516174 0.00325114 0.00226213 0.00280172
internal_count=3121 2919 2745 683 2062 779 1283 1190 777 631 572 429 585 413
is_linear=0
shrinkage=0.00184769


Tree=2737
num_leaves=11
num_cat=0
split_feature=48 1 2 3 52 3 0 4 12 13
split_gain=5.24867e-05 6.99806e-05 0.000116401 0.000135462 9.92017e-05 0.000120033 0.000123035 0.000177068 7.04883e-05 0.000124765
threshold=0.12879500000000002 0.10752500000000002 0.116525 -0.074084999999999998 0.11434500000000002 0.090900000000000009 -0.084269999999999984 0.053180000000000012 0.085885000000000017 -0.016469999999999995
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 -3 5 6 7 -1 -8 -10
right_child=-2 2 -4 -5 -6 -7 8 -9 9 -11
leaf_value=-0.0058386782549014931 -0.003017772069834558 0.0042395872428946492 0.0055811515516235258 -0.001935749332554337 -0.0038137929717834149 0.0030448623921532792 0.0034634191051025375 0.00070994086777865649 -0.0040632403123698427 0.0021840322476421306
leaf_weight=0.0016094934442304953 0.0010064295780813646 0.0010191993009979032 0.0010477507419098869 0.0017983498316688675 0.0013580813726141389 0.0019825820839507458 0.0012924254897207213 0.0014261634283473726 0.0010141450187698773 0.0013848883377803878
leaf_count=779 90 98 222 196 387 128 194 177 441 409
internal_value=0 0.000182303 0.00173013 0.000298071 -0.000411952 0.000118489 -0.000743957 -0.00276211 0.000915664 -0.000456882
internal_weight=0 0.0139331 0.0038653 0.00281755 0.0100678 0.0087097 0.00672712 0.00303566 0.00369146 0.00239903
internal_count=3121 3031 516 294 2515 2128 2000 956 1044 850
is_linear=0
shrinkage=0.0135326


Tree=2738
num_leaves=12
num_cat=0
split_feature=11 13 48 15 15 47 13 4 4 4 48
split_gain=5.65471e-05 6.16426e-05 0.000170934 0.000143042 0.000166401 0.000166364 0.000126881 0.000160988 0.000317198 7.66295e-05 7.6369e-05
threshold=0.081790000000000015 -0.0034749999999999994 0.088965000000000002 0.035560000000000008 -0.037864999999999989 0.096175000000000024 -0.033284999999999988 0.09173000000000002 -0.077679999999999985 -0.059649999999999988 0.085875000000000021
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 6 4 5 10 7 8 -1 -6 -3
right_child=-2 3 -4 -5 9 -7 -8 -9 -10 -11 -12
leaf_value=0.0012516350456804359 -0.003634501933411968 0.0027124019217819439 0.0073530880667964423 -0.0056468853549976475 0.0010590650750845504 -0.007374650968183764 0.0054321979245969612 0.0036988164180683006 -0.009969990386843753 0.0069885110062827991 -0.0029694151934444532
leaf_weight=0.0016973571917768611 0.0011007809451211168 0.0015395817575770288 0.0011025593454017085 0.0013387952291531143 0.0013374925861828757 0.0010688807717195437 0.0010139335988066473 0.0013148237494623139 0.0011498130342489372 0.0010656954618410335 0.0011063274912233405
leaf_count=365 175 205 271 299 93 95 370 246 821 91 90
internal_value=0 0.00025129 0.00145564 -0.000762758 0.000306035 -0.00188215 0.00019939 -0.00107541 -0.00328015 0.00368848 0.000336678
internal_weight=0 0.0137353 0.00627849 0.00745677 0.00611798 0.00371479 0.00517593 0.00416199 0.00284717 0.00240319 0.00264591
internal_count=3121 2946 2073 873 574 390 1802 1432 1186 184 295
is_linear=0
shrinkage=0.0164962


Tree=2739
num_leaves=12
num_cat=0
split_feature=41 2 13 1 39 4 3 16 151 4 13
split_gain=4.84078e-05 6.71022e-05 6.47012e-05 0.000107462 8.63357e-05 9.1388e-05 0.000376548 0.000148078 0.000131963 0.000109675 4.37497e-05
threshold=1.0000000180025095e-35 -1.0000000180025095e-35 -0.094514999999999988 0.08844500000000001 0.085220000000000004 -0.031404999999999995 -0.082974999999999979 -0.040964999999999994 -0.0083949999999999979 0.16173500000000005 0.065590000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 5 6 10 8 -7 -10 -4
right_child=-2 2 4 -5 -6 7 -8 -9 9 -11 -12
leaf_value=0.0038263003285174714 -0.0030825151025334237 -0.00051095815553283623 0.0029275677374482711 0.0056895412856151463 0.0032018719071586071 -0.0060117793217639879 -0.010143175313536163 0.0034748767751000692 -0.003409795254979594 0.0032980697631095706 -0.0014713060473262988
leaf_weight=0.0011004987700529408 0.0011163869309339372 0.0016093975705709996 0.0010118030947486364 0.0010880955177764925 0.0011734523388747852 0.0011683689147462106 0.0011691983647038641 0.001874523920759211 0.0010282367763958457 0.0012596376721732416 0.0010917178559479157
leaf_count=175 173 132 475 137 174 118 609 568 286 95 179
internal_value=0 0.000218864 -9.93857e-05 0.00199016 -0.000675898 -0.0012048 -0.00320941 2.58986e-05 -0.00184468 0.000283362 0.000644572
internal_weight=0 0.0135749 0.0124744 0.00269749 0.00977694 0.00860349 0.00327272 0.00533077 0.00345624 0.00228787 0.00210352
internal_count=3121 2948 2773 269 2504 2330 1263 1067 499 381 654
is_linear=0
shrinkage=0.01524


Tree=2740
num_leaves=16
num_cat=0
split_feature=1213 42 43 4 403 0 3 43 52 1 49 2 2 13 52
split_gain=0.000504321 0.000164983 0.000183659 0.000207404 0.000201556 0.000234542 0.000259739 0.000237574 0.000162111 0.000208487 0.000253812 0.000272792 0.00013394 0.00010457 5.72968e-05
threshold=-1.0000000180025095e-35 -0.11466499999999999 -0.15582499999999996 -0.49405499999999997 0.092070000000000013 -0.036484999999999997 -0.077774999999999983 -0.052894999999999991 0.0031350000000000002 0.11061500000000002 -0.069799999999999987 0.089125000000000024 0.089885000000000007 0.19762500000000002 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 13 -4 5 6 12 -8 9 10 -9 -12 -5 -3 -7
right_child=1 2 3 4 -6 14 7 8 -10 -11 11 -13 -14 -15 -16
leaf_value=-0.0012343516646325721 -0.00056897095334825008 0.00095530621082288297 -0.00071556505370560066 -0.00095348651191264208 0.00084985135058678074 0.00087098968612262071 0.00068222282470068254 -0.00068234046416009689 0.00051286429603989781 -0.00067283136899006803 -0.00024883596137934862 0.00083939050891020453 -0.00017126843840044737 0.00017114683599318037 0.00028352409590206792
leaf_weight=0.0010195311549137656 0.0012786366594164022 0.0011160387925475091 0.0011088924476643216 0.0013356761677630362 0.0010019261661897124 0.0010271333284497947 0.0016502171416737967 0.0011081135752846194 0.0012619268135963882 0.0019009314325136029 0.001398778849054037 0.0015117066692396444 0.0014291671157257661 0.0010326341085685753 0.0010681864282291445
leaf_count=491 135 74 140 713 90 93 338 46 174 141 89 114 318 68 97
internal_value=0 4.73889e-05 9.1291e-05 2.5053e-05 8.09451e-05 2.4679e-05 -7.41239e-05 7.45885e-05 -6.50389e-05 -0.000188236 4.09931e-05 0.000316389 -0.000549152 0.000578446 0.000571502
internal_weight=0 0.01923 0.0179513 0.0158027 0.0146938 0.0136918 0.0115965 0.00883167 0.00718146 0.00591953 0.0040186 0.00291049 0.00276484 0.00214867 0.00209532
internal_count=3121 2630 2495 2353 2213 2123 1933 902 564 390 249 203 1031 142 190
is_linear=0
shrinkage=0.00177594


Tree=2741
num_leaves=12
num_cat=0
split_feature=133 3 52 16 43 47 1 2 48 12 16
split_gain=4.92435e-05 9.03536e-05 7.82579e-05 0.000141026 0.000103273 0.000152113 9.84461e-05 0.000144664 6.9573e-05 0.000107035 0.000145996
threshold=0.10622000000000002 0.16158000000000003 -0.24456499999999998 0.19444000000000003 -0.092909999999999979 0.096175000000000024 0.099660000000000012 0.11215000000000001 0.085700000000000012 0.084100000000000022 -0.056919999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 -4 6 8 -8 9 10 -6
right_child=-2 -3 3 -5 5 -7 7 -9 -10 -11 -12
leaf_value=-0.0033720748914815575 -0.0029169798175986122 0.0041848198184665083 -0.0035115826700907156 0.0047701908799577409 0.0062652089036175267 -0.004761620904436931 0.0068799481113889132 -0.00023603346757176158 -0.0033428950103431051 -0.0017600692813103166 -0.00096535186727538826
leaf_weight=0.0013209958682473049 0.0010848085880750718 0.0010415671495434655 0.0016564637028853154 0.0012198954079413174 0.001172731886475098 0.0010180581375287745 0.001186021483452919 0.0010838358371492163 0.0010150542913732507 0.0018102260956949475 0.0010484552108950109
leaf_count=331 435 149 276 127 115 155 190 113 163 919 148
internal_value=0 0.00020031 -0.000130859 0.000251063 -0.000300729 0.000337431 0.00104696 0.00348213 -4.83628e-05 0.000781155 0.00285221
internal_weight=0 0.0135733 0.0125317 0.0112107 0.00999085 0.00833438 0.00731632 0.00226986 0.00504647 0.00403141 0.00222119
internal_count=3121 2686 2537 2206 2079 1803 1648 303 1345 1182 263
is_linear=0
shrinkage=0.0140794


Tree=2742
num_leaves=15
num_cat=0
split_feature=147 11 0 16 403 1 13 52 12 0 15 15 1 1
split_gain=0.000172297 0.000156179 0.00017873 0.000225354 0.000238059 0.000231656 0.000192823 0.000135946 0.000189349 0.000120083 0.000104649 0.000111646 0.000128673 0.000169981
threshold=0.088610000000000008 0.08765000000000002 0.18019500000000002 0.26676500000000009 -1.0000000180025095e-35 0.13146500000000003 -0.00096999999999999983 -0.013374999999999998 0.088105000000000003 -0.084144999999999984 0.035560000000000008 -0.11713499999999999 0.094465000000000007 0.086560000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 -5 7 -6 -9 -10 11 -8 13 -13
right_child=-2 -3 -4 5 6 -7 10 8 9 -11 -12 12 -14 -15
leaf_value=-0.00073960405645801864 0.00066387870425779186 -0.00068412669203549788 0.00065495342892115218 -0.0011439804872996374 0.00071833080890138846 -2.0282078382841758e-05 -0.00045510854903048608 -0.00025965599352433335 0.00068308654882879172 -2.9679869159883305e-05 -0.00053799452741753594 0.00033194407310698073 0.00044783217330938681 -0.00045854313905477719
leaf_weight=0.0010758462149806783 0.0010043748858761655 0.0010207378013358239 0.0010614474607134041 0.001010010814081831 0.0015788031879005078 0.0010458426479156291 0.0012763849553868532 0.0018890538017954225 0.0018156106657698651 0.0010418364285851439 0.0012872081507011631 0.0013646974192007286 0.001859474642239789 0.0017246236332814635
leaf_count=726 127 124 24 276 468 29 106 440 163 257 141 107 78 55
internal_value=0 -4.72951e-05 -1.12437e-05 -5.29148e-05 1.86886e-05 -0.000572339 7.7644e-05 0.000292934 0.000151437 0.000423209 -0.000103627 -1.38104e-05 0.000100008 -0.000109348
internal_weight=0 0.0190516 0.0180308 0.0169694 0.0149135 0.00205585 0.0138377 0.0063253 0.0047465 0.00285745 0.00751239 0.00622518 0.0049488 0.00308932
internal_count=3121 2994 2870 2846 2541 305 1815 1328 860 420 487 346 240 162
is_linear=0
shrinkage=0.00167351


Tree=2743
num_leaves=15
num_cat=0
split_feature=403 403 0 403 133 13 147 52 52 49 15 2 4 0
split_gain=0.000162901 0.000156503 0.000119043 0.000142804 0.000174318 0.000150146 0.000145755 0.000104052 0.00014907 0.000146242 0.00018027 0.000175619 0.000151402 8.81598e-05
threshold=0.10301500000000001 0.08332500000000001 0.15398500000000004 -1.0000000180025095e-35 0.083950000000000011 -0.082199999999999981 0.087350000000000025 0.10160000000000001 0.0031350000000000002 -0.081404999999999991 -0.10653 0.11215000000000001 0.0052350000000000009 -0.10224499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 6 -6 7 8 9 -5 11 -11 -12 -14
right_child=-2 -3 -4 4 5 -7 -8 -9 -10 10 12 -13 13 -15
leaf_value=-0.00069475046240368072 -0.00071041995309062563 0.0006813804096169096 0.00051413044599966028 0.000347153124812982 -2.4258197687985485e-05 0.00093980780494279186 0.00055609464201922287 -0.00057387696223122034 0.00054289750520488777 0.00055125497158312617 -0.00087128973520861613 -0.00044417212623037717 -0.00058132415538399444 8.6095969606340836e-05
leaf_weight=0.0010860760452735029 0.0010420388010890158 0.0011218967877839941 0.0012767608184181952 0.0015035323764105461 0.0010425275457545007 0.0010784833508073019 0.0010287951974941026 0.0016672671797439429 0.0011029521189435685 0.0013693002208744198 0.0019340093556206124 0.0010109675359926042 0.0011495695162517805 0.0014926966386765161
leaf_count=752 202 112 48 93 354 329 110 259 127 91 421 97 46 80
internal_value=0 2.63973e-05 -1.74913e-05 -6.13776e-05 -1.35413e-05 0.000465946 -9.65e-05 -0.000156284 -8.34782e-05 -0.00016514 -0.000275863 0.000128469 -0.000486168 -0.000204278
internal_weight=0 0.0178648 0.0167429 0.0154662 0.0143801 0.00212101 0.0122591 0.0112303 0.00956303 0.00846008 0.00695654 0.00238027 0.00457628 0.00264227
internal_count=3121 2919 2807 2759 2007 683 1324 1214 955 828 735 188 547 126
is_linear=0
shrinkage=0.00181146


Tree=2744
num_leaves=15
num_cat=0
split_feature=403 403 123 484 156 12 1 160 12 151 2 43 3 3
split_gain=0.000153138 0.000155404 0.000120572 0.000127115 0.000128011 0.000157189 0.000368284 0.000163143 0.000175531 0.000200744 0.000197583 0.000167327 0.000189027 8.01093e-05
threshold=0.10301500000000001 0.08332500000000001 1.0000000180025095e-35 -0.0068949999999999992 0.091255000000000017 -0.029094999999999999 0.12873500000000002 -0.082299999999999984 0.10832500000000002 -0.0083949999999999979 0.095040000000000013 -0.074974999999999986 -0.0087149999999999988 -0.11255999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 -5 7 -7 9 -9 11 -11 -13 -12
right_child=-2 -3 -4 4 -6 6 -8 8 -10 10 13 12 -14 -15
leaf_value=-0.00060661205639841065 -0.00064787394212684549 0.00062317156869522519 0.00048994653181761978 -0.00057074458082755812 -0.00056862042702988231 -0.00064707034649447138 0.00096607006412860257 -0.00033799024389571849 -0.00056115821660048079 0.00051739270757643569 0.0010080896924308041 -0.00071560659976690317 0.00019077575095942755 0.00040211065302204937
leaf_weight=0.0011102485255327582 0.0010169856953365876 0.0011201961171654366 0.0011983057790287297 0.001122298656566551 0.0010924288826915417 0.0010303689373752757 0.0011936456715829205 0.0019290066398697323 0.0011461836591564753 0.0013679442943754809 0.0010004773925358368 0.0011432378735466132 0.001476862216028598 0.0015693629815348581
leaf_count=462 202 112 251 104 223 379 89 174 109 190 56 547 41 182
internal_value=0 2.01279e-05 -2.11122e-05 -6.14496e-05 -1.84369e-05 2.78701e-05 8.45302e-05 -1.41477e-05 5.35507e-05 0.000136569 0.000276161 4.29798e-05 -0.000204709 0.000638027
internal_weight=0 0.0175006 0.0163804 0.0151821 0.0140718 0.0129794 0.0118571 0.0106634 0.00963308 0.00848689 0.00655788 0.00398804 0.0026201 0.00256984
internal_count=3121 2919 2807 2556 2094 1871 1767 1678 1299 1190 1016 778 588 238
is_linear=0
shrinkage=0.00167351


Tree=2745
num_leaves=12
num_cat=0
split_feature=14 0 16 160 151 0 16 3 16 2 2
split_gain=5.35498e-05 6.45437e-05 0.000150886 0.000117875 9.63815e-05 9.3086e-05 0.000204496 0.000121584 8.75277e-05 0.000103036 6.12287e-05
threshold=-0.22253999999999999 -0.10607499999999999 -0.014754999999999999 0.086325000000000013 -0.0077149999999999988 -0.061629999999999997 -0.056919999999999991 -0.078934999999999991 0.064860000000000015 0.10188000000000001 0.084145000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 6 7 -3 -7 10 -10
right_child=1 5 -4 -5 -6 8 -8 -9 9 -11 -12
leaf_value=-0.0030900219478688733 -0.0016501991578983756 -0.0031222550599033379 0.0065977829267046774 -0.0040475097444565185 0.0038130851055883565 0.0043565310069755949 -0.0070171617926939062 0.002943504010512812 -0.00072024966379754315 -0.0034321988961320917 0.0043722513954860291
leaf_weight=0.0011346776644161035 0.00111512683171959 0.0013568011181890548 0.001012706308313128 0.001013421461571351 0.0018297939157107639 0.00116966148908832 0.0012728899409986472 0.0014851685352511149 0.0010261256804682262 0.0013477739997833638 0.0010005700425483877
leaf_count=133 103 767 108 92 212 222 862 302 68 168 84
internal_value=0 0.000221975 0.00155234 0.00026151 0.00174435 -0.000541777 -0.0021378 4.7615e-05 0.000903476 -0.000293424 0.00179389
internal_weight=0 0.01363 0.00497105 0.00395834 0.00294492 0.00865899 0.00411486 0.00284197 0.00454413 0.00337447 0.0020267
internal_count=3121 2988 515 407 315 2473 1931 1069 542 320 152
is_linear=0
shrinkage=0.0146482


Tree=2746
num_leaves=16
num_cat=0
split_feature=1213 0 403 1 52 0 3 13 159 14 0 151 4 16 1
split_gain=0.000484961 0.000204338 0.00027329 0.0001948 0.000333606 0.000316961 0.000230039 0.000251268 0.000197581 0.000198474 0.000160117 0.000199838 0.000133406 0.000100869 0.000132057
threshold=-1.0000000180025095e-35 0.18019500000000002 0.092070000000000013 0.090405000000000013 0.10160000000000001 -0.059114999999999994 0.013900000000000001 -0.020934999999999999 0.076905000000000015 -0.10708499999999999 -0.10607499999999999 -0.0017399999999999998 0.19806500000000002 -0.056919999999999991 0.13021500000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 6 7 -2 9 -5 11 -11 -13 -12 -15
right_child=1 -3 -4 8 -6 -7 -8 -9 -10 10 13 12 -14 14 -16
leaf_value=-0.0012786484675118414 -0.00029199132478235229 0.00062386965724875562 0.00066242330555898142 -0.00084838741530084084 -0.0012217176418067416 0.00039860507015236906 -3.8824965243659294e-06 -0.0014515849588410022 0.00063955727878600417 -0.0002500508895007062 1.1860563209152672e-05 7.0941820042061908e-05 0.0008773131156111088 -0.00099078222434459038 -0.00015917272822469855
leaf_weight=0.0010775985800269795 0.0010906799533460876 0.0010679270976345348 0.001144637271029948 0.0010096318686127074 0.0012541250773543747 0.0015763442700587023 0.0015099435512586634 0.0010872474419321579 0.0010735994088260032 0.0017483248379059069 0.001820950070719243 0.0011026487566525595 0.0013057162052623542 0.0010005309765165303 0.0012534003762567636
leaf_count=491 617 36 120 62 300 138 62 326 212 110 225 58 74 258 32
internal_value=0 -0.000101572 -0.000144665 -0.000199546 -0.000430541 -0.000242054 -0.000515898 -0.000870874 -5.35709e-05 -0.000134095 -4.64847e-05 0.000189231 0.000508123 -0.000286933 -0.000528328
internal_weight=0 0.0190457 0.0179778 0.0168331 0.00651834 0.00526422 0.00368787 0.00217793 0.0103148 0.0092412 0.00823157 0.00415669 0.00240836 0.00407488 0.00225393
internal_count=3121 2630 2594 2474 1443 1143 1005 943 1031 819 757 242 132 515 290
is_linear=0
shrinkage=0.00170698


Tree=2747
num_leaves=17
num_cat=0
split_feature=1213 0 403 147 52 15 0 42 52 4 49 3 2 151 0 133
split_gain=0.000496504 0.000171075 0.000293294 0.000182978 0.00018014 0.000576857 0.000272799 0.000341567 0.000251378 0.000349518 0.000262131 0.000184742 0.000251375 0.000118654 0.000210091 9.34808e-05
threshold=-1.0000000180025095e-35 0.18019500000000002 0.03138500000000001 0.088610000000000008 0.10160000000000001 -0.03241999999999999 -0.019414999999999998 -1.0000000180025095e-35 0.0031350000000000002 -0.04890499999999999 -0.081404999999999991 -0.075944999999999985 0.11215000000000001 -0.0083949999999999979 -0.11437499999999999 -0.084614999999999982
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 6 -6 7 -2 9 -9 -11 -12 13 -13 -15 -4
right_child=1 -3 15 -5 5 -7 -8 8 -10 10 11 12 -14 14 -16 -17
leaf_value=-0.0012615872811670814 -0.0010485979940751172 0.00073859207652864816 0.0010656756614685157 0.00068468410378017051 0.00032863576227351186 -0.0013869619896564969 0.00060875054072156759 -0.0011319579436703088 0.00083018178615448313 0.00072538113550605927 -0.00079072575535012797 -0.00025074394766979007 -0.00069618850510564224 0.0011306931123322797 2.3362340934011285e-05 0.0002706318879477099
leaf_weight=0.0010405509299355768 0.0012716429594172201 0.001153303121509036 0.0010125380547812857 0.0010098463145677963 0.0012882647224749105 0.0013921928800048689 0.0019077297405639031 0.0010495440727223866 0.0010360272711680456 0.0014060979195376069 0.0012570790658927144 0.0010570701463841203 0.0012711070819439538 0.0010148115215073972 0.001380893627442409 0.0010070470403013019
leaf_count=491 411 36 123 115 223 247 235 187 153 103 416 55 125 44 78 79
internal_value=0 4.83154e-05 4.95935e-06 -7.71319e-05 -0.000127308 -0.000562422 -3.51241e-05 -0.000149449 -2.87438e-05 -0.000134221 7.53606e-06 -0.000161226 6.29085e-06 0.000264902 0.000492423 0.000669235
internal_weight=0 0.0195152 0.0183619 0.0163423 0.0153325 0.00268046 0.012652 0.0107443 0.00947263 0.0084366 0.00738706 0.00598096 0.00472388 0.00345278 0.00239571 0.00201959
internal_count=3121 2630 2594 2392 2277 470 1807 1572 1161 1008 821 718 302 177 122 202
is_linear=0
shrinkage=0.00184769


Tree=2748
num_leaves=16
num_cat=0
split_feature=1213 403 15 123 484 42 43 42 51 42 16 1 43 16 48
split_gain=0.000508645 0.000207076 0.000287242 0.000163291 0.000168857 0.000165984 0.00020255 0.000153623 0.000140702 0.000168478 0.000174618 0.000236135 0.000132913 0.000231996 0.000104053
threshold=-1.0000000180025095e-35 0.03138500000000001 0.088235000000000022 1.0000000180025095e-35 -0.0068949999999999992 -1.0000000180025095e-35 -0.14968999999999996 0.092145000000000019 -0.076794999999999988 0.087995000000000004 -0.36241499999999999 0.104035 0.0034250000000000005 -0.056919999999999991 0.084170000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 4 -2 -6 -7 8 -8 10 -10 12 13 14 -12
right_child=1 2 -4 -5 5 6 7 -9 9 -11 11 -13 -14 -15 -16
leaf_value=-0.0012143227772582494 -0.00069682019716351686 -7.0591089109896019e-05 0.0011833813806338596 0.00055875806345690869 -0.00053927241020982166 0.00069927492945957934 -0.00050880796314366043 -0.00056535317262555328 -0.00043856718396087654 0.00079900928277423582 0.00055961825743560561 0.00081867905518957285 0.00049313239821313062 -0.00079425014833590924 -0.00022419334204490637
leaf_weight=0.0010289579314206798 0.0012172570588470976 0.0011321468883653775 0.0010839791822527811 0.0013419857486935425 0.0016541710296534519 0.0012960196853271143 0.0012000292999716613 0.0014088113863287436 0.001776686694846318 0.0010011135637433902 0.0010234351515151512 0.0013646279971399333 0.0011734040522033418 0.001211744554532605 0.0010303354964094069
leaf_count=491 447 171 39 251 457 70 228 298 142 147 62 111 31 143 33
internal_value=0 4.26888e-05 0.000542768 -2.36742e-05 -7.45685e-05 -2.10027e-05 4.76576e-05 -2.78111e-05 4.9611e-05 0.000127701 3.90423e-05 0.000185257 -9.47215e-06 -0.000190074 0.000166396
internal_weight=0 0.0189157 0.00221613 0.0166996 0.0153576 0.0141404 0.0124862 0.0111902 0.00978138 0.00858135 0.00758023 0.00580355 0.00443892 0.00326552 0.00205377
internal_count=3121 2630 210 2420 2169 1722 1265 1195 897 669 522 380 269 238 95
is_linear=0
shrinkage=0.00174112


Tree=2749
num_leaves=11
num_cat=0
split_feature=484 42 47 42 51 43 48 0 43 2
split_gain=5.44253e-05 5.86151e-05 6.86514e-05 9.5328e-05 9.43256e-05 0.000113938 0.00011902 0.000159329 9.08149e-05 5.64006e-05
threshold=-0.0068949999999999992 0.10256000000000001 0.10980000000000002 -1.0000000180025095e-35 -0.076794999999999988 -0.072864999999999985 0.086260000000000017 -0.14116499999999996 0.070450000000000013 0.090175000000000019
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 -5 9 7 -7 -9 -6
right_child=1 -3 -4 4 5 6 -8 8 -10 -11
leaf_value=-0.0031918543791664166 -0.0028101946109923637 -0.0027581399542447719 0.0033596608690024169 -0.003011775176092728 0.0063436187386205507 0.005927277126013316 -0.0028929592774079933 -0.0021937620807462696 0.0026952212504314753 0.0017707399554245627
leaf_weight=0.0010220094372606564 0.0018728091854350046 0.0012311213937203644 0.00143494609297739 0.0012020054593769218 0.0010445302162931068 0.0011630386476591003 0.0017328919388881481 0.0018295255715825754 0.0012801584829416988 0.0010952774765324432
leaf_count=503 778 311 119 290 261 101 111 410 66 171
internal_value=0 0.000174631 0.000459937 8.90942e-05 0.000669983 0.00121329 0.000219334 0.00148159 -0.000181122 0.00400295
internal_weight=0 0.0138863 0.0126552 0.0112202 0.00934743 0.00814542 0.00600561 0.00427272 0.00310968 0.00213981
internal_count=3121 2618 2307 2188 1410 1120 688 577 476 432
is_linear=0
shrinkage=0.0140794


Tree=2750
num_leaves=15
num_cat=0
split_feature=403 403 42 160 52 43 3 43 4 4 2 16 39 52
split_gain=0.000174944 0.000206243 0.000158482 0.000223361 0.000278932 0.000267764 0.000238654 0.000256795 0.000175778 0.000250718 0.000248272 0.00024755 0.000174245 4.29451e-05
threshold=0.10301500000000001 0.03138500000000001 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.013374999999999998 -0.074359999999999996 -0.077774999999999983 -0.14968999999999996 0.24564500000000003 0.053925000000000008 0.089885000000000007 -0.071854999999999988 0.0046100000000000004 0.024145000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 12 4 -4 6 7 -5 9 10 -7 -12 -1 -13
right_child=-2 -3 3 5 -6 8 -8 -9 -10 -11 11 13 -14 -15
leaf_value=-0.0010010456812709918 -0.00073009497836381296 0.00066298876775429177 0.0001289973213804258 0.00086832720605211386 -0.00090132057340612808 -0.00054671279689485239 0.0012391761739976427 -0.00033868597615843189 0.00047814828845239621 -0.00089173940960249885 0.00090709321317710562 -0.00032450488309436942 8.6157491867335024e-06 0.00016915555046399097
leaf_weight=0.0010517881043372737 0.0010325168686055137 0.0014542510501711963 0.0016967444844993487 0.0010596252751555735 0.0016199597950451424 0.0017070885424034146 0.0011225020577762283 0.0011695131637863305 0.0017233107731668227 0.0012022122380223321 0.0012648396251537493 0.0011086420369799217 0.0011059622101743383 0.0011145574300090999
leaf_count=620 202 174 287 46 492 272 190 232 167 64 98 158 63 56
internal_value=0 2.11564e-05 -3.39212e-05 3.16794e-05 -0.000374235 0.000149032 0.000571356 0.00023507 -2.52748e-05 -0.000160887 8.2412e-06 0.000279842 -0.00048354 -7.70179e-05
internal_weight=0 0.018401 0.0169467 0.014789 0.0033167 0.0114723 0.00335164 0.00222914 0.00812065 0.00639734 0.00519513 0.00348804 0.00215775 0.0022232
internal_count=3121 2919 2745 2062 779 1283 468 278 815 648 584 312 683 214
is_linear=0
shrinkage=0.00177594


Tree=2751
num_leaves=17
num_cat=0
split_feature=1213 403 15 42 12 52 52 4 0 47 1 0 15 0 160 4
split_gain=0.000505319 0.000207068 0.000320966 0.000196398 0.000277777 0.000207862 0.000287548 0.000182314 0.000410363 0.000294683 0.0001286 0.000321581 0.00016143 0.000160427 0.000128101 5.40359e-05
threshold=-1.0000000180025095e-35 0.03138500000000001 0.088235000000000022 -1.0000000180025095e-35 0.051320000000000005 0.19022000000000003 0.10473500000000001 -0.35136499999999998 -0.060129999999999996 0.10904500000000002 0.094385000000000011 -0.14920999999999998 -0.092334999999999987 -0.10096999999999999 0.083670000000000008 0.053180000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 4 -2 6 7 -5 9 10 13 12 -12 14 15 -9
right_child=1 2 -4 5 -6 -7 -8 8 -10 -11 11 -13 -14 -15 -16 -17
leaf_value=-0.0012740386195411501 4.3174332286009265e-05 -0.00010283415133643028 0.0012771100380320009 -0.00054533089401053629 -0.0012675307591262096 -0.00065369885007523305 0.00085914646031692973 6.2996217254050407e-05 0.00097758583237044167 -0.00094396527625322196 -0.00062306402392610556 0.00093041643180113423 0.00040139974668381058 -0.0007057871476614442 -0.00047760650159100733 0.00063618364567725647
leaf_weight=0.0010777037196100158 0.0013152876712204907 0.001226706262528506 0.0011693828503072101 0.0017190168295262423 0.0010194380244634869 0.001344211178136114 0.0016609233099451415 0.0012779755346793414 0.001665081266804023 0.0011208062489522349 0.0011808187938451287 0.0017693979597568285 0.0010167339370088513 0.0012533529203855569 0.0010090717911244163 0.00107607100305529
leaf_count=491 93 171 39 178 434 276 112 66 192 101 38 222 56 590 36 26
internal_value=0 4.94475e-05 0.000570631 -1.83185e-05 -0.000529134 5.5787e-05 0.000120448 2.67062e-05 0.000113197 -3.51174e-05 8.35581e-05 0.000332414 -0.000149079 -0.000130284 8.41918e-05 0.000325009
internal_weight=0 0.0208243 0.00239609 0.0184282 0.00233473 0.0160935 0.0147492 0.0130883 0.0113693 0.00970423 0.00858342 0.00396695 0.00219755 0.00461647 0.00336312 0.00235405
internal_count=3121 2630 210 2420 527 1893 1617 1505 1327 1135 1034 316 94 718 128 92
is_linear=0
shrinkage=0.00188464


Tree=2752
num_leaves=18
num_cat=0
split_feature=1213 456 50 13 13 131 3 130 0 52 2 15 1 15 4 151 43
split_gain=0.000452275 0.000156175 0.000156597 0.000170048 0.000168443 0.000176596 0.000163725 0.000163098 0.000151949 0.000206362 0.000356618 0.000195192 0.000301357 0.000144357 0.000106967 9.70794e-05 7.62586e-05
threshold=-1.0000000180025095e-35 0.077935000000000018 0.10647500000000001 -0.49353499999999995 -0.010384999999999998 0.088495000000000004 -0.084074999999999997 -0.0015749999999999998 -0.019414999999999998 -0.088204999999999992 0.11215000000000001 0.013270000000000002 0.094465000000000007 -1.0000000180025095e-35 -0.35136499999999998 -0.0038099999999999996 0.016310000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 6 -5 -6 9 -9 11 12 15 -8 -10 -11 -15
right_child=1 -3 -4 4 7 -7 13 8 14 10 -12 -13 -14 16 -16 -17 -18
leaf_value=-0.0011577275592938067 -0.00054654022005389241 -0.00062285262326156705 -0.00058455655426697798 3.182481656403488e-05 -0.00060477780589101421 -0.000236196081401735 0.00023256953732356194 -0.00071174070266773009 0.00012880863097294596 0.00051176055488103879 -0.00071936163119313353 -0.00035699054911525057 0.0012237882295453779 0.00067818680081356867 0.00092111599472091969 -0.00019890477115869074 0.0013084295586967625
leaf_weight=0.001047267697528948 0.0011417075233476062 0.0010625098922430768 0.0010650306756193944 0.0014507487284469013 0.0011562547754327126 0.0011456893684956421 0.001193884453180351 0.0011484914003077025 0.0010987978631651352 0.0012159745213260473 0.0012845128476423259 0.0010066952970591014 0.0012755319766974416 0.0012355234183188753 0.0010519333931509238 0.0012090630276221171 0.0011875202768494297
leaf_count=491 65 215 244 274 162 208 440 153 125 40 63 128 77 204 64 78 90
internal_value=0 3.96255e-05 7.69328e-05 0.000116507 0.000161943 0.000393495 0.000535854 2.42315e-05 0.000102511 -2.21361e-05 0.000110046 0.000336374 0.000524995 0.000738019 0.00051633 0.000157441 0.000987065
internal_weight=0 0.0199299 0.0188674 0.0178023 0.0166606 0.00621337 0.00506768 0.0104473 0.009291 0.00714027 0.00599178 0.00470726 0.00370057 0.00361693 0.00215073 0.00242504 0.00242304
internal_count=3121 2630 2415 2171 2106 1216 1008 890 728 539 386 323 195 734 189 118 294
is_linear=0
shrinkage=0.00177594


Tree=2753
num_leaves=17
num_cat=0
split_feature=1213 403 15 160 474 42 43 52 160 2 4 1 3 52 1 4
split_gain=0.000425473 0.000192966 0.000311599 0.000158842 0.000346062 0.000250953 0.000230348 0.000245289 0.000216171 0.000126311 0.000250614 0.000406148 0.000294123 0.000234544 0.00018981 8.43829e-05
threshold=-1.0000000180025095e-35 0.03138500000000001 0.088235000000000022 -1.0000000180025095e-35 0.084660000000000027 -1.0000000180025095e-35 -0.14968999999999996 0.13389000000000004 -0.089549999999999991 0.11411 0.0052350000000000009 0.086560000000000012 0.090900000000000009 0.085310000000000011 0.094385000000000011 0.23246000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 4 8 -5 -7 9 -2 10 11 13 14 -8 -12 -11
right_child=1 2 -4 5 -6 6 7 -9 -10 15 12 -13 -14 -15 -16 -17
leaf_value=-0.0011429882461417775 -0.00029359255299011579 -0.00012208671851072963 0.0012045264517462015 -0.00054387426744012307 0.00046405128615879473 0.00088043718641207856 0.0007215128858704343 0.00087662121318028859 -0.0013655218123605922 -3.3962113680051617e-05 -0.00042352901208160922 -0.0010225005161676258 0.0011713395629386523 -0.00039383929080787035 0.0005476238724447729 -0.00075889387202241799
leaf_weight=0.0010503051860430495 0.0015182569743716311 0.0011810342789705169 0.0011435163513593416 0.0019296815756981297 0.0011580021609472746 0.0012982249673056988 0.0013283189020013913 0.0011195268420011164 0.001040359235324132 0.0010132791885021364 0.0012659470962681357 0.001383272190542989 0.0011775299319268309 0.0011580244065836354 0.0013805925229415121 0.0010976459147111883
leaf_count=491 371 171 39 427 206 64 211 70 259 105 63 307 53 85 97 102
internal_value=0 3.95571e-05 0.000530514 -2.4312e-05 -0.000357586 6.32126e-05 0.00015906 7.33317e-05 -0.00072945 -1.83909e-05 8.93063e-05 -0.000235701 0.000418185 0.000202033 8.30821e-05 -0.000410915
internal_weight=0 0.0201932 0.00232455 0.0178687 0.00371662 0.014152 0.0122224 0.0109241 0.00255862 0.00980461 0.00769369 0.00386962 0.00382407 0.00248634 0.00264654 0.00211093
internal_count=3121 2630 210 2420 836 1584 1157 1093 630 1023 816 603 213 296 160 207
is_linear=0
shrinkage=0.00181146


Tree=2754
num_leaves=11
num_cat=0
split_feature=42 43 16 12 0 12 12 51 16 15
split_gain=6.20257e-05 7.97446e-05 9.83526e-05 9.59536e-05 9.57076e-05 7.72411e-05 0.000149412 9.53099e-05 9.31416e-05 0.000114894
threshold=-0.11051499999999999 -0.17390999999999998 0.15891500000000003 0.095175000000000023 -0.061629999999999997 0.090995000000000006 0.088105000000000003 0.081440000000000026 -0.013324999999999998 -0.10091499999999999
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 4 -4 5 6 7 8 9 -3
right_child=1 2 3 -5 -6 -7 -8 -9 -10 -11
leaf_value=-0.0038583509678622873 0.0035842265947978566 -0.00092182105533855879 -0.006841325950513808 -0.00021892957474846459 0.0039025161871858059 -0.0035148497570097041 0.0053139572327565868 0.0023160312106552407 0.0017173743884046867 -0.0074145298744381413
leaf_weight=0.0010107519452023034 0.0015638571768736816 0.001685848985448753 0.0010125382795930669 0.0012042190604182306 0.001677995170065367 0.0014936590137404025 0.0012999056456628726 0.0018900891493727852 0.0011938550976519982 0.0011543747425508644
leaf_count=181 138 203 246 179 271 581 308 183 357 474
internal_value=0 0.000207045 -0.000211701 -0.00324381 0.000434858 -0.000232599 0.000446043 -0.000622095 -0.0019987 -0.0035607
internal_weight=0 0.0141763 0.0126125 0.00221676 0.0103957 0.00871773 0.00722407 0.00592417 0.00403408 0.00284022
internal_count=3121 2940 2802 425 2377 2106 1525 1217 1034 677
is_linear=0
shrinkage=0.0158556


Tree=2755
num_leaves=12
num_cat=0
split_feature=42 42 43 40 133 160 52 49 4 0 157
split_gain=5.05389e-05 6.79459e-05 9.53636e-05 0.000196976 0.000136721 0.000135742 0.000206595 0.000150654 0.000188629 0.000176072 0.000135205
threshold=-0.11051499999999999 -0.088669999999999985 0.16180500000000003 -0.013874999999999998 0.091410000000000005 -1.0000000180025095e-35 0.077655000000000016 -0.043469999999999995 0.053180000000000012 -0.10224499999999999 -0.059399999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 5 10 7 -7 -9 -10 -5
right_child=1 2 -4 4 -6 6 -8 8 9 -11 -12
leaf_value=-0.0030411056638685956 0.0035690114991975899 0.0055896768083630727 -0.004089764715234403 0.0011372441766896362 -0.0051087117848779111 0.0028260055266663346 0.0049690087968973125 -0.0057699828935689418 -0.0031907250781261815 0.0048428453814548002 -0.0055135639375690068
leaf_weight=0.0010050651843226304 0.0010338431956661174 0.0011831483158731221 0.0010531028185679766 0.0010093874926057596 0.0010367730050515308 0.0019234687960918468 0.0019297626869055756 0.0014631162557188844 0.0010739118296332339 0.001007420373652361 0.0013766982823345594
leaf_count=181 211 267 196 234 474 151 329 483 81 91 423
internal_value=0 0.000162655 -0.000107062 0.000242347 -0.000342345 0.000162741 0.00108613 -0.00028424 -0.00197208 0.000697738 -0.00270007
internal_weight=0 0.0140906 0.0130568 0.0120037 0.0108205 0.00978377 0.00739768 0.00546792 0.00354445 0.00208133 0.00238609
internal_count=3121 2940 2729 2533 2266 1792 1135 806 655 172 657
is_linear=0
shrinkage=0.0138033


Tree=2756
num_leaves=15
num_cat=0
split_feature=1213 124 123 4 403 42 160 151 484 0 52 4 2 47
split_gain=0.000504089 0.000176977 0.000233893 0.000295695 0.00031385 0.000369089 0.000261452 0.000380256 0.00024437 0.000127072 0.000201981 0.000291778 0.000255205 0.000247284
threshold=-1.0000000180025095e-35 0.08919500000000001 1.0000000180025095e-35 -0.49405499999999997 0.03138500000000001 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.090369999999999992 0.08660000000000001 -0.010949999999999998 0.077655000000000016 0.0061450000000000003 0.11411 0.090280000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 -5 8 -8 -7 10 11 -9 13 -13
right_child=1 -3 -4 4 -6 6 7 9 -10 -11 -12 12 -14 -15
leaf_value=-0.0011721805562137403 -0.000827697351114977 0.00074067245674065522 0.00071789532416998358 -0.0009309678566097818 0.00070922560751110453 -0.00091986169853573404 -0.00081744941394508452 -0.00053330812508675738 0.00013794160253479253 0.00075148356690926601 0.00076987882877965817 0.0009756235062155299 -0.000453407961743673 4.9873564412923755e-05
leaf_weight=0.0010373557806188224 0.0012907111560092012 0.0010219692017518064 0.0012670335114335482 0.0012941187069533894 0.0017244882559320713 0.0014548364185238078 0.0010543386967822406 0.0017842902692646991 0.0011310902180595717 0.0013384069022167122 0.0013862656862861367 0.0016845444561012363 0.0010415294740815373 0.0016784549935309201
leaf_count=491 137 60 233 482 189 464 73 370 176 85 149 89 78 45
internal_value=0 4.95416e-05 1.05835e-05 -4.25615e-05 2.25143e-05 -6.30025e-05 2.64727e-05 0.000151944 -0.000457176 0.00026661 0.00018094 4.90202e-05 0.000284924 0.000513587
internal_weight=0 0.0191521 0.0181301 0.0168631 0.0155724 0.0138479 0.0125538 0.00996783 0.00258593 0.00891349 0.00757508 0.00618882 0.00440453 0.003363
internal_count=3121 2630 2570 2337 2200 2011 1529 889 640 816 731 582 212 134
is_linear=0
shrinkage=0.00170698


Tree=2757
num_leaves=15
num_cat=0
split_feature=0 1 2 3 15 147 151 49 151 4 42 51 15 47
split_gain=0.000141182 0.000152982 0.000194262 0.000243341 0.000130537 0.000107139 0.00012131 0.00012259 0.00019382 0.000110169 0.000141207 0.000171041 0.000162725 5.66473e-05
threshold=0.18019500000000002 0.077565000000000009 0.10613000000000002 -0.084074999999999997 0.083935000000000023 0.087350000000000025 0.032230000000000009 -0.047584999999999995 -0.033849999999999991 0.40945500000000007 0.088915000000000008 0.078435000000000019 -0.016799999999999995 0.09585500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -5 6 7 -3 -9 10 11 12 13 -10
right_child=-2 5 -4 4 -6 -7 -8 8 9 -11 -12 -13 -14 -15
leaf_value=-0.00070986753527910694 0.00065742688057989981 0.00049671443942329884 -0.0010626671219536215 -0.0001851457932181755 0.0006620101617858139 0.00063632425297010869 -0.00061434233529751863 -0.00072555078537934515 -0.00012421125229090339 0.00056481843253133554 -0.00062373104943217426 0.00074976186657549934 0.00037094179241867604 -0.00073449541296055415
leaf_weight=0.0016808484991346212 0.0010309435914744964 0.0018898355887608806 0.001030777040797605 0.0013830157714590603 0.0012123901778921808 0.0010277775691373012 0.0010349049708624847 0.001231528679133123 0.0011149332563946427 0.0013678781465359877 0.0011439302882815042 0.0011440827817650323 0.0016133935410173553 0.0010480330943499067
leaf_count=653 36 167 242 417 300 109 91 105 54 213 259 107 303 65
internal_value=0 -5.97831e-05 -0.000328243 -0.000151213 0.000210586 5.31444e-05 1.42262e-06 6.18055e-05 -3.30614e-05 8.16845e-05 -2.7291e-05 0.000111372 -8.20334e-05 -0.000419915
internal_weight=0 0.0179233 0.00530703 0.00427625 0.00259541 0.0126163 0.0115885 0.0105536 0.00866378 0.00743225 0.00606437 0.00492044 0.00377636 0.00216297
internal_count=3121 3085 1612 1370 717 1473 1364 1273 1106 1001 788 529 422 119
is_linear=0
shrinkage=0.00188464


Tree=2758
num_leaves=11
num_cat=0
split_feature=484 4 12 39 13 43 0 3 48 3
split_gain=5.01318e-05 6.16178e-05 6.34932e-05 7.54876e-05 0.000134008 0.000107324 0.000226031 0.000158724 0.000152367 7.71455e-05
threshold=-0.0068949999999999992 0.27044500000000005 0.10711000000000002 0.097050000000000011 -0.094514999999999988 -0.074359999999999996 -0.10011499999999998 -0.077774999999999983 0.086260000000000017 -0.10023499999999998
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 7 8 9 -7 -6
right_child=1 -3 -4 -5 5 6 -8 -9 -10 -11
leaf_value=-0.0030477671618759417 0.0037812692405729239 0.0025956335032518226 -0.0035300242728163052 -0.0035271220968602153 0.0020104959513152993 0.0032879056027081705 -0.0053558272938413884 0.0059783931856497094 -0.003440735059906652 -0.0031690001871642892
leaf_weight=0.001030238678449708 0.0019718956061461736 0.0018086473613803207 0.0010321197991854996 0.0010229686028759852 0.0011711332393483931 0.0018406762294692677 0.0019495083907687732 0.0011111120915601076 0.0010463487979244235 0.0011106127212002692
leaf_count=503 208 346 196 61 98 103 926 186 49 445
internal_value=0 0.00016975 -0.000188233 0.00011906 0.000484693 -0.00030522 -0.0016519 0.00161448 0.000849234 -0.000510562
internal_weight=0 0.014065 0.0122564 0.0112243 0.0102013 0.00822939 0.00483653 0.00339286 0.00288703 0.00228175
internal_count=3121 2618 2272 2076 2015 1807 1078 729 152 543
is_linear=0
shrinkage=0.0140794


Tree=2759
num_leaves=15
num_cat=0
split_feature=1213 456 151 124 4 403 42 2 3 160 43 2 4 1
split_gain=0.000430754 0.000163949 0.000155615 0.000137129 0.000169705 0.000258105 0.000230996 0.000192872 0.000343505 0.000192176 0.000233962 0.000193614 0.000273082 0.000169164
threshold=-1.0000000180025095e-35 0.077935000000000018 0.086470000000000005 0.0049200000000000008 -0.49405499999999997 0.03138500000000001 -1.0000000180025095e-35 0.11215000000000001 0.10732000000000001 -1.0000000180025095e-35 -0.074359999999999996 0.089885000000000007 0.053180000000000012 0.11323000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 6 -6 8 9 -8 -11 12 -12 -9
right_child=1 -3 -4 -5 5 -7 7 13 -10 10 11 -13 -14 -15
leaf_value=-0.0011360614594943985 -0.00057867568577250027 -0.00063618661860566134 0.00075047707271394873 0.000671832005549899 -0.00072353995877690773 0.000675401759633202 -0.00052918525635236343 -0.00078250964362916377 0.0010645946931805575 0.00072410321869728004 -0.0010133067094527635 0.00039488032216931365 0.00021055152056680587 4.2424418736402715e-05
leaf_weight=0.0010415459319846601 0.0014701853409808648 0.0010804671082258318 0.0010180717669561702 0.0010081475906772051 0.0013716972544701575 0.001845758909596199 0.0014848481534693479 0.001420445085272364 0.0012048202220948517 0.0017756474893534657 0.00112509747717376 0.0017586113968691003 0.0011761443364990774 0.0017498641381569341
leaf_count=491 141 215 106 63 483 191 447 137 60 270 165 136 44 172
internal_value=0 3.61589e-05 7.56197e-05 3.61141e-05 -3.00527e-06 5.3747e-05 -3.40628e-05 4.68022e-05 0.000185879 4.12553e-05 0.000186404 -4.87675e-05 -0.000387804 -0.000327184
internal_weight=0 0.0194898 0.0184093 0.0173913 0.0163831 0.0149129 0.0130672 0.0116955 0.00852517 0.00732035 0.0058355 0.00405985 0.00230124 0.00317031
internal_count=3121 2630 2415 2309 2246 2105 1914 1431 1122 1062 615 345 209 309
is_linear=0
shrinkage=0.00177594


Tree=2760
num_leaves=11
num_cat=0
split_feature=457 1 52 0 4 12 13 3 1 1
split_gain=5.02286e-05 8.42514e-05 0.000115789 0.000110835 0.00016093 0.000115662 0.000154431 0.000109834 6.22045e-05 5.36564e-05
threshold=0.045365000000000009 0.122185 0.11434500000000002 -0.060129999999999996 -0.49405499999999997 0.090020000000000017 -0.010384999999999998 0.11296500000000002 0.090740000000000015 0.092695000000000013
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 5 -5 6 -1 -3 -2 -8
right_child=8 7 -4 4 -6 -7 9 -9 -10 -11
leaf_value=0.0028254183121224742 -0.00049269568084656199 0.005066190813135185 -0.0047717624608303744 -0.002414985752115191 0.0046086779212826043 -0.0044886743397895886 -0.00038478948406906182 -0.0013001063046446126 0.0044334479987336887 -0.0044738839100523595
leaf_weight=0.0019966954689109753 0.0010433298190460349 0.0012169685849400041 0.0013956280869062412 0.0010694740625677435 0.001813820284799845 0.0017879626341537856 0.001301506581860862 0.0010335538600669443 0.0010716784827883496 0.001346499378511723
leaf_count=787 138 160 427 125 214 635 280 126 151 78
internal_value=0 -0.000383453 -0.000914153 -0.000336242 0.00200345 -0.00138496 -0.000190193 0.00214246 0.00200339 -0.00246408
internal_weight=0 0.0129621 0.0107116 0.00931596 0.00288329 0.00643266 0.0046447 0.00225052 0.00211501 0.00264801
internal_count=3121 2832 2546 2119 339 1780 1145 286 289 358
is_linear=0
shrinkage=0.0143609


Tree=2761
num_leaves=16
num_cat=0
split_feature=1213 133 160 474 160 151 4 124 47 42 43 43 1 0 43
split_gain=0.000541446 0.000181066 0.000174411 0.000276254 0.000239081 0.000175699 0.000188645 0.000177953 0.00028946 0.000274755 0.000177797 0.000238643 0.000432527 0.000435886 4.28143e-05
threshold=-1.0000000180025095e-35 -0.085499999999999979 -1.0000000180025095e-35 0.084660000000000027 -0.095794999999999977 -0.090369999999999992 0.26790000000000008 -0.013479999999999999 0.09550500000000002 -1.0000000180025095e-35 0.07827000000000002 -0.084004999999999982 0.094465000000000007 -0.14001499999999997 0.10915000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 14 3 4 -3 -4 7 -7 9 -9 11 -11 13 -13 -2
right_child=1 2 5 -5 -6 6 -8 8 -10 10 -12 12 -14 -15 -16
leaf_value=-0.0012257406256659859 0.00078744540358184753 -0.00019916673519192846 -0.00057440569253070222 0.00032913588796778951 -0.001300006200785451 -0.00056488011740113636 0.00077413660168825665 -0.00081042080834621696 0.00082184196794026485 0.00054409847486188584 0.00071810359920060113 7.2985968252349616e-05 0.00036783392929757913 -0.0014760359013879804 0.00028959006064086505
leaf_weight=0.0010166724548842506 0.0010003734584675466 0.0013070330996904078 0.0010784329420281463 0.0011835808981488158 0.0010261718972046875 0.0011422490036986843 0.0012442812074088981 0.0010197669997004302 0.0015559607869788375 0.0017192287324159627 0.0012618769571357547 0.0010002480680944004 0.0019417621540904761 0.0011242556126145158 0.0010129638923260936
leaf_count=491 156 326 98 206 285 107 202 255 92 139 35 35 200 293 201
internal_value=0 5.3526e-05 -5.09047e-06 -0.000342582 -0.000683329 8.55942e-05 0.00014486 7.21274e-05 0.000147739 1.77208e-05 0.000137554 1.09305e-05 -0.000214494 -0.000746733 0.000536961
internal_weight=0 0.0186182 0.0166048 0.00351679 0.0023332 0.0130881 0.0120096 0.0107653 0.0096231 0.00806714 0.00704737 0.00578549 0.00406627 0.0021245 0.00201334
internal_count=3121 2630 2273 817 611 1456 1358 1156 1049 957 702 667 528 328 357
is_linear=0
shrinkage=0.00170698


Tree=2762
num_leaves=16
num_cat=0
split_feature=1213 151 457 1 150 403 15 0 52 42 2 4 52 16 4
split_gain=0.000475644 0.000140944 0.000198357 0.000168451 0.000164589 0.000222161 0.000275919 0.000256061 0.000212354 0.000170479 0.000249571 0.000375515 0.000400031 0.000268018 0.000130502
threshold=-1.0000000180025095e-35 0.086470000000000005 -0.0029299999999999994 0.14000500000000002 0.085455000000000017 0.03138500000000001 0.088235000000000022 0.15398500000000004 0.10744000000000002 -1.0000000180025095e-35 0.11177500000000001 0.076415000000000025 0.0031350000000000002 -0.056919999999999991 0.018150000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 7 -7 8 9 -4 11 12 13 -11 -6
right_child=1 -3 3 -5 14 6 -8 -9 -10 10 -12 -13 -14 -15 -16
leaf_value=-0.0012517712391999631 -0.00069474962042056988 0.00069864292024935802 -0.00085134766883969697 0.00076557888550879763 7.4753131608599121e-05 -0.00016372314554552193 0.0011723566015185694 0.00059901113412565567 -0.00087464203149096025 0.00019678630201357797 -0.00063891338308107951 0.00086778470532883063 0.00082045132738954368 -0.00098376246859011875 0.00095719155604485418
leaf_weight=0.0010084449958838787 0.0012632092564234037 0.0010796160019348527 0.0010292102347714055 0.0010936962521306609 0.0012741303588030281 0.0010825768932592331 0.0010295021279823624 0.0013222022706156364 0.0016376067242614917 0.0010574200438197181 0.0018330942530670052 0.001707949003812569 0.0010109952990399115 0.001731719102286919 0.0010384698952461396
leaf_count=491 218 108 420 116 145 133 39 35 364 136 189 76 138 442 71
internal_value=0 5.00903e-05 1.14311e-05 6.43765e-05 1.56993e-05 -6.26322e-05 0.000487529 -0.000165189 -0.000266151 -0.000147104 -4.83708e-05 0.000148162 -0.000175268 -0.000536192 0.000471011
internal_weight=0 0.0191914 0.0181118 0.0168486 0.0157549 0.0134423 0.00211208 0.0113302 0.010008 0.00837039 0.00734118 0.00550808 0.00380013 0.00278914 0.0023126
internal_count=3121 2630 2522 2304 2188 1972 172 1800 1765 1401 981 792 716 578 216
is_linear=0
shrinkage=0.00184769


Tree=2763
num_leaves=11
num_cat=0
split_feature=0 43 1 15 39 16 0 15 3 51
split_gain=4.57193e-05 0.000103412 9.5682e-05 0.000178986 9.54982e-05 0.000128593 9.4608e-05 8.99108e-05 8.82345e-05 8.38851e-05
threshold=0.15398500000000004 -0.27207999999999993 0.077565000000000009 0.035560000000000008 0.0046100000000000004 0.071345000000000006 -0.077999999999999986 -0.11713499999999999 -0.077644999999999978 0.012085000000000002
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 5 6 7 -4 -9 -10
right_child=-2 2 4 -5 -6 -7 -8 8 9 -11
leaf_value=-0.0043132285156913348 0.0024556069146202549 -0.0051600912418529304 -0.0027585404538328223 0.0011676980722532242 0.0046814239302000477 -0.0041463625351490629 0.0043611247306728608 0.0041276313190990854 -0.0021378255105685105 0.0024330615071366472
leaf_weight=0.0011113038837984928 0.0012759187875782006 0.0016540114355580691 0.0014504113723041731 0.0017557777980886273 0.0010693759196667854 0.0010786437780085506 0.0012835809812713908 0.0013606970680538821 0.0017076032882829819 0.0013857900820800628
leaf_count=136 60 779 138 723 276 252 262 263 158 74
internal_value=0 -0.000274928 7.71677e-05 -0.00190177 0.000799927 0.00029782 0.000964715 0.000226368 0.00119836 -9.01422e-05
internal_weight=0 0.0138572 0.0127459 0.00340979 0.0093361 0.00826673 0.00718808 0.0059045 0.00445409 0.00309339
internal_count=3121 3061 2925 1502 1423 1147 895 633 495 232
is_linear=0
shrinkage=0.0138033


Tree=2764
num_leaves=15
num_cat=0
split_feature=0 1 2 3 147 15 151 1 3 2 3 47 15 15
split_gain=0.00013622 0.000150997 0.0002146 0.000249523 0.00014011 0.000129348 0.000128279 0.000117569 0.000127733 0.000223767 0.000208835 0.00011359 9.81112e-05 2.21887e-05
threshold=0.18019500000000002 0.077565000000000009 0.10613000000000002 -0.084074999999999997 0.087350000000000025 0.083935000000000023 0.032230000000000009 0.14000500000000002 0.097915000000000016 0.082850000000000021 -0.078934999999999991 0.086380000000000012 -0.091604999999999978 -0.10653
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 6 -5 7 8 9 10 -3 -12 -11 -10
right_child=-2 4 -4 5 -6 -7 -8 -9 13 12 11 -13 -14 -15
leaf_value=-0.00066829036440228817 0.00063373508570803698 -0.00065962565768132959 -0.0010427704852128583 -0.00016233009843370257 0.00069886078470103076 0.00064536591903515479 -0.00059908693569694178 0.00065146595915270035 -0.00018827280634704048 0.00073139353477779528 0.00063897155231328441 -0.00015454242878343164 6.9922620964462656e-05 -0.00055314586613234001
leaf_weight=0.0016860864930529425 0.0010140093077083056 0.0016510744318439475 0.0010390351375421866 0.0013531998460191556 0.0010333125108227823 0.0012530945312577285 0.0010562504961220973 0.0010077520401053737 0.0010296564067446834 0.0019468691356343045 0.0010117083129427733 0.001426775472333941 0.0011828242250200849 0.0011664543780061098
leaf_count=653 36 334 242 417 109 300 91 108 56 169 198 105 211 92
internal_value=0 -4.88081e-05 -0.00030409 -0.000125282 5.99627e-05 0.000226006 2.45246e-06 6.34108e-05 4.69698e-07 0.00011684 -0.000162153 0.00017468 0.0004814 -0.000382073
internal_weight=0 0.0178441 0.00533142 0.00429238 0.0125127 0.00260629 0.0114794 0.0104231 0.00941536 0.00721925 0.00408956 0.00243848 0.00312969 0.00219611
internal_count=3121 3085 1612 1370 1473 717 1364 1273 1165 1017 637 303 380 148
is_linear=0
shrinkage=0.00181146


Tree=2765
num_leaves=16
num_cat=0
split_feature=151 1 0 52 15 0 1 47 43 3 4 2 16 1 4
split_gain=0.000161175 0.000185246 0.000202788 0.000228739 0.000244739 0.000149835 0.000180495 0.000175792 0.000114038 0.000104662 0.000225183 0.00023481 0.000153703 0.000105562 6.81531e-05
threshold=0.086470000000000005 0.14000500000000002 0.18019500000000002 0.10160000000000001 -0.036009999999999993 -0.062294999999999996 0.077565000000000009 0.10904500000000002 0.016310000000000002 0.12178000000000001 0.053180000000000012 0.088850000000000012 -0.078844999999999985 0.10871500000000002 -0.10429499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 5 -5 6 8 9 -1 10 11 12 -8 -12 -7
right_child=-2 -3 -4 4 -6 14 7 -9 -10 -11 13 -13 -14 -15 -16
leaf_value=-0.00084876791156408068 0.0006311228193831126 0.00061673352346559179 0.00059700106686195564 -9.1468523777634935e-06 -0.0010629019801785928 5.3176566104764567e-05 -4.4548145249386724e-05 -0.00068253393184753396 -0.00013682894451050765 -0.0003920236326211263 0.00083400741724857738 0.00038600202911140413 -0.00094204933888462428 0.00013812036549730781 0.00057129757470129416
leaf_weight=0.0014450378566789818 0.001007883110385451 0.0010793964432857647 0.0011025610393801772 0.0010851389231044603 0.0014316909484882378 0.0016339648851081967 0.0011179973591169956 0.0010181506231453086 0.0011173330813155219 0.001203339354498123 0.0014239411109113753 0.0015230005877631125 0.0010237608764351348 0.0010686940966753988 0.0012587665597969958
leaf_count=964 108 120 35 223 332 203 167 91 157 59 72 105 223 74 188
internal_value=0 -5.60596e-05 -9.76682e-05 -0.000144511 -0.000608572 -6.00837e-05 -0.000149637 -3.07715e-05 -0.000538324 5.93815e-05 0.0001476 -0.00011634 -0.000473554 0.000535652 0.000278636
internal_weight=0 0.0185328 0.0174534 0.0163508 0.00251683 0.013834 0.0109413 0.00837888 0.00256237 0.00736073 0.00615739 0.00366476 0.00214176 0.00249264 0.00289273
internal_count=3121 3013 2893 2858 555 2303 1912 791 1121 700 641 495 390 146 391
is_linear=0
shrinkage=0.00167351


Tree=2766
num_leaves=12
num_cat=0
split_feature=484 4 124 3 47 4 150 0 403 13 42
split_gain=4.8222e-05 6.41747e-05 5.94886e-05 0.000134611 0.000107008 9.08357e-05 0.000132008 0.000144327 0.000214064 0.00014597 9.47744e-05
threshold=-0.0068949999999999992 0.27044500000000005 -0.013479999999999999 0.14121000000000003 0.09550500000000002 -0.084369999999999987 0.086845000000000019 -0.11013499999999998 0.03138500000000001 -0.055129999999999992 0.084145000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 10 7 -7 9 -9 -4
right_child=1 -3 3 -5 -6 6 -8 8 -10 -11 -12
leaf_value=-0.0031079613094061268 -0.0032997667737099034 0.00274374799075061 -0.0064861271277791921 0.0047485908708049867 0.0029186341998231609 0.0049478872581067935 -0.0040761846060714604 0.00038375092114198704 0.0044836641648916646 -0.0074753103490520049 -0.00048505691268937583
leaf_weight=0.0010290357579588886 0.0012011849985811467 0.0018201558576202955 0.0011824339542012971 0.0012078196234606162 0.0016963662016038919 0.0014043978605128354 0.0014167646403930659 0.0010185232654800619 0.0011051884473045857 0.0010098973525417398 0.001080835634546664
leaf_count=503 167 346 381 79 158 108 173 507 197 423 79
internal_value=0 0.000176328 -0.000202877 0.000131583 -0.000430883 -0.00112229 -0.000172859 0.00104576 -0.000703069 -0.00352907 -0.00362029
internal_weight=0 0.0141436 0.0123234 0.0111222 0.00991441 0.00821804 0.00595477 0.00453801 0.00313361 0.00202842 0.00226327
internal_count=3121 2618 2272 2105 2026 1868 1408 1235 1127 930 460
is_linear=0
shrinkage=0.0146482


Tree=2767
num_leaves=17
num_cat=0
split_feature=1213 1374 457 484 52 1 403 376 42 133 52 0 0 1 49 1
split_gain=0.000585141 0.000152327 0.00029076 0.000190194 0.000179484 0.000243769 0.000151029 0.000236595 0.000288768 0.000201893 0.000197168 0.000324474 0.000151617 0.000210597 0.000133992 9.31823e-05
threshold=-1.0000000180025095e-35 -0.08070999999999999 0.088350000000000026 -0.0068949999999999992 -0.40306999999999998 0.13210500000000003 0.03138500000000001 0.048375000000000008 -1.0000000180025095e-35 -0.083244999999999986 0.11434500000000002 -0.062764999999999974 -0.098289999999999975 0.11061500000000002 -0.006494999999999999 0.092695000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 -5 6 7 8 -6 -8 11 12 13 14 -10 -16
right_child=1 2 -4 4 5 -7 9 -9 10 -11 -12 -13 -14 -15 15 -17
leaf_value=-0.0012398828059218318 -0.000589665508796657 -0.0006470639996190655 0.00087253181385701722 -0.00058758670565480593 -0.00093540939230883201 0.00086987933808904824 0.0010312664751004103 0.00075424565584714066 -0.00018607606000303436 -4.1478070501558115e-05 -0.00055348974225697236 0.00075175448592823535 -0.00060516274572084024 -0.00042677938732615684 0.00091025865788429289 0.00019294295500688698
leaf_weight=0.0010790811034245068 0.0010214730885711445 0.0011330041522623546 0.0012790747037881777 0.0011020823928293627 0.0010628463616775006 0.0011824369602055412 0.0010116803877513458 0.0010600102292479619 0.0010159092854404861 0.0010333276465781518 0.0015475327749669429 0.0017896599758118695 0.0012499081031856971 0.0016726124324666358 0.0011064775443188086 0.0010087547730304181
leaf_count=491 58 463 116 267 396 192 89 108 56 64 234 110 337 67 45 28
internal_value=0 5.18102e-05 8.77039e-05 2.85711e-05 7.6888e-05 0.000126566 6.17423e-05 -1.41835e-05 -9.21026e-05 0.000489216 3.34193e-06 0.000113208 -7.55671e-05 6.22305e-05 0.000323453 0.000568171
internal_weight=0 0.0192768 0.0182553 0.0169762 0.0158432 0.0147412 0.0135587 0.0115137 0.0104537 0.00204501 0.00939085 0.00784332 0.00605366 0.00480375 0.00313114 0.00211523
internal_count=3121 2630 2572 2456 1993 1726 1534 1381 1273 153 877 643 533 196 129 73
is_linear=0
shrinkage=0.00170698


Tree=2768
num_leaves=11
num_cat=0
split_feature=403 0 133 1 4 15 16 0 47 0
split_gain=5.63503e-05 7.32797e-05 6.89889e-05 0.000106469 0.00010605 0.000196054 0.000118135 0.000138603 3.28255e-05 9.20188e-06
threshold=0.095105000000000009 0.15398500000000004 0.083950000000000011 1.0000000180025095e-35 -0.033174999999999989 -0.016799999999999995 -0.056919999999999991 -0.20211999999999997 0.09364500000000002 -0.08317999999999999
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -5 6 7 -6 -9 -4
right_child=-2 -3 9 4 5 -7 -8 8 -10 -11
leaf_value=-0.0034926912482343359 -0.0032066128282482518 0.003601566117514931 0.0013119334156477007 -0.0028508746040557999 -0.0018113025728176539 0.005426232319261321 -0.0032832865216322164 0.0051247504212900219 0.0017643918027395039 0.0031723145607053561
leaf_weight=0.0019182262352909806 0.0010012036953940444 0.0011010458572297275 0.0010223100221579619 0.0018627215675605631 0.0018248608016213667 0.0014270383766417042 0.0017487427456684673 0.0010309882152784861 0.0011968255637023195 0.0010041284249421895
leaf_count=710 239 54 462 448 97 131 202 186 78 514
internal_value=0 0.00018205 -0.000106773 -0.000537585 8.59387e-05 0.000842735 -0.000284719 0.00100917 0.0033195 0.00223378
internal_weight=0 0.0141369 0.0130358 0.0110094 0.00909118 0.00722846 0.00580142 0.00405267 0.00222781 0.00202644
internal_count=3121 2882 2828 1852 1142 694 563 361 264 976
is_linear=0
shrinkage=0.0138033


Tree=2769
num_leaves=13
num_cat=0
split_feature=41 0 4 43 16 1 15 43 1 4 2 49
split_gain=5.16435e-05 8.06248e-05 0.000151477 0.000106926 7.438e-05 0.000108662 8.45688e-05 9.8546e-05 7.54011e-05 9.92452e-05 5.01411e-05 1.12708e-06
threshold=0.078065000000000009 -0.019414999999999998 -0.49405499999999997 -0.24021999999999996 -0.27167499999999994 0.094385000000000011 -0.0063699999999999989 -0.0030899999999999994 0.11181500000000001 0.061775000000000004 0.10803500000000001 -0.0094199999999999978
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 -1 10 6 11 -8 -7 -10 -5 -6
right_child=-2 2 -4 4 5 8 7 -9 9 -11 -12 -13
leaf_value=-0.0049067192874252723 -0.0033168347442854881 -0.001768264672442183 0.0050055554426322747 -0.00026617281184453199 -0.0026740760469722109 0.0058077834391860759 0.0041915097519437047 -0.0020563941117098081 -0.0021432421345478343 0.0042976214174625937 -0.0046898359263695399 -0.0033834368994792546
leaf_weight=0.0010645278819545476 0.0010026474135494965 0.0012187823118872121 0.0018641998694476801 0.0012612890130146246 0.0010000517126722425 0.0011993610842407076 0.0011732407123875321 0.0010844756166617027 0.001051924850317576 0.0010848122877903862 0.0010466722816355944 0.0010000227340619967
leaf_count=132 154 137 194 166 174 237 600 339 134 88 142 624
internal_value=0 0.000192996 0.00232769 -0.000407131 7.66102e-05 0.000790507 -0.000791534 0.00119038 0.00280963 0.00112676 -0.00227233 -0.00302875
internal_weight=0 0.0140494 0.00308298 0.0109664 0.00990185 0.00759389 0.00425779 0.00225772 0.0033361 0.00213674 0.00230796 0.00200007
internal_count=3121 2967 331 2636 2504 2196 1737 939 459 222 308 798
is_linear=0
shrinkage=0.0149411


Tree=2770
num_leaves=17
num_cat=0
split_feature=1213 147 11 133 52 123 47 47 15 42 4 3 4 15 0 52
split_gain=0.000573243 0.000194348 0.00027731 0.000174288 0.000214144 0.000235551 0.000175995 0.000376264 0.00019644 0.000134443 0.000215694 0.000251166 0.000299735 0.000179241 8.99419e-05 6.03109e-05
threshold=-1.0000000180025095e-35 0.089025000000000007 0.087830000000000005 -0.085499999999999979 0.25317500000000004 1.0000000180025095e-35 0.09550500000000002 1.0000000180025095e-35 -0.097454999999999986 0.091295000000000015 0.033845000000000007 0.092670000000000016 -0.059649999999999988 0.013270000000000002 -0.10474999999999998 -0.021869999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 6 7 8 -5 10 11 13 -13 15 -8 -10
right_child=1 -3 -4 4 -6 -7 14 -9 9 -11 -12 12 -14 -15 -16 -17
leaf_value=-0.0012536690788115105 0.00053618501274156009 0.00077977127181975384 -0.00087742722157534917 0.00058594916281392607 -0.00076149792297914047 0.00083719592793803294 1.4844438275340164e-05 -0.0010959155057199284 -0.0010023320871043676 0.00034979328646385198 -0.00089968920891714483 -0.00026898978132523798 0.0010030062332964437 0.00011694762479741096 0.00067673895650459859 -0.00040300524705154834
leaf_weight=0.0010985649823032689 0.0019821767146620149 0.0010174945779264461 0.0010351719662459171 0.0014399614022340109 0.0010757594616828273 0.0010516436984999876 0.0010869958977784977 0.0010688805188661674 0.001012851582880633 0.0015647343067994512 0.0011608638770933544 0.0011077259136875739 0.0011390910102495599 0.001350320159789249 0.0014559884673664971 0.0010232386763980826
leaf_count=491 339 122 118 146 273 213 52 83 242 262 104 55 49 266 135 171
internal_value=0 3.88691e-05 -1.75863e-06 4.99797e-05 -1.20451e-05 4.3702e-05 -1.85226e-05 -0.000115007 -8.00691e-06 -0.000110327 -0.000216296 -7.54663e-05 0.000375887 -0.00037493 0.000393813 -0.00070114
internal_weight=0 0.0195729 0.0185554 0.0175202 0.0155381 0.0144623 0.0134107 0.0108677 0.00979879 0.00835883 0.00679409 0.00563323 0.00224682 0.00338641 0.00254298 0.00203609
internal_count=3121 2630 2508 2390 2051 1778 1565 1378 1295 1149 887 783 104 679 187 413
is_linear=0
shrinkage=0.00174112


Tree=2771
num_leaves=12
num_cat=0
split_feature=11 48 0 151 2 2 2 4 15 52 12
split_gain=5.07432e-05 8.37167e-05 0.000162347 0.000109333 0.000120243 0.000100199 6.6441e-05 9.02994e-05 8.67531e-05 0.000113449 7.16616e-05
threshold=0.081790000000000015 0.016865000000000002 -0.20211999999999997 -0.00099499999999999979 0.11237500000000002 0.10252500000000002 0.10402500000000002 0.16173500000000005 0.088655000000000025 0.08976000000000002 0.084100000000000022
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 -1 6 -4 7 8 9 10 -5
right_child=-2 2 5 4 -6 -7 -8 -9 -10 -11 -12
leaf_value=-0.0055784518461254951 -0.0035188937995037752 -0.0014216603463936353 0.0018171006448522173 0.00024762669035677335 0.0048233558757183265 0.0089956788855028499 -0.0047903238183690973 0.0041258903540007594 -0.005402524498656424 0.0043125247191667729 -0.0050487827533857738
leaf_weight=0.0011103242495597533 0.0011033710111501014 0.0018377934179993893 0.0011180219838138354 0.0019301151678840878 0.001265751756832475 0.0010844834026599443 0.0010131255543908962 0.0011474760973008511 0.0010537359915779431 0.0012263085378248183 0.0011566957524987583
leaf_count=314 175 82 315 179 294 183 111 127 529 186 626
internal_value=0 0.000229538 0.00227075 -0.000603205 2.50223e-05 0.00535173 -0.000781824 -0.000158412 -0.00107443 -1.70345e-05 -0.00173705
internal_weight=0 0.0139438 0.0040403 0.00990353 0.00879321 0.00220251 0.00752746 0.00651433 0.00536686 0.00431312 0.00308681
internal_count=3121 2946 580 2366 2052 498 1758 1647 1520 991 805
is_linear=0
shrinkage=0.0168261


Tree=2772
num_leaves=11
num_cat=0
split_feature=457 11 0 2 13 1 47 52 16 3
split_gain=5.46068e-05 7.15274e-05 7.21106e-05 9.29072e-05 8.83079e-05 0.000112721 0.000111576 0.000101665 7.68743e-05 6.51983e-05
threshold=0.045365000000000009 0.079915000000000014 -0.019414999999999998 0.10672500000000001 -0.00096999999999999983 1.0000000180025095e-35 0.087235000000000021 -0.063789999999999986 -0.074319999999999983 0.090900000000000009
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -4 5 -1 -7 -6 -9 -2
right_child=9 -3 3 -5 7 6 -8 8 -10 -11
leaf_value=-0.0026147550946215114 -0.00044708265490947134 -0.0041709010036516166 4.3458117450014317e-05 0.0060195175153708817 -0.0065537293169851832 0.0051322474586327849 -0.0014031706821226446 -0.0032898058637820262 0.0015259954500591436 0.0051239858951695498
leaf_weight=0.001540145053207472 0.0010617358869789784 0.0011663337971584689 0.0018790460808433143 0.0010031783452444237 0.0010879372008125911 0.0017785736487289892 0.0010412016783679298 0.0017318219960771007 0.0016061885489949681 0.0010507760688971413
leaf_count=1155 214 190 155 81 162 519 165 254 151 75
internal_value=0 -0.000427033 -5.2799e-05 0.00212347 -0.000766728 0.000834876 0.00271905 -0.00234444 -0.000972532 0.002324
internal_weight=0 0.0128344 0.0116681 0.00288222 0.00878587 0.00435992 0.00281978 0.00442595 0.00333801 0.00211251
internal_count=3121 2832 2642 236 2406 1839 684 567 405 289
is_linear=0
shrinkage=0.0158556


Tree=2773
num_leaves=10
num_cat=0
split_feature=484 4 42 133 47 4 0 3 15
split_gain=5.31865e-05 7.64059e-05 6.4168e-05 0.000104433 0.000136544 0.000106879 0.000182609 0.00016504 5.89518e-05
threshold=-0.0068949999999999992 0.27044500000000005 0.092145000000000019 0.083950000000000011 0.09550500000000002 0.033845000000000007 -0.10474999999999998 -0.10023499999999998 0.024640000000000006
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 6 -2 -8 -5
right_child=1 -3 -4 8 -6 -7 7 -9 -10
leaf_value=-0.0032815231917677538 0.0031951125494933692 0.0030245297771912321 -0.0026690115609787493 0.00082288718105116366 0.0034398506877425131 -0.0047947992464868784 0.0016537217424650956 -0.0053312441241602929 0.0056941407461946229
leaf_weight=0.0010074002618775573 0.0018853949507380867 0.0017944805944424659 0.0019221163764210287 0.0011277323934373489 0.0015158589316103324 0.0015528351470870221 0.0011907237347621787 0.0018589574782483882 0.0010109168991753181
leaf_count=503 158 346 445 332 112 108 152 802 163
internal_value=0 0.000204417 -0.000215047 0.000250011 -0.000518329 -0.00144313 -0.000388521 -0.00260402 0.00312548
internal_weight=0 0.013859 0.0120645 0.0101424 0.00800377 0.00648791 0.00493508 0.00304968 0.00213865
internal_count=3121 2618 2272 1827 1332 1220 1112 954 495
is_linear=0
shrinkage=0.0146482


Tree=2774
num_leaves=11
num_cat=0
split_feature=47 50 42 51 160 43 457 3 0 2
split_gain=5.77717e-05 7.18918e-05 9.1358e-05 8.83882e-05 0.000208606 0.000130084 9.76446e-05 8.63157e-05 8.66534e-05 8.94189e-05
threshold=0.13148500000000005 0.088425000000000017 0.09832500000000001 -0.076794999999999988 -0.027994999999999996 -0.14968999999999996 0.080930000000000016 -0.076669999999999988 -0.10224499999999999 0.10005000000000001
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -5 -6 7 -7 9 -9
right_child=-2 -3 -4 4 5 6 -8 8 -10 -11
leaf_value=-0.002870005931028929 -0.0031928398676422708 -0.0028758335946657771 0.0041937965045766188 0.0060683676488450166 0.0042257645897719265 -0.0039913420706243477 0.0025320220208374391 -0.0053133245329439333 0.0016408468997090833 0.00037506202860798199
leaf_weight=0.0015873476170806091 0.0010224933428069063 0.0013038236039303328 0.0011749400144635243 0.0011854791120612619 0.0011403326814548673 0.0018849093810033423 0.0013754826011415748 0.0010187591554672304 0.001993040399942388 0.0010897183821180559
leaf_count=455 65 532 295 343 128 767 148 72 208 108
internal_value=0 0.000207964 0.000530914 0.000149216 0.000643921 -0.000112417 -0.000784386 -0.00154639 -0.000422773 -0.00237341
internal_weight=0 0.0137538 0.01245 0.0112751 0.00968772 0.00850224 0.00736191 0.00598643 0.00410152 0.00210848
internal_count=3121 3056 2524 2229 1774 1431 1303 1155 388 180
is_linear=0
shrinkage=0.0138033


Tree=2775
num_leaves=11
num_cat=0
split_feature=133 133 14 0 0 43 3 16 15 49
split_gain=5.97645e-05 8.11089e-05 7.05798e-05 9.15816e-05 0.000144256 0.00025983 0.000109527 0.000101428 9.96853e-05 0.000155535
threshold=0.10622000000000002 0.083950000000000011 -0.18536 -0.10607499999999999 -0.060129999999999996 -0.0037449999999999996 -0.10023499999999998 -0.015314999999999997 -0.10653 -0.047584999999999995
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 7 5 -5 -6 8 -4 -10
right_child=-2 -3 3 4 6 -7 -8 -9 9 -11
leaf_value=-0.0040597618353786624 -0.003534164523933707 0.0034837270967217372 0.0040690255284840417 -0.0097300399504713173 0.0040674298305257497 2.8837044444300862e-05 -0.0014752630835944034 0.006199368282108945 0.0022777076671882768 -0.0058144009836955937
leaf_weight=0.0010414346658822902 0.0010875594588185067 0.0016496638207455358 0.0013001300197364417 0.0010622831618972007 0.0015927693585642408 0.0017376687135177127 0.0018763608529219411 0.0010063934671285012 0.0012962922537458343 0.0010299890585500626
leaf_count=117 435 580 132 747 175 416 226 91 93 109
internal_value=0 0.000252812 -0.000193456 0.000175885 -0.00104889 -0.00367362 0.00106953 0.00183325 0.00062157 -0.00130517
internal_weight=0 0.013593 0.0119433 0.0109019 0.00626908 0.00279995 0.00346913 0.0046328 0.00362641 0.00232628
internal_count=3121 2686 2106 1989 1564 1163 401 425 334 202
is_linear=0
shrinkage=0.0155448


Tree=2776
num_leaves=12
num_cat=0
split_feature=133 3 50 47 52 51 42 16 4 4 16
split_gain=4.86507e-05 7.61887e-05 7.31001e-05 7.45876e-05 0.000106947 0.00010906 0.000163027 0.000105912 0.000114639 0.000151846 9.04654e-05
threshold=0.10622000000000002 0.16158000000000003 0.07826000000000001 0.11893500000000001 -0.11592499999999999 -0.076794999999999988 -1.0000000180025095e-35 -0.054549999999999994 0.19806500000000002 0.033845000000000007 0.058835000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 -6 -7 8 9 -8 -9
right_child=-2 -3 -4 -5 5 6 7 10 -10 -11 -12
leaf_value=-0.0036404491498520674 -0.0028391384974767249 0.0038636510317484139 -0.0031340958230877277 -0.0032517140221054964 -0.0031383498939051989 -0.0031200964378077876 0.0020256315908528505 0.00789994422015468 0.0041384542808555738 -0.0044799976643040296 0.0024419659854491133
leaf_weight=0.0010031612104207171 0.0010822191588078138 0.0010025640351744121 0.0013425717145813488 0.001036152104628151 0.0010227412867741736 0.0011695237959986901 0.0018191400894734832 0.0010295667810587619 0.0016453299867372558 0.001095084507380599 0.0013209995717029313
leaf_count=394 435 149 474 65 221 447 227 333 208 93 75
internal_value=0 0.00020266 -9.13399e-05 0.000275311 0.000636948 0.00110835 0.00164591 0.00245255 0.00122557 -0.000419003 0.0048326
internal_weight=0 0.0134868 0.0124843 0.0111417 0.0101055 0.00910239 0.00807964 0.00691012 0.00455955 0.00291422 0.00235057
internal_count=3121 2686 2537 2063 1998 1604 1383 936 528 320 408
is_linear=0
shrinkage=0.0138033


Tree=2777
num_leaves=10
num_cat=0
split_feature=4 0 1 15 13 15 3 2 15
split_gain=4.35472e-05 0.000118255 8.37696e-05 0.000120494 7.07204e-05 0.000122674 0.000118008 0.00016353 9.8238e-05
threshold=-0.49405499999999997 1.0000000180025095e-35 0.077565000000000009 0.083935000000000023 -0.094514999999999988 0.035560000000000008 0.10893000000000001 0.090545000000000014 -0.055554999999999993
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 -4 6 7 8 -6
right_child=1 -3 4 -5 5 -7 -8 -9 -10
leaf_value=-0.0031143521782370188 -0.0070867926240538205 0.0048014262151596385 0.0036551370010783125 0.00013308786439108878 -0.0026873918855267092 -0.0056888598837576869 -0.0036696304246220997 0.0065857751335931395 0.0033789093658297513
leaf_weight=0.0012299911354448642 0.0011779678298138878 0.001498761443697952 0.0016888847956084011 0.0016135502643371106 0.001929217034085435 0.0010436241340219775 0.0014225773504761285 0.0015312623084379156 0.0013273204753233838
leaf_count=156 856 186 231 695 250 318 82 215 132
internal_value=0 0.000261732 -0.000318094 -0.00291357 0.000492081 -0.000244345 0.000670579 0.00196017 -0.00021485
internal_weight=0 0.0132332 0.0117344 0.00279152 0.00894289 0.007254 0.00621038 0.0047878 0.00325654
internal_count=3121 2965 2779 1551 1228 997 679 597 382
is_linear=0
shrinkage=0.0171627


Tree=2778
num_leaves=18
num_cat=0
split_feature=1213 147 52 1374 11 52 457 16 16 48 15 15 15 3 52 2 12
split_gain=0.000488686 0.000220477 0.000235988 0.000173647 0.000188526 0.000197969 0.00011168 0.000213528 0.000207717 0.000108956 0.000183555 0.000144638 0.000255512 0.000200605 0.000337842 0.000291143 9.47688e-05
threshold=-1.0000000180025095e-35 0.089025000000000007 0.25317500000000004 -0.035729999999999991 0.08776500000000001 0.13389000000000004 -0.068264999999999978 -0.51370499999999997 -0.27167499999999994 0.082620000000000013 -0.090344999999999995 -0.016799999999999995 -0.10091499999999999 -0.08824499999999999 0.08976000000000002 0.079055000000000014 0.090020000000000017
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 6 -5 -8 -9 11 -11 12 -10 14 -13 -15 -17
right_child=1 -3 -4 4 -6 -7 7 8 9 10 -12 13 -14 15 -16 16 -18
leaf_value=-0.0011307378201516499 -0.00061486558327512007 0.00080082727364047751 -0.00069162999584812589 -0.0004484474486164929 -0.00060601405860604785 0.00084047552614317453 0.00083108830912829491 -0.00061132029582056677 0.00015211544802644139 0.00099806565413601621 3.0024863566082337e-05 -0.0008474331271902158 -0.0008718448652061605 0.0009951740890948922 0.00043972882853714678 0.00038234992265920781 -0.00030535245935539828
leaf_weight=0.001040519887108112 0.0010200315521580175 0.0010272355042356884 0.0012711603233767623 0.0010003342481113503 0.0010040734976582968 0.0010595376695826117 0.0011189562778688511 0.0011449199485384582 0.0017100293037833787 0.0010049634181358291 0.0012079632431000751 0.0011201094196516014 0.001135820048117543 0.0015471056318879088 0.0011651384661064412 0.0011680208940053061 0.0010802252652624134
leaf_count=491 62 122 311 172 116 68 71 160 115 171 146 200 366 161 39 219 131
internal_value=0 4.59131e-05 4.57291e-06 5.51804e-05 9.66853e-05 0.000142314 9.09567e-05 0.000131214 6.74641e-05 0.00013723 0.000469644 5.48228e-05 -0.000256562 0.000200557 -0.000191171 0.000436424 5.19264e-05
internal_weight=0 0.0197856 0.0187584 0.0174872 0.0164672 0.0154631 0.0144036 0.0134033 0.0122843 0.0111394 0.00221293 0.00892645 0.00284585 0.0060806 0.00228525 0.00379535 0.00224825
internal_count=3121 2630 2508 2197 2135 2019 1951 1779 1708 1548 317 1231 481 750 239 511 350
is_linear=0
shrinkage=0.00167351


Tree=2779
num_leaves=11
num_cat=0
split_feature=41 2 52 52 15 4 15 42 49 3
split_gain=4.62096e-05 6.69536e-05 8.15643e-05 0.00010583 8.04275e-05 0.000205695 0.000218139 0.00014659 0.000129073 0.000179469
threshold=1.0000000180025095e-35 -1.0000000180025095e-35 0.19022000000000003 0.11008000000000001 -0.016799999999999995 -0.35136499999999998 0.024640000000000006 0.081660000000000024 -0.043469999999999995 0.099930000000000005
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 8 -6 -7 -8 -3 -10
right_child=-2 2 -4 -5 5 6 7 -9 9 -11
leaf_value=0.0040495312184516746 -0.0031121206652444827 0.0020488328304105667 -0.0044061215579180735 0.0049896204814883181 -0.0044112252471607757 0.0079257065878175336 -0.0031817835298856277 0.0040505580444289676 -0.00034636547212337469 -0.008026121471693003
leaf_weight=0.0010654933853749922 0.0011229478485859654 0.0015196638425822645 0.0010118761277543844 0.0010896649373898408 0.0013069797038425292 0.001391861965756911 0.0014819059601739316 0.0013431231452835611 0.0018163497086929672 0.0013216428839428716
leaf_count=175 173 179 331 157 157 226 489 401 727 106
internal_value=0 0.000236839 -9.38921e-05 0.00029324 -0.000209384 0.00108464 0.00278802 0.000256739 -0.00174406 -0.00358088
internal_weight=0 0.0133486 0.0122831 0.0112712 0.0101815 0.00552387 0.00421689 0.00282503 0.00465766 0.00313799
internal_count=3121 2948 2773 2442 2285 1273 1116 890 1012 833
is_linear=0
shrinkage=0.0158556


Tree=2780
num_leaves=15
num_cat=0
split_feature=1213 484 457 16 16 1 42 403 160 15 16 2 16 15
split_gain=0.000489812 0.00013343 0.000133562 0.000131398 0.000161365 0.000196677 0.000139306 0.000181451 0.000242498 0.000234715 0.000155517 0.000133061 0.00015566 7.42134e-05
threshold=-1.0000000180025095e-35 -0.0068949999999999992 -0.0029299999999999994 -0.48836499999999994 -0.27167499999999994 0.12811000000000003 0.10194000000000002 0.03138500000000001 -0.080934999999999993 0.084050000000000014 -0.073404999999999984 0.079055000000000014 0.15891500000000003 -0.055554999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 13 -5 6 7 8 -6 10 -10 -12 -13 -4
right_child=1 2 3 4 5 -7 -8 -9 9 -11 11 12 -14 -15
leaf_value=-0.0012068859849772525 -0.00049527136391130802 -0.00047882904252287168 0.00020073765296263203 -0.00057071455801250095 -0.00070709308526479945 0.00065767222258306167 -0.00054481803722730053 0.00069628720135396754 0.00068149406451819606 -0.00064046045326060486 -0.00037909576084566081 0.00076883526047836429 -3.9561094262317837e-05 0.000853364281053376
leaf_weight=0.0010010000681132452 0.0012945379888800379 0.0011876239141566788 0.0010444652763645663 0.0011142222944524214 0.0012355277406224611 0.001776259666846444 0.0011336567807470237 0.001335597601140299 0.0018317599741672214 0.0010337667527877195 0.0013425239351184011 0.0011932557241185419 0.0018286679365482408 0.0010686712448966908
leaf_count=491 485 152 136 111 302 117 176 120 147 299 138 134 228 85
internal_value=0 4.37105e-05 8.44516e-05 0.000126424 6.46179e-05 0.00012031 3.30199e-05 9.98563e-05 5.75767e-06 0.000127576 0.000255715 7.7015e-05 0.000279647 0.000530789
internal_weight=0 0.0184205 0.017126 0.0159384 0.0138252 0.012711 0.0109348 0.0098011 0.0084655 0.00722997 0.00619621 0.00436445 0.00302192 0.00211314
internal_count=3121 2630 2145 1993 1772 1661 1544 1368 1248 946 647 500 362 221
is_linear=0
shrinkage=0.00174112


Tree=2781
num_leaves=16
num_cat=0
split_feature=403 403 0 1 4 160 15 43 0 52 52 16 12 4 47
split_gain=0.000137556 0.000182232 0.000110216 0.000165647 0.000148173 0.000201789 0.000129873 0.000135955 0.000151453 9.54542e-05 0.000190806 0.000102162 0.000144774 6.78221e-05 6.30424e-05
threshold=0.10301500000000001 0.03138500000000001 0.15398500000000004 0.094385000000000011 -0.064804999999999988 0.032695000000000009 -0.016799999999999995 -0.076124999999999984 -0.097274999999999986 -0.088204999999999992 -0.068719999999999989 -0.27167499999999994 0.085885000000000017 -0.0016099999999999997 0.096300000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 9 -5 6 7 -6 14 -1 -11 -12 13 -13 -9
right_child=-2 -3 -4 4 5 -7 -8 8 -10 10 11 12 -14 -15 -16
leaf_value=-0.0007533179162942193 -0.00062398644057029356 0.00063282282783158378 0.00048387244711689081 -0.00051459626816750782 -0.0005269795215624058 0.00088434832776170251 0.00057855191219692375 0.00015073100457913243 0.00068836700877996455 0.00050734408056790723 0.00012169047703282628 0.00013888812923241426 -0.00089651516376504066 -0.00049740683252426734 -0.00042276651840234588
leaf_weight=0.0010355774103081106 0.0010350487646939672 0.0013950694592495113 0.0012000163836578632 0.0010244554071136974 0.0013601241999935008 0.0010856094281735066 0.0012014339295677865 0.0012395499053423631 0.0010121075360949149 0.0010103100144084019 0.0011521805884552551 0.0010248384422699638 0.0014507885264203918 0.0010066144970678763 0.0010938247422349612
leaf_count=378 202 174 47 196 182 117 90 84 142 78 113 326 853 73 66
internal_value=0 2.94611e-05 -2.34865e-05 -6.49114e-05 0.000103818 0.000194418 6.76213e-05 -6.28293e-05 0.000125874 -0.000267405 -0.00017826 -0.000327722 -0.000476421 -0.000176405 -0.00011811
internal_weight=0 0.0172925 0.0158974 0.0146974 0.00801711 0.00699265 0.00590704 0.00470561 0.00334548 0.00668031 0.00564473 0.00463442 0.00348224 0.00203145 0.00233337
internal_count=3121 2919 2745 2698 877 681 564 474 292 1821 1443 1365 1252 399 150
is_linear=0
shrinkage=0.00174112


Tree=2782
num_leaves=11
num_cat=0
split_feature=1 42 15 12 16 48 16 49 3 12
split_gain=4.63553e-05 9.44103e-05 0.000102477 0.000121136 0.000215123 8.77985e-05 0.00020996 5.70313e-05 0.000111556 0.000252513
threshold=0.099660000000000012 0.092145000000000019 0.088345000000000021 0.084100000000000022 0.15273500000000004 0.085130000000000025 -0.056919999999999991 -0.043469999999999995 0.10732000000000001 0.091200000000000017
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 5 -5 6 -1 -2 9 -9
right_child=7 -3 -4 4 -6 -7 -8 8 -10 -11
leaf_value=0.0081885005800435545 0.0039878283441267901 -0.0050123229668797547 0.0034074826978068673 -0.0085203240267121925 0.0013262502803920995 -0.0028778225395795398 -0.0016418379959422054 0.0075758170880225713 -0.0028660024286217534 -0.002428182571631036
leaf_weight=0.0010008744035041456 0.0013611891550850703 0.0011872165802556331 0.0016849044129839674 0.0012558315001116394 0.0010789443779173798 0.0011387897053885543 0.0013148468214017788 0.0012584311757942715 0.0018274260798154564 0.0013876392954904893
leaf_count=109 200 451 393 873 158 107 226 221 170 213
internal_value=0 -0.00077573 -0.00010278 -0.0011244 -0.00397003 0.000798857 0.00260692 0.00108917 0.000207175 0.00232957
internal_weight=0 0.00866141 0.00747419 0.00578929 0.00233478 0.00345451 0.00231572 0.00583469 0.0044735 0.00264607
internal_count=3121 2317 1866 1473 1031 442 335 804 604 434
is_linear=0
shrinkage=0.0161728


Tree=2783
num_leaves=12
num_cat=0
split_feature=15 15 49 52 12 2 3 15 2 2 2
split_gain=4.48231e-05 0.000128933 6.80108e-05 0.000112038 0.000101574 8.46928e-05 0.000156718 7.57551e-05 6.56707e-05 5.63047e-05 2.81464e-05
threshold=-0.24436499999999997 -0.11713499999999999 0.0093850000000000027 0.11434500000000002 0.095110000000000014 0.088225000000000012 -0.078934999999999991 -0.028889999999999996 0.092875000000000013 0.10912000000000001 0.095195000000000016
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 5 6 -3 -8 -7 -10 -6
right_child=1 2 -4 -5 10 8 7 -9 9 -11 -12
leaf_value=0.0029628700491066695 -0.0051790281245391112 -0.0072449644066288109 0.0039250083637447615 -0.0046935125837512812 0.0053646506739271184 0.0033592955551620535 -0.0026145221430224561 0.0032398294364055467 -0.0029656610569457945 0.0018390303452782155 0.0016608475340219016
leaf_weight=0.0011624553799379515 0.0012274256051535851 0.0010967450056747056 0.0011264252172583982 0.0012207342685452765 0.0010378243153861683 0.0017825726756548789 0.0012111867480933403 0.0010267251067071731 0.0012662322983107831 0.0011888877662840358 0.0010255137384642676
leaf_count=253 231 746 456 319 201 241 95 104 170 132 173
internal_value=0 -0.000284714 0.000216619 -0.00016815 0.000405163 -0.000444613 -0.00233491 7.13789e-05 0.00104287 -0.000638997 0.0035238
internal_weight=0 0.0132103 0.0119828 0.0108564 0.00963569 0.00757235 0.00333466 0.00223791 0.00423769 0.00245512 0.00206334
internal_count=3121 2868 2637 2181 1862 1488 945 199 543 302 374
is_linear=0
shrinkage=0.0158556


Tree=2784
num_leaves=10
num_cat=0
split_feature=133 133 15 2 0 3 3 150 1
split_gain=4.01078e-05 6.41316e-05 6.5243e-05 6.77306e-05 9.13075e-05 0.000135235 9.10441e-05 7.68277e-05 8.45099e-05
threshold=0.10622000000000002 0.083950000000000011 0.091915000000000011 0.088475000000000012 -0.060129999999999996 -1.0000000180025095e-35 -0.082879999999999995 0.085075000000000026 0.10538500000000002
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 -1 -5 8 -8
right_child=-2 -3 -4 6 -6 -7 7 -9 -10
leaf_value=-0.0057350873628919889 -0.0029792507824722156 0.0031908430007676243 -0.0040269344514942016 0.0043933513853846879 0.0018296310669183842 0.0010587584004670806 -0.0041817539515203259 0.0032588768488645602 0.0011563607640537462
leaf_weight=0.0017549029549402172 0.0010658678035232643 0.0016031305301553904 0.0010176865326327203 0.001698529995931404 0.0015697302646887784 0.0012693896018112316 0.001402104006760448 0.0013113906335443515 0.0015923401067883159
leaf_count=739 435 580 305 273 121 83 284 129 172
internal_value=0 0.000218064 -0.000192209 0.000176012 -0.00127307 -0.0028835 0.00128473 5.84617e-05 -0.00134313
internal_weight=0 0.0132192 0.0116161 0.0105984 0.00459402 0.00302429 0.00600436 0.00430583 0.00299444
internal_count=3121 2686 2106 1801 943 822 858 585 456
is_linear=0
shrinkage=0.0158556


Tree=2785
num_leaves=11
num_cat=0
split_feature=11 3 3 43 15 49 2 12 15 12
split_gain=4.27376e-05 6.8174e-05 7.1264e-05 7.81202e-05 9.20474e-05 6.8983e-05 7.15141e-05 9.66085e-05 0.000164336 4.71588e-05
threshold=0.081790000000000015 -0.10519499999999998 -0.078934999999999991 -0.067199999999999996 -0.049819999999999996 -0.069799999999999987 0.11389000000000002 0.089085000000000011 -0.095869999999999983 0.09141500000000001
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 9 -3 4 -4 -5 7 8 -7 -1
right_child=-2 2 3 5 -6 6 -8 -9 -10 -11
leaf_value=0.00064958176294908356 -0.0032240713390824446 -0.0031816186431823656 0.0066554338893038195 -0.0040304309090124267 -0.00034942058203137966 -0.0011409774152533571 -0.0028872623947664581 -0.0028483800480077568 0.006406295079656398 0.0054671438966438744
leaf_weight=0.0012011023606182366 0.0010490488551179742 0.0019243296423799546 0.0010210055633111494 0.001247621539073763 0.0010209299521130321 0.0014999514591558316 0.0014697863414644824 0.0011112810475192754 0.0016473326828480581 0.0010246414342721111
leaf_count=150 175 1329 313 96 153 112 254 278 168 93
internal_value=0 0.000235611 -0.000299715 0.000315254 0.00315314 -0.000515423 0.000250138 0.00133297 0.00280937 0.00286739
internal_weight=0 0.013168 0.0109422 0.00901791 0.00204194 0.00697597 0.00572835 0.00425857 0.00314728 0.00222574
internal_count=3121 2946 2703 1374 466 908 812 558 280 243
is_linear=0
shrinkage=0.0164962


Tree=2786
num_leaves=15
num_cat=0
split_feature=403 403 160 133 151 52 42 4 4 42 16 150 2 0
split_gain=0.000147697 0.000151839 0.000126142 0.00030239 0.000216782 0.000214591 0.000186615 0.00019817 0.000183292 0.000176356 0.000140918 0.000226837 0.000135821 5.6017e-05
threshold=0.10301500000000001 0.08332500000000001 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.090369999999999992 -0.013374999999999998 0.088060000000000013 0.24564500000000003 0.08184000000000001 0.093175000000000022 -0.056919999999999991 0.087380000000000013 0.098035000000000011 -0.099059999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 -4 -5 -1 7 8 10 -8 11 13 -12 -6
right_child=-2 -3 3 4 6 -7 9 -9 -10 -11 12 -13 -14 -15
leaf_value=0.00013917699724172949 -0.00068229957909857718 0.00067862484934910175 -0.00088691943331143362 -0.00064397851915465483 0.0010253872313843334 -0.00076232586705049174 0.0012360382429947225 0.0007068713080724846 -0.00070512175287886208 0.00025503826896838301 -0.00068983631782535749 -0.00032205485803627024 0.00011443226520501945 0.00042183467027456025
leaf_weight=0.001694981572634654 0.0010129838730516356 0.0011065096971116196 0.001006524016947217 0.0010401482229690515 0.0010013771031885943 0.001772493531021534 0.0010207282520449767 0.0014396469307887075 0.0011133344808035989 0.0014634842891665108 0.0011042923096781592 0.0010341891154113103 0.0018321545400202324 0.0010171497557843454
leaf_count=318 202 112 516 95 40 577 126 139 43 314 217 52 190 180
internal_value=0 2.89705e-05 -1.44894e-05 6.69816e-05 0.000146551 -0.000321651 0.000221124 9.40382e-05 -3.01805e-05 0.000658117 9.52853e-05 0.000367805 -0.000188024 0.000721253
internal_weight=0 0.017647 0.0165405 0.013073 0.0120665 0.00346748 0.0110264 0.00854214 0.0071025 0.00248421 0.00598916 0.00305272 0.00293645 0.00201853
internal_count=3121 2919 2807 1912 1396 895 1301 861 722 440 679 272 407 220
is_linear=0
shrinkage=0.00181146


Tree=2787
num_leaves=12
num_cat=0
split_feature=484 4 16 48 2 42 133 52 43 0 12
split_gain=4.10753e-05 7.58127e-05 5.50595e-05 7.97036e-05 6.00551e-05 8.29933e-05 0.000155584 0.00014854 0.00015183 9.56532e-05 5.50357e-05
threshold=-1.0000000180025095e-35 0.27044500000000005 -0.36241499999999999 0.092475000000000016 0.10981000000000002 -0.091214999999999977 0.084990000000000024 -0.088204999999999992 -0.073404999999999984 -0.13027499999999997 0.088305000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 -4 7 -7 -9 -10 -11
right_child=1 -3 3 -5 -6 6 -8 8 9 10 -12
leaf_value=-0.0029963759113536045 -0.0031352725847223969 0.0032613538217528713 0.0027348630059252578 0.0035815150410142675 0.0030740220120244778 -0.0058494939769225826 -0.0072206593859686623 0.0059950224385476982 0.0029862104134013019 -0.0052622761389199083 -0.00037353326644809162
leaf_weight=0.0010366981185694754 0.0013936079463057376 0.001719008267175518 0.0012758846093511682 0.0014150930847540702 0.0010566902801375476 0.001030330466271271 0.001004901350586198 0.0010094171626752247 0.0010421912618178192 0.001069449632027133 0.0011599845196910048
leaf_count=515 101 346 230 221 223 210 487 159 64 297 268
internal_value=0 0.00021724 -0.000239477 0.000161519 -0.000398048 -0.000881297 -0.00161176 -0.000550566 0.000724741 -0.000901335 -0.00271864
internal_weight=0 0.0131766 0.0114576 0.0100639 0.00864885 0.00759216 0.00631627 0.00531137 0.00428104 0.00327163 0.00222943
internal_count=3121 2606 2260 2159 1938 1715 1485 998 788 629 565
is_linear=0
shrinkage=0.0155448


Tree=2788
num_leaves=11
num_cat=0
split_feature=11 3 3 133 16 1 160 52 16 12
split_gain=3.8831e-05 5.57317e-05 6.30337e-05 6.53463e-05 5.81062e-05 7.73471e-05 9.29943e-05 0.000117709 6.26565e-05 3.74538e-05
threshold=0.081790000000000015 -0.10519499999999998 -0.084074999999999997 0.083950000000000011 -0.27167499999999994 0.094465000000000007 -1.0000000180025095e-35 -0.080979999999999983 -0.088159999999999988 0.09141500000000001
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 9 -3 4 -4 8 -7 -8 -6 -1
right_child=-2 2 3 -5 5 6 7 -9 -10 -11
leaf_value=0.00054805020923042347 -0.0026225763255590725 -0.0034498917499027316 -0.002793113212690713 0.0026447864346097563 0.0010019588168428786 -0.0018587106192911363 0.00034191650533522191 0.0067250680958938214 -0.0030216383808924054 0.0042330745051286913
leaf_weight=0.0011930268398479384 0.0010477097322337267 0.0010784701136383303 0.0016010744784748163 0.0017011327402110818 0.0013011048306078906 0.0010096840479085628 0.0012507464446194771 0.0010563226612046728 0.0018695766674434299 0.0010092682699750777
leaf_count=150 175 711 206 652 220 133 136 129 516 93
internal_value=0 0.000194481 -0.000219376 0.000136512 -0.000391015 0.000201813 0.00170492 0.00326453 -0.00137054 0.00223682
internal_weight=0 0.0130704 0.0108681 0.00978964 0.00808851 0.00648743 0.00331675 0.00230707 0.00317068 0.0022023
internal_count=3121 2946 2703 1992 1340 1134 398 265 736 243
is_linear=0
shrinkage=0.0140794


Tree=2789
num_leaves=15
num_cat=0
split_feature=48 4 14 403 151 15 15 1 52 4 12 2 4 2
split_gain=9.81157e-05 0.000177245 0.000191092 0.000140067 0.000115062 0.000179689 0.000158853 0.00012508 0.000240688 0.000179404 0.00010473 9.85713e-05 0.000124339 0.000103312
threshold=0.12879500000000002 0.36766000000000004 -0.10708499999999999 -1.0000000180025095e-35 0.06617000000000002 0.095175000000000023 0.088235000000000022 0.13146500000000003 -0.088204999999999992 0.053925000000000008 0.091475000000000015 0.089775000000000008 -0.0016099999999999997 0.09678500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 -1 5 6 7 8 -5 10 11 12 -10 -13
right_child=-2 2 -4 4 -6 -7 -8 -9 9 -11 -12 13 -14 -15
leaf_value=-0.00066193661451788559 -0.00049240109881397225 -6.3385011781483629e-05 0.0010051271306968238 -0.00080693681863232552 0.00054860192270823557 -0.00076092511720308098 0.00053933982544721764 0.00052566318250930292 0.00036863562397360339 -0.00051977554147774078 -0.00030800758908156896 0.00092995251943996213 -0.0004446367168472763 0.00018346271307001654
leaf_weight=0.0010902925635782263 0.0012716256430123076 0.0010014188324990493 0.0011163666011355993 0.0014119430017558443 0.0011061891080942641 0.0010268017554180978 0.0015715283752496543 0.0010115888600845677 0.0013113093743181434 0.0017028620310005071 0.0013323238187646115 0.0010435377222712226 0.0010822744155044124 0.0013299944815992337
leaf_count=736 90 97 213 472 102 257 152 46 343 183 157 65 108 100
internal_value=0 1.88811e-05 0.000499869 -4.89342e-05 -9.5606e-07 -4.83599e-05 1.36593e-05 -6.71284e-05 -0.000132208 -1.01061e-05 0.000132185 0.000255211 9.09267e-07 0.000511661
internal_weight=0 0.0171384 0.00211779 0.0150206 0.0139304 0.0128242 0.0117974 0.0102258 0.00921424 0.0078023 0.00609944 0.00476712 0.00239358 0.00237353
internal_count=3121 3031 310 2721 1985 1883 1626 1474 1428 956 773 616 451 165
is_linear=0
shrinkage=0.00177594


Tree=2790
num_leaves=15
num_cat=0
split_feature=1213 403 15 0 4 151 160 3 12 47 42 3 12 12
split_gain=0.000635565 0.000207398 0.000233919 0.000194535 0.00021582 0.000183777 0.000361818 0.000242685 0.00021497 0.000291341 0.000281941 0.000315078 0.000175736 7.14329e-05
threshold=-1.0000000180025095e-35 0.03138500000000001 0.088235000000000022 0.15398500000000004 0.27044500000000005 -0.024429999999999997 -0.082299999999999984 0.090900000000000009 -0.029094999999999999 0.09550500000000002 0.083995000000000014 0.10299500000000002 0.082850000000000021 0.089735000000000023
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 4 5 7 -7 -2 -8 10 11 12 -10 -6
right_child=1 2 -4 -5 13 6 8 -9 9 -11 -12 -13 -14 -15
leaf_value=-0.0013690984704808381 -0.00017412396515452237 -1.1819122034528661e-05 0.0011879471993636991 0.00064030168527612406 0.00061707208084095966 -0.0012576916853255999 -0.00085631431615142692 0.00095144525982915199 -0.00043087258388936021 0.00061337260345303271 0.00044749344765127578 0.00023375089336342983 -0.0013093670753634987 1.0607390745732132e-05
leaf_weight=0.0010823177718947306 0.0016353662580680184 0.0010627086218973477 0.0010703162568242996 0.0013894860755559136 0.0017341413008628024 0.0011000044959371931 0.0012461512861089855 0.0010210176224201284 0.0018715671689506644 0.0017154158794916163 0.0015100380978369746 0.001478949298312271 0.0012437712981863006 0.0010075967307643929
leaf_count=491 353 171 39 45 248 357 112 51 102 110 457 66 445 74
internal_value=0 5.78511e-05 0.000590204 -9.12747e-06 -6.71056e-05 -0.000165744 -0.000276601 0.000258504 -0.000157561 -4.62078e-05 -0.000231561 -0.00045475 -0.000781604 0.000394195
internal_weight=0 0.0190865 0.00213302 0.0169535 0.015564 0.0128223 0.0101659 0.00265638 0.00906589 0.00781974 0.00610433 0.00459429 0.00311534 0.00274174
internal_count=3121 2630 210 2420 2375 2053 1649 404 1292 1180 1070 613 547 322
is_linear=0
shrinkage=0.00181146


Tree=2791
num_leaves=17
num_cat=0
split_feature=1213 403 15 147 52 15 0 49 52 16 3 1 52 12 2 3
split_gain=0.0005235 0.000213911 0.000306332 0.000215449 0.000212762 0.000187308 0.000207081 0.000204854 0.000186487 0.000197616 0.000131424 0.00035147 0.000152681 0.00022262 0.000302494 0.000102932
threshold=-1.0000000180025095e-35 0.03138500000000001 0.088235000000000022 0.089025000000000007 0.25317500000000004 -0.24436499999999997 0.15398500000000004 -0.081404999999999991 -0.087769999999999987 -0.5224049999999999 0.092670000000000016 0.11212500000000002 -0.0027449999999999996 0.088305000000000008 0.073895000000000002 0.076840000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 4 5 -2 7 15 -9 -10 12 -12 -11 14 -14 -7
right_child=1 2 -4 -5 -6 6 -8 8 9 10 11 -13 13 -15 -16 -17
leaf_value=-0.0011650503531505732 0.00058824089017031058 -9.9058809752067265e-05 0.0011588682281685921 0.00076471775807850106 -0.00075493533991152436 0.00059926981224250983 0.00056245660276776021 -0.00073626490830139865 -0.00081684897601909607 -0.00077133977063065522 0.00084221616599578224 -0.00046931754966329895 -0.00030873087451531233 -0.00054734645936979902 0.00097282176485818375 -0.00011303079109338278
leaf_weight=0.0011294393326504821 0.0014694998771397757 0.0011428229924453836 0.0012063612099419974 0.0010226104563969751 0.0012322402189640707 0.0015066507815717492 0.0014377473510494019 0.001896225719137474 0.0011111284962586057 0.001089732984178892 0.0014744346553001719 0.0010681707455613143 0.001141440322983371 0.0015096226227717044 0.0010929838119659342 0.0010392070464186887
leaf_count=491 202 171 39 118 299 133 31 471 56 323 45 49 65 391 188 49
internal_value=0 5.2632e-05 0.000546916 -1.15502e-05 -5.80565e-05 -3.83342e-06 -6.43911e-05 -0.000134095 -0.000242613 -0.000132324 -2.9212e-05 0.000291229 -0.000197767 -3.08239e-05 0.000318149 0.000308512
internal_weight=0 0.0204409 0.00234918 0.0180917 0.0170691 0.0158368 0.0143673 0.0129296 0.0103837 0.00848751 0.00737639 0.00254261 0.00483378 0.00374405 0.00223442 0.00254586
internal_count=3121 2630 210 2420 2302 2003 1801 1770 1588 1117 1061 94 967 644 253 182
is_linear=0
shrinkage=0.00174112


Tree=2792
num_leaves=16
num_cat=0
split_feature=1213 403 15 42 13 1 52 16 52 0 13 16 151 47 15
split_gain=0.00047566 0.00013705 0.00025534 0.000133889 0.000203298 0.000175951 0.000174072 0.000128928 0.000191023 0.000213925 0.000165454 0.000141594 0.000188299 0.000176249 9.00217e-05
threshold=-1.0000000180025095e-35 0.03138500000000001 0.088235000000000022 -1.0000000180025095e-35 0.15641500000000003 0.11146500000000002 0.15915500000000002 0.061255000000000011 0.0031350000000000002 -0.076234999999999983 -0.085384999999999975 -0.056919999999999991 -0.0083949999999999979 0.092165000000000011 -0.092334999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 5 6 -2 7 8 9 11 -9 12 -5 14 -14
right_child=1 2 -4 4 -6 -7 -8 10 -10 -11 -12 -13 13 -15 -16
leaf_value=-0.001038934290820896 -0.00083435338324452772 -0.00010821126914150395 0.00098641386145336156 -0.0003527734102189993 0.00073982928039297545 6.5520045273799029e-05 -0.00051738317960201192 0.00016284876232889261 0.00068176022221373819 0.00069700168838091709 -0.00059472480356997297 -0.00047384578700127727 -0.00031041079711618806 0.0008225041631519641 0.00034831955867425951
leaf_weight=0.0011097443599165568 0.0010899925278658558 0.0011400944098697947 0.0010677571071154857 0.001728664069689273 0.0010309298116752902 0.0011610231082628819 0.0015029786128783135 0.001446471982812475 0.0015011156694093881 0.0011434886126199554 0.0015400917064097826 0.0015955035369073925 0.0010245662739731751 0.0011156854506087031 0.0011274285280128138
leaf_count=491 477 171 39 116 48 50 286 83 246 202 341 349 71 43 108
internal_value=0 4.41367e-05 0.000421169 -4.80699e-06 5.09328e-05 -0.000370219 -8.08715e-07 6.27108e-05 0.00015665 5.47473e-05 -0.000227812 -5.66646e-05 7.65556e-05 0.000303679 3.46976e-05
internal_weight=0 0.0192158 0.00220785 0.0170079 0.0147569 0.00225102 0.013726 0.012223 0.00923645 0.00773534 0.00298656 0.00659185 0.00499634 0.00326768 0.00215199
internal_count=3121 2630 210 2420 1893 527 1845 1559 1135 889 424 687 338 222 179
is_linear=0
shrinkage=0.00160853


Tree=2793
num_leaves=16
num_cat=0
split_feature=1213 403 15 48 1 160 16 12 48 2 13 16 49 3 1
split_gain=0.000437681 0.000196112 0.000264989 0.000145128 0.000122542 0.000228393 0.000213645 0.000212783 0.00017629 0.000221392 0.000141424 0.000127095 0.000134489 9.72278e-05 6.42618e-05
threshold=-1.0000000180025095e-35 0.03138500000000001 0.088235000000000022 -0.086869999999999989 0.10752500000000002 -0.082179999999999989 0.38525000000000004 0.095330000000000012 0.12879500000000002 0.113445 -0.084034999999999985 -0.059624999999999991 -0.047584999999999995 0.10299500000000002 0.080000000000000016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 -2 5 -5 7 10 9 13 -7 12 -12 -6 -13
right_child=1 2 -4 4 8 6 -8 -9 -10 -11 11 14 -14 -15 -16
leaf_value=-0.0011579325235354485 -0.00066131758304220081 -5.2226681325999706e-05 0.0011838327843158238 -0.00090350679385609901 0.00035070167611311463 0.00049294856841160186 0.00075366464177953373 -0.00079187707921384996 -0.00037497913060399138 0.00092364363335484614 -1.6807533711583098e-06 0.00045286671660453771 -0.00083793237509810297 -0.00030989824304210274 -0.00011863675142193485
leaf_weight=0.0010159462122901848 0.0010652393084878394 0.001145577766049225 0.0010469592428118402 0.0010134141313375518 0.0018406820287811352 0.0014995001699388789 0.0010136759756555896 0.0012262633863149817 0.0012308770081626008 0.0015645092856142748 0.0012143771713173396 0.001177996579587478 0.0012118465433248551 0.0011366208361795471 0.0013113210715570527
leaf_count=491 71 171 39 434 186 281 189 222 71 228 54 167 329 38 150
internal_value=0 3.89763e-05 0.000538005 -2.73097e-05 1.64288e-05 -0.00010582 -1.24187e-05 -0.000114045 0.000221178 0.000382742 1.55252e-05 -0.000130114 -0.00041937 9.85098e-05 0.000151811
internal_weight=0 0.0186989 0.00219254 0.0165063 0.0154411 0.0096684 0.00865498 0.0076413 0.00577269 0.00454181 0.00641504 0.00491554 0.00242622 0.0029773 0.00248932
internal_count=3121 2630 210 2420 2349 1826 1392 1203 523 452 981 700 383 224 317
is_linear=0
shrinkage=0.00177594


Tree=2794
num_leaves=14
num_cat=0
split_feature=403 403 0 1 52 4 4 15 15 52 12 0 3
split_gain=0.000133886 0.000241661 0.000114287 0.000172791 0.000135868 0.000155732 0.000120429 0.000174995 0.000207608 0.000145826 0.000117523 0.00018066 7.74318e-05
threshold=0.10301500000000001 0.08332500000000001 0.15398500000000004 0.090405000000000013 -0.077024999999999996 -0.083854999999999985 -0.084369999999999987 -0.016799999999999995 -0.052074999999999989 -0.049749999999999996 0.090695000000000012 -0.10474999999999998 -0.076669999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 -6 -5 8 9 -8 11 -11 -7
right_child=-2 -3 -4 6 5 12 7 -9 -10 10 -12 -13 -14
leaf_value=0.00010447001720774863 -0.000615484348891514 0.00075504178523916039 0.00046865092619541125 -0.00049234286067227509 -3.96248825749794e-05 -0.001094640927979692 0.00051225775997950837 0.00058705418641919653 -0.00070475714103776369 -0.000215714095152428 -0.00055465345325361585 0.00068897871632494015 -0.00048886144607788843
leaf_weight=0.0016297403829746704 0.0010234968909884996 0.0012124315865541793 0.0012185046319781517 0.0010137623890114902 0.0014816145674768767 0.0010374784430865289 0.0019123082826563173 0.0019004048704986181 0.0010301172833365735 0.0017405177086151852 0.001040174374109526 0.0010201079584008571 0.0015091622656373239
leaf_count=412 202 112 48 176 309 718 227 231 77 116 105 111 277
internal_value=0 1.94507e-05 -3.44902e-05 -7.45205e-05 -0.000311398 -0.000479648 6.42592e-05 0.00012954 6.01256e-07 0.000127783 -6.56593e-05 0.000118589 -0.000735651
internal_weight=0 0.0177463 0.0165339 0.0153154 0.005658 0.00402826 0.00965739 0.00864363 0.00674323 0.00571311 0.0038008 0.00276063 0.00254664
internal_count=3121 2919 2807 2759 1716 1304 1043 867 636 559 332 227 995
is_linear=0
shrinkage=0.00170698


Tree=2795
num_leaves=15
num_cat=0
split_feature=1213 50 133 15 130 156 39 43 43 133 1 12 4 48
split_gain=0.000495203 0.000149406 0.000203486 0.000206127 0.000145034 0.000153147 0.000150563 0.000198804 0.000164327 0.000120997 0.000156013 0.000175886 9.47259e-05 7.79741e-05
threshold=-1.0000000180025095e-35 0.10647500000000001 -0.085499999999999979 -0.24436499999999997 -0.0015749999999999998 0.080810000000000007 0.097050000000000011 -0.14968999999999996 -0.08756499999999999 0.076280000000000014 0.099660000000000012 0.083935000000000023 0.0052350000000000009 0.10833500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 -5 6 7 -6 -9 10 11 12 -10 -12
right_child=1 -3 3 4 5 -7 -8 8 9 -11 13 -13 -14 -15
leaf_value=-0.0012470995523272633 0.00065974897350520574 -0.0005979480654544311 0.00077251387864967554 -0.00068690510839129466 0.00070924997255297382 -0.0005748945926604942 -0.00057787998346590984 -0.00064833736613030882 -0.00029474408264376314 0.00054880300979936547 0.00055799045670567443 -0.00080230243730292268 0.00036824928667074255 -6.7571605416058412e-05
leaf_weight=0.0010073029590048207 0.0018808781239925887 0.0010786735485753393 0.0011373396827179761 0.0010199217245837446 0.0017261711032249298 0.0012818190920714763 0.0010371663752833946 0.0010133554512742242 0.0014463352995672859 0.0017450286147654218 0.0018557441456634807 0.0011831714778649943 0.0013836352535854246 0.0010095185773444371
leaf_count=491 315 305 195 141 103 353 52 200 69 428 188 207 39 35
internal_value=0 5.65927e-05 9.64365e-05 2.95441e-05 -2.79322e-05 2.1191e-05 8.28093e-05 0.000143114 4.17064e-05 0.000122795 1.47178e-05 -0.0002158 2.94081e-05 0.000337586
internal_weight=0 0.0187988 0.0177201 0.0158392 0.0147019 0.0136819 0.0124001 0.011363 0.00963679 0.00862343 0.0068784 0.00401314 0.00282997 0.00286526
internal_count=3121 2630 2325 2010 1815 1674 1321 1269 1166 966 538 315 108 223
is_linear=0
shrinkage=0.00181146


Tree=2796
num_leaves=14
num_cat=0
split_feature=403 403 124 42 13 4 1 1 48 2 47 0 2
split_gain=0.000162699 0.000195372 0.000127333 0.000169555 0.000220137 0.000193969 0.000221812 0.000201489 0.000171032 0.000323546 0.000158081 0.000210273 0.000124867
threshold=0.10301500000000001 0.08332500000000001 -0.043384999999999993 -1.0000000180025095e-35 0.15641500000000003 -0.033174999999999989 0.079415000000000013 0.080585000000000004 0.086035000000000014 0.098035000000000011 0.087235000000000021 -0.17169499999999996 0.097845000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 5 7 -7 12 10 -10 11 -8 -5
right_child=-2 -3 3 4 -6 6 8 -9 9 -11 -12 -13 -14
leaf_value=0.00050650524739651406 -0.00068797486714000742 0.0007223356283971498 -0.0005536668877974114 -0.00043244803146382237 0.00077062732278973273 -0.00051242169353648843 0.0012009965653791965 -0.00085342699245617942 -0.00091938359476443601 0.00034417307514147933 -4.5776914952100246e-05 0.00027870345054575873 0.00036286822484140913
leaf_weight=0.0012686041978212719 0.0010342084818098221 0.0011323714223965961 0.0019074826822638594 0.0012756730352606041 0.0010394163519196189 0.0015735927122581487 0.001201924918157181 0.0016229045270924961 0.0010145642175261038 0.0015573088258970802 0.001591514219436041 0.0019903055295259534 0.0011272808744470682
leaf_count=245 202 112 656 347 44 502 71 380 61 97 88 236 80
internal_value=0 2.18537e-05 -2.4342e-05 -6.66912e-05 -3.1517e-07 -6.21697e-05 8.08834e-05 -0.000379457 0.00020781 -0.000154281 0.000402479 0.000625961 -5.93469e-05
internal_weight=0 0.0183029 0.0171706 0.015902 0.0139945 0.0129551 0.00892921 0.00402586 0.00735562 0.00257187 0.00478374 0.00319223 0.00240295
internal_count=3121 2919 2807 2562 1906 1862 1055 807 553 158 395 307 427
is_linear=0
shrinkage=0.00174112


Tree=2797
num_leaves=15
num_cat=0
split_feature=50 15 48 403 15 48 52 4 2 2 151 16 13 13
split_gain=0.000118968 0.000162538 0.000132657 0.000108926 0.000143683 0.000165865 0.00020552 0.00016508 0.000164897 0.000130283 0.000118649 0.000103701 0.000126542 3.55507e-05
threshold=0.10647500000000001 -0.24436499999999997 0.11951500000000001 -1.0000000180025095e-35 -0.11713499999999999 0.092475000000000016 -0.088204999999999992 0.0082450000000000006 0.095195000000000016 0.10912000000000001 -0.0067699999999999991 -0.056919999999999991 -0.0034749999999999994 -0.026374999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 -5 6 7 -6 10 13 -8 12 -12 -10
right_child=-2 2 -4 4 5 -7 8 -9 9 -11 11 -13 -14 -15
leaf_value=0.00071915425424694853 -0.00064232338124035285 -0.000540557019003923 -0.00067325328992802198 -0.00054528455892477337 -0.00093675445698828536 0.00083572347203886353 0.00088414346960770948 8.9486163135894662e-05 -0.00020985460189087724 0.00026124297387613551 0.00073311417819892641 -0.00018158173319764536 -2.6603395083545145e-06 -0.00071073217990481907
leaf_weight=0.0011105026740508136 0.0010149659655693246 0.0011462454328025574 0.0010521349795259418 0.0012566272170060613 0.0011897421525137427 0.0010622772984679738 0.0012469629259385696 0.0010464176773493442 0.0010030502854814632 0.0015844332811828787 0.0019209724335322955 0.0014901905220171372 0.001462212425857424 0.0010102528113139775
leaf_count=223 333 695 70 144 387 109 153 80 88 142 273 250 86 88
internal_value=0 2.12755e-05 -2.57752e-05 1.84052e-05 6.32942e-05 0.000122047 5.86283e-05 -0.000456522 0.000177166 -0.000143032 0.000365389 0.000232654 0.000415112 -0.000461189
internal_weight=0 0.017582 0.0164715 0.0154194 0.0142731 0.0130165 0.0119542 0.00223616 0.00971807 0.00359774 0.00612034 0.00487338 0.00338318 0.0020133
internal_count=3121 2788 2565 2495 1800 1656 1547 467 1080 318 762 609 359 176
is_linear=0
shrinkage=0.00188464


Tree=2798
num_leaves=17
num_cat=0
split_feature=1213 403 2 147 11 0 4 52 42 52 49 3 3 12 1 1
split_gain=0.000529317 0.000199231 0.000267284 0.000194702 0.000208174 0.000210159 0.000195793 0.000211542 0.000210179 0.000271108 0.000202392 0.000438 0.000186546 0.000167443 0.000243432 0.000174729
threshold=-1.0000000180025095e-35 0.03138500000000001 0.088555000000000009 0.089025000000000007 0.087830000000000005 0.15398500000000004 0.27287000000000006 0.15915500000000002 -1.0000000180025095e-35 0.077655000000000016 -0.080604999999999982 -0.075944999999999985 0.076840000000000006 0.086850000000000024 0.11212500000000002 0.091785000000000019
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 4 5 6 7 8 -2 10 12 -12 -10 14 15 -13
right_child=1 2 -4 -5 -6 -7 -8 -9 9 -11 11 13 -14 -15 -16 -17
leaf_value=-0.0012399782344479882 -0.00068430034730938198 0.0011328030497882433 -0.00011812153267447924 0.0007493701592102232 -0.00084678717654883295 0.00065047430781722815 0.00048461526936305235 -0.0008669086576531071 0.00093815311660181723 0.00064367406558572978 -0.0012811406379784859 -0.0004810773957916597 -0.00016646024180949631 0.00058635144107137954 -0.0010093720601281151 0.00042823759929181386
leaf_weight=0.0011670255724859765 0.0017105396996925483 0.0012441430139675481 0.0010975734079995136 0.0010462608509356963 0.0011067828261276383 0.0014592958393801472 0.0018202642504056054 0.0013085821175337431 0.0010152831656223783 0.0019083470444751791 0.0012324985007552492 0.0012606197667881453 0.0010741491892689581 0.0010961141091781331 0.0010162832397609955 0.0016866922795832906
leaf_count=491 416 102 108 118 109 35 229 313 104 154 572 88 42 106 52 82
internal_value=0 3.83597e-05 0.000546489 -2.51294e-05 -7.09224e-05 -1.91573e-05 -8.37463e-05 -0.00016148 -8.45576e-05 1.51397e-05 -0.000127966 -0.000293419 0.000370286 -5.28193e-05 -0.000229579 3.93068e-05
internal_weight=0 0.0210834 0.00234172 0.0187417 0.0176955 0.0165887 0.0151294 0.0133091 0.0120005 0.01029 0.00838164 0.00629221 0.00208943 0.00505971 0.0039636 0.00294731
internal_count=3121 2630 210 2420 2302 2193 2158 1929 1616 1200 1046 900 146 328 222 170
is_linear=0
shrinkage=0.00184769


Tree=2799
num_leaves=16
num_cat=0
split_feature=1213 147 484 150 42 133 15 14 160 42 4 12 52 1 1
split_gain=0.00048552 0.000158017 0.000212018 0.000180529 0.000117361 0.000186398 0.00023757 0.000269654 0.000240087 0.000242772 0.000273422 9.87973e-05 0.000360777 0.000116457 0.000126672
threshold=-1.0000000180025095e-35 0.088610000000000008 -0.0068949999999999992 0.098740000000000008 0.10256000000000001 -0.085499999999999979 -0.10653 -1.0000000180025095e-35 -0.082179999999999989 0.091295000000000015 0.10924000000000002 0.091475000000000015 0.077655000000000016 0.094715000000000008 0.086560000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 -4 7 -7 -8 10 11 12 13 14 -10
right_child=1 -3 3 -5 -6 6 8 -9 9 -11 -12 -13 -14 -15 -16
leaf_value=-0.0012732026368321083 -0.00074857181000430914 0.00077930445879387602 0.00079185486476598878 -0.00060639276898622277 -0.00039030102889483533 -0.00020021071542564793 -0.00082114818302494747 0.0010116410251937305 0.00011391156297714492 0.00083297125005144369 -0.00096954505520960418 -0.00028914783139054057 0.0010559373789263585 0.00042483542055300923 -0.0007599175714993726
leaf_weight=0.0010371432842216427 0.0012200894734121217 0.0010014818699197519 0.0015364597311316357 0.0013160510978162112 0.0014547212191418002 0.0010145183230000007 0.0012225691250546582 0.0018260443041064082 0.0011556486593413146 0.0012684677040781106 0.001012347321097673 0.0018306217789863105 0.0013366734257456991 0.0010424248879313536 0.0012022004964462596
leaf_count=491 473 125 278 153 236 69 254 192 162 101 46 202 126 130 83
internal_value=0 5.02239e-05 1.06249e-05 6.44202e-05 0.000119934 0.000171308 9.74638e-05 0.000578823 -3.83061e-05 6.98581e-05 -5.78457e-05 8.26867e-05 0.000226384 -9.97192e-05 -0.000331629
internal_weight=0 0.0194403 0.0184388 0.0172187 0.0159027 0.014448 0.0129115 0.00284056 0.010071 0.00884838 0.00757992 0.00656757 0.00473695 0.00340027 0.00235785
internal_count=3121 2630 2505 2032 1879 1643 1365 261 1104 850 749 703 501 375 245
is_linear=0
shrinkage=0.00188464


Tree=2800
num_leaves=11
num_cat=0
split_feature=47 47 1 15 150 12 3 4 133 133
split_gain=5.36025e-05 8.39675e-05 9.12525e-05 0.000162563 0.000185087 9.90906e-05 0.000165482 9.42973e-05 6.90638e-05 0.000127438
threshold=0.13148500000000005 0.09550500000000002 0.094385000000000011 -0.0063699999999999989 0.083095000000000016 0.090995000000000006 0.12178000000000001 -0.49405499999999997 0.083950000000000011 -0.085499999999999979
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 6 -4 -5 9 -9
right_child=-2 -3 5 7 -6 -7 -8 8 -10 -11
leaf_value=-0.011151971532060772 -0.0039779049462279831 0.0038049696759674691 0.0070638556240800064 -0.004503782247422052 -0.0008000211941834286 -0.0022744748280038832 -0.0015061488229956173 0.0048415388659307362 0.0044947550263590794 -0.0028708274325053114
leaf_weight=0.0010145265464560575 0.0010288813395837879 0.0018350497316456981 0.0017764717149962696 0.0011021251485724441 0.0012044615711426518 0.0013221382717123753 0.0012061355227048522 0.0010410579476650399 0.0014731220282096988 0.0019867963666170482
leaf_count=673 65 249 357 74 177 249 136 241 349 551
internal_value=0 0.000245229 -0.000293436 -0.0014425 -0.00553296 0.00179452 0.00359823 0.000177431 0.00132369 -0.000219108
internal_weight=0 0.0139619 0.0121268 0.00782209 0.00221899 0.00430475 0.00298261 0.0056031 0.00450098 0.00302785
internal_count=3121 3056 2807 2065 850 742 493 1215 1141 792
is_linear=0
shrinkage=0.017856


Tree=2801
num_leaves=11
num_cat=0
split_feature=484 4 150 42 42 15 42 12 3 2
split_gain=5.57877e-05 7.35209e-05 6.35517e-05 7.86617e-05 8.54467e-05 9.67954e-05 9.04523e-05 0.000116291 0.000300589 0.000147478
threshold=-0.0068949999999999992 0.27044500000000005 0.086615000000000011 0.092145000000000019 0.08623500000000002 0.088655000000000025 -0.091214999999999977 0.084100000000000022 0.095270000000000007 0.083995000000000014
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 6 -2 8 9 -8
right_child=1 -3 -4 -5 -6 -7 7 -9 -10 -11
leaf_value=-0.0049115254917275978 0.0064818794537604696 0.0043099971959215016 -0.0041568201221988902 -0.0037930044965688641 0.0061431596617583855 -0.0056262414083107781 0.0010276074491343734 -0.0045129454189762478 -0.0072274378295548699 0.011919700947568345
leaf_weight=0.0010021662576353381 0.0012233184563096629 0.0018120005333885228 0.0016753553795775802 0.0017577907225701005 0.0013260361105895541 0.0010850704210201342 0.0010893287828328026 0.0017065941325595038 0.0010270649509858121 0.0011784908220363738
leaf_count=503 230 346 247 408 333 237 86 500 90 141
internal_value=0 0.0003019 -0.00029986 0.000321842 0.0011594 0.000255323 0.00128056 8.36678e-06 0.00235019 0.00668777
internal_weight=0 0.0138811 0.012069 0.0103937 0.0086359 0.00730987 0.0062248 0.00500148 0.00329488 0.00226782
internal_count=3121 2618 2272 2025 1617 1284 1047 817 317 227
is_linear=0
shrinkage=0.0213396


Tree=2802
num_leaves=11
num_cat=0
split_feature=47 47 47 1 42 133 160 43 3 0
split_gain=4.66836e-05 6.60415e-05 8.66055e-05 8.14909e-05 9.41573e-05 7.88916e-05 9.48918e-05 0.000104457 8.65316e-05 9.5398e-05
threshold=0.13148500000000005 0.09550500000000002 0.077555000000000013 0.11955000000000002 0.092395000000000019 0.089755000000000015 -0.081639999999999976 -0.0037449999999999996 -0.05647499999999999 -0.22491999999999998
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 -1 -8 -9 -10
right_child=-2 -3 -4 -5 -6 -7 7 8 9 -11
leaf_value=0.0037386250327647421 -0.0035813895742619942 0.0032735107528384772 -0.0049872611048280046 0.0048789615074018404 -0.0043123549960899631 0.0036962289626171125 -0.0054841812744570156 0.0033141881947297285 0.0011002742474032824 -0.0055339132617093388
leaf_weight=0.0013088409349593794 0.0010179480783054648 0.0018194415369284607 0.0010325873759458861 0.0010013761861757302 0.0014420228138986415 0.0017341928741764247 0.0013814899577399911 0.0014642560814922337 0.0014065918764525343 0.0011691367516536884
leaf_count=368 65 249 143 239 469 305 698 380 71 134
internal_value=0 0.00022753 -0.000236604 0.000213113 -0.000258522 0.000432093 -0.000408973 -0.00141028 -1.71893e-05 -0.00191102
internal_weight=0 0.0137599 0.0119405 0.0109079 0.00990653 0.00846451 0.00673032 0.00542147 0.00403998 0.00257573
internal_count=3121 3056 2807 2664 2425 1956 1651 1283 585 205
is_linear=0
shrinkage=0.0171627


Tree=2803
num_leaves=12
num_cat=0
split_feature=42 43 15 16 13 12 15 3 16 16 4
split_gain=4.28701e-05 7.55245e-05 7.19702e-05 7.1088e-05 9.42491e-05 5.69219e-05 6.83768e-05 7.92636e-05 6.95148e-05 0.000117716 6.02316e-05
threshold=-1.0000000180025095e-35 -0.17390999999999998 -0.016799999999999995 0.22339500000000004 -0.23438999999999996 0.092355000000000007 -0.10091499999999999 0.076840000000000006 -0.094359999999999986 -0.073404999999999984 -0.059649999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 4 -3 6 7 -6 -8 -10 -11
right_child=1 3 -4 -5 5 -7 8 -9 9 10 -12
leaf_value=-0.0054243128232298677 0.0046869859589203436 0.0053598056129037681 0.00034098530888105282 -0.0032291148213528967 0.0061756047334846935 -0.0034430043356765477 -0.0031860512511109511 -0.00030624522174536336 0.0053922112530063477 -0.0043681286819645957 0.0012592754775393527
leaf_weight=0.0010387974170713646 0.0010544843477628936 0.0010242529836827366 0.0014956574831426093 0.0016663199792715114 0.0011046799851465068 0.0011977711278925171 0.0018139291240348975 0.0010341545166066834 0.0011041297621442849 0.0010071386226249892 0.0011572273084762014
leaf_count=340 84 149 522 330 219 354 236 70 213 215 389
internal_value=0 0.000383525 -0.00202204 -2.49446e-05 0.000540449 -4.58702e-05 0.000517603 0.00304155 -0.000544546 0.00092142 -0.00135931
internal_weight=0 0.0121641 0.00253445 0.0111096 0.00944328 0.00841903 0.00722126 0.00213883 0.00508242 0.0032685 0.00216437
internal_count=3121 2259 862 2175 1845 1696 1342 289 1053 817 604
is_linear=0
shrinkage=0.0168261


Tree=2804
num_leaves=11
num_cat=0
split_feature=0 1 47 4 3 13 2 48 0 16
split_gain=4.61959e-05 0.000102207 9.75413e-05 7.06138e-05 9.10413e-05 9.89846e-05 7.02378e-05 6.50376e-05 0.000128848 0.000123253
threshold=-0.062294999999999996 0.085110000000000005 0.096300000000000011 -0.49405499999999997 -0.10023499999999998 -0.0090849999999999976 0.090050000000000005 0.086260000000000017 -0.15350499999999997 -0.078844999999999985
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 6 7 -2 -5 -6 -1 8 -3 -10
right_child=3 2 -4 4 5 -7 -8 -9 9 -11
leaf_value=-0.00067844115761562401 -0.0019303472501951751 0.0069602598266982453 -0.0030353109858669812 0.0052360646224269914 0.0036606723882382842 -0.0029644409270537745 -0.005508823592337459 -0.0011855537720954761 0.0046784843211024017 -0.0019050692263924663
leaf_weight=0.0014019409739640678 0.0012378297310918773 0.001047185531651524 0.0015390735719163981 0.0014483442711894362 0.0010226929827145664 0.0010736625749764193 0.0013947097214826458 0.0016884731091384442 0.0010885883583508799 0.001679305598897448
leaf_count=912 156 105 185 137 190 112 626 139 233 326
internal_value=0 -0.000622531 0.000356272 0.00120336 0.00229767 0.000267576 -0.00308739 0.00130473 0.00240688 0.000684185
internal_weight=0 0.00983928 0.00704263 0.00478253 0.0035447 0.00209636 0.00279665 0.00550355 0.00381508 0.00276789
internal_count=3121 2526 988 595 439 302 1538 803 664 559
is_linear=0
shrinkage=0.01524


Tree=2805
num_leaves=15
num_cat=0
split_feature=1213 403 15 0 4 157 1 457 42 12 3 2 2 47
split_gain=0.000461054 0.000166442 0.000250525 0.000133773 0.000154155 0.000267236 0.000173361 0.000143061 0.000170258 0.000271869 0.00018625 0.000303822 0.000222088 0.00023503
threshold=-1.0000000180025095e-35 0.03138500000000001 0.088235000000000022 0.15398500000000004 -0.064804999999999988 -0.063304999999999986 0.07863500000000001 -0.0029299999999999994 0.088060000000000013 0.092355000000000007 -0.00083499999999999991 0.11215000000000001 0.090310000000000015 0.09550500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 4 6 -6 -2 -7 10 -10 -9 12 13 -12
right_child=1 2 -4 -5 5 7 -8 8 9 -11 11 -13 -14 -15
leaf_value=-0.0011663376428668497 2.5563279369313208e-05 -9.3596343794374089e-05 0.0011360134836523939 0.0005407323389666676 0.00089298746846094965 -0.00062891929420744543 -0.00077677782491492975 -0.00059388477454204035 0.00093407894174766105 -0.00021222975478279727 -0.00052152991318701577 -0.00055537915974345051 0.00099970507875699575 0.00063967868426228732
leaf_weight=0.0010021186218696415 0.0015693136007243974 0.0010075554140027551 0.0010017148827189404 0.0012225941689507107 0.0010078976413646313 0.0011368892222955755 0.0017015499466120389 0.0018262418315759185 0.0013734314821313119 0.0011543980524673309 0.001097817356556916 0.0016249747885556942 0.0011073738284537171 0.0010187244786568073
leaf_count=491 358 171 39 45 340 152 394 497 196 204 52 113 46 23
internal_value=0 4.73474e-05 0.000519421 -1.25296e-05 -5.88004e-05 3.71905e-05 -0.000391826 -4.623e-05 2.57526e-05 0.000410588 -0.000119982 5.85045e-05 0.000367925 3.73778e-05
internal_weight=0 0.0178505 0.00200927 0.0158412 0.0146186 0.0113477 0.00327086 0.0103399 0.00920296 0.00252783 0.00667513 0.00484889 0.00322392 0.00211654
internal_count=3121 2630 210 2420 2375 1623 752 1283 1131 400 731 234 121 75
is_linear=0
shrinkage=0.00174112


Tree=2806
num_leaves=12
num_cat=0
split_feature=1 50 16 160 52 160 2 4 2 15 0
split_gain=4.40574e-05 7.00172e-05 7.94619e-05 0.000143821 0.000142165 0.000119087 0.000118788 0.000118599 0.000203644 8.97513e-05 0.000109501
threshold=0.13869000000000004 0.088425000000000017 -0.014034999999999997 -0.081639999999999976 0.090245000000000006 0.086325000000000013 0.11389000000000002 0.018150000000000003 0.091545000000000015 0.088235000000000022 -0.13027499999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -4 5 6 9 8 -5 10 -1
right_child=-2 -3 3 7 -6 -7 -8 -9 -10 -11 -12
leaf_value=0.0045456881497168266 0.0030012086217818912 -0.003575812636652543 0.0064955245086071927 -0.006708576943722724 -0.0058044006100384871 -0.0046055103899342422 -0.0033858905387708438 0.0043468935192789533 0.0014869664434732676 0.005926540587018663 -0.0015200381328486058
leaf_weight=0.001075151190839342 0.0010009811032937665 0.0012778050512832128 0.0010320926428189622 0.0010233477747245974 0.0011236703008675603 0.0010417125736772552 0.0010972541926737092 0.0011514814695020993 0.001998875298148536 0.0010441721597038087 0.0017389714561970343
leaf_count=95 139 539 220 360 408 123 121 156 327 91 542
internal_value=0 -0.000246645 9.84607e-05 0.00150148 -0.000927225 -1.34183e-05 0.000951892 0.000266531 -0.00128811 0.00218551 0.000797406
internal_weight=0 0.0136045 0.0123267 0.0052058 0.00712093 0.00599726 0.00495555 0.0041737 0.00302222 0.00385829 0.00281412
internal_count=3121 2982 2443 1063 1380 972 849 843 687 728 637
is_linear=0
shrinkage=0.0149411


Tree=2807
num_leaves=12
num_cat=0
split_feature=133 3 50 3 2 4 2 16 4 0 0
split_gain=4.34449e-05 9.17173e-05 7.30718e-05 8.96904e-05 7.5878e-05 9.96321e-05 8.70952e-05 7.9587e-05 8.45192e-05 7.50108e-05 6.21028e-05
threshold=0.10722500000000001 0.16158000000000003 0.07826000000000001 -0.15447499999999995 0.088475000000000012 0.053180000000000012 0.10699500000000002 0.0065250000000000004 0.0052350000000000009 -0.10151999999999999 -0.17169499999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 -5 7 8 -6 -7 -8
right_child=-2 -3 -4 4 6 9 10 -9 -10 -11 -12
leaf_value=0.00484362658004795 -0.0032554159033982362 0.0048964231994397985 -0.0037647134906731092 -0.0046000676501523367 -0.00242565498962611 0.0033870558249029996 0.0011473727865960019 0.006047990176728797 0.0037625684994116795 -0.002533470193233666 -0.0039589344585339954
leaf_weight=0.0010165726753405416 0.0010119901397564355 0.0010140110970222578 0.0013166018999817746 0.0019023307382189216 0.0010806180977888246 0.0011220395823914875 0.0012787392008805944 0.0011738725915486584 0.0012393954153878846 0.0011168575068842453 0.0012147752315674579
leaf_count=161 427 150 475 832 228 50 72 162 162 107 295
internal_value=0 0.000219058 -0.000161537 0.000264112 -0.000195517 -0.00187866 0.000968642 0.00261648 0.000880212 0.000433645 -0.00134029
internal_weight=0 0.0134758 0.0124618 0.0111452 0.0101286 0.00414123 0.0059874 0.00349389 0.00232001 0.0022389 0.00249351
internal_count=3121 2694 2544 2069 1908 989 919 552 390 157 367
is_linear=0
shrinkage=0.0161728


Tree=2808
num_leaves=15
num_cat=0
split_feature=52 1 376 47 42 133 3 160 1 2 2 3 0 1
split_gain=0.000101091 0.000176353 0.000151211 0.000184487 0.000169184 0.000178324 0.000207286 0.000262867 0.000194658 0.000217806 0.000124106 0.000120323 8.00184e-05 4.51899e-05
threshold=-0.40306999999999998 0.13842500000000005 0.048375000000000008 0.10904500000000002 -1.0000000180025095e-35 0.091410000000000005 -0.082974999999999979 -1.0000000180025095e-35 0.094465000000000007 0.092365000000000017 0.089525000000000007 0.12178000000000001 -0.062294999999999996 0.10781
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 6 7 -6 9 10 -8 13 -9 -10
right_child=1 -3 -4 -5 5 -7 8 12 11 -11 -12 -13 -14 -15
leaf_value=-0.00048505725403359489 -0.00048662429801578767 0.00067791814994409101 0.00057274525858576483 -0.00074325591033246735 -0.00019980428434494029 -0.00056575896666271252 -0.0003111552539548293 0.00050816975891354024 0.00027351011434894186 -0.00095925268104921947 0.00041419129096914267 -0.00013291017116690831 0.0011382849408926744 0.0007558244407036166
leaf_weight=0.0011814226944142974 0.0018542611737577845 0.0010730983860604377 0.0011117475243542811 0.0010503774535393093 0.001115688354151257 0.0011661346551374912 0.0018900496427480097 0.0012553923631997768 0.0011913867044692772 0.0010116054985640742 0.0010156170710226148 0.0014097877185372809 0.0010254849214453533 0.0010012907010766639
leaf_count=324 746 137 143 109 247 344 392 129 114 141 77 75 57 86
internal_value=0 2.10359e-05 -2.27499e-05 -6.6924e-05 -1.59504e-05 5.62827e-05 0.000122732 0.000465861 -3.22542e-05 -0.000290463 -5.7625e-05 0.000248519 0.00079147 0.00049376
internal_weight=0 0.0171719 0.0160988 0.0149871 0.0139367 0.0120824 0.0109163 0.00339657 0.00751974 0.00391727 0.00290567 0.00360247 0.00228088 0.00219268
internal_count=3121 2797 2660 2517 2408 1662 1318 433 885 610 469 275 186 200
is_linear=0
shrinkage=0.00167351


Tree=2809
num_leaves=12
num_cat=0
split_feature=2 2 47 52 42 160 12 3 16 43 48
split_gain=4.10896e-05 4.83332e-05 7.81014e-05 0.000114045 0.000127718 7.75149e-05 9.5101e-05 0.000154165 0.000117255 7.33575e-05 6.19203e-05
threshold=-0.0091949999999999983 0.088225000000000012 0.10783500000000001 -1.0000000180025095e-35 0.083995000000000014 0.088405000000000011 0.090020000000000017 -0.0096849999999999974 0.023255000000000001 -0.077044999999999988 0.016865000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 -5 6 7 9 -8 -3 -9
right_child=1 5 -4 4 -6 -7 8 10 -10 -11 -12
leaf_value=0.0030492039438619659 -0.006814545366244049 0.0011855409300577558 0.002059271529315385 -0.0046778757661125108 0.0033377332362959774 0.0035751988752106426 -0.0069226610082385211 -0.003963166562201732 0.0002872810770994867 0.0072612383176001351 0.00079096799712053724
leaf_weight=0.0010557150357681797 0.0012240617807177984 0.0010040031515690839 0.0011108933795639722 0.0010202695398940256 0.0010602362163884627 0.0016567889959277883 0.0010711915062726557 0.0013541472543760883 0.0013133098024871699 0.0010777324841592731 0.0015219165514922129
leaf_count=179 428 221 90 422 396 214 414 207 258 148 144
internal_value=0 -0.000264602 -0.0016505 -0.00289761 -0.000593081 0.000415395 -0.000297614 0.000978869 -0.00295165 0.00433098 -0.00144744
internal_weight=0 0.0134146 0.00441546 0.00330457 0.00208051 0.00899909 0.0073423 0.0049578 0.0023845 0.00208174 0.00287606
internal_count=3121 2942 1336 1246 818 1606 1392 720 672 369 351
is_linear=0
shrinkage=0.0161728


Tree=2810
num_leaves=12
num_cat=0
split_feature=123 4 0 157 52 16 3 0 49 13 52
split_gain=3.95516e-05 7.02579e-05 9.83032e-05 0.000102165 0.000106094 0.00023033 0.000144265 0.000127129 0.000121017 0.000111766 4.47815e-05
threshold=1.0000000180025095e-35 -0.49405499999999997 -0.019414999999999998 -0.077384999999999995 0.077655000000000016 -0.056919999999999991 -0.077774999999999983 -0.11756999999999999 -0.043469999999999995 -0.013024999999999998 -0.10286999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 5 7 -6 8 -5 -9 -7
right_child=-2 2 -4 4 6 10 -8 9 -10 -11 -12
leaf_value=-0.0041935094884628212 0.0030395494881759293 0.0041861098440985414 0.0035190940403974961 0.0011799647542632974 -0.0019623111574953588 -0.0042049841850244464 0.006199759598359814 -0.00076019016527462905 -0.005659907549355532 0.0065120132897333082 -0.008906304802402008
leaf_weight=0.0010887608880094666 0.0010255326937360356 0.001081677679125397 0.0018587856801451494 0.0012679849446463054 0.0011733502554649444 0.0010855906826644005 0.0010949917964824737 0.0011449881511546164 0.0014505875148537782 0.0010687294935688341 0.0010353610438710739
leaf_count=141 265 303 175 81 593 292 287 316 143 162 363
internal_value=0 -0.000256257 9.33365e-05 -0.000518755 -0.00106471 -0.00204317 0.00197775 -0.000126684 -0.00246968 0.00275065 -0.00649997
internal_weight=0 0.0133508 0.012262 0.0104033 0.00932158 0.00705324 0.00226834 0.00493229 0.00271857 0.00221372 0.00212095
internal_count=3121 2856 2715 2540 2237 1357 880 702 224 478 655
is_linear=0
shrinkage=0.0161728


Tree=2811
num_leaves=15
num_cat=0
split_feature=1213 48 42 376 15 12 52 52 2 3 3 2 4 16
split_gain=0.000447362 0.000141974 0.000111703 0.000158557 0.00019629 0.000172692 0.00026291 0.000233091 0.000154636 0.000224732 0.000142029 0.000242195 0.000181385 0.000139669
threshold=-1.0000000180025095e-35 -0.086869999999999989 -0.11466499999999999 1.0000000180025095e-35 0.088235000000000022 0.10312500000000001 -0.12005499999999998 -0.081429999999999989 0.11067500000000001 0.10893000000000001 0.096675000000000011 0.095195000000000016 -1.0000000180025095e-35 -0.083134999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 5 6 -4 -8 10 -10 11 12 -9 -6
right_child=1 2 3 -5 13 -7 7 8 9 -11 -12 -13 -14 -15
leaf_value=-0.0012594678947010511 -0.00064123287013628111 -0.00047609747385773455 -0.00097537090200490288 0.00086362735868555918 0.00093883520244634295 0.00062303064450034134 0.00080095926125580341 0.00023280386604760685 0.00097389828281707125 -0.00015230508765830776 0.00032298385548722305 -0.0012507379875972017 -0.00062574940007062505 5.1387561228289876e-05
leaf_weight=0.0010198699012896875 0.0010392537847651586 0.0011968467320507296 0.0011368220817749948 0.0010265064778140947 0.0015160385171439916 0.0013729879308820988 0.0011840990686641248 0.0017996911188746497 0.0010344062515932582 0.0017840944757248622 0.0011334832448066379 0.0010456680444478322 0.0018380710203759381 0.0011543462112809265
leaf_count=491 77 132 347 152 123 183 139 459 119 124 70 120 232 353
internal_value=0 4.87702e-05 9.04056e-05 0.000132712 8.26921e-05 -1.965e-05 -0.000100187 1.13429e-06 -0.000108539 0.000261018 -0.000287602 -0.000435376 -0.000201002 0.000555212
internal_weight=0 0.0182623 0.0172231 0.0160262 0.0149997 0.0123293 0.0109563 0.00981951 0.00863541 0.0028185 0.00581691 0.00468343 0.00363776 0.00267038
internal_count=3121 2630 2553 2421 2269 1793 1610 1263 1124 243 881 811 691 476
is_linear=0
shrinkage=0.00192234


Tree=2812
num_leaves=15
num_cat=0
split_feature=1213 147 52 11 52 15 42 3 3 43 1 3 4 1
split_gain=0.000518033 0.000169213 0.000207562 0.00014045 0.000187582 0.000182624 0.000175299 0.000114479 0.000379125 0.000173311 0.000180314 0.000269539 0.000173602 9.15246e-05
threshold=-1.0000000180025095e-35 0.088610000000000008 0.19022000000000003 0.081790000000000015 0.10347000000000002 0.088235000000000022 0.08623500000000002 -0.10519499999999998 -0.075944999999999985 -0.04890499999999999 0.11103500000000001 0.090900000000000009 0.053180000000000012 0.090130000000000016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 7 -7 -2 -9 -10 11 12 -11 -13
right_child=1 -3 -4 -5 -6 6 -8 8 9 10 -12 13 -14 -15
leaf_value=-0.0011270128730774931 0.00039737492798522418 0.00071449544577269078 -0.00058705040355280888 -0.0004537138412789777 0.00063282501536977679 7.6270068932344614e-05 0.00095068338781601771 -0.0009653100362082322 0.00046676856565675229 -0.00072012623811644634 -0.00058453093806007969 0.00016788266335371601 0.00019514941117303912 0.00084985425775119239
leaf_weight=0.0010966083809856161 0.0014161519591999469 0.0010332528065706481 0.0014587308952512456 0.0013126485986769678 0.001746558545332213 0.001521805510117981 0.0011107663958866976 0.0012651205856606734 0.001868741996957194 0.0013770632965862378 0.0016719780180943847 0.0012207775824997213 0.001003163153410036 0.0010047518601221661
leaf_count=491 103 125 338 161 168 170 142 748 264 107 140 45 61 58
internal_value=0 5.59169e-05 1.80668e-05 7.15008e-05 0.000116837 4.98844e-05 0.000445213 -4.62327e-05 -0.000112982 1.93819e-05 -0.000113795 5.7091e-05 -0.000334377 0.00047577
internal_weight=0 0.0190115 0.0179783 0.0165195 0.0152069 0.0134603 0.00263257 0.0108277 0.0094116 0.00814648 0.00627773 0.00460576 0.00238023 0.00222553
internal_count=3121 2630 2505 2167 2006 1838 312 1526 1423 675 411 271 168 103
is_linear=0
shrinkage=0.00167351


Tree=2813
num_leaves=11
num_cat=0
split_feature=4 151 160 133 52 133 13 12 0 49
split_gain=4.20437e-05 5.63894e-05 9.50029e-05 0.000128832 8.11096e-05 0.000248218 0.000122597 8.88862e-05 0.000104702 6.11482e-05
threshold=0.27287000000000006 -0.086769999999999986 -0.082299999999999984 -0.0061299999999999992 0.077655000000000016 1.0000000180025095e-35 -0.084034999999999985 0.096475000000000019 -0.10011499999999998 -0.046979999999999987
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 6 -6 -5 8 9 -8
right_child=-2 2 3 4 5 -7 7 -9 -10 -11
leaf_value=0.0035190525937622784 0.0023598913859992324 -0.0050750612977213975 -0.0046178061559228574 0.0044645088711708567 0.0085983694439674581 -0.0021849991924138535 -0.0036321156228834935 0.0028401964203655719 -0.006612658029174141 0.0023825958872701882
leaf_weight=0.0010323256388080774 0.0019579030337102165 0.0013716914827890765 0.0016619970670857529 0.0012301926864100744 0.0013248321097709126 0.001292269986586575 0.0010015069693487533 0.0010029104135918132 0.0014829062279601737 0.0010729237516130564
leaf_count=232 352 485 664 234 107 258 46 224 458 61
internal_value=0 -0.000399416 -0.000752973 -0.00016421 0.000716173 0.00327377 -0.000439782 -0.00176278 -0.00306049 -0.000521225
internal_weight=0 0.0124736 0.0114412 0.0100695 0.00840754 0.0026171 0.00579044 0.00456025 0.00355734 0.00207443
internal_count=3121 2769 2537 2052 1388 365 1023 789 565 107
is_linear=0
shrinkage=0.0175059


Tree=2814
num_leaves=16
num_cat=0
split_feature=147 52 42 49 15 42 47 52 16 2 2 1 0 0 13
split_gain=0.000153674 0.000163491 0.000137405 0.000164004 0.000184737 0.000163835 0.000266544 0.000237269 0.000161024 0.000420056 0.000293072 0.000120186 0.000133289 0.000204626 0.000126313
threshold=0.08845500000000002 0.19022000000000003 -0.11051499999999999 -0.15986999999999998 -0.24436499999999997 0.10306000000000001 0.11312500000000002 -0.11592499999999999 -0.088394999999999987 0.089885000000000007 0.092365000000000017 0.094385000000000011 -0.077999999999999986 -0.014954999999999998 -0.017449999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 -5 6 7 -6 9 -9 -11 12 14 -14 -10
right_child=-2 -3 3 4 5 -7 -8 8 11 10 -12 -13 13 -15 -16
leaf_value=-0.0006547518184554671 0.00069111048286315906 -0.0006610639958439708 0.00074227728110842631 0.00068932839664300112 -0.00094671659102182047 -0.00074993344044505547 0.0008789977116222562 -0.0011694556869487666 0.0002544662461803836 0.00088680077217343476 -0.00035814200211878203 0.00067485456441283571 0.00097235932467973493 -6.1749419746354639e-05 -0.00058539162168642336
leaf_weight=0.0010371052718873381 0.001000555558212819 0.0013929146892090313 0.001058002526295238 0.0011869170419078765 0.0010106905969721304 0.0011132946817423621 0.0010542485418315465 0.001292970882215856 0.0010015465616006478 0.0010304058670391747 0.0017284246136297227 0.0012831559210416399 0.0010434925848246124 0.0017468443815023163 0.0015692456924177524
leaf_count=153 133 346 49 222 360 253 106 271 433 35 122 148 136 66 288
internal_value=0 -5.22804e-05 -2.85362e-06 3.90892e-05 -1.03074e-05 -7.01597e-05 -1.0855e-05 -9.09903e-05 -1.01313e-05 -0.000300441 0.000106836 0.000166905 4.53299e-05 0.000324973 -0.000258194
internal_weight=0 0.0185493 0.0171563 0.0161192 0.0150612 0.0138743 0.012761 0.0117068 0.0106961 0.0040518 0.00275883 0.00664429 0.00536113 0.00279034 0.00257079
internal_count=3121 2988 2642 2489 2440 2218 1965 1859 1499 428 157 1071 923 202 721
is_linear=0
shrinkage=0.00184769


Tree=2815
num_leaves=11
num_cat=0
split_feature=52 1 160 457 151 16 0 12 2 2
split_gain=4.00975e-05 6.17801e-05 8.21744e-05 8.08382e-05 0.00011049 0.000122146 0.000150213 0.000124728 9.67631e-05 5.67342e-05
threshold=0.19022000000000003 0.13146500000000003 -0.081069999999999989 0.045365000000000009 -0.0077149999999999988 -0.056919999999999991 -0.062294999999999996 0.090020000000000017 0.088225000000000012 0.10097500000000002
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 -4 7 -7 8 -6 -8
right_child=-2 -3 3 -5 5 6 9 -9 -10 -11
leaf_value=0.003659238924959026 -0.0027468058742271891 0.0035164410946482427 -0.0057658316876477936 0.0026410602250504776 -0.00022437627638571611 -0.007541920453226496 0.0020718981142969538 -0.0024080309139869033 0.0053850838162750542 -0.0027836705479458552
leaf_weight=0.001246748712372508 0.0011963353022019481 0.0012479405079648875 0.0010917718453974838 0.0016210237338249887 0.0012953431454619368 0.0010722748483456704 0.0010918014652035951 0.0015651123980095633 0.0017429077055788125 0.0012440269216755784
leaf_count=349 350 221 191 218 445 455 107 443 169 173
internal_value=0 0.00022506 -0.000118056 -0.000557185 -0.0011267 -0.000494498 -0.00272523 0.00115703 0.00299352 -0.000514104
internal_weight=0 0.013219 0.011971 0.0107243 0.00910324 0.00801147 0.0034081 0.00460336 0.00303825 0.00233583
internal_count=3121 2771 2550 2201 1983 1792 735 1057 614 280
is_linear=0
shrinkage=0.0155448


Tree=2816
num_leaves=15
num_cat=0
split_feature=1213 484 457 42 160 50 133 43 2 16 133 4 16 1
split_gain=0.000443866 0.000126378 0.000149284 0.000135995 0.000181997 0.000245838 0.000197256 0.000204437 0.000252806 0.000248012 0.000122968 0.000162586 0.000298744 0.000219555
threshold=-1.0000000180025095e-35 -0.0068949999999999992 -0.0029299999999999994 -0.11466499999999999 -0.098904999999999979 0.088280000000000011 0.10722500000000001 -0.14968999999999996 0.11389000000000002 -0.42170999999999997 -1.0000000180025095e-35 0.076415000000000025 0.15891500000000003 0.086560000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 -4 -5 6 7 -6 9 -9 -11 12 13 -12
right_child=1 2 3 4 5 -7 -8 8 -10 10 11 -13 -14 -15
leaf_value=-0.0011867874165378033 -0.0004982658632828145 -0.00053383481077316102 -0.00044176452824917583 -0.00055289385010362957 0.00085660530172191793 0.0010418463750165236 -0.00060718539999411486 0.0010692258571633564 -0.00047849168170863621 -0.00033988101397351705 0.00089781666323993981 0.00090240262007875588 -0.00064982950678611892 -1.5384849049187725e-05
leaf_weight=0.0010111489734446746 0.0013020238867023177 0.0011828744174179921 0.0012451619335895189 0.001029410105252722 0.0014909103645621693 0.0011412316108817275 0.0010022143026730242 0.0011077760347176181 0.0017944133258358972 0.0013698179429826752 0.0015504794461529353 0.0010667529134567328 0.0012266280210652888 0.001950964884681966
leaf_count=491 485 152 114 307 75 166 195 98 225 277 144 44 199 149
internal_value=0 4.58267e-05 8.71133e-05 0.000133089 0.000181681 0.000236872 0.00016373 0.000230579 0.000137863 0.00027156 0.000148228 0.00026361 0.000119485 0.000388991
internal_weight=0 0.0184607 0.0171586 0.0159758 0.0147306 0.0137012 0.01256 0.0115577 0.0100668 0.00827242 0.00716464 0.00579483 0.00472807 0.00350144
internal_count=3121 2630 2145 1993 1879 1572 1406 1211 1136 911 813 536 492 293
is_linear=0
shrinkage=0.00181146


Tree=2817
num_leaves=11
num_cat=0
split_feature=484 4 16 0 0 0 51 3 42 42
split_gain=3.9111e-05 7.05941e-05 6.82637e-05 9.61939e-05 0.000102599 9.00558e-05 0.000152333 0.000114443 5.79583e-05 4.10483e-05
threshold=-1.0000000180025095e-35 0.27044500000000005 -0.014034999999999997 -0.053834999999999994 0.030935000000000004 -0.10224499999999999 0.081440000000000026 -0.059315 0.083995000000000014 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 5 9 -5 6 -2 8 -7 -4
right_child=1 -3 3 4 -6 7 -8 -9 -10 -11
leaf_value=-0.0030192695408348398 -0.0061806528072660769 0.0032351375810243267 0.0015879471295992573 -0.0040805869266051656 0.0018316259460724677 -0.0043467258011701763 0.0010525514873582424 0.0049199180377258464 0.00096508565471715535 0.0061509951921548383
leaf_weight=0.0010560977342370667 0.0019093588569721563 0.0017565945289154871 0.0010430297284140487 0.0013223624269440596 0.0018304510657163875 0.0010350283498178669 0.0012668348257379725 0.0010516620398259117 0.0011172209679394737 0.0010198224601131334
leaf_count=515 158 346 243 131 172 552 85 103 481 335
internal_value=0 0.000213772 -0.000243922 0.0011285 -0.000648092 -0.00136586 -0.00329567 0.000547244 -0.00158939 0.0038438
internal_weight=0 0.0133524 0.0115958 0.00521567 0.00315281 0.00638011 0.00317619 0.00320391 0.00215225 0.00206285
internal_count=3121 2606 2260 881 303 1379 243 1136 1033 578
is_linear=0
shrinkage=0.0161728


Tree=2818
num_leaves=17
num_cat=0
split_feature=1213 403 15 0 4 157 160 12 1374 457 1 52 16 151 4 0
split_gain=0.000489191 0.000193142 0.000232293 0.000206163 0.000145232 0.000250251 0.00022044 0.000278919 0.000127182 0.000217969 0.000214143 0.000122342 0.000197772 0.000258115 0.000113258 6.4977e-05
threshold=-1.0000000180025095e-35 0.03138500000000001 0.088235000000000022 0.15398500000000004 -0.064804999999999988 -0.077609999999999985 -1.0000000180025095e-35 0.085955000000000018 -0.08070999999999999 0.088350000000000026 0.079415000000000013 -0.081429999999999989 -0.056919999999999991 -0.00099499999999999979 0.27287000000000006 -0.11173999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 4 6 -6 -2 -8 -7 10 -10 -12 13 -13 15 -15
right_child=1 2 -4 -5 5 8 7 -9 9 -11 11 12 -14 14 -16 -17
leaf_value=-0.0012241085481913664 -0.0010374961523261228 -1.9151590584200291e-05 0.0011804159390048285 0.00067548508351497865 0.00088410848419177748 -0.00066171645358220664 0.00055866401183157538 -0.00066409510909025003 -0.00073303353478171849 0.00078815364964418934 0.00046197071119533155 -0.00065037893520824707 -0.00066060877445560688 -0.00019936924215933395 0.00085663089766561376 0.00040164366498213428
leaf_weight=0.0010268833083269596 0.0011478470100457386 0.0010694967386417889 0.0010495664383525227 0.0013478985609837206 0.0010343468419300632 0.0010056808711578222 0.0011800595503466123 0.0012719698457858211 0.0013852286053522662 0.00106715722167361 0.0017480048874936698 0.0011196048918902229 0.0014675188977308316 0.0010568298231418138 0.0010220963011810806 0.0013370479378576072
leaf_count=491 177 171 39 45 277 32 140 435 536 86 158 85 170 45 163 71
internal_value=0 5.89856e-05 0.000574991 -4.61914e-06 -6.248e-05 3.15632e-05 -0.00038233 -7.56321e-05 -4.7107e-05 1.34704e-05 -7.70154e-05 4.0224e-05 -8.25818e-05 0.000104443 0.00035184 0.000136313
internal_weight=0 0.0193104 0.00211906 0.0171913 0.0158434 0.0122435 0.00359988 0.00245203 0.0112092 0.0102035 0.00913633 0.0077511 0.0060031 0.00453558 0.00341597 0.00239388
internal_count=3121 2630 210 2420 2375 1623 752 575 1346 1314 1228 692 534 364 279 116
is_linear=0
shrinkage=0.00181146


Tree=2819
num_leaves=15
num_cat=0
split_feature=1213 133 160 474 151 42 42 4 4 2 2 16 0 3
split_gain=0.000502383 0.000164669 0.000160683 0.000302105 0.000204887 0.00020161 0.00024593 0.000151488 0.000230037 0.000146465 0.000100782 0.000124663 0.00015054 1.93484e-05
threshold=-1.0000000180025095e-35 -0.085499999999999979 -1.0000000180025095e-35 0.084660000000000027 -0.090369999999999992 0.088060000000000013 0.092145000000000019 0.24564500000000003 0.08184000000000001 0.10276500000000001 0.11177500000000001 -0.056919999999999991 -0.10224499999999999 -0.0069549999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 9 -4 7 -7 8 10 -3 11 12 -6 -13
right_child=1 2 4 -5 5 6 -8 -9 -10 -11 -12 13 -14 -15
leaf_value=-0.0013162338595214286 0.0005874755446756472 -0.0012086725022162634 -0.00071257459705377545 0.00042712289621830442 -0.00026821325822459812 0.0013717220467133846 0.00017681889063954153 0.00057468143599769895 -0.00086680329575421124 -0.00023306207993323104 0.00045498524265693706 -0.00025451351053896808 0.0006305069589138978 -0.00062749638195319407
leaf_weight=0.0010448146536056148 0.0019160013115736762 0.0012880578572645116 0.0010793312554439024 0.0011531238292060431 0.0013767733566834028 0.0010139669868638179 0.0017098669901177725 0.0015522500007252105 0.001174553189341232 0.0010181180426563708 0.0017305830574422532 0.0010111169653104317 0.0013782367967479772 0.0010452825198959022
leaf_count=491 357 486 98 206 56 112 315 151 45 125 108 287 218 66
internal_value=0 5.39872e-05 -7.84502e-06 -0.000376261 8.96508e-05 0.000161851 0.00062163 2.67346e-05 -8.34897e-05 -0.000777965 5.71469e-05 -8.59488e-05 0.000181386 -0.000444103
internal_weight=0 0.0184473 0.0165313 0.0034593 0.013072 0.0119926 0.00272383 0.0092688 0.00771655 0.00230618 0.00654199 0.00481141 0.00275501 0.0020564
internal_count=3121 2630 2273 817 1456 1358 427 931 780 611 735 627 274 353
is_linear=0
shrinkage=0.00192234


Tree=2820
num_leaves=11
num_cat=0
split_feature=42 43 131 16 13 13 0 16 16 4
split_gain=4.39285e-05 9.12319e-05 8.94974e-05 7.84529e-05 8.16225e-05 0.00010847 0.000106803 0.000299134 0.000116895 0.000166767
threshold=-0.11051499999999999 -0.17390999999999998 0.08844500000000001 0.22339500000000004 -0.117405 -0.084869999999999987 -0.10224499999999999 -0.056919999999999991 -0.032969999999999992 0.033845000000000007
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 -3 -6 8 -8 9 -7
right_child=1 2 -4 -5 5 6 7 -9 -10 -11
leaf_value=-0.0033593502517178749 0.0040756265351918532 0.0040034175089785247 -0.0047155739791133614 -0.0036041710708518745 -0.0046919859852685786 0.0017666873087797495 0.0075377872089135252 -0.0025048370047171362 0.0035507695621923917 -0.0068201821218805215
leaf_weight=0.0010007478520246251 0.0014879985705803589 0.0016917525404412182 0.0011106897294634053 0.0012995018405106114 0.0011417831913684909 0.0010864428640662283 0.0017700539937899966 0.0014836518941394369 0.0010094933431951431 0.0014197782981643578
leaf_count=181 138 207 431 305 528 52 609 460 87 123
internal_value=0 0.000222621 -0.000254628 0.000199832 0.000714601 1.13118e-05 0.000804607 0.00295847 -0.00118874 -0.00309779
internal_weight=0 0.0135011 0.0120131 0.0109025 0.00960296 0.0079112 0.00676942 0.00325371 0.00351571 0.00250622
internal_count=3121 2940 2802 2371 2066 1859 1331 1069 262 175
is_linear=0
shrinkage=0.0164962


Tree=2821
num_leaves=10
num_cat=0
split_feature=1 52 3 0 4 3 12 42 13
split_gain=5.10004e-05 0.000116867 0.000158238 0.000149524 0.000151904 9.84827e-05 8.33351e-05 5.29056e-05 6.03419e-05
threshold=0.10752500000000002 0.11434500000000002 0.090900000000000009 -0.084269999999999984 0.053180000000000012 0.11296500000000002 0.091200000000000017 0.086325000000000013 -0.0034749999999999994
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 6 -2 8 -5
right_child=5 -3 -4 7 -6 -7 -8 -9 -10
leaf_value=-0.0085240758163974504 0.0071153643166217209 -0.0057950157427825201 0.0046940852269837796 0.0061527074259279235 4.9934727146361034e-05 -0.0017125370009608131 0.00069306944322025232 -0.0017084559767808847 -2.5534858242257274e-05
leaf_weight=0.0015282756539153437 0.0013438549314552439 0.0013822596788716944 0.0019339845752437412 0.001060473446192227 0.0013370255113733104 0.0018848688174898549 0.0014493192253962062 0.0013457742525090034 0.0011236818118577035
leaf_count=783 231 390 129 267 179 193 166 418 365
internal_value=0 -0.000792404 3.77957e-05 -0.00137031 -0.00452322 0.00156873 0.00378297 0.00118895 0.00297419
internal_weight=0 0.00971147 0.00832922 0.00639523 0.0028653 0.00467804 0.00279317 0.00352993 0.00218416
internal_count=3121 2531 2141 2012 962 590 397 1050 632
is_linear=0
shrinkage=0.0185774


Tree=2822
num_leaves=15
num_cat=0
split_feature=128 124 48 40 4 15 13 15 1 133 42 4 4 2
split_gain=0.000125436 0.000115227 0.000140742 0.000241452 0.000264413 0.000241957 0.000320543 0.000213833 0.000139396 0.000164176 0.00020045 0.000134904 0.000131816 8.34473e-05
threshold=1.0000000180025095e-35 -0.043384999999999993 0.12737000000000001 -0.063404999999999989 0.0061450000000000003 -0.095869999999999983 -0.063184999999999977 -0.15914499999999995 0.088485000000000022 1.0000000180025095e-35 0.08623500000000002 -0.034939999999999992 0.098655000000000007 0.091055000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 8 7 -7 -6 9 10 13 -10 -8 -5
right_child=-2 2 -4 4 5 6 12 -9 11 -11 -12 -13 -14 -15
leaf_value=0.00055502987456446085 -0.00063262611632255192 -0.00081756363213249543 -0.00061719525765364198 -0.00048196184094455714 0.00043064298507898791 -1.991309703843373e-05 0.0015043136589903887 -0.0005168646883631124 -0.00097572641413037203 -0.00047748188718989737 0.0008063400192986264 -6.3661385031049726e-05 0.00062203681206389797 0.00019208330459555257
leaf_weight=0.001235876338893732 0.0010170085837963366 0.0010321705827228316 0.0011948281805949637 0.0010084037141615178 0.0016513884240159094 0.0013684206447758928 0.001193306325340324 0.0014838448868594589 0.0011045445487359411 0.0015859242971239373 0.001261067144269639 0.001026873901490033 0.0010399058870207527 0.0014979779357377834
leaf_count=244 231 83 80 365 194 172 75 85 317 661 253 153 64 144
internal_value=0 2.15888e-05 -1.84915e-05 2.84048e-05 8.98029e-05 0.000350152 0.000670451 -1.77939e-05 -0.000144531 1.14551e-05 0.000217275 -0.000536312 0.00109348 -7.91083e-05
internal_weight=0 0.0176845 0.0164487 0.0152538 0.0142217 0.00673687 0.00360163 0.00313523 0.00748479 0.00535337 0.00376745 0.00213142 0.00223321 0.00250638
internal_count=3121 2890 2646 2566 2483 590 311 279 1893 1423 762 470 139 509
is_linear=0
shrinkage=0.00181146


Tree=2823
num_leaves=16
num_cat=0
split_feature=1213 403 15 124 42 43 4 16 457 2 1 42 13 48 1
split_gain=0.000474246 0.000167938 0.000171122 0.000143214 0.000275547 0.000193353 0.000185632 0.000238249 0.000235278 0.000320769 0.000238927 0.000185944 0.000161726 0.000152445 8.29343e-05
threshold=-1.0000000180025095e-35 0.03138500000000001 0.085935000000000025 1.0000000180025095e-35 -1.0000000180025095e-35 -0.15582499999999996 -0.033174999999999989 -0.042349999999999992 -0.0029299999999999994 0.11215000000000001 0.094385000000000011 0.082810000000000009 -0.085584999999999981 0.10358500000000001 0.087135000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 4 -2 -6 7 -7 -8 10 14 -12 -9 -11 -10
right_child=1 2 -4 -5 5 6 8 12 9 13 11 -13 -14 -15 -16
leaf_value=-0.0011099950512174603 -0.00067983464549267009 1.3470812527791789e-05 0.00097090772176764307 0.0005846249632338931 0.00065903136041524618 0.00029398529286659938 -0.00061678229178115899 -0.00020057297165352705 0.00037103484289173949 4.8917210034245637e-05 0.0012573116872919945 0.00033434663589383006 -0.0010132855730205375 -0.00078704833323178531 -0.00017993703222695398
leaf_weight=0.0010106777757035472 0.0016669044422650556 0.001005555616364554 0.0010044721432029835 0.0010211249992240238 0.0011884681999986242 0.0011239782309247458 0.0010898019788027286 0.0013142801576647711 0.0015670644589041343 0.0014169614025584098 0.0012212208517593454 0.0011324502435557245 0.0013222130611261025 0.0010027743598731795 0.0013857291459668242
leaf_count=491 500 159 51 73 76 199 212 61 365 187 126 96 389 48 88
internal_value=0 4.42465e-05 0.000491931 -1.04463e-05 -4.98222e-05 2.6471e-05 -3.33055e-05 -0.00033851 9.68794e-05 0.000197543 0.000423291 0.000813234 -0.000608152 -0.000297519 0.000112467
internal_weight=0 0.018463 0.00201003 0.016453 0.0154318 0.0137649 0.0125765 0.00376047 0.008816 0.0077262 0.00530646 0.00235367 0.00263649 0.00241974 0.00295279
internal_count=3121 2630 210 2420 2347 1847 1771 649 1122 910 675 222 450 235 453
is_linear=0
shrinkage=0.0016407


Tree=2824
num_leaves=15
num_cat=0
split_feature=1213 133 123 16 52 13 14 48 1 3 0 4 16 0
split_gain=0.00050212 0.000138228 0.000172453 0.000151759 0.000139524 0.000149412 0.000153115 0.000194805 0.000255032 0.000155886 0.000220742 0.000110669 0.000133162 0.000108471
threshold=-1.0000000180025095e-35 -0.085499999999999979 1.0000000180025095e-35 0.41553500000000004 -0.089199999999999988 0.18141000000000002 -0.10708499999999999 0.11951500000000001 0.10060500000000001 -0.12018999999999998 -0.036484999999999997 -0.0016099999999999997 -0.094359999999999986 -0.13843999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 -3 6 -6 8 9 -8 11 -11 -13 -10
right_child=1 2 -4 -5 5 -7 7 -9 13 10 -12 12 -14 -15
leaf_value=-0.0012172597285090552 0.00050846210804813196 -0.00059704076851726086 0.0006339756421147656 0.00052341809449270055 -0.0006192010824475322 -0.0006653711410951347 0.00056736194002223524 -0.0006518759406509856 0.0010358683958857744 0.00037019228977568742 -0.00086082116038454191 -0.00064753005467738198 0.00016451620944800757 0.00027540811145382581
leaf_weight=0.0010353351405512903 0.001892559346003699 0.0016095560720741911 0.0012565892983363103 0.0013260843424726726 0.0010671584552135781 0.0011001920463536976 0.0012225338661682765 0.0010098471239279325 0.0012336796246434911 0.001862081442280982 0.0010625899436302938 0.0011506378808493721 0.0014265403877798664 0.0011366437870999318
leaf_count=491 357 360 243 186 70 85 80 48 92 687 42 129 126 125
internal_value=0 5.39196e-05 1.66973e-06 -5.05773e-05 -0.000105411 -4.09294e-05 2.05657e-05 8.81325e-05 0.000170301 -6.26617e-06 -0.000133729 4.03096e-05 -0.00019804 0.000671204
internal_weight=0 0.0183567 0.0164641 0.0152075 0.0138815 0.0122719 0.0111717 0.0101046 0.00909471 0.00672438 0.00550185 0.00443926 0.00257718 0.00237032
internal_count=3121 2630 2273 2030 1844 1484 1399 1329 1281 1064 984 942 255 217
is_linear=0
shrinkage=0.00177594


Tree=2825
num_leaves=12
num_cat=0
split_feature=123 133 16 42 51 42 42 1 16 160 13
split_gain=4.41819e-05 7.42214e-05 9.24902e-05 9.5096e-05 8.83103e-05 0.000102169 0.000158777 8.26854e-05 0.000144004 6.53007e-05 7.716e-05
threshold=1.0000000180025095e-35 -0.085499999999999979 0.41553500000000004 -1.0000000180025095e-35 -0.071649999999999978 0.092145000000000019 0.087825000000000014 0.10439500000000002 -0.27167499999999994 1.0000000180025095e-35 -0.036034999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 -5 6 7 9 -9 10 -6
right_child=-2 2 -4 4 5 -7 -8 8 -10 -11 -12
leaf_value=0.003715690624582239 0.0039862254890392062 -0.0066041551220870067 0.0048669617746307558 -0.0064028165773560531 -0.0040031087756821192 -0.0054533681494664098 0.0082428658958868545 -0.0029390436250357286 0.0070636830391836896 -0.0058058482522463104 0.0028273104989500835
leaf_weight=0.0016088615998285068 0.0010282247158090547 0.0012697954358986121 0.0010318920933221386 0.0010003469708212255 0.0012445589971932223 0.001230466576765594 0.0010028820314456829 0.0010469615783352815 0.0013104104996628924 0.0013111961781365703 0.0014454867613211135
leaf_count=467 265 544 196 257 263 401 246 102 114 169 97
internal_value=0 -0.000337923 -0.000886242 -0.00143279 -0.000748226 -8.98721e-05 0.000806631 -0.000366214 0.00262125 -0.00212631 -0.000332807
internal_weight=0 0.0135029 0.011894 0.0108621 0.00959231 0.00859196 0.0073615 0.00635861 0.00235737 0.00400124 0.00269005
internal_count=3121 2856 2389 2193 1649 1392 991 745 216 529 360
is_linear=0
shrinkage=0.0201088


Tree=2826
num_leaves=12
num_cat=0
split_feature=11 3 3 43 15 13 0 52 4 4 12
split_gain=4.07459e-05 5.89082e-05 6.77694e-05 6.7187e-05 0.000103579 6.69641e-05 0.000167551 0.000110812 0.000106134 6.26758e-05 4.77718e-05
threshold=0.081790000000000015 -0.10519499999999998 -0.078934999999999991 -0.067199999999999996 -0.053579999999999996 -0.095304999999999987 -0.10011499999999998 -0.066844999999999988 0.181285 -0.036839999999999991 0.09141500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 10 -3 4 -4 9 7 -7 -9 -5 -1
right_child=-2 2 3 5 -6 6 -8 8 -10 -11 -12
leaf_value=0.00045638976435611613 -0.003298097637268392 -0.003272707891943347 0.0070959484963625391 0.0047925889450602388 -0.00066777662707493432 -0.0037187747680392015 -0.0073734626492881301 0.0059414048532463026 -0.0016066043933533948 -0.0011443330581134851 0.0055545902087481697
leaf_weight=0.0012195402481981138 0.0010785364771076509 0.0019245986736377728 0.0010186897812979562 0.0011840729061702859 0.001090229924473073 0.0013763543161674496 0.001177301623625661 0.0012732441809177901 0.0010349578316271035 0.0010095608927192714 0.0010466771875561609
leaf_count=150 175 1329 307 43 159 63 457 89 84 172 93
internal_value=0 0.000239216 -0.000286379 0.000340774 0.0030824 -0.000478712 -0.00162429 0.000212709 0.00255701 0.00206028 0.00281105
internal_weight=0 0.0133552 0.011089 0.00916441 0.00210892 0.00705549 0.00486186 0.00368456 0.0023082 0.00219363 0.00226622
internal_count=3121 2946 2703 1374 466 908 693 236 173 215 243
is_linear=0
shrinkage=0.0175059


Tree=2827
num_leaves=11
num_cat=0
split_feature=15 15 151 12 15 4 403 52 160 15
split_gain=4.28038e-05 0.000112463 7.23393e-05 8.11087e-05 0.000196069 0.000145685 9.81371e-05 0.000140542 8.98007e-05 9.32554e-05
threshold=-0.24436499999999997 -0.11713499999999999 -0.086379999999999985 0.088305000000000008 0.024640000000000006 0.16173500000000005 0.03138500000000001 -0.04127999999999999 1.0000000180025095e-35 -0.016799999999999995
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 8 6 7 -5 9 -4
right_child=1 2 3 5 -6 -7 -8 -9 -10 -11
leaf_value=0.0029524322571336786 -0.0049484637635688116 0.0043575587635631425 -0.0010770343040210498 0.0030942323227005522 -0.0071114156158243657 0.0067366783945184555 0.0041609259414393373 -0.0045476155263567087 -0.0034350120905956606 0.0041791365241884903
leaf_weight=0.0011638116934670961 0.0012258412548802758 0.0010006599333893156 0.0018629548776482171 0.001000086050895722 0.0012559382625119339 0.0010448230500111622 0.0010257937567891753 0.0016986093163799672 0.0013915149998615034 0.0016782153596835081
leaf_count=253 231 206 295 295 521 64 167 711 175 203
internal_value=0 -0.00028315 0.000195078 -0.000185033 -0.00140651 0.00139994 -9.71601e-05 -0.00171569 4.60508e-05 0.00141395
internal_weight=0 0.0131844 0.0119586 0.0109579 0.00618862 0.00476931 0.00372449 0.0026987 0.00493269 0.00354117
internal_count=3121 2868 2637 2431 1194 1237 1173 1006 673 498
is_linear=0
shrinkage=0.0161728


Tree=2828
num_leaves=14
num_cat=0
split_feature=0 1 52 0 15 2 15 3 12 15 47 51 1
split_gain=0.000119183 0.000164296 0.0001709 0.00024816 0.00015611 0.000105759 0.000105191 0.000171695 0.00020996 0.000184858 0.000214098 0.000172177 6.56507e-05
threshold=0.18019500000000002 0.077565000000000009 0.10160000000000001 -0.059114999999999994 0.088235000000000022 0.13404500000000005 0.035560000000000008 -0.10519499999999998 0.051320000000000005 -0.016799999999999995 0.096175000000000024 0.086685000000000012 0.094385000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 6 7 -3 9 10 11 12 -9
right_child=-2 5 -4 -5 -6 -7 -8 8 -10 -11 -12 -13 -14
leaf_value=-0.00095232414532963369 0.00058769393258655748 0.0005950797740229629 -0.00095775012250230544 0.00042708242856933244 -6.3306606860435283e-05 0.00057297149804822942 -0.00038008024697630771 0.00013928011482552713 -0.00067257959558788671 0.00076145753538071708 -0.00071006421671645018 -0.00038165016767555929 0.00073676803808402536
leaf_weight=0.0012492012482288699 0.0010241419316829653 0.001783443942272451 0.0010832064426138724 0.0015383473699259733 0.0013470433378763719 0.0012189418511366389 0.001875851203158062 0.0011416570811242385 0.0013649178717006494 0.0011674426816810331 0.0011863847594475452 0.0012102091673679427 0.0012800403334943357
leaf_count=968 36 196 339 111 194 192 383 46 236 101 68 68 183
internal_value=0 -4.8139e-05 -0.000317253 -0.000149451 -0.000491064 6.6686e-05 1.06337e-05 9.08739e-05 -3.14585e-05 0.000114735 -4.19615e-05 0.000176278 0.000455095
internal_weight=0 0.0174467 0.0052178 0.00413459 0.00259624 0.0122289 0.0110099 0.0091341 0.00735065 0.00598573 0.00481829 0.00363191 0.0024217
internal_count=3121 3085 1612 1273 1162 1473 1281 898 702 466 365 297 229
is_linear=0
shrinkage=0.00181146


Tree=2829
num_leaves=11
num_cat=0
split_feature=484 4 16 160 13 43 133 51 0 4
split_gain=4.23468e-05 6.97429e-05 5.36357e-05 8.78175e-05 0.000120089 0.000194469 7.47341e-05 0.000125743 0.000158355 0.00013163
threshold=-1.0000000180025095e-35 0.27044500000000005 -0.014034999999999997 -0.081639999999999976 -0.074044999999999986 -0.17390999999999998 0.083950000000000011 0.081440000000000026 -0.11756999999999999 0.053180000000000012
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 6 -4 -5 -6 7 8 -2 -10
right_child=1 -3 3 4 5 -7 -8 -9 9 -11
leaf_value=-0.0030787465342684054 -0.0087646731236484532 0.0031717408308511975 0.0050993797732284815 0.0035349976287743388 0.0029094678924849928 -0.0057606237724363201 0.0022573770851025596 0.0016308645810817668 -0.004940355301732197 0.0025263367526025672
leaf_weight=0.0010542729917241951 0.0010889576030237453 0.0017502149017727875 0.0010356668723700835 0.0014952077822299285 0.0011300937474307826 0.0015321778064109667 0.0012547131354769779 0.0015881404537051516 0.0012762730448512925 0.0011096108499369095
leaf_count=515 76 346 218 213 67 383 401 222 599 81
internal_value=0 0.000222891 -0.00022548 0.000968293 -6.07994e-05 -0.0020803 -0.00120676 -0.00206525 -0.00375452 -0.0014678
internal_weight=0 0.0132611 0.0115108 0.00519315 0.00415748 0.00266227 0.0063177 0.00506298 0.00347484 0.00238588
internal_count=3121 2606 2260 881 663 450 1379 978 756 680
is_linear=0
shrinkage=0.0158556


Tree=2830
num_leaves=11
num_cat=0
split_feature=1 0 15 2 0 3 42 16 1 4
split_gain=4.40388e-05 9.72051e-05 0.000117014 6.48234e-05 9.48935e-05 6.75303e-05 8.64132e-05 0.000119931 8.12151e-05 5.19968e-05
threshold=0.077565000000000009 -0.059114999999999994 0.088235000000000022 0.11474000000000002 -0.14920999999999998 0.097915000000000016 0.088915000000000008 -0.010699999999999999 0.092695000000000013 -0.49013999999999996
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 5 -5 6 7 8 -2 -3
right_child=3 9 -4 4 -6 -7 -8 -9 -10 -11
leaf_value=-0.009609312297187686 0.0031721032038129903 -0.0023028158079958024 -0.00042436752273795019 -0.0004012776426357865 0.0082775746677207062 -0.00347770759772471 -0.0037095915648176683 0.0078686360465486764 -0.0032265111683147441 0.0036255263938987595
leaf_weight=0.0010331162672438735 0.0018012860798252771 0.0010262013224926481 0.001226952665448082 0.001017743293652177 0.0010199767693018962 0.0018152625948332467 0.0012390944105212702 0.0011545072918122496 0.0014460409136388473 0.0014345666042007146
leaf_count=1104 226 36 356 82 241 144 341 278 173 140
internal_value=0 -0.00161207 -0.00462296 0.000764453 0.0039429 -0.000104194 0.00098141 0.0023019 0.000322788 0.00115326
internal_weight=0 0.00472084 0.00226007 0.00949391 0.00203772 0.00745619 0.00564093 0.00440183 0.00324733 0.00246077
internal_count=3121 1636 1460 1485 323 1162 1018 677 399 176
is_linear=0
shrinkage=0.0201088


Tree=2831
num_leaves=14
num_cat=0
split_feature=1213 11 0 403 1 52 3 49 52 12 13 3 1
split_gain=0.000480521 0.000179256 0.000186115 0.000365633 0.000228996 0.000327018 0.000225383 0.000184327 0.000460599 0.000195744 0.000139374 0.000126887 0.000131865
threshold=-1.0000000180025095e-35 0.088215000000000002 0.18019500000000002 0.03138500000000001 0.10557500000000002 0.10160000000000001 0.090900000000000009 -0.080859999999999987 -0.0027449999999999996 0.085885000000000017 -0.073839999999999975 0.11296500000000002 0.13021500000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 6 7 -2 -9 -10 -6 12 -12
right_child=1 -3 -4 -5 10 -7 -8 8 9 -11 11 -13 -14
leaf_value=-0.0012494173474457842 0.00040273053920886448 -0.00069984959593083127 0.00084085914029232778 0.00085461597897532027 0.00067957027218127275 -0.0009546061267779861 0.00048977830275927399 -0.0013792658666119853 0.0003467694499588134 -0.00066991200012687881 -9.2631620892999078e-06 -0.00030820278476258151 0.00082294482931794292
leaf_weight=0.0010584952187089351 0.001170273944641558 0.0010596605509212145 0.0011227951484675735 0.0017967084292464302 0.001756754807258511 0.0018053677618145719 0.0019497941396182661 0.0012915962539823741 0.0018347031686529762 0.0010619664498060111 0.0017415435575560963 0.0019704854658257887 0.0011056119110826354
leaf_count=491 104 112 29 195 236 368 109 628 129 411 166 70 73
internal_value=0 5.41233e-05 9.70603e-05 4.92969e-05 -4.29337e-05 -0.000236326 -5.889e-05 -0.000258532 -0.0004433 -2.59626e-05 0.000225154 5.94516e-05 0.000313901
internal_weight=0 0.0196673 0.0186076 0.0174848 0.0156881 0.0091137 0.00730833 0.00535854 0.00418827 0.00289667 0.0065744 0.00481764 0.00284716
internal_count=3121 2630 2518 2489 2294 1749 1381 1272 1168 540 545 309 239
is_linear=0
shrinkage=0.00188464


Tree=2832
num_leaves=15
num_cat=0
split_feature=1213 403 0 4 157 160 12 457 160 2 2 3 1 16
split_gain=0.000457308 0.000149979 0.00015558 0.000145713 0.000234753 0.000165251 0.000270882 0.000150678 0.000163673 0.000235252 0.000376558 0.000195416 0.00013389 8.43065e-05
threshold=-1.0000000180025095e-35 0.03138500000000001 0.15398500000000004 -0.064804999999999988 -0.062424999999999994 -1.0000000180025095e-35 0.085955000000000018 -0.0029299999999999994 -1.0000000180025095e-35 0.11411 0.089775000000000008 -0.074084999999999998 0.086455000000000018 -0.056919999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 5 -5 -2 -7 -6 -9 10 11 -10 -12 -13
right_child=1 -3 -4 4 7 6 -8 8 9 -11 12 13 -14 -15
leaf_value=-0.0012342191888718515 -0.0010279120164364964 0.00052846027818469676 0.0006081713250622896 0.00087709718274291268 -0.00069135201143647861 0.00056255221273512218 -0.00073866531477825707 -0.00059471256637451094 0.00042363865978630811 -0.00046546204888296526 0.00036614216166100822 -4.3395037779968953e-05 0.001254149450047004 -0.00076700770023389051
leaf_weight=0.0010116174935137215 0.0010285724459339765 0.0019354986813073507 0.0012541609829355349 0.0010131906818553376 0.0011308050435651857 0.0010256969023492955 0.0011683083604424639 0.0012635062528665942 0.0016046710669488469 0.0018064506923805247 0.0010178799026753921 0.0010452660480773394 0.0013464232265139597 0.0011593446446238843
leaf_count=491 177 210 45 345 152 140 435 346 134 229 159 97 92 69
internal_value=0 4.28916e-05 -1.63495e-05 -6.99596e-05 2.82014e-05 -0.000416829 -0.000130346 -5.47043e-05 2.31797e-05 0.000121013 0.000292621 -6.68853e-05 0.000871845 -0.000423923
internal_weight=0 0.0177998 0.0158643 0.0146101 0.0113875 0.00322258 0.00219401 0.0103743 0.00924354 0.00798004 0.00617358 0.00380928 0.0023643 0.00220461
internal_count=3121 2630 2420 2375 1623 752 575 1278 1126 780 551 300 251 166
is_linear=0
shrinkage=0.00184769


Tree=2833
num_leaves=12
num_cat=0
split_feature=41 2 52 52 4 4 15 15 42 49 15
split_gain=4.39098e-05 6.087e-05 7.60868e-05 0.000101627 0.00011721 0.000169178 7.32996e-05 0.000175017 0.000150705 0.00013122 0.000272589
threshold=1.0000000180025095e-35 -1.0000000180025095e-35 0.19022000000000003 0.10347000000000002 -0.35136499999999998 -0.083854999999999985 -0.016799999999999995 0.035560000000000008 0.081660000000000024 -0.043469999999999995 -0.10653
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 -6 9 -8 -9 -7 -11
right_child=-2 2 -4 -5 5 6 7 8 -10 10 -12
leaf_value=0.0043508609805090878 -0.0033835332010182882 -0.0053066149115033054 -0.004675322188912534 0.0048762174630300106 0.0070093735814867296 0.0022586160691788889 0.0076005216481780519 -0.0061097771084761554 0.0033625941730318909 0.00041683994959238591 -0.01038711851981599
leaf_weight=0.0010253760692935003 0.0011014915173759863 0.001244732307077335 0.0010165927503169971 0.001326251993350549 0.0010543300253790444 0.0015278468852187462 0.0010043313764285678 0.0010164478845586002 0.0010428164995024622 0.0017261214639575809 0.0012225564005162743
leaf_count=175 173 173 331 204 340 178 205 216 321 291 514
internal_value=0 0.000254522 -9.02714e-05 0.000327189 -0.000285987 0.000441149 -0.000477282 0.00160914 -0.00131295 -0.00190516 -0.00406261
internal_weight=0 0.0132074 0.012182 0.0111654 0.00983918 0.00859445 0.00754012 0.0030636 0.00205926 0.00447652 0.00294868
internal_count=3121 2948 2773 2442 2238 2065 1725 742 537 983 805
is_linear=0
shrinkage=0.0175059


Tree=2834
num_leaves=11
num_cat=0
split_feature=1 15 16 16 42 43 43 2 52 2
split_gain=5.69819e-05 9.29634e-05 9.35136e-05 8.10214e-05 6.91935e-05 9.61316e-05 8.8068e-05 0.000109799 7.79154e-05 7.14987e-05
threshold=0.104035 -0.016799999999999995 -0.061854999999999993 -0.44310499999999992 0.092395000000000019 0.13895500000000002 -0.078844999999999985 0.092755000000000018 0.083680000000000018 0.088225000000000012
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=4 2 3 -2 5 6 8 9 -1 -8
right_child=1 -3 -4 -5 -6 -7 7 -9 -10 -11
leaf_value=-0.0013688988949923946 -0.0011433381289102532 0.0053295664925481654 -0.0034292626964058316 0.0056207390751997089 -0.0050382736581466173 0.0047948791593117965 -0.0029487078067410898 -0.0072414023974006281 0.0052907939212186936 0.0029590281295768356
leaf_weight=0.0012639845898036878 0.0011579525066397808 0.0014825444699427121 0.001591699111034019 0.0011922502627346168 0.0011790528889050805 0.0010587878833824491 0.0018536415819587005 0.0012444941027123929 0.0010812664943304073 0.0010728855226994176
leaf_count=588 173 154 197 167 459 160 625 232 222 144
internal_value=0 0.00144169 -2.05378e-05 0.00228806 -0.000933981 -0.00029515 -0.0011222 -0.0027099 0.00170152 -0.00078289
internal_weight=0 0.00542445 0.0039419 0.0023502 0.00875411 0.00757506 0.00651627 0.00417102 0.00234525 0.00292653
internal_count=3121 691 537 340 2430 1971 1811 1001 810 769
is_linear=0
shrinkage=0.0182132


Tree=2835
num_leaves=10
num_cat=0
split_feature=1 150 3 3 0 2 403 2 12
split_gain=4.83755e-05 6.24059e-05 7.98627e-05 0.000162623 6.10365e-05 0.000171051 8.51095e-05 0.000131084 4.11636e-05
threshold=0.094385000000000011 0.080470000000000014 0.10732000000000001 -0.077774999999999983 0.15398500000000004 0.092875000000000013 0.03138500000000001 0.089775000000000008 0.081420000000000006
decision_type=2 2 2 2 2 2 2 2 2
left_child=4 2 3 -2 5 6 7 8 -1
right_child=1 -3 -4 -5 -6 -7 -8 -9 -10
leaf_value=-0.0017856679052372215 -0.0033230150170399327 0.0053175633607111536 -0.0031943888360995458 0.0059814914579034775 0.0031902899641331681 -0.0070555325140427552 0.0049488925503312492 0.0039841186187397825 -0.0073840811551180233
leaf_weight=0.0011977691223545302 0.0013355183743812488 0.0012947059906146226 0.0018023320709773354 0.0019355860688202748 0.0011743564510072746 0.0019094913240823583 0.0011969796362296314 0.0012266174487531988 0.0010256727904410083
leaf_count=124 229 227 176 311 45 620 227 200 962
internal_value=0 0.00129819 0.000272477 0.00218267 -0.001116 -0.00188731 0.000236332 -0.00139867 -0.00436821
internal_weight=0 0.00636814 0.00507344 0.0032711 0.00773089 0.00655653 0.00464704 0.00345006 0.00222344
internal_count=3121 943 716 540 2178 2133 1513 1286 1086
is_linear=0
shrinkage=0.020511


Tree=2836
num_leaves=14
num_cat=0
split_feature=403 403 124 42 160 474 43 42 49 133 1 15 4
split_gain=0.000210046 0.000128036 0.000122251 0.000139249 0.000205936 0.00027777 0.00022153 0.000141758 0.000202714 0.000101284 0.000145948 0.000197307 0.000132226
threshold=0.10301500000000001 0.08332500000000001 -0.043384999999999993 -1.0000000180025095e-35 -1.0000000180025095e-35 0.084660000000000027 -0.14968999999999996 0.092145000000000019 0.092185000000000017 0.092845000000000011 0.094465000000000007 -0.074054999999999996 -0.0029599999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 5 -5 -6 8 9 10 12 -12 -8
right_child=-2 -3 3 4 6 -7 7 -9 -10 -11 11 -13 -14
leaf_value=0.00055836738920357165 -0.00084388723364512525 0.00065905867145370678 -0.00052797006851783496 -0.0008666426581416185 0.00091168927148562622 0.00033484298945197344 0.00010934108062265824 -0.00051831993182218587 0.0009043251788162128 0.00055121819458282806 0.00079346482591937306 -0.00023489560491008347 -0.00066013477725802719
leaf_weight=0.0011814674023682735 0.0010017561467227263 0.001027132381706492 0.0018885202461895933 0.0018115268740613371 0.0011074571905500515 0.001030658248248429 0.0012903071521198199 0.0013407175971988329 0.0010100098275481854 0.0010258353915642837 0.0012023919131272931 0.0013544804830078142 0.0018634744164937136
leaf_count=245 202 112 656 566 69 177 262 329 88 55 96 167 97
internal_value=0 2.65624e-05 -1.37718e-05 -5.90614e-05 8.86474e-06 -0.000430949 0.000131481 3.63972e-05 0.000132404 1.66693e-05 -7.93546e-05 0.0002487 -0.000345319
internal_weight=0 0.017134 0.0161068 0.0149254 0.0130369 0.00284219 0.0101947 0.00908722 0.0077465 0.00673649 0.00571065 0.00255687 0.00315378
internal_count=3121 2919 2807 2562 1906 743 1163 1094 765 677 622 263 359
is_linear=0
shrinkage=0.00184769


Tree=2837
num_leaves=13
num_cat=0
split_feature=484 15 151 1 0 0 160 47 13 0 2 43
split_gain=9.05513e-05 0.000139221 0.000101766 0.000107375 0.000104943 0.000172384 0.000125797 0.000183762 0.000138731 0.000146359 0.000117737 0.000127319
threshold=-0.0068949999999999992 -0.24436499999999997 0.08357500000000001 0.13534000000000004 -0.061629999999999997 -0.083914999999999976 0.086075000000000013 0.096175000000000024 -0.095539999999999986 -0.11013499999999998 0.10097500000000002 -0.074359999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 5 6 7 8 -3 -10 11 -6
right_child=1 2 -4 -5 10 -7 -8 -9 9 -11 -12 -13
leaf_value=-0.00047602786425089688 0.00059183484327073662 -0.00029531793287652859 0.00050980171839090887 0.00048503008177396445 0.00078975999177649883 -0.00069971983502937606 -0.0005617282501220697 -0.00059016980516360092 0.00069076660954339633 -7.6829083275938201e-06 -0.0002036626977936365 -4.4860362881334594e-05
leaf_weight=0.0012097004331440833 0.0011875797168967557 0.0014615983349799142 0.0010023518979695991 0.0010055014026448825 0.0011821083550573458 0.001739339013644787 0.0014195342248293913 0.0012375149433810906 0.0018098547761520871 0.0018282757192960831 0.0017646916961657211 0.001042916202739397
leaf_count=503 232 133 94 62 81 819 120 94 143 538 213 89
internal_value=0 1.73046e-05 -2.67327e-05 -6.38443e-05 -0.000104768 -0.000204324 -9.32387e-05 1.17023e-05 0.000157754 0.000339774 0.000132188 0.000398556
internal_weight=0 0.0166813 0.0154937 0.0144913 0.0134858 0.00949612 0.00775678 0.00633724 0.00509973 0.00363813 0.00398972 0.00222502
internal_count=3121 2618 2386 2292 2230 1847 1028 908 814 681 383 170
is_linear=0
shrinkage=0.00174112


Tree=2838
num_leaves=11
num_cat=0
split_feature=42 475 43 1 42 4 48 1 52 12
split_gain=4.62828e-05 7.12628e-05 7.80859e-05 8.85417e-05 0.000147479 0.000154587 0.000119031 0.000112665 7.75599e-05 7.09941e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.14968999999999996 0.099660000000000012 0.086555000000000007 -1.0000000180025095e-35 0.11077000000000002 0.11392000000000001 1.0000000180025095e-35 0.051320000000000005
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=9 -2 -3 4 5 8 7 -5 -4 -1
right_child=1 2 3 6 -6 -7 -8 -9 -10 -11
leaf_value=0.00085569096670917678 -0.0039336156802609913 0.0053735090160174923 0.0063962393536805898 0.0081286028320874046 -0.0060545759046631738 -0.0037821342784589407 -0.002288131453059675 0.00064229361930342435 -5.968482593147353e-05 -0.0053475615034254444
leaf_weight=0.0012016452588255247 0.0011132156002893615 0.0011582872576121348 0.0013737839027231336 0.0014193197396065056 0.0014720584406236461 0.0015823446772217013 0.0012018694504307243 0.0012578052995831422 0.0011209979427029837 0.0012472146227623564
leaf_count=133 448 110 180 208 739 137 91 239 107 729
internal_value=0 0.000449829 0.000910768 0.000362503 -0.00111317 0.000670939 0.00247356 0.00461128 0.00349535 -0.00230365
internal_weight=0 0.0116997 0.0105865 0.00942818 0.00554918 0.00407713 0.00387899 0.00267713 0.00249478 0.00244886
internal_count=3121 2259 1811 1701 1163 424 538 447 287 862
is_linear=0
shrinkage=0.0182132


Tree=2839
num_leaves=10
num_cat=0
split_feature=484 4 42 47 4 4 0 2 16
split_gain=4.54139e-05 7.1028e-05 5.17916e-05 0.000125326 0.000120411 5.83522e-05 7.79707e-05 0.000112929 8.02203e-05
threshold=-1.0000000180025095e-35 0.27044500000000005 0.10194000000000002 0.11312500000000002 0.055260000000000011 0.0061450000000000003 -0.077999999999999986 0.095195000000000016 -0.088159999999999988
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 6 8 -8 -2
right_child=1 -3 -4 -5 -6 -7 7 -9 -10
leaf_value=-0.0031962190996085989 0.00081754632701508 0.0032201815348613669 -0.0036679229256841232 0.0052108673077354709 -0.0040639806594159359 0.0031964303953370822 0.0047287247755279736 -0.0012858621754924947 -0.004793505065874842
leaf_weight=0.001047715616575619 0.0011414222115454608 0.0017365783089432945 0.0010007002227873903 0.0010835517450818325 0.0018844836773323839 0.0015195539003908312 0.0014050422723678904 0.0017778521366522086 0.0014598125018366491
leaf_count=515 305 346 255 78 180 124 232 278 808
internal_value=0 0.000235224 -0.000224625 0.000110831 -0.000490612 0.000431382 -0.000295026 0.00136919 -0.00233137
internal_weight=0 0.013009 0.0112724 0.0102717 0.00918817 0.00730368 0.00578413 0.00318289 0.00260123
internal_count=3121 2606 2260 2005 1927 1747 1623 510 1113
is_linear=0
shrinkage=0.0158556


Tree=2840
num_leaves=15
num_cat=0
split_feature=11 484 3 4 133 133 0 47 13 47 160 42 15 2
split_gain=0.000127716 0.000105937 0.000121373 0.000166824 9.65705e-05 0.000187607 0.000129122 0.000165639 0.000201841 0.0001526 0.000174603 0.000149461 0.000111382 0.000129042
threshold=0.087830000000000005 -0.0068949999999999992 -0.10519499999999998 -0.040589999999999994 0.083950000000000011 0.10622000000000002 -0.10011499999999998 0.13082500000000002 -0.093839999999999993 0.096300000000000011 0.086075000000000013 0.088380000000000014 -0.10469999999999999 0.08622500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 6 -6 9 8 -8 10 12 -10 -4 -14
right_child=-2 2 4 -5 5 -7 7 -9 11 -11 -12 -13 13 -15
leaf_value=-0.00052910853825155512 -0.00062771905038470357 6.7209274317184622e-05 -7.3535395440979352e-05 0.00095021689022387447 0.00062780309398622247 -0.00032684355536957016 0.00013745495680780198 0.00029442172717981821 -0.0012522418303177582 -0.00056296109693616499 -0.00041196485326071871 -0.00035469658062186362 0.0010778781123357082 0.0002662985933278442
leaf_weight=0.0010654979701848052 0.0010405778506050725 0.0019532739462932991 0.0011683127373189536 0.0010310114991801999 0.0017299545455437713 0.0010393358824015396 0.0010106833955766371 0.0010104986053818266 0.0011934028202141415 0.001005664756126734 0.0011403953839342895 0.0011481125525993879 0.0010220640937557129 0.0015626332711204949
leaf_count=491 121 143 83 105 400 326 113 28 721 56 66 294 32 142
internal_value=0 1.31297e-05 4.92048e-05 0.000372271 -2.47817e-05 0.000269517 -0.000104203 -0.000335853 -0.000525845 6.7116e-05 0.000196606 -0.000812149 0.000381527 0.000587221
internal_weight=0 0.0170808 0.0160153 0.00298429 0.0130311 0.00276929 0.0102618 0.0043627 0.0033522 0.00589907 0.00489341 0.00234152 0.00375301 0.0025847
internal_count=3121 3000 2509 248 2261 726 1535 1156 1128 379 323 1015 257 174
is_linear=0
shrinkage=0.00177594


Tree=2841
num_leaves=10
num_cat=0
split_feature=11 48 0 151 2 13 52 16 15
split_gain=4.25153e-05 5.41514e-05 0.00017819 0.000103771 0.00011831 9.30869e-05 0.000144468 0.000106009 6.21392e-05
threshold=0.081790000000000015 0.016865000000000002 -0.20211999999999997 -0.00099499999999999979 0.10882500000000002 0.021350000000000004 0.090245000000000006 -0.056919999999999991 0.088235000000000022
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 3 -3 -1 5 6 7 8 -5
right_child=-2 2 -4 4 -6 -7 -8 -9 -10
leaf_value=-0.0053110302142338663 -0.0031377536752333914 -0.0019172899469859579 0.0051689342827433418 0.0013844574612987886 0.0043144329361631617 -0.0041266043459942219 -0.0044841570788618623 -0.0014930454717927036 0.0065931481053483863
leaf_weight=0.0010148546568516425 0.0010593768578024401 0.0017336212917506977 0.0019977090269082719 0.0012079922895948331 0.0014783048098602619 0.0016129827761248456 0.0012407300281978614 0.0015194984233083851 0.0011884430576196703
leaf_count=314 175 82 498 469 339 203 411 423 207
internal_value=0 0.000231631 0.00187659 -0.000431007 0.000169447 -0.000735704 0.000324956 0.00184868 0.00396756
internal_weight=0 0.0129941 0.00373133 0.00926281 0.00824795 0.00676965 0.00515666 0.00391593 0.00239644
internal_count=3121 2946 580 2366 2052 1713 1510 1099 676
is_linear=0
shrinkage=0.0161728


Tree=2842
num_leaves=11
num_cat=0
split_feature=133 13 159 15 151 150 2 43 12 0
split_gain=4.56312e-05 8.7697e-05 5.9754e-05 8.26575e-05 9.37551e-05 0.000116325 0.000120752 0.000103109 0.000154705 9.20206e-05
threshold=0.10622000000000002 -0.23438999999999996 0.089465000000000017 -0.11713499999999999 -0.077429999999999985 0.087380000000000013 0.10402500000000002 -0.074359999999999996 0.090455000000000021 -0.10011499999999998
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 -5 6 7 8 -6 -9
right_child=-2 2 -4 4 5 -7 -8 9 -10 -11
leaf_value=0.004998719606691477 -0.0040301150980120272 -0.0038246173371690828 -0.0048713353096445219 0.0058236800232562827 0.00017646039968244917 -0.0053401026401010783 -0.0041619372456659486 0.0036373161306811129 0.010447046583856505 -0.0036271629838896002
leaf_weight=0.0013755285075203053 0.0010241293447676861 0.0016916551115630082 0.0010006311563109825 0.0012990928962862639 0.0010674622781373963 0.0012746856446513759 0.0013003911510169885 0.0013459813242453799 0.001223188288774095 0.001365016624419542
leaf_count=157 435 297 306 305 280 117 289 108 153 674
internal_value=0 0.00029278 -0.00026679 0.000169214 0.000930404 9.14106e-05 0.00119002 0.00258149 0.00566087 -2.04272e-05
internal_weight=0 0.0129436 0.0115681 0.0105675 0.00887582 0.00757673 0.00630204 0.00500165 0.00229065 0.002711
internal_count=3121 2686 2529 2223 1926 1621 1504 1215 433 782
is_linear=0
shrinkage=0.0197145


Tree=2843
num_leaves=10
num_cat=0
split_feature=43 42 2 4 15 48 16 4 0
split_gain=4.24626e-05 0.000101502 7.08727e-05 9.68076e-05 0.000123761 6.14182e-05 0.000106028 9.4711e-05 5.62151e-05
threshold=-0.40263499999999991 -0.091214999999999977 0.099185000000000009 -0.077834999999999988 -0.0063699999999999989 0.12230500000000001 0.15891500000000003 0.23246000000000003 -0.10224499999999999
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 8 6 7 -4 -5
right_child=1 2 5 4 -6 -7 -8 -9 -10
leaf_value=-0.0043064500642877685 0.0062463930682019895 -0.0066906555703594058 0.0091216692261497402 -0.0051849103044166673 0.0043912068700553506 -0.0031961784164499327 -0.0029859995022750089 0.0013180781159952463 0.00051156913930818599
leaf_weight=0.0010161426270444722 0.0012357634266236305 0.0014870976285107241 0.0013794819795859797 0.0019576149055220799 0.001710969670562325 0.0010043527428706955 0.0010903966860000558 0.0015817766225957436 0.00141329943193371
leaf_count=122 274 643 298 170 355 90 217 229 723
internal_value=0 0.000315506 -0.000314962 -0.00180599 -0.0003766 0.00162224 0.00281667 0.00495333 -0.00279659
internal_weight=0 0.0128608 0.011625 0.00656898 0.00508188 0.00505601 0.00405166 0.00296126 0.00337091
internal_count=3121 2999 2725 1891 1248 834 744 527 893
is_linear=0
shrinkage=0.0217664


Tree=2844
num_leaves=15
num_cat=0
split_feature=50 48 4 403 15 48 52 2 4 151 16 4 15 47
split_gain=0.000118197 0.000130768 0.00017816 0.000164742 0.000148475 0.000210058 0.000196705 0.000169674 0.000153428 0.000137667 0.000118514 8.68336e-05 7.25888e-05 6.95686e-05
threshold=0.10124500000000002 0.11951500000000001 0.40473500000000007 -1.0000000180025095e-35 -0.11713499999999999 0.092475000000000016 -0.088204999999999992 0.095195000000000016 0.0061450000000000003 -0.0067699999999999991 -0.054549999999999994 -0.0029599999999999995 0.084050000000000014 0.092165000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -5 6 8 9 -6 -8 -9 12 -11 -13
right_child=-2 -3 -4 4 5 -7 7 10 -10 11 -12 13 -14 -15
leaf_value=-0.00074325081680801368 -0.00064275721774099026 -0.00061104051679748402 0.0007308695707880275 -0.00061595655206852042 -0.00096629378072111277 0.00094624019304798861 0.00094216682089756545 -0.00060291861874344909 6.768536860986278e-05 0.00084770574579828774 0.00013641880346682616 -0.00041447618077648741 0.00016289282918870336 0.00027447255715605366
leaf_weight=0.0010080227484236077 0.0010431212880339579 0.0011176690497070032 0.001373344784592989 0.0010923902981159724 0.0011256869002263239 0.0010488638245859097 0.0012252586082819976 0.0013926956591235884 0.0010027054774107806 0.0010496506879538324 0.0018864846020321263 0.001056615573807713 0.0012569170315934065 0.0011112635409189497
leaf_count=687 375 75 253 151 377 108 138 129 83 132 152 127 291 43
internal_value=0 2.41822e-05 6.96059e-05 5.90588e-06 6.29059e-05 0.000123911 4.62579e-05 0.000170809 -0.000479177 0.000371248 -0.000177584 0.000214911 0.000474531 -6.13183e-05
internal_weight=0 0.0167476 0.0156299 0.0142566 0.0132485 0.0121561 0.0111073 0.00897889 0.00212839 0.00569971 0.00327918 0.00447445 0.00230657 0.00216788
internal_count=3121 2746 2671 2418 1731 1580 1472 1012 460 731 281 593 423 170
is_linear=0
shrinkage=0.00192234


Tree=2845
num_leaves=14
num_cat=0
split_feature=50 15 48 48 52 133 13 13 16 0 2 151 4
split_gain=0.000105179 0.000133581 0.000125191 0.00012856 0.000130556 0.000146867 0.000177115 0.000183782 0.000239462 0.000143527 9.07016e-05 0.000118409 0.000128222
threshold=0.10124500000000002 -0.24436499999999997 0.11951500000000001 0.092475000000000016 -0.11592499999999999 0.10622000000000002 -0.094514999999999988 -0.033284999999999988 0.0065250000000000004 -0.084269999999999984 0.092480000000000021 -0.0064299999999999991 0.053180000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 6 9 -8 10 -6 11 -9 -13
right_child=-2 2 -4 -5 5 -7 7 8 -10 -11 -12 12 -14
leaf_value=0.00064386061105268404 -0.00056757400164422311 -0.00049940524407832208 -0.00061891937536683115 0.00047596667684084544 0.00014831320844081727 -0.00061785827708780191 -0.00058785179159092673 0.00052200789918794297 0.00070422433535947742 0.0010439511169005036 -0.00054641932652534932 -0.00065267609704871719 0.00019385868928668238
leaf_weight=0.0010715742273500013 0.0010440143982077222 0.0017373748175288405 0.0010580891051357169 0.0018270573953205202 0.0013770413901655655 0.0010302755588110979 0.0015635269777822319 0.0011365063484032063 0.0016276679569879882 0.0010235060816028438 0.0011423128680788375 0.0010724022326869366 0.0012974773071607881
leaf_count=220 375 412 70 204 150 312 634 77 83 32 169 348 35
internal_value=0 2.48159e-05 -1.69221e-05 2.60142e-05 -3.71841e-05 3.40671e-05 9.96563e-05 -3.21687e-05 0.000106259 0.000530181 -0.000103109 4.13135e-05 -0.00018921
internal_weight=0 0.0169648 0.0158932 0.0148351 0.0130081 0.0112707 0.0102404 0.00783989 0.00627637 0.00240055 0.0046487 0.00350639 0.00236988
internal_count=3121 2746 2526 2456 2252 1840 1528 1346 712 182 629 460 383
is_linear=0
shrinkage=0.00181146


Tree=2846
num_leaves=15
num_cat=0
split_feature=403 52 1 48 13 43 1 47 160 52 42 160 2 16
split_gain=8.47488e-05 0.000108873 0.000116312 0.000131614 9.4895e-05 0.000136032 0.00018002 0.000190667 0.000206122 0.000133912 0.00017997 0.000207245 0.000115635 0.000109094
threshold=-1.0000000180025095e-35 -0.40306999999999998 0.13436000000000001 0.11951500000000001 0.19762500000000002 -0.14792499999999997 0.099660000000000012 0.089785000000000018 -1.0000000180025095e-35 0.10160000000000001 0.086325000000000013 0.086075000000000013 0.092120000000000021 -0.056919999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 5 -3 9 8 -8 10 11 12 13 -7
right_child=1 2 -4 -5 -6 6 7 -9 -10 -11 -12 -13 -14 -15
leaf_value=-0.00051335638640822873 -0.0005690408484247798 0.00075149668717203807 0.00061394666873892706 -0.00063784621959471748 -0.00047526723800151197 0.00040532832194322451 9.7625256243955797e-05 -0.00028258214642332732 0.0011581475303843324 -0.00065189877041638372 -0.00066420466084302185 -0.00059011811251910465 0.00077097093898938749 -0.00035467375368728208
leaf_weight=0.0011140156565838033 0.00102747874774316 0.0010080314190064063 0.0011631109232170212 0.0010064881641707038 0.0010587037333287261 0.0016669603460254163 0.0011773662630267523 0.0010305101617675838 0.001335220413118364 0.0013226867521365336 0.0011542395816408887 0.0010466737955956949 0.0013618167486448562 0.0010515689566207573
leaf_count=756 304 64 191 65 86 219 96 68 212 325 298 99 112 226
internal_value=0 1.32817e-05 5.21758e-05 6.22722e-06 5.5286e-05 0.000101497 4.27174e-05 0.000386701 0.0006612 -0.000117564 -5.04501e-06 0.000143351 0.000331497 0.000111348
internal_weight=0 0.0164109 0.0153834 0.0142203 0.0132138 0.0121551 0.011147 0.0035431 0.00251259 0.00760395 0.00628126 0.00512702 0.00408035 0.00271853
internal_count=3121 2365 2061 1870 1805 1719 1655 376 308 1279 954 656 557 445
is_linear=0
shrinkage=0.00184769


Tree=2847
num_leaves=11
num_cat=0
split_feature=42 12 457 40 157 42 4 4 2 2
split_gain=4.68263e-05 7.52279e-05 6.05116e-05 8.13157e-05 8.18397e-05 7.54146e-05 0.000126676 0.000110505 9.43115e-05 5.6451e-05
threshold=-1.0000000180025095e-35 0.051320000000000005 0.045365000000000009 -0.0067649999999999993 -1.0000000180025095e-35 0.088915000000000008 -0.0029599999999999995 0.09173000000000002 0.099515000000000006 0.097220000000000015
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -2 -5 6 9 -7 -8 -6
right_child=2 -3 -4 4 5 7 8 -9 -10 -11
leaf_value=0.00096476434787909435 0.004774228163513348 -0.0055919295522983093 0.0036519210920924342 -0.0053242851114780748 0.0018591694178316394 -0.0063345012118037813 -0.0051329747421481782 0.0016474117799141629 0.0017667392223005833 0.007518577308306326
leaf_weight=0.0011852054495731152 0.0010547946522244016 0.0012313600733161998 0.0017478944503166059 0.0011416157460324627 0.0014052227078117895 0.0013169634531352142 0.0012933990667230427 0.0010974161765273183 0.0014504354536129596 0.001072548017704178
leaf_count=133 211 729 243 421 331 560 171 92 115 115
internal_value=0 -0.0023762 0.000466866 -9.93378e-05 -0.000684989 8.60773e-06 0.00126401 -0.00270646 -0.00148567 0.00430895
internal_weight=0 0.00241657 0.0115803 0.0098324 0.0087776 0.00763598 0.00522161 0.00241438 0.00274383 0.00247777
internal_count=3121 862 2259 2016 1805 1384 732 652 286 446
is_linear=0
shrinkage=0.0185774


Tree=2848
num_leaves=11
num_cat=0
split_feature=484 4 150 43 43 16 4 15 42 0
split_gain=4.1664e-05 7.09458e-05 4.30332e-05 6.69363e-05 0.000170717 0.00010628 0.00010588 0.000110253 4.49966e-05 2.19183e-05
threshold=-1.0000000180025095e-35 0.27044500000000005 0.086615000000000011 -0.074359999999999996 -0.092909999999999979 0.22339500000000004 -1.0000000180025095e-35 0.050935000000000008 0.085465000000000013 -0.10607499999999999
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 8 6 7 -5 -2 -8
right_child=1 -3 -4 5 -6 -7 9 -9 -10 -11
leaf_value=-0.0039144384244969013 -0.0033808861237131938 0.00405692490687822 -0.0033653742573865465 0.0067268421613936044 0.0081431317392897731 -0.0064126353396658387 -0.0050310480039544459 -0.0016630688767670879 0.0022440417807214237 -0.00093826659428762008
leaf_weight=0.0010305580609912554 0.0013119881719289832 0.0017454871546004587 0.0015907330164490379 0.0014278353269497747 0.001314812678770619 0.0012165709612212017 0.001102955529017513 0.0011382598324499952 0.0010238265791451262 0.0010169523787768911
leaf_count=515 251 346 247 154 367 207 87 722 84 141
internal_value=0 0.000287338 -0.000303097 0.000206812 0.00234714 -0.00111694 0.000257922 0.00300527 -0.000915386 -0.00306768
internal_weight=0 0.0128894 0.0111439 0.0095532 0.00365063 0.00590257 0.004686 0.0025661 0.00233581 0.00211991
internal_count=3121 2606 2260 2013 702 1311 1104 876 335 228
is_linear=0
shrinkage=0.0201088


Tree=2849
num_leaves=12
num_cat=0
split_feature=52 42 40 2 3 13 150 4 3 4 1
split_gain=3.77038e-05 5.70012e-05 6.9471e-05 7.84632e-05 0.000209233 8.4778e-05 7.68454e-05 7.62886e-05 6.45019e-05 5.93405e-05 3.11957e-05
threshold=0.19022000000000003 -1.0000000180025095e-35 -0.0067649999999999993 0.11215000000000001 0.10542000000000001 -0.095539999999999986 0.084680000000000019 0.053180000000000012 0.11658 -0.076229999999999978 0.090405000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 10 -3 4 5 -4 7 9 -5 -7 -1
right_child=-2 2 3 8 -6 6 -8 -9 -10 -11 -12
leaf_value=-0.0045805239806449198 -0.0031199727593961275 0.0052774662244850631 -0.0046303309908283232 0.00073020588349113718 0.0087567194487919876 0.0024020260574447367 -0.003208605977528351 0.00554033387902725 -0.0053344242754840392 -0.0030684970305441491 -0.00033420221584942299
leaf_weight=0.0010467520643870918 0.0011463344694763256 0.001003974262225856 0.0010418961497334631 0.0010273871349596037 0.0010161102380218494 0.001688821293772556 0.0011108336938393257 0.0013599517776832033 0.0012268977299554618 0.001010494478222273 0.0011661700042955667
leaf_count=656 350 258 134 190 83 446 159 113 124 465 143
internal_value=0 0.000261366 0.000810917 0.000338009 0.0012451 1.64084e-05 0.000952835 0.00209163 -0.00257048 0.000354124 -0.00234279
internal_weight=0 0.0126993 0.0104864 0.00948239 0.00722811 0.006212 0.0051701 0.00405927 0.00225428 0.00269932 0.00221292
internal_count=3121 2771 1972 1714 1400 1317 1183 1024 314 911 799
is_linear=0
shrinkage=0.017856


Tree=2850
num_leaves=14
num_cat=0
split_feature=401 123 12 50 133 43 43 4 3 151 49 3 1
split_gain=0.000125603 0.000103324 0.000184963 0.000215038 0.000181188 0.000151253 0.000224466 0.000165913 0.000185515 0.000158041 0.00022535 0.000286891 9.56855e-05
threshold=0.080190000000000011 1.0000000180025095e-35 -0.040564999999999997 0.088425000000000017 -0.085499999999999979 -0.16318499999999997 -0.089499999999999982 -0.27825499999999997 -0.116045 -0.044604999999999992 -0.069799999999999987 0.084940000000000015 0.092390000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 -4 -6 -7 -8 -9 -10 -11 12 -12
right_child=-2 -3 3 -5 5 6 7 8 9 10 11 -13 -14
leaf_value=-0.00071066411163627234 -0.00060873397259366573 0.00053479088108083995 0.00075554763695843562 -0.00069547832448058858 0.00052564968380073326 -0.00077519420666172332 -0.00048807498431498316 0.00081937925704465787 -0.00044650132226300152 -0.00047185371751750163 -0.00043920695305587097 0.00090016385689797656 0.00030224562912504463
leaf_weight=0.0010902816447116307 0.0010182472228586507 0.0012045535292337503 0.0012419323928369438 0.0011357185910622946 0.0017671816440843991 0.0011534564178078627 0.0015005069119793388 0.0011386254880113309 0.0015854913025384878 0.0012382632135703618 0.0010256503617841846 0.0018917054808857969 0.0011811272717865418
leaf_count=123 305 252 253 472 108 227 151 100 178 77 674 78 123
internal_value=0 3.32486e-05 -4.6283e-06 4.71749e-05 0.000108633 4.42662e-05 -3.51277e-05 5.41518e-05 0.000155086 4.58175e-05 0.00019208 0.000392673 -4.23614e-05
internal_weight=0 0.0171545 0.0159499 0.0148597 0.0137239 0.012482 0.0107148 0.00956137 0.00806086 0.00692224 0.00533675 0.00409848 0.00220678
internal_count=3121 2816 2564 2441 1969 1716 1608 1381 1230 1130 952 875 797
is_linear=0
shrinkage=0.00177594


Tree=2851
num_leaves=14
num_cat=0
split_feature=403 403 124 484 15 15 151 2 4 16 1 1 43
split_gain=0.000183006 0.000181313 0.000125455 0.000156548 0.00014953 0.000209184 0.000186309 0.000266257 0.000246726 0.00017839 0.000135877 0.000127145 0.000153709
threshold=0.10301500000000001 0.08332500000000001 -0.043384999999999993 -0.0068949999999999992 1.0000000180025095e-35 0.091295000000000015 -0.090369999999999992 0.10644500000000001 -0.27825499999999997 -0.073404999999999984 0.086560000000000012 0.095285000000000022 -0.076124999999999984
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 6 -6 -5 8 -8 -9 -10 -12 -13
right_child=-2 -3 3 4 5 -7 7 9 10 -11 11 12 -14
leaf_value=0.00051508348384654264 -0.00073427021157591226 0.0007152858397672274 -0.00069095522440460171 -0.00058456613936237799 -0.00074600646166698991 9.5959469928331607e-05 -0.00078883633179185962 0.0011144586415206081 0.00057862542239040969 0.00024808345181481144 -0.00044005644008185933 -0.00029837523785308784 0.00055585161102924576
leaf_weight=0.0012478096073178782 0.00100585335646636 0.0010954776874591279 0.0011029565694474055 0.0011057327468912961 0.0017617257781212823 0.0018172739160370217 0.0010714924949351019 0.0012194968339996502 0.0014654866067241859 0.0017606536668534831 0.0015138981005452662 0.0011079542503910321 0.0015073323835942693
leaf_count=245 202 112 461 135 526 381 81 163 339 197 112 72 95
internal_value=0 2.91177e-05 -1.59423e-05 -5.88747e-05 -1.0228e-05 -0.00031849 9.2382e-05 0.000169979 -2.34315e-05 0.00060261 0.000123159 -3.84903e-05 0.000193962
internal_weight=0 0.0177773 0.0166818 0.015434 0.014331 0.003579 0.010752 0.00964631 0.00666616 0.00298015 0.00559467 0.00412918 0.00261529
internal_count=3121 2919 2807 2562 2101 907 1194 1059 699 360 618 279 167
is_linear=0
shrinkage=0.00174112


Tree=2852
num_leaves=13
num_cat=0
split_feature=403 403 0 42 52 16 52 49 474 16 0 15
split_gain=0.000105589 0.000119872 0.000113022 0.000133562 0.000158116 0.000153443 0.000217771 0.000205031 0.000223533 0.000150245 0.000128466 0.000140379
threshold=0.096440000000000012 0.03138500000000001 0.15398500000000004 -1.0000000180025095e-35 0.15915500000000002 0.26676500000000009 0.077655000000000016 -0.081404999999999991 0.084410000000000013 -0.056919999999999991 -0.10224499999999999 -0.095869999999999983
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 6 7 -5 9 10 11 -9
right_child=-2 -3 -4 4 -6 -7 -8 8 -10 -11 -12 -13
leaf_value=-0.00050848119420060717 -0.00054554561567978269 0.00057422206840350865 0.00050210304709190758 0.0005636302864347691 -0.0005834137933491846 -0.00058249242614758303 0.00077946293171684883 -0.00055681715806188371 0.00066694010921133061 -0.00068662887971407351 0.00045141253879618832 0.00022177283785945656
leaf_weight=0.0018636257282614735 0.001111656832175417 0.0011452374826545269 0.0012011056217988434 0.0018044148182016582 0.0013057545289992993 0.0010321813219940955 0.0014264166389515174 0.0018495961988352835 0.0010009650884446261 0.0016971274352913859 0.0011300953835514261 0.0012069761113686628
leaf_count=676 233 143 47 150 287 259 262 101 204 370 291 98
internal_value=0 1.97512e-05 -2.11684e-05 -6.50671e-05 1.2882e-06 6.97752e-05 0.000136332 3.07551e-05 -0.000108905 -0.000240894 -6.02085e-05 -0.000249368
internal_weight=0 0.0166635 0.0155183 0.0143172 0.0124535 0.0111478 0.0101156 0.00868918 0.00688476 0.0058838 0.00418667 0.00305657
internal_count=3121 2888 2745 2698 2022 1735 1476 1214 1064 860 490 199
is_linear=0
shrinkage=0.00177594


Tree=2853
num_leaves=16
num_cat=0
split_feature=50 15 15 130 403 43 42 2 52 151 2 4 4 4 15
split_gain=0.000128994 0.000140814 0.000130135 0.00016482 0.000130106 0.000147476 0.000321747 0.000124309 0.000138751 0.000137813 0.000133421 0.000133888 0.000155323 0.000115734 2.14382e-05
threshold=0.10647500000000001 -0.24436499999999997 -0.11713499999999999 -0.076894999999999977 -1.0000000180025095e-35 -0.15582499999999996 -0.095859999999999987 0.092875000000000013 -0.087284999999999988 -0.024429999999999997 0.10005000000000001 0.053925000000000008 -0.064054999999999987 -0.0029599999999999995 -0.092919999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 -5 6 -6 8 -7 -10 -9 12 -12 -11 -15
right_child=-2 2 3 4 5 7 -8 10 9 13 11 -13 -14 14 -16
leaf_value=0.00065222867009448958 -0.0006419622212724325 -0.00052096799172843733 0.00073446089493500711 -0.00063827839315935614 -0.00025217039126369898 -0.00047572012158261714 0.0011741633382783756 -0.0008538163626938439 0.00081114239923898166 0.00042799052154992516 -0.00021620515657757162 -0.00062240660433877124 0.00067244203457627781 -0.00039315251156150645 -2.0998516228937579e-05
leaf_weight=0.0010873105901564655 0.0010195322075478496 0.0015471555832070839 0.0010182158343090926 0.0010355032477822384 0.0010228351460226381 0.0010474873205573321 0.0010534425664081607 0.0010079492536084166 0.0011124151079483892 0.0017440364245043189 0.001818645195317492 0.00120426534954092 0.0010004608529396485 0.0010217190523078012 0.0010100561036751271
leaf_count=223 333 214 110 617 58 221 48 170 138 364 146 150 165 39 125
internal_value=0 2.06409e-05 -2.06187e-05 3.06575e-05 -2.02434e-05 2.88222e-05 0.00047151 -5.49874e-05 0.000122571 0.000250777 -0.000264462 -0.000116815 9.91632e-05 8.56849e-05 -0.000208144
internal_weight=0 0.0177315 0.0166442 0.015097 0.0140788 0.0130433 0.00207628 0.010967 0.00593571 0.00488823 0.00503132 0.00402337 0.00281911 0.00377581 0.00203178
internal_count=3121 2788 2565 2351 2241 1624 106 1518 887 666 631 461 311 528 164
is_linear=0
shrinkage=0.00181146


Tree=2854
num_leaves=16
num_cat=0
split_feature=1213 403 15 0 4 157 160 12 1 2 1 16 3 151 3
split_gain=0.000473302 0.000167109 0.000261966 0.000130649 0.00014085 0.000305483 0.000214771 0.000291334 0.000172012 0.000152764 0.000212728 0.000269066 0.000199589 0.00015737 7.35136e-05
threshold=-1.0000000180025095e-35 0.03138500000000001 0.088235000000000022 0.15398500000000004 -0.064804999999999988 -0.074759999999999979 -1.0000000180025095e-35 0.085955000000000018 0.079415000000000013 0.089885000000000007 0.12958500000000003 -0.056919999999999991 0.11296500000000002 -0.0083949999999999979 -0.075634999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 4 6 -6 -2 -8 -7 10 11 14 13 -11 -10
right_child=1 2 -4 -5 5 8 7 -9 9 12 -12 -13 -14 -15 -16
leaf_value=-0.001176121471982758 -0.0010161259897048614 -0.00010408046272711894 0.0011499423708195091 0.00052590210617399968 0.0009567477592911357 -0.00055729995522892778 0.00058634095712799652 -0.00067221526580213409 0.00024182758419384338 0.00018139873965586793 0.00047716545173011224 -0.0011363756843638176 -0.00013765768660327528 0.0010735887208284662 -0.00038383918200261461
leaf_weight=0.0010003296125778187 0.0010564350103950656 0.0010047836240228035 0.0010152743235670725 0.0012907201151755024 0.0010041044494409719 0.0016897692819447798 0.0010802310031542695 0.0011524040408328017 0.001160426217439614 0.0012263698890931651 0.001124375123326137 0.0010331261019855603 0.0019034638645029078 0.0011721618583323615 0.0011175684352961891
leaf_count=491 177 171 39 45 300 558 140 435 60 94 67 188 134 140 82
internal_value=0 5.42915e-05 0.000526187 -5.24552e-06 -5.18177e-05 3.95379e-05 -0.00036933 -6.32794e-05 -4.87859e-05 4.95572e-05 -0.000177173 -0.00039937 0.000283323 0.000617412 -6.51202e-05
internal_weight=0 0.0180312 0.00202006 0.0160112 0.0147204 0.0114314 0.00328907 0.00223264 0.0104273 0.00873749 0.0044355 0.00331112 0.004302 0.00239853 0.00227799
internal_count=3121 2630 210 2420 2375 1623 752 575 1323 765 397 330 368 234 142
is_linear=0
shrinkage=0.00174112


Tree=2855
num_leaves=10
num_cat=0
split_feature=474 160 133 151 4 42 4 16 0
split_gain=4.04459e-05 0.000103298 0.000148602 6.84174e-05 0.000192417 9.8124e-05 0.00011539 0.000105648 6.81785e-05
threshold=0.084660000000000027 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.0083949999999999979 0.24564500000000003 0.083995000000000014 0.053925000000000008 -0.056919999999999991 -0.074229999999999977
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 8 -3 -4 5 6 7 -5 -1
right_child=-2 2 3 4 -6 -7 -8 -9 -10
leaf_value=-0.007231497179629392 0.0032383650981526835 -0.0045109146004886583 -0.0018710453817818132 0.0039072734152555385 0.0087573203816732979 0.0044686764641442157 -0.0058956546576628176 -0.0021600156792139155 -0.00068787679739539919
leaf_weight=0.0010292706348935532 0.0011153941944795518 0.0016784675885478254 0.0017945605033259449 0.0018662456378986977 0.0011424961405348743 0.0017025951026216988 0.0010059062589104772 0.0017952938113313202 0.0010017819470156059
leaf_count=563 344 707 270 226 169 375 59 235 173
internal_value=0 -0.000304553 0.000379408 0.00126134 0.00200959 0.000799358 -0.00053914 0.000932414 -0.00400397
internal_weight=0 0.0130166 0.0109856 0.0093071 0.00751254 0.00637004 0.00466745 0.00366154 0.00203105
internal_count=3121 2777 2041 1334 1064 895 520 461 736
is_linear=0
shrinkage=0.017856


Tree=2856
num_leaves=14
num_cat=0
split_feature=147 484 15 11 43 16 0 48 2 2 13 0 0
split_gain=0.000117407 0.00012623 0.000101037 0.000121304 0.000104792 0.0001708 0.000151598 0.000175476 0.000157792 0.000120184 8.96239e-05 0.000273067 0.000109083
threshold=0.087350000000000025 -0.0068949999999999992 -0.24436499999999997 0.079915000000000014 0.016310000000000002 -0.27167499999999994 -0.10607499999999999 0.088965000000000002 0.08622500000000001 0.099185000000000009 -0.063184999999999977 -0.077809999999999976 -0.046359999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 -4 8 10 -7 -6 -8 -12 -13
right_child=-2 2 3 -5 9 6 7 -9 -10 -11 11 12 -14
leaf_value=-0.00068013291655612176 0.00057260863938343883 0.00053103601404884393 -0.00073212542261524079 -0.00067155334157776355 4.1314929241788556e-06 0.0009601511067561314 -0.00065539618423681801 0.00054902999412244065 3.5406849157405483e-05 0.00081205599311256842 -0.00089277237122865481 0.00068375352591382166 -9.4315350066012928e-05
leaf_weight=0.0010840862470013471 0.0011180263920421525 0.0011171528983206164 0.0013039237158726036 0.00105829196650603 0.0016741684199302409 0.0010014328174028355 0.0016905475503917527 0.0010435943685335909 0.0018966889743262938 0.0010732088546780219 0.001188781724971806 0.0010021746643990546 0.0017709283751931875
leaf_count=486 146 222 117 151 260 43 597 179 128 104 406 176 106
internal_value=0 -5.79956e-05 -1.53653e-05 -5.68794e-05 -9.20755e-06 -9.21322e-05 -5.15188e-06 -0.000161008 0.000354948 0.000319731 -0.0002921 -0.00013708 0.000186872
internal_weight=0 0.016905 0.0158209 0.0147037 0.0136454 0.0108981 0.00959415 0.00669603 0.00289812 0.00274738 0.00565243 0.00396188 0.0027731
internal_count=3121 2975 2489 2267 2116 1752 1635 1464 171 364 1285 688 282
is_linear=0
shrinkage=0.00188464


Tree=2857
num_leaves=10
num_cat=0
split_feature=1 52 3 0 4 13 3 12 15
split_gain=4.03365e-05 0.000137741 0.000137053 0.000127691 0.00013387 7.46241e-05 7.27724e-05 6.13399e-05 0.00012718
threshold=0.10752500000000002 0.11434500000000002 0.090900000000000009 -0.084269999999999984 0.053180000000000012 -0.073839999999999975 0.11296500000000002 0.085885000000000017 0.088235000000000022
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 -2 -7 -5 -9
right_child=5 -3 -4 7 -6 6 -8 8 -10
leaf_value=-0.008143085688173464 0.0053074812724781487 -0.006400756163277373 0.0045981366408681251 0.0047266021993816803 0.00014849617788410385 0.0022201003867774465 -0.003541337656178362 -0.005332347711019458 0.0036303436365141598
leaf_weight=0.0014635378349089918 0.0012856894165748692 0.0013235104091835212 0.0019332625642114465 0.0011972210695968127 0.0013386846972575465 0.0019735958268277966 0.0013094805875542015 0.0010696652210743646 0.0012132840779116045
leaf_count=783 268 390 129 195 179 258 64 493 362
internal_value=0 -0.000727672 0.00018624 -0.00117142 -0.00418201 0.0014376 -7.7894e-05 0.0012527 -0.000569083
internal_weight=0 0.00953917 0.00821566 0.00628239 0.00280222 0.00456877 0.00328308 0.00348017 0.00228295
internal_count=3121 2531 2141 2012 962 590 322 1050 855
is_linear=0
shrinkage=0.018949


Tree=2858
num_leaves=10
num_cat=0
split_feature=484 160 133 52 51 2 0 0 3
split_gain=4.47439e-05 5.62599e-05 0.000116695 5.34031e-05 7.11957e-05 0.00010305 0.000174448 8.17829e-05 5.83457e-05
threshold=0.085515000000000022 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.24456499999999998 0.091630000000000003 0.10097500000000002 -0.064754999999999993 -0.10607499999999999 -0.05647499999999999
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 5 6 7 -5 -7
right_child=-2 2 3 4 -6 8 -8 -9 -10
leaf_value=-0.0030893449856921446 0.0028014859408242022 -0.0041074406632914248 -0.0026082309667932427 0.0032608553322085189 0.0053076757379572383 0.0012142635855847395 0.0083571602381931082 -0.002004228204916554 -0.00394909738968668
leaf_weight=0.0018073500446633738 0.0014273312736579396 0.0015792252839377597 0.0011154411134387818 0.0015479560707805124 0.0010954499775749117 0.0010106551878813902 0.0010223338296402734 0.0018141582707591325 0.0016013248825027093
leaf_count=659 341 709 280 96 141 108 106 498 183
internal_value=0 -0.000341931 0.000118415 0.000843227 0.001319 0.000694482 0.00227063 0.000419877 -0.00195123
internal_weight=0 0.0125939 0.0107865 0.00920732 0.00809188 0.00699643 0.00438445 0.00336211 0.00261198
internal_count=3121 2780 2121 1412 1132 991 700 594 291
is_linear=0
shrinkage=0.0168261


Tree=2859
num_leaves=10
num_cat=0
split_feature=11 48 0 151 2 13 52 16 13
split_gain=4.29559e-05 5.37999e-05 0.000134945 9.18296e-05 0.000112299 8.12051e-05 0.000149785 9.02519e-05 6.21245e-05
threshold=0.081790000000000015 0.016865000000000002 -0.20211999999999997 -0.00099499999999999979 0.10882500000000002 0.021350000000000004 0.091275000000000009 -0.056919999999999991 -0.014169999999999999
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 3 -3 -1 5 6 7 8 -5
right_child=-2 2 -4 4 -6 -7 -8 -9 -10
leaf_value=-0.0057402681265996836 -0.0036189168540890077 -0.0016376162586924233 0.0054727639224746577 0.0014035909548698428 0.0047964984327723212 -0.0044863363151077598 -0.005736273900024221 -0.0014906252193616577 0.0073862821098965459
leaf_weight=0.0010210317233532952 0.001058426894819193 0.0017225541990071314 0.0019800555106023699 0.0012601910197284564 0.0014815878578816185 0.0016136320616673451 0.0011090737172114781 0.0015607399848226629 0.0011417259082764002
leaf_count=314 175 82 498 420 339 203 389 426 275
internal_value=0 0.000274239 0.00216482 -0.000487635 0.000169049 -0.000856472 0.000298414 0.00198741 0.0042474
internal_weight=0 0.0128906 0.00370261 0.00918798 0.00816695 0.00668536 0.00507173 0.00396266 0.00240192
internal_count=3121 2946 580 2366 2052 1713 1510 1121 695
is_linear=0
shrinkage=0.0185774


Tree=2860
num_leaves=13
num_cat=0
split_feature=128 124 40 48 4 0 0 13 51 484 16 3
split_gain=0.000125766 0.000119196 0.00013391 0.000242768 0.000208255 0.000214963 0.000212345 0.000286897 0.000167391 0.000127566 0.000179517 0.000140086
threshold=1.0000000180025095e-35 -0.043384999999999993 -0.063404999999999989 0.12649500000000002 0.0061450000000000003 -0.17169499999999996 -0.10224499999999999 -0.063184999999999977 0.087505000000000013 0.084750000000000006 -0.083134999999999987 -0.10023499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 8 -6 -7 -8 9 10 -4 -12
right_child=-2 2 3 -5 5 6 7 -9 -10 -11 11 -13
leaf_value=0.00054599397975951054 -0.00061380853007672815 -0.00060197174200869784 0.00027922415004694151 -0.00076758318782511696 0.00082666126293507759 -0.00033971078844711788 -0.00027998657412349893 0.00083556152013222632 -0.00074778942031626585 0.00050652544854617293 5.3104146648417278e-05 -0.00071261069637271039
leaf_weight=0.0012022806853053741 0.0010137261374629251 0.0011238659909360215 0.0019555276666231472 0.0010958895234498287 0.0017681625004599688 0.0018830364158955448 0.001132733561067903 0.0018247307450337982 0.001094562299118031 0.0011773924930900126 0.0012267257847832173 0.001768444878677894
leaf_count=244 231 93 351 72 100 150 168 170 287 219 157 879
internal_value=0 1.72177e-05 -2.23894e-05 2.12472e-05 8.37482e-05 0.000307098 0.00011731 0.000408297 -0.000120615 -8.593e-06 -0.0001311 -0.000398998
internal_weight=0 0.0172534 0.0160511 0.0149272 0.0138313 0.00660866 0.0048405 0.00295746 0.00722265 0.00612809 0.0049507 0.00299517
internal_count=3121 2890 2646 2553 2481 588 488 338 1893 1606 1387 1036
is_linear=0
shrinkage=0.00174112


Tree=2861
num_leaves=16
num_cat=0
split_feature=147 403 48 2 403 159 160 52 133 52 15 49 0 2 47
split_gain=0.00021684 0.000186253 0.000221892 0.00018966 0.000220114 0.000190655 0.000255876 0.000266026 0.000263208 0.000559353 0.000198546 0.000129228 0.000212055 0.000114739 9.65555e-05
threshold=0.088610000000000008 0.10301500000000001 0.12879500000000002 0.11293500000000002 0.03138500000000001 0.091005000000000016 0.088405000000000011 0.11434500000000002 0.089980000000000018 0.0031350000000000002 -0.10653 -0.073374999999999982 -0.10224499999999999 0.12595500000000001 0.09550500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 7 8 9 10 -1 -12 -13 -5 -14
right_child=-2 -3 -4 13 -6 -7 -8 -9 -10 -11 11 12 14 -15 -16
leaf_value=0.00047865557041137891 0.00084980739495265094 -0.0008314927294553276 -0.00082766598196192594 0.00081945101737260749 0.00070644815995384079 -0.00090330852910821256 0.00063902739820678462 -0.0010302433961243646 -0.00084350045973109365 0.0011792906905289168 0.00021097402103346127 -0.0012486864407298959 -0.00057835000852349012 1.3468836753323538e-05 0.00021474319148986817
leaf_weight=0.0012923710591619536 0.0010086543662924238 0.0010172382963252033 0.0010806182824621416 0.0016535551617786678 0.0012766608810348161 0.0010029482823481683 0.0016507096867682978 0.0011139047665441335 0.0012534958399316393 0.0013587799375763127 0.0010494057321089115 0.0010453595164898761 0.001198844295619385 0.0010109054447647427 0.0010000807532879324
leaf_count=107 127 200 80 187 153 200 167 311 342 349 111 77 458 201 51
internal_value=0 -4.81682e-05 -1.26188e-06 5.48786e-05 -3.743e-05 -0.000116795 -4.48412e-05 -0.000166065 -4.86498e-05 9.48153e-05 -0.000168978 -0.000363911 -0.000549865 0.000513659 -0.000217648
internal_weight=0 0.0180049 0.0169876 0.015907 0.0132426 0.0119659 0.010963 0.00931224 0.00819834 0.00694484 0.00558606 0.00429369 0.00324428 0.00266446 0.00219893
internal_count=3121 2994 2794 2714 2326 2173 1973 1806 1495 1153 804 697 586 388 509
is_linear=0
shrinkage=0.00188464


Tree=2862
num_leaves=10
num_cat=0
split_feature=133 52 16 43 0 47 4 49 15
split_gain=4.26708e-05 6.79938e-05 0.000174664 0.000104257 0.000120793 8.78039e-05 0.000107437 0.000108313 0.00011306
threshold=0.10622000000000002 -0.26636999999999994 0.23311500000000004 -0.09225499999999999 -0.026509999999999995 0.096175000000000024 -0.059649999999999988 -0.069799999999999987 -0.095869999999999983
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 5 6 -5 -8 -9
right_child=-2 2 -4 4 -6 -7 7 8 -10
leaf_value=-0.0041314353691558206 -0.0038936567651439271 -0.0046093450127875695 0.0078939854055861229 -0.0039293211646983361 0.0069990629102524007 -0.005195764234767415 -0.0026210844406814602 0.00036519827436394965 0.0071025256432092811
leaf_weight=0.0012285419297869546 0.0010263830226246466 0.0016545078993798453 0.0011928157486601762 0.0014713380755070164 0.0010681376720643359 0.0011134684703845241 0.0013915579728955452 0.0019036195488513793 0.0019697879659019151
leaf_count=324 435 292 123 635 155 167 178 282 530
internal_value=0 0.000281811 0.000742648 -6.41894e-05 0.000779057 -6.73144e-05 0.000780386 0.00209655 0.00379141
internal_weight=0 0.0129938 0.0117652 0.0105724 0.00891791 0.00784977 0.0067363 0.00526497 0.00387341
internal_count=3121 2686 2362 2239 1947 1792 1625 990 812
is_linear=0
shrinkage=0.0197145


Tree=2863
num_leaves=11
num_cat=0
split_feature=1 16 43 15 147 15 2 3 0 4
split_gain=4.62703e-05 8.42635e-05 0.00014091 8.06428e-05 6.64113e-05 8.63376e-05 9.71856e-05 0.000157374 0.000106994 8.71339e-05
threshold=0.077565000000000009 0.19444000000000003 -0.088704999999999992 0.083935000000000023 1.0000000180025095e-35 0.035560000000000008 1.0000000180025095e-35 0.086245000000000016 -0.055064999999999996 0.033845000000000007
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 5 6 8 -8 -2 -9
right_child=4 -3 3 -5 -6 -7 7 9 -10 -11
leaf_value=-0.0085359660574188759 -0.0047644063132598214 0.0024038100422396182 -0.004274051432826758 0.0024362578621804644 0.0049652292398681443 -0.0041315931049122215 0.0071557730734377123 0.0028139985956853884 0.0025208906336190301 -0.0035113114131457915
leaf_weight=0.0010129446678743491 0.001555615040878023 0.0012835167434051258 0.0010287553063123844 0.0012833555673435778 0.0010368132858180655 0.0012604078379353147 0.0015476349232473284 0.0016023650232886988 0.001095289416526599 0.0012253877322504492
leaf_count=303 292 196 559 578 139 371 333 139 112 99
internal_value=0 -0.00148235 -0.00298246 -0.000549441 0.000704767 0.000171708 0.000943653 0.00257825 -0.0017543 7.29678e-05
internal_weight=0 0.00460857 0.00332506 0.00231211 0.00932351 0.0082867 0.00702629 0.00437539 0.0026509 0.00282775
internal_count=3121 1636 1440 1137 1485 1346 975 571 404 238
is_linear=0
shrinkage=0.017856


Tree=2864
num_leaves=15
num_cat=0
split_feature=403 52 1 47 14 1 159 52 4 403 4 16 1 43
split_gain=0.000123617 0.000148136 0.000141902 0.000139397 0.000114469 0.000149116 0.000149377 0.000151616 0.000128626 0.000141039 0.000134776 0.000113015 9.12019e-05 4.15804e-05
threshold=-1.0000000180025095e-35 -0.40306999999999998 0.13842500000000005 0.10621500000000002 -0.10708499999999999 0.099660000000000012 0.082585000000000006 0.11434500000000002 -0.0016099999999999997 0.035175000000000005 0.053180000000000012 -0.029084999999999996 0.11212500000000002 -0.088249999999999981
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 -3 6 7 8 9 11 -10 -6 -7 -13
right_child=1 2 -4 -5 5 12 -8 -9 10 -11 -12 13 -14 -15
leaf_value=-0.0006126459355846951 -0.00065856836544791683 -0.00045583202560620019 0.0007287630147113786 -0.00054278438970588934 0.0010310266205375081 0.00079706618637481611 -0.00066210096508975756 -0.00058319843165094551 -0.00054554628157571982 -0.00016601862520418029 0.00028158242504608042 0.00058080959577446974 0.00016109400874846189 4.0759588923014455e-05
leaf_weight=0.0011685155621535886 0.0010706977778511912 0.0013010385693210539 0.0010692787104026212 0.0014246473440838745 0.0012682812764125456 0.001618382269247709 0.001040113656599004 0.001025014072691767 0.0013798629896082078 0.001194893331290886 0.0014195808141940214 0.0010235406988654827 0.0015856125177349254 0.0010022177238695981
leaf_count=756 304 93 133 134 193 179 247 262 134 190 98 79 167 152
internal_value=0 2.05631e-05 6.50301e-05 1.85924e-05 7.63015e-05 0.000131434 1.12356e-05 9.54788e-05 0.000190926 0.000388642 -0.000126114 0.000589842 0.000482332 0.000313627
internal_weight=0 0.0174232 0.0163525 0.0152832 0.0138585 0.0125575 0.0093535 0.00831339 0.00728838 0.00448893 0.00279944 0.00329404 0.00320399 0.00202576
internal_count=3121 2365 2061 1928 1794 1701 1355 1108 846 614 232 424 346 231
is_linear=0
shrinkage=0.00188464


Tree=2865
num_leaves=11
num_cat=0
split_feature=11 159 3 12 52 1 3 0 13 16
split_gain=4.37647e-05 5.34162e-05 0.000106991 7.1428e-05 9.95401e-05 0.000111703 0.000159016 6.9823e-05 5.07397e-05 5.03251e-05
threshold=0.081790000000000015 0.091530000000000014 -0.10519499999999998 0.091545000000000015 0.070205000000000017 0.11212500000000002 0.090900000000000009 -0.10224499999999999 -1.0000000180025095e-35 0.19444000000000003
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 6 7 -4 -6 -5
right_child=-2 -3 3 9 8 -7 -8 -9 -10 -11
leaf_value=0.0057278111838480533 -0.0044658313806072315 -0.0046401136339222424 -0.0056666949432649877 -0.0069570170905374788 0.0015583395072333098 -0.0060398457980268376 0.0078963408858961429 0.0014612367246921402 0.0084695377838881463 -8.1612057861942807e-05
leaf_weight=0.0018754695857657626 0.001052221703041061 0.001018029165333543 0.0012921911323272755 0.0011794414408175368 0.0011080672265778631 0.0014981645654111213 0.0012560372528056529 0.0015503171325247031 0.00107163249175872 0.0010164971205558065
leaf_count=191 175 352 139 560 496 171 116 669 95 157
internal_value=0 0.000337757 0.000765483 -0.000167767 0.000850691 -0.000748236 0.00118604 -0.00177909 0.00495618 -0.0037744
internal_weight=0 0.0128658 0.0118478 0.00997235 0.00777641 0.00559671 0.00409855 0.00284251 0.0021797 0.00219594
internal_count=3121 2946 2594 2403 1686 1095 924 808 591 717
is_linear=0
shrinkage=0.0226458


Tree=2866
num_leaves=10
num_cat=0
split_feature=1 52 3 0 4 13 3 42 13
split_gain=4.90836e-05 0.00010913 9.45653e-05 0.000104077 0.00010837 7.3988e-05 7.90031e-05 5.15722e-05 5.97665e-05
threshold=0.10752500000000002 0.11434500000000002 0.090900000000000009 -0.084269999999999984 0.053180000000000012 -0.073839999999999975 0.11296500000000002 0.086325000000000013 -0.0034749999999999994
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 -2 -7 8 -5
right_child=5 -3 -4 7 -6 6 -8 -9 -10
leaf_value=-0.0069193258959787075 0.005051029610098152 -0.0054348582334885175 0.0034381631887557889 0.0057200608744350815 5.4276102275040975e-05 0.0022937960952239076 -0.0033004312056584598 -0.0017231878721697337 -0.00019801466753705506
leaf_weight=0.0014242749226817822 0.0012763713184362003 0.0013060983661509163 0.0018961306834897051 0.0010298564857960581 0.0013119817815508313 0.0019487992252489768 0.0012829229023045841 0.0013015591232759553 0.0010624844983425856
leaf_count=783 268 390 129 267 179 258 64 418 365
internal_value=0 -0.000742087 2.15563e-05 -0.00103524 -0.00357562 0.00148243 7.30104e-05 0.00101288 0.00271488
internal_weight=0 0.00933239 0.00802629 0.00613016 0.00273626 0.00450809 0.00323172 0.0033939 0.00209234
internal_count=3121 2531 2141 2012 962 590 322 1050 632
is_linear=0
shrinkage=0.0175059


Tree=2867
num_leaves=10
num_cat=0
split_feature=4 484 160 133 52 4 49 4 15
split_gain=4.24667e-05 9.24966e-05 7.65248e-05 7.97854e-05 7.35715e-05 7.43161e-05 9.25856e-05 0.00011481 4.09902e-05
threshold=-0.49405499999999997 0.085515000000000022 -1.0000000180025095e-35 -1.0000000180025095e-35 0.077655000000000016 0.24564500000000003 -0.081404999999999991 0.0052350000000000009 -0.055554999999999993
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 5 6 -5 -8 -9
right_child=1 -3 3 4 -6 -7 7 8 -10
leaf_value=-0.0035363037475512542 -0.0040799140029096253 0.0052147187382643855 -0.0037226892311527219 0.00354953446818239 0.0044596644360069548 0.0037470197956942387 -0.0074373849406419576 -0.0025003418965070159 0.0027555220671182539
leaf_weight=0.0011723944239966375 0.0016621277515976628 0.0012891735583886012 0.0014776030933041596 0.0011930912744504188 0.0019265355969584549 0.0015896321581195709 0.0012292204217162375 0.0012043662521179048 0.0010270220567370342
leaf_count=156 629 324 701 110 308 234 506 99 54
internal_value=0 0.000309566 -0.000249569 0.000410348 0.00115785 0.000138992 -0.00109346 -0.00269419 -8.12702e-05
internal_weight=0 0.0125988 0.0113096 0.00964747 0.00816987 0.00624333 0.0046537 0.00346061 0.00223139
internal_count=3121 2965 2641 2012 1311 1003 769 659 153
is_linear=0
shrinkage=0.0193279


Tree=2868
num_leaves=10
num_cat=0
split_feature=1 0 15 4 2 0 1 12 15
split_gain=4.11385e-05 7.74216e-05 0.000120779 5.52262e-05 8.32815e-05 0.000170742 0.000129184 9.1057e-05 5.83059e-05
threshold=0.077565000000000009 0.15398500000000004 0.035560000000000008 -0.084369999999999987 0.089775000000000008 -0.14920999999999998 0.11061500000000002 0.10097500000000002 -0.040439999999999997
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -2 7 6 -6 8 -5
right_child=3 -3 -4 4 5 -7 -8 -9 -10
leaf_value=-0.0071263420007726761 -0.0030667755306169608 0.0029673051277168535 0.0004689164129224754 -0.0046857151532716055 0.0049104123014917468 0.010171372542687195 -0.0039790372388011233 0.0044896378244488324 0.00097665245057807523
leaf_weight=0.0015979239283859413 0.0013092066131394691 0.00113314250561658 0.0018005528630705512 0.0017904694017021393 0.0014240330319030825 0.0011109280199736197 0.0012337687645311776 0.0010580046591502357 0.0012478141407841962
leaf_count=816 300 44 776 313 99 283 73 92 325
internal_value=0 -0.00158457 -0.00310229 0.000757242 0.00139379 0.00355107 0.000783872 -0.000590996 -0.0023602
internal_weight=0 0.00453162 0.00339848 0.00917422 0.00786502 0.00376873 0.0026578 0.00409629 0.00303828
internal_count=3121 1636 1592 1485 1185 455 172 730 638
is_linear=0
shrinkage=0.0201088


Tree=2869
num_leaves=15
num_cat=0
split_feature=1213 11 133 52 43 16 13 15 160 39 4 4 4 3
split_gain=0.000497418 0.0001838 0.000162252 0.000206694 0.000145047 0.000165349 0.000217932 0.000254327 0.000176149 0.000150796 0.000147235 0.000116776 0.000203695 6.57622e-05
threshold=-1.0000000180025095e-35 0.087830000000000005 -0.085499999999999979 0.25317500000000004 -0.063379999999999978 0.22339500000000004 -0.099939999999999987 0.035560000000000008 0.086325000000000013 0.085060000000000011 -1.0000000180025095e-35 0.09173000000000002 -0.083644999999999983 0.11296500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 9 6 -6 8 10 11 -8 12 -4 -12
right_child=1 -3 3 -5 5 -7 7 -9 -10 -11 13 -13 -14 -15
leaf_value=-0.0013394969958726117 0.00063803025449483324 -0.00070191562464471953 0.0004460081976556603 -0.00075509394514781285 0.00069694375542504934 -0.00068755007997442106 0.00075423745905588049 -0.00099238423501781252 -0.00054192686773543296 0.00094221620773009154 0.00026750656676058864 0.00064766729159683619 -0.00062319718552950672 -0.0003919228677000706
leaf_weight=0.0010029279741897287 0.0018522713286577 0.0011232878178337171 0.0013921878385736441 0.0011313267223920483 0.0015662022746183784 0.0012850407266940499 0.0014694620501867206 0.0010017493145839385 0.001296886481723547 0.0012321289786708942 0.0012496643545694503 0.0012806241679047536 0.0012493104421708433 0.0010109598008947174
leaf_count=491 345 121 114 276 151 129 69 308 43 211 132 64 613 54
internal_value=0 5.12257e-05 0.000100938 3.53392e-05 9.90576e-05 -4.98329e-05 5.80671e-05 -0.000107907 6.83475e-05 0.000355573 0.000280529 0.000171279 -5.96781e-05 -2.73928e-05
internal_weight=0 0.0181411 0.0170178 0.0151655 0.0140342 0.00887997 0.00759492 0.00602872 0.00502697 0.00515425 0.00373009 0.00392212 0.0026415 0.00226062
internal_count=3121 2630 2509 2164 1888 886 757 606 298 1002 255 791 727 186
is_linear=0
shrinkage=0.00192234


Tree=2870
num_leaves=10
num_cat=0
split_feature=11 133 12 160 13 12 0 151 1
split_gain=4.53011e-05 4.39044e-05 7.16208e-05 9.87844e-05 0.000107708 0.000139484 0.000102618 0.000105466 0.000142136
threshold=0.081790000000000015 -0.083244999999999986 -0.010834999999999999 -1.0000000180025095e-35 -0.074044999999999986 0.092465000000000006 -0.053834999999999994 -0.0077149999999999988 0.095285000000000022
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 5 -5 7 -6 -9
right_child=-2 2 3 4 6 -7 -8 8 -10
leaf_value=0.0034566087994001111 -0.0040574212468148718 0.003800665122334409 -0.0047776159211561373 0.0080714991253932125 -0.0054196740349008376 -0.0017566938674161725 -0.0065694835154206542 -0.0023241908197113121 0.0065246843688639804
leaf_weight=0.001573001828238098 0.0010378119759735524 0.001601601093127414 0.001991614852602127 0.0013433364106275828 0.001011930852423684 0.0010328805366691812 0.0011846389751651995 0.0014653812181521023 0.0014706644022467463
leaf_count=481 175 340 757 357 79 104 173 559 96
internal_value=0 0.000312465 -0.000133015 -0.000796162 0.000259864 0.00379944 -0.00137883 0.000178689 0.00210821
internal_weight=0 0.0126751 0.011102 0.00950045 0.00750883 0.00237622 0.00513262 0.00394798 0.00293605
internal_count=3121 2946 2465 2125 1368 461 907 734 655
is_linear=0
shrinkage=0.0201088


Tree=2871
num_leaves=13
num_cat=0
split_feature=48 1 0 42 42 13 52 2 52 0 13 2
split_gain=0.000103366 0.000174181 0.000194104 0.000116591 0.000114761 0.00011437 0.0001434 0.000153158 0.000129116 9.56615e-05 0.000188536 6.02423e-05
threshold=0.12879500000000002 0.10752500000000002 -0.17169499999999996 0.092145000000000019 -1.0000000180025095e-35 0.0027400000000000007 0.10160000000000001 0.089885000000000007 -0.0064899999999999992 -0.036484999999999997 -0.061684999999999997 0.092365000000000017
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 4 -1 6 7 8 -6 10 -4 -9
right_child=-2 2 9 -5 5 -7 -8 11 -10 -11 -12 -13
leaf_value=-0.00045312421133682565 -0.00055597058608707604 0.0010527571796085287 0.0004772757118660225 -0.00057926106626591633 -0.00072646473253390551 0.00061359418623794766 -0.00054585254275244487 0.00078590953747032931 0.00011198517636853503 0.00062414269965868012 -0.00055546187544808874 0.00022177388097663434
leaf_weight=0.0017631793062793536 0.001127679021144328 0.0010595239915978868 0.0011989811726702613 0.001496626634666212 0.0010342742831487297 0.001203149421300731 0.0014412585223560308 0.0010266096557547399 0.0017666466828884929 0.0010054817478386715 0.0013181680558204956 0.0019483747291782864
leaf_count=784 90 56 219 468 377 125 230 84 252 122 119 195
internal_value=0 3.4072e-05 0.000345479 -8.80942e-05 -1.59094e-05 7.56416e-05 -1.40386e-05 0.000118665 -0.000197623 0.000132746 -6.35431e-05 0.000416446
internal_weight=0 0.0162623 0.00458215 0.0116801 0.0101835 0.00842031 0.00721716 0.00577591 0.00280092 0.00352263 0.00251715 0.00297498
internal_count=3121 3031 516 2515 2047 1263 1138 908 629 460 338 279
is_linear=0
shrinkage=0.00188464


Tree=2872
num_leaves=14
num_cat=0
split_feature=50 47 158 4 1 159 160 12 48 13 0 42 16
split_gain=0.000191579 0.000181889 0.000188617 0.000163634 0.000265317 0.000177034 0.000120846 0.00013525 0.000169839 0.000141518 0.000235672 0.000148798 4.38936e-05
threshold=0.10124500000000002 0.13148500000000005 1.0000000180025095e-35 0.24564500000000003 0.111945 0.076905000000000015 0.088405000000000011 0.10388500000000002 0.092150000000000024 -0.063184999999999977 -0.083914999999999976 -1.0000000180025095e-35 -0.056919999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 5 -5 6 7 8 9 10 -1 -11 -13
right_child=-2 -3 -4 4 -6 -7 -8 -9 -10 11 -12 12 -14
leaf_value=0.00019680072758249345 -0.00072296803265068993 -0.00067197031993009959 -0.00064508914050007094 1.7099298090100594e-05 0.0010463307500656312 0.00065212514316419017 0.00035812901778536763 -0.00070515288909152947 -0.00069479361998131127 -0.00023934896301839537 -0.00086282243620353538 0.00063408133719193669 0.00024434159656226516
leaf_weight=0.0013433452199762197 0.0010474447190905968 0.0010171644184910891 0.0010042763379565839 0.0016223470766869666 0.0013264890395085422 0.0012159098137470301 0.001910349107629509 0.0010032757534473137 0.0010205351086144399 0.0014701208802329179 0.0011227558872779 0.0014591395488915103 0.0019907571485072327
leaf_count=335 375 37 366 107 188 214 138 178 114 478 318 82 191
internal_value=0 2.85772e-05 7.17914e-05 0.000118284 0.000480083 3.318e-05 -3.33008e-05 -0.000112767 -4.20694e-05 4.81171e-05 -0.00028562 0.000215399 0.000409183
internal_weight=0 0.0175065 0.0164893 0.015485 0.00294884 0.0125362 0.0113203 0.00940993 0.00840665 0.00738612 0.0024661 0.00492002 0.0034499
internal_count=3121 2746 2709 2343 295 2048 1834 1696 1518 1404 653 751 273
is_linear=0
shrinkage=0.00170698


Tree=2873
num_leaves=13
num_cat=0
split_feature=484 15 457 403 12 43 12 160 43 43 16 0
split_gain=0.000101907 0.000121336 9.60168e-05 0.00012378 0.000133516 0.000230112 0.000181409 0.000129739 0.00011914 0.000141538 0.000116057 0.000111552
threshold=-0.0068949999999999992 -0.24436499999999997 -0.0029299999999999994 -1.0000000180025095e-35 0.092355000000000007 -0.15323999999999996 0.10312500000000001 0.098320000000000005 -0.092909999999999979 -0.04890499999999999 -0.056919999999999991 -0.10224499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 -4 7 -6 -7 8 -5 -10 11 -11
right_child=1 2 3 4 5 6 -8 -9 9 10 -12 -13
leaf_value=-0.00052358219037038555 0.00056273917000667392 -0.00054279809431304624 -0.0005835661012844011 -0.00018800446233931356 0.00044283666320888782 -0.0010145040403216231 -3.3970475400212762e-05 -0.00044187847771360336 0.00081060333395856405 6.2996998213574263e-05 -0.00014093655559588899 0.00070392792835795087
leaf_weight=0.0012102766056735414 0.001165399824188929 0.0010777718251112527 0.0010372533250237711 0.0017201542080605052 0.0010582095434515382 0.0012617242461651886 0.0011263588867301381 0.0010103531210838785 0.0015323027873564363 0.0016411334128305657 0.001997435410882356 0.0017913081460347834
leaf_count=503 232 148 683 112 74 298 136 76 334 113 202 210
internal_value=0 1.04079e-05 -3.179e-05 7.06021e-06 5.36871e-05 -0.000246547 -0.000552027 0.000160437 0.000230528 0.000333935 0.00019942 0.000397483
internal_weight=0 0.0164194 0.015254 0.0141762 0.013139 0.00344629 0.00238808 0.00969269 0.00868233 0.00696218 0.00542988 0.00343244
internal_count=3121 2618 2386 2238 1555 508 434 1047 971 859 525 323
is_linear=0
shrinkage=0.00177594


Tree=2874
num_leaves=10
num_cat=0
split_feature=48 4 151 15 49 0 52 13 2
split_gain=4.12101e-05 8.31142e-05 9.12931e-05 9.9255e-05 8.59299e-05 0.00024974 0.000118872 0.000106381 9.72434e-05
threshold=0.11951500000000001 0.40473500000000007 -0.024429999999999997 -0.10324499999999999 -0.069799999999999987 -0.10011499999999998 0.083680000000000018 -0.0034749999999999994 0.089885000000000007
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 -5 -6 7 -7 -8
right_child=-2 -3 3 4 5 6 8 -9 -10
leaf_value=0.0030261242541489153 -0.0031300534140057774 0.0041018453640542605 -0.005361978373785597 -0.0038795178103414154 0.0063944201050207729 -0.00066915680484446502 0.0054029026150522784 -0.007171985195435839 -0.0012336490947107129
leaf_weight=0.0019557359459266505 0.0010696499198476197 0.0013559967192240474 0.0011814350130020758 0.0014617630416856875 0.0015310264635307654 0.0015620832461714263 0.0010059498063801631 0.0012186772372809909 0.0014918517749775845
leaf_count=453 114 278 201 125 177 705 478 321 269
internal_value=0 0.000240797 -0.00021812 -0.000889338 -0.000250491 0.000528525 -0.00117285 -0.00351904 0.00143912
internal_weight=0 0.0127645 0.0114085 0.00945279 0.00827135 0.00680959 0.00527856 0.00278076 0.0024978
internal_count=3121 3007 2729 2276 2075 1950 1773 1026 747
is_linear=0
shrinkage=0.0164962


Tree=2875
num_leaves=15
num_cat=0
split_feature=403 403 0 4 157 48 14 1 2 4 1 151 15 13
split_gain=0.000205568 0.00026646 0.0001798 0.000170964 0.000201075 0.000171974 0.000243026 0.000346366 0.000448703 0.000152359 0.000175138 0.00014949 0.000121949 5.92951e-05
threshold=0.10301500000000001 0.03138500000000001 0.15398500000000004 -0.064804999999999988 -0.063304999999999986 0.11951500000000001 -0.10708499999999999 0.094385000000000011 0.090310000000000015 -0.14098499999999997 0.080585000000000004 -0.0067699999999999991 -0.040439999999999997 -0.072819999999999982
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 9 -5 6 -6 11 12 10 -1 -8 -9 -13
right_child=-2 -3 -4 4 5 -7 7 8 -10 -11 -12 13 -14 -15
leaf_value=0.00034466696367206341 -0.00082799566700925251 0.0007988002745990178 0.00064869873485732361 0.00081985229818568603 -0.00083643329033053439 -0.00077132411676894737 0.00013995604026073593 -0.00029673891549768385 0.0011989808680890649 -0.0010050640435102132 -0.00068351485810806678 -0.00028739246008908025 0.00048775251324982203 -0.00091453042509523266
leaf_weight=0.0011681806972734243 0.0010224418227163341 0.0015088141835923113 0.0012832521937357648 0.0010281947480219209 0.0010326777145972148 0.0010650669273920546 0.0015926153294214054 0.0017875381016486417 0.0018360098025592252 0.001171316510238535 0.0011856965157739374 0.0010043900807632736 0.0011609136377629392 0.0011470286670270538
leaf_count=67 202 174 47 349 86 74 169 190 227 724 217 258 50 287
internal_value=0 4.07705e-05 -2.87025e-05 -8.59685e-05 2.40326e-05 -5.29709e-05 2.70501e-05 0.000131605 0.000467586 -0.000449637 -0.000173249 -0.000297741 1.21441e-05 -0.000621751
internal_weight=0 0.0179717 0.0164629 0.0151796 0.0116544 0.0106262 0.00956117 0.0085285 0.00478446 0.00352519 0.00235388 0.00374403 0.00294845 0.00215142
internal_count=3121 2919 2745 2698 1690 1341 1267 1181 467 1008 284 714 240 545
is_linear=0
shrinkage=0.00188464


Tree=2876
num_leaves=13
num_cat=0
split_feature=403 52 376 47 43 4 13 51 2 2 1 2
split_gain=0.000110405 9.29246e-05 9.48371e-05 0.000107524 0.000118907 0.000168398 0.00015793 0.000113635 0.000118086 0.00015343 9.77968e-05 6.48946e-05
threshold=-1.0000000180025095e-35 -0.26636999999999994 0.048375000000000008 0.10621500000000002 -0.15582499999999996 -0.27825499999999997 -0.084319999999999992 0.08955500000000001 0.088225000000000012 0.092875000000000013 0.08844500000000001 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 -3 -6 10 8 11 -10 -7 -8
right_child=1 2 -4 -5 5 6 7 -9 9 -11 -12 -13
leaf_value=-0.00058288917195548518 -0.00041459007164601448 0.0005576008923019887 0.00056277249233122365 -0.00045248000542303074 -0.00066100274183566999 -0.00073455398056668513 0.00039563468780812319 -0.000261936994546697 0.0011100110041682291 0.00026613477303068114 -1.7447920260926524e-06 -0.00022769463830070092
leaf_weight=0.0010836182492665247 0.0014806084784334114 0.0015684404112529778 0.0012272445581161797 0.0014312071190995248 0.0011316370246519094 0.001028800995159237 0.0010156475502335941 0.0012269636312899432 0.0012118307400990624 0.0018714921799773188 0.0015713103822468108 0.0013001232039600869
leaf_count=756 330 146 157 136 97 364 70 123 123 308 195 316
internal_value=0 2.64508e-05 7.12244e-05 2.60623e-05 8.34897e-05 1.1697e-05 9.42071e-05 0.00024564 0.000360988 0.000597801 -0.0002917 4.56843e-05
internal_weight=0 0.0160653 0.0145847 0.0133575 0.0119262 0.0103578 0.00922617 0.00662606 0.00539909 0.00308332 0.00260011 0.00231577
internal_count=3121 2365 2035 1878 1742 1596 1499 940 817 431 559 386
is_linear=0
shrinkage=0.00184769


Tree=2877
num_leaves=10
num_cat=0
split_feature=41 0 4 157 16 1 0 43 2
split_gain=3.98287e-05 5.83932e-05 0.000148752 8.55061e-05 7.90043e-05 0.000105255 0.000112863 0.000112407 9.27337e-05
threshold=1.0000000180025095e-35 -0.019414999999999998 -0.49405499999999997 -0.077609999999999985 -0.056919999999999991 0.077565000000000009 -0.20211999999999997 -0.0037449999999999996 0.086885000000000004
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 3 -3 -1 5 -5 -7 -8 -6
right_child=-2 2 -4 4 8 6 7 -9 -10
leaf_value=0.0043578130876814388 -0.0033994210432201767 -0.0027457377871626916 0.0060104367298858818 -0.0039652605310807418 -0.007229143544484745 -0.0021394893485124893 -0.00032463722932099315 0.0068952040510856238 -0.00056599431064664329
leaf_weight=0.0011238082774001042 0.0010691722834536574 0.0010481873628804816 0.0016672893191145661 0.0015261242590948743 0.0012384887290896754 0.0017261642498803687 0.0012706862967414613 0.0016367492056278124 0.0015727097802959728
leaf_count=310 173 130 191 797 378 102 284 233 523
internal_value=0 0.000259613 0.00263051 -0.000378157 -0.000971443 0.000183225 0.00154957 0.00373979 -0.00350148
internal_weight=0 0.0128102 0.00271548 0.0100947 0.00897092 0.00615972 0.0046336 0.00290744 0.0028112
internal_count=3121 2948 321 2627 2317 1416 619 517 901
is_linear=0
shrinkage=0.0182132


Tree=2878
num_leaves=16
num_cat=0
split_feature=1213 50 15 48 48 0 133 1 47 160 0 160 2 52 13
split_gain=0.000519502 0.000195206 0.000213702 0.00019912 0.000151463 0.000211097 0.000272339 0.000257124 0.000323429 0.000236585 0.000182812 0.000147252 0.000130755 0.000175862 7.60456e-05
threshold=-1.0000000180025095e-35 0.10647500000000001 -0.24436499999999997 0.11951500000000001 -0.086869999999999989 -0.10607499999999999 -0.085499999999999979 0.093205000000000024 0.090100000000000013 -1.0000000180025095e-35 -0.08824499999999999 0.083670000000000008 0.10097500000000002 0.083680000000000018 -0.0030199999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 -4 7 -7 11 -9 -8 -11 -6 13 14 -12
right_child=1 -3 3 -5 5 6 9 8 -10 10 12 -13 -14 -15 -16
leaf_value=-0.0011750434947412473 0.00079450224233387214 -0.00068654008953616258 -0.00053805585065414127 -0.00067383653901148966 0.00043627920482678132 0.00075357189612431524 -0.00087651857100753353 0.0014983096168954759 0.00017961018940708515 -0.00052648308344921456 0.00033654845350922902 -0.00041042723197603879 -0.00021837350099270574 0.00077690789591896041 -0.00033406815753502883
leaf_weight=0.0011014029855337245 0.0012418788935797667 0.0010165424322801193 0.0010615623930722564 0.0010893828921629814 0.0014005305425130064 0.0012430280749923398 0.0010895204105164022 0.0011806653832087954 0.0010791909673741884 0.0015917040936260828 0.0010300722635817119 0.0011210885528727399 0.0019729912425549834 0.0015716931767912889 0.001020395611356288
leaf_count=491 223 305 76 67 116 226 465 139 28 133 249 65 240 195 103
internal_value=0 5.54234e-05 9.80509e-05 4.54787e-05 9.64868e-05 0.000143589 -6.3323e-06 0.000442067 0.000868567 -0.000120462 -5.84482e-06 5.98413e-05 0.000142266 0.000338706 2.82255e-06
internal_weight=0 0.0187102 0.0176937 0.0164518 0.0153624 0.0143009 0.0095194 0.00478148 0.00225986 0.00827638 0.00718686 0.00252162 0.00559515 0.00362216 0.00205047
internal_count=3121 2630 2325 2102 2035 1959 1611 348 167 1385 920 181 787 547 352
is_linear=0
shrinkage=0.00174112


Tree=2879
num_leaves=11
num_cat=0
split_feature=14 15 131 151 16 12 15 52 4 15
split_gain=4.16089e-05 6.39638e-05 6.91956e-05 5.32106e-05 8.23895e-05 0.00012336 8.12983e-05 0.000146534 8.12244e-05 0.000123983
threshold=-0.22253999999999999 -0.10653 0.088495000000000004 -0.077429999999999985 -0.094359999999999986 0.088930000000000023 0.088655000000000025 -0.10925999999999998 -0.084134999999999988 -0.070929999999999979
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 5 -5 7 -6 -9 -10
right_child=1 2 -4 4 6 -7 -8 8 9 -11
leaf_value=-0.0039696041855049663 0.0038017789460306939 0.0040186660896804807 -0.0051203968684699758 -0.0076668286516613279 -0.0048987840271184895 0.0015246542548124783 -0.0042209927299834494 0.00049234055566695968 0.0010898441420685405 0.010431876813378907
leaf_weight=0.0010030884892479703 0.0017969702078678177 0.0013062289879777105 0.0010813278663242961 0.0013083637605908315 0.0010331788931370002 0.001076037697336699 0.0010570622527907581 0.0019197910722350978 0.0010733237692632919 0.0012359243652218567
leaf_count=133 392 343 367 196 310 124 493 297 181 285
internal_value=0 0.000282314 -0.000287899 0.000234135 -0.000333839 -0.00351888 0.000867945 0.0018902 0.00354879 0.00608976
internal_weight=0 0.0128882 0.0110912 0.0100099 0.00870368 0.0023844 0.00631928 0.00526222 0.00422904 0.00230925
internal_count=3121 2988 2596 2229 1886 320 1566 1073 763 466
is_linear=0
shrinkage=0.0201088


Tree=2880
num_leaves=15
num_cat=0
split_feature=1 48 151 0 1 2 47 2 3 3 4 1 1 0
split_gain=0.000147914 0.000188071 0.000228208 0.000170634 0.000284998 0.000248584 0.000194713 0.000264462 0.00021351 0.000130926 0.000110595 8.17646e-05 0.000132245 4.47375e-05
threshold=0.14000500000000002 0.12879500000000002 0.06617000000000002 0.18019500000000002 0.077565000000000009 0.10097500000000002 0.087235000000000021 0.11474000000000002 0.088060000000000013 -0.084074999999999997 0.09173000000000002 0.086560000000000012 0.097115000000000021 -0.085804999999999979
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 9 7 8 11 -1 -8 -6 -13 -11
right_child=-2 -3 -4 -5 6 -7 10 -9 -10 13 -12 12 -14 -15
leaf_value=-0.00064884197324860122 0.0006044484014045287 -0.00081063049765663412 0.00080747989452823474 0.00064316942415625035 0.00071904327370033122 -0.0012250147191654329 -0.00078166506009255199 0.001077460185241332 -0.00042234458138062171 -0.00020830814866944485 -5.7978123344062773e-05 -0.00023701308219663061 0.00053248240163593678 0.00032127849545580164
leaf_weight=0.0015598755153943219 0.0011763252482509699 0.0010286730650232992 0.0010439895084895642 0.0010370992182073572 0.0011551921136551679 0.0011251217525006644 0.0011199394286691838 0.0010135832568214176 0.0019133505318504884 0.0010982246004725264 0.0018174172254952214 0.0014570540736803667 0.0014745265749983852 0.0010000726071364686
leaf_count=616 124 73 119 35 131 309 167 159 120 351 60 326 248 283
internal_value=0 -5.87335e-05 -1.27367e-05 -6.70308e-05 -0.000117019 -0.000480395 5.76487e-05 0.000221631 7.70582e-05 -0.000251377 -0.000333902 0.000310869 0.000150028 4.40989e-05
internal_weight=0 0.0178441 0.0168154 0.0157715 0.0147344 0.00478329 0.00995106 0.00701371 0.00600012 0.00365817 0.00293736 0.00408677 0.00293158 0.0020983
internal_count=3121 2997 2924 2805 2770 1559 1211 984 825 1250 227 705 574 634
is_linear=0
shrinkage=0.00181146


Tree=2881
num_leaves=14
num_cat=0
split_feature=403 48 457 16 16 151 159 1 43 13 16 52 4
split_gain=9.0438e-05 9.44183e-05 0.000108518 0.000187404 0.000143812 0.000163988 0.000160754 0.000160735 0.00017015 0.000271316 0.000209063 0.000122878 0.00016971
threshold=-1.0000000180025095e-35 -0.081134999999999999 -0.0029299999999999994 -0.48836499999999994 -0.27167499999999994 -0.0052199999999999989 -0.032739999999999991 0.12500000000000003 -0.084004999999999982 0.18141000000000002 0.22339500000000004 0.024145000000000003 0.053180000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 -4 -5 -6 -7 8 9 -8 11 12 -10
right_child=1 2 3 4 5 6 7 -9 10 -11 -12 -13 -14
leaf_value=-0.00050824259494273408 -0.00051567999699676835 -0.0004977473190134567 0.00061670254531525953 -0.00062885687886720493 0.00056993482932467992 -0.00068267793065264818 0.0008166838334332558 0.00065824782518965764 -0.00058612636171723122 -0.00034863494801853153 -0.00085396250722039318 0.0005012794903173375 0.00029968511616807435
leaf_weight=0.0011245814428946259 0.0010042496236191923 0.0010772670887831621 0.0018363984484900163 0.00102268660622517 0.0017321931830508739 0.0010405847173760594 0.0015121456500841292 0.0012046280944866435 0.0016262842630104897 0.0010803667920641913 0.0012644270694381343 0.0010359851550042487 0.0011750222075160854
leaf_count=756 99 226 202 113 242 315 170 92 255 63 279 235 74
internal_value=0 1.2152e-05 4.61137e-05 8.64341e-05 9.72387e-06 6.56773e-05 -2.2202e-05 5.50305e-05 -3.94107e-05 0.000331065 -0.000227674 -2.13049e-05 -0.000214568
internal_weight=0 0.0166122 0.015608 0.0145307 0.0126943 0.0116716 0.00993944 0.00889886 0.00769423 0.00259251 0.00510172 0.00383729 0.00280131
internal_count=3121 2365 2266 2040 1838 1725 1483 1168 1076 233 843 564 329
is_linear=0
shrinkage=0.00177594


Tree=2882
num_leaves=15
num_cat=0
split_feature=484 403 403 42 12 160 151 43 3 0 3 0 3 0
split_gain=0.000153574 0.000172313 0.000203418 0.000154622 0.000245263 0.000200991 0.000268786 0.000233047 0.000169562 0.000198486 0.000208335 0.000137636 0.000119601 0.00010787
threshold=-0.0068949999999999992 0.10301500000000001 0.03138500000000001 -1.0000000180025095e-35 1.0000000180025095e-35 -0.082299999999999984 -0.090369999999999992 -0.074359999999999996 -0.11255999999999998 -0.10096999999999999 0.10732000000000001 -0.14920999999999998 -0.081234999999999988 -0.23091999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 -5 -7 12 -9 11 -11 13 -8 -10
right_child=1 -3 -4 5 -6 6 7 8 9 10 -12 -13 -14 -15
leaf_value=-0.00059081634333776032 0.00013937779495667071 -0.00066569109542098301 0.00069827227645189978 -0.0005181997540607958 -0.0010553369975794538 -0.0006186806374902144 0.00038515876585858372 0.00063151650406086156 0.00037627861531243741 -0.0010675874122711045 3.0382605697804244e-05 0.00057745818902685123 0.0011238728201403481 -0.00036792025778071365
leaf_weight=0.0014002154653538273 0.0011248134455840381 0.0010897877141752129 0.0014534628074423508 0.0015974998257766515 0.0010458693129875556 0.0012767706946528153 0.0017741015622716183 0.0014609013589398385 0.0010147510966556084 0.0010052893978312848 0.0011905616673119276 0.0016964753442383334 0.0011325338717317968 0.0015566319998636668
leaf_count=503 85 192 154 395 551 106 157 148 33 393 65 84 198 57
internal_value=0 1.92815e-05 6.23565e-05 4.13856e-06 -0.000436255 7.38881e-05 0.000152007 0.000242854 8.50865e-05 -3.84154e-05 -0.000472282 0.000184813 0.000672989 -7.42353e-05
internal_weight=0 0.0184195 0.0173297 0.0158762 0.00217068 0.0137055 0.012108 0.0108312 0.00792461 0.00646371 0.00219585 0.00426786 0.00290664 0.00257138
internal_count=3121 2618 2426 2272 636 1636 1241 1135 780 632 458 174 355 90
is_linear=0
shrinkage=0.00177594


Tree=2883
num_leaves=10
num_cat=0
split_feature=1 12 47 3 13 150 3 43 52
split_gain=4.2138e-05 8.8406e-05 6.66898e-05 0.000105117 0.000122107 0.000188047 0.00012159 0.000127235 3.60499e-05
threshold=0.12500000000000003 0.10866500000000003 0.096175000000000024 0.10299500000000002 -0.086919999999999983 0.086615000000000011 -0.08824499999999999 -0.070064999999999975 0.08976000000000002
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 6 8 -8 -6
right_child=-2 -3 -4 -5 5 -7 7 -9 -10
leaf_value=-0.0046825737696492365 0.0026270790890222718 -0.0056188134272316488 -0.0042236532139142899 0.0046303764912783429 -0.0035516639722916986 -0.0063839150882630093 0.0097357694915817649 0.0018028564515059702 0.0014261361997008541
leaf_weight=0.0018224454945510579 0.0018579569184394946 0.0010774334175427834 0.0011647767300337905 0.0018599419208037435 0.0010866062711134268 0.0010599842455890083 0.0011549290492620088 0.0019545259529568908 0.0010060805627365617
leaf_count=448 279 201 216 135 410 185 486 663 98
internal_value=0 -0.000436415 6.61999e-05 0.00056866 -0.000365781 0.00089052 0.00237275 0.00474934 -0.00115854
internal_weight=0 0.0121867 0.0111093 0.00994451 0.00808457 0.00626213 0.00520214 0.00310946 0.00209269
internal_count=3121 2842 2641 2425 2290 1842 1657 1149 508
is_linear=0
shrinkage=0.018949


Tree=2884
num_leaves=11
num_cat=0
split_feature=48 50 4 13 52 151 1 4 13 52
split_gain=3.96765e-05 8.25294e-05 0.000139898 9.11945e-05 0.00010438 7.19389e-05 9.36595e-05 0.000125207 9.59683e-05 6.5301e-05
threshold=0.11951500000000001 0.088425000000000017 0.40473500000000007 -0.017449999999999997 -0.020999999999999994 -0.024429999999999997 0.080585000000000004 0.0061450000000000003 0.043850000000000007 0.083680000000000018
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 -5 8 -8 -7 -6
right_child=-2 -3 -4 5 9 6 7 -9 -10 -11
leaf_value=0.0025596771096683063 -0.0036463832964647356 -0.004713731618152135 0.0075255352288814128 0.0057167338360482435 -0.0072831068192650899 0.0080208833589938879 -0.0070405097111910717 0.0013603686398007829 -0.00029936739462322942 -0.0014020868019855213
leaf_weight=0.001268924457901683 0.0010866300507303148 0.0011708914932291427 0.0010830260267684728 0.0012961258269125545 0.0014020440768137731 0.0010219498602548902 0.0010985232301109985 0.0018519955252005449 0.0011396548366720168 0.0015396531795672883
leaf_count=408 114 521 253 174 388 365 223 77 170 428
internal_value=0 0.000276534 0.000775859 8.74554e-05 -0.00216641 0.00156839 0.000516615 -0.00176741 0.00363423 -0.00420504
internal_weight=0 0.0128728 0.0117019 0.0106189 0.00421062 0.00640825 0.00511212 0.00295052 0.0021616 0.0029417
internal_count=3121 3007 2486 2233 1224 1009 835 300 535 816
is_linear=0
shrinkage=0.0197145


Tree=2885
num_leaves=11
num_cat=0
split_feature=1 0 15 14 15 15 151 13 15 16
split_gain=4.2418e-05 9.89292e-05 0.000115873 5.47761e-05 9.12364e-05 8.29656e-05 0.000111654 0.00011986 0.000120691 5.23069e-05
threshold=0.077565000000000009 -0.059114999999999994 0.088235000000000022 -0.22253999999999999 -0.10653 -0.095869999999999983 -0.024429999999999997 -0.0025349999999999995 -1.0000000180025095e-35 0.19444000000000003
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -2 -5 -6 -7 -8 -9 -3
right_child=3 9 -4 4 5 6 7 8 -10 -11
leaf_value=-0.010318069375834165 -0.0039109128099620999 -0.0017564948260469383 -0.0005415154096622502 0.0060118787573763856 -0.005345679639847503 0.0069226268114753022 0.0039194813912900922 0.00079211697588724194 -0.0084523645508620855 0.0045712664983042104
leaf_weight=0.0010013184696803859 0.0010005248931884104 0.0012213751313453506 0.0012304326974043878 0.0015665093277790138 0.001009756403440587 0.0012509102407128039 0.001813965452419831 0.0014827647126610666 0.0011356682465447428 0.0011597541135530687
leaf_count=1104 132 108 356 257 53 229 483 89 242 68
internal_value=0 -0.00169997 -0.00492796 0.00080471 0.00137594 0.000290897 0.00129235 -0.000296624 -0.0032174 0.00132551
internal_weight=0 0.00461288 0.00223175 0.0092601 0.00825957 0.00669307 0.00568331 0.0044324 0.00261843 0.00238113
internal_count=3121 1636 1460 1485 1353 1096 1043 814 331 176
is_linear=0
shrinkage=0.0213396


Tree=2886
num_leaves=15
num_cat=0
split_feature=124 12 48 484 2 52 12 2 3 4 151 48 3 1
split_gain=0.000183 0.000221284 0.000204024 0.000186743 0.000150425 0.000201719 0.000230012 0.000156414 0.000218618 0.000210327 0.00016057 0.000187048 0.000157008 0.000104485
threshold=0.0049200000000000008 0.11650500000000001 0.12879500000000002 -0.0068949999999999992 0.11548000000000001 0.11125500000000001 0.097825000000000009 0.088225000000000012 -0.078934999999999991 -0.0016099999999999997 -0.044604999999999992 0.090390000000000012 -0.059315 0.086455000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 6 7 8 -5 -10 -9 12 -12 -14
right_child=-2 -3 -4 4 -6 -7 -8 10 9 -11 11 -13 13 -15
leaf_value=-0.00067753326263486917 0.00073572184096737218 -0.00086333245350377833 -0.0006963202174094875 -0.00074842168496146091 0.00060575983138976984 -0.00055908576477551241 0.00075644138636970018 -0.00042563103580577403 0.00067280646331120697 -0.00033046349977963589 -0.00020565413429361675 0.0010125926218089941 0.00092570452082478809 0.00011174324664561085
leaf_weight=0.0010728344511464786 0.0010353777639606132 0.0010289105698150355 0.0012813511608095176 0.0016866033883331617 0.0017405819724002304 0.0016241869056461767 0.001618897534030145 0.0010718453723440879 0.0011497445238399517 0.0016987791187001314 0.0019370652395170641 0.0010859710287856039 0.0010177696071362874 0.0010528021360358686
leaf_count=458 72 142 75 727 266 333 201 122 131 122 289 80 43 60
internal_value=0 -4.62434e-05 3.63241e-07 5.3636e-05 0.000103649 4.09713e-05 0.000120082 2.38069e-05 -0.000231552 7.44846e-05 0.000211642 0.000345743 0.000165043 0.000511838
internal_weight=0 0.0190673 0.0180384 0.0167571 0.0156842 0.0139437 0.0123195 0.0107006 0.00453513 0.00284852 0.00616545 0.00509361 0.00400764 0.00207057
internal_count=3121 3049 2907 2832 2374 2108 1775 1574 980 253 594 472 392 103
is_linear=0
shrinkage=0.00181146


Tree=2887
num_leaves=15
num_cat=0
split_feature=403 151 132 160 43 42 43 1 1 2 0 0 51 16
split_gain=9.65877e-05 0.000118381 0.000163284 0.000184862 0.000212185 0.000277738 0.000152209 0.000148346 0.000166676 0.000171647 0.000132817 0.000118652 0.000111853 4.60189e-05
threshold=-1.0000000180025095e-35 -0.083274999999999988 0.081465000000000024 -1.0000000180025095e-35 0.16180500000000003 -1.0000000180025095e-35 0.016310000000000002 0.094385000000000011 0.089105000000000018 0.092480000000000021 -0.20211999999999997 -0.10151999999999999 -0.057604999999999996 -0.016164999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 13 3 12 5 -5 7 8 9 -7 -9 -12 -3 -2
right_child=1 2 -4 4 -6 6 -8 10 -10 -11 11 -13 -14 -15
leaf_value=-0.00051855628953733171 -0.00060433138483432863 4.4714782087753638e-06 0.00075856218221983206 -0.00049962224558070401 -0.00064760851587093693 0.00057210858085162514 0.00092391877882393582 -1.3667699423775869e-05 -0.00062950892374404326 -0.0003160065643037112 0.0011533609075828554 0.00037414650169653084 -0.00078195151137550999 -8.6726710344050314e-05
leaf_weight=0.0011266383993258139 0.0011821689946456895 0.0010257289889509611 0.0010285818812341566 0.0015357614087573223 0.0010346786770046726 0.0016685853288310121 0.0011420933059746452 0.0011570673171545946 0.0010228765399480366 0.0011659881439328168 0.0010924963332712518 0.0014141177074950472 0.0012850395037284695 0.0010000300153074305
leaf_count=756 126 196 190 189 148 196 79 56 57 114 87 281 419 227
internal_value=0 1.86349e-05 7.64003e-05 2.45961e-05 0.000118696 0.000196437 0.00031983 0.000228098 -1.49731e-05 0.000206787 0.000484026 0.000713764 -0.000432866 -0.00036713
internal_weight=0 0.0167552 0.014573 0.0135444 0.0112337 0.010199 0.00866322 0.00752113 0.00385745 0.00283457 0.00366368 0.00250661 0.00231077 0.0021822
internal_count=3121 2365 2012 1822 1207 1059 870 791 367 310 424 368 615 353
is_linear=0
shrinkage=0.00177594


Tree=2888
num_leaves=11
num_cat=0
split_feature=484 151 4 160 133 42 47 1 1 0
split_gain=4.01298e-05 6.19764e-05 0.000154887 7.88507e-05 0.00011698 6.64137e-05 0.000107496 0.00014633 8.29874e-05 8.44779e-05
threshold=-1.0000000180025095e-35 -0.090369999999999992 0.40473500000000007 -0.082299999999999984 -0.0061299999999999992 0.088200000000000014 0.09550500000000002 0.091195000000000012 0.077565000000000009 0.041630000000000007
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 -5 6 7 8 9 -6
right_child=1 2 -4 4 5 -7 -8 -9 -10 -11
leaf_value=-0.0037139427226947396 -0.0043380938196666404 -0.0044839087530154087 0.0076703159526652171 -0.004101200031050925 -0.0042499335148410786 0.0047394103055223274 0.0062678682742598867 -0.0049734219454119306 0.0062459269571304779 0.0035129001843687757
leaf_weight=0.0010215566143435004 0.0010074102104744584 0.00131001387728943 0.0010699606861663729 0.0016535103388235972 0.001041199399895127 0.001865544010921389 0.0010248843322799572 0.0018200926880814899 0.0010821720892911224 0.0010536337622397696
leaf_count=515 169 400 259 646 285 374 61 284 100 28
internal_value=0 0.000265316 0.000654337 -3.74692e-05 0.000573041 0.00155293 0.000565794 -0.000603678 0.00189973 -0.000345478
internal_weight=0 0.0129284 0.011921 0.0108511 0.00954104 0.00788753 0.00602198 0.0049971 0.00317701 0.00209483
internal_count=3121 2606 2437 2178 1778 1132 758 697 413 313
is_linear=0
shrinkage=0.0193279


Tree=2889
num_leaves=14
num_cat=0
split_feature=403 52 1 47 13 2 2 48 150 4 0 4 3
split_gain=9.41943e-05 0.000110925 0.000138284 0.000146428 0.000110106 0.000118649 0.000112607 0.000104637 0.000164451 0.000136477 0.000272942 0.00022062 0.000102123
threshold=-1.0000000180025095e-35 -0.40306999999999998 0.13436000000000001 0.10621500000000002 -0.084319999999999992 0.116525 0.10613000000000002 0.092475000000000016 0.086615000000000011 -1.0000000180025095e-35 -0.10224499999999999 -0.047864999999999991 -0.091354999999999978
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 6 7 -3 8 9 11 -11 12 -6
right_child=1 2 -4 -5 5 -7 -8 -9 -10 10 -12 -13 -14
leaf_value=-0.00055201155613536404 -0.00057366511387596064 8.0165894128432863e-05 0.00068283610413558268 -0.00057285083424869396 -0.00031679553028630112 0.00075657425276039528 -0.00058947738224710965 0.0005944821570699352 -0.00065932209644183797 -0.00092944171067197443 0.00035395235592230675 0.001087113763742031 0.00041243209086597144
leaf_weight=0.0010416271639912085 0.0010042728668294689 0.0019900993569218527 0.0011280586344353952 0.0013302889633083357 0.0012272971684407104 0.0010652350877122041 0.0015061242703573799 0.0012462410470049992 0.0010538005398449159 0.0010249817949734563 0.0012626263437274868 0.0010136364143880638 0.0014075341720979674
leaf_count=756 304 441 191 126 118 123 107 102 128 63 135 200 327
internal_value=0 2.11386e-05 6.02936e-05 1.05858e-05 7.12332e-05 0.000176308 -0.000208307 0.000101258 1.33197e-05 0.00013273 -0.000221083 0.000354573 7.27599e-05
internal_weight=0 0.0162602 0.0152559 0.0141279 0.0127976 0.00930135 0.00349622 0.00823612 0.00698988 0.00593608 0.00228761 0.00364847 0.00263483
internal_count=3121 2365 2061 1870 1744 1196 548 1073 971 843 198 645 445
is_linear=0
shrinkage=0.00184769


Tree=2890
num_leaves=10
num_cat=0
split_feature=11 48 0 151 2 2 15 3 1
split_gain=4.39579e-05 5.64609e-05 0.000122633 0.000118604 9.38787e-05 6.59212e-05 6.18263e-05 9.41856e-05 0.000110994
threshold=0.081790000000000015 0.016865000000000002 -0.20211999999999997 -0.00099499999999999979 0.11237500000000002 0.10136500000000002 -0.016799999999999995 -0.059315 0.078340000000000007
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 3 -3 -1 5 6 -5 8 -8
right_child=-2 2 -4 4 -6 -7 7 -9 -10
leaf_value=-0.0066585335248611835 -0.0038594347589955575 -0.0014799930873442479 0.005607385481080634 -0.002624922806074606 0.0052731383453750464 -0.0049484122719277253 -0.004050777357936703 0.0055447879067310789 0.0041881651870787117
leaf_weight=0.0010441010620249524 0.0010339703623013516 0.0017048596849149611 0.0019611723649247811 0.0019273532171985956 0.0011916684403798011 0.0010961337461672244 0.0014819739725097621 0.0014373157384417468 0.0010391600902294254
leaf_count=314 175 82 498 469 294 146 711 107 325
internal_value=0 0.000282595 0.00231146 -0.000524315 0.000259273 -0.000596487 0.000213987 0.00159624 -0.000654853
internal_weight=0 0.0128837 0.00366603 0.00921771 0.00817361 0.00698194 0.0058858 0.00395845 0.00252113
internal_count=3121 2946 580 2366 2052 1758 1612 1143 1036
is_linear=0
shrinkage=0.0193279


Tree=2891
num_leaves=11
num_cat=0
split_feature=150 151 151 4 43 43 12 16 16 12
split_gain=3.98795e-05 0.000146385 0.0001249 8.03719e-05 7.8787e-05 0.000134991 9.65312e-05 0.000137622 7.63355e-05 5.94759e-05
threshold=0.081835000000000019 -0.033849999999999991 -0.024429999999999997 0.40473500000000007 -0.074359999999999996 -0.092909999999999979 0.090020000000000017 -0.056919999999999991 -0.091354999999999978 0.091475000000000015
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -2 4 5 9 7 8 -6 -3
right_child=2 3 -4 -5 6 -7 -8 -9 -10 -11
leaf_value=-0.0077887510639650919 0.0071622825049103252 -0.0046487092628613655 -0.0025522807650527036 0.0059019101758914002 -0.00043278831204120985 0.0080230355082862408 -0.0059626093209457932 -0.0053495681002503574 0.0074663511865234863 0.0024739015117687555
leaf_weight=0.0011925769568536934 0.0012945099523915052 0.0010816349075833693 0.0012160726531487845 0.0010744892256668382 0.0012259232937245751 0.0012184256768025623 0.0019069570235052406 0.0013929505561439274 0.0010994221816612683 0.0011417441175897644
leaf_count=247 274 170 146 227 208 431 654 298 297 169
internal_value=0 -0.000575195 0.00245676 0.00027307 -0.000393974 0.00219996 -0.00198107 6.08943e-05 0.00330192 -0.000991124
internal_weight=0 0.0113341 0.00251058 0.0101415 0.00906706 0.0034418 0.00562525 0.0037183 0.00232535 0.00222338
internal_count=3121 2701 420 2454 2227 770 1457 803 505 339
is_linear=0
shrinkage=0.0217664


Tree=2892
num_leaves=14
num_cat=0
split_feature=0 1 2 3 147 52 52 151 14 0 16 16 15
split_gain=0.000156139 0.000153623 0.000227784 0.00023841 0.000133302 0.000115731 0.000179755 0.000115555 0.000118237 0.000196011 0.000112592 0.000235851 9.83747e-05
threshold=0.18019500000000002 0.077565000000000009 0.10613000000000002 -0.084074999999999997 0.087210000000000024 -0.28430999999999995 -0.081429999999999989 -0.044604999999999992 -0.10708499999999999 -0.13027499999999997 -0.088394999999999987 -0.056919999999999991 0.083935000000000023
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 -3 -7 -8 -9 -10 -11 -12 -5
right_child=-2 4 -4 12 -6 6 7 8 9 10 11 -13 -14
leaf_value=-0.00068458428169052585 0.00067323834393991045 -0.00054868014153608815 -0.0010805791157044574 -0.00012867633855433885 0.00068659583060558737 0.00063868877547972383 -0.00050212750946509403 -0.00050278762632918208 0.0006390580316550929 -0.0004393322737765628 0.00070120015155675816 -0.00043706973740067757 0.0005974806732354206
leaf_weight=0.0015427029995862245 0.0010183364526583178 0.0011450866121201506 0.0010343207585750622 0.0012588618109208314 0.0010019438050788984 0.0014938516015607925 0.0014829109084466578 0.0010580004911558997 0.0018724788194057233 0.0016210228474532453 0.0013003846031055554 0.0011047949473453138 0.0011917063550460766
leaf_count=653 36 161 242 417 111 222 130 88 151 218 197 195 300
internal_value=0 -5.68818e-05 -0.000322966 -0.000126732 5.38557e-05 -3.36936e-06 5.94918e-05 -4.3029e-05 5.4834e-05 0.00015485 -7.03418e-05 0.000178347 0.000224452
internal_weight=0 0.0171081 0.00502759 0.00399327 0.0120805 0.0110785 0.00993344 0.00843959 0.00695668 0.00589868 0.0040262 0.00240518 0.00245057
internal_count=3121 3085 1612 1370 1473 1362 1201 979 849 761 610 392 717
is_linear=0
shrinkage=0.00181146


Tree=2893
num_leaves=16
num_cat=0
split_feature=403 403 42 39 13 48 4 1 47 52 1 51 1 1 47
split_gain=0.000138084 0.000170605 0.000154837 0.000188185 0.000174211 0.000179031 0.000254616 0.000241878 0.00023857 0.000232769 0.000242186 0.000206168 0.000234964 0.000133443 4.44319e-05
threshold=0.10301500000000001 0.03138500000000001 -1.0000000180025095e-35 0.0046100000000000004 0.15641500000000003 0.12879500000000002 -0.033174999999999989 0.077845000000000011 0.087235000000000021 0.10160000000000001 0.080585000000000004 0.086685000000000012 0.111945 0.09202500000000001 0.10589000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 6 9 -8 11 10 -4 12 13 -9 -10
right_child=-2 -3 4 -5 -6 -7 7 8 14 -11 -12 -13 -14 -15 -16
leaf_value=-0.0010439892642729934 -0.00066271342466670273 0.00065538308598626612 0.00039999647163843649 6.7395849807243158e-05 0.00076462678322370651 -0.00071813489198233168 -0.00043304957018174754 0.00099387467277284574 -0.00033705184766693978 -0.0010979085878356555 -0.00068825484363088749 2.909406455446226e-05 0.0015833998219802329 5.1538329301118133e-05 0.0001704005258150104
leaf_weight=0.0010560047865497179 0.0010510487638542383 0.0013602521949695042 0.0016159796728311233 0.0010249938645952028 0.0010570779805339275 0.0011303308312624058 0.0015313069130206925 0.0010226045764510912 0.0012426655086791305 0.0010227840034893465 0.0012292049140723987 0.0013655980661126041 0.001087591663132641 0.0010295299770831934 0.0011199656847350505
leaf_count=620 202 174 271 63 49 73 487 99 62 201 318 92 187 138 85
internal_value=0 2.63858e-05 -2.53566e-05 -0.000496578 4.24839e-05 -1.44937e-05 5.03414e-05 0.000230984 0.000379039 -0.000341922 -7.01607e-05 0.000628417 0.000889088 0.000521116 -9.65026e-05
internal_weight=0 0.0178959 0.0165356 0.002081 0.0144546 0.0133976 0.0122672 0.00839926 0.00686796 0.00386797 0.00284518 0.00450532 0.00313973 0.00205213 0.00236263
internal_count=3121 2919 2745 683 2062 2013 1940 1150 663 790 589 516 424 237 147
is_linear=0
shrinkage=0.00184769


Tree=2894
num_leaves=15
num_cat=0
split_feature=403 403 0 403 160 4 151 42 43 16 0 12 3 160
split_gain=0.00016214 0.000166762 0.000144628 0.000135241 0.000150432 0.000212864 0.000152534 0.000177224 0.000164353 0.000210379 0.000183797 9.92342e-05 8.27689e-05 5.3255e-05
threshold=0.10301500000000001 0.03138500000000001 0.15398500000000004 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.033174999999999989 -0.090369999999999992 -1.0000000180025095e-35 -0.074359999999999996 -0.056919999999999991 -0.20211999999999997 0.083815000000000014 -0.081814999999999985 -0.087694999999999981
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 -5 -6 -8 12 10 -10 -12 -9 -7
right_child=-2 -3 -4 4 6 13 7 8 9 -11 11 -13 -14 -15
leaf_value=-0.00071361443963593692 -0.00072550140858248938 0.00064380831192214713 0.00056768214701394151 -0.0010564603005989814 -0.00058803959520398598 0.00025032149324604586 -0.00047261237300743025 0.00032580535911375216 -0.000133080004541214 -0.00039248473117626728 0.0010111618521983696 0.00028248196788975143 0.0010622740548273124 -0.00033796806176939154
leaf_weight=0.0010300115482606538 0.0010116915567477255 0.0013025397302511591 0.0012230824323661458 0.0010308016097480381 0.0010395460022135641 0.0010065148416076482 0.0013192935210168807 0.0010028103211531794 0.0016865692382924693 0.0019652486280947413 0.001216218650306754 0.0012370056637384663 0.0010001744333592794 0.0010132509731619757
leaf_count=752 202 174 47 201 98 288 206 162 68 244 107 92 223 257
internal_value=0 2.08633e-05 -3.05878e-05 -8.08876e-05 -3.26746e-05 -0.000386648 7.04909e-05 0.000143107 0.000243293 9.5568e-05 0.000327257 0.000643735 0.000693555 -4.48043e-05
internal_weight=0 0.0170731 0.0157705 0.0145474 0.0135174 0.00305057 0.0104669 0.00942732 0.00810803 0.00610504 0.00413979 0.00245322 0.00200298 0.00201977
internal_count=3121 2919 2745 2698 1946 746 1200 1102 896 511 267 199 385 545
is_linear=0
shrinkage=0.00181146


Tree=2895
num_leaves=12
num_cat=0
split_feature=14 131 49 2 40 3 2 3 2 0 49
split_gain=4.4605e-05 6.70642e-05 8.3743e-05 7.39107e-05 0.000108333 0.000126708 0.000217082 7.78405e-05 0.000130163 9.19141e-05 2.0944e-05
threshold=-0.22253999999999999 0.088610000000000008 0.10542000000000001 0.10912000000000001 -1.0000000180025095e-35 0.10299500000000002 0.092875000000000013 -0.078934999999999991 0.083995000000000014 -0.10224499999999999 -0.032624999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 6 7 8 -6 -9 -5
right_child=1 -3 -4 10 5 -7 -8 9 -10 -11 -12
leaf_value=-0.0040851601588838132 -0.0067775387889986655 -0.0041551465733340506 0.0061551119875494064 0.0016148311280812838 -0.0071602523264819515 0.006552769615377492 -0.008475820346265539 -0.00033985143365978311 0.002178835643962321 0.0071091539899606647 0.0055944640049291486
leaf_weight=0.0010165973989500763 0.0010159674401062435 0.0012413854842311918 0.0010583279610689002 0.0010911100245370453 0.0010155321556381926 0.0010914646758957459 0.0012240688409202909 0.00136294399125092 0.001487203638920977 0.0013171163279655034 0.0010487059240045079
leaf_count=133 176 420 261 109 351 70 352 81 710 206 252
internal_value=0 0.000289147 0.000760191 0.000224286 -0.000615358 0.000219571 -0.000859343 0.00093951 -0.00161068 0.00332096 0.00356522
internal_weight=0 0.0129538 0.0117124 0.0106541 0.0085143 0.00749833 0.00640686 0.0051828 0.00250274 0.00268006 0.00213982
internal_count=3121 2988 2568 2307 1946 1770 1700 1348 1061 287 361
is_linear=0
shrinkage=0.0201088


Tree=2896
num_leaves=15
num_cat=0
split_feature=50 48 4 403 52 1 43 16 49 42 52 15 12 43
split_gain=0.000154538 0.000151883 0.000198328 0.000147491 0.000106178 0.000115982 0.000161594 0.000147438 0.000192125 0.000159034 0.000127602 0.00011594 0.000139166 8.49162e-05
threshold=0.10647500000000001 0.11951500000000001 0.40473500000000007 -1.0000000180025095e-35 -0.40306999999999998 0.10089500000000001 -0.15582499999999996 0.15891500000000003 -0.069799999999999987 0.086325000000000013 -0.012164999999999999 -0.095869999999999983 0.081420000000000006 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -5 6 -6 8 -8 11 -7 -10 -13 -12
right_child=-2 -3 -4 4 5 10 7 -9 9 -11 13 12 -14 -15
leaf_value=-0.00065379461644302301 -0.00069597570656006733 -0.00060331937172356258 0.00072040860538474544 -0.00050035020826127074 0.00057297743144711232 0.00093199142158121586 -0.00050696403162991304 -0.00068169283323417092 -0.00014453709581009274 -0.00045078133593841557 -0.00021599434055927913 0.0010101524140161552 0.00020086090637800284 0.00046627318680956463
leaf_weight=0.0010089937730576063 0.0010128562610022427 0.0011529802988079476 0.0014335945184330073 0.001014389453859922 0.0013905910685239617 0.0010148318624003672 0.0017566474324318777 0.0011990781490639479 0.0011024729567359003 0.0010114420652778729 0.0010655948624872374 0.001219178121799276 0.0016286468139963006 0.0013659113079829569
leaf_count=692 333 75 255 269 94 155 137 94 108 331 59 93 368 58
internal_value=0 3.19442e-05 7.71252e-05 1.47202e-05 6.37098e-05 0.000108571 3.4612e-06 -9.65663e-05 7.86538e-06 0.000190135 0.000392457 0.000354236 0.000547325 0.000167273
internal_weight=0 0.0173644 0.0162114 0.0147778 0.0137688 0.0127544 0.00930806 0.00791747 0.00671839 0.00496174 0.00344634 0.0039503 0.00284782 0.00243151
internal_count=3121 2788 2713 2458 1766 1497 1225 1131 1037 900 272 569 461 117
is_linear=0
shrinkage=0.00181146


Tree=2897
num_leaves=13
num_cat=0
split_feature=0 1 15 4 12 48 2 457 3 51 16 15
split_gain=0.000183942 0.000165571 0.000157918 0.000207346 0.000115726 0.000101704 0.000183573 0.000145943 0.000129498 0.000137256 0.000137178 0.000146825
threshold=0.18019500000000002 0.077565000000000009 0.091295000000000015 -0.029144999999999997 0.091475000000000015 0.12879500000000002 0.11474000000000002 0.045365000000000009 0.10732000000000001 -0.066639999999999991 -0.056919999999999991 -0.094549999999999981
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 6 7 8 9 -3 11 -11
right_child=-2 5 -4 -5 -6 -7 -8 -9 -10 10 -12 -13
leaf_value=0.00011136752880770702 0.00070312198685735182 0.00043625464702998559 0.00019499623199009268 -0.001116582252831536 -0.00062747797429222143 -0.00043273301216315886 0.00063693209986399998 0.00049645540780429188 -0.00062842900902781258 0.00036613274046581927 -0.0006321681718713827 -0.00031712350317088223
leaf_weight=0.0013528684059522394 0.0010036451605311787 0.0016443998775630443 0.0013049337000953232 0.0010974880246888367 0.0011367235928356465 0.0011082950570813219 0.0016358120177730777 0.001533091904991013 0.0010797976249655936 0.0018655039832751893 0.001210834681881955 0.0018012646474461075
leaf_count=466 36 209 294 728 124 79 255 146 74 120 274 316
internal_value=0 -4.9193e-05 -0.000313487 -0.000498466 -0.000225982 5.96486e-05 0.000110314 1.60112e-05 -8.08823e-05 9.77072e-06 -0.000134011 3.04897e-05
internal_weight=0 0.016771 0.00489201 0.00358708 0.00248959 0.011879 0.0107707 0.00913489 0.0076018 0.006522 0.0048776 0.00366677
internal_count=3121 3085 1612 1318 590 1473 1394 1139 993 919 710 436
is_linear=0
shrinkage=0.00170698


Tree=2898
num_leaves=15
num_cat=0
split_feature=484 42 3 457 2 1 52 403 43 13 3 16 0 0
split_gain=0.00015233 0.000156287 0.000133606 0.00018709 0.000185355 0.000137924 0.000183054 0.000151694 0.000232429 0.00022428 0.000100199 0.000169037 0.000113559 0.000177404
threshold=-0.0068949999999999992 0.10256000000000001 -0.12018999999999998 -0.0029299999999999994 0.10613000000000002 0.090405000000000013 -0.077024999999999996 0.093545000000000003 -0.083134999999999987 -0.097984999999999989 0.099930000000000005 -0.071854999999999988 -0.10607499999999999 -0.077809999999999976
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 -4 -2 6 -5 8 -8 -10 12 -12 -7 -14
right_child=1 -3 3 5 -6 10 7 -9 9 -11 11 -13 13 -15
leaf_value=-0.00065218820767180266 8.4894009092137176e-05 -0.00055726860242173693 -0.00076828399360174995 0.00046066225178557495 0.0010855024564489643 0.000948458877447172 0.00020779555677540298 0.00033516183727921531 -0.00024679938323849819 -0.0013897220181199607 0.00052539925839383754 -0.00040886998425785568 -0.00031024586539526717 0.00075165446704876526
leaf_weight=0.0013133820716149614 0.0018676935258845175 0.0015543956022337551 0.001078421354161657 0.0014364407309039075 0.0010795591965903073 0.0012372037624175589 0.001163726680835522 0.0010152564431385458 0.0012440782922200641 0.0012948423417390373 0.0012658824043053282 0.0016464128117308352 0.0011477976884573873 0.0011780945776935061
leaf_count=503 165 311 145 257 101 88 212 130 32 627 142 80 133 195
internal_value=0 2.56867e-05 8.00921e-05 2.58699e-07 0.00045141 6.58826e-05 -0.000140178 -0.000323113 -0.00050361 -0.000829687 0.000261727 -2.77276e-06 0.000477915 0.00022762
internal_weight=0 0.0182098 0.0166554 0.0137082 0.00294725 0.0126297 0.00615434 0.0047179 0.00370265 0.00253892 0.00647539 0.0029123 0.0035631 0.00232589
internal_count=3121 2618 2307 2041 266 1896 1258 1001 871 659 638 222 416 328
is_linear=0
shrinkage=0.00192234


Tree=2899
num_leaves=12
num_cat=0
split_feature=47 50 42 484 43 16 2 16 151 15 4
split_gain=5.12447e-05 6.64504e-05 8.77788e-05 9.04612e-05 0.000108088 0.000130111 0.000132783 0.000116096 0.000225322 9.78816e-05 7.97241e-05
threshold=0.13148500000000005 0.088425000000000017 0.09832500000000001 0.084040000000000017 -0.14968999999999996 0.22339500000000004 0.089775000000000008 -0.014754999999999999 -0.0083949999999999979 1.0000000180025095e-35 0.053180000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 6 10 8 -8 -10 -6
right_child=-2 -3 -4 -5 5 -7 7 -9 9 -11 -12
leaf_value=0.004601836883028539 -0.004243955396904084 -0.0040098795929147937 0.0058181679745764985 0.0048397915139388355 -0.0070621379036014667 -0.0072197925568051142 -0.0076221844601135468 0.0069326986579643715 0.0071747846273763904 -0.00095619195342403472 6.0534985727176546e-06
leaf_weight=0.0013363859716634717 0.0010016577359117642 0.0012167604334317123 0.0011456178025442557 0.001364118640825804 0.0013523791384520787 0.001194619767052419 0.0010368373023480221 0.0011617644581700115 0.001158656204002767 0.0010582112063914906 0.0010660568363471817
leaf_count=165 65 532 295 290 733 315 104 153 202 143 124
internal_value=0 0.000291911 0.000732703 0.00018969 -0.000487656 -0.00133483 -0.000306089 0.00168781 -0.000184931 0.0032935 -0.00394645
internal_weight=0 0.0130914 0.0118746 0.010729 0.00936491 0.00802852 0.00683391 0.00441547 0.0032537 0.00221687 0.00241844
internal_count=3121 3056 2524 2229 1939 1774 1459 602 449 345 857
is_linear=0
shrinkage=0.0193279


Tree=2900
num_leaves=16
num_cat=0
split_feature=1213 456 11 0 403 1 52 13 15 52 4 3 1 49 16
split_gain=0.000429831 0.00015968 0.000138005 0.000141141 0.000265772 0.000221829 0.000341483 0.000154682 0.000149263 0.000277231 0.000323876 7.99025e-05 0.000178854 4.32094e-05 3.60205e-05
threshold=-1.0000000180025095e-35 0.077935000000000018 0.087830000000000005 0.18019500000000002 0.03138500000000001 0.10508500000000001 0.10160000000000001 -0.073839999999999975 0.084050000000000014 -0.088204999999999992 -0.0016099999999999997 0.12178000000000001 0.117245 -1.0000000180025095e-35 -0.015314999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 6 8 -7 9 -2 14 12 -9 -12 -11
right_child=1 -3 -4 -5 -6 7 -8 11 -10 10 13 -13 -14 -15 -16
leaf_value=-0.0011332722768985181 -0.00070959196041512598 -0.00064855920741814716 -0.00051761178140763929 0.00079341134285710712 0.00075081857942850604 0.00084867425241542331 -0.00098136360701870165 0.00082732483374336129 -0.00055229973787369587 0.0010989024282326604 0.00010379470623188501 -0.00026332956299785913 -9.5170640819659203e-05 -0.00041716639047045053 0.00061511182053018915
leaf_weight=0.0010592098411314815 0.0010297814894510617 0.0010033304553204543 0.0011276219153572567 0.0010102600361281853 0.0017813902946626501 0.0012500405454265546 0.0014500513314842124 0.0011792678043103795 0.0013186144574604845 0.0010170643829330124 0.0010376805806866507 0.0012398194117189121 0.0016610550634541831 0.0010521265246672381 0.0010030400067063084
leaf_count=491 326 215 119 29 188 203 347 119 395 114 58 47 127 194 149
internal_value=0 5.38524e-05 9.4927e-05 0.000138015 9.39324e-05 5.54121e-06 -0.000186966 0.000291163 -8.60363e-06 0.000130884 0.000341475 0.000120357 0.000287838 -0.000158486 0.000858686
internal_weight=0 0.0181611 0.0171578 0.0160302 0.0150199 0.0132385 0.00790836 0.00533018 0.00645831 0.00513969 0.00410991 0.00408014 0.00284032 0.00208981 0.0020201
internal_count=3121 2630 2415 2296 2267 2079 1583 496 1236 841 515 293 246 252 263
is_linear=0
shrinkage=0.00181146


Tree=2901
num_leaves=10
num_cat=0
split_feature=42 48 47 2 1 1 43 52 16
split_gain=4.27191e-05 6.84798e-05 8.79442e-05 0.000127002 7.453e-05 0.000108175 7.0953e-05 0.000110439 0.000106949
threshold=0.10256000000000001 0.11951500000000001 0.11312500000000002 0.11293500000000002 0.10708500000000001 0.094385000000000011 -0.083134999999999987 0.016565000000000003 -0.088159999999999988
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 -1 8 -8
right_child=-2 -3 -4 -5 -6 -7 7 -9 -10
leaf_value=0.0020590518236263669 -0.0034754608007524683 -0.0045441437474327325 0.0061714689098834987 0.0047180888931036332 -0.0050155220726702011 0.0055873263529351135 0.0028967185784446276 -0.0072295984018006061 -0.0041068744480804277
leaf_weight=0.0019909664007787351 0.0012266700574345502 0.0010048875742955108 0.0010080708027569068 0.0019151748075597426 0.0013154422522012321 0.0010950632207450128 0.0017013832827483173 0.0012412158759162566 0.0015626285451564108
leaf_count=549 346 91 78 327 211 257 143 609 510
internal_value=0 0.00029986 0.000711331 0.000202713 -0.000768212 -3.22219e-05 -0.000979509 -0.00232232 -0.000456215
internal_weight=0 0.0128348 0.0118299 0.0108219 0.0089067 0.00759126 0.00649619 0.00450523 0.00326401
internal_count=3121 2775 2684 2606 2279 2068 1811 1262 653
is_linear=0
shrinkage=0.0193279


Tree=2902
num_leaves=12
num_cat=0
split_feature=41 0 4 43 1 16 16 4 15 13 133
split_gain=3.96095e-05 7.15779e-05 0.000145407 0.000117999 6.59485e-05 8.50882e-05 9.44191e-05 9.52241e-05 0.000164958 0.000110116 7.75194e-05
threshold=1.0000000180025095e-35 -0.019414999999999998 -0.49405499999999997 -0.24021999999999996 1.0000000180025095e-35 -0.36241499999999999 -0.095564999999999983 0.0052350000000000009 -0.095869999999999983 -0.00096999999999999983 0.083950000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 -1 10 -6 -7 9 -9 -8 -5
right_child=-2 2 -4 4 5 6 7 8 -10 -11 -12
leaf_value=-0.0074359599363761179 -0.0040031239410958297 -0.002835006229455463 0.007224430636209693 -0.007227384872581637 -0.003877584578896154 0.0078788916822672712 0.0024800192699982061 -0.0021281911508249981 0.0089411353984902141 -0.0070673658875186835 0.00089898125843591392
leaf_weight=0.001014944449028281 0.0010561694332781859 0.0010656439274534524 0.0016954100348375916 0.0010389028145779159 0.0012243106372840191 0.0011199940526861879 0.0011108936932733536 0.0011338145482504558 0.0013347871652636956 0.0010897833517047456 0.0011011175905945164
leaf_count=132 173 130 191 746 206 107 444 82 94 151 665
internal_value=0 0.000294915 0.00334194 -0.000532439 0.000233018 0.00123355 0.00231445 0.00097974 0.00385706 -0.00224788 -0.00304608
internal_weight=0 0.0129296 0.00276105 0.0101685 0.0091536 0.00701358 0.00578927 0.00466928 0.0024686 0.00220068 0.00214002
internal_count=3121 2948 321 2627 2495 1084 878 771 176 595 1411
is_linear=0
shrinkage=0.0213396


Tree=2903
num_leaves=15
num_cat=0
split_feature=0 12 48 1 52 3 3 4 52 12 4 13 15 43
split_gain=0.000187336 0.000213945 0.000120868 0.000194073 0.000232049 0.000292327 0.000168394 0.000129719 0.000192669 0.000249205 0.000182098 0.00018028 0.000173593 0.000127057
threshold=0.18019500000000002 0.11650500000000001 0.12879500000000002 0.10752500000000002 0.10160000000000001 0.10299500000000002 0.11296500000000002 -0.0016099999999999997 -0.088204999999999992 0.082095000000000015 0.053180000000000012 -0.013024999999999998 0.088235000000000022 -0.074359999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 7 13 8 -1 -10 -9 -12 -11 -5
right_child=-2 -3 -4 6 -6 -7 -8 10 9 12 11 -13 -14 -15
leaf_value=-0.00053649792806659518 0.00066678248514713816 -0.00078098841621252965 -0.00053105516472052043 0.00087545250212832891 -0.00063520492330353942 0.00080321036041635058 -0.00012171544079561383 -0.00080663770818189227 0.00083813562386719634 -0.00053191252991604111 -0.00053249826322530208 0.0004385080890715784 0.00033932984081829875 0.00018524149041623675
leaf_weight=0.0011141144575602434 0.0010526904855712787 0.0010822184198826376 0.0011806732944334144 0.0015780304891042465 0.0018504137561917424 0.0011511282358220862 0.0016144405208589063 0.0014105891586455015 0.0013389730260585137 0.0011605707959071389 0.0010397764185855266 0.0011041619556554638 0.0014292637191748551 0.0014182908025388943
leaf_count=375 36 143 79 182 455 68 145 204 114 618 152 81 328 141
internal_value=0 -5.90289e-05 -1.41009e-05 2.35526e-05 -9.18987e-05 1.12282e-05 0.000313986 -9.48117e-05 7.77705e-05 0.000251962 -0.00033966 -3.24147e-05 -5.10961e-05 0.000548745
internal_weight=0 0.0184726 0.0173904 0.0162098 0.011599 0.00974858 0.00461076 0.00859745 0.00504292 0.00392881 0.00355453 0.00214394 0.00258983 0.00299632
internal_count=3121 3085 2942 2863 2395 1940 468 1872 1435 1060 437 233 946 323
is_linear=0
shrinkage=0.00167351


Tree=2904
num_leaves=9
num_cat=0
split_feature=52 376 52 15 15 3 3 12
split_gain=4.34522e-05 0.000115236 9.82262e-05 6.45301e-05 0.000104472 0.000103325 0.000208202 0.000106722
threshold=-0.26636999999999994 0.048375000000000008 -0.081429999999999989 -0.11713499999999999 -0.10091499999999999 -0.077644999999999978 0.092670000000000016 0.089735000000000023
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 -5 7 -7 -6
right_child=1 -3 3 4 5 6 -8 -9
leaf_value=-0.0034587458200530381 0.0042686232966381533 0.0066963093080226743 -0.0041393948186709516 0.0055977063281273717 -0.0023487489448307877 -0.008731137752625677 0.0010410091239963946 0.0044741683003064071
leaf_weight=0.0013011876642333607 0.0016234259610665479 0.00101475657959976 0.0019875412074783381 0.0010589919909506605 0.0016701031948264467 0.0015845641440759414 0.0018214234774920346 0.0019100503326471598
leaf_count=354 346 163 363 71 816 442 139 427
internal_value=0 0.000324361 -0.000230368 -0.000958367 -0.000172498 -0.00104717 -0.00350528 0.00129135
internal_weight=0 0.0126709 0.0116561 0.0100327 0.00804513 0.00698614 0.00340599 0.00358015
internal_count=3121 2767 2604 2258 1895 1824 581 1243
is_linear=0
shrinkage=0.0197145


Tree=2905
num_leaves=15
num_cat=0
split_feature=11 403 403 52 3 3 43 2 3 16 2 3 42 0
split_gain=0.000140256 0.000144461 0.000221867 0.000156468 0.000184899 0.000216214 0.000256734 0.000201105 0.000158037 0.00011965 0.000209504 0.000182385 0.000105259 7.28716e-07
threshold=0.087830000000000005 0.10301500000000001 0.03138500000000001 0.19022000000000003 -0.10519499999999998 -0.082154999999999992 -0.074359999999999996 0.10045500000000002 -1.0000000180025095e-35 0.033715000000000009 0.11263500000000001 0.090900000000000009 0.088200000000000014 -0.026509999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 7 -6 12 -1 -8 10 11 -10 -7 -11
right_child=-2 -3 -4 -5 5 6 8 -9 9 13 -12 -13 -14 -15
leaf_value=8.0125798757037681e-05 -0.00063540549629275734 -0.00062258380740023457 0.00077296352347738686 -0.00058902435069266106 -0.00076983167661861314 0.00019440111872482546 -0.00071661328859377459 0.001104091289259261 -3.8197874546380762e-05 -0.00040397081530363577 -0.00042759934813758996 0.00081125826503043762 0.00096608493155706692 -0.00033510278181665644
leaf_weight=0.0015446071349621395 0.0011165404611742638 0.0010582807575923786 0.0013453352283341732 0.0013258839437026099 0.0011849897750651666 0.0011683609499632494 0.0011884542042005395 0.0010621761296260718 0.0015883512119415156 0.0010152447172675494 0.0014115536922957583 0.0017357916031571358 0.0011518106736316245 0.0010015481560901041
leaf_count=145 121 202 165 329 791 237 443 78 67 71 130 83 203 56
internal_value=0 2.64699e-05 6.75412e-05 5.83081e-06 6.19551e-05 -3.72051e-05 4.74012e-05 0.000497357 -0.00010748 -2.70508e-07 0.000157089 0.000405369 0.000577491 -0.000369771
internal_weight=0 0.0177824 0.0167241 0.0153788 0.0140529 0.0114461 0.0102611 0.00260678 0.00794094 0.00675249 0.0047357 0.00332414 0.00232017 0.00201679
internal_count=3121 3000 2798 2633 2304 2081 1290 223 850 407 280 150 440 127
is_linear=0
shrinkage=0.00181146


Tree=2906
num_leaves=11
num_cat=0
split_feature=52 1 47 160 42 16 12 12 160 48
split_gain=3.73403e-05 5.18827e-05 8.28978e-05 8.10443e-05 6.57356e-05 7.93576e-05 0.000134019 8.57889e-05 0.00016662 5.06451e-05
threshold=0.19022000000000003 0.13146500000000003 0.077555000000000013 -0.081069999999999989 -1.0000000180025095e-35 0.033715000000000009 0.092255000000000018 0.088365000000000013 0.086870000000000017 0.090390000000000012
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -5 7 -7 8 -6 -4
right_child=-2 -3 9 4 5 6 -8 -9 -10 -11
leaf_value=0.0060275622873556551 -0.0036101433642983681 0.0043888527527565563 -0.0061922060204730083 -0.004112149286801643 0.0084555588993431123 -0.0066388243678803241 0.0032269185843032122 -0.0013633428602607654 -0.0015720670163861762 -0.00015496543987289231
leaf_weight=0.0010798471462048183 0.0011261151760524829 0.0011772811563362561 0.0013351087066169965 0.0013363358302938338 0.0017822784878530991 0.0012896175623389669 0.0010516482279619901 0.0016082106587249744 0.0011449399596819409 0.0010398588644159878
leaf_count=299 350 221 191 658 426 192 154 340 136 154
internal_value=0 0.000285079 -0.000128991 0.000745019 5.04713e-05 0.000859386 -0.00220734 0.00244248 0.0045334 -0.00354885
internal_weight=0 0.0128451 0.0116678 0.00929288 0.00821303 0.00687669 0.00234127 0.00453543 0.00292722 0.00237497
internal_count=3121 2771 2550 2205 1906 1248 346 902 562 345
is_linear=0
shrinkage=0.020511


Tree=2907
num_leaves=10
num_cat=0
split_feature=2 52 52 4 15 49 15 15 42
split_gain=3.93315e-05 4.79752e-05 8.94835e-05 0.000123165 0.000146808 0.000159294 0.000277988 0.000156196 9.85745e-05
threshold=-0.0091949999999999983 0.19022000000000003 0.10347000000000002 -0.35136499999999998 -0.016799999999999995 -0.043469999999999995 -0.10653 0.024640000000000006 0.081660000000000024
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 -5 -7 -6 -9
right_child=1 -3 -4 4 7 6 -8 8 -10
leaf_value=0.0044441559285568772 -0.007755935049363988 -0.0051646186403909436 0.0057814653376650456 0.0037826057096633026 0.0096429279511646235 0.00046276023421102166 -0.013059342847336283 -0.0040919041030193903 0.0047689078396049743
leaf_weight=0.0010114990146779497 0.0012087184207838523 0.001067268917551681 0.0013411195308385354 0.0015458509704633959 0.0014775899422677409 0.001973637273901329 0.0014744109580335195 0.0014489962983870461 0.0013427849544245148
leaf_count=179 182 348 215 202 241 333 543 487 391
internal_value=0 -0.000380778 5.14241e-05 -0.000682407 0.000240583 -0.00250189 -0.00531939 0.00344846 0.00016995
internal_weight=0 0.0128804 0.0118131 0.010472 0.00926327 0.0049939 0.00344805 0.00426937 0.00279178
internal_count=3121 2942 2594 2379 2197 1078 876 1119 878
is_linear=0
shrinkage=0.0235607


Tree=2908
num_leaves=14
num_cat=0
split_feature=50 1 0 159 3 43 51 43 15 16 1 4 48
split_gain=0.000142475 0.000127858 0.000180217 0.000175502 0.00019339 0.000190394 0.000220285 0.000172117 0.000167267 0.00016038 0.000144131 0.000140093 0.000104992
threshold=0.10124500000000002 0.077565000000000009 -0.059114999999999994 -0.026354999999999996 -0.074084999999999998 -0.079109999999999986 -0.076794999999999988 -0.076124999999999984 0.083935000000000023 -0.27167499999999994 0.10337500000000001 -0.49405499999999997 0.084670000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 8 -3 7 -6 -7 -5 -1 -8 12 -4 -11
right_child=-2 3 11 4 5 6 9 -9 -10 10 -12 -13 -14
leaf_value=-0.0010689954131128789 -0.00065673206689812532 0.00081192699369495394 -0.0003478063038511222 1.1342810505960865e-05 0.00056817703993065503 -0.00099931633482451803 -0.00059871149695724601 0.00079987145704547553 -0.0001834415344301153 0.00027634863596337088 0.00066122205307267185 0.00043352562329133324 -0.00053340175578581086
leaf_weight=0.0010888494419108346 0.0010695335854717233 0.0011382798338583364 0.0012603826596353507 0.0018433632187177529 0.0011094867225522808 0.0010545767854115437 0.0013795211702434728 0.0017907497383805324 0.0019593915482424883 0.001019102209753181 0.0011288306076934346 0.0018706229631212353 0.0010846449339538822
leaf_count=651 375 106 33 206 173 109 151 331 656 50 111 130 39
internal_value=0 2.40719e-05 -0.000186239 0.000136602 6.27607e-05 -0.000118049 -0.000252407 0.000399899 -0.000499767 -8.16226e-05 0.000139048 0.000119001 -0.000141141
internal_weight=0 0.0177278 0.00617925 0.0115486 0.0104103 0.00677616 0.00566668 0.00363411 0.00304824 0.0046121 0.00323258 0.00313101 0.00210375
internal_count=3121 2746 1470 1276 1170 633 460 537 1307 351 200 163 89
is_linear=0
shrinkage=0.00181146


Tree=2909
num_leaves=15
num_cat=0
split_feature=403 48 151 15 15 50 3 3 4 1 3 47 2 3
split_gain=0.000109824 9.26182e-05 0.000146921 0.000138066 0.000150632 9.75828e-05 0.000163781 0.000242803 0.000147366 0.0001271 0.000217219 0.000124303 7.16998e-05 5.82543e-05
threshold=-1.0000000180025095e-35 0.12879500000000002 0.06617000000000002 0.091915000000000011 0.088235000000000022 1.0000000180025095e-35 -0.10519499999999998 -0.075944999999999985 -0.040589999999999994 0.094465000000000007 0.11296500000000002 0.097480000000000011 0.094215000000000007 0.086245000000000016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 6 8 -8 -2 12 11 -11 13 -9
right_child=1 -3 -4 -5 -6 -7 7 9 -10 10 -12 -13 -14 -15
leaf_value=-0.00059127258279902345 7.8364238119063242e-05 -0.00049575202221335802 0.00072823557048140055 -0.0006158828303227113 0.00065916751082283954 -0.00055337919952500351 -0.00093632878320231631 -0.00031697622507662477 0.0009969854406603907 0.0011535918655590526 -0.00030393220544708326 0.00023433487189852083 -0.00055549745026265318 0.00031456496634480542
leaf_weight=0.0010953344143346732 0.0014609044577846841 0.0011263076308238853 0.0010981725433462418 0.0011411367802567048 0.0013683281179036064 0.0010385475998414507 0.0010276103983361913 0.001011053139254277 0.0010779585754968294 0.0010148912031453074 0.0012859765481470116 0.001076841635255732 0.0013137824137440897 0.0010654941441377019
leaf_count=756 129 88 122 313 100 346 521 74 100 204 140 37 136 55
internal_value=0 2.54521e-05 6.46382e-05 1.21446e-05 6.83916e-05 -2.68648e-06 5.26544e-05 -8.27429e-05 0.000468395 4.68595e-05 0.00030561 0.000680351 -0.000210928 7.07295e-06
internal_weight=0 0.016107 0.0149807 0.0138825 0.0127414 0.0113731 0.0103345 0.00779565 0.00253886 0.00676804 0.00337771 0.00209173 0.00339033 0.00207655
internal_count=3121 2365 2277 2155 1842 1742 1396 1167 229 646 381 241 265 129
is_linear=0
shrinkage=0.00188464


Tree=2910
num_leaves=14
num_cat=0
split_feature=50 48 4 403 15 52 2 4 0 16 42 12 52
split_gain=0.000112633 0.000145366 0.000191989 0.000194904 0.000118469 0.000140622 0.000166639 0.000135632 0.000135556 0.000183422 0.000107816 9.01114e-05 0.000161489
threshold=0.10124500000000002 0.12474000000000002 0.40473500000000007 -1.0000000180025095e-35 -0.11713499999999999 -0.088204999999999992 0.095195000000000016 0.0082450000000000006 -0.077999999999999986 -0.088159999999999988 0.08623500000000002 0.095330000000000012 0.096795000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -5 7 8 -6 9 10 -7 12 -8
right_child=-2 -3 -4 4 5 6 11 -9 -10 -11 -12 -13 -14
leaf_value=-0.00075320917142669024 -0.00058556057452393228 -0.00064534695732420644 0.0007055630108055563 -0.00052591516021308559 -0.00065003956257717564 0.00024273083071997152 -0.00033805415557615603 0.00021021708361580898 0.00080939661860821878 -0.00020599226574542472 0.00098582078742190816 -0.00054761313684555525 0.00061218744365643108
leaf_weight=0.0010348658255675729 0.0010567750834240231 0.0010008875498600514 0.0014055126311326013 0.0010348466740666184 0.0013850499006359982 0.0017040219896038264 0.001320401686277423 0.0010629443192911106 0.0017589024261839082 0.0019430584576234206 0.0010267734181829448 0.0010756903099714541 0.0010563596524226088
leaf_count=688 375 63 259 151 411 139 134 83 176 365 82 131 64
internal_value=0 2.41322e-05 6.65193e-05 4.15808e-06 6.27884e-05 0.000112185 0.000208442 -0.000276507 0.000380743 0.000219429 0.000522131 -0.000112598 8.4284e-05
internal_weight=0 0.0168093 0.0158084 0.0144029 0.013368 0.0123332 0.00988521 0.00244799 0.00643276 0.00467385 0.0027308 0.00345245 0.00237676
internal_count=3121 2746 2683 2424 1736 1585 1091 494 762 586 221 329 198
is_linear=0
shrinkage=0.00181146


Tree=2911
num_leaves=13
num_cat=0
split_feature=1 52 0 4 1 2 15 48 0 13 42 4
split_gain=0.000107082 0.000128467 0.000142749 0.000196887 0.000190485 0.000211561 0.000162864 0.000122458 0.000133539 0.00011045 0.000169617 7.09907e-05
threshold=0.10752500000000002 0.11434500000000002 -0.060129999999999996 -0.49405499999999997 0.077565000000000009 0.089775000000000008 0.088235000000000022 0.12879500000000002 -0.17169499999999996 -0.059629999999999996 -0.085499999999999979 -0.0016099999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -4 6 11 -1 8 -2 -10 -11 -6
right_child=7 -3 3 -5 5 -7 -8 -9 9 10 -12 -13
leaf_value=-0.0010880156959314484 0.00092344399354857309 -0.00058420796335405484 -0.00028786469924541361 0.00066395939052478752 2.3467108311984955e-05 0.00057555376077399244 -0.00015246437309539485 -0.00035920172083474781 0.00057725414423693395 0.00048321480469361836 -0.00052693104613158424 -0.00056732980595909112
leaf_weight=0.0011654895812106903 0.0010095721678522462 0.0016631931378680272 0.0012061337368978187 0.0019277284007967492 0.0014619692820815114 0.0016643146856358537 0.0013963306091664407 0.0010907784677529619 0.0013857369570513698 0.0010126139456718558 0.0012910033917241277 0.0013224556498716566
leaf_count=987 56 390 126 178 349 134 250 74 253 39 168 117
internal_value=0 -0.00010823 -3.01929e-05 0.00029763 -0.000176736 5.43845e-05 -0.00057809 0.000198531 0.000328 0.000165059 -8.28956e-05 -0.00025713
internal_weight=0 0.0118076 0.0101444 0.00313386 0.00701056 0.00444874 0.00256182 0.0057897 0.00469893 0.00368935 0.00230362 0.00278442
internal_count=3121 2531 2141 304 1837 600 1237 590 516 460 207 466
is_linear=0
shrinkage=0.00184769


Tree=2912
num_leaves=11
num_cat=0
split_feature=1 52 42 43 49 13 3 12 15 0
split_gain=4.31615e-05 0.000107715 0.000101477 0.000121244 0.000109792 9.60094e-05 8.64294e-05 9.71791e-05 6.73514e-05 5.39704e-05
threshold=0.10752500000000002 0.11434500000000002 0.084050000000000014 -0.088249999999999981 -0.069799999999999987 1.0000000180025095e-35 0.11296500000000002 0.091200000000000017 -0.095869999999999983 -0.083914999999999976
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -4 -1 8 7 -2 -6 -10
right_child=6 -3 3 -5 5 -7 -8 -9 9 -11
leaf_value=-0.0043455996938011445 0.0083595913446941894 -0.0065039623223479264 0.0021036195729772708 -0.0074833724573756637 0.00020216494932084311 -0.0025385967424119927 -0.0018868588830075637 0.00027589432450293261 0.010241934064747427 0.0039003041826693638
leaf_weight=0.0011211173240804184 0.0012831817718184863 0.0013222794541063723 0.0010207760339246523 0.0014597762694603137 0.0010223310895267493 0.0010533304289863424 0.0018497144338243086 0.0014340509319182571 0.0010981117715214504 0.0013780124936677675
leaf_count=121 231 390 123 784 145 367 193 166 280 321
internal_value=0 -0.00085424 6.19985e-05 -0.00353821 0.00163624 0.00310958 0.00167122 0.00409333 0.00481016 0.00671269
internal_weight=0 0.00947573 0.00815346 0.00248055 0.0056729 0.00455179 0.00456695 0.00271723 0.00349846 0.00247612
internal_count=3121 2531 2141 907 1234 1113 590 397 746 601
is_linear=0
shrinkage=0.0213396


Tree=2913
num_leaves=13
num_cat=0
split_feature=403 48 151 15 15 3 3 4 43 160 16 1
split_gain=0.000110365 8.91091e-05 0.000159264 0.000141346 0.00013225 0.000110736 0.000260251 0.000109403 0.000108837 0.000110553 0.000114223 6.24921e-05
threshold=-1.0000000180025095e-35 0.12879500000000002 0.06617000000000002 0.091915000000000011 0.088235000000000022 -0.10519499999999998 -0.076669999999999988 -0.040589999999999994 -0.074359999999999996 -0.081069999999999989 0.042200000000000008 0.094465000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 7 -7 -2 -8 -10 11 -11
right_child=1 -3 -4 -5 -6 6 8 -9 9 10 -12 -13
leaf_value=-0.00057676204774008758 -8.8944387975554198e-06 -0.00046983298304841914 0.00074270533878861942 -0.00060038132085498102 0.00061140150009850365 -0.00092046665060218876 0.0004395672119741331 0.0007258213506836132 0.00042393772397099252 -0.00026508165568652864 -0.00069945452845628835 0.0002445269029742633
leaf_weight=0.0010831908373445621 0.0015161420878377907 0.0011216510979694663 0.0011126341235994036 0.0011630460377516231 0.001385590946880789 0.001137570058981339 0.0016970689223956238 0.0012727379927327575 0.0011314079842866739 0.0018866378171744913 0.0012418680602084382 0.0014551095993694608
leaf_count=756 146 88 122 313 100 691 244 117 115 133 137 159
internal_value=0 3.25122e-05 7.00764e-05 1.61857e-05 7.25428e-05 6.69331e-06 -9.75948e-05 0.000326402 2.86953e-05 -9.33125e-05 -0.000220989 -4.31809e-05
internal_weight=0 0.0161215 0.0149998 0.0138872 0.0127241 0.0113385 0.00854966 0.00278888 0.00741209 0.00571502 0.00458362 0.00334175
internal_count=3121 2365 2277 2155 1842 1742 1479 263 788 544 429 292
is_linear=0
shrinkage=0.00184769


Tree=2914
num_leaves=11
num_cat=0
split_feature=484 4 0 4 0 16 16 2 3 1
split_gain=3.84429e-05 5.8221e-05 5.53366e-05 8.61774e-05 7.68344e-05 0.000112635 8.45105e-05 0.000100624 9.41657e-05 5.78111e-05
threshold=-1.0000000180025095e-35 0.27044500000000005 0.041630000000000007 -0.49405499999999997 -0.053834999999999994 0.0065250000000000004 -0.056919999999999991 0.092365000000000017 -0.078934999999999991 0.089770000000000016
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 -4 5 6 7 8 -2 -10
right_child=1 -3 3 -5 -6 -7 -8 -9 9 -11
leaf_value=-0.0039011268639349613 -0.0022694763275805624 0.0038756213443762772 -0.0013020539942484582 0.0070305650967526492 -0.0053881492001880719 0.0056268065801815224 -0.0060463637075207684 -0.0048408107300408256 0.0082121083855942606 0.0013971489903380576
leaf_weight=0.0010390736880453279 0.0015106426387806156 0.0017119772052951654 0.0011221367339936394 0.0010530739968468697 0.0014553953545143727 0.0012403071987431204 0.0012900400282002816 0.0013954914762273236 0.0010049432659142979 0.0011899527234404683
leaf_count=515 656 346 112 85 182 292 476 272 78 107
internal_value=0 0.000281039 -0.000265387 0.00273198 -0.000982902 -0.000142768 -0.00126246 -5.26234e-05 0.00175059 0.00451741
internal_weight=0 0.012974 0.011262 0.00217521 0.00908677 0.00763138 0.00639107 0.00510103 0.00370554 0.0021949
internal_count=3121 2606 2260 197 2063 1881 1589 1113 841 185
is_linear=0
shrinkage=0.0209212


Tree=2915
num_leaves=11
num_cat=0
split_feature=1 0 2 403 2 12 16 151 12 4
split_gain=4.1811e-05 7.55685e-05 0.000128854 8.93932e-05 0.000111871 5.77402e-05 7.87978e-05 0.000187013 8.01717e-05 3.85649e-05
threshold=0.090405000000000013 0.15398500000000004 0.092875000000000013 0.084910000000000013 0.089775000000000008 -0.010834999999999999 -0.056919999999999991 -0.0033899999999999994 0.051320000000000005 0.24564500000000003
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 -2 7 -7 -8 -9
right_child=5 -3 -4 -5 -6 6 8 9 -10 -11
leaf_value=-0.0049538978176529979 0.0042426649877559622 0.0032058576539096329 -0.0062799583862577189 0.0046350120077364391 0.0026992348553339309 -0.0048348588292226177 0.00055025270539383589 0.0025673268647676368 -0.0064084804061083417 0.007184967556717446
leaf_weight=0.0016199139269462278 0.0014632316338660401 0.0011599202926173557 0.0016871457233693416 0.0010073696546403668 0.0011114851855766501 0.0010297872836262031 0.0012811361403526345 0.001456892881500165 0.0010313902214646523 0.0010921071203770297
leaf_count=989 332 44 598 175 194 104 107 185 286 107
internal_value=0 -0.00109815 -0.00201823 -9.51003e-05 -0.00183962 0.00093976 0.000119414 0.00184649 -0.00255335 0.00454573
internal_weight=0 0.00658583 0.00542591 0.00373877 0.0027314 0.00735455 0.00589131 0.00357879 0.00231253 0.002549
internal_count=3121 2000 1956 1358 1183 1121 789 396 393 292
is_linear=0
shrinkage=0.0185774


Tree=2916
num_leaves=10
num_cat=0
split_feature=457 1 12 151 2 160 133 4 4
split_gain=3.85131e-05 8.31616e-05 8.24469e-05 9.21505e-05 0.000135959 0.000100584 0.000132429 7.46785e-05 0.000148943
threshold=0.045365000000000009 0.12811000000000003 0.10866500000000003 -0.0077149999999999988 0.113445 -1.0000000180025095e-35 -1.0000000180025095e-35 0.053180000000000012 -0.083854999999999985
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 -5 -7 8 -8
right_child=-2 -3 -4 4 -6 6 7 -9 -10
leaf_value=-0.0053490872501634201 0.0026427254443389205 0.0038568278636838052 -0.0066744891212416353 -0.005549699846446929 0.0072628623151423134 -0.0051483443932510914 0.0042902343067320169 0.0066403039735298437 -0.0053103635251980485
leaf_weight=0.0014156430790685801 0.0019574694388337166 0.0016203112776529095 0.0010209271865500016 0.0014306441213844693 0.0010349785257257708 0.001293790743407422 0.0017566323835487747 0.0012164294370765258 0.0011090196458790125
leaf_count=280 289 243 199 585 197 566 254 101 407
internal_value=0 -0.000461945 -0.00114279 -0.000532723 0.000336786 -0.000716372 0.000569889 0.00238225 0.000574762
internal_weight=0 0.0118984 0.0102781 0.00925714 0.00784149 0.00680652 0.00537587 0.00408208 0.00286565
internal_count=3121 2832 2589 2390 2110 1913 1328 762 661
is_linear=0
shrinkage=0.020511


Tree=2917
num_leaves=13
num_cat=0
split_feature=133 3 50 42 52 157 0 2 4 2 52 15
split_gain=3.83134e-05 7.46718e-05 8.61154e-05 6.95857e-05 9.7612e-05 9.35891e-05 9.87031e-05 0.000105693 0.000111975 0.00010744 2.17688e-05 1.88941e-05
threshold=0.10622000000000002 0.149315 0.07826000000000001 0.09832500000000001 -0.12005499999999998 -0.077234999999999984 -0.059114999999999994 0.089775000000000008 0.053180000000000012 0.092365000000000017 0.094465000000000007 -0.089024999999999979
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 -6 7 8 -7 -9 -8 -11
right_child=-2 -3 -4 -5 5 6 10 9 -10 11 -12 -13
leaf_value=-0.0068280831265751431 -0.0043908570961709989 0.0061470388173038588 -0.0060873283426835139 0.0059956754150757236 0.0073477918487814846 -0.011418649274226788 0.0066062791794332309 0.00706776010282603 -0.00050455143218564177 -0.0045821473572072334 0.0017013902621111382 -3.4446804899803657e-05
leaf_weight=0.0010887444892026385 0.0010318901914356847 0.0011172839932765887 0.0012441595818213783 0.0011284586064180162 0.0010228138957473964 0.001068317505162346 0.0010046178018100534 0.0010117903882866097 0.0010200755037416478 0.0010246594429082143 0.0010045272542719141 0.0010040617690083575
leaf_count=373 435 159 471 178 180 639 107 89 100 149 44 197
internal_value=0 0.000329326 -0.00022995 0.000472253 -0.000201608 0.000682433 -0.000272649 -0.00200668 -0.00608766 0.000796367 0.00415395 -0.00233138
internal_weight=0 0.0127395 0.0116222 0.0103781 0.00924961 0.00816086 0.00713805 0.0051289 0.00208839 0.00304051 0.00200915 0.00202872
internal_count=3121 2686 2527 2056 1878 1505 1325 1174 739 435 151 346
is_linear=0
shrinkage=0.0235607


Tree=2918
num_leaves=10
num_cat=0
split_feature=1 16 43 3 3 151 1 1 3
split_gain=3.61116e-05 9.0494e-05 0.000134734 6.72431e-05 6.35591e-05 6.45863e-05 0.000132314 0.000102024 6.09222e-05
threshold=0.077565000000000009 0.19444000000000003 -0.088249999999999981 -0.080634999999999984 0.097915000000000016 -0.016164999999999995 0.10937500000000001 0.09253500000000002 0.13524500000000003
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 5 -2 7 -7 -6
right_child=4 -3 3 -5 8 6 -8 -9 -10
leaf_value=-0.0094246775507559697 0.0058133570698966361 0.0031407683559020664 0.0028894028403681042 -0.004148697217708463 -0.0039386445696139773 0.0014925547518945515 0.0056058791116282355 -0.0059303411598953734 0.0022914836770506031
leaf_weight=0.0010349749473063025 0.0013824312828210408 0.0012766501026584692 0.001183912042577534 0.001103312985166732 0.0018964488966697335 0.0018540954909140204 0.0015952861466552292 0.0013434119111939693 0.0010130513775227536
leaf_count=310 232 196 695 435 124 382 277 296 174
internal_value=0 -0.00150063 -0.00328421 -0.00050564 0.000730011 0.00190762 0.000781054 -0.00162613 -0.00176939
internal_weight=0 0.00459885 0.0033222 0.00228723 0.00908473 0.00617522 0.00479279 0.00319751 0.0029095
internal_count=3121 1636 1440 1130 1485 1187 955 678 298
is_linear=0
shrinkage=0.020511


Tree=2919
num_leaves=10
num_cat=0
split_feature=42 133 1 0 3 15 2 51 2
split_gain=3.71428e-05 5.23276e-05 7.69223e-05 0.000182511 7.36479e-05 8.221e-05 9.18927e-05 7.96858e-05 5.38398e-05
threshold=0.10256000000000001 0.10275500000000001 0.077565000000000009 -0.059114999999999994 0.097915000000000016 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 0.116525
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 6 -4 -8 -6
right_child=-2 -3 4 -5 8 -7 7 -9 -10
leaf_value=-0.0085839656528726889 -0.0038420030677403598 0.0048046319617666214 0.00053013101496419317 0.0023844296057118344 -0.0042569558741012538 -0.0031358485440020978 0.011453881947492641 0.002802950041413487 0.002137806246797852
leaf_weight=0.0015744803661234845 0.0011901498141362434 0.0012175106195411326 0.001999377517446613 0.0015379357362010886 0.001812417423646899 0.0010183345219885063 0.0011231344081812588 0.0010627200268871206 0.0010760719891643178
leaf_count=1163 346 270 354 103 152 259 248 87 139
internal_value=0 0.00034585 -0.000138654 -0.00316416 0.00102504 0.00263465 0.00403871 0.00724797 -0.00187466
internal_weight=0 0.012422 0.0112045 0.00311242 0.00809206 0.00520357 0.00418523 0.00218585 0.00288849
internal_count=3121 2775 2505 1266 1239 948 689 335 291
is_linear=0
shrinkage=0.0226458


Tree=2920
num_leaves=10
num_cat=0
split_feature=11 43 42 43 4 16 160 12 42
split_gain=4.22967e-05 5.1938e-05 8.45129e-05 9.49038e-05 0.00012766 0.000150784 0.00018036 6.71316e-05 0.000107756
threshold=0.081790000000000015 -0.067199999999999996 0.086325000000000013 0.15359500000000004 0.055260000000000011 -0.056919999999999991 0.083670000000000008 0.051320000000000005 0.088200000000000014
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 7 3 4 5 6 -3 -1 -9
right_child=-2 2 -4 -5 -6 -7 -8 8 -10
leaf_value=0.0058880339940769527 -0.004290625795237259 0.010027736911183468 -0.0066112844534719018 0.0063226756374520224 -0.0058600254646115624 -0.0033415304494173485 -0.0021587314728739866 -0.0042062197118655298 0.0041900296925269686
leaf_weight=0.0015422157817409905 0.0010150709677023426 0.0013487986619419162 0.0010069160821309124 0.0010053462080561633 0.0017482703962055906 0.0019631605999844348 0.0010034460122073652 0.0013581585768210713 0.0015513663982704862
leaf_count=271 175 360 548 161 237 283 52 668 366
internal_value=0 0.000329032 -0.000711518 0.000128849 -0.000898076 0.00111212 0.0048291 0.0022167 0.000270683
internal_weight=0 0.0125277 0.00807594 0.00706902 0.00606368 0.00431541 0.00235224 0.00445174 0.00290952
internal_count=3121 2946 1641 1093 932 695 412 1305 1034
is_linear=0
shrinkage=0.0217664


Tree=2921
num_leaves=10
num_cat=0
split_feature=133 52 52 4 3 0 0 15 49
split_gain=3.83964e-05 6.76905e-05 0.000122182 8.93552e-05 9.87337e-05 7.6461e-05 0.000151233 9.35117e-05 6.38334e-05
threshold=0.10622000000000002 0.070205000000000017 0.11434500000000002 0.24564500000000003 -0.072199999999999986 -0.10011499999999998 -0.060129999999999996 -0.0063699999999999989 -0.043469999999999995
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 3 -3 5 -5 7 -7 8 -1
right_child=-2 2 -4 4 -6 6 -8 -9 -10
leaf_value=0.0014039595803147207 -0.0037003524627645776 0.0066498295196992605 -0.00084468605695300414 0.0073948086266343556 -0.00093449511380064895 -0.0091194844973157239 -0.00046729654553834043 0.004811368462513523 -0.0051063089522516434
leaf_weight=0.0011231534181312952 0.0010149808989991351 0.0015883931779269991 0.0018075825402914004 0.0010065001812115731 0.0012279233957956095 0.0012992763614293823 0.0019843567963745406 0.0011819008297067916 0.0012224855447621752
leaf_count=88 435 448 420 97 221 890 304 99 119
internal_value=0 0.000287432 0.00266071 -0.000603564 0.00281745 -0.00172584 -0.00389082 0.000289446 -0.00198902
internal_weight=0 0.0124416 0.00339598 0.0090456 0.00223442 0.00681117 0.00328363 0.00352754 0.00234564
internal_count=3121 2686 868 1818 318 1500 1194 306 207
is_linear=0
shrinkage=0.0197145


Tree=2922
num_leaves=16
num_cat=0
split_feature=12 41 456 4 0 0 43 14 1 2 16 12 42 3 51
split_gain=0.000170619 0.000161991 0.000142144 0.000117235 0.000159728 0.00018349 0.000133649 0.00014795 0.000189974 0.000172528 0.000126462 0.000123479 0.000120305 8.46023e-05 8.36293e-05
threshold=0.11650500000000001 0.078475000000000017 1.0000000180025095e-35 -0.49405499999999997 -0.019414999999999998 -0.053834999999999994 0.054355000000000007 -0.074569999999999984 0.094385000000000011 0.090050000000000005 -0.27167499999999994 0.085885000000000017 0.08623500000000002 -0.083784999999999984 0.089355000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 6 7 -5 9 12 -10 -6 13 -9 -12
right_child=-2 -3 -4 4 11 -7 -8 8 10 -11 14 -13 -14 -15 -16
leaf_value=-0.00040307273209939145 -0.00061841785701004866 -0.00058634380606381381 -0.00055305423301283698 -0.00040543485737660822 0.00097342490579590407 -0.00057176468259427483 -0.00038143374524913734 0.00046431652225454369 0.00010311648565693119 -0.00040925457699135461 0.0010321092011005614 0.00019630653989331041 0.00073185655052172003 -0.00013748413826773626 0.00041490595272595599
leaf_weight=0.0012179148162181309 0.0012618462384850369 0.0011646771200292663 0.001002446907924128 0.0010471425872845561 0.0010278319196293387 0.0011589875960016484 0.0012875409338482047 0.0010017140991619039 0.0011919334921512313 0.0015623836131209209 0.0014223786095945989 0.0012929961211831653 0.0010539113306653226 0.0018860299030955302 0.0010829493669263224
leaf_count=138 147 144 226 75 111 114 272 430 135 474 183 53 316 232 71
internal_value=0 1.77051e-05 5.85217e-05 9.62871e-05 0.00013679 6.29907e-05 0.000126763 0.000190609 0.000258441 6.13572e-05 0.000551836 0.000540471 0.000247897 7.12713e-05 0.000765318
internal_weight=0 0.0184008 0.0172362 0.0162337 0.0150158 0.012695 0.011536 0.0102484 0.0092013 0.00550404 0.00369726 0.00232083 0.00394166 0.00288774 0.00250533
internal_count=3121 2974 2830 2604 2466 2302 2188 1916 1841 1452 389 164 978 662 254
is_linear=0
shrinkage=0.00167351


Tree=2923
num_leaves=10
num_cat=0
split_feature=41 1 15 3 42 133 48 0 4
split_gain=4.21749e-05 4.64417e-05 7.70871e-05 0.000147809 5.77035e-05 0.000105731 6.73068e-05 0.000169003 5.91974e-05
threshold=1.0000000180025095e-35 0.104035 -0.016799999999999995 0.10542000000000001 0.092145000000000019 0.061605000000000007 0.085700000000000012 -0.084144999999999984 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 4 3 -3 5 6 7 8 -1
right_child=-2 2 -4 -5 -6 -7 -8 -9 -10
leaf_value=0.0063150463593811025 -0.0040161086909369648 0.0050631093702727965 0.0059984457150755949 -0.0037181885632225219 -0.0052514237324711643 0.0039967117114763336 -0.0062935461890559676 -0.0055608392443997502 -0.00037509089405088694
leaf_weight=0.0012112602697706067 0.0010253480792386241 0.0014610666618358522 0.0013808221909759472 0.0017997608142067134 0.0010013157038587829 0.0019918747223669998 0.0010220395100920127 0.0015540257016874075 0.0010292237009550214
leaf_count=364 173 310 149 183 424 646 194 551 127
internal_value=0 0.000311633 0.00193648 0.000216414 -0.000654082 2.20494e-05 -0.00162166 -0.000363308 0.00324176
internal_weight=0 0.0124514 0.00464165 0.00326083 0.00780974 0.00680842 0.00481655 0.00379451 0.00224048
internal_count=3121 2948 642 493 2306 1882 1236 1042 491
is_linear=0
shrinkage=0.020511


Tree=2924
num_leaves=10
num_cat=0
split_feature=11 3 1 15 43 16 3 4 3
split_gain=4.20848e-05 5.49061e-05 5.37644e-05 9.50361e-05 8.79907e-05 0.000103406 8.28828e-05 7.45373e-05 6.27177e-05
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decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 3 6 -5 -6 -3 -4 -9
right_child=-2 2 7 4 5 -7 -8 8 -10
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leaf_weight=0.0016225565853287107 0.0010049890458311015 0.0010592758509485162 0.0019631691810134341 0.0011051402525934818 0.0012974026597558576 0.0012789007104856811 0.0010302251803295803 0.0018930441054724684 0.0011486542425262203
leaf_count=180 175 863 395 181 355 532 65 239 136
internal_value=0 0.000311343 -0.000218307 -0.00156752 0.000415461 -0.00166139 -0.0050613 0.00133743 -0.000673504
internal_weight=0 0.0123984 0.0107758 0.00577094 0.00368144 0.0025763 0.0020895 0.00500487 0.0030417
internal_count=3121 2946 2766 1996 1068 887 928 770 375
is_linear=0
shrinkage=0.020511


Tree=2925
num_leaves=10
num_cat=0
split_feature=457 11 15 42 51 2 0 0 16
split_gain=4.02693e-05 6.09878e-05 6.59139e-05 6.5046e-05 8.50897e-05 9.61636e-05 9.65726e-05 0.000180532 5.85176e-05
threshold=0.088350000000000026 0.080455000000000013 0.095175000000000023 -0.091214999999999977 -0.076794999999999988 0.099515000000000006 -0.10224499999999999 -0.083914999999999976 -0.074319999999999983
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -5 6 -6 -8 -7
right_child=-2 -3 -4 4 5 8 7 -9 -10
leaf_value=0.004743918585612017 0.003229532453529806 -0.004967271558264175 -0.0046899055418908892 -0.0047391925114207648 -0.0050960567297069987 0.00026336324688288232 0.0068013630214934428 -0.003143107558874916 0.005874805643754798
leaf_weight=0.0012537620867447705 0.0013381097770846445 0.0010281832368686248 0.0010313484700645434 0.0012865721496059202 0.0015274833694313614 0.0012499863026359088 0.0012212007848285877 0.0016933511282513686 0.0017109113289123794
leaf_count=278 158 186 356 382 160 246 618 548 189
internal_value=0 -0.000376078 5.40593e-05 0.000546119 -5.9559e-05 0.000753725 -0.00108074 0.00102364 0.00350585
internal_weight=0 0.0120028 0.0109746 0.00994327 0.00868951 0.00740293 0.00444204 0.00291455 0.0029609
internal_count=3121 2963 2777 2421 2143 1761 1326 1166 435
is_linear=0
shrinkage=0.0197145


Tree=2926
num_leaves=10
num_cat=0
split_feature=133 42 475 43 42 133 1 4 2
split_gain=4.22899e-05 7.1728e-05 9.30632e-05 6.75926e-05 6.97964e-05 0.000122663 6.71298e-05 0.000145201 9.85475e-05
threshold=0.10622000000000002 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.14792499999999997 0.092145000000000019 0.083950000000000011 0.094465000000000007 -1.0000000180025095e-35 0.11215000000000001
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 5 6 7 -5 -8
right_child=-2 2 3 4 -6 -7 8 -9 -10
leaf_value=-0.003433042125498061 -0.0041373218439838093 -0.004897336811181369 0.0068035685176604929 0.0021076907893716173 -0.0033386651519325124 0.0086175326920433122 0.0069717138650966966 -0.007443698341669025 -0.00060721517555066605
leaf_weight=0.0018821378461805803 0.0010059736547554264 0.0010505778578445988 0.0010022700429123165 0.001851943184706378 0.00133091642125287 0.0010138227896836589 0.0014139692853775013 0.0011167097410992239 0.0016014291607642332
leaf_count=720 435 427 98 368 326 289 171 111 176
internal_value=0 0.000324691 0.00100595 0.0016706 0.0010529 0.00188813 0.00074803 -0.00148523 0.00294667
internal_weight=0 0.0122638 0.0103816 0.00933106 0.00832879 0.00699787 0.00598405 0.00296865 0.0030154
internal_count=3121 2686 1966 1539 1441 1115 826 479 347
is_linear=0
shrinkage=0.0209212


Tree=2927
num_leaves=14
num_cat=0
split_feature=403 403 50 42 3 47 51 4 151 43 52 4 16
split_gain=0.000138184 0.000183181 0.000151182 0.000125583 0.000161168 0.000167415 0.000173072 0.000185596 0.00029775 0.000188862 0.00014632 0.00018844 9.1804e-05
threshold=0.10301500000000001 0.03138500000000001 0.079410000000000008 -1.0000000180025095e-35 -0.15713499999999997 0.10904500000000002 -0.076794999999999988 0.24564500000000003 -0.024429999999999997 -0.083684999999999996 0.10160000000000001 -0.0024449999999999997 -0.08595499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -5 6 -6 8 -8 -10 11 -11 -13
right_child=-2 -3 -4 4 5 -7 7 -9 9 10 -12 12 -14
leaf_value=-0.00039629516077879394 -0.00065162621627150113 0.00065767385870109396 -0.00056676506071929277 0.00076889636894317487 -0.00049031299932660879 -0.00061729305778217833 0.00081870480432492173 0.00073917538182229504 0.00059102304446300347 0.00039357105331075685 -0.00086963616876301227 -0.00080534752858948077 -9.5019449838580373e-05
leaf_weight=0.001993528757922935 0.0010541392383672478 0.0013781323591101268 0.0015578799702268614 0.0010601689885418137 0.0013964684530283775 0.0011747765808200238 0.0014194978175365858 0.0016757788262757164 0.0010604007058063443 0.0015689162067906472 0.0010019221877011937 0.0010802484565154199 0.0013347155822838949
leaf_count=545 202 174 548 136 290 101 185 228 120 270 180 75 67
internal_value=0 2.34767e-05 -3.00636e-05 2.65592e-05 9.25562e-05 3.13377e-05 0.000103647 0.000194382 7.20955e-05 -0.00010319 -0.000250838 -9.52135e-05 -0.00041276
internal_weight=0 0.0177024 0.0163243 0.0147664 0.0127729 0.0117127 0.0105379 0.00914148 0.0074657 0.0060462 0.0049858 0.00398388 0.00241496
internal_count=3121 2919 2745 2197 1652 1516 1415 1125 897 712 592 412 142
is_linear=0
shrinkage=0.00181146


Tree=2928
num_leaves=11
num_cat=0
split_feature=15 15 15 133 160 42 3 4 3 16
split_gain=4.22891e-05 0.000111799 8.94143e-05 8.64491e-05 8.4893e-05 6.5818e-05 7.12668e-05 0.000133764 0.000107784 0.000200862
threshold=-0.24436499999999997 -0.11713499999999999 -0.10091499999999999 -0.083244999999999986 -0.082299999999999984 0.091295000000000015 -0.12018999999999998 0.033845000000000007 0.10299500000000002 -0.078844999999999985
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 -4 -5 6 -6 8 9 -8
right_child=1 2 3 4 5 -7 7 -9 -10 -11
leaf_value=0.0038790829752037093 -0.0065041226622774015 0.0060036330682423367 0.0044894973586918577 -0.0064463703531075743 0.0037326814821194054 0.0035180819147447185 0.0028943598390141611 -0.0078242338061577481 0.0046133311211168865 -0.0087854278811535288
leaf_weight=0.001078552504254998 0.0011298491525133661 0.0010367722567848773 0.001357750733517518 0.0010837694366608629 0.0010034800498799051 0.0015131700363537511 0.001282775067627896 0.0013347148636395287 0.0012639174048451052 0.0011978921902195034
leaf_count=253 231 85 378 458 180 418 333 152 100 533
internal_value=0 -0.000358023 0.000269033 -0.000323295 -0.00107615 -0.000309942 -0.00126221 -0.00224902 -0.000261795 -0.00274571
internal_weight=0 0.0122041 0.0110742 0.0100375 0.00867972 0.00759595 0.00608278 0.0050793 0.00374458 0.00248067
internal_count=3121 2868 2637 2552 2174 1716 1298 1118 966 866
is_linear=0
shrinkage=0.020511


Tree=2929
num_leaves=13
num_cat=0
split_feature=484 15 15 15 133 160 42 43 16 4 0 49
split_gain=0.000124374 0.000133383 9.08295e-05 0.000123628 8.92274e-05 0.000125152 0.000105898 0.000137798 0.000133363 0.000210745 0.000134299 0.000107627
threshold=-0.0068949999999999992 -0.24436499999999997 -0.11713499999999999 -0.10091499999999999 -0.083244999999999986 -0.082299999999999984 -1.0000000180025095e-35 -0.12152999999999999 0.15891500000000003 -0.082594999999999988 -0.10096999999999999 -0.069799999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 -4 -5 -6 -7 -8 9 -9 11 -11
right_child=1 2 3 4 5 6 7 8 -10 10 -12 -13
leaf_value=-0.00062858667374491141 0.00067643431706792536 -0.00049240978436274215 0.00060845592390813006 0.00037450710848754121 -0.00067276977098912208 -0.00044032890506939901 0.00072967145214876958 0.00095140351083883323 -0.0004599563745943632 -0.00029341749203920796 -0.00064273276460213651 0.00055243689925983577
leaf_weight=0.0011927611333785891 0.0011325378330073561 0.0014246592000724126 0.0012780724153704836 0.0017765054502014996 0.0012896723759377544 0.0018533769269176549 0.00108398403711086 0.0010010735217021896 0.0019105212585340293 0.0010092571274093742 0.0010820922070469258 0.0013545729366989416
leaf_count=503 232 187 74 343 375 445 73 78 245 55 419 92
internal_value=0 2.74812e-05 -2.13089e-05 2.78994e-05 -3.21273e-05 -0.000100377 -2.09565e-05 8.34921e-05 -2.66842e-05 0.000159458 -7.06092e-05 0.000191292
internal_weight=0 0.0161963 0.0150638 0.0136391 0.0123611 0.0105846 0.00929488 0.0074415 0.00635752 0.004447 0.00344592 0.00236383
internal_count=3121 2618 2386 2199 2125 1782 1407 962 889 644 566 147
is_linear=0
shrinkage=0.00196078


Tree=2930
num_leaves=14
num_cat=0
split_feature=403 48 457 12 1 52 52 4 4 16 4 0 43
split_gain=0.000126371 0.000106266 0.000191172 0.000129085 0.000108956 0.000137734 0.00015499 0.000196798 0.000203619 0.00020043 0.000122242 0.000112754 8.43016e-05
threshold=-1.0000000180025095e-35 0.12879500000000002 0.088350000000000026 0.11650500000000001 0.11323000000000001 0.11125500000000001 -0.087769999999999987 -1.0000000180025095e-35 -0.059649999999999988 -0.51370499999999997 -0.082109999999999975 0.047850000000000011 -0.074359999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 6 -2 8 10 -9 11 -8 -6
right_child=1 -3 -4 -5 12 -7 7 9 -10 -11 -12 -13 -14
leaf_value=-0.00063670450421329783 -0.00052386893348680828 -0.00051584363161408405 0.00074081707768618252 -0.00064975746646095671 0.00080807955233891361 -0.00057481868442136599 0.00087808116972952802 0.00042818432469051809 0.0011760048730633842 -0.0006251907214678364 -0.00035174235724308819 2.6503918688600948e-05 0.0001204033078176734
leaf_weight=0.0010933032000706019 0.0013883842318957963 0.0011864459241521788 0.001468250785181425 0.0010119502312505068 0.0011243121119942291 0.0014594866368542797 0.0011354765192988117 0.0010875356300830141 0.0010396898320952411 0.0017283052982005453 0.0010226233487206204 0.0011631369365701083 0.0015909114070061015
leaf_count=756 464 88 146 115 133 327 135 50 266 220 186 48 187
internal_value=0 3.82756e-05 8.14708e-05 1.10738e-05 6.35648e-05 -2.89564e-05 6.40575e-05 0.000177795 0.000433589 -0.000218356 0.000201181 0.000447169 0.000405154
internal_weight=0 0.0164065 0.0152201 0.0137518 0.0127399 0.0100246 0.00856515 0.00717677 0.00436093 0.00281584 0.00332124 0.00229861 0.00271522
internal_count=3121 2365 2277 2131 2016 1696 1369 905 635 270 369 183 320
is_linear=0
shrinkage=0.00192234


Tree=2931
num_leaves=14
num_cat=0
split_feature=147 484 15 11 12 12 42 3 47 1 15 2 0
split_gain=0.000122932 0.000155132 0.000146299 9.58043e-05 9.88693e-05 0.000140872 8.563e-05 0.000108115 0.000141143 0.000139027 0.000221085 0.000175405 0.00011797
threshold=0.087350000000000025 -0.0068949999999999992 -0.24436499999999997 1.0000000180025095e-35 0.10711000000000002 0.097825000000000009 0.092395000000000019 0.10893000000000001 0.09550500000000002 0.093890000000000015 -0.0063699999999999989 0.092235000000000025 -0.083914999999999976
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 6 7 8 9 10 -4 12 -12
right_child=-2 2 3 -5 -6 -7 -8 -9 -10 -11 11 -13 -14
leaf_value=-0.00074394425163723358 0.000616532336924086 0.0006643658897312625 -0.00061279238946485633 -0.00054715307734523751 -0.00054142562045182479 0.00064146598391056156 -0.00049873859744462695 -0.00038693040898621459 0.00071900153840470031 0.00065202248195091563 0.00033734101747168806 0.00080243478911639569 -0.0005268225080909141
leaf_weight=0.0010129821675574765 0.001022656512647351 0.0010613827928865381 0.0018395269955094212 0.001196709006137441 0.0010515736582049915 0.0012288967107181486 0.0011371831534627364 0.0016521032805778546 0.0011886582558145245 0.0010009289682013506 0.0010349820924666581 0.0010677193817938135 0.0011260948895953145
leaf_count=486 146 222 416 172 177 161 284 99 94 161 289 73 341
internal_value=0 -4.47476e-05 3.81166e-06 -4.80281e-05 4.24452e-07 5.09557e-05 -2.1271e-05 3.96681e-05 0.000136774 2.2745e-05 -0.000101529 0.00018975 -0.000112958
internal_weight=0 0.0155987 0.0145858 0.0135244 0.0123277 0.0112761 0.0100472 0.00891001 0.00725791 0.00606925 0.00506832 0.0032288 0.00216108
internal_count=3121 2975 2489 2267 2095 1918 1757 1473 1374 1280 1119 703 630
is_linear=0
shrinkage=0.00184769


Tree=2932
num_leaves=13
num_cat=0
split_feature=403 484 15 15 2 43 52 151 16 16 16 0
split_gain=9.74064e-05 0.000103205 0.000122385 0.000108129 0.000121209 0.000155964 0.000107288 0.000116995 0.000100128 0.00015213 6.04233e-05 0.000106313
threshold=-1.0000000180025095e-35 -0.0068949999999999992 -0.24436499999999997 -0.11713499999999999 0.092875000000000013 -0.084999999999999978 -0.088204999999999992 -0.024429999999999997 0.22339500000000004 -0.090764999999999985 -0.15241499999999997 -0.084269999999999984
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 -4 6 -6 -5 -8 9 -7 -9 -12
right_child=1 2 3 4 5 8 7 10 -10 -11 11 -13
leaf_value=-0.00058192508688263592 -0.00052498157517010197 0.00066939023298466147 -0.00052117725480650234 -0.00023559617313701595 0.00039118476013358871 -0.00060756296997806008 0.00089800574800762308 0.00056773767140939652 -0.00084303738515022859 0.00030688308626526499 -0.0002878934974055794 0.00037475897702846268
leaf_weight=0.0010349624309162536 0.0011641732697491572 0.0010774299039930059 0.0012392815802972851 0.0014705087633415555 0.0013264773733734983 0.0013236000944370462 0.0010672125725905268 0.0012201682613635061 0.0010859752988579968 0.0012625902174052128 0.0015473047018672273 0.0019358365639613024
leaf_count=756 450 217 141 196 157 123 141 55 188 218 209 270
internal_value=0 1.49809e-05 5.81654e-05 9.30764e-06 6.30199e-05 -0.000162709 0.000218845 0.000334651 -0.000362789 -0.000161126 0.000206822 8.0391e-05
internal_weight=0 0.0157206 0.0145564 0.013479 0.0122397 0.00499864 0.00724103 0.00577052 0.00367217 0.00258619 0.00470331 0.00348314
internal_count=3121 2365 1915 1698 1557 686 871 675 529 341 534 479
is_linear=0
shrinkage=0.00188464


Tree=2933
num_leaves=12
num_cat=0
split_feature=1 16 43 147 15 12 13 3 15 2 3
split_gain=4.19622e-05 6.4558e-05 0.000130399 6.44867e-05 8.31438e-05 9.35211e-05 0.000114638 0.00014417 0.000106848 0.00013448 5.02632e-05
threshold=0.077565000000000009 0.19444000000000003 -0.088249999999999981 1.0000000180025095e-35 0.035560000000000008 0.09334000000000002 -0.084154999999999994 0.10893000000000001 -0.037864999999999989 0.089525000000000007 -0.082879999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 6 -2 8 9 -8 -4
right_child=3 -3 10 -5 -6 -7 7 -9 -10 -11 -12
leaf_value=-0.0092496888549622996 0.0083926109187097558 0.002330408322514035 0.0030231274042800318 0.0056230727799868718 -0.0046956713814217971 -0.0039551721048591551 -0.0043246867510809278 -0.0052179332992263131 0.0085281184748872783 0.0059528079297717796 -0.0031899487015257387
leaf_weight=0.0010175815994471222 0.0010316461139073365 0.001241198720830396 0.0010009575697236283 0.0010273501049197576 0.0012491531089840564 0.0012641429720634256 0.0011431748715764183 0.0012140609186617191 0.0010285630316605628 0.0010078198071022191 0.0012099317265698941
leaf_count=310 243 196 479 139 371 210 165 69 148 140 651
internal_value=0 -0.00164518 -0.00317361 0.000787634 0.000161867 0.00106894 0.00223962 0.000794858 0.00309074 0.000490696 -0.000377042
internal_weight=0 0.00446967 0.00322847 0.00896591 0.00793856 0.00668941 0.00542526 0.00439362 0.00317956 0.00215099 0.00221089
internal_count=3121 1636 1440 1485 1346 975 765 522 453 305 1130
is_linear=0
shrinkage=0.020511


Tree=2934
num_leaves=11
num_cat=0
split_feature=4 0 4 1 2 2 3 12 3 4
split_gain=4.14076e-05 9.43311e-05 6.4409e-05 6.13999e-05 8.23086e-05 7.66692e-05 0.000133916 6.65846e-05 5.67329e-05 5.14637e-05
threshold=-0.49405499999999997 1.0000000180025095e-35 -0.084369999999999987 0.085110000000000005 0.090050000000000005 0.089775000000000008 0.088060000000000013 0.098330000000000015 -1.0000000180025095e-35 0.071150000000000005
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 -4 7 -7 8 -5 -8
right_child=1 -3 3 5 -6 6 9 -9 -10 -11
leaf_value=-0.0035231331098228109 -0.0048439847310829129 0.0050674055371975456 0.0016000798840379283 -0.0056852023365813265 -0.0054229801675193968 0.0083857922663015429 0.0035194519630034758 0.0032864013721779668 1.1882900754330374e-05 -0.0022703923171507874
leaf_weight=0.0011505935215657672 0.0010499847587226796 0.0013819776092128836 0.0010973135320277525 0.0011539217157872602 0.0014434173958246966 0.0012011800623768524 0.0010735076832122381 0.0010504862145037652 0.001504152053880227 0.0012313250304076817
leaf_count=156 387 186 652 442 697 218 78 99 86 120
internal_value=0 0.000312656 -0.000295468 0.000194099 -0.0023898 0.00110406 0.00315327 -0.000833231 -0.00246133 0.000426308
internal_weight=0 0.0121873 0.0108053 0.0097553 0.00254073 0.00721457 0.00350601 0.00370856 0.00265807 0.00230483
internal_count=3121 2965 2779 2392 1349 1043 416 627 528 198
is_linear=0
shrinkage=0.0193279


Tree=2935
num_leaves=10
num_cat=0
split_feature=2 12 133 160 151 4 474 52 2
split_gain=4.09718e-05 5.06774e-05 4.80429e-05 8.68931e-05 0.000119755 0.000208519 0.000115392 6.77302e-05 5.92408e-05
threshold=-1.0000000180025095e-35 0.10832500000000002 -0.086649999999999991 -1.0000000180025095e-35 -0.0083949999999999979 0.181285 0.079590000000000008 0.077655000000000016 0.089885000000000007
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 6 -5 7 -4 8 -6
right_child=1 -3 3 4 5 -7 -8 -9 -10
leaf_value=0.0038233458572107509 0.0036129619126702901 -0.0049681617401056092 -0.0081920030558375687 -0.0046443331759571209 -0.005509255196239079 0.010717714951718447 0.0013456185418086509 0.0033195777137929052 0.00072175801365784978
leaf_weight=0.0011544978456186706 0.001478669986062873 0.0010068542468934941 0.0013400562219677194 0.0015417140361942989 0.0012079723194934489 0.0010366076566356072 0.0010153365648150059 0.0018511989661154846 0.0016356643591173906
leaf_count=199 415 238 545 257 331 131 244 418 343
internal_value=0 -0.000383914 3.16412e-05 -0.000518347 0.000635289 0.00205547 -0.00408063 0.000142864 -0.00192517
internal_weight=0 0.0121141 0.0111072 0.00962855 0.00727316 0.00573144 0.00235539 0.00469484 0.00284364
internal_count=3121 2922 2684 2269 1480 1223 789 1092 674
is_linear=0
shrinkage=0.0213396


Tree=2936
num_leaves=10
num_cat=0
split_feature=42 47 42 457 16 16 3 12 2
split_gain=3.98273e-05 6.16452e-05 7.1739e-05 7.72341e-05 7.82367e-05 0.000116416 6.99677e-05 9.03389e-05 6.84976e-05
threshold=0.10256000000000001 0.11069000000000002 -1.0000000180025095e-35 0.045365000000000009 0.22339500000000004 -0.014754999999999999 0.090900000000000009 0.088365000000000013 0.092755000000000018
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 6 7 -4 -7
right_child=-2 -3 3 -5 -6 8 -8 -9 -10
leaf_value=-0.0044022631302270999 -0.0039377933568717615 0.0048943144332222726 0.0032638849694061351 0.0049858524094052404 -0.005386888503000167 0.00092659019321860553 -0.006162184547238791 -0.0047889342877640894 0.0090560512132409066
leaf_weight=0.0016833822188268748 0.0011641140003650638 0.0013177052951799115 0.0018726074969768903 0.0016172363388299625 0.0012693781047521096 0.0010205057575628064 0.0011405696212095917 0.0010842767646964662 0.0010230497508414843
leaf_count=832 346 148 448 233 257 349 131 253 124
internal_value=0 0.000362907 -0.000194563 0.000590048 -0.000369289 0.000667875 -0.00149091 0.000310951 0.00499638
internal_weight=0 0.0120287 0.010711 0.00902762 0.00741039 0.00614101 0.00409745 0.00295688 0.00204356
internal_count=3121 2775 2627 1795 1562 1305 832 701 473
is_linear=0
shrinkage=0.0222017


Tree=2937
num_leaves=14
num_cat=0
split_feature=403 403 4 0 151 160 42 43 0 48 151 1 0
split_gain=0.000153858 0.00020291 0.00012637 0.000149596 0.000154558 0.000258704 0.000213573 0.000301761 0.000151017 0.00014524 0.00011901 0.000124278 8.73771e-05
threshold=0.10301500000000001 0.03138500000000001 0.24564500000000003 0.15398500000000004 -0.086654999999999982 -0.082299999999999984 -1.0000000180025095e-35 -0.074359999999999996 -0.10096999999999999 0.086260000000000017 -0.00099499999999999979 0.111945 -0.036484999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 -6 -7 -8 9 -9 -4 -12 -10
right_child=-2 -3 10 -5 5 6 7 8 12 -11 11 -13 -14
leaf_value=0.00043897931585659027 -0.00067413017361198807 0.00068640332019261486 -0.00024166384398147849 0.00050341387645948428 -0.0010064485944902889 -0.00086751872493140707 0.00059473003044259671 0.00033191794402281092 -0.0009784904598819815 -0.00042045652086361731 9.3398672784810565e-06 0.00081020486176519558 -0.00025169319594595211
leaf_weight=0.001153946589694285 0.0010180847161608856 0.0013912084378812804 0.0010116719322005776 0.0011341193772200784 0.001238149035187922 0.0010937410491128939 0.001842838192895031 0.0018309044857485199 0.0010337048596675421 0.0014502207796449618 0.0010412195670551619 0.001479513709655874 0.0010533187706563867
leaf_count=211 202 174 96 39 432 540 394 88 436 67 80 215 147
internal_value=0 3.69308e-05 -2.18814e-05 -0.000109892 -0.000174917 -0.00024915 -0.000136245 -2.53276e-05 -0.000238188 -6.2318e-07 0.000272888 0.000479398 -0.000611677
internal_weight=0 0.0167546 0.0153633 0.0118309 0.0106968 0.00954288 0.00830473 0.00721099 0.00536815 0.00328113 0.00353241 0.00252073 0.00208702
internal_count=3121 2919 2745 2354 2315 2104 1672 1132 738 155 391 295 583
is_linear=0
shrinkage=0.00177594


Tree=2938
num_leaves=10
num_cat=0
split_feature=15 15 15 133 160 42 133 12 4
split_gain=3.86811e-05 0.000107458 7.0528e-05 6.85333e-05 7.40147e-05 6.43427e-05 6.54551e-05 0.000207487 8.07195e-05
threshold=-0.24436499999999997 -0.11713499999999999 -0.10091499999999999 -0.083244999999999986 -1.0000000180025095e-35 0.088060000000000013 0.091580000000000009 0.084100000000000022 -0.0024449999999999997
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 -4 -5 6 7 8 -6
right_child=1 2 3 4 5 -7 -8 -9 -10
leaf_value=0.0035005279054161689 -0.0060723627694987707 0.005034268229048248 0.003785687978340212 -0.0045753286495887118 0.0046707564358241605 0.0031504210636560566 0.0031374164961178305 -0.0089949201914625021 -0.0019505605035055036
leaf_weight=0.0010751017928374964 0.0011044657698808672 0.0010427179988899147 0.0013589201284215638 0.0016428568253862184 0.0011087342154807514 0.0017848166627767569 0.0010775298343396189 0.0011958365156013711 0.0018116414363060261
leaf_count=253 231 85 378 706 209 453 163 510 133
internal_value=0 -0.000324676 0.000251219 -0.000248501 -0.000884376 -1.54701e-05 -0.00110342 -0.00221357 0.000563253
internal_weight=0 0.0121275 0.0110231 0.00998034 0.00862142 0.00697856 0.00519374 0.00411621 0.00292038
internal_count=3121 2868 2637 2552 2174 1468 1015 852 342
is_linear=0
shrinkage=0.0193279


Tree=2939
num_leaves=12
num_cat=0
split_feature=48 16 474 15 48 2 42 133 43 13 2
split_gain=3.85058e-05 8.53997e-05 5.71705e-05 0.000122952 0.000122435 7.88358e-05 0.000117029 0.000202869 0.000142017 0.000105055 4.55425e-06
threshold=0.11951500000000001 -0.48836499999999994 0.084660000000000027 -0.14147499999999996 0.091545000000000015 0.10644500000000001 -0.095284999999999995 1.0000000180025095e-35 -0.072864999999999985 -0.090639999999999984 0.083385000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 5 6 -5 8 -8 -10 -11
right_child=-2 2 -4 4 -6 -7 7 -9 9 10 -12
leaf_value=0.0050589186726842971 -0.004026009434118431 -0.0078645981804605931 0.0045364175045937054 0.0045899695055600072 0.0066177470466505742 0.0042193658694200655 0.0056373866808787677 -0.01200517649548569 0.0021289435799340226 -0.0054600343598726368 -0.0075332540256246089
leaf_weight=0.0015748526022911534 0.0010434872898598549 0.0010663281380628 0.0010140274242672236 0.001050202634645515 0.0011387215911297047 0.001133260230188754 0.0010625838692393513 0.0010327071586131564 0.0010046049382359049 0.0010078844467922652 0.0010001262776729563
leaf_count=244 114 250 341 169 170 269 205 626 149 186 398
internal_value=0 0.000332014 -0.00037625 -0.000900825 -1.99723e-05 -0.00105661 -0.00202753 -0.00338812 -0.00120444 -0.00361763 -0.00649264
internal_weight=0 0.0120853 0.0105104 0.00949642 0.00843009 0.00729137 0.00615811 0.00510791 0.0040752 0.00301262 0.00200801
internal_count=3121 3007 2763 2422 2172 2002 1733 1564 938 733 584
is_linear=0
shrinkage=0.0217664


Tree=2940
num_leaves=14
num_cat=0
split_feature=484 15 15 151 43 13 0 3 12 0 48 42 2
split_gain=8.06048e-05 0.000132823 7.68017e-05 8.9645e-05 0.000105117 0.000107854 0.000164714 0.000186777 9.87702e-05 9.12171e-05 8.70767e-05 6.09755e-05 5.14512e-05
threshold=-0.0068949999999999992 -0.24436499999999997 -0.11713499999999999 -0.086944999999999981 -0.074359999999999996 -0.095304999999999987 -0.10011499999999998 -0.081054999999999974 0.090455000000000021 -0.026509999999999995 0.085325000000000012 0.090310000000000015 0.10188000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 -4 8 12 10 -8 9 -5 -7 -10 -6
right_child=1 2 3 4 5 6 7 -9 11 -11 -12 -13 -14
leaf_value=-0.0004993447562828807 0.00067567292138634037 -0.00046197631852234236 0.00056142995838699629 -0.00043247368542829578 0.00039875137405337533 0.00030862285398751925 -8.0626176549749928e-05 -0.0011585126878483772 0.00018501369849620598 0.00034285498844338467 -0.00038799797242894282 0.00082161240807330127 -0.00015626961135522879
leaf_weight=0.001112515955397902 0.0010414598308125704 0.00128014748741516 0.0010086381819676424 0.0011655840018451775 0.0013992653622019484 0.0014600652510874412 0.0010153427931931945 0.0013047669138542542 0.0010909033756763865 0.0010025493597390087 0.0011310538350057797 0.0010476506286084958 0.0010298902438123925
leaf_count=503 232 187 166 345 105 105 544 462 169 60 39 128 76
internal_value=0 2.64491e-05 -2.20689e-05 2.24285e-05 -2.42491e-05 -0.000161391 -0.000322056 -0.0006868 0.000209497 -7.39601e-05 4.5397e-06 0.000496875 0.000163439
internal_weight=0 0.0149773 0.0139359 0.0126557 0.0116471 0.00734038 0.00491123 0.00232011 0.00430669 0.00216813 0.00259112 0.00213855 0.00242916
internal_count=3121 2618 2386 2199 2033 1331 1150 1006 702 405 144 297 181
is_linear=0
shrinkage=0.00188464


Tree=2941
num_leaves=10
num_cat=0
split_feature=15 15 151 43 47 13 1 13 49
split_gain=3.87142e-05 8.28434e-05 6.64739e-05 6.55655e-05 0.000105458 0.000122193 0.000104962 6.33732e-05 5.78266e-05
threshold=-0.24436499999999997 -0.11713499999999999 -0.024429999999999997 -0.084004999999999982 0.09550500000000002 -0.095304999999999987 0.086560000000000012 0.065590000000000009 -0.047584999999999995
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 -2 8 7 5 -5 -7 -4 -3
right_child=1 2 3 4 -6 6 -8 -9 -10
leaf_value=0.0037299857687654891 -0.0057519431918105273 0.0069976537599771068 0.0053406721736063804 0.0014183297119368067 0.0042990244881935345 -0.0011613707422573865 -0.0084053929201704063 -0.00097328880188551057 5.9790002708242635e-05
leaf_weight=0.0010664178624258955 0.001085538610772944 0.0010160728750542771 0.0013076502628312885 0.0017973219909657185 0.0010213771813253128 0.0015127938704866664 0.0018962862850600238 0.0013688116799204057 0.0010056441202426622
leaf_count=253 231 209 292 155 137 1001 439 166 238
internal_value=0 -0.000347837 0.000189083 -0.000573248 -0.00172707 -0.00290925 -0.00519083 0.00211155 0.00354662
internal_weight=0 0.0120115 0.010926 0.00890424 0.00622778 0.0052064 0.00340908 0.00267646 0.00202172
internal_count=3121 2868 2637 2190 1732 1595 1440 458 447
is_linear=0
shrinkage=0.020511


Tree=2942
num_leaves=15
num_cat=0
split_feature=48 4 3 52 13 48 150 4 1 403 15 4 16 4
split_gain=0.000211136 0.000195603 0.000179629 0.000248308 0.000176416 0.000190058 0.00027106 0.000150687 0.000111005 9.94815e-05 0.000163517 0.000136122 8.14882e-05 5.98603e-05
threshold=0.12879500000000002 0.36766000000000004 0.10542000000000001 -0.0092699999999999987 -0.086919999999999983 0.092475000000000016 0.086615000000000011 -0.35136499999999998 0.083345000000000016 0.03138500000000001 0.084050000000000014 -1.0000000180025095e-35 -0.4714549999999999 0.071150000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -4 8 6 7 -6 -1 10 11 -9 -3 -13
right_child=-2 12 3 -5 5 -7 -8 9 -10 -11 -12 13 -14 -15
leaf_value=-0.001056287360510855 -0.00078176238194734124 0.00099833107703491955 0.0010800842402664574 -7.2905888827117681e-05 -0.00066692918404456585 0.00075585948129666669 -0.00099401735032377068 0.00063096379013796104 -0.00018754027401109526 0.0006331524467356334 -0.0006366139182209787 -0.00045517761276501291 0.00022204256855841916 0.00020652423632457382
leaf_weight=0.001160598845981982 0.0012691717017194728 0.0010406648312810069 0.0012147786749183709 0.0017564714983133714 0.0010484107739334707 0.00106707121734237 0.0011795643210486366 0.0016513945796112935 0.0011027963525174767 0.0012415552467339303 0.0011457392787261565 0.0010415146627742828 0.0010388810562639017 0.0010611574164675957
leaf_count=349 90 158 80 56 143 167 157 437 114 213 708 217 152 80
internal_value=0 4.77266e-05 -3.20464e-05 0.000398488 -0.000141384 -2.3464e-05 -0.000122826 2.01029e-05 -0.000633007 0.000137388 1.17672e-05 0.000209653 0.00061052 -0.000121236
internal_weight=0 0.0167506 0.0146711 0.00297125 0.0116998 0.00943641 0.00836934 0.00718977 0.0022634 0.00614136 0.00489981 0.00375407 0.00207955 0.00210267
internal_count=3121 3031 2721 136 2585 2122 1955 1798 463 1655 1442 734 310 297
is_linear=0
shrinkage=0.00196078


Tree=2943
num_leaves=14
num_cat=0
split_feature=1213 48 42 43 4 48 1 133 47 160 133 12 2
split_gain=0.000406358 0.000158413 0.000175501 0.000174349 0.000404182 0.000230367 0.000306551 0.000331416 0.000268866 0.00016152 0.000138703 0.00037001 0.000117695
threshold=-1.0000000180025095e-35 -0.086869999999999989 -0.11466499999999999 -0.15582499999999996 -0.49405499999999997 0.12879500000000002 0.099660000000000012 -0.085499999999999979 0.087885000000000019 -1.0000000180025095e-35 0.076280000000000014 0.083370000000000014 0.08622500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 -4 -5 6 7 -6 9 -8 11 12 -9
right_child=1 2 3 4 5 -7 8 10 -10 -11 -12 -13 -14
leaf_value=-0.0011786759184973853 -0.00065220266186104812 -0.00061058818706472874 0.0006721112575129801 -0.0010701248261028378 0.00097501148564804816 -0.00065285235879575948 0.00044887754777660211 0.0004242466664678634 -8.2045328592729393e-06 0.0013422503536762165 0.00028467139829781103 -0.0012056107760466813 -0.00031971495990605706
leaf_weight=0.0010000827029411899 0.0010565287990247632 0.0011501052968899269 0.0019987100294842535 0.0010117264671132232 0.0010603573874635938 0.0011094105514439798 0.0012435664581109326 0.0013444751115583471 0.001531370077554833 0.0017034838129751512 0.0017258358534135267 0.0012632313076904956 0.0017235496577581166
leaf_count=491 77 132 141 131 255 75 144 69 116 305 706 388 91
internal_value=0 5.57277e-05 0.000100075 0.000152082 7.63088e-05 0.0001676 0.000246095 3.02579e-06 0.000632399 0.000965274 -0.00016713 -0.000347156 6.30519e-06
internal_weight=0 0.0179224 0.0168658 0.0157157 0.013717 0.0127053 0.0115959 0.00711745 0.00447842 0.00294705 0.00605709 0.00433126 0.00306802
internal_count=3121 2630 2553 2421 2280 2149 2074 1509 565 449 1254 548 160
is_linear=0
shrinkage=0.00188464


Tree=2944
num_leaves=12
num_cat=0
split_feature=1 15 16 42 43 52 4 4 15 0 16
split_gain=8.50374e-05 0.000128996 0.000113981 9.31536e-05 0.000103329 0.000111173 0.00011321 0.000186107 0.000109204 0.000109037 8.40828e-05
threshold=0.104035 -0.016799999999999995 -0.071854999999999988 0.092395000000000019 0.15359500000000004 -0.088204999999999992 -0.0016099999999999997 -0.062539999999999984 0.088345000000000021 -0.10224499999999999 -0.44310499999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 10 4 5 -1 7 8 -7 -8 -2
right_child=1 -3 -4 -5 -6 6 9 -9 -10 -11 -12
leaf_value=-0.00058079718211101906 -4.2782687760861132e-05 0.00055612198798353529 -0.00029816335106299633 -0.00050713986269745946 0.00045906351401231422 -0.0003120779622622418 -0.00062968287372363371 0.00079835158710503634 0.00038450730218715656 9.9566531032121422e-05 0.00059376386871372484
leaf_weight=0.0011914979531899052 0.0013045916875943672 0.0017096221431164987 0.0019963480966596033 0.00139237519491735 0.0010932165797686456 0.0017765122885199406 0.0013267934944721886 0.0010125648658920925 0.0010394599730152547 0.0010867581759685138 0.0011269825633259353
leaf_count=419 173 154 213 459 156 471 150 360 236 179 151
internal_value=0 0.000157859 4.0899e-06 -9.77796e-05 -3.09336e-05 -0.000102995 -1.17912e-05 0.000170732 -5.49474e-05 -0.000301321 0.000252243
internal_weight=0 0.00613754 0.00442792 0.00991918 0.0085268 0.00743359 0.00624209 0.00382854 0.00281597 0.00241355 0.00243157
internal_count=3121 691 537 2430 1971 1815 1396 1067 707 329 324
is_linear=0
shrinkage=0.00170698


Tree=2945
num_leaves=14
num_cat=0
split_feature=403 50 159 52 151 4 159 2 13 43 2 4 4
split_gain=0.000155356 0.000112334 0.000118952 0.00015951 0.000202546 0.000180708 0.000107682 0.000199013 0.000159769 0.000144203 0.00015432 0.000194637 8.46887e-05
threshold=-1.0000000180025095e-35 0.10124500000000002 -0.026354999999999996 0.11434500000000002 -0.083274999999999988 0.40473500000000007 0.082585000000000006 0.11411 0.18141000000000002 -0.084004999999999982 0.088225000000000012 0.053180000000000012 0.0061450000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 -4 6 7 8 9 -6 11 -11 -12
right_child=1 -3 3 -5 5 -7 -8 -9 -10 10 12 -13 -14
leaf_value=-0.00067791608636308225 0.00063005194289583125 -0.00055281188457781817 -0.00050887260861713299 -0.00062317051426224838 0.00093123688417690877 0.00089150687264739491 -0.00042992414215120312 -0.00057380377439264821 -0.00027523349574293943 -0.0006368883305590033 0.00025803737558291939 0.00038634192469982242 0.00085687148175537359
leaf_weight=0.001096118182586754 0.0011311235762523813 0.0010319411184785956 0.0016955243110173901 0.0011633466062651093 0.0012260852744803317 0.0010149850484321701 0.0011579925659343541 0.0010881305228999114 0.0015527038723113229 0.0011545918806806091 0.0018521266309170226 0.0012933050317467387 0.0013324547609506743
leaf_count=756 214 325 271 146 154 189 259 115 46 275 242 48 81
internal_value=0 2.60846e-05 6.42261e-05 2.01818e-05 7.61698e-05 0.000161153 9.15956e-05 0.00015517 0.000249474 0.000368262 0.000245713 -9.62819e-05 0.000508594
internal_weight=0 0.0166943 0.0156624 0.0145312 0.0133679 0.0116724 0.0106574 0.0094994 0.00841127 0.00685856 0.00563248 0.0024479 0.00318458
internal_count=3121 2365 2040 1826 1680 1409 1220 961 846 800 646 323 323
is_linear=0
shrinkage=0.00181146


Tree=2946
num_leaves=13
num_cat=0
split_feature=147 484 15 1 131 12 12 0 0 13 160 16
split_gain=0.000104889 0.000163295 0.000132368 9.97544e-05 8.29087e-05 7.91544e-05 0.000175192 0.000151981 0.000159785 0.000107685 9.31646e-05 7.85625e-05
threshold=0.087350000000000025 -0.0068949999999999992 -0.10653 0.111945 0.088495000000000004 0.088305000000000008 0.095330000000000012 -0.019414999999999998 -0.10096999999999999 -0.016469999999999995 0.086075000000000013 -0.056919999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 5 7 9 8 10 -7 11 -4
right_child=-2 2 4 -5 -6 6 -8 -9 -10 -11 -12 -13
leaf_value=-0.00073760465206274852 0.00055220039854051025 6.0662882349507982e-05 0.00042150053873603343 0.00074532577468497841 -0.00052190660707792541 0.00015724738498171966 -0.00027804359142161953 0.00036432463573182771 -0.00075797812006589719 0.00092313912891632478 -0.00053545913108983643 -0.00025025500409291948
leaf_weight=0.0010513387873629454 0.0010175232767244994 0.0016443143568183871 0.0012948478999957047 0.0012137230564827248 0.0012606534669897503 0.0014769159082922249 0.0017498008842981756 0.0014273349095200033 0.0016960004954051731 0.0010173257106056068 0.0010041755210689618 0.0010223317952711107
leaf_count=486 146 211 78 225 312 279 396 122 569 170 59 68
internal_value=0 -4.77636e-05 1.21564e-06 0.000351419 -8.25454e-05 -3.07262e-05 0.000161368 -0.000157227 -0.000305597 0.000469631 -7.45959e-05 0.000125124
internal_weight=0 0.0158588 0.0148074 0.00285804 0.0119494 0.0106887 0.00424404 0.00644469 0.00501736 0.00249424 0.00332136 0.00231718
internal_count=3121 2975 2489 436 2053 1741 845 896 774 449 205 146
is_linear=0
shrinkage=0.00181146


Tree=2947
num_leaves=10
num_cat=0
split_feature=484 4 42 43 4 4 52 3 2
split_gain=4.0365e-05 7.26166e-05 6.27392e-05 8.43866e-05 9.07583e-05 7.95384e-05 9.15196e-05 8.39792e-05 7.63066e-05
threshold=-1.0000000180025095e-35 0.27044500000000005 0.092395000000000019 0.15359500000000004 0.063160000000000008 0.0061450000000000003 -0.0064899999999999992 -0.0087149999999999988 0.088300000000000003
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 6 7 -2 -8
right_child=1 -3 -4 -5 -6 -7 8 -9 -10
leaf_value=-0.0048474319580085988 0.00068201050676498559 0.0052972648452611383 -0.0047047393199969494 0.0072541313329797788 -0.0056339509933046109 0.0060464773429773607 0.0068483056465647278 -0.0093318648886558282 -0.0015004969802388443
leaf_weight=0.0010042264271832276 0.0010078800757075627 0.0016211912131302341 0.0017542108958905631 0.0010151168798377382 0.0016438419917843127 0.0014740962404694944 0.0012890197499570537 0.0010894180340067523 0.0014589603613765142
leaf_count=515 456 346 435 145 131 113 581 153 246
internal_value=0 0.000365059 -0.000379969 0.000465017 -0.000400431 0.000960951 -0.000586237 -0.00451959 0.00241575
internal_weight=0 0.0123537 0.0107325 0.00897833 0.00796322 0.00631937 0.00484528 0.0020973 0.00274798
internal_count=3121 2606 2260 1825 1680 1549 1436 609 827
is_linear=0
shrinkage=0.0250028


Tree=2948
num_leaves=13
num_cat=0
split_feature=50 48 1 2 52 160 13 13 42 3 4 16
split_gain=0.000136233 0.000182189 0.000197392 0.000184206 9.78349e-05 0.000119992 0.000206347 0.000275857 0.000176257 9.52781e-05 8.12218e-05 0.000100499
threshold=0.10124500000000002 0.11951500000000001 0.10752500000000002 0.11548000000000001 0.11434500000000002 0.086075000000000013 -0.033284999999999988 -0.095304999999999987 -1.0000000180025095e-35 -0.073884999999999992 -1.0000000180025095e-35 -0.020119999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 9 5 6 7 -1 -8 -4 11 -10
right_child=-2 -3 3 -5 -6 -7 8 -9 10 -11 -12 -13
leaf_value=0.00019142470674544094 -0.00067852507055398781 -0.00069570481959139888 0.00063521928027517928 0.001105840656639394 -0.00048850785484206899 -0.00045099176316249704 -0.00019459464622297509 -0.00096502147205829994 0.0012304375969103872 -6.7575868260838392e-05 0.00017631778161895199 0.00044810577579853952
leaf_weight=0.0018992094915396551 0.0010736254625997822 0.0011975956312585403 0.0011393232158811142 0.0011250092170245448 0.0015936977192151083 0.0016482924175629009 0.0015720046791812079 0.0012732603325428787 0.0010375111600602338 0.0019043387553428338 0.0012728964141219788 0.0014616269609575294
leaf_count=117 375 75 87 208 266 252 566 716 46 166 69 178
internal_value=0 2.73849e-05 8.17554e-05 0.000441175 -4.56675e-05 2.37636e-05 0.000115648 -0.000272711 0.000346196 0.000195499 0.000571572 0.000772889
internal_weight=0 0.0171248 0.0159272 0.00416867 0.0117585 0.0101648 0.00851651 0.00317247 0.00534404 0.00304366 0.00377203 0.00249914
internal_count=3121 2746 2671 461 2210 1944 1692 833 859 253 293 224
is_linear=0
shrinkage=0.00192234


Tree=2949
num_leaves=11
num_cat=0
split_feature=1 43 16 147 15 12 13 3 15 2
split_gain=4.2724e-05 5.8875e-05 8.13112e-05 5.66494e-05 7.6026e-05 8.28622e-05 9.7165e-05 0.000128305 9.27081e-05 0.000110882
threshold=0.077565000000000009 0.016310000000000002 0.0057500000000000008 1.0000000180025095e-35 0.035560000000000008 0.09334000000000002 -0.084154999999999994 0.10893000000000001 -0.037864999999999989 0.089525000000000007
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 6 -2 8 9 -8
right_child=3 -3 -4 -5 -6 -7 7 -9 -10 -11
leaf_value=-0.0098214183013880171 0.0097883803000028916 0.0014526571004540639 -0.00071911773038986861 0.0066230516024275441 -0.0055498806320664826 -0.0045540339739677891 -0.0047558701700561564 -0.0059893070179142588 0.010039355544302964 0.0068991029413948621
leaf_weight=0.0010946651430727365 0.0010223571688346552 0.0018220342953347637 0.0015310608755930435 0.0010274417497185143 0.001236720509504699 0.0012598054545729515 0.0011290123546997103 0.001214618195434447 0.0010312518093617022 0.0010021514152740222
leaf_count=1006 243 303 327 139 371 210 165 69 148 140
internal_value=0 -0.00206967 -0.00451387 0.000989993 0.000257002 0.00133543 0.00270959 0.00105617 0.00376219 0.000724726
internal_weight=0 0.00444776 0.00262573 0.00892336 0.00789592 0.0066592 0.00539939 0.00437703 0.00316242 0.00213116
internal_count=3121 1636 1333 1485 1346 975 765 522 453 305
is_linear=0
shrinkage=0.0255028


Tree=2950
num_leaves=14
num_cat=0
split_feature=403 52 1 47 13 2 2 48 150 3 43 4 0
split_gain=0.000132298 0.000142148 0.00011009 0.000161434 0.000131866 0.000125079 0.000114921 0.000110782 0.000196609 0.00010768 0.000161421 0.00014915 4.61493e-05
threshold=-1.0000000180025095e-35 -0.40306999999999998 0.13436000000000001 0.10621500000000002 -0.084319999999999992 0.10613000000000002 0.116525 0.092475000000000016 0.086615000000000011 -0.116045 -0.084004999999999982 -1.0000000180025095e-35 -0.084384999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 5 12 7 8 9 -6 -11 -12 -3
right_child=1 2 -4 -5 6 -7 -8 -9 -10 10 11 -13 -14
leaf_value=-0.00067819151657445365 -0.00066572731272857228 -0.00019996529691662014 0.00066158152143330708 -0.00060908298679584897 -0.00028227617444127239 -0.00064919658222813105 0.0008128979198092054 0.00066612255583112939 -0.0007248524206538902 0.00089981048308275221 0.00047803615907286012 -0.00033864702243124368 0.00038145700661290757
leaf_weight=0.001030471688501784 0.0010119884492904201 0.0010153833694136472 0.0011086763133611238 0.0013145828825297254 0.0014217308700026927 0.001463882343830155 0.0010595280240058092 0.001259092580366418 0.0010396474853404704 0.0012905115301682295 0.0017791169242627834 0.0015431336828317798 0.0010026040142758737
leaf_count=756 304 360 191 126 101 107 123 102 128 188 407 147 81
internal_value=0 3.20266e-05 7.81845e-05 3.26007e-05 9.81207e-05 -0.000221415 0.000216572 0.000140752 4.72437e-05 0.000180264 0.000322826 9.86995e-05 8.89049e-05
internal_weight=0 0.0163099 0.0152979 0.0141892 0.0128746 0.00348187 0.00939276 0.00833323 0.00707414 0.00603449 0.00461276 0.00332225 0.00201799
internal_count=3121 2365 2061 1870 1744 548 1196 1073 971 843 742 554 441
is_linear=0
shrinkage=0.00192234


Tree=2951
num_leaves=15
num_cat=0
split_feature=403 52 48 1 52 16 15 15 3 12 16 4 15 4
split_gain=0.00013561 0.000163968 0.000129448 0.000137825 0.000146765 0.000136437 0.000103363 0.000199898 0.000141992 0.000176939 0.000239822 0.000104774 0.000128076 6.14254e-06
threshold=-1.0000000180025095e-35 -0.40306999999999998 0.12879500000000002 0.10752500000000002 -0.023194999999999997 -0.25582999999999995 0.091915000000000011 0.088235000000000022 -0.15447499999999995 0.084100000000000022 -0.015314999999999997 -0.0016099999999999997 -0.10091499999999999 -0.081114999999999979
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 6 -5 -6 7 8 -3 11 -11 13 -13 -10
right_child=1 2 -4 4 5 -7 -8 -9 9 10 -12 12 -14 -15
leaf_value=-0.00064858680358653188 -0.00068120059717735929 0.00054680794278606489 -0.00051138340196859428 0.00090705836312441853 0.00051930937517561987 -0.00030084670024206855 -0.00054787607305016367 0.00068076898136593762 0.00047277454541593103 -0.0012189509492479154 -7.2652592889478393e-05 0.00026646731073452009 -0.00061515744620540907 0.00027352208138987981
leaf_weight=0.0010549987278991408 0.001022281313836749 0.0011188069243868205 0.0011697286055372116 0.0012788981887260353 0.0015297364375244666 0.0011781938438333089 0.0010030775800486747 0.0014549326986874065 0.0010057914316584093 0.0010004192232371412 0.0014921881240719933 0.0010213830915974387 0.0011489228597700912 0.0010251537751274908
leaf_count=756 304 65 81 167 196 77 285 99 90 412 268 65 92 164
internal_value=0 2.13714e-05 6.79271e-05 0.000115456 0.000401318 0.000162468 4.49061e-06 6.4276e-05 -5.0532e-05 -0.000150371 -0.000532725 7.648e-05 -0.00020025 0.000372199
internal_weight=0 0.0164495 0.0154272 0.0142575 0.00398683 0.00270793 0.0102707 0.0092676 0.00781267 0.00669386 0.00249261 0.00420125 0.00217031 0.00203095
internal_count=3121 2365 2061 1980 440 273 1540 1255 1156 1091 680 411 157 254
is_linear=0
shrinkage=0.00181146


Tree=2952
num_leaves=13
num_cat=0
split_feature=50 159 52 151 4 43 13 15 15 4 16 15
split_gain=0.000122644 0.000109826 0.000135777 0.000119049 0.000154524 9.53708e-05 0.000166815 0.000151067 0.000135639 0.000254138 0.000124204 7.14937e-05
threshold=0.10124500000000002 -0.026354999999999996 0.11434500000000002 -0.083274999999999988 0.36766000000000004 0.16180500000000003 -0.094514999999999988 0.088655000000000025 -0.016799999999999995 -0.084369999999999987 -0.056919999999999991 -0.10091499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 5 6 -5 8 10 -10 11 -8
right_child=-2 2 -4 4 -6 -7 7 -9 9 -11 -12 -13
leaf_value=0.00056971477552746823 -0.00060209506402737561 -0.00038904328390287657 -0.00059144276219124335 0.00057520780933063246 0.0007111675166910907 -0.00042612118814233229 0.00040984978613298586 -0.0005486000118480127 -0.00015461644732584254 0.00082169046082171578 -0.00064743156742154396 -0.00021572387393312123
leaf_weight=0.001106584740712538 0.0010308624878422488 0.0017972952151318012 0.001168662039598446 0.0018497856136224797 0.0011806745595877568 0.0012526754438314776 0.0010857940358531409 0.0013906703227820564 0.001637015077673552 0.0017291838647146289 0.0010980765153657704 0.0012276832678254981
leaf_count=259 375 287 195 157 212 147 76 328 374 255 359 97
internal_value=0 2.9288e-05 -9.5009e-06 3.82288e-05 9.99025e-05 3.58698e-05 9.36371e-05 -1.54173e-05 9.3982e-05 0.000346903 -0.000155576 7.78792e-05
internal_weight=0 0.0165241 0.0154175 0.0142489 0.0124516 0.0112709 0.0100182 0.00816842 0.00677775 0.0033662 0.00341155 0.00231348
internal_count=3121 2746 2487 2292 2005 1793 1646 1489 1161 629 532 173
is_linear=0
shrinkage=0.00177594


Tree=2953
num_leaves=11
num_cat=0
split_feature=41 1 12 15 16 2 43 4 4 16
split_gain=4.35942e-05 5.55246e-05 7.25693e-05 0.000103044 0.000162395 6.20267e-05 5.99971e-05 7.16664e-05 0.000114188 8.55206e-06
threshold=0.075585000000000013 0.104035 0.10345000000000001 -0.016799999999999995 -0.071854999999999988 0.10402500000000002 -0.083134999999999987 -0.077834999999999988 -0.0016099999999999997 -0.092484999999999984
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 5 3 4 -3 6 -1 -8 -9 -10
right_child=-2 2 -4 -5 -6 -7 7 8 9 -11
leaf_value=0.0038004044306121291 -0.004447015745835327 0.0033717911907879894 0.0074270736981551164 0.0066214049818173687 -0.007878608569361718 -0.0046568047591193538 -0.0060390586113572278 0.0053290232189247833 -0.0043703868205465166 -0.0014764371907272839
leaf_weight=0.0016714538134421433 0.0010172881903697537 0.0014209881184857887 0.0010383006328098243 0.0010507677121469939 0.0011396382090415971 0.0016338816011417972 0.0011043895593814798 0.001403064947518256 0.0010053737583651068 0.0010079952955214179
leaf_count=528 170 258 105 116 163 345 627 486 166 157
internal_value=0 0.000332684 0.00225426 0.000767036 -0.00163534 -0.000808965 0.000206318 -0.0011225 0.000466818 -0.00292153
internal_weight=0 0.0124759 0.00464969 0.00361139 0.00256063 0.00782616 0.00619228 0.00452082 0.00341643 0.00201337
internal_count=3121 2951 642 537 421 2309 1964 1436 809 323
is_linear=0
shrinkage=0.0222017


Tree=2954
num_leaves=15
num_cat=0
split_feature=50 15 48 403 15 48 52 51 13 2 13 16 0 3
split_gain=0.000127759 0.000249128 0.000132519 0.000127296 0.000151953 0.000201002 0.00021082 0.00020685 0.000133384 0.000277962 0.000343216 8.91405e-05 0.000146076 6.24948e-05
threshold=0.10647500000000001 -0.24436499999999997 0.11951500000000001 -1.0000000180025095e-35 -0.13578499999999996 0.092475000000000016 -0.088204999999999992 -0.095144999999999993 -0.015874999999999997 0.10613000000000002 -0.094514999999999988 -0.010699999999999999 -0.10224499999999999 -0.083154999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 -5 6 7 -6 9 10 -8 12 -10 -14
right_child=-2 2 -4 4 5 -7 8 -9 11 -11 -12 -13 13 -15
leaf_value=0.00088107936400402462 -0.00066538980840963151 -0.0006027839201386446 -0.00067578837490370387 -0.00063571941766958303 6.0418599780773804e-05 0.00087634680560396739 0.00085221809568209632 -0.0011093522012625171 -0.00019859947292875436 -0.00088142632669806654 -0.00048670911786320519 0.00067154891323639796 0.00018676456432296058 0.00084235538402851443
leaf_weight=0.0011340105893329266 0.0010010421313954394 0.001107649440961333 0.0010632044975303892 0.0010314134500611647 0.0011416050840315469 0.0011274081096749886 0.0014382389363368281 0.0010136875672632408 0.0019031573341870001 0.0011623218416459621 0.0012898532190629211 0.0019344172494973272 0.0010011801616500674 0.0010667395743347435
leaf_count=223 333 695 70 122 198 115 103 270 93 107 485 123 135 49
internal_value=0 2.6976e-05 -3.25147e-05 1.24285e-05 6.07232e-05 0.000115647 4.38864e-05 -0.000489754 0.000161298 -0.000109652 0.000219168 0.000339793 0.000178187 0.000524952
internal_weight=0 0.0174149 0.0162809 0.0152177 0.01411 0.0130786 0.0119512 0.00215529 0.00979591 0.00389041 0.00272809 0.00590549 0.00397108 0.00206792
internal_count=3121 2788 2565 2495 1800 1678 1563 468 1095 695 588 400 277 184
is_linear=0
shrinkage=0.00188464


Tree=2955
num_leaves=10
num_cat=0
split_feature=11 48 0 151 2 52 13 133 13
split_gain=4.16961e-05 5.13126e-05 0.00013359 9.89626e-05 8.15188e-05 9.08371e-05 0.000165141 0.000108424 0.000113327
threshold=0.081790000000000015 0.016865000000000002 -0.20211999999999997 -0.00099499999999999979 0.10882500000000002 0.10160000000000001 0.021350000000000004 -0.0061299999999999992 -0.077799999999999994
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 3 -3 -1 5 6 7 -5 -9
right_child=-2 2 -4 4 -6 -7 -8 8 -10
leaf_value=-0.0072003383900781396 -0.0044620712439701598 -0.0020909261543498345 0.0067276893563470363 -0.0028424007886264473 0.0051916270443965237 -0.0067013456023443984 -0.0071588409049075201 0.011028542367351376 0.0016507389090526388
leaf_weight=0.0010260670463091833 0.0010060680766810501 0.0016430674666332301 0.0018992220741904436 0.0013393761740288414 0.0014191450742274282 0.0011091037588945585 0.0011594417365339508 0.001019282955529382 0.0018793032000169957
leaf_count=314 175 82 498 495 339 364 159 273 422
internal_value=0 0.000330169 0.00263723 -0.00058276 0.000273962 -0.000798638 0.000414299 0.00248619 0.00494843
internal_weight=0 0.012494 0.00354229 0.00895172 0.00792565 0.00650651 0.0053974 0.00423796 0.00289859
internal_count=3121 2946 580 2366 2052 1713 1349 1190 695
is_linear=0
shrinkage=0.0226458


Tree=2956
num_leaves=12
num_cat=0
split_feature=50 47 4 1 4 49 3 160 13 16 0
split_gain=0.000106219 0.000107396 0.000214609 0.000319129 0.000172676 0.000228779 7.84539e-05 0.00015036 0.000171798 8.12454e-05 0.000146754
threshold=0.10124500000000002 0.11926500000000002 0.24564500000000003 0.111945 0.055260000000000011 0.0093850000000000027 0.10299500000000002 0.086075000000000013 -0.033284999999999988 -0.088394999999999987 -0.077809999999999976
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -4 5 6 7 8 -1 -10 -11
right_child=-2 -3 3 -5 -6 -7 -8 -9 9 10 -12
leaf_value=-0.00042886083542376981 -0.00055132464762197933 -0.0004493898043347813 -2.7991413336438974e-06 0.0012102289967136461 -0.00050726768655092759 0.0008491126836121896 0.00029237746323815359 -0.00070044065445018728 0.00062359908392872689 -0.00034249798519221539 0.00038161402018752885
leaf_weight=0.0019896042100777033 0.0010332581728667673 0.0013330129915578573 0.0015501229127175351 0.0011417476902682024 0.0019433957525973574 0.0010017704040063491 0.0018763344387356939 0.0010998187811420389 0.0010002808570148125 0.0015272988806040305 0.0019089647580055611
leaf_count=744 375 77 139 234 224 330 92 170 112 361 263
internal_value=0 2.42684e-05 6.62511e-05 0.000511703 -3.08617e-05 5.8127e-05 -2.61487e-05 -0.000105562 -3.75002e-06 0.000186894 5.97716e-05
internal_weight=0 0.0163724 0.0150393 0.00269187 0.0123475 0.0104041 0.0094023 0.00752597 0.00642615 0.00443654 0.00343626
internal_count=3121 2746 2669 373 2296 2072 1742 1650 1480 736 624
is_linear=0
shrinkage=0.00174112


Tree=2957
num_leaves=15
num_cat=0
split_feature=403 403 42 1 13 4 160 12 157 160 2 4 2 16
split_gain=0.000111892 0.000239551 0.000127389 0.000195303 0.000158273 0.000278904 0.000160181 0.000162942 0.000133296 0.000102863 0.00021068 0.000169164 0.0002826 0.000199999
threshold=0.10301500000000001 0.03138500000000001 -1.0000000180025095e-35 0.11146500000000002 0.10935500000000002 -0.064804999999999988 -1.0000000180025095e-35 0.086345000000000019 -0.062424999999999994 -1.0000000180025095e-35 0.11982500000000001 0.076415000000000025 0.089775000000000008 -0.5224049999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 6 -4 -8 -7 -10 11 12 -11 -13
right_child=-2 -3 4 -5 -6 8 7 -9 9 10 -12 13 -14 -15
leaf_value=-0.0010809421739500248 -0.00062818500854914302 0.00077131320555432143 -0.0010922222514604121 8.6628773186280298e-05 0.00064838909611052945 0.00076779034194649723 0.00033140801957922571 -0.00070586849457419682 -0.00045544262946695948 -0.00055342376016128292 -0.00055997916642239339 0.0001101964241711407 0.00055019824190530742 0.0011997005456021036
leaf_weight=0.0010043638912340747 0.0010135776591787679 0.0013730918252794723 0.0011362524930758761 0.0010314554690264016 0.0012744033594834078 0.0010031782855776722 0.0010155023820900807 0.0011437176823188636 0.0012599040754619076 0.0016190514460748956 0.0012838067394599362 0.0011721783783185651 0.0016785019393305498 0.0012226977950130251
leaf_count=630 202 174 208 53 78 309 176 273 344 203 139 81 158 93
internal_value=0 1.61643e-05 -4.92751e-05 -0.000489388 1.56085e-05 -4.87259e-05 -0.000519443 -0.000218027 0.000119169 4.01656e-05 0.000129672 0.000285208 8.33566e-06 0.00066644
internal_weight=0 0.0172181 0.015845 0.00203582 0.0138092 0.0125348 0.00329547 0.00215922 0.00923932 0.00823614 0.00697624 0.00569243 0.00329755 0.00239488
internal_count=3121 2919 2745 683 2062 1984 657 449 1327 1018 674 535 361 174
is_linear=0
shrinkage=0.00188464


Tree=2958
num_leaves=10
num_cat=0
split_feature=484 4 42 43 4 4 0 4 2
split_gain=4.06411e-05 7.10955e-05 5.11417e-05 7.70945e-05 7.72887e-05 7.53974e-05 9.06978e-05 0.000143177 0.000105905
threshold=-1.0000000180025095e-35 0.27044500000000005 0.092395000000000019 0.15359500000000004 0.063160000000000008 -0.27825499999999997 -0.077999999999999986 -0.033174999999999989 0.089775000000000008
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 -2 7 -7 -9
right_child=1 -3 -4 -5 -6 6 -8 8 -10
leaf_value=-0.0041210513144239068 -0.0041985886207784274 0.0044373088875394057 -0.003629315765632371 0.0058145715389055184 -0.0044920628201157572 -0.0064156730613779082 0.0061844411118683303 -0.0016563970498668121 0.0069275494564239133
leaf_weight=0.0010211853017114319 0.0011766690073137295 0.0016476213888806613 0.001778240659067838 0.0010335871594551295 0.0016518678557971619 0.0011141422359361979 0.0015136724896553872 0.0012844925402312581 0.0013344943728767315
leaf_count=515 182 346 435 145 131 600 266 292 209
internal_value=0 0.000306094 -0.000319108 0.000327109 -0.000375248 0.000683438 0.0017783 -8.25747e-06 0.00271752
internal_weight=0 0.0125348 0.0108872 0.00910893 0.00807534 0.00642347 0.0052468 0.00373313 0.00261899
internal_count=3121 2606 2260 1825 1680 1549 1367 1101 501
is_linear=0
shrinkage=0.0213396


Tree=2959
num_leaves=11
num_cat=0
split_feature=133 52 16 43 0 47 4 49 15 2
split_gain=4.09562e-05 6.57991e-05 0.000141003 8.57735e-05 0.000125356 8.64097e-05 0.000106976 8.31219e-05 8.29259e-05 3.62064e-05
threshold=0.10622000000000002 -0.26636999999999994 0.23311500000000004 -0.09225499999999999 -0.026509999999999995 0.096175000000000024 -0.059649999999999988 -0.069799999999999987 -0.0088349999999999974 0.091185000000000002
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 5 6 -5 -8 9 -9
right_child=-2 2 -4 4 -6 -7 7 8 -10 -11
leaf_value=-0.0050729619659216942 -0.0046661930881007063 -0.0051222643575896164 0.0090536157631547903 -0.0048018054561573551 0.0087830906573535834 -0.0063990982987902952 -0.0025561796117308162 0.0051806266551697507 0.0097273757560237817 -0.00059499795831546496
leaf_weight=0.0011706228750619175 0.0010164270467788736 0.0015787171242944474 0.0011081630127641592 0.0014531193032141327 0.0010426973985366243 0.0010799593703251986 0.0013292368692181793 0.0011387576645741112 0.0011742335854145855 0.0013944478432091744
leaf_count=324 435 292 123 635 155 167 178 329 177 306
internal_value=0 0.00035058 0.000912465 2.72162e-05 0.000971149 -0.000104909 0.0009425 0.00259978 0.00444835 0.00200133
internal_weight=0 0.01247 0.0112993 0.0101912 0.00861245 0.00756975 0.0064898 0.00503668 0.00370744 0.00253321
internal_count=3121 2686 2362 2239 1947 1792 1625 990 812 635
is_linear=0
shrinkage=0.0240319


Tree=2960
num_leaves=14
num_cat=0
split_feature=403 48 52 157 14 160 130 43 1 48 2 133 16
split_gain=0.000154999 0.000103273 0.000119895 0.000142693 0.000165892 0.000188675 0.000118112 0.000163497 0.000242432 0.000222014 0.000195061 0.000172104 8.98982e-05
threshold=-1.0000000180025095e-35 -0.084044999999999995 -0.24456499999999998 -0.077809999999999976 -0.22253999999999999 0.099315000000000014 -1.0000000180025095e-35 -0.14968999999999996 0.099660000000000012 0.10990500000000002 0.10527500000000002 0.083950000000000011 -0.088159999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 -4 -5 6 -6 -8 10 -10 11 12 -9
right_child=1 2 3 4 5 -7 7 8 9 -11 -12 -13 -14
leaf_value=-0.00069570048812135925 -0.00054768400743513128 -0.0004275392504166039 0.000751388919365591 -0.00066065419637617584 -0.00037510311077496375 -0.00062536161676815083 0.00080714302374779103 0.00021200179561370468 0.0010154384990194386 -7.9449638916815441e-05 -0.0007339045930812825 0.00075723863869512633 -0.00039410161203794512
leaf_weight=0.0010901605490618261 0.0010154354751387975 0.0015498636493192471 0.0011047075303333284 0.001006937554021676 0.001125630765337505 0.0010573332407633274 0.0015519063544661158 0.001653988282677986 0.0016981015202066595 0.0010073323516060243 0.0011781944259676158 0.0010701330900410189 0.0016881285962039865
leaf_count=756 85 330 240 104 126 143 106 183 301 78 107 233 329
internal_value=0 2.33744e-05 6.03272e-05 0.000113792 5.97678e-05 0.000120065 0.00019189 0.000256699 0.000153727 0.000607771 -6.60022e-05 0.000112346 -9.41456e-05
internal_weight=0 0.0167077 0.0156923 0.0141424 0.0130377 0.0120307 0.0109734 0.00984778 0.00829588 0.00270543 0.00559044 0.00441225 0.00334212
internal_count=3121 2365 2280 1950 1710 1606 1463 1337 1231 379 852 745 512
is_linear=0
shrinkage=0.00184769


Tree=2961
num_leaves=10
num_cat=0
split_feature=1 52 3 0 4 13 43 16 2
split_gain=4.76727e-05 8.5602e-05 9.53141e-05 0.000133302 0.000136466 5.60316e-05 7.82694e-05 5.37393e-05 5.4649e-05
threshold=0.10752500000000002 0.11434500000000002 0.090900000000000009 -0.084269999999999984 0.053180000000000012 -0.073839999999999975 -0.074359999999999996 -0.083134999999999987 0.092120000000000021
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 -2 -7 -5 -9
right_child=5 -3 -4 7 -6 6 -8 8 -10
leaf_value=-0.010091351796901781 0.0060109465753966475 -0.0064481938903563647 0.004517571876353964 0.0055608962177830096 0.00015462859600702964 0.0048899043197062342 -0.0024357997854943234 -0.0038185448120230934 0.0033269708591027818
leaf_weight=0.0014008782724919898 0.0012288623626193177 0.0012581535917509882 0.0017820815966427261 0.0011395214387781133 0.0012719023529043048 0.0011987263866295081 0.0019889239438860848 0.0011801627219044609 0.0010261646632848294
leaf_count=783 268 390 129 173 179 136 186 513 364
internal_value=0 -0.000966782 -8.27008e-05 -0.00144482 -0.00521557 0.00190278 0.000319055 0.0015674 -0.00049516
internal_weight=0 0.00905886 0.00780071 0.00601863 0.00267278 0.00441651 0.00318765 0.00334585 0.00220633
internal_count=3121 2531 2141 2012 962 590 322 1050 877
is_linear=0
shrinkage=0.0226458


Tree=2962
num_leaves=14
num_cat=0
split_feature=403 11 484 160 3 15 3 4 4 3 151 16 0
split_gain=0.000117874 9.61873e-05 9.32509e-05 0.000163685 0.000113001 0.000189061 0.000294256 0.000136485 0.000175018 0.000132285 0.000130949 0.000125374 6.42389e-05
threshold=-1.0000000180025095e-35 0.08776500000000001 -0.0068949999999999992 0.099315000000000014 -0.10519499999999998 0.088235000000000022 -0.076669999999999988 -0.059649999999999988 -1.0000000180025095e-35 -0.078724999999999976 -0.0083949999999999979 -0.056919999999999991 0.041630000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 12 6 -6 -8 -9 -7 -10 -12 -4
right_child=1 -3 3 -5 5 9 7 8 10 -11 11 -13 -14
leaf_value=-0.00063716263546803056 -0.00049351248275267582 -0.00054017319295101651 0.00022625192760593923 -0.00061452765480591762 -0.00098608180485401198 0.0009458159917914373 -0.00039280167690823663 0.00090230774963530173 -0.0004454814679274757 7.1721544900502093e-05 0.00065519605513686191 -9.2561150447161656e-05 0.00086775668939887926
leaf_weight=0.0010208901138948926 0.0010053082920301925 0.0010086449163680946 0.0011126189044246967 0.001051636181921633 0.0010572228658071135 0.0013138235427979095 0.0016800011009687919 0.0010772815247992052 0.0013085217692474539 0.001156119870686899 0.0015160928148239263 0.0016778074646537355 0.0011051797157205483
leaf_count=756 438 123 108 114 473 128 122 174 98 181 212 128 66
internal_value=0 2.32615e-05 6.09936e-05 0.000100652 0.000158486 7.88268e-05 -5.71437e-05 7.81365e-05 0.000219932 0.000536674 5.6662e-05 0.000262387 0.000545928
internal_weight=0 0.0160703 0.0150616 0.0140563 0.0130047 0.0107869 0.00831693 0.0072597 0.0055797 0.00246994 0.00450242 0.0031939 0.0022178
internal_count=3121 2365 2242 1804 1690 1516 1207 734 612 309 438 340 174
is_linear=0
shrinkage=0.00188464


Tree=2963
num_leaves=11
num_cat=0
split_feature=1 0 15 0 147 15 4 151 2 1
split_gain=4.80804e-05 6.10984e-05 6.62471e-05 0.000115165 4.89103e-05 6.09284e-05 8.53943e-05 0.000101559 0.00010257 0.000125764
threshold=0.077565000000000009 -0.087634999999999977 0.035560000000000008 0.15398500000000004 1.0000000180025095e-35 1.0000000180025095e-35 -0.0016099999999999997 -0.0083949999999999979 0.089885000000000007 0.11181500000000001
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 5 6 -2 -8 9 -9
right_child=4 2 -4 -5 -6 -7 7 8 -10 -11
leaf_value=-0.0068820690145363732 0.0063185688985733833 -0.0086503951846355984 0.0041426790139250458 0.0024774232169870211 0.0059307877033401291 -0.0039703274563237965 -0.0069851404891446128 -0.007531553845804357 0.0062173165942391922 0.0037302993240616129
leaf_weight=0.0011351463349612723 0.0015347819108653413 0.0010465593667903098 0.0011823594262429411 0.0011034462668007006 0.001022730066885128 0.0015256059991243832 0.0010058863679964789 0.0011038427136037523 0.0016147857077865096 0.0011901123627859195
leaf_count=502 411 438 656 40 139 387 87 112 213 136
internal_value=0 -0.0020668 -0.000426518 -0.00293927 0.000983054 0.000348547 0.00137018 -0.00017515 0.00157735 -0.00168886
internal_weight=0 0.00446751 0.00333237 0.00215001 0.00899775 0.00797502 0.00644941 0.00491463 0.00390874 0.00229396
internal_count=3121 1636 1134 478 1485 1346 959 548 461 248
is_linear=0
shrinkage=0.0240319


Tree=2964
num_leaves=10
num_cat=0
split_feature=43 40 4 0 47 3 52 13 52
split_gain=4.13172e-05 8.09472e-05 9.53128e-05 7.68284e-05 6.68163e-05 8.0635e-05 0.000130257 9.72633e-05 6.21534e-05
threshold=0.16180500000000003 -0.013874999999999998 -0.27825499999999997 -0.060129999999999996 0.096300000000000011 -0.08824499999999999 -0.0064899999999999992 -0.014169999999999999 -0.081934999999999994
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 -4 8 -8 -7
right_child=-2 2 3 -5 -6 6 7 -9 -10
leaf_value=0.0055125748855554121 -0.003837834474080308 -0.0053556289540734924 -0.0045610129095727953 0.004584107818225297 -0.0056018439155485237 0.0015754909883480498 1.0867094636620825e-06 0.0078730321258365429 -0.0056822225935240838
leaf_weight=0.0012908919193657343 0.0012229256348592768 0.0014955104927880649 0.0012542161337971928 0.0018141514294901231 0.0010143642606316589 0.0010239571673909208 0.0012963099042568398 0.0017441967549591863 0.0012312318699063884
leaf_count=309 218 213 465 241 191 256 695 275 258
internal_value=0 0.0003593 -0.000252467 0.000561297 -0.000403499 0.000401552 0.00157687 0.00451685 -0.00238689
internal_weight=0 0.0121648 0.0108739 0.00937843 0.00756428 0.00654991 0.0052957 0.00304051 0.00225519
internal_count=3121 2903 2594 2381 2140 1949 1484 970 514
is_linear=0
shrinkage=0.0217664


Tree=2965
num_leaves=10
num_cat=0
split_feature=52 52 457 43 12 12 13 1 0
split_gain=3.9855e-05 7.89235e-05 4.42396e-05 5.80493e-05 0.000141302 0.000133213 9.8469e-05 9.09498e-05 0.000183101
threshold=-0.24456499999999998 -0.081429999999999989 0.045365000000000009 -0.14968999999999996 0.090695000000000012 0.088105000000000003 -0.093839999999999993 0.092390000000000014 -0.10474999999999998
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 5 7 -6 -5 -9
right_child=1 2 -4 4 6 -7 -8 8 -10
leaf_value=-0.0038319848410854319 0.0050539819266031683 0.0030201588224441451 0.0035889118795741659 -0.0062041153546665692 -0.0022365446197526893 0.0076172173481148719 -0.012017005460037681 -0.0038871163356699249 0.0085662670807977147
leaf_weight=0.001320237380318375 0.001670811743929042 0.0016221301364224899 0.0013218202777569464 0.0014667308974713111 0.0012069887314458405 0.0010530377435382116 0.0010078427610324481 0.0016165451907353134 0.0010321171533874208
leaf_count=364 407 186 180 700 72 254 622 154 182
internal_value=0 0.000396369 -0.000357174 -0.000936384 -0.00180565 0.000286188 -0.00668707 -0.00158966 0.000965654
internal_weight=0 0.011998 0.0103272 0.00900539 0.00738326 0.00516843 0.00221483 0.00411539 0.00264866
internal_count=3121 2757 2350 2170 1984 1290 694 1036 336
is_linear=0
shrinkage=0.0230987


Tree=2966
num_leaves=13
num_cat=0
split_feature=50 48 4 151 457 15 49 15 0 43 13 42
split_gain=0.000118168 0.000136378 0.000158573 0.000121735 0.00013241 0.000115727 0.00014358 0.000156648 0.00025651 0.000158492 0.000201163 8.64457e-05
threshold=0.10124500000000002 0.11951500000000001 0.36766000000000004 -0.086944999999999981 0.088350000000000026 0.095175000000000023 -0.0060549999999999988 -0.10324499999999999 -0.10011499999999998 -0.074359999999999996 -0.095304999999999987 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 6 -5 -8 -9 11 -11 -10
right_child=-2 -3 -4 4 -6 -7 7 8 9 10 -12 -13
leaf_value=0.00057272522543543047 -0.00060986952062001961 -0.00059820340231138739 0.00064689998871252552 -0.00054354894560797585 0.00057289108212774543 -0.00067645237248660918 -0.0005550735234487145 0.00082192253048323644 -0.00010571310644984573 0.00021713679118867281 -0.00069561145111286262 0.00056154286141043913
leaf_weight=0.0011576210462614931 0.0010162520668370754 0.0010671601690003243 0.0014244415468264724 0.0015749750101389176 0.001051199770847667 0.0010353730682629405 0.0012020232988723453 0.0014889288569746046 0.0010356341858744371 0.0014226124085705916 0.0017883461730215447 0.001655663842882505
leaf_count=203 375 75 277 237 70 304 160 110 191 59 804 256
internal_value=0 2.72626e-05 7.22502e-05 1.12203e-05 -4.18211e-05 -9.94979e-05 -4.07496e-05 5.14041e-05 0.000150035 -1.94581e-05 -0.000291219 0.000304777
internal_weight=0 0.015904 0.0148368 0.0134124 0.0122548 0.0112036 0.0101682 0.00859321 0.00739119 0.00590226 0.00321096 0.0026913
internal_count=3121 2746 2671 2394 2191 2121 1817 1580 1420 1310 863 447
is_linear=0
shrinkage=0.00181146


Tree=2967
num_leaves=13
num_cat=0
split_feature=48 48 51 52 51 52 1 0 13 12 15 4
split_gain=0.00011909 0.000140642 0.000184985 0.000153807 0.000264719 0.00022649 0.000160941 0.000105482 0.000107429 0.000164421 0.000157469 3.31498e-05
threshold=0.12879500000000002 0.093265000000000015 0.08955500000000001 -0.088204999999999992 -0.095144999999999993 -0.046924999999999988 0.11146500000000002 -0.10224499999999999 -0.014169999999999999 0.088485000000000022 0.088235000000000022 -0.08713499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 -5 7 -7 9 -9 11 -10
right_child=-2 -3 -4 5 -6 6 -8 8 10 -11 -12 -13
leaf_value=0.00015519808136864397 -0.00058830671289906674 0.0004929114327810758 -0.00067307051563716394 0.0008333793843210783 -0.0010274387297603653 -0.00046806194205763825 0.00056070388963254392 0.000310006705553258 -0.00025961841729492207 -0.00063106220524361567 0.00084051888795595112 0.00020432112225417291
leaf_weight=0.0013989611265268708 0.0011097114043565051 0.0018645955384179154 0.0013539376729804443 0.001310174962790637 0.0011169343454407103 0.0017840012182916126 0.0015317929352287171 0.0010428403772789396 0.0010130210514986129 0.0014651413876974563 0.0010354941509606724 0.0010085037496739124
leaf_count=245 90 263 286 184 294 216 215 419 102 422 127 258
internal_value=0 2.54408e-05 -3.65502e-05 3.12721e-05 -0.000369835 0.000130295 2.65701e-05 -8.47624e-05 3.8114e-05 -0.000239758 0.00026608 -2.8167e-05
internal_weight=0 0.0159254 0.0140608 0.0127069 0.0025159 0.010191 0.00888079 0.007349 0.005565 0.00250798 0.00305702 0.00202152
internal_count=3121 3031 2768 2482 539 1943 1759 1544 1328 841 487 360
is_linear=0
shrinkage=0.00181146


Tree=2968
num_leaves=10
num_cat=0
split_feature=4 1 12 13 0 12 48 4 1
split_gain=4.15769e-05 6.76714e-05 5.62847e-05 8.97803e-05 0.000165529 0.000155945 9.75365e-05 0.000197999 4.61706e-05
threshold=0.24564500000000003 0.111945 0.10124000000000001 -0.033284999999999988 -0.083914999999999976 0.088930000000000023 0.085845000000000019 -0.059649999999999988 0.092695000000000013
decision_type=2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 -1 6 7 -5 -9
right_child=1 -3 -4 5 -6 -7 -8 8 -10
leaf_value=0.0016760500548784196 -0.0012210611449263388 0.0064145146761998388 -0.0055342714200989924 -0.0061815635634931724 -0.0089976614487954458 0.0091528848045924777 -0.0052433862707111662 0.0097435718730899592 0.0026543503854972858
leaf_weight=0.0018339297145762118 0.0013230585704619511 0.0013587861150523158 0.0012303485141235962 0.0011041935820611231 0.0015468837899213091 0.0012738913903047218 0.001559467869178717 0.0011121280789494785 0.0010146257919521062
leaf_count=723 150 276 343 339 624 326 174 110 56
internal_value=0 0.00264759 -0.000699467 -6.9672e-05 -0.00320768 0.00167975 -0.000307544 0.00207482 0.00636147
internal_weight=0 0.00268184 0.0106755 0.00944512 0.00338081 0.00606431 0.00479042 0.00323095 0.00212675
internal_count=3121 426 2695 2352 1347 1005 679 505 166
is_linear=0
shrinkage=0.0240319


Tree=2969
num_leaves=11
num_cat=0
split_feature=14 15 131 13 13 42 0 0 48 4
split_gain=3.52307e-05 6.66802e-05 7.74337e-05 4.81116e-05 0.000111641 9.34101e-05 0.000121117 0.000138093 0.000146314 3.04465e-05
threshold=-0.10708499999999999 -0.10653 0.088495000000000004 -0.095304999999999987 -0.033284999999999988 1.0000000180025095e-35 -0.019414999999999998 -0.10011499999999998 0.086260000000000017 -0.077834999999999988
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 9 -5 6 7 8 -6 -3
right_child=1 2 -4 4 5 -7 -8 -9 -10 -11
leaf_value=-0.0051774204367891997 0.0056860770712776881 0.00059416323639896701 -0.0078634049766684155 -0.008525561800113728 0.0058440780662238154 0.0088304536247481337 0.0081278177739120289 -0.010714355204220276 -0.0075900712440595888 0.0074904528117630976
leaf_weight=0.0010127955949204319 0.0016938537410235753 0.0010147467498476115 0.001047542825747331 0.001257309516226472 0.0017279173388355267 0.0010144975653024199 0.0010241881913979553 0.0012852776779893522 0.0010909068681197454 0.0011010187097295994
leaf_count=140 389 87 367 999 152 87 180 536 55 129
internal_value=0 0.000396084 -0.000452172 0.000363685 -0.000728272 0.000867683 -0.000707543 -0.00291243 0.000644958 0.00418291
internal_weight=0 0.0122573 0.0105634 0.00951586 0.0074001 0.00614279 0.00512829 0.0041041 0.00281882 0.00211577
internal_count=3121 2981 2592 2225 2009 1010 923 743 207 216
is_linear=0
shrinkage=0.0287203


Tree=2970
num_leaves=9
num_cat=0
split_feature=457 1 42 49 42 484 133 0
split_gain=4.2712e-05 7.75957e-05 8.28148e-05 0.000122028 8.05726e-05 0.000100821 6.7481e-05 0.00015347
threshold=0.088350000000000026 0.12811000000000003 0.091735000000000025 -0.00064499999999999985 0.08623500000000002 0.049355000000000003 0.083950000000000011 -0.10011499999999998
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 6 7 -5
right_child=-2 -3 -4 4 -6 -7 -8 -9
leaf_value=-0.0059448147718084363 0.0044277153048866043 0.0048885821002432545 -0.0064007868597046273 0.0017012680276063744 0.0081099556547885431 0.0076210154623803077 0.0039904040023651024 -0.0094746090240311609
leaf_weight=0.0019663705689146336 0.0013129070629867229 0.0015608768644645903 0.0018019974157955894 0.0018473320341069483 0.0010335202604289662 0.0010103936962288194 0.0011421886663630304 0.0015119594296267615
leaf_count=421 158 243 582 177 373 165 269 733
internal_value=0 -0.000516734 -0.00133477 -0.000262261 0.00144489 0.000195143 -0.00147165 -0.0033288
internal_weight=0 0.0118746 0.0103138 0.00851176 0.00654539 0.00551187 0.00450148 0.00335929
internal_count=3121 2963 2720 2138 1717 1344 1179 910
is_linear=0
shrinkage=0.0260129


Tree=2971
num_leaves=10
num_cat=0
split_feature=457 1 42 403 15 16 15 15 12
split_gain=3.47209e-05 6.31469e-05 7.27248e-05 9.1758e-05 0.000134296 6.79214e-05 0.000138756 8.17288e-05 5.46799e-05
threshold=0.088350000000000026 0.12811000000000003 0.088915000000000008 0.03138500000000001 0.035560000000000008 0.15891500000000003 -0.0088349999999999974 -0.10653 0.090020000000000017
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 7 -1 -4
right_child=-2 -3 8 -5 -6 -7 -8 -9 -10
leaf_value=0.0030696929392195586 0.0035488331161519313 0.0039207205422614579 -0.00082113834923867944 0.0058115589374008753 -0.0081145737157822025 -0.0045569435398051129 0.0090162604118202375 -0.0042100547784129638 -0.0079020843686176453
leaf_weight=0.0016404337391667193 0.0013092938640969247 0.0015556414293675788 0.0010765534743517678 0.0012197395018498898 0.0011895829000884237 0.0011467319933694386 0.0010632263293703682 0.0016509743709044568 0.0012662556953969078
leaf_count=214 158 243 270 230 607 244 132 489 534
internal_value=0 -0.000415739 -0.00107366 -1.50053e-05 -0.00107717 0.000444556 0.00176163 -0.000581838 -0.00464829
internal_weight=0 0.0118091 0.0102535 0.00791069 0.00669095 0.00550137 0.00435463 0.00329141 0.00234281
internal_count=3121 2963 2720 1916 1686 1079 835 703 804
is_linear=0
shrinkage=0.0230987


Tree=2972
num_leaves=10
num_cat=0
split_feature=475 42 43 16 13 3 12 48 3
split_gain=3.58102e-05 5.76638e-05 7.0561e-05 0.000123746 0.000104847 8.98672e-05 5.03446e-05 7.45351e-05 3.40282e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.074359999999999996 0.22339500000000004 -0.117405 -0.080734999999999987 0.079890000000000017 0.086035000000000014 -0.059315
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 8 5 4 -4 -3 7 -6 -2
right_child=1 2 3 -5 6 -7 -8 -9 -10
leaf_value=-0.0038242709989467654 -0.0061620887760965347 0.00086734214731292163 0.0070510544320546873 -0.0070599348908423091 0.004309767082705823 0.0094651197861532251 -0.0041646305551341035 -0.0026413397917782492 -0.00019827738616288402
leaf_weight=0.0011979401640032509 0.0010157761340586231 0.0016387309622220444 0.0012920180536573006 0.0011460468693397837 0.0018050494175544845 0.0010735836333185191 0.0013399832709151977 0.0015128876687700021 0.0010261383963757224
leaf_count=501 684 302 182 126 159 360 594 88 125
internal_value=0 0.000366407 0.00110159 -0.000109663 0.00122906 0.0042705 -0.000385847 0.00114025 -0.00316505
internal_weight=0 0.0118502 0.0098083 0.00709599 0.00594994 0.00271231 0.00465792 0.00331794 0.00204191
internal_count=3121 2620 1811 1149 1023 662 841 247 809
is_linear=0
shrinkage=0.0230987


Tree=2973
num_leaves=11
num_cat=0
split_feature=159 43 40 3 2 3 15 12 15 4
split_gain=3.66954e-05 6.38148e-05 6.5668e-05 7.98552e-05 0.00012784 0.000120178 0.000153891 0.000229421 8.39702e-05 5.01232e-05
threshold=-0.032739999999999991 0.16180500000000003 -0.03549999999999999 -0.10519499999999998 0.11215000000000001 0.10299500000000002 0.088235000000000022 0.084100000000000022 -1.0000000180025095e-35 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 8 5 6 7 9 -4 -5
right_child=1 -3 3 4 -6 -7 -8 -9 -10 -11
leaf_value=-0.0042443481170120201 0.0063475497944838789 -0.005112369605389246 0.0092006709959941337 0.00465398391454504 -0.0070983609201378155 0.0080020530461435372 0.0059559797604755802 -0.012195440681863765 0.00038409355601330198 -0.0023431296305730831
leaf_weight=0.0010476282758628179 0.0011025562107561749 0.0010782185447207856 0.0010003562050965075 0.001011115166576898 0.001498756881153418 0.0010110118950029754 0.0013025743872379838 0.0011403330214631814 0.0014970342965320823 0.0012976307929555937
leaf_count=421 286 195 126 214 275 86 391 822 219 86
internal_value=0 0.000354545 0.000897251 0.000281473 -0.00096842 0.000625858 -0.000943579 -0.00354926 0.00391567 0.000721256
internal_weight=0 0.0119396 0.0108614 0.00975881 0.00726142 0.00576267 0.00475165 0.00344908 0.00249739 0.00230875
internal_count=3121 2700 2505 2219 1874 1599 1513 1122 345 300
is_linear=0
shrinkage=0.0235607


Tree=2974
num_leaves=10
num_cat=0
split_feature=150 151 151 1 15 2 0 47 13
split_gain=3.35837e-05 0.000113532 0.000102591 7.1788e-05 6.54936e-05 6.644e-05 0.000114332 5.69968e-05 5.4871e-05
threshold=0.081835000000000019 -0.055494999999999996 -0.033849999999999991 0.111945 -0.10324499999999999 0.090675000000000019 0.041630000000000007 0.085770000000000027 -0.033284999999999988
decision_type=2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 4 -4 8 -7 -5 -6
right_child=1 -3 3 7 5 6 -8 -9 -10
leaf_value=-0.0080303664931038223 0.0089865719557721963 -0.0022932809284892716 -0.0067340558914588565 0.0086406832458295006 -0.0016301875008077208 -0.0075037444573144282 0.0020927449150870536 0.00072739612948053312 0.0059077450572229805
leaf_weight=0.0010924529589670601 0.0010481721998978856 0.0013002737561475085 0.0011223631279149689 0.0010068823470469964 0.001025560125467805 0.0015366852999323588 0.0017015314335707687 0.0014366575367263938 0.0016205377290427711
leaf_count=247 264 156 208 228 626 605 150 129 508
internal_value=0 0.00274121 -0.000631134 0.000224223 -0.00108842 -1.15823e-05 -0.00246124 0.00398814 0.00298623
internal_weight=0 0.00234845 0.0105427 0.00945022 0.00700668 0.00588431 0.00323822 0.00244354 0.0026461
internal_count=3121 420 2701 2454 2097 1889 755 357 1134
is_linear=0
shrinkage=0.0255028


Tree=2975
num_leaves=13
num_cat=0
split_feature=484 15 160 133 52 52 49 15 4 48 15 15
split_gain=8.78065e-05 0.000140133 6.87233e-05 0.000112049 0.000166048 0.000146001 0.000120788 0.000124268 0.000263078 0.000123945 9.8767e-05 0.000186874
threshold=-0.0068949999999999992 -0.24436499999999997 0.099315000000000014 0.10622000000000002 0.096795000000000006 0.15116000000000002 -0.047584999999999995 -0.016799999999999995 -0.077834999999999988 0.085485000000000019 -0.10091499999999999 -0.11713499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 6 -6 9 10 -9 -3 11 -8
right_child=1 2 -4 -5 5 -7 7 8 -10 -11 -12 -13
leaf_value=-0.00051776854639041137 0.00067846900354342338 -5.3327562927011028e-05 -0.0004943865571943424 -0.00057708177053600947 0.00095149210273015713 -4.8030888344305822e-06 -0.000722678721967649 -0.00047046087200631787 0.00053565771533399824 0.00079252259744254231 -0.00078946066176620907 0.0003793919940372616
leaf_weight=0.0011237940112936448 0.0010209123423153841 0.0013826619151451978 0.001012328900310072 0.0010346888887445673 0.0011944347696274957 0.0010025035452150451 0.0010294860106596013 0.0016416889335454097 0.0019306852326748654 0.0010334996929981799 0.0014327238685909252 0.0010725040104029304
leaf_count=503 232 157 110 347 131 244 128 562 199 142 311 55
internal_value=0 1.79713e-05 -3.10081e-05 5.76929e-06 5.72249e-05 0.000515117 -4.84072e-05 -0.000169736 7.32947e-05 0.00030848 -0.000415357 -0.000160366
internal_weight=0 0.0147881 0.0137672 0.0127549 0.0117202 0.00219694 0.00952325 0.00710709 0.00357237 0.00241616 0.00353471 0.00210199
internal_count=3121 2618 2386 2276 1929 375 1554 1255 761 299 494 183
is_linear=0
shrinkage=0.00184769


Tree=2976
num_leaves=13
num_cat=0
split_feature=484 15 403 0 43 42 16 0 0 49 12 43
split_gain=8.29073e-05 9.15476e-05 7.56075e-05 0.000115173 0.000102544 0.000126897 0.000187069 0.000238382 0.00017591 0.000157817 9.6749e-05 8.968e-05
threshold=-0.0068949999999999992 -0.24436499999999997 0.096440000000000012 0.041630000000000007 0.054355000000000007 0.088060000000000013 -0.27167499999999994 -0.10607499999999999 -0.077809999999999976 -0.007794999999999999 0.091545000000000015 0.055925000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 5 6 -3 9 -9 -8 -7 -5
right_child=1 2 -4 11 -6 10 7 8 -10 -11 -12 -13
leaf_value=-0.00047942007944804622 0.00054974502649183328 -0.00078191861666145296 -0.00047389470338255336 7.6337395744660591e-05 -0.00054789786781100881 0.00073771705481315676 7.225546969575014e-05 -0.00077976138252062446 5.5738110155561763e-05 0.0009698357266330654 1.1087614930039031e-05 0.00078610438142495914
leaf_weight=0.0011484024922557177 0.0010192081922857721 0.0011467022112628001 0.001076168094542509 0.0013351456906179901 0.0012221770806581491 0.0011866075372491368 0.0016899184119041899 0.0014610163187469378 0.0019052276488384097 0.0010373557628480254 0.0012189591096509814 0.0010385127088946323
leaf_count=503 232 125 200 173 268 228 99 679 224 101 260 29
internal_value=0 2.51924e-05 -1.21478e-05 2.53791e-05 -5.3574e-05 9.05975e-06 -0.000110702 1.56101e-05 -0.000306885 0.000413662 0.000369516 0.000386872
internal_weight=0 0.015337 0.0143178 0.0132416 0.010868 0.00964579 0.00724022 0.00609352 0.00336624 0.00272727 0.00240557 0.00237366
internal_count=3121 2618 2386 2186 1984 1716 1228 1103 903 200 488 202
is_linear=0
shrinkage=0.00181146


Tree=2977
num_leaves=9
num_cat=0
split_feature=11 48 0 1 15 42 133 13
split_gain=3.28977e-05 5.92499e-05 0.000133475 5.29785e-05 9.29988e-05 9.35394e-05 4.39618e-05 7.73128e-05
threshold=0.079915000000000014 0.016865000000000002 -0.20211999999999997 0.11323000000000001 -0.0072999999999999992 0.086325000000000013 0.076280000000000014 -0.011289999999999998
decision_type=2 2 2 2 2 2 2 2
left_child=1 3 -3 4 -1 6 7 -6
right_child=-2 2 -4 -5 5 -7 -8 -9
leaf_value=-0.0060222562710564569 -0.0036313858970001061 -0.0018237485365789282 0.0072367013554848411 0.0027361330900259649 0.0043143585690620162 -0.0049471953345719419 0.005820509468918233 -0.0039214435204413967
leaf_weight=0.001790437640236721 0.0011756072019893657 0.001601570113125117 0.0017394182458659755 0.001831610227390308 0.0011970264075523325 0.0013813973514040425 0.0010776324043944227 0.0011424062411659365
leaf_count=764 199 82 490 301 224 531 149 381
internal_value=0 0.000341682 0.00289339 -0.000670755 -0.00161782 2.56013e-05 0.00203593 0.000292601
internal_weight=0 0.0117615 0.00334099 0.00842051 0.0065889 0.00479846 0.00341707 0.00233943
internal_count=3121 2922 572 2350 2049 1285 754 605
is_linear=0
shrinkage=0.0226458


Tree=2978
num_leaves=10
num_cat=0
split_feature=457 11 0 52 0 52 42 0 4
split_gain=3.31846e-05 5.38392e-05 5.51091e-05 7.34928e-05 6.66015e-05 0.000102655 9.27132e-05 5.41615e-05 0.00013685
threshold=0.088350000000000026 0.079915000000000014 -0.019414999999999998 0.024145000000000003 -0.10011499999999998 0.083680000000000018 0.085465000000000013 -0.11756999999999999 0.056795000000000005
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 4 -4 7 6 -6 8 -1
right_child=-2 -3 3 -5 5 -7 -8 -9 -10
leaf_value=0.0050678907496750688 0.0037800348653174898 -0.0057258646351369567 0.0080454548445929655 -0.00058769353583495456 -0.012041011761214908 0.0017930336252955767 -0.0015597311286351515 0.0051886537374311748 -0.0054720682271220053
leaf_weight=0.0013994595744775545 0.001293036269404157 0.0010922831388324459 0.0011359715764042407 0.0013478087746796666 0.0010884973628021352 0.0013875403825664998 0.0010238058510249374 0.0014006023716686185 0.0017123896896806216
leaf_count=184 158 196 164 87 638 795 582 144 173
internal_value=0 -0.000442969 0.0001068 0.00336073 -0.000901905 -0.00349032 -0.00696087 0.00110566 -0.000732042
internal_weight=0 0.0115884 0.0104961 0.00248378 0.0080123 0.00349984 0.0021123 0.00451245 0.00311185
internal_count=3121 2963 2767 251 2516 2015 1220 501 357
is_linear=0
shrinkage=0.0250028


Tree=2979
num_leaves=10
num_cat=0
split_feature=4 15 156 151 15 16 52 3 2
split_gain=4.03132e-05 7.04903e-05 5.24965e-05 6.5261e-05 6.62052e-05 6.49971e-05 0.000111653 9.73696e-05 5.93189e-05
threshold=0.24564500000000003 -0.15026499999999995 0.084085000000000007 -0.024429999999999997 -0.076244999999999993 0.38525000000000004 0.10160000000000001 -0.08824499999999999 0.094095000000000012
decision_type=2 2 2 2 2 2 2 2 2
left_child=2 -2 3 -1 -5 6 7 -6 -9
right_child=1 -3 -4 4 5 -7 -8 8 -10
leaf_value=0.0058235599779164413 0.0077008159408531807 -0.0016063799363618286 -0.0066574392894697583 -0.0064314307184842462 -0.0053779277674576142 0.005563712374435109 -0.0095526258218264371 0.0073374192450020607 -0.0013046313832532342
leaf_weight=0.0012634067259165898 0.0013120321537422228 0.0012693284927410525 0.0010889767489226506 0.0014824694133210503 0.0013338554359728578 0.0013882476291879262 0.0010363398926369182 0.0016083159862597691 0.0010349001927507234
leaf_count=328 266 160 407 444 340 167 331 554 124
internal_value=0 0.0031242 -0.000813293 -0.000117571 -0.00106962 0.000172048 -0.00132094 0.00082406 0.00395379
internal_weight=0 0.00258136 0.0102365 0.00914754 0.00788413 0.00640166 0.00501341 0.00397707 0.00264322
internal_count=3121 426 2695 2288 1960 1516 1349 1018 678
is_linear=0
shrinkage=0.0281572


Tree=2980
num_leaves=13
num_cat=0
split_feature=50 42 2 52 43 43 43 43 16 151 3 1
split_gain=0.000112381 0.000112829 0.00012422 0.000109748 0.000128408 0.000122144 0.000162045 0.000105014 0.000107619 0.000122431 7.70318e-05 5.94318e-05
threshold=0.10124500000000002 -0.11051499999999999 -0.0091949999999999983 -0.088204999999999992 -0.074359999999999996 -0.14968999999999996 -0.0037449999999999996 0.16180500000000003 -0.0092699999999999987 -0.0083949999999999979 -0.080734999999999987 0.086455000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 -4 -5 10 8 9 -8 -7 -11
right_child=-2 2 3 5 -6 6 7 -9 -10 11 -12 -13
leaf_value=-0.00056450739761051993 -0.0006205897456368982 0.00066756118893992187 0.00014783718281973543 0.00055723042290640361 -0.00072461084185755024 -0.00079690855127044795 -0.00035029525792641805 -0.00040021652819457803 0.00067369999183266866 -5.1228120068483203e-05 -0.00011463146592876605 0.00050263070246882855
leaf_weight=0.0010538257259681246 0.0010000935389411396 0.0010697161606276545 0.0010111780037963408 0.0016324058216103969 0.0013380359864097067 0.0010146621618225069 0.0014029821654306385 0.0010068148238022712 0.0014939167223734012 0.0010053899118211513 0.0012746486771208706 0.0019332868586084337
leaf_count=162 375 165 242 134 301 612 100 136 98 241 405 150
internal_value=0 1.87923e-05 6.21326e-05 1.27449e-05 -0.000349081 9.17116e-05 8.49426e-06 0.000150865 0.000245943 9.87565e-05 -0.000417028 0.000313143
internal_weight=0 0.0152369 0.014183 0.0131133 0.00234921 0.0107641 0.0091317 0.00684239 0.00583558 0.00434166 0.00228931 0.00293868
internal_count=3121 2746 2584 2419 543 1876 1742 725 589 491 1017 391
is_linear=0
shrinkage=0.00184769


Tree=2981
num_leaves=13
num_cat=0
split_feature=484 15 403 15 43 13 131 16 13 43 0 48
split_gain=0.000100341 0.000146034 8.64364e-05 0.000103033 0.000101928 0.000136817 0.000134424 0.000119557 0.000174223 7.9407e-05 0.000138319 0.00021218
threshold=-0.0068949999999999992 -0.24436499999999997 -1.0000000180025095e-35 -0.11713499999999999 -0.15582499999999996 0.24813000000000004 0.079255000000000006 0.25792000000000009 -0.095304999999999987 -0.083134999999999987 -0.10011499999999998 0.086260000000000017
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 -4 5 -5 7 8 -6 -10 11 -11
right_child=1 2 3 4 6 -7 -8 -9 9 10 -12 -13
leaf_value=-0.00052791249560653797 0.00067413477920173542 -0.00053559786746157172 -0.00048831864753854856 0.00090794403247188927 0.00070094803140488299 -1.8431664701912283e-05 -0.00057415773056741543 -0.0004840346446041693 0.00043678989632978403 0.00049831497569472231 -0.00048075084114036477 -0.00049062457370699451
leaf_weight=0.0011575983128243291 0.001059225340999447 0.0010034894787201961 0.0012092151115929437 0.0010130290840382221 0.0015087121387384484 0.0010818245298821472 0.0012168045631758924 0.001120681939417922 0.0011757591301295531 0.001999398344408656 0.0018384782441609906 0.0011055494905209962
leaf_count=503 232 688 141 79 147 51 220 235 231 106 441 47
internal_value=0 2.5177e-05 -2.29836e-05 1.57824e-05 6.63259e-05 0.000429545 -1.00275e-05 6.84351e-05 0.000149603 1.36669e-05 -8.697e-05 0.000146193
internal_weight=0 0.0153322 0.0142729 0.0132695 0.0120602 0.00209485 0.00996538 0.00874858 0.0076279 0.00611919 0.00494343 0.00310495
internal_count=3121 2618 2386 1698 1557 130 1427 1207 972 825 594 153
is_linear=0
shrinkage=0.00181146


Tree=2982
num_leaves=13
num_cat=0
split_feature=50 47 4 1 4 49 3 150 15 43 16 13
split_gain=0.000123215 0.000134543 0.000213208 0.000283594 0.00013506 0.000186774 7.78889e-05 0.000118661 0.000154992 0.000210102 0.000310696 6.64265e-05
threshold=0.10124500000000002 0.11926500000000002 0.24564500000000003 0.111945 0.055260000000000011 0.0034800000000000005 0.10299500000000002 0.086615000000000011 -0.093959999999999988 -0.084004999999999982 -0.083134999999999987 -0.0030199999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -4 5 6 7 8 -1 11 -11 -10
right_child=-2 -3 3 -5 -6 -7 -8 -9 9 10 -12 -13
leaf_value=0.00060973652750380815 -0.00067134341650732182 -0.00057558522275770647 3.8994660540667715e-05 0.0013837497291631523 -0.00051404657238344705 0.00080351672264729129 0.00034752680775625242 -0.00074949654769766044 0.00063232343768894841 0.00012758081222774575 -0.0011992821668898518 -5.5656234439310295e-05
leaf_weight=0.0011949798410094163 0.0010463793222501979 0.0013176932817788875 0.0014399155231048014 0.0010372697901988219 0.0018704549282323292 0.0011495341404178768 0.0016411569063545794 0.0010082458645688562 0.0010478445136366255 0.0013456790336173604 0.0013684695974076309 0.0011123745579293557
leaf_count=90 375 77 139 234 224 361 89 145 145 348 713 181
internal_value=0 2.37971e-05 7.93546e-05 0.000602083 -3.09549e-05 6.06113e-05 -3.73379e-05 -0.000126581 -2.31012e-05 -0.000178245 -0.000541421 0.000278058
internal_weight=0 0.0155336 0.0142159 0.00247719 0.0117387 0.00986828 0.00871875 0.00707759 0.00606935 0.00487437 0.00271415 0.00216022
internal_count=3121 2746 2669 373 2296 2072 1711 1622 1477 1387 1061 326
is_linear=0
shrinkage=0.00196078


Tree=2983
num_leaves=10
num_cat=0
split_feature=1 4 4 15 13 47 51 15 16
split_gain=3.51413e-05 6.09298e-05 0.000114235 7.40384e-05 9.16407e-05 4.3718e-05 7.18755e-05 8.00285e-05 5.30177e-05
threshold=0.090405000000000013 -0.15764999999999998 -0.49405499999999997 -0.0063699999999999989 -0.084154999999999994 0.087885000000000019 0.084305000000000019 -0.022504999999999997 -0.056919999999999991
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -3 -5 6 7 -2 -7
right_child=5 3 -4 4 -6 8 -8 -9 -10
leaf_value=-0.0041825646423736236 0.010563081923502438 -0.0086162261199300913 0.0082836789260189048 -0.0072137456896687836 0.0029028980534384977 0.0015162396263387128 -0.0017226406345002138 0.0012421319359058761 -0.0059951205628564121
leaf_weight=0.001012553775103564 0.0012364110508120648 0.0013010824872811593 0.0010584458966951815 0.0010107806507055588 0.0016749119882032931 0.0017947762584383411 0.0014352977499008171 0.0013637748176004044 0.0010477381850307189
leaf_count=77 360 876 65 266 716 139 150 353 119
internal_value=0 -0.00150337 0.00218868 -0.00342127 -0.000904577 0.00126807 0.00304345 0.00567432 -0.00125241
internal_weight=0 0.00605777 0.002071 0.00398678 0.00268569 0.006878 0.00403548 0.00260019 0.00284251
internal_count=3121 2000 142 1858 982 1121 863 713 258
is_linear=0
shrinkage=0.0265331


Tree=2984
num_leaves=14
num_cat=0
split_feature=484 15 457 15 4 48 2 13 42 13 52 4 16
split_gain=0.00011214 0.000115355 9.21418e-05 0.000106842 0.000181384 0.000139594 0.00021233 9.72106e-05 0.000150309 0.000128832 0.000214045 0.000101718 8.49693e-05
threshold=-0.0068949999999999992 -0.24436499999999997 -0.0029299999999999994 -0.11713499999999999 0.181285 0.016865000000000002 0.093320000000000014 -0.016469999999999995 0.088915000000000008 1.0000000180025095e-35 0.0031350000000000002 -0.083854999999999985 -0.056919999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 -4 5 7 -7 8 11 12 -11 -5 -9
right_child=1 2 3 4 -6 6 -8 9 -10 10 -12 -13 -14
leaf_value=-0.00056603005031116585 0.00061297260221243436 -0.00055505625417035811 -0.0005029016216922986 0.0003022730702343719 0.00070674567975627281 0.00090334158124899869 -0.00016829848139653683 0.00073775012377979806 -0.00092248234818954834 -0.00076890875032060231 0.00028682309554187645 -0.00045542677226094826 7.3369219168984626e-06
leaf_weight=0.0011769248332414396 0.0010630704639741561 0.0010129202715148658 0.0012014518905872672 0.0011455358692741523 0.001375028607876313 0.0012800808627149484 0.0012452333034566332 0.0011174952771127525 0.0010949263396336194 0.0012740520316202649 0.001350686547025283 0.0012815569891068603 0.001058997164469954
leaf_count=503 232 148 170 70 116 117 164 255 452 241 159 368 126
internal_value=0 2.55665e-05 -1.76843e-05 2.28604e-05 7.45374e-05 -5.59347e-06 0.000374915 -0.000121042 -0.000354183 4.99831e-05 -0.000225631 -9.78087e-05 0.000382359
internal_weight=0 0.015501 0.014438 0.013425 0.0122236 0.0108486 0.00252531 0.00832325 0.00352202 0.00480123 0.00262474 0.00242709 0.00217649
internal_count=3121 2618 2386 2238 2068 1952 281 1671 890 781 400 438 381
is_linear=0
shrinkage=0.00184769


Tree=2985
num_leaves=15
num_cat=0
split_feature=403 48 151 132 14 52 49 160 0 15 12 13 47 16
split_gain=0.000119925 9.75879e-05 0.000153262 0.000124498 0.000131165 0.000203726 0.000116978 0.000127507 0.000182811 0.000147603 9.76801e-05 0.000106783 8.06522e-05 7.81474e-05
threshold=-1.0000000180025095e-35 0.12879500000000002 0.06617000000000002 0.081465000000000024 -0.10708499999999999 -0.089199999999999988 0.0093850000000000027 0.086870000000000017 -0.14454499999999995 -0.0040799999999999994 0.090020000000000017 -0.117405 0.09550500000000002 -0.083134999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 -6 7 8 -7 12 13 -12 -10 -11
right_child=1 -3 -4 -5 5 6 -8 -9 9 10 11 -13 -14 -15
leaf_value=-0.00061902091523022003 -0.00062886479025459215 -0.0005122435008382165 0.00070176688590886248 0.00061090035354868896 -0.00057928983865019712 0.00076540706091986059 0.00069555118708175805 -0.00056351705429286538 -0.00076028287534633289 0.00074047293387404943 0.00032823173117491473 -0.0004925406252223115 -5.2941211221529457e-05 8.121161582350091e-05
leaf_weight=0.0010397368370001136 0.0011565598653961147 0.0010695773794917587 0.0011097834280593801 0.0010186042862431336 0.0016422796368349831 0.0012205608263959498 0.0010050152445140103 0.0010066155707194654 0.0010144681896676628 0.0012942200617216501 0.0010032662302421613 0.0010801121578240223 0.0011052232428639397 0.0010843323845608364
leaf_count=756 112 88 122 203 473 122 299 112 249 125 17 226 82 135
internal_value=0 1.6093e-05 5.4428e-05 1.72514e-06 -4.74722e-05 1.12228e-05 0.000110041 4.32393e-05 0.000121521 2.11276e-06 0.000189089 -9.72916e-05 -0.00039147 0.000439929
internal_weight=0 0.0158106 0.014741 0.0136313 0.0126127 0.0114561 0.00981381 0.0088088 0.00780218 0.00658162 0.00446193 0.00208338 0.00211969 0.00237855
internal_count=3121 2365 2277 2155 1952 1840 1367 1068 956 834 503 243 331 260
is_linear=0
shrinkage=0.00181146


Tree=2986
num_leaves=10
num_cat=0
split_feature=14 0 1 151 0 16 0 2 43
split_gain=3.41145e-05 5.96626e-05 9.28135e-05 0.000116045 5.96271e-05 4.68649e-05 0.000107165 7.89248e-05 2.4784e-05
threshold=-0.074569999999999984 -0.10607499999999999 0.091615000000000016 -0.0033899999999999994 -0.08824499999999999 -0.083134999999999987 -0.060129999999999996 0.10097500000000002 -0.09225499999999999
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 -3 -6 -7 8 -8
right_child=1 4 3 -5 5 6 7 -9 -10
leaf_value=-0.004216862512106595 -0.0018958562823412062 -0.005337924093301586 -0.0009249428478603183 0.0092197896436354444 0.0036190274630918517 -0.0075781284057167466 0.0013253156511197765 -0.0035058490971560182 0.0066658227959606941
leaf_weight=0.0010355429279989533 0.0016831287603902723 0.0014562372570897141 0.0010656854611140187 0.0016743614262137007 0.0015918099351206298 0.0011311990673122732 0.0010026944238035185 0.00135636061959718 0.0010047402960487407
leaf_count=149 220 470 123 164 483 1095 45 225 147
internal_value=0 0.000329833 0.00254582 0.0052742 -0.000969601 7.54984e-05 -0.00117937 0.000972447 0.00399829
internal_weight=0 0.0119662 0.00442318 0.00274005 0.00754304 0.0060868 0.00449499 0.0033638 0.00200743
internal_count=3121 2972 507 287 2465 1995 1512 417 192
is_linear=0
shrinkage=0.0240319


Tree=2987
num_leaves=13
num_cat=0
split_feature=484 15 403 403 457 160 42 52 12 4 133 0
split_gain=9.385e-05 0.000127165 8.95109e-05 0.000104973 0.000140577 0.000121577 0.000179807 0.000215121 0.00012588 0.000221979 0.000165107 7.04844e-05
threshold=-0.0068949999999999992 -0.24436499999999997 0.096440000000000012 -1.0000000180025095e-35 -0.0029299999999999994 -0.082299999999999984 0.088060000000000013 0.039215000000000007 0.084100000000000022 -0.0016099999999999997 0.087035000000000015 -0.20211999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 -5 -6 8 -8 9 -7 -10 -11
right_child=1 2 -4 4 5 6 7 -9 10 11 -12 -13
leaf_value=-0.00048814932365119911 0.00060847038343887381 -0.00051708415512459081 -0.00049867143496765988 -0.0005552134666218496 -0.00037239269732070469 0.00067877776744467864 0.00020232940850195175 0.0012338311265870303 -0.00066422254719593473 -0.00043236411376294668 0.0002723744754130223 0.00012426271023070125
leaf_weight=0.0012055499874155757 0.0010996387879511861 0.0010508156657490922 0.0011265397689679832 0.0010492472981970544 0.0013726672009477569 0.0019385000469323843 0.0017494960176019942 0.001003414475477804 0.0014541379608861192 0.0011700370134093419 0.0010031646617956191 0.0018551067657622518
leaf_count=503 232 688 200 142 324 203 230 60 312 52 62 113
internal_value=0 2.58348e-05 -1.75337e-05 2.21847e-05 6.71738e-05 0.000123731 0.000190668 0.000578304 4.68693e-05 0.000209614 -0.000281868 -9.10242e-05
internal_weight=0 0.0158728 0.0147731 0.0136466 0.0125958 0.0115465 0.0101739 0.00275291 0.00742095 0.00496364 0.0024573 0.00302514
internal_count=3121 2618 2386 2186 1498 1356 1032 290 742 368 374 165
is_linear=0
shrinkage=0.00177594


Tree=2988
num_leaves=13
num_cat=0
split_feature=42 43 16 1 3 2 0 4 16 43 16 15
split_gain=0.000101693 0.000138923 0.000135962 9.23505e-05 0.00019057 0.000166891 0.000122377 0.000111387 0.000220721 0.000143452 6.42181e-05 5.30406e-05
threshold=-0.11466499999999999 -0.17390999999999998 0.22339500000000004 0.099660000000000012 0.090900000000000009 0.11215000000000001 -0.15202999999999997 0.053180000000000012 -0.083134999999999987 -0.081374999999999989 -0.18708499999999997 0.083935000000000023
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 7 10 -7 8 11 -10 -5 -3
right_child=1 2 -4 5 -6 6 -8 -9 9 -11 -12 -13
leaf_value=-0.00060255073285558328 0.00054150741508424659 -0.00026492609184410672 -0.000503827936118902 0.00033060110129442974 0.00057539826718735793 -0.00046966848527596521 0.00040455109327208684 0.00018468809665487864 -0.00035728063114816977 -0.0013572038154947208 0.0010018386674534817 0.00035416214851389708
leaf_weight=0.0010150782543382484 0.0017136855558307377 0.0010415282991234885 0.0019877513949274313 0.0011094006625367372 0.001275148535809123 0.001365818251854601 0.0010440338103149581 0.0016042657222005569 0.0010851712769863191 0.0010366992814519194 0.0010027843650973478 0.0010047414451622369
leaf_count=171 144 183 386 128 68 81 203 201 403 705 164 284
internal_value=0 2.57983e-05 -3.93887e-05 4.04057e-05 -9.71688e-05 0.000254814 -9.09254e-05 -0.000245742 -0.000411409 -0.000845821 0.000649279 3.90532e-05
internal_weight=0 0.015271 0.0135573 0.0115696 0.00704755 0.00452204 0.00240985 0.00577241 0.00416814 0.00212187 0.00211219 0.00204627
internal_count=3121 2950 2806 2420 1844 576 284 1776 1575 1108 292 467
is_linear=0
shrinkage=0.00192234


Tree=2989
num_leaves=14
num_cat=0
split_feature=403 52 1 47 14 1 43 16 133 48 12 1 1
split_gain=0.000161807 0.000158659 0.000144743 0.000229184 0.000100728 0.000158065 0.000149351 0.000141333 0.000183717 0.000181063 0.000138739 0.000150488 6.84457e-05
threshold=-1.0000000180025095e-35 -0.40306999999999998 0.13842500000000005 0.10621500000000002 -0.10708499999999999 0.099660000000000012 -0.15582499999999996 0.15891500000000003 0.089755000000000015 0.085700000000000012 0.084100000000000022 0.086560000000000012 0.11212500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 -3 6 -6 8 9 10 11 -8 -7
right_child=1 2 -4 -5 5 12 7 -9 -10 -11 -12 -13 -14
leaf_value=-0.0007247298200959958 -0.0007046575431397474 -0.00041470558595023909 0.00077573333056266841 -0.00069750527799546721 0.00062384677391795886 0.00081365309750588543 0.00092436938625634578 -0.00067902196202169573 0.00074006740200269542 -0.00081917485268410549 -0.00031961088388352828 -4.4022293441634632e-05 0.00024556542824295374
leaf_weight=0.0011031203679804291 0.0010074366879183711 0.0012220979168952881 0.0010388344423718004 0.0014320930803206075 0.0013561676697526068 0.0016043670270222412 0.001043413040543575 0.0011838276228326033 0.0011506591901913627 0.0010575827890721076 0.0019059841507875048 0.0013737521042851419 0.0015322690992964113
leaf_count=756 304 93 133 134 105 179 146 91 183 162 604 64 167
internal_value=0 3.51418e-05 8.20129e-05 3.35235e-05 0.000111475 0.000164149 3.55256e-05 -6.78885e-05 4.28806e-05 -0.000106211 6.82026e-05 0.000374001 0.000536138
internal_weight=0 0.0169085 0.015901 0.0148622 0.0134301 0.012208 0.00907139 0.00771522 0.00653139 0.00538073 0.00432315 0.00241717 0.00313664
internal_count=3121 2365 2061 1928 1794 1701 1355 1250 1159 976 814 210 346
is_linear=0
shrinkage=0.00192234


Tree=2990
num_leaves=10
num_cat=0
split_feature=52 52 150 151 16 3 12 2 15
split_gain=3.4026e-05 6.18376e-05 3.99834e-05 5.64618e-05 7.21425e-05 7.61037e-05 9.18781e-05 0.000102185 0.000107847
threshold=-0.24456499999999998 -0.081429999999999989 0.090480000000000019 -0.033849999999999991 -0.48836499999999994 0.088060000000000013 0.079890000000000017 0.088555000000000009 0.088235000000000022
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 -5 6 -6 8 -8
right_child=1 2 -4 4 5 -7 7 -9 -10
leaf_value=-0.0032440097883438945 0.0040772400470220462 -0.0050811019480395125 0.0031426501760752211 0.0048528176551979833 0.0041922632308590852 -0.0048070987912745382 -0.0038885997160158499 -0.0069102112694592469 0.0055998594682653106
leaf_weight=0.0012994680520590643 0.0016518638857205151 0.0011647851549153937 0.0012986910940067055 0.0010883190657458158 0.0017554356345570298 0.0016798021560489318 0.0010282739104019566 0.0011054928445733397 0.0010698034922832613
leaf_count=364 407 178 250 166 196 128 585 536 311
internal_value=0 0.000322288 -0.000286377 -0.000787197 -0.000139935 -0.000958412 0.000345283 -0.00176272 0.000949538
internal_weight=0 0.0118425 0.0101906 0.00889191 0.00772713 0.00663881 0.00495901 0.00320357 0.00209808
internal_count=3121 2757 2350 2100 1922 1756 1628 1432 896
is_linear=0
shrinkage=0.0209212


Tree=2991
num_leaves=14
num_cat=0
split_feature=41 2 484 3 151 48 4 42 43 15 15 12 12
split_gain=0.000121097 9.81902e-05 0.000112411 0.00012304 6.13184e-05 0.00020144 0.000126302 0.000103819 0.000192409 0.00010592 0.00019107 0.000137225 6.64931e-05
threshold=0.078475000000000017 -0.0091949999999999983 -0.0068949999999999992 -0.15447499999999995 -0.0083949999999999979 0.016865000000000002 0.24564500000000003 0.083995000000000014 -0.074359999999999996 1.0000000180025095e-35 -0.037864999999999989 1.0000000180025095e-35 0.089300000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 5 -5 7 9 -9 10 -6 -12 -11
right_child=-2 2 3 4 6 -7 -8 8 -10 12 11 -13 -14
leaf_value=0.00056298960538078723 -0.00059876770347658487 -0.00056478139681710314 0.00062136761268267288 -0.00086203455343722825 -0.00042305924568343219 0.00016344350423326797 0.00054789623201811292 0.00067945954486273131 -0.00030651558131038214 -0.00080804813845475353 0.00084132153917267842 -3.4966854145093505e-05 -0.00016310441964435447
leaf_weight=0.0010286065244826349 0.0010205291892702853 0.0010491173634257405 0.0010539427693395101 0.0010286727269329344 0.0017993731254989688 0.0014639770101776139 0.0013923263655371944 0.0015065825778821859 0.0010658760673008388 0.0010143121169379106 0.001006208727375231 0.0012814347000851267 0.0010025022784051867
leaf_count=158 148 483 122 196 292 156 188 273 469 274 75 41 246
internal_value=0 3.25726e-05 -4.63267e-06 3.85295e-05 -1.03731e-05 -0.000259753 5.13651e-05 -2.83157e-05 0.000270929 -0.000154432 9.90843e-06 0.000350464 -0.000487465
internal_weight=0 0.0156929 0.0146643 0.0136152 0.0125613 0.00249265 0.0100686 0.00867629 0.00257246 0.00610383 0.00408702 0.00228764 0.00201681
internal_count=3121 2973 2815 2332 2210 352 1858 1670 742 928 408 116 520
is_linear=0
shrinkage=0.00177594


Tree=2992
num_leaves=13
num_cat=0
split_feature=41 403 3 16 1 2 3 12 4 0 3 2
split_gain=0.000122355 0.000104536 0.000157365 0.000119947 0.000143785 0.000116335 0.000135322 0.000109382 9.82401e-05 0.000152677 9.47225e-05 5.87253e-05
threshold=0.078475000000000017 0.096440000000000012 -0.15447499999999995 -0.36241499999999999 0.094385000000000011 0.116525 0.10732000000000001 0.090995000000000006 -0.076229999999999978 -0.10607499999999999 -0.082974999999999979 0.10803500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 11 8 6 7 -6 10 -10 -5 -4
right_child=-2 -3 3 4 5 -7 -8 -9 9 -11 -12 -13
leaf_value=0.00068594251768198586 -0.00062167195960830435 -0.0005261864521713738 -6.1641138014523815e-05 0.00042153887477113124 0.00069566398465163335 0.00087821322244789027 -0.00036623415148779432 -3.3573037921524785e-05 8.2849437466123621e-05 -0.00070111803090447888 -0.00024290638625557479 -0.00065579506655253088
leaf_weight=0.0012662590187106368 0.001074774649861803 0.0011049132155224904 0.0010556347544702382 0.0017419185901987686 0.0016660697394003474 0.0010068290657546837 0.0011297912356766915 0.0012138075992454145 0.0016646171811147694 0.0017289259668655983 0.001263978336397241 0.0012292257405214385
leaf_count=155 148 229 164 448 174 136 58 181 86 944 264 134
internal_value=0 2.22565e-05 6.27442e-05 5.14676e-06 8.24904e-05 0.000316698 0.000175702 0.000388306 -0.000101104 -0.000316563 0.00014214 -0.000381288
internal_weight=0 0.016072 0.0149671 0.0137008 0.0114159 0.0050165 0.00400967 0.00287988 0.00639944 0.00339354 0.0030059 0.00228486
internal_count=3121 2973 2744 2589 2291 549 413 355 1742 1030 712 298
is_linear=0
shrinkage=0.00184769


Tree=2993
num_leaves=11
num_cat=0
split_feature=41 3 16 1 4 43 4 16 13 12
split_gain=3.9048e-05 4.84042e-05 5.46091e-05 7.43789e-05 7.11169e-05 9.87585e-05 8.30692e-05 6.97746e-05 4.60803e-05 3.42048e-05
threshold=1.0000000180025095e-35 -0.10519499999999998 -0.25582999999999995 0.094385000000000011 -0.083854999999999985 -0.0037449999999999996 -0.0016099999999999997 0.033715000000000009 -0.010384999999999998 0.091625000000000012
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 9 8 4 -4 -6 -7 -5 -3 -1
right_child=-2 2 3 7 5 6 -8 -9 -10 -11
leaf_value=0.00063285099598173287 -0.005064757367874065 -0.00057495498266636508 0.0038305262351092085 0.0074995568433297048 -0.010161060711771067 0.0045391469373055405 -0.0056909650504325246 -0.00020685891972353998 -0.008268031238426175 0.0073979124188072072
leaf_weight=0.0010463337560296755 0.0010057804608638579 0.0012051030506719097 0.0012563182219664502 0.0016667978804999553 0.0010823463005011648 0.001157723739049961 0.0010801635824751815 0.0016418758622415621 0.0010054879236185313 0.0010583880208025892
leaf_count=112 173 221 342 315 1012 336 116 217 103 174
internal_value=0 0.000374478 -0.000388596 0.000644634 -0.00154647 -0.00358104 -0.000398633 0.00367537 -0.00407415 0.00403475
internal_weight=0 0.0122005 0.0100958 0.00788523 0.00457655 0.00332023 0.00223789 0.00330867 0.00221059 0.00210472
internal_count=3121 2948 2662 2338 1806 1464 452 532 324 286
is_linear=0
shrinkage=0.0265331


Tree=2994
num_leaves=14
num_cat=0
split_feature=403 42 43 16 48 133 1 15 43 47 4 48 16
split_gain=9.01799e-05 8.5675e-05 0.000192557 0.000159015 0.000148834 0.000181264 0.00021681 0.000180024 0.000155176 9.5199e-05 9.12337e-05 7.99735e-05 9.22305e-05
threshold=-1.0000000180025095e-35 -0.11466499999999999 -0.15582499999999996 0.15891500000000003 0.12879500000000002 0.089595000000000022 0.099660000000000012 -0.097454999999999986 -0.0037449999999999996 0.090100000000000013 -0.072334999999999997 0.085130000000000025 -0.088159999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 5 6 8 9 -4 -8 -5 12 -10
right_child=1 2 3 10 -6 -7 7 -9 11 -11 -12 -13 -14
leaf_value=-0.00071264910700617051 -0.00066109606321359724 0.00049117427336796274 -0.00095199056082391129 -0.00098106988854079844 -0.00077942069091894539 0.00073426147721218312 0.00030132426877556084 0.00076699366701412622 0.00034165315440246269 -0.00051408421326638962 -0.00022240674883526306 -0.00059280495075271847 -0.00032775595311085716
leaf_weight=0.001075906192824448 0.0010800893133543722 0.0016711048108678022 0.0011782678628533497 0.0012556468073858795 0.001015392896489776 0.0010110528550363916 0.0010234184217041758 0.0014398770020274659 0.0013925044755332266 0.001010893531326662 0.00102065304782169 0.0011688670476547869 0.0015390434076551678
leaf_count=756 127 119 578 161 66 241 170 202 125 45 233 86 212
internal_value=0 -0.000148757 -0.000111181 -0.000188282 -9.27012e-05 -2.12862e-05 -0.00010856 0.000257059 -0.000349195 -0.00010387 -0.000640899 -0.000175979 -9.78224e-06
internal_weight=0 0.0158068 0.0147267 0.0130556 0.0107793 0.00976392 0.00875287 0.00347419 0.00527868 0.00203431 0.0022763 0.00410041 0.00293155
internal_count=3121 2365 2238 2119 1725 1659 1418 417 1001 215 394 423 337
is_linear=0
shrinkage=0.00188464


Tree=2995
num_leaves=14
num_cat=0
split_feature=50 158 156 47 42 43 52 43 3 3 15 42 52
split_gain=0.000122798 0.000145008 0.000161015 0.000127685 0.000111668 0.00016738 7.49273e-05 0.00011896 0.000139851 0.000115561 0.000114606 6.72906e-05 4.89454e-05
threshold=0.10124500000000002 0.077000000000000013 0.091255000000000017 0.13148500000000005 -1.0000000180025095e-35 -0.14968999999999996 -0.081429999999999989 -0.0037449999999999996 -0.077644999999999978 0.092670000000000016 -0.055554999999999993 -0.094469999999999985 -0.11592499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 11 -6 12 -8 -9 -10 -11 -1 -7
right_child=-2 -3 -4 -5 5 6 7 8 9 10 -12 -13 -14
leaf_value=8.3033720531676305e-05 -0.00060818501567142858 -0.00064584303370756051 -0.00062202211022841306 -0.00050600092118665652 0.00083443213974169236 0.00019120660055921417 -0.00035321736729527218 0.00065010264454115141 -0.00031563555319025362 -8.9451239861529599e-05 0.00059810030889676858 -0.00053930697553522945 0.00074207268754234433
leaf_weight=0.0012068945402402276 0.0010791962631723382 0.0010054013558021642 0.0010525075469263569 0.0010271246083950461 0.0013194393591735585 0.0011085331711825214 0.0017098320076640375 0.0015960186280438351 0.0019173507012480908 0.0016242689685420225 0.0015591773715395441 0.0010805164482494594 0.0010128641052615283
leaf_count=176 375 362 247 36 83 197 550 188 126 94 71 501 115
internal_value=0 2.17192e-05 6.31122e-05 0.000110672 0.000155484 0.00022623 0.000150007 7.32398e-05 0.000182123 3.56939e-05 0.000247295 -0.000210945 0.000454218
internal_weight=0 0.0172199 0.0162145 0.015162 0.0141349 0.0118475 0.010528 0.00840665 0.00669682 0.0051008 0.00318345 0.00228741 0.0021214
internal_count=3121 2746 2384 2137 2101 1424 1341 1029 479 291 165 677 312
is_linear=0
shrinkage=0.00181146


Tree=2996
num_leaves=10
num_cat=0
split_feature=484 4 156 42 42 47 133 2 52
split_gain=4.84601e-05 6.32494e-05 4.69642e-05 6.00875e-05 9.07702e-05 0.000102887 0.000163949 0.000224162 8.71311e-05
threshold=-1.0000000180025095e-35 0.27044500000000005 0.084085000000000007 0.092395000000000019 0.08623500000000002 0.09550500000000002 0.083950000000000011 0.089885000000000007 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 6 7 -2 -9
right_child=1 -3 -4 -5 -6 -7 -8 8 -10
leaf_value=-0.005044943736877386 -0.011672554837150927 0.0046986130578401996 -0.004921244966457617 -0.0038376359470560814 0.0068186288118325354 0.0059753797026729427 0.00587267736550676 0.0047857076475646236 -0.003696471031818761
leaf_weight=0.0010065880162946983 0.0013420922929623363 0.0016014782658993762 0.0011051304906126583 0.001680040171699434 0.0012776735925453531 0.0012741340060198544 0.0012813213720963487 0.0012155751856136043 0.0015040350638160106
leaf_count=515 474 346 351 400 337 93 269 158 178
internal_value=0 0.000332293 -0.000322442 0.000208352 0.00106935 -4.07515e-05 -0.0014754 -0.00379345 9.47803e-05
internal_weight=0 0.0122815 0.01068 0.00957487 0.00789483 0.00661716 0.00534302 0.0040617 0.00271961
internal_count=3121 2606 2260 1909 1509 1172 1079 810 336
is_linear=0
shrinkage=0.0235607


Tree=2997
num_leaves=10
num_cat=0
split_feature=484 4 49 52 133 13 150 4 16
split_gain=3.94328e-05 5.14721e-05 4.10308e-05 5.63274e-05 8.82281e-05 0.000117776 9.03138e-05 8.34657e-05 9.1984e-05
threshold=-1.0000000180025095e-35 0.27044500000000005 0.065470000000000014 0.11434500000000002 -0.0061299999999999992 -0.084034999999999985 0.087380000000000013 -1.0000000180025095e-35 0.029300000000000003
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 -6 7 8 -7
right_child=1 -3 -4 -5 5 6 -8 -9 -10
leaf_value=-0.0060187215184254314 -0.0067321023531846909 0.0056021083517096733 0.0053226509133409323 -0.0079401694755623382 0.0089750425543962554 0.010164046630754308 -0.0088405564179665913 -0.0039462902747951327 -0.0018750831131342629
leaf_weight=0.0010022029197778145 0.0016227862444993359 0.001595426755856901 0.0010912115118951 0.0010211951129467595 0.001516577064204703 0.0013954047418827963 0.0010865802797158652 0.0017779784295881454 0.0010943588294995005
leaf_count=515 565 346 425 262 214 379 109 95 211
internal_value=0 0.000396062 -0.00038706 -0.00104188 -0.000212495 0.00132732 -0.000838845 0.00119842 0.00487233
internal_weight=0 0.0122015 0.0106061 0.00951488 0.00849369 0.0068709 0.00535432 0.00426774 0.00248976
internal_count=3121 2606 2260 1835 1573 1008 794 685 590
is_linear=0
shrinkage=0.0310878


Tree=2998
num_leaves=10
num_cat=0
split_feature=14 48 0 48 52 3 43 2 4
split_gain=3.59716e-05 5.59641e-05 0.000184153 5.76873e-05 6.90457e-05 9.10095e-05 9.04326e-05 0.000113345 7.47723e-05
threshold=-0.10708499999999999 0.11951500000000001 -0.17169499999999996 0.088965000000000002 -0.10925999999999998 -0.082974999999999979 -0.0037449999999999996 0.079055000000000014 -0.084369999999999987
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 -4 8 -7 -8 -6
right_child=1 -3 3 -5 5 6 7 -9 -10
leaf_value=-0.0045128769883015039 0.00803871609143182 -0.0051963610492779594 -0.0065076241909335754 0.0047044617014767457 -0.0012144066781051106 -0.0078459953861760544 0.0055912957712582331 -0.0044067254155199867 0.006773823617303631
leaf_weight=0.0010084521469698017 0.0017782794519727177 0.0010177802798198307 0.0012785878454257419 0.0010999981892634231 0.0013114712157891722 0.0013466540985928597 0.0011955068362686436 0.0015840831568513132 0.0015201891551271409
leaf_count=140 138 110 437 298 354 677 156 302 509
internal_value=0 0.00030525 0.000809033 -0.000567972 -0.00127211 -0.000310035 -0.00263243 -0.000106558 0.00307411
internal_weight=0 0.0121326 0.0111148 0.00933649 0.00823649 0.0069579 0.00412624 0.00277959 0.00283166
internal_count=3121 2981 2871 2733 2435 1998 1135 458 863
is_linear=0
shrinkage=0.0245125


Tree=2999
num_leaves=14
num_cat=0
split_feature=403 48 151 15 15 50 3 12 15 4 47 1 12
split_gain=0.000113097 8.60359e-05 0.000127213 0.000117692 0.000106669 0.000109049 0.000148511 0.000186282 0.000135784 0.000132027 0.000123332 0.000108182 5.27474e-05
threshold=-1.0000000180025095e-35 0.12879500000000002 0.06617000000000002 0.091915000000000011 0.088235000000000022 1.0000000180025095e-35 -0.10519499999999998 0.084100000000000022 -0.016799999999999995 -0.040589999999999994 0.077555000000000013 0.09253500000000002 0.099400000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 6 9 8 10 -2 11 -8 -9
right_child=1 -3 -4 -5 -6 -7 7 12 -10 -11 -12 -13 -14
leaf_value=-0.00058903689850382899 9.6034719615889036e-05 -0.00045693778547353987 0.00067750550666600723 -0.00056983569572574913 0.00055725818974208439 -0.00055995832155293775 -0.00014376640546488357 -0.00082124223711065795 0.00058946790976512683 0.00094431860212070755 -0.00039336704937759055 0.00067184217113100571 -0.00023668758199945521
leaf_weight=0.0010544994372580834 0.0014496095131515396 0.001131160283808664 0.0010231787112275218 0.0010418912454694439 0.0012891473763675396 0.0010125284949857325 0.0011357571971080159 0.0010247588979227927 0.0014339768635757682 0.0010297315753797828 0.0019129742463194748 0.0010066017948220964 0.0010016442730899221
leaf_count=756 129 88 122 313 100 346 87 468 140 100 91 256 125
internal_value=0 2.40611e-05 6.19454e-05 1.47271e-05 6.42566e-05 6.51895e-06 6.39048e-05 -6.29183e-05 0.000110356 0.000448348 -5.90598e-05 0.000239453 -0.000532299
internal_weight=0 0.015493 0.0143618 0.0133386 0.0122967 0.0110076 0.00999505 0.00751571 0.00548931 0.00247934 0.00405533 0.00214236 0.0020264
internal_count=3121 2365 2277 2155 1842 1742 1396 1167 574 229 434 343 593
is_linear=0
shrinkage=0.00181146


Tree=3000
num_leaves=13
num_cat=0
split_feature=403 11 403 42 133 15 52 2 15 4 16 4
split_gain=0.000129408 8.54241e-05 9.81325e-05 0.00017313 0.000134183 0.00013419 0.00015494 0.000157133 0.000106235 0.000226175 0.000182213 0.000150502
threshold=-1.0000000180025095e-35 0.08765000000000002 0.096440000000000012 0.09832500000000001 0.10275500000000001 0.084050000000000014 -0.088204999999999992 0.11215000000000001 -0.10653 -0.0016099999999999997 -0.073849999999999985 -0.27825499999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 6 -2 8 -8 11 -11 -10
right_child=1 -3 -4 -5 -6 -7 7 -9 9 10 -12 -13
leaf_value=-0.00062083321373719016 -0.00040871873584461563 -0.00047186577054893788 -0.00045048985968445144 0.00068037405121097912 0.00061694549478422459 -0.00053697946748593466 0.0008054623330076287 -0.00028343751399418954 5.2482430822371637e-05 -0.00073554274056440933 0.00025017203761876705 0.00092373260883016578
leaf_weight=0.0010290079331554567 0.0018820048522093175 0.0010061711959548627 0.0010891491024977657 0.0014653863545126345 0.0011342006071566402 0.0014068968769585513 0.0010744492387861808 0.0019263923326081275 0.0010832552159945083 0.0010987266664263312 0.0012811495914582835 0.0014792966340622478
leaf_count=756 419 126 232 216 78 291 158 209 48 156 104 328
internal_value=0 2.89901e-05 6.27646e-05 0.00010318 3.47834e-05 -2.4002e-05 4.9452e-05 0.000158007 0.000299342 0.000189315 -0.000204907 0.000555433
internal_weight=0 0.0159271 0.0149209 0.0138318 0.0123664 0.0112322 0.00982527 0.00794327 0.00601688 0.00494243 0.00237988 0.00256255
internal_count=3121 2365 2239 2007 1791 1713 1422 1003 794 636 260 376
is_linear=0
shrinkage=0.00177594


Tree=3001
num_leaves=13
num_cat=0
split_feature=403 42 43 16 0 4 3 133 0 15 1 1
split_gain=0.000124343 0.000134787 0.000200435 0.000205895 0.000183582 0.000138846 0.000127262 0.000129779 8.91192e-05 0.000187697 0.000148524 0.000198811
threshold=-1.0000000180025095e-35 -0.11466499999999999 -0.15582499999999996 0.15891500000000003 -0.036484999999999997 -0.062539999999999984 -0.091354999999999978 0.076280000000000014 -0.10011499999999998 -0.0088349999999999974 0.11061500000000002 0.094465000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 6 -5 -4 8 9 10 11 -8
right_child=1 2 3 5 -6 -7 7 -9 -10 -11 -12 -13
leaf_value=-0.00064699424570908667 -0.00062971159290402658 0.00067003475608937949 -0.00061360380845606056 -0.00093587267824127925 0.00071741676767595158 -2.9866738810969113e-06 -0.00021566184084829081 0.00066016399117101762 -0.00040176915052160913 0.00074286642376384586 -0.00056636320570802241 0.00083713813306742597
leaf_weight=0.0010395729128403674 0.0010414051844000608 0.0017537954220337966 0.0010555132548048718 0.001274580641662304 0.0014786222356633809 0.0010203057986185758 0.0017306926272914192 0.0011795745935103069 0.0016296372165994881 0.0012470302769231898 0.0014969219266436212 0.0010082619092344203
leaf_count=756 127 119 137 162 174 232 101 489 558 75 112 79
internal_value=0 2.57539e-05 7.16435e-05 -8.33851e-06 0.000100356 -0.000521112 2.74864e-06 8.12049e-05 -1.48122e-05 0.0001002 -8.89996e-05 0.000171894
internal_weight=0 0.0159163 0.0148749 0.0131211 0.0108263 0.00229489 0.00934763 0.00829212 0.00711254 0.00548291 0.00423588 0.00273895
internal_count=3121 2365 2238 2119 1725 394 1551 1414 925 367 292 180
is_linear=0
shrinkage=0.00188464


Tree=3002
num_leaves=16
num_cat=0
split_feature=403 403 0 403 160 4 151 12 1 16 1 48 1 160 47
split_gain=0.000211854 0.000255745 0.000168289 0.000215392 0.000144217 0.000275546 0.00016113 0.000124125 0.000233972 0.00015611 0.0002753 0.000112814 8.30449e-05 8.26729e-05 6.86063e-05
threshold=0.10301500000000001 0.08332500000000001 0.15398500000000004 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.036839999999999991 -0.090369999999999992 -0.029094999999999999 0.12500000000000003 -0.056919999999999991 0.080270000000000022 0.086035000000000014 0.077565000000000009 -0.089549999999999991 0.086785000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 -5 -6 -8 9 11 -11 12 -9 -7 -14
right_child=-2 -3 -4 4 6 13 7 8 -10 10 -12 -13 14 -15 -16
leaf_value=-0.00090044067899878208 -0.00083507197211740508 0.0008934347084380642 0.00063752306327286305 -0.001162748862039917 -0.0006077644286673874 0.00038744794794254186 -0.00041644261220657026 2.9909386597371606e-05 0.00095883872757876877 0.00038382684826657036 -0.00094135382885269907 -0.00013607736114631808 0.00090912814826842752 -0.0003570992348989043 0.00028679747488125995
leaf_weight=0.0010172584560478636 0.0010154622383299122 0.0011046003798570519 0.0012070602917337711 0.0010106649125128679 0.0010448884415741365 0.0010243101584865959 0.0011405735463385887 0.0010648142509052912 0.0012860048641466226 0.0010159161443902614 0.0011310530094731236 0.001550081875097864 0.001434746001071352 0.0010123212748890022 0.001045400354156456
leaf_count=752 202 112 48 196 99 273 220 143 77 256 230 82 118 287 26
internal_value=0 3.35883e-05 -2.58287e-05 -8.00108e-05 -1.9361e-05 -0.00037403 8.15197e-05 0.000156011 0.000232573 0.000103606 -0.000314297 0.000279704 0.00046151 1.73658e-05 0.000646811
internal_weight=0 0.0170897 0.0159851 0.014778 0.0137608 0.0030473 0.0107135 0.00966859 0.00852802 0.00724201 0.00214697 0.00509504 0.00354496 0.00203663 0.00248015
internal_count=3121 2919 2807 2759 2007 756 1251 1152 932 855 486 369 287 560 144
is_linear=0
shrinkage=0.00184769


Tree=3003
num_leaves=11
num_cat=0
split_feature=41 0 4 157 52 16 0 49 3 43
split_gain=4.29356e-05 4.94297e-05 0.000121871 6.21691e-05 7.41177e-05 0.000130118 0.000101735 0.000110517 9.11055e-05 5.21557e-05
threshold=1.0000000180025095e-35 -0.019414999999999998 -0.49405499999999997 -0.077609999999999985 0.070205000000000017 -0.056919999999999991 -0.10224499999999999 -0.043469999999999995 -0.077774999999999983 -0.036954999999999995
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 -1 5 6 7 -5 -6 -7
right_child=-2 2 -4 4 8 9 -8 -9 -10 -11
leaf_value=0.0058597499585621125 -0.0056631579230638019 -0.0037817546718606023 0.0086942737261990824 0.0032507173892502711 -0.0029797079361362582 -0.0042162285280685661 0.0063753014250677162 -0.0075166154257877158 0.0085277248545815518 -0.013246087359293758
leaf_weight=0.0010695229161397498 0.0010082645484534311 0.0010185277479332067 0.0015895398427967578 0.0013134543445648683 0.0010260367007144423 0.0010076453509763605 0.0013267893099105947 0.0017799846472656153 0.0011645795146501851 0.001020953292073949
leaf_count=310 173 130 191 96 571 431 453 169 331 266
internal_value=0 0.000380443 0.00382201 -0.000544048 -0.00133681 -0.00285683 -0.000147302 -0.00294488 0.0031379 -0.00876078
internal_weight=0 0.012317 0.00260807 0.00970897 0.00863944 0.00644883 0.00442023 0.00309344 0.00219062 0.0020286
internal_count=3121 2948 321 2627 2317 1415 718 265 902 697
is_linear=0
shrinkage=0.0281572


Tree=3004
num_leaves=11
num_cat=0
split_feature=42 475 43 457 16 1 16 43 12 16
split_gain=3.61252e-05 7.21995e-05 8.25124e-05 7.33161e-05 0.000112784 0.00016821 0.000103231 6.16192e-05 6.0033e-05 3.78088e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.14968999999999996 0.045365000000000009 -0.36241499999999999 0.094385000000000011 -0.056919999999999991 0.016310000000000002 0.051320000000000005 -0.056919999999999991
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=8 -2 -3 4 -4 7 -7 9 -1 -6
right_child=1 2 3 -5 5 6 -8 -9 -10 -11
leaf_value=0.001484138335992261 -0.006292955138777593 0.0084350124609155128 -0.0068892706627724084 0.0061198933516947631 -0.0021145056471507219 0.013690972493427413 0.001719329776561581 0.0024787655063957547 -0.0074968807714552842 -0.0093006653218136899
leaf_weight=0.0010794247421408651 0.0010508160506763368 0.0011029050888319283 0.0017146535801743374 0.0014416165601520052 0.0012603409806033372 0.0010006375531798877 0.0012157721464419553 0.0011834408261638084 0.0011951609716865453 0.0010010857943392594
leaf_count=133 448 110 271 180 328 131 194 174 729 423
internal_value=0 0.000587702 0.00131653 0.000426145 -0.000686691 0.00119191 0.00712414 -0.00262486 -0.00323486 -0.00529567
internal_weight=0 0.0109713 0.00992045 0.00881755 0.00737593 0.00566128 0.00221641 0.00344487 0.00227459 0.00226143
internal_count=3121 2259 1811 1701 1521 1250 325 925 862 751
is_linear=0
shrinkage=0.0276051


Tree=3005
num_leaves=15
num_cat=0
split_feature=50 403 48 48 2 52 4 47 51 0 160 403 42 52
split_gain=0.000117496 0.000116465 0.000128537 0.00010802 0.000136816 0.000167429 0.000336042 0.000142283 9.52069e-05 0.000130658 8.83198e-05 0.00011076 0.000156296 9.35387e-05
threshold=0.10124500000000002 -1.0000000180025095e-35 0.11951500000000001 0.095425000000000024 -0.0091949999999999983 -0.088204999999999992 0.0082450000000000006 0.092710000000000015 0.087505000000000013 -0.16360999999999995 -0.079009999999999983 0.035175000000000005 0.088465000000000002 0.084960000000000022
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 6 -6 8 9 -7 -11 12 13 -12
right_child=-2 2 -4 -5 5 7 -8 -9 -10 10 11 -13 -14 -15
leaf_value=-0.0005794693223077045 -0.00061291651157309554 0.00071336035293393882 -0.00055709433190427148 0.00064153149170322044 -0.0011334895448837097 0.00087154225324671331 0.00031284546578117683 -0.00050962350351829787 -0.00032860006970647938 -0.00033000321143444584 0.00048747892712004199 -0.00020619532398008199 0.00099339514125544614 -0.00020314384992493341
leaf_weight=0.0010096862350006319 0.0010418664832317999 0.0010219023777969941 0.0010403876793989584 0.0012190993047896245 0.0011613203196664977 0.0010656211049083156 0.0010391498110492378 0.0010946082281739775 0.001020845187557351 0.0010058564357243501 0.0015120396690903315 0.0012634783165414295 0.0011543032780835212 0.0012015870325448041
leaf_count=706 375 153 72 144 382 96 96 65 107 273 220 205 143 84
internal_value=0 2.76919e-05 6.91132e-05 0.000116461 6.54183e-05 7.93549e-06 -0.000450472 0.000116186 0.000199483 0.000274327 0.000170632 0.000268766 0.000423915 0.000181673
internal_weight=0 0.0158099 0.0148002 0.0137598 0.0125407 0.0115188 0.00220047 0.00931834 0.00822373 0.00720289 0.00613726 0.00513141 0.00386793 0.00271363
internal_count=3121 2746 2040 1968 1824 1671 478 1193 1128 1021 925 652 447 304
is_linear=0
shrinkage=0.00184769


Tree=3006
num_leaves=14
num_cat=0
split_feature=1213 484 42 43 43 12 16 133 2 12 15 51 12
split_gain=0.000504078 0.000229255 0.000135188 0.000174844 0.000146273 0.000126411 0.000366884 0.000198509 0.000116322 0.000205289 0.000166148 0.000111163 9.22097e-05
threshold=-1.0000000180025095e-35 -0.0068949999999999992 -0.11466499999999999 -0.14968999999999996 -0.088704999999999992 0.10312500000000001 0.22339500000000004 0.076280000000000014 0.088475000000000012 1.0000000180025095e-35 -0.074054999999999996 0.082455000000000014 0.081420000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 -4 -5 6 7 8 12 10 11 -10 -6
right_child=1 2 3 4 5 -7 -8 -9 9 -11 -12 -13 -14
leaf_value=-0.0012584893538265239 -0.00066328982957386485 -0.00048592072098239183 0.00067665551275959863 -0.00055137739344897807 5.5720041963453351e-05 0.00064157216279782587 -0.00095115769879702361 0.0008550718985059387 -3.0142914461243959e-05 0.00085472104978972618 -0.00047726961070769904 0.00075353363579951723 -0.00061157813097838189
leaf_weight=0.0010037189980577682 0.0013194851213980527 0.0011139792956259527 0.0019310816667837882 0.001063471599669818 0.0017212044379090879 0.0014987438943370466 0.001022593074149339 0.0012779636071842152 0.0013417887524710811 0.0013518284805857372 0.0013494616567085735 0.0010656611596644439 0.0011227589373832818
leaf_count=491 485 115 142 213 122 153 246 406 144 136 113 55 300
internal_value=0 6.2203e-05 0.000122559 0.000168524 9.19574e-05 0.000150175 7.83458e-05 0.000192396 8.59074e-05 0.000249366 3.15443e-05 0.000316753 -0.00020772
internal_weight=0 0.01718 0.0158605 0.0147466 0.0128155 0.011752 0.0102533 0.00923067 0.0079527 0.00510874 0.00375691 0.00240745 0.00284396
internal_count=3121 2630 2145 2030 1888 1675 1522 1276 870 448 312 199 422
is_linear=0
shrinkage=0.00181146


Tree=3007
num_leaves=11
num_cat=0
split_feature=159 43 42 52 15 16 52 1 0 1
split_gain=3.94845e-05 6.18447e-05 6.55227e-05 9.01533e-05 0.00011534 0.000142428 0.000140626 0.000120807 0.0001058 8.89705e-05
threshold=-0.032739999999999991 0.16180500000000003 0.09832500000000001 -0.088204999999999992 0.090615000000000015 -0.36241499999999999 0.096795000000000006 0.094385000000000011 -0.10607499999999999 0.102705
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 9 5 -5 7 8 -7 -2
right_child=1 -3 -4 4 -6 6 -8 -9 -10 -11
leaf_value=-0.0043818976262676498 -0.0090195881655532554 -0.0049541480811965471 0.00625099017132135 -0.0040981226949510161 -0.0060923040387946652 0.0053370595569074393 0.012133174355847659 0.0079911482716918079 -0.0037409075075365773 0.00079487066734490713
leaf_weight=0.0010763264529519744 0.0010340809377500778 0.0011190649820488332 0.0011236127123391655 0.001450868208183121 0.0010000595970573786 0.0011523406788831497 0.0010122111254800472 0.0014527589231288079 0.001867787353817481 0.0010169796995729338
leaf_count=421 428 195 318 264 218 67 101 209 736 164
internal_value=0 0.000325108 0.000856833 0.000249954 0.00138797 0.00246651 0.00420292 0.00240831 -0.000277177 -0.00415327
internal_weight=0 0.0122298 0.0111107 0.00998709 0.00793603 0.00693597 0.0054851 0.00447289 0.00302013 0.00205106
internal_count=3121 2700 2505 2187 1595 1377 1113 1012 803 592
is_linear=0
shrinkage=0.0235607


Tree=3008
num_leaves=13
num_cat=0
split_feature=484 15 133 52 16 15 0 160 0 4 2 16
split_gain=7.99236e-05 0.0001026 7.90902e-05 0.000116091 0.000169874 0.00010486 0.000160223 0.000128252 0.000100217 0.000115614 6.85463e-05 9.45197e-05
threshold=-0.0068949999999999992 -0.24436499999999997 0.10722500000000001 0.096795000000000006 0.10246000000000001 -0.11713499999999999 -0.10011499999999998 0.083670000000000008 -0.060129999999999996 -0.27825499999999997 0.092480000000000021 -0.074929999999999983
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 5 -5 -3 7 10 -8 -10 11 -7
right_child=1 2 -4 4 -6 6 8 -9 9 -11 -12 -13
leaf_value=-0.00049532484929254547 0.00058826776775967491 -0.00058608543843870372 -0.00049547734417366822 -0.00010049175167765606 0.00089621841657028646 0.00097346261122538674 -0.0005721928588194355 -0.00027189659831524418 -0.00050174986279388333 0.0002831251605873428 3.0530125098410777e-05 0.00022931938431605277
leaf_weight=0.0011074584044944704 0.0010081758662242738 0.0011698290545917112 0.0011091142960161756 0.0011838236217851664 0.0011517346181122434 0.0011856654102371245 0.0018631891445656671 0.0011935069992542319 0.0010348931515633542 0.0016821889083341972 0.0010052397068487928 0.0011459344384214835
leaf_count=503 232 145 348 347 37 52 879 76 156 158 144 44
internal_value=0 1.93597e-05 -2.24293e-05 1.91579e-05 0.000391016 -6.53226e-05 1.54485e-06 0.00024792 -0.000242145 -1.58212e-05 0.000433846 0.000607731
internal_weight=0 0.0147333 0.0137251 0.012616 0.00233556 0.0102804 0.00911062 0.00453035 0.00458027 0.00271708 0.00333684 0.0023316
internal_count=3121 2618 2386 2038 384 1654 1509 316 1193 314 240 96
is_linear=0
shrinkage=0.00184769


Tree=3009
num_leaves=14
num_cat=0
split_feature=403 12 43 16 15 15 16 4 151 2 13 0 1
split_gain=0.000136055 9.34878e-05 0.000134769 0.000113135 0.000187252 0.000159325 0.000135202 0.000116241 0.000160312 0.000187163 0.000105536 9.06282e-05 6.85654e-05
threshold=-1.0000000180025095e-35 0.11650500000000001 -0.15582499999999996 0.15891500000000003 -0.0063699999999999989 -0.074054999999999996 0.0013750000000000001 1.0000000180025095e-35 -0.0083949999999999979 0.090675000000000019 0.24813000000000004 -0.083914999999999976 0.088485000000000022
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 10 4 5 7 11 -4 -9 -10 -2 -6 -5
right_child=1 -3 3 12 6 -7 -8 8 9 -11 -12 -13 -14
leaf_value=-0.00067059008531725791 0.00091374971437976937 -0.00051622180879178927 0.00053822730491862795 -0.00075460777914670388 0.00043523034860438455 -0.000750567937224643 0.00093119206623352275 -0.00075649301383432454 -0.00044015380014490258 0.00049619261009226914 9.4859354689079249e-05 -0.00017619018590900638 -7.4065936849191882e-05
leaf_weight=0.0010342623956432094 0.0010280256448154069 0.001034211402799229 0.0010768767247265974 0.0010125376643118434 0.0019262899727279896 0.0011946780315405118 0.0010516578123512671 0.001073846636680865 0.0013186134353364888 0.0016293228729586384 0.0011255435128506019 0.0014511251707428618 0.0010091550858326234
leaf_count=756 70 128 270 202 216 319 148 83 175 235 66 257 196
internal_value=0 2.09679e-05 5.82601e-05 -1.39819e-05 6.16117e-05 -0.000143227 0.00035267 -9.19412e-07 -0.000145282 7.73644e-05 0.000485764 0.00017253 -0.000414906
internal_weight=0 0.0159319 0.0148977 0.0127441 0.0107224 0.00629334 0.00442907 0.00509866 0.00402178 0.00294794 0.00215357 0.00337742 0.00202169
internal_count=3121 2365 2237 2101 1703 1082 621 763 493 410 136 473 398
is_linear=0
shrinkage=0.00184769


Tree=3010
num_leaves=11
num_cat=0
split_feature=133 133 50 3 0 16 15 1 2 2
split_gain=4.39257e-05 7.39151e-05 5.87829e-05 7.4153e-05 9.75987e-05 0.000145676 0.000114435 5.90945e-05 0.000151108 5.11232e-05
threshold=0.10622000000000002 0.083950000000000011 0.07826000000000001 -0.11255999999999998 -0.10011499999999998 0.15891500000000003 -0.0088349999999999974 0.11061500000000002 0.090675000000000019 0.092635000000000009
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 9 6 -6 7 8 -5 -1
right_child=-2 -3 -4 4 5 -7 -8 -9 -10 -11
leaf_value=0.00062169584819401406 -0.0050750781131742436 0.0056297875009516871 -0.0054905518074430211 -0.004395080966592262 -0.011546920078457848 0.00017914345746742255 0.0083095144001998807 -0.0051078641035718171 0.0085503886059575991 0.0082678563096958702
leaf_weight=0.0011223656706110556 0.0010088744129984522 0.0014616554623046217 0.0012366835993042205 0.0012247990239551421 0.0011252581618372759 0.0016098210434380127 0.001110486928225466 0.0013093114848567698 0.0010442632785664374 0.0010656904274473425
leaf_count=116 435 580 351 86 844 235 81 105 126 162
internal_value=0 0.00035159 -0.000359548 0.000300609 -0.000891614 -0.00464516 0.00129788 -0.000878058 0.00156266 0.00434575
internal_weight=0 0.0123103 0.0108487 0.009612 0.00742394 0.00273508 0.00468886 0.00357837 0.00226906 0.00218806
internal_count=3121 2686 2106 1755 1477 1079 398 317 212 278
is_linear=0
shrinkage=0.0250028


Tree=3011
num_leaves=13
num_cat=0
split_feature=48 48 51 1 2 47 0 49 3 1 52 16
split_gain=9.83269e-05 0.000150975 0.00013476 0.000160891 0.000139889 0.000254222 0.000173086 0.000128895 0.000103922 0.000130882 0.000268736 0.000116508
threshold=0.12879500000000002 0.096390000000000017 0.08955500000000001 0.12500000000000003 -1.0000000180025095e-35 1.0000000180025095e-35 -0.22491999999999998 -1.0000000180025095e-35 -0.059315 0.078340000000000007 0.08976000000000002 0.064860000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 6 -6 -8 9 10 -9 -10
right_child=-2 -3 -4 -5 5 -7 7 8 11 -11 -12 -13
leaf_value=0.0005258408703813311 -0.00050469981455313344 0.00053375146582108326 -0.00050758086339526966 0.00057039869561093968 0.00061988988266244301 -0.00091822835868484516 -0.00050353450714190934 -0.0010306806109962843 0.00073621972264731675 0.00029991725898720665 0.00010760238521165662 -5.3735208321399491e-05
leaf_weight=0.0011264129601689264 0.0011059463579402564 0.0015157591797695545 0.0015524765402328304 0.0014022022600085017 0.0010925528732164177 0.001014849273422846 0.0018167104291439062 0.0010649124032944103 0.0010113967055188015 0.0012152295484768559 0.0013973390198112473 0.0011772204585166455
leaf_count=114 90 215 310 197 63 188 341 673 110 401 334 85
internal_value=0 2.22508e-05 -3.36424e-05 2.60856e-05 -4.38295e-05 -0.000109373 -1.58308e-05 -0.000106235 1.68072e-05 -0.000158467 -0.0003847 0.000311316
internal_weight=0 0.0153871 0.0138713 0.0123188 0.0109166 0.00979021 0.00877536 0.00768281 0.0058661 0.00367748 0.00246225 0.00218862
internal_count=3121 3031 2816 2506 2309 2195 2007 1944 1603 1408 1007 195
is_linear=0
shrinkage=0.00170698


Tree=3012
num_leaves=14
num_cat=0
split_feature=50 133 48 4 15 48 52 51 16 2 16 52 1
split_gain=0.000112055 0.000121722 0.000131185 0.000138668 0.000169838 0.000186531 0.000190569 0.000318903 0.000109717 0.000221262 0.000165155 0.000129399 7.91644e-05
threshold=0.10124500000000002 0.10722500000000001 0.11951500000000001 0.40473500000000007 -0.11713499999999999 0.092475000000000016 -0.088204999999999992 -0.095144999999999993 -0.010264999999999998 0.092875000000000013 -0.088159999999999988 0.096795000000000006 0.08592000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 6 7 -6 9 10 12 -10 -8
right_child=-2 -3 -4 -5 5 -7 8 -9 11 -11 -12 -13 -14
leaf_value=-0.00062941838073162534 -0.000588745202678364 -0.0005299936667265612 -0.00055649760617518284 0.00066797930135645766 0.00016792490119331402 0.00083697528092707219 0.00013015116900737269 -0.0011556541090842829 9.3941338048365221e-05 -0.0005434858349232394 -0.00025491137376739786 0.00086550328976221053 0.00076053244171661843
leaf_weight=0.0010576544307102807 0.0010134305783321652 0.001176465764532608 0.0010048309557237909 0.0012675681606090341 0.0013299556725715287 0.0010259755300290876 0.0010466630000432586 0.0010102697859273755 0.0014432116190587502 0.0015474875844336301 0.0013565092983279653 0.0013059020547155353 0.0015720133175387563
leaf_count=178 375 369 66 239 200 112 223 280 279 204 428 77 91
internal_value=0 2.00457e-05 6.32779e-05 0.000107879 5.19567e-05 0.00011388 4.39704e-05 -0.000403461 0.000170556 2.62489e-05 0.000248039 0.000460454 0.000508574
internal_weight=0 0.0161445 0.014968 0.0139632 0.0126956 0.011638 0.010612 0.00234023 0.00827179 0.00552267 0.00397519 0.00274911 0.00261868
internal_count=3121 2746 2377 2311 2072 1894 1782 480 1302 946 742 356 314
is_linear=0
shrinkage=0.00177594


Tree=3013
num_leaves=10
num_cat=0
split_feature=41 1 3 43 43 16 0 13 0
split_gain=3.999e-05 4.49646e-05 8.44638e-05 6.51994e-05 4.769e-05 9.0825e-05 6.31453e-05 0.000148383 9.80343e-05
threshold=1.0000000180025095e-35 0.104035 0.11296500000000002 -0.076124999999999984 -0.083134999999999987 0.0057500000000000008 -0.10011499999999998 -0.095304999999999987 -0.13843999999999998
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 4 3 -3 5 -1 8 -8 -6
right_child=-2 2 -4 -5 6 -7 7 -9 -10
leaf_value=-0.0035002805670348693 -0.0057985285394495691 0.00089644721499181816 -0.0019383745433414049 0.010357741247063582 -0.003752957955022374 0.009021801707748911 0.0025688020040049667 -0.011112933686522492 0.007812215322081797
leaf_weight=0.0010147136765871071 0.001006282096915583 0.0011551951556820457 0.001980909284616035 0.0014879401008708638 0.0016458546089564985 0.0010547316753386493 0.0012039748527034643 0.0017171884824088929 0.0010863695732645368
leaf_count=434 173 215 208 219 158 177 76 1367 94
internal_value=0 0.000396151 0.00272651 0.00622264 -0.000999154 0.00288183 -0.00241981 -0.00547392 0.000845513
internal_weight=0 0.0123469 0.00462404 0.00264314 0.00772283 0.00206945 0.00565339 0.00292116 0.00273222
internal_count=3121 2948 642 434 2306 611 1695 1443 252
is_linear=0
shrinkage=0.0298806


Tree=3014
num_leaves=13
num_cat=0
split_feature=403 42 43 16 52 0 52 15 3 1 3 12
split_gain=0.000105393 0.000106932 0.000172523 0.000184117 0.000145409 0.000192687 0.000180741 0.000192809 0.00020654 0.00021594 0.000160212 8.86975e-05
threshold=-1.0000000180025095e-35 -0.11466499999999999 -0.15582499999999996 0.22339500000000004 0.19022000000000003 -0.076899999999999982 0.0031350000000000002 0.090455000000000021 -0.0080949999999999998 0.11061500000000002 0.090900000000000009 0.082480000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 5 6 7 8 -4 10 -10 -7
right_child=1 2 3 -5 -6 11 -8 -9 9 -11 -12 -13
leaf_value=-0.00061551946629178397 -0.00057327385907538744 0.00061879683132550595 -0.0009044203164387068 -0.00056237287829329215 -0.00061285121470948834 0.0010271647440368377 0.00064404913670263473 0.00064182659731949255 -0.00013994079353223078 -0.00068575989575977623 0.00079132777236680548 0.00028476802957237636
leaf_weight=0.0010376304004649983 0.0010613855447849209 0.0017870364133898394 0.0014163946553049809 0.0019540296594852844 0.0010283877822833071 0.0010912292245346166 0.0013406242449531865 0.0010114855566793774 0.0016318304317768373 0.0013512557567390256 0.0011736440636909151 0.0013069861083686643
leaf_count=756 127 119 508 356 291 207 267 76 73 122 61 158
internal_value=0 1.65044e-05 5.79796e-05 -1.73406e-05 7.64777e-05 0.000145146 6.75136e-07 -0.000130316 -0.000270454 -5.44321e-05 0.000249647 0.000622571
internal_weight=0 0.0161543 0.0150929 0.0133059 0.0113518 0.0103235 0.00792523 0.00658461 0.00557312 0.00415673 0.00280547 0.00239822
internal_count=3121 2365 2238 2119 1763 1472 1107 840 764 256 134 365
is_linear=0
shrinkage=0.00192234


Tree=3015
num_leaves=15
num_cat=0
split_feature=403 403 403 124 48 4 160 52 1 16 3 0 16 3
split_gain=0.000116535 0.000129494 0.000181948 0.000119712 0.000164552 0.000180866 0.000367856 0.000241339 0.000203297 0.000153431 0.000199457 0.000112878 0.000103936 0.000103568
threshold=-1.0000000180025095e-35 0.10301500000000001 0.08332500000000001 -0.043384999999999993 0.12737000000000001 0.0061450000000000003 0.088755000000000014 -0.088204999999999992 0.111945 -0.095564999999999983 -0.083924999999999986 -0.10324499999999999 -0.50859499999999991 0.097915000000000016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 7 8 -5 12 -9 -11 -10 -7 -12
right_child=1 -3 -4 4 -6 6 -8 9 11 10 13 -13 -14 -15
leaf_value=-0.00061263078475655842 0.00061124635875514524 -0.00064024785660822395 0.00081203593366403976 -0.00099768386005932115 -0.00075693990769847605 0.00018010147548365806 0.0012874210299164965 0.00056275300283254977 0.00079606415307279974 0.000332886227504048 -0.0010419819172144882 3.2199101778438475e-05 -0.00056987469785602443 -0.00018949620826888246
leaf_weight=0.0011300993338131384 0.0011339725959172162 0.0010179907324958581 0.0011257621466583883 0.0011906010467519932 0.0010855174950754618 0.001057556229885015 0.0010403665018594438 0.0012050238702148199 0.001425805327070151 0.0013891214056058437 0.0010282138968105638 0.0014337595357511316 0.0019273058179175885 0.0010795787300610371
leaf_count=756 220 202 112 402 76 64 82 106 64 251 404 124 213 45
internal_value=0 2.46982e-05 6.66833e-05 1.07321e-05 -3.83895e-05 2.2656e-05 0.000234246 -0.000224564 4.67698e-05 -2.8798e-05 -0.000232644 0.000413069 -0.000304153 -0.000605352
internal_weight=0 0.0171406 0.0161226 0.0149968 0.0138628 0.0127773 0.00688479 0.00589254 0.00584443 0.00470194 0.00349691 0.00285956 0.00298486 0.00210779
internal_count=3121 2365 2163 2051 1831 1755 547 1208 465 806 700 188 277 449
is_linear=0
shrinkage=0.00192234


Tree=3016
num_leaves=11
num_cat=0
split_feature=484 42 4 15 16 133 51 2 0 2
split_gain=3.73944e-05 5.77892e-05 7.08072e-05 9.38877e-05 6.10668e-05 0.000138543 0.000185182 8.79501e-05 6.9396e-05 7.27657e-05
threshold=-1.0000000180025095e-35 0.10256000000000001 0.24564500000000003 -0.15914499999999995 -0.014034999999999997 0.083950000000000011 0.081440000000000026 0.073895000000000002 -0.053834999999999994 0.10097500000000002
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 -4 5 6 7 -2 -6 -10
right_child=1 -3 3 -5 8 -7 -8 -9 9 -11
leaf_value=-0.0045781114803963322 -0.003191764618278338 -0.0049880345615576924 0.010000970688071164 -0.00043191153882888141 0.0057266595827505512 0.0056503849894652975 0.0027556330304444533 -0.012743880753897426 0.0028220285540338122 -0.0056388850277586319
leaf_weight=0.0010166312937360715 0.0010523670945550507 0.0011242354384306428 0.0010664777824077071 0.001008325752565717 0.0017937035377745322 0.0011092705934119453 0.0014265451811552414 0.0012880882519678578 0.0015235942263420706 0.0010193964092288788
leaf_count=515 187 310 197 132 542 263 207 496 135 137
internal_value=0 0.000311841 0.000839696 0.00493073 -8.16256e-05 -0.00196365 -0.00420576 -0.00844885 0.00203457 -0.000569657
internal_weight=0 0.012412 0.0112878 0.0020748 0.00921297 0.00487627 0.003767 0.00234046 0.00433669 0.00254299
internal_count=3121 2606 2296 329 1967 1153 890 683 814 272
is_linear=0
shrinkage=0.0245125


Tree=3017
num_leaves=14
num_cat=0
split_feature=403 42 42 475 49 12 0 13 2 16 2 1 13
split_gain=9.94743e-05 8.18867e-05 0.000173077 7.40687e-05 0.00010157 0.000111168 0.000142391 0.000107029 8.62125e-05 8.40018e-05 0.000113822 9.78377e-05 5.6139e-05
threshold=-1.0000000180025095e-35 -0.11466499999999999 -0.088669999999999985 -1.0000000180025095e-35 -0.15986999999999998 0.088365000000000013 -0.059114999999999994 -0.010384999999999998 0.088475000000000012 -0.074319999999999983 0.10613000000000002 0.090965000000000004 -0.095539999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 -4 -5 7 8 12 -7 11 -11 -9 -6
right_child=1 2 3 4 5 6 -8 9 -10 10 -12 -13 -14
leaf_value=-0.00073781213416424256 -0.00063577045721272289 0.00061057119200413456 -0.00059842542619483971 0.00044418314081301897 2.416343828374793e-05 -0.001098058998059815 -3.748262455949126e-05 -2.4075316810443421e-05 -0.00036049676555567509 -0.00029898266033257073 0.00048390184178174876 -0.0007757058258931036 0.00063448140871970966
leaf_weight=0.0010151377753938136 0.0010612956202202756 0.0010710084150038395 0.0012049543918466266 0.0010056681336928471 0.0010427992433557273 0.0011020557874684216 0.0018460676569500567 0.0011046959492037605 0.0010628245453777631 0.001397771287338619 0.0011602824623576646 0.0012719984640627096 0.0010156786884979194
leaf_count=756 127 126 444 60 188 225 152 72 308 117 46 105 395
internal_value=0 -0.000140597 -0.000103811 -0.000161709 -0.000117893 -0.000169261 -0.000414481 -2.86152e-05 -0.000735961 -0.000176248 5.61182e-05 -0.000426345 0.000325302
internal_weight=0 0.0153471 0.0142858 0.0132148 0.0120098 0.0110042 0.00401095 0.00699323 0.00216488 0.00493475 0.00255805 0.00237669 0.00205848
internal_count=3121 2365 2238 2112 1668 1608 685 923 533 340 163 177 583
is_linear=0
shrinkage=0.00184769


Tree=3018
num_leaves=11
num_cat=0
split_feature=41 3 3 15 1 0 15 48 52 12
split_gain=3.66221e-05 4.36982e-05 6.38147e-05 6.695e-05 0.000101631 0.000112094 9.23128e-05 0.000114789 5.55126e-05 3.06218e-05
threshold=1.0000000180025095e-35 -0.10519499999999998 -0.084074999999999997 -0.016799999999999995 0.10389500000000002 -0.082009999999999986 -0.074054999999999996 0.092475000000000016 -0.066844999999999988 0.091625000000000012
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 9 -3 6 5 -5 7 8 -4 -1
right_child=-2 2 3 4 -6 -7 -8 -9 -10 -11
leaf_value=0.00048134885060290705 -0.0042306274025735429 -0.0057202502798332638 -0.0064012054705873305 0.0040399758441509838 0.0086208530763656251 -0.0047427599676099176 -0.0066662607969794445 0.0063827644397123403 0.00027333298496935363 0.0059256263505427283
leaf_weight=0.0010566070949766101 0.0010115584768139183 0.0010254027520850218 0.0010193280753923984 0.0017720390576444981 0.0010135208471633989 0.0012861227494212323 0.0013116862626898246 0.0011232700015178501 0.0017128362019206327 0.001062673772246725
leaf_count=112 173 704 240 321 103 418 277 186 413 174
internal_value=0 0.000250774 -0.000360491 0.000234382 0.00240604 0.00034636 -0.00147688 0.000288635 -0.00221683 0.00321128
internal_weight=0 0.0123835 0.0102642 0.0092388 0.00407168 0.00305816 0.00516712 0.00385543 0.00273216 0.00211928
internal_count=3121 2948 2662 1958 842 739 1116 839 653 286
is_linear=0
shrinkage=0.0226458


Tree=3019
num_leaves=10
num_cat=0
split_feature=14 48 48 52 52 4 13 12 16
split_gain=3.64678e-05 5.72881e-05 0.000157475 9.15905e-05 6.53689e-05 6.39715e-05 9.37861e-05 8.57149e-05 5.91209e-05
threshold=-0.10708499999999999 0.11951500000000001 0.093265000000000015 -0.088204999999999992 -0.057699999999999994 0.16173500000000005 -0.014169999999999999 0.088365000000000013 -0.008904999999999998
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 -5 6 7 -6 -8
right_child=1 -3 -4 4 5 -7 8 -9 -10
leaf_value=-0.0060337491494437618 -0.0064789920195318061 -0.0069862723045552378 0.012854436943590621 0.0089919315447458438 0.00018851269519830607 0.0054453208944128632 -0.0016450634755346657 -0.012241787747321681 0.0074128657138020672
leaf_weight=0.0010061172481732198 0.0019644790702051567 0.0010160092763938375 0.0010672920862835689 0.0010117736600671308 0.0010873472617699206 0.0018306922776567622 0.0018032752436965044 0.0012445626463043246 0.0012952644099275888
leaf_count=140 558 110 225 164 497 310 499 510 108
internal_value=0 0.000370467 0.00103165 -0.000200921 0.00128986 0.000216651 -0.00154602 -0.00644566 0.00214137
internal_weight=0 0.0123207 0.0113047 0.0102374 0.00827292 0.00726114 0.00543045 0.00233191 0.00309854
internal_count=3121 2981 2871 2646 2088 1924 1614 1007 607
is_linear=0
shrinkage=0.0323437


Tree=3020
num_leaves=14
num_cat=0
split_feature=47 50 42 131 160 0 4 150 12 4 43 52 4
split_gain=0.000149771 0.000134868 0.000157136 0.000112906 0.000120367 0.000121251 0.000197783 0.000139947 0.000136883 0.000123597 0.000135292 9.94049e-05 9.57616e-05
threshold=0.13148500000000005 0.088425000000000017 0.09832500000000001 0.087705000000000019 -0.085579999999999976 -0.077999999999999986 0.0052350000000000009 0.088985000000000009 0.088930000000000023 -0.35136499999999998 -0.050459999999999998 -0.081429999999999989 0.09173000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 6 11 8 12 -7 -11 -6 -8
right_child=-2 -3 -4 -5 5 9 7 -9 -10 10 -12 -13 -14
leaf_value=0.00060141066567500549 -0.00061963375808200697 -0.00047079635995136125 0.00063275717926808341 -0.00054592658374958184 -0.00011370303089788839 -9.5920193609552832e-05 9.4943192400562837e-05 0.0005888251677862008 0.0004488112637815183 7.3205705810417763e-05 0.00097777651343020663 -0.0008532009022174039 -0.00062411646488984762
leaf_weight=0.0012706800679245294 0.0012305548988760231 0.0015655490666670524 0.0015569819489206936 0.001048288697755812 0.0010260458977177419 0.0016832139030402704 0.0010291238346971975 0.0013278593232486785 0.001051031930800448 0.0010134976238579032 0.0011676234713165669 0.001424703420919513 0.0014842687920259556
leaf_count=281 65 532 295 350 219 156 61 75 82 181 156 554 114
internal_value=0 3.52687e-05 8.77949e-05 2.50657e-05 7.30351e-05 1.31284e-05 -0.000123556 8.686e-05 -0.000100138 0.000272858 0.000557451 -0.000543598 -0.000329693
internal_weight=0 0.0166489 0.0150833 0.0135263 0.012478 0.0112074 0.00734303 0.00489228 0.00356442 0.00386433 0.00218112 0.00245075 0.00251339
internal_count=3121 3056 2524 2229 1879 1598 1105 332 257 493 337 773 175
is_linear=0
shrinkage=0.00181146


Tree=3021
num_leaves=10
num_cat=0
split_feature=11 0 43 4 52 1 43 1 3
split_gain=3.50687e-05 4.75627e-05 8.89941e-05 7.79327e-05 7.44993e-05 0.000127144 0.000199101 0.000102375 0.000113847
threshold=0.081005000000000008 -0.019414999999999998 -0.23229999999999998 -0.49405499999999997 0.070205000000000017 1.0000000180025095e-35 -0.04890499999999999 0.11181500000000001 0.090900000000000009
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -3 5 -4 -7 8 -8
right_child=-2 3 4 -5 -6 6 7 -9 -10
leaf_value=-0.0078691358943502841 -0.0046285957580199317 -0.0020260091455672927 -0.0089578017311318665 0.0071299087832812835 0.0047851324397335943 0.0100507989738212 -0.0030946467623342473 -0.0077135371084669207 0.0074426094620841854
leaf_weight=0.0010028721898176782 0.0010574373828075015 0.0010568699509672097 0.0011264791979829084 0.0015540473430932346 0.0019545800983881137 0.0011919975976495724 0.001879527694604817 0.0014095776653817171 0.0010997947294253407
leaf_count=142 182 90 750 184 900 311 301 167 94
internal_value=0 0.00030841 -0.000533173 0.0034237 0.000316177 -0.00098611 0.00062294 -0.00193761 0.000795103
internal_weight=0 0.0122757 0.00966483 0.00261092 0.00866196 0.00670738 0.0055809 0.0043889 0.00297932
internal_count=3121 2939 2665 274 2523 1623 873 562 395
is_linear=0
shrinkage=0.0260129


Tree=3022
num_leaves=10
num_cat=0
split_feature=52 52 4 0 1 47 0 52 1
split_gain=3.53177e-05 6.39909e-05 0.000102015 0.000127809 7.03776e-05 9.47013e-05 0.000101594 0.00010938 8.63579e-05
threshold=0.19022000000000003 0.10347000000000002 -0.35136499999999998 -0.062294999999999996 0.077565000000000009 0.096300000000000011 -0.14920999999999998 -0.066844999999999988 0.095285000000000022
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 -4 6 7 -6 -8
right_child=-2 -3 3 -5 5 -7 8 -9 -10
leaf_value=-0.0084973721366078947 -0.005333528117257064 0.0065820736903748189 -0.0061777053893781898 0.0077828566208337788 -0.0083055994584791699 -0.006973062293480198 0.0017690181839366634 0.0045691796257382499 0.013059992914795428
leaf_weight=0.0012282134384172848 0.0010541598943159007 0.0013192387433401216 0.0018099538351519706 0.0018181963670946483 0.0012073663059210538 0.0011990444375543537 0.001398082436534046 0.0011506673246878991 0.0010659291384525846
leaf_count=194 350 233 1169 294 63 148 317 107 246
internal_value=0 0.000367238 -0.000386509 0.000645891 -0.00101116 0.000541921 0.00241059 -0.002023 0.00665348
internal_weight=0 0.0121967 0.0108775 0.00964924 0.00783104 0.00602109 0.00482205 0.00235803 0.00246401
internal_count=3121 2771 2538 2344 2050 881 733 170 563
is_linear=0
shrinkage=0.0298806


Tree=3023
num_leaves=15
num_cat=0
split_feature=50 403 48 42 43 16 16 160 2 2 12 1 4 4
split_gain=0.000148241 0.000135347 0.000146914 0.000148926 0.000153436 0.000210281 0.000218444 0.000176688 0.000128518 0.000205951 0.000224951 0.00011777 9.65584e-05 6.82982e-05
threshold=0.10124500000000002 -1.0000000180025095e-35 0.11951500000000001 -0.11466499999999999 -0.14968999999999996 0.15891500000000003 0.0065250000000000004 -0.030779999999999998 0.092875000000000013 0.089775000000000008 0.089735000000000023 0.093575000000000019 -0.072334999999999997 -0.0016099999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 -5 6 7 -6 9 10 13 -10 -7 -9
right_child=-2 2 -4 4 5 12 -8 8 11 -11 -12 -13 -14 -15
leaf_value=-0.00061949905379194597 -0.00070436964841948438 -0.00056027290166479719 -0.00059086223422258409 0.00069638882042367186 -0.00053459897983141724 -0.00077419615550159012 0.00095190991074671266 0.00020653695202371938 -0.00057262041627928343 0.0011019910937188344 0.00091918515881522387 0.00028149590837718704 6.9724199325147947e-06 -0.00044633976451096714
leaf_weight=0.0010716455233496817 0.0010429945585901752 0.0010475793842488453 0.0010995350332052576 0.0017584675184632035 0.0012726818592379953 0.0012264953529725897 0.001265918307004117 0.0010467880903059408 0.0011098738679907461 0.0011562618036724537 0.0010094940820312565 0.0011862700688067924 0.0010374153950134741 0.0012472154788460289
leaf_count=706 375 108 72 102 376 152 177 219 130 68 90 187 218 141
internal_value=0 2.82091e-05 7.30949e-05 0.000123918 0.00017774 9.88341e-05 0.000224292 0.000109564 0.000230911 0.000417426 0.000177821 -0.000131353 -0.000416233 -0.000148422
internal_weight=0 0.0165356 0.015464 0.0143645 0.0133169 0.0115584 0.0092945 0.00802859 0.0067559 0.00445976 0.0033035 0.00229614 0.00226391 0.002294
internal_count=3121 2746 2040 1968 1860 1758 1388 1211 835 518 450 317 370 360
is_linear=0
shrinkage=0.00188464


Tree=3024
num_leaves=10
num_cat=0
split_feature=41 43 42 40 3 3 2 3 2
split_gain=3.30874e-05 4.12716e-05 8.06204e-05 6.13713e-05 6.98375e-05 0.000101994 0.000105534 0.00015531 0.000100459
threshold=1.0000000180025095e-35 -0.27207999999999993 -0.088669999999999985 -0.013874999999999998 -0.11255999999999998 -0.078934999999999991 0.11215000000000001 0.10542000000000001 0.083215000000000011
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 -5 -6 7 8 -7
right_child=-2 2 3 4 5 6 -8 -9 -10
leaf_value=-0.0042747380073379629 -0.0045194117584440863 0.0071298011526018338 0.0057215603137719803 0.0046648293088038624 -0.0080016674809124128 0.0036316394240893282 -0.0055889945808658935 0.010673916745122849 -0.0051373659305124107
leaf_weight=0.0011625575738525131 0.0010039264667128225 0.0011626209683140128 0.0010964671904177417 0.0013488512366952414 0.001344298287211769 0.0017004936521795237 0.0017260743214309593 0.0010022478056947014 0.0016982929917702856
leaf_count=131 173 310 256 174 1082 251 271 88 385
internal_value=0 0.000296554 0.00077622 3.13362e-05 -0.000676029 -0.00164024 -0.000244533 0.00185155 -0.000750024
internal_weight=0 0.0122419 0.0110793 0.00991673 0.00882026 0.00747141 0.00612711 0.00440103 0.00339879
internal_count=3121 2948 2817 2507 2251 2077 995 724 636
is_linear=0
shrinkage=0.0255028


Tree=3025
num_leaves=9
num_cat=0
split_feature=131 13 13 13 16 43 48 1
split_gain=3.29909e-05 5.06153e-05 5.76779e-05 9.53227e-05 8.47189e-05 0.000177633 7.01361e-05 3.46239e-05
threshold=0.088610000000000008 -0.15078499999999997 -0.084869999999999987 -0.010384999999999998 0.23311500000000004 -0.096754999999999994 0.085700000000000012 0.092695000000000013
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 5 -5 7 -7
right_child=-2 2 3 4 -6 6 -8 -9
leaf_value=0.004160234955197256 -0.0040460261009049375 -0.0052971692056367481 0.0061106384520362962 -0.011721331301013726 0.0052035157356254578 0.0045589069639405764 -0.0043207558353920992 -0.00076500159531280021
leaf_weight=0.0019034932980766155 0.0012258021967552464 0.0013417424995447588 0.0015528622036463449 0.0010360130003357207 0.0012388844792942649 0.0017341098873070657 0.001675432393412668 0.0014662807979092278
leaf_count=191 443 588 826 216 221 308 161 167
internal_value=0 0.000347183 -0.000375354 0.000383392 -0.000860346 -0.00213109 -9.33577e-05 0.00211972
internal_weight=0 0.0119488 0.0100453 0.00870358 0.00715072 0.00591184 0.00487582 0.00320039
internal_count=3121 2678 2487 1899 1073 852 636 475
is_linear=0
shrinkage=0.0255028


Tree=3026
num_leaves=13
num_cat=0
split_feature=403 403 42 43 4 43 1 47 48 0 12 0
split_gain=0.000134901 0.000236586 0.000131921 0.000245025 0.000221341 0.000213114 0.000166819 0.000198293 0.000188662 0.000160817 0.000146308 5.193e-05
threshold=0.10301500000000001 0.08332500000000001 -0.11466499999999999 -0.17390999999999998 -0.033174999999999989 0.070450000000000013 0.079415000000000013 0.087235000000000021 0.086035000000000014 -0.17169499999999996 0.084100000000000022 -0.10224499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 5 10 -6 8 9 -8 -5 -9
right_child=-2 -3 3 4 6 -7 7 11 -10 -11 -12 -13
leaf_value=-0.00061713976511162862 -0.00064165672072121914 0.00079393833531937361 0.00064463836425903353 -0.00033585556882606294 -0.00044840273544700596 0.00016889259954873655 0.00119119476244446 -0.00039181493474466339 -7.0893458623383777e-05 0.00036291149086528581 -0.0011190530379078928 8.9754870266071034e-05
leaf_weight=0.0011120715271966631 0.0010038745781024835 0.0011059815573603643 0.0016166937591521853 0.0017719882192786774 0.0014921303380852442 0.0013932039670174617 0.00110381128218906 0.0015583970834605054 0.0016498346477061832 0.0019948613437669087 0.0012215355524312708 0.0012027188302607301
leaf_count=144 202 112 119 246 634 108 81 85 133 340 797 120
internal_value=0 1.49384e-05 -3.85173e-05 4.36587e-06 -7.29487e-05 -0.00039364 8.33306e-05 0.000188984 0.000404727 0.000657963 -0.000655447 -0.000182047
internal_weight=0 0.0172232 0.0161172 0.0150052 0.0133885 0.00438673 0.00900175 0.00750962 0.00474851 0.00309867 0.00299352 0.00276112
internal_count=3121 2919 2807 2663 2544 1151 1393 759 554 421 1043 205
is_linear=0
shrinkage=0.00174112


Tree=3027
num_leaves=14
num_cat=0
split_feature=403 403 13 0 133 48 1 52 12 12 160 1 16
split_gain=0.000138656 0.000193501 0.000129356 0.00025894 0.000176727 0.000154195 0.000241483 0.000220168 0.000175055 0.000190602 0.000158888 0.000103026 6.68218e-05
threshold=0.10301500000000001 0.08332500000000001 0.10820000000000002 -0.019414999999999998 -0.0061299999999999992 0.12879500000000002 0.10752500000000002 0.11434500000000002 0.084100000000000022 0.09141500000000001 0.086075000000000013 0.087135000000000004 -0.034884999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -4 -1 6 7 8 10 -10 11 -6 -8
right_child=-2 -3 3 -5 5 -7 12 -9 9 -11 -12 -13 -14
leaf_value=-0.00082404254805660735 -0.00067753922234025624 0.00076067379465810734 -0.00016187158862487034 0.00097950833210888686 0.00088081233603594649 -0.00069752929832269783 0.00070167529197467829 -0.00082893509215000729 -0.00098916640139952352 -1.0040387400713739e-05 -0.00038450437999904626 0.00017963631044391753 0.0001595364229691717
leaf_weight=0.0010404282164323689 0.0010010470489051999 0.0010732375001561182 0.0015121220638315072 0.0011469321237656252 0.0011173831487411951 0.0010862126205922343 0.0016434091401140829 0.0012984674619975576 0.0010082689948996948 0.0018483576875310283 0.001010804615886457 0.0017878172196114095 0.0013662325832296401
leaf_count=578 202 112 142 52 184 70 228 309 481 373 90 146 154
internal_value=0 1.62682e-05 -3.40849e-05 0.000330441 -0.000107475 -4.61996e-05 1.76484e-05 -0.000145649 -1.46473e-05 -0.000355631 0.000234091 0.000449319 0.00045557
internal_weight=0 0.0169397 0.0158664 0.00265905 0.0132074 0.012167 0.0110807 0.0080711 0.00677263 0.00285663 0.003916 0.0029052 0.00300964
internal_count=3121 2919 2807 194 2613 2035 1965 1583 1274 854 420 330 382
is_linear=0
shrinkage=0.00181146


Tree=3028
num_leaves=11
num_cat=0
split_feature=133 13 43 42 1 457 52 4 0 15
split_gain=3.48365e-05 7.2415e-05 5.09588e-05 0.000148082 8.31062e-05 5.83779e-05 6.84194e-05 7.41276e-05 0.00011806 6.77904e-05
threshold=0.10622000000000002 -0.23438999999999996 0.097930000000000017 0.097315000000000026 0.11634000000000001 0.088350000000000026 -0.087284999999999988 -1.0000000180025095e-35 -0.083914999999999976 -0.10653
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 6 -3 8 -8 -9
right_child=-2 2 -4 -5 -6 -7 7 9 -10 -11
leaf_value=0.0069147334759936457 -0.0053195394160355965 -0.007613036645337256 -0.006612663616451203 0.010597803379785324 -0.0074847673957046989 0.0063197969069505762 0.010479864450992828 0.0011989781149474019 -0.0015723252414384459 -0.0086672890262383621
leaf_weight=0.0012918998989788237 0.0010046823755619086 0.0010724276238306511 0.0010323596928098191 0.001055780898103968 0.0014267105984400929 0.001144430870172612 0.0012440397756016445 0.0013206570838943804 0.0015877126975491391 0.0010916520236951438
leaf_count=157 435 471 233 180 178 121 510 114 501 221
internal_value=0 0.000354406 -0.000417775 0.0002254 -0.00100676 0.000231993 -0.000871004 0.000507763 0.00372242 -0.00326584
internal_weight=0 0.0122677 0.0109758 0.00994341 0.00888763 0.00746092 0.00631649 0.00524406 0.00283175 0.00241231
internal_count=3121 2686 2529 2296 2116 1938 1817 1346 1011 335
is_linear=0
shrinkage=0.0292947


Tree=3029
num_leaves=13
num_cat=0
split_feature=403 475 42 43 16 12 0 4 2 151 48 15
split_gain=0.000147026 0.000100607 0.00012786 0.000214095 0.000187582 0.000172999 0.000169707 0.000119424 0.000111648 0.000215637 0.000111751 6.05021e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.11466499999999999 -0.14968999999999996 0.15891500000000003 0.092355000000000007 -0.076899999999999982 -0.072334999999999997 0.088475000000000012 -0.0083949999999999979 0.098160000000000011 -0.094549999999999981
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 -4 5 6 8 -6 11 -10 -11 -5
right_child=1 2 3 4 7 -7 -8 -9 9 10 -12 -13
leaf_value=-0.00069786087098751108 -0.00045758626358917621 -0.00057108289216756107 0.00072311244664942777 7.4962914417707507e-05 -0.00087994471876876913 -0.00043718538552055264 0.00085449477362630085 5.8309446898967616e-06 -0.00025064724191273485 0.00090212914461247607 0.00011991291277842549 -0.00051392097596972166
leaf_weight=0.0010487569013314024 0.0013741167540295305 0.001012229536654345 0.0018307689636593008 0.0013902107524371272 0.0011672636756787647 0.0015429788989468557 0.0013761277459797966 0.0010070794860153652 0.0015626757932633364 0.0018115042913779203 0.0010106471864887298 0.0011180529796661269
leaf_count=756 472 121 125 134 75 326 194 173 139 224 49 333
internal_value=0 3.02661e-05 7.54709e-05 0.000122836 3.11528e-05 0.000142136 0.000250234 -0.000469685 0.0001296 0.000311009 0.000622008 -0.000187531
internal_weight=0 0.0162037 0.0148295 0.0138173 0.0119865 0.0098122 0.00826922 0.00217434 0.00689309 0.00438483 0.00282215 0.00250826
internal_count=3121 2365 1893 1772 1647 1399 1073 248 879 412 273 467
is_linear=0
shrinkage=0.00188464


Tree=3030
num_leaves=13
num_cat=0
split_feature=403 403 133 0 12 42 52 4 52 2 4 47
split_gain=0.000106471 8.94315e-05 0.000128674 0.000107233 0.000165203 0.000100928 0.000112692 0.000264501 0.000177181 8.89739e-05 0.000131587 0.000153772
threshold=-1.0000000180025095e-35 0.096440000000000012 0.10275500000000001 -0.019414999999999998 0.051320000000000005 -0.0060199999999999993 0.0031350000000000002 -0.034939999999999992 0.15116000000000002 0.11215000000000001 0.0052350000000000009 0.090280000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 5 -5 -2 7 -7 -8 10 -9 -12
right_child=1 -3 -4 4 -6 6 8 9 -10 -11 11 -13
leaf_value=-0.0006026710690434109 -0.0005505047562709964 -0.0004873079614544726 0.0006540043219464823 0.00094265597652183619 -3.9156982960648521e-05 -0.00099696608547795735 0.00082607483320866189 -0.00031408171796304293 -0.00021783814639265078 -0.00033315414285268379 0.00086279031918601431 2.6436672782523636e-06
leaf_weight=0.0010198140892744194 0.0013573352935929836 0.0011195282509075958 0.0012096557507207733 0.0010290216491258058 0.0014903292085003683 0.001040221941021633 0.0012884086125185823 0.0013403848093277632 0.0010466035010217364 0.0016977481309047747 0.0013637652097654618 0.0016094627720125709
leaf_count=756 320 233 152 155 137 171 175 406 238 193 124 61
internal_value=0 2.5882e-05 6.55789e-05 1.19125e-05 0.000361862 -7.01473e-05 -6.85884e-07 -0.000119515 0.00035817 3.23215e-05 0.000176165 0.000397177
internal_weight=0 0.0155925 0.0144729 0.0132633 0.00251935 0.0107439 0.00938659 0.00705158 0.00233501 0.00601136 0.00431361 0.00297323
internal_count=3121 2365 2132 1980 292 1688 1368 955 413 784 591 185
is_linear=0
shrinkage=0.00188464


Tree=3031
num_leaves=10
num_cat=0
split_feature=1 52 159 0 0 4 48 13 43
split_gain=3.34673e-05 7.94071e-05 8.94961e-05 7.13519e-05 0.000148635 0.000107625 7.74022e-05 5.78806e-05 5.41124e-05
threshold=0.10752500000000002 0.11434500000000002 0.082585000000000006 -0.077999999999999986 -0.10011499999999998 -0.46376499999999993 0.085130000000000025 -0.073839999999999975 -0.074359999999999996
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 6 -5 -1 -2 -9
right_child=7 -3 -4 5 -6 -7 -8 8 -10
leaf_value=0.005808602738834893 0.0067880900326175737 -0.0072514703299384718 -0.0073435777469502122 -0.002063747424558459 -0.0084424681919308651 0.0091563399498666952 -0.0030793370582226473 0.0043691161921406031 -0.0027766698987489228
leaf_weight=0.0017703829654531792 0.0012047608574165501 0.001231356470690669 0.001013923849621531 0.0010046572185644642 0.0013030325651472371 0.0015011940827725397 0.0011301603513238778 0.0012072396873940849 0.0019529728887913598
leaf_count=174 268 390 312 120 1022 420 93 136 186
internal_value=0 -0.000993935 3.7227e-06 0.00111404 -0.000998556 0.00465793 0.00234553 0.00183961 -4.68926e-05
internal_weight=0 0.00895471 0.00772335 0.00670943 0.00420358 0.00250585 0.00290054 0.00436497 0.00316021
internal_count=3121 2531 2141 1829 1289 540 267 590 322
is_linear=0
shrinkage=0.0265331


Tree=3032
num_leaves=10
num_cat=0
split_feature=42 47 42 51 43 151 2 2 2
split_gain=3.29244e-05 5.96963e-05 6.81675e-05 0.000105802 7.37886e-05 0.000127539 0.00011443 0.00010507 9.49927e-05
threshold=0.10256000000000001 0.11069000000000002 -1.0000000180025095e-35 -0.076794999999999988 -0.084004999999999982 -0.024429999999999997 0.099515000000000006 0.080205000000000012 0.11411
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 -5 -6 7 -7 -8
right_child=-2 -3 3 4 5 6 8 -9 -10
leaf_value=-0.0054717503448966408 -0.0045806381786267754 0.0059781147036925449 -0.0073994855231080559 0.0076065319826673534 0.0086508507568505023 -8.1174415195961331e-05 0.0076873356655403988 -0.011071476072124159 -0.0035080616130249843
leaf_weight=0.0017149023477472719 0.0011662444774111535 0.0013396489927769541 0.0011318021269359031 0.0014248854272938477 0.0012393777426029391 0.001444108733927362 0.0014381343506994217 0.0013200980797046565 0.0010321260685871231
leaf_count=832 346 148 367 293 190 253 126 447 119
internal_value=0 0.000373387 -0.000325363 0.000651939 0.00180562 0.000528847 -0.00139422 -0.0053298 0.00300967
internal_weight=0 0.0120851 0.0107454 0.00903053 0.00789873 0.00647384 0.00523447 0.00276421 0.00247026
internal_count=3121 2775 2627 1795 1428 1135 945 700 245
is_linear=0
shrinkage=0.0281572


Tree=3033
num_leaves=16
num_cat=0
split_feature=403 403 48 4 151 0 1 16 16 2 2 1 0 2 14
split_gain=0.000138524 0.000317582 0.00012484 0.000213863 0.0001407 0.000151891 0.000169663 0.000333394 0.000148587 0.000239937 0.000192095 0.000232697 0.000214796 0.000158714 0.000111943
threshold=0.10301500000000001 0.08332500000000001 0.12879500000000002 0.27834500000000006 0.06617000000000002 0.15398500000000004 0.13146500000000003 0.22339500000000004 -0.014034999999999997 0.092755000000000018 0.089885000000000007 0.089875000000000024 -0.10224499999999999 0.088850000000000012 -0.10708499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 7 8 9 10 11 -1 -13 -10 -5
right_child=-2 -3 -4 14 -6 -7 -8 -9 13 -11 -12 12 -14 -15 -16
leaf_value=-0.0010712917491835713 -0.0006962287839194064 0.00096095918784896961 -0.00063857463764473859 0.00010900143214733375 0.00055345234494296824 0.00048148424267795966 0.0005045407660728802 -0.0012696424409536567 -0.00026087235950977432 -0.00090994969448349129 0.00055056284886647233 -0.0005242816625570043 0.00062386078218609211 0.00075006759711905807 0.00097024490698794199
leaf_weight=0.0010301765744171326 0.0010168886349266005 0.0011858904737956947 0.001183739048365994 0.0010510509708126954 0.0010916431595749546 0.0012026992825545655 0.0010240285233542598 0.0011187942182638378 0.0011008486382285175 0.0017759163284810009 0.0012091167250229858 0.0012569027678388522 0.0010726770783751598 0.0011055631124472238 0.0010940124498976149
leaf_count=635 202 112 86 93 104 39 40 353 348 357 106 35 193 214 204
internal_value=0 1.92845e-05 -4.9154e-05 -3.04944e-06 -9.40976e-05 -0.000153517 -0.000224932 -0.000302181 -0.000175604 -0.000322105 -9.36106e-05 -0.000325437 4.39139e-06 0.000245678 0.000548248
internal_weight=0 0.0175031 0.0163172 0.0151334 0.0129884 0.0118967 0.010694 0.00967 0.0085512 0.00634479 0.00456887 0.00335976 0.00232958 0.00220641 0.00214506
internal_count=3121 2919 2807 2721 2424 2320 2281 2241 1888 1326 969 863 228 562 297
is_linear=0
shrinkage=0.00188464


Tree=3034
num_leaves=15
num_cat=0
split_feature=48 12 403 15 12 12 52 1374 47 16 0 12 3 4
split_gain=0.000131246 0.000139195 0.000115442 0.000149781 0.000182562 0.000273454 0.000282537 0.000139499 0.000200551 0.000191527 0.000190414 0.000117827 0.000107299 5.08417e-05
threshold=-0.086869999999999989 0.11650500000000001 -1.0000000180025095e-35 0.088235000000000022 0.084100000000000022 0.10312500000000001 0.096795000000000006 -0.08070999999999999 0.077555000000000013 0.064860000000000015 -0.10224499999999999 0.089735000000000023 -0.10023499999999998 0.0052350000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 7 6 12 -4 9 13 -10 -5 -6 -9
right_child=1 -3 3 11 5 -7 -8 8 10 -11 -12 -13 -14 -15
leaf_value=-0.00065968634935531306 -0.0005236553487815473 -0.00058878638094922409 -0.00046684012277213295 0.00010707685115010382 -0.00055544934593664518 0.00051265861556690001 0.000219750314158642 0.00049570317858833694 -0.00066752219874543161 -0.00019597741900930662 0.00029756334600152115 0.00090676526589215001 -0.0014055742381441426 0.00094060686338153648
leaf_weight=0.001032267535093361 0.0010658688029512942 0.0011987744861728057 0.0010051753715831779 0.0012277891862547121 0.001023586572590048 0.0010563405769304611 0.0010099086767367468 0.001792739388496308 0.001224295413087273 0.0010208685128367898 0.0016234724930195444 0.0012897996674620799 0.0010040522747921138 0.0017164920944447053
leaf_count=77 736 145 38 143 138 123 151 244 74 118 103 227 557 247
internal_value=0 1.85653e-05 6.38991e-05 0.000105665 2.27122e-05 -0.000297114 -0.000578721 0.0001789 0.000266877 0.000508409 -0.00011734 0.00051677 -0.000976417 0.000713322
internal_weight=0 0.0172592 0.0160604 0.0149945 0.0124769 0.00409389 0.00303755 0.00838304 0.00737787 0.0045301 0.00284777 0.00251759 0.00202764 0.00350923
internal_count=3121 3044 2899 2163 1793 969 846 824 786 609 177 370 695 491
is_linear=0
shrinkage=0.00184769


Tree=3035
num_leaves=14
num_cat=0
split_feature=50 48 4 15 48 150 13 0 15 3 3 0 13
split_gain=0.000140387 0.000128151 0.000232252 0.000167853 0.000192064 0.000192157 0.000140686 0.000181045 0.000155399 0.000168562 0.000153559 0.000270994 0.000219905
threshold=0.10124500000000002 0.11951500000000001 0.40473500000000007 -0.11713499999999999 0.092475000000000016 0.086615000000000011 -0.016469999999999995 -0.10607499999999999 -0.016799999999999995 -0.08824499999999999 -0.074084999999999998 -0.083914999999999976 -0.43167499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 6 10 -8 -9 -10 11 -5 -12
right_child=-2 -3 -4 4 -6 -7 7 8 9 -11 12 -13 -14
leaf_value=-0.00074195761931276851 -0.00072022755163652491 -0.00064248302403131753 0.000881553586406256 0.00086423322326188842 0.00087730826573509748 -0.00068338688713751397 0.00086637480047403531 -0.00053796403965558799 -9.0700009652217552e-05 0.00080073618213610624 0.0001081635543190645 -0.00050379558542625535 -0.0011200245384140014
leaf_weight=0.0010689013479351509 0.0010112493224455959 0.0010133301416810339 0.0012667526990279574 0.0011286964054823719 0.0010335077620962094 0.0014103955928676569 0.0015290618008573509 0.0011457540535468784 0.0018618539183907932 0.0014511670498180028 0.0010670241602248609 0.0010985535158929477 0.0011806626418394747
leaf_count=195 375 75 253 393 122 214 112 152 348 256 25 377 224
internal_value=0 3.27266e-05 7.76155e-05 4.74614e-06 6.65864e-05 -3.98339e-06 8.76011e-05 0.000284159 8.44979e-05 0.000299766 -0.00017541 0.000189476 -0.000536978
internal_weight=0 0.0162557 0.0152423 0.0139756 0.0129067 0.0118732 0.0104628 0.00598784 0.00445878 0.00331302 0.00447494 0.00222725 0.00224769
internal_count=3121 2746 2671 2418 2223 2101 1887 868 756 604 1019 770 249
is_linear=0
shrinkage=0.00196078


Tree=3036
num_leaves=9
num_cat=0
split_feature=131 52 52 15 52 15 43 4
split_gain=3.4573e-05 4.84018e-05 7.39229e-05 6.77049e-05 9.73491e-05 8.08228e-05 6.4097e-05 0.00012287
threshold=0.088610000000000008 -0.24456499999999998 -0.081429999999999989 -0.11713499999999999 -0.0064899999999999992 -0.03241999999999999 -0.014584999999999999 -0.077834999999999988
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 -5 -6 -7 -8
right_child=-2 2 3 4 5 6 7 -9
leaf_value=-0.0059948156199854975 -0.0050133494626130445 0.0072570651808225905 -0.0053234531539483208 -0.0062123442506832839 0.0086244746684147975 -0.0044802253033151933 -0.0035934090358169289 0.0089467843574077173
leaf_weight=0.0010363729815967065 0.0012425367304716673 0.0015804167690746862 0.0018601435690646633 0.0013738025754586021 0.0017387176790372369 0.0015144239659625478 0.0013654246370771606 0.0016894240461963073
leaf_count=306 443 372 353 313 339 346 388 261
internal_value=0 0.000430831 0.00102957 -1.8835e-06 0.00128673 0.00291994 0.000749227 0.0033417
internal_weight=0 0.0121587 0.0111224 0.00954194 0.00768179 0.00630799 0.00456927 0.00305485
internal_count=3121 2678 2372 2000 1647 1334 995 649
is_linear=0
shrinkage=0.0310878


Tree=3037
num_leaves=10
num_cat=0
split_feature=15 15 131 49 12 4 12 2 150
split_gain=3.75181e-05 0.00010259 5.74915e-05 7.90294e-05 9.23718e-05 0.000138268 0.000119955 4.80776e-05 5.70992e-05
threshold=-0.24436499999999997 -0.11713499999999999 0.088495000000000004 0.0043850000000000009 0.088305000000000008 -0.077834999999999988 0.051320000000000005 0.083795000000000022 0.083095000000000016
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 6 -6 7 -3 -9
right_child=1 2 -4 -5 5 -7 -8 8 -10
leaf_value=0.004963644360232446 -0.0086429313187655465 0.0040024262867271046 -0.0058217414315956542 0.0081881235283046833 -0.0023892287998950913 0.0086140216819636517 -0.010924698656994782 -0.0062762400133765488 0.0016704906419652736
leaf_weight=0.0010830169147308987 0.0011160089033851331 0.0014415575867498445 0.0010929653192655675 0.0010762581109771902 0.0016726905414653354 0.0019739467151040843 0.0010213705737628174 0.0014330819784368343 0.0014343390875995038
leaf_count=253 231 108 372 452 356 459 585 162 143
internal_value=0 -0.000503627 0.000311316 0.000978088 0.000113671 0.0035669 -0.00224877 -0.000192293 -0.00230113
internal_weight=0 0.0122622 0.0111462 0.0100532 0.00897699 0.00364664 0.00533035 0.00430898 0.00286742
internal_count=3121 2868 2637 2265 1813 815 998 413 305
is_linear=0
shrinkage=0.0281572


Tree=3038
num_leaves=13
num_cat=0
split_feature=50 15 15 159 3 47 15 52 49 15 13 1
split_gain=0.000144223 0.00019255 0.000119918 0.000151956 0.000145003 0.000184439 0.000181437 0.000128704 0.000146899 0.000180232 0.000125218 9.15385e-05
threshold=0.10124500000000002 -0.24436499999999997 -0.11713499999999999 0.091005000000000016 -0.074084999999999998 0.096175000000000024 -0.022504999999999997 0.10160000000000001 -0.054984999999999992 -0.015744999999999999 -0.0034749999999999994 0.078340000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 6 7 -4 8 -6 -10 11 -8
right_child=-2 2 3 -5 5 -7 10 -9 9 -11 -12 -13
leaf_value=0.00086466010044525319 -0.00072354661763969128 -0.00056827576920797447 0.00092681069901918978 -0.00068983131345820895 -0.00028725076794013137 -0.00083433927962872992 7.7165494253156263e-05 -0.00057817098362929588 -4.1302714311774754e-05 0.00085426668675427921 -0.00024581367114806854 0.00083836348042359659
leaf_weight=0.0010047669155321152 0.0010298652087542262 0.0014006674888721081 0.0014320860562627574 0.0010379298945391848 0.0018273660284950644 0.0010975237187600406 0.0013537007989892825 0.0010880331264319018 0.001752866573237798 0.0017036641323346377 0.0019608075480013185 0.0011017203290084425
leaf_count=220 375 214 382 241 159 54 577 125 169 127 300 178
internal_value=0 3.2426e-05 -2.06447e-05 3.2787e-05 8.91048e-05 -9.19349e-05 0.000320328 3.59395e-05 0.000162394 0.000400108 0.000123659 0.000418707
internal_weight=0 0.0167611 0.0157564 0.0143557 0.0133178 0.00746945 0.00584831 0.00637193 0.0052839 0.00345653 0.00441623 0.00245542
internal_count=3121 2746 2526 2312 2071 634 1437 580 455 296 1055 755
is_linear=0
shrinkage=0.00196078


Tree=3039
num_leaves=12
num_cat=0
split_feature=159 1 131 0 2 2 4 43 16 48 4
split_gain=3.5918e-05 5.62138e-05 7.49743e-05 8.06471e-05 0.000108756 0.000105681 0.000104923 4.92462e-05 0.000102537 4.80585e-05 2.46532e-05
threshold=-0.032739999999999991 0.13146500000000003 0.082070000000000018 -0.084269999999999984 0.089775000000000008 0.092875000000000013 0.053180000000000012 -0.096754999999999994 0.15891500000000003 0.091220000000000009 -0.081609999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 6 -6 -2 -5 10 -7 -9
right_child=1 -3 -4 7 5 9 -8 8 -10 -11 -12
leaf_value=-0.0046832776887172339 -0.011905293534044395 0.0059542331251550232 -0.0071076006740311073 -0.0013926497215630128 0.0082118566007817351 -0.0049397226358242809 -0.00051196224010464453 0.011491723264518319 -0.001597780327506706 0.0024969558072205611 0.005611391301108673
leaf_weight=0.0010837856140889111 0.0011136433509375556 0.001144843213796611 0.0010115580703227633 0.0011669326015638273 0.0010925369496025024 0.0013994411401446224 0.001163642550204444 0.0010032183581583816 0.001077157537021583 0.0010869235976056768 0.0010045189182433766
leaf_count=421 562 216 358 164 94 221 76 172 266 103 468
internal_value=0 0.000355915 -0.000220473 0.000468755 -0.00155068 0.00133362 -0.00608355 0.00325019 0.00500646 -0.00168875 0.00854965
internal_weight=0 0.0122644 0.0111196 0.010108 0.00585619 0.0035789 0.00227729 0.00425183 0.00308489 0.00248636 0.00200774
internal_count=3121 2700 2484 2126 1056 418 638 1070 906 324 640
is_linear=0
shrinkage=0.0265331


Tree=3040
num_leaves=15
num_cat=0
split_feature=403 403 0 403 1 2 42 12 160 1 15 151 2 3
split_gain=0.000168235 0.000255072 0.000178508 0.000207135 0.000126614 0.000232867 0.000277213 0.000185893 0.000213731 0.00024456 0.000162299 0.000209438 0.000214736 0.000250367
threshold=0.10301500000000001 0.03138500000000001 0.15398500000000004 -1.0000000180025095e-35 0.104035 0.10402500000000002 0.088200000000000014 0.084100000000000022 0.086075000000000013 0.086560000000000012 -0.016799999999999995 -0.072119999999999976 1.0000000180025095e-35 0.12178000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 6 7 8 9 -5 11 -6 -13 -14
right_child=-2 -3 -4 4 10 -7 -8 -9 -10 -11 -12 12 13 -15
leaf_value=-0.00085183489886132282 -0.00071361700636860177 0.0007563964211070185 0.00064051245388790771 0.00094827944224689753 -0.00076862886921580929 -0.00095661919760280459 0.00076343495375691059 -0.00080444469931957834 -0.0007050789550411765 -0.00021035321191288249 0.00057716808229397846 -0.00031667288957184462 0.0011963388655680813 -3.7061505403876393e-05
leaf_weight=0.0010895489955410767 0.0010686893404064394 0.0014431357777100985 0.0011801130868166329 0.0010212212060882659 0.0010128064580786633 0.0011280667817700311 0.00109742537785186 0.0013901960169070402 0.0010528608628793262 0.0014417645139940816 0.0020026764311414369 0.0017505389080957863 0.0010087346675411567 0.001162289217131296
leaf_count=752 202 174 47 167 105 244 289 472 80 90 142 145 123 89
internal_value=0 2.63892e-05 -3.80914e-05 -9.0923e-05 -3.19938e-05 -0.000201483 -5.95905e-05 -0.000243692 -2.19653e-05 0.000270048 0.000142247 -3.42715e-05 0.000155388 0.00053602
internal_weight=0 0.0177814 0.0163382 0.0151581 0.0140686 0.00713153 0.00600347 0.00490604 0.00351585 0.00246299 0.00693705 0.00493437 0.00392156 0.00217102
internal_count=3121 2919 2745 2698 1946 1342 1098 809 337 257 604 462 357 212
is_linear=0
shrinkage=0.00181146


Tree=3041
num_leaves=13
num_cat=0
split_feature=42 376 48 50 4 12 3 13 52 52 4 15
split_gain=9.5049e-05 0.000113826 0.000141899 0.000172186 0.000261957 0.000195281 0.00034379 0.000154021 0.000199762 0.000137569 0.000128063 7.68418e-05
threshold=-0.11466499999999999 1.0000000180025095e-35 0.12737000000000001 0.089390000000000011 0.40473500000000007 -1.0000000180025095e-35 0.10542000000000001 -0.086589999999999986 -0.0064899999999999992 0.090245000000000006 -0.014149999999999998 0.085935000000000025
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 -2 7 -7 10 11 -9 -10
right_child=1 -3 -4 -5 -6 6 -8 8 9 -11 -12 -13
leaf_value=-0.00054356526271682895 -0.00074626549972549522 0.00060379501674925104 -0.0006836933320032003 -0.00061378025625613347 0.00091381267414572694 -0.00056785795655800496 0.00087522768345609002 -0.00081866266692306533 0.00032487295740158285 -0.00011994854392262397 -1.5011763126546447e-05 0.0009643229858464238
leaf_weight=0.0010801906945296222 0.0010615438292072019 0.0010737924953793864 0.0010216724206766207 0.0012904925596311 0.001206218661039018 0.0016384834949730092 0.00159541872249891 0.0010902878677986737 0.0017727997029904482 0.0016293513810548693 0.0017855297243743401 0.0010054283897347567
leaf_count=171 131 161 77 466 216 334 98 316 308 357 315 171
internal_value=0 2.25358e-05 -1.88064e-05 2.94544e-05 9.43809e-05 9.01708e-06 8.52501e-05 -5.60144e-05 5.91307e-05 0.000306303 -0.000319694 0.000556287
internal_weight=0 0.016171 0.0150972 0.0140756 0.0127851 0.0115788 0.0105173 0.00892188 0.0072834 0.00440758 0.00287582 0.00277823
internal_count=3121 2950 2789 2712 2246 2030 1899 1801 1467 836 631 479
is_linear=0
shrinkage=0.00184769


Tree=3042
num_leaves=10
num_cat=0
split_feature=0 1 15 159 50 12 52 1 2
split_gain=3.59907e-05 6.46012e-05 0.000156608 5.84955e-05 5.80884e-05 7.4361e-05 0.000105207 0.000115379 0.000172775
threshold=0.15398500000000004 0.077565000000000009 0.035560000000000008 0.076905000000000015 0.088425000000000017 0.10097500000000002 1.0000000180025095e-35 0.11061500000000002 0.090545000000000014
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 6 7 8 -3
right_child=-2 3 -4 -5 -6 -7 -8 -9 -10
leaf_value=-0.01278282817735173 0.0057792270173471338 -0.0060889545264030736 0.0021925357842435197 0.0083345914921895883 -0.0071816736054329143 0.0091570305076678141 0.0094285927354560498 -0.010420584821850137 0.010440101862375014
leaf_weight=0.0015255432360892101 0.0011348485053953644 0.0017048881483129191 0.0017856856973462337 0.0010953255473999364 0.0011718016079552904 0.0011237200075142895 0.0010229130859866417 0.0015337945142139958 0.0013232741029738648
leaf_count=816 60 207 776 296 337 103 145 186 195
internal_value=0 -0.000609291 -0.00470689 0.000902352 -0.000130683 0.00110093 -0.000520026 -0.00275077 0.00113406
internal_weight=0 0.0122869 0.00331123 0.00897572 0.00788039 0.00670859 0.00558487 0.00456196 0.00302816
internal_count=3121 3061 1592 1469 1173 836 733 588 402
is_linear=0
shrinkage=0.0343234


Tree=3043
num_leaves=10
num_cat=0
split_feature=15 15 156 151 12 15 403 43 15
split_gain=3.15357e-05 8.55619e-05 5.34134e-05 0.000121644 5.83673e-05 0.000184079 9.43332e-05 0.000119872 8.13961e-05
threshold=-0.24436499999999997 -0.11713499999999999 0.08426500000000002 -0.077429999999999985 0.088305000000000008 0.024640000000000006 0.03138500000000001 -0.074359999999999996 -0.037864999999999989
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 5 8 7 -6 -5
right_child=1 2 -4 4 6 -7 -8 -9 -10
leaf_value=0.0052308315446339265 -0.0091222157293654633 0.011007621778161055 -0.0065241311045433044 -0.0039425887692503669 0.0064872228946043636 -0.014647847925274241 0.010525507529957475 -0.0066592207429732649 0.0054732693539675456
leaf_weight=0.0010830682297054304 0.0011025595957140375 0.0011392779250078222 0.0010768990764713883 0.0019583664412184654 0.0013774124478811215 0.0010426736635964278 0.0011436083598665263 0.0015332260114183287 0.0018847507325764437
leaf_count=253 231 297 382 252 337 494 159 562 154
internal_value=0 -0.00052685 0.000322623 0.00105415 -0.000214279 -0.00259491 0.00265464 -0.000437879 0.000675159
internal_weight=0 0.0122588 0.0111562 0.0100793 0.00894004 0.00488579 0.00405425 0.00291064 0.00384312
internal_count=3121 2868 2637 2255 1958 900 1058 899 406
is_linear=0
shrinkage=0.0323437


Tree=3044
num_leaves=13
num_cat=0
split_feature=158 159 50 160 52 52 2 133 133 4 1 4
split_gain=0.000102102 0.000128104 0.000128553 9.48703e-05 9.80983e-05 0.000125836 0.000137053 0.000195444 0.000158882 0.000342305 9.67582e-05 5.7928e-05
threshold=0.07968500000000002 0.076905000000000015 0.088425000000000017 0.088405000000000011 -0.0064899999999999992 0.11434500000000002 0.116525 -1.0000000180025095e-35 0.090310000000000015 -1.0000000180025095e-35 0.09253500000000002 0.24564500000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 10 6 7 -6 9 -9 -1 -11
right_child=-2 -3 -4 -5 5 -7 -8 8 -10 11 -12 -13
leaf_value=-0.00081371871044985666 -0.00058677375677114549 0.00054486551641135471 -0.00054416428570632262 0.00043644375493923364 -0.00042126111859469275 -0.00047858396972737352 -0.00044353126670105885 0.0013825134046979756 -0.00010200753326707094 -0.00013395367473538396 -6.4353046134326176e-05 0.00047678515521110929
leaf_weight=0.0010076760117455385 0.0010441801569522754 0.0015048655400736839 0.0015586732233342582 0.0017527201869767051 0.0011827654802308218 0.0013028010706880692 0.0011395012108312121 0.0013700519639879482 0.001423418067617861 0.0010611863899343166 0.0015586641223750419 0.0011487456858348586
leaf_count=331 376 269 519 137 455 224 134 111 198 62 212 93
internal_value=0 2.14716e-05 -3.2825e-05 2.8732e-05 -3.51016e-05 6.11132e-05 0.000157093 0.000267729 0.000430601 0.000642369 -0.000358592 0.000183515
internal_weight=0 0.0160111 0.0145062 0.0129475 0.0111948 0.00862847 0.00732567 0.00618617 0.0050034 0.00357998 0.00256634 0.00220993
internal_count=3121 2745 2476 1957 1820 1277 1053 919 464 266 543 155
is_linear=0
shrinkage=0.00188464


Tree=3045
num_leaves=13
num_cat=0
split_feature=42 43 4 131 133 150 474 160 3 2 47 1
split_gain=0.000116351 0.000143579 0.000140958 0.000117115 0.000116629 0.000104111 8.80601e-05 0.00010857 0.000147195 8.6786e-05 6.0562e-05 0.00016342
threshold=-0.11466499999999999 -0.17390999999999998 -0.49013999999999996 0.088610000000000008 0.089755000000000015 0.095565000000000011 0.084660000000000027 -1.0000000180025095e-35 -0.077644999999999978 0.088475000000000012 0.09550500000000002 0.094220000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 5 6 7 -4 9 -9 11 -10
right_child=1 2 3 -5 -6 -7 -8 8 10 -11 -12 -13
leaf_value=-0.00063557719582139341 0.00054103390363925946 -0.00073743745629158846 -0.00059891840705664212 -0.00054270208241737191 0.00060502357521046433 0.00048093323950698511 0.00040803190693258057 -1.5831590714639399e-05 -0.00078281499409831837 0.00074908951451047284 9.7319491770033245e-05 0.00019326927878952939
leaf_weight=0.0010691469182089212 0.0017369958559788094 0.0010080118304350823 0.0015946950201512827 0.0012819777038826962 0.0013309746091078158 0.0014355929623720816 0.0011979650054044048 0.0011060180537719845 0.0016984992833901265 0.001086633005359279 0.001219387485003498 0.0010112335649371321
leaf_count=171 144 157 376 423 463 172 191 402 209 179 80 154
internal_value=0 1.98041e-05 -4.49998e-05 8.84476e-06 6.93765e-05 4.94234e-07 -7.68764e-05 -0.000152157 -3.5778e-05 0.000363248 -0.000258455 -0.000418554
internal_weight=0 0.015708 0.013971 0.012963 0.011681 0.01035 0.00891443 0.00771647 0.00612177 0.00219265 0.00392912 0.00270973
internal_count=3121 2950 2806 2649 2226 1763 1591 1400 1024 581 443 363
is_linear=0
shrinkage=0.00192234


Tree=3046
num_leaves=11
num_cat=0
split_feature=42 47 133 42 51 151 15 4 4 15
split_gain=3.38526e-05 4.88449e-05 6.99951e-05 0.000100203 6.92124e-05 7.47721e-05 8.65301e-05 0.000116814 0.000105898 1.13657e-05
threshold=0.10256000000000001 0.11069000000000002 0.10275500000000001 -1.0000000180025095e-35 -0.076794999999999988 -0.024429999999999997 -0.11345499999999999 -0.0029599999999999995 -0.27825499999999997 -0.074054999999999996
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -5 -6 -7 8 -8 -9
right_child=-2 -3 -4 4 5 6 7 9 -10 -11
leaf_value=-0.0088126086448722107 -0.0050040924548300494 0.0058998749957925936 0.0069252129287592753 -0.0068442959210181656 0.0072151648033338383 0.0075463706069454593 -0.0056030780438321827 -0.0053692463038828679 0.0069505073484146087 -0.0099223652119553793
leaf_weight=0.001346501882060481 0.001173429020939404 0.0013427075558386731 0.0011280648673468877 0.0011379936842755073 0.001534133690647867 0.0010493374563341736 0.0010171446970819204 0.0010308084362637675 0.0016158115104320722 0.0010066104364134191
leaf_count=694 346 148 253 357 302 193 100 123 503 102
internal_value=0 0.000415722 -0.000261927 -0.00109447 0.000143937 0.00124026 -0.000362319 -0.00213924 0.0021009 -0.00761877
internal_weight=0 0.0122091 0.0108664 0.00973834 0.00839184 0.00725385 0.00571971 0.00467038 0.00263296 0.00203742
internal_count=3121 2775 2627 2374 1680 1323 1021 828 603 225
is_linear=0
shrinkage=0.0304782


Tree=3047
num_leaves=10
num_cat=0
split_feature=159 1 131 16 160 12 0 48 52
split_gain=3.63737e-05 5.0401e-05 7.31388e-05 7.05849e-05 8.299e-05 6.27487e-05 0.000162584 0.00025017 5.56471e-05
threshold=-0.032739999999999991 0.13146500000000003 0.082070000000000018 -0.014034999999999997 -0.059339999999999997 0.090020000000000017 -0.10224499999999999 0.083985000000000018 0.095415000000000014
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 5 -5 6 7 -2 -6
right_child=1 -3 -4 4 8 -7 -8 -9 -10
leaf_value=-0.0057367257046493916 -0.017175866515936947 0.0069149054041816593 -0.0085233853860841834 0.010891383144386023 -0.0027490452703951328 -0.0072078910711737597 0.0078473703548586748 0.0029223344512255339 0.0068541801910533004
leaf_weight=0.0010836707518477031 0.0010357549249199851 0.0011422431803760841 0.0010088903735204239 0.0012450338092740297 0.0017068002077970244 0.0015419562269410282 0.0018182228761735439 0.0017301185155587095 0.0010016893440933927
leaf_count=421 162 216 358 244 560 473 539 120 28
internal_value=0 0.00044586 -0.000220528 0.000610526 0.0039797 -0.00156381 0.000334693 -0.00460397 0.000802546
internal_weight=0 0.0122307 0.0110885 0.0100796 0.00395352 0.00612605 0.0045841 0.00276587 0.00270849
internal_count=3121 2700 2484 2126 832 1294 821 282 588
is_linear=0
shrinkage=0.0323437


Tree=3048
num_leaves=11
num_cat=0
split_feature=14 2 15 40 3 2 12 403 42 4
split_gain=3.20889e-05 5.85023e-05 0.000115451 8.62018e-05 0.000109239 0.000169888 8.69773e-05 0.000169731 0.000217934 4.16227e-05
threshold=-0.10708499999999999 0.10912000000000001 -0.074054999999999996 -1.0000000180025095e-35 0.10542000000000001 0.092875000000000013 0.084100000000000022 0.03138500000000001 0.088200000000000014 0.0061450000000000003
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 -2 5 6 9 8 -8 -5
right_child=1 2 -4 4 -6 -7 7 -9 -10 -11
leaf_value=-0.0053906798288625435 -0.0094115599493473819 0.012684467094614042 -0.00029164796097508577 0.0020985474711426037 0.0095767178768095887 -0.011178150711809436 -0.016312189071050073 0.0087616076800895813 0.0018199066841663402 0.010551038107355222
leaf_weight=0.0010051062589145317 0.0010058310189622445 0.0010167508909932326 0.0019027675019701621 0.0012560772834560785 0.0010539266853858888 0.0013292669329963468 0.0011371311825421895 0.0010395621513939156 0.0014672362588495148 0.0010204729094736003
leaf_count=140 200 227 307 272 81 438 761 210 421 64
internal_value=0 0.000387793 0.00422741 -0.000816335 0.000224812 -0.00113471 0.00112024 -0.00185806 -0.00609701 0.00588741
internal_weight=0 0.012229 0.00291952 0.0093095 0.00830367 0.00724975 0.00592048 0.00364393 0.00260437 0.00227655
internal_count=3121 2981 534 2447 2247 2166 1728 1392 1182 336
is_linear=0
shrinkage=0.0310878


Tree=3049
num_leaves=10
num_cat=0
split_feature=52 52 50 3 2 15 12 15 16
split_gain=3.34154e-05 6.8162e-05 4.53812e-05 7.11524e-05 0.000120739 8.28676e-05 0.000236513 0.000100465 5.69192e-05
threshold=-0.24456499999999998 -0.081429999999999989 0.088425000000000017 -0.10519499999999998 0.11389000000000002 0.088235000000000022 0.084100000000000022 -0.079249999999999987 -0.23935499999999996
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 8 5 6 7 -5 -3
right_child=1 2 -4 4 -6 -7 -8 -9 -10
leaf_value=-0.0050241408737443441 0.0067545267806601488 0.01116397680773697 -0.0067059810432728139 -0.001413394344447511 -0.010308737116789082 0.0078572689087240948 -0.01361028614480558 0.010893915774342251 0.0003021256093472281
leaf_weight=0.0013220830156491564 0.0016369539180746901 0.0010252179140514826 0.0011385131867584245 0.0018046194876004118 0.0013194246266273676 0.0013639406488666411 0.0012404722582414771 0.0012031891569889526 0.0010763791667783317
leaf_count=364 407 104 486 200 262 384 633 173 108
internal_value=0 0.00050654 -0.000498957 0.000283351 -0.00132885 0.000782305 -0.00148916 0.0035098 0.00560084
internal_weight=0 0.0118087 0.0101718 0.00903324 0.00693165 0.00561222 0.00424828 0.00300781 0.0021016
internal_count=3121 2757 2350 1864 1652 1390 1006 373 212
is_linear=0
shrinkage=0.0329906


Tree=3050
num_leaves=11
num_cat=0
split_feature=0 16 43 13 1 13 15 12 16 4
split_gain=3.56926e-05 6.80938e-05 4.71494e-05 4.94891e-05 0.000121882 8.01202e-05 5.85837e-05 9.39742e-05 9.30051e-05 0.000185596
threshold=0.15398500000000004 0.26676500000000009 0.097930000000000017 -0.010384999999999998 0.10752500000000002 -0.084319999999999992 -0.11713499999999999 0.089735000000000023 -0.094359999999999986 0.0061450000000000003
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 -1 -5 8 -8 -10
right_child=-2 -3 -4 6 -6 -7 7 -9 9 -11
leaf_value=-0.0044277418470038609 0.004970690408083153 -0.0067537129088594688 -0.0055869483459323552 -0.0065578634226510684 0.011853065747250612 0.0058168831787264496 -0.0086142808143159812 0.0081850953494176752 -0.0061253990172771633 0.010148452671767821
leaf_weight=0.0014574843544562369 0.0011154243839924709 0.0013313855576571965 0.0010598984688610031 0.0011906318278250691 0.0010803332198092478 0.0011900558149933944 0.001112699626429018 0.0011043198919215118 0.0012628608402997198 0.0011482098269062213
leaf_count=595 60 362 260 156 255 699 96 264 341 33
internal_value=0 -0.000508985 0.000274888 0.000925691 0.00356083 0.000177165 -0.000762559 0.000728353 -0.00160853 0.0016246
internal_weight=0 0.0119379 0.0106065 0.0095466 0.00372787 0.00264754 0.00581872 0.00462809 0.00352377 0.00241107
internal_count=3121 3061 2699 2439 1549 1294 890 734 470 374
is_linear=0
shrinkage=0.0292947


Tree=3051
num_leaves=9
num_cat=0
split_feature=4 1 12 52 47 1 43 0
split_gain=3.60977e-05 7.60071e-05 5.51859e-05 6.87876e-05 7.60279e-05 7.80117e-05 0.000105782 8.50213e-05
threshold=0.24564500000000003 0.111945 0.10124000000000001 -0.12005499999999998 0.087235000000000021 0.10089500000000001 -0.083134999999999987 -0.10011499999999998
decision_type=2 2 2 2 2 2 2 2
left_child=2 -2 3 -1 5 6 -5 -8
right_child=1 -3 -4 4 -6 -7 7 -9
leaf_value=-0.0072704716278801521 -0.0022239909030155867 0.0090360079573011919 -0.0074067291589032282 0.0075394905023072108 -0.006245244980102 0.010940416653752073 0.0027048597446981794 -0.0072157726003114486
leaf_weight=0.0012320311491846774 0.0013000537942907823 0.0013098494930994728 0.0012525506929252856 0.0018192130463597798 0.0012802660176954375 0.0010175569697600875 0.0019213025302627161 0.0018412835953698326
leaf_count=419 150 276 343 373 186 155 184 1035
internal_value=0 0.00342714 -0.000913849 -2.12931e-05 0.00111216 0.00253949 0.00100801 -0.00214997
internal_weight=0 0.0026099 0.0103642 0.00911165 0.00787962 0.00659936 0.0055818 0.00376259
internal_count=3121 426 2695 2352 1933 1747 1592 1219
is_linear=0
shrinkage=0.0329906


Tree=3052
num_leaves=13
num_cat=0
split_feature=42 123 484 151 4 4 0 2 1 16 2 0
split_gain=0.000108569 0.000128406 0.000120266 0.000136103 0.000246536 0.000107581 0.000171071 0.000137584 0.000225254 0.000152166 0.000138656 0.000115735
threshold=-0.11466499999999999 1.0000000180025095e-35 -1.0000000180025095e-35 -0.090369999999999992 0.40473500000000007 -0.49405499999999997 0.041630000000000007 0.092875000000000013 0.104035 -0.088159999999999988 0.088475000000000012 -0.077999999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 5 -5 7 9 -9 10 -7 -11
right_child=1 -3 3 4 -6 6 -8 8 -10 11 -12 -13
leaf_value=-0.00061683651026113537 -0.00062657867592513415 0.00069136893048377199 -0.00062116317398365831 -0.0005370028641346837 0.00094891128511888519 0.00012593198132075293 0.00075523300708654263 -0.00097112992087174414 0.00015494734698027942 -0.00044478967246587212 0.0010001333211081904 0.00028602850926406291
leaf_weight=0.0010084297839807526 0.0010897285706220122 0.0010257143120979894 0.0010663010096242419 0.0011951427414975688 0.0011336099037647729 0.00172345561065418 0.0011963087958046731 0.0012667590261403131 0.001362488857652111 0.0019330096607133159 0.0010973621964163009 0.001367088358959241
leaf_count=171 479 254 138 117 172 282 76 414 103 633 78 204
internal_value=0 3.41663e-05 -1.25449e-05 3.7609e-05 9.4834e-05 7.93542e-06 7.34138e-05 -1.98034e-05 -0.000387591 0.00013818 0.000466016 -0.000142043
internal_weight=0 0.015457 0.0144313 0.0133415 0.0122752 0.0111416 0.00994647 0.00875016 0.00262925 0.00612092 0.00282082 0.0033001
internal_count=3121 2950 2696 2217 2079 1907 1790 1714 517 1197 360 837
is_linear=0
shrinkage=0.00192234


Tree=3053
num_leaves=10
num_cat=0
split_feature=48 4 1 0 3 0 15 4 1
split_gain=3.68177e-05 7.49785e-05 0.000104062 4.81796e-05 9.8754e-05 9.11003e-05 0.000153708 6.76142e-05 5.64599e-05
threshold=0.11951500000000001 0.24564500000000003 0.111945 0.041630000000000007 -0.08824499999999999 -0.082009999999999986 -0.0088349999999999974 -0.49405499999999997 0.091785000000000019
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 3 -3 4 -1 6 8 -5 -6
right_child=-2 2 -4 7 5 -7 -8 -9 -10
leaf_value=-0.010745539984000423 -0.0064183941206808473 -0.00069148468560622297 0.014385299179583522 -0.002365162013669769 -0.0092077666749363334 -0.0067257063042528483 0.0099648236316593978 0.01025545464904542 0.0014199434710840972
leaf_weight=0.0013412976977188072 0.0010218371289733999 0.0012187524896182615 0.0010398962244251317 0.0010502027997661978 0.0010929932891556512 0.0018813807398281148 0.0019050782585707457 0.0010311934295831049 0.0013942675242123448
leaf_count=516 114 143 253 126 492 765 481 92 139
internal_value=0 0.000505298 0.00624996 -0.000832844 -0.00212305 -0.000279594 0.00248148 0.00388751 -0.00325026
internal_weight=0 0.0119551 0.00225865 0.00969641 0.00761502 0.00627372 0.00439234 0.0020814 0.00248726
internal_count=3121 3007 396 2611 2393 1877 1112 218 631
is_linear=0
shrinkage=0.0350099


Tree=3054
num_leaves=13
num_cat=0
split_feature=12 48 2 159 13 1 51 0 1 1 13 3
split_gain=0.000107176 0.000118269 0.000152602 0.000162229 0.000157246 0.000135003 0.000117134 9.75618e-05 0.000105563 0.000117411 0.000103797 8.24257e-05
threshold=0.11650500000000001 0.12879500000000002 0.099515000000000006 0.082585000000000006 -0.08971999999999998 0.10557500000000002 0.087505000000000013 -0.019414999999999998 0.092695000000000013 0.11588000000000001 -0.077944999999999987 -0.083154999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 6 -4 -6 7 8 10 -10 -1 -12
right_child=-2 -3 4 -5 5 -7 -8 -9 9 -11 11 -13
leaf_value=-0.0002354972573239332 -0.0005802050717325345 -0.00059719419929924161 0.00084479853060009707 -0.00071906716327599135 -0.00027491150131467919 0.00048947515276707965 -0.00052830212060734228 0.0006309963034595962 -0.00074888571230967167 0.00012317034961561687 -9.3811627686617255e-06 0.00065535578756843727
leaf_weight=0.001330222948033687 0.0011131745235622393 0.0010144238571749712 0.0015194155263348816 0.0011892092598459374 0.0016233952864489398 0.0016597423471376594 0.0011791464484192148 0.0010933836953567078 0.0010969420934857366 0.0010965656485593805 0.0010670897305457491 0.0017477022922122261
leaf_count=614 147 79 171 303 376 198 231 90 196 72 404 240
internal_value=0 2.50641e-05 6.82909e-05 -6.65771e-05 0.000343507 0.000111513 2.35335e-05 0.000111088 2.14044e-05 -0.000312933 0.000198333 0.000403354
internal_weight=0 0.0156172 0.0146028 0.00980026 0.00480255 0.00328314 0.00861105 0.00743191 0.00633852 0.00219351 0.00414501 0.00281479
internal_count=3121 2974 2895 2150 745 574 1847 1616 1526 268 1258 644
is_linear=0
shrinkage=0.00188464


Tree=3055
num_leaves=11
num_cat=0
split_feature=11 13 1 39 15 16 15 4 52 160
split_gain=3.64664e-05 5.19365e-05 0.000160547 0.000100487 7.78408e-05 0.000123223 6.07317e-05 0.000279875 5.44297e-05 4.31313e-05
threshold=0.081005000000000008 -0.094514999999999988 0.08844500000000001 0.085220000000000004 0.088655000000000025 -0.18708499999999997 -0.0072999999999999992 -0.084369999999999987 -0.0027449999999999996 0.081905000000000019
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 -3 8 -8 9 -7
right_child=-2 3 -4 -5 -6 6 7 -9 -10 -11
leaf_value=-0.0022010414067602179 -0.0062413037575447389 -0.0095801402646832953 0.01532481899658928 0.009029841726558286 -0.0092769640646118597 -0.0093971899145610296 -0.0060416195557755261 0.018854535760756592 0.0048056176388595251 0.00038994354690511746
leaf_weight=0.001536106401426689 0.0010281065367790951 0.0013922444569398756 0.0010277870614081685 0.0011057567380939335 0.0014277817289936184 0.0010262996525344105 0.0010654413286000221 0.001062409184352854 0.0012001860613004385 0.0010980139503983636
leaf_count=171 182 156 176 277 601 491 336 249 318 164
internal_value=0 0.000495457 0.00482454 -0.000688075 -0.00198706 -0.000466381 0.0018608 0.00638872 -0.00103731 -0.00433842
internal_weight=0 0.011942 0.00256389 0.00937813 0.00827238 0.00684459 0.00545235 0.00212785 0.0033245 0.00212431
internal_count=3121 2939 347 2592 2315 1714 1558 585 973 655
is_linear=0
shrinkage=0.0343234


Tree=3056
num_leaves=14
num_cat=0
split_feature=484 15 15 133 52 16 0 0 3 3 0 49 15
split_gain=0.000107369 9.37293e-05 9.25822e-05 0.000115845 9.30586e-05 0.000161609 0.000136891 0.00021437 0.000202654 0.000150195 8.81533e-05 7.04561e-05 0.000127237
threshold=-0.0068949999999999992 -0.24436499999999997 -0.11713499999999999 0.10722500000000001 0.077655000000000016 0.19444000000000003 -0.10011499999999998 -0.019414999999999998 -0.073884999999999992 -0.045649999999999989 -0.082084999999999977 -0.069799999999999987 -0.095869999999999983
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 6 10 9 8 -8 -4 -6 -11 -13
right_child=1 2 3 -5 5 -7 7 -9 -10 11 -12 12 -14
leaf_value=-0.00059246380955141949 0.00059511719855119809 -0.00050383897931932913 0.00077881925386916087 -0.00056768721502132094 0.00044847496053810124 0.0010062782939984066 -0.00012035857286900461 0.00034078490555570937 -0.0012270196387002095 -0.0003997641325784784 -0.00031223006635152067 -0.00026673214414032781 0.00065651385143433499
leaf_weight=0.0010897182036695872 0.001019765891984205 0.00126819243742888 0.0012573513056592933 0.0010595251108932039 0.0011746966594670012 0.0010191628067559577 0.0013671259206497444 0.0013338511236498131 0.0011063116598154803 0.0010978626515136813 0.0010809740271883759 0.0011001601208917577 0.0011063320561791653
leaf_count=503 232 187 87 325 396 24 535 176 182 75 256 42 101
internal_value=0 3.24915e-05 -8.57388e-06 4.08691e-05 9.62444e-05 0.000370972 -1.12579e-05 -0.000280371 -0.000615343 0.000213349 8.3926e-05 -1.81937e-06 0.000196182
internal_weight=0 0.0149913 0.0139715 0.0127034 0.0116438 0.00327483 0.00836899 0.00380729 0.00247344 0.00456171 0.00225567 0.00330435 0.00220649
internal_count=3121 2618 2386 2199 1874 676 1198 893 717 305 652 218 143
is_linear=0
shrinkage=0.00192234


Tree=3057
num_leaves=15
num_cat=0
split_feature=1213 11 0 403 4 151 160 151 47 13 2 15 2 47
split_gain=0.000518815 0.000181975 0.000185338 0.000265968 0.000156051 0.000154328 0.000336569 0.000124756 0.000153873 0.000174468 0.000233352 0.000224956 0.000177521 2.68954e-05
threshold=-1.0000000180025095e-35 0.087830000000000005 0.18019500000000002 0.03138500000000001 0.27044500000000005 -0.086654999999999982 -0.082299999999999984 0.079100000000000018 0.09550500000000002 -0.084034999999999985 0.10276500000000001 0.035560000000000008 0.088850000000000012 0.12282000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 -2 -7 8 9 10 -8 12 -11 -10
right_child=1 -3 -4 -5 -6 6 7 -9 13 11 -12 -13 -14 -15
leaf_value=-0.0013631755728511757 0.00049256226746968636 -0.00070490423413363458 0.00089497080775742576 0.00080640022420569489 0.0005077298373169179 -0.0011262233025884842 0.00064552549402156637 0.00057506421964344647 0.00054448408569244308 -0.00083407457522512011 -0.00057780702684616847 -0.0012758254174290956 0.00013222854843062914 0.0001001033652915222
leaf_weight=0.0010128682361990838 0.0013802794932802056 0.0010994228100716921 0.0010237033163504961 0.001544643566897169 0.0017141581206775126 0.0012535897507800495 0.001358112611085511 0.0010027425861276968 0.0010007764078592274 0.00117055271914049 0.0010008392231830587 0.0010938453536398713 0.0017572386313844288 0.0010124943708074152
leaf_count=491 205 121 29 195 288 410 205 82 108 140 67 448 296 36
internal_value=0 5.20869e-05 0.000103105 5.00849e-05 -3.4911e-05 -0.000112229 -0.000190611 -6.57919e-05 -0.000142349 -0.000288551 0.000126499 -0.000532004 -0.000254107 0.000321
internal_weight=0 0.0174124 0.016313 0.0152893 0.0137446 0.0120305 0.0106502 0.0093966 0.00839386 0.00638059 0.00235895 0.00402164 0.00292779 0.00201327
internal_count=3121 2630 2509 2480 2285 1997 1792 1382 1300 1156 272 884 436 144
is_linear=0
shrinkage=0.00192234


Tree=3058
num_leaves=9
num_cat=0
split_feature=0 4 1 15 2 3 16 52
split_gain=3.68048e-05 8.8894e-05 5.80135e-05 9.64924e-05 6.06308e-05 0.000134428 9.71277e-05 4.51439e-05
threshold=1.0000000180025095e-35 -0.49405499999999997 0.077565000000000009 0.088235000000000022 1.0000000180025095e-35 0.013900000000000001 -0.056919999999999991 -0.0064899999999999992
decision_type=2 2 2 2 2 2 2 2
left_child=2 -2 3 -1 6 -6 -4 -7
right_child=1 -3 4 -5 5 7 -8 -9
leaf_value=-0.013501367080880114 -0.0035942676901038898 0.010034665051780077 0.0022269980615853865 0.00078523062825474916 0.012621757263997271 -0.0043897733238367227 -0.010045782467529452 0.0038269508062362808
leaf_weight=0.0011195008494805812 0.0011120775171895581 0.0013525087543556696 0.0018547772620693239 0.001306336403776906 0.0013472197182421821 0.0018902243679586039 0.0014772629712408013 0.0015534210347212529
leaf_count=1158 139 186 349 394 270 166 300 159
internal_value=0 0.00388498 -0.000961935 -0.0058079 0.000485271 0.00305821 -0.00321415 -0.000683227
internal_weight=0 0.00246459 0.0105487 0.00242584 0.00812291 0.00479087 0.00333204 0.00344365
internal_count=3121 325 2796 1552 1244 595 649 325
is_linear=0
shrinkage=0.0357101


Tree=3059
num_leaves=14
num_cat=0
split_feature=11 3 4 1 47 1 3 15 15 0 43 403 3
split_gain=0.000126958 0.00011781 0.000150144 9.88092e-05 0.00016158 0.000138061 9.97173e-05 0.000204809 9.04347e-05 0.000170493 8.53335e-05 0.000178527 0.000185765
threshold=0.087830000000000005 -0.10519499999999998 -0.040589999999999994 0.14000500000000002 0.096175000000000024 0.094385000000000011 0.12178000000000001 -0.049819999999999996 -0.0040799999999999994 -0.22491999999999998 -0.084004999999999982 0.092070000000000013 0.099930000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 8 7 -7 9 -3 -10 12 -12
right_child=-2 3 -4 -5 -6 6 -8 -9 10 -11 11 -13 -14
leaf_value=6.4934302857600284e-05 -0.00068886286805426187 0.0001066954693811981 0.00098750516515315554 0.00052578976910225598 -0.00065496941341784286 0.0011469320856766776 -0.00014272233111642496 -3.4697906295741969e-05 0.00044904391141644225 -0.00092167069396352139 -0.0010485688543421683 0.00051237253454004448 0.00011635415048811709
leaf_weight=0.0019880875437036094 0.0010021421302852376 0.0011146705602431695 0.0010293826529265753 0.0010528612221258797 0.0017305829395881664 0.0011255093254294644 0.0012106815247104885 0.0011303226645213017 0.0011926522659471586 0.0013961997707133082 0.0011011679277020572 0.0010050092108297437 0.0010081197944664666
leaf_count=173 121 45 122 116 251 219 84 183 149 778 734 120 26
internal_value=0 3.04519e-05 0.000379661 -5.01837e-05 -0.000100656 -7.37953e-06 0.000311227 0.000554856 -0.000169375 -0.00046514 3.05109e-06 -0.000167746 -0.000491802
internal_weight=0 0.0160852 0.00301747 0.0130678 0.0120149 0.0102843 0.00346651 0.00225583 0.00681782 0.00251087 0.00430695 0.0031143 0.00210929
internal_count=3121 3000 295 2705 2589 2338 486 402 1852 823 1029 880 760
is_linear=0
shrinkage=0.00196078


Tree=3060
num_leaves=15
num_cat=0
split_feature=484 15 403 3 160 0 1 12 15 4 2 3 2 43
split_gain=0.000132439 0.000142787 0.000123873 0.000150914 0.000152502 0.00013726 0.000161515 0.000153348 0.000207853 0.000216767 0.000128683 0.000162029 0.000127394 4.452e-05
threshold=-0.0068949999999999992 -0.24436499999999997 0.096440000000000012 -0.15447499999999995 -0.082869999999999985 -0.20211999999999997 0.13021500000000003 0.10711000000000002 0.091295000000000015 0.055260000000000011 0.088225000000000012 -0.012304999999999998 0.097845000000000015 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 -5 12 7 8 9 10 11 -7 -6 -12
right_child=1 2 -4 4 5 6 -8 -9 -10 -11 13 -13 -14 -15
leaf_value=-0.00062275545043976655 0.00065963773083592663 0.00069777355837089754 -0.00062514163673576737 -0.00064775800447565098 6.3957296055223276e-05 -0.00059740259393874435 0.00071704067761007868 -0.00065572967051201426 0.00090156389513928797 -0.00058457739489981627 0.00023139810018943293 0.00043070633258411882 -0.00088386155969341314 0.00074338595985703288
leaf_weight=0.001206772825990631 0.0011665545459274501 0.0010883711621967286 0.0011291638966466752 0.00129032207096618 0.0010003955435600219 0.0011869967595867336 0.0014100181452194613 0.001023940638204995 0.0010442431419970307 0.001686150657119953 0.001131789518623463 0.0010058481667748382 0.0010144292860623239 0.0012917562289011669
leaf_count=503 232 158 200 405 32 570 74 119 202 164 246 47 53 116
internal_value=0 2.40595e-05 -2.43895e-05 2.34682e-05 -3.26147e-05 3.4676e-05 0.000126949 2.75503e-05 0.000122781 -6.25271e-06 0.000204982 -0.000125814 -0.000413253 0.000504289
internal_weight=0 0.01647 0.0153034 0.0141743 0.0130859 0.0117956 0.00978074 0.00837073 0.00734678 0.00630254 0.00461639 0.00219284 0.00201482 0.00242355
internal_count=3121 2618 2386 2186 2028 1623 1538 1464 1345 1143 979 617 85 362
is_linear=0
shrinkage=0.00188464


Tree=3061
num_leaves=14
num_cat=0
split_feature=403 484 42 43 48 4 160 133 47 16 52 4 4
split_gain=0.000122006 0.000123435 0.000138167 0.000183551 0.000133739 0.000146017 0.000163421 0.000192312 0.000139722 0.000219226 0.000208099 0.000154276 0.000123524
threshold=0.096440000000000012 -0.0068949999999999992 -0.11466499999999999 -0.17390999999999998 0.11951500000000001 0.27044500000000005 -0.082299999999999984 -0.0061299999999999992 0.094160000000000008 0.15891500000000003 0.077655000000000016 -0.0016099999999999997 0.053180000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 5 6 -5 -8 9 10 11 -9 -13
right_child=-2 2 3 4 -6 -7 7 8 -10 -11 -12 12 -14
leaf_value=-0.00056232513992314449 -0.00059106205894106714 -0.00057480937490262968 0.00076631987309323378 -0.00059488018329188742 -0.00056892319784288773 0.00069788496720526094 -0.0005933416854412342 0.00058942946966292838 0.00087094660862215023 -0.00051248038573152945 0.0010262151595876357 -0.00067499034140232296 0.00024952344004000224
leaf_weight=0.0010932174637609425 0.0011379050766051274 0.0010182620587686391 0.0015012292764660625 0.0012307674683735862 0.0010691105352040051 0.0013993900657602995 0.0010963060944675987 0.0013981176579067993 0.0011038504598537696 0.0013977189292203041 0.0011700093303681491 0.001048035433266252 0.0010060747702053882
leaf_count=485 233 145 116 405 78 276 432 304 83 217 212 89 46
internal_value=0 4.82607e-05 9.44903e-05 0.000145272 6.7052e-05 0.000129717 4.5588e-05 0.000141483 0.000254568 0.000141545 0.000339316 0.000106516 -0.000222176
internal_weight=0 0.0155321 0.0144389 0.0134206 0.0119194 0.0108503 0.00945088 0.00822011 0.00712381 0.00601996 0.00462224 0.00345223 0.00205411
internal_count=3121 2888 2403 2258 2142 2064 1788 1383 951 868 651 439 135
is_linear=0
shrinkage=0.00188464


Tree=3062
num_leaves=13
num_cat=0
split_feature=41 12 43 42 14 13 4 48 3 15 4 1
split_gain=0.000145144 0.000126511 0.000139923 0.000139275 0.000106267 0.00011927 0.000203204 0.000233396 0.000171563 0.000103269 0.000208987 1.78753e-05
threshold=0.078475000000000017 0.11650500000000001 -0.063379999999999978 0.086325000000000013 -1.0000000180025095e-35 -0.095304999999999987 -0.040589999999999994 0.085700000000000012 0.0022600000000000003 -0.053579999999999996 -0.083644999999999983 0.07863500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 9 4 -4 11 -7 8 -8 -1 -11 -6
right_child=-2 -3 3 -5 5 6 7 -9 -10 10 -12 -13
leaf_value=0.00069308149862362851 -0.00065872816049554017 -0.00055350075574355515 -0.00048849215240406299 -0.00064789778568452084 0.00031196840139940593 -0.00061559999192073824 8.2794674741752228e-06 -0.00037281223497959528 0.0009141967393665782 0.00060558532021370685 -0.00027153882866656228 0.00065430150426206443
leaf_weight=0.0016366164785107939 0.0010627433499024166 0.0011282635113098799 0.0011484384383325967 0.0011318653755126541 0.0010009837924483947 0.0014562657728674289 0.0012954196265792038 0.0016546912042880433 0.0014580652118398874 0.001692694586204038 0.0018828811596093905 0.0010010629788974566
leaf_count=610 148 143 98 454 48 510 137 116 71 206 458 122
internal_value=0 3.19558e-05 7.49631e-05 -4.8956e-05 2.62439e-05 0.000101391 -2.89341e-05 0.000164874 0.000487994 0.000316202 0.000143696 0.000483142
internal_weight=0 0.0164872 0.015359 0.0101468 0.00901493 0.00786649 0.00586444 0.00440818 0.00275348 0.00521219 0.00357558 0.00200205
internal_count=3121 2973 2830 1556 1102 1004 834 324 208 1274 664 170
is_linear=0
shrinkage=0.00181146


Tree=3063
num_leaves=14
num_cat=0
split_feature=403 42 43 16 4 15 15 16 16 1 2 16 15
split_gain=0.000105926 0.000114518 0.000174251 0.000146432 0.000164161 0.000156679 0.000191521 0.000226033 0.00015673 0.000132898 0.000105349 7.33086e-05 5.08992e-05
threshold=-1.0000000180025095e-35 -0.11466499999999999 -0.14968999999999996 0.15891500000000003 -0.062539999999999984 -0.0063699999999999989 -0.074054999999999996 -0.44310499999999992 0.0028900000000000006 0.094385000000000011 0.092480000000000021 -0.091114999999999988 -0.13843999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 5 -5 6 7 -4 10 -9 11 -7 -11
right_child=1 2 3 4 -6 8 -8 9 -10 12 -12 -13 -14
leaf_value=-0.00060218471923348339 -0.00057578664272190012 0.00061744965510046991 -0.00066160530585508801 -0.00086395743609259004 0.00013013958391038677 0.00077295777286579112 -0.00078974173476748064 -8.654634744530806e-05 0.0010108476679362858 0.00030834907244784332 -0.00029485571764160332 8.3194733173954874e-05 0.00090879956861820489
leaf_weight=0.0010343016924976569 0.001068147611313801 0.0017735497662576564 0.0012082685274926491 0.0013594579341141833 0.0010424813697241251 0.001026259240600895 0.0011868706168173451 0.0018955587846820705 0.0010025180265271771 0.0010000680177668446 0.0011700878472677909 0.0011726267930145745 0.0010056899291723542
leaf_count=756 127 132 146 160 232 95 328 336 147 144 132 249 137
internal_value=0 2.02351e-05 6.31254e-05 -1.20949e-05 -0.000432503 8.25619e-05 -0.000107748 5.06675e-05 0.000356674 0.000271264 0.000162009 0.000405119 0.000609416
internal_weight=0 0.0159116 0.0148434 0.0130699 0.00240194 0.0106679 0.00629646 0.00510959 0.00437149 0.00390132 0.00336897 0.00219889 0.00200576
internal_count=3121 2365 2238 2106 392 1714 1091 763 623 617 476 344 281
is_linear=0
shrinkage=0.00188464


Tree=3064
num_leaves=14
num_cat=0
split_feature=12 12 48 2 159 52 16 52 0 2 151 0 3
split_gain=0.000122243 0.000130737 0.000100052 0.000193889 0.000187778 0.000155599 0.000179978 0.00016607 0.000170034 0.000133912 0.000197297 0.000142067 5.8805e-05
threshold=0.11650500000000001 0.10345000000000001 0.12879500000000002 0.113445 0.089465000000000017 -0.24456499999999998 0.18438500000000005 0.10160000000000001 -0.077999999999999986 0.088475000000000012 -0.0083949999999999979 -0.10151999999999999 0.11924500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 -1 7 8 9 11 -11 -7 -5
right_child=-2 -3 -4 12 -6 6 -8 -9 -10 10 -12 -13 -14
leaf_value=-0.00069318477675837031 -0.0005923293396813739 0.00056991764310049839 -0.00058425424975005742 0.00084473785471159872 -0.00084345329313216023 -1.6687759160144258e-05 0.00080607324335467499 -0.00070510012520688789 0.00061821066011574191 -0.00042651412113490665 0.00062020786021386456 -0.00084194544457229627 0.00022199437966692533
leaf_weight=0.001029080978690435 0.0011753454318114238 0.0014862363225784858 0.0010256510861137444 0.0011191626324335057 0.0010173472697678392 0.0019519907040170855 0.001071452788729387 0.0010773943368913123 0.0016622975713674699 0.0010063394364777413 0.0017551755110496248 0.001194207929573448 0.0010382168336279807
leaf_count=245 147 211 72 209 243 106 49 384 264 96 235 749 111
internal_value=0 3.68256e-05 -1.61771e-05 2.56719e-05 -6.95653e-05 3.6871e-06 7.74754e-05 -1.28012e-05 8.57295e-05 -6.40987e-05 0.000238766 -0.000329932 0.000545049
internal_weight=0 0.0164346 0.0149483 0.0139227 0.0117653 0.0107479 0.00971886 0.00864741 0.00757001 0.00590771 0.00276151 0.0031462 0.00215738
internal_count=3121 2974 2763 2691 2371 2128 1883 1834 1450 1186 331 855 320
is_linear=0
shrinkage=0.00188464


Tree=3065
num_leaves=10
num_cat=0
split_feature=133 13 43 4 48 13 15 43 42
split_gain=3.97213e-05 7.22462e-05 5.50034e-05 0.000107924 0.000124264 0.000140462 0.000112724 9.60834e-05 8.74058e-05
threshold=0.10622000000000002 -0.23438999999999996 -0.067899999999999974 -0.077834999999999988 0.085700000000000012 -0.014169999999999999 -0.10324499999999999 -0.09225499999999999 0.085465000000000013
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 7 -4 5 -5 -7 8 -3
right_child=-2 2 3 4 -6 6 -8 -9 -10
leaf_value=0.0072252632655223229 -0.0058864053042054975 -0.0072070873559849273 -0.0094634090032806022 -0.0068312202998440531 -0.0074435367538611772 -0.0016962390700767296 0.010930971887742547 0.0077611321063340002 0.0043111342187998856
leaf_weight=0.0012990934140450624 0.0010009773146089562 0.0012465611187020185 0.0014437839300309382 0.0010263476895063487 0.0015259061394644231 0.0010334898716657412 0.0018014070727324378 0.0017747601563003848 0.0012022257794707773
leaf_count=157 435 244 588 288 175 85 209 815 125
internal_value=0 0.000426188 -0.000372822 -0.00206332 -8.00537e-05 0.00282988 0.0063276 0.00236129 -0.00155225
internal_weight=0 0.0123536 0.0110545 0.00683093 0.00538715 0.00386124 0.0028349 0.00422355 0.00244879
internal_count=3121 2686 2529 1345 757 582 294 1184 369
is_linear=0
shrinkage=0.0304782


Tree=3066
num_leaves=11
num_cat=0
split_feature=42 47 133 42 51 151 15 4 4 2
split_gain=3.9252e-05 6.21881e-05 6.97293e-05 7.78945e-05 6.18577e-05 7.48551e-05 8.40666e-05 0.000121845 8.24426e-05 8.47285e-06
threshold=0.10256000000000001 0.11069000000000002 0.10275500000000001 -1.0000000180025095e-35 -0.076794999999999988 -0.024429999999999997 -0.11345499999999999 -0.0029599999999999995 -0.27825499999999997 0.090425000000000019
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -5 -6 -7 8 -8 -9
right_child=-2 -3 -4 4 5 6 7 9 -10 -11
leaf_value=-0.0092924377675301182 -0.0062158744667892875 0.0075959862747710548 0.0079656772608717608 -0.0076823590738768089 0.0079702989059209518 0.0081747385577484871 -0.005685291630130253 -0.011511287066802069 0.0071005460097897351 -0.0069663823022474841
leaf_weight=0.001296147834865047 0.0011548058144336343 0.001359017123891749 0.0011081488114194809 0.001130836776925678 0.001539964259953122 0.0010575248412464195 0.0010006273896459082 0.001008836809032296 0.0016170044285102627 0.0010022307080931898
leaf_count=694 346 148 253 357 302 193 100 126 503 99
internal_value=0 0.000539189 -0.000351994 -0.00130683 -6.82906e-05 0.00112325 -0.000731098 -0.00276583 0.00221298 -0.0092463
internal_weight=0 0.0121203 0.0107613 0.00965317 0.00835703 0.00722619 0.00568622 0.0046287 0.00261763 0.00201107
internal_count=3121 2775 2627 2374 1680 1323 1021 828 603 225
is_linear=0
shrinkage=0.0350099


Tree=3067
num_leaves=10
num_cat=0
split_feature=159 1 131 0 47 4 49 4 16
split_gain=4.2141e-05 6.65632e-05 8.35878e-05 9.22105e-05 7.97962e-05 0.000106198 9.28747e-05 6.52266e-05 6.02702e-05
threshold=-0.032739999999999991 0.13146500000000003 0.082070000000000018 -0.062294999999999996 0.077555000000000013 -0.033174999999999989 -0.069799999999999987 -0.49405499999999997 -0.094359999999999986
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 -2 -7 -5 -8
right_child=1 -3 -4 7 -6 6 8 -9 -10
leaf_value=-0.0064554018156813891 -0.0068460980237667109 0.0082494287583613438 -0.0095577260434282964 -0.0010294246000145028 -0.0077688116033175275 -0.0033309830728486503 0.0017308204953487135 0.0095099322833770809 0.012319755057547193
leaf_weight=0.0010665808772406639 0.0015526998942161016 0.0011431138447199991 0.0010001134732082603 0.0010386281417488208 0.0017016719116725726 0.0014032190833745723 0.0011131292510928193 0.0018480797599252216 0.0013430617819390049
leaf_count=421 783 216 358 126 182 175 210 253 397
internal_value=0 0.000520925 -0.000282173 0.000645442 -0.00141292 0.000585499 0.00357534 0.00571791 0.00752092
internal_weight=0 0.0121437 0.0110006 0.0100005 0.00711378 0.00541211 0.00385941 0.00288671 0.00245619
internal_count=3121 2700 2484 2126 1747 1565 782 379 607
is_linear=0
shrinkage=0.0336504


Tree=3068
num_leaves=14
num_cat=0
split_feature=48 12 151 43 13 3 2 52 43 160 16 0 15
split_gain=0.000138356 0.000164635 0.000110847 0.000115948 0.000127238 0.000114093 0.000221832 0.000226701 0.000150714 0.000119229 0.000123804 0.000238371 0.000220554
threshold=0.12879500000000002 0.11650500000000001 0.06617000000000002 -0.15582499999999996 0.19762500000000002 -0.078934999999999991 0.083995000000000014 0.084960000000000022 -0.074359999999999996 -0.085834999999999981 -0.056919999999999991 -0.10224499999999999 -0.095869999999999983
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 6 -5 -8 -7 -10 11 12 -11
right_child=-2 -3 -4 5 -6 8 7 -9 9 10 -12 -13 -14
leaf_value=0.00090988461823955885 -0.0006434491894412095 -0.00068385804119452996 0.0006598062733699458 -0.0010121260930313046 2.3834637139077984e-05 0.00068848916086108511 0.00047168008150960802 -0.00066353949266133533 0.00056368469781624528 -0.00074724204183183732 -0.00050824084383136771 0.00076627344113732246 0.00035315838226342752
leaf_weight=0.0010052910506337361 0.0011074026167409981 0.0010239510330139626 0.0010537393039774098 0.0010782188438409573 0.0012306036769100803 0.0012019948449017151 0.0014237485403770498 0.0010386820629741441 0.0010026141498925981 0.0013722962308279074 0.0019209096442586266 0.0011531636174230914 0.0011370766675221633
leaf_count=86 90 136 122 424 98 288 647 416 136 105 300 201 72
internal_value=0 3.23683e-05 8.25368e-05 3.76927e-05 0.000422216 -3.81988e-05 -0.000313204 -7.16883e-06 8.68257e-05 -2.29814e-05 -0.000128329 7.09261e-05 -0.000248616
internal_weight=0 0.0156423 0.0146183 0.0135646 0.00223589 0.0113287 0.00354065 0.00246243 0.00778806 0.00658606 0.00558345 0.00366254 0.00250937
internal_count=3121 3031 2895 2773 184 2589 1487 1063 1102 814 678 378 177
is_linear=0
shrinkage=0.00184769


Tree=3069
num_leaves=16
num_cat=0
split_feature=0 12 484 15 403 457 484 12 47 16 4 15 2 4 12
split_gain=0.000187702 0.000263372 0.000143101 0.000179516 0.000100377 0.00013674 0.000135869 0.000132645 0.000162994 0.000168089 0.000193106 0.000149564 0.000119933 0.000135019 9.60686e-05
threshold=0.18019500000000002 0.11650500000000001 -0.0068949999999999992 -0.24436499999999997 -1.0000000180025095e-35 -0.0029299999999999994 1.0000000180025095e-35 -0.040564999999999997 0.09550500000000002 -0.42170999999999997 0.033845000000000007 -0.07490999999999999 0.090675000000000019 -0.082109999999999975 0.051320000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 -5 -6 7 -7 9 -9 11 -11 13 -13 -10
right_child=-2 -3 3 4 5 6 -8 8 14 10 -12 12 -14 -15 -16
leaf_value=-0.00062966821856561548 0.00079426051615009237 -0.001011894803598081 0.00078659106750240721 -0.0005902281698846048 -0.00062219104785578446 -0.00045385492513638461 -0.00053116081678030087 0.00074797373521637235 0.0011161099873896877 0.00067996201058981634 -0.00074808286416615764 0.00071825289438785767 -0.00047916982713442182 -0.00025031444559803765 0.00028685326031409987
leaf_weight=0.0013067701169658169 0.0010311595901269883 0.0010646252918096689 0.0011639166028978758 0.0010753363594877214 0.0011234088028832532 0.0012016107177060436 0.0012097426086480284 0.0012904398585806259 0.0011060779986329372 0.0014064915032568847 0.0011693039635589618 0.0010903201290469739 0.0015901649882057931 0.0011235507232744584 0.0010441450888314108
leaf_count=477 36 143 216 670 143 164 277 85 30 161 71 109 253 218 68
internal_value=0 -6.59806e-05 -6.3967e-06 4.58315e-05 -1.39154e-05 3.24881e-05 9.26157e-05 0.000161079 0.000236321 0.000102573 -2.79709e-05 0.000133631 -6.8368e-05 0.0002267 0.000713424
internal_weight=0 0.0179659 0.0169013 0.0155945 0.0144306 0.0133553 0.0122318 0.0110221 0.00982049 0.00767027 0.00637983 0.00521053 0.00380404 0.00221387 0.00215022
internal_count=3121 3085 2942 2465 2249 1579 1436 1159 995 897 812 741 580 327 98
is_linear=0
shrinkage=0.00196078


Tree=3070
num_leaves=10
num_cat=0
split_feature=11 0 12 0 42 0 16 48 2
split_gain=3.9524e-05 5.08058e-05 7.68992e-05 6.37047e-05 0.00011468 6.71077e-05 0.000126849 0.000131905 2.15178e-05
threshold=0.081365000000000007 -0.019414999999999998 0.082850000000000021 -0.10011499999999998 0.083995000000000014 -0.11756999999999999 -0.014754999999999999 0.016865000000000002 0.084145000000000011
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 3 -3 5 -5 6 7 -1 -6
right_child=-2 2 -4 4 8 -7 -8 -9 -10
leaf_value=-0.0122041411635463 -0.006292448875931893 0.010854772055949655 -0.00067530378137689736 -0.010213217544805683 -0.0021060867368948317 0.0077636402561820431 0.0098348517431415539 0.0017656288321569891 0.0046731819896890852
leaf_weight=0.0012791005739383101 0.0010560162514017543 0.0012132450406558788 0.0014235072792807002 0.0017927363742665132 0.0010407254305724743 0.001490647183185533 0.0010112326971804392 0.0019055490448889323 0.0010807028716504311
leaf_count=187 178 192 83 939 415 149 99 149 730
internal_value=0 0.0004927 0.00463001 -0.000643579 -0.00394749 0.00163058 -0.000548278 -0.00384527 0.00134742
internal_weight=0 0.0122374 0.00263675 0.00960069 0.00391416 0.00568653 0.00419588 0.00318465 0.00212143
internal_count=3121 2943 275 2668 2084 584 435 336 1145
is_linear=0
shrinkage=0.0336504


Tree=3071
num_leaves=14
num_cat=0
split_feature=403 484 15 15 2 0 1 16 2 0 52 2 3
split_gain=8.86187e-05 9.71154e-05 0.000133912 0.000141066 0.000116077 0.000131351 0.000146318 0.00012986 0.000201694 0.00011251 8.96592e-05 7.32e-05 3.71951e-05
threshold=-1.0000000180025095e-35 -0.0068949999999999992 -0.24436499999999997 -0.11713499999999999 0.092875000000000013 0.15398500000000004 0.10672000000000002 -0.091114999999999988 0.088475000000000012 -0.077999999999999986 -0.10286999999999999 0.10444500000000002 -0.0080949999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 -4 7 6 11 8 -5 12 -11 -6 -9
right_child=1 2 3 4 5 -7 -8 9 -10 10 -12 -13 -14
leaf_value=-0.00055230033961933985 -0.00051192938993286665 0.00071174517188508642 -0.00061313896785441255 8.5702869808803529e-05 -0.00031662007898336964 0.00040859368777954589 0.00015419145373161166 -0.00047137985315017395 0.001186250701340665 -4.8204780960931674e-05 0.00070326060434914401 -0.00098315896365341296 -3.3890596366389178e-06
leaf_weight=0.0010155775772455111 0.0011203256556403399 0.0010512147155774089 0.0011659029616499809 0.0012981973521047985 0.0013757382790304494 0.001168396680081174 0.0014765511821656363 0.001201493664508959 0.0010864815735553979 0.0010680677839520758 0.0011948061424883116 0.0010184577761978356 0.0012113949289371806
leaf_count=756 450 217 141 151 248 35 175 413 46 82 136 228 43
internal_value=0 2.24392e-05 6.42552e-05 1.29453e-05 7.32741e-05 -0.000145227 -0.0003124 0.000229222 0.000587123 4.66894e-05 0.000348572 -0.000600156 -0.000236424
internal_weight=0 0.015437 0.0143167 0.0132655 0.0120996 0.00503914 0.00387075 0.00706044 0.00238468 0.00467576 0.00226287 0.0023942 0.00241289
internal_count=3121 2365 1915 1698 1557 686 651 871 197 674 218 476 456
is_linear=0
shrinkage=0.00188464


Tree=3072
num_leaves=14
num_cat=0
split_feature=403 48 151 15 15 50 3 3 4 160 3 49 1
split_gain=0.000109986 0.000109667 0.000164946 0.000139094 0.000134981 0.000103272 0.000131107 0.000149002 0.000145941 9.85285e-05 9.9361e-05 0.000122965 2.70943e-05
threshold=-1.0000000180025095e-35 0.12879500000000002 0.06617000000000002 0.091915000000000011 0.088235000000000022 1.0000000180025095e-35 -0.10519499999999998 -0.034684999999999994 -0.040589999999999994 -0.081639999999999976 0.11296500000000002 -0.0087049999999999992 0.092695000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 6 8 -8 -2 -9 11 -11 -13
right_child=1 -3 -4 -5 -6 -7 7 9 -10 10 -12 12 -14
leaf_value=-0.00060324333670365589 5.7594238447256302e-05 -0.00053986371981801673 0.00078553824179431527 -0.00062841438508375502 0.00064131794693194862 -0.00057341165420023632 -0.00056104393301557409 0.00058050587732682635 0.00099555257119557155 -0.00028737100275428744 -0.00045066968272230009 0.0006553478259825247 0.00021770044056135528
leaf_weight=0.0010960519854343034 0.0015005690576928021 0.0011755959756165604 0.001102748533714404 0.0011458889466445426 0.0013683129501055333 0.00104542059699854 0.0017253873910914258 0.0011681588734065128 0.0010363996549328418 0.0014805245073620243 0.0015173100288320487 0.0010461805969827907 0.001044794983740624
leaf_count=756 129 88 122 313 100 346 654 93 100 112 126 73 109
internal_value=0 2.57795e-05 6.95801e-05 1.35019e-05 7.03767e-05 2.82429e-06 6.00912e-05 -6.08963e-05 0.000440768 7.70217e-05 -3.85554e-05 0.000136527 0.000436669
internal_weight=0 0.0163573 0.0151817 0.0140789 0.0129331 0.0115647 0.0105193 0.00798236 0.00253697 0.00625697 0.00508881 0.0035715 0.00209098
internal_count=3121 2365 2277 2155 1842 1742 1396 1167 229 513 420 294 182
is_linear=0
shrinkage=0.00192234


Tree=3073
num_leaves=11
num_cat=0
split_feature=48 50 4 48 150 159 0 43 43 13
split_gain=3.7333e-05 7.79872e-05 0.000127477 7.74348e-05 0.000123345 7.2517e-05 0.000130965 9.8167e-05 0.000201892 6.58507e-05
threshold=0.11951500000000001 0.088425000000000017 0.36766000000000004 0.092475000000000016 0.086615000000000011 0.082585000000000006 -0.14001499999999997 -0.074359999999999996 0.016310000000000002 -0.0025349999999999995
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 -1 9 -9 -8
right_child=-2 -3 -4 -5 -6 -7 7 8 -10 -11
leaf_value=0.015531488849006531 -0.0074900281886854424 -0.0097295512253579436 0.014470576391903796 0.010504319675636635 -0.014548626099301819 -0.0096358928666016013 0.014012462893803725 -0.015159943569767942 0.0049593052578948034 0.0004354211980449747
leaf_weight=0.0010380550022631337 0.0010484955181255676 0.0011233082718891492 0.0011618411393189724 0.0010776069098324412 0.0010217163048728247 0.0010160064201475468 0.0010025508626755747 0.0016390755054371889 0.0017197699699002507 0.0015010344594127466
leaf_count=133 114 521 277 191 202 299 286 695 243 160
internal_value=0 0.000573366 0.00160877 0.000116788 -0.00113555 0.000595563 0.00210201 -0.000275933 -0.00485864 0.00587229
internal_weight=0 0.012301 0.0111777 0.0100158 0.00893821 0.00791649 0.00690049 0.00586243 0.00335885 0.00250359
internal_count=3121 3007 2486 2209 2018 1816 1517 1384 938 446
is_linear=0
shrinkage=0.0410197


Tree=3074
num_leaves=14
num_cat=0
split_feature=403 403 0 1 4 3 42 48 457 2 3 4 47
split_gain=0.000125333 0.000174021 0.000110698 0.000137628 0.000144147 0.000156322 0.000170442 0.000117943 0.000173005 0.000154411 0.000128581 0.000123817 6.47114e-05
threshold=0.10301500000000001 0.08332500000000001 0.15398500000000004 0.090405000000000013 -0.15764999999999998 0.076840000000000006 0.088200000000000014 0.12879500000000002 0.045365000000000009 0.116525 0.10732000000000001 0.053180000000000012 0.09585500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 6 -6 8 9 10 11 -5 -13
right_child=-2 -3 -4 7 5 -7 -8 -9 -10 -11 -12 12 -14
leaf_value=0.00024313394452249307 -0.00066435837077950355 0.00080546514146263924 0.00054522322096687333 -0.00037771599558026052 -0.0012299221321995957 4.3511775415266314e-06 -0.000218198036648396 -0.0005082757210613843 0.00090101911550193145 0.00064783319474563423 -0.00065647392206919582 0.00057096029616588925 1.3348355514164763e-05
leaf_weight=0.0013061687061447485 0.0010095873617315008 0.0010127252656415729 0.0011970438078558335 0.001575734298961325 0.0014015663560816576 0.001469754742650764 0.0010969185770005872 0.0011140926587636093 0.0010152741138052535 0.0013142050613537482 0.0011532591335613809 0.0014989473776674403 0.0015795110597043305
leaf_count=98 202 112 48 396 1083 72 463 75 129 194 68 109 72
internal_value=0 3.30881e-05 -1.66627e-05 -6.29678e-05 -0.000310783 -0.000493107 -0.000785741 7.83221e-05 0.000158638 5.28029e-05 -8.18502e-05 6.05354e-05 0.000284858
internal_weight=0 0.0167352 0.0157225 0.0145254 0.00527441 0.00396824 0.00249848 0.00925102 0.00813693 0.00712166 0.00580745 0.00465419 0.00307846
internal_count=3121 2919 2807 2759 1716 1618 1546 1043 968 839 645 577 181
is_linear=0
shrinkage=0.00192234


Tree=3075
num_leaves=11
num_cat=0
split_feature=14 42 15 15 457 12 13 16 0 0
split_gain=3.90475e-05 5.55158e-05 9.71571e-05 8.07299e-05 9.08129e-05 0.000102512 0.000116003 6.91742e-05 9.21471e-05 8.8813e-05
threshold=-0.10708499999999999 0.10256000000000001 -0.10653 -0.095869999999999983 0.092360000000000012 -0.010834999999999999 -0.095304999999999987 -0.084119999999999986 -0.053834999999999994 -0.078904999999999989
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 5 -5 -7 -8 9 -9
right_child=1 -3 3 4 -6 6 7 8 -10 -11
leaf_value=-0.0074284066423764188 0.010758472920706558 -0.0080283728780216283 -0.010447393273246827 0.011412777670142414 0.012307324629688568 0.0061834756246526333 -0.012052584236203314 -0.0051244687582981951 -0.01075851129264685 0.011435800091750581
leaf_weight=0.0010298542326758727 0.0014895189449665768 0.0010674575088996533 0.001037852761099931 0.0010132323530664599 0.001009011619851452 0.0019037102433872386 0.0015870170013993607 0.0010087565782194428 0.0011738108373180911 0.0010049092824374714
leaf_count=140 348 318 99 156 107 169 461 727 238 358
internal_value=0 0.000563811 0.00138069 -5.36843e-05 0.00118615 -0.000272793 -0.00204575 -0.00532696 -0.00197832 0.00313985
internal_weight=0 0.0122953 0.0112278 0.0097383 0.00870045 0.00769144 0.0066782 0.00477449 0.00318748 0.00201367
internal_count=3121 2981 2663 2315 2216 2109 1953 1784 1323 1085
is_linear=0
shrinkage=0.0394268


Tree=3076
num_leaves=11
num_cat=0
split_feature=133 0 4 16 15 16 49 3 3 52
split_gain=3.85457e-05 7.40552e-05 4.30165e-05 8.17916e-05 7.20766e-05 0.000121853 0.000105671 0.000165746 0.000101915 1.37366e-05
threshold=0.10622000000000002 1.0000000180025095e-35 -0.04890499999999999 -0.070454999999999976 -0.016799999999999995 -0.015314999999999997 -0.043469999999999995 0.095270000000000007 -0.034684999999999994 0.091275000000000009
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 6 -6 -4 8 -8 -3
right_child=-2 9 4 -5 5 -7 7 -9 -10 -11
leaf_value=0.0024007458683263597 -0.0066298238848307815 0.0036217845100969181 0.0060380464226499186 -0.011091276651242607 -0.0018762939094523253 0.01488121325256812 -0.0050171725080379419 -0.014041229147205087 0.0087117577918411973 0.0093453417682547689
leaf_weight=0.0010002062260960742 0.0010062756603471572 0.0010022137124176293 0.0016254062599835662 0.0012255081772215163 0.0011346431681653517 0.0010011507609380826 0.0016239123576893286 0.0014520915583268457 0.0011197163167891233 0.0010549731136567653
leaf_count=536 435 236 240 313 128 205 659 126 185 58
internal_value=0 0.00049833 -0.000725688 -0.00502814 0.000477797 0.00597877 -0.00154053 -0.00447644 0.000585811 0.00655696
internal_weight=0 0.0122398 0.0101826 0.00222571 0.00795692 0.00213579 0.00582113 0.00419572 0.00274363 0.00205719
internal_count=3121 2686 2392 849 1543 333 1210 970 844 294
is_linear=0
shrinkage=0.0350099


Tree=3077
num_leaves=10
num_cat=0
split_feature=15 15 15 133 160 42 43 13 150
split_gain=3.54791e-05 0.000100949 5.18136e-05 6.20734e-05 9.09832e-05 7.59596e-05 8.25132e-05 8.97469e-05 0.000117512
threshold=-0.24436499999999997 -0.11713499999999999 -0.10091499999999999 -0.083244999999999986 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.074359999999999996 -0.099939999999999987 0.083095000000000016
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 -4 -5 -6 -7 -8 -9
right_child=1 2 3 4 5 6 7 8 -10
leaf_value=0.0060262379364968404 -0.010817522837649548 0.0077221840870709269 0.0067079807648406783 -0.0090125446139851899 -0.0071639520023599372 0.0081641258217109575 0.0065521822727237691 -0.012385473713110991 0.002727169497698665
leaf_weight=0.0010846205342379166 0.0010762294433076013 0.0010738808493933683 0.0013163358802519712 0.0015916687997729424 0.0013625138253019397 0.0018280625431002094 0.0013120775843498164 0.0012460430056416946 0.0012769139158682621
leaf_count=253 231 85 378 706 442 381 89 474 82
internal_value=0 -0.000583795 0.000416782 -0.000372974 -0.00145463 0.000257636 0.00204323 -0.000874438 -0.00473669
internal_weight=0 0.0120837 0.0110075 0.00993362 0.00861728 0.00702561 0.0056631 0.00383503 0.00252296
internal_count=3121 2868 2637 2552 2174 1468 1026 645 556
is_linear=0
shrinkage=0.0350099


Tree=3078
num_leaves=11
num_cat=0
split_feature=1 52 0 43 42 3 12 4 16 4
split_gain=3.71027e-05 8.53484e-05 9.44839e-05 0.000174319 7.23748e-05 5.46656e-05 7.70891e-05 5.37457e-05 5.70982e-05 4.35961e-05
threshold=0.10752500000000002 0.11434500000000002 -0.077999999999999986 -0.0037449999999999996 0.075730000000000006 0.11296500000000002 0.091200000000000017 -0.0016099999999999997 -0.094359999999999986 -0.35136499999999998
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 9 6 -2 -5 -9 -4
right_child=5 -3 4 7 -6 -7 -8 8 -10 -11
leaf_value=-0.017069724973397864 0.014047557565634151 -0.011315755312355824 0.0037638864895225134 0.0075636139716590695 -0.0030467980560615038 -0.0024088404091278221 0.0002498332281405262 -0.0090397575284408716 0.0036663991585345218 0.015239807841739445
leaf_weight=0.0011242022122963441 0.0011781827086831875 0.001191111302631576 0.0010086175346700754 0.0011972228668394652 0.0010635635489949589 0.0017362171124364889 0.0013514958019288231 0.0011225780343654401 0.001077413910521686 0.001050574993410317
leaf_count=1017 231 390 147 284 282 193 166 115 93 203
internal_value=0 -0.00149899 3.0654e-05 -0.00361216 0.00530506 0.0029785 0.00667604 0.000841197 -0.0028171 0.00961876
internal_weight=0 0.00883528 0.00764417 0.00452142 0.00312276 0.0042659 0.00252968 0.00339721 0.00219999 0.00205919
internal_count=3121 2531 2141 1509 632 590 397 492 208 350
is_linear=0
shrinkage=0.0394268


Tree=3079
num_leaves=15
num_cat=0
split_feature=1 48 12 484 4 12 3 150 43 12 133 2 3 16
split_gain=0.000147466 0.000161713 0.000174364 0.000156682 0.000199867 9.93786e-05 0.000238795 0.000148938 0.000129348 0.000500827 0.00026167 0.000161992 0.000150438 3.45833e-05
threshold=0.14000500000000002 0.12474000000000002 0.11650500000000001 -0.0068949999999999992 0.40473500000000007 -0.085119999999999987 0.10732000000000001 0.086615000000000011 -0.074359999999999996 0.091475000000000015 1.0000000180025095e-35 0.088225000000000012 -1.0000000180025095e-35 -0.095564999999999983
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 -5 7 8 10 11 -7 12 -10 -13
right_child=-2 -3 -4 4 -6 6 -8 -9 9 -11 -12 13 -14 -15
leaf_value=-0.00067284115491253753 0.00066548591524243311 -0.00078816248985821022 -0.00077640815601669752 -0.00056039442930187733 0.00079799533958585338 0.00085321536618535737 0.00080823834538275264 -0.00061316927568230055 -0.00073888708224831962 -0.0012670162679548711 -0.00022113251509219207 0.00079496115166725249 0.0002717285380603916 0.00030714828024150099
leaf_weight=0.0010560777015422252 0.0011055449730813403 0.0010544959283498292 0.0010297718770301964 0.0010036971737646611 0.0013504603525111734 0.0018110026115521162 0.0014217155602715978 0.0014079509612310902 0.0010103468394905644 0.0011227878688806689 0.001558917765172833 0.0010629053104781461 0.0011800384425604245 0.0010855536957801726
leaf_count=456 124 84 121 151 183 223 83 190 458 440 360 55 43 150
internal_value=0 -5.88651e-05 -1.11022e-05 4.11881e-05 9.49912e-05 2.00298e-05 6.99877e-05 -3.25155e-05 6.0054e-05 -0.000122688 0.000356224 0.000173436 -0.000194433 0.000548484
internal_weight=0 0.0171557 0.0161012 0.0150715 0.0140154 0.0126649 0.0116612 0.0102395 0.00883155 0.00546163 0.00336992 0.00433884 0.00219039 0.00214846
internal_count=3121 2997 2913 2792 2336 2153 2002 1919 1729 1146 583 706 501 205
is_linear=0
shrinkage=0.00192234


Tree=3080
num_leaves=9
num_cat=0
split_feature=11 48 0 1 0 13 13 16
split_gain=3.51038e-05 4.72228e-05 0.000170842 5.53865e-05 9.40845e-05 9.87308e-05 0.000206346 7.71331e-05
threshold=0.081005000000000008 0.016865000000000002 -0.20211999999999997 0.11323000000000001 -0.10224499999999999 -0.016469999999999995 -0.095304999999999987 -0.056919999999999991
decision_type=2 2 2 2 2 2 2 2
left_child=1 3 -3 4 -1 6 -6 -7
right_child=-2 2 -4 -5 5 7 -8 -9
leaf_value=-0.0088367285797066892 -0.006190644212346723 -0.0042429564164596558 0.011526262637826641 0.0045365449956970569 0.0048833495060221074 0.011162159884669237 -0.015814003676032466 -0.0010290845797369715
leaf_weight=0.0019427481750620033 0.0010457660292611118 0.0016090114045406168 0.0017667049785926479 0.001833013843154113 0.0012517708366939829 0.0012693866675891996 0.0011174548970860976 0.0012750315466179976
leaf_count=259 182 82 497 301 77 434 1035 254
internal_value=0 0.000495887 0.00400998 -0.000869289 -0.00231451 0.00026424 -0.00487864 0.00505301
internal_weight=0 0.0120651 0.00337572 0.00868941 0.00685639 0.00491364 0.00236923 0.00254442
internal_count=3121 2939 579 2360 2059 1800 1112 688
is_linear=0
shrinkage=0.0350099


Tree=3081
num_leaves=9
num_cat=0
split_feature=474 160 133 151 4 42 4 16
split_gain=3.43053e-05 8.57162e-05 0.000127513 9.14491e-05 0.000161423 9.25994e-05 9.51829e-05 9.07466e-05
threshold=0.084660000000000027 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.0083949999999999979 0.24564500000000003 0.083995000000000014 0.033845000000000007 -0.034884999999999992
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 5 6 7 -5
right_child=-2 2 3 4 -6 -7 -8 -9
leaf_value=-0.0074754966979270494 0.0059770646672993614 -0.0084229408104714212 -0.0049039417907518514 0.0095748272031419748 0.016593721033619772 0.0088219515741616624 -0.0074932808836069677 -0.0028943773463158632
leaf_weight=0.001791048005787668 0.0010302398166268214 0.0015439724265545523 0.0016812924398272025 0.0013194220103629646 0.0010251370519351322 0.0016305451539166899 0.0015787755692805612 0.0014358925902347615
leaf_count=736 344 707 270 227 169 375 80 213
internal_value=0 -0.000549411 0.00066497 0.00228317 0.00401193 0.0018495 -0.000773631 0.00307668
internal_weight=0 0.0120061 0.010215 0.00867106 0.00698977 0.00596464 0.00433409 0.00275531
internal_count=3121 2777 2041 1334 1064 895 520 440
is_linear=0
shrinkage=0.0343234


Tree=3082
num_leaves=13
num_cat=0
split_feature=48 151 15 50 4 13 42 160 130 51 0 16
split_gain=0.000103036 0.000146284 0.000146851 9.24959e-05 0.000157599 9.64165e-05 0.000180154 0.000135238 0.000130138 0.000120939 0.000111976 5.35516e-06
threshold=0.12879500000000002 0.06617000000000002 0.091915000000000011 0.089390000000000011 0.40473500000000007 -0.033284999999999988 0.084050000000000014 0.086075000000000013 -0.0015749999999999998 -0.084389999999999979 -0.077809999999999976 -0.059624999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 -1 8 -7 -10 11 -11
right_child=-2 -3 -4 -5 -6 7 -8 -9 9 10 -12 -13
leaf_value=0.00017464988069125565 -0.000573035960244691 0.00071909509048402056 -0.00066752549765326916 -0.00045569297388460534 0.00074015458444732574 -0.00030171671529108558 -0.00065005910229421946 -0.00047885004587521504 -0.00017038811513847739 0.00037338132726119259 0.00094586127302161084 0.00017947232074574417
leaf_weight=0.0019490726555912643 0.0010630321466859457 0.0010314513539079239 0.0011307475331975543 0.0012089078817067488 0.0011959797857593263 0.0011517051384501761 0.001818680755451351 0.001022795122212608 0.0010076649528788818 0.0010001058248030692 0.0015712783908438973 0.0010236310888015502
leaf_count=210 90 124 460 413 240 211 647 124 175 225 127 75
internal_value=0 3.39981e-05 -1.61876e-05 4.06856e-05 9.17955e-05 1.82602e-05 -0.000223434 0.000152629 0.00026487 0.000406644 0.000568383 0.0002753
internal_weight=0 0.015112 0.0140806 0.0129498 0.0117409 0.0105449 0.00376775 0.00677718 0.00575439 0.00460268 0.00359502 0.00202374
internal_count=3121 3031 2907 2447 2034 1794 857 937 813 602 427 300
is_linear=0
shrinkage=0.00188464


Tree=3083
num_leaves=14
num_cat=0
split_feature=484 15 15 133 160 52 42 42 13 0 47 4 13
split_gain=9.97947e-05 0.000113325 0.000111387 0.000137414 0.000143555 0.000111793 0.000155137 0.000177841 0.000159895 0.000157335 0.000138102 0.000134612 0.000119609
threshold=-0.0068949999999999992 -0.24436499999999997 -0.11713499999999999 0.10722500000000001 0.098320000000000005 0.096795000000000006 0.097315000000000026 0.086325000000000013 -0.010384999999999998 -0.10607499999999999 0.092165000000000011 -0.39518999999999993 -0.095539999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 5 6 7 8 12 -10 -11 -7 -4
right_child=1 2 3 -5 -6 11 -8 -9 9 10 -12 -13 -14
leaf_value=-0.00055338466762938393 0.00062340382566804296 -0.00054259047232567469 9.2192216504061018e-05 -0.00059938432932497322 -0.00056763332536547914 0.0010679437969945832 0.00076703199597600311 -0.00065693475901294903 0.00030994808919559313 -0.00080004661850700115 0.00011774415095567758 0.00012727611720151586 0.001022699215972466
leaf_weight=0.0011667607683975073 0.0011033044627397513 0.0013454723751465262 0.0010354961336166424 0.0011445916857139695 0.001093515241905243 0.0010051461194251488 0.0010278649402280455 0.001368350551140346 0.0019519387806336019 0.0014581193009135652 0.0010365552276097728 0.001275633364815028 0.0010068512823122443
leaf_count=503 232 187 103 325 102 28 107 295 117 443 34 327 318
internal_value=0 2.91392e-05 -1.53134e-05 3.76136e-05 9.70862e-05 0.000162184 6.47307e-05 -2.71418e-05 0.000105665 -9.88427e-05 -0.000418698 0.000541831 0.00055092
internal_weight=0 0.0158528 0.0147495 0.0134041 0.0122595 0.011166 0.00888518 0.00785731 0.00648896 0.00444661 0.00249467 0.00228078 0.00204235
internal_count=3121 2618 2386 2199 1874 1772 1417 1310 1015 594 477 355 421
is_linear=0
shrinkage=0.00192234


Tree=3084
num_leaves=11
num_cat=0
split_feature=133 52 52 4 47 51 1 43 0 0
split_gain=4.2952e-05 6.73261e-05 0.000119936 7.63243e-05 7.58509e-05 9.25765e-05 0.000146901 6.88025e-05 5.26696e-05 3.89609e-05
threshold=0.10622000000000002 0.070205000000000017 0.11434500000000002 -0.04890499999999999 1.0000000180025095e-35 0.086685000000000012 0.077845000000000011 -0.072534999999999988 -0.038659999999999993 -0.14920999999999998
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 8 5 6 -5 -6 -1 -8
right_child=-2 2 -4 4 7 -7 9 -9 -10 -11
leaf_value=-0.012365626786632678 -0.0070058731776304209 0.011952949504714603 -0.0014770187353332933 -0.0045243111180434219 0.0029394731274632693 -0.0053507137935395119 0.0066739738374577981 -0.0089723148021843089 -0.0011765340788318927 0.016004424535105713
leaf_weight=0.0010633555761745484 0.0010002474889309809 0.0015370471696386336 0.0017351061942470925 0.0010081971427302622 0.0010002160247715504 0.0010692438814138647 0.0010365170087023624 0.0014646337850028402 0.0010011084722639828 0.0011651453733626275
leaf_count=334 435 448 420 489 144 129 88 114 192 328
internal_value=0 0.000543358 0.00483152 -0.00104961 0.000753491 0.00357144 0.00654352 -0.00413861 -0.00693977 0.0116118
internal_weight=0 0.0120806 0.00327215 0.00880842 0.00674395 0.0042791 0.00320986 0.00246485 0.00206446 0.00220166
internal_count=3121 2686 868 1818 1292 1034 905 258 526 416
is_linear=0
shrinkage=0.0350099


Tree=3085
num_leaves=13
num_cat=0
split_feature=403 484 457 11 16 43 12 4 150 3 13 1
split_gain=9.55717e-05 0.000105556 0.000137908 0.000112353 0.000113535 0.000109747 0.000163698 0.000121557 0.000119252 0.00015713 0.000106703 8.10164e-05
threshold=-1.0000000180025095e-35 -0.0068949999999999992 -0.0029299999999999994 0.081790000000000015 -0.48836499999999994 -0.074359999999999996 0.091475000000000015 0.033845000000000007 0.083095000000000016 -0.078584999999999988 0.18141000000000002 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 -4 10 7 8 9 -7 11 -6
right_child=1 2 3 -5 5 6 -8 -9 -10 -11 -12 -13
leaf_value=-0.00053066081439579697 -0.0004849031682778802 -0.00054435752328491158 0.00063941014184146217 -0.00044139773577775302 0.00018558079935964192 0.00054993249873746988 -0.00058122777253708999 -0.00025294214811631417 0.00081221920441240886 -0.00032499864054503331 -2.0000643206627566e-05 0.00082337781532099748
leaf_weight=0.0010239080246473393 0.0011674667040522417 0.0010692007103903509 0.0014093020881455103 0.0010458688193751295 0.0010820212054618019 0.0012427490312946245 0.0013770780272988597 0.0019643841513947266 0.0010147777279364556 0.0013513863206010526 0.0016732119616399456 0.0014975179437412296
leaf_count=756 450 151 185 150 275 182 272 127 71 161 83 258
internal_value=0 2.91213e-05 6.98686e-05 0.000117952 0.000164335 0.000104573 -3.2922e-05 0.000102556 0.000296059 9.41467e-05 0.000329283 0.000555846
internal_weight=0 0.015895 0.0147275 0.0136583 0.0126124 0.0112031 0.00695038 0.0055733 0.00360891 0.00259414 0.00425275 0.00257954
internal_count=3121 2365 1915 1764 1614 1429 813 541 414 343 616 533
is_linear=0
shrinkage=0.00177594


Tree=3086
num_leaves=14
num_cat=0
split_feature=403 42 42 2 475 15 4 2 0 16 1 12 0
split_gain=0.000101027 0.000106144 0.000175807 0.000100695 0.000106253 8.42154e-05 0.000149298 0.000132629 0.000165628 0.000101735 0.000152435 9.97954e-05 3.50878e-05
threshold=-1.0000000180025095e-35 -0.11466499999999999 -0.088669999999999985 -0.0091949999999999983 -1.0000000180025095e-35 -0.15914499999999995 0.25615500000000008 0.11093500000000002 0.089620000000000019 -0.11227499999999999 0.089105000000000018 0.088245000000000004 -0.072894999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 -4 -5 -6 7 8 9 -7 11 -11 -9
right_child=1 2 3 4 5 6 -8 12 -10 10 -12 -13 -14
leaf_value=-0.00062184682464842822 -0.00059387645833451381 0.00080907381108580897 0.0005629161257122169 -0.00065346209755046017 0.00048032372337298521 0.00053043305537171489 -0.00074033345037126494 0.00071067360684018801 -0.00077234474222035116 -0.00017825302505748396 -0.00054764615973253552 0.00062024316140122954 0.00020575551338582331
leaf_weight=0.0010059339973920453 0.0010128731050759619 0.0011192497140534293 0.0011174415124640324 0.0010336735946205036 0.0012635620003205268 0.0012373492610126121 0.0010937859680811299 0.0010459992030593945 0.0011862942086546813 0.0012344771700728324 0.0017642068808244992 0.0011740844508145499 0.0010708664976164656
leaf_count=756 127 126 166 429 197 158 105 72 59 291 243 247 145
internal_value=0 1.95753e-05 6.29021e-05 -2.62991e-07 -5.22544e-05 3.88085e-06 -5.7505e-05 2.82111e-05 -0.00010883 3.66606e-05 -0.000109757 0.000210984 0.000455249
internal_weight=0 0.0153539 0.014341 0.0132217 0.0121043 0.0110706 0.00980706 0.00871328 0.00659641 0.00541012 0.00417277 0.00240856 0.00211687
internal_count=3121 2365 2238 2112 1946 1517 1320 1215 998 939 781 538 217
is_linear=0
shrinkage=0.00196078


Tree=3087
num_leaves=14
num_cat=0
split_feature=48 4 151 15 42 47 52 4 4 0 4 0 48
split_gain=0.000126616 0.000155699 0.000129629 0.00014089 0.000132949 0.000128835 0.000177154 0.000130405 0.000206959 0.000165383 0.00012459 0.000208524 5.04451e-05
threshold=0.12879500000000002 0.36766000000000004 0.06617000000000002 0.091915000000000011 0.10194000000000002 0.11312500000000002 -0.088204999999999992 -0.0016099999999999997 -0.064054999999999987 -0.10224499999999999 -0.083854999999999985 0.047850000000000011 0.08975000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 -1 8 10 12 11 -8 -9
right_child=-2 -3 -4 -5 -6 -7 7 9 -10 -11 -12 -13 -14
leaf_value=-0.00064718489207334486 -0.00064441376132937447 0.00054929530621202101 0.00062374814500155463 -0.00074631744032286219 -0.00071426733691859143 0.00067866736768494324 0.00093465426290828318 -0.00087368492719172271 0.0010307078268797811 0.00031014971195604703 -0.00051955342037100739 -0.00015812083429096952 -0.00025755699375263832
leaf_weight=0.0015465428712916592 0.0011423828948538542 0.001958370362691351 0.0010457337130264357 0.0011590335003016554 0.0010010129536322096 0.0010696414492305717 0.0011185725021253473 0.0010436641752664053 0.0010961360432144704 0.001360629029859093 0.0010276366378321605 0.0016792050501645006 0.0010008368838476667
leaf_count=485 90 310 104 456 149 76 312 123 359 245 297 65 50
internal_value=0 3.11212e-05 -4.06014e-05 -9.36226e-05 -3.02851e-05 3.22831e-05 -3.77447e-05 7.54488e-05 0.000279555 -0.000219553 6.43196e-05 0.000278779 -0.000572074
internal_weight=0 0.016107 0.0141486 0.0131029 0.0119439 0.0109429 0.00987322 0.00832668 0.00492155 0.00340513 0.00382541 0.00279778 0.0020445
internal_count=3121 3031 2721 2617 2161 2012 1936 1451 1033 418 674 377 173
is_linear=0
shrinkage=0.00196078


Tree=3088
num_leaves=10
num_cat=0
split_feature=484 160 133 151 4 42 16 0 0
split_gain=3.63494e-05 5.03881e-05 9.23303e-05 7.46144e-05 0.000153392 8.2681e-05 9.9491e-05 0.000147224 4.65966e-05
threshold=0.085515000000000022 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.0083949999999999979 0.24564500000000003 0.083995000000000014 0.22339500000000004 -0.077809999999999976 -0.14001499999999997
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 5 6 7 8 -5
right_child=-2 2 3 4 -6 -7 -8 -9 -10
leaf_value=-0.0054408721584601949 0.0046205505347037667 -0.0066907230440448337 -0.0041987631590965331 0.0011388092706746983 0.013445632064274267 0.0066176819857733443 -0.0087825456037576317 0.0099149563136309397 -0.0079176398185147635
leaf_weight=0.0016303935977446055 0.0013451698723021847 0.001478191105539396 0.001717317751631464 0.0010131280448911811 0.0010227504275228168 0.0016513506389127311 0.0011479791959928178 0.0011696594375865165 0.0010158528674127211
leaf_count=659 341 709 305 71 169 399 156 119 193
internal_value=0 -0.000562722 0.000215775 0.00138413 0.00274974 0.000925923 -0.00123647 0.00147179 -0.0033955
internal_weight=0 0.0118466 0.0102162 0.00873804 0.00702072 0.00599797 0.00434662 0.00319864 0.00202898
internal_count=3121 2780 2121 1412 1107 938 539 383 264
is_linear=0
shrinkage=0.0298806


Tree=3089
num_leaves=11
num_cat=0
split_feature=11 1 13 52 16 133 3 3 47 16
split_gain=3.9961e-05 4.23768e-05 0.000101015 8.54096e-05 9.57191e-05 5.84618e-05 5.79178e-05 6.93772e-05 5.03274e-05 1.98764e-05
threshold=0.081365000000000007 0.090405000000000013 -0.00096999999999999983 -0.07167999999999998 -0.074319999999999983 -0.085499999999999979 -0.11255999999999998 -0.055119999999999995 0.083875000000000019 -0.013024999999999998
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 5 8 -4 -5 -1 -7 -8 -3 -9
right_child=-2 2 3 4 -6 6 7 9 -10 -11
leaf_value=0.0076693503241965699 -0.0087666878205575199 0.018756134169119563 -0.010947199351387474 -0.0049730913919245837 0.012237852095293246 0.0042785448418557036 -0.015180873646253258 0.0027292036889604589 0.0044546192439290982 -0.0060556274210241696
leaf_weight=0.0010792552324666565 0.0010331012939872449 0.0010510782249995119 0.0012438964380018106 0.0013789229442903103 0.0013793405285553728 0.0012714185019215016 0.0014123844202441936 0.0010032846132272955 0.0010492514651773367 0.001215458651724179
leaf_count=386 178 484 107 151 89 127 1245 91 154 109
internal_value=0 0.000699026 0.0034074 -0.000898147 0.00363368 -0.002064 -0.00420671 -0.00717778 0.0116116 -0.00208325
internal_weight=0 0.0120843 0.00610249 0.00400216 0.00275826 0.0059818 0.00490255 0.00363113 0.00210033 0.00221874
internal_count=3121 2943 985 347 240 1958 1572 1445 638 200
is_linear=0
shrinkage=0.0461948


Tree=3090
num_leaves=10
num_cat=0
split_feature=131 150 42 42 133 160 47 2 3
split_gain=3.98879e-05 5.60085e-05 7.97585e-05 9.93664e-05 0.000110664 0.000109892 0.000111453 6.07239e-05 0.000111596
threshold=0.088610000000000008 0.094365000000000018 0.092145000000000019 0.08623500000000002 0.083950000000000011 -0.081639999999999976 0.09550500000000002 0.089885000000000007 0.090900000000000009
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 -1 7 -7 -9
right_child=-2 -3 -4 -5 -6 6 -8 8 -10
leaf_value=0.0065698174404154467 -0.0061293595624282386 0.0072097554791247676 -0.0080721166297545513 0.0097359439472407897 0.0098629929379138101 -0.013196164563536185 0.0036280071379118915 0.0025383520402192431 -0.012871270761559639
leaf_weight=0.0013674065627724821 0.0011945556842891886 0.0013810664629848391 0.0013990262735008594 0.0013333419293088036 0.0010663162779125041 0.0015003768347467096 0.0014734750250460851 0.0013221291966556388 0.0010207553232688266
leaf_count=194 443 231 506 393 349 473 113 316 103
internal_value=0 0.00058246 -0.000290657 0.000907791 -0.000610951 -0.00228185 -0.0045584 -0.00769701 -0.00417536
internal_weight=0 0.0118639 0.0104828 0.0090838 0.00775046 0.00668414 0.00531674 0.00384326 0.00234288
internal_count=3121 2678 2447 1941 1548 1199 1005 892 419
is_linear=0
shrinkage=0.0350099


Tree=3091
num_leaves=15
num_cat=0
split_feature=47 123 484 4 0 4 160 2 12 16 12 49 15 15
split_gain=0.000159963 0.000228189 0.000197338 0.000143107 0.000164444 0.000129062 0.000195857 0.000170075 0.00015361 0.000183721 9.96493e-05 9.16446e-05 0.000144854 0.000217852
threshold=0.13148500000000005 1.0000000180025095e-35 -0.0068949999999999992 -0.49405499999999997 0.062580000000000011 0.0061450000000000003 0.083670000000000008 0.11982500000000001 0.091715000000000005 -0.088159999999999988 0.084100000000000022 -0.047584999999999995 -0.055554999999999993 -0.10653
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 5 6 8 11 9 -5 -11 -7 13 -13
right_child=-2 -3 3 4 -6 7 -8 -9 -10 10 -12 12 -14 -15
leaf_value=-0.00072624270088373288 -0.00062018152333804697 0.00080782038469527412 -0.0005316459952304513 0.00074087441638967587 0.00072724470904898038 0.00070599720724956753 -0.00087598991892935425 -0.00046311080421436007 -0.00063094638979581993 0.00020280199483163269 -0.00053680940654574744 0.00040573117333762132 0.00070546780093516399 -0.00054279716719780663
leaf_weight=0.001218304246137082 0.001336104463836473 0.0011562652266680759 0.0013509430669355052 0.001196637175110711 0.0011988306428873758 0.0014578268599940575 0.0010682302996979295 0.0011028533716906236 0.0010357419421999688 0.0013411088652593578 0.0010784389460876684 0.0017663166116328498 0.0012520780032605483 0.0014441928240827365
leaf_count=479 65 255 119 251 76 76 118 145 510 177 528 140 63 119
internal_value=0 2.98724e-05 -2.46056e-05 3.1289e-05 8.5835e-05 2.54947e-05 -0.000176505 0.000190015 -1.58808e-05 0.000160285 -0.000126857 0.000311679 0.000182864 -2.09481e-05
internal_weight=0 0.0176678 0.0165115 0.0152932 0.0139423 0.0127434 0.00572016 0.00702327 0.00465193 0.00361618 0.00241955 0.00592041 0.00446259 0.00321051
internal_count=3121 3056 2801 2322 2203 2127 1584 543 1466 956 705 398 322 259
is_linear=0
shrinkage=0.00181146


Tree=3092
num_leaves=11
num_cat=0
split_feature=131 150 42 42 133 16 0 3 16 1
split_gain=3.29951e-05 4.62274e-05 6.58447e-05 8.24864e-05 9.15937e-05 9.28245e-05 0.000113984 0.000112294 9.87332e-05 2.3094e-05
threshold=0.088610000000000008 0.094365000000000018 0.092145000000000019 0.08623500000000002 0.083950000000000011 0.0065250000000000004 -0.10011499999999998 0.095270000000000007 0.22339500000000004 0.091900000000000023
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 7 9 -7 -1
right_child=-2 -3 -4 -5 -6 8 -8 -9 -10 -11
leaf_value=0.0077680748318028773 -0.0061472735409732575 0.0072153620641550627 -0.0080960118923849248 0.0097862805485515354 0.0099114475315548768 0.012151110080731563 -0.015797481964367165 -0.011053458974474732 -0.0040937961692054632 -0.00044837386383897253
leaf_weight=0.0010431659012532799 0.001199663583730551 0.0013853893893355481 0.0014014420649575412 0.0013333424009908624 0.0010642553672168377 0.0011319882294834709 0.0011842646595350646 0.0012257249423809347 0.0011043549548028159 0.0010020977387807939
leaf_count=130 443 231 506 393 349 104 593 113 210 49
internal_value=0 0.000579138 -0.00029724 0.000905235 -0.000621544 -0.00229675 -0.00552221 -0.00180203 0.00412902 0.00374234
internal_weight=0 0.011876 0.0104906 0.00908919 0.00775585 0.0066916 0.00445525 0.00327099 0.00223634 0.00204526
internal_count=3121 2678 2447 1941 1548 1199 885 292 314 179
is_linear=0
shrinkage=0.0386538


Tree=3093
num_leaves=10
num_cat=0
split_feature=15 15 131 49 12 4 15 160 15
split_gain=3.52837e-05 9.1178e-05 5.32988e-05 7.34885e-05 7.64848e-05 0.000134647 0.00011351 7.78256e-05 6.32048e-05
threshold=-0.24436499999999997 -0.11713499999999999 0.088495000000000004 0.0043850000000000009 0.088305000000000008 -0.077834999999999988 0.024640000000000006 0.083670000000000008 -0.016799999999999995
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 6 -6 7 8 -3
right_child=1 2 -4 -5 5 -7 -8 -9 -10
leaf_value=0.0070101960884797268 -0.011952765010684223 -0.0020839762782908751 -0.0081617328905355148 0.011501263751009759 -0.0036758263405057153 0.012024048822110006 -0.01491289255643817 -0.0088497876275583573 0.0094895858487040827
leaf_weight=0.0010559155129375953 0.0010541175749480347 0.0016223018057727498 0.00105383336974632 0.0010331417070611202 0.0016514279203229676 0.001899797608899495 0.0010265129108410461 0.0011654619095205071 0.001440966453747194
leaf_count=253 231 178 372 452 356 459 448 138 234
internal_value=0 -0.000659082 0.000433765 0.00135435 0.000163955 0.00472313 -0.0029169 -4.90786e-06 0.00336025
internal_weight=0 0.0119476 0.0108934 0.00983961 0.00880647 0.00355123 0.00525524 0.00422873 0.00306327
internal_count=3121 2868 2637 2265 1813 815 998 550 412
is_linear=0
shrinkage=0.0402154


Tree=3094
num_leaves=12
num_cat=0
split_feature=484 15 11 48 0 42 12 15 52 403 12
split_gain=0.000115019 0.000124952 9.82316e-05 8.94096e-05 0.000165712 0.000100321 0.000203143 0.000104102 0.000138469 7.80185e-05 0.000193939
threshold=-0.0068949999999999992 -0.24436499999999997 0.079915000000000014 0.016865000000000002 -0.20211999999999997 0.086325000000000013 0.089885000000000007 -0.016799999999999995 -0.066844999999999988 0.03138500000000001 0.084100000000000022
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 5 -5 7 -7 -3 -9 10 -10
right_child=1 2 -4 4 -6 6 -8 8 9 -11 -12
leaf_value=-0.00060656432453358921 0.00066276157260006284 -0.00032766013285302791 -0.0005964107510521852 -0.00018047010787153658 0.00065398269424794429 -0.00097279312645075244 4.0356417970232038e-05 0.00077301587403207116 0.00045206898234904469 0.00046342705972940559 -0.0005996790637825245
leaf_weight=0.001127597813959008 0.0010712707366967522 0.0018440725934888514 0.0010081676919344593 0.0015716751396039896 0.0019967371248440545 0.001203530542665936 0.0018639971861895508 0.0012086510253315535 0.001126979239780522 0.001065042714352149 0.0015240561534275165
leaf_count=503 232 297 155 57 394 310 388 122 124 109 430
internal_value=0 2.93538e-05 -1.77256e-05 2.57971e-05 0.000286455 -6.87642e-05 -0.000357148 6.19275e-05 0.000207809 2.39762e-05 -0.000152571
internal_weight=0 0.0154842 0.0144129 0.0134047 0.00356841 0.00983633 0.00306753 0.0067688 0.00492473 0.00371608 0.00265104
internal_count=3121 2618 2386 2231 451 1780 698 1082 785 663 554
is_linear=0
shrinkage=0.00192234


Tree=3095
num_leaves=13
num_cat=0
split_feature=484 15 457 403 160 42 15 47 42 0 13 0
split_gain=0.000111709 0.000110545 0.000101345 0.000101271 0.000152622 0.000134092 9.4622e-05 0.000199017 0.000110002 0.000132116 0.000199441 4.95604e-05
threshold=-0.0068949999999999992 -0.24436499999999997 -0.0029299999999999994 0.096440000000000012 -0.082299999999999984 -0.0060199999999999993 -0.10469999999999999 0.092165000000000011 0.091295000000000015 -0.10607499999999999 -0.084034999999999985 -0.076899999999999982
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 -4 11 -7 8 9 -8 -11 -6
right_child=1 2 3 -5 5 6 7 -9 -10 10 -12 -13
leaf_value=-0.00056425155483946202 0.00060288383731618115 -0.00058634606730813721 -0.00050804398829621701 -0.0005078325748932252 -0.00057593482184544332 -0.00018601087570475826 0.000430593142538229 0.00104703400479704 0.00061861678926900952 0.00023761871820802798 -0.00079620500710994504 2.2087937401398211e-06
leaf_weight=0.0011953058839172274 0.0011241291593606607 0.0010102608283732066 0.001387570611107611 0.0011304653598499465 0.0010030614101143118 0.0014471766381601902 0.0019558455417836873 0.0011910489168647231 0.0016941522879153938 0.0015211537904708675 0.0011745839380903132 0.0011088356900105468
leaf_count=503 232 148 387 199 479 102 132 66 307 188 247 131
internal_value=0 3.33625e-05 -1.04155e-05 3.23232e-05 8.12383e-05 0.00015493 0.00025538 0.000340134 0.000207454 5.77048e-05 -0.000212838 -0.000272385
internal_weight=0 0.0157483 0.0146242 0.0136139 0.0124834 0.0110959 0.00898396 0.00753678 0.00634574 0.00465158 0.00269574 0.0021119
internal_count=3121 2618 2386 2238 2039 1652 1042 940 874 567 435 610
is_linear=0
shrinkage=0.00188464


Tree=3096
num_leaves=10
num_cat=0
split_feature=1 15 16 43 3 49 15 16 0
split_gain=3.90036e-05 5.33496e-05 5.12989e-05 9.46178e-05 6.08995e-05 3.94176e-05 7.16573e-05 0.000112164 0.000175388
threshold=0.090405000000000013 -0.042209999999999991 0.19444000000000003 -0.088704999999999992 -0.078724999999999976 -0.080089999999999981 -0.016799999999999995 -0.056919999999999991 -0.11013499999999998
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 -5 -2 7 8 -7
right_child=5 2 -4 4 -6 6 -8 -9 -10
leaf_value=-0.0094716498694315913 0.0084677045261888021 -0.011546759847388668 0.0056944585404638095 0.0058506974501582112 -0.0054085745416353444 -0.004225049508393734 0.0079947706122522454 -0.0089106908171834118 0.014313564370032804
leaf_weight=0.0010877751277642575 0.0010140882363145623 0.0011285716030968768 0.0012878776870810368 0.001502951575273422 0.0011066254666816872 0.0017606969727250853 0.0013721690585306087 0.00169943404261471 0.0011000959847719165
leaf_count=666 141 266 80 754 234 177 353 232 218
internal_value=0 -0.00215783 -0.000574914 -0.00273486 0.00107606 0.00183133 0.000696904 -0.00149902 0.00290383
internal_weight=0 0.0061138 0.00502603 0.00373815 0.00260958 0.00694648 0.0059324 0.00456023 0.00286079
internal_count=3121 2000 1334 1254 988 1121 980 627 395
is_linear=0
shrinkage=0.0364243


Tree=3097
num_leaves=10
num_cat=0
split_feature=4 160 2 0 403 12 15 3 1
split_gain=3.73093e-05 7.77786e-05 7.62869e-05 6.13691e-05 9.64805e-05 0.00010289 6.07968e-05 9.47838e-05 7.95356e-05
threshold=0.0061450000000000003 0.079055000000000014 0.10981000000000002 -0.084269999999999984 0.017340000000000005 0.085885000000000017 -0.016799999999999995 0.095270000000000007 0.10752500000000002
decision_type=2 2 2 2 2 2 2 2 2
left_child=2 6 3 -1 5 -5 7 8 -2
right_child=1 -3 -4 4 -6 -7 -8 -9 -10
leaf_value=-0.010761404954853462 -0.0059818904802699784 0.012054640291371536 0.0072897191883133181 0.0046517683768205155 0.0094820266847388153 -0.011800767731419536 0.0070967989047777706 -0.011330826067419947 0.00883233247491216
leaf_weight=0.0016864191040262605 0.0011086598364071973 0.0011108202521672716 0.0011675847358455331 0.0010486711539053374 0.001011062044689176 0.0016394819612562924 0.0015081531548853935 0.0013579263571433693 0.0013552174699907277
leaf_count=850 277 138 248 237 148 751 95 151 226
internal_value=0 0.00218064 -0.00221554 -0.00427625 -0.00131975 -0.00538249 0.000122793 -0.00262928 0.00216644
internal_weight=0 0.00644078 0.00655322 0.00538563 0.00369922 0.00268815 0.00532996 0.0038218 0.00246388
internal_count=3121 887 2234 1986 1136 988 749 654 503
is_linear=0
shrinkage=0.0410197


Tree=3098
num_leaves=11
num_cat=0
split_feature=48 4 42 47 47 3 15 43 15 12
split_gain=0.00013486 0.000131599 0.000142978 0.000142077 0.000116797 0.000160989 0.000129645 0.000175205 0.000167838 0.000260531
threshold=0.12879500000000002 0.40473500000000007 0.10194000000000002 0.11312500000000002 0.087235000000000021 0.10542000000000001 -0.094549999999999981 -0.17390999999999998 0.090455000000000021 0.084100000000000022
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 -1 -8 9 -9
right_child=-2 -3 -4 -5 -6 -7 7 8 -10 -11
leaf_value=0.00048802241779318737 -0.00066265059665012252 0.00055751243415124558 -0.00066597969565717393 0.00072028597534471643 -0.00047951807963299308 0.00055453661208627934 0.00047421676007269924 -4.9869481853894804e-05 0.00023933276511061308 -0.001048967384912619
leaf_weight=0.0013109418066541241 0.0010795299791731541 0.0016253083755714973 0.0011624159269024914 0.0010369176394538901 0.0017529666192117261 0.0019436477030124752 0.0012446922911105718 0.0019861454175990239 0.0014127194455119205 0.0018750511297848677
leaf_count=206 90 286 274 76 216 117 124 366 369 997
internal_value=0 4.02795e-05 -2.09687e-05 3.87118e-05 -2.2604e-05 5.93502e-05 -6.35774e-05 -0.000174508 -0.000327613 -0.000535045
internal_weight=0 0.0153508 0.0137255 0.0125631 0.0115262 0.0097732 0.00782955 0.00651861 0.00527392 0.0038612
internal_count=3121 3031 2745 2471 2395 2179 2062 1856 1732 1363
is_linear=0
shrinkage=0.00192234


Tree=3099
num_leaves=14
num_cat=0
split_feature=12 48 1 2 43 3 13 52 160 16 0 160 1
split_gain=9.7928e-05 0.000131472 0.000157547 0.000121562 0.000137392 0.000107017 0.000118789 0.000103107 9.19956e-05 0.000181539 0.000175423 9.28796e-05 7.02249e-05
threshold=0.11650500000000001 0.12737000000000001 0.10752500000000002 0.116525 -0.074359999999999996 0.10299500000000002 -0.084319999999999992 0.10347000000000002 0.086075000000000013 -0.056919999999999991 -0.10011499999999998 -0.0080249999999999991 0.083345000000000016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 4 -4 6 12 8 9 10 -8 -11 -1
right_child=-2 -3 3 -5 -6 -7 7 -9 -10 11 -12 -13 -14
leaf_value=-0.00086343123851023783 -0.0005735273849106859 -0.000645928236939158 0.00066328323091055486 0.00098496353776907032 -0.00021915075086156199 0.000499466375112475 0.00094032013077318213 0.00053267004749175018 -0.00059274291610030732 5.2262565128147087e-05 -9.0220966885143185e-05 -0.00075498737345773017 -0.00015390478068758566
leaf_weight=0.0010822749732117103 0.001065219622561008 0.0010005836289307133 0.001318777519668915 0.0010883230273232196 0.0013968899286844981 0.0012705926210996301 0.0011731393847190801 0.0012227711826597754 0.0011418733476591305 0.0010114955229472908 0.0013845847386987215 0.0011958127293855664 0.0010631246133770492
leaf_count=520 147 85 137 203 129 83 72 304 193 227 583 303 135
internal_value=0 4.1271e-05 8.91885e-05 0.000431271 0.000209375 -3.42062e-05 -0.000107314 1.44108e-05 -9.28726e-05 2.69144e-05 0.000382453 -0.000385066 -0.000511835
internal_weight=0 0.0153502 0.0143497 0.00380399 0.00271567 0.0105457 0.00927508 0.00712968 0.00590691 0.00476503 0.00255772 0.00220731 0.0021454
internal_count=3121 2974 2889 469 266 2420 2337 1682 1378 1185 655 530 655
is_linear=0
shrinkage=0.00196078


Tree=3100
num_leaves=12
num_cat=0
split_feature=48 0 2 403 50 3 52 4 1 47 4
split_gain=0.000111117 0.00014361 0.000188228 9.32107e-05 0.000109196 0.000142433 0.000108071 0.00018054 0.00019465 9.11422e-05 6.43687e-05
threshold=0.12879500000000002 -0.17169499999999996 0.10467500000000002 0.096440000000000012 0.088425000000000017 -0.15447499999999995 0.11434500000000002 -0.076229999999999978 0.092390000000000014 0.096300000000000011 -0.35136499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 -3 7 10 -9 -10 -7
right_child=-2 3 -4 -5 -6 6 -8 8 9 -11 -12
leaf_value=-2.1855186615996592e-05 -0.00060582245750028841 0.00070534176526455079 0.00099960621068520029 -0.00060465221175105366 -0.00060825315280935578 0.00012217803013387269 -0.00061958805813198741 -0.00066399163246465352 0.00037143807951957363 -0.00026411012884030211 0.00068428434346084718
leaf_weight=0.0015054874738854645 0.0010937265029975765 0.0010991527899987469 0.0011964652209516882 0.0010562247064995591 0.0010198357317185184 0.0014170864809825989 0.0010115142679383822 0.0018841334241301516 0.0019909296837310377 0.0014347296270413009 0.0016060462059766245
leaf_count=92 90 171 82 225 471 100 259 712 324 88 507
internal_value=0 2.85345e-05 0.000430463 -5.82085e-05 -7.85989e-06 5.07696e-05 -2.62254e-05 4.58015e-05 -0.000167703 0.000105259 0.000420798
internal_weight=0 0.0152216 0.00270195 0.0125197 0.0114634 0.0104436 0.00934444 0.00833293 0.00530979 0.00342566 0.00302313
internal_count=3121 3031 174 2857 2632 2161 1990 1731 1124 412 607
is_linear=0
shrinkage=0.00192234


Tree=3101
num_leaves=10
num_cat=0
split_feature=15 15 15 133 160 42 43 13 150
split_gain=3.79635e-05 7.20922e-05 5.26254e-05 5.4694e-05 7.8808e-05 7.87509e-05 6.69582e-05 7.15458e-05 0.000111163
threshold=-0.24436499999999997 -0.11713499999999999 -0.10091499999999999 -0.083244999999999986 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.074359999999999996 -0.099939999999999987 0.083095000000000016
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 -4 -5 -6 -7 -8 -9
right_child=1 2 3 4 5 6 7 8 -10
leaf_value=0.0081378224850461034 -0.012066731897792305 0.0098849780751877735 0.0079180621726217867 -0.01110885325947079 -0.0097679130299364592 0.0095099820104465257 0.0076931843473041529 -0.015231421260398181 0.0037468839889326024
leaf_weight=0.0010685296102251581 0.0010568593229608189 0.0010649295590592226 0.0013079974078770975 0.0015947199331189793 0.0013530471180778509 0.0018333669040730919 0.0012832887253685392 0.0012258677774607306 0.0013090254990319548
leaf_count=253 231 85 378 706 442 381 89 474 82
internal_value=0 -0.000769822 0.00031831 -0.000710004 -0.00202237 4.63231e-05 0.00239597 -0.00101995 -0.00543097
internal_weight=0 0.0120291 0.0109722 0.00990731 0.00859932 0.0070046 0.00565155 0.00381818 0.00253489
internal_count=3121 2868 2637 2552 2174 1468 1026 645 556
is_linear=0
shrinkage=0.045289


Tree=3102
num_leaves=10
num_cat=0
split_feature=1 16 43 15 15 16 0 2 4
split_gain=3.82918e-05 7.26318e-05 0.000128533 4.99551e-05 7.65218e-05 9.39894e-05 0.000108486 6.64242e-05 9.66876e-06
threshold=0.077565000000000009 0.19444000000000003 -0.08756499999999999 0.035560000000000008 -0.016799999999999995 -0.056919999999999991 -0.20211999999999997 1.0000000180025095e-35 -0.068329999999999988
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 6 -2 -8 -4
right_child=3 -3 8 -5 -6 -7 7 -9 -10
leaf_value=-0.01656291334910328 -0.0031656488620101699 0.0046042729999567662 0.0020738914461983608 -0.0046867436854952493 0.010605490677387478 -0.0058089520176836931 0.0033644673820684931 0.016147561789316835 -0.0030790511555115448
leaf_weight=0.0010447030154808494 0.0016124014413508858 0.0012617892247135222 0.0010069129357870756 0.0015406039734719053 0.0013642420244685599 0.0019549029477275914 0.0011763590206667106 0.0010727944276387189 0.0010035877126128754
leaf_count=329 99 196 552 400 257 331 176 222 559
internal_value=0 -0.00289451 -0.00599148 0.00138381 0.00268624 0.000828786 0.00418913 0.00946171 -0.000498319
internal_weight=0 0.00431699 0.0030552 0.0087213 0.0071807 0.00581646 0.00386155 0.00224915 0.0020105
internal_count=3121 1636 1440 1485 1085 828 497 398 1111
is_linear=0
shrinkage=0.0371528


Tree=3103
num_leaves=10
num_cat=0
split_feature=11 48 0 42 4 2 403 12 3
split_gain=4.00877e-05 5.26299e-05 0.000127692 6.10753e-05 0.000152316 8.62379e-05 0.000126409 9.61152e-05 0.000171104
threshold=0.081365000000000007 0.016865000000000002 -0.20211999999999997 0.086325000000000013 0.09173000000000002 0.11237500000000002 0.03138500000000001 0.084100000000000022 0.083060000000000009
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 3 -3 5 -5 6 7 8 -1
right_child=-2 2 -4 4 -6 -7 -8 -9 -10
leaf_value=0.010983022335440417 -0.0088293254844815094 -0.0038219912648970377 0.01422272690880097 -0.016297646207486298 0.0064925287696909152 0.013074345374229787 0.013392192814631493 -0.014461676322677109 -0.013682802757825969
leaf_weight=0.0014185287406670794 0.0010195422984124866 0.0015991552969851774 0.0017555422171210934 0.0015528298000570735 0.0010482624011687908 0.0010964114466847329 0.0010006931405225263 0.0014458494153595913 0.0010402435991245813
leaf_count=234 178 82 497 789 168 188 185 684 116
internal_value=0 0.000713213 0.00562097 -0.00120058 -0.00711301 0.00136181 -0.00125612 -0.00501025 0.000547544
internal_weight=0 0.0119575 0.0033547 0.00860282 0.00260109 0.00600173 0.00490531 0.00390462 0.00245877
internal_count=3121 2943 579 2364 957 1407 1219 1034 350
is_linear=0
shrinkage=0.0461948


Tree=3104
num_leaves=11
num_cat=0
split_feature=48 0 52 160 160 133 2 4 16 1
split_gain=3.84684e-05 7.81487e-05 6.62822e-05 0.000189206 0.000137632 0.000130999 0.00012097 0.000130584 0.000122782 3.25813e-05
threshold=0.11951500000000001 -0.17169499999999996 -0.013374999999999998 -1.0000000180025095e-35 -0.063384999999999983 -1.0000000180025095e-35 0.10097500000000002 -0.082109999999999975 -0.14322499999999996 0.10658000000000002
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 -1 4 -4 -3 -5 7 -7 -9 -6
right_child=-2 2 3 5 9 6 -8 8 -10 -11
leaf_value=0.0083601924088705787 -0.0080061004891871825 0.017004904933720186 -0.020380879055412124 -0.012745334557667137 -0.0074968900335983168 0.020129526863842704 -0.006918519773472259 0.011918303482323925 -0.0089908221366849853 0.0032953620030344126
leaf_weight=0.0019928057430854363 0.0010148430127707572 0.0010315582601457427 0.0010016182546242489 0.0012172691461291279 0.001023810942265363 0.0010424721724763869 0.0015054808082111014 0.001033734229722656 0.0010125042144610609 0.0010141628202214661
leaf_count=165 114 248 574 596 574 157 160 100 253 180
internal_value=0 0.000650583 -0.000904042 -0.00325 0.004303 -0.00029745 0.00300072 0.0078355 0.00157221 -0.00212631
internal_weight=0 0.0118754 0.00988261 0.00681308 0.00306953 0.00581146 0.00459419 0.00308871 0.00204624 0.00203797
internal_count=3121 3007 2842 1840 1002 1266 670 510 353 754
is_linear=0
shrinkage=0.0426769


Tree=3105
num_leaves=10
num_cat=0
split_feature=1 12 47 3 150 13 4 16 43
split_gain=3.52113e-05 8.32936e-05 6.59739e-05 0.000117434 9.85436e-05 0.000156579 0.000124012 0.000127943 0.000282583
threshold=0.12500000000000003 0.10711000000000002 0.096175000000000024 0.10299500000000002 0.086615000000000011 -0.086589999999999986 0.053180000000000012 -0.083134999999999987 -0.085474999999999982
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 -1 7 -7 -9
right_child=-2 -3 -4 -5 -6 6 -8 8 -10
leaf_value=-0.0097857871142899237 0.0050646727950374865 -0.010826525083441134 -0.008809342100071697 0.010107478332555859 -0.010953502918630795 0.011915577332103107 0.016099077685607779 0.0069424276260377522 -0.019030879251000325
leaf_weight=0.0014438467232912285 0.0016939624891380211 0.0010748539198371541 0.001030261097358611 0.0017555193028487848 0.0011573339750815198 0.001106989091688125 0.0010304771745692212 0.0014874332477893418 0.0010100366392217144
leaf_count=427 279 232 213 135 227 311 172 282 843
internal_value=0 -0.000801168 0.000274057 0.00131483 -0.000818309 0.00111132 0.00450592 0.00119156 -0.0035618
internal_weight=0 0.0110968 0.0100219 0.00899164 0.00723612 0.00607878 0.00463494 0.00360446 0.00249747
internal_count=3121 2842 2610 2397 2262 2035 1608 1436 1125
is_linear=0
shrinkage=0.0378958


Tree=3106
num_leaves=13
num_cat=0
split_feature=484 15 457 11 48 0 13 13 15 13 12 16
split_gain=0.000134324 0.000125133 0.000117243 0.000104473 0.00010789 0.000180518 0.000103632 0.000219343 0.000122164 0.00015657 0.000298865 0.000102807
threshold=-0.0068949999999999992 -0.24436499999999997 -0.0029299999999999994 0.079915000000000014 0.016865000000000002 -0.20211999999999997 -0.094514999999999988 -0.016469999999999995 -0.040439999999999997 1.0000000180025095e-35 0.051320000000000005 -0.088159999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 6 -6 11 -8 -9 -10 -11 -4
right_child=1 2 3 -5 5 -7 7 8 9 10 -12 -13
leaf_value=-0.00061053003999458617 0.00062708596915966961 -0.00060718026672021386 0.00072845898730687511 -0.0005335280402883225 -0.00015090619117550955 0.00075981840077226823 -0.00067466362314891717 -0.00042577273705803748 0.00068160324158139034 0.00055685663715663897 -0.00075694752059135301 -4.1484306160376793e-05
leaf_weight=0.0011964175784500873 0.0011193344647275538 0.0010551333646727943 0.0011022165980144605 0.0010296918804367219 0.0012733535351934222 0.0017840555174627746 0.0018647860370718736 0.0013075762218152437 0.0015562150272252235 0.0012333469434904669 0.0011351802764851468 0.0012791631494511995
leaf_count=503 232 148 91 154 40 344 807 154 346 41 206 55
internal_value=0 3.16747e-05 -1.39088e-05 3.22359e-05 7.87075e-05 0.000380519 -1.86456e-05 -0.000130558 6.33594e-05 0.00022632 -7.28193e-05 0.000314882
internal_weight=0 0.0157401 0.0146207 0.0135656 0.0125359 0.00305741 0.00947848 0.0070971 0.00523232 0.00392474 0.00236853 0.00238138
internal_count=3121 2618 2386 2238 2084 384 1700 1554 747 593 247 146
is_linear=0
shrinkage=0.00184769


Tree=3107
num_leaves=12
num_cat=0
split_feature=484 15 457 403 160 42 43 16 4 4 16
split_gain=9.50737e-05 8.13534e-05 6.80131e-05 6.79092e-05 9.7594e-05 0.000103918 7.31122e-05 0.000137168 0.000227704 0.00012346 0.000110694
threshold=-0.0068949999999999992 -0.24436499999999997 -0.0029299999999999994 0.096440000000000012 -0.082299999999999984 -0.0060199999999999993 -0.14968999999999996 0.15891500000000003 -0.0016099999999999997 0.053180000000000012 -0.29154999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 -4 -6 -7 8 -8 -10 -11
right_child=1 2 3 -5 5 6 7 -9 9 10 -12
leaf_value=-0.00053363933991467294 0.00052026016672248839 -0.00047015328166643178 -0.00040949485794434826 -0.00042123090534793191 -0.00025495756695488283 0.0006807821827294003 0.00079889895790982257 -0.00029264329365716909 -0.00047132799635246305 -8.4699566913086553e-05 0.00069693379199065335
leaf_weight=0.0011059618695793616 0.0010636634515858385 0.0010161063460015956 0.0013059326478135859 0.0010612156972830489 0.0019802703071291781 0.0010135188161901672 0.0019779217738059044 0.0017989993503344168 0.0011787618055342057 0.0014313108535346014 0.001089311983776195
leaf_count=503 232 148 387 199 610 66 476 247 87 116 50
internal_value=0 2.78223e-05 -9.98723e-06 2.64363e-05 6.67785e-05 0.000126184 0.000215086 0.000151954 0.000292837 2.22641e-05 0.000253091
internal_weight=0 0.014917 0.0138533 0.0128372 0.011776 0.0104701 0.00848982 0.00747631 0.00567731 0.00369938 0.00252062
internal_count=3121 2618 2386 2238 2039 1652 1042 976 729 253 166
is_linear=0
shrinkage=0.00184769


Tree=3108
num_leaves=9
num_cat=0
split_feature=48 4 151 15 47 1 12 12
split_gain=3.36212e-05 7.08264e-05 6.07449e-05 9.55737e-05 9.23049e-05 7.40974e-05 5.33594e-05 0.000101703
threshold=0.11951500000000001 0.40473500000000007 -0.024429999999999997 -0.10324499999999999 0.092165000000000011 0.088485000000000022 0.088305000000000008 0.092355000000000007
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 5 6 -5 -8
right_child=-2 -3 3 4 -6 -7 7 -9
leaf_value=0.0061586917520005738 -0.0070392649146939637 0.009709513933895136 -0.012979095664391383 -0.0045407652765557865 0.0099441517622653932 -0.0089060194784495346 0.01266405007373707 -0.0031733066992668457
leaf_weight=0.0018355804708711605 0.0010196921349826188 0.0012289867646758509 0.0010986871316354327 0.0019088363114370182 0.0012003980519043646 0.0018854664610547574 0.0012403710679242863 0.0013913880034436739
leaf_count=453 114 278 201 737 128 467 278 465
internal_value=0 0.000572351 -0.000490971 -0.00188991 -0.000292379 -0.00220458 0.000578171 0.00429098
internal_weight=0 0.0117897 0.0105607 0.00872515 0.00762646 0.00642606 0.0045406 0.00263176
internal_count=3121 3007 2729 2276 2075 1947 1480 743
is_linear=0
shrinkage=0.0402154


Tree=3109
num_leaves=13
num_cat=0
split_feature=41 2 484 457 12 160 42 160 16 15 15 3
split_gain=0.000121844 0.000145358 0.000131639 0.000129053 0.000106554 0.000113329 0.000153694 0.000178199 0.000190129 0.000192033 0.000298098 9.9824e-05
threshold=0.078475000000000017 -0.0091949999999999983 -0.0068949999999999992 -0.0029299999999999994 0.10832500000000002 0.099315000000000014 -1.0000000180025095e-35 -0.082299999999999984 0.15891500000000003 -0.095869999999999983 1.0000000180025095e-35 -0.059315
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 5 6 11 -8 9 -9 -11 -5
right_child=-2 2 3 4 -6 -7 7 8 -10 10 -12 -13
leaf_value=0.00072384464130017016 -0.00066566384453024092 -0.00068589063992777839 -0.00063532246901048422 -0.00069425835944959856 -0.00047092370074641932 -0.00046112817189212374 -0.00034868725111519556 0.00010994656670811106 -0.00011647595355323683 0.0014668664490424673 0.00034123408156139711 0.00010961901090406237
leaf_weight=0.0010248581946558045 0.0010078901065058701 0.0010351368753964843 0.0010151927118015368 0.0010235783217324669 0.0011927329718336649 0.0010802297918032716 0.0012707523584799783 0.0018299418598626115 0.0017491975545407008 0.0016647259465454659 0.0018198224248635458 0.0012905926103279359
leaf_count=158 148 483 148 564 190 100 333 150 227 175 365 80
internal_value=0 2.34538e-05 -2.44894e-05 2.46354e-05 7.64854e-05 0.000132153 0.000192337 0.000314032 0.000433254 0.000614191 0.000878999 -0.000245943
internal_weight=0 0.0159968 0.0149719 0.0139368 0.0129216 0.0117288 0.0106486 0.00833444 0.00706369 0.00531449 0.00348455 0.00231417
internal_count=3121 2973 2815 2332 2184 1994 1894 1250 917 690 540 644
is_linear=0
shrinkage=0.00192234


Tree=3110
num_leaves=14
num_cat=0
split_feature=403 484 42 43 15 131 16 16 160 48 0 47 0
split_gain=0.000206851 0.000211525 0.00019614 0.000224911 0.000225581 0.000138498 0.000171104 0.000255761 0.000122022 0.000150202 0.000196154 0.00018357 7.84622e-05
threshold=0.10301500000000001 -0.0068949999999999992 -0.11466499999999999 -0.15582499999999996 -0.24436499999999997 0.088610000000000008 0.15891500000000003 0.0065250000000000004 -0.030779999999999998 0.085845000000000019 -0.20211999999999997 0.089100000000000013 -0.087519999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 -5 6 7 8 -6 11 -11 12 -10
right_child=-2 2 3 4 5 -7 -8 -9 9 10 -12 -13 -14
leaf_value=-0.00069982392891459447 -0.00083498630960198057 -0.00066834482866208759 0.00075840205802648014 0.00086051096866267263 -0.00055401356830122651 -0.0005977964254488123 -0.00047923088820935722 0.0010491655284888669 0.00081332381845946212 -0.00074058501707555482 0.0003281138554209107 -0.00031220713513917568 0.00019654988486201197
leaf_weight=0.0012929643296084028 0.0010328261393715591 0.0011183387413219821 0.001884796815541657 0.0011443816125218621 0.0010399943889515557 0.0012934427904610661 0.0017665178933507957 0.0010233619516214001 0.0019842746996394417 0.0012815461350417223 0.0011641735654075447 0.0010888820516192221 0.001161389821982385
leaf_count=493 202 148 146 208 339 303 267 107 188 40 157 34 489
internal_value=0 3.33264e-05 9.27541e-05 0.000150138 6.15952e-05 -1.58613e-05 5.57552e-05 0.000163841 4.64866e-05 0.000139973 -0.00023188 0.000354742 0.000585609
internal_weight=0 0.0172441 0.0159511 0.0148328 0.012948 0.0118036 0.0105101 0.00874362 0.00772026 0.00668027 0.00244572 0.00423455 0.00314566
internal_count=3121 2919 2426 2278 2132 1924 1621 1354 1247 908 197 711 677
is_linear=0
shrinkage=0.00188464


Tree=3111
num_leaves=13
num_cat=0
split_feature=47 4 1 376 42 43 42 4 4 2 2 151
split_gain=0.000101389 0.000120746 0.000122821 9.59317e-05 0.000106678 0.000105247 0.000110482 0.000204362 9.49364e-05 0.000173453 0.000136101 0.000192092
threshold=0.13148500000000005 0.24564500000000003 0.111945 0.048375000000000008 -1.0000000180025095e-35 -0.17390999999999998 0.086375000000000021 -0.014149999999999998 0.033845000000000007 0.10045500000000002 0.084245000000000014 -0.0067699999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 4 -1 -6 8 -8 9 10 -7 -12
right_child=-2 2 -4 -5 5 6 7 -9 -10 -11 11 -13
leaf_value=-0.00056653963740743848 -0.00056238062780483494 3.8980325524037316e-06 0.00076824669160523444 0.00049615517520592038 0.00053899718780998766 0.00045399950396989675 -0.0010745396376565857 5.8433860288273393e-05 -0.00037514371816390561 0.00065373807999406081 0.00018116089147851176 -0.00095084397122027244
leaf_weight=0.0015456176250094609 0.0011150322481693333 0.0015780788809826648 0.0014173664678824355 0.0010228851406779921 0.0010207985291685881 0.0010549657922910845 0.0010374315169024326 0.0012430388119704049 0.0015792419706304184 0.0016467414782192907 0.0010862202916825858 0.001044364312378128
leaf_count=763 65 147 264 108 66 135 588 315 79 197 154 240
internal_value=0 2.63e-05 0.000365568 -5.64484e-05 -0.000106655 -3.3473e-05 -0.000100704 -0.000456978 2.60159e-05 0.000157119 -9.96038e-05 -0.000373722
internal_weight=0 0.0152768 0.00299545 0.0122813 0.0112584 0.0097128 0.008692 0.00228047 0.00641153 0.00483229 0.00318555 0.00213058
internal_count=3121 3056 411 2645 2537 1774 1708 903 805 726 529 394
is_linear=0
shrinkage=0.00188464


Tree=3112
num_leaves=14
num_cat=0
split_feature=484 15 403 457 160 42 2 2 49 12 52 4 2
split_gain=0.00012438 0.000139392 0.00012377 0.000133328 0.000185947 0.000154448 0.000130076 0.000126746 0.000194717 0.000156771 0.000221232 0.00030716 4.82299e-05
threshold=-0.0068949999999999992 -0.24436499999999997 0.096440000000000012 -0.0029299999999999994 -0.082299999999999984 -0.0060199999999999993 0.11411 0.10644500000000001 -0.047584999999999995 0.095330000000000012 0.077655000000000016 0.053180000000000012 0.081685000000000021
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 -5 12 7 8 -7 10 11 -10 -6
right_child=1 2 -4 4 5 6 -8 -9 9 -11 -12 -13 -14
leaf_value=-0.00061137107112933873 0.00067475679482524034 -0.00064164387183896106 -0.0006368558230887549 -0.00057443764239087673 -2.5951245093553071e-05 0.00083640993875634575 -0.00021611019744144605 0.00099163200297939526 -0.0007253661511294028 -0.00055859774928778989 0.00092808695212564238 0.00064725855915025979 -0.00060953502828162143
leaf_weight=0.0011989338988620249 0.0011519189336140186 0.0010099973699695597 0.0011100175245739819 0.0014086920211857012 0.0010972242958848669 0.0017047453339654201 0.0016438362890159319 0.0010757988249410211 0.0012604666969714406 0.0010960012893613796 0.0012458541183588065 0.0011540207107910289 0.0010005213539497522
leaf_count=503 232 147 200 387 150 161 185 104 276 119 155 42 460
internal_value=0 3.06316e-05 -1.94779e-05 3.05544e-05 8.40666e-05 0.000166314 0.000273845 0.000380708 0.000278986 7.91968e-05 0.000270169 -6.93108e-05 -0.000304292
internal_weight=0 0.0159591 0.0148072 0.0136972 0.0126872 0.0112785 0.00918072 0.00753689 0.00646109 0.00475634 0.00366034 0.00241449 0.00209775
internal_count=3121 2618 2386 2186 2039 1652 1042 857 753 592 473 318 610
is_linear=0
shrinkage=0.00192234


Tree=3113
num_leaves=12
num_cat=0
split_feature=42 484 43 131 16 16 151 2 13 15 3
split_gain=0.000104962 0.000118697 9.65085e-05 0.00014247 0.000109352 0.000147798 0.000111251 0.000150997 0.000176937 0.000127412 6.40889e-05
threshold=-0.11051499999999999 -0.0068949999999999992 -0.14968999999999996 0.088610000000000008 0.22339500000000004 0.0065250000000000004 -0.044604999999999992 0.088225000000000012 -0.014169999999999999 -0.074054999999999996 -0.00083499999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 5 6 -4 10 -9 -10 -8
right_child=1 2 3 -5 -6 -7 7 8 9 -11 -12
leaf_value=-0.00056678154436125554 -0.00055049363508952653 0.00046577715717622137 -0.00039714997703100044 -0.00060598208159226596 -0.00040613478486022688 0.00064895301206951094 -0.00048574034857713674 -0.00015194641044613471 0.0010807875143806944 0.00025703271191418697 0.00011950635331304534
leaf_weight=0.0010469018053703922 0.0010809471171606523 0.0017844350036869726 0.001509941338595301 0.0011032665422397699 0.0013373410841280653 0.0015987917176066534 0.0012741565216498943 0.0013591151181360679 0.0012122822283634899 0.0012529130368249125 0.0010448556508052805
leaf_count=181 481 171 266 359 259 168 591 368 101 103 73
internal_value=0 2.70617e-05 7.33853e-05 1.35017e-05 7.80432e-05 0.000148029 4.33842e-05 0.000151661 0.000372811 0.000662122 -0.00021304
internal_weight=0 0.014558 0.0134771 0.0116927 0.0105894 0.00925206 0.00765326 0.00614332 0.00382431 0.0024652 0.00231901
internal_count=3121 2940 2459 2288 1929 1670 1502 1236 572 204 664
is_linear=0
shrinkage=0.00181146


Tree=3114
num_leaves=15
num_cat=0
split_feature=41 2 484 457 133 42 43 16 16 16 160 2 15 42
split_gain=0.000120256 0.00017135 0.000116514 0.000134942 0.000113786 0.000121933 0.00013434 0.000155074 0.000119074 0.000134177 0.000113036 0.000165995 9.62109e-05 4.36315e-05
threshold=0.078475000000000017 -0.0091949999999999983 -0.0068949999999999992 -0.0029299999999999994 0.10722500000000001 -0.11051499999999999 -0.17390999999999998 -0.48836499999999994 -0.25582999999999995 0.15891500000000003 -0.080409999999999995 0.089775000000000008 -0.07490999999999999 0.083235000000000017
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 5 -5 -7 -8 -9 10 -10 13 -13 -12
right_child=-2 2 3 4 -6 6 7 8 9 -11 11 12 -14 -15
leaf_value=0.00076588302555697003 -0.00064254477602990233 -0.00063288832662768016 -0.00063701162927362381 -0.00049172942406893426 -0.00048159549549632385 0.00080801222910558107 0.00072936569171478261 -0.00057379681514869052 -0.00021983068128340636 -0.00031136542783693284 -0.00024222542583717126 0.0011865040874877192 0.0003749317904700714 0.0003108763031394522
leaf_weight=0.001041004782176713 0.0010147568347914073 0.0010414777197928085 0.0010281174885952852 0.0010295407402556066 0.0011971723044058103 0.0011103608265359321 0.0012724573488034708 0.001039216302318029 0.0013145677778370985 0.001987746485197707 0.0010236392676268953 0.0010611934407697143 0.0010151648608795194 0.0010028986014144897
leaf_count=158 148 483 148 129 344 65 130 79 305 308 330 126 163 205
internal_value=0 2.6295e-05 -2.46133e-05 2.03733e-05 7.21483e-05 0.000128059 0.000186994 0.000116029 2.36081e-05 0.000107445 0.000261113 0.000415208 0.000789713 3.14951e-05
internal_weight=0 0.0161646 0.0151236 0.0140821 0.013054 0.0118568 0.0108272 0.00971688 0.00844443 0.00740521 0.00541746 0.0041029 0.00207636 0.00202654
internal_count=3121 2973 2815 2332 2184 1840 1711 1646 1516 1437 1129 824 289 535
is_linear=0
shrinkage=0.00188464


Tree=3115
num_leaves=13
num_cat=0
split_feature=484 15 11 403 3 16 0 47 133 12 160 0
split_gain=0.000126613 0.00012337 0.000103636 8.20139e-05 0.000139282 0.000146692 0.000147142 0.000171319 0.000191303 0.000180586 0.000112948 6.30914e-05
threshold=-0.0068949999999999992 -0.24436499999999997 0.079915000000000014 0.096440000000000012 -0.11255999999999998 -0.29154999999999992 -0.10607499999999999 0.09550500000000002 0.083950000000000011 0.089885000000000007 0.086870000000000017 -0.14226499999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 -3 -6 10 8 9 -8 11 -7
right_child=1 2 -4 -5 5 6 7 -9 -10 -11 -12 -13
leaf_value=-0.00057275647714011974 0.0005883491064232019 0.00051857273650188684 -0.00055049953611013554 -0.00044033851416617245 -0.00049530694917337601 0.00093048117163374686 -0.00093064395498101819 0.00042706944140947221 0.00019206297285359267 -3.1706875031617778e-08 -9.4128801232498484e-05 0.00032553817369465393
leaf_weight=0.0011300595139588704 0.0011168454131373776 0.001779141795853448 0.0010088512675698333 0.0010437006525690776 0.0015906409253565413 0.0010035265863947984 0.001564020462260219 0.0014808782806011653 0.0017236721065638141 0.0010609138665713686 0.0010071548723227797 0.0010906385895416201
leaf_count=503 232 122 155 199 147 76 547 128 569 326 51 66
internal_value=0 3.09513e-05 -1.24209e-05 2.82588e-05 6.80191e-05 -8.16799e-06 7.8595e-05 -8.44137e-05 -0.000258595 -0.00055452 0.000384999 0.000615428
internal_weight=0 0.01547 0.0143531 0.0133443 0.0123006 0.0105214 0.0089308 0.00582948 0.00434861 0.00262493 0.00310132 0.00209417
internal_count=3121 2618 2386 2231 2032 1910 1763 1570 1442 873 193 142
is_linear=0
shrinkage=0.00174112


Tree=3116
num_leaves=11
num_cat=0
split_feature=1 16 43 14 15 15 4 0 43 3
split_gain=3.71279e-05 8.23705e-05 0.00011714 4.81709e-05 9.29298e-05 7.61466e-05 0.0001191 0.000172947 0.000148152 3.27181e-05
threshold=0.077565000000000009 0.19444000000000003 -0.08756499999999999 -0.074569999999999984 -0.10653 -0.095869999999999983 0.0061450000000000003 -0.10324499999999999 -0.0024749999999999993 -0.080634999999999984
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -2 -5 -6 8 -8 -7 -4
right_child=3 -3 9 4 5 6 7 -9 -10 -11
leaf_value=-0.01651938101631157 -0.0064347809795106828 0.0051630814890964109 0.0037722316900308949 0.011005759467695541 -0.0092086126549526508 0.0063155050011849045 0.017851562712675708 -0.0023241678792682106 -0.010839900934081119 -0.0058351603320912528
leaf_weight=0.0010538837086699945 0.0010091584766810735 0.0012818518926672323 0.001034352193369802 0.0014542247189979892 0.0010007361933486196 0.0013313960371317945 0.0012941281292664364 0.0011544504664627994 0.0015817860996929578 0.0010023477060622358
leaf_count=329 148 196 680 253 52 443 102 114 373 431
internal_value=0 -0.00291331 -0.00626307 0.00135701 0.00236296 0.000387539 0.0021786 0.00833915 -0.00299946 -0.00095598
internal_weight=0 0.00437244 0.00309058 0.00882588 0.00781672 0.0063625 0.00536176 0.00244858 0.00291318 0.0020367
internal_count=3121 1636 1440 1485 1337 1084 1032 216 816 1111
is_linear=0
shrinkage=0.0378958


Tree=3117
num_leaves=14
num_cat=0
split_feature=484 15 457 0 49 49 1 1 1 12 13 16 16
split_gain=0.000101826 0.000117511 0.000102255 8.77081e-05 0.000227228 9.77245e-05 8.05761e-05 7.97815e-05 0.000165216 8.02335e-05 0.000116052 8.57636e-05 5.0361e-05
threshold=-0.0068949999999999992 -0.24436499999999997 -0.0029299999999999994 -0.10607499999999999 -0.047584999999999995 0.0034800000000000005 0.11061500000000002 0.09253500000000002 0.12656000000000003 0.088305000000000008 -0.095304999999999987 -0.004174999999999999 -0.079109999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 -4 7 -6 9 -9 11 -11 -5 -12
right_child=1 2 3 5 6 -7 -8 8 -10 10 12 -13 -14
leaf_value=-0.00057698437746386561 0.00064891438549504745 -0.00061802186380769352 0.00084293117657891739 7.5926902683006893e-05 0.00019549699633369396 0.00048679019055607506 -0.00048646797895776151 -0.00089434112072753734 0.00014889359924244921 0.0006755451231596106 -0.00039809281260693076 -0.00070050234717594108 0.0002090764054530786
leaf_weight=0.0011628171916021309 0.0010784266531129539 0.0010281580588333639 0.0015876827347661993 0.0010726300456433031 0.0015944042962749453 0.0010071349727151348 0.0011440673206184471 0.0014006608078060813 0.0010005695117597524 0.0011222927572658364 0.0010890488975129897 0.0011160894199987578 0.0010144450011811664
leaf_count=503 232 148 121 417 190 383 49 340 49 32 268 100 289
internal_value=0 2.49576e-05 -2.25054e-05 2.40597e-05 0.000252755 -8.80774e-05 -8.94115e-05 -0.000162155 -0.000459635 -3.02278e-05 0.000166382 -0.000319996 -0.000105275
internal_weight=0 0.0152556 0.0141772 0.013149 0.00432615 0.00882287 0.00273847 0.00781574 0.00240123 0.00541451 0.00322579 0.00218872 0.00210349
internal_count=3121 2618 2386 2238 360 1878 239 1495 389 1106 589 517 557
is_linear=0
shrinkage=0.00196078


Tree=3118
num_leaves=14
num_cat=0
split_feature=12 484 12 52 16 42 48 2 47 0 13 13 0
split_gain=0.000113326 8.89566e-05 9.56704e-05 0.000199721 0.000108445 0.00014441 0.000107066 0.000143866 0.000105476 0.000141665 0.000116971 9.61433e-05 7.24672e-05
threshold=0.11650500000000001 -0.0068949999999999992 0.10345000000000001 -0.38533999999999996 0.23311500000000004 0.091545000000000015 0.085845000000000019 0.099515000000000006 0.087885000000000019 -0.18901999999999997 -0.095304999999999987 -0.016469999999999995 -0.077809999999999976
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 5 6 8 -8 9 -5 -11 -12 -13
right_child=-2 2 -4 4 -6 -7 7 -9 -10 10 11 12 -14
leaf_value=-0.00048790993571517426 -0.00060990572163269609 -0.00078890190917746135 0.00060992165973270198 0.0010274391943521052 0.00068358819452365874 -0.00054038489638671321 -0.00065581468876547641 0.00021221352255793588 -0.00029508324681216648 0.00077299453716150055 -0.00041819327255652534 -7.4783409769331224e-05 0.00056469518294224137
leaf_weight=0.0011838051295710366 0.0011416692274915574 0.0010694864819918914 0.0011653718914764683 0.001001243353049297 0.001093916607114275 0.0014527618512202309 0.0013789526839590414 0.0015697648866100922 0.0011456310295741567 0.001135900658427324 0.0011492593287038507 0.0013097782740786005 0.0014199342465482654
leaf_count=477 147 258 183 70 73 389 165 124 56 136 475 419 149
internal_value=0 2.94215e-05 7.05456e-05 2.47533e-05 9.35044e-05 3.76807e-05 0.000120742 -0.000193715 0.000250215 0.000354054 0.000219609 5.75585e-05 0.000257859
internal_weight=0 0.0160758 0.014892 0.0137266 0.0126571 0.0115632 0.0101105 0.00294872 0.00716175 0.00601612 0.00501487 0.00387897 0.00272971
internal_count=3121 2974 2497 2314 2056 1983 1594 289 1305 1249 1179 1043 568
is_linear=0
shrinkage=0.00196078


Tree=3119
num_leaves=15
num_cat=0
split_feature=124 484 48 40 1 42 2 47 474 13 48 160 4 3
split_gain=0.000164618 0.000210468 0.000165625 0.000193643 0.000185964 0.000228716 0.000207343 0.000154418 0.000112017 0.000198655 0.000145125 0.000109891 8.47738e-05 0.000187989
threshold=-0.043384999999999993 -0.0068949999999999992 0.12737000000000001 -0.063404999999999989 0.12873500000000002 0.092145000000000019 0.11474000000000002 0.09550500000000002 0.084660000000000027 -0.095304999999999987 0.091545000000000015 0.032695000000000009 -0.082109999999999975 -0.059315
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 5 6 7 8 9 -5 11 12 -11 -14
right_child=1 2 -4 4 -6 -7 -8 -9 -10 10 -12 -13 13 -15
leaf_value=0.00065482684690301534 -0.00089423311094506946 -0.00078064096657524788 -0.00077974681545041954 0.00048994305243622133 0.00088472315092943325 -0.00059280305850892918 0.00098847855366043162 0.00073918039851004482 0.00055757349369508493 -0.00018558054613286571 0.00033950441672860596 0.00012599061619508818 -0.0014337016660636341 -0.00033362667357582549
leaf_weight=0.0013058732196767611 0.0011070511132958002 0.0010242652208554042 0.0010066345281408281 0.0016468882357989672 0.0010785570182081173 0.0018898140811342877 0.001018460788310028 0.0011363516380713543 0.0010941590299391457 0.0013135759011017145 0.0011732998022681747 0.0010665219915726096 0.0010422959251893899 0.0013986989749141241
leaf_count=259 488 94 67 106 122 397 129 97 167 443 68 102 508 74
internal_value=0 -6.75974e-05 -1.00042e-05 4.20589e-05 0.000102863 3.68791e-05 0.000146149 5.92474e-05 -2.92019e-05 -0.000113223 -0.000278935 -0.000429444 -0.00058722 -0.000803355
internal_weight=0 0.0169966 0.0158895 0.0148829 0.0138586 0.0127801 0.0108903 0.00987179 0.00873544 0.00764128 0.00599439 0.00482109 0.00375457 0.00244099
internal_count=3121 2862 2374 2307 2213 2091 1694 1565 1468 1301 1195 1127 1025 582
is_linear=0
shrinkage=0.00196078


Tree=3120
num_leaves=13
num_cat=0
split_feature=484 12 12 12 2 3 3 2 0 48 4 3
split_gain=9.66613e-05 9.27831e-05 0.00010544 0.000173101 7.18252e-05 0.000101444 0.000107686 0.000198759 0.000195496 0.000151213 5.20723e-05 1.6238e-05
threshold=-0.0068949999999999992 0.11650500000000001 0.097825000000000009 0.092355000000000007 0.11548000000000001 0.097915000000000016 -0.078934999999999991 0.088225000000000012 -0.10224499999999999 0.084170000000000009 -0.082249999999999976 -0.020429999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 6 7 -2 9 -8 -9 -10
right_child=1 -3 -4 -5 -6 -7 8 10 11 -11 -12 -13
leaf_value=-0.00053877495301154891 -0.00078760924366597866 -0.00051838693942450988 0.00047612270818834845 -0.00072119729705275872 0.00042289467379413035 -0.00037244267330180137 -0.00061001451753081549 -0.00010497089417982461 0.0008778087574594657 0.00038367878571927402 0.00050164459387523619 0.00054914220959678109
leaf_weight=0.0011619134958911542 0.0011393152491434638 0.0010392873812735794 0.0019163541353399123 0.0010760968436130643 0.0017331668190890366 0.0019909634427196371 0.0010560894857014058 0.0010074351058763642 0.0010068982217986688 0.0011216099668417689 0.0010030500966669593 0.0011366596876047326
leaf_count=503 712 121 330 343 248 131 91 69 115 80 222 156
internal_value=0 2.51701e-05 6.49873e-05 7.8208e-07 7.01797e-05 5.57262e-06 0.00010631 -0.000158712 0.000299487 -9.82192e-05 0.000197675 0.000703527
internal_weight=0 0.0152269 0.0141876 0.0122713 0.0111952 0.00946202 0.00747106 0.0031498 0.00432126 0.0021777 0.00201049 0.00214356
internal_count=3121 2618 2497 2167 1824 1576 1445 1003 442 171 291 271
is_linear=0
shrinkage=0.00188464


Tree=3121
num_leaves=11
num_cat=0
split_feature=484 42 4 16 0 51 0 160 43 16
split_gain=5.35766e-05 5.4681e-05 5.86236e-05 5.55496e-05 9.81936e-05 0.000304596 0.000145996 5.31863e-05 5.97335e-05 5.09949e-05
threshold=-1.0000000180025095e-35 0.10256000000000001 0.24564500000000003 -0.014034999999999997 -0.10224499999999999 0.081440000000000026 -0.083914999999999976 -0.079009999999999983 -0.074359999999999996 -0.51370499999999997
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 -2 -6 -5 -9 -4
right_child=1 -3 9 7 6 -7 -8 8 -10 -11
leaf_value=-0.0088199098001083831 -0.024779232437502487 -0.0077499492086543715 0.0011314055759690416 0.010864259526505788 0.011902985006599521 0.0045711843138758973 -0.0067785752231790692 0.0061011878239796641 -0.0045407031392669132 0.013512482543226142
leaf_weight=0.0010062609573369468 0.0010169630098085399 0.0010998398612687083 0.0010123857789437337 0.0010920178357012311 0.0012758494376951582 0.001196101911392411 0.0013262371229570136 0.0016516748344780133 0.0016281187281281537 0.0010570725124295639
leaf_count=515 110 310 115 235 423 82 538 291 288 214
internal_value=0 0.000640824 0.00146067 0.000110243 -0.00281103 -0.00891612 0.00238133 0.00332776 0.000818458 0.00745562
internal_weight=0 0.0123563 0.0112564 0.00918696 0.00481515 0.00221306 0.00260209 0.00437181 0.00327979 0.00206946
internal_count=3121 2606 2296 1967 1153 192 961 814 579 329
is_linear=0
shrinkage=0.0394268


Tree=3122
num_leaves=10
num_cat=0
split_feature=484 1 42 151 16 15 43 52 16
split_gain=4.36061e-05 4.67082e-05 0.000103006 7.46337e-05 9.87313e-05 9.7317e-05 7.47048e-05 6.05687e-05 2.94413e-05
threshold=-1.0000000180025095e-35 0.12811000000000003 0.092395000000000019 -0.044604999999999992 -0.42170999999999997 1.0000000180025095e-35 -0.075574999999999989 -0.077024999999999996 -0.056919999999999991
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 -5 6 -6 -8 -9
right_child=1 -3 -4 4 5 -7 7 8 -10
leaf_value=-0.0075178347400289723 -0.0063980930309127087 0.0066615249494337706 -0.0086951496646378232 0.013194633302798841 0.011722167795734798 -0.0063002046219269954 0.0083712037150721619 0.0026028008353450815 -0.0057317044327671969
leaf_weight=0.0010014763398443179 0.0014704970573433188 0.0015110515307784856 0.0017036912622056732 0.001072138271950073 0.0012274473077703608 0.0018074644022132488 0.0010794487449859004 0.0010099697195532255 0.0013904795467262424
leaf_count=515 316 243 460 122 324 740 181 106 114
internal_value=0 0.000544835 -0.000314055 0.00126242 0.00274717 0.00102784 0.00384156 0.00106188 -0.00222503
internal_weight=0 0.0122722 0.0107611 0.00905745 0.00758695 0.00651481 0.00470735 0.0034799 0.00240045
internal_count=3121 2606 2363 1903 1587 1465 725 401 220
is_linear=0
shrinkage=0.0371528


Tree=3123
num_leaves=11
num_cat=0
split_feature=42 43 131 16 13 474 160 133 4 1
split_gain=0.000102784 0.000115223 0.000141052 0.000131391 0.000136006 0.000161811 0.000238709 0.000108267 0.000125075 9.61116e-05
threshold=-0.11466499999999999 -0.17390999999999998 0.088610000000000008 0.22339500000000004 -0.23438999999999996 0.084660000000000027 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.0029599999999999995 0.094385000000000011
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 -3 6 -6 -8 -9 -10
right_child=1 2 -4 -5 5 -7 7 8 9 -11
leaf_value=-0.00060655520880736273 0.00049933257975006253 0.00077329624955163709 -0.00063680299082445407 -0.00050414356763707892 -0.00075510131889226209 0.00075550092762562181 -0.000357435358990191 0.00063495328616753612 -0.0002726899190349683 0.00033438471052256382
leaf_weight=0.0010147528590975551 0.0016851069162259194 0.0010172598356087007 0.0012958708499139311 0.0014928181654283402 0.0014763909529842177 0.0010284118367585972 0.0015461716136240143 0.0018002848965290958 0.0019897475469967201 0.0018689151316102106
leaf_count=171 144 125 427 305 526 198 530 387 128 180
internal_value=0 2.53403e-05 -3.37553e-05 3.0195e-05 0.000104555 3.4494e-05 -5.09165e-05 9.33771e-05 0.000216551 2.13423e-05
internal_weight=0 0.015201 0.0135159 0.01222 0.0107272 0.00970992 0.00868151 0.00720512 0.00565895 0.00385866
internal_count=3121 2950 2806 2379 2074 1949 1751 1225 695 308
is_linear=0
shrinkage=0.00192234


Tree=3124
num_leaves=15
num_cat=0
split_feature=403 403 123 48 50 4 160 3 2 15 52 0 4 0
split_gain=0.000214316 0.000183865 0.000146786 0.000216326 0.000258081 0.000224719 0.000226685 0.000232555 0.000198179 0.00018375 0.000137124 0.000150944 0.000175399 0.000117194
threshold=0.10301500000000001 0.08332500000000001 1.0000000180025095e-35 0.12649500000000002 0.088425000000000017 0.0052350000000000009 0.088755000000000014 -0.10519499999999998 0.10672500000000001 -0.040439999999999997 -0.088204999999999992 0.047850000000000011 -0.083439999999999986 -0.10224499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 8 7 -7 10 13 -1 12 -12 -9
right_child=-2 -3 -4 -5 -6 6 -8 9 -10 -11 11 -13 -14 -15
leaf_value=-0.00093873258057901245 -0.00082219546591354587 0.0007808260352643279 0.000605764263560795 -0.00082052734353389809 -0.00086985100640334058 0.00083265121769058757 0.0011051281506360244 -0.00060587493740551091 0.00044430939900706235 0.00045735145504499636 0.00064540351593322682 -0.0008041703365305055 -0.00030910627579614901 0.00013509402896566474
leaf_weight=0.0010740504983149093 0.0010672601641071961 0.0010485628177493147 0.001201900250589665 0.0011929602170065853 0.0010824221156095605 0.0013590924896753603 0.0010100995096499477 0.0018041880840097071 0.0013489757110030087 0.0016668404059514592 0.0010051617708204316 0.0010226202375167581 0.0018987987347239886 0.001222503787848413
leaf_count=300 202 112 251 73 463 91 91 114 189 78 271 43 632 211
internal_value=0 3.00634e-05 -1.65464e-05 -6.42242e-05 -1.97825e-06 6.80621e-05 0.000294831 0.000159604 -0.000184175 -3.52885e-05 -0.000353716 -0.000193694 2.12828e-05 -0.000306592
internal_weight=0 0.0179382 0.0168896 0.0156877 0.0144948 0.0134123 0.00706272 0.00605262 0.00634961 0.00469353 0.00500063 0.00392658 0.00290396 0.00302669
internal_count=3121 2919 2807 2556 2483 2020 585 494 1435 403 1246 946 903 325
is_linear=0
shrinkage=0.00184769


Tree=3125
num_leaves=11
num_cat=0
split_feature=42 12 40 50 48 3 3 2 15 16
split_gain=3.79567e-05 5.96597e-05 5.90994e-05 7.19374e-05 0.000104028 0.000108888 9.54642e-05 7.002e-05 6.78792e-05 4.80896e-05
threshold=-1.0000000180025095e-35 0.051320000000000005 -0.0067649999999999993 0.07826000000000001 0.11280000000000003 -0.11255999999999998 0.092670000000000016 0.09167500000000002 -0.055554999999999993 -0.056919999999999991
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -2 4 5 -4 7 9 -8 -7
right_child=2 -3 3 -5 -6 6 8 -9 -10 -11
leaf_value=0.0022481088380720835 0.011696931286975231 -0.01307201493084505 0.012857393057107426 -0.011432485128882086 -0.012968271200289105 0.0049957161483847046 -0.00079565042931898635 -0.015007405331671447 0.016029784491386187 -0.0072830658620383487
leaf_weight=0.0010947779832974124 0.001048301625568745 0.0011647631754991758 0.0019369730228305593 0.0010997186193351339 0.0010020453512309393 0.0015496973059207703 0.0010169901657580485 0.0010183170793890781 0.0011170728171817634 0.001304062656892675
leaf_count=133 265 729 224 417 68 243 109 318 115 500
internal_value=0 -0.00564921 0.00105094 -6.00948e-05 0.00133803 0.00314281 9.86396e-06 -0.00440023 0.0080116 -0.000615233
internal_weight=0 0.00225954 0.0110932 0.0100449 0.00894516 0.00794311 0.00600614 0.00387208 0.00213406 0.00285376
internal_count=3121 862 2259 1994 1577 1509 1285 1061 224 743
is_linear=0
shrinkage=0.0471187


Tree=3126
num_leaves=9
num_cat=0
split_feature=52 52 4 0 1 49 1 2
split_gain=3.29226e-05 7.10808e-05 0.000117896 0.000122967 9.60274e-05 0.000102405 0.000144859 0.000154363
threshold=0.19022000000000003 0.10347000000000002 -0.35136499999999998 -0.062294999999999996 0.077565000000000009 -0.080089999999999981 0.11181500000000001 0.088850000000000012
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 -1 4 -4 -6 7 -7
right_child=-2 -3 3 -5 5 6 -8 -9
leaf_value=-0.015513955479652853 -0.0089687802393265455 0.011936683021047726 -0.012214151715952552 0.013333935226052323 0.016117550014128713 -0.0050978755288891651 -0.0146064744129543 0.017556094286345945
leaf_weight=0.0012862195458587236 0.0010400551377269468 0.0013490076341132135 0.0017812061922585247 0.0018439410385094213 0.0010715055842994009 0.0019175724709988053 0.0015799937502743314 0.001414520522613677
leaf_count=194 350 233 1169 294 115 420 207 139
internal_value=0 0.000672103 -0.000722671 0.00125728 -0.00161062 0.00154586 -0.00163275 0.00451905
internal_weight=0 0.012244 0.010895 0.00960874 0.0077648 0.00598359 0.00491209 0.00333209
internal_count=3121 2771 2538 2344 2050 881 766 559
is_linear=0
shrinkage=0.0520229


Tree=3127
num_leaves=9
num_cat=0
split_feature=52 52 160 12 160 52 15 0
split_gain=3.54544e-05 6.88604e-05 3.72527e-05 6.58814e-05 6.83329e-05 0.000155584 0.000147386 0.000137397
threshold=-0.24456499999999998 -0.081429999999999989 0.050340000000000003 0.10711000000000002 -1.0000000180025095e-35 0.096795000000000006 0.088235000000000022 -0.10151999999999999
decision_type=2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 -3 6 7 -6
right_child=1 2 -4 -5 5 -7 -8 -9
leaf_value=-0.007805771888525344 0.01016893925549912 -0.0058898930847876623 -0.0080059571015220141 -0.011207760270958836 0.0026063921055362936 0.022702591250620026 0.013549319243453787 -0.019407865430491066
leaf_weight=0.0013323252408579079 0.0016822934457056049 0.0019707373328637784 0.0015076593053995344 0.001054147519463095 0.0019754061741020425 0.0010106171545169046 0.0015652068798597818 0.0011055846820645808
leaf_count=364 407 758 216 203 197 153 271 552
internal_value=0 0.000796652 -0.00075074 0.000509197 0.00212851 0.00492199 0.00105444 -0.00529322
internal_weight=0 0.0118717 0.0101894 0.0086817 0.00762755 0.00565681 0.0046462 0.00308099
internal_count=3121 2757 2350 2134 1931 1173 1020 749
is_linear=0
shrinkage=0.0500028


Tree=3128
num_leaves=14
num_cat=0
split_feature=403 1374 457 11 159 3 3 43 15 49 0 15 13
split_gain=0.000201105 0.00016497 0.000211716 0.00020782 0.000180704 0.000267779 0.000183677 0.000207158 0.000169016 0.000139518 0.000102231 9.38121e-05 0.00013871
threshold=0.10301500000000001 -0.08070999999999999 0.088350000000000026 0.087575000000000014 0.091530000000000014 -0.10519499999999998 -0.077774999999999983 -0.067199999999999996 -0.053579999999999996 -0.014169999999999999 0.041630000000000007 -0.10469999999999999 -0.013024999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 10 -7 8 -8 -9 -3 -11 -13
right_child=-2 2 -4 -5 -6 6 7 9 -10 11 -12 12 -14
leaf_value=-0.00072946190309021908 -0.00085207460640394147 0.00035251713916843703 0.00090997381649248984 -0.00083234775445285045 -0.00059720219037604112 -0.00051464184707681227 0.0011780624476604271 -0.0006534795025695115 0.00012491437084292175 -0.00030762271030482891 0.0011538365937519513 -0.00015854300314577984 0.00062117226449617444
leaf_weight=0.001012752960718565 0.0010318805394528589 0.0012619334921645823 0.001117278138168947 0.0010131090297142717 0.0013469405031824753 0.0019914403690575481 0.0011537788802559543 0.0011615147522396896 0.0011903103867872585 0.0015208284242199666 0.0011887013943508509 0.0015799536869043479 0.0019721065285853677
leaf_count=58 202 151 115 126 314 1163 200 88 136 148 55 210 155
internal_value=0 3.86843e-05 8.58383e-05 2.59715e-05 8.64949e-05 0.000157221 2.18253e-05 0.000146363 0.000643282 -4.04754e-05 0.000741204 9.98811e-05 0.000274356
internal_weight=0 0.0175106 0.0164979 0.0153806 0.0143675 0.0130206 0.0105699 0.00857849 0.00234409 0.0062344 0.00245063 0.00507289 0.00355206
internal_count=3121 2919 2861 2746 2620 2306 2100 937 336 601 206 513 365
is_linear=0
shrinkage=0.00196078


Tree=3129
num_leaves=11
num_cat=0
split_feature=2 159 52 52 12 151 16 0 2 2
split_gain=3.41212e-05 4.84965e-05 4.98522e-05 0.000122214 8.45616e-05 8.81173e-05 8.44029e-05 9.59673e-05 0.000117215 5.16024e-05
threshold=-1.0000000180025095e-35 0.091530000000000014 -0.24164999999999998 -0.081429999999999989 0.10193000000000001 -0.0083949999999999979 -0.15241499999999997 -0.084269999999999984 0.088555000000000009 0.10005000000000001
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 5 -5 9 -8 -9 -7
right_child=1 -3 3 4 -6 6 7 8 -10 -11
leaf_value=0.0073446156956200803 -0.0082844387298351575 -0.010280154971073176 0.014911868111429997 -0.0075445050263519683 -0.012314200997926643 0.0040691470720553655 -0.011950944404476204 0.015527965183586401 -0.0039334479616408837 0.018586234625041165
leaf_weight=0.0011637689344377667 0.0012874017414175381 0.001009016254843371 0.0011725950175732096 0.0018400876044833035 0.0011142789135257678 0.0010059745069627584 0.0010301985609139645 0.0011089610197560062 0.0014845336321834221 0.001002925672480393
leaf_count=199 357 332 217 277 245 100 551 420 307 116
internal_value=0 -0.00077587 9.22402e-05 0.00119722 -0.000675583 0.00105989 0.00387083 -0.000256996 0.00438812 0.0113167
internal_weight=0 0.012056 0.011047 0.00975955 0.00858696 0.00747268 0.00563259 0.00362369 0.00259349 0.0020089
internal_count=3121 2922 2590 2233 2016 1771 1494 1278 727 216
is_linear=0
shrinkage=0.045289


Tree=3130
num_leaves=12
num_cat=0
split_feature=47 1 3 52 3 0 4 42 2 1 12
split_gain=7.79754e-05 9.08897e-05 8.17551e-05 7.92514e-05 0.000183067 0.000138919 0.00018075 6.48477e-05 5.81566e-05 5.13163e-05 4.28812e-05
threshold=0.13148500000000005 0.10752500000000002 0.11924500000000002 0.11434500000000002 0.090900000000000009 -0.084269999999999984 0.053180000000000012 0.086325000000000013 0.11144000000000001 0.08864000000000001 0.088365000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 8 4 5 6 -1 10 -3 -6 -7
right_child=-2 2 -4 -5 9 7 -8 -9 -10 -11 -12
leaf_value=-0.00086608309766915046 -0.00049730511713605939 0.00023140984359355601 -9.3501719035097628e-05 -0.00049232729516060351 0.00021175492084494322 0.00055835104716127272 4.1105418230261187e-05 -0.00021624570113124765 0.0008063299432740234 0.00080370832713341257 3.695114495242805e-05
leaf_weight=0.0017488367612878562 0.0011342987746426605 0.0015943009275268141 0.0015054053804768111 0.0014148460243728475 0.0011790639967319549 0.0011552872005566235 0.001514405421561886 0.0015081770723662331 0.0010979760762982397 0.0010003086092789104 0.0011764507542982219
leaf_count=782 65 203 159 389 48 269 178 414 173 80 361
internal_value=0 2.55504e-05 0.000265268 -6.85155e-05 -3.91795e-06 -0.000153453 -0.000445075 9.43745e-05 0.000465876 0.000483455 0.000295285
internal_weight=0 0.0148951 0.00419768 0.0106974 0.00928253 0.00710316 0.00326324 0.00383992 0.00269228 0.00217937 0.00233174
internal_count=3121 3056 535 2521 2132 2004 960 1044 376 128 630
is_linear=0
shrinkage=0.00192234


Tree=3131
num_leaves=13
num_cat=0
split_feature=41 2 403 42 131 14 15 16 1 48 15 16
split_gain=8.13475e-05 9.08273e-05 6.72133e-05 0.000135772 0.000137744 8.16662e-05 0.000158246 0.000188044 0.000111398 9.50601e-05 0.000127722 0.000246891
threshold=0.078065000000000009 -1.0000000180025095e-35 0.096440000000000012 0.09832500000000001 1.0000000180025095e-35 -1.0000000180025095e-35 -0.10653 -0.08595499999999999 0.086920000000000011 0.086665000000000006 -0.0063699999999999989 0.15891500000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 -3 -7 8 -8 10 -9 -12
right_child=-2 2 -4 -5 -6 6 7 9 -10 -11 11 -13
leaf_value=0.00052585866113445169 -0.00052249061110841812 -0.00048528148364401579 -0.00048304157366210103 0.0006201340501172394 -0.00066861187132032085 0.00068538921783157201 -2.5536512214760245e-05 -0.00052810343671126961 -0.00077123155061460116 0.00065000715135431761 0.00086676476316874598 -0.00023694394377660489
leaf_weight=0.001181302781322272 0.0010329414736081335 0.0010097185164901845 0.0010248124792550653 0.0012064568760769235 0.0011321395999020585 0.0013131950889701443 0.0013832434693906385 0.0010071356156009705 0.0014653882870085955 0.0012354754727134237 0.0012887316565441675 0.0016308483959638909
leaf_count=177 154 97 221 306 401 193 319 409 127 135 429 153
internal_value=0 2.44483e-05 -1.87955e-05 1.87481e-05 -4.45307e-05 2.38422e-05 7.89763e-05 -2.04315e-05 -0.000409136 0.000194066 5.06112e-05 0.000250244
internal_weight=0 0.0148784 0.0136971 0.0126723 0.0114659 0.0103337 0.00932402 0.00801082 0.00284863 0.00516219 0.00392672 0.00291958
internal_count=3121 2967 2790 2569 2263 1862 1765 1572 446 1126 991 582
is_linear=0
shrinkage=0.00188464


Tree=3132
num_leaves=9
num_cat=0
split_feature=1 13 52 3 0 4 47 42
split_gain=3.68505e-05 8.19587e-05 7.82709e-05 0.000132208 0.000112211 0.000144755 7.09548e-05 5.08917e-05
threshold=0.10752500000000002 -0.061684999999999997 0.11434500000000002 0.090900000000000009 -0.084269999999999984 0.053180000000000012 0.10372500000000003 0.086325000000000013
decision_type=2 2 2 2 2 2 2 2
left_child=2 -2 3 4 5 -1 -3 -6
right_child=1 6 -4 -5 7 -7 -8 -9
leaf_value=-0.020183631695596435 0.012216672575987724 0.0046595025845149775 -0.012412178731904214 0.01058544455558947 0.0070424547779001454 0.00077995873402742226 -0.0099762399292857382 -0.0046389211686872064
leaf_weight=0.0014077588040336685 0.0014356678651847301 0.0017422223048493817 0.0012128979662991771 0.0018332907620208783 0.0019283302868190509 0.001298998298631622 0.0011137563694635366 0.0012679804332838295
leaf_count=783 306 216 390 129 632 179 68 418
internal_value=0 0.00338935 -0.00171533 -3.82874e-05 -0.00333765 -0.010123 -0.00104805 0.00240844
internal_weight=0 0.00429165 0.00894926 0.00773636 0.00590307 0.00270676 0.00285598 0.00319631
internal_count=3121 590 2531 2141 2012 962 284 1050
is_linear=0
shrinkage=0.045289


Tree=3133
num_leaves=13
num_cat=0
split_feature=41 2 484 51 43 0 2 49 43 16 150 0
split_gain=9.27438e-05 9.6056e-05 8.30724e-05 7.6088e-05 8.21157e-05 0.000105176 0.00019533 0.000113498 0.000127191 0.000160508 9.41447e-05 6.58467e-05
threshold=0.078065000000000009 -1.0000000180025095e-35 -0.0068949999999999992 0.095050000000000009 0.016310000000000002 -0.10607499999999999 0.086285000000000014 -1.0000000180025095e-35 -0.074359999999999996 0.25792000000000009 0.081835000000000019 -0.043914999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 6 -4 -7 9 -9 -8 -6
right_child=-2 2 3 -5 11 7 10 8 -10 -11 -12 -13
leaf_value=0.00056503262030298859 -0.00057672828248909276 -0.00055982834154783641 0.00082892310977153558 0.00050538930173867427 -3.1956996188085639e-05 -0.00087591461896068586 -0.00040925234450446475 -0.00028368303431996713 -0.00059561626891116903 0.00073131158727631656 0.00029605501889261315 0.000602671363336582
leaf_weight=0.0011874822490405097 0.0010359485375097668 0.001001983112873194 0.0011082208694188642 0.0011597641018739934 0.001228258737978662 0.0010357452300055487 0.0018524922477021893 0.0014885350609363224 0.0015157047465203743 0.0010023684253203102 0.0011982511806692599 0.0012874183317755908
leaf_count=177 154 482 50 215 309 203 168 364 744 109 110 36
internal_value=0 2.97891e-05 -1.6007e-05 2.63095e-05 -2.11105e-05 -0.00010694 0.000123887 -0.000297328 -0.000147758 0.000124763 -0.000132226 0.000292819
internal_weight=0 0.0150662 0.0138787 0.0128768 0.011717 0.00920132 0.00415896 0.00504235 0.00400661 0.0024909 0.00305074 0.00251568
internal_count=3121 2967 2790 2308 2093 1748 328 1420 1217 473 278 345
is_linear=0
shrinkage=0.00196078


Tree=3134
num_leaves=15
num_cat=0
split_feature=403 48 50 2 159 40 3 150 16 52 16 3 1 0
split_gain=0.000133321 0.000143796 0.000222126 0.000174228 0.000436498 0.000151225 0.000254908 0.000193068 0.00016107 0.000426954 0.000129801 0.000125554 0.000116165 7.71056e-05
threshold=0.10301500000000001 0.12879500000000002 0.088425000000000017 0.11293500000000002 0.091530000000000014 -1.0000000180025095e-35 0.10299500000000002 0.086730000000000015 0.25084500000000004 0.090245000000000006 -0.056919999999999991 -0.086769999999999986 0.10612500000000001 -0.10224499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 -1 7 8 9 10 11 -7 -5 -13
right_child=-2 -3 -4 12 -6 6 -8 -9 -10 -11 -12 13 -14 -15
leaf_value=-0.00048072565977307259 -0.00067589046160470353 -0.00061193738166360253 -0.00073573434068149814 0.00013726186736866548 -0.0011319857807743671 8.3770320009093503e-05 0.00099422531797239543 -0.00054135227076974901 0.00087822525398116439 -0.00091077912072361157 -8.4853482103076531e-05 0.0005091551192698483 0.00096841017491088542 0.0012618476140816223
leaf_weight=0.0012020088773220085 0.0010350343167823848 0.0011823389339826454 0.0011363840562164879 0.0011024266926717018 0.0010528329153330239 0.0011251438798694701 0.0014229274793833681 0.0013856356182270204 0.0012216937668777812 0.0012017566831056675 0.0015304729746974007 0.0010054941501138595 0.0014241743654390062 0.0010062387440608631
leaf_count=190 202 86 491 164 216 223 77 172 195 334 311 39 227 194
internal_value=0 3.47259e-05 8.30642e-05 0.000146444 5.09628e-05 0.000163151 0.000241333 0.000114946 0.000243195 0.000111009 0.000374101 0.000598024 0.000605757 0.000885641
internal_weight=0 0.0169995 0.0158172 0.0146808 0.0121542 0.0111014 0.00989936 0.00847644 0.0070908 0.00586911 0.00466735 0.00313688 0.0025266 0.00201173
internal_count=3121 2919 2833 2342 1951 1735 1545 1468 1296 1101 767 456 391 233
is_linear=0
shrinkage=0.00192234


Tree=3135
num_leaves=13
num_cat=0
split_feature=41 2 1 151 15 43 16 47 13 52 150 12
split_gain=9.58785e-05 0.000106885 8.33058e-05 8.92154e-05 0.000131745 0.000102274 0.000125552 0.000186519 0.000176908 0.00019506 0.000183011 9.58031e-05
threshold=0.078065000000000009 -1.0000000180025095e-35 0.13869000000000004 0.06617000000000002 0.091915000000000011 -0.17390999999999998 0.22339500000000004 0.087235000000000021 -0.095304999999999987 0.091275000000000009 0.086135000000000017 0.084100000000000022
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 -3 7 8 -7 10 11 -10
right_child=-2 2 -4 -5 -6 6 -8 -9 9 -11 -12 -13
leaf_value=0.00057011954911041047 -0.0005742560734230762 0.00043056917126365018 0.00050042816756351496 0.00047911817492472298 -0.0007443336303939699 0.00078840566480173205 -0.0005977503205000335 -0.0006623084517411058 0.00065845180617288312 -0.00072770631096302513 -0.00053497868162187404 -3.6180909838477178e-05
leaf_weight=0.0012086553860713332 0.001067986460774605 0.001429080545367307 0.0010320760947917359 0.0010202955624322033 0.0011088478736574975 0.0011853894486148755 0.001680971948780024 0.0013754857383235924 0.0019361543862133385 0.0011657267282757199 0.0010431290716113747 0.0011814230847364401
leaf_count=177 154 134 100 108 446 141 353 215 225 250 147 671
internal_value=0 2.14025e-05 -2.54391e-05 -6.67856e-05 -0.000112794 -4.91164e-05 -0.00012076 -1.91025e-05 0.000116761 -3.27122e-05 0.000162008 0.000395217
internal_weight=0 0.0153672 0.0141586 0.0131265 0.0121062 0.0109974 0.00956828 0.00788731 0.00651182 0.00532643 0.00416071 0.00311758
internal_count=3121 2967 2790 2690 2582 2136 2002 1649 1434 1293 1043 896
is_linear=0
shrinkage=0.00192234


Tree=3136
num_leaves=12
num_cat=0
split_feature=41 2 457 48 15 474 160 133 0 16 133
split_gain=9.05251e-05 9.21715e-05 6.38379e-05 9.52989e-05 0.000122756 8.44873e-05 0.000147755 0.000156891 0.000103314 9.30223e-05 0.000116515
threshold=0.078065000000000009 -1.0000000180025095e-35 -0.0029299999999999994 0.093265000000000015 0.091915000000000011 0.084410000000000013 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.10096999999999999 0.38525000000000004 0.090445000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 6 -4 -8 -9 10 -10
right_child=-2 2 3 -5 -6 -7 7 8 9 -11 -12
leaf_value=0.00055130740372242464 -0.0005736898260024039 -0.0004527261951068838 -0.00062723836989271868 0.0004215012036892024 -0.00068378709282527269 0.00055432235422824255 -0.00052514083496462772 0.00058971171203990634 0.00022387729428978095 0.00040593659836486604 -0.0006257021634063966
leaf_weight=0.0011868733654941096 0.0010310996891166593 0.0011875281169786952 0.0013969987256484354 0.0019500312201371833 0.0010580811903550978 0.0010168059676624085 0.001385536632060016 0.0018653395301896029 0.0012320072192849967 0.0015679405379938859 0.0012506646319946418
leaf_count=177 154 241 407 250 440 230 517 143 197 171 194
internal_value=0 2.68054e-05 -1.79449e-05 2.26351e-05 -4.95616e-05 1.95112e-05 -4.30053e-05 6.87764e-05 0.000207874 3.20345e-05 -0.000204105
internal_weight=0 0.0150978 0.0139109 0.0127234 0.0107734 0.00971529 0.00869849 0.00730149 0.00591595 0.00405061 0.00248267
internal_count=3121 2967 2790 2549 2299 1859 1629 1222 705 562 391
is_linear=0
shrinkage=0.00196078


Tree=3137
num_leaves=15
num_cat=0
split_feature=41 2 484 457 160 133 42 16 3 160 51 16 2 0
split_gain=0.000114055 0.000124803 0.000105147 0.000187643 0.000112762 0.000187163 0.000153792 0.000128414 0.000150319 0.000168446 0.000236531 0.00016126 9.65729e-05 1.04914e-05
threshold=0.078475000000000017 -0.0091949999999999983 -0.0068949999999999992 -0.0029299999999999994 0.099315000000000014 0.10722500000000001 -0.11051499999999999 -0.48836499999999994 -0.10519499999999998 -0.080719999999999986 0.045645000000000005 -0.091354999999999978 0.079055000000000014 -0.082009999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 5 6 -5 -8 -9 -10 11 -11 -13 -14
right_child=-2 2 3 4 -6 -7 7 8 9 10 -12 12 13 -15
leaf_value=0.00067428019128242965 -0.00061362646631683956 -0.00060056979925421415 -0.00075061636337720155 -0.00048340102308600652 -0.00049941514489113903 -0.00061356297575968356 0.00087019443842474781 0.00071983589372555455 -0.00053754411827429654 -0.00062435350598351877 0.00093895712659333166 -0.0002318427551768318 0.00060718292701058467 0.00033491926646181104
leaf_weight=0.0010572050785653498 0.0010653706083353911 0.0010340376100815814 0.0010421657267549742 0.0010248290625405792 0.0010756096791479383 0.0010791153771997361 0.0012677119642751063 0.0017414518754341919 0.00129348123343348 0.0010957650802565855 0.0013333866158194776 0.0010957415043787227 0.0010581491224960636 0.0010341820298397117
leaf_count=158 148 483 148 116 104 335 129 154 323 174 154 177 266 252
internal_value=0 3.56665e-05 -8.82235e-06 3.44464e-05 9.69046e-05 0.000150249 0.000225559 0.000298802 0.000215082 8.78872e-05 0.000231906 1.18289e-05 0.00023049 0.00047261
internal_weight=0 0.0162328 0.0151756 0.0141416 0.0130994 0.0120238 0.0109447 0.00991987 0.00865216 0.00691071 0.00561722 0.00428384 0.00318807 0.00209233
internal_count=3121 2973 2815 2332 2184 2080 1745 1629 1500 1346 1023 869 695 518
is_linear=0
shrinkage=0.00192234


Tree=3138
num_leaves=9
num_cat=0
split_feature=11 48 0 1 15 42 52 13
split_gain=3.51934e-05 5.963e-05 0.000150768 5.94864e-05 7.47558e-05 0.000107558 3.81331e-05 5.51517e-05
threshold=0.081365000000000007 0.016865000000000002 -0.20211999999999997 0.11323000000000001 -0.0072999999999999992 0.086325000000000013 0.090245000000000006 -0.0034749999999999994
decision_type=2 2 2 2 2 2 2 2
left_child=1 3 -3 4 -1 6 7 -6
right_child=-2 2 -4 -5 5 -7 -8 -9
leaf_value=-0.011896329595881232 -0.0087254550795080356 -0.004577084089546977 0.015670010432573208 0.0062150746766716095 0.013749792972095144 -0.011620738369371088 -0.0038301991289705862 -0.00070455025547369447
leaf_weight=0.0018946322290099363 0.0010426452426472591 0.0016874508468291971 0.0018558908937429787 0.0018922248168070296 0.0014187247388645547 0.0014794790504629295 0.0010429007824166725 0.001147471043502091
leaf_count=766 178 82 497 301 335 536 163 263
internal_value=0 0.000651509 0.00602771 -0.00149483 -0.00358397 -0.000489024 0.00407421 0.00728655
internal_weight=0 0.0124188 0.00354334 0.00887543 0.00698321 0.00508858 0.0036091 0.0025662
internal_count=3121 2943 579 2364 2063 1297 761 598
is_linear=0
shrinkage=0.0490223


Tree=3139
num_leaves=11
num_cat=0
split_feature=2 159 160 12 49 16 15 4 43 13
split_gain=3.57871e-05 4.62624e-05 5.02151e-05 7.15204e-05 9.10248e-05 0.000105501 9.49351e-05 0.000124894 8.70618e-05 5.14407e-05
threshold=-1.0000000180025095e-35 0.091530000000000014 0.088405000000000011 0.10388500000000002 -0.00064499999999999985 -0.095094999999999985 -0.055554999999999993 -0.077834999999999988 -0.084004999999999982 -0.016469999999999995
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 -2 -6 8 -8 -9
right_child=1 -3 -4 -5 6 -7 7 9 -10 -11
leaf_value=0.0074496746861055039 0.0026248748878487703 -0.0099620684991906482 0.007613800836381697 -0.011372712243191469 -0.0054276784478780177 -0.017288437635262534 0.0077482094126421312 0.0073147626260066803 -0.010131388950077317 0.021454210117937952
leaf_weight=0.0011858894306720847 0.0010602788661180102 0.0010327558914009502 0.0015528432802537828 0.0012277697817594168 0.0018654977349988541 0.0011244068713767439 0.0011871468479565084 0.0010134661878081347 0.0010550247023220645 0.0011011723986901183
leaf_count=199 109 332 206 270 547 277 143 296 651 91
internal_value=0 -0.000790683 5.59505e-05 -0.00116215 0.00032901 -0.00762404 0.00312137 0.0067819 -0.000664803 0.0146777
internal_weight=0 0.0122204 0.0111876 0.00963476 0.00840699 0.00218469 0.00622231 0.00435681 0.00224217 0.00211464
internal_count=3121 2922 2590 2384 2114 386 1728 1181 794 387
is_linear=0
shrinkage=0.045289


Tree=3140
num_leaves=10
num_cat=0
split_feature=42 40 457 157 16 42 2 2 12
split_gain=3.81692e-05 5.90896e-05 7.7127e-05 9.38998e-05 7.57147e-05 8.60506e-05 0.000165123 9.90505e-05 5.23341e-05
threshold=-1.0000000180025095e-35 -0.0067649999999999993 0.080930000000000016 -1.0000000180025095e-35 -0.36241499999999999 0.088915000000000008 0.10045500000000002 0.080205000000000012 0.051320000000000005
decision_type=2 2 2 2 2 2 2 2 2
left_child=8 -2 3 -3 -5 6 7 -6 -1
right_child=1 2 -4 4 5 -7 -8 -9 -10
leaf_value=0.0018357735140746641 0.01201212572554824 -0.015314922118765775 0.0096507693570426056 -0.008778426272424587 0.0094985534545468965 -0.0059645646839099507 0.019910072441445915 -0.0098765301449969273 -0.012722743033122156
leaf_weight=0.0010998382177452872 0.0010403259264022352 0.0010490404680318401 0.0015996099507393146 0.0017182674956060509 0.0011516218100299513 0.0017894556971311997 0.0014066786310409918 0.0012946440688677823 0.0011846962271421543
leaf_count=133 265 432 166 206 104 594 151 341 729
internal_value=0 0.00111046 -2.26081e-05 -0.00186258 5.46438e-05 0.00274456 0.00678941 -0.000755376 -0.00571387
internal_weight=0 0.0110496 0.0100093 0.00840971 0.00736067 0.0056424 0.00385294 0.00244627 0.00228453
internal_count=3121 2259 1994 1828 1396 1190 596 445 862
is_linear=0
shrinkage=0.0480611


Tree=3141
num_leaves=14
num_cat=0
split_feature=123 48 50 12 3 4 13 1 52 2 2 0 15
split_gain=0.000124553 0.00015016 0.000173604 0.000167626 0.000258489 0.000207629 0.000213105 0.000182656 0.000182325 0.00016695 0.000121924 0.000172513 0.000104558
threshold=1.0000000180025095e-35 0.12649500000000002 0.088425000000000017 -0.029094999999999999 0.092670000000000016 0.076415000000000025 -0.023499999999999997 0.10956 -0.077024999999999996 0.10613000000000002 0.095195000000000016 -0.077809999999999976 -0.096999999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 6 -5 -7 -6 -10 11 12 -8
right_child=-2 -3 -4 4 8 7 10 -9 9 -11 -12 -13 -14
leaf_value=-0.00066885894033830281 0.00059265771291099349 -0.00077441036683772904 -0.00069497323154449656 -0.00079858743990640245 0.0012754675362988213 -3.2340845624475966e-05 0.00032253957087259951 0.00097581791408271948 0.00086129370045195659 -0.00016963835003590947 -0.00056734462775347421 0.00079063051852546048 -0.00053323187131513702
leaf_weight=0.0011298929150245123 0.0012109008103541137 0.0010553232503196222 0.0012983900237140454 0.0018982677708438145 0.0010138915710826701 0.001651194609115442 0.0010015609758717015 0.0011880742195580912 0.0010834986839083358 0.0013644601787652366 0.0011473762732938288 0.001145792169283628 0.0012145391396248231
leaf_count=142 265 77 505 945 75 160 64 83 53 78 212 86 376
internal_value=0 -5.92903e-05 -9.43327e-06 5.48869e-05 0.000119233 -5.18706e-05 -0.000247456 0.000389517 0.000576262 0.000286666 -1.54454e-05 0.000172912 -0.000146468
internal_weight=0 0.0161923 0.0151369 0.0138385 0.0127087 0.00924681 0.00640754 0.00283927 0.00346185 0.00244796 0.00450927 0.00336189 0.0022161
internal_count=3121 2856 2779 2274 2132 1926 1683 243 206 131 738 526 440
is_linear=0
shrinkage=0.00196078


Tree=3142
num_leaves=9
num_cat=0
split_feature=474 160 133 151 4 42 4 16
split_gain=4.15501e-05 7.99344e-05 0.00010699 6.91747e-05 0.00013791 8.54308e-05 0.000100309 9.75633e-05
threshold=0.084660000000000027 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.0083949999999999979 0.24564500000000003 0.088200000000000014 0.033845000000000007 -0.034884999999999992
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 5 6 7 -5
right_child=-2 2 3 4 -6 -7 -8 -9
leaf_value=-0.011698046190399793 0.010352760577086614 -0.012529339248733028 -0.0066638865875744795 0.015078933608282403 0.024184454448376868 0.014146875481496079 -0.012084683644522658 -0.0048082158856706213
leaf_weight=0.0018069728473098746 0.0010729830466149346 0.0015458285799763065 0.0017413298006434905 0.0014572783782690561 0.0010406589121562749 0.0014509825415868855 0.0016600288508956951 0.0015531764010861347
leaf_count=736 344 707 270 242 169 326 88 239
internal_value=0 -0.000976675 0.00087735 0.00320504 0.00560447 0.00244584 -0.00118933 0.00481861
internal_weight=0 0.0122563 0.0104493 0.00890345 0.00716213 0.00612147 0.00467048 0.00301045
internal_count=3121 2777 2041 1334 1064 895 569 481
is_linear=0
shrinkage=0.0552071


Tree=3143
num_leaves=13
num_cat=0
split_feature=42 376 47 50 4 47 3 43 16 2 2 0
split_gain=8.73454e-05 0.000124494 9.45217e-05 0.000119558 0.000145765 9.35359e-05 0.000114302 0.000162729 0.000226919 0.00011924 0.000242595 7.45278e-05
threshold=-0.11466499999999999 1.0000000180025095e-35 0.11893500000000001 0.089390000000000011 0.24564500000000003 0.087235000000000021 0.10542000000000001 -0.17390999999999998 0.064860000000000015 0.088225000000000012 0.092875000000000013 -0.15202999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 6 7 -2 9 -9 -11 -6
right_child=1 -3 -4 -5 11 -7 -8 8 -10 10 -12 -13
leaf_value=-0.00053899583460048325 0.0005917977286304545 0.00068652367906895935 -0.00058104274219272344 -0.00055471980487803419 0.00017494951502400202 -0.00051148422315367868 0.00048131715409835142 -0.00044085851874427347 -0.0010029744456636772 0.00068362145852590348 -0.00048545020937169978 0.00086933886155550998
leaf_weight=0.0010522223325382133 0.0011552494058895716 0.0010077646137209928 0.0010048945381200278 0.0011721663565109766 0.0011328724927027641 0.0012247460676781249 0.0018335119756623941 0.001513443761111307 0.0010539631291256691 0.0016920314949439713 0.00107118740954372 0.0011520012644059474
leaf_count=171 90 161 96 468 77 182 101 727 290 228 293 237
internal_value=0 3.39383e-05 -1.30166e-05 3.08877e-05 8.8917e-05 -1.54938e-05 5.75238e-05 -6.22796e-05 -0.000204031 -7.13493e-06 0.00023042 0.000525051
internal_weight=0 0.0150138 0.0140061 0.0130012 0.011829 0.00954413 0.00831939 0.00648588 0.00533063 0.00427666 0.00276322 0.00228487
internal_count=3121 2950 2789 2693 2225 1911 1729 1628 1538 1248 521 314
is_linear=0
shrinkage=0.00192234


Tree=3144
num_leaves=14
num_cat=0
split_feature=403 1374 457 11 124 52 15 3 15 51 3 2 16
split_gain=0.000128687 0.000107511 0.000258505 0.000168092 0.000108456 0.000177462 0.000123666 0.000114759 0.000162957 0.000200485 0.000245602 0.000106551 8.46773e-05
threshold=-1.0000000180025095e-35 -0.08070999999999999 0.088350000000000026 0.081790000000000015 -0.043384999999999993 -0.092399999999999982 0.095175000000000023 -0.10519499999999998 0.088235000000000022 0.081440000000000026 -0.042499999999999989 0.10613000000000002 -0.032969999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 -3 -6 7 -7 9 10 -9 12 -12
right_child=1 2 -4 -5 5 6 -8 8 -10 -11 11 -13 -14
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leaf_weight=0.0011020860197497309 0.0010013872288701054 0.0011374262038413374 0.0011011598118797284 0.0011284862526350905 0.0019178447449903586 0.0016078434889213811 0.0010333011689051047 0.0010826327625396183 0.0014762169532139269 0.0012494179891609771 0.0010457906874923499 0.0018185284074385012 0.0010776517837898453
leaf_count=756 58 216 115 166 427 105 221 500 127 191 68 113 58
internal_value=0 4.07057e-05 7.9715e-05 1.18633e-05 7.16683e-05 1.9188e-05 0.000118348 0.000188033 9.10725e-05 -4.41383e-05 -0.000215495 7.23553e-06 0.000299713
internal_weight=0 0.0166777 0.0156763 0.0145751 0.0134467 0.0123092 0.0103914 0.00935808 0.00775024 0.00627402 0.0050246 0.00394197 0.00212344
internal_count=3121 2365 2307 2192 2026 1810 1383 1162 1057 930 739 239 126
is_linear=0
shrinkage=0.00192234


Tree=3145
num_leaves=11
num_cat=0
split_feature=41 484 1 13 3 3 2 15 4 3
split_gain=5.23824e-05 5.26153e-05 5.16338e-05 8.82888e-05 7.27926e-05 6.36907e-05 8.47486e-05 8.25546e-05 0.000126174 4.11927e-05
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decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 -4 9 -1 7 8 -7 -5
right_child=-2 -3 3 4 -6 6 -8 -9 -10 -11
leaf_value=0.0076630724819713933 -0.010004046517703495 0.0094816470391490028 0.015111566645183689 -0.0010891596437686414 -0.0091281916235887925 -0.015058541926951321 -0.012163141773990738 0.0083997576960336915 0.0063356828797420349 0.011181468415847389
leaf_weight=0.001016871852663334 0.0010023774492460705 0.0012728660990221708 0.0010364612764226329 0.0011705640864696039 0.0011719620119534646 0.00129893701672821 0.0019915002616867107 0.001338713827951094 0.0010012314318516066 0.0010778277523661216
leaf_count=110 173 329 225 215 78 805 544 393 97 152
internal_value=0 0.000760125 -0.000239629 0.00353199 2.30596e-05 -0.0027684 -0.00465237 -0.000541853 -0.00574593 0.0047931
internal_weight=0 0.0123769 0.0111041 0.00445682 0.00342035 0.00664725 0.00563038 0.00363888 0.00230017 0.00224839
internal_count=3121 2948 2619 670 445 1949 1839 1295 902 367
is_linear=0
shrinkage=0.045289


Tree=3146
num_leaves=10
num_cat=0
split_feature=133 13 160 52 52 15 15 42 3
split_gain=3.98799e-05 9.34037e-05 5.11612e-05 8.10701e-05 0.000125443 0.000104989 9.02038e-05 7.99706e-05 8.89348e-05
threshold=0.10622000000000002 -0.23438999999999996 0.099315000000000014 -0.087769999999999987 -0.031059999999999997 -0.11713499999999999 -0.03241999999999999 0.091295000000000015 -0.059315
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 -5 -6 -7 8 -8
right_child=-2 2 -4 4 5 6 7 -9 -10
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leaf_weight=0.0012817937594530046 0.0010115545839786107 0.0019721256827681033 0.0010070252723418565 0.0011756092055504137 0.001354278852440537 0.001799506620264082 0.0015596292975402219 0.0011270150594780495 0.001022747469723328
leaf_count=157 435 505 213 202 269 352 753 159 76
internal_value=0 0.000668594 -0.000677534 0.000301272 0.00231991 -2.15633e-05 0.00275574 -0.0012807 -0.00567371
internal_weight=0 0.0122997 0.0110179 0.0100109 0.00803879 0.00686318 0.0055089 0.00370939 0.00258238
internal_count=3121 2686 2529 2316 1811 1609 1340 988 829
is_linear=0
shrinkage=0.045289


Tree=3147
num_leaves=9
num_cat=0
split_feature=15 15 131 151 47 13 1 0
split_gain=3.4554e-05 7.18792e-05 6.24086e-05 9.83289e-05 8.12055e-05 0.000109073 0.000124581 5.74289e-05
threshold=-0.24436499999999997 -0.11713499999999999 0.088495000000000004 -0.024429999999999997 0.09550500000000002 -0.010094999999999998 0.086560000000000012 -0.083914999999999976
decision_type=2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 5 7 -7 -5
right_child=1 2 -4 4 -6 6 -8 -9
leaf_value=0.0082650566224105222 -0.012733143740782169 0.011440812510282295 -0.010591758998329356 0.010853623771324669 0.010946298977084025 0.001003556897284757 -0.016722831052173575 -0.0019407569983869886
leaf_weight=0.0010641390673664783 0.0010585411408863309 0.0018873449553187269 0.001082213736996432 0.0014385484468802411 0.00117641170569837 0.0017271595608600418 0.0019494609860945611 0.0018557355949166583
leaf_count=253 231 403 372 551 91 425 249 546
internal_value=0 -0.000765991 0.000373513 0.00155609 -0.000733728 -0.00270485 -0.00839554 0.0036463
internal_weight=0 0.0121754 0.0111169 0.0100347 0.00814732 0.0069709 0.00367662 0.00329428
internal_count=3121 2868 2637 2265 1862 1771 674 1097
is_linear=0
shrinkage=0.0480611


Tree=3148
num_leaves=10
num_cat=0
split_feature=1 0 15 150 151 16 16 52 4
split_gain=3.3453e-05 9.5972e-05 0.000129718 5.36184e-05 9.55313e-05 9.55065e-05 8.22987e-05 0.00010648 4.76128e-05
threshold=0.077565000000000009 0.024095000000000002 0.083935000000000023 0.081835000000000019 -0.016164999999999995 -0.36241499999999999 -0.056919999999999991 -0.013374999999999998 0.053180000000000012
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 -1 5 -5 -2 8 -8 -7
right_child=3 -3 -4 4 -6 6 7 -9 -10
leaf_value=-0.023076290718873974 -0.012525831025282798 0.004878105228783289 -0.00040225571155647337 0.019241178614534192 -0.001591201068469791 0.0025768626037904092 0.0045703418422919345 -0.013957133372059897 0.016618661177514843
leaf_weight=0.0010382646173587079 0.0012748090073070213 0.0018592460101810038 0.0014576454795747929 0.0010256696145889304 0.0010924338152200762 0.0012010035416917951 0.0018650221668174548 0.0012418198473565342 0.0011228946064131967
leaf_count=857 212 83 696 195 106 312 386 198 76
internal_value=0 -0.0035535 -0.00983435 0.00169727 0.00849666 -0.000450474 0.00238409 -0.00283518 0.00936178
internal_weight=0 0.00435516 0.00249591 0.00882365 0.0021181 0.00670555 0.00543074 0.00310684 0.0023239
internal_count=3121 1636 1553 1485 301 1184 972 584 388
is_linear=0
shrinkage=0.0490223


Tree=3149
num_leaves=15
num_cat=0
split_feature=403 11 47 42 403 124 51 15 3 1 16 49 12 13
split_gain=0.000202583 0.000190075 0.000198698 0.000235123 0.000181783 0.000195686 0.000187029 0.000250207 0.000208155 0.000128862 0.000172242 0.000139501 0.000214058 6.79974e-05
threshold=0.10301500000000001 0.087830000000000005 0.13148500000000005 0.09832500000000001 0.03138500000000001 -0.027784999999999997 -0.076794999999999988 -0.10653 0.096675000000000011 0.086560000000000012 -0.059624999999999991 -0.012034999999999999 0.086915000000000006 -0.42195999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 -1 -7 -8 9 11 -11 -9 -13 -10
right_child=-2 -3 -4 -5 -6 6 7 8 13 10 -12 12 -14 -15
leaf_value=0.00082725020386285853 -0.00082416700461574225 -0.00074783004577613495 -0.00063905515492473767 0.0009015336363238372 0.00085035425671597757 -0.00066377941954092715 0.00066276239796908239 0.00051728702346323717 0.00070508199791956684 -0.001154744278938073 -9.3594166667045561e-05 0.00024380352939394335 -0.00098060030214345553 9.1387131956254054e-05
leaf_weight=0.0010070246435831551 0.0010611097647495833 0.001061722305317119 0.0012713571138882598 0.0014041088256277505 0.0010370273153324358 0.0016132657977372946 0.0019360087429084712 0.0010009749740877297 0.0010352329905198854 0.0012507545613425495 0.001031355378521821 0.0010807266823992011 0.0010310216861211296 0.001876637620029431
leaf_count=200 202 121 52 351 144 392 229 94 32 181 160 383 481 99
internal_value=0 4.06759e-05 9.11826e-05 0.000151846 7.61159e-05 1.36961e-05 -5.54057e-05 4.04155e-05 -0.000104632 -0.000328198 -0.000675178 -7.3808e-05 -0.000353989 0.000309569
internal_weight=0 0.0176372 0.0165755 0.0153041 0.0139 0.012863 0.011856 0.0102427 0.0083067 0.00539483 0.00228211 0.00311272 0.00211175 0.00291187
internal_count=3121 2919 2798 2746 2395 2251 2051 1659 1430 1299 341 958 864 131
is_linear=0
shrinkage=0.00192234


Tree=3150
num_leaves=14
num_cat=0
split_feature=403 403 42 16 160 474 43 42 151 47 16 2 4
split_gain=0.00013817 0.000139667 0.000148132 0.000167326 0.000117766 0.000298175 0.000167903 0.000134059 0.000121924 0.000188364 0.000157394 0.000163278 4.07187e-05
threshold=0.10301500000000001 0.03138500000000001 -1.0000000180025095e-35 0.0028900000000000006 -1.0000000180025095e-35 0.084660000000000027 -0.14968999999999996 0.092145000000000019 -0.0083949999999999979 0.09550500000000002 -0.071854999999999988 0.098035000000000011 0.0037800000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 -4 -6 8 -8 10 12 -12 -10
right_child=-2 -3 4 -5 6 -7 7 -9 9 -11 11 -13 -14
leaf_value=-0.0010303732529685801 -0.0006971028456104198 0.00063557108726227166 -0.00072187903462047904 4.9584491985437265e-05 0.00084556120367225787 0.00052018389083451902 -0.00029087823877835939 -0.00045852834498236281 0.00023994603041049855 0.00099664308413041809 -0.00071721866458172477 0.00020872478311215103 0.00075429372801649275
leaf_weight=0.0010335885130490921 0.0010005364854199636 0.0012283973699786987 0.0019347314458426313 0.0010051180351708031 0.001081965858885643 0.0010640702463570947 0.0016703000262621491 0.0014819080522733346 0.001048052318911996 0.0010828129403861464 0.0011357058365180457 0.0016726320781602633 0.0011427928637618464
leaf_count=551 202 174 585 132 72 194 233 354 137 76 151 152 108
internal_value=0 2.40744e-05 -2.48494e-05 -0.000497935 4.75866e-05 -0.000281156 0.000143148 6.08472e-05 0.00016013 0.00028399 0.000129631 -0.000165731 0.000508241
internal_weight=0 0.0165821 0.0153537 0.00203871 0.013315 0.0029988 0.0103162 0.0092342 0.0077523 0.006082 0.00499918 0.00280834 0.00219085
internal_count=3121 2919 2745 683 2062 779 1283 1211 857 624 548 303 245
is_linear=0
shrinkage=0.00188464


Tree=3151
num_leaves=15
num_cat=0
split_feature=50 47 158 4 1 159 0 52 15 13 48 52 4 16
split_gain=0.00018163 0.000237312 0.00023738 0.000197581 0.000230884 0.000143568 0.00013171 0.000183745 0.000200689 0.000186323 0.00021176 0.000130403 0.000150558 0.000128796
threshold=0.10124500000000002 0.13148500000000005 0.07968500000000002 0.24564500000000003 0.111945 0.076905000000000015 0.18019500000000002 0.10160000000000001 -0.095869999999999983 -0.095304999999999987 0.091545000000000015 1.0000000180025095e-35 0.0082450000000000006 -0.077074999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 5 -5 6 7 8 -1 -10 11 12 13 -11
right_child=-2 -3 -4 4 -6 -7 -8 -9 9 10 -12 -13 -14 -15
leaf_value=-0.00059057912627063635 -0.00079784796449620151 -0.00085124592886779186 -0.00081288541847057986 0.00013102480153893043 0.0012441077035851545 0.0006796240693126435 0.0006500457910899863 -0.00067536626836354021 0.00080680742252553365 -0.00021082280061194915 0.00070861894323988534 0.0003202583195087494 0.00016002824113317543 -0.001191319984913278
leaf_weight=0.0016296922455819509 0.0010468035645890021 0.0010747972713184275 0.0010312589891307662 0.0016314457289938748 0.0012775044744048514 0.0012750710322532921 0.0010488650319817059 0.0016709054961473258 0.0014242977166872292 0.001001069043034654 0.001327460398769853 0.0014044005489406465 0.0011922538676760221 0.0010609724361972238
leaf_count=174 375 37 359 107 188 219 25 297 82 199 81 414 92 472
internal_value=0 4.22549e-05 9.88276e-05 0.000157798 0.00061985 5.46837e-05 -1.30756e-05 -7.80109e-05 3.23993e-05 0.000169404 1.77448e-05 -0.000179115 -0.00039462 -0.000715313
internal_weight=0 0.01805 0.0169752 0.0159439 0.00290895 0.013035 0.0117599 0.0107111 0.00904015 0.00741045 0.00598616 0.0046587 0.0032543 0.00206204
internal_count=3121 2746 2709 2350 295 2055 1836 1811 1514 1340 1258 1177 763 671
is_linear=0
shrinkage=0.00196078


Tree=3152
num_leaves=14
num_cat=0
split_feature=42 123 48 4 2 2 2 0 2 12 16 13 2
split_gain=0.000126124 0.000122072 0.000138025 0.000142607 0.000143052 0.000229146 0.000222658 0.000278684 0.000111301 0.000187627 0.000124921 0.000166787 6.61681e-05
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decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 8 -6 -8 9 10 -5 -12 -13
right_child=1 -3 -4 4 6 -7 7 -9 -10 -11 11 12 -14
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leaf_weight=0.001107510918883641 0.0012899970425923604 0.0010338014984484509 0.0010223389897621301 0.0013246383243646753 0.0010167178327991 0.0010569962189471782 0.0011439273578508491 0.0019404806773851459 0.0015360775248552012 0.0012552758792822739 0.0010781049487966462 0.0010417631761833078 0.0011004696854566834
leaf_count=171 140 254 75 276 155 257 56 382 177 119 679 114 266
internal_value=0 2.80207e-05 -1.56953e-05 3.38589e-05 9.54532e-05 -4.55091e-05 0.000383945 0.000131823 7.26906e-05 -4.67695e-05 -0.000224908 -2.45168e-05 0.000279752
internal_weight=0 0.0158406 0.0148068 0.0137844 0.0124945 0.00839333 0.00410113 0.00308441 0.00733633 0.00580025 0.00454498 0.00322034 0.00214223
internal_count=3121 2950 2696 2621 2481 1888 593 438 1631 1454 1335 1059 380
is_linear=0
shrinkage=0.00188464


Tree=3153
num_leaves=10
num_cat=0
split_feature=147 11 13 159 3 16 52 0 0
split_gain=3.36594e-05 5.74616e-05 5.41755e-05 6.84125e-05 8.21223e-05 0.000104662 0.000158507 6.32248e-05 0.000154326
threshold=1.0000000180025095e-35 0.079915000000000014 -0.15714499999999998 0.082585000000000006 0.097915000000000016 0.23311500000000004 0.090245000000000006 -0.10607499999999999 -0.084269999999999984
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 6 7 -4 -9
right_child=-2 -3 3 -5 -6 -7 -8 8 -10
leaf_value=0.010243075373975945 0.0097129022026817939 -0.013898653994215445 0.014405488728057343 -0.014675693675452446 -0.010735867078367203 0.019768422991419034 -0.015938341515504065 -0.015220401431926347 0.012680223649333517
leaf_weight=0.0015511877839537299 0.001069182310156915 0.001029979685921654 0.0016976565314074932 0.0011189859295807963 0.0017395190212304013 0.0010670201632378426 0.0014933137761034164 0.001183120246812483 0.0014625262971460391
leaf_count=159 183 190 134 356 105 246 587 555 606
internal_value=0 -0.000910453 0.000272009 -0.00131238 0.000417704 0.00322809 0.000204266 0.00575441 0.0002032
internal_weight=0 0.0123433 0.0113133 0.00976214 0.00864316 0.00690364 0.00583662 0.0043433 0.00264565
internal_count=3121 2938 2748 2589 2233 2128 1882 1295 1161
is_linear=0
shrinkage=0.0574375


Tree=3154
num_leaves=9
num_cat=0
split_feature=4 42 43 4 4 52 49 12
split_gain=3.56132e-05 5.13307e-05 7.96282e-05 9.90507e-05 9.39164e-05 0.000124997 4.82858e-05 0.000116168
threshold=0.27044500000000005 0.092395000000000019 0.15359500000000004 0.071150000000000005 0.0061450000000000003 -0.088204999999999992 -0.0020949999999999996 0.084100000000000022
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 -1 -7 -8
right_child=-2 -3 -4 -5 -6 6 7 -9
leaf_value=-0.016021735255264107 0.0060184986054146843 -0.0083824307980090822 0.012433838733580388 -0.011189176562667049 0.010870369667797699 -0.0059203508355548818 0.015967251405936717 -0.0031494089589534243
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leaf_count=454 365 535 160 148 177 268 225 789
internal_value=0 -0.00102444 0.000323787 -0.00117983 0.00136406 -0.00182106 0.00196759 0.00530535
internal_weight=0 0.0114879 0.00970891 0.00863657 0.00688638 0.00515814 0.00407181 0.00286113
internal_count=3121 2756 2221 2061 1913 1736 1282 1014
is_linear=0
shrinkage=0.0471187


Tree=3155
num_leaves=10
num_cat=0
split_feature=474 160 43 42 52 49 4 16 42
split_gain=3.46723e-05 7.36385e-05 0.000109658 0.000117475 9.73824e-05 0.000136815 0.000151191 0.000117048 5.38775e-05
threshold=0.084660000000000027 -1.0000000180025095e-35 0.16180500000000003 -1.0000000180025095e-35 0.077655000000000016 -0.081404999999999991 0.0052350000000000009 -0.094359999999999986 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 5 -5 -7 -8 -6
right_child=-2 2 -4 4 8 6 7 -9 -10
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leaf_weight=0.0018050987451489276 0.0010506096536325076 0.0016697665107209998 0.0010133302521467867 0.0011541231953120339 0.0010008513940433263 0.0011951397843884205 0.001554354997544937 0.0014699748445322336 0.00136381067803093
leaf_count=736 344 586 182 127 59 490 231 101 265
internal_value=0 -0.000778486 0.000804893 0.00245525 0.00499987 0.00135179 -0.00273917 0.00309425 0.01329
internal_weight=0 0.0122265 0.0104214 0.00940802 0.00773825 0.00537359 0.00421947 0.00302433 0.00236466
internal_count=3121 2777 2041 1859 1273 949 822 332 324
is_linear=0
shrinkage=0.0490223


Tree=3156
num_leaves=14
num_cat=0
split_feature=47 123 4 1 42 43 42 52 4 4 3 49 2
split_gain=9.66571e-05 0.000177641 0.000155213 0.000117299 8.48213e-05 0.000132582 8.05112e-05 0.000159324 0.000171946 0.000155657 9.1119e-05 4.90748e-05 5.66343e-06
threshold=0.13148500000000005 1.0000000180025095e-35 0.24564500000000003 0.111945 -1.0000000180025095e-35 -0.17390999999999998 0.086325000000000013 0.10160000000000001 -0.077679999999999985 -0.026489999999999996 0.090900000000000009 -0.043469999999999995 0.084305000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -4 -1 -6 7 8 -7 -8 12 -12 -10
right_child=-2 -3 3 -5 5 6 9 -9 10 -11 11 -13 -14
leaf_value=-0.00052720989280490287 -0.00053106591750501299 0.00079521125713290686 6.0507727509330188e-06 0.00076614268034896991 0.00059274163032582358 0.00058994547374739107 -0.0010130156364796428 -0.00067157109682127055 -0.00030930475482733285 -6.0330468439659651e-06 0.0004646859986792992 -0.00013412063656307761 -0.00051349309204574663
leaf_weight=0.001666623742196849 0.0012401437716313959 0.0010376729567339931 0.0015966115031048052 0.0014154023151396323 0.0010351818760199203 0.0018234929389786547 0.0010036486599266383 0.0011895367480108943 0.0010023087687905121 0.0013046575440781049 0.00101558841623961 0.0010074855012760509 0.0010055743679108779
leaf_count=761 65 255 125 177 64 254 547 86 82 345 61 34 265
internal_value=0 2.58893e-05 -2.70975e-05 0.000363232 -0.000124631 -6.0039e-05 -0.000132294 -3.01912e-05 0.000100128 -0.000443868 -0.000121452 0.000166482 -0.000411565
internal_weight=0 0.0161038 0.0150661 0.00301201 0.0120541 0.0103875 0.00935229 0.00704399 0.00585445 0.00230831 0.00403096 0.00202307 0.00200788
internal_count=3121 3056 2801 302 2499 1738 1674 782 696 892 442 95 347
is_linear=0
shrinkage=0.00192234


Tree=3157
num_leaves=12
num_cat=0
split_feature=15 15 131 151 12 15 15 2 13 2 16
split_gain=3.36821e-05 5.35286e-05 5.72029e-05 8.29372e-05 5.21544e-05 0.000152979 9.07199e-05 0.000103385 7.71643e-05 7.71213e-05 3.2843e-05
threshold=-0.24436499999999997 -0.11713499999999999 0.088495000000000004 -0.077429999999999985 0.088305000000000008 0.024640000000000006 -0.037864999999999989 0.090675000000000019 -0.016469999999999995 0.10005000000000001 0.11346000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 5 6 7 -5 9 -6 -8
right_child=1 2 -4 4 8 -7 10 -9 -10 -11 -12
leaf_value=0.009294754780703525 -0.012714974571467058 0.014058576359841205 -0.0117994532875804 -0.019593045709822742 -0.012762893222464383 -0.022410493452890611 0.016266032111249582 0.0052550711986375422 0.014827341818629471 0.0085151157402889917 0.0022721835462224476
leaf_weight=0.0010797500244989584 0.0010629268989597708 0.0013922774867441484 0.0010832928890696812 0.0010329248740489584 0.001023234478232875 0.0010841489841484355 0.0010029474970754283 0.0010087253609512986 0.0013930708452181365 0.0010538620541242006 0.0010424635803906179
leaf_count=253 231 353 372 147 390 438 155 126 405 167 84
internal_value=0 -0.000878904 0.000252781 0.00155401 -0.000460694 -0.0039741 0.00091641 -0.00731625 0.00477495 -0.00196701 0.00913393
internal_weight=0 0.0121799 0.0111169 0.0100337 0.00864138 0.00517121 0.00408706 0.00204165 0.00347017 0.0020771 0.00204541
internal_count=3121 2868 2637 2265 1912 950 512 273 962 557 239
is_linear=0
shrinkage=0.0552071


Tree=3158
num_leaves=10
num_cat=0
split_feature=1 0 15 2 12 15 15 3 47
split_gain=3.58855e-05 7.11164e-05 0.000123197 4.93646e-05 6.42611e-05 0.000119313 0.000109936 0.00014927 0.000108174
threshold=0.077565000000000009 0.024095000000000002 0.083935000000000023 0.11474000000000002 0.10097500000000002 0.024640000000000006 -0.016799999999999995 0.097915000000000016 0.090280000000000013
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 6 7 8 -2
right_child=3 -3 -4 -5 -6 -7 -8 -9 -10
leaf_value=-0.023082888804437249 0.012592239704055538 0.0036998979779307986 -1.4773029653933701e-05 0.0092399412700202507 0.010784978432729766 -0.01805056153690961 0.015573654602026272 -0.018469723661723041 -0.008532068520437067
leaf_weight=0.0010208082796168906 0.0014995943061235067 0.0018642263633337763 0.0014687126782176722 0.0018470396957272067 0.0011671651904449909 0.0010326483834355357 0.0010581329698348251 0.0011358202182029323 0.0010881646972025066
leaf_count=857 272 83 696 323 123 339 207 83 138
internal_value=0 -0.00383289 -0.00947367 0.00182523 -0.000136412 -0.00232875 0.00106649 -0.00305602 0.00370937
internal_weight=0 0.00435375 0.00248952 0.00882857 0.00698153 0.00581436 0.00478171 0.00372358 0.00258776
internal_count=3121 1636 1553 1485 1162 1039 700 493 410
is_linear=0
shrinkage=0.0510028


Tree=3159
num_leaves=13
num_cat=0
split_feature=12 48 48 51 12 52 47 0 43 52 16 43
split_gain=0.000110966 0.000163132 0.000150229 0.000182484 0.000153286 0.000233493 0.000133309 0.000154887 0.000193974 0.000296127 0.000142452 2.22146e-05
threshold=0.11650500000000001 0.12879500000000002 0.092475000000000016 0.087505000000000013 0.10345000000000001 -0.088204999999999992 1.0000000180025095e-35 -0.16360999999999995 -0.15582499999999996 0.091275000000000009 -0.083134999999999987 0.031595000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 -1 7 -7 -9 10 11 -10
right_child=-2 -3 -4 -5 -6 6 -8 8 9 -11 -12 -13
leaf_value=-0.0006056562934112096 -0.00063250581752396986 -0.000725237282399654 0.0005808570205581852 -0.00066857783563937666 0.00076826711942461559 0.00095353917067860742 -0.00039593982690204428 0.00090574114466763405 0.00077630984043304725 -0.00090598660575475333 -0.00024234605988929795 0.00036932976051151878
leaf_weight=0.0019395715699500127 0.0010585914098415984 0.0010433280591830721 0.0019698965349991731 0.0014009264092258869 0.0011258165527749152 0.0010649247829203267 0.0014077926371708627 0.0010303582824394784 0.0010465585335935703 0.0011313506155742059 0.0013560857418092325 0.0010164694835127878
leaf_count=464 147 79 264 284 164 89 114 79 351 394 604 88
internal_value=0 2.3606e-05 7.75261e-05 -1.6689e-06 8.23581e-05 5.08411e-06 0.000152172 0.00026828 0.00013752 -3.6428e-05 0.0002513 0.000575788
internal_weight=0 0.0155331 0.0144898 0.0125199 0.0111189 0.00999311 0.00805354 0.00664575 0.00558082 0.00455046 0.00341911 0.00206303
internal_count=3121 2974 2895 2631 2347 2183 1719 1605 1516 1437 1043 439
is_linear=0
shrinkage=0.00196078


Tree=3160
num_leaves=10
num_cat=0
split_feature=133 13 51 15 2 2 4 43 2
split_gain=3.15462e-05 6.77985e-05 5.11195e-05 8.04351e-05 7.92747e-05 9.42306e-05 7.04006e-05 7.63818e-05 4.7828e-05
threshold=0.10622000000000002 -0.23438999999999996 0.08955500000000001 -0.15914499999999995 0.10402500000000002 0.088475000000000012 0.053180000000000012 -0.0030899999999999994 0.092480000000000021
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 5 6 7 -5 -7
right_child=-2 2 -4 4 -6 8 -8 -9 -10
leaf_value=0.012344330747917917 -0.008974338356409671 0.014473386082796075 -0.0090651414955012933 -0.00027321268533621296 -0.011622624083318857 0.016487153820774834 0.0039549212649259615 -0.020462960946663607 0.0013340955089849382
leaf_weight=0.001262538394359713 0.0010284007030631802 0.0010875334814463523 0.0017112610530333706 0.0011012983500221312 0.0015647776594512157 0.0013775968426538261 0.0019928807477662264 0.0010128616204823607 0.0010213293062086041
leaf_count=157 435 241 321 724 365 228 111 278 261
internal_value=0 0.000705212 -0.000646716 0.000926301 -0.00089917 0.00167997 -0.00320069 -0.00994581 0.0100358
internal_weight=0 0.0121321 0.0108695 0.00915828 0.00807074 0.00650597 0.00410704 0.00211416 0.00239893
internal_count=3121 2686 2529 2208 1967 1602 1113 1002 489
is_linear=0
shrinkage=0.0530633


Tree=3161
num_leaves=11
num_cat=0
split_feature=1 0 14 15 15 4 0 43 16 4
split_gain=3.17898e-05 6.52822e-05 4.58498e-05 0.000103942 7.49979e-05 0.000102494 0.000155762 0.000146544 4.33291e-05 3.60169e-06
threshold=0.077565000000000009 -0.087634999999999977 -1.0000000180025095e-35 -0.10653 -0.095869999999999983 0.0061450000000000003 -0.10324499999999999 -0.0024749999999999993 0.19444000000000003 -0.085034999999999986
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -2 -4 -5 7 -7 -6 9 -3
right_child=2 8 3 4 5 6 -8 -9 -10 -11
leaf_value=-0.017186243629486314 -0.0094807954460647426 -0.0080868025359595395 0.018400814889547576 -0.01495278013313933 0.0097936572481779512 0.02713812155916754 -0.0037940141480264128 -0.018274751916166846 0.0090094426229014209 -0.0029200214124696588
leaf_weight=0.001095447961988647 0.0011165535122863238 0.0010031916200428917 0.0014552357006588261 0.0010038388397917153 0.0013321408147252719 0.0012691357388563418 0.0011555016466185952 0.0014360536278568282 0.0012346446550466975 0.001001825928044083
leaf_count=502 160 234 253 52 442 102 114 362 185 715
internal_value=0 -0.00432311 0.00205766 0.00374133 0.000298676 0.00324697 0.0123969 -0.00476736 2.63899e-05 -0.00550517
internal_weight=0 0.00433511 0.00876846 0.00765191 0.00619667 0.00519283 0.00242464 0.00276819 0.00323966 0.00200502
internal_count=3121 1636 1485 1325 1072 1020 216 804 1134 949
is_linear=0
shrinkage=0.0609531


Tree=3162
num_leaves=11
num_cat=0
split_feature=48 48 51 1 47 52 2 3 0 4
split_gain=3.16903e-05 7.37471e-05 0.000126417 8.40393e-05 7.97522e-05 7.66657e-05 0.000120546 0.000107867 0.000113496 4.59194e-05
threshold=0.11951500000000001 0.093265000000000015 0.08955500000000001 0.111945 0.097480000000000011 -0.088204999999999992 0.10097500000000002 0.076840000000000006 -0.077999999999999986 0.053180000000000012
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 5 -5 -1 7 8 9 -7
right_child=-2 -3 -4 4 -6 6 -8 -9 -10 -11
leaf_value=-0.01571159223106201 -0.0098169457151302663 0.014855571070951807 -0.019707719645688543 0.023451388717182536 0.00045884003964569153 -0.013600936833012129 -0.011491362826949765 0.022826267338042838 0.015446051325937305 0.0027537772695846148
leaf_weight=0.001102189556584145 0.0010474530226361528 0.0011589142088978639 0.0010804637488404127 0.0010293888277480229 0.0010418718388010006 0.0013075355853089509 0.0018922706179349078 0.0010251330043171691 0.0012721977659072262 0.0010726491991196259
leaf_count=471 114 239 286 277 53 950 275 55 272 129
internal_value=0 0.000809515 -0.000694423 0.00141403 0.0118858 -0.00141312 0.000985687 0.00603323 0.00131984 -0.00623055
internal_weight=0 0.0119826 0.0108237 0.00974324 0.00207126 0.00767198 0.00656979 0.00467752 0.00365238 0.00238018
internal_count=3121 3007 2768 2482 330 2152 1681 1406 1351 1079
is_linear=0
shrinkage=0.0585862


Tree=3163
num_leaves=11
num_cat=0
split_feature=133 12 160 151 0 1 484 3 4 16
split_gain=2.96637e-05 5.24669e-05 8.38258e-05 9.25791e-05 0.000117715 0.000166352 7.37443e-05 5.46211e-05 5.04693e-05 3.42555e-06
threshold=-0.085499999999999979 -0.015429999999999998 -1.0000000180025095e-35 -0.0083949999999999979 -0.053834999999999994 0.095285000000000022 0.073690000000000019 -0.10023499999999998 -0.0024449999999999997 -0.088909999999999989
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 6 -4 5 8 -3 -6 -5 -7
right_child=1 2 3 4 7 9 -8 -9 -10 -11
leaf_value=0.00669818761104284 0.0078729059248856832 -0.021238923889238741 -0.011341624362753695 0.0062253184455038253 0.0014136381445827343 0.016207262190899411 -0.001881057409525378 -0.015064424201077955 -0.0090090572543699409 0.020415262875347347
leaf_weight=0.0015047430459464882 0.0015296121668216022 0.0010141139691846948 0.0014872862168485001 0.0010699145018007463 0.001010923843222343 0.0010070668738028088 0.0010337515330804585 0.0010848116185901303 0.0012002678733512248 0.0010058557711427885
leaf_count=488 348 518 226 683 122 66 268 144 162 96
internal_value=0 -0.000919123 -0.00227563 0.000117295 0.00278905 0.00763555 -0.0114672 -0.00711587 -0.00182925 0.01831
internal_weight=0 0.0114436 0.00991399 0.00786613 0.00637884 0.00428311 0.00204787 0.00209574 0.00227018 0.00201292
internal_count=3121 2633 2285 1499 1273 1007 786 266 845 162
is_linear=0
shrinkage=0.0510028


Tree=3164
num_leaves=11
num_cat=0
split_feature=42 14 15 43 16 49 16 15 43 1
split_gain=3.08974e-05 4.84004e-05 0.00010667 5.7805e-05 6.07386e-05 0.000129377 8.42853e-05 0.000205398 6.6421e-05 6.30075e-05
threshold=0.10256000000000001 -1.0000000180025095e-35 -0.10653 0.13895500000000002 -0.088394999999999987 -0.047584999999999995 0.15891500000000003 -0.0063699999999999989 -0.088249999999999981 0.079415000000000013
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 -4 7 -6 -8 -9
right_child=-2 2 3 -5 6 -7 8 9 -10 -11
leaf_value=-0.011191531651311197 -0.0091716578294042655 0.016439961666125345 0.0021068550029444124 0.011412710160179328 -0.010603595621649621 -0.024828300852386725 0.0021803298663506036 0.006802264131061486 -0.018483719865542717 0.026200262627994717
leaf_weight=0.0010098297882472828 0.0011152993661607052 0.0014518730929570364 0.0013374249989856085 0.0012094278515731331 0.0014273801103226562 0.0010503433223003895 0.0010271651974652907 0.0010196620570224017 0.0010255336124103728 0.0012055418555949431
leaf_count=133 346 347 122 150 486 360 85 502 318 272
internal_value=0 0.000831304 0.00196024 -0.00029966 -0.00204996 -0.00974151 0.0011691 0.00640264 -0.00814348 0.0173115
internal_weight=0 0.0117642 0.0107544 0.00930248 0.00809305 0.00238777 0.00570528 0.00365258 0.0020527 0.0022252
internal_count=3121 2775 2642 2295 2145 482 1663 1260 403 774
is_linear=0
shrinkage=0.0574375


Tree=3165
num_leaves=13
num_cat=0
split_feature=123 1 48 457 4 15 15 49 0 4 0 403
split_gain=8.23822e-05 0.000104149 0.000109986 0.000119447 0.00011219 0.000113661 0.000173899 0.000140106 0.000132855 0.000163116 8.8763e-05 8.29564e-05
threshold=1.0000000180025095e-35 0.13559000000000002 0.11926500000000002 0.080930000000000016 0.40473500000000007 -0.11033999999999998 -0.095244999999999982 -0.049784999999999989 -0.10011499999999998 -0.076229999999999978 0.047850000000000011 0.017340000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 -1 -7 -8 -9 10 11 -10
right_child=-2 -3 -4 -5 -6 6 7 8 9 -11 -12 -13
leaf_value=-0.00075840862143792425 0.00049992383144751196 0.00054780708640840873 -0.00067473711664229393 0.00045156563165344604 0.00043010874452983802 0.00056220376702424116 -0.0007841067247268635 0.00046618828654236902 -0.00012704319015373106 -0.00078375986860245003 -0.00032230997314672559 0.00062296115445266897
leaf_weight=0.0010194548858357211 0.0011180727350710512 0.0010305925390656995 0.0010016147522369503 0.0016236364409443179 0.0012820903563437467 0.0012361397729575606 0.0012239622901516721 0.0012395017079441829 0.0010691920091480227 0.0013544938575778707 0.001896588084500439 0.0010269366802856672
leaf_count=188 265 133 72 187 93 102 142 132 600 887 164 156
internal_value=0 -3.03715e-05 -7.30138e-05 -2.65525e-05 -9.4958e-05 -0.000161833 -9.46071e-05 -0.000198556 -8.9747e-05 -0.000218615 -2.68943e-05 0.000240399
internal_weight=0 0.0150042 0.0139736 0.012972 0.0113484 0.0100663 0.00904681 0.00781067 0.00658671 0.00534721 0.00399272 0.00209613
internal_count=3121 2856 2723 2651 2464 2371 2183 2081 1939 1807 920 756
is_linear=0
shrinkage=0.00188464


Tree=3166
num_leaves=12
num_cat=0
split_feature=48 48 51 2 159 133 133 49 15 12 1
split_gain=9.49616e-05 0.000121708 0.00013974 0.000154406 0.000139524 0.000115586 0.000127962 0.000177227 0.000279909 0.000246353 0.000104609
threshold=0.12879500000000002 0.092475000000000016 0.08955500000000001 -1.0000000180025095e-35 0.091530000000000014 0.10722500000000001 -0.0061299999999999992 -0.0060549999999999988 -0.016799999999999995 0.085955000000000018 0.089175000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 6 -5 10 -9 -10 -8
right_child=-2 -3 -4 4 -6 -7 7 8 9 -11 -12
leaf_value=0.00069124168332029899 -0.00056330675478484505 0.00047605117575482835 -0.00067386266224819249 -0.00033730682990550402 -0.0007292778733864405 -0.00057768268115301587 0.0001885753309812678 -0.0002200665585121553 0.0013415726344494781 0.00021960680297515787 -0.00065327941272204913
leaf_weight=0.0011505140452078748 0.0010820347133995703 0.0019361512351752435 0.0011715420139715741 0.0019500846599641358 0.001011451629813428 0.0010594459389255033 0.0011095182092992727 0.0015332669894045359 0.0014866265649151017 0.001408291811162221 0.0010728818782368629
leaf_count=168 90 275 281 662 278 339 175 343 123 257 130
internal_value=0 2.65085e-05 -4.06837e-05 2.22759e-05 -5.01174e-05 2.1289e-05 9.54162e-05 0.000223067 0.000444035 0.00079577 -0.000225286
internal_weight=0 0.0148898 0.0129536 0.0117821 0.0106316 0.00962012 0.00856067 0.00661059 0.00442819 0.00289492 0.0021824
internal_count=3121 3031 2756 2475 2307 2029 1690 1028 723 380 305
is_linear=0
shrinkage=0.00192234


Tree=3167
num_leaves=11
num_cat=0
split_feature=42 12 475 47 4 4 2 42 43 2
split_gain=3.39722e-05 5.81671e-05 5.79629e-05 5.78189e-05 0.000138122 8.91e-05 0.000100299 9.78218e-05 8.32401e-05 5.97696e-05
threshold=-1.0000000180025095e-35 0.051320000000000005 -1.0000000180025095e-35 0.10904500000000002 0.24564500000000003 0.053925000000000008 0.11093500000000002 0.088915000000000008 -0.0030899999999999994 0.093175000000000022
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -2 4 5 6 7 8 -4 -10
right_child=2 -3 3 -5 -6 -7 -8 -9 9 -11
leaf_value=0.0030342356642461339 -0.011616317721918377 -0.015249964545101732 0.017770548753997271 -0.0094594903403817168 0.020187870111575575 -0.013570556630994747 0.017877108017422923 -0.015528958698454203 0.0057420036242740273 -0.01130688845031535
leaf_weight=0.0010703796875403087 0.0010015687490732951 0.0011385899651747077 0.0010343908602967692 0.0011135035066895541 0.0014251917022712231 0.001123286126303088 0.0012539147443410194 0.0010152343671766349 0.0016517404171581306 0.0010773379056934762
leaf_count=133 448 729 387 134 282 143 156 457 173 79
internal_value=0 -0.00639016 0.00128043 0.00261282 0.00417936 0.000991052 0.00370245 -1.6925e-05 0.00416761 -0.00098826
internal_weight=0 0.00220897 0.0106962 0.0096946 0.0085811 0.0071559 0.00603262 0.0047787 0.00376347 0.00272908
internal_count=3121 862 2259 1811 1677 1395 1252 1096 639 252
is_linear=0
shrinkage=0.0563112


Tree=3168
num_leaves=13
num_cat=0
split_feature=1 123 50 3 159 52 4 2 3 4 16 16
split_gain=9.24246e-05 0.00013128 0.000150237 0.00012365 0.000104252 0.000149589 0.000207659 0.000131545 0.000220861 0.000194833 7.79218e-05 7.05461e-05
threshold=0.14000500000000002 1.0000000180025095e-35 0.088425000000000017 -0.15447499999999995 0.091530000000000014 0.090245000000000006 -0.076229999999999978 0.11389000000000002 0.090900000000000009 0.053180000000000012 0.0065250000000000004 -0.25582999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 6 -5 8 9 -8 -7 -11
right_child=-2 -3 -4 4 -6 10 7 -9 -10 11 -12 -13
leaf_value=0.00055232911923110432 0.00055193194602567151 0.00063588315974241435 -0.00073114665666709322 0.0007068085758066173 -0.00065612278116645528 -0.0008708810249593627 -0.00071893239081437135 -0.00060713377482168331 0.00074534000482933641 -0.00012791210262786968 -0.00016308200086873796 0.00054040541717308198
leaf_weight=0.0012707403345391657 0.0010707893150367952 0.0010214219043112359 0.0012862367676533528 0.0016917216430521404 0.0011357962450546889 0.0010214919792668102 0.0014947179441531884 0.0013572375616760363 0.0014003341876149822 0.0013191957639052325 0.0014423984409114993 0.0011251970297366525
leaf_count=174 124 236 518 476 249 357 475 151 76 73 98 114
internal_value=0 -4.36168e-05 -9.13345e-05 -2.92664e-05 -9.09156e-05 -3.17613e-05 9.30027e-05 -6.20575e-05 7.64959e-05 -0.000161275 -0.000456525 0.000179726
internal_weight=0 0.0155665 0.0145451 0.0132588 0.0119881 0.0108523 0.0083884 0.00669668 0.00533944 0.00393911 0.00246389 0.00244439
internal_count=3121 2997 2761 2243 2069 1820 1365 889 738 662 455 187
is_linear=0
shrinkage=0.00196078


Tree=3169
num_leaves=10
num_cat=0
split_feature=474 160 133 151 13 47 16 1 4
split_gain=3.17191e-05 6.40997e-05 9.16601e-05 6.54398e-05 9.56878e-05 0.000102917 0.0001139 4.84087e-05 3.71305e-05
threshold=0.084660000000000027 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.0083949999999999979 0.19762500000000002 0.09550500000000002 -0.073404999999999984 0.081670000000000006 -0.0024449999999999997
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 5 6 8 -8 -5
right_child=-2 2 3 4 -6 -7 7 -9 -10
leaf_value=-0.01152191576348692 0.010043669965935908 -0.012639054926416206 -0.0074418767081205432 0.023474788493083484 -0.01049948012171051 0.025320455670755845 0.0038665310678779753 -0.012576138458344363 0.0079112810242668672
leaf_weight=0.0017335991270095103 0.0010269372692109655 0.0015156275067791875 0.0016406445496293647 0.0010075291396098932 0.0010834867055529111 0.0010986048021325787 0.0014347313468790687 0.0011534265238328824 0.00119863306818771
leaf_count=736 344 707 270 230 85 111 226 220 192
internal_value=0 -0.000903635 0.000913045 0.00329668 0.00582207 0.00882299 0.00504264 -0.00346123 0.015019
internal_weight=0 0.0118663 0.0101327 0.00861706 0.00697641 0.00589292 0.00479432 0.00258816 0.00220616
internal_count=3121 2777 2041 1334 1064 979 868 446 422
is_linear=0
shrinkage=0.0597579


Tree=3170
num_leaves=10
num_cat=0
split_feature=48 4 151 15 47 3 3 3 43
split_gain=3.12824e-05 7.00937e-05 6.50826e-05 0.000118017 8.40165e-05 7.22662e-05 0.000130014 5.70434e-05 6.25037e-05
threshold=0.11951500000000001 0.40473500000000007 -0.024429999999999997 -0.10324499999999999 0.092165000000000011 0.10732000000000001 -0.0069549999999999994 -0.084074999999999997 -0.12152999999999999
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 5 6 7 8 -5
right_child=-2 -3 3 4 -6 -7 -8 -9 -10
leaf_value=0.0077496356208553926 -0.0080164758378912723 0.011790153567085189 -0.016966047938383209 0.002479189837724478 0.011306096527443441 0.0085913350671834067 -0.019442144877177235 0.0055456077455243854 -0.013065197163334487
leaf_weight=0.001809066421038054 0.0010388345547010036 0.0011809951291083922 0.0011025066873981615 0.0011295396449093695 0.0012398417396448508 0.0011463548901955445 0.00109829020261786 0.0018173836275522043 0.0012685649378762175
leaf_count=453 114 278 201 183 128 63 131 982 588
internal_value=0 0.000683203 -0.000552927 -0.00225925 -0.000153486 -0.00235283 -0.00471385 -0.00087658 -0.00574358
internal_weight=0 0.0117925 0.0106115 0.00880248 0.00769998 0.00646013 0.00531378 0.00421549 0.0023981
internal_count=3121 3007 2729 2276 2075 1947 1884 1753 771
is_linear=0
shrinkage=0.0480611


Tree=3171
num_leaves=13
num_cat=0
split_feature=47 42 131 160 457 49 150 2 133 52 0 13
split_gain=9.03117e-05 9.34868e-05 0.000152009 9.19942e-05 5.51367e-05 9.88762e-05 0.000183289 8.79135e-05 0.000193293 0.000156 0.000247693 0.000113201
threshold=0.13148500000000005 0.09832500000000001 0.088610000000000008 -0.087874999999999995 0.088350000000000026 -0.00064499999999999985 0.081835000000000019 0.10097500000000002 -0.0061299999999999992 0.0046550000000000003 -0.10151999999999999 -0.0018299999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 6 -5 8 -7 10 -10 -9
right_child=-2 -3 -4 4 -6 7 -8 11 9 -11 -12 -13
leaf_value=0.00053877676510145434 -0.00054446887587510085 0.00048271853564410121 -0.0007434567397371527 -0.001029589168604068 0.00032584979566853628 -0.0005020312199426638 0.00011217306818638969 0.0001822439119413384 0.00072852914412365616 0.00090406586570168776 -0.00053226629483569589 -0.00067922318261948872
leaf_weight=0.0012045151072749933 0.0010993105119057054 0.0014920842634269888 0.0010049293242886991 0.0010156122198430404 0.0014566087785147725 0.0011753777014876145 0.0010637824929655513 0.0010469378904481991 0.0011316824481831871 0.0013812601461300825 0.0011722979744234732 0.0012211708437767088
leaf_count=389 65 394 396 163 132 486 176 171 55 164 323 207
internal_value=0 2.72105e-05 -2.55817e-05 3.51984e-05 -2.16777e-05 -7.66521e-05 -0.000445483 3.09331e-05 0.00017676 0.000393255 8.70185e-05 -0.000281578
internal_weight=0 0.0143663 0.0128742 0.0118692 0.0106647 0.00920812 0.00207939 0.00712873 0.00486062 0.00368524 0.00230398 0.00226811
internal_count=3121 3056 2662 2266 1877 1745 339 1406 1028 542 378 378
is_linear=0
shrinkage=0.00192234


Tree=3172
num_leaves=14
num_cat=0
split_feature=41 2 16 151 15 151 16 52 15 4 16 4 2
split_gain=0.000117258 0.000103129 7.99878e-05 0.000165036 9.86368e-05 9.52197e-05 0.000111298 0.000247856 0.000194172 0.000161189 0.000120702 7.52973e-05 6.96673e-05
threshold=0.078475000000000017 -1.0000000180025095e-35 -0.36241499999999999 -0.08718999999999999 0.090615000000000015 -0.0083949999999999979 0.15891500000000003 0.10347000000000002 -0.11713499999999999 -0.059649999999999988 -0.092484999999999984 -0.077834999999999988 0.10803500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 12 -4 5 -5 8 9 -7 -8 -10 -12 -3
right_child=-2 2 3 4 -6 6 7 -9 10 -11 11 -13 -14
leaf_value=0.00057493345241783303 -0.00065396694686035105 -5.3077966905652114e-06 0.0008059343123077837 -0.00048627621319177939 -0.00050956160628766044 -0.00047363586466569573 -0.0011019561509474792 0.00061876257038124844 -2.2686964240730507e-05 -1.9103219896121717e-05 0.00038127460178493744 0.00099279294926222237 -0.00066548330282343974
leaf_weight=0.001236931416121057 0.0010218997831814838 0.0012221988320381043 0.0010187602259452153 0.0011226869118887194 0.001378362943537101 0.0010392249481720323 0.0010503391806757634 0.001022591382222382 0.0013447916036675523 0.0010638024181205616 0.0015805648266926983 0.001517291791847405 0.0012361508694360794
leaf_count=177 148 122 192 193 495 162 143 22 231 234 532 317 153
internal_value=0 3.13281e-05 -1.47371e-05 5.05841e-05 -1.86195e-05 5.08472e-05 0.000120815 -0.00017375 0.000289365 -0.000557082 0.000467846 0.000680789 -0.000337269
internal_weight=0 0.0158337 0.0145968 0.0121384 0.0111197 0.00974129 0.00861861 0.00313673 0.00548187 0.00211414 0.00444265 0.00309786 0.00245835
internal_count=3121 2973 2796 2521 2329 1834 1641 399 1242 377 1080 849 275
is_linear=0
shrinkage=0.00196078


Tree=3173
num_leaves=13
num_cat=0
split_feature=12 48 2 52 12 159 51 13 12 15 12 1
split_gain=0.00010653 8.84514e-05 0.000119385 0.000154976 0.000177419 0.000151254 0.000122496 0.000118115 0.000177054 8.26372e-05 0.000130661 8.12734e-05
threshold=0.11650500000000001 0.12879500000000002 0.099515000000000006 -0.013374999999999998 0.085635000000000003 0.082585000000000006 0.087505000000000013 -0.014169999999999999 0.088365000000000013 -0.040439999999999997 0.051320000000000005 0.10587000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 -4 11 6 7 8 -1 -9 -11 -5
right_child=-2 -3 3 4 -6 -7 -8 9 -10 10 -12 -13
leaf_value=0.00030979741758079476 -0.00058756601684621743 -0.00050788653290973038 0.00079353993687751004 -0.00063907697626452173 0.00067466265760089813 -0.00070007299415864445 -0.00054863239097836228 2.0726535610233057e-05 -0.00061148883742001147 0.0010592543530513834 0.00018653365055626067 0.00010465955215146896
leaf_weight=0.0014138446959705685 0.0010663934451045952 0.0010213938260442137 0.0015759248799222178 0.001004803518940945 0.0011278218399415878 0.001136830783051007 0.0011240530056512398 0.0019623327825690727 0.0015567304644941177 0.0010156958308614077 0.0015230085609585344 0.0010858500246836453
leaf_count=601 147 79 353 79 174 303 231 155 436 70 354 139
internal_value=0 2.81944e-05 6.58865e-05 0.00030931 7.22072e-05 -5.40282e-05 3.14153e-05 0.000118679 -0.000173003 0.000311183 0.000535696 -0.000252793
internal_weight=0 0.0155483 0.0145269 0.0047944 0.00321848 0.0097325 0.00859567 0.00747161 0.00297058 0.00450104 0.0025387 0.00209065
internal_count=3121 2974 2895 745 392 2150 1847 1616 1037 579 424 218
is_linear=0
shrinkage=0.00188464


Tree=3174
num_leaves=10
num_cat=0
split_feature=131 160 160 133 13 12 0 0 16
split_gain=3.28473e-05 5.18419e-05 5.42387e-05 6.80125e-05 8.5688e-05 0.000203086 7.91168e-05 9.12978e-05 6.13899e-05
threshold=0.088610000000000008 -0.087874999999999995 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.074044999999999986 0.092465000000000006 -0.019414999999999998 -0.10096999999999999 -0.094359999999999986
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 5 -5 7 8 -6
right_child=-2 2 3 4 6 -7 -8 -9 -10
leaf_value=0.011157981259324682 -0.0082115297178653839 -0.010032005457281978 -0.0091561653945198586 0.02360451071378112 -0.0067035163427675484 -0.0066029896301263557 0.010877994907923965 -0.01685059130993977 0.0084492487392263671
leaf_weight=0.0011771666616426551 0.0012065017364147881 0.0013641054695098876 0.0014736642302733546 0.0014448685296379786 0.0014955386399340027 0.0010329521722814566 0.0012192792770034924 0.0011219706297854737 0.0014019095950058595
leaf_count=444 443 384 639 351 101 84 179 396 100
internal_value=0 0.000802882 -0.000352068 0.00108473 0.00304049 0.0110116 -0.000729731 -0.0042509 0.000628041
internal_weight=0 0.0117315 0.0105543 0.00919018 0.00771652 0.00247782 0.0052387 0.00401942 0.00289745
internal_count=3121 2678 2234 1850 1211 435 776 597 201
is_linear=0
shrinkage=0.0520229


Tree=3175
num_leaves=10
num_cat=0
split_feature=133 12 0 15 0 12 2 52 4
split_gain=3.50314e-05 4.67687e-05 7.90587e-05 6.88055e-05 0.000121378 6.02149e-05 0.00016084 8.02219e-05 6.73351e-05
threshold=-0.085499999999999979 0.051320000000000005 -0.019414999999999998 -0.074054999999999996 -0.15090499999999998 0.097825000000000009 0.08622500000000001 0.0046550000000000003 0.071150000000000005
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 6 -3 -8 -7
right_child=1 5 -4 -5 -6 8 7 -9 -10
leaf_value=0.0085161959289282232 -0.0043778429033477558 -0.028346385134097533 0.017790775274937616 -0.0096034669437569421 0.020278366242286381 -0.0071589847022635227 -0.012267949328169228 0.011153631694131461 0.013772883922416644
leaf_weight=0.0015094069942546027 0.001884293215724746 0.0011466012153881463 0.0010034115381012034 0.0018785790792792416 0.0011469739582995223 0.0011976341962855529 0.0010386337684265864 0.0010503013464648733 0.0010129994008404378
leaf_count=488 121 703 179 191 254 316 464 302 103
internal_value=0 -0.00117356 0.00250627 -0.000617383 0.0049516 -0.00516898 -0.0103628 -0.000491749 0.00243282
internal_weight=0 0.0113594 0.00591326 0.00490985 0.00303127 0.00544617 0.00323554 0.00208894 0.00221063
internal_count=3121 2633 745 566 375 1888 1469 766 419
is_linear=0
shrinkage=0.0597579


Tree=3176
num_leaves=12
num_cat=0
split_feature=47 158 50 42 160 13 160 151 0 15 4
split_gain=0.000132978 0.000104585 0.000149341 0.000143295 0.000149348 0.000163468 0.000110956 0.000178749 0.00014532 0.000219409 0.000192787
threshold=0.13148500000000005 0.07968500000000002 0.088425000000000017 0.09832500000000001 -0.085579999999999976 0.016935000000000002 0.088405000000000011 -0.0077149999999999988 -0.10011499999999998 -0.10324499999999999 -0.083854999999999985
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 6 7 -6 9 -9 -10
right_child=-2 -3 -4 -5 5 -7 -8 8 10 -11 -12
leaf_value=0.00071413030622447015 -0.00063843320732435028 -0.00056266869999706964 -0.00053711780103436063 0.00073722423413945042 -0.00084544876155880381 0.00049885379669439378 0.00035484643366722797 -0.00042130559235078102 4.7572447619421859e-05 0.00064481285151712713 -0.00095341581456019121
leaf_weight=0.0011965223160003416 0.0011717945592168979 0.0010184269793895159 0.0013402940762962451 0.0013200472368529127 0.0013462932302421805 0.0019693911304340854 0.0015398123285067927 0.001171259155804627 0.0016847146210425528 0.0018246285535497039 0.0012302146493447046
leaf_count=258 65 374 510 254 214 291 141 77 275 96 566
internal_value=0 3.29666e-05 7.44494e-05 0.000136159 6.98339e-05 -1.77043e-06 -0.000113847 -0.000213294 -6.93092e-05 0.000228008 -0.000374884
internal_weight=0 0.0156416 0.0146232 0.0132829 0.0119628 0.0107663 0.00879692 0.00725711 0.00591082 0.00299589 0.00291493
internal_count=3121 3056 2682 2172 1918 1660 1369 1228 1014 173 841
is_linear=0
shrinkage=0.00192234


Tree=3177
num_leaves=9
num_cat=0
split_feature=4 0 157 16 15 151 1 2
split_gain=3.56053e-05 9.29018e-05 5.35669e-05 7.08044e-05 0.000145956 9.51194e-05 0.000104163 9.16536e-05
threshold=-0.49405499999999997 1.0000000180025095e-35 -0.077609999999999985 -0.056919999999999991 -0.016799999999999995 -0.0083949999999999979 0.086455000000000018 0.090425000000000019
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 -2 5 -5 -4 -7 -8
right_child=1 -3 3 4 -6 6 7 -9
leaf_value=-0.0091572766257676675 0.010441319196879691 0.014130619610821113 -0.011466514536430262 -0.019328109957978633 0.0041797145657946171 -0.0071573427055616227 0.0019792089711417825 0.020148705600349599
leaf_weight=0.0011427805606325512 0.0010919592923577014 0.0013637791792406014 0.0013623852961242638 0.0017365939385899851 0.0013954518022157199 0.0014835580425673275 0.0018154933404173693 0.0014733229809774035
leaf_count=156 322 186 173 533 420 852 297 182
internal_value=0 0.00085124 -0.000897051 -0.00223311 -0.00885443 0.00114734 0.00474826 0.0101188
internal_weight=0 0.0117225 0.0103588 0.00926681 0.00313205 0.00613476 0.00477237 0.00328882
internal_count=3121 2965 2779 2457 953 1504 1331 479
is_linear=0
shrinkage=0.0541246


Tree=3178
num_leaves=10
num_cat=0
split_feature=11 48 0 49 42 2 52 1 13
split_gain=3.37295e-05 4.5332e-05 0.000174918 5.11963e-05 8.31033e-05 9.02535e-05 0.000112999 9.32659e-05 6.54403e-05
threshold=0.080455000000000013 0.016865000000000002 -0.20211999999999997 -0.0060549999999999988 -0.088669999999999985 0.10912000000000001 0.091820000000000013 0.092695000000000013 -0.016469999999999995
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 3 -3 -1 -5 6 7 8 -6
right_child=-2 2 -4 4 5 -7 -8 -9 -10
leaf_value=-0.012237295740167152 -0.010527465876502339 -0.0075448907241661353 0.019972386924588584 0.013634994530928632 -0.0033442216171930246 0.012052107079547549 -0.022844982534820948 -0.015097710215834014 0.01683986969488379
leaf_weight=0.0013262962508996624 0.001008372844845117 0.001582861845087713 0.001722767088238702 0.001394525940172908 0.001263271047862857 0.00118828174334941 0.0011285244439393147 0.0011341868235045971 0.0010507011855127584
leaf_count=322 189 82 494 309 556 287 391 222 269
internal_value=0 0.000859514 0.00679606 -0.00145306 0.00054472 -0.00262177 -0.00643167 -0.00105987 0.00582073
internal_weight=0 0.0117914 0.00330563 0.00848579 0.00715949 0.00576497 0.00457668 0.00344816 0.00231397
internal_count=3121 2932 576 2356 2034 1725 1438 1047 825
is_linear=0
shrinkage=0.0597579


Tree=3179
num_leaves=14
num_cat=0
split_feature=47 123 50 12 1 52 51 160 47 457 15 52 3
split_gain=0.000149916 0.000157864 0.000129589 0.000156096 0.000134149 0.000124841 0.000104183 0.0001437 0.000111259 0.000100277 7.79646e-05 0.00015784 6.23292e-05
threshold=0.13148500000000005 1.0000000180025095e-35 0.088425000000000017 -1.0000000180025095e-35 0.12205500000000001 -0.10925999999999998 -0.076794999999999988 -0.027994999999999996 0.09550500000000002 0.045365000000000009 -0.082809999999999981 0.090245000000000006 -0.080934999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 -5 -7 -8 9 10 -9 12 -12
right_child=-2 -3 -4 4 -6 6 7 8 -10 -11 11 -13 -14
leaf_value=-0.00068351097980044642 -0.00065120293605966091 0.00079215959254478165 -0.00060801626438358172 -0.0005920936371192492 0.00072903608379170292 -0.00046932526976566671 0.00082319705764836429 -0.00051174788002232661 0.00065603754398758799 0.00045547583035058332 0.00061764776185949317 -0.00041390962191500562 -7.2736396788387619e-06
leaf_weight=0.0010465706177723326 0.0013033436859835037 0.0010062560510096337 0.0012753413993234824 0.0010897362304427881 0.0011971710046033293 0.0010912954747465788 0.001140932904378055 0.0014696081579335845 0.001123901454091969 0.0014474708886733079 0.0013631365675881939 0.001907782135977823 0.0011159870392779023
leaf_count=160 65 255 510 409 106 219 299 158 60 91 434 267 88
internal_value=0 3.99167e-05 -9.65775e-06 4.48752e-05 0.000103754 4.00453e-05 0.000104666 0.000170128 8.17183e-05 -6.65517e-06 -0.000120873 1.0069e-05 0.000336337
internal_weight=0 0.0162752 0.0152689 0.0139936 0.012947 0.0117499 0.0106601 0.00956882 0.00842789 0.00730398 0.00585651 0.00438691 0.00247912
internal_count=3121 3056 2801 2291 2131 2025 1616 1397 1098 1038 947 789 522
is_linear=0
shrinkage=0.00196078


Tree=3180
num_leaves=9
num_cat=0
split_feature=133 42 160 52 151 4 16 52
split_gain=3.13434e-05 5.31592e-05 5.53504e-05 0.000113784 6.20333e-05 9.12839e-05 9.16985e-05 9.07807e-05
threshold=-0.085499999999999979 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.013374999999999998 -0.0083949999999999979 0.076415000000000025 -0.056919999999999991 0.024145000000000003
decision_type=2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 -4 6 -6 -8
right_child=1 2 4 -5 5 -7 7 -9
leaf_value=0.0080752107164041194 -0.010575780721009013 0.0057441193422197584 -0.0075721021531665027 -0.021851071005899579 0.011735371262401571 0.017834326124618421 -0.019455029077385114 0.0037529102824507611
leaf_weight=0.0015006014780646693 0.0017863488286324796 0.0010858899945007721 0.0015373959275541598 0.0010490990499174985 0.0017400565278880538 0.0016483387303976469 0.0010532589962096266 0.0014044520156021589
leaf_count=488 610 276 287 482 340 202 364 72
internal_value=0 -0.0011166 0.000658617 -0.00781571 0.00310903 0.00591792 0.00123871 -0.00619292
internal_weight=0 0.0113048 0.00951849 0.00213499 0.0073835 0.00584611 0.00419777 0.00245771
internal_count=3121 2633 2023 758 1265 978 776 436
is_linear=0
shrinkage=0.0597579


Tree=3181
num_leaves=13
num_cat=0
split_feature=48 457 15 14 0 151 15 0 0 43 16 2
split_gain=0.000105679 0.000133577 0.000107629 8.70955e-05 0.000183478 0.00015443 9.93918e-05 0.000157982 0.000172882 0.000175382 0.000129555 7.81948e-05
threshold=0.12879500000000002 0.088350000000000026 0.095175000000000023 -0.22253999999999999 -0.12333499999999999 -0.0017399999999999998 -0.10324499999999999 -0.10011499999999998 -0.077999999999999986 -0.17390999999999998 0.22339500000000004 0.09678500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 -5 -6 -8 -9 -10 11 -11
right_child=-2 -3 -4 4 6 -7 7 8 9 10 -12 -13
leaf_value=-0.00050674963070979084 -0.00060435660013878503 0.000613123545840254 -0.00062354328040267412 6.325171702606154e-05 -0.00065009263149921003 0.00097275085716465521 0.00070928198182638482 -0.0006790434212262847 0.0006617701767844161 -0.00019856463869904621 -0.0005445155498516722 0.00056218619169394154
leaf_weight=0.0011047631097650607 0.0010932381318185932 0.0013604093530210524 0.0010852606501722912 0.0014968619764663127 0.001008703756091695 0.0013790585515281615 0.0010559532424940067 0.0015589670792801342 0.0013895717859040424 0.0010450858886133134 0.0017502567115661033 0.0010328278691480799
leaf_count=128 90 150 358 105 260 173 86 1091 50 230 306 94
internal_value=0 2.6722e-05 -3.06396e-05 1.95438e-05 6.91654e-05 0.000499374 -7.07729e-05 3.83291e-06 -0.000106091 6.50971e-05 -0.000151487 0.000179567
internal_weight=0 0.0152677 0.0139073 0.012822 0.0117173 0.00287592 0.00884137 0.00783266 0.00677671 0.00521774 0.00382817 0.00207791
internal_count=3121 3031 2881 2523 2395 278 2117 1857 1771 680 630 324
is_linear=0
shrinkage=0.00196078


Tree=3182
num_leaves=14
num_cat=0
split_feature=48 151 15 14 2 4 2 159 48 0 42 3 15
split_gain=8.64632e-05 0.000125082 0.000183383 9.24439e-05 0.000218991 0.000200991 0.000243708 0.000126118 0.000143864 0.000137972 9.62256e-05 0.000114857 0.000119158
threshold=0.12879500000000002 0.06617000000000002 0.091915000000000011 -0.22253999999999999 0.10912000000000001 -0.49405499999999997 0.10045500000000002 0.082585000000000006 0.085700000000000012 -0.13027499999999997 -0.095284999999999995 -0.078934999999999991 -0.055554999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 -5 7 8 9 -7 -11 -12 -13
right_child=-2 -3 -4 4 -6 6 -8 -9 -10 10 11 12 -14
leaf_value=-0.00047690229892819608 -0.00052576197239654742 0.00066495762459147672 -0.00075171789387315458 -0.00083380161050425523 0.00068006165761202086 0.00079645730934549169 0.00092763877233494648 -0.00068045042428233526 -0.00050324160360796177 0.00054565876139908806 -0.00052986868698498351 -0.00030014371689561021 0.00057806487338095468
leaf_weight=0.0011654834248675467 0.0011363849168935644 0.001047938726009656 0.0011726151820844787 0.0010153758268072197 0.0019536829531606415 0.0010813933017939101 0.0010755149716109554 0.0010128771442544067 0.0014323753154476303 0.001068019616053054 0.0014592668482708718 0.0010890454850606772 0.0012000734557632933
leaf_count=131 90 124 460 117 345 76 167 234 230 117 826 120 84
internal_value=0 2.32587e-05 -2.24071e-05 4.06929e-05 8.93906e-05 -2.12085e-05 6.63938e-05 -4.46306e-05 4.32264e-05 0.000175945 3.66258e-05 -0.000108412 0.000160258
internal_weight=0 0.0157737 0.0147257 0.0135531 0.0123876 0.0104339 0.00941857 0.00834305 0.00733017 0.0058978 0.00481641 0.00374839 0.00228912
internal_count=3121 3031 2907 2447 2316 1971 1854 1687 1453 1223 1147 1030 204
is_linear=0
shrinkage=0.00192234


Tree=3183
num_leaves=9
num_cat=0
split_feature=147 12 12 12 3 1 52 16
split_gain=3.43961e-05 5.44212e-05 9.52066e-05 6.88579e-05 8.22867e-05 0.000148275 8.53825e-05 0.000105449
threshold=1.0000000180025095e-35 0.10866500000000003 0.097825000000000009 0.091545000000000015 0.10893000000000001 0.094385000000000011 0.077655000000000016 -0.088159999999999988
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 7 -1
right_child=-2 -3 -4 -5 -6 -7 -8 -9
leaf_value=0.0028891253533075332 0.0096748064065031603 -0.012792182954161617 0.014657688417314199 -0.01393247969396273 -0.010162775904897437 0.016553589582191091 0.0080479372615627001 -0.017618634781369387
leaf_weight=0.0015054165456296054 0.0010211714360365736 0.0010647414050516972 0.0012436978142763575 0.0012024616116618264 0.0018250027601084077 0.0018052233641316804 0.0016545917381553983 0.0015520090113204327
leaf_count=180 183 235 255 487 190 346 561 684
internal_value=0 -0.000884741 0.000290442 -0.00158164 0.00019862 0.00310009 -0.00205409 -0.00752101
internal_weight=0 0.0118531 0.0107884 0.00954471 0.00834224 0.00651724 0.00471202 0.00305743
internal_count=3121 2938 2703 2448 1961 1771 1425 864
is_linear=0
shrinkage=0.0552071


Tree=3184
num_leaves=13
num_cat=0
split_feature=47 42 457 43 52 3 151 47 12 1 1 49
split_gain=0.000105766 8.19929e-05 0.000111313 0.000105559 0.000102722 0.000168814 0.000148361 0.000173639 0.000120008 9.45625e-05 3.7528e-05 1.76093e-05
threshold=0.13148500000000005 -1.0000000180025095e-35 0.045365000000000009 -0.15582499999999996 0.090645000000000017 0.097915000000000016 -0.0077149999999999988 0.09550500000000002 0.088305000000000008 0.094385000000000011 1.0000000180025095e-35 -0.056454999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 10 3 -3 6 -6 -5 8 9 -8 -1 -4
right_child=-2 2 11 4 5 -7 7 -9 -10 -11 -12 -13
leaf_value=-0.0005750846060999259 -0.00057453393695905018 0.00056259503915711011 0.00069037574820683917 -0.00055941369049455761 -0.0008735910955084622 0.00016875172270442782 -0.00049080812881229505 0.00088289699850525936 0.00040003284070197986 0.00021708118480941792 -7.2631011943327081e-05 0.00032995265657138797
leaf_weight=0.0010303940548098802 0.0011335698681369513 0.0011630853878587038 0.0010008529623426465 0.0011818044026435512 0.0012710140125311992 0.0010472941082282361 0.0017861770126527245 0.0010819856456370696 0.0019603053410115171 0.0011439606547448162 0.0011765529836120191 0.0010028676526619195
leaf_count=616 65 93 116 228 439 52 407 103 442 202 233 125
internal_value=0 3.46612e-05 9.43568e-05 1.60541e-05 -5.10529e-05 -0.000402713 6.29016e-05 0.000186043 3.1868e-05 -0.00021444 -0.00030722 0.000509983
internal_weight=0 0.0148463 0.0126393 0.0106356 0.00947254 0.00231831 0.00715423 0.00597243 0.00489044 0.00293014 0.00220695 0.00200372
internal_count=3121 3056 2207 1966 1873 491 1382 1154 1051 609 849 241
is_linear=0
shrinkage=0.00192234


Tree=3185
num_leaves=14
num_cat=0
split_feature=47 403 42 133 15 14 52 1 1 13 1 3 2
split_gain=0.000124863 9.85145e-05 0.000103549 0.000128662 0.000174577 0.000122841 0.000195714 0.00010315 0.000205937 0.000192269 0.000121502 0.000288449 7.68387e-05
threshold=0.13148500000000005 -1.0000000180025095e-35 0.09832500000000001 0.10275500000000001 0.091915000000000011 -0.22253999999999999 -0.12005499999999998 0.094385000000000011 0.10612500000000001 -0.095304999999999987 0.086560000000000012 -0.059315 0.11144000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 -3 -7 9 -9 -8 11 -11 -10
right_child=-2 2 -4 -5 -6 6 7 8 12 10 -12 -13 -14
leaf_value=-0.00052545848421293648 -0.00057996828639918826 -0.00058001570653738038 0.00052759755800904716 0.0006016573538769023 -0.00075417649923967766 -0.00067873326446199088 0.00073052595623385923 0.0011184919022962543 -0.00023395739082270712 -0.00037651693829995631 -0.00051147206412954186 0.00082262612951801038 0.00043572569886949296
leaf_weight=0.001009624692678293 0.0012209361831104762 0.0010212360552962286 0.001522119830774161 0.001180158149143227 0.0010589408416854006 0.0010118749860033817 0.0010762066278346017 0.0010384141208638065 0.0010732690020354577 0.0017195843938809618 0.0018032860165592135 0.001138083300497444 0.0012855303489060083
leaf_count=752 65 99 257 80 227 373 83 114 149 528 165 91 138
internal_value=0 3.31261e-05 7.09031e-05 1.90522e-05 -3.71839e-05 3.08039e-05 9.22838e-05 0.000177695 0.000432854 2.66039e-05 -0.000135931 0.000101049 0.000131016
internal_weight=0 0.0159383 0.0149287 0.0134066 0.0122264 0.0111675 0.0101462 0.00913437 0.00339721 0.00573716 0.00466095 0.00285767 0.0023588
internal_count=3121 3056 2304 2047 1967 1740 1641 1268 401 867 784 619 287
is_linear=0
shrinkage=0.00184769


Tree=3186
num_leaves=13
num_cat=0
split_feature=41 3 3 15 13 52 2 47 49 2 1 1
split_gain=0.000111886 0.000107282 0.000103607 0.000288627 0.000118235 0.000212581 0.000213458 0.000129837 0.00014948 0.000165436 0.000132545 7.36418e-05
threshold=0.078065000000000009 -0.10519499999999998 -0.078934999999999991 0.088235000000000022 -0.010384999999999998 -0.013374999999999998 0.10613000000000002 0.096175000000000024 -0.054984999999999992 0.11215000000000001 0.092390000000000014 0.077845000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 11 3 -3 5 -4 -7 8 -6 10 -10 -1
right_child=-2 2 4 -5 7 6 -8 -9 9 -11 -12 -13
leaf_value=7.9739901192938962e-05 -0.00061278159742213191 -0.0011431536834343552 0.00094191786588749887 0.00025469046766584948 -0.00049923955783272571 0.00040486885668362781 -0.00064653402662687772 -0.00066670948912454352 0.00011369409299071204 -0.00038090786085106192 0.0010490175976695271 0.000709581587382504
leaf_weight=0.0014134192785144328 0.0010317906414752656 0.0010467249997737045 0.0012915131848674649 0.001140743614314722 0.0014343236997788888 0.0019061289064848921 0.0011405234932049429 0.0012965844741981147 0.0012348556928330151 0.0010662554218932481 0.0010243090329141739 0.0013329194002992322
leaf_count=108 154 997 242 323 123 403 161 86 149 96 82 197
internal_value=0 4.1204e-05 -3.39322e-05 -0.000414192 4.60914e-05 0.000288335 1.1273e-05 -0.000127428 1.94754e-05 0.000243208 0.000537771 0.00038543
internal_weight=0 0.0153283 0.012582 0.00218747 0.0103945 0.00433817 0.00304665 0.00605633 0.00475974 0.00332542 0.00225916 0.00274634
internal_count=3121 2967 2662 1320 1342 806 564 536 450 327 231 305
is_linear=0
shrinkage=0.00192234


Tree=3187
num_leaves=10
num_cat=0
split_feature=484 15 151 12 403 43 15 2 4
split_gain=3.45844e-05 4.15989e-05 9.29162e-05 5.08229e-05 9.24493e-05 0.000132433 9.11766e-05 0.000104175 8.08451e-05
threshold=0.085515000000000022 -0.11713499999999999 -0.077429999999999985 0.088305000000000008 0.03138500000000001 -0.074359999999999996 0.024640000000000006 0.10981000000000002 0.0061450000000000003
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 6 5 -5 7 8 -4
right_child=-2 2 3 4 -6 -7 -8 -9 -10
leaf_value=-0.0088465500762766169 0.0083643280854316052 0.01401481224733205 -0.017475729480712073 0.009776272982941047 0.01642736171738738 -0.014448773838308721 -0.020275331710344506 0.013303135027843655 0.0017614071680008485
leaf_weight=0.0017558599726836986 0.0013353916912987917 0.0013190930677097904 0.0012617384535322182 0.0013626461277234715 0.0011093526858057517 0.0013887735824544196 0.0010097457560024488 0.0010354474076637032 0.0014097809861226692
leaf_count=400 341 321 258 364 165 600 473 102 97
internal_value=0 -0.00101541 0.000373995 -0.00172377 0.00297331 -0.00245127 -0.00556846 -0.00156244 -0.00732415
internal_weight=0 0.0116524 0.00989658 0.00857748 0.00386077 0.00275142 0.00471671 0.00370697 0.00267152
internal_count=3121 2780 2380 2059 1129 964 930 457 355
is_linear=0
shrinkage=0.0552071


Tree=3188
num_leaves=11
num_cat=0
split_feature=48 50 4 12 3 47 52 2 13 2
split_gain=3.1514e-05 6.13834e-05 0.000104363 6.1499e-05 0.000213439 0.000133675 0.000105367 8.24831e-05 7.36726e-05 0.000107833
threshold=0.11951500000000001 0.088425000000000017 0.36766000000000004 -0.040564999999999997 0.10542000000000001 0.09550500000000002 -0.088204999999999992 0.095195000000000016 -0.014169999999999999 0.088225000000000012
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 6 -5 8 -8 -10
right_child=-2 -3 -4 4 -6 -7 7 -9 9 -11
leaf_value=-0.014401968512598387 -0.011044327346265672 -0.014385744048425447 0.021651030895745736 -0.025693218004681672 0.023866259581350198 0.019268152032927706 -0.012279804585077029 -0.016622682701495729 -0.0029017517297943553 0.024379258160120265
leaf_weight=0.001111445662396948 0.0010443501568912225 0.0010418770317409459 0.0010992925444555301 0.0010406039974678828 0.0015962536676815131 0.0010164548197177659 0.0010405891480926191 0.0013359684948190224 0.0015087848126570619 0.00108371705737835
leaf_count=204 114 521 277 406 98 157 635 286 303 120
internal_value=0 0.000910103 0.00238119 0.000204938 0.00208781 -0.00286001 -0.0066027 -0.00260482 0.00254986 0.00850225
internal_weight=0 0.011875 0.0108331 0.00973382 0.00862237 0.00702612 0.00600966 0.00496906 0.00363309 0.0025925
internal_count=3121 3007 2486 2209 2005 1907 1750 1344 1058 423
is_linear=0
shrinkage=0.0659776


Tree=3189
num_leaves=10
num_cat=0
split_feature=133 13 2 2 3 48 12 4 1
split_gain=3.28561e-05 6.55606e-05 5.34824e-05 7.7374e-05 7.58256e-05 5.00574e-05 8.40992e-05 0.000175124 0.000122464
threshold=0.10622000000000002 -0.23438999999999996 0.11215000000000001 0.10045500000000002 0.10893000000000001 0.085700000000000012 0.084100000000000022 0.09173000000000002 0.087505000000000013
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 3 5 -4 6 8 -8 -3
right_child=-2 2 4 -5 -6 -7 7 -9 -10
leaf_value=0.013090787805630248 -0.0097579135072079683 0.024084153992090174 0.0024069955512781762 0.013929812423001273 -0.018597166023481292 -0.010661204146746461 -0.016390448683982876 0.010874633432745265 -0.00080566475408123635
leaf_weight=0.0012314996946588301 0.0010162037206957368 0.0010152559473023378 0.0010505603282345921 0.001318295926538364 0.001132508097832316 0.0013549524944906346 0.0017837236162629999 0.0012852523495959171 0.0016384345762333538
leaf_count=157 435 260 308 292 69 286 1084 85 145
internal_value=0 0.000794118 -0.000637338 0.0014043 -0.00848931 -0.000928738 0.00137561 -0.00497214 0.00871675
internal_weight=0 0.0118105 0.010579 0.00839591 0.00218307 0.00707762 0.00572267 0.00306898 0.00265369
internal_count=3121 2686 2529 2152 377 1860 1574 1169 405
is_linear=0
shrinkage=0.0563112


Tree=3190
num_leaves=11
num_cat=0
split_feature=42 47 43 16 0 2 1 1 12 1
split_gain=3.35161e-05 5.02146e-05 9.34245e-05 0.000167158 9.51404e-05 7.24159e-05 0.000120413 7.33526e-05 4.74785e-05 3.72849e-05
threshold=-1.0000000180025095e-35 0.10904500000000002 -0.14968999999999996 0.22339500000000004 -0.060129999999999996 0.11215000000000001 0.094385000000000011 0.089175000000000018 0.051320000000000005 0.077565000000000009
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=8 2 -2 4 5 6 7 9 -1 -4
right_child=1 -3 3 -5 -6 -7 -8 -9 -10 -11
leaf_value=0.0025615143809649501 0.021665909921803873 -0.011450285273957686 -0.0025600137211478566 -0.021135964311031135 0.020075093309445447 -0.011608621540415963 0.022478351192191694 -0.015579493342535229 -0.016498402822933422 0.014475319167313268
leaf_weight=0.0010542009310810154 0.0010033216806640292 0.0011251407644845531 0.0011611908873086921 0.0012411240137388266 0.0013458139022922795 0.0014373975313803043 0.0012114072567229921 0.0010400089150437841 0.0011361609276881299 0.0010009147072729211
leaf_count=133 110 152 754 286 221 184 235 156 729 161
internal_value=0 0.00146664 0.003006 0.000787203 0.004568 0.00100109 0.00510783 -0.00146369 -0.00732504 0.00532624
internal_weight=0 0.0105663 0.00944118 0.00843786 0.00719673 0.00585092 0.00441352 0.00320211 0.00219036 0.00216211
internal_count=3121 2259 2107 1997 1711 1490 1306 1071 862 915
is_linear=0
shrinkage=0.0646839


Tree=3191
num_leaves=10
num_cat=0
split_feature=484 42 43 3 150 4 16 2 3
split_gain=2.83559e-05 4.15934e-05 5.82427e-05 9.61477e-05 7.08026e-05 7.58705e-05 8.36598e-05 3.61972e-05 3.21646e-05
threshold=0.085515000000000022 -1.0000000180025095e-35 -0.074359999999999996 -0.080734999999999987 0.092010000000000022 0.055260000000000011 -0.056919999999999991 0.10855000000000002 -0.059315
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 8 3 -3 5 6 -4 -7 -1
right_child=-2 2 4 -5 -6 7 -8 -9 -10
leaf_value=-0.019495280913540986 0.0099195840121098881 -0.0012465547206346418 0.011021953299600878 0.026742430658065391 0.014010507998383546 -0.0075337176619290677 -0.010789524977972182 -0.026575339511142788 -0.001595569336743419
leaf_weight=0.0010077298140747028 0.0013072804351322827 0.0015742997248425067 0.0018316051390095984 0.0010391792032970609 0.0010860323697469603 0.0010335210154484122 0.0017574969219353454 0.0010035921282735936 0.0010408544068551411
leaf_count=687 341 386 419 366 116 104 427 145 130
internal_value=0 -0.00118644 0.000837666 0.00988251 -0.00268403 -0.00590659 0.000341397 -0.0169147 -0.0104007
internal_weight=0 0.0113743 0.00932573 0.00261348 0.00671225 0.00562622 0.0035891 0.00203711 0.00204858
internal_count=3121 2780 1963 752 1211 1095 846 249 817
is_linear=0
shrinkage=0.0714163


Tree=3192
num_leaves=13
num_cat=0
split_feature=47 403 42 133 15 42 52 52 3 1 1 0
split_gain=8.6324e-05 8.27782e-05 0.000263283 8.47647e-05 9.96386e-05 0.000103541 5.79364e-05 0.00012848 0.000121653 0.000138502 0.00023294 3.59274e-05
threshold=0.13148500000000005 0.096440000000000012 0.09832500000000001 0.10275500000000001 0.084050000000000014 0.088915000000000008 0.10898500000000001 0.0031350000000000002 -0.087784999999999988 0.11061500000000002 0.094385000000000011 -0.22491999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 7 8 -1 10 11 -10
right_child=-2 -3 -4 -5 -6 -7 -8 -9 9 -11 -12 -13
leaf_value=0.00038119653111239933 -0.00069058496161034869 -0.00066736523146765034 0.00080174320556667625 0.00029543003837736965 -0.00071285794193219577 -0.00075308458279017766 -0.0004867324744335212 0.00058948259155156772 -0.00016786632816433487 -0.00079756145215196617 0.00064369879364532345 -0.00067131609828006511
leaf_weight=0.0013748468139014756 0.001140315912832591 0.0010243298417680754 0.0011646775504091699 0.0013194230595096256 0.0014318062977240571 0.0010043563581363128 0.0011978151541372304 0.0011199279325311839 0.0010052025266160743 0.0014061549068753029 0.0011657421864673112 0.0011902855862611877
leaf_count=269 65 225 357 240 594 262 184 182 39 158 147 399
internal_value=0 -0.000130148 -8.90213e-05 -0.00017395 -0.000230788 -0.000157858 -8.71937e-05 -2.1294e-05 -0.000132658 -0.000280847 -6.46819e-05 -0.000440812
internal_weight=0 0.0144046 0.0133802 0.0122156 0.0108961 0.00946433 0.00845998 0.00726216 0.00614223 0.00476739 0.00336123 0.00219549
internal_count=3121 3056 2831 2474 2234 1640 1378 1194 1012 743 585 438
is_linear=0
shrinkage=0.00196078


Tree=3193
num_leaves=10
num_cat=0
split_feature=42 133 1 0 15 3 15 2 15
split_gain=3.0116e-05 4.79387e-05 6.42201e-05 0.000158232 6.89427e-05 0.000102224 8.63777e-05 0.000143956 1.87577e-05
threshold=0.10256000000000001 0.10275500000000001 1.0000000180025095e-35 -0.059114999999999994 0.035560000000000008 0.10893000000000001 -0.040439999999999997 0.090675000000000019 -0.10091499999999999
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 6 7 8 -4
right_child=-2 -3 4 -5 -6 -7 -8 -9 -10
leaf_value=-0.024710111863609784 -0.010306018519083124 0.013163340394974457 0.00086137320305716073 0.0060216216281100748 -0.012174226713364208 -0.0081547902296455511 0.024112096747764336 0.023324788354611877 -0.011034041290875296
leaf_weight=0.0013646555481730584 0.0011111904386069118 0.0011858445454664733 0.0011283579847314376 0.0014414067818876433 0.0011342206700383373 0.0017628955598591369 0.0013239516862305475 0.0011362695607189067 0.0010908470089713506
leaf_count=1152 346 270 125 99 288 215 267 167 192
internal_value=0 0.000842479 -0.000564743 -0.00892396 0.00253119 0.00512019 0.0101213 0.00460106 -0.0049858
internal_weight=0 0.0115684 0.0103826 0.00280606 0.00757654 0.00644232 0.00467943 0.00335547 0.0022192
internal_count=3121 2775 2505 1251 1254 966 751 484 317
is_linear=0
shrinkage=0.0646839


Tree=3194
num_leaves=12
num_cat=0
split_feature=47 42 131 16 52 160 0 48 16 13 13
split_gain=0.000120098 8.98424e-05 0.000100258 7.22843e-05 0.00012769 0.000123236 0.000116537 0.000114916 0.000114383 0.000112584 5.86675e-05
threshold=0.13148500000000005 0.09832500000000001 0.084390000000000007 -0.014034999999999997 0.090245000000000006 -0.081639999999999976 -0.10224499999999999 0.083985000000000018 -0.088394999999999987 -0.074044999999999986 0.016935000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 6 -5 7 -1 -8 -7 -11
right_child=-2 -3 -4 5 -6 9 8 -9 -10 10 -12
leaf_value=-0.0005483077736895593 -0.00062785525281050449 0.000479122457437086 -0.0005497332622040953 0.0007918833336814289 -0.00069053956069963114 0.00044107447289326482 -8.4279925148556691e-05 0.00013545281475606661 0.00079326052649748293 -0.00051543743377243897 0.00010909443395016741
leaf_weight=0.0017363260495925565 0.0011036609468271221 0.0014779706785908236 0.0012028943538547809 0.0010599333261431115 0.0011112548041499609 0.0015975712133981705 0.0010605435487148244 0.001904683490354997 0.0011377422915145811 0.001203898119960225 0.0010325743181407998
leaf_count=171 65 394 440 192 379 293 284 108 361 252 182
internal_value=0 2.99266e-05 -2.09569e-05 3.2744e-05 -9.32686e-05 0.00021171 2.03958e-05 -0.000190619 0.000369899 5.13197e-05 -0.000227092
internal_weight=0 0.0145254 0.0130474 0.0118445 0.00695055 0.00489398 0.0058393 0.00364101 0.00219829 0.00383404 0.00223647
internal_count=3121 3056 2662 2222 1303 919 924 279 645 727 434
is_linear=0
shrinkage=0.00192234


Tree=3195
num_leaves=11
num_cat=0
split_feature=47 4 1 151 13 403 160 43 2 4
split_gain=0.000108148 0.000102919 0.000170582 8.88397e-05 8.47722e-05 0.000120965 0.000160848 0.000161796 0.000109248 9.85244e-05
threshold=0.13148500000000005 0.24564500000000003 0.111945 -0.086944999999999981 0.18141000000000002 0.03138500000000001 -1.0000000180025095e-35 -0.074359999999999996 0.089885000000000007 0.010840000000000001
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 -1 5 6 -5 -8 -9 -10
right_child=-2 2 -4 4 -6 -7 7 8 9 -11
leaf_value=0.00049263396707794759 -0.00062400678562785691 -9.3393727712764497e-05 0.00088914172856535689 -0.00074362931108561332 -0.00062950705538082369 0.00044004176396673938 0.00052189720939116045 -0.00064190964384147424 0.00027520604366645392 -0.00040725547929609628
leaf_weight=0.0010315855561193058 0.0010638695965852199 0.0014510570631343683 0.0012774063183183548 0.0014381293070600126 0.0010845720575380349 0.0016038290739565737 0.0016014887222183432 0.0014756612224668267 0.0020008243717817738 0.001370285050417322
leaf_count=214 65 147 264 658 113 283 433 522 331 91
internal_value=0 2.39413e-05 0.000366608 -5.66138e-05 -0.000110194 -5.08449e-05 -0.000150675 -1.84307e-05 -0.000196968 -2.20021e-06
internal_weight=0 0.0143348 0.00272846 0.0116064 0.0105748 0.00949022 0.00788639 0.00644826 0.00484677 0.00337111
internal_count=3121 3056 411 2645 2431 2318 2035 1377 944 422
is_linear=0
shrinkage=0.00196078


Tree=3196
num_leaves=13
num_cat=0
split_feature=47 4 1 12 151 160 15 4 160 16 43 0
split_gain=0.000169525 0.000111923 0.000212183 0.000109408 0.000129129 0.000149952 0.000120367 0.000106232 0.000187647 0.000136474 0.000112149 4.27891e-05
threshold=0.13148500000000005 0.24564500000000003 0.111945 0.10388500000000002 -0.086769999999999986 -0.082299999999999984 -0.095869999999999983 0.0061450000000000003 0.041220000000000007 -0.083134999999999987 -0.12152999999999999 -0.10607499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 4 -1 -6 -7 8 9 -8 -11 -9
right_child=-2 2 -4 -5 5 6 7 11 -10 10 -12 -13
leaf_value=0.00066160149974246426 -0.00072068294951305092 -0.00010572364720222506 0.0009436095473661937 -0.00060088598335739909 -0.00069761478552347433 -0.00052126149723591322 0.00066298437703172738 0.00073113207720082202 -0.00069807745529000672 0.00043231102339048269 -0.00036855848599728083 0.00020128509774907855
leaf_weight=0.0011132556512004179 0.0011831560922690434 0.0015634012486154187 0.0014081948671032702 0.001176198913794657 0.0011847921190308126 0.0012517843381183455 0.001463288107530734 0.0012479474908966282 0.0012089300289407409 0.0010671173234839664 0.00181676031371682 0.0011047410160480381
leaf_count=207 65 147 264 272 422 151 360 54 223 100 723 133
internal_value=0 4.91445e-05 0.00039154 -3.13838e-05 2.70742e-05 -4.12067e-05 4.36905e-05 0.00013311 -1.47668e-05 0.000175259 -7.22138e-05 0.000482334
internal_weight=0 0.0156064 0.0029716 0.0126348 0.0114586 0.0103454 0.00916057 0.00790878 0.0055561 0.00434717 0.00288388 0.00235269
internal_count=3121 3056 411 2645 2373 2166 1744 1593 1406 1183 823 187
is_linear=0
shrinkage=0.00196078


Tree=3197
num_leaves=13
num_cat=0
split_feature=47 4 1 151 160 133 42 43 133 4 0 16
split_gain=0.000137131 0.000116573 0.00017227 9.30445e-05 9.92157e-05 0.00011211 0.000129758 0.000123048 0.000140461 0.000111136 5.73136e-05 0.000131758
threshold=0.13148500000000005 0.24564500000000003 0.111945 -0.086944999999999981 -0.082299999999999984 -0.0061299999999999992 0.088200000000000014 -0.09225499999999999 0.076280000000000014 -0.033174999999999989 -0.10096999999999999 -0.070454999999999976
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 -1 -5 -6 7 -7 10 -8 11 -9
right_child=-2 2 -4 4 5 6 9 8 -10 -11 -12 -13
leaf_value=0.00047637704142465152 -0.00064160471802886514 -4.7819754220934761e-05 0.00087367331029627646 -0.00061451943382889566 -0.00050605540266956441 -0.0006465616440257401 1.8395338648978457e-05 -0.0003811320367987598 0.00058175662591864342 0.00091279373635128384 -0.00047041476204768933 0.00045487055371351808
leaf_weight=0.0011620320916623387 0.0011745378280569865 0.0016185192322474156 0.0013965901375784238 0.0012122848547020662 0.0015660182775478473 0.0011611716100776576 0.0010062126769505412 0.0014518508070144875 0.0013446484408391312 0.0010482193100780624 0.001286376201083384 0.0013393336473066534
leaf_count=214 65 147 264 463 632 222 300 67 235 165 281 66
internal_value=0 3.95312e-05 0.000379013 -4.18461e-05 -9.45954e-05 -3.28248e-05 5.29709e-05 -7.86472e-05 4.29722e-05 0.000474738 -0.000134702 2.0019e-05
internal_weight=0 0.0155933 0.00301511 0.0125781 0.0114161 0.0102038 0.00863781 0.00658338 0.00542221 0.00205443 0.00407756 0.00279118
internal_count=3121 3056 411 2645 2431 1968 1336 871 649 465 414 133
is_linear=0
shrinkage=0.00192234


Tree=3198
num_leaves=11
num_cat=0
split_feature=11 13 1 39 15 16 15 4 52 15
split_gain=3.22259e-05 4.83988e-05 0.000153697 9.05593e-05 7.33945e-05 0.0001232 6.75916e-05 0.000230802 7.63457e-05 4.09857e-05
threshold=0.080455000000000013 -0.094514999999999988 0.08844500000000001 0.085220000000000004 0.088655000000000025 -0.18708499999999997 -0.0063699999999999989 -0.084369999999999987 -0.0027449999999999996 -0.092334999999999987
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 -3 8 -8 9 -7
right_child=-2 3 -4 -5 -6 6 7 -9 -10 -11
leaf_value=-0.0044522695078074584 -0.012216099646843826 -0.019602329464854549 0.030741045474231031 0.017470061833256407 -0.018747213305183204 -0.0012311239517441887 -0.0092100669762610644 0.037030633124952042 0.011609538153830985 -0.02075193549037975
leaf_weight=0.0015436260110925431 0.0010008396646021831 0.001392562022584397 0.001003997307357728 0.0010914444880034671 0.0013763659033694592 0.0011096289547050347 0.0010768317388121567 0.001040421148908394 0.0011991035691483781 0.0010046516652361627
leaf_count=169 189 156 175 277 601 170 332 240 320 492
internal_value=0 0.000867891 0.00941713 -0.00147633 -0.00399829 -0.00102316 0.00374104 0.0135127 -0.00250304 -0.0105069
internal_weight=0 0.0118386 0.00254762 0.00929101 0.00819957 0.0068232 0.00543064 0.00211725 0.00331338 0.00211428
internal_count=3121 2932 344 2588 2311 1710 1554 572 982 662
is_linear=0
shrinkage=0.0700159


Tree=3199
num_leaves=10
num_cat=0
split_feature=133 133 160 42 52 52 0 13 16
split_gain=2.76929e-05 6.56705e-05 4.26282e-05 6.52792e-05 6.54937e-05 0.000108799 5.47071e-05 9.15862e-05 7.29978e-05
threshold=0.10622000000000002 0.083950000000000011 0.086075000000000013 0.097315000000000026 -0.087769999999999987 -0.012859999999999998 -0.14001499999999997 0.030370000000000005 -0.056919999999999991
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 -6 -7 8 -8
right_child=-2 -3 -4 -5 5 6 7 -9 -10
leaf_value=-0.015071661863758589 -0.011024766049201506 0.014515576089252281 -0.012206291119713617 0.01585467354204053 0.022046095342816763 0.0088445191261228434 -0.0048662996075486843 0.0096235183314631288 -0.027936023496656377
leaf_weight=0.0013990815597983127 0.0010121760887993317 0.0014443331974763251 0.0014091246967744301 0.0011565066521988911 0.0010056725564759877 0.001442004086845838 0.0017115493857298818 0.0011316142677524625 0.001038357138978247
leaf_count=347 435 580 197 182 187 168 643 169 213
internal_value=0 0.00080875 -0.00111445 0.000644716 -0.00163139 0.0013396 -0.00257208 -0.0068134 -0.0135774
internal_weight=0 0.0117382 0.0102939 0.00888479 0.00772828 0.0063292 0.00532352 0.00388152 0.00274991
internal_count=3121 2686 2106 1909 1727 1380 1193 1025 856
is_linear=0
shrinkage=0.0686431


Tree=3200
num_leaves=10
num_cat=0
split_feature=42 43 1 0 13 51 12 48 0
split_gain=3.13626e-05 4.88172e-05 7.6592e-05 0.000100262 7.07519e-05 8.38157e-05 8.36433e-05 7.15888e-05 0.00016196
threshold=0.10256000000000001 0.12450000000000001 0.077565000000000009 -0.076899999999999982 -0.00096999999999999983 -0.076794999999999988 0.088365000000000013 0.086035000000000014 -0.10607499999999999
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 6 -6 -4 8 -7
right_child=-2 -3 4 -5 5 7 -8 -9 -10
leaf_value=-0.021840623541137916 -0.009332598169581428 0.011532103891431658 0.019813333796848177 0.00048620702529775239 -0.016052154373682483 0.023762521825865402 -0.00051059221561105433 -0.0068635917053174039 -0.0071127880095821347
leaf_weight=0.0011319209979917214 0.0011077686542284816 0.0012442444194965497 0.0013801767964810299 0.0016036057678104401 0.0010465997652264053 0.0011662374774537698 0.0012947363245161252 0.0016394766585894338 0.0010791362961602184
leaf_count=1070 346 195 439 252 161 91 283 108 176
internal_value=0 0.000783315 -0.000509883 -0.00875231 0.00245439 -0.00162545 0.00997596 0.00226119 0.00892372
internal_weight=0 0.0115861 0.0103419 0.00273553 0.00760636 0.00493145 0.00267491 0.00388485 0.00224537
internal_count=3121 2775 2580 1322 1258 536 722 375 267
is_linear=0
shrinkage=0.0574375


Tree=3201
num_leaves=10
num_cat=0
split_feature=2 2 160 43 1 0 3 52 12
split_gain=2.85534e-05 4.00584e-05 7.86631e-05 6.23778e-05 8.54788e-05 0.00010855 0.000104712 5.72747e-05 4.82274e-05
threshold=-1.0000000180025095e-35 0.088225000000000012 0.088405000000000011 0.016310000000000002 0.10557500000000002 -0.15202999999999997 -0.087784999999999988 -1.0000000180025095e-35 0.090455000000000021
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 7 3 4 6 -6 -3 -2 -9
right_child=1 2 -4 -5 5 -7 -8 8 -10
leaf_value=0.010412116332196216 -0.016951041377026049 0.0032415682123902259 0.015970212866964286 0.010050887374118626 -0.010379616657325693 0.020585253617846123 -0.02469647559603488 -0.010124310671560249 0.010799390555420868
leaf_weight=0.0011092358104291275 0.0015716334896616157 0.001036635254523847 0.001467699919232999 0.001607634446794068 0.0010990008503493163 0.0010365802096032285 0.0016199063845097491 0.0010301658825245161 0.0010461631485276859
leaf_count=199 471 218 214 273 82 250 569 574 271
internal_value=0 -0.00111933 0.00163751 -0.00164951 -0.00557469 0.00465028 -0.0137945 -0.00706494 0.000418144
internal_weight=0 0.0115154 0.00786746 0.00639976 0.00479212 0.00213558 0.00265654 0.00364796 0.00207633
internal_count=3121 2922 1606 1392 1119 332 787 1316 845
is_linear=0
shrinkage=0.0686431


Tree=3202
num_leaves=13
num_cat=0
split_feature=47 123 484 4 1 13 403 457 0 2 12 1
split_gain=0.000182732 0.000173328 0.000177199 0.000202868 0.000182287 9.82747e-05 0.000191771 8.98791e-05 8.56231e-05 0.000175813 0.000100881 9.88107e-05
threshold=0.13148500000000005 1.0000000180025095e-35 -0.0068949999999999992 0.24564500000000003 0.111945 0.18141000000000002 0.03138500000000001 0.080930000000000016 0.062580000000000011 0.092875000000000013 0.086915000000000006 0.086720000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 5 -5 6 7 8 9 10 11 -4
right_child=-2 -3 3 4 -6 -7 -8 -9 -10 -11 -12 -13
leaf_value=-0.00079525705028398428 -0.00072674506960031607 0.00083625328011285307 0.0006468003583461724 6.7090453103688815e-05 0.001116594429003084 -0.00061175118447448257 0.00061469375777009822 0.00030625563697326375 0.00021838262886589624 -0.00083435636343441263 -0.00045052274748106291 -0.00019723019735074009
leaf_weight=0.0010008989922100581 0.0012385595846826627 0.0010221044036657452 0.0010023810820754264 0.0013604856300756256 0.0011953051324464022 0.0010959288200756987 0.0016658788651880184 0.0016006409595337168 0.0014296650551438583 0.0017461555001995338 0.0016214361302464113 0.00113947333478992
leaf_count=479 65 255 351 109 169 104 264 109 101 424 622 69
internal_value=0 5.52188e-05 1.49114e-06 5.90393e-05 0.000557928 -5.37819e-05 6.13551e-06 -0.000112578 -0.00020919 -0.000320143 -8.15488e-05 0.000197773
internal_weight=0 0.0158804 0.0148582 0.0138574 0.00255579 0.0113016 0.0102056 0.00853975 0.00693911 0.00550945 0.00376329 0.00214185
internal_count=3121 3056 2801 2322 278 2044 1940 1676 1567 1466 1042 420
is_linear=0
shrinkage=0.00196078


Tree=3203
num_leaves=13
num_cat=0
split_feature=47 484 4 1 12 43 3 43 160 0 3 1
split_gain=9.52466e-05 8.152e-05 7.63333e-05 0.000212423 7.52681e-05 7.86917e-05 0.000178852 0.000151938 0.000126683 0.000186772 0.000222348 0.00014772
threshold=0.13148500000000005 -0.0068949999999999992 0.24564500000000003 0.111945 0.10388500000000002 -0.074359999999999996 -0.077774999999999983 -0.17390999999999998 0.086075000000000013 -0.10011499999999998 -0.078724999999999976 0.091900000000000023
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 4 -4 5 6 7 -3 9 11 -11 -7
right_child=-2 2 3 -5 -6 8 -8 -9 -10 10 -12 -13
leaf_value=-0.000504231510516178 -0.00056111999096494617 0.00054155142173493488 -0.00012659623781248924 0.0010507635889190879 -0.00048586715702577863 0.00087789578285501558 0.00090473734025133239 -0.00046601273967947085 -0.00062019858312736527 0.00026034481389031021 -0.00092481641007569645 -6.1067461218709698e-05
leaf_weight=0.0010239786262382792 0.0011346728904889627 0.0010204365816509631 0.0013509111940975811 0.0010448766853253951 0.001100373369904155 0.0013582828765018209 0.0011989631773183327 0.0013194232423322039 0.0013059941083789061 0.0012337650651588097 0.0012011035275666174 0.0012252577262387154
leaf_count=493 65 62 130 251 228 108 191 478 85 654 302 74
internal_value=0 2.89552e-05 6.98233e-05 0.000386887 5.37974e-07 5.48029e-05 0.000288937 -2.66038e-05 -7.62071e-05 6.53617e-05 -0.000324287 0.000432588
internal_weight=0 0.0143834 0.0133594 0.00239579 0.0109636 0.00986323 0.00353882 0.00233986 0.0063244 0.00501841 0.00243487 0.00258354
internal_count=3121 3056 2563 381 2182 1954 731 540 1223 1138 956 182
is_linear=0
shrinkage=0.00196078


Tree=3204
num_leaves=13
num_cat=0
split_feature=47 484 4 1 13 403 52 51 2 3 1 52
split_gain=0.000105568 9.28718e-05 9.62698e-05 0.000243434 7.08772e-05 8.14185e-05 0.000107942 9.04543e-05 7.23756e-05 0.000129349 9.81226e-05 5.91916e-05
threshold=0.13148500000000005 -0.0068949999999999992 0.24564500000000003 0.111945 0.18141000000000002 0.03138500000000001 -0.046924999999999988 0.086685000000000012 0.10613000000000002 -0.086769999999999986 0.085345000000000018 -0.10925999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 4 -4 5 6 7 11 9 -8 -11 -3
right_child=-2 2 3 -5 -6 -7 8 -9 -10 10 -12 -13
leaf_value=-0.000538704563602766 -0.00060545471980464358 0.00016844697010028802 -0.00013075805605184063 0.001103504941138953 -0.00046011754551837089 0.00045240520393424868 -0.00064478712975029337 -0.00021410033798932617 -0.00058051469816328735 0.00056423655320064401 -0.00018681553665077179 0.00082506198182171571
leaf_weight=0.0010409928111946151 0.0010946108603400164 0.0010873889081062485 0.0013828339681751236 0.0011055261452767382 0.0011952567149354767 0.0015868425746661642 0.0010545998708219209 0.0010628030405055444 0.0014379259617126744 0.0012600799394637224 0.0014252307656779008 0.001025749513539688
leaf_count=493 65 337 130 251 113 274 341 113 102 467 273 162
internal_value=0 2.57898e-05 6.89213e-05 0.000417599 -8.99225e-06 4.52509e-05 -3.20901e-05 0.000252501 -0.00020665 -6.29065e-05 0.000165615 0.000487178
internal_weight=0 0.0146652 0.0136242 0.00248836 0.0111359 0.00994062 0.00835378 0.00317594 0.00517784 0.00373991 0.00268531 0.00211314
internal_count=3121 3056 2563 381 2182 2069 1795 612 1183 1081 740 499
is_linear=0
shrinkage=0.00196078


Tree=3205
num_leaves=9
num_cat=0
split_feature=11 48 0 42 4 15 3 13
split_gain=3.05012e-05 4.63493e-05 0.000152711 5.47301e-05 0.000131231 9.57889e-05 0.000103526 9.43614e-05
threshold=0.080455000000000013 0.016865000000000002 -0.20211999999999997 0.086325000000000013 0.09173000000000002 -0.016799999999999995 0.10542000000000001 -0.0034749999999999994
decision_type=2 2 2 2 2 2 2 2
left_child=1 3 -3 5 -5 -1 7 -7
right_child=-2 2 -4 4 -6 6 -8 -9
leaf_value=-0.010694714177286627 -0.01157700890725602 -0.007704021846830735 0.021972982281242105 -0.023193615355980565 0.0085537760826750481 0.01401993720440098 0.024483173229874675 -0.01146696453190197
leaf_weight=0.0019408450861716706 0.0010068796709540315 0.0015632730641756964 0.0017114433278571555 0.0015036831677268606 0.0010363154737338251 0.0012908272750153278 0.001227419964466514 0.0014571093735720906
leaf_count=501 189 82 494 787 168 488 71 341
internal_value=0 0.000872364 0.00780587 -0.00181268 -0.0102407 0.00180573 0.00790868 0.000505359
internal_weight=0 0.0117309 0.00327472 0.0084562 0.00254 0.0059162 0.00397536 0.00274794
internal_count=3121 2932 576 2356 955 1401 900 829
is_linear=0
shrinkage=0.0686431


Tree=3206
num_leaves=12
num_cat=0
split_feature=47 42 131 16 16 133 2 2 16 15 12
split_gain=0.000100951 9.88379e-05 9.53696e-05 9.26172e-05 0.000105955 0.000128904 0.00015992 9.48808e-05 8.90475e-05 8.01798e-05 7.04525e-05
threshold=0.13148500000000005 0.09832500000000001 0.084390000000000007 0.0047850000000000011 -0.48836499999999994 -0.0061299999999999992 0.092875000000000013 0.088225000000000012 0.15891500000000003 -0.099734999999999976 0.09320500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 -6 7 9 -5 -7 -10
right_child=-2 -3 -4 8 5 6 -8 -9 10 -11 -12
leaf_value=0.00032594847513015891 -0.0005839541236429054 0.0005085638724582149 -0.00055026796753392788 0.000639309717830389 -0.00084619747764408078 0.00032745547959024489 -0.00053173505927048585 0.00063326742192744022 -0.00030265601627778614 -0.00044087865179251353 0.00037594870447185859
leaf_weight=0.0018108713422108173 0.0011052639614970152 0.0014936365255219112 0.0012015837051869314 0.0015627074597336183 0.0010311039803966998 0.0010128162682071923 0.0019429288345129744 0.001146204941938395 0.0011803941206695243 0.0010779514982014616 0.0011724164548480628
leaf_count=188 65 394 440 217 582 80 258 158 208 383 148
internal_value=0 3.06067e-05 -2.37274e-05 2.92727e-05 -9.13913e-05 -0.00021307 -8.70408e-05 0.000179878 0.000276482 -6.86798e-05 3.54959e-05
internal_weight=0 0.0146326 0.013139 0.0119374 0.00802188 0.00621101 0.0051799 0.00323697 0.00391552 0.00209077 0.00235281
internal_count=3121 3056 2662 2222 1649 1461 879 621 573 463 356
is_linear=0
shrinkage=0.00196078


Tree=3207
num_leaves=10
num_cat=0
split_feature=457 1 47 13 12 2 13 1 1
split_gain=2.93774e-05 6.069e-05 7.37601e-05 5.67259e-05 8.81962e-05 0.000131879 6.95882e-05 0.000109628 0.000152402
threshold=0.045365000000000009 0.13146500000000003 0.10621500000000002 -0.017449999999999997 0.088365000000000013 0.10005000000000001 0.065590000000000009 0.086560000000000012 0.10508500000000001
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 -6 7 -5 -9
right_child=-2 -3 -4 6 5 -7 -8 8 -10
leaf_value=0.0039798269582346875 0.0074925593198936656 0.012179373315453015 -0.019523469354954571 0.024738505951546697 -0.032849347601357382 -0.00032953786035734388 -0.008103197413865601 -0.015388500793610252 0.018591637282335025
leaf_weight=0.0016642897205227224 0.0018262734238800619 0.0012269908939029186 0.001022191721425301 0.0011576486384036839 0.0010056614836389663 0.0010843510940683832 0.0015104758730197102 0.0012042745404877968 0.0010199856395881751
leaf_count=721 289 219 158 496 501 188 297 163 89
internal_value=0 -0.00137224 -0.00309196 -0.00114946 -0.00713024 -0.0159773 0.00344005 0.00859565 0.000193873
internal_weight=0 0.0108959 0.00966888 0.00864669 0.0037543 0.00209001 0.00489238 0.00338191 0.00222426
internal_count=3121 2832 2613 2455 1410 689 1045 748 252
is_linear=0
shrinkage=0.0646839


Tree=3208
num_leaves=11
num_cat=0
split_feature=2 4 0 1 15 15 15 16 2 1
split_gain=3.22872e-05 3.18949e-05 6.86531e-05 5.21596e-05 9.71131e-05 6.07337e-05 0.000131091 0.000104133 0.000103899 0.000111605
threshold=-1.0000000180025095e-35 -0.49405499999999997 0.041630000000000007 0.077565000000000009 0.088235000000000022 -0.016799999999999995 -0.074054999999999996 -0.008904999999999998 0.089885000000000007 0.11181500000000001
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 -3 6 8 -7 -5 -10
right_child=1 2 -4 5 -6 7 -8 -9 9 -11
leaf_value=0.010615288818839788 -0.011807601647336016 -0.024097860858476983 0.016097268780865558 -0.013156695801102805 0.0022687997961411367 -0.003901171990932414 -0.022324919098477981 0.02439072236168268 0.024962993622755784 -0.0036517389903093236
leaf_weight=0.0011172186936258084 0.0011017541418783501 0.0011435768404200481 0.0010380373588322602 0.0011419017392527596 0.0012985779444491391 0.0011526684866752174 0.0011665320692775746 0.0011132653465543776 0.0012212441129652726 0.0011539884107855858
leaf_count=199 144 1160 92 173 393 320 154 153 123 210
internal_value=0 -0.00113159 -3.82857e-06 -0.00178343 -0.0100778 0.00113129 -0.00315875 0.00999879 0.00319811 0.0110607
internal_weight=0 0.0115315 0.0104298 0.00939175 0.00244215 0.0069496 0.00468367 0.00226593 0.00351713 0.00237523
internal_count=3121 2922 2778 2686 1553 1133 660 473 506 333
is_linear=0
shrinkage=0.0659776


Tree=3209
num_leaves=10
num_cat=0
split_feature=14 131 49 47 4 3 52 4 15
split_gain=3.20871e-05 4.43608e-05 7.27368e-05 7.78549e-05 0.000134378 6.6666e-05 5.57408e-05 0.000116082 7.22381e-05
threshold=-1.0000000180025095e-35 0.088610000000000008 0.0093850000000000027 0.096300000000000011 0.16173500000000005 -0.12711499999999995 0.090245000000000006 -0.076229999999999978 -0.074054999999999996
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 -2 7 -7 -9
right_child=1 -3 -4 -5 -6 6 -8 8 -10
leaf_value=-0.011313694456166737 -0.016017834887037837 -0.012113527124502551 0.018992664656063085 -0.015744026566187237 0.024538000729528515 0.021873775264073497 -0.009224977614206582 0.0074984213154517592 -0.014773248690820194
leaf_weight=0.0010952423844855759 0.0011317971237457362 0.0011016477303183525 0.0011083634962848104 0.0012237558911908789 0.0011522499149384342 0.0014626869286949507 0.0014902473606099101 0.0016132137406127869 0.0011941612405186011
leaf_count=161 198 418 545 128 216 558 376 200 321
internal_value=0 0.000983259 0.00237372 0.000386274 0.00284011 -0.000787428 0.00220507 0.00619415 -0.00197518
internal_weight=0 0.0114781 0.0103765 0.00926811 0.00804436 0.00689211 0.00576031 0.00427006 0.00280737
internal_count=3121 2960 2542 1997 1869 1653 1455 1079 521
is_linear=0
shrinkage=0.0686431


Tree=3210
num_leaves=9
num_cat=0
split_feature=16 4 0 47 3 2 1 4
split_gain=3.63019e-05 6.74426e-05 0.000103527 5.06797e-05 8.80416e-05 7.0723e-05 6.67693e-05 7.74277e-05
threshold=0.38525000000000004 -0.35136499999999998 -0.062294999999999996 0.096175000000000024 -0.08824499999999999 0.084055000000000005 0.093575000000000019 0.0061450000000000003
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 -6 7 -7
right_child=-2 2 -4 -5 5 6 -8 -9
leaf_value=-0.013863406994712817 0.0081615000882877785 -0.015027055157973443 0.01540438059159587 -0.0134354847647428 0.013158187794245839 -0.018457208813703687 0.0074218955375915125 0.003592342716073337
leaf_weight=0.0013427454139650066 0.0016602524357867176 0.0011809279839614705 0.0014072546028470337 0.0012099008239359115 0.001689146887053794 0.0012139833537955418 0.001735372126742166 0.0010699275727225966
leaf_count=142 311 464 273 201 477 801 245 207
internal_value=0 -0.00132691 0.000443809 -0.00215561 -0.000174647 0.00289794 -0.00141404 -0.00812781
internal_weight=0 0.0108493 0.00950651 0.00809926 0.00688936 0.00570843 0.00401928 0.00228391
internal_count=3121 2810 2668 2395 2194 1730 1253 1008
is_linear=0
shrinkage=0.0597579


Tree=3211
num_leaves=10
num_cat=0
split_feature=0 16 52 2 3 0 1 4 12
split_gain=3.32796e-05 4.82513e-05 5.95168e-05 6.7413e-05 0.000166839 0.000108573 0.000103588 5.88887e-05 6.9332e-05
threshold=0.15398500000000004 0.26676500000000009 -0.081429999999999989 0.11215000000000001 0.090900000000000009 -0.10224499999999999 0.11323000000000001 0.0061450000000000003 0.089735000000000023
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 -4 -5 8 -7
right_child=-2 -3 3 6 -6 7 -8 -9 -10
leaf_value=0.01128317463650079 0.010124278096711629 -0.01253163384581866 -0.016135404863768219 -0.024130601115555435 0.023053640955737063 -0.013827223311106415 0.0023799507386181489 0.014149174273176307 0.0086355488802203808
leaf_weight=0.0016179927081575235 0.0011270524487811623 0.0012632041556385658 0.0016797752480347144 0.0011390436330628304 0.001145533152697881 0.0011019863436590933 0.0011398531522123321 0.0012164962875258313 0.0010252894361563786
leaf_count=445 60 362 233 148 106 781 228 208 550
internal_value=0 -0.00107802 0.000359318 -0.00173287 0.00164268 -0.00323972 -0.0108706 0.00323854 -0.00300077
internal_weight=0 0.0113292 0.010066 0.00844798 0.00616908 0.00502355 0.0022789 0.00334377 0.00212728
internal_count=3121 3061 2699 2254 1878 1772 376 1539 1331
is_linear=0
shrinkage=0.0621721


Tree=3212
num_leaves=15
num_cat=0
split_feature=484 457 41 160 48 474 130 160 3 0 4 0 1 4
split_gain=0.000126626 0.000139891 0.00015937 0.000121007 0.000126213 0.000145158 0.000123442 0.000163854 0.000186103 0.000197012 0.000160839 0.000123288 0.000146075 0.00010107
threshold=-0.0068949999999999992 -0.0029299999999999994 0.078065000000000009 0.099315000000000014 0.092805000000000012 0.084660000000000027 -0.0015749999999999998 -0.080719999999999986 -0.074084999999999998 -0.14226499999999997 0.053925000000000008 -0.019414999999999998 0.092695000000000013 -0.083854999999999985
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 5 6 -3 -8 10 -10 13 12 -11 -9
right_child=1 2 -4 -5 -6 -7 7 8 9 11 -12 -13 -14 -15
leaf_value=-0.000603774867340332 -0.00061006064816370028 -0.00055833705886384989 -0.00063546620963751081 -0.00048037025560089769 0.00069200884465241759 0.0007861484721128271 -0.00056873690772322647 0.00063909020071601643 0.0006633773495115184 -1.4328299035868473e-05 0.0011265536641019225 0.0002240121863124027 -0.00099811679859898822 -0.00013394234480980247
leaf_weight=0.0011899728962438917 0.0011142818675643441 0.0010679738379193995 0.0010215507492697959 0.0010440567265210853 0.0015442651032415771 0.001042751370678662 0.0010806708032857952 0.0012295103032636035 0.0010539275870094199 0.0010056340116561101 0.0011182036562990792 0.0011569282394210635 0.0011481173478706704 0.0011746878508450431
leaf_count=503 156 245 136 111 202 182 337 198 92 149 70 78 150 512
internal_value=0 3.37362e-05 8.25759e-05 0.000136248 0.00018725 0.000116889 4.73502e-05 0.000119482 0.000213782 -4.6292e-05 0.000536039 -0.000272209 -0.000538764 0.000261388
internal_weight=0 0.0158026 0.0146883 0.0136667 0.0126227 0.0110784 0.0100357 0.00896768 0.00788701 0.00436461 0.0035224 0.00331068 0.00215375 0.0024042
internal_count=3121 2618 2462 2326 2215 2013 1831 1586 1249 469 780 377 299 710
is_linear=0
shrinkage=0.00188464


Tree=3213
num_leaves=9
num_cat=0
split_feature=16 4 0 47 3 52 1 0
split_gain=3.43791e-05 6.01365e-05 8.47157e-05 4.72809e-05 6.68096e-05 8.92263e-05 7.67705e-05 7.35692e-05
threshold=0.38525000000000004 -0.35136499999999998 -0.062294999999999996 0.087235000000000021 -0.08824499999999999 -0.0064899999999999992 0.08844500000000001 -0.15202999999999997
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 7 -7 -6
right_child=-2 2 -4 -5 5 6 -8 -9
leaf_value=-0.014776437114173681 0.0089604764274916204 -0.013895881645909682 0.015731547715789287 -0.011349105469919921 -0.017180403651969878 0.00072519197361277528 0.023397091629153904 0.0071748698689994986
leaf_weight=0.0013436790830755338 0.0016554491755972735 0.0011535052607966291 0.0013979799004010919 0.0019463961805023947 0.0012020054654130474 0.0013224450131479517 0.0013846330303481039 0.0010544378933277192
leaf_count=142 311 456 273 263 65 762 353 496
internal_value=0 -0.00145407 0.000437936 -0.00221356 0.000693303 0.00408378 0.0123216 -0.00579916
internal_weight=0 0.0108051 0.0094614 0.00806342 0.00611703 0.00496352 0.00270708 0.00225644
internal_count=3121 2810 2668 2395 2132 1676 1115 561
is_linear=0
shrinkage=0.0672971


Tree=3214
num_leaves=12
num_cat=0
split_feature=484 403 3 16 1 160 0 42 4 4 15
split_gain=0.00010549 7.94029e-05 9.05748e-05 6.97241e-05 0.000108036 0.00010854 9.3901e-05 9.16697e-05 8.94201e-05 5.78838e-05 0.000132053
threshold=-0.0068949999999999992 0.096440000000000012 -0.15447499999999995 -0.36241499999999999 0.11323000000000001 -0.080409999999999995 -0.071924999999999989 0.088200000000000014 0.27287000000000006 -0.080924999999999983 -0.074054999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 8 5 -5 -6 9 -4 -7 -11
right_child=1 -3 3 4 6 7 -8 -9 -10 10 -12
leaf_value=-0.00060156069884536375 0.00057896391097564306 -0.00048997132083934193 -0.00059071631039439489 -0.00052517932788478895 0.00086071163268928367 0.00022826323791822194 8.8632122397918625e-05 0.00057182858338941862 0.00013694597044814781 8.8565987281617818e-05 -0.00076471490402957808
leaf_weight=0.0010726031111014519 0.0011487230201334695 0.0010343542768009263 0.0014149102807618163 0.0013197689893379057 0.0010902225589343728 0.0019375253913313049 0.0012489978069569465 0.0011496329252208837 0.0011165448024816993 0.001996772058592341 0.0010088620670806441
leaf_count=503 179 215 98 416 82 411 124 368 204 253 268
internal_value=0 2.3249e-05 6.27705e-05 1.44963e-05 8.82881e-05 -2.53762e-05 0.000448469 8.2887e-05 -0.000269767 -3.08264e-05 -0.000197844
internal_weight=0 0.0144663 0.013432 0.0122832 0.00975178 0.00741256 0.00233922 0.00609279 0.00253146 0.00494316 0.00300563
internal_count=3121 2618 2403 2224 1922 1716 206 1300 302 932 521
is_linear=0
shrinkage=0.00192234


Tree=3215
num_leaves=14
num_cat=0
split_feature=484 15 160 133 52 15 2 16 12 52 0 2 15
split_gain=0.000119402 0.000133164 8.67821e-05 0.000137486 0.000172997 0.000122093 0.000159111 0.000293493 0.000126625 0.000116773 9.75052e-05 9.56811e-05 7.93552e-05
threshold=-0.0068949999999999992 -0.24436499999999997 0.099315000000000014 0.10722500000000001 0.096795000000000006 -0.11713499999999999 0.092875000000000013 -0.087989999999999985 0.084225000000000008 0.15116000000000002 -0.10607499999999999 0.11237500000000002 -0.016799999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 5 -3 7 10 12 -6 -7 -8 -9
right_child=1 2 -4 -5 9 6 11 8 -10 -11 -12 -13 -14
leaf_value=-0.00062153013803835496 0.00070358233225696382 -0.00062672265681645422 -0.00056318855043183201 -0.00064456273650277532 0.0009649325358231641 0.0011314291522926665 -0.0006957832715198763 -0.00018594917868111911 -0.00058484300382361106 7.8101594713491225e-05 0.00034016964301122063 6.1911896670174428e-05 0.0005421350582311042
leaf_weight=0.0011472985158695664 0.0010635520644973135 0.0011515063850704851 0.0010323014468335253 0.0010765290526649632 0.0012799922611553818 0.0012721514462132877 0.001423642681307357 0.0012041702567463786 0.0014038816209814382 0.0010303710789957166 0.0011311450205977653 0.0011652038195153896 0.0011024562120231511
leaf_count=503 232 141 110 340 131 50 275 71 491 244 221 193 119
internal_value=0 3.42552e-05 -1.56184e-05 2.70714e-05 8.65093e-05 -2.67132e-05 5.26781e-05 0.000225203 -0.000120545 0.000569426 0.000759012 -0.000354755 0.00016204
internal_weight=0 0.0153369 0.0142734 0.013241 0.0121645 0.00985416 0.00870265 0.0061138 0.00371051 0.00231036 0.0024033 0.00258885 0.00230663
internal_count=3121 2618 2386 2276 1936 1561 1420 952 681 375 271 468 190
is_linear=0
shrinkage=0.00196078


Tree=3216
num_leaves=9
num_cat=0
split_feature=43 3 43 457 13 1 4 4
split_gain=2.96435e-05 8.70992e-05 0.000116735 6.13823e-05 6.82756e-05 5.13374e-05 0.000147012 4.96485e-05
threshold=-0.052894999999999991 -0.077774999999999983 -0.14968999999999996 0.082380000000000009 -0.095304999999999987 0.086560000000000012 0.053180000000000012 -0.077679999999999985
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 -1 4 7 -6 -7 -2
right_child=3 -3 -4 -5 5 6 -8 -9
leaf_value=0.011815599381948247 0.017523256452693394 0.018968718149108079 -0.021531070664753307 0.013464093315065264 0.00040294971934469128 -0.041025497516577726 -0.0038660285885486127 -0.0054785369066187315
leaf_weight=0.0014398915754423175 0.0010856866162147205 0.0017789730510748506 0.0012850476766619644 0.0012352564872384749 0.0014226060028972457 0.0011234475282851149 0.0017794954750534053 0.0013766371239760846
leaf_count=191 74 483 761 131 758 349 155 219
internal_value=0 0.00512656 -0.00391028 -0.00302649 -0.00602744 -0.0121132 -0.0182469 0.0046634
internal_weight=0 0.00450391 0.00272494 0.00802313 0.00678787 0.00432555 0.00290294 0.00246232
internal_count=3121 1435 952 1686 1555 1262 504 293
is_linear=0
shrinkage=0.0804263


Tree=3217
num_leaves=12
num_cat=0
split_feature=484 42 3 15 15 3 43 4 4 15 16
split_gain=0.000112762 8.42918e-05 0.000122285 0.000109294 0.000102683 0.000329934 0.000282703 0.000109495 0.000161339 9.26084e-05 8.20499e-05
threshold=-0.0068949999999999992 -0.11051499999999999 -0.10519499999999998 -0.015744999999999999 0.088235000000000022 -0.077774999999999983 -0.074359999999999996 0.053925000000000008 0.26790000000000008 -0.074054999999999996 -0.088159999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 5 -4 -7 9 -9 -8 -6
right_child=1 2 4 -5 10 6 7 8 -10 -11 -12
leaf_value=-0.00061762072416666385 -0.00051380275914162808 0.00091964514069428822 -0.0011468746981998844 0.00014102084901297058 0.00070179480567477825 0.00087739444217838287 0.00034028720412908987 -0.0010694725307189791 2.6630684084997515e-05 -0.00026322451369609819 -3.0026371981228067e-05
leaf_weight=0.0011014165678420859 0.0010093698599915281 0.0010866129471426367 0.0010648502587063888 0.001913928962085587 0.0011780344196197223 0.0012326008743850951 0.001957737981482013 0.0010283882199333405 0.0010368192307926797 0.0019524656579295628 0.0011780328753382583
leaf_count=503 159 109 765 196 89 243 151 96 175 168 467
internal_value=0 3.29407e-05 7.34314e-05 0.000422991 -2.52492e-05 -0.000128098 2.24073e-05 -0.000153959 -0.000519184 3.89382e-05 0.000335884
internal_weight=0 0.0146388 0.0136295 0.00300054 0.0106289 0.00827286 0.00720801 0.00597541 0.00206521 0.0039102 0.00235607
internal_count=3121 2618 2459 305 2154 1598 833 590 271 319 556
is_linear=0
shrinkage=0.00196078


Tree=3218
num_leaves=13
num_cat=0
split_feature=47 42 131 14 2 49 3 150 133 16 13 16
split_gain=0.000124857 0.000113314 0.000101415 0.000123101 0.000120946 0.000137348 0.00012648 0.000175806 0.000128496 0.000189808 0.00011308 5.70759e-05
threshold=0.13148500000000005 0.09832500000000001 0.088610000000000008 -0.10708499999999999 0.11448000000000001 0.0034800000000000005 -0.116045 0.08882000000000001 -1.0000000180025095e-35 -0.082404999999999992 -0.07692499999999998 0.0065250000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 6 -5 8 -8 -10 -11 -12
right_child=-2 -3 -4 4 -6 -7 7 -9 9 10 11 -13
leaf_value=-0.00062679108184253245 -0.00063005540119493049 0.00053418675701477072 -0.00061883591420819198 -0.00059377756864852375 0.00060523852742397572 0.00069177652138260957 -0.00038505913052378334 -0.00064003219396507524 0.00084314472179014782 -0.00046747130940791147 1.0479138904229577e-05 0.00063041878942390222
leaf_weight=0.0010171793739293155 0.0011598976768147909 0.0015814780835187057 0.0010077775345853938 0.0014754986239709006 0.001494790138716025 0.0010163446148183609 0.0013069310316243896 0.001249408408557133 0.0016838516923231121 0.0011333250919694383 0.0012716621184043929 0.0010362355778655297
leaf_count=100 65 394 396 212 235 401 537 122 152 250 149 108
internal_value=0 3.72439e-05 -2.01507e-05 2.74119e-05 8.4443e-05 7.92077e-06 -6.79818e-05 3.30167e-05 0.000163755 0.000303707 3.97508e-05 0.000288829
internal_weight=0 0.0152745 0.013693 0.0126852 0.011668 0.0101733 0.00915691 0.00768141 0.00643201 0.00512507 0.00344122 0.0023079
internal_count=3121 3056 2662 2266 2166 1931 1530 1318 1196 659 507 257
is_linear=0
shrinkage=0.00196078


Tree=3219
num_leaves=13
num_cat=0
split_feature=42 484 457 43 40 4 48 1 47 151 13 52
split_gain=0.000101982 0.000113663 9.83358e-05 0.000113473 0.000167586 9.14631e-05 0.00017939 0.000148553 0.000129904 9.46726e-05 9.10132e-05 0.000144643
threshold=-0.11466499999999999 -0.0068949999999999992 -0.0029299999999999994 0.21122500000000002 -0.03549999999999999 -0.033174999999999989 0.10322500000000003 0.094825000000000007 0.082095000000000015 -1.0000000180025095e-35 -0.095304999999999987 0.077655000000000016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 -4 10 7 9 -9 -7 -6 -12
right_child=1 2 3 -5 5 6 -8 8 -10 -11 11 -13
leaf_value=-0.00059673578247874135 -0.00057520794447252699 -0.00050797837974034189 0.00090900499882017743 -0.00049367860902504957 0.00035526720351200915 0.00053215782915939838 -0.00044695066139733799 0.0011938940681685431 0.00028460763445679671 -0.00018804418832408815 -0.00070651499450086414 9.6003879164248735e-05
leaf_weight=0.0010492459106399661 0.0010870849754997655 0.0010072795915150616 0.0010330849760428308 0.0010374493994117885 0.0011519743594231345 0.001131812224509976 0.0011234359493999813 0.001217078684931267 0.0011102443439804377 0.0016692683427017877 0.0015302529211263351 0.0018135030630007029
leaf_count=171 483 155 250 173 81 110 71 219 60 323 479 546
internal_value=0 2.33017e-05 7.03622e-05 0.00011581 0.000169484 9.83989e-05 0.00024878 0.000401188 0.000760121 0.000102963 -0.000110724 -0.000271265
internal_weight=0 0.0149125 0.0138254 0.0128181 0.0117807 0.0107476 0.00625184 0.0051284 0.00232732 0.00280108 0.00449573 0.00334376
internal_count=3121 2950 2467 2312 2139 1889 783 712 279 433 1106 1025
is_linear=0
shrinkage=0.00192234


Tree=3220
num_leaves=10
num_cat=0
split_feature=159 43 43 51 3 150 1 13 4
split_gain=3.28319e-05 5.63102e-05 7.06214e-05 8.90065e-05 0.000117025 8.05276e-05 6.5564e-05 6.33039e-05 6.1716e-05
threshold=-0.032739999999999991 0.16180500000000003 0.016310000000000002 0.091630000000000003 0.10893000000000001 0.086845000000000019 0.10752500000000002 -0.080759999999999985 -0.047864999999999991
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 6 7 -2 -9
right_child=1 -3 -4 -5 -6 -7 -8 8 -10
leaf_value=-0.012982391030919631 -0.015459130965344859 -0.015393723741686819 0.020534552444830712 0.020045304330258498 -0.022418466842202656 -0.016865667104898445 0.018854359317444145 -0.0043999771309379205 0.015431376093365739
leaf_weight=0.0010061153125125498 0.0010323428864918429 0.0010511936503479714 0.0010916093757068731 0.0011408757707609624 0.001315806636108037 0.0010877115876844904 0.0014511695708792549 0.0017350139161784303 0.0017303466431037699
leaf_count=421 462 195 255 216 146 217 216 604 389
internal_value=0 0.001008 0.00263687 0.000578853 -0.00208012 0.00172305 0.00512187 0.000691127 0.00550234
internal_weight=0 0.0116361 0.0105849 0.00949327 0.00835239 0.00703658 0.00594887 0.0044977 0.00346536
internal_count=3121 2700 2505 2250 2034 1888 1671 1455 993
is_linear=0
shrinkage=0.0743015


Tree=3221
num_leaves=10
num_cat=0
split_feature=42 43 3 16 48 13 4 3 12
split_gain=2.75594e-05 4.81037e-05 0.000133576 0.000102657 0.000113194 7.37971e-05 5.35198e-05 3.91076e-05 3.25764e-05
threshold=-1.0000000180025095e-35 -0.052894999999999991 -0.077774999999999983 0.22339500000000004 0.086035000000000014 -0.099939999999999987 0.098655000000000007 -1.0000000180025095e-35 0.051320000000000005
decision_type=2 2 2 2 2 2 2 2 2
left_child=8 2 -2 4 5 -3 7 -7 -1
right_child=1 3 -4 -5 -6 6 -8 -9 -10
leaf_value=0.0018518309309110941 -0.0018654088329973805 0.024989421771229071 0.030347731540258292 -0.022289781588724342 -0.012485842537150968 -0.0011679913132625693 -0.010780629873610219 0.018404834130590568 -0.015959274143320955
leaf_weight=0.0010346621925562012 0.0019889902715239812 0.0010827408760065958 0.001040329342696903 0.0010947618028983993 0.0019869332995153663 0.0010003490857128905 0.0010203512408399808 0.0011814274073781435 0.0011511364720076542
leaf_count=133 628 175 413 181 205 459 123 75 729
internal_value=0 0.00147014 0.00919723 -0.00170743 0.00188528 0.0085493 0.00299037 0.00943065 -0.00752827
internal_weight=0 0.0103959 0.00302932 0.00736656 0.0062718 0.00428487 0.00320213 0.00218178 0.0021858
internal_count=3121 2259 1041 1218 1037 832 657 534 862
is_linear=0
shrinkage=0.0728446


Tree=3222
num_leaves=14
num_cat=0
split_feature=42 43 4 48 457 52 4 42 52 4 0 4 13
split_gain=0.000109016 0.00014629 0.000156924 0.00014778 0.000154679 0.000107372 0.00019674 0.000106442 0.000110917 0.000173778 0.000144561 0.000170473 7.54658e-05
threshold=-0.11466499999999999 -0.17390999999999998 -0.49013999999999996 0.12879500000000002 0.092360000000000012 0.10160000000000001 -0.14723499999999998 0.09832500000000001 -0.085984999999999992 -1.0000000180025095e-35 -0.10224499999999999 0.2623950000000001 -0.0044799999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 5 6 -4 8 -8 12 11 -11 -10
right_child=1 2 3 -5 -6 -7 7 -9 9 10 -12 -13 -14
leaf_value=-0.00061899976872784891 0.00054984326646397897 -0.0007610056734819392 0.00078436233268329783 -0.00067152245079975584 0.0007693001209166853 -0.00047000669138251675 -0.00060716318631122608 0.0005533299969824807 8.6075882672580269e-05 -0.0010703259059973221 0.00027205506593046768 9.6312527622644758e-06 0.00082993564453271752
leaf_weight=0.0010236501238446707 0.0017639180167802618 0.0010270796342323205 0.0012904097036341529 0.0010469500625124592 0.0010974906158184314 0.001475066497438368 0.0013467294668251658 0.0010177302113502668 0.0010126140794956729 0.0011317258370578398 0.0012221364897617676 0.0010332846197056086 0.0010034139482997095
leaf_count=171 144 157 90 77 110 501 396 242 625 70 259 99 180
internal_value=0 2.87605e-05 -3.83079e-05 2.02419e-05 8.25124e-05 1.0953e-05 8.92754e-05 -2.6197e-05 -0.000113576 9.44915e-06 -0.000256521 -0.0005549 0.000456308
internal_weight=0 0.0154685 0.0137046 0.0126776 0.0116306 0.0105331 0.00905804 0.00776763 0.0067499 0.00540317 0.00338715 0.00216501 0.00201603
internal_count=3121 2950 2806 2649 2572 2462 1961 1871 1629 1233 428 169 805
is_linear=0
shrinkage=0.00192234


Tree=3223
num_leaves=9
num_cat=0
split_feature=0 1 15 2 3 43 48 0
split_gain=3.1119e-05 5.0425e-05 0.000119787 5.44926e-05 7.63511e-05 8.72453e-05 6.26318e-05 6.46015e-05
threshold=0.15398500000000004 0.077565000000000009 0.035560000000000008 0.11474000000000002 -0.074084999999999998 -0.079109999999999986 0.083985000000000018 -0.10224499999999999
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 -3 7 -6
right_child=-2 3 -4 -5 6 -7 -8 -9
leaf_value=-0.025602583548314978 0.011918169590861036 -0.005820938915981848 0.0042328398421039755 0.013704456341154102 -0.028418531402065291 0.022484644680934886 0.0037985205559476027 -0.0038305773282652062
leaf_weight=0.0014329823051425366 0.0011280818134446107 0.001189851639332949 0.0016780547248327717 0.001745301350176926 0.0011551436358908096 0.0013185534350650683 0.0016286930184965381 0.0013095356043739655
leaf_count=816 60 207 776 320 115 409 181 237
internal_value=0 -0.00127444 -0.00950973 0.00179493 -0.00135357 0.00905801 -0.00773376 -0.0153544
internal_weight=0 0.0114581 0.00311104 0.00834708 0.00660178 0.00250841 0.00409337 0.00246468
internal_count=3121 3061 1592 1469 1149 616 533 352
is_linear=0
shrinkage=0.0757875


Tree=3224
num_leaves=9
num_cat=0
split_feature=42 47 42 43 16 16 16 48
split_gain=2.76511e-05 6.38292e-05 6.13658e-05 7.61962e-05 8.57782e-05 0.000125823 5.57877e-05 0.000186229
threshold=0.10256000000000001 0.11069000000000002 -1.0000000180025095e-35 -0.084004999999999982 0.22339500000000004 -0.0094449999999999968 -0.087989999999999985 0.086035000000000014
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 5 6 7 -5
right_child=-2 -3 3 4 -6 -7 -8 -9
leaf_value=-0.01338826712175099 -0.010768052922953337 0.015678474855896081 0.015411523118374326 0.014741994408716173 -0.02005085977415505 0.02023403151633613 -0.014811556805588669 -0.021422628568284353
leaf_weight=0.0016258638516706688 0.001083737398416368 0.0012784512467036322 0.0015656382646199981 0.0019145587978582589 0.0010571841756447098 0.001366540166740331 0.0015437424675504236 0.0010985462547763447
leaf_count=832 346 148 371 400 248 308 383 85
internal_value=0 0.00093307 -0.000920169 0.00145181 -0.00167915 0.00159977 -0.00398841 0.00155676
internal_weight=0 0.0114505 0.0101721 0.00854621 0.00698057 0.00592339 0.00455685 0.00301311
internal_count=3121 2775 2627 1795 1424 1176 868 485
is_linear=0
shrinkage=0.0700159


Tree=3225
num_leaves=9
num_cat=0
split_feature=0 16 52 2 3 403 1 4
split_gain=2.79967e-05 4.67516e-05 4.96167e-05 5.60059e-05 0.000162846 9.42496e-05 9.25093e-05 5.73328e-05
threshold=0.15398500000000004 0.26676500000000009 -0.081429999999999989 0.11215000000000001 0.090900000000000009 0.03138500000000001 0.11323000000000001 0.053180000000000012
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 7 -5 -4
right_child=-2 -3 3 6 -6 -7 -8 -9
leaf_value=0.012625133395732688 0.011334995694087439 -0.015002883637687914 -0.01845005507548202 -0.027364814167911405 0.027624147891560775 0.015806559814754619 0.0032348595585357034 -0.00019992187502101212
leaf_weight=0.001627964167665052 0.0011234766710011912 0.0012548716815532117 0.0019925981709761498 0.0011305873994675313 0.00115156213685195 0.0010865559817638589 0.0011393484204043508 0.0019624461957422233
leaf_count=445 60 362 1276 148 106 255 228 241
internal_value=0 -0.00120716 0.000508404 -0.00182237 0.00191013 -0.00396326 -0.0120059 -0.00939456
internal_weight=0 0.0113459 0.0100911 0.0084631 0.00619316 0.0050416 0.00226994 0.00395504
internal_count=3121 3061 2699 2254 1878 1772 376 1517
is_linear=0
shrinkage=0.0757875


Tree=3226
num_leaves=12
num_cat=0
split_feature=484 47 4 1 16 1 457 49 133 43 0
split_gain=0.000114182 0.000100458 0.000110461 0.000214106 8.62044e-05 0.000123612 9.18204e-05 0.000114672 7.68238e-05 0.000241429 7.78265e-05
threshold=-0.0068949999999999992 0.13148500000000005 0.24564500000000003 0.111945 -0.094359999999999986 0.086920000000000011 0.084365000000000009 -1.0000000180025095e-35 0.090310000000000015 -0.074359999999999996 -0.084144999999999984
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 -4 5 -2 7 -6 9 -9 -11
right_child=1 -3 3 -5 6 -7 -8 8 -10 10 -12
leaf_value=-0.00063383423567688578 3.7679510645398304e-05 -0.00055743879921658598 -6.4016003337202292e-05 0.0011005195032431643 -0.00057069006158826921 -0.0008176966975072383 0.00062902985563197263 0.00081810892782105101 -0.00028103452094608276 0.00024969089841565248 -0.0004257277952516796
leaf_weight=0.0010490670084354692 0.0016154568633086229 0.0010153630964062641 0.0013548407113926908 0.0010996568319456756 0.001081203159336382 0.0010863340858024637 0.0010857697375617481 0.0017436659853603178 0.0013651595111480296 0.0011938177911873962 0.0014556850913105776
leaf_count=503 231 55 130 251 242 80 138 329 378 294 490
internal_value=0 3.66887e-05 8.28035e-05 0.000457716 -3.78851e-06 -0.00030625 9.93226e-05 1.5232e-05 0.000125247 0.000251497 -0.000121396
internal_weight=0 0.014097 0.0130816 0.0024545 0.0106271 0.00270179 0.0079253 0.00683953 0.00575833 0.00439317 0.0026495
internal_count=3121 2618 2563 381 2182 311 1871 1733 1491 1113 784
is_linear=0
shrinkage=0.00196078


Tree=3227
num_leaves=14
num_cat=0
split_feature=47 4 1 16 48 2 133 0 4 52 13 2 4
split_gain=0.000118821 0.000107174 0.000156776 0.000108282 0.000103995 8.21524e-05 0.000134682 0.000174704 0.000130884 7.94075e-05 6.84622e-05 4.25994e-05 4.07655e-05
threshold=0.13148500000000005 0.24564500000000003 0.111945 -0.092484999999999984 0.085325000000000012 0.10644500000000001 0.093615000000000018 -0.060129999999999996 0.0061450000000000003 -0.0064899999999999992 -0.017449999999999997 0.11411 0.04735000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 4 12 6 7 8 9 -5 -9 -7 -1
right_child=-2 2 -4 5 -6 11 -8 10 -10 -11 -12 -13 -14
leaf_value=0.00019683113902143855 -0.00061184597883471908 -4.3295726389625436e-05 0.00086458339311840896 -0.00085773031220942456 -0.00083114666643391831 0.00071888140127242739 -0.00066847959509854925 0.0001578758218313198 0.0003522684388177967 -9.7974723205202763e-05 0.00085372087368809342 0.00014930161852733063 -0.00035422042131711697
leaf_weight=0.0010259266860687521 0.0010988056935541382 0.0015252353888949722 0.001404832231033708 0.0010449185402448525 0.0010807249292895671 0.0010051523097734522 0.0010350317657973158 0.0010117329138701336 0.0011345536234743524 0.0010710033055518608 0.0011748682559240249 0.0010142516598792214 0.001038713083813504
leaf_count=203 65 147 264 496 106 153 363 68 119 660 146 219 112
internal_value=0 5.68171e-05 0.00039199 -2.75768e-05 -0.000338352 8.75383e-05 -2.01916e-05 0.00010322 -0.000185057 -0.000473169 0.000531756 0.000432808 -8.0401e-05
internal_weight=0 0.0145669 0.00293007 0.0116369 0.00314536 0.00849151 0.00647211 0.00543708 0.00325048 0.00211592 0.0021866 0.0020194 0.00206464
internal_count=3121 3056 411 2645 421 2224 1852 1489 1275 1156 214 372 315
is_linear=0
shrinkage=0.00196078


Tree=3228
num_leaves=10
num_cat=0
split_feature=16 0 0 1 49 151 16 42 0
split_gain=3.10997e-05 6.30728e-05 5.8494e-05 4.37909e-05 6.89403e-05 7.24514e-05 7.82584e-05 8.20695e-05 6.39907e-05
threshold=0.38525000000000004 0.11070500000000001 -0.061629999999999997 1.0000000180025095e-35 -0.080089999999999981 -0.044604999999999992 -0.056919999999999991 1.0000000180025095e-35 -0.15350499999999997
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -5 -6 7 8 -7
right_child=-2 -3 -4 4 5 6 -8 -9 -10
leaf_value=-0.01239136279608602 0.0096299983435333535 -0.019592948503788607 0.013593245232848366 0.018697308065574889 -0.020371305438157267 0.0025949827552601175 -0.015538792423157378 -0.010128014154939404 0.028737758511684627
leaf_weight=0.0018893436892462529 0.001649132954381652 0.0010083585445847124 0.0015953204946545672 0.0010301671379319144 0.0010680297780260029 0.0010383510821965151 0.0011172885908681618 0.0010010568219443686 0.0011155559310611907
leaf_count=1363 311 85 314 124 173 76 258 225 192
internal_value=0 -0.0015396 0.000307584 -0.00225845 0.000746767 -0.00271598 0.00169771 0.00780179 0.0161349
internal_weight=0 0.0108635 0.00985511 0.00825979 0.00637045 0.00534028 0.00427225 0.00315496 0.00215391
internal_count=3121 2810 2725 2411 1048 924 751 493 268
is_linear=0
shrinkage=0.0757875


Tree=3229
num_leaves=12
num_cat=0
split_feature=47 4 1 16 4 4 0 2 403 1 16
split_gain=9.87591e-05 0.000119673 0.000160062 0.000101843 0.000139878 0.000116377 0.000135905 0.000122069 7.87826e-05 0.000149874 6.50444e-05
threshold=0.13148500000000005 0.24564500000000003 0.111945 -0.094359999999999986 1.0000000180025095e-35 0.0052350000000000009 -0.084269999999999984 0.073895000000000002 0.03138500000000001 0.080585000000000004 0.19444000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 4 -1 6 -5 -7 9 10 -8
right_child=-2 2 -4 5 -6 7 8 -9 -10 -11 -12
leaf_value=0.000120528403683089 -0.00056866631414613901 -4.517739695170682e-05 0.00085802039316969952 -0.00059479468576924494 -0.00073144290907992701 -6.4496925150932344e-05 -0.00012417625394417882 0.00078942957252122988 0.00048360472734800312 -0.00065890357288641459 0.0005005373723176806
leaf_weight=0.0011885850466296873 0.0010597957030121794 0.0014920473243545675 0.001307749388310522 0.001462927935007222 0.001613862296811455 0.0011016184077672346 0.0011913264360217434 0.0012919096116157274 0.0011837962904119731 0.0010875539899296571 0.0011766838873741043
leaf_count=171 65 147 264 724 213 71 505 196 153 520 92
internal_value=0 2.78828e-05 0.000376695 -5.85554e-05 -0.000370101 4.42118e-05 -9.39329e-05 0.000396411 6.40037e-05 -7.97419e-05 0.000186249
internal_weight=0 0.0140981 0.0027998 0.0112983 0.00280245 0.00849582 0.00610229 0.00239353 0.00463936 0.00345556 0.00236801
internal_count=3121 3056 411 2645 384 2261 1994 267 1270 1117 597
is_linear=0
shrinkage=0.00188464


Tree=3230
num_leaves=14
num_cat=0
split_feature=484 403 403 15 15 3 3 11 43 151 16 48 0
split_gain=0.000161628 0.000118608 0.000164156 0.00012279 0.000338035 0.00013459 0.000168986 0.000120043 8.44883e-05 0.000120212 0.000165581 0.000110476 6.11936e-05
threshold=-0.0068949999999999992 0.096440000000000012 0.03138500000000001 1.0000000180025095e-35 0.091295000000000015 -0.10519499999999998 -0.074479999999999977 0.079915000000000014 -0.074359999999999996 -0.044604999999999992 -0.056919999999999991 0.085325000000000012 -0.046359999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 5 -5 7 -7 -2 -8 -10 11 -11 -12
right_child=1 -3 -4 4 -6 6 8 -9 9 10 12 -13 -14
leaf_value=-0.00072007760631451027 0.00092617902135992203 -0.00057799377056476169 0.00084491517412686019 -0.0010136545815903541 0.00028141031577573873 -0.00074052502308186207 0.00057134083045779285 2.9827749120596211e-05 -0.00056871658880114958 0.00095210548447539499 -0.0005915243660576143 0.00013790883004138359 6.8587802608054805e-05
leaf_weight=0.0011751889086110438 0.001333746767000884 0.0011314870533102725 0.0010069142956685264 0.0014411424415831627 0.0016761175737406049 0.0010177662634173971 0.0012731889121351996 0.0010090040165701142 0.0011047226657590042 0.0011026305190933255 0.0010542026398765135 0.0015294646951853619 0.001106758492007942
leaf_count=503 88 215 131 516 374 489 214 127 83 105 119 93 64
internal_value=0 3.36695e-05 8.08929e-05 2.45283e-05 -0.000317312 0.000125711 7.14886e-06 0.000540128 0.000113265 1.43777e-05 0.000148772 0.00047899 -0.000253441
internal_weight=0 0.0157871 0.0146557 0.0136487 0.00311726 0.0105315 0.00818873 0.00234275 0.00717097 0.00589778 0.00479306 0.0026321 0.00216096
internal_count=3121 2618 2403 2272 890 1382 1167 215 678 464 381 198 183
is_linear=0
shrinkage=0.00196078


Tree=3231
num_leaves=15
num_cat=0
split_feature=50 42 43 4 12 12 403 2 3 151 2 2 43 1
split_gain=0.000144512 0.000129902 0.00014837 0.000233411 0.00023247 0.000404263 0.000196614 0.000131694 0.000191984 0.000137059 8.34665e-05 7.35532e-05 4.76411e-05 1.55645e-05
threshold=0.10124500000000002 -0.11466499999999999 -0.15323999999999996 -0.49013999999999996 0.10345000000000001 0.092355000000000007 0.07955000000000001 0.089775000000000008 0.12745000000000004 -0.0083949999999999979 0.083215000000000011 0.10060500000000001 -0.27207999999999993 0.09253500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 12 -4 5 6 7 10 9 -9 13 -11 -3 -5
right_child=-2 2 3 4 -6 -7 -8 8 -10 11 -12 -13 -14 -15
leaf_value=-0.00064645353053289611 -0.00073863296144642001 0.0002667416086146864 -0.0009062389262233186 0.00010656558814453413 0.0009265640489271418 -0.00099277747737221015 0.00088146463985876145 -7.3205535542818521e-05 -0.00046370851573720724 0.00030224289572264827 -0.000750611016737757 0.00096542828540391941 0.00086972327200493624 -0.00023750548069773395
leaf_weight=0.0010242905834196734 0.0010009752499616767 0.0010005311867588573 0.0010109428785418624 0.0010100173959135643 0.0011173025723544309 0.0014086748650584081 0.0011809798823643686 0.0014074243033946471 0.0012308688753865094 0.0011148322642534137 0.0010335393017132603 0.0015190991128753823 0.0010146520765130793 0.0010118816436712596
leaf_count=153 375 89 140 214 197 412 170 140 107 151 572 172 77 152
internal_value=0 2.9222e-05 7.51751e-05 -1.31513e-06 7.47011e-05 -1.24805e-05 0.000132747 2.65687e-05 0.000214281 0.000420775 -0.000297332 0.00068473 0.000570345 -6.56286e-05
internal_weight=0 0.016085 0.0150607 0.0130456 0.0120346 0.0109173 0.00950864 0.00832766 0.00527222 0.00404136 0.00305544 0.00263393 0.00201518 0.0020219
internal_count=3121 2746 2593 2427 2287 2090 1678 1508 570 463 938 323 166 366
is_linear=0
shrinkage=0.00196078


Tree=3232
num_leaves=13
num_cat=0
split_feature=484 15 403 3 16 160 12 12 52 0 16 12
split_gain=0.000112062 0.000125924 9.53321e-05 0.000100458 0.000114057 9.73938e-05 9.03162e-05 0.000168341 0.000218542 0.000169599 6.5492e-05 5.46436e-05
threshold=-0.0068949999999999992 -0.24436499999999997 0.096440000000000012 -0.15327499999999997 -0.36241499999999999 -0.082299999999999984 0.10711000000000002 0.097575000000000009 0.077655000000000016 -0.10151999999999999 -0.070454999999999976 0.085635000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 11 -6 7 8 9 10 -7 -5
right_child=1 2 -4 4 5 6 -8 -9 -10 -11 -12 -13
leaf_value=-0.00061976640976615363 0.00070655325699589793 0.00059503895950560257 -0.00058448746950105844 -0.00076552114848454683 -0.000468851789328143 -0.0001316700536786117 -0.00039248554649827017 0.00095937510532796916 0.00068870970352234576 -0.00057634984090232811 0.00048894304510814263 -0.00012756659546930244
leaf_weight=0.0010775049547113559 0.0010013878166391941 0.001115501971426138 0.0010397226920050738 0.0010072565035101943 0.0011353917126577457 0.0012428920764521179 0.0010563021033409038 0.0010207864131629146 0.0017499179386760849 0.0018849025418146079 0.0013791541613070047 0.0010588378655123059
leaf_count=503 232 170 200 103 392 74 131 127 409 609 95 76
internal_value=0 3.5349e-05 -1.37455e-05 3.31612e-05 -2.11736e-05 6.98994e-05 0.000143297 0.000221062 0.000100609 -0.000127733 0.000194762 -0.00043858
internal_weight=0 0.0146921 0.0136907 0.0126509 0.0115354 0.00946935 0.00833396 0.00727765 0.00625687 0.00450695 0.00262205 0.00206609
internal_count=3121 2618 2386 2186 2016 1837 1445 1314 1187 778 169 179
is_linear=0
shrinkage=0.00196078


Tree=3233
num_leaves=11
num_cat=0
split_feature=52 52 4 157 4 3 2 2 4 2
split_gain=3.32267e-05 6.22066e-05 8.46812e-05 0.000100109 0.000100792 6.97569e-05 8.08678e-05 0.000148336 0.00016636 2.55983e-05
threshold=0.19022000000000003 0.10347000000000002 -0.35136499999999998 -0.06266999999999999 -0.082109999999999975 -0.10519499999999998 0.11215000000000001 0.088475000000000012 0.053180000000000012 0.092365000000000017
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 -5 -6 7 8 -7 -9
right_child=-2 -3 3 4 5 6 -8 9 -10 -11
leaf_value=-0.02002633023191527 -0.013610291886811057 0.016985627332957727 0.023765032434401853 0.020205806175324158 0.014003836370967405 -0.038771555892343719 -0.025730474486036974 0.019969649492741295 0.000745119179144372 0.0029996344948746267
leaf_weight=0.0012246888515673503 0.0010013398638500882 0.001302712042831145 0.0010762929532295218 0.0011191447968512446 0.0010098273540379869 0.001091380263555837 0.0012185200293472935 0.0010979905837876476 0.0015278523905257822 0.0010289709339135326
leaf_count=194 350 233 351 456 125 533 287 167 140 285
internal_value=0 0.00106161 -0.000934071 0.00161578 -0.00132961 -0.00478522 -0.00796621 -0.00340548 -0.0157207 0.01176
internal_weight=0 0.0116974 0.0103947 0.00916998 0.00809369 0.00697454 0.00596471 0.00474619 0.00261923 0.00212696
internal_count=3121 2771 2538 2344 1993 1537 1412 1125 673 452
is_linear=0
shrinkage=0.0773033


Tree=3234
num_leaves=8
num_cat=0
split_feature=4 16 2 133 52 4 0
split_gain=3.10559e-05 6.84296e-05 7.2515e-05 6.45889e-05 0.000118995 9.55287e-05 8.96308e-05
threshold=0.27287000000000006 -0.36241499999999999 0.10981000000000002 0.090310000000000015 0.077655000000000016 -0.04890499999999999 -0.10607499999999999
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 4 5 -3 -7
right_child=-2 2 -4 -5 -6 6 -8
leaf_value=-0.016336878603135298 0.0088560677527870953 -0.021258773886911792 0.013630973281178266 -0.017774762603167005 0.016466758481420096 0.012253122361465701 -0.010771092016074301
leaf_weight=0.0013821454353224556 0.0017130522461258233 0.0013746874584233868 0.0017877257069521969 0.0011715559591299529 0.0017355321081166421 0.0017649063485998143 0.001686272842482341
leaf_count=139 352 451 370 461 609 129 610
internal_value=0 -0.00148756 0.000668161 -0.00232862 0.000429334 -0.00533822 0.00100331
internal_weight=0 0.0109028 0.00952068 0.00773295 0.0065614 0.00482587 0.00345118
internal_count=3121 2769 2630 2260 1799 1190 739
is_linear=0
shrinkage=0.0714163


Tree=3235
num_leaves=13
num_cat=0
split_feature=484 457 41 4 12 160 52 13 15 49 0 43
split_gain=0.000116169 0.000123246 0.000120323 0.000152447 0.000150157 0.000122597 0.00013385 0.000100555 8.82978e-05 0.000112871 9.77936e-05 0.000174422
threshold=-0.0068949999999999992 -0.0029299999999999994 0.075585000000000013 0.24564500000000003 0.10388500000000002 -0.082869999999999985 0.10024500000000001 0.021350000000000004 -0.055554999999999993 -1.0000000180025095e-35 -0.10011499999999998 -0.0030899999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 5 -3 7 8 9 -7 -10 -12
right_child=1 2 -4 -5 -6 6 -8 -9 10 -11 11 -13
leaf_value=-0.00062661698007873364 -0.00062923433972362748 -0.00051008892808774024 -0.00054251716627817185 0.00065460343712071985 -0.00062091585404111754 0.00033998378274389089 0.00076138430376580855 -0.00039192803834245594 0.0009059444163833848 -0.00053822374982848609 0.00060454010662688818 -0.00042872503860758211
leaf_weight=0.0010967433797152608 0.0010016321055146748 0.0010351714587702185 0.0010882190716974558 0.0018649581674496278 0.0011539866523409695 0.0011252405425612871 0.0013896453529959607 0.0013219025665660439 0.0010317166639490843 0.001125415295723763 0.0015782170172461943 0.0010433598756997217
leaf_count=503 156 335 144 317 228 106 145 176 58 216 461 276
internal_value=0 3.48164e-05 8.31623e-05 0.000136903 4.75446e-05 0.000127476 0.000204081 9.6903e-05 0.000206353 -9.91541e-05 0.000394564 0.000193312
internal_weight=0 0.0147595 0.0137578 0.0126696 0.0108047 0.00965067 0.0086155 0.00722585 0.00590395 0.00225066 0.00365329 0.00262158
internal_count=3121 2618 2462 2318 2001 1773 1438 1293 1117 322 795 737
is_linear=0
shrinkage=0.00196078


Tree=3236
num_leaves=11
num_cat=0
split_feature=159 160 43 43 1 13 49 3 52 47
split_gain=3.24488e-05 4.38476e-05 5.28416e-05 8.72505e-05 7.67736e-05 0.000100582 7.04606e-05 7.28834e-05 5.76149e-05 4.85576e-05
threshold=-0.032739999999999991 -0.081639999999999976 0.16180500000000003 0.016310000000000002 0.077565000000000009 -0.083764999999999992 -0.069799999999999987 0.097915000000000016 0.091275000000000009 0.090280000000000013
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 8 -6 -7 9 -3 -8
right_child=1 2 -4 -5 5 6 7 -9 -10 -11
leaf_value=-0.014112029278219376 0.0163473312545146 -0.028188014608448862 -0.018436166606406477 0.023802912843124829 0.024255809699756728 -0.021234914978326889 0.021523444221868436 -0.012338949888858374 -0.0021102377868911994 -0.0013591444819100382
leaf_weight=0.0010212850368320784 0.0011496005982610984 0.0010632897913859674 0.0010028980699497677 0.0010383911870753279 0.0012402851630648531 0.001007270962820851 0.001400717118237433 0.0013401862233808348 0.0012293439295826269 0.0011255845520299242
leaf_count=421 401 771 185 228 225 125 422 100 142 101
internal_value=0 0.0011408 -0.000532386 0.00136868 -0.0014024 0.0033982 -0.00190969 0.00312478 -0.0142047 0.0113282
internal_weight=0 0.0115976 0.010448 0.00944507 0.00840668 0.00611404 0.00487376 0.00386649 0.00229263 0.0025263
internal_count=3121 2700 2299 2114 1886 973 748 623 913 523
is_linear=0
shrinkage=0.0820348


Tree=3237
num_leaves=10
num_cat=0
split_feature=11 0 52 13 12 1 16 42 1
split_gain=3.39576e-05 4.35795e-05 7.07335e-05 6.0735e-05 6.99103e-05 6.54511e-05 6.79396e-05 4.81578e-05 4.5024e-05
threshold=0.080455000000000013 -0.019414999999999998 0.091275000000000009 0.021350000000000004 0.088245000000000004 0.091785000000000019 -0.074319999999999983 0.088575000000000015 0.10887500000000001
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 3 -3 4 5 -1 -7 -6 -8
right_child=-2 2 -4 -5 7 6 8 -9 -10
leaf_value=-0.017618505328687493 -0.015297573677983152 0.02622723672490045 -0.0030929834150918473 -0.019356960703291803 0.024393293385832657 -0.012019779150398658 0.026023202094483718 0.00022547190262428243 9.109030579097045e-05
leaf_weight=0.0018433351152349524 0.0010221557918966969 0.0012368375119867362 0.0012576338861641674 0.0012511168206063798 0.0013554171141652042 0.0014019216488580398 0.001002578254698655 0.0011593456692320788 0.0010273973122047475
leaf_count=936 189 198 73 302 397 252 94 580 100
internal_value=0 0.00125802 0.0114449 -0.00155258 0.0013069 -0.00438724 0.00271951 0.0132515 0.0128986
internal_weight=0 0.0115356 0.00249447 0.00904111 0.00779 0.00527523 0.0034319 0.00251476 0.00202998
internal_count=3121 2932 271 2661 2359 1382 446 977 194
is_linear=0
shrinkage=0.087056


Tree=3238
num_leaves=9
num_cat=0
split_feature=0 12 4 12 1 3 4 0
split_gain=2.87886e-05 5.17652e-05 0.000142014 9.06227e-05 0.000106214 0.000125635 6.78692e-05 4.77236e-05
threshold=0.15398500000000004 0.092355000000000007 0.09173000000000002 0.088245000000000004 0.094385000000000011 0.083060000000000009 0.056795000000000005 -0.13027499999999997
decision_type=2 2 2 2 2 2 2 2
left_child=1 3 -3 4 7 -6 -7 -1
right_child=-2 2 -4 -5 5 6 -8 -9
leaf_value=-0.0025724495743138435 0.011647708614201871 -0.028762113432110284 0.0056115677336506008 0.016226540005852406 0.029109230742010241 0.012676853600194611 -0.012259935386799533 -0.021484872702332628
leaf_weight=0.0014187164744990377 0.0010987205327799661 0.0012779017901518057 0.0015015225285275949 0.0019183275445770415 0.0010059286345170952 0.0010371200172943906 0.0015848246896978842 0.0016666592358471123
leaf_count=153 60 763 150 490 295 125 150 935
internal_value=0 -0.00119706 -0.0101925 0.00169953 -0.00245159 0.00633963 -0.0023961 -0.0127886
internal_weight=0 0.011411 0.00277942 0.00863158 0.00671325 0.00362787 0.00262194 0.00308538
internal_count=3121 3061 913 2148 1658 570 275 1088
is_linear=0
shrinkage=0.0757875


Tree=3239
num_leaves=14
num_cat=0
split_feature=47 123 50 4 1 42 43 2 3 16 133 12 52
split_gain=0.000150397 0.000138305 0.000158906 0.000143479 0.000218113 0.000112259 0.000138156 0.000104359 0.000214556 0.000114289 0.000144338 0.000105583 0.000100337
threshold=0.13148500000000005 1.0000000180025095e-35 0.088425000000000017 0.24564500000000003 0.111945 -1.0000000180025095e-35 -0.17390999999999998 0.11389000000000002 0.10542000000000001 0.15891500000000003 0.061605000000000007 0.083370000000000014 -0.066844999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 5 -5 -1 -7 8 9 10 11 12 -8
right_child=-2 -3 -4 4 -6 6 7 -9 -10 -11 -12 -13 -14
leaf_value=-0.00052376524953884806 -0.00065721616622593522 0.00073191427227427914 -0.00066133112527110819 -2.2132323901653655e-05 0.001116242918937713 0.00070122355812057922 -0.00043332777858791301 -0.00055979383493743337 0.00075965297627361792 -0.00069069035913498921 0.00062560384390000388 -0.00068260393147198586 0.0003345211947781115
leaf_weight=0.0016166613312968243 0.0012988435843237492 0.0010288624016336215 0.0013191233010350955 0.0015229460412440961 0.0011251911596229206 0.0010633851637464895 0.0010702645683853262 0.0013002108587024663 0.00131820793654569 0.0010821923038654545 0.0011384845035019107 0.0010997827831079653 0.0016834370338674179
leaf_count=626 65 255 510 121 162 58 53 137 52 238 371 376 97
internal_value=0 3.59726e-05 -1.07049e-05 5.05083e-05 0.000461562 -4.52064e-05 3.40956e-05 -4.75158e-05 4.25865e-05 -0.000113031 1.21984e-05 -0.000169028 3.6086e-05
internal_weight=0 0.0163687 0.0153399 0.0140208 0.00264814 0.0113726 0.00975597 0.00869258 0.00739237 0.00607416 0.00499197 0.00385348 0.0027537
internal_count=3121 3056 2801 2291 283 2008 1382 1324 1187 1135 897 526 150
is_linear=0
shrinkage=0.00196078


Tree=3240
num_leaves=12
num_cat=0
split_feature=42 42 43 40 133 160 52 49 4 15 484
split_gain=0.000106749 0.000108709 0.000100254 0.000174964 0.000134069 0.000135261 0.000227428 0.000142844 0.000219753 0.000175215 0.000103448
threshold=-0.11051499999999999 -0.088669999999999985 0.16180500000000003 -0.013874999999999998 0.091410000000000005 -1.0000000180025095e-35 0.077655000000000016 -0.043469999999999995 0.053180000000000012 -0.10324499999999999 0.084750000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 5 10 7 -7 -9 -10 -5
right_child=1 2 -4 4 -6 6 -8 8 9 -11 -12
leaf_value=-0.00062591133471705588 0.00061116235847540339 0.00077646209588631289 -0.00059092635710435713 -0.00077331261730535165 -0.00070432404651092563 0.0003816013242042558 0.00072564237392253104 -0.00087382062920639161 -0.00042060095102113481 0.00070307274282945973 5.7988296082553706e-05
leaf_weight=0.0010222984910067583 0.0011386520797839394 0.0010998254435222047 0.0010862340465316823 0.001237470302535462 0.0010668254737047573 0.0019229463612730592 0.0019800444977274428 0.0014378771222540391 0.0011140421205030181 0.0010238473360910036 0.0010759188643786194
leaf_count=181 211 267 196 434 474 151 329 483 103 69 223
internal_value=0 3.01379e-05 -2.05775e-05 3.1228e-05 -4.42513e-05 2.76617e-05 0.000155832 -4.93526e-05 -0.000281107 0.000117533 -0.000386688
internal_weight=0 0.0141837 0.013045 0.0119588 0.010859 0.00979215 0.00747876 0.00549871 0.00357577 0.00213789 0.00231339
internal_count=3121 2940 2729 2533 2266 1792 1135 806 655 172 657
is_linear=0
shrinkage=0.00196078


Tree=3241
num_leaves=14
num_cat=0
split_feature=42 403 43 42 131 42 133 4 48 48 0 0 2
split_gain=0.000134772 0.000111132 0.000185053 0.000106127 0.000266527 0.000106543 0.000164286 8.9346e-05 0.000138936 0.000126855 0.000112412 0.000226373 3.10828e-05
threshold=-0.11466499999999999 0.096440000000000012 -0.17390999999999998 0.09832500000000001 0.082070000000000018 0.085730000000000015 0.083950000000000011 -0.27825499999999997 0.085845000000000019 0.10668000000000001 -0.076234999999999983 -0.14001499999999997 0.10527500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 6 7 -4 10 -10 11 12 -9
right_child=1 -3 3 -5 -6 -7 -8 8 9 -11 -12 -13 -14
leaf_value=-0.00068707941595647938 0.00071619622776702974 -0.00056077501429729394 -0.00047141741863553592 0.0005771786682099724 -0.00098722741293419685 -0.00044970894335141852 0.00079598049432945135 0.00078011549482117997 -0.00078523256034656154 0.00015793521632504864 0.00085381008965391178 -0.00046988244708538919 0.00030217695593845055
leaf_weight=0.0010158002467776936 0.0015168283781931144 0.0010688908769285006 0.0011647357737897294 0.0010914064082035548 0.0010210752450200708 0.0014023002557716638 0.0011569886705881001 0.0010079312959109291 0.0010231356491742852 0.0010866640690174734 0.0010370959870903583 0.0013773459643116885 0.0010034662609583744
leaf_count=171 125 221 176 334 409 529 301 92 101 69 158 361 74
internal_value=0 3.65107e-05 8.24776e-05 4.78352e-06 -5.05955e-05 4.26212e-05 0.000120567 1.90856e-05 0.0001065 -0.000299449 0.000300015 0.000130531 0.000541677
internal_weight=0 0.0149579 0.013889 0.0123721 0.0112807 0.0102597 0.00885736 0.00770038 0.00653564 0.0021098 0.00442584 0.00338874 0.0020114
internal_count=3121 2950 2729 2604 2270 1861 1332 1031 855 170 685 527 166
is_linear=0
shrinkage=0.00192234


Tree=3242
num_leaves=10
num_cat=0
split_feature=42 47 42 51 43 151 2 2 2
split_gain=2.89378e-05 5.67423e-05 6.0669e-05 6.95674e-05 7.0796e-05 0.000107575 9.23515e-05 7.56881e-05 4.65971e-05
threshold=0.10256000000000001 0.11069000000000002 -1.0000000180025095e-35 -0.076794999999999988 -0.084004999999999982 -0.024429999999999997 0.099515000000000006 0.080205000000000012 0.113445
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 -5 -6 7 -7 -8
right_child=-2 -3 3 4 5 6 8 -9 -10
leaf_value=-0.013909212530621299 -0.011654113110796394 0.015754362075485737 -0.016122338997421614 0.019325962308371518 0.021025301737852654 -0.001753317971415046 0.015908133697553027 -0.027069265342859975 -0.0050647932769656377
leaf_weight=0.0016445016035764254 0.0010903526664185351 0.0012808819024288558 0.0010639071804626051 0.0013888631351873099 0.0011706980666754919 0.0013907850732859106 0.0013210058283132098 0.0012273366259884298 0.0010494564196062311
leaf_count=832 346 148 367 293 190 253 121 447 124
internal_value=0 0.00100944 -0.000831968 0.00166518 0.00417232 0.000755307 -0.00400156 -0.0136211 0.00662295
internal_weight=0 0.0115374 0.0102566 0.00861205 0.00754815 0.00615928 0.00498858 0.00261812 0.00237046
internal_count=3121 2775 2627 1795 1428 1135 945 700 245
is_linear=0
shrinkage=0.0743015


Tree=3243
num_leaves=9
num_cat=0
split_feature=52 52 4 0 15 49 15 15
split_gain=3.03564e-05 4.4173e-05 7.5562e-05 9.70873e-05 6.53539e-05 9.76769e-05 9.67805e-05 5.66687e-05
threshold=0.19022000000000003 0.10347000000000002 -0.35136499999999998 -0.062294999999999996 -0.0063699999999999989 -0.043469999999999995 -0.10653 0.088655000000000025
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 -4 -7 -6
right_child=-2 -3 3 -5 7 6 -8 -9
leaf_value=-0.020638489362993877 -0.014320910881366227 0.016121027401317968 0.009422674373596944 0.02014319419757496 0.019164856112834645 -0.004385084715022562 -0.035279958041316291 -0.0049130024311211653
leaf_weight=0.0012214032978541392 0.0010043132757913244 0.0012768864884023486 0.001454339881894931 0.0017330155643829727 0.0015044977852112984 0.0017406010525027752 0.0012830558522990516 0.0013518245853842478
leaf_count=194 350 233 241 294 533 317 569 390
internal_value=0 0.00114842 -0.000709762 0.00197471 -0.00231829 -0.00875281 -0.017495 0.00776942
internal_weight=0 0.0115656 0.0102887 0.00906733 0.00733432 0.004478 0.00302366 0.00285632
internal_count=3121 2771 2538 2344 2050 1127 886 923
is_linear=0
shrinkage=0.085349


Tree=3244
num_leaves=9
num_cat=0
split_feature=484 160 133 151 4 2 13 3
split_gain=3.11914e-05 5.43789e-05 8.17252e-05 5.39763e-05 0.000112454 8.21246e-05 0.000230927 7.52885e-05
threshold=0.085515000000000022 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.0083949999999999979 0.24564500000000003 0.10444500000000002 -0.061684999999999997 -0.028564999999999997
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 5 6 -5 -8
right_child=-2 2 3 4 -6 -7 7 -9
leaf_value=-0.01564616359994505 0.011862203994641409 -0.017227863832351375 -0.0094309876701412637 0.037075894950465503 0.031722801769657083 -0.011165873701375775 -0.021065721855769149 0.0069786980930325732
leaf_weight=0.0015065654904452943 0.00127169590946244 0.0013973051262383832 0.0016117460086192094 0.0012894074957288219 0.001008130425723717 0.0018830838368865052 0.0010605748459137877 0.0014878779159255813
leaf_count=659 341 709 305 290 169 266 290 92
internal_value=0 -0.0014267 0.000773159 0.0037888 0.0069552 0.00259072 0.00934052 -0.00469239
internal_weight=0 0.0112447 0.00973813 0.00834082 0.00672907 0.00572094 0.00383786 0.00254845
internal_count=3121 2780 2121 1412 1107 938 672 382
is_linear=0
shrinkage=0.0804263


Tree=3245
num_leaves=13
num_cat=0
split_feature=50 47 4 1 16 48 49 160 15 16 16 52
split_gain=0.000204499 0.000266874 9.00761e-05 0.000303486 0.000131432 0.000193829 0.000194421 0.000178007 0.000141727 0.000125532 0.000214354 0.000108283
threshold=0.10124500000000002 0.13148500000000005 0.24564500000000003 0.111945 -0.094359999999999986 0.091545000000000015 -0.0060549999999999988 -0.027994999999999996 0.091295000000000015 0.38525000000000004 -0.056919999999999991 0.091275000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -4 8 6 -6 -8 -1 10 -9 -12
right_child=-2 -3 3 -5 5 -7 7 9 -10 -11 11 -13
leaf_value=-0.0006317295421822644 -0.0008671441262273654 -0.00092981203843182307 -0.00012212048061654521 0.00119831090697854 -0.00068925238284434846 0.0007256614281940778 0.00081968244067587282 0.00034723054867605193 0.00027095250958604348 0.00053359111665638554 -0.0010446423635020194 -0.00016927531460280695
leaf_weight=0.0019413565316982436 0.0010024254661445851 0.0010108843786404966 0.0015949314788820175 0.0011530067150886025 0.0012583860934844218 0.0018295661361628079 0.0012432742024079801 0.0016601636392850417 0.001020099576119371 0.0012425642600126866 0.0010418164554183819 0.0011353960231580973
leaf_count=257 375 37 143 243 259 213 332 641 59 226 279 57
internal_value=0 4.55812e-05 0.000110791 0.000431919 3.94692e-05 0.000152834 1.46018e-05 0.000154676 -0.000320793 -8.07871e-06 -0.000183474 -0.000588147
internal_weight=0 0.0161314 0.0151206 0.00274794 0.0123726 0.00941117 0.0075816 0.00632321 0.00296146 0.00507994 0.00383738 0.00217721
internal_count=3121 2746 2709 386 2323 2007 1794 1535 316 1203 977 336
is_linear=0
shrinkage=0.00196078


Tree=3246
num_leaves=9
num_cat=0
split_feature=11 3 47 1 2 15 0 15
split_gain=3.38815e-05 4.09375e-05 6.93151e-05 8.86684e-05 0.000102948 7.71071e-05 0.000149907 7.55186e-05
threshold=0.080455000000000013 -0.10519499999999998 0.096175000000000024 0.094385000000000011 0.092875000000000013 0.088235000000000022 -0.10607499999999999 -0.07490999999999999
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 6 -3 -5
right_child=-2 2 -4 7 -6 -7 -8 -9
leaf_value=0.011318844114623704 -0.013339513580231849 0.015422320595030896 -0.014228425190708683 0.026586684660261133 -0.01875655634751295 0.018621972012435997 -0.025438726734344559 0.001345068066876324
leaf_weight=0.0018845496339265988 0.0010150837956189743 0.0010297684209651372 0.0018168852771830351 0.0012848299359298253 0.0017258630601175748 0.0012829080657049763 0.0010330402933868784 0.0014480947112577545
leaf_count=230 189 84 276 331 564 358 844 245
internal_value=0 0.00110446 -0.000896237 0.00220749 -0.00372247 0.00403276 -0.00504061 0.0132119
internal_weight=0 0.0115059 0.00962139 0.0078045 0.00507158 0.00334572 0.00206281 0.00273292
internal_count=3121 2932 2702 2426 1850 1286 928 576
is_linear=0
shrinkage=0.0757875


Tree=3247
num_leaves=12
num_cat=0
split_feature=484 457 4 16 48 15 15 2 4 0 1
split_gain=0.000141612 0.000121952 0.000161389 0.000118849 0.000248356 0.000158123 0.000213426 0.000126678 0.000109028 8.23746e-05 8.04858e-05
threshold=-0.0068949999999999992 -0.0029299999999999994 0.24564500000000003 -0.094359999999999986 0.084855000000000014 -0.016799999999999995 0.088655000000000025 0.092755000000000018 -0.49405499999999997 -0.077999999999999986 0.111945
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 7 5 -5 8 -3 -7 -10 -4
right_child=1 2 10 4 -6 6 -8 -9 9 -11 -12
leaf_value=-0.00067078731062322403 -0.00061510270866818519 7.7616585260440934e-06 0.00016720282682531942 -0.00058363853502180619 0.00071049281903308567 -0.00022114506849415654 -0.00069826329854735217 -0.00083697533499807063 6.2267656491598366e-05 0.00072680534697537776 0.00085622683232837741
leaf_weight=0.0011705362415530421 0.0010303576022525881 0.0015240318240083367 0.0012575201023891651 0.0017747235761256079 0.0019676302760027048 0.0011709664353106771 0.0010519521359893449 0.0012361063020021809 0.0011361527850424487 0.0019446440885775248 0.0013531590822907853
leaf_count=503 156 199 119 337 277 99 494 105 482 99 251
internal_value=0 3.65861e-05 8.31616e-05 -1.43942e-05 9.42752e-05 -7.70179e-05 9.25069e-05 -0.000370547 0.000288156 0.000481734 0.000524336
internal_weight=0 0.0154472 0.0144169 0.0118062 0.00904607 0.00707844 0.00530372 0.00276014 0.00425176 0.0030808 0.00261068
internal_count=3121 2618 2462 2092 1788 1511 1174 304 680 581 370
is_linear=0
shrinkage=0.00196078


Tree=3248
num_leaves=12
num_cat=0
split_feature=47 50 4 1 16 4 48 49 160 16 16
split_gain=0.00012714 0.000108437 0.000146229 0.000262134 0.000121287 0.000158423 0.000156069 0.000150659 0.0001503 0.000113714 0.000193127
threshold=0.13148500000000005 0.088425000000000017 0.24564500000000003 0.111945 -0.094359999999999986 -1.0000000180025095e-35 0.091545000000000015 -0.006494999999999999 -0.0094199999999999978 0.38525000000000004 -0.056919999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -4 5 -1 7 -6 -9 10 -10
right_child=-2 -3 3 -5 6 -7 -8 8 9 -11 -12
leaf_value=0.00023660623120263735 -0.00064845120479105779 -0.00048267762896508524 -4.0729780347582663e-05 0.0012066196077840743 -0.00070563109751855158 -0.00075210534879773167 0.00066544120617313208 0.00078649603786294219 0.00034083039825488136 0.00047238081421351155 -0.00063854661543673676
leaf_weight=0.0010055766264448311 0.0011244389224330789 0.0014033935811068694 0.0014827416105451456 0.0011502424404323272 0.0010503016935334269 0.0016380205683054943 0.0015574266005125015 0.0010136211150137608 0.0013010424883001478 0.0011686953614855021 0.001911341350501639
leaf_count=110 65 532 143 243 243 176 211 376 524 220 278
internal_value=0 3.56598e-05 9.04403e-05 0.000504186 -1.18876e-05 -0.000376017 0.000108402 -2.62053e-05 0.000106073 -5.13518e-05 -0.000241891
internal_weight=0 0.0146824 0.013279 0.00263298 0.010646 0.0026436 0.00800243 0.006445 0.0053947 0.00438108 0.00321238
internal_count=3121 3056 2524 386 2138 286 1852 1641 1398 1022 802
is_linear=0
shrinkage=0.00196078


Tree=3249
num_leaves=13
num_cat=0
split_feature=42 42 43 40 133 160 52 49 4 15 16 3
split_gain=0.000112212 0.000122928 0.000132246 0.000212118 0.000185288 0.000134046 0.000241331 0.000156545 0.000237931 0.000198527 0.000133873 0.000107583
threshold=-0.11466499999999999 -0.088669999999999985 0.16180500000000003 -0.013874999999999998 0.091410000000000005 -1.0000000180025095e-35 0.077655000000000016 -0.081404999999999991 0.0061450000000000003 -0.095869999999999983 -0.008904999999999998 -0.082094999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 5 10 7 -7 -9 -10 -5 -8
right_child=1 2 -4 4 -6 6 11 8 9 -11 -12 -13
leaf_value=-0.00063161839375152858 0.00061480648329765425 0.0008288885486455402 -0.0006653366705163564 -0.00090337863905390673 -0.0007951473406856178 0.00061733305264517714 0.00119219945428865 -0.00086947784704684446 -0.00032075158050459527 0.00062828203022030139 1.4925146910791378e-05 0.00031106786619803034
leaf_weight=0.0010459208801123004 0.0012764402079889691 0.001177474035472431 0.0011256195707077766 0.0010272927062419681 0.0011401996964909107 0.0011241749859033368 0.0010034469085029307 0.0014222543154352833 0.0019924713075690163 0.0014746692605098841 0.0015038250540534352 0.001135723686732204
leaf_count=171 221 267 196 383 474 78 184 484 126 118 274 145
internal_value=0 3.20713e-05 -2.05809e-05 3.52394e-05 -4.37945e-05 3.63912e-05 0.000158767 -4.24387e-05 -0.000194134 8.28982e-05 -0.000357782 0.000724391
internal_weight=0 0.0154036 0.0141272 0.0130015 0.0118241 0.0106839 0.00815274 0.00601357 0.00488939 0.00346714 0.00253112 0.00213917
internal_count=3121 2950 2729 2533 2266 1792 1135 806 728 244 657 329
is_linear=0
shrinkage=0.00196078


Tree=3250
num_leaves=13
num_cat=0
split_feature=47 403 42 14 15 2 2 16 4 15 4 49
split_gain=0.000104133 9.75892e-05 0.000271636 8.42372e-05 0.000113094 0.000108141 0.000150474 9.41645e-05 0.000113761 0.000107112 6.71606e-05 4.87937e-05
threshold=0.13148500000000005 0.096440000000000012 0.09832500000000001 -0.10708499999999999 -0.10653 -1.0000000180025095e-35 0.073895000000000002 -0.08595499999999999 -0.49405499999999997 -0.0088349999999999974 -0.10429499999999998 -0.020744999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -5 -6 -7 11 -9 -10 -11 -8
right_child=-2 -3 -4 4 5 6 7 8 9 10 -12 -13
leaf_value=-0.00054975637490687853 -0.00059119872924665614 -0.00055261400965368442 0.00096322240261253339 0.00052327352970458097 0.00056929555070638115 -0.000781810826781321 -7.634312267837684e-05 -0.00042078019006037775 -0.00018530821230540174 0.00016382867175778167 0.00080094569128973797 -0.000612142916002212
leaf_weight=0.00101612033293622 0.0011006061882405946 0.0010121050124328171 0.0012142904546500978 0.0015954478514822743 0.0010013142708931886 0.0011200257386883511 0.0015205802133542029 0.0010410017277684464 0.0011556177444502292 0.0011012703704142463 0.001506025357726805 0.0011459009019660054
leaf_count=107 65 225 357 285 106 360 116 135 482 100 449 334
internal_value=0 3.45056e-05 7.87927e-05 -9.21247e-06 3.98846e-05 -4.05203e-05 -0.000111601 -1.11179e-05 0.000152893 0.000311599 0.00053184 -0.000306599
internal_weight=0 0.0144297 0.0134176 0.0122033 0.0111872 0.00959174 0.00859042 0.0074704 0.00480392 0.00376291 0.0026073 0.00266648
internal_count=3121 3056 2831 2474 2367 2082 1976 1616 1166 1031 549 450
is_linear=0
shrinkage=0.00196078


Tree=3251
num_leaves=11
num_cat=0
split_feature=147 11 13 15 42 16 16 1 1 4
split_gain=3.27061e-05 5.60703e-05 6.17298e-05 7.23114e-05 0.000126482 0.000125046 7.67035e-05 7.54803e-05 0.000111083 5.67288e-05
threshold=1.0000000180025095e-35 1.0000000180025095e-35 -0.094514999999999988 0.088655000000000025 -0.091214999999999977 -0.18708499999999997 0.083160000000000026 0.086560000000000012 0.094385000000000011 -0.077679999999999985
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 9 4 -4 -6 7 -7 -9 -1
right_child=-2 -3 3 -5 5 6 -8 8 -10 -11
leaf_value=0.029074695314792148 0.015208417257663181 -0.019805332567936783 0.027975929027664607 -0.022283868538074441 -0.031350471700790049 0.028595619833648972 -0.017283312436552484 -0.02060571848911948 0.01704842647116037 0.00060083822606064202
leaf_weight=0.0010273730786225788 0.0010124085440312335 0.0011772585689449758 0.0011221281621874709 0.0012817068357170351 0.0011133511306340898 0.0010309916321045156 0.0012410298141797187 0.0011271348773820092 0.0013669730883435699 0.0011916129996449058
leaf_count=71 183 230 240 595 170 717 332 133 230 220
internal_value=0 -0.00142902 0.00063088 -0.00289266 0.00065707 -0.00455687 0.00170202 0.00838591 3.18014e-05 0.013784
internal_weight=0 0.0116796 0.0105023 0.00828332 0.00700161 0.00587948 0.00476613 0.0035251 0.00249411 0.00221899
internal_count=3121 2938 2708 2417 1822 1582 1412 1080 363 291
is_linear=0
shrinkage=0.0887971


Tree=3252
num_leaves=10
num_cat=0
split_feature=50 47 4 4 4 0 4 0 48
split_gain=3.18683e-05 6.20314e-05 0.000117985 0.000113913 7.08061e-05 7.41611e-05 5.12332e-05 5.13659e-05 2.92823e-05
threshold=0.088425000000000017 0.11893500000000001 0.24564500000000003 0.055260000000000011 0.0052350000000000009 -0.077999999999999986 -0.49405499999999997 -0.0058249999999999994 0.081805000000000017
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 8 -7 -8 -1
right_child=-2 -3 -4 -5 -6 6 7 -9 -10
leaf_value=-0.021338535558754718 -0.011939053369950974 -0.01740616998262854 0.02046232126342026 -0.021339825269379695 0.018076738923512314 -0.0084957463518117188 0.002375666223625061 0.026227198273804514 -0.0028415001911972011
leaf_weight=0.0011183842771664068 0.0012675877164095286 0.0010101924493024486 0.0019633581784647596 0.0014228917787649691 0.0015380504984597067 0.0010035724966008797 0.0012736867723309635 0.0010037351286814071 0.0010150425313154405
leaf_count=897 560 80 372 221 166 130 375 92 228
internal_value=0 0.00124293 0.00306513 -0.00101313 0.00314693 -0.00109412 0.00634714 0.0128878 -0.012538
internal_weight=0 0.0113489 0.0103387 0.00837536 0.00695247 0.00541442 0.00328099 0.00227742 0.00213343
internal_count=3121 2561 2481 2109 1888 1722 597 467 1125
is_linear=0
shrinkage=0.0788493


Tree=3253
num_leaves=13
num_cat=0
split_feature=484 15 15 133 160 52 0 2 4 16 16 16
split_gain=0.000106329 0.000105221 8.50037e-05 9.66477e-05 0.000100635 9.57384e-05 0.000133216 0.000166852 0.000120454 0.000112514 7.95207e-05 7.19106e-05
threshold=-0.0068949999999999992 -0.24436499999999997 -0.11713499999999999 0.10722500000000001 0.098320000000000005 0.096795000000000006 -0.10011499999999998 0.092875000000000013 -0.025314999999999994 0.11346000000000002 -0.091354999999999978 0.10246000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 5 6 7 10 11 -7 -4 -8
right_child=1 2 3 -5 -6 9 8 -9 -10 -11 -12 -13
leaf_value=-0.00060862704113551365 0.00063553345390786212 -0.00050626529377935511 0.00088447705797816756 -0.00053048468342606976 -0.00049781845963292257 4.1368758159145457e-05 0.00032595316738597642 -0.00028002486309991454 -0.00063453424349274948 0.0009427787812265172 0.00020618646210673742 -0.00032017796055579424
leaf_weight=0.0010941725646687215 0.0010105285978078997 0.0012559647654444674 0.0014829307623064336 0.0010843327366442069 0.0010448949753719414 0.0010223074170925975 0.0015627863783743475 0.001278355509541057 0.0015396992046872067 0.0011108852834524896 0.0012040880195334294 0.0011492154457359519
leaf_count=503 232 187 64 325 102 320 528 175 370 35 53 227
internal_value=0 2.48852e-05 -2.00406e-05 2.88941e-05 8.21231e-05 0.00014067 4.45856e-05 0.000303102 -0.000196521 0.000510789 0.000580526 5.2154e-05
internal_weight=0 0.014746 0.0137355 0.0124795 0.0113952 0.0103503 0.00821708 0.00396537 0.0042517 0.00213319 0.00268702 0.002712
internal_count=3121 2618 2386 2199 1874 1772 1417 292 1125 355 117 755
is_linear=0
shrinkage=0.00196078


Tree=3254
num_leaves=13
num_cat=0
split_feature=403 484 42 43 16 133 48 4 2 43 16 15
split_gain=0.000154094 0.000144757 0.000164108 0.000244825 0.000208659 0.000247395 0.000191185 0.000181413 0.000164329 0.000135467 8.70092e-05 9.87585e-05
threshold=-1.0000000180025095e-35 -0.0068949999999999992 -0.11466499999999999 -0.15582499999999996 0.15891500000000003 0.083950000000000011 0.085845000000000019 -0.062539999999999984 0.10402500000000002 -0.0037449999999999996 -0.056919999999999991 -0.0079099999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 -4 5 6 9 -6 -8 -5 11 -11
right_child=1 2 3 4 7 -7 8 -9 -10 10 -12 -13
leaf_value=-0.00073704980387789539 -0.00061940144932622608 -0.0006445806425213333 0.00084837281958909019 -0.00038742213428053521 -0.00099558601063385872 0.00087957889016956393 -0.00098614932473790038 0.0001198264301070298 2.064253946993986e-05 0.00096254209017581824 4.0062704753068688e-06 0.00024795575024211692
leaf_weight=0.0010427091371658362 0.0011810785802338483 0.001072151506468195 0.0016997601341045008 0.0010580643629839659 0.0012217563496639272 0.0016115762721703774 0.0010807696657652022 0.0010359526149204172 0.0014725193721729646 0.0014100612803165957 0.0014785437067316659 0.0015731556247840033
leaf_count=756 450 107 106 279 139 380 115 198 106 147 141 197
internal_value=0 4.10546e-05 9.40676e-05 0.000152119 5.3021e-05 0.00017816 3.81412e-05 -0.000483778 -0.000405518 0.000243363 0.000392948 0.000585715
internal_weight=0 0.0158954 0.0147143 0.0136422 0.0119424 0.00968469 0.00807311 0.00225771 0.00255329 0.00551982 0.00446176 0.00298322
internal_count=3121 2365 1915 1808 1702 1365 985 337 221 764 485 344
is_linear=0
shrinkage=0.00196078


Tree=3255
num_leaves=10
num_cat=0
split_feature=0 12 1 52 4 15 1 1 52
split_gain=2.91231e-05 4.29533e-05 0.00012811 7.48828e-05 6.86485e-05 9.09243e-05 0.000158911 0.000121344 3.90565e-05
threshold=0.15398500000000004 0.092355000000000007 0.11453000000000001 0.077655000000000016 -0.04890499999999999 -0.016799999999999995 0.11181500000000001 0.091785000000000019 0.14295500000000003
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 3 -3 4 -1 6 7 -6 -5
right_child=-2 2 -4 8 5 -7 -8 -9 -10
leaf_value=-0.018730233269606721 0.013072133431233087 -0.024169156409983922 0.013874900836422144 0.026289636163358044 -0.015315645542875088 0.021482220994462585 -0.029573068462059753 0.023016346006970605 0.0034075342157703723
leaf_weight=0.0015403537382712761 0.0011157739431573383 0.0018019821619954237 0.0010040203134014103 0.0011313642948647205 0.0010060007002649653 0.0012823215291853651 0.0012585977381164913 0.0014964214993400671 0.0010455157235410972
leaf_count=425 60 777 136 478 405 226 215 169 230
internal_value=0 -0.00136652 -0.0105566 0.00157703 -0.00296035 0.00185613 -0.00483539 0.00760647 0.0152998
internal_weight=0 0.0115666 0.002806 0.00876058 0.0065837 0.00504334 0.00376102 0.00250242 0.00217688
internal_count=3121 3061 913 2148 1440 1015 789 574 708
is_linear=0
shrinkage=0.085349


Tree=3256
num_leaves=13
num_cat=0
split_feature=12 12 2 49 49 3 133 49 1 13 15 43
split_gain=0.000116029 0.000141846 0.000113344 0.000256995 0.000112159 9.86571e-05 0.000183603 0.000120332 0.000168519 0.000164053 0.000161574 6.53595e-05
threshold=0.11650500000000001 0.10016000000000001 0.11474000000000002 0.005085000000000001 0.0043850000000000009 -0.084074999999999997 0.076280000000000014 -0.069799999999999987 0.11103500000000001 -0.084319999999999992 -0.095869999999999983 -0.013819999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -4 5 11 7 -7 9 -9 -11 -1
right_child=-2 -3 3 -5 -6 6 -8 8 -10 10 -12 -13
leaf_value=-0.00026852435098254871 -0.00063637275047756872 0.00053679422882572274 0.00089411489590013478 -0.00034505127898082398 0.00045857014856143653 -0.00074971743396714434 0.00065056262662143772 -0.00047426615872672338 -0.00067525332832025467 -0.00017095960692945685 0.0007683805579784494 -0.00087777008921002201
leaf_weight=0.0017690635218471935 0.0010495224398855653 0.0017677888081193806 0.0013590300146212805 0.001135011395155555 0.0011104508347586335 0.0011792632406646426 0.0011138442693106616 0.0011835366772237907 0.0012855975909963997 0.0011539974002590131 0.001635998872727205 0.0010293075367080774
leaf_count=465 147 293 202 120 428 104 322 243 92 33 337 335
internal_value=0 2.37868e-05 -4.11994e-05 0.000330184 -0.000122016 -0.000184303 -7.00615e-05 -0.00019473 -7.0284e-05 0.000125448 0.000379851 -0.000492619
internal_weight=0 0.0157229 0.0139551 0.00249404 0.0114611 0.0103506 0.00755224 0.00643839 0.00525913 0.00397353 0.00279 0.00279837
internal_count=3121 2974 2681 322 2359 1931 1131 809 705 613 370 800
is_linear=0
shrinkage=0.00192234


Tree=3257
num_leaves=10
num_cat=0
split_feature=133 160 52 42 0 1 3 133 151
split_gain=2.81728e-05 5.09056e-05 0.000119906 6.4412e-05 6.23045e-05 8.84893e-05 0.000132208 0.000129074 6.64654e-05
threshold=-0.085499999999999979 -1.0000000180025095e-35 -0.013374999999999998 -1.0000000180025095e-35 -0.14920999999999998 0.099660000000000012 -0.10023499999999998 0.083950000000000011 -0.00099499999999999979
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -3 8 6 -6 -8 -5
right_child=1 3 -4 4 5 -7 7 -9 -10
leaf_value=0.010744324042687731 0.0062172950006749743 -0.013977714703722289 -0.031841165435704546 -0.022098283441817801 0.026897227958254669 0.02658041287504951 -0.026678993667966461 0.011797642656877529 0.0067713958125280704
leaf_weight=0.0014818373303279375 0.0011739805398844531 0.0015781908924377515 0.0011448254102538423 0.0010646553390243341 0.0010796211850786566 0.0015344096395215317 0.0012749786343366582 0.001171182640886591 0.0011741047514034026
leaf_count=488 317 502 549 69 72 404 269 354 97
internal_value=0 -0.00153303 -0.0125727 0.00135065 0.00466497 0.00980716 0.00250749 -0.008257 -0.00695775
internal_weight=0 0.0111959 0.00231881 0.00887714 0.00729895 0.00506019 0.00352578 0.00244616 0.00223876
internal_count=3121 2633 866 1767 1265 1099 695 623 166
is_linear=0
shrinkage=0.0836755


Tree=3258
num_leaves=12
num_cat=0
split_feature=484 42 42 43 4 16 2 2 48 52 43
split_gain=9.72747e-05 0.000103609 0.000104162 0.000109709 7.97373e-05 9.54532e-05 0.000114329 0.000122311 0.000125914 0.000106493 9.17055e-05
threshold=-0.0068949999999999992 -0.11051499999999999 -0.088669999999999985 0.16180500000000003 0.40473500000000007 -0.36241499999999999 0.10912000000000001 0.095195000000000016 0.083985000000000018 -0.0064899999999999992 -0.0037449999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 5 -4 7 8 9 -7 -11
right_child=1 2 3 -5 -6 6 -8 -9 -10 10 -12
leaf_value=-0.00058389663276953922 -0.00056559043650175015 0.00065816722208397835 -0.00047776933000081271 -0.00056907735900749862 0.00053473146151374496 -0.00055708439377684729 0.00054290423731998623 -0.00059228196842550055 0.00060122107366704152 -0.00025416949048099826 0.00046597364145923458
leaf_weight=0.0010570387164429594 0.0010316794402263534 0.0010969391667427887 0.0012681049123148365 0.0010804901196463717 0.0013356965335579027 0.0012200644198924176 0.0017640672922672514 0.0011759897901817183 0.0014437223007053926 0.001244531256510013 0.0014983910137023786
leaf_count=503 159 201 116 180 259 272 271 238 184 492 246
internal_value=0 3.27242e-05 7.97435e-05 2.70054e-05 8.58207e-05 2.34581e-05 9.96084e-05 -1.91884e-05 0.000105463 -7.51428e-05 0.000139227
internal_weight=0 0.0141597 0.013128 0.0120311 0.0109506 0.00961487 0.00834677 0.0065827 0.00540671 0.00396299 0.00274292
internal_count=3121 2618 2459 2258 2078 1819 1703 1432 1194 1010 738
is_linear=0
shrinkage=0.00196078


Tree=3259
num_leaves=13
num_cat=0
split_feature=42 42 43 40 133 42 51 16 52 15 48 4
split_gain=0.000114125 0.000143728 0.000101817 0.00023459 0.000135907 0.000165353 0.00011101 9.2011e-05 0.000132118 0.000149137 8.80946e-05 6.75932e-05
threshold=-0.11051499999999999 -0.088669999999999985 0.16180500000000003 -0.013874999999999998 0.091410000000000005 0.097315000000000026 -0.076794999999999988 -0.074319999999999983 0.091275000000000009 -0.07490999999999999 0.086035000000000014 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 5 6 -5 10 9 -9 11 -8
right_child=1 2 -4 4 -6 -7 7 8 -10 -11 -12 -13
leaf_value=-0.00062432888000590729 0.00067347966100817988 0.00084940492634256039 -0.00056751314496991559 -0.00058627230826389356 -0.00068086603938352338 0.00075814916669287159 0.00035506825643519442 0.00047312643595130049 0.00078856698303282537 -0.00046475428913852942 -0.00051064385168575954 -0.00027132997152674816
leaf_weight=0.0010859882915976041 0.0012400138268783148 0.0012121152217378596 0.0012063756365449435 0.0013542929918385046 0.0012033537357571669 0.001037060815377939 0.0013771915322819501 0.0012859215614748204 0.0011793788689239137 0.0013219837672173535 0.0017735979376294342 0.0012759156321895445
leaf_count=181 211 267 196 338 474 107 371 192 160 272 125 227
internal_value=0 3.32418e-05 -2.25601e-05 2.79297e-05 -5.63914e-05 1.44657e-05 -6.61387e-05 1.96191e-05 0.000243981 -2.29845e-06 -0.000172335 5.38248e-05
internal_weight=0 0.0154672 0.0142272 0.0130208 0.0118087 0.0106053 0.00956828 0.00821399 0.00378728 0.00260791 0.00442671 0.00265311
internal_count=3121 2940 2729 2533 2266 1792 1685 1347 624 464 723 598
is_linear=0
shrinkage=0.00196078


Tree=3260
num_leaves=9
num_cat=0
split_feature=4 42 43 4 4 160 16 12
split_gain=2.92353e-05 5.27105e-05 7.57797e-05 0.000108398 7.29746e-05 0.000102344 7.71405e-05 0.000106342
threshold=0.27287000000000006 0.092145000000000019 0.15359500000000004 0.071150000000000005 0.0061450000000000003 0.041220000000000007 -0.082779999999999979 0.082095000000000015
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 -1 -8
right_child=-2 -3 -4 -5 -6 -7 7 -9
leaf_value=0.02557733601490661 0.010576711192173599 -0.01617884198987591 0.02348943926333779 -0.022053417722028432 0.019367875587169316 -0.026495799293989309 0.014662420310037227 -0.019826976181009613
leaf_weight=0.0010107124284866472 0.0017426580304841935 0.0016998226325156364 0.0010340340473942141 0.0016912825286913326 0.0016418489812916074 0.0010732625264134417 0.0013754875089069109 0.0014458956250609232
leaf_count=401 352 544 160 159 175 291 225 814
internal_value=0 -0.00180427 0.000830849 -0.00201309 0.00316375 -0.00225985 0.00452796 -0.00301262
internal_weight=0 0.0109723 0.00927252 0.00823849 0.00654721 0.00490536 0.0038321 0.00282138
internal_count=3121 2769 2225 2065 1906 1731 1440 1039
is_linear=0
shrinkage=0.0887971


Tree=3261
num_leaves=11
num_cat=0
split_feature=47 43 43 16 0 2 3 42 151 2
split_gain=0.000125497 0.000105858 0.000153527 0.000116544 0.000226401 7.39246e-05 9.27108e-05 8.04241e-05 0.000121908 0.00014759
threshold=0.13148500000000005 -0.17390999999999998 -0.092909999999999979 0.22339500000000004 -0.047369999999999995 0.088225000000000012 -0.00083499999999999991 0.088060000000000013 -0.044604999999999992 0.11215000000000001
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 6 -4 8 -7 -10
right_child=-2 2 3 -5 -6 7 -8 -9 9 -11
leaf_value=0.00046730330243724844 -0.00063774406067804222 -0.00075464047491003783 -0.00056041247408538102 -0.00042999728362446132 0.0007963911131550742 -0.00058552491655752207 0.00011432952948174015 0.00058940687216570543 0.00052076153899170046 -0.00034262306402883992
leaf_weight=0.0018848613656812238 0.0011554462723251105 0.0010344182249609974 0.0017037361764056114 0.0017786159076774158 0.0015788011840651593 0.0010251553656591278 0.0014485754858098703 0.0011427544558230826 0.001991455407842767 0.0012322188775741663
leaf_count=203 65 252 1018 355 207 158 110 323 308 122
internal_value=0 3.31789e-05 -3.00772e-05 3.28992e-05 0.000114233 -1.18213e-05 -0.00025035 0.00012764 3.44395e-06 0.000190741
internal_weight=0 0.0148206 0.0129357 0.0119013 0.0101227 0.0085439 0.00315231 0.00539158 0.00424883 0.00322367
internal_count=3121 3056 2853 2601 2246 2039 1128 911 588 430
is_linear=0
shrinkage=0.00196078


Tree=3262
num_leaves=9
num_cat=0
split_feature=457 1 52 0 0 42 4 1
split_gain=2.97928e-05 6.47776e-05 0.000148775 8.35842e-05 0.000122362 6.35592e-05 5.73519e-05 5.03313e-05
threshold=0.045365000000000009 0.111945 0.11434500000000002 -0.077999999999999986 -0.10011499999999998 1.0000000180025095e-35 0.24564500000000003 0.092695000000000013
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 4 7 -5 -3 -1
right_child=-2 6 -4 5 -6 -7 -8 -9
leaf_value=0.0098663722843260002 0.010070764502917575 -0.00068652965484759007 -0.035729293050498503 0.018234581898276623 -0.033975234466210438 -0.0078387251918716656 0.023371575011602749 -0.01357409625740252
leaf_weight=0.0015775482702203038 0.0017996608119632109 0.0018192880450925712 0.0010519069785874758 0.0019947421421462916 0.0010804121099284129 0.0010341392460585554 0.001196539444353426 0.0011564107841426918
leaf_count=203 289 193 392 345 1065 275 261 98
internal_value=0 -0.00178176 -0.00584621 -0.00125275 -0.00965816 0.00933247 0.0088586 -4.84838e-05
internal_weight=0 0.010911 0.00789516 0.00684325 0.00381437 0.00302888 0.00301583 0.00273396
internal_count=3121 2832 2378 1986 1366 620 454 301
is_linear=0
shrinkage=0.085349


Tree=3263
num_leaves=13
num_cat=0
split_feature=484 15 160 133 52 16 49 48 48 0 12 3
split_gain=0.000141594 0.000115326 7.8138e-05 0.00012306 0.000177105 0.000147686 0.000112056 0.000153365 0.000144135 0.000117737 8.64845e-05 7.57774e-05
threshold=-0.0068949999999999992 -0.24436499999999997 0.099315000000000014 0.10722500000000001 0.096795000000000006 0.19444000000000003 -0.047584999999999995 0.082620000000000013 0.090545000000000014 -0.053834999999999994 0.088305000000000008 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 6 -6 7 -3 9 10 11 -8
right_child=1 2 -4 -5 5 -7 8 -9 -10 -11 -12 -13
leaf_value=-0.0006771005497035736 0.00067045574868778552 -0.00018879711870167264 -0.00052935458155926299 -0.00061571416016592637 0.0001314606949849464 0.0011443282372534884 -0.00050890438858624924 0.00079626427854181199 -0.00078732279251670062 -0.00048188547012856887 0.00044495137146488334 0.00018161329770934026
leaf_weight=0.0011435752187629834 0.0010342320468569892 0.0011370329879018025 0.0010246113072860342 0.0010339927245157183 0.0012313520999162808 0.0010053587527352192 0.0010437595209546054 0.0013051719704228193 0.0011421328446067358 0.0016159086328544911 0.0019557402861720453 0.0014737218370481958
leaf_count=503 232 136 110 340 353 22 466 163 143 202 380 71
internal_value=0 3.86643e-05 -8.11278e-06 3.31467e-05 8.94782e-05 0.000586725 -2.54959e-05 0.000337643 -0.000148138 -2.8247e-05 0.000135626 -0.000104679
internal_weight=0 0.015003 0.0139688 0.0129442 0.0119102 0.00223671 0.00967347 0.0024422 0.00723126 0.00608913 0.00447322 0.00251748
internal_count=3121 2618 2386 2276 1936 375 1561 299 1262 1119 917 537
is_linear=0
shrinkage=0.00196078


Tree=3264
num_leaves=12
num_cat=0
split_feature=48 50 4 13 49 13 15 42 16 3 16
split_gain=0.000139938 0.00013471 0.000254584 0.000100176 0.000131947 0.000156129 0.000145135 0.000124762 9.96299e-05 0.000110555 8.4122e-05
threshold=0.12879500000000002 0.088425000000000017 0.40473500000000007 -0.017449999999999997 -0.069799999999999987 1.0000000180025095e-35 -0.095869999999999983 -0.106335 -0.29154999999999992 -0.077774999999999983 0.22339500000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 8 -5 6 -6 -7 -1 -10 -11
right_child=-2 -3 -4 4 5 7 -8 -9 9 10 -12
leaf_value=-0.00068911161876147008 -0.00069970038070082475 -0.00054482128670410178 0.00093581380343638314 -0.00035918342345625797 6.0107602709997727e-05 0.00052598403631619849 0.0009418884097859608 -0.00031722903690183888 -0.00049894406568973737 0.00059636089148275696 -0.00016130310794454188
leaf_weight=0.0012348065799761133 0.0010539089442168767 0.0013777594733334784 0.0012664660443245076 0.0015401758211900929 0.001174409891133723 0.0010196240756206176 0.0018451685677466176 0.0019938583969766927 0.0012953905219493787 0.001133871279760678 0.0011198119145855315
leaf_count=124 90 525 261 129 87 87 371 343 718 303 83
internal_value=0 3.94624e-05 9.85513e-05 1.27412e-05 0.000153055 0.000283824 0.000598936 -3.19245e-05 -0.000209386 -4.24787e-05 0.000219892
internal_weight=0 0.0150013 0.0136236 0.0123571 0.00757324 0.00603306 0.00301958 0.00301348 0.00478388 0.00354907 0.00225368
internal_count=3121 3031 2506 2245 1017 888 458 430 1228 1104 386
is_linear=0
shrinkage=0.00196078


Tree=3265
num_leaves=13
num_cat=0
split_feature=47 47 47 50 4 151 3 3 43 3 16 4
split_gain=0.000106954 0.000101633 0.000107169 0.000141119 0.000126574 0.000131057 0.000100533 0.00019701 7.58574e-05 0.000140328 0.000125955 1.23495e-05
threshold=0.13148500000000005 0.09550500000000002 0.077555000000000013 0.088425000000000017 0.36766000000000004 -0.086029999999999981 0.10732000000000001 0.088060000000000013 -0.084004999999999982 -0.08824499999999999 -0.083134999999999987 0.098655000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 -1 7 8 9 -7 -10 -3
right_child=-2 11 -4 -5 -6 6 -8 -9 10 -11 -12 -13
leaf_value=0.0006910174221234261 -0.00056339506129117868 0.00060136515567449779 -0.00059730461792724529 -0.00065648706963082387 0.00068254459414536668 -0.000149675455719596 0.00033414844259818633 -0.00096806067559482918 6.9564428566694923e-05 0.00078274638089817624 -0.00073252889291976165 0.00029732536973136318
leaf_weight=0.0010119536762395491 0.0012109781081653939 0.0010162343460165396 0.0011342975409019693 0.0010431283281887105 0.0012615619015571749 0.0015594701100308168 0.0019858949431998951 0.0010065351663355315 0.0020194064089261452 0.0010306977442099702 0.001199979621411548 0.0010385144385350606
leaf_count=175 65 189 143 453 265 210 93 67 425 191 785 60
internal_value=0 4.19364e-05 -2.09731e-05 3.29712e-05 9.79067e-05 2.27527e-05 -5.40769e-05 -0.000167188 -2.84325e-05 0.00022136 -0.000229404 0.000447697
internal_weight=0 0.0153077 0.0132529 0.0121186 0.0110755 0.00981394 0.00880198 0.00681609 0.00580955 0.00259017 0.00321939 0.00205475
internal_count=3121 3056 2807 2664 2211 1946 1771 1678 1611 401 1210 249
is_linear=0
shrinkage=0.00196078


Tree=3266
num_leaves=10
num_cat=0
split_feature=11 48 0 1 42 403 4 16 4
split_gain=3.2729e-05 4.67459e-05 0.00016946 4.7375e-05 7.6373e-05 9.3772e-05 7.58938e-05 7.35541e-05 6.8795e-05
threshold=0.081365000000000007 0.016865000000000002 -0.20211999999999997 0.12500000000000003 0.086325000000000013 0.03138500000000001 -0.14098499999999997 -0.091114999999999988 0.053180000000000012
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 3 -3 4 5 6 -1 -6 -8
right_child=-2 2 -4 -5 7 -7 8 -9 -10
leaf_value=0.01342332654862213 -0.015219231375136045 -0.011076150317247986 0.028336280554890275 0.014767024451407238 -0.0023735518971534069 0.024830395629962108 -0.027917837678050225 -0.034351857475190165 -0.0011306159002181532
leaf_weight=0.0012370203261059982 0.0010017024020730495 0.0015514449233839933 0.001770140364243983 0.0010819646667649067 0.0010861004033559569 0.0010077636504583296 0.0012389338308628726 0.0010944179902420846 0.0017571126905086597
leaf_count=114 178 82 497 188 199 179 794 693 197
internal_value=0 0.00116978 0.00992754 -0.0022512 -0.0047323 0.000964184 -0.00471763 -0.0184237 -0.0122077
internal_weight=0 0.0118249 0.00332159 0.00850331 0.00742135 0.00524083 0.00423307 0.00218052 0.00299605
internal_count=3121 2943 579 2364 2176 1284 1105 892 991
is_linear=0
shrinkage=0.087056


Tree=3267
num_leaves=13
num_cat=0
split_feature=12 484 41 12 42 43 0 3 160 1 47 42
split_gain=0.000110794 0.000111623 8.23108e-05 0.000105171 7.81708e-05 0.000166418 0.000106878 0.000110672 0.000102885 0.000112377 6.91955e-05 3.61658e-05
threshold=0.11650500000000001 -0.0068949999999999992 0.078065000000000009 0.10016000000000001 -1.0000000180025095e-35 -0.08287499999999999 -0.10096999999999999 -0.077644999999999978 0.086870000000000017 0.092695000000000013 0.090100000000000013 -0.106335
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 11 -6 8 -8 9 -7 -11 -3
right_child=-2 2 -4 -5 5 6 7 -9 -10 10 -12 -13
leaf_value=-0.00058216505561927497 -0.00063484432778978465 -2.8873759430912815e-05 -0.00046217710295488553 0.00064503642298834789 0.00068422995079546131 0.00074545846689392104 8.1938428398623068e-05 -0.00069002609845869698 -0.00035534664006741404 0.00041518285688175993 -0.00028850967966413704 -0.00055281776141484018
leaf_weight=0.0010777079916811433 0.0010467263072290725 0.00100474239020094 0.001021129839744144 0.0012990187164824878 0.001712103151452057 0.001543493544659034 0.001474477236205514 0.0013843844768335616 0.0010440189905923658 0.0010411974652671241 0.0011099774284190067 0.0010214338297039635
leaf_count=477 147 116 134 246 304 89 524 373 54 129 47 481
internal_value=0 2.5356e-05 7.33006e-05 0.000116577 5.60188e-05 0.000131981 7.532e-06 -0.00029188 0.000188168 0.000341751 5.20869e-05 -0.000293004
internal_weight=0 0.0147337 0.013656 0.0126348 0.0113358 0.00930965 0.00759755 0.00285886 0.00473869 0.00369467 0.00215117 0.00202618
internal_count=3121 2974 2497 2363 2117 1520 1216 897 319 265 176 597
is_linear=0
shrinkage=0.00196078


Tree=3268
num_leaves=13
num_cat=0
split_feature=47 123 50 4 1 16 15 48 13 42 52 2
split_gain=0.000133177 0.000172861 0.000155916 0.000164446 0.000230631 9.5654e-05 0.00025295 0.000148072 0.000103135 0.000114527 0.000112554 0.000171664
threshold=0.13148500000000005 1.0000000180025095e-35 0.088425000000000017 0.24564500000000003 0.111945 -0.094359999999999986 0.090750000000000011 0.091545000000000015 -0.033284999999999988 0.084050000000000014 0.08976000000000002 0.084245000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 5 -5 6 -1 8 9 -7 11 -10
right_child=-2 -3 -4 4 -6 7 -8 -9 10 -11 -12 -13
leaf_value=-0.00082499915992131825 -0.00063956603234049979 0.00082803564617172384 -0.00066810483007520842 -2.0635059974181195e-05 0.0011564611436131406 -3.198435756222968e-05 0.00041361542606948697 0.00059406711952428044 0.00030130713361692856 -0.00090134489222002735 0.00060108227505037762 -0.00068813027634433187
leaf_weight=0.0017296374114050836 0.0011745489664920497 0.0010137067892096131 0.001261749648730646 0.0014593703387061206 0.0011397729823593946 0.0013717829310556594 0.001000623865525796 0.0015689098807598056 0.0016351642807329889 0.0010126897333203508 0.0012531431696899339 0.0011470915353076507
leaf_count=215 65 255 510 121 162 144 56 178 156 676 127 456
internal_value=0 4.51003e-05 -9.33531e-06 5.30758e-05 0.000495544 -5.42134e-05 -0.000371055 5.40708e-05 -7.78953e-05 -0.000401203 0.000113144 -0.000106626
internal_weight=0 0.0155936 0.0145799 0.0133182 0.00259914 0.010719 0.00273026 0.00798878 0.00641987 0.00238447 0.0040354 0.00278226
internal_count=3121 3056 2801 2291 283 2008 271 1737 1559 820 739 612
is_linear=0
shrinkage=0.00196078


Tree=3269
num_leaves=12
num_cat=0
split_feature=123 484 4 0 49 4 2 3 0 1 47
split_gain=9.68898e-05 0.000153726 0.000110642 0.000114257 8.01023e-05 0.000156937 0.000111056 0.000130994 0.000112769 5.48513e-05 0.000115474
threshold=1.0000000180025095e-35 -0.0068949999999999992 -0.49405499999999997 0.010870000000000003 1.0000000180025095e-35 0.27044500000000005 0.092875000000000013 -0.078934999999999991 -0.084044999999999995 0.089175000000000018 0.09550500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 6 7 8 -4 -9 -11
right_child=-2 2 3 -5 -6 -7 -8 9 -10 10 -12
leaf_value=-0.00079794868345970814 0.00054531929446009016 -0.00056626571937949417 -0.00075927028363183507 0.00059997824786340811 -0.00040664589720347169 0.0007127405403483352 -0.00046204000177525745 0.00061136628644287692 6.7886393429265505e-05 -0.00028097561328268081 0.0005493637663562213
leaf_weight=0.0010071834889849437 0.0010979857389680188 0.001230413598547757 0.0010466164679311337 0.0013013525745440334 0.0016945401181201825 0.0012208552759128905 0.0018635599537234707 0.0014293000789774536 0.0016061376607064627 0.0012934609107917855 0.0012822645074788697
leaf_count=489 265 119 434 124 471 150 327 90 455 142 55
internal_value=0 -5.81214e-05 -4.77697e-06 4.94591e-05 -1.31829e-05 5.52554e-05 -3.89428e-05 7.94852e-05 -0.00025846 0.000303325 0.000132389
internal_weight=0 0.0149757 0.0139685 0.0127381 0.0114367 0.00974219 0.00852134 0.00665778 0.00265275 0.00400503 0.00257573
internal_count=3121 2856 2367 2248 2124 1653 1503 1176 889 287 197
is_linear=0
shrinkage=0.00196078


Tree=3270
num_leaves=11
num_cat=0
split_feature=48 50 4 48 150 13 12 16 2 4
split_gain=3.63574e-05 7.59059e-05 0.000111852 7.83095e-05 0.000110152 8.40113e-05 8.78695e-05 7.26897e-05 0.000100535 9.11612e-05
threshold=0.11951500000000001 0.088425000000000017 0.36766000000000004 0.092475000000000016 0.086615000000000011 -0.016469999999999995 0.09141500000000001 0.16703000000000004 0.091895000000000018 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 -1 8 9 -7
right_child=-2 -3 -4 -5 -6 7 -8 -9 -10 -11
leaf_value=-0.026652356735277122 -0.016018717852838645 -0.020878434873000902 0.029145325467165552 0.023043962380493895 -0.02941628686149917 0.020954111596788179 0.0030595618020517299 -0.010222708016251485 0.038206508628110807 -0.012782519115620642
leaf_weight=0.0013415909745681884 0.0010059401737663809 0.0010724694168663665 0.0011440341684554453 0.0010313046320737243 0.0010059908962634532 0.0013227176936828891 0.0017233749041677638 0.0011572784490542828 0.001002686984641718 0.0011218711314965558
leaf_count=600 114 521 277 191 202 384 365 206 182 79
internal_value=0 0.00121573 0.00339945 0.000365076 -0.00233089 0.00122184 -0.00994588 0.00865549 0.0149931 0.00547169
internal_weight=0 0.0119233 0.0108508 0.00970682 0.00867551 0.00766952 0.00306497 0.00460455 0.00344728 0.00244459
internal_count=3121 3007 2486 2209 2018 1816 965 851 645 463
is_linear=0
shrinkage=0.087056


Tree=3271
num_leaves=11
num_cat=0
split_feature=14 131 49 47 4 16 4 0 4 13
split_gain=3.1477e-05 5.069e-05 6.84999e-05 7.03521e-05 0.000151095 7.1732e-05 6.8458e-05 0.000114281 9.03583e-05 6.33092e-05
threshold=-1.0000000180025095e-35 0.088610000000000008 0.0093850000000000027 0.096300000000000011 0.16173500000000005 -0.094359999999999986 0.0061450000000000003 -0.084269999999999984 -0.49405499999999997 -0.074044999999999986
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 -2 7 -7 -9 -10
right_child=1 -3 -4 -5 -6 6 -8 8 9 -11
leaf_value=-0.014635582538894453 -0.019995351755348063 -0.017248122466064518 0.024145504982777035 -0.019132831678790187 0.033452527468194534 -0.028367371599383712 0.021502067689539921 -0.01605045458634817 0.031969800998976942 0.00169840654170939
leaf_weight=0.001118227939565032 0.0013629024784689737 0.0010992000619928248 0.0011414676372705585 0.0012750837131109494 0.0011986351259673607 0.001045946407812773 0.001287993948718702 0.0010468977435669821 0.0010817401403008832 0.001190511642085966
leaf_count=161 181 418 545 128 216 499 61 134 263 515
internal_value=0 0.00126828 0.00318277 0.000661273 0.00373374 -0.00134352 0.00315325 -0.00226088 0.00596593 0.0161096
internal_weight=0 0.0117304 0.0106312 0.00948971 0.00821463 0.00701599 0.00565309 0.0043651 0.00331915 0.00227225
internal_count=3121 2960 2542 1997 1869 1653 1472 1411 912 778
is_linear=0
shrinkage=0.0905731


Tree=3272
num_leaves=14
num_cat=0
split_feature=484 15 15 15 133 13 43 4 16 4 4 0 16
split_gain=9.89437e-05 0.000102552 9.51972e-05 0.000102296 7.73592e-05 0.000140316 0.000178093 0.000192869 0.000182969 0.000139805 0.000122204 6.85821e-05 6.74696e-06
threshold=-0.0068949999999999992 -0.24436499999999997 -0.11713499999999999 -0.10091499999999999 0.10722500000000001 -0.095304999999999987 -0.084004999999999982 -0.033174999999999989 -0.014034999999999997 -0.14098499999999997 0.033845000000000007 -0.084269999999999984 0.062650000000000025
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 -4 5 11 9 -8 10 -7 -9 -5 -11
right_child=1 2 3 4 -6 6 7 8 -10 12 -12 -13 -14
leaf_value=-0.00057046927586034682 0.00062195049061391258 -0.00052845427640215597 0.00055275639480517852 0.00011365112753772325 -0.00052680842056699716 0.00085472107110776325 -0.00080999304782130676 9.307673851169509e-05 0.00062969047993682522 9.5603883911629572e-05 -0.00083100816556132761 0.00081301019978184588 -0.00012720878124760398
leaf_weight=0.0010897389646914489 0.001006944266466899 0.0012101500900229484 0.0012723652341141084 0.0010056517837453236 0.0010213972482437947 0.0010325660744573799 0.0018157137018699849 0.0011026483184816624 0.0010549490847382012 0.0010059457869109169 0.0010162227278198337 0.0010689483166432838 0.0010029092560388531
leaf_count=503 232 187 74 129 320 58 766 121 211 284 98 56 82
internal_value=0 2.9981e-05 -1.3818e-05 3.64096e-05 -2.26346e-05 2.83237e-05 -8.68058e-05 -0.000310306 -2.44397e-05 0.000279853 -0.00035012 0.000473999 -1.5634e-05
internal_weight=0 0.0146164 0.0136095 0.0123993 0.011127 0.0101056 0.00803095 0.00498953 0.00317382 0.00304142 0.00211887 0.0020746 0.00200886
internal_count=3121 2618 2386 2199 2125 1805 1620 1196 430 424 219 185 366
is_linear=0
shrinkage=0.00192234


Tree=3273
num_leaves=12
num_cat=0
split_feature=403 42 131 14 15 16 16 15 4 43 51
split_gain=9.09513e-05 0.000144432 0.000147107 8.20798e-05 0.00010012 9.58922e-05 0.000121463 0.00013074 0.000245925 0.000109022 6.51651e-05
threshold=0.096440000000000012 0.09832500000000001 0.088610000000000008 -0.074569999999999984 -0.10653 -0.08595499999999999 -0.056919999999999991 -0.016799999999999995 -0.059649999999999988 -0.064334999999999989 0.081440000000000026
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -5 10 -7 -8 9 -9 -6
right_child=-2 -3 -4 4 5 6 7 8 -10 -11 -12
leaf_value=-0.00050068593885490978 -0.00056200114943225348 0.00059844871955376966 -0.00076094370310322238 0.00052771575943375362 -0.00050063957067179475 0.00067700435458813027 -0.00051292193008121935 0.00029070871567163787 0.00088625197820550717 -0.00052892661383179853 9.6632882645917691e-05
leaf_weight=0.0010590767225717541 0.0010792845731047466 0.0015277255351129814 0.0010011125312082364 0.0015803524955952481 0.0019922104412976884 0.0012588532560501636 0.0014047958593413272 0.0011157305333235655 0.0012826472123859687 0.0014154706632412768 0.0010846993859667769
leaf_count=109 233 371 376 255 367 300 379 121 208 265 137
internal_value=0 2.7695e-05 -3.83874e-05 2.09343e-05 7.0548e-05 -5.07013e-06 0.000130316 -1.55778e-06 0.000186798 -0.000167639 -0.000290084
internal_weight=0 0.0147227 0.0131949 0.0121938 0.0111348 0.00955441 0.0064775 0.00521864 0.00381385 0.0025312 0.00307691
internal_count=3121 2888 2517 2141 2032 1777 1273 973 594 386 504
is_linear=0
shrinkage=0.00196078


Tree=3274
num_leaves=13
num_cat=0
split_feature=484 457 42 403 43 4 16 133 16 0 13 4
split_gain=0.000114286 0.000106617 0.000114169 0.000113317 0.000188921 0.000133683 0.000113801 0.000209542 0.000129484 0.000100895 7.90291e-05 2.26151e-05
threshold=-0.0068949999999999992 -0.0029299999999999994 -0.11051499999999999 0.096440000000000012 -0.17390999999999998 0.24564500000000003 0.15891500000000003 0.083950000000000011 -0.094359999999999986 -0.11991499999999998 -0.074044999999999986 0.41555500000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 -4 6 7 8 -6 -10 -8 -7
right_child=1 2 3 -5 5 11 10 -9 9 -11 -12 -13
leaf_value=-0.00060650735828367112 -0.00057068234116989256 -0.00053074859242989306 0.00083576478356788702 -0.00048807821550093516 -0.00055112035688515489 0.00073481476647559109 -4.0463778898120578e-05 0.0007439750117162544 0.00057708174384222047 -0.00013303801207799657 -0.00079057348494176202 0.00032997805712615719
leaf_weight=0.0011142385807548236 0.0010105960566387994 0.0010571051252143493 0.0014269006751779804 0.0010187953557483894 0.0015095209844607502 0.0010059588011184979 0.0010559105565679742 0.0014712214716684257 0.0011836779468581333 0.0019697927431559614 0.0010208229512200222 0.0010340920276707103
leaf_count=503 156 158 111 205 159 119 75 457 86 654 243 195
internal_value=0 3.19566e-05 7.62371e-05 0.000126774 0.000180414 8.91918e-05 -2.0231e-05 0.000111448 -8.81207e-05 0.000133511 -0.000409182 0.000529605
internal_weight=0 0.0147644 0.0137538 0.0126967 0.0116779 0.010251 0.00821095 0.00613421 0.00466299 0.00315347 0.00207673 0.00204005
internal_count=3121 2618 2462 2304 2099 1988 1674 1356 899 740 318 314
is_linear=0
shrinkage=0.00192234


Tree=3275
num_leaves=13
num_cat=0
split_feature=47 484 4 1 12 43 52 160 13 42 16 4
split_gain=0.000123937 0.000109925 0.000132051 0.000228078 0.000100815 0.000135342 0.000122484 0.000110661 0.000151097 0.000221015 7.08308e-05 9.27954e-05
threshold=0.13148500000000005 -0.0068949999999999992 0.24564500000000003 0.111945 0.10388500000000002 -0.17390999999999998 0.091275000000000009 0.086075000000000013 -0.063184999999999977 0.086325000000000013 -0.083134999999999987 0.024790000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 4 -4 5 -3 7 8 9 -7 -10 -12
right_child=-2 2 3 -5 -6 6 -8 -9 10 -11 11 -13
leaf_value=-0.00055907794571879836 -0.00061842977294310978 0.00061173039404617015 -4.4233421403402755e-05 0.0011069395704850693 -0.00057571922208598213 0.00036501814063409773 -0.00050604029185167881 -0.00041743394126322636 0.00083585087436228295 -0.0008829803170013914 -7.0418751062831017e-05 0.00070729288171927235
leaf_weight=0.0010951840697052085 0.0011871112650896345 0.0014388524909441083 0.0014571609643725387 0.0012121364222500322 0.0010805611715453212 0.0011834471823548801 0.0017224034533401301 0.0014072856208466687 0.001180982892412784 0.0010121984942902482 0.001428929778735241 0.0010045274381290867
leaf_count=493 65 86 130 251 228 220 428 171 198 363 452 36
internal_value=0 3.93647e-05 8.57535e-05 0.000478518 -5.73677e-06 5.36064e-05 -3.62234e-05 7.5897e-05 0.000195389 -0.000210312 0.000441838 0.000250619
internal_weight=0 0.0152237 0.0141285 0.0026693 0.0114592 0.0103786 0.00893977 0.00721737 0.00581009 0.00219565 0.00361444 0.00243346
internal_count=3121 3056 2563 381 2182 1954 1868 1440 1269 583 686 488
is_linear=0
shrinkage=0.00196078


Tree=3276
num_leaves=13
num_cat=0
split_feature=403 42 131 14 15 16 457 4 16 16 4 52
split_gain=9.3045e-05 0.000131106 0.000183978 0.000108651 8.69203e-05 7.85446e-05 0.000166771 0.000132812 0.000125011 0.000191632 8.16232e-05 0.000105281
threshold=0.096440000000000012 0.09832500000000001 0.088845000000000021 -0.22253999999999999 -0.10653 -0.084119999999999986 0.032140000000000009 -0.0029599999999999995 -0.056919999999999991 -0.0048099999999999992 -0.49405499999999997 -0.088204999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -5 6 7 -6 -7 -10 -11 -12
right_child=-2 -3 -4 4 5 8 -8 -9 9 10 11 -13
leaf_value=-0.00058818794752060559 -0.00056623868599898575 0.00056330975403455442 -0.00084346610233089069 0.00049663003774554234 -1.3064576056648088e-05 0.00070676107912294363 0.00041672351930198019 -0.00097284511351794132 -0.00076697482981228032 -0.00026924290478534283 -1.4615833139137547e-05 0.00068448947642480416
leaf_weight=0.0010153351205372573 0.0011016041485479673 0.0015550154685110276 0.0010086586046223677 0.0016559524835331905 0.0010133619692781451 0.0011990725053155193 0.001025886486093878 0.0012236473039783269 0.0010025986140663867 0.0011462787818992152 0.0016429415201051228 0.0016700065669822289
leaf_count=94 233 371 373 260 289 273 71 176 358 142 290 191
internal_value=0 2.39583e-05 -3.76939e-05 2.68352e-05 8.07617e-05 1.1367e-05 -0.000237871 -0.000538066 0.000133458 7.59703e-06 0.000181749 0.000337792
internal_weight=0 0.0151588 0.0136037 0.0125951 0.0115797 0.00992379 0.0032629 0.00223701 0.0066609 0.00546183 0.00445923 0.00331295
internal_count=3121 2888 2517 2144 2050 1790 536 465 1254 981 623 481
is_linear=0
shrinkage=0.00196078


Tree=3277
num_leaves=10
num_cat=0
split_feature=16 0 0 1 49 47 48 16 2
split_gain=3.24697e-05 8.44184e-05 5.55494e-05 6.13916e-05 8.90745e-05 7.8568e-05 0.000110551 0.000102766 6.02316e-05
threshold=0.38525000000000004 0.12500000000000003 -0.062294999999999996 0.085110000000000005 -0.080089999999999981 0.09585500000000001 0.086260000000000017 -0.078844999999999985 0.090050000000000005
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 8 -5 6 7 -6 -1
right_child=-2 -3 -4 4 5 -7 -8 -9 -10
leaf_value=-0.00054004176639071543 0.011617524696364987 -0.02741542573797643 0.015769944174620687 0.027131222348585868 0.035808318420788042 -0.022562073265649716 -0.020326332732759158 -0.00070842196244497375 -0.029721251912818603
leaf_weight=0.0012215720590314928 0.0017364860442539006 0.0010116823780128856 0.0017075845549542378 0.0010354897667842339 0.0011022955820590569 0.0012646101046630198 0.001130876642716383 0.0016309967062085916 0.0011935261400863935
leaf_count=904 311 75 331 118 275 145 92 309 561
internal_value=0 -0.00195145 0.000552831 -0.00247589 0.00241573 -0.00257427 0.00396705 0.0140182 -0.0149612
internal_weight=0 0.0112986 0.010287 0.00857937 0.00616427 0.00512878 0.00386417 0.00273329 0.0024151
internal_count=3121 2810 2735 2404 939 821 676 584 1465
is_linear=0
shrinkage=0.0923845


Tree=3278
num_leaves=13
num_cat=0
split_feature=12 48 2 12 159 12 0 48 43 0 4 4
split_gain=0.000124927 0.000152534 0.000212702 0.000197436 0.000160104 0.000176289 0.000175823 0.000254255 0.000161418 0.00012285 0.000147492 9.85448e-05
threshold=0.11650500000000001 0.12879500000000002 0.113445 0.10016000000000001 0.089030000000000012 0.092355000000000007 -0.10224499999999999 0.083985000000000018 -0.092909999999999979 -0.036484999999999997 0.010840000000000001 0.36766000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 7 -1 -8 10 -10 -4
right_child=-2 -3 11 -5 -6 -7 8 -9 9 -11 -12 -13
leaf_value=-0.0008281106124677464 -0.00063683626480796961 -0.0007052355041002828 0.00026656649241854087 0.00063926109450721685 -0.00085372753441849327 -0.00076936590760431206 -0.000219744354502362 0.00023594924626562551 -7.9157628244116236e-05 0.0010855380674573839 0.00082963822206424335 0.0010868467338382805
leaf_weight=0.0017054162106409972 0.0011391603892026972 0.0010027253684943968 0.0012464755711794626 0.0015610021497877947 0.0010002396961387083 0.0011095038275845551 0.0017572892879413292 0.0017486010742876479 0.0016944923225082299 0.0010080298115753136 0.0011542852594212706 0.0010270203945541047
leaf_count=199 147 79 209 208 248 399 170 119 982 122 70 169
internal_value=0 3.51907e-05 8.46462e-05 -1.39528e-05 -0.000105175 -3.16085e-05 5.86578e-05 -0.000289429 0.000272815 0.000497241 0.000289074 0.000637117
internal_weight=0 0.0160151 0.0150124 0.0127389 0.0111779 0.0101776 0.00906811 0.00345402 0.0056141 0.00385681 0.00284878 0.0022735
internal_count=3121 2974 2895 2517 2309 2061 1662 318 1344 1174 1052 378
is_linear=0
shrinkage=0.00196078


Tree=3279
num_leaves=10
num_cat=0
split_feature=14 15 15 457 1 133 4 0 2
split_gain=3.33762e-05 4.57104e-05 4.46297e-05 8.63584e-05 7.39029e-05 7.51308e-05 0.000116505 0.00012264 9.98404e-05
threshold=-0.074569999999999984 -0.10653 -0.095869999999999983 0.088350000000000026 0.12873500000000002 -0.083244999999999986 -0.080924999999999983 -0.10096999999999999 0.095195000000000016
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 5 -4 8 -8 -7
right_child=1 2 3 -5 -6 6 7 -9 -10
leaf_value=-0.015903781092360725 0.015247228249366123 -0.019203621030030125 0.015676463123102048 0.024204085395502596 0.019151219617383069 0.019096814150601615 -0.0057184799734603785 -0.043519241577177264 -0.013245833932691763
leaf_weight=0.0010150496366387292 0.0016408287727736398 0.0010006647370971863 0.0011288137251412771 0.0011468408319699865 0.0011335644899130928 0.0015005027489464638 0.0015300554263025399 0.0013043037726611787 0.0016374104113441312
leaf_count=149 388 103 348 137 74 516 169 1065 172
internal_value=0 0.00119928 -0.0010209 0.000918536 -0.00232445 -0.00575266 -0.00980296 -0.0231135 0.00221993
internal_weight=0 0.012023 0.0103822 0.00938149 0.00823465 0.00710109 0.00597227 0.00283436 0.00313791
internal_count=3121 2972 2584 2481 2344 2270 1922 1234 688
is_linear=0
shrinkage=0.0905731


Tree=3280
num_leaves=11
num_cat=0
split_feature=48 50 4 48 150 13 12 52 0 12
split_gain=3.0522e-05 6.53825e-05 9.05726e-05 6.07422e-05 0.000101898 7.03075e-05 8.95657e-05 8.78891e-05 0.000125336 7.88349e-05
threshold=0.11951500000000001 0.088425000000000017 0.36766000000000004 0.092475000000000016 0.086615000000000011 -0.016469999999999995 0.092200000000000018 0.08976000000000002 -0.10011499999999998 0.092200000000000018
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 9 7 8 -7 -1
right_child=-2 -3 -4 -5 -6 6 -8 -9 -10 -11
leaf_value=-0.021778962303648394 -0.014570208994792741 -0.019298926851597988 0.026472521144583084 0.020601766630655542 -0.028043059823497505 0.022620932771142556 -0.014733146957393266 0.03637636021424636 -0.01582723722741914 0.006146223679430839
leaf_weight=0.001638876445449768 0.001020429572724608 0.0010814150528479635 0.0011303840143328222 0.001014449760869617 0.0010007139347957108 0.001504056520248265 0.0010072915375409072 0.0010134332990492378 0.0011218565643077453 0.001438800397689311
leaf_count=627 114 521 277 191 202 114 282 70 385 338
internal_value=0 0.00111555 0.00314653 0.000439269 -0.001905 0.00148128 0.00824074 0.0145994 0.0061949 -0.00872406
internal_weight=0 0.0119513 0.0108699 0.00973948 0.00872503 0.00772431 0.00464664 0.00363935 0.00262591 0.00307768
internal_count=3121 3007 2486 2209 2018 1816 851 569 499 965
is_linear=0
shrinkage=0.087056


Tree=3281
num_leaves=10
num_cat=0
split_feature=39 3 457 151 52 12 52 0 2
split_gain=3.13545e-05 7.00501e-05 9.38489e-05 6.88843e-05 0.000116412 7.03472e-05 9.34236e-05 0.000191477 6.56491e-05
threshold=0.0046100000000000004 0.149315 0.080930000000000016 -0.0077149999999999988 0.11125500000000001 0.097825000000000009 0.077655000000000016 -0.10011499999999998 0.09142500000000002
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 6 7 8 -5
right_child=-2 -3 -4 4 -6 -7 -8 -9 -10
leaf_value=-0.031800958294988892 0.012409673986886756 0.022398565473041122 0.017828830080899687 -0.011613073047632982 -0.034405895466731645 0.018867494339373563 0.016968663334289195 -0.039379050407195852 0.022780568210288621
leaf_weight=0.0010621401257738675 0.0016712498214034475 0.0010287375209338057 0.0015431244452482626 0.0010639398040714378 0.0011148262020055297 0.0014558955691573961 0.0013039077651137709 0.0015820091873795412 0.0010697705014496572
leaf_count=252 358 145 178 78 404 340 433 842 91
internal_value=0 -0.00198393 -0.00444412 -0.00841638 -0.00514411 -0.000106397 -0.0056096 -0.0135327 0.00563074
internal_weight=0 0.0112244 0.0101956 0.00865249 0.00759035 0.00647552 0.00501963 0.00371572 0.00213371
internal_count=3121 2763 2618 2440 2188 1784 1444 1011 169
is_linear=0
shrinkage=0.0980392


Tree=3282
num_leaves=10
num_cat=0
split_feature=14 47 4 12 52 0 49 0 3
split_gain=3.25892e-05 4.00133e-05 0.000127067 6.71799e-05 5.40433e-05 0.000106891 7.80705e-05 6.80489e-05 6.5625e-05
threshold=-0.074569999999999984 0.12431000000000002 0.24564500000000003 0.095330000000000012 0.077655000000000016 -0.10011499999999998 -0.0020949999999999996 -0.062294999999999996 -0.084074999999999997
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 6 -2 -7 -6
right_child=1 -3 -4 -5 8 7 -8 -9 -10
leaf_value=-0.016683453601978267 -0.0062660591524730785 -0.016054897310151341 0.028306170591820414 -0.018732699741294156 -0.0033063096512506718 -0.037359689497658596 0.025126173944333887 -0.0033124886188315265 0.029026327512731126
leaf_weight=0.0010097609073073501 0.0014954241848271349 0.0011109682229287219 0.0015766079491368453 0.0016600759495149818 0.0010408922500908246 0.0010058195553269032 0.0014334220344585954 0.0011768768511152658 0.001309606288253851
leaf_count=149 122 82 304 582 318 830 131 211 392
internal_value=0 0.00130703 0.00310991 -0.00124485 0.00264566 -0.00290118 0.00909778 -0.019002 0.0147082
internal_weight=0 0.0118097 0.0106987 0.00912212 0.00746204 0.00511154 0.00292885 0.0021827 0.0023505
internal_count=3121 2972 2890 2586 2004 1294 253 1041 710
is_linear=0
shrinkage=0.0961169


Tree=3283
num_leaves=13
num_cat=0
split_feature=41 123 3 156 12 15 0 2 4 0 4 1
split_gain=0.000139439 0.000111234 9.80124e-05 0.000116624 9.64893e-05 0.000107401 0.000188147 0.00017152 0.000129858 0.000139254 6.12332e-05 5.69301e-05
threshold=0.078065000000000009 1.0000000180025095e-35 -0.10519499999999998 0.078780000000000003 0.10673000000000001 -0.037864999999999989 -0.10011499999999998 0.088555000000000009 0.033845000000000007 -0.10224499999999999 -0.040589999999999994 0.090475000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 10 4 5 8 -7 -8 11 -10 -1 -4
right_child=-2 -3 3 -5 -6 6 7 -9 9 -11 -12 -13
leaf_value=8.1753972436933212e-05 -0.00069713527590457565 0.00061746291507154463 -0.00013494885183138171 -0.0007158877586509524 -0.00061176143312706823 0.00089169293626522575 0.00040412131931499362 -0.00047597975973846449 -0.00083276348307657596 7.839906348215125e-05 0.00067915889307036865 0.00052245696495565816
leaf_weight=0.00169986258918986 0.0010836349405956283 0.0011489025726927086 0.0010136675619783885 0.001062030762258105 0.0010029171321937281 0.0012444418203529962 0.0018617802982952092 0.0015686714584322642 0.0015953348175050258 0.00108240969364304 0.0010779469431402089 0.0010121238669246468
leaf_count=186 154 255 296 342 201 74 740 325 144 182 113 109
internal_value=0 3.06011e-05 -1.68103e-05 -9.70107e-05 -3.36985e-05 2.81188e-05 0.000238591 1.67011e-06 -0.000181072 -0.000464449 0.000313581 0.000193504
internal_weight=0 0.0153701 0.0142212 0.0114434 0.0103813 0.00937843 0.00467489 0.00343045 0.00470354 0.00267774 0.00277781 0.00202579
internal_count=3121 2967 2712 2413 2071 1870 1139 1065 731 326 299 405
is_linear=0
shrinkage=0.00196078


Tree=3284
num_leaves=15
num_cat=0
split_feature=41 3 457 156 13 12 42 4 4 2 0 12 0 12
split_gain=0.000158193 0.000128748 0.00013594 0.000111771 0.000106328 0.000104976 0.00010929 0.000112205 0.000131869 0.000126862 0.000123802 0.000110849 0.000107488 7.43182e-05
threshold=0.078475000000000017 -0.12018999999999998 -0.0029299999999999994 0.080810000000000007 0.10002500000000002 0.10711000000000002 -1.0000000180025095e-35 -0.0016099999999999997 0.076415000000000025 0.089775000000000008 -0.12333499999999999 0.051320000000000005 -0.083914999999999976 0.091475000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 -3 5 -1 6 11 12 9 -9 -10 -4 -8 -14
right_child=-2 2 3 -5 -6 -7 7 8 10 -11 -12 -13 13 -15
leaf_value=0.00088460907124758592 -0.00076280721464650251 -0.00067534603463177191 0.00018271823106175969 -0.00054605431645934422 5.5112188982606125e-05 -0.00047452014776167234 0.00098044147972879496 -0.00073404926986954389 -3.9570102250677545e-05 0.00017278464369988372 0.00088673579903377202 -0.00070756082752596277 -0.00011439951952325288 0.00062979318005865507
leaf_weight=0.0011534594250222274 0.0010123018809788933 0.0011724308548497981 0.0011232418207186563 0.0011988005229166274 0.0012252091626255013 0.0011610705773047276 0.0012596723129325344 0.0011468443049332238 0.0011709860112783591 0.0012284000858019031 0.0010540662272264306 0.0010314588876332207 0.0010433250206537494 0.0010206136955851243
leaf_count=145 148 243 75 334 101 214 351 108 115 120 143 546 248 230
internal_value=0 3.64705e-05 -3.70832e-05 2.30784e-05 0.00045735 8.37809e-05 0.000148098 0.000254572 5.62465e-05 -0.000265064 0.000399246 -0.00024346 0.00052908 0.000253602
internal_weight=0 0.0159896 0.0136109 0.0124385 0.00237867 0.0112397 0.0100786 0.00792391 0.0046003 0.00237524 0.00222505 0.0021547 0.00332361 0.00206394
internal_count=3121 2973 2727 2484 246 2150 1936 1315 486 228 258 621 829 478
is_linear=0
shrinkage=0.00196078


Tree=3285
num_leaves=9
num_cat=0
split_feature=43 43 16 150 16 48 133 4
split_gain=3.43681e-05 0.000104993 7.409e-05 5.82721e-05 7.00096e-05 0.000130589 9.90267e-05 7.72137e-05
threshold=-0.052894999999999991 -0.09225499999999999 0.18438500000000005 0.092010000000000022 0.22339500000000004 0.085845000000000019 -0.0061299999999999992 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 6 -2 -8
right_child=3 -3 -4 -5 -6 -7 7 -9
leaf_value=-0.016302695213762583 -0.017601230689268658 0.024108180204088558 0.015307506754816413 0.016144638766748629 -0.028333421275119893 -0.029046305980691509 0.029448138141083251 0.00058830002890732796
leaf_weight=0.001826583789278983 0.0012900854429398756 0.0018084426432500578 0.0010295333834446085 0.0011245585048932005 0.0011403614716114733 0.0013161908489261421 0.0014553714679770712 0.0018951569261083478
leaf_count=388 608 959 88 122 215 207 339 195
internal_value=0 0.00634135 -0.00490829 -0.00378502 -0.00694291 -0.00284795 0.00458254 0.0131242
internal_weight=0 0.00466456 0.00285612 0.00822172 0.00709717 0.0059568 0.00464061 0.00335053
internal_count=3121 1435 476 1686 1564 1349 1142 534
is_linear=0
shrinkage=0.0942322


Tree=3286
num_leaves=9
num_cat=0
split_feature=16 1 15 43 3 3 3 2
split_gain=2.83585e-05 7.48075e-05 8.86936e-05 6.21444e-05 7.17026e-05 6.0421e-05 5.49504e-05 8.62027e-05
threshold=0.38525000000000004 0.077565000000000009 0.035560000000000008 -0.052894999999999991 -0.077644999999999978 -0.08824499999999999 0.090900000000000009 0.11215000000000001
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 -1 5 -5 -3 -6 -8
right_child=-2 3 -4 4 6 -7 7 -9
leaf_value=-0.027335705350853143 0.011386836896764761 0.0011176346756300646 0.0028698105873205581 0.020041658928198633 -0.022436708252593189 0.033093842602300076 0.020499465267076276 -0.014100016206190932
leaf_weight=0.0019268676132987422 0.0017166880305307256 0.0010830765901371497 0.001682087226135413 0.001083256226798641 0.0015021236715542421 0.0011007667430898869 0.001148173992555207 0.0015816290306808617
leaf_count=733 311 135 778 276 186 397 132 173
internal_value=0 -0.00188715 -0.0132573 0.00358481 -0.00202373 0.0172352 -0.00767186 0.000452765
internal_weight=0 0.011108 0.00360895 0.00749903 0.00531518 0.00218384 0.00423193 0.0027298
internal_count=3121 2810 1511 1299 767 532 491 305
is_linear=0
shrinkage=0.0961169


Tree=3287
num_leaves=10
num_cat=0
split_feature=11 0 13 15 47 1 4 52 12
split_gain=3.00022e-05 5.27813e-05 7.29262e-05 8.63196e-05 0.000130203 9.98194e-05 6.28547e-05 4.24127e-05 5.43712e-05
threshold=0.079915000000000014 -0.019414999999999998 -0.011289999999999998 0.035560000000000008 0.096175000000000024 0.094465000000000007 -0.49405499999999997 -0.013374999999999998 0.089885000000000007
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 7 4 5 -4 -3 -1 -9
right_child=-2 6 3 -5 -6 -7 -8 8 -10
leaf_value=0.021897218809641076 -0.013961396866800369 -0.0039517094944232223 -0.00739732171826794 -0.029815658041702643 -0.029094824242808327 0.024673377452245886 0.024396397328225954 -0.0090067002023039959 0.017200843972983913
leaf_weight=0.0011382407176504213 0.0011218180192082558 0.0010580156960244835 0.0017465831084342029 0.0011751887076867354 0.0010832918072624792 0.0013619553295263348 0.001478593104153208 0.0015784028408140042 0.0010324892742554317
leaf_count=561 199 85 275 406 101 152 184 692 466
internal_value=0 0.00124314 -0.00190929 -0.00854724 -0.0025846 0.00665393 0.0125724 0.00759317 0.00135719
internal_weight=0 0.0116528 0.00911615 0.00536702 0.00419183 0.00310854 0.00253661 0.00374913 0.00261089
internal_count=3121 2922 2653 934 528 427 269 1719 1158
is_linear=0
shrinkage=0.0887971


Tree=3288
num_leaves=14
num_cat=0
split_feature=403 403 41 42 43 52 40 12 52 1 0 49 15
split_gain=0.000229853 0.000226503 0.000193844 0.000175839 0.000213326 0.0001341 0.000124003 0.000138743 0.0001842 0.000249039 0.000200934 0.000168818 0.000115744
threshold=0.10301500000000001 0.03138500000000001 0.078475000000000017 -1.0000000180025095e-35 -0.15879999999999997 0.15915500000000002 -0.0067649999999999993 0.097825000000000009 0.077655000000000016 0.11061500000000002 -0.098289999999999975 -0.066019999999999981 -0.095869999999999983
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -5 6 -6 8 9 10 11 -8 -13
right_child=-2 -3 -4 4 5 -7 7 -9 -10 -11 -12 12 -14
leaf_value=-0.00051270036563032522 -0.00091778971182822767 0.00084623093684808566 -0.00084616206824431463 0.0009869565608099924 0.00074754222907975627 -0.00056838883387927094 -0.00037970936109230872 0.00065084772799222301 0.00060200705393511408 -0.00088639532236432328 -0.00056162109160907904 0.00019571303446001213 0.0010623447957759705
leaf_weight=0.0019222347055272903 0.0010089049138594887 0.0012573442864518237 0.0010179976151440126 0.0010128730942570137 0.0010862192376757144 0.001212727227508959 0.0010234095602461579 0.0012601253315977718 0.0013754028405339458 0.0015071394520965644 0.0015558507949710232 0.0013697001895511818 0.0010442025260825093
leaf_count=662 202 174 132 52 211 280 47 163 192 165 726 43 72
internal_value=0 4.60578e-05 -1.93243e-05 3.92509e-05 0.000124486 4.80901e-05 0.000121228 4.67615e-05 -4.98933e-05 -0.000187829 2.30264e-05 0.000287659 0.000570599
internal_weight=0 0.0166452 0.0153879 0.0143699 0.0124477 0.0114348 0.010222 0.00913583 0.00787571 0.0065003 0.00499316 0.00343731 0.0024139
internal_count=3121 2919 2745 2613 1951 1899 1619 1408 1245 1053 888 162 115
is_linear=0
shrinkage=0.00196078


Tree=3289
num_leaves=14
num_cat=0
split_feature=403 42 484 131 42 43 1 12 2 2 2 0 15
split_gain=0.000115199 0.000130663 0.000147931 0.000124854 0.000140621 0.000165455 0.000177068 8.0579e-05 9.2223e-05 0.000107296 8.06344e-05 8.56076e-05 3.19187e-05
threshold=0.096440000000000012 0.09832500000000001 -0.0068949999999999992 0.088610000000000008 -0.12995999999999999 -0.061959999999999994 0.077845000000000011 0.097825000000000009 0.088225000000000012 0.092480000000000021 0.11548000000000001 -0.15202999999999997 -0.10091499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 -4 6 -6 8 12 -10 11 -11 -7
right_child=-2 -3 3 -5 5 7 -8 -9 9 10 -12 -13 -14
leaf_value=-0.00072668899806990761 -0.00061686513302147022 0.00058050795309765328 -0.00059525314682772328 -0.00062905984413310224 0.00014858529118190651 -0.00015943199180805693 0.0011442727378306048 0.00048948992410663471 0.00056898395248496548 -0.00073096281621886771 0.00030196433646582471 7.0177059551854512e-05 -0.00063936780298332909
leaf_weight=0.0010607046214787174 0.0011102924989265491 0.0015316641352782013 0.0010413058471903111 0.0010010279805075092 0.001633623054170117 0.0010360880881846047 0.0011846286168507121 0.0011623933039913333 0.0012805780074557072 0.0010436744512123408 0.0012034697496885183 0.0010081733924295611 0.0010967070066234975
leaf_count=445 233 371 131 325 385 49 219 149 107 51 135 161 360
internal_value=0 3.72648e-05 -2.32387e-05 3.55521e-05 9.24604e-05 0.000159706 0.000567114 1.30878e-05 -6.9952e-05 8.81627e-05 -0.000100983 -0.000337324 -0.00040622
internal_weight=0 0.015284 0.0137524 0.0126917 0.0116906 0.0106493 0.00281825 0.00783108 0.00666869 0.0045359 0.00325532 0.00205185 0.0021328
internal_count=3121 2888 2517 2072 1747 1616 604 1012 863 454 347 212 409
is_linear=0
shrinkage=0.00196078


Tree=3290
num_leaves=14
num_cat=0
split_feature=403 48 42 42 457 475 4 16 12 43 16 1 2
split_gain=0.000111177 0.000123974 9.89289e-05 0.000165472 0.000124205 9.81337e-05 0.000169112 0.000236711 0.000183269 0.000131875 0.0001322 0.000181237 8.99728e-05
threshold=-1.0000000180025095e-35 0.12879500000000002 -0.11466499999999999 -0.088669999999999985 0.092360000000000012 -1.0000000180025095e-35 0.40473500000000007 -0.36241499999999999 0.10388500000000002 -0.074359999999999996 -0.088159999999999988 0.091785000000000019 0.090050000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 5 -5 7 -7 9 12 -11 -12 -9
right_child=1 -3 3 4 -6 6 -8 8 -10 10 11 -13 -14
leaf_value=-0.00063406475938094467 -0.00049113733151317997 -0.0005963131525508835 0.00081944998398869454 -0.00055410749859942517 0.00069073012972176401 -0.00076650665945570686 0.00078049650486813806 0.00093089002180385644 -0.00063034943660815912 0.00046873155524189343 -0.00082247244055302969 0.00019133631949321231 0.00016535685665415725
leaf_weight=0.0010053274687040334 0.0010623186635484267 0.0010998823945629352 0.0011379304665673886 0.0010902932760737992 0.0010321340042103158 0.0013748455587030591 0.0010567985233732894 0.0012834390891411545 0.0010868924408111704 0.001538822876373639 0.001131831933147965 0.0015358346026355957 0.0010168197053778832
leaf_count=756 125 88 126 415 104 120 196 294 140 162 274 145 176
internal_value=0 2.56771e-05 7.33575e-05 0.000118494 5.28328e-05 -6.39899e-06 5.31667e-05 -3.2538e-05 0.000100349 0.000222405 2.00298e-05 -0.0002388 0.000592489
internal_weight=0 0.0154478 0.014348 0.0132856 0.0121477 0.0111156 0.0100253 0.00896849 0.00759364 0.00650675 0.00420649 0.00266767 0.00230026
internal_count=3121 2365 2277 2152 2026 1922 1507 1311 1191 1051 581 419 470
is_linear=0
shrinkage=0.00192234


Tree=3291
num_leaves=9
num_cat=0
split_feature=52 52 52 15 2 52 16 1
split_gain=3.35492e-05 8.28886e-05 5.37108e-05 5.87698e-05 0.000111962 0.000168632 6.67525e-05 8.80198e-05
threshold=-0.26636999999999994 -0.081429999999999989 -0.0064899999999999992 -0.11713499999999999 0.10097500000000002 0.10744000000000002 -0.014034999999999997 0.08844500000000001
decision_type=2 2 2 2 2 2 2 2
left_child=-1 -2 -3 -4 6 -6 7 -5
right_child=1 2 3 4 5 -7 -8 -9
leaf_value=-0.014709589135483109 0.020462073549136789 -0.016299215225477 -0.015780881010859355 -0.0100863175578297 -0.037534615759321523 0.013702387162511502 0.030940972665663629 0.019981519408879642
leaf_weight=0.0012159553786547034 0.001671159216619581 0.0017832528911508041 0.0014108558291863844 0.0015349432034147486 0.0011116394299612205 0.0010817280369184619 0.0012880340704963526 0.0018117500494185734
leaf_count=354 417 438 330 830 170 127 179 276
internal_value=0 0.00141406 -0.00176211 0.00138432 0.00493109 -0.0122655 0.0130693 0.00619106
internal_weight=0 0.0116934 0.0100222 0.00823895 0.00682809 0.00219337 0.00463473 0.00334669
internal_count=3121 2767 2350 1912 1582 297 1285 1106
is_linear=0
shrinkage=0.0923845


Tree=3292
num_leaves=12
num_cat=0
split_feature=124 484 1 457 15 151 42 4 403 0 13
split_gain=0.000101082 0.000138825 9.81384e-05 0.000129217 0.00015459 0.000157821 0.000146707 0.00017082 9.07308e-05 6.82024e-05 0.000131512
threshold=-0.043384999999999993 -0.0068949999999999992 0.12811000000000003 0.080930000000000016 0.091915000000000011 -0.0077149999999999988 0.091545000000000015 0.15285000000000001 0.03138500000000001 -0.083914999999999976 -0.07743499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 5 -3 7 8 9 -7 -11
right_child=1 2 -4 -5 -6 6 -8 -9 -10 10 -12
leaf_value=0.00054789876917956152 -0.00073645523674350393 -0.00067039712680137342 0.00043881584282445292 0.00043662404525764083 -0.0008386652217518165 0.00013717423688846937 -0.00057139495265004102 0.0006699249828742951 0.00045765113822990544 7.8752205025825901e-05 -0.00081128755428921332
leaf_weight=0.001119675705813135 0.0010174083146655818 0.0013518027237636359 0.0016533185416715288 0.001674280537617632 0.0010486499751836765 0.0017195011242585132 0.0012407529967649053 0.0017308442339952212 0.0011299380062605967 0.001238591272723411 0.0012155808851139348
leaf_count=259 488 180 183 161 370 434 242 112 164 86 442
internal_value=0 -5.08321e-05 -1.01811e-06 -5.98998e-05 -0.00013777 -6.14234e-05 3.80559e-05 0.000145552 -2.55779e-05 -0.000156402 -0.000362095
internal_weight=0 0.0150207 0.0140033 0.0123499 0.0106757 0.00962701 0.00827521 0.00703446 0.00530361 0.00417367 0.00245417
internal_count=3121 2862 2374 2191 2030 1660 1480 1238 1126 962 528
is_linear=0
shrinkage=0.00192234


Tree=3293
num_leaves=9
num_cat=0
split_feature=0 1 15 2 2 1 1 0
split_gain=3.07761e-05 5.66155e-05 0.000102545 7.01679e-05 6.81404e-05 8.86173e-05 0.000101948 3.12629e-05
threshold=0.15398500000000004 0.077565000000000009 0.035560000000000008 0.11474000000000002 0.092755000000000018 0.092695000000000013 0.11146500000000002 -0.14226499999999997
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 7 -7 -3
right_child=-2 3 -4 -5 -6 6 -8 -9
leaf_value=-0.030579548255074702 0.014729197747444866 0.005341794645216359 0.0034351375975982114 0.019016592789855354 -0.017721394276704782 -0.030048888756772696 0.0069133929250910506 0.027742372284763006
leaf_weight=0.001464951763758006 0.0011330706950075107 0.0010054896201887598 0.0017006250570135409 0.0017933663601678576 0.001789622789824391 0.0010874266794430978 0.0016961397578437725 0.001229994053498034
leaf_count=816 60 99 776 320 279 244 201 326
internal_value=0 -0.00153152 -0.012306 0.00243353 -0.00193436 0.00369476 -0.00752627 0.0176669
internal_weight=0 0.0117676 0.00316558 0.00860204 0.00680867 0.00501905 0.00278357 0.00223548
internal_count=3121 3061 1592 1469 1149 870 445 425
is_linear=0
shrinkage=0.0942322


Tree=3294
num_leaves=9
num_cat=0
split_feature=52 52 160 15 13 13 15 1
split_gain=2.86854e-05 7.21058e-05 4.45642e-05 5.229e-05 9.81553e-05 0.00011859 5.93832e-05 5.47861e-05
threshold=-0.26636999999999994 -0.081429999999999989 0.050340000000000003 -0.11713499999999999 -0.015874999999999997 -0.095304999999999987 0.035560000000000008 0.094220000000000012
decision_type=2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 5 -5 7 -6
right_child=1 2 -4 4 6 -7 -8 -9
leaf_value=-0.013608179453300052 0.019133955267706882 -0.012875780765352179 -0.016704763914031733 0.0063247730974056362 0.01159401780367232 -0.033410728400279949 -0.0024899353959139492 0.038851760030428603
leaf_weight=0.0012137506118342191 0.0016617272654516459 0.0018476196045540388 0.0014367821677450628 0.001677925571529796 0.0016973632368752008 0.0010373723108032173 0.0012756966099700573 0.0010001960151540135
leaf_count=354 417 371 216 184 162 878 431 108
internal_value=0 0.00131676 -0.001652 0.000881639 0.00468193 -0.00885607 0.0139337 0.0217006
internal_weight=0 0.0116347 0.00997296 0.00853617 0.00668855 0.0027153 0.00397326 0.00269756
internal_count=3121 2767 2350 2134 1763 1062 701 270
is_linear=0
shrinkage=0.0923845


Tree=3295
num_leaves=11
num_cat=0
split_feature=42 475 43 16 1 1 52 4 15 12
split_gain=2.93448e-05 6.5581e-05 7.30888e-05 6.60553e-05 7.86227e-05 7.53548e-05 6.64896e-05 0.000175257 5.46252e-05 3.70743e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.14968999999999996 -0.5224049999999999 0.10089500000000001 0.11392000000000001 0.090245000000000006 -0.076229999999999978 -0.094549999999999981 0.051320000000000005
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=9 -2 -3 -4 6 -6 7 -5 -9 -1
right_child=1 2 3 4 5 -7 -8 8 -10 -11
leaf_value=0.0029708417659847644 -0.021179870148426129 0.027948566659484853 -0.020645711718290605 0.033932319034078694 0.036441131672444692 0.0035245732991589355 -0.02060439202781562 0.002202992062215952 -0.028029035927056439 -0.021974121874593446
leaf_weight=0.0010451822967343144 0.0010179060038745516 0.0010868941133546613 0.0010872682195949565 0.0012129198739859477 0.0011583137430696141 0.0014428623720301483 0.0013550998963081065 0.0012209354714096815 0.0010080089315440961 0.0011628252870209456
leaf_count=133 448 110 136 289 172 260 363 134 347 729
internal_value=0 0.00201495 0.00448145 0.00147555 0.00472661 0.0181824 -0.00256988 0.0045305 -0.011469 -0.0101662
internal_weight=0 0.0105902 0.0095723 0.00848541 0.00739814 0.00260118 0.00479696 0.00344186 0.00222894 0.00220801
internal_count=3121 2259 1811 1701 1565 432 1133 770 481 862
is_linear=0
shrinkage=0.0961169


Tree=3296
num_leaves=10
num_cat=0
split_feature=15 15 151 49 42 0 12 15 3
split_gain=2.7949e-05 8.2888e-05 5.30425e-05 5.41549e-05 9.94674e-05 8.94487e-05 7.94122e-05 7.00174e-05 5.78554e-05
threshold=-0.24436499999999997 -0.11713499999999999 -0.077429999999999985 -0.054319999999999993 0.091545000000000015 -0.083914999999999976 1.0000000180025095e-35 -0.095869999999999983 -0.088084999999999983
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 -4 5 7 -7 -5 -8
right_child=1 2 3 4 -6 6 8 -9 -10
leaf_value=0.015316303688455671 -0.027860900936217625 0.018676858416768437 -0.017287587689210727 2.757287782629103e-05 -0.023282233343008805 0.017216761411996257 0.0014316808207734005 0.031845585581294321 -0.029982331259385046
leaf_weight=0.0010409554705395037 0.0010403585424833038 0.0014333492759692227 0.0017196409624444233 0.0010635976722812857 0.0012466277602594441 0.0011583655410423921 0.0011204450018824314 0.0017726831011774333 0.0011336483432397482
leaf_count=253 231 390 198 87 491 148 340 612 371
internal_value=0 -0.00144825 0.00113231 -0.00159666 0.00200326 0.00704773 -0.00364605 0.0199139 -0.0143673
internal_weight=0 0.0116887 0.0106484 0.00921501 0.00749537 0.00624874 0.00341246 0.00283628 0.00225409
internal_count=3121 2868 2637 2247 2049 1558 859 699 711
is_linear=0
shrinkage=0.0980392


Tree=3297
num_leaves=12
num_cat=0
split_feature=484 42 457 160 133 160 133 52 49 4 0
split_gain=0.000116783 0.000100711 0.000107521 0.000141866 0.000178903 0.000148282 0.000306237 0.000185102 0.00018056 0.000187171 0.000151854
threshold=-0.0068949999999999992 -0.11051499999999999 -0.0029299999999999994 0.099315000000000014 0.10722500000000001 -0.080409999999999995 -0.0061299999999999992 0.077655000000000016 -1.0000000180025095e-35 0.076415000000000025 -0.033209999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 5 -4 -7 8 -8 -10 -9
right_child=1 2 3 -5 -6 6 7 10 9 -11 -12
leaf_value=-0.00060570018197784006 -0.00053828565952992525 -0.0005355521286194274 -0.00023017584903223687 -0.00057489660657001587 -0.00059666946309996937 -0.00037235916361542487 0.00085400255833040944 0.0015299985257141682 -0.00041232108215352926 0.00050503164544062518 0.0004863736809950059
leaf_weight=0.001163480965026417 0.0010791453642854118 0.0010023851912227379 0.0019346023945267651 0.0010102810878556872 0.0010173001308107178 0.0017384089850909466 0.0017580892303692502 0.001112538488614756 0.001588208088444793 0.0018525604717404272 0.001034457970771091
leaf_count=503 159 155 425 101 337 596 236 116 312 141 40
internal_value=0 3.89576e-05 8.32979e-05 0.000130845 0.000190083 0.000262719 0.000367687 0.00054282 0.000342799 8.15951e-05 0.00102716
internal_weight=0 0.015128 0.0140488 0.0130464 0.0120362 0.0110189 0.00908426 0.00734585 0.00519886 0.00344077 0.002147
internal_count=3121 2618 2459 2304 2203 1866 1441 845 689 453 156
is_linear=0
shrinkage=0.00196078


Tree=3298
num_leaves=10
num_cat=0
split_feature=13 39 48 51 1 160 49 12 2
split_gain=3.11137e-05 6.70009e-05 7.17244e-05 0.000101466 0.000132774 7.96265e-05 7.34092e-05 0.000101738 8.67776e-05
threshold=-0.23438999999999996 0.085220000000000004 0.11280000000000003 0.08955500000000001 0.111945 -1.0000000180025095e-35 -0.026779999999999995 0.090020000000000017 0.088225000000000012
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 -2 -7 8 -8
right_child=1 -3 -4 -5 -6 6 7 -9 -10
leaf_value=0.012715697718214262 -0.023018173633183866 0.019492676013898484 -0.027043883649164109 -0.028860195497665265 0.029590491276236655 0.020959290208239469 -0.011768245840650804 -0.02942579978719316 0.021642768917965877
leaf_weight=0.0014914744618109458 0.0014202017215659063 0.0011780664979817055 0.0010934864712076548 0.0010598551639695768 0.0013100698070259813 0.0013609855456743264 0.0013771694957154601 0.0010547973157843263 0.0013839809562401981
leaf_count=169 655 298 95 290 148 133 509 627 197
internal_value=0 -0.00176958 -0.00425934 -0.00148088 0.00218895 -0.00325249 0.00216988 -0.00453149 0.00497847
internal_weight=0 0.0112386 0.0100605 0.00896706 0.0079072 0.00659714 0.00517693 0.00381595 0.00276115
internal_count=3121 2952 2654 2559 2269 2121 1466 1333 706
is_linear=0
shrinkage=0.0942322


Tree=3299
num_leaves=11
num_cat=0
split_feature=484 42 43 131 16 16 133 1 48 0
split_gain=0.000102979 8.90191e-05 0.000138215 0.000121072 0.000129256 0.000110802 0.000106145 0.000142603 6.85811e-05 0.00010155
threshold=-0.0068949999999999992 -0.11051499999999999 -0.15582499999999996 0.088610000000000008 0.25792000000000009 0.0065250000000000004 0.076280000000000014 1.0000000180025095e-35 0.086260000000000017 -0.13843999999999998
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 5 6 7 -4 9 -9
right_child=1 2 3 -5 -6 -7 -8 8 -10 -11
leaf_value=-0.00060558770206996866 -0.00053089950930299197 0.00057888393536783243 -0.00068255793381503786 -0.00062875470259022941 -0.00057674749926579533 0.00056552253464302803 0.00058318752623205737 0.00063063958661466082 -0.00022019605293029719 -6.3114755637931315e-05
leaf_weight=0.0010532675546298014 0.0010129660086762972 0.0017911777416604888 0.0011882250955337565 0.0010887702877116932 0.0011033633261471566 0.0018307907693767642 0.0011268817724741165 0.001450569870206312 0.0019658249644483594 0.0018404022084321306
leaf_count=503 159 155 520 364 241 189 463 129 132 266
internal_value=0 2.95464e-05 7.19573e-05 -6.35316e-06 5.81479e-05 0.00013265 2.79869e-05 -6.90873e-05 6.95791e-05 0.000242673
internal_weight=0 0.014399 0.013386 0.0115948 0.0105061 0.00940269 0.0075719 0.00644502 0.0052568 0.00329097
internal_count=3121 2618 2459 2304 1940 1699 1510 1047 527 395
is_linear=0
shrinkage=0.00196078


Tree=3300
num_leaves=12
num_cat=0
split_feature=484 403 403 42 12 15 43 12 3 151 2
split_gain=9.08821e-05 9.70761e-05 9.46648e-05 0.000105439 0.000141592 0.000107657 9.23549e-05 0.000133983 0.000116225 0.000114061 0.000127903
threshold=-0.0068949999999999992 0.096440000000000012 -1.0000000180025095e-35 0.088060000000000013 0.091545000000000015 0.088495000000000018 -0.15879999999999997 0.084100000000000022 0.12178000000000001 -0.0083949999999999979 0.090425000000000019
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 5 -5 6 -4 8 9 -8 -11
right_child=1 -3 3 4 -6 -7 7 -9 -10 10 -12
leaf_value=-0.00054523476322127591 -0.00050407369951258908 -0.00053761841058196915 0.00058639073218213242 0.00083087611655506251 -1.167795887678463e-05 -0.00057141886538347383 -0.00015272294176379441 -0.00043967398125781168 -0.00031966396959078112 0.00015894788359920958 0.00098066532636552415
leaf_weight=0.0011577301361164792 0.0010291224248440431 0.0010950868173753422 0.0012249886134742009 0.0016158777975211775 0.0014594369732277559 0.0010715891399129306 0.0013437128356607805 0.0019343197036881896 0.0014646891329364881 0.0015822706133237956 0.001349333715540902
leaf_count=503 703 215 68 275 239 142 166 424 136 118 132
internal_value=0 2.47128e-05 6.84632e-05 0.000113626 0.000431029 1.57303e-05 8.64304e-05 6.62588e-06 0.000157024 0.000320334 0.000537161
internal_weight=0 0.0151704 0.0140753 0.0130462 0.00307531 0.0099709 0.00889931 0.00767433 0.00574001 0.00427532 0.0029316
internal_count=3121 2618 2403 1700 514 1186 1044 976 552 416 250
is_linear=0
shrinkage=0.00196078


Tree=3301
num_leaves=10
num_cat=0
split_feature=52 39 42 42 52 1 2 0 13
split_gain=2.95321e-05 5.99359e-05 6.76563e-05 7.27942e-05 8.6187e-05 6.48537e-05 8.90262e-05 5.71942e-05 5.62814e-05
threshold=-0.26636999999999994 0.085220000000000004 0.091735000000000025 0.08623500000000002 -0.081429999999999989 0.090405000000000013 0.11215000000000001 -0.10607499999999999 -0.012549999999999997
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 8 7 -7 -6
right_child=1 -3 -4 -5 5 6 -8 -9 -10
leaf_value=-0.014644260252736949 0.022402039289924978 0.023733656532821609 -0.020364911227849017 0.02291805783070348 -0.003246055463222174 0.030406022353396248 -0.017380650201239752 -0.0001966109541024801 -0.031747562887479236
leaf_weight=0.001213057121153824 0.0012271210934936307 0.0010530571096635808 0.0014623195013620397 0.0013997881778537611 0.0013174913764388211 0.001090164578085917 0.0013847081795722097 0.0012717778559898554 0.0013465466930964519
leaf_count=354 265 306 474 429 411 82 167 129 504
internal_value=0 0.00143578 -0.00080052 0.00236508 -0.00140169 -0.00595815 0.00235688 0.0139282 -0.0176522
internal_weight=0 0.011553 0.0104999 0.0090376 0.00763781 0.00641069 0.00374665 0.00236194 0.00266404
internal_count=3121 2767 2461 1987 1558 1293 378 211 915
is_linear=0
shrinkage=0.0980392


Tree=3302
num_leaves=12
num_cat=0
split_feature=42 43 4 12 12 2 3 15 2 4 1
split_gain=0.000141729 0.000129075 0.000127985 0.000116496 0.000208828 0.000105593 0.000229069 0.000128637 0.000128099 8.23824e-05 7.74358e-05
threshold=-0.11466499999999999 -0.17390999999999998 -0.49013999999999996 0.10345000000000001 0.092355000000000007 0.089775000000000008 -0.022174999999999997 -0.074054999999999996 0.084245000000000014 0.04735000000000001 0.09253500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 5 8 -7 9 10 -8 -4
right_child=1 2 3 -5 -6 6 7 -9 -10 -11 -12
leaf_value=-0.00072248339816596309 0.0005350747345106723 -0.00070109216950879508 0.00032140220221508364 0.00060640293310677959 -0.00073917795812951219 0.00083574620241258751 0.00068769401178625804 -0.00040338668365281995 -0.00070014127201320931 -3.276852142304589e-05 -0.00035350727571302411
leaf_weight=0.0010061522873334042 0.0017711319773742696 0.0010047847174044508 0.0016583312010416847 0.0012030162683845892 0.0014186641407957978 0.0017099394060209839 0.0010774244277779457 0.0018488849269049368 0.0012598865570744161 0.001407121882010493 0.0010787753442035675
leaf_count=171 144 157 386 248 483 320 96 140 624 161 191
internal_value=0 3.70344e-05 -2.75084e-05 2.59432e-05 -3.49959e-05 6.45023e-05 0.000228033 -1.17659e-05 -0.000182753 0.00027966 5.54002e-05
internal_weight=0 0.015438 0.0136668 0.012662 0.011459 0.0100404 0.00604337 0.00433343 0.00399699 0.00248455 0.00273711
internal_count=3121 2950 2806 2649 2401 1918 717 397 1201 257 577
is_linear=0
shrinkage=0.00196078


Tree=3303
num_leaves=14
num_cat=0
split_feature=41 484 3 457 156 13 0 15 1 3 13 43 43
split_gain=0.000190603 0.000167077 0.000186207 0.000167316 0.000151427 0.000133975 0.000126122 0.000207805 8.46706e-05 0.00017079 8.34863e-05 0.00023476 0.000201805
threshold=0.078475000000000017 -0.0068949999999999992 -0.11255999999999998 -1.0000000180025095e-35 0.085790000000000019 0.14871000000000004 -0.10011499999999998 -0.037864999999999989 0.11212500000000002 0.090900000000000009 -0.095304999999999987 -0.074359999999999996 -0.09225499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 5 -4 6 -3 7 8 9 -5 -8 12 -12
right_child=-2 2 3 4 -6 -7 10 -9 -10 -11 11 -13 -14
leaf_value=-0.00065425724447378572 -0.00083150300631584144 0.001007817397131852 -0.00075873976940309823 -0.0001238712194360895 -0.00065809794038341953 8.8464905288939758e-05 0.00036529977347238659 0.001036738640731846 -0.00032309651568556379 0.00094577282896036519 -0.00035445951409412301 -0.00073551752744130297 0.00071544152498184894
leaf_weight=0.0012247739306714299 0.0010193828670651819 0.0013484769680449224 0.0010196917377772409 0.0013419675600783998 0.0010051005934470373 0.0011119536819654829 0.0013941952877485394 0.0013196130640356117 0.0011133796603108939 0.0010027434749240172 0.00135727834541095 0.0017874137872034871 0.0013539393861186648
leaf_count=488 148 161 150 124 261 68 100 80 84 41 234 892 290
internal_value=0 4.23445e-05 9.86386e-05 2.95819e-06 6.94811e-05 0.00059233 0.000138015 0.000374762 0.00012215 0.000333575 -5.39318e-05 -0.000183858 0.000179832
internal_weight=0 0.0163805 0.0151558 0.0126953 0.0116756 0.00246043 0.0106705 0.0047777 0.00345809 0.00234471 0.00589283 0.00449863 0.00271122
internal_count=3121 2973 2485 2256 2106 229 1845 329 249 165 1516 1416 524
is_linear=0
shrinkage=0.00196078


Tree=3304
num_leaves=10
num_cat=0
split_feature=52 52 13 0 16 2 1 49 1
split_gain=2.96158e-05 6.89496e-05 8.46115e-05 0.000100563 0.00017348 6.9166e-05 6.13529e-05 0.000120713 0.000139653
threshold=0.19022000000000003 0.10347000000000002 0.18141000000000002 -0.084269999999999984 0.22339500000000004 0.092635000000000009 0.083135000000000014 -0.043469999999999995 0.11061500000000002
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 6 5 -5 -1 -8 -9
right_child=-2 -3 -4 4 -6 -7 7 8 -10
leaf_value=-0.026641661977740025 -0.016192617239057194 0.022341931869433566 -0.025832538956120636 0.01514665662116426 -0.019412581173741401 0.047373784260686384 0.020488765841387219 0.0046646955215181836 -0.040264212765488694
leaf_weight=0.0011694412941861115 0.001012032453169145 0.0013265917702496967 0.0012040776629119948 0.0017324384258239716 0.0010741838144861003 0.0010151969770023069 0.0015576386049112739 0.0016301767480529745 0.0011230765991766185
leaf_count=678 350 233 130 641 354 242 161 211 121
internal_value=0 0.00128107 -0.00137823 0.00178716 0.0139938 0.0270539 -0.00672537 -0.00132256 -0.0136622
internal_weight=0 0.0118328 0.0105062 0.00930215 0.00382182 0.00274764 0.00548033 0.00431089 0.00275325
internal_count=3121 2771 2538 2408 1237 883 1171 493 332
is_linear=0
shrinkage=0.0980392


Tree=3305
num_leaves=8
num_cat=0
split_feature=4 16 2 2 52 3 12
split_gain=2.98649e-05 5.57132e-05 8.17536e-05 6.73077e-05 9.81254e-05 6.50611e-05 6.23778e-05
threshold=0.40473500000000007 -0.36241499999999999 0.10912000000000001 0.095195000000000016 -0.088204999999999992 0.048265000000000009 0.089735000000000023
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 6 -6
right_child=-2 2 -4 -5 5 -7 -8
leaf_value=-0.018521533984600054 0.012795341649167721 -0.020047391327736325 0.019117228417832938 -0.020273904480526288 -0.010138319832925296 0.0279340245716172 0.015591636912088307
leaf_weight=0.0015767264935565009 0.00147146917352669 0.0014995360907325509 0.0018533073131311384 0.0016971051777546547 0.0018946044543009463 0.0011612147425967834 0.0016103138143251665
leaf_count=180 304 359 383 387 898 76 534
internal_value=0 -0.00176265 0.000956979 -0.00332351 0.0013421 0.00821595 0.00168316
internal_weight=0 0.0112928 0.00971608 0.00786277 0.00616567 0.00466613 0.00350492
internal_count=3121 2817 2637 2254 1867 1508 1432
is_linear=0
shrinkage=0.0961169


Tree=3306
num_leaves=9
num_cat=0
split_feature=13 39 48 51 1 52 16 0
split_gain=2.75997e-05 5.72706e-05 6.02635e-05 8.24675e-05 0.000113792 8.37988e-05 0.000115033 0.000122366
threshold=-0.23438999999999996 0.0046100000000000004 0.11280000000000003 0.08955500000000001 0.111945 0.090245000000000006 -0.056919999999999991 -0.10224499999999999
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 6 7 -2
right_child=1 -3 -4 -5 -6 -7 -8 -9
leaf_value=0.012434821050355009 -0.0091740135252138567 0.016966255971891213 -0.026219518717454593 -0.027798753348452439 0.028461160434152311 -0.023858044789498194 -0.016381003932807579 0.030637372854789943
leaf_weight=0.0014953012422461434 0.0012561965367954564 0.0013792178717710818 0.0010797570330654043 0.00102546564348782 0.0012825785949140169 0.0014949336141387992 0.001893936819235669 0.0018131706650315123
leaf_count=169 132 330 94 287 147 492 842 628
internal_value=0 -0.00174409 -0.00436501 -0.00167316 0.00178784 -0.00350937 0.00261959 0.0143438
internal_weight=0 0.0112253 0.00984604 0.00876628 0.00774082 0.00645824 0.0049633 0.00306937
internal_count=3121 2952 2622 2528 2241 2094 1602 760
is_linear=0
shrinkage=0.0980392


Tree=3307
num_leaves=10
num_cat=0
split_feature=42 475 43 42 2 1 4 16 12
split_gain=3.09379e-05 5.50677e-05 6.98442e-05 5.59512e-05 4.88522e-05 9.13197e-05 8.0744e-05 0.00010028 3.22952e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.14968999999999996 0.092395000000000019 0.089775000000000008 0.092390000000000014 0.033845000000000007 0.033715000000000009 0.051320000000000005
decision_type=2 2 2 2 2 2 2 2 2
left_child=8 -2 -3 4 5 -4 7 -6 -1
right_child=1 2 3 -5 6 -7 -8 -9 -10
leaf_value=0.0018083690833680176 -0.019243234255459287 0.02737683132440227 -0.025627271298680331 -0.01653159240927022 0.039013845133097295 0.012647648004461057 -0.0048475174683599602 0.0027962252938345152 -0.021586561720595029
leaf_weight=0.0010387755570557759 0.0010088972270769761 0.0010806751871154643 0.0011601654557961715 0.0013470961447594691 0.0014007651731059376 0.0011434932350326897 0.0019061284418317725 0.0014245446186037791 0.0011470767094304854
leaf_count=133 448 110 494 520 188 166 215 118 729
internal_value=0 0.00210324 0.00437912 0.00141414 0.00485043 -0.00662831 0.0104392 0.0207526 -0.0104687
internal_weight=0 0.0104718 0.00946287 0.00838219 0.0070351 0.00230366 0.00473144 0.00282531 0.00218585
internal_count=3121 2259 1811 1701 1181 660 521 306 862
is_linear=0
shrinkage=0.0961169


Tree=3308
num_leaves=13
num_cat=0
split_feature=42 484 160 133 52 16 49 151 16 2 42 1
split_gain=0.00012051 0.00012729 0.000107643 0.000141066 0.00012954 9.80321e-05 8.97824e-05 0.00016093 0.000131241 0.000130023 0.000222063 0.000113896
threshold=-0.11051499999999999 -0.0068949999999999992 0.099315000000000014 0.10722500000000001 0.096795000000000006 0.10246000000000001 -0.026779999999999995 -1.0000000180025095e-35 0.071345000000000006 0.088475000000000012 0.084050000000000014 0.09253500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 6 -6 11 -8 9 10 -9 -3
right_child=1 2 -4 -5 5 -7 7 8 -10 -11 -12 -13
leaf_value=-0.00063468828974123687 -0.00059460262876530096 5.3634611348758342e-05 -0.00051080070111667823 -0.00056203486352645921 0.00026706520994989621 0.0010751705068707399 -0.00071610480775801907 0.00042650492845499048 -0.00044248713616310833 0.00064498006831201584 -0.0007450543175473919 0.0009064331086811434
leaf_weight=0.0010864090810432702 0.0011184573602582787 0.0013913107685192055 0.0010488053251090325 0.0010063261468710631 0.0013439707792937206 0.0010115565442205821 0.0010623026693947638 0.0016366250823059525 0.0012816126389623792 0.0019900059034183033 0.0010033728936562195 0.0010614786067184977
leaf_count=181 481 122 110 340 374 33 156 368 261 283 208 204
internal_value=0 4.1663e-05 9.30916e-05 0.000142618 0.000202802 0.000614098 0.000100029 -1.34561e-05 0.000112808 0.000266517 -1.87647e-05 0.000422695
internal_weight=0 0.0149558 0.0138374 0.0127886 0.0117822 0.00235553 0.00942671 0.00697392 0.00591162 0.00463 0.00264 0.00245279
internal_count=3121 2940 2459 2349 2009 407 1602 1276 1120 859 576 326
is_linear=0
shrinkage=0.00196078


Tree=3309
num_leaves=13
num_cat=0
split_feature=47 47 1 15 151 4 14 15 133 15 0 4
split_gain=9.32813e-05 0.000111419 9.91039e-05 0.00021183 0.000196292 0.000111027 8.88241e-05 0.000229468 8.73723e-05 8.82028e-05 8.5878e-05 6.09372e-06
threshold=0.13148500000000005 0.09550500000000002 0.094385000000000011 -0.0063699999999999989 -0.0077149999999999988 -0.49405499999999997 -0.10708499999999999 -0.07490999999999999 0.083950000000000011 0.079055000000000014 -0.10324499999999999 0.098655000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 -5 -4 -8 9 -7 -9 -3
right_child=-2 11 6 5 -6 8 7 10 -10 -11 -12 -13
leaf_value=-0.00017506818359287605 -0.00053245169575536486 0.00056675434514819414 -0.00029743028357200204 -0.00047631668499879462 -0.0012930710207050369 0.00030806732454352425 0.0010309843114918141 0.00036870237685943628 0.00054611051890814176 -0.00033991805976066471 -0.00037817566026167299 0.00035329764521601492
leaf_weight=0.0014492991371413163 0.0012114655965732571 0.0010020707911085757 0.001076699794580702 0.0012769119078320781 0.0010349247382968074 0.0016324252154871189 0.0012315414819186652 0.0011597113519188351 0.001614260999730624 0.0015984449401437967 0.0012088755540983344 0.0010561008729736876
leaf_count=244 65 189 108 74 606 92 289 90 349 700 255 60
internal_value=0 3.2714e-05 -3.30625e-05 -0.000157914 -0.000640827 3.8044e-05 0.000196688 0.000344466 0.000173601 -1.25178e-05 -1.2488e-05 0.000457224
internal_weight=0 0.0153413 0.0132831 0.00860627 0.00248422 0.00612204 0.00467683 0.00360013 0.00484513 0.00323087 0.00236859 0.00205817
internal_count=3121 3056 2807 2065 850 1215 742 634 1141 792 345 249
is_linear=0
shrinkage=0.00196078


Tree=3310
num_leaves=10
num_cat=0
split_feature=474 160 133 13 12 16 16 0 49
split_gain=3.21976e-05 8.48104e-05 0.000109092 6.09751e-05 0.000187216 9.98275e-05 0.000139758 0.000161088 3.09684e-05
threshold=0.084660000000000027 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.073839999999999975 0.092465000000000006 0.23311500000000004 -0.056919999999999991 -0.10224499999999999 -0.043469999999999995
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 -4 6 7 8 -5
right_child=-2 2 3 5 -6 -7 -8 -9 -10
leaf_value=-0.021579605598087651 0.016754246625434826 -0.022428323052259305 0.038935426334910025 0.00037275780688169832 -0.012739292213278111 0.026342860342493453 -0.033982384019660195 0.033579943212012874 -0.023327137499559593
leaf_weight=0.0017263344198672819 0.0010070065012334666 0.0014991908954413531 0.0016713900701044761 0.0010452943294705364 0.0011291479180530611 0.0011421418212149599 0.0012507105787209973 0.0011776299289293691 0.0010748696498415625
leaf_count=736 344 707 344 58 99 209 195 350 79
internal_value=0 -0.0015141 0.00195321 0.00625798 0.0181007 0.000429813 -0.00607702 0.00450627 -0.0116425
internal_weight=0 0.0117167 0.00999038 0.00849118 0.00280054 0.00569065 0.0045485 0.00329779 0.00212016
internal_count=3121 2777 2041 1334 443 891 682 487 137
is_linear=0
shrinkage=0.0980392


Tree=3311
num_leaves=9
num_cat=0
split_feature=4 0 2 1 12 2 52 0
split_gain=3.59754e-05 3.85229e-05 7.12893e-05 0.000122335 8.39659e-05 7.63848e-05 8.03014e-05 5.8859e-05
threshold=0.27287000000000006 0.15398500000000004 0.092875000000000013 0.104035 0.090345000000000023 0.089775000000000008 -0.0064899999999999992 -0.084269999999999984
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 5 4 -4 6 -1 -8
right_child=-2 -3 3 -5 -6 -7 7 -9
leaf_value=-0.01956817021604448 0.013195650924484633 0.015267496927451205 -0.051140442314857197 0.0064723572186423176 -0.011016380937991616 0.023002945580276081 -0.0059676683727661085 0.020749266936163784
leaf_weight=0.0018711980209278069 0.0017029543593569283 0.0011009982081877376 0.0010029129284128894 0.0014267528166881926 0.0010022657345539281 0.0013250729678428459 0.0017707117477977405 0.0014347844037919256
leaf_count=572 352 50 246 202 462 233 502 502
internal_value=0 -0.00212337 -0.00407049 -0.0154713 -0.0310849 0.00204137 -0.00342983 0.00599087
internal_weight=0 0.0109347 0.0098337 0.00343193 0.00200518 0.00640177 0.00507669 0.0032055
internal_count=3121 2769 2719 910 708 1809 1576 1004
is_linear=0
shrinkage=0.0980392


Tree=3312
num_leaves=11
num_cat=0
split_feature=15 15 15 133 42 13 3 2 43 3
split_gain=3.01639e-05 7.43839e-05 5.24344e-05 5.12976e-05 5.84451e-05 7.74906e-05 7.40519e-05 0.000141241 6.91055e-05 3.94656e-05
threshold=-0.24436499999999997 -0.11713499999999999 -0.10091499999999999 -0.083244999999999986 -1.0000000180025095e-35 0.066795000000000007 0.092670000000000016 0.092875000000000013 -0.074359999999999996 0.12745000000000004
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 -4 -5 6 7 8 -6 -8
right_child=1 2 3 4 5 -7 9 -9 -10 -11
leaf_value=0.015875608055969125 -0.025999527174398931 0.021244927048974172 0.016962635858298335 -0.021408299723046743 0.015805842893463342 0.0236088072222654 0.02077290150673361 -0.043351886150902547 -0.017435702167439088 -0.0040744316064832706
leaf_weight=0.0010097163329815034 0.0010377196335197092 0.0010600104056379895 0.0012360780561117982 0.0014698373232606239 0.0011663103123749309 0.0010595942299583549 0.0011800781792903337 0.001037304477222771 0.0011449369804090274 0.0011821322193708572
leaf_count=253 231 85 378 532 503 145 117 355 423 99
internal_value=0 -0.00144673 0.00097148 -0.0012963 -0.00403524 -0.000263573 -0.00469294 -0.0138858 -0.000661229 0.00833843
internal_weight=0 0.011574 0.0105363 0.00947627 0.00824019 0.00677036 0.00571076 0.00334855 0.00231125 0.00236221
internal_count=3121 2868 2637 2552 2174 1642 1497 1281 926 216
is_linear=0
shrinkage=0.0961169


Tree=3313
num_leaves=10
num_cat=0
split_feature=4 1 16 48 49 15 4 4 43
split_gain=2.74086e-05 7.18106e-05 4.71998e-05 6.22496e-05 7.05682e-05 7.86942e-05 0.000159352 5.2612e-05 5.09729e-05
threshold=0.24564500000000003 0.111945 -0.094359999999999986 0.091545000000000015 -1.0000000180025095e-35 -0.016799999999999995 -0.077834999999999988 0.0049200000000000008 -0.080884999999999985
decision_type=2 2 2 2 2 2 2 2 2
left_child=2 -2 7 4 -4 -6 8 -1 -7
right_child=1 -3 3 -5 5 6 -8 -9 -10
leaf_value=0.0020586746571249538 -0.0072719391419613089 0.025766508748757445 -0.026761897670028116 0.019069858401634273 -0.019223497464328488 0.0085820784177911922 0.036474994440504609 -0.027656058412108664 -0.019296166910827667
leaf_weight=0.0010216094290219793 0.0012791510346888161 0.0012505242471366907 0.0010087331495380611 0.0015258048607114973 0.0013014612763529209 0.0012297530762436491 0.0013063871111553445 0.0013034221584198016 0.001293405335913544
leaf_count=201 150 276 351 267 471 192 382 192 639
internal_value=0 0.00906035 -0.00236375 0.00134748 -0.00305676 0.00160356 0.00868159 -0.0145995 -0.00570869
internal_weight=0 0.00252968 0.00999058 0.00766554 0.00613974 0.00513101 0.00382955 0.00232503 0.00252316
internal_count=3121 426 2695 2302 2035 1684 1213 393 831
is_linear=0
shrinkage=0.0980392


Tree=3314
num_leaves=13
num_cat=0
split_feature=484 403 403 42 160 43 3 3 151 16 4 1
split_gain=0.000103971 0.000111953 0.000106223 0.000101426 0.000135301 0.000154709 0.00019676 0.000108873 9.21348e-05 0.000247473 0.000167432 0.000141026
threshold=-0.0068949999999999992 0.096440000000000012 0.017340000000000005 -1.0000000180025095e-35 -0.082299999999999984 -0.074359999999999996 -0.080734999999999987 -0.11255999999999998 -0.0083949999999999979 -0.056919999999999991 0.053180000000000012 0.082535000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 -5 6 -6 -7 -9 10 -10 -11
right_child=1 -3 -4 4 5 7 -8 8 9 11 -12 -13
leaf_value=-0.00058569892403503843 -0.00040598920205774097 -0.00057591343122162118 0.00068409727717550156 -0.00051403830106008287 0.00016370309308050271 0.00057661290363924427 0.0012174207173537616 -0.00057765556342344998 -0.00011472641763880246 3.1732066870777762e-05 0.00087934696909673161 -0.0009720540160417443
leaf_weight=0.0011378284799291221 0.0017864558187144766 0.0010921620935515344 0.0010233219133894385 0.0012403334457072391 0.0018507399494042398 0.0011215082957823641 0.0010782534668300698 0.0011891398983528961 0.0011778398707768692 0.0010962545649635998 0.0014575309145776437 0.0010569280408351256
leaf_count=503 631 215 148 395 204 151 217 107 254 63 102 131
internal_value=0 2.88432e-05 7.57588e-05 2.80738e-05 9.6888e-05 0.00017245 0.000551609 1.60165e-05 -8.91601e-05 3.21478e-05 0.000435061 -0.000460994
internal_weight=0 0.0151705 0.0140783 0.013055 0.0112685 0.0100282 0.00292899 0.0070992 0.00597769 0.00478855 0.00263537 0.00215318
internal_count=3121 2618 2403 2255 1624 1229 421 808 657 550 356 194
is_linear=0
shrinkage=0.00196078


Tree=3315
num_leaves=9
num_cat=0
split_feature=484 160 133 42 12 47 4 4
split_gain=2.70516e-05 4.43733e-05 8.99393e-05 5.49559e-05 0.00010295 6.05625e-05 5.71567e-05 4.25646e-05
threshold=0.085515000000000022 -1.0000000180025095e-35 -1.0000000180025095e-35 0.088060000000000013 0.091545000000000015 0.09550500000000002 0.033845000000000007 -0.084369999999999987
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 -3 5 -5 6 7 -4
right_child=-2 2 3 4 -6 -7 -8 -9
leaf_value=-0.016530866245962495 0.012868432409431248 -0.021312583754141974 -0.010815850474182091 0.037472736629309257 -0.0039221122597203027 0.017560324660508067 -0.019224651024085899 0.011407118550779952
leaf_weight=0.0015170531085154067 0.0012894481657268015 0.0013985309216189836 0.0012841320028039375 0.0011080297842029694 0.001028897029331633 0.0013616229879311881 0.0016415326446806095 0.0018942772005419478
leaf_count=659 341 709 253 193 292 104 194 376
internal_value=0 -0.00154237 0.000797679 0.00451493 0.0175418 1.16337e-05 -0.00494583 0.00242866
internal_weight=0 0.0112341 0.00971702 0.00831849 0.00213693 0.00618156 0.00481994 0.00317841
internal_count=3121 2780 2121 1412 485 927 823 629
is_linear=0
shrinkage=0.0942322


Tree=3316
num_leaves=12
num_cat=0
split_feature=484 403 403 160 42 43 3 3 0 0 48
split_gain=0.000133706 0.000125408 0.000139503 0.000132096 0.000149763 0.000167841 0.000193552 0.000110787 0.00012584 0.000169621 8.42193e-05
threshold=-0.0068949999999999992 0.096440000000000012 0.025280000000000004 -0.082299999999999984 -1.0000000180025095e-35 -0.074359999999999996 -0.080734999999999987 -0.11255999999999998 -0.10096999999999999 -0.14920999999999998 0.086260000000000017
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 -5 6 -6 -7 9 10 -9
right_child=1 -3 -4 4 5 7 -8 8 -10 -11 -12
leaf_value=-0.00064655716494821478 -0.00052746362934393682 -0.00058642186074272585 0.00079422974831972165 -0.00045107759329445624 0.00019395710465827825 0.00059371985926965818 0.001220610834667437 0.00020721789895136587 -0.00048383059082544167 0.0006272166278417314 -0.00050465965162354339
leaf_weight=0.0011783428942211171 0.0014304483016655831 0.0011427562678348177 0.0010016992555647282 0.0016185637767808089 0.0018776231517551242 0.0011283766134979221 0.001131443056454148 0.0011455923785843591 0.0019647951823527025 0.0015684112645568777 0.0014447123762524328
leaf_count=503 455 215 137 572 204 151 217 64 462 90 51
internal_value=0 3.86562e-05 8.85674e-05 3.54597e-05 0.000103243 0.000190682 0.000579991 2.91434e-05 -7.48909e-05 0.000118314 -0.000189824
internal_weight=0 0.0154544 0.0143117 0.01331 0.0118795 0.010261 0.00300907 0.00725189 0.00612351 0.00415872 0.0025903
internal_count=3121 2618 2403 2266 1811 1239 421 818 667 205 115
is_linear=0
shrinkage=0.00196078


Tree=3317
num_leaves=10
num_cat=0
split_feature=42 47 16 4 3 43 3 16 15
split_gain=2.8189e-05 5.75411e-05 7.66699e-05 0.000171027 7.05251e-05 5.51189e-05 0.000128214 9.55415e-05 2.64536e-05
threshold=0.10256000000000001 0.11069000000000002 -0.48836499999999994 0.055260000000000011 0.10299500000000002 -0.072864999999999985 -0.08824499999999999 -0.056919999999999991 -0.088184999999999986
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 6 -4 8 -7
right_child=-2 -3 3 -5 -6 7 -8 -9 -10
leaf_value=0.019370051511705202 -0.015645441306267365 0.021080757230504055 -0.016157595952487811 -0.033857165514012987 0.020490409273113228 0.012240344932921841 0.031789608447954677 -0.035490353775200427 -0.010523597086228693
leaf_weight=0.001542542465710472 0.0010624994121139391 0.0013130003268007799 0.0010818492807567154 0.0016436870490436984 0.0015918015645182693 0.001024089843632961 0.0011511472539547625 0.0011163289474232 0.0010179013046517022
leaf_count=212 346 148 283 318 120 81 629 466 518
internal_value=0 0.00137977 -0.00116389 -0.00483553 0.00199559 -0.00346506 0.00855999 -0.011967 0.000892869
internal_weight=0 0.0114823 0.0101693 0.00862681 0.00698312 0.00539132 0.002233 0.00315832 0.00204199
internal_count=3121 2775 2627 2415 2097 1977 912 1065 599
is_linear=0
shrinkage=0.1


Tree=3318
num_leaves=12
num_cat=0
split_feature=403 42 43 160 16 133 0 16 151 13 0
split_gain=0.000122107 0.000117006 0.000195318 0.000163827 0.000160795 0.000235938 0.000118969 0.000170334 0.000207757 0.000166454 0.00021892
threshold=-1.0000000180025095e-35 -0.11466499999999999 -0.15582499999999996 0.099315000000000014 0.15891500000000003 0.089595000000000022 -0.036484999999999997 -0.056919999999999991 -0.0083949999999999979 -0.086589999999999986 -0.10224499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 5 6 7 8 -4 -10 -11
right_child=1 2 3 -5 -6 -7 -8 -9 9 10 -12
leaf_value=-0.00066287912830674826 -0.00060881627835742943 0.00071109653582323499 -0.00052704109277791394 -0.00072519276701125826 -0.00043579924261559694 0.0010344940719139843 0.0006941007429682039 -0.00052660871588643501 -0.00012064715590246348 0.00013137906707755959 0.0013381329806120773
leaf_weight=0.0010299137766834844 0.0010107415150806967 0.001669984798077122 0.0012718376188577754 0.0011013674896612714 0.001999107525548288 0.0010893875446799988 0.001001152261456517 0.0019170564385529477 0.0015000688332840843 0.0011890976253815804 0.0011245969131547123
leaf_count=756 127 119 136 185 354 219 134 486 266 79 260
internal_value=0 3.52533e-05 8.22097e-05 -3.91952e-06 6.76965e-05 0.000178388 6.18649e-05 -2.85243e-05 0.000159233 0.000388095 0.000717935
internal_weight=0 0.0148744 0.0138637 0.0121937 0.0110923 0.0090932 0.00800381 0.00700266 0.0050856 0.00381376 0.00231369
internal_count=3121 2365 2238 2119 1934 1580 1361 1227 741 605 339
is_linear=0
shrinkage=0.00196078


Tree=3319
num_leaves=13
num_cat=0
split_feature=403 124 484 151 4 15 1 52 4 4 52 4
split_gain=0.00010996 8.63587e-05 0.000130791 0.000128087 0.000152023 0.000159917 0.000110555 0.000107562 0.00012385 0.000232116 0.00011989 7.68405e-05
threshold=-1.0000000180025095e-35 -0.043384999999999993 -0.0068949999999999992 -0.090369999999999992 0.16173500000000005 0.090615000000000015 0.111945 -0.092399999999999982 -0.0024449999999999997 -0.084369999999999987 0.10473500000000001 0.053180000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 -4 5 7 -6 -5 9 10 -9 -10
right_child=1 2 3 4 6 -7 -8 8 11 -11 -12 -13
leaf_value=-0.00060443751369321881 0.00055079362935879874 -0.00069048040252940178 -0.00062884509522049203 -0.00039030993411932506 0.00014155516478785735 -0.00070331839249303317 0.00090325954715265284 -0.00043924116863054062 -0.00046985469118872352 0.00091383819756414781 0.00045355863922290845 0.00022905486711616866
leaf_weight=0.0011362168490050102 0.0011245359477163154 0.0010191899146069642 0.0010219020049724295 0.0015848105074789155 0.0016471335594685976 0.0011815771452336763 0.0013194523533186439 0.0012416224281247565 0.0014050747343252066 0.0018047789768717848 0.0010823908203468346 0.0010618544041915284
leaf_count=756 234 437 139 347 100 275 175 104 152 290 44 68
internal_value=0 2.75126e-05 -1.34378e-05 3.82479e-05 9.35419e-05 -2.90232e-05 0.000480339 6.83705e-05 0.000178582 0.000386271 -2.34267e-05 -0.000169019
internal_weight=0 0.0154943 0.0143698 0.0133506 0.0123287 0.00936211 0.00296659 0.00818053 0.00659572 0.00412879 0.00232401 0.00246693
internal_count=3121 2365 2131 1694 1555 1280 275 1005 658 438 148 220
is_linear=0
shrinkage=0.00196078


Tree=3320
num_leaves=12
num_cat=0
split_feature=47 42 131 14 49 133 15 48 0 3 12
split_gain=0.000100646 9.86798e-05 0.00014644 0.000150296 0.000114751 9.39933e-05 0.00016978 0.000158838 0.000234001 0.000117007 0.000115624
threshold=0.13148500000000005 0.09832500000000001 0.088610000000000008 -0.22253999999999999 0.0093850000000000027 0.061605000000000007 0.035560000000000008 0.086035000000000014 -0.13843999999999998 -0.055119999999999995 0.090455000000000021
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 6 7 8 -5 -7 -10
right_child=-2 -3 -4 4 -6 9 -8 -9 10 -11 -12
leaf_value=-0.00069337488313239227 -0.00055631558786153413 0.00049795363218814405 -0.00072908030729408721 0.0010056925542538092 0.00061938249639721383 -5.9720190762151725e-05 -0.00057507436572995973 -0.00039603330663575407 -0.00029139372021350101 0.00083379035386173912 0.00049320492462232089
leaf_weight=0.0010021198752703875 0.0012100668772971881 0.0015631898638983352 0.0010407721988104435 0.0012550404528100002 0.001424660691713678 0.0011442585373957707 0.0019594651666819561 0.0018367291265340459 0.001934126801720005 0.0011101366843460211 0.0011523692055868257
leaf_count=94 65 394 396 100 467 347 614 180 214 101 149
internal_value=0 3.09374e-05 -2.17359e-05 3.56937e-05 9.75221e-05 2.59801e-05 -7.21697e-05 8.73288e-05 0.00029182 0.000380273 1.54277e-06
internal_weight=0 0.0154229 0.0138597 0.0128189 0.0118168 0.0103921 0.00813773 0.00617827 0.00434154 0.0022544 0.0030865
internal_count=3121 3056 2662 2266 2172 1705 1257 643 463 448 363
is_linear=0
shrinkage=0.00196078


Tree=3321
num_leaves=10
num_cat=0
split_feature=474 160 133 0 43 1 2 4 16
split_gain=3.1211e-05 6.88007e-05 8.44913e-05 6.38659e-05 0.000101641 0.000140587 0.000107241 8.90207e-05 2.68157e-05
threshold=0.084660000000000027 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.20211999999999997 -0.09225499999999999 0.10920500000000001 0.10402500000000002 -0.0029599999999999995 0.15891500000000003
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 8 6 7 -6 -5
right_child=-2 2 3 4 5 -7 -8 -9 -10
leaf_value=-0.01968478104573004 0.016325256466227012 -0.019949911559040506 -0.012005021981786925 -0.017445305352940942 0.040030318873667606 0.050406384388008277 -0.017743771903773853 0.00298542990993163 0.0039865779910573584
leaf_weight=0.0017107140278632095 0.0010242399222159465 0.0014865180157476116 0.0016344657343289075 0.0012028662148030229 0.0011398621757843187 0.0010034896514607098 0.0010334484130274518 0.0013763505105161902 0.0010518011210908784
leaf_count=736 344 707 103 244 358 241 182 132 74
internal_value=0 -0.00152592 0.00160282 0.00539783 0.00957602 0.0180058 0.00884613 0.019767 -0.00744734
internal_weight=0 0.0116395 0.0099288 0.00844228 0.00680782 0.00455315 0.00354966 0.00251621 0.00225467
internal_count=3121 2777 2041 1334 1231 913 672 490 318
is_linear=0
shrinkage=0.0980392


Tree=3322
num_leaves=11
num_cat=0
split_feature=15 15 131 151 12 15 160 15 0 3
split_gain=3.20884e-05 6.61356e-05 5.32524e-05 8.14052e-05 7.5344e-05 0.000162657 0.00012262 0.000117855 5.86352e-05 4.94499e-05
threshold=-0.24436499999999997 -0.11713499999999999 0.088495000000000004 -0.077429999999999985 0.088305000000000008 0.024640000000000006 1.0000000180025095e-35 -0.037864999999999989 -0.084144999999999984 -0.082974999999999979
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 5 6 7 -5 -6 -10
right_child=1 2 -4 4 8 -7 -8 -9 9 -11
leaf_value=0.017015414984125326 -0.025766431036221726 0.026478060900288255 -0.020856682930435091 -0.01311167099338079 0.029221469118177093 -0.043259229188497207 -0.026633509009669133 0.029378168654039451 0.015739334470926802 -0.014492089538787421
leaf_weight=0.0010111248184507355 0.0010284953848864681 0.0012908214393554688 0.0010253023222221965 0.0010804331405174349 0.0011607163450942843 0.0010520573179620494 0.0011280792992437614 0.0016493004719156223 0.0011387390068968847 0.0010308760737860775
leaf_count=253 231 353 372 180 235 438 124 208 284 443
internal_value=0 -0.00156015 0.000798248 0.00312778 -0.00053002 -0.00840526 0.0010997 0.0125606 0.0110804 0.0013751
internal_weight=0 0.0115848 0.0105563 0.00953102 0.0082402 0.00490987 0.00385781 0.00272973 0.00333033 0.00216962
internal_count=3121 2868 2637 2265 1912 950 512 388 962 727
is_linear=0
shrinkage=0.1


Tree=3323
num_leaves=9
num_cat=0
split_feature=133 40 457 43 16 4 0 0
split_gain=2.86151e-05 5.46065e-05 6.37068e-05 6.51586e-05 8.72757e-05 5.92499e-05 9.75869e-05 9.23395e-05
threshold=-0.085499999999999979 -0.012109999999999998 0.080930000000000016 -0.17390999999999998 0.15891500000000003 -0.082109999999999975 -0.10096999999999999 -0.14832499999999996
decision_type=2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 5 -5 7 -7
right_child=1 2 -4 4 -6 6 -8 -9
leaf_value=0.013067764162313658 0.017533936109754206 0.010714862241292877 0.014568854162917512 0.011948568829992609 -0.035351017386956861 -0.018991021167161733 -0.038655637730737574 0.01604292274341769
leaf_weight=0.0014651978492529706 0.0012897636766622195 0.0015442523171254607 0.0015041914445589758 0.001319124818243542 0.001298446236171859 0.0016841227263115766 0.0010532292764394505 0.0013597674585373839
leaf_count=488 293 146 182 375 371 123 1002 141
internal_value=0 -0.00180461 -0.00435933 -0.0078067 -0.0120663 -0.00648423 -0.0124189 -0.00334065
internal_weight=0 0.0110529 0.00976313 0.00825894 0.00671469 0.00541624 0.00409712 0.00304389
internal_count=3121 2633 2340 2158 2012 1641 1266 264
is_linear=0
shrinkage=0.1


Tree=3324
num_leaves=12
num_cat=0
split_feature=47 484 4 43 52 16 1 2 43 12 15
split_gain=0.000120286 0.00010469 0.000121387 0.000103888 0.000150128 0.00013973 0.000221141 0.000131351 0.000168791 0.000134676 6.33831e-05
threshold=0.13148500000000005 -0.0068949999999999992 0.40473500000000007 -0.074359999999999996 0.10160000000000001 0.22339500000000004 1.0000000180025095e-35 0.088225000000000012 0.016310000000000002 0.081420000000000006 -0.07490999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 5 7 6 -3 9 10 -5 -9
right_child=-2 2 -4 4 -6 -7 -8 8 -10 -11 -12
leaf_value=-0.00054956618252578672 -0.00061601357454198875 -0.00045036639947033984 0.00061116408435700432 9.9310778466112732e-06 -0.00080954451563185193 0.00090058846967308354 0.0005754730824648512 0.00025310720723086005 0.0007072076345497482 -0.00087442782564852123 -0.0003624693779542795
leaf_weight=0.0010832744510198217 0.0011684617390603216 0.001599858927415136 0.0014943705725071086 0.0016667797113225297 0.0010331562221522449 0.0010183769291556843 0.0016321587904887802 0.0011253588858368621 0.0016130867557955699 0.0010982991463005442 0.0015006093774818426
leaf_count=493 65 420 281 89 249 148 287 128 151 538 272
internal_value=0 3.73578e-05 8.34903e-05 1.9317e-05 -0.000111794 0.000267241 6.76793e-05 -8.87071e-06 0.000207994 -0.000341339 -9.8664e-05
internal_weight=0 0.0148653 0.0137821 0.0122877 0.00803729 0.00425039 0.00323202 0.00700413 0.00423906 0.00276508 0.00262597
internal_count=3121 3056 2563 2282 1427 855 707 1178 551 627 400
is_linear=0
shrinkage=0.00196078


Tree=3325
num_leaves=10
num_cat=0
split_feature=15 15 15 13 13 15 15 43 43
split_gain=3.27265e-05 5.37983e-05 4.27403e-05 5.91676e-05 8.81407e-05 9.5997e-05 0.000119758 8.88745e-05 2.87004e-05
threshold=-0.24436499999999997 -0.11713499999999999 -0.10091499999999999 -0.095304999999999987 -0.033284999999999988 -0.037864999999999989 0.035560000000000008 -0.088004999999999986 0.055925000000000009
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 8 -5 -6 7 -7 -4
right_child=1 2 3 4 5 6 -8 -9 -10
leaf_value=0.017178445975961867 -0.023437047898313124 0.019596528616840331 0.0013770438453539341 -0.026021700226538786 -0.020186738521025576 0.045411761639947118 -0.011617407846225142 0.0059585231135737523 0.024869891133396188
leaf_weight=0.0010112944617212986 0.0010261438543884048 0.0010595836372478276 0.0010245455584614706 0.0016667751656209715 0.0016499245256858296 0.0010167852577243064 0.0017112851662539736 0.0013022192640010778 0.0010559899244156901
leaf_count=253 231 85 171 1160 317 52 560 229 63
internal_value=0 -0.00158415 0.000554114 -0.00158611 -0.00580187 0.000131337 0.00844917 0.0232571 0.013301
internal_weight=0 0.0115133 0.0104871 0.00942752 0.00734699 0.00568021 0.00403029 0.002319 0.00208054
internal_count=3121 2868 2637 2552 2318 1158 841 281 234
is_linear=0
shrinkage=0.1


Tree=3326
num_leaves=13
num_cat=0
split_feature=42 376 484 12 4 42 52 1 2 4 151 43
split_gain=0.000116181 0.000131005 0.00011974 0.000106516 0.000149145 0.000104314 9.09069e-05 0.000200998 0.000201839 7.8185e-05 9.33567e-05 0.000252071
threshold=-0.11466499999999999 1.0000000180025095e-35 -0.0068949999999999992 0.097825000000000009 0.09173000000000002 0.092395000000000019 0.13389000000000004 0.11061500000000002 0.099185000000000009 0.053180000000000012 -0.0067699999999999991 -0.0030899999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 5 -5 6 7 8 9 10 -4 -12
right_child=1 -3 3 4 -6 -7 -8 -9 -10 -11 11 -13
leaf_value=-0.00064869881629073386 -0.00065730190051562377 0.00072161386118548335 0.00021850203620705561 -5.9950820401189102e-05 0.00093119664744444432 -0.00055299589110324656 0.00056088579726994593 -0.00075879504345190499 0.00074910261130563195 0.0003434926782325382 0.00014383093645015463 -0.0010569827409517333
leaf_weight=0.0010171268715394735 0.0010273411891643025 0.0010001475307484667 0.0012703253798258731 0.0012138826709319301 0.001124360294283866 0.0013592004573199932 0.0010891310313042571 0.0012675789924828226 0.0014186074251941183 0.0012451974395554788 0.0014156737176879569 0.0012795788694459726
leaf_count=171 475 161 165 320 95 344 178 195 215 72 472 258
internal_value=0 3.65155e-05 -1.34594e-05 3.86905e-05 0.000416649 -4.67357e-05 2.98392e-05 -4.34015e-05 9.33861e-05 -8.51294e-05 -0.000219717 -0.000426259
internal_weight=0 0.014711 0.0137109 0.0126835 0.00233824 0.0103453 0.00898609 0.00789696 0.00662938 0.00521078 0.00396558 0.00269525
internal_count=3121 2950 2789 2314 415 1899 1555 1377 1182 967 895 730
is_linear=0
shrinkage=0.00196078


Tree=3327
num_leaves=12
num_cat=0
split_feature=484 15 457 4 47 16 16 2 1 4 2
split_gain=0.000115784 0.000105056 6.77302e-05 7.84346e-05 8.2082e-05 8.46228e-05 0.000202049 0.000238096 0.000114423 0.000110095 0.000205801
threshold=-0.0068949999999999992 -0.24436499999999997 -1.0000000180025095e-35 0.24564500000000003 0.09550500000000002 -0.014034999999999997 -0.078844999999999985 0.092365000000000017 0.08844500000000001 -0.49405499999999997 0.097070000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 5 6 7 8 -4 -7 -11
right_child=1 2 3 -5 -6 9 -8 -9 -10 10 -12
leaf_value=-0.00061088150434721034 0.00064775502801147462 -0.00048767279432829181 -6.639220217490221e-05 0.00045690849139389363 0.00038758340464315545 -0.00037848118961725219 -0.00095152047169835201 -0.00079146592490585263 0.00076545299339486248 -0.00012866384951180525 0.00085910395281354622
leaf_weight=0.0011235814770101148 0.001024579146892214 0.0010261486783377334 0.001494101883823725 0.0015012926817909141 0.0016226990047985617 0.0013158463952071542 0.0012429657985210184 0.0011268869106470323 0.0011066302192419136 0.0019050984882224243 0.0014120146516841698
leaf_count=503 232 150 547 153 144 126 396 160 105 355 250
internal_value=0 4.20442e-05 -3.0782e-06 3.59919e-05 -2.02975e-05 -8.92167e-05 -0.000266915 -3.86348e-05 0.000287564 0.000101431 0.000291805
internal_weight=0 0.0147783 0.0137537 0.0127275 0.0112262 0.00960354 0.00497058 0.00372762 0.00260073 0.00463296 0.00331711
internal_count=3121 2618 2386 2236 2083 1939 1208 812 652 731 605
is_linear=0
shrinkage=0.00196078


Tree=3328
num_leaves=13
num_cat=0
split_feature=42 43 4 48 2 2 0 43 0 16 4 3
split_gain=0.000123969 0.000123553 0.000191237 0.000154483 0.000247341 0.000207546 0.000240054 0.000141081 0.000123167 0.000136584 0.000215736 0.000181512
threshold=-0.11466499999999999 -0.17390999999999998 -0.49013999999999996 0.12879500000000002 0.099185000000000009 0.10699500000000002 -0.17169499999999996 0.08845500000000002 -0.060129999999999996 -0.083134999999999987 -0.0024449999999999997 -0.0080949999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 7 -6 -7 8 9 10 -4 -11
right_child=1 2 3 -5 5 6 -8 -9 -10 11 -12 -13
leaf_value=-0.00067331882810059993 0.00052229545058402602 -0.00084503649064167461 0.00078127483533140744 -0.00068889080897470141 0.0011681646954337505 0.0009115416277118419 -0.00023761889375190177 -0.00078164118688400081 0.00057544450701190798 -0.0010878140151927293 -0.0003215159046390474 2.0687569324841858e-05
leaf_weight=0.0010408786264089033 0.0017124368242800109 0.0010389015884534362 0.0011959093157251797 0.0010508006696225989 0.0011943783491068184 0.0011287520441437549 0.0018351561435187482 0.0010627964137974993 0.0011347920929527296 0.0010614473108562831 0.0015871657783769165 0.0012214707956253027
leaf_count=171 144 157 322 77 177 72 422 175 126 986 219 73
internal_value=0 2.61166e-05 -3.67683e-05 3.05557e-05 9.67441e-05 0.000478098 0.000200019 -0.000121575 -8.4414e-06 -0.000139233 0.000152362 -0.000494712
internal_weight=0 0.015224 0.0135116 0.0124727 0.0114219 0.00415829 0.00296391 0.00726358 0.00620079 0.00506599 0.00278308 0.00228292
internal_count=3121 2950 2806 2649 2572 671 494 1901 1726 1600 541 1059
is_linear=0
shrinkage=0.00196078


Tree=3329
num_leaves=10
num_cat=0
split_feature=4 0 43 1 43 47 4 151 12
split_gain=3.33646e-05 9.98101e-05 6.30082e-05 5.10745e-05 7.46856e-05 8.49979e-05 8.51637e-05 0.000142238 2.11642e-05
threshold=-0.49405499999999997 1.0000000180025095e-35 -0.24021999999999996 1.0000000180025095e-35 -0.074359999999999996 0.096300000000000011 0.053180000000000012 -0.0064299999999999991 0.089410000000000003
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 8 -5 6 7 -6 -4
right_child=1 -3 3 4 5 -7 -8 -9 -10
leaf_value=-0.016666602500889766 -0.023468298646179716 0.027528880839365236 -0.022959216410016841 0.024662707467854705 0.021723031774246029 -0.024942075611889488 0.023112148017009129 -0.02546537340536514 -0.0025661669854582258
leaf_weight=0.0011070497937993593 0.0011880917143887336 0.0013070047778905728 0.0010328316255300378 0.0015240753282476293 0.0011093266412131042 0.0011195333272162322 0.0017377124456884442 0.0015058945315099357 0.0010032215148062251
leaf_count=156 153 186 851 393 93 138 193 367 591
internal_value=0 0.00150827 -0.00181921 0.00102838 0.00508485 -0.000367558 0.00595278 -0.00544896 -0.012911
internal_weight=0 0.0115277 0.0102207 0.0090326 0.00699654 0.00547247 0.00435293 0.00261522 0.00203605
internal_count=3121 2965 2779 2626 1184 791 653 460 1442
is_linear=0
shrinkage=0.1


Tree=3330
num_leaves=10
num_cat=0
split_feature=4 0 0 42 1 13 151 15 2
split_gain=2.71114e-05 8.14969e-05 5.30801e-05 7.11038e-05 0.000125774 5.65129e-05 5.21536e-05 7.75447e-05 0.000123729
threshold=-0.49405499999999997 1.0000000180025095e-35 -0.053834999999999994 0.091295000000000015 0.077565000000000009 -0.094514999999999988 -0.044604999999999992 -0.074054999999999996 0.090675000000000019
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 -6 -7 8 -8
right_child=1 -3 -4 -5 5 6 7 -9 -10
leaf_value=-0.015041870492061273 -0.029543643844847541 0.024965818793937444 -0.020362394701407348 0.019619096828435642 0.024427612952738178 -0.021482917259894457 -0.0079159439134190053 -0.014793700669772182 0.038281969441478797
leaf_weight=0.0011041285535119119 0.0014469411763577029 0.0012975949631672612 0.0013187866662580606 0.001686066522052848 0.0010494424901580715 0.0010011985465405299 0.0011507594082830874 0.0013492580178325478 0.0011682900111154478
leaf_count=156 1197 186 186 567 166 164 121 290 88
internal_value=0 0.00136501 -0.00164601 0.0011424 -0.00320499 0.0034589 -0.00125368 0.00426752 0.0153576
internal_weight=0 0.0114683 0.0101707 0.00885196 0.00716589 0.00571895 0.00466951 0.00366831 0.00231905
internal_count=3121 2965 2779 2593 2026 829 663 499 209
is_linear=0
shrinkage=0.1


Tree=3331
num_leaves=9
num_cat=0
split_feature=159 1 42 133 15 3 15 2
split_gain=2.78948e-05 4.32834e-05 4.83986e-05 8.11156e-05 0.000100955 9.67603e-05 9.71066e-05 5.3772e-05
threshold=-0.032739999999999991 0.13146500000000003 0.092145000000000019 0.076280000000000014 0.035560000000000008 -0.10023499999999998 -0.008624999999999999 0.089885000000000007
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 -2 7 -7
right_child=1 -3 -4 -5 -6 6 -8 -9
leaf_value=-0.016038350978158061 0.0250202268967065 0.020333472768032025 -0.016711913040594082 0.020538954676057812 -0.027869298816799417 -0.029696133929203051 0.02230921792426601 -0.0029230542706531969
leaf_weight=0.0010056184171967275 0.0014758193347886982 0.0010853909489712604 0.001589835761454046 0.0019011563002114878 0.0013022743646023734 0.0012346887588461767 0.0010025314336353881 0.0019116373526030686
leaf_count=421 220 216 463 584 624 217 108 268
internal_value=0 0.0013294 -0.00065053 0.00224193 -0.00277983 0.0030291 -0.00479351 -0.0134294
internal_weight=0 0.0115033 0.0104179 0.00882811 0.00692695 0.00562468 0.00414886 0.00314633
internal_count=3121 2700 2484 2021 1437 813 593 485
is_linear=0
shrinkage=0.1


Tree=3332
num_leaves=9
num_cat=0
split_feature=133 160 157 42 151 4 16 52
split_gain=3.09992e-05 5.61672e-05 0.000109428 6.15708e-05 7.2708e-05 0.000115006 7.33151e-05 9.12875e-05
threshold=-0.085499999999999979 -1.0000000180025095e-35 -0.04831499999999999 -1.0000000180025095e-35 -0.0083949999999999979 0.076415000000000025 -0.056919999999999991 0.024145000000000003
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 -2 -3 -5 6 -6 -8
right_child=1 3 -4 4 5 -7 7 -9
leaf_value=0.013665446061798529 0.008835206813846171 -0.016497212520460602 -0.035012180235006247 -0.014278221863873092 0.017846246676107312 0.033088038361827103 -0.031976047948417109 0.0073966575261295575
leaf_weight=0.0014533340436364362 0.0010158152019276924 0.0015166856256360025 0.0012944755886816828 0.0014553939762638659 0.0016709518560544413 0.0016434498672693899 0.001027861755917423 0.0013787977823579434
leaf_count=488 300 502 566 287 340 202 364 72
internal_value=0 -0.00187384 -0.0157329 0.00180933 0.00567827 0.010755 0.00175391 -0.00941906
internal_weight=0 0.0110034 0.00231029 0.00869314 0.00717646 0.00572106 0.00407761 0.00240666
internal_count=3121 2633 866 1767 1265 978 776 436
is_linear=0
shrinkage=0.1


Tree=3333
num_leaves=10
num_cat=0
split_feature=150 151 11 15 3 52 3 1 2
split_gain=2.63036e-05 0.000115473 6.43317e-05 7.83765e-05 0.000134856 9.2941e-05 0.00012062 8.74051e-05 4.91751e-05
threshold=0.081835000000000019 -0.024429999999999997 1.0000000180025095e-35 -0.016799999999999995 0.099930000000000005 0.090245000000000006 -0.08824499999999999 0.099660000000000012 0.084055000000000005
decision_type=2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 7 6 -5 -1 -8
right_child=1 -3 -4 5 -6 -7 8 -9 -10
leaf_value=-0.014933080879823184 0.030668493370340239 -0.014136004307925333 -0.025681174464629534 -0.010771470697256287 -0.033894286614840889 -0.0091457108882500356 0.04528455838573231 0.02251677251660315 0.017113106594398957
leaf_weight=0.0011839245208192255 0.0011766288439129281 0.0010429671963868977 0.001007353843418878 0.0010013376412606875 0.0014463095620292563 0.0019187668016983333 0.0010775311418718802 0.0012124662807822967 0.0013314824837609655
leaf_count=687 274 146 211 282 151 431 278 262 399
internal_value=0 0.00961528 -0.00216359 0.000419384 -0.0102533 0.00811522 0.0178267 0.00401487 0.029714
internal_weight=0 0.0022196 0.0101792 0.00917182 0.0038427 0.00532912 0.00341035 0.00239639 0.00240901
internal_count=3121 420 2701 2490 1100 1390 959 949 677
is_linear=0
shrinkage=0.0980392


Tree=3334
num_leaves=12
num_cat=0
split_feature=124 4 13 48 0 4 15 47 12 1 12
split_gain=9.70366e-05 9.62185e-05 0.000113126 0.000114873 0.000157459 0.000233787 9.63593e-05 0.000138549 0.000103377 0.000180793 0.000118527
threshold=-0.043384999999999993 -0.49405499999999997 -0.23438999999999996 0.11951500000000001 -0.17169499999999996 0.018150000000000003 -0.11713499999999999 0.09550500000000002 0.092355000000000007 0.088485000000000022 0.088245000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 5 -4 -6 8 9 10 -8
right_child=1 2 3 -5 6 -7 7 -9 -10 -11 -12
leaf_value=0.00057081335971939239 -0.00058348818504228819 0.00058448088342019124 -0.00015940727238568337 -0.00068984265511343147 -0.00062608157006378102 0.0011389630715458474 -0.00016205736778082279 0.00051814087412434728 -0.00062922552166341393 -0.00058376449038167251 0.00061465791102599282
leaf_weight=0.0010507555218294507 0.0011772540614705162 0.0011663191513505674 0.0010822921345132802 0.0010045784761751201 0.0012175552487588715 0.0010509288067568345 0.0014084035909872317 0.0014257854133601644 0.0013956561458076649 0.0014668476998895932 0.0016290509956248794
leaf_count=259 141 137 70 84 249 74 780 126 668 222 311
internal_value=0 -4.69687e-05 2.1945e-06 -5.59449e-05 3.70004e-06 0.000480233 -0.000115288 -3.0393e-05 -0.000162952 -1.84772e-05 0.000254511
internal_weight=0 0.0140247 0.0128474 0.0116811 0.0106765 0.00213322 0.0085433 0.00732574 0.00589996 0.0045043 0.00303745
internal_count=3121 2862 2721 2584 2500 144 2356 2107 1981 1313 1091
is_linear=0
shrinkage=0.00196078


Tree=3335
num_leaves=9
num_cat=0
split_feature=42 47 16 4 3 52 15 4
split_gain=2.73505e-05 4.89538e-05 6.41143e-05 0.000161811 7.09363e-05 6.17581e-05 7.61698e-05 6.42164e-05
threshold=0.10256000000000001 0.11069000000000002 -0.48836499999999994 0.055260000000000011 0.10299500000000002 -0.088204999999999992 -0.022504999999999997 -0.083854999999999985
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 -4 -7 -8
right_child=-2 -3 3 -5 -6 6 7 -9
leaf_value=0.018044596311314994 -0.015404898975643431 0.019871158985957659 -0.025357651566759544 -0.032981253520199733 0.020685654075085089 0.018316085209962193 0.0047360892342008564 -0.02716247192973234
leaf_weight=0.0015094718653607076 0.0010606284672590146 0.0012720169321271185 0.001022158554419444 0.001599700134614801 0.0016111996461163347 0.0017163053721759264 0.0014797323062261147 0.00110045189355493
leaf_count=212 346 148 471 318 120 424 377 705
internal_value=0 0.00138948 -0.000952282 -0.00431415 0.00230342 -0.00326519 0.00199073 -0.00886869
internal_weight=0 0.011311 0.010039 0.00852955 0.00692985 0.00531865 0.00429649 0.00258018
internal_count=3121 2775 2627 2415 2097 1977 1506 1082
is_linear=0
shrinkage=0.1


Tree=3336
num_leaves=8
num_cat=0
split_feature=4 16 2 133 52 4 0
split_gain=2.97195e-05 4.4428e-05 6.63431e-05 6.96452e-05 9.47056e-05 0.000108107 9.3083e-05
threshold=0.40473500000000007 -0.36241499999999999 0.10912000000000001 0.090310000000000015 0.077655000000000016 -0.04890499999999999 -0.10607499999999999
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 4 5 -3 -7
right_child=-2 2 -4 -5 -6 6 -8
leaf_value=-0.017729114258717257 0.013557801323818789 -0.030243086799166249 0.017974164481948229 -0.025742662299598769 0.021394380701601594 0.019333548743164841 -0.013783341142169428
leaf_weight=0.0015120006688091317 0.0014203670755750649 0.0013597506326637168 0.0018045400530177841 0.0011747728079990038 0.0016491415382527668 0.0017339705680347623 0.0016624685691949582
leaf_count=180 304 447 383 460 607 131 609
internal_value=0 -0.00182115 0.000741856 -0.00336051 0.000744495 -0.00641556 0.00312369
internal_weight=0 0.0108966 0.00938464 0.0075801 0.00640533 0.00475619 0.00339644
internal_count=3121 2817 2637 2254 1794 1187 740
is_linear=0
shrinkage=0.1


Tree=3337
num_leaves=9
num_cat=0
split_feature=47 4 4 3 13 160 0 1
split_gain=2.67656e-05 8.78522e-05 5.13246e-05 6.50198e-05 6.04434e-05 5.85067e-05 4.46778e-05 3.16721e-05
threshold=0.12431000000000002 0.24564500000000003 0.055260000000000011 0.10299500000000002 -0.033284999999999988 1.0000000180025095e-35 -0.060129999999999996 0.11061500000000002
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 6 -6 -3
right_child=-2 7 -4 -5 5 -7 -8 -9
leaf_value=-0.019712862085157538 -0.014649576763714671 0.0067870240125728733 -0.020223754474043648 0.01830618496027862 -0.0010334225799871772 -0.018787493758490481 0.023254968208267619 0.031002665470679092
leaf_weight=0.0018018961799920082 0.0011383153720004877 0.0010270209476552147 0.0014386711635187835 0.0015960972988946498 0.0018370051553203443 0.0010020874529300299 0.0012885992274932496 0.0011392442033147801
leaf_count=1211 91 134 246 122 681 173 195 268
internal_value=0 0.0014495 -0.0029178 0.000390548 -0.00443189 0.00223883 0.00898 0.0195221
internal_weight=0 0.0111306 0.00896436 0.00752569 0.00592959 0.00412769 0.0031256 0.00216627
internal_count=3121 3030 2628 2382 2260 1049 876 402
is_linear=0
shrinkage=0.1


Tree=3338
num_leaves=12
num_cat=0
split_feature=484 42 43 3 3 16 48 133 1 2 4
split_gain=9.28414e-05 7.66759e-05 9.10611e-05 0.000162749 0.000175192 0.000111183 0.000154067 0.000128621 7.83223e-05 7.75912e-05 0.000137467
threshold=-0.0068949999999999992 -0.11051499999999999 -0.074359999999999996 -0.077774999999999983 -0.10519499999999998 0.22339500000000004 0.085845000000000019 -0.0061299999999999992 0.10752500000000002 0.10882500000000002 0.053180000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 -3 6 7 -4 -8 10 -9
right_child=1 2 5 -5 -6 -7 8 9 -10 -11 -12
leaf_value=-0.00057319945790645151 -0.00049035159378455742 0.00052430907762819026 -0.00025020004486554797 0.00090311357000862915 -0.00044858590099261915 -0.0005473442265971736 -0.00078018702530636963 0.00024933363041198809 -2.4798290401055612e-05 -2.3603479528987567e-05 0.0011539684616025234
leaf_weight=0.0010489350919710072 0.0010030110277377156 0.0014746724438445963 0.0014971541074949146 0.001251377714682902 0.0013752390520943153 0.0013976993673933871 0.0010249760713206824 0.0016434083638847464 0.001087772309305457 0.0010476470608217952 0.0010639136569238453
leaf_count=503 159 118 560 289 463 221 136 349 88 151 84
internal_value=0 3.18076e-05 7.2521e-05 0.000313659 5.48337e-05 -4.03428e-05 5.58755e-05 0.000235745 -0.000391267 0.000429498 0.000604834
internal_weight=0 0.0138669 0.0128639 0.00410129 0.00284991 0.00876257 0.00736487 0.00525212 0.00211275 0.00375497 0.00270732
internal_count=3121 2618 2459 870 581 1589 1368 1144 224 584 433
is_linear=0
shrinkage=0.00196078


Tree=3339
num_leaves=12
num_cat=0
split_feature=48 0 2 403 0 1 42 3 13 3 13
split_gain=0.000105923 0.000119701 0.000240569 7.31258e-05 8.33477e-05 0.000141548 0.000178091 0.000107031 0.000195871 8.74601e-05 7.56913e-05
threshold=0.12737000000000001 -0.17169499999999996 0.10912000000000001 0.096440000000000012 -0.077999999999999986 0.11323000000000001 0.088200000000000014 0.076840000000000006 -0.036034999999999991 -1.0000000180025095e-35 0.065590000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 6 9 8 -6 -3 -10
right_child=-2 3 -4 -5 7 -7 -8 -9 10 -11 -12
leaf_value=-7.6604103388561412e-05 -0.00062123129251021448 -0.00095094590027737069 0.0011697932905735718 -0.00054315550054857473 -0.00028948570301955996 0.00047584618577185161 0.00030474419947902902 -0.00026102378022356732 0.0010516126058756677 -0.00026425057532017957 0.00037754464926420447
leaf_weight=0.001462689066095371 0.0010023792553654773 0.0014274257253661564 0.0010040561379903098 0.001031803111530478 0.0012807128677569139 0.0010119572488835379 0.0011548926252508626 0.00158738998735726 0.0010551023647902566 0.0014249183182222227 0.0016297787104494511
leaf_count=106 96 1078 67 225 440 134 365 122 227 58 203
internal_value=0 3.84758e-05 0.000430726 -4.49077e-05 3.71932e-06 -0.000179403 -0.000344874 0.000169238 0.000341468 -0.0006079 0.000642439
internal_weight=0 0.0140707 0.00246675 0.011604 0.0105722 0.00501919 0.00400724 0.00555298 0.00396559 0.00285234 0.00268488
internal_count=3121 3025 173 2852 2627 1635 1501 992 870 1136 430
is_linear=0
shrinkage=0.00196078


Tree=3340
num_leaves=9
num_cat=0
split_feature=4 43 13 15 1 43 0 1
split_gain=2.72819e-05 7.40432e-05 7.66771e-05 5.4323e-05 9.75257e-05 8.79943e-05 8.59523e-05 5.54604e-05
threshold=-0.49405499999999997 -0.24021999999999996 0.016935000000000002 -0.0058549999999999991 0.090740000000000015 -0.04890499999999999 -0.083914999999999976 0.11181500000000001
decision_type=2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 -3 -6 -5 -7
right_child=1 2 -4 6 5 7 -8 -9
leaf_value=-0.014790906817256847 -0.021915395770165314 -0.031488534311148744 0.028884680996127392 0.024957925748692027 0.026057272376712279 0.0062720997346191821 -0.0043019204631484648 -0.020486689393871802
leaf_weight=0.0010992034732404373 0.0011729996385120454 0.001090015882992121 0.0010729018308832617 0.0018785768403867336 0.0010444479432953615 0.001499276791965376 0.0019841848581464779 0.0014787635295051404
leaf_count=156 156 787 287 455 291 112 670 207
internal_value=0 0.00139329 0.00411429 0.00115325 -0.00547655 0.00157219 0.00992802 -0.00701514
internal_weight=0 0.0112212 0.0100482 0.00897527 0.0051125 0.00402249 0.00386276 0.00297804
internal_count=3121 2965 2809 2522 1397 610 1125 319
is_linear=0
shrinkage=0.0980392


Tree=3341
num_leaves=10
num_cat=0
split_feature=11 43 13 0 48 1 12 42 4
split_gain=2.85801e-05 4.04755e-05 7.60429e-05 8.61119e-05 0.00010051 0.000137177 6.97339e-05 9.88196e-05 6.00588e-05
threshold=0.079915000000000014 -0.052894999999999991 -0.095304999999999987 -0.10011499999999998 0.086035000000000014 0.092695000000000013 0.051320000000000005 0.088200000000000014 -0.077679999999999985
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 6 8 4 5 -4 -1 -8 -3
right_child=-2 2 3 -5 -6 -7 7 -9 -10
leaf_value=0.026799891007726066 -0.015257935582048864 0.03000721984742916 0.038133566248437924 -0.027342628337745124 -0.022742086519739694 -0.01202650239766114 -0.020234656646405214 0.018268492055293233 -0.0027451460243300505
leaf_weight=0.0014184003387486214 0.0010822883773582434 0.0010013935598864737 0.0010329385288485328 0.0017230197125208528 0.0012161646399970749 0.0010636713313468826 0.001236721975666212 0.0013293995905356202 0.0011632453327171588
leaf_count=282 199 68 102 1001 80 81 690 400 218
internal_value=0 0.0014267 -0.0029605 -0.00956604 -0.000320196 0.0126859 0.00935481 -0.000287796 0.0124066
internal_weight=0 0.011185 0.00720043 0.00503579 0.00331277 0.00209661 0.00398452 0.00256612 0.00216464
internal_count=3121 2922 1550 1264 263 183 1372 1090 286
is_linear=0
shrinkage=0.0980392


Tree=3342
num_leaves=12
num_cat=0
split_feature=47 42 131 16 16 12 52 16 0 4 2
split_gain=8.74653e-05 7.27846e-05 9.2828e-05 6.92561e-05 9.79838e-05 0.000137569 8.46075e-05 9.93445e-05 7.70639e-05 7.20516e-05 2.14225e-05
threshold=0.13148500000000005 0.09832500000000001 0.084390000000000007 0.0065250000000000004 -0.48836499999999994 0.089795000000000014 0.0031350000000000002 -0.056919999999999991 -0.14920999999999998 -0.10429499999999998 0.10136500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 6 7 8 -6 10 -5
right_child=-2 -3 -4 9 5 -7 -8 -9 -10 -11 -12
leaf_value=0.00034301531972575012 -0.00056108481845046408 0.00045879924535521468 -0.00055461509070392945 0.00022961486542230879 -0.00031410942103512264 -0.00082449378317217081 0.00040731456274429022 -0.00067739065396437011 0.00037945217021921395 0.00059034876887635764 -0.0001709360784261272
leaf_weight=0.0017179813245139482 0.0010317536589134488 0.0013749630092515031 0.0011216401366584668 0.0010037087258616406 0.0012634556795070306 0.0010717542736421361 0.0011843476838553201 0.001133274741703264 0.0012018570198118386 0.0014968444049655739 0.0010507739761449475
leaf_count=188 65 394 440 126 55 403 432 361 228 318 111
internal_value=0 3.10427e-05 -1.69866e-05 3.72229e-05 -6.87267e-05 -0.000189547 -4.72688e-05 -0.000196879 2.40067e-05 0.000263144 2.47514e-05
internal_weight=0 0.0136206 0.0122456 0.011124 0.00757267 0.00585469 0.00478294 0.00359859 0.00246531 0.00355133 0.00205448
internal_count=3121 3056 2662 2222 1667 1479 1076 644 283 555 237
is_linear=0
shrinkage=0.00196078


Tree=3343
num_leaves=10
num_cat=0
split_feature=4 43 13 51 4 2 4 2 15
split_gain=2.64665e-05 6.64867e-05 6.85408e-05 5.33357e-05 7.58934e-05 9.46149e-05 9.34802e-05 7.85602e-05 0.00010379
threshold=-0.49405499999999997 -0.24021999999999996 0.016935000000000002 -0.076794999999999988 -0.083854999999999985 0.089775000000000008 0.053180000000000012 0.092875000000000013 -0.10324499999999999
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 -5 6 -6 -7 -9
right_child=1 2 -4 4 5 7 -8 8 -10
leaf_value=-0.014888108839752216 -0.021141301577200622 -0.017422596495327108 0.02795381609924415 0.026057116775491124 -0.032563983019685785 0.033685328208636171 0.0068748259803774053 0.024159035896981103 -0.014941435396693138
leaf_weight=0.0010943945922095291 0.0011702755556676639 0.0013139952823343183 0.0010710622193563042 0.0013336630780347589 0.00139289059209426 0.0010017233657247521 0.0010571147390581032 0.0011494320109983831 0.0016583017855808801
leaf_count=156 156 389 287 337 827 161 153 224 431
internal_value=0 0.00140844 0.00405315 0.00117914 0.00439818 -0.000216543 -0.0155471 0.00964314 0.00106554
internal_weight=0 0.0111485 0.00997818 0.00890712 0.00759313 0.00625946 0.00245001 0.00380946 0.00280773
internal_count=3121 2965 2809 2522 2133 1796 980 816 655
is_linear=0
shrinkage=0.1


Tree=3344
num_leaves=13
num_cat=0
split_feature=484 15 403 42 131 16 16 48 15 4 15 0
split_gain=9.60868e-05 0.000145702 7.59887e-05 0.000130169 9.68773e-05 8.72918e-05 0.000101697 0.000108565 0.000171635 0.00012198 7.55924e-05 0.000185836
threshold=-0.0068949999999999992 -0.24436499999999997 0.096440000000000012 0.09832500000000001 0.084390000000000007 -0.08595499999999999 -0.056919999999999991 0.084855000000000014 -0.0088349999999999974 -0.27825499999999997 -0.03241999999999999 -0.20211999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 5 10 -7 8 -8 -10 11 -3
right_child=1 2 -4 -5 -6 6 7 -9 9 -11 -12 -13
leaf_value=-0.00055373197671543869 0.00074586864810172019 -0.00053081705666816826 -0.00052355346819023295 0.00060128715720178636 -0.00059234293899831491 0.00067988152908888145 -0.00078439535943970967 0.00058785855782264151 -0.00028435747769335715 0.00053263629092318221 -0.00055909095138702595 0.00060296109369364632
leaf_weight=0.0011406543558900766 0.0010359926418842648 0.001165438730950541 0.0010508158749850264 0.0013458578774153554 0.0011160669014847338 0.0011741467573523779 0.0010672802262603602 0.0010805551755655868 0.0013556994048942732 0.0014584744802620146 0.0015034355389144712 0.0010625805239148824
leaf_count=503 232 62 200 270 336 246 266 174 132 230 276 194
internal_value=0 3.74484e-05 -1.7402e-05 2.5736e-05 -4.47877e-05 1.7143e-05 0.000160957 3.81654e-05 -0.000114863 0.000139058 -0.000219351 9.90115e-06
internal_weight=0 0.0144163 0.0133804 0.0123295 0.0109837 0.00986761 0.00613616 0.00496201 0.00388145 0.00281417 0.00373145 0.00222802
internal_count=3121 2618 2386 2186 1916 1580 1048 802 628 362 532 256
is_linear=0
shrinkage=0.00196078


Tree=3345
num_leaves=10
num_cat=0
split_feature=11 48 0 1 42 43 12 16 4
split_gain=2.77128e-05 4.12636e-05 0.000127529 4.46557e-05 6.72449e-05 7.33383e-05 7.85487e-05 5.99963e-05 3.78127e-05
threshold=0.079915000000000014 0.016865000000000002 -0.20211999999999997 0.12500000000000003 0.086325000000000013 -0.084004999999999982 0.088305000000000008 -0.091114999999999988 0.053180000000000012
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 3 -3 4 5 -1 8 -6 -7
right_child=-2 2 -4 -5 7 6 -8 -9 -10
leaf_value=0.023746109448950076 -0.015294740554813051 -0.010104828226785482 0.030587058209655522 0.017008309069364742 -0.0034604651643330778 -0.031105945758405109 0.011657410733100081 -0.037757708905217402 -0.0053056793675078408
leaf_weight=0.0011087921158221088 0.0010863095190488956 0.0014665318719453424 0.0016220371766233191 0.0010401864721510815 0.0010275814446555234 0.0010617182676246162 0.0015879633645362948 0.0010126943482465715 0.0012217069578961191
leaf_count=389 199 82 490 188 198 460 306 689 120
internal_value=0 0.00143745 0.0112655 -0.00232833 -0.00519334 0.00107091 -0.00542343 -0.020484 -0.017302
internal_weight=0 0.0111492 0.00308857 0.00806064 0.00702046 0.00498018 0.00387139 0.00204028 0.00228343
internal_count=3121 2922 572 2350 2162 1275 886 887 580
is_linear=0
shrinkage=0.1


Tree=3346
num_leaves=9
num_cat=0
split_feature=457 15 15 43 12 2 4 4
split_gain=2.78165e-05 5.20663e-05 7.56037e-05 7.05685e-05 0.000126028 7.63338e-05 0.000100458 4.06896e-05
threshold=0.045365000000000009 0.091915000000000011 0.088235000000000022 -0.04890499999999999 0.051320000000000005 0.098260000000000014 0.053180000000000012 0.053925000000000008
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 6 -5 -7
right_child=-2 -3 -4 5 -6 7 -8 -9
leaf_value=0.03425082132069384 0.011546428713688519 -0.023151711318972101 0.024132486027055904 -0.040851158303336153 -0.0063558377467252307 0.012760493052264274 -0.00080463688066600828 -0.011067236943022358
leaf_weight=0.0011657326034930759 0.0017108690365686069 0.0010052110939527776 0.0011283715948371973 0.0013223502124659161 0.0019865392410877694 0.0014222648145415778 0.0011053598684631239 0.0013358020766909198
leaf_count=218 289 465 233 520 848 215 134 199
internal_value=0 -0.0019371 0.000315621 -0.00290747 0.00866079 -0.00993945 -0.0226176 0.00122012
internal_weight=0 0.0104716 0.00946642 0.00833805 0.00315227 0.00518578 0.00242771 0.00275807
internal_count=3121 2832 2367 2134 1066 1068 654 414
is_linear=0
shrinkage=0.0980392


Tree=3347
num_leaves=13
num_cat=0
split_feature=484 133 47 42 43 12 16 133 160 13 4 1
split_gain=9.48197e-05 8.72071e-05 7.8571e-05 0.000120536 0.000137544 8.79749e-05 0.000117049 0.000143873 0.000113212 0.000114607 0.000136674 5.36415e-06
threshold=-0.0068949999999999992 0.10722500000000001 0.13148500000000005 -1.0000000180025095e-35 -0.14968999999999996 0.10227500000000002 0.15891500000000003 0.061605000000000007 0.086870000000000017 -0.086919999999999983 -1.0000000180025095e-35 0.10471500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 -5 6 7 8 9 -6 -11 -12
right_child=1 -3 -4 4 5 -7 -8 -9 -10 10 11 -13
leaf_value=-0.00057684835172239278 -0.00039015579869401538 -0.00049495027650463361 -0.00045078658864460496 0.00086507537125847219 -0.00026631885089632875 0.0006670544255615343 -0.0005315100912729611 0.0008055256557828902 -0.00055187889621394291 0.00084246899785959961 -6.4083938438682574e-05 0.0001378016838209286
leaf_weight=0.0010718987251785847 0.001561056375849911 0.001127644377159359 0.0010130917536237414 0.0010555628470535474 0.0016872106674648705 0.0010030416301277873 0.0011394753367173199 0.0010775562649634803 0.0010668339384296843 0.0013511617834422009 0.0010089529504737531 0.0010150620511037789
leaf_count=503 659 364 43 89 343 86 270 311 65 217 86 85
internal_value=0 2.8082e-05 7.35241e-05 0.000117915 0.000194141 0.000118391 5.24533e-05 0.000144785 2.86223e-05 0.000150956 0.000359546 3.71635e-05
internal_weight=0 0.0141066 0.012979 0.0119659 0.0104049 0.00934929 0.00834625 0.00720678 0.00612922 0.00506239 0.00337518 0.00202402
internal_count=3121 2618 2254 2211 1552 1463 1377 1107 796 731 388 171
is_linear=0
shrinkage=0.00196078


Tree=3348
num_leaves=12
num_cat=0
split_feature=48 50 4 3 52 13 0 2 12 49 2
split_gain=0.000185413 0.000117551 0.000164859 9.6534e-05 0.000106549 0.000129562 0.000132502 0.00018176 0.000124334 0.000118397 0.000150045
threshold=0.12879500000000002 0.088425000000000017 0.40473500000000007 0.11924500000000002 -0.12005499999999998 -0.033284999999999988 -0.077809999999999976 0.095195000000000016 0.088305000000000008 -0.069799999999999987 0.088475000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 8 9 -8 -6 -7 -11
right_child=-2 -3 -4 -5 5 6 7 -9 -10 10 -12
leaf_value=-0.00053832598670896018 -0.00077706560159799371 -0.0005012766906253909 0.00080835207448399365 0.00048240922324371241 0.00016326847878950961 -0.00055247701929379378 0.0010012136194702209 -4.5414716877976085e-05 -0.0006975096544452465 -0.00017851140903288893 0.00075784518026444849
leaf_weight=0.001379016280176123 0.0011204586753157586 0.0013482699975875751 0.0011727258729004207 0.0016309446926351381 0.0011451610790553486 0.0011783043563926565 0.001444655538194296 0.0011423864268267497 0.0014776289815636515 0.0016712714163244881 0.0010851867685621672
leaf_count=411 90 525 261 93 496 80 114 116 419 348 168
internal_value=0 5.04549e-05 0.000106272 3.85316e-05 -3.02603e-05 4.63566e-05 0.000194364 0.000539043 -0.000321677 -3.2257e-05 0.000190122
internal_weight=0 0.0146756 0.0133273 0.0121546 0.0105236 0.00914459 0.0065218 0.00258704 0.00262279 0.00393476 0.00275646
internal_count=3121 3031 2506 2245 2152 1741 826 230 915 596 516
is_linear=0
shrinkage=0.00196078


Tree=3349
num_leaves=12
num_cat=0
split_feature=48 151 15 4 13 3 4 15 4 12 47
split_gain=0.000132061 0.000122747 0.00013603 9.72689e-05 0.000108012 0.000182085 0.000101815 0.000100158 0.000113077 0.000106176 9.86873e-05
threshold=0.12879500000000002 0.059255000000000009 0.091915000000000011 0.40473500000000007 -0.017449999999999997 -0.078934999999999991 0.022185000000000003 -0.040439999999999997 -0.059649999999999988 0.089735000000000023 0.092710000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 -1 -7 10 9 -9 -6
right_child=-2 -3 -4 -5 7 6 -8 8 -10 -11 -12
leaf_value=-0.00085740663521360742 -0.00068195218954025241 0.0007018555997157143 -0.00069435154976663007 0.00052552881797679311 0.00017140694733690725 0.00031637272146376664 -0.00041397284511534427 -0.00026165131551976711 0.00085769326749168123 0.00055109394241785068 -0.00058948493466189349
leaf_weight=0.0013219932419118699 0.0010269588398168624 0.0010189278885050996 0.0010144633174580609 0.001472230274297672 0.0016298764074390206 0.0017774148777127236 0.0012499389197698403 0.0013060363886844423 0.0011926247213739655 0.001173042460311649 0.0010960682358108417
leaf_count=777 90 129 460 262 303 238 165 343 95 183 76
internal_value=0 4.60784e-05 -4.41318e-06 5.28668e-05 -1.18831e-05 -0.000250291 1.48264e-05 0.000150195 0.000361586 0.000122921 -0.000134538
internal_weight=0 0.0142526 0.0132337 0.0122192 0.010747 0.00434935 0.00302735 0.00639765 0.0036717 0.00247908 0.00272594
internal_count=3121 3031 2902 2442 2180 1180 403 1000 621 526 379
is_linear=0
shrinkage=0.00196078


Tree=3350
num_leaves=13
num_cat=0
split_feature=484 15 133 160 52 16 0 15 2 15 0 16
split_gain=0.000141571 0.000118995 9.93366e-05 0.000101026 0.000127828 0.000112607 9.31198e-05 0.000151819 0.00019414 0.000118209 7.43767e-05 6.41026e-05
threshold=-0.0068949999999999992 -0.24436499999999997 0.10722500000000001 0.098320000000000005 0.096795000000000006 0.11346000000000002 -0.10011499999999998 -0.11713499999999999 0.092875000000000013 0.040760000000000005 -0.019414999999999998 -0.091354999999999978
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 6 -6 7 -3 11 10 -8 -9
right_child=1 2 -4 -5 5 -7 9 8 -10 -11 -12 -13
leaf_value=-0.00067825363434185484 0.00068450734832683059 -0.00049334878449273966 -0.00054872494625438431 -0.00053653513037822383 5.9215414623667188e-05 0.00096153436595190365 -0.0007311912533992333 0.00091567921587887389 -0.00030324959990359198 0.00022875115130207229 -7.8342501785505403e-05 0.00031723883162622629
leaf_weight=0.0011296030073452866 0.0010307768198447734 0.001021933460376323 0.0011857068093485352 0.0010504655855611911 0.0010152355946879072 0.0011165597083646617 0.001589424853405446 0.001492841317456528 0.0012041503252835789 0.0014993495748406062 0.0011609964117946523 0.0012766923237306242
leaf_count=503 232 88 348 107 337 36 496 64 175 513 169 53
internal_value=0 4.21715e-05 -6.4649e-06 4.52715e-05 9.89902e-05 0.000531818 -8.11059e-07 0.000180689 0.000354035 -0.000214165 -0.000455613 0.000639812
internal_weight=0 0.0146441 0.0136134 0.0124276 0.0113772 0.0021318 0.00924539 0.00499562 0.00397368 0.00424977 0.00275042 0.00276953
internal_count=3121 2618 2386 2038 1931 373 1558 380 292 1178 665 117
is_linear=0
shrinkage=0.00196078


Tree=3351
num_leaves=10
num_cat=0
split_feature=42 457 133 43 16 0 3 0 42
split_gain=2.88614e-05 4.53321e-05 5.67803e-05 0.000149728 5.99974e-05 0.000121917 6.27934e-05 4.75933e-05 2.59389e-05
threshold=-1.0000000180025095e-35 0.045365000000000009 0.093255000000000018 -0.074359999999999996 -0.056919999999999991 -0.10224499999999999 0.092670000000000016 -0.066689999999999985 -0.106335
decision_type=2 2 2 2 2 2 2 2 2
left_child=8 2 3 7 5 -5 -6 -2 -1
right_child=1 -3 -4 4 6 -7 -8 -9 -10
leaf_value=0.00011329573824641623 0.010664308718117202 0.017914943424355009 -0.023074905702811399 -0.014180402364694897 -0.035585785370828155 0.02472333528517073 -0.0022379548777181064 0.040547081538163804 -0.022143110216957917
leaf_weight=0.0010716662819724759 0.001133679653532563 0.0015430139832557097 0.0010020413314897397 0.0019168630640006596 0.001133695292768514 0.0013894026764392435 0.0011249343872303808 0.0010058444246212384 0.0010240156903741902
leaf_count=191 552 243 379 208 345 282 110 140 671
internal_value=0 0.00211745 -0.000682281 0.00223012 -0.00641382 0.00216824 -0.0189765 0.024713 -0.0107619
internal_weight=0 0.0102495 0.00870646 0.00770442 0.0055649 0.00330627 0.00225863 0.00213952 0.00209568
internal_count=3121 2259 2016 1637 945 490 455 692 862
is_linear=0
shrinkage=0.1


Tree=3352
num_leaves=13
num_cat=0
split_feature=48 4 15 48 51 52 13 13 4 51 3 3
split_gain=0.000146511 0.000138328 0.000119968 9.99601e-05 0.000115924 0.000144292 0.000190111 0.000177863 0.000134378 0.000121896 9.68715e-05 9.00299e-05
threshold=0.12879500000000002 0.40473500000000007 -0.11713499999999999 0.092475000000000016 0.087505000000000013 -0.088204999999999992 -0.014169999999999999 -0.094514999999999988 -0.084369999999999987 -0.095144999999999993 -0.05647499999999999 -0.020429999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 9 7 11 -8 -4 -10 -7
right_child=-2 -3 3 -5 -6 6 8 -9 10 -11 -12 -13
leaf_value=-0.00065235035901704981 -0.00068389006009088988 0.00059234980704221847 1.5436315505362893e-05 0.00060352005014542044 -0.00064215436640305582 0.0005753561094194382 -9.2557405739893332e-05 -0.00078111873817498178 0.0010100328598223833 -0.00090162184033138241 0.00033589564025076311 -0.00022523986564573678
leaf_weight=0.0010523610777100718 0.0011301786336465258 0.0016043519615879112 0.0012507756786741288 0.0010927146637799692 0.001037577435416207 0.0010224492490970155 0.0013711947357510816 0.001229714588376442 0.0014820048470105213 0.0010050166570553835 0.0018332924357250177 0.0011445616404083267
leaf_count=213 90 286 220 162 280 107 237 852 243 278 108 45
internal_value=0 4.79872e-05 -1.66017e-05 3.7053e-05 -1.73558e-05 4.53462e-05 0.000167714 -0.000185497 0.000423719 -0.000393138 0.000637249 0.000152501
internal_weight=0 0.015126 0.0135217 0.0124693 0.0113766 0.010339 0.00808322 0.00339673 0.00468649 0.00225579 0.0033153 0.00216701
internal_count=3121 3031 2745 2532 2370 2090 1592 1004 588 498 351 152
is_linear=0
shrinkage=0.00196078


Tree=3353
num_leaves=13
num_cat=0
split_feature=484 15 403 47 42 43 16 133 15 160 0 1
split_gain=0.000119484 0.00014374 0.000108072 9.40662e-05 0.000264464 0.000117797 0.000127831 0.000164481 0.000172113 9.91265e-05 0.00016795 9.72963e-05
threshold=-0.0068949999999999992 -0.24436499999999997 0.096440000000000012 0.13148500000000005 0.09832500000000001 -0.17390999999999998 0.15891500000000003 0.083950000000000011 1.0000000180025095e-35 0.083670000000000008 -0.13843999999999998 0.092695000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 5 -3 7 8 9 10 -7 -12
right_child=1 2 -4 -5 -6 6 -8 -9 -10 -11 11 -13
leaf_value=-0.00062056873986706903 0.00074796669062953921 0.0005300837462987024 -0.00061842436768179388 -0.00052156786824173579 0.0010206735552644604 0.00075687613827684155 -0.00055213679953436564 0.00062855980932832278 -0.00084150756206269892 -0.00045039972288133008 0.0002678019307174517 -0.00057115028638745995
leaf_weight=0.0011262650860726703 0.0010311954575092418 0.0013698155504326204 0.0010411623644541344 0.0010519277843146222 0.0010665864971140847 0.0013298150060305769 0.0018132364136649749 0.0014179800781842092 0.0010338797424255391 0.0011686519211528967 0.0011176527738331254 0.0010133460558794816
leaf_count=503 232 124 200 47 257 120 323 391 542 80 201 101
internal_value=0 4.24978e-05 -1.16942e-05 3.93201e-05 9.1391e-05 -5.17211e-06 -8.76047e-05 3.13429e-05 -0.000118187 4.33487e-05 0.000210078 -0.000131142
internal_weight=0 0.0144552 0.0134241 0.0123829 0.011331 0.0102644 0.00889456 0.00708133 0.00566335 0.00462947 0.00346081 0.002131
internal_count=3121 2618 2386 2186 2139 1882 1758 1435 1044 502 422 302
is_linear=0
shrinkage=0.00196078


Tree=3354
num_leaves=12
num_cat=0
split_feature=124 484 15 2 0 1 52 151 403 13 3
split_gain=8.18245e-05 0.000118867 0.000104333 8.38209e-05 0.000141531 0.000134163 9.66018e-05 9.72089e-05 0.000126403 0.000128765 0.000167365
threshold=-0.043384999999999993 -0.0068949999999999992 -0.15914499999999995 0.092875000000000013 0.15398500000000004 0.104035 -0.10925999999999998 -0.024429999999999997 0.03138500000000001 -0.076599999999999988 -0.0087149999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 6 5 -5 -4 -8 9 -9 -11
right_child=1 2 3 4 -6 -7 7 8 -10 10 -12
leaf_value=0.00050302459702730924 -0.00070319906682567949 0.00049572256518610016 -0.00048582983158024744 -0.00079794418141734477 0.00034629429776019869 -5.5229213369766248e-05 0.00069633715980862315 0.00041285441628226976 0.00059224237318149676 -0.00086865685120127449 8.8589714136587039e-05
leaf_weight=0.0010916240104468329 0.0010080803451439071 0.0014297702837708327 0.0010432016288354651 0.0019764401783324021 0.0011252974318470277 0.0017747118964948627 0.0010720321261682864 0.0012201068777574235 0.0012567133148188026 0.0012940310893458978 0.0015354811901069191
leaf_count=259 488 242 163 527 32 200 135 351 173 499 52
internal_value=0 -5.33318e-05 -5.60978e-06 -6.38948e-05 -0.000263598 -0.000446557 6.73229e-05 0.000157793 4.89913e-05 -0.000119595 -0.000349191
internal_weight=0 0.0147359 0.0137278 0.012298 0.00487645 0.00375115 0.00742157 0.00637836 0.00530633 0.00404962 0.00282951
internal_count=3121 2862 2374 2132 759 727 1373 1210 1075 902 551
is_linear=0
shrinkage=0.00196078


Tree=3355
num_leaves=12
num_cat=0
split_feature=124 133 13 48 0 52 15 52 15 42 52
split_gain=0.000107089 8.03687e-05 0.000143171 0.000114564 0.000165468 0.00023138 9.14793e-05 0.000133562 9.78712e-05 0.000122157 9.99467e-05
threshold=-0.043384999999999993 0.10722500000000001 -0.23438999999999996 0.11951500000000001 -0.17169499999999996 -0.0064899999999999992 -0.11033999999999998 -0.10925999999999998 -0.03241999999999999 0.091295000000000015 0.0060650000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 -4 -6 -8 -9 10 -10
right_child=1 -3 3 -5 6 -7 7 8 9 -11 -12
leaf_value=0.00059325499429051091 0.00061228649676447274 -0.00055189786748045637 -0.00014224225668087742 -0.00069324134612461219 -0.00058533100104537377 0.001119301516691204 -0.00060734756936444757 0.00049971052918583317 -4.1697946661874664e-06 0.00044472056389632992 -0.00071950090571387248
leaf_weight=0.0010729111751540408 0.001298619782933279 0.0011256700266579307 0.0011674944812372079 0.0010453968068482302 0.0014495530453883234 0.0010723854915015785 0.001336063923086969 0.0015654241520495485 0.0019868402192092247 0.001268325119340127 0.0012072530062544468
leaf_count=259 135 411 64 76 244 79 406 385 407 171 484
internal_value=0 -4.86884e-05 -6.40783e-06 -7.28155e-05 -1.41372e-05 0.000461746 -0.00013508 -4.64496e-05 7.78728e-05 -7.01086e-05 -0.000274539
internal_weight=0 0.014523 0.0133974 0.0120987 0.0110533 0.00223988 0.00881346 0.00736391 0.00602784 0.00446242 0.00319409
internal_count=3121 2862 2451 2316 2240 143 2097 1853 1447 1062 891
is_linear=0
shrinkage=0.00196078


Tree=3356
num_leaves=10
num_cat=0
split_feature=47 4 1 4 3 12 52 12 1
split_gain=2.84326e-05 8.37469e-05 0.000132788 5.76374e-05 6.17513e-05 8.61031e-05 6.29939e-05 6.22733e-05 4.95321e-05
threshold=0.12431000000000002 0.24564500000000003 0.111945 0.055260000000000011 0.10299500000000002 0.092355000000000007 0.0031350000000000002 0.079890000000000017 0.091785000000000019
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 3 -3 4 5 6 7 8 -1
right_child=-2 2 -4 -5 -6 -7 -8 -9 -10
leaf_value=-0.010901052799757907 -0.015013161608061931 -0.0033144900664203768 0.045563303938554678 -0.021008358260102167 0.017864042733036319 -0.030498107918630186 0.017237519743527798 -0.025758541724354857 0.019165755471824381
leaf_weight=0.0011688436295518301 0.0011573367612425231 0.0012317206468752181 0.0010129037411436782 0.001462896414995662 0.001638635916211606 0.0010207452450595456 0.0016675161215185703 0.0011216871106761684 0.0010313972138708064
leaf_count=131 91 144 258 246 122 690 624 672 143
internal_value=0 0.0014401 0.018742 -0.00282213 0.000656122 -0.0040355 0.00137825 -0.00658267 0.00319323
internal_weight=0 0.0113563 0.00224462 0.00911172 0.00764883 0.00601019 0.00498944 0.00332193 0.00220024
internal_count=3121 3030 402 2628 2382 2260 1570 946 274
is_linear=0
shrinkage=0.1


Tree=3357
num_leaves=9
num_cat=0
split_feature=48 0 52 0 52 16 12 52
split_gain=4.24565e-05 7.73823e-05 4.6684e-05 0.000123952 0.000100091 7.74604e-05 8.007e-05 0.000101036
threshold=0.11951500000000001 -0.17169499999999996 -0.046924999999999988 -0.11756999999999999 -0.26636999999999994 -0.23935499999999996 0.095330000000000012 0.083680000000000018
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 4 -4 -3 -5 7 -7
right_child=-2 2 3 5 -6 6 -8 -9
leaf_value=0.020223968889811331 -0.019820081869987179 -0.014512388484825264 -0.037431334398580887 0.018749296217479314 0.025717024900452187 -0.018855415358135581 -0.031675438479000464 0.015995941863518836
leaf_weight=0.0018764404273260071 0.0010011241523973794 0.0010345186012046368 0.0010765105413000223 0.0015400219968401642 0.0015377428231507528 0.0015235021637349131 0.001032156881548502 0.0018322568396046384
leaf_count=165 114 331 165 233 522 605 359 627
internal_value=0 0.00165451 -0.00198395 -0.00621498 0.00953746 -0.000546107 -0.00731819 0.000173555
internal_weight=0 0.0114532 0.00957671 0.00700445 0.00257226 0.00592794 0.00438792 0.00335576
internal_count=3121 3007 2842 1989 853 1824 1591 1232
is_linear=0
shrinkage=0.1


Tree=3358
num_leaves=10
num_cat=0
split_feature=11 3 15 52 15 47 1 3 15
split_gain=2.57458e-05 3.45446e-05 6.60168e-05 0.000154397 0.000127604 0.000101462 9.57607e-05 7.78507e-05 7.70425e-05
threshold=0.080455000000000013 -0.10519499999999998 -0.016799999999999995 0.10160000000000001 -0.074054999999999996 0.087235000000000021 0.09253500000000002 0.092670000000000016 0.088345000000000021
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 4 7 5 6 -3 8 -4
right_child=-2 2 3 -5 -6 -7 -8 -9 -10
leaf_value=0.013477305019963479 -0.01512011578664023 -0.0058520195804876241 -0.010698708714907338 -0.025543918537991948 -0.035402481442413036 -0.017568324733277681 0.036287099749599885 0.040413233574140575 0.024308120122162959
leaf_weight=0.0018612216640063279 0.0010034543296194168 0.0010558219648572737 0.0011292305697202937 0.0010410851208202138 0.001291155769239485 0.0016819465554593284 0.0010182260338176732 0.0010106729776258039 0.0012997886487120993
leaf_count=230 189 413 602 305 348 243 319 99 373
internal_value=0 0.00126087 -0.00112554 0.00753559 -0.00881474 0.000325026 0.0148356 0.0175477 0.00803374
internal_weight=0 0.0113891 0.00952793 0.00448078 0.00504715 0.00375599 0.00207405 0.00343969 0.00242902
internal_count=3121 2932 2702 1379 1323 975 732 1074 975
is_linear=0
shrinkage=0.0980392


Tree=3359
num_leaves=9
num_cat=0
split_feature=2 15 16 2 0 12 42 0
split_gain=2.88278e-05 4.10374e-05 7.96239e-05 7.45645e-05 7.1188e-05 8.61488e-05 0.000105241 4.09976e-05
threshold=-1.0000000180025095e-35 -0.15914499999999995 -0.36241499999999999 0.10981000000000002 -0.10607499999999999 0.088245000000000004 0.084635000000000016 -0.15350499999999997
decision_type=2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 7 -6 -7 -4
right_child=1 2 3 -5 5 6 -8 -9
leaf_value=0.014736366224518628 0.015221474779067294 -0.023667167217296139 -0.0032825502586248789 0.017959778946345657 -0.027204747221288537 -0.0204659362013009 0.01642870915459246 0.024004246200161644
leaf_weight=0.0011076716187872837 0.0012073761749033006 0.0015365783173881377 0.0010014418411623954 0.0017230975437235183 0.0018350652717004021 0.0013231502743771039 0.0015521485779927367 0.0010338303545734482
leaf_count=199 266 204 86 361 891 461 537 116
internal_value=0 -0.00151749 -0.00353744 0.000114927 -0.00444334 -0.0109338 -0.000549408 0.010578
internal_weight=0 0.0112127 0.0100053 0.00846873 0.00674564 0.00471036 0.0028753 0.00203527
internal_count=3121 2922 2656 2452 2091 1889 998 202
is_linear=0
shrinkage=0.0961169


Tree=3360
num_leaves=9
num_cat=0
split_feature=16 1 15 14 47 4 43 151
split_gain=2.87636e-05 7.23615e-05 0.000118401 5.72479e-05 6.95527e-05 0.000156162 8.69502e-05 0.000191949
threshold=0.38525000000000004 0.077565000000000009 0.035560000000000008 -1.0000000180025095e-35 0.096175000000000024 0.053180000000000012 -0.0024749999999999993 -0.0038099999999999996
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 -1 -3 5 6 -5 -8
right_child=-2 3 -4 4 -6 -7 7 -9
leaf_value=-0.031139873923578445 0.012391591528077695 -0.018226325266304175 0.0059629960530221222 0.021888272668961883 -0.014849968705778774 0.039347682817110791 0.020428420369214783 -0.037990180998482663
leaf_weight=0.0018438225397783218 0.0016128706260708425 0.0010161926938193318 0.0016120653334346406 0.0012676335032946306 0.0011461877171358801 0.0015105304782811369 0.0010511513373401282 0.0012097815437188126
leaf_count=733 311 142 778 433 149 252 84 239
internal_value=0 -0.00193765 -0.0138325 0.00377053 0.00738444 0.0124419 0.000923845 -0.0108302
internal_weight=0 0.0106574 0.00345589 0.00720148 0.00618528 0.0050391 0.00352857 0.00226093
internal_count=3121 2810 1511 1299 1157 1008 756 323
is_linear=0
shrinkage=0.1


Tree=3361
num_leaves=13
num_cat=0
split_feature=48 50 4 457 16 15 42 2 13 52 4 12
split_gain=0.000106924 0.000138546 0.00020341 0.000132679 0.000130261 0.000136636 0.00011493 0.000173425 0.000187608 0.000201968 0.000127866 8.1273e-05
threshold=0.12879500000000002 0.088425000000000017 0.40473500000000007 0.088350000000000026 -0.36241499999999999 0.088655000000000025 -0.091214999999999977 0.10644500000000001 0.0076650000000000008 -0.087769999999999987 -0.0016099999999999997 0.082850000000000021
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 6 -6 8 9 -8 11 -11
right_child=-2 -3 -4 -5 5 -7 7 -9 -10 10 -12 -13
leaf_value=-0.00057117016551402845 -0.00061080078916462882 -0.0005697467000305898 0.00085906596701169685 0.00061900261151719605 0.00064799587264182485 -0.00060715558462745599 -0.00062011072605008171 0.00069699614213457274 -0.00087434788443403245 0.00099803158132108234 -0.00017153374962199696 0.00022181231667272775
leaf_weight=0.0015927771177377025 0.0010655632966166595 0.0013374291772022063 0.0012096146282024036 0.0012605787209181143 0.0013384725340099069 0.0011223585068553888 0.001279802796767677 0.0012060460584037563 0.0010405440783121892 0.0010090812009253131 0.0013767221919341386 0.001066954280491667
leaf_count=154 90 525 261 118 205 455 263 213 118 112 205 402
internal_value=0 3.22345e-05 9.18591e-05 1.6369e-05 -5.24866e-05 3.50292e-05 0.000121684 2.0747e-05 -0.000120527 4.52154e-05 0.000291826 0.000599103
internal_weight=0 0.0148404 0.013503 0.0122933 0.0110328 0.00943998 0.00831762 0.00697915 0.0057731 0.00473256 0.00345276 0.00207604
internal_count=3121 3031 2506 2245 2127 1973 1518 1313 1100 982 719 514
is_linear=0
shrinkage=0.00196078


Tree=3362
num_leaves=10
num_cat=0
split_feature=42 47 133 42 51 16 16 1 48
split_gain=2.86807e-05 5.91483e-05 5.92187e-05 7.83502e-05 6.58886e-05 7.75445e-05 7.4189e-05 7.22322e-05 9.10538e-05
threshold=0.10256000000000001 0.11069000000000002 0.10275500000000001 -1.0000000180025095e-35 -0.076794999999999988 -0.032969999999999992 0.10994000000000002 0.08592000000000001 0.087380000000000013
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -5 7 -7 -6 -9
right_child=-2 -3 -4 4 5 6 -8 8 -10
leaf_value=-0.027374666579227436 -0.015772501972616312 0.021287643738814831 0.020464227142435187 -0.022758591334395561 -0.026977925774754052 0.037791218334565072 0.0019130308539432341 0.016882667093995583 -0.015601405356110203
leaf_weight=0.0011763491128441899 0.0010229995809447759 0.0012714123386050194 0.0010840478655313813 0.0010720890716755874 0.0010202216503622319 0.0010207371600495663 0.0012113847133635031 0.0019117430133954588 0.0014649254710831783
leaf_count=694 346 148 253 357 349 382 166 326 100
internal_value=0 0.00137431 -0.00116729 -0.00380877 -0.000209056 0.00343781 0.0183199 -0.00411724 0.00278986
internal_weight=0 0.0112329 0.0099615 0.00887745 0.0077011 0.00662901 0.00223212 0.00439689 0.00337667
internal_count=3121 2775 2627 2374 1680 1323 548 775 426
is_linear=0
shrinkage=0.0980392


Tree=3363
num_leaves=12
num_cat=0
split_feature=484 42 43 131 42 133 4 48 47 13 15
split_gain=0.000100639 9.15048e-05 8.70053e-05 0.0001452 0.000117149 0.000197928 7.82616e-05 0.000167317 0.000156741 0.00010052 4.32874e-05
threshold=-0.0068949999999999992 -0.11051499999999999 -0.14968999999999996 0.088610000000000008 0.092145000000000019 0.061605000000000007 -0.062539999999999984 0.085845000000000019 0.078875000000000015 -0.093839999999999993 -0.013969999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 5 6 9 8 10 -4 -8
right_child=1 2 3 -5 -6 -7 7 -9 -10 -11 -12
leaf_value=-0.00057885682196186347 -0.00053009847594714607 0.00048893098783879042 0.00017854168241412198 -0.00068531895808974022 -0.00054903743494087937 0.00075047158043328439 0.0009552987609877092 -0.00033180296528948595 -0.00021651529696486413 -0.00064443824399554469 0.00041791463946239246
leaf_weight=0.0011041137567495496 0.0010178801182849822 0.0017363139954105792 0.0010208333356904742 0.0010273808864983266 0.0010011348793939811 0.0017511565000034339 0.0011962892790064342 0.0017890863336028767 0.001052825043202886 0.0012937475761595216 0.0011120015306514926
leaf_count=503 159 171 74 359 406 366 230 172 54 494 133
internal_value=0 3.60242e-05 8.04164e-05 1.73355e-05 8.79911e-05 0.000157192 1.80152e-05 0.000152607 0.000410454 -0.000281467 0.000696418
internal_weight=0 0.0139986 0.0129808 0.0112445 0.0102171 0.00921594 0.00746478 0.0051502 0.00336112 0.00231458 0.00230829
internal_count=3121 2618 2459 2288 1929 1523 1157 589 417 568 363
is_linear=0
shrinkage=0.00196078


Tree=3364
num_leaves=10
num_cat=0
split_feature=133 160 52 151 4 42 43 2 16
split_gain=2.69234e-05 5.70353e-05 0.000105875 5.73844e-05 0.000100904 8.34202e-05 0.000124975 9.46185e-05 6.80211e-05
threshold=-0.085499999999999979 -1.0000000180025095e-35 -0.013374999999999998 -0.0083949999999999979 0.24564500000000003 -1.0000000180025095e-35 -0.074359999999999996 0.090425000000000019 0.071345000000000006
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -3 5 -5 -7 -8 -9
right_child=1 3 -4 4 -6 6 7 8 -10
leaf_value=0.012860190221099438 0.0053449471371805612 -0.01525414145533629 -0.037818173320891116 -0.023532954992595667 0.035106418066658762 0.031439468061368207 -0.028424009161045611 0.022680332011149704 -0.011714022066280659
leaf_weight=0.0014253570132398115 0.0011580737375637845 0.0015752560703994655 0.001115863669865144 0.0011300392107957101 0.0010100580228001293 0.0014310814181847558 0.0010687779807274384 0.0013033321309614213 0.0010289531751130794
leaf_count=488 317 318 549 439 186 254 254 175 141
internal_value=0 -0.00176063 -0.015836 0.00198391 0.00587855 0.000927034 0.00664722 -0.00378474 0.0075063
internal_weight=0 0.0108214 0.00227394 0.0085475 0.00697224 0.00596218 0.00483214 0.00340106 0.00233229
internal_count=3121 2633 866 1767 1449 1263 824 570 316
is_linear=0
shrinkage=0.1


Tree=3365
num_leaves=12
num_cat=0
split_feature=484 403 47 42 43 42 52 0 1 3 15
split_gain=9.89592e-05 7.27476e-05 8.13545e-05 0.000209249 9.29962e-05 0.000136706 0.00023846 0.000221975 8.60118e-05 0.000192906 8.23776e-05
threshold=-0.0068949999999999992 0.096440000000000012 0.13148500000000005 0.09832500000000001 -0.16318499999999997 0.085730000000000015 0.10160000000000001 -0.076899999999999982 0.11061500000000002 0.090900000000000009 -0.094549999999999981
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 6 7 8 9 10 -6
right_child=1 -3 -4 -5 5 -7 -8 -9 -10 -11 -12
leaf_value=-0.00057839875130234416 0.00053244397884945219 -0.00047277032610881461 -0.00045991791776562924 0.00095435017112821237 0.00015217250761314215 -0.00051628553418968913 -0.00073508509785391921 0.00078601575554238803 -0.00051102406649267964 0.00073079328122468295 -0.00058580713009878692
leaf_weight=0.0010861928515156572 0.0012970199795536994 0.0010022990497204906 0.0010057464650448664 0.0010553209785561018 0.001204990859008658 0.0017858227382289722 0.0011589403881751229 0.0019431979706436052 0.001004265760627978 0.0013354571364772028 0.0011239893500742514
leaf_count=503 136 215 47 318 140 543 166 351 107 73 522
internal_value=0 3.61034e-05 7.55965e-05 0.000120822 3.97768e-05 -2.70874e-05 8.53356e-05 0.00022914 -2.64214e-06 0.000136684 -0.000203984
internal_weight=0 0.0139171 0.0129148 0.011909 0.0108537 0.00955666 0.00777084 0.0066119 0.0046687 0.00366444 0.00232898
internal_count=3121 2618 2403 2356 2038 1902 1359 1193 842 735 662
is_linear=0
shrinkage=0.00196078


Tree=3366
num_leaves=12
num_cat=0
split_feature=48 151 15 15 2 0 42 4 16 2 48
split_gain=0.000110228 0.000130624 0.000143773 9.73115e-05 9.50069e-05 0.000128499 0.000182235 0.000153239 0.000108062 6.24923e-05 0.000106159
threshold=0.12879500000000002 0.06617000000000002 0.091915000000000011 0.088235000000000022 0.11548000000000001 -0.060129999999999996 0.084050000000000014 -0.49405499999999997 0.38525000000000004 0.084055000000000005 0.083985000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 9 -7 -9 -1 -11
right_child=-2 -3 -4 -5 -6 7 -8 8 -10 10 -12
leaf_value=0.00020966136451727347 -0.00061801614127752634 0.00071552912630412407 -0.00071356051566712762 0.00050815374524940766 0.00048454353455737274 -0.00037837135500609159 -0.00090778836934026191 0.00079040365361745537 1.2438125881274429e-05 -0.00067177144677610455 9.4126161808431386e-05
leaf_weight=0.0017182956767207167 0.0010752930202624208 0.0010025661509702926 0.0010536777030098693 0.0015057824571440811 0.0012590047456643499 0.0012872279602424985 0.0013412031127303216 0.0015251033354454916 0.0012483369007827427 0.0013118761044476788 0.0014815632246632932
leaf_count=250 90 124 460 233 304 133 669 136 70 475 177
internal_value=0 3.22738e-05 -1.76101e-05 4.02291e-05 -2.28352e-05 -8.72711e-05 -0.000273212 0.00018074 0.000440238 -8.45721e-05 -0.00026556
internal_weight=0 0.0147346 0.0137321 0.0126784 0.0111726 0.00991361 0.00585294 0.00406067 0.00277344 0.00451174 0.00279344
internal_count=3121 3031 2907 2447 2214 1910 1571 339 206 902 652
is_linear=0
shrinkage=0.00196078


Tree=3367
num_leaves=12
num_cat=0
split_feature=124 484 1 12 151 2 4 15 13 2 2
split_gain=9.05008e-05 8.80343e-05 8.3767e-05 0.000160936 0.000124417 0.000130665 0.000115823 0.00011172 9.3658e-05 0.000139816 0.000183878
threshold=-0.043384999999999993 -1.0000000180025095e-35 0.12811000000000003 0.10866500000000003 -0.083274999999999988 0.086590000000000014 0.16173500000000005 -0.043924999999999992 -0.099939999999999987 0.090050000000000005 0.10855000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 -3 7 8 -6 -7 -10 -11
right_child=1 2 -4 -5 5 6 -8 -9 9 10 -12
leaf_value=0.00053866269596099931 -0.00060017108273288341 -0.00056528289330494582 0.00041677534603955295 -0.000788875555050191 -0.00066782308354723945 0.0006117965594882621 0.0007213700449108019 7.9699172192721843e-05 0.00056838188704770056 -0.00069879762915876201 0.00037029790789413098
leaf_weight=0.0010671751531719917 0.0010485999375805547 0.0012866935898933974 0.0015601703826391275 0.001077734325320683 0.0013460004077491955 0.0010554978180998308 0.0015150716067243199 0.0017921294896042642 0.0010090432474016827 0.001619970599301134 0.001000542820457001
leaf_count=259 500 203 183 165 162 74 131 662 241 387 154
internal_value=0 -5.32465e-05 -1.00051e-05 -6.69023e-05 6.33054e-06 8.50916e-05 0.000250102 -0.000240927 9.7702e-05 -5.17999e-05 -0.000290604
internal_weight=0 0.0143115 0.0132629 0.0117027 0.0106249 0.00933826 0.00620013 0.00313813 0.00468505 0.00362956 0.00262051
internal_count=3121 2862 2362 2179 2014 1811 987 824 856 782 541
is_linear=0
shrinkage=0.00196078


Tree=3368
num_leaves=9
num_cat=0
split_feature=42 47 403 457 15 1 16 4
split_gain=2.79024e-05 4.62709e-05 5.59514e-05 7.73207e-05 8.06739e-05 7.84041e-05 0.000101901 8.01865e-05
threshold=0.10256000000000001 0.11069000000000002 0.03138500000000001 0.045365000000000009 0.084050000000000014 0.10708500000000001 0.15891500000000003 -0.0029599999999999995
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 7 -1
right_child=-2 -3 -4 -5 -6 -7 -8 -9
leaf_value=0.030675953001912361 -0.015772949577335004 0.019371258959049335 0.018849924727152037 0.016325211039695638 -0.031495020197083931 -0.020647586812552614 -0.020601738263505868 -0.0021603832453935819
leaf_weight=0.0014743316479200932 0.0010377003944031854 0.0012666104178248603 0.0012535595815435672 0.001576344510996793 0.0012258163008727081 0.0018190020325900107 0.0011813956043866059 0.0015006616708250313
leaf_count=437 346 148 319 249 709 310 270 333
internal_value=0 0.00136135 -0.000912733 -0.00373512 -0.00812633 -0.00333238 0.00424545 0.0141125
internal_weight=0 0.0112977 0.0100311 0.00877755 0.00720121 0.00597539 0.00415639 0.00297499
internal_count=3121 2775 2627 2308 2059 1350 1040 770
is_linear=0
shrinkage=0.1


Tree=3369
num_leaves=10
num_cat=0
split_feature=13 39 48 51 0 52 15 3 3
split_gain=2.9259e-05 6.42355e-05 6.88268e-05 9.41347e-05 0.000130069 8.76103e-05 9.9289e-05 0.000133932 6.13885e-05
threshold=-0.23438999999999996 0.0046100000000000004 0.11077000000000002 0.087505000000000013 -0.17169499999999996 0.090245000000000006 0.088235000000000022 -0.10519499999999998 -0.0087149999999999988
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 6 7 -6 -9
right_child=1 -3 -4 -5 5 -7 -8 8 -10
leaf_value=0.013207837637031431 0.033805736744919719 0.018880156777804399 -0.027942241191641085 -0.028087904496694363 0.023598278459444344 -0.024859579637479555 0.026049555826257589 -0.035573901699810215 -0.0025223980833646393
leaf_weight=0.0014615967828536013 0.0011291985603071337 0.0013115602305548276 0.0011258917397093367 0.0011573450959023743 0.0010477484088170811 0.001423851950243432 0.0013749624062816979 0.0011687871862022935 0.0010823651075661711
leaf_count=169 102 330 109 305 200 497 298 1019 92
internal_value=0 -0.00186607 -0.00472722 -0.00160976 0.00263055 -0.00314259 0.0034733 -0.00593635 -0.0196826
internal_weight=0 0.0108217 0.00951015 0.00838426 0.00722691 0.00609772 0.00467386 0.0032989 0.00225115
internal_count=3121 2952 2622 2513 2208 2106 1609 1311 1111
is_linear=0
shrinkage=0.1


Tree=3370
num_leaves=9
num_cat=0
split_feature=1 42 133 15 2 13 2 2
split_gain=2.37779e-05 6.67872e-05 6.62826e-05 7.32687e-05 8.99296e-05 9.25232e-05 7.90045e-05 6.42337e-05
threshold=0.12500000000000003 0.092145000000000019 0.083950000000000011 0.035560000000000008 0.099515000000000006 -1.0000000180025095e-35 0.11389000000000002 0.083215000000000011
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 -1 -6 -7
right_child=-2 -3 -4 -5 6 7 -8 -9
leaf_value=-0.030865851661189284 0.011231797618652232 -0.020843368846047462 0.018338361525576344 -0.024077035788514459 0.036873188271606155 0.020976272849018859 -0.0017382721056718145 -0.010914598005856421
leaf_weight=0.0011578467391539045 0.0016160970131766468 0.0015675566922338314 0.0018600862984185862 0.0013250734904896068 0.0011067950442289892 0.0011330902120217402 0.0010167483976230574 0.0014269784740281091
leaf_count=327 279 566 672 667 211 82 144 173
internal_value=0 -0.00179034 0.00151839 -0.00284726 0.00196849 -0.00740867 0.0183861 0.00320035
internal_weight=0 0.0105942 0.00902662 0.00716653 0.00584146 0.00371792 0.00212354 0.00256007
internal_count=3121 2842 2276 1604 937 582 355 255
is_linear=0
shrinkage=0.1


Tree=3371
num_leaves=9
num_cat=0
split_feature=133 160 157 42 151 4 16 52
split_gain=2.38413e-05 5.47654e-05 8.80157e-05 5.42109e-05 7.20959e-05 0.000103091 6.74565e-05 8.55227e-05
threshold=-0.085499999999999979 -1.0000000180025095e-35 -0.013599999999999999 -1.0000000180025095e-35 -0.0083949999999999979 0.076415000000000025 -0.056919999999999991 0.084505000000000011
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 -2 -3 -5 6 -6 -8
right_child=1 3 -4 4 5 -7 7 -9
leaf_value=0.012151803333069307 0.0066229284590066401 -0.015548054802226874 -0.03310660163555839 -0.014421587012539389 0.017816458348260119 0.032281758686343032 -0.029458495375371374 0.0086947515009165432
leaf_weight=0.0014129254802803812 0.0010013821163944686 0.001455420636728902 0.0012582763451625362 0.00142578898335936 0.0016387361280829444 0.0015934135236884738 0.0010729473557404738 0.0012985777742423321
leaf_count=488 320 502 546 287 340 202 372 64
internal_value=0 -0.0016658 -0.0155002 0.00201853 0.00565561 0.010764 0.00221429 -0.00856689
internal_weight=0 0.0107445 0.00225966 0.00848488 0.00702946 0.00560367 0.00401026 0.00237153
internal_count=3121 2633 866 1767 1265 978 776 436
is_linear=0
shrinkage=0.1


Tree=3372
num_leaves=9
num_cat=0
split_feature=160 156 16 12 15 13 3 49
split_gain=2.45448e-05 5.90368e-05 7.37045e-05 0.000104913 5.78088e-05 6.11723e-05 0.000117721 9.39809e-05
threshold=-0.087429999999999994 0.08426500000000002 0.38525000000000004 0.10193000000000001 0.088235000000000022 -0.084034999999999985 -0.03694999999999999 -0.0055299999999999993
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 -2 -7 -8
right_child=1 -3 -4 -5 -6 6 7 -9
leaf_value=0.013432254493215931 0.012785630150547607 -0.024375150191386336 0.022587838873649943 -0.031960172958706928 0.017324989033162132 -0.037145144646904542 -0.019618143106279705 0.016826117604262728
leaf_weight=0.0012140257072921655 0.0016627504105904949 0.0010270499481246425 0.001343335722545789 0.0010658839491776585 0.0017764584997373035 0.0011442998512487361 0.0012638762996934113 0.0016076319045093095
leaf_count=538 461 350 190 259 444 571 134 174
internal_value=0 -0.00155819 0.000817475 -0.00261466 0.00158102 -0.00334426 -0.0100229 0.000785405
internal_weight=0 0.0108913 0.00986424 0.0085209 0.00745502 0.00567856 0.00401581 0.00287151
internal_count=3121 2583 2233 2043 1784 1340 879 308
is_linear=0
shrinkage=0.1


Tree=3373
num_leaves=10
num_cat=0
split_feature=150 151 15 16 0 43 133 43 0
split_gain=3.05262e-05 0.000102344 6.39852e-05 9.30156e-05 0.000162251 8.47706e-05 0.000101299 9.04038e-05 9.13991e-05
threshold=0.081835000000000019 -0.024429999999999997 -0.037864999999999989 -0.056919999999999991 -0.10836499999999999 -0.084004999999999982 1.0000000180025095e-35 0.016310000000000002 -0.083914999999999976
decision_type=2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 -1 6 -4 8 -7
right_child=1 -3 5 -5 -6 7 -8 -9 -10
leaf_value=-0.023358683561431448 0.030936021478444865 -0.012445024805229812 0.041678779230370971 -0.033844728856346491 0.029421469625267163 0.003038228010320105 -0.0019043681635758085 0.011179957898698543 -0.038564263997176468
leaf_weight=0.0013695544152072738 0.0011625954703745533 0.0010217957065300817 0.0010698605651598904 0.0013399471231982027 0.0010134024005028935 0.0010012272913845351 0.0010633367668562272 0.0018897867603325791 0.001117488847511067
leaf_count=191 274 146 123 543 367 353 252 299 573
internal_value=0 0.0106436 -0.00242131 -0.0127657 -0.000912816 0.00384911 0.0199538 -0.00472132 -0.0189045
internal_weight=0 0.00218439 0.0098646 0.0037229 0.00238296 0.0061417 0.0021332 0.0040085 0.00211872
internal_count=3121 420 2701 1101 558 1600 375 1225 926
is_linear=0
shrinkage=0.1


Tree=3374
num_leaves=12
num_cat=0
split_feature=47 1 3 52 3 0 43 1 15 4 2
split_gain=0.000106913 0.000100871 0.000123996 8.85267e-05 0.000131673 0.000135554 0.00010164 0.000148448 7.46017e-05 6.85187e-05 1.4718e-05
threshold=0.13148500000000005 0.10752500000000002 0.11924500000000002 0.11434500000000002 0.090900000000000009 -0.077999999999999986 -0.0037449999999999996 0.088485000000000022 -0.10469999999999999 -0.35136499999999998 0.10005000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 8 4 5 6 -1 -8 -3 -7 -6
right_child=-2 2 -4 -5 10 9 7 -9 -10 -11 -12
leaf_value=-0.00083203544486141828 -0.00060930072869210179 0.00098146631072717236 -0.00016307489771612122 -0.00053730293100656462 0.00026605166251599449 -0.00019509658729908636 0.00026108864446504354 -0.00066992206725220759 0.0002791746043053636 0.00045341797181418019 0.00059715281339687838
leaf_weight=0.0012324743378667124 0.0010768424886829506 0.0010093206543517908 0.0013727624929972884 0.0013519370958996252 0.001016735382637135 0.0010086326118333711 0.0014867807291896401 0.0011818690700521328 0.0013720595838652141 0.0016527151605062527 0.0010483993156480409
leaf_count=1013 65 176 159 389 65 120 330 93 200 448 63
internal_value=0 3.22931e-05 0.000306274 -7.0774e-05 2.33063e-06 -0.000133555 -0.000366315 -0.00015123 0.000576833 0.000207635 0.000434141
internal_weight=0 0.0137337 0.00375414 0.00997954 0.00862761 0.00656247 0.00390112 0.00266865 0.00238138 0.00266135 0.00206513
internal_count=3121 3056 535 2521 2132 2004 1436 423 376 568 128
is_linear=0
shrinkage=0.00196078


Tree=3375
num_leaves=12
num_cat=0
split_feature=484 42 42 15 16 48 150 15 133 43 4
split_gain=0.000109711 0.000112779 8.9758e-05 9.96603e-05 0.000118367 0.000138454 9.20151e-05 8.80835e-05 0.000102731 8.07773e-05 0.000151501
threshold=-0.0068949999999999992 -0.11051499999999999 -0.088669999999999985 -0.15914499999999995 -0.36241499999999999 0.016865000000000002 0.087380000000000013 -0.0063699999999999989 0.087985000000000022 -0.073959999999999984 -0.077834999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 -4 -5 7 -7 -6 9 -9 -11
right_child=1 2 3 4 5 6 -8 8 -10 10 -12
leaf_value=-0.00061205361817497268 -0.00059503899334960113 0.00064327624102102586 0.00052332861801266273 -0.00052141104928031035 -0.00046120790686615004 0.00078879947644767815 2.9683533292280572e-05 0.00066489884922874736 -0.00048525545515967392 -0.00051152471404558434 0.0004782941076914676
leaf_weight=0.0010732372650605294 0.0010013523926864715 0.0010300820642843338 0.0014386351506675337 0.0015803826538386594 0.0017905038087421979 0.0013877726530279882 0.0011009185014015654 0.0010657883473510895 0.0010463941618744955 0.0011161044006342796 0.001272157089450236
leaf_count=503 159 201 297 173 430 242 99 105 263 437 212
internal_value=0 3.87283e-05 8.81973e-05 3.97361e-05 -2.74176e-05 6.15039e-05 0.000452991 -9.33677e-05 5.29777e-05 0.000216034 1.57228e-05
internal_weight=0 0.0138301 0.0128287 0.0117987 0.01036 0.00877964 0.00248869 0.00629095 0.00450044 0.00345405 0.00238826
internal_count=3121 2618 2459 2258 1961 1788 341 1447 1017 754 649
is_linear=0
shrinkage=0.00196078


Tree=3376
num_leaves=12
num_cat=0
split_feature=48 42 457 42 4 16 48 133 52 3 16
split_gain=0.000122335 0.000111742 0.000131384 0.000118493 0.000115219 0.000193457 0.000130967 0.000111826 0.000219913 0.000110381 0.000111569
threshold=0.12737000000000001 -0.11051499999999999 0.092360000000000012 -0.088669999999999985 0.40473500000000007 -0.36241499999999999 0.016865000000000002 0.087415000000000007 0.077655000000000016 -0.078934999999999991 -0.056919999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 5 -5 7 8 9 -7 -11
right_child=-2 2 -4 4 -6 6 -8 -9 -10 10 -12
leaf_value=-0.00058805233720136344 -0.00066664286740386624 0.00065537886001698121 0.00076492510772471279 -0.00079833596886546892 0.00051380144584336465 -0.00074049580839565757 0.00048057932697050614 -0.00068431757031991232 0.00059526951567442172 0.00042952981673664484 -0.0003969543708401034
leaf_weight=0.0010118175156354206 0.0010104339537934737 0.0010657016427617306 0.0010174575671288979 0.0013293759004522699 0.0013204358733199693 0.0012511973561145353 0.0017692369845023447 0.0011214678337194686 0.0016417454210873629 0.0011316507792236002 0.0014108659105620171
leaf_count=179 96 206 113 144 246 484 393 508 455 102 195
internal_value=0 3.9691e-05 8.83284e-05 3.11595e-05 -2.94484e-05 -0.00010374 7.16075e-06 -0.00012058 -4.26772e-06 -0.00026372 -2.90939e-05
internal_weight=0 0.014071 0.0130591 0.0120417 0.010976 0.00965554 0.00832616 0.00655693 0.00543546 0.00379371 0.00254252
internal_count=3121 3025 2846 2733 2527 2281 2137 1744 1236 781 297
is_linear=0
shrinkage=0.00196078


Tree=3377
num_leaves=13
num_cat=0
split_feature=484 15 457 403 403 42 2 133 12 3 15 15
split_gain=9.84893e-05 0.000179068 0.000169839 0.000119044 0.00013499 0.000131863 0.000177593 0.000109078 0.000219611 0.000197012 9.89576e-05 5.30083e-05
threshold=-0.0068949999999999992 -0.24436499999999997 -0.0029299999999999994 -1.0000000180025095e-35 0.096440000000000012 0.088060000000000013 0.086885000000000004 0.091580000000000009 0.084100000000000022 0.097915000000000016 -0.095869999999999983 -0.037864999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 -4 5 7 -7 8 9 10 -5 -11
right_child=1 2 3 4 -6 6 -8 -9 -10 11 -12 -13
leaf_value=-0.00071941088309316335 0.00066025645163713959 -0.00095557032530210078 -0.00076545845705296362 -0.00013233911535368083 -0.00072323586932911198 -0.00023827173827919279 0.00080905382601062547 0.00047180324056378913 -0.00078198646981768067 -0.0007567104827264227 0.00059985397172464955 -0.00015010874073066144
leaf_weight=0.0011663344711580611 0.0010319771709190019 0.0010222647651405821 0.0010274275608745153 0.001142319285225118 0.0011020020216172101 0.0010481990779284247 0.0015326325551008567 0.0010295929501039219 0.0018995164436704454 0.0010864102536319864 0.0018737465035202679 0.0011298625468230128
leaf_count=503 232 148 683 67 199 156 250 59 442 62 230 90
internal_value=0 -0.00012778 -0.000186312 -0.000125218 -6.96802e-05 -2.63486e-06 0.000383685 -0.000124798 -0.000210926 -3.61206e-06 0.00032254 -0.000447463
internal_weight=0 0.014926 0.013894 0.0128717 0.0118443 0.0107423 0.00258083 0.00816145 0.00713186 0.00523234 0.00301607 0.00221627
internal_count=3121 2618 2386 2238 1555 1356 406 950 891 449 297 152
is_linear=0
shrinkage=0.00196078


Tree=3378
num_leaves=11
num_cat=0
split_feature=484 42 42 15 16 48 150 15 42 0
split_gain=0.000130275 0.000111151 9.76426e-05 8.83304e-05 0.000106783 0.000111074 9.78523e-05 7.57038e-05 0.000107258 8.56097e-05
threshold=-0.0068949999999999992 -0.11051499999999999 -0.088669999999999985 -0.15914499999999995 -0.36241499999999999 0.016865000000000002 0.087380000000000013 -0.0063699999999999989 0.086325000000000013 -0.083914999999999976
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 -4 -5 7 -7 -6 9 -9
right_child=1 2 3 4 5 6 -8 8 -10 -11
leaf_value=-0.00065335816088335475 -0.00056956176610919377 0.00065523358600162566 0.00048710058696616428 -0.00048275602020848407 -0.00040073274419901236 0.00074455244339956532 -1.8848513501465012e-05 0.00073485299109039717 -0.00034166450254518915 4.106693502696154e-05
leaf_weight=0.00111901456077551 0.0010624296088272691 0.0010778919015513875 0.0014931326445153789 0.0016388179806882805 0.0019368909316756586 0.0014423333862310893 0.0011685484962900561 0.0010407867706405979 0.0016536916699921257 0.0019936339437634731
leaf_count=503 159 201 297 173 430 242 99 201 453 363
internal_value=0 4.099e-05 8.92335e-05 3.9905e-05 -2.14964e-05 6.03496e-05 0.000402878 -7.46393e-05 6.0086e-05 0.000279031
internal_weight=0 0.0145082 0.0134457 0.0123678 0.0108747 0.00923589 0.00261088 0.006625 0.00468811 0.00303442
internal_count=3121 2618 2459 2258 1961 1788 341 1447 1017 564
is_linear=0
shrinkage=0.00196078


Tree=3379
num_leaves=12
num_cat=0
split_feature=47 4 1 151 15 15 4 49 3 13 13
split_gain=9.77084e-05 8.33155e-05 0.000121105 7.41904e-05 7.61957e-05 9.47135e-05 9.54249e-05 0.000141896 7.33857e-05 8.43875e-05 7.14488e-05
threshold=0.13148500000000005 0.24564500000000003 0.111945 -0.086654999999999982 0.095175000000000023 -0.095869999999999983 0.0061450000000000003 -0.0060549999999999988 0.092670000000000016 -0.017449999999999997 0.061215000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 -1 5 -5 7 -7 9 -9 -11
right_child=-2 2 -4 4 -6 6 -8 8 -10 10 -12
leaf_value=0.00046350212136957885 -0.0005722610058360529 -3.3816959773200642e-05 0.00079629052904161028 -0.00052622891384467973 -0.00057227885643346891 -0.0007230574470900342 0.00043225671454380201 -0.00042672495290812086 0.00053812960669197176 0.00049598516278648688 -0.00020647342867035598
leaf_weight=0.0010247255471070313 0.001094467682520305 0.0014864541384110891 0.0012388471337984716 0.0012685752705863459 0.0011206409363578593 0.0010565225695471142 0.0019078310420768711 0.001442294121811022 0.0010180488165287827 0.0012407926961141426 0.0010096957582365722
leaf_count=226 65 147 264 223 371 251 253 638 73 405 205
internal_value=0 3.6365e-05 0.000343527 -3.91241e-05 -9.03e-05 -2.99087e-05 5.21245e-05 -7.36226e-05 7.20295e-05 -5.64678e-05 0.000180823
internal_weight=0 0.0138144 0.0027253 0.0110891 0.0100644 0.00894376 0.00767519 0.00576735 0.00471083 0.00369278 0.00225049
internal_count=3121 3056 411 2645 2419 2048 1825 1572 1321 1248 610
is_linear=0
shrinkage=0.00196078


Tree=3380
num_leaves=10
num_cat=0
split_feature=150 151 15 16 0 43 133 43 0
split_gain=2.55339e-05 8.63185e-05 5.36402e-05 7.88875e-05 0.000135024 6.97479e-05 8.69748e-05 7.62682e-05 8.04636e-05
threshold=0.081835000000000019 -0.024429999999999997 -0.037864999999999989 -0.056919999999999991 -0.10836499999999999 -0.084004999999999982 1.0000000180025095e-35 0.016310000000000002 -0.084144999999999984
decision_type=2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 -1 6 -4 8 -7
right_child=1 -3 5 -5 -6 7 -8 -9 -10
leaf_value=-0.021209625073461431 0.02795844946156012 -0.011466880828194772 0.037940789087353093 -0.031043472337469055 0.026493550229877844 0.0030369777080789286 -0.002100902605155414 0.010040379455283646 -0.035631073050475297
leaf_weight=0.0013984716874554642 0.0011829580767557198 0.0010467004372604395 0.0010783379233361015 0.0013608792719686305 0.0010306562252740273 0.0010230518609700668 0.0010915866534316398 0.0019342556847836145 0.0011353477256568982
leaf_count=191 274 146 123 543 367 344 252 299 582
internal_value=0 0.00945045 -0.0023783 -0.0117682 -0.000969615 0.00330434 0.0177977 -0.00438004 -0.0173029
internal_weight=0 0.00222966 0.0100526 0.00379001 0.00242913 0.00626258 0.00216992 0.00409266 0.0021584
internal_count=3121 420 2701 1101 558 1600 375 1225 926
is_linear=0
shrinkage=0.1


Tree=3381
num_leaves=10
num_cat=0
split_feature=47 50 4 43 16 16 13 52 4
split_gain=0.000103387 0.000112268 0.00010952 7.93725e-05 8.28101e-05 0.000165429 8.9756e-05 0.000171154 8.9245e-05
threshold=0.13148500000000005 0.088425000000000017 0.40473500000000007 -0.17390999999999998 0.22339500000000004 0.0047850000000000011 -0.086589999999999986 -0.0064899999999999992 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 6 -5 -8 -9
right_child=-2 -3 -4 4 -6 -7 7 8 -10
leaf_value=0.00042043408059939431 -0.00058247218744726399 -0.00051145091751103827 0.00061935610298156463 -0.00046867551922732465 -0.00043884091335672659 0.00060883922056909209 -0.00044596518437630577 0.00074072925188234905 5.3183275900557225e-05
leaf_weight=0.0017042441433115759 0.00112008776970035 0.0013057593657957818 0.001354479646897006 0.0017938356493125453 0.0016485205988109189 0.0015972946774054971 0.0017302918519919515 0.0012064125984401863 0.0018221160533009751
leaf_count=161 65 532 272 390 373 210 357 552 209
internal_value=0 3.63489e-05 9.19827e-05 2.98829e-05 -3.80455e-05 4.30248e-05 -9.48998e-05 4.59949e-05 0.000327067
internal_weight=0 0.014163 0.0128572 0.0115027 0.00979847 0.00814995 0.00655266 0.00475882 0.00302853
internal_count=3121 3056 2524 2252 2091 1718 1508 1118 761
is_linear=0
shrinkage=0.00196078


Tree=3382
num_leaves=8
num_cat=0
split_feature=4 16 2 133 52 4 0
split_gain=2.87723e-05 5.26621e-05 5.95363e-05 6.22217e-05 8.71727e-05 9.31775e-05 9.21529e-05
threshold=0.40473500000000007 -0.36241499999999999 0.10912000000000001 0.090310000000000015 0.077655000000000016 -0.04890499999999999 -0.10607499999999999
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 4 5 -3 -7
right_child=-2 2 -4 -5 -6 6 -8
leaf_value=-0.019160489048591314 0.013141718449779972 -0.028265132618128543 0.017257493084035191 -0.024312666693146034 0.020542329364524051 0.018962341136201946 -0.014231757013393629
leaf_weight=0.0015304895923624372 0.0014256079052095737 0.0013523902241832546 0.0017880879404175674 0.0011627659126486967 0.0016604103519127162 0.0017215282311291759 0.0016265598039106736
leaf_count=180 304 447 383 460 607 131 609
internal_value=0 -0.00196992 0.000855542 -0.00304258 0.000845575 -0.00611216 0.00283607
internal_weight=0 0.0108422 0.00931174 0.00752365 0.00636089 0.00470048 0.00334809
internal_count=3121 2817 2637 2254 1794 1187 740
is_linear=0
shrinkage=0.1


Tree=3383
num_leaves=9
num_cat=0
split_feature=13 133 4 16 52 16 2 15
split_gain=2.77717e-05 5.17772e-05 5.6389e-05 4.12076e-05 8.74032e-05 7.73587e-05 6.14967e-05 7.15436e-05
threshold=0.18141000000000002 0.083950000000000011 -0.082109999999999975 -0.008904999999999998 -0.07167999999999998 -0.088159999999999988 0.093175000000000022 -0.043924999999999992
decision_type=2 2 2 2 2 2 2 2
left_child=1 3 -3 5 -5 6 7 -1
right_child=-2 2 -4 4 -6 -7 -8 -9
leaf_value=-0.0056753323103949866 -0.012968842245955629 0.032381581363724543 -0.00013128692065346684 -0.0097472366240779745 0.024249609971153146 -0.023891765305368143 -0.01354035408527958 0.030917868830796325
leaf_weight=0.0010847903098784794 0.0014937870825033417 0.0010282766170952983 0.0011084849735865732 0.0014894581525262112 0.0015361574012684046 0.0018210921621063707 0.0016077827564142623 0.0010528129153534241
leaf_count=166 162 154 826 399 261 664 248 241
internal_value=0 0.00158451 0.0155149 -0.00187984 0.00751355 -0.00698554 0.00123465 0.0123476
internal_weight=0 0.0107289 0.00213676 0.00859209 0.00302562 0.00556648 0.00374539 0.0021376
internal_count=3121 2959 980 1979 660 1319 655 407
is_linear=0
shrinkage=0.1


Tree=3384
num_leaves=9
num_cat=0
split_feature=4 151 15 16 0 2 52 15
split_gain=2.66247e-05 4.73171e-05 7.48542e-05 7.79943e-05 8.9146e-05 6.7383e-05 8.91905e-05 6.62501e-05
threshold=0.40473500000000007 -0.024429999999999997 -0.10469999999999999 -0.092484999999999984 -0.099059999999999995 0.10097500000000002 0.083680000000000018 0.086885000000000004
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 -3 7 -5 6 -6 -4
right_child=-2 2 3 4 5 -7 -8 -9
leaf_value=0.012968672601638904 0.012695062614487884 -0.029497997238256263 -0.035781189057636241 0.027577004801767238 -0.0084849703725037081 -0.019977420739401119 0.025856372371275194 0.00017449090620241445
leaf_weight=0.0017906888240698986 0.0014203134890400657 0.0010821925386834208 0.0010495141195628246 0.0012960180536481097 0.0017716510166169985 0.001446138530543521 0.0013195891396061586 0.0010014138665897232
leaf_count=473 304 206 249 127 740 367 547 108
internal_value=0 -0.00187225 -0.00483611 -0.00145105 0.00444639 -0.00216044 0.00617467 -0.018225
internal_weight=0 0.0107572 0.00896652 0.00788432 0.0058334 0.00453738 0.00309124 0.00205093
internal_count=3121 2817 2344 2138 1781 1654 1287 357
is_linear=0
shrinkage=0.1


Tree=3385
num_leaves=10
num_cat=0
split_feature=1 16 15 2 12 15 1 2 0
split_gain=2.6385e-05 8.79807e-05 9.42435e-05 5.06743e-05 7.11518e-05 8.99003e-05 0.000140863 0.000109452 7.09414e-05
threshold=0.077565000000000009 0.19444000000000003 0.035560000000000008 0.11548000000000001 0.10097500000000002 0.013270000000000002 0.11103500000000001 1.0000000180025095e-35 -0.23001499999999997
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 6 7 -2 -9
right_child=3 -3 -4 -5 -6 -7 -8 8 -10
leaf_value=-0.036398505297632146 -0.013398769192329999 0.01618176444683575 9.7904748300479811e-05 0.018887710434954109 0.02262074980278372 -0.03227681600401968 -0.029600868905038366 0.007167508629082199 0.04418154508919267
leaf_weight=0.0012806574587527467 0.0011469287430149189 0.0011834960646101519 0.0015810305917316615 0.0016313911026341931 0.0010768660416026754 0.0010192130707411548 0.0011335381954502479 0.001068727046305451 0.0010044864895226296
leaf_count=663 229 196 777 312 125 345 167 76 231
internal_value=0 -0.00675079 -0.0162349 0.00314244 -0.000840141 -0.00554231 0.000716343 0.0113885 0.0251011
internal_weight=0 0.00404518 0.00286169 0.00808115 0.00644976 0.00537289 0.00435368 0.00322014 0.00207321
internal_count=3121 1636 1440 1485 1173 1048 703 536 307
is_linear=0
shrinkage=0.1


Tree=3386
num_leaves=11
num_cat=0
split_feature=484 42 15 43 131 42 13 16 16 52
split_gain=0.000100691 8.54921e-05 8.94167e-05 0.000106023 0.000126981 8.57652e-05 0.000142129 0.000135473 0.000100863 6.90646e-05
threshold=-0.0068949999999999992 -0.11051499999999999 -0.15914499999999995 -0.17390999999999998 0.077555000000000027 0.086325000000000013 -0.010384999999999998 -0.11676499999999999 -0.056919999999999991 0.008405000000000001
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 -4 5 6 9 -8 -9 -5
right_child=1 2 3 4 -6 -7 7 8 -10 -11
leaf_value=-0.00057893962027028858 -0.000512539384199698 0.00054368522714122154 0.00052095986395492766 0.00074997341990754279 -0.00064492805582808035 -0.00036120359139191953 -0.00071639235896857746 0.00041523381297484699 -0.00025822035534444623 0.00010340483756712398
leaf_weight=0.001095238677225969 0.001003707436997456 0.0014310523027251899 0.0014412034997127203 0.0015753229707276464 0.0012046311131425009 0.0017028097850551984 0.0010100526182822856 0.0018295035270368882 0.0016052020917484565 0.0010642765578887971
leaf_count=503 159 315 114 301 359 629 78 213 302 148
internal_value=0 3.86172e-05 8.16207e-05 2.37848e-05 -4.79271e-05 3.39157e-05 0.000128887 -8.51381e-05 0.000100496 0.000489279
internal_weight=0 0.0138678 0.0128641 0.011433 0.0099918 0.00878717 0.00708436 0.00444476 0.00343471 0.0026396
internal_count=3121 2618 2459 2144 2030 1671 1042 593 515 449
is_linear=0
shrinkage=0.00196078


Tree=3387
num_leaves=12
num_cat=0
split_feature=48 48 51 2 1 2 160 3 12 3 15
split_gain=0.000117589 0.000137108 0.000120735 9.57523e-05 9.03753e-05 0.000122001 0.000103407 8.94264e-05 0.000118129 0.000148535 7.78929e-05
threshold=0.12879500000000002 0.096390000000000017 0.08955500000000001 -1.0000000180025095e-35 0.12500000000000003 0.088225000000000012 0.085045000000000023 -0.11255999999999998 0.090020000000000017 -0.0096849999999999974 -0.0063699999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 10 7 -7 9 -9 -5
right_child=-2 -3 -4 4 -6 6 -8 8 -10 -11 -12
leaf_value=0.00059279350329069622 -0.00065809211634899217 0.00062335946632237121 -0.00058645372728015268 -0.00081196467715893676 0.00049539733061747119 0.00041500231228819469 0.00063109260990128907 0.00063081343712215838 -0.00067488657131459218 -0.00037283784506104951 -0.00015687252091251184
leaf_weight=0.0010857629331092354 0.0010000864908726809 0.0013847646571827346 0.0013253221030914272 0.0011537830879525322 0.0011540113414305843 0.0012064113479806626 0.0010538422347667539 0.0010049286999055901 0.0012980789856762813 0.0013007073425487588 0.0017658839307924117
leaf_count=173 90 215 310 378 138 136 181 197 396 152 755
internal_value=0 3.83073e-05 -2.72994e-05 3.99265e-05 -2.04783e-05 -8.82551e-05 7.48041e-05 -4.70721e-05 -0.00020176 6.46111e-05 -0.000415749
internal_weight=0 0.0137335 0.0123487 0.0110234 0.00993765 0.00878364 0.00586397 0.00481013 0.00360372 0.00230564 0.00291967
internal_count=3121 3031 2816 2506 2333 2195 1062 881 745 349 1133
is_linear=0
shrinkage=0.00196078


Tree=3388
num_leaves=9
num_cat=0
split_feature=12 50 48 48 4 12 1 0
split_gain=2.80563e-05 7.4187e-05 7.12095e-05 9.86332e-05 7.53407e-05 0.000145188 8.50022e-05 8.22334e-05
threshold=-0.010834999999999999 0.088425000000000017 0.11077000000000002 0.091545000000000015 -0.033174999999999989 0.089735000000000023 0.111945 -0.10224499999999999
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 -2 7 -6
right_child=1 -3 -4 -5 6 -7 -8 -9
leaf_value=0.011952728293153863 -0.038015039556253509 -0.027548773492890439 -0.024415325028520167 0.031750683751742594 -0.014976896182018813 0.0056491902148356702 0.030067093386894617 0.018916273264685098
leaf_weight=0.0016542232682459123 0.0012848713924863858 0.0010298016441372604 0.0010076114312284326 0.0010922545284012333 0.0017324838957148867 0.0018695587994144226 0.00125828086222491 0.0012199149461774028
leaf_count=421 598 519 95 149 196 515 155 473
internal_value=0 -0.00205933 0.000713957 0.00370786 -0.000450921 -0.0121362 0.00830314 -0.000972425
internal_weight=0 0.0104948 0.00946498 0.00845736 0.00736511 0.00315443 0.00421068 0.0029524
internal_count=3121 2700 2181 2086 1937 1113 824 669
is_linear=0
shrinkage=0.1


Tree=3389
num_leaves=10
num_cat=0
split_feature=42 42 15 484 1 15 16 0 133
split_gain=2.70618e-05 3.78434e-05 6.49608e-05 4.41338e-05 6.09434e-05 8.31311e-05 0.000131833 0.000195988 4.01635e-05
threshold=0.10256000000000001 0.091295000000000015 0.090615000000000015 0.085515000000000022 0.077565000000000009 -0.016799999999999995 -0.056919999999999991 -0.20211999999999997 0.083950000000000011
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 8 6 7 -6 -1
right_child=-2 -3 -4 -5 5 -7 -8 -9 -10
leaf_value=-0.029630520278793555 -0.015880076415394781 0.017677100718871751 -0.024914254193299845 0.020826448671910008 -0.019243622641011489 0.023825511622519127 -0.031988086158654942 0.032197307039002122 -0.0014809127075084323
leaf_weight=0.0010171025276107006 0.0010015672139766394 0.0012494889393566142 0.0010030725781076848 0.0010852875467959686 0.0013940937687531019 0.00161131806908412 0.0011338920774402158 0.001580132679878039 0.0010103546819579499
leaf_count=600 346 357 298 262 91 331 220 244 372
internal_value=0 0.00128408 -0.000798515 0.00194031 -0.000705506 0.00457528 -0.00297519 0.00808567 -0.0156026
internal_weight=0 0.0110847 0.00983525 0.00883218 0.00774689 0.00571944 0.00410812 0.00297423 0.00202746
internal_count=3121 2775 2418 2120 1858 886 555 335 972
is_linear=0
shrinkage=0.1


Tree=3390
num_leaves=12
num_cat=0
split_feature=47 4 1 151 0 4 47 1 12 12 2
split_gain=0.000128773 0.000128801 0.000113435 9.05543e-05 8.53339e-05 0.000142242 0.000138298 0.000133362 9.93923e-05 0.000139458 6.46047e-05
threshold=0.13148500000000005 0.24564500000000003 0.111945 -0.086769999999999986 -0.10224499999999999 0.033845000000000007 0.085270000000000026 0.088485000000000022 0.088305000000000008 0.092355000000000007 0.092235000000000025
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 -1 5 10 7 8 -6 -10 -5
right_child=-2 2 -4 4 6 -7 -8 -9 9 -11 -12
leaf_value=0.00050881979248061139 -0.00062453973130583329 5.8533195692420226e-05 0.00084504064207662649 -0.0003770568900555248 -0.00032848456231870861 -0.00084505303248160152 0.00063655974280598456 -0.00067368118923125673 0.00069220728041275142 -0.00016970599706634109 0.00031747374575436367
leaf_weight=0.0010312856982191846 0.0011870068010629295 0.0015274963475936855 0.0013093633898875656 0.0010263486343548584 0.0016569197345161898 0.0013635454483929207 0.0011783153320027023 0.001228767102592853 0.0014871500232383555 0.0014022747129505536 0.0010333595768799303
leaf_count=223 65 147 264 107 717 105 215 429 280 464 105
internal_value=0 4.76564e-05 0.000421549 -4.53207e-05 -0.000100394 -0.000353814 2.43678e-05 -0.00010054 5.43666e-05 0.00027391 -2.86095e-05
internal_weight=0 0.0142448 0.00283686 0.011408 0.0103767 0.00342325 0.00695343 0.00577511 0.00454634 0.00288942 0.00205971
internal_count=3121 3056 411 2645 2422 317 2105 1890 1461 744 212
is_linear=0
shrinkage=0.00196078


Tree=3391
num_leaves=9
num_cat=0
split_feature=11 48 0 15 3 13 13 16
split_gain=2.92956e-05 4.21969e-05 0.000106867 5.25636e-05 0.000144546 9.48684e-05 7.66179e-05 7.57451e-05
threshold=0.079915000000000014 0.016865000000000002 -0.20211999999999997 -0.016799999999999995 0.10542000000000001 -0.016469999999999995 0.021350000000000004 -0.056919999999999991
decision_type=2 2 2 2 2 2 2 2
left_child=1 3 -3 7 5 -5 -7 -1
right_child=-2 2 -4 4 -6 6 -8 -9
leaf_value=0.00095404172561198888 -0.015984621928978458 -0.0079078264135443548 0.029197831614330844 -0.024059693020777654 0.034591435287406914 0.023878050496450878 -0.01155296857214343 -0.033053561199270019
leaf_weight=0.0014970238773387868 0.0010624244532168028 0.0015013967064181344 0.0016069041926144055 0.0016444732222452344 0.0011537540143264913 0.0012811211093133692 0.0011656384007707014 0.0011643325006574154
leaf_count=439 199 82 490 808 71 407 187 438
internal_value=0 0.0014033 0.0112748 -0.00247757 0.00333053 -0.00548525 0.00699868 -0.0139241
internal_weight=0 0.0110146 0.0031083 0.00790634 0.00524499 0.00409123 0.00244676 0.00266136
internal_count=3121 2922 572 2350 1473 1402 594 877
is_linear=0
shrinkage=0.1


Tree=3392
num_leaves=9
num_cat=0
split_feature=0 3 12 1 47 15 13 52
split_gain=2.57957e-05 6.89399e-05 9.55692e-05 5.84505e-05 7.90538e-05 6.6197e-05 6.55264e-05 4.49213e-05
threshold=-0.062294999999999996 0.076840000000000006 0.080890000000000017 0.085110000000000005 0.087235000000000021 0.088235000000000022 -0.00096999999999999983 -0.066844999999999988
decision_type=2 2 2 2 2 2 2 2
left_child=3 2 -2 5 6 -1 -5 -8
right_child=1 -3 -4 4 -6 -7 7 -9
leaf_value=-0.034293744206908582 0.039450244313344006 -0.012099543348079621 0.00052086706080772035 0.027287649232509294 -0.014314237715658594 3.0632163431745033e-05 -0.012521864127038816 0.014930221950565752
leaf_weight=0.0011189642956825046 0.0010389446094989981 0.0013289169441009453 0.0016045112524200045 0.0014276068222933073 0.0019739076781485781 0.0011285408813931676 0.0012837886226420691 0.0011127259377260602
leaf_count=1164 166 126 303 539 223 374 80 146
internal_value=0 0.00648053 0.0158211 -0.00336833 0.00193839 -0.0170584 0.0103276 0.000224417
internal_weight=0 0.00397237 0.00264346 0.00804553 0.00579803 0.00224751 0.00382412 0.00239651
internal_count=3121 595 469 2526 988 1538 765 226
is_linear=0
shrinkage=0.1


Tree=3393
num_leaves=10
num_cat=0
split_feature=4 43 0 151 2 0 0 15 3
split_gain=2.82754e-05 8.54066e-05 7.84823e-05 5.94506e-05 6.80952e-05 8.02242e-05 8.23862e-05 6.04823e-05 2.77313e-05
threshold=-0.49405499999999997 -0.24021999999999996 -0.061629999999999997 -0.044604999999999992 0.088225000000000012 -0.22491999999999998 -0.11991499999999998 -0.024814999999999997 -0.10519499999999998
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 7 -6 -7 -5 -4
right_child=1 2 8 4 5 6 -8 -9 -10
leaf_value=-0.015719559376365665 -0.024700725140492982 -0.01759260575335336 0.033069160267926931 -0.025637395882990268 0.035754772095141565 -0.018875331712490548 0.01744008775795362 0.0073800908043173191 0.010900607330717522
leaf_weight=0.001056706558003522 0.0011235748878717236 0.0016067916803338906 0.0010030999192517263 0.0011498665923242199 0.0010547922595947057 0.0010332394493942874 0.0015799405315117115 0.0010720751535502246 0.001289891377780481
leaf_count=156 156 428 124 331 52 167 686 749 272
internal_value=0 0.00141198 0.00440897 -0.000542879 0.00410835 0.012477 0.00308114 -0.00970663 0.0205985
internal_weight=0 0.0109133 0.0097897 0.00749671 0.00588991 0.00366797 0.00261318 0.00222194 0.00229299
internal_count=3121 2965 2809 2413 1985 905 853 1080 396
is_linear=0
shrinkage=0.1


Tree=3394
num_leaves=9
num_cat=0
split_feature=11 48 0 42 4 15 3 13
split_gain=2.4627e-05 3.60901e-05 9.43171e-05 4.21958e-05 9.64214e-05 7.9306e-05 7.67016e-05 8.335e-05
threshold=0.079915000000000014 0.016865000000000002 -0.20211999999999997 0.086325000000000013 0.066685000000000008 -0.016799999999999995 0.10542000000000001 -0.0034749999999999994
decision_type=2 2 2 2 2 2 2 2
left_child=1 3 -3 5 -5 -1 7 -7
right_child=-2 2 -4 4 -6 6 -8 -9
leaf_value=-0.014577841988055432 -0.01467376730352063 -0.0075843424666858575 0.027512715654947225 -0.031721514526489906 0.009546549037467239 0.019804913475551203 0.032520204602521322 -0.016471797983309461
leaf_weight=0.0018227680861046445 0.0010552435329337908 0.0014843837747320343 0.0015814203354843279 0.001293486715308071 0.0010068912258895152 0.0012388625617986645 0.0011368671417837928 0.0012958535270071729
leaf_count=501 199 82 490 773 179 487 71 339
internal_value=0 0.0013279 0.0105196 -0.00228736 -0.0136582 0.00247339 0.0109385 0.00125873
internal_weight=0 0.0108605 0.0030658 0.00779473 0.00230038 0.00549435 0.00367158 0.00253472
internal_count=3121 2922 572 2350 952 1398 897 826
is_linear=0
shrinkage=0.1


Tree=3395
num_leaves=8
num_cat=0
split_feature=4 16 12 52 4 0 52
split_gain=2.57858e-05 4.90179e-05 4.66971e-05 5.14334e-05 6.26208e-05 7.8983e-05 3.93748e-05
threshold=0.40473500000000007 -0.36241499999999999 0.10388500000000002 0.077655000000000016 -0.04890499999999999 -0.13027499999999997 0.10611000000000001
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 -6 -5
right_child=-2 2 -4 6 5 -7 -8
leaf_value=-0.018742741351606969 0.01270853730051167 -0.01627453548395175 -0.01805525600799579 0.027909014944505275 0.022250703254671295 -0.0076600505620897904 0.0023562605002894845
leaf_weight=0.0014650942824602125 0.00139181097065253 0.0019100999156674956 0.001127461906590529 0.0012767952866888648 0.0016430725136234328 0.0019080307614985188 0.0011427725407224536
leaf_count=180 304 609 286 437 161 771 373
internal_value=0 -0.00177898 0.000980001 0.00370328 -0.00167401 0.00617946 0.0158403
internal_weight=0 0.0104733 0.00900823 0.00788077 0.0054612 0.0035511 0.00241957
internal_count=3121 2817 2637 2351 1541 932 810
is_linear=0
shrinkage=0.1


Tree=3396
num_leaves=9
num_cat=0
split_feature=2 15 16 2 133 52 16 15
split_gain=2.65478e-05 4.97275e-05 6.76937e-05 5.67837e-05 6.55711e-05 9.19588e-05 6.91505e-05 0.000145981
threshold=-1.0000000180025095e-35 -0.15914499999999995 -0.36241499999999999 0.10981000000000002 0.090310000000000015 -0.088204999999999992 -0.0064149999999999997 -0.091964999999999977
decision_type=2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 5 -4 7 -7
right_child=1 2 3 -5 -6 6 -8 -9
leaf_value=0.01499952744182897 0.018052370767984004 -0.023559633048002897 -0.022736828937752206 0.01610727818805056 -0.02675477235673776 0.023656049809401523 0.025219128822681233 -0.023986594093036565
leaf_weight=0.0010638062679112258 0.0011542605825746064 0.0014833845946212237 0.0013354447133217479 0.0016699492126988772 0.0011052740928278728 0.0011856915234310216 0.0014281864085834923 0.0014055176997470782
leaf_count=199 266 204 399 361 440 167 221 864
internal_value=0 -0.00155974 -0.00391451 -0.000330131 -0.00457923 -2.04783e-06 0.00755159 -0.00218616
internal_weight=0 0.0107677 0.00961345 0.00813006 0.00646011 0.00535484 0.0040194 0.00259121
internal_count=3121 2922 2656 2452 2091 1651 1252 1031
is_linear=0
shrinkage=0.1


Tree=3397
num_leaves=11
num_cat=0
split_feature=484 41 3 3 2 15 15 52 13 4
split_gain=0.000110807 7.38302e-05 0.000133178 9.24815e-05 0.000105918 0.000187062 0.000126463 8.08928e-05 7.17964e-05 6.94358e-05
threshold=-0.0068949999999999992 0.075585000000000013 -0.10519499999999998 -0.084074999999999997 0.10613000000000002 -0.074054999999999996 -0.016799999999999995 -0.066844999999999988 0.14871000000000004 -0.059649999999999988
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 8 -4 6 -6 7 -5 -2 -8
right_child=1 -3 3 4 5 -7 9 -9 -10 -11
leaf_value=-0.00062692074004667736 0.00088701389910167774 -0.00045120149965320122 -0.00054332140244620943 -0.00040541162155285313 0.00030632731543121935 -0.00067839490908308954 0.00019536372647918702 0.0002116206469501025 0.00016233174137889224 0.00079123072150865585
leaf_weight=0.0010303373072309404 0.0010744382209689303 0.0010830009013724209 0.0011101129278024329 0.0014811817734132612 0.0013197348929067996 0.0016933113391261255 0.0015172407223367215 0.0018213410391039208 0.0010289993999049868 0.0014904903169936448
leaf_count=503 159 146 587 232 241 211 483 334 94 131
internal_value=0 3.99783e-05 8.24091e-05 -8.33193e-06 5.53686e-05 -0.00024708 0.000199783 -6.51184e-05 0.0005325 0.000490647
internal_weight=0 0.0136199 0.0125369 0.0104334 0.0093233 0.00301305 0.00631025 0.00330252 0.00210344 0.00300773
internal_count=3121 2618 2472 2219 1632 452 1180 566 253 614
is_linear=0
shrinkage=0.00196078


Tree=3398
num_leaves=10
num_cat=0
split_feature=4 0 1 15 13 3 2 47 1
split_gain=2.47668e-05 6.98883e-05 4.23463e-05 6.35601e-05 6.05856e-05 7.57884e-05 7.34345e-05 8.87302e-05 5.70713e-05
threshold=-0.49405499999999997 1.0000000180025095e-35 0.077565000000000009 0.088235000000000022 -0.094514999999999988 0.10893000000000001 0.090545000000000014 0.09550500000000002 0.091900000000000023
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 -4 6 7 8 -6
right_child=1 -3 4 -5 5 -7 -8 -9 -10
leaf_value=-0.014799208396566097 -0.032064789332018492 0.023724709332201707 0.021470491511260736 0.0016766721879040358 -0.0001594370458360983 -0.022495990573869099 0.023396397713487185 0.019350199524748951 -0.032960000992850048
leaf_weight=0.0010410475455858133 0.0010157653139631498 0.0012362288788576063 0.0013286070834050076 0.0012395925392464612 0.0010955295744265754 0.0014000592083092123 0.0013771722557486482 0.0010628536996070345 0.0010284413110649305
leaf_count=156 1158 186 231 393 279 92 243 128 255
internal_value=0 0.00135221 -0.00154446 -0.0135198 0.00215907 -0.00214292 0.00410062 -0.00423797 -0.0160417
internal_weight=0 0.0107842 0.00954802 0.00225536 0.00729266 0.00596406 0.004564 0.00318682 0.00212397
internal_count=3121 2965 2779 1551 1228 997 905 662 534
is_linear=0
shrinkage=0.1


Tree=3399
num_leaves=10
num_cat=0
split_feature=484 41 3 2 15 15 42 52 42
split_gain=8.418e-05 6.36022e-05 0.000100888 6.20254e-05 0.000182697 8.94992e-05 0.000114104 9.22217e-05 5.45121e-05
threshold=-1.0000000180025095e-35 0.075585000000000013 -0.11255999999999998 0.10613000000000002 -0.074054999999999996 0.091295000000000015 0.086325000000000013 -0.0064899999999999992 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 5 -5 6 7 -4 -9
right_child=1 -3 3 4 -6 -7 -8 8 -10
leaf_value=-0.00052319409257579191 0.00052548148552427276 -0.00042608410356380529 -0.00018378878732453708 0.00033789817211947817 -0.00063990970079818741 0.00064235957875532438 -0.00045610550099871885 2.560897751089386e-05 0.00058278032292593705
leaf_weight=0.0010764424360167934 0.0017282148181070297 0.0010057380618460352 0.0017629649945073247 0.0012796454995466101 0.0017249868247516476 0.0010453642195868834 0.0014640621139579363 0.001051112771296066 0.0018872731077631132
leaf_count=515 215 144 333 261 232 325 461 435 200
internal_value=0 4.74675e-05 8.73439e-05 1.32209e-05 -0.00022347 0.000111847 2.18969e-05 0.000170753 0.00038347
internal_weight=0 0.0129494 0.0119436 0.0102154 0.00300463 0.00721078 0.00616541 0.00470135 0.00293839
internal_count=3121 2606 2462 2247 493 1754 1429 968 635
is_linear=0
shrinkage=0.00196078


Tree=3400
num_leaves=12
num_cat=0
split_feature=41 2 52 1 47 160 4 2 1 16 16
split_gain=0.000110022 9.84694e-05 7.38271e-05 6.46307e-05 0.000131038 9.23739e-05 6.07547e-05 0.000137177 8.80017e-05 0.000121216 0.000194682
threshold=0.078065000000000009 -1.0000000180025095e-35 0.19022000000000003 0.13146500000000003 1.0000000180025095e-35 -0.081069999999999989 0.0061450000000000003 0.11215000000000001 0.088770000000000016 -0.083134999999999987 0.19444000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 -3 8 -8 9 -7 -11
right_child=-2 2 -4 -5 -6 6 7 -9 -10 10 -12
leaf_value=0.00059789650851814306 -0.00063422007102798613 0.00063773911351332169 -0.00049826370427449103 0.0004735790516510502 -0.00052238605800589632 0.00047838166778493997 0.00053638848530797962 -0.00035045006232431371 -0.00058007663401586174 -0.00085811476154050242 0.0002914915304849291
leaf_weight=0.0011147995583710409 0.00100047113136885 0.0010152977982880703 0.0010880680469717236 0.0011667632312872449 0.0016382392664373311 0.0014099739301977293 0.001945579111672948 0.0010232692486462983 0.001224180788105194 0.0010769082660383521 0.0011945996516464054
leaf_count=177 154 276 335 152 299 343 197 136 363 574 115
internal_value=0 3.90079e-05 -9.73295e-06 3.57192e-05 -1.28063e-05 8.11006e-05 9.33052e-06 0.000230723 -0.000124654 2.67855e-05 -0.00025353
internal_weight=0 0.0138977 0.0127829 0.0116948 0.010528 0.00888981 0.00787451 0.00296885 0.00490566 0.00368148 0.00227151
internal_count=3121 2967 2790 2455 2303 2004 1728 333 1395 1032 689
is_linear=0
shrinkage=0.00196078


Tree=3401
num_leaves=10
num_cat=0
split_feature=11 43 12 42 13 52 0 4 4
split_gain=2.75422e-05 3.53853e-05 6.85227e-05 0.000106269 5.97883e-05 7.6724e-05 6.5034e-05 6.80355e-05 2.94427e-05
threshold=0.079915000000000014 -0.052894999999999991 0.051320000000000005 0.088200000000000014 -0.095304999999999987 -0.069804999999999992 -0.10011499999999998 0.057560000000000007 -0.077519999999999992
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 8 -6 7 -7 -3
right_child=-2 4 3 -5 5 6 -8 -9 -10
leaf_value=0.027628365828991915 -0.015444788191929052 0.023628702932134746 -0.021990728644207591 0.019455348082991642 -0.029755090777339663 0.028737588891334237 -0.01783452092351771 -0.0068052692924440127 -1.5934966802267987e-05
leaf_weight=0.0013194211219909506 0.0010601620536089549 0.0010101906710763275 0.0011977760721372493 0.0012794888647018993 0.0012906718664288186 0.0010001025709851508 0.0014374452547188388 0.0011669700465031518 0.0011001979117803403
leaf_count=282 199 70 690 400 218 74 844 128 216
internal_value=0 0.00144573 0.00922025 -0.000584139 -0.00276769 -0.00883341 -0.00134197 0.00959774 0.0113022
internal_weight=0 0.0108023 0.00379669 0.00247726 0.00700558 0.00489519 0.00360452 0.00216707 0.00211039
internal_count=3121 2922 1372 1090 1550 1264 1046 202 286
is_linear=0
shrinkage=0.1


Tree=3402
num_leaves=12
num_cat=0
split_feature=484 41 3 0 151 12 13 4 160 15 12
split_gain=0.000122 7.88513e-05 0.000106509 8.75888e-05 0.000103162 9.16557e-05 0.000149386 9.02425e-05 7.32687e-05 7.05915e-05 4.41089e-05
threshold=-0.0068949999999999992 0.075585000000000013 -0.11255999999999998 -0.10011499999999998 -0.044604999999999992 -0.010834999999999999 -0.0034749999999999994 -0.083854999999999985 0.08325500000000001 -0.10469999999999999 0.090285000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 -4 -5 7 -7 9 -6 -9
right_child=1 -3 3 5 8 6 -8 10 -10 -11 -12
leaf_value=-0.00066524336302398862 0.00052778562732881098 -0.00047363182455102573 -0.00031554211569783909 0.00036327136547542355 0.00015624650781695813 0.00038315760344339298 -0.00085270720468129196 -0.00059610166045661174 -0.0001133380748333944 0.00075677190446652028 -1.6203764560367467e-05
leaf_weight=0.0010262055199814777 0.0017535612170536804 0.0010752792117510171 0.0012152816421226037 0.0010163015785471128 0.0013591816649560426 0.0011330292884489004 0.0012859753003870663 0.0010163487631493374 0.0010432412580932415 0.0016862366518739791 0.0010009388877805286
leaf_count=503 216 146 125 218 112 186 410 539 80 125 461
internal_value=0 3.58964e-05 7.96918e-05 6.64228e-06 0.000186041 -0.000167866 -0.000289543 -5.96567e-05 0.000335128 0.000488755 -0.000308368
internal_weight=0 0.0135854 0.0125101 0.0107565 0.00530394 0.00545259 0.00443629 0.00315032 0.00408866 0.00304542 0.00201729
internal_count=3121 2618 2472 2256 442 1814 1596 1186 317 237 1000
is_linear=0
shrinkage=0.00196078


Tree=3403
num_leaves=10
num_cat=0
split_feature=4 43 13 151 49 0 15 0 4
split_gain=2.38098e-05 6.94238e-05 6.86334e-05 4.54753e-05 8.75893e-05 0.000107675 0.000102044 0.000136953 0.000122831
threshold=-0.49405499999999997 -0.24021999999999996 0.016935000000000002 -0.044604999999999992 -0.054319999999999993 -0.16360999999999995 -0.10469999999999999 -0.10011499999999998 -0.083854999999999985
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 -5 -6 -7 -8 -9
right_child=1 2 -4 4 5 6 7 8 -10
leaf_value=-0.014489922512842307 -0.022316395237149268 -0.014122865662707141 0.028439769309754871 -0.019297179736623812 0.039197563520852352 -0.024104628467897696 0.041616009927572917 0.02299320648706853 -0.020060787702302643
leaf_weight=0.0010439396094655022 0.0011141960557892452 0.0015933300232065205 0.0010303632558796147 0.001262574264086689 0.001023816188397089 0.0010483615118274483 0.0010604756469199837 0.0011972325516215738 0.0014840300845995451
leaf_count=156 156 429 287 153 92 303 118 310 1117
internal_value=0 0.00132443 0.00403989 0.00114009 0.00457667 0.00976122 0.00346962 0.0111954 -0.000836396
internal_weight=0 0.0108144 0.00970018 0.00866982 0.00707649 0.00581392 0.0047901 0.00374174 0.00268126
internal_count=3121 2965 2809 2522 2093 1940 1848 1545 1427
is_linear=0
shrinkage=0.1


Tree=3404
num_leaves=9
num_cat=0
split_feature=52 49 484 12 52 4 1 1
split_gain=2.54484e-05 4.24553e-05 5.93133e-05 6.41154e-05 0.00017263 9.22784e-05 8.33194e-05 0.000124278
threshold=0.15915500000000002 -0.081404999999999991 0.084040000000000017 0.090020000000000017 0.077655000000000016 0.09173000000000002 0.11212500000000002 0.092390000000000014
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 3 4 6 -5 7 -3
right_child=-2 2 -4 5 -6 -7 -8 -9
leaf_value=0.016645451156739439 -0.014449937472901084 -0.016050260198096588 0.021237695890072419 -0.032726192185122786 0.036274070331883367 0.004787632750944187 -0.029260649604393386 0.025046960852070199
leaf_weight=0.0015673702735341617 0.0011124227635480712 0.0016980433130682811 0.0010454045050867387 0.0015363605224174076 0.0011657541926783175 0.0011439601907920951 0.0012178793285656407 0.0012984987273867432
leaf_count=214 368 604 282 754 391 129 211 168
internal_value=0 0.00144373 -0.0011729 -0.00407943 0.00221556 -0.0167153 -0.00720539 0.0017585
internal_weight=0 0.0106733 0.0091059 0.0080605 0.00538018 0.00268032 0.00421442 0.00299654
internal_count=3121 2753 2539 2257 1374 883 983 772
is_linear=0
shrinkage=0.1


Tree=3405
num_leaves=8
num_cat=0
split_feature=1 42 133 3 0 151 16
split_gain=3.03595e-05 0.000104937 5.50549e-05 4.54441e-05 0.00010723 7.49841e-05 5.07561e-05
threshold=0.122185 0.092395000000000019 0.083950000000000011 -0.10023499999999998 -0.084144999999999984 -0.0083949999999999979 -0.087659999999999988
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 -1 5 -5 -7
right_child=-2 -3 -4 4 -6 6 -8
leaf_value=0.011221511700911862 0.011989303246295257 -0.02763532526909341 0.017450316919430796 -0.021023477977068428 -0.035467895194232539 0.023173455182824553 -0.0041712982887463857
leaf_weight=0.0018347480658098027 0.0017767584958095486 0.0013947742710950567 0.0018065271291608153 0.0011392980393263455 0.0010553025503673343 0.001361793750543132 0.0013534243917788158
leaf_count=300 305 543 672 156 559 321 265
internal_value=0 -0.00220206 0.00194638 -0.00220634 -0.00722418 0.000508474 0.00954322
internal_weight=0 0.00994587 0.00855109 0.00674457 0.00490982 0.00385452 0.00271522
internal_count=3121 2816 2273 1601 1301 742 586
is_linear=0
shrinkage=0.1


Tree=3406
num_leaves=13
num_cat=0
split_feature=48 1 2 3 15 52 2 133 2 12 4 12
split_gain=0.000110223 0.000115289 0.000117511 0.000151162 0.000111209 0.000113499 0.000187187 0.000187664 0.000235041 0.000132367 6.7383e-05 5.20099e-05
threshold=0.12879500000000002 0.10752500000000002 0.116525 -0.074084999999999998 0.091915000000000011 0.11434500000000002 0.10644500000000001 0.099660000000000012 0.09142500000000002 0.084100000000000022 -1.0000000180025095e-35 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 -3 5 6 7 8 9 10 -1 -10
right_child=-2 2 -4 -5 -6 -7 -8 -9 11 -11 -12 -13
leaf_value=0.00030016624616170781 -0.00078732547118890838 0.00054356814508219129 0.00073043855037926162 -0.00038139990719964487 -0.0008232543484782295 -0.00074918143135389631 0.00070257347544766947 -0.00097276070482382889 0.00016070826228424713 -0.00073498119319141317 -0.00034821231067821268 0.00078492269178231065
leaf_weight=0.0011861461802752105 0.0010464212188871563 0.0010725755696352505 0.0010208700203372988 0.0018524817856638833 0.0011063304128041155 0.001131813397579162 0.001013107616574617 0.0010295817760430518 0.0010184432725909853 0.0018080355727381355 0.0012825976784958163 0.0010344408376867838
leaf_count=234 90 98 222 196 445 218 217 240 119 792 76 174
internal_value=0 -0.000128475 0.000157673 -4.22277e-05 -0.00023489 -0.000166401 -8.76185e-05 -0.0001964 -7.01173e-05 -0.000331896 -3.66888e-05 0.000475248
internal_weight=0 0.0145564 0.00394593 0.00292506 0.0106105 0.00950417 0.00837235 0.00735925 0.00632966 0.00427678 0.00246874 0.00205288
internal_count=3121 3031 516 294 2515 2070 1852 1635 1395 1102 310 293
is_linear=0
shrinkage=0.00196078


Tree=3407
num_leaves=12
num_cat=0
split_feature=403 484 160 1 12 151 16 13 2 12 2
split_gain=0.000134861 0.000120484 9.20552e-05 0.000104528 0.000190628 0.000149177 0.000218978 0.000148611 0.000130867 0.000109602 5.14859e-05
threshold=-1.0000000180025095e-35 -0.0068949999999999992 0.099315000000000014 0.12811000000000003 0.092355000000000007 -0.0083949999999999979 -0.15241499999999997 -0.0039049999999999992 0.09167500000000002 0.088305000000000008 0.095545000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 5 8 -7 -6 -3 10 -8
right_child=1 2 -4 -5 7 6 9 -9 -10 -11 -12
leaf_value=-0.00069172921574833779 -0.00058545498283259743 0.00028945885579734871 -0.00047024810183775219 0.00059526115780731445 -0.00073101408292818905 0.00099402958521810358 0.00017179441745858608 0.00016924792917284969 -0.00068511684401615204 0.00070411582234334875 -0.00034124609112281011
leaf_weight=0.0010421860917759372 0.0011008884087424899 0.0010119583713700982 0.0010438781164616101 0.0016522908010042419 0.0017232403796759001 0.0016376185134450655 0.0018642831486619877 0.0011930451522394643 0.0011116635939831792 0.0010235644347464361 0.001260547124345604
leaf_count=756 450 177 116 218 279 129 304 203 138 192 159
internal_value=0 3.83175e-05 8.91014e-05 0.000135894 6.57842e-05 0.000223773 0.00038691 -0.000362719 -0.000220707 0.000147244 -3.51646e-05
internal_weight=0 0.014623 0.0135221 0.0124782 0.0108259 0.00790964 0.00578601 0.00291629 0.00212362 0.00414839 0.00312483
internal_count=3121 2365 1915 1799 1581 1099 784 482 315 655 463
is_linear=0
shrinkage=0.00196078


Tree=3408
num_leaves=12
num_cat=0
split_feature=48 50 4 13 49 0 15 4 52 2 3
split_gain=0.000122668 0.000123896 0.000177159 9.88823e-05 0.000103864 0.000145707 0.000117899 8.19835e-05 7.97018e-05 0.000135536 8.21848e-05
threshold=0.12879500000000002 0.088425000000000017 0.40473500000000007 -0.033284999999999988 -0.069799999999999987 -0.15202999999999997 -0.040439999999999997 -0.084369999999999987 -0.031059999999999997 0.10613000000000002 -0.077774999999999983
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 8 -5 -6 -7 -8 -1 10 -10
right_child=-2 -3 -4 4 5 6 7 -9 9 -11 -12
leaf_value=0.00021871254512959845 -0.00067062759141933064 -0.00054561484825506941 0.00083407997510647034 -0.00031296133538982442 0.00091514709472087258 -0.00040116501816308967 4.8526035289361586e-06 0.00060092438037165721 -0.000482463053222037 -0.0009629285923406694 0.00028177906058986192
leaf_weight=0.0012025977711893352 0.0010159150822160673 0.0012850391934162214 0.0011308283843123367 0.0014291656045020279 0.0011130014792534726 0.0012110252517294143 0.0017480411651509221 0.0018012912106652474 0.0010698929400026159 0.0010202506310348844 0.0010943420320189681
leaf_count=357 90 525 261 132 66 243 393 240 500 105 209
internal_value=0 3.48252e-05 9.30048e-05 2.13148e-05 0.000161093 0.000276445 0.000127113 0.00030736 -0.000211354 -0.000373765 -9.60252e-05
internal_weight=0 0.0141055 0.0128204 0.0116896 0.00730252 0.00587336 0.00476036 0.00354933 0.00438708 0.00318449 0.00216423
internal_count=3121 3031 2506 2245 1074 942 876 633 1171 814 709
is_linear=0
shrinkage=0.00196078


Tree=3409
num_leaves=12
num_cat=0
split_feature=484 1 12 151 43 16 0 0 15 49 15
split_gain=0.00012257 7.67727e-05 0.000156716 9.24578e-05 8.42069e-05 0.000205391 0.000110087 9.89666e-05 0.000108228 9.0568e-05 7.23032e-05
threshold=-0.0068949999999999992 0.12811000000000003 0.10866500000000003 0.059255000000000009 -0.16318499999999997 0.15891500000000003 -0.061629999999999997 -0.10011499999999998 -0.0088349999999999974 -0.026779999999999995 -0.11345499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 6 7 8 9 -6 -11
right_child=1 -3 -4 -5 5 -7 -8 -9 -10 10 -12
leaf_value=-0.00065179623645404998 0.00048101456807297645 0.00042989950325140488 -0.00072768573613102479 0.0006140296335556901 0.00038721580756596332 -0.00080564756344464787 0.00064553202715915273 -0.00041658815593272893 0.00060121988833170665 7.4036756649408348e-06 -0.00068430107607899489
leaf_weight=0.0010751526396075338 0.0012061968297885526 0.0016688053702804085 0.0010910973744354237 0.0010185254675901942 0.0011366528623961702 0.0012576546573827927 0.0010300346418350148 0.0019383198037251931 0.0012622372432997322 0.0013716175967083202 0.0010079577736605838
leaf_count=503 118 243 167 112 95 316 121 1160 92 124 70
internal_value=0 3.52188e-05 -1.82414e-05 5.06925e-05 -5.50095e-06 -7.06723e-05 4.8647e-05 -4.28867e-05 0.0001087 -6.81018e-05 -0.000285594
internal_weight=0 0.0139891 0.0123203 0.0112292 0.0102107 0.00900447 0.00774682 0.00671679 0.00477847 0.00351623 0.00237958
internal_count=3121 2618 2375 2208 2096 1978 1662 1541 381 289 194
is_linear=0
shrinkage=0.00196078


Tree=3410
num_leaves=13
num_cat=0
split_feature=48 4 15 48 51 13 52 52 13 4 0 12
split_gain=0.000155202 0.000147264 0.000139363 0.000170385 0.000124852 0.000148571 0.000179903 0.000135882 0.000218177 9.93508e-05 0.000101879 9.11769e-05
threshold=0.12879500000000002 0.40473500000000007 -0.11713499999999999 0.092475000000000016 0.087505000000000013 -0.016469999999999995 -0.088204999999999992 0.10160000000000001 -0.094514999999999988 -0.033174999999999989 -0.10607499999999999 0.089735000000000023
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 7 -7 8 -4 11 -11 -8
right_child=-2 -3 3 -5 -6 6 9 -9 -10 10 -12 -13
leaf_value=-0.00072754888925474109 -0.00074897553129669872 0.00060833892059700264 0.00041512453565844729 0.00077134469832831345 -0.00069939416323392095 -0.00043622541757743226 -0.00030421978709266892 -0.000884137876847715 -0.00062244108012736964 0.001130595889630119 0.0003227735667798495 0.00051466430450889755
leaf_weight=0.0010069279728662584 0.0010215156500948822 0.0015727846679098071 0.0017129374371720163 0.0010893282076555591 0.0010078567989320235 0.001229661574984533 0.0010692788359131186 0.0010082199399341542 0.0014293753265527983 0.0010730525255557705 0.0013621579649284485 0.0010227817457608927
leaf_count=213 90 286 138 162 280 264 244 282 798 65 121 178
internal_value=0 4.16248e-05 -2.68772e-05 3.18939e-05 -4.19019e-05 2.49828e-05 0.000228862 -0.000257804 -5.68433e-05 0.000409507 0.000678733 9.61222e-05
internal_weight=0 0.0145844 0.0130116 0.0120047 0.0109153 0.00990747 0.00575693 0.00415053 0.00314231 0.00452727 0.00243521 0.00209206
internal_count=3121 3031 2745 2532 2370 2090 872 1218 936 608 186 422
is_linear=0
shrinkage=0.00196078


Tree=3411
num_leaves=10
num_cat=0
split_feature=484 4 133 133 2 2 3 3 15
split_gain=9.41998e-05 9.99694e-05 6.29482e-05 0.000144161 7.44453e-05 7.37756e-05 0.000123825 0.000114789 6.97531e-05
threshold=-0.0068949999999999992 0.27044500000000005 0.10722500000000001 0.083950000000000011 0.11215000000000001 0.088475000000000012 -0.022174999999999997 -0.078934999999999991 -0.018314999999999994
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 7 -7 -2 -9
right_child=1 -3 -4 -5 -6 6 -8 8 -10
leaf_value=-0.00058261750529815511 -0.00062288335341947735 0.00045505502317515374 -0.00049790445149294803 0.00057208327487275523 -0.00047984243875734054 0.00060884342068629642 -0.00015427520590488274 -0.00017116712899502512 0.00045955616495147139
leaf_weight=0.0010484904348749937 0.0014555996510172658 0.0018197101869993305 0.001046089410186188 0.0014893028439772671 0.001533531019664372 0.0015897893880819696 0.0016828328870082121 0.0019268491844139091 0.0010369080662057119
leaf_count=503 610 346 345 369 214 359 137 112 126
internal_value=0 2.73711e-05 -3.88024e-05 6.01978e-06 -8.53616e-05 -6.71493e-06 0.000216436 -0.000171963 4.94994e-05
internal_weight=0 0.0135806 0.0117609 0.0107148 0.00922551 0.00769198 0.00327262 0.00441936 0.00296376
internal_count=3121 2618 2272 1927 1558 1344 496 848 238
is_linear=0
shrinkage=0.00196078


Tree=3412
num_leaves=11
num_cat=0
split_feature=484 4 12 12 42 3 0 0 3 48
split_gain=0.000114286 7.33498e-05 7.90911e-05 7.67347e-05 0.00012394 6.15709e-05 0.000193868 0.000151019 0.000141859 0.000103123
threshold=-0.0068949999999999992 0.27044500000000005 0.10711000000000002 0.097825000000000009 0.092395000000000019 0.083060000000000009 -0.076899999999999982 -0.071924999999999989 -0.078934999999999991 0.086260000000000017
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 6 8 9 -2 -7
right_child=1 -3 -4 -5 -6 7 -8 -9 -10 -11
leaf_value=-0.00065084008425666552 -0.00063702699944763442 0.0004040622173953494 -0.00053991152224578103 0.00049592946741880775 -0.00067580236445195687 0.0005841413632720698 0.00070670308874524405 -0.0007899902896061551 0.00022109007842879429 -0.00024182641806243406
leaf_weight=0.0010151063218290157 0.001196433202201231 0.0017643194612210833 0.0010439839420769001 0.001185046083412712 0.0010285002542377289 0.0010200698491765747 0.0017627347407629893 0.0010159324942369263 0.0019443259111633626 0.0013506323921238517
leaf_count=503 868 346 196 199 301 61 257 89 234 67
internal_value=0 3.16995e-05 -2.51923e-05 2.59668e-05 -3.37981e-05 4.5851e-05 0.000186284 -0.000157481 -0.000105799 0.000113572
internal_weight=0 0.013312 0.0115477 0.0105037 0.00931863 0.00829013 0.00490349 0.00338663 0.00314076 0.0023707
internal_count=3121 2618 2272 2076 1877 1576 1359 217 1102 128
is_linear=0
shrinkage=0.00196078


Tree=3413
num_leaves=9
num_cat=0
split_feature=1 15 43 52 42 13 3 52
split_gain=2.75313e-05 0.000106479 6.98656e-05 7.98261e-05 0.000136837 0.000106413 6.66464e-05 4.38921e-05
threshold=0.104035 -0.016799999999999995 -0.17390999999999998 0.10160000000000001 0.086325000000000013 -0.084034999999999985 0.10542000000000001 -0.0064899999999999992
decision_type=2 2 2 2 2 2 2 2
left_child=2 6 -1 4 5 -4 -2 -7
right_child=1 -3 3 -5 -6 7 -8 -9
leaf_value=0.02048902736146763 0.010900047926026587 0.031533669722645208 0.031952480724399587 -0.03193711872322378 -0.033478169583694282 -0.016413635486010682 -0.017240837080022223 0.0074365194665327768
leaf_weight=0.0010096927525687074 0.0016766599881852286 0.0011938741565272791 0.0011245403806208407 0.0011303663681301911 0.0011370986094468641 0.0014788787986537559 0.0016897545319237914 0.0016134582493607182
leaf_count=155 351 154 331 442 617 362 186 523
internal_value=0 0.00587466 -0.00397975 -0.00778985 -0.00269172 0.00560998 -0.00322513 -0.00396958
internal_weight=0 0.00456029 0.00749404 0.00648434 0.00535398 0.00421688 0.00336641 0.00309234
internal_count=3121 691 2430 2275 1833 1216 537 885
is_linear=0
shrinkage=0.1


Tree=3414
num_leaves=9
num_cat=0
split_feature=11 43 12 42 13 0 48 4
split_gain=3.16911e-05 3.39487e-05 5.87965e-05 0.000104236 5.66722e-05 5.74009e-05 7.39705e-05 2.61855e-05
threshold=0.079915000000000014 -0.052894999999999991 0.051320000000000005 0.090310000000000015 -0.095304999999999987 -0.10011499999999998 0.086035000000000014 -0.077519999999999992
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 7 6 -6 -3
right_child=-2 4 3 -5 5 -7 -8 -9
leaf_value=0.02586668856150014 -0.016579418942225196 0.022638759164015091 -0.017158338886526649 0.024139716439578272 0.010889189701533344 -0.02364465249307347 -0.020253874478774643 0.00043846891474889552
leaf_weight=0.0013386185720580101 0.0010787001327610965 0.0010032041033219419 0.0014768443596734717 0.0010426514391692929 0.0020202012638300937 0.0016788318024081399 0.0012252108039250142 0.0011294950953748108
leaf_count=282 199 70 790 300 183 1001 80 216
internal_value=0 0.0013879 0.00893046 -6.78254e-05 -0.00273571 -0.00863327 -0.000867967 0.0108813
internal_weight=0 0.0109151 0.00385811 0.0025195 0.00705694 0.00492424 0.00324541 0.0021327
internal_count=3121 2922 1372 1090 1550 1264 263 286
is_linear=0
shrinkage=0.1


Tree=3415
num_leaves=12
num_cat=0
split_feature=484 133 133 15 42 16 52 0 151 2 3
split_gain=0.000109384 7.8486e-05 0.00010019 0.000173146 0.000149181 0.000128686 0.000116342 9.51652e-05 0.00010778 0.000148711 3.01722e-05
threshold=-0.0068949999999999992 0.10722500000000001 0.083950000000000011 0.024640000000000006 0.08623500000000002 -0.008904999999999998 -0.088204999999999992 -0.10151999999999999 -0.044604999999999992 0.090675000000000019 -0.011549999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 5 -5 7 -7 8 -2 -10 -8
right_child=1 -3 -4 4 -6 6 10 -9 9 -11 -12
leaf_value=-0.00061259188079273205 -0.00043992097198124614 -0.0004622124296228773 0.00052616080988851716 -0.00086233563269125018 0.00012404963139100571 2.6307605790643818e-05 0.00096548676853161432 -0.00058385907978197448 -0.00015666971550602011 0.00072920793460396762 0.00049392034767760883
leaf_weight=0.0010838570258618523 0.0011331676649043495 0.0011281796037388376 0.0016641881377074891 0.0014207854325118023 0.0010075279148686195 0.0016592253166727881 0.0010094595056034106 0.0010714374739109103 0.0015033538260706943 0.0014135866865007084 0.0010794954355984321
leaf_count=503 89 364 425 488 255 297 128 293 79 132 68
internal_value=0 3.38253e-05 7.69984e-05 1.08373e-05 -0.000453076 0.000137845 0.000413922 -6.42002e-05 7.32732e-05 0.000272638 0.000721799
internal_weight=0 0.0140904 0.0129622 0.011298 0.00242831 0.00886973 0.00374818 0.00512155 0.00405011 0.00291694 0.00208895
internal_count=3121 2618 2254 1829 743 1086 493 593 300 211 196
is_linear=0
shrinkage=0.00196078


Tree=3416
num_leaves=10
num_cat=0
split_feature=150 151 11 15 52 3 15 1 1
split_gain=2.61408e-05 7.48479e-05 5.97312e-05 6.40865e-05 0.000106561 8.66399e-05 8.06926e-05 8.06107e-05 6.77909e-05
threshold=0.081835000000000019 -0.024429999999999997 1.0000000180025095e-35 -0.016799999999999995 0.090245000000000006 0.099930000000000005 0.090615000000000015 0.099660000000000012 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2
left_child=2 -2 3 5 6 7 8 -1 -5
right_child=1 -3 -4 4 -6 -7 -8 -9 -10
leaf_value=-0.0169441177152964 0.027077572035775613 -0.0099611390479187305 -0.025511806983850239 0.010361585914218919 -0.011709213440770005 -0.029556013276696089 -0.0040573658871135114 0.02070901102316507 0.045577340788885867
leaf_weight=0.0011223252503784731 0.00116043592784025 0.0010297319020263654 0.0010053586970780329 0.0010184550937770796 0.0018600012946832657 0.0013902436161798773 0.001085759557083764 0.0011523861208106649 0.0011799479928192389
leaf_count=687 274 146 211 464 431 151 257 262 238
internal_value=0 0.00966341 -0.00241922 0.000216268 0.00741563 -0.00988882 0.0182471 0.00213124 0.0292629
internal_weight=0 0.00219017 0.00981448 0.00880912 0.00514416 0.00366495 0.00328416 0.00227471 0.0021984
internal_count=3121 420 2701 2490 1390 1100 959 949 702
is_linear=0
shrinkage=0.1


Tree=3417
num_leaves=9
num_cat=0
split_feature=4 151 15 47 12 15 42 0
split_gain=3.32666e-05 4.39544e-05 6.83597e-05 5.98345e-05 8.80254e-05 8.26879e-05 8.11781e-05 2.04641e-05
threshold=0.40473500000000007 -0.024429999999999997 -0.10469999999999999 0.092165000000000011 0.088305000000000008 1.0000000180025095e-35 0.084635000000000016 -0.10151999999999999
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 7 -6 -4
right_child=-2 2 3 -5 6 -7 -8 -9
leaf_value=0.01237193804855214 0.014281129711427027 -0.028795634359112612 0.0038231854574098667 0.01758161499116398 -0.0078365894235109396 -0.04031401031047914 0.024079393740099223 -0.01601009883769363
leaf_weight=0.0017470880189626543 0.0014019084840594482 0.0010610556764314846 0.0010437613826875794 0.0013289669976248968 0.0018668161747282446 0.0010657985947261314 0.0013905560338784205 0.0010372133461655905
leaf_count=473 304 206 95 155 514 505 546 323
internal_value=0 -0.00211562 -0.00499378 -0.00172794 -0.00573499 -0.0176632 0.00578819 -0.00606225
internal_weight=0 0.0105413 0.00879417 0.00773311 0.00640415 0.00314677 0.00325737 0.00208097
internal_count=3121 2817 2344 2138 1983 923 1060 418
is_linear=0
shrinkage=0.1


Tree=3418
num_leaves=9
num_cat=0
split_feature=4 42 43 4 4 160 16 52
split_gain=2.80636e-05 3.69127e-05 7.08929e-05 5.64239e-05 7.45036e-05 8.05341e-05 6.35074e-05 6.58791e-05
threshold=0.27044500000000005 0.092395000000000019 0.12450000000000001 0.055260000000000011 0.0061450000000000003 0.041220000000000007 -0.022939999999999999 -0.0064899999999999992
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 -1 -8
right_child=-2 -3 -4 -5 -6 -7 7 -9
leaf_value=0.01798952564045524 0.011777037504156707 -0.016300852115078458 0.024747959653612941 -0.019528368333852842 0.021628045783396905 -0.029609541312430321 -0.026856072173357823 0.0089362182228123217
leaf_weight=0.0015063303063160083 0.00168608040145186 0.0015612384380447293 0.0010510341626519398 0.0016180243904661126 0.0014087219196731544 0.0010093336210488567 0.0010328353457293834 0.0010241745960021637
leaf_count=772 365 535 166 205 116 292 506 164
internal_value=0 -0.00214866 0.000405538 -0.00296113 0.00152047 -0.00467416 0.00238891 -0.00903528
internal_weight=0 0.0102117 0.00865045 0.00759942 0.0059814 0.00457267 0.00356334 0.00205701
internal_count=3121 2756 2221 2055 1850 1734 1442 670
is_linear=0
shrinkage=0.1


Tree=3419
num_leaves=9
num_cat=0
split_feature=50 160 151 133 3 2 52 43
split_gain=2.79048e-05 5.41801e-05 4.97464e-05 6.58037e-05 5.22423e-05 9.86755e-05 0.000167125 8.27341e-05
threshold=0.088425000000000017 -0.085579999999999976 -0.083274999999999988 -0.0061299999999999992 -0.074084999999999998 0.10613000000000002 -1.0000000180025095e-35 -0.088909999999999989
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 7 6 -6 -5
right_child=-2 2 3 4 5 -7 -8 -9
leaf_value=0.023387228691878575 -0.01465194238603322 -0.020245767180809122 -0.020777697250089499 -0.0010877031919811874 -0.016871959132555719 -0.019340789698317311 0.035554104065329904 0.031771739492008587
leaf_weight=0.0010195593266172582 0.0011946417736800252 0.0011632022427847171 0.001119580438499186 0.0015442839247863599 0.0011318598699322341 0.0018445601723935667 0.0013139439482777525 0.0015208503549131733
leaf_count=385 560 245 604 256 139 251 150 531
internal_value=0 0.0014653 -0.000853651 0.00180791 0.00524567 -0.00187766 0.0112926 0.0152164
internal_weight=0 0.0106578 0.00963828 0.00847508 0.0073555 0.00429036 0.0024458 0.00306513
internal_count=3121 2561 2176 1931 1327 540 289 787
is_linear=0
shrinkage=0.1


Tree=3420
num_leaves=13
num_cat=0
split_feature=484 47 4 1 12 12 403 42 15 160 52 15
split_gain=0.000110759 7.12945e-05 0.00010162 0.0001794 7.47739e-05 7.0202e-05 0.000188288 0.000141379 9.88844e-05 9.48712e-05 0.000176307 9.65131e-05
threshold=-0.0068949999999999992 0.13148500000000005 0.24564500000000003 0.111945 0.10388500000000002 0.088245000000000004 0.03138500000000001 0.088200000000000014 0.024640000000000006 0.086075000000000013 -0.057699999999999994 -0.015039999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 -4 5 8 7 -7 9 10 -2 -12
right_child=1 -3 3 -5 -6 6 -8 -9 -10 -11 11 -13
leaf_value=-0.0006252760961929822 0.00085297702659975114 -0.00047029707253114114 -3.4197366746662395e-05 0.0010638210053928294 -0.00051587094359768109 -0.00047267279850650277 0.00095060309703310904 0.00045972773673501631 -0.00063133942603040645 -0.00044303129252324627 -0.00047026395679660988 0.00031830467980318325
leaf_weight=0.0010619903608294666 0.0010819841376437209 0.0010060659493161825 0.0013191984042051357 0.0010101517509616673 0.0010182789237047447 0.0013277184809977987 0.0010642833465360907 0.0011816949017005736 0.0010599554949888464 0.0012017513613180736 0.0012730066275090314 0.0011232174897410855
leaf_count=503 226 55 130 251 228 385 120 372 443 126 172 110
internal_value=0 3.20933e-05 7.20133e-05 0.000441972 -1.13947e-05 4.37608e-05 0.000259505 -3.36009e-05 -9.05625e-05 3.1917e-05 0.000196016 -0.000100627
internal_weight=0 0.0136673 0.0126612 0.00232935 0.0103319 0.00931361 0.0035737 0.00250941 0.00573992 0.00467996 0.00347821 0.00239622
internal_count=3121 2618 2563 381 2182 1954 877 757 1077 634 508 282
is_linear=0
shrinkage=0.00196078


Tree=3421
num_leaves=9
num_cat=0
split_feature=1 13 52 3 0 4 47 12
split_gain=3.21882e-05 7.66374e-05 7.33451e-05 0.000115386 0.000153831 0.000150042 7.28112e-05 3.23707e-05
threshold=0.10752500000000002 -0.061684999999999997 0.11434500000000002 0.090900000000000009 -0.084269999999999984 0.053180000000000012 0.10372500000000003 0.085955000000000018
decision_type=2 2 2 2 2 2 2 2
left_child=2 -2 3 4 5 -1 -3 -6
right_child=1 6 -4 -5 7 -7 -8 -9
leaf_value=-0.049748452810181552 0.027801928267683542 0.011224235532462108 -0.027695686385042273 0.023152706423998706 0.023027084696896308 3.1272065432730511e-05 -0.023220012090598308 0.00074196710137375017
leaf_weight=0.0012517807070969917 0.0012428072193546996 0.0015450233643740088 0.0011027205978220702 0.0016502017536041969 0.0010045878862897119 0.0011727578623752675 0.0010181343649806884 0.0018561353636857212
leaf_count=783 306 216 390 129 199 179 68 851
internal_value=0 0.00742336 -0.00373984 6.90768e-05 -0.00713826 -0.0256698 -0.00245767 0.00856774
internal_weight=0 0.00380596 0.00803818 0.00693546 0.00528526 0.00242454 0.00256316 0.00286072
internal_count=3121 590 2531 2141 2012 962 284 1050
is_linear=0
shrinkage=0.1


Tree=3422
num_leaves=10
num_cat=0
split_feature=150 151 43 43 16 0 3 1 42
split_gain=2.93002e-05 5.94011e-05 4.61129e-05 0.000146705 9.75611e-05 8.26026e-05 0.000156175 6.86819e-05 2.72361e-05
threshold=0.081835000000000019 -0.024429999999999997 -0.074359999999999996 -0.092909999999999979 0.22339500000000004 -0.10224499999999999 -0.059315 0.10538500000000002 0.085465000000000013
decision_type=2 2 2 2 2 2 2 2 2
left_child=2 -2 3 8 5 7 -7 -4 -1
right_child=1 -3 4 -5 -6 6 -8 -9 -10
leaf_value=-0.018514381061308063 0.026132050911165383 -0.0071261409222957931 -0.032899350819550498 0.036066716065026629 -0.03426569888589142 -0.01134397782488538 0.036821140434802314 0.00058551048528127341 0.0039344818588636131
leaf_weight=0.0011755631718628023 0.001135162828498276 0.0010191931581855968 0.0011466834520217802 0.0011418765081103901 0.0011216633461697267 0.0015003239673276449 0.0012211347485352835 0.0013150552862157272 0.0010003494084099823
leaf_count=294 274 146 185 607 245 971 170 117 112
internal_value=0 0.0103981 -0.00250358 0.00703926 -0.00752527 -0.00173855 0.010268 -0.0150118 -0.00819379
internal_weight=0 0.00215436 0.00962265 0.00331779 0.00630486 0.0051832 0.00272146 0.00246174 0.00217591
internal_count=3121 420 2701 1013 1688 1443 1141 302 406
is_linear=0
shrinkage=0.1


Tree=3423
num_leaves=9
num_cat=0
split_feature=131 150 15 4 1 16 13 4
split_gain=3.1592e-05 4.15251e-05 5.91418e-05 7.27966e-05 0.000128905 7.01743e-05 6.47648e-05 5.52569e-05
threshold=0.088610000000000008 0.081835000000000019 -0.037864999999999989 -0.064054999999999987 0.080585000000000004 -0.056919999999999991 -0.029529999999999997 0.25615500000000008
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 5 4 6 7 -4 -1
right_child=-2 -3 3 -5 -6 -7 -8 -9
leaf_value=0.014380469757274356 -0.016543876128840746 0.014526132882824356 -0.0092815583151040961 0.020132477923000418 -0.033688548351189805 -0.03406767811910983 0.022891100787549856 -0.018007154486282432
leaf_weight=0.001036840221690686 0.0010656695696403167 0.0019935645685426927 0.0011431864716045985 0.0019735630665367316 0.0010271994463515784 0.0010161090207518779 0.0013822350262510561 0.0010708247724917253
leaf_count=275 443 375 376 341 388 435 296 192
internal_value=0 0.00151531 -0.00148331 0.0047335 -0.00382099 -0.0124813 0.00832745 -0.00207446
internal_weight=0 0.0106435 0.00864996 0.00552618 0.00355262 0.00312377 0.00252542 0.00210766
internal_count=3121 2678 2303 1401 1060 902 672 467
is_linear=0
shrinkage=0.1


Tree=3424
num_leaves=9
num_cat=0
split_feature=1 52 3 0 4 13 3 43
split_gain=3.00029e-05 6.33817e-05 0.000107185 0.000135868 0.0001171 5.93949e-05 7.36849e-05 3.16896e-05
threshold=0.10752500000000002 0.11434500000000002 0.090900000000000009 -0.084269999999999984 0.053180000000000012 -0.061684999999999997 0.11296500000000002 -0.092909999999999979
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 -2 -7 -5
right_child=5 -3 -4 7 -6 6 -8 -9
leaf_value=-0.046272575500671265 0.025347939542224768 -0.026219603714369599 0.022315679304750462 -0.0054094985571807109 -0.0017545666056506756 0.013820449218899479 -0.0204738735664492 0.016223374914953816
leaf_weight=0.0012232701836001661 0.0012220528056101259 0.0010722002637852815 0.0016291131930821212 0.0011184254725012752 0.0011429072548196969 0.0014032936395345346 0.0011318462494194215 0.0017162872213602165
leaf_count=783 306 390 129 214 179 221 63 836
internal_value=0 -0.00361585 -6.74306e-05 -0.00707866 -0.0247696 0.00723875 -0.0014907 0.0076882
internal_weight=0 0.0079022 0.00683 0.00520089 0.00236618 0.00375719 0.00253514 0.00283471
internal_count=3121 2531 2141 2012 962 590 284 1050
is_linear=0
shrinkage=0.1


Tree=3425
num_leaves=9
num_cat=0
split_feature=131 150 42 42 15 15 12 15
split_gain=2.8247e-05 3.80455e-05 5.39951e-05 0.000103533 8.21107e-05 8.72401e-05 0.000109274 7.87766e-05
threshold=0.088610000000000008 0.081835000000000019 0.092145000000000019 0.08623500000000002 0.084050000000000014 -0.037864999999999989 0.084100000000000022 -0.10653
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 7 -7 -1
right_child=-2 -3 -4 -5 -6 6 -8 -9
leaf_value=0.002662207462516746 -0.015675368289943915 0.01396875895370896 -0.021251172403753155 0.030761178649770141 -0.02928975331230322 0.031849722231021053 -0.0088264477437144002 -0.032910326745685413
leaf_weight=0.0016066850947445436 0.0010595259272251851 0.00197408243310056 0.001184389522619911 0.0010543952781804514 0.0010056774016999788 0.0015472256860937983 0.001152328136058619 0.0010163400205284625
leaf_count=279 443 375 486 371 432 223 203 309
internal_value=0 0.00145347 -0.0014304 0.00174942 -0.00308443 0.00186695 0.0144867 -0.011121
internal_weight=0 0.0105411 0.00856704 0.00738265 0.00632826 0.00532258 0.00269955 0.00262303
internal_count=3121 2678 2303 1817 1446 1014 426 588
is_linear=0
shrinkage=0.1


Tree=3426
num_leaves=8
num_cat=0
split_feature=1 42 133 15 2 0 2
split_gain=2.66272e-05 5.824e-05 4.59894e-05 6.69614e-05 8.92761e-05 7.65535e-05 4.36509e-05
threshold=0.12500000000000003 0.092395000000000019 0.083950000000000011 0.035560000000000008 0.099515000000000006 -0.10151999999999999 0.085785000000000014
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 -1
right_child=-2 -3 -4 -5 -6 -7 -8
leaf_value=0.019946925357479252 0.012325736340770511 -0.020203264067640159 0.015508514717751843 -0.023520037728423433 0.01904849729395227 -0.024461630844560996 -0.0094343051109450071
leaf_weight=0.0010154137749752703 0.0015004490165155546 0.0014897445413071834 0.0017833740529252127 0.0012423385247888521 0.0020005325588773569 0.0015063400662969004 0.0010072353654769217
leaf_count=56 279 557 673 668 356 433 99
internal_value=0 -0.00195607 0.00122136 -0.00254117 0.00217224 -0.00739467 0.00531571
internal_weight=0 0.010045 0.00855523 0.00677186 0.00552952 0.00352899 0.00202265
internal_count=3121 2842 2285 1612 944 588 155
is_linear=0
shrinkage=0.1


Tree=3427
num_leaves=12
num_cat=0
split_feature=48 4 133 3 159 52 16 13 13 3 49
split_gain=0.000129734 0.000110208 7.48323e-05 0.000117796 8.3958e-05 9.12975e-05 0.000101597 0.000106713 0.000137336 4.93801e-05 4.84248e-05
threshold=0.12879500000000002 0.40473500000000007 0.10722500000000001 0.11924500000000002 0.082105000000000025 -0.24164999999999998 0.15273500000000004 -0.086589999999999986 -0.012549999999999997 -0.0087149999999999988 -0.014169999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 -1 7 -7 -9 -10 -11
right_child=-2 -3 -4 -5 -6 6 -8 8 9 10 -12
leaf_value=-0.00052430863119804774 -0.0006824742355650362 0.00056245062251513063 -0.00051747167766179173 0.00060837892074711638 -0.00057698382198269772 -0.00048762440847243836 0.00057590697665216609 0.00067505680149497059 -0.00038435539513057059 -0.00019531523562976117 0.00037536521480276841
leaf_weight=0.0010387119126254261 0.0010176807589946249 0.0014089195201308436 0.0010494042098028412 0.0012069764173446842 0.0010076032336442794 0.0014018513692582758 0.0013842536221483071 0.0012885240237485965 0.0012584349010544469 0.001107802951487713 0.0011812107419930367
leaf_count=308 90 286 397 99 334 387 70 552 483 55 60
internal_value=0 4.38373e-05 -1.74372e-05 3.0813e-05 -4.12888e-05 2.10343e-05 9.53519e-05 -1.12895e-05 0.00012679 -7.23539e-05 9.91757e-05
internal_weight=0 0.0133337 0.0119248 0.0108754 0.00966839 0.00866079 0.00762208 0.00623782 0.00483597 0.00354745 0.00228901
internal_count=3121 3031 2745 2348 2249 1915 1607 1537 1150 598 115
is_linear=0
shrinkage=0.00196078


Tree=3428
num_leaves=9
num_cat=0
split_feature=133 160 52 52 49 13 4 2
split_gain=2.43984e-05 5.0091e-05 0.000106882 6.26207e-05 5.68376e-05 6.92644e-05 0.000114149 5.34665e-05
threshold=-0.085499999999999979 -1.0000000180025095e-35 -0.013374999999999998 0.10347000000000002 -0.081919999999999979 -0.084034999999999985 0.0061450000000000003 0.09142500000000002
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 -3 -6 -7 -8
right_child=1 3 -4 -5 5 6 7 -9
leaf_value=0.012577255132628971 0.0063142733602775504 0.018685922009407437 -0.038482398769726395 0.021344284259985597 0.012084582747559268 -0.034064987077624731 0.012800555405130226 -0.016605605032162487
leaf_weight=0.0013425902114423483 0.0010990572868236209 0.0010966718137322305 0.0010334167642078009 0.0013670277498623283 0.0015129774698079673 0.0015762915050301111 0.0014461722414752314 0.001080106505729622
leaf_count=488 317 142 549 171 322 818 107 207
internal_value=0 -0.00176216 -0.0153946 0.00183605 -0.00213705 -0.00620361 -0.0129481 0.000227998
internal_weight=0 0.0102117 0.00213247 0.00807925 0.00671222 0.00561555 0.00410257 0.00252628
internal_count=3121 2633 866 1767 1596 1454 1132 314
is_linear=0
shrinkage=0.1


Tree=3429
num_leaves=11
num_cat=0
split_feature=484 4 12 156 52 52 0 3 2 1
split_gain=0.000115494 9.57482e-05 6.29537e-05 6.15648e-05 9.22611e-05 8.95996e-05 0.000102272 8.14095e-05 7.31432e-05 6.07887e-05
threshold=-0.0068949999999999992 0.27044500000000005 0.10711000000000002 0.084085000000000007 -0.081429999999999989 0.077655000000000016 -0.10011499999999998 -0.084074999999999997 0.088930000000000023 0.092695000000000013
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 8 6 9 -7 -2 -6
right_child=1 -3 -4 -5 5 7 -8 -9 -10 -11
leaf_value=-0.00065903530557623866 4.2932980870471314e-05 0.0004477336007595657 -0.00049627459281616443 -0.00042375847548649132 0.00030790328409171185 -0.00015975246087710548 -0.00063389617716096277 0.00048164287500286742 0.00077787572991811513 -0.00030322791823403947
leaf_weight=0.0010069109991589749 0.0010014614244166385 0.0018181977288797531 0.0010416206312207207 0.0011244913886764617 0.0012767977900265126 0.0013315738601815176 0.0015389758108763302 0.0017750110811509605 0.0010843376816712866 0.0012272555947908659
leaf_count=503 153 346 196 340 80 353 414 439 225 72
internal_value=0 2.98601e-05 -3.67781e-05 9.42126e-06 6.21646e-05 -4.3689e-05 -0.0002361 0.000206722 0.000425005 8.38324e-06
internal_weight=0 0.0132197 0.0114015 0.0103599 0.00923541 0.00714961 0.00404303 0.00310658 0.0020858 0.00250405
internal_count=3121 2618 2272 2076 1736 1358 566 792 378 152
is_linear=0
shrinkage=0.00196078


Tree=3430
num_leaves=11
num_cat=0
split_feature=484 41 3 2 1 150 16 3 133 15
split_gain=0.000126152 9.20405e-05 0.000121821 7.89897e-05 0.000215188 0.000119602 9.27806e-05 0.000180338 0.000111615 7.92199e-05
threshold=-0.0068949999999999992 0.075585000000000013 -0.11255999999999998 0.10613000000000002 0.10638500000000002 0.086615000000000011 -0.083134999999999987 -0.075359999999999996 -1.0000000180025095e-35 -0.016799999999999995
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 5 -5 6 8 -8 -4 -9
right_child=1 -3 3 4 -6 -7 7 9 -10 -11
leaf_value=-0.00067690305536221478 0.00055385476035637975 -0.00051984726099631791 -3.3778967467719958e-05 -0.00090451796591367096 0.00015367289640133542 -0.0005127180683855095 -0.00070744946132022927 -2.7095541456417683e-05 0.0007664712050388956 0.00065803702161967847
leaf_weight=0.0010250062907207836 0.0018105865038702705 0.0010537591110426217 0.0010593721710190351 0.0012122345771371377 0.0018919541130800043 0.0010189727353834173 0.0010003652033565061 0.0014959803728513046 0.0018235048407703493 0.0011458312437481444
leaf_count=503 216 146 363 223 271 185 639 141 253 181
internal_value=0 3.65921e-05 8.36555e-05 3.70438e-06 -0.000259567 0.000112034 0.000209598 1.58069e-06 0.000472403 0.000270067
internal_weight=0 0.0135126 0.0124588 0.0106482 0.00310419 0.00754403 0.00652505 0.00364218 0.00288288 0.00264181
internal_count=3121 2618 2472 2256 494 1762 1577 961 616 322
is_linear=0
shrinkage=0.00196078


Tree=3431
num_leaves=9
num_cat=0
split_feature=52 52 160 12 403 0 12 47
split_gain=2.4429e-05 7.55223e-05 4.05223e-05 5.09985e-05 5.98628e-05 0.000104658 0.000136185 5.96762e-05
threshold=-0.26636999999999994 -0.081429999999999989 0.050340000000000003 0.10711000000000002 0.03138500000000001 -0.061629999999999997 0.087005000000000013 0.077555000000000013
decision_type=2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 5 6 7 -3
right_child=1 2 -4 -5 -6 -7 -8 -9
leaf_value=-0.014865241661002865 0.022092766334561621 0.016329948332936276 -0.01819422265279301 -0.020356153978635813 0.024637063221817732 0.021772004331014373 -0.036735508201102961 -0.012866367976800394
leaf_weight=0.0010240460260618868 0.0015004842603303847 0.0015534956105065939 0.0013380493599341606 0.0010052661961433501 0.0011435139542615063 0.0015340042118024847 0.0012256978745569585 0.0012743616435516325
leaf_count=354 417 591 216 203 254 189 776 121
internal_value=0 0.0013105 -0.00212593 0.000653188 0.00379087 -0.000475376 -0.00889455 0.00317275
internal_weight=0 0.0105749 0.00907439 0.00773634 0.00673107 0.00558756 0.00405356 0.00282786
internal_count=3121 2767 2350 2134 1931 1677 1488 712
is_linear=0
shrinkage=0.1


Tree=3432
num_leaves=12
num_cat=0
split_feature=12 12 12 1 3 51 0 3 16 133 4
split_gain=0.000131896 9.8414e-05 0.000138509 0.0001376 0.000156432 0.000130928 0.000124649 0.000211613 0.000170392 9.37842e-05 7.2141e-05
threshold=0.11650500000000001 0.097825000000000009 0.092355000000000007 0.094385000000000011 0.083060000000000009 0.089685000000000001 -0.10224499999999999 0.084940000000000015 -0.083134999999999987 1.0000000180025095e-35 0.24564500000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 6 -5 10 7 -1 -8 -10 -6
right_child=-2 -3 -4 4 5 -7 8 -9 9 -11 -12
leaf_value=-0.0011568480792884723 -0.00067572432494274117 0.00044570497223257575 -0.00071022461258828638 0.00077678239445448552 -0.00060398109013923415 0.00058494572606388731 0.00058205707138462746 3.055245800484013e-05 6.2299738669825658e-05 -0.00066585315739127004 0.00010931592687620748
leaf_weight=0.0010728424974603187 0.0010830926109549202 0.0019313911092450264 0.0010534890782140484 0.0016335445525290431 0.0010806660920847921 0.0011024651438418243 0.0014882073713893915 0.0012486336146060317 0.0016445537030163487 0.0011595530902659122 0.0011000303656390313
leaf_count=177 147 371 413 348 74 80 403 64 475 445 124
internal_value=0 3.35902e-05 -2.96612e-05 3.25188e-05 0.000280948 3.42448e-05 -0.000152164 -0.000518191 4.57993e-05 -0.000238806 -0.000244166
internal_weight=0 0.0145154 0.012584 0.0115305 0.00491671 0.00328316 0.00661379 0.00232148 0.00429231 0.00280411 0.0021807
internal_count=3121 2974 2603 2190 626 278 1564 241 1323 920 198
is_linear=0
shrinkage=0.00196078


Tree=3433
num_leaves=11
num_cat=0
split_feature=484 15 133 42 43 4 52 49 2 47
split_gain=0.000139284 0.000105923 7.34218e-05 0.000114173 0.000145288 0.000113281 8.72957e-05 0.000166602 0.000138663 6.53945e-05
threshold=-0.0068949999999999992 -0.10653 0.10722500000000001 0.09832500000000001 0.13895500000000002 0.055260000000000011 0.096795000000000006 -0.043469999999999995 0.084245000000000014 0.077555000000000013
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 9 3 4 5 6 7 -3 -9 -2
right_child=1 2 -4 -5 -6 -7 -8 8 -10 -11
leaf_value=-0.00070573185454372151 0.00071327859003490963 0.00033346096556574346 -0.00052695325155842452 0.00061140656920155741 0.00062325210077985064 -0.00062003723202149245 0.00045357673951393768 1.3229969350185425e-05 -0.000776113697653733 8.9716837596530308e-05
leaf_weight=0.0010296954305168858 0.0012851527487371586 0.0018428951570094018 0.0010786718999605425 0.0010875920046978854 0.0010545248034217478 0.0015872920576810385 0.0011532417257692313 0.0016440838053230367 0.0017841833907720579 0.0013013843132222746
leaf_count=503 297 230 322 132 129 169 257 313 617 152
internal_value=0 4.18027e-05 -4.05747e-05 1.10948e-05 -6.09191e-05 -0.000150972 -3.50789e-05 -0.000141988 -0.000397571 0.000399541
internal_weight=0 0.013819 0.0112325 0.0101538 0.00906622 0.0080117 0.0064244 0.00527116 0.00342827 0.00258654
internal_count=3121 2618 2169 1847 1715 1586 1417 1160 930 449
is_linear=0
shrinkage=0.00196078


Tree=3434
num_leaves=9
num_cat=0
split_feature=4 1 12 13 12 0 151 47
split_gain=3.01493e-05 6.59518e-05 4.0114e-05 5.63202e-05 0.000157063 7.75792e-05 7.35488e-05 6.62349e-05
threshold=0.24564500000000003 0.111945 0.10124000000000001 -0.017449999999999997 0.088930000000000023 -0.083914999999999976 -0.0064299999999999991 0.092165000000000011
decision_type=2 2 2 2 2 2 2 2
left_child=2 -2 3 5 6 -1 -5 -8
right_child=1 -3 -4 4 -6 -7 7 -9
leaf_value=0.0033409520056919724 -0.0066094564804193793 0.02666689792957494 -0.020563058842055733 0.018168830614222014 0.039047553998508941 -0.029227040776359021 -0.022597125239780975 0.0089071174032596817
leaf_weight=0.0016256402210420102 0.001199777816697524 0.0011827465952075151 0.0011072651896239143 0.0011612765044042642 0.0011255689119586219 0.0013296583305871369 0.0019058038359133934 0.0010269393982946795
leaf_count=750 150 276 343 136 309 642 451 64
internal_value=0 0.00990978 -0.00270071 -0.000281308 0.00596429 -0.0113122 -0.00313129 -0.0115655
internal_weight=0 0.00238252 0.00928215 0.00817489 0.00521959 0.0029553 0.00409402 0.00293274
internal_count=3121 426 2695 2352 960 1392 651 515
is_linear=0
shrinkage=0.1


Tree=3435
num_leaves=12
num_cat=0
split_feature=484 4 39 12 3 43 3 12 12 2 16
split_gain=0.000107251 0.000127296 6.07455e-05 9.69289e-05 8.89776e-05 0.000104091 0.00021914 0.000142804 0.000125626 9.07244e-05 3.61385e-05
threshold=-0.0068949999999999992 0.27044500000000005 0.097050000000000011 0.10711000000000002 0.10732000000000001 -0.074359999999999996 -0.077774999999999983 0.09141500000000001 0.089795000000000014 0.089775000000000008 -0.059624999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 6 7 -2 9 10 -7
right_child=1 -3 -4 -5 -6 8 -8 -9 -10 -11 -12
leaf_value=-0.00062168309159394287 -0.00063440746913670661 0.00051178541967558471 -0.00049345581740354314 -0.0005617544447066988 0.00048119794120882951 -0.00056378435570937071 0.00096788897675421915 0.00036200640640287945 -0.00078286669837211004 0.0002998898327597576 -5.3040917508632892e-05
leaf_weight=0.0010384760482080877 0.001041051517402566 0.0018408185643580847 0.0010458273132587523 0.001062283982364738 0.0016236505746728405 0.0010484841617746923 0.0010914246995024977 0.0011795705418778252 0.0011062141238807736 0.0017318959299179038 0.0010825768995558756
leaf_count=503 393 346 75 182 111 381 187 171 468 156 148
internal_value=0 3.1641e-05 -4.19343e-05 1.12278e-06 6.14906e-05 -2.0799e-05 0.000248468 -0.000105123 -0.000200271 -3.3436e-05 -0.000304327
internal_weight=0 0.0138538 0.012013 0.0109672 0.00990487 0.00828122 0.00331205 0.00222062 0.00496917 0.00386296 0.00213106
internal_count=3121 2618 2272 2197 2015 1904 751 564 1153 685 529
is_linear=0
shrinkage=0.00196078


Tree=3436
num_leaves=10
num_cat=0
split_feature=47 42 131 42 457 0 4 2 1
split_gain=8.56855e-05 0.000105248 6.81332e-05 7.58879e-05 8.56968e-05 6.10137e-05 0.000125546 6.3043e-05 5.55948e-05
threshold=0.13148500000000005 0.09832500000000001 0.084390000000000007 -1.0000000180025095e-35 0.045365000000000009 -0.077999999999999986 -0.27825499999999997 0.113445 0.089175000000000018
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 7 -7 8 -5
right_child=-2 -3 -4 4 -6 6 -8 -9 -10
leaf_value=-0.00036165358728159003 -0.000558664283628911 0.00055102948689631046 -0.00050253463601747492 -9.8039998003061412e-06 0.00048226551023347765 -0.00013243097647814008 0.00069194235829274657 0.00025863438166056924 -0.00050865657289708634
leaf_weight=0.0017050214264776519 0.0010213544345937251 0.001343489564599243 0.0010592383383889225 0.0016164609925596275 0.0017278614317799397 0.0016601683338357265 0.001241312522139066 0.0011307249999335089 0.0018327596815611372
leaf_count=676 65 394 440 699 209 180 215 101 142
internal_value=0 3.06427e-05 -2.77472e-05 1.83311e-05 8.8682e-05 -2.21745e-06 0.000220253 -0.000143156 -0.000274872
internal_weight=0 0.013317 0.0119735 0.0109143 0.00920929 0.00748143 0.00290148 0.00457995 0.00344922
internal_count=3121 3056 2662 2222 1546 1337 395 942 841
is_linear=0
shrinkage=0.00196078


Tree=3437
num_leaves=10
num_cat=0
split_feature=484 4 12 12 42 42 43 4 4
split_gain=0.000130554 7.62686e-05 5.05634e-05 6.89061e-05 9.41146e-05 5.36613e-05 8.51093e-05 7.62842e-05 0.000127961
threshold=-0.0068949999999999992 0.27044500000000005 0.10711000000000002 0.097825000000000009 0.092395000000000019 -1.0000000180025095e-35 -0.075574999999999989 -0.062539999999999984 0.033845000000000007
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 -2 -7 -8 -9
right_child=1 -3 -4 -5 -6 6 7 8 -10
leaf_value=-0.00069149873639014236 -0.00026989960727929021 0.00042552504430484007 -0.00042743331831751537 0.00047459120560861131 -0.0005951438941502673 0.0005020734556682976 -0.00037847328529361284 0.00053321969782712522 -0.00024609953516134417
leaf_weight=0.0010023652324147149 0.0017093453898698518 0.0017357865102602338 0.0010419864313275665 0.0011664686631523173 0.0010126473597332998 0.0016679217867486768 0.0015002281046387947 0.0016745636618046658 0.0015690313466469874
leaf_count=503 561 346 196 199 301 445 348 163 59
internal_value=0 4.27596e-05 -1.5818e-05 2.58217e-05 -3.14906e-05 3.87933e-05 0.00012109 -1.28638e-05 0.000156238
internal_weight=0 0.013078 0.0113422 0.0103002 0.00913374 0.00812109 0.00641174 0.00474382 0.0032436
internal_count=3121 2618 2272 2076 1877 1576 1015 570 222
is_linear=0
shrinkage=0.00196078


Tree=3438
num_leaves=9
num_cat=0
split_feature=1 0 16 47 4 48 16 47
split_gain=2.58048e-05 7.35809e-05 5.24245e-05 3.80432e-05 6.82962e-05 0.000116015 7.00358e-05 3.89127e-05
threshold=0.077565000000000009 -0.087634999999999977 0.19444000000000003 0.087235000000000021 -0.04890499999999999 0.086035000000000014 -0.079504999999999978 0.11069000000000002
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 -2 6 -6 -5
right_child=3 2 -4 7 5 -7 -8 -9
leaf_value=-0.029830136175637831 -0.0092366318131924165 -0.0092147783786770097 0.018353374498835586 -0.018529370432156283 0.047977284198953696 -0.0092597786959051753 0.013347175606963505 0.0056247616092668477
leaf_weight=0.0010215683723544915 0.0015609590701724475 0.0017993241795431587 0.001118636746556146 0.0013387598813532425 0.001051066199844207 0.0012171419141727285 0.0013142072641589243 0.0013291658265268634
leaf_count=502 515 949 185 152 271 157 242 148
internal_value=0 -0.00673257 0.00135382 0.00319405 0.00822024 0.0158267 0.0287359 -0.00649573
internal_weight=0 0.00393953 0.00291796 0.0078113 0.00514337 0.00358242 0.00236527 0.00266793
internal_count=3121 1636 1134 1485 1185 670 513 300
is_linear=0
shrinkage=0.1


Tree=3439
num_leaves=10
num_cat=0
split_feature=457 1 12 51 3 12 15 0 52
split_gain=2.23321e-05 4.71369e-05 6.30383e-05 6.18712e-05 7.02961e-05 9.17422e-05 8.19889e-05 0.000143063 4.12568e-05
threshold=0.088350000000000026 0.12811000000000003 0.10711000000000002 -0.076794999999999988 0.10542000000000001 0.092355000000000007 -0.094549999999999981 -0.084804999999999978 0.08976000000000002
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 6 -5 -8 -9
right_child=-2 -3 -4 4 -6 -7 7 8 -10
leaf_value=-0.023815355491785969 0.01294723790497421 0.015770307327699393 -0.027710842438809381 0.02330843339067647 0.024416716690238649 -0.026944826947484398 -0.032892577364931855 -0.0030459553852661345 0.025366079838765911
leaf_weight=0.0010565190657915516 0.0011768389710693885 0.0013634092803880031 0.0010110518901164664 0.0014968955829304785 0.0011793375402389117 0.0012048994007385627 0.0011711437636210843 0.0010383305407843445 0.0010064958433921769
leaf_count=442 158 243 230 289 89 480 574 456 160
internal_value=0 -0.00157777 -0.0041586 -0.00123812 0.00212287 -0.00232002 0.00397561 -0.00502299 0.0109389
internal_weight=0 0.0105281 0.00916467 0.00815362 0.0070971 0.00591777 0.00471287 0.00321597 0.00204483
internal_count=3121 2963 2720 2490 2048 1959 1479 1190 616
is_linear=0
shrinkage=0.1


Tree=3440
num_leaves=10
num_cat=0
split_feature=47 4 47 15 15 0 13 13 1
split_gain=2.35277e-05 7.92297e-05 7.50909e-05 7.16955e-05 9.0547e-05 6.91487e-05 4.86839e-05 2.48257e-05 1.57106e-05
threshold=0.12431000000000002 0.24564500000000003 0.087235000000000021 -0.090344999999999995 -0.0063699999999999989 -0.083914999999999976 -0.016469999999999995 0.065590000000000009 0.11181500000000001
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -5 -6 -7 -8 -3
right_child=-2 8 -4 4 5 6 7 -9 -10
leaf_value=0.024012803888356721 -0.014300330338473494 0.0097455704989812836 -0.028073113221559823 -0.030858948308281176 0.017498813721334654 -0.02023964305902232 0.014766214201707969 -0.0074462225925915008 0.027097214703182063
leaf_weight=0.0011082216424024832 0.0010615827252343493 0.0010048581856293675 0.0010454763793993384 0.0010193501683059504 0.00181801485239853 0.0014900602015879877 0.0010014447794234869 0.0010112600228666148 0.0010854931005220665
leaf_count=306 91 139 259 606 491 453 338 175 263
internal_value=0 0.00131562 -0.00297652 0.000546125 -0.00355573 0.001675 -0.00653792 0.00360583 0.0187561
internal_weight=0 0.0105842 0.00849383 0.00744835 0.00634013 0.00532078 0.00350277 0.0020127 0.00209035
internal_count=3121 3030 2628 2369 2063 1457 966 513 402
is_linear=0
shrinkage=0.1


Tree=3441
num_leaves=11
num_cat=0
split_feature=484 4 49 52 133 13 12 4 2 4
split_gain=9.20844e-05 8.77858e-05 6.21389e-05 9.04491e-05 0.000117975 0.000159146 8.27987e-05 0.00011914 9.72853e-05 0.000116766
threshold=-1.0000000180025095e-35 0.27044500000000005 0.065470000000000014 0.11434500000000002 -0.0061299999999999992 -0.084034999999999985 0.09857500000000001 0.033845000000000007 0.088225000000000012 -0.047864999999999991
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 -6 7 8 -7 -10
right_child=1 -3 -4 -5 5 6 -8 -9 9 -11
leaf_value=-0.00055113038456335885 -0.00048184527634355579 0.00044483467907520093 0.00041393274985524392 -0.00059346566498497838 0.00063118677493417905 -0.00039179539014326325 0.00041350899855003767 -0.00064606438976699224 -0.00018391084723654282 0.00074015906696336855
leaf_weight=0.0011033338833278629 0.0016561858570490074 0.0017709571111578669 0.0011248338192825979 0.0011358572568008441 0.00166677244050502 0.0012940861997800378 0.0011717903632771087 0.0014137237474112219 0.0010221218065325985 0.0010825572790636728
leaf_count=515 565 346 425 262 214 349 136 51 152 106
internal_value=0 3.82921e-05 -2.39464e-05 -7.11107e-05 -7.36234e-06 9.53467e-05 -5.38983e-05 -0.000167707 3.12667e-05 0.000291391
internal_weight=0 0.0133389 0.0115679 0.0104431 0.00930724 0.00765105 0.00598428 0.00481249 0.00339877 0.00210468
internal_count=3121 2606 2260 1835 1573 1008 794 658 607 258
is_linear=0
shrinkage=0.00196078


Tree=3442
num_leaves=12
num_cat=0
split_feature=484 47 43 474 52 16 151 12 3 13 15
split_gain=0.000101813 8.55176e-05 7.1951e-05 0.000140233 0.000122606 0.000154145 0.000199333 0.000134252 0.000121538 6.55677e-05 2.59377e-06
threshold=-0.0068949999999999992 0.13148500000000005 -0.15582499999999996 0.084660000000000027 -0.081429999999999989 -0.083134999999999987 -0.0083949999999999979 0.090545000000000014 -0.010424999999999999 -0.014169999999999999 -0.018314999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 -4 6 -6 9 -7 -8 -10
right_child=1 -3 3 -5 5 8 7 -9 10 -11 -12
leaf_value=-0.00060776185964435381 0.00043825247093573109 -0.00050445514189521607 0.00040325918568164822 0.000705019323918691 -0.00066099500584891754 -0.0010559488893690269 0.00022329231358349312 -0.00028714150923659 -0.00029826889264718021 0.00086923156743795691 -0.00015760689214726521
leaf_weight=0.0010171782385449838 0.0018459984494848475 0.00103899623489881 0.0018037177191405195 0.0010310896380263191 0.0011125172088829322 0.0010281096562980061 0.0012016513263263231 0.0010664396156244982 0.0010022834595244667 0.0012151441382927295 0.0010138149516238947
leaf_count=503 210 55 458 254 115 683 372 196 44 194 37
internal_value=0 3.5764e-05 8.13201e-05 1.84168e-05 -5.65485e-05 -0.000165104 6.15729e-05 0.000292355 -0.000507313 0.000548065 -0.000227536
internal_weight=0 0.0133598 0.0123208 0.0104748 0.00944368 0.00763996 0.00459575 0.00348324 0.00304421 0.0024168 0.0020161
internal_count=3121 2618 2563 2353 2099 1641 877 762 764 566 81
is_linear=0
shrinkage=0.00196078


Tree=3443
num_leaves=9
num_cat=0
split_feature=0 3 12 160 151 2 16 4
split_gain=2.30976e-05 5.4766e-05 5.76265e-05 4.93118e-05 7.78207e-05 0.000110066 9.52917e-05 6.32627e-05
threshold=-0.061629999999999997 0.076840000000000006 0.08401500000000002 -1.0000000180025095e-35 -0.0083949999999999979 0.099515000000000006 -0.078844999999999985 -0.0024449999999999997
decision_type=2 2 2 2 2 2 2 2
left_child=3 2 -2 -1 -5 6 7 -6
right_child=1 -3 -4 4 5 -7 -8 -9
leaf_value=-0.019138386829519561 0.033477750360160721 -0.010591032779338344 0.002600416610533078 -0.019851158512779913 0.02503008965462199 0.029380364417739696 -0.029133044124378078 -0.0074447267152777169
leaf_weight=0.0015575401128936133 0.001000003329492731 0.0012771528954291815 0.0015279616057531087 0.0014244848972498171 0.0011153795889168804 0.0014897763589048901 0.0010011125308043022 0.0012978888494218522
leaf_count=819 168 125 291 287 549 299 427 156
internal_value=0 0.00628754 0.0148148 -0.00319878 0.000724115 0.00670051 -0.00319526 0.00756469
internal_weight=0 0.00380512 0.00252796 0.00788618 0.00632864 0.00490416 0.00341438 0.00241327
internal_count=3121 584 459 2537 1718 1431 1132 705
is_linear=0
shrinkage=0.1


Tree=3444
num_leaves=8
num_cat=0
split_feature=50 160 12 1 3 43 0
split_gain=2.24403e-05 4.63708e-05 6.24266e-05 0.000119751 0.000127276 8.35461e-05 7.86515e-05
threshold=0.088425000000000017 -0.085579999999999976 0.097825000000000009 0.11181500000000001 0.096675000000000011 -0.072864999999999985 -0.10224499999999999
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 4 5 -3 -7
right_child=-2 2 -4 -5 -6 6 -8
leaf_value=0.021841839353179605 -0.013289468132419605 0.011325249886150555 0.015019082605732674 -0.029695518942103889 0.033835713591731174 -0.033773597461454766 -0.0013235338712681527
leaf_weight=0.0010001350345835184 0.0011610781786521125 0.001900762632534084 0.0019753177447581925 0.0015524838229143932 0.0010100656002658415 0.0013192060349838937 0.0017217808178691899
leaf_count=385 560 569 379 273 98 157 700
internal_value=0 0.00136264 -0.000797988 -0.00496143 0.00149026 -0.00512097 -0.0154006
internal_weight=0 0.0104798 0.00947962 0.0075043 0.00595182 0.00494175 0.00304099
internal_count=3121 2561 2176 1797 1524 1426 857
is_linear=0
shrinkage=0.1


Tree=3445
num_leaves=9
num_cat=0
split_feature=1 16 43 3 2 0 49 2
split_gain=2.58904e-05 6.83448e-05 9.81138e-05 3.85674e-05 5.25214e-05 7.57659e-05 7.44665e-05 3.36984e-05
threshold=0.077565000000000009 0.19444000000000003 0.016310000000000002 0.097915000000000016 1.0000000180025095e-35 -0.077809999999999976 -0.006494999999999999 0.11474000000000002
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 -2 -6 -5
right_child=3 -3 -4 7 6 -7 -8 -9
leaf_value=-0.030661572357609381 -0.014352409012489395 0.013844233170138371 0.0078451431640171286 -0.016645573574452184 0.00020882988655659192 0.020081660778640497 0.034975814146234678 0.0069916868102303719
leaf_weight=0.0016533921360698972 0.0016992599808599823 0.0011417396524615719 0.0011031976500848486 0.0014705555269394358 0.0011568820720808393 0.0010240991195166343 0.0013178482418414574 0.0010225111325949526
leaf_count=1168 378 196 272 144 146 313 350 154
internal_value=0 -0.00672964 -0.015251 0.0032742 0.0081783 -0.00140373 0.018723 -0.00695094
internal_weight=0 0.00389833 0.00275659 0.00769116 0.00519809 0.00272336 0.00247473 0.00249307
internal_count=3121 1636 1440 1485 1187 691 496 298
is_linear=0
shrinkage=0.1


Tree=3446
num_leaves=8
num_cat=0
split_feature=11 48 0 1 0 0 13
split_gain=2.39527e-05 4.3613e-05 0.000103025 3.8934e-05 9.06167e-05 7.76548e-05 8.9188e-05
threshold=0.079915000000000014 0.016865000000000002 -0.20211999999999997 0.11323000000000001 -0.10224499999999999 -0.083914999999999976 -0.033284999999999988
decision_type=2 2 2 2 2 2 2
left_child=1 3 -3 4 -1 -6 -7
right_child=-2 2 -4 -5 5 6 -8
leaf_value=-0.026492344145531574 -0.014685662840202491 -0.0075449577617635729 0.029582333731663624 0.0112571499977656 0.022530381691453386 -0.02687257027355552 0.0074091133103121641
leaf_weight=0.0016323287604079846 0.0010235111211940187 0.001453048617996 0.0015390453983893226 0.0015759105085830505 0.0012204985361216301 0.0013256307699872686 0.0017751074966323099
leaf_count=250 199 82 490 301 675 589 535
internal_value=0 0.00133902 0.0115522 -0.00271955 -0.00641919 0.00116336 -0.00724703
internal_weight=0 0.0105216 0.00299209 0.00752948 0.00595357 0.00432124 0.00310074
internal_count=3121 2922 572 2350 2049 1799 1124
is_linear=0
shrinkage=0.1


Tree=3447
num_leaves=11
num_cat=0
split_feature=52 43 40 4 3 51 0 16 0 1
split_gain=8.10592e-05 7.65024e-05 0.000130655 8.11489e-05 8.38375e-05 7.63716e-05 0.000113245 8.88796e-05 8.78148e-05 2.97191e-05
threshold=0.19022000000000003 0.16180500000000003 -0.013874999999999998 -0.35136499999999998 0.12178000000000001 0.086310000000000012 -0.077999999999999986 0.064860000000000015 -0.10151999999999999 0.090540000000000023
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 5 6 8 -8 9 -5
right_child=-2 -3 3 4 -6 -7 7 -9 -10 -11
leaf_value=0.00068708617640363188 -0.00052403637988144929 -0.00044577591976695491 -0.00043230586812050931 -2.4208604113181571e-05 -0.00042055099633970708 -0.00033948138262187368 0.00097665464736379037 0.00019620285316271805 -0.00031505783198666488 0.00039087112373012889
leaf_weight=0.0012184679913927561 0.0010961314983600782 0.0011733780692282482 0.0013911833714503911 0.0010039106355111149 0.0011410919122905932 0.0010689906534875086 0.0011184923215189881 0.0011255653306486155 0.0016458003806613078 0.0019539761526046473
leaf_count=298 350 195 185 130 137 175 310 194 1034 113
internal_value=0 3.14675e-05 7.9463e-05 8.60757e-06 7.63271e-05 0.000147945 0.000224037 0.000585199 4.79892e-05 0.000249993
internal_weight=0 0.0128409 0.0116675 0.010449 0.00905783 0.00791674 0.00684774 0.00224406 0.00460369 0.00295789
internal_count=3121 2771 2576 2278 2093 1956 1781 504 1277 243
is_linear=0
shrinkage=0.00196078


Tree=3448
num_leaves=9
num_cat=0
split_feature=131 150 42 42 133 2 3 15
split_gain=2.38546e-05 3.96265e-05 5.27808e-05 9.00448e-05 7.44227e-05 6.8975e-05 9.5753e-05 9.27605e-05
threshold=0.088610000000000008 0.081835000000000019 0.092145000000000019 0.08623500000000002 0.061605000000000007 0.10699500000000002 -0.059315 -0.016799999999999995
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 -1 -8
right_child=-2 -3 -4 -5 -6 -7 7 -9
leaf_value=-0.021445968435409964 -0.014458516747085396 0.014168801962391439 -0.021378494830557579 0.02876322730261735 0.021805882963611186 -0.023786881343234922 -0.0061890015660883745 0.034516866303436415
leaf_weight=0.0012809643837442385 0.0010494208180186594 0.0019619346878575064 0.0011642513886308747 0.0010426058856444114 0.0010183984237923382 0.0017752161035237725 0.001199672070733673 0.0010496208767440951
leaf_count=585 443 375 486 371 345 276 127 113
internal_value=0 0.00135434 -0.00159279 0.00153428 -0.00295491 -0.0077078 0.000377686 0.0128062
internal_weight=0 0.0104927 0.00853073 0.00736648 0.00632387 0.00530547 0.00353026 0.00224929
internal_count=3121 2678 2303 1817 1446 1101 825 240
is_linear=0
shrinkage=0.1


Tree=3449
num_leaves=11
num_cat=0
split_feature=484 4 16 48 15 12 0 13 0 16
split_gain=0.000200654 0.000145801 9.05733e-05 7.80237e-05 0.000105064 8.98307e-05 0.00017251 8.76588e-05 8.20114e-05 3.82681e-05
threshold=-0.0068949999999999992 0.27044500000000005 -0.36241499999999999 0.092475000000000016 0.088655000000000025 0.089735000000000023 -0.12333499999999999 -0.084154999999999994 -0.019414999999999998 -0.052894999999999991
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 6 -4 -7 9 -8
right_child=1 -3 3 -5 -6 7 8 -9 -10 -11
leaf_value=-0.00083733034340765719 -0.00048437264653163596 0.00057048220358839471 0.00040163984830858106 0.00046096852146269786 -0.00054048309969367098 0.00074061707654263036 -0.0003480243143432829 5.409651506385772e-05 4.3396029668874314e-05 -0.00088957113341790847
leaf_weight=0.0010559146692067705 0.0014700356453407658 0.0017965510032409331 0.0016463826436164983 0.001430034254094212 0.0013321416102065557 0.0011689035451697832 0.0010000350733378083 0.0018417459429089823 0.0011158676368009561 0.0010066952114801417
leaf_count=503 102 346 132 222 539 41 423 412 95 306
internal_value=0 4.94997e-05 -2.8421e-05 3.51606e-05 -3.16672e-05 5.54596e-05 -0.00011195 0.000320642 -0.000382739 -0.000619696
internal_weight=0 0.0138084 0.0120118 0.0105418 0.00911177 0.00777963 0.00476898 0.00301065 0.0031226 0.00200673
internal_count=3121 2618 2272 2170 1948 1409 956 453 824 729
is_linear=0
shrinkage=0.00196078


Tree=3450
num_leaves=9
num_cat=0
split_feature=4 15 4 15 4 15 16 4
split_gain=2.50396e-05 5.68268e-05 3.52417e-05 4.71752e-05 4.89298e-05 8.14657e-05 8.05141e-05 7.16783e-05
threshold=0.24564500000000003 -0.15026499999999995 0.098655000000000007 0.088655000000000025 -0.49405499999999997 -0.0063699999999999989 -0.056919999999999991 -0.084369999999999987
decision_type=2 2 2 2 2 2 2 2
left_child=2 -2 3 4 -1 6 -6 -7
right_child=1 -3 -4 -5 5 7 -8 -9
leaf_value=-0.017146816552107785 0.024209196326646074 -0.0069448815066535264 -0.017704130331871029 -0.019480445678554108 0.010828280217293764 0.003040760766535415 -0.020731677031036438 0.036423751403096255
leaf_weight=0.0010139892992333003 0.0012105126959547079 0.0011339660123824533 0.0012984022446664916 0.0010672692974698188 0.0017354917464497848 0.0012699675139859518 0.0015131260915618224 0.0013032084860192424
leaf_count=145 266 160 121 639 382 357 755 296
internal_value=0 0.00914074 -0.00243576 7.27047e-05 0.00312553 0.00665639 -0.00387157 0.0199479
internal_weight=0 0.00234448 0.00920145 0.00790305 0.00683578 0.00582179 0.00324862 0.00257318
internal_count=3121 426 2695 2574 1935 1790 1137 653
is_linear=0
shrinkage=0.1


Tree=3451
num_leaves=10
num_cat=0
split_feature=52 52 4 0 0 3 15 0 2
split_gain=2.27871e-05 5.51444e-05 0.00011108 0.000106096 0.00011055 7.42461e-05 7.38077e-05 0.000105803 4.80833e-05
threshold=0.15915500000000002 0.10347000000000002 -0.35136499999999998 -0.077999999999999986 -0.10011499999999998 -0.088084999999999983 -0.11713499999999999 -0.13455999999999999 0.092755000000000018
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 6 -5 -4 8 -8
right_child=-2 -3 3 5 -6 -7 7 -9 -10
leaf_value=-0.030608517114879497 -0.013846066888568579 0.023568948898249755 -0.018899297911527765 0.039741279709633835 -0.031503318686068531 0.0036915335026926083 0.010110146748476261 0.031240467780042708 -0.019331107245272854
leaf_weight=0.0011180253041419555 0.0010879174631457907 0.0010099318120041509 0.0011924060988069869 0.0011168880533402566 0.0011761587642489437 0.0011695498636860218 0.0011746036531476989 0.0014068323446837002 0.0010511639674200129
leaf_count=194 368 215 160 163 1158 492 103 118 150
internal_value=0 0.00136361 -0.0010207 0.0029708 -0.00401309 0.0213013 0.00268802 0.00977409 -0.00379408
internal_weight=0 0.0104156 0.00940563 0.0082876 0.00600116 0.00228644 0.00482501 0.0036326 0.00222577
internal_count=3121 2753 2538 2344 1689 655 531 371 253
is_linear=0
shrinkage=0.1


Tree=3452
num_leaves=8
num_cat=0
split_feature=42 49 4 42 52 47 0
split_gain=2.67018e-05 4.16081e-05 8.30945e-05 7.24333e-05 5.74785e-05 3.51299e-05 8.33001e-05
threshold=-1.0000000180025095e-35 -0.043469999999999995 0.0052350000000000009 0.091545000000000015 -0.07167999999999998 0.087235000000000021 -0.083914999999999976
decision_type=2 2 2 2 2 2 2
left_child=-1 2 -2 4 -3 6 -6
right_child=1 3 -4 -5 5 -7 -8
leaf_value=-0.010837723066655053 -0.0067318647942813366 -0.017287339856167896 0.030977676872817481 -0.021216025606313471 0.030282344214817611 -0.0046823868660503315 -0.0021621672976874545
leaf_weight=0.0019157870877562081 0.0010816171025308898 0.0010782684193609976 0.0012710112464227607 0.0015012715862868353 0.0016000598057486662 0.0014225657972490521 0.0015656748406744892
leaf_count=862 234 397 147 614 477 144 246
internal_value=0 0.00210153 0.0136408 -0.00168588 0.00348834 0.0083707 0.0142363
internal_weight=0 0.00952047 0.00235263 0.00716784 0.00566657 0.0045883 0.00316573
internal_count=3121 2259 381 1878 1264 867 723
is_linear=0
shrinkage=0.1


Tree=3453
num_leaves=8
num_cat=0
split_feature=1 15 16 43 52 4 3
split_gain=2.62592e-05 8.0933e-05 6.74917e-05 5.19851e-05 6.04296e-05 0.000120884 6.25714e-05
threshold=0.104035 -0.016799999999999995 -0.071854999999999988 -0.15582499999999996 0.090245000000000006 -0.076229999999999978 -0.0080949999999999998
decision_type=2 2 2 2 2 2 2
left_child=3 2 -2 -1 5 -5 -7
right_child=1 -3 -4 4 -6 6 -8
leaf_value=0.016187059514325898 0.010983880107565342 0.029274825426302505 -0.018177633663642577 0.021323971460734975 -0.024277078910372823 -0.032044851992925331 -0.0017613327381117636
leaf_weight=0.0010976812439937086 0.0017851105616009406 0.0011161169375255341 0.0014289607575055843 0.0015217397084973934 0.0015778777370062573 0.0011165318416637244 0.0017542591832561609
leaf_count=182 324 154 213 677 562 859 150
internal_value=0 0.00607513 -0.00198119 -0.00381396 -0.00749122 -0.00146143 -0.0135395
internal_weight=0 0.00433019 0.00321407 0.00706809 0.00597041 0.00439253 0.00287079
internal_count=3121 691 537 2430 2248 1686 1009
is_linear=0
shrinkage=0.1


Tree=3454
num_leaves=8
num_cat=0
split_feature=16 1 15 150 16 16 4
split_gain=2.46877e-05 6.34305e-05 7.54001e-05 4.11644e-05 9.04021e-05 6.26236e-05 4.59716e-05
threshold=0.38525000000000004 0.077565000000000009 0.035560000000000008 0.080470000000000014 -0.36241499999999999 -0.056919999999999991 0.053180000000000012
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 4 -3 6 -6
right_child=-2 3 -4 -5 5 -7 -8
leaf_value=-0.027784488599990016 0.011905030021338359 -0.026438419370504347 0.0029033019810369171 0.017272525079399803 0.0033326134176955846 -0.0070260201368654955 0.033429819015578094
leaf_weight=0.0017080961089719383 0.0014987308990610177 0.0010809568301382404 0.001507060305132155 0.0016741177310598924 0.0010141721259853661 0.0018546048056063465 0.0010158365300939392
leaf_count=733 311 212 778 295 312 404 76
internal_value=0 -0.00187087 -0.0134 0.00371193 -0.000859963 0.00625766 0.0183936
internal_weight=0 0.00985484 0.00321516 0.00663969 0.00496557 0.00388461 0.00203001
internal_count=3121 2810 1511 1299 1004 792 388
is_linear=0
shrinkage=0.1


Tree=3455
num_leaves=11
num_cat=0
split_feature=484 4 0 16 16 13 2 2 2 47
split_gain=0.000102838 8.27072e-05 5.43995e-05 9.55818e-05 0.000124578 0.000109312 9.61259e-05 0.000108594 0.000115838 2.55466e-05
threshold=-1.0000000180025095e-35 0.27044500000000005 0.15398500000000004 0.26676500000000009 -0.014034999999999997 -0.0097949999999999982 0.092755000000000018 0.089885000000000007 0.079055000000000014 0.088195000000000009
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 6 -6 7 8 9 -2
right_child=1 -3 -4 -5 5 -7 -8 -9 -10 -11
leaf_value=-0.00059018117115217246 0.00032916655387124876 0.00044173521972115529 0.00037383468978622177 -0.00055439971637447636 0.00077127143330547822 -3.3186988455772078e-05 -0.00050434691056000806 0.00057801798991474035 -0.00070395634635860211 -0.00010650532294182199
leaf_weight=0.0010805724378717954 0.0010082181182480632 0.0017058384901327524 0.0011942633125031641 0.0013489865868178833 0.001288989026225134 0.0013088005426654193 0.0019606626467206824 0.0010200441787788471 0.0010114739364646633 0.0010630562785637343
leaf_count=515 280 346 47 295 335 207 384 113 534 65
internal_value=0 3.95188e-05 -2.17171e-05 -6.89081e-05 6.70712e-06 0.000365975 -0.000147215 2.34525e-05 -0.000160046 0.000105563
internal_weight=0 0.0129103 0.0112045 0.0100102 0.00866124 0.00259779 0.00606346 0.00410279 0.00308275 0.00207127
internal_count=3121 2606 2260 2213 1918 542 1376 992 879 345
is_linear=0
shrinkage=0.00196078


Tree=3456
num_leaves=11
num_cat=0
split_feature=484 4 133 133 16 2 2 52 0 43
split_gain=9.25346e-05 0.000120605 7.95207e-05 0.000120955 0.000106948 0.000166897 0.000204566 0.000131786 0.000155486 7.76391e-05
threshold=-1.0000000180025095e-35 0.27044500000000005 0.10722500000000001 0.083950000000000011 -0.010264999999999998 0.092755000000000018 0.088475000000000012 0.091275000000000009 -0.053834999999999994 -0.0030899999999999994
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 6 9 8 -6 -2
right_child=1 -3 -4 -5 7 -7 -8 -9 -10 -11
leaf_value=-0.00055636783763312746 5.8725768771706306e-05 0.00052256653209585785 -0.00055853821474457219 0.00054463837907709454 0.000416293511954985 -0.00077406983069494301 0.00069945636390975627 0.00071346608630109176 -0.00054791720609558719 -0.00064069258199560394
leaf_weight=0.001082925282466886 0.0011130862270475389 0.0017287751716375714 0.0010097395368519725 0.0014429494784482947 0.0012776101534887575 0.0016119501306963747 0.0010779007670484314 0.001220249969712095 0.0012944830462028288 0.0013505720561354431
leaf_count=515 391 346 344 366 282 260 118 66 197 236
internal_value=0 3.99742e-05 -3.32188e-05 1.78396e-05 -6.71321e-05 -0.000251043 -1.29858e-05 0.000182789 -6.89745e-05 -0.000324694
internal_weight=0 0.0131273 0.0113985 0.0103888 0.00894585 0.00515351 0.00354156 0.00379234 0.00257209 0.00246366
internal_count=3121 2606 2260 1916 1550 1005 745 545 479 627
is_linear=0
shrinkage=0.00196078


Tree=3457
num_leaves=11
num_cat=0
split_feature=484 4 0 0 16 16 150 13 0 4
split_gain=9.20455e-05 7.1531e-05 4.43555e-05 8.80243e-05 0.000138904 7.62984e-05 8.85987e-05 8.54661e-05 0.000105639 6.67027e-05
threshold=-1.0000000180025095e-35 0.27044500000000005 0.041630000000000007 -0.053834999999999994 0.0065250000000000004 -0.056919999999999991 0.087000000000000008 -0.086589999999999986 -0.10224499999999999 -0.49405499999999997
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 6 7 -2 -9 -4
right_child=1 -3 9 -5 -6 -7 -8 8 -10 -11
leaf_value=-0.00056319023798689352 -0.00029284351019310048 0.00042405216327198232 -9.5002710972974094e-05 -0.0005308733750773423 0.00063448581581760873 -0.0005544310010209292 -0.0005199267056406004 -0.00010947094752911667 0.00067182731632254309 0.00059121833561784636
leaf_weight=0.0010297923450454946 0.0012425844672572114 0.0016728405448023535 0.0011210474201376053 0.001368374269716143 0.0011562417139932314 0.001180301135103097 0.0010030546310541844 0.0011868678923884213 0.0015142007396580742 0.0010590993123004702
leaf_count=515 263 346 112 182 292 476 73 85 692 85
internal_value=0 4.66847e-05 -1.15953e-05 -7.45818e-05 1.11461e-05 -0.000106486 3.95451e-07 0.000132738 0.00032852 0.000238358
internal_weight=0 0.0125046 0.0108318 0.00865162 0.00728325 0.00612701 0.00494671 0.00394365 0.00270107 0.00218015
internal_count=3121 2606 2260 2063 1881 1589 1113 1040 777 197
is_linear=0
shrinkage=0.00196078


Tree=3458
num_leaves=11
num_cat=0
split_feature=484 4 16 2 48 15 3 43 12 3
split_gain=0.000183133 0.000124665 8.43913e-05 0.000110944 8.97195e-05 9.61243e-05 0.00017686 8.49603e-05 6.03372e-05 3.74681e-05
threshold=-0.0068949999999999992 0.27044500000000005 -0.092484999999999984 0.092755000000000018 0.084855000000000014 -0.016799999999999995 0.10542000000000001 -0.0030899999999999994 0.088365000000000013 -0.059315
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 9 5 -4 7 8 -7 -2
right_child=1 -3 4 -5 -6 6 -8 -9 -10 -11
leaf_value=-0.00080003650599146851 -0.00023742201376820751 0.00054550385755688241 -0.00045422920976982055 -0.00069599635087860161 0.00048568840720787209 0.00041312764749531561 0.00077661900137632417 -0.00053653234588716932 -0.00022125196456163976 0.00027554863711805642
leaf_weight=0.0010309641237328188 0.0011341559716238625 0.0017497227627159247 0.0014607040559207005 0.00140250114073966 0.0017717338137899358 0.0012280235478935846 0.0011840759622604446 0.0011508989636720424 0.0010863670021838169 0.0010582332472841424
leaf_count=503 206 346 349 143 324 352 52 420 369 57
internal_value=0 5.79698e-05 -1.6359e-05 -0.000265325 9.71944e-05 -1.5457e-05 0.000122393 -0.000101153 0.000115352 1.01812e-05
internal_weight=0 0.0132264 0.0114767 0.00359489 0.0078818 0.00611007 0.00464937 0.00346529 0.00231439 0.00219239
internal_count=3121 2618 2272 406 1866 1542 1193 1141 721 263
is_linear=0
shrinkage=0.00196078


Tree=3459
num_leaves=13
num_cat=0
split_feature=484 4 12 39 13 43 3 0 48 16 3 2
split_gain=0.000103462 9.73567e-05 7.0123e-05 9.70648e-05 0.000100633 0.000104802 0.000237012 0.000148724 0.000188064 0.000185282 8.27809e-05 6.6891e-06
threshold=-0.0068949999999999992 0.27044500000000005 0.10711000000000002 0.094675000000000009 -0.117405 -0.074359999999999996 -0.077774999999999983 -0.10011499999999998 0.086260000000000017 -0.083134999999999987 -0.10115999999999999 0.086100000000000024
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 6 10 8 11 -9 -6 -7
right_child=1 -3 -4 -5 5 7 -8 9 -10 -11 -12 -13
leaf_value=-0.00061267695226149073 0.00060421121537760302 0.0004659824419736314 -0.00050698046565479703 -0.00055612569888850163 0.00028874977926030216 0.00035462670366657957 0.0010483739447292135 1.5001222669508306e-06 -0.00054899007079735676 -0.0011263501966119794 -0.00048746834967425419 0.00058032569764683312
leaf_weight=0.0010182418284781529 0.0012274778933152675 0.0017572209310280197 0.0010715805529066249 0.0010209232878567722 0.0010776358192004856 0.0010134060878762619 0.0010489159438143093 0.0011479743022154375 0.0010722440627107532 0.001093365744093645 0.001036095475546115 0.0010060485039454503
leaf_count=503 126 346 196 70 94 43 183 343 56 628 459 74
internal_value=0 3.5364e-05 -2.86773e-05 1.90271e-05 7.94176e-05 3.59408e-06 0.000286393 -0.000164114 0.000114683 -0.000548685 -9.17319e-05 0.000467065
internal_weight=0 0.0135729 0.0118157 0.0107441 0.00972316 0.00849569 0.00316265 0.00533304 0.0030917 0.00224134 0.00211373 0.00201945
internal_count=3121 2618 2272 2076 2006 1880 736 1144 173 971 553 117
is_linear=0
shrinkage=0.00196078


Tree=3460
num_leaves=9
num_cat=0
split_feature=0 16 16 160 403 15 2 1
split_gain=2.86256e-05 4.83428e-05 5.26207e-05 5.02459e-05 4.43685e-05 8.03349e-05 6.50518e-05 0.000100054
threshold=0.15398500000000004 0.26676500000000009 -0.008904999999999998 -0.071139999999999995 0.03138500000000001 -0.022504999999999997 0.089775000000000008 0.11061500000000002
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 4 -4 5 6 -1 -8
right_child=-2 -3 3 -5 -6 -7 7 -9
leaf_value=-0.014451982913670711 0.015913040012548903 -0.020860897680294737 0.030217325779216011 0.0015731959995362724 0.015298322967237935 -0.025009623589649151 0.030232999541055738 -0.011338759446878559
leaf_weight=0.0016743263156764258 0.0010217523973072599 0.0011615176664396916 0.0010195202885362811 0.0015335387981161653 0.0010297904017644993 0.0017652291492186532 0.0012762425829806879 0.0010596298627636534
leaf_count=352 60 362 252 427 283 900 296 189
internal_value=0 -0.00161902 0.000769212 0.0130117 -0.00382372 -0.00723328 0.000591596 0.0113747
internal_weight=0 0.0105198 0.00935828 0.00255306 0.00680522 0.00577543 0.0040102 0.00233587
internal_count=3121 3061 2699 679 2020 1737 837 485
is_linear=0
shrinkage=0.1


Tree=3461
num_leaves=11
num_cat=0
split_feature=484 4 13 15 52 2 16 160 0 0
split_gain=0.000176478 0.000135986 6.41258e-05 0.000199481 0.000122008 0.000111676 0.000103519 9.74384e-05 0.000232046 8.88941e-05
threshold=-0.0068949999999999992 0.27044500000000005 -0.010384999999999998 0.024640000000000006 -0.020999999999999994 0.10402500000000002 -0.16927999999999996 0.086075000000000013 -0.11991499999999998 -0.019414999999999998
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 7 -2 6 -6 8 -4 -10
right_child=1 -3 3 -5 5 -7 -8 -9 9 -11
leaf_value=-0.00079268546866435538 0.00059702682085049767 0.00055811438111357133 0.00097617267811949391 -0.00077297637111337981 0.00063141003281229737 -0.00061149720476657394 -0.00016022029845658169 -0.00048277420396504938 -0.00039380145652998736 0.00028875637166923015
leaf_weight=0.0010276772102379679 0.0015574095047006403 0.0017627967728422672 0.0010316604156530573 0.0015353535841704496 0.0010518610010035144 0.0010140823561024491 0.0016028579297315275 0.0011067270241011326 0.0017158346771913003 0.0012814734829201826
leaf_count=503 394 346 66 409 69 101 781 93 225 134
internal_value=0 4.98693e-05 -2.54365e-05 -0.000152851 0.000137203 -5.79926e-05 0.000153442 3.25399e-05 0.000174093 -0.00010198
internal_weight=0 0.0136601 0.0118973 0.00667105 0.00522621 0.0036688 0.00265472 0.0051357 0.00402897 0.00299731
internal_count=3121 2618 2272 927 1345 951 850 518 425 359
is_linear=0
shrinkage=0.00196078


Tree=3462
num_leaves=8
num_cat=0
split_feature=13 39 457 133 43 4 0
split_gain=2.65837e-05 5.6714e-05 5.01393e-05 4.72399e-05 0.000104734 5.6112e-05 5.44254e-05
threshold=-0.23438999999999996 0.0046100000000000004 0.080930000000000016 1.0000000180025095e-35 -0.074359999999999996 -0.077834999999999988 -0.10224499999999999
decision_type=2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 -6 -7
right_child=1 -3 -4 -5 5 6 -8
leaf_value=0.012964794181288278 0.017139062935246883 0.018542037540480834 0.012684101211274383 -0.024718233022451845 -0.030518474815402999 -0.016045121785352171 0.010067391513222126
leaf_weight=0.0013787531909648194 0.0016875914398541665 0.001204446269098867 0.001417970193897361 0.0013556787699561083 0.0012068525275183381 0.0019428418476296633 0.0013547740347741523
leaf_count=169 361 330 180 921 567 198 395
internal_value=0 -0.00183213 -0.00456918 -0.0078105 -0.00410875 -0.0120692 -0.0053172
internal_weight=0 0.0101702 0.00896571 0.00754774 0.00619206 0.00450447 0.00329762
internal_count=3121 2952 2622 2442 1521 1160 593
is_linear=0
shrinkage=0.1


Tree=3463
num_leaves=11
num_cat=0
split_feature=484 4 42 43 4 0 160 133 52 16
split_gain=0.000130299 0.000116005 7.44713e-05 0.000100466 9.78247e-05 6.24906e-05 0.000124301 0.000122566 0.000155164 0.000129062
threshold=-0.0068949999999999992 0.27044500000000005 0.092395000000000019 0.15359500000000004 0.063160000000000008 -0.11437499999999999 0.083670000000000008 0.083950000000000011 0.091275000000000009 -0.056919999999999991
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 6 -2 8 9 -7
right_child=1 -3 -4 -5 -6 7 -8 -9 -10 -11
leaf_value=-0.00068441644280166033 0.0007979068946642392 0.00051150650990502478 -0.00039129533120283198 0.00057493568844471882 -0.00045332588993699646 -8.3456065485589653e-06 -0.00014534372756290584 0.00049990484363958789 0.00039832478705727133 -0.00089392197707006472
leaf_weight=0.0010237568140113841 0.001122288985520057 0.0017536027470338384 0.0018410231781833966 0.0011806621835444434 0.0017202209362573075 0.0011511830388348237 0.0010301758987503323 0.0011551919214301794 0.0010562774842798953 0.001404835290160609
leaf_count=503 131 346 437 146 132 397 69 402 191 367
internal_value=0 4.1306e-05 -2.93984e-05 3.84431e-05 -3.48675e-05 6.91565e-05 0.000346464 -5.60448e-05 -0.000233834 -0.000495075
internal_weight=0 0.0134155 0.0116619 0.00982084 0.00864017 0.00691995 0.00215246 0.00476749 0.0036123 0.00255602
internal_count=3121 2618 2272 1835 1689 1557 200 1357 955 764
is_linear=0
shrinkage=0.00196078


Tree=3464
num_leaves=12
num_cat=0
split_feature=484 41 3 13 3 133 133 0 1 49 2
split_gain=0.000179039 0.000103686 0.0001511 0.000131323 0.000104047 8.83856e-05 7.9982e-05 0.000184897 0.000130077 0.000111881 0.000105167
threshold=-0.0068949999999999992 0.075585000000000013 -0.10519499999999998 0.14871000000000004 -0.084074999999999997 0.083950000000000011 -0.085499999999999979 -0.10096999999999999 0.10508500000000001 -0.069799999999999987 0.11215000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 -4 6 -6 9 -9 -8 -11
right_child=1 -3 4 -5 5 -7 7 8 -10 10 -12
leaf_value=-0.00078078919582246842 0.001045230816333889 -0.00052818196367743165 -0.00055090569480990392 7.4995158900892467e-05 0.0004596941622965535 0.00048671512176085561 -0.00040373857074013593 -0.0010189275517612617 -8.727718507908949e-05 0.00061777713565064145 -0.00012947621210682687
leaf_weight=0.0010659905709663664 0.0011121331645752236 0.0010840596512296944 0.0011471709581950184 0.0010359624751202084 0.0011607981850519887 0.0016486599918585235 0.0010519289738688542 0.0011312764088974962 0.0011742210761902065 0.0019253097822539188 0.001160610569970584
leaf_count=503 159 146 587 94 278 522 68 389 160 117 98
internal_value=0 5.36137e-05 0.000103877 0.000577315 6.08868e-06 7.51453e-05 -1.40874e-05 -9.94413e-05 -0.000544425 0.000148492 0.000336736
internal_weight=0 0.0136321 0.0125481 0.0021481 0.0104 0.0092528 0.00760414 0.00644335 0.0023055 0.00413785 0.00308592
internal_count=3121 2618 2472 253 2219 1632 1110 832 549 283 215
is_linear=0
shrinkage=0.00196078


Tree=3465
num_leaves=12
num_cat=0
split_feature=484 4 12 12 42 3 15 3 1 4 1
split_gain=0.00012832 8.17345e-05 5.7369e-05 8.13839e-05 9.58067e-05 6.36382e-05 0.000158126 0.000183462 9.16574e-05 0.000163755 8.09331e-05
threshold=-0.0068949999999999992 0.27044500000000005 0.10711000000000002 0.097825000000000009 0.092395000000000019 -0.10831999999999999 0.090455000000000021 -0.077774999999999983 0.094385000000000011 0.056795000000000005 0.086560000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 -2 7 -7 10 -10 -9
right_child=1 -3 -4 -5 -6 6 -8 8 9 -11 -12
leaf_value=-0.00067265617883797795 0.00047177465848544553 0.00044061196817319888 -0.00044906846408424819 0.00051896480422277021 -0.000596255271872686 -0.00092237230379090484 0.00062057510829253743 8.0875229025476861e-05 0.00077557379518805873 -0.00026730988118203714 -0.00061057295318900904
leaf_weight=0.0010295924672488856 0.0011276069395960786 0.0017509665160964629 0.0010586175962066244 0.0011628358535563437 0.0010264346302541168 0.0010089676261997374 0.0011970603318961354 0.001331542108419694 0.0012151618430286081 0.0011055129061290359 0.0012730823295719063
leaf_count=503 147 346 196 199 301 814 187 136 188 37 67
internal_value=0 4.59405e-05 -1.41157e-05 2.99539e-05 -3.12865e-05 3.89288e-05 -2.95128e-05 -0.000160649 -4.60636e-06 0.000278769 -0.000257089
internal_weight=0 0.0132578 0.0115068 0.0104482 0.00928537 0.00825893 0.00713133 0.00593427 0.0049253 0.00232067 0.00260462
internal_count=3121 2618 2272 2076 1877 1576 1429 1242 428 225 203
is_linear=0
shrinkage=0.00196078


Tree=3466
num_leaves=12
num_cat=0
split_feature=484 4 39 3 12 3 51 2 12 3 52
split_gain=0.000147253 0.000106402 5.43522e-05 7.97925e-05 6.61893e-05 8.80795e-05 8.65742e-05 7.35105e-05 0.000133917 0.000103124 0.00012904
threshold=-0.0068949999999999992 0.27044500000000005 0.094675000000000009 0.14121000000000003 0.092355000000000007 -0.088084999999999983 0.087505000000000013 0.088225000000000012 0.081420000000000006 -0.0087149999999999988 0.090245000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 6 -6 7 8 -2 10 -9
right_child=1 -3 -4 -5 5 -7 -8 9 -10 -11 -12
leaf_value=-0.00071553638173275425 0.00029413915278756093 0.00049717043419450946 -0.00045259552304305106 0.00049432552834867741 4.7471975684844441e-05 -0.00075682864709193025 -0.00045062133547698718 0.00094014196365523202 -0.00057638851103006174 -0.00018448857158913967 3.628246004525115e-05
leaf_weight=0.0010478446899113035 0.0014882932272829216 0.0017594425921224717 0.0010191863614618388 0.001215327864869665 0.0010673320940984138 0.0010273391917006028 0.0011347965937465593 0.001388883000460403 0.0012500670435679753 0.001067469465626969 0.0010790938889990009
leaf_count=503 122 346 84 79 199 498 163 210 693 105 119
internal_value=0 4.75076e-05 -1.98949e-05 2.12488e-05 -3.92507e-05 -0.000347 4.77608e-05 0.000137907 -0.000103258 0.000324701 0.00054494
internal_weight=0 0.0134972 0.0117378 0.0107186 0.00950327 0.00209467 0.0074086 0.00627381 0.00273836 0.00353545 0.00246798
internal_count=3121 2618 2272 2188 2109 697 1412 1249 815 434 329
is_linear=0
shrinkage=0.00196078


Tree=3467
num_leaves=12
num_cat=0
split_feature=484 4 12 12 42 3 15 3 4 1 0
split_gain=0.000113011 0.00010032 7.03631e-05 7.06821e-05 9.07725e-05 6.64094e-05 0.000135388 0.000181812 8.5336e-05 0.000197116 3.76704e-05
threshold=-0.0068949999999999992 0.27044500000000005 0.10711000000000002 0.097825000000000009 0.092395000000000019 -0.10831999999999999 0.090455000000000021 -0.077774999999999983 0.033845000000000007 0.091785000000000019 -0.10324499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 -2 7 -7 9 -9 -10
right_child=1 -3 -4 -5 -6 6 -8 8 10 -11 -12
leaf_value=-0.00064557576338273139 0.00046818995895411971 0.00046173323223926615 -0.00051338288742746663 0.0004658871935921317 -0.00059161052116679723 -0.00092667009387422457 0.00055881523036592322 -0.000204113413365323 -0.00059123586017338972 0.0008429940820923362 -5.4515437036907032e-05
leaf_weight=0.0010245538539981848 0.0011176832866552988 0.0017925612237667332 0.0010799012416034389 0.0011728269752253251 0.0010373732982059672 0.0010056440331620113 0.0011858494206811124 0.0017775989670640998 0.0010032472752681265 0.0011309398881652489 0.0010078176551120421
leaf_count=503 147 346 196 199 301 814 187 137 52 196 43
internal_value=0 3.0235e-05 -3.69145e-05 1.23756e-05 -4.50258e-05 2.38802e-05 -4.5954e-05 -0.000166989 -1.16988e-05 0.000203038 -0.000322266
internal_weight=0 0.0133114 0.0115189 0.010439 0.00926615 0.00822878 0.0071111 0.00592525 0.0049196 0.00290854 0.00201106
internal_count=3121 2618 2272 2076 1877 1576 1429 1242 428 333 95
is_linear=0
shrinkage=0.00196078


Tree=3468
num_leaves=12
num_cat=0
split_feature=484 4 12 39 13 43 3 0 48 16 12
split_gain=0.000122728 6.05172e-05 6.4747e-05 7.08775e-05 0.000106439 9.27927e-05 0.000241378 0.000171823 0.000161822 0.000140413 0.00011578
threshold=-0.0068949999999999992 0.27044500000000005 0.10711000000000002 0.094675000000000009 -0.117405 -0.074359999999999996 -0.077774999999999983 -0.10011499999999998 0.086260000000000017 -0.083134999999999987 0.09141500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 6 10 8 -7 -9 -6
right_child=1 -3 -4 -5 5 7 -8 9 -10 -11 -12
leaf_value=-0.00064960549557857583 0.00063226476054827573 0.00037915525934176594 -0.00046206357452848731 -0.00045533662343625919 -0.00057930068793356204 0.00049902721754258982 0.0010394493091914858 -8.2737614946596538e-05 -0.00044408648153551069 -0.0010759429148701001 0.00032096337555664731
leaf_weight=0.0010530578964166792 0.0012234729263101039 0.0018088799947023277 0.0010866087398523029 0.0010052708573567168 0.0010259675526730246 0.0019147509266271858 0.0010642005320372983 0.0011223989501935449 0.0011020555738174842 0.001067974377369871 0.0011819730192698386
leaf_count=503 126 346 196 70 386 117 183 343 56 628 167
internal_value=0 4.52055e-05 -6.01038e-06 4.02679e-05 9.16157e-05 1.3606e-05 0.000272363 -0.000148994 0.000154503 -0.000567001 -9.73639e-05
internal_weight=0 0.0136036 0.0117947 0.0107081 0.00970279 0.00847932 0.00327214 0.00520718 0.00301681 0.00219037 0.00220794
internal_count=3121 2618 2272 2076 2006 1880 736 1144 173 971 553
is_linear=0
shrinkage=0.00196078


Tree=3469
num_leaves=12
num_cat=0
split_feature=484 47 15 15 52 13 15 49 16 16 43
split_gain=0.000133909 0.000100128 0.000105418 0.000107902 9.79372e-05 0.000147818 0.000131522 0.000111861 0.000138414 6.94682e-05 6.25315e-05
threshold=-0.0068949999999999992 0.13148500000000005 -0.10653 -0.095869999999999983 0.11434500000000002 -0.095304999999999987 0.088655000000000025 -0.066894999999999982 -0.071854999999999988 -0.27167499999999994 -0.085254999999999984
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 9 -4 5 -5 7 -7 -9 -2 -10
right_child=1 -3 3 4 -6 6 -8 8 10 -11 -12
leaf_value=-0.00068316525176251178 0.00012910363767694235 -0.00053754591336616943 -0.00056182331914214428 0.00062926711389687401 -0.00046016345453625974 -0.00038747768259878116 -0.00054480603710348977 0.00084815993155264266 0.00039263505011580919 0.00080571956308308557 -0.00024764590825800278
leaf_weight=0.0010411720240718703 0.0011548356036041019 0.0010423692066746362 0.0011319347533390528 0.0019289096172795403 0.0011298486283091358 0.0011080434233564414 0.0013070257070559813 0.0012638005368892651 0.0010779495652869535 0.0011789864872688012 0.0012861028616692311
leaf_count=503 222 55 94 156 297 172 404 460 150 215 393
internal_value=0 4.64277e-05 9.48637e-05 9.10402e-06 8.01077e-05 0.00015668 5.82997e-06 0.000157796 0.000324337 0.000470912 4.43064e-05
internal_weight=0 0.0136098 0.0125674 0.0102336 0.00910168 0.00797183 0.00604292 0.0047359 0.00362785 0.00233382 0.00236405
internal_count=3121 2618 2563 2126 2032 1735 1579 1175 1003 437 543
is_linear=0
shrinkage=0.00196078


Tree=3470
num_leaves=11
num_cat=0
split_feature=484 4 16 2 48 15 3 16 0 3
split_gain=0.000152041 0.000108351 6.73672e-05 0.000121538 7.81287e-05 9.61682e-05 0.000135111 0.000108151 0.000110217 4.26771e-05
threshold=-0.0068949999999999992 0.27044500000000005 -0.092484999999999984 0.092755000000000018 0.084855000000000014 -0.016799999999999995 0.10542000000000001 0.15891500000000003 -0.077999999999999986 -0.059315
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 9 5 -4 7 8 -7 -2
right_child=1 -3 4 -5 -6 6 -8 -9 -10 -11
leaf_value=-0.0007152093804926173 -0.0002225795486746208 0.00048757296059415297 -0.00045110521524552262 -0.00067562592739069561 0.00042679446116239471 -0.00026156095740506163 0.00067724584584259349 -0.00062609391617236821 0.00054929993484744853 0.00031137058024743338
leaf_weight=0.0010830512376434542 0.0011502764812894029 0.00186299443041425 0.0015462086982785455 0.0014801337869799047 0.0019066643772196606 0.0013266512976413468 0.0012117352617799781 0.0010041515005688173 0.0012533915820947031 0.0011517656785814045
leaf_count=503 206 346 349 143 324 693 52 123 325 57
internal_value=0 4.75469e-05 -2.05911e-05 -0.000237276 7.87615e-05 -2.58691e-05 0.000111227 -8.01311e-05 0.000132357 4.45682e-05
internal_weight=0 0.013894 0.012031 0.00378218 0.0082488 0.00634214 0.00479593 0.00358419 0.00258004 0.00230204
internal_count=3121 2618 2272 406 1866 1542 1193 1141 1018 263
is_linear=0
shrinkage=0.00196078


Tree=3471
num_leaves=9
num_cat=0
split_feature=42 0 4 12 160 151 1 1
split_gain=2.7507e-05 4.40423e-05 8.42823e-05 7.17623e-05 6.45533e-05 0.000112296 0.000134664 2.04618e-06
threshold=-1.0000000180025095e-35 -0.061629999999999997 -0.27825499999999997 0.092355000000000007 -1.0000000180025095e-35 -0.0083949999999999979 0.094385000000000011 0.090740000000000015
decision_type=2 2 2 2 2 2 2 2
left_child=7 3 -3 4 -2 -6 -7 -1
right_child=1 2 -4 -5 5 6 -8 -9
leaf_value=-0.013990249351489296 -0.017415418754018107 -0.0024106375375314223 0.031299861938724409 -0.02599634332188086 -0.018633884495200061 -0.00036213355446708991 0.040500641986137217 -0.0075989693044319802
leaf_weight=0.0010005187738900282 0.0013158413270534883 0.0017214564443825964 0.0013030667474612278 0.0010828565863323109 0.0011831353845686179 0.0018664790568793477 0.0014200859588153699 0.0010031659452034644
leaf_count=708 579 227 267 394 221 404 167 154
internal_value=0 0.00205822 0.012113 -0.00236943 0.00205273 0.00778398 0.0172942 -0.0107904
internal_weight=0 0.00989292 0.00302452 0.0068684 0.00578554 0.0044697 0.00328657 0.00200368
internal_count=3121 2259 494 1765 1371 792 571 862
is_linear=0
shrinkage=0.1


Tree=3472
num_leaves=9
num_cat=0
split_feature=50 4 2 3 13 52 43 3
split_gain=2.49424e-05 5.12289e-05 5.26108e-05 9.51668e-05 6.63067e-05 0.000128853 5.74853e-05 5.02449e-05
threshold=0.088425000000000017 0.40473500000000007 0.11389000000000002 0.10542000000000001 -0.086589999999999986 -0.0064899999999999992 -0.073959999999999984 -0.08824499999999999
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 6 -6 -7
right_child=-2 -3 -4 -5 5 7 -8 -9
leaf_value=-0.023870004012709625 -0.013860418020404112 0.021726580588828513 -0.02029150333512 0.025437769008131023 0.00041927690618527753 -0.00036829630941236959 -0.032021806755798958 0.024043131108113625
leaf_weight=0.0012417644939609791 0.0011841501489376115 0.0011144177373308877 0.0012236525084712612 0.0014254422876973094 0.0010027944306556557 0.0014627259260070798 0.0011996796921437914 0.0019905636982389101
leaf_count=365 560 279 254 71 416 277 299 600
internal_value=0 0.00143767 -0.000930737 0.0019157 -0.00294536 0.0016488 -0.0172513 0.0137031
internal_weight=0 0.010661 0.00954662 0.00832297 0.00689753 0.00565576 0.00220247 0.00345329
internal_count=3121 2561 2282 2028 1957 1592 715 877
is_linear=0
shrinkage=0.1


Tree=3473
num_leaves=9
num_cat=0
split_feature=42 49 151 3 42 4 1 0
split_gain=2.69708e-05 3.79464e-05 7.80346e-05 7.4624e-05 7.00461e-05 5.97828e-05 7.29152e-05 2.7852e-05
threshold=-1.0000000180025095e-35 -0.047584999999999995 -0.033849999999999991 0.076840000000000006 0.091545000000000015 0.25615500000000008 0.088485000000000022 -0.038659999999999993
decision_type=2 2 2 2 2 2 2 2
left_child=-1 3 -3 -2 5 6 7 -4
right_child=1 2 4 -5 -6 -7 -8 -9
leaf_value=-0.010680759877890659 0.032342206777687482 -0.027078382558505854 0.023927149434935104 -0.0041103463695782612 -0.017406021538574783 0.028950182087684209 -0.014016103244074769 0.0026734282567684236
leaf_weight=0.0019952395927895121 0.001085089595838998 0.001017723849041116 0.0012343407812502763 0.001164060533969058 0.0013704972112527636 0.0010798361302300462 0.0016163889494780334 0.0012319648649999951
leaf_count=862 248 272 521 112 590 157 277 82
internal_value=0 0.00207452 -0.00132165 0.013476 0.00269077 0.00802587 0.00249158 0.0133105
internal_weight=0 0.0097999 0.00755075 0.00224915 0.00653303 0.00516253 0.00408269 0.00246631
internal_count=3121 2259 1899 360 1627 1037 880 603
is_linear=0
shrinkage=0.1


Tree=3474
num_leaves=9
num_cat=0
split_feature=0 1 15 2 12 47 151 4
split_gain=2.42115e-05 6.20519e-05 8.34184e-05 3.99481e-05 5.57368e-05 5.48625e-05 7.43211e-05 4.94865e-05
threshold=0.041630000000000007 0.077565000000000009 0.088235000000000022 0.11548000000000001 0.10097500000000002 0.096175000000000024 -0.024429999999999997 0.0061450000000000003
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 6 -3 -8
right_child=-2 3 -4 -5 -6 -7 7 -9
leaf_value=-0.036960027501423701 0.010007392680036992 0.022072498977917781 0.0014296778422475996 0.016748389620883136 0.019377498413564717 -0.026774337708334359 -0.02169046081728316 0.004643742505211928
leaf_weight=0.001066864975032996 0.0019809786487229976 0.0010592841834411865 0.0012056983930592048 0.0015195414063619876 0.0010610320442777862 0.0010019645540201606 0.0014737344497731616 0.001383463227803902
leaf_count=1160 252 164 394 294 119 136 460 142
internal_value=0 -0.00211685 -0.0165925 0.00226998 -0.00140937 -0.00589361 -0.000551639 -0.00893936
internal_weight=0 0.00977158 0.00227256 0.00749902 0.00597948 0.00491845 0.00391648 0.0028572
internal_count=3121 2869 1554 1315 1021 902 766 602
is_linear=0
shrinkage=0.1


Tree=3475
num_leaves=12
num_cat=0
split_feature=484 133 42 52 52 49 15 1 42 1 0
split_gain=0.000129738 7.07255e-05 9.77401e-05 0.000116356 0.000182561 0.00016835 0.000120157 0.000120858 9.36222e-05 6.17969e-05 5.08385e-05
threshold=-0.0068949999999999992 0.10722500000000001 -1.0000000180025095e-35 0.077655000000000016 0.11434500000000002 -0.047584999999999995 -0.15914499999999995 0.11061500000000002 0.081660000000000024 0.091785000000000019 -0.14723999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 5 -5 10 -7 8 9 -8 -4
right_child=1 -3 3 4 -6 6 7 -9 -10 -11 -12
leaf_value=-0.00067009730830823596 -0.00031142150600897104 -0.00043425470675803753 0.00021362402975016458 0.0010080692266564767 -2.1363403139700516e-06 0.00045118462026971291 -0.00018042335615216302 -0.0008194758393404002 -0.00054975076976330811 0.00048324064464034432 0.00083510296182346983
leaf_weight=0.001043409243726646 0.0019569707190251829 0.0010752873621794673 0.0010127072331719 0.0013997937483622713 0.001352144165324606 0.0010746705770520951 0.001076463582919694 0.0011726433630489946 0.0011046886830950696 0.00108123917585079 0.0010115208807259047
leaf_count=503 667 364 70 181 280 173 101 96 338 135 213
internal_value=0 4.78873e-05 9.02338e-05 0.000166652 0.000511712 4.0611e-05 -0.000137049 -0.000279587 -8.55274e-05 0.000152143 0.000524181
internal_weight=0 0.0133181 0.0122428 0.0102859 0.00275194 0.00753393 0.00550971 0.00443503 0.00326239 0.0021577 0.00202423
internal_count=3121 2618 2254 1587 461 1126 843 670 574 236 283
is_linear=0
shrinkage=0.00196078


Tree=3476
num_leaves=11
num_cat=0
split_feature=484 4 12 0 0 16 150 16 3 403
split_gain=8.72307e-05 8.3465e-05 7.20714e-05 6.40292e-05 7.24522e-05 0.000135217 7.40956e-05 0.000114746 0.000116186 8.00679e-05
threshold=-1.0000000180025095e-35 0.27044500000000005 0.10711000000000002 0.041630000000000007 -0.053834999999999994 0.0065250000000000004 0.086135000000000017 -0.056919999999999991 -1.0000000180025095e-35 0.017340000000000005
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 6 7 8 9 -2
right_child=1 -3 -4 -5 -6 -7 -8 -9 -10 -11
leaf_value=-0.00053947333055732441 -0.00038630659300006154 0.00043967429896007336 -0.00051971188013998808 0.00034996918773078773 -0.00046490671239822305 0.00065408366793476128 -0.00052033540028664587 -0.00055024333081912498 0.00066892872280319593 0.00034363313436474826
leaf_weight=0.0010906570191932486 0.0013257316630163321 0.0017237707324200694 0.0010236111615471591 0.0019079801827489315 0.0013453732212023199 0.0011267118956740547 0.001207799520821104 0.0010369094661469439 0.0012645286619807879 0.0010240276289469608
leaf_count=515 714 346 195 183 134 259 180 343 55 197
internal_value=0 3.78669e-05 -2.36303e-05 2.59635e-05 -4.82401e-05 3.20055e-05 -8.7623e-05 2.47416e-05 0.0001897 -6.81981e-05
internal_weight=0 0.0129864 0.0112627 0.0102391 0.00833108 0.00698571 0.005859 0.0046512 0.00361429 0.00234976
internal_count=3121 2606 2260 2065 1882 1748 1489 1309 966 911
is_linear=0
shrinkage=0.00196078


Tree=3477
num_leaves=10
num_cat=0
split_feature=11 0 13 0 52 4 48 3 16
split_gain=2.4936e-05 4.06452e-05 7.99975e-05 7.42226e-05 6.77928e-05 5.79427e-05 0.000150466 4.67161e-05 4.67118e-05
threshold=0.079915000000000014 -0.019414999999999998 -0.011289999999999998 -0.099059999999999995 0.024145000000000003 0.25615500000000008 0.086035000000000014 -0.078934999999999991 -0.088909999999999989
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 7 5 -3 6 -4 -1 -9
right_child=-2 4 3 -5 -6 -7 -8 8 -10
leaf_value=-0.0070829253021712658 -0.014927076303361556 0.032018454887612548 0.026227488391071654 -0.028739013063881099 -0.002046337662894256 -0.022239844893052238 -0.023842403320825618 0.0046263500660299771 0.033166882635852823
leaf_weight=0.0010957196178522062 0.0010316842941098586 0.0010412110084944345 0.0014949832938955243 0.0014823380736830906 0.0013310591013303919 0.0010118349512789771 0.0010027561339147617 0.0012237126779181308 0.0010791937806982376
leaf_count=966 199 181 121 656 88 81 76 275 478
internal_value=0 0.00134776 -0.00191984 -0.00997663 0.012905 -0.00205196 0.00612616 0.00991398 0.0180011
internal_weight=0 0.0107628 0.00839054 0.00499191 0.00237227 0.00350957 0.00249774 0.00339863 0.00230291
internal_count=3121 2922 2653 934 269 278 197 1719 753
is_linear=0
shrinkage=0.1


Tree=3478
num_leaves=10
num_cat=0
split_feature=15 15 3 3 11 4 3 1 3
split_gain=2.30847e-05 4.82968e-05 4.84917e-05 0.00014177 5.78576e-05 3.68283e-05 9.70134e-05 9.27703e-05 6.08705e-05
threshold=0.091915000000000011 0.088235000000000022 -0.10519499999999998 -0.049509999999999992 0.078340000000000007 0.033845000000000007 0.11296500000000002 0.09253500000000002 0.092670000000000016
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 4 -4 -1 7 -7 8 -5
right_child=-2 -3 3 5 -6 6 -8 -9 -10
leaf_value=0.025599145557015951 -0.013611586069330437 0.021473082414411974 -0.033496893270665573 -0.020277504334396249 -0.0060254043618706201 0.010647042928317023 -0.027336806262271741 0.033989073063180122 0.014275974532753314
leaf_weight=0.0013071292801712297 0.0011365066900876864 0.0010754369497579736 0.0014011946008491982 0.0010121032862385653 0.0010378394951305325 0.0014873554845452053 0.0012272129138294653 0.0010263983622070469 0.0010273210657359977
leaf_count=164 486 233 1302 105 175 233 139 224 60
internal_value=0 0.00138488 -0.000882839 -0.00495968 0.0116027 0.00195787 -0.00652485 0.00946872 -0.00287185
internal_weight=0 0.010602 0.00952655 0.00718159 0.00234497 0.00578039 0.00271457 0.00306582 0.00203942
internal_count=3121 2635 2402 2063 339 761 372 389 165
is_linear=0
shrinkage=0.1


Tree=3479
num_leaves=12
num_cat=0
split_feature=484 4 4 48 15 52 4 0 52 2 12
split_gain=0.000114642 8.60542e-05 8.21136e-05 0.000123024 0.000119374 0.000109178 9.13937e-05 8.85941e-05 8.3254e-05 5.38119e-05 4.39523e-05
threshold=-0.0068949999999999992 0.27044500000000005 0.033845000000000007 0.092475000000000016 0.088655000000000025 -0.088204999999999992 -0.084369999999999987 -0.10224499999999999 -0.0064899999999999992 0.090175000000000019 0.086305000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 -2 10 9 -8 -4 -7
right_child=1 -3 7 -5 -6 6 8 -9 -10 -11 -12
leaf_value=-0.00064222142575383258 -0.0004468818051265499 0.00043752008307338796 -0.00022867076483105265 0.0006490760799227551 -0.00063582563964042929 0.00023867973909728714 0.00010757672170798637 4.3184650038492406e-05 0.00086216681588954043 -0.00086052549302137145 -0.00032996705950062266
leaf_weight=0.0010360437108626894 0.0011264005260357424 0.0017709926722451448 0.0010681701230609297 0.0012754753482135464 0.0010117748166082775 0.001004540600229318 0.0010502498583071073 0.0019994268940699573 0.0012095273348070169 0.0010064913957220905 0.0010892210193984807
leaf_count=503 351 346 55 196 525 135 212 183 366 75 174
internal_value=0 3.43934e-05 -2.58986e-05 9.23569e-05 -1.70259e-05 9.72247e-05 0.000238003 -0.000251351 0.000511465 -0.000535206 -5.71429e-05
internal_weight=0 0.0136123 0.0118413 0.00776719 0.00649171 0.00547994 0.00435354 0.00407409 0.00225978 0.00207466 0.00209376
internal_count=3121 2618 2272 1959 1763 1238 887 313 578 130 309
is_linear=0
shrinkage=0.00196078


Tree=3480
num_leaves=11
num_cat=0
split_feature=484 4 133 133 15 52 0 47 48 16
split_gain=0.000154933 7.7843e-05 5.98055e-05 0.000165884 0.000109199 0.000139203 0.000189647 0.000284282 0.000163061 8.97398e-05
threshold=-0.0068949999999999992 0.27044500000000005 0.10722500000000001 0.083950000000000011 0.024640000000000006 0.096795000000000006 -0.12333499999999999 0.09550500000000002 0.086425000000000016 -0.091114999999999988
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 6 8 -8 -2 -6
right_child=1 -3 -4 -5 9 -7 7 -9 -10 -11
leaf_value=-0.00074565117587411546 0.00094213780119195459 0.00043253376188468406 -0.0004538420704047887 0.00063873832046412683 -7.8726640615325277e-05 0.00061353793111561922 -0.00091784572432937949 0.00026358751381226831 -0.00013874623963078549 -0.0008599537576866736
leaf_weight=0.001025850633652855 0.0010005641307363525 0.0017346506120054462 0.0010729456887099706 0.0014873895084995892 0.0012242153972976122 0.0013766213479881103 0.0017565297957337499 0.0014129278459916669 0.0011572135481577872 0.0010503356433492501
leaf_count=503 72 346 345 369 162 134 441 101 73 575
internal_value=0 4.52565e-05 -1.29639e-05 3.22346e-05 -6.82406e-05 5.7717e-05 -8.59138e-05 -0.000391169 0.000362461 -0.000439479
internal_weight=0 0.0132734 0.0115387 0.0104658 0.00897841 0.00670386 0.00532724 0.00316946 0.00215778 0.00227455
internal_count=3121 2618 2272 1927 1558 821 687 542 145 737
is_linear=0
shrinkage=0.00196078


Tree=3481
num_leaves=11
num_cat=0
split_feature=484 4 133 133 15 13 16 52 0 47
split_gain=0.000127103 9.34961e-05 6.54574e-05 0.000150398 9.24269e-05 0.000133329 0.000124849 0.000193432 0.000200514 0.000200283
threshold=-0.0068949999999999992 0.27044500000000005 0.10722500000000001 0.083950000000000011 0.024640000000000006 -0.012549999999999997 -0.18708499999999997 0.096795000000000006 -0.11991499999999998 0.09550500000000002
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 6 -6 -2 8 -8 -10
right_child=1 -3 -4 -5 5 -7 7 -9 9 -11
leaf_value=-0.0006695545259140604 -0.00057357997684293473 0.00045884260891418605 -0.00048080320105558404 0.00058993077019537483 1.851909675048289e-06 -0.00094001614848738711 0.0004566960265588109 0.00084705682404475691 -0.00077566211279735055 0.00031136775123743831
leaf_weight=0.0010476761757616327 0.0010728834709071182 0.0017755770813254875 0.0010925977101116568 0.0015423783286922692 0.0013304351288834591 0.0010214935702837317 0.0019373442172270251 0.0012258498140820372 0.0017267461588007212 0.0010466582125565893
leaf_count=503 59 346 345 369 394 343 125 122 429 86
internal_value=0 3.89056e-05 -2.32489e-05 2.25996e-05 -7.08734e-05 -0.000407222 4.19833e-05 0.00015323 -2.73202e-05 -0.000365427
internal_weight=0 0.013772 0.0119964 0.0109038 0.00936141 0.00235193 0.00700948 0.0059366 0.00471075 0.0027734
internal_count=3121 2618 2272 1927 1558 737 821 762 640 515
is_linear=0
shrinkage=0.00196078


Tree=3482
num_leaves=10
num_cat=0
split_feature=484 4 12 0 0 16 150 13 4
split_gain=0.000138735 0.000108658 6.89444e-05 6.54814e-05 0.000104672 9.65254e-05 7.68533e-05 9.89818e-05 0.000152049
threshold=-0.0068949999999999992 0.27044500000000005 0.10711000000000002 0.041630000000000007 -0.053834999999999994 0.0065250000000000004 0.086135000000000017 -0.086589999999999986 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 6 7 -2 -9
right_child=1 -3 -4 -5 -6 -7 -8 8 -10
leaf_value=-0.00070190308297180134 -0.00036993833993068949 0.00049695300432331879 -0.0005006510930339735 0.0003516772589290124 -0.00054812759566927013 0.00055942831249628303 -0.00048958744787994351 0.00062853573404713856 -0.00019663432974978312
leaf_weight=0.0010285347201201235 0.0014688617534036287 0.0017769869490911134 0.0010587053401559408 0.0019211914964764052 0.0013590957451684238 0.0011745517938767502 0.0012426863655325485 0.0018139699006589497 0.0016299892374857855
leaf_count=503 306 346 196 184 134 262 180 827 183
internal_value=0 4.52652e-05 -2.35188e-05 2.40897e-05 -4.83406e-05 4.43269e-05 -5.39612e-05 5.62294e-05 0.000237992
internal_weight=0 0.013446 0.0116691 0.0106103 0.00868915 0.00733006 0.00615551 0.00491282 0.00344396
internal_count=3121 2618 2272 2076 1892 1758 1496 1316 1010
is_linear=0
shrinkage=0.00196078


Tree=3483
num_leaves=9
num_cat=0
split_feature=4 1 12 52 47 12 3 49
split_gain=2.56415e-05 5.6664e-05 3.7651e-05 4.62568e-05 6.13226e-05 5.97402e-05 9.89729e-05 0.000101351
threshold=0.24564500000000003 0.111945 0.10124000000000001 -0.12005499999999998 0.087235000000000021 0.089735000000000023 -0.078934999999999991 -0.006494999999999999
decision_type=2 2 2 2 2 2 2 2
left_child=2 -2 3 -1 5 6 -5 -8
right_child=1 -3 -4 4 -6 -7 7 -9
leaf_value=-0.019598168793923346 -0.0062207196811378549 0.024544025747456247 -0.019454013887391122 -0.021862678838098101 -0.018109867751588401 0.022209023024769629 -0.0082296214198216665 0.028867049275032149
leaf_weight=0.0010614112196326965 0.0011983113209485113 0.0011964401179272331 0.0011427281220575134 0.0013621587085548377 0.0011804397978658517 0.0017793756679713975 0.001440878382710023 0.0015064925141758346
leaf_count=419 150 276 343 848 186 534 164 201
internal_value=0 0.00914963 -0.00243227 -9.74051e-05 0.00274994 0.00679397 0.000429205 0.0107316
internal_weight=0 0.00239475 0.00947348 0.00833076 0.00726935 0.00608891 0.00430953 0.00294737
internal_count=3121 426 2695 2352 1933 1747 1213 365
is_linear=0
shrinkage=0.1


Tree=3484
num_leaves=11
num_cat=0
split_feature=484 15 133 133 3 0 52 13 0 16
split_gain=0.000149001 0.000105262 0.000105698 0.000121661 0.00012568 9.5542e-05 0.000145282 0.000100427 0.000135878 6.48541e-05
threshold=-0.0068949999999999992 -0.10653 0.10722500000000001 0.083950000000000011 -0.11255999999999998 -0.053834999999999994 -0.081429999999999989 -0.014169999999999999 -0.10224499999999999 -0.36241499999999999
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 9 3 4 -3 6 -6 -8 -9 -2
right_child=1 2 -4 -5 5 -7 7 8 -10 -11
leaf_value=-0.00071319572569152046 3.2832170346155218e-05 0.00039207975432421858 -0.00061778090427580003 0.00054685120076374992 0.00052024650445890806 -0.00058030092572898323 -0.00068658451772033086 -0.00038123897981911104 0.00050095775281029816 0.00066585838925668881
leaf_weight=0.0010650998627046064 0.0010552803276814634 0.0018804366830011522 0.0010760541440474379 0.0014879406626710284 0.0013038226574696773 0.0017199278360308023 0.0012798816437978229 0.0016527530406753588 0.0011302916317634088 0.0015163076926273942
leaf_count=503 213 209 322 347 194 182 478 95 342 236
internal_value=0 4.73748e-05 -3.26232e-05 2.76024e-05 -5.85582e-05 -0.000178134 -4.92483e-05 -0.000232003 -2.29481e-05 0.000406089
internal_weight=0 0.0141027 0.0115311 0.0104551 0.00896711 0.00708668 0.00536675 0.00406293 0.00278304 0.00257159
internal_count=3121 2618 2169 1847 1500 1291 1109 915 437 449
is_linear=0
shrinkage=0.00196078


Tree=3485
num_leaves=10
num_cat=0
split_feature=1 12 2 16 51 43 48 52 0
split_gain=2.76556e-05 5.72002e-05 5.551e-05 7.26196e-05 6.0108e-05 5.43945e-05 0.000117259 3.88156e-05 3.12151e-05
threshold=0.12500000000000003 0.10711000000000002 0.088225000000000012 -0.088394999999999987 0.08955500000000001 0.016310000000000002 0.016865000000000002 0.08976000000000002 -0.084269999999999984
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 6 7 -4 -5
right_child=-2 -3 4 8 -6 -7 -8 -9 -10
leaf_value=-0.031613435620348185 0.012286150528250765 -0.023908814783709775 -0.023112663848719617 -0.012313445809764983 -0.016138514494410332 0.027826251921552275 0.027075361154664704 0.0029690679340104538 0.011855611751282868
leaf_weight=0.0010524014411729061 0.0015676103279831091 0.0010656051367583718 0.0011028739306613482 0.0010111412842061026 0.0010049372186549258 0.0013494407998826848 0.0014071361180167108 0.0011822970815992843 0.0011333132189879122
leaf_count=343 279 232 476 447 203 169 207 200 565
internal_value=0 -0.00197024 0.000558859 -0.0100988 0.00619354 0.0106448 0.00436548 -0.00961855 0.000459552
internal_weight=0 0.0103091 0.00924354 0.00319686 0.00604669 0.00504175 0.00369231 0.00228517 0.00214445
internal_count=3121 2842 2610 1355 1255 1052 883 676 1012
is_linear=0
shrinkage=0.1


Tree=3486
num_leaves=9
num_cat=0
split_feature=1 15 16 52 151 4 15 13
split_gain=2.59456e-05 7.15963e-05 6.08015e-05 4.37883e-05 8.1089e-05 6.14122e-05 5.73105e-05 6.55739e-05
threshold=0.104035 -0.016799999999999995 -0.071854999999999988 -0.088204999999999992 -0.0071249999999999985 -0.0029599999999999995 0.084050000000000014 -0.07743499999999999
decision_type=2 2 2 2 2 2 2 2
left_child=3 2 -2 -1 -5 6 7 -6
right_child=1 -3 -4 4 5 -7 -8 -9
leaf_value=-0.022561263230275522 0.010619448437484719 0.027260215972234388 -0.016541770728353743 0.021952400660279054 0.029448846997108494 -0.021703760975678561 -0.015683305639623835 -0.0060054192510828218
leaf_weight=0.0010585261692181297 0.0018387171957695825 0.0011632806892634493 0.0014936803088253753 0.0012736593001931454 0.0010419740911819285 0.0017070764549009182 0.0012062410471791254 0.0010446993660582424
leaf_count=511 324 154 213 258 148 424 900 189
internal_value=0 0.00590107 -0.00155502 -0.00374767 -0.00057333 -0.00631136 0.0016682 0.0116986
internal_weight=0 0.00449568 0.0033324 0.00733218 0.00627365 0.00499999 0.00329291 0.00208667
internal_count=3121 691 537 2430 1919 1661 1237 337
is_linear=0
shrinkage=0.1


Tree=3487
num_leaves=11
num_cat=0
split_feature=484 4 12 12 42 47 133 0 12 16
split_gain=0.000142202 9.50255e-05 6.55263e-05 7.00612e-05 8.33606e-05 6.50452e-05 8.81855e-05 0.000146621 0.00023363 0.000140392
threshold=-0.0068949999999999992 0.27044500000000005 0.10711000000000002 0.097825000000000009 0.092395000000000019 0.09550500000000002 0.083950000000000011 -0.11437499999999999 0.088305000000000008 -0.094359999999999986
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 6 7 9 -9 -2
right_child=1 -3 -4 -5 -6 -7 -8 8 -10 -11
leaf_value=-0.0008497428975218908 -0.0004714211837847265 0.00031657663595931597 -0.00063865167669488107 0.00032904241742376248 -0.0007012830277625462 0.00029504636881555907 0.00024407705778196019 -0.0010706186910630624 2.2432683780655286e-06 0.00048495321598020913
leaf_weight=0.0010764458466560713 0.0010555314851233843 0.0017528288085125595 0.0010574423143476777 0.0011547844788978899 0.0010575360977256318 0.0012520137873216278 0.0014280854217048645 0.0017089420532529214 0.0014361955198815167 0.0013384084271460578
leaf_count=503 66 346 196 199 301 121 398 532 344 115
internal_value=0 -0.000108676 -0.000173556 -0.000126409 -0.000183104 -0.000116432 -0.000190375 -0.000302386 -0.000580707 6.32704e-05
internal_weight=0 0.0132418 0.0114889 0.0104315 0.00927671 0.00821918 0.00696716 0.00553908 0.00314514 0.00239394
internal_count=3121 2618 2272 2076 1877 1576 1455 1057 876 181
is_linear=0
shrinkage=0.00196078


Tree=3488
num_leaves=11
num_cat=0
split_feature=484 4 133 133 15 13 3 0 48 47
split_gain=0.000121428 7.81837e-05 6.5406e-05 0.000153322 0.000107302 0.000136301 0.000115681 0.000131927 0.000147891 0.000125141
threshold=-0.0068949999999999992 0.27044500000000005 0.10722500000000001 0.083950000000000011 0.024640000000000006 -0.012549999999999997 -0.10519499999999998 -0.12333499999999999 0.087380000000000013 0.09550500000000002
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 6 -6 -2 8 -8 -9
right_child=1 -3 -4 -5 5 -7 7 9 -10 -11
leaf_value=-0.00065063609459525471 0.00054002123393161606 0.00041119322342796853 -0.00047972379023681602 0.00059303493622167981 -1.2631762701126861e-05 -0.00096488806664957009 0.00084978116973470662 -0.00066572738030092808 -0.00016505806667252033 8.6789803084262175e-05
leaf_weight=0.0010700265362390141 0.0014642798789788365 0.0018412800613723601 0.0010941068425064831 0.001557256940794575 0.0013027626399172085 0.0010386252421338924 0.0010057791175791557 0.0018506335249105698 0.0012239090069426917 0.0015707472068635653
leaf_count=503 155 346 345 369 394 343 77 405 67 117
internal_value=0 3.47595e-05 -2.24849e-05 2.29363e-05 -7.09428e-05 -0.000435047 4.88698e-05 -7.83952e-05 0.000292721 -0.000320249
internal_weight=0 0.0139494 0.0121081 0.011014 0.00945674 0.00234139 0.00711535 0.00565107 0.00222969 0.00342138
internal_count=3121 2618 2272 1927 1558 737 821 666 144 522
is_linear=0
shrinkage=0.00196078


Tree=3489
num_leaves=11
num_cat=0
split_feature=484 4 12 16 156 42 43 2 16 12
split_gain=0.000119459 0.000138644 7.35653e-05 8.26856e-05 9.54551e-05 0.000138131 0.000105371 0.000107224 9.29097e-05 4.46837e-05
threshold=-0.0068949999999999992 0.27044500000000005 0.10711000000000002 -0.36241499999999999 0.084085000000000007 -1.0000000180025095e-35 -0.074359999999999996 0.088475000000000012 -0.072359999999999994 0.089300000000000004
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 -5 9 -8 -9 -7
right_child=1 -3 -4 4 -6 6 7 8 -10 -11
leaf_value=-0.00066004066474492217 -0.00044079908108409085 0.00053984218464546603 -0.00053361733789740267 -0.00036736556931971716 -0.00047737247549460988 0.00035365028408152659 -0.00025506036271582188 0.00075925271712300819 1.1790124711458658e-05 0.00093519141946006514
leaf_weight=0.0010317471413906409 0.0013946626268340331 0.00179297480309839 0.0010788841722146536 0.0016190561448313993 0.0010743257384553994 0.0010217054454435505 0.0018598214396206244 0.0012067202988497541 0.0013598335791860875 0.0010102832865318961
leaf_count=503 97 346 196 588 323 271 373 141 163 120
internal_value=0 3.23301e-05 -4.59438e-05 3.94458e-06 7.17204e-05 0.000144752 0.000273135 0.000103442 0.000363226 0.000642786
internal_weight=0 0.0134183 0.0116253 0.0105464 0.00915175 0.00807742 0.00645836 0.00442638 0.00256655 0.00203199
internal_count=3121 2618 2272 2076 1979 1656 1068 677 304 391
is_linear=0
shrinkage=0.00196078


Tree=3490
num_leaves=12
num_cat=0
split_feature=484 4 151 160 133 47 43 457 2 13 1
split_gain=0.000122965 0.000114996 8.07423e-05 0.000111903 0.000136602 0.000113215 0.000157595 0.0001309 0.000142891 8.86009e-05 8.77814e-05
threshold=-0.0068949999999999992 0.27044500000000005 -0.085604999999999987 -0.082299999999999984 -0.088234999999999994 0.09550500000000002 0.05259500000000001 0.087855000000000003 0.084245000000000014 0.0076650000000000008 0.086255000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 -5 6 7 8 -6 10 -10
right_child=1 -3 3 4 5 -7 -8 -9 9 -11 -12
leaf_value=-0.00063122661904296004 0.00050603960308845039 0.00049235272665366903 -0.00062669498021948437 -0.00068396088193020839 0.00016239865216180718 0.00055175117102790338 0.00052199186302583924 0.00046148975713235631 -0.0011945948246825323 -0.00012020923553146834 -0.00038270792476824482
leaf_weight=0.0011185499141663684 0.0010090867618458158 0.0019045942893704546 0.0012476681175091079 0.0010208644615457034 0.0016350198876971447 0.0015677708820795305 0.0015798219125129805 0.0010243689502579256 0.0010414578995951926 0.0011759429706385618 0.0010071235979180471
leaf_count=503 202 346 389 324 330 111 103 61 452 203 97
internal_value=0 4.39893e-05 -2.5386e-05 -7.2842e-05 -4.09959e-06 7.27476e-05 -2.78679e-05 -0.000175504 -0.00030978 -0.000549201 -0.000795455
internal_weight=0 0.0142137 0.0123091 0.0113 0.0100524 0.00903151 0.00746374 0.00588391 0.00485954 0.00322452 0.00204858
internal_count=3121 2618 2272 2070 1681 1357 1246 1143 1082 752 549
is_linear=0
shrinkage=0.00196078


Tree=3491
num_leaves=12
num_cat=0
split_feature=484 41 3 0 15 12 13 12 16 151 2
split_gain=0.000161032 8.86286e-05 0.000131208 9.50438e-05 0.000109334 0.000103931 0.000160734 9.49813e-05 8.69459e-05 8.28525e-05 0.000131311
threshold=-0.0068949999999999992 0.075585000000000013 -0.11255999999999998 -0.10011499999999998 -0.0088349999999999974 -0.010834999999999999 -0.0034749999999999994 0.097825000000000009 -0.083539999999999989 -0.044604999999999992 0.090675000000000019
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 9 -5 7 8 -7 -4 -11
right_child=1 -3 3 5 -6 6 -8 -9 -10 10 -12
leaf_value=-0.00073429023510013431 0.00056654508684146751 -0.00048622737418114781 -0.00040760432130334368 0.00039280752643680074 0.00068510549241443473 0.0001029754103561717 -0.00087748930953498734 0.00040571787354065159 -0.00069228392520623771 -0.00020864850344625362 0.00061689802157920961
leaf_weight=0.0010971553077772861 0.0019052173470086838 0.0011086177583446303 0.0011617379952698764 0.0010233604762790354 0.0013170587088527936 0.0010288929938537773 0.0013117459012199971 0.0010955445984940741 0.0010869235701150344 0.001460047098173517 0.0015036259845701127
leaf_count=503 216 146 107 218 93 354 410 147 685 85 157
internal_value=0 4.57771e-05 9.1518e-05 9.15973e-06 0.000193247 -0.000171476 -0.000299146 -6.29101e-05 -0.00030556 3.62189e-05 0.000210194
internal_weight=0 0.0140028 0.0128942 0.0109889 0.00544247 0.00554647 0.00452311 0.00321136 0.00211582 0.00412541 0.00296367
internal_count=3121 2618 2472 2256 442 1814 1596 1186 1039 349 242
is_linear=0
shrinkage=0.00196078


Tree=3492
num_leaves=10
num_cat=0
split_feature=52 160 0 52 133 2 13 1 16
split_gain=2.74334e-05 8.17484e-05 6.76461e-05 0.000120767 5.32811e-05 8.45362e-05 0.000130077 5.52731e-05 1.42976e-05
threshold=-0.057699999999999994 -1.0000000180025095e-35 -0.15202999999999997 -0.24456499999999998 -1.0000000180025095e-35 0.10097500000000002 -0.073839999999999975 0.10124500000000002 -0.078464999999999993
decision_type=2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 -4 -3 6 -6 -7 -8
right_child=1 4 3 -5 5 7 8 -9 -10
leaf_value=-0.012731307847681346 -0.024468176494740618 -0.018059313180971412 -0.010178587125230096 0.034636063257003663 0.043315067951839016 -0.023316014266931372 0.0099587189860513015 0.0069901243332167358 -0.006463800583818226
leaf_weight=0.0011823427504172868 0.0015102016250223473 0.0011838098137955744 0.0010169555782149182 0.001471312346220346 0.0011236727672069621 0.0012663013208988293 0.0010005548600342264 0.0011468176687573807 0.0011275409815940814
leaf_count=69 753 620 349 508 184 103 210 159 166
internal_value=0 -0.00340851 0.00696247 0.0163203 0.00123535 0.00526741 0.0157908 -0.00891324 0.00125748
internal_weight=0 0.0083589 0.00367061 0.00248827 0.0068487 0.00566489 0.00325177 0.00241312 0.0021281
internal_count=3121 2195 926 857 1442 822 560 262 376
is_linear=0
shrinkage=0.1


Tree=3493
num_leaves=9
num_cat=0
split_feature=0 1 15 15 3 12 1 3
split_gain=2.43746e-05 5.88145e-05 9.07589e-05 3.93927e-05 6.89506e-05 7.76847e-05 6.25675e-05 0.000166898
threshold=0.15398500000000004 0.077565000000000009 0.035560000000000008 0.035560000000000008 -0.10519499999999998 1.0000000180025095e-35 0.094385000000000011 0.11296500000000002
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 -1 4 -3 6 -6 -8
right_child=-2 3 -4 -5 5 -7 7 -9
leaf_value=-0.032719600527513285 0.014144447762794872 0.02699916990749749 0.0025177147705223377 -0.012717876174890692 -0.0092674874185076049 -0.024002568310301526 0.043512138590634852 -0.0058454958300401955
leaf_weight=0.0013552304803938016 0.0010756694311020885 0.0012661092453461545 0.0015867618201801305 0.0013516943983829461 0.0015466845926517822 0.0010052410360701994 0.0012211288991956955 0.0015606431023100342
leaf_count=816 60 214 776 400 124 260 272 199
internal_value=0 -0.0016345 -0.0137144 0.00283496 0.0060203 0.00104036 0.00685633 0.0158213
internal_weight=0 0.0108935 0.00294199 0.0079515 0.00659981 0.0053337 0.00432846 0.00278177
internal_count=3121 3061 1592 1469 1069 855 595 471
is_linear=0
shrinkage=0.1


Tree=3494
num_leaves=9
num_cat=0
split_feature=11 48 0 2 2 13 13 1
split_gain=2.6271e-05 4.05222e-05 0.000101392 4.55198e-05 7.16659e-05 6.26064e-05 9.62832e-05 7.28149e-05
threshold=0.079915000000000014 0.016865000000000002 -0.20211999999999997 0.11237500000000002 0.10097500000000002 -0.094514999999999988 -0.016469999999999995 0.082005000000000008
decision_type=2 2 2 2 2 2 2 2
left_child=1 3 -3 4 5 -1 -7 -8
right_child=-2 2 -4 -5 -6 6 7 -9
leaf_value=0.01959740432588003 -0.015248936786189127 -0.007543532568259465 0.028701739835349006 0.014627522131664558 -0.028709162717051175 -0.031579887540418045 0.021762668445732648 -0.0098782698458507248
leaf_weight=0.00114555344281295 0.0010562116170316294 0.0015117625750884489 0.0015767770632939852 0.0012832732745892486 0.0011432506408935502 0.0011400741614191949 0.0011929905294074173 0.0018632592919578641
leaf_count=155 199 82 490 340 189 979 422 265
internal_value=0 0.00127153 0.0109606 -0.00258062 -0.00598576 -0.00112258 -0.00677892 0.0024726
internal_weight=0 0.0108569 0.00308854 0.0077684 0.00648513 0.00534188 0.00419632 0.00305625
internal_count=3121 2922 572 2350 2010 1821 1666 687
is_linear=0
shrinkage=0.1


Tree=3495
num_leaves=8
num_cat=0
split_feature=16 1 15 150 16 16 0
split_gain=2.7023e-05 6.94856e-05 6.87437e-05 4.57836e-05 9.9085e-05 7.14713e-05 5.6411e-05
threshold=0.38525000000000004 0.077565000000000009 0.035560000000000008 0.080470000000000014 -0.36241499999999999 -0.056919999999999991 -0.10224499999999999
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 4 -3 6 -6
right_child=-2 3 -4 -5 5 -7 -8
leaf_value=-0.02735683436369778 0.012029411237473827 -0.027245338761393484 0.0013143140943575407 0.017689043509924021 0.0030883709831720876 -0.0076001550721298758 0.035745407594441475
leaf_weight=0.0017754559332152388 0.0015736530797660639 0.0011286901389158483 0.001580875793932059 0.0017448233601531785 0.0010884478519182506 0.0019430815164160446 0.0010289992261343899
leaf_count=733 311 212 778 295 99 404 289
internal_value=0 -0.00204119 -0.0138524 0.00367585 -0.00103594 0.00624939 0.0189585
internal_weight=0 0.0102904 0.00335633 0.00693404 0.00518922 0.00406053 0.00211745
internal_count=3121 2810 1511 1299 1004 792 388
is_linear=0
shrinkage=0.1


Tree=3496
num_leaves=9
num_cat=0
split_feature=50 160 12 1 3 43 0 2
split_gain=2.72694e-05 4.92143e-05 5.66859e-05 0.000116587 0.00010953 8.02613e-05 6.48729e-05 2.57748e-05
threshold=0.088425000000000017 -0.085579999999999976 0.097825000000000009 0.11181500000000001 0.096675000000000011 -0.072864999999999985 -0.10224499999999999 0.090425000000000019
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 -3 -7 -4
right_child=-2 2 7 -5 -6 6 -8 -9
leaf_value=0.022069065308870602 -0.014570527399474065 0.01159039248878411 0.025513268278460528 -0.029135098629094927 0.031406915330282628 -0.0308952294711499 -0.0017327275611882802 0.0028496791671725422
leaf_weight=0.0010433228864673858 0.0011815777835945491 0.0019102990989492636 0.0010003807238940256 0.0015583570613518245 0.0010206202931228869 0.0013540706075569958 0.0017469193205721717 0.0010068720351074526
leaf_count=385 560 569 104 273 98 157 700 275
internal_value=0 0.00144245 -0.000799816 -0.00475194 0.0015475 -0.00453379 -0.0144668 0.0141448
internal_weight=0 0.0106408 0.00959752 0.00759027 0.00603191 0.00501129 0.00310099 0.00200725
internal_count=3121 2561 2176 1797 1524 1426 857 379
is_linear=0
shrinkage=0.1


Tree=3497
num_leaves=11
num_cat=0
split_feature=484 4 0 2 48 15 2 16 13 43
split_gain=0.000155266 0.0001115 8.12333e-05 0.000106944 0.000123664 0.000101576 0.000114729 7.93228e-05 0.000109099 0.00012428
threshold=-0.0068949999999999992 0.27044500000000005 0.15398500000000004 0.092875000000000013 0.083985000000000018 -0.069954999999999989 0.10699500000000002 -0.15241499999999997 -0.063184999999999977 -0.13868499999999997
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 7 -5 -7 -2 -9 -10
right_child=1 -3 -4 5 -6 6 -8 8 9 -11
leaf_value=-0.00073155289520568584 0.00032453665253924724 0.00050746230096764596 0.00045104164548206109 0.00013802734526328309 0.00054871261238787882 -0.00012070335218095192 -0.00096465106354369284 -0.00073959735012530498 -0.00053829264271643476 0.00027409806973180395
leaf_weight=0.0010492590832252907 0.0014594609371393896 0.0017901076408133104 0.0012782204040807663 0.0011404944308885581 0.0015918456409977702 0.0011666520223370773 0.0013200086842338919 0.0010914127915346585 0.0011343931447147649 0.0020011699074207415
leaf_count=503 84 346 47 294 206 238 221 561 122 499
internal_value=0 5.05222e-05 -1.66146e-05 -7.14284e-05 6.56459e-05 -0.000346483 -0.000568701 -6.95824e-05 -0.000205661 -1.9811e-05
internal_weight=0 0.0139738 0.0121837 0.0109054 0.00727828 0.00362716 0.00248666 0.00568644 0.00422698 0.00313556
internal_count=3121 2618 2272 2225 1472 753 459 1266 1182 621
is_linear=0
shrinkage=0.00196078


Tree=3498
num_leaves=13
num_cat=0
split_feature=42 484 42 15 16 16 16 151 3 0 12 1
split_gain=0.000140922 0.000108533 0.000128263 0.000114394 0.000167097 9.89577e-05 0.000141057 0.000125366 0.000109817 0.000137614 6.94362e-05 5.56016e-05
threshold=-0.11466499999999999 -0.0068949999999999992 0.092145000000000019 -0.10653 -0.27167499999999994 0.26435500000000006 -0.0092699999999999987 -0.0083949999999999979 -0.078934999999999991 -0.10224499999999999 0.09141500000000001 0.11230000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 -3 6 7 -5 -9 -10 -8 -4
right_child=1 2 11 5 -6 -7 10 8 9 -11 -12 -13
leaf_value=-0.00071354865137823222 -0.00054585601562454782 2.688376478637064e-05 -0.00056990331153856987 -0.00058811909607996669 0.0011207314666783019 -0.00047962103573471446 0.00027844425718217278 -0.00029650771454734301 -8.5660522301622393e-05 0.00078846559182028984 0.00092694868362909477 3.3944140596939004e-05
leaf_weight=0.0010096661616676656 0.0011120171251619406 0.0010512905378584853 0.0014133932664678588 0.0011888370833112007 0.0010974078618713682 0.0010627548115586865 0.001685337949998326 0.0014946144004435872 0.0013493524257773837 0.0014222795724486885 0.001018320364715327 0.0010018014028034894
leaf_count=171 483 153 404 161 163 212 293 638 78 168 57 140
internal_value=0 4.34064e-05 9.094e-05 0.000178109 0.000585546 8.31724e-05 0.000156482 -2.50244e-05 0.000131888 0.000362903 0.0005227 -0.000319433
internal_weight=0 0.0148974 0.0137854 0.0113702 0.0021487 0.0092215 0.00815874 0.00545508 0.00426625 0.00277163 0.00270366 0.00241519
internal_count=3121 2950 2467 1923 316 1607 1395 1045 884 246 350 544
is_linear=0
shrinkage=0.00196078


Tree=3499
num_leaves=9
num_cat=0
split_feature=43 43 16 0 16 0 4 16
split_gain=2.76814e-05 0.000103632 8.03725e-05 7.34877e-05 4.78738e-05 0.000104407 0.000139408 3.02683e-05
threshold=-0.092909999999999979 -0.074359999999999996 0.22339500000000004 -0.046359999999999991 -0.056919999999999991 -0.10224499999999999 0.033845000000000007 0.15891500000000003
decision_type=2 2 2 2 2 2 2 2
left_child=7 -2 3 4 5 6 -3 -1
right_child=1 2 -4 -5 -6 -7 -8 -9
leaf_value=-0.018809775009463826 0.027009195506518414 0.020996886741420209 -0.025433708257989032 0.026952607642287879 -0.018335387404831299 0.024908826579964835 -0.025264171095319823 0.0032077359858984581
leaf_weight=0.0014582292092058793 0.0014435438541156717 0.001031602801491672 0.0012464565155764521 0.0010187264096860301 0.0013906176198643606 0.0014417054974125189 0.0017675366687558425 0.0010919225866431459
leaf_count=364 767 89 256 155 422 740 227 101
internal_value=0 0.00237287 -0.00213077 0.00223695 -0.00223409 0.00304569 -0.00821499 -0.00938233
internal_weight=0 0.00934019 0.00789665 0.00665019 0.00563146 0.00424084 0.00279914 0.00255015
internal_count=3121 2656 1889 1633 1478 1056 316 465
is_linear=0
shrinkage=0.1


Tree=3500
num_leaves=9
num_cat=0
split_feature=1 13 52 3 0 4 47 43
split_gain=2.96627e-05 7.1027e-05 6.54607e-05 0.000104336 9.19269e-05 0.00012611 5.47544e-05 3.22694e-05
threshold=0.10752500000000002 -0.061684999999999997 0.11434500000000002 0.090900000000000009 -0.084269999999999984 0.053180000000000012 0.10372500000000003 -0.092909999999999979
decision_type=2 2 2 2 2 2 2 2
left_child=2 -2 3 4 5 -1 -3 -6
right_child=1 6 -4 -5 7 -7 -8 -9
leaf_value=-0.043586040073934851 0.026738526544128467 0.0093988773525189671 -0.026238724003777539 0.021827883928298718 -0.0080491944800331148 0.0024606001990308862 -0.020474976734002712 0.01366913297451517
leaf_weight=0.0012354656528879649 0.001244188393412594 0.0015574728340964016 0.001100637394140928 0.0016653215425896928 0.0011252842964479663 0.0011469361804630944 0.0010123069147252584 0.0017450553991813999
leaf_count=783 306 216 390 129 214 179 68 836
internal_value=0 0.00712625 -0.00358662 1.72452e-05 -0.00689757 -0.0214183 -0.00236926 0.00515471
internal_weight=0 0.00381397 0.0080187 0.00691806 0.00525274 0.0023824 0.00256978 0.00287034
internal_count=3121 590 2531 2141 2012 962 284 1050
is_linear=0
shrinkage=0.1


Tree=3501
num_leaves=9
num_cat=0
split_feature=457 1 15 151 0 16 16 52
split_gain=2.64466e-05 6.03407e-05 7.12847e-05 7.42301e-05 0.000148842 0.000113161 0.000123268 0.000123747
threshold=0.045365000000000009 0.12811000000000003 0.090615000000000015 -0.0077149999999999988 -0.13027499999999997 -0.091354999999999978 -0.056919999999999991 0.096795000000000006
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -5 -6 -7 -8
right_child=-2 -3 -4 4 5 6 7 -9
leaf_value=-0.024724471483074606 0.011611920768380747 0.017315315282903903 -0.027362431324122333 0.032413821694489565 -0.033089084207070116 0.029647321375203359 -0.028020816827995738 0.015229263813358452
leaf_weight=0.0011585336122443288 0.0016509264810545985 0.0013899688064675586 0.0012365554845284376 0.0013391305206728165 0.0011222881325985718 0.0011972522278288415 0.0014995047088913267 0.0011838231591928677
leaf_count=288 289 243 515 173 374 494 663 82
internal_value=0 -0.00203751 -0.00511632 -0.00144877 0.00280315 -0.00512281 0.00296521 -0.00893987
internal_weight=0 0.0101271 0.00873709 0.00750053 0.006342 0.00500287 0.00388058 0.00268333
internal_count=3121 2832 2589 2074 1786 1613 1239 745
is_linear=0
shrinkage=0.1


Tree=3502
num_leaves=12
num_cat=0
split_feature=484 4 16 0 0 42 48 0 43 43 0
split_gain=0.000161527 9.74419e-05 7.76631e-05 0.000104758 0.000135334 0.000168398 0.000100898 6.86821e-05 0.000140576 9.42203e-05 6.25023e-05
threshold=-0.0068949999999999992 0.27044500000000005 -0.36241499999999999 -0.10607499999999999 -0.077999999999999986 0.083995000000000014 0.086260000000000017 -0.053834999999999994 0.070450000000000013 -0.17390999999999998 -0.14226499999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 6 5 -5 10 -6 9 -9 -4
right_child=1 -3 3 4 7 -7 -8 8 -10 -11 -12
leaf_value=-0.00075364709271067245 -0.00044829869168776557 0.00047405948307572887 0.00092261690511577857 -0.001019742806948468 0.00045220363237719204 5.1833098341143778e-05 -0.00014357762165513756 0.00013553252138170485 0.000506556204916089 -0.00062600633655939279 0.00024360931433035967
leaf_weight=0.001041393995956724 0.0014124180155253808 0.0017894153475966562 0.0010701375886592174 0.001134413135068553 0.0014395009139190028 0.0011210054374957592 0.0010927389706600898 0.0010696203380575753 0.0011872884556676233 0.0015013934740432293 0.0010160734836346984
leaf_count=503 102 346 109 599 421 521 97 44 40 281 58
internal_value=0 4.71173e-05 -1.63117e-05 4.10751e-05 -8.60356e-05 -0.00048714 0.000339093 8.80107e-05 -5.14821e-05 -0.000309183 0.000591911
internal_weight=0 0.013834 0.0120446 0.0106322 0.00745322 0.00225542 0.00317895 0.0051978 0.0037583 0.00257101 0.00208621
internal_count=3121 2618 2272 2170 1906 1120 264 786 365 325 167
is_linear=0
shrinkage=0.00196078


Tree=3503
num_leaves=9
num_cat=0
split_feature=50 4 151 2 49 3 16 43
split_gain=2.69115e-05 5.0758e-05 5.77408e-05 6.4831e-05 7.57637e-05 0.000112772 0.000161622 0.000116622
threshold=0.088425000000000017 0.40473500000000007 -0.024429999999999997 0.113445 -0.069799999999999987 -0.059315 0.23311500000000004 -0.074359999999999996
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 -1 4 -4 7 -7 -6
right_child=-2 -3 3 -5 5 6 -8 -9
leaf_value=0.016384199430704502 -0.014466882674658716 0.021728654354644088 -0.026291495914152724 -0.028122699708449758 0.0069089024444978012 0.035036430605866385 -0.013890439191452357 -0.03335349533787027
leaf_weight=0.0016066133328830915 0.0011764122347665733 0.0011079763616674227 0.0010062462555138329 0.0010062940956168422 0.0016697715121604438 0.0018640611404976094 0.001058573873382665 0.0012640251826903301
leaf_count=385 560 279 113 214 479 179 67 845
internal_value=0 0.00147636 -0.000891737 -0.00441898 -0.000943232 0.00341208 0.0173152 -0.0104381
internal_weight=0 0.0105836 0.00947559 0.00786897 0.00686268 0.00585643 0.00292264 0.0029338
internal_count=3121 2561 2282 1897 1683 1570 246 1324
is_linear=0
shrinkage=0.1


Tree=3504
num_leaves=9
num_cat=0
split_feature=0 1 15 12 0 48 52 16
split_gain=2.80169e-05 5.15912e-05 7.09808e-05 3.38727e-05 7.91493e-05 8.99286e-05 7.77106e-05 0.000129615
threshold=0.15398500000000004 0.077565000000000009 0.035560000000000008 -0.010834999999999999 -0.053834999999999994 0.086035000000000014 -0.037344999999999996 -0.078844999999999985
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 -1 -3 5 6 -5 -8
right_child=-2 3 -4 4 -6 -7 7 -9
leaf_value=-0.030245734534088367 0.015417213958286536 0.018010160916368572 0.0013083911433640597 0.03706767458326831 -0.025358242877750105 -0.014009079122725948 0.0228023058320653 -0.021473451466021826
leaf_weight=0.0013118522570577456 0.001057417571415884 0.0012031624424834846 0.0015614243826487029 0.0010087771786891943 0.0010533212347864354 0.0017701457193666781 0.001607203307480876 0.0011232987266404011
leaf_count=816 60 335 776 138 269 168 276 283
internal_value=0 -0.00164998 -0.0130983 0.00258573 -0.000242067 0.00455978 0.0133501 0.00458774
internal_weight=0 0.0106392 0.00287328 0.00776591 0.00656275 0.00550942 0.00373928 0.0027305
internal_count=3121 3061 1592 1469 1134 865 697 559
is_linear=0
shrinkage=0.1


Tree=3505
num_leaves=11
num_cat=0
split_feature=484 133 52 16 15 2 49 2 0 3
split_gain=0.000176567 7.42372e-05 0.000117117 0.00019862 8.0721e-05 9.87545e-05 0.000114986 0.000110124 0.00011993 0.000114435
threshold=-0.0068949999999999992 0.10722500000000001 0.096795000000000006 -0.014034999999999997 -0.15914499999999995 0.094215000000000007 -0.043469999999999995 0.088475000000000012 -0.10607499999999999 -0.078934999999999991
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 -4 -2 7 -7 8 -6 -10
right_child=1 -3 3 -5 5 6 -8 -9 9 -11
leaf_value=-0.00077894508881145717 0.00048201567245605891 -0.00042073382627507555 -0.00012561772466586002 0.00098742268848338809 0.00038418538857388248 0.00014115554828219974 -0.00068074993107094617 0.00048411324069614953 -0.00084723076379979027 -3.0199451709674263e-05
leaf_weight=0.0010421276462408867 0.001213622186965275 0.0011405617745596447 0.0011276616272623977 0.0013595506082409517 0.0013842820996193034 0.0010635096079504303 0.001701356918915117 0.0018329601473996149 0.0010169247503598509 0.0018730228510245375
leaf_count=503 226 364 357 84 78 148 372 204 614 171
internal_value=0 5.8255e-05 0.000101707 0.000482788 7.72914e-06 -5.71492e-05 -0.000364603 8.20422e-05 -9.0382e-05 -0.000317699
internal_weight=0 0.0137135 0.0125729 0.00248721 0.0100857 0.00887206 0.00276487 0.00610719 0.00427423 0.00288995
internal_count=3121 2618 2254 441 1813 1587 520 1067 863 785
is_linear=0
shrinkage=0.00196078


Tree=3506
num_leaves=8
num_cat=0
split_feature=42 457 1 42 4 15 16
split_gain=2.53379e-05 4.3367e-05 5.03844e-05 5.25038e-05 7.34441e-05 9.60159e-05 5.60136e-05
threshold=-1.0000000180025095e-35 0.045365000000000009 0.12408500000000001 0.088915000000000008 -0.0029599999999999995 -0.10653 0.15891500000000003
decision_type=2 2 2 2 2 2 2
left_child=-1 2 3 4 6 -6 -2
right_child=1 -3 -4 -5 5 -7 -8
leaf_value=-0.010376293995788106 0.02343690949828138 0.017927381868943389 0.019348438317256054 -0.017688618456974902 0.010459855361163162 -0.029686256550192216 -0.0058472940684107695
leaf_weight=0.0019899719460532784 0.001747049701784189 0.0014551322753037299 0.0010791051309177284 0.0019788678018977318 0.0010957525130850564 0.0013055317053312049 0.0010431876263111983
leaf_count=862 517 243 239 778 101 196 185
internal_value=0 0.00201069 -0.000796867 -0.00382863 0.00145443 -0.0113668 0.0124884
internal_weight=0 0.00970463 0.00824949 0.00717039 0.00519152 0.00240128 0.00279024
internal_count=3121 2259 2016 1777 999 297 702
is_linear=0
shrinkage=0.1


Tree=3507
num_leaves=11
num_cat=0
split_feature=484 4 156 12 42 43 2 43 15 12
split_gain=8.36648e-05 9.45113e-05 6.81646e-05 8.69228e-05 9.26233e-05 0.000137077 0.000124898 0.000119276 0.000100294 7.43203e-05
threshold=-1.0000000180025095e-35 0.27044500000000005 0.084085000000000007 0.10711000000000002 -1.0000000180025095e-35 -0.074359999999999996 0.088475000000000012 0.016310000000000002 -0.074054999999999996 0.090455000000000021
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 9 -7 8 -8 -6
right_child=1 -3 -4 -5 5 6 7 -9 -10 -11
leaf_value=-0.00053219413655834096 -0.00031378503059390579 0.00046388149930307884 -0.00048947566921581 -0.00051787672727968788 0.00022609385633529967 -0.00041188504279027389 0.00037276256140866495 0.00072693687451682318 -0.00048910476857848414 0.00093653973740496967
leaf_weight=0.0010858380848774883 0.0018313202178971812 0.0017106445371204747 0.0011212895329452939 0.0010382997022475573 0.001135500034832931 0.0018162650610886008 0.001050179932851841 0.0011822642408797768 0.0010265049272925411 0.001128982314016147
leaf_count=515 604 346 351 178 300 381 74 102 160 110
internal_value=0 3.4287e-05 -3.05713e-05 1.98302e-05 8.07069e-05 0.000179136 1.45485e-07 0.000229777 -5.32583e-05 0.000580294
internal_weight=0 0.0130413 0.0113306 0.0102093 0.00917102 0.0073397 0.00507521 0.00325895 0.00207668 0.00226448
internal_count=3121 2606 2260 1909 1731 1127 717 336 234 410
is_linear=0
shrinkage=0.00196078


Tree=3508
num_leaves=11
num_cat=0
split_feature=484 4 12 0 0 16 150 13 13 4
split_gain=0.000119301 7.52949e-05 6.26856e-05 6.5386e-05 0.000101303 0.000100245 6.66405e-05 0.000107983 0.000104239 0.000110988
threshold=-0.0068949999999999992 0.27044500000000005 0.10711000000000002 0.041630000000000007 -0.053834999999999994 0.0065250000000000004 0.086135000000000017 -0.086589999999999986 -0.012549999999999997 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 6 7 -2 -9 -10
right_child=1 -3 -4 -5 -6 -7 -8 8 9 -11
leaf_value=-0.00066213748589211564 -0.0004066324281448306 0.00041801981889003721 -0.00047776943508762772 0.00035909637278685455 -0.00053210182487101469 0.00058199514953788064 -0.00047373993286143815 0.00075799230563303795 0.0004024959784450227 -0.00044408318104174698
leaf_weight=0.0010071779811247324 0.0014200249114475396 0.0017399872479519568 0.0010441595679428145 0.0018622035759432868 0.0013835001069679234 0.0011350805459629347 0.0011680255393599712 0.001030264834658374 0.0012913382963896059 0.0011047488239327372
leaf_count=503 306 346 196 184 134 262 180 488 436 86
internal_value=0 3.80113e-05 -1.97901e-05 2.62123e-05 -4.6435e-05 4.75466e-05 -5.33183e-05 4.80076e-05 0.00023643 1.2169e-05
internal_weight=0 0.0131793 0.0114393 0.0103952 0.00853298 0.00714948 0.0060144 0.00484638 0.00342635 0.00239609
internal_count=3121 2618 2272 2076 1892 1758 1496 1316 1010 522
is_linear=0
shrinkage=0.00196078


Tree=3509
num_leaves=11
num_cat=0
split_feature=484 4 156 133 133 15 3 3 42 4
split_gain=0.000156225 6.76933e-05 5.8114e-05 9.00949e-05 0.000145108 0.000148294 0.000147533 0.000144288 6.53614e-05 4.78124e-05
threshold=-0.0068949999999999992 0.27044500000000005 0.084085000000000007 0.10722500000000001 0.083950000000000011 0.024640000000000006 -0.10519499999999998 -1.0000000180025095e-35 0.081660000000000024 0.033845000000000007
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 6 -2 -8 -7 -9
right_child=1 -3 -4 -5 -6 8 7 9 -10 -11
leaf_value=-0.00074197615373951058 0.00082905454934808522 0.00041079238104113603 -0.00042601421294750832 -0.00051165984519087196 0.00068595421304989664 -0.00079548788825666917 -0.00051178456782403805 0.00045637295611442187 -0.00010677932826941832 -1.5561964438954265e-05
leaf_weight=0.0010277796257521015 0.0010476839384573888 0.0017505552808072958 0.0011269155135958638 0.0010150786622618565 0.001397487635898473 0.001035091486175207 0.0014018113371373113 0.0017870129244456157 0.0010852867235925387 0.0015336945420614256
leaf_count=503 88 346 357 327 275 409 356 111 305 44
internal_value=0 5.1729e-05 -3.26285e-06 4.29759e-05 0.000103591 4.49887e-07 0.000163398 1.57229e-05 -0.000442982 0.000238406
internal_weight=0 0.0131806 0.0114301 0.0103031 0.00928807 0.00789058 0.0057702 0.00472252 0.00212038 0.00332071
internal_count=3121 2618 2272 1915 1588 1313 599 511 714 155
is_linear=0
shrinkage=0.00196078


Tree=3510
num_leaves=11
num_cat=0
split_feature=484 41 3 13 3 133 1 0 47 160
split_gain=0.000123346 7.47904e-05 0.000121971 9.75501e-05 7.95577e-05 9.40567e-05 8.42474e-05 0.000167696 8.73837e-05 0.00011021
threshold=-0.0068949999999999992 0.075585000000000013 -0.10519499999999998 0.14871000000000004 -0.084074999999999997 0.083950000000000011 0.13146500000000003 -0.10011499999999998 0.078875000000000015 0.083670000000000008
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 -4 6 7 8 9 -6
right_child=1 -3 4 -5 5 -7 -8 -9 -10 -11
leaf_value=-0.00065008390671149688 0.00093352172388176679 -0.00045243374352364388 -0.00047858981348891129 0.00010224515670964725 0.00056070971247120232 0.00048636535760780269 0.00043650599652515261 -0.00059198339529198342 -0.00032121313082657423 -0.00022068898530108413
leaf_weight=0.0010393008068572311 0.0010789172033392356 0.0010488225769697537 0.0011642740998349154 0.001092145345647888 0.0019367954220536636 0.0016711348342537914 0.0012559834250280037 0.0019833471257488843 0.001338344231128108 0.0010814416230888746
leaf_count=503 159 146 587 94 167 522 153 653 68 69
internal_value=0 5.06526e-05 9.25215e-05 0.000515351 4.51833e-06 6.52141e-05 -2.74411e-05 -0.000119352 9.58146e-05 0.000280733
internal_weight=0 0.0136512 0.0126024 0.00217106 0.0104313 0.00926705 0.00759591 0.00633993 0.00435658 0.00301824
internal_count=3121 2618 2472 253 2219 1632 1110 957 304 236
is_linear=0
shrinkage=0.00196078


Tree=3511
num_leaves=9
num_cat=0
split_feature=0 16 52 16 16 151 4 15
split_gain=2.68974e-05 4.34021e-05 4.69231e-05 4.84694e-05 5.60495e-05 8.19155e-05 9.2221e-05 6.82787e-05
threshold=0.15398500000000004 0.26676500000000009 -0.081429999999999989 -0.008904999999999998 -0.083134999999999987 -0.0083949999999999979 0.24564500000000003 0.088235000000000022
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 -4 7 -7
right_child=-2 -3 3 -5 -6 6 -8 -9
leaf_value=0.016471095642781729 0.014980750126970661 -0.01960126083056735 -0.024286744668871037 0.013351900978258557 -0.020887378993595659 -0.022636252068435048 0.031137945723831641 0.011375620639592439
leaf_weight=0.0015645953475123082 0.0010748772385197657 0.0011922129857218 0.001087747029582112 0.0015597495385594054 0.0018685607603552527 0.0010706599756763338 0.0010976263752064961 0.0013153720990721762
leaf_count=445 60 362 139 368 834 488 249 176
internal_value=0 -0.00160968 0.000633012 -0.00246462 -0.00629536 -0.000330874 0.00714917 -0.00388618
internal_weight=0 0.0107565 0.00956431 0.00799972 0.00643997 0.00457141 0.00348366 0.00238603
internal_count=3121 3061 2699 2254 1886 1052 913 664
is_linear=0
shrinkage=0.1


Tree=3512
num_leaves=8
num_cat=0
split_feature=16 1 15 150 16 16 0
split_gain=2.85192e-05 5.67217e-05 5.93479e-05 4.12949e-05 8.98871e-05 6.13718e-05 4.25737e-05
threshold=0.38525000000000004 0.077565000000000009 0.035560000000000008 0.080470000000000014 -0.36241499999999999 -0.056919999999999991 -0.10224499999999999
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 4 -3 6 -6
right_child=-2 3 -4 -5 5 -7 -8
leaf_value=-0.025241223651314693 0.012525125906943872 -0.026605607881899026 0.0014183583794574039 0.016606378882702909 0.0035872073484215284 -0.0072246913729703197 0.031984155940454222
leaf_weight=0.0017720969072918731 0.001554980148452339 0.0011025884962693267 0.0015791091494072964 0.0017197027757144918 0.0010862144583918543 0.0019453578737827432 0.0010272539212042107
leaf_count=733 311 212 778 295 99 404 289
internal_value=0 -0.00201024 -0.0126791 0.00318563 -0.00128595 0.00559219 0.0173896
internal_weight=0 0.0102323 0.00335121 0.00688112 0.00516141 0.00405883 0.00211347
internal_count=3121 2810 1511 1299 1004 792 388
is_linear=0
shrinkage=0.1


Tree=3513
num_leaves=11
num_cat=0
split_feature=484 4 12 0 0 16 49 51 2 16
split_gain=0.000165927 7.84973e-05 9.1141e-05 7.49591e-05 8.02612e-05 0.00011463 8.91112e-05 0.000129361 8.6662e-05 9.21046e-05
threshold=-0.0068949999999999992 0.27044500000000005 0.10711000000000002 0.041630000000000007 -0.053834999999999994 0.0065250000000000004 -0.0020949999999999996 0.082455000000000014 0.073895000000000002 -0.084119999999999986
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 6 7 -2 -8 -10
right_child=1 -3 -4 -5 -6 -7 8 -9 9 -11
leaf_value=-0.00076733450840875492 -0.00081637742826696905 0.00043824504530408311 -0.00055393073754604789 0.0003909503535224775 -0.00046158533639163236 0.00061220619212213766 -0.00022701940863737103 0.00012926067506831724 1.0652987767078626e-05 0.00078822893391520795
leaf_weight=0.0010272271726898064 0.0011764895824791675 0.0017447584581363985 0.0010668122195019872 0.0019860559932167185 0.0013984609450942067 0.001175527528471115 0.0016388537126369868 0.0010548553872370969 0.001305379949415784 0.0010622747869747907
leaf_count=503 220 346 196 184 134 262 315 66 420 475
internal_value=0 4.99181e-05 -7.18707e-06 4.68302e-05 -3.07293e-05 5.05474e-05 -5.52975e-05 -0.000369333 0.000119598 0.000359521
internal_weight=0 0.0136095 0.0118647 0.0107979 0.00881184 0.00741338 0.00623785 0.00223134 0.00400651 0.00236765
internal_count=3121 2618 2272 2076 1892 1758 1496 286 1210 895
is_linear=0
shrinkage=0.00196078


Tree=3514
num_leaves=12
num_cat=0
split_feature=484 0 4 474 160 0 1 16 42 4 3
split_gain=0.000150139 8.98499e-05 0.000164879 0.000120962 0.000114721 0.000166133 0.000125343 0.000176978 6.99516e-05 9.71394e-05 2.49416e-05
threshold=-0.0068949999999999992 0.041630000000000007 -0.49405499999999997 0.084660000000000027 -0.080409999999999995 -0.053834999999999994 0.094825000000000007 -0.27167499999999994 0.081660000000000024 0.0061450000000000003 -0.0049599999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 4 -2 6 8 -8 9 -6 -9
right_child=1 2 -4 -5 5 -7 7 10 -10 -11 -12
leaf_value=-0.00071863702298881609 -0.00070022245555973459 -0.00012794476767250706 0.00088987623388441157 0.00061962035303951514 -0.00069315451688276356 -0.00067908081791439678 -0.0001481267651603412 0.00052075378908599359 0.00016670401485046761 5.0788838623003244e-05 0.00095566547076765226
leaf_weight=0.0010624104903940281 0.0010637297265254581 0.0012093590414964661 0.0012386071050540333 0.0010131541798672509 0.0013933310268408597 0.0012713888292733922 0.0015115340655374688 0.0010136894131017316 0.0017926722244884247 0.0013085315195335567 0.001014192580911677
leaf_count=503 396 113 113 233 549 204 160 151 486 123 90
internal_value=0 4.62573e-05 0.000387046 -2.70359e-05 -9.02202e-05 -2.04885e-05 8.37351e-05 0.000359724 -0.000133604 -0.000332857 0.000738264
internal_weight=0 0.0138302 0.00244797 0.0113822 0.0103691 0.00930534 0.00803395 0.00353942 0.00449453 0.00270186 0.00202788
internal_count=3121 2618 226 2392 2159 1763 1559 401 1158 672 241
is_linear=0
shrinkage=0.00196078


Tree=3515
num_leaves=10
num_cat=0
split_feature=484 4 12 0 0 16 150 13 4
split_gain=0.000136768 7.51715e-05 8.02042e-05 7.10829e-05 7.85089e-05 9.56918e-05 6.9879e-05 0.000119329 0.000107785
threshold=-0.0068949999999999992 0.27044500000000005 0.10711000000000002 0.041630000000000007 -0.053834999999999994 0.0065250000000000004 0.086135000000000017 -0.086589999999999986 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 6 7 -2 -9
right_child=1 -3 -4 -5 -6 -7 -8 8 -10
leaf_value=-0.00071262639642091113 -0.00043818450366375674 0.0004189554825661834 -0.00054312401887357206 0.00037583590477485777 -0.00047411438367823668 0.0005583632205578183 -0.000487511432082385 0.00057626539064013164 -0.00012398833463662942
leaf_weight=0.0010052029197547665 0.0013961184466658549 0.0017276574292168318 0.0010252599049617615 0.0018881867581468934 0.001372796633524161 0.001140946287273745 0.0011856704696556189 0.001775720607464625 0.0016125242420834492
leaf_count=503 306 346 196 184 134 262 180 827 183
internal_value=0 3.782e-05 -1.99547e-05 3.17601e-05 -4.48189e-05 3.80579e-05 -6.13788e-05 4.42263e-05 0.000243003
internal_weight=0 0.0131249 0.0113972 0.010372 0.00848378 0.00711098 0.00597003 0.00478436 0.00338824
internal_count=3121 2618 2272 2076 1892 1758 1496 1316 1010
is_linear=0
shrinkage=0.00196078


Tree=3516
num_leaves=9
num_cat=0
split_feature=50 3 47 1 0 49 43 3
split_gain=3.13524e-05 4.61672e-05 7.20369e-05 7.15795e-05 5.97661e-05 0.000115633 8.8429e-05 2.18937e-05
threshold=0.088425000000000017 -0.10519499999999998 0.077555000000000013 0.077845000000000011 -0.10011499999999998 -0.006494999999999999 -0.083134999999999987 0.048265000000000009
decision_type=2 2 2 2 2 2 2 2
left_child=1 3 4 -1 5 -3 -6 -4
right_child=-2 2 7 -5 6 -7 -8 -9
leaf_value=-0.0045969894332296224 -0.015550092148372614 -0.0032234379942586186 -0.026414089242358992 0.029254102226317892 0.015960513353941816 0.03634851949196382 -0.019823437371549728 -0.0064805825641759268
leaf_weight=0.0011704645377913125 0.001183431384068079 0.0017399055441889751 0.0012176535999531288 0.0013395650856414438 0.0011032978679968151 0.0012828927966507071 0.0018461391733047765 0.0010064121828619044
leaf_count=116 560 190 240 242 368 201 1136 68
internal_value=0 0.00160251 -0.00203143 0.0134688 0.0036896 0.0135711 -0.00643771 -0.017394
internal_weight=0 0.0107063 0.0081963 0.00251003 0.00597224 0.0030228 0.00294944 0.00222407
internal_count=3121 2561 2203 358 1895 391 1504 308
is_linear=0
shrinkage=0.1


Tree=3517
num_leaves=10
num_cat=0
split_feature=0 4 1 15 15 15 16 0 3
split_gain=3.06252e-05 7.0205e-05 5.50135e-05 5.82563e-05 3.90155e-05 0.000134074 8.16318e-05 7.99415e-05 6.15663e-05
threshold=0.041630000000000007 -0.49405499999999997 0.077565000000000009 0.088235000000000022 0.035560000000000008 -0.016799999999999995 -0.056919999999999991 -0.20211999999999997 -0.034684999999999994
decision_type=2 2 2 2 2 2 2 2 2
left_child=2 -2 3 -1 5 6 7 -4 -9
right_child=1 -3 4 -5 -6 -7 -8 8 -10
leaf_value=-0.033476057920407101 -0.0075445612506727933 0.029721317607707017 -0.010639297105211045 -0.0013236942118274339 -0.014283376941152504 0.037226953679527476 -0.01944821621796005 0.0024844876210579851 0.037410504890289256
leaf_weight=0.0010397332114665883 0.0010096493684957353 0.0010124668601091723 0.0014657628599038519 0.0012303992607500674 0.0012696596487341899 0.001067340867958992 0.001727677348857354 0.0010039822813145503 0.0010149319251055227
leaf_count=1160 127 125 99 394 384 145 318 157 212
internal_value=0 0.0111143 -0.00240007 -0.0160497 0.00170444 0.00493693 -0.00167514 0.00713662 0.0200422
internal_weight=0 0.00202212 0.00981949 0.00227013 0.00754935 0.0062797 0.00521235 0.00348468 0.00201891
internal_count=3121 252 2869 1554 1315 931 786 468 369
is_linear=0
shrinkage=0.1


Tree=3518
num_leaves=12
num_cat=0
split_feature=484 47 47 4 0 12 403 160 13 0 2
split_gain=0.000181605 8.3468e-05 0.000106767 0.00012313 9.60017e-05 0.00019713 0.000193121 0.000182326 0.000182159 0.000143143 6.05048e-05
threshold=-0.0068949999999999992 0.13148500000000005 0.09550500000000002 0.36766000000000004 -0.11013499999999998 0.088245000000000004 0.03138500000000001 0.086325000000000013 -0.074044999999999986 -0.077999999999999986 0.09142500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 7 9 8 10 -7 -6 -2
right_child=1 -3 -4 -5 5 6 -8 -9 -10 -11 -12
leaf_value=-0.00077530348852606072 0.0009014329305926667 -0.00048506255579687177 0.00055328863719259131 0.00063322058551719504 -0.0011016793656852988 0.00027303862870098236 0.00077308618690032885 -0.00043199926446170164 -0.00072951660997757728 -0.00021018551468416545 0.00024193808211767814
leaf_weight=0.0010944542617800047 0.0010559723081180498 0.0010232591876467032 0.0017089318144998681 0.0011568610296685692 0.0011424476668222068 0.0015795509353402799 0.0011875654989471872 0.0010443718759407528 0.0012467404315455273 0.0017580234050122707 0.001083760752928058
leaf_count=503 87 55 175 274 588 218 162 92 618 221 128
internal_value=0 5.40761e-05 9.663e-05 2.72939e-05 -4.21202e-05 -0.000171856 0.000109583 0.000239604 -0.000169211 -0.00056133 0.000567403
internal_weight=0 0.0139875 0.0129642 0.0112553 0.0100984 0.00691433 0.00401386 0.0031841 0.00282629 0.00290047 0.00213973
internal_count=3121 2618 2563 2388 2114 1807 998 307 836 809 215
is_linear=0
shrinkage=0.00196078


Tree=3519
num_leaves=10
num_cat=0
split_feature=50 160 12 1 2 48 3 13 2
split_gain=2.84058e-05 4.15957e-05 5.15988e-05 0.000106117 0.000120081 0.000134866 8.97599e-05 5.21958e-05 1.79403e-05
threshold=0.088425000000000017 -0.085579999999999976 0.097825000000000009 0.11181500000000001 0.088225000000000012 0.090390000000000012 -1.0000000180025095e-35 -0.014169999999999999 0.090675000000000019
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 6 7 -3 -6 -4
right_child=-2 2 8 -5 5 -7 -8 -9 -10
leaf_value=0.020435008643097878 -0.014789910263502971 -0.037929986084193262 0.023197623531296358 -0.027545640898635065 -0.014825692897794219 0.04190058584816822 0.0037340480787261526 0.012376601815232039 0.0043228103216644918
leaf_weight=0.0010510548099048793 0.0011822289111803894 0.0010699648088881701 0.0010017033185800706 0.0015596069113165394 0.0012470823352489736 0.0010883042174782975 0.0010006818511243414 0.0016239071675529541 0.0010126554320679384
leaf_count=385 560 709 105 273 342 128 69 276 274
internal_value=0 0.00154816 -0.00051882 -0.00429503 0.00171859 0.0119239 -0.017795 0.00056064 0.0137089
internal_weight=0 0.010655 0.00960391 0.00758955 0.00602994 0.00395929 0.00207065 0.00287099 0.00201436
internal_count=3121 2561 2176 1797 1524 746 778 618 379
is_linear=0
shrinkage=0.1


Tree=3520
num_leaves=13
num_cat=0
split_feature=484 403 42 43 15 131 133 160 0 16 3 0
split_gain=0.000118667 0.000127185 0.000116425 0.000114482 0.000155035 0.000152199 0.000115252 0.000120965 0.00013455 8.36638e-05 6.17559e-05 8.03396e-05
threshold=-0.0068949999999999992 0.096440000000000012 -0.11051499999999999 -0.17390999999999998 -0.10653 0.077555000000000027 0.083950000000000011 0.086075000000000013 -0.14001499999999997 -0.36241499999999999 -0.082974999999999979 -0.10151999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 9 6 7 8 -6 -5 -10 -12
right_child=1 -3 3 4 5 -7 -8 -9 10 -11 11 -13
leaf_value=-0.0006334220579769992 -0.0005501399640704005 -0.00063276443452211075 0.00066725538537854858 0.00013770648391796418 0.00059786941405395161 -0.00074694199516507848 0.00048415034238250492 -0.00065465973648457616 0.00020735369564049258 0.00090916612675143139 4.7543764784461158e-05 -0.00071626237303068973
leaf_weight=0.0010915932779870978 0.0010117919134929329 0.0010108842998653245 0.0014108401064099061 0.0010317415687822139 0.0012803866778803618 0.0010436181289905696 0.0018047088796271414 0.0011433790556122075 0.0011875370013573446 0.0011350598655885133 0.0010145112885527928 0.0011073410851926077
leaf_count=503 150 215 113 181 120 321 491 78 351 201 43 354
internal_value=0 3.74905e-05 8.89334e-05 0.000142112 7.3181e-05 -4.51513e-05 5.20117e-05 -8.40188e-05 5.8136e-05 0.000541829 -0.000150684 -0.000351067
internal_weight=0 0.0141818 0.0131709 0.0121591 0.0107483 0.00858148 0.00753786 0.00573316 0.00458978 0.0021668 0.00330939 0.00212185
internal_count=3121 2618 2403 2253 2140 1758 1437 946 868 382 748 397
is_linear=0
shrinkage=0.00196078


Tree=3521
num_leaves=12
num_cat=0
split_feature=484 4 12 156 42 16 12 2 3 2 43
split_gain=0.00019006 0.000109586 8.29728e-05 9.2913e-05 0.000116539 0.00013888 0.000130277 0.000152769 0.00016004 0.000115076 5.21278e-05
threshold=-0.0068949999999999992 0.27044500000000005 0.10711000000000002 0.084085000000000007 -1.0000000180025095e-35 -0.36241499999999999 0.089885000000000007 0.10855000000000002 -0.078934999999999991 0.086330000000000004 -0.074359999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 -6 7 8 -7 -10 -8
right_child=1 -3 -4 -5 5 6 10 -9 9 -11 -12
leaf_value=-0.00081344626651402201 -0.00032845337873830475 0.00051338725634968738 -0.00053491038932570382 -0.00048487645461086211 -0.00045303740848184882 -0.00072752710595331508 0.001023166376407041 0.00076827505258098168 0.00056294067578370509 -0.00028212660909624686 0.00040565655931759409
leaf_weight=0.0010398083412170864 0.0019333157069796403 0.0017563829811305361 0.0010597723580222746 0.0011591870906683286 0.0010522682822458138 0.0010129996567209577 0.0010624966728268459 0.0010972338234726542 0.0014238653668921988 0.0010967154114479988 0.0010400759324600524
leaf_count=503 604 346 196 340 64 398 105 93 103 110 259
internal_value=0 5.60959e-05 -1.11837e-05 3.98388e-05 0.000102422 0.000209416 0.000312942 0.000129163 -6.92911e-05 0.000195248 0.000717704
internal_weight=0 0.0136943 0.0119379 0.0108782 0.00971897 0.00778566 0.00673339 0.00463081 0.00353358 0.00252058 0.00210257
internal_count=3121 2618 2272 2076 1736 1132 1068 704 611 213 364
is_linear=0
shrinkage=0.00196078


Tree=3522
num_leaves=9
num_cat=0
split_feature=1 12 2 16 43 4 151 12
split_gain=2.82876e-05 5.55601e-05 4.89978e-05 7.37582e-05 6.83353e-05 0.000106212 7.32979e-05 3.26055e-05
threshold=0.12500000000000003 0.10711000000000002 0.088225000000000012 -0.088394999999999987 0.016310000000000002 -0.059649999999999988 -0.0083949999999999979 0.081420000000000006
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 -4 -7 -5
right_child=-2 -3 4 7 -6 6 -8 -9
leaf_value=-0.030943607338124512 0.012460228746385294 -0.023532736878844822 -0.021241615837037101 0.01341687055639447 0.025304228131684259 -0.007537013906948122 0.02375694166662938 -0.011218207560368744
leaf_weight=0.0010672023332793691 0.0015607968144903091 0.0010722445951050251 0.0015610026868699105 0.0010849010097659243 0.0013873376900986681 0.0012792473622870561 0.0018038784821185639 0.0010643250341980832
leaf_count=343 279 232 351 146 193 236 475 866
internal_value=0 -0.00198443 0.000513986 -0.00945363 0.00582946 1.17808e-05 0.0107725 0.00121726
internal_weight=0 0.0103201 0.00924789 0.00321643 0.00603147 0.00464413 0.00308313 0.00214923
internal_count=3121 2842 2610 1355 1255 1062 711 1012
is_linear=0
shrinkage=0.1


Tree=3523
num_leaves=11
num_cat=0
split_feature=484 15 133 13 43 0 48 42 4 2
split_gain=0.000217432 7.27044e-05 6.40526e-05 0.000119636 0.000120574 0.000223421 0.000212279 0.000162068 0.000134098 5.28947e-05
threshold=-0.0068949999999999992 -0.10653 0.10722500000000001 -0.095304999999999987 -0.074359999999999996 -0.10011499999999998 0.086260000000000017 0.091295000000000015 -0.033174999999999989 0.11215000000000001
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 9 3 -3 7 6 -6 8 -5 -2
right_child=1 2 -4 4 5 -7 -8 -9 -10 -11
leaf_value=-0.00086318093393611449 0.00061053308094610064 0.00046936503023667115 -0.00047307115307977313 0.00039413328386844347 0.00052237857393612908 -0.00079179487031493759 -0.00060696939031393553 0.00078462395032151834 -0.00057383178014892605 3.3239435489302244e-05
leaf_weight=0.001073910352330616 0.0013896118224469404 0.0019519232335851846 0.0010593943716178051 0.0010587927727072587 0.0016510148315045416 0.001910723403525846 0.001044870637304296 0.001208113611903476 0.001145649717633564 0.0010879500004225774
leaf_count=503 261 192 322 195 115 810 43 125 367 188
internal_value=0 5.35031e-05 -1.46725e-05 3.40308e-05 -7.19327e-05 -0.000278871 8.46662e-05 0.000207413 -0.000108919 0.000357031
internal_weight=0 0.013508 0.0110305 0.00997109 0.00801916 0.00460661 0.00269589 0.00341256 0.00220444 0.00247756
internal_count=3121 2618 2169 1847 1655 968 158 687 562 449
is_linear=0
shrinkage=0.00196078


Tree=3524
num_leaves=11
num_cat=0
split_feature=484 4 150 43 16 43 16 16 0 12
split_gain=0.000221661 0.000103826 6.99644e-05 9.79694e-05 0.000198413 0.000327176 0.000113155 0.000125216 7.84862e-05 0.000119321
threshold=-0.0068949999999999992 0.27044500000000005 0.096430000000000002 -0.074359999999999996 0.22339500000000004 -0.092909999999999979 0.22339500000000004 -0.0094449999999999968 -0.10224499999999999 0.088365000000000013
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 -2 7 8 -5 -10
right_child=1 -3 -4 6 -6 -7 -8 -9 9 -11
leaf_value=-0.00085918113826466771 -0.0005411531554878542 0.00049538768089914123 -0.00047872120429249794 -0.00042453920695275109 0.000950730707788281 0.00075247872963357817 -0.00061155649767087876 0.00058766953570021886 0.00053465463903141716 -0.00038182142207614754
leaf_weight=0.0010990830854437509 0.0017730126874716484 0.001796555135654348 0.001110908088723596 0.0019643583242293394 0.0011877256316982221 0.0013048285351430426 0.0013753666085530398 0.0011644921297438316 0.0011919146331402092 0.0010081431346522936
leaf_count=503 284 346 158 154 148 326 212 172 357 461
internal_value=0 5.55853e-05 -9.81865e-06 3.76668e-05 0.000269974 7.27273e-06 -0.000110138 1.92763e-05 -0.000139663 0.000114693
internal_weight=0 0.0138773 0.0120807 0.0109698 0.00426557 0.00307784 0.00670427 0.00532891 0.00416442 0.00220006
internal_count=3121 2618 2272 2114 758 610 1356 1144 972 818
is_linear=0
shrinkage=0.00196078


Tree=3525
num_leaves=10
num_cat=0
split_feature=0 16 13 52 13 15 15 48 2
split_gain=2.90277e-05 3.84274e-05 5.67551e-05 0.000101681 6.84287e-05 5.17862e-05 7.53603e-05 8.24083e-05 2.63798e-05
threshold=0.15398500000000004 0.26676500000000009 -0.010384999999999998 -0.013374999999999998 -0.086589999999999986 -0.11713499999999999 0.079055000000000014 0.086260000000000017 0.096325000000000008
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 8 -4 7 -7 -5
right_child=-2 -3 5 4 -6 6 -8 -9 -10
leaf_value=0.036801089043167978 0.015535259571871268 -0.018480772431125468 -0.025438747039207812 -0.021178443719730662 0.021666369864108116 0.019322608618812565 -0.024792188711664123 -0.012131127484928776 0.0014681719129288444
leaf_weight=0.001017128914717422 0.001080203313835861 0.001206325378308312 0.0011107659323891187 0.001054969337670481 0.0010076938562567886 0.0019528894384691761 0.0010450424670014318 0.0014524975473599183 0.0010037361194778608
leaf_count=495 60 362 171 339 759 258 401 127 149
internal_value=0 -0.00165414 0.000450471 0.00940255 0.000314413 -0.00612295 -0.00130199 0.00590667 -0.0101369
internal_weight=0 0.010851 0.00964472 0.00408353 0.0030664 0.0055612 0.00445043 0.00340539 0.00205871
internal_count=3121 3061 2699 1742 1247 957 786 385 488
is_linear=0
shrinkage=0.1


Tree=3526
num_leaves=12
num_cat=0
split_feature=484 15 15 15 3 0 160 4 2 13 0
split_gain=0.000126989 0.000130178 0.000109945 0.000125696 7.05234e-05 8.35414e-05 0.000136414 0.000120129 0.000107852 0.000133406 2.87158e-05
threshold=-0.0068949999999999992 -0.24436499999999997 -0.11713499999999999 -0.10091499999999999 -0.11255999999999998 -0.10011499999999998 0.08325500000000001 -0.0029599999999999995 0.088555000000000009 -0.090639999999999984 0.041630000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 -4 10 6 -6 8 -7 -10 -5
right_child=1 2 3 4 5 7 -8 -9 9 -11 -12
leaf_value=-0.0006435919045882293 0.00072201298319673817 -0.00058573834639105986 0.0006285084944026299 4.2627934811465971e-05 0.00049649136779151551 0.00033155545536690334 -0.00035822659922360027 -0.00067517195981976416 0.00018403194212998473 -0.00078652293632494206 0.00048432533314794827
leaf_weight=0.0011127721508455294 0.0010119325214437086 0.0011545490220694283 0.0012803428949341731 0.0010320138094877833 0.001823899582194987 0.0016224180183628087 0.0011839263696780122 0.0017252668972010093 0.001017110690314238 0.0011717976272632952 0.0012528945974872308
leaf_count=503 232 187 74 125 178 845 70 288 51 451 117
internal_value=0 4.41235e-05 -7.59296e-06 4.7528e-05 -2.11608e-05 -0.000102986 0.000160061 -0.00024589 -5.15682e-05 -0.000335539 0.000284826
internal_weight=0 0.0142762 0.0132642 0.0121097 0.0108293 0.00854442 0.00300783 0.00553659 0.00381133 0.00218891 0.00228491
internal_count=3121 2618 2386 2199 2125 1883 248 1635 1347 502 242
is_linear=0
shrinkage=0.00196078


Tree=3527
num_leaves=8
num_cat=0
split_feature=16 43 43 3 43 3 2
split_gain=3.01349e-05 5.17889e-05 6.15778e-05 8.43392e-05 8.48209e-05 8.41313e-05 0.000181712
threshold=0.38525000000000004 0.097930000000000017 -0.092909999999999979 -0.082974999999999979 -0.063379999999999978 0.090900000000000009 0.11215000000000001
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 -4 -5 -6 -7
right_child=-2 -3 3 4 5 6 -8
leaf_value=-0.015103940955892396 0.012741390746377848 -0.021876705004724554 0.02556270040520215 0.024362459950144789 -0.023661587751375932 0.032620651859236682 -0.018819389342708315
leaf_weight=0.0019897111276337568 0.0015866220407153844 0.0011696196471101252 0.0015349165777071329 0.0010784877167912136 0.0017987736900027182 0.001238293727799206 0.0015417078958820801
leaf_count=425 311 272 713 553 557 127 163
internal_value=0 -0.00205869 0.000465792 0.00477315 -0.00086743 -0.00681009 0.0040935
internal_weight=0 0.0103515 0.00918189 0.00719218 0.00565726 0.00457878 0.00278
internal_count=3121 2810 2538 2113 1400 847 290
is_linear=0
shrinkage=0.1


Tree=3528
num_leaves=9
num_cat=0
split_feature=1 13 3 52 2 12 12 13
split_gain=2.88476e-05 6.77741e-05 6.24063e-05 4.92361e-05 8.38072e-05 0.000100903 5.38316e-05 4.13751e-05
threshold=0.10752500000000002 -0.061684999999999997 0.11296500000000002 0.11434500000000002 0.092120000000000021 0.084100000000000022 0.088930000000000023 -0.019614999999999997
decision_type=2 2 2 2 2 2 2 2
left_child=3 -2 -3 4 5 -1 -6 -7
right_child=1 2 -4 -5 6 7 -8 -9
leaf_value=0.0062233575157523884 0.026291826637132872 0.011632144777486267 -0.019656137529206946 -0.02308623343098444 8.2815255055481671e-05 -0.039914022179073819 0.027168211266153344 -0.011244389892525668
leaf_weight=0.0019786159888815916 0.0012397400863146009 0.0014476652077400542 0.001139061346782988 0.0011048610588546455 0.0016147429459216298 0.0010064200193994973 0.0013449719006178766 0.0010070966447475265
leaf_count=354 306 221 63 390 273 656 413 445
internal_value=0 0.00706786 -0.00214561 -0.00347706 -0.000360569 -0.00981451 0.0123911 -0.0255744
internal_weight=0 0.00382647 0.00258673 0.00805671 0.00695185 0.00399213 0.00295971 0.00201352
internal_count=3121 590 284 2531 2141 1455 686 1101
is_linear=0
shrinkage=0.1


Tree=3529
num_leaves=9
num_cat=0
split_feature=1 12 43 16 2 48 16 2
split_gain=2.57714e-05 4.92089e-05 4.62777e-05 0.000105493 8.87602e-05 0.000113545 7.08036e-05 6.31193e-05
threshold=0.12500000000000003 0.10711000000000002 -0.17390999999999998 0.15891500000000003 0.099185000000000009 0.085845000000000019 -0.083134999999999987 0.11389000000000002
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 6 -4 -6
right_child=-2 -3 3 -5 7 -7 -8 -9
leaf_value=0.020506782285314443 0.011888237467023772 -0.022301878810966652 0.015517568936696863 -0.030874107244716287 0.034243655727776011 -0.035162086844790094 -0.012125119894117914 0.0015014675797138332
leaf_weight=0.0010229013669643969 0.0015629077590048326 0.0010597666568768578 0.0019830835970868262 0.0010994792804032193 0.0012072095465328805 0.0010128437797058314 0.0017393023408777174 0.0011492984854200141
leaf_count=124 279 232 546 387 214 232 948 159
internal_value=0 -0.00189502 0.000452085 -0.0020523 0.00241613 -0.00547604 0.00260139 0.0182749
internal_weight=0 0.0102739 0.00921412 0.00819122 0.00709174 0.00473523 0.00372239 0.00235651
internal_count=3121 2842 2610 2486 2099 1726 1494 373
is_linear=0
shrinkage=0.1


Tree=3530
num_leaves=9
num_cat=0
split_feature=3 39 51 4 52 4 13 52
split_gain=2.46917e-05 5.6245e-05 5.47731e-05 8.45843e-05 6.14229e-05 6.8342e-05 8.15055e-05 8.29787e-05
threshold=0.149315 0.085220000000000004 0.087505000000000013 -0.35136499999999998 0.090245000000000006 -0.076229999999999978 -0.063184999999999977 -0.061194999999999992
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 -5 -7 -8
right_child=-2 -3 -4 4 -6 6 7 -9
leaf_value=-0.027334487720342616 0.013683732621430973 0.020226239095939229 -0.021025397235746153 0.027403232230975405 -0.016476519251208206 -0.019327442730140972 0.031788033630672452 -0.0024048503368828216
leaf_weight=0.0010335387485451196 0.0011752978935580137 0.0010630674711130028 0.0015808557016728795 0.0013535093300674024 0.0012769609964962542 0.0012956175108464127 0.0011496245416215977 0.0018548373817837908
leaf_count=158 168 302 332 567 509 605 204 276
internal_value=0 -0.00159258 -0.00402265 -0.000647641 0.00333211 0.00780624 0.00163781 0.0106787
internal_weight=0 0.010608 0.00954494 0.00796409 0.00693055 0.00565359 0.00430008 0.00300446
internal_count=3121 2953 2651 2319 2161 1652 1085 480
is_linear=0
shrinkage=0.1


Tree=3531
num_leaves=10
num_cat=0
split_feature=484 1 42 42 51 15 4 16 2
split_gain=0.000123533 7.97884e-05 0.000128111 8.68033e-05 0.0001018 0.000148563 0.000158886 9.65157e-05 5.50404e-05
threshold=-0.0068949999999999992 0.12811000000000003 0.092145000000000019 -1.0000000180025095e-35 -0.076794999999999988 -0.10653 -0.0024449999999999997 -0.094359999999999986 0.092755000000000018
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 -5 -6 8 -8 -7
right_child=1 -3 -4 4 5 6 7 -9 -10
leaf_value=-0.00066419269510210053 -0.00031165516769903314 0.00044492167116830825 -0.00049245269631309507 -0.00038267290123993394 0.00084658014661038018 0.00067379495978386493 -0.00063121884988502587 0.00010645552235747118 0.00014448544468449398
leaf_weight=0.0010284992799720954 0.0018558659637342148 0.0016487611726535576 0.0018308603048458735 0.0011520062551510302 0.0012934032743800042 0.0015831861513758349 0.0012533303630679078 0.0014956841688354922 0.0014443953046808233
leaf_count=503 774 243 471 259 124 377 122 97 151
internal_value=0 4.06587e-05 -1.53114e-05 7.13715e-05 0.000157828 0.000245899 0.000111404 -0.000229865 0.000421273
internal_weight=0 0.0135575 0.0119087 0.0100779 0.00822201 0.00707 0.0057766 0.00274901 0.00302758
internal_count=3121 2618 2375 1904 1130 871 747 219 528
is_linear=0
shrinkage=0.00196078


Tree=3532
num_leaves=13
num_cat=0
split_feature=48 2 159 130 133 52 133 52 16 1 1 48
split_gain=0.000121574 0.000188155 0.00014214 0.000146182 0.00012124 0.000196415 0.000154934 0.000291354 0.000163944 9.48817e-05 9.14954e-05 5.91743e-05
threshold=0.12879500000000002 0.11293500000000002 0.091005000000000016 -0.0015749999999999998 -0.038089999999999992 0.11125500000000001 0.099660000000000012 0.0031350000000000002 -0.25582999999999995 0.094385000000000011 0.10612500000000001 0.083985000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -5 6 7 8 -6 11 -3 -10
right_child=-2 10 -4 4 5 -7 -8 -9 9 -11 -12 -13
leaf_value=-0.00067631664085970888 -0.00066624739648818378 7.4442230585050257e-05 -0.00076911611126426497 -0.00053759222076935607 0.0008396985788836275 -0.00058998291627538593 -0.00041952613461910296 0.0012626689988938882 -0.00059610195068480196 0.00034837313338328198 0.00083660170237027215 4.4783866731587158e-05
leaf_weight=0.0010996640356436714 0.0010072786044985878 0.0010222440420630556 0.0010099429187205656 0.0010873489032247894 0.0011456563496844425 0.0011637768070425934 0.0010493741493595747 0.001200857353029567 0.0010896362826545995 0.0016719813230189028 0.0014856945164327239 0.0011265818387093951
leaf_count=246 90 192 254 414 108 331 283 198 397 234 258 116
internal_value=0 3.87792e-05 -6.6141e-05 6.17158e-07 7.86857e-05 0.000158009 0.000277515 0.000394835 0.000187808 -4.27145e-06 0.000525943 -0.000270317
internal_weight=0 0.0141528 0.0116448 0.0106349 0.00953521 0.00844786 0.00728409 0.00623471 0.00503386 0.0038882 0.00250794 0.00221622
internal_count=3121 3031 2581 2327 2081 1667 1336 1053 855 747 450 513
is_linear=0
shrinkage=0.00196078


Tree=3533
num_leaves=10
num_cat=0
split_feature=42 51 43 42 2 2 1 15 3
split_gain=2.97413e-05 5.15223e-05 5.65426e-05 7.16599e-05 4.0192e-05 7.23425e-05 6.3844e-05 5.05966e-05 2.56495e-05
threshold=-1.0000000180025095e-35 -0.076794999999999988 -0.14968999999999996 0.092145000000000019 0.089775000000000008 0.10613000000000002 0.092390000000000014 -0.074054999999999996 -0.059315
decision_type=2 2 2 2 2 2 2 2 2
left_child=8 -2 -3 4 6 -6 -4 -7 -1
right_child=1 2 3 -5 5 7 -8 -9 -10
leaf_value=-0.022423614441249989 -0.016352076228848125 0.027026872046534034 -0.022847395349382016 -0.022784251028455577 0.025507007506672109 0.016590091280765849 0.012107035408464355 -0.012724186895107915 8.0202098593935942e-05
leaf_weight=0.0010069214785329945 0.0012982726467943234 0.0010278699895658943 0.0010550965634508642 0.0010083000167847612 0.0019744264218740136 0.0010214559094320931 0.0010352340774646279 0.0013900613711481206 0.0010190887763954579
leaf_count=721 422 114 524 487 260 157 166 129 141
internal_value=0 0.00220423 0.00503434 0.00201406 0.00587495 0.0113135 -0.00553625 -0.000307422 -0.0111041
internal_weight=0 0.00981072 0.00851244 0.00748457 0.00647627 0.00438594 0.00209033 0.00241152 0.00202601
internal_count=3121 2259 1837 1723 1236 546 690 286 862
is_linear=0
shrinkage=0.1


Tree=3534
num_leaves=9
num_cat=0
split_feature=0 1 15 2 3 43 48 0
split_gain=2.64268e-05 4.23677e-05 5.37613e-05 4.17393e-05 7.43243e-05 8.301e-05 5.26035e-05 7.88304e-05
threshold=0.15398500000000004 0.077565000000000009 0.035560000000000008 0.11474000000000002 -0.074084999999999998 -0.079109999999999986 0.083985000000000018 -0.10224499999999999
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 -3 7 -6
right_child=-2 3 -4 -5 6 -7 -8 -9
leaf_value=-0.026859736938566338 0.014996030296291438 -0.007204372270333239 0.00059940924201207864 0.016383081583903846 -0.039957850934887393 0.030274127850812512 0.0040984707576593215 -0.0026935510562954845
leaf_weight=0.0013126648942240412 0.0010601606401291928 0.0011287511200434451 0.0015608004840233951 0.0016498746473827524 0.0010467936557453927 0.0012403923545765672 0.0015530649646234573 0.0012403242527492392
leaf_count=816 60 207 776 320 115 409 181 237
internal_value=0 -0.00155373 -0.0119446 0.00224534 -0.00151119 0.0124179 -0.0101045 -0.0197491
internal_weight=0 0.0107327 0.00287347 0.0078592 0.00620933 0.00236914 0.00384018 0.00228712
internal_count=3121 3061 1592 1469 1149 616 533 352
is_linear=0
shrinkage=0.1


Tree=3535
num_leaves=12
num_cat=0
split_feature=484 403 42 131 15 13 3 3 15 52 3
split_gain=0.000157288 0.000136829 9.30933e-05 0.00010137 7.49676e-05 0.000174373 8.83638e-05 7.68295e-05 0.000105927 0.000119847 4.72946e-05
threshold=-0.0068949999999999992 0.096440000000000012 0.09832500000000001 0.084390000000000007 0.024640000000000006 -0.074044999999999986 -0.10519499999999998 -1.0000000180025095e-35 -0.016799999999999995 -0.07167999999999998 0.10542000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 6 -6 -2 -8 9 -9 -11
right_child=1 -3 -4 -5 5 -7 7 8 -10 10 -12
leaf_value=-0.00072736579614332076 0.00056158439154427938 -0.00065114973148080145 0.00058898173144812898 -0.00050739994979361026 0.00035904468001562556 -0.00073801224824055845 -0.00037106674162410146 -0.00046511279209675744 0.00063317035460772834 0.00052859299754851746 -5.8791335588764522e-06
leaf_weight=0.0011020099349128209 0.0018677058311035262 0.0010168517088688855 0.0013215187749438797 0.0011707626145337517 0.0010578899574796869 0.0011765375123883271 0.0011967304333788563 0.0013365297639080786 0.0014390763321112613 0.0012664022185050611 0.0012798009282253379
leaf_count=503 209 215 331 356 239 362 577 71 81 61 116
internal_value=0 4.17523e-05 9.54838e-05 4.01753e-05 0.000100537 -0.000218611 0.00018557 7.7834e-05 0.00017878 1.03664e-05 0.000259951
internal_weight=0 0.0141298 0.013113 0.0117914 0.0106207 0.00223443 0.00838625 0.00651854 0.00532181 0.00388273 0.0025462
internal_count=3121 2618 2403 2072 1716 601 1115 906 329 248 177
is_linear=0
shrinkage=0.00196078


Tree=3536
num_leaves=9
num_cat=0
split_feature=0 4 13 52 1 43 47 4
split_gain=2.38608e-05 7.07516e-05 4.88688e-05 7.85185e-05 5.69106e-05 0.000112595 5.76847e-05 6.74248e-05
threshold=-0.019414999999999998 -0.49405499999999997 0.021350000000000004 0.070205000000000017 0.079415000000000013 -0.04890499999999999 0.083310000000000009 0.0061450000000000003
decision_type=2 2 2 2 2 2 2 2
left_child=2 -2 3 4 -1 -6 7 -7
right_child=1 -3 -4 -5 5 6 -8 -9
leaf_value=-0.026473378518580115 -0.011765835906480435 0.021566064542054272 -0.019917665520149785 0.019555643176190834 0.028090129625764317 -0.014916714990004964 -0.025322580587183875 0.016915752521678921
leaf_weight=0.0010058907587101778 0.0010593163798952865 0.0015966827510671836 0.0013689535681023031 0.0017020225112146714 0.0010871786984095041 0.0013972136246467887 0.0013189607498705416 0.0012703922201748874
leaf_count=728 144 221 333 834 302 315 108 136
internal_value=0 0.008272 -0.00249429 0.000570845 -0.00474404 -0.000436107 -0.00821551 0.000242841
internal_weight=0 0.002656 0.00915061 0.00778166 0.00607964 0.00507375 0.00398657 0.00266761
internal_count=3121 365 2756 2423 1589 861 559 451
is_linear=0
shrinkage=0.1


Tree=3537
num_leaves=13
num_cat=0
split_feature=484 4 12 13 16 52 0 2 2 12 0 0
split_gain=0.000155324 0.000115319 8.27908e-05 0.000111146 0.000100859 0.000124948 0.000211597 0.000104205 0.000135927 8.58251e-05 6.04773e-05 0.000120919
threshold=-0.0068949999999999992 0.27044500000000005 0.10711000000000002 -0.094514999999999988 -0.084119999999999986 0.096795000000000006 -0.053834999999999994 0.088475000000000012 0.09358000000000001 0.088305000000000008 -0.10836499999999999 -0.078904999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 9 7 6 10 -5 -9 -2 -6 -12
right_child=1 -3 -4 4 5 -7 -8 8 -10 -11 11 -13
leaf_value=-0.00073855398587256552 3.493864871536775e-05 0.00049396987744715348 -0.00055740432090449466 -0.00088024835885766746 0.00060928089747298636 0.00061758728586954815 -0.00065772907737118955 0.00040275057911820468 -0.00061149861762047097 0.00082628136247200423 -0.00039123253927346403 0.00053192178572509369
leaf_weight=0.0010648914460979408 0.0010711681099383431 0.0018529346377560022 0.0010496642003135865 0.0010132353528947988 0.0010231400916276604 0.0012700569779212564 0.0015953765352213138 0.0010039220033915483 0.0010284302826670463 0.0010370633487391395 0.0011894614852217809 0.0010076342055017735
leaf_count=503 146 346 196 351 94 264 229 82 99 71 491 249
internal_value=0 3.79815e-05 -3.07716e-05 1.8411e-05 -7.52799e-05 7.0502e-05 -7.37849e-05 -0.00036658 -0.000110489 0.000424209 0.000215514 3.21454e-05
internal_weight=0 0.0141421 0.0122892 0.0112395 0.00913126 0.00608567 0.00481561 0.00304559 0.00203235 0.00210823 0.00322024 0.0021971
internal_count=3121 2618 2272 2076 1859 1327 1063 532 181 217 834 740
is_linear=0
shrinkage=0.00196078


Tree=3538
num_leaves=12
num_cat=0
split_feature=484 133 133 15 3 3 15 13 16 0 43
split_gain=8.05119e-05 7.10067e-05 9.2966e-05 0.000125725 0.0001652 0.00013359 0.000124626 0.000119017 0.000113127 9.82727e-05 5.18889e-05
threshold=-1.0000000180025095e-35 0.10722500000000001 0.083950000000000011 0.024640000000000006 -0.10519499999999998 -0.0087149999999999988 -0.016799999999999995 -0.012549999999999997 -0.056919999999999991 -0.23001499999999997 -0.086304999999999979
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 10 -6 8 -5 9 -7 -2
right_child=1 -3 -4 7 5 6 -8 -9 -10 -11 -12
leaf_value=-0.00052352149202124513 0.00092570526356448976 -0.00045823425849234929 0.00053393962165531553 1.1254718570787807e-05 -0.00056946378672758757 -0.00016900076759456274 0.00072973500849670369 -0.00090124559930973049 -0.00057896337026515907 0.00059801404560714004 0.0002959342276229889
leaf_weight=0.0010786848249952326 0.0010079506740498512 0.0010351061624313358 0.0014971775663015314 0.0012116445993151526 0.0013946922430455077 0.0014286044127871378 0.00101554453641117 0.0010056676218557969 0.0010816860462591893 0.0011667114529507073 0.0010040613449498314
leaf_count=515 63 363 422 398 452 74 83 344 102 144 161
internal_value=0 3.42004e-05 7.73469e-05 1.10845e-05 0.000124341 -3.66554e-05 0.000121703 -0.000402612 -4.62284e-05 0.000175807 0.000611428
internal_weight=0 0.0128488 0.0118137 0.0103166 0.00809925 0.00608724 0.00469255 0.00221731 0.003677 0.00259532 0.00201201
internal_count=3121 2606 2243 1821 1079 855 403 742 320 218 224
is_linear=0
shrinkage=0.00196078


Tree=3539
num_leaves=10
num_cat=0
split_feature=484 4 12 156 42 16 12 2 0
split_gain=0.000125233 9.23434e-05 6.20855e-05 6.98162e-05 9.19674e-05 0.00012865 9.25835e-05 0.000163029 0.000101285
threshold=-0.0068949999999999992 0.27044500000000005 0.10711000000000002 0.084085000000000007 -1.0000000180025095e-35 -0.36241499999999999 0.089885000000000007 0.10855000000000002 -0.091069999999999984
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 -6 7 8 -7
right_child=1 -3 -4 -5 5 6 -8 -9 -10
leaf_value=-0.00080031653269896125 -0.00044822801811133015 0.0003172402122439764 -0.00061333985053236412 -0.00057388253030881114 -0.00059347029972667189 7.4587082033042044e-05 0.00049617588021052888 0.00064920706975727586 -0.00060982471755435385
leaf_weight=0.0010778310013770274 0.0019230269206518763 0.0017293869709372059 0.001092309025102896 0.0011700536181227924 0.0010788925668192596 0.0018719422103220136 0.0019383180168860148 0.00107009294145477 0.0014954439401804415
leaf_count=503 604 346 196 340 64 172 364 93 439
internal_value=0 -0.000105533 -0.000168345 -0.000122262 -6.5914e-05 3.27085e-05 0.000138669 -1.74928e-05 -0.000229358
internal_weight=0 0.0133695 0.0116401 0.0105478 0.00937772 0.00745469 0.0063758 0.00443748 0.00336739
internal_count=3121 2618 2272 2076 1736 1132 1068 704 611
is_linear=0
shrinkage=0.00196078


Tree=3540
num_leaves=9
num_cat=0
split_feature=131 151 16 47 16 16 4 12
split_gain=2.84718e-05 4.8219e-05 8.77155e-05 6.20907e-05 9.29478e-05 0.000125419 9.36694e-05 7.54535e-05
threshold=0.088610000000000008 -0.086944999999999981 -0.48836499999999994 0.09550500000000002 -0.0048099999999999992 -0.083134999999999987 -0.0029599999999999995 0.09141500000000001
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 6 -4 -6
right_child=-2 2 3 -5 7 -7 -8 -9
leaf_value=0.022084500818857114 -0.015623515042413516 0.02404924055029016 0.012484411556052981 0.015055885024342019 -0.01018001603815669 -0.042595561594566449 -0.027204748413350299 0.0198418411919212
leaf_weight=0.0010140010382201558 0.0010910929307577583 0.0012384022583864134 0.0013495354164797611 0.0013730450421012529 0.0017754726260151656 0.0014039918721073267 0.0010630449806533987 0.0015840435723172993
leaf_count=241 443 207 410 147 409 714 253 297
internal_value=0 0.00132659 -0.000823956 -0.00442701 -0.0081548 -0.0188325 -0.00500365 0.00397557
internal_weight=0 0.0108015 0.00978754 0.00854913 0.00717609 0.00381657 0.00241258 0.00335952
internal_count=3121 2678 2437 2230 2083 1377 663 706
is_linear=0
shrinkage=0.1


Tree=3541
num_leaves=9
num_cat=0
split_feature=13 39 48 51 1 52 16 0
split_gain=2.44372e-05 4.86704e-05 5.36905e-05 9.61469e-05 0.000103646 8.3261e-05 0.000100123 6.30536e-05
threshold=-0.23438999999999996 0.085220000000000004 0.11280000000000003 0.087505000000000013 0.111945 0.090245000000000006 -0.056919999999999991 -0.10224499999999999
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 6 7 -2
right_child=1 -3 -4 -5 -6 -7 -8 -9
leaf_value=0.012338538123630331 -0.0029924988970287006 0.018427449420711103 -0.025550486588433504 -0.028311979983206684 0.02937175835591075 -0.023641062827547518 -0.014123499897564821 0.028215428799228649
leaf_weight=0.0013719375982336772 0.001056397584518004 0.0010628353797233698 0.0010422681358569713 0.0011514779450950757 0.0012200834313725664 0.0014317813192995035 0.0018252709940280712 0.0016722414782978662
leaf_count=169 132 298 95 310 148 496 855 618
internal_value=0 -0.0018558 -0.0041493 -0.00148026 0.00280743 -0.00260727 0.0040059 0.0161332
internal_weight=0 0.0104624 0.00939952 0.00835725 0.00720577 0.00598569 0.00455391 0.00272864
internal_count=3121 2952 2654 2559 2249 2101 1605 750
is_linear=0
shrinkage=0.1


Tree=3542
num_leaves=9
num_cat=0
split_feature=42 457 16 157 48 43 16 3
split_gain=2.80112e-05 5.01105e-05 5.83706e-05 7.28071e-05 0.000108489 6.05811e-05 8.92866e-05 2.41351e-05
threshold=-1.0000000180025095e-35 0.045365000000000009 -0.36241499999999999 -1.0000000180025095e-35 0.085485000000000019 -0.074359999999999996 -0.056919999999999991 -0.059315
decision_type=2 2 2 2 2 2 2 2
left_child=7 2 -2 -4 5 -5 -7 -1
right_child=1 -3 3 4 -6 6 -8 -9
leaf_value=-0.021927450755193915 -0.017851389234967353 0.019181729113656915 -0.021498274443380514 0.018378521597894545 0.037143298034895827 0.010425433010975246 -0.022873947068042504 -6.3888954436817065e-05
leaf_weight=0.0010018830212924087 0.0016423669145312278 0.0014500698986871377 0.0010126879012612739 0.0014135406567372644 0.0010199679347023842 0.0015885644112152968 0.0016329220279793426 0.0010178520402288073
leaf_count=721 291 243 439 313 236 393 344 141
internal_value=0 0.00202857 -0.000964581 0.00319494 0.00761696 0.00111949 -0.00645351 -0.0109092
internal_weight=0 0.00976012 0.00831005 0.00666768 0.005655 0.00463503 0.00322149 0.00201974
internal_count=3121 2259 2016 1725 1286 1050 737 862
is_linear=0
shrinkage=0.1


Tree=3543
num_leaves=9
num_cat=0
split_feature=52 52 52 15 2 2 13 12
split_gain=2.64435e-05 5.76749e-05 4.66289e-05 5.04668e-05 7.27046e-05 0.000150532 7.39645e-05 2.96681e-05
threshold=-0.26636999999999994 -0.081429999999999989 -0.0064899999999999992 -0.11713499999999999 0.095195000000000016 0.11018500000000002 -0.015874999999999997 0.088930000000000023
decision_type=2 2 2 2 2 2 2 2
left_child=-1 -2 -3 -4 6 -6 -5 -8
right_child=1 2 3 4 5 -7 7 -9
leaf_value=-0.015223964647160918 0.019338850464366945 -0.01692690326238994 -0.01656400593872525 -0.0034755967574152859 -0.031880565070635136 0.01680230883598912 0.014319697574647215 0.03720521098267205
leaf_weight=0.0010613642639220296 0.0015238511819165692 0.0016439962741680528 0.0012627420245899341 0.001433841741291774 0.0012771161363545596 0.0012635646995385998 0.0011549179043373902 0.0011117379365383484
leaf_count=354 417 438 330 681 229 190 270 212
internal_value=0 0.00132671 -0.00167373 0.00166801 0.00535679 -0.00766896 0.0143 0.0255445
internal_weight=0 0.0106718 0.00914792 0.00750392 0.00624118 0.00254068 0.0037005 0.00226666
internal_count=3121 2767 2350 1912 1582 419 1163 482
is_linear=0
shrinkage=0.1


Tree=3544
num_leaves=10
num_cat=0
split_feature=13 12 4 52 4 15 3 15 43
split_gain=2.827e-05 4.43878e-05 9.08459e-05 4.74108e-05 7.92141e-05 8.37161e-05 0.000145833 7.53744e-05 3.32966e-05
threshold=-0.23438999999999996 0.092355000000000007 0.09173000000000002 0.077655000000000016 -0.04890499999999999 -0.016799999999999995 0.097915000000000016 -0.10091499999999999 -0.014584999999999999
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 4 -2 6 7 -6 -5
right_child=1 2 -4 8 5 -7 -8 -9 -10
leaf_value=0.013397465775786245 -0.023773524399028551 -0.03655293136685666 0.003695929131810854 0.0027224826231378157 0.030049969403186074 0.026969769792013005 -0.034512554709391116 -0.0079831238235984897 0.026709713288822851
leaf_weight=0.0013603396807884633 0.0014270485550098889 0.0010140402238879897 0.0012546219098719495 0.0012830658471856818 0.0010205495774311408 0.0011169550670889327 0.0010894685807626425 0.001064685076042774 0.0010540918602071833
leaf_count=169 425 762 137 337 236 211 82 413 349
internal_value=0 -0.00193867 -0.0142944 0.0015409 -0.0033634 0.0034233 -0.00486104 0.0106309 0.0135411
internal_weight=0 0.0103245 0.00226866 0.00805586 0.00571871 0.00429166 0.0031747 0.00208523 0.00233716
internal_count=3121 2952 899 2053 1367 942 731 649 686
is_linear=0
shrinkage=0.1


Tree=3545
num_leaves=11
num_cat=0
split_feature=484 4 12 12 42 42 43 0 48 2
split_gain=0.000128194 0.00011808 7.16703e-05 9.11265e-05 0.000117294 8.26753e-05 9.50404e-05 0.000108249 0.000102577 2.39411e-06
threshold=-0.0068949999999999992 0.27044500000000005 0.10711000000000002 0.097825000000000009 0.092395000000000019 -1.0000000180025095e-35 -0.08287499999999999 -0.10096999999999999 0.086260000000000017 0.085785000000000014
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 -2 -7 8 9 -8
right_child=1 -3 -4 -5 -6 6 7 -9 -10 -11
leaf_value=-0.00066720192205949307 -0.00033982278469927776 0.00050192929916385528 -0.00052292501793623847 0.0005141765824866508 -0.00066132207089442726 0.00057415563629561268 0.00042975511022174415 -0.00036842205984335112 -0.00020099633253378599 0.0005649303084407501
leaf_weight=0.0010702039177635419 0.0018614644842035819 0.0018242777489812989 0.001049979879163109 0.0012385655214784521 0.0010749897840688855 0.0014373962883058224 0.0010128430749005747 0.0019032814673711502 0.0013530964393996259 0.0010021912478231313
leaf_count=503 561 346 196 199 301 267 39 556 79 74
internal_value=0 3.73242e-05 -3.36982e-05 1.34982e-05 -5.07948e-05 2.57851e-05 0.000127229 5.36183e-06 0.000216582 0.000496985
internal_weight=0 0.0137581 0.0119338 0.0108838 0.00964526 0.00857027 0.00670881 0.00527141 0.00336813 0.00201503
internal_count=3121 2618 2272 2076 1877 1576 1015 748 192 113
is_linear=0
shrinkage=0.00196078


Tree=3546
num_leaves=11
num_cat=0
split_feature=484 15 13 151 2 0 13 0 0 1
split_gain=8.33754e-05 9.02965e-05 0.000123099 0.000106797 0.00013486 0.000119598 9.38193e-05 8.73857e-05 0.000160519 5.39963e-05
threshold=-1.0000000180025095e-35 1.0000000180025095e-35 -0.0034749999999999994 -0.044604999999999992 0.10672500000000001 -0.13027499999999997 -0.086589999999999986 -0.078904999999999989 0.047850000000000011 0.11103500000000001
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 3 6 -2 5 -5 -3 -7 -9 -6
right_child=1 2 -4 4 9 7 -8 8 -10 -11
leaf_value=-0.00053361476756145826 -0.00030416542106184323 -0.00033036540408775669 -0.00069732174242127343 0.0006346291427224305 0.00088559704670450106 -0.00047777345442182343 0.00047674546462929732 0.00052902153886930081 -0.0004349891176792369 0.00028698422826010038
leaf_weight=0.0010805084528359753 0.0017382509626919221 0.0011672944898015528 0.0013556983337578658 0.0011026069104705973 0.0013280430650649934 0.0014624563588611309 0.001053401914746714 0.0015531242699424706 0.0011601278897787094 0.0010276209002793805
leaf_count=515 357 225 292 92 216 398 564 170 107 185
internal_value=0 3.33268e-05 -0.000231738 0.000134474 0.000234352 6.02497e-05 5.24929e-05 -9.14167e-05 0.000116831 0.000624462
internal_weight=0 0.0129486 0.00357639 0.00937223 0.00763398 0.00527832 0.0022207 0.00417571 0.00271325 0.00235566
internal_count=3121 2606 1081 1525 1168 767 789 675 277 401
is_linear=0
shrinkage=0.00196078


Tree=3547
num_leaves=8
num_cat=0
split_feature=4 16 2 133 52 0 47
split_gain=2.79416e-05 4.51579e-05 7.90796e-05 6.74659e-05 8.18945e-05 8.89032e-05 6.96622e-05
threshold=0.27287000000000006 -0.36241499999999999 0.11093500000000002 0.090310000000000015 0.077655000000000016 -0.10607499999999999 0.091680000000000011
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 4 5 -3 -7
right_child=-2 2 -4 -5 -6 6 -8
leaf_value=-0.019882585909139581 0.012160489071238866 0.009792094585893963 0.020202216824159739 -0.02683652077245538 0.019229262378812069 -0.031942417027258155 0.0012802764627626959
leaf_weight=0.0012504922574003473 0.0015919015610400015 0.00186089591900401 0.0016453545783619147 0.0011045080161023579 0.0016284163822279478 0.0015900155744955368 0.0010465683924703213
leaf_count=139 352 180 345 466 615 887 137
internal_value=0 -0.0020914 0.000415168 -0.00408758 1.4083e-05 -0.00694322 -0.018755
internal_weight=0 0.0101263 0.00887576 0.0072304 0.0061259 0.00449748 0.00263658
internal_count=3121 2769 2630 2285 1819 1204 1024
is_linear=0
shrinkage=0.1


Tree=3548
num_leaves=11
num_cat=0
split_feature=484 4 42 47 4 3 13 15 0 2
split_gain=0.000148865 9.50957e-05 5.67807e-05 9.04538e-05 0.000117863 9.85601e-05 6.00691e-05 5.79879e-05 0.000176533 0.000130593
threshold=-0.0068949999999999992 0.27044500000000005 0.10194000000000002 0.09550500000000002 0.033845000000000007 0.10732000000000001 -0.0079349999999999993 -0.094549999999999981 -0.077999999999999986 0.08919500000000001
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 7 -6 -2 -9 -10
right_child=1 -3 -4 -5 6 -7 -8 8 9 -11
leaf_value=-0.00073276579983977473 0.00037407128270412201 0.00048367772701394022 -0.00045327504967105926 0.00043679074691061278 -0.000133273093928382 0.00054993411221508019 -0.00078991384074124013 -0.0006016423790625177 0.00070673002205630451 -0.00021119438660150184
leaf_weight=0.0010028862619392625 0.0010305432271276423 0.0017003131408911349 0.0010261036694836174 0.0017513028191846044 0.0011075986714483826 0.0013538535764286985 0.001037184145901331 0.0018395605991680395 0.0010910002687368001 0.0013130730247657464
leaf_count=503 131 346 256 172 131 88 72 966 163 293
internal_value=0 5.07412e-05 -1.29916e-05 2.99362e-05 -5.12835e-05 7.80018e-05 -0.000450815 -4.31408e-05 -0.000144458 0.000205372
internal_weight=0 0.0132505 0.0115502 0.0105241 0.00877281 0.00662803 0.00214478 0.00527418 0.00424363 0.00240407
internal_count=3121 2618 2272 2016 1844 1641 203 1553 1422 456
is_linear=0
shrinkage=0.00196078


Tree=3549
num_leaves=12
num_cat=0
split_feature=484 47 15 13 43 0 48 42 133 2 43
split_gain=0.000184652 9.01424e-05 0.000125314 9.83315e-05 0.000100759 0.000217659 0.000176605 9.62155e-05 0.000137111 8.82231e-05 3.70843e-05
threshold=-0.0068949999999999992 0.13148500000000005 -0.10653 -0.095304999999999987 -0.074359999999999996 -0.10011499999999998 0.086260000000000017 -1.0000000180025095e-35 1.0000000180025095e-35 0.11215000000000001 0.0010100000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 9 10 7 6 -6 -5 -9 -2 -4
right_child=1 -3 3 4 5 -7 -8 8 -10 -11 -12
leaf_value=-0.00080019786550942172 0.00086041349701872607 -0.0005204311109420056 8.1722567988073053e-05 -0.00036520152215498082 0.00044417278492833576 -0.00081894913718156561 -0.00059009566185807291 0.00078617109127005727 -0.00013752291062456173 9.201951809657099e-05 0.00058051132193939889
leaf_weight=0.0010684847600486878 0.0012383021318395 0.0010001984404224276 0.0010462277427333118 0.001004533532234367 0.0016932229421917672 0.0018296084585654273 0.0010153711750948702 0.001320653302535911 0.0011609746684321035 0.0010716388133949419 0.0012672058592964053
leaf_count=503 256 55 126 259 117 1004 38 207 310 181 65
internal_value=0 4.62311e-05 9.10435e-05 -1.21587e-06 -0.000103896 -0.00029647 5.64564e-05 0.000146792 0.000354041 0.000503936 0.000354939
internal_weight=0 0.0136479 0.0126477 0.0103378 0.00802436 0.0045382 0.00270859 0.00348616 0.00248163 0.00230994 0.00231343
internal_count=3121 2618 2563 2126 1935 1159 155 776 517 437 191
is_linear=0
shrinkage=0.00196078


Tree=3550
num_leaves=11
num_cat=0
split_feature=484 42 15 16 0 3 12 0 49 15
split_gain=0.000139364 6.8842e-05 0.000113859 8.63343e-05 7.33736e-05 0.000135424 0.000141056 0.000118188 9.95049e-05 9.72873e-05
threshold=-0.0068949999999999992 0.10256000000000001 -0.10653 -0.27167499999999994 -0.077999999999999986 0.076840000000000006 0.085955000000000018 -0.10011499999999998 -0.069799999999999987 -0.015039999999999998
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 7 6 -6 8 -4 -10
right_child=1 -3 4 -5 5 -7 -8 -9 9 -11
leaf_value=-0.00071726727448635807 0.00010040218111657838 -0.0004215605394861055 -0.00043821355441660075 0.00087506445554402931 0.0010075226118084607 -0.00026744106424182946 0.00010620946701269203 -0.00062713951775134481 -7.8288445162947594e-05 0.00069198343908437679
leaf_weight=0.0010025566433057792 0.0011103212569287277 0.0011314265259585671 0.0012310881959206495 0.0011021828248090864 0.0010500426793905509 0.001668148190001939 0.0018327846494379388 0.0015056818394300528 0.0015338792944044055 0.0010703076727932603
leaf_count=503 192 311 101 191 145 109 385 963 114 107
internal_value=0 4.09692e-05 8.42028e-05 0.000486309 -5.73523e-06 0.000177208 0.000434504 -0.000161619 2.11382e-05 0.000238289
internal_weight=0 0.0132359 0.0121044 0.0022125 0.00989193 0.00455098 0.00288283 0.00534096 0.00383528 0.00260419
internal_count=3121 2618 2307 383 1924 639 530 1285 322 221
is_linear=0
shrinkage=0.00196078


Tree=3551
num_leaves=12
num_cat=0
split_feature=484 474 160 43 43 51 43 43 0 0 3
split_gain=0.000141757 6.61008e-05 6.97308e-05 0.000101042 0.000129837 0.000109648 8.03359e-05 0.000207757 7.05301e-05 6.98312e-05 3.17648e-05
threshold=-0.0068949999999999992 0.084660000000000027 -0.080719999999999986 0.16180500000000003 0.016310000000000002 0.091630000000000003 -0.074359999999999996 -0.09225499999999999 -0.10151999999999999 -0.20211999999999997 -0.10519499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 6 7 10 9 -8 -4
right_child=1 -3 3 -5 -6 -7 8 -9 -10 -11 -12
leaf_value=-0.00071878414318307215 -0.00044014688668711429 0.00051270518726547192 0.00010410616690223267 -0.00051395409132256199 0.00074746183438711869 0.00064224315384882509 -0.00035805391131762829 0.00090449885267696734 -0.00058152770339211883 0.00029202841607613443 -0.00033735476910614189
leaf_weight=0.0010085118228788858 0.0012273674161311149 0.0010635174054610683 0.0011520129176500055 0.0010861681350794782 0.0011108690627170551 0.0010087313511149693 0.0012984432709703952 0.001042092957804126 0.0014531452946422658 0.0012438902604379786 0.0013740883826270571
leaf_count=503 434 258 99 176 198 146 79 225 665 114 224
internal_value=0 4.41975e-05 2.6643e-06 5.31304e-05 0.00011674 3.50069e-05 -4.59773e-05 0.000167858 -0.000236944 -3.99874e-05 -0.000136029
internal_weight=0 0.0130603 0.0119968 0.0107694 0.00968327 0.0085724 0.00756367 0.00356819 0.00399548 0.00254233 0.0025261
internal_count=3121 2618 2360 1926 1750 1552 1406 548 858 193 323
is_linear=0
shrinkage=0.00196078


Tree=3552
num_leaves=10
num_cat=0
split_feature=484 4 0 0 16 1 150 4 4
split_gain=0.00012367 8.81923e-05 6.54724e-05 8.02001e-05 0.000107976 9.74584e-05 9.9305e-05 8.35634e-05 7.67011e-05
threshold=-0.0068949999999999992 0.27044500000000005 0.041630000000000007 -0.053834999999999994 0.0065250000000000004 1.0000000180025095e-35 0.087170000000000011 -1.0000000180025095e-35 -0.49405499999999997
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 -2 7 -7 -4
right_child=1 -3 8 -5 -6 6 -8 -9 -10
leaf_value=-0.00067432083261687189 -0.00051009452331900922 0.00044992010774564891 -7.1531233956750948e-05 -0.0005195754821333456 0.00051698837791396501 0.00049371544866379658 -0.00050265192843784679 -9.6121524064402155e-05 0.00064522031173184287
leaf_weight=0.001012301226076426 0.001783930190334221 0.0017271320977906715 0.0012018644098683584 0.0014657803495231369 0.0012164003039393991 0.0017262194460612966 0.0010585546366053133 0.001985706167443535 0.0010988160590747484
leaf_count=503 980 346 113 182 295 390 93 134 85
internal_value=0 3.66918e-05 -2.51686e-05 -9.88876e-05 -1.95347e-05 -0.000119105 2.71058e-05 0.00017818 0.000270793
internal_weight=0 0.0132644 0.0115373 0.00923659 0.00777081 0.00655441 0.00477048 0.00371193 0.00230068
internal_count=3121 2618 2272 2074 1892 1597 617 524 198
is_linear=0
shrinkage=0.00196078


Tree=3553
num_leaves=11
num_cat=0
split_feature=484 4 16 48 0 0 13 43 13 2
split_gain=0.000136345 9.48617e-05 6.78777e-05 0.000104236 7.50795e-05 0.000140561 0.000139983 0.000142053 8.90498e-05 7.85381e-05
threshold=-0.0068949999999999992 0.27044500000000005 -0.36241499999999999 0.092475000000000016 -0.10607499999999999 -0.084269999999999984 -0.094514999999999988 -0.074359999999999996 0.18141000000000002 0.08647500000000001
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 9 -6 -7 8 -8 -4
right_child=1 -3 3 -5 5 6 7 -9 -10 -11
leaf_value=-0.00069912955072919353 -0.00042523432731352148 0.00045999515203833563 0.00058808605231982591 0.000515894898337205 -0.00077345503005319847 0.00056773576807588651 0.00039099971350895206 -0.0006635678208107811 -0.00035369279068884796 -0.00010349691592434032
leaf_weight=0.0010342620958158659 0.0014274035219851407 0.001790326099658293 0.0012487477007776552 0.0014635370818872279 0.0011758102592113948 0.0011912773091307168 0.0015186853668930512 0.0015522725959439274 0.0010402191591252774 0.0012768569428530524
leaf_count=503 102 346 73 222 567 39 381 693 59 136
internal_value=0 3.92072e-05 -2.4127e-05 3.05707e-05 -4.83165e-05 -0.000160113 -2.41058e-05 -0.000195601 8.82751e-05 0.000238446
internal_weight=0 0.0136851 0.0118948 0.0104674 0.00900387 0.00647826 0.00530245 0.00411118 0.0025589 0.0025256
internal_count=3121 2618 2272 2170 1948 1739 1172 1133 440 209
is_linear=0
shrinkage=0.00196078


Tree=3554
num_leaves=12
num_cat=0
split_feature=484 457 41 4 16 48 15 3 43 12 13
split_gain=0.000159555 0.000150149 0.000128573 0.000160328 9.39731e-05 0.000183571 9.15584e-05 0.000167436 0.000129359 9.94787e-05 8.17556e-05
threshold=-0.0068949999999999992 -0.0029299999999999994 0.078065000000000009 0.24564500000000003 -0.094359999999999986 0.084855000000000014 -0.016799999999999995 0.10542000000000001 -0.0030899999999999994 0.088435000000000014 -0.012119999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 10 6 -6 8 9 -8 -3
right_child=1 2 -4 -5 5 -7 7 -9 -10 -11 -12
leaf_value=-0.00085222454603974397 -0.00083580834645805772 -0.00010524498608212668 -0.0007199561371398752 0.00053508040639632171 -0.00056018438877139607 0.00056887358447471734 0.0004467160375048664 0.00062502234018615868 -0.00074483612742346958 -0.00036184318520450271 -0.00082006252090413795
leaf_weight=0.0011907869019234614 0.0010068278857403067 0.0013881653001572326 0.001019971159052808 0.0018597663396551856 0.0015357566358349265 0.0017827524905416475 0.0011791855615135168 0.0011962226967339173 0.0012064661312008551 0.0011610100264317427 0.0011047004805599106
leaf_count=503 156 191 136 318 326 263 319 51 406 360 92
internal_value=0 -0.000105478 -5.07424e-05 4.24209e-06 -8.92969e-05 1.35904e-05 -0.000144076 -9.33949e-06 -0.000223298 4.55763e-05 -0.000422013
internal_weight=0 0.0144408 0.013434 0.012414 0.0105543 0.00806139 0.00627864 0.00474288 0.00354666 0.0023402 0.00249287
internal_count=3121 2618 2462 2326 2008 1725 1462 1136 1085 679 283
is_linear=0
shrinkage=0.00196078


Tree=3555
num_leaves=10
num_cat=0
split_feature=42 47 42 51 43 151 2 2 4
split_gain=2.96935e-05 4.37188e-05 6.96155e-05 6.23818e-05 6.15815e-05 8.76436e-05 9.16281e-05 7.73271e-05 2.82644e-05
threshold=0.10256000000000001 0.11069000000000002 -1.0000000180025095e-35 -0.076794999999999988 -0.084004999999999982 -0.024429999999999997 0.099515000000000006 0.080205000000000012 0.033845000000000007
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 -5 -6 7 -7 -8
right_child=-2 -3 3 4 5 6 8 -9 -10
leaf_value=-0.02062297615839678 -0.016770405860592544 0.01917259056852498 -0.020570121771717853 0.025524901244505124 0.026809970525955542 -0.00084866948017033603 0.020422142885116682 -0.035900627368535248 -0.0018427164396553931
leaf_weight=0.001530476524257759 0.0010062818414718787 0.0012022815606774579 0.0010188533372129131 0.001305088829750771 0.0011140738834305884 0.0013281954714956081 0.0012360692168573301 0.0011961941054139565 0.0010583546992684297
leaf_count=832 346 148 367 293 190 253 130 447 115
internal_value=0 0.00117676 -0.00103386 0.00259715 0.00585829 0.00153212 -0.00431193 -0.0174582 0.010152
internal_weight=0 0.0109896 0.00978731 0.00825683 0.00723798 0.00593289 0.00481881 0.00252439 0.00229442
internal_count=3121 2775 2627 1795 1428 1135 945 700 245
is_linear=0
shrinkage=0.1


Tree=3556
num_leaves=9
num_cat=0
split_feature=47 4 4 3 12 52 1 0
split_gain=2.87109e-05 7.95034e-05 7.70668e-05 8.08144e-05 4.89321e-05 6.55063e-05 6.37987e-05 1.64258e-05
threshold=0.12431000000000002 0.24564500000000003 0.055260000000000011 0.10299500000000002 0.091545000000000015 0.0031350000000000002 0.091785000000000019 -0.14920999999999998
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 -1 -3
right_child=-2 7 -4 -5 -6 -7 -8 -9
leaf_value=-0.018824883266910439 -0.015749134520849983 0.0097807136335415837 -0.024418176289241124 0.021646362097408545 -0.021462841396078389 0.01719356296022936 0.012104299175175519 0.027359517720404125
leaf_weight=0.0019266467517286548 0.001092595834212882 0.001059867467186692 0.0014051755639948472 0.0015233500526471433 0.0012837619088623721 0.0015656603397148717 0.001020003298090438 0.0010663682531411936
leaf_count=736 91 101 246 122 763 590 171 301
internal_value=0 0.00125782 -0.00296784 0.00115017 -0.00423673 0.00066414 -0.00811853 0.018597
internal_weight=0 0.0108508 0.0087246 0.00731942 0.00579607 0.00451231 0.00294665 0.00212624
internal_count=3121 3030 2628 2382 2260 1497 907 402
is_linear=0
shrinkage=0.1


Tree=3557
num_leaves=11
num_cat=0
split_feature=484 474 42 47 52 49 15 4 3 2
split_gain=0.000141468 7.97641e-05 7.23132e-05 9.78869e-05 0.000107943 0.00012877 0.000128072 0.000142616 6.38694e-05 5.94785e-05
threshold=-0.0068949999999999992 0.084660000000000027 0.10256000000000001 0.09550500000000002 -0.081429999999999989 -0.069799999999999987 -0.095869999999999983 -0.059649999999999988 0.076840000000000006 0.088300000000000003
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 -6 -7 9 -5 -8
right_child=1 -3 -4 8 5 6 7 -9 -10 -11
leaf_value=-0.00072295829835656883 0.00040017198783027033 0.00054673006240946718 -0.00048322677148884352 0.00070790313901422533 -0.00080135996343749566 -0.00056314595524315652 0.00016189740498146938 0.00055993397130509157 4.665106688756585e-05 -0.0003965305448059268
leaf_weight=0.0010110803411203335 0.0016413873293308519 0.0010874889444632716 0.0011159102241405624 0.0012231314938797458 0.0010230204277889088 0.0014306525086869252 0.00130637706691624 0.0017022495300015681 0.0010383256246524475 0.0016716519111099684
leaf_count=503 424 258 295 133 114 265 557 305 60 207
internal_value=0 3.79731e-05 -7.55316e-06 4.05413e-05 -5.32004e-05 -0.000157513 -4.97274e-05 0.000107213 0.000404296 -0.000151564
internal_weight=0 0.0132402 0.0121527 0.0110368 0.00877534 0.00713395 0.00611093 0.00468028 0.00226146 0.00297803
internal_count=3121 2618 2360 2065 1872 1448 1334 1069 193 764
is_linear=0
shrinkage=0.00196078


Tree=3558
num_leaves=9
num_cat=0
split_feature=11 0 13 52 12 0 15 3
split_gain=2.51339e-05 4.76811e-05 7.39403e-05 6.47459e-05 5.85657e-05 8.84848e-05 9.08243e-05 4.14327e-05
threshold=0.079915000000000014 -0.019414999999999998 0.021350000000000004 0.024145000000000003 0.089735000000000023 -0.10011499999999998 -0.015744999999999999 0.10893000000000001
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 4 -3 5 6 7 -1
right_child=-2 3 -4 -5 -6 -7 -8 -9
leaf_value=0.0047933729956936835 -0.015098540828842329 0.032308326783999551 -0.026122149453282173 -0.0009654118021130741 0.017165562057215332 -0.023794853797909757 0.029921899998368879 -0.0192134680129038
leaf_weight=0.0018422983345142228 0.0010442474821995501 0.0010444460853359129 0.0011341781918020729 0.0013288435655212016 0.0017695320459544068 0.0015759957581178144 0.0010211914233164169 0.0011789671269623603
leaf_count=221 199 181 297 88 773 1131 110 121
internal_value=0 0.00114208 -0.00234893 0.0136778 0.00130065 -0.003696 0.00413975 -0.00457465
internal_weight=0 0.0108955 0.00852216 0.00237329 0.00738798 0.00561845 0.00404246 0.00302127
internal_count=3121 2922 2653 269 2356 1583 452 342
is_linear=0
shrinkage=0.1


Tree=3559
num_leaves=11
num_cat=0
split_feature=484 41 474 13 39 0 151 2 16 0
split_gain=0.000159535 7.6048e-05 9.36869e-05 9.97742e-05 0.000124872 9.06151e-05 8.20114e-05 0.000131354 0.000104617 5.07821e-05
threshold=-0.0068949999999999992 0.075585000000000013 0.084660000000000027 -0.094514999999999988 0.0046100000000000004 -0.053834999999999994 -0.0083949999999999979 0.092235000000000025 -0.092484999999999984 -0.084269999999999984
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 9 5 6 -5 8 -8 -2
right_child=1 -3 -4 4 -6 -7 7 -9 -10 -11
leaf_value=-0.00075564510446959551 8.4812323032722479e-05 -0.00046602297969844907 0.00065483520452879179 -0.00046304149407310467 0.00050474397101485575 -0.00056631172705837044 -0.00067950239685523944 0.00052104865400961868 9.7135336734684201e-05 0.0006563045807041082
leaf_weight=0.0010408457456164292 0.0011263835440165557 0.0010473777833878853 0.0010154874272827507 0.0013923830955330074 0.0012799804235120683 0.0016347508601239685 0.0010113000191457129 0.0016619756301558424 0.0019577972050299477 0.0012738425436225531
leaf_count=503 176 146 247 190 262 256 158 357 757 69
internal_value=0 4.12608e-05 8.42689e-05 3.31681e-05 -6.21476e-05 -0.000156897 -4.57828e-05 7.96707e-05 -0.000167394 0.000388113
internal_weight=0 0.0134013 0.0123539 0.0113384 0.00893819 0.00765821 0.00602346 0.00463107 0.0029691 0.00240023
internal_count=3121 2618 2472 2225 1980 1718 1462 1272 915 245
is_linear=0
shrinkage=0.00196078


Tree=3560
num_leaves=9
num_cat=0
split_feature=131 151 16 159 16 16 12 0
split_gain=2.50222e-05 3.87607e-05 7.87592e-05 5.27154e-05 9.70836e-05 0.000148759 8.18859e-05 0.000132627
threshold=0.088610000000000008 -0.086944999999999981 -0.48836499999999994 0.076905000000000015 0.19444000000000003 -0.056919999999999991 0.090020000000000017 -0.10224499999999999
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 6 7 -4
right_child=-2 2 3 -5 -6 -7 -8 -9
leaf_value=0.01979294163004031 -0.014636840883840686 0.022600417744305379 -0.013411699405302844 0.014359562893166282 0.012527053652229428 -0.03816306571105766 -0.02711043320732864 0.031368713790771323
leaf_weight=0.0010158960776420903 0.0010991529436470285 0.0012615752894945065 0.0014988356502741681 0.0013026204656015339 0.0018167195601458382 0.0017521529335390671 0.0010056613483901242 0.0011837348144959354
leaf_count=241 443 207 127 334 314 525 435 495
internal_value=0 0.00119789 -0.000725546 -0.00416344 -0.00748825 -0.014172 -0.00277467 0.0063485
internal_weight=0 0.0108372 0.0098213 0.00855972 0.0072571 0.00544038 0.00368823 0.00268257
internal_count=3121 2678 2437 2230 1896 1582 1057 622
is_linear=0
shrinkage=0.1


Tree=3561
num_leaves=11
num_cat=0
split_feature=42 484 43 16 159 43 48 42 16 4
split_gain=0.000137086 0.000144526 0.000113678 0.000119267 9.8041e-05 7.79901e-05 0.000130363 0.00010443 9.8308e-05 6.53021e-05
threshold=-0.11051499999999999 -0.0068949999999999992 -0.17390999999999998 0.22339500000000004 0.076905000000000015 -0.0037449999999999996 0.085875000000000021 0.088200000000000014 -0.088159999999999988 0.0067750000000000006
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 5 7 8 -4 9 -7
right_child=1 2 3 -5 -6 6 -8 -9 -10 -11
leaf_value=-0.000707502491704472 -0.0006587493829266687 0.00059065296337482696 -0.00068930282240700841 -0.00044581807359140853 0.00057903247492354553 0.00096851128676536018 -0.00026462178330890134 0.00015694110128182159 -2.1060879252623198e-05 0.00031324847177802178
leaf_weight=0.0010041234670665035 0.0010456054178172485 0.0015871380872760068 0.001159935413075881 0.001716299839467683 0.0014825549552491173 0.0010614991621222809 0.0019624481607761583 0.001085170450279912 0.0016067392913441409 0.0013018717375678775
leaf_count=181 481 129 611 330 327 117 148 334 314 149
internal_value=0 4.25036e-05 9.90643e-05 3.04828e-05 0.000115106 3.09989e-05 0.000148795 -0.000280271 0.00035315 0.000607557
internal_weight=0 0.0140093 0.0129637 0.0113765 0.00966022 0.00817766 0.00593256 0.00224511 0.00397011 0.00236337
internal_count=3121 2940 2459 2330 2000 1673 728 945 580 266
is_linear=0
shrinkage=0.00196078


Tree=3562
num_leaves=9
num_cat=0
split_feature=52 52 49 15 15 43 2 47
split_gain=2.45523e-05 5.97822e-05 3.28592e-05 6.59713e-05 6.58501e-05 6.58726e-05 5.77106e-05 4.76642e-05
threshold=-0.26636999999999994 -0.081429999999999989 -0.069799999999999987 -0.11713499999999999 -0.03241999999999999 -0.014584999999999999 0.099185000000000009 0.088555000000000009
decision_type=2 2 2 2 2 2 2 2
left_child=-1 -2 -3 -4 7 -6 -7 -5
right_child=1 2 3 4 5 6 -8 -9
leaf_value=-0.014711042612515886 0.019284971900548578 -0.016816524837362623 -0.017306995246695791 0.035258068033100748 -0.018667461340661485 -0.0046556815976529359 0.025232692952364619 0.0054172593604051092
leaf_weight=0.0010675266579656681 0.0015618901893161572 0.0012683152377241215 0.0016517222985058524 0.0010050106069752875 0.0015343226025837245 0.0016158097927575351 0.0010763820669585367 0.0011451994280650829
leaf_count=354 417 170 399 344 619 596 100 122
internal_value=0 0.00118247 -0.00185882 0.000504162 0.00511767 -0.0021305 0.00729418 0.0193649
internal_weight=0 0.0108587 0.00929676 0.00802845 0.00637672 0.00422651 0.00269219 0.00215021
internal_count=3121 2767 2350 2180 1781 1315 696 466
is_linear=0
shrinkage=0.1


Tree=3563
num_leaves=14
num_cat=0
split_feature=484 41 3 3 2 1 3 2 15 13 13 3 47
split_gain=0.00015554 8.10002e-05 0.000197517 7.95196e-05 9.661e-05 0.000162237 0.000114677 8.29107e-05 0.000145045 6.951e-05 6.71038e-05 3.34538e-05 3.0218e-05
threshold=-0.0068949999999999992 0.075585000000000013 -0.10519499999999998 -0.078934999999999991 0.092875000000000013 0.10508500000000001 0.10732000000000001 0.089775000000000008 -0.016799999999999995 -0.019614999999999997 0.14871000000000004 0.12745000000000004 0.09550500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 10 9 7 6 -6 8 12 -4 -2 -7 -5
right_child=1 -3 3 4 5 11 -8 -9 -10 -11 -12 -13 -14
leaf_value=-0.00072368097086801433 0.00097779194011828876 -0.00046879777889042554 -0.00072864011829392871 -0.00043825617923779251 -0.00096145180356623406 0.00049729169694508386 -6.8392322512430504e-05 0.00073253044447527365 0.00067165190762406314 -7.526166321089029e-07 0.00028274310004194712 -2.981149187732049e-06 3.5256049776400059e-05
leaf_weight=0.001076562575309502 0.0010904451440107493 0.0010673839914932129 0.0010132033367798799 0.0010169466652052844 0.0010982475460018558 0.0010530282976124895 0.0011130878949892065 0.0011171908963431704 0.0011484143457448351 0.0010044492798874996 0.0010466246805797275 0.0010038072512539575 0.0010564435503749026
leaf_count=503 159 146 625 167 327 157 45 73 184 449 94 123 69
internal_value=0 5.00862e-05 9.34848e-05 -1.59167e-05 6.62128e-05 -0.000143239 -0.000511925 0.000272246 0.000112638 -0.000366275 0.000637393 0.000253141 -0.00019699
internal_weight=0 0.0138293 0.0127619 0.0106248 0.00860717 0.00426817 0.00221134 0.004339 0.0032218 0.00201765 0.00213707 0.00205684 0.00207339
internal_count=3121 2618 2472 2219 1145 652 372 493 420 1074 253 280 236
is_linear=0
shrinkage=0.00196078


Tree=3564
num_leaves=13
num_cat=0
split_feature=484 41 3 3 43 13 0 48 1 2 13 2
split_gain=0.000114995 0.000103143 0.000105581 7.88609e-05 8.94532e-05 8.20057e-05 0.000207586 9.89455e-05 0.000193529 7.78973e-05 5.75539e-05 5.61048e-05
threshold=-0.0068949999999999992 0.075585000000000013 -0.10519499999999998 -0.078934999999999991 -0.074359999999999996 -0.095304999999999987 -0.10011499999999998 0.086260000000000017 0.092695000000000013 0.10613000000000002 0.14871000000000004 0.087995000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 10 11 -5 9 7 8 -7 -6 -2 -4
right_child=1 -3 3 4 5 6 -8 -9 -10 -11 -12 -13
leaf_value=-0.00063811774444456145 0.00081191578490574345 -0.000548393543567743 -0.00067337238592457115 0.00046444648240866659 0.00068854076268746144 0.00094342862194036732 -0.00088282152175519232 -0.00034915370369177986 -0.00022680785220622205 -7.1688014822095424e-05 0.00017000355746745965 -1.8516763817825592e-05
leaf_weight=0.0010578570460530812 0.00103218483038042 0.001082904983242706 0.0010119180981394919 0.0018567925288824269 0.0010217476446683724 0.0010361487420619845 0.0011646898932392317 0.0013285095250310519 0.0011423172266360471 0.0010514596206256666 0.0011193951493111282 0.001000151671614719
leaf_count=503 159 146 707 332 82 60 429 58 70 114 94 367
internal_value=0 3.26013e-05 8.18882e-05 1.5998e-06 8.3344e-05 -2.15695e-05 -0.000165599 7.25958e-05 0.000329794 0.000302979 0.00047795 -0.000347859
internal_weight=0 0.0138482 0.0127653 0.0106137 0.00860167 0.00674487 0.00467167 0.00350698 0.00217847 0.00207321 0.00215158 0.00201207
internal_count=3121 2618 2472 2219 1145 813 617 188 130 196 253 1074
is_linear=0
shrinkage=0.00196078


Tree=3565
num_leaves=10
num_cat=0
split_feature=43 52 52 1 13 3 4 15 15
split_gain=2.2667e-05 7.19841e-05 0.000114245 6.44151e-05 0.000126609 0.000115226 8.90166e-05 7.21994e-05 5.20504e-05
threshold=0.16180500000000003 0.15915500000000002 0.10024500000000001 0.077565000000000009 -0.0025349999999999995 0.10893000000000001 0.0061450000000000003 0.035560000000000008 -0.069954999999999989
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 7 8 6 -6 -1 -5
right_child=-2 -3 -4 4 5 -7 -8 -9 -10
leaf_value=-0.033521332233729419 -0.014020792523061541 -0.024006070122802439 0.03311396860938582 0.0067434079861996565 -0.015180241999339325 -0.035089115848205503 0.017945108221609017 0.0033834651119476395 0.037224274669346136
leaf_weight=0.0010754625948850775 0.0010836583912360075 0.0010304849605737689 0.0011695256142398103 0.0010010077615392251 0.0014283569726704129 0.0010011753481256047 0.0018776754576696766 0.0010454138769050892 0.0012723031590561749
leaf_count=645 218 344 220 328 291 83 120 525 347
internal_value=0 0.00114376 0.0037693 -0.000174814 0.00470976 -0.0053673 0.00363344 -0.0153304 0.0238026
internal_weight=0 0.0109014 0.00987092 0.0087014 0.00658052 0.00430721 0.00330603 0.00212088 0.00227331
internal_count=3121 2903 2559 2339 1169 494 411 1170 675
is_linear=0
shrinkage=0.1


Tree=3566
num_leaves=11
num_cat=0
split_feature=484 41 4 12 13 16 1 0 47 43
split_gain=0.000144214 9.52739e-05 0.000118674 8.72353e-05 9.0724e-05 0.000109435 0.000168516 0.000151559 0.000170673 0.000425455
threshold=-0.0068949999999999992 0.075585000000000013 0.27044500000000005 0.10711000000000002 -0.094514999999999988 -0.079109999999999986 0.086560000000000012 -0.10836499999999999 0.09550500000000002 -0.083134999999999987
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 6 -6 -7 9 -9
right_child=1 -3 -4 -5 5 7 -8 8 -10 -11
leaf_value=-0.0007089989872474978 0.00045899285864852226 -0.0005175900820466883 0.00066555460134485754 -0.00051708807913515011 0.00012843951083426922 0.00082390548574968873 -0.00075893281562522679 0.00034385023239021664 0.00063940426164425324 -0.0011780592052677992
leaf_weight=0.0010628168145176793 0.0019684709857911474 0.0010836960885959581 0.001235261748388789 0.0010348369810814556 0.0017569195684522133 0.0010776973477338901 0.0015475024975133977 0.0018081080657604658 0.0011493691250878749 0.0011588295031361414
leaf_count=503 182 146 295 190 538 98 181 289 94 605
internal_value=0 4.05352e-05 8.80219e-05 2.59961e-05 7.96896e-05 -8.16759e-06 -0.000287128 0.000169307 -2.07464e-06 -0.000250579
internal_weight=0 0.0138207 0.012737 0.0115017 0.0104669 0.00849843 0.00330442 0.005194 0.00411631 0.00296694
internal_count=3121 2618 2472 2177 1987 1805 719 1086 988 894
is_linear=0
shrinkage=0.00196078


Tree=3567
num_leaves=11
num_cat=0
split_feature=484 4 12 0 0 0 0 160 47 52
split_gain=0.000130047 0.000105498 7.45122e-05 6.73447e-05 9.02376e-05 0.000115417 0.000126121 0.000107723 0.000142428 6.1936e-07
threshold=-0.0068949999999999992 0.27044500000000005 0.10711000000000002 0.041630000000000007 -0.053834999999999994 -0.077999999999999986 -0.10011499999999998 0.086075000000000013 0.077555000000000013 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 6 7 8 9 -2
right_child=1 -3 -4 -5 -6 -7 -8 -9 -10 -11
leaf_value=-0.00070281251016044083 0.00054860232679616633 0.0004821538439946529 -0.00053905355765556545 0.00035253514429351958 -0.00052539074391081634 0.00054601769870042942 -0.00053797385408925816 -0.0004609138129385468 -0.00030355083177068247 0.00061734400476908739
leaf_weight=0.0010010456102900892 0.0010029470208534896 0.0017258414406136876 0.0010374633178064198 0.0018376873636753452 0.0013547613254599276 0.0013368241028084964 0.001722762497445701 0.0010108740319323822 0.0010641796689681016 0.0010127840418008649
leaf_count=503 105 346 196 184 134 372 1026 85 63 107
internal_value=0 3.04108e-05 -3.80968e-05 1.21529e-05 -6.13928e-05 2.65196e-05 -9.29388e-05 9.44799e-05 0.000276769 0.000583141
internal_weight=0 0.0131061 0.0113803 0.0103428 0.00850513 0.00715037 0.00581355 0.00409078 0.00307991 0.00201573
internal_count=3121 2618 2272 2076 1892 1758 1386 360 275 212
is_linear=0
shrinkage=0.00196078


Tree=3568
num_leaves=12
num_cat=0
split_feature=484 4 16 48 15 42 13 0 3 1 13
split_gain=0.000154742 9.74799e-05 6.74389e-05 6.68539e-05 8.61437e-05 0.000109882 0.000111884 0.000172971 0.000125001 6.85252e-05 3.82285e-05
threshold=-0.0068949999999999992 0.27044500000000005 -0.36241499999999999 0.092475000000000016 0.090615000000000015 -0.091214999999999977 -0.084034999999999985 -0.12333499999999999 -0.11255999999999998 0.092390000000000014 -0.28558999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 -4 10 -8 -9 -10 -7
right_child=1 -3 3 -5 -6 6 7 8 9 -11 -12
leaf_value=-0.00072897944178335311 -0.00041382774030882636 0.00047309613580789504 0.00055296327854882546 0.0004260512126065142 -0.00056585805180134135 3.8112157149332823e-05 0.00037424616629089485 7.9720239747507412e-05 -0.0011012692643089803 -0.00041624873974296217 0.00056431311435647133
leaf_weight=0.0010647859483528888 0.0014470550628893153 0.0017943580328292448 0.0013499338456170271 0.0014665307653784028 0.0010071825503884741 0.0010156188042793612 0.0013119088075576654 0.0010910049887006374 0.0010310083707855142 0.0012327232231682268 0.0011120091124786364
leaf_count=503 102 346 234 222 420 53 85 111 567 134 344
internal_value=0 4.66887e-05 -1.67285e-05 3.73898e-05 -2.4894e-05 4.20062e-05 -5.95143e-05 -0.000229412 -0.00046548 -0.000728239 0.000313132
internal_weight=0 0.0138593 0.012065 0.0106179 0.00915139 0.00814421 0.00679427 0.00466665 0.00335474 0.00226373 0.00212763
internal_count=3121 2618 2272 2170 1948 1528 1294 897 812 701 397
is_linear=0
shrinkage=0.00196078


Tree=3569
num_leaves=13
num_cat=0
split_feature=484 47 15 16 52 42 1 0 0 49 4 15
split_gain=0.000123778 9.57454e-05 0.0001071 9.81562e-05 8.64241e-05 0.000126391 0.000129623 9.77926e-05 0.000314144 0.000100232 7.33254e-05 3.4152e-05
threshold=-0.0068949999999999992 0.13148500000000005 -0.10653 -0.43320999999999993 0.11434500000000002 0.09832500000000001 0.11061500000000002 -0.077999999999999986 -0.10011499999999998 -0.066019999999999981 -0.35136499999999998 -0.03241999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 6 7 8 9 -4 -9 -11
right_child=1 -3 4 -5 -6 -7 -8 10 -10 11 -12 -13
leaf_value=-0.00066715271348942874 -2.3469780376542135e-06 -0.00054860613657429396 -0.00028893946414157976 0.00081090904642974282 -0.00051450854210228201 0.00070158771827817201 -0.00068391868034366752 3.4918932445362185e-06 -0.00097534217471044102 0.00021126741779822531 0.0006382872326761936 0.00072047186241610867
leaf_weight=0.0010413962907176817 0.0010024112174287351 0.0010032118849521441 0.0010139428762885594 0.0013245336086043576 0.0011395121997442711 0.0010400307961337578 0.0010039832882661722 0.0012758817995544569 0.0011864759290770993 0.0010112969051225829 0.0015488843856879004 0.0010142984959352662
leaf_count=503 166 55 71 271 306 224 145 142 807 71 280 80
internal_value=0 3.4312e-05 8.08672e-05 0.000460571 -5.46505e-06 5.83144e-05 -2.4745e-05 6.91169e-05 -0.000119678 0.000214328 0.000351565 0.000466247
internal_weight=0 0.0135645 0.0125613 0.00232694 0.0102343 0.00909479 0.00805476 0.00705078 0.00422601 0.00303954 0.00282477 0.0020256
internal_count=3121 2618 2563 437 2126 1820 1596 1451 1029 222 422 151
is_linear=0
shrinkage=0.00196078


Tree=3570
num_leaves=13
num_cat=0
split_feature=484 47 4 1 43 3 12 16 16 0 51 0
split_gain=0.000145449 0.000106556 9.94201e-05 0.000187172 7.08347e-05 0.000131792 0.000111464 0.000101725 0.000153024 9.81445e-05 0.000211638 5.55128e-05
threshold=-0.0068949999999999992 0.13148500000000005 0.24564500000000003 0.111945 -0.074359999999999996 -0.077774999999999983 0.09141500000000001 0.22339500000000004 -0.0094449999999999968 -0.10224499999999999 0.082455000000000014 -0.083804999999999977
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 -4 5 6 -2 8 9 10 -6 -11
right_child=1 -3 3 -5 7 -7 -8 -9 -10 11 -12 -13
leaf_value=-0.00070726960998572779 -0.00048857840374223445 -0.00056832297973676818 -3.9200263328823926e-05 0.0010615552542971079 -0.001099301382518276 0.00075271747676482908 0.00035017724030944635 -0.0006110145583652013 0.00064487854940296603 0.00047528350244335971 0.00010455465256065929 -0.00017465380987617343
leaf_weight=0.0010706906188856806 0.0011270471551083506 0.0010156091129920599 0.0013342363173055316 0.001070355585800562 0.001032900001832455 0.0012230327707744007 0.0013256198253690033 0.0012714823210850049 0.0011364192908621847 0.0010082277793282831 0.00123003689482859 0.0010127991688093716
leaf_count=503 395 55 130 251 91 221 204 206 192 337 67 469
internal_value=0 4.2958e-05 9.15655e-05 0.000450779 8.25168e-06 0.000226936 -3.52469e-05 -0.000111867 5.22009e-06 -0.000164464 -0.000444936 0.00014958
internal_weight=0 0.0137878 0.0127722 0.00240459 0.0103676 0.0036757 0.00245267 0.00669187 0.00542038 0.00428396 0.00226294 0.00202103
internal_count=3121 2618 2563 381 2182 820 599 1362 1156 964 158 806
is_linear=0
shrinkage=0.00196078


Tree=3571
num_leaves=9
num_cat=0
split_feature=15 16 2 2 52 48 4 4
split_gain=3.31028e-05 3.72273e-05 8.08554e-05 7.03471e-05 9.38129e-05 8.05574e-05 5.37428e-05 8.05483e-05
threshold=-0.24436499999999997 -0.36241499999999999 0.11093500000000002 0.095195000000000016 -0.088204999999999992 0.078735000000000013 0.053180000000000012 -0.082109999999999975
decision_type=2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 -3 6 7 -6
right_child=1 2 -4 -5 5 -7 -8 -9
leaf_value=0.017116626613527034 -0.014257335296317345 -0.021469823891974844 0.020506132737304273 -0.02195194637112435 0.012971085549364492 0.03353136523427807 0.019002612025018288 -0.024558283200756897
leaf_weight=0.0010069212162712561 0.0019780784750948978 0.0013590744991691583 0.0017062886990364149 0.0016350601144927788 0.0010489615978211042 0.0010004909480073902 0.001146305455913002 0.0012574507980051685
leaf_count=253 248 359 343 412 443 202 82 779
internal_value=0 -0.00181721 0.000871075 -0.00362759 0.00152726 0.00854574 0.00130568 -0.00748984
internal_weight=0 0.0111317 0.00915363 0.00744734 0.00581228 0.00445321 0.00345272 0.00230641
internal_count=3121 2868 2620 2277 1865 1506 1304 1222
is_linear=0
shrinkage=0.1


Tree=3572
num_leaves=9
num_cat=0
split_feature=484 160 133 151 16 1 16 48
split_gain=2.85337e-05 4.93044e-05 7.64877e-05 6.03303e-05 8.36527e-05 7.62605e-05 7.31902e-05 5.09733e-05
threshold=0.085515000000000022 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.0083949999999999979 -0.056919999999999991 0.089770000000000016 0.38525000000000004 0.085325000000000012
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 5 -5 -6 -7
right_child=-2 2 3 4 6 7 -8 -9
leaf_value=-0.018538063336094836 0.014458593153756225 -0.021588484089268094 -0.013316779443488925 -0.0003431560997071656 -0.01580184105887936 0.04378419213888983 0.016779129967457781 0.013759833236700443
leaf_weight=0.0015198344846085723 0.0011932017016799907 0.0013044869976549809 0.0015369411722330273 0.0012990021147214368 0.0018624956469363995 0.0012334192686372252 0.0010947587500396427 0.0010441186096990457
leaf_count=659 341 709 305 321 275 207 222 82
internal_value=0 -0.0018302 0.000878341 0.00450969 0.008703 0.0189919 -0.00374055 0.0300198
internal_weight=0 0.0108951 0.00937522 0.00807074 0.00653379 0.00357654 0.00295725 0.00227754
internal_count=3121 2780 2121 1412 1107 610 497 289
is_linear=0
shrinkage=0.1


Tree=3573
num_leaves=9
num_cat=0
split_feature=457 15 403 13 3 3 1 2
split_gain=2.51101e-05 6.00822e-05 6.01274e-05 8.10387e-05 0.000105986 7.95454e-05 4.1569e-05 7.69559e-05
threshold=0.045365000000000009 0.091915000000000011 0.03138500000000001 0.10935500000000002 -0.077774999999999983 -0.0049599999999999991 0.086560000000000012 0.10559
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 -6 -7 -8
right_child=-2 -3 -4 -5 5 6 7 -9
leaf_value=-0.026952013071717185 0.011135473587084152 -0.025257215423091218 0.020060231229631374 0.019597699155649389 0.024355947561832601 0.0097589064867622654 -0.034830733656217576 0.0008484401907715123
leaf_weight=0.0019487597999937965 0.001681921973700407 0.0010061603042225012 0.0013407795978593899 0.0013423829451960426 0.0010973031114542798 0.0011083672099572168 0.001010491957827066 0.0015047049629190005
leaf_count=1215 289 465 285 141 336 88 116 186
internal_value=0 -0.00203776 0.000460157 -0.00281984 -0.00733178 0.000767398 -0.00637579 -0.0134858
internal_weight=0 0.0103589 0.00935279 0.00801201 0.00666963 0.00472087 0.00362356 0.0025152
internal_count=3121 2832 2367 2082 1941 726 390 302
is_linear=0
shrinkage=0.1


Tree=3574
num_leaves=10
num_cat=0
split_feature=47 4 47 15 15 0 1 3 1
split_gain=2.80097e-05 7.96127e-05 6.48687e-05 5.68357e-05 6.60365e-05 5.73678e-05 6.84553e-05 3.29213e-05 2.87409e-05
threshold=0.12431000000000002 0.24564500000000003 0.087235000000000021 -0.090344999999999995 -0.0063699999999999989 -0.083914999999999976 0.080585000000000004 -0.091054999999999983 0.11061500000000002
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -5 -6 7 -7 -3
right_child=-2 8 -4 4 5 6 -8 -9 -10
leaf_value=0.020793086732168901 -0.015414616776439755 0.0062641402653126552 -0.025871844164926622 -0.026786322369466473 0.0150849209028086 0.013653395525699667 -0.02829380875276202 -0.00890247493748564 0.029487473408833471
leaf_weight=0.0011550565491123977 0.0010965934471337266 0.0010001485773312446 0.0010758531523747603 0.0010095765431440149 0.0019025289768579883 0.0012830072490169274 0.0010215034096519009 0.0013055083544603698 0.0011407031059343141
leaf_count=306 91 134 259 606 491 150 426 390 268
internal_value=0 0.0013525 -0.00287529 0.000347364 -0.00327354 0.00103263 -0.00637312 0.00227742 0.0186382
internal_weight=0 0.0108939 0.00875303 0.00767718 0.00652212 0.00551255 0.00361002 0.00258852 0.00214085
internal_count=3121 3030 2628 2369 2063 1457 966 540 402
is_linear=0
shrinkage=0.1


Tree=3575
num_leaves=8
num_cat=0
split_feature=0 3 12 1 47 48 160
split_gain=2.75203e-05 6.40881e-05 8.04923e-05 5.17982e-05 6.86182e-05 7.12812e-05 9.67347e-05
threshold=-0.061629999999999997 0.076840000000000006 0.080890000000000017 0.077565000000000009 0.087235000000000021 0.086035000000000014 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2
left_child=3 2 -2 -1 5 6 -5
right_child=1 -3 -4 4 -6 -7 -8
leaf_value=-0.018178397163437322 0.037431121508115492 -0.011183977971993072 0.0014689242942782059 -0.0059282762014750056 -0.014561133138405659 -0.01162478274131834 0.031272533860357603
leaf_weight=0.0018535360869690338 0.0010369294704810862 0.0013254410639151979 0.001556840478103394 0.0011504663986267715 0.0019619919837358824 0.0012781424071544034 0.0017812555109559015
leaf_count=1453 164 125 295 245 231 145 463
internal_value=0 0.00670457 0.0158458 -0.00351848 0.000884197 0.00808244 0.0166742
internal_weight=0 0.00391921 0.00259377 0.00802539 0.00617186 0.00420986 0.00293172
internal_count=3121 584 459 2537 1084 853 708
is_linear=0
shrinkage=0.1


Tree=3576
num_leaves=11
num_cat=0
split_feature=484 47 47 474 52 15 49 0 43 13
split_gain=0.000108302 8.04711e-05 8.35939e-05 0.000121436 0.000129914 9.30156e-05 0.00012044 0.000119383 0.000134021 0.000102997
threshold=-0.0068949999999999992 0.13148500000000005 0.09550500000000002 0.084660000000000027 -0.081429999999999989 -0.095869999999999983 -0.069799999999999987 -0.10011499999999998 -0.15582499999999996 -0.084034999999999985
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 -6 -7 -8 -9 -10
right_child=1 -3 -4 -5 5 6 7 8 9 -11
leaf_value=-0.00063130781852903785 0.00040589901009219925 -0.00047643378652067331 0.00049328280747581619 0.00064889594735888494 -0.00057572933351503024 -0.00064429387684209177 0.00055003297275632058 0.00048521459839332912 3.057243389625499e-05 -0.00072470283634623557
leaf_weight=0.0010057451440925015 0.001940884615452069 0.0010880063866344205 0.0016330344950696773 0.0010598137975364246 0.0016413751229894507 0.0010943739388681135 0.0014480903193001336 0.0010519858130134153 0.001428299904850964 0.0013505990596107147
leaf_count=503 461 55 175 242 323 111 135 99 263 754
internal_value=0 3.5266e-05 7.92819e-05 1.79063e-05 -4.9265e-05 -0.00015949 -5.22925e-05 7.04341e-05 -0.000110856 -0.000336506
internal_weight=0 0.0137365 0.0126485 0.0110154 0.00995561 0.00801472 0.00637335 0.00527898 0.00383088 0.0027789
internal_count=3121 2618 2563 2388 2146 1685 1362 1251 1116 1017
is_linear=0
shrinkage=0.00196078


Tree=3577
num_leaves=9
num_cat=0
split_feature=42 0 3 1 160 151 2 4
split_gain=2.95207e-05 4.30987e-05 9.47272e-05 6.18252e-05 6.63988e-05 0.000102805 0.000170353 4.47987e-05
threshold=0.10256000000000001 -0.060129999999999996 0.076840000000000006 0.077565000000000009 -1.0000000180025095e-35 -0.0083949999999999979 0.090425000000000019 -0.16363499999999997
decision_type=2 2 2 2 2 2 2 2
left_child=1 3 7 -1 -5 -6 -7 -3
right_child=-2 2 -4 4 5 6 -8 -9
leaf_value=-0.019644432278255783 -0.016514938366943288 0.0085251051487827446 -0.010612341232380668 -0.017443889140004887 -0.018260246072739423 -0.0027334037355225605 0.043408003974932968 0.037203518827784082
leaf_weight=0.0017085128128868131 0.0010092892545327655 0.0010566731144458774 0.0013225261533972594 0.0013408368755371504 0.0011136317457896908 0.0018790344886450852 0.0013935585973565649 0.0011242062314029818
leaf_count=1337 346 151 122 318 169 326 144 208
internal_value=0 0.00135896 0.0105034 -0.00294959 0.00203086 0.00798414 0.0169149 0.0233083
internal_weight=0 0.010939 0.00350341 0.00743557 0.00572706 0.00438622 0.00327259 0.00218088
internal_count=3121 2775 481 2294 957 639 470 359
is_linear=0
shrinkage=0.1


Tree=3578
num_leaves=12
num_cat=0
split_feature=484 42 133 133 3 0 13 2 4 15 16
split_gain=0.000142441 8.63477e-05 9.69079e-05 0.000134549 0.000182613 0.000119529 0.000104573 0.000102982 0.00010104 8.3631e-05 4.67186e-05
threshold=-0.0068949999999999992 -0.11051499999999999 0.10722500000000001 0.083950000000000011 -0.10519499999999998 -0.11991499999999998 -0.094514999999999988 0.092365000000000017 0.053180000000000012 -1.0000000180025095e-35 -0.16075999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 9 7 -7 -6 -8 -3 -9
right_child=1 2 -4 -5 5 6 8 10 -10 -11 -12
leaf_value=-0.00070930085050472432 -0.0005119916015480033 0.00093586946459203713 -0.00047412726606489654 0.00067539151381504434 0.00057708971883890651 0.00022406874304945742 -0.00079587145352899558 -0.00041231374863763033 -7.5865814742563921e-05 0.0002056930476686556 0.00017839258118679786
leaf_weight=0.0010451917231179665 0.0010037483055943966 0.0010566200970502856 0.0010881190241700299 0.0015510302114048165 0.0014249233014564395 0.0010163192236309687 0.0018281967080092845 0.0010007590075188019 0.0012698175280164679 0.0014049801402698072 0.0010599905087583794
leaf_count=503 159 105 349 395 86 151 900 101 135 150 87
internal_value=0 4.16465e-05 8.54008e-05 0.000137829 5.49623e-05 -9.53741e-05 -0.000321709 0.000171782 -0.000500755 0.000519115 -0.000108471
internal_weight=0 0.0137045 0.0127008 0.0116126 0.0100616 0.00760001 0.00411433 0.00348567 0.00309801 0.0024616 0.00206075
internal_count=3121 2618 2459 2110 1715 1460 1186 274 1035 255 188
is_linear=0
shrinkage=0.00196078


Tree=3579
num_leaves=12
num_cat=0
split_feature=484 403 3 133 15 160 0 1 0 15 3
split_gain=0.00014788 0.00010232 9.29339e-05 7.27948e-05 0.000138142 7.2348e-05 0.000124006 0.000230052 0.000111215 4.9961e-05 3.92805e-05
threshold=-0.0068949999999999992 0.096440000000000012 -0.15447499999999995 0.083950000000000011 1.0000000180025095e-35 0.08325500000000001 -0.13027499999999997 0.11061500000000002 -0.060129999999999996 0.035560000000000008 -0.013929999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 6 7 -4 10 -5 -8
right_child=1 -3 3 9 -6 -7 8 -9 -10 -11 -12
leaf_value=-0.00070944259292814453 0.00063945768807034914 -0.00055889693692517505 0.0011223143136490073 6.9602990214428847e-05 -0.00050789922379469883 -0.00033241996009941949 -0.00063770805051271734 -0.00012540233814915171 0.00029634567797684171 0.00063104107940099353 -8.9396495575741803e-05
leaf_weight=0.0010864909416228559 0.0010784325202245456 0.0010124754290410766 0.0012034483477081368 0.0012636786757947256 0.0019275469977243212 0.0013428021837395832 0.00100622744108564 0.0010762065710019746 0.001915446921331207 0.0011769197174045752 0.001003064075932814
leaf_count=503 179 215 97 454 617 109 268 81 195 292 111
internal_value=0 4.14802e-05 8.82616e-05 3.8374e-05 -3.94101e-05 8.02416e-05 0.000169553 0.000533277 -4.17137e-05 0.000340343 -0.000363984
internal_weight=0 0.0140062 0.0129938 0.0119153 0.00947474 0.0075472 0.00620439 0.00227965 0.00392474 0.0024406 0.00200929
internal_count=3121 2618 2403 2224 1478 861 752 178 574 746 379
is_linear=0
shrinkage=0.00196078


Tree=3580
num_leaves=11
num_cat=0
split_feature=131 13 15 16 12 42 13 15 1 0
split_gain=2.57415e-05 4.64686e-05 9.07972e-05 9.23847e-05 5.98164e-05 0.000100723 6.26184e-05 5.02013e-05 9.20169e-05 6.09001e-05
threshold=0.088610000000000008 -0.010384999999999998 0.035560000000000008 0.23311500000000004 0.095330000000000012 0.075730000000000006 -0.087324999999999986 -0.11713499999999999 0.094465000000000007 -0.11242999999999999
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 7 5 -1 -7 -3 9 -9
right_child=-2 2 -4 -5 -6 6 -8 8 -10 -11
leaf_value=0.038922710545100797 -0.014804291140939611 -0.023165971600927763 -0.029994735434895045 0.02855209173679716 -0.011215102660081331 -0.014898611342297217 0.020265954132478566 0.0054074951609608176 0.022554458706281824 -0.028775388732392174
leaf_weight=0.0012144543977009067 0.001089417008424986 0.0011216674351605845 0.0011130632174663046 0.0010158540053060005 0.0010599371235755126 0.0010234457674444578 0.0010023617446675956 0.0010454636571122224 0.0012649080683967079 0.0010393344695031127
leaf_count=312 443 165 357 187 279 392 622 53 151 160
internal_value=0 0.00131719 -0.00395292 0.00132957 0.00940618 0.0161517 0.00250068 -0.00485513 0.00127635 -0.0116337
internal_weight=0 0.0109005 0.00660029 0.00548723 0.0043002 0.00324026 0.00202581 0.00447137 0.00334971 0.0020848
internal_count=3121 2678 1073 716 1605 1326 1014 529 364 213
is_linear=0
shrinkage=0.1


Tree=3581
num_leaves=12
num_cat=0
split_feature=484 4 12 13 12 16 1 0 52 16 43
split_gain=0.000113829 9.53342e-05 8.4674e-05 8.34408e-05 9.23196e-05 8.48289e-05 0.000135766 0.000116154 0.000151985 0.000132637 0.000113752
threshold=-0.0068949999999999992 0.27044500000000005 0.10711000000000002 -0.094514999999999988 0.088305000000000008 -0.094359999999999986 0.087135000000000004 -0.10836499999999999 0.096795000000000006 -0.056919999999999991 -0.084794999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 6 -5 -7 9 -9 -11
right_child=1 -3 -4 5 -6 7 -8 8 -10 10 -12
leaf_value=-0.00063043208722702638 -3.2687912878922906e-05 0.00046658018756655611 -0.00053300387940645368 8.0294394862822385e-05 0.00079160466508891461 0.00056339879177023293 -0.00088550019666137241 0.00025063255290288687 0.00056568132640919878 -0.00013783013486826353 -0.0009567967999478792
leaf_weight=0.0010314949129561638 0.0010271650477757964 0.0017926098247293765 0.0011144138980381602 0.0011787518990835771 0.001062989802372849 0.0014034739646182817 0.0010653932512598909 0.0013306458807048685 0.001114771484213733 0.0014387528709871688 0.0011925187884991527
leaf_count=503 146 346 196 170 71 128 75 561 274 229 422
internal_value=0 4.49707e-05 -1.83866e-05 3.46439e-05 0.000386522 -4.96585e-05 -0.00037821 6.41222e-05 -7.39051e-05 -0.000253867 -0.000508994
internal_weight=0 0.0137215 0.0119289 0.0108145 0.00209015 0.00872431 0.00224415 0.00648016 0.00507669 0.00396192 0.00263127
internal_count=3121 2618 2272 2076 217 1859 245 1614 1486 1212 651
is_linear=0
shrinkage=0.00196078


Tree=3582
num_leaves=9
num_cat=0
split_feature=47 4 4 3 13 0 15 1
split_gain=2.76451e-05 7.31397e-05 6.4163e-05 7.02516e-05 4.66384e-05 6.74889e-05 6.45802e-05 2.52928e-05
threshold=0.12431000000000002 0.24564500000000003 0.055260000000000011 0.10299500000000002 -0.033284999999999988 -0.077809999999999976 -0.094549999999999981 0.11061500000000002
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 6 -6 -3
right_child=-2 7 -4 -5 5 -7 -8 -9
leaf_value=-0.017515330014110368 -0.015329829304252954 0.0064462897415322063 -0.022131289342603867 0.020114970807053219 0.0061574044590428367 0.015677645924859148 -0.028683553549480711 0.028282050925612503
leaf_weight=0.0017600097388336478 0.0010880286257622116 0.0010016958760346796 0.0014175857848983233 0.0015372109976043435 0.0011321473685883443 0.0019041884613150433 0.0010036224937364528 0.0011276309960523722
leaf_count=1211 91 134 246 122 113 390 546 268
internal_value=0 0.00138795 -0.00265483 0.00110814 -0.00392939 0.00198933 -0.0102148 0.0180099
internal_weight=0 0.0108841 0.00875476 0.00733718 0.00579997 0.00403996 0.00213577 0.00212933
internal_count=3121 3030 2628 2382 2260 1049 659 402
is_linear=0
shrinkage=0.1


Tree=3583
num_leaves=11
num_cat=0
split_feature=484 474 0 4 160 12 0 43 3 49
split_gain=0.000185366 7.66805e-05 7.23379e-05 0.000160226 0.000131899 0.000142981 0.000103629 0.0001025 0.000154096 8.21247e-05
threshold=-0.0068949999999999992 0.084660000000000027 -0.019414999999999998 -0.49405499999999997 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.11756999999999999 -0.074359999999999996 -0.059315 -0.043469999999999995
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 -4 -2 -6 9 -8 -9 -7
right_child=1 -3 3 -5 5 6 7 8 -10 -11
leaf_value=-0.00079662819603038557 -0.00072914910827808583 0.00053526293388442758 -0.00025137133218749021 0.00068393274416109564 -0.00066238173680570746 0.00015089552242010876 0.00062825241790272701 -0.00046659370787427505 0.00049289818120797004 -0.00050462272051154272
leaf_weight=0.0010590908645951571 0.0010457402798730734 0.0011683723867040195 0.0012330909976149551 0.0016417451572030639 0.0010683965872143944 0.0014454902745654197 0.0019596829834865816 0.0012350746198132106 0.0013436051982906431 0.0014944911997087137
leaf_count=503 428 258 114 171 265 90 318 779 66 129
internal_value=0 5.49441e-05 9.93112e-06 0.000282757 -7.18339e-05 8.59222e-06 0.000104451 0.000290228 3.33436e-05 -0.000182326
internal_weight=0 0.0136357 0.0124673 0.00287484 0.00959248 0.00854674 0.00747834 0.00453836 0.00257868 0.00293998
internal_count=3121 2618 2360 285 2075 1647 1382 1163 845 219
is_linear=0
shrinkage=0.00196078


Tree=3584
num_leaves=10
num_cat=0
split_feature=4 0 157 160 13 43 15 2 4
split_gain=3.12331e-05 8.58285e-05 5.6925e-05 7.73808e-05 6.37034e-05 0.000110263 6.65845e-05 4.62299e-05 4.50511e-05
threshold=-0.49405499999999997 1.0000000180025095e-35 -0.077384999999999995 -1.0000000180025095e-35 -0.011914999999999999 -0.074359999999999996 0.035560000000000008 0.098035000000000011 0.053180000000000012
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 5 -5 7 8 -6
right_child=1 -3 3 4 6 -7 -8 -9 -10
leaf_value=-0.016526572769914136 0.020545812069852204 0.025892158339211043 -0.027849755540623085 0.033562542508245842 -0.024797538955541421 -0.0045419135650640726 -0.031102212680448389 0.015420121774436408 0.0043062308251939282
leaf_weight=0.0010581386420047368 0.0010235372418602997 0.0012711820509400595 0.0012095713885149758 0.0012290221791905953 0.0010544725993916686 0.0019874817607161647 0.0010071270122515253 0.0010629996924557557 0.0010731775436913366
leaf_count=156 325 186 633 287 139 776 389 186 44
internal_value=0 0.00146719 -0.00175115 -0.0043975 -0.000571482 0.0100178 -0.00868538 -0.00160951 -0.0101177
internal_weight=0 0.0109186 0.00964739 0.00862385 0.00741428 0.0032165 0.00419778 0.00319065 0.00212765
internal_count=3121 2965 2779 2454 1821 1063 758 369 183
is_linear=0
shrinkage=0.1


Tree=3585
num_leaves=12
num_cat=0
split_feature=48 48 51 52 52 51 1 2 133 15 4
split_gain=0.000156247 0.000139138 9.45124e-05 9.29848e-05 0.000206552 9.77345e-05 8.08906e-05 0.0001058 0.000167255 0.000115024 5.08423e-05
threshold=0.12879500000000002 0.096390000000000017 0.087505000000000013 -0.088204999999999992 -0.034054999999999995 -0.096089999999999981 0.11146500000000002 0.10097500000000002 -1.0000000180025095e-35 -0.008624999999999999 -0.084369999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 5 -5 -1 7 8 -6 -10 -11
right_child=-2 -3 -4 4 6 -7 -8 -9 9 10 -12
leaf_value=9.665966587650847e-05 -0.0007312142298925026 0.00064772878382436357 -0.00047621719466916926 0.0009685530170645693 -0.00057629860539855425 -0.00073855798645214364 0.00048474463909774744 -0.00045164259247409315 -0.00016521958532337373 0.00025173506272504147 0.00084251227353132748
leaf_weight=0.0010920094651607026 0.0010563279566239243 0.0013556694889181606 0.0014950209849427338 0.0010203238405491711 0.001073263333229206 0.0010629897310164972 0.0012584033877277231 0.001871290534755158 0.0012662905944810683 0.0010296012704694368 0.0012281062249799933
leaf_count=237 90 215 336 197 536 306 215 233 268 141 347
internal_value=0 5.1324e-05 -1.3894e-05 4.9504e-05 0.000139384 -0.000315326 2.98947e-05 -5.85926e-05 0.000101396 0.000307794 0.000573095
internal_weight=0 0.013753 0.0123973 0.0109023 0.00874728 0.002155 0.00772696 0.00646855 0.00459726 0.003524 0.00225771
internal_count=3121 3031 2816 2480 1937 543 1740 1525 1292 756 488
is_linear=0
shrinkage=0.00196078


Tree=3586
num_leaves=9
num_cat=0
split_feature=52 52 160 12 0 16 3 0
split_gain=2.75726e-05 5.39698e-05 4.59713e-05 5.28919e-05 5.14674e-05 7.80536e-05 4.42253e-05 0.000132076
threshold=-0.26636999999999994 -0.081429999999999989 0.050340000000000003 0.10711000000000002 -0.061629999999999997 -0.056919999999999991 -0.078934999999999991 -0.10474999999999998
decision_type=2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 5 6 -3 -8
right_child=1 2 -4 -5 -6 -7 7 -9
leaf_value=-0.015284560531222735 0.018665836529911935 -0.008309186660370383 -0.018242704332029951 -0.019860818956670176 0.018774258589688609 -0.024158805556828852 -0.005561819747616055 0.040617642973841517
leaf_weight=0.0010889076357775704 0.0015529737632956888 0.0014066475182804169 0.0013902733873559373 0.001013965818383142 0.0018686607290990601 0.0011037745322647254 0.0014781650893511506 0.0010659603497956229
leaf_count=354 417 797 216 203 208 519 179 228
internal_value=0 0.00140539 -0.00146838 0.0014698 0.00459386 -0.000648616 0.00591971 0.0137869
internal_weight=0 0.0108804 0.00932745 0.00793717 0.00692321 0.00505455 0.00395077 0.00254413
internal_count=3121 2767 2350 2134 1931 1723 1204 407
is_linear=0
shrinkage=0.1


Tree=3587
num_leaves=9
num_cat=0
split_feature=4 43 133 16 52 1 49 3
split_gain=2.73668e-05 6.68288e-05 7.34628e-05 5.57053e-05 0.000125906 6.16676e-05 6.84978e-05 5.33181e-05
threshold=-0.49405499999999997 -0.24021999999999996 0.076280000000000014 -0.008904999999999998 -0.07167999999999998 0.085110000000000005 -0.043469999999999995 0.095270000000000007
decision_type=2 2 2 2 2 2 2 2
left_child=-1 -2 3 5 -5 -3 -7 -8
right_child=1 2 -4 4 -6 6 7 -9
leaf_value=-0.015463351981985687 -0.021447501592565279 -0.027055153484470552 0.022943545260573118 -0.0095004621524781008 0.033971254293975212 0.018061060706033173 0.0016703075885956314 -0.02620118098732074
leaf_weight=0.001056661405271748 0.0011458127645996323 0.0010879321138821813 0.0017038539510711862 0.0013540352984361989 0.0013116097519609827 0.0013677696165774319 0.001777256032952498 0.0011182083208420412
leaf_count=156 156 688 962 304 221 153 347 134
internal_value=0 0.0013942 0.00408664 7.88908e-05 0.0118895 -0.00580446 -0.000381505 -0.00909347
internal_weight=0 0.0108665 0.00972067 0.00801681 0.00266565 0.00535117 0.00426323 0.00289546
internal_count=3121 2965 2809 1847 525 1322 634 481
is_linear=0
shrinkage=0.1


Tree=3588
num_leaves=12
num_cat=0
split_feature=484 403 3 131 42 15 151 0 48 0 16
split_gain=0.000152048 8.84967e-05 9.84035e-05 6.7425e-05 9.94439e-05 0.000115096 8.78106e-05 0.000104322 0.0001824 9.78687e-05 8.0562e-05
threshold=-0.0068949999999999992 0.096440000000000012 -0.15447499999999995 0.088610000000000008 0.088200000000000014 0.024640000000000006 -0.044604999999999992 -0.13027499999999997 0.086260000000000017 -0.075359999999999996 0.22339500000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 6 -4 8 -8 -9 -11
right_child=1 -3 3 -5 -6 -7 7 9 -10 10 -12
leaf_value=-0.00071101281261969659 0.00065481590609984381 -0.00050488876525477588 -0.0003450908453241561 -0.00038857417196786587 0.00049239752930016673 -0.00047003151517149757 0.0011155120027025369 -0.00044949800790896905 -8.0420146675610943e-06 0.00059586836975160839 -0.00011060707659194452
leaf_weight=0.0010784496678646954 0.001108579883914774 0.0010158094865463574 0.0013274202337126848 0.0012407103092019573 0.0019701299938027885 0.001603562753207468 0.0011008520327086585 0.0011988994093018934 0.0011214024430703518 0.0012070104664412052 0.0012772864259274546
leaf_count=503 179 215 242 349 547 462 77 279 62 115 91
internal_value=0 5.27287e-05 9.57843e-05 4.43427e-05 9.40462e-05 5.23167e-06 0.0001106 0.000213029 0.00054854 1.05994e-05 0.000232638
internal_weight=0 0.0141717 0.0131559 0.0120473 0.0108066 0.00883643 0.00723287 0.00590545 0.00222225 0.0036832 0.0024843
internal_count=3121 2618 2403 2224 1875 1328 866 624 139 485 206
is_linear=0
shrinkage=0.00196078


Tree=3589
num_leaves=9
num_cat=0
split_feature=50 160 12 1 48 160 0 52
split_gain=2.59499e-05 4.72156e-05 5.50131e-05 0.000106179 0.000134284 6.34853e-05 7.25811e-05 0.000144291
threshold=0.088425000000000017 -0.085579999999999976 0.097825000000000009 0.11181500000000001 0.092475000000000016 0.083670000000000008 -0.10011499999999998 0.08976000000000002
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 6 -3 -8
right_child=-2 2 -4 -5 -6 -7 7 -9
leaf_value=0.021381379600620698 -0.014169444741194496 0.015692315926316956 0.014036508396240233 -0.0277705039187887 0.034643897773375419 -0.026013774426118755 -0.03898946531452914 0.012689602342163687
leaf_weight=0.0010707775284438089 0.001179472017631379 0.0017855181938999133 0.0019972501707139411 0.0015720296516778184 0.0010120198266573462 0.0011412123435803959 0.0010167785059720267 0.0011528243867471206
leaf_count=385 560 176 379 273 154 249 733 212
internal_value=0 0.00145606 -0.000748573 -0.00459337 0.00137144 -0.00523574 0.000759559 -0.0115297
internal_weight=0 0.0107484 0.00967763 0.00768038 0.00610835 0.00509633 0.00395512 0.0021696
internal_count=3121 2561 2176 1797 1524 1370 1121 945
is_linear=0
shrinkage=0.1


Tree=3590
num_leaves=11
num_cat=0
split_feature=484 47 47 4 43 16 16 3 16 2
split_gain=0.000148824 7.87865e-05 8.49117e-05 9.1866e-05 8.41601e-05 0.000123289 0.000177171 0.000110397 0.000105584 0.000189669
threshold=-0.0068949999999999992 0.13148500000000005 0.09550500000000002 0.27834500000000006 -0.08287499999999999 0.22339500000000004 -0.0094449999999999968 -0.08824499999999999 -0.088159999999999988 0.092365000000000017
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 7 6 8 -2 9 -6
right_child=1 -3 -4 -5 5 -7 -8 -9 -10 -11
leaf_value=-0.00071554879853867267 -0.00010307173882887124 -0.0004700856406751449 0.0005105538674090624 0.00056564450751982068 0.00036871097154543217 -0.00073343968414300625 0.00065445688470675044 0.00064840436373107574 -0.00064876403505578198 -0.00063256070980689696
leaf_weight=0.001052025251466201 0.0016328986573511312 0.0010354898407403399 0.0016272001153306926 0.0011091462244844493 0.0019554814609949569 0.0011567139437209401 0.0011547258206107596 0.0013925899771807079 0.0014208297195571441 0.0011581498838051651
leaf_count=503 258 55 175 284 313 237 228 304 636 128
internal_value=0 4.9842e-05 9.25443e-05 3.05997e-05 -2.95178e-05 -0.000149876 -3.12272e-05 0.000242822 -0.000205841 -3.72319e-06
internal_weight=0 0.0136432 0.0126077 0.0109805 0.00987139 0.0068459 0.00568919 0.00302549 0.00453446 0.00311363
internal_count=3121 2618 2563 2388 2104 1542 1305 562 1077 441
is_linear=0
shrinkage=0.00196078


Tree=3591
num_leaves=10
num_cat=0
split_feature=11 13 39 1 15 16 16 15 2
split_gain=2.67735e-05 4.15065e-05 7.67328e-05 7.15605e-05 4.65163e-05 9.27521e-05 7.30964e-05 0.000142548 6.81568e-05
threshold=0.079915000000000014 -0.094514999999999988 0.0046100000000000004 0.07863500000000001 0.088655000000000025 -0.18708499999999997 0.033715000000000009 -0.0088349999999999974 0.089775000000000008
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 3 4 -1 5 -3 7 8 -7
right_child=-2 2 -4 -5 -6 6 -8 -9 -10
leaf_value=-0.0022825486608506382 -0.01537888920562339 -0.026496713021151686 0.021530004430771355 0.033165177892765546 -0.023295827631797515 -0.02006546094777184 -0.012826399049900412 0.043425351601897255 0.015498804964928642
leaf_weight=0.0012979483748351366 0.0010442795270906172 0.0012395484542591425 0.0012078477403840143 0.001014746214696795 0.0012435603939489519 0.0010409118323609062 0.0016678336735281643 0.0010392335303575132 0.0011172555125055039
leaf_count=133 199 145 309 207 600 384 401 501 242
internal_value=0 0.00138463 -0.00182818 0.0132709 -0.00566756 -0.00207664 0.00414503 0.0129977 -0.0016543
internal_weight=0 0.0108689 0.00855619 0.00231269 0.00734834 0.00610478 0.00486523 0.0031974 0.00215817
internal_count=3121 2922 2582 340 2273 1673 1528 1127 626
is_linear=0
shrinkage=0.1


Tree=3592
num_leaves=9
num_cat=0
split_feature=131 151 16 0 1 1 2 0
split_gain=2.65202e-05 4.26461e-05 8.12486e-05 4.78139e-05 0.000112327 8.53916e-05 8.95677e-05 4.33646e-05
threshold=0.088610000000000008 -0.086769999999999986 -0.48836499999999994 -0.084269999999999984 0.092390000000000014 0.088485000000000022 0.095195000000000016 -0.14723999999999998
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 -4 6 -5 -6
right_child=-2 2 3 5 7 -7 -8 -9
leaf_value=0.021044138006946704 -0.014941712262849072 0.022860078233869742 -0.033765696042742127 0.030545100189145986 -0.014595402218797508 -0.016209328780097818 -0.0038823743824977978 0.012711801553224928
leaf_weight=0.0010051530930291755 0.0010893743302399549 0.0012833258389893633 0.0014982529883188784 0.0014469015979637762 0.0010068530258802721 0.0015639802469847638 0.0015818544242829982 0.0013766987195173754
leaf_count=249 443 207 761 438 75 455 357 136
internal_value=0 0.00143159 -0.000588694 -0.00413961 -0.0123099 0.00276596 0.0125644 0.00117677
internal_weight=0 0.010763 0.00975787 0.00847454 0.0038818 0.00459274 0.00302876 0.00238355
internal_count=3121 2678 2429 2222 972 1250 795 211
is_linear=0
shrinkage=0.1


Tree=3593
num_leaves=12
num_cat=0
split_feature=484 41 4 150 133 133 2 0 0 4 43
split_gain=0.000148231 8.05542e-05 0.000113302 6.37061e-05 7.71341e-05 0.000168944 0.000121923 9.97277e-05 0.00019053 0.000203698 0.000109867
threshold=-0.0068949999999999992 0.075585000000000013 0.27044500000000005 0.08882000000000001 0.10722500000000001 0.061605000000000007 0.11177500000000001 -0.13027499999999997 -0.059114999999999994 0.053180000000000012 -0.074359999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 6 7 -2 9 -9 -10
right_child=1 -3 -4 -5 -6 -7 -8 8 10 -11 -12
leaf_value=-0.00072080466629183845 0.00059905936740875423 -0.00047825435651241112 0.000662839578088104 -0.00035535218788478707 -0.00042051210070901768 0.00075547161071964778 -0.00060556513772163452 -0.00090597790432808266 0.00085608014017774349 0.00017847011791773126 -7.4676778810483395e-06
leaf_weight=0.0010398468439044824 0.001348447125763378 0.0010340965526478415 0.0012043816335637067 0.001438127648633312 0.0010315404112200841 0.0014589992734406814 0.0010161237876916002 0.0013184382283715603 0.001109370233766338 0.0013455637181638697 0.0011574171014642719
leaf_count=503 117 146 295 204 324 326 158 786 52 74 136
internal_value=0 4.7567e-05 9.13175e-05 2.9991e-05 8.66207e-05 0.000146377 2.45642e-05 0.000126533 -2.69052e-06 -0.000358233 0.000415154
internal_weight=0 0.0134625 0.0124284 0.011224 0.0097859 0.00875436 0.00729536 0.00627924 0.00493079 0.002664 0.00226679
internal_count=3121 2618 2472 2177 1973 1649 1323 1165 1048 860 188
is_linear=0
shrinkage=0.00196078


Tree=3594
num_leaves=12
num_cat=0
split_feature=484 4 12 156 151 12 42 42 47 1 12
split_gain=0.000132325 7.37838e-05 6.24319e-05 5.49336e-05 7.73886e-05 0.000116343 0.000102764 0.000137721 0.000149066 0.000128591 4.93817e-06
threshold=-0.0068949999999999992 0.27044500000000005 0.10711000000000002 0.084085000000000007 -0.024429999999999997 0.097825000000000009 0.091545000000000015 0.08623500000000002 0.09550500000000002 0.086560000000000012 0.086095000000000019
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 6 7 8 9 10 -6
right_child=1 -3 -4 -5 5 -7 -8 -9 -10 -11 -12
leaf_value=-0.0006893841483027926 0.00053658352604189752 0.0004201288659522116 -0.00047117087981762579 -0.00037520717454227903 0.00014298418587854733 0.00061281328188011075 -0.00066020157544425823 0.00064982690178136903 0.0005297611831747576 -0.00066489491219049129 -5.1103579007709517e-05
leaf_weight=0.0010248644059961736 0.0012401631843189558 0.0017249980330412947 0.0010471405077389804 0.0011418045947309457 0.0010106410365019122 0.0010715902909160585 0.0010080511439177018 0.0010823045059636443 0.0010615190042207942 0.0018984734238070098 0.0010053672078765719
leaf_count=503 221 346 196 340 229 156 280 259 60 203 328
internal_value=0 4.18332e-05 -1.45821e-05 3.08663e-05 8.03065e-05 1.07733e-05 -8.05241e-05 1.59293e-05 -0.000121947 -0.000298675 4.61942e-05
internal_weight=0 0.0132921 0.0115671 0.0105199 0.00937811 0.00813795 0.00706636 0.00605831 0.004976 0.00391448 0.00201601
internal_count=3121 2618 2272 2076 1736 1515 1359 1079 820 760 557
is_linear=0
shrinkage=0.00196078


Tree=3595
num_leaves=9
num_cat=0
split_feature=457 1 42 403 52 13 3 16
split_gain=2.73742e-05 5.25665e-05 8.28397e-05 8.48686e-05 6.68002e-05 0.000137983 5.39264e-05 9.36499e-05
threshold=0.045365000000000009 0.122185 0.091735000000000025 0.03138500000000001 0.10160000000000001 -0.084034999999999985 -0.10115999999999999 -0.070454999999999976
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 -1 -7 -8
right_child=-2 -3 -4 -5 -6 6 7 -9
leaf_value=0.027685137152999601 0.011851383352107865 0.014035127250830488 -0.027322626777819027 0.02527076666876097 -0.025993568846111627 0.0091595720317075701 -0.039259848972577671 -0.00038636643535047352
leaf_weight=0.0013072606039422749 0.0016552408050436633 0.001702273877355825 0.0014135975286081797 0.0010609263709012648 0.0012490548824564641 0.0010056632527345793 0.0011477405729261314 0.0013470972126290587
leaf_count=403 289 286 555 238 325 196 417 412
internal_value=0 -0.00200965 -0.0052111 -0.000819703 -0.00538977 -3.69113e-05 -0.0103897 -0.01827
internal_weight=0 0.0102336 0.00853134 0.00711774 0.00605682 0.00480776 0.0035005 0.00249484
internal_count=3121 2832 2546 1991 1753 1428 1025 829
is_linear=0
shrinkage=0.1


Tree=3596
num_leaves=9
num_cat=0
split_feature=484 160 133 42 42 4 4 3
split_gain=2.49648e-05 4.97756e-05 7.69936e-05 5.01219e-05 0.000103308 5.50407e-05 8.17219e-05 6.81769e-05
threshold=0.085515000000000022 -1.0000000180025095e-35 -1.0000000180025095e-35 0.088060000000000013 0.095405000000000004 0.24564500000000003 -0.043364999999999994 0.096675000000000011
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 -3 5 -5 6 -4 -8
right_child=-2 2 3 4 -6 -7 7 -9
leaf_value=-0.018620300053538458 0.013761544830900639 -0.021739131238258606 0.011067606314872212 0.040964774989238166 -0.0042784991100955202 0.020402157261612066 -0.02986127432617143 0.001367186934967598
leaf_weight=0.0014796520767755448 0.0011745504117467746 0.0012673006052333789 0.0019860037755517722 0.0010123181745971398 0.0010064713850669357 0.0010930697391462758 0.0015126707472904767 0.0012998160675716242
leaf_count=659 341 709 369 184 301 161 325 72
internal_value=0 -0.00159987 0.00114422 0.00481032 0.0184087 0.000150742 -0.00446242 -0.0154288
internal_weight=0 0.0106573 0.00917765 0.00791035 0.00201879 0.00589156 0.00479849 0.00281249
internal_count=3121 2780 2121 1412 485 927 766 397
is_linear=0
shrinkage=0.1


Tree=3597
num_leaves=9
num_cat=0
split_feature=11 48 0 2 2 13 13 15
split_gain=2.57422e-05 3.87579e-05 0.000112272 4.91284e-05 7.60512e-05 5.5948e-05 0.000115708 8.4101e-05
threshold=0.079915000000000014 0.016865000000000002 -0.20211999999999997 0.11237500000000002 0.10097500000000002 -0.094514999999999988 -0.016469999999999995 -0.016799999999999995
decision_type=2 2 2 2 2 2 2 2
left_child=1 3 -3 4 5 -1 -7 -8
right_child=-2 2 -4 -5 -6 6 7 -9
leaf_value=0.018922206017021801 -0.015143720934080358 -0.0086980348184965937 0.029637578021322598 0.015649060672913811 -0.029311632631644581 -0.033508893886571502 -0.019202979226066504 0.015933194474474131
leaf_weight=0.0011234363250908824 0.0010331648504154 0.0014938728146769442 0.0015635397691084367 0.0012605221883172681 0.0011446146502342713 0.0011318463173289918 0.0010333910431332472 0.0019989982699892771
leaf_count=155 199 82 490 340 189 979 151 536
internal_value=0 0.00138215 0.0109065 -0.00240319 -0.00594086 -0.000881822 -0.00622459 0.00395933
internal_weight=0 0.0107502 0.00305741 0.00769281 0.00643229 0.00528767 0.00416424 0.00303239
internal_count=3121 2922 572 2350 2010 1821 1666 687
is_linear=0
shrinkage=0.1


Tree=3598
num_leaves=11
num_cat=0
split_feature=484 4 43 43 16 52 4 4 43 0
split_gain=0.000123733 7.84805e-05 7.01983e-05 0.000137867 0.00015658 9.75667e-05 7.45309e-05 0.00013943 0.000141639 0.000121616
threshold=-0.0068949999999999992 0.27044500000000005 -0.074359999999999996 -0.092909999999999979 0.19444000000000003 -0.089199999999999988 -1.0000000180025095e-35 -0.077834999999999988 0.07827000000000002 -0.10224499999999999
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 -4 7 8 -7 -8
right_child=1 -3 5 -5 -6 6 9 -9 -10 -11
leaf_value=-0.00066037939783425599 -0.00044339184307875742 0.00042718161884436448 -0.00067898831512946294 0.00063093170710924848 0.00053007076193297656 -0.00066759195139396311 -0.00055175355239661455 0.00067853095010554317 0.00036658343312660226 0.00027344962065731693
leaf_weight=0.0010329736121221936 0.0017370056067415643 0.0017813962866688104 0.0010690593083744673 0.0016440358901127108 0.0010015636510719572 0.0010206008156798179 0.0019514127023582128 0.0012583266835642492 0.0010160432333559122 0.0010594057643570371
leaf_count=503 287 346 269 490 74 496 125 339 63 129
internal_value=0 4.36543e-05 -1.44547e-05 0.000182083 -8.73721e-05 -0.00013125 -3.83888e-05 0.000165383 -0.000151661 -0.000261392
internal_weight=0 0.0135388 0.0117575 0.00438261 0.00273857 0.00737485 0.00630579 0.00329497 0.00203664 0.00301082
internal_count=3121 2618 2272 851 361 1421 1152 898 559 254
is_linear=0
shrinkage=0.00196078


Tree=3599
num_leaves=9
num_cat=0
split_feature=50 4 151 2 49 3 16 0
split_gain=2.4995e-05 4.6155e-05 5.8206e-05 6.99702e-05 6.54151e-05 0.000128927 0.000168048 0.000113529
threshold=0.088425000000000017 0.40473500000000007 -0.024429999999999997 0.113445 -0.069799999999999987 -0.059315 0.23311500000000004 -0.077999999999999986
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 -1 4 -4 7 -7 -6
right_child=-2 -3 3 -5 5 6 -8 -9
leaf_value=0.016482785827451826 -0.014003201084263263 0.020766408348199792 -0.02406619412875385 -0.028918883568104917 -0.036187845672728911 0.036012587742069779 -0.013791449636512014 0.0042494580193996948
leaf_weight=0.0016181750394168018 0.0011599623643360627 0.001108649109970195 0.001022669780359739 0.0010097592486512982 0.0011399115740365188 0.0018848945609795799 0.0010576467115165356 0.0017760441370117119
leaf_count=385 560 279 113 214 927 179 67 397
internal_value=0 0.00145714 -0.000794094 -0.00433703 -0.000729824 0.00334382 0.0181114 -0.0115584
internal_weight=0 0.0106178 0.0095091 0.00789093 0.00688117 0.0058585 0.00294254 0.00291596
internal_count=3121 2561 2282 1897 1683 1570 246 1324
is_linear=0
shrinkage=0.1


Tree=3600
num_leaves=11
num_cat=0
split_feature=484 48 4 42 16 133 15 48 52 0
split_gain=0.000125681 7.50905e-05 0.000138472 7.04975e-05 5.82948e-05 8.61895e-05 0.000155458 0.000114918 7.09095e-05 8.54602e-05
threshold=-0.0068949999999999992 0.11951500000000001 0.40473500000000007 0.10194000000000002 -0.014034999999999997 0.083950000000000011 -0.03241999999999999 0.085845000000000019 0.10347000000000002 -0.053834999999999994
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 6 7 -2 9 -6
right_child=1 -3 -4 -5 8 -7 -8 -9 -10 -11
leaf_value=-0.00067328955770606632 0.00042874407660205554 -0.00047034992142142842 0.00073420105218415844 -0.00047290863768031379 0.00041153296326653836 0.0003862898170071348 -0.00066396735917928051 -0.00039371137961325607 0.00068776311049707827 -0.00019440593057337455
leaf_weight=0.0010317109282390038 0.0016001236472985522 0.0010356493748221807 0.0011281204859690556 0.0010392130479903198 0.0017306154750139097 0.0012397820903097484 0.0016980841370171835 0.0011036842429123228 0.0010041353833599616 0.0018530979740749541
leaf_count=503 177 93 262 242 480 276 638 137 78 235
internal_value=0 3.68665e-05 7.924e-05 1.36714e-05 6.31029e-05 -7.03775e-05 -0.000198997 9.30208e-05 0.000227244 9.82088e-05
internal_weight=0 0.0134325 0.0123969 0.0112687 0.0102295 0.00564167 0.00440189 0.00270381 0.00458785 0.00358371
internal_count=3121 2618 2525 2263 2021 1228 952 314 793 715
is_linear=0
shrinkage=0.00196078


Tree=3601
num_leaves=11
num_cat=0
split_feature=484 4 16 48 0 0 13 43 13 2
split_gain=0.00014109 8.49292e-05 5.94943e-05 7.96887e-05 8.6494e-05 0.000102224 9.58654e-05 0.000117217 8.32997e-05 4.51828e-05
threshold=-0.0068949999999999992 0.27044500000000005 -0.36241499999999999 0.092475000000000016 -0.10607499999999999 -0.084269999999999984 -0.094514999999999988 -0.074359999999999996 0.17001000000000002 0.08647500000000001
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 9 -6 -7 8 -8 -4
right_child=1 -3 3 -5 5 6 7 -9 -10 -11
leaf_value=-0.00070935918224036051 -0.00039321593875864188 0.00043993289560748767 0.00054530354100500958 0.00046418658956402884 -0.00067537656480670563 0.00045779221284053816 0.0003803019080749645 -0.00059878478362012408 -0.00034080406605224321 1.8512221517961324e-05
leaf_weight=0.0010326896017762406 0.0014279740930646006 0.0017938294754770772 0.0012174533340719752 0.001425935451346636 0.0011840453786879932 0.0011681391481044405 0.0014889085122541139 0.0015756819103981412 0.0010503908891625058 0.001288447451539762
leaf_count=503 102 346 73 222 567 39 374 693 66 136
internal_value=0 4.23725e-05 -1.79266e-05 3.36076e-05 -3.4817e-05 -0.00015465 -3.79458e-05 -0.000178673 8.20137e-05 0.000274446
internal_weight=0 0.0136208 0.011827 0.010399 0.00897307 0.00646717 0.00528312 0.00411498 0.0025393 0.0025059
internal_count=3121 2618 2272 2170 1948 1739 1172 1133 440 209
is_linear=0
shrinkage=0.00196078


Tree=3602
num_leaves=10
num_cat=0
split_feature=42 49 151 4 42 4 16 0 1
split_gain=2.28063e-05 5.25513e-05 9.63202e-05 8.83212e-05 7.12018e-05 6.24199e-05 5.69535e-05 7.74955e-05 7.07171e-06
threshold=-1.0000000180025095e-35 -0.047584999999999995 -0.033849999999999991 0.0052350000000000009 0.091545000000000015 -0.27825499999999997 -0.15241499999999997 -0.084269999999999984 0.09202500000000001
decision_type=2 2 2 2 2 2 2 2 2
left_child=8 3 -3 -2 5 -4 -7 -8 -1
right_child=1 2 4 -5 -6 6 7 -9 -10
leaf_value=-0.015580040869875742 -0.0048902938548875553 -0.030367319689937805 -0.011376924273179202 0.03465821122035663 -0.017976281136622838 0.032701952725798761 -0.0085482376244180713 0.02566314607398569 -0.0037583330303771079
leaf_weight=0.0010243343362105655 0.0011064360883214985 0.0010387330261369659 0.0012743401268258663 0.0011532662612756684 0.0013528940564719125 0.0011580507970596196 0.001536665967163924 0.0011634052719408572 0.0010000215109917578
leaf_count=726 230 272 176 130 590 179 426 256 136
internal_value=0 0.00192043 -0.00209597 0.0152938 0.00243214 0.00781171 0.0141497 0.00619275 -0.00974018
internal_weight=0 0.00978379 0.00752409 0.0022597 0.00648536 0.00513246 0.00385812 0.00270007 0.00202436
internal_count=3121 2259 1899 360 1627 1037 861 682 862
is_linear=0
shrinkage=0.1


Tree=3603
num_leaves=10
num_cat=0
split_feature=11 0 42 49 15 15 16 0 13
split_gain=2.42846e-05 3.76963e-05 7.17716e-05 0.0001096 7.26285e-05 0.000108231 0.00010482 7.45236e-05 5.41288e-05
threshold=0.079915000000000014 -0.019414999999999998 0.091295000000000015 -0.054319999999999993 -0.0088349999999999974 0.085465000000000013 -0.056919999999999991 -0.15090499999999998 -0.029529999999999997
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 6 -6 7 -5 -3
right_child=-2 8 -4 4 5 -7 -8 -9 -10
leaf_value=-0.029326321184329509 -0.014756664618437693 -0.0047511492698871028 0.018086473250215541 -0.013497656178189205 0.038909048318077913 -0.0069998553463092375 -0.033723756328051059 0.02392657235699356 0.025636607433337184
leaf_weight=0.0015724848386613139 0.0010272717224245687 0.0010371166080540609 0.0014868185363628959 0.001118003925957207 0.0010046437181662595 0.001050465326735057 0.0010970196220642945 0.0010153141198204719 0.0013481657922472866
leaf_count=265 199 83 604 95 316 547 482 344 186
internal_value=0 0.00133779 -0.00183113 -0.00614932 0.000746116 0.0154428 -0.00860377 0.00431373 0.0124241
internal_weight=0 0.01073 0.00834475 0.00685793 0.00528545 0.00205511 0.00323034 0.00213332 0.00238528
internal_count=3121 2922 2653 2049 1784 863 921 439 269
is_linear=0
shrinkage=0.1


Tree=3604
num_leaves=12
num_cat=0
split_feature=484 41 4 160 133 13 2 49 16 0 52
split_gain=0.000167295 7.77986e-05 0.000108532 4.63502e-05 0.000101327 9.50281e-05 0.000139861 6.78971e-05 0.000195241 8.16715e-05 7.98115e-05
threshold=-0.0068949999999999992 0.075585000000000013 0.27044500000000005 -0.082869999999999985 -0.0061299999999999992 -0.084034999999999985 0.10613000000000002 -0.081404999999999991 -0.094359999999999986 -0.091069999999999984 0.08976000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 -5 6 -6 -7 -9 -10 -11
right_child=1 -3 -4 4 5 7 -8 8 9 10 -12
leaf_value=-0.00076521963367709737 -0.00033020315231927812 -0.0004595026156786967 0.00066118928318612371 -0.00038131908753657589 0.0009963429796864588 0.0004838695843998273 -9.289683207418989e-06 -0.00075547308247586749 0.00054316598644236873 -0.00033850012719805416 0.0003761770186166899
leaf_weight=0.0010277780289343176 0.0011688115382852875 0.001037025566507103 0.0011947613729795291 0.001526773369665761 0.0011339349806883704 0.001109321229914177 0.0010011765356729985 0.0011658988370662764 0.0013767136470776752 0.0014962243582026468 0.0010038222479328146
leaf_count=503 422 146 295 605 146 101 79 77 82 538 127
internal_value=0 5.60515e-05 9.99559e-05 3.89015e-05 8.28611e-05 0.000168379 0.000524791 4.46829e-05 -5.19326e-05 0.000159651 -5.15419e-05
internal_weight=0 0.0132145 0.0121774 0.0109827 0.00981387 0.00828709 0.00213511 0.00615198 0.00504266 0.00387676 0.00250005
internal_count=3121 2618 2472 2177 1755 1150 225 925 824 747 665
is_linear=0
shrinkage=0.00196078


Tree=3605
num_leaves=10
num_cat=0
split_feature=484 41 15 52 13 43 16 15 3
split_gain=0.000156036 0.000108343 9.85243e-05 9.27356e-05 0.000110913 9.86883e-05 9.87769e-05 0.000114861 7.61023e-05
threshold=-0.0068949999999999992 0.075585000000000013 -0.10653 -0.081429999999999989 -0.0044799999999999987 0.016310000000000002 -0.094359999999999986 -0.074054999999999996 -0.083924999999999986
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 -4 6 -5 -8 -9
right_child=1 -3 3 5 -6 -7 7 8 -10
leaf_value=-0.00074694241822749518 0.00050550475910756168 -0.00056846268697102417 0.0007802748060863928 -0.00065061625098982866 -2.3012229110236482e-05 0.00029777472942225903 0.00050259826123409223 8.7720585802839919e-05 -0.00053655732166123151
leaf_weight=0.0010240211401463068 0.0019308296107706331 0.0010116381161207879 0.0011932959962789006 0.0015047286802551841 0.0014810663760893967 0.0018833829814279062 0.0010316565439239252 0.0013681901026001766 0.0016636424662207975
leaf_count=503 407 146 294 211 271 283 119 432 455
internal_value=0 4.78781e-05 9.95928e-05 2.21931e-05 0.000335413 -9.02208e-05 -0.000221456 -6.25355e-05 -0.000254836
internal_weight=0 0.0130684 0.0120568 0.010126 0.00267436 0.0074516 0.00556822 0.00406349 0.00303183
internal_count=3121 2618 2472 2065 565 1500 1217 1006 887
is_linear=0
shrinkage=0.00196078


Tree=3606
num_leaves=12
num_cat=0
split_feature=484 41 4 43 43 0 2 0 43 43 49
split_gain=0.000127608 7.90291e-05 0.000126018 5.94445e-05 9.45449e-05 7.39831e-05 0.00014942 7.56975e-05 0.000181717 0.000147205 6.62552e-05
threshold=-0.0068949999999999992 0.075585000000000013 0.27044500000000005 0.016310000000000002 0.16180500000000003 -0.10607499999999999 0.086285000000000014 -0.08824499999999999 -0.074359999999999996 -0.093959999999999988 -0.047584999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 5 -5 6 -2 -7 9 -9 -8
right_child=1 -3 -4 4 -6 7 10 8 -10 -11 -12
leaf_value=-0.00067767069907252709 0.00080170330791978263 -0.00047747602696207451 0.00070375135607198892 0.00071801393388050525 -9.1795697196333812e-05 -0.00066239930263839301 0.00022519878629834978 -0.00011020755034567143 -0.00057591762553983305 0.0008351057634272337 -0.00047528055275149319
leaf_weight=0.0010181162161260237 0.0010279722186058455 0.0010318345933146992 0.0011548450070808956 0.0010961961420477024 0.0011212201684708328 0.001048237470585806 0.0010780026630463728 0.001715442627531991 0.001717178978329141 0.0010040074698955763 0.0010014008773957528
leaf_count=503 52 146 295 193 162 232 97 241 744 357 99
internal_value=0 4.31851e-05 8.80876e-05 2.23134e-05 0.00030854 -5.15535e-05 0.000190176 -0.000188502 -7.65347e-05 0.000238797 -0.000112139
internal_weight=0 0.0129963 0.0119645 0.0108097 0.00221742 0.00859224 0.00310738 0.00548487 0.00443663 0.00271945 0.0020794
internal_count=3121 2618 2472 2177 355 1822 248 1574 1342 598 196
is_linear=0
shrinkage=0.00196078


Tree=3607
num_leaves=12
num_cat=0
split_feature=484 41 4 12 12 4 0 0 52 160 47
split_gain=0.00012122 7.72677e-05 9.79285e-05 6.45061e-05 9.56056e-05 6.94337e-05 0.000119573 0.000135654 0.000144826 0.000102027 0.000174723
threshold=-0.0068949999999999992 0.075585000000000013 0.27044500000000005 0.10711000000000002 0.097825000000000009 -0.35136499999999998 -0.061629999999999997 -0.10011499999999998 0.024145000000000003 0.086075000000000013 0.078875000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 -2 7 9 -9 10 -7
right_child=1 -3 -4 -5 -6 6 -8 8 -10 -11 -12
leaf_value=-0.00066572539504090281 -0.00040963589665950868 -0.00047641498932468498 0.00061297222595277454 -0.0004515478497652341 0.00059978471131718486 0.00071848722099904032 0.00058156810615959573 -0.000923638218923229 9.8797740336844804e-05 -0.00036211692670393809 -0.00028848274339094652
leaf_weight=0.0010300582053879423 0.0013601593942149702 0.0010551889908464443 0.0011820726524939254 0.0010163600473871845 0.0011461073244622188 0.0018492545330597741 0.0014315105719562553 0.0011390658938335331 0.0010004704447957261 0.0010266613930274698 0.0010323038269337559
leaf_count=503 160 146 295 190 191 166 114 617 605 83 51
internal_value=0 3.25969e-05 7.66797e-05 1.9059e-05 6.69589e-05 -2.12654e-06 7.1982e-05 -4.86376e-05 -0.000445536 0.000168643 0.000357745
internal_weight=0 0.0132392 0.012184 0.0110019 0.00998553 0.00883943 0.00747927 0.00604776 0.00213954 0.00390822 0.00288156
internal_count=3121 2618 2472 2177 1987 1796 1636 1522 1222 300 217
is_linear=0
shrinkage=0.00196078


Tree=3608
num_leaves=9
num_cat=0
split_feature=457 1 15 4 4 16 16 3
split_gain=2.68801e-05 5.61664e-05 8.17043e-05 9.27484e-05 0.000110556 7.24619e-05 4.67373e-05 4.05737e-05
threshold=0.045365000000000009 0.111945 0.090615000000000015 -0.0029599999999999995 -0.084369999999999987 -0.074319999999999983 0.19444000000000003 0.10732000000000001
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 4 6 -5 -1 -3
right_child=-2 7 -4 5 -6 -7 -8 -9
leaf_value=-0.01763804031093907 0.011765907739825507 0.020243854187779752 -0.032286207485406941 -0.034304064673969369 0.029514112163492163 3.2679703903739797e-05 0.010214793722046115 -0.0040687681474056263
leaf_weight=0.0013845244706108192 0.0016463383742475407 0.0016313284338259322 0.0010593621909633626 0.0012537219839654375 0.0014242943610313316 0.0012056123054998485 0.0010665492366321305 0.0011850210159940911
leaf_count=380 289 290 506 318 769 268 137 164
internal_value=0 -0.00200357 -0.00658097 -0.00228224 0.007357 -0.0174715 -0.00551828 0.010014
internal_weight=0 0.0102104 0.00739406 0.0063347 0.00387537 0.00245933 0.00245107 0.00281635
internal_count=3121 2832 2378 1872 1286 586 517 454
is_linear=0
shrinkage=0.1


Tree=3609
num_leaves=9
num_cat=0
split_feature=4 16 0 47 4 48 12 13
split_gain=2.47878e-05 3.60685e-05 5.90157e-05 7.03665e-05 0.000102162 5.48994e-05 4.67048e-05 5.82657e-05
threshold=0.27287000000000006 -0.36241499999999999 -0.10607499999999999 0.09550500000000002 -0.025314999999999994 0.086260000000000017 0.089735000000000023 -0.016469999999999995
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 5 4 6 -3 -4 -8
right_child=-2 2 3 -5 -6 -7 7 -9
leaf_value=-0.017692090944866821 0.011439838911751744 0.023052588549745748 -0.014552141708839292 0.01676140697133361 -0.03631688742898536 -0.0061842272888029464 -0.0089642081640767032 0.024571819589921579
leaf_weight=0.0012674673798636583 0.0016116459044183953 0.001768507388987749 0.0017314272581254093 0.0011854777963067366 0.0011612111856218283 0.0010085059578494593 0.0010426544300644193 0.0010297117550842163
leaf_count=139 352 196 678 213 766 116 363 298
internal_value=0 -0.00190626 0.000334908 -0.00512837 -0.0103549 0.0124349 -0.00242933 0.00769908
internal_weight=0 0.010195 0.0089275 0.00615048 0.004965 0.00277701 0.00380379 0.00207237
internal_count=3121 2769 2630 2318 2105 312 1339 661
is_linear=0
shrinkage=0.1


Tree=3610
num_leaves=9
num_cat=0
split_feature=49 42 43 16 0 0 2 43
split_gain=2.41383e-05 4.94426e-05 7.27409e-05 8.47201e-05 8.16963e-05 0.000134368 9.38182e-05 3.50963e-05
threshold=-0.080089999999999981 0.091545000000000015 0.15359500000000004 0.22339500000000004 -0.077999999999999986 -0.10151999999999999 0.091185000000000002 -0.014584999999999999
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 6 -2 -6
right_child=1 -3 -4 -5 7 -7 -8 -9
leaf_value=0.010687148733445818 0.022290014608872435 -0.018134459385822196 0.026237253789605359 -0.029292345593963938 0.005403682905693606 -0.036925932805726668 -0.011489173465880444 0.031768297739757548
leaf_weight=0.0017697683466271824 0.0015264534874247413 0.0015932458744509119 0.0010109987944234367 0.0010087196961412644 0.0010147453365614903 0.0010525501291589949 0.0017821982456206996 0.0010049633223017222
leaf_count=260 144 644 169 275 192 1041 244 152
internal_value=0 -0.00198351 0.00107964 -0.00236225 0.00189497 -0.00580521 0.00409493 0.0185221
internal_weight=0 0.00999387 0.00840063 0.00738963 0.00638091 0.0043612 0.00330865 0.00201971
internal_count=3121 2861 2217 2048 1773 1429 388 344
is_linear=0
shrinkage=0.1


Tree=3611
num_leaves=12
num_cat=0
split_feature=484 4 156 133 133 15 3 3 42 160 15
split_gain=0.000162937 0.000104071 6.60053e-05 8.69471e-05 0.00016993 0.000124569 0.000121928 0.000191592 8.55419e-05 6.30899e-05 5.93115e-05
threshold=-0.0068949999999999992 0.27044500000000005 0.084085000000000007 0.10722500000000001 0.083950000000000011 0.024640000000000006 -0.10519499999999998 -1.0000000180025095e-35 0.081660000000000024 0.0030550000000000004 -0.037864999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 6 -2 -8 -7 10 -9
right_child=1 -3 -4 -5 -6 8 7 9 -10 -11 -12
leaf_value=-0.00075164956719370505 0.00073958156436646297 0.00049496625810710698 -0.00046408136490666037 -0.00050911583632160906 0.00072428374737356391 -0.00084228943320145265 -0.00060556627148618237 0.00014150775330110227 -4.7423125022427859e-05 -0.00014156554378290045 0.00077521118888336364
leaf_weight=0.0010487228509812345 0.0010328089118206707 0.0017617518090414343 0.0011426525204379602 0.0010256624105210417 0.0013913702094808912 0.0010035818897522327 0.0014249875872129076 0.0012186185984079945 0.0010814699790442708 0.0010629073814634182 0.0010633122719294679
leaf_count=503 88 346 357 327 275 409 356 69 305 45 41
internal_value=0 5.13193e-05 -1.6958e-05 3.26219e-05 9.2503e-05 -1.89418e-05 0.000128767 -3.49278e-06 -0.00043001 0.000253006 0.000436795
internal_weight=0 0.0132091 0.0114474 0.0103047 0.00927906 0.00788769 0.00580263 0.00476983 0.00208505 0.00334484 0.00228193
internal_count=3121 2618 2272 1915 1588 1313 599 511 714 155 110
is_linear=0
shrinkage=0.00196078


Tree=3612
num_leaves=13
num_cat=0
split_feature=484 47 15 42 1 16 457 15 1 4 3 4
split_gain=0.000115236 8.4754e-05 9.03957e-05 0.000104223 0.000119849 9.06694e-05 7.68152e-05 8.84804e-05 8.46737e-05 0.000117737 8.46833e-05 7.83837e-05
threshold=-0.0068949999999999992 0.13148500000000005 -0.10653 0.09832500000000001 0.11212500000000002 -0.27167499999999994 0.087995000000000004 0.013270000000000002 1.0000000180025095e-35 -0.0024449999999999997 -0.014944999999999998 -0.082109999999999975
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 5 4 6 -2 7 8 10 -10 -4 -9
right_child=1 -3 3 -5 -6 -7 -8 11 9 -11 -12 -13
leaf_value=-0.00062728629799047432 5.2726117909810777e-05 -0.00049638048041714036 -0.00058626658686699142 0.00056493096533142542 -0.00068120332264965733 0.00083133388641494369 0.00052039794967875623 5.6166798250293588e-05 0.0007986384088924846 -6.819003998486932e-05 0.00020573561644174825 -0.0006583508454288614
leaf_weight=0.0010577707571817864 0.001154678221814366 0.0010276702579903587 0.0010127087562617895 0.0011531300148409493 0.001057737108514604 0.0011454387589493859 0.0010319567646978056 0.0010243621247886133 0.0011900223307688453 0.0012200622565376462 0.001064775552366724 0.0013929720472955246
leaf_count=503 222 55 389 275 139 215 99 386 267 98 46 427
internal_value=0 4.4819e-05 8.94994e-05 9.94806e-06 -6.12021e-05 0.000440466 2.14248e-05 -5.31481e-05 0.000109758 0.000359822 -0.000180341 -0.000355569
internal_weight=0 0.0134755 0.0124478 0.0101477 0.0089946 0.00230012 0.00793686 0.0069049 0.00448757 0.00241008 0.00207748 0.00241733
internal_count=3121 2618 2563 2126 1851 437 1712 1613 800 365 435 813
is_linear=0
shrinkage=0.00196078


Tree=3613
num_leaves=11
num_cat=0
split_feature=484 41 3 3 43 15 0 13 47 160
split_gain=0.000132419 7.49668e-05 9.83608e-05 8.58733e-05 0.000108242 0.000113596 9.81793e-05 0.000163255 7.83254e-05 0.000162158
threshold=-0.0068949999999999992 0.075585000000000013 -0.11255999999999998 -0.08824499999999999 -0.074359999999999996 -0.016799999999999995 -0.10011499999999998 -0.095304999999999987 0.078875000000000015 0.083670000000000008
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 5 -5 8 -8 9 -6
right_child=1 -3 3 4 6 -7 7 -9 -10 -11
leaf_value=-0.00068541488724346443 0.000511872762493357 -0.00045766623562596526 -0.00051981598373176279 2.3791912971260694e-05 0.00065525741036831649 0.00086664631063507549 0.00016331884293857782 -0.00081161862412825261 -0.00025698004282956159 -0.00028721022746718727
leaf_weight=0.0010405668540028777 0.0017682888505074499 0.001067982494438193 0.0010504032042633381 0.0012926703088410874 0.001888934028946178 0.0011723047548650766 0.0012519350384856875 0.0013974425075299025 0.0013960692319088253 0.001116901552628613
leaf_count=503 216 146 355 436 187 204 109 826 73 66
internal_value=0 4.07028e-05 8.38525e-05 1.2225e-05 7.09516e-05 0.000424641 -5.26905e-05 -0.000350922 0.000126807 0.000305057
internal_weight=0 0.0134029 0.0123349 0.0105667 0.00951626 0.00246498 0.00705128 0.00264938 0.0044019 0.00300584
internal_count=3121 2618 2472 2256 1901 640 1261 935 326 253
is_linear=0
shrinkage=0.00196078


Tree=3614
num_leaves=10
num_cat=0
split_feature=150 151 43 43 52 12 3 2 42
split_gain=2.34783e-05 6.70676e-05 4.55265e-05 0.000155938 0.000100334 9.04289e-05 7.82417e-05 8.87531e-05 2.83084e-05
threshold=0.081835000000000019 -0.024429999999999997 -0.074359999999999996 -0.092909999999999979 -0.07167999999999998 0.090020000000000017 0.10732000000000001 0.088225000000000012 0.085465000000000013
decision_type=2 2 2 2 2 2 2 2 2
left_child=2 -2 3 8 -4 6 7 -6 -1
right_child=1 -3 4 -5 5 -7 -8 -9 -10
leaf_value=-0.018652487495127244 0.026004396282397042 -0.0094148533403173029 -0.035742823175106728 0.037189514883989874 -0.0013378426831195109 -0.021956403040652595 -0.013605594895048768 0.036294194403089612 0.00410792625830939
leaf_weight=0.0012017082828157102 0.0011387024681055334 0.0010077153767628453 0.0010290095155646543 0.001144944871214075 0.0012900994591922054 0.0015505864222120709 0.0012591726754107163 0.0012187761113412201 0.0010021794734419841
leaf_count=294 274 146 319 607 502 556 135 176 112
internal_value=0 0.00937552 -0.00218288 0.00725088 -0.00715986 -0.00162984 0.00673472 0.0169433 -0.00830259
internal_weight=0 0.00214642 0.00969648 0.00334883 0.00634764 0.00531863 0.00376805 0.00250888 0.00220389
internal_count=3121 420 2701 1013 1688 1369 813 678 406
is_linear=0
shrinkage=0.1


Tree=3615
num_leaves=12
num_cat=0
split_feature=484 403 48 4 133 15 12 2 160 3 16
split_gain=0.000157476 0.000107039 0.000122133 0.000177112 8.54402e-05 0.000150315 0.00015629 0.000128298 0.000112427 8.21906e-05 5.81076e-05
threshold=-0.0068949999999999992 0.096440000000000012 0.11951500000000001 0.40473500000000007 0.083950000000000011 0.024640000000000006 0.095330000000000012 0.099185000000000009 0.055845000000000006 -1.0000000180025095e-35 -0.078844999999999985
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 6 7 8 9 -2 -6
right_child=1 -3 -4 -5 10 -7 -8 -9 -10 -11 -12
leaf_value=-0.00072428533574507765 -0.00010469393764189594 -0.00056129435478212474 -0.00054398911720432495 0.00087341244338818604 0.00073964289956817753 -0.00055966529446668865 -0.00052826054240183071 0.00079696877357056796 -0.00047085918354985155 0.00053328385263489147 0.00013374697566397858
leaf_weight=0.0011105343566769231 0.0013352023283398609 0.0010453413930518437 0.0010704087617865567 0.0011659395914323618 0.0010462027370508938 0.0016322826846165671 0.0012300007625760502 0.0012504628538296259 0.0010597783174869924 0.0018549784645273189 0.0014547300084830029
leaf_count=503 257 215 89 247 220 606 173 201 64 79 467
internal_value=0 4.2517e-05 9.06994e-05 0.000147175 6.92314e-05 -2.58621e-05 0.000103598 0.000244893 8.24564e-05 0.000266268 0.000387208
internal_weight=0 0.0141453 0.0131 0.0120296 0.0108636 0.00836271 0.00673042 0.00550042 0.00424996 0.00319018 0.00250093
internal_count=3121 2618 2403 2314 2067 1380 774 601 400 336 687
is_linear=0
shrinkage=0.00196078


Tree=3616
num_leaves=12
num_cat=0
split_feature=484 41 4 43 0 2 16 16 43 42 43
split_gain=0.000138301 0.000105019 0.000108252 6.41387e-05 8.84314e-05 0.000135306 0.000121707 0.000103673 0.000138619 0.000111485 8.03271e-05
threshold=-0.0068949999999999992 0.075585000000000013 0.27044500000000005 0.016310000000000002 -0.10607499999999999 0.086285000000000014 -0.092484999999999984 -0.084119999999999986 -0.074359999999999996 -1.0000000180025095e-35 0.16180500000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 -2 -7 -6 9 -9 -5
right_child=1 -3 -4 10 7 6 -8 8 -10 -11 -12
leaf_value=-0.00068228489413816175 0.0008139361820335392 -0.00053692089891271009 0.00065247964584513808 0.00070533192608898698 -0.00075049498043198103 -0.00048859985866649071 0.00044717461798914027 -0.00028107772289853283 -0.00046381258211556357 0.00053078323595905801 -2.1136224406486221e-05
leaf_weight=0.00106056119240813 0.0010268638143972088 0.0010682546705059201 0.0012438809261557668 0.0011363942563422588 0.0010077432145013275 0.0011439079073413613 0.0010027978672795812 0.001046399406858078 0.0019063780081573297 0.0017179408983843064 0.001206413827086702
leaf_count=503 52 146 295 193 406 72 124 194 579 395 162
internal_value=0 5.30552e-05 0.000103723 4.27497e-05 -3.36035e-05 0.000228548 -5.14684e-05 -0.000180115 -5.70506e-05 0.000223465 0.000331242
internal_weight=0 0.013507 0.0124387 0.0111948 0.00885203 0.00317357 0.00214671 0.00567846 0.00467072 0.00276434 0.00234281
internal_count=3121 2618 2472 2177 1822 248 196 1574 1168 589 355
is_linear=0
shrinkage=0.00196078


Tree=3617
num_leaves=11
num_cat=0
split_feature=484 15 4 47 0 160 1 12 403 2
split_gain=0.000139979 0.000101515 9.26924e-05 7.78458e-05 0.000110167 0.000211852 0.000154614 0.000175978 9.34401e-05 8.54645e-05
threshold=-0.0068949999999999992 -0.15914499999999995 0.25615500000000008 0.09550500000000002 -0.11013499999999998 0.086870000000000017 0.090475000000000014 0.088245000000000004 0.03138500000000001 0.097845000000000015
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 5 -3 7 -6 9 -9
right_child=1 2 -4 -5 6 -7 -8 8 -10 -11
leaf_value=-0.00069359214844151563 0.0005303913084437926 0.0007019540018441472 -0.00055169776316778643 0.00044183757021142619 -0.00047855792511454834 -0.00042165743489992199 -0.00070264922551543691 -0.00035587398915020238 0.0007465583776022312 0.00042415075882118968
leaf_weight=0.0010566606470687251 0.0014892118293975123 0.0018050881292015842 0.0011115833875996227 0.001603154524197784 0.0018594914622836827 0.0010039775431389536 0.0015608563674914325 0.0010589920940575251 0.0010876564912552997 0.0011020389807639246
leaf_count=503 321 175 139 149 644 71 408 373 138 200
internal_value=0 4.71163e-05 -1.191e-05 4.22372e-05 -2.53524e-05 0.000300368 -0.000162549 2.48379e-06 0.000277824 4.19073e-05
internal_weight=0 0.0136821 0.0121928 0.0110813 0.0094781 0.00280907 0.00666904 0.00510818 0.00324869 0.00216103
internal_count=3121 2618 2297 2158 2009 246 1763 1355 711 573
is_linear=0
shrinkage=0.00196078


Tree=3618
num_leaves=11
num_cat=0
split_feature=484 4 156 133 133 15 3 3 42 4
split_gain=0.000136504 0.000130601 6.08296e-05 8.14383e-05 0.000132689 0.000106249 0.000133246 0.000140984 9.27329e-05 5.46763e-05
threshold=-0.0068949999999999992 0.27044500000000005 0.084085000000000007 0.10722500000000001 0.083950000000000011 0.024640000000000006 -0.10519499999999998 -1.0000000180025095e-35 0.084145000000000011 0.033845000000000007
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 6 -2 -8 -7 -9
right_child=1 -3 -4 -5 -6 8 7 9 -10 -11
leaf_value=-0.00070541487606463242 0.00074764690218695137 0.00053091484567007775 -0.00046794573318304861 -0.00050932926110978168 0.00062847120598383374 -0.00080712673204140582 -0.00054943702736152413 0.00041826207140444011 1.9066648769891074e-05 -8.2786141207812929e-05
leaf_weight=0.0010303740950345563 0.0010200891140847435 0.0017722361864369708 0.001153889615112186 0.0010556053823060673 0.0013713919817416745 0.00108955383531291 0.001426386505312416 0.0018069122108556081 0.0010032522213569168 0.0015604668047259906
leaf_count=503 88 346 357 327 275 426 356 111 288 44
internal_value=0 3.54782e-05 -4.0955e-05 6.72415e-06 6.54378e-05 -3.2219e-05 0.000104154 -3.27784e-05 -0.000411065 0.000186073
internal_weight=0 0.0132598 0.0114875 0.0103337 0.00927805 0.00790666 0.00581385 0.00479377 0.00209281 0.00336738
internal_count=3121 2618 2272 1915 1588 1313 599 511 714 155
is_linear=0
shrinkage=0.00196078


Tree=3619
num_leaves=8
num_cat=0
split_feature=4 16 2 2 52 3 12
split_gain=2.7122e-05 3.79194e-05 6.43706e-05 6.94425e-05 7.08366e-05 7.52093e-05 5.94867e-05
threshold=0.27287000000000006 -0.36241499999999999 0.11093500000000002 0.095195000000000016 -0.088204999999999992 0.048265000000000009 0.089735000000000023
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 6 -6
right_child=-2 2 -4 -5 5 -7 -8
leaf_value=-0.018135691302830364 0.011816063462838989 -0.018528741322945311 0.017718899706205125 -0.022018053306838786 -0.012465848744396702 0.030283634781507026 0.014696507441347224
leaf_weight=0.0012772507152954181 0.0016458405555308002 0.0013593184111526223 0.0017138270802840192 0.0016288283610247298 0.0017589122525455418 0.0010956959450068027 0.0014886861813948574
leaf_count=139 352 359 345 419 898 75 534
internal_value=0 -0.00200658 0.000270954 -0.00380775 0.00139363 0.00762873 -1.47329e-05
internal_weight=0 0.0103225 0.00904527 0.00733144 0.00570261 0.00434329 0.0032476
internal_count=3121 2769 2630 2285 1866 1507 1432
is_linear=0
shrinkage=0.1


Tree=3620
num_leaves=12
num_cat=0
split_feature=484 47 15 42 1 3 3 0 4 16 2
split_gain=0.000131905 7.22609e-05 9.16816e-05 8.64138e-05 0.00012311 9.53076e-05 0.00010266 0.000122752 0.00015523 8.03483e-05 4.19675e-05
threshold=-0.0068949999999999992 0.13148500000000005 -0.10653 0.09832500000000001 0.11212500000000002 0.10732000000000001 0.083060000000000009 -0.077999999999999986 0.053180000000000012 -0.27167499999999994 0.08919500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 9 4 5 6 7 8 -4 -2 -9
right_child=1 -3 3 -5 -6 -7 -8 10 -10 -11 -12
leaf_value=-0.00067563992579483577 7.5886005437851299e-05 -0.00045697506195396456 -0.00058643541055909806 0.00051800703298097832 -0.00068449562473311303 0.00049170205323045444 -0.00056607801194367773 0.00068949263625326849 0.00033329929782083679 0.00081376822366277838 0.00015354529245844645
leaf_weight=0.0010528498155302256 0.0011415756198262233 0.0010179431425643157 0.001749119782521678 0.0011276930044060345 0.0010626388767017393 0.0013937042210780959 0.0013005375395007679 0.0010102733777498651 0.0011824907361592616 0.0011279643567632684 0.0012652112370964228
leaf_count=503 222 55 1006 275 139 70 95 135 110 215 296
internal_value=0 4.51778e-05 8.65299e-05 6.44924e-06 -5.79061e-05 2.63629e-05 -7.32962e-05 4.97822e-05 -0.000215452 0.000442614 0.000391496
internal_weight=0 0.0133792 0.0123612 0.0100917 0.00896398 0.00790134 0.00650763 0.0052071 0.00293161 0.00226954 0.00227548
internal_count=3121 2618 2563 2126 1851 1712 1642 1547 1116 437 431
is_linear=0
shrinkage=0.00196078


Tree=3621
num_leaves=12
num_cat=0
split_feature=484 47 4 43 3 43 16 48 2 13 15
split_gain=0.000150271 8.27066e-05 9.74966e-05 7.57269e-05 0.00014944 0.000145705 0.000116235 0.000170863 0.000102162 7.55497e-05 1.78637e-06
threshold=-0.0068949999999999992 0.13148500000000005 0.40473500000000007 -0.074359999999999996 -0.077774999999999983 -0.17390999999999998 0.22339500000000004 0.085845000000000019 0.088225000000000012 -0.014169999999999999 -0.0063699999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 -2 7 8 10 -10 -5
right_child=1 -3 -4 6 -6 -7 -8 -9 9 -11 -12
leaf_value=-0.00073040280850309781 0.00044748572441159767 -0.00049230439751599966 0.00058102506375837498 -4.3009856877445465e-05 0.00080075586835438926 -0.00049127594986786893 -0.00064301358462013269 -0.0005354933952929511 0.00011350608915845547 0.00082842674940129834 -0.00015989401673338526
leaf_weight=0.0010484083902368583 0.0012603077107133237 0.0010324813513153388 0.0013577619686984252 0.0010038860636105277 0.0012556491270591715 0.0012825253824060119 0.0012328367018752942 0.001565171220569532 0.0010405265012275312 0.0012522125397959119 0.0010069634129852428
leaf_count=503 115 55 281 76 237 503 206 182 256 146 561
internal_value=0 4.06598e-05 8.55515e-05 2.38331e-05 0.0002473 -2.59963e-05 -9.56942e-05 1.92799e-05 0.000221045 0.00050397 -0.000101541
internal_weight=0 0.0132903 0.0122578 0.0109001 0.00379848 0.00254283 0.0071016 0.00586876 0.00430359 0.00229274 0.00201085
internal_count=3121 2618 2563 2282 855 618 1427 1221 1039 402 637
is_linear=0
shrinkage=0.00196078


Tree=3622
num_leaves=10
num_cat=0
split_feature=39 3 457 133 43 4 1 2 2
split_gain=2.62046e-05 7.84489e-05 6.47486e-05 6.26174e-05 7.94235e-05 9.40945e-05 0.000103433 8.87881e-05 4.13808e-05
threshold=0.0046100000000000004 0.149315 0.080930000000000016 0.090310000000000015 -0.074359999999999996 -0.077834999999999988 0.089175000000000018 0.10467500000000002 0.083995000000000014
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 8 -6 -7 -8 -1
right_child=-2 -3 -4 -5 5 6 7 -9 -10
leaf_value=-0.003099245627768117 0.012187015512628992 0.024700654999126558 0.014809583746713876 -0.031042525993145359 -0.033271621850653355 0.023703948842701602 -0.033307098005495854 0.0050546662269218756 0.02483114996199301
leaf_weight=0.0010252275235659955 0.0015139458005417562 0.0010037308241923277 0.0014430704682434356 0.0010438201427438723 0.0014404053253387629 0.0010295948866157066 0.0012083849683632254 0.0012049561680738952 0.0010991430970733885
leaf_count=223 358 145 178 540 598 332 189 97 461
internal_value=0 -0.00188596 -0.00469659 -0.00819267 -0.00478912 -0.0118108 -0.00283237 -0.0141535 0.0113519
internal_weight=0 0.0104983 0.0094946 0.00805153 0.00700771 0.00488334 0.00344294 0.00241334 0.00212437
internal_count=3121 2763 2618 2440 1900 1216 618 286 684
is_linear=0
shrinkage=0.1


Tree=3623
num_leaves=9
num_cat=0
split_feature=2 2 160 12 3 16 1 4
split_gain=2.53735e-05 4.533e-05 5.88598e-05 6.9618e-05 0.000143128 6.8573e-05 5.58101e-05 5.22266e-05
threshold=-1.0000000180025095e-35 0.088225000000000012 0.088405000000000011 0.090020000000000017 -0.0096849999999999974 -0.095094999999999985 0.11588000000000001 -0.077679999999999985
decision_type=2 2 2 2 2 2 2 2
left_child=-1 6 3 4 -3 -6 7 -2
right_child=1 2 -4 -5 5 -7 -8 -9
leaf_value=0.014711395711313042 -0.0043602342147383479 0.028516472952914401 0.021540917458474109 -0.016980504651218035 0.0082642390707121927 -0.025562057400042283 0.0061980858248658934 -0.034725056534538001
leaf_weight=0.0010539552452679636 0.0010850835247772491 0.0016721440450406487 0.0013785901924579782 0.0019364602770658053 0.0011361665322393993 0.0012682927168745353 0.0012358021460038612 0.0011850607346850462
leaf_count=199 618 369 214 672 147 204 84 614
internal_value=0 -0.00153757 0.00290423 -0.00136853 0.00604744 -0.00957829 -0.0109023 -0.0202113
internal_weight=0 0.0108976 0.00739165 0.00601306 0.0040766 0.00240446 0.00350595 0.00227014
internal_count=3121 2922 1606 1392 720 351 1316 1232
is_linear=0
shrinkage=0.1


Tree=3624
num_leaves=9
num_cat=0
split_feature=48 4 151 15 47 12 42 1
split_gain=2.48901e-05 6.46078e-05 5.06315e-05 9.2778e-05 7.861e-05 8.1677e-05 6.48215e-05 5.67834e-05
threshold=0.11926500000000002 0.40473500000000007 -0.024429999999999997 -0.10324499999999999 0.092165000000000011 0.088305000000000008 0.084635000000000016 0.086560000000000012
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 5 7 -7 -5
right_child=-2 -3 3 4 -6 6 -8 -9
leaf_value=0.014609716718602861 -0.014908008261977962 0.024217392347735952 -0.032806669949850861 -0.0062320092403511376 0.02342772710198851 -0.0062341786445965948 0.022761613896558314 -0.035659458914644428
leaf_weight=0.0016635584488512824 0.0010356990917624658 0.0011064541663249891 0.0010158227062591809 0.0016774935569086181 0.0011508090783472584 0.0018581289165681468 0.0013177731072785972 0.0010765170194379642
leaf_count=453 117 277 200 699 128 510 533 204
internal_value=0 0.00131626 -0.00127993 -0.0045447 -0.000490147 -0.00513185 0.00579701 -0.0177349
internal_weight=0 0.0108666 0.0097601 0.00809654 0.00708072 0.00592991 0.0031759 0.00275401
internal_count=3121 3004 2727 2274 2074 1946 1043 903
is_linear=0
shrinkage=0.1


Tree=3625
num_leaves=12
num_cat=0
split_feature=484 47 15 15 52 48 13 13 16 15 43
split_gain=0.000123019 8.12222e-05 9.4016e-05 0.000114631 9.11907e-05 0.000109196 0.000105756 0.000148312 6.53902e-05 5.11713e-05 6.84655e-05
threshold=-0.0068949999999999992 0.13148500000000005 -0.10653 -0.095869999999999983 0.11434500000000002 0.091545000000000015 -0.095304999999999987 -0.033284999999999988 -0.27167499999999994 0.035560000000000008 -0.027014999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 8 -4 5 6 -5 -8 -2 10 -9
right_child=1 -3 3 4 -6 -7 7 9 -10 -11 -12
leaf_value=-0.00066182470866725442 0.00012146075889698465 -0.00049166734875354134 -0.00060404970726938374 0.00047887397752933655 -0.00045191728801813531 0.00074694613510962635 -0.00071063550067191315 0.00066927852203192391 0.00079943207295129245 -0.00017068821497984101 -1.7621336655336498e-05
leaf_weight=0.0010257821009332412 0.0011093383018389578 0.0010068788284878791 0.0010557963130086246 0.0017384123320784463 0.00108780501004718 0.0010356045267911479 0.0011208547335273271 0.0010092818091484404 0.0010788945582093205 0.0015779714501668067 0.0012473787702144438
leaf_count=503 222 55 94 135 297 123 651 148 215 465 213
internal_value=0 4.33505e-05 8.80138e-05 6.51464e-06 7.96244e-05 0.00015443 6.27632e-05 -8.32108e-05 0.00045573 0.000100184 0.000289592
internal_weight=0 0.0130682 0.0120613 0.0098731 0.00881731 0.0077295 0.0066939 0.00495549 0.00218823 0.00383463 0.00225666
internal_count=3121 2618 2563 2126 2032 1735 1612 1477 437 826 361
is_linear=0
shrinkage=0.00196078


Tree=3626
num_leaves=11
num_cat=0
split_feature=484 47 47 4 0 160 12 403 2 43
split_gain=0.000129544 9.1775e-05 8.25529e-05 0.000100317 6.07253e-05 0.000116099 0.000109399 0.000158462 0.000166086 0.000129953
threshold=-0.0068949999999999992 0.13148500000000005 0.09550500000000002 0.27044500000000005 -0.11013499999999998 0.083670000000000008 0.088245000000000004 0.03138500000000001 0.092365000000000017 -0.084004999999999982
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 -2 9 8 -8 -6
right_child=1 -3 -4 -5 6 -7 7 -9 -10 -11
leaf_value=-0.00067764606018913304 0.00050096000080061354 -0.00052600109843228457 0.00050853286814977507 0.0005699507082046495 6.9386072213943947e-05 -0.0002976170195071708 -0.00074655583304927429 0.0007025953418145416 0.00024452978797312198 -0.0008096291990455039
leaf_weight=0.0010406032084056887 0.0018054345567532918 0.0010120382851822032 0.0015670540421693436 0.0011599327135069842 0.0010922795817056015 0.0011430699671832467 0.0011570153892760692 0.0010773606402678026 0.0014837425333417802 0.0015848568036390745
leaf_count=503 186 55 175 305 221 94 454 162 381 585
internal_value=0 4.11653e-05 8.87178e-05 2.60853e-05 -4.14301e-05 0.000191369 -0.000148761 6.88497e-05 -0.000189702 -0.000450988
internal_weight=0 0.0130828 0.0120707 0.0105037 0.00934376 0.0029485 0.00639525 0.00371812 0.00264076 0.00267714
internal_count=3121 2618 2563 2388 2083 280 1803 997 835 806
is_linear=0
shrinkage=0.00196078


Tree=3627
num_leaves=10
num_cat=0
split_feature=1 4 4 15 4 12 47 52 0
split_gain=2.52396e-05 7.2432e-05 0.000103375 4.95069e-05 6.79867e-05 4.28469e-05 7.76549e-05 0.000131358 9.90901e-05
threshold=0.090405000000000013 -0.15764999999999998 -0.49013999999999996 -0.0063699999999999989 -0.059649999999999988 -0.010834999999999999 0.10904500000000002 -0.07167999999999998 -0.10607499999999999
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -3 -5 -2 7 -7 -9
right_child=5 3 -4 4 -6 6 -8 8 -10
leaf_value=-0.012487434141667572 0.021434626152096781 -0.030452983918706041 0.032783700149415042 -0.022454170385229285 0.011069942163198183 -0.02341264026281073 -0.024380290592610626 0.033982771557732112 -0.0022181182068812164
leaf_weight=0.0010079682761204023 0.0011774963837976266 0.0011653360536709118 0.001009614484328741 0.0011867949881881369 0.0012338627025166495 0.0010879310204003202 0.0010225205323373121 0.0016195865080944063 0.0014182439127019642
leaf_count=78 332 876 64 817 165 216 109 136 328
internal_value=0 -0.00499069 0.0101666 -0.0135186 -0.00536619 0.00422568 0.000289712 0.00640388 0.017082
internal_weight=0 0.00560358 0.00201758 0.00358599 0.00242066 0.00632578 0.00514828 0.00412576 0.00303783
internal_count=3121 2000 142 1858 982 1121 789 680 464
is_linear=0
shrinkage=0.1


Tree=3628
num_leaves=10
num_cat=0
split_feature=11 0 13 52 12 0 16 52 0
split_gain=2.45944e-05 4.14581e-05 6.02899e-05 4.99334e-05 4.90509e-05 6.50524e-05 6.81356e-05 5.82353e-05 3.88091e-05
threshold=0.079915000000000014 -0.019414999999999998 0.021350000000000004 0.024145000000000003 0.088245000000000004 -0.10096999999999999 -0.27167499999999994 -0.010034999999999999 -0.084144999999999984
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 4 -3 5 6 -1 -8 -6
right_child=-2 3 -4 -5 8 -7 7 -9 -10
leaf_value=-0.018973692891706868 -0.014754896794901346 0.028757180725409882 -0.023642879036860239 -0.00015890810469691041 0.02665453055037021 -0.025924392039618317 -0.00077252595201685341 0.029270534903940455 0.0006417161461482533
leaf_weight=0.0011281832845166494 0.0010433709135236344 0.0010875342123565978 0.0011156656732804792 0.0013245038543718713 0.0011274490317077928 0.0010834289626229093 0.0017743408184672932 0.0010138867920803677 0.0011673816183779939
leaf_count=166 199 181 297 88 289 944 180 89 688
internal_value=0 0.00132137 -0.00199321 0.0128787 0.00131795 -0.00423749 0.00176194 0.0101521 0.0134218
internal_weight=0 0.0108224 0.00841034 0.00241204 0.00729467 0.00499984 0.00391641 0.00278823 0.00229483
internal_count=3121 2922 2653 269 2356 1379 435 269 977
is_linear=0
shrinkage=0.1


Tree=3629
num_leaves=11
num_cat=0
split_feature=484 41 3 3 2 1 3 13 2 15
split_gain=0.000131825 6.24898e-05 0.000103441 7.47874e-05 7.3169e-05 0.000111181 0.000105502 7.08224e-05 6.65395e-05 8.10776e-05
threshold=-0.0068949999999999992 0.075585000000000013 -0.10519499999999998 -0.078934999999999991 0.092875000000000013 0.10508500000000001 0.10732000000000001 0.14871000000000004 0.089775000000000008 -0.016799999999999995
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 7 -4 8 6 -6 -2 9 -5
right_child=1 -3 3 4 5 -7 -8 -9 -10 -11
leaf_value=-0.00067976219720955033 0.00085941738160728648 -0.00041442641967412739 -0.00034307017677790867 -0.00010041153434575437 -0.0008567393965278118 0.00023554824468073864 2.9191258152854479e-05 0.00012977243539599509 0.00071228523873529445 0.00057906360290380825
leaf_weight=0.0010219762887774793 0.0010176762079419409 0.0010198229547318119 0.0018844962055630217 0.0019773848106318676 0.0010329739628717003 0.0019928640569080343 0.0010342256307609432 0.0010281972826878122 0.0010151547780773845 0.0010252327132791797
leaf_count=503 159 146 1074 236 327 280 45 94 73 184
internal_value=0 5.15583e-05 9.11331e-05 8.66308e-06 9.07197e-05 -9.49206e-05 -0.000413506 0.000492719 0.000278314 0.000131593
internal_weight=0 0.013028 0.0120082 0.00996233 0.00807784 0.00406006 0.0020672 0.00204587 0.00401777 0.00300262
internal_count=3121 2618 2472 2219 1145 652 372 253 493 420
is_linear=0
shrinkage=0.00196078


Tree=3630
num_leaves=10
num_cat=0
split_feature=1 4 13 16 12 47 52 0 2
split_gain=2.40495e-05 5.60263e-05 5.04009e-05 6.12444e-05 3.71835e-05 5.91055e-05 0.000104329 8.46711e-05 2.3574e-06
threshold=0.090405000000000013 -0.15764999999999998 -0.084154999999999994 -0.083134999999999987 -0.010834999999999999 0.10904500000000002 -0.07167999999999998 -0.10607499999999999 0.10097500000000002
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 8 -3 -4 -2 6 -6 -8 -1
right_child=4 2 3 -5 5 -7 7 -9 -10
leaf_value=0.011916008681581894 0.020248663730450658 -0.030334551154881553 0.011223123458738991 -0.020233339575344258 -0.020781105659254659 -0.021116695719650538 0.031124816501500042 -0.0024196481979321199 0.0050613436755056205
leaf_weight=0.0010057451779726255 0.0011688825289108062 0.0010878249812601472 0.0012374729253494619 0.0012382750933484913 0.0010844749841321935 0.0010157007534489504 0.0016027672495648182 0.0014183942204968195 0.0010011437093591091
leaf_count=105 332 593 399 866 216 109 136 328 37
internal_value=0 -0.00486732 -0.0123934 -0.0045102 0.00415523 0.000482098 0.00582546 0.0153761 0.00849653
internal_weight=0 0.00557046 0.00356357 0.00247575 0.00629022 0.00512134 0.00410564 0.00302116 0.00200689
internal_count=3121 2000 1858 1265 1121 789 680 464 142
is_linear=0
shrinkage=0.1


Tree=3631
num_leaves=12
num_cat=0
split_feature=484 15 15 156 0 49 4 15 4 16 47
split_gain=0.00015746 7.42401e-05 8.74172e-05 7.73704e-05 9.17359e-05 0.000151628 0.000108307 6.1343e-05 9.48102e-05 0.000106688 4.22936e-05
threshold=-0.0068949999999999992 -0.10653 -0.095869999999999983 0.08426500000000002 -0.10011499999999998 -0.069799999999999987 -0.0029599999999999995 0.088655000000000025 -0.084369999999999987 0.19444000000000003 0.077555000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 10 -3 4 5 -4 7 8 9 -6 -2
right_child=1 2 3 -5 6 -7 -8 -9 -10 -11 -12
leaf_value=-0.00074346234241060331 0.00063343829234570933 -0.00053409556826384738 -0.00013961508857652702 -0.00045500938899735324 -0.00034568503198542037 0.00085559482821249283 -0.0004597753582727487 -0.00028196570453599065 0.00077311383212150698 0.00049025538443921786 0.0001075098981466099
leaf_weight=0.0010129768558690697 0.0011933744957935907 0.0010998397782088819 0.0010188401076616643 0.0010368409005708798 0.001230268616940072 0.0013937734808019998 0.0015701298643754991 0.0010141244078699955 0.0010030230239593189 0.0011225828372333213 0.0011586203175300682
leaf_count=503 297 96 80 327 298 153 262 499 399 55 152
internal_value=0 5.95123e-05 -1.10844e-05 5.0178e-05 0.000112888 0.00043532 -1.80699e-05 0.000140634 0.000268341 5.31554e-05 0.00037436
internal_weight=0 0.0128414 0.0104894 0.00938958 0.00835274 0.00241261 0.00594013 0.00437 0.00335587 0.00235285 0.00235199
internal_count=3121 2618 2169 2073 1746 233 1513 1251 752 353 449
is_linear=0
shrinkage=0.00196078


Tree=3632
num_leaves=10
num_cat=0
split_feature=52 160 0 52 133 2 13 1 16
split_gain=2.49627e-05 8.26802e-05 6.04366e-05 0.00011734 6.0156e-05 8.03036e-05 9.72288e-05 3.67693e-05 6.37904e-06
threshold=-0.057699999999999994 -1.0000000180025095e-35 -0.15202999999999997 -0.24456499999999998 -1.0000000180025095e-35 0.10097500000000002 -0.073839999999999975 0.10124500000000002 -0.077589999999999978
decision_type=2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 -4 -3 6 -6 -7 -8
right_child=1 4 3 -5 5 7 8 -9 -10
leaf_value=-0.011920645213834494 -0.024267816103464859 -0.019157497420972849 -0.010316071630023949 0.033993994302309455 0.040607157386010832 -0.0198411075229801 0.0093368897380262019 0.0050211942075772077 -0.0017273512662770085
leaf_weight=0.00116662489652683 0.001509554931897192 0.0011523901459210388 0.0010177061960551926 0.0014479297902818922 0.0010875919404678908 0.0012408282791487764 0.0010272175690091802 0.0011425914172418531 0.0010575801265062846
leaf_count=69 753 620 349 508 184 103 221 159 155
internal_value=0 -0.00312306 0.00683191 0.0157047 0.00163517 0.00594801 0.0163688 -0.00792233 0.0037242
internal_weight=0 0.00821775 0.00363226 0.00246564 0.0067082 0.00555581 0.00317239 0.00238342 0.0020848
internal_count=3121 2195 926 857 1442 822 560 262 376
is_linear=0
shrinkage=0.1


Tree=3633
num_leaves=9
num_cat=0
split_feature=0 1 15 12 12 3 51 16
split_gain=2.56785e-05 5.63567e-05 6.84019e-05 3.7016e-05 7.15888e-05 8.64048e-05 5.30545e-05 8.13657e-05
threshold=0.15398500000000004 0.077565000000000009 0.035560000000000008 0.10097500000000002 0.088365000000000013 -0.014944999999999998 -0.076794999999999988 -0.074319999999999983
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 -3 -7 -8
right_child=-2 3 -4 -5 -6 6 7 -9
leaf_value=-0.030069477479714529 0.014745535666599164 0.030879119032913478 0.00085638222990923904 0.018497959599638014 -0.02479044680728849 -0.021347478609818615 -0.0094701511193052337 0.020991432054100596
leaf_weight=0.0013356718833648412 0.0010654655224428536 0.0010005148551441509 0.0015395673524615631 0.0012681704717421097 0.0010006961157764281 0.0010456041115515791 0.0019412504974511886 0.0015992720105087095
leaf_count=816 60 311 776 177 416 122 288 155
internal_value=0 -0.00153135 -0.01351 0.00285302 -0.000158884 0.0042532 -0.00155555 0.0042895
internal_weight=0 0.0107307 0.00287524 0.00785551 0.00658734 0.00558664 0.00458613 0.00354052
internal_count=3121 3061 1592 1469 1292 876 565 443
is_linear=0
shrinkage=0.1


Tree=3634
num_leaves=8
num_cat=0
split_feature=16 1 15 49 0 52 16
split_gain=2.42972e-05 5.69384e-05 5.15129e-05 4.28789e-05 8.38974e-05 5.81482e-05 7.34626e-05
threshold=0.38525000000000004 0.077565000000000009 0.035560000000000008 -0.080089999999999981 -0.077999999999999986 -0.0064899999999999992 -0.36241499999999999
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 -3 5 -5 -7
right_child=-2 3 -4 4 -6 6 -8
leaf_value=-0.024240756768902822 0.011562180298951417 0.021105247426959753 0.00076810975946178979 -0.024592890233835166 0.020877364606363576 -0.018843898504358816 0.013200581696841457
leaf_weight=0.001771076808489824 0.0015610160697742048 0.0011356659992889312 0.001539597048503968 0.0013199804839529364 0.0014252157708487187 0.0011792920080064971 0.0018187829469129045
leaf_count=733 311 167 778 204 421 187 320
internal_value=0 -0.0018354 -0.0126106 0.00335047 -0.000160336 -0.00710403 0.000595894
internal_weight=0 0.0101896 0.00331067 0.00687894 0.00574327 0.00431806 0.00299807
internal_count=3121 2810 1511 1299 1132 711 507
is_linear=0
shrinkage=0.1


Tree=3635
num_leaves=12
num_cat=0
split_feature=484 41 4 0 4 12 457 49 42 0 12
split_gain=0.000159124 9.29757e-05 0.000108204 6.41525e-05 0.000153487 7.94773e-05 7.85221e-05 0.000167014 7.50371e-05 0.000108626 3.55e-05
threshold=-0.0068949999999999992 0.075585000000000013 0.27044500000000005 -0.019414999999999998 -0.49405499999999997 -1.0000000180025095e-35 0.080930000000000016 -1.0000000180025095e-35 0.088575000000000015 -0.083914999999999976 0.083310000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 5 -5 -2 7 -7 9 10 -9
right_child=1 -3 -4 4 -6 6 -8 8 -10 -11 -12
leaf_value=-0.00075006789082191199 -0.00053503582018986329 -0.00051481968402031903 0.00067120104427971852 -0.00025188970062031246 0.00071856915296188964 -0.00064736607816912029 0.00045523636983625031 0.00029175278777648033 -0.00031524451259943393 -0.00021036439684522004 0.00081016982985381925
leaf_weight=0.0010205621971740983 0.0010965253633736446 0.0010168051788132368 0.0011622795816369534 0.0010798424266122986 0.0014927588293944258 0.0014345103098923973 0.0013623112872696019 0.001017626548227126 0.0010967863332744469 0.0011188265527359701 0.0010137535286988653
leaf_count=503 183 146 295 114 111 208 108 62 483 492 416
internal_value=0 5.42376e-05 0.000102963 4.13127e-05 0.000311222 -4.3987e-05 3.24556e-05 -6.89188e-05 0.000126464 0.00028025 0.000550467
internal_weight=0 0.012892 0.0118752 0.0107129 0.0025726 0.00814034 0.00704381 0.0056815 0.00424699 0.00315021 0.00203138
internal_count=3121 2618 2472 2177 225 1952 1769 1661 1453 970 478
is_linear=0
shrinkage=0.00196078


Tree=3636
num_leaves=12
num_cat=0
split_feature=484 41 3 3 13 13 43 43 0 16 52
split_gain=0.000183487 0.000117685 0.000120345 8.76783e-05 8.30097e-05 7.849e-05 7.52436e-05 7.79308e-05 0.000109007 0.000114385 7.84913e-05
threshold=-0.0068949999999999992 0.075585000000000013 -0.10519499999999998 -0.078934999999999991 -0.015874999999999997 0.14871000000000004 -0.074359999999999996 0.15359500000000004 -0.084044999999999995 -0.23935499999999996 -0.066844999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 5 4 -4 -2 -5 8 9 -8 -11
right_child=1 -3 3 6 -6 -7 7 -9 -10 10 -12
leaf_value=-0.00078546597191456017 0.0009109532700077625 -0.00056908529313648209 -0.00073940207803528126 0.00046470873759100616 5.7666263427698607e-05 0.00015305268934544361 -0.00042965534301181945 0.00044389716917866772 -0.00061019387922839449 -4.0088821692971375e-05 0.00061123267783409817
leaf_weight=0.001067831711774281 0.0010721953054557394 0.0010591381291070187 0.0010092489175214684 0.0018318179537071006 0.0010001496532817868 0.0010300539815234488 0.0012617713369875751 0.0013103436379815325 0.0011991127475902991 0.0014493197840433573 0.0013970831632560757
leaf_count=503 159 146 645 332 429 94 133 113 375 90 102
internal_value=0 5.859e-05 0.000111515 2.54691e-05 -0.000342673 0.000539599 0.000113018 1.56674e-05 -9.00605e-05 6.17585e-05 0.000279595
internal_weight=0 0.0136202 0.0125611 0.0104588 0.0020094 0.00210225 0.00844945 0.00661763 0.00530729 0.00410817 0.0028464
internal_count=3121 2618 2472 2219 1074 253 1145 813 700 325 192
is_linear=0
shrinkage=0.00196078


Tree=3637
num_leaves=9
num_cat=0
split_feature=50 15 16 48 2 52 0 43
split_gain=2.55894e-05 4.86421e-05 5.77835e-05 0.000117878 9.62992e-05 5.61566e-05 0.000117749 6.69764e-05
threshold=0.088425000000000017 -0.15914499999999995 -0.094359999999999986 0.091545000000000015 0.092755000000000018 0.096795000000000006 -0.053834999999999994 -0.013819999999999997
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 4 5 -3 6 7 -4
right_child=-2 2 3 -5 -6 -7 -8 -9
leaf_value=0.021414729195737819 -0.014017599823308713 0.0033544404528171468 0.022174090694027315 0.032567820683682545 -0.032468873037737933 0.015737911443843716 -0.032785466805733431 -0.010033978241311125
leaf_weight=0.0010991898202959869 0.0011813964793136551 0.0017362124809657058 0.0011542063879992504 0.0012189404754952456 0.001321594204552594 0.0013364275575865735 0.0012864911421619019 0.0014653131918739371
leaf_count=314 560 205 639 200 213 291 243 456
internal_value=0 0.00149697 -0.000802957 0.00455679 -0.0121285 -0.00195617 -0.00801013 0.00415746
internal_weight=0 0.0106184 0.00951919 0.00646138 0.00305781 0.00524244 0.00390601 0.00261952
internal_count=3121 2561 2247 1829 418 1629 1338 1095
is_linear=0
shrinkage=0.1


Tree=3638
num_leaves=10
num_cat=0
split_feature=11 0 13 4 12 0 16 49 0
split_gain=2.53645e-05 4.19058e-05 5.37403e-05 4.87496e-05 4.72366e-05 6.2759e-05 5.30383e-05 4.39533e-05 3.69936e-05
threshold=0.079915000000000014 -0.019414999999999998 0.021350000000000004 -0.49013999999999996 0.088245000000000004 -0.10096999999999999 -0.27167499999999994 -0.006494999999999999 -0.084144999999999984
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 4 -3 5 6 -1 -8 -6
right_child=-2 3 -4 -5 8 -7 7 -9 -10
leaf_value=-0.016730705900986586 -0.015029462969516644 -0.0036571313720377453 -0.022422087372690039 0.025250385600379177 0.026203389983169373 -0.025700925295943616 -0.0040199676616376363 0.021246876306744936 0.00061716483355713642
leaf_weight=0.001117942260825738 0.0010314015589920475 0.0010090674121689402 0.0011122975921784503 0.0013828562369867766 0.0011091205113385042 0.0010714314339865193 0.0013268314549658017 0.0014310138030107513 0.0011520336056712072
leaf_count=166 199 89 297 180 289 944 116 153 688
internal_value=0 0.00139005 -0.00196334 0.0130553 0.00119357 -0.00427917 0.00164271 0.0090907 0.0131675
internal_weight=0 0.0107126 0.00832067 0.00239192 0.00720837 0.00494722 0.00387579 0.00275785 0.00226115
internal_count=3121 2922 2653 269 2356 1379 435 269 977
is_linear=0
shrinkage=0.1


Tree=3639
num_leaves=11
num_cat=0
split_feature=484 4 133 133 15 16 52 0 0 42
split_gain=0.000162845 8.76107e-05 5.3257e-05 0.000127663 0.000120375 0.000106901 0.000173996 0.00023376 0.000115734 0.000104114
threshold=-0.0068949999999999992 0.27044500000000005 0.10722500000000001 0.083950000000000011 0.024640000000000006 -0.18708499999999997 0.096795000000000006 -0.11991499999999998 -0.060129999999999996 0.084050000000000014
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 -2 7 -7 -9 -6
right_child=1 -3 -4 -5 9 6 -8 8 -10 -11
leaf_value=-0.00076689887541678823 -0.00051181335979804407 0.00045963139366327272 -0.00044210771050175662 0.00056695761868715791 -0.00086557691134413531 0.00053907859208164371 0.00085218819440420696 -0.00083799011350417594 -7.2404809633015751e-06 -1.3095529541711444e-06
leaf_weight=0.0010159559283535484 0.001026653514174863 0.0017257961958111146 0.001019921445781607 0.0014489727112481999 0.0011529648303625776 0.0018191462878386407 0.0011611098563185616 0.0011605362413073441 0.0014506240671875309 0.0010012697155291081
leaf_count=503 59 346 345 369 446 125 122 309 206 291
internal_value=0 4.82919e-05 -1.48587e-05 2.7774e-05 -6.12861e-05 6.97591e-05 0.000176543 -5.32309e-07 -0.000376469 -0.000463873
internal_weight=0 0.012967 0.0112412 0.0102213 0.0087723 0.00661807 0.00559142 0.00443031 0.00261116 0.00215423
internal_count=3121 2618 2272 1927 1558 821 762 640 515 737
is_linear=0
shrinkage=0.00196078


Tree=3640
num_leaves=12
num_cat=0
split_feature=484 41 3 3 2 1 3 2 15 13 48
split_gain=0.000118763 0.000106134 0.000107197 0.000108639 7.43666e-05 0.000107793 0.000111168 7.11475e-05 0.000108613 6.40305e-05 3.32328e-05
threshold=-0.0068949999999999992 0.075585000000000013 -0.10519499999999998 -0.078934999999999991 0.092875000000000013 0.10508500000000001 0.10732000000000001 0.089775000000000008 -0.055554999999999993 0.14871000000000004 0.10866500000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 9 -4 7 6 -6 8 -5 -2 -7
right_child=1 -3 3 4 5 10 -8 -9 -10 -11 -12
leaf_value=-0.00064684879471253135 0.00085619741088051391 -0.00056276752144872528 -0.00041553361941234102 -0.0002405584346452339 -0.00085771998603853387 -7.0534380123641051e-06 4.339558968609571e-05 0.00074268441097777359 0.00050280053048563369 0.00015644658919503968 0.00049465774924827694
leaf_weight=0.0010427764544664797 0.0010033074116596727 0.0010323476667355317 0.0018788692507811728 0.0014572946531417417 0.0010098187654865713 0.0010107791313223968 0.0010993980081845933 0.0010246480418311874 0.0015696395788179851 0.0010077380786364248 0.0010196486645688294
leaf_count=503 159 146 1074 208 327 214 45 73 212 94 66
internal_value=0 4.06785e-05 9.22437e-05 9.70426e-06 0.000107244 -7.75876e-05 -0.000388027 0.000296092 0.000144916 0.000505551 0.000244898
internal_weight=0 0.0131135 0.0120811 0.0100701 0.00819123 0.00413964 0.00210922 0.00405158 0.00302693 0.00201105 0.00203043
internal_count=3121 2618 2472 2219 1145 652 372 493 420 253 280
is_linear=0
shrinkage=0.00196078


Tree=3641
num_leaves=9
num_cat=0
split_feature=0 1 15 2 3 160 47 52
split_gain=2.40405e-05 4.48984e-05 5.18059e-05 3.19079e-05 5.13871e-05 4.96001e-05 4.71672e-05 7.36445e-05
threshold=0.15398500000000004 0.077565000000000009 0.035560000000000008 0.11474000000000002 -0.10519499999999998 -1.0000000180025095e-35 0.096175000000000024 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 -1 4 -3 -6 7 -7
right_child=-2 3 -4 -5 5 6 -8 -9
leaf_value=-0.026590257424445169 0.014351693528684935 0.018083147624909708 0.00027895750566520142 0.014831296482310392 -0.02328117370845352 -0.010658352670676698 -0.018056622900922231 0.021705766178105466
leaf_weight=0.0013343452019124616 0.0010535626679854535 0.0011654350455453854 0.0015524429498359651 0.001644111667759054 0.0011677170397247447 0.001295544229652619 0.0010329467649660626 0.0015374922924661135
leaf_count=816 60 216 776 320 280 218 108 327
internal_value=0 -0.00147826 -0.0121407 0.00244615 -0.000838591 -0.00521947 0.000236046 0.00690569
internal_weight=0 0.01073 0.00288679 0.00784325 0.00619914 0.0050337 0.00386598 0.00283304
internal_count=3121 3061 1592 1469 1149 933 653 545
is_linear=0
shrinkage=0.1


Tree=3642
num_leaves=12
num_cat=0
split_feature=484 15 15 15 133 13 13 15 16 0 43
split_gain=0.000176352 0.000119871 7.84425e-05 9.90782e-05 6.93387e-05 0.000120301 9.90043e-05 0.000118501 0.000128216 9.93127e-05 5.59197e-05
threshold=-0.0068949999999999992 -0.24436499999999997 -0.11713499999999999 -0.10091499999999999 0.10722500000000001 -0.095304999999999987 -0.033284999999999988 0.024640000000000006 -0.094359999999999986 -0.10474999999999998 -0.09225499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 -4 5 -5 -7 8 -8 -10 -11
right_child=1 2 3 4 -6 6 7 -9 9 10 -12
leaf_value=-0.0007674392149014499 0.0006968715385302465 -0.00050178510487767212 0.00058123479111804512 0.00046751760110712971 -0.00048336232493716695 -0.00047452264315552586 -0.00035005591381403019 -0.00043518718628278587 0.00088739731600580676 0.00047561698003834426 -0.00017105184613684359
leaf_weight=0.0010985461530067858 0.0010164784176783037 0.0011060424271878639 0.0011883888792795236 0.0019848931549834425 0.0010936377478874401 0.001812116819983692 0.0011408949792405293 0.0014442049503260281 0.0011158525677820619 0.0010565679234971607 0.0010013756651770516
leaf_count=503 232 187 74 185 320 709 94 418 74 82 243
internal_value=0 4.85023e-05 -2.41358e-06 4.42437e-05 -1.56794e-05 3.78451e-05 -7.48021e-05 5.09755e-05 0.000213703 0.000416359 0.000160954
internal_weight=0 0.0139605 0.012944 0.0118379 0.0106495 0.00955591 0.00757101 0.0057589 0.00431469 0.0031738 0.00205794
internal_count=3121 2618 2386 2199 2125 1805 1620 911 493 399 325
is_linear=0
shrinkage=0.00196078


Tree=3643
num_leaves=8
num_cat=0
split_feature=52 160 52 2 0 4 4
split_gain=2.91176e-05 6.20845e-05 5.55241e-05 8.60375e-05 0.000127436 9.7063e-05 5.29185e-05
threshold=-0.057699999999999994 -1.0000000180025095e-35 0.11008000000000001 0.10097500000000002 -0.077999999999999986 0.053180000000000012 0.0061450000000000003
decision_type=2 2 2 2 2 2 2
left_child=6 -2 3 4 5 -3 -1
right_child=1 2 -4 -5 -6 -7 -8
leaf_value=-0.0038897504966248207 -0.021749836863325489 -0.029853036639890803 0.019902976967682603 -0.022393000070174352 0.034274477072459945 0.0087319720576642685 0.02038364669092434
leaf_weight=0.0019281673678319378 0.0015001854455054175 0.0010840475616796727 0.0012352798098011677 0.0016812111017036648 0.0010566299983449838 0.001635635584119853 0.0016812948285031908
leaf_count=718 753 649 163 264 217 149 208
internal_value=0 -0.00336321 0.000758133 -0.00357519 0.00480248 -0.00664776 0.00741685
internal_weight=0 0.00819299 0.0066928 0.00545752 0.00377631 0.00271968 0.00360946
internal_count=3121 2195 1442 1279 1015 798 926
is_linear=0
shrinkage=0.1


Tree=3644
num_leaves=9
num_cat=0
split_feature=42 49 42 4 1 2 3 12
split_gain=2.47631e-05 4.71527e-05 8.01502e-05 6.40858e-05 6.0244e-05 0.000126699 9.01527e-05 1.1808e-05
threshold=-1.0000000180025095e-35 -0.043469999999999995 0.091545000000000015 0.0052350000000000009 0.11039500000000001 0.10005000000000001 -0.078934999999999991 0.079890000000000017
decision_type=2 2 2 2 2 2 2 2
left_child=7 3 4 -2 5 6 -3 -1
right_child=1 2 -4 -5 -6 -7 -8 -9
leaf_value=-0.0025606406882093132 -0.0032820796123332005 -0.02314615238884803 -0.022290984737254826 0.029599321988332622 -0.014840917413882191 0.033805566078346165 0.011952247777115468 -0.017829949454066466
leaf_weight=0.0010233157657773464 0.0011108974579892167 0.0012413910853447494 0.001530456969673603 0.0012707771438466174 0.0013774028912880284 0.0014142296871161308 0.0017828204796310483 0.0010026941992629214
leaf_count=137 234 618 614 147 219 202 225 725
internal_value=0 0.00203484 -0.0019293 0.0142623 0.00342894 0.00909872 -0.00245509 -0.0101176
internal_weight=0 0.00972798 0.0073463 0.00238167 0.00581584 0.00443844 0.00302421 0.00202601
internal_count=3121 2259 1878 381 1264 1045 843 862
is_linear=0
shrinkage=0.1


Tree=3645
num_leaves=9
num_cat=0
split_feature=1 42 484 42 150 133 2 2
split_gain=2.68832e-05 5.81585e-05 5.76756e-05 6.8132e-05 6.7654e-05 7.9396e-05 4.8195e-05 9.65921e-05
threshold=0.12500000000000003 0.092395000000000019 0.084040000000000017 0.08623500000000002 0.081835000000000019 0.076280000000000014 0.089885000000000007 0.10613000000000002
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 -1 -8
right_child=-2 -3 -4 -5 -6 -7 7 -9
leaf_value=-0.03216121237017696 0.012230945790401194 -0.020340523437976116 0.022811759067141293 0.018819035146370844 0.012722385625955896 0.011129199013725131 0.011207618829189711 -0.031630177798440039
leaf_weight=0.0015884803022361369 0.00154644702717359 0.0014668145191260402 0.0010800389636723765 0.0013152249941776719 0.0014527820568692781 0.0011450967569355854 0.0011101911120322662 0.0010009262648448154
leaf_count=549 279 557 288 459 185 369 236 199
internal_value=0 -0.00192178 0.00118621 -0.00188188 -0.00620526 -0.0118811 -0.0190032 -0.0091027
internal_weight=0 0.0101596 0.00869274 0.0076127 0.00629748 0.00484469 0.0036996 0.00211112
internal_count=3121 2842 2285 1997 1538 1353 984 435
is_linear=0
shrinkage=0.1


Tree=3646
num_leaves=11
num_cat=0
split_feature=484 4 16 2 48 15 3 43 12 3
split_gain=0.000143174 0.000102259 7.28329e-05 9.90965e-05 9.43766e-05 7.32542e-05 0.000110188 9.59606e-05 7.05085e-05 4.17364e-05
threshold=-0.0068949999999999992 0.27044500000000005 -0.092484999999999984 0.092755000000000018 0.084855000000000014 -0.016799999999999995 0.10542000000000001 -0.0030899999999999994 0.088365000000000013 -0.059315
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 9 5 -4 7 8 -7 -2
right_child=1 -3 4 -5 -6 6 -8 -9 -10 -11
leaf_value=-0.00071255334493360804 -0.00025860897901517716 0.00049152537337950693 -0.00040596147572917132 -0.00066148255855351834 0.00048150130797953273 0.00046828054841646324 0.00063037284645823383 -0.0005561957892079568 -0.0002212902137689096 0.00029323101017970465
leaf_weight=0.0010375796141777879 0.0010786270873479799 0.0017076664384271445 0.001523495307625757 0.0014031482747405384 0.0017627144935402905 0.0012205432353162241 0.0011016995812924701 0.0011103622134981247 0.0010697451923577482 0.0010301812417969547
leaf_count=503 206 346 349 143 324 352 52 420 369 57
internal_value=0 4.43064e-05 -2.32746e-05 -0.000257697 8.24291e-05 -3.43097e-05 9.1449e-05 -8.31448e-05 0.000146197 1.09723e-05
internal_weight=0 0.0130082 0.0113005 0.00351196 0.00778856 0.00602585 0.00450235 0.00340065 0.00229029 0.00210881
internal_count=3121 2618 2272 406 1866 1542 1193 1141 721 263
is_linear=0
shrinkage=0.00196078


Tree=3647
num_leaves=9
num_cat=0
split_feature=4 0 1 2 3 1 1 52
split_gain=2.3525e-05 6.76231e-05 4.22471e-05 5.23808e-05 0.000115839 5.88352e-05 3.54755e-05 3.52459e-05
threshold=-0.49405499999999997 -1.0000000180025095e-35 0.077565000000000009 1.0000000180025095e-35 0.013900000000000001 0.11588000000000001 0.11061500000000002 0.081010000000000013
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 7 5 -5 -4 -6 -2
right_child=1 -3 3 4 6 -7 -8 -9
leaf_value=-0.014366253715796815 -0.025688007714429442 0.023265386051893232 -0.019974513317270279 0.036510801507158297 0.0084341783978215869 0.0085391110844604181 -0.013114236734819956 -0.00012652779444939774
leaf_weight=0.0010465828671968906 0.0011594720152225699 0.0012431686069189754 0.0017329006137050125 0.0011397337440201272 0.0017962347915801979 0.0012425398790326865 0.0013294903312873474 0.00100873262605472
leaf_count=156 829 186 528 270 149 121 160 722
internal_value=0 0.00134564 -0.00155049 0.00211624 0.0092199 -0.00806726 -0.000731186 -0.0137958
internal_weight=0 0.0106523 0.0094091 0.0072409 0.00426546 0.00297544 0.00312573 0.0021682
internal_count=3121 2965 2779 1228 579 649 309 1551
is_linear=0
shrinkage=0.1


Tree=3648
num_leaves=9
num_cat=0
split_feature=11 48 0 2 2 4 0 12
split_gain=2.62775e-05 3.62447e-05 0.000113233 5.03683e-05 6.43964e-05 4.98986e-05 5.48633e-05 4.21301e-05
threshold=0.079915000000000014 0.016865000000000002 -0.20211999999999997 0.11237500000000002 0.10097500000000002 0.15285000000000001 -0.084269999999999984 0.090020000000000017
decision_type=2 2 2 2 2 2 2 2
left_child=1 3 -3 4 5 6 -1 -8
right_child=-2 2 -4 -5 -6 -7 7 -9
leaf_value=-0.022879861228438783 -0.015415999260387364 -0.0090998212086410134 0.029534740989869752 0.016039555927210802 -0.027625583306984454 0.018630285663231615 0.012775356586139628 -0.011483303097413798
leaf_weight=0.0013245360024496887 0.0010162635625968969 0.0014838836010153678 0.0015521025245876854 0.0012542897795197365 0.0011221631748457531 0.0010190809853447749 0.001568561748441112 0.0013170076644968311
leaf_count=716 199 82 490 340 189 148 435 522
internal_value=0 0.00141441 0.0106515 -0.00227282 -0.00588922 -0.00122468 -0.0060307 0.00170342
internal_weight=0 0.0106416 0.00303599 0.00760564 0.00635135 0.00522919 0.00421011 0.00288557
internal_count=3121 2922 572 2350 2010 1821 1673 957
is_linear=0
shrinkage=0.1


Tree=3649
num_leaves=11
num_cat=0
split_feature=484 4 16 15 4 2 3 3 42 3
split_gain=0.000149746 9.02112e-05 6.45809e-05 6.56784e-05 9.2614e-05 0.000116415 0.000125575 0.000126552 8.32868e-05 0.000145349
threshold=-0.0068949999999999992 0.27044500000000005 -0.36241499999999999 0.088655000000000025 -0.49405499999999997 0.088225000000000012 -0.080934999999999993 0.092670000000000016 -0.089234999999999995 -0.075944999999999985
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 -4 8 -7 -8 -6 -10
right_child=1 -3 3 -5 5 6 7 -9 9 -11
leaf_value=-0.00072490170602222215 -0.00041862371424690833 0.0004616796752565771 -0.00040293448663656094 -0.00033976559522196916 0.00042858655867169176 0.0010141485955849302 -0.00031362495686983454 0.00057045107922471417 -0.00082109412650111554 0.00010666836652673879
leaf_weight=0.0010489228841216022 0.0013641284394736832 0.0017339213693953809 0.0012019686766826538 0.001522024807587668 0.0010105952811655535 0.0010330266886501363 0.0010621548552675287 0.0015039649606818362 0.001014813655733486 0.0018021569703626922
leaf_count=503 102 346 124 561 159 230 301 106 540 149
internal_value=0 4.47272e-05 -1.80582e-05 3.57728e-05 0.000102015 0.000183738 0.000436899 0.000204519 -5.43157e-05 -0.000227558
internal_weight=0 0.0132488 0.0115148 0.0101507 0.00862868 0.00742671 0.00359915 0.00256612 0.00382757 0.00281697
internal_count=3121 2618 2272 2170 1609 1485 637 407 848 689
is_linear=0
shrinkage=0.00196078


Tree=3650
num_leaves=11
num_cat=0
split_feature=484 42 41 3 3 43 43 0 151 1
split_gain=0.000159818 0.000126671 0.000121819 0.000218749 9.6203e-05 0.000196389 0.000105728 0.000170846 8.88804e-05 5.47948e-05
threshold=-0.0068949999999999992 -0.11051499999999999 0.075585000000000013 -0.10519499999999998 -0.084074999999999997 -0.074359999999999996 0.016310000000000002 -0.084044999999999995 -0.0083949999999999979 0.095285000000000022
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 -5 -6 7 8 -7 -10
right_child=1 2 -4 4 5 6 -8 -9 9 -11
leaf_value=-0.00072729861388749284 -0.00061200037978969722 0.00075608229107403352 -0.00055396249217476792 -0.00049121681986041875 0.00068381027244126928 -0.0004005280185389315 0.000419763196257351 -0.00079923944286577463 -6.7859695903676442e-05 0.00047008222538482525
leaf_weight=0.0010944833825949447 0.0010272513599308706 0.0019665458017270781 0.0010003376455828142 0.0011562574173183708 0.0018216487404017091 0.0013120611883882883 0.0015146187389291389 0.0012598033175004924 0.0013898897263311134 0.0015286900723051333
leaf_count=503 159 220 128 520 487 112 302 379 205 106
internal_value=0 5.07547e-05 0.000103328 0.000158352 4.06053e-05 0.000110271 -3.88759e-05 -0.000165398 2.33476e-05 0.000213903
internal_weight=0 0.0139771 0.0129499 0.0119495 0.00998297 0.00882671 0.00700506 0.00549044 0.00423064 0.00291858
internal_count=3121 2618 2459 2331 2111 1591 1104 802 423 311
is_linear=0
shrinkage=0.00196078


Tree=3651
num_leaves=8
num_cat=0
split_feature=131 151 16 0 1 1 0
split_gain=2.40598e-05 3.44002e-05 7.01109e-05 4.29154e-05 0.000100938 7.27411e-05 6.03e-05
threshold=0.088610000000000008 -0.086944999999999981 -0.48836499999999994 -0.084269999999999984 0.094385000000000011 0.088485000000000022 -0.043914999999999989
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -3 4 -4 6 -5
right_child=-2 2 3 5 -6 -7 -8
leaf_value=0.018988596353308431 -0.014182105099301866 0.021778985090064616 -0.02811677712811373 0.030710410315297067 0.0043033245547159258 -0.014707712074995986 0.0011990736065872094
leaf_weight=0.0010058200939299664 0.0010940566463299621 0.0012366486985861394 0.001873928501201052 0.0010912848494210373 0.0019698355697453664 0.0015511942614925135 0.0018940890091286037
leaf_count=241 443 207 781 654 193 461 141
internal_value=0 0.00139234 -0.00044802 -0.00372796 -0.0115023 0.00285909 0.0119868
internal_weight=0 0.0106228 0.00961698 0.00838033 0.00384376 0.00453657 0.00298537
internal_count=3121 2678 2437 2230 974 1256 795
is_linear=0
shrinkage=0.1


Tree=3652
num_leaves=10
num_cat=0
split_feature=42 47 4 43 16 16 4 15 12
split_gain=2.26486e-05 3.53783e-05 5.75244e-05 7.15745e-05 0.000143764 0.000131545 0.000105366 8.31058e-05 8.65223e-06
threshold=-1.0000000180025095e-35 0.10904500000000002 0.24564500000000003 -0.084004999999999982 0.22339500000000004 -0.0094449999999999968 0.033845000000000007 -0.03241999999999999 0.079890000000000017
decision_type=2 2 2 2 2 2 2 2 2
left_child=8 2 3 -2 5 6 7 -5 -1
right_child=1 -3 -4 4 -6 -7 -8 -9 -10
leaf_value=-0.0031855307902303948 0.019126167881488819 -0.015623273138875425 0.021681835761364777 0.023898668567580592 -0.038483767284631182 0.033754984530868393 -0.030967359104992327 -0.014446846012859758 -0.016261342618975331
leaf_weight=0.0010199624074956339 0.0015682301622058992 0.0010229558271106611 0.0015229648060678782 0.0012025525043156695 0.0010449600306509385 0.0010461415613839484 0.0011798089072249086 0.0010664154664488043 0.0010043450417047777
leaf_count=137 371 152 315 251 260 302 121 487 725
internal_value=0 0.00196073 0.00404479 0.000265925 -0.00507304 0.00269415 -0.00672775 0.00587627 -0.009673
internal_weight=0 0.00965403 0.00863107 0.00710811 0.00553988 0.00449492 0.00344878 0.00226897 0.00202431
internal_count=3121 2259 2107 1792 1421 1161 859 738 862
is_linear=0
shrinkage=0.1


Tree=3653
num_leaves=9
num_cat=0
split_feature=16 52 3 403 49 52 12 1
split_gain=2.67828e-05 5.66965e-05 9.1896e-05 8.96285e-05 0.000135464 6.54811e-05 6.48444e-05 0.000150873
threshold=0.38525000000000004 0.090245000000000006 -0.080734999999999987 0.03138500000000001 -0.081404999999999991 -0.07167999999999998 0.084100000000000022 0.10612500000000001
decision_type=2 2 2 2 2 2 2 2
left_child=1 3 -3 4 -1 -6 7 -7
right_child=-2 2 -4 -5 5 6 -8 -9
leaf_value=0.028665884021648175 0.012175035059547557 -0.037654784551634547 0.0014400189344722818 0.02976157421896793 -0.028080850980819999 0.025510329082254236 -0.019779841796057351 -0.023456356722393011
leaf_weight=0.0011837414261515692 0.0015522186884842611 0.0010433305066360971 0.0014190061640456351 0.0010300397472025368 0.0013165615340137889 0.0016426789582089634 0.0014081850335625045 0.0010199100324063542
leaf_count=177 311 290 443 246 412 232 797 213
internal_value=0 -0.00193734 -0.0151251 0.00233474 -0.00196451 -0.00869482 -0.00242504 0.00675354
internal_weight=0 0.0100635 0.00246234 0.00760112 0.00657108 0.00538734 0.00407077 0.00266259
internal_count=3121 2810 733 2077 1831 1654 1242 445
is_linear=0
shrinkage=0.1


Tree=3654
num_leaves=9
num_cat=0
split_feature=3 39 52 51 133 2 3 0
split_gain=2.70019e-05 5.64533e-05 5.92344e-05 7.2221e-05 7.28185e-05 7.31977e-05 0.000133485 0.000105128
threshold=0.13524500000000003 0.0046100000000000004 0.11125500000000001 0.087505000000000013 1.0000000180025095e-35 0.088475000000000012 -0.080934999999999993 -0.10151999999999999
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 7 -7 -1
right_child=-2 -3 -4 -5 -6 6 -8 -9
leaf_value=0.014170801739263772 0.012285085778440025 0.017782197003190971 -0.025693687391576243 -0.025925393523181794 -0.01987183485254769 0.042992802791862253 -0.0027109765469098615 -0.024960785418504345
leaf_weight=0.0014859391710165008 0.0015388207250076899 0.001267270947661491 0.0011747817106784793 0.001048040037653868 0.0012021625957239811 0.0012468521302617754 0.0013109126827833932 0.0012761376833378998
leaf_count=88 192 335 438 204 729 241 266 628
internal_value=0 -0.00194308 -0.0048016 -0.00155939 0.00235605 0.00737905 0.0195686 -0.00390882
internal_weight=0 0.0100121 0.00874483 0.00757004 0.006522 0.00531984 0.00255776 0.00276208
internal_count=3121 2929 2594 2156 1952 1223 507 716
is_linear=0
shrinkage=0.1


Tree=3655
num_leaves=12
num_cat=0
split_feature=484 15 4 15 48 43 0 0 0 13 13
split_gain=0.000171364 8.03962e-05 8.31397e-05 9.40264e-05 5.0836e-05 5.79798e-05 8.35729e-05 0.000175692 0.000166306 7.53136e-05 4.99855e-05
threshold=-0.0068949999999999992 -0.15914499999999995 0.25615500000000008 -0.10091499999999999 0.093265000000000015 0.016310000000000002 -0.053834999999999994 -0.077999999999999986 -0.10836499999999999 -0.099939999999999987 0.05868000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 5 6 7 8 -5 -7 -8
right_child=1 2 -4 4 -6 9 10 -9 -10 -11 -12
leaf_value=-0.00076818754234156145 0.00051274512509856269 0.00060966688299352045 -0.00052508732882546516 0.00018231672004670666 0.00039863914277167404 0.00057512245278329313 -0.0007723692592183219 0.00070972732917684231 -0.00077768098776371576 -0.00016037960564581837 -0.00017055992295621355
leaf_weight=0.0010176008862663516 0.0013918145682908249 0.0010927028859082878 0.0010046651283404607 0.0016042165454661402 0.0010919579831786931 0.0011232602655968371 0.0010337619738077933 0.001039980089919347 0.0012224851821736272 0.001022512156442573 0.0010902302505875205
leaf_count=503 321 117 139 162 144 49 164 272 877 268 105
internal_value=0 6.80233e-05 1.33718e-05 6.57858e-05 1.38681e-06 -5.19267e-05 -0.000150988 2.06571e-05 -0.000232861 0.000224638 -0.000463465
internal_weight=0 0.0127176 0.0113258 0.0103211 0.0092284 0.00813645 0.00599067 0.00386668 0.0028267 0.00214577 0.00212399
internal_count=3121 2618 2297 2158 2041 1897 1580 1311 1039 317 269
is_linear=0
shrinkage=0.00196078


Tree=3656
num_leaves=9
num_cat=0
split_feature=42 160 52 49 151 12 16 1
split_gain=2.21493e-05 3.14781e-05 8.99367e-05 5.82535e-05 8.5017e-05 8.67672e-05 8.72051e-05 5.33813e-06
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.013374999999999998 -0.081404999999999991 -0.0083949999999999979 0.095330000000000012 -0.071854999999999988 0.092845000000000025
decision_type=2 2 2 2 2 2 2 2
left_child=7 2 -2 -3 -5 6 -6 -1
right_child=1 3 -4 4 5 -7 -8 -9
leaf_value=-0.014723646390032742 0.010800621547004188 0.024642465526584327 -0.030444949804203671 -0.024467969655260546 0.028869761278354868 -0.016281788682736709 -0.0014125513454102028 -0.0044148388284341034
leaf_weight=0.0010059102477631395 0.001114484835994009 0.0012599294324767661 0.0010057587284182448 0.0010776108359499062 0.0019360620537727093 0.0012598959613169857 0.0018689753979098916 0.0010033354716224106
leaf_count=731 302 151 526 235 444 266 335 131
internal_value=0 0.00197821 -0.00876463 0.00505521 0.00103757 0.00646411 0.0139956 -0.00957585
internal_weight=0 0.00952272 0.00212024 0.00740247 0.00614254 0.00506493 0.00380504 0.00200925
internal_count=3121 2259 828 1431 1280 1045 779 862
is_linear=0
shrinkage=0.1


Tree=3657
num_leaves=11
num_cat=0
split_feature=484 15 12 151 0 2 48 12 43 0
split_gain=0.000162387 6.83977e-05 0.000141095 0.000107741 0.000149674 0.000125562 9.82773e-05 7.23792e-05 6.94865e-05 8.91507e-05
threshold=-0.0068949999999999992 1.0000000180025095e-35 0.086850000000000024 -0.044604999999999992 -0.13027499999999997 0.10672500000000001 0.086260000000000017 0.091545000000000015 -0.074359999999999996 -0.046359999999999991
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 -2 6 8 -5 -4 -6 -10
right_child=1 2 7 4 5 -7 -8 -9 9 -11
leaf_value=-0.00076011370807565928 -0.00028770022462409781 -0.00074866636776692753 0.00042324328603221941 0.0011135018264298677 0.00016606922597367605 0.00060379704076938938 0.00027243335472077829 -0.00026352210922651583 -0.00076071195599858961 4.5141963722401856e-05
leaf_weight=0.0010136220056490659 0.0018062213694443816 0.0011307234375766339 0.0012288142527842553 0.0010477649698902615 0.0020016080598149522 0.0012974306701211301 0.001089588311528833 0.0011349376006286379 0.0010199277854555588 0.0010938712402892381
leaf_count=503 359 342 336 100 344 315 78 405 222 117
internal_value=0 5.50661e-05 -0.000179005 0.000142488 0.000245401 7.19213e-05 0.000684739 9.34981e-05 -9.57588e-05 -0.00034369
internal_weight=0 0.0128509 0.00349448 0.00935641 0.00755019 0.00541284 0.00213735 0.00236375 0.00411541 0.0021138
internal_count=3121 2618 1083 1535 1176 998 178 741 683 339
is_linear=0
shrinkage=0.00196078


Tree=3658
num_leaves=10
num_cat=0
split_feature=15 15 484 2 1 1 2 2 12
split_gain=2.49108e-05 3.98384e-05 4.58147e-05 6.60778e-05 0.00013027 7.74831e-05 0.000110061 9.50046e-05 5.77475e-05
threshold=0.091915000000000011 0.088235000000000022 0.084040000000000017 0.10912000000000001 0.11181500000000001 0.094385000000000011 0.095195000000000016 0.088850000000000012 0.051320000000000005
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 5 -5 6 7 -1 -7
right_child=-2 -3 -4 4 -6 8 -8 -9 -10
leaf_value=-0.024045612220400806 -0.014430383473804473 0.019960638670504294 0.018101447974274362 0.035746746095871335 -0.010895090343595802 0.020960559862535356 -0.045388268040051839 0.015819581909219029 -0.010419500732901816
leaf_weight=0.001374928164300369 0.0010884794134952977 0.0010478724952596831 0.0011499591493753436 0.001116499737047131 0.0012914828618512586 0.0011597577957292394 0.0010548771588503435 0.001057657626492813 0.001186315150124205
leaf_count=770 486 233 323 223 230 217 207 239 193
internal_value=0 0.00146681 -0.000596673 -0.00320567 0.0107311 -0.00895854 -0.0184112 -0.00671273 0.00509292
internal_weight=0 0.0104394 0.00939148 0.00824152 0.00240798 0.00583354 0.00348746 0.00243259 0.00234607
internal_count=3121 2635 2402 2079 453 1626 1216 1009 410
is_linear=0
shrinkage=0.1


Tree=3659
num_leaves=9
num_cat=0
split_feature=13 15 49 151 0 43 16 13
split_gain=2.71282e-05 4.39686e-05 4.76488e-05 6.14122e-05 9.76662e-05 4.66699e-05 7.68697e-05 3.09954e-05
threshold=-0.39067499999999994 0.091915000000000011 -0.054319999999999993 -0.044604999999999992 -0.15202999999999997 -0.074359999999999996 -0.056919999999999991 0.065590000000000009
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 -5 7 -7 -6
right_child=1 -3 3 4 5 6 -8 -9
leaf_value=0.014373564027991437 -0.01608453973505224 -0.021489095803620059 -0.019167917693377452 0.034862888391039397 0.021851042692437487 0.0064481605547914633 -0.025058404490946484 -0.00067389765292198722
leaf_weight=0.001173355091792303 0.0014627785466543161 0.0010100435219271677 0.0010304525790551756 0.0010634178003852491 0.001418451211893562 0.0019506170419433782 0.0012841919853813562 0.0010730361204586833
leaf_count=145 278 481 307 98 564 673 438 137
internal_value=0 -0.00167505 0.000480847 0.00357944 0.00703173 0.00186327 -0.00605968 0.01215
internal_weight=0 0.010293 0.00928295 0.00782017 0.00678971 0.0057263 0.00323481 0.00249149
internal_count=3121 2976 2495 2217 1910 1812 1111 701
is_linear=0
shrinkage=0.1


Tree=3660
num_leaves=9
num_cat=0
split_feature=2 156 16 42 42 160 2 3
split_gain=2.71647e-05 3.1384e-05 4.2042e-05 8.63122e-05 5.3098e-05 5.74597e-05 7.4342e-05 0.000207989
threshold=-1.0000000180025095e-35 0.083840000000000012 0.38525000000000004 0.092145000000000019 0.08623500000000002 1.0000000180025095e-35 0.10613000000000002 -0.059315
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 6 7 -2
right_child=1 -3 -4 -5 -6 -7 -8 -9
leaf_value=0.015608233067277627 -0.013123313350857622 -0.017560019697325034 0.016242658096882759 -0.027204893005123673 0.020727816598969082 -0.018887092450535558 -0.01286086779438129 0.045849992332003681
leaf_weight=0.0010125061334393384 0.0012490141897959918 0.0010954869447726582 0.0014097057011528075 0.0011998879307634552 0.0012261291049220904 0.001511243543596069 0.0015738476228955526 0.0011474488169545933
leaf_count=199 731 427 203 496 422 274 246 123
internal_value=0 -0.00154925 0.00033323 -0.00250299 0.00191575 -0.00229218 0.00402444 0.0151137
internal_weight=0 0.0104128 0.00931728 0.00790757 0.00670768 0.00548155 0.00397031 0.00239646
internal_count=3121 2922 2495 2292 1796 1374 1100 854
is_linear=0
shrinkage=0.1


Tree=3661
num_leaves=10
num_cat=0
split_feature=484 42 43 131 133 4 47 48 15
split_gain=0.000143949 8.90774e-05 0.000143481 0.000134072 0.000102125 0.000156131 0.000131967 0.000187246 0.000131974
threshold=-0.0068949999999999992 -0.11051499999999999 -0.17390999999999998 0.088610000000000008 0.083950000000000011 -0.077834999999999988 0.087235000000000021 0.085875000000000021 -0.033689999999999991
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 5 -4 7 8 -7
right_child=1 2 3 -5 -6 6 -8 -9 -10
leaf_value=-0.00071718835184419517 -0.00052154734908264433 0.00066332340538970082 -0.00049699671443584315 -0.00066032867927385283 0.00049107499021824137 0.0010347613797200149 -0.0003240515703640468 -0.00036304455019173546 0.00021913939870759364
leaf_weight=0.0010406410136688258 0.0010030845927685621 0.0014589522402108672 0.0019652348232833891 0.0010420680485446919 0.0018734072411037321 0.0013493624228913467 0.0016773781344132793 0.0011150806039210183 0.0017544060966992077
leaf_count=503 159 129 533 371 594 277 116 148 291
internal_value=0 4.01926e-05 8.62434e-05 8.11988e-06 7.96739e-05 -1.83641e-05 0.000141166 0.000326132 0.000573731
internal_weight=0 0.013239 0.0122359 0.0107769 0.00973487 0.00786146 0.00589623 0.00421885 0.00310377
internal_count=3121 2618 2459 2330 1959 1365 832 716 568
is_linear=0
shrinkage=0.00196078


Tree=3662
num_leaves=10
num_cat=0
split_feature=12 12 12 52 4 15 1 2 43
split_gain=2.43715e-05 5.83767e-05 5.81911e-05 5.74303e-05 7.36997e-05 7.34586e-05 0.000115922 0.00010484 4.8534e-05
threshold=0.097825000000000009 0.091545000000000015 0.10711000000000002 0.070205000000000017 -0.062539999999999984 -0.016799999999999995 0.11181500000000001 0.089885000000000007 -0.014584999999999999
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 3 -2 4 -1 6 7 -6 -5
right_child=2 -3 -4 8 5 -7 -8 -9 -10
leaf_value=-0.025810754808631771 0.026734087339909854 -0.02389941278709842 -0.0057225394913641633 7.2792490257887283e-05 -0.015767205405512824 0.023144327947081902 -0.032221302572727768 0.027873081115934947 0.02901436824501696
leaf_weight=0.0012863734665416538 0.0010322684632725686 0.0011020710428039397 0.001188271022574868 0.0012116588099817978 0.0010476601384521713 0.0011493473817383243 0.0011297472560639196 0.001160037957493143 0.0011104734436156814
leaf_count=403 233 498 285 315 308 226 219 256 378
internal_value=0 -0.00230709 0.00936566 0.000632431 -0.0047094 0.0013404 -0.00616842 0.00716364 0.013913
internal_weight=0 0.00919737 0.00222054 0.0080953 0.00577317 0.00448679 0.00333745 0.0022077 0.00232213
internal_count=3121 2603 518 2105 1412 1009 783 564 693
is_linear=0
shrinkage=0.1


Tree=3663
num_leaves=8
num_cat=0
split_feature=2 4 16 2 42 48 4
split_gain=2.63258e-05 3.37574e-05 6.2385e-05 6.2093e-05 6.75155e-05 7.45358e-05 6.40667e-05
threshold=-1.0000000180025095e-35 0.27287000000000006 -0.36241499999999999 0.10981000000000002 -0.092814999999999981 0.083985000000000018 -0.077834999999999988
decision_type=2 2 2 2 2 2 2
left_child=-1 2 -2 4 -4 6 -6
right_child=1 -3 3 -5 5 -7 -8
leaf_value=0.015321192249933099 -0.025234304878468856 0.013782562060811949 0.018048172931010933 0.016782149694177489 -0.030526205276392184 0.0089186024273839107 -0.0041633798829850055
leaf_weight=0.0010167094823325543 0.001169086952020352 0.0012619746182287199 0.0010541987580586854 0.0016484483005646949 0.0018494619246662383 0.0015217493243317912 0.0018378748999313696
leaf_count=199 135 259 230 370 729 321 878
internal_value=0 -0.00154252 -0.00367226 -0.000486124 -0.005031 -0.00970169 -0.0173862
internal_weight=0 0.0103428 0.00908082 0.00791173 0.00626328 0.00520909 0.00368734
internal_count=3121 2922 2663 2528 2158 1928 1607
is_linear=0
shrinkage=0.1


Tree=3664
num_leaves=8
num_cat=0
split_feature=42 0 43 3 52 1 3
split_gain=2.79511e-05 4.05861e-05 7.75505e-05 6.10658e-05 5.79393e-05 5.4625e-05 9.49182e-05
threshold=-1.0000000180025095e-35 -0.060129999999999996 -0.074359999999999996 -0.084074999999999997 0.0031350000000000002 0.11061500000000002 0.090900000000000009
decision_type=2 2 2 2 2 2 2
left_child=-1 3 -3 -2 5 6 -5
right_child=1 2 -4 4 -6 -7 -8
leaf_value=-0.010824459686194852 -0.023001031290109403 0.033839118923896037 -0.00038958076318018717 -0.010415928340280184 0.020733512544092635 -0.022856988956309346 0.026481275707114643
leaf_weight=0.001980064127674745 0.0011509339867542536 0.0010477706581172625 0.0017974135179222102 0.0018528437131350804 0.0013026202257127297 0.0010729017554924536 0.0011178427808804514
leaf_count=862 414 153 331 536 553 188 84
internal_value=0 0.00225534 0.0122155 -0.00210635 0.00239186 -0.0035168 0.00346816
internal_weight=0 0.00934233 0.00284518 0.00649714 0.00534621 0.00404359 0.00297069
internal_count=3121 2259 484 1775 1361 808 620
is_linear=0
shrinkage=0.1


Tree=3665
num_leaves=8
num_cat=0
split_feature=13 3 39 52 4 16 42
split_gain=2.66493e-05 4.27638e-05 7.21838e-05 6.71517e-05 6.64005e-05 0.000114153 4.57661e-05
threshold=-0.39067499999999994 0.10893000000000001 0.0046100000000000004 0.090245000000000006 0.053180000000000012 -0.078844999999999985 0.084835000000000008
decision_type=2 2 2 2 2 2 2
left_child=-1 2 3 4 5 -2 -6
right_child=1 -3 -4 -5 6 -7 -8
leaf_value=0.014412881566948272 0.011392152521615517 -0.016850774117549455 0.024158314442318342 -0.020538060649296211 0.027595672960999115 -0.025262138163305355 -0.00038702773406494042
leaf_weight=0.0011480128874632916 0.0017450643788933136 0.0015671986481499102 0.0011732807267018381 0.0016192428607616676 0.0013342757688935072 0.0016558533678562885 0.0010400736364986393
leaf_count=145 541 128 333 628 178 1013 155
internal_value=0 -0.00166283 0.00111531 -0.00254091 0.00250505 -0.00645425 0.015338
internal_weight=0 0.010135 0.00856779 0.00739451 0.00577527 0.00340092 0.00237435
internal_count=3121 2976 2848 2515 1887 1554 333
is_linear=0
shrinkage=0.1


Tree=3666
num_leaves=8
num_cat=0
split_feature=42 0 4 47 1 0 16
split_gain=2.76354e-05 3.46004e-05 7.19619e-05 5.56949e-05 7.72122e-05 6.7692e-05 2.84114e-05
threshold=-1.0000000180025095e-35 -0.060129999999999996 -0.27825499999999997 0.096300000000000011 0.094385000000000011 -0.15202999999999997 -0.088159999999999988
decision_type=2 2 2 2 2 2 2
left_child=-1 3 -3 4 6 -6 -2
right_child=1 2 -4 -5 5 -7 -8
leaf_value=-0.010781640883466389 0.0018212904336195315 -0.0023780714043206627 0.029844875628827858 -0.02298733763919367 -0.0003699611489316612 0.034609505670367746 -0.017051588326124374
leaf_weight=0.0019697311536486404 0.0015866807490968603 0.0016111039471739946 0.0012162789255146826 0.0010391939942622575 0.0011379197392070509 0.001076719731368032 0.001604044422824574
leaf_count=862 331 227 257 202 102 309 831
internal_value=0 0.00226081 0.0114835 -0.00178542 0.0022907 0.0166365 -0.0076665
internal_weight=0 0.00927194 0.00282738 0.00644456 0.00540536 0.00221464 0.00319073
internal_count=3121 2259 484 1775 1573 411 1162
is_linear=0
shrinkage=0.1


Tree=3667
num_leaves=9
num_cat=0
split_feature=3 3 39 52 4 52 4 43
split_gain=2.46999e-05 4.63788e-05 6.10184e-05 5.18233e-05 5.10833e-05 6.60633e-05 0.000121352 0.000139894
threshold=0.13524500000000003 0.10893000000000001 0.0046100000000000004 0.10611000000000001 0.23246000000000003 -0.088204999999999992 -0.0016099999999999997 -0.0037449999999999996
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 -1 7 -7
right_child=-2 -3 -4 -5 -6 6 -8 -9
leaf_value=-0.024691388485121174 0.01193304484827552 -0.022174884213284646 0.021811430492299482 -0.023285762411584844 0.018421130583894389 -0.01075112926225115 -0.019786979602927298 0.03710694436265654
leaf_weight=0.0011772216519354995 0.0014977915869559153 0.0010075454122016056 0.001162689893098548 0.0010611018153547603 0.001283340830062589 0.0010945272853927766 0.0015409594218229097 0.0013819874199089259
leaf_count=544 192 72 333 463 139 740 290 348
internal_value=0 -0.00186361 0.00048814 -0.00280035 0.00055516 -0.0038586 0.00224594 0.0159555
internal_weight=0 0.00970937 0.00870183 0.00753914 0.00647804 0.0051947 0.00401747 0.00247651
internal_count=3121 2929 2857 2524 2061 1922 1378 1088
is_linear=0
shrinkage=0.1


Tree=3668
num_leaves=11
num_cat=0
split_feature=484 3 15 0 16 151 51 0 0 0
split_gain=9.39135e-05 6.85524e-05 8.68661e-05 6.33203e-05 0.000122188 0.000101816 7.08301e-05 6.24159e-05 4.61929e-05 4.00925e-05
threshold=-1.0000000180025095e-35 -0.10519499999999998 -1.0000000180025095e-35 -0.052984999999999997 0.0065250000000000004 -0.044604999999999992 0.081440000000000026 0.030935000000000004 -0.10011499999999998 -0.11756999999999999
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 -3 8 -5 9 -7
right_child=1 3 -4 7 -6 6 -8 -9 -10 -11
leaf_value=-0.00055359442438547232 0.00076183347532960744 -0.00060051731157169353 4.2641637098619202e-05 -0.00065455175285379261 0.00062403095728817823 -0.0001338227857024876 0.00046923452543129538 1.62154221483239e-05 -0.00033552051760942539 0.00039581798006260575
leaf_weight=0.0010628396724054875 0.0010761780767903552 0.0010719960289309214 0.0016141300153069847 0.001074617900228658 0.0012366176187655724 0.0011933055967840922 0.001251503702014514 0.0010588929388019239 0.0015018646685109149 0.0010184767925121877
leaf_count=515 136 255 210 185 297 150 211 109 961 92
internal_value=0 5.43243e-05 0.000330333 -2.46091e-05 6.25148e-05 -5.25033e-05 6.58152e-05 -0.00032164 -7.01376e-05 0.000110065
internal_weight=0 0.0120976 0.00269031 0.00940728 0.00727376 0.00603715 0.00496515 0.00213351 0.00371365 0.00221178
internal_count=3121 2606 346 2260 1966 1669 1414 294 1203 242
is_linear=0
shrinkage=0.00196078


Tree=3669
num_leaves=7
num_cat=0
split_feature=42 457 1 42 0 13
split_gain=2.38307e-05 3.66607e-05 4.96505e-05 5.64059e-05 7.19202e-05 6.27584e-05
threshold=-1.0000000180025095e-35 0.045365000000000009 0.12408500000000001 0.088915000000000008 -0.10224499999999999 -0.095539999999999986
decision_type=2 2 2 2 2 2
left_child=-1 2 3 4 -2 -6
right_child=1 -3 -4 -5 5 -7
leaf_value=-0.0099946319105975838 -0.012724039038441621 0.017147090626664214 0.019981943621280918 -0.01844583378302558 -0.0082254113703920054 0.022424287393815912
leaf_weight=0.0019699167463514957 0.0019909798126117907 0.0013807740161279987 0.0010261317255089953 0.0018627943400256908 0.0010194314926326624 0.0019382904607249101
leaf_count=862 234 243 239 778 70 695
internal_value=0 0.00212247 -0.000524451 -0.00361368 0.00196945 0.0118603
internal_weight=0 0.0092184 0.00783763 0.0068115 0.0049487 0.00295772
internal_count=3121 2259 2016 1777 999 765
is_linear=0
shrinkage=0.1


Tree=3670
num_leaves=8
num_cat=0
split_feature=50 160 12 1 2 48 13
split_gain=2.51489e-05 4.90386e-05 6.06563e-05 8.92727e-05 7.52584e-05 0.000117204 6.16485e-05
threshold=0.088425000000000017 -0.085579999999999976 0.097825000000000009 0.11181500000000001 0.088225000000000012 0.090390000000000012 -0.014169999999999999
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 6 -6
right_child=-2 2 -4 -5 5 -7 -8
leaf_value=0.022552380228621671 -0.014282983969427291 -0.015019845349878512 0.01519500256184104 -0.026692545170374022 -0.018547165358225981 0.0383883382323153 0.011889574819944222
leaf_weight=0.0010026780726652548 0.0011114081616298921 0.0019677810399408957 0.0018866895754570765 0.0014953439707734309 0.0012002301822810484 0.0010019927671276047 0.0014935805971318218
leaf_count=385 560 778 379 273 342 128 276
internal_value=0 0.00156969 -0.000756172 -0.00496 0.000777995 0.00918934 -0.00167155
internal_weight=0 0.0100483 0.00904562 0.00715893 0.00566358 0.0036958 0.00269381
internal_count=3121 2561 2176 1797 1524 746 618
is_linear=0
shrinkage=0.1


Tree=3671
num_leaves=8
num_cat=0
split_feature=4 16 2 42 48 4 13
split_gain=2.23276e-05 3.65002e-05 4.26893e-05 5.59685e-05 4.83176e-05 7.65986e-05 4.55107e-05
threshold=0.27287000000000006 -0.36241499999999999 0.10981000000000002 -0.091214999999999977 0.083985000000000018 0.053180000000000012 -0.0087749999999999981
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 -3 5 6 -5
right_child=-2 2 -4 4 -6 -7 -8
leaf_value=-0.018172438971697281 0.011293177539468962 0.018105196680842331 0.015199880142378051 -0.010614585784917438 0.0083751970413700159 0.0099477603468484891 -0.035424286606640119
leaf_weight=0.001190609066374671 0.0015108667672031574 0.0010670547680431451 0.0016059869192082072 0.0018509416990847908 0.0015312807925294131 0.0011263240319589547 0.001231208163606538
leaf_count=139 352 264 370 1101 361 130 404
internal_value=0 -0.00178465 0.000534611 -0.00292549 -0.00683522 -0.0123696 -0.0205252
internal_weight=0 0.00960341 0.0084128 0.00680681 0.00573975 0.00420847 0.00308215
internal_count=3121 2769 2630 2260 1996 1635 1505
is_linear=0
shrinkage=0.1


Tree=3672
num_leaves=8
num_cat=0
split_feature=484 160 133 42 4 4 16
split_gain=2.35656e-05 4.22288e-05 8.65813e-05 5.55177e-05 5.79197e-05 8.32316e-05 5.59213e-05
threshold=0.085515000000000022 -1.0000000180025095e-35 -1.0000000180025095e-35 0.088060000000000013 0.24564500000000003 -0.046564999999999988 -0.070454999999999976
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 -4 -7
right_child=-2 2 3 -5 -6 6 -8
leaf_value=-0.017496638887365055 0.013880575576737796 -0.024055516404997347 0.011784886600996379 0.020111951011466723 0.021566787707720549 -0.030962830418372951 -0.002104459450998184
leaf_weight=0.0014221230243736194 0.0011003591890434315 0.0011787335932251534 0.0018136985563030742 0.0018527209439738838 0.0010248903561125263 0.0012892402702415662 0.0014013544783012264
leaf_count=659 341 709 367 485 161 141 258
internal_value=0 -0.00153919 0.00111172 0.00513039 0.00011036 -0.00477176 -0.0159324
internal_weight=0 0.00998276 0.00856064 0.0073819 0.00552918 0.00450429 0.00269059
internal_count=3121 2780 2121 1412 927 766 399
is_linear=0
shrinkage=0.1


Tree=3673
num_leaves=9
num_cat=0
split_feature=52 52 160 15 13 13 2 12
split_gain=2.31479e-05 6.10509e-05 4.38587e-05 4.89231e-05 9.84502e-05 6.44024e-05 5.12606e-05 3.20748e-05
threshold=-0.26636999999999994 -0.081429999999999989 0.050340000000000003 -0.11713499999999999 -0.015874999999999997 -0.099939999999999987 0.095195000000000016 0.086305000000000007
decision_type=2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 5 -5 7 -6
right_child=1 2 -4 4 6 -7 -8 -9
leaf_value=-0.014258770631355956 0.020540689597852654 -0.014402943089347298 -0.018979188340441423 0.0050587718408913211 0.014178451266903876 -0.02823204037677049 -0.00016630389355061644 0.038407679960707798
leaf_weight=0.0010332983352869347 0.0014365579344256417 0.0015715360394312726 0.0012583830800664648 0.001260346678103427 0.0011730128343122323 0.0010782461695987228 0.0012105283044246814 0.0010227382279834221
leaf_count=354 417 371 216 138 156 924 197 348
internal_value=0 0.00146194 -0.00173438 0.00123164 0.00550855 -0.0102905 0.0163554 0.025464
internal_weight=0 0.0100113 0.00857479 0.00731641 0.00574487 0.00233859 0.00340628 0.00219575
internal_count=3121 2767 2350 2134 1763 1062 701 504
is_linear=0
shrinkage=0.1


Tree=3674
num_leaves=11
num_cat=0
split_feature=47 484 47 4 133 52 16 51 15 52
split_gain=9.76553e-05 8.46142e-05 7.4485e-05 8.99314e-05 7.40053e-05 0.000116681 0.000101434 0.000125471 0.000164217 0.000111436
threshold=0.13148500000000005 -1.0000000180025095e-35 0.09550500000000002 0.27834500000000006 0.083950000000000011 0.090245000000000006 -0.013324999999999998 0.081440000000000026 0.088235000000000022 -0.088204999999999992
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 6 -6 7 8 -3 -8
right_child=-2 2 -4 -5 5 -7 9 -9 -10 -11
leaf_value=-0.00048057886799938646 -0.00056609207649516808 -0.0010999816110295406 0.00051426701374570802 0.00058609324310042357 0.00067059187721475613 -0.00021657307841988136 -0.00036256378779547723 0.00014073691798488462 -6.0493775286969082e-05 0.00043343766359358395
leaf_weight=0.0010423948853959504 0.0010588113343937009 0.0012567425138637735 0.0014745002162265429 0.0010451845281159019 0.0012939696855682225 0.0010186826972944853 0.0010617759464815976 0.0013097490916917625 0.0010920206521605686 0.0018618524664932774
leaf_count=505 65 450 174 284 467 208 285 198 268 217
internal_value=0 5.41811e-05 0.000103017 4.20115e-05 -2.19209e-05 0.000279811 -0.000127935 -0.00034553 -0.000616688 0.000144353
internal_weight=0 0.0124569 0.0114145 0.00993998 0.00889479 0.00231265 0.00658214 0.00365851 0.00234876 0.00292363
internal_count=3121 3056 2551 2377 2093 675 1418 916 718 502
is_linear=0
shrinkage=0.00196078


Tree=3675
num_leaves=7
num_cat=0
split_feature=42 457 16 43 16 13
split_gain=2.59294e-05 3.36404e-05 3.97977e-05 5.33196e-05 9.17947e-05 7.86405e-05
threshold=-1.0000000180025095e-35 0.045365000000000009 -0.36241499999999999 -0.074359999999999996 -0.056919999999999991 -0.090799999999999978
decision_type=2 2 2 2 2 2
left_child=-1 2 -2 -4 -5 -6
right_child=1 -3 3 4 5 -7
leaf_value=-0.010505477604872488 -0.014585638410196415 0.016736801818425084 0.017703474220374049 0.013723684121606464 0.0051067239005079604 -0.031012309329044158
leaf_weight=0.001938095657735347 0.00156040550190814 0.0013602578990825854 0.0018132231417160556 0.0019151707975841484 0.0010578483849982801 0.0014013308233595024
leaf_count=862 291 243 676 477 95 477
internal_value=0 0.00223249 -0.000313931 0.00328516 -0.00269141 -0.0154752
internal_weight=0 0.00910824 0.00774798 0.00618757 0.00437435 0.00245918
internal_count=3121 2259 2016 1725 1049 572
is_linear=0
shrinkage=0.1


Tree=3676
num_leaves=10
num_cat=0
split_feature=484 4 12 16 0 49 3 52 0
split_gain=0.000102467 5.9171e-05 5.02096e-05 5.26135e-05 9.40367e-05 0.000183734 0.000125218 8.46931e-05 0.000106421
threshold=-1.0000000180025095e-35 0.27044500000000005 0.10673000000000001 -0.014034999999999997 -0.10224499999999999 -0.043469999999999995 -0.059315 0.096795000000000006 -0.053834999999999994
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 -2 -6 8 -5
right_child=1 -3 -4 7 6 -7 -8 -9 -10
leaf_value=-0.00058898864655914165 0.0002140529733520116 0.00038824625609005045 -0.00042159023934454696 0.00037953157252703772 -0.00015532728258781467 -0.0008603467548128342 0.00069036199934300354 0.00066401705282472813 -0.00034057381157154813
leaf_weight=0.0010796037930271068 0.0011101306162388655 0.0016361274003679352 0.0010394817830818885 0.0016350244415004739 0.0019300778002306709 0.0013636628911486461 0.0010336280043561226 0.0010986712406248315 0.0015249452831654501
leaf_count=515 78 346 202 483 950 150 83 85 229
internal_value=0 4.08912e-05 -1.20463e-05 3.18592e-05 -9.59655e-05 -0.000378203 0.000139617 0.000195068 3.20215e-05
internal_weight=0 0.0123717 0.0107356 0.00969614 0.0054375 0.00247379 0.00296371 0.00425864 0.00315997
internal_count=3121 2606 2260 2058 1261 228 1033 797 712
is_linear=0
shrinkage=0.00196078


Tree=3677
num_leaves=8
num_cat=0
split_feature=4 42 43 4 4 160 12
split_gain=2.27561e-05 3.47586e-05 6.06789e-05 5.7064e-05 8.16828e-05 5.61181e-05 6.94727e-05
threshold=0.27287000000000006 0.092395000000000019 0.12450000000000001 0.055260000000000011 0.0061450000000000003 1.0000000180025095e-35 0.084100000000000022
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 -1
right_child=-2 -3 -4 -5 -6 -7 -8
leaf_value=0.017612616273204384 0.011376645311489943 -0.016499212001262552 0.023627495225743554 -0.019318194820570522 0.024094990100910811 -0.02486456651031143 -0.011746318671701356
leaf_weight=0.0015113639967715615 0.0015143537127014 0.0013796240136227109 0.0010084140216513292 0.001584606701335008 0.0013037601989391639 0.0010277345172350115 0.0017269805388862454
leaf_count=369 352 535 166 218 116 328 1037
internal_value=0 -0.00181869 0.000662499 -0.0025744 0.00218917 -0.00450549 0.00195576
internal_weight=0 0.00954248 0.00816286 0.00715445 0.00556984 0.00426608 0.00323834
internal_count=3121 2769 2234 2068 1850 1734 1406
is_linear=0
shrinkage=0.1


Tree=3678
num_leaves=8
num_cat=0
split_feature=42 43 16 48 3 16 16
split_gain=2.05764e-05 2.89473e-05 0.000121373 7.76864e-05 6.8932e-05 6.77922e-05 7.97612e-05
threshold=-1.0000000180025095e-35 -0.074359999999999996 0.22339500000000004 0.086035000000000014 -0.082154999999999992 -0.008904999999999998 -0.091114999999999988
decision_type=2 2 2 2 2 2 2
left_child=-1 4 3 5 -2 6 -3
right_child=1 2 -4 -5 -6 -7 -8
leaf_value=-0.0093709866164437342 -0.0028875821534790074 0.018591409614049915 -0.033319717813002005 -0.012833123582986673 0.03106797034073789 0.033942633231602876 -0.015868955462073644
leaf_weight=0.0019357358411405149 0.0014362818869095811 0.0016007116476780491 0.0010126738244232991 0.0017991621983631167 0.0010241796258039673 0.0010545019016405975 0.0011572488417709559
leaf_count=862 403 307 208 217 500 211 413
internal_value=0 0.00198449 -0.00145572 0.00429445 0.0112466 0.0123772 0.00413173
internal_weight=0 0.00908476 0.0066243 0.00561162 0.00246046 0.00381246 0.00275796
internal_count=3121 2259 1356 1148 903 931 720
is_linear=0
shrinkage=0.1


Tree=3679
num_leaves=8
num_cat=0
split_feature=13 1 13 3 2 3 15
split_gain=2.17301e-05 3.33856e-05 7.48769e-05 4.95877e-05 8.17704e-05 7.76323e-05 5.42585e-05
threshold=-0.39067499999999994 1.0000000180025095e-35 -0.017449999999999997 0.083060000000000009 0.082850000000000021 -0.078934999999999991 -0.074054999999999996
decision_type=2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 -3 -5
right_child=1 3 -4 6 -6 -7 -8
leaf_value=0.013187844888907292 -0.028904358211103789 -0.020288384024183502 0.0036421483257584133 0.0040531215384066463 0.030449483316884535 0.013750443706274654 -0.02339741901356274
leaf_weight=0.0011205886559670477 0.0012555881609481465 0.0011358053161395439 0.0016174726423356578 0.0016899391316964971 0.0012684069934315312 0.001633876484697257 0.0012546345969073891
leaf_count=145 988 379 606 116 391 346 150
internal_value=0 -0.00150789 -0.0105814 0.00222544 0.00942159 -0.000208373 -0.0076431
internal_weight=0 0.00985572 0.00287306 0.00698266 0.00403809 0.00276968 0.00294457
internal_count=3121 2976 1594 1382 1116 725 266
is_linear=0
shrinkage=0.1


Tree=3680
num_leaves=9
num_cat=0
split_feature=131 13 2 15 2 52 48 4
split_gain=2.09237e-05 3.19451e-05 6.63319e-05 5.18234e-05 5.2858e-05 6.28529e-05 5.74977e-05 3.27681e-05
threshold=0.088610000000000008 -0.095304999999999987 0.10005000000000001 0.088655000000000025 0.11215000000000001 -0.088204999999999992 0.082620000000000013 -0.0029599999999999995
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 -3 7 -7
right_child=-2 3 -4 -5 -6 6 -8 -9
leaf_value=-0.0070062455767580358 -0.013672118685205729 -0.015723981625128839 0.02776413747598945 -0.021262075993043372 -0.015455822322626281 0.014334878900433388 0.029229930395735251 -0.0072171911607064017
leaf_weight=0.0010047106349214746 0.0010164471505226614 0.0010244018681976903 0.0012087353047853765 0.0011466966695548924 0.0013998483081901795 0.0014577737902979238 0.0013133457013293796 0.0013669928068416686
leaf_count=181 443 390 153 546 293 599 234 282
internal_value=0 0.00139237 0.0119814 -0.00164799 0.00177934 0.00645276 0.0119427 0.00390516
internal_weight=0 0.00992251 0.00221345 0.00770906 0.00656236 0.00516251 0.00413811 0.00282477
internal_count=3121 2678 334 2344 1798 1505 1115 881
is_linear=0
shrinkage=0.1


Tree=3681
num_leaves=7
num_cat=0
split_feature=1 42 133 15 2 0
split_gain=2.36732e-05 4.55201e-05 4.91732e-05 5.90853e-05 7.60759e-05 8.55592e-05
threshold=0.12500000000000003 0.092395000000000019 0.083950000000000011 0.035560000000000008 0.099515000000000006 -0.10151999999999999
decision_type=2 2 2 2 2 2
left_child=1 2 3 4 5 -1
right_child=-2 -3 -4 -5 -6 -7
leaf_value=0.0061681223195917401 0.011927877293152313 -0.018955741801060244 0.016082760411461613 -0.023302871372746156 0.017752997763553283 -0.02600980390764453
leaf_weight=0.0019581142315692065 0.0014425640545003672 0.0013325759623070499 0.0017046417598992059 0.0011740316659073187 0.0018615781147053798 0.0014296287851337185
leaf_count=155 279 557 673 668 356 433
internal_value=0 -0.0018245 0.000984148 -0.00302275 0.00151298 -0.00741097
internal_weight=0 0.00946057 0.00812799 0.00642335 0.00524932 0.00338774
internal_count=3121 2842 2285 1612 944 588
is_linear=0
shrinkage=0.1


Tree=3682
num_leaves=10
num_cat=0
split_feature=484 4 40 47 1 0 12 0 403
split_gain=7.89058e-05 4.67145e-05 4.58056e-05 9.98587e-05 9.25849e-05 0.000101822 6.51199e-05 0.000149066 0.000116784
threshold=-1.0000000180025095e-35 0.27044500000000005 -1.0000000180025095e-35 0.09550500000000002 0.091095000000000023 -0.10607499999999999 0.088245000000000004 -0.13027499999999997 0.03138500000000001
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 6 -6 7 -4 -8
right_child=1 -3 3 -5 5 -7 8 -9 -10
leaf_value=-0.00052315061844069937 -0.00035494499218390691 0.00035247463947637444 0.00040437006347707449 0.00049336233498858202 2.6882101499987761e-05 -0.00079577786708177195 -1.5946777727875545e-05 -0.00057486414504681811 0.00080435898097873837
leaf_weight=0.0010420458576064608 0.0012856789563175037 0.0015892191620835846 0.0010656987045531419 0.0015528005838151455 0.0011714165357011308 0.0011427125973998585 0.0017747758497323922 0.0013609125932075605 0.0010692555241119494
leaf_count=515 226 346 87 159 87 314 626 612 149
internal_value=0 3.93268e-05 -8.4184e-06 4.03387e-05 -5.2407e-05 -0.000379346 9.11388e-05 -0.000144812 0.000292459
internal_weight=0 0.0120125 0.0104233 0.00913757 0.00758477 0.00231413 0.00527064 0.00242661 0.00284403
internal_count=3121 2606 2260 2034 1875 401 1474 699 775
is_linear=0
shrinkage=0.00196078


Tree=3683
num_leaves=9
num_cat=0
split_feature=1 47 16 15 52 4 4 15
split_gain=1.92966e-05 4.17085e-05 4.0862e-05 5.34516e-05 4.91541e-05 5.84365e-05 0.00011751 2.51377e-05
threshold=0.12500000000000003 0.096175000000000024 -0.48836499999999994 0.088655000000000025 -0.088204999999999992 -0.0016099999999999997 -0.084369999999999987 -0.10203999999999998
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 -1 4 -4 6 -6 -7
right_child=-2 -3 3 -5 5 7 -8 -9
leaf_value=0.018965835937685391 0.010751505308269998 -0.020118584507794624 -0.017055671650824545 -0.022697432337654581 -0.0023722666101504385 0.0039038742613652397 0.037495507962800635 -0.018120286607951213
leaf_weight=0.0010719294708315483 0.0014453725629466315 0.0010832977159792772 0.001153678518985758 0.0010606459630740179 0.0017287553752776575 0.0010348535144588458 0.0012917398030671821 0.0010380920187566473
leaf_count=168 279 241 502 629 352 128 557 265
internal_value=0 -0.00165405 0.000732977 -0.00194149 0.00158249 0.00580409 0.0146775 -0.00712541
internal_weight=0 0.00946299 0.00837969 0.00730777 0.00624712 0.00509344 0.0030205 0.00207295
internal_count=3121 2842 2601 2433 1804 1302 909 393
is_linear=0
shrinkage=0.1


Tree=3684
num_leaves=8
num_cat=0
split_feature=159 0 1 16 16 15 150
split_gain=2.08676e-05 3.5704e-05 5.48106e-05 5.99612e-05 8.66104e-05 6.58252e-05 3.12496e-05
threshold=-1.0000000180025095e-35 -0.14920999999999998 0.11588000000000001 -0.014034999999999997 0.15891500000000003 0.088235000000000022 0.083095000000000016
decision_type=2 2 2 2 2 2 2
left_child=-1 6 3 5 -5 -3 -2
right_child=1 2 -4 4 -6 -7 -8
leaf_value=-0.013217121231500414 -0.020241515300072888 -0.022020552150235448 0.021703566679599804 0.02955290367452286 -0.0054307811772183303 0.0075180028667820586 0.0028665611334207689
leaf_weight=0.0010773386450336113 0.0012367461129788029 0.001740040209592095 0.0015305402062566241 0.0013300697524950261 0.00151235456534637 0.0013318757697172736 0.0011108711227070817
leaf_count=509 157 779 332 471 365 428 80
internal_value=0 0.00144595 0.00483671 0.000471829 0.0109393 -0.00921366 -0.00930698
internal_weight=0 0.0097925 0.00744488 0.00591434 0.00284242 0.00307192 0.00234762
internal_count=3121 2612 2375 2043 836 1207 237
is_linear=0
shrinkage=0.1


Tree=3685
num_leaves=9
num_cat=0
split_feature=484 4 150 2 3 43 0 16
split_gain=9.2063e-05 7.62232e-05 4.54073e-05 6.10707e-05 5.08264e-05 0.000102386 0.000126403 7.50598e-05
threshold=-1.0000000180025095e-35 0.27044500000000005 0.086615000000000011 0.11389000000000002 -0.08824499999999999 -0.074359999999999996 -0.10011499999999998 -0.0083599999999999976
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 3 4 7 -6 -7 -2
right_child=1 -3 -4 -5 5 6 -8 -9
leaf_value=-0.00056049973021722165 -0.00053749980951804958 0.00045434990590404551 -0.00033193210427643856 -0.00040931485798922896 0.00061247641954454703 0.00039359096885731391 -0.00032577269283964638 0.00017796179126299534
leaf_weight=0.0010296782451967744 0.001023448487090118 0.0015614233171140574 0.0014524396776975758 0.0010156808632423575 0.0016524985260936422 0.0018420823754072575 0.0019158457637446329 0.0012551551908864108
leaf_count=515 327 346 247 190 389 147 766 194
internal_value=0 5.10188e-05 -1.09839e-05 4.25685e-05 0.00010226 0.000205716 2.6849e-05 -0.000143392
internal_weight=0 0.0117186 0.0101572 0.00870471 0.00768903 0.00541043 0.00375793 0.0022786
internal_count=3121 2606 2260 2013 1823 1302 913 521
is_linear=0
shrinkage=0.00196078


Tree=3686
num_leaves=9
num_cat=0
split_feature=131 13 16 43 43 2 2 4
split_gain=1.89226e-05 2.78505e-05 4.78546e-05 0.000117525 0.000103065 4.62116e-05 3.96252e-05 8.70179e-05
threshold=0.088610000000000008 -0.095304999999999987 0.23311500000000004 -0.092909999999999979 -0.029804999999999995 0.10005000000000001 0.11215000000000001 0.0061450000000000003
decision_type=2 2 2 2 2 2 2 2
left_child=1 5 3 -3 -5 -1 7 -6
right_child=-2 2 -4 4 6 -7 -8 -9
leaf_value=-0.0045789003220017945 -0.013056638940088558 -0.034206082787592372 0.017446407728198665 0.03012396803492853 -0.016040369596043456 0.024533550940569863 -0.020586253502682922 0.017094974253393121
leaf_weight=0.0010026156846036629 0.0010076955353796402 0.0011255446337273996 0.0011339371971141269 0.0010096887502333641 0.0015786500516350721 0.0011952597221346322 0.00122431445356605 0.0015915952874394276
leaf_count=181 443 282 329 683 721 153 143 186
internal_value=0 0.00132977 -0.00151616 -0.00480912 0.0013134 0.0112532 -0.00530608 0.000594954
internal_weight=0 0.00986161 0.00766373 0.00652979 0.00540425 0.00219788 0.00439456 0.00317025
internal_count=3121 2678 2344 2015 1733 334 1050 907
is_linear=0
shrinkage=0.1


Tree=3687
num_leaves=8
num_cat=0
split_feature=4 1 12 15 12 15 16
split_gain=2.0854e-05 9.13769e-05 4.13998e-05 4.94509e-05 8.7845e-05 9.70756e-05 0.000105151
threshold=0.24564500000000003 0.111945 0.10124000000000001 0.088235000000000022 0.084100000000000022 -0.016799999999999995 -0.056919999999999991
decision_type=2 2 2 2 2 2 2
left_child=2 -2 3 4 5 6 -1
right_child=1 -3 -4 -5 -6 -7 -8
leaf_value=0.0075370991098827559 -0.011812698929845091 0.029009080902763509 -0.020900152671455535 0.015623500181112082 -0.024359820726014603 0.02127903508266564 -0.033508903914243132
leaf_weight=0.0015468708851143209 0.0010910925332441369 0.0011023375448358315 0.0010427136768805878 0.001657019794537631 0.0015518793867846277 0.0017847459811350108 0.0010462713050840159
leaf_count=167 150 276 343 577 1106 298 204
internal_value=0 0.00870283 -0.0022169 0.000350891 -0.0039169 0.00332973 -0.00902399
internal_weight=0 0.00219343 0.0086295 0.00758679 0.00592977 0.00437789 0.00259314
internal_count=3121 426 2695 2352 1775 669 371
is_linear=0
shrinkage=0.1


Tree=3688
num_leaves=11
num_cat=0
split_feature=484 151 4 49 2 4 16 16 1 4
split_gain=9.14908e-05 5.57563e-05 0.000133031 9.72161e-05 5.99774e-05 6.09976e-05 0.000115279 6.23947e-05 0.000175297 0.000111478
threshold=-1.0000000180025095e-35 -0.0083949999999999979 0.27044500000000005 -0.047584999999999995 0.11411 0.16173500000000005 -0.092484999999999984 -0.056919999999999991 0.083835000000000007 -0.49013999999999996
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 3 4 -2 5 6 -3 -8 9 -9
right_child=1 2 -4 -5 -6 -7 7 8 -10 -11
leaf_value=-0.00056690586622444518 0.00021562129885457925 -0.00052385088100980501 0.00077531569867516303 -0.00060527089983637705 -0.00040256646391469619 0.00052795429243404808 0.00047773182951823927 -0.00013685877247992701 -0.00052459749866844195 0.00073441181552911139
leaf_weight=0.0010350435111433501 0.0010046245282751948 0.00122511639784948 0.0010198309746909011 0.0012383680635730458 0.0010939531063289404 0.0010468488084961411 0.0015281869828004495 0.0010184198691287655 0.0014545952685576348 0.0012670229804209033
leaf_count=515 207 270 266 226 192 63 687 40 330 325
internal_value=0 4.08849e-05 0.000105587 -0.000237598 2.64815e-05 8.8729e-05 1.79176e-05 0.000143905 7.50257e-06 0.000346164
internal_weight=0 0.011897 0.00965397 0.00224299 0.00863414 0.00754019 0.00649334 0.00526823 0.00374004 0.00228544
internal_count=3121 2606 2173 433 1907 1715 1652 1382 695 365
is_linear=0
shrinkage=0.00196078


Tree=3689
num_leaves=12
num_cat=0
split_feature=48 1 0 0 43 52 160 16 13 160 12
split_gain=0.000157927 9.85335e-05 0.000115139 9.41083e-05 8.15715e-05 0.000107472 9.82304e-05 0.000124259 0.00015199 0.000148124 7.55347e-05
threshold=0.12737000000000001 0.10439500000000002 -0.15350499999999997 -0.036484999999999997 -0.17390999999999998 0.090245000000000006 0.086075000000000013 -0.083134999999999987 -0.016469999999999995 -0.027994999999999996 0.097825000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 -3 10 -1 6 7 8 -6 -9 -4
right_child=-2 2 3 -5 5 -7 -8 9 -10 -11 -12
leaf_value=0.00041866837774688203 -0.00074657229763370146 0.0008483390122649687 -0.00045757288266798824 0.00059724566132509846 -1.5176014612610499e-05 -0.00053676164406054022 -0.00054040379343659329 0.00038044966696303308 0.0010234984196827348 -0.00058001139967455752 0.00026753423401393588
leaf_weight=0.001182609279607302 0.0010096128783782373 0.0010982447686265131 0.001168422451230308 0.0010526092378623994 0.0011751222057585912 0.0019167485651713301 0.0010592666499170643 0.0010673568035429164 0.0010047789400552201 0.0014642175152200943 0.0010475120971537577
leaf_count=155 96 82 279 155 260 562 240 332 207 662 91
internal_value=0 5.79576e-05 0.000299066 0.000114508 -6.0741e-05 -0.000134491 -8.77364e-07 0.000120423 0.000463579 -0.000175064 -0.000114802
internal_weight=0 0.0132369 0.00436679 0.00326854 0.0088701 0.00768749 0.00577074 0.00471148 0.0021799 0.00253157 0.00221593
internal_count=3121 3025 607 525 2418 2263 1701 1461 467 994 370
is_linear=0
shrinkage=0.00196078


Tree=3690
num_leaves=11
num_cat=0
split_feature=484 3 15 0 16 151 3 0 0 43
split_gain=8.79171e-05 6.20942e-05 8.99899e-05 7.26547e-05 0.000118994 0.000140167 6.19495e-05 5.03182e-05 4.22163e-05 4.02331e-05
threshold=-1.0000000180025095e-35 -0.10519499999999998 -1.0000000180025095e-35 -0.052984999999999997 0.0065250000000000004 -0.044604999999999992 0.10542000000000001 0.030935000000000004 -0.10224499999999999 -0.0037449999999999996
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 -3 8 -5 -7 -10
right_child=1 3 -4 7 -6 6 -8 -9 9 -11
leaf_value=-0.00056887500241311251 0.0007423371504661076 -0.00070955043440079234 2.0705755009571961e-06 -0.00066246670314368229 0.00061580160251827715 -0.00027560267332145654 0.00051150737222684908 -5.5543648927614789e-05 -0.00013804626587207301 0.00039390080162859492
leaf_weight=0.0010187838840159608 0.0010489347241462706 0.0010601503351934079 0.0015859591744279446 0.001071002072698472 0.0011901773500114015 0.0016244316621727407 0.0010032566731670023 0.0010305424378041989 0.0010403047145370026 0.0011519658821549251
leaf_count=515 136 255 210 185 297 189 100 109 741 384
internal_value=0 3.14662e-05 0.000296766 -4.47495e-05 5.03952e-05 -6.40472e-05 7.79313e-05 -0.000364848 -3.60383e-05 0.000141474
internal_weight=0 0.0118067 0.00263489 0.00917183 0.00707029 0.00588011 0.00481996 0.00210154 0.0038167 0.00219227
internal_count=3121 2606 346 2260 1966 1669 1414 294 1314 1125
is_linear=0
shrinkage=0.00196078


Tree=3691
num_leaves=11
num_cat=0
split_feature=484 48 4 40 457 47 43 43 0 133
split_gain=0.00014406 9.29337e-05 0.000154997 7.35717e-05 6.92381e-05 6.908e-05 6.63083e-05 9.50083e-05 0.000223231 0.000109203
threshold=-0.0068949999999999992 0.11951500000000001 0.40473500000000007 -1.0000000180025095e-35 0.080930000000000016 0.09550500000000002 0.016310000000000002 -0.083134999999999987 -0.084144999999999984 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 6 7 9 -9 -5
right_child=1 -3 -4 4 -6 -7 -8 8 -10 -11
leaf_value=-0.00071656222982202286 -0.00040967366583976195 -0.00052378775081465291 0.00082240910101811864 0.00057202993459995607 0.00053191736907156619 0.00041419932874869084 0.00028477742537505625 1.1645375520591852e-06 -0.0011274506629372694 -0.00031668446424867045
leaf_weight=0.0010242092204047386 0.0013024838613896845 0.001005989940774151 0.0010330814343071067 0.0011065048958489271 0.0011790726601161863 0.0014331814315028044 0.0016238355845269959 0.0019025133310519194 0.0010432659236324809 0.001023080361882782
leaf_count=503 219 93 262 149 135 134 332 438 583 273
internal_value=0 4.79938e-05 9.73804e-05 2.68115e-05 8.78669e-05 2.34863e-05 -6.01002e-05 -0.000170442 -0.000398542 0.00014508
internal_weight=0 0.012653 0.011647 0.0106139 0.00931145 0.00813238 0.0066992 0.00507536 0.00294578 0.00212959
internal_count=3121 2618 2525 2263 2044 1909 1775 1443 1021 422
is_linear=0
shrinkage=0.00196078


Tree=3692
num_leaves=10
num_cat=0
split_feature=484 133 133 3 16 0 1 0 48
split_gain=0.000121584 5.2189e-05 9.61898e-05 9.53366e-05 0.000104025 7.68044e-05 0.000134609 8.45516e-05 6.51621e-05
threshold=-1.0000000180025095e-35 0.10622000000000002 0.083950000000000011 -0.10023499999999998 -0.0083599999999999976 -0.10011499999999998 0.12958500000000003 -0.15202999999999997 0.086260000000000017
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 7 -7 8 -5
right_child=1 -3 -4 5 -6 6 -8 -9 -10
leaf_value=-0.00065090154270936069 -6.1794337828040632e-05 -0.00038137647947262854 0.00055872636124881911 0.00017103476127880939 0.00072497799540971843 -0.00065425095979754569 0.00023132866191300438 0.0003836880559906536 -0.00048139146069668307
leaf_weight=0.0010681173704777574 0.0012925451653978677 0.0010373714531325693 0.0014011175191888129 0.00109242322295907 0.0012918606259932799 0.0019298718413509148 0.0010027972227858563 0.0017957284351330519 0.0012760627404604374
leaf_count=515 147 370 415 101 167 1018 111 220 57
internal_value=0 3.91775e-05 7.85435e-05 9.04941e-06 0.000331488 -0.00010837 -0.000351436 6.28105e-05 -0.000180471
internal_weight=0 0.0121198 0.0110824 0.00968129 0.00258441 0.00709688 0.00293267 0.00416421 0.00236849
internal_count=3121 2606 2236 1821 314 1507 1129 378 158
is_linear=0
shrinkage=0.00196078


Tree=3693
num_leaves=8
num_cat=0
split_feature=3 15 52 15 47 2 3
split_gain=1.99632e-05 3.91065e-05 0.000127476 9.18378e-05 8.3312e-05 5.64466e-05 3.90431e-05
threshold=-0.10519499999999998 -0.016799999999999995 0.091820000000000013 -0.074054999999999996 0.087235000000000021 0.088555000000000009 -0.14477499999999996
decision_type=2 2 2 2 2 2 2
left_child=6 3 5 4 -2 -3 -1
right_child=1 2 -4 -5 -6 -7 -8
leaf_value=-0.0029944114816617177 0.013419275269007269 0.029705301546292324 -0.024259084549921428 -0.033073785558286016 -0.018049574861419716 0.0016636715849834265 0.022463772856499323
leaf_weight=0.0014094031605446826 0.0019143484723888457 0.0014655017050895537 0.0010852872733215129 0.0011508458744884801 0.0015008703242756632 0.0014070732872992269 0.0010520920565425477
leaf_count=277 735 724 380 350 243 281 131
internal_value=0 -0.00233668 0.00493853 -0.00864283 -0.000410194 0.0159697 0.00788692
internal_weight=0 0.00852393 0.00395786 0.00456606 0.00341522 0.00287257 0.0024615
internal_count=3121 2713 1385 1328 978 1005 408
is_linear=0
shrinkage=0.1


Tree=3694
num_leaves=8
num_cat=0
split_feature=1 15 3 43 52 4 4
split_gain=2.25739e-05 6.34751e-05 5.55508e-05 5.47247e-05 4.41471e-05 0.000105038 6.95001e-05
threshold=0.104035 -0.016799999999999995 0.10542000000000001 -0.15582499999999996 0.090245000000000006 -0.076229999999999978 0.053180000000000012
decision_type=2 2 2 2 2 2 2
left_child=3 2 -2 -1 5 -5 -7
right_child=1 -3 -4 4 -6 6 -8
leaf_value=0.017354883746078183 0.011847788031447079 0.026681303495356152 -0.014973440174673201 0.01946496992789069 -0.02231614281793174 -0.026503271410913406 0.005771031476022404
leaf_weight=0.0010525448547267606 0.0015480975215942713 0.0010750654763741546 0.0015407437927085705 0.0014593677027681896 0.0014815824819796953 0.0016760878131333295 0.0011085017786736096
leaf_count=182 351 154 186 677 562 768 241
internal_value=0 0.00575312 -0.0015309 -0.00360197 -0.00745454 -0.0022663 -0.0136554
internal_weight=0 0.00416391 0.00308884 0.00677808 0.00572554 0.00424396 0.00278459
internal_count=3121 691 537 2430 2248 1686 1009
is_linear=0
shrinkage=0.1


Tree=3695
num_leaves=9
num_cat=0
split_feature=484 4 16 52 0 2 3 0
split_gain=8.77861e-05 8.31533e-05 5.24621e-05 8.92094e-05 0.000117287 7.67477e-05 8.07757e-05 0.000119431
threshold=-1.0000000180025095e-35 0.27044500000000005 -0.014034999999999997 0.10347000000000002 -0.053834999999999994 0.092755000000000018 -0.078934999999999991 -0.10224499999999999
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 5 4 -4 6 -2 -8
right_child=1 -3 3 -5 -6 -7 7 -9
leaf_value=-0.00054375519569174996 -0.00032868242804480669 0.00045829330561633728 0.00034967734226572364 0.0006050625490474829 -0.00035350185881512057 -0.00046250449999252799 -0.00016762166147056096 0.00072177253479015116
leaf_weight=0.0010663093040786239 0.0015788192570888497 0.0016089905089324329 0.0017408992823809331 0.0011616711588548919 0.0019152833119085591 0.0019477757850057051 0.0012494451620614355 0.0010841811884071328
leaf_count=515 735 346 525 98 258 387 80 177
internal_value=0 4.27509e-05 -1.98637e-05 0.000131714 -1.86816e-05 -0.00014448 1.3845e-05 0.000245583
internal_weight=0 0.0122871 0.0106781 0.00481785 0.00365618 0.00586022 0.00391245 0.00233363
internal_count=3121 2606 2260 881 783 1379 992 257
is_linear=0
shrinkage=0.00196078


Tree=3696
num_leaves=9
num_cat=0
split_feature=42 157 0 3 12 1 0 4
split_gain=2.54282e-05 3.54089e-05 5.29848e-05 9.43785e-05 7.08521e-05 7.02058e-05 0.000105796 4.17295e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.060129999999999996 -0.074084999999999998 0.091545000000000015 0.094385000000000011 -0.10224499999999999 0.23246000000000003
decision_type=2 2 2 2 2 2 2 2
left_child=-1 -2 4 -4 5 6 -3 -7
right_child=1 2 3 -5 -6 7 -8 -9
leaf_value=-0.010522008466472029 -0.013817886275255332 -0.02870020236449608 0.036041891703354673 -0.0039837373127447817 -0.02473701960760355 0.032717463434499043 0.013157103608102121 0.0041313743679682246
leaf_weight=0.0019106213930648068 0.0012003079858626592 0.0011593021858851504 0.0012473030038778264 0.0011163900711675489 0.0010071630548702491 0.0010109508910110321 0.0012602938086463216 0.0010319136078338171
leaf_count=862 504 142 137 204 393 151 547 181
internal_value=0 0.00217592 0.00462666 0.0171375 -0.000779877 0.00462717 -0.00689801 0.0182778
internal_weight=0 0.00903362 0.00783332 0.00236369 0.00546962 0.00446246 0.0024196 0.00204286
internal_count=3121 2259 1755 341 1414 1021 689 332
is_linear=0
shrinkage=0.1


Tree=3697
num_leaves=10
num_cat=0
split_feature=484 42 47 16 133 15 2 16 12
split_gain=9.58825e-05 6.19052e-05 9.57e-05 9.83573e-05 0.000100644 0.000114116 0.000137403 8.28649e-05 6.30728e-05
threshold=-1.0000000180025095e-35 0.10194000000000002 0.10980000000000002 -0.014034999999999997 0.083950000000000011 -0.03241999999999999 0.089885000000000007 0.26676500000000009 0.09141500000000001
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 6 -2 8 -5
right_child=1 -3 -4 7 -6 -7 -8 -9 -10
leaf_value=-0.00055968149138637541 -0.00051020196970546778 -0.00041111093308831469 0.00058865134012763844 0.00021686863758462247 0.00038290688421991297 -0.00069516843658044424 0.00032886935567134272 -0.00019019652720244517 0.00081757661977627867
leaf_weight=0.0010872462191814916 0.0013568927487901264 0.0010327505697178907 0.0013093857295391866 0.0018632404541802784 0.0011341885924121154 0.0015861052736098977 0.001678565951849318 0.0011389963257171782 0.0010511083301052906
leaf_count=515 160 319 119 435 307 648 253 255 110
internal_value=0 4.80956e-05 9.07495e-05 2.42861e-05 -0.000140482 -0.000268929 -4.62073e-05 0.000258258 0.000433524
internal_weight=0 0.0121512 0.0111185 0.0098091 0.00575575 0.00462156 0.00303546 0.00405335 0.00291435
internal_count=3121 2606 2287 2168 1368 1061 413 800 545
is_linear=0
shrinkage=0.00196078


Tree=3698
num_leaves=8
num_cat=0
split_feature=42 160 16 49 52 4 1
split_gain=2.05541e-05 3.17844e-05 6.21828e-05 6.19659e-05 8.09935e-05 6.92242e-05 9.14717e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.0007049999999999999 -0.081404999999999991 0.077655000000000016 0.0052350000000000009 0.11061500000000002
decision_type=2 2 2 2 2 2 2
left_child=-1 2 -2 -3 5 -5 -7
right_child=1 3 -4 4 -6 6 -8
leaf_value=-0.0094448976730010445 -0.026733228897998312 0.025882772677660443 0.0082572513246766885 -0.027869450712654995 0.017852948315852379 0.015429754789005202 -0.022298047241940677
leaf_weight=0.0019153428021478182 0.0010048740144327261 0.0011961798785110308 0.0010269284311559459 0.0011569677308029434 0.0018933238000190767 0.0017155335872290776 0.0010275518049210517
leaf_count=862 586 151 242 591 322 184 183
internal_value=0 0.0019611 -0.00904808 0.00516137 0.000882943 -0.00735533 0.00129703
internal_weight=0 0.00902136 0.0020318 0.00698956 0.00579338 0.00390005 0.00274309
internal_count=3121 2259 828 1431 1280 958 367
is_linear=0
shrinkage=0.1


Tree=3699
num_leaves=8
num_cat=0
split_feature=1 43 3 43 52 4 3
split_gain=2.24783e-05 4.68717e-05 6.3998e-05 3.94931e-05 5.65362e-05 7.71719e-05 6.61736e-05
threshold=0.10439500000000002 -0.092909999999999979 0.11924500000000002 -0.15582499999999996 0.090245000000000006 -0.076229999999999978 -0.0080949999999999998
decision_type=2 2 2 2 2 2 2
left_child=3 -2 -3 -1 5 -5 -7
right_child=1 2 -4 4 -6 6 -8
leaf_value=0.014389103086471317 -0.012961213298383793 0.024376921752431724 -0.0047339738168119226 0.017791011212585455 -0.023402686333487643 -0.030410025282886357 0.0013218265085863205
leaf_weight=0.0010395412366818206 0.0010021643031697448 0.0017663497021069012 0.0013192042736868007 0.0014556744956697515 0.001511166078665695 0.0010521641425841599 0.0017507095291417762
leaf_count=182 89 406 190 677 564 861 152
internal_value=0 0.00582815 0.0119308 -0.00355275 -0.00678537 -0.000888632 -0.0105899
internal_weight=0 0.00408772 0.00308555 0.00680926 0.00576971 0.00425855 0.00280287
internal_count=3121 685 596 2436 2254 1690 1013
is_linear=0
shrinkage=0.1


Tree=3700
num_leaves=9
num_cat=0
split_feature=3 39 457 52 0 0 3 2
split_gain=2.24238e-05 3.64772e-05 5.5297e-05 7.8639e-05 4.62159e-05 4.51188e-05 6.86136e-05 2.65727e-05
threshold=0.13524500000000003 0.085220000000000004 0.080930000000000016 0.11125500000000001 -0.14794999999999997 -0.10011499999999998 -0.10831999999999999 0.084655000000000022
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 -6 -7 -8
right_child=-2 -3 -4 -5 5 6 7 -9
leaf_value=-0.019980356354749314 0.011463063346774896 0.016023157771722033 0.014805142303787192 -0.033277229860305027 0.015722924028015849 0.013129989779005558 -0.005209206940917999 -0.028247192778152321
leaf_weight=0.0012892160284945792 0.0014678967420254591 0.0010204310328971794 0.0013173079242433383 0.0010144391281278276 0.0014988652186610791 0.0012507504650205985 0.0010017955748129602 0.0010008635169399501
leaf_count=143 192 302 185 436 149 210 559 945
internal_value=0 -0.00182724 -0.00400264 -0.00751396 -0.003188 0.0013675 -0.00524613 -0.0167228
internal_weight=0 0.00939367 0.00837324 0.00705593 0.00604149 0.00475227 0.00325341 0.00200266
internal_count=3121 2929 2627 2442 2006 1863 1714 1504
is_linear=0
shrinkage=0.1


Tree=3701
num_leaves=10
num_cat=0
split_feature=484 4 156 42 43 4 2 16 3
split_gain=8.55922e-05 0.000101601 4.29612e-05 5.82021e-05 7.77879e-05 8.77162e-05 8.06632e-05 5.88297e-05 5.33284e-05
threshold=-1.0000000180025095e-35 0.27044500000000005 0.084085000000000007 -1.0000000180025095e-35 -0.074359999999999996 0.055260000000000011 0.088475000000000012 -0.072359999999999994 -0.084074999999999997
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 8 6 -6 -8 -5
right_child=1 -3 -4 4 5 -7 7 -9 -10
leaf_value=-0.0005523194931557723 -0.00029336544826027305 0.00050183256041084979 -0.00041467630024387224 9.5261391780808243e-05 -0.00029474385267573274 -0.00053932387026431924 0.00065259995509479418 4.6375469389551068e-05 0.00071497375936415656
leaf_weight=0.0010265056515435305 0.0019242292473466713 0.0015722787711586811 0.0010247029832963746 0.0010717816517235579 0.001342311146997446 0.0010750631536981612 0.0010579473384516762 0.0014714243461363757 0.0010637386725043827
leaf_count=515 699 346 351 131 366 88 142 174 309
internal_value=0 3.83895e-05 -3.425e-05 9.03253e-06 9.11931e-05 -4.38249e-05 9.37619e-05 0.000299938 0.000403951
internal_weight=0 0.0116035 0.0100312 0.0090065 0.00708227 0.00494675 0.00387168 0.00252937 0.00213552
internal_count=3121 2606 2260 1909 1210 770 682 316 440
is_linear=0
shrinkage=0.00196078


Tree=3702
num_leaves=10
num_cat=0
split_feature=484 4 12 47 3 150 16 43 43
split_gain=0.000145987 0.000118496 6.60856e-05 0.00014677 0.000144143 0.000159841 0.000136389 0.000170347 6.74054e-05
threshold=-0.0068949999999999992 0.27044500000000005 -0.040564999999999997 0.09550500000000002 0.10732000000000001 0.086615000000000011 -0.083134999999999987 -0.084359999999999991 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 6 8 -8 -4
right_child=1 -3 3 -5 -6 -7 7 -9 -10
leaf_value=-0.00071131647443535464 -0.00046761960196988627 0.00053856867054098928 0.00057759091258798869 0.0005616182303768612 0.00044807519535229639 -0.00089730065220135343 0.00011899417453836223 -0.00076889789471863582 -7.8682492722820352e-05
leaf_weight=0.0010378834432473493 0.0011374509033435344 0.0016811583114784432 0.0013380732027065698 0.001672280776277007 0.0016386686346017143 0.0010651812989954127 0.001647860923288566 0.0016753870937272976 0.0010933793795518485
leaf_count=503 216 346 362 156 89 168 293 797 191
internal_value=0 5.2966e-05 -1.94829e-05 3.08322e-05 -7.41058e-05 -0.000199575 -7.04271e-05 -0.000328629 0.000282477
internal_weight=0 0.0129494 0.0112683 0.0101308 0.00845855 0.00681988 0.0057547 0.00332325 0.00243145
internal_count=3121 2618 2272 2056 1900 1811 1643 1090 553
is_linear=0
shrinkage=0.00196078


Tree=3703
num_leaves=8
num_cat=0
split_feature=4 40 47 3 2 16 43
split_gain=2.05562e-05 3.48175e-05 7.1787e-05 7.61825e-05 8.70539e-05 7.17192e-05 0.000126132
threshold=0.27044500000000005 -0.064864999999999992 0.09550500000000002 0.10542000000000001 0.092875000000000013 -0.088159999999999988 -0.083134999999999987
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 4 5 -3 -7
right_child=-2 2 -4 -5 -6 6 -8
leaf_value=-0.018937001305919233 0.010684848196005811 0.01509524870792741 0.020771220386165069 0.017962676227617467 -0.028319433720113824 0.012305278337917636 -0.034427061781509387
leaf_weight=0.0010522423464659125 0.0015352747764215543 0.001640704547014277 0.0014285565278838053 0.0012983992588372906 0.0016370267932341379 0.0010999600118953548 0.0012160591039385063
leaf_count=194 365 392 247 115 658 367 783
internal_value=0 -0.00179811 0.000369287 -0.00385948 -0.00892476 -0.000900539 -0.0122322
internal_weight=0 0.00937295 0.00832071 0.00689215 0.00559375 0.00395672 0.00231602
internal_count=3121 2756 2562 2315 2200 1542 1150
is_linear=0
shrinkage=0.1


Tree=3704
num_leaves=10
num_cat=0
split_feature=484 4 150 43 43 16 16 0 1
split_gain=0.000106073 6.82868e-05 5.03461e-05 7.20297e-05 0.000126781 0.000103517 0.000133791 0.00014971 8.58833e-05
threshold=-1.0000000180025095e-35 0.27044500000000005 0.096430000000000002 -0.074359999999999996 -0.09225499999999999 0.22339500000000004 -0.0094449999999999968 -0.10224499999999999 0.077845000000000011
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 8 6 7 -5 -2
right_child=1 -3 -4 5 -6 -7 -8 -9 -10
leaf_value=-0.00060072275265317507 -0.00046409657698185216 0.00040836925434264206 -0.00044125768451082716 -0.00059108768756227514 0.0007175740072971657 -0.00062796342922787898 0.00064459877392924623 0.00020744265517384899 0.00028538006162194773
leaf_weight=0.0011121582864394219 0.0010328004874342114 0.0016076687188521935 0.0010119610436604377 0.0016719597329865085 0.0013287344521842725 0.0012094265185531852 0.0010170126689407126 0.0019618366902606106 0.0013643876734798499
leaf_count=515 247 346 158 152 395 211 171 817 109
internal_value=0 3.18116e-05 -2.53099e-05 1.85996e-05 0.000231759 -0.000116926 1.59669e-05 -0.000159972 -3.75232e-05
internal_weight=0 0.0122058 0.0105981 0.00958616 0.00372592 0.00586024 0.00465081 0.0036338 0.00239719
internal_count=3121 2606 2260 2102 751 1351 1140 969 356
is_linear=0
shrinkage=0.00196078


Tree=3705
num_leaves=10
num_cat=0
split_feature=484 4 156 42 42 43 13 15 12
split_gain=0.000114425 6.36955e-05 4.66512e-05 5.97292e-05 8.28208e-05 0.000113389 6.70184e-05 9.23491e-05 8.17153e-06
threshold=-1.0000000180025095e-35 0.27044500000000005 0.084085000000000007 0.092395000000000019 -1.0000000180025095e-35 -0.08287499999999999 -0.094514999999999988 -0.074054999999999996 0.085885000000000017
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 8 -6 -7 -8 -2
right_child=1 -3 -4 -5 5 6 7 -9 -10
leaf_value=-0.0006290836986110321 -0.00036362956833595146 0.00040995495532384648 -0.000402467398146564 -0.00032096188249412165 0.00079816609834792193 0.0003847622721341276 0.0001965775853454573 -0.00051292467389883745 -0.00011408241640509847
leaf_weight=0.0010527607851402157 0.0010180198108924402 0.0015951903945320587 0.0010511362826410376 0.0015319603062096581 0.0010684440116616352 0.0018361580711165116 0.0017259219187232319 0.0011927476566608428 0.001000124088955231
leaf_count=515 147 346 351 400 205 131 168 306 552
internal_value=0 4.50674e-05 -1.07688e-05 3.31565e-05 0.00010234 0.00022097 9.12698e-05 -9.33686e-05 -0.000239962
internal_weight=0 0.0120197 0.0104245 0.00937338 0.00784142 0.00582327 0.00475483 0.00291867 0.00201814
internal_count=3121 2606 2260 1909 1509 810 605 474 699
is_linear=0
shrinkage=0.00196078


Tree=3706
num_leaves=10
num_cat=0
split_feature=484 4 0 0 16 4 1 1 15
split_gain=7.42486e-05 7.27891e-05 5.41487e-05 0.000101105 0.000121684 9.57787e-05 7.21018e-05 5.92858e-05 5.77431e-05
threshold=-1.0000000180025095e-35 0.27044500000000005 0.041630000000000007 -0.053834999999999994 0.0065250000000000004 -0.49405499999999997 1.0000000180025095e-35 0.091095000000000023 -0.10091499999999999
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 6 -4 -2 -8 -9
right_child=1 -3 5 -5 -6 -7 7 8 -10
leaf_value=-0.00051352480889436621 -0.00046761332106764661 0.00041959148306596774 -0.00016257112837423686 -0.00058939987896520943 0.00060154507482533884 0.00067781278360569061 0.00031314995289828744 0.00015121182569025827 -0.00043366801265339798
leaf_weight=0.0010568097049359305 0.0016290296630791729 0.0015881979440947403 0.0010588613157166138 0.0013674223659181787 0.0010714997712966585 0.0010272282183246698 0.0016156810932667597 0.0012016000055750098 0.0014110893053071224
leaf_count=515 974 346 112 182 292 85 264 74 277
internal_value=0 2.8659e-05 -3.1142e-05 -0.000102148 -5.98916e-06 0.000251249 -0.000117126 1.79034e-05 -0.000164676
internal_weight=0 0.0119706 0.0103824 0.00829632 0.0069289 0.00208609 0.0058574 0.00422837 0.00261269
internal_count=3121 2606 2260 2063 1881 197 1589 615 351
is_linear=0
shrinkage=0.00196078


Tree=3707
num_leaves=8
num_cat=0
split_feature=484 160 133 42 4 4 16
split_gain=2.05791e-05 3.7562e-05 7.32236e-05 5.34417e-05 5.90834e-05 7.25035e-05 5.3604e-05
threshold=0.085515000000000022 -1.0000000180025095e-35 -1.0000000180025095e-35 0.088060000000000013 0.24564500000000003 0.033845000000000007 -0.062804999999999986
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 6 -4
right_child=-2 2 3 -5 -6 -7 -8
leaf_value=-0.01657262315542218 0.012958855110359508 -0.022341169027403462 0.016578520340201582 0.019492827092751491 0.021310661411926259 -0.02414474557896109 -0.0099390805609345743
leaf_weight=0.001419057106296571 0.0010905419048747424 0.0011592572157587818 0.0015328107862301104 0.0018325758146984584 0.0010326103417762087 0.0013931525247156198 0.0015164972394647348
leaf_count=659 341 709 268 485 161 95 403
internal_value=0 -0.001516 0.0010075 0.00471144 -0.00023608 -0.00524443 0.00339065
internal_weight=0 0.00988596 0.0084669 0.00730765 0.00547507 0.00444246 0.00304931
internal_count=3121 2780 2121 1412 927 766 671
is_linear=0
shrinkage=0.1


Tree=3708
num_leaves=9
num_cat=0
split_feature=13 1 13 48 51 4 47 16
split_gain=2.20735e-05 3.51256e-05 6.38273e-05 5.62452e-05 6.42503e-05 6.1014e-05 9.7786e-05 2.74247e-05
threshold=-0.39067499999999994 1.0000000180025095e-35 -0.017449999999999997 0.086035000000000014 0.088785000000000017 -0.033174999999999989 0.086380000000000012 -0.029084999999999996
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 -2 5 -5 -3 7 -7
right_child=1 3 -4 4 -6 6 -8 -9
leaf_value=0.013216980619701691 -0.028099559969806814 -0.011893005296314622 0.0021307808529502869 -0.029570430867843247 0.0058800793319704163 0.038227608525018643 -0.0049341678656690769 0.015834064435910011
leaf_weight=0.001121986645453695 0.0012313766769055333 0.001173048363156922 0.0016137026361122966 0.0010148015969779411 0.0010303015889767675 0.0011761913304669039 0.0015577991638146427 0.0010221439263770637
leaf_count=145 988 535 606 174 100 247 140 186
internal_value=0 -0.00158894 -0.0109532 0.0022311 -0.0117108 0.00801556 0.014233 0.0278154
internal_weight=0 0.00981937 0.00284508 0.00697429 0.0020451 0.00492918 0.00375613 0.00219834
internal_count=3121 2976 1594 1382 274 1108 573 433
is_linear=0
shrinkage=0.1


Tree=3709
num_leaves=11
num_cat=0
split_feature=484 15 4 0 160 0 0 0 4 16
split_gain=0.000101746 0.000106758 6.83933e-05 5.99118e-05 0.000147756 0.00010288 8.3373e-05 0.000130268 6.65181e-05 5.52815e-05
threshold=-1.0000000180025095e-35 -0.15914499999999995 0.25615500000000008 -0.10011499999999998 0.083670000000000008 -0.077999999999999986 -0.053834999999999994 0.041630000000000007 -0.49405499999999997 -0.056919999999999991
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 9 -5 -7 -8 -9 -3
right_child=1 2 -4 5 -6 6 7 8 -10 -11
leaf_value=-0.00058086496146627687 0.0005629958197303969 0.00072693354436272506 -0.00050309021106781945 -0.00051182065180969288 -0.00037090146181360773 0.00050087929076532065 -0.00056334744354700919 -0.00013256314113507581 0.00055508259648757215 0.00013722230924159012
leaf_weight=0.0010777329596975806 0.001372244535494887 0.0015303046161962309 0.001010630824970697 0.0016053661831656185 0.0010911267800556637 0.001233872819780173 0.0013735151803474753 0.0010896292641215111 0.0010738503859484272 0.0010175566015292199
leaf_count=515 321 126 139 1032 90 412 177 112 85 112
internal_value=0 4.72425e-05 -1.69467e-05 3.21098e-05 0.000232856 -8.24583e-05 6.20193e-05 -9.1076e-05 0.000208752 0.000491417
internal_weight=0 0.0123981 0.0110259 0.0100152 0.00363899 0.00637623 0.00477087 0.00353699 0.00216348 0.00254786
internal_count=3121 2606 2285 2146 328 1818 786 374 197 238
is_linear=0
shrinkage=0.00196078


Tree=3710
num_leaves=9
num_cat=0
split_feature=50 160 133 2 13 47 2 2
split_gain=2.0218e-05 4.22434e-05 4.72681e-05 6.33521e-05 6.09213e-05 7.03017e-05 6.88043e-05 7.51488e-05
threshold=0.088425000000000017 -0.081639999999999976 -0.0061299999999999992 0.11411 -0.074044999999999986 0.09550500000000002 0.092235000000000025 0.083215000000000011
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 -4 6 7 -6
right_child=-2 2 3 -5 5 -7 -8 -9
leaf_value=0.018253447788111596 -0.012948503661964025 -0.021078665595492832 0.020975015401968621 -0.018224034577744463 -0.00024182549326279485 0.022554364196916116 0.011826667807138902 -0.037665572435339315
leaf_weight=0.0012879004630596486 0.0010961676853761251 0.001046933075891935 0.0018624971747039478 0.0013270388227631545 0.0011123740578619712 0.0010022242618729603 0.0011720020768120959 0.0010365858278488717
leaf_count=444 560 620 450 290 172 70 302 213
internal_value=0 0.0013684 -0.00117215 0.00160191 0.00585525 -0.000658586 -0.00766396 -0.0182938
internal_weight=0 0.00984756 0.00855966 0.00751272 0.00618568 0.00432319 0.00332096 0.00214896
internal_count=3121 2561 2117 1497 1207 757 687 385
is_linear=0
shrinkage=0.1


Tree=3711
num_leaves=9
num_cat=0
split_feature=484 4 42 43 4 4 52 15
split_gain=7.27866e-05 5.58934e-05 4.73211e-05 8.57121e-05 9.67863e-05 5.69307e-05 9.7142e-05 6.23728e-05
threshold=-1.0000000180025095e-35 0.27044500000000005 0.092395000000000019 0.15359500000000004 0.063160000000000008 0.0061450000000000003 -0.0064899999999999992 0.024640000000000006
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 6 -2 -8
right_child=1 -3 -4 -5 -6 -7 7 -9
leaf_value=-0.00051405091407638744 -0.00037081071897061092 0.00038195447440328569 -0.00034001842172888286 0.00057081808205975153 -0.00046834675452288663 0.0004174452343235443 0.00049767685058352078 -0.00011236378109781849
leaf_weight=0.001013413680341301 0.0018693241547298764 0.0015384906280509402 0.0015045229216542203 0.0010187475329799236 0.0015689160617681332 0.0014472432777350277 0.0013935567904707195 0.0011985970360769106
leaf_count=515 609 346 435 145 131 113 211 616
internal_value=0 3.40254e-05 -1.94984e-05 3.72587e-05 -3.5433e-05 7.95166e-05 -3.01029e-05 0.000215598
internal_weight=0 0.0115394 0.0100009 0.00849638 0.00747764 0.00590872 0.00446148 0.00259215
internal_count=3121 2606 2260 1825 1680 1549 1436 827
is_linear=0
shrinkage=0.00196078


Tree=3712
num_leaves=10
num_cat=0
split_feature=484 13 0 15 13 160 1 42 1
split_gain=9.35036e-05 5.42948e-05 6.01761e-05 5.27216e-05 8.17226e-05 0.000127145 9.61374e-05 7.42741e-05 4.37681e-05
threshold=-1.0000000180025095e-35 -0.094514999999999988 -0.084269999999999984 -0.10653 -0.033284999999999988 0.086075000000000013 0.092695000000000013 -1.0000000180025095e-35 0.11846000000000002
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -3 -5 6 7 -6 -8
right_child=1 3 -4 4 5 -7 8 -9 -10
leaf_value=-0.00056747683998366826 1.9540366799373572e-05 0.00030779958818580506 0.00060079468285315302 -0.00050193166163347658 -6.6273262234619104e-05 -0.00061738620971364992 -0.00047026227212006194 0.00058293581796409265 9.9150491961576062e-05
leaf_weight=0.0010623034621437622 0.0015271158390007559 0.0014625537816766237 0.0012414747046023966 0.00154164642912283 0.0010385374703658992 0.0010510524569526903 0.0010619585941905796 0.0019490958487966557 0.0010150788428792031
leaf_count=515 243 317 93 880 535 109 222 148 59
internal_value=0 3.9685e-05 0.000280183 -3.33244e-05 -9.84789e-05 3.22312e-06 0.000132016 0.000357263 -0.000191982
internal_weight=0 0.0118885 0.00276859 0.00911992 0.00765737 0.00611572 0.00506467 0.00298763 0.00207704
internal_count=3121 2606 336 2270 1953 1073 964 683 281
is_linear=0
shrinkage=0.00196078


Tree=3713
num_leaves=9
num_cat=0
split_feature=133 160 52 151 13 12 4 157
split_gain=2.28812e-05 5.06226e-05 5.55507e-05 6.33082e-05 6.60329e-05 6.79233e-05 5.68427e-05 2.83534e-05
threshold=-0.085499999999999979 -1.0000000180025095e-35 0.10347000000000002 -0.0083949999999999979 0.021350000000000004 0.092355000000000007 0.053180000000000012 -0.0080549999999999979
decision_type=2 2 2 2 2 2 2 2
left_child=-1 7 3 -3 5 6 -5 -2
right_child=1 2 -4 4 -6 -7 -8 -9
leaf_value=0.012619410007931943 -0.0041201183648923619 -0.021388626139173809 0.021136637539742941 0.0071835906623886519 -0.016856605794229759 -0.011156773755495258 0.037081808355869821 -0.027558182800688391
leaf_weight=0.0012568148546960754 0.0010527230868468767 0.0013075571238133242 0.001269402646140531 0.0017212511807889407 0.0012312234235775424 0.0011049851349258255 0.0010084531499142848 0.0010125899416303223
leaf_count=488 334 303 171 563 258 306 166 532
internal_value=0 -0.00172027 0.0020335 -0.00177127 0.00329214 0.00976141 0.0182291 -0.0156114
internal_weight=0 0.00970819 0.00764287 0.00637347 0.00506591 0.00383469 0.0027297 0.00206531
internal_count=3121 2633 1767 1596 1293 1035 729 866
is_linear=0
shrinkage=0.1


Tree=3714
num_leaves=9
num_cat=0
split_feature=133 160 52 13 151 0 4 160
split_gain=1.85668e-05 4.11936e-05 4.55668e-05 5.39056e-05 6.72101e-05 6.90088e-05 8.26242e-05 3.06606e-05
threshold=-0.085499999999999979 -1.0000000180025095e-35 0.11008000000000001 -0.084034999999999985 -0.0083949999999999979 -0.053834999999999994 0.053180000000000012 -0.086154999999999995
decision_type=2 2 2 2 2 2 2 2
left_child=-1 7 3 -3 -5 6 -6 -2
right_child=1 2 -4 4 5 -7 -8 -9
leaf_value=0.011375635771709084 -0.0015679260853554593 0.014416554729222415 0.020704763585484232 -0.029171154447710887 -0.0070086030569419091 -0.019963240194097859 0.028822928778196179 -0.025989370036673783
leaf_weight=0.0012549148221577379 0.0010013067307143401 0.0016297891783393255 0.0010960684749664711 0.0010377195882217425 0.0014667654067588944 0.0012361954234375366 0.0011466184164393377 0.001056529618015686
leaf_count=488 486 373 143 208 646 253 144 380
internal_value=0 -0.00155307 0.00184007 -0.00133266 -0.00658462 -0.000496039 0.00871243 -0.0141063
internal_weight=0 0.00967099 0.00761316 0.00651709 0.0048873 0.00384958 0.00261338 0.00205784
internal_count=3121 2633 1767 1624 1251 1043 790 866
is_linear=0
shrinkage=0.1


Tree=3715
num_leaves=9
num_cat=0
split_feature=484 133 133 15 3 3 47 160
split_gain=8.989e-05 5.37492e-05 9.27228e-05 0.000123641 0.000145988 0.00012422 5.40957e-05 7.95969e-05
threshold=-1.0000000180025095e-35 0.10622000000000002 0.083950000000000011 0.024640000000000006 -0.10519499999999998 -0.0087149999999999988 0.07813500000000001 0.0030550000000000004
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 -6 7 -7
right_child=1 -3 -4 -5 5 6 -8 -9
leaf_value=-0.00056130720881937524 0.00060824339367754603 -0.00039012793836917282 0.00056960273716546647 -0.00042270624969012466 -0.00056025704176161119 0.00061772510162294071 -0.00011793388066021043 -9.7871271611244399e-05
leaf_weight=0.0010492441421566011 0.0018290240836905123 0.001031500459150827 0.001299465785372462 0.0019950463604362324 0.0013025926652160229 0.0014440833539450769 0.0019123371229941011 0.001019528508962031
leaf_count=515 224 370 415 742 452 242 104 57
internal_value=0 3.75105e-05 7.83461e-05 1.11676e-05 0.000126464 -2.87137e-05 0.000129511 0.000321586
internal_weight=0 0.0118336 0.0108021 0.00950261 0.00750757 0.00567854 0.00437595 0.00246361
internal_count=3121 2606 2236 1821 1079 855 403 299
is_linear=0
shrinkage=0.00196078


Tree=3716
num_leaves=11
num_cat=0
split_feature=484 42 3 15 3 2 15 16 0 4
split_gain=7.12583e-05 6.09962e-05 7.22672e-05 0.00010419 7.9505e-05 7.06575e-05 8.73306e-05 8.05041e-05 2.87649e-05 1.01447e-06
threshold=-1.0000000180025095e-35 0.10194000000000002 -0.10023499999999998 -1.0000000180025095e-35 -0.078934999999999991 0.092875000000000013 -0.040439999999999997 -0.074929999999999983 -0.067094999999999988 0.053180000000000012
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 -4 6 9 -7 -9 -6
right_child=1 -3 4 -5 5 7 -8 8 -10 -11
leaf_value=-0.00050107975515319017 0.0008389785876765694 -0.00042226215029250876 -0.00046092142772592319 2.1770540632742211e-05 4.1326519966171482e-05 -0.00046939201081557934 0.00061683627219222238 0.00036572615379497488 -9.9048314059667071e-05 -4.6511866970366329e-05
leaf_weight=0.0010461280645914497 0.0010508707329650235 0.0010341972606836185 0.0012765611624946235 0.0013974579466092974 0.0010118146662923962 0.0015055659658460225 0.001542996533473534 0.0010000687552925752 0.0010489497727654211 0.0010102322915727933
leaf_count=515 141 319 974 203 138 227 190 192 116 106
internal_value=0 3.27259e-05 7.61163e-05 0.000372532 -1.03186e-05 7.04752e-05 0.000265524 -0.000125147 0.000127795 -2.5583e-06
internal_weight=0 0.0118787 0.0108445 0.00244833 0.00839619 0.00711963 0.00356504 0.00355458 0.00204902 0.00202205
internal_count=3121 2606 2287 344 1943 969 434 535 308 244
is_linear=0
shrinkage=0.00196078


Tree=3717
num_leaves=8
num_cat=0
split_feature=484 15 151 3 12 16 16
split_gain=1.93814e-05 3.23107e-05 7.37492e-05 5.52078e-05 9.30757e-05 6.84295e-05 7.61321e-05
threshold=0.085515000000000022 -0.11713499999999999 -0.077429999999999985 -0.074084999999999998 0.089735000000000023 -0.094359999999999986 0.22339500000000004
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -3 4 -4 -5 -7
right_child=-2 2 3 5 -6 6 -8
leaf_value=-0.014923306764292189 0.012601867661178446 0.024984900595010871 -0.013516386399853728 -0.030228658638060752 0.021359530579124954 0.011792674405163539 -0.021342574791726448
leaf_weight=0.0015126631513740262 0.0010857156569504195 0.0011082369886120935 0.0012893896223289713 0.0012206413805222432 0.0018823269285104295 0.0016727989421103906 0.0011843335372613752
leaf_count=400 341 321 779 128 676 350 126
internal_value=0 -0.00147464 0.000959426 -0.00271337 0.00718152 -0.0104097 -0.00194249
internal_weight=0 0.00987039 0.00835773 0.00724949 0.00317172 0.00407777 0.00285713
internal_count=3121 2780 2380 2059 1455 604 476
is_linear=0
shrinkage=0.1


Tree=3718
num_leaves=12
num_cat=0
split_feature=484 42 43 15 16 47 0 43 4 16 49
split_gain=0.000190348 0.000106587 0.000110773 0.000153819 9.2325e-05 9.34547e-05 0.000120112 0.000192432 8.19235e-05 7.26331e-05 3.59404e-05
threshold=-0.0068949999999999992 0.10256000000000001 0.12450000000000001 -0.10653 -0.094359999999999986 0.09550500000000002 -0.11437499999999999 -0.0030899999999999994 -0.082109999999999975 -0.27167499999999994 -0.049039999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 9 10 6 -6 8 -8 -2 -5
right_child=1 -3 -4 4 5 -7 7 -9 -10 -11 -12
leaf_value=-0.00081125526794609986 0.0001573904666919386 -0.00053525231417778779 0.00062273514169009392 -0.0001855267373362418 0.00043195440678292664 0.00057680555748795077 0.00038821010157836204 -0.000866196127049133 -0.00031947757098585271 0.00087627011684313495 -0.00070211966638365059
leaf_weight=0.0010416341394413582 0.0011060405270821585 0.0010618769993730676 0.0014411144114249508 0.0010636941350001361 0.0013662551839892676 0.0010414088936397774 0.0013852811643412517 0.0012775461291776075 0.0011518200821981045 0.0010565276271295172 0.0010088773218806138
leaf_count=503 179 311 177 82 134 92 330 339 626 163 185
internal_value=0 5.99742e-05 0.000113095 4.28624e-05 -7.85607e-05 4.0828e-05 -6.69084e-05 -0.000245581 6.69266e-05 0.000508601 -0.000436992
internal_weight=0 0.0129604 0.0118986 0.0104575 0.00829488 0.00622231 0.0051809 0.00381465 0.0025371 0.00216257 0.00207257
internal_count=3121 2618 2307 2130 1788 1521 1429 1295 956 342 267
is_linear=0
shrinkage=0.00196078


Tree=3719
num_leaves=12
num_cat=0
split_feature=484 41 474 13 39 0 151 4 2 0 1
split_gain=0.000182836 0.00011688 9.83977e-05 9.74663e-05 0.000120002 7.83952e-05 9.71143e-05 9.051e-05 5.57655e-05 4.25652e-05 1.98012e-05
threshold=-0.0068949999999999992 0.075585000000000013 0.084660000000000027 -0.094514999999999988 0.085060000000000011 -0.053834999999999994 -0.0083949999999999979 0.053180000000000012 0.088225000000000012 -0.084269999999999984 0.10727500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 9 5 6 -5 8 -8 -2 -9
right_child=1 -3 -4 4 -6 -7 7 10 -10 -11 -12
leaf_value=-0.00079946456905469199 0.00012190125852643751 -0.00058406930160572455 0.00068871160692456752 -0.00047700700679651408 0.0005573325644883505 -0.00053002560100223978 -0.00046493791467509213 0.00060943377334004461 0.00013317165675388079 0.00065316002990021226 0.00022223567038238601
leaf_weight=0.0010502444595925893 0.0010817640914699798 0.0010244680566742761 0.0010192163723383623 0.0014294408177784991 0.0011035746969067098 0.0015365822142828275 0.0011259029028767935 0.001013637586765339 0.001281454465187746 0.0012496553842970834 0.0010175322657031138
leaf_count=503 176 146 247 205 238 257 701 128 413 69 38
internal_value=0 5.13467e-05 0.00010624 5.14713e-05 -4.58582e-05 -0.000135758 -3.25152e-05 0.000110635 -0.00014656 0.000406659 0.000415464
internal_weight=0 0.0128832 0.0118588 0.0108395 0.00850812 0.00740455 0.00586797 0.00443853 0.00240736 0.00233142 0.00203117
internal_count=3121 2618 2472 2225 1980 1742 1485 1280 1114 245 166
is_linear=0
shrinkage=0.00196078


Tree=3720
num_leaves=8
num_cat=0
split_feature=131 160 13 2 2 4 12
split_gain=2.06802e-05 2.97726e-05 4.26297e-05 7.66749e-05 7.37947e-05 5.38273e-05 4.2058e-05
threshold=0.088610000000000008 -0.087429999999999994 -0.074044999999999986 0.11215000000000001 0.092120000000000021 0.0061450000000000003 0.092465000000000006
decision_type=2 2 2 2 2 2 2
left_child=1 -1 6 4 5 -4 -3
right_child=-2 2 3 -5 -6 -7 -8
leaf_value=0.01734521214382834 -0.013670342931531668 0.017783037587943563 -0.021646169099262865 -0.02679703466577963 0.019087824350028301 0.0043765477757425619 -0.0071703141744186424
leaf_weight=0.0010362972896785427 0.0010169275118680392 0.0019607161570314871 0.0015135708071816064 0.0013116316422272893 0.0014724809412654575 0.001673988439424394 0.0010304131267427647
leaf_count=454 443 732 606 259 363 124 140
internal_value=0 0.0012977 -0.000557749 -0.00543869 0.0005729 -0.00798 0.00918687
internal_weight=0 0.0099991 0.0089628 0.00597167 0.00466004 0.00318756 0.00299113
internal_count=3121 2678 2224 1352 1093 730 872
is_linear=0
shrinkage=0.1


Tree=3721
num_leaves=11
num_cat=0
split_feature=41 1 0 2 1 160 0 4 15 16
split_gain=7.80134e-05 5.53712e-05 6.93125e-05 0.000110018 5.20094e-05 5.25628e-05 0.000108667 0.000142822 4.43519e-05 4.28865e-05
threshold=0.075585000000000013 0.104035 -0.043914999999999989 0.116525 0.092695000000000013 0.086075000000000013 -0.10011499999999998 -0.082109999999999975 -0.10469999999999999 0.15891500000000003
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 8 5 6 -1 9 -3 -8
right_child=-2 2 -4 -5 -6 -7 7 -9 -10 -11
leaf_value=0.00048439347181273586 -0.00053053857888175644 0.00013018451269563428 0.00065465603203847136 0.00052359074728304132 -0.00047299777166586951 -0.00037008458664067665 0.00047103746788352174 -0.00059763764111474456 -0.00041429180016606438 -6.6154337436487515e-05
leaf_weight=0.0017205478450180228 0.0010276041318037906 0.0010070156022124099 0.001009999604607958 0.0013382676933066172 0.0010635816788181467 0.0012422341682996113 0.0011007271383006697 0.001430266702236312 0.001341356080002243 0.0011881087932393009
leaf_count=178 170 78 181 199 306 230 422 1108 184 65
internal_value=0 3.15875e-05 0.000199567 7.48892e-05 -7.02704e-05 -6.16677e-06 7.69399e-05 -0.000111558 -0.000180813 0.000192187
internal_weight=0 0.0124421 0.00469664 0.00368664 0.00774547 0.00668188 0.00543965 0.0037191 0.00234837 0.00228884
internal_count=3121 2951 642 461 2309 2003 1773 1595 262 487
is_linear=0
shrinkage=0.00196078


Tree=3722
num_leaves=8
num_cat=0
split_feature=1 12 47 3 15 43 16
split_gain=1.90331e-05 4.97655e-05 5.45585e-05 6.24419e-05 7.47083e-05 8.96896e-05 0.00012881
threshold=0.12500000000000003 0.10711000000000002 0.090280000000000013 0.10299500000000002 -0.095244999999999982 -0.084004999999999982 -0.088159999999999988
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 4 -1 -6 -7
right_child=-2 -3 -4 -5 5 6 -8
leaf_value=0.023555663640246201 0.010554084596819141 -0.02281300988756458 -0.017105951045018365 0.022827871609641295 0.011393356984674941 0.0033072083993850466 -0.039582904905697873
leaf_weight=0.0010591937617884213 0.0014589244054550336 0.0010004187228857169 0.0014253684229917803 0.0014524840057842936 0.0018220451364187339 0.0014718662345511767 0.0013356281427594203
leaf_count=257 279 232 259 132 515 363 1084
internal_value=0 -0.00170783 0.000756869 0.00432224 -0.000402735 -0.00588418 -0.0170972
internal_weight=0 0.009567 0.00856659 0.00714122 0.00568873 0.00462954 0.00280749
internal_count=3121 2842 2610 2351 2219 1962 1447
is_linear=0
shrinkage=0.1


Tree=3723
num_leaves=9
num_cat=0
split_feature=484 4 16 2 48 15 4 15
split_gain=8.26937e-05 7.65924e-05 4.85281e-05 9.30292e-05 4.41309e-05 9.79543e-05 7.58265e-05 0.000166809
threshold=-1.0000000180025095e-35 0.27044500000000005 -0.092484999999999984 0.092755000000000018 0.086665000000000006 -0.016799999999999995 -0.49013999999999996 0.035560000000000008
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 -4 -7 -8
right_child=1 -3 4 -5 -6 6 7 -9
leaf_value=-0.00053345282572380825 5.0755118284125087e-05 0.00044760082148997846 -0.00044097179535568671 -0.00062674110513632293 0.00037763525613491219 -0.00031783269998568827 0.00071029056883735637 -0.00020332608800744317
leaf_weight=0.0010412673168697867 0.0019784255285338233 0.0015610043130654646 0.0014674762712967564 0.0012855672858569306 0.001452602393607047 0.0010094116194906528 0.0017140508476939697 0.0013925603605172824
leaf_count=515 263 346 377 141 288 123 227 841
internal_value=0 4.28585e-05 -1.84812e-05 -0.000216086 7.31861e-05 -6.01941e-06 0.000149053 0.000300755
internal_weight=0 0.0118611 0.0103001 0.00326399 0.0070361 0.0055835 0.00411602 0.00310661
internal_count=3121 2606 2260 404 1856 1568 1191 1068
is_linear=0
shrinkage=0.00196078


Tree=3724
num_leaves=8
num_cat=0
split_feature=0 15 16 1 47 48 160
split_gain=1.922e-05 4.86439e-05 6.92681e-05 4.41638e-05 4.79869e-05 6.51368e-05 7.88181e-05
threshold=-0.060129999999999996 -1.0000000180025095e-35 0.15891500000000003 0.077565000000000009 0.087235000000000021 0.086035000000000014 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2
left_child=3 -2 -3 -1 5 6 -5
right_child=1 2 -4 4 -6 -7 -8
leaf_value=-0.017229051512813447 0.023071338187383574 0.016936029325660702 -0.016682447069858723 -0.0046205119789172727 -0.01209972293408812 -0.012417468450543014 0.030059808094934411
leaf_weight=0.0016852329883743009 0.0011322547055914647 0.0010921261436084816 0.0013966697786378518 0.0011039425527124324 0.0018398103519534905 0.0011510670908663756 0.0016126265807224708
leaf_count=1457 259 145 169 246 233 146 466
internal_value=0 0.00588753 -0.00193009 -0.003005 0.00119492 0.0075191 0.0159666
internal_weight=0 0.00362105 0.0024888 0.00739268 0.00570745 0.00386764 0.00271657
internal_count=3121 573 314 2548 1091 858 712
is_linear=0
shrinkage=0.1


Tree=3725
num_leaves=11
num_cat=0
split_feature=41 474 0 4 1 2 2 0 4 3
split_gain=0.000108283 9.94864e-05 9.23362e-05 9.3905e-05 7.8525e-05 0.000126059 0.000152802 0.000192012 0.000106715 0.000103435
threshold=0.075585000000000013 0.084660000000000027 -0.019414999999999998 -0.49405499999999997 0.094385000000000011 0.092480000000000021 0.089775000000000008 -0.084269999999999984 0.053925000000000008 0.10299500000000002
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -4 5 6 7 -1 -6 -10
right_child=-2 -3 3 -5 8 -7 -8 -9 9 -11
leaf_value=-0.00091005957591178892 -0.00059110526596889391 0.00060131589493666443 -0.00012709797927963767 0.00061870499362828705 0.00045782221431660974 -0.00087172634165522882 0.00051361834924993797 0.00018427142402356958 0.00019891473374605953 -0.00053723396193014732
leaf_weight=0.0012503786017646842 0.0011028687254342898 0.001142965082859681 0.0010925383225010854 0.0015991430087819924 0.0017952551349763105 0.0010601204286586653 0.0010808105173775902 0.0012158634591619003 0.0015540067786986482 0.0013904195111767437
leaf_count=627 170 333 116 159 313 499 156 434 187 127
internal_value=0 4.84757e-05 -4.01217e-06 0.000315988 -9.61649e-05 -0.000278453 -0.000101139 -0.000370552 8.1027e-05 -0.00014871
internal_weight=0 0.0131815 0.0120385 0.00269168 0.00934685 0.00460717 0.00354705 0.00246624 0.00473968 0.00294443
internal_count=3121 2951 2618 275 2343 1716 1217 1061 627 314
is_linear=0
shrinkage=0.00196078


Tree=3726
num_leaves=9
num_cat=0
split_feature=50 157 0 52 49 2 47 3
split_gain=2.12824e-05 4.34902e-05 4.93052e-05 5.4461e-05 0.000105335 4.15029e-05 4.1485e-05 4.29175e-05
threshold=0.088425000000000017 -0.072409999999999988 -0.019414999999999998 -0.026204999999999996 -0.048674999999999989 0.10097500000000002 0.077555000000000013 -0.059315
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 -4 7 -5
right_child=-2 2 5 6 -6 -7 -8 -9
leaf_value=0.020804751982994935 -0.01324666492938034 0.0042977104149937023 0.026924261660511758 -0.0024255293900289077 -0.040273384518438371 -0.00092907273888036344 -0.011324568361147879 0.02203503299368539
leaf_weight=0.0010338768922772299 0.0011035181088071269 0.0010444918627932204 0.001022007094472234 0.0016388349899860528 0.0010769427526376822 0.0011225606426928103 0.0017141094173514313 0.0012756311589615437
leaf_count=297 560 162 129 971 434 126 196 246
internal_value=0 0.00139218 -0.000864277 -0.00506091 -0.0183287 0.0123446 0.00102018 0.0082806
internal_weight=0 0.00992845 0.00889458 0.00675001 0.00212143 0.00214457 0.00462858 0.00291447
internal_count=3121 2561 2264 2009 596 255 1413 1217
is_linear=0
shrinkage=0.1


Tree=3727
num_leaves=9
num_cat=0
split_feature=43 133 4 16 4 1 16 15
split_gain=1.85774e-05 6.7879e-05 6.23261e-05 6.56986e-05 4.47217e-05 4.78753e-05 2.96896e-05 2.25776e-05
threshold=-0.092909999999999979 0.076280000000000014 -0.077834999999999988 0.013515000000000001 -0.0016099999999999997 0.092390000000000014 0.15891500000000003 -0.10469999999999999
decision_type=2 2 2 2 2 2 2 2
left_child=6 2 -2 4 -4 -6 -1 -7
right_child=1 -3 3 -5 5 7 -8 -9
leaf_value=-0.017430669744879612 -0.019923641530563307 0.021290861020564916 0.015544433557312901 0.024863302423016796 -0.025807192349391297 -0.010073315278554726 0.0049695251071081642 0.0095683130498058714
leaf_weight=0.0013782686348486417 0.0015234056837494835 0.0015190321610040452 0.0010500026264603298 0.0010944238447469865 0.0010506871094280541 0.0011541908299528474 0.0010368042229416397 0.001187175077707179
leaf_count=364 653 833 372 243 238 175 101 142
internal_value=0 0.00211447 -0.0020116 0.00291704 -0.00249003 -0.00807256 -0.00781414 -0.000114149
internal_weight=0 0.00857892 0.00705989 0.00553648 0.00444206 0.00339205 0.00241507 0.00234137
internal_count=3121 2656 1823 1170 927 555 465 317
is_linear=0
shrinkage=0.1


Tree=3728
num_leaves=9
num_cat=0
split_feature=484 4 16 0 0 2 3 0
split_gain=8.57813e-05 7.34089e-05 6.9213e-05 8.86797e-05 0.000103859 7.91681e-05 0.00010345 8.42784e-05
threshold=-1.0000000180025095e-35 0.27044500000000005 -0.014034999999999997 -0.053834999999999994 0.030935000000000004 0.092755000000000018 -0.078934999999999991 -0.10224499999999999
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 5 -4 -5 6 -2 -8
right_child=1 -3 3 4 -6 -7 7 -9
leaf_value=-0.00054123342445817077 -0.00038348871402217626 0.00043164985968608159 0.00048962403326999605 -0.00049654641695328131 0.00025659356152192499 -0.00048692347555680628 -7.9781387473629192e-05 0.00067909954591803318
leaf_weight=0.0010470678057106332 0.0015821532527209824 0.0016243963859037458 0.0018823683181324151 0.0012062717222524593 0.0016905692271479422 0.0019126728326574437 0.0012207354042378937 0.0010436620372846813
leaf_count=515 735 346 578 131 172 387 80 177
internal_value=0 4.36525e-05 -1.61535e-05 0.000158284 -5.7021e-05 -0.000160908 1.20122e-06 0.000269987
internal_weight=0 0.0121628 0.0105384 0.00477921 0.00289684 0.00575922 0.00384655 0.0022644
internal_count=3121 2606 2260 881 303 1379 992 257
is_linear=0
shrinkage=0.00196078


Tree=3729
num_leaves=8
num_cat=0
split_feature=52 52 160 43 43 2 3
split_gain=2.03296e-05 5.21996e-05 4.21948e-05 3.94311e-05 0.000102075 8.16422e-05 5.13044e-05
threshold=-0.26636999999999994 -0.081429999999999989 0.050340000000000003 -0.0037449999999999996 -0.14968999999999996 0.10613000000000002 -0.0087149999999999988
decision_type=2 2 2 2 2 2 2
left_child=-1 -2 3 4 -3 6 -5
right_child=1 2 -4 5 -6 -7 -8
leaf_value=-0.013578692726327838 0.019102888165346894 0.011223833927993303 -0.018714903588770732 0.0032420252609393499 -0.027443851654563735 -0.0091621766774572216 0.030729487567313168
leaf_weight=0.0010102494373715231 0.0014148109006694191 0.0013542229904414558 0.0012369380779465294 0.0012702163157074686 0.0013767278758820747 0.0018761111864113726 0.00145893032962645
leaf_count=354 417 185 216 458 1112 253 126
internal_value=0 0.00130714 -0.00162966 0.00125103 -0.00826933 0.00689668 0.0179361
internal_weight=0 0.00998796 0.00857315 0.00733621 0.00273095 0.00460526 0.00272915
internal_count=3121 2767 2350 2134 1297 837 584
is_linear=0
shrinkage=0.1


Tree=3730
num_leaves=11
num_cat=0
split_feature=41 3 3 13 49 15 47 16 0 12
split_gain=8.48838e-05 6.0168e-05 5.95629e-05 6.64072e-05 0.000109915 0.000148738 0.000108112 8.07952e-05 0.000105518 1.88529e-05
threshold=0.075585000000000013 -0.10519499999999998 -0.078934999999999991 -0.010384999999999998 -0.054984999999999992 -0.016799999999999995 0.092710000000000015 0.22339500000000004 -0.10474999999999998 0.091625000000000012
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 9 -3 7 -5 6 -6 8 -4 -1
right_child=-2 2 3 4 5 -7 -8 -9 -10 -11
leaf_value=0.00015288489497886399 -0.00055390791397872861 -0.00034848299064638985 7.0703773147522285e-06 -0.00060946155796434611 0.00018295481442438523 0.00065390261786885703 -0.00060128055057183665 -0.00020052696703684624 0.00083851551314558729 0.00052565182259588781
leaf_weight=0.0010584559061430155 0.0010259986530361262 0.0018378379196506292 0.0010922447189793385 0.0012372664841292236 0.0014276219591807266 0.0011474377924232523 0.0012833824568170282 0.001047554294347003 0.0012682296422535783 0.0010284968007065881
leaf_count=114 170 1320 174 125 168 154 89 110 522 175
internal_value=0 3.28962e-05 -2.83904e-05 4.07884e-05 -0.000100916 6.21572e-05 -0.0001883 0.000252665 0.000453787 0.000336593
internal_weight=0 0.0124285 0.0103416 0.00850374 0.00509571 0.00385844 0.002711 0.00340803 0.00236047 0.00208695
internal_count=3121 2951 2662 1342 536 411 257 806 696 289
is_linear=0
shrinkage=0.00196078


Tree=3731
num_leaves=11
num_cat=0
split_feature=484 133 133 15 42 160 3 43 16 51
split_gain=0.000171307 0.000101426 8.74445e-05 0.000153878 0.000156747 0.000102864 0.000120025 0.000151828 7.54821e-05 0.000102329
threshold=-0.0068949999999999992 0.10722500000000001 0.083950000000000011 0.024640000000000006 0.084535000000000013 0.083670000000000008 -0.10519499999999998 -0.079329999999999984 -0.25582999999999995 -0.076794999999999988
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 5 -5 6 -2 -8 -9 -10
right_child=1 -3 -4 4 -6 -7 7 8 9 -11
leaf_value=-0.00077229028827575799 0.00069396384475539858 -0.00051103227319384962 0.00053797988625771853 -0.00088081027965637259 0.00015887154808232119 -0.00031271229825278644 -0.00055892088084864627 -0.0001416205221492318 -6.676112402351358e-05 0.00070078301038726675
leaf_weight=0.0010420473476016193 0.0018194293730596552 0.0011233735528644309 0.0015617450401792981 0.0012418727316457047 0.0010117006385260922 0.0014532950843117454 0.0010459098009435929 0.0011884842616550159 0.00100649078615281 0.0019845814798334486
leaf_count=503 210 364 425 457 286 125 180 135 142 294
internal_value=0 5.29744e-05 0.000104429 4.14539e-05 -0.000414064 0.000162249 0.00026023 0.00010921 0.000276406 0.000442506
internal_weight=0 0.0134369 0.0123135 0.0107518 0.00225357 0.00849819 0.0070449 0.00522547 0.00417956 0.00299107
internal_count=3121 2618 2254 1829 743 1086 961 751 571 436
is_linear=0
shrinkage=0.00196078


Tree=3732
num_leaves=7
num_cat=0
split_feature=4 42 49 160 0 52
split_gain=2.18042e-05 3.55374e-05 6.19974e-05 7.73552e-05 6.89149e-05 7.91225e-05
threshold=0.27287000000000006 0.092395000000000019 -0.00064499999999999985 0.079055000000000014 -0.10011499999999998 0.083680000000000018
decision_type=2 2 2 2 2 2
left_child=1 2 3 -1 -4 -6
right_child=-2 -3 4 -5 5 -7
leaf_value=-0.029286067549025407 0.01106780306195157 -0.016756268566241114 0.021946300919429527 0.0052430022415805118 -0.015887942356705504 0.013522571333675962
leaf_weight=0.0013043853024700637 0.0015170121985507009 0.001368024015637139 0.0019190451829981252 0.0012909368899714502 0.0018633605941322227 0.0017967839911426486
leaf_count=341 352 535 247 178 844 624
internal_value=0 -0.0018388 0.000657677 -0.012111 0.00659739 -0.00145017
internal_weight=0 0.00954254 0.00817451 0.00259532 0.00557919 0.00366014
internal_count=3121 2769 2234 519 1715 1468
is_linear=0
shrinkage=0.1


Tree=3733
num_leaves=9
num_cat=0
split_feature=52 11 48 15 15 4 15 42
split_gain=2.06679e-05 3.57055e-05 4.2727e-05 4.91482e-05 0.000100146 4.80096e-05 0.000115917 6.28773e-05
threshold=0.15915500000000002 1.0000000180025095e-35 0.091545000000000015 -0.016799999999999995 -0.10091499999999999 -0.35136499999999998 0.035560000000000008 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 -5 -7 -8
right_child=-2 -3 -4 5 -6 6 7 -9
leaf_value=0.0076442281206887275 -0.013359125345934891 -0.016574642004495106 0.01689421281155767 -0.010914297943223166 -0.030628745905077817 0.038405239352156575 -0.018292560831133703 0.016549999886684215
leaf_weight=0.0014282081318096398 0.0010569664615944522 0.0010001559979705985 0.0018480004452201609 0.0011730182614453927 0.0013114568145133646 0.0011357538519025309 0.001064542360974037 0.0010086959653109323
leaf_count=325 368 223 311 90 606 261 486 451
internal_value=0 0.00134701 0.00334535 -0.000170436 -0.0106768 0.00639819 0.0127266 -0.00134055
internal_weight=0 0.00996983 0.00896968 0.00712168 0.00273966 0.00438201 0.00320899 0.00207324
internal_count=3121 2753 2530 2219 931 1288 1198 937
is_linear=0
shrinkage=0.1


Tree=3734
num_leaves=10
num_cat=0
split_feature=484 3 15 1 47 15 403 1 4
split_gain=0.000160507 6.68037e-05 9.49716e-05 5.09572e-05 0.00012331 7.34242e-05 0.000119603 7.82721e-05 9.03697e-05
threshold=-0.0068949999999999992 -0.10519499999999998 -0.015744999999999999 0.13146500000000003 0.087235000000000021 -0.07490999999999999 0.03138500000000001 0.080000000000000016 -0.083854999999999985
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 -3 7 8 -7
right_child=1 3 -4 -5 -6 6 -8 -9 -10
leaf_value=-0.00075369165557328394 0.00080928683784055647 0.00036518667353375799 5.7896861086246336e-05 0.0003482608901726329 -0.0005368231031980151 0.00039194196566378015 0.00046822467244132966 -0.00063065492413317983 -0.00040977767547224596
leaf_weight=0.0010093903104415594 0.0010021456728746875 0.0019751502838999931 0.0018235449989849322 0.0012665223590062362 0.0017495333577234318 0.0010227865091734243 0.0011345310144235629 0.0013682836755559667 0.0011464746848146661
leaf_count=503 126 484 223 203 225 195 201 406 555
internal_value=0 5.91853e-05 0.000324381 -1.8362e-05 -7.36615e-05 4.82415e-05 -8.57491e-05 -0.000263415 -3.17743e-05
internal_weight=0 0.012489 0.00282569 0.00966328 0.00839676 0.00664723 0.00467208 0.00353754 0.00216926
internal_count=3121 2618 349 2269 2066 1841 1357 1156 750
is_linear=0
shrinkage=0.00196078


Tree=3735
num_leaves=8
num_cat=0
split_feature=4 16 2 42 48 4 13
split_gain=1.9363e-05 3.19273e-05 5.5033e-05 6.34886e-05 6.64508e-05 6.48849e-05 4.25811e-05
threshold=0.27287000000000006 -0.36241499999999999 0.10981000000000002 -0.091214999999999977 0.083985000000000018 0.053180000000000012 -0.0087749999999999981
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 -3 5 6 -5
right_child=-2 2 -4 4 -6 -7 -8
leaf_value=-0.01712006498906973 0.010415181796771806 0.019025265057604889 0.017162627135856885 -0.011995045653756788 0.010337652945269372 0.0065933386599220508 -0.036017481867467165
leaf_weight=0.0011812511063668081 0.0015215066045469452 0.0010543964053202296 0.0015928492165208146 0.001831282097966784 0.0015022735092509064 0.001104400764832052 0.0012358238894596019
leaf_count=139 352 264 370 1101 361 130 404
internal_value=0 -0.00173552 0.000448471 -0.00350849 -0.00769609 -0.0141905 -0.0216744
internal_weight=0 0.00950228 0.00832103 0.00672818 0.00567378 0.00417151 0.00306711
internal_count=3121 2769 2630 2260 1996 1635 1505
is_linear=0
shrinkage=0.1


Tree=3736
num_leaves=11
num_cat=0
split_feature=484 42 0 3 4 12 42 0 16 48
split_gain=9.6118e-05 7.22509e-05 9.14252e-05 0.00013835 0.000124182 0.000102386 9.03972e-05 0.00012924 0.000104625 0.000156534
threshold=-1.0000000180025095e-35 0.10256000000000001 -0.077999999999999986 0.076840000000000006 -0.033174999999999989 0.085955000000000018 0.088060000000000013 -0.10607499999999999 -0.27167499999999994 0.084485000000000018
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 5 -2 -4 7 8 -6 -10
right_child=1 -3 3 -5 6 -7 -8 -9 9 -11
leaf_value=-0.00056016959658257892 -0.00066305224828448598 -0.00045685679498901256 0.001031826844718881 -0.00016243047138640582 -0.00029733159344547301 0.0002799632000126 0.00059427126500887243 -0.00057353227884968517 0.00095002432185567476 -0.00011720254457342
leaf_weight=0.0010918228897090774 0.0010813610627719399 0.0010067393237413345 0.0010878055854706753 0.0016004359412920659 0.0012565230726300789 0.0019349836121938984 0.0010085704922738791 0.0013175302094851561 0.0010581927457671294 0.0010553717305601049
leaf_count=515 682 310 192 129 169 414 154 382 78 96
internal_value=0 4.66643e-05 9.11275e-05 0.000303726 -5.38938e-05 0.000550535 6.17485e-05 -5.28272e-05 0.000150742 0.000417123
internal_weight=0 0.0124075 0.0114008 0.00462323 0.00677755 0.00302279 0.00569619 0.00468762 0.00337009 0.00211356
internal_count=3121 2606 2296 735 1561 606 879 725 343 174
is_linear=0
shrinkage=0.00196078


Tree=3737
num_leaves=9
num_cat=0
split_feature=0 1 15 2 3 43 48 0
split_gain=1.99526e-05 4.73793e-05 4.81199e-05 4.33409e-05 5.31608e-05 7.9722e-05 5.96934e-05 8.02647e-05
threshold=0.041630000000000007 0.077565000000000009 0.088495000000000018 0.11474000000000002 -0.074084999999999998 -0.076124999999999984 0.083985000000000018 -0.10224499999999999
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 -3 7 -6
right_child=-2 3 -4 -5 6 -7 -8 -9
leaf_value=-0.029815247975956145 0.0094080994665888765 -0.0088273733536360696 0.00057757438155180108 0.01702506391780002 -0.040602742424086569 0.030740927913773426 0.0059460737406710268 -0.0013570528268298382
leaf_weight=0.0010840718458735559 0.0018537652038951623 0.0010284324375115835 0.0010028252471533973 0.0015000239106704501 0.00101078197522117 0.0010085381255387233 0.0014688539695558236 0.0010757337652106853
leaf_count=1174 252 231 380 304 115 305 174 186
internal_value=0 -0.00196596 -0.0152105 0.00193118 -0.00211743 0.0107636 -0.00949731 -0.0203691
internal_weight=0 0.00917926 0.0020869 0.00709236 0.00559234 0.00203697 0.00355537 0.00208652
internal_count=3121 2869 1554 1315 1011 536 475 301
is_linear=0
shrinkage=0.1


Tree=3738
num_leaves=9
num_cat=0
split_feature=484 4 42 43 4 4 52 15
split_gain=0.000108017 9.55251e-05 5.06996e-05 8.48805e-05 9.84451e-05 4.87361e-05 9.76584e-05 7.06756e-05
threshold=-1.0000000180025095e-35 0.27044500000000005 0.092395000000000019 0.15359500000000004 0.063160000000000008 0.0061450000000000003 -0.0064899999999999992 0.024640000000000006
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 6 -2 -8
right_child=1 -3 -4 -5 -6 -7 7 -9
leaf_value=-0.00060508985456309288 -0.00035199536701611348 0.00049091637712610561 -0.00034025739178229297 0.00054734193130881979 -0.00045910318966380423 0.00038593946250421214 0.00051209879237917931 -0.00011305387649987414
leaf_weight=0.0010537881676946732 0.0019725142779893337 0.0016311509795279263 0.001601162887256047 0.0011053410425905146 0.0016484443114991041 0.0015127367194890809 0.0014778642190211608 0.0013129790913928743
leaf_count=515 609 346 435 145 131 113 211 616
internal_value=0 4.90963e-05 -1.86934e-05 3.83258e-05 -3.26735e-05 7.93302e-05 -1.80421e-05 0.00021799
internal_weight=0 0.0122622 0.010631 0.00902988 0.00792454 0.00627609 0.00476336 0.00279084
internal_count=3121 2606 2260 1825 1680 1549 1436 827
is_linear=0
shrinkage=0.00196078


Tree=3739
num_leaves=8
num_cat=0
split_feature=50 484 3 15 3 3 1
split_gain=1.98858e-05 3.91095e-05 5.29392e-05 7.28954e-05 0.000116776 4.78726e-05 9.42341e-05
threshold=0.088425000000000017 0.085515000000000022 -0.10519499999999998 0.088235000000000022 -0.034684999999999994 0.10893000000000001 0.094385000000000011
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 4 -4 6 -6
right_child=-2 -3 3 -5 5 -7 -8
leaf_value=0.013936638435374391 -0.012750860477052775 0.019925535815838741 -0.037005285037609324 0.015237249167441628 -0.0093983664923801072 -0.015926516027487812 0.028708471606441129
leaf_weight=0.0019222479393395022 0.0011095411989056796 0.0010187489313624757 0.0012432806261567994 0.0014403574261819705 0.001615086262713812 0.0015976449541646853 0.0010848106140078722
leaf_count=317 560 298 955 450 157 165 219
internal_value=0 0.00136533 -0.000758363 -0.00480459 -0.0100145 -0.00220611 0.00591285
internal_weight=0 0.00992218 0.00890343 0.00698118 0.00554082 0.00429754 0.0026999
internal_count=3121 2561 2263 1946 1496 541 376
is_linear=0
shrinkage=0.1


Tree=3740
num_leaves=11
num_cat=0
split_feature=484 133 133 15 3 1 0 15 3 42
split_gain=7.39668e-05 5.68371e-05 9.52482e-05 0.000131077 0.00014628 9.91225e-05 0.000189506 0.000160447 0.000108956 8.73962e-05
threshold=-1.0000000180025095e-35 0.10722500000000001 0.083950000000000011 0.024640000000000006 -0.10519499999999998 0.13146500000000003 -0.12333499999999999 -0.093244999999999981 -0.00083499999999999991 0.081660000000000024
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 6 7 -6 -8 -5
right_child=1 -3 -4 9 5 -7 8 -9 -10 -11
leaf_value=-0.00049318493408270444 0.00059441920900281614 -0.00040406735703601 0.00054689157329918144 -0.0008017027837007877 -0.00016907485468390339 0.00050550251373787962 -0.001023925658981701 0.00081484950511189879 -0.00015205195773085274 -1.3554927183279351e-05
leaf_weight=0.0010905442860916796 0.0019457046486025999 0.0010225084581176333 0.0014573091177603635 0.0011083867527703732 0.0016788322655568733 0.0011090244656136944 0.0010578298397338473 0.0010269662606226526 0.00115031434710299 0.0010565526079910079
leaf_count=515 224 363 422 436 108 143 408 102 94 306
internal_value=0 3.90866e-05 7.818e-05 1.07749e-05 0.000127011 -2.39844e-05 -0.000143484 0.000204367 -0.00056973 -0.000417064
internal_weight=0 0.0126134 0.0115909 0.0101336 0.00796867 0.00602297 0.00491394 0.0027058 0.00220814 0.00216494
internal_count=3121 2606 2243 1821 1079 855 712 210 502 742
is_linear=0
shrinkage=0.00196078


Tree=3741
num_leaves=9
num_cat=0
split_feature=11 13 39 0 12 4 15 0
split_gain=2.07845e-05 4.60392e-05 5.27768e-05 6.96944e-05 6.79987e-05 7.08136e-05 0.000101961 3.77418e-05
threshold=0.078340000000000007 -0.094514999999999988 0.0046100000000000004 -0.053834999999999994 0.089735000000000023 0.0061450000000000003 -0.095869999999999983 -0.084269999999999984
decision_type=2 2 2 2 2 2 2 2
left_child=1 7 3 4 5 -3 -7 -1
right_child=-2 2 -4 -5 -6 6 -8 -9
leaf_value=0.0011969486780054218 -0.013403138309288657 -0.024984562766172905 0.017699040179870409 -0.025551788376718589 0.017319786393041263 -0.014969353405818793 0.027033193134448286 0.027970909166929538
leaf_weight=0.0010603826976252637 0.0010547061001424671 0.0014444932499723274 0.0011443310171517437 0.001381720886319643 0.0015466279482492674 0.0013408243852642138 0.0010157775117099676 0.0010457126888228942
leaf_count=244 208 959 309 262 842 103 104 90
internal_value=0 0.00135799 -0.00215477 -0.00553088 -0.000357971 -0.00755088 0.00313521 0.0144907
internal_weight=0 0.00997987 0.00787377 0.00672944 0.00534772 0.0038011 0.0023566 0.0021061
internal_count=3121 2913 2579 2270 2008 1166 207 334
is_linear=0
shrinkage=0.1


Tree=3742
num_leaves=10
num_cat=0
split_feature=484 4 42 43 4 4 0 4 3
split_gain=0.000180564 0.000109786 8.30245e-05 0.000108763 0.000145719 5.25929e-05 9.15033e-05 0.00014128 0.000125328
threshold=-0.0068949999999999992 0.27044500000000005 0.092395000000000019 0.15359500000000004 0.063160000000000008 -0.35136499999999998 -0.077999999999999986 -0.033174999999999989 0.090900000000000009
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 -2 7 -7 -9
right_child=1 -3 -4 -5 -6 6 -8 8 -10
leaf_value=-0.00080721306978778025 -0.00026520100972712672 0.00051868591125646109 -0.00042100802946581635 0.00060987674426673459 -0.00052328486725190674 -0.00058627195100415474 0.00058343393459569235 -6.3655953982493912e-05 0.00079260828374641524
leaf_weight=0.0010088826036267337 0.0011874024192011301 0.0016984921873846636 0.0016599265484905186 0.0011857730093696962 0.001776372400434198 0.0010523696477807353 0.0016058005968584898 0.0017600941354463722 0.0010487939440780858
leaf_count=503 180 346 437 146 132 600 271 442 64
internal_value=0 5.39509e-05 -1.60484e-05 5.38519e-05 -2.43515e-05 0.000108836 0.000190074 2.64855e-05 0.000256059
internal_weight=0 0.012975 0.0112765 0.00961661 0.00843083 0.00665446 0.00546706 0.00386126 0.00280889
internal_count=3121 2618 2272 1835 1689 1557 1377 1106 506
is_linear=0
shrinkage=0.00196078


Tree=3743
num_leaves=9
num_cat=0
split_feature=15 15 484 2 16 1 2 16
split_gain=2.06453e-05 4.64263e-05 3.70643e-05 6.11127e-05 0.000104798 5.40914e-05 4.10051e-05 4.75511e-05
threshold=0.091915000000000011 0.088235000000000022 0.084040000000000017 0.10912000000000001 -0.074319999999999983 0.077565000000000009 1.0000000180025095e-35 -0.056919999999999991
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 5 -5 -1 7 -7
right_child=-2 -3 -4 4 -6 6 -8 -9
leaf_value=-0.024433444943575407 -0.013510517181939356 0.021497986572868236 0.016218285100852069 -0.011141416224961632 0.031231854881028826 0.0037632501061641887 0.0095830786674530547 -0.024897387727603852
leaf_weight=0.0016232250421432401 0.0010333221818266273 0.001025109409455909 0.0011013486255905145 0.0011586177599193809 0.0011761989340443571 0.0011072141547926817 0.001601117797430612 0.0012131453290519624
leaf_count=924 486 233 323 210 243 212 254 236
internal_value=0 0.00133633 -0.000965001 -0.00336677 0.0102048 -0.0090816 -0.00272698 -0.0112213
internal_weight=0 0.010006 0.00898087 0.00787952 0.00233482 0.0055447 0.00392148 0.00232036
internal_count=3121 2635 2402 2079 453 1626 702 448
is_linear=0
shrinkage=0.1


Tree=3744
num_leaves=10
num_cat=0
split_feature=484 4 16 48 52 16 43 12 4
split_gain=0.000106119 8.35051e-05 7.38645e-05 5.55618e-05 6.1097e-05 9.51168e-05 6.67123e-05 8.99835e-05 8.2158e-05
threshold=-1.0000000180025095e-35 0.27044500000000005 -0.36241499999999999 0.092475000000000016 -0.0064899999999999992 0.0065250000000000004 -0.0037449999999999996 0.090020000000000017 -0.082109999999999975
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 -4 8 -8 -6
right_child=1 -3 3 -5 6 -7 7 -9 -10
leaf_value=-0.00059465545527950499 -0.00045839079438192535 0.00045849647902381532 -0.000652695846573263 0.00042146763327723623 0.00020630022765401757 6.1157998941770202e-05 0.00058310351446144043 -0.00013605480167094359 -0.00052935979237034476
leaf_weight=0.0010869027484319759 0.001290322115563171 0.001625792097503082 0.0012542265794775729 0.0012807528363102784 0.0012582646034557362 0.0016773474142245848 0.0017718193130616022 0.0010746237636768178 0.0010886140866212899
leaf_count=515 101 346 315 221 334 382 243 226 438
internal_value=0 4.44707e-05 -1.84614e-05 4.18906e-05 -1.79433e-05 -0.000244253 0.000109806 0.000311598 -0.00013494
internal_weight=0 0.0123218 0.010696 0.00940565 0.0081249 0.00293157 0.00519332 0.00284644 0.00234688
internal_count=3121 2606 2260 2159 1938 697 1241 469 772
is_linear=0
shrinkage=0.00196078


Tree=3745
num_leaves=9
num_cat=0
split_feature=50 48 40 1 457 0 52 16
split_gain=1.9325e-05 3.71743e-05 6.56603e-05 6.5507e-05 5.31635e-05 6.03389e-05 5.10954e-05 0.000127962
threshold=0.088425000000000017 0.11013500000000002 -1.0000000180025095e-35 0.111945 0.080930000000000016 -0.10224499999999999 0.090245000000000006 -0.056919999999999991
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 -4 7 -7
right_child=-2 -3 3 -5 -6 6 -8 -9
leaf_value=-0.019710244897199906 -0.012567563532425961 -0.016886340503725752 -0.019332623810209844 0.024216989201459243 0.022707884589705452 0.034921396640509909 -0.010637140923551813 -0.012467908452067895
leaf_weight=0.0010807614078915768 0.0011101184706914296 0.0010052846683325746 0.0014795467930569847 0.0016603917037384865 0.0010200756021119528 0.0012718353977310493 0.0013806823584030245 0.0010322589650512085
leaf_count=296 560 121 222 254 155 465 411 637
internal_value=0 0.00134429 0.0033976 0.00658113 0.00184624 -0.00227443 0.00457494 0.0136905
internal_weight=0 0.00993084 0.00892555 0.00784479 0.0061844 0.00516432 0.00368478 0.00230409
internal_count=3121 2561 2440 2144 1890 1735 1513 1102
is_linear=0
shrinkage=0.1


Tree=3746
num_leaves=8
num_cat=0
split_feature=0 1 15 15 16 0 12
split_gain=2.11944e-05 4.4682e-05 4.09601e-05 0.000145083 9.71484e-05 8.94513e-05 2.70552e-05
threshold=0.041630000000000007 0.077565000000000009 0.035560000000000008 -0.016799999999999995 -0.056919999999999991 -0.20211999999999997 0.089735000000000023
decision_type=2 2 2 2 2 2 2
left_child=1 6 3 4 5 -3 -1
right_child=-2 2 -4 -5 -6 -7 -8
leaf_value=-0.026565632492099502 0.0097001198180936068 -0.011355056763134051 -0.015289497434706555 0.039808160136742397 -0.021651163854457641 0.022347367161438685 -0.00374780151841259
leaf_weight=0.001017074700136639 0.0018546946817648109 0.001360845552363821 0.0011735279992661114 0.0010032005651455086 0.0016542331982110367 0.0018692869049078615 0.0010624750708377009
leaf_count=919 252 99 384 145 318 369 635
internal_value=0 -0.00202427 0.00176998 0.00517033 -0.00194394 0.00814863 -0.0149076
internal_weight=0 0.00914064 0.00706109 0.00588757 0.00488437 0.00323013 0.00207955
internal_count=3121 2869 1315 931 786 468 1554
is_linear=0
shrinkage=0.1


Tree=3747
num_leaves=8
num_cat=0
split_feature=4 16 2 48 15 42 4
split_gain=2.01997e-05 3.25627e-05 8.65337e-05 3.97389e-05 7.82059e-05 5.41309e-05 7.07091e-05
threshold=0.27287000000000006 -0.092484999999999984 0.092755000000000018 0.084855000000000014 -0.016799999999999995 0.084050000000000014 -0.084369999999999987
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 4 -3 6 -6
right_child=-2 3 -4 -5 5 -7 -8
leaf_value=0.0030767125694677435 0.010684645245795057 -0.024495166963485349 -0.031947080741656322 0.015797596353835399 -0.0046020453164787442 -0.012451066375280583 0.029459047679576935
leaf_weight=0.0018321756953092083 0.0015134558694216036 0.0011959043188699298 0.0011471052225474729 0.0016178721512311658 0.0011469033579380413 0.0011970199154765467 0.0013006690830221614
leaf_count=319 352 469 185 404 412 597 383
internal_value=0 -0.00176005 -0.0104084 0.00222948 -0.00230548 0.00497564 0.0134984
internal_weight=0 0.00943765 0.00297928 0.00645837 0.0048405 0.00364459 0.00244757
internal_count=3121 2769 504 2265 1861 1392 795
is_linear=0
shrinkage=0.1


Tree=3748
num_leaves=10
num_cat=0
split_feature=11 13 39 0 16 151 2 0 16
split_gain=2.14391e-05 4.59564e-05 5.40474e-05 5.10655e-05 6.99445e-05 5.31341e-05 8.9327e-05 3.16526e-05 2.8839e-05
threshold=0.078340000000000007 -0.094514999999999988 0.0046100000000000004 -0.053834999999999994 0.0047850000000000011 -0.0083949999999999979 0.092235000000000025 -0.084269999999999984 -0.084119999999999986
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 7 3 4 5 -3 8 -1 -7
right_child=-2 2 -4 -5 -6 6 -8 -9 -10
leaf_value=0.0023357767705534187 -0.013615374810410381 -0.025922572547429492 0.018141211461649539 -0.022815057734126086 0.022284789147159957 -0.024610613722125144 0.022342377079025144 0.026966780274964564 -0.00089101232599873327
leaf_weight=0.0010490282996287947 0.0010508595269766658 0.001080149156052224 0.0011253556868997903 0.0013629410051718693 0.0010294388902258363 0.001019714167119381 0.0011286842291695388 0.0010379501042628604 0.0010306843893197405
leaf_count=244 208 263 309 262 380 412 320 90 633
internal_value=0 0.00140959 -0.00212632 -0.00555529 -0.00110729 -0.00676105 -0.000250593 0.0145859 -0.0126874
internal_weight=0 0.00986395 0.00777697 0.00665161 0.00528867 0.00425923 0.00317908 0.00208698 0.0020504
internal_count=3121 2913 2579 2270 2008 1628 1365 334 1045
is_linear=0
shrinkage=0.1


Tree=3749
num_leaves=10
num_cat=0
split_feature=484 42 15 133 151 4 15 51 12
split_gain=8.50621e-05 7.17618e-05 7.59612e-05 0.000182313 9.46096e-05 0.000117112 9.26644e-05 0.000144828 9.54537e-05
threshold=-1.0000000180025095e-35 0.10256000000000001 1.0000000180025095e-35 0.083950000000000011 -0.044604999999999992 0.24564500000000003 -0.037864999999999989 0.082455000000000014 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 4 -4 -2 6 7 -6 -8
right_child=1 -3 3 -5 5 -7 8 -9 -10
leaf_value=-0.00052996336450089393 -0.00024433339027157521 -0.00045269084122364484 -0.00053137955498709167 0.00048945059536234666 -0.00056873350046196807 0.00078869718414137716 0.00081320299479431654 0.00041998015666106316 8.1176642507452769e-05
leaf_weight=0.0010719157197588052 0.0015549237171483734 0.0010146869783188061 0.0019340784408996585 0.0010312652183971215 0.0013000230385704315 0.0014348935753612461 0.0011985291232866511 0.0010137954741988517 0.001597938623960465
leaf_count=515 327 310 713 192 372 245 120 149 178
internal_value=0 4.63762e-05 9.214e-05 -0.000176363 0.000190435 0.000293723 0.000154741 -0.00013553 0.000394913
internal_weight=0 0.0120801 0.0110654 0.00296534 0.0081001 0.00654518 0.00511029 0.00231382 0.00279647
internal_count=3121 2606 2296 905 1391 1064 819 521 298
is_linear=0
shrinkage=0.00196078


Tree=3750
num_leaves=8
num_cat=0
split_feature=0 3 3 47 43 3 2
split_gain=1.99467e-05 5.54282e-05 4.56232e-05 6.12148e-05 7.25856e-05 7.49241e-05 3.88556e-05
threshold=-0.060129999999999996 0.076840000000000006 -0.08824499999999999 0.087235000000000021 -0.067899999999999974 0.090900000000000009 0.095195000000000016
decision_type=2 2 2 2 2 2 2
left_child=2 6 -1 4 -4 -6 -2
right_child=1 -3 3 -5 5 -7 -8
leaf_value=-0.018879855232899739 0.02649476260843793 -0.011375758755058234 0.029244918344768972 -0.016395988031229245 -0.016742633921431441 0.013597191934445569 0.00075391000679613971
leaf_weight=0.0014539678727495675 0.0013091277080819722 0.001204809205723135 0.0010919258969530727 0.001517657079714534 0.0015233441926698929 0.0017478454516120651 0.0010622492878527875
leaf_count=538 169 125 698 252 862 198 279
internal_value=0 0.00609036 -0.0030185 0.000903077 0.00692035 -0.000531612 0.0149642
internal_weight=0 0.00357619 0.00733474 0.00588077 0.00436312 0.00327119 0.00237138
internal_count=3121 573 2548 2010 1758 1060 448
is_linear=0
shrinkage=0.1


Tree=3751
num_leaves=8
num_cat=0
split_feature=52 11 52 13 3 2 12
split_gain=2.19176e-05 3.22159e-05 4.20004e-05 6.65849e-05 5.75186e-05 8.59573e-05 4.37592e-05
threshold=0.15915500000000002 1.0000000180025095e-35 0.10024500000000001 -0.094514999999999988 0.10732000000000001 0.092120000000000021 0.084100000000000022
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 -1 5 6 -5
right_child=-2 -3 -4 4 -6 -7 -8
leaf_value=0.020535148766970296 -0.013865806064335701 -0.015555511221952254 0.021186900468339483 0.0027044873491720036 -0.024968858857280642 0.019901162487275179 -0.019230770652357052
leaf_weight=0.0013859523097910819 0.0010356770942483379 0.0010030540949119158 0.001149184534831457 0.0018843491849121206 0.0010558896079573277 0.0016039198843904034 0.0017578843188621916
leaf_count=238 368 223 233 362 97 576 1024
internal_value=0 0.00142798 0.00335567 0.000690294 -0.00367401 0.000611991 -0.00788233
internal_weight=0 0.00984023 0.00883718 0.007688 0.00630204 0.00524615 0.00364223
internal_count=3121 2753 2530 2297 2059 1962 1386
is_linear=0
shrinkage=0.1


Tree=3752
num_leaves=8
num_cat=0
split_feature=4 151 12 0 0 16 2
split_gain=2.21558e-05 2.99073e-05 5.8679e-05 7.51316e-05 0.00010452 6.53152e-05 4.72175e-05
threshold=0.27287000000000006 -0.024429999999999997 0.088305000000000008 -0.019414999999999998 -0.10096999999999999 -0.073849999999999985 0.088555000000000009
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 4 5 -3 -4
right_child=-2 2 6 -5 -6 -7 -8
leaf_value=0.010914534649269215 0.011244633777029472 -0.024881757741838716 0.017018246107566627 0.010922840138420729 -0.044337756802950955 0.010212047008201101 -0.0062449123086839239
leaf_weight=0.0015363423259924279 0.0015025666681835479 0.0010206496694020201 0.0017306977991544429 0.0010634121646344408 0.0011254781481532254 0.0011039720914662599 0.0017595459495191642
leaf_count=451 352 154 516 129 709 101 709
internal_value=0 -0.00183871 -0.00434947 -0.0121496 -0.0196988 -0.00664671 0.00529053
internal_weight=0 0.0093401 0.00780376 0.00431351 0.0032501 0.00212462 0.00349024
internal_count=3121 2769 2318 1093 964 255 1225
is_linear=0
shrinkage=0.1


Tree=3753
num_leaves=10
num_cat=0
split_feature=484 4 156 12 47 3 1 2 3
split_gain=9.46979e-05 7.19149e-05 5.83106e-05 6.43162e-05 0.000115699 0.000113673 0.000136263 9.33103e-05 0.000106551
threshold=-1.0000000180025095e-35 0.27044500000000005 0.084085000000000007 -0.040564999999999997 0.09550500000000002 0.10732000000000001 0.090840000000000018 0.092875000000000013 -0.078934999999999991
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 6 7 8 -5
right_child=1 -3 -4 4 -6 -7 -8 -9 -10
leaf_value=-0.0005618479700757634 -0.00042975762964601031 0.00042798556863438684 -0.00044635170632097859 -0.00010447455426493645 0.00058910294107935137 0.00050304142803048082 -0.00065817473684668954 -0.00040305899177200711 0.0006441551467056281
leaf_weight=0.0010700739969007013 0.0010170632142005838 0.0016438160044881392 0.001072133777418125 0.0016200139137137796 0.0014848308427951248 0.0013255448744714515 0.001429498585332179 0.0012657649046521899 0.0013318705025665311
leaf_count=515 192 346 351 763 135 65 265 371 118
internal_value=0 4.6516e-05 -1.29399e-05 3.61045e-05 9.21269e-05 -1.37039e-05 -0.000134999 4.23229e-05 0.000233302
internal_weight=0 0.0121905 0.0105467 0.00947459 0.00845752 0.00697269 0.00564715 0.00421765 0.00295188
internal_count=3121 2606 2260 1909 1717 1582 1517 1252 881
is_linear=0
shrinkage=0.00196078


Tree=3754
num_leaves=8
num_cat=0
split_feature=50 15 2 52 457 1 3
split_gain=1.9623e-05 3.65504e-05 4.5858e-05 7.3111e-05 5.38679e-05 5.19483e-05 7.38806e-05
threshold=0.088425000000000017 -0.15914499999999995 0.11389000000000002 -0.088204999999999992 0.045365000000000009 0.09253500000000002 -0.059315
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 -3 5 6 -5
right_child=-2 2 -4 4 -6 -7 -8
leaf_value=0.019239669706582585 -0.012732124807368433 -0.017318855523833616 -0.01827992815516968 -0.0040845256833409961 0.028007663726175608 -0.01326273244158108 0.025082915292134494
leaf_weight=0.0010269464255674042 0.0010934900089446366 0.0015156715947516946 0.0012688164422790301 0.0018702599159207745 0.0010358537729437773 0.0014135999040148436 0.0016212176911668207
leaf_count=314 560 473 271 1022 178 194 109
internal_value=0 0.00139494 -0.000705317 0.00228518 0.00728663 0.00291077 0.00945896
internal_weight=0 0.00975237 0.00872542 0.0074566 0.00594093 0.00490508 0.00349148
internal_count=3121 2561 2247 1976 1503 1325 1131
is_linear=0
shrinkage=0.1


Tree=3755
num_leaves=11
num_cat=0
split_feature=133 3 159 12 43 3 0 2 3 12
split_gain=8.12234e-05 0.000100648 7.88408e-05 0.000104167 0.00012664 9.307e-05 9.68141e-05 0.000119753 8.50204e-05 6.06918e-05
threshold=0.10722500000000001 0.149315 0.089465000000000017 0.092355000000000007 -0.074359999999999996 0.10893000000000001 -0.061629999999999997 0.088475000000000012 -0.00083499999999999991 0.082480000000000012
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 5 -5 6 7 8 -1 -9
right_child=-2 -3 -4 4 -6 -7 -8 9 -10 -11
leaf_value=-0.00057325022375373134 -0.00052647415934839448 0.00060693381975516385 -0.00053605770390518408 0.00011336552495024989 -0.00080965935571830063 -0.0003573409899889613 0.00061395756219884427 0.0001196069768245414 0.00017355055239698294 0.00071942293163622362
leaf_weight=0.0012821900883602561 0.0010499343195260998 0.0011028697948465066 0.0010111927482491069 0.0011850388654011416 0.0011037737172326263 0.0012183913361569765 0.0018509525204060675 0.0015220697800854849 0.001079597742271511 0.0011301162334220105
leaf_count=852 427 160 309 196 360 83 194 197 73 270
internal_value=0 4.136e-05 -1.34354e-05 3.75157e-05 -0.000331761 0.000142077 0.000230714 8.92367e-05 -0.00023188 0.000375193
internal_weight=0 0.0124862 0.0113833 0.0103721 0.00228881 0.00808332 0.00686493 0.00501397 0.00236179 0.00265219
internal_count=3121 2694 2534 2225 556 1669 1586 1392 925 467
is_linear=0
shrinkage=0.00196078


Tree=3756
num_leaves=12
num_cat=0
split_feature=484 133 52 16 4 2 2 3 3 43 16
split_gain=0.000128959 7.87412e-05 0.000105463 0.000110393 8.68538e-05 8.68954e-05 0.000118548 9.69842e-05 5.36191e-05 5.3462e-05 2.48988e-05
threshold=-1.0000000180025095e-35 0.10622000000000002 0.096795000000000006 -0.008904999999999998 0.24564500000000003 0.092875000000000013 0.088475000000000012 -0.078934999999999991 -0.011549999999999998 -0.0030899999999999994 -0.016164999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 -4 5 6 7 -2 -6 -9 -7
right_child=1 -3 3 -5 8 10 -8 9 -10 -11 -12
leaf_value=-0.00066718532360877665 -0.00063339745513463284 -0.00047726226781585554 1.9594411547127258e-05 0.00090713104293426317 0.0006763015882679319 -0.00064167081605835739 0.00052822728164338671 0.00040861128866193406 3.5769284458454034e-05 -0.00020454427927506374 -0.00021584060396734287
leaf_weight=0.0010656326425221808 0.0011049174644666882 0.0010169651360232056 0.001035433821958252 0.0011233588091208785 0.0010040131485521307 0.0011035709162227625 0.0013606575601095294 0.0010158738285946664 0.0010058081485297625 0.0011838195552064247 0.001012054488292875
leaf_count=515 638 370 360 79 133 134 182 113 177 96 324
internal_value=0 4.46433e-05 9.31167e-05 0.000481437 -2.2456e-06 -0.000108353 4.11206e-05 -0.000159443 0.000355749 7.86264e-05 -0.000437966
internal_weight=0 0.0119665 0.0109495 0.00215879 0.00879072 0.00678089 0.00466527 0.00330461 0.00200982 0.00219969 0.00211563
internal_count=3121 2606 2236 439 1797 1487 1029 847 310 209 458
is_linear=0
shrinkage=0.00196078


Tree=3757
num_leaves=11
num_cat=0
split_feature=48 48 51 0 3 2 15 13 1 3
split_gain=0.000112101 0.000104996 0.000115637 8.29739e-05 7.07313e-05 0.000115165 0.000139276 0.000111153 9.16533e-05 1.26248e-05
threshold=0.12879500000000002 0.092475000000000016 0.087505000000000013 -0.17169499999999996 -0.10519499999999998 0.10613000000000002 -0.016799999999999995 -0.014169999999999999 0.078340000000000007 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 8 6 9 -8 -5 -6
right_child=-2 -3 -4 4 5 -7 7 -9 -10 -11
leaf_value=0.00055906916762742045 -0.00063922533248819712 0.00050999074220640884 -0.00061881998317789972 -9.5121324450120849e-05 -0.00054388246098169128 -0.0006405525147580158 -9.5605227650047254e-05 0.00064421078901838198 0.00069807941793930274 -0.00023480431166443606
leaf_weight=0.0010657081136975092 0.0010003019568205337 0.0016120507004414525 0.0011340110423745274 0.0011866538786622269 0.0010307480242082491 0.0013229196914236662 0.0015891665052525942 0.0015349222414989593 0.0010606833841422616 0.0010020484178705402
leaf_count=111 90 275 307 104 513 332 714 396 201 78
internal_value=0 4.2854e-05 -2.60632e-05 4.2578e-05 -2.04929e-05 -0.00012445 7.94855e-06 0.00026788 0.000279248 -0.000391525
internal_weight=0 0.0125389 0.0109269 0.00979285 0.00872714 0.0064798 0.00515689 0.00312409 0.00224734 0.0020328
internal_count=3121 3031 2756 2449 2338 2033 1701 1110 305 591
is_linear=0
shrinkage=0.00196078


Tree=3758
num_leaves=12
num_cat=0
split_feature=484 1 131 0 2 2 0 52 13 4 4
split_gain=0.000110202 7.20962e-05 5.95486e-05 7.64258e-05 0.000135496 0.000134049 0.000106876 9.37022e-05 0.000150652 5.21616e-05 4.58545e-05
threshold=-1.0000000180025095e-35 0.13146500000000003 0.084390000000000007 -0.084269999999999984 0.089775000000000008 0.092875000000000013 -0.10607499999999999 0.10160000000000001 -0.074044999999999986 -0.111605 0.25615500000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 6 -6 -2 8 -5 -10 -7
right_child=1 -3 -4 7 5 10 -8 -9 9 -11 -12
leaf_value=-0.00061297019983672985 -8.568593524436633e-05 0.00048243323195609956 -0.00044269480789736157 0.0010186794089155828 0.00072218872156229539 -0.00034270371951505911 -0.00096063029230806151 -0.00022574469908858821 -0.00019577965303013933 0.00042830641600627521 0.00019287724806665285
leaf_weight=0.0010566239602338269 0.0011496387130567332 0.0013061079724999919 0.0010770830538247593 0.0010607583272436391 0.0010367656880214127 0.0014494441762077231 0.0010068523712478353 0.0012034103939751613 0.0010535727041131879 0.0010070702750788569 0.0010670557959026675
leaf_count=515 107 222 365 199 87 203 452 232 160 463 116
internal_value=0 4.66563e-05 -4.56663e-06 4.24609e-05 -0.000106467 0.000128845 -0.000494192 0.00023908 0.000418286 0.000109222 -0.000115605
internal_weight=0 0.0124178 0.0111117 0.0100346 0.00570976 0.00355327 0.00215649 0.00432481 0.0031214 0.00206064 0.0025165
internal_count=3121 2606 2384 2019 965 406 559 1054 822 623 319
is_linear=0
shrinkage=0.00196078


Tree=3759
num_leaves=9
num_cat=0
split_feature=484 133 133 15 3 3 0 16
split_gain=8.69204e-05 6.70892e-05 8.21804e-05 8.51364e-05 0.000130049 9.98607e-05 4.04405e-05 4.4749e-05
threshold=-1.0000000180025095e-35 0.10622000000000002 0.083950000000000011 0.024640000000000006 -0.10519499999999998 -0.0087149999999999988 -0.20211999999999997 -0.054549999999999994
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 -6 -7 -8
right_child=1 -3 -4 -5 5 6 7 -9
leaf_value=-0.0005571553122117927 0.00057274404666390649 -0.00043910004091327878 0.00054775445126564173 -0.00033724861393520536 -0.00051118943774217064 -0.00011617060245058736 0.00057934220579959248 5.3213116057931393e-05
leaf_weight=0.0010156632352382186 0.0018312194390319048 0.001022765858333336 0.0013043995566778448 0.0019928065404515157 0.0012760245482344298 0.0017560785189526529 0.0010571650613982048 0.0015082462131776244
leaf_count=515 224 370 415 742 452 112 143 148
internal_value=0 4.07336e-05 8.64878e-05 2.26261e-05 0.000119165 -2.9223e-05 0.000113089 0.000270023
internal_weight=0 0.0117487 0.0107259 0.00942154 0.00742873 0.00559751 0.00432149 0.00256541
internal_count=3121 2606 2236 1821 1079 855 403 291
is_linear=0
shrinkage=0.00196078


Tree=3760
num_leaves=10
num_cat=0
split_feature=484 133 133 3 2 0 1 151 15
split_gain=0.000121524 0.000103141 8.73537e-05 0.000114264 0.000205137 0.00010557 0.000112155 7.38596e-05 3.79982e-05
threshold=-1.0000000180025095e-35 0.10722500000000001 0.083950000000000011 -0.10023499999999998 0.08622500000000001 -0.10011499999999998 0.10089500000000001 -0.0083949999999999979 -0.10469999999999999
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 7 -7 -5 -9
right_child=1 -3 -4 5 -6 6 -8 8 -10
leaf_value=-0.00064653605083402489 -0.0003155270820992127 -0.0005550834180056294 0.00054995657703115234 -0.00028779650546237188 0.00080008534366458916 -0.00073830156676802511 2.2487639277881157e-05 -1.7086801041089023e-05 0.00044788217602563464
leaf_weight=0.0010635732057786415 0.0010210992206374295 0.0010130871227608295 0.0014353289014197362 0.0012837913930991429 0.0016702334100865898 0.0015750955568777773 0.0014135967166623025 0.0010686885621369914 0.0018377240490400357
leaf_count=515 92 363 422 122 222 915 214 119 137
internal_value=0 4.42753e-05 9.79836e-05 3.22577e-05 0.000376819 -9.69166e-05 -0.000378462 0.000103898 0.000276913
internal_weight=0 0.0123186 0.0113056 0.00987023 0.00269133 0.0071789 0.00298869 0.0041902 0.00290641
internal_count=3121 2606 2243 1821 314 1507 1129 378 256
is_linear=0
shrinkage=0.00196078


Tree=3761
num_leaves=10
num_cat=0
split_feature=484 4 49 52 133 13 15 1 1
split_gain=0.00010391 7.03184e-05 4.31538e-05 5.09857e-05 8.04432e-05 0.000150964 6.78652e-05 5.59286e-05 0.000131839
threshold=-1.0000000180025095e-35 0.27044500000000005 0.065470000000000014 0.11434500000000002 -0.0061299999999999992 -0.084034999999999985 1.0000000180025095e-35 0.086560000000000012 0.095285000000000022
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 -6 7 -7 -9
right_child=1 -3 -4 -5 5 6 -8 8 -10
leaf_value=-0.00059914599104010635 -0.00042717966893885811 0.00042080602950212711 0.00036593665664010793 -0.00046908353987849431 0.00062634807566562837 0.00037019597860498316 -0.0004401839734327569 -0.0006444430503682499 0.00027135863324245004
leaf_weight=0.001050472009925636 0.0014443881652966275 0.0016430867838300263 0.0010252983052670235 0.0010310338384196009 0.0015230252274089327 0.001420482177407127 0.0014235528672848149 0.0010513456915988116 0.0014215300941687846
leaf_count=515 565 346 425 262 214 126 378 99 191
internal_value=0 4.40053e-05 -1.58667e-05 -5.78901e-05 -6.71457e-06 8.2075e-05 -7.38317e-05 6.012e-05 -0.000117995
internal_weight=0 0.0119837 0.0103407 0.00931536 0.00828432 0.00683994 0.00531691 0.00389336 0.00247288
internal_count=3121 2606 2260 1835 1573 1008 794 416 290
is_linear=0
shrinkage=0.00196078


Tree=3762
num_leaves=8
num_cat=0
split_feature=1 12 0 47 3 52 16
split_gain=2.24033e-05 5.28815e-05 3.66998e-05 7.29853e-05 4.61924e-05 8.86563e-05 3.74036e-05
threshold=0.12500000000000003 0.10711000000000002 -0.061629999999999997 0.092530000000000015 -0.078934999999999991 -0.0027449999999999996 0.15891500000000003
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 4 -1 -6 -4
right_child=-2 -3 6 -5 5 -7 -8
leaf_value=-0.012005604039851001 0.011500889387383315 -0.023359820940962634 0.024630993902024192 -0.026636076533885673 -0.0066016918190403761 0.025193998815601394 -0.00075669479688370098
leaf_weight=0.00166447891760116 0.0014540296890678721 0.0010188278544490262 0.0011193763226979092 0.0010998072464622477 0.0018827717772702817 0.0016415287617382425 0.0012050607643626018
leaf_count=1314 279 232 147 211 270 438 230
internal_value=0 -0.00181591 0.000732502 -0.00323609 0.00172374 0.00820793 0.0114692
internal_weight=0 0.00963185 0.00861302 0.00628859 0.00518878 0.0035243 0.00232444
internal_count=3121 2842 2610 2233 2022 708 377
is_linear=0
shrinkage=0.1


Tree=3763
num_leaves=10
num_cat=0
split_feature=4 1 16 48 52 2 3 1 4
split_gain=2.00935e-05 7.81416e-05 3.89804e-05 4.57994e-05 4.16081e-05 9.87437e-05 8.58897e-05 2.65612e-05 1.00543e-05
threshold=0.24564500000000003 0.111945 -0.094359999999999986 0.091545000000000015 0.0031350000000000002 0.084245000000000014 -0.082974999999999979 0.077845000000000011 0.052250000000000012
decision_type=2 2 2 2 2 2 2 2 2
left_child=2 -2 7 4 5 8 -6 -1 -4
right_child=1 -3 3 -5 6 -7 -8 -9 -10
leaf_value=-0.0023637860979388412 -0.010104512076336404 0.027129690702360598 0.010653941552539549 0.017879021027311596 0.029452744459226528 -0.032398389669077335 -0.011255371310441201 -0.024806072438211469 -0.0033943661779963471
leaf_weight=0.0010119618037503168 0.0011365707870739314 0.0011181215049295091 0.0010274268992277857 0.0013627894533704485 0.0010017214228586874 0.0012075691194745964 0.0010739841099622377 0.0011012829829635971 0.0010105169182667018
leaf_count=246 150 276 428 267 347 767 446 147 47
internal_value=0 0.00836025 -0.00222082 0.00152206 -0.00266703 -0.00973874 0.00839009 -0.0140592 0.00368807
internal_weight=0 0.00225469 0.00879725 0.00668401 0.00532122 0.00324551 0.00207571 0.00211324 0.00203794
internal_count=3121 426 2695 2302 2035 1242 793 393 475
is_linear=0
shrinkage=0.1


Tree=3764
num_leaves=9
num_cat=0
split_feature=50 48 40 1 52 52 48 0
split_gain=1.97806e-05 3.93156e-05 6.14309e-05 6.12978e-05 5.05546e-05 4.4253e-05 4.20463e-05 3.80056e-05
threshold=0.088425000000000017 0.11077000000000002 -1.0000000180025095e-35 0.111945 0.090245000000000006 -0.0064899999999999992 0.082620000000000013 -0.10011499999999998
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 6 -4 -7
right_child=-2 -3 3 -5 -6 7 -8 -9
leaf_value=-0.01897347288222527 -0.012687533663940981 -0.017411233798694786 -0.015898966633315869 0.023722119036175777 -0.012903481331804224 0.028055412362591511 0.011999382508556465 0.0023337220419752994
leaf_weight=0.0010714841111292188 0.0011143133836555045 0.0010021343198298839 0.0011513248335095036 0.0016435020081826948 0.0016645652059181643 0.0013376968205740943 0.0010177793711064094 0.0010067880483996055
leaf_count=296 560 118 596 254 474 138 154 531
internal_value=0 0.00136606 0.003482 0.00655816 0.00199224 0.00748563 -0.0028086 0.0170098
internal_weight=0 0.00989527 0.00889314 0.00782166 0.00617815 0.00451359 0.0021691 0.00234448
internal_count=3121 2561 2443 2147 1893 1419 750 669
is_linear=0
shrinkage=0.1


Tree=3765
num_leaves=8
num_cat=0
split_feature=4 16 2 133 52 0 1
split_gain=1.75832e-05 3.4822e-05 4.05417e-05 6.10984e-05 7.39407e-05 8.2314e-05 7.12195e-05
threshold=0.27287000000000006 -0.36241499999999999 0.10981000000000002 0.090310000000000015 0.077655000000000016 -0.10607499999999999 0.092390000000000014
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 4 5 -3 -7
right_child=-2 2 -4 -5 -6 6 -8
leaf_value=-0.017877754084408497 0.0099346447336309939 0.0112015025734862 0.014969753085988712 -0.025343653945180955 0.020399494279254263 -0.036210702779466933 -0.0020418403735607531
leaf_weight=0.0011606085980388767 0.0015196690672766343 0.001727996545642708 0.0015904353272725496 0.0010185869015481817 0.0014886640266562525 0.0010994532568657767 0.0013702920780723324
leaf_count=139 352 174 370 461 609 766 250
internal_value=0 -0.00165409 0.000615757 -0.00278903 0.0012511 -0.00553958 -0.0172527
internal_weight=0 0.00945604 0.00829543 0.00670499 0.00568641 0.00419774 0.00246975
internal_count=3121 2769 2630 2260 1799 1190 1016
is_linear=0
shrinkage=0.1


Tree=3766
num_leaves=8
num_cat=0
split_feature=159 2 3 2 15 43 13
split_gain=2.0561e-05 4.21615e-05 6.61684e-05 7.14105e-05 0.000152948 5.12391e-05 3.21098e-05
threshold=-1.0000000180025095e-35 0.088225000000000012 -0.11255999999999998 0.10613000000000002 -0.074054999999999996 -0.074359999999999996 -0.014169999999999999
decision_type=2 2 2 2 2 2 2
left_child=-1 5 -3 6 -5 -2 -4
right_child=1 2 3 4 -6 -7 -8
leaf_value=-0.013324709416456399 0.0053542334254772228 0.02639280130079226 -0.00010055973662480885 0.018038100412905728 -0.033333603204751816 -0.018280012427708239 0.022628000643976267
leaf_weight=0.0010539245276328804 0.0017391754161500995 0.0013065717893010701 0.0010994113889524083 0.0010109912657813918 0.0013580946595991225 0.0019411656089181112 0.0014301248409008156
leaf_count=509 514 211 382 263 245 727 270
internal_value=0 0.00136846 0.00639796 0.00106489 -0.0114111 -0.00711146 0.0127495
internal_weight=0 0.00988553 0.00620519 0.00489862 0.00236909 0.00368034 0.00252954
internal_count=3121 2612 1371 1160 508 1241 652
is_linear=0
shrinkage=0.1


Tree=3767
num_leaves=9
num_cat=0
split_feature=3 51 4 4 43 4 4 1
split_gain=2.21588e-05 4.03331e-05 5.33124e-05 6.00302e-05 5.947e-05 8.44105e-05 6.82681e-05 5.35647e-05
threshold=0.149315 0.087505000000000013 -0.35136499999999998 -0.082109999999999975 -0.0037449999999999996 0.09173000000000002 -1.0000000180025095e-35 0.10374500000000002
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 5 -5 -6 -8
right_child=-2 -3 3 4 6 -7 7 -9
leaf_value=-0.019927011707167284 0.013083767550298671 -0.016458929695202219 0.025590026872112859 -0.030922143595886149 0.030445973430948681 0.0054356190940861261 -0.015957725069086263 0.013681424734810566
leaf_weight=0.0010435042346002739 0.0011501866206800266 0.0015371195766613653 0.0011147891180282952 0.0011765296566610818 0.0010311314861317796 0.0013965230677974831 0.0011489579802347633 0.0012992399856463445
leaf_count=174 168 382 458 1041 317 246 200 135
internal_value=0 -0.00159227 0.00119091 0.00426558 0.000337825 -0.011189 0.0088622 -0.000228454
internal_weight=0 0.0097478 0.00821068 0.00716717 0.00605238 0.00257305 0.00347933 0.0024482
internal_count=3121 2953 2571 2397 1939 1287 652 335
is_linear=0
shrinkage=0.1


Tree=3768
num_leaves=10
num_cat=0
split_feature=47 47 16 16 4 160 52 3 3
split_gain=8.88356e-05 6.42877e-05 6.92226e-05 7.36772e-05 0.000132406 7.8743e-05 9.68033e-05 0.000101786 5.65626e-05
threshold=0.13148500000000005 0.09550500000000002 -0.48836499999999994 -0.014034999999999997 0.033845000000000007 -0.063384999999999983 0.096795000000000006 -0.045649999999999989 -0.078934999999999991
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 8 -5 7 -7 -4
right_child=-2 -3 3 5 -6 6 -8 -9 -10
leaf_value=0.00040179497007062352 -0.00056055801176693666 0.00040904340149511156 -0.00033593278816193193 0.0004848163497976984 -0.00075602297215201142 -0.00077099306494770562 0.00037237286887428176 8.7061959976858082e-05 0.00019192723692972442
leaf_weight=0.0013367808369764552 0.0010303479696287801 0.001572593206752561 0.0013566575990241979 0.0014079865687774348 0.0013967404353470167 0.0010110753131263622 0.0012215585310557109 0.0011206249353381691 0.001837605240816936
leaf_count=222 65 249 846 346 246 479 58 197 413
internal_value=0 3.88909e-05 -1.55667e-05 -7.52231e-05 -0.000252456 9.56729e-05 -6.77231e-05 -0.000319918 -3.22639e-05
internal_weight=0 0.0122616 0.010689 0.00935225 0.004591 0.00476125 0.00335326 0.0021317 0.00319426
internal_count=3121 3056 2807 2585 1505 1080 734 676 1259
is_linear=0
shrinkage=0.00196078


Tree=3769
num_leaves=8
num_cat=0
split_feature=0 1 42 52 16 4 52
split_gain=2.00169e-05 5.03977e-05 6.49303e-05 5.9274e-05 7.8018e-05 8.5312e-05 4.88437e-05
threshold=-0.14920999999999998 0.12958500000000003 0.092395000000000019 -0.057699999999999994 -0.25582999999999995 -0.077679999999999985 -0.066844999999999988
decision_type=2 2 2 2 2 2 2
left_child=6 2 3 -2 -5 -6 -1
right_child=1 -3 -4 4 5 -7 -8
leaf_value=-0.024644532181894725 0.022021650339742137 0.022211478647080986 -0.022160562527151376 0.020521006818984902 0.0043345810372555551 -0.027616857644261805 0.0030478204341300233
leaf_weight=0.0010296126846215947 0.0013456340577617954 0.0011115219859955351 0.0011750754924962463 0.001161342384938814 0.0019306279287338802 0.0014734194629408071 0.0016700018538804507
leaf_count=69 663 224 531 148 620 649 217
internal_value=0 0.00241417 -0.000691225 0.00357675 -0.00185983 -0.00949539 -0.00751383
internal_weight=0 0.00819762 0.0070861 0.00591102 0.00456539 0.00340405 0.00269961
internal_count=3121 2835 2611 2080 1417 1269 286
is_linear=0
shrinkage=0.1


Tree=3770
num_leaves=11
num_cat=0
split_feature=48 4 16 2 48 16 15 3 52 3
split_gain=6.67442e-05 7.77735e-05 5.45887e-05 8.87207e-05 8.21529e-05 6.33919e-05 0.000139106 0.000116605 9.54582e-05 5.70699e-05
threshold=0.12474000000000002 0.40473500000000007 -0.092484999999999984 0.092755000000000018 0.084855000000000014 -0.056919999999999991 -0.016799999999999995 0.10542000000000001 0.0031350000000000002 -0.059315
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 9 5 -4 -7 8 -8 -1
right_child=-2 -3 4 -5 -6 6 7 -9 -10 -11
leaf_value=-0.00025386557499617007 -0.00048358021985201219 0.00049790205955824662 0.00033890678418532012 -0.0006024757022331373 0.0005247565483492353 -0.00075849458653030226 -0.00054899882199057411 0.00059711643660174008 0.00025398135511276219 0.00036973900906488454
leaf_weight=0.0012429205659962254 0.0010078757505203118 0.0012838620348466631 0.0014715007939485897 0.001368899051619733 0.0013386290094818199 0.0010385785186993704 0.001261057733883551 0.0010696708845795433 0.0010374809081988446 0.001033269563799647
leaf_count=266 102 284 751 203 337 402 430 52 228 66
internal_value=0 4.15214e-05 -1.24216e-05 -0.000208012 8.63664e-05 -1.34656e-05 -0.000131129 6.23179e-05 -0.000186561 2.92178e-05
internal_weight=0 0.0121459 0.010862 0.00364509 0.00721692 0.00587829 0.00440679 0.00336821 0.00229854 0.00227619
internal_count=3121 3019 2735 535 2200 1863 1112 710 658 332
is_linear=0
shrinkage=0.00196078


Tree=3771
num_leaves=9
num_cat=0
split_feature=42 43 3 42 2 43 150 2
split_gain=2.17605e-05 4.27047e-05 9.08957e-05 4.13477e-05 6.57875e-05 8.67118e-05 4.50742e-05 1.45672e-05
threshold=-1.0000000180025095e-35 -0.052894999999999991 -0.080734999999999987 0.082250000000000004 0.083215000000000011 1.0000000180025095e-35 0.081835000000000019 0.11389000000000002
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 -3 6 7 -6
right_child=1 3 -4 -5 5 -7 -8 -9
leaf_value=-0.0098159203111990584 -0.002627725938648259 0.024381322490578786 0.035404073983605379 -0.019664946521310081 -0.012675288650082193 0.021582193795063837 0.0042468261989275172 -0.029207816451445254
leaf_weight=0.0018835265590939525 0.0015498458149117394 0.0010036990501483033 0.00105700616714475 0.0011389814092401685 0.0011238386797970124 0.0010064049922867691 0.0011203884581849621 0.0010136960698045733
leaf_count=862 509 109 532 594 221 66 113 115
internal_value=0 0.00200236 0.0127931 -0.00238814 0.00134722 -0.00407434 -0.0119999 -0.0205156
internal_weight=0 0.00901386 0.00260685 0.00640701 0.00526803 0.00426433 0.00325792 0.00213753
internal_count=3121 2259 1041 1218 624 515 449 336
is_linear=0
shrinkage=0.1


Tree=3772
num_leaves=10
num_cat=0
split_feature=484 42 15 16 1 3 0 16 12
split_gain=9.3052e-05 5.12319e-05 5.5846e-05 7.43343e-05 7.62509e-05 6.89271e-05 8.74659e-05 7.71603e-05 6.93793e-05
threshold=-1.0000000180025095e-35 0.10194000000000002 -0.10653 -0.088394999999999987 0.090840000000000018 0.083060000000000009 -0.077999999999999986 0.22339500000000004 0.091475000000000015
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 -4 6 -5 -7 -8
right_child=1 -3 3 5 -6 7 8 -9 -10
leaf_value=-0.00057478095045911386 0.00038062864883549248 -0.00038237479256014153 -7.0478756064978416e-06 -4.0126987298328102e-05 -0.00067495500298723468 0.00025969270934538073 0.00092106155971322687 -0.00047612988575957245 0.00021309975653533003
leaf_weight=0.0010413502533465511 0.001910056487416825 0.0010242412781446527 0.0018005690903096633 0.0016839045168853392 0.0010348598227228215 0.0010052264713517056 0.0010373014218281696 0.0012043485773338691 0.001092928208342542
leaf_count=515 374 319 338 802 130 95 173 69 306
internal_value=0 3.66796e-05 7.65353e-05 1.09718e-05 -0.000250817 0.000134199 0.000293842 -0.000141374 0.000557837
internal_weight=0 0.0117934 0.0107692 0.00885914 0.00283543 0.00602371 0.00381413 0.00220958 0.00213023
internal_count=3121 2606 2287 1913 468 1445 1281 164 479
is_linear=0
shrinkage=0.00196078


Tree=3773
num_leaves=8
num_cat=0
split_feature=52 52 52 15 2 2 3
split_gain=1.91353e-05 5.74553e-05 4.73761e-05 4.60906e-05 6.14804e-05 7.72783e-05 4.67232e-05
threshold=-0.24456499999999998 -0.081429999999999989 -0.0064899999999999992 -0.11713499999999999 0.091185000000000002 0.11018500000000002 -0.082974999999999979
decision_type=2 2 2 2 2 2 2
left_child=-1 -2 -3 -4 6 -6 -5
right_child=1 2 3 4 5 -7 -8
leaf_value=-0.012773877270592851 0.020632217090298371 -0.017438074008801745 -0.015868027519261012 0.031512148908930511 -0.017587696989582884 0.015498907033569495 0.0052195353290788605
leaf_weight=0.0010656148174902182 0.0013334616331431648 0.0015604124001322847 0.0012118594293139273 0.0011674689144720947 0.0017780167114455612 0.0011707223577974791 0.0016050982978657554
leaf_count=364 407 438 330 496 380 190 516
internal_value=0 0.00133437 -0.00169533 0.00184781 0.0056003 -0.0044515 0.0162908
internal_weight=0 0.00982704 0.00849358 0.00693317 0.00572131 0.00294874 0.00277257
internal_count=3121 2757 2350 1912 1582 570 1012
is_linear=0
shrinkage=0.1


Tree=3774
num_leaves=11
num_cat=0
split_feature=47 47 42 1 12 16 2 0 3 4
split_gain=8.68129e-05 9.45872e-05 7.01499e-05 7.32812e-05 0.000151624 0.000122013 9.70486e-05 6.63899e-05 3.97349e-05 4.33532e-06
threshold=0.13148500000000005 0.09550500000000002 -0.088934999999999986 0.094385000000000011 0.088245000000000004 -0.092124999999999985 0.10803500000000001 -0.060129999999999996 0.12178000000000001 -0.043364999999999994
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 -4 -5 -6 -8 -7
right_child=-2 -3 3 6 7 9 8 -9 -10 -11
leaf_value=-0.00049448410632957395 -0.00055723082740309843 0.00048910843672538744 9.4081730491716388e-05 0.00070670350645304827 -7.7797495683252081e-05 -0.0007793423913031916 0.00026952458753522933 0.0005140880602144337 -0.00027059165826026844 -0.00059689232564524126
leaf_weight=0.0010973668973137561 0.0010074758903515372 0.0015806066877065315 0.0012417519675841978 0.0012105144970078561 0.001413864820613265 0.0010025155240053533 0.0010876833683117421 0.0015032541277075759 0.0010098803870215306 0.0010003562308998127
leaf_count=362 65 249 198 380 724 366 204 122 114 337
internal_value=0 4.17403e-05 -2.51756e-05 2.92081e-05 -9.71757e-05 -0.000388822 0.000264615 0.000227214 9.48348e-06 -0.000688216
internal_weight=0 0.0121478 0.0105672 0.00946982 0.00616174 0.00324462 0.00330808 0.00291712 0.00209756 0.00200287
internal_count=3121 3056 2807 2445 1747 901 698 846 318 703
is_linear=0
shrinkage=0.00196078


Tree=3775
num_leaves=9
num_cat=0
split_feature=42 157 0 3 52 42 0 1
split_gain=2.05814e-05 3.96784e-05 5.25612e-05 9.89952e-05 8.03895e-05 0.000167577 5.75445e-05 4.78894e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.084269999999999984 -0.077774999999999983 0.10160000000000001 0.086375000000000021 -0.23001499999999997 0.09697500000000002
decision_type=2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 5 -4 -5 -8
right_child=1 2 4 6 -6 -7 7 -9
leaf_value=-0.009528558732822769 -0.015042417378932582 -0.029664075601862294 0.050913819588908463 -0.010586807099839559 -0.0076188802378416333 -0.003686998770051022 0.00084186646762619366 0.0314374506927345
leaf_weight=0.0018908205674096701 0.0011925877921079202 0.0010383546022942501 0.001177972942504693 0.0013250300602091203 0.0011516280870637915 0.0010751341233295499 0.0010216945950747892 0.0010246677515729243
leaf_count=862 504 481 217 92 254 390 123 198
internal_value=0 0.00194747 0.00454034 -0.00266605 0.0138739 0.0248595 0.00564907 0.0161619
internal_weight=0 0.00900707 0.00781448 0.00440975 0.00340474 0.00225311 0.00337139 0.00204636
internal_count=3121 2259 1755 894 861 607 413 321
is_linear=0
shrinkage=0.1


Tree=3776
num_leaves=8
num_cat=0
split_feature=4 16 2 2 52 3 12
split_gain=1.89389e-05 3.20693e-05 4.35172e-05 5.77866e-05 7.0734e-05 6.88977e-05 4.86923e-05
threshold=0.27287000000000006 -0.36241499999999999 0.10981000000000002 0.095195000000000016 -0.088204999999999992 0.048265000000000009 0.088245000000000004
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 6 -6
right_child=-2 2 -4 -5 5 -7 -8
leaf_value=-0.017314416772264401 0.010365206581427413 -0.01918509798486244 0.015500992208119665 -0.020706721584461844 -0.014277479648914754 0.031052197909594677 0.011710866020604695
leaf_weight=0.0011545052438264444 0.0015080994071341785 0.0012174047847231624 0.0015623315519747031 0.0014485650383762819 0.0012514243305111058 0.0010011065133532782 0.0017007475768626432
leaf_count=139 352 359 370 394 739 75 693
internal_value=0 -0.00171232 0.000489297 -0.00305389 0.00189154 0.00838206 0.000694418
internal_weight=0 0.00933609 0.00818158 0.00661925 0.00517068 0.00395328 0.00295217
internal_count=3121 2769 2630 2260 1866 1507 1432
is_linear=0
shrinkage=0.1


Tree=3777
num_leaves=8
num_cat=0
split_feature=159 2 3 3 2 3 43
split_gain=1.80675e-05 4.66796e-05 5.74693e-05 5.73622e-05 6.91456e-05 5.73297e-05 2.47528e-05
threshold=-1.0000000180025095e-35 0.088225000000000012 -0.078934999999999991 -0.11255999999999998 0.11389000000000002 0.092670000000000016 -0.0030899999999999994
decision_type=2 2 2 2 2 2 2
left_child=-1 2 -2 -3 5 -5 -4
right_child=1 3 6 4 -6 -7 -8
leaf_value=-0.012552638562152524 -0.022278314597516946 0.025424575535345023 0.01448703763552148 -0.0020536522435526997 -0.017386445154871068 0.023852333514080455 -0.0073001186563774649
leaf_weight=0.0010410591256432974 0.0015474278218699901 0.0012837040681770839 0.0010018585366980918 0.0019769540726232537 0.0013691139255113467 0.0015042015386383945 0.001087506316028
leaf_count=509 870 211 206 679 371 110 165
internal_value=0 0.00130525 -0.00767133 0.00662741 0.00165243 0.00914028 0.00314691
internal_weight=0 0.00977077 0.00363679 0.00613397 0.00485027 0.00348116 0.00208936
internal_count=3121 2612 1241 1371 1160 789 371
is_linear=0
shrinkage=0.1


Tree=3778
num_leaves=8
num_cat=0
split_feature=43 43 16 13 42 2 4
split_gain=1.75773e-05 8.82038e-05 5.11485e-05 6.59466e-05 3.45652e-05 3.11735e-05 7.30646e-05
threshold=-0.063379999999999978 -0.092909999999999979 0.22339500000000004 -0.095304999999999987 0.085465000000000013 0.11215000000000001 0.0061450000000000003
decision_type=2 2 2 2 2 2 2
left_child=1 4 3 -2 -1 6 -5
right_child=2 -3 -4 5 -6 -7 -8
leaf_value=-0.017708123681775562 0.018805703557260078 0.024621204336414872 -0.02346040628281014 -0.015340705971633676 0.0065917145221186524 -0.019160619809366262 0.014857171680523487
leaf_weight=0.0012777848281154257 0.0014857713983586745 0.001472001032651285 0.0010411256488664748 0.0016160534537251656 0.001080250575323927 0.0012183389988229144 0.0015890727238673107
leaf_count=323 290 930 228 837 142 172 199
internal_value=0 0.00541404 -0.00302296 0.000577836 -0.00657601 -0.00554461 -0.00036887
internal_weight=0 0.00383004 0.00695036 0.00590924 0.00235804 0.00442347 0.00320513
internal_count=3121 1395 1726 1498 465 1208 1036
is_linear=0
shrinkage=0.1


Tree=3779
num_leaves=10
num_cat=0
split_feature=484 4 0 2 2 43 3 13 1
split_gain=0.000120274 6.27351e-05 6.43266e-05 9.21777e-05 0.000116494 7.60212e-05 0.000148831 9.20632e-05 7.42245e-05
threshold=-1.0000000180025095e-35 0.27044500000000005 0.15398500000000004 0.092875000000000013 0.088225000000000012 -0.074359999999999996 -1.0000000180025095e-35 -0.0021749999999999994 0.104035
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 7 -7 -2 -5
right_child=1 -3 -4 8 -6 6 -8 -9 -10
leaf_value=-0.00064605874869601298 0.00059722902814367273 0.00041115466516392161 0.00043958815139676576 -0.00058019908847643201 0.00049735741610710442 -0.00090691553551146883 0.0001169912914506439 -0.00022786935984230923 3.8659482887103361e-05
leaf_weight=0.0010293203505728444 0.0010138832579830587 0.0016204939657453255 0.0011214500972725602 0.0018640517512477509 0.0018222012843873798 0.0010009321773832634 0.0012003201077670491 0.0010671503255061921 0.0012413009448218326
leaf_count=515 314 346 47 572 320 639 72 117 179
internal_value=0 5.24623e-05 -3.79971e-06 -5.77895e-05 8.21201e-05 -9.4572e-05 -0.00034859 0.00017412 -0.000332823
internal_weight=0 0.0119518 0.0103313 0.00920984 0.00610449 0.00428229 0.00220125 0.00208103 0.00310535
internal_count=3121 2606 2260 2213 1462 1142 711 431 751
is_linear=0
shrinkage=0.00196078


Tree=3780
num_leaves=7
num_cat=0
split_feature=16 1 15 43 48 16
split_gain=1.75426e-05 5.07967e-05 5.90387e-05 4.65799e-05 5.38356e-05 7.36046e-05
threshold=0.38525000000000004 0.077565000000000009 0.088235000000000022 -0.052894999999999991 0.086035000000000014 -0.056919999999999991
decision_type=2 2 2 2 2 2
left_child=1 2 -1 -3 5 -5
right_child=-2 3 -4 4 -6 -7
leaf_value=-0.023407785892115233 0.010393106592249041 0.016888015593579987 0.0052829709842077801 0.020482940821850124 -0.015512638506145508 -0.012874785874345457
leaf_weight=0.0018468056953516773 0.0014059387835505715 0.001842118847270229 0.0011726137722870532 0.001615946872389692 0.0017806548953508416 0.001119890194621809
leaf_count=1107 311 532 404 383 180 204
internal_value=0 -0.00158527 -0.0122655 0.00348631 -0.00197978 0.00682826
internal_weight=0 0.00937803 0.00301942 0.00635861 0.00451649 0.00273584
internal_count=3121 2810 1511 1299 767 587
is_linear=0
shrinkage=0.1


Tree=3781
num_leaves=10
num_cat=0
split_feature=484 4 0 2 2 43 13 1 1
split_gain=5.99509e-05 6.02529e-05 4.99855e-05 8.60027e-05 8.94653e-05 8.61024e-05 9.35362e-05 7.81938e-05 1.00181e-05
threshold=-1.0000000180025095e-35 0.27044500000000005 0.15398500000000004 0.092875000000000013 0.088225000000000012 -0.074359999999999996 -0.0021749999999999994 0.104035 0.092390000000000014
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 6 -2 -5 -7
right_child=1 -3 -4 7 -6 8 -8 -9 -10
leaf_value=-0.00045823551211033356 0.00063138670244881705 0.0003948306624970205 0.00037529187155234764 -0.00058054493122830877 0.00044797540475726772 -0.00049527705011696865 -0.00019886487631599911 5.5137192318979505e-05 -0.00022765997913210239
leaf_weight=0.0010180995988596101 0.0010104919699315297 0.0015736830013825696 0.0011106503142280502 0.0018844458116718402 0.0017312615610534533 0.001032639332156339 0.0010785195226599206 0.0012292691169981662 0.0011222702062597218
leaf_count=515 314 346 47 572 320 560 117 179 151
internal_value=0 3.77199e-05 -1.73786e-05 -6.53623e-05 7.23251e-05 -8.09174e-05 0.000202743 -0.000329583 -0.000355903
internal_weight=0 0.0117732 0.0101995 0.0090889 0.00597518 0.00424392 0.00208901 0.00311371 0.00215491
internal_count=3121 2606 2260 2213 1462 1142 431 751 711
is_linear=0
shrinkage=0.00196078


Tree=3782
num_leaves=10
num_cat=0
split_feature=484 15 12 12 151 0 2 43 16
split_gain=6.90319e-05 8.14755e-05 0.000157296 9.21262e-05 7.9589e-05 0.000124551 0.000106881 9.95135e-05 1.63883e-05
threshold=-1.0000000180025095e-35 1.0000000180025095e-35 0.086850000000000024 0.091545000000000015 -0.044604999999999992 -0.13027499999999997 0.10672500000000001 -0.074359999999999996 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 4 -3 -4 -2 -6 7 -7 -9
right_child=1 2 3 -5 5 6 -8 8 -10
leaf_value=-0.00048523598752277578 -0.0002435848650826317 -0.0008394576244123461 0.00046821716051353009 -0.00033860011506981874 0.00065251664270393555 0.00024379565687647457 0.00057352840439439169 -0.00056544358261967939 -0.00021409513792200002
leaf_weight=0.0010334094002537519 0.0016682225118550068 0.0010661319376794394 0.0011297416267168118 0.001049668413490616 0.0019613518643420988 0.0018219549826963685 0.0012337595191518743 0.001002408081556113 0.0010399093919544625
leaf_count=515 357 342 336 403 178 338 315 190 147
internal_value=0 4.29604e-05 -0.000222282 7.96301e-05 0.000141596 0.00023262 7.10737e-05 -8.93467e-05 -0.000386544
internal_weight=0 0.0119731 0.00324554 0.00217941 0.00872761 0.00705938 0.00509803 0.00386427 0.00204232
internal_count=3121 2606 1081 739 1525 1168 990 675 337
is_linear=0
shrinkage=0.00196078


Tree=3783
num_leaves=9
num_cat=0
split_feature=0 15 16 1 2 0 0 1
split_gain=1.83433e-05 4.42666e-05 5.55096e-05 3.64669e-05 4.48112e-05 9.298e-05 5.14636e-05 4.71553e-05
threshold=-0.061629999999999997 -1.0000000180025095e-35 0.15891500000000003 0.077565000000000009 0.088850000000000012 -0.15090499999999998 -0.10607499999999999 0.11039500000000001
decision_type=2 2 2 2 2 2 2 2
left_child=3 -2 -3 -1 6 7 -5 -6
right_child=1 2 -4 4 5 -7 -8 -9
leaf_value=-0.015945025457334259 0.022513898805059451 0.015557653022816932 -0.014857747720518916 0.0076482275772043464 0.010835162402853689 0.033869462398304719 -0.02167733522080877 -0.018707379374520012
leaf_weight=0.0016544302300484717 0.001102148986554567 0.0010618178351055824 0.0013797471177997428 0.001040116732387214 0.0011641354326557343 0.0010082062301092808 0.0014091818232097684 0.0010082511310226258
leaf_count=1453 267 148 169 125 113 232 539 75
internal_value=0 0.0058789 -0.00163032 -0.00289292 0.000942648 0.00877172 -0.00922397 -0.00287616
internal_weight=0 0.00354371 0.00244156 0.00728432 0.00562989 0.00318059 0.0024493 0.00217239
internal_count=3121 584 317 2537 1084 420 664 188
is_linear=0
shrinkage=0.1


Tree=3784
num_leaves=10
num_cat=0
split_feature=484 42 15 133 151 4 15 12 51
split_gain=9.86829e-05 5.63706e-05 7.33945e-05 0.000194781 0.000139133 9.77888e-05 9.58868e-05 8.9704e-05 8.65918e-05
threshold=-1.0000000180025095e-35 0.10194000000000002 1.0000000180025095e-35 0.083950000000000011 -0.044604999999999992 0.24564500000000003 -0.037864999999999989 1.0000000180025095e-35 0.067785000000000012
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 4 -4 -2 6 8 -8 -6
right_child=1 -3 3 -5 5 -7 7 -9 -10
leaf_value=-0.00058615340171286247 -0.00034828767364017247 -0.00039455310979257484 -0.00055838208326985093 0.00050587373476746681 -0.00045339585672830721 0.00078533211894091356 0.00083837940574111008 0.00012730045967287553 0.00031723283906307821
leaf_weight=0.0010364085189547992 0.0015228598713115989 0.0010251564171489527 0.0018641509194979372 0.0010245593961084633 0.0012652145198947303 0.0013256793141171123 0.0011897646340724918 0.0015984680880155172 0.0010065907856183134
leaf_count=515 326 319 711 192 367 241 120 178 152
internal_value=0 4.48517e-05 8.65713e-05 -0.000180915 0.000184274 0.000311279 0.000187082 0.000430724 -0.000111946
internal_weight=0 0.0118224 0.0107973 0.00288871 0.00790858 0.00638572 0.00506004 0.00278823 0.00227181
internal_count=3121 2606 2287 903 1384 1058 817 298 519
is_linear=0
shrinkage=0.00196078


Tree=3785
num_leaves=9
num_cat=0
split_feature=11 13 39 0 151 4 16 0
split_gain=1.89139e-05 3.75913e-05 4.62028e-05 5.98045e-05 6.46688e-05 4.09687e-05 5.12657e-05 3.55345e-05
threshold=0.078340000000000007 -0.094514999999999988 0.0046100000000000004 -0.053834999999999994 -0.0083949999999999979 0.053180000000000012 -0.073404999999999984 -0.084269999999999984
decision_type=2 2 2 2 2 2 2 2
left_child=1 7 3 4 -3 6 -6 -1
right_child=-2 2 -4 -5 5 -7 -8 -9
leaf_value=0.00036020936876160481 -0.012857908473828648 -0.020028237186011825 0.016907292946467409 -0.023856914654785399 0.010909226152803139 0.017210873611866108 -0.019585267741828401 0.026685337322124449
leaf_weight=0.0010373482001326383 0.0010382209377141913 0.0012566841369167159 0.0011222186616752098 0.0013451363471473354 0.001198808208252478 0.0017927617653709991 0.0010206684993221817 0.0010139355760941425
leaf_count=244 208 334 309 262 726 237 711 90
internal_value=0 0.00133716 -0.00185403 -0.0050373 -0.000232717 0.00596749 -0.00311425 0.0133725
internal_weight=0 0.00978756 0.00773628 0.00661406 0.00526892 0.00401224 0.00221948 0.00205128
internal_count=3121 2913 2579 2270 2008 1674 1437 334
is_linear=0
shrinkage=0.1


Tree=3786
num_leaves=8
num_cat=0
split_feature=50 484 3 16 0 4 13
split_gain=2.04508e-05 3.68953e-05 4.46403e-05 6.57523e-05 6.81484e-05 0.000133992 6.65446e-05
threshold=0.088425000000000017 0.084040000000000017 -0.10519499999999998 -0.094359999999999986 -0.052984999999999997 0.0061450000000000003 -0.011914999999999999
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 6 5 -5 -4
right_child=-2 -3 3 4 -6 -7 -8
leaf_value=0.013008279422560279 -0.013105698446233764 0.019021678912418793 -0.001192010354663598 -0.0083871120021004868 -0.01459405776610144 0.03470409627218568 -0.034418724749428052
leaf_weight=0.0018571930009912098 0.0010756003477485005 0.0010615346680752378 0.0012094184957515217 0.0015453750921765137 0.0014876130578290398 0.0013537191835996621 0.0012016119175521471
leaf_count=314 560 323 317 1045 208 210 144
internal_value=0 0.0014264 -0.000731681 -0.00448554 0.00280576 0.0117341 -0.0177516
internal_weight=0 0.00971647 0.00865493 0.00679774 0.00438671 0.00289909 0.00241103
internal_count=3121 2561 2238 1924 1463 1255 461
is_linear=0
shrinkage=0.1


Tree=3787
num_leaves=11
num_cat=0
split_feature=41 3 47 42 3 49 13 16 0 12
split_gain=9.90424e-05 6.58203e-05 5.41735e-05 6.88779e-05 0.000148398 0.00015048 9.45116e-05 6.82941e-05 8.46779e-05 2.23528e-05
threshold=0.075585000000000013 -0.10519499999999998 0.096175000000000024 0.091295000000000015 -0.078934999999999991 -0.054984999999999992 -0.095539999999999986 -0.032969999999999992 -0.10224499999999999 0.091625000000000012
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 9 3 4 -3 -6 -7 8 -8 -1
right_child=-2 2 -4 -5 5 6 7 -9 -10 -11
leaf_value=0.0001638092712773956 -0.00058429389280958467 -0.00067786195335357293 -0.00031981748797164705 0.00050433246780988222 -0.00044674259110127391 -0.00018425954328853375 -0.00016874934039272542 0.000814786341462068 0.00063138965573978365 0.00057694524036905315
leaf_weight=0.0010133508509799155 0.0010428369120409212 0.0011156881011299439 0.0018755655113168309 0.0011075302871641447 0.0014563269821442557 0.001234064878274696 0.001017263649051847 0.001241706455206131 0.0010167736763612416 0.0010007524129125381
leaf_count=114 170 1087 271 539 176 115 86 215 173 175
internal_value=0 4.55227e-05 -1.92258e-05 4.96172e-05 -2.1496e-05 0.000101247 0.000278206 0.00045243 0.000231224 0.000369085
internal_weight=0 0.012079 0.0100649 0.00818935 0.00708182 0.00596614 0.00450981 0.00327574 0.00203404 0.0020141
internal_count=3121 2951 2662 2391 1852 765 589 474 259 289
is_linear=0
shrinkage=0.00196078


Tree=3788
num_leaves=10
num_cat=0
split_feature=484 42 47 42 3 133 15 16 48
split_gain=9.66878e-05 4.4676e-05 7.61537e-05 7.77533e-05 7.35265e-05 0.000107059 0.000160238 6.25361e-05 9.98651e-05
threshold=-1.0000000180025095e-35 0.10194000000000002 0.10980000000000002 -1.0000000180025095e-35 -0.10023499999999998 0.076280000000000014 1.0000000180025095e-35 -0.056919999999999991 0.086260000000000017
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 -5 6 7 8 -6
right_child=1 -3 -4 4 5 -7 -8 -9 -10
leaf_value=-0.00058173734206986324 -0.00035991930721902842 -0.00034762589464071525 0.00054227192338596045 0.00044411847853296842 0.00067175569849164517 0.00049159090726801991 -0.00082197729795448855 -0.00027303615791841304 -0.00015410450370425714
leaf_weight=0.0010236413727743509 0.001671081872167854 0.0010110864100798872 0.0012318270877142391 0.0018797878100187577 0.0011166513088893522 0.0013256858028552624 0.001031479814368289 0.0013938663418894314 0.0011352531485793182
leaf_count=515 775 319 119 225 135 402 307 243 81
internal_value=0 4.6482e-05 8.34271e-05 2.42656e-05 0.00010571 -2.60632e-07 -0.000139667 5.33751e-05 0.000255415
internal_weight=0 0.0117967 0.0107856 0.00955381 0.00788272 0.00600294 0.00467725 0.00364577 0.0022519
internal_count=3121 2606 2287 2168 1393 1168 766 459 216
is_linear=0
shrinkage=0.00196078


Tree=3789
num_leaves=11
num_cat=0
split_feature=47 50 42 474 43 2 2 13 43 1
split_gain=9.28268e-05 9.11661e-05 0.000105766 7.34791e-05 0.000108028 0.000196003 0.000105099 0.000104189 7.27865e-05 0.000157019
threshold=0.13148500000000005 0.088425000000000017 0.09832500000000001 0.084660000000000027 -0.15323999999999996 0.089775000000000008 0.092875000000000013 -1.0000000180025095e-35 1.0000000180025095e-35 0.094385000000000011
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 7 -7 -6 9 -8
right_child=-2 -3 -4 -5 5 6 8 -9 -10 -11
leaf_value=0.00050738232631004974 -0.00056312055731703406 -0.00049312338970696509 0.00068596955678926891 0.00053604294987631587 -0.0010092807647497765 0.00059718123921344692 -0.00083412687953267675 -0.00021033407469499442 0.00039108198556064616 0.00012003667555189425
leaf_weight=0.0012926314799106874 0.0010416730275710226 0.0010975354799343797 0.0010679482990554991 0.0010225161660518218 0.001088764102397726 0.0012922535049226351 0.0010047844150520152 0.0014813914031065142 0.0010765315221169585 0.0019497993565631569
leaf_count=157 65 532 295 237 843 153 251 169 127 292
internal_value=0 4.63487e-05 9.88547e-05 3.74355e-05 -1.80648e-05 -0.000104111 0.000110579 -0.000548782 -4.54113e-05 -0.000204452
internal_weight=0 0.0123742 0.0112766 0.0102087 0.00918616 0.00789352 0.00532337 0.00257016 0.00403112 0.00295458
internal_count=3121 3056 2524 2229 1992 1835 823 1012 670 543
is_linear=0
shrinkage=0.00196078


Tree=3790
num_leaves=11
num_cat=0
split_feature=484 4 12 150 12 160 47 16 0 43
split_gain=0.00010683 9.08649e-05 5.34609e-05 7.01582e-05 7.14859e-05 6.1536e-05 6.91619e-05 0.000111789 0.000110347 2.77412e-05
threshold=-1.0000000180025095e-35 0.27044500000000005 -0.040564999999999997 0.086615000000000011 0.10673000000000001 -0.082299999999999984 0.09550500000000002 -0.083134999999999987 -0.077999999999999986 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 -4 7 9 -9 -7
right_child=1 -3 3 -5 -6 6 -8 8 -10 -11
leaf_value=-0.0005987966260858679 -0.00042235839353659861 0.00048773444108425823 -0.00027028195033439281 -0.00037446443426059409 -0.00038450675697139459 0.000687841420821328 0.0007164055537195145 -0.00063044690168028556 0.00018862840946875151 0.00025182884244110944
leaf_weight=0.0010598415504240359 0.001111013650657802 0.0015870890759110351 0.0010260840851273592 0.0013883801993392212 0.0010107080499828745 0.001164288080726611 0.0010129475328534941 0.0010018107809179068 0.0017148102904388828 0.0010827891117763944
leaf_count=515 216 346 340 203 191 291 97 376 395 151
internal_value=0 5.04181e-05 -1.56022e-05 3.24642e-05 0.000102967 0.000173325 0.000249484 0.000154199 -0.000113423 0.000477742
internal_weight=0 0.0120999 0.0105128 0.00940182 0.00801344 0.00700273 0.00597665 0.0049637 0.00271662 0.00224708
internal_count=3121 2606 2260 2044 1841 1650 1310 1213 771 442
is_linear=0
shrinkage=0.00196078


Tree=3791
num_leaves=11
num_cat=0
split_feature=484 42 43 42 15 151 0 2 48 15
split_gain=9.84529e-05 5.94776e-05 7.27217e-05 6.86226e-05 0.000132908 6.13173e-05 0.000151998 7.76198e-05 7.11512e-05 4.58613e-05
threshold=-1.0000000180025095e-35 0.10256000000000001 0.12450000000000001 0.08623500000000002 0.024640000000000006 -0.044604999999999992 -0.10151999999999999 0.091545000000000015 0.084485000000000018 -0.036009999999999993
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 -2 8 -8 -7 -5
right_child=1 -3 -4 9 -6 6 7 -9 -10 -11
leaf_value=-0.00058069035994097928 -0.00033106610517784254 -0.00041287140332114155 0.00052017802154355128 0.00063576758566510395 -0.00056881740807253908 0.00077346422699820319 -0.00059390300475993432 0.00014812614270580431 0.00012563236531110648 6.1496256573785705e-05
leaf_weight=0.0010552791414369074 0.0011649055610263468 0.0010038124841768104 0.0013054129357880839 0.0010272961901651196 0.0015681628984660556 0.001469916882689938 0.0010594231568166038 0.0011096963501828414 0.0011711087804100462 0.0011148973340265988
leaf_count=515 244 310 176 277 545 133 223 270 79 349
internal_value=0 4.40083e-05 8.5736e-05 2.71813e-05 -6.07727e-05 7.25646e-05 0.000170315 -0.00021429 0.000486196 0.00033689
internal_weight=0 0.0119946 0.0109908 0.00968541 0.00754321 0.00597505 0.00481015 0.00216912 0.00264103 0.00214219
internal_count=3121 2606 2296 2120 1494 949 705 493 212 626
is_linear=0
shrinkage=0.00196078


Tree=3792
num_leaves=11
num_cat=0
split_feature=484 42 43 15 16 48 42 16 0 16
split_gain=0.000159253 0.000139492 0.00012518 0.000116284 7.11389e-05 8.80873e-05 0.000103096 0.000102396 0.000101244 6.42008e-05
threshold=-0.0068949999999999992 -0.11051499999999999 -0.17390999999999998 -0.10653 0.22339500000000004 0.085875000000000021 0.086325000000000013 -0.013324999999999998 -0.10224499999999999 -0.36241499999999999
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 9 5 6 7 8 -5 -4
right_child=1 2 3 4 -6 -7 -8 -9 -10 -11
leaf_value=-0.00073872105016915812 -0.00065230808869535216 0.00063893119647989781 0.00010770103758134695 -0.00038140719173487353 -0.0004456924183588251 -0.00037001797323298557 -0.00031451034179060791 0.00074558282700607729 0.00040233852187702035 0.00079970042597568753
leaf_weight=0.0010622624854546995 0.0010032191112433414 0.0014992026953090645 0.0010354310883481015 0.0010812472303999017 0.001556086048772728 0.00170986706309725 0.0014070851322475625 0.0013342685085823811 0.0015309548749154586 0.0010264176605789446
leaf_count=503 159 129 200 97 307 221 562 222 504 217
internal_value=0 5.04739e-05 0.000108357 3.38869e-05 -6.61738e-05 1.74349e-05 0.000141183 0.000303657 7.79291e-05 0.000452188
internal_weight=0 0.0131838 0.0121806 0.0106814 0.00861951 0.00706342 0.00535356 0.00394647 0.0026122 0.00206185
internal_count=3121 2618 2459 2330 1913 1606 1385 823 601 417
is_linear=0
shrinkage=0.00196078


Tree=3793
num_leaves=10
num_cat=0
split_feature=484 4 0 16 16 2 16 2 13
split_gain=9.58294e-05 8.18396e-05 5.20205e-05 9.50035e-05 0.000109716 7.76474e-05 7.82415e-05 0.00011418 5.04164e-05
threshold=-1.0000000180025095e-35 0.27044500000000005 0.15398500000000004 0.26676500000000009 -0.014034999999999997 0.092755000000000018 -0.083134999999999987 0.088225000000000012 -0.004174999999999999
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 6 7 -2 -6
right_child=1 -3 -4 -5 8 -7 -8 -9 -10
leaf_value=-0.00058553491185232072 -0.00015277143904672202 0.00045269623409563534 0.00037660094169109662 -0.00058154684258336837 0.00064153846649312991 -0.00046870363285914687 -0.00044292905807499111 0.00065347766362580943 7.3467478281343925e-05
leaf_weight=0.0010252191190905898 0.0015885869669290294 0.0015944428443110436 0.0011115620891477126 0.0012228910702149062 0.0011954748633828112 0.0018873168865869948 0.0010312310457974714 0.0011746949148060577 0.001207206535432799
leaf_count=515 433 346 47 295 373 384 445 114 169
internal_value=0 3.89956e-05 -2.43141e-05 -7.21945e-05 4.8519e-06 -0.000143688 1.79691e-05 0.000189972 0.000356116
internal_weight=0 0.0120134 0.010419 0.0093074 0.00808451 0.00568183 0.00379451 0.00276328 0.00240268
internal_count=3121 2606 2260 2213 1918 1376 992 547 542
is_linear=0
shrinkage=0.00196078


Tree=3794
num_leaves=10
num_cat=0
split_feature=484 4 0 2 2 1 43 13 3
split_gain=0.000113318 7.19773e-05 6.83569e-05 8.75949e-05 0.00014007 9.83061e-05 8.04573e-05 0.000118364 0.000109414
threshold=-1.0000000180025095e-35 0.27044500000000005 0.15398500000000004 0.092875000000000013 0.088225000000000012 0.104035 -0.074359999999999996 -0.0034749999999999994 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 6 -5 7 -2 -8
right_child=1 -3 -4 5 -6 -7 8 -9 -10
leaf_value=-0.00060757859799960806 0.00063797580889378251 0.00043019520217044854 0.00043909731770274757 -0.0006042644196771089 0.00052203121538092713 9.6663644219005851e-05 -0.00084742847400144162 -0.00027861498778653123 1.9876678175840369e-05
leaf_weight=0.0011017153846089979 0.0010155095090085831 0.0016478032726107835 0.0011605654676753721 0.0019510365249595712 0.0018555121311929698 0.0012700959009909196 0.0010368801724866213 0.0011608368013920254 0.0012139524731191774
leaf_count=515 307 346 47 572 320 179 639 124 72
internal_value=0 4.88e-05 -1.01311e-05 -6.49889e-05 6.97992e-05 -0.000327888 -0.00011974 0.000149077 -0.000379661
internal_weight=0 0.0123122 0.0106644 0.00950382 0.00628269 0.00322113 0.00442718 0.00217635 0.00225083
internal_count=3121 2606 2260 2213 1462 751 1142 431 711
is_linear=0
shrinkage=0.00196078


Tree=3795
num_leaves=8
num_cat=0
split_feature=52 52 52 12 43 0 52
split_gain=2.18144e-05 4.93784e-05 4.48922e-05 4.44927e-05 6.46209e-05 7.49041e-05 2.48698e-05
threshold=-0.26636999999999994 -0.081429999999999989 -0.0064899999999999992 0.092355000000000007 -0.0037449999999999996 -0.10224499999999999 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2
left_child=-1 -2 -3 4 -4 -6 -5
right_child=1 2 3 6 5 -7 -8
leaf_value=-0.014089294508647009 0.018566408132170104 -0.016721750645555616 -0.0079257014103763911 7.2751592334741771e-05 0.00065747455953431202 0.03162222101284741 -0.021612932385685887
leaf_weight=0.0010062842143373487 0.0014297413151328929 0.001581980237853514 0.0018077179264236144 0.0011170471644535551 0.0015946680289754822 0.001531470872899893 0.0010043157650752061
leaf_count=354 417 438 781 238 204 314 375
internal_value=0 0.00135257 -0.00149688 0.00191696 0.00712415 0.0158269 -0.0101939
internal_weight=0 0.0100669 0.0086372 0.00705522 0.00493386 0.00312614 0.00212136
internal_count=3121 2767 2350 1912 1299 518 613
is_linear=0
shrinkage=0.1


Tree=3796
num_leaves=10
num_cat=0
split_feature=47 42 131 133 15 1 3 2 0
split_gain=8.85209e-05 9.28325e-05 9.00469e-05 7.15242e-05 0.000150206 8.39432e-05 9.65585e-05 5.95411e-05 8.09959e-05
threshold=0.13148500000000005 0.09832500000000001 0.084390000000000007 0.083950000000000011 0.035560000000000008 1.0000000180025095e-35 -0.10115999999999999 0.098035000000000011 -0.12333499999999999
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 -1 -7 8 -8
right_child=-2 -3 -4 -5 -6 6 7 -9 -10
leaf_value=-0.00033636646500723161 -0.00055738860373978313 0.0005571539273573346 -0.00056433762234666318 0.0003867776161453074 -0.00055250707725713845 0.00070312703166398839 0.00018922401239010686 0.0003357313203188728 -0.0005531783847018719
leaf_weight=0.0013560794778813435 0.001023473692748327 0.0012159312117131964 0.0010347520344976173 0.0018922692459208473 0.0017156161074585365 0.0011860161584400291 0.0012657793416719909 0.0017849220059335952 0.0010205092563048924
leaf_count=331 65 394 440 667 624 184 82 215 119
internal_value=0 4.24584e-05 -1.3142e-05 4.26588e-05 -3.55224e-05 9.85932e-05 0.000210789 6.73624e-05 -0.000142155
internal_weight=0 0.0124719 0.0112559 0.0102212 0.00832892 0.00661331 0.00525723 0.00407121 0.00228629
internal_count=3121 3056 2662 2222 1555 931 600 416 201
is_linear=0
shrinkage=0.00196078


Tree=3797
num_leaves=11
num_cat=0
split_feature=484 47 15 16 42 4 403 15 3 1
split_gain=0.00016704 7.03747e-05 9.54915e-05 8.20059e-05 7.72509e-05 0.000135525 6.38442e-05 0.000137278 8.02662e-05 5.85447e-05
threshold=-0.0068949999999999992 0.13148500000000005 -0.10653 -0.27167499999999994 0.091295000000000015 0.055260000000000011 0.03138500000000001 0.050935000000000008 -0.077774999999999983 0.086560000000000012
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 6 7 8 -4 -10
right_child=1 -3 4 -5 -6 -7 -8 -9 9 -11
leaf_value=-0.0007788338341159157 8.9293737854466071e-05 -0.00044321413483033677 -0.00037360650242041908 0.00085450978329196529 0.00036493492710199665 -0.000662043517400823 0.00047208691707313681 -0.00069989512189148179 0.00058870750807762582 4.6655207594054549e-05
leaf_weight=0.0010022941590524361 0.0010865802930217798 0.0010125763299253113 0.0010239856420113627 0.0010673487610576796 0.0019008266669739175 0.0012684950859381842 0.0010890673714014677 0.0010084972034626943 0.0012496559485701748 0.0019795916066603671
leaf_count=503 222 55 406 215 451 177 195 595 100 202
internal_value=0 5.26492e-05 9.56591e-05 0.000468486 1.1307e-05 -7.69145e-05 3.99579e-05 -4.94837e-05 0.000104737 0.000256419
internal_weight=0 0.0126866 0.011674 0.00215393 0.00952012 0.00761929 0.0063508 0.00526173 0.00425323 0.00322925
internal_count=3121 2618 2563 437 2126 1675 1498 1303 708 302
is_linear=0
shrinkage=0.00196078


Tree=3798
num_leaves=9
num_cat=0
split_feature=457 1 403 0 12 4 1 2
split_gain=2.12818e-05 3.72431e-05 5.15808e-05 0.000119708 6.01165e-05 0.000101172 5.82235e-05 3.98057e-05
threshold=0.045365000000000009 0.13146500000000003 0.03138500000000001 0.13134000000000004 0.088365000000000013 0.181285 0.10557500000000002 0.090050000000000005
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 4 6 -6 7 -1
right_child=-2 -3 -4 -5 5 -7 -8 -9
leaf_value=-0.0018791074539864503 0.010833510896436693 0.015605014517258028 0.014480566072723406 0.02389324231841302 -0.045035208290668448 -0.0033511401063580481 0.010780493277655522 -0.027803385426883556
leaf_weight=0.0012066750207701178 0.0015461239048330183 0.0010884942112612444 0.0012773277948468333 0.0010498678915953352 0.0012286816307133137 0.0011067369451704875 0.0014603775318793475 0.0011632643916040584
leaf_count=712 289 219 321 57 995 87 196 245
internal_value=0 -0.00180998 -0.00404197 -0.00732088 -0.0126359 -0.0252814 -0.00492559 -0.0146038
internal_weight=0 0.00958143 0.00849293 0.0072156 0.00616574 0.00233542 0.00383032 0.00236994
internal_count=3121 2832 2613 2292 2235 1082 1153 957
is_linear=0
shrinkage=0.1


Tree=3799
num_leaves=13
num_cat=0
split_feature=484 403 3 133 0 13 47 12 3 15 15 3
split_gain=0.000173303 9.82707e-05 7.77777e-05 8.35079e-05 9.12712e-05 0.000110368 0.000178147 0.000238873 0.000108789 6.35003e-05 8.33649e-05 4.99004e-05
threshold=-0.0068949999999999992 0.096440000000000012 -0.15447499999999995 0.083950000000000011 -0.10607499999999999 -0.063184999999999977 0.09550500000000002 0.089885000000000007 0.12178000000000001 -0.08730499999999998 -0.10653 -0.055119999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 8 -6 7 -7 9 10 -4 -5
right_child=1 -3 3 11 5 6 -8 -9 -10 -11 -12 -13
leaf_value=-0.00074604539997397243 0.00061840497685742006 -0.00053583344399632516 0.00052499957585245747 0.00011872222961600074 -0.00069172732610363525 -0.00096916978647172095 0.00060654883293306437 0.00033132469858435478 -0.00034740394037708396 0.00074729943866197067 -0.00024588680527896196 0.00069164310374528442
leaf_weight=0.0011279445799514841 0.0010280720105064487 0.0010041158924604223 0.0011500457675814209 0.0012597426866560726 0.0013585896523629166 0.0011494167448440964 0.0011232050855972259 0.0010292595017338171 0.0011417927290046648 0.0010702132932469159 0.0010156509802634606 0.0010904055864434728
leaf_count=503 179 215 88 568 480 344 51 252 92 111 60 178
internal_value=0 5.41817e-05 0.000101896 5.52689e-05 -3.03503e-05 -0.00022132 -2.77666e-05 -0.000354785 0.000172955 0.000356564 0.000163476 0.000384542
internal_weight=0 0.0134205 0.0124164 0.0113883 0.00903817 0.00466047 0.00330188 0.00217868 0.0043777 0.00323591 0.0021657 0.00235015
internal_count=3121 2618 2403 2224 1478 1127 647 596 351 259 148 746
is_linear=0
shrinkage=0.00196078


Tree=3800
num_leaves=8
num_cat=0
split_feature=52 0 13 16 151 1 2
split_gain=1.9707e-05 4.34275e-05 5.67502e-05 3.66925e-05 7.29943e-05 8.45936e-05 7.85532e-05
threshold=-0.26636999999999994 -0.062294999999999996 -0.029529999999999997 -0.056919999999999991 -0.0083949999999999979 0.086455000000000018 0.090425000000000019
decision_type=2 2 2 2 2 2 2
left_child=-1 3 -3 4 -2 -6 -7
right_child=1 2 -4 -5 5 6 -8
leaf_value=-0.013394582821605362 -0.020821677395196525 -0.0063674350904992794 0.022448503637004624 -0.014662601891243269 -0.013891367845094885 0.0023251081033318368 0.035650685509564677
leaf_weight=0.0010079311681112429 0.0011527524662905434 0.0010972101090652698 0.0018123197447677338 0.0019369561346639858 0.0012656587246443222 0.001589675957430084 0.0012742863910595475
leaf_count=354 176 173 249 878 851 293 147
internal_value=0 0.00126747 0.0115818 -0.00288939 0.00142765 0.00763838 0.0171529
internal_weight=0 0.0101289 0.00290953 0.00721933 0.00528237 0.00412962 0.00286396
internal_count=3121 2767 422 2345 1467 1291 440
is_linear=0
shrinkage=0.1


Tree=3801
num_leaves=7
num_cat=0
split_feature=151 16 0 1 0 0
split_gain=2.181e-05 5.71993e-05 5.38107e-05 0.000101502 5.99172e-05 9.62503e-05
threshold=-0.086944999999999981 -0.48836499999999994 -0.084269999999999984 0.094385000000000011 -0.053834999999999994 0.041630000000000007
decision_type=2 2 2 2 2 2
left_child=-1 -2 3 -3 -4 -6
right_child=1 2 4 -5 5 -7
leaf_value=0.013374183056595636 0.018319243254568907 -0.030434655841661808 0.01648006963086782 0.0022310445923260612 -0.0275451389929206 0.0086627599624523478
leaf_weight=0.0010910792610384244 0.0012695577396532398 0.0018148931219366428 0.0018910213613520035 0.0019989450499078446 0.0012453131896288895 0.0017886699490442266
leaf_count=261 236 863 1072 220 252 217
internal_value=0 -0.00151492 -0.00439638 -0.0133136 0.00250896 -0.00619895
internal_weight=0 0.0100084 0.00873884 0.00381384 0.004925 0.00303398
internal_count=3121 2860 2624 1083 1541 469
is_linear=0
shrinkage=0.1


Tree=3802
num_leaves=9
num_cat=0
split_feature=50 157 51 43 2 2 43 1
split_gain=2.22075e-05 4.05339e-05 4.30566e-05 5.97218e-05 6.49436e-05 6.89969e-05 6.08816e-05 9.39627e-05
threshold=0.088425000000000017 -0.072409999999999988 -0.031924999999999995 -0.15323999999999996 0.088225000000000012 0.092875000000000013 1.0000000180025095e-35 0.10557500000000002
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 -5 -6 7 -7
right_child=-2 2 3 4 5 6 -8 -9
leaf_value=0.020207531926576778 -0.013563648585122124 -0.018566480216417488 0.021021738694005671 -0.018421446449961198 0.022855066917558356 -0.035110900316887038 0.016599694774954165 0.005892746413750951
leaf_weight=0.0010313493740766828 0.0010954499592603388 0.0011753656515089998 0.0013577141957291389 0.0017606515070071795 0.0013824224542334849 0.0010344960189397408 0.0010093813768016144 0.0012155515056073345
leaf_count=297 560 349 176 835 271 272 178 183
internal_value=0 0.00143655 -0.000730004 0.00197152 -0.00206827 0.00413448 -0.00380549 -0.0129593
internal_weight=0 0.00996693 0.00893558 0.00776022 0.0064025 0.00464185 0.00325943 0.00225005
internal_count=3121 2561 2264 1915 1739 904 633 455
is_linear=0
shrinkage=0.1


Tree=3803
num_leaves=9
num_cat=0
split_feature=457 1 403 0 12 4 3 2
split_gain=2.14731e-05 3.76732e-05 3.81701e-05 8.42371e-05 5.36663e-05 8.38844e-05 4.06425e-05 5.6692e-05
threshold=0.045365000000000009 0.13146500000000003 0.03138500000000001 0.13134000000000004 0.088365000000000013 0.181285 0.088060000000000013 0.088850000000000012
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 4 6 -6 7 -1
right_child=-2 -3 -4 -5 5 -7 -8 -9
leaf_value=-0.010785293388157681 0.010943083893631182 0.015733231134724288 0.011905230183864718 0.019456403542179285 -0.041735882642204819 -0.0035061633706393622 -0.016247873031054409 0.02131060189873682
leaf_weight=0.0011405570157788482 0.0015312954919348845 0.0010832696752016953 0.0012682377298081872 0.0010350488186485207 0.0012001477209669614 0.0011000344287605338 0.0015971719936144213 0.001063459255695258
leaf_count=679 289 219 321 57 995 87 176 298
internal_value=0 -0.0018186 -0.00408084 -0.00692178 -0.0113966 -0.023453 -0.00410107 0.00470129
internal_weight=0 0.00948793 0.00840466 0.00713642 0.00610137 0.00230018 0.00380119 0.00220402
internal_count=3121 2832 2613 2292 2235 1082 1153 977
is_linear=0
shrinkage=0.1


Tree=3804
num_leaves=11
num_cat=0
split_feature=484 42 42 43 15 12 3 49 3 0
split_gain=9.77384e-05 7.51552e-05 7.89072e-05 8.81077e-05 7.66131e-05 6.78975e-05 5.86526e-05 5.7771e-05 6.74062e-05 6.91383e-05
threshold=-1.0000000180025095e-35 0.10194000000000002 -1.0000000180025095e-35 -0.074359999999999996 1.0000000180025095e-35 0.051320000000000005 -0.084074999999999997 -0.043469999999999995 0.090900000000000009 -0.14794999999999997
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 5 6 7 -2 -4 -5 -9 -10
right_child=1 -3 3 4 -6 -7 -8 8 9 -11
leaf_value=-0.00058150976261113984 0.00012682310690832947 -0.00046221373383855725 0.00019300776077666552 0.0005724941187454758 -0.00036000113122789621 -0.00055981018491750849 0.00083184492659911882 0.00035451465623138575 -0.00053397399246395214 0.00014320153674425356
leaf_weight=0.0010529140801567227 0.0010366312269890214 0.001039330714971161 0.0011066442061699946 0.0010707641715777452 0.0013346638382653337 0.0011884755427175411 0.0011035358689712527 0.0017304089304087866 0.0010367664959670675 0.0013147460775540104
leaf_count=515 127 319 194 103 347 673 389 253 68 133
internal_value=0 4.1629e-05 8.95716e-05 0.000173867 5.86755e-05 -0.000239922 0.000511977 0.000167122 6.07857e-05 -0.000155361
internal_weight=0 0.011962 0.0109226 0.00869753 0.00648735 0.00222511 0.00221018 0.00515269 0.00408192 0.00235151
internal_count=3121 2606 2287 1487 904 800 583 557 454 201
is_linear=0
shrinkage=0.00196078


Tree=3805
num_leaves=9
num_cat=0
split_feature=48 4 42 43 4 4 52 12
split_gain=0.000115007 0.000111773 9.20322e-05 7.28573e-05 8.19529e-05 0.000116928 7.49444e-05 4.45783e-05
threshold=0.12474000000000002 0.27834500000000006 0.092395000000000019 0.15359500000000004 0.055260000000000011 0.0061450000000000003 -0.087769999999999987 0.084100000000000022
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 -1 -8
right_child=-2 -3 -4 -5 -6 -7 7 -9
leaf_value=-0.00052352194584349759 -0.00063152347213846552 0.00054074226397046103 -0.00046673944908271441 0.00051924113713476777 -0.00037998868661999474 0.00061561383344343849 0.00028274236518919437 -0.00014086501125615299
leaf_weight=0.0010083692993182332 0.0010512237203111957 0.0015259495552328315 0.0015595570861501864 0.0011111208244136651 0.0018370351550964529 0.0012941981181822625 0.0019702398805946635 0.0018537711908374207
leaf_count=452 102 320 507 160 216 111 349 904
internal_value=0 4.448e-05 -2.67303e-05 4.88883e-05 -1.67375e-05 9.21822e-05 -4.80022e-05 7.73896e-05
internal_weight=0 0.0121602 0.0106343 0.00907473 0.00796361 0.00612658 0.00483238 0.00382401
internal_count=3121 3019 2699 2192 2032 1816 1705 1253
is_linear=0
shrinkage=0.00196078


Tree=3806
num_leaves=11
num_cat=0
split_feature=484 133 133 15 42 0 52 1 4 16
split_gain=0.000201445 0.000104905 0.000127453 0.000201181 8.98061e-05 8.39604e-05 0.000228358 0.000184733 0.00014867 0.000113295
threshold=-0.0068949999999999992 0.10722500000000001 0.083950000000000011 0.024640000000000006 0.081660000000000024 -0.12333499999999999 0.096795000000000006 0.11061500000000002 0.053180000000000012 -0.094359999999999986
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 5 -5 7 8 9 -7 -2
right_child=1 -3 -4 4 -6 6 -8 -9 -10 -11
leaf_value=-0.00084512914132649013 0.00030586491954971858 -0.00054190776446615607 0.00063466163774549705 -0.00088842305131090328 -8.8253889772524563e-05 -0.0006904562301756356 0.00071052093956592091 -0.00019943569161228099 0.00012156930463206102 0.0011989737743428425
leaf_weight=0.0010169187541639426 0.0010947165079272514 0.0010211946375910637 0.0015638588117763324 0.001106525767693376 0.0010519137124328291 0.0016137917771932399 0.0012929693484615293 0.0012268591498249271 0.0018728459632097948 0.0010896435443028584
leaf_count=503 84 364 425 436 307 440 146 105 227 84
internal_value=0 6.12285e-05 0.000112929 3.40914e-05 -0.000498461 0.000174429 6.71808e-06 0.000409417 -0.000254277 0.000751382
internal_weight=0 0.0129343 0.0119131 0.0103493 0.00215844 0.00819083 0.00477961 0.00341122 0.00348664 0.00218436
internal_count=3121 2618 2254 1829 743 1086 813 273 667 168
is_linear=0
shrinkage=0.00196078


Tree=3807
num_leaves=9
num_cat=0
split_feature=43 40 4 0 15 15 3 13
split_gain=2.40614e-05 5.63562e-05 6.03872e-05 7.2429e-05 5.07359e-05 5.33346e-05 8.09185e-05 0.000141529
threshold=0.16180500000000003 -0.013874999999999998 -0.35136499999999998 -0.060129999999999996 -0.11713499999999999 -0.097454999999999986 0.092670000000000016 -0.0034749999999999994
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 -4 -6 7 -7
right_child=-2 2 3 -5 5 6 -8 -9
leaf_value=0.022973501214184917 -0.014781983176364874 -0.02184598636870529 -0.020363519406914787 0.021608564295642327 0.021296512044381516 0.0060572081327435025 0.020587517232978025 -0.039344932081250665
leaf_weight=0.0010820673247739091 0.0010095119213759047 0.0012220954226545983 0.0012903785050997528 0.0015247736402969215 0.0011022322916318856 0.001700645591356897 0.0010164895525139328 0.0011514349145189983
leaf_count=309 218 204 254 250 86 1308 113 379
internal_value=0 0.00141041 -0.00117979 0.00206401 -0.00269564 0.00189079 -0.00363829 -0.0122724
internal_weight=0 0.0100901 0.00900805 0.00778595 0.00626118 0.0049708 0.00386857 0.00285208
internal_count=3121 2903 2594 2390 2140 1886 1800 1687
is_linear=0
shrinkage=0.1


Tree=3808
num_leaves=12
num_cat=0
split_feature=484 403 42 42 151 2 16 43 15 2 2
split_gain=0.000178432 0.000143574 0.000114839 0.000110284 0.000124184 0.000214492 0.000205271 0.000241434 9.68695e-05 8.13703e-05 4.29669e-05
threshold=-0.0068949999999999992 -1.0000000180025095e-35 -0.11051499999999999 0.10194000000000002 -0.0083949999999999979 0.09167500000000002 -0.48836499999999994 -0.074359999999999996 1.0000000180025095e-35 0.098260000000000014 0.084245000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 5 -4 -6 10 9 -9 -8
right_child=1 2 3 -5 6 -7 7 8 -10 -11 -12
leaf_value=-0.00077353464667732506 -0.0006625656501477149 -0.00052359035441925815 0.00041972516114717283 -0.00043809541514167478 0.0011305965574120267 -0.00080041317149957629 0.001068111027206383 -0.0001425140395960147 -0.00049388920000731124 0.00042026817851920724 0.00050520211256706272
leaf_weight=0.0010903456950637604 0.001005034282953724 0.0010194847221592874 0.0011099164590646906 0.0010667622532655177 0.0010799959822716037 0.0011058028400363577 0.0010092687320784684 0.001989510147253556 0.0012266017259774317 0.001961665138885038 0.0010783615681548265
leaf_count=503 703 114 208 191 108 161 164 193 276 244 256
internal_value=0 5.07348e-05 0.000107418 0.000162742 0.000223432 -0.000189211 0.000332989 0.000214425 -1.25369e-05 0.000136894 0.000777341
internal_weight=0 0.0136524 0.0126474 0.0116279 0.0105611 0.00221572 0.0083454 0.00726541 0.00517778 0.00395118 0.00208763
internal_count=3121 2618 1915 1801 1610 369 1241 1133 713 437 420
is_linear=0
shrinkage=0.00196078


Tree=3809
num_leaves=10
num_cat=0
split_feature=484 15 15 156 42 43 13 0 1
split_gain=0.000147216 8.83859e-05 7.48953e-05 6.42987e-05 0.000101391 9.87487e-05 9.03989e-05 0.000142067 4.89524e-05
threshold=-0.0068949999999999992 -0.10653 -0.095869999999999983 0.08426500000000002 -1.0000000180025095e-35 -0.084004999999999982 -0.095304999999999987 -0.13843999999999998 0.111945
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 8 -3 4 -4 -6 -7 -8 -2
right_child=1 2 3 -5 5 6 7 -9 -10
leaf_value=-0.000729950483428382 0.00014901458028118957 -0.00051527402829356207 -0.00031197239186853322 -0.00043002883091959994 0.00062132686281725239 0.00040976711185433152 0.00036634007161243163 -0.00050321303058068173 0.00072019625541297299
leaf_weight=0.0010022644026039728 0.0013483947085452998 0.0010826959692277873 0.0018911389286956947 0.0010404619703087399 0.0016307975458751548 0.0017996161557591425 0.001224637547528998 0.00176131775740789 0.0010082237276426839
leaf_count=503 216 96 619 327 212 144 92 679 233
internal_value=0 5.04212e-05 -2.70644e-05 2.94808e-05 8.70315e-05 0.000204632 6.2634e-05 -0.000146581 0.000393381
internal_weight=0 0.0127873 0.0104307 0.00934797 0.00830751 0.00641637 0.00478557 0.00298596 0.00235662
internal_count=3121 2618 2169 2073 1746 1127 915 771 449
is_linear=0
shrinkage=0.00196078


Tree=3810
num_leaves=11
num_cat=0
split_feature=484 42 15 43 2 16 49 3 0 1
split_gain=0.00014649 9.38827e-05 9.05966e-05 7.86915e-05 7.01747e-05 6.76473e-05 0.000147773 7.93904e-05 7.57193e-05 2.0727e-05
threshold=-0.0068949999999999992 0.10256000000000001 -0.10653 0.13895500000000002 0.11215000000000001 -0.088394999999999987 -0.020744999999999996 0.083060000000000009 -0.077999999999999986 0.077845000000000011
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 5 -2 6 -4 8 -7 -10
right_child=1 -3 3 -5 -6 7 -8 -9 9 -11
leaf_value=-0.00072563141045850791 0.00079801539604988474 -0.00051407500768383568 7.5206950401647164e-05 0.00045958957878529968 8.8902511082415575e-05 -7.1095755136467282e-05 -0.00089484016778460277 -0.0002765507162800822 0.00027704564843519591 0.00066846508828745323
leaf_weight=0.0010107992067473282 0.001137275141861048 0.0010418779400088425 0.0014705474451415785 0.0013348663951870043 0.0010157779656151009 0.00181742823535895 0.0010243282561296376 0.0017997639372210328 0.0010198512342168647 0.0010615008074585687
leaf_count=503 242 311 129 136 141 766 293 156 198 246
internal_value=0 4.99029e-05 0.000100205 1.81208e-05 0.000463467 -5.3803e-05 -0.000323068 6.40838e-05 0.000221328 0.000476672
internal_weight=0 0.0127232 0.0116813 0.00952829 0.00215305 0.00819342 0.00249488 0.00569854 0.00389878 0.00208135
internal_count=3121 2618 2307 1924 383 1788 422 1366 1210 444
is_linear=0
shrinkage=0.00196078


Tree=3811
num_leaves=12
num_cat=0
split_feature=484 133 133 15 3 3 15 16 0 12 2
split_gain=0.000135565 8.0485e-05 0.000110825 0.000160597 0.000113479 0.000153631 0.000139525 0.000116995 0.000161426 9.20666e-05 1.81562e-05
threshold=-0.0068949999999999992 0.10722500000000001 0.083950000000000011 0.024640000000000006 -0.10519499999999998 -0.0087149999999999988 -0.016799999999999995 -0.056919999999999991 -0.20211999999999997 0.088930000000000023 0.091055000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 10 -6 7 8 -7 -5 -2
right_child=1 -3 -4 9 5 6 -8 -9 -10 -11 -12
leaf_value=-0.00067818382549414424 0.00036607481567898809 -0.00045702500251564683 0.00058613109719278197 -0.00088248243123613835 -0.00055345179640063017 -0.00014597117784479968 0.00080234548943590564 -0.00049315098692085464 0.00084403282330679122 -7.3057411279430748e-05 0.00073852179950868171
leaf_weight=0.0010665494946479346 0.0010080496333541456 0.0011092012848621128 0.0015405954479622867 0.0010167444285757461 0.0014092736629128253 0.0016344860664441185 0.001083228374177409 0.0012310859055421619 0.0010337024280262768 0.0011528648372930118 0.0010048230658131485
leaf_count=503 78 364 425 412 454 88 84 103 130 331 149
internal_value=0 4.85189e-05 9.48051e-05 2.32223e-05 0.000145996 1.81386e-05 0.00017981 6.86787e-06 0.000237574 -0.000452378 0.000552
internal_weight=0 0.0132241 0.0121149 0.0105743 0.00840465 0.00639178 0.0049825 0.00389927 0.00266819 0.00216961 0.00201287
internal_count=3121 2618 2254 1829 1086 859 405 321 218 743 227
is_linear=0
shrinkage=0.00196078


Tree=3812
num_leaves=9
num_cat=0
split_feature=48 0 48 0 16 3 52 16
split_gain=2.37336e-05 5.23521e-05 4.63937e-05 5.88543e-05 0.000136383 4.41448e-05 9.45952e-05 5.18399e-05
threshold=0.11926500000000002 -0.17169499999999996 0.086665000000000006 -0.11756999999999999 -0.23935499999999996 -0.078934999999999991 0.083680000000000018 0.22339500000000004
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 -5 6 -6 -7
right_child=-2 2 -4 4 5 7 -8 -9
leaf_value=0.017712829262036767 -0.014732726665609706 -0.024201318572774789 0.01800439523795334 0.029457494024775682 -0.037964314764534712 0.013875350116063254 0.002583622356607708 -0.013520555271536165
leaf_weight=0.0016434102072081765 0.0010065890596160252 0.0012624478687221878 0.0010428426457006791 0.0012212100442105722 0.0011686071875853968 0.0014407436601688408 0.001133330838490796 0.0013267699901089497
leaf_count=163 117 206 354 217 856 519 513 176
internal_value=0 0.00135955 -0.00176693 -0.00449672 -0.000542285 -0.00776911 -0.018001 0.000741516
internal_weight=0 0.0102394 0.00859595 0.00755311 0.00629066 0.00506945 0.00230194 0.00276751
internal_count=3121 3004 2841 2487 2281 2064 1369 695
is_linear=0
shrinkage=0.1


Tree=3813
num_leaves=11
num_cat=0
split_feature=484 42 42 43 15 52 52 4 1 2
split_gain=8.37258e-05 7.95475e-05 7.7608e-05 0.000107181 0.000100831 6.96992e-05 6.39504e-05 7.71687e-05 5.88936e-05 4.44964e-05
threshold=-1.0000000180025095e-35 0.10256000000000001 -1.0000000180025095e-35 -0.074359999999999996 1.0000000180025095e-35 -0.081429999999999989 -0.0064899999999999992 -1.0000000180025095e-35 0.090405000000000013 0.090050000000000005
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 8 9 5 -5 -7 -8 -2 -4
right_child=1 -3 3 4 -6 6 7 -9 -10 -11
leaf_value=-0.00053392450934439378 -0.00057575318298852898 -0.0004840795405176789 0.00077652854780524709 0.00062449936532074808 -0.00042495642604147786 -0.00035896821326336377 0.00056754073294735901 -4.9233080698747531e-05 4.8386922699162722e-05 0.00022707979025163636
leaf_weight=0.0010713820565920055 0.0010596385081153431 0.0010318208312114193 0.0012773581160880185 0.001026349816096124 0.0014056178158141841 0.0010732082637746679 0.0012829937274035433 0.0019890217879745004 0.0012874832605264475 0.0010185043388020257
leaf_count=515 661 310 372 173 349 81 81 227 139 213
internal_value=0 3.73046e-05 8.4412e-05 0.000166625 4.2585e-05 0.00016493 5.63787e-05 0.000192611 -0.000233389 0.000532779
internal_weight=0 0.012452 0.0114202 0.00907305 0.00677719 0.00537157 0.00434522 0.00327202 0.00234712 0.00229586
internal_count=3121 2606 2296 1496 911 562 389 308 800 585
is_linear=0
shrinkage=0.00196078


Tree=3814
num_leaves=8
num_cat=0
split_feature=42 49 42 52 16 0 16
split_gain=2.26284e-05 3.43787e-05 5.73141e-05 5.51797e-05 6.65816e-05 0.000114174 6.29927e-05
threshold=-1.0000000180025095e-35 -0.081404999999999991 0.091545000000000015 -0.0064899999999999992 -0.29154999999999992 -0.083914999999999976 0.013515000000000001
decision_type=2 2 2 2 2 2 2
left_child=-1 -2 3 6 -5 -6 -3
right_child=1 2 -4 4 5 -7 -8
leaf_value=-0.0097942336049636827 0.01645402744503421 -0.024868280291857794 -0.018104065515517655 -0.0093938695528153517 0.038402438312100412 -0.0012943111654096357 0.0084860838669499183
leaf_weight=0.0019763283563426987 0.0013960737361853456 0.0011843385760230371 0.001507607893573599 0.0011898425315498467 0.0014598552082954871 0.0014384271905563831 0.0010848979719644976
leaf_count=862 207 356 649 207 324 194 322
internal_value=0 0.00199268 -0.000574288 0.00358279 0.0105239 0.0187008 -0.00892191
internal_weight=0 0.00926104 0.00786497 0.00635736 0.00408812 0.00289828 0.00226924
internal_count=3121 2259 2052 1403 725 518 678
is_linear=0
shrinkage=0.1


Tree=3815
num_leaves=11
num_cat=0
split_feature=484 4 4 15 12 1 43 2 15 15
split_gain=9.36235e-05 6.7608e-05 4.86243e-05 9.66735e-05 8.12194e-05 7.33824e-05 9.06023e-05 7.27122e-05 4.39181e-05 0.000119212
threshold=-1.0000000180025095e-35 0.27044500000000005 -0.0029599999999999995 -0.022504999999999997 -1.0000000180025095e-35 0.089175000000000018 -0.09225499999999999 0.097220000000000015 -0.10091499999999999 -0.0088349999999999974
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 -4 6 -5 -8 -6 -10
right_child=1 -3 4 5 8 -7 7 -9 9 -11
leaf_value=-0.00056092783021687942 0.00064450820296340229 0.00041655567310800037 -0.00063378633558176215 -0.00036604547212087024 0.0003001841095383646 -0.00047207342638361585 3.4323684237456628e-05 0.00070488435206001907 -0.00055387106223353142 0.00027007525837977059
leaf_weight=0.0010593030913668951 0.0010677661911291112 0.001644775950578878 0.0010613894363875609 0.0010366467397001774 0.0011477066846249662 0.0010278630104033773 0.0014497375435796331 0.0010885232183110646 0.0014037077763380821 0.0013007101020878807
leaf_count=515 389 346 114 165 109 359 689 102 251 82
internal_value=0 4.67197e-05 -1.07533e-05 0.000112959 -0.000153526 -1.0351e-05 0.000122404 0.000321891 -2.11987e-05 -0.000157588
internal_weight=0 0.0122288 0.0105841 0.00567054 0.00491351 0.00460277 0.00357491 0.00253826 0.00385212 0.00270442
internal_count=3121 2606 2260 1704 556 1315 956 791 442 333
is_linear=0
shrinkage=0.00196078


Tree=3816
num_leaves=9
num_cat=0
split_feature=14 15 16 0 150 160 43 0
split_gain=2.14554e-05 6.30942e-05 3.54615e-05 8.38901e-05 0.000132225 8.01543e-05 7.9977e-05 7.03755e-05
threshold=-1.0000000180025095e-35 -0.10653 -0.013324999999999998 -0.10224499999999999 0.081835000000000019 -0.063384999999999983 -0.074359999999999996 -0.083914999999999976
decision_type=2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 -3 -4 -7 -5
right_child=1 2 5 7 -6 6 -8 -9
leaf_value=-0.014015990023431955 0.02073289672596762 -0.045837541547843093 0.028275136524287221 0.022236014395929711 0.003364071498571119 0.012699050822282142 -0.019544457778218297 -0.011679604275772118
leaf_weight=0.0010044609449670313 0.0014361742178530387 0.0011330297622251543 0.0010797125614931979 0.001191858773741269 0.0010546010975032195 0.0015414133976744434 0.0015356908778070139 0.0012571530964267156
leaf_count=161 388 149 313 531 107 387 370 715
internal_value=0 0.00129984 -0.00187402 -0.00788683 -0.0221187 0.00483285 -0.00339272 0.00482608
internal_weight=0 0.0102296 0.00879346 0.00463664 0.00218763 0.00415682 0.0030771 0.00244901
internal_count=3121 2960 2572 1502 256 1070 757 1246
is_linear=0
shrinkage=0.1


Tree=3817
num_leaves=10
num_cat=0
split_feature=484 4 16 48 133 16 15 15 0
split_gain=0.000101007 6.59538e-05 4.52548e-05 4.48176e-05 4.88784e-05 6.21733e-05 7.65291e-05 5.749e-05 8.9666e-05
threshold=-1.0000000180025095e-35 0.27044500000000005 -0.36241499999999999 0.092475000000000016 -0.0061299999999999992 -0.11227499999999999 -0.016799999999999995 0.024640000000000006 0.0059850000000000016
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 -4 -6 -7 8 -8
right_child=1 -3 3 -5 5 6 7 -9 -10
leaf_value=-0.00059473588292607805 -0.00036210373766736541 0.00041378304095547656 -0.00034528330116511427 0.00038450522929503515 0.00049123228275180914 -0.00033667075754770622 0.0007487913900031995 -0.00023172802532370288 -3.4422507951520984e-05
leaf_weight=0.0010379089209899403 0.0012630508262180566 0.0015972939306696876 0.0014491400289919996 0.0012148559086734186 0.0010438103764147692 0.0019849235993421492 0.0010405797867053283 0.001037003209327301 0.001221901455278479
leaf_count=515 101 346 653 221 78 428 167 489 123
internal_value=0 4.31665e-05 -1.45583e-05 3.42581e-05 -2.0452e-05 5.39332e-05 -3.24449e-05 0.000150573 0.0003258
internal_weight=0 0.0118526 0.0102553 0.00899221 0.00777736 0.00632822 0.00528441 0.00329948 0.00226248
internal_count=3121 2606 2260 2159 1938 1285 1207 779 290
is_linear=0
shrinkage=0.00196078


Tree=3818
num_leaves=9
num_cat=0
split_feature=13 12 12 15 3 1 52 12
split_gain=2.26774e-05 3.46904e-05 5.29507e-05 8.02917e-05 7.34189e-05 0.000219005 5.30545e-05 2.93161e-05
threshold=-0.23438999999999996 0.092355000000000007 0.089410000000000003 0.035560000000000008 0.10893000000000001 0.094385000000000011 -0.0064899999999999992 0.10345000000000001
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 6 -2 -3
right_child=1 7 -4 -5 -6 -7 -8 -9
leaf_value=0.012182423781640486 -0.021815944333587058 -0.025114440954176778 0.021180674956269227 -0.024173610897763733 -0.017596561822342167 0.042512683946140058 0.0065227924987907504 -0.0016227448152627746
leaf_weight=0.0013308756688245405 0.0012405351659081575 0.001033262976469421 0.0011502800744228967 0.0013157360708290315 0.001263437017646557 0.0013696103657854235 0.0014132420253689685 0.0010933260672411653
leaf_count=169 439 560 312 599 97 333 273 339
internal_value=0 -0.00172256 0.00138093 -0.00206853 0.00343278 0.0100365 -0.00672444 -0.0130368
internal_weight=0 0.00987943 0.00775284 0.00660256 0.00528682 0.00402339 0.00265378 0.00212659
internal_count=3121 2952 2053 1741 1142 1045 712 899
is_linear=0
shrinkage=0.1


Tree=3819
num_leaves=10
num_cat=0
split_feature=484 4 39 42 49 457 0 0 4
split_gain=9.04823e-05 8.38896e-05 6.45189e-05 7.31928e-05 7.75511e-05 0.000107384 7.79773e-05 0.000160764 7.70361e-05
threshold=-1.0000000180025095e-35 0.27044500000000005 0.094675000000000009 0.092395000000000019 -1.0000000180025095e-35 0.080930000000000016 -0.10011499999999998 -0.077999999999999986 -0.27825499999999997
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 -2 -6 -8 -9
right_child=1 -3 -4 -5 6 -7 7 8 -10
leaf_value=-0.00055098711267907361 -0.00054839270607647764 0.00044355981308909703 -0.00050041098099724358 -0.00037919243216620407 0.00054241969529937942 0.00023904206593030984 -0.0005977479686050521 1.9049488250380034e-05 0.00068310779693859776
leaf_weight=0.0010954665337056411 0.0014332544309135237 0.0016859997244323176 0.0010026443127688625 0.001487522670731105 0.0019311278908570899 0.0012435605139926031 0.0010409859925786333 0.0015449987547589972 0.0011881768085275539
leaf_count=515 218 346 84 407 180 151 810 157 253
internal_value=0 3.66011e-05 -2.65074e-05 2.16359e-05 9.27686e-05 -0.000182576 0.000221955 5.79829e-05 0.000307732
internal_weight=0 0.0125583 0.0108723 0.00986963 0.0083821 0.00267681 0.00570529 0.00377416 0.00273318
internal_count=3121 2606 2260 2176 1769 369 1400 1220 410
is_linear=0
shrinkage=0.00196078


Tree=3820
num_leaves=12
num_cat=0
split_feature=484 42 42 15 457 16 48 133 133 52 3
split_gain=0.000143684 0.000138489 0.000100631 8.38219e-05 9.52708e-05 0.000123291 0.000102223 6.88149e-05 8.77495e-05 0.000168107 0.00011631
threshold=-0.0068949999999999992 -0.11051499999999999 -0.088669999999999985 -0.15914499999999995 0.080930000000000016 -0.36241499999999999 0.085485000000000019 -0.0061299999999999992 0.087625000000000022 -0.0064899999999999992 -0.075634999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 -4 5 -5 7 -7 9 -9 -11
right_child=1 2 3 4 -6 6 -8 8 -10 10 -12
leaf_value=-0.00071546747341379906 -0.00064864951835481171 0.00069067986629168924 0.0005077356497024541 -0.00068464596794008247 0.00043676718810692485 -0.00054406047853249723 0.00050309502357027904 -0.00048006685056447879 -0.00050106087926218813 0.00091513161221525681 5.2460242870596548e-05
leaf_weight=0.0010210404853825848 0.0010122646453822352 0.0010360146729379875 0.0013596396734662465 0.0011719056729094105 0.0015324836840579321 0.0011257348866187226 0.0012814739347286799 0.0011352120549976853 0.0010524774358861341 0.0010762354291214936 0.0013604239174664868
leaf_count=503 159 201 297 136 188 483 237 273 383 147 114
internal_value=0 4.81177e-05 0.000106256 5.16875e-05 -1.20003e-05 -9.58343e-05 2.29929e-06 -0.000109309 -3.47459e-06 0.000143143 0.000433489
internal_weight=0 0.0131439 0.0121316 0.0110956 0.00973595 0.00820346 0.00703156 0.00575008 0.00462435 0.00357187 0.00243666
internal_count=3121 2618 2459 2258 1961 1773 1637 1400 917 534 261
is_linear=0
shrinkage=0.00196078


Tree=3821
num_leaves=12
num_cat=0
split_feature=484 42 15 0 0 43 0 48 16 1 1
split_gain=0.00018189 8.42129e-05 0.000109962 7.85689e-05 0.000140823 0.000207456 0.000125511 8.77561e-05 7.14258e-05 4.79232e-05 3.5348e-05
threshold=-0.0068949999999999992 0.10256000000000001 -0.10653 -0.077999999999999986 -0.053834999999999994 0.055925000000000009 -0.10011499999999998 0.086260000000000017 -0.27167499999999994 0.091900000000000023 0.080585000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 8 6 -5 10 7 9 -2 -4 -6
right_child=1 -3 3 4 5 -7 -8 -9 -10 -11 -12
leaf_value=-0.00080876941957943942 0.00015872876283895776 -0.00047775276584867513 0.00049848100083063705 0.00078399554618705598 -0.00011691743958474562 0.00066356606910806496 -0.00065049866978559732 -0.00040944230211628087 0.00087332498798037273 -3.6988143232161848e-05 -0.00062508318482341137
leaf_weight=0.0010058209014302188 0.0011096652492036218 0.0010391549399180024 0.001328149685864124 0.0011863261239524825 0.0010517596598261635 0.0011528721444561329 0.0014029118465726997 0.00116390710527281 0.0010434358831593513 0.0012449190592680459 0.0010533481771649676
leaf_count=503 192 311 132 297 74 45 963 78 191 112 223
internal_value=0 5.72524e-05 0.000104619 1.46645e-05 0.000205585 -5.03147e-06 -0.000150419 3.73182e-05 0.000505036 0.000239407 -0.000371192
internal_weight=0 0.0127764 0.0117373 0.00958419 0.00444431 0.00325798 0.00513989 0.00373698 0.0021531 0.00257307 0.00210511
internal_count=3121 2618 2307 1924 639 342 1285 322 383 244 297
is_linear=0
shrinkage=0.00196078


Tree=3822
num_leaves=12
num_cat=0
split_feature=484 41 474 13 160 52 13 151 2 43 0
split_gain=0.000172757 9.06966e-05 0.000103834 0.000106308 0.000117355 0.000158983 8.08731e-05 0.000157699 0.000139456 9.73432e-05 2.83752e-05
threshold=-0.0068949999999999992 0.075585000000000013 0.084660000000000027 -0.094514999999999988 -0.080409999999999995 0.10347000000000002 0.18141000000000002 -0.0083949999999999979 0.092120000000000021 -0.013819999999999997 -0.084269999999999984
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 10 -5 6 7 -6 9 -9 -2
right_child=1 -3 -4 4 5 -7 -8 8 -10 -11 -12
leaf_value=-0.00078243493644082228 0.0001908652052241651 -0.0005010623255607043 0.0006982236072277262 -0.00068695969264549305 -0.00062195743518732121 0.00074260091844219399 -0.00054106595972495085 0.00038668830229567514 0.00066278220434315611 -0.00038677769179258523 0.00063166851380112052
leaf_weight=0.0010334645037374706 0.0010681003430114844 0.0010517387690759531 0.0010187338306783473 0.0010014651776726518 0.001155760167115571 0.001031735466113886 0.0012193283598855298 0.0010375889035674204 0.0015495497200985436 0.0015754393644889868 0.0011836139138891076
leaf_count=503 176 146 247 374 216 143 110 324 381 432 69
internal_value=0 5.07526e-05 9.97645e-05 4.34313e-05 -5.61759e-05 2.72795e-05 -8.56082e-05 1.8814e-05 0.000196727 -7.96476e-05 0.000422574
internal_weight=0 0.0128931 0.0118413 0.0108226 0.00857087 0.0075694 0.00653767 0.00531834 0.00416258 0.00261303 0.00225171
internal_count=3121 2618 2472 2225 1980 1606 1463 1353 1137 756 245
is_linear=0
shrinkage=0.00196078


Tree=3823
num_leaves=8
num_cat=0
split_feature=4 12 3 2 48 4 16
split_gain=2.41616e-05 3.77027e-05 6.82359e-05 9.50776e-05 7.24792e-05 9.10594e-05 0.000157098
threshold=0.27287000000000006 -0.040564999999999997 0.10542000000000001 0.092875000000000013 0.083985000000000018 0.053180000000000012 -0.078844999999999985
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 4 5 6 -3
right_child=-2 2 -4 -5 -6 -7 -8
leaf_value=-0.019516118984142926 0.011438038292123566 0.01093306277469735 0.01655688039289737 -0.024960804664224939 0.025662699133893293 0.014408419097520065 -0.041119563151128774
leaf_weight=0.001084648353046092 0.0015671780870935856 0.0010999605305030075 0.0019822401661003797 0.0017040623012464758 0.0010557283264535627 0.0016140820907136408 0.0012261178870577403
leaf_count=233 352 602 136 696 199 116 787
internal_value=0 -0.00193773 0.000258306 -0.00456377 0.00239351 -0.00384125 -0.0165048
internal_weight=0 0.00976684 0.00868219 0.00669995 0.00499589 0.00394016 0.00232608
internal_count=3121 2769 2536 2400 1704 1505 1389
is_linear=0
shrinkage=0.1


Tree=3824
num_leaves=11
num_cat=0
split_feature=41 474 160 133 52 13 151 13 52 4
split_gain=8.7159e-05 7.78549e-05 0.000122417 0.000179176 9.59073e-05 0.000113496 8.05228e-05 0.000141911 6.88502e-05 6.45174e-05
threshold=0.075585000000000013 0.084660000000000027 -1.0000000180025095e-35 -1.0000000180025095e-35 0.11008000000000001 -0.084034999999999985 -0.0083949999999999979 0.19762500000000002 -1.0000000180025095e-35 -0.0073899999999999999
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 5 -5 -7 8 -8 -10
right_child=-2 -3 3 4 -6 6 7 -9 9 -11
leaf_value=-0.00049818912044969721 -0.00055408528513635155 0.00055526162829854159 -0.00059950652303375311 0.00056625198050985553 0.00069655133495553163 -0.00049840373826481378 -7.0401065532819398e-05 -0.00055823798115807628 0.00085145879812056967 0.00015345709499239266
leaf_weight=0.0016484143014626222 0.0010182661267297355 0.0010432843631548961 0.0012883244949956378 0.0015565637656275088 0.0012106269592604049 0.0011363941189228531 0.0012981508326519427 0.0010043366530128016 0.001032905090789574 0.0010040015650919364
leaf_count=697 170 333 661 227 118 181 296 84 230 124
internal_value=0 4.29927e-05 -4.8119e-06 8.05164e-05 0.0001868 9.90453e-05 -3.37642e-05 8.79149e-05 0.000282501 0.00050741
internal_weight=0 0.012223 0.0111797 0.0095313 0.00824298 0.00703235 0.00547579 0.00433939 0.00333506 0.00203691
internal_count=3121 2951 2618 1921 1260 1142 915 734 650 354
is_linear=0
shrinkage=0.00196078


Tree=3825
num_leaves=11
num_cat=0
split_feature=484 4 12 12 151 52 0 43 0 2
split_gain=0.000128519 8.10917e-05 8.203e-05 8.83793e-05 6.63398e-05 9.56424e-05 0.000123008 9.45589e-05 8.74338e-05 5.5347e-05
threshold=-0.0068949999999999992 0.27044500000000005 0.10711000000000002 0.097825000000000009 -0.024429999999999997 0.077655000000000016 -0.10011499999999998 -0.0030899999999999994 -0.14920999999999998 0.088930000000000023
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 6 8 -8 -6 -7
right_child=1 -3 -4 -5 5 9 7 -9 -10 -11
leaf_value=-0.00067982699153955849 0.00034674696963612296 0.00044752220009461514 -0.00054335743902959009 0.00055353373131528105 -0.00035356625087095572 0.00053281053871686885 -0.00023650537889167194 -0.0010366371407952385 0.00038689109855096637 -5.0273379686164797e-05
leaf_weight=0.0010031689579167299 0.0015270053542611245 0.001701612352456759 0.0010155697337088368 0.0011473534330932135 0.0011594313980651805 0.0011106290026037394 0.0012751827157045034 0.0010237454500278589 0.0013011779733582982 0.0014339863634588229
leaf_count=503 306 346 196 199 62 472 417 258 118 244
internal_value=0 4.9196e-05 -1.24551e-05 4.15778e-05 -2.4936e-05 -0.00010264 -0.000266699 -0.000592815 3.79899e-05 0.000204221
internal_weight=0 0.0126957 0.0109941 0.00997851 0.00883116 0.00730415 0.00475954 0.00229893 0.00246061 0.00254462
internal_count=3121 2618 2272 2076 1877 1571 855 675 180 716
is_linear=0
shrinkage=0.00196078


Tree=3826
num_leaves=9
num_cat=0
split_feature=52 157 49 0 52 0 3 1
split_gain=2.27389e-05 4.17749e-05 7.90028e-05 7.59444e-05 8.11947e-05 7.78258e-05 5.27874e-05 4.67669e-05
threshold=0.15915500000000002 -0.072409999999999988 -0.081404999999999991 -0.077999999999999986 -0.0027449999999999996 -0.052984999999999997 -0.034684999999999994 0.092695000000000013
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 -4 -5 -7 -6
right_child=-2 2 3 5 7 6 -8 -9
leaf_value=0.019901310666895988 -0.013846527068188591 0.021621749206727995 -0.036527162624997028 0.029847159510572038 0.0067238934806065761 -0.019121688995297183 0.010636067503458441 -0.017035795845385584
leaf_weight=0.0010874751210404139 0.0010861516714685176 0.0013391235501387004 0.0011223703996696109 0.0010104694437867013 0.0016222990876618411 0.0011173267815792461 0.001277898830082041 0.0016929337051725208
leaf_count=369 368 176 424 429 780 227 130 218
internal_value=0 0.0013684 -0.000826452 -0.00465914 -0.0132795 0.00657319 -0.00324535 -0.00540906
internal_weight=0 0.0102699 0.00918242 0.0078433 0.0044376 0.0034057 0.00239523 0.00331523
internal_count=3121 2753 2384 2208 1422 786 357 998
is_linear=0
shrinkage=0.1


Tree=3827
num_leaves=8
num_cat=0
split_feature=42 457 157 16 1 4 12
split_gain=2.47067e-05 3.89316e-05 5.02896e-05 5.88178e-05 8.21657e-05 0.000111477 4.80633e-05
threshold=-1.0000000180025095e-35 0.045365000000000009 -1.0000000180025095e-35 -0.36241499999999999 0.094825000000000007 -0.076229999999999978 0.089885000000000007
decision_type=2 2 2 2 2 2 2
left_child=-1 2 -2 -4 5 6 -5
right_child=1 -3 3 4 -6 -7 -8
leaf_value=-0.010171374718473344 -0.021542609268758752 0.017582936132046367 -0.014274714175931605 -0.003278446436957988 0.024899797242168113 -0.024482392591416158 0.02630123681138909
leaf_weight=0.0019974523095770682 0.0010028339415305209 0.0013806153720259005 0.0016181898037531039 0.0010401235703842221 0.0017964258677320684 0.0013108589023532857 0.001164137244777548
leaf_count=862 443 243 287 301 339 501 145
internal_value=0 0.00208504 -0.000612276 0.00241665 0.00750176 -0.00138963 0.0123435
internal_weight=0 0.00931318 0.00793257 0.00692974 0.00531155 0.00351512 0.00220426
internal_count=3121 2259 2016 1573 1286 947 446
is_linear=0
shrinkage=0.1


Tree=3828
num_leaves=11
num_cat=0
split_feature=484 47 15 13 15 52 13 13 15 0
split_gain=0.000166029 8.22877e-05 0.000108512 8.74481e-05 7.75869e-05 8.10923e-05 8.77118e-05 0.000125195 0.000126697 7.62202e-05
threshold=-0.0068949999999999992 0.13148500000000005 -0.10653 -1.0000000180025095e-35 -0.095869999999999983 0.11434500000000002 -0.095304999999999987 -0.033284999999999988 0.024640000000000006 -0.10474999999999998
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 -4 6 -6 -8 9 -9
right_child=1 -3 4 -5 5 -7 7 8 -10 -11
leaf_value=-0.00076263279258035937 9.3384939355414714e-05 -0.00047872187087624556 -0.00049284565098897486 0.00087510133195988675 0.00051232092282854527 -0.00044276704810113982 -0.00053612932677107785 0.00076047251240871083 -0.00026714092431754147 0.00012301862515485461
leaf_weight=0.0010382933285593447 0.0010805922248989519 0.0010321834968594337 0.0010548369369234216 0.0011209004269864967 0.0018486727941305417 0.0010408853306447868 0.0012201245436865397 0.0013381745092829883 0.0016230148629852578 0.0015640507014405541
leaf_count=503 308 55 94 129 156 297 678 100 482 319
internal_value=0 5.23382e-05 9.84353e-05 0.0004914 9.15464e-06 7.04787e-05 0.000140827 2.12927e-05 0.000171588 0.000416939
internal_weight=0 0.0129234 0.0118913 0.00220149 0.00968976 0.00863492 0.00759404 0.00574536 0.00452524 0.00290223
internal_count=3121 2618 2563 437 2126 2032 1735 1579 901 419
is_linear=0
shrinkage=0.00196078


Tree=3829
num_leaves=8
num_cat=0
split_feature=4 42 49 160 16 16 1
split_gain=2.68982e-05 3.40828e-05 5.35777e-05 7.48257e-05 7.12679e-05 0.00010702 5.23722e-05
threshold=0.27287000000000006 0.092395000000000019 -0.00064499999999999985 0.079055000000000014 0.22339500000000004 -0.032969999999999992 0.08844500000000001
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 -1 5 6 -4
right_child=-2 -3 4 -5 -6 -7 -8
leaf_value=-0.028252538330360195 0.012066311171758519 -0.016378020473741359 -0.015558600792637845 0.0055331810481656909 -0.014996532055988191 0.032706108536670629 0.011869943952655816
leaf_weight=0.0013164550076771196 0.001570710947002907 0.0014160310157495725 0.0012066521549653855 0.0013056591347900409 0.0012749089630451444 0.0015804326764440302 0.0016453951556158093
leaf_count=341 352 535 789 178 276 435 215
internal_value=0 -0.00203509 0.000403238 -0.0114292 0.00583936 0.0118324 0.000265399
internal_weight=0 0.00974553 0.0083295 0.00262211 0.00570739 0.00443248 0.00285205
internal_count=3121 2769 2234 519 1715 1439 1004
is_linear=0
shrinkage=0.1


Tree=3830
num_leaves=9
num_cat=0
split_feature=50 47 15 43 3 15 1 0
split_gain=2.29302e-05 4.75695e-05 4.78566e-05 6.31803e-05 7.9654e-05 8.03402e-05 7.84526e-05 2.13719e-05
threshold=0.088425000000000017 0.087235000000000021 -0.097454999999999986 -0.17390999999999998 0.092670000000000016 0.040760000000000005 0.077845000000000011 -0.10151999999999999
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 5 6 -5 -3
right_child=-2 7 3 4 -6 -7 -8 -9
leaf_value=0.02481815107641696 -0.013688320101263356 -0.002787856286291144 0.023605127805751424 -0.043044571622703226 0.014704599938518567 0.0075130321493125235 -0.0053430747120008911 -0.021708020783823126
leaf_weight=0.0010786114876418784 0.0011141710269278434 0.0014269413174513024 0.0011332185202616489 0.0010268687607596959 0.0018312170165200592 0.0014454273711891367 0.0011933701875324644 0.0010265133206270932
leaf_count=372 560 80 142 439 170 838 298 222
internal_value=0 0.00142358 0.00528342 0.00210543 -0.00232687 -0.0108351 -0.0227802 -0.010704
internal_weight=0 0.0101622 0.00770871 0.0066301 0.00549688 0.00366567 0.00222024 0.00245345
internal_count=3121 2561 2259 1887 1745 1575 737 302
is_linear=0
shrinkage=0.1


Tree=3831
num_leaves=9
num_cat=0
split_feature=14 15 15 49 13 13 15 4
split_gain=2.26035e-05 4.73883e-05 3.68395e-05 0.000140053 6.32484e-05 0.000111458 8.03657e-05 4.30503e-05
threshold=-1.0000000180025095e-35 -0.10653 -0.037864999999999989 -0.043469999999999995 -0.017449999999999997 -0.095304999999999987 0.035560000000000008 -0.15464999999999998
decision_type=2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 5 -4 7 -6
right_child=1 2 4 -5 6 -7 -8 -9
leaf_value=-0.014367152575679405 0.018101651716697923 0.013867212194532332 0.0080287786285409592 -0.033512350879955459 0.0096520883469536235 -0.032676847290503234 -0.0064052319819604495 0.038706585655712417
leaf_weight=0.0010061091406054325 0.001448147014459525 0.00115803165790558 0.0016511972929063206 0.0013526339563388042 0.0010025489622972669 0.0011350785711886659 0.0014426889982035022 0.0010379691366194307
leaf_count=161 388 213 160 596 155 798 531 119
internal_value=0 0.00134148 -0.00142284 -0.0116588 0.00267621 -0.00855396 0.0116594 0.0244315
internal_weight=0 0.0102283 0.00878015 0.00251067 0.00626948 0.00278628 0.00348321 0.00204052
internal_count=3121 2960 2572 809 1763 958 805 274
is_linear=0
shrinkage=0.1


Tree=3832
num_leaves=9
num_cat=0
split_feature=48 4 40 3 13 52 43 16
split_gain=2.19419e-05 5.12649e-05 5.37997e-05 7.16208e-05 7.49304e-05 7.26804e-05 5.21995e-05 3.4149e-05
threshold=0.11926500000000002 0.40473500000000007 -1.0000000180025095e-35 0.10542000000000001 -0.086589999999999986 -0.0064899999999999992 -0.08756499999999999 -0.083134999999999987
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 -1 4 -4 -6 -7 -8
right_child=-2 -3 3 -5 5 6 7 -9
leaf_value=-0.021022339231604559 -0.014102000942170779 0.022541944108111191 -0.023397049381640726 0.024233793180871554 -0.012444000149909262 -0.0040769218665176925 0.032743269118532543 0.0076353247960421981
leaf_weight=0.001174324150757247 0.0010120768775961171 0.0010252188618150937 0.0013293284438927449 0.0012170867828770748 0.001935933386477337 0.0013079965269617157 0.0011773050841913154 0.0010033523654272192
leaf_count=228 117 277 448 115 753 228 353 602
internal_value=0 0.00133739 -0.0010397 0.00190423 -0.00211966 0.0030945 0.0117172 0.0211907
internal_weight=0 0.0101705 0.00914533 0.007971 0.00675392 0.00542459 0.00348865 0.00218066
internal_count=3121 3004 2727 2499 2384 1936 1183 955
is_linear=0
shrinkage=0.1


Tree=3833
num_leaves=13
num_cat=0
split_feature=484 403 160 12 151 2 13 43 16 2 3 52
split_gain=0.0001932 0.000155705 0.00012714 9.26027e-05 0.000104803 0.000166532 0.000156963 0.000276556 0.000205427 0.000177224 0.000170276 2.03015e-05
threshold=-0.0068949999999999992 -1.0000000180025095e-35 0.099315000000000014 0.10866500000000003 -0.0083949999999999979 0.091265000000000013 0.19762500000000002 -0.074359999999999996 -0.056919999999999991 0.099185000000000009 -0.059315 0.083680000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 5 -3 7 11 9 10 -9 -6
right_child=1 2 -4 -5 6 -7 -8 8 -10 -11 -12 -13
leaf_value=-0.00082647852218747106 -0.00069860194118775791 0.00037525868280516989 -0.00056913644762155596 -0.00034553723790419351 0.0012275286745341756 -0.00069623520035447229 -0.00040787337614237544 -0.00036879326178849774 -0.00034709225709968677 0.0011089086710542038 0.00067926007352834931 0.00083741948630139027
leaf_weight=0.0010580999162194604 0.0010103482156522689 0.0011142492244788716 0.0010045548214679722 0.0012591136972472132 0.0010019450099956551 0.0011164351003355617 0.0010102592309534537 0.001181616156710941 0.0018505504547736266 0.0011080125220154793 0.0012025736730908584 0.0010507370399438307
leaf_count=503 703 198 116 163 257 170 51 265 336 132 58 169
internal_value=0 4.26607e-05 0.000100717 0.000157285 0.000216809 -0.000161013 0.000317074 0.000416106 0.000181079 0.000460962 0.00015984 0.00102784
internal_weight=0 0.0139104 0.0129 0.0118955 0.0106364 0.00223068 0.00840569 0.00739543 0.00534275 0.0034922 0.00238419 0.00205268
internal_count=3121 2618 1915 1799 1636 368 1268 1217 791 455 323 426
is_linear=0
shrinkage=0.00196078


Tree=3834
num_leaves=10
num_cat=0
split_feature=484 4 4 43 43 2 16 48 16
split_gain=0.000109596 7.05871e-05 5.02867e-05 4.0939e-05 0.000162215 8.28247e-05 0.000118701 0.000108553 4.41372e-05
threshold=-1.0000000180025095e-35 0.27044500000000005 0.23246000000000003 -0.072864999999999985 -0.09225499999999999 0.088225000000000012 0.22339500000000004 0.086910000000000015 0.16703000000000004
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 8 -5 7 -7 -2
right_child=1 -3 -4 5 -6 6 -8 -9 -10
leaf_value=-0.00062002844678794324 -0.00042203208091174099 0.00042026128635203963 -0.00041178642500090603 -0.00039572328785318525 0.000720415576480895 0.00057407302487566677 -0.00048997479090528691 -0.00020026321601385462 0.00014584739403544246
leaf_weight=0.0010405357472148017 0.0010738099827979192 0.001648396485809645 0.0011050744559908962 0.0019843175765152238 0.0013840768887263505 0.0018954437751299283 0.0010017476316867184 0.0010999930063878794 0.0010318336507030845
leaf_count=515 264 346 62 686 495 358 171 137 87
internal_value=0 4.28546e-05 -1.59671e-05 3.02159e-05 0.00019899 -6.82499e-05 9.43174e-05 0.000289719 -0.000143753
internal_weight=0 0.0122247 0.0105763 0.00947122 0.00348972 0.0059815 0.00399718 0.00299544 0.00210564
internal_count=3121 2606 2260 2198 846 1352 666 495 351
is_linear=0
shrinkage=0.00196078


Tree=3835
num_leaves=9
num_cat=0
split_feature=52 157 49 16 16 4 2 2
split_gain=2.34787e-05 3.50179e-05 6.65981e-05 7.20162e-05 0.000137649 0.00012657 6.67756e-05 6.54968e-05
threshold=0.15915500000000002 -0.072409999999999988 -0.081404999999999991 0.38525000000000004 0.033715000000000009 -0.082109999999999975 0.088475000000000012 0.10803500000000001
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 -4 -7 -8
right_child=-2 2 3 -5 -6 6 7 -9
leaf_value=0.018566710254691289 -0.014190248504227582 0.020106008524239501 0.030351996232159895 0.017846034819910064 -0.038198678186679574 -0.023497527409245128 0.017658584250828988 -0.014999243771355898
leaf_weight=0.0010648519384225319 0.0010661491641813852 0.0013271476001893434 0.0010204196035855069 0.0012512345021974429 0.001248849700573487 0.0017995995174629091 0.0012688365753257547 0.0011901188516606383
leaf_count=369 368 176 461 250 192 625 386 294
internal_value=0 0.00140794 -0.000598557 -0.00413086 -0.00834333 -0.00128044 -0.00886009 0.0018524
internal_weight=0 0.0101711 0.00910621 0.00777906 0.00652782 0.00527897 0.00425855 0.00245896
internal_count=3121 2753 2384 2208 1958 1766 1305 680
is_linear=0
shrinkage=0.1


Tree=3836
num_leaves=8
num_cat=0
split_feature=42 160 43 16 0 42 52
split_gain=2.3718e-05 4.0535e-05 7.5358e-05 8.00375e-05 0.000106162 0.000122659 6.1963e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.074359999999999996 -0.056919999999999991 -0.20211999999999997 1.0000000180025095e-35 -0.015539999999999998
decision_type=2 2 2 2 2 2 2
left_child=-1 6 -3 4 -4 -6 -2
right_child=1 2 3 -5 5 -7 -8
leaf_value=-0.0099664720343468263 0.0075001240128347163 0.022474974101481259 -0.015263873397963422 -0.018275527091729214 0.042346102715099358 -0.0048033315484444956 -0.027229937233837716
leaf_weight=0.0019894901205749537 0.001002595303663176 0.0019372201943506076 0.0012476547749851741 0.0017203542468528519 0.0012281310006704831 0.0010018480108725915 0.0010535229726540986
leaf_count=862 277 482 89 322 139 399 551
internal_value=0 0.00207599 0.00564089 -0.000632951 0.00809467 0.0211636 -0.010295
internal_weight=0 0.00919133 0.00713521 0.00519799 0.00347763 0.00222998 0.00205612
internal_count=3121 2259 1431 949 627 538 828
is_linear=0
shrinkage=0.1


Tree=3837
num_leaves=10
num_cat=0
split_feature=484 41 3 133 3 1 0 12 15
split_gain=0.000102762 7.54368e-05 9.1673e-05 7.93806e-05 0.000102873 5.76263e-05 0.000112689 9.87657e-05 7.82286e-05
threshold=-1.0000000180025095e-35 1.0000000180025095e-35 -0.10519499999999998 0.083950000000000011 -0.055119999999999995 0.13146500000000003 -0.11991499999999998 0.088305000000000008 -0.095869999999999983
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 5 -5 6 8 -8 -4
right_child=1 -3 3 4 -6 -7 7 -9 -10
leaf_value=-0.00058751994632855176 0.00047820766300927766 -0.00047517333270919934 -0.0002457152861726332 -8.7228714147060145e-05 0.00078252411682471434 0.00031461753719005909 -0.00078166815541677007 -9.588607898716495e-05 0.00037626755423172969
leaf_weight=0.0010886717234655291 0.0019057305216420165 0.001003872262650001 0.0013798008367058023 0.0010500766935897896 0.0010413285802611204 0.0011691102669731824 0.0015119930234646023 0.0017326466359041787 0.0017808591459645986
leaf_count=515 249 147 96 547 174 154 518 578 143
internal_value=0 4.04313e-05 8.51618e-05 7.66809e-06 0.000345829 -8.5703e-05 -0.00015877 -0.000415459 0.000104738
internal_weight=0 0.0125754 0.0115715 0.00966582 0.00209141 0.00757441 0.0064053 0.00324464 0.00316066
internal_count=3121 2606 2459 2210 721 1489 1335 1096 239
is_linear=0
shrinkage=0.00196078


Tree=3838
num_leaves=8
num_cat=0
split_feature=0 1 47 48 4 3 12
split_gain=2.2527e-05 5.10262e-05 5.3137e-05 7.03321e-05 8.09878e-05 4.36044e-05 4.60722e-05
threshold=-0.061629999999999997 1.0000000180025095e-35 0.087235000000000021 0.086035000000000014 -0.0082299999999999995 0.076840000000000006 0.085635000000000003
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 6 -2
right_child=5 2 -4 -5 -6 -7 -8
leaf_value=-0.018753654339833239 0.03037190049567666 -0.0052248759689275913 -0.012632619730770935 -0.012931208359438532 0.029732652909665255 -0.0088043345218556807 0.0024307771451825325
leaf_weight=0.0016473212967512332 0.00101869079531486 0.0010751925970534154 0.0018894430202044971 0.0011628245034630558 0.0017275968011782952 0.0012513699475813879 0.0014027673769595322
leaf_count=1433 178 427 231 145 301 125 281
internal_value=0 -0.0032057 0.00116872 0.00774447 0.0163224 0.00635257 0.0141854
internal_weight=0 0.00750238 0.00585506 0.00396561 0.00280279 0.00367283 0.00242146
internal_count=3121 2537 1104 873 728 584 459
is_linear=0
shrinkage=0.1


Tree=3839
num_leaves=10
num_cat=0
split_feature=484 42 47 16 133 15 2 16 12
split_gain=8.06299e-05 7.06136e-05 7.93248e-05 9.3435e-05 0.000103472 0.000101555 0.000109592 7.82292e-05 6.69034e-05
threshold=-1.0000000180025095e-35 0.10256000000000001 0.10980000000000002 -0.014034999999999997 0.083950000000000011 -0.03241999999999999 0.089885000000000007 0.26676500000000009 0.088245000000000004
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 6 -2 8 -5
right_child=1 -3 -4 7 -6 -7 -8 -9 -10
leaf_value=-0.00053564606460453404 -0.00046881510063254568 -0.00045909555425880104 0.00053984426109427797 0.00018162050146317942 0.00038782977277915275 -0.00067036759135345367 0.00027995994387822176 -0.00018931264164162416 0.00079937914758522422
leaf_weight=0.0010251501653859409 0.0013685553953479872 0.0010087680403481824 0.001289490092985116 0.001675145662530614 0.0011584689915179001 0.0015820220888806804 0.0016668038733692744 0.0010878709300550628 0.0011277999776807034
leaf_count=515 161 310 119 382 309 649 256 256 164
internal_value=0 3.7328e-05 8.30353e-05 2.20991e-05 -0.00013612 -0.000267575 -5.7641e-05 0.000256972 0.000430183
internal_weight=0 0.0119649 0.0109562 0.00966667 0.00577585 0.00461738 0.00303536 0.00389082 0.00280295
internal_count=3121 2606 2296 2177 1375 1066 417 802 546
is_linear=0
shrinkage=0.00196078


Tree=3840
num_leaves=7
num_cat=0
split_feature=159 2 43 3 15 2
split_gain=2.11492e-05 4.76486e-05 4.49795e-05 4.44405e-05 5.89749e-05 0.000142303
threshold=-1.0000000180025095e-35 0.088225000000000012 -0.074359999999999996 -0.10831999999999999 -0.074054999999999996 0.10613000000000002
decision_type=2 2 2 2 2 2
left_child=-1 2 -2 -3 -5 -6
right_child=1 3 -4 4 5 -7
leaf_value=-0.01341700528034699 0.0039435192636520355 0.022633208960134831 -0.017908354657915904 0.016163211046232955 0.012746659073140191 -0.030656857940975925
leaf_weight=0.0010719855376806068 0.0017939300540402042 0.0013661951300129064 0.0019834647470694908 0.001889010701116741 0.0017216451431447503 0.0013459013936597906
leaf_count=509 514 225 727 504 399 243
internal_value=0 0.0013556 -0.00753064 0.0066645 0.00226298 -0.00629685
internal_weight=0 0.0101001 0.00377739 0.00632275 0.00495656 0.00306755
internal_count=3121 2612 1241 1371 1146 642
is_linear=0
shrinkage=0.1


Tree=3841
num_leaves=9
num_cat=0
split_feature=43 43 16 0 16 0 4 42
split_gain=2.27928e-05 8.07231e-05 4.7148e-05 6.44361e-05 5.33479e-05 0.000121994 6.51977e-05 3.24589e-05
threshold=-0.092909999999999979 -0.074359999999999996 0.22339500000000004 -0.060129999999999996 -0.056919999999999991 -0.10224499999999999 0.038415000000000012 0.085465000000000013
decision_type=2 2 2 2 2 2 2 2
left_child=7 -2 3 4 5 6 -3 -1
right_child=1 2 -4 -5 -6 -7 -8 -9
leaf_value=-0.019085262096111288 0.024904023448948841 0.010102732807682006 -0.020525379079467818 0.024526523664700192 -0.020636894093099618 0.027800628740539242 -0.022392533374460479 0.0039778746967244786
leaf_weight=0.0013364671374013178 0.0013417143118548821 0.0010155671587029607 0.0011336046882093696 0.0010276317114259349 0.0012759207393597434 0.0013090964660981341 0.0015749805692089058 0.0011229974785083446
leaf_count=323 767 95 256 196 413 708 221 142
internal_value=0 0.00235127 -0.00177306 0.00165384 -0.00288763 0.00291973 -0.00965348 -0.00855458
internal_weight=0 0.00867852 0.0073368 0.0062032 0.00517556 0.00389964 0.00259055 0.00245946
internal_count=3121 2656 1889 1633 1437 1024 316 465
is_linear=0
shrinkage=0.1


Tree=3842
num_leaves=10
num_cat=0
split_feature=13 39 48 51 0 52 15 3 3
split_gain=2.69495e-05 3.65466e-05 5.83201e-05 7.29776e-05 0.000104777 6.49281e-05 6.79109e-05 0.000112852 6.27101e-05
threshold=-0.23438999999999996 0.085220000000000004 0.11280000000000003 0.087505000000000013 -0.17169499999999996 0.090245000000000006 0.088235000000000022 -0.10519499999999998 -0.0087149999999999988
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 6 7 -6 -9
right_child=1 -3 -4 -5 5 -7 -8 8 -10
leaf_value=0.013348112233372565 0.032232638204392851 0.015684021766804678 -0.026617403656613966 -0.02585702131997877 0.023257925078830521 -0.022192090159463967 0.023634682109853953 -0.034502884925000976 -0.00039703348125931065
leaf_weight=0.0013221845767817262 0.0010228475297251495 0.0010582614504917312 0.0010078105267053621 0.0010266987068161988 0.0010078821815795386 0.0012966587728379629 0.0011925942837155016 0.0010673046860186159 0.0010893732622672212
leaf_count=169 106 298 95 310 201 501 298 1036 107
internal_value=0 -0.00186409 -0.0039959 -0.00103638 0.00278039 -0.0025479 0.00329808 -0.00436597 -0.0172755
internal_weight=0 0.00976943 0.00871117 0.00770336 0.00667666 0.00565381 0.00435715 0.00316456 0.00215668
internal_count=3121 2952 2654 2559 2249 2143 1642 1344 1143
is_linear=0
shrinkage=0.1


Tree=3843
num_leaves=10
num_cat=0
split_feature=484 42 47 42 3 133 15 0 4
split_gain=7.48622e-05 7.68146e-05 0.000109657 0.000103029 8.55985e-05 0.000118529 0.000155212 6.86183e-05 7.79778e-05
threshold=-1.0000000180025095e-35 0.10256000000000001 0.10980000000000002 -1.0000000180025095e-35 -0.10023499999999998 0.076280000000000014 1.0000000180025095e-35 -0.23051499999999997 -0.0024449999999999997
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 -5 6 7 -6 -9
right_child=1 -3 -4 4 5 -7 -8 8 -10
leaf_value=-0.00050637324925203737 -0.00040945758366305751 -0.00047984405347478281 0.00061852865390381697 0.00046434389481201353 0.00046299821801056858 0.00049868668443107825 -0.00080441391948344243 0.00027257351339625728 -0.0003961208285344236
leaf_weight=0.0010464122883039563 0.0017970891400651981 0.0010053341208456227 0.0013131984783678911 0.0019780932742968008 0.0010575697012953399 0.0014072040975049915 0.0010771825497847467 0.0011308557399394592 0.0016468533599438696
leaf_count=515 775 310 119 227 63 404 309 195 204
internal_value=0 3.97414e-05 8.55299e-05 1.61942e-05 0.00010838 -3.03899e-06 -0.000146761 3.7948e-05 -0.000123883
internal_weight=0 0.0124134 0.011408 0.0100948 0.00829776 0.00631967 0.00491246 0.00383528 0.00277771
internal_count=3121 2606 2296 2177 1402 1175 771 462 399
is_linear=0
shrinkage=0.00196078


Tree=3844
num_leaves=11
num_cat=0
split_feature=484 16 151 1 133 13 2 160 13 43
split_gain=9.8113e-05 5.68816e-05 8.82534e-05 0.000101947 0.00010717 0.000127499 9.26505e-05 8.10489e-05 0.000112098 0.000131322
threshold=-1.0000000180025095e-35 -0.014034999999999997 -0.044604999999999992 0.10752500000000002 0.083950000000000011 -0.014169999999999999 0.089885000000000007 -0.081069999999999989 -0.061684999999999997 -0.16318499999999997
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 -4 -7 -3 -9 -10
right_child=1 7 3 -5 -6 6 -8 8 9 -11
leaf_value=-0.00058454812731541716 -0.00058422844176889458 0.00069320195403387041 -0.00089405642856285204 0.000416097034654852 0.00038383430608529562 -0.00046836246629712331 0.00036608374067584955 0.00045915947728247846 0.00031795522403135898 -0.00060372318956107313
leaf_weight=0.0010489523857484797 0.0011001452756496015 0.0010163220974294474 0.0010349809580464751 0.0017603314553475786 0.0010830328816871524 0.001019303880873324 0.0010270329895472738 0.0017086468394974077 0.0010630756838767572 0.0013479663098740658
leaf_count=515 173 227 448 259 360 286 141 306 71 335
internal_value=0 4.04538e-05 -7.42107e-05 2.04937e-05 -0.000146734 -0.000333219 -4.95635e-05 0.000197287 7.49458e-05 -0.000197337
internal_weight=0 0.0121608 0.00702483 0.00592468 0.00416435 0.00308132 0.00204634 0.00513601 0.00411969 0.00241104
internal_count=3121 2606 1667 1494 1235 875 427 939 712 406
is_linear=0
shrinkage=0.00196078


Tree=3845
num_leaves=12
num_cat=0
split_feature=48 133 484 42 133 4 43 0 16 13 47
split_gain=0.000214393 0.000144066 0.00016132 0.000167042 0.000171458 0.000178637 0.000130528 0.000165031 0.000136631 0.000110743 0.000111367
threshold=0.12879500000000002 0.10722500000000001 -1.0000000180025095e-35 -0.11051499999999999 0.083950000000000011 0.40473500000000007 -0.17390999999999998 -0.11013499999999998 -0.094359999999999986 -0.095304999999999987 0.086010000000000017
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 5 6 -5 8 -8 -9 -11
right_child=-2 -3 3 4 -6 -7 7 9 -10 10 -12
leaf_value=-0.00064111098854308557 -0.00083537514946622311 -0.00065019543412897442 -0.00059068212839425154 0.00070022002842148412 0.00085563585960514638 0.00091368843541782946 -8.0681949572932664e-05 0.00021676986507071706 0.00078460250233015753 -0.00079417476307249368 -1.1257328255348942e-05
leaf_weight=0.0010205405481666192 0.0011463394002700468 0.0010495375100366333 0.0010068192471207908 0.00101553655443282 0.001514880093520239 0.0010236102008693562 0.0015447171928500425 0.0011419454369879962 0.0012854416129599007 0.0018670853812067451 0.0011160846669206713
leaf_count=436 90 412 140 58 390 203 109 108 127 918 130
internal_value=0 4.76413e-05 0.000106062 0.000172276 0.000245369 0.000142585 4.35604e-05 -5.23181e-05 0.000312325 -0.000302493 -0.000501264
internal_weight=0 0.0135862 0.0125367 0.0115161 0.0105093 0.00899442 0.00797081 0.00695527 0.00283016 0.00412512 0.00298317
internal_count=3121 3031 2619 2183 2043 1653 1450 1392 236 1156 1048
is_linear=0
shrinkage=0.00196078


Tree=3846
num_leaves=8
num_cat=0
split_feature=3 12 2 43 43 52 16
split_gain=2.23342e-05 3.2941e-05 7.55837e-05 4.32574e-05 9.68314e-05 0.000106089 5.09318e-05
threshold=0.149315 0.092355000000000007 0.086885000000000004 -0.092909999999999979 -0.063379999999999978 -0.0064899999999999992 -0.25582999999999995
decision_type=2 2 2 2 2 2 2
left_child=1 3 -3 -1 -5 -6 -7
right_child=-2 2 -4 4 5 6 -8
leaf_value=-0.014048082005178514 0.012970837138929043 0.0049216795486303113 -0.031169667118298806 0.03039937176595453 -0.019954058208040439 -0.0060976924782575864 0.020139914040984752
leaf_weight=0.0014420028460866239 0.001174353558034553 0.0012360928830016651 0.0010936518045452613 0.0012227387996640521 0.0018558518296138559 0.0011912582915014523 0.0019524122229329516
leaf_count=264 168 285 625 722 310 150 597
internal_value=0 -0.00160759 -0.0120207 0.00155773 0.00517436 -0.000994953 0.0101975
internal_weight=0 0.00999401 0.00232974 0.00766426 0.00622226 0.00499952 0.00314367
internal_count=3121 2953 910 2043 1779 1057 747
is_linear=0
shrinkage=0.1


Tree=3847
num_leaves=8
num_cat=0
split_feature=16 1 15 0 0 3 2
split_gain=2.49364e-05 6.28499e-05 5.53581e-05 3.82476e-05 6.85304e-05 8.72545e-05 4.07051e-05
threshold=0.38525000000000004 0.077565000000000009 0.083935000000000023 -0.077999999999999986 -0.10607499999999999 -0.0049599999999999991 0.11215000000000001
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 4 5 -3 -7
right_child=-2 3 -4 -5 -6 6 -8
leaf_value=-0.025068211826433165 0.012160781946451937 0.03059585807298771 0.0017948880840206122 0.017601558886104745 -0.020319740505159879 0.0070480053387471202 -0.018039349082413898
leaf_weight=0.0017891096484387446 0.0014503142202165866 0.0010626258606609542 0.001342963292703296 0.0015154064235233149 0.0012973579809647633 0.0015702138723698309 0.0010997141853443951
leaf_count=805 311 155 706 488 378 148 130
internal_value=0 -0.0019 -0.0135499 0.00367472 -0.000521138 0.00636044 -0.0032852
internal_weight=0 0.00967739 0.00313207 0.00654532 0.00502991 0.00373255 0.00266993
internal_count=3121 2810 1511 1299 811 433 278
is_linear=0
shrinkage=0.1


Tree=3848
num_leaves=10
num_cat=0
split_feature=484 4 4 15 15 52 0 0 12
split_gain=9.30964e-05 7.02783e-05 5.36753e-05 7.72339e-05 6.04995e-05 8.25589e-05 9.82358e-05 8.07022e-05 5.79468e-05
threshold=-1.0000000180025095e-35 0.27044500000000005 0.098655000000000007 -0.016799999999999995 0.024640000000000006 0.10347000000000002 -0.11991499999999998 -0.060129999999999996 0.089735000000000023
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 4 -4 5 6 -2 -8 -6
right_child=1 -3 3 -5 8 -7 7 -9 -10
leaf_value=-0.00057461266191801764 0.00041971674758343872 0.00042686231013878344 -0.0006845515463859296 6.583658658586133e-05 -0.00053284163813960761 0.00059601752256500723 -0.00056401181796419118 8.8853013218015506e-05 0.00011361875901403158
leaf_weight=0.001018746034599719 0.0016591354248011447 0.0015884467276512078 0.001015421024161905 0.0010971218069659727 0.0011268538827964797 0.0012924244764661195 0.0012183352577227633 0.0018085178479536959 0.001011726941315916
leaf_count=515 147 346 112 43 536 180 509 256 477
internal_value=0 4.3146e-05 -1.64376e-05 -0.000294847 5.60217e-05 0.000157268 3.62578e-05 -0.000173931 -0.000227012
internal_weight=0 0.011818 0.0102295 0.00211254 0.00811699 0.00597841 0.00468599 0.00302685 0.00213858
internal_count=3121 2606 2260 155 2105 1092 912 765 1013
is_linear=0
shrinkage=0.00196078


Tree=3849
num_leaves=8
num_cat=0
split_feature=13 16 12 49 4 47 52
split_gain=2.36476e-05 3.19382e-05 7.03173e-05 4.48518e-05 4.9038e-05 0.000120175 4.03355e-05
threshold=-0.23438999999999996 0.23311500000000004 0.092355000000000007 -0.054319999999999993 -0.077834999999999988 0.090920000000000015 -0.0064899999999999992
decision_type=2 2 2 2 2 2 2
left_child=-1 2 3 -2 -5 6 -6
right_child=1 -3 -4 4 5 -7 -8
leaf_value=0.012422411541595195 -0.015802915697105964 0.012036568414680076 -0.022835587223939028 -0.0093032081487901108 0.0077566616617578982 -0.016763782818909431 0.033406859431040756
leaf_weight=0.0013344164156652823 0.0013672645162922797 0.0014309084636804819 0.0016203244395913566 0.0017424662210060392 0.0010318303735462292 0.0010844024007448032 0.0015105758962138571
leaf_count=169 256 417 668 661 321 148 481
internal_value=0 -0.00176819 -0.00413192 0.000366832 0.00448439 0.0111085 0.0229968
internal_weight=0 0.00978777 0.00835686 0.00673654 0.00536927 0.00362681 0.00254241
internal_count=3121 2952 2535 1867 1611 950 802
is_linear=0
shrinkage=0.1


Tree=3850
num_leaves=8
num_cat=0
split_feature=2 13 13 52 1 0 49
split_gain=2.15497e-05 5.47342e-05 5.3704e-05 5.3203e-05 5.25665e-05 4.98116e-05 3.79926e-05
threshold=0.099185000000000009 -0.086589999999999986 -0.08971999999999998 0.077655000000000016 0.10557500000000002 -0.10011499999999998 -0.0060549999999999988
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -2 5 -4 6 -3
right_child=2 3 4 -5 -6 -7 -8
leaf_value=-0.021515974538436344 0.02066442296308145 -0.0084623359050865175 -0.019267451199859398 0.017704143569492049 0.0084024449974928681 -0.016894032092966093 0.018510790042367869
leaf_weight=0.0013617723232526684 0.0015099587223792611 0.0010020485994592931 0.0011428045291338403 0.001398251484035589 0.0017198544096329112 0.001860880300673945 0.0010904882149913851
leaf_count=482 200 65 457 635 262 927 93
internal_value=0 -0.00361613 0.00540511 0.000938623 -0.00264368 -0.00499104 0.00559423
internal_weight=0 0.00671344 0.00437262 0.00535167 0.00286266 0.00395342 0.00209254
internal_count=3121 2202 919 1720 719 1085 158
is_linear=0
shrinkage=0.1


Tree=3851
num_leaves=10
num_cat=0
split_feature=52 160 133 2 13 52 13 1 1
split_gain=2.20584e-05 8.13594e-05 6.91482e-05 6.43906e-05 9.92843e-05 5.98012e-05 6.25959e-05 3.72394e-05 1.14625e-06
threshold=-0.057699999999999994 -1.0000000180025095e-35 -1.0000000180025095e-35 0.10097500000000002 -0.073839999999999975 -0.088204999999999992 -0.00096999999999999983 0.10124500000000002 0.091535000000000019
decision_type=2 2 2 2 2 2 2 2 2
left_child=5 -2 -3 4 -4 6 -1 -5 -6
right_child=1 2 3 7 8 -7 -8 -9 -10
leaf_value=0.013681154576746062 -0.024814108636632595 -0.021369516963425102 0.041683517268152989 -0.019255311040524466 0.0056282008497417595 0.023534376409930852 -0.02116200841714189 0.0066981444116591951 0.00085319516079320271
leaf_weight=0.0010235096135739006 0.0013993312965628682 0.001066013426120305 0.0010080839776508504 0.0011151983007734846 0.0010013584965455878 0.0012968584655083828 0.0010389956013272627 0.0010963843601408357 0.0010095860521740043
leaf_count=397 753 620 184 103 257 246 283 159 119
internal_value=0 -0.00300358 0.00184349 0.00657437 0.0160706 0.00670851 -0.00387123 -0.00638898 0.00323093
internal_weight=0 0.00769596 0.00629662 0.00523061 0.00301903 0.00335936 0.00206251 0.00221158 0.00201094
internal_count=3121 2195 1442 822 560 926 680 262 376
is_linear=0
shrinkage=0.1


Tree=3852
num_leaves=8
num_cat=0
split_feature=0 1 4 16 47 48 4
split_gain=2.52245e-05 5.63014e-05 4.31767e-05 5.61465e-05 4.29812e-05 5.52625e-05 6.95066e-05
threshold=-0.061629999999999997 1.0000000180025095e-35 -0.49013999999999996 0.22339500000000004 0.087235000000000021 0.086035000000000014 -0.0082299999999999995
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -2 -4 5 6 -3
right_child=2 4 3 -5 -6 -7 -8
leaf_value=-0.019974677096914074 -0.010802585386247929 -0.005029587566473045 0.026178451337544935 -0.0034627867461807941 -0.011301142407627911 -0.011171637587144519 0.027517951449330742
leaf_weight=0.0016038673102542729 0.0010069747184967975 0.0010745844686734446 0.0015021034502624665 0.0011122151602262556 0.0018637372175702126 0.0011596866184527821 0.0016849286416242793
leaf_count=1433 169 427 287 128 231 145 301
internal_value=0 -0.00339709 0.00679134 0.0135681 0.00120062 0.00714571 0.0148436
internal_weight=0 0.0073868 0.00362129 0.00261432 0.00578294 0.0039192 0.00275951
internal_count=3121 2537 584 415 1104 873 728
is_linear=0
shrinkage=0.1


Tree=3853
num_leaves=11
num_cat=0
split_feature=484 42 47 16 133 43 3 51 0 13
split_gain=9.82317e-05 7.675e-05 9.58861e-05 9.57546e-05 0.000106782 0.000122599 7.50425e-05 7.50075e-05 0.000125736 4.54473e-05
threshold=-1.0000000180025095e-35 0.10256000000000001 0.10980000000000002 -0.014034999999999997 0.083950000000000011 -0.0037449999999999996 -0.10831999999999999 0.081440000000000026 -0.10224499999999999 -0.082014999999999991
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 -2 -5 8 -7 -8
right_child=1 -3 -4 6 -6 7 9 -9 -10 -11
leaf_value=-0.00057838614763906326 -0.00086057323156672576 -0.00046810402986112269 0.00058817598122954382 0.00070691175921730638 0.00038622134309276857 -0.0007152156545803996 0.0004084311961089005 0.00031910745853327798 0.00014342739097345054 -9.0149170067898763e-05
leaf_weight=0.001055696258531442 0.0010337227755512594 0.001029401759397139 0.0013185701003213353 0.0010621093027830542 0.0012248212857681523 0.0012979754433590823 0.0011358859484863772 0.001150082278671756 0.0013250258319090114 0.0018440163559771895
leaf_count=515 521 310 119 148 309 137 212 118 290 442
internal_value=0 4.46292e-05 9.09599e-05 2.58777e-05 -0.000130616 -0.000262312 0.000259404 -9.84043e-05 -0.000281467 9.99008e-05
internal_weight=0 0.0124216 0.0113922 0.0100736 0.00603163 0.00480681 0.00404201 0.00377308 0.002623 0.0029799
internal_count=3121 2606 2296 2177 1375 1066 802 545 427 654
is_linear=0
shrinkage=0.00196078


Tree=3854
num_leaves=11
num_cat=0
split_feature=484 42 47 16 133 51 16 0 16 12
split_gain=7.46805e-05 9.14616e-05 8.84487e-05 9.4044e-05 0.000116605 0.000130685 0.000170839 0.00016124 0.000110971 5.65098e-05
threshold=-1.0000000180025095e-35 0.10256000000000001 0.10980000000000002 -0.014034999999999997 0.083950000000000011 0.081440000000000026 -0.5048999999999999 -0.10224499999999999 0.26676500000000009 0.085440000000000016
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 6 -2 -8 9 -5
right_child=1 -3 -4 8 -6 -7 7 -9 -10 -11
leaf_value=-0.00050965159806222753 0.0001943072117126909 -0.00052587942375028241 0.00055466686908648018 0.00021333712057056343 0.00041442773099851067 0.00024022320111253978 -0.0013211140876402167 -0.00030959188294122351 -0.00025406539382727536 0.00076367749834879511
leaf_weight=0.0010572765062122876 0.0010458860100637721 0.0010336026036334772 0.0013495635584684076 0.0016226636766844705 0.0011984517017988375 0.0013930903579098628 0.0010760779986611416 0.0013865669006803251 0.0011904665427626086 0.001285704555102238
leaf_count=515 123 310 119 306 309 194 109 640 256 240
internal_value=0 3.29235e-05 8.2937e-05 2.05157e-05 -0.000133825 -0.000267874 -0.000469618 -0.000751587 0.000250213 0.000456627
internal_weight=0 0.0125821 0.0115485 0.0101989 0.00610007 0.00490162 0.00350853 0.00246264 0.00409883 0.00290837
internal_count=3121 2606 2296 2177 1375 1066 872 749 802 546
is_linear=0
shrinkage=0.00196078


Tree=3855
num_leaves=11
num_cat=0
split_feature=484 42 47 403 42 160 3 133 15 2
split_gain=9.38297e-05 6.41186e-05 0.000108515 8.49739e-05 0.000214369 0.000103326 8.002e-05 0.000108222 0.000128482 0.000148352
threshold=-1.0000000180025095e-35 0.10256000000000001 0.10980000000000002 0.03138500000000001 -0.025789999999999997 -0.080409999999999995 -0.10023499999999998 0.076280000000000014 -1.0000000180025095e-35 0.089885000000000007
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 -6 -7 8 9 -8
right_child=1 -3 -4 -5 5 6 7 -9 -10 -11
leaf_value=-0.00056540816453147264 -0.00090578951591330161 -0.00042602008949961631 0.00060909059187637838 0.00047539620322109669 -0.00045736967288227421 0.00054858199124491463 -0.00043228198660460857 0.00052976463584137093 -0.00068577596133852204 0.00052540411328032722
leaf_weight=0.0010604778613362209 0.0010087144692473475 0.001031051053460119 0.0013384132729379666 0.0013352553763977979 0.001263118311194732 0.0015237315080351699 0.0010997690145867693 0.0012611158221498215 0.0011306387093458796 0.001431133799711362
leaf_count=515 503 310 119 288 369 181 109 262 311 154
internal_value=0 4.22188e-05 8.45979e-05 1.47725e-05 -5.57752e-05 5.5441e-05 0.000155922 3.43804e-05 -0.000136241 0.000109255
internal_weight=0 0.0124229 0.0113919 0.0100535 0.00871822 0.00770951 0.00644639 0.00492266 0.00366154 0.0025309
internal_count=3121 2606 2296 2177 1889 1386 1017 836 574 263
is_linear=0
shrinkage=0.00196078


Tree=3856
num_leaves=10
num_cat=0
split_feature=41 474 160 133 52 13 151 13 2
split_gain=9.71003e-05 7.65221e-05 0.000124862 0.000128373 8.35405e-05 0.000121556 8.45972e-05 0.000158322 7.99565e-05
threshold=0.075585000000000013 0.084660000000000027 -1.0000000180025095e-35 -1.0000000180025095e-35 0.11008000000000001 -0.084034999999999985 -0.0083949999999999979 0.19762500000000002 0.092120000000000021
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 5 -5 -7 8 -8
right_child=-2 -3 3 4 -6 6 7 -9 -10
leaf_value=-0.00049754996503729152 -0.00058269347735809046 0.00056584078718869917 -0.00048994061071414192 0.0005790509300073964 0.00065506145322937978 -0.00051852888211675278 3.3964543800549e-05 -0.00058374447739944395 0.00064796907017576708
leaf_weight=0.0016485556401040881 0.0010190873859995961 0.0010041957354412915 0.0012851775363849132 0.0015577741317935323 0.0011976649871607561 0.0011340103400829821 0.0019572049558667392 0.0010466096158731966 0.0013977019992553867
leaf_count=697 170 333 661 227 118 181 344 84 306
internal_value=0 4.72703e-05 8.77422e-07 8.66829e-05 0.000176065 9.5189e-05 -4.09765e-05 8.20605e-05 0.000289768
internal_weight=0 0.0122289 0.0112247 0.00957614 0.00829097 0.0070933 0.00553553 0.00440152 0.00335491
internal_count=3121 2951 2618 1921 1260 1142 915 734 650
is_linear=0
shrinkage=0.00196078


Tree=3857
num_leaves=10
num_cat=0
split_feature=484 4 16 48 133 47 1 1 133
split_gain=0.000102917 7.82569e-05 5.99085e-05 5.40906e-05 4.89327e-05 6.95561e-05 9.24743e-05 0.000146893 0.000107154
threshold=-1.0000000180025095e-35 0.27044500000000005 -0.36241499999999999 0.092475000000000016 -0.0061299999999999992 0.09550500000000002 0.086560000000000012 0.094825000000000007 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 -4 6 8 -8 -6
right_child=1 -3 3 -5 5 -7 7 -9 -10
leaf_value=-0.00060478201647425707 -0.000418961569288135 0.00043407102815630548 -0.00035131065690278967 0.00040786095596704008 0.00052998517708747182 0.0004885822627428418 -0.00084872073142996691 0.00013921711827825098 -0.00019542384301282661
leaf_weight=0.0010392806340877693 0.001296428897945341 0.0016575550354632597 0.0014732010666724535 0.0012648653945214914 0.0015871561018199283 0.001122283145757446 0.0011339807480640254 0.0011815227761188549 0.0015449716018217446
leaf_count=515 101 346 653 221 185 79 207 274 540
internal_value=0 3.78657e-05 -2.40643e-05 3.09375e-05 -2.83377e-05 4.4084e-05 -4.74885e-05 -0.00034461 0.000172166
internal_weight=0 0.012262 0.0106044 0.00930798 0.00804312 0.00656991 0.00544763 0.0023155 0.00313213
internal_count=3121 2606 2260 2159 1938 1285 1206 481 725
is_linear=0
shrinkage=0.00196078


Tree=3858
num_leaves=11
num_cat=0
split_feature=484 133 133 15 3 3 15 16 16 42
split_gain=0.000114303 8.16551e-05 0.000119887 0.000151081 0.000119629 0.000100341 0.000135399 0.000133111 8.8799e-05 8.67306e-05
threshold=-1.0000000180025095e-35 0.10722500000000001 0.083950000000000011 0.024640000000000006 -0.10519499999999998 -0.0087149999999999988 -0.018314999999999994 -0.056919999999999991 -0.094359999999999986 0.081660000000000024
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 -6 7 8 -7 -5
right_child=1 -3 -4 9 5 6 -8 -9 -10 -11
leaf_value=-0.00062367864137228624 0.0005578707536558643 -0.00049217555087934222 0.0006034094571370144 -0.00085167656931718139 -0.00046307230947306444 -9.3219733912500098e-05 0.00075890693896259176 -0.00062863688378505763 0.00064190791244212147 -5.3441234548766706e-05
leaf_weight=0.0010838556437629534 0.0019265829371022444 0.0010206144008608883 0.0015013560899731415 0.0010652547646358094 0.0014014973342722798 0.0016212892499115963 0.0010409636435736464 0.0010599979034272011 0.001035065549374381 0.0010286781397486006
leaf_count=515 224 363 422 436 452 161 85 101 56 306
internal_value=0 3.96885e-05 8.61608e-05 9.87144e-06 0.000131436 -1.96032e-06 0.000133882 -4.11891e-05 0.000193227 -0.000459531
internal_weight=0 0.0127013 0.0116807 0.0101793 0.0080854 0.00615881 0.00475732 0.00371635 0.00265635 0.00209393
internal_count=3121 2606 2243 1821 1079 855 403 318 217 742
is_linear=0
shrinkage=0.00196078


Tree=3859
num_leaves=10
num_cat=0
split_feature=484 42 47 16 133 15 2 16 12
split_gain=9.2864e-05 7.52411e-05 8.73126e-05 8.8548e-05 0.000116691 0.000113001 0.00012544 7.59784e-05 6.01759e-05
threshold=-1.0000000180025095e-35 0.10256000000000001 0.10980000000000002 -0.014034999999999997 0.083950000000000011 -0.03241999999999999 0.089885000000000007 0.26676500000000009 0.088245000000000004
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 6 -2 8 -5
right_child=1 -3 -4 7 -6 -7 -8 -9 -10
leaf_value=-0.0005692145378947761 -0.00048843550337827088 -0.00047034161395886231 0.00056523530878887802 0.00018999010761600239 0.00041756153043713198 -0.00068752216024105218 0.0003025418269511757 -0.00017743710322980924 0.00077494395413674774
leaf_weight=0.0010399500044513737 0.0013839792872761729 0.0010136381499285729 0.0013001418163015388 0.0016832575407135118 0.001207636316586636 0.0016086538078685301 0.0017399686666471977 0.0011276287061730648 0.0011300859013560023
leaf_count=515 161 310 119 382 309 649 256 256 164
internal_value=0 4.11897e-05 8.75623e-05 2.47114e-05 -0.000126475 -0.000265299 -4.78789e-05 0.000252596 0.000424959
internal_weight=0 0.012195 0.0111814 0.00988121 0.00594024 0.0047326 0.00312395 0.00394097 0.00281334
internal_count=3121 2606 2296 2177 1375 1066 417 802 546
is_linear=0
shrinkage=0.00196078


Tree=3860
num_leaves=9
num_cat=0
split_feature=14 15 16 48 12 15 3 43
split_gain=2.76885e-05 4.33967e-05 4.17938e-05 9.9094e-05 7.74553e-05 6.6729e-05 9.3638e-05 5.59761e-05
threshold=-1.0000000180025095e-35 -0.10653 -0.094359999999999986 0.091545000000000015 0.088930000000000023 -0.016799999999999995 0.10299500000000002 -0.084004999999999982
decision_type=2 2 2 2 2 2 2 2
left_child=-1 -2 4 5 -3 -4 7 -7
right_child=1 2 3 -5 -6 6 -8 -9
leaf_value=-0.015919632934493246 0.017604565957542961 -0.027817964862680861 -0.020181005205303089 0.030586648587308952 0.0083876415099074422 0.0092845542775354499 0.030525546859587634 -0.019169517410605151
leaf_weight=0.0010049056617250267 0.0014344597437652854 0.0013839238298260208 0.0015288355416222918 0.0010871490248263796 0.0010311325712390974 0.0013805936241305201 0.0010167374784351146 0.0013849125425454893
leaf_count=161 388 253 568 166 170 349 56 1010
internal_value=0 0.0014744 -0.00115097 0.00307982 -0.0123596 -0.00255068 0.00457574 -0.0049647
internal_weight=0 0.0102477 0.00881328 0.00639823 0.00241506 0.00531108 0.00378224 0.00276551
internal_count=3121 2960 2572 2149 423 1983 1415 1359
is_linear=0
shrinkage=0.1


Tree=3861
num_leaves=9
num_cat=0
split_feature=14 15 52 13 13 4 4 3
split_gain=2.24935e-05 3.52628e-05 3.74926e-05 7.02858e-05 9.01063e-05 5.82707e-05 4.69651e-05 2.4841e-05
threshold=-1.0000000180025095e-35 -0.10653 0.11434500000000002 -0.095304999999999987 -0.033284999999999988 -0.0029599999999999995 -0.084369999999999987 0.090900000000000009
decision_type=2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 -5 6 -6 -7
right_child=1 2 -4 4 5 7 -8 -9
leaf_value=-0.014364195918481157 0.015893534408840324 0.019504854019851265 -0.01835965353343192 -0.029824206612428933 0.00098037100947767609 -0.018691056037692364 0.028539914283310399 0.0017449093219755601
leaf_weight=0.0010024866696595738 0.0014302368514334104 0.0016801527619812618 0.001094021625701414 0.0010777803822236229 0.0014576867211665238 0.0012679193009926541 0.001073882657263638 0.0011204317507313988
leaf_count=161 388 200 377 945 456 179 353 62
internal_value=0 0.00133372 -0.00104023 0.00142762 -0.0036364 0.00210042 0.012671 -0.00910406
internal_weight=0 0.0102021 0.00877188 0.00767785 0.0059977 0.00491992 0.00253157 0.00238835
internal_count=3121 2960 2572 2195 1995 1050 809 241
is_linear=0
shrinkage=0.1


Tree=3862
num_leaves=10
num_cat=0
split_feature=484 4 16 15 42 52 0 47 13
split_gain=9.75088e-05 6.52208e-05 5.10725e-05 5.86989e-05 0.000168481 9.71923e-05 9.89295e-05 0.000136638 4.8151e-05
threshold=-1.0000000180025095e-35 0.27044500000000005 -0.36241499999999999 0.024640000000000006 0.081660000000000024 0.10347000000000002 -0.12333499999999999 0.09550500000000002 -0.008624999999999999
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 5 -5 6 -4 8 -8
right_child=1 -3 3 4 -6 -7 7 -9 -10
leaf_value=-0.00058198550094839944 -0.00038544388085799382 0.00040799874667182384 0.00040738794958401623 -0.00075485007890489721 0.00030087798754812727 0.00060796548897453775 -0.00015110641376304856 0.00033733553060420599 -0.00069693122826601213
leaf_weight=0.0010359413330304395 0.0012423571205682207 0.0016428672918706892 0.0017173478906961043 0.0011721815936307834 0.0011526765190090923 0.0013170303647057511 0.0012053790856911615 0.0013771224310326364 0.0012825423918973247
leaf_count=515 101 346 152 520 485 180 427 121 274
internal_value=0 4.47852e-05 -1.22257e-05 3.80406e-05 -0.000231415 0.000128837 1.57987e-05 -0.000158195 -0.000432483
internal_weight=0 0.0121095 0.0104666 0.00922428 0.00232486 0.00689942 0.00558239 0.00386504 0.00248792
internal_count=3121 2606 2260 2159 1005 1154 974 822 701
is_linear=0
shrinkage=0.00196078


Tree=3863
num_leaves=10
num_cat=0
split_feature=41 474 160 133 52 13 151 13 2
split_gain=0.000113234 6.5871e-05 0.000144304 0.00013529 8.82207e-05 0.000112069 9.36138e-05 0.000147889 8.98702e-05
threshold=0.075585000000000013 0.084660000000000027 -1.0000000180025095e-35 -1.0000000180025095e-35 0.11008000000000001 -0.084034999999999985 -0.0083949999999999979 0.19762500000000002 0.092120000000000021
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 5 -5 -7 8 -8
right_child=-2 -3 3 4 -6 6 7 -9 -10
leaf_value=-0.00051708627966154733 -0.00061498139011765087 0.00053494934204170654 -0.00048821934625193801 0.00057616337470767535 0.00068260366511537895 -0.00050994944494692337 3.8036275804834456e-05 -0.00052011685250816578 0.00068547041837867066
leaf_weight=0.0016928852719474237 0.0010571668974752599 0.0010042738232417516 0.001288382632143978 0.0015615057706289343 0.0012158957435261155 0.001174602595050785 0.0019292998595869524 0.0010767696273869774 0.0014391993157474089
leaf_count=697 170 333 661 227 118 181 344 84 306
internal_value=0 5.35734e-05 1.1087e-05 0.000103403 0.000194174 0.000111477 -1.76378e-05 0.000112449 0.000314654
internal_weight=0 0.0123828 0.0113785 0.00968566 0.00839727 0.00718138 0.00561987 0.00444527 0.0033685
internal_count=3121 2951 2618 1921 1260 1142 915 734 650
is_linear=0
shrinkage=0.00196078


Tree=3864
num_leaves=11
num_cat=0
split_feature=484 133 133 15 3 42 16 3 52 150
split_gain=0.000112874 8.43039e-05 9.31212e-05 0.000143447 0.000142957 0.000115793 0.000102058 5.70391e-05 7.46679e-05 1.92999e-05
threshold=-1.0000000180025095e-35 0.10622000000000002 0.083950000000000011 0.024640000000000006 -0.10519499999999998 0.081660000000000024 -0.25582999999999995 -0.0087149999999999988 -0.0064899999999999992 0.082565000000000013
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 -5 -6 -8 9 -9
right_child=1 -3 -4 5 6 -7 7 8 -10 -11
leaf_value=-0.00062007381187166566 0.00061679697101595717 -0.00048235479684085626 0.00056658602530396097 -0.00087709284955787251 -0.00048023576004166358 4.3494186613855927e-05 -0.00026546514705523539 -0.00017560575971924794 0.00058630750323648937 0.00020584539645969834
leaf_weight=0.0010601431310571395 0.0019137528689757233 0.0010598526301205885 0.0014145677256046782 0.0010718704490032065 0.0013201963923606085 0.001030181955340641 0.0010405642507902799 0.0010387587192410841 0.0015146507759756381 0.0010017600169526242
leaf_count=515 224 370 415 436 184 306 399 110 86 76
internal_value=0 4.65036e-05 9.5904e-05 2.88652e-05 0.000150965 -0.000425928 2.71763e-07 0.000138305 0.000256485 1.16616e-05
internal_weight=0 0.0124062 0.0113463 0.00993174 0.00782968 0.00210205 0.00591593 0.00459573 0.00355517 0.00204052
internal_count=3121 2606 2236 1821 1079 742 855 671 272 186
is_linear=0
shrinkage=0.00196078


Tree=3865
num_leaves=11
num_cat=0
split_feature=484 41 3 133 1 12 3 0 12 15
split_gain=0.000102303 6.14358e-05 9.30303e-05 5.9239e-05 7.11562e-05 0.000106885 6.63926e-05 6.36235e-05 8.52798e-05 5.83149e-05
threshold=-1.0000000180025095e-35 0.075585000000000013 -0.10519499999999998 0.083950000000000011 0.13146500000000003 0.091545000000000015 -0.055119999999999995 -0.12333499999999999 0.081420000000000006 -0.095869999999999983
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 7 -5 9 -9 -4
right_child=1 -3 3 6 -6 -7 -8 8 -10 -11
leaf_value=-0.00059090187784477117 0.00048024784643360365 -0.00041932785669137636 -0.00015633696009605247 -4.7779920528792275e-05 0.00036173577107811896 -0.00071254084118021479 0.00065178180915361958 -0.00063147954591201687 0.00012761981796730054 0.00040405199277352316
leaf_weight=0.0010652001423997791 0.0018936294174894544 0.0010186010961705039 0.0012979565927732639 0.0010591835499569591 0.0011949262519928847 0.0011094545133905741 0.0010276441746580004 0.0012488390831739374 0.0010452153604344481 0.0015866942537792229
leaf_count=515 252 144 89 547 154 363 174 164 585 134
internal_value=0 4.21525e-05 8.31577e-05 4.58418e-06 -7.6883e-05 -0.000160233 0.000296715 -4.19097e-05 -0.000285619 0.000151903
internal_weight=0 0.0124821 0.0114635 0.00956991 0.00748309 0.00628816 0.00208683 0.00517871 0.00229405 0.00288465
internal_count=3121 2606 2462 2210 1489 1335 721 972 749 223
is_linear=0
shrinkage=0.00196078


Tree=3866
num_leaves=11
num_cat=0
split_feature=484 133 133 15 3 3 15 16 16 42
split_gain=0.000111088 8.50245e-05 9.02044e-05 0.000158383 0.000135093 0.000149187 0.00014959 0.000143617 8.23752e-05 7.2663e-05
threshold=-1.0000000180025095e-35 0.10722500000000001 0.083950000000000011 0.024640000000000006 -0.10519499999999998 -0.0087149999999999988 -0.016799999999999995 -0.056919999999999991 -0.094359999999999986 0.081660000000000024
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 -6 7 8 -7 -5
right_child=1 -3 -4 9 5 6 -8 -9 -10 -11
leaf_value=-0.00060624344110544364 0.00060757556791292855 -0.00049902202129948356 0.0005489687081375918 -0.00080939316128894817 -0.00056418526954881614 -4.3226503683637295e-05 0.00083874090266425642 -0.00061951275042989565 0.00067382761151417924 -8.2265071748632398e-05
leaf_weight=0.001089053083868822 0.0019235717439401298 0.0010092517184310994 0.00146546043664847 0.0010652115547216969 0.0013471325336954455 0.0015626854913367554 0.0010237733701690729 0.0010543675815352094 0.001016715689176606 0.001048463803043563
leaf_count=515 224 363 422 436 452 162 83 102 56 306
internal_value=0 4.66689e-05 9.45285e-05 2.82101e-05 0.000155357 1.04911e-05 0.000176709 -9.81144e-06 0.000239413 -0.00044871
internal_weight=0 0.0125166 0.0115074 0.0100419 0.00792825 0.00600467 0.00465754 0.00363377 0.0025794 0.00211368
internal_count=3121 2606 2243 1821 1079 855 403 320 218 742
is_linear=0
shrinkage=0.00196078


Tree=3867
num_leaves=10
num_cat=0
split_feature=2 0 0 151 160 1 42 2 12
split_gain=2.46364e-05 2.94347e-05 5.04588e-05 6.56707e-05 7.64492e-05 0.000123613 8.13779e-05 5.21976e-05 2.30184e-05
threshold=-1.0000000180025095e-35 0.15398500000000004 -0.053834999999999994 -0.0083949999999999979 -1.0000000180025095e-35 0.090405000000000013 0.083995000000000014 0.090425000000000019 0.082850000000000021
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 -5 6 -6 -7 -4
right_child=1 -3 8 4 5 7 -8 -9 -10
leaf_value=0.014772309303387774 -0.015394423693001751 0.014727638756785842 -0.0065215962848137882 -0.018623210185837447 -0.025772693873239591 0.011358973615609958 0.014155482731163292 0.041422357954310811 -0.027617680250746308
leaf_weight=0.0010170124722181035 0.0018908553456751069 0.0010042820960614466 0.0010346026019922841 0.0010031049529600836 0.0010293082801337461 0.0010602105227424281 0.0010126026681037494 0.0012685518592292656 0.0010342573745617534
leaf_count=199 459 47 167 630 626 189 423 162 219
internal_value=0 -0.00153949 -0.00328983 0.000633959 0.00627382 0.0119879 -0.00597194 0.0277355 -0.0170679
internal_weight=0 0.0103378 0.00933349 0.00726463 0.00537378 0.00437067 0.00204191 0.00232876 0.00206886
internal_count=3121 2922 2875 2489 2030 1400 1049 351 386
is_linear=0
shrinkage=0.1


Tree=3868
num_leaves=11
num_cat=0
split_feature=41 474 160 133 52 13 12 3 3 2
split_gain=0.000128409 6.78725e-05 0.000127758 0.000138495 8.63698e-05 0.000102623 0.000103356 8.90836e-05 7.94435e-05 6.32585e-06
threshold=0.075585000000000013 0.084660000000000027 -1.0000000180025095e-35 -1.0000000180025095e-35 0.11008000000000001 -0.084034999999999985 0.09857500000000001 -0.049509999999999992 0.088060000000000013 0.10222000000000002
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 5 -5 7 -7 -9 -10
right_child=-2 -3 3 4 -6 6 -8 8 9 -11
leaf_value=-0.00048293315987727007 -0.00065823293613923744 0.00053213880517902863 -0.00049558222141724061 0.00054699061175554945 0.00066981168320054537 -0.00060504859818771362 0.00051230789033512403 0.00038156651643283623 -0.0003409024875554149 -0.00012125412612409243
leaf_weight=0.0016981565462934759 0.001043695890282712 0.0010605311848623901 0.0013058909255045529 0.0016075685930238125 0.0012341032725949486 0.0011975754350756528 0.0011488132602575059 0.0013696888443456377 0.0010017216529272233 0.0010147901531478709
leaf_count=697 170 333 661 227 118 423 189 171 52 80
internal_value=0 5.7368e-05 1.38807e-05 9.92708e-05 0.000189869 0.000109176 -1.35985e-05 -0.000145404 1.71551e-05 -0.000230367
internal_weight=0 0.0126388 0.0115783 0.00988015 0.00857426 0.00734016 0.00573259 0.00458378 0.0033862 0.00201651
internal_count=3121 2951 2618 1921 1260 1142 915 726 303 132
is_linear=0
shrinkage=0.00196078


Tree=3869
num_leaves=9
num_cat=0
split_feature=484 41 3 3 43 43 16 16
split_gain=0.000104831 8.03524e-05 0.000108999 5.21563e-05 7.08414e-05 7.43776e-05 0.000117299 0.000187477
threshold=-1.0000000180025095e-35 0.075585000000000013 -0.10519499999999998 -0.078934999999999991 -0.074359999999999996 0.15359500000000004 -0.056919999999999991 -0.23935499999999996
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 -5 6 7 -6
right_child=1 -3 3 4 5 -7 -8 -9
leaf_value=-0.00059729896053571749 0.00052017607425717714 -0.00048756811253981483 -0.00029745538116092191 0.00043943191522832943 -0.00048629926422816147 0.00042655901546032288 -0.00053398637226328603 0.00049981271102318594
leaf_weight=0.0010623114808520186 0.0019007151054739801 0.0010012703373371507 0.0017745210044744792 0.001621179919993763 0.0012437688437042238 0.0011452957528619075 0.0017534667001674739 0.0018345421521017685
leaf_count=515 252 144 1070 332 164 112 300 232
internal_value=0 4.4756e-05 9.20351e-05 5.21189e-06 7.58978e-05 -2.27047e-05 -0.000129195 0.000101381
internal_weight=0 0.0122748 0.0112735 0.00937277 0.00759825 0.00597707 0.00483178 0.00307831
internal_count=3121 2606 2462 2210 1140 808 696 396
is_linear=0
shrinkage=0.00196078


Tree=3870
num_leaves=11
num_cat=0
split_feature=484 42 47 3 474 52 403 42 12 16
split_gain=0.000138999 0.000100465 0.000101049 0.000116763 0.00010553 0.000106938 0.000123236 0.000194646 0.000122216 0.000120003
threshold=-0.0068949999999999992 0.10256000000000001 0.09550500000000002 0.099930000000000005 0.084660000000000027 -0.081429999999999989 0.03138500000000001 0.088380000000000014 0.084100000000000022 -0.071854999999999988
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 -4 5 -2 7 8 9 -7
right_child=1 -3 3 -5 -6 6 -8 -9 -10 -11
leaf_value=-0.00070631938858484579 0.00039916459315416893 -0.00052416024545791698 0.00085356792967061909 -1.9514917145107909e-05 0.00059773972173694497 0.00015509950323362156 0.00042964537723789157 0.00041715437132628958 -0.00087192945058486241 -0.00064357008821556993
leaf_weight=0.0010124200223620714 0.0015789446834616827 0.0010830525038239254 0.0013102831421770806 0.0010697093786016243 0.0010465909583945348 0.0015571000494981721 0.0011222762493823396 0.0012216914213526971 0.0017481288911755017 0.0013507371732209483
leaf_count=503 424 311 151 58 226 221 227 254 613 133
internal_value=0 4.77882e-05 9.93855e-05 0.000461153 9.93498e-06 -6.1775e-05 -0.000165747 -0.000279431 -0.00046221 -0.000215895
internal_weight=0 0.0130885 0.0120055 0.00237999 0.00962547 0.00857888 0.00699993 0.00587766 0.00465597 0.00290784
internal_count=3121 2618 2307 209 2098 1872 1448 1221 967 354
is_linear=0
shrinkage=0.00196078


Tree=3871
num_leaves=9
num_cat=0
split_feature=16 4 0 3 43 3 2 1
split_gain=2.45043e-05 5.19082e-05 8.69206e-05 4.8645e-05 5.83071e-05 3.51729e-05 0.000122369 6.39262e-05
threshold=0.38525000000000004 -0.35136499999999998 -0.060129999999999996 -0.08824499999999999 -0.04890499999999999 0.090900000000000009 0.11215000000000001 0.088485000000000022
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 -5 7 -7 -6
right_child=-2 2 -4 4 5 6 -8 -9
leaf_value=-0.020638676219264782 0.011930801027113642 -0.019133372863598827 0.025448628544064683 0.01883124349400692 0.0033891397753169797 0.028003581708939646 -0.017783032938048053 -0.030918440707676548
leaf_weight=0.0012821340277741925 0.0014803478432722063 0.0015186062220099829 0.0012381978715301232 0.0013914219622744714 0.0010873795632882215 0.0011097469139769722 0.0012314006662038079 0.0010851181093469897
leaf_count=142 311 513 258 801 645 101 141 209
internal_value=0 -0.00185951 0.000920189 -0.00317092 0.000934143 -0.004583 0.00392066 -0.0137468
internal_weight=0 0.00994401 0.00866187 0.00742367 0.00590507 0.00451365 0.00234115 0.0021725
internal_count=3121 2810 2668 2410 1897 1096 242 854
is_linear=0
shrinkage=0.1


Tree=3872
num_leaves=11
num_cat=0
split_feature=484 133 52 16 15 2 0 0 49 1
split_gain=0.000108912 7.68009e-05 0.000109433 0.000210079 8.18607e-05 7.96791e-05 0.000109129 0.000103336 8.3676e-05 7.73648e-05
threshold=-1.0000000180025095e-35 0.10722500000000001 0.096795000000000006 -0.014034999999999997 -0.15914499999999995 0.092875000000000013 -0.10011499999999998 -0.070154999999999981 -0.043469999999999995 0.092695000000000013
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 -4 -2 6 9 -8 -7 -6
right_child=1 -3 3 -5 5 8 7 -9 -10 -11
leaf_value=-0.00061163894781939682 0.00048315127042003621 -0.00047915525593599314 -0.00017411814758531188 0.0010287041370046512 0.00058249302025144062 7.7843031676474276e-05 -0.0006819686755238591 9.980852837950591e-05 -0.00063337412491016763 -8.5838913346098975e-05
leaf_weight=0.0010844061831559457 0.0011268822048141449 0.0010218177961149452 0.0010420979465562545 0.0012024107537448353 0.0017254004370356197 0.0010384808678592788 0.0011223958014388244 0.0015446360139716225 0.001640998197260427 0.0010844601145563737
leaf_count=515 226 363 356 83 111 151 732 148 393 43
internal_value=0 3.60545e-05 8.17225e-05 0.000470248 -1.22154e-05 -8.06552e-05 5.48986e-05 -0.000229195 -0.000357729 0.000324552
internal_weight=0 0.0125496 0.0115278 0.00224451 0.00928325 0.00815637 0.00547689 0.00266703 0.00267948 0.00280986
internal_count=3121 2606 2243 439 1804 1578 1034 880 544 154
is_linear=0
shrinkage=0.00196078


Tree=3873
num_leaves=9
num_cat=0
split_feature=11 0 0 42 1 16 49 2
split_gain=3.01706e-05 3.78622e-05 6.00595e-05 0.000108785 0.000112159 7.85764e-05 7.68714e-05 3.01892e-05
threshold=0.079915000000000014 -0.0058249999999999994 -0.053834999999999994 0.091295000000000015 1.0000000180025095e-35 -0.27167499999999994 -0.0060549999999999988 0.073895000000000002
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 -6 -7 -8
right_child=-2 -3 -4 -5 5 6 7 -9
leaf_value=-0.030894171544851575 -0.016668964256565565 0.013901709482133699 -0.023571058912262421 0.028297437598406722 -0.021891940373189828 -0.0088273442056371366 0.0099937608688944694 0.032403384918630117
leaf_weight=0.0012195765833496099 0.0010000831790919771 0.0019949790784272508 0.0010686768354816589 0.0012797045330080886 0.0010035782597236972 0.001432709722101147 0.0012937157653400144 0.0011229455994226645
leaf_count=1180 199 242 184 537 158 179 295 147
internal_value=0 0.00151474 -0.00141983 0.00179994 -0.00378406 0.00302889 0.00952605 0.0204068
internal_weight=0 0.0104159 0.00842091 0.00735223 0.00607253 0.00485295 0.00384937 0.00241666
internal_count=3121 2922 2680 2496 1959 779 621 442
is_linear=0
shrinkage=0.1


Tree=3874
num_leaves=10
num_cat=0
split_feature=4 0 43 403 4 16 42 4 47
split_gain=2.45567e-05 7.28527e-05 3.80767e-05 4.55638e-05 0.00011034 6.25958e-05 5.91232e-05 6.823e-05 5.87606e-05
threshold=-0.49405499999999997 1.0000000180025095e-35 -0.24021999999999996 0.03138500000000001 -0.064804999999999988 -0.008904999999999998 0.087995000000000004 0.033845000000000007 0.092165000000000011
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 -4 6 7 -6 -9
right_child=1 -3 3 -5 5 -7 -8 8 -10
leaf_value=-0.014921839572225513 -0.019089610634084229 0.024622509775558313 -0.030359763862207002 0.020552952070176597 0.01088891777764963 0.020161667088571613 0.018286666136111612 -0.035759094943491714 -0.0028066543585574134
leaf_weight=0.001014017710518845 0.0011007343952852836 0.0011935493861671186 0.0011560670004923156 0.0010144713241256181 0.0010947171101696723 0.0016207438687512706 0.0010046251838378411 0.0011132868219794635 0.0010529605343793935
leaf_count=156 153 186 763 304 378 591 297 212 81
internal_value=0 0.00138449 -0.00164422 0.000739178 -0.00211503 0.00343219 -0.00292431 -0.0094589 -0.0197417
internal_weight=0 0.0103512 0.00915761 0.00805687 0.0070424 0.00588633 0.00426559 0.00326096 0.00216625
internal_count=3121 2965 2779 2626 2322 1559 968 671 293
is_linear=0
shrinkage=0.1


Tree=3875
num_leaves=8
num_cat=0
split_feature=2 42 49 2 42 4 15
split_gain=2.22999e-05 3.23994e-05 6.53966e-05 6.70883e-05 5.38113e-05 6.4761e-05 0.000191896
threshold=-1.0000000180025095e-35 0.092145000000000019 -0.00064499999999999985 0.10222000000000002 0.085465000000000013 -0.084369999999999987 -0.016799999999999995
decision_type=2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 -4 -7
right_child=1 -3 4 -5 -6 6 -8
leaf_value=0.014076751634064889 -0.02571013166290826 -0.014167929502098579 -0.013015344088796905 0.0065783228996749744 0.02797096911552191 -0.011311696797630142 0.037549689969177874
leaf_weight=0.0010149356072381129 0.0015263032375898659 0.0016790110292625475 0.0017392649227739912 0.0011125821134333538 0.0010000081527555714 0.0017678601211842911 0.0014738994836116166
leaf_count=199 366 614 464 155 429 536 358
internal_value=0 -0.00145934 0.00101608 -0.012097 0.00680167 0.00255165 0.0109036
internal_weight=0 0.0102989 0.00861992 0.00263889 0.00598103 0.00498102 0.00324176
internal_count=3121 2922 2308 521 1787 1358 894
is_linear=0
shrinkage=0.1


Tree=3876
num_leaves=11
num_cat=0
split_feature=484 41 4 47 43 16 16 16 2 16
split_gain=0.000122221 8.93655e-05 0.000120825 6.44809e-05 8.29462e-05 0.000119471 0.000164947 0.000165815 0.000170337 0.000103181
threshold=-1.0000000180025095e-35 0.075585000000000013 0.27044500000000005 0.09550500000000002 -0.08287499999999999 0.22339500000000004 -0.0094449999999999968 -0.088159999999999988 0.092480000000000021 0.0057500000000000008
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 9 6 7 8 -6 -2
right_child=1 -3 -4 -5 5 -7 -8 -9 -10 -11
leaf_value=-0.00064568724355144717 -0.00014903462659236606 -0.00051439953701477241 0.00068563975359807678 0.00035047994388518768 0.00041056853424790328 -0.000770829975837254 0.00066487565668606001 -0.00083004105273576921 -0.00059738452117083052 0.00065649647736157346
leaf_weight=0.0010751029484612458 0.0012159792514375026 0.0010163455077277722 0.0011834599894432725 0.0019045335618519338 0.00175346455586808 0.0010569574892855815 0.0010046456846874528 0.0012094327559259732 0.0010193109970040816 0.0012295260070461361
leaf_count=515 378 144 295 180 303 230 212 620 103 141
internal_value=0 4.30713e-05 9.20104e-05 2.44188e-05 -4.87313e-05 -0.000172019 -4.51021e-05 -0.000224218 4.00309e-05 0.000255962
internal_weight=0 0.0125937 0.0115773 0.0103939 0.00848932 0.00604381 0.00498685 0.00398221 0.00277278 0.00244551
internal_count=3121 2606 2462 2167 1987 1468 1238 1026 406 519
is_linear=0
shrinkage=0.00196078


Tree=3877
num_leaves=8
num_cat=0
split_feature=16 1 15 15 4 2 1
split_gain=2.31652e-05 6.07546e-05 5.65158e-05 3.74721e-05 9.18171e-05 9.24953e-05 0.000151974
threshold=0.38525000000000004 0.077565000000000009 0.083935000000000023 0.035560000000000008 -0.0016099999999999997 0.089885000000000007 0.11181500000000001
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 4 -3 -6 -7
right_child=-2 3 -4 -5 5 6 -8
leaf_value=-0.02484297307728088 0.011632106962438465 0.027102043023615574 0.0021686493945838577 -0.012302165553550097 -0.020186793676386556 0.039192535777664614 -0.012430939728386527
leaf_weight=0.0018028358607724774 0.0014724597223770607 0.0016186566046496502 0.0013580806205447679 0.0012135130046134687 0.0015473226767488777 0.0010612198519648897 0.0012326402198563711
leaf_count=805 311 348 706 386 252 109 204
internal_value=0 -0.00181701 -0.0132375 0.00359244 0.0071252 -0.00129295 0.0114519
internal_weight=0 0.00983427 0.00316092 0.00667335 0.00545984 0.00384118 0.00229386
internal_count=3121 2810 1511 1299 913 565 313
is_linear=0
shrinkage=0.1


Tree=3878
num_leaves=9
num_cat=0
split_feature=2 15 16 2 42 48 0 42
split_gain=2.23059e-05 3.19407e-05 7.32962e-05 6.83971e-05 6.72111e-05 7.23499e-05 5.23862e-05 4.14757e-05
threshold=-1.0000000180025095e-35 -0.15914499999999995 -0.36241499999999999 0.10981000000000002 -0.092814999999999981 0.082620000000000013 -0.052984999999999997 0.085465000000000013
decision_type=2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 -4 6 7 -6
right_child=1 2 3 -5 5 -7 -8 -9
leaf_value=0.014094815974543588 0.014542226740156029 -0.024530248324843455 0.018504132924589429 0.018808062289479059 -0.022786879577116174 0.009898620361528233 -0.032365312353997304 0.0042380094494336995
leaf_weight=0.0010135050922199578 0.0011123140676277355 0.0013921275014183799 0.0010596014139362337 0.0016000919426904601 0.0010053092536025537 0.0014283108399167346 0.0013414405962174176 0.0013051781164357605
leaf_count=199 266 204 227 361 700 268 168 728
internal_value=0 -0.00145704 -0.0034058 0.000393711 -0.00440522 -0.00918349 -0.0166467 -0.00752071
internal_weight=0 0.0102444 0.00913206 0.00773993 0.00613984 0.00508024 0.00365193 0.00231049
internal_count=3121 2922 2656 2452 2091 1864 1596 1428
is_linear=0
shrinkage=0.1


Tree=3879
num_leaves=11
num_cat=0
split_feature=484 4 133 133 15 3 3 2 42 2
split_gain=0.000178183 8.75076e-05 7.41387e-05 0.000164366 0.000134507 0.000123436 0.000123458 0.000106102 8.63028e-05 3.85131e-05
threshold=-0.0068949999999999992 0.27044500000000005 0.10722500000000001 0.083950000000000011 0.024640000000000006 -0.10519499999999998 -1.0000000180025095e-35 0.08622500000000001 0.081660000000000024 0.10045500000000002
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 -2 -7 -8 -6 -9
right_child=1 -3 -4 -5 8 6 7 9 -10 -11
leaf_value=-0.00080314722243559874 0.00060286169331484195 0.00045880299319622298 -0.00051603402898520861 0.0006664068690952268 -0.0008809748926356224 -0.00053343210578214186 0.00052092868138227052 -0.00042246375142760762 -9.1934335428721438e-05 9.8181694319416198e-05
leaf_weight=0.0010186407010253475 0.0013546610784219747 0.0017317672130039768 0.0010303406595363962 0.0013744833146461565 0.0010790693131024838 0.0015139218820197811 0.0015592034441027588 0.0010371138369498212 0.0010530450464455569 0.0011540960709640613
leaf_count=503 155 346 345 369 431 446 47 67 306 106
internal_value=0 4.87186e-05 -1.49399e-05 3.60494e-05 -6.2957e-05 7.50115e-05 -6.08192e-05 0.00012996 -0.00049127 -0.000148243
internal_weight=0 0.0128877 0.0111559 0.0101256 0.00875111 0.006619 0.00526434 0.00375041 0.00213211 0.00219121
internal_count=3121 2618 2272 1927 1558 821 666 220 737 173
is_linear=0
shrinkage=0.00196078


Tree=3880
num_leaves=9
num_cat=0
split_feature=14 131 13 47 4 151 1 13
split_gain=2.34693e-05 3.9985e-05 5.99239e-05 6.53011e-05 9.46919e-05 6.66204e-05 8.37194e-05 4.11679e-05
threshold=-1.0000000180025095e-35 0.084390000000000007 -0.23438999999999996 0.10648500000000001 0.19806500000000002 -0.024429999999999997 0.088485000000000022 -0.017449999999999997
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 -4 7 -7
right_child=1 -3 3 -5 -6 6 -8 -9
leaf_value=-0.014563958647761072 0.024846160939528992 -0.016347320422368954 0.022056639149296044 -0.022747282169950273 0.03236875914909975 -0.010253876059270067 -0.023386660292888273 0.013263048131201233
leaf_weight=0.0010157486367989412 0.001156303819365879 0.0011327047094560174 0.0010471223641196573 0.0010503124853502742 0.0010063157947648015 0.0012256882446507091 0.0017319862841256189 0.0018956577132257875
leaf_count=161 116 466 320 108 211 834 358 547
internal_value=0 0.00137216 0.00357451 0.000483369 0.00401605 -0.000819467 -0.00575506 0.00402844
internal_weight=0 0.0102461 0.00911339 0.00795708 0.00690677 0.00590045 0.00485333 0.00312135
internal_count=3121 2960 2494 2378 2270 2059 1739 1381
is_linear=0
shrinkage=0.1


Tree=3881
num_leaves=9
num_cat=0
split_feature=484 4 0 2 2 1 0 4
split_gain=0.000107244 6.81759e-05 4.2776e-05 9.52421e-05 0.000102225 7.91069e-05 7.00243e-05 9.29634e-05
threshold=-1.0000000180025095e-35 0.27044500000000005 0.15398500000000004 0.092875000000000013 0.089775000000000008 0.104035 -0.077999999999999986 0.053180000000000012
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 3 4 6 -5 7 -2
right_child=1 -3 -4 5 -6 -7 -8 -9
leaf_value=-0.00061638569468707718 -0.0005188101616515928 0.00041344353446346095 0.00034719207304006073 -0.00058506515965546448 0.00057248290045637496 4.940540847754458e-05 0.00025184065322659502 0.00018153466600676665
leaf_weight=0.0010255761592759304 0.0017760032286314167 0.0016574264367514953 0.0011218805683270569 0.0019149596324942687 0.0012988995757630102 0.0012478599624100029 0.0018671842537501893 0.0012357160816514473
leaf_count=515 929 346 47 572 186 179 280 67
internal_value=0 4.39592e-05 -1.4573e-05 -5.80237e-05 8.36458e-05 -0.000334741 -4.64962e-05 -0.000231457
internal_weight=0 0.0121199 0.0104625 0.00934062 0.0061778 0.00316282 0.0048789 0.00301172
internal_count=3121 2606 2260 2213 1462 751 1276 996
is_linear=0
shrinkage=0.00196078


Tree=3882
num_leaves=11
num_cat=0
split_feature=484 42 47 42 3 0 2 4 4 16
split_gain=0.000142383 0.000101712 0.000111048 7.66758e-05 0.000104864 9.72998e-05 8.96673e-05 6.86867e-05 9.13444e-05 4.55623e-05
threshold=-0.0068949999999999992 0.10256000000000001 0.10980000000000002 -1.0000000180025095e-35 -0.10023499999999998 -0.083914999999999976 0.084055000000000005 0.0052350000000000009 0.23246000000000003 -0.0007049999999999999
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 9 6 -6 -8 -9 -5
right_child=1 -3 -4 4 5 -7 7 8 -10 -11
leaf_value=-0.00072117762800448829 -0.00033712705051945315 -0.00052738548363679414 0.00061866834588300058 0.00020751526478198829 0.00054075697266360947 -0.00038701193120246327 -0.00044742843904576208 0.00053130834283102906 -0.00025766935499124129 0.0007925690701180751
leaf_weight=0.0010021739952308156 0.0018169407770745353 0.0010911812784019171 0.0013915282988657971 0.0010455923243917007 0.00146300524528775 0.0019124965644971821 0.0010824927926314605 0.0011772729844546281 0.0010833233012885034 0.0010023948403639687
leaf_count=503 778 311 119 108 152 496 350 84 99 121
internal_value=0 4.57143e-05 9.79359e-05 2.94697e-05 0.00010545 -1.29508e-05 0.0001359 -4.12739e-05 0.000153214 0.000493872
internal_weight=0 0.0130662 0.011975 0.0105835 0.00876658 0.00671859 0.00480609 0.00334309 0.0022606 0.00204799
internal_count=3121 2618 2307 2188 1410 1181 685 533 183 229
is_linear=0
shrinkage=0.00196078


Tree=3883
num_leaves=9
num_cat=0
split_feature=0 15 16 1 160 2 0 4
split_gain=2.24806e-05 5.02067e-05 5.73166e-05 4.74203e-05 4.9265e-05 5.58061e-05 0.0001313 7.58101e-05
threshold=-0.061629999999999997 -1.0000000180025095e-35 0.15891500000000003 0.077565000000000009 -1.0000000180025095e-35 0.088850000000000012 -0.20211999999999997 0.053180000000000012
decision_type=2 2 2 2 2 2 2 2
left_child=3 -2 -3 -1 -5 7 -7 -6
right_child=1 2 -4 4 5 6 -8 -9
leaf_value=-0.017764633063599045 0.023600253321472621 0.015639496078263291 -0.014664063267123096 -0.015962565221172086 -0.02466276490977521 -0.0049173696373436783 0.042573469389308949 0.012375180563596669
leaf_weight=0.0017241356112951776 0.0011562038919716209 0.001101328593562241 0.0014405719382465654 0.001314163394675656 0.0010611826758205876 0.0012755321268207442 0.0010709635855982716 0.0011531519629416978
leaf_count=1453 267 148 169 340 369 88 197 90
internal_value=0 0.00632386 -0.00153445 -0.00318259 0.0010968 0.00601231 0.0167579 -0.00537463
internal_weight=0 0.0036981 0.0025419 0.00759913 0.00587499 0.00456083 0.0023465 0.00221433
internal_count=3121 584 317 2537 1084 744 285 459
is_linear=0
shrinkage=0.1


Tree=3884
num_leaves=10
num_cat=0
split_feature=484 42 47 42 43 16 16 51 4
split_gain=8.97446e-05 6.8813e-05 8.6192e-05 8.60652e-05 9.35769e-05 0.000101118 0.000136349 6.61552e-05 8.16438e-05
threshold=-1.0000000180025095e-35 0.10256000000000001 0.10980000000000002 -1.0000000180025095e-35 -0.08287499999999999 0.22339500000000004 -0.0094449999999999968 0.081440000000000026 0.053180000000000012
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 -5 6 7 8 -6
right_child=1 -3 -4 4 5 -7 -8 -9 -10
leaf_value=-0.00056346673307090518 -0.00037990040137817014 -0.00044966572730489776 0.0005625341746560771 0.0005303214982704704 -0.00063631167008165409 -0.00055158895331999184 0.00068979967103433503 0.00032929481157672997 3.3471713295092437e-05
leaf_weight=0.0010272995457131203 0.0016925876020627466 0.0010104333523824468 0.0012839960148307789 0.001604397318753884 0.0011054233931264621 0.0010628367815602811 0.0012108588801067518 0.0012173265489065221 0.0019064119608415127
leaf_count=515 775 310 119 318 323 205 196 145 215
internal_value=0 4.01879e-05 8.48443e-05 2.22564e-05 0.000106216 1.58045e-06 0.000109655 -5.6447e-05 -0.000212357
internal_weight=0 0.0120943 0.0110838 0.00979984 0.00810725 0.00650286 0.00544002 0.00422916 0.00301184
internal_count=3121 2606 2296 2177 1402 1084 879 683 538
is_linear=0
shrinkage=0.00196078


Tree=3885
num_leaves=11
num_cat=0
split_feature=484 42 47 16 133 15 49 16 12 4
split_gain=0.000102506 7.78514e-05 8.24373e-05 7.92462e-05 0.000111185 9.8313e-05 9.37925e-05 8.84458e-05 6.06857e-05 1.08367e-05
threshold=-1.0000000180025095e-35 0.10256000000000001 0.10980000000000002 -0.014034999999999997 0.083950000000000011 -0.03241999999999999 -0.043469999999999995 0.26676500000000009 0.088245000000000004 0.09173000000000002
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 6 -2 8 -5 -8
right_child=1 -3 -4 7 -6 -7 9 -9 -10 -11
leaf_value=-0.00060178279971329551 0.00042991825002897035 -0.00047237268131732421 0.00055684962380971145 0.00019794707710671657 0.00042629785168171865 -0.00064280252179119114 -0.00014707877120534175 -0.00021620088403290322 0.00078802981067398149 -0.00043507226934390444
leaf_weight=0.0010183877736256149 0.0010565916795894602 0.0010198152987477413 0.0013039402335421812 0.0016669924738297349 0.0011749990020642727 0.001598550157195463 0.0010002503669852226 0.0011250414344078554 0.0011204500894006035 0.0010091144017521112
leaf_count=515 110 310 119 382 309 649 151 256 164 156
internal_value=0 4.60011e-05 9.38166e-05 3.19044e-05 -0.000112776 -0.00024857 -4.30225e-05 0.000247845 0.000435139 -0.000291711
internal_weight=0 0.0120757 0.0110559 0.00975199 0.00583951 0.00466451 0.00306596 0.00391248 0.00278744 0.00200936
internal_count=3121 2606 2296 2177 1375 1066 417 802 546 307
is_linear=0
shrinkage=0.00196078


Tree=3886
num_leaves=11
num_cat=0
split_feature=48 457 4 16 15 2 42 52 4 0
split_gain=0.000138779 8.4541e-05 7.11537e-05 0.000113701 5.75105e-05 7.97377e-05 0.00016983 0.000128885 0.000113476 0.000200582
threshold=0.12737000000000001 0.088350000000000026 0.40473500000000007 -0.40995499999999996 0.088655000000000025 0.10644500000000001 -0.091214999999999977 -0.087769999999999987 -1.0000000180025095e-35 0.047850000000000011
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 6 -5 -8 9 -9
right_child=-2 -3 -4 4 -6 -7 7 8 -10 -11
leaf_value=-0.00061490326344155739 -0.00071072225949631149 0.00056051453043137495 0.00043127488094604234 0.00070484434244340061 -0.00036176922636582193 0.00051931588400858618 -0.00073818719870662034 0.00059654295120450636 -0.00048695294985405958 -0.00047600794428556415
leaf_weight=0.0012445650872928418 0.0010094533707501229 0.0011142310187422779 0.0012781195384211413 0.0010674664339697807 0.0013149726251115929 0.0013265486304637909 0.0011349593280268666 0.001897991586766035 0.0012540946095175023 0.0010364456012798423
leaf_count=142 96 150 260 196 620 288 354 691 263 61
internal_value=0 4.47089e-05 -5.02873e-06 -5.92903e-05 1.72664e-05 8.18496e-05 -8.95369e-06 -0.000152084 6.73078e-06 0.000217717
internal_weight=0 0.0126694 0.0115552 0.010277 0.00903248 0.00771751 0.00639096 0.00532349 0.00418853 0.00293444
internal_count=3121 3025 2875 2615 2473 1853 1565 1369 1015 752
is_linear=0
shrinkage=0.00196078


Tree=3887
num_leaves=11
num_cat=0
split_feature=484 47 47 4 1 0 15 4 4 13
split_gain=0.00014132 0.00011379 9.8396e-05 0.00011522 9.19765e-05 0.000124404 7.37094e-05 0.000122533 0.000161104 9.45155e-05
threshold=-1.0000000180025095e-35 0.13148500000000005 0.09550500000000002 0.36766000000000004 0.091095000000000023 -0.10607499999999999 -0.0063699999999999989 -0.49405499999999997 -0.15289999999999995 -0.084154999999999994
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 6 -6 -2 -8 -9 -10
right_child=1 -3 -4 -5 5 -7 7 8 9 -11
leaf_value=-0.00069064407335288358 -0.00030259991028947267 -0.0005786121872022827 0.00054861244728740977 0.00061669729559545028 7.7470645972600892e-05 -0.00073692914570155812 -0.00039987433062510188 0.00101994677838064 -0.00033865755234237802 0.00038512226353299111
leaf_weight=0.0010942983544002987 0.0014663653813093468 0.0010441603488345755 0.0016025873379665262 0.0011376298440830815 0.0014219501597669409 0.0014631994102419039 0.0010508121893275995 0.0010324205152723092 0.0010902611393530449 0.0019069158198132612
leaf_count=515 586 55 174 274 138 396 51 55 233 644
internal_value=0 4.2581e-05 9.58687e-05 2.72223e-05 -4.38771e-05 -0.000335551 8.4663e-05 0.000196439 0.000351942 0.000121838
internal_weight=0 0.0132163 0.0121721 0.0105696 0.00943192 0.00288515 0.00654678 0.00508041 0.0040296 0.00299718
internal_count=3121 2606 2551 2377 2103 534 1569 983 932 877
is_linear=0
shrinkage=0.00196078


Tree=3888
num_leaves=11
num_cat=0
split_feature=484 133 133 15 3 1 0 3 15 42
split_gain=0.000188762 0.000115749 0.000120738 0.000176527 0.000119572 0.000103431 0.000219112 0.000135108 0.000115837 9.9107e-05
threshold=-0.0068949999999999992 0.10722500000000001 0.083950000000000011 0.024640000000000006 -0.10519499999999998 0.13146500000000003 -0.12333499999999999 -0.00083499999999999991 -0.092489999999999989 0.084050000000000014
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 6 8 -8 -6 -5
right_child=1 -3 -4 9 5 -7 7 -9 -10 -11
leaf_value=-0.00082607459335528558 0.00059118812106996523 -0.00056041946188508209 0.00063238626164666622 -0.0008397937760840188 -4.2080193566714097e-06 0.00057886476607314991 -0.0010214339875073135 -8.0633613886008893e-05 0.0008222729148277888 -3.382255224197631e-06
leaf_weight=0.0010033405645755366 0.0019614127750876764 0.0010733450200666435 0.0014981605357584056 0.0011907449712900446 0.0018576917924306713 0.0011163677211555624 0.0011043112535124608 0.0012525157801790364 0.0010045578570234189 0.0010038102803773281
leaf_count=503 227 364 425 451 113 143 410 95 98 292
internal_value=0 5.64602e-05 0.000111685 3.73298e-05 0.000168138 3.71645e-05 -7.8706e-05 -0.000521454 0.00028586 -0.000457211
internal_weight=0 0.0130629 0.0119896 0.0104914 0.00829686 0.00633544 0.00521908 0.00235683 0.00286225 0.00219456
internal_count=3121 2618 2254 1829 1086 859 716 505 211 743
is_linear=0
shrinkage=0.00196078


Tree=3889
num_leaves=10
num_cat=0
split_feature=11 0 42 49 15 16 0 15 13
split_gain=3.48214e-05 3.89465e-05 5.66963e-05 0.000124211 8.02109e-05 0.000145023 0.000101232 9.43555e-05 5.19529e-05
threshold=0.079915000000000014 -0.019414999999999998 0.091295000000000015 -0.054319999999999993 -0.0088349999999999974 -0.056919999999999991 -0.14920999999999998 0.085730000000000015 -0.029529999999999997
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 6 -5 -6 -3
right_child=-2 8 -4 4 7 -7 -8 -9 -10
leaf_value=-0.03051358240738359 -0.017884838600516102 -0.0038402710703006465 0.016683535800463917 -0.013647832345475203 0.039299579157493297 -0.037472734563334796 0.030284832757305716 -0.0038374852807698521 0.02650179970091926
leaf_weight=0.0015265445106221629 0.0010036777385470453 0.0010083978101886827 0.0014013598869836484 0.0010940170204278106 0.0010017569618056836 0.0010946880666717301 0.0010075314024044885 0.001026824071064599 0.001281398274733674
leaf_count=265 199 83 604 97 335 482 342 528 186
internal_value=0 0.00161602 -0.0016205 -0.00541981 0.00191188 -0.00795905 0.00741451 0.0174645 0.0131395
internal_weight=0 0.0104425 0.00815272 0.00675136 0.00522482 0.00319624 0.00210155 0.00202858 0.0022898
internal_count=3121 2922 2653 2049 1784 921 439 863 269
is_linear=0
shrinkage=0.1


Tree=3890
num_leaves=10
num_cat=0
split_feature=11 48 0 2 2 52 3 1 1
split_gain=2.83098e-05 3.43167e-05 7.84933e-05 5.56328e-05 5.08066e-05 7.19722e-05 8.0509e-05 0.000160303 8.9753e-05
threshold=0.079915000000000014 0.091545000000000015 -0.14920999999999998 0.11293500000000002 0.10097500000000002 -0.088204999999999992 -0.059315 0.086560000000000012 0.08844500000000001
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 3 -3 4 5 -1 8 -8 -7
right_child=-2 2 -4 -5 -6 6 7 -9 -10
leaf_value=-0.022579409849949286 -0.016148185719184509 -0.00555177728322475 0.032600716158779408 0.018018898452269002 -0.024559492244545809 -0.025590217028880993 0.047809928932106976 -0.0060413528744243869 0.01347443690982336
leaf_weight=0.001244951182868291 0.0010006280613615937 0.0011286665694714704 0.0010325871069911475 0.0012414381897083429 0.0011114997983813404 0.0013266846597289087 0.0010036616548163239 0.0012304647661761387 0.0010565059440864704
leaf_count=360 199 59 302 353 221 1046 88 166 327
internal_value=0 0.00146439 0.0126764 -0.00148527 -0.00495731 -0.00124069 0.00451279 0.0181509 -0.00827224
internal_weight=0 0.0103765 0.00216125 0.00821521 0.00697377 0.00586227 0.00461732 0.00223413 0.00238319
internal_count=3121 2922 361 2561 2208 1987 1627 254 1373
is_linear=0
shrinkage=0.1


Tree=3891
num_leaves=8
num_cat=0
split_feature=457 1 403 0 0 4 15
split_gain=2.5354e-05 4.99989e-05 4.38083e-05 0.000111672 5.91463e-05 6.91178e-05 4.87493e-05
threshold=0.045365000000000009 0.13146500000000003 0.03138500000000001 0.13134000000000004 -0.10096999999999999 -0.083854999999999985 -0.10324499999999999
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 4 6 -6 -1
right_child=-2 -3 -4 -5 5 -7 -8
leaf_value=-0.016886045614919198 0.011857798669684025 0.017958691467681556 0.012254666812146967 0.022347889276891922 -0.0047427067445897451 -0.037370533324152543 0.0064859763085902359
leaf_weight=0.0016500015265387804 0.0015390557472082381 0.0011172377150455099 0.0013196789136453212 0.0010684565099261939 0.0011069723787882606 0.0015701827128668934 0.0019437376303117555
leaf_count=166 289 219 321 57 426 1411 232
internal_value=0 -0.00195059 -0.0045194 -0.00753552 -0.0126272 -0.0238793 -0.00424487
internal_weight=0 0.00977627 0.00865903 0.00733935 0.00627089 0.00267716 0.00359374
internal_count=3121 2832 2613 2292 2235 1837 398
is_linear=0
shrinkage=0.1


Tree=3892
num_leaves=11
num_cat=0
split_feature=48 4 15 48 49 0 3 13 43 13
split_gain=0.000126361 9.90685e-05 8.36106e-05 0.000114964 6.999e-05 0.000219488 0.000105996 8.50747e-05 0.000234024 5.78524e-05
threshold=0.12649500000000002 0.40473500000000007 -0.11033999999999998 0.091545000000000015 -0.0060549999999999988 -0.10011499999999998 -0.015584999999999998 -0.095304999999999987 -0.074359999999999996 -0.0034749999999999994
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 6 -6 -4 -7 9 -9
right_child=-2 -3 3 -5 5 7 -8 8 -10 -11
leaf_value=-0.00052923647508562729 -0.00067402394983054001 0.00056274078366049364 9.2304515914001816e-05 0.00059857966486254557 0.00065070308685637299 0.00029765550362796206 -0.00080173615998792693 0.00045163759098758278 -0.00089350926582679603 -0.00017781990285543751
leaf_weight=0.0010768067016247588 0.001002146556007417 0.001296496321349253 0.0010255109859284176 0.0012642634076685351 0.0017931835745103797 0.0012377139831212859 0.0010139106536435868 0.0010130328730759961 0.0015078926079689294 0.0012590894804719636
leaf_count=235 99 284 281 177 172 74 123 408 1055 213
internal_value=0 4.96319e-05 -9.81052e-06 4.54879e-05 -3.35208e-05 6.18946e-05 -0.000352173 -0.000148528 -0.000294624 0.000102826
internal_weight=0 0.0124879 0.0111914 0.0101146 0.00885033 0.00681091 0.00203942 0.00501773 0.00378001 0.00227212
internal_count=3121 3022 2738 2503 2326 1922 404 1750 1676 621
is_linear=0
shrinkage=0.00196078


Tree=3893
num_leaves=8
num_cat=0
split_feature=4 42 43 4 4 160 12
split_gain=2.77557e-05 3.98965e-05 5.64163e-05 6.31521e-05 8.09495e-05 6.01483e-05 5.25309e-05
threshold=0.27287000000000006 0.092395000000000019 0.12450000000000001 0.055260000000000011 0.0061450000000000003 1.0000000180025095e-35 0.084100000000000022
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 -1
right_child=-2 -3 -4 -5 -6 -7 -8
leaf_value=0.015683940269498268 0.012179410255290629 -0.017547754332792521 0.022481225245839138 -0.020226365190091768 0.024065393503963532 -0.025268563250503348 -0.0094486000079294103
leaf_weight=0.0015672462741055039 0.0015897022925358819 0.0014224029094943675 0.0010300455005890566 0.0015780123633496951 0.0013219152163037942 0.0010325633197193901 0.0017719084348353305
leaf_count=369 352 535 166 218 116 328 1037
internal_value=0 -0.00207332 0.00057805 -0.00252459 0.00238153 -0.00417521 0.00234746
internal_weight=0 0.00972409 0.00830169 0.00727165 0.00569363 0.00437172 0.00333915
internal_count=3121 2769 2234 2068 1850 1734 1406
is_linear=0
shrinkage=0.1


Tree=3894
num_leaves=11
num_cat=0
split_feature=484 42 43 16 474 160 133 4 151 1
split_gain=0.000200105 0.000144464 0.000160204 0.000135008 0.00011324 0.00010953 0.000101718 0.000185552 0.000112718 0.000173528
threshold=-0.0068949999999999992 -0.11051499999999999 -0.17390999999999998 0.22339500000000004 0.084660000000000027 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.0024449999999999997 -0.0083949999999999979 0.094385000000000011
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 5 -4 -7 -8 -9 -10
right_child=1 2 3 -5 -6 6 7 8 9 -11
leaf_value=-0.00083027849789938453 -0.00064812630030322376 0.00070790783499609996 -0.0005551947833100806 -0.00047232356523565556 0.00074179111355044292 -0.00033748132584257259 0.00074689899475103704 -0.00046858323117962911 -0.00029901069939901114 0.00070328265241475021
leaf_weight=0.0010615335571239363 0.0010420554634186568 0.0015225518295316496 0.0010173346585346408 0.0017374308854642322 0.0010134018574798559 0.0014307014838998121 0.0019142651095347945 0.0013045143413544374 0.0012471035136629091 0.0014206112548852542
leaf_count=503 159 129 414 330 192 574 429 126 93 172
internal_value=0 5.35221e-05 0.000111514 2.96005e-05 0.000122889 4.76367e-05 0.00013145 0.000245423 3.75618e-06 0.00023473
internal_weight=0 0.01365 0.0126079 0.0110854 0.00934793 0.00833453 0.0073172 0.00588649 0.00397223 0.00266771
internal_count=3121 2618 2459 2330 2000 1808 1394 820 391 265
is_linear=0
shrinkage=0.00196078


Tree=3895
num_leaves=10
num_cat=0
split_feature=484 4 12 12 52 0 43 0 52
split_gain=8.84093e-05 7.80398e-05 6.54911e-05 6.57459e-05 7.20101e-05 0.000129885 0.000129473 7.20203e-05 2.64178e-05
threshold=-1.0000000180025095e-35 0.27044500000000005 0.10711000000000002 0.097825000000000009 0.077655000000000016 -0.10011499999999998 -0.0030899999999999994 -0.14920999999999998 0.11125500000000001
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 7 -7 -2 -6
right_child=1 -3 -4 -5 8 6 -8 -9 -10
leaf_value=-0.00070364514454249183 -0.00033950018629681989 0.00029075284450970015 -0.00064370275377287475 0.00034419364943800843 0.00026522774494666071 -0.0002555646846429019 -0.0011448209646625731 0.00024533612865567278 -0.00013242628914094515
leaf_weight=0.001045735779344986 0.0015681483512866023 0.0016226760999101452 0.0010187309568219305 0.0010418505280123105 0.0014789460787504802 0.0015087154701084061 0.0010801633524930594 0.0016734916276199543 0.0011354310014760104
leaf_count=515 81 346 195 198 452 582 279 186 287
internal_value=0 -0.000109452 -0.000171268 -0.000120536 -0.00017787 -0.000299113 -0.000626591 -3.75793e-05 9.25255e-05
internal_weight=0 0.0121282 0.0105055 0.00948675 0.0084449 0.00583052 0.00258888 0.00324164 0.00261438
internal_count=3121 2606 2260 2065 1867 1128 861 267 739
is_linear=0
shrinkage=0.00196078


Tree=3896
num_leaves=10
num_cat=0
split_feature=4 0 1 15 3 2 48 1 52
split_gain=2.47701e-05 6.68109e-05 3.67949e-05 4.43056e-05 6.85305e-05 0.000114477 9.53933e-05 3.98745e-05 3.36598e-05
threshold=-0.49405499999999997 -1.0000000180025095e-35 0.077565000000000009 0.035560000000000008 0.10893000000000001 1.0000000180025095e-35 0.086035000000000014 0.10752500000000002 0.048770000000000008
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 8 4 5 7 -7 -4 -2
right_child=1 -3 3 -5 -6 6 -8 -9 -10
leaf_value=-0.015200224292885695 -0.025420924318449185 0.023448341807314678 -0.019250260490880591 -0.016383805410897456 -0.012476253626193982 0.047388189002577741 0.0063151781771590629 0.0084697491524983719 -7.4026651095180686e-05
leaf_weight=0.0010051220565447027 0.0010942693065349074 0.0011981620123077364 0.0010235720199214986 0.0011269374934233019 0.0015955205096201408 0.0011572400984189871 0.0011057854272694043 0.0010525495429432772 0.0010051748444190448
leaf_count=156 789 186 215 367 196 195 129 126 762
internal_value=0 0.00124209 -0.00166224 0.00179335 0.00524502 0.0117612 0.0273186 -0.0051968 -0.0132853
internal_weight=0 0.0103592 0.00916105 0.00706161 0.00593467 0.00433915 0.00226303 0.00207612 0.00209944
internal_count=3121 2965 2779 1228 861 665 324 341 1551
is_linear=0
shrinkage=0.1


Tree=3897
num_leaves=9
num_cat=0
split_feature=2 15 16 52 133 0 12 1
split_gain=2.44199e-05 3.52841e-05 6.41784e-05 5.07254e-05 0.000114331 7.08116e-05 9.95894e-05 3.56782e-05
threshold=-1.0000000180025095e-35 -0.15914499999999995 -0.36241499999999999 0.077655000000000016 1.0000000180025095e-35 -0.10607499999999999 0.088305000000000008 0.09697500000000002
decision_type=2 2 2 2 2 2 2 2
left_child=-1 -2 -3 5 -5 7 -7 -4
right_child=1 2 3 4 -6 6 -8 -9
leaf_value=0.014538434491011901 0.015078447640018292 -0.023445752843854053 -0.0050628508519562181 0.027258230088515318 -0.015244521053566388 -0.037380718438022577 0.00095179115063253423 0.019497417375191797
leaf_weight=0.0010241830289402258 0.0011228708100999704 0.0013957683867437632 0.0012438503368059355 0.0016528968848066113 0.0010255902077932369 0.0012761464473265882 0.0014454401208461726 0.0011277345733474442
leaf_count=199 266 204 125 539 318 610 738 122
internal_value=0 -0.00165304 -0.0037024 -0.000156546 0.010984 -0.00601532 -0.0170222 0.00661603
internal_weight=0 0.0102903 0.00916743 0.00777166 0.00267849 0.00509317 0.00272159 0.00237158
internal_count=3121 2922 2656 2452 857 1595 1348 247
is_linear=0
shrinkage=0.1


Tree=3898
num_leaves=11
num_cat=0
split_feature=484 133 133 15 3 3 15 16 42 0
split_gain=0.000120053 9.41949e-05 0.00015137 0.000168608 0.000145108 0.000130929 0.000139822 0.000161721 7.49606e-05 7.39029e-05
threshold=-1.0000000180025095e-35 0.10722500000000001 0.083950000000000011 0.024640000000000006 -0.10519499999999998 -0.0087149999999999988 -0.016799999999999995 -0.056919999999999991 0.081660000000000024 -0.23001499999999997
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 -6 7 9 -5 -7
right_child=1 -3 -4 8 5 6 -8 -9 -10 -11
leaf_value=-0.0006456694830046007 0.00060161959747906727 -0.00053044230467517463 0.00066787797094665835 -0.00085105706664036034 -0.00055533720948047825 -7.2459024420740433e-05 0.00076178341619665226 -0.00067200021680257336 -0.00011782902568815778 0.00058962533681591531
leaf_weight=0.0010806029210167758 0.0019124499435951093 0.0010401361953016339 0.0014955182200722542 0.0010847614351353245 0.0013536004350075239 0.0014603124578047577 0.0010651523043548796 0.0011075207448943969 0.0010597754686094557 0.0011655012783092951
leaf_count=515 224 363 422 436 452 74 83 102 306 144
internal_value=0 3.50298e-05 8.52809e-05 -6.3284e-08 0.00012988 -1.67662e-05 0.000135159 -4.36226e-05 -0.000488714 0.000221416
internal_weight=0 0.0127447 0.0117046 0.0102091 0.00806454 0.00615209 0.00479849 0.00373333 0.00214454 0.00262581
internal_count=3121 2606 2243 1821 1079 855 403 320 742 218
is_linear=0
shrinkage=0.00196078


Tree=3899
num_leaves=9
num_cat=0
split_feature=159 0 0 16 4 49 0 16
split_gain=2.86114e-05 3.54731e-05 0.000131181 8.39568e-05 5.83591e-05 9.79664e-05 6.91503e-05 5.77348e-05
threshold=-1.0000000180025095e-35 -0.077999999999999986 -0.053834999999999994 0.15891500000000003 0.0061450000000000003 -0.047584999999999995 -0.11756999999999999 -0.083539999999999989
decision_type=2 2 2 2 2 2 2 2
left_child=-1 4 -3 -4 7 -6 -7 -2
right_child=1 2 3 -5 5 6 -8 -9
leaf_value=-0.015595618024370135 -0.001166025957476044 0.038055847588297713 0.01856410130579093 -0.015833639679061047 0.030368843686851877 -0.018820959971823231 0.011836104482745198 -0.034189248544842475
leaf_weight=0.0010886995424733157 0.0011219726071365716 0.00110778360890532 0.0011718089865766887 0.0017988172450587592 0.0010283209170629049 0.0016822815414041341 0.0013076726901676151 0.001002427351547301
leaf_count=509 439 442 248 235 106 179 203 760
internal_value=0 0.00145713 0.00868706 -0.00226492 -0.00334316 0.00374402 -0.00541293 -0.0167485
internal_weight=0 0.0102211 0.00407841 0.00297063 0.00614268 0.00401828 0.00298995 0.0021244
internal_count=3121 2612 925 483 1687 488 382 1199
is_linear=0
shrinkage=0.1


Tree=3900
num_leaves=10
num_cat=0
split_feature=484 42 47 42 43 16 16 51 4
split_gain=9.49728e-05 7.97909e-05 8.16364e-05 9.03359e-05 0.000105557 0.000106583 0.000144424 8.92837e-05 9.93811e-05
threshold=-1.0000000180025095e-35 0.10256000000000001 0.10980000000000002 -1.0000000180025095e-35 -0.08287499999999999 0.22339500000000004 -0.0094449999999999968 0.081440000000000026 0.053180000000000012
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 -5 6 7 8 -6
right_child=1 -3 -4 4 5 -7 -8 -9 -10
leaf_value=-0.00058094086666764797 -0.00037850466946637908 -0.00048033792031239721 0.00056093190781152482 0.0005613326864175208 -0.0007005696184297285 -0.00056176257587847982 0.00071655638863222018 0.00039782710118580221 3.8394862190281171e-05
leaf_weight=0.0010217307403275937 0.00171743971275735 0.001030193495573717 0.0012556545984555257 0.0016369480008748055 0.0011135543027522769 0.0010688110893858401 0.0011976018519848624 0.0011940802480694609 0.0018827294634747977
leaf_count=515 775 310 119 318 323 205 196 145 215
internal_value=0 4.16006e-05 9.0187e-05 2.99401e-05 0.00011661 3.8616e-06 0.000116065 -5.55555e-05 -0.000236238
internal_weight=0 0.012097 0.0110668 0.00981116 0.00809372 0.00645678 0.00538797 0.00419036 0.00299628
internal_count=3121 2606 2296 2177 1402 1084 879 683 538
is_linear=0
shrinkage=0.00196078


Tree=3901
num_leaves=9
num_cat=0
split_feature=159 2 16 3 2 15 4 15
split_gain=2.32859e-05 3.53326e-05 5.48175e-05 4.50571e-05 6.46058e-05 0.000141066 4.22498e-05 4.20328e-05
threshold=-1.0000000180025095e-35 0.088225000000000012 -0.088394999999999987 -0.11255999999999998 0.10613000000000002 -0.074054999999999996 0.0052350000000000009 -0.016799999999999995
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 -2 -3 6 -6 -5 -4
right_child=1 3 7 4 5 -7 -8 -9
leaf_value=-0.014068624459877331 -0.023715123087381138 0.022294912516527602 -0.012155929341264032 0.0023110211596227277 0.017601876183908693 -0.03130591997702608 0.028278547138964279 0.013393267945395341
leaf_weight=0.001088918259036357 0.0012255747445444466 0.0013243374834792185 0.0011676622896578054 0.0016170225864123922 0.0010344352747047474 0.001371875980431661 0.0010229223446067449 0.0014356057853574075
leaf_count=509 369 211 293 492 263 245 160 579
internal_value=0 0.00131563 -0.00627637 0.00587855 0.00157025 -0.0102812 0.0123729 0.00193351
internal_weight=0 0.0101994 0.00382884 0.00637059 0.00504626 0.00240631 0.00263994 0.00260327
internal_count=3121 2612 1241 1371 1160 508 652 872
is_linear=0
shrinkage=0.1


Tree=3902
num_leaves=7
num_cat=0
split_feature=16 1 15 150 16 16
split_gain=2.49963e-05 4.84857e-05 5.4121e-05 3.1198e-05 7.29078e-05 6.87847e-05
threshold=0.38525000000000004 0.077565000000000009 0.035560000000000008 0.080470000000000014 -0.27167499999999994 -0.056919999999999991
decision_type=2 2 2 2 2 2
left_child=1 2 -1 4 -3 -6
right_child=-2 3 -4 -5 5 -7
leaf_value=-0.024626780117451352 0.011977807605869388 -0.022793881121443454 0.0016519848216660284 0.014807587194364182 0.018842191788156895 -0.0080685153860488874
leaf_weight=0.0016587929051699712 0.0014757536112784851 0.0011796272493085963 0.0014855890108492606 0.0016450850354904206 0.0019396581309592048 0.0018612449085532732
leaf_count=733 311 218 778 295 382 404
internal_value=0 -0.00198518 -0.0122112 0.00286787 -0.00107586 0.00566442
internal_weight=0 0.00977 0.00314438 0.00662562 0.00498053 0.0038009
internal_count=3121 2810 1511 1299 1004 786
is_linear=0
shrinkage=0.1


Tree=3903
num_leaves=11
num_cat=0
split_feature=484 42 47 133 15 16 0 3 16 1
split_gain=0.000156311 0.000107948 0.000107029 0.000122352 0.000160809 0.000140888 0.000130152 0.000100669 7.33537e-05 6.14701e-05
threshold=-0.0068949999999999992 0.10256000000000001 0.09550500000000002 0.083950000000000011 0.024640000000000006 -0.013324999999999998 -0.13843999999999998 0.099930000000000005 -0.078844999999999985 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 6 -2 -4 -5 -7
right_child=1 -3 7 8 -6 9 -8 -9 -10 -11
leaf_value=-0.00075166169165910167 6.3822049710518769e-05 -0.00054677289699190236 0.00083949830015458981 0.00079943207331962629 -0.00062169667897285757 2.7032501808068847e-05 -0.00080249988651663758 2.0212170391497392e-05 8.7833573009951809e-05 0.00065723187022212319
leaf_weight=0.0010057198676319571 0.001949418940813654 0.0010654481729683524 0.0013148980423665626 0.0010223944567276824 0.0017912032919802298 0.0010007767976482535 0.0010133019011320334 0.0010269506534825723 0.001223366117499449 0.0014678858834854206
leaf_count=503 152 311 151 204 690 143 259 58 365 285
internal_value=0 5.09716e-05 0.000104897 1.20653e-05 -0.000112224 5.57935e-05 -0.000232475 0.000480224 0.000411793 0.000401754
internal_weight=0 0.0128756 0.0118102 0.00946835 0.00722259 0.00543138 0.00296272 0.00234185 0.00224576 0.00246866
internal_count=3121 2618 2307 2098 1529 839 411 209 569 428
is_linear=0
shrinkage=0.00196078


Tree=3904
num_leaves=11
num_cat=0
split_feature=484 41 4 12 13 150 0 43 16 42
split_gain=0.000162856 0.000112538 0.000118525 9.7018e-05 8.5252e-05 9.89892e-05 0.00012922 0.00012262 0.000130438 0.000116158
threshold=-0.0068949999999999992 0.075585000000000013 0.27044500000000005 0.10711000000000002 -0.094514999999999988 0.086615000000000011 -0.14226499999999997 -0.074359999999999996 -0.056919999999999991 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 6 -6 9 -9 -8
right_child=1 -3 -4 -5 5 -7 7 8 -10 -11
leaf_value=-0.0007727031414249783 0.00047795310277214288 -0.00058147260889690325 0.00066957459728390672 -0.00053131345854351311 0.00073303601080064928 -0.00046361788687379515 -0.00023418557541543886 1.9076365668067774e-05 -0.00086796771008814332 0.0005940963235344345
leaf_weight=0.0010144342602907653 0.0017903249210244306 0.001023552136590492 0.0012413873480509015 0.00106747137715221 0.0010604324095303446 0.0014262775379395159 0.0010541250682218344 0.0017249353031597876 0.0010108289159609656 0.0017019878392987818
leaf_count=503 182 146 295 190 105 191 214 606 332 357
internal_value=0 4.27799e-05 9.56833e-05 2.99398e-05 9.12692e-05 4.50078e-06 0.000106399 -1.45993e-05 -0.000308675 0.000277305
internal_weight=0 0.0131013 0.0120778 0.0108364 0.00976891 0.00797859 0.00655231 0.00549188 0.00273576 0.00275611
internal_count=3121 2618 2472 2177 1987 1805 1614 1509 938 571
is_linear=0
shrinkage=0.00196078


Tree=3905
num_leaves=10
num_cat=0
split_feature=484 4 16 0 52 133 2 3 15
split_gain=8.93205e-05 8.86417e-05 6.66593e-05 0.000107303 9.41195e-05 8.98535e-05 0.000145575 8.59313e-05 7.30888e-05
threshold=-1.0000000180025095e-35 0.27044500000000005 -0.014034999999999997 -0.053834999999999994 0.10347000000000002 0.083950000000000011 0.092755000000000018 -0.078934999999999991 -0.095869999999999983
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 5 -4 -5 6 7 -2 -9
right_child=1 -3 3 4 -6 -7 -8 8 -10
leaf_value=-0.00055094348759297796 -0.00050193101629551697 0.00045289153313711532 0.00050580934802013601 -0.00034876277666179121 0.0003794546628820601 0.00030879257233741244 -0.0008044871018258867 -0.00020541038530926648 0.00052250964086743529
leaf_weight=0.0010645254159928489 0.0010998617755763468 0.0017287116066641095 0.0019156230513768416 0.0019144434777796445 0.0010602818282978155 0.0012172057846013039 0.0014533265462436619 0.0010194748952143118 0.0011052969556292896
leaf_count=515 527 346 578 258 45 401 256 70 125
internal_value=0 4.06933e-05 -2.53741e-05 0.000143872 -8.92041e-05 -0.000165772 -0.000289254 -5.70413e-05 0.00017325
internal_weight=0 0.0125142 0.0107855 0.00489035 0.00297473 0.00589517 0.00467796 0.00322463 0.00212477
internal_count=3121 2606 2260 881 303 1379 978 722 195
is_linear=0
shrinkage=0.00196078


Tree=3906
num_leaves=10
num_cat=0
split_feature=484 42 47 16 133 15 2 16 12
split_gain=9.79933e-05 8.15145e-05 8.15472e-05 7.53608e-05 0.000114905 0.000117217 0.000106131 9.94389e-05 5.29148e-05
threshold=-1.0000000180025095e-35 0.10256000000000001 0.10980000000000002 -0.014034999999999997 0.083950000000000011 -0.03241999999999999 0.089885000000000007 0.26676500000000009 0.088245000000000004
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 6 -2 8 -5
right_child=1 -3 -4 7 -6 -7 -8 -9 -10
leaf_value=-0.00058257588178341061 -0.00042716416429404268 -0.00047923921190267516 0.00055378822283815303 0.00022114219123981214 0.00043684147859225539 -0.00066488166071462915 0.00029749619351149249 -0.00024711203697915868 0.00077123830884608102
leaf_weight=0.0010399384839420529 0.0013824799667064532 0.0010461309498621422 0.0013051606267655237 0.0016751147401845392 0.0012010316708487255 0.0016491182443356756 0.0017741998815555915 0.0011306528817647075 0.0011230019808476433
leaf_count=515 161 310 119 382 309 649 256 256 164
internal_value=0 4.42783e-05 9.29999e-05 3.24698e-05 -0.000105636 -0.000241208 -1.98716e-05 0.000243624 0.000441919
internal_weight=0 0.0122869 0.0112408 0.0099356 0.00600683 0.0048058 0.00315668 0.00392877 0.00279812
internal_count=3121 2606 2296 2177 1375 1066 417 802 546
is_linear=0
shrinkage=0.00196078


Tree=3907
num_leaves=11
num_cat=0
split_feature=41 474 13 160 52 1 0 0 3 48
split_gain=0.000112126 8.04625e-05 0.00012777 0.000141413 0.00014448 6.99293e-05 6.57053e-05 7.37102e-05 0.000234289 4.41411e-05
threshold=0.075585000000000013 0.084660000000000027 -0.094514999999999988 -1.0000000180025095e-35 0.10347000000000002 0.07863500000000001 -0.10011499999999998 -0.019414999999999998 -0.081164999999999987 0.086260000000000017
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 -4 6 -1 9 8 -8 -5
right_child=-2 -3 3 4 -6 -7 7 -9 -10 -11
leaf_value=0.00011060884443360028 -0.00063205985225429006 0.00056258148501824577 -0.00067377889525380857 0.00027166921852599406 0.00064745606920950274 0.00078948779687790889 0.0001341734516968503 0.00012051837552433397 -0.0011519403297798585 -0.00018899146081907065
leaf_weight=0.0013966117494010805 0.0010355534534829966 0.0010362751723636153 0.0014596097964856333 0.0018796342678195697 0.0011065887911828384 0.0010018050579073613 0.0010667103292941354 0.0010002998847838339 0.0011125276995537427 0.0013919580166440459
leaf_count=113 170 333 629 168 170 165 631 167 476 99
internal_value=0 3.94375e-05 -8.05137e-06 -0.000115034 -7.12498e-06 0.000394173 -0.000119408 -0.000320137 -0.000522403 7.56728e-05
internal_weight=0 0.012452 0.0114157 0.00901733 0.00755772 0.00239842 0.00645113 0.00317954 0.00217924 0.00327159
internal_count=3121 2951 2618 2340 1711 278 1541 1274 1107 267
is_linear=0
shrinkage=0.00196078


Tree=3908
num_leaves=11
num_cat=0
split_feature=484 42 43 15 131 133 160 0 4 15
split_gain=0.000158304 0.000102885 0.000110363 9.45929e-05 9.36285e-05 0.000134055 9.19813e-05 0.000136534 6.47962e-05 9.35192e-05
threshold=-0.0068949999999999992 -0.11051499999999999 -0.17390999999999998 -0.15914499999999995 0.077555000000000027 0.083950000000000011 0.086075000000000013 -0.14001499999999997 -0.077834999999999988 -0.0040799999999999994
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 -4 5 6 7 -5 -9 -10
right_child=1 2 3 4 -6 -7 -8 8 9 -11
leaf_value=-0.0007507698238105702 -0.00055222807370408058 0.00060357013745011444 0.0005138588168298252 0.00053605370521947503 -0.00058200621472974769 0.00050301300238206358 -0.00061278931925394227 -0.00049574587560622958 -0.00039010679530294956 0.00040161062056646264
leaf_weight=0.0010276148151424367 0.0010109647539143689 0.0014640510326874587 0.001350205621128313 0.0013752580950871654 0.0010880931354453763 0.0017976802592646439 0.0011225635715556275 0.0015368157272335013 0.0010959044202867878 0.0012035953860840807
leaf_count=503 159 129 300 137 359 527 94 492 229 192
internal_value=0 4.85601e-05 9.90311e-05 2.91481e-05 -4.18351e-05 3.04435e-05 -0.000103676 5.9865e-06 -0.000184034 2.42909e-05
internal_weight=0 0.0130451 0.0120342 0.0105701 0.00921991 0.00813182 0.00633414 0.00521157 0.00383632 0.0022995
internal_count=3121 2618 2459 2330 2030 1671 1144 1050 913 421
is_linear=0
shrinkage=0.00196078


Tree=3909
num_leaves=9
num_cat=0
split_feature=11 4 16 12 48 42 15 4
split_gain=2.92169e-05 3.91727e-05 5.27387e-05 5.99984e-05 4.94902e-05 8.74752e-05 0.000106238 7.55206e-05
threshold=0.079915000000000014 0.27287000000000006 -0.094359999999999986 0.088930000000000023 0.087555000000000008 0.086325000000000013 -0.016799999999999995 -0.084369999999999987
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 6 -4 -8
right_child=-2 -3 4 -5 -6 -7 7 -9
leaf_value=-0.024655828268675205 -0.016402530585293212 0.020117346131753769 -0.018583214267551895 0.004901544993733983 0.019991532499792908 -0.024041605452755691 -0.00065634895308063119 0.032732490932729452
leaf_weight=0.0016146747054478971 0.0010110157422013677 0.0010101005614271 0.0011575794039554318 0.0011950547440881844 0.0015368657512434252 0.0012036154820629389 0.0012414489631505832 0.0014910644431239978
leaf_count=265 199 301 309 179 335 728 350 455
internal_value=0 0.00140036 -0.000602331 -0.0120843 0.00426318 -0.000482353 0.00680701 0.0175631
internal_weight=0 0.0104504 0.0094403 0.00280973 0.00663057 0.00509371 0.00389009 0.00273251
internal_count=3121 2922 2621 444 2177 1842 1114 805
is_linear=0
shrinkage=0.1


Tree=3910
num_leaves=12
num_cat=0
split_feature=124 484 1 151 12 2 43 16 4 16 0
split_gain=0.000136885 0.000128909 0.0001457 0.000105819 9.69792e-05 0.000113692 0.000155056 8.98318e-05 8.61715e-05 0.000138553 2.088e-05
threshold=-0.043384999999999993 -1.0000000180025095e-35 0.12811000000000003 -0.083274999999999988 0.10866500000000003 0.10005000000000001 -0.084004999999999982 0.15891500000000003 0.053180000000000012 -0.088159999999999988 -0.14920999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 5 6 -5 10 9 -8 -7
right_child=1 2 -4 4 -6 7 8 -9 -10 -11 -12
leaf_value=0.00067556132554479802 -0.00072688800951401715 -0.00063215403097156137 0.00058055738917019877 0.00041379926156266325 -0.00057126123537137169 0.00039234514559761095 -0.00011550348886783432 -0.00012526786428921472 8.6939398841430561e-05 -0.00098313263023083329 0.00078377192945293741
leaf_weight=0.001040419745488034 0.0010368109581541602 0.0012038150625519545 0.0014353272950211422 0.0015857623877650068 0.0010839584550388056 0.0010665773671039158 0.0015966041918185551 0.0010181656801154446 0.0014466190341522042 0.0012709218636692359 0.0010298572770826991
leaf_count=259 500 211 183 292 157 52 297 183 107 708 172
internal_value=0 -6.20296e-05 -7.91173e-06 -8.26441e-05 -1.71382e-05 4.94928e-05 -0.0001105 0.000352564 -0.000303219 -0.000500047 0.000584631
internal_weight=0 0.0137744 0.0127376 0.0113023 0.0100985 0.00901451 0.00589991 0.0031146 0.00431415 0.00286753 0.00209643
internal_count=3121 2862 2362 2179 1968 1811 1404 407 1112 1005 224
is_linear=0
shrinkage=0.00196078


Tree=3911
num_leaves=10
num_cat=0
split_feature=50 484 3 2 2 15 12 15 0
split_gain=2.60636e-05 4.25968e-05 4.37726e-05 6.2536e-05 9.06454e-05 9.6133e-05 0.000118499 6.15116e-05 2.74437e-05
threshold=0.088425000000000017 0.085515000000000022 -0.10519499999999998 0.11389000000000002 0.099185000000000009 0.088235000000000022 0.084100000000000022 -0.040439999999999997 -0.019414999999999998
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 8 4 5 6 7 -4 -1
right_child=-2 -3 3 -5 -6 -7 -8 -9 -10
leaf_value=0.00066679259258790868 -0.014466565028420621 0.020389526573020664 -0.015086371253981696 -0.024478994442193272 0.023566423801225679 0.020045136320093027 -0.042821382152706422 0.016432554625715214 0.024026824282816096
leaf_weight=0.0010095293274877265 0.0011459330128879034 0.0010629605231748879 0.0015925464321624025 0.0012744285482177891 0.0012752192549793434 0.0010575427209590267 0.0010354965640340438 0.0010130442426414575 0.0010021602691686927
leaf_count=175 560 298 206 319 250 336 696 139 142
internal_value=0 0.00142974 -0.000746671 -0.00436876 -7.85575e-05 -0.00649586 -0.0142046 -0.00283193 0.012304
internal_weight=0 0.0103229 0.00925997 0.00724828 0.00597385 0.00469863 0.00364109 0.00260559 0.00201169
internal_count=3121 2561 2263 1946 1627 1377 1041 345 317
is_linear=0
shrinkage=0.1


Tree=3912
num_leaves=10
num_cat=0
split_feature=484 4 12 16 52 0 133 51 0
split_gain=8.42916e-05 0.000103908 6.37024e-05 7.60172e-05 0.00013595 0.000128188 7.38072e-05 0.000126783 0.000134524
threshold=-1.0000000180025095e-35 0.27044500000000005 0.10711000000000002 -0.014034999999999997 0.096795000000000006 -0.053834999999999994 0.083950000000000011 0.081440000000000026 -0.10224499999999999
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 6 5 -5 7 8 -2
right_child=1 -3 -4 4 -6 -7 -8 -9 -10
leaf_value=-0.00053487250713531544 -0.0010171769964791256 0.00049030140934389174 -0.00049878039999426307 0.00038615588998902416 0.00078966976926182438 -0.00040786975615969356 0.00029235888434039908 0.00022491440032687294 -0.00014525477240938229
leaf_weight=0.0010552150344571081 0.001137012169951774 0.001716230123274958 0.0010069246969662592 0.0016180019138553117 0.0011548556811435615 0.0015123565528869839 0.0012115968495516943 0.001405648048118015 0.0016936916950313215
leaf_count=515 113 346 195 484 87 231 370 199 581
internal_value=0 4.23046e-05 -2.92838e-05 1.9287e-05 0.000214671 2.54171e-06 -0.000134397 -0.000256449 -0.000495481
internal_weight=0 0.0124563 0.0107401 0.00973316 0.00428521 0.00313036 0.00544795 0.00423635 0.0028307
internal_count=3121 2606 2260 2065 802 715 1263 893 694
is_linear=0
shrinkage=0.00196078


Tree=3913
num_leaves=9
num_cat=0
split_feature=11 43 13 0 48 12 42 4
split_gain=2.57272e-05 3.51264e-05 6.95578e-05 8.56439e-05 8.24447e-05 6.7288e-05 9.2143e-05 3.3834e-05
threshold=0.079915000000000014 -0.063379999999999978 -0.095304999999999987 -0.10011499999999998 0.086035000000000014 0.051320000000000005 0.088200000000000014 -0.076779999999999987
decision_type=2 2 2 2 2 2 2 2
left_child=1 5 7 4 -4 -1 -7 -3
right_child=-2 2 3 -5 -6 6 -8 -9
leaf_value=0.028030173950943944 -0.015333869702830072 0.025686597866505137 0.012863570905990397 -0.027728625623066435 -0.020918682763404951 -0.020652227575916768 0.018574099194686403 -0.00023417429910280144
leaf_weight=0.0012524623642672043 0.0010162197412343235 0.0010021109287434507 0.0019499476668798092 0.0016733769930983573 0.0011475585414193468 0.0011697241615854922 0.0012269836132884641 0.0010122075043472491
leaf_count=276 199 74 184 1040 80 671 385 212
internal_value=0 0.00133412 -0.00292088 -0.00949983 0.000347982 0.00924579 -0.000570489 0.0126612
internal_weight=0 0.0104344 0.0067852 0.00477088 0.00309751 0.00364917 0.00239671 0.00201432
internal_count=3121 2922 1590 1304 264 1332 1056 286
is_linear=0
shrinkage=0.1


Tree=3914
num_leaves=11
num_cat=0
split_feature=41 0 0 3 0 15 16 15 4 0
split_gain=9.02249e-05 7.20234e-05 9.90934e-05 9.89835e-05 0.000115694 5.25701e-05 0.000144502 8.93217e-05 5.84243e-05 9.15927e-05
threshold=0.075585000000000013 -0.061629999999999997 -0.083914999999999976 0.076840000000000006 0.11070500000000001 -0.0063699999999999989 -0.088394999999999987 -0.089549999999999991 0.0082450000000000006 -0.11756999999999999
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 4 -3 7 -7 8 -1 -10
right_child=-2 3 -4 -5 -6 6 -8 -9 9 -11
leaf_value=0.00045369920113821265 -0.00056315001909925907 0.00086069279584493794 -0.00049428968541566181 -0.00014864352320913303 2.0334402172843007e-05 -0.00017376629089779292 0.00083029205988452751 -0.00057905003306952488 -0.00039514032690378821 0.00036442552247361654
leaf_weight=0.0010650369384276998 0.0010412876772180968 0.001418710924751736 0.0016617441688247699 0.0014885550589479705 0.001132768609172939 0.0011991367512813877 0.0010197003636442546 0.0010609928256151992 0.0015352117237363418 0.0010131844895506952
leaf_count=263 170 281 1036 122 132 212 253 367 148 137
internal_value=0 3.74104e-05 -6.44837e-05 0.000253177 0.000487603 3.91287e-05 0.000287664 -7.8845e-05 6.80274e-05 -9.31542e-05
internal_weight=0 0.012595 0.00855501 0.00404003 0.00255148 0.00689326 0.00221884 0.00467443 0.00361343 0.0025484
internal_count=3121 2951 2416 535 413 1380 465 915 548 285
is_linear=0
shrinkage=0.00196078


Tree=3915
num_leaves=12
num_cat=0
split_feature=484 133 133 15 42 3 3 15 52 15 15
split_gain=0.000160672 0.000102333 0.000115843 0.00015478 0.000160556 0.000117219 0.000142137 0.000111682 0.000135224 7.88586e-05 4.66833e-05
threshold=-0.0068949999999999992 0.10722500000000001 0.083950000000000011 0.024640000000000006 0.085465000000000013 -0.10519499999999998 -1.0000000180025095e-35 -0.016799999999999995 -0.07167999999999998 -0.10653 -0.015744999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 5 -5 10 -7 8 -8 -10 -2
right_child=1 -3 -4 4 -6 6 7 -9 9 -11 -12
leaf_value=-0.00073349058257260187 0.000858508486734623 -0.00053170386829094784 0.00059942005817645132 -0.00087666384790486065 0.00016722032818654948 -0.00045394140738253067 -0.00047136381944427668 0.00077769423170739849 0.00073463877034061782 2.8188099293160579e-05 0.00026599965695005561
leaf_weight=0.0010846128421061587 0.001013447836293771 0.0010687050994617033 0.0015650461182176731 0.0013018151356411541 0.0010028651015032133 0.0017650105281421845 0.0012978596285715405 0.0010055296086405154 0.001002096208409374 0.001542763439136563 0.0010317055678891272
leaf_count=503 113 364 425 475 268 500 77 80 117 85 114
internal_value=0 5.07105e-05 0.000100393 2.9154e-05 -0.000422425 0.000149354 2.24829e-05 0.000195926 4.36936e-05 0.000306369 0.000559609
internal_weight=0 0.0135968 0.0125281 0.0109631 0.00230468 0.00865841 0.00661326 0.00484825 0.00384272 0.00254486 0.00204515
internal_count=3121 2618 2254 1829 743 1086 859 359 279 202 227
is_linear=0
shrinkage=0.00196078


Tree=3916
num_leaves=12
num_cat=0
split_feature=48 4 3 16 12 43 0 43 48 42 0
split_gain=0.000137842 0.000159698 9.13308e-05 0.000198104 8.26582e-05 8.22231e-05 7.89077e-05 0.000116704 0.000115998 7.44872e-05 7.20853e-05
threshold=0.12737000000000001 0.40473500000000007 0.10542000000000001 0.22339500000000004 0.092355000000000007 -0.09225499999999999 -0.10224499999999999 -0.092909999999999979 0.083985000000000018 0.086325000000000013 -0.076899999999999982
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -4 6 -6 8 -8 -1 10 -9
right_child=-2 -3 3 -5 5 -7 7 9 -10 -11 -12
leaf_value=-0.0007018891063314439 -0.00070820855218327414 0.000669349153547356 0.00088552732545930338 -0.000281411817731401 -4.7217477534429926e-05 -0.00081801541905466451 -0.00038874703260392433 0.00020938205057060777 0.00013337797784143281 -7.9151265442524814e-05 0.00092025941618486791
leaf_weight=0.0012963606946178258 0.0010036818053558378 0.0014083162613026936 0.0011638837409388971 0.0010767626794088159 0.0010062779323513091 0.001129081330491565 0.0011821523861250348 0.0011855381396264852 0.0012610674754904294 0.0011393866939390009 0.0010205063558933018
leaf_count=209 96 285 99 40 170 653 193 627 115 468 166
internal_value=0 4.62408e-05 -3.0326e-05 0.000324744 -0.000116612 -0.000454781 -1.46907e-05 0.00014083 -0.000290019 0.000327963 0.000538231
internal_weight=0 0.0128693 0.011461 0.00224065 0.00922037 0.00213536 0.00708501 0.00452758 0.00255743 0.00334543 0.00220604
internal_count=3121 3025 2740 139 2601 823 1778 1454 324 1261 793
is_linear=0
shrinkage=0.00196078


Tree=3917
num_leaves=9
num_cat=0
split_feature=1 42 133 15 0 16 151 16
split_gain=2.62559e-05 6.3518e-05 4.94982e-05 8.48698e-05 7.28903e-05 9.03088e-05 7.01448e-05 5.39068e-05
threshold=0.12500000000000003 0.092395000000000019 0.083950000000000011 0.035560000000000008 -0.10151999999999999 0.051380000000000002 -0.0083949999999999979 -0.082179999999999989
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 4 6 -6 -1 -8
right_child=-2 -3 -4 -5 5 -7 7 -9
leaf_value=-0.0085755280796492358 0.012241074550929956 -0.021377875565537802 0.016252000415336434 -0.026095773998008533 -0.033418416012275014 0.0078127744796028104 0.038865359340798412 0.0081275572295966738
leaf_weight=0.0011455312004785417 0.0014900487084448044 0.0014456718965773279 0.0017563708955383988 0.0012524458314720106 0.0010155998750994723 0.0011138294097583685 0.0010204941370543091 0.0012940600042924445
leaf_count=124 279 557 673 668 369 263 112 76
internal_value=0 -0.00198389 0.0012769 -0.00256729 0.00270475 -0.0118518 0.0116633 0.02168
internal_weight=0 0.010044 0.00859833 0.00684196 0.00558951 0.00212943 0.00346009 0.00231455
internal_count=3121 2842 2285 1612 944 632 312 188
is_linear=0
shrinkage=0.1


Tree=3918
num_leaves=11
num_cat=0
split_feature=484 133 133 15 3 3 15 42 52 16
split_gain=0.00013333 8.44905e-05 0.000126364 0.000175256 0.000122197 0.000149658 0.000124204 0.000112165 9.64124e-05 6.02244e-05
threshold=-0.0068949999999999992 0.10722500000000001 0.083950000000000011 0.024640000000000006 -0.10519499999999998 -0.0087149999999999988 -0.016799999999999995 0.081660000000000024 -0.066844999999999988 -0.25582999999999995
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 -6 8 -5 -7 -10
right_child=1 -3 -4 7 5 6 -8 -9 9 -11
leaf_value=-0.00070609342149393522 0.00056858040038998143 -0.00050736687205726145 0.00062278798116734678 -0.00092991547242873157 -0.0005630331227527124 -0.00040065458958791551 0.00077628637403553144 -3.4734887741368267e-05 -0.00010520020937897115 0.00052335761986819595
leaf_weight=0.0010006222415897522 0.0019382201110166334 0.0010088344189166177 0.00146463616613375 0.0010955726802318057 0.0013867038439194347 0.0014136842800006599 0.001017810218476186 0.0010576658722213791 0.0010489341609480618 0.0013280867803033003
leaf_count=503 227 364 425 436 454 114 84 307 125 82
internal_value=0 3.71848e-05 8.39338e-05 7.21081e-06 0.000138896 4.46621e-06 0.000168125 -0.000490205 4.83212e-06 0.000245987
internal_weight=0 0.0127601 0.0117513 0.0102867 0.00813344 0.00619522 0.00480852 0.00215324 0.00379071 0.00237702
internal_count=3121 2618 2254 1829 1086 859 405 743 321 207
is_linear=0
shrinkage=0.00196078


Tree=3919
num_leaves=9
num_cat=0
split_feature=2 15 16 2 42 133 52 0
split_gain=2.54416e-05 3.04929e-05 5.79672e-05 5.63183e-05 5.72601e-05 7.23654e-05 9.02914e-05 7.83064e-05
threshold=-1.0000000180025095e-35 -0.15914499999999995 -0.36241499999999999 0.10981000000000002 -0.092814999999999981 1.0000000180025095e-35 0.077655000000000016 -0.11991499999999998
decision_type=2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 -4 6 7 -6
right_child=1 2 3 -5 5 -7 -8 -9
leaf_value=0.014707844065142771 0.013708357311036756 -0.022210578300195776 0.016510870382685366 0.01639097375727458 0.006457023271678488 -0.030252369650815653 0.020946321397929304 -0.027024499802958131
leaf_weight=0.0010483195038136781 0.0011531876654602294 0.0014097877248913987 0.0010760274614871734 0.0016255416345609267 0.0012647080663818486 0.0012103181065143713 0.0011753477740737333 0.0015603667801779939
leaf_count=199 266 204 227 361 115 744 413 592
internal_value=0 -0.00163157 -0.0035292 -0.000200612 -0.00449062 -0.00882747 -0.00234542 -0.0120357
internal_weight=0 0.0104753 0.0093221 0.00791231 0.00628677 0.00521074 0.00400042 0.00282507
internal_count=3121 2922 2656 2452 2091 1864 1120 707
is_linear=0
shrinkage=0.1


Tree=3920
num_leaves=13
num_cat=0
split_feature=484 42 133 133 3 15 0 16 43 2 3 0
split_gain=0.000196653 0.000117225 0.000115911 0.000192727 0.000180264 9.63907e-05 9.2517e-05 0.000117017 0.000121969 9.341e-05 5.27149e-05 1.25048e-05
threshold=-0.0068949999999999992 -0.11051499999999999 0.10722500000000001 0.083950000000000011 -0.10519499999999998 -1.0000000180025095e-35 -0.13027499999999997 0.15891500000000003 -0.0037449999999999996 0.092365000000000017 0.12178000000000001 -0.090314999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 5 -3 9 8 -8 -6 -11 -10
right_child=1 2 -4 -5 6 -7 7 -9 11 10 -12 -13
leaf_value=-0.00081035468326306104 -0.00059077021997641318 0.00097999346669032849 -0.00052478717195611425 0.00081114296911055802 0.00055520755432823593 0.0001819698380583575 -0.001038197361525053 0.00024032711114320928 -5.0033277897470809e-05 0.00021145545906939352 -0.00041356407236615089 -0.00035899677433594101
leaf_weight=0.0011017679546375418 0.0010126713792318809 0.0010421759729273821 0.0010382296590647133 0.0015144648711890316 0.0013509237817357399 0.0013176637255381774 0.0010164709114391449 0.0011937027718484138 0.0010036813296324248 0.0010174918678932977 0.0010585484768845799 0.0010109108323361022
leaf_count=503 159 105 349 395 82 150 553 193 133 101 72 326
internal_value=0 5.09918e-05 0.000102717 0.000159241 6.06269e-05 0.000534401 -8.54878e-05 -0.000279672 -0.00048446 0.000153903 -0.000107235 -0.000205069
internal_weight=0 0.0135769 0.0125643 0.011526 0.0100116 0.00235984 0.00765173 0.00422477 0.00303106 0.00342696 0.00207604 0.00201459
internal_count=3121 2618 2459 2110 1715 255 1460 1205 1012 255 173 459
is_linear=0
shrinkage=0.00196078


Tree=3921
num_leaves=11
num_cat=0
split_feature=484 41 4 160 133 47 4 2 2 3
split_gain=0.000136599 9.97684e-05 0.000108249 5.75825e-05 8.81172e-05 9.1188e-05 0.000163582 9.48067e-05 8.37307e-05 0.000111158
threshold=-0.0068949999999999992 0.075585000000000013 0.27044500000000005 -0.082869999999999985 -0.0061299999999999992 0.09550500000000002 0.033845000000000007 0.10882500000000002 0.084245000000000014 0.076840000000000006
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 -5 6 7 8 -6 -10
right_child=1 -3 -4 4 5 -7 -8 -9 9 -11
leaf_value=-0.00069479105911759401 -0.00037768308536346838 -0.00053873960154110208 0.00065937400217032263 -0.00035171790798656867 0.00058198023443451125 0.00061885088974908409 -0.00044687351811712746 0.00079385131681087651 0.00032222793851577851 -0.00047229321085600864
leaf_weight=0.0010081915491580102 0.0011244862434421727 0.0010025509835781691 0.0012167932192518509 0.0014552806711305285 0.0010691465204847126 0.0014437922172855777 0.0017081302888050948 0.0010090912726837542 0.0013854076397786484 0.0013239856095941249
leaf_count=503 422 146 295 605 261 114 126 168 410 71
internal_value=0 5.49691e-05 0.000105686 4.164e-05 9.18296e-05 0.00017313 7.40606e-05 0.000259919 0.000117328 -6.60267e-05
internal_weight=0 0.0127387 0.0117361 0.0105193 0.00939483 0.00793955 0.00649576 0.00478763 0.00377854 0.00270939
internal_count=3121 2618 2472 2177 1755 1150 1036 910 742 481
is_linear=0
shrinkage=0.00196078


Tree=3922
num_leaves=11
num_cat=0
split_feature=484 42 43 15 131 133 160 0 4 15
split_gain=0.000150794 0.00014898 0.000111629 0.000118223 9.17396e-05 9.65268e-05 0.000115167 0.000182974 6.45166e-05 8.50603e-05
threshold=-0.0068949999999999992 -0.11051499999999999 -0.17390999999999998 -0.15914499999999995 0.077555000000000027 0.083950000000000011 0.086075000000000013 -0.14001499999999997 -0.077834999999999988 -0.0040799999999999994
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 -4 5 6 7 -5 -9 -10
right_child=1 2 3 4 -6 -7 -8 8 9 -11
leaf_value=-0.00073346100810708643 -0.00067827906127303802 0.00061042028392840366 0.00056050307227194273 0.00062307767531066512 -0.00058439929465076829 0.00042549677731598093 -0.00066297071533413039 -0.00050468184755870051 -0.00037822030374201908 0.00037710802793736311
leaf_weight=0.0010424547517563212 0.0010205781261464408 0.0014591962628626451 0.0014133947533302308 0.0014541899490970612 0.0010836812735837307 0.001787805794930662 0.0011134422288395732 0.0015371991496188255 0.0011029411512181253 0.0011934743619996229
leaf_count=503 159 129 300 137 359 527 94 492 229 192
internal_value=0 4.12514e-05 0.000101714 3.22499e-05 -4.8269e-05 2.26787e-05 -8.98245e-05 3.08617e-05 -0.000193781 1.43328e-05
internal_weight=0 0.0131659 0.0121453 0.0106861 0.00927273 0.00818905 0.00640125 0.0052878 0.00383361 0.00229642
internal_count=3121 2618 2459 2330 2030 1671 1144 1050 913 421
is_linear=0
shrinkage=0.00196078


Tree=3923
num_leaves=11
num_cat=0
split_feature=484 47 47 4 133 133 0 1 12 160
split_gain=0.000174276 0.000136906 0.000141538 0.000100227 7.11632e-05 0.000158281 0.000121444 0.000166405 0.000257096 0.000124887
threshold=-0.0068949999999999992 0.13148500000000005 0.09550500000000002 0.27834500000000006 0.083950000000000011 0.10622000000000002 -0.11013499999999998 0.088485000000000022 0.088305000000000008 0.083670000000000008
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 6 -6 9 8 -8 -2
right_child=1 -3 -4 -5 5 -7 7 -9 -10 -11
leaf_value=-0.00075749790055193715 0.00050827409571605733 -0.00063237369867239542 0.00066272945442093255 0.00057321108295773423 0.0006961086018327017 -0.00032390916331217432 -0.00083032119199266999 -0.00085348645833526111 0.00041041163671115348 -0.0003307990281143804
leaf_weight=0.0010781987873650983 0.0017684772959598105 0.0010092958792550224 0.0016004693556450561 0.0011947810176432929 0.0013791382001762354 0.0010156005127827893 0.0010181154690001304 0.0015342339717431619 0.0017385315539397662 0.0011100776688268144
leaf_count=503 164 55 175 284 346 332 434 355 394 79
internal_value=0 6.19892e-05 0.000118692 3.7763e-05 -2.91265e-05 0.000263523 -0.000126877 -0.000335898 -4.78296e-05 0.000184696
internal_weight=0 0.0133687 0.0123594 0.010759 0.00956417 0.00239474 0.00716944 0.00429088 0.00275665 0.00287855
internal_count=3121 2618 2563 2388 2104 678 1426 1183 828 243
is_linear=0
shrinkage=0.00196078


Tree=3924
num_leaves=11
num_cat=0
split_feature=484 42 42 15 13 3 1 3 3 1
split_gain=0.000149175 6.21121e-05 8.47837e-05 0.000114819 0.000128566 0.000116729 0.000106039 0.000206004 0.00017322 8.67635e-05
threshold=-0.0068949999999999992 0.10256000000000001 0.091295000000000015 0.024640000000000006 -0.010739999999999998 -0.13309499999999996 0.094825000000000007 0.11296500000000002 -1.0000000180025095e-35 0.086560000000000012
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 5 -5 -2 8 -8 -7 -10
right_child=1 -3 -4 4 -6 6 7 -9 9 -11
leaf_value=-0.000729216970897767 0.00073556833674850628 -0.00040643689267175854 0.00053898474095215928 7.7257761138370507e-05 -0.00084981890521413663 -0.00082075088524665818 0.00079969972116242141 -0.00018004483866394816 0.00041889270475198548 -0.00031072172641439247
leaf_weight=0.0010288056922712089 0.0010835105554054198 0.0010663717834392917 0.0014093472823439009 0.0012216753426461968 0.0010866780803611893 0.0011380811532731142 0.0016146509499558714 0.0016873655092237098 0.0014312125787974057 0.0011146607285930088
leaf_count=503 168 311 275 398 375 553 236 186 71 45
internal_value=0 4.67289e-05 8.77263e-05 2.64438e-05 -0.000359172 0.000136753 4.38777e-05 0.00029904 -0.00018483 9.94453e-05
internal_weight=0 0.0128536 0.0117872 0.0103778 0.00230835 0.00806948 0.00698597 0.00330202 0.00368395 0.00254587
internal_count=3121 2618 2307 2032 773 1259 1091 422 669 116
is_linear=0
shrinkage=0.00196078


Tree=3925
num_leaves=12
num_cat=0
split_feature=484 42 42 43 133 15 160 0 2 0 3
split_gain=0.000157993 0.000103586 9.28934e-05 0.000121596 6.94108e-05 9.48102e-05 0.000108208 0.000109446 0.000236694 0.000140463 4.08734e-05
threshold=-0.0068949999999999992 -0.11051499999999999 0.10256000000000001 -0.14968999999999996 0.061605000000000007 0.013270000000000002 0.086075000000000013 -0.12333499999999999 0.10882500000000002 -0.075359999999999996 -0.055119999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 5 6 7 8 -5 -9 -6
right_child=1 2 -4 4 10 -7 -8 9 -10 -11 -12
leaf_value=-0.0007544591329009618 -0.00055839476312012919 0.00076348458741807017 -0.00045572809854629441 0.0012296290682411164 0.00012768198258460167 -0.00044765358908899352 -0.00048194919134217313 -0.00050304413648593119 -4.0106209268534134e-05 0.00037059082317805541 0.00068677043964491082
leaf_weight=0.0010200460945093024 0.0010005720921190632 0.0011240912688003429 0.0010578433548283474 0.0010401888603938127 0.0010099339512678442 0.0014873915680576047 0.0010111153798947337 0.0013247658268051702 0.0012341204048718427 0.0015186871912862602 0.0010010474229375128
leaf_count=503 159 124 311 87 385 611 79 306 100 312 144
internal_value=0 4.73598e-05 9.86843e-05 0.000153234 8.19802e-05 -3.57078e-06 0.000104202 0.000220008 0.000540626 -3.6436e-05 0.000405991
internal_weight=0 0.0128098 0.0118092 0.0107513 0.00962725 0.00761627 0.00612888 0.00511776 0.00227431 0.00284345 0.00201098
internal_count=3121 2618 2459 2148 2024 1495 884 805 187 618 529
is_linear=0
shrinkage=0.00196078


Tree=3926
num_leaves=9
num_cat=0
split_feature=14 15 52 13 13 1 3 2
split_gain=3.06632e-05 4.49569e-05 4.13246e-05 7.09969e-05 6.0665e-05 6.43371e-05 9.0877e-05 3.85238e-05
threshold=-1.0000000180025095e-35 -0.10653 0.11434500000000002 -0.095304999999999987 -0.033284999999999988 0.086560000000000012 0.076840000000000006 0.09167500000000002
decision_type=2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 -5 7 -7 -6
right_child=1 2 -4 4 5 6 -8 -9
leaf_value=-0.01639465022099745 0.017459625024201255 0.019138239910455563 -0.018888839729456666 -0.024778896638980148 0.0014783477264805572 0.010657219261227341 -0.024167483067680549 0.028460892237974406
leaf_weight=0.0010587673858617795 0.001506046859293589 0.001754988783032041 0.0011524762384913139 0.0011139584470088509 0.001112671036910103 0.0013689653586802255 0.0016555508723131718 0.0010089248147943297
leaf_count=161 388 200 377 945 406 329 119 196
internal_value=0 0.00144745 -0.00118304 0.00136286 -0.0036204 0.000959692 -0.00840502 0.0143099
internal_weight=0 0.0106736 0.00916754 0.00801506 0.00626007 0.00514611 0.00302452 0.0021216
internal_count=3121 2960 2572 2195 1995 1050 448 602
is_linear=0
shrinkage=0.1


Tree=3927
num_leaves=12
num_cat=0
split_feature=484 42 43 16 474 42 0 2 151 16 47
split_gain=0.000151585 0.000122963 0.000120004 0.000123678 0.000156552 7.66228e-05 0.000147953 0.000119518 0.000106199 9.15114e-05 5.39146e-05
threshold=-0.0068949999999999992 -0.11051499999999999 -0.17390999999999998 0.22339500000000004 0.084660000000000027 0.092620000000000022 -0.076899999999999982 0.089775000000000008 -0.0083949999999999979 -0.36241499999999999 0.084635000000000016
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 5 6 7 10 -9 -10 -4
right_child=1 2 3 -5 -6 -7 -8 8 9 -11 -12
leaf_value=-0.00072709446987627804 -0.00061794202904010898 0.00062033355151798367 -0.00062986138715747904 -0.0004735348829655471 0.0008352242336985595 -0.00046803898270379664 0.00063736140157988959 -0.00029802482748239709 0.00086759154893465025 4.4347924415069192e-05 -3.6484446975847006e-05
leaf_weight=0.0010685912568638911 0.0010078826065217138 0.0014690032594914812 0.0014042353306784067 0.0016364945526810221 0.0010214986359872941 0.0010702278198846281 0.0015188627492181885 0.0010891401057512313 0.0010432923640332874 0.0010332858116736702 0.0010137015014921973
leaf_count=503 159 129 688 330 192 381 267 119 94 173 86
internal_value=0 4.0487e-05 9.44409e-05 2.31126e-05 0.000111511 2.10557e-05 9.47539e-05 -5.28459e-05 0.000197865 0.000457953 -0.000381093
internal_weight=0 0.0133076 0.0122997 0.0108307 0.00919424 0.00817275 0.00710252 0.00558366 0.00316572 0.00207658 0.00241794
internal_count=3121 2618 2459 2330 2000 1808 1427 1160 386 267 774
is_linear=0
shrinkage=0.00196078


Tree=3928
num_leaves=12
num_cat=0
split_feature=41 484 3 3 13 133 2 1 43 2 0
split_gain=0.000119446 0.000121995 0.000131758 0.000100917 9.38796e-05 8.36492e-05 9.27272e-05 0.000295186 0.000190879 6.75787e-05 5.23989e-05
threshold=0.078065000000000009 -0.0068949999999999992 -0.10519499999999998 -0.084074999999999997 0.14871000000000004 0.083950000000000011 0.092365000000000017 0.10508500000000001 -0.0037449999999999996 0.088475000000000012 -0.20211999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 4 -4 -3 6 8 -8 -5 -10 -9
right_child=-2 2 3 5 -6 -7 7 10 9 -11 -12
leaf_value=-0.00058964160064655367 -0.00066088208090189793 0.00088668141118730215 -0.00054503912944269364 -0.00042154018337399587 9.0970151242314982e-05 0.00045717544427120266 -0.00095331199759564138 -0.00011010173396954898 0.00024023618478987734 0.00086152494910342401 0.00051292661596496645
leaf_weight=0.0010917779215248577 0.0010004779678496759 0.0012349941353669404 0.0011577345289800296 0.0014239725235391468 0.0010587787697339257 0.0017375881901749409 0.0014006398667775581 0.0010059713275336613 0.0019968209228686902 0.0010153752609286526 0.0010721300819275274
leaf_count=487 154 167 587 305 94 522 261 54 233 68 189
internal_value=0 4.00904e-05 9.25573e-05 1.98962e-06 0.00051939 6.7601e-05 -1.79236e-05 -0.000257588 0.000170016 0.000449665 0.00021133
internal_weight=0 0.0141958 0.013104 0.0108102 0.00229377 0.0096525 0.00791491 0.00347874 0.00443617 0.0030122 0.0020781
internal_count=3121 2967 2480 2219 261 1632 1110 504 606 301 243
is_linear=0
shrinkage=0.00196078


Tree=3929
num_leaves=9
num_cat=0
split_feature=457 1 12 403 0 15 2 47
split_gain=2.90763e-05 6.07646e-05 6.2523e-05 5.38095e-05 9.75184e-05 7.74662e-05 5.62197e-05 5.16774e-05
threshold=0.045365000000000009 0.12500000000000003 0.10711000000000002 0.03138500000000001 0.062580000000000011 0.035560000000000008 0.099515000000000006 0.086380000000000012
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 7 -1
right_child=-2 -3 -4 -5 -6 -7 -8 -9
leaf_value=-0.0022044020506581342 0.012241786553336093 0.016855902080563444 -0.028088722886617436 0.016403957311752409 0.02147453029941564 -0.033547788702103329 0.0092967173605735722 -0.031944817013582351
leaf_weight=0.0013962838179047057 0.0016289184558111033 0.0014433149662178195 0.0010575160319974521 0.001298263063365215 0.0010780788409766699 0.0012266815762269189 0.0016572311788752786 0.001004644364288652
leaf_count=538 289 261 228 282 127 839 345 212
internal_value=0 -0.00214965 -0.00529588 -0.00214966 -0.00593526 -0.0115267 -0.00487027 -0.014649
internal_weight=0 0.010162 0.0087187 0.00766118 0.00636292 0.00528484 0.00405816 0.00240093
internal_count=3121 2832 2571 2343 2061 1934 1095 750
is_linear=0
shrinkage=0.1


Tree=3930
num_leaves=12
num_cat=0
split_feature=48 48 42 42 457 1 0 42 0 2 1
split_gain=0.000144131 0.000180036 0.000121625 0.000114878 0.000105724 9.53707e-05 0.000178602 0.000105932 0.000150995 0.000207792 6.6353e-05
threshold=0.12879500000000002 0.097025000000000014 -0.11051499999999999 -0.088669999999999985 0.069910000000000014 0.111945 -0.10224499999999999 0.091545000000000015 -0.083914999999999976 0.097220000000000015 0.089875000000000024
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 5 6 10 8 -8 -10 -5
right_child=-2 -3 3 4 -6 -7 7 -9 9 -11 -12
leaf_value=-0.00067525960055220182 -0.00070700325441653297 0.00075678297333461766 0.00065691895413702833 -0.00034649186076238356 0.00045634000316315448 0.00030476125540457354 0.00072361980884886028 -0.00057845079617169573 -0.00067793029829120194 0.00038937943146384314 -0.0010494871451549269
leaf_weight=0.0010125133125410161 0.0010478487312876863 0.0012500075807650541 0.0010344122095498698 0.001037742772678949 0.0014786399331885242 0.0017120114085208719 0.00117399548340679 0.0010082968897052232 0.0013260985375073663 0.0014885024415153452 0.0010270987872440518
leaf_count=174 90 205 207 174 205 332 592 422 416 224 80
internal_value=0 4.78022e-05 -2.42532e-05 3.41471e-05 -2.86873e-05 -0.000110429 -0.000211086 -1.06334e-05 0.000132908 -0.000113483 -0.000696178
internal_weight=0 0.0135493 0.0122993 0.0112868 0.0102524 0.00877375 0.00706173 0.00499689 0.0039886 0.0028146 0.00206484
internal_count=3121 3031 2826 2652 2445 2240 1908 1654 1232 640 254
is_linear=0
shrinkage=0.00196078


Tree=3931
num_leaves=11
num_cat=0
split_feature=484 4 12 156 42 12 42 160 4 43
split_gain=0.000199316 7.59783e-05 5.96563e-05 6.27558e-05 8.93139e-05 0.000111321 8.91228e-05 0.000101559 0.000124241 6.77539e-05
threshold=-0.0068949999999999992 0.27044500000000005 0.10711000000000002 0.084085000000000007 -1.0000000180025095e-35 0.089885000000000007 0.086325000000000013 0.083670000000000008 -1.0000000180025095e-35 -0.074359999999999996
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 6 7 8 -6 -7
right_child=1 -3 -4 -5 5 9 -8 -9 -10 -11
leaf_value=-0.00083648742285336454 -0.00028456222742015072 0.00043073253007295208 -0.00045702701150287248 -0.00040007149234543504 0.00085366362621052327 0.00089522022255648156 -0.00043350858881316206 -0.00029730661204833704 -1.4754170648852184e-05 0.00021475932343082839
leaf_weight=0.001035190766047492 0.0018759288564064152 0.0018057307766894083 0.0010109679539385746 0.0010984061457584042 0.0012156606866149306 0.0011324691082451738 0.0012017405711019762 0.0011688013696507099 0.0013223556246677493 0.0011179607933475512
leaf_count=503 604 346 196 340 205 116 336 117 85 273
internal_value=0 5.76206e-05 -2.83549e-06 4.24777e-05 9.62799e-05 0.000196075 3.05177e-05 0.000180954 0.000401201 0.000557183
internal_weight=0 0.01295 0.0111443 0.0101333 0.00903492 0.00715899 0.00490856 0.00370682 0.00253802 0.00225043
internal_count=3121 2618 2272 2076 1736 1132 743 407 290 389
is_linear=0
shrinkage=0.00196078


Tree=3932
num_leaves=13
num_cat=0
split_feature=484 42 15 15 133 43 133 4 160 4 3 12
split_gain=0.000186576 0.000162327 0.000184366 0.000170885 0.000196905 0.000304412 0.000185962 0.000161478 0.000158503 0.000152399 5.31294e-05 3.60752e-05
threshold=-0.0068949999999999992 -0.11466499999999999 -0.24436499999999997 -0.11713499999999999 0.10722500000000001 -0.17390999999999998 0.083950000000000011 -0.077834999999999988 0.083670000000000008 -1.0000000180025095e-35 -0.053259999999999995 0.085955000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 -4 5 -5 7 11 9 -9 -11 -7
right_child=1 2 3 4 -6 6 -8 8 -10 10 -12 -13
leaf_value=-0.00077913811428913487 -0.00070740001666076528 0.0009083789930394373 -0.00068508747018147993 0.0011762865006858438 -0.00069368499081418186 -0.00024472389489953064 0.0007407264971346655 0.00077661786344719098 -0.00049972207737495461 0.00037794483627589018 -0.00018679003002991672 -0.00075633712761961089
leaf_weight=0.0011282117238283493 0.0010143048957691444 0.0010177430925031586 0.0011344737088624145 0.0010895688962709931 0.0010532242924404583 0.0010611516914087564 0.0013861075656935156 0.0016569243645966876 0.0011890897118606728 0.0010201125761150013 0.0017210360336227196 0.0010584071047575194
leaf_count=503 151 228 180 73 311 242 313 395 85 143 140 357
internal_value=0 4.88805e-05 0.000106179 4.01781e-05 0.000113409 0.000196891 7.95332e-05 -3.93871e-05 0.000135428 0.000307151 2.33748e-05 -0.000500199
internal_weight=0 0.0144021 0.0133878 0.0123701 0.0112356 0.0101824 0.00909283 0.00770672 0.00558716 0.00439807 0.00274115 0.00211956
internal_count=3121 2618 2467 2239 2059 1748 1675 1362 763 678 283 599
is_linear=0
shrinkage=0.00196078


Tree=3933
num_leaves=11
num_cat=0
split_feature=484 42 133 133 43 4 3 4 0 48
split_gain=0.00016349 0.000129312 0.000123528 0.000139745 0.000132962 0.000114279 0.000105253 6.65789e-05 5.4766e-05 0.000121906
threshold=-0.0068949999999999992 -0.11051499999999999 0.10722500000000001 0.083950000000000011 -0.17390999999999998 -0.077834999999999988 -0.074084999999999998 0.09173000000000002 -0.14001499999999997 0.086260000000000017
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 -3 -6 7 -7 9 -8
right_child=1 2 -4 -5 5 6 8 -9 -10 -11
leaf_value=-0.00075627870013609503 -0.00062304974254660827 0.0007302771144028239 -0.00053100972700121415 0.00071918008316164026 -0.00042239038004499176 0.00012848481613119488 0.00052093835585841075 0.00083549309976343566 -0.00031636211438535697 -0.00028354206940874038
leaf_weight=0.0010584827044830972 0.0010302375346075291 0.0010621830155351326 0.0010872630345161579 0.0014956578192863454 0.001951844744769963 0.0010095039338648283 0.0014551114827724958 0.0010392952177922592 0.0017811657643810562 0.0014417197480691701
leaf_count=503 159 74 349 395 599 366 125 113 357 81
internal_value=0 4.42887e-05 0.000100077 0.000161142 7.54576e-05 -4.68607e-06 0.000116515 0.000487129 -4.58013e-05 0.000120558
internal_weight=0 0.013354 0.0123237 0.0112365 0.00974082 0.00867864 0.0067268 0.0020488 0.004678 0.00289683
internal_count=3121 2618 2459 2110 1715 1641 1042 479 563 206
is_linear=0
shrinkage=0.00196078


Tree=3934
num_leaves=10
num_cat=0
split_feature=48 16 15 48 47 4 4 43 2
split_gain=4.69325e-05 7.39558e-05 6.18479e-05 0.000105066 8.12165e-05 7.92733e-05 7.89811e-05 6.39582e-05 0.000135545
threshold=0.11951500000000001 -0.48836499999999994 -0.14147499999999996 0.091545000000000015 0.09550500000000002 -0.0016099999999999997 -0.059649999999999988 0.016310000000000002 0.088300000000000003
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 6 7 8 -4
right_child=-2 2 3 -5 -6 -7 -8 -9 -10
leaf_value=0.023065973055777997 -0.020909101963209713 -0.023381450432845521 0.0074516571370101042 0.031523421427826263 0.02114070116685729 -0.027793742153230862 0.022281457986971277 0.011873851671152036 -0.03915875506010752
leaf_weight=0.0014134944533128286 0.0010001712100818809 0.0011325911513526245 0.0011870693362152455 0.0010242208334735152 0.0011998807227378543 0.0014444882536728994 0.001111808064084745 0.0011013179825970915 0.0013150912028176472
leaf_count=244 114 298 642 175 133 364 588 219 344
internal_value=0 0.00172237 -0.00144783 0.00151522 -0.00266093 -0.00729732 -0.00101841 -0.0082073 -0.0170459
internal_weight=0 0.01093 0.00951647 0.00838388 0.00735966 0.00615977 0.00471529 0.00360348 0.00250216
internal_count=3121 3007 2763 2465 2290 2157 1793 1205 986
is_linear=0
shrinkage=0.1


Tree=3935
num_leaves=10
num_cat=0
split_feature=2 4 12 3 2 3 2 52 4
split_gain=2.79827e-05 3.18541e-05 5.33735e-05 5.90711e-05 8.80594e-05 6.02713e-05 8.99952e-05 8.59519e-05 3.14222e-05
threshold=-1.0000000180025095e-35 0.27287000000000006 -0.040564999999999997 0.10542000000000001 0.092875000000000013 -0.078934999999999991 0.08622500000000001 -0.0064899999999999992 -0.036839999999999991
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 6 -4 -7 -5
right_child=1 -3 3 8 -6 7 -8 -9 -10
leaf_value=0.015186141741709345 -0.025446492239658204 0.01252617977777673 -0.028630942053829794 0.0013553024472979208 -0.024743363050058913 -0.0071291705662931901 0.011085438832446823 0.031760092767901725 0.026170807912711893
leaf_weight=0.0010799168104985131 0.0010139692206884978 0.0013737714268433213 0.0012163168876518306 0.0010305784146282804 0.0017853935789118201 0.0010993608981550895 0.0010745802720653092 0.0011765544649460515 0.0010106475577332241
leaf_count=199 171 259 730 60 696 126 546 259 75
internal_value=0 -0.001698 -0.00377517 -0.00115717 -0.00591272 0.00144912 -0.0100014 0.012975 0.0136419
internal_weight=0 0.0107812 0.0094074 0.00839343 0.00635221 0.00456681 0.0022909 0.00227592 0.00204123
internal_count=3121 2922 2663 2492 2357 1661 1276 385 135
is_linear=0
shrinkage=0.1


Tree=3936
num_leaves=9
num_cat=0
split_feature=48 48 51 1 43 52 16 16
split_gain=4.20523e-05 5.55198e-05 8.15059e-05 7.35157e-05 5.40013e-05 8.99528e-05 7.93169e-05 9.12968e-05
threshold=0.11951500000000001 0.092475000000000016 0.086310000000000012 0.111945 -0.084004999999999982 0.090645000000000017 -0.056919999999999991 -0.097644999999999996
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 6 7 -6
right_child=-2 -3 -4 -5 5 -7 -8 -9
leaf_value=0.012491758273538364 -0.01974217874786487 0.0216744208662994 -0.027032881163672293 0.020037136181046765 -0.007298372805710749 -0.033188927062062182 -0.018937906720441176 0.032253814800997115
leaf_weight=0.00176273088486157 0.0010021313979651338 0.0012296925665396087 0.0010610112750497206 0.0018433045786326865 0.0012822134269470957 0.0010942053106181627 0.0014645216313386882 0.0010711176504388563
leaf_count=539 114 251 320 327 195 397 560 418
internal_value=0 0.00167122 -0.000896634 0.00235889 -0.00252312 -0.00791133 -0.000666714 0.0107038
internal_weight=0 0.0108088 0.0095791 0.00851809 0.00667479 0.00491206 0.00381785 0.00235333
internal_count=3121 3007 2756 2436 2109 1570 1173 613
is_linear=0
shrinkage=0.1


Tree=3937
num_leaves=11
num_cat=0
split_feature=484 41 4 12 42 43 13 4 16 43
split_gain=0.000135464 0.000102891 9.90013e-05 8.29525e-05 8.56755e-05 0.00012248 0.000106417 0.000197952 0.000163255 4.24008e-05
threshold=-0.0068949999999999992 0.075585000000000013 0.27044500000000005 0.10711000000000002 -1.0000000180025095e-35 -0.08287499999999999 -0.094514999999999988 -0.033174999999999989 -0.070454999999999976 -0.09225499999999999
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 9 -6 -7 -8 -9 -2
right_child=1 -3 -4 -5 5 6 7 8 -10 -11
leaf_value=-0.00069782894553095491 -0.00055486972292819359 -0.00055372582705506032 0.00061971137225653246 -0.00050285479336496081 0.00069276693763294431 0.00047715406629212292 -0.00072046673690095259 -0.00026422356780245019 0.00064810217682385028 1.2878683752624509e-05
leaf_weight=0.0010324639353247933 0.0010106448377757169 0.0010306776456733896 0.0012261341988677324 0.0010114813538225536 0.0014641803423084167 0.0017023496995118813 0.0013638886841975399 0.0015501036331605415 0.0014684893623662593 0.0010122922594951705
leaf_count=503 184 146 295 190 285 172 568 140 189 449
internal_value=0 4.04127e-05 9.2266e-05 3.11593e-05 8.75893e-05 0.000183619 6.11034e-05 -0.000100509 0.000179606 -0.000270764
internal_weight=0 0.0128402 0.0118096 0.0105834 0.00957195 0.00754901 0.00608483 0.00438248 0.00301859 0.00202294
internal_count=3121 2618 2472 2177 1987 1354 1069 897 329 633
is_linear=0
shrinkage=0.00196078


Tree=3938
num_leaves=12
num_cat=0
split_feature=484 41 4 12 133 16 51 0 3 52 43
split_gain=0.000135965 9.8371e-05 0.000103114 6.7257e-05 7.26436e-05 0.000106642 0.000100398 9.29184e-05 8.98298e-05 8.61102e-05 4.06154e-05
threshold=-0.0068949999999999992 0.075585000000000013 0.27044500000000005 0.10711000000000002 0.061605000000000007 -0.013324999999999998 0.081440000000000026 -0.10224499999999999 -0.080734999999999987 0.0031350000000000002 -0.074359999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 6 7 -2 -6 10 -7
right_child=1 -3 -4 -5 8 9 -8 -9 -10 -11 -12
leaf_value=-0.00068718847693421655 -0.0008173593062795122 -0.00053721234218835005 0.00063356117853947589 -0.00044226543106378895 1.4037035559003048e-05 0.00031126458724989694 0.00021005955198799816 -0.00010642543332220132 0.00082818989186846451 0.00070158758318834336 -0.0002318085808458973
leaf_weight=0.0010400281899793145 0.0012506648272838927 0.0010127684567523753 0.0012441493291003485 0.0010178907571636456 0.0010663521011385034 0.0010352327771433883 0.0015006980329497167 0.0016254051148318514 0.0010188754836777834 0.0011412865839073444 0.001083720309381332
leaf_count=503 95 146 295 190 370 153 186 565 284 72 262
internal_value=0 4.959e-05 9.91795e-05 3.72761e-05 8.74828e-05 -1.08195e-06 -0.00020106 -0.000415576 0.000411845 0.000267382 3.35145e-05
internal_weight=0 0.012997 0.0119843 0.0107401 0.00972224 0.00763701 0.00437677 0.00287607 0.00208523 0.00326024 0.00211895
internal_count=3121 2618 2472 2177 1987 1333 846 660 654 487 415
is_linear=0
shrinkage=0.00196078


Tree=3939
num_leaves=12
num_cat=0
split_feature=484 42 133 133 43 4 474 133 48 16 2
split_gain=0.000143305 0.000154747 0.000111923 0.000153791 0.000176546 0.000144167 0.000122326 6.58073e-05 9.1152e-05 0.000115473 0.000106118
threshold=-0.0068949999999999992 -0.11051499999999999 0.10722500000000001 0.083950000000000011 -0.17390999999999998 -0.27825499999999997 0.082665000000000002 -0.0061299999999999992 0.086035000000000014 -0.056919999999999991 0.086375000000000021
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 -3 -6 7 -7 9 10 -9
right_child=1 2 -4 -5 5 6 -8 8 -10 -11 -12
leaf_value=-0.00069921023602940373 -0.00067980680920507581 0.00083251078987750169 -0.00050920104169799166 0.00075172100518882366 -0.00068471273183605982 -0.00038601397273402044 0.0007119943600802682 0.001003207103695201 -0.00025592305476705241 -0.00021245192601147093 0.00011336974400113765
leaf_weight=0.0010657047780166682 0.0010351136373535049 0.0010577699531558226 0.0010286606716922607 0.0014963918868002241 0.00108446274959629 0.0014570474814536716 0.0010181363908415737 0.0010460512487906058 0.0018813120495231924 0.0011415503419198733 0.0010154527139377644
leaf_count=503 159 74 349 395 164 669 171 135 166 177 159
internal_value=0 4.81419e-05 0.000109769 0.000166628 7.63837e-05 -1.61438e-05 7.97665e-05 -1.86364e-05 8.66444e-05 0.000287851 0.000564892
internal_weight=0 0.0132619 0.0122268 0.0111982 0.00970178 0.00864401 0.00755955 0.00654141 0.00508437 0.00320305 0.0020615
internal_count=3121 2618 2459 2110 1715 1641 1477 1306 637 471 294
is_linear=0
shrinkage=0.00196078


Tree=3940
num_leaves=11
num_cat=0
split_feature=484 42 43 15 131 133 13 16 0 16
split_gain=0.000139552 0.000145061 9.5965e-05 9.87727e-05 0.00010322 0.000151545 0.000133108 9.53487e-05 0.000162377 0.00026656
threshold=-0.0068949999999999992 -0.11051499999999999 -0.17390999999999998 -0.15914499999999995 0.077555000000000027 0.083950000000000011 -0.117405 -0.16075999999999999 -0.11991499999999998 -0.056919999999999991
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 -4 5 6 -5 -8 -9 -10
right_child=1 2 3 4 -6 -7 7 8 9 -11
leaf_value=-0.00067521236279280579 -0.00066041337802990251 0.00056962031104044401 0.00052483739259152711 0.00048930598931439721 -0.00058133518878906369 0.00053068940371741626 -0.00073417593820327689 0.0003577859470363351 0.00022841798758984345 -0.0010577242158111544
leaf_weight=0.0011119037657647294 0.0010296513803456199 0.0015051999262504232 0.0014204411565633098 0.0012206015111190446 0.0011461921239802149 0.001917548295399773 0.0011298716464745182 0.0017828756900961683 0.0012324175930042876 0.0012458556651132558
leaf_count=503 159 129 300 120 359 527 107 93 461 363
internal_value=0 4.7213e-05 0.000105034 4.20111e-05 -2.88727e-05 4.537e-05 -9.53857e-05 -0.000227768 -9.34906e-05 -0.00041814
internal_weight=0 0.0136307 0.012601 0.0110958 0.00967536 0.00852917 0.00661162 0.00539102 0.00426115 0.00247827
internal_count=3121 2618 2459 2330 2030 1671 1144 1024 917 824
is_linear=0
shrinkage=0.00196078


Tree=3941
num_leaves=10
num_cat=0
split_feature=48 4 151 15 47 3 3 43 16
split_gain=3.49311e-05 5.81717e-05 6.32247e-05 0.000104909 6.93825e-05 8.86073e-05 0.000121463 4.32094e-05 2.66998e-05
threshold=0.11951500000000001 0.40473500000000007 -0.024429999999999997 -0.10324499999999999 0.092165000000000011 0.10732000000000001 -0.0069549999999999994 -0.084004999999999982 -0.091114999999999988
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 5 6 7 -5 -9
right_child=-2 -3 3 4 -6 -7 -8 8 -10
leaf_value=0.01704845598345359 -0.017904734070269126 0.02288505846182708 -0.033930357461650906 0.0091894942348264771 0.022558380301505827 0.021812301842904055 -0.040451813314765946 -0.00049465191485408087 -0.023389068660374147
leaf_weight=0.0016201120950172189 0.0010138377742236792 0.0011392194725627939 0.0010595466032579061 0.0018268169740992411 0.001127141242477727 0.0010538059531638444 0.0010417798714514237 0.0010144690085266981 0.0010231190187772643
leaf_count=453 114 278 201 415 128 63 131 256 1082
internal_value=0 0.00150075 -0.000993565 -0.00458154 -0.00019381 -0.00449666 -0.0101476 -0.00197808 -0.0119905
internal_weight=0 0.010906 0.00976679 0.00814668 0.00708713 0.00595999 0.00490618 0.00386441 0.00203759
internal_count=3121 3007 2729 2276 2075 1947 1884 1753 1338
is_linear=0
shrinkage=0.1


Tree=3942
num_leaves=12
num_cat=0
split_feature=42 484 133 133 43 4 474 133 151 47 1
split_gain=0.000136232 0.000152487 0.000108994 0.000154491 0.000151399 0.000116373 0.000148181 8.81907e-05 0.000104335 0.00013182 0.000116681
threshold=-0.11051499999999999 -0.0068949999999999992 0.10722500000000001 0.083950000000000011 -0.17390999999999998 -0.27825499999999997 0.083855000000000013 -0.0061299999999999992 -0.0083949999999999979 0.09550500000000002 0.10089500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 -3 -6 7 -7 -9 10 -10
right_child=1 2 -4 -5 5 6 -8 8 9 -11 -12
leaf_value=-0.00069807616538306288 -0.00066295332006343006 0.0007538096903599589 -0.00049954521258020865 0.00074167098128723782 -0.00061296274957146771 -0.00046421988623080888 0.00076997182224464557 -0.00039848799679140945 -0.00034503779168854423 0.00084018005053998837 0.00044953266966782894
leaf_weight=0.0010318974412970557 0.0010877327718945571 0.0011026440404902074 0.0010573515617176713 0.0015145086166213047 0.001101747142417126 0.0014546826733709446 0.0010059816941860571 0.0013024114241964937 0.0015261816151377271 0.0010401936843880688 0.0013295627034538213
leaf_count=181 481 74 349 395 164 671 165 158 265 67 151
internal_value=0 4.10516e-05 0.000102632 0.000158593 6.90618e-05 -1.71217e-05 6.85899e-05 -3.74636e-05 8.1958e-05 0.000242571 2.48942e-05
internal_weight=0 0.013523 0.0124353 0.0113779 0.0098634 0.00876076 0.00765901 0.00665303 0.00519835 0.00389594 0.00285574
internal_count=3121 2940 2459 2110 1715 1641 1477 1312 641 483 416
is_linear=0
shrinkage=0.00196078


Tree=3943
num_leaves=12
num_cat=0
split_feature=484 42 133 133 43 4 160 16 16 4 12
split_gain=0.000173802 0.000149782 0.000107795 0.000171428 0.000187072 0.000152192 0.000100966 7.28277e-05 0.000154699 0.000121756 5.88439e-05
threshold=-0.0068949999999999992 -0.11051499999999999 0.10722500000000001 0.083950000000000011 -0.17390999999999998 -0.077834999999999988 0.086075000000000013 -0.27167499999999994 -0.087989999999999985 0.053180000000000012 0.085955000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 -3 10 7 -7 -9 -10 -6
right_child=1 2 -4 -5 5 6 -8 8 9 -11 -12
leaf_value=-0.0007477666722247937 -0.000655739492142744 0.00082892650723749768 -0.00047486835377699292 0.00078298298939980752 -0.00015000205554882652 -8.464941335885746e-05 -0.00043812956019554159 0.0010020015300086004 -0.00025568910611037458 0.00055283376657440278 -0.00081247781688957999
leaf_weight=0.0011078990161900249 0.0010415106530955532 0.0011391907738935525 0.0010813433686724617 0.0015350481549851894 0.0010277830500094011 0.0019764700449800051 0.001044846206722079 0.0010978248359031443 0.0014765479418080074 0.001390383823128576 0.001034202160323976
leaf_count=503 159 74 349 395 242 233 91 145 465 108 357
internal_value=0 5.93263e-05 0.000117493 0.000172137 8.00923e-05 -1.41892e-05 0.000123968 0.000222821 0.000376098 0.000136422 -0.000482271
internal_weight=0 0.0138452 0.0128036 0.0117223 0.0101872 0.00904806 0.00698607 0.00594123 0.00396476 0.00286693 0.00206199
internal_count=3121 2618 2459 2110 1715 1641 1042 951 718 573 599
is_linear=0
shrinkage=0.00196078


Tree=3944
num_leaves=11
num_cat=0
split_feature=484 41 4 12 13 150 0 43 43 15
split_gain=0.000158401 0.000107114 0.000101979 7.79227e-05 8.06279e-05 8.33205e-05 0.000107676 0.000193837 0.000163485 5.35601e-05
threshold=-0.0068949999999999992 0.075585000000000013 0.27044500000000005 0.10711000000000002 -0.094514999999999988 0.086615000000000011 -0.10011499999999998 -0.074359999999999996 -0.095049999999999982 -0.098289999999999975
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 6 9 8 -8 -6
right_child=1 -3 -4 -5 5 -7 7 -9 -10 -11
leaf_value=-0.0007364011818350645 0.0004646889180466619 -0.00054002759432179956 0.0006288773680397094 -0.00046546914999884823 0.00014193101083146889 -0.00041685871461736863 -0.00012444023817682819 -0.00055967059157658087 0.00088247903539610112 0.00076296339343684242
leaf_weight=0.0010610198255941112 0.0018546039466961805 0.001082781361723773 0.0012721430740084408 0.0010503395304398656 0.0010243290852794823 0.0014361670265507324 0.0015648541599944145 0.0018256272153714076 0.0010266648093430765 0.0011151936527490003
leaf_count=503 182 146 295 190 79 191 210 891 336 98
internal_value=0 5.09549e-05 0.000103536 4.22104e-05 9.63601e-05 1.08956e-05 0.000104591 -7.02876e-05 0.000274464 0.000465635
internal_weight=0 0.0132527 0.0121699 0.0108978 0.00984744 0.00799284 0.00655667 0.00441715 0.00259152 0.00213952
internal_count=3121 2618 2472 2177 1987 1805 1614 1437 546 177
is_linear=0
shrinkage=0.00196078


Tree=3945
num_leaves=9
num_cat=0
split_feature=48 16 52 133 13 0 16 2
split_gain=2.88465e-05 5.56665e-05 6.67659e-05 8.349e-05 6.24857e-05 0.000101614 0.000139932 6.36314e-05
threshold=0.11951500000000001 -0.48836499999999994 0.11434500000000002 -0.0061299999999999992 0.19762500000000002 -0.077999999999999986 0.15891500000000003 0.084055000000000005
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 5 7 -7 -5
right_child=-2 2 -4 4 -6 6 -8 -9
leaf_value=0.019888581194314883 -0.016200493570223001 -0.021080158383214295 -0.023393485490703584 0.016448288053422869 -0.015456565423652905 0.045974829873329487 0.00056219874221767868 -0.01283187451838701
leaf_weight=0.0014115444308675619 0.0010237514125343095 0.0013404784280903982 0.0012047678464442062 0.0011851641739846395 0.001123461977221997 0.0014316867664883194 0.0012898046173284636 0.0019858198911243199
leaf_count=244 114 717 401 240 103 352 297 653
internal_value=0 0.0013512 -0.00138553 0.00178742 0.00615655 0.0102773 0.0244523 -0.00188833
internal_weight=0 0.0109727 0.00956118 0.00835642 0.00701594 0.00589248 0.00272149 0.00317098
internal_count=3121 3007 2763 2362 1645 1542 649 893
is_linear=0
shrinkage=0.1


Tree=3946
num_leaves=11
num_cat=0
split_feature=484 42 43 16 474 160 133 151 1 2
split_gain=0.000144813 0.000164754 0.000114485 0.000121564 0.000116786 0.000150233 0.000137061 0.000185189 0.000111766 0.000107012
threshold=-0.0068949999999999992 -0.11051499999999999 -0.17390999999999998 0.22339500000000004 0.084660000000000027 -0.080409999999999995 -0.0061299999999999992 -0.0083949999999999979 0.10089500000000001 0.089885000000000007
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 5 -4 -7 -8 9 -9
right_child=1 2 3 -5 -6 6 7 8 -10 -11
leaf_value=-0.0006948835360027091 -0.00069867764062017136 0.00060930040441755382 -0.00066139842729754901 -0.00044409161037286388 0.00073142973404070151 -0.00039924556569214195 -0.00035435072780217494 -0.00015366607482755954 0.00087696302156043207 0.00058201183394724731
leaf_weight=0.001101640783854759 0.0010617677481131191 0.0015251955363202252 0.0010165414368992027 0.0017133747181891932 0.0010764895555346989 0.0014525376518515713 0.0013990646556648282 0.0014256759060081543 0.0016105193072168608 0.0016285106743018519
leaf_count=503 159 129 380 330 192 554 212 273 209 180
internal_value=0 4.3641e-05 0.000104987 3.70551e-05 0.000122845 4.6067e-05 0.000141748 0.00027134 0.000459 0.000238602
internal_weight=0 0.0139097 0.0128479 0.0113227 0.00960934 0.00853285 0.00751631 0.00606377 0.00466471 0.00305419
internal_count=3121 2618 2459 2330 2000 1808 1428 874 662 453
is_linear=0
shrinkage=0.00196078


Tree=3947
num_leaves=10
num_cat=0
split_feature=42 49 4 42 52 13 47 16 3
split_gain=2.67844e-05 4.43525e-05 8.90765e-05 6.36871e-05 6.95895e-05 3.37834e-05 6.78918e-05 5.78672e-05 2.4439e-05
threshold=-1.0000000180025095e-35 -0.043469999999999995 0.0052350000000000009 0.091545000000000015 -0.07167999999999998 -0.14819499999999997 0.090920000000000015 -0.008904999999999998 -0.059315
decision_type=2 2 2 2 2 2 2 2 2
left_child=8 2 -2 4 -3 -6 7 -7 -1
right_child=1 3 -4 -5 5 6 -8 -9 -10
leaf_value=-0.021245324540400672 -0.0067724233470702905 -0.01941409273436092 0.032168844395655663 -0.019677448059458286 -0.0059509781242546526 0.0095103321462422924 -0.0079380018905100842 0.040385039274047768 0.000224284000013276
leaf_weight=0.0010427818216452219 0.0011005236090784317 0.0011221381975355851 0.0012598840712114935 0.0015612756432085081 0.0012455931427221107 0.001482020096209576 0.0010687431839351696 0.0010282268221309264 0.0010786048803235982
leaf_count=721 234 397 147 614 125 486 105 151 141
internal_value=0 0.00205625 0.0140128 -0.00170271 0.00301645 0.00823352 0.0131701 0.022157 -0.0103292
internal_weight=0 0.0098684 0.00236041 0.007508 0.00594672 0.00482458 0.00357899 0.00251025 0.00212139
internal_count=3121 2259 381 1878 1264 867 742 637 862
is_linear=0
shrinkage=0.1


Tree=3948
num_leaves=9
num_cat=0
split_feature=0 1 15 3 1 151 16 2
split_gain=2.99251e-05 5.19382e-05 6.47451e-05 4.63098e-05 5.92612e-05 7.95699e-05 0.000105762 5.75907e-05
threshold=0.15398500000000004 0.077565000000000009 0.035560000000000008 0.097915000000000016 0.11588000000000001 -0.016164999999999995 -0.092484999999999984 0.11474000000000002
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 -3 -7 -5
right_child=-2 3 -4 7 -6 6 -8 -9
leaf_value=-0.029267589761539006 0.016029629682695536 0.025929439736026651 0.00068629751779689975 -0.020892452894816792 0.026822634299105683 -0.029759133120762723 0.0083756922805451241 0.0093160769883987304
leaf_weight=0.0013389173851786956 0.0010469641350771717 0.0010404118009008853 0.0015651312796632344 0.0015327520198615526 0.001254311081498238 0.0011692548680740031 0.0019238721173411898 0.0010728108594021818
leaf_count=816 60 178 776 142 257 156 583 153
internal_value=0 -0.00167033 -0.013124 0.00249085 0.00778399 0.00200677 -0.00603992 -0.00845443
internal_weight=0 0.0108975 0.00290405 0.00799341 0.00538785 0.00413354 0.00309313 0.00260556
internal_count=3121 3061 1592 1469 1174 917 739 295
is_linear=0
shrinkage=0.1


Tree=3949
num_leaves=10
num_cat=0
split_feature=11 48 0 2 2 52 3 1 1
split_gain=3.07468e-05 3.72831e-05 0.000126435 5.18825e-05 4.80024e-05 6.0626e-05 5.78074e-05 0.000156103 9.78656e-05
threshold=0.079915000000000014 0.091545000000000015 -0.18113999999999997 0.11293500000000002 0.10097500000000002 -0.088204999999999992 -0.059315 0.086560000000000012 0.08844500000000001
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 3 -3 4 5 -1 8 -8 -7
right_child=-2 2 -4 -5 -6 6 7 -9 -10
leaf_value=-0.020432994322348207 -0.016500726739759448 -0.01342476602706588 0.033981897126423841 0.016903349104663439 -0.023326226547686263 -0.024331655154803358 0.044360687116274715 -0.0079247198772370783 0.015537351104848572
leaf_weight=0.0012992064442416545 0.0010438764242335008 0.0010153341238103852 0.001261659364874536 0.0012935302564337989 0.0011764498804307895 0.0013879150564640548 0.0010274236346445864 0.0012854313816783348 0.001106563531922759
leaf_count=360 199 51 310 353 221 1046 88 166 327
internal_value=0 0.00146795 0.0128428 -0.00155197 -0.00482981 -0.0012664 0.00391346 0.0153017 -0.00664556
internal_weight=0 0.0108535 0.00227699 0.00857652 0.00728299 0.00610654 0.00480733 0.00231286 0.00249448
internal_count=3121 2922 361 2561 2208 1987 1627 254 1373
is_linear=0
shrinkage=0.1


Tree=3950
num_leaves=10
num_cat=0
split_feature=159 1 2 2 48 43 4 16 16
split_gain=2.92586e-05 4.87156e-05 4.91141e-05 7.36357e-05 5.59553e-05 8.33052e-05 4.86226e-05 4.64018e-05 3.13729e-05
threshold=-1.0000000180025095e-35 0.13146500000000003 0.088225000000000012 0.11389000000000002 0.091220000000000009 0.016310000000000002 -0.059649999999999988 -0.088394999999999987 -0.054549999999999994
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 7 4 5 6 -4 -2 -9
right_child=1 -3 3 -5 -6 -7 -8 8 -10
leaf_value=-0.015297063263068213 -0.026074056638841811 0.022263527811269491 -0.021373878221723625 -0.014338672703237075 0.030239394929794428 0.024236844557413401 0.0080469560139370747 0.010999902604484441 -0.013075191750103613
leaf_weight=0.0011436009095254938 0.0012103022964589649 0.001024796918185804 0.0011595138207541968 0.0015521862699310763 0.0011244075461372804 0.0013591728363268668 0.0010895821222037835 0.0010312183424959658 0.0011392632072244034
leaf_count=509 316 216 267 304 156 158 352 399 444
internal_value=0 0.00153193 -0.000666131 0.00456202 0.0107609 0.00469105 -0.00712086 -0.0103852 -0.00163686
internal_weight=0 0.0106904 0.00966565 0.00628486 0.00473268 0.00360827 0.0022491 0.00338078 0.00217048
internal_count=3121 2612 2396 1237 933 777 619 1159 843
is_linear=0
shrinkage=0.1


Tree=3951
num_leaves=10
num_cat=0
split_feature=48 50 4 40 47 3 42 12 4
split_gain=2.87551e-05 4.95177e-05 8.7486e-05 7.27413e-05 0.000108379 0.000110814 7.09919e-05 8.41721e-05 6.34835e-05
threshold=0.11951500000000001 0.07826000000000001 0.36766000000000004 -1.0000000180025095e-35 0.09550500000000002 0.10299500000000002 0.091295000000000015 0.084100000000000022 -0.0016099999999999997
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 6 7 8 -5
right_child=-2 -3 -4 4 -6 -7 -8 -9 -10
leaf_value=-0.023117779856913694 -0.016247092332111555 -0.018117480790079275 0.031684943104383821 0.017057248438186155 0.03177401955470318 0.028341946917366048 0.013766271972350997 -0.029783301513920224 -0.016831508677456117
leaf_weight=0.0011312091681591804 0.0010067577136669359 0.0011574565254224714 0.0010057216010160531 0.0010619113820338659 0.001189384059717526 0.0010603708302983073 0.0012429210900927615 0.001781070565607808 0.0011529358791584326
leaf_count=204 114 573 277 224 164 95 365 1016 89
internal_value=0 0.00142459 0.0037745 0.000518029 0.0040884 -0.00113906 -0.00710618 -0.0135985 -0.0005835
internal_weight=0 0.010783 0.00962552 0.0086198 0.00748859 0.00629921 0.00523884 0.00399592 0.00221485
internal_count=3121 3007 2434 2157 1953 1789 1694 1329 313
is_linear=0
shrinkage=0.1


Tree=3952
num_leaves=11
num_cat=0
split_feature=484 15 47 43 16 3 43 160 47 15
split_gain=0.000173744 0.000119339 9.9801e-05 0.000124715 0.00016325 0.000145062 0.000165136 0.000132971 0.000125649 0.00024183
threshold=-0.0068949999999999992 -0.24436499999999997 0.13148500000000005 -0.074359999999999996 0.22339500000000004 -0.077774999999999983 -0.17390999999999998 0.086075000000000013 0.07813500000000001 0.035560000000000008
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 5 7 6 -3 8 9 -5
right_child=1 2 -4 4 -6 -7 -8 -9 -10 -11
leaf_value=-0.00076284570647203111 0.00069038788521619591 0.0005560841614990705 -0.00058522385111074487 0.00084173710748949089 -0.00075001921717261929 0.00084011932773545321 -0.00038968426026091493 -0.00059117833560859748 -0.00035212874383638669 -0.00016032675541627177
leaf_weight=0.0011040885188982582 0.0010216598969679152 0.001361797281554597 0.0010498227565948611 0.001871897634984162 0.0012599375806655938 0.0013682051485988315 0.0014824954230358797 0.0011063451128291921 0.0013529362378329052 0.0018322564394839505
leaf_count=503 232 117 55 294 205 241 512 93 117 752
internal_value=0 4.57009e-05 -6.21987e-06 4.60196e-05 -0.000106898 0.000315496 6.3133e-05 2.45692e-05 0.000159277 0.000346067
internal_weight=0 0.0137074 0.0126857 0.0116359 0.00742337 0.0042125 0.00284429 0.00616344 0.00505709 0.00370415
internal_count=3121 2618 2386 2331 1461 870 629 1256 1163 1046
is_linear=0
shrinkage=0.00196078


Tree=3953
num_leaves=10
num_cat=0
split_feature=43 40 3 457 15 151 4 15 1
split_gain=2.81033e-05 8.40429e-05 7.19457e-05 5.17548e-05 8.14386e-05 7.55657e-05 0.000111974 0.000192991 7.52349e-05
threshold=0.16180500000000003 -0.013874999999999998 0.12745000000000004 0.080930000000000016 0.088655000000000025 -0.00099499999999999979 -0.084369999999999987 -0.016799999999999995 0.10752500000000002
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 -3 -7 8 -8
right_child=-2 2 -4 -5 -6 6 7 -9 -10
leaf_value=0.02649811761113794 -0.015682005122342808 -0.02166278199827066 -0.025340041678103383 0.019712039755356483 -0.026480295699613299 -0.01427963722198144 -0.016133793547647275 0.052752358666995992 0.0202809806602492
leaf_weight=0.0011902316085830112 0.0010522605202185854 0.0010421473949136341 0.0011329139411932485 0.001316650281517835 0.0011307388437250526 0.0015472618496903735 0.0011644596398655963 0.0010929138243852641 0.0011064879743569482
leaf_count=309 218 261 160 170 576 451 556 265 155
internal_value=0 0.00144347 -0.00168451 0.00150568 -0.0018782 0.00279462 0.00798452 0.0182253 0.0016088
internal_weight=0 0.0107238 0.00953357 0.00840066 0.00708401 0.00595327 0.00491112 0.00336386 0.00227095
internal_count=3121 2903 2594 2434 2264 1688 1427 976 711
is_linear=0
shrinkage=0.1


Tree=3954
num_leaves=9
num_cat=0
split_feature=52 52 160 4 1 16 16 16
split_gain=2.9215e-05 7.84658e-05 4.30529e-05 5.81582e-05 8.09048e-05 5.99931e-05 7.35816e-05 3.94194e-05
threshold=-0.26636999999999994 -0.081429999999999989 0.050340000000000003 -0.083854999999999985 0.085110000000000005 -0.087989999999999985 -0.43320999999999993 0.15891500000000003
decision_type=2 2 2 2 2 2 2 2
left_child=-1 -2 3 7 -5 6 -6 -3
right_child=1 2 -4 4 5 -7 -8 -9
leaf_value=-0.015930521159468219 0.022714196334692779 0.026374955322844413 -0.019024789974710635 -0.026138072322459967 -0.0039608485776002631 -0.01165989235587893 0.031111692040757307 0.00019486623527823323
leaf_weight=0.0010568714300244727 0.0014983283264621986 0.001229111353912263 0.0012744245413073623 0.0013421059644437502 0.001280986010734089 0.0018176272982472568 0.0011222376435830036 0.0010809247749592465
leaf_count=354 417 389 216 904 221 413 169 38
internal_value=0 0.00150141 -0.00197321 0.000786983 -0.00475152 0.00204878 0.012417 0.0141246
internal_weight=0 0.0106457 0.00914742 0.00787299 0.00556296 0.00422085 0.00240322 0.00231004
internal_count=3121 2767 2350 2134 1707 803 390 427
is_linear=0
shrinkage=0.1


Tree=3955
num_leaves=11
num_cat=0
split_feature=484 133 133 15 3 3 42 15 52 16
split_gain=0.000150735 8.73476e-05 0.000125182 0.000126379 0.000136182 0.000100895 7.93598e-05 6.28701e-05 8.80299e-05 4.54688e-05
threshold=-0.0068949999999999992 0.10722500000000001 0.083950000000000011 0.024640000000000006 -0.10519499999999998 -0.0087149999999999988 0.081660000000000024 -0.018314999999999994 -0.07167999999999998 -0.25582999999999995
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 -6 -5 8 -7 -10
right_child=1 -3 -4 6 5 7 -8 -9 9 -11
leaf_value=-0.000734805168337577 0.00057185942952624452 -0.00050769524418798543 0.00062670826904651132 -0.00079950526242970681 -0.00047224103049326046 -0.0004317896451781388 -3.779565457775175e-05 0.00054959669892212532 -0.00010860789719163971 0.00042754392436210515
leaf_weight=0.0010347356602334315 0.0019841382668871295 0.001018142352962082 0.0014676020472422649 0.0010392913428207097 0.0014441727415746399 0.0012165390329803571 0.0010645064269779615 0.0010250062883880862 0.0010222747255483819 0.0015011137045578132
leaf_count=503 227 364 425 436 454 93 307 86 124 102
internal_value=0 4.32743e-05 9.09566e-05 1.45978e-05 0.000124672 -1.82283e-05 -0.000414086 0.000119375 1.46419e-06 0.000210338
internal_weight=0 0.0127828 0.0117646 0.010297 0.00819324 0.00620911 0.0021038 0.00476493 0.00373993 0.00252339
internal_count=3121 2618 2254 1829 1086 859 743 405 319 226
is_linear=0
shrinkage=0.00196078


Tree=3956
num_leaves=11
num_cat=0
split_feature=484 42 133 43 133 15 2 16 2 0
split_gain=0.000143793 0.000136633 0.000139478 0.000118668 0.00010162 0.00011437 8.91252e-05 0.000174694 0.000118822 8.96728e-05
threshold=-0.0068949999999999992 -0.11051499999999999 0.10722500000000001 -0.17390999999999998 0.083950000000000011 -0.15026499999999995 0.093175000000000022 -0.090764999999999985 0.088475000000000012 -0.10151999999999999
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 5 -5 8 -8 9 -7
right_child=1 2 -4 4 -6 6 7 -9 -10 -11
leaf_value=-0.00071591847970661857 -0.00065051475832683214 0.00076590672094352841 -0.00059281939981441201 0.00054962213388341243 0.00059608711639572295 0.00022602365319232353 -0.00099037673335703835 2.348654533017123e-05 0.00063502877579443015 -0.00043469507595067817
leaf_weight=0.0010303020802546912 0.0010013444310474533 0.0011428817506705146 0.001012116562019382 0.0013134285328275487 0.0013574620243788438 0.0016004003566140517 0.0010385739378142066 0.0017618035568248156 0.0011544685819562858 0.0015591220116096902
leaf_count=503 159 84 349 225 385 91 131 377 150 667
internal_value=0 4.51961e-05 0.00010354 0.000168034 9.82049e-05 1.80112e-05 -8.01328e-05 -0.000352524 9.66869e-05 -0.00010002
internal_weight=0 0.0129416 0.0119403 0.0109281 0.00978526 0.0084278 0.00711437 0.00280038 0.00431399 0.00315952
internal_count=3121 2618 2459 2110 2026 1641 1416 508 908 758
is_linear=0
shrinkage=0.00196078


Tree=3957
num_leaves=8
num_cat=0
split_feature=0 16 52 4 1 16 13
split_gain=2.82435e-05 5.3748e-05 4.3811e-05 4.39039e-05 0.000115222 4.39325e-05 6.00671e-05
threshold=0.15398500000000004 0.26676500000000009 -0.081429999999999989 -0.082109999999999975 0.08844500000000001 -0.087989999999999985 -0.084154999999999994
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 -4 -5 6 -6
right_child=-2 -3 3 4 5 -7 -8
leaf_value=0.01623394806633233 0.015719252280354753 -0.021853829482238421 0.012315976424095973 -0.027986575764426164 0.028248540209419727 -0.0092626434413008805 -0.0020833133678298354
leaf_weight=0.0015539434025599675 0.001031324573006938 0.0011681811605130038 0.0016668724271104137 0.0017223492425716205 0.0011214196110736086 0.0019065783776278946 0.0015626730216582482
leaf_count=445 60 362 500 979 172 383 220
internal_value=0 -0.0016084 0.000872274 -0.00211914 -0.00593055 0.00234453 0.0105894
internal_weight=0 0.010702 0.00953384 0.00797989 0.00631302 0.00459067 0.00268409
internal_count=3121 3061 2699 2254 1754 775 392
is_linear=0
shrinkage=0.1


Tree=3958
num_leaves=10
num_cat=0
split_feature=48 16 15 15 2 52 13 0 42
split_gain=2.41714e-05 5.01727e-05 5.63593e-05 7.19018e-05 6.35006e-05 5.90334e-05 8.30571e-05 5.89547e-05 5.34571e-05
threshold=0.11951500000000001 -0.48836499999999994 -0.14147499999999996 -0.10091499999999999 0.10981000000000002 0.10160000000000001 -0.0090849999999999976 -0.11242999999999999 0.085505000000000012
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 5 6 8 -8 -5
right_child=-2 2 3 4 -6 -7 7 -9 -10
leaf_value=0.019149083013278514 -0.014944208408035795 -0.022384530984145473 0.026461335218517092 0.02954725335134601 0.020372593420367919 -0.02726454842761334 0.0051084316640498647 -0.024226762485739847 -0.0018157547550596417
leaf_weight=0.0013744032548593061 0.0010001310710379277 0.0011176030437173553 0.0010154355915413119 0.001051149028373149 0.001081154697495864 0.0010689861870970081 0.0011356984502499667 0.0017266057064745316 0.0011252226696282619
leaf_count=244 114 298 94 485 299 367 107 544 569
internal_value=0 0.0013125 -0.00131731 0.00155252 -0.0019659 -0.00592017 -0.00139183 -0.0125872 0.013332
internal_weight=0 0.0106963 0.00932186 0.00820425 0.00718882 0.00610766 0.00503868 0.0028623 0.00217637
internal_count=3121 3007 2763 2465 2371 2072 1705 651 1054
is_linear=0
shrinkage=0.1


Tree=3959
num_leaves=9
num_cat=0
split_feature=15 15 43 1 1 16 2 13
split_gain=2.84481e-05 5.3093e-05 4.85872e-05 4.9865e-05 7.62183e-05 6.37772e-05 3.84302e-05 3.70204e-05
threshold=-0.24436499999999997 -0.11033999999999998 -0.17390999999999998 0.10089500000000001 0.089175000000000018 0.15891500000000003 0.10803500000000001 -0.016469999999999995
decision_type=2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 5 7 -5 -4
right_child=1 2 3 6 -6 -7 -8 -9
leaf_value=0.016049578943085969 -0.021935883567198111 0.016423425447185429 -0.0051172186426585164 0.024041145616761336 -0.02859387565682291 -0.022364831799399427 -0.0019641020192029263 0.016434931745620204
leaf_weight=0.0010007570919324084 0.0011442003358203201 0.0016571974486827073 0.0015426713785018425 0.001052875721752034 0.0013128292295523682 0.0010529135864785159 0.001234620555006033 0.0016488700854963862
leaf_count=253 256 183 916 249 347 233 178 506
internal_value=0 -0.00158526 0.000865298 -0.00242133 -0.00753646 -0.0010233 0.0100054 0.00601743
internal_weight=0 0.0106462 0.00950198 0.00784478 0.00555728 0.00424446 0.0022875 0.00319154
internal_count=3121 2868 2612 2429 2002 1655 427 1422
is_linear=0
shrinkage=0.1


Tree=3960
num_leaves=9
num_cat=0
split_feature=0 16 0 3 43 16 0 4
split_gain=2.72343e-05 4.25897e-05 3.77832e-05 3.67776e-05 5.98718e-05 6.143e-05 0.000137934 7.13895e-05
threshold=0.15398500000000004 0.26676500000000009 -0.062294999999999996 -0.08824499999999999 -0.067899999999999974 -0.056919999999999991 -0.10224499999999999 0.042705000000000007
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -5 6 7 -6
right_child=-2 -3 -4 4 5 -7 -8 -9
leaf_value=-0.016386685992738539 0.015586653858264974 -0.019682288232666503 0.013735628162203832 0.019118007436793334 0.009643722506282662 -0.024316006069789405 0.03176437544043572 -0.024945578494454512
leaf_weight=0.0015099068968495956 0.001014673262076324 0.0011557337963503883 0.0017896834992844413 0.0014102318267989839 0.0010041168329492098 0.001163025254277885 0.0010914214510750961 0.0014705784675724254
leaf_count=505 60 362 327 736 83 313 549 186
internal_value=0 -0.00156299 0.000655587 -0.00240472 0.00103398 -0.00435868 0.00215005 -0.0109108
internal_weight=0 0.0105947 0.00943896 0.00764928 0.00613937 0.00472914 0.00356612 0.0024747
internal_count=3121 3061 2699 2372 1867 1131 818 269
is_linear=0
shrinkage=0.1


Tree=3961
num_leaves=9
num_cat=0
split_feature=3 52 157 160 133 52 49 15
split_gain=2.66599e-05 3.94292e-05 5.71924e-05 0.00010099 7.73784e-05 6.22047e-05 6.33133e-05 7.43613e-05
threshold=0.149315 -0.24456499999999998 -0.063304999999999986 -1.0000000180025095e-35 -1.0000000180025095e-35 0.077655000000000016 -0.043469999999999995 -0.10091499999999999
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 -5 6 -6 -8
right_child=-2 2 3 4 5 -7 7 -9
leaf_value=-0.0202753437704686 0.013975385425185213 0.022879396344790397 -0.027441602522648403 -0.021090950939552364 0.017611877149793859 0.021801865219996334 0.0068150916754133525 -0.027401404039353656
leaf_weight=0.0010292057125996087 0.0012118793211498878 0.0010052645510870142 0.0013468174210780276 0.0011616160270781894 0.0013223793706018941 0.0019388349386617832 0.0013439558722240664 0.0012042974919491455
leaf_count=361 168 329 618 655 182 296 159 353
internal_value=0 -0.00170072 0.000349771 -0.00237306 0.0024702 0.0071813 -0.00014227 -0.00935553
internal_weight=0 0.0103524 0.00932317 0.0083179 0.00697108 0.00580947 0.00387063 0.00254825
internal_count=3121 2953 2592 2263 1645 990 694 512
is_linear=0
shrinkage=0.1


Tree=3962
num_leaves=9
num_cat=0
split_feature=1 12 2 0 12 0 2 13
split_gain=2.79206e-05 6.25713e-05 6.068e-05 6.27246e-05 5.75111e-05 5.32743e-05 9.23e-05 4.10438e-05
threshold=0.094385000000000011 0.088245000000000004 0.092755000000000018 -0.13027499999999997 -1.0000000180025095e-35 -0.10151999999999999 0.11215000000000001 -0.016469999999999995
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -2 6 -6 -3
right_child=4 7 -4 -5 5 -7 -8 -9
leaf_value=0.012214099817355349 0.02503139097226853 -0.0034114450906413242 -0.033542960482767781 -0.020566312227678185 0.030126579536045972 -0.014388103819787838 -0.0090248808908596004 0.020769003426586028
leaf_weight=0.001129374016235086 0.0011576462452861022 0.0017663017357941008 0.0010633043903423263 0.0012081867033064417 0.0011214425745930123 0.0016050129718161435 0.0013003860391522237 0.001164947954346294
leaf_count=125 322 634 165 819 83 418 120 435
internal_value=0 -0.0045089 -0.0137377 -0.00472871 0.00538796 -0.000259184 0.00910444 0.00619844
internal_weight=0 0.00633211 0.00340087 0.00233756 0.00518449 0.00402684 0.00242183 0.00293125
internal_count=3121 2178 1109 944 943 621 203 1069
is_linear=0
shrinkage=0.1


Tree=3963
num_leaves=11
num_cat=0
split_feature=484 42 133 133 3 16 1 43 2 3
split_gain=0.000153327 0.000130126 0.000146943 0.000120499 0.000124844 9.55614e-05 9.25645e-05 8.19316e-05 6.89829e-05 0.000124504
threshold=-0.0068949999999999992 -0.11051499999999999 0.10722500000000001 0.083950000000000011 -0.10519499999999998 -0.25582999999999995 0.11323000000000001 -0.072534999999999988 0.092365000000000017 -0.0087149999999999988
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 7 -6 8 -3 9 -7
right_child=1 2 -4 -5 5 6 -8 -9 -10 -11
leaf_value=-0.0007540452367128305 -0.00063924723854714462 0.00089752180471007817 -0.00060754018311576794 0.00069771405348149245 -0.00042159455415290484 -0.00033876805497671511 0.00060538331431659838 0.00014540053921160081 -0.00037634861674693264 0.0004724695862733866
leaf_weight=0.0010091045028101922 0.0010044738365322286 0.0010251748159902374 0.0010459494570808749 0.0014058688419084095 0.0018742657062327745 0.001237238402062689 0.0010808442123657804 0.001218939685361852 0.0015037776237113347 0.0017649539926802818
leaf_count=503 159 72 349 395 200 696 161 183 308 95
internal_value=0 3.90254e-05 9.50677e-05 0.000161208 8.34915e-05 -3.84729e-05 9.00568e-05 0.000488991 -3.35542e-05 0.000138149
internal_weight=0 0.0131615 0.012157 0.0111111 0.00970519 0.00746108 0.00558681 0.00224411 0.00450597 0.00300219
internal_count=3121 2618 2459 2110 1715 1460 1260 255 1099 791
is_linear=0
shrinkage=0.00196078


Tree=3964
num_leaves=9
num_cat=0
split_feature=16 1 43 15 2 457 3 1
split_gain=2.87475e-05 5.80751e-05 5.8967e-05 8.00443e-05 4.19242e-05 5.61891e-05 6.26317e-05 5.70219e-05
threshold=0.38525000000000004 0.077565000000000009 -0.08756499999999999 0.083935000000000023 0.11474000000000002 0.045365000000000009 0.088060000000000013 0.09253500000000002
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 5 6 7 -3
right_child=-2 4 3 -5 -6 -7 -8 -9
leaf_value=-0.032969370208862356 0.012754235827158671 0.015030524711388072 -0.021556398060582845 0.016829928396960771 0.017599789437589299 0.019953489314794071 -0.027587001096848196 -0.011813887103409646
leaf_weight=0.001019307908718483 0.0015188843762571425 0.0014898285225797604 0.001177302693292749 0.0010086047513813315 0.0015620702141077095 0.0010228473993683963 0.0010315465580262887 0.0016876337826757053
leaf_count=354 311 364 583 574 299 147 122 367
internal_value=0 -0.00201117 -0.0131066 -0.00384447 0.00322341 -0.00106893 -0.00617767 0.000772752
internal_weight=0 0.00999914 0.00320522 0.00218591 0.00679393 0.00523186 0.00420901 0.00317746
internal_count=3121 2810 1511 1157 1299 1000 853 731
is_linear=0
shrinkage=0.1


Tree=3965
num_leaves=10
num_cat=0
split_feature=484 4 16 133 2 3 0 0 15
split_gain=0.000143851 8.36447e-05 6.14289e-05 9.5374e-05 0.000120328 0.000116581 9.23194e-05 0.000110256 4.97766e-05
threshold=-0.0068949999999999992 0.27044500000000005 -0.014034999999999997 0.083950000000000011 0.092755000000000018 -0.078934999999999991 -0.053834999999999994 -0.0058249999999999994 -0.095869999999999983
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 -2 -4 -8 -7
right_child=1 -3 6 -5 -6 8 7 -9 -10
leaf_value=-0.00072333969483994495 -0.00059175946161204381 0.00044469829854623623 0.00046965593470978215 0.00033622638736316061 -0.00074078377382680999 -9.9214596873320939e-05 -0.00057710830365207853 0.00021108659029682979 0.00049617656520757603
leaf_weight=0.0010117138416786053 0.0010841669788208114 0.0017367001159742509 0.0019873914958180817 0.001219088189154463 0.0014865930003430863 0.0010878420968949976 0.001076323565194881 0.0018640255527239621 0.0010717143135291931
leaf_count=503 529 346 582 404 256 72 116 188 125
internal_value=0 4.5103e-05 -1.86984e-05 -0.000152804 -0.000278836 -6.71254e-05 0.000143211 -7.74345e-05 0.000196258
internal_weight=0 0.0126138 0.0108771 0.0059494 0.00473032 0.00324372 0.00492774 0.00294035 0.00215956
internal_count=3121 2618 2272 1386 982 726 886 304 197
is_linear=0
shrinkage=0.00196078


Tree=3966
num_leaves=12
num_cat=0
split_feature=484 41 4 12 0 12 49 457 0 42 43
split_gain=0.000152266 9.76376e-05 0.000118315 0.000101097 0.000100408 0.000111082 7.80603e-05 0.000165453 8.69028e-05 9.32042e-05 1.34159e-06
threshold=-0.0068949999999999992 0.075585000000000013 0.27044500000000005 0.10711000000000002 -0.019414999999999998 -1.0000000180025095e-35 -0.00064499999999999985 0.080930000000000016 -0.10011499999999998 0.083995000000000014 -0.013024999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 -2 7 -7 -8 -10 -6
right_child=1 -3 -4 -5 10 6 8 -9 9 -11 -12
leaf_value=-0.00074018865475350176 -0.00056584656320857857 -0.00052694466611042095 0.00067946914437309847 -0.00054531367144832323 0.00054001747724464024 -0.00071081131509686689 0.00060978524309806474 0.00033168195036323105 -0.0004218919876539909 0.00035476384699742464 0.00043868972930442639
leaf_weight=0.0010016595110175401 0.0011460722561633203 0.0010252876595606914 0.001229993243767988 0.0010343351524652418 0.0010086046428236552 0.0011680224953280654 0.0016397688480775004 0.001173233185273459 0.0010306690904572319 0.0014024082118027574 0.0010009006997755412
leaf_count=503 183 146 295 190 70 189 120 87 585 619 134
internal_value=0 5.35161e-05 0.000103807 3.70338e-05 9.99766e-05 -3.57199e-06 9.68953e-05 -0.000188405 0.000260899 2.57668e-05 0.000489548
internal_weight=0 0.0128593 0.011834 0.010604 0.00956968 0.00756017 0.0064141 0.00234126 0.00407285 0.00243308 0.00200951
internal_count=3121 2618 2472 2177 1987 1783 1600 276 1324 1204 204
is_linear=0
shrinkage=0.00196078


Tree=3967
num_leaves=8
num_cat=0
split_feature=4 0 2 1 2 0 4
split_gain=2.73523e-05 3.52575e-05 5.05884e-05 9.81028e-05 5.81441e-05 6.45147e-05 5.77075e-05
threshold=0.27044500000000005 0.15398500000000004 0.092875000000000013 0.104035 0.089775000000000008 -0.077999999999999986 0.053180000000000012
decision_type=2 2 2 2 2 2 2
left_child=1 2 4 -4 5 6 -1
right_child=-2 -3 3 -5 -6 -7 -8
leaf_value=-0.024366653413065664 0.011736392314191213 0.015650400965602808 -0.029751611268651085 0.0061569856431049064 0.021308853743345256 0.011398109840834739 0.0049641122796644935
leaf_weight=0.0017294816917615505 0.0016770659026199139 0.0010075159892922658 0.0017766516719868114 0.0013306586601530279 0.0011745354426745099 0.0017604846369923093 0.0010958004526190057
leaf_count=1154 365 50 699 202 231 340 80
internal_value=0 -0.00207645 -0.00409053 -0.0143743 0.0014569 -0.0036277 -0.0129906
internal_weight=0 0.00987513 0.00886761 0.00310731 0.0057603 0.00458577 0.00282528
internal_count=3121 2756 2706 901 1805 1574 1234
is_linear=0
shrinkage=0.1


Tree=3968
num_leaves=8
num_cat=0
split_feature=4 0 43 1 43 48 16
split_gain=2.51221e-05 9.23127e-05 4.81596e-05 3.68049e-05 4.14196e-05 4.98913e-05 4.81154e-05
threshold=-0.49405499999999997 -1.0000000180025095e-35 -0.24021999999999996 1.0000000180025095e-35 -0.052894999999999991 0.086035000000000014 -0.056919999999999991
decision_type=2 2 2 2 2 2 2
left_child=-1 2 -2 -4 -5 6 -6
right_child=1 -3 3 4 5 -7 -8
leaf_value=-0.015189679268583223 -0.021275861906027212 0.027608854456593043 -0.012048064967245524 0.018478855249838642 0.01876066158402985 -0.013473885084589937 -0.0064623319697468436
leaf_weight=0.0010027575615488846 0.0011349734628530754 0.0011896461293211908 0.0017730098336886969 0.0015477399654657562 0.0016911385653752137 0.0018075767029788747 0.0013681411787335096
leaf_count=156 153 186 1442 473 346 162 203
internal_value=0 0.00137619 -0.00197134 0.000704668 0.00422955 -0.000301958 0.00748068
internal_weight=0 0.0105122 0.00932258 0.00818761 0.0064146 0.00486686 0.00305928
internal_count=3121 2965 2779 2626 1184 711 549
is_linear=0
shrinkage=0.1


Tree=3969
num_leaves=12
num_cat=0
split_feature=484 42 133 43 3 4 47 48 4 43 3
split_gain=0.00013917 0.000123425 0.000131852 0.00014685 0.000135008 0.000128758 0.00010173 0.000140664 0.000131068 0.000194941 4.35188e-05
threshold=-0.0068949999999999992 -0.11051499999999999 0.10722500000000001 -0.074359999999999996 -0.077774999999999983 -0.076779999999999987 0.096175000000000024 0.085845000000000019 -0.059649999999999988 0.0034250000000000005 0.090900000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 5 -3 7 8 9 -5 -10
right_child=1 2 -4 6 -6 -7 -8 -9 10 -11 -12
leaf_value=-0.00070978977517548408 -0.00061288299302678128 0.00071063135523076178 -0.00058175387660914287 -0.00072924316215755862 0.0010361369365629721 -0.00024622438930281597 -0.00051685347651327161 -0.00044078002620523171 0.00034604333202518543 0.00048936753277472168 0.00084109715866247385
leaf_weight=0.0010250209407876741 0.0010232762439242307 0.0010358993776157233 0.0010085440832224455 0.0010178864079923577 0.0011770877013023125 0.0011310012551535593 0.0011943716732870195 0.0014088171710407438 0.0019199995065651869 0.0010010471063913728 0.0010593979074600256
leaf_count=503 159 112 349 451 280 370 117 157 322 171 130
internal_value=0 4.06996e-05 9.66468e-05 0.000159156 0.000501583 0.000211206 8.51925e-06 0.000106455 0.000260698 -0.00012502 0.000522072
internal_weight=0 0.0129773 0.0119541 0.0109455 0.00334399 0.0021669 0.00760152 0.00640715 0.00499833 0.00201893 0.0029794
internal_count=3121 2618 2459 2110 762 482 1348 1231 1074 622 452
is_linear=0
shrinkage=0.00196078


Tree=3970
num_leaves=10
num_cat=0
split_feature=484 133 133 15 3 3 42 151 16
split_gain=9.18831e-05 7.11346e-05 0.000118513 0.000146736 0.000118425 0.000118733 9.65151e-05 8.16506e-05 7.56715e-05
threshold=-1.0000000180025095e-35 0.10622000000000002 0.083950000000000011 0.024640000000000006 -0.10519499999999998 -1.0000000180025095e-35 0.081660000000000024 -0.0083949999999999979 -0.056919999999999991
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 -6 -5 -7 -9
right_child=1 -3 -4 6 5 7 -8 8 -10
leaf_value=-0.00055078969684199317 0.00057018849536382473 -0.00044388639378666197 0.00064199357212855362 -0.00087092704338933972 -0.00045127627839052539 -0.00031129830173990119 -2.1604542596130053e-05 0.0006042500634670648 1.3592952980199907e-05
leaf_weight=0.0010755697199840144 0.0018779023186701023 0.0010392636411201582 0.0013294932310729717 0.0010319128162699547 0.0016003646540406046 0.0010241813051562465 0.0010257475908302342 0.0017420908124546348 0.0015996348520945823
leaf_count=515 224 370 415 436 498 99 306 137 121
internal_value=0 4.68973e-05 9.23108e-05 1.85063e-05 0.000140758 5.59306e-06 -0.000447538 0.000173063 0.000321511
internal_weight=0 0.0122706 0.0112313 0.00990183 0.00784417 0.00596627 0.00205766 0.00436591 0.00334173
internal_count=3121 2606 2236 1821 1079 855 742 357 258
is_linear=0
shrinkage=0.00196078


Tree=3971
num_leaves=8
num_cat=0
split_feature=131 14 49 47 4 1 12
split_gain=2.72373e-05 3.69853e-05 6.59401e-05 6.99731e-05 8.58688e-05 4.96725e-05 5.60907e-05
threshold=0.088610000000000008 -1.0000000180025095e-35 0.0093850000000000027 0.096300000000000011 0.053180000000000012 0.089175000000000018 0.088305000000000008
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 4 5 6 -3
right_child=-2 2 -4 -5 -6 -7 -8
leaf_value=-0.016723953442526637 -0.015577693914664454 -0.0077991053523814857 0.027225464736028566 -0.022139742786383199 0.023779561401958971 -0.015134004644111691 0.016765689295597963
leaf_weight=0.0010121998909118366 0.0010316314289063192 0.0018084149934903095 0.001033866831907722 0.0011780589248324078 0.0017039408443749147 0.0018746968520759475 0.0019126353221966003
leaf_count=136 443 658 545 128 268 444 499
internal_value=0 0.00144886 0.00338276 0.000475127 0.00412482 -0.00186017 0.0048273
internal_weight=0 0.0105238 0.00951161 0.00847775 0.00729969 0.00559575 0.00372105
internal_count=3121 2678 2542 1997 1869 1601 1157
is_linear=0
shrinkage=0.1


Tree=3972
num_leaves=10
num_cat=0
split_feature=484 4 12 16 52 0 133 51 0
split_gain=9.83384e-05 9.92749e-05 6.21882e-05 8.48153e-05 0.000147201 0.000176567 8.89614e-05 0.000151163 0.000116622
threshold=-1.0000000180025095e-35 0.27044500000000005 0.10711000000000002 -0.014034999999999997 0.096795000000000006 -0.053834999999999994 0.083950000000000011 0.081440000000000026 -0.10224499999999999
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 6 5 -5 7 8 -2
right_child=1 -3 -4 4 -6 -7 -8 -9 -10
leaf_value=-0.00057758156908120737 -0.0010258404876815088 0.00047622415356173318 -0.00048631894846529682 0.00044646563993936252 0.00081931045912419327 -0.00047055903763993214 0.00032319660691445921 0.00023717226865286719 -0.0002089792030875144
leaf_weight=0.0010825500742438531 0.0011528216869929955 0.0017180908945243897 0.0010428225659866062 0.0016758615933674019 0.0011585515962912601 0.0015574661821214329 0.0011996395011469778 0.0014213188296948406 0.0016109635605546613
leaf_count=515 113 346 195 484 87 231 370 199 581
internal_value=0 3.83766e-05 -3.11521e-05 1.73982e-05 0.000219621 4.74274e-06 -0.000147538 -0.000282471 -0.000549706
internal_weight=0 0.0125375 0.0108194 0.00977662 0.00439188 0.00323333 0.00538474 0.0041851 0.00276379
internal_count=3121 2606 2260 2065 802 715 1263 893 694
is_linear=0
shrinkage=0.00196078


Tree=3973
num_leaves=11
num_cat=0
split_feature=484 133 133 15 42 16 52 151 3 4
split_gain=0.000138537 8.76504e-05 0.000110741 0.000157694 0.000103511 9.68485e-05 0.00010453 6.62352e-05 0.000159662 7.65683e-05
threshold=-0.0068949999999999992 0.10622000000000002 0.083950000000000011 0.024640000000000006 0.081660000000000024 -0.008904999999999998 -0.07167999999999998 -0.044604999999999992 -1.0000000180025095e-35 0.053180000000000012
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 5 -5 7 -7 -2 -9 -10
right_child=1 -3 -4 4 -6 6 -8 8 9 -11
leaf_value=-0.00070071352820203663 -0.00045288305446642915 -0.00048986299027026323 0.000616079148870508 -0.00089385733661522795 -2.2680485006697025e-05 7.9557972264074247e-05 0.00076169380180509956 -0.00045589931414757488 5.758196276145805e-05 0.00077381545765416225
leaf_weight=0.0010211599548916152 0.0011004222380220563 0.0010600012749807488 0.0014012420944571535 0.0010315527506778964 0.0010664789029123855 0.0018374620635777379 0.0016297358565649958 0.0012865983830413676 0.001176713461104038 0.0011200870976371662
leaf_count=503 148 371 418 436 307 334 159 272 78 95
internal_value=0 4.9951e-05 9.9066e-05 2.83803e-05 -0.000451018 0.000151775 0.000400192 -3.21156e-05 9.70974e-05 0.00040687
internal_weight=0 0.0127103 0.0116503 0.0102491 0.00209803 0.00815102 0.0034672 0.00468382 0.0035834 0.0022968
internal_count=3121 2618 2247 1829 743 1086 493 593 445 173
is_linear=0
shrinkage=0.00196078


Tree=3974
num_leaves=11
num_cat=0
split_feature=484 133 16 52 4 151 2 3 0 2
split_gain=0.000143993 0.000105255 0.000100025 0.000194612 0.000144204 8.28295e-05 0.000183929 0.000100447 0.000159658 6.9821e-05
threshold=-0.0068949999999999992 0.10722500000000001 -0.014034999999999997 0.096795000000000006 -0.10429499999999998 -0.0083949999999999979 0.099185000000000009 -0.078934999999999991 -0.10224499999999999 0.073895000000000002
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 5 4 -4 -2 7 -7 -9 -6
right_child=1 -3 3 -5 9 6 -8 8 -10 -11
leaf_value=-0.00070477815171801248 -0.00043273959892843589 -0.00055215138207587112 -0.00051286943084058012 0.00099196633390579488 -2.4137815891086411e-05 -0.00060391428635105668 0.00058325527809392741 -0.00048639086264728624 0.00057870094850853758 0.00062156014791146005
leaf_weight=0.0010309331662975421 0.0016122948104624196 0.0010062264431045581 0.0010652614827171836 0.0012454656786039797 0.0011337336155724201 0.0013595769723050584 0.0018065434647577617 0.0010252434131546306 0.0011458453123145353 0.0014900742146353606
leaf_count=503 195 364 192 84 166 611 287 95 197 427
internal_value=0 5.67616e-05 0.000108319 0.000321798 9.5543e-05 -4.3264e-05 7.43911e-05 -0.000185981 7.57375e-05 0.000342557
internal_weight=0 0.0128903 0.011884 0.00493453 0.00368907 0.0069495 0.00533721 0.00353067 0.00217109 0.00262381
internal_count=3121 2618 2254 869 785 1385 1190 903 292 593
is_linear=0
shrinkage=0.00196078


Tree=3975
num_leaves=11
num_cat=0
split_feature=484 133 133 15 3 3 15 16 0 42
split_gain=0.000144459 8.24919e-05 0.000102841 0.000167992 0.000121438 9.28722e-05 0.000158777 9.84795e-05 9.40557e-05 8.93705e-05
threshold=-0.0068949999999999992 0.10722500000000001 0.083950000000000011 0.024640000000000006 -0.10519499999999998 -0.0087149999999999988 -0.016799999999999995 -0.056919999999999991 -0.23001499999999997 0.081660000000000024
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 -6 7 8 -7 -5
right_child=1 -3 -4 9 5 6 -8 -9 -10 -11
leaf_value=-0.00072177975825950648 0.00058392811115487258 -0.00048816260156449981 0.00058723086570869939 -0.00087156414869717102 -0.00041889274289184106 -0.00016394417414434496 0.00084269037610968376 -0.00050381726171673568 0.00059134832330141234 -5.7557236878149967e-05
leaf_weight=0.0010008910817796103 0.0019427632567619244 0.0010003960232666141 0.0014495991514346428 0.0010481585479371323 0.0014165066600190226 0.0013820210804973421 0.0010105513919921255 0.0011732655394858793 0.0011709874182632817 0.0010263060115858554
leaf_count=503 227 364 425 436 454 74 84 103 144 307
internal_value=0 5.21144e-05 9.86276e-05 2.89875e-05 0.000156548 2.16132e-05 0.000153343 -3.36058e-05 0.000182486 -0.000468848
internal_weight=0 0.0126206 0.0116202 0.0101706 0.0080961 0.00615333 0.00473683 0.00372627 0.00255301 0.00207446
internal_count=3121 2618 2254 1829 1086 859 405 321 218 743
is_linear=0
shrinkage=0.00196078


Tree=3976
num_leaves=12
num_cat=0
split_feature=484 133 42 43 133 15 16 0 47 12 48
split_gain=0.000142905 0.000124256 0.000106066 0.000124864 0.000132533 0.000138746 9.43675e-05 0.000154539 0.000226036 0.00017628 0.00010403
threshold=-0.0068949999999999992 0.10722500000000001 -0.11051499999999999 -0.17390999999999998 0.083950000000000011 -0.15026499999999995 -0.27167499999999994 -0.11013499999999998 0.092165000000000011 0.088305000000000008 0.085325000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 5 -5 -7 10 9 -9 -8
right_child=1 -3 3 4 -6 6 7 8 -10 -11 -12
leaf_value=-0.00070220242214000023 -0.00049417235239776372 -0.00060429042480657235 0.00076880452150717836 0.00057249531655755351 0.00063819005360842885 -0.0005486457837551999 0.00080037080297559922 -0.0011707500016912924 0.00050031580654124296 -0.00012804799389120876 -4.967523077001974e-05
leaf_weight=0.0010617857230096487 0.001056946927747447 0.0010448170405659559 0.0011463650880342508 0.0013538865258652753 0.0014362558564460252 0.0015038214131196017 0.0012015452764428764 0.0010731071751889257 0.0010923077830849656 0.0014873779136892712 0.0010263092212973168
leaf_count=503 144 364 84 225 385 144 98 476 105 526 67
internal_value=0 4.50488e-05 9.98594e-05 0.000155319 8.61984e-05 -4.52821e-06 -0.000110321 1.76893e-06 -0.000246468 -0.000565048 0.000408779
internal_weight=0 0.0134227 0.0123779 0.011321 0.0101746 0.00873836 0.00738447 0.00588065 0.00365279 0.00256049 0.00222785
internal_count=3121 2618 2254 2110 2026 1641 1416 1272 1107 1002 165
is_linear=0
shrinkage=0.00196078


Tree=3977
num_leaves=11
num_cat=0
split_feature=484 133 133 15 16 42 52 0 48 47
split_gain=0.000113492 9.8918e-05 8.74355e-05 0.000163483 0.00011318 9.35521e-05 8.88541e-05 6.93269e-05 0.000104976 5.95851e-05
threshold=-0.0068949999999999992 0.10722500000000001 0.083950000000000011 0.024640000000000006 -0.008904999999999998 0.081660000000000024 -0.088204999999999992 -0.13843999999999998 0.086425000000000016 0.094160000000000008
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 7 -5 -6 8 -2 -9
right_child=1 -3 -4 5 6 -7 -8 9 -10 -11
leaf_value=-0.00063661895349871069 0.00066192198547965068 -0.00053989226104398757 0.00054256579790266707 -0.00086830745774828201 7.0426179407214866e-05 -4.5654417934378376e-05 0.00069492742975806802 -0.00064610655984844107 -0.00014793746235926405 1.2154708624997627e-05
leaf_weight=0.0010255349291465711 0.0010130203133426408 0.0010356655210513295 0.0014528684282808487 0.001060069459529502 0.0015729816664887485 0.0010658304038631641 0.0019766516594209786 0.0010318290578478807 0.0015676288397772353 0.0010842261417434718
leaf_count=503 107 364 425 436 297 307 196 310 101 75
internal_value=0 4.11754e-05 9.20664e-05 2.89637e-05 0.000153953 -0.000455866 0.000418186 -4.57478e-05 0.000169969 -0.000308826
internal_weight=0 0.0128608 0.0118251 0.0103722 0.00824634 0.0021259 0.00354963 0.0046967 0.00258065 0.00211606
internal_count=3121 2618 2254 1829 1086 743 493 593 208 385
is_linear=0
shrinkage=0.00196078


Tree=3978
num_leaves=9
num_cat=0
split_feature=474 160 133 151 13 47 16 1
split_gain=3.07286e-05 7.53094e-05 0.000122551 5.42684e-05 7.99715e-05 8.55176e-05 8.93528e-05 6.52625e-05
threshold=0.084410000000000013 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.0083949999999999979 0.19762500000000002 0.09550500000000002 -0.073404999999999984 0.081670000000000006
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 5 6 -5 -8
right_child=-2 2 3 4 -6 -7 7 -9
leaf_value=-0.021478700081535379 0.016655802906924803 -0.026165469869606207 -0.010820598790577615 0.024976985314186469 -0.01488098468286766 0.041161175677113193 0.011247511093020746 -0.022570284150753545
leaf_weight=0.0016259495031225946 0.0010022633216574374 0.0013304836228008833 0.0014442504785817049 0.0019632258200474261 0.0010275671794369827 0.0010498493529503949 0.0012608236264666838 0.0010424900307447378
leaf_count=727 353 707 270 422 85 111 226 220
internal_value=0 -0.00165241 0.00188281 0.00667438 0.0106572 0.0155934 0.00930199 -0.00405857
internal_weight=0 0.0107446 0.00911869 0.00778821 0.00634396 0.00531639 0.00426654 0.00230331
internal_count=3121 2768 2041 1334 1064 979 868 446
is_linear=0
shrinkage=0.1


Tree=3979
num_leaves=8
num_cat=0
split_feature=1 0 12 48 0 15 52
split_gain=2.79329e-05 5.54257e-05 5.49267e-05 5.61269e-05 7.18336e-05 4.39292e-05 0.00010742
threshold=0.094385000000000011 -0.10224499999999999 -1.0000000180025095e-35 0.11077000000000002 -0.087319999999999995 0.088235000000000022 0.096795000000000006
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -2 4 -4 6 -3
right_child=2 5 3 -5 -6 -7 -8
leaf_value=-0.018778201579707735 0.02425110228603073 -0.019774998283075784 0.019020345123377056 -0.019588487106551665 -0.012791681845385781 0.016321472496623215 0.018489864881678975
leaf_weight=0.0019123866723064018 0.0011862477497594824 0.0019093194991212927 0.0018586940464992987 0.0010930472262649094 0.0011483600967252172 0.0013901218986910671 0.0011914428188529436
leaf_count=281 322 1177 178 80 363 544 176
internal_value=0 -0.00452105 0.00530049 -0.000182336 0.00687169 0.00155018 -0.00507203
internal_weight=0 0.00640327 0.00528635 0.0041001 0.00300705 0.00449088 0.00310076
internal_count=3121 2178 943 621 541 1897 1353
is_linear=0
shrinkage=0.1


Tree=3980
num_leaves=9
num_cat=0
split_feature=52 0 0 15 13 13 4 52
split_gain=2.71434e-05 6.62361e-05 0.000112321 6.47471e-05 7.49095e-05 6.24684e-05 4.69782e-05 4.81483e-05
threshold=-0.057699999999999994 -0.15202999999999997 -0.053834999999999994 -0.11713499999999999 -0.015874999999999997 -0.094514999999999988 0.053180000000000012 0.08976000000000002
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 -3 -2 5 -5 7 -6
right_child=3 2 -4 4 6 -7 -8 -9
leaf_value=-0.012630356857796541 -0.021994260308163763 0.036373671003444137 -0.0068762567151737855 0.000740103667765643 -0.012224889000909636 -0.029702841984160851 0.024828116972587837 0.016251419864194035
leaf_weight=0.0011436025477152834 0.0015041429741703156 0.0013117589791055353 0.0011073895133976994 0.001699504117298654 0.0012156070722533973 0.0011170934368737099 0.0013901332845374162 0.0011607163887609497
leaf_count=69 374 585 272 196 396 920 121 188
internal_value=0 0.00720081 0.0165756 -0.00327537 0.00100166 -0.0113339 0.0102263 0.00168438
internal_weight=0 0.00356275 0.00241915 0.0080872 0.00658305 0.0028166 0.00376646 0.00237632
internal_count=3121 926 857 2195 1821 1116 705 584
is_linear=0
shrinkage=0.1


Tree=3981
num_leaves=12
num_cat=0
split_feature=484 15 133 15 133 15 42 43 4 160 47
split_gain=0.000117068 0.000138131 0.000108226 0.000140257 0.00010816 0.000171019 0.000155224 0.000129684 0.000143807 0.000138677 0.000150635
threshold=-0.0068949999999999992 -0.24436499999999997 0.10722500000000001 -0.11713499999999999 0.083950000000000011 0.024640000000000006 0.085465000000000013 -0.088004999999999986 -0.059649999999999988 0.083670000000000008 0.087885000000000019
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 5 7 -7 -5 -9 10 -10
right_child=1 2 -4 4 -6 6 -8 8 9 -11 -12
leaf_value=-0.0006374945901305892 0.00073497089614135583 -0.00063270877795171265 -0.0006231982055929288 0.00068283778445029557 0.00061042841822258221 -0.00088694232348097773 0.00013878400628310016 -0.00051400556607621964 0.00096206276603786147 -0.00036397729552400753 1.8598228997859687e-05
leaf_weight=0.001065729694324973 0.0010100587312229575 0.001088890155671038 0.0010441401567588418 0.0015549444822167127 0.0014165883865019579 0.0012822877171905734 0.0010171820091698196 0.0013439190121492537 0.0012705429585729558 0.0010542399759434495 0.0013335012054899002
leaf_count=503 232 164 348 139 351 475 268 168 308 64 101
internal_value=0 3.76932e-05 -1.9076e-05 3.64409e-05 0.000107366 2.6903e-05 -0.000433207 0.000188255 3.45131e-05 0.000236019 0.000478925
internal_weight=0 0.0134163 0.0124062 0.0113621 0.0102732 0.00885662 0.00229947 0.00655715 0.0050022 0.00365828 0.00260404
internal_count=3121 2618 2386 2038 1874 1523 743 780 641 473 409
is_linear=0
shrinkage=0.00196078


Tree=3982
num_leaves=11
num_cat=0
split_feature=484 133 133 15 3 3 15 52 42 15
split_gain=0.000120756 8.9353e-05 0.000104703 0.000172308 0.000138747 9.56148e-05 0.00015323 0.000106812 9.19894e-05 6.14429e-05
threshold=-0.0068949999999999992 0.10722500000000001 0.083950000000000011 0.024640000000000006 -0.10519499999999998 -0.0087149999999999988 -0.016799999999999995 -0.07167999999999998 0.081660000000000024 -0.10653
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 -6 7 -7 -5 -9
right_child=1 -3 -4 8 5 6 -8 9 -10 -11
leaf_value=-0.00064623504905784556 0.0006044946309628343 -0.00050523600350943108 0.00058385813758015553 -0.00086854323156599256 -0.00043974430072467449 -0.00050735409843175885 0.00080731422773112666 0.00055252140978243286 -5.8723661509054368e-05 -6.8728262455203441e-05
leaf_weight=0.0010450540745778223 0.0019984627019731492 0.0010366896975642107 0.0014751629279637279 0.0010892705710307659 0.0014034477322899808 0.0012619806675232548 0.0010424312711027062 0.0010540405624096093 0.0010680898103878891 0.0014596905610864686
leaf_count=503 227 364 425 436 454 94 84 131 307 96
internal_value=0 4.67808e-05 9.50632e-05 2.55803e-05 0.000155018 1.06401e-05 0.00014183 -4.19028e-05 -0.000467609 0.00019177
internal_weight=0 0.0128893 0.0118526 0.0103774 0.00822005 0.00622159 0.00481814 0.00377571 0.00215736 0.00251373
internal_count=3121 2618 2254 1829 1086 859 405 321 743 227
is_linear=0
shrinkage=0.00196078


Tree=3983
num_leaves=10
num_cat=0
split_feature=4 0 1 15 15 3 2 15 47
split_gain=2.75271e-05 7.78557e-05 4.48252e-05 5.73964e-05 0.000121943 7.42113e-05 0.000105295 4.94768e-05 1.49546e-05
threshold=-0.49405499999999997 -1.0000000180025095e-35 0.077565000000000009 0.035560000000000008 -0.018314999999999994 0.097915000000000016 0.089885000000000007 0.088235000000000022 0.09550500000000002
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 7 4 5 6 8 -2 -4
right_child=1 -3 3 -5 -6 -7 -8 -9 -10
leaf_value=-0.015795892969341488 -0.030448598953079744 0.025253243785342883 -0.013545818184718098 -0.018429697776383699 0.036956333493586242 -0.01680210678217222 0.032037472866916779 -0.0002054134931770155 0.0033906554975718
leaf_weight=0.0010171600286216212 0.001009160077213302 0.0012147216929871739 0.001047318537946167 0.0011450949178838888 0.0010515845215168101 0.0017957601971310688 0.0012028311749372068 0.0011658792456051116 0.0010381168561195298
leaf_count=156 1158 186 188 367 136 188 213 393 136
internal_value=0 0.0014211 -0.00164046 0.00212276 0.00595848 -0.000453139 0.00847522 -0.0142374 -0.00511495
internal_weight=0 0.0106705 0.00945575 0.00728071 0.00613561 0.00508403 0.00328827 0.00217504 0.00208544
internal_count=3121 2965 2779 1228 861 725 537 1551 324
is_linear=0
shrinkage=0.1


Tree=3984
num_leaves=11
num_cat=0
split_feature=133 133 15 160 15 0 51 2 3 13
split_gain=9.07489e-05 0.000103942 9.8784e-05 7.2977e-05 8.44351e-05 0.000182116 0.000110104 6.74835e-05 6.12216e-05 5.98535e-05
threshold=0.10722500000000001 0.083950000000000011 0.035560000000000008 0.041220000000000007 -0.016799999999999995 -0.014954999999999998 -0.076794999999999988 1.0000000180025095e-35 0.10893000000000001 -0.012549999999999997
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 6 -6 -1 -8 -9 -4
right_child=-2 -3 9 -5 5 -7 7 8 -10 -11
leaf_value=-0.00056221133368280747 -0.00056736685509733433 0.00051418166006736161 -9.4211505953088151e-05 -0.00031433629105144566 0.00093625131599431614 -0.00015940891810612001 -0.00015121192212712837 0.00068538510218785252 3.5046488724828439e-05 -0.00074351451588959864
leaf_weight=0.0010569756011144251 0.0010395181877420655 0.001531546199098969 0.0011438193485686292 0.0016280357191536393 0.0013129906860251976 0.00104942247421436 0.0016298743719415582 0.0011612132074518993 0.0010687258851772227 0.0010440364158676662
leaf_count=166 427 588 443 196 139 148 198 318 126 372
internal_value=0 3.53507e-05 -3.07463e-05 6.09487e-05 0.000144883 0.000449541 -1.49829e-06 0.000152048 0.000373702 -0.000404056
internal_weight=0 0.0126266 0.0110951 0.00890724 0.0072792 0.00236241 0.00491679 0.00385981 0.00222994 0.00218786
internal_count=3121 2694 2106 1291 1095 287 808 642 444 815
is_linear=0
shrinkage=0.00196078


Tree=3985
num_leaves=11
num_cat=0
split_feature=484 42 133 43 133 15 16 0 47 13
split_gain=0.00013301 0.000127048 0.000131561 0.000107988 0.000112857 0.000113581 0.000108734 0.000140702 0.000139115 0.000131522
threshold=-0.0068949999999999992 -0.11051499999999999 0.10722500000000001 -0.17390999999999998 0.083950000000000011 -0.15026499999999995 -0.18708499999999997 -0.11991499999999998 0.092165000000000011 -0.084034999999999985
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 5 -5 -7 -8 9 -9
right_child=1 2 -4 4 -6 6 7 8 -10 -11
leaf_value=-0.0006892612577272866 -0.00061978396512638045 0.0007512790433094837 -0.00057026799124534444 0.00055514344734832691 0.00062972511464936859 -0.00051471418831386482 0.00048549070046397484 5.3041346267558811e-05 0.00040117419952295959 -0.00087074430091131389
leaf_weight=0.0010161569861404209 0.0010097174279583123 0.0010976980611978387 0.001014147382497387 0.0012784143568474659 0.0013435671939308223 0.0016844976401433117 0.0018985408782030639 0.0011017532052312788 0.0010924586718170162 0.001282039066802137
leaf_count=503 159 84 349 225 385 161 142 280 107 726
internal_value=0 4.77536e-05 0.000104908 0.000168432 0.000102347 1.73632e-05 -8.00271e-05 5.62069e-05 -0.000178245 -0.000443784
internal_weight=0 0.0128028 0.0117931 0.010779 0.00968127 0.0083377 0.00705929 0.00537479 0.00347625 0.00238379
internal_count=3121 2618 2459 2110 2026 1641 1416 1255 1113 1006
is_linear=0
shrinkage=0.00196078


Tree=3986
num_leaves=10
num_cat=0
split_feature=131 150 42 42 133 160 47 4 52
split_gain=2.79013e-05 3.50043e-05 5.02391e-05 0.000102866 8.13538e-05 0.000109528 0.000113131 5.11507e-05 7.29165e-05
threshold=0.088610000000000008 0.094365000000000018 0.092620000000000022 0.08623500000000002 0.076280000000000014 -0.081639999999999976 0.09550500000000002 -0.062539999999999984 -0.020999999999999994
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 -1 7 -7 -9
right_child=-2 -3 -4 -5 -6 6 -8 8 -10
leaf_value=0.019934912917864728 -0.015677111895256897 0.017519966750121931 -0.019735369613414849 0.029422761581526981 0.023732076977208843 -0.040354965997293074 0.010286580087994997 0.0053679307275735768 -0.030814170522056213
leaf_weight=0.0012232046180148219 0.0010446116377575239 0.0012023008261390798 0.0011976772423703966 0.0011868750045035134 0.0010201678363469229 0.0011692417282052974 0.0014086132135180951 0.0010105642490729938 0.0012409165676153461
leaf_count=190 443 231 495 404 369 496 113 189 191
internal_value=0 0.00144808 -0.000595136 0.00218029 -0.00239129 -0.00679444 -0.0135646 -0.0233863 -0.014574
internal_weight=0 0.0106596 0.00945726 0.00825958 0.00707271 0.00605254 0.00482934 0.00342072 0.00225148
internal_count=3121 2678 2447 1952 1548 1179 989 876 380
is_linear=0
shrinkage=0.1


Tree=3987
num_leaves=8
num_cat=0
split_feature=4 16 2 133 52 4 0
split_gain=2.46926e-05 3.76769e-05 3.8319e-05 7.22067e-05 7.93e-05 7.3998e-05 7.32313e-05
threshold=0.27287000000000006 -0.36241499999999999 0.10981000000000002 0.090665000000000009 0.077655000000000016 -0.04890499999999999 -0.10607499999999999
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 4 5 -3 -7
right_child=-2 2 -4 -5 -6 6 -8
leaf_value=-0.018496549200433057 0.011268353587085863 -0.0263468605313062 0.013964155173928997 -0.026760571969403731 0.020450017473967345 0.017063742826408886 -0.013167115916345154
leaf_weight=0.0012089581239552267 0.0016473951531252107 0.0012309194767225456 0.001670134748914213 0.0010739040058578677 0.0016022972381889633 0.0016624940865615394 0.0015468775693984551
leaf_count=139 352 451 370 452 614 130 613
internal_value=0 -0.00194498 0.000332361 -0.00286682 0.00137964 -0.00550198 0.00249284
internal_weight=0 0.00999559 0.00878663 0.00711649 0.00604259 0.00444029 0.00320937
internal_count=3121 2769 2630 2260 1808 1194 743
is_linear=0
shrinkage=0.1


Tree=3988
num_leaves=8
num_cat=0
split_feature=11 48 2 49 42 15 12
split_gain=2.57818e-05 3.45254e-05 7.59162e-05 5.64224e-05 5.95822e-05 6.50624e-05 0.000147615
threshold=0.079915000000000014 0.091545000000000015 0.11215000000000001 -0.052259999999999994 0.086325000000000013 -0.016799999999999995 0.084100000000000022
decision_type=2 2 2 2 2 2 2
left_child=1 3 -3 -1 5 -5 -7
right_child=-2 2 -4 4 -6 6 -8
leaf_value=-0.020073745683832214 -0.01527843076995189 0.029588705057394152 -0.0075393356228569564 -0.0067344193371139506 -0.013162194434375912 0.042720145824926413 -0.0012176930967077101
leaf_weight=0.0013739936315763941 0.0010168784795374841 0.0011957371137205027 0.0010209255391734188 0.0019445381613375388 0.0018747826039152782 0.0012807555486580677 0.0018974228895475519
leaf_count=268 199 230 131 552 914 239 588
internal_value=0 0.00139156 0.0124887 -0.00154682 0.00209103 0.00767332 0.0164886
internal_weight=0 0.0105882 0.00221666 0.00837149 0.0069975 0.00512272 0.00317818
internal_count=3121 2922 361 2561 2293 1379 827
is_linear=0
shrinkage=0.1


Tree=3989
num_leaves=8
num_cat=0
split_feature=2 15 16 2 133 52 0
split_gain=2.69334e-05 4.09615e-05 7.17216e-05 5.41456e-05 5.18129e-05 8.74284e-05 9.88855e-05
threshold=-1.0000000180025095e-35 -0.15914499999999995 -0.36241499999999999 0.10981000000000002 0.090665000000000009 0.077655000000000016 -0.10607499999999999
decision_type=2 2 2 2 2 2 2
left_child=-1 -2 -3 4 5 6 -4
right_child=1 2 3 -5 -6 -7 -8
leaf_value=0.015405263243431472 0.016280610351800211 -0.024409807009309874 0.0084782297276741313 0.016037391092165513 -0.024586235072383739 0.019641727463718076 -0.02424513229328383
leaf_weight=0.001026407581267084 0.0011463224414221375 0.0014244701724205585 0.0017699048151246489 0.0016573948292265992 0.0010472548495139662 0.0015581795352763717 0.0019309288413595503
leaf_count=199 266 204 161 361 431 572 927
internal_value=0 -0.00156445 -0.00374339 -4.67615e-05 -0.00427395 -0.00022906 -0.00859535
internal_weight=0 0.0105345 0.00938813 0.00796366 0.00630627 0.00525901 0.00370083
internal_count=3121 2922 2656 2452 2091 1660 1088
is_linear=0
shrinkage=0.1


Tree=3990
num_leaves=11
num_cat=0
split_feature=484 4 12 156 12 3 150 4 52 16
split_gain=0.000168517 0.000115843 0.000100488 5.95682e-05 9.07438e-05 0.000168097 0.000153023 9.78641e-05 5.15596e-05 0.000105107
threshold=-0.0068949999999999992 0.27044500000000005 0.10711000000000002 0.084085000000000007 -0.040564999999999997 0.10542000000000001 0.084495000000000015 0.053180000000000012 0.090245000000000006 -0.082404999999999992
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 6 7 8 9 -6
right_child=1 -3 -4 -5 5 -7 -8 -9 -10 -11
leaf_value=-0.00077806513823537626 -0.00045483597666853907 0.00051275825073050579 -0.00059316063548063536 -0.00039182658255470447 0.00056055121302642447 0.00077833895414467294 -0.00066819630311297658 0.00055019576239832108 -0.00031825235600830702 -0.00025777881718595786
leaf_weight=0.001030784033150974 0.0010502694583211297 0.0017635146708835708 0.0010914057960687363 0.0011261550081349174 0.0012197396450136463 0.0013873660062878601 0.0010265243159031101 0.0016837799927216226 0.0013909426360617693 0.0011942905975878076
leaf_count=503 192 346 196 340 326 78 71 137 423 509
internal_value=0 4.57278e-05 -2.80036e-05 3.3194e-05 8.66559e-05 0.000158621 2.66576e-05 0.000156611 -1.75578e-05 0.0001557
internal_weight=0 0.012934 0.0111705 0.0100791 0.00895291 0.00790264 0.00651528 0.00548875 0.00380497 0.00241403
internal_count=3121 2618 2272 2076 1736 1544 1466 1395 1258 835
is_linear=0
shrinkage=0.00196078


Tree=3991
num_leaves=8
num_cat=0
split_feature=52 11 43 43 13 52 2
split_gain=2.77102e-05 3.68258e-05 5.82668e-05 9.13758e-05 6.50317e-05 6.48879e-05 5.56204e-05
threshold=0.15915500000000002 1.0000000180025095e-35 -0.063379999999999978 -0.092909999999999979 -0.095304999999999987 -0.069804999999999992 0.088225000000000012
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 -1 -4 -6 -7
right_child=-2 -3 4 -5 5 6 -8
leaf_value=0.00031047088190667527 -0.015117895186996237 -0.016069967750881261 0.013224699069905813 0.034611365250045892 -0.028061191007100379 -0.0193902110427146 0.0090012940004299026
leaf_weight=0.0018808762651025136 0.0011060094256670648 0.0010678135153995025 0.0019052622812259692 0.0013228760127102824 0.0012586900348095795 0.0010672834459384073 0.0019520169163083894
leaf_count=351 368 223 253 732 227 546 421
internal_value=0 0.00152683 0.00352855 0.0144738 -0.00214256 -0.00898658 -0.00103473
internal_weight=0 0.0104548 0.009387 0.00320375 0.00618325 0.00427799 0.0030193
internal_count=3121 2753 2530 1083 1447 1194 967
is_linear=0
shrinkage=0.1


Tree=3992
num_leaves=9
num_cat=0
split_feature=2 15 16 2 42 133 52 0
split_gain=2.62964e-05 3.49016e-05 6.09762e-05 4.65807e-05 5.1351e-05 7.50045e-05 7.4806e-05 5.58516e-05
threshold=-1.0000000180025095e-35 -0.15914499999999995 -0.36241499999999999 0.10981000000000002 -0.092814999999999981 1.0000000180025095e-35 0.077655000000000016 -0.11991499999999998
decision_type=2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 -4 6 7 -6
right_child=1 2 3 -5 5 -7 -8 -9
leaf_value=0.015235475933489432 0.014940446415211786 -0.022674861176164803 0.015772130477964844 0.014786164128201499 0.0053265764278400624 -0.030053844260663681 0.019797399783653986 -0.022889620040433656
leaf_weight=0.0010242966205885997 0.001143563268866765 0.001417033857679652 0.0010790034865975707 0.0016521940432842469 0.0012632240470679182 0.0012063281094134275 0.0011595620087843988 0.0015776481453023971
leaf_count=199 266 204 227 361 115 744 413 592
internal_value=0 -0.00155064 -0.00356653 -0.00015543 -0.00408278 -0.00819734 -0.00160652 -0.010343
internal_weight=0 0.0104986 0.00935499 0.00793796 0.00628577 0.00520676 0.00400043 0.00284087
internal_count=3121 2922 2656 2452 2091 1864 1120 707
is_linear=0
shrinkage=0.1


Tree=3993
num_leaves=11
num_cat=0
split_feature=484 4 12 12 4 15 1 1 16 1
split_gain=0.000156283 8.943e-05 9.73397e-05 6.85888e-05 5.42968e-05 7.52457e-05 7.49232e-05 8.43073e-05 7.1851e-05 2.26743e-05
threshold=-0.0068949999999999992 0.27044500000000005 0.10711000000000002 0.097825000000000009 0.055260000000000011 0.084050000000000014 0.094385000000000011 0.086560000000000012 -0.004174999999999999 0.10871500000000002
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 6 7 8 -2 -6
right_child=1 -3 -4 -5 9 -7 -8 -9 -10 -11
leaf_value=-0.00074652692608547248 0.00064274073368277495 0.0004704858909269161 -0.0005824393416793695 0.00051045954902495039 -7.6854216798146973e-05 -0.00032560542307683878 0.00058930270622309605 -0.00034907504859302431 -2.7465528599156216e-05 -0.00049104083037089801
leaf_weight=0.0010025195153803802 0.0010803493965249307 0.0017402030820780788 0.0010279880463591835 0.0011113262288607604 0.0010007428466540791 0.0013891429390867184 0.0013309501573217503 0.0013326517858777177 0.0014277796175154549 0.0010323961463178932
leaf_count=503 312 346 196 199 141 746 283 140 216 39
internal_value=0 5.81569e-05 -8.69434e-06 5.20766e-05 -7.19868e-06 7.95617e-05 0.000188391 4.94624e-05 0.000261219 -0.000287172
internal_weight=0 0.0124735 0.0107333 0.00970534 0.00859401 0.00656087 0.00517173 0.00384078 0.00250813 0.00203314
internal_count=3121 2618 2272 2076 1877 1697 951 668 528 180
is_linear=0
shrinkage=0.00196078


Tree=3994
num_leaves=9
num_cat=0
split_feature=52 12 52 15 12 1 1 2
split_gain=2.58756e-05 3.48339e-05 0.000102306 5.57778e-05 6.79161e-05 9.8892e-05 0.000159103 6.74541e-05
threshold=0.15915500000000002 0.10866500000000003 0.095415000000000014 0.088235000000000022 0.084100000000000022 0.11181500000000001 0.094385000000000011 0.086285000000000014
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 7 -1
right_child=-2 -3 -4 -5 -6 -7 -8 -9
leaf_value=0.016049397738294304 -0.014630160687722724 -0.015649730185222987 0.03351616954829785 0.016735941287869534 -0.020285560730381149 -0.019999207827813073 0.042622130734877001 -0.018186915266663949
leaf_weight=0.001010056717185989 0.0011016348172331195 0.0010650084032513248 0.0010088104124209305 0.0015769970404714432 0.001882310759213978 0.0014336901789114521 0.0011006281676382767 0.0013375762953021821
leaf_count=162 368 219 231 389 1097 250 193 212
internal_value=0 0.00148593 0.00343774 -0.00020001 -0.0041484 0.00207353 0.0112508 -0.00345692
internal_weight=0 0.0104151 0.00935007 0.00834126 0.00676426 0.00488195 0.00344826 0.00234763
internal_count=3121 2753 2534 2303 1914 817 567 374
is_linear=0
shrinkage=0.1


Tree=3995
num_leaves=12
num_cat=0
split_feature=484 42 133 43 3 43 457 13 15 1 0
split_gain=0.00015289 0.000144037 0.000140457 0.000151894 0.000121342 0.000125019 0.000117027 0.000124707 0.000141157 0.000267556 9.27252e-05
threshold=-0.0068949999999999992 -0.11051499999999999 0.10722500000000001 -0.074359999999999996 -0.077774999999999983 -0.14968999999999996 0.045365000000000009 -0.095304999999999987 -0.10091499999999999 0.086560000000000012 -0.08841499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 5 -3 7 10 -9 -10 -5
right_child=1 2 -4 6 -6 -7 -8 8 9 -11 -12
leaf_value=-0.00074181202052203275 -0.00065735353820099306 0.00072780510422274858 -0.00059031846430266809 -6.3547535901574927e-05 0.0010296606638091504 -0.000220135886710145 0.00059214465203971417 0.00016740596791059418 0.00011193301063288784 -0.0011503472509946707 0.000735824413057958
leaf_weight=0.0010186590991978451 0.0010283622907105118 0.0010500040165239977 0.0010158926421503884 0.001261909389465514 0.0011724969277910431 0.0010903521565170365 0.001167022389303338 0.0016555790126786441 0.0012033430858449227 0.0013928922370621526 0.0010000275907015559
leaf_count=503 159 73 349 165 280 409 125 170 510 286 92
internal_value=0 4.69391e-05 0.000107247 0.000171707 0.000522645 0.0002449 2.03414e-05 -8.21046e-05 -0.000279989 -0.000565286 0.000289864
internal_weight=0 0.0130379 0.0120095 0.0109936 0.00331285 0.00214036 0.00768077 0.00651375 0.00425181 0.00259624 0.00226194
internal_count=3121 2618 2459 2110 762 482 1348 1223 966 796 257
is_linear=0
shrinkage=0.00196078


Tree=3996
num_leaves=8
num_cat=0
split_feature=52 0 0 160 16 1 16
split_gain=2.75151e-05 7.73265e-05 8.09297e-05 6.89288e-05 5.41582e-05 6.608e-05 9.41791e-05
threshold=-0.057699999999999994 -0.15202999999999997 -0.053834999999999994 -1.0000000180025095e-35 -0.056919999999999991 0.08844500000000001 -0.27167499999999994
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -3 -2 5 -5 -7
right_child=3 2 -4 4 -6 6 -8
leaf_value=-0.014098271960804671 -0.022662053069416505 0.034610230275063845 -0.0025043796654095219 -0.0085496938591123808 -0.012834824454726106 -0.0027761366525084329 0.033519950332806407
leaf_weight=0.0011371882099029951 0.0014940706426691116 0.0012841163233376571 0.0010830219412682881 0.001694175210115942 0.0019407961420235542 0.0013560070774437337 0.0015120100072514621
leaf_count=69 753 585 272 769 218 223 232
internal_value=0 0.00733347 0.0176294 -0.0032931 0.00115694 0.00710916 0.0163591
internal_weight=0 0.00350433 0.00236714 0.00799706 0.00650299 0.00456219 0.00286802
internal_count=3121 926 857 2195 1442 1224 455
is_linear=0
shrinkage=0.1


Tree=3997
num_leaves=9
num_cat=0
split_feature=0 3 2 47 4 3 43 3
split_gain=3.18259e-05 5.28957e-05 4.90157e-05 4.16465e-05 7.57576e-05 6.13895e-05 6.43648e-05 0.000102136
threshold=-0.061629999999999997 0.076840000000000006 0.090675000000000019 0.087235000000000021 0.24564500000000003 -0.08824499999999999 -0.067899999999999974 0.090900000000000009
decision_type=2 2 2 2 2 2 2 2
left_child=3 2 -2 5 -5 -1 -7 -8
right_child=1 -3 -4 4 -6 6 7 -9
leaf_value=-0.020383748142039623 0.031587726791412467 -0.0089277497786144962 0.0032405192215216221 -0.035361164014955752 0.0034352937242688587 0.026286351885228456 -0.019475408049841426 0.015085822928070628
leaf_weight=0.0011159341429708642 0.0011165995843150497 0.0012852478887241028 0.0013444016349755498 0.0010129066905383997 0.0010004413926770191 0.0011466332714862269 0.0016062109443863905 0.0018284452779979421
leaf_count=480 152 125 307 246 61 696 856 198
internal_value=0 0.00751499 0.0161021 -0.0037202 -0.016083 0.000648715 0.00577191 -0.00107668
internal_weight=0 0.00374625 0.002461 0.00771057 0.00201335 0.00569722 0.00458129 0.00343466
internal_count=3121 584 459 2537 307 2230 1750 1054
is_linear=0
shrinkage=0.1


Tree=3998
num_leaves=9
num_cat=0
split_feature=0 4 16 1 47 48 160 16
split_gain=2.59095e-05 4.67071e-05 4.87751e-05 3.9088e-05 4.93516e-05 5.87008e-05 7.47679e-05 8.16891e-05
threshold=-0.060129999999999996 -0.49013999999999996 0.22339500000000004 0.077565000000000009 0.096300000000000011 0.086035000000000014 -1.0000000180025095e-35 -0.087989999999999985
decision_type=2 2 2 2 2 2 2 2
left_child=3 -2 -3 -1 5 6 -5 -8
right_child=1 2 -4 4 -6 -7 7 -9
leaf_value=-0.016541844061131582 -0.011593879374883494 0.025437215770255733 -0.0016123900705221255 -0.0078735964361537902 -0.016555554255139143 -0.012428600321818445 0.043687387903377804 0.0046115850953354935
leaf_weight=0.0017393420798721268 0.0010054112139930571 0.0015287489855742679 0.0011820564469146311 0.0011681356978853197 0.0013206544259230782 0.0013251488339732775 0.0010395344181903636 0.0011022768290626275
leaf_count=1457 169 279 125 259 195 154 189 294
internal_value=0 0.00681461 0.0136421 -0.0033535 0.000498081 0.00535709 0.0124776 0.0235771
internal_weight=0 0.00371622 0.00271081 0.00769509 0.00595575 0.0046351 0.00330995 0.00214181
internal_count=3121 573 404 2548 1091 896 742 483
is_linear=0
shrinkage=0.1


Tree=3999
num_leaves=8
num_cat=0
split_feature=4 2 3 16 13 0 13
split_gain=2.47184e-05 3.47079e-05 5.58531e-05 6.2248e-05 7.49476e-05 6.95394e-05 0.000103045
threshold=0.27287000000000006 0.11389000000000002 0.10542000000000001 0.23311500000000004 0.021350000000000004 -0.10224499999999999 -0.017449999999999997
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 4 5 -1 -7
right_child=-2 -3 -4 -5 -6 6 -8
leaf_value=-0.016348058696090274 0.011414199727099998 -0.016690262831634266 0.018601077944998327 0.0190748707738672 -0.030481738875596229 -0.0092373730749805739 0.028976706065121968
leaf_weight=0.001941004723278275 0.0016176763748450137 0.0013698751370114061 0.0014138171974220626 0.0010633688181906466 0.0011210099423166146 0.0015461234033653879 0.0012980556894889388
leaf_count=292 352 293 76 286 266 1098 458
internal_value=0 -0.00193291 0.000478496 -0.00319778 -0.00720781 -0.0017555 0.00820316
internal_weight=0 0.00975325 0.00838338 0.00696956 0.00590619 0.00478518 0.00284418
internal_count=3121 2769 2476 2400 2114 1848 1556
is_linear=0
shrinkage=0.1


Tree=4000
num_leaves=8
num_cat=0
split_feature=457 1 52 0 16 12 13
split_gain=2.55004e-05 5.30325e-05 6.73034e-05 9.04533e-05 6.5191e-05 6.1937e-05 7.67806e-05
threshold=0.045365000000000009 0.12500000000000003 0.11434500000000002 -0.077999999999999986 0.15891500000000003 0.090020000000000017 -0.010384999999999998
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 5 -5 6 -1
right_child=-2 -3 -4 4 -6 -7 -8
leaf_value=0.014269828598228819 0.011883669200274656 0.015784578543776157 -0.02814875172372441 0.025373891390383731 -0.0047170714988432044 -0.03117017511870341 -0.016937511384215186
leaf_weight=0.0013697919925904968 0.0015505733895272425 0.001442412769832496 0.0010901143220068766 0.0016321974294901571 0.0012882086519424235 0.001099825877322672 0.0018574290189164603
leaf_count=748 289 261 434 377 326 356 330
internal_value=0 -0.00191965 -0.00498251 -0.001498 0.0121006 -0.0106759 -0.00369157
internal_weight=0 0.00977998 0.00833757 0.00724745 0.00292041 0.00432705 0.00322722
internal_count=3121 2832 2571 2137 703 1434 1078
is_linear=0
shrinkage=0.1


Tree=4001
num_leaves=12
num_cat=0
split_feature=484 4 133 133 15 42 16 52 0 47 51
split_gain=0.000164635 0.000144285 9.44035e-05 0.000128721 9.1408e-05 0.00012497 0.0001009 0.000128806 0.000185114 0.000130783 6.38198e-05
threshold=-0.0068949999999999992 0.27044500000000005 0.10722500000000001 0.083950000000000011 0.024640000000000006 0.084145000000000011 -0.074929999999999983 0.092650000000000024 -0.11013499999999998 0.092165000000000011 0.082455000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 6 -6 10 8 -8 -10 -2
right_child=1 -3 -4 -5 5 -7 7 -9 9 -11 -12
leaf_value=-0.00075640318201603397 -0.00061825103100172105 0.00057178100419214603 -0.00060236433332835719 0.00059718196142840576 -0.00084047910910109425 0.00010160327507394533 0.00074700131544429651 0.00082884980679951337 -0.00071552876181964122 0.00020621775465874648 6.4530685116065111e-05
leaf_weight=0.0010392648326907972 0.0011101858210788799 0.0017877250949440643 0.0010026676009971024 0.0013282864485059153 0.0011735504353590151 0.0010049394173874925 0.0010013866285119052 0.0010429067242509055 0.0011939869418026946 0.0011734539799002595 0.0010007737510566578
leaf_count=503 122 346 345 369 448 289 75 74 353 79 118
internal_value=0 5.50332e-05 -2.87043e-05 2.86457e-05 -5.81446e-05 -0.000405896 5.79994e-05 0.000226692 4.02788e-05 -0.000258653 -0.000294555
internal_weight=0 0.0128199 0.0110321 0.0100295 0.00870118 0.00217849 0.00652269 0.00441173 0.00336883 0.00236744 0.00211096
internal_count=3121 2618 2272 1927 1558 737 821 581 507 432 240
is_linear=0
shrinkage=0.00196078


Tree=4002
num_leaves=9
num_cat=0
split_feature=42 43 16 0 13 1 15 12
split_gain=2.67798e-05 4.15301e-05 0.000113114 7.44466e-05 5.58514e-05 4.14586e-05 5.767e-05 7.72093e-06
threshold=-1.0000000180025095e-35 -0.074359999999999996 0.22339500000000004 -0.061629999999999997 -0.095304999999999987 0.10439500000000002 -0.091964999999999977 0.079890000000000017
decision_type=2 2 2 2 2 2 2 2
left_child=7 3 4 -2 -3 6 -6 -1
right_child=1 2 -4 -5 5 -7 -8 -9
leaf_value=-0.0043288745667321377 -0.00092114408595544766 0.019525853805195333 -0.032060960135917548 0.034301989392318662 0.0040214084071100763 0.0092347685514955671 -0.026890807828845301 -0.016736833271334906
leaf_weight=0.0010056224709963711 0.0014901792409572493 0.0016037950428098892 0.0010468466623382569 0.001004558033575762 0.0012475750876359975 0.0017629944226541729 0.0011690458995750185 0.0010003817274422413
leaf_count=137 749 293 208 154 91 171 593 725
internal_value=0 0.00221979 -0.00181343 0.0132622 0.00366163 -0.00242576 -0.0109324 -0.0105166
internal_weight=0 0.00932499 0.00683026 0.00249474 0.00578341 0.00417962 0.00241662 0.002006
internal_count=3121 2259 1356 903 1148 855 684 862
is_linear=0
shrinkage=0.1


Tree=4003
num_leaves=9
num_cat=0
split_feature=43 42 2 2 49 16 16 4
split_gain=2.25233e-05 5.31889e-05 4.6955e-05 9.35399e-05 7.00157e-05 0.000114206 7.50819e-05 4.35837e-05
threshold=-0.27207999999999993 -0.088669999999999985 0.099185000000000009 0.10803500000000001 -0.047584999999999995 -0.091354999999999978 -1.0000000180025095e-35 0.033845000000000007
decision_type=2 2 2 2 2 2 2 2
left_child=-1 -2 4 -4 -3 -6 -7 -5
right_child=1 2 3 7 5 6 -8 -9
leaf_value=-0.013538078917670624 0.022738220915343926 0.013773190945105557 0.033068805184046847 0.012872868898589239 -0.038732888280805351 0.013278248049675173 -0.020669988850860369 -0.011655411885930025
leaf_weight=0.0011130183661337912 0.0010518681427897992 0.0011934000897575467 0.0010286464726294922 0.0012070236487194434 0.0012555216069074092 0.0014406252224198795 0.0011893094302866101 0.0018118199634328917
leaf_count=144 324 223 238 263 382 847 384 316
internal_value=0 0.00144495 -0.00100923 0.0070257 -0.00741251 -0.0139196 -0.00207383 -0.00184827
internal_weight=0 0.0101782 0.00912635 0.00404749 0.00507886 0.00388546 0.00262993 0.00301884
internal_count=3121 2977 2653 817 1836 1613 1231 579
is_linear=0
shrinkage=0.1


Tree=4004
num_leaves=11
num_cat=0
split_feature=484 42 133 43 133 4 160 0 403 15
split_gain=0.000130806 0.000110713 0.000128004 0.000145112 0.000153928 0.000119098 7.26784e-05 0.000164591 7.38632e-05 0.000104903
threshold=-0.0068949999999999992 -0.11051499999999999 0.10622000000000002 -0.17390999999999998 0.083950000000000011 0.27044500000000005 0.086075000000000013 -0.14001499999999997 0.07955000000000001 -0.053579999999999996
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 5 6 7 -5 9 -9
right_child=1 2 -4 4 -6 -7 -8 8 -10 -11
leaf_value=-0.00068256135191787596 -0.00057466338844423901 0.00084148266962740372 -0.00055175307931837857 0.00056423235775607554 0.00072903047206670493 0.00048490842751133112 -0.00058948983986847599 6.2758067202913994e-05 0.00024477913059533547 -0.00065136969871406637
leaf_weight=0.0010249717665568531 0.0010169410034831941 0.0010929264822207305 0.0010535802557820771 0.0013479888836589937 0.0012467374083832529 0.0015222748077641044 0.0010761326911899157 0.0013253912787275662 0.0010019817872003022 0.001960932037314993
leaf_count=503 159 84 356 125 378 256 93 255 190 722
internal_value=0 4.57417e-05 0.0001 0.000164938 8.69525e-05 -1.02584e-05 -0.000122555 -3.34031e-05 -0.000221264 -0.000363358
internal_weight=0 0.0126449 0.0116279 0.0105744 0.00948144 0.0082347 0.00671243 0.00563629 0.00428831 0.00328632
internal_count=3121 2618 2459 2103 2019 1641 1385 1292 1167 977
is_linear=0
shrinkage=0.00196078


Tree=4005
num_leaves=12
num_cat=0
split_feature=48 1 2 3 52 42 49 43 3 15 3
split_gain=0.000156741 0.000111945 0.000139487 9.31072e-05 7.57486e-05 0.00011585 0.000158504 0.000145527 9.09745e-05 0.000126723 7.30944e-06
threshold=0.12879500000000002 0.10752500000000002 0.11548000000000001 -0.074084999999999998 0.11434500000000002 0.084050000000000014 -0.069799999999999987 -0.088249999999999981 -0.059315 -0.095869999999999983 0.099930000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 -3 5 6 -1 -7 -8 -10 -11
right_child=-2 2 -4 -5 -6 7 8 -9 9 10 -12
leaf_value=-0.00050839212239738496 -0.00072325538060687903 0.00058089730700059989 0.00094388593021872051 -0.00016668762156904669 -0.00048763811405318653 0.00022425786814527158 -4.5381112949720823e-05 -0.00072470063030800739 -2.1224943522615871e-05 0.00092953904340567983 0.00069308705329069683
leaf_weight=0.001088399008418668 0.0010660690114881544 0.0010142834742488918 0.0010672158533529697 0.0017380614837909946 0.0013356092361558108 0.0010583746431481653 0.0016876619080845976 0.0015045264315042997 0.0010794518923153973 0.0010081041185037005 0.0010024739796339333
leaf_count=121 90 95 228 193 387 119 847 779 81 117 64
internal_value=0 5.75358e-05 0.000342137 0.000108809 -5.37897e-05 1.49554e-05 0.000166898 -0.000332819 0.000320735 0.000520695 0.000811644
internal_weight=0 0.0135842 0.00381956 0.00275234 0.0097646 0.00842899 0.00586609 0.0025629 0.00477769 0.00309003 0.00201058
internal_count=3121 3031 516 288 2515 2128 1230 898 1109 262 181
is_linear=0
shrinkage=0.00196078


Tree=4006
num_leaves=9
num_cat=0
split_feature=42 43 16 0 48 16 16 1
split_gain=2.54481e-05 3.75277e-05 9.80786e-05 6.3861e-05 5.86645e-05 5.38536e-05 0.000139559 8.71385e-06
threshold=-1.0000000180025095e-35 -0.074359999999999996 0.22339500000000004 -0.061629999999999997 0.086035000000000014 -0.008904999999999998 -0.088159999999999988 0.095285000000000022
decision_type=2 2 2 2 2 2 2 2
left_child=7 3 4 -2 5 6 -3 -1
right_child=1 2 -4 -5 -6 -7 -8 -9
leaf_value=-0.016854504953740232 -0.00047072779223144857 0.019837641170593574 -0.029882028884349043 0.032112874037962869 -0.011223093247236823 0.029255283633036051 -0.026277643296241021 -0.0036776932653894904
leaf_weight=0.0010012919295498543 0.0014948722634291747 0.0018070352651010637 0.0010443393183510079 0.0010064924195013116 0.0018581933295128373 0.0010883589745194844 0.0010304784146457505 0.0010061920463471513
leaf_count=746 749 350 208 154 217 211 370 116
internal_value=0 0.00216137 -0.0016772 0.0126402 0.0034153 0.0103439 0.0030903 -0.01025
internal_weight=0 0.00932977 0.00682841 0.00250136 0.00578407 0.00392587 0.00283751 0.00200748
internal_count=3121 2259 1356 903 1148 931 720 862
is_linear=0
shrinkage=0.1


Tree=4007
num_leaves=8
num_cat=0
split_feature=16 4 157 16 151 12 0
split_gain=2.47556e-05 5.8484e-05 6.37313e-05 7.2112e-05 5.5199e-05 6.04013e-05 7.96453e-05
threshold=0.38525000000000004 -0.35136499999999998 -0.06266999999999999 -0.056919999999999991 -0.0083949999999999979 0.092355000000000007 -0.10224499999999999
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -3 4 -4 6 -6
right_child=-2 2 3 -5 5 -7 -8
leaf_value=-0.022442857115671212 0.011912725665376737 0.024295115030843941 -0.01553109909788954 -0.019729485836597296 -2.7483336660392605e-05 -0.011278734525047841 0.030728446003299322
leaf_weight=0.0012105914471552915 0.0015039866952618513 0.0010358445109835126 0.0012269389094680117 0.0017832625905023648 0.0017048936563406262 0.0011620542182299879 0.0016635387507992192
leaf_count=142 311 377 192 713 256 408 722
internal_value=0 -0.00186747 0.00103678 -0.00215815 0.00328426 0.00837981 0.0151617
internal_weight=0 0.00978712 0.00857653 0.00754069 0.00575743 0.00453049 0.00336843
internal_count=3121 2810 2668 2291 1578 1386 978
is_linear=0
shrinkage=0.1


Tree=4008
num_leaves=9
num_cat=0
split_feature=484 4 0 2 2 1 3 15
split_gain=7.51036e-05 8.57759e-05 5.12133e-05 7.64948e-05 8.91808e-05 7.79162e-05 7.04723e-05 6.84975e-05
threshold=-1.0000000180025095e-35 0.27044500000000005 0.15398500000000004 0.092875000000000013 0.088225000000000012 0.104035 -0.078934999999999991 -0.033689999999999991
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 3 4 6 -5 -2 -8
right_child=1 -3 -4 5 -6 -7 7 -9
leaf_value=-0.00051029442766044601 -0.00041553894894930929 0.00046359108571962672 0.00038457280694938038 -0.00057573150990197254 0.00043388481010999612 6.3025764674261262e-05 -0.00017418514046737397 0.00046260293034844807
leaf_weight=0.0010067897961273413 0.0016108077537065934 0.0016406968506223951 0.0010767997048375675 0.0018345113834532479 0.001747084133135777 0.0012241122817340244 0.0014815443503997645 0.0011563393135537419
leaf_count=515 822 346 47 572 320 179 142 178
internal_value=0 4.76752e-05 -1.96803e-05 -6.77563e-05 6.09667e-05 -0.00032009 -9.23791e-05 0.000104956
internal_weight=0 0.0117719 0.0101312 0.0090544 0.00599578 0.00305862 0.00424869 0.00263788
internal_count=3121 2606 2260 2213 1462 751 1142 320
is_linear=0
shrinkage=0.00196078


Tree=4009
num_leaves=11
num_cat=0
split_feature=484 42 43 131 133 4 3 3 2 0
split_gain=0.000116193 0.000115487 0.000126945 8.51596e-05 0.000113429 8.79609e-05 0.000163206 5.88822e-05 7.88495e-05 1.61401e-05
threshold=-0.0068949999999999992 -0.11051499999999999 -0.17390999999999998 0.082070000000000018 0.083950000000000011 -0.077834999999999988 -0.078724999999999976 0.013900000000000001 0.093175000000000022 -0.22491999999999998
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 5 -4 -7 -8 -9 -10
right_child=1 2 3 -5 -6 6 7 8 9 -11
leaf_value=-0.000649751613384296 -0.00059398759670682927 0.00065572146743990054 -0.000401503306877801 -0.0004854443216188415 0.00052754531366053529 0.00075309644647758209 -0.0004378528563200861 0.00049042132293835 -0.0003386441568734606 1.2450482457826998e-05
leaf_weight=0.0010061800766034542 0.0010078358746395096 0.001382051568012293 0.0017832288481103072 0.0011286382828214836 0.001792471780987662 0.0011596909540369064 0.001231127793001139 0.001101577005589327 0.0010009440690181837 0.001012749939941035
leaf_count=503 159 129 528 407 594 277 287 72 63 102
internal_value=0 4.26604e-05 9.80098e-05 2.25197e-05 8.56468e-05 -2.30178e-05 9.95604e-05 -7.48138e-05 6.86561e-05 -0.000162068
internal_weight=0 0.0126003 0.0115925 0.0102104 0.00908179 0.00728932 0.00550609 0.0043464 0.00311527 0.00201369
internal_count=3121 2618 2459 2330 1923 1329 801 524 237 165
is_linear=0
shrinkage=0.00196078


Tree=4010
num_leaves=9
num_cat=0
split_feature=475 42 43 16 13 16 15 1
split_gain=2.81359e-05 5.34571e-05 5.28771e-05 7.70169e-05 7.5446e-05 4.74266e-05 4.03268e-05 3.89826e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.074359999999999996 0.22339500000000004 -0.117405 -0.026164999999999997 -0.10091499999999999 0.089105000000000018
decision_type=2 2 2 2 2 2 2 2
left_child=-1 -2 5 4 -4 -3 -6 -8
right_child=1 2 3 -5 6 -7 7 -9
leaf_value=-0.015454507794483683 -0.013670817900665159 0.0020854956968161691 0.028599454664727259 -0.025131387413229747 0.013303415776488432 0.031138393092231445 0.0043927145174916769 -0.019603904783137668
leaf_weight=0.0010708590911506317 0.001877157454357751 0.0010235905426797022 0.0010806852806945376 0.0010059993125060927 0.0013013776653708247 0.001245661251161197 0.0012993099994318739 0.001413370941223666
leaf_count=501 809 323 182 126 143 339 464 234
internal_value=0 0.00158072 0.00500121 0.000153674 0.00514642 0.0180335 -0.00116773 -0.00811009
internal_weight=0 0.0102472 0.00836999 0.00610074 0.00509474 0.00226925 0.00401406 0.00271268
internal_count=3121 2620 1811 1149 1023 662 841 698
is_linear=0
shrinkage=0.1


Tree=4011
num_leaves=9
num_cat=0
split_feature=3 50 3 47 1 2 1 0
split_gain=2.5793e-05 4.30645e-05 4.00126e-05 7.88425e-05 9.51588e-05 9.88464e-05 7.1793e-05 6.78016e-05
threshold=0.149315 0.088425000000000017 -0.10519499999999998 0.096175000000000024 0.094385000000000011 0.092365000000000017 0.077845000000000011 -0.10011499999999998
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 6 4 5 7 -1 -4
right_child=-2 -3 3 -5 -6 -7 -8 -9
leaf_value=-0.0080207648934864095 0.013860286298337385 -0.021175894301337837 0.016796153423125064 -0.025493705824162268 0.020609162607209377 -0.03357214645105934 0.027680464059263804 -0.015671195857846928
leaf_weight=0.0010065001174169813 0.0011956783094908942 0.0010179473099077704 0.0015057162004717779 0.0012988162694816128 0.001818314598855013 0.0010338062678121223 0.0012790835753748919 0.0011228512975046435
leaf_count=116 168 535 111 195 385 504 242 865
internal_value=0 -0.00167352 0.000516459 -0.0033411 0.00190864 -0.00737589 0.0119588 0.002927
internal_weight=0 0.010083 0.00906509 0.0067795 0.00548069 0.00366237 0.00228558 0.00262857
internal_count=3121 2953 2418 2060 1865 1480 358 976
is_linear=0
shrinkage=0.1


Tree=4012
num_leaves=11
num_cat=0
split_feature=484 42 133 133 3 0 12 47 160 42
split_gain=0.000140326 0.000106859 9.67153e-05 0.000143757 0.000135324 8.33141e-05 0.000109864 6.3675e-05 9.81484e-05 5.06738e-05
threshold=-0.0068949999999999992 -0.11051499999999999 0.10722500000000001 0.083950000000000011 -0.10519499999999998 -0.10011499999999998 0.088305000000000008 0.078875000000000015 0.083670000000000008 0.079510000000000011
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 9 7 -7 8 -6 -3
right_child=1 2 -4 -5 5 6 -8 -9 -10 -11
leaf_value=-0.00071385136935249753 -0.00057061671873867635 0.00078470428643932799 -0.00049048998088619517 0.00073202065158973735 0.00051761650878036998 -0.00084619185970455227 -3.0667561850763712e-05 -0.00023627354911951045 -0.00023157814502643281 0.00018104659649278222
leaf_weight=0.0010373748368411794 0.0010260254027830212 0.0010910566615629632 0.0010105082276690254 0.0013911197057441408 0.0019358789429780579 0.0010375255896561224 0.0016373977034964276 0.0015185846999321573 0.0010299690809261741 0.0010483557724830367
leaf_count=503 159 170 349 395 215 540 556 79 70 85
internal_value=0 3.61246e-05 8.93307e-05 0.000144141 5.61924e-05 -7.31124e-05 -0.000346986 9.02507e-05 0.000257439 0.0004889
internal_weight=0 0.0127264 0.0117004 0.0106899 0.00929877 0.00715936 0.00267492 0.00448443 0.00296585 0.00213941
internal_count=3121 2618 2459 2110 1715 1460 1096 364 285 255
is_linear=0
shrinkage=0.00196078


Tree=4013
num_leaves=10
num_cat=0
split_feature=484 42 47 42 3 133 0 2 150
split_gain=9.26188e-05 8.04118e-05 0.000103655 0.000102975 8.48532e-05 0.000114024 0.000137167 6.8388e-05 8.10574e-05
threshold=-1.0000000180025095e-35 0.10256000000000001 0.10980000000000002 -1.0000000180025095e-35 -0.10023499999999998 0.076280000000000014 -0.084144999999999984 0.081135000000000013 0.081835000000000019
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 -5 6 7 -6 -9
right_child=1 -3 -4 4 5 -7 -8 8 -10
leaf_value=-0.0005656068401238203 -0.00042172303244625249 -0.00049373637423664866 0.00059588554809521526 0.00046884195529267152 0.00041079264127017525 0.00050593373384609465 -0.00077301654450409748 -0.00045433963205390769 0.00023882680849467427
leaf_weight=0.0010641474025410861 0.0017110557764230009 0.0010050613490371939 0.0013447585747186899 0.001911341684919291 0.0012286114840116239 0.0013293019262334612 0.001041504613018723 0.0014746414439745508 0.001157876674673923
leaf_count=515 775 310 119 227 91 404 323 254 103
internal_value=0 3.75527e-05 8.52332e-05 1.55477e-05 0.000107427 -3.41998e-06 -0.000141526 2.88124e-05 -0.00014946
internal_weight=0 0.0122042 0.0111991 0.00985433 0.00814328 0.00623194 0.00490263 0.00386113 0.00263252
internal_count=3121 2606 2296 2177 1402 1175 771 448 357
is_linear=0
shrinkage=0.00196078


Tree=4014
num_leaves=10
num_cat=0
split_feature=41 3 12 0 160 151 1 15 4
split_gain=9.06831e-05 6.38953e-05 7.86481e-05 8.39009e-05 0.000116506 9.56165e-05 0.000171854 0.00012065 9.56249e-06
threshold=0.075585000000000013 -0.10519499999999998 -0.010834999999999999 -0.053834999999999994 -0.030779999999999998 -0.0083949999999999979 0.095285000000000022 0.088235000000000022 -0.111605
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 8 -3 4 -4 -6 7 -7 -1
right_child=-2 2 3 -5 5 6 -8 -9 -10
leaf_value=0.00022490621049072457 -0.00057297798111472171 0.00036124540757154309 -0.00058552666556496399 -0.00051716648665553217 -0.00036427264472852855 -0.00050132538406453576 0.00072696664298025715 0.00030933461736404766 0.00049407171871895426
leaf_weight=0.0010292751561844782 0.0010043699089487138 0.0017050345722741259 0.0011313908724150182 0.0015229627656157116 0.0013145312306449396 0.0012942974212598554 0.0017116446311742639 0.001552495166385334 0.0010009150966077103
leaf_count=126 170 377 601 222 202 697 163 400 163
internal_value=0 3.98533e-05 -2.31923e-05 -0.00010006 -9.36879e-06 0.000101624 0.000235977 -5.92329e-05 0.000357609
internal_weight=0 0.0122625 0.0102324 0.00852732 0.00700436 0.00587297 0.00455844 0.00284679 0.00203019
internal_count=3121 2951 2662 2285 2063 1462 1260 1097 289
is_linear=0
shrinkage=0.00196078


Tree=4015
num_leaves=10
num_cat=0
split_feature=484 4 12 12 52 0 0 49 3
split_gain=0.000166485 6.90261e-05 5.8584e-05 6.40737e-05 5.53143e-05 0.000156419 0.000103243 4.96903e-05 4.91183e-05
threshold=-0.0068949999999999992 0.27044500000000005 0.10711000000000002 0.097825000000000009 0.077655000000000016 -0.10011499999999998 -0.060129999999999996 -0.006494999999999999 -0.084074999999999997
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 7 -7 -2 -6
right_child=1 -3 -4 -5 8 6 -8 -9 -10
leaf_value=-0.00077151529402581895 -8.2983376188731074e-05 0.00042051247283165962 -0.0004512472365239146 0.0004899479349477502 -0.00010478575496478319 -0.00092425040620959531 -0.00013813296963848508 0.00039145894343736666 0.00043827326755863105
leaf_weight=0.0010065971791494892 0.0016427278688601055 0.0017335204588381408 0.0010073388142968339 0.0011055218127102228 0.001059977030629853 0.0011245900326217104 0.001497740281933964 0.0017559232255849907 0.0016174408197630833
leaf_count=503 120 346 196 199 320 651 216 149 421
internal_value=0 5.72851e-05 -9.5618e-07 4.53106e-05 -1.12005e-05 -0.000115469 -0.000475261 0.000162139 0.000223279
internal_weight=0 0.0125448 0.0108113 0.00980392 0.0086984 0.00602098 0.00262233 0.00339865 0.00267742
internal_count=3121 2618 2272 2076 1877 1136 867 269 741
is_linear=0
shrinkage=0.00196078


Tree=4016
num_leaves=11
num_cat=0
split_feature=41 457 16 15 160 133 3 43 1 4
split_gain=0.000105013 9.01231e-05 0.000173342 0.000135972 7.03567e-05 8.19975e-05 8.81142e-05 7.52465e-05 9.79543e-05 0.00016823
threshold=0.075585000000000013 -0.0029299999999999994 -0.48836499999999994 0.090615000000000015 -0.082869999999999985 -0.0061299999999999992 0.12178000000000001 -0.09225499999999999 0.094385000000000011 -0.0016099999999999997
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 -4 -6 7 -7 9 -9
right_child=-2 2 3 -5 5 6 -8 8 -10 -11
leaf_value=-0.00050182097346245143 -0.00060402944447553403 0.00076366401671663703 -0.00037344017787825797 -0.00062334902429443521 -0.00033033803572903682 5.0160401482699386e-08 -0.0001880999304458006 0.00073855831318199363 0.00092429231085716386 -0.00027305121342349059
leaf_weight=0.0010661445546203364 0.0010375968604258998 0.0013183865018878685 0.0011198582749675787 0.0011613668760199489 0.0011718217206889078 0.0017026356220992429 0.0015256439033415996 0.001360255468744756 0.00133635365880446 0.0011805747703590328
leaf_count=248 170 204 332 510 510 225 103 367 300 152
internal_value=0 4.42802e-05 9.33016e-05 9.59696e-06 8.7821e-05 0.000150226 0.00022948 0.000343656 0.000494548 0.000268523
internal_weight=0 0.012943 0.0118769 0.0105585 0.00939714 0.00827729 0.00710546 0.00557982 0.00387718 0.00254083
internal_count=3121 2951 2703 2499 1989 1657 1147 1044 819 519
is_linear=0
shrinkage=0.00196078


Tree=4017
num_leaves=12
num_cat=0
split_feature=11 47 47 151 12 15 43 403 2 16 160
split_gain=0.000118747 9.9465e-05 0.000125693 8.69346e-05 8.02517e-05 0.000173006 0.000174667 0.000150162 0.000165639 0.00011889 0.000116242
threshold=0.081790000000000015 0.13148500000000005 0.10254000000000001 -0.086944999999999981 0.088305000000000008 0.024640000000000006 -0.04890499999999999 0.03138500000000001 0.092365000000000017 -0.056919999999999991 0.058535000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 6 -5 8 -6 10 -8
right_child=-2 -3 -4 4 7 -7 9 -9 -10 -11 -12
leaf_value=0.00056106738109469828 -0.00065278279125986923 -0.00051307164432288241 0.00072849862086973112 0.000682832985115661 -0.00056252765381212169 -0.00083038357018853665 0.0005010724255116232 0.00075759057722938586 0.0003789036938454295 -0.00063986724854788336 -0.00040185201370890788
leaf_weight=0.0010805745212091626 0.0010135788063192269 0.0011314358101404418 0.0010950118392877789 0.0011037555176404592 0.0013422998941922904 0.0012128470719866514 0.001178180258459813 0.0012381842398002333 0.0015462235815226514 0.0014643698495497778 0.0010251504976716563
leaf_count=202 175 60 181 445 511 516 147 173 445 196 70
internal_value=0 4.32442e-05 9.44737e-05 3.24392e-05 -2.40559e-05 -0.000169118 -1.03255e-06 0.000186305 -5.85804e-05 -0.000206835 8.0966e-05
internal_weight=0 0.013418 0.0122866 0.0111916 0.010111 0.0059843 0.00477146 0.00412671 0.00288852 0.0036677 0.00220333
internal_count=3121 2946 2886 2705 2503 1374 858 1129 956 413 217
is_linear=0
shrinkage=0.00196078


Tree=4018
num_leaves=12
num_cat=0
split_feature=42 48 457 4 42 16 2 133 52 4 1
split_gain=0.000113393 0.000109234 0.000145764 0.000117348 0.000101575 0.00011058 9.85858e-05 0.000140911 8.66733e-05 9.51753e-05 6.62763e-05
threshold=-0.11051499999999999 0.12737000000000001 0.088350000000000026 0.40473500000000007 -0.084624999999999992 -0.36241499999999999 0.10672500000000001 1.0000000180025095e-35 0.077655000000000016 0.053180000000000012 0.088485000000000022
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 -6 7 8 9 10 -7
right_child=1 -3 -4 -5 5 6 -8 -9 -10 -11 -12
leaf_value=-0.00063352512484337112 0.00053164296552021459 -0.00056932506698431249 0.00079362565396237368 0.00059526821124099196 -0.00069660701598873997 -6.4216510203811338e-05 0.00043680079763541848 -0.00072611025444819512 0.00047413827199448789 0.00027461649526306373 -0.00076040389036569284
leaf_weight=0.0010046352909098893 0.0010582353787563286 0.0010064063308091427 0.001070287823992047 0.0012654005259357523 0.0010865239039361888 0.001096627963724602 0.0014234421967108 0.0012374721671446409 0.0011928390507271822 0.0013130824301719746 0.0010098783348025516
leaf_count=181 260 94 141 253 135 301 306 716 389 98 247
internal_value=0 5.06621e-05 0.000103748 3.4635e-05 -4.06908e-05 -0.00011314 -2.59788e-05 -0.000138586 1.90415e-05 -0.000139708 -0.000397975
internal_weight=0 0.0127602 0.0117538 0.0106835 0.0094181 0.00835987 0.00727334 0.0058499 0.00461243 0.00341959 0.00210651
internal_count=3121 2940 2846 2705 2452 2192 2057 1751 1035 646 548
is_linear=0
shrinkage=0.00196078


Tree=4019
num_leaves=11
num_cat=0
split_feature=133 133 484 15 3 3 42 49 1 1
split_gain=8.95938e-05 9.54849e-05 7.72743e-05 0.000101889 0.000146106 0.000116412 0.000105785 6.18685e-05 7.79101e-05 9.54357e-05
threshold=0.10722500000000001 0.089755000000000015 -1.0000000180025095e-35 0.024640000000000006 -0.10519499999999998 -0.0080949999999999998 0.083995000000000014 -0.043469999999999995 0.092695000000000013 0.12408500000000001
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 -4 -6 -5 -7 -9 -10
right_child=-2 -3 3 6 5 7 -8 8 9 -11
leaf_value=-0.00053109413936513539 -0.00056507955413274123 0.00058097767109305829 0.00061611648293435895 -0.00073237784717957669 -0.00046368447193664885 0.00056090090744486223 0.00011468074509192674 0.00048611252570985957 -0.00047411420358775894 0.00030230698146529403
leaf_weight=0.0010054269121584332 0.0010088393950691754 0.0011491889022843807 0.0019043478992274718 0.0011895678938694336 0.0015830162250682423 0.0010894446372513578 0.0010827848289130713 0.0010116739579446531 0.0014949255325953162 0.0010266728224116975
leaf_count=411 427 232 230 465 623 116 302 84 113 118
internal_value=0 4.23051e-05 -1.20542e-05 3.82092e-05 0.000141027 -4.76289e-06 -0.000328751 0.000152392 2.64322e-05 -0.000157993
internal_weight=0 0.012537 0.0113879 0.0103824 0.00811008 0.00620573 0.00227235 0.00462272 0.00353327 0.0025216
internal_count=3121 2694 2462 2051 1284 1054 767 431 315 231
is_linear=0
shrinkage=0.00196078


Tree=4020
num_leaves=12
num_cat=0
split_feature=484 42 43 15 43 0 43 1 1 2 13
split_gain=0.000131156 0.000124546 9.46137e-05 8.27735e-05 5.73846e-05 0.000118248 0.000104786 9.09461e-05 9.27906e-05 8.39234e-05 2.79208e-05
threshold=-0.0068949999999999992 -0.11051499999999999 -0.17390999999999998 -0.10653 0.016310000000000002 -0.052984999999999997 0.16180500000000003 0.10089500000000001 0.089175000000000018 0.086885000000000004 -0.0095349999999999983
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 10 5 7 -6 8 9 -5 -4
right_child=1 2 3 4 6 -7 -8 -9 -10 -11 -12
leaf_value=-0.00068111017617799923 -0.00061212223598551064 0.00058880546680319383 0.00017052638466133217 0.00047111484098578905 0.00068607616572379892 -0.00067742094440891921 -0.00019929768608593104 0.00037592254402051781 -0.00062246559524312356 -0.00030687208414983529 0.00063274992210346612
leaf_weight=0.001014555523490032 0.0010014175032827715 0.0013887837779021405 0.0010094192715898219 0.0010031865369859786 0.0010226761926510324 0.0012442444215678417 0.0010331263998283385 0.0016436509977204028 0.0012053263727544042 0.0011376002231053381 0.001000379832370989
leaf_count=503 159 129 289 407 193 269 145 194 222 483 128
internal_value=0 5.1525e-05 0.000108384 4.36045e-05 -4.29459e-05 -0.000136629 0.000241139 -1.77772e-06 -0.000187309 5.76976e-05 0.000400599
internal_weight=0 0.0126898 0.0116884 0.0102996 0.00828981 0.00623401 0.0020558 0.00498976 0.00334611 0.00214079 0.0020098
internal_count=3121 2618 2459 2330 1913 1575 338 1306 1112 890 417
is_linear=0
shrinkage=0.00196078


Tree=4021
num_leaves=12
num_cat=0
split_feature=484 42 42 42 3 3 2 133 15 0 2
split_gain=0.000142104 0.000134201 0.000102284 6.66548e-05 9.6648e-05 0.00020641 0.000118589 8.9522e-05 0.000135222 6.02514e-05 4.66064e-05
threshold=-0.0068949999999999992 -0.11051499999999999 -0.088669999999999985 0.10256000000000001 -0.10023499999999998 -0.078934999999999991 0.083795000000000022 0.084415000000000018 -0.024814999999999997 -0.23001499999999997 0.092120000000000021
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 10 -6 -7 8 9 -8 -4
right_child=1 2 3 -5 5 6 7 -9 -10 -11 -12
leaf_value=-0.00070937857184379376 -0.00063479794112598778 0.00069673765652450176 0.00017000713621439869 -0.00041979729300140533 -0.00080862080135842549 0.00054231332767827828 -0.0001743189360753041 0.00047228746055213229 -0.00068763730912217485 0.00042895534996470269 0.00074757798007220452
leaf_weight=0.0010341139732610157 0.0010275462685383719 0.001022260852669322 0.001046794157147095 0.001056948907399771 0.0010576626810824231 0.0018745250116750786 0.0014769609121561035 0.0010471943323779537 0.0013072607695212503 0.0011185316069379871 0.0011032836435996285
leaf_count=503 159 201 104 311 783 266 80 130 186 238 160
internal_value=0 4.55391e-05 0.00010326 4.85496e-05 9.78925e-05 -2.623e-06 0.000122291 -3.67694e-05 -0.000173361 8.56631e-05 0.00046638
internal_weight=0 0.013139 0.0121114 0.0110892 0.0100322 0.00788214 0.00682447 0.00494995 0.00390275 0.00259549 0.00215008
internal_count=3121 2618 2459 2258 1947 1683 900 634 504 318 264
is_linear=0
shrinkage=0.00196078


Tree=4022
num_leaves=12
num_cat=0
split_feature=484 42 43 3 3 4 42 1 2 2 4
split_gain=0.000147365 0.000140789 9.1004e-05 0.000206887 0.000142151 8.6164e-05 0.000102383 8.93588e-05 9.30387e-05 0.00011688 8.4673e-05
threshold=-0.0068949999999999992 -0.11466499999999999 -0.074359999999999996 -0.077774999999999983 -0.10519499999999998 0.27044500000000005 0.086325000000000013 0.092695000000000013 0.093175000000000022 0.087995000000000004 0.033845000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 -3 6 7 8 9 -4 -9
right_child=1 2 5 -5 -6 -7 -8 10 -10 -11 -12
leaf_value=-0.00072628019756093988 -0.00066524052010412946 0.00047351069758600281 3.6433640577536282e-05 0.0010063244111847525 -0.00045062087720025774 0.00042550053407072188 -0.00068035519533103943 5.8172380982969949e-05 -0.00020530136315568068 0.00092169772687493207 -0.00073839517843123613
leaf_weight=0.0010390823352526999 0.0010035719550369774 0.0013390399021588478 0.0013440268349169753 0.0012438891477462265 0.001225736314930983 0.0014157813039740079 0.0010160185001139212 0.001031840214732585 0.001548031373738535 0.0010000357092557733 0.00102042092561061
leaf_count=503 151 122 335 290 465 236 489 209 156 116 49
internal_value=0 4.06755e-05 9.88165e-05 0.000350113 3.18575e-05 -1.54488e-05 -0.000105141 -6.82392e-06 0.000167747 0.000414109 -0.000337895
internal_weight=0 0.0131884 0.0121848 0.00380867 0.00256478 0.00837615 0.00696037 0.00594436 0.00389209 0.00234406 0.00205226
internal_count=3121 2618 2467 877 587 1590 1354 865 607 451 258
is_linear=0
shrinkage=0.00196078


Tree=4023
num_leaves=11
num_cat=0
split_feature=41 0 16 2 0 15 16 1 3 16
split_gain=8.81158e-05 6.42036e-05 7.93668e-05 8.89825e-05 7.43458e-05 7.72829e-05 0.000128896 8.89803e-05 9.05349e-05 4.62003e-05
threshold=0.075585000000000013 -0.061629999999999997 0.071345000000000006 0.10188000000000001 -0.083914999999999976 -0.0063699999999999989 -0.090054999999999982 0.090740000000000015 0.10893000000000001 -0.093244999999999981
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 4 -3 -4 5 7 -7 -1 9 -9
right_child=-2 2 3 -5 -6 6 -8 8 -10 -11
leaf_value=-0.00061011414997259547 -0.00057287197347696882 0.00068441362908970159 0.00036838596851900462 -0.00033121222306426812 -0.000442192680544376 -0.00011576802143984277 0.00084414198057302921 8.3682934208603782e-06 -0.00033835441638327689 0.00060168655049661068
leaf_weight=0.0010839627203632794 0.0010029481123426604 0.0011018831874933725 0.0016096865465323805 0.0012354672946492118 0.0016253177564605481 0.001156877318324534 0.0010050660143832097 0.0010182719050632321 0.0014619895530594285 0.0010002041454593366
leaf_count=567 170 229 138 168 1036 182 283 115 132 101
internal_value=0 3.15506e-05 0.000237628 6.45955e-05 -6.58424e-05 2.50964e-05 0.000330485 -0.000119551 3.32312e-05 0.000302372
internal_weight=0 0.0122987 0.00394704 0.00284515 0.00835169 0.00672637 0.00216194 0.00456443 0.00348047 0.00201848
internal_count=3121 2951 535 306 2416 1380 465 915 348 216
is_linear=0
shrinkage=0.00196078


Tree=4024
num_leaves=12
num_cat=0
split_feature=12 484 457 41 4 43 16 0 47 3 4
split_gain=0.000100307 0.000102595 0.000103722 0.000117647 0.000126824 9.23744e-05 0.000104474 0.000132235 0.000110132 0.000130593 0.000108822
threshold=0.11650500000000001 -0.0068949999999999992 -1.0000000180025095e-35 0.075585000000000013 0.24564500000000003 0.12450000000000001 -0.094359999999999986 -0.10607499999999999 0.09550500000000002 -0.0025099999999999996 -0.082109999999999975
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 6 -4 -8 9 10 -9
right_child=-2 2 3 -5 -6 -7 7 8 -10 -11 -12
leaf_value=-0.00054063926067844019 -0.00059816312949168731 -0.00050020015562166119 -0.00044898787045283587 -0.00048867527685250408 0.00071647199222236915 0.0006179539091617142 0.00067755169217529926 0.00042102059985676087 0.00053906324814343494 -0.00076300857398068993 -0.00031789397819820042
leaf_weight=0.0010710047367256002 0.0010074435791779792 0.0010483001475899327 0.0013928000710467904 0.0010336202279853024 0.001583083781875755 0.0012215512244463456 0.0013973223705432362 0.0015242813835796823 0.0011329207690005741 0.0010113379375025025 0.0015409321854065676
leaf_count=477 147 157 198 140 294 144 120 442 96 93 813
internal_value=0 4.24851e-05 9.09502e-05 0.000143299 0.000203759 0.000115737 3.90476e-05 0.000141932 -1.73583e-06 -0.00015203 4.95564e-05
internal_weight=0 0.0139572 0.0128862 0.0118378 0.0108042 0.00922115 0.00799959 0.00660679 0.00520947 0.00407655 0.00306521
internal_count=3121 2974 2497 2340 2200 1906 1762 1564 1444 1348 1255
is_linear=0
shrinkage=0.00196078


Tree=4025
num_leaves=8
num_cat=0
split_feature=0 1 2 2 3 12 1
split_gain=3.26336e-05 4.2181e-05 7.3328e-05 6.67412e-05 4.16253e-05 5.94273e-05 8.56824e-05
threshold=0.15398500000000004 0.090405000000000013 0.092875000000000013 0.088225000000000012 0.10893000000000001 0.090840000000000018 0.10557500000000002
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 -1 5 6 -3
right_child=-2 4 -4 -5 -6 -7 -8
leaf_value=-0.015373819354368474 0.01713188748412697 0.0016914714151225888 -0.028609761719326013 0.013925463110487896 -0.0087847789940071423 -0.0049916466492459458 0.038249182669389196
leaf_weight=0.0015523562607255752 0.0010051209869274486 0.0013800757099271877 0.00135000745767935 0.001557504354845959 0.0019019636487918913 0.0018035266291631649 0.0011973282159475822
leaf_count=970 60 195 598 388 237 422 251
internal_value=0 -0.0017109 -0.00914827 -0.000699927 0.00356846 0.00893158 0.0186743
internal_weight=0 0.0107428 0.00445987 0.00310986 0.00628289 0.00438093 0.0025774
internal_count=3121 3061 1956 1358 1105 868 446
is_linear=0
shrinkage=0.1


Tree=4026
num_leaves=10
num_cat=0
split_feature=484 4 12 12 52 0 0 0 3
split_gain=9.55529e-05 7.2432e-05 5.74792e-05 6.7791e-05 6.15479e-05 0.000117692 0.000111156 5.66278e-05 3.97462e-05
threshold=-1.0000000180025095e-35 0.27044500000000005 0.10711000000000002 0.097825000000000009 0.077655000000000016 -0.10011499999999998 -0.060129999999999996 -0.14920999999999998 -0.084074999999999997
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 7 -7 -2 -6
right_child=1 -3 -4 -5 8 6 -8 -9 -10
leaf_value=-0.00056670500314470718 -0.00016305329055698963 0.00042009894522029547 -0.00046024245812827498 0.00049143688220960435 -7.5135749090608233e-05 -0.00092428211846268065 -0.00010075762373415812 0.00035260634815903572 0.00041555311811390146
leaf_weight=0.0010684610314495415 0.0015685391824149519 0.0017018233363438979 0.001011467856983971 0.0010905959934130001 0.0010545098946737608 0.0011035841252840233 0.0014688664576358015 0.0017129003320711846 0.0015940492316330749
leaf_count=515 81 346 195 198 320 646 215 186 419
internal_value=0 4.45913e-05 -1.56706e-05 3.1204e-05 -2.78294e-05 -0.000140043 -0.000454051 0.000106119 0.000220188
internal_weight=0 0.0123063 0.0106045 0.00959305 0.00850245 0.00585389 0.00257245 0.00328144 0.00264856
internal_count=3121 2606 2260 2065 1867 1128 861 267 739
is_linear=0
shrinkage=0.00196078


Tree=4027
num_leaves=9
num_cat=0
split_feature=13 3 39 52 403 4 2 16
split_gain=2.7048e-05 4.23561e-05 7.53162e-05 6.30725e-05 6.12476e-05 9.69744e-05 0.000163103 4.10638e-05
threshold=-0.23438999999999996 0.10893000000000001 0.085220000000000004 0.090245000000000006 0.03138500000000001 0.053180000000000012 0.089775000000000008 -0.25582999999999995
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 6 -2 -7
right_child=1 -3 -4 -5 -6 7 -8 -9
leaf_value=0.012944405278667302 -0.03750486171013797 -0.017465868444865137 0.026262181572933408 -0.019588441182085574 0.024030635611116694 0.00033643720958583722 0.011104937000715326 0.027210516587071173
leaf_weight=0.0014019593693058224 0.0014889913282583249 0.0014882845758019134 0.0010245942309112166 0.0017036902391879081 0.0010594172085288999 0.0012215507906647577 0.0012867834331005959 0.0010636777489825559
leaf_count=169 966 111 296 635 248 128 401 167
internal_value=0 -0.00185749 0.000767722 -0.00257087 0.00216617 -0.0024107 -0.0149705 0.0128452
internal_weight=0 0.010337 0.0088487 0.00782411 0.00612042 0.005061 0.00277577 0.00228523
internal_count=3121 2952 2841 2545 1910 1662 1367 295
is_linear=0
shrinkage=0.1


Tree=4028
num_leaves=8
num_cat=0
split_feature=457 1 4 15 4 0 16
split_gain=2.76045e-05 5.38752e-05 8.00517e-05 8.84077e-05 7.98371e-05 6.46009e-05 5.45327e-05
threshold=0.045365000000000009 0.111945 -0.0029599999999999995 0.084050000000000014 0.24564500000000003 -0.033209999999999996 -0.50992999999999988
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 5 -3 -1 -4
right_child=-2 4 6 -5 -6 -7 -8
leaf_value=0.031292483045390562 0.012037473619658816 -0.0039604501121974084 -0.00031318627469593475 -0.019998821837468508 0.03025570475619593 0.00059779134179605562 -0.028973141960140947
leaf_weight=0.0010653499585256024 0.0016187974428007847 0.0017193619350795923 0.0010046896289572643 0.0012651927378622011 0.0011301906006817622 0.0019238941692107515 0.0019573036837112921
leaf_count=576 289 193 78 955 261 213 556
internal_value=0 -0.00203194 -0.00662914 0.00215896 0.00961037 0.0115372 -0.0192519
internal_weight=0 0.010066 0.00721643 0.00425444 0.00284955 0.00298924 0.00296199
internal_count=3121 2832 2378 1744 454 789 634
is_linear=0
shrinkage=0.1


Tree=4029
num_leaves=9
num_cat=0
split_feature=0 16 0 160 16 151 1 3
split_gain=2.5451e-05 3.68245e-05 3.36254e-05 3.43649e-05 8.57518e-05 6.65271e-05 0.000134851 4.62583e-05
threshold=0.15398500000000004 0.26676500000000009 -0.062294999999999996 0.088405000000000011 -0.056919999999999991 -0.0071249999999999985 0.08844500000000001 -0.0025099999999999996
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 -1 -7 -8
right_child=-2 -3 -4 -5 -6 6 7 -9
leaf_value=-0.019729264797210766 0.015158482820791852 -0.018187079176007728 0.0129403083280848 0.013992995110906611 -0.023457030311171623 -0.018248766497281386 0.010006966465585876 0.037885832032498581
leaf_weight=0.0010835820407167694 0.0010023942768706282 0.0011774373982852181 0.0017822694183213363 0.0011071101960080914 0.0018274859477923899 0.0012456657254932631 0.0013545503322807606 0.0010616334964798253
leaf_count=155 60 362 327 253 759 845 236 124
internal_value=0 -0.00150953 0.000565738 -0.00230597 -0.00505129 0.00203684 0.00847767 0.0222565
internal_weight=0 0.0106397 0.0094623 0.00768003 0.00657292 0.00474543 0.00366185 0.00241618
internal_count=3121 3061 2699 2372 2119 1360 1205 360
is_linear=0
shrinkage=0.1


Tree=4030
num_leaves=9
num_cat=0
split_feature=457 1 12 403 0 3 13 16
split_gain=2.45555e-05 4.9747e-05 5.73501e-05 5.22828e-05 0.000109787 8.21772e-05 0.00011737 7.33544e-05
threshold=0.045365000000000009 0.12500000000000003 0.10711000000000002 0.03138500000000001 0.062580000000000011 -0.077774999999999983 -0.081224999999999978 -0.072359999999999994
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 -1 -7 -8
right_child=-2 -3 -4 -5 -6 6 7 -9
leaf_value=-0.030659549795998411 0.011389742783356567 0.015039709514059696 -0.026732138646300738 0.01666677239662635 0.02401343358742954 0.024318847953607711 -0.033332205958484795 0.0010225747955950183
leaf_weight=0.0015678516906474818 0.0016111254685565431 0.0014750633845205747 0.0010501799118086338 0.0012748970450362903 0.0010428072512876814 0.001081168390974962 0.001172879982541022 0.0013221072014080572
leaf_count=1294 289 261 228 282 127 161 146 333
internal_value=0 -0.00191438 -0.00485243 -0.00177302 -0.00557285 -0.0115707 -0.00320175 -0.0151274
internal_weight=0 0.00998695 0.00851189 0.00746171 0.00618681 0.00514401 0.00357616 0.00249499
internal_count=3121 2832 2571 2343 2061 1934 640 479
is_linear=0
shrinkage=0.1


Tree=4031
num_leaves=11
num_cat=0
split_feature=41 484 3 133 15 151 3 4 1 3
split_gain=8.34637e-05 6.73376e-05 8.45961e-05 7.1526e-05 7.18728e-05 9.71343e-05 8.42489e-05 7.06839e-05 0.000148784 6.99217e-05
threshold=0.075585000000000013 -1.0000000180025095e-35 -0.12018999999999998 0.083950000000000011 0.035560000000000008 -0.044604999999999992 -1.0000000180025095e-35 0.0061450000000000003 0.11181500000000001 -0.055119999999999995
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 -4 -7 -8 -9 -5
right_child=-2 2 3 9 -6 6 7 8 -10 -11
leaf_value=-0.00044144018702412484 -0.00054964236818115888 0.0005297483419896854 -0.00046200301394664245 -8.1181658682190956e-07 -0.00041841693827619585 -0.00025659676437696569 -7.6904589933423652e-05 0.0010040542734062181 1.6386410579601268e-05 0.00070383247906531394
leaf_weight=0.0010337021235323008 0.0010043382624008368 0.0014161618117558466 0.0012266792145199414 0.0011431198753621178 0.0017580317133832554 0.0013747267701842616 0.0011742877791307473 0.0011779970489342872 0.0011676502048998637 0.0010285870065932969
leaf_count=489 170 196 192 571 687 384 111 48 99 174
internal_value=0 3.78727e-05 8.10799e-05 1.78641e-05 -6.8974e-05 3.1385e-05 0.000155036 0.000315801 0.000512399 0.000332929
internal_weight=0 0.0125009 0.0114672 0.0100511 0.00787937 0.00612134 0.00489466 0.00351994 0.00234565 0.00217171
internal_count=3121 2951 2462 2266 1521 834 642 258 147 745
is_linear=0
shrinkage=0.00196078


Tree=4032
num_leaves=10
num_cat=0
split_feature=43 42 49 4 3 42 2 4 3
split_gain=2.44014e-05 5.35002e-05 4.44828e-05 9.9265e-05 8.41911e-05 0.000133142 5.5959e-05 0.000101486 2.99114e-05
threshold=-0.27207999999999993 -0.088669999999999985 -0.043469999999999995 0.0052350000000000009 -0.078934999999999991 0.084050000000000014 0.10613000000000002 -1.0000000180025095e-35 0.13524500000000003
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 5 -4 7 -6 -8
right_child=1 2 4 -5 6 -7 8 -9 -10
leaf_value=-0.013907016934829503 0.022480267443540109 -0.011088365214783836 0.0052712252193766749 0.030645945762231487 0.033991802069455256 -0.044266125698400507 -0.02177221749458505 -0.0046871543529039966 0.0021129461955369552
leaf_weight=0.0011476478834723603 0.0010844896432583391 0.0010705696084073368 0.0010136373050241264 0.0012186680367440932 0.0011770849983296699 0.0011674532632257575 0.0010581731247104164 0.0016010433981375749 0.0010392000096935347
leaf_count=144 324 237 539 147 389 677 261 299 104
internal_value=0 0.00145579 -0.000983888 0.0111288 -0.00491337 -0.0212442 0.00239235 0.011701 -0.00993767
internal_weight=0 0.0104303 0.00934583 0.00228924 0.00705659 0.00218109 0.0048755 0.00277813 0.00209737
internal_count=3121 2977 2653 384 2269 1216 1053 688 365
is_linear=0
shrinkage=0.1


Tree=4033
num_leaves=9
num_cat=0
split_feature=4 12 47 3 52 2 16 2
split_gain=2.81619e-05 3.58715e-05 6.49529e-05 9.12888e-05 7.14257e-05 6.27438e-05 5.80237e-05 3.17179e-05
threshold=0.27287000000000006 -0.040564999999999997 0.09550500000000002 0.10542000000000001 -0.087284999999999988 0.095195000000000016 -0.083134999999999987 0.087815000000000018
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 6 7 -6
right_child=-2 2 -4 -5 5 -7 -8 -9
leaf_value=-0.019454880605055569 0.012150215976543945 -0.033657468121484117 0.019359340551879826 0.017792818088779552 0.0008406757784802728 -0.024449796090487724 -0.012018486153047998 0.025916193535465423
leaf_weight=0.0010590894364864113 0.0016224343224488366 0.0010124042582393055 0.0014514971975467302 0.0015498966395067204 0.0010085876733345813 0.0011828712150454188 0.0016225316311295201 0.0010091490798001387
leaf_count=233 352 486 233 106 379 344 821 167
internal_value=0 -0.00206371 2.05906e-05 -0.00378015 -0.00950984 -0.00444112 0.00206051 0.0133819
internal_weight=0 0.00989603 0.00883694 0.00738544 0.00583554 0.00482314 0.00364027 0.00201774
internal_count=3121 2769 2536 2303 2197 1711 1367 546
is_linear=0
shrinkage=0.1


Tree=4034
num_leaves=9
num_cat=0
split_feature=151 4 12 15 15 48 12 16
split_gain=2.44854e-05 7.26244e-05 5.87925e-05 0.000122331 9.97299e-05 0.000103882 5.52213e-05 4.30279e-05
threshold=-0.086944999999999981 0.27287000000000006 0.088305000000000008 0.024640000000000006 -0.016799999999999995 0.091545000000000015 0.092355000000000007 0.19444000000000003
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 -2 -4 -8
right_child=1 -3 6 -5 -6 -7 7 -9
leaf_value=0.013992451072194628 -0.032126070863455321 0.020582398685176223 0.019627142331074092 -0.042940875205060763 0.016119453354589901 0.0080036281083173608 -0.017597916799434839 0.009587165580160175
leaf_weight=0.0011195062366493218 0.0015886410857339486 0.0012943418822528733 0.0015003938880589463 0.0010080601346215169 0.0015390656656400388 0.0010860741858798179 0.0012513728507333158 0.0010888100875031911
leaf_count=261 341 314 449 519 256 152 589 240
internal_value=0 -0.00157542 -0.00474011 -0.0116477 -0.00416143 -0.0158313 0.00465177 -0.00494959
internal_weight=0 0.0103568 0.00906242 0.00522184 0.00421378 0.00267472 0.00384058 0.00234018
internal_count=3121 2860 2546 1268 749 493 1278 829
is_linear=0
shrinkage=0.1


Tree=4035
num_leaves=10
num_cat=0
split_feature=14 15 131 16 0 150 160 43 4
split_gain=2.54628e-05 5.29106e-05 3.60221e-05 3.89169e-05 0.000104322 0.000111276 7.37651e-05 5.63861e-05 4.04207e-05
threshold=-1.0000000180025095e-35 -0.10653 0.078765000000000016 -0.010264999999999998 -0.10224499999999999 0.082565000000000013 -0.054789999999999998 -0.084569999999999992 -0.076779999999999987
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 5 -3 -5 -8 -6
right_child=1 2 -4 6 8 -7 7 -9 -10
leaf_value=-0.014918060973232139 0.018921763259549407 -0.043448801142602217 -0.019207587851012103 0.031430785100220508 -0.0040753527763950064 0.0017998339824496406 0.015212004975430958 -0.014163501502218831 0.023886375500158756
leaf_weight=0.0010470716316935925 0.001484308603479415 0.0010949710635831324 0.0010146967143891744 0.0010062782616676973 0.0010003590203875349 0.0010791059064765001 0.0012283639201216487 0.0013960879816921051 0.001069907846789683
leaf_count=161 388 131 423 239 559 104 189 412 515
internal_value=0 0.00144425 -0.00147393 0.000811032 -0.00569077 -0.0209896 0.00841167 -0.000414416 0.0103752
internal_weight=0 0.0103741 0.00888977 0.00787507 0.00424434 0.00217408 0.00363073 0.00262445 0.00207027
internal_count=3121 2960 2572 2149 1309 235 840 601 1074
is_linear=0
shrinkage=0.1


Tree=4036
num_leaves=9
num_cat=0
split_feature=42 43 16 48 3 16 16 1
split_gain=2.32456e-05 4.10005e-05 7.92592e-05 6.73963e-05 6.07504e-05 4.91959e-05 0.000134545 8.76455e-06
threshold=-1.0000000180025095e-35 -0.074359999999999996 0.22339500000000004 0.086035000000000014 -0.081234999999999988 -0.008904999999999998 -0.088159999999999988 0.096255000000000021
decision_type=2 2 2 2 2 2 2 2
left_child=7 4 3 5 -2 6 -3 -1
right_child=1 2 -4 -5 -6 -7 -8 -9
leaf_value=-0.016373344594681979 6.5863979259443855e-05 0.019470495204650756 -0.027161634590042324 -0.012996012125225312 0.031619306046413199 0.028204466181443053 -0.026052330493709849 -0.003171293600637972
leaf_weight=0.0010107621336488118 0.0014970267785099673 0.0018100635583023284 0.0010567230741407117 0.0018681948759590294 0.0010299946296111425 0.0010840400291886668 0.0010123669001069057 0.0010007260953643904
leaf_count=750 460 350 208 217 443 211 370 112
internal_value=0 0.00204394 -0.00198178 0.00262595 0.0129268 0.0100969 0.00314209 -0.00980525
internal_weight=0 0.00935841 0.00683139 0.00577467 0.00252702 0.00390647 0.00282243 0.00201149
internal_count=3121 2259 1356 1148 903 931 720 862
is_linear=0
shrinkage=0.1


Tree=4037
num_leaves=9
num_cat=0
split_feature=16 4 157 15 3 0 0 1
split_gain=2.5045e-05 6.15416e-05 6.40541e-05 6.53122e-05 6.34564e-05 4.88106e-05 6.85288e-05 5.88593e-05
threshold=0.38525000000000004 -0.35136499999999998 -0.06266999999999999 -0.11713499999999999 -0.091054999999999983 -0.083914999999999976 -0.10224499999999999 0.094465000000000007
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 -5 6 7 -6
right_child=-2 2 3 4 5 -7 -8 -9
leaf_value=-0.022891960612044782 0.011940409568918731 0.024311086262975488 -0.019730573692673156 0.022994536410740792 -0.022680305404695421 -0.020980236806021783 0.021126218349781775 0.0097664947852737303
leaf_weight=0.0012217061617884753 0.0015105992160862934 0.0010439933108221762 0.0016460439122706122 0.0012309734478218983 0.0011963892074371056 0.001096828459040146 0.0013297458849238857 0.001049522705912645
leaf_count=142 311 377 416 342 125 729 541 138
internal_value=0 -0.00189114 0.00109447 -0.00211607 0.00279533 -0.00252618 0.00313458 -0.0075178
internal_weight=0 0.0098152 0.0085935 0.0075495 0.00590346 0.00467249 0.00357566 0.00224591
internal_count=3121 2810 2668 2291 1875 1533 804 263
is_linear=0
shrinkage=0.1


Tree=4038
num_leaves=9
num_cat=0
split_feature=475 42 43 42 42 2 1 4
split_gain=2.63329e-05 4.97617e-05 4.75789e-05 8.15469e-05 4.69704e-05 4.3445e-05 0.000100761 4.13876e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.074359999999999996 0.082250000000000004 0.092395000000000019 0.11411 0.094465000000000007 -0.0016099999999999997
decision_type=2 2 2 2 2 2 2 2
left_child=-1 -2 4 5 -3 6 7 -4
right_child=1 2 3 -5 -6 -7 -8 -9
leaf_value=-0.014958505462303965 -0.013280071576467808 0.030073078722471155 0.011800120106000393 -0.022327217885552281 0.0011917158952819097 -0.0091826985283168846 0.037339597723763517 -0.014868461399960859
leaf_weight=0.0010711424532564564 0.0018578148673269448 0.001257710179470641 0.0013818915816650179 0.0012713277788104251 0.0010196046662424444 0.0013342482678263198 0.0010835344272870084 0.0010052514762683915
leaf_count=501 809 473 91 674 189 156 151 77
internal_value=0 0.0015226 0.00481468 0.000194441 0.0171422 0.00615341 0.0120491 0.000569695
internal_weight=0 0.0102114 0.00835357 0.00607625 0.00227731 0.00480493 0.00347068 0.00238714
internal_count=3121 2620 1811 1149 662 475 319 168
is_linear=0
shrinkage=0.1


Tree=4039
num_leaves=11
num_cat=0
split_feature=484 4 39 150 0 4 1 4 47 16
split_gain=0.000175681 8.34913e-05 7.96435e-05 6.60781e-05 7.55248e-05 8.19046e-05 7.62577e-05 0.000100756 3.75819e-05 1.06014e-05
threshold=-0.0068949999999999992 0.27044500000000005 0.094095000000000026 0.086615000000000011 -0.10011499999999998 -0.055319999999999994 0.080585000000000004 -0.49405499999999997 0.091680000000000011 -0.097644999999999996
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 8 6 7 -6 9 -2
right_child=1 -3 -4 -5 5 -7 -8 -9 -10 -11
leaf_value=-0.00078623539232023851 0.00037083438316537812 0.00046479010981218644 -0.00052569883048846913 -0.00033232843228563579 -0.00021226230317477625 -0.00045027741102906144 -0.00030408702959619282 0.00055725468125852765 5.5428754319574229e-05 0.0006508839667770074
leaf_weight=0.0010065916467409857 0.0010051758956809431 0.0017323242637130977 0.001000990495767822 0.0014477074859167551 0.0010049391656472531 0.0012906481767344033 0.0011749900158705409 0.0018742201546808278 0.0010149865112403234 0.0010760411378723028
leaf_count=503 105 346 85 230 30 611 391 634 42 144
internal_value=0 6.49565e-05 1.35133e-06 5.47023e-05 0.000121082 -2.00834e-05 0.00011687 0.000288663 0.000364766 0.000515627
internal_weight=0 0.012622 0.0108897 0.00988871 0.008441 0.0053448 0.00405415 0.00287916 0.0030962 0.00208122
internal_count=3121 2618 2272 2187 1957 1666 1055 664 291 249
is_linear=0
shrinkage=0.00196078


Tree=4040
num_leaves=11
num_cat=0
split_feature=484 4 156 42 52 42 43 16 0 12
split_gain=0.000117613 6.48563e-05 4.35095e-05 7.59569e-05 0.000107052 6.83678e-05 0.000104811 3.92275e-05 8.83943e-05 3.07976e-06
threshold=-1.0000000180025095e-35 0.27044500000000005 0.084085000000000007 -1.0000000180025095e-35 -0.081429999999999989 0.092620000000000022 -0.067199999999999996 -0.056919999999999991 -0.10224499999999999 0.079890000000000017
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 9 -5 6 -6 8 -8 -2
right_child=1 -3 -4 4 5 -7 7 -9 -10 -11
leaf_value=-0.00062590721011212939 -0.00022334164772047123 0.00041126908222689264 -0.00037788255329003365 0.00059507333741506204 0.00067330618572642223 -0.00042394879471998074 -0.00020797034672654085 -0.00032130775494675014 0.00054783224213950674 -0.00037684046186348217
leaf_weight=0.001071406020687682 0.0010035510012551614 0.0016650506627051411 0.0010810010053657207 0.0015111880653853813 0.0010099120532872045 0.0011284050742820986 0.0014366268122047447 0.0012541971125761843 0.0010154445370606372 0.0010065958490192138
leaf_count=515 81 346 351 310 199 334 73 119 175 618
internal_value=0 5.18683e-05 -5.41367e-06 3.75761e-05 0.000129884 9.60347e-06 0.000113336 -3.92486e-05 0.00010502 -0.000300207
internal_weight=0 0.012112 0.0104469 0.00936592 0.00735577 0.00584459 0.00471618 0.00370627 0.00245207 0.00201015
internal_count=3121 2606 2260 1909 1210 900 566 367 248 699
is_linear=0
shrinkage=0.00196078


Tree=4041
num_leaves=11
num_cat=0
split_feature=484 4 12 160 133 13 15 160 43 2
split_gain=0.000108485 5.69841e-05 5.02344e-05 5.46252e-05 0.000161218 0.000141852 0.000148223 8.22514e-05 9.88317e-05 4.9382e-05
threshold=-1.0000000180025095e-35 0.27044500000000005 0.10673000000000001 -0.082299999999999984 -0.0061299999999999992 -0.074044999999999986 0.024640000000000006 0.083670000000000008 -0.09225499999999999 0.095040000000000013
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 -5 9 7 8 -7 -6
right_child=1 -3 -4 4 5 6 -8 -9 -10 -11
leaf_value=-0.00060150800551263934 -0.00034505947465755658 0.00038069824892594903 -0.000414164096097421 -0.00051391172012034306 0.0009567078033197381 -7.5903203997676412e-05 -0.00060054884886975813 -0.00024697453914394982 0.00070580534580018612 0.00035289351305984863
leaf_weight=0.0010803387492649809 0.0012427381567835594 0.0016922114569553467 0.0010487357191348882 0.0013857019934767475 0.0010119634250049976 0.0010087646089745575 0.0010944772589678558 0.0010331825812063197 0.0016210979041360548 0.0010727743183094329
leaf_count=515 418 346 202 577 226 57 324 96 229 131
internal_value=0 4.6743e-05 -6.97881e-06 3.81108e-05 9.59842e-05 0.000219501 3.26124e-05 0.000221794 0.000405957 0.000645994
internal_weight=0 0.0122116 0.0105194 0.0094707 0.00822796 0.00684226 0.00475752 0.00366305 0.00262986 0.00208474
internal_count=3121 2606 2260 2058 1640 1063 706 382 286 357
is_linear=0
shrinkage=0.00196078


Tree=4042
num_leaves=10
num_cat=0
split_feature=484 4 156 150 42 43 3 42 2
split_gain=9.89142e-05 7.62029e-05 5.37894e-05 6.28074e-05 7.11703e-05 7.53862e-05 8.13706e-05 7.85764e-05 7.78432e-05
threshold=-1.0000000180025095e-35 0.27044500000000005 0.084085000000000007 0.08882000000000001 0.092620000000000022 0.15359500000000004 0.090900000000000009 -1.0000000180025095e-35 0.088850000000000012
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 6 7 -2 -9
right_child=1 -3 -4 -5 -6 -7 -8 8 -10
leaf_value=-0.00059082131855517329 -0.00019837445515537421 0.00042497347657824793 -0.00044789236823593884 -0.00039810071973025226 -0.00031821056075765551 0.00064240860837648387 -0.00034368821500322381 0.00012730801465744114 0.00077906864689854412
leaf_weight=0.0010629773206745517 0.0012733125751548746 0.0016470623078344683 0.0010585999042544 0.0012090538996060987 0.0014147133570082127 0.0010716782295698349 0.0013539982773171921 0.0017857411737369757 0.0011636303170619103
leaf_count=515 567 346 351 101 375 135 91 429 211
internal_value=0 3.32877e-05 -2.916e-05 1.86467e-05 8.11378e-05 0.000166116 7.45858e-05 0.000208705 0.00038445
internal_weight=0 0.0119778 0.0103307 0.00927213 0.00806307 0.00664836 0.00557668 0.00422268 0.00294937
internal_count=3121 2606 2260 1909 1808 1433 1298 1207 640
is_linear=0
shrinkage=0.00196078


Tree=4043
num_leaves=12
num_cat=0
split_feature=484 4 12 156 12 3 16 52 403 0 2
split_gain=0.000140869 0.000113168 6.27687e-05 6.98761e-05 0.000106455 0.000136318 0.000114713 0.000139518 0.000122382 0.000179877 5.95878e-05
threshold=-0.0068949999999999992 0.27044500000000005 0.10711000000000002 0.084085000000000007 -0.040564999999999997 0.10542000000000001 0.23311500000000004 0.090245000000000006 0.017340000000000005 -0.10096999999999999 0.086285000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 6 7 8 9 10 -6
right_child=1 -3 -4 -5 5 -7 -8 -9 -10 -11 -12
leaf_value=-0.00070343185486922914 -0.00050731238784934715 0.00050886606593248535 -0.0004806708642129243 -0.00043657677944946167 0.00057849444037148237 0.00071624525544455473 0.00063381648150869266 -0.00063760429471384345 0.0006965017277561729 -0.0007648914709260865 -8.0349394150105999e-05
leaf_weight=0.001029291319497804 0.0010398720776359964 0.0017831833734235905 0.0010450781493297661 0.0011234371064196532 0.0010178487343043339 0.0013948247862308749 0.0010498995918657647 0.0012888023470557595 0.0010052044956976175 0.0010224430584251675 0.0010961681998723494
leaf_count=503 192 346 196 340 50 78 158 437 158 604 59
internal_value=0 5.04092e-05 -2.33497e-05 2.42606e-05 8.23333e-05 0.000160192 4.05085e-05 -7.41987e-05 0.000101122 -8.96918e-05 0.000236868
internal_weight=0 0.0128668 0.0110836 0.0100385 0.00891506 0.00787519 0.00648037 0.00543047 0.00414166 0.00313646 0.00211402
internal_count=3121 2618 2272 2076 1736 1544 1466 1308 871 713 109
is_linear=0
shrinkage=0.00196078


Tree=4044
num_leaves=12
num_cat=0
split_feature=484 42 133 133 3 15 3 160 51 2 3
split_gain=0.000167331 0.000114638 0.00013295 0.000131866 0.000134478 0.000101187 9.4416e-05 0.000109015 7.39857e-05 0.000102186 8.70531e-05
threshold=-0.0068949999999999992 -0.11051499999999999 0.10722500000000001 0.083950000000000011 -0.10519499999999998 -1.0000000180025095e-35 -0.078934999999999991 0.086325000000000013 0.012085000000000002 0.10699500000000002 0.013900000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 5 -3 -6 8 9 10 -8
right_child=1 2 -4 -5 6 -7 7 -9 -10 -11 -12
leaf_value=-0.00075591365020232187 -0.00056949938345894201 0.00093822415685399885 -0.00054213014339923881 0.0006906083860661014 -0.00058739336693769244 0.00012527022117452536 1.2446258258498558e-05 -0.00054398788766163648 0.00062906629160570926 -0.00034577897484956791 0.00070740299922923819
leaf_weight=0.0010622177562888873 0.0010563504891579522 0.0010676553313596175 0.0011230039477728637 0.001582181530212696 0.0010570098383846111 0.0013120098831850037 0.0019477668993953144 0.0010302546484685093 0.0010148659755070399 0.0016600074366890779 0.00107572160104937
leaf_count=503 159 105 349 395 647 150 259 68 146 227 113
internal_value=0 5.14565e-05 0.000102422 0.000164038 8.20796e-05 0.000490008 -4.26033e-05 4.29787e-05 0.000149101 4.50978e-05 0.000259704
internal_weight=0 0.0139268 0.0128705 0.0117475 0.0101653 0.00237967 0.00778563 0.00672862 0.00569836 0.0046835 0.00302349
internal_count=3121 2618 2459 2110 1715 255 1460 813 745 599 372
is_linear=0
shrinkage=0.00196078


Tree=4045
num_leaves=9
num_cat=0
split_feature=52 49 484 133 52 16 16 15
split_gain=2.50109e-05 3.01271e-05 4.10654e-05 7.38254e-05 8.5163e-05 6.5247e-05 0.000106826 6.04578e-05
threshold=0.15915500000000002 -0.080089999999999981 0.073690000000000019 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.4179199999999999 -0.056919999999999991 -0.053579999999999996
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 7 -6 -7 -5
right_child=-2 2 -4 4 5 6 -8 -9
leaf_value=0.014272966767803983 -0.014515396167538351 -0.026825007730849698 0.017552792917623208 -0.00013821796213654735 -0.010499309627708557 0.036170550748814034 -0.0010318098586462974 -0.032722172529133363
leaf_weight=0.0015567082294510462 0.0010841932530717734 0.0011421166108513004 0.0010699117358405359 0.0012615265977917887 0.0012311772046206529 0.0014762353879677779 0.0016176424317691099 0.0010379538437205245
leaf_count=234 368 735 299 361 180 429 143 372
internal_value=0 0.00144552 -0.000814251 -0.00334444 0.000703773 0.00897113 0.0167192 -0.0148462
internal_weight=0 0.0103933 0.00883656 0.00776665 0.00662454 0.00432506 0.00309388 0.00229948
internal_count=3121 2753 2519 2220 1485 752 572 733
is_linear=0
shrinkage=0.1


Tree=4046
num_leaves=11
num_cat=0
split_feature=484 133 133 15 3 3 15 42 52 16
split_gain=0.000154931 6.67096e-05 8.50365e-05 0.000118863 0.000111543 0.000107418 0.00010799 9.75648e-05 7.89599e-05 4.25739e-05
threshold=-0.0068949999999999992 0.10622000000000002 0.083950000000000011 0.024640000000000006 -0.10519499999999998 -0.0087149999999999988 -0.018314999999999994 0.081660000000000024 -0.07167999999999998 -0.11676499999999999
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 -6 8 -5 -7 -10
right_child=1 -3 -4 7 5 6 -8 -9 9 -11
leaf_value=-0.00074837528089621657 0.00055589203963830446 -0.00042534262985758655 0.00055399762982314847 -0.00080664496414665891 -0.00047169045533824549 -0.00042562910163760481 0.00071313965006254644 4.2669644218702995e-05 -0.00010375035498485285 0.00042512060736541206
leaf_weight=0.0010005432187584042 0.0019146889861925863 0.0010241655413487415 0.0013764658110661408 0.0010420704803816615 0.0013622772677292063 0.0011641575417049299 0.0010337422449456148 0.0010379953062832781 0.0010282233671022236 0.0013581999718102339
leaf_count=503 227 371 418 436 454 93 86 307 136 90
internal_value=0 5.38696e-05 9.72342e-05 3.39914e-05 0.000144278 1.17463e-05 0.000155404 -0.00038282 -6.97888e-06 0.000197249
internal_weight=0 0.012342 0.0113178 0.00994136 0.00786129 0.0059466 0.00458432 0.00208007 0.00355058 0.00238642
internal_count=3121 2618 2247 1829 1086 859 405 743 319 226
is_linear=0
shrinkage=0.00196078


Tree=4047
num_leaves=9
num_cat=0
split_feature=16 1 15 52 52 0 16 4
split_gain=2.64157e-05 5.49151e-05 9.59373e-05 4.41176e-05 3.23056e-05 6.62541e-05 9.64038e-05 4.72979e-05
threshold=0.38525000000000004 1.0000000180025095e-35 0.035560000000000008 -0.081429999999999989 -0.0064899999999999992 -0.10607499999999999 -0.44310499999999992 -0.0024449999999999997
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 -1 -3 -5 6 -6 -7
right_child=-2 3 -4 4 5 7 -8 -9
leaf_value=-0.029559909088627545 0.012155473791491329 0.021998640410263674 0.0056004048993110412 -0.012764134194958998 -0.0043573152465756918 0.0066308704008875416 0.037469417384833052 -0.023887895529565023
leaf_weight=0.0016427236127809892 0.0015333895965325703 0.0010437881277137254 0.0014709025246082206 0.0015363270931164213 0.0011229677932019198 0.0010001829855964968 0.0010819695057658271 0.0010315728435957099
leaf_count=729 311 252 760 228 149 345 117 230
internal_value=0 -0.00194669 -0.0129499 0.0030791 -0.000341635 0.00416306 0.0161672 -0.00886426
internal_weight=0 0.00993043 0.00311363 0.00681681 0.00577302 0.00423669 0.00220494 0.00203176
internal_count=3121 2810 1489 1321 1069 841 266 575
is_linear=0
shrinkage=0.1


Tree=4048
num_leaves=8
num_cat=0
split_feature=4 151 2 49 42 0 52
split_gain=2.31958e-05 3.43564e-05 4.11037e-05 7.88468e-05 9.20329e-05 0.000101565 6.79082e-05
threshold=0.27287000000000006 -0.024429999999999997 0.11411 -0.065034999999999996 0.091545000000000015 -0.10011499999999998 0.083680000000000018
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 -3 5 -5 -7
right_child=-2 2 -4 4 -6 6 -8
leaf_value=0.011526374601449478 0.011010960880715102 -0.026626050220248637 -0.022277716995685374 0.028222543861895828 -0.024247704812007612 -0.01548129503409266 0.013471812460982328
leaf_weight=0.0015974611460988887 0.0016249600483647072 0.0010747823148459625 0.0011229310900291306 0.0017058566613010833 0.0010408844374593298 0.0017274954649662286 0.0015254069902273849
leaf_count=451 352 132 234 224 417 740 571
internal_value=0 -0.00188977 -0.00450424 -0.00168304 0.00278528 0.00845973 -0.00190411
internal_weight=0 0.00979482 0.00819736 0.00707443 0.00599964 0.00495876 0.0032529
internal_count=3121 2769 2318 2084 1952 1535 1311
is_linear=0
shrinkage=0.1


Tree=4049
num_leaves=9
num_cat=0
split_feature=475 42 43 16 2 0 0 3
split_gain=2.52581e-05 4.44032e-05 4.05579e-05 6.86994e-05 6.23322e-05 9.52606e-05 5.24989e-05 4.92487e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.074359999999999996 0.22339500000000004 0.10005000000000001 -0.14920999999999998 -0.084804999999999978 -0.0087149999999999988
decision_type=2 2 2 2 2 2 2 2
left_child=-1 -2 6 4 7 -6 -3 -4
right_child=1 2 3 -5 5 -7 -8 -9
leaf_value=-0.014585302069524906 -0.012470010569178909 -0.0011567416941982275 -0.020108038083325716 -0.023355020535437344 -0.001429743095571776 0.039352569188988891 0.029278536353427694 0.0066531665518733589
leaf_weight=0.0010817241140818725 0.0018682544438925587 0.0010117661495375782 0.0012163254453961693 0.0010214035841187305 0.0012523670133451903 0.001055456692439507 0.0012885609300449842 0.0015822138159996434
leaf_count=501 809 344 586 126 99 205 318 133
internal_value=0 0.001478 0.00456985 0.000319575 0.0050551 0.0172216 0.015892 -0.00497802
internal_weight=0 0.0102963 0.00842809 0.00612777 0.00510636 0.00230782 0.00230033 0.00279854
internal_count=3121 2620 1811 1149 1023 304 662 719
is_linear=0
shrinkage=0.1


Tree=4050
num_leaves=11
num_cat=0
split_feature=484 133 16 52 4 15 151 16 51 42
split_gain=0.000150344 5.84597e-05 7.74527e-05 0.000159567 0.000115334 7.62545e-05 5.83212e-05 0.000128221 5.55366e-05 6.68948e-05
threshold=-0.0068949999999999992 0.10622000000000002 -0.014034999999999997 0.096795000000000006 -0.10429499999999998 -0.016799999999999995 -0.0083949999999999979 -0.48836499999999994 0.081440000000000026 0.083995000000000014
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 6 4 -4 -6 -2 -8 9 -9
right_child=1 -3 3 -5 5 -7 7 8 -10 -11
leaf_value=-0.0007302994667680654 -0.00037176764232009729 -0.00039025786655414151 -0.00046550938504682918 0.00091577587756951539 -2.6351381674659873e-05 0.00066072938029114545 0.00064811743060221494 -0.00048114883878186014 0.00026001994494054465 0.00014509595933160136
leaf_weight=0.0010124263924595105 0.0015589753775912029 0.0010362142436301661 0.001045796623708628 0.001171909230699323 0.00126610426338128 0.0012188960509785969 0.0011184736712900887 0.0017872163490617841 0.0011487284644526685 0.0010358919252357961
leaf_count=503 194 371 191 84 403 188 154 507 220 306
internal_value=0 5.55681e-05 9.62632e-05 0.00028885 8.07661e-05 0.000310663 -3.99434e-05 6.16821e-05 -0.000103459 -0.000251359
internal_weight=0 0.0123882 0.011352 0.00470271 0.0035308 0.002485 0.00664929 0.00509031 0.00397184 0.00282311
internal_count=3121 2618 2247 866 782 591 1381 1187 1033 813
is_linear=0
shrinkage=0.00196078


Tree=4051
num_leaves=9
num_cat=0
split_feature=16 52 403 49 52 52 12 1
split_gain=2.87077e-05 5.45152e-05 7.80137e-05 9.78036e-05 7.49325e-05 6.65599e-05 4.05898e-05 0.000136011
threshold=0.38525000000000004 0.090245000000000006 0.03138500000000001 -0.081404999999999991 0.13389000000000004 -0.07167999999999998 0.084100000000000022 0.10612500000000001
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -3 -5 7 -7
right_child=-2 4 -4 5 -6 6 -8 -9
leaf_value=0.024476108635452958 0.01271380640003349 -0.0350623901150812 0.027791656751948821 -0.02790245191951107 0.00079508913524309528 0.024123276013829881 -0.015339288782525069 -0.021860569815040986
leaf_weight=0.0011538370183685606 0.0015268323107120027 0.001056895715492414 0.0010242922681137486 0.0012425456632979568 0.0012991694902699186 0.0016080698232943404 0.0013878729931387944 0.0010720343769445961
leaf_count=177 311 335 246 412 398 232 797 213
internal_value=0 -0.00202327 0.00215069 -0.00191217 -0.01529 -0.00764565 -0.00145831 0.00572986
internal_weight=0 0.00984472 0.00748865 0.00646436 0.00235607 0.00531052 0.00406798 0.0026801
internal_count=3121 2810 2077 1831 733 1654 1242 445
is_linear=0
shrinkage=0.1


Tree=4052
num_leaves=9
num_cat=0
split_feature=13 39 48 51 1 52 16 0
split_gain=2.61409e-05 4.42892e-05 5.16304e-05 7.01501e-05 0.000119454 5.95561e-05 6.39576e-05 8.8121e-05
threshold=-0.39067499999999994 0.085220000000000004 0.11280000000000003 0.087505000000000013 0.111945 0.090245000000000006 -0.056919999999999991 -0.10224499999999999
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 6 7 -2
right_child=1 -3 -4 -5 -6 -7 -8 -9
leaf_value=0.0139396417627662 -0.010780167716190753 0.016841568181865538 -0.025029187085889606 -0.025493158938011989 0.0313096281365162 -0.022371147251272552 -0.012751202106346494 0.026619534124414819
leaf_weight=0.0011960144811303157 0.0010430337265539477 0.001143505195490631 0.001037901423445336 0.0010422524172360274 0.0011799766690505234 0.0013085522951791183 0.0017745303807732262 0.0015909618735635966
leaf_count=145 133 307 97 312 155 497 857 618
internal_value=0 -0.00169353 -0.0040545 -0.0013125 0.00234158 -0.00363728 0.00192336 0.0118097
internal_weight=0 0.0101207 0.00897721 0.00793931 0.00689705 0.00571708 0.00440853 0.002634
internal_count=3121 2976 2669 2572 2260 2105 1608 751
is_linear=0
shrinkage=0.1


Tree=4053
num_leaves=8
num_cat=0
split_feature=4 42 43 4 4 52 2
split_gain=2.5727e-05 3.22444e-05 7.03426e-05 5.85928e-05 8.16732e-05 4.89954e-05 3.69534e-05
threshold=0.27287000000000006 0.092395000000000019 0.12450000000000001 0.055260000000000011 0.0061450000000000003 -0.0064899999999999992 0.088300000000000003
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 4 5 -1 -7
right_child=-2 -3 -4 -5 -6 6 -8
leaf_value=-0.016553280062037278 0.011693495431951161 -0.015924114300366114 0.024745083078361443 -0.020081290065634746 0.023757939590329957 0.017670514683677332 -0.0073344347922821703
leaf_weight=0.0019667500820635939 0.0016036781196647242 0.001415962181957507 0.0010383179699506532 0.0015843256161524504 0.0012919119875797877 0.0011487225533754167 0.0012173495330050918
leaf_count=832 352 535 166 218 116 638 264
internal_value=0 -0.00198307 0.000410423 -0.00309449 0.0016902 -0.0048897 0.00480541
internal_weight=0 0.00966334 0.00824738 0.00720906 0.00562473 0.00433282 0.00236607
internal_count=3121 2769 2234 2068 1850 1734 902
is_linear=0
shrinkage=0.1


Tree=4054
num_leaves=10
num_cat=0
split_feature=484 133 133 15 3 3 42 151 16
split_gain=9.81275e-05 6.60577e-05 9.33408e-05 0.000132062 0.000139915 0.000115271 0.000111205 6.15981e-05 7.78498e-05
threshold=-1.0000000180025095e-35 0.10622000000000002 0.083950000000000011 0.024640000000000006 -0.10519499999999998 -1.0000000180025095e-35 0.081660000000000024 -0.0083949999999999979 -0.056919999999999991
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 -6 -5 -7 -9
right_child=1 -3 -4 6 5 7 -8 8 -10
leaf_value=-0.00058042160871941907 0.00060878618763117215 -0.00043186628812161054 0.00056817737595457195 -0.00087143326969652923 -0.00046873390260330691 -0.00026452336480273231 4.0086373747417511e-05 0.00058525515192804016 -2.426269261892802e-05
leaf_weight=0.0010474151695317518 0.0018556444647621533 0.0010216240104816065 0.0013706853465852683 0.0010373278565498903 0.0015438291850614809 0.0010138549701721455 0.001021108524073144 0.0016607016707541385 0.0015647393713371744
leaf_count=515 224 370 415 436 498 99 306 137 121
internal_value=0 4.51949e-05 8.92302e-05 2.15317e-05 0.000140314 -1.00057e-05 -0.000419265 0.00015705 0.000289563
internal_weight=0 0.0120895 0.0110679 0.00969721 0.00763877 0.00578313 0.00205844 0.0042393 0.00322544
internal_count=3121 2606 2236 1821 1079 855 742 357 258
is_linear=0
shrinkage=0.00196078


Tree=4055
num_leaves=8
num_cat=0
split_feature=52 160 133 13 15 4 1
split_gain=2.39199e-05 7.87407e-05 6.15867e-05 5.71582e-05 8.35651e-05 5.41626e-05 7.27855e-05
threshold=-0.046924999999999988 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.004174999999999999 -0.07490999999999999 -0.082109999999999975 0.094385000000000011
decision_type=2 2 2 2 2 2 2
left_child=3 -2 -3 -1 -5 -4 -7
right_child=1 2 5 4 -6 6 -8
leaf_value=0.024387207486330692 -0.024201679623813543 -0.019717216064960665 0.019825768007953021 0.015803530405858374 -0.022338536163010542 -0.01836487215817478 0.011505481101782584
leaf_weight=0.0012117531273335906 0.0014441601075499359 0.0011084075531871095 0.0018768597544339513 0.0012005343074094387 0.001101350304557908 0.0014384112332709357 0.0018845361731845813
leaf_count=558 743 619 193 122 273 327 286
internal_value=0 -0.00313831 0.00168379 0.00680816 -0.00244577 0.0062457 -0.00142456
internal_weight=0 0.00775237 0.00630821 0.00351364 0.00230188 0.00519981 0.00332295
internal_count=3121 2168 1425 953 395 806 613
is_linear=0
shrinkage=0.1


Tree=4056
num_leaves=11
num_cat=0
split_feature=484 42 43 131 474 133 2 12 0 2
split_gain=0.00020358 0.000121299 0.000116023 0.000141902 8.58275e-05 0.000102393 0.000102889 9.90925e-05 0.000109173 7.31166e-05
threshold=-0.0068949999999999992 -0.11051499999999999 -0.17390999999999998 0.088610000000000008 0.085070000000000021 0.083950000000000011 0.11548000000000001 0.088305000000000008 -0.13027499999999997 0.092365000000000017
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 5 6 7 8 9 -4
right_child=1 2 3 -5 -6 -7 -8 -9 -10 -11
leaf_value=-0.00083019324912505187 -0.00057950509877134127 0.00063294606738101495 0.00026732158981823445 -0.00065074874247683916 0.00063449536114349109 0.00045659394551171936 0.000413005597084271 0.00020272249716013491 -0.00073106976004561194 -0.00044500812893008318
leaf_weight=0.0010760959434086897 0.001065700147573896 0.0014412879352467258 0.0011790389939612149 0.0010322935594948767 0.0010812811575108385 0.00188333242100571 0.00142978341907549 0.0018182745327971414 0.001667251385434736 0.001045053147538999
leaf_count=503 159 129 78 371 189 528 205 454 426 79
internal_value=0 5.5651e-05 0.000109468 4.1718e-05 0.000112465 4.99051e-05 -5.73771e-05 -0.000175169 -0.000351743 -6.73869e-05
internal_weight=0 0.0136433 0.0125776 0.0111363 0.010104 0.00902273 0.0071394 0.00570962 0.00389134 0.00222409
internal_count=3121 2618 2459 2330 1959 1770 1242 1037 583 157
is_linear=0
shrinkage=0.00196078


Tree=4057
num_leaves=9
num_cat=0
split_feature=131 150 16 12 0 48 4 2
split_gain=2.22492e-05 3.56722e-05 4.44691e-05 8.29118e-05 0.000116111 8.29298e-05 6.32156e-05 5.50843e-05
threshold=0.088610000000000008 0.094365000000000018 0.0065250000000000004 0.091475000000000015 -0.10224499999999999 0.016865000000000002 -0.10429499999999998 0.088225000000000012
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 -1 -4 -6
right_child=-2 -3 6 -5 7 -7 -8 -9
leaf_value=-0.033850369710613767 -0.01426132203682471 0.017708084519714638 -0.00375447707819139 -0.029773859748715603 0.00040630122251288786 0.0031391255272132297 0.02425803013569295 0.031833773500419528
leaf_weight=0.0012004847680193312 0.0010023796794185321 0.0011796375719811446 0.0018326917174091989 0.0011728353081942536 0.0010935391564867363 0.0012242008001596971 0.0014374783143032465 0.0011381982158214247
leaf_count=190 443 231 257 522 695 146 370 267
internal_value=0 0.00134666 -0.000774414 -0.00601042 -2.50155e-05 -0.0151747 0.00855906 0.0164345
internal_weight=0 0.0102791 0.00909943 0.00582926 0.00465642 0.00242469 0.00327017 0.00223174
internal_count=3121 2678 2447 1820 1298 336 627 962
is_linear=0
shrinkage=0.1


Tree=4058
num_leaves=8
num_cat=0
split_feature=4 151 1 4 47 16 16
split_gain=2.2946e-05 3.23744e-05 3.6667e-05 7.75566e-05 5.19688e-05 4.81394e-05 0.000138795
threshold=0.27287000000000006 -0.024429999999999997 0.080585000000000004 -0.15764999999999998 0.10783500000000001 -0.092484999999999984 -0.056919999999999991
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 -3 5 -4 -7
right_child=-2 2 4 -5 -6 6 -8
leaf_value=0.011227500599311629 0.011055331301831985 0.018515340108923188 -0.033668344271702448 -0.010866649646518164 0.0077106618567631463 0.017506249827858294 -0.033100660325847471
leaf_weight=0.0015763958350576953 0.0015994060221394208 0.0017076562951536907 0.0011279005209518084 0.0018956405533631883 0.0011583765692593888 0.0010670526811363268 0.0011012641791656491
leaf_count=451 352 94 123 1354 118 243 386
internal_value=0 -0.00187846 -0.00444243 0.00305791 -0.0105094 -0.0169124 -0.00819644
internal_weight=0 0.00963429 0.00805789 0.0036033 0.00445459 0.00329622 0.00216832
internal_count=3121 2769 2318 1448 870 752 629
is_linear=0
shrinkage=0.1


Tree=4059
num_leaves=9
num_cat=0
split_feature=484 3 15 3 43 43 16 16
split_gain=7.11014e-05 4.87283e-05 0.000103944 5.77968e-05 7.29098e-05 6.39622e-05 9.03544e-05 0.000130602
threshold=-1.0000000180025095e-35 -0.10519499999999998 -1.0000000180025095e-35 -0.078934999999999991 -0.074359999999999996 0.15359500000000004 -0.056919999999999991 -0.23935499999999996
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 -2 -3 -5 6 7 -6
right_child=1 3 -4 4 5 -7 -8 -9
leaf_value=-0.00049674089433995839 0.00073724709530831225 -0.00035710109128426066 -5.4085586698693041e-05 0.00040270081261835892 -0.00044410923858791856 0.0003394322595884894 -0.00051617421820215664 0.00039021277167054438
leaf_weight=0.0010589766568426537 0.0010770141596831808 0.0017265961766923113 0.0015662452270975215 0.0016667069949675029 0.0012324661799742067 0.0012180740278927397 0.0017621600020553277 0.0017393704538756116
leaf_count=515 136 1084 210 335 168 132 304 237
internal_value=0 3.32962e-05 0.000268348 -3.31863e-05 4.02205e-05 -6.12817e-05 -0.000164387 4.42067e-05
internal_weight=0 0.0119886 0.00264326 0.00934537 0.00761878 0.00595207 0.004734 0.00297184
internal_count=3121 2606 346 2260 1176 841 709 405
is_linear=0
shrinkage=0.00196078


Tree=4060
num_leaves=10
num_cat=0
split_feature=484 4 12 16 13 4 133 51 12
split_gain=9.20033e-05 6.95777e-05 8.31783e-05 6.72064e-05 9.80471e-05 0.000105973 8.00967e-05 0.000146074 0.000100238
threshold=-1.0000000180025095e-35 0.27044500000000005 0.10711000000000002 -0.014034999999999997 -0.074044999999999986 -0.033174999999999989 0.083950000000000011 0.081440000000000026 0.088305000000000008
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 6 -5 -6 7 8 -2
right_child=1 -3 -4 4 5 -7 -8 -9 -10
leaf_value=-0.00055889243082806568 -0.00081760614768122729 0.00041365130928079408 -0.00055134924972478872 0.00070235643709276282 -0.00031623391018270841 0.00040817582616596489 0.00034028764651971026 0.00027417488280949334 -3.6310092378145887e-05
leaf_weight=0.0010581522972627358 0.0016047153032266851 0.0016857057415333348 0.0010069062452576572 0.0011870361680629809 0.0015794724013735342 0.0015270098333108096 0.0011843249420688748 0.0013935731094216223 0.0010408270848052911
leaf_count=515 398 346 195 322 289 191 370 199 296
internal_value=0 4.38133e-05 -1.54271e-05 4.12742e-05 0.000223017 3.9854e-05 -0.000108113 -0.000239591 -0.000510223
internal_weight=0 0.0122096 0.0105239 0.00951696 0.00429352 0.00310648 0.00522344 0.00403912 0.00264554
internal_count=3121 2606 2260 2065 802 480 1263 893 694
is_linear=0
shrinkage=0.00196078


Tree=4061
num_leaves=8
num_cat=0
split_feature=484 160 133 42 4 12 4
split_gain=2.16627e-05 3.83323e-05 7.10155e-05 5.41077e-05 5.70828e-05 8.22041e-05 0.000100044
threshold=0.085515000000000022 -1.0000000180025095e-35 -1.0000000180025095e-35 0.088060000000000013 0.24564500000000003 0.084100000000000022 -0.0024449999999999997
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 6 -4
right_child=-2 2 3 -5 -6 -7 -8
leaf_value=-0.016442963093465192 0.01309289171149991 -0.021482482136359594 0.029971880564994557 0.019307051799393845 0.02040685669988912 -0.023941530248603692 -0.0087868535314055887
leaf_weight=0.0014698383837105028 0.0011288831754115497 0.0012068421804999419 0.00101480158575298 0.001885552400726547 0.0010752809895904882 0.0015436161453989132 0.0019373428373588666
leaf_count=659 341 709 231 485 161 420 115
internal_value=0 -0.00151097 0.00102239 0.00466478 -0.00029098 -0.00524142 0.00453649
internal_weight=0 0.0101333 0.00866344 0.00745659 0.00557104 0.00449576 0.00295214
internal_count=3121 2780 2121 1412 927 766 346
is_linear=0
shrinkage=0.1


Tree=4062
num_leaves=9
num_cat=0
split_feature=133 160 52 42 151 4 16 0
split_gain=2.50793e-05 4.94007e-05 0.000114028 5.24789e-05 7.24399e-05 0.000100222 6.59376e-05 4.68304e-05
threshold=-0.085499999999999979 -1.0000000180025095e-35 -0.013374999999999998 -1.0000000180025095e-35 -0.0083949999999999979 0.076415000000000025 -0.056919999999999991 -0.0058249999999999994
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 -2 -3 -5 6 -6 -8
right_child=1 3 -4 4 5 -7 7 -9
leaf_value=0.013035850257582566 0.0065856088851380078 -0.015434085421019038 -0.039687933216197832 -0.014962377920012218 0.018582465310080884 0.033356618295040885 -0.02434827837221408 0.0054413812751510429
leaf_weight=0.001296888974133127 0.0011301643897080841 0.0014205838474651532 0.0010070494287803768 0.0013272753692409722 0.0014652846769224234 0.0014619830202191719 0.0010258430846157964 0.0010867608211956783
leaf_count=488 317 502 549 287 340 202 309 127
internal_value=0 -0.00175095 -0.0152184 0.00194495 0.00582242 0.0112962 0.00228195 -0.00902395
internal_weight=0 0.00992494 0.00213721 0.00778773 0.00636715 0.00503987 0.00357789 0.0021126
internal_count=3121 2633 866 1767 1265 978 776 436
is_linear=0
shrinkage=0.1


Tree=4063
num_leaves=9
num_cat=0
split_feature=47 4 4 3 13 0 0 0
split_gain=2.18316e-05 6.40383e-05 6.75286e-05 6.00741e-05 5.41192e-05 4.44926e-05 3.23328e-05 9.83186e-06
threshold=0.12431000000000002 0.24564500000000003 0.055260000000000011 0.10299500000000002 -0.033284999999999988 -0.060129999999999996 -0.11242999999999999 -0.15090499999999998
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 6 -6 -3
right_child=-2 7 -4 -5 5 -7 -8 -9
leaf_value=-0.018939067359067651 -0.013485922878023145 0.01039267195798866 -0.023797481221255717 0.019401808633951953 0.0066403960839504844 0.017580220859816403 -0.016596259676981629 0.024333176613852165
leaf_weight=0.001598125948593895 0.001089597766212382 0.0010184405058830592 0.0012645824721973691 0.001452557374537311 0.0011818341839961927 0.001347499202852901 0.0012138724462343162 0.00100531058740096
leaf_count=1211 91 99 246 122 155 237 657 303
internal_value=0 0.00141432 -0.00257955 0.00136986 -0.00353387 0.00304323 -0.00513331 0.0173177
internal_weight=0 0.0100822 0.00805847 0.00679389 0.00534133 0.00374321 0.00239571 0.00202375
internal_count=3121 3030 2628 2382 2260 1049 812 402
is_linear=0
shrinkage=0.1


Tree=4064
num_leaves=9
num_cat=0
split_feature=4 0 15 15 42 49 3 42
split_gain=2.33989e-05 6.88747e-05 3.81376e-05 0.000110639 0.000132215 8.17804e-05 0.000132569 7.73587e-05
threshold=-0.49013999999999996 -1.0000000180025095e-35 -0.016799999999999995 0.035560000000000008 0.08623500000000002 -0.043469999999999995 0.095270000000000007 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 5 -4 -5 -2 7 -7
right_child=1 -3 3 4 -6 6 -8 -9
leaf_value=-0.014625223327655274 0.0137693245174358 0.024811941613268079 0.029101960112669439 -0.026701588315307195 0.020837365766378308 0.017380649724616736 -0.038270871226594123 -0.018426912907090167
leaf_weight=0.0010004823148300973 0.0013957549515150086 0.0011183850869291431 0.0013507960143908952 0.0013888753888221831 0.0010108259110888623 0.0012368694492187449 0.001458257785762869 0.0011779154011271106
leaf_count=169 248 173 287 624 504 376 146 594
internal_value=0 0.00140466 -0.00149783 0.00620947 -0.00667676 -0.00698413 -0.0144632 -8.60324e-05
internal_weight=0 0.0101377 0.00901929 0.0037505 0.0023997 0.0052688 0.00387304 0.00241478
internal_count=3121 2952 2779 1415 1128 1364 1116 970
is_linear=0
shrinkage=0.1


Tree=4065
num_leaves=9
num_cat=0
split_feature=1 12 47 3 150 13 4 1
split_gain=2.5606e-05 5.32038e-05 4.41638e-05 6.29949e-05 8.0146e-05 0.000114273 0.000138179 4.56431e-05
threshold=0.12500000000000003 0.10711000000000002 0.090280000000000013 0.10299500000000002 0.086135000000000017 -0.086589999999999986 -0.084369999999999987 0.085110000000000005
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 -1 -7 -8
right_child=-2 -3 -4 -5 -6 6 7 -9
leaf_value=-0.02242365761629693 0.012210940784648842 -0.023321560938146815 -0.015467405546623259 0.022341910021234229 -0.026556713696748231 -0.010058571617342516 0.015658186163595298 0.045456153833199314
leaf_weight=0.0011724659901718752 0.0014796063303074798 0.0010363425351889105 0.0014156028759902024 0.0014666227778984131 0.0010029405351686367 0.0014445843205391439 0.0010465692477653996 0.0010102560837856704
leaf_count=424 279 232 259 132 228 458 744 365
internal_value=0 -0.00192219 0.000668877 0.00386658 -0.000906583 0.00459753 0.0136457 0.0302941
internal_weight=0 0.00959538 0.00855904 0.00714344 0.00567682 0.00467388 0.00350141 0.00205683
internal_count=3121 2842 2610 2351 2219 1991 1567 1109
is_linear=0
shrinkage=0.1


Tree=4066
num_leaves=11
num_cat=0
split_feature=48 48 51 1 457 1 51 0 4 4
split_gain=0.000103614 0.000132505 7.36377e-05 8.82884e-05 9.4201e-05 0.000134915 8.032e-05 5.06749e-05 0.000158531 7.36151e-05
threshold=0.12737000000000001 0.097025000000000014 0.08955500000000001 0.111945 0.080930000000000016 0.09253500000000002 -0.076794999999999988 -0.10011499999999998 -0.082109999999999975 -0.35136499999999998
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 7 -5 -1 9 -9
right_child=-2 -3 -4 6 -6 -7 -8 8 -10 -11
leaf_value=0.00030133985508120779 -0.00061099929113767905 0.00068896034421721633 -0.00049494880434326966 5.6570873542383355e-07 0.0004519989489876542 -0.00069020546374636493 0.00077472362467601822 -0.0001230495600798123 -0.00065806816713436292 0.00055739339171030871
leaf_weight=0.0014702795378285388 0.0010096214980872672 0.0011087115586433998 0.0011358426025007357 0.0010153605630247014 0.0011685681579336263 0.0014112072477744271 0.0010461284356067498 0.0014232487907342301 0.0013850437469731338 0.0010714868507107076
leaf_count=207 96 199 312 78 184 337 256 79 971 402
internal_value=0 4.2546e-05 -2.18627e-05 3.19191e-05 -6.20595e-05 -0.000150906 0.000393422 -8.65221e-06 -0.000126127 0.0001692
internal_weight=0 0.0122359 0.0111272 0.00999132 0.00792983 0.00676127 0.00206149 0.00535006 0.00387978 0.00249474
internal_count=3121 3025 2826 2514 2180 1996 334 1659 1452 481
is_linear=0
shrinkage=0.00196078


Tree=4067
num_leaves=9
num_cat=0
split_feature=133 160 52 13 151 0 1 52
split_gain=2.29423e-05 5.16419e-05 5.05011e-05 5.89682e-05 4.94783e-05 7.82756e-05 7.16429e-05 4.31681e-05
threshold=-0.085499999999999979 -1.0000000180025095e-35 0.10347000000000002 -0.084034999999999985 -0.0083949999999999979 -0.053834999999999994 0.095285000000000022 -0.015539999999999998
decision_type=2 2 2 2 2 2 2 2
left_child=-1 7 3 -3 -5 6 -6 -2
right_child=1 2 -4 4 5 -7 -8 -9
leaf_value=0.01257758951378438 -0.00092447973655650185 0.014587870181912477 0.020119669617066484 -0.026516113319466586 -0.0077491846968474713 -0.024707877037665305 0.025461943096617985 -0.029637459526909639
leaf_weight=0.0012760536313295998 0.0010248033217109239 0.0016744503225055015 0.0012953041626172813 0.001039837695438901 0.0014161164087082342 0.0010619394802903756 0.0011999106467482108 0.0010706340171913837
leaf_count=488 292 364 171 208 636 246 142 574
internal_value=0 -0.00167872 0.0021145 -0.00153401 -0.00725601 -0.00181077 0.00748399 -0.015595
internal_weight=0 0.009783 0.00768756 0.00639225 0.0047178 0.00367797 0.00261603 0.00209544
internal_count=3121 2633 1767 1596 1232 1024 778 866
is_linear=0
shrinkage=0.1


Tree=4068
num_leaves=10
num_cat=0
split_feature=484 133 16 52 151 2 15 0 43
split_gain=8.26185e-05 6.2819e-05 7.4476e-05 0.000151785 9.12776e-05 0.000108712 0.000182054 7.551e-05 6.85539e-05
threshold=-1.0000000180025095e-35 0.10622000000000002 -0.014034999999999997 0.096795000000000006 -0.044604999999999992 0.088475000000000012 -0.074054999999999996 -0.053834999999999994 -0.0030899999999999994
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 4 7 -2 8 -7 -4 -6
right_child=1 -3 3 -5 5 6 -8 -9 -10
leaf_value=-0.00053621221474976788 -0.00058955011539920678 -0.00042399277694216082 0.00032829047890759605 0.00088381549643949881 6.5704232766445814e-05 0.00082409364385348433 -0.00014759457739940067 -0.00026099685561340667 -0.00060973517381335545
leaf_weight=0.0010376770346328537 0.001023056764924847 0.0010224073006684159 0.0018701259237397837 0.0011714942012087427 0.0011654512644623562 0.0013673334844169814 0.0016191833695937225 0.0015118551640120204 0.0011456065968268739
leaf_count=515 170 370 520 83 438 270 241 258 256
internal_value=0 4.06833e-05 8.43732e-05 0.000275557 -5.33581e-05 5.01902e-05 0.000297279 6.48599e-05 -0.000269116
internal_weight=0 0.0118965 0.0108741 0.00455348 0.00632063 0.00529757 0.00298652 0.00338198 0.00231106
internal_count=3121 2606 2236 861 1375 1205 511 778 694
is_linear=0
shrinkage=0.00196078


Tree=4069
num_leaves=8
num_cat=0
split_feature=1 12 2 43 48 4 3
split_gain=2.23955e-05 4.97946e-05 4.09899e-05 6.37422e-05 5.89967e-05 5.3546e-05 4.99746e-05
threshold=0.12500000000000003 0.10711000000000002 0.088225000000000012 0.016310000000000002 0.091220000000000009 -0.059649999999999988 -0.078934999999999991
decision_type=2 2 2 2 2 2 2
left_child=1 2 6 4 5 -4 -1
right_child=-2 -3 3 -5 -6 -7 -8
leaf_value=-0.023816369065549292 0.011438833214488093 -0.022456208168263721 -0.02461501729302136 0.025519619465163526 0.015446432107970032 0.0035971302524316728 0.002381068437350857
leaf_weight=0.0012658382664957574 0.0014740452010995704 0.0010404338376351413 0.0012085045185511404 0.0012648066582148492 0.0015656918901675683 0.0015175325373356363 0.0017143256852113343
leaf_count=994 279 232 327 193 199 536 361
internal_value=0 -0.00180188 0.000715428 0.00579014 -2.42895e-05 -0.00890986 -0.00874641
internal_weight=0 0.00957713 0.0085367 0.00555654 0.00429173 0.00272604 0.00298016
internal_count=3121 2842 2610 1255 1062 863 1355
is_linear=0
shrinkage=0.1


Tree=4070
num_leaves=12
num_cat=0
split_feature=484 42 3 15 0 15 0 0 15 1 16
split_gain=0.000165232 0.00010446 9.87285e-05 0.000100777 7.2761e-05 9.3346e-05 0.000138629 0.00020971 0.00011342 9.88026e-05 8.96069e-05
threshold=-0.0068949999999999992 -0.11051499999999999 -0.10519499999999998 -1.0000000180025095e-35 -0.052984999999999997 0.090455000000000021 -0.077809999999999976 -0.12333499999999999 -0.09551999999999998 0.11061500000000002 -0.094359999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 5 6 7 9 -9 10 -4
right_child=1 2 4 -5 -6 -7 -8 8 -10 -11 -12
leaf_value=-0.00077194178960030425 -0.00055692965140114999 0.00089551589997736211 2.3360890743828916e-05 0.00010876383790047845 -0.00036095764407284537 0.000555107020035529 0.0006573787329563122 -0.00016697397096173316 -0.0010734339652774744 -0.00029690537478622357 0.00083345465712528113
leaf_weight=0.001013992520849538 0.0010055049500885633 0.0010861885333410628 0.0010484183152486282 0.001477314802373625 0.0016863900147295807 0.0013586748778383053 0.0010027656994757795 0.0010733916354502078 0.0010496791285967623 0.0010977851243856532 0.0010514468494378301
leaf_count=503 159 117 83 188 278 375 231 219 770 105 93
internal_value=0 5.00072e-05 0.000101153 0.000442121 7.85486e-06 8.88167e-05 -1.13712e-05 -0.000137407 -0.000615142 0.000179784 0.000428992
internal_weight=0 0.0129376 0.0119321 0.0025635 0.00936855 0.00768216 0.00632349 0.00532072 0.00212307 0.00319765 0.00209987
internal_count=3121 2618 2459 305 2154 1876 1501 1270 989 281 176
is_linear=0
shrinkage=0.00196078


Tree=4071
num_leaves=10
num_cat=0
split_feature=484 16 151 2 3 0 4 13 4
split_gain=6.14797e-05 4.60968e-05 9.40986e-05 8.40771e-05 0.000132094 7.31907e-05 7.07507e-05 0.000113873 0.000109177
threshold=-1.0000000180025095e-35 -0.014034999999999997 -0.044604999999999992 0.099185000000000009 -0.08824499999999999 -0.10224499999999999 -0.49405499999999997 -0.074044999999999986 -0.033174999999999989
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 -4 -6 -3 -8 -9
right_child=1 6 3 -5 5 -7 7 8 -10
leaf_value=-0.00046203212531846223 -0.0006039969725774438 -0.00027609088935387477 -0.00074294943873299602 0.00037733369901336009 -0.00028531477686797582 0.00034101422603731527 0.00081937167469952959 -0.00043204343471925979 0.00037222032400965541
leaf_weight=0.0010517634322069836 0.0010772463509405661 0.0010540221039004039 0.0010144755502243955 0.0018103860433376084 0.0012382556617716901 0.0017050346687514043 0.0011373538729181859 0.0010102360670479463 0.0018144143065756738
leaf_count=515 173 131 307 341 128 718 339 204 265
internal_value=0 3.26028e-05 -7.20323e-05 2.73162e-05 -0.000132791 7.75148e-05 0.000175399 0.00029551 8.45754e-05
internal_weight=0 0.0118614 0.0068454 0.00576815 0.00395777 0.00294329 0.00501603 0.003962 0.00282465
internal_count=3121 2606 1667 1494 1153 846 939 808 469
is_linear=0
shrinkage=0.00196078


Tree=4072
num_leaves=11
num_cat=0
split_feature=484 41 3 3 2 1 43 151 15 3
split_gain=0.000134078 6.60168e-05 8.89918e-05 8.16412e-05 6.11564e-05 8.09113e-05 0.000131915 0.00013164 5.49403e-05 4.69289e-05
threshold=-0.0068949999999999992 0.075585000000000013 -0.10519499999999998 -0.078934999999999991 0.083795000000000022 0.10508500000000001 0.13895500000000002 -0.0071249999999999985 -0.040439999999999997 0.12745000000000004
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 8 6 7 -6 -5 -7
right_child=1 -3 3 4 5 9 -8 -9 -10 -11
leaf_value=-0.00068388303412901714 0.0004862661944639906 -0.0004180496872825954 -0.00035408397399497917 9.5953936090733188e-05 2.6565789780586979e-05 0.00055665643067224243 0.00036490100897346926 -0.000921843205349065 0.00068531768164265081 -2.2342648454707462e-05
leaf_weight=0.0010304368214073501 0.0018678960441679089 0.0010553071172316872 0.0018309280346671909 0.0013448031511105424 0.0010730390439429123 0.0011492703419150479 0.0010710705959402164 0.0011830170751806913 0.0011100861264983484 0.0010122207291173996
leaf_count=503 253 146 1074 178 84 160 90 357 153 123
internal_value=0 5.15482e-05 9.41144e-05 1.91741e-05 0.000105208 -9.85355e-06 -0.00020174 -0.000470755 0.000362461 0.000285513
internal_weight=0 0.0126976 0.0116423 0.00977444 0.00794351 0.00548862 0.00332713 0.00225606 0.00245489 0.00216149
internal_count=3121 2618 2472 2219 1145 814 531 441 331 283
is_linear=0
shrinkage=0.00196078


Tree=4073
num_leaves=9
num_cat=0
split_feature=14 15 15 49 16 2 3 1
split_gain=2.24708e-05 4.27236e-05 3.50379e-05 0.00012981 5.91187e-05 0.000100021 0.000115726 0.000110387
threshold=-1.0000000180025095e-35 -0.10653 -0.037864999999999989 -0.043469999999999995 0.38525000000000004 0.10613000000000002 -0.059315 0.077845000000000011
decision_type=2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 5 6 7 -4
right_child=1 2 4 -5 -6 -7 -8 -9
leaf_value=-0.014259153615549853 0.017229203077189729 0.013010703556187468 -0.022875697626575854 -0.032840388945770717 0.024021965282050695 -0.026975608135719642 0.031304379602984482 0.018268657690063982
leaf_weight=0.0010118734453332988 0.00145464020966254 0.0011628293410308043 0.0015601533763674898 0.0013165488252104569 0.0010773382111081871 0.001202644297012001 0.0012363342749036874 0.0011203186005095233
leaf_count=161 388 213 902 596 122 182 154 403
internal_value=0 0.00136939 -0.00128965 -0.0113362 0.00273005 -0.00175063 0.00599463 -0.00567918
internal_weight=0 0.0101308 0.00867617 0.00247938 0.00619679 0.00511945 0.00391681 0.00268047
internal_count=3121 2960 2572 809 1763 1641 1459 1305
is_linear=0
shrinkage=0.1


Tree=4074
num_leaves=10
num_cat=0
split_feature=484 42 47 42 43 16 48 15 16
split_gain=0.000103467 7.44293e-05 8.10588e-05 8.38763e-05 9.40435e-05 8.7892e-05 0.000140566 0.000139607 7.01011e-05
threshold=-1.0000000180025095e-35 0.10256000000000001 0.10980000000000002 -1.0000000180025095e-35 -0.08287499999999999 0.22339500000000004 0.086260000000000017 0.035560000000000008 -0.008904999999999998
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 -5 6 7 8 -6
right_child=1 -3 -4 4 5 -7 -8 -9 -10
leaf_value=-0.00059687381134547013 -0.00036385708090650901 -0.00044761478101424778 0.0005425628766789997 0.00053401930840229735 0.00030752819080542962 -0.00049140005478262648 -0.00039588229425072829 -0.00027838912163599672 0.00095129916389321851
leaf_weight=0.0010438235805351028 0.0017081580646426042 0.0010724818433202809 0.0013561678961100934 0.0016383233758543187 0.001807541782580256 0.0011198245924118853 0.0015158948348231865 0.0011223211764043034 0.0010157575943653676
leaf_count=515 775 310 119 318 278 205 147 325 129
internal_value=0 4.60033e-05 9.2919e-05 3.14964e-05 0.000113656 9.0133e-06 0.000111618 0.000306598 0.000539142
internal_weight=0 0.0123565 0.011284 0.00992782 0.00821966 0.00658134 0.00546152 0.00394562 0.0028233
internal_count=3121 2606 2296 2177 1402 1084 879 732 407
is_linear=0
shrinkage=0.00196078


Tree=4075
num_leaves=7
num_cat=0
split_feature=1 42 133 15 2 0
split_gain=2.10088e-05 4.28442e-05 5.10925e-05 6.31848e-05 6.39834e-05 8.15806e-05
threshold=0.12500000000000003 0.092145000000000019 0.083950000000000011 0.035560000000000008 0.099515000000000006 -0.10151999999999999
decision_type=2 2 2 2 2 2
left_child=1 2 3 4 5 -1
right_child=-2 -3 -4 -5 -6 -7
leaf_value=0.0066291971865429129 0.01100188432474589 -0.017775482756110489 0.016550561386743427 -0.023973862181924894 0.016208181814180472 -0.024613877312855203
leaf_weight=0.001977551195581267 0.0014897830165390034 0.0014233110178133558 0.0016835301644052957 0.0011761810387043133 0.001925736098012238 0.0014475009575947539
leaf_count=154 279 566 672 667 355 428
internal_value=0 -0.00175846 0.00101814 -0.00298821 0.00162474 -0.0065748
internal_weight=0 0.00963381 0.0082105 0.00652697 0.00535079 0.00342505
internal_count=3121 2842 2276 1604 937 582
is_linear=0
shrinkage=0.1


Tree=4076
num_leaves=9
num_cat=0
split_feature=0 15 16 15 16 0 49 0
split_gain=2.09426e-05 5.15954e-05 4.99868e-05 4.44656e-05 0.000118249 6.77865e-05 7.0868e-05 4.42077e-05
threshold=-0.061629999999999997 -1.0000000180025095e-35 0.15891500000000003 -0.0063699999999999989 -0.056919999999999991 -0.10836499999999999 -0.0060549999999999988 -0.10011499999999998
decision_type=2 2 2 2 2 2 2 2
left_child=3 -2 -3 4 5 6 -1 -5
right_child=1 2 -4 7 -6 -7 -8 -9
leaf_value=0.008758542280627132 0.023532341149913101 0.014225900172319762 -0.014614899023183381 0.020073448186908614 -0.034597702167618198 0.022140959459919139 -0.026013854310126507 -0.0050896211377337445
leaf_weight=0.0011762416860349348 0.0011647175178823915 0.0010653425532566466 0.001378630102026504 0.0013346654931915003 0.0013043398708605979 0.001036611476157336 0.0011682346394906451 0.0014640579796911827
leaf_count=130 267 148 169 169 700 362 174 1002
internal_value=0 0.00621152 -0.00204302 -0.00306299 -0.00902025 0.000846902 -0.00856828 0.00691024
internal_weight=0 0.00360869 0.00244397 0.00748415 0.00468543 0.00338109 0.00234448 0.00279872
internal_count=3121 584 317 2537 1366 666 304 1171
is_linear=0
shrinkage=0.1


Tree=4077
num_leaves=9
num_cat=0
split_feature=47 4 4 2 48 2 16 0
split_gain=2.24468e-05 6.67885e-05 7.0744e-05 4.46924e-05 4.97169e-05 5.02355e-05 6.03675e-05 5.79444e-06
threshold=0.12431000000000002 0.24564500000000003 0.055260000000000011 0.10981000000000002 0.083985000000000018 0.090675000000000019 -0.078844999999999985 -0.15090499999999998
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 -1 -3
right_child=-2 7 -4 -5 -6 -7 -8 -9
leaf_value=0.018147577581051677 -0.01383210171593053 0.012334378329970315 -0.024663682281190605 0.018245565519128457 0.012806387015447543 -0.023850378995569237 -0.013048503247482857 0.023065971429035891
leaf_weight=0.0010548114440223331 0.0010665894770380191 0.0010048651591509456 0.0012366986209287343 0.0012711891546784574 0.0015177957459013734 0.0013829121793538721 0.0015058381748708353 0.0010076735525188507
leaf_count=578 91 99 246 270 356 433 745 303
internal_value=0 0.00143033 -0.00268032 0.00135779 -0.00257302 -0.00849223 -0.000197865 0.0177077
internal_weight=0 0.00998178 0.00796925 0.00673255 0.00546136 0.00394356 0.00256065 0.00201254
internal_count=3121 3030 2628 2382 2112 1756 1323 402
is_linear=0
shrinkage=0.1


Tree=4078
num_leaves=10
num_cat=0
split_feature=484 16 151 1 13 160 13 13 16
split_gain=9.32018e-05 7.25478e-05 0.000103506 7.9846e-05 0.000114515 6.99936e-05 8.15933e-05 0.000149733 3.72042e-05
threshold=-1.0000000180025095e-35 -0.014034999999999997 -0.044604999999999992 0.10752500000000002 -0.085154999999999995 -0.081069999999999989 -0.061684999999999997 0.043850000000000007 -0.083134999999999987
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 -4 -3 -7 -8 -6
right_child=1 5 3 -5 8 6 7 -9 -10
leaf_value=-0.00056667700568363089 -0.00064216300950827043 0.0006756556927078473 -0.00066918814532838911 0.00037279563144837637 0.00022247667723302453 0.00043998075511137309 -0.00067168506473434982 0.00030751678742605652 -0.00024020409377225037
leaf_weight=0.0010596988049620766 0.0011014123181407537 0.001023717644881416 0.001118295442817361 0.0016864677392836652 0.001980143819890852 0.0016415708232291083 0.0010767628911412487 0.0013570838831979699 0.001008467017855503
leaf_count=515 173 227 300 259 429 306 241 165 506
internal_value=0 3.99694e-05 -9.11748e-05 1.35768e-05 -0.000133933 0.000217296 0.000102159 -0.000125694 6.63512e-05
internal_weight=0 0.0119939 0.00689479 0.00579337 0.00410691 0.00509914 0.00407542 0.00243385 0.00298861
internal_count=3121 2606 1667 1494 1235 939 712 406 935
is_linear=0
shrinkage=0.00196078


Tree=4079
num_leaves=9
num_cat=0
split_feature=3 3 39 12 3 2 3 1
split_gain=2.12715e-05 4.98384e-05 7.45166e-05 5.18216e-05 8.31559e-05 8.15829e-05 3.84383e-05 2.55146e-05
threshold=0.149315 0.10893000000000001 0.0046100000000000004 0.092355000000000007 -0.10519499999999998 0.088225000000000012 -0.080634999999999984 0.08844500000000001
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 5 -5 7 -7 -1
right_child=-2 -3 -4 4 -6 6 -8 -9
leaf_value=-0.02286287990890264 0.012878557251355392 -0.019232344264731603 0.024856629004000833 0.0037602673552268222 -0.035366170150052965 0.025167419131556325 0.002514793867605605 -0.0013196544426205875
leaf_weight=0.0010501841918645956 0.0011416948552857966 0.0013712185456669088 0.0011608667291560073 0.0011111767787778982 0.0010626677544541569 0.0014876462486995172 0.0015088143888309161 0.0011536870454389922
leaf_count=836 168 96 333 190 692 370 231 205
internal_value=0 -0.00153628 0.00130672 -0.00240058 -0.0153664 0.0030194 0.0137611 -0.0115854
internal_weight=0 0.00990626 0.00853504 0.00737418 0.00217384 0.00520033 0.00299646 0.00220387
internal_count=3121 2953 2857 2524 882 1642 601 1041
is_linear=0
shrinkage=0.1


Tree=4080
num_leaves=10
num_cat=0
split_feature=484 42 3 15 133 15 151 0 47
split_gain=8.29449e-05 4.66735e-05 7.25161e-05 0.000109015 8.6678e-05 0.000100052 0.000100583 6.39409e-05 0.000105266
threshold=-1.0000000180025095e-35 0.10256000000000001 -0.10023499999999998 -1.0000000180025095e-35 0.076280000000000014 0.035560000000000008 -0.044604999999999992 -0.12333499999999999 0.09550500000000002
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 6 -4 -8 -9
right_child=1 -3 4 -5 -6 -7 7 8 -10
leaf_value=-0.0005429979218080802 0.00084527730195088874 -0.00035924110914332675 -0.00055221622599156662 5.6115296643006285e-06 0.00037437349888022278 -0.00062031633440699763 0.00041317388817607356 -0.00049807481354471178 0.00032804823554599016
leaf_weight=0.0010088164132834023 0.0010749073805349542 0.0010121414943422688 0.0010045358876382138 0.0013300671291261073 0.0017979403127816717 0.0012112879769770532 0.00183522087986315 0.0011557108155034481 0.0012179285019197558
leaf_count=515 143 310 163 203 559 629 144 353 102
internal_value=0 4.30962e-05 8.14136e-05 0.000380902 -6.1814e-06 -0.000112679 5.26589e-06 0.000138321 -7.41861e-05
internal_weight=0 0.0116397 0.0106276 0.00240497 0.00822262 0.00642468 0.0052134 0.00420886 0.00237364
internal_count=3121 2606 2296 346 1950 1391 762 599 455
is_linear=0
shrinkage=0.00196078


Tree=4081
num_leaves=8
num_cat=0
split_feature=484 15 151 3 12 16 0
split_gain=1.93279e-05 3.65515e-05 6.882e-05 6.63868e-05 9.5352e-05 4.83636e-05 6.73726e-05
threshold=0.085515000000000022 -0.11713499999999999 -0.077429999999999985 -0.074084999999999998 0.089735000000000023 -0.094359999999999986 -0.098289999999999975
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -3 4 -4 -5 -7
right_child=-2 2 3 5 -6 6 -8
leaf_value=-0.01548676725558288 0.012474960263710819 0.024344092072345443 -0.012449069931088613 -0.027753798079315287 0.02283116297684528 0.014025959506929614 -0.016897239758878201
leaf_weight=0.0015619726896720374 0.0011090260665373034 0.0011118773774869096 0.0012918639728633054 0.0011925191602160067 0.0018821996156864734 0.0012212424274982703 0.0016652801716512278
leaf_count=400 341 321 779 128 676 104 372
internal_value=0 -0.00144439 0.0011777 -0.00237363 0.00847188 -0.010813 -0.00381412
internal_weight=0 0.00992696 0.00836498 0.00725311 0.00317406 0.00407904 0.00288652
internal_count=3121 2780 2380 2059 1455 604 476
is_linear=0
shrinkage=0.1


Tree=4082
num_leaves=9
num_cat=0
split_feature=484 4 150 42 43 3 1 2
split_gain=9.39295e-05 7.3203e-05 6.54156e-05 4.67688e-05 6.05931e-05 8.78965e-05 8.53105e-05 0.000123806
threshold=-1.0000000180025095e-35 0.27044500000000005 0.086615000000000011 0.092145000000000019 0.12450000000000001 0.090900000000000009 0.077565000000000009 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 6 -2 -8
right_child=1 -3 -4 -5 -6 -7 7 -9
leaf_value=-0.00056912640013826496 -0.00015925440098205084 0.00042586330624613957 -0.00039461787356826264 -0.00027549752433019676 0.000535446465315212 -0.00035664990258374516 6.2843054879504269e-05 0.00091131008001055149
leaf_weight=0.0010470669848778981 0.0017966818556472723 0.0016566715734111026 0.001514178336030945 0.0014456803219223156 0.0010964596601210578 0.0016235353256035534 0.0017235861353385798 0.0010727076688275272
leaf_count=515 828 346 247 406 146 135 312 186
internal_value=0 4.33823e-05 -1.82994e-05 4.67578e-05 0.000110464 3.55057e-05 0.000174126 0.00038833
internal_weight=0 0.0119295 0.0102728 0.00875865 0.00731297 0.00621651 0.00459298 0.00279629
internal_count=3121 2606 2260 2013 1607 1461 1326 498
is_linear=0
shrinkage=0.00196078


Tree=4083
num_leaves=9
num_cat=0
split_feature=13 3 39 12 2 49 4 12
split_gain=2.07137e-05 4.65698e-05 6.61309e-05 4.57999e-05 9.49392e-05 7.80598e-05 5.04291e-05 1.97795e-05
threshold=-0.23438999999999996 0.10893000000000001 0.085060000000000011 0.092355000000000007 0.10222000000000002 -0.00064499999999999985 -0.077834999999999988 0.10345000000000001
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 -2 -7 -5
right_child=1 -3 -4 7 -6 6 -8 -9
leaf_value=0.011834249518228902 -0.024397096246588791 -0.018417196095917781 0.025249441424667535 -0.024820623391825766 0.030174814902423793 -0.010509876847371395 0.015961986637803481 -0.0051096399199526653
leaf_weight=0.0012954485471522699 0.0012799302482696369 0.001412127952580223 0.0010069831531800246 0.0010036344566871722 0.0010235612195298571 0.0012177413736715044 0.0017593186748207112 0.0010331717820135713
leaf_count=169 320 111 302 560 186 648 509 316
internal_value=0 -0.0016257 0.00122279 -0.00208366 0.00282984 -0.00374506 0.00513389 -0.0148222
internal_weight=0 0.00973647 0.00832434 0.00731736 0.00528055 0.00425699 0.00297706 0.00203681
internal_count=3121 2952 2841 2539 1663 1477 1157 876
is_linear=0
shrinkage=0.1


Tree=4084
num_leaves=10
num_cat=0
split_feature=484 4 150 12 47 0 1 12 52
split_gain=9.92481e-05 6.5771e-05 4.89302e-05 7.91401e-05 7.41089e-05 0.000104452 0.00017332 0.000106403 6.57014e-05
threshold=-1.0000000180025095e-35 0.27044500000000005 0.086615000000000011 -0.040564999999999997 0.09550500000000002 -0.11013499999999998 0.090475000000000014 0.088305000000000008 0.090245000000000006
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 -5 7 -7 -9
right_child=1 -3 -4 4 -6 6 -8 8 -10
leaf_value=-0.00058679592621933363 -0.00047307903534659479 0.00040873038787760216 -0.00034067134925138055 0.00048524851991162664 0.0005073727490291812 -0.00042098320959160583 -0.00083576642256892163 0.00058965405939298099 -2.7278755903557225e-05
leaf_weight=0.0010296872629945502 0.0010046782893067298 0.0016684203462364452 0.0014813925765529276 0.001426022262098754 0.0014745232880849814 0.0011641789799730585 0.0010219620366762926 0.0013659820782857028 0.0012908601831313367
leaf_count=515 172 346 247 158 154 534 303 391 301
internal_value=0 4.77478e-05 -1.11275e-05 4.46764e-05 0.000111852 1.88224e-05 -0.000118517 7.33165e-05 0.00028991
internal_weight=0 0.011898 0.0102296 0.00874821 0.00774353 0.00626901 0.00484298 0.00382102 0.00265684
internal_count=3121 2606 2260 2013 1841 1687 1529 1226 692
is_linear=0
shrinkage=0.00196078


Tree=4085
num_leaves=10
num_cat=0
split_feature=47 42 484 43 12 2 13 0 3
split_gain=9.20895e-05 9.71529e-05 0.000102388 0.000110189 0.000113707 0.000106917 8.54446e-05 7.41806e-05 4.4718e-05
threshold=0.13148500000000005 0.09832500000000001 0.085515000000000022 -0.15323999999999996 0.092355000000000007 0.089775000000000008 -0.074044999999999986 -0.10224499999999999 0.10893000000000001
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 7 -7 -5 -8
right_child=-2 -3 -4 4 -6 6 8 -9 -10
leaf_value=0.0004380199701213024 -0.00056367165791408667 0.00055325038027561322 0.0005018982009134755 -0.00076527842626221572 -0.00059924550561013133 0.00050758368549724147 0.00012290083189747282 -9.9470836915931734e-05 -0.00039603404693063502
leaf_weight=0.0013501800382444721 0.0010562275926071099 0.0012707488858569012 0.0012926054852860159 0.0010429892740314625 0.0018262557718305939 0.0015642476900874338 0.0017524479499503379 0.0016790861732748918 0.001004318432057616
leaf_count=186 65 394 302 107 523 268 254 950 72
internal_value=0 3.87433e-05 -1.80497e-05 -8.38148e-05 -0.000163254 -5.02021e-05 0.000141545 -0.000354581 -6.61525e-05
internal_weight=0 0.0127829 0.0115121 0.0102195 0.00886935 0.00704309 0.00432101 0.00272208 0.00275677
internal_count=3121 3056 2662 2360 2174 1651 594 1057 326
is_linear=0
shrinkage=0.00196078


Tree=4086
num_leaves=11
num_cat=0
split_feature=484 42 43 15 16 16 48 42 16 1
split_gain=0.000132629 9.44947e-05 0.000132334 9.06889e-05 7.00397e-05 7.00313e-05 8.61701e-05 0.000118518 0.000117085 0.000133874
threshold=-0.0068949999999999992 -0.11051499999999999 -0.17390999999999998 -0.10653 -0.43320999999999993 0.22339500000000004 0.085875000000000021 0.086325000000000013 -0.013324999999999998 0.08864000000000001
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 -4 6 7 8 9 -5
right_child=1 2 3 5 -6 -7 -8 -9 -10 -11
leaf_value=-0.00069002456891560171 -0.00053373622630701982 0.00064442616292632144 1.7859375584692609e-05 0.00044462132827252475 0.00074454908061964437 -0.00045196119130812301 -0.00036958015196833825 -0.00035825640427736706 0.00080095269665798083 -0.00046682586088512011
leaf_weight=0.0010235814457343088 0.0010072730979593597 0.0014614989054379931 0.0010067819150765202 0.0015156032778665548 0.0010332590352312384 0.0015456921188662385 0.0017295348816094708 0.0013746681296978071 0.0012653883608413474 0.0010479919463691647
leaf_count=503 159 129 156 463 261 307 221 562 222 138
internal_value=0 4.307e-05 9.1566e-05 1.47515e-05 0.00038592 -7.45526e-05 9.58731e-06 0.000135611 0.000312918 7.20238e-05
internal_weight=0 0.0129877 0.0119804 0.0105189 0.00204004 0.00847888 0.00693319 0.00520365 0.00382898 0.0025636
internal_count=3121 2618 2459 2330 417 1913 1606 1385 823 601
is_linear=0
shrinkage=0.00196078


Tree=4087
num_leaves=9
num_cat=0
split_feature=52 16 43 133 3 51 1 0
split_gain=2.17025e-05 5.65171e-05 6.97472e-05 0.000107653 5.01264e-05 6.48222e-05 5.35847e-05 4.18829e-05
threshold=-0.24456499999999998 0.19444000000000003 -0.092909999999999979 0.076280000000000014 -0.11255999999999998 0.081440000000000026 0.090965000000000004 -0.13843999999999998
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 -4 6 -6 -8
right_child=1 -3 3 -5 5 -7 7 -9
leaf_value=-0.01339209386371455 -0.020005353617028685 0.021081713847797705 0.018033791180148924 0.032356233265018172 -0.029895072039364524 0.010888708651754184 0.0082312484159122578 -0.019394193730859433
leaf_weight=0.0010996924912308548 0.0016462153589055038 0.0012743383605063443 0.0010101822081299795 0.0010525058506358756 0.0013054739611458423 0.0015192914724927974 0.0012051646996372734 0.0010076785525352577
leaf_count=364 374 142 143 709 754 246 128 261
internal_value=0 0.00140681 -0.00145976 0.00284007 -0.00229667 -0.0063735 -0.0138277 -0.00434875
internal_weight=0 0.0100209 0.00874651 0.0071003 0.00604779 0.00503761 0.00351832 0.00221284
internal_count=3121 2757 2615 2241 1532 1389 1143 389
is_linear=0
shrinkage=0.1


Tree=4088
num_leaves=9
num_cat=0
split_feature=1 42 403 457 2 1 15 12
split_gain=1.92779e-05 5.89741e-05 4.63086e-05 5.23439e-05 5.23814e-05 5.33637e-05 0.000164401 0.000120384
threshold=0.122185 0.092145000000000019 0.03138500000000001 0.080930000000000016 0.11293500000000002 0.086560000000000012 -0.10091499999999999 0.086915000000000006
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 7 -7 -1
right_child=-2 -3 -4 -5 -6 6 -8 -9
leaf_value=0.025201556193185579 0.0097231046946446836 -0.021578144085482719 0.020588872612252361 0.016226789906803211 0.014192153340009422 0.0044535483962406834 -0.048778930611503526 -0.020992139364802265
leaf_weight=0.0010532158127164073 0.0017068714839914888 0.0013022654903403061 0.0010837022429668192 0.0013292625186413663 0.0010616469188414338 0.0012084429982997941 0.0011158947880160574 0.001214961071055864
leaf_count=568 305 552 265 203 175 84 430 539
internal_value=0 -0.0018319 0.00135571 -0.00162893 -0.00582672 -0.0104545 -0.0211029 0.000457656
internal_weight=0 0.00936939 0.00806713 0.00698342 0.00565416 0.00459251 0.00232434 0.00226818
internal_count=3121 2816 2264 1999 1796 1621 514 1107
is_linear=0
shrinkage=0.1


Tree=4089
num_leaves=9
num_cat=0
split_feature=14 15 52 15 49 3 52 4
split_gain=1.88628e-05 3.94371e-05 3.76208e-05 7.39405e-05 0.000118554 0.000116733 7.28275e-05 6.20918e-05
threshold=-1.0000000180025095e-35 -0.10653 0.11434500000000002 -0.016799999999999995 -0.043469999999999995 0.10542000000000001 -0.0064899999999999992 -0.082109999999999975
decision_type=2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 -3 6 -5 -8
right_child=1 2 -4 5 -6 -7 7 -9
leaf_value=-0.013063321389901364 0.016649045376873724 0.011336259039473771 -0.018911136581588647 -0.022370976636942964 -0.030465535386973455 0.038065143598440272 0.024375669647204418 -0.0059777669042177239
leaf_weight=0.0010118383579556705 0.0014283417860816014 0.0012217613361166606 0.0010624410080460481 0.0010205487507943226 0.0015257234707186538 0.0010554579672626407 0.0013298536752243215 0.0013663860436730515
leaf_count=161 388 224 377 429 573 73 395 501
internal_value=0 0.00126371 -0.00129689 0.00119178 -0.011877 0.00871573 0.000381368 0.00899332
internal_weight=0 0.0100105 0.00858217 0.00751973 0.00274748 0.00477225 0.00371679 0.00269624
internal_count=3121 2960 2572 2195 797 1398 1325 896
is_linear=0
shrinkage=0.1


Tree=4090
num_leaves=8
num_cat=0
split_feature=484 42 0 43 2 4 42
split_gain=1.97738e-05 3.64993e-05 4.30479e-05 6.80367e-05 4.92231e-05 0.000115045 3.76631e-05
threshold=0.085515000000000022 0.08623500000000002 -0.019414999999999998 -1.0000000180025095e-35 0.11215000000000001 0.053180000000000012 0.092145000000000019
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 -1 5 -5 -3
right_child=-2 6 -4 4 -6 -7 -8
leaf_value=-0.028793705413956906 0.012628573735511362 0.02105609373774725 0.0091300797988490192 -0.01474013993650094 -0.019032594663027366 0.026497636265681152 -0.002002616125417485
leaf_weight=0.0013791484345427743 0.0011067907038762254 0.0012505570032696088 0.0015817382632265214 0.001441619697732135 0.0013027607567881114 0.0012746914351068443 0.0016337370333804344
leaf_count=903 341 457 242 300 182 95 601
internal_value=0 -0.00146768 -0.00537792 -0.00962893 -0.00305252 0.00461163 0.00799506
internal_weight=0 0.00986425 0.00697996 0.00539822 0.00401907 0.00271631 0.00288429
internal_count=3121 2780 1722 1480 577 395 1058
is_linear=0
shrinkage=0.1


Tree=4091
num_leaves=11
num_cat=0
split_feature=484 133 52 16 4 2 0 0 0 15
split_gain=0.000105462 7.18333e-05 8.27609e-05 0.000107439 7.45118e-05 8.49151e-05 9.07798e-05 0.000156756 0.000142388 4.13335e-05
threshold=-1.0000000180025095e-35 0.10622000000000002 0.096795000000000006 -0.008904999999999998 0.40473500000000007 0.11215000000000001 -0.10607499999999999 -0.084269999999999984 -0.053834999999999994 -0.093244999999999981
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 -4 5 6 9 -8 -9 -2
right_child=1 -3 3 -5 -6 -7 7 8 -10 -11
leaf_value=-0.00060801464770477277 7.6959757772129584e-05 -0.00045467674039136188 -2.0257388846451196e-05 0.00086813448273570125 0.00047835715284737414 -0.0005645839528344883 -0.00071799388450283588 0.00058212638762756262 -0.00031914772225793444 0.000586637795982337
leaf_weight=0.0010396753591189441 0.0012860000669088212 0.001017258465829546 0.0010100372100610307 0.0010862225045704401 0.0011186877632770693 0.0011107378037299651 0.0013036772304583651 0.0012861371246112357 0.0014158446758763905 0.0011667704789612137
leaf_count=515 108 370 360 79 222 196 472 472 213 114
internal_value=0 4.34077e-05 9.03917e-05 0.000440082 6.01621e-06 -6.37936e-05 2.23337e-05 -0.000159575 0.000109857 0.000319411
internal_weight=0 0.0118014 0.0107841 0.00209626 0.00868786 0.00756917 0.00645843 0.00400566 0.00270198 0.00245277
internal_count=3121 2606 2236 439 1797 1575 1379 1157 685 222
is_linear=0
shrinkage=0.00196078


Tree=4092
num_leaves=9
num_cat=0
split_feature=1 42 484 42 457 133 4 2
split_gain=2.248e-05 4.77335e-05 4.35496e-05 6.42746e-05 4.63718e-05 6.80725e-05 6.60169e-05 6.56025e-05
threshold=0.122185 0.092145000000000019 0.084040000000000017 0.08623500000000002 0.045365000000000009 0.076280000000000014 0.053180000000000012 0.094835000000000017
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 7 -1
right_child=-2 -3 -4 -5 -6 -7 -8 -9
leaf_value=-0.047455580407762099 0.010546440938085024 -0.019797578514226661 0.019971116957434889 0.018644907820285481 0.01279501609612985 0.011651489986696642 -0.0021603034164800299 -0.011236100200639495
leaf_weight=0.0010002726842613346 0.0016932431372506202 0.0012942782863780899 0.0010416866796365632 0.0012431064846443064 0.0010261956905069768 0.0010561098763836423 0.0016135600120827445 0.0010000297743718851
leaf_count=574 305 552 288 450 167 361 161 263
internal_value=0 -0.00198352 0.0009054 -0.00195664 -0.00645263 -0.0106822 -0.0172089 -0.029348
internal_weight=0 0.00927524 0.00798096 0.00693927 0.00569617 0.00466997 0.00361386 0.0020003
internal_count=3121 2816 2264 1976 1526 1359 998 837
is_linear=0
shrinkage=0.1


Tree=4093
num_leaves=11
num_cat=0
split_feature=48 0 2 52 1 15 13 42 42 2
split_gain=0.000117944 0.000113322 0.000149386 6.08472e-05 9.62612e-05 0.000201697 0.000149152 8.10713e-05 5.11307e-05 5.00087e-05
threshold=0.12737000000000001 -0.17169499999999996 0.10467500000000002 -0.26636999999999994 0.11323000000000001 -0.10324499999999999 -0.017449999999999997 0.086325000000000013 -1.0000000180025095e-35 0.088745000000000004
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -3 5 -5 7 -7 -8 -10
right_child=-2 3 -4 4 -6 6 8 -9 9 -11
leaf_value=-3.490034822934775e-05 -0.00065290065632397313 -0.00048985438438753869 0.00098605017014951864 -0.00086360637329587603 0.00049986998513869773 -6.0211252949765361e-06 -4.1391265810605811e-06 -0.00065355906199364823 0.00076875972066809339 0.00018487309745122716
leaf_weight=0.0011675474853892779 0.0010070972524308134 0.0010514021885949685 0.001043455557026108 0.0010728883973823156 0.0013098302702221802 0.0019380810346199533 0.0011249995886955591 0.0012058684052283053 0.0012565929454909459 0.001023148824745905
leaf_count=92 96 335 81 226 321 434 576 737 110 113
internal_value=0 4.52728e-05 0.000446925 -4.36855e-05 8.83737e-06 -7.55506e-05 5.35586e-05 -0.000254386 0.000337915 0.000506711
internal_weight=0 0.0121938 0.002211 0.00998281 0.00893141 0.00762158 0.00654869 0.00314395 0.00340474 0.00227974
internal_count=3121 3025 173 2852 2517 2196 1970 1171 799 223
is_linear=0
shrinkage=0.00196078


Tree=4094
num_leaves=10
num_cat=0
split_feature=41 3 42 3 49 15 12 3 4
split_gain=8.07428e-05 7.14528e-05 7.46639e-05 0.000136889 0.000103134 0.000166893 0.000144693 0.000111041 7.71828e-06
threshold=0.075585000000000013 -0.10519499999999998 0.091295000000000015 -0.078934999999999991 -0.054984999999999992 -0.016799999999999995 0.088365000000000013 0.10542000000000001 -0.14723499999999998
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 8 3 -3 -5 7 -7 -6 -1
right_child=-2 2 -4 4 5 6 -8 -9 -10
leaf_value=0.00011638963573668207 -0.00067333062067094301 -0.00085132782425777112 0.00023235831943217778 -0.00059878331092278782 7.1605266331002746e-05 0.0007935907992049166 -0.00017600033590525464 -0.0006420158526149525 0.00035945193494801088
leaf_weight=0.0010081464217635838 0.0010246934841318537 0.0012061662785069179 0.0015198378253681302 0.0014851989161533685 0.0016020385021904564 0.0013682275294357141 0.0010426907622099121 0.0017585213569562066 0.0010009956877038333
leaf_count=116 170 1163 606 181 296 146 104 166 173
internal_value=0 -9.98886e-05 -0.00016779 -0.000239652 -0.000137983 -1.94032e-05 0.000374255 -0.00030182 0.000237488
internal_weight=0 0.0119918 0.00998268 0.00846284 0.00725668 0.00577148 0.00241092 0.00336056 0.00200914
internal_count=3121 2951 2662 2056 893 712 250 462 289
is_linear=0
shrinkage=0.00196078


Tree=4095
num_leaves=11
num_cat=0
split_feature=48 4 15 48 49 0 3 43 13 13
split_gain=9.03159e-05 9.40916e-05 0.000102074 0.000102864 9.29245e-05 0.000183666 0.000113372 9.57804e-05 0.000169036 6.627e-05
threshold=0.12737000000000001 0.40473500000000007 -0.11033999999999998 0.091545000000000015 -0.006494999999999999 -0.10011499999999998 -0.015584999999999998 -0.074359999999999996 -0.095304999999999987 -0.0034749999999999994
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 6 -6 -4 9 -9 -7
right_child=-2 -3 3 -5 5 7 -8 8 -10 -11
leaf_value=-0.00060106546024555176 -0.00057057354054676089 0.00052273425878045991 6.5508930417008802e-05 0.00056749359199942027 0.00063656423449192246 0.00054806206855252334 -0.0008611910762886144 0.00017985169713026589 -0.00081607575682422361 -0.00012449551216104997
leaf_weight=0.0010559664167268815 0.0010107153270729552 0.0013742038254949763 0.0010050808698936911 0.0012438162528811423 0.0016817832531428809 0.0010328764576420951 0.0010253655086624805 0.0011920916480295781 0.001454849956530575 0.0012388916178580857
leaf_count=236 96 285 274 178 173 423 122 66 1055 213
internal_value=0 3.91584e-05 -2.16365e-05 4.03253e-05 -3.56456e-05 7.71971e-05 -0.00040247 -0.000114059 -0.000367544 0.000181288
internal_weight=0 0.0123049 0.0109307 0.00987476 0.00863094 0.00660049 0.00203045 0.00491871 0.00264694 0.00227177
internal_count=3121 3025 2740 2504 2326 1930 396 1757 1121 636
is_linear=0
shrinkage=0.00196078


Tree=4096
num_leaves=10
num_cat=0
split_feature=484 43 43 4 1 43 43 0 16
split_gain=0.000110416 6.6926e-05 0.000124799 6.48542e-05 6.48331e-05 5.86863e-05 0.00010771 0.000104226 0.000122738
threshold=-1.0000000180025095e-35 -0.074359999999999996 -0.09225499999999999 0.27044500000000005 0.077845000000000011 0.016310000000000002 0.16180500000000003 -0.084144999999999984 -0.094359999999999986
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 4 5 -2 7 -7 8 -3
right_child=1 3 -4 -5 -6 6 -8 -9 -10
leaf_value=-0.00061328109870678149 -0.0004031620917072582 -0.00058336863396348622 0.0006849327932008137 0.00033028337097044925 0.00021389261244299408 0.00056024580611764227 -0.00030898593150357323 -0.00072581272224128462 0.00022500110845766652
leaf_weight=0.0010751896033314888 0.0010203857262611016 0.0011475206349537172 0.001544726060416867 0.0013286851222933565 0.0018264441799719887 0.0010781320112719533 0.0011148053938414911 0.0013604309304627469 0.0019480343064282807
leaf_count=515 252 107 537 237 164 201 186 560 362
internal_value=0 4.18122e-05 0.000236207 -6.51992e-05 -7.27754e-06 -0.00014423 0.000118362 -0.00027346 -7.46611e-05
internal_weight=0 0.0123692 0.00439156 0.00797761 0.00284683 0.00664892 0.00219294 0.00445599 0.00309555
internal_count=3121 2606 953 1653 416 1416 387 1029 469
is_linear=0
shrinkage=0.00196078


Tree=4097
num_leaves=8
num_cat=0
split_feature=1 4 3 2 3 52 52
split_gain=2.08575e-05 6.04365e-05 4.63245e-05 9.15061e-05 7.27989e-05 3.43673e-05 2.18012e-05
threshold=0.077565000000000009 -0.076229999999999978 0.083060000000000009 0.082850000000000021 -0.078934999999999991 -0.066844999999999988 0.09086000000000001
decision_type=2 2 2 2 2 2 2
left_child=1 6 3 4 -2 -4 -1
right_child=2 -3 5 -5 -6 -7 -8
leaf_value=0.01498030618400332 -0.019708593187508394 -0.021957577813341705 -0.017033457144872696 0.031454617187382079 0.013483456573551631 0.0032023199554259904 -0.0051927251243240047
leaf_weight=0.001011391490145769 0.0011420826799193142 0.0014807231297167076 0.0015080069446717081 0.001338333626457632 0.001567961503779335 0.0018925960230943987 0.001139065449092716
leaf_count=457 368 1001 144 387 344 242 178
internal_value=0 -0.00641031 0.00283309 0.0100607 -0.000504531 -0.00577129 0.00429495
internal_weight=0 0.00363118 0.00744898 0.00404838 0.00271004 0.0034006 0.00215046
internal_count=3121 1636 1485 1099 712 386 635
is_linear=0
shrinkage=0.1


Tree=4098
num_leaves=10
num_cat=0
split_feature=484 42 47 16 16 133 15 2 12
split_gain=8.27423e-05 5.84188e-05 8.03603e-05 7.72863e-05 9.66392e-05 8.62075e-05 9.11939e-05 9.73267e-05 6.47218e-05
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decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 5 8 6 7 -2 -5
right_child=1 -3 -4 4 -6 -7 -8 -9 -10
leaf_value=-0.00053786417213512678 -0.00044343054518632884 -0.00040584862667126842 0.00054563696255540914 0.00017236386743675088 -0.00025340924314384031 0.00035890404120620089 -0.00063829294679089963 0.00026931299729214553 0.00077755838862533203
leaf_weight=0.0010149043894747212 0.0013201728473796498 0.0010080435831045171 0.0012964935058392248 0.0015719904687445064 0.0010985451260357329 0.0011449265788323788 0.0015002585158215027 0.001666298506595453 0.0011965043305233462
leaf_count=515 161 310 119 306 256 309 649 256 240
internal_value=0 4.55716e-05 8.77247e-05 2.52235e-05 0.000238664 -0.000121338 -0.000243887 -4.5756e-05 0.00043392
internal_weight=0 0.0118032 0.0107952 0.0094987 0.00386704 0.00563166 0.00448673 0.00298647 0.00276849
internal_count=3121 2606 2296 2177 802 1375 1066 417 546
is_linear=0
shrinkage=0.00196078


Tree=4099
num_leaves=9
num_cat=0
split_feature=41 3 42 3 49 15 12 3
split_gain=9.35836e-05 6.73663e-05 5.55878e-05 0.00012635 8.86164e-05 0.000177765 0.000139923 0.000124099
threshold=1.0000000180025095e-35 -0.10519499999999998 0.091295000000000015 -0.078934999999999991 -0.054984999999999992 -0.016799999999999995 0.088365000000000013 0.10542000000000001
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 -5 7 -7 -6
right_child=-2 2 -4 4 5 6 -8 -9
leaf_value=0.00023746502846456303 -0.00072343128046594015 -0.00082658560345139217 0.00018443699931212234 -0.00056020007589717706 8.492388941521807e-05 0.00080837364382388237 -0.00015208084238485948 -0.00068338348144926779
leaf_weight=0.0019149613444028784 0.0010011125472386565 0.0011636409856284257 0.0014837107473637213 0.0014568733297728106 0.0015484947575290908 0.0013398248895058352 0.0010326265834854909 0.0016908648101841518
leaf_count=286 173 1163 606 181 296 146 104 166
internal_value=0 -9.86648e-05 -0.000164914 -0.000227877 -0.000129318 -1.74576e-05 0.000390329 -0.000316113
internal_weight=0 0.011631 0.00971604 0.00823233 0.00706868 0.00561181 0.00237245 0.00323936
internal_count=3121 2948 2662 2056 893 712 250 462
is_linear=0
shrinkage=0.00196078


Tree=4100
num_leaves=12
num_cat=0
split_feature=484 41 474 160 133 13 16 2 43 151 2
split_gain=0.000180973 0.000101445 0.000107775 0.000113356 0.000104395 0.000106683 0.000157518 0.000148063 9.38422e-05 0.000139934 9.92888e-05
threshold=-0.0068949999999999992 0.075585000000000013 0.084660000000000027 -0.080719999999999986 -0.0061299999999999992 -0.084034999999999985 0.23311500000000004 0.10276500000000001 -0.09225499999999999 -0.0083949999999999979 0.092235000000000025
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 -5 7 8 -6 -7 -10 -11
right_child=1 -3 -4 4 5 6 -8 -9 9 10 -12
leaf_value=-0.00080673458578729208 -0.00057052685898306232 -0.00054551971572877069 0.00071553307649859703 -0.00038688665029400497 0.0010908411737414899 -0.00056708765805589003 0.00069227168185967522 4.9414182371518574e-05 -0.00054618146306291632 -8.418999868610822e-05 0.00067397077276156749
leaf_weight=0.0010259060345913862 0.0010434661851581274 0.0010138169765886726 0.0010032389737773236 0.0013915841524164254 0.001060218157295455 0.0012120936579086568 0.0012252457322767711 0.0010394559817542041 0.0010455467533683413 0.0013084896479051342 0.0013485381375178144
leaf_count=503 414 146 247 606 143 200 225 102 127 252 156
internal_value=0 4.94395e-05 0.000101091 4.33436e-05 0.000109852 0.000193746 6.32737e-05 0.000575277 -9.3538e-05 6.14857e-05 0.000300604
internal_weight=0 0.0126917 0.0116779 0.0106746 0.00963117 0.00823959 0.00613991 0.00209967 0.00491467 0.00370257 0.00265703
internal_count=3121 2618 2472 2225 1811 1205 960 245 735 535 408
is_linear=0
shrinkage=0.00196078


Tree=4101
num_leaves=9
num_cat=0
split_feature=11 43 42 13 52 16 0 3
split_gain=2.49651e-05 3.60843e-05 7.58986e-05 5.76155e-05 6.14205e-05 5.71059e-05 6.69405e-05 5.63216e-05
threshold=0.078340000000000007 -0.063379999999999978 0.091295000000000015 -0.095304999999999987 -0.069804999999999992 -0.16075999999999999 -0.10151999999999999 -0.078244999999999995
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 7 -3 -5 -6 -7 -1
right_child=-2 3 -4 4 5 6 -8 -9
leaf_value=-0.015641147024457378 -0.014661819274447234 0.011399481438477863 0.029311176348793318 -0.028242906398094483 -0.019425111637698125 0.024014136857128332 -0.011236954564835283 0.016182647441859391
leaf_weight=0.0012502186073968511 0.001093420478456353 0.001928730647922124 0.0012414304023760907 0.0012373847040278579 0.0012297772590188871 0.0011541097885561257 0.0010102386543518133 0.001001701555413135
leaf_count=772 208 284 323 229 160 93 821 231
internal_value=0 0.00124898 0.00945886 -0.00312282 -0.00917043 -0.00221725 0.00756022 -0.00148525
internal_weight=0 0.0100536 0.00349335 0.00656024 0.00463151 0.00339413 0.00216435 0.00225192
internal_count=3121 2913 1326 1587 1303 1074 914 1003
is_linear=0
shrinkage=0.1


Tree=4102
num_leaves=10
num_cat=0
split_feature=4 0 1 15 16 0 150 16 0
split_gain=2.34008e-05 5.81129e-05 3.78453e-05 4.30544e-05 0.000101503 9.59039e-05 6.04972e-05 5.41186e-05 2.17449e-05
threshold=-0.49013999999999996 1.0000000180025095e-35 0.077565000000000009 -0.016799999999999995 -0.056919999999999991 -0.11013499999999998 0.081835000000000019 -0.0087049999999999992 -0.084804999999999978
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 8 4 5 6 -4 -5 -2
right_child=1 -3 3 7 -6 -7 -8 -9 -10
leaf_value=-0.014841352002613465 -0.023610355127022309 0.02270769955542077 -0.019249319878123575 -0.0023542185255838264 -0.023665244040691803 0.032661453131772725 0.013671635356879146 0.030139802753192696 -0.003094191943500886
leaf_weight=0.0010040362414797258 0.0010360530328796418 0.0011141774931114094 0.0012393744105098983 0.0010063806356323359 0.0016053118435618548 0.0010096263458188792 0.0010156295987848209 0.0010445455792478296 0.0010304137762554169
leaf_count=169 753 173 140 328 296 195 98 171 798
internal_value=0 0.00116593 -0.00150465 0.00204124 -0.00307725 0.00704645 -0.00442208 0.0141951 -0.0133803
internal_weight=0 0.0101015 0.00898734 0.00692087 0.00486994 0.00326463 0.002255 0.00205093 0.00206647
internal_count=3121 2952 2779 1228 729 433 238 499 1551
is_linear=0
shrinkage=0.1


Tree=4103
num_leaves=11
num_cat=0
split_feature=484 133 133 15 3 3 15 16 0 42
split_gain=0.000102364 7.92961e-05 9.01398e-05 0.000135306 0.000130805 9.86554e-05 0.000170866 0.00012676 9.0008e-05 8.58058e-05
threshold=-1.0000000180025095e-35 0.10622000000000002 0.083950000000000011 0.024640000000000006 -0.10519499999999998 -0.0087149999999999988 -0.016799999999999995 -0.056919999999999991 -0.23001499999999997 0.081660000000000024
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 -6 7 8 -7 -5
right_child=1 -3 -4 9 5 6 -8 -9 -10 -11
leaf_value=-0.00059132899358204369 0.00060083336887228574 -0.00047098062179450539 0.00057289288289264243 -0.00082542462759738048 -0.00046887634415554333 -0.00015627293600613065 0.00085338284330397425 -0.00063885137590279485 0.00059724150824367987 -2.5766396020918255e-05
leaf_weight=0.0010488580093863846 0.0018710753747092712 0.0010384072180062423 0.0013380761763792685 0.0010062773326604214 0.001309753313574899 0.0013696669143321571 0.0010089316627921651 0.0010337454452534756 0.0010981216845758739 0.0010586598850075119
leaf_count=515 224 370 415 436 452 74 83 102 144 306
internal_value=0 4.71543e-05 9.56508e-05 3.01966e-05 0.000149843 4.85977e-06 0.000142424 -6.2432e-05 0.000179027 -0.000415453
internal_weight=0 0.0121327 0.0110943 0.00975623 0.00769129 0.00582022 0.00451047 0.00350153 0.00246779 0.00206494
internal_count=3121 2606 2236 1821 1079 855 403 320 218 742
is_linear=0
shrinkage=0.00196078


Tree=4104
num_leaves=9
num_cat=0
split_feature=11 4 15 3 15 47 43 15
split_gain=2.17416e-05 3.41104e-05 3.53063e-05 8.40259e-05 6.9345e-05 6.88795e-05 5.04178e-05 4.68136e-05
threshold=0.078340000000000007 0.27287000000000006 -0.016799999999999995 0.10542000000000001 -0.074054999999999996 0.087235000000000021 -0.084004999999999982 0.088235000000000022
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 4 6 5 -1 -4 -8
right_child=-2 -3 3 -5 -6 -7 7 -9
leaf_value=0.016363735601515508 -0.013651837557505576 0.018568614930603911 0.010216492635045706 0.026917383610935236 -0.028715055868266955 -0.015609751784755399 -0.027175483559983407 0.0021826176585934931
leaf_weight=0.0013770366872803887 0.0010915024630476803 0.001017119788604995 0.0017020687822230035 0.0012755910871673493 0.0011382819164276921 0.0013192702594494073 0.0011066216066140686 0.0010666939140069806
leaf_count=558 208 301 367 75 332 220 512 548
internal_value=0 0.00121174 -0.000752973 0.00465542 -0.00801803 0.000719496 -0.00267215 -0.0127661
internal_weight=0 0.0100027 0.00898556 0.00515098 0.00383459 0.00269631 0.00387538 0.00217332
internal_count=3121 2913 2612 1502 1110 778 1427 1060
is_linear=0
shrinkage=0.1


Tree=4105
num_leaves=8
num_cat=0
split_feature=133 160 42 47 48 16 52
split_gain=2.29802e-05 4.40281e-05 5.53855e-05 5.86452e-05 6.8582e-05 0.000112066 4.23852e-05
threshold=-0.085499999999999979 -1.0000000180025095e-35 0.088060000000000013 0.09550500000000002 0.086035000000000014 -0.078844999999999985 -0.015539999999999998
decision_type=2 2 2 2 2 2 2
left_child=-1 6 3 4 5 -3 -2
right_child=1 2 -4 -5 -6 -7 -8
leaf_value=0.012355931786490469 -0.00023626997449113465 0.021452964466935752 0.016501903987457069 0.015932143962849473 -0.027406634163079681 -0.016505957713904128 -0.028705276692048611
leaf_weight=0.0012829483913559892 0.0010266636398877425 0.0013439492906679694 0.001887383441794648 0.0012526568971586195 0.0013494831605425188 0.0018461641571801855 0.0010659190545378725
leaf_count=488 292 463 542 115 188 459 574
internal_value=0 -0.0018791 0.0016247 -0.00322298 -0.00850864 -0.000514405 -0.0147378
internal_weight=0 0.00977222 0.00767964 0.00579225 0.0045396 0.00319011 0.00209258
internal_count=3121 2633 1767 1225 1110 922 866
is_linear=0
shrinkage=0.1


Tree=4106
num_leaves=9
num_cat=0
split_feature=1 4 2 3 13 0 2 52
split_gain=2.0806e-05 4.83519e-05 4.16236e-05 6.32179e-05 4.92512e-05 9.05213e-05 2.72429e-05 2.11544e-05
threshold=0.077565000000000009 -0.076229999999999978 0.11510000000000002 0.097915000000000016 -0.063184999999999977 -0.077809999999999976 0.082850000000000021 0.09086000000000001
decision_type=2 2 2 2 2 2 2 2
left_child=1 7 3 4 -2 6 -6 -1
right_child=2 -3 -4 -5 5 -7 -8 -9
leaf_value=0.013733233904890422 -0.012366700486070087 -0.020322448870328868 0.017118148613654155 -0.019802842078270721 -0.012446632534165926 0.034749513203513237 0.010275060568292544 -0.0061660829131240475
leaf_weight=0.0010072422648394978 0.0012195571378946211 0.0014791878506839086 0.0015991965900668042 0.0013782402522566368 0.0010295859933491082 0.0010837359492836952 0.0010824604615386896 0.0011375738691209378
leaf_count=457 433 1001 317 147 161 299 128 178
internal_value=0 -0.00641346 0.00283616 -0.00110609 0.00473007 0.0112544 -0.00080137 0.00317898
internal_weight=0 0.003624 0.00739278 0.00579358 0.00441534 0.00319578 0.00211205 0.00214482
internal_count=3121 1636 1485 1168 1021 588 289 635
is_linear=0
shrinkage=0.1


Tree=4107
num_leaves=9
num_cat=0
split_feature=11 13 15 49 47 4 52 0
split_gain=2.1208e-05 3.4113e-05 5.73433e-05 9.19788e-05 8.37768e-05 0.000118247 7.57828e-05 1.80118e-05
threshold=0.078340000000000007 -0.094514999999999988 0.088655000000000025 -0.054984999999999992 0.090280000000000013 -0.084369999999999987 -0.0064899999999999992 -0.084269999999999984
decision_type=2 2 2 2 2 2 2 2
left_child=1 7 3 -3 5 -5 -7 -1
right_child=-2 2 -4 4 -6 6 -8 -9
leaf_value=0.0035258472830377802 -0.013487610905080945 -0.02344318702018576 -0.021738845410616301 -0.010026620461864831 -0.0091487820648418917 0.01061398558380537 0.046572187284230092 0.022107966175385269
leaf_weight=0.001065517980552945 0.0010805751797479069 0.0011761981941948605 0.0012142525026167987 0.0011185841710376829 0.0019552490610869372 0.0011174666171825591 0.0012325890063729309 0.0010219366623372074
leaf_count=244 208 228 618 342 284 504 603 90
internal_value=0 0.00126653 -0.00176712 0.00190718 0.00740453 0.0167355 0.0294738 0.0126229
internal_weight=0 0.00990179 0.00781434 0.00660009 0.00542389 0.00346864 0.00235006 0.00208745
internal_count=3121 2913 2579 1961 1733 1449 1107 334
is_linear=0
shrinkage=0.1


Tree=4108
num_leaves=10
num_cat=0
split_feature=484 133 16 52 0 151 2 15 43
split_gain=8.07302e-05 8.72604e-05 7.07166e-05 0.000144725 0.000111312 8.72839e-05 9.73776e-05 0.000136938 7.76101e-05
threshold=-1.0000000180025095e-35 0.10622000000000002 -0.014034999999999997 0.096795000000000006 -0.053834999999999994 -0.044604999999999992 0.088475000000000012 -0.074054999999999996 -0.0030899999999999994
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 5 4 -4 -2 8 -8 -7
right_child=1 -3 3 -5 -6 6 7 -9 -10
leaf_value=-0.00054106807753487752 -0.00057062908569022793 -0.00051522020236682386 0.00038972770546466447 0.0008836460211634772 -0.00032786889345106778 0.00010939861396920221 0.00074545528312331452 -0.00010299563402307465 -0.0006154657282725532
leaf_weight=0.0010123912189163265 0.0010240358498610656 0.0010091920023130021 0.001876044499024327 0.0011267473065536861 0.0014920344520329208 0.0011473967569019909 0.0013657932505395675 0.0015744453332905855 0.0011243978630394924
leaf_count=515 170 370 520 83 258 438 270 241 256
internal_value=0 3.6011e-05 8.78518e-05 0.000275339 7.18376e-05 -4.7285e-05 5.55392e-05 0.000291125 -0.000249364
internal_weight=0 0.0117401 0.0107309 0.00449483 0.00336808 0.00623607 0.00521203 0.00294024 0.00227179
internal_count=3121 2606 2236 861 778 1375 1205 511 694
is_linear=0
shrinkage=0.00196078


Tree=4109
num_leaves=10
num_cat=0
split_feature=484 16 151 1 3 4 3 13 0
split_gain=9.12838e-05 4.48558e-05 0.000121423 0.000100165 9.67545e-05 6.8167e-05 0.000134671 9.08113e-05 4.10327e-05
threshold=-1.0000000180025095e-35 -0.014034999999999997 -0.044604999999999992 0.10937500000000001 -0.084074999999999997 -0.49405499999999997 -0.10023499999999998 -0.061684999999999997 -0.10224499999999999
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 -4 -3 -7 -8 -6
right_child=1 5 3 -5 8 6 7 -9 -10
leaf_value=-0.00056103068680532682 -0.00065015544126466394 -0.00024629539682574116 -0.00058006745704167781 0.0005051823592101735 -0.00016437460199488114 0.00091489149067328209 0.00052001184393080427 -0.00018559609356385979 0.00028191966820827468
leaf_weight=0.0010350520734649466 0.0011127382243166194 0.0010987815133537693 0.0011468454037001897 0.0014406683956677806 0.0014260148341215834 0.0010320496800729217 0.0011549997430311311 0.0017849983349655493 0.0017815563800623396
leaf_count=515 173 131 478 247 151 127 390 291 618
internal_value=0 4.5904e-05 -5.68985e-05 5.70152e-05 -9.12619e-05 0.000185949 0.00030552 9.16071e-05 8.35072e-05
internal_weight=0 0.0119787 0.00690782 0.00579509 0.00435442 0.00507083 0.00397205 0.00294 0.00320757
internal_count=3121 2606 1667 1494 1247 939 808 681 769
is_linear=0
shrinkage=0.00196078


Tree=4110
num_leaves=11
num_cat=0
split_feature=484 133 16 52 0 4 2 2 16 4
split_gain=0.000133309 0.000102917 9.06015e-05 0.000146837 0.000117678 8.07322e-05 0.000136441 9.89109e-05 6.1633e-05 5.12391e-05
threshold=-0.0068949999999999992 0.10622000000000002 -0.014034999999999997 0.096795000000000006 -0.053834999999999994 0.27044500000000005 0.092755000000000018 0.088475000000000012 0.052820000000000013 0.053180000000000012
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 5 4 8 6 7 9 -4 -2
right_child=1 -3 3 -5 -6 -7 -8 -9 -10 -11
leaf_value=-0.00068714585130761382 -0.00040502585470807769 -0.00053737654720699022 7.3863578224811979e-05 0.00089201714488815588 -0.00029316416592415181 0.00038252831631085076 -0.00059207188987085583 0.00055632292593580962 0.00075329970047837867 0.00015784609053926769
leaf_weight=0.0010217066678502021 0.0013587455576202921 0.0010549720248375057 0.001013293319404472 0.0012296975122350617 0.0015846680996430343 0.0013609835927027606 0.0018038620239079158 0.0011071080641856506 0.0010402832504017507 0.0011464042708727584
leaf_count=503 609 371 306 84 259 270 305 139 217 58
internal_value=0 4.90593e-05 0.000102187 0.000306255 0.000108273 -4.43941e-05 -0.000151673 6.82504e-05 0.000418047 -0.000147445
internal_weight=0 0.0127 0.011645 0.00486794 0.00363824 0.0067771 0.00541612 0.00361226 0.00205358 0.00250515
internal_count=3121 2618 2247 866 782 1381 1111 806 523 667
is_linear=0
shrinkage=0.00196078


Tree=4111
num_leaves=9
num_cat=0
split_feature=50 160 42 13 43 0 4 4
split_gain=2.21166e-05 4.18454e-05 4.13083e-05 5.11619e-05 4.86102e-05 7.70797e-05 6.67166e-05 2.1083e-05
threshold=0.088425000000000017 -0.081639999999999976 0.088060000000000013 0.016935000000000002 0.042785000000000004 -0.10151999999999999 0.10528000000000001 0.071150000000000005
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 6 -3 -4
right_child=-2 2 7 -5 -6 -7 -8 -9
leaf_value=0.018256813227742027 -0.013411934773465362 0.0065580590091596684 0.0011926544655171019 0.012553724975164927 0.0099856833004144663 -0.034597109500406585 -0.025630274340228951 0.020510204087259235
leaf_weight=0.0012746160199186623 0.0011319310876868527 0.0017658412979791732 0.0011787375071874949 0.0012853528146584076 0.0010003036226290569 0.001310752664374199 0.0010135123072632091 0.0010850340763238619
leaf_count=444 560 170 484 324 136 709 136 158
internal_value=0 0.00134261 -0.00115279 -0.00527304 -0.00977439 -0.014607 -0.00517966 0.0104516
internal_weight=0 0.00991415 0.00863953 0.00637576 0.00509041 0.00409011 0.00277935 0.00226377
internal_count=3121 2561 2117 1475 1151 1015 306 642
is_linear=0
shrinkage=0.1


Tree=4112
num_leaves=10
num_cat=0
split_feature=484 4 12 16 0 0 133 51 12
split_gain=9.84554e-05 4.53014e-05 5.31913e-05 4.13031e-05 7.50223e-05 8.05819e-05 6.52306e-05 0.000119735 0.000104938
threshold=-1.0000000180025095e-35 0.27044500000000005 0.10673000000000001 -0.014034999999999997 -0.053834999999999994 0.030935000000000004 0.083950000000000011 0.081440000000000026 0.088305000000000008
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 6 -5 -6 7 8 -2
right_child=1 -3 -4 4 5 -7 -8 -9 -10
leaf_value=-0.00059714086978843791 -0.00078949021018076787 0.00034537355236090279 -0.00043284275425762848 0.0004956757700709044 -0.00044536093873933231 0.00030637157769040463 0.0003366280767707491 0.00027063680540001311 2.6170543822000925e-05
leaf_weight=0.0010022426573468484 0.0014681303978905276 0.0016401308819338082 0.0010100694560067616 0.0017434250340289024 0.0010395543505199493 0.0011600001058114928 0.0011350467658039335 0.0013579472644598104 0.0010331827091163981
leaf_count=515 398 346 202 535 106 156 370 199 294
internal_value=0 4.34441e-05 -6.33837e-06 4.18641e-05 0.000191882 -4.89126e-05 -7.65745e-05 -0.000198101 -0.000452577
internal_weight=0 0.0115875 0.00994736 0.00893729 0.00394298 0.00219955 0.00499431 0.00385926 0.00250131
internal_count=3121 2606 2260 2058 797 262 1261 891 692
is_linear=0
shrinkage=0.00196078


Tree=4113
num_leaves=9
num_cat=0
split_feature=4 43 0 15 1 1 3 4
split_gain=2.16862e-05 4.80553e-05 5.39322e-05 6.20319e-05 5.56144e-05 6.53734e-05 5.30154e-05 2.68856e-05
threshold=-0.49013999999999996 -0.24021999999999996 -0.077999999999999986 -0.0063699999999999989 0.091785000000000019 0.11061500000000002 -0.088084999999999983 0.0052350000000000009
decision_type=2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 -3 -6 -4 -5
right_child=1 2 6 7 5 -7 -8 -9
leaf_value=-0.014148973654153822 -0.018506689901172987 -0.027724614200369188 0.029722507165530699 0.0013526104747647119 0.012496523279915715 -0.018366420931873528 0.0024014520020378535 0.023676855888300801
leaf_weight=0.0010068876289559851 0.0010970002534732059 0.0011435058588189838 0.0013179276165502397 0.0011387529447110644 0.0015122825304749888 0.0012566063020834259 0.0015403519207846028 0.0010250943297667181
leaf_count=169 156 703 194 756 188 189 681 85
internal_value=0 0.0012457 0.00367095 -0.00165778 -0.00917196 -0.00151002 0.014999 0.0119284
internal_weight=0 0.0100315 0.00893452 0.00607624 0.00391239 0.00276889 0.00285828 0.00216385
internal_count=3121 2952 2796 1921 1080 377 875 841
is_linear=0
shrinkage=0.1


Tree=4114
num_leaves=9
num_cat=0
split_feature=1 16 15 15 15 3 2 1
split_gain=2.18176e-05 4.64269e-05 7.37555e-05 3.94952e-05 8.59969e-05 7.82358e-05 8.06754e-05 1.46392e-05
threshold=0.077565000000000009 0.19444000000000003 0.035560000000000008 0.035560000000000008 -0.016799999999999995 0.097915000000000016 0.089885000000000007 0.10171500000000001
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 6 7 -2
right_child=3 -3 -4 -5 -6 -7 -8 -9
leaf_value=-0.032502954775789225 0.006087743040404988 0.0110569108400876 0.0016220155982027689 -0.013294026859446504 0.031127386348259619 -0.016485731527095281 0.030351521335097522 -0.010763872534575093
leaf_weight=0.0011558951096351773 0.0010430817745973704 0.0010635646940969933 0.0014010451938343093 0.0012411107065126038 0.0011342162816932299 0.0017413256164604662 0.0012022162161878175 0.0010192254563713297
leaf_count=663 180 196 777 400 257 212 240 196
internal_value=0 -0.00650123 -0.0138046 0.0029761 0.00626483 0.000631514 0.009762 -0.0022406
internal_weight=0 0.0036205 0.00255694 0.00738118 0.00614007 0.00500585 0.00326452 0.00206231
internal_count=3121 1636 1440 1485 1085 828 616 376
is_linear=0
shrinkage=0.1


Tree=4115
num_leaves=9
num_cat=0
split_feature=11 1 2 43 52 4 4 0
split_gain=2.40811e-05 3.62907e-05 6.94765e-05 4.63862e-05 7.19055e-05 5.66682e-05 5.462e-05 2.3445e-05
threshold=0.078340000000000007 0.10557500000000002 0.116525 -0.083134999999999987 0.090245000000000006 -0.076229999999999978 0.053180000000000012 -0.11756999999999999
decision_type=2 2 2 2 2 2 2 2
left_child=1 3 7 -1 5 -5 -7 -3
right_child=-2 2 -4 4 -6 6 -8 -9
leaf_value=0.010676155020381398 -0.014262787601272232 -0.011659033398248819 0.029672207232289069 0.016953029996753889 -0.030360551900377949 -0.023219136860177913 0.0075783893631348413 0.0086278811317651426
leaf_weight=0.0017819526637672537 0.0010859151095793983 0.0010220716614645353 0.0011568658892193778 0.0011483206922217036 0.0011208314342549828 0.0013557911841918463 0.0010010556512928643 0.0012869736227597902
leaf_count=619 208 92 258 537 470 495 212 230
internal_value=0 0.00142631 0.00966968 -0.00303233 -0.0083129 -0.00126282 -0.0101381 -0.000351882
internal_weight=0 0.00987386 0.00346591 0.00640795 0.004626 0.00350517 0.00235685 0.00230905
internal_count=3121 2913 580 2333 1714 1244 707 322
is_linear=0
shrinkage=0.1


Tree=4116
num_leaves=9
num_cat=0
split_feature=52 52 160 12 4 43 2 3
split_gain=2.02887e-05 5.89629e-05 4.67572e-05 4.84455e-05 6.46344e-05 5.04378e-05 8.26944e-05 4.46562e-05
threshold=-0.24456499999999998 -0.081429999999999989 0.050340000000000003 0.10711000000000002 -0.083854999999999985 -0.0037449999999999996 0.10803500000000001 -0.0080949999999999998
decision_type=2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 -3 -6 7 -7
right_child=1 2 -4 -5 5 6 -8 -9
leaf_value=-0.013286244753613979 0.02085206943287151 0.020351333580110761 -0.020005673898949954 -0.019206276902693081 -0.019283266917044614 0.0017282155072074108 -0.01708681403396406 0.030703493269270739
leaf_weight=0.0010565989414902015 0.0013331600789531954 0.001824733620395788 0.0012061976162706985 0.0010004528533306932 0.0012237987130379485 0.0010658410504015485 0.0011508713942433788 0.0010617512113303947
leaf_count=364 407 399 216 203 902 361 167 102
internal_value=0 0.00129394 -0.00176151 0.00124173 0.00447506 -0.00195948 0.00450722 0.016188
internal_weight=0 0.00986681 0.00853365 0.00732745 0.006327 0.00450226 0.00327846 0.00212759
internal_count=3121 2757 2350 2134 1931 1532 630 463
is_linear=0
shrinkage=0.1


Tree=4117
num_leaves=8
num_cat=0
split_feature=1 15 15 43 0 13 0
split_gain=2.43748e-05 5.3679e-05 6.03042e-05 4.64011e-05 6.58015e-05 0.000120744 2.64356e-05
threshold=0.104035 -0.016799999999999995 -0.15026499999999995 -0.083134999999999987 -0.10011499999999998 -0.095304999999999987 -0.14226499999999997
decision_type=2 2 2 2 2 2 2
left_child=3 2 -2 -1 6 -6 -5
right_child=1 -3 -4 4 5 -7 -8
leaf_value=0.0089755445862401122 0.017316601798060535 0.02530825115429329 -0.011421478920673411 -0.0067737226123955581 0.0046140846487737197 -0.040110947188640743 0.014963016361691651
leaf_weight=0.0019859523680816008 0.001163470637053193 0.0010616738384415653 0.0019607028493543307 0.0012354156017770172 0.0010713742941431505 0.0013825752703434605 0.0010226389714344847
leaf_count=661 259 154 278 170 84 1390 125
internal_value=0 0.00588228 -0.000719156 -0.00384514 -0.00924863 -0.0205844 0.00307052
internal_weight=0 0.00418585 0.00312417 0.00669796 0.004712 0.00245395 0.00225805
internal_count=3121 691 537 2430 1769 1474 295
is_linear=0
shrinkage=0.1


Tree=4118
num_leaves=11
num_cat=0
split_feature=484 133 52 16 15 2 2 52 4 12
split_gain=8.7797e-05 8.56156e-05 8.89331e-05 9.51651e-05 6.92214e-05 9.98481e-05 0.000104573 8.81948e-05 7.44808e-05 0.000102668
threshold=-1.0000000180025095e-35 0.10622000000000002 0.096795000000000006 -0.008904999999999998 -0.15914499999999995 0.092875000000000013 0.088475000000000012 -0.057699999999999994 0.076415000000000025 0.081420000000000006
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 -4 -2 6 8 -7 9 -6
right_child=1 -3 3 -5 5 7 -8 -9 -10 -11
leaf_value=-0.00055974353005195537 0.00046680683126195494 -0.00050399578764299621 2.0519881632093208e-05 0.00085879736160251042 0.00011235625460701984 1.1153072909445382e-05 0.00054318373143914225 -0.0007287955046227022 0.000316948119940754 -0.00069493025906226693
leaf_weight=0.0010149520510444399 0.0010910123733020348 0.0010115319424784013 0.0010019378234734947 0.0010839627901227875 0.0012488774570073621 0.0011618313645619409 0.0014411526685562046 0.0013262218023088676 0.0012069490128012068 0.0011760203089321672
leaf_count=515 226 370 360 79 133 340 176 201 63 658
internal_value=0 4.13447e-05 9.27166e-05 0.000456141 5.09977e-06 -6.15217e-05 9.6278e-05 -0.000383266 -8.10587e-05 -0.000279159
internal_weight=0 0.0117495 0.010738 0.0020859 0.00865206 0.00756105 0.005073 0.00248805 0.00363185 0.0024249
internal_count=3121 2606 2236 439 1797 1571 1030 541 854 791
is_linear=0
shrinkage=0.00196078


Tree=4119
num_leaves=9
num_cat=0
split_feature=11 48 3 1 4 16 133 0
split_gain=2.07638e-05 3.446e-05 6.55197e-05 5.59384e-05 6.91467e-05 4.16236e-05 5.76783e-05 3.96811e-05
threshold=0.078340000000000007 0.091545000000000015 0.10732000000000001 0.111945 -0.0016099999999999997 -0.083134999999999987 1.0000000180025095e-35 -0.10324499999999999
decision_type=2 2 2 2 2 2 2 2
left_child=1 3 -3 4 5 -1 -7 -6
right_child=-2 2 -4 -5 7 6 -8 -9
leaf_value=0.016531662964839929 -0.013244927065775351 0.030822752980778703 -0.0051203506543373023 0.014512859148240603 -0.033010357976280963 0.0068948920869481775 -0.023390682235456987 -0.0060688099610398932
leaf_weight=0.0012931087814597171 0.0010822064764475304 0.0010203265729614415 0.0010083645325798529 0.0016738118116311745 0.0011612885091204124 0.0015473722985278762 0.0010593553695203907 0.0010329646452604882
leaf_count=428 208 269 88 338 193 618 625 354
internal_value=0 0.00135166 0.0129572 -0.00167928 -0.00612663 0.00186345 -0.00541295 -0.0203274
internal_weight=0 0.00979659 0.00202869 0.0077679 0.00609409 0.00389984 0.00260673 0.00219425
internal_count=3121 2913 357 2556 2218 1671 1243 547
is_linear=0
shrinkage=0.1


Tree=4120
num_leaves=11
num_cat=0
split_feature=484 41 3 3 13 43 0 3 151 2
split_gain=0.000134983 9.73122e-05 0.000111249 5.91314e-05 5.38475e-05 6.89409e-05 6.78329e-05 5.86224e-05 5.22704e-05 4.5326e-05
threshold=-0.0068949999999999992 0.075585000000000013 -0.10519499999999998 -0.084074999999999997 -0.010384999999999998 -0.074359999999999996 -0.099059999999999995 0.097915000000000016 -0.0083949999999999979 0.095040000000000013
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 5 -5 8 -7 -6 -10
right_child=1 -3 3 4 6 7 -8 -9 9 -11
leaf_value=-0.00083043098357306756 0.00040518014227180647 -0.00066024955552906851 -0.00056469356453713558 0.00051020913675207859 -0.00037551624878485909 -0.00035988976462325209 -0.00056256086703527358 0.00021130768186383966 -0.00014886528980063762 0.00043810955563328082
leaf_weight=0.0010093593544349159 0.0018658743850650432 0.001036480082596187 0.0010189206898714121 0.0011408732661407697 0.001190456697613973 0.001327181763740303 0.0014323981682174388 0.0014406628280125358 0.0010196307772121216 0.001003643394184078
leaf_count=503 253 146 587 370 97 610 297 149 43 66
internal_value=0 -8.4943e-05 -3.28178e-05 -0.000118181 -6.49995e-05 0.000104604 -0.000207684 -6.25816e-05 -4.95118e-05 0.000142303
internal_weight=0 0.0124761 0.0114396 0.00957377 0.00855485 0.00390872 0.00464613 0.00276784 0.00321373 0.00202327
internal_count=3121 2618 2472 2219 1632 1129 503 759 206 109
is_linear=0
shrinkage=0.00196078


Tree=4121
num_leaves=9
num_cat=0
split_feature=4 1 12 52 4 15 0 4
split_gain=2.23202e-05 9.43366e-05 4.50127e-05 6.04021e-05 6.05724e-05 7.8796e-05 5.02915e-05 4.87323e-05
threshold=0.24564500000000003 0.111945 0.10124000000000001 -0.088204999999999992 -0.0016099999999999997 0.084050000000000014 -0.10224499999999999 -0.14723499999999998
decision_type=2 2 2 2 2 2 2 2
left_child=2 -2 3 -1 5 7 -6 -5
right_child=1 -3 -4 4 6 -7 -8 -9
leaf_value=-0.017259252868077619 -0.011719009585193117 0.029132920906476178 -0.022017454344712913 0.010805867310809958 -0.02026490384997302 -0.0087377644650004915 0.0085253262425094047 0.039432076305366187
leaf_weight=0.0015792827520843692 0.0011350955567660502 0.0011260172216813154 0.0010427512204300203 0.0013679816399788593 0.0013538879082015745 0.0011294800283250671 0.0010994647178052346 0.0010520241524903866
leaf_count=555 150 276 343 120 162 804 244 467
internal_value=0 0.00862495 -0.00253714 0.000141945 0.00472001 0.0130714 -0.00736262 0.0232502
internal_weight=0 0.00226111 0.00862487 0.00758212 0.00600284 0.00354949 0.00245335 0.00242001
internal_count=3121 426 2695 2352 1797 1391 406 587
is_linear=0
shrinkage=0.1


Tree=4122
num_leaves=10
num_cat=0
split_feature=484 133 42 43 133 4 47 48 13
split_gain=0.000266613 0.000121766 7.9485e-05 0.000105749 0.000105763 0.000115673 8.3992e-05 0.000118239 0.000139066
threshold=-0.0068949999999999992 0.10622000000000002 -0.088934999999999986 -0.15582499999999996 0.061605000000000007 -0.077834999999999988 0.087235000000000021 0.085875000000000021 -0.023499999999999997
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 5 -5 7 8 -7
right_child=1 -3 3 4 -6 6 -8 -9 -10
leaf_value=-0.00097532650226315185 -0.00032141856805354221 -0.00058745587706049071 0.00076391656120592538 -0.0004390111035855664 0.00064043791022967353 -4.7393804056778236e-05 -0.00018794079327021909 -0.00022380832865396007 0.00082488508693085458
leaf_weight=0.0010231526837380404 0.0013612111707380957 0.0010080906771457602 0.0010774276854912815 0.0016128835704300121 0.0012617532696180518 0.0011003469587895747 0.001928348849127336 0.0011695865206261882 0.0019444852355022639
leaf_count=503 301 371 91 513 391 376 181 157 237
internal_value=0 6.5868e-05 0.000123358 0.000183333 0.000113963 2.83116e-05 0.000151015 0.000306107 0.000509659
internal_weight=0 0.0124641 0.011456 0.0100948 0.0090174 0.00775565 0.00614277 0.00421442 0.00304483
internal_count=3121 2618 2247 1946 1855 1464 951 770 613
is_linear=0
shrinkage=0.00196078


Tree=4123
num_leaves=9
num_cat=0
split_feature=11 159 3 160 15 12 4 4
split_gain=5.24564e-05 4.71936e-05 0.000103808 5.76205e-05 7.04297e-05 0.000103275 0.000133663 3.85463e-05
threshold=0.080455000000000013 0.090485000000000024 -0.10519499999999998 0.088405000000000011 0.088235000000000022 0.084100000000000022 -1.0000000180025095e-35 0.24564500000000003
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 6 -4 -8
right_child=-2 -3 3 -5 -6 -7 7 -9
leaf_value=0.00052771521530221757 -0.00043472546733617747 -0.00037645761763142448 0.00043026301492511123 0.00038583950312835497 0.00027210664137121947 -0.00060487747230363379 -0.000471941493914889 7.7975555710194703e-06
leaf_weight=0.001591226209075273 0.0010294318049831408 0.0010132972630369523 0.0015856460796085524 0.0011840205194137516 0.0017033027012868544 0.0016051906827373591 0.0016637687940618568 0.0010504849821765495
leaf_count=177 189 367 310 199 573 999 130 177
internal_value=0 2.74515e-05 6.68674e-05 -1.65355e-05 -7.91533e-05 -0.000180473 -2.2039e-05 -0.00028627
internal_weight=0 0.0113969 0.0103836 0.00879241 0.00760839 0.00590509 0.0042999 0.00271425
internal_count=3121 2932 2565 2388 2189 1616 617 307
is_linear=0
shrinkage=0.00196078


Tree=4124
num_leaves=11
num_cat=0
split_feature=484 133 0 0 16 151 2 3 15 13
split_gain=0.000165464 0.000137862 8.52233e-05 0.000133006 0.000103314 8.28406e-05 0.000165212 0.000161402 8.57645e-05 3.96854e-06
threshold=-0.0068949999999999992 0.10722500000000001 1.0000000180025095e-35 -0.053834999999999994 0.051380000000000002 -0.044604999999999992 0.088475000000000012 -0.078934999999999991 -0.074054999999999996 0.016935000000000002
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 -2 7 -7 -8 -4
right_child=1 -3 9 -5 -6 6 8 -9 -10 -11
leaf_value=-0.00076887617711701142 -0.00035824923656098721 -0.0006361652854873878 0.00038797543170360135 -0.00056567236446709076 0.00068032717952538435 -0.00083617169730944556 0.00073846702101081671 0.00016159674273313583 9.6102313843236985e-05 0.00056192828182944049
leaf_weight=0.0010304067899043296 0.0016020220046632809 0.0010416004262208392 0.0010077056118554376 0.001247562579762519 0.0011009301834112748 0.0010065324182328464 0.001739020712414472 0.0016371681311569256 0.001478495091446836 0.0010092101566243684
leaf_count=503 300 364 134 171 243 570 275 199 232 130
internal_value=0 4.77085e-05 0.000107929 3.24694e-05 0.000119602 3.68875e-05 0.000144889 -0.000218282 0.000443291 0.000475017
internal_weight=0 0.0128702 0.0118286 0.00981173 0.00856417 0.00746324 0.00586122 0.0026437 0.00321752 0.00201692
internal_count=3121 2618 2254 1990 1819 1576 1276 769 507 264
is_linear=0
shrinkage=0.00196078


Tree=4125
num_leaves=8
num_cat=0
split_feature=159 2 43 2 151 15 0
split_gain=2.19392e-05 3.7803e-05 5.40644e-05 4.11244e-05 6.73106e-05 0.000119382 8.37397e-05
threshold=-1.0000000180025095e-35 0.088225000000000012 -0.074359999999999996 0.092875000000000013 -0.0056149999999999993 -0.074054999999999996 0.13134000000000004
decision_type=2 2 2 2 2 2 2
left_child=-1 2 -2 -3 -5 -6 -7
right_child=1 3 -4 4 5 6 -8
leaf_value=-0.013870545942247021 0.0059769819350727442 0.019733478612813653 -0.018273538126144916 -0.021405557620063964 0.03632217083576509 -0.020213772204663229 0.016344226964940214
leaf_weight=0.0010625199915312309 0.0017488413994287866 0.0016158807634150552 0.0019381857262523732 0.0010247281982531256 0.0010333869659873711 0.0014123741455353066 0.0011261595544382885
leaf_count=509 514 355 727 198 348 422 48
internal_value=0 0.00125046 -0.00677096 0.00601103 0.00118712 0.00766861 -0.00399569
internal_weight=0 0.00989956 0.00368703 0.00621253 0.00459665 0.00357192 0.00253853
internal_count=3121 2612 1241 1371 1016 818 470
is_linear=0
shrinkage=0.1


Tree=4126
num_leaves=9
num_cat=0
split_feature=1 16 43 15 15 3 2 3
split_gain=2.10381e-05 4.49995e-05 7.9174e-05 3.40967e-05 6.72087e-05 7.20408e-05 6.62778e-05 1.50332e-05
threshold=0.077565000000000009 0.19444000000000003 0.016310000000000002 0.035560000000000008 -0.016799999999999995 0.097915000000000016 0.089885000000000007 -0.071799999999999989
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 6 7 -2
right_child=3 -3 -4 -5 -6 -7 -8 -9
leaf_value=-0.027982357714758401 0.0074864228674232916 0.011011539785212465 0.0080041414317272887 -0.012259796512611805 0.028089092440601395 -0.015509871744576667 0.028630475499656124 -0.0096057872300278676
leaf_weight=0.0015322088644893713 0.001027288751928577 0.0010455943894691431 0.0010172731645894449 0.0012363093588277719 0.0011196398778429645 0.0017296865719853508 0.001182609093189891 0.0010310508776413497
leaf_count=1168 205 196 272 400 257 212 240 171
internal_value=0 -0.0064585 -0.0136233 0.00288141 0.00595503 0.000969314 0.00976422 -0.0010753
internal_weight=0 0.00359508 0.00254948 0.00732658 0.00609028 0.00497064 0.00324095 0.00205834
internal_count=3121 1636 1440 1485 1085 828 616 376
is_linear=0
shrinkage=0.1


Tree=4127
num_leaves=9
num_cat=0
split_feature=11 13 15 49 47 4 52 16
split_gain=2.25674e-05 3.62096e-05 4.41329e-05 7.003e-05 6.76182e-05 0.000122203 6.31451e-05 1.49653e-05
threshold=0.078340000000000007 -0.094514999999999988 0.088655000000000025 -0.054984999999999992 0.090280000000000013 -0.084369999999999987 -0.0064899999999999992 -0.054549999999999994
decision_type=2 2 2 2 2 2 2 2
left_child=1 7 3 -3 5 -5 -7 -1
right_child=-2 2 -4 4 -6 6 -8 -9
leaf_value=0.021481857530506011 -0.013861146649194415 -0.020920299413215809 -0.019456856757292841 -0.012717815226264527 -0.0087100342011097176 0.010458968753031902 0.043527544150525399 0.004587021905737493
leaf_weight=0.00104313206127923 0.0010845589545937393 0.0011541135775997996 0.0011993497896428482 0.0011016334284295521 0.0019322070948120974 0.0011046449826219097 0.0012099135226541144 0.0010541144030532103
leaf_count=237 208 228 618 342 284 504 603 97
internal_value=0 0.00134112 -0.00183098 0.00142001 0.00624076 0.014697 0.0277453 0.0129902
internal_weight=0 0.00979911 0.00770186 0.00650251 0.0053484 0.00341619 0.00231456 0.00209725
internal_count=3121 2913 2579 1961 1733 1449 1107 334
is_linear=0
shrinkage=0.1


Tree=4128
num_leaves=8
num_cat=0
split_feature=15 43 1 42 49 0 2
split_gain=2.27947e-05 4.52497e-05 6.05592e-05 7.20014e-05 4.43052e-05 7.75203e-05 2.74498e-05
threshold=-0.11713499999999999 -0.17390999999999998 0.10089500000000001 0.086325000000000013 -0.009244999999999998 -0.10011499999999998 0.10803500000000001
decision_type=2 2 2 2 2 2 2
left_child=-1 -2 3 4 -3 -6 -4
right_child=1 2 6 -5 5 -7 -8
leaf_value=-0.010425248333202334 0.017532187076857494 -0.018813686791179601 0.024863664768404039 -0.029274010955679653 0.025712008464918487 -0.0069495482930993502 0.002354988235277555
leaf_weight=0.001801382355456284 0.0015358764068930074 0.0010438314393413526 0.0010050549339118307 0.0011449122849807088 0.0011443796669113188 0.0019908804267944977 0.0011754602119266044
leaf_count=484 184 179 252 830 116 898 178
internal_value=0 0.0018936 -0.00130699 -0.00705595 -0.000969047 0.00497202 0.0127298
internal_weight=0 0.0090404 0.00750452 0.005324 0.00417909 0.00313526 0.00218052
internal_count=3121 2637 2453 2023 1193 1014 430
is_linear=0
shrinkage=0.1


Tree=4129
num_leaves=9
num_cat=0
split_feature=457 1 4 4 52 133 16 1
split_gain=2.38272e-05 5.07651e-05 5.43034e-05 4.90561e-05 4.71067e-05 8.18592e-05 9.46405e-05 2.65742e-05
threshold=0.088350000000000026 0.111945 -0.0016099999999999997 0.24564500000000003 -0.082554999999999976 1.0000000180025095e-35 -0.0087049999999999992 0.092695000000000013
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 4 -3 -1 6 -6 -4
right_child=-2 3 7 -5 5 -7 -8 -9
leaf_value=-0.018388071065081526 0.014097383189173356 -0.00088607536340578816 -0.0074144468179284748 0.026998275269248286 -0.0021585220951291393 -0.015374765947618975 0.03864099827132176 -0.027369003715014509
leaf_weight=0.0010018871737532999 0.0010604317041817734 0.0015922097456110671 0.0013399705718344637 0.0010450013363449092 0.001194735333850694 0.0011599300696046215 0.0010847622718397701 0.0013296112882424105
leaf_count=482 158 200 482 262 667 574 152 144
internal_value=0 -0.00168667 -0.00608141 0.0101632 0.000693715 0.00625214 0.0172571 -0.017353
internal_weight=0 0.00974811 0.0071109 0.00263721 0.00444131 0.00343943 0.0022795 0.00266958
internal_count=3121 2963 2501 462 1875 1393 819 626
is_linear=0
shrinkage=0.1


Tree=4130
num_leaves=9
num_cat=0
split_feature=484 133 133 15 3 3 151 16
split_gain=9.7219e-05 7.58733e-05 0.00010245 9.18758e-05 0.000143225 0.000102424 4.87743e-05 6.10472e-05
threshold=-1.0000000180025095e-35 0.10622000000000002 0.083950000000000011 0.024640000000000006 -0.10519499999999998 -0.0087149999999999988 -0.0083949999999999979 -0.056919999999999991
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 -6 -7 -8
right_child=1 -3 -4 -5 5 6 7 -9
leaf_value=-0.00072866183280503741 0.00046395909684239338 -0.0006132131299206691 0.00047164686366725793 -0.00049815831450224115 -0.00065924035173880156 -0.00038933823071669377 0.00034774886776074802 -0.00018895551821904071
leaf_weight=0.0010286630134872946 0.001774787570331093 0.0010111129479735683 0.0012693465550814966 0.0019710521468518432 0.0012928134010373338 0.0010926056284240315 0.0016919949998603174 0.0015716737038280418
leaf_count=515 224 370 415 742 452 114 152 137
internal_value=0 -9.98739e-05 -5.12026e-05 -0.000121845 -2.19328e-05 -0.000174587 -3.07557e-05 8.929e-05
internal_weight=0 0.0116754 0.0106643 0.00939493 0.00742388 0.00564909 0.00435627 0.00326367
internal_count=3121 2606 2236 1821 1079 855 403 289
is_linear=0
shrinkage=0.00196078


Tree=4131
num_leaves=8
num_cat=0
split_feature=159 49 151 42 16 0 2
split_gain=2.25922e-05 3.68825e-05 5.98576e-05 6.12438e-05 0.000107501 8.82596e-05 7.84913e-05
threshold=-1.0000000180025095e-35 -0.080089999999999981 -0.044604999999999992 0.091545000000000015 0.22339500000000004 -0.077999999999999986 0.089885000000000007
decision_type=2 2 2 2 2 2 2
left_child=-1 -2 -3 4 5 6 -4
right_child=1 2 3 -5 -6 -7 -8
leaf_value=-0.014231889204845891 0.01572314492895388 -0.022590995835444359 -0.011578806071873258 -0.019243506818826472 -0.021074988166555141 0.031976604403312923 0.019682694655457217
leaf_weight=0.001044926757110984 0.0014897212550566081 0.001145126959995634 0.0017006980839568845 0.0011360920225735099 0.0011721066400415831 0.0015899649940440842 0.001521862922616495
leaf_count=509 243 362 736 471 264 275 261
internal_value=0 0.0012396 -0.00137071 0.00204185 0.00608256 0.0126969 0.00318452
internal_weight=0 0.00975557 0.00826585 0.00712072 0.00598463 0.00481253 0.00322256
internal_count=3121 2612 2369 2007 1536 1272 997
is_linear=0
shrinkage=0.1


Tree=4132
num_leaves=9
num_cat=0
split_feature=42 49 4 151 12 52 12 15
split_gain=2.03525e-05 4.89005e-05 8.23699e-05 4.35371e-05 4.96928e-05 0.000121918 5.99814e-05 3.17084e-05
threshold=-1.0000000180025095e-35 -0.047584999999999995 0.0052350000000000009 -1.0000000180025095e-35 0.095330000000000012 -1.0000000180025095e-35 0.086305000000000007 -0.074054999999999996
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 -2 -3 5 -5 7 -7
right_child=1 3 -4 4 -6 6 -8 -9
leaf_value=-0.0097026212475575021 -0.0049721427621523479 -0.020775090672597137 0.035368868410471321 -0.020722693821046065 -0.014896927892428989 0.019343994269826175 0.035707795796807405 -0.0055142276369985616
leaf_weight=0.0018735495353038529 0.0010012131813964345 0.0010720452115577069 0.0010236147654470744 0.0011923723413062495 0.001445220008516354 0.0010118097210253852 0.0010962950216487338 0.001041162360473642
leaf_count=862 230 304 130 448 365 195 363 224
internal_value=0 0.0017665 0.0154215 -0.00226462 0.00116454 0.00651098 0.0168222 0.00673718
internal_weight=0 0.00888373 0.00202483 0.0068589 0.00578686 0.00434164 0.00314927 0.00205297
internal_count=3121 2259 360 1899 1595 1230 782 419
is_linear=0
shrinkage=0.1


Tree=4133
num_leaves=9
num_cat=0
split_feature=50 157 0 42 0 48 2 4
split_gain=2.14103e-05 3.23094e-05 3.76097e-05 5.15149e-05 8.1757e-05 4.35681e-05 3.234e-05 2.19199e-05
threshold=0.088425000000000017 -0.072409999999999988 -0.019414999999999998 0.091295000000000015 -0.10011499999999998 0.086035000000000014 0.10188000000000001 0.09173000000000002
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 7 -4 -3
right_child=-2 2 6 -5 -6 -7 -8 -9
leaf_value=0.018172932495190645 -0.013423905584238602 0.019513956275455151 0.023914377915365506 0.012773708058566544 -0.027213088373593809 -0.013751613427851615 -0.0011471348521688508 -0.0010801770852331769
leaf_weight=0.0010157486790734775 0.0010995802645714882 0.001009961078449573 0.0010065378348151069 0.0013784961463007527 0.001666341792368459 0.0014243633283201884 0.001054174351300112 0.0010585202899482823
leaf_count=297 560 126 131 487 1075 138 124 183
internal_value=0 0.00130645 -0.000686023 -0.00439913 -0.00898759 -0.000292697 0.011094 0.00897516
internal_weight=0 0.00961414 0.00859839 0.00653768 0.00515919 0.00349284 0.00206071 0.00206848
internal_count=3121 2561 2264 2009 1522 447 255 309
is_linear=0
shrinkage=0.1


Tree=4134
num_leaves=9
num_cat=0
split_feature=52 15 13 12 13 13 52 15
split_gain=2.00222e-05 6.29671e-05 6.36393e-05 6.7713e-05 5.48169e-05 4.89362e-05 5.84519e-05 1.93233e-05
threshold=-0.057699999999999994 -0.11713499999999999 -0.015874999999999997 0.088930000000000023 -0.094514999999999988 -0.004174999999999999 -0.088204999999999992 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2
left_child=5 -2 4 7 -3 -1 -7 -4
right_child=1 2 3 -5 -6 6 -8 -9
leaf_value=0.022890723535899535 -0.0223141288359405 0.0011468467281861155 0.0088214155027725692 0.029204259857731785 -0.028680907484465997 -0.019747350767137708 0.013564104881631206 -0.0098044769626443942
leaf_weight=0.00115466048396058 0.0013817234570128022 0.0015777352909077146 0.0011617736740501365 0.0012182466812327357 0.0010109064591574521 0.0010305741115615335 0.0010775049882258061 0.0010699635305898101
leaf_count=538 374 196 116 318 920 302 86 271
internal_value=0 -0.00305649 0.00134994 0.0102424 -0.0105014 0.00634292 -0.00272083 -0.000108411
internal_weight=0 0.00742035 0.00603863 0.00344998 0.00258864 0.00326274 0.00210808 0.00223174
internal_count=3121 2195 1821 705 1116 926 388 387
is_linear=0
shrinkage=0.1


Tree=4135
num_leaves=9
num_cat=0
split_feature=1 12 3 3 42 1 2 0
split_gain=2.21546e-05 5.16994e-05 4.82422e-05 0.000109795 4.56168e-05 3.50128e-05 3.26216e-05 7.77888e-05
threshold=0.094385000000000011 0.088245000000000004 -0.077774999999999983 0.083060000000000009 0.084635000000000016 0.11507500000000002 0.092365000000000017 -0.13027499999999997
decision_type=2 2 2 2 2 2 2 2
left_child=1 6 -2 -4 -3 -5 7 -1
right_child=2 4 3 5 -6 -7 -8 -9
leaf_value=0.01302941263351084 -0.011850156976396332 -0.0053494123493904909 0.036339747317979114 0.010209476227763034 0.020669524552848879 -0.014173720332187015 -0.027750739102188476 -0.025524145593237603
leaf_weight=0.0010626922961177753 0.0012645856309450574 0.0015879193244589178 0.0011453350173336895 0.0012377938502470265 0.001170529643474747 0.0011233732976719674 0.0010220880399659086 0.0010311630001413738
leaf_count=122 277 514 376 130 555 160 175 812
internal_value=0 -0.0042791 0.00489417 0.0109328 0.00569155 -0.00139133 -0.0131058 -0.0059571
internal_weight=0 0.00587439 0.00477109 0.0035065 0.00275845 0.00236117 0.00311594 0.00209386
internal_count=3121 2178 943 666 1069 290 1109 934
is_linear=0
shrinkage=0.1


Tree=4136
num_leaves=10
num_cat=0
split_feature=484 4 43 16 13 16 16 0 51
split_gain=0.000100003 5.9198e-05 6.15748e-05 9.23854e-05 0.00014727 6.34816e-05 9.26158e-05 9.31926e-05 0.000236402
threshold=-1.0000000180025095e-35 0.27044500000000005 -0.074359999999999996 0.23311500000000004 -0.0034749999999999994 0.22339500000000004 -0.014034999999999997 -0.10224499999999999 0.081440000000000026
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 6 7 8 -4
right_child=1 -3 5 -5 -6 -7 -8 -9 -10
leaf_value=-0.00060243821621888249 0.00037963127850533095 0.00038674909573714752 -0.001095254227752047 0.00066820711283185885 -0.00055195738769509884 -0.00053609404742103756 0.00049108207281144546 0.00014873970442020899 0.0002118486626208664
leaf_weight=0.0010211055800740639 0.0015420213566007092 0.0016082795255291495 0.001083955027172844 0.0010659263989916193 0.0011308805228596244 0.001235833333914773 0.0010083139877145701 0.0018403497690318189 0.0010446703021080861
leaf_count=515 459 346 107 151 234 214 213 813 69
internal_value=0 3.77106e-05 -1.86956e-05 0.000180126 -1.45154e-05 -0.000138339 -3.9579e-05 -0.000174393 -0.000453764
internal_weight=0 0.0115602 0.00995195 0.00373883 0.0026729 0.00621312 0.00497729 0.00396898 0.00212863
internal_count=3121 2606 2260 844 693 1416 1202 989 176
is_linear=0
shrinkage=0.00196078


Tree=4137
num_leaves=8
num_cat=0
split_feature=4 151 43 43 43 0 16
split_gain=2.21921e-05 3.06959e-05 5.14553e-05 7.62992e-05 5.29305e-05 9.14704e-05 3.5268e-05
threshold=0.27287000000000006 -0.024429999999999997 -0.074359999999999996 -0.11180499999999999 0.016310000000000002 -0.084144999999999984 -0.078464999999999993
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 -3 5 6 -4
right_child=-2 2 4 -5 -6 -7 -8
leaf_value=0.011061995913082337 0.011008510943350387 -0.0071816440582158124 -0.019203406425533892 0.026883057195138782 0.0029872759573062557 -0.042462769017894655 0.0071397012352649785
leaf_weight=0.0014971003340673557 0.0015240315451924931 0.0016559414029619778 0.0010333833639866853 0.001090542995174909 0.0017762776632713351 0.0010615404222419035 0.0010000235880283854
leaf_count=451 352 271 293 545 401 625 183
internal_value=0 -0.00202842 -0.00460107 0.00634438 -0.0107723 -0.0186693 -0.00624794
internal_weight=0 0.00911481 0.00761771 0.00274648 0.00487123 0.00309495 0.00203341
internal_count=3121 2769 2318 816 1502 1101 476
is_linear=0
shrinkage=0.1


Tree=4138
num_leaves=9
num_cat=0
split_feature=1 457 52 0 0 13 0 2
split_gain=2.08204e-05 3.92084e-05 5.39569e-05 7.98417e-05 6.20571e-05 5.94059e-05 3.46018e-05 3.18935e-05
threshold=0.12500000000000003 0.045365000000000009 0.11434500000000002 -0.084269999999999984 -0.10607499999999999 -0.077799999999999994 -0.14920999999999998 0.092120000000000021
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 4 6 -5 -1 -7
right_child=-2 -3 -4 5 -6 7 -8 -9
leaf_value=-0.013623777819296244 0.011172392024095021 0.013561832654111256 -0.026266746632971589 0.027814204048730612 -0.032573797454958406 -0.011785210944727492 0.010470307616736533 0.012551708696695807
leaf_weight=0.0013965589763089564 0.0014088053815171841 0.0013945073331890186 0.0010052646889940221 0.001166317891789957 0.0010345018285446332 0.0011307102829403099 0.0010398432627813717 0.0010280943173430316
leaf_count=151 279 271 434 254 687 517 157 371
internal_value=0 -0.00188245 -0.00464317 -0.00144462 -0.0120535 0.00962939 -0.00334055 -0.000195163
internal_weight=0 0.0091958 0.00780129 0.00679603 0.0034709 0.00332512 0.0024364 0.0021588
internal_count=3121 2842 2571 2137 995 1142 308 888
is_linear=0
shrinkage=0.1


Tree=4139
num_leaves=8
num_cat=0
split_feature=4 42 47 133 160 3 1
split_gain=2.07655e-05 2.6903e-05 5.12702e-05 7.43247e-05 6.77956e-05 6.46847e-05 6.90723e-05
threshold=0.27287000000000006 0.092145000000000019 0.09550500000000002 0.083950000000000011 -0.025879999999999997 -0.078934999999999991 0.094465000000000007
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 4 -1 -6 -7
right_child=-2 -3 -4 -5 5 6 -8
leaf_value=0.01219856625275479 0.010698238063769652 -0.015087095107986587 0.019129611030228075 0.015593431355691396 -0.036641445657045697 -0.020977231657074231 0.011338934535337701
leaf_weight=0.001130451357040263 0.001515652262623437 0.0013296236728898387 0.0012194365435076416 0.0015880195875423095 0.0010620432164701681 0.0015912486952581882 0.0011318543546015025
leaf_count=339 352 544 206 620 702 224 134
internal_value=0 -0.00194871 0.000313236 -0.00321486 -0.00929101 -0.015709 -0.00754506
internal_weight=0 0.00905268 0.00772305 0.00650362 0.0049156 0.00378515 0.0027231
internal_count=3121 2769 2225 2019 1399 1060 358
is_linear=0
shrinkage=0.1


Tree=4140
num_leaves=9
num_cat=0
split_feature=475 42 43 4 4 2 16 3
split_gain=2.26677e-05 3.5822e-05 4.36463e-05 5.97791e-05 9.34111e-05 9.10619e-05 6.95739e-05 3.65594e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.074359999999999996 0.24564500000000003 0.033845000000000007 0.10672500000000001 -0.088159999999999988 -0.084074999999999997
decision_type=2 2 2 2 2 2 2 2
left_child=-1 -2 7 4 5 6 -4 -3
right_child=1 2 3 -5 -6 -7 -8 -9
leaf_value=-0.014361151767726272 -0.011747875353033585 0.0038586814589219986 0.0088865581577599762 0.019316689506985882 -0.028981917374729094 0.027523085918579149 -0.026890781172796686 0.030060066248279938
leaf_weight=0.0010109953797649987 0.0017045344473040737 0.0011083460521175157 0.0011274347645930929 0.0012174395777503969 0.0012420139884619192 0.0010473858606463854 0.0010495078897151469 0.0010250594110359336
leaf_count=501 809 190 165 214 132 144 494 472
internal_value=0 0.00138742 0.00425157 -0.000326337 -0.00568065 0.00329502 -0.00836176 0.0164479
internal_weight=0 0.00952172 0.00781719 0.00568378 0.00446634 0.00322433 0.00217694 0.00213341
internal_count=3121 2620 1811 1149 935 803 659 662
is_linear=0
shrinkage=0.1


Tree=4141
num_leaves=9
num_cat=0
split_feature=48 48 51 0 4 0 0 12
split_gain=5.28814e-05 9.14306e-05 0.000107258 7.25357e-05 5.49999e-05 7.17977e-05 7.99063e-05 7.78537e-05
threshold=0.12230500000000001 0.092475000000000016 0.086310000000000012 -0.16360999999999995 0.16173500000000005 -0.084269999999999984 -0.053834999999999994 0.051320000000000005
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 -5 -7 -8
right_child=-2 -3 -4 4 -6 6 7 -9
leaf_value=0.00052436894754781711 -0.00043198867280374638 0.00052092501697224662 -0.00061182353818822288 -0.00046252860602027322 0.00029381019678330637 0.00037800970031852805 0.0002074201329370571 -0.00046071570344071924
leaf_weight=0.001060524533572472 0.0010082428372981218 0.0013219055143350285 0.0010781914298021401 0.0016241641112905514 0.0016464641663820959 0.0015464174747819668 0.0011590247501301332 0.0015908539084256434
leaf_count=120 108 257 320 786 326 901 114 189
internal_value=0 3.71449e-05 -2.87458e-05 4.41227e-05 -2.31851e-05 -0.000111341 2.14218e-05 -0.000179108
internal_weight=0 0.0110275 0.00970564 0.00862745 0.00756692 0.00592046 0.0042963 0.00274988
internal_count=3121 3013 2756 2436 2316 1990 1204 303
is_linear=0
shrinkage=0.00196078


Tree=4142
num_leaves=8
num_cat=0
split_feature=159 2 3 2 15 13 3
split_gain=2.01329e-05 2.80856e-05 4.3233e-05 6.44376e-05 0.000114118 3.97019e-05 3.6175e-05
threshold=-1.0000000180025095e-35 0.088225000000000012 -0.11255999999999998 0.10613000000000002 -0.074054999999999996 -0.014169999999999999 -0.078934999999999991
decision_type=2 2 2 2 2 2 2
left_child=-1 6 -3 5 -5 -4 -2
right_child=1 2 3 4 -6 -7 -8
leaf_value=-0.01350558534266182 -0.017256471807117753 0.022277509547123486 -0.0020542288983090742 0.014457798418727245 -0.030387969543320032 0.023651712843912889 0.0031575558605886284
leaf_weight=0.0010140308659554948 0.0015408048644186896 0.00122132226859069 0.0010617548956025661 0.0010072317128054253 0.0012995179924499382 0.0013839731352790383 0.0019881595250893437
leaf_count=509 870 211 382 263 245 270 371
internal_value=0 0.0013177 0.00549615 0.00118357 -0.0108063 0.0124921 -0.00575555
internal_weight=0 0.00950276 0.0059738 0.00475248 0.00230675 0.00244573 0.00352896
internal_count=3121 2612 1371 1160 508 652 1241
is_linear=0
shrinkage=0.1


Tree=4143
num_leaves=9
num_cat=0
split_feature=11 3 3 13 1 47 49 1
split_gain=8.58486e-05 7.89766e-05 7.20658e-05 7.67681e-05 9.35583e-05 8.79042e-05 9.78674e-05 7.74414e-05
threshold=0.081365000000000007 -0.10519499999999998 -0.078934999999999991 -0.081224999999999978 0.08844500000000001 0.096175000000000024 -0.054984999999999992 0.094825000000000007
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 -4 6 -5 -8
right_child=-2 2 3 5 -6 -7 7 -9
leaf_value=0.00040151317557134722 -0.00055744677915505912 -0.00039801982477677368 -3.1675796816385521e-05 -0.0004139714144317468 0.00072858937146961426 -0.00050819168079031666 -4.8509724734848935e-05 0.00058191259466449047
leaf_weight=0.0019104538323410506 0.0010158579006251242 0.0017255862616931865 0.0013102235815272514 0.0012064365192138689 0.0011852977575418431 0.0014069506639309975 0.0015978747857017138 0.0014104129093056948
leaf_count=241 178 1329 135 143 259 142 453 241
internal_value=0 3.66828e-05 -3.41297e-05 4.32276e-05 0.000329427 -8.38196e-05 5.78435e-05 0.000247059
internal_weight=0 0.0117532 0.00984278 0.0081172 0.00249552 0.00562167 0.00421472 0.00300829
internal_count=3121 2943 2702 1373 394 979 837 694
is_linear=0
shrinkage=0.00196078


Tree=4144
num_leaves=11
num_cat=0
split_feature=484 133 52 16 49 151 0 133 15 4
split_gain=0.000123961 6.51405e-05 7.57893e-05 0.000112013 5.99121e-05 7.06009e-05 0.000127843 7.3373e-05 6.73449e-05 0.000113323
threshold=-1.0000000180025095e-35 0.10622000000000002 0.096795000000000006 -0.008904999999999998 -0.080089999999999981 -0.044604999999999992 -0.053834999999999994 -0.0061299999999999992 -0.055554999999999993 0.24564500000000003
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 -4 -2 -6 7 -7 9 -9
right_child=1 -3 3 -5 5 6 -8 8 -10 -11
leaf_value=-0.00066551776625757857 0.00037673285458114159 -0.00042731021803090895 -4.2292011064343792e-05 0.0008675854335794057 -0.00052298250825487001 -0.00026124879141332241 -0.00046158979496213273 -0.00030088421132675879 0.00068664857672540299 0.00059556674319317861
leaf_weight=0.0010294295155737583 0.0014173128240003901 0.0010278509703848951 0.001012534625730642 0.0010698102330358871 0.0010940957865474251 0.0010740080380290578 0.0015823789073243838 0.0011626003924942124 0.0012601483981206627 0.0010159019919247774
leaf_count=515 201 370 360 79 261 554 272 158 254 97
internal_value=0 4.41585e-05 8.94956e-05 0.00042516 8.28106e-06 -6.43579e-05 1.79679e-05 0.000186126 0.000325857 0.000117158
internal_weight=0 0.0117166 0.0106888 0.00208234 0.00860645 0.00718913 0.00609504 0.00451266 0.00343865 0.0021785
internal_count=3121 2606 2236 439 1797 1596 1335 1063 509 255
is_linear=0
shrinkage=0.00196078


Tree=4145
num_leaves=11
num_cat=0
split_feature=48 48 51 1 159 2 2 12 15 51
split_gain=0.000108085 0.000108706 0.000113547 8.83612e-05 6.22985e-05 7.2213e-05 9.62273e-05 6.85765e-05 5.80725e-05 3.30061e-05
threshold=0.12737000000000001 0.092475000000000016 0.087505000000000013 0.111945 0.082585000000000006 0.10097500000000002 0.092235000000000025 0.088365000000000013 -0.0063699999999999989 -0.070629999999999984
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 7 8 -1 -5
right_child=-2 -3 -4 9 -6 -7 -8 -9 -10 -11
leaf_value=-0.00010359704883714276 -0.00063646079237013493 0.0005159558702960683 -0.00063173897762206768 0.00014480612450183572 -0.00048411109280824786 -0.00031471114360798359 0.00066494742898655129 -0.00037049250850456993 0.00053568427272440895 0.00064806684063582331
leaf_weight=0.0011568003247653422 0.0010047512070755138 0.0015603236294592588 0.0011100466984703917 0.001000538481893967 0.0011610829904833047 0.0018698095837786739 0.001045754888565292 0.0012971153790634123 0.0010352172002317445 0.0010036058774527861
leaf_count=293 96 269 307 86 308 362 205 494 460 241
internal_value=0 3.25198e-05 -3.81093e-05 3.07478e-05 -6.62237e-05 9.53348e-06 0.000143225 -1.31445e-05 0.000198314 0.000396822
internal_weight=0 0.0122403 0.01068 0.00956992 0.00756578 0.0064047 0.00453489 0.00348913 0.00219202 0.00200414
internal_count=3121 3025 2756 2449 2122 1814 1452 1247 753 327
is_linear=0
shrinkage=0.00196078


Tree=4146
num_leaves=8
num_cat=0
split_feature=13 3 39 133 13 16 4
split_gain=2.01515e-05 4.12329e-05 5.35996e-05 4.61137e-05 6.51788e-05 8.32936e-05 4.93391e-05
threshold=-0.23438999999999996 0.10893000000000001 0.0046100000000000004 1.0000000180025095e-35 -0.063184999999999977 0.0065250000000000004 0.0061450000000000003
decision_type=2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 6 -6
right_child=1 -3 -4 -5 5 -7 -8
leaf_value=0.011670909194573245 -0.015993025832012099 -0.01786345040097231 0.021888969967148002 -0.018342887570594209 -0.014411113855554207 0.032921277665674896 0.01150146222924088
leaf_weight=0.0012727029148336564 0.0014835814126235086 0.0013560957403270365 0.0010642527121773378 0.0014114832043268426 0.0013183599256273524 0.0010384733082606876 0.0016600461147510421
leaf_count=169 632 111 328 968 496 240 177
internal_value=0 -0.00174287 0.000997913 -0.00221875 0.0019189 0.00853443 3.15346e-05
internal_weight=0 0.00933229 0.0079762 0.00691194 0.00550046 0.00401688 0.00297841
internal_count=3121 2952 2841 2513 1545 913 673
is_linear=0
shrinkage=0.1


Tree=4147
num_leaves=9
num_cat=0
split_feature=484 4 16 0 0 2 2 43
split_gain=8.2937e-05 5.09297e-05 4.54691e-05 8.83573e-05 7.48509e-05 6.8221e-05 9.1441e-05 8.64263e-05
threshold=-1.0000000180025095e-35 0.27044500000000005 -0.014034999999999997 -0.053834999999999994 -0.0058249999999999994 0.092365000000000017 0.088225000000000012 -0.0030899999999999994
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 5 -4 -5 6 7 -2
right_child=1 -3 3 4 -6 -7 -8 -9
leaf_value=-0.00053845791531512198 0.0001553592306312663 0.00037011102968852096 0.00047751596593556924 -0.00050511244816014175 0.00016587398396031221 -0.00043395731540189482 0.00046929047060793758 -0.00059569321841148519
leaf_weight=0.0010139423726466335 0.0012686393159716497 0.0016086272893217927 0.0017922460600390171 0.0010144003997085427 0.0017280728690051341 0.0018402064571524717 0.0012094221430550417 0.001099683597659312
leaf_count=515 526 346 578 116 187 403 186 264
internal_value=0 4.64025e-05 -5.91779e-06 0.000138946 -8.2314e-05 -0.000127166 3.06313e-05 -0.000193377
internal_weight=0 0.0115613 0.00995267 0.00453472 0.00274247 0.00541795 0.00357775 0.00236832
internal_count=3121 2606 2260 881 303 1379 976 790
is_linear=0
shrinkage=0.00196078


Tree=4148
num_leaves=8
num_cat=0
split_feature=52 52 52 15 2 13 0
split_gain=1.99827e-05 5.26334e-05 4.28922e-05 5.49178e-05 7.11786e-05 4.15502e-05 1.99673e-05
threshold=-0.24456499999999998 -0.081429999999999989 -0.0064899999999999992 -0.11713499999999999 0.10097500000000002 -0.014169999999999999 -0.10011499999999998
decision_type=2 2 2 2 2 2 2
left_child=-1 -2 -3 -4 5 -5 -7
right_child=1 2 3 4 -6 6 -8
leaf_value=-0.013344565638143869 0.020094032882601569 -0.016770284160117426 -0.01761634596734362 0.0011228049185334321 -0.010440374309006477 0.032882693376404606 0.013888047437453838
leaf_weight=0.0010312620918921716 0.0012901539886622316 0.0015247349510597655 0.0011986865167817806 0.001537097433854503 0.0017896505770396403 0.0010109555246294866 0.0012228271755557914
leaf_count=364 407 438 330 770 297 66 449
internal_value=0 0.00130608 -0.00161998 0.0017976 0.00598268 0.013777 0.0224846
internal_weight=0 0.00957411 0.00828395 0.00675922 0.00556053 0.00377088 0.00223378
internal_count=3121 2757 2350 1912 1582 1285 515
is_linear=0
shrinkage=0.1


Tree=4149
num_leaves=11
num_cat=0
split_feature=484 42 47 4 1 49 3 15 0 0
split_gain=0.000101034 8.66659e-05 8.1082e-05 9.69089e-05 0.000103564 6.39548e-05 9.29005e-05 8.07516e-05 0.000211173 7.45003e-05
threshold=-1.0000000180025095e-35 0.10256000000000001 0.10980000000000002 0.36766000000000004 0.11212500000000002 -0.069799999999999987 -0.078934999999999991 -0.095869999999999983 -0.10011499999999998 -0.076899999999999982
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 -2 9 -8 -9 -7
right_child=1 -3 -4 -5 -6 6 7 8 -10 -11
leaf_value=-0.00058639003161344461 -0.00032438548117286051 -0.00049885740265450784 0.00056237913911921897 0.00055227260181590486 -0.0006121805155308946 -0.00058166124051442785 -0.00014329530044265924 0.0012017701553692173 8.42357182282132e-05 0.00013949327239794044
leaf_weight=0.0010537021586039504 0.0014652185854312069 0.0010256263842531284 0.0012735885808470735 0.0012268860882268208 0.0010551781519853934 0.0010091012851493766 0.0010721555951156564 0.001019382718525863 0.0017945063763939546 0.0012125653255986213
leaf_count=515 208 310 119 229 120 856 137 66 338 223
internal_value=0 4.65434e-05 9.68084e-05 3.66414e-05 -3.66796e-05 4.35082e-05 0.000131765 0.00031461 0.000489083 -0.000188062
internal_weight=0 0.0121542 0.0111286 0.00985499 0.00862811 0.00757293 0.00610771 0.00388604 0.00281389 0.00222167
internal_count=3121 2606 2296 2177 1948 1828 1620 541 404 1079
is_linear=0
shrinkage=0.00196078


Tree=4150
num_leaves=9
num_cat=0
split_feature=484 4 16 0 0 2 16 2
split_gain=0.000212527 8.61677e-05 4.68579e-05 0.000117041 8.03533e-05 7.81104e-05 7.47701e-05 9.5218e-05
threshold=-0.0068949999999999992 0.27044500000000005 -0.014034999999999997 -0.053834999999999994 -0.0058249999999999994 0.092755000000000018 -0.083134999999999987 0.088225000000000012
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 5 -4 -5 6 7 -2
right_child=1 -3 3 4 -6 -7 -8 -9
leaf_value=-0.00087598529752274182 -9.6608135737427924e-05 0.00047241594332480581 0.0005212026848936802 -0.00055095551273682836 0.00014012581631391236 -0.00044217950863833789 -0.00039567559727091351 0.00064467852079886463
leaf_weight=0.0010004464296816474 0.0015906904471564712 0.0017086426471108864 0.001881468035384911 0.0010170460797178371 0.001777118958142373 0.0019340134697833009 0.0010786999007485077 0.0011462792734954711
leaf_count=503 433 346 582 116 188 389 450 114
internal_value=0 6.4266e-05 -2.62717e-06 0.000143146 -0.00011142 -0.00012117 4.15373e-05 0.000213853
internal_weight=0 0.012134 0.0104253 0.00467563 0.00279417 0.00574968 0.00381567 0.00273697
internal_count=3121 2618 2272 886 304 1386 997 547
is_linear=0
shrinkage=0.00196078


Tree=4151
num_leaves=7
num_cat=0
split_feature=51 43 43 48 0 16
split_gain=1.91915e-05 3.61705e-05 6.25515e-05 4.37466e-05 8.73854e-05 8.22059e-05
threshold=-0.076794999999999988 -0.15582499999999996 -0.0037449999999999996 0.085875000000000021 -0.14001499999999997 -0.056919999999999991
decision_type=2 2 2 2 2 2
left_child=-1 -2 -3 4 -4 -6
right_child=1 2 3 -5 5 -7
leaf_value=-0.0096423341643399121 0.016634846389183552 -0.016559923096810862 0.035430014737237912 -0.008443145661244723 0.016128921458461232 -0.018682178148862232
leaf_weight=0.0017635898045949101 0.0013836187496966707 0.0019151432078410068 0.0010241645359108584 0.0018044135348053991 0.0015867677038355022 0.0011849654407652468
leaf_count=537 213 1380 138 219 455 179
internal_value=0 0.00177637 -0.000959126 0.00437589 0.0104695 0.00124655
internal_weight=0 0.00889907 0.00751545 0.00560031 0.0037959 0.00277173
internal_count=3121 2584 2371 991 772 634
is_linear=0
shrinkage=0.1


Tree=4152
num_leaves=10
num_cat=0
split_feature=133 133 42 15 13 2 1 0 13
split_gain=5.14449e-05 9.21639e-05 4.48547e-05 7.65597e-05 4.74164e-05 0.000106243 0.000256073 0.000120293 5.48659e-05
threshold=0.10622000000000002 0.083950000000000011 0.097315000000000026 0.035560000000000008 0.10820000000000002 0.099515000000000006 0.11181500000000001 -0.13027499999999997 -0.017449999999999997
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 7 -7 -1 -9
right_child=-2 -3 -4 -5 -6 6 -8 8 -10
leaf_value=0.00018004274680902258 -0.00043112627814266514 0.00050390493943038798 0.00033537772733140055 -0.00046570946074716576 0.00038279126208062652 0.0009420425647619935 -0.00031894015378227189 -0.0008880558459420149 -0.00028136878273513305
leaf_weight=0.0014112211502463629 0.0010220943294352173 0.0013763587246525865 0.0011066282971585921 0.0016418684097150044 0.0010767303430832716 0.0011285258290388289 0.0013717996495736795 0.0010142708643493975 0.0013175977971531297
leaf_count=112 435 580 195 737 113 247 175 310 217
internal_value=0 2.79982e-05 -3.70571e-05 -8.30453e-05 2.78415e-06 -6.27513e-05 0.000250206 -0.000271802 -0.000545254
internal_weight=0 0.011445 0.0100686 0.00896201 0.00732015 0.00624342 0.00250033 0.00374309 0.00233187
internal_count=3121 2686 2106 1911 1174 1061 422 639 527
is_linear=0
shrinkage=0.00196078


Tree=4153
num_leaves=8
num_cat=0
split_feature=13 39 48 4 3 15 16
split_gain=2.16067e-05 3.15828e-05 5.41023e-05 6.54048e-05 7.64347e-05 6.32987e-05 4.18564e-05
threshold=-0.23438999999999996 0.085060000000000011 0.11077000000000002 0.0061450000000000003 -0.077644999999999978 -0.095869999999999983 -0.078844999999999985
decision_type=2 2 2 2 2 2 2
left_child=-1 2 3 4 6 -5 -2
right_child=1 -3 -4 5 -6 -7 -8
leaf_value=0.012045160446764401 0.014423797652450302 0.014970558612958838 -0.025308796410925025 -0.0041055874568620898 -0.02971594410203577 0.023014316774853199 -0.011027419672331024
leaf_weight=0.0012866582243625411 0.0011492165827493574 0.0010055920461959052 0.0010249123323605664 0.0017459504503528778 0.0012767775574229071 0.0016972743529486945 0.0014761708638370721
leaf_count=169 601 304 110 225 478 329 905
internal_value=0 -0.00177418 -0.00378586 -0.000782733 -0.00964668 0.00926267 0.000113397
internal_weight=0 0.00937589 0.0083703 0.00734539 0.00390217 0.00344322 0.00262539
internal_count=3121 2952 2648 2538 1984 554 1506
is_linear=0
shrinkage=0.1


Tree=4154
num_leaves=11
num_cat=0
split_feature=133 133 4 16 52 0 3 52 1 43
split_gain=6.23444e-05 7.50962e-05 6.02691e-05 8.4122e-05 0.000100308 0.000147848 0.000189632 7.50253e-05 6.49329e-05 4.79576e-05
threshold=0.10622000000000002 0.089755000000000015 0.27287000000000006 -0.27167499999999994 0.077655000000000016 -0.10607499999999999 -0.078934999999999991 0.10898500000000001 0.09697500000000002 -0.0011349999999999999
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 8 -7 -6 -5 -8
right_child=-2 -3 -4 4 7 6 9 -9 -10 -11
leaf_value=-0.0005594398936193517 -0.00047091702731633773 0.00054791518020859246 0.00032511425349160666 -8.0059962429319901e-05 0.00074495498158094384 -0.001116322445297506 0.00022514121873071002 -4.3990579314981798e-06 0.00056041337999508407 -0.00038172804484175766
leaf_weight=0.0011993196966616493 0.0010052956543070935 0.001013550722628479 0.0017130972972278719 0.0013010228163835048 0.0010240954673901926 0.0010216752606450516 0.0010015574180196572 0.0010306495717194832 0.0011434757281287775 0.0010010085294352715
leaf_count=123 435 224 296 117 392 754 189 288 116 187
internal_value=0 3.8363e-05 -1.11255e-05 -7.71606e-05 -2.80429e-07 -0.00013906 -0.000428914 0.000369083 0.000219538 -7.82102e-05
internal_weight=0 0.0114495 0.0104359 0.0087228 0.00752348 0.00546874 0.00302424 0.00205475 0.0024445 0.00200257
internal_count=3121 2686 2462 2166 2043 1363 1130 680 233 376
is_linear=0
shrinkage=0.00196078


Tree=4155
num_leaves=8
num_cat=0
split_feature=43 1 16 0 0 49 1
split_gain=2.05285e-05 4.07663e-05 0.000101106 8.55649e-05 3.82952e-05 2.89006e-05 2.7613e-05
threshold=-0.27207999999999993 0.12500000000000003 0.22339500000000004 -0.077999999999999986 -0.10607499999999999 -0.043469999999999995 0.10920500000000001
decision_type=2 2 2 2 2 2 2
left_child=-1 2 3 4 5 -2 -7
right_child=1 -3 -4 -5 -6 6 -8
leaf_value=-0.01339649854279692 0.014916774064471942 0.019364757322970706 -0.030236262407473291 0.020880073709274152 -0.014475946819476532 0.0069328241629311978 -0.015354038736106102
leaf_weight=0.0010468930994121791 0.0012758203877755556 0.0011109302303141935 0.0010386756027036216 0.0019803525739479216 0.0019825742039663039 0.0011371667674004988 0.0010876336993898873
leaf_count=144 149 274 379 588 1295 224 68
internal_value=0 0.00134949 -0.00100445 0.00306364 -0.00337108 0.00291815 -0.00396251
internal_weight=0 0.00961315 0.00850222 0.00746355 0.0054832 0.00350062 0.0022248
internal_count=3121 2977 2703 2324 1736 441 292
is_linear=0
shrinkage=0.1


Tree=4156
num_leaves=10
num_cat=0
split_feature=484 4 48 3 150 43 16 3 0
split_gain=0.000107566 6.86971e-05 5.46079e-05 4.53774e-05 8.43205e-05 9.3521e-05 0.000110806 8.37642e-05 6.81786e-05
threshold=-1.0000000180025095e-35 0.27044500000000005 0.092475000000000016 0.10542000000000001 0.083340000000000011 -0.074359999999999996 -0.056919999999999991 -0.08824499999999999 -0.10011499999999998
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 7 8 -2 -7
right_child=1 -3 -4 -5 -6 6 -8 -9 -10
leaf_value=-0.00061980410047120281 -0.00010273054949684397 0.00042450619041658843 0.00032425241857288905 0.00023833742342622323 -0.00066307576117584247 0.00035013706433751658 -0.0007745962955156791 0.00061522324431473308 -0.00035020500840645953
leaf_weight=0.0010061919901416605 0.0013377093122461711 0.0016087116134809254 0.0015550426470880068 0.0014507003587279632 0.00102100685540995 0.0010372320161577424 0.0011081865600599777 0.0011723004480967414 0.0011024575192661674
leaf_count=515 248 346 242 86 225 96 381 340 642
internal_value=0 4.90092e-05 -1.2727e-05 -7.64018e-05 -0.000143757 -5.16695e-05 -0.00027135 0.00023259 -1.07085e-05
internal_weight=0 0.0113933 0.00978464 0.00822959 0.00677889 0.00575789 0.00324788 0.00251001 0.00213969
internal_count=3121 2606 2260 2018 1932 1707 1119 588 738
is_linear=0
shrinkage=0.00196078


Tree=4157
num_leaves=11
num_cat=0
split_feature=42 484 43 40 3 15 0 47 3 15
split_gain=0.000171237 0.000169177 0.000134055 0.000134927 0.000146645 0.000158364 0.000157673 0.000188711 6.68314e-05 0.000165399
threshold=-0.11051499999999999 -0.0068949999999999992 0.16180500000000003 -0.026419999999999996 -0.10519499999999998 -1.0000000180025095e-35 -0.055064999999999996 0.086380000000000012 0.090900000000000009 0.088235000000000022
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 5 -5 7 8 9 -6
right_child=1 2 -4 4 6 -7 -8 -9 -10 -11
leaf_value=-0.00077974698584503093 -0.00071066823881913289 0.00084160807352075099 -0.00052000419445298097 0.0010767813715218798 -0.00029486940589442128 9.7739231019091031e-05 -0.0006890318751018844 -0.00045793598963413107 0.00057171695376526468 0.00062805780542848195
leaf_weight=0.0010278375420732207 0.0010397668702160001 0.0010628515186606501 0.0011722636598038008 0.0011019277158860624 0.0017208941650240358 0.0014997076753089954 0.0011688988184236854 0.0017746777924996238 0.0019346424519471883 0.0013185587373112165
leaf_count=181 481 261 186 102 786 182 206 159 155 422
internal_value=0 4.98595e-05 0.000111859 0.000175812 0.000108541 0.000512414 -2.41659e-05 9.099e-05 0.000286838 0.00010551
internal_weight=0 0.0137942 0.0127544 0.0115822 0.0105193 0.00260164 0.00791767 0.00674877 0.0049741 0.00303945
internal_count=3121 2940 2459 2273 2012 284 1728 1522 1363 1208
is_linear=0
shrinkage=0.00196078


Tree=4158
num_leaves=11
num_cat=0
split_feature=484 42 42 15 4 48 15 12 52 15
split_gain=0.000143576 0.000103101 0.000114214 7.79681e-05 0.000104591 0.000143245 0.000138855 4.49423e-05 6.37794e-05 3.57268e-05
threshold=-0.0068949999999999992 -0.11051499999999999 -0.088669999999999985 -0.15914499999999995 0.033845000000000007 0.092805000000000012 -0.055554999999999993 0.095330000000000012 -0.0064899999999999992 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 -4 5 7 -6 8 -5 -10
right_child=1 2 3 4 6 -7 -8 -9 9 -11
leaf_value=-0.00071903330041176025 -0.00055479918046868755 0.00072596247033781072 0.00048826692437691627 -0.00017105246561032413 -0.00071017693392612965 0.00078762033423858575 9.845063994380889e-05 -0.00034890073083384269 0.00054726825638394907 4.6516180546711153e-05
leaf_weight=0.0010151546249886232 0.0010098881463510871 0.00101755216309118 0.001307641663590692 0.0019319457087287641 0.0016379969472591423 0.0010466216435947636 0.0016277844580716784 0.0011516305277665673 0.0011908298575997148 0.0010144119135031258
leaf_count=503 159 201 297 441 183 166 161 302 146 562
internal_value=0 4.67559e-05 9.76935e-05 3.90901e-05 -2.20857e-05 0.000124847 -0.000307127 -6.31121e-06 8.90523e-05 0.000316922
internal_weight=0 0.0129363 0.0119264 0.0109089 0.00960122 0.00633544 0.00326578 0.00528882 0.00413719 0.00220524
internal_count=3121 2618 2459 2258 1961 1617 344 1451 1149 708
is_linear=0
shrinkage=0.00196078


Tree=4159
num_leaves=8
num_cat=0
split_feature=4 16 2 48 15 3 52
split_gain=2.01243e-05 3.65023e-05 6.7426e-05 6.62322e-05 5.63702e-05 7.0684e-05 5.09403e-05
threshold=0.27287000000000006 -0.094359999999999986 0.092755000000000018 0.091545000000000015 -0.016799999999999995 0.092670000000000016 0.0031350000000000002
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 4 -3 6 -6
right_child=-2 3 -4 -5 5 -7 -8
leaf_value=0.00096548419882398664 0.010452580829490479 -0.018944178084646573 -0.031246128026150368 0.022067819912459215 -0.018327528141925887 0.026161301821110868 0.0097050850766833077
leaf_weight=0.0016702200254222308 0.001546510293688008 0.0015412007466257737 0.0010636817036854978 0.001334149583121046 0.0013509801490903372 0.0010226262101360462 0.0012461977974712116
leaf_count=287 352 613 180 267 683 89 650
internal_value=0 -0.00187352 -0.0115671 0.00220665 -0.00292757 0.0038918 -0.00487671
internal_weight=0 0.00922906 0.0027339 0.00649515 0.005161 0.0036198 0.00259718
internal_count=3121 2769 467 2302 2035 1422 1333
is_linear=0
shrinkage=0.1


Tree=4160
num_leaves=9
num_cat=0
split_feature=52 11 52 13 2 3 0 3
split_gain=1.99463e-05 3.07618e-05 4.59025e-05 6.61364e-05 5.23534e-05 7.69043e-05 3.34471e-05 7.07732e-05
threshold=0.15915500000000002 1.0000000180025095e-35 0.10024500000000001 -0.084034999999999985 0.11215000000000001 0.090900000000000009 -0.10224499999999999 -0.074479999999999977
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 6 -5 -8
right_child=-2 -3 -4 4 -6 -7 7 -9
leaf_value=0.017300136963421746 -0.013439031553288206 -0.015135829006227262 0.022029492657196083 -0.020993468304029025 -0.024521342697310811 0.022016111573737285 -0.016076197088197377 0.019034145265000281
leaf_weight=0.001776501060128173 0.0010143902975472676 0.0010197672457344644 0.0011293019589799442 0.0012138211402085036 0.0010882500298188416 0.0011720356040932911 0.0012954623953448806 0.0010310470856805789
leaf_count=669 368 223 233 140 253 110 895 230
internal_value=0 0.00129667 0.00322138 0.000418194 -0.00475208 -0.00018667 -0.00753696 -0.000516228
internal_weight=0 0.00972619 0.00870642 0.00757712 0.00580062 0.00471237 0.00354033 0.00232651
internal_count=3121 2753 2530 2297 1628 1375 1265 1125
is_linear=0
shrinkage=0.1


Tree=4161
num_leaves=11
num_cat=0
split_feature=133 133 42 3 12 15 43 2 4 1
split_gain=5.66373e-05 7.90391e-05 4.99201e-05 5.79886e-05 0.000152174 6.38411e-05 4.36834e-05 6.83952e-05 4.96968e-05 0.000110215
threshold=0.10622000000000002 0.089755000000000015 0.097315000000000026 -0.10023499999999998 0.089005000000000015 -1.0000000180025095e-35 -0.0037449999999999996 0.083215000000000011 0.0052350000000000009 0.11061500000000002
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 5 6 -1 -5 -8 -9 -10
right_child=-2 -3 -4 4 -6 -7 7 8 9 -11
leaf_value=0.00057709891839380551 -0.00045241303059811273 0.00055490065641260427 0.00037493215115981152 -0.00035429451604513821 -0.00084818623881455766 -8.9587548647314844e-05 0.00047135262993713758 -0.00035686999978048079 0.00056392478336323825 -0.00034134129111566391
leaf_weight=0.0010036114967433972 0.0010020012270693006 0.0010189867009592216 0.0011119451667603022 0.0012731556510254772 0.0010312872903972233 0.0012278194162990009 0.0011469132379420201 0.0014595871591311332 0.0010441978509932448 0.0010242717879568389
leaf_count=143 435 224 204 790 544 200 94 299 89 99
internal_value=0 3.39163e-05 -1.75113e-05 -6.48876e-05 -0.000152857 0.000210262 -3.23012e-05 5.53887e-05 -7.98343e-05 0.000115652
internal_weight=0 0.0113418 0.0103228 0.00921084 0.00697941 0.00223143 0.00594813 0.00467497 0.00352806 0.00206847
internal_count=3121 2686 2462 2258 1915 343 1371 581 487 188
is_linear=0
shrinkage=0.00196078


Tree=4162
num_leaves=10
num_cat=0
split_feature=133 133 15 3 16 15 16 11 1
split_gain=4.53881e-05 8.4538e-05 5.26996e-05 5.64416e-05 8.53146e-05 6.94904e-05 9.79137e-05 6.88672e-05 4.14442e-05
threshold=0.10622000000000002 0.089755000000000015 0.090615000000000015 -0.10519499999999998 -0.25582999999999995 -0.016799999999999995 -0.056919999999999991 0.078340000000000007 0.087325000000000014
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 7 -5 6 -6 -1 -7
right_child=-2 -3 -4 4 5 8 -8 -9 -10
leaf_value=0.00065751668683126094 -0.00040945055457348756 0.00056621498438498943 -0.00042463352514196534 -0.0004800788494700679 0.00020111457410695204 5.7575064816469571e-05 -0.00044940234565892157 -5.2311038942722075e-05 0.00062046346989015134
leaf_weight=0.0010552416805306554 0.0010036843607540607 0.0010126129037934554 0.0011423471778629112 0.0014823861314451512 0.0018284381589292178 0.0010004763130043283 0.0017324742754678047 0.0010467621506248248 0.0010111664837728711
leaf_count=139 435 224 368 235 333 546 517 164 160
internal_value=0 2.56225e-05 -2.75279e-05 2.20119e-05 -6.20162e-05 4.9195e-05 -0.000115378 0.000304035 0.000340515
internal_weight=0 0.0113119 0.0102993 0.00915695 0.00705494 0.00557256 0.00356091 0.002102 0.00201164
internal_count=3121 2686 2462 2094 1791 1556 850 303 706
is_linear=0
shrinkage=0.00196078


Tree=4163
num_leaves=8
num_cat=0
split_feature=4 16 2 2 52 3 12
split_gain=2.05068e-05 3.07601e-05 6.10259e-05 6.67049e-05 7.99603e-05 4.6103e-05 4.76293e-05
threshold=0.27287000000000006 -0.36241499999999999 0.10981000000000002 0.095195000000000016 -0.088204999999999992 0.0041950000000000008 0.088245000000000004
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 6 -6
right_child=-2 2 -4 -5 5 -7 -8
leaf_value=-0.017378062698846029 0.01055354761637536 -0.021544790075982312 0.01799420729565784 -0.023253159261098284 -0.013465726129273032 0.026524628359635052 0.0124827475150546
leaf_weight=0.0011250845267088494 0.001547964985515393 0.0011769878420147756 0.0015662584559246046 0.0014089202957807507 0.0012038700127102279 0.0010148151223394741 0.0017152025730486267
leaf_count=139 352 359 370 394 735 80 692
internal_value=0 -0.00188586 0.000269702 -0.00398828 0.00132249 0.0081642 0.0017812
internal_weight=0 0.00921114 0.00808605 0.0065198 0.00511088 0.00393389 0.00291907
internal_count=3121 2769 2630 2260 1866 1507 1427
is_linear=0
shrinkage=0.1


Tree=4164
num_leaves=8
num_cat=0
split_feature=159 15 0 48 15 4 12
split_gain=1.91171e-05 2.89116e-05 5.7014e-05 0.00010309 5.60993e-05 5.37042e-05 6.06854e-05
threshold=-1.0000000180025095e-35 -0.15914499999999995 -0.14920999999999998 0.086665000000000006 -0.016799999999999995 -0.35136499999999998 0.088365000000000013
decision_type=2 2 2 2 2 2 2
left_child=-1 -2 -3 4 -4 -6 -7
right_child=1 2 3 -5 5 6 -8
leaf_value=-0.012983072856245663 0.016930415321362056 -0.017012756814720517 -0.017984305588686349 0.031836615719472681 -0.013595890426940394 0.026952882919852972 -0.00139451265141602
leaf_weight=0.0010382286856138968 0.0010539819760171697 0.0017020747024892912 0.001570795508644687 0.0010776558486038351 0.0012237075755613365 0.0013582459695291337 0.0017009097257744475
leaf_count=509 311 172 526 336 154 547 566
internal_value=0 0.00129508 -0.000613713 0.00341329 -0.00181944 0.00410924 0.0111916
internal_weight=0 0.00968737 0.00863339 0.00693131 0.00585366 0.00428286 0.00305916
internal_count=3121 2612 2301 2129 1793 1267 1113
is_linear=0
shrinkage=0.1


Tree=4165
num_leaves=11
num_cat=0
split_feature=484 43 43 1 16 15 3 160 151 2
split_gain=0.000105275 5.3656e-05 8.01562e-05 9.39062e-05 0.000116689 0.0001098 0.000146312 9.77304e-05 8.82153e-05 0.000135003
threshold=-1.0000000180025095e-35 0.16180500000000003 0.016310000000000002 1.0000000180025095e-35 0.0057500000000000008 0.024640000000000006 -0.10519499999999998 -0.079279999999999975 -0.0083949999999999979 0.090675000000000019
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 6 -5 -8 -9 -10
right_child=1 -3 -4 5 -6 -7 7 8 9 -11
leaf_value=-0.00061582290138622903 -0.00080316519004792976 -0.00036000654047756478 0.00058556360305960713 0.00086363412941295372 6.6602544788204414e-05 -0.00039509539074402398 -0.00044930551326996971 -0.00026103407777161873 4.4606183816093497e-05 0.00089655478612027687
leaf_weight=0.0010146681696379762 0.0010398341214043324 0.0011550055498666728 0.0011029538268740062 0.0011873948861145867 0.0013801897994209771 0.0012357153975733927 0.0010030694811954148 0.001017147404496376 0.0016698009117894882 0.0012507772902214719
leaf_count=515 795 201 246 168 227 299 148 177 184 161
internal_value=0 4.18318e-05 8.44634e-05 2.79738e-05 -0.000307119 0.000138096 0.000245611 9.70854e-05 0.000236269 0.000409465
internal_weight=0 0.0120419 0.0108869 0.00978393 0.00242002 0.00736391 0.00612819 0.0049408 0.00393773 0.00292058
internal_count=3121 2606 2405 2159 1022 1137 838 670 522 345
is_linear=0
shrinkage=0.00196078


Tree=4166
num_leaves=10
num_cat=0
split_feature=50 3 47 1 49 1 13 16 4
split_gain=2.0953e-05 3.21279e-05 7.65926e-05 4.73752e-05 7.74492e-05 4.24613e-05 4.15612e-05 3.62482e-05 8.44541e-06
threshold=0.088425000000000017 -0.10519499999999998 0.077555000000000013 0.090405000000000013 -0.039339999999999993 0.078340000000000007 -0.084154999999999994 -0.083539999999999989 0.098655000000000007
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 5 3 6 -5 -1 -3 -8 -4
right_child=-2 2 8 4 -6 -7 7 -9 -10
leaf_value=-0.0028750565983951077 -0.013207677872639007 -0.018621304478950131 -0.011759836451205397 -0.0026620742559495167 0.034793890301011501 0.024925779923923405 0.018560504430091263 -0.0080727580628973967 -0.024639664120459918
leaf_weight=0.0010271486462952941 0.0010925742986435264 0.0011387696882727595 0.0010079164513706385 0.001123061511142099 0.0010857510371942401 0.0011811333959255081 0.001020021691611148 0.0010240653286419507 0.0010286839715276251
leaf_count=120 560 395 234 203 329 238 260 708 74
internal_value=0 0.00140462 -0.00174359 0.00449722 0.0157496 0.0119946 -0.00331158 0.00521753 -0.0182654
internal_weight=0 0.00963655 0.00742827 0.00539167 0.00220881 0.00220828 0.00318286 0.00204409 0.0020366
internal_count=3121 2561 2203 1895 532 358 1363 968 308
is_linear=0
shrinkage=0.1


Tree=4167
num_leaves=7
num_cat=0
split_feature=16 1 15 150 16 16
split_gain=2.04041e-05 5.55234e-05 7.0389e-05 3.28586e-05 7.3146e-05 6.48034e-05
threshold=0.38525000000000004 0.077565000000000009 0.083935000000000023 0.080470000000000014 -0.36241499999999999 -0.056919999999999991
decision_type=2 2 2 2 2 2
left_child=1 2 -1 4 -3 -6
right_child=-2 3 -4 -5 5 -7
leaf_value=-0.026260530817160621 0.011160414993279147 -0.023767120205187606 0.0046842694383033741 0.01618810568268908 0.018928481018639778 -0.0076307931599713637
leaf_weight=0.0017110352046285078 0.0014044699175264517 0.0010563010769082219 0.0012887075388589493 0.0015534558038444151 0.0019001538697491548 0.001778594225943038
leaf_count=805 311 212 706 295 388 404
internal_value=0 -0.00177201 -0.0129665 0.00356797 -0.00057239 0.00608765
internal_weight=0 0.00928825 0.00299974 0.0062885 0.00473505 0.00367875
internal_count=3121 2810 1511 1299 1004 792
is_linear=0
shrinkage=0.1


Tree=4168
num_leaves=10
num_cat=0
split_feature=159 43 0 16 52 12 13 151 2
split_gain=4.81745e-05 6.03543e-05 8.25435e-05 0.000120956 0.000127684 5.52815e-05 9.79677e-05 3.94765e-05 0.000122447
threshold=-0.032739999999999991 0.16180500000000003 -0.077999999999999986 0.083160000000000026 0.091275000000000009 0.088365000000000013 -0.082014999999999991 -0.0083949999999999979 0.090545000000000014
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 5 -4 -5 6 -2 -8 -9
right_child=1 -3 3 4 -6 -7 7 8 -10
leaf_value=-0.00041803417693046243 0.00051676595259296 -0.00042831269102535865 0.00067975611971720111 -0.00040735926921162108 0.00050117130852264636 -0.0003627522002009225 -0.00039715667478782107 -0.0004390454974178428 0.00046943932912055307
leaf_weight=0.0010089860760439618 0.0012466155152893194 0.0010160037500162858 0.0017523601927810373 0.0013190337518332908 0.0010830539274131468 0.0017570776091052629 0.0012820474174997515 0.0010983739821854464 0.0011865985167275016
leaf_count=421 572 195 507 338 35 499 136 311 107
internal_value=0 2.84415e-05 7.17102e-05 0.000288041 2.27924e-06 -6.50689e-05 4.35917e-05 -0.000121775 3.27356e-05
internal_weight=0 0.0117412 0.0107252 0.00415445 0.00240209 0.00657071 0.00481364 0.00356702 0.00228497
internal_count=3121 2700 2505 880 373 1625 1126 554 418
is_linear=0
shrinkage=0.00196078


Tree=4169
num_leaves=8
num_cat=0
split_feature=50 15 16 2 48 15 4
split_gain=2.04358e-05 3.07292e-05 5.226e-05 8.57317e-05 5.90141e-05 6.40974e-05 5.87001e-05
threshold=0.088425000000000017 -0.15914499999999995 -0.084119999999999986 0.092755000000000018 0.084855000000000014 -0.016799999999999995 -0.084369999999999987
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 -3 5 -4 -7
right_child=-2 2 4 -5 -6 6 -8
leaf_value=0.017469212630092924 -0.013046504311084936 0.0024300852173670725 -0.020555713159554238 -0.03095465445831504 0.025291201066436099 -0.0050780341701370853 0.022934515014051016
leaf_weight=0.0010589187430854905 0.0010902613565197715 0.0019674671166989982 0.0011187539124060718 0.0012630004740756375 0.0011743641375439595 0.0016715261521996416 0.0013540168634112012
leaf_count=314 560 441 373 242 274 380 537
internal_value=0 0.00140026 -0.000590081 -0.0106222 0.00550326 -0.00010403 0.00745838
internal_weight=0 0.00960805 0.00854913 0.00323047 0.00531866 0.0041443 0.00302554
internal_count=3121 2561 2247 683 1564 1290 917
is_linear=0
shrinkage=0.1


Tree=4170
num_leaves=11
num_cat=0
split_feature=484 133 133 15 3 3 15 16 42 0
split_gain=0.000111367 8.46179e-05 0.000117814 0.000137009 0.00011625 0.0001356 0.000125282 0.000133048 9.27627e-05 5.14645e-05
threshold=-1.0000000180025095e-35 0.10622000000000002 0.083950000000000011 0.024640000000000006 -0.10519499999999998 -0.0087149999999999988 -0.016799999999999995 -0.056919999999999991 0.081660000000000024 -0.21861499999999998
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 -6 7 9 -5 -7
right_child=1 -3 -4 8 5 6 -8 -9 -10 -11
leaf_value=-0.00064045316441344914 0.00055453764202015765 -0.000498618392971209 0.00061687650443130384 -0.00083062291890203383 -0.00055502853080653192 -8.8612159992717139e-06 0.00076285276765612503 -0.00061176368706001856 -8.3627809912454371e-06 0.00056230480519081031
leaf_weight=0.0010162230915854555 0.0018754484752939162 0.0010460049669764838 0.0013991594661932052 0.0010930421123759432 0.0013369379381617938 0.0014822528808451363 0.0010140229049520151 0.0010312272274190515 0.0010194820230420116 0.0010265768486910441
leaf_count=515 224 370 415 436 452 79 83 102 306 139
internal_value=0 3.48815e-05 8.43616e-05 8.94159e-06 0.000129372 -5.98222e-06 0.000155201 -1.88564e-05 -0.000433809 0.000224852
internal_weight=0 0.0123242 0.0112781 0.00987899 0.00776647 0.00589102 0.00455408 0.00354006 0.00211252 0.00250883
internal_count=3121 2606 2236 1821 1079 855 403 320 742 218
is_linear=0
shrinkage=0.00196078


Tree=4171
num_leaves=11
num_cat=0
split_feature=484 3 151 150 4 43 43 16 16 13
split_gain=9.02985e-05 5.72902e-05 6.086e-05 0.00011919 0.000104319 5.57394e-05 0.000181615 6.6771e-05 0.000130794 9.49131e-05
threshold=-1.0000000180025095e-35 -0.15447499999999995 -0.0083949999999999979 0.083555000000000004 0.24564500000000003 -0.13868499999999997 -0.074359999999999996 -0.092484999999999984 -0.056919999999999991 -0.11122999999999998
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 5 -4 -7 -8 -9 -10
right_child=1 2 4 -5 -6 6 7 8 9 -11
leaf_value=-0.00056675564186809226 0.00048684655641912983 -0.00077977879978035638 -0.00040152613246861765 0.00015813139177548678 0.00054169866189092994 0.00074078441523048539 -0.00044345966387875058 0.00050757189286511741 0.00014875850710878132 -0.00070053071211265518
leaf_weight=0.001026549064639959 0.0010066963365215611 0.0010259167875685199 0.0012636136591532964 0.001058296388532113 0.001492421735364821 0.0011845062626356494 0.0015997042959174255 0.0013804530061468641 0.0010134158661219902 0.0010102364029845518
leaf_count=515 180 169 179 238 277 392 213 581 39 338
internal_value=0 3.90792e-05 -1.79335e-06 -0.000303538 6.85192e-05 -2.62459e-05 5.03839e-05 -0.000113048 4.22231e-05 -0.000275219
internal_weight=0 0.0120353 0.0110286 0.00208421 0.00894435 0.00745193 0.00618832 0.00500381 0.00340411 0.00202365
internal_count=3121 2606 2426 407 2019 1742 1563 1171 958 377
is_linear=0
shrinkage=0.00196078


Tree=4172
num_leaves=10
num_cat=0
split_feature=484 42 47 42 43 16 16 51 16
split_gain=9.71835e-05 5.09713e-05 8.52489e-05 8.41418e-05 9.97271e-05 9.10997e-05 0.000152586 8.95054e-05 6.32461e-05
threshold=-1.0000000180025095e-35 0.10194000000000002 0.10980000000000002 -1.0000000180025095e-35 -0.08287499999999999 0.22339500000000004 -0.0094449999999999968 0.081440000000000026 -0.23935499999999996
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 -5 6 7 8 -6
right_child=1 -3 -4 4 5 -7 -8 -9 -10
leaf_value=-0.00059081509686156636 -0.00038112349187424384 -0.00037982644276878864 0.0005577414206522171 0.0005427956249430178 -1.2918322254846894e-05 -0.00052753759288504272 0.00071065490100905048 0.00037078476201583778 -0.00059406910499677757
leaf_weight=0.0010178343817975185 0.0016871781364464411 0.0010156548833789242 0.0012664017630883298 0.0015753594908329135 0.001648593840748554 0.00107860437119552 0.0012063395356003087 0.0011914111852136637 0.0012781754447850585
leaf_count=515 775 319 119 317 200 204 195 144 333
internal_value=0 4.03466e-05 7.93832e-05 1.67084e-05 0.000100836 -7.89892e-06 9.73659e-05 -8.2285e-05 -0.000266718
internal_weight=0 0.0119477 0.0109321 0.00966566 0.00797848 0.00640312 0.00532452 0.00411818 0.00292677
internal_count=3121 2606 2287 2168 1393 1076 872 677 533
is_linear=0
shrinkage=0.00196078


Tree=4173
num_leaves=8
num_cat=0
split_feature=13 3 12 2 49 3 1
split_gain=2.06646e-05 3.66824e-05 5.41199e-05 0.000104885 7.8237e-05 7.70255e-05 3.31336e-05
threshold=-0.23438999999999996 0.10893000000000001 0.092355000000000007 0.10276500000000001 -0.00064499999999999985 -0.078934999999999991 0.10752500000000002
decision_type=2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 -6 -4
right_child=1 -3 6 -5 5 -7 -8
leaf_value=0.011752727912165669 -0.020375501746545954 -0.016831701198975063 -0.025525275750323918 0.031978302417016151 -0.010646520303841641 0.019947955960865606 -0.00014114067321343061
leaf_weight=0.0012957179322423519 0.0014534465387197638 0.0013722998146184157 0.0010558920918923558 0.0012074565962371985 0.0013991212430246804 0.0019980974210187211 0.0010023551806019396
leaf_count=169 394 111 746 298 935 315 153
internal_value=0 -0.00171064 0.000846005 0.00560568 -0.00095915 0.00734783 -0.0131633
internal_weight=0 0.00948867 0.00811637 0.00605812 0.00485067 0.00339722 0.00205825
internal_count=3121 2952 2841 1942 1644 1250 899
is_linear=0
shrinkage=0.1


Tree=4174
num_leaves=11
num_cat=0
split_feature=48 48 51 1 15 4 3 12 52 2
split_gain=0.000143252 0.000162722 0.000123831 9.91418e-05 9.72962e-05 7.73098e-05 9.21243e-05 0.000113896 8.86959e-05 0.000118744
threshold=0.12879500000000002 0.092475000000000016 0.087505000000000013 0.111945 -0.052074999999999989 0.23246000000000003 0.10732000000000001 0.091715000000000005 -0.0064899999999999992 0.083995000000000014
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 5 -5 6 7 8 -1 -10
right_child=-2 -3 -4 4 -6 -7 -8 -9 9 -11
leaf_value=-0.00036101986723097222 -0.00071601337373358948 0.00062778647300906082 -0.00066127560232536364 0.00084331305015293112 -6.1585677920654289e-06 -0.00057979838898128595 0.00054824933114758288 -0.00068877012215206148 -0.00026629330096393099 0.00051620122193884294
leaf_weight=0.0014712269218952112 0.0010229372661701734 0.0016157851143360118 0.0011049221730400375 0.0010202742667634523 0.0010538341392351313 0.001000282131767706 0.0010164033081903057 0.0010125833926956157 0.001196377065126427 0.0019788727516499727
leaf_count=550 90 275 307 243 84 130 39 627 285 491
internal_value=0 4.72506e-05 -3.9165e-05 3.1337e-05 0.000411705 -7.14445e-05 4.72962e-06 -9.289e-05 3.69672e-05 0.000221371
internal_weight=0 0.0124706 0.0108548 0.00974985 0.00207411 0.00767575 0.00667546 0.00565906 0.00464648 0.00317525
internal_count=3121 3031 2756 2449 327 2122 1992 1953 1326 776
is_linear=0
shrinkage=0.00196078


Tree=4175
num_leaves=8
num_cat=0
split_feature=42 157 42 43 2 1 15
split_gain=2.03889e-05 3.90925e-05 4.62755e-05 7.88832e-05 6.07191e-05 5.21604e-05 5.63296e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 0.092145000000000019 -0.074974999999999986 0.089885000000000007 0.11061500000000002 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2
left_child=-1 -2 3 -3 -5 6 -6
right_child=1 2 -4 4 5 -7 -8
leaf_value=-0.0095162430017034921 -0.014717577896395002 0.031763035812198533 -0.010564131635865049 -0.013987823475157835 0.035957643939094008 -0.0084749678177982023 0.0049507723441305686
leaf_weight=0.0018925467126437558 0.0012196204656570444 0.0011789894467069233 0.0016020495990427845 0.0014777340918325169 0.0010349710996900574 0.0010352589408205715 0.0013502986608547041
leaf_count=862 504 434 592 373 87 144 125
internal_value=0 0.00191374 0.00455511 0.00854076 0.00295127 0.0102693 0.0184047
internal_weight=0 0.00889892 0.0076793 0.00607725 0.00489826 0.00342053 0.00238527
internal_count=3121 2259 1755 1163 729 356 212
is_linear=0
shrinkage=0.1


Tree=4176
num_leaves=10
num_cat=0
split_feature=484 133 133 15 3 3 42 15 2
split_gain=0.000104209 6.0351e-05 9.4024e-05 0.000135297 0.000148748 0.000102616 6.91855e-05 5.04641e-05 6.41688e-05
threshold=-1.0000000180025095e-35 0.10622000000000002 0.083950000000000011 0.024640000000000006 -0.10519499999999998 -0.0087149999999999988 1.0000000180025095e-35 -0.037864999999999989 0.089885000000000007
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 -6 -5 8 -7
right_child=1 -3 -4 6 5 7 -8 -9 -10
leaf_value=-0.00060992384838366351 0.00062541994945130989 -0.00041460313103492492 0.00057577659929527493 -0.00079682147031838696 -0.00050381210431535905 -0.00041859848501537715 -6.9264331785630579e-05 0.00043336735604517114 0.00018781755134254004
leaf_weight=0.0010205542668006206 0.0018269722008423198 0.0010129961370635284 0.0013223065848734323 0.0010076958708483399 0.001290666602094947 0.0010166570702097345 0.0010023381530754084 0.0013936387323863972 0.0019724943434089089
leaf_count=515 224 370 415 427 452 80 315 117 206
internal_value=0 4.3071e-05 8.58691e-05 1.77538e-05 0.000138822 -1.78723e-05 -0.000434013 0.00012523 -1.8434e-05
internal_weight=0 0.0118458 0.0108328 0.00951046 0.00750043 0.00567346 0.00201003 0.00438279 0.00298915
internal_count=3121 2606 2236 1821 1079 855 742 403 286
is_linear=0
shrinkage=0.00196078


Tree=4177
num_leaves=10
num_cat=0
split_feature=484 4 150 49 42 403 47 15 12
split_gain=0.000108454 6.03068e-05 4.02835e-05 5.34741e-05 7.79126e-05 0.000107126 0.000111674 0.000105273 0.000103556
threshold=-1.0000000180025095e-35 0.27044500000000005 0.086615000000000011 -0.072814999999999977 0.091545000000000015 0.03138500000000001 0.09550500000000002 -0.0088349999999999974 0.085885000000000017
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 6 7 -5 -9
right_child=1 -3 -4 4 -6 -7 -8 8 -10
leaf_value=-0.0006252657867443427 0.00043565444534168605 0.00039267967984316467 -0.00031825239666907594 -0.00072652983705891639 -0.00046865325576157476 0.00062451345661877582 0.00047833128069838253 0.00042510175087436789 -0.00034346514837316059
leaf_weight=0.0010107993269517753 0.0011278174053761551 0.0016410558213207716 0.0014244749151717711 0.0011004722141886546 0.0012509627733207542 0.0010935367397004623 0.0011670253295313106 0.0011944472659127987 0.0015469649571177766
leaf_count=515 129 346 247 352 406 211 124 270 521
internal_value=0 4.45318e-05 -1.31451e-05 3.80996e-05 -2.28748e-05 6.8507e-05 -5.28794e-05 -0.000214242 -8.59664e-06
internal_weight=0 0.0115468 0.0099057 0.00848123 0.00735341 0.00610245 0.00500891 0.00384188 0.00274141
internal_count=3121 2606 2260 2013 1884 1478 1267 1143 791
is_linear=0
shrinkage=0.00196078


Tree=4178
num_leaves=10
num_cat=0
split_feature=133 133 15 3 3 15 16 0 2
split_gain=4.96911e-05 9.4406e-05 7.22563e-05 6.34911e-05 0.00011239 0.000185118 0.000135917 0.000116446 2.28061e-05
threshold=0.10622000000000002 0.083950000000000011 0.035560000000000008 -0.10519499999999998 -0.0087149999999999988 -0.016799999999999995 -0.056919999999999991 -0.20211999999999997 0.088555000000000009
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -5 6 7 -6 -4
right_child=-2 -3 8 4 5 -7 -8 -9 -10
leaf_value=0.00034985351834144909 -0.00042158414685921659 0.00050736781708119903 -0.00016365117922633173 -0.00053950395390607543 -0.00019456252579943688 0.0008045947291615797 -0.0006635135305707899 0.00065805831096109487 -0.00057727102629524742
leaf_weight=0.0019980594485256228 0.0010259007188787262 0.0013941518259413281 0.0010493689753983777 0.0014073354522255973 0.0015840192662978092 0.0010825940915687162 0.0011901526696952713 0.0010075752373026811 0.0010018040952229496
leaf_count=258 435 580 577 569 98 102 118 146 238
internal_value=0 2.84497e-05 -3.62428e-05 4.54651e-05 -5.15083e-05 8.9677e-05 -0.000114981 0.000136924 -0.000365665
internal_weight=0 0.0117151 0.0103209 0.00826974 0.00627168 0.00486434 0.00378175 0.00259159 0.00205117
internal_count=3121 2686 2106 1291 1033 464 362 244 815
is_linear=0
shrinkage=0.00196078


Tree=4179
num_leaves=8
num_cat=0
split_feature=0 15 16 1 160 151 2
split_gain=1.86948e-05 4.88745e-05 4.89722e-05 4.81182e-05 5.2664e-05 5.9882e-05 0.000144168
threshold=-0.060129999999999996 -1.0000000180025095e-35 0.15891500000000003 0.077565000000000009 -1.0000000180025095e-35 -0.0083949999999999979 0.090425000000000019
decision_type=2 2 2 2 2 2 2
left_child=3 -2 -3 -1 -5 -6 -7
right_child=1 2 -4 4 5 6 -8
leaf_value=-0.017808732211180952 0.023551391737024203 0.01429602390765305 -0.014416033513534925 -0.016149510128552865 -0.013579864479305656 -0.0039998517987659956 0.038691520468278492
leaf_weight=0.0016832868574452181 0.001084711399135119 0.0010470860081547612 0.0013729897483088296 0.0013084138980952904 0.0010894412721974972 0.0019309070841059578 0.0013399486693833683
leaf_count=1457 259 145 169 341 186 397 167
internal_value=0 0.00591265 -0.00199328 -0.00296254 0.00144594 0.00672588 0.0134892
internal_weight=0 0.00350479 0.00242008 0.007352 0.00566871 0.0043603 0.00327086
internal_count=3121 573 314 2548 1091 750 564
is_linear=0
shrinkage=0.1


Tree=4180
num_leaves=8
num_cat=0
split_feature=15 151 49 0 52 3 43
split_gain=1.90834e-05 4.21625e-05 5.23196e-05 6.73595e-05 8.86671e-05 5.11458e-05 3.82969e-05
threshold=-0.11713499999999999 -0.077429999999999985 -0.054319999999999993 -0.10011499999999998 0.083680000000000018 -0.082689999999999986 -0.074359999999999996
decision_type=2 2 2 2 2 2 2
left_child=-1 -2 -3 -4 6 -6 -5
right_child=1 2 3 4 5 -7 -8
leaf_value=-0.0095049380799173133 0.018901058079658185 -0.018282839882898669 0.018121573692838188 -0.003702019159709065 0.026991971948029464 -0.0040318476733540443 -0.030044598799777236
leaf_weight=0.0017938600740970779 0.0012415963837202572 0.0014220200100680622 0.0020014425682776758 0.0010160073652406652 0.0010010619525814691 0.0011326432127513543 0.0012081178006148824
leaf_count=484 390 198 228 409 350 421 641
internal_value=0 0.00178806 -0.000942514 0.00293502 -0.00403979 0.0105235 -0.018011
internal_weight=0 0.00902289 0.00778129 0.00635927 0.00435783 0.00213371 0.00222413
internal_count=3121 2637 2247 2049 1821 771 1050
is_linear=0
shrinkage=0.1


Tree=4181
num_leaves=10
num_cat=0
split_feature=484 4 150 12 47 0 12 403 2
split_gain=0.000104243 4.98579e-05 4.46707e-05 6.84703e-05 7.11517e-05 7.6214e-05 0.000124956 0.000201224 0.000126702
threshold=-1.0000000180025095e-35 0.27044500000000005 0.086615000000000011 -0.040564999999999997 0.09550500000000002 -0.11013499999999998 0.088305000000000008 0.03138500000000001 0.097845000000000015
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 -5 -7 8 -8
right_child=1 -3 -4 4 -6 6 7 -9 -10
leaf_value=-0.00061175405560843436 -0.00043566610448431787 0.00035955716747636431 -0.00032337532391008093 0.00041654939889583764 0.00050041260379724212 -0.00053053078882476189 -0.00068646723971351343 0.00084443765793562684 0.00027634703763397583
leaf_weight=0.0010120850593470154 0.0010034480764171934 0.0016546606181857158 0.0014717233852522158 0.0014235497545546753 0.0014485435472264361 0.0016840352066366544 0.0010736451413734917 0.0010246922129707793 0.0010292161712743826
leaf_count=515 172 346 247 158 154 602 519 153 255
internal_value=0 4.39294e-05 -7.47961e-06 4.60376e-05 0.000108946 1.80002e-05 -9.9914e-05 0.000131952 -0.000215231
internal_weight=0 0.0118135 0.0101589 0.00868713 0.00768368 0.00623514 0.00481159 0.00312755 0.00210286
internal_count=3121 2606 2260 2013 1841 1687 1529 927 774
is_linear=0
shrinkage=0.00196078


Tree=4182
num_leaves=9
num_cat=0
split_feature=43 42 2 49 16 16 2 4
split_gain=2.0988e-05 4.74957e-05 4.58793e-05 6.56922e-05 0.000120901 6.72123e-05 4.913e-05 5.95528e-05
threshold=-0.27207999999999993 -0.088669999999999985 0.099185000000000009 -0.047584999999999995 -0.091354999999999978 1.0000000180025095e-35 0.10855000000000002 0.033845000000000007
decision_type=2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 -5 -6 -4 -8
right_child=1 2 6 4 5 -7 7 -9
leaf_value=-0.013436359133561993 0.021772366071799595 0.013312164891365018 0.026155679150670033 -0.040398866111759253 0.011924458503285724 -0.021336716357468241 0.017753564827866306 -0.011508187100802423
leaf_weight=0.0010614291846161973 0.001021597175986765 0.001155908874927114 0.0010024386279339124 0.0011808677595517062 0.0014924384666090587 0.0010246512384920166 0.0011761247415690641 0.0017019796442702961
leaf_count=144 324 223 248 382 871 360 257 312
internal_value=0 0.00137059 -0.00101565 -0.00749593 -0.0140001 -0.00161543 0.00709003 0.0004495
internal_weight=0 0.00975601 0.00873441 0.00485387 0.00369796 0.00251709 0.00388054 0.0028781
internal_count=3121 2977 2653 1836 1613 1231 817 569
is_linear=0
shrinkage=0.1


Tree=4183
num_leaves=11
num_cat=0
split_feature=48 2 40 159 16 52 52 0 0 0
split_gain=8.71901e-05 0.000117341 0.00012408 7.28281e-05 0.000100925 0.000160032 5.26332e-05 0.000104903 8.69172e-05 3.6835e-05
threshold=0.12474000000000002 0.11293500000000002 -1.0000000180025095e-35 0.082585000000000006 0.19444000000000003 0.090245000000000006 -0.0064899999999999992 -0.10607499999999999 -0.084269999999999984 -0.13843999999999998
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 6 -4 -8 -9 -3
right_child=-2 9 3 -5 -6 -7 7 8 -10 -11
leaf_value=-0.00068374772799271045 -0.00055333498186532586 0.00072780033884585374 -0.00017788657396590709 -0.00043856918455682716 0.00056486948267828717 -0.00059912686546409509 0.00071662296844543863 -0.00037315482791709344 0.00041329214613628271 0.00020507871972811676
leaf_weight=0.0010569934602392356 0.0010335086371762196 0.0010279487053592318 0.0013110735767783927 0.0011234062141818905 0.0014341476245286408 0.0013868259548767223 0.0013280691958729766 0.0010907134698350206 0.0010706307707952134 0.0010453876934156782
leaf_count=225 102 103 373 310 262 535 103 339 428 341
internal_value=0 4.04475e-05 -4.91953e-05 2.75031e-05 9.62023e-05 -1.24293e-05 0.000157063 0.000282914 1.64149e-05 0.000464241
internal_weight=0 0.0118752 0.00980186 0.00874487 0.00762146 0.00618731 0.00480049 0.00348941 0.00216134 0.00207334
internal_count=3121 3019 2575 2350 2040 1778 1243 870 767 444
is_linear=0
shrinkage=0.00196078


Tree=4184
num_leaves=11
num_cat=0
split_feature=48 2 40 3 16 52 403 1 12 0
split_gain=0.000109994 0.000124943 0.000106238 6.67633e-05 9.01919e-05 0.000115725 0.000137313 0.000134722 0.000156414 4.77742e-05
threshold=0.12649500000000002 0.11293500000000002 -1.0000000180025095e-35 0.10542000000000001 0.23311500000000004 0.090245000000000006 0.03138500000000001 0.094825000000000007 0.084225000000000008 -0.14001499999999997
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 6 7 8 -4 -3
right_child=-2 9 3 -5 -6 -7 -8 -9 -10 -11
leaf_value=-0.00063646844223290444 -0.00063389320761063112 0.00076330600644168892 -6.1699315515737255e-05 0.00043077006236210308 0.00049178006805662602 -0.00063459455356743553 0.00062891602639002632 0.00037620222293071812 -0.0010172474244796248 0.00019227722534663144
leaf_weight=0.0010699625769777449 0.0010026143053016032 0.0010516492027093441 0.001898416927840809 0.0012856091840615248 0.0010160703706955159 0.0014073506176017136 0.0010600898305787891 0.0012517103469283763 0.0010084785032150162 0.0012130399018376791
leaf_count=225 99 96 255 98 263 553 201 139 843 349
internal_value=0 4.15875e-05 -5.2613e-05 1.73604e-05 -5.21862e-05 -0.000135601 -1.03464e-06 -0.000161618 -0.000393204 0.000457445
internal_weight=0 0.0122624 0.00999769 0.00892773 0.00764212 0.00662605 0.0052187 0.00415861 0.0029069 0.00226469
internal_count=3121 3022 2577 2352 2254 1991 1438 1237 1098 445
is_linear=0
shrinkage=0.00196078


Tree=4185
num_leaves=11
num_cat=0
split_feature=48 4 3 16 150 12 13 42 13 1
split_gain=0.000115881 8.81166e-05 8.44407e-05 0.000107185 0.000104501 9.98685e-05 0.000104117 5.75001e-05 5.58333e-05 9.03294e-05
threshold=0.12737000000000001 0.36766000000000004 0.10542000000000001 0.22339500000000004 0.086615000000000011 0.092355000000000007 -0.017449999999999997 0.086325000000000013 0.021350000000000004 0.086560000000000012
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -4 5 6 7 -1 9 -8
right_child=-2 -3 3 -5 -6 -7 8 -9 -10 -11
leaf_value=0.00011915622437720793 -0.00063691731203814053 0.00049549317251126131 0.00076638413055302764 -0.00011003570403462652 -0.00064084743508958301 -0.00042082414333756294 0.00093346923115855218 -0.00050692557157390418 -5.1452187598649446e-06 0.00014141753816855303
leaf_weight=0.0010679772100482359 0.0010106257955119586 0.0015215358334616435 0.0011010111481529758 0.0010463788684198505 0.0011669358630773301 0.0017422308815251229 0.0010485925208415627 0.0011950948494386636 0.0012319291135959864 0.0011726638303051241
leaf_count=406 96 309 96 40 219 787 349 496 152 171
internal_value=0 5.3791e-05 -8.59429e-06 0.000339323 -9.52119e-05 -9.84319e-06 0.000115418 -0.000211468 0.000329645 0.000515323
internal_weight=0 0.0122944 0.0107728 0.00214739 0.00862542 0.00745849 0.00571626 0.00226307 0.00345319 0.00222126
internal_count=3121 3025 2716 136 2580 2361 1574 902 672 520
is_linear=0
shrinkage=0.00196078


Tree=4186
num_leaves=9
num_cat=0
split_feature=42 51 49 42 49 4 4 1
split_gain=2.1263e-05 3.35371e-05 4.72508e-05 6.60714e-05 4.16509e-05 2.7348e-05 6.88195e-05 5.33419e-05
threshold=-1.0000000180025095e-35 -0.076794999999999988 -0.081404999999999991 0.091545000000000015 -0.00064499999999999985 -0.27825499999999997 -0.0016099999999999997 0.10587000000000001
decision_type=2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 -4 -6 -7 -8
right_child=1 2 3 -5 5 6 7 -9
leaf_value=-0.0096566621677795349 -0.013295164116112016 0.022921933605780515 -0.012179909356783515 -0.020220237236330752 -0.003456559558168175 0.035627428606510338 -0.011956463227144143 0.019435260454729573
leaf_weight=0.0019136113253610991 0.0012426251709157276 0.0011695247855649984 0.0010370054655487676 0.0011896220399482032 0.0011045438442273121 0.0010621785140071775 0.00102850017695836 0.0011427099165266959
leaf_count=862 422 171 263 547 100 442 154 160
internal_value=0 0.00195374 0.00440377 0.00110462 0.0058244 0.0101284 0.0147691 0.00456503
internal_weight=0 0.00897671 0.00773408 0.00656456 0.00537494 0.00433793 0.00323339 0.00217121
internal_count=3121 2259 1837 1666 1119 856 756 314
is_linear=0
shrinkage=0.1


Tree=4187
num_leaves=7
num_cat=0
split_feature=16 1 15 43 48 16
split_gain=2.2334e-05 5.00603e-05 6.81414e-05 3.7812e-05 6.15187e-05 7.68948e-05
threshold=0.38525000000000004 0.077565000000000009 0.088235000000000022 -0.052894999999999991 0.086035000000000014 -0.087989999999999985
decision_type=2 2 2 2 2 2
left_child=1 2 -1 -3 5 -5
right_child=-2 3 -4 4 -6 -7
leaf_value=-0.024269964442502706 0.011546762989555101 0.015235149255927276 0.0065151012840080269 0.02781900133280853 -0.01615081961392735 -0.0062302384525828253
leaf_weight=0.0018672535039975587 0.0014348517778066524 0.001848813138853587 0.0011692230849541757 0.0011210397324476818 0.0017907896746452434 0.0016242173109771653
leaf_count=1107 311 532 404 235 180 352
internal_value=0 -0.00184575 -0.0124159 0.00318115 -0.00173186 0.00767394
internal_weight=0 0.00942134 0.00303648 0.00638486 0.00453605 0.00274526
internal_count=3121 2810 1511 1299 767 587
is_linear=0
shrinkage=0.1


Tree=4188
num_leaves=9
num_cat=0
split_feature=0 15 16 1 13 15 0 15
split_gain=2.20178e-05 4.19386e-05 4.62735e-05 4.10788e-05 4.34915e-05 4.54425e-05 3.97357e-05 3.35184e-05
threshold=-0.060129999999999996 -1.0000000180025095e-35 0.15891500000000003 0.08592000000000001 -0.094514999999999988 -0.074054999999999996 -0.11437499999999999 0.086495000000000002
decision_type=2 2 2 2 2 2 2 2
left_child=3 -2 -3 7 -5 6 -6 -1
right_child=1 2 -4 4 5 -7 -8 -9
leaf_value=-0.027531926739813958 0.022732822111613548 0.014953126512007807 -0.012981494111165221 0.019151113050175781 -0.0048240038524853396 -0.017603549351790464 0.020258235493820911 -0.0020831709895950414
leaf_weight=0.0010606345077206801 0.0010898427059690455 0.0010450439173478351 0.0013708522153991973 0.0011043136460779351 0.0017136663726865092 0.0014307045911440396 0.0010002868289577119 0.0010107545966983053
leaf_count=1087 259 145 169 177 159 449 196 480
internal_value=0 0.00644833 -0.000897818 -0.00318922 0.00151662 -0.00318197 0.0044206 -0.015114
internal_weight=0 0.00350574 0.0024159 0.00732036 0.00524897 0.00414466 0.00271395 0.00207139
internal_count=3121 573 314 2548 981 804 355 1567
is_linear=0
shrinkage=0.1


Tree=4189
num_leaves=12
num_cat=0
split_feature=484 42 42 15 3 151 4 15 51 52 13
split_gain=0.000116657 9.76393e-05 8.51251e-05 0.000127259 0.000135862 0.000150024 0.000178135 0.000127609 0.000147953 0.000139044 9.39089e-05
threshold=-1.0000000180025095e-35 0.10256000000000001 0.091295000000000015 0.024640000000000006 -0.13309499999999996 -0.044604999999999992 0.24564500000000003 -0.016799999999999995 0.084745000000000015 0.024145000000000003 -0.010739999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 -6 7 8 -7 -9 -5
right_child=1 -3 -4 10 5 6 -8 9 -10 -11 -12
leaf_value=-0.00062304245007224431 0.00081662521535343655 -0.00053151147995334728 0.0005563736442273584 9.7801739249524054e-06 -0.00056023250195756354 -0.00069784985269349769 0.00090344389987023158 0.00086799594206323817 0.00027776757053705851 -0.00014703230726110849 -0.00078264925007751963
leaf_weight=0.0010921463308739632 0.0010322829077589243 0.0010365914399722712 0.0013657321681741783 0.0011985054332580868 0.0012514357385639769 0.0014091195042719392 0.0010866681680297002 0.0010720230475740043 0.0010377214562360257 0.0010055637658242548 0.0011051582835214621
leaf_count=515 166 310 274 398 282 350 173 116 127 35 375
internal_value=0 4.49858e-05 9.66618e-05 3.50994e-05 0.000153416 5.36539e-05 0.000190568 1.93511e-05 -0.000284084 0.000376717 -0.000370379
internal_weight=0 0.0126008 0.0115642 0.0101985 0.00789481 0.00686253 0.0056111 0.00452443 0.00244684 0.00207759 0.00230366
internal_count=3121 2606 2296 2022 1249 1083 801 628 477 151 773
is_linear=0
shrinkage=0.00196078


Tree=4190
num_leaves=10
num_cat=0
split_feature=484 16 151 2 3 0 0 0 43
split_gain=0.000100941 5.98732e-05 8.79144e-05 0.000107603 9.06216e-05 0.000109637 7.08271e-05 9.21761e-05 3.84181e-05
threshold=-1.0000000180025095e-35 -0.014034999999999997 -0.044604999999999992 0.099185000000000009 -0.078934999999999991 -0.10224499999999999 -0.053834999999999994 -0.0058249999999999994 -0.061959999999999994
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 -4 -6 8 -8 -3
right_child=1 6 3 -5 5 -7 7 -9 -10
leaf_value=-0.00060935541745115037 -0.0005960186105861883 0.00075168142151461209 -0.00051441170785844394 0.00041170085700246393 -0.00033242455670595195 0.00054603532113018565 -0.00045418938270359714 0.00027380377771085333 0.00021596703875672267
leaf_weight=0.0010037489618783769 0.0010734830782177397 0.0010161500731896277 0.0016603645475538925 0.0018007790343726295 0.0011274745072749615 0.0010595492569341913 0.0010633978801811717 0.0018015258937073906 0.00104287581461236
leaf_count=515 173 392 781 341 108 264 123 203 221
internal_value=0 3.86871e-05 -8.16456e-05 1.61154e-05 -0.000169039 9.31636e-05 0.000202953 3.58843e-06 0.000480347
internal_weight=0 0.0116456 0.00672165 0.00564817 0.00384739 0.00218702 0.00492395 0.00286492 0.00205903
internal_count=3121 2606 1667 1494 1153 372 939 326 613
is_linear=0
shrinkage=0.00196078


Tree=4191
num_leaves=8
num_cat=0
split_feature=50 484 3 15 3 3 1
split_gain=2.35586e-05 4.66558e-05 4.01935e-05 6.44015e-05 0.000115656 4.26522e-05 8.3024e-05
threshold=0.088425000000000017 0.085515000000000022 -0.10519499999999998 0.088235000000000022 -0.034684999999999994 0.11296500000000002 0.094385000000000011
decision_type=2 2 2 2 2 2 2
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right_child=-2 -3 3 -5 5 -7 -8
leaf_value=0.012054091955109892 -0.013934018202536503 0.02158402491170721 -0.036300414127946191 0.014532990332004359 -0.0081566911609867506 -0.014497860993846996 0.028147998639121777
leaf_weight=0.0018821921543828411 0.0011026705204461177 0.0010328953567897503 0.0012347338875910155 0.0014184638073130073 0.0015807141759239785 0.0015756834754408261 0.001047225651348876
leaf_count=317 560 298 955 450 157 159 225
internal_value=0 0.0014854 -0.000890128 -0.00444331 -0.00939281 -0.00148922 0.00631061
internal_weight=0 0.00977191 0.00873901 0.00685682 0.00543836 0.00420362 0.00262794
internal_count=3121 2561 2263 1946 1496 541 382
is_linear=0
shrinkage=0.1


Tree=4192
num_leaves=10
num_cat=0
split_feature=11 13 15 49 15 4 3 1 0
split_gain=2.45967e-05 3.998e-05 6.43426e-05 7.80291e-05 7.06792e-05 0.000168724 0.000111495 4.35664e-05 3.38339e-05
threshold=0.078340000000000007 -0.094514999999999988 0.088655000000000025 -0.054984999999999992 -0.016799999999999995 -0.084369999999999987 0.10542000000000001 0.098700000000000024 -0.084269999999999984
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 8 3 -3 6 -6 7 -5 -1
right_child=-2 2 -4 4 5 -7 -8 -9 -10
leaf_value=0.0012771277353224545 -0.014547360767266393 -0.021693086451310923 -0.022936568041640137 -0.0025941113550031524 -0.0064555403274075239 0.04967077136523218 -0.02783774983643211 0.026412056507317719 0.026674339792189222
leaf_weight=0.0010700664169293892 0.0010590860122563625 0.0011338453762657933 0.0012173044033580568 0.0010704202054942842 0.0010854837698276174 0.0010573008798990206 0.0011096183643448665 0.0010030119683982074 0.0010289050714617576
leaf_count=244 208 228 618 675 337 357 82 282 90
internal_value=0 0.0014965 -0.00184738 0.00212681 0.00719795 0.0212385 -0.00225396 0.0114375 0.0137267
internal_weight=0 0.00977596 0.00767698 0.00645968 0.00532584 0.00214278 0.00318305 0.00207343 0.00209897
internal_count=3121 2913 2579 1961 1733 694 1039 957 334
is_linear=0
shrinkage=0.1


Tree=4193
num_leaves=10
num_cat=0
split_feature=484 133 42 43 133 16 48 12 0
split_gain=9.98805e-05 6.05667e-05 9.37094e-05 0.000107977 0.000139751 7.33402e-05 8.60125e-05 0.000106138 0.000157006
threshold=-1.0000000180025095e-35 0.10622000000000002 -0.088934999999999986 -0.14968999999999996 0.061605000000000007 0.22339500000000004 0.085845000000000019 0.088305000000000008 -0.12333499999999999
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 5 6 7 8 -5
right_child=1 -3 3 4 -6 -7 -8 -9 -10
leaf_value=-0.00060404055767228804 -0.00040173856905944861 -0.00041044149415069611 0.00075722428125594619 0.0004020112135756877 0.00069068162046176916 -0.00051446859271493737 -0.00028209424305210203 0.00059293877278770199 -0.00055342910657039826
leaf_weight=0.0010015146222008961 0.0013421566709995733 0.0010452603244237744 0.0010118833810383492 0.0014476514809048935 0.0012340198477753406 0.0010052540576219824 0.0019918702757755029 0.0016971241416571118 0.0012172782675585322
leaf_count=515 298 370 99 145 387 235 239 406 427
internal_value=0 4.05122e-05 8.357e-05 0.000151384 8.0044e-05 -2.23505e-05 5.55075e-05 0.000209669 -3.44118e-05
internal_weight=0 0.0119925 0.0109472 0.00960508 0.0085932 0.00735918 0.00635392 0.00436205 0.00266493
internal_count=3121 2606 2236 1938 1839 1452 1217 978 572
is_linear=0
shrinkage=0.00196078


Tree=4194
num_leaves=8
num_cat=0
split_feature=42 457 43 16 13 0 0
split_gain=2.56632e-05 3.53862e-05 4.46395e-05 5.89734e-05 8.03203e-05 7.81566e-05 3.8158e-05
threshold=-1.0000000180025095e-35 0.045365000000000009 -0.074359999999999996 -0.056919999999999991 -0.084774999999999989 -0.10224499999999999 -0.069444999999999993
decision_type=2 2 2 2 2 2 2
left_child=-1 2 6 5 -5 -4 -2
right_child=1 -3 3 4 -6 -7 -8
leaf_value=-0.01067085082096518 -0.00087046114515149228 0.017235836781409164 -0.0095879601470408218 0.003261112443809311 -0.033285578219415926 0.022800917920022395 0.026045549906926081
leaf_weight=0.0018846996827880111 0.0011107945878506293 0.0013273762264165928 0.001772509518678413 0.0010931057187153973 0.0013367308806521135 0.0012852562451861642 0.0010016510497623142
leaf_count=862 614 243 217 141 431 441 172
internal_value=0 0.00217098 -0.000460155 -0.00521518 -0.0168444 0.0040259 0.0118922
internal_weight=0 0.00892742 0.00760005 0.0054876 0.00242984 0.00305777 0.00211245
internal_count=3121 2259 2016 1230 572 658 786
is_linear=0
shrinkage=0.1


Tree=4195
num_leaves=8
num_cat=0
split_feature=4 151 2 49 3 15 43
split_gain=2.40143e-05 2.74958e-05 3.98988e-05 5.88288e-05 6.15836e-05 8.90158e-05 6.10243e-05
threshold=0.27287000000000006 -0.024429999999999997 0.11411 -0.065034999999999996 -0.059315 -0.016799999999999995 -0.074359999999999996
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 -3 6 -6 -5
right_child=-2 2 -4 4 5 -7 -8
leaf_value=0.010355502135507533 0.011455787896946745 -0.023790143790782415 -0.022512318275886352 0.0049456168506998386 -0.0089229599697561498 0.028016416681219816 -0.024141273215303974
leaf_weight=0.0015077751650903288 0.00155000299689811 0.0010096301515350684 0.0010515463570255302 0.0016696165570237471 0.0010863352137066155 0.0016330054747141097 0.0012698904535100365
leaf_count=451 352 132 234 616 153 133 1050
internal_value=0 -0.00199615 -0.00440852 -0.00155374 0.00241359 0.0132597 -0.00762015
internal_weight=0 0.0092278 0.00772002 0.00666848 0.00565885 0.00271934 0.00293951
internal_count=3121 2769 2318 2084 1952 286 1666
is_linear=0
shrinkage=0.1


Tree=4196
num_leaves=9
num_cat=0
split_feature=11 2 4 52 13 13 13 15
split_gain=2.17496e-05 3.23056e-05 0.000111309 0.000103511 8.59552e-05 5.76392e-05 6.63764e-05 8.04177e-05
threshold=0.078340000000000007 0.10912000000000001 0.033845000000000007 0.10160000000000001 -0.094514999999999988 -0.017449999999999997 0.021350000000000004 -0.0040799999999999994
decision_type=2 2 2 2 2 2 2 2
left_child=1 3 -3 4 -1 -6 7 -7
right_child=-2 2 -4 -5 5 6 -8 -9
leaf_value=0.027666701656933874 -0.01367223316809878 0.034106793287676004 -0.0077192617811271185 -0.029559089584641002 -0.023702556644501899 -0.0031754271574708386 -0.017526888566919616 0.031967890057467765
leaf_weight=0.0011608993851126579 0.001057590803668588 0.0011534397500824406 0.0014190444768795276 0.0011466796681539829 0.0010237403160042744 0.0015511973448551436 0.0011086662636982953 0.0011221655711606911
leaf_count=154 208 240 312 440 907 254 221 385
internal_value=0 0.001431 0.0110345 -0.00204204 0.00324621 -0.00265289 0.00304495 0.0115763
internal_weight=0 0.00968583 0.00257248 0.00711335 0.00596667 0.00480577 0.00378203 0.00267336
internal_count=3121 2913 552 2361 1921 1767 860 639
is_linear=0
shrinkage=0.1


Tree=4197
num_leaves=8
num_cat=0
split_feature=4 151 43 43 16 0 3
split_gain=2.28341e-05 2.4467e-05 4.41285e-05 0.000102729 4.8996e-05 9.44688e-05 7.19895e-05
threshold=0.27287000000000006 -0.024429999999999997 -0.074359999999999996 -0.096754999999999994 0.22339500000000004 -0.10224499999999999 -0.059315
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 -3 5 -4 -7
right_child=-2 2 4 -5 -6 6 -8
leaf_value=0.0097228891392401231 0.011181768755519825 -0.0087071278653209974 -0.021988372076153336 0.031451493753848356 -0.029525781421515823 -0.0091874110122994023 0.02767605797112499
leaf_weight=0.0015008473868819931 0.0015484184591392962 0.001753588201578674 0.0017546709985025747 0.001000388011335605 0.0010132333914314971 0.0010515944932224033 0.0010675536633671483
leaf_count=451 352 311 216 505 232 922 132
internal_value=0 -0.00195004 -0.00424284 0.00588058 -0.00994764 -0.00482679 0.00938313
internal_weight=0 0.00914188 0.00764103 0.00275398 0.00488705 0.00387382 0.00211915
internal_count=3121 2769 2318 816 1502 1270 1054
is_linear=0
shrinkage=0.1


Tree=4198
num_leaves=12
num_cat=0
split_feature=41 3 12 52 13 4 15 49 15 52 16
split_gain=0.000142275 8.18116e-05 6.71817e-05 9.72186e-05 9.255e-05 8.2915e-05 9.07732e-05 9.71019e-05 9.7906e-05 5.85967e-05 8.8449e-06
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decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 10 3 5 -4 -3 7 -7 -9 -5 -1
right_child=-2 2 4 9 -6 6 -8 8 -10 -11 -12
leaf_value=0.0002701943257964119 -0.00071122382127817793 -0.00057211275868032316 7.7809493567123031e-05 0.00074583508033585172 -0.0007074279844761569 0.00035600042937790788 0.00050996773037180389 9.0674733030427732e-05 -0.00069000418769574634 9.3664840409322784e-05 0.00052917919115977026
leaf_weight=0.0010260826906727466 0.0010574273358870548 0.0010665626524088241 0.0011190577903293919 0.001035906307364263 0.0011915241430568357 0.0011317542727563583 0.0011596285511027106 0.0011285959409245993 0.0013641594919522753 0.0010838846504747646 0.0010021786613006733
leaf_count=153 170 329 65 433 737 162 197 238 305 196 136
internal_value=0 3.82645e-05 -3.27362e-05 5.26041e-05 -0.000327123 -7.77439e-05 3.24693e-05 -0.000120302 -0.000336552 0.00041237 0.000398161
internal_weight=0 0.0123093 0.0102811 0.00797049 0.00231058 0.0058507 0.00478414 0.00362451 0.00249276 0.00211979 0.00202826
internal_count=3121 2951 2662 1860 802 1231 902 705 543 629 289
is_linear=0
shrinkage=0.00196078


Tree=4199
num_leaves=8
num_cat=0
split_feature=50 484 3 15 3 3 1
split_gain=2.10829e-05 3.81842e-05 3.90626e-05 5.52178e-05 0.000104956 3.75917e-05 7.68221e-05
threshold=0.088425000000000017 0.085515000000000022 -0.10519499999999998 0.088235000000000022 -0.034684999999999994 0.11296500000000002 0.094385000000000011
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 4 -4 6 -6
right_child=-2 -3 3 -5 5 -7 -8
leaf_value=0.012084530212476364 -0.013286449688268982 0.019767803363758159 -0.034750582259471315 0.013478824264829976 -0.0078302018069736547 -0.013625185768451918 0.027451583291992501
leaf_weight=0.0018616896135030467 0.0010833005284271004 0.0010154625653925097 0.0012137154847243394 0.0013895702921656742 0.0015653885528239878 0.0015482574434733847 0.0010187920470753839
leaf_count=317 560 298 955 450 157 159 225
internal_value=0 0.00142917 -0.000736855 -0.00428056 -0.00889658 -0.00130314 0.00607935
internal_weight=0 0.00961288 0.00859741 0.00673572 0.00534615 0.00413244 0.00258418
internal_count=3121 2561 2263 1946 1496 541 382
is_linear=0
shrinkage=0.1


Tree=4200
num_leaves=10
num_cat=0
split_feature=41 3 3 13 49 15 47 1 16
split_gain=0.000111416 5.80095e-05 6.06435e-05 8.06898e-05 7.65995e-05 9.93274e-05 9.12172e-05 7.51596e-05 3.04733e-05
threshold=0.075585000000000013 -0.10519499999999998 -0.078934999999999991 -0.010384999999999998 -0.054984999999999992 -0.016799999999999995 0.092710000000000015 0.10089500000000001 -0.014034999999999997
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 7 -5 6 -6 8 -4
right_child=-2 2 3 4 5 -7 -8 -9 -10
leaf_value=0.00035049561548076313 -0.00062555467816822119 -0.00034720419282721702 -0.0001732413845211094 -0.00052787330693043646 0.00017181346479917638 0.0005384258576781435 -0.00056739544732325293 0.0006789929457021905 0.00030123451832083801
leaf_weight=0.0019970024896386164 0.0010334729984867253 0.0017486343983428619 0.001033548409039379 0.0012313042677318461 0.0013839297311108653 0.0010747826288036973 0.0011968461935765728 0.0012174104808306187 0.0010482226588657752
leaf_count=289 170 1320 327 125 168 154 89 317 162
internal_value=0 4.55543e-05 -1.5743e-05 5.5061e-05 -0.000104891 3.75821e-05 -0.000170998 0.000291988 6.56688e-05
internal_weight=0 0.0119317 0.00993468 0.00818604 0.00488686 0.00365556 0.00258078 0.00329918 0.00208177
internal_count=3121 2951 2662 1342 536 411 257 806 489
is_linear=0
shrinkage=0.00196078


Tree=4201
num_leaves=8
num_cat=0
split_feature=42 160 49 52 4 1 16
split_gain=2.28842e-05 3.72517e-05 6.06841e-05 7.71011e-05 5.32332e-05 8.70922e-05 4.34057e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.081404999999999991 0.077655000000000016 0.0052350000000000009 0.11061500000000002 -0.0007049999999999999
decision_type=2 2 2 2 2 2 2
left_child=-1 6 -3 4 -4 -6 -2
right_child=1 2 3 -5 5 -7 -8
leaf_value=-0.010169302411124639 -0.024616611360096456 0.026613077515178902 -0.025340742258899568 0.017720076225554115 0.014760326832566451 -0.022440048506953233 0.0047955198461869354
leaf_weight=0.0018524336248814778 0.0010045433244542899 0.0011415556652093267 0.0011086396345218225 0.0019123688679045267 0.0016669636016076587 0.0010110450718584566 0.0010024901929701633
leaf_count=862 586 151 591 322 184 183 242
internal_value=0 0.00205365 0.00556838 0.00135297 -0.0069129 0.000715841 -0.00992559
internal_weight=0 0.00884761 0.00684057 0.00569902 0.00378665 0.00267801 0.00200703
internal_count=3121 2259 1431 1280 958 367 828
is_linear=0
shrinkage=0.1


Tree=4202
num_leaves=8
num_cat=0
split_feature=1 4 457 4 0 1 52
split_gain=2.08734e-05 8.43046e-05 7.2977e-05 6.35444e-05 7.06724e-05 6.56581e-05 2.81467e-05
threshold=0.111945 0.24564500000000003 0.080930000000000016 -0.076229999999999978 -0.10011499999999998 0.092695000000000013 0.090245000000000006
decision_type=2 2 2 2 2 2 2
left_child=2 -2 3 6 5 -5 -1
right_child=1 -3 -4 4 -6 -7 -8
leaf_value=0.011307556903494515 -0.0063612253075111883 0.029103803493818012 0.019952219430320911 0.010180316398959711 -0.036663644425017815 -0.023795191943443626 -0.0076233522712094923
leaf_weight=0.0018492044569216712 0.0017395074656955151 0.0010904443279652104 0.001202253629025752 0.0011831292641647367 0.0011385903506919682 0.0010954296560719556 0.0013652225815682165
leaf_count=798 221 276 219 192 1080 110 225
internal_value=0 0.00730425 -0.00271593 -0.00682549 -0.0163195 -0.00615359 0.00326727
internal_weight=0 0.00282995 0.00783383 0.00663158 0.00341715 0.00227856 0.00321443
internal_count=3121 497 2624 2405 1382 302 1023
is_linear=0
shrinkage=0.1


Tree=4203
num_leaves=9
num_cat=0
split_feature=484 15 13 151 2 42 4 1
split_gain=0.000116905 7.19727e-05 0.000180156 9.13327e-05 0.000112304 0.000120034 0.000115498 6.32437e-05
threshold=-1.0000000180025095e-35 0.024640000000000006 -0.0034749999999999994 -0.044604999999999992 0.10672500000000001 0.079510000000000011 0.0061450000000000003 0.11181500000000001
decision_type=2 2 2 2 2 2 2 2
left_child=-1 3 -3 -2 5 6 -5 -6
right_child=1 2 -4 4 7 -7 -8 -9
leaf_value=-0.00064113651009535576 -0.00026047221146786447 0.00015524370341014944 -0.00083882912893219557 -0.00011561825089802584 0.00087380432792569295 -0.00042702385890026391 0.00060237028479264419 0.00022468371710025967
leaf_weight=0.0010173446436011853 0.0017589745794992177 0.0019041649435808713 0.001109234341669073 0.001642306759813866 0.0013200355221997262 0.0013584683990511544 0.0018115431105860083 0.0010252758284805218
leaf_count=515 373 776 282 252 224 332 187 180
internal_value=0 5.13029e-05 -0.000210675 0.000139839 0.000238215 6.67538e-05 0.000260966 0.000590035
internal_weight=0 0.01193 0.0030134 0.0089166 0.00715763 0.00481232 0.00345385 0.00234531
internal_count=3121 2606 1058 1548 1175 771 439 404
is_linear=0
shrinkage=0.00196078


Tree=4204
num_leaves=7
num_cat=0
split_feature=16 1 15 150 16 16
split_gain=2.20356e-05 5.72863e-05 4.54853e-05 3.35411e-05 6.72135e-05 6.00371e-05
threshold=0.38525000000000004 0.077565000000000009 0.035560000000000008 0.080470000000000014 -0.36241499999999999 -0.056919999999999991
decision_type=2 2 2 2 2 2
left_child=1 2 -1 4 -3 -6
right_child=-2 3 -4 -5 5 -7
leaf_value=-0.024914610260109396 0.011652873251107308 -0.022753326898765941 -0.00014163536070134136 0.01635915648018621 0.018250004806744262 -0.0073007074422183522
leaf_weight=0.0015746630344530164 0.0013969979117162681 0.0010617181536906892 0.0014002252263716417 0.0015495846721107036 0.0018883013640691071 0.0017927068568719877
leaf_count=733 311 212 778 295 388 404
internal_value=0 -0.00181982 -0.0132544 0.00358624 -0.000587034 0.00580642
internal_weight=0 0.0092672 0.00297489 0.00629231 0.00474273 0.00368101
internal_count=3121 2810 1511 1299 1004 792
is_linear=0
shrinkage=0.1


Tree=4205
num_leaves=9
num_cat=0
split_feature=3 13 16 43 43 3 52 0
split_gain=2.1937e-05 4.17339e-05 2.93203e-05 8.6415e-05 6.45329e-05 6.06009e-05 5.64141e-05 6.80914e-05
threshold=0.149315 -0.095539999999999986 0.23311500000000004 -0.092909999999999979 -0.063379999999999978 -0.078724999999999976 -0.066844999999999988 -0.15202999999999997
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 -5 -6 -7 -8
right_child=-2 2 -4 4 5 6 7 -9
leaf_value=-0.018650706520661246 0.01303889077021517 -0.024081570961606062 0.014507474231624835 0.025141175473602107 0.01904964877579296 -0.027345083588012815 0.020066247854552577 -0.014868087814338888
leaf_weight=0.0012502635356227082 0.0011428451493367591 0.0013771966334849743 0.0013375618077452684 0.0011375431194338053 0.0010749678936450907 0.0010566768913258251 0.0010036552373884346 0.0012563594735475728
leaf_count=221 168 347 404 774 672 80 103 352
internal_value=0 -0.00162591 0.000956037 -0.00166847 0.00391412 -0.00158419 -0.00827179 0.000645983
internal_weight=0 0.00949422 0.00824396 0.0069064 0.0055292 0.00439166 0.00331669 0.00226001
internal_count=3121 2953 2732 2328 1981 1207 535 455
is_linear=0
shrinkage=0.1


Tree=4206
num_leaves=10
num_cat=0
split_feature=0 1 2 42 2 2 12 15 47
split_gain=4.86136e-05 6.26999e-05 8.17325e-05 5.58498e-05 9.93273e-05 4.6312e-05 7.26975e-05 6.94064e-05 7.34599e-05
threshold=0.15398500000000004 0.090405000000000013 0.092875000000000013 0.085465000000000013 0.088225000000000012 0.11474000000000002 0.10097500000000002 -0.07490999999999999 0.090280000000000013
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 6 7 8 -3
right_child=-2 5 -4 -5 -6 -7 -8 -9 -10
leaf_value=-0.00065562835031313007 0.00039738245679889434 0.00045278138235068646 -0.000609073747873881 0.00028123412766469869 0.000200585285218837 0.00035058059836615623 0.00042625749417524162 -0.00045978267672772095 -0.00028629993157755929
leaf_weight=0.001078546870210221 0.0010661874538743068 0.0010410902519849209 0.0014047489143541466 0.0012561090495826644 0.0010075188950813584 0.0018096455501639477 0.0010899667706303247 0.0015830605775096888 0.0010271687584884268
leaf_count=663 60 203 598 485 210 319 110 391 82
internal_value=0 -4.06175e-05 -0.000212215 -4.54111e-05 -0.000242098 8.37251e-05 -1.81279e-05 -0.000150783 8.57281e-05
internal_weight=0 0.0112979 0.00474692 0.00334217 0.00208607 0.00655093 0.00474129 0.00365132 0.00206826
internal_count=3121 3061 1956 1358 873 1105 786 676 285
is_linear=0
shrinkage=0.00196078


Tree=4207
num_leaves=8
num_cat=0
split_feature=50 15 16 2 48 52 4
split_gain=2.09985e-05 3.75568e-05 4.33618e-05 8.61971e-05 5.57554e-05 5.6881e-05 5.77582e-05
threshold=0.088425000000000017 -0.15914499999999995 -0.084119999999999986 0.092755000000000018 0.084855000000000014 0.083680000000000018 -0.034939999999999992
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 -3 5 6 -4
right_child=-2 2 4 -5 -6 -7 -8
leaf_value=0.019188161575302322 -0.013306436112646317 0.0032616960346434397 -0.028204202621468666 -0.030334559588726176 0.024193077215280582 0.014144533266889751 0.0025100997414262039
leaf_weight=0.0010603217651756385 0.0010737272269211095 0.0019400360463182379 0.0010296921629412365 0.0012594513358604579 0.0011565376093135233 0.0015969294112153616 0.0015102468164340096
leaf_count=314 560 441 420 242 274 421 449
internal_value=0 0.00144305 -0.000772392 -0.00996319 0.00478279 -0.000643713 -0.00994149
internal_weight=0 0.00955322 0.00849289 0.00319949 0.00529341 0.00413687 0.00253994
internal_count=3121 2561 2247 683 1564 1290 869
is_linear=0
shrinkage=0.1


Tree=4208
num_leaves=10
num_cat=0
split_feature=11 15 13 2 3 42 16 3 2
split_gain=4.73205e-05 5.3514e-05 0.00013512 9.27685e-05 0.000151341 8.13283e-05 7.38444e-05 0.000102624 3.38896e-05
threshold=0.080455000000000013 0.035560000000000008 -0.0034749999999999994 0.10912000000000001 0.11924500000000002 0.075730000000000006 0.22339500000000004 0.090900000000000009 0.081135000000000013
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 3 -3 5 -5 6 7 8 -1
right_child=-2 2 -4 4 -6 -7 -8 -9 -10
leaf_value=0.00027552490381698461 -0.00041062248369086327 0.00013172857056241628 -0.00074753710749024744 0.00099435058088028112 1.2747644894407524e-05 -0.00039012018608057888 -0.00034177802487115379 0.00074938070069715385 -0.0002142017527505921
leaf_weight=0.001025641870616675 0.0010151592677710092 0.0017779325054424031 0.0010802115275347639 0.0010489427461952694 0.0014232013354273793 0.0016670338735396365 0.0010168291635202771 0.0011059908812596254 0.001155146148135788
leaf_count=135 189 853 295 297 155 718 96 101 282
internal_value=0 3.1321e-05 -0.000200583 0.000109827 0.000429247 -2.2428e-05 0.00012 0.00026286 1.61206e-05
internal_weight=0 0.0113009 0.00285814 0.00844279 0.00247214 0.00597064 0.00430361 0.00328678 0.00218079
internal_count=3121 2932 1148 1784 452 1332 614 518 417
is_linear=0
shrinkage=0.00196078


Tree=4209
num_leaves=10
num_cat=0
split_feature=484 133 0 0 16 151 2 43 15
split_gain=0.000116906 5.88123e-05 7.03662e-05 9.57326e-05 0.000103974 9.53476e-05 9.23508e-05 9.73297e-05 9.3917e-05
threshold=-1.0000000180025095e-35 0.10622000000000002 -1.0000000180025095e-35 -0.053834999999999994 0.0065250000000000004 -0.044604999999999992 0.088475000000000012 -0.0030899999999999994 -0.074054999999999996
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 -2 7 -7 -8
right_child=1 -3 -4 -5 -6 6 8 -9 -10
leaf_value=-0.00077839047632694805 -0.00058284684963523818 -0.00053551648637643304 0.00031544099148184709 -0.00063571448461168716 0.00047421057008112849 0.00012875558213227095 0.00060545722485724914 -0.00066915789176777288 -0.00013396991477467959
leaf_weight=0.001021914154739771 0.0014317760659751863 0.0010242855100463079 0.0017531309301981506 0.0011752012276972012 0.0012850506076934227 0.0011170104735374678 0.0013462741386901299 0.0012404574790432846 0.0012963065368962671
leaf_count=515 280 370 260 171 288 485 258 268 226
internal_value=0 -8.67666e-05 -4.35877e-05 -0.000114373 -3.49775e-05 -0.000136711 -8.95896e-06 -0.000291092 0.000242734
internal_weight=0 0.0116695 0.0106452 0.00889208 0.00771688 0.00643182 0.00500005 0.00235747 0.00264258
internal_count=3121 2606 2236 1976 1805 1517 1237 753 484
is_linear=0
shrinkage=0.00196078


Tree=4210
num_leaves=11
num_cat=0
split_feature=41 3 4 3 13 15 47 1 52 12
split_gain=0.000110607 0.000107657 5.65458e-05 0.000107271 6.17614e-05 7.1992e-05 5.62533e-05 0.000100875 5.50908e-05 2.21135e-05
threshold=0.075585000000000013 -0.10519499999999998 -0.083854999999999985 -0.078934999999999991 -0.012119999999999997 -0.053579999999999996 0.092710000000000015 0.094090000000000021 0.091275000000000009 0.091625000000000012
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 9 8 -4 5 -5 7 -6 -3 -1
right_child=-2 2 3 4 6 -7 -8 -9 -10 -11
leaf_value=0.00024630617161999009 -0.00062580624015750414 0.00055291526262691703 -0.00061718843731952745 0.00055061528080290476 -0.00040579342469790905 -0.00011006345360682262 -0.00050661668141637969 0.00031064095022683889 -8.31885370692262e-05 0.00065169686499977461
leaf_weight=0.0010332827773873203 0.0010360258882074836 0.00108681913851258 0.0013602619441993235 0.0012998060920482095 0.001379988869499534 0.0012381237758409725 0.0012557016568663926 0.001669968148782243 0.0010098437565372181 0.0010360521923755209
leaf_count=114 170 360 1054 415 185 315 79 182 72 175
internal_value=0 4.11566e-05 -4.08324e-05 -0.000114276 -1.43154e-05 0.000228305 -0.000157325 -1.35182e-05 0.00024654 0.000449273
internal_weight=0 0.0123698 0.0103005 0.00820385 0.00684359 0.00253793 0.00430566 0.00304996 0.00209666 0.00206933
internal_count=3121 2951 2662 2230 1176 730 446 367 432 289
is_linear=0
shrinkage=0.00196078


Tree=4211
num_leaves=9
num_cat=0
split_feature=474 160 133 42 47 48 2 43
split_gain=3.78661e-05 9.97766e-05 0.000118006 5.86612e-05 5.82093e-05 7.37651e-05 9.03765e-05 4.61007e-05
threshold=0.084660000000000027 -1.0000000180025095e-35 -1.0000000180025095e-35 0.088060000000000013 0.09550500000000002 0.086035000000000014 0.092235000000000025 -0.089694999999999983
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 6 -4 -5
right_child=-2 2 3 7 -6 -7 -8 -9
leaf_value=-0.00047335318063306952 0.00034872921492003532 -0.00048425802442315073 -0.00022982401894074483 0.00012579758319867891 0.00039371303171784245 -0.00043884921171647058 0.00041616083391213195 0.0007175748023242755
leaf_weight=0.0017273375396845677 0.001055316709737005 0.0014133808910625047 0.0016693089158942831 0.0010221404793961213 0.0013469524804313182 0.001439055434602203 0.0016613710214542494 0.0010025152483051211
leaf_count=736 344 707 306 95 102 176 291 364
internal_value=0 -3.96722e-05 3.87302e-05 0.000129524 3.37658e-05 -6.78818e-05 9.23986e-05 0.000418818
internal_weight=0 0.0112821 0.00955472 0.00814134 0.00611669 0.00476974 0.00333068 0.00202466
internal_count=3121 2777 2041 1334 875 773 597 459
is_linear=0
shrinkage=0.00196078


Tree=4212
num_leaves=8
num_cat=0
split_feature=4 16 2 2 52 3 12
split_gain=2.00776e-05 2.51978e-05 4.78743e-05 4.75781e-05 6.78664e-05 5.00378e-05 4.39088e-05
threshold=0.27287000000000006 -0.36241499999999999 0.10981000000000002 0.095195000000000016 -0.088204999999999992 0.0041950000000000008 0.088245000000000004
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 6 -6
right_child=-2 2 -4 -5 5 -7 -8
leaf_value=-0.016075294084098347 0.010332529684228729 -0.020491922608070454 0.015714478658330536 -0.020120389824442336 -0.01413922689418678 0.026077363421069623 0.010707432282405531
leaf_weight=0.0011121734702671292 0.0015522442308735273 0.0011672290790444096 0.0015599608072243481 0.0014003276990696605 0.0012224426687325019 0.0010161554238119486 0.0017007900458978187
leaf_count=139 352 359 370 394 735 80 692
internal_value=0 -0.00196459 -1.91625e-05 -0.00379111 0.000686675 0.00696183 0.000317012
internal_weight=0 0.00917908 0.00806691 0.00650694 0.00510662 0.00393939 0.00292323
internal_count=3121 2769 2630 2260 1866 1507 1427
is_linear=0
shrinkage=0.1


Tree=4213
num_leaves=9
num_cat=0
split_feature=41 3 42 3 13 48 4 2
split_gain=0.000105683 7.26545e-05 7.26487e-05 0.000144387 8.58959e-05 0.000108186 0.000118625 4.80864e-05
threshold=0.075585000000000013 -0.12018999999999998 0.091295000000000015 -0.078934999999999991 -0.010384999999999998 0.085845000000000019 0.08184000000000001 0.10613000000000002
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 7 6 -6 -5
right_child=-2 2 -4 4 5 -7 -8 -9
leaf_value=0.00043804724163320721 -0.00062315541007086834 -0.00064078126938964621 0.00035968888973753684 0.00054803764908916146 0.00039027344166732588 -0.00051873123732489328 -0.00042737538407685536 1.363256931834167e-06
leaf_weight=0.0015164982758569439 0.0010111194192379208 0.0015227414834403071 0.0016229197869374783 0.0014508610188467335 0.001893760243210233 0.0017546656085160109 0.0010662922255819877 0.0010784533758358287
leaf_count=224 170 1221 613 246 239 171 91 146
internal_value=0 3.71298e-05 -2.13889e-05 -9.19346e-05 2.34364e-05 -0.00013295 9.57339e-05 0.000314946
internal_weight=0 0.0119062 0.0103897 0.00876677 0.00724403 0.00471472 0.00296005 0.00252931
internal_count=3121 2951 2727 2114 893 501 330 392
is_linear=0
shrinkage=0.00196078


Tree=4214
num_leaves=9
num_cat=0
split_feature=0 16 0 16 0 151 1 2
split_gain=5.01572e-05 5.60502e-05 5.75019e-05 4.65956e-05 0.000128711 9.2829e-05 0.000113037 9.78448e-05
threshold=0.15398500000000004 0.31475000000000003 -0.060129999999999996 -0.056919999999999991 -0.11242999999999999 -0.0083949999999999979 0.086455000000000018 0.090425000000000019
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 5 -5 -1 -7 -8
right_child=-2 -3 -4 4 -6 6 7 -9
leaf_value=-0.00044263136640351443 0.0003912040725078859 -0.0004578385692186984 0.00030162981661826892 0.00012888061862303602 -0.00078437678648845155 -0.00030404263231725392 4.1705703244153491e-05 0.00072917863563034884
leaf_weight=0.0013071794987694002 0.0010923420133284395 0.0011564451181704872 0.0019391173295221211 0.0012481710057237402 0.0011308926551145031 0.0014588840777542324 0.001751143653737855 0.001459207211366606
leaf_count=178 60 313 339 141 788 855 298 149
internal_value=0 -4.8542e-05 -2.56363e-06 -7.316e-05 -0.000305238 1.92245e-05 0.000148524 0.000354184
internal_weight=0 0.011451 0.0102946 0.00835548 0.00237906 0.00597641 0.00466923 0.00321035
internal_count=3121 3061 2748 2409 929 1480 1302 447
is_linear=0
shrinkage=0.00196078


Tree=4215
num_leaves=9
num_cat=0
split_feature=0 0 52 52 0 16 16 3
split_gain=2.16812e-05 5.15029e-05 5.94076e-05 6.337e-05 4.40438e-05 6.05036e-05 3.8569e-05 1.26713e-05
threshold=1.0000000180025095e-35 -0.053834999999999994 -0.081429999999999989 -0.0064899999999999992 -0.083914999999999976 -0.088394999999999987 -0.48836499999999994 -0.10831999999999999
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 5 6 -5 -2
right_child=7 -3 3 4 -6 -7 -8 -9
leaf_value=0.018956393405301988 0.016876069616306 -0.02277575304276587 -0.023733620833560669 0.0094353769445153259 -0.016930889671985822 0.026052060706760544 -0.014038152815277953 0.0011603020088975608
leaf_weight=0.0014238595716897888 0.0010320144528405857 0.001082367554422114 0.001257958873167017 0.0014958707038260244 0.0010366451889655751 0.0011069048939449208 0.0013155862063963209 0.0010202099166446788
leaf_count=525 169 203 381 216 748 303 420 156
internal_value=0 -0.00236087 0.000532532 -0.00368977 0.00139889 0.00624824 -0.00154877 0.00906338
internal_weight=0 0.00871919 0.00763683 0.00621297 0.00495501 0.00391836 0.00281146 0.00205222
internal_count=3121 2796 2593 2068 1687 939 636 325
is_linear=0
shrinkage=0.1


Tree=4216
num_leaves=9
num_cat=0
split_feature=48 48 51 1 0 43 1 43
split_gain=7.1216e-05 0.000110125 0.000123367 7.70512e-05 7.74788e-05 0.00015018 9.46108e-05 7.98443e-05
threshold=0.12474000000000002 0.092475000000000016 0.087505000000000013 0.111945 -0.077999999999999986 -0.0037449999999999996 0.091900000000000023 -0.084999999999999978
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 -1 -7 -6
right_child=-2 -3 -4 -5 7 6 -8 -9
leaf_value=-0.00081128708305699309 -0.00049940317890337718 0.00053831753439377128 -0.00066877975265307841 0.00038057074982222677 0.00056497462524630177 0.00027723366822582791 -0.00046638107368931033 -7.3643829816554934e-05
leaf_weight=0.00122382638478921 0.0010493784204067521 0.0014566662024155805 0.0010674242089224921 0.0019577818519101687 0.0012219642491003019 0.0018282365034192625 0.0010275312828394167 0.0019600169509153224
leaf_count=1024 102 263 307 327 142 350 84 522
internal_value=0 3.37329e-05 -3.77191e-05 3.53455e-05 -5.77301e-05 -0.000236604 9.67431e-06 0.000171602
internal_weight=0 0.0117434 0.0102868 0.00921936 0.00726158 0.00407959 0.00285577 0.00318198
internal_count=3121 3019 2756 2449 2122 1458 434 664
is_linear=0
shrinkage=0.00196078


Tree=4217
num_leaves=11
num_cat=0
split_feature=484 133 133 15 3 3 15 16 0 42
split_gain=0.00011806 7.06887e-05 9.92556e-05 0.000129145 0.000119166 8.47679e-05 9.06258e-05 0.0001118 0.00012362 6.72612e-05
threshold=-1.0000000180025095e-35 0.10622000000000002 0.083950000000000011 0.024640000000000006 -0.10519499999999998 -0.0087149999999999988 -0.018314999999999994 -0.056919999999999991 -0.23001499999999997 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 -6 7 8 -7 -5
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leaf_value=-0.00064839074330204089 0.00056859968726456159 -0.00045429708344175079 0.00057950933428058821 -0.00078231927041057421 -0.00044722818182064137 -0.00019834958665796489 0.00063986796285994837 -0.00057889314680916967 0.00068010043504985432 -6.4745041146877129e-05
leaf_weight=0.0010283375959827127 0.0018470066903199696 0.0010041449378832444 0.0013872466642034275 0.0010051680522426311 0.0012867656487531914 0.0013706347814326225 0.0010126337224945371 0.001003396296644532 0.0011185185734152048 0.001003698652549523
leaf_count=515 224 370 415 427 452 73 85 101 144 315
internal_value=0 4.37784e-05 8.91012e-05 1.85861e-05 0.000134922 -3.37453e-06 0.000123398 -2.63473e-05 0.000196388 -0.000423795
internal_weight=0 0.0120392 0.0110351 0.00964782 0.00763896 0.00579195 0.00450518 0.00349255 0.00248915 0.00200887
internal_count=3121 2606 2236 1821 1079 855 403 318 217 742
is_linear=0
shrinkage=0.00196078


Tree=4218
num_leaves=10
num_cat=0
split_feature=11 3 3 13 49 15 3 1 0
split_gain=5.15063e-05 5.2958e-05 5.16744e-05 5.95957e-05 9.46211e-05 0.000113364 9.16799e-05 7.10865e-05 1.22641e-05
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decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 7 -5 6 -6 8 -4
right_child=-2 2 3 4 5 -7 -8 -9 -10
leaf_value=0.00034029507511445806 -0.00042604056481079989 -0.00033585031626063336 0.0001754636004708443 -0.00059042414644759731 0.00021804752573212482 0.00060127442411897589 -0.00053498820083314137 0.00062351707617155059 -0.00013024801985022093
leaf_weight=0.0018163135968026186 0.0010226990964752472 0.0016916988658489977 0.0010036349172827751 0.0011416591151172592 0.0012105797173999431 0.0010438234649079491 0.0012775759538055098 0.0012058255397009421 0.0010144744167807085
leaf_count=230 189 1329 184 124 181 154 79 326 325
internal_value=0 3.3298e-05 -2.48506e-05 4.1767e-05 -9.97003e-05 5.89189e-05 -0.000168608 0.000246848 2.17868e-05
internal_weight=0 0.0114056 0.00958927 0.00789757 0.00467364 0.00353198 0.00248816 0.00322393 0.00201811
internal_count=3121 2932 2702 1373 538 414 260 835 509
is_linear=0
shrinkage=0.00196078


Tree=4219
num_leaves=10
num_cat=0
split_feature=474 160 133 42 42 16 43 1 4
split_gain=4.06845e-05 0.000101277 0.00012464 6.31797e-05 0.000102338 6.51602e-05 8.88493e-05 0.000109038 0.00020283
threshold=0.084660000000000027 -1.0000000180025095e-35 -1.0000000180025095e-35 0.088060000000000013 0.095405000000000004 -0.36241499999999999 -0.09225499999999999 0.094385000000000011 -0.03898999999999999
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 5 -5 -4 -7 8 -8
right_child=-2 2 3 4 -6 6 7 -9 -10
leaf_value=-0.0004789940751316161 0.00036246666857553958 -0.00050333899621054481 -0.00036714470584381495 0.00087238386999640349 -4.296005475001227e-06 -0.0003369764872934113 0.00062866336912955039 0.00077218445033422616 -0.00048491840009449116
leaf_weight=0.0017305360181887721 0.0010421411793382967 0.0014045326934756684 0.001264911763021453 0.0010078848527405502 0.0010403775149775076 0.0011772706352439432 0.0012117099480964445 0.0011840112070741044 0.0013073187810586438
leaf_count=736 344 707 158 161 298 208 109 254 146
internal_value=0 -4.23803e-05 3.63417e-05 0.000128854 0.00042709 2.94492e-05 0.000132241 0.000281415 5.07397e-05
internal_weight=0 0.0113286 0.00959802 0.00819348 0.00204826 0.00614522 0.00488031 0.00370304 0.00251903
internal_count=3121 2777 2041 1334 459 875 717 509 255
is_linear=0
shrinkage=0.00196078


Tree=4220
num_leaves=10
num_cat=0
split_feature=133 13 42 48 16 16 12 51 52
split_gain=4.8677e-05 9.2648e-05 5.5014e-05 7.42706e-05 6.11615e-05 6.62939e-05 0.000127348 0.000111895 6.67449e-05
threshold=0.10622000000000002 -0.23438999999999996 0.09832500000000001 0.11280000000000003 -0.48836499999999994 0.0065250000000000004 0.088365000000000013 -0.076794999999999988 -0.0064899999999999992
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 6 8 -7 -6
right_child=-2 2 -4 -5 5 7 -8 -9 -10
leaf_value=0.00053631503470134725 -0.00042416968653715293 0.0004267116445744191 0.00037818353097414533 -0.00056920949989784902 -0.00035683700569356393 -0.00028915409899812119 -0.00079321770181578369 0.00053282178735254791 0.00021256589286077691
leaf_weight=0.0012199447714877866 0.0010062408586982386 0.0010240382382094666 0.0011013997391049858 0.0010771182346553951 0.001394110228847294 0.0011570144203687535 0.0011513420243831718 0.0014159417824513574 0.0018309770289436727
leaf_count=157 435 159 210 82 381 269 544 309 575
internal_value=0 2.57676e-05 -3.55841e-05 -8.59373e-05 -2.06528e-05 -8.65749e-05 -0.000233417 0.000163193 -3.35702e-05
internal_weight=0 0.0113719 0.0101519 0.00905054 0.00797342 0.00694939 0.00437643 0.00257296 0.00322509
internal_count=3121 2686 2529 2319 2237 2078 1500 578 956
is_linear=0
shrinkage=0.00196078


Tree=4221
num_leaves=9
num_cat=0
split_feature=15 0 0 0 15 48 16 4
split_gain=2.14533e-05 3.48052e-05 8.51137e-05 5.44254e-05 5.42664e-05 6.69157e-05 5.3726e-05 3.04886e-05
threshold=0.091915000000000011 -0.077999999999999986 -0.10011499999999998 -0.053834999999999994 -0.11713499999999999 0.086260000000000017 0.15891500000000003 0.053180000000000012
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 4 -3 -1 7 -5 -6
right_child=-2 3 -4 6 5 -7 -8 -9
leaf_value=-0.014484365139927314 -0.014041176332230712 0.025966658648166066 -0.027688639099107792 0.018534402694594884 0.0078273333298101364 -0.011542312450032897 -0.0096407695962386457 0.031411302500805115
leaf_weight=0.0013443780037383042 0.0010138970882250442 0.0012203138843605472 0.0011837520614579062 0.0010750147150184203 0.001125699752248641 0.001034282039465706 0.0018269814742856889 0.0010684152388369837
leaf_count=209 486 368 1239 224 142 101 235 117
internal_value=0 0.00123327 -0.00378968 0.00824749 0.00239703 0.00942683 0.000796434 0.0193114
internal_weight=0 0.00987884 0.00575653 0.00412231 0.00457278 0.0032284 0.002902 0.00219411
internal_count=3121 2635 1808 827 569 360 459 259
is_linear=0
shrinkage=0.1


Tree=4222
num_leaves=9
num_cat=0
split_feature=13 39 48 51 1 160 49 4
split_gain=2.28715e-05 3.6225e-05 6.68707e-05 8.03062e-05 0.000122562 5.56432e-05 3.51992e-05 6.47683e-05
threshold=-0.23438999999999996 0.085060000000000011 0.11280000000000003 0.087505000000000013 0.111945 -1.0000000180025095e-35 -0.016249999999999997 -0.082109999999999975
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 -2 -7 -8
right_child=1 -3 -4 -5 -6 6 7 -9
leaf_value=0.012088709782080584 -0.021577711968873873 0.015844060557846745 -0.028135821608365471 -0.027141727637641774 0.033692029426959841 0.018918467921339943 0.015157333576056017 -0.014212790497160425
leaf_weight=0.001334993631199142 0.0012322573457214823 0.0010277185439812155 0.0010137396707547109 0.0010000447793260588 0.0011016056678871799 0.0010046044369615985 0.0012427782793690968 0.0018968759561352119
leaf_count=169 652 304 95 308 148 136 457 852
internal_value=0 -0.00188801 -0.00403401 -0.000766769 0.0033048 -0.0029213 0.00262601 -0.00258713
internal_weight=0 0.00951962 0.00849191 0.00747817 0.00647812 0.00537652 0.00414426 0.00313965
internal_count=3121 2952 2648 2553 2245 2097 1445 1309
is_linear=0
shrinkage=0.1


Tree=4223
num_leaves=10
num_cat=0
split_feature=11 48 2 2 2 2 3 3 47
split_gain=2.09609e-05 3.60253e-05 6.51984e-05 5.65289e-05 6.63127e-05 9.11061e-05 5.27218e-05 5.09039e-05 2.27828e-05
threshold=0.078340000000000007 0.091545000000000015 0.11293500000000002 0.10097500000000002 0.092235000000000025 0.084245000000000014 0.10732000000000001 -0.078934999999999991 0.094160000000000008
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 7 -3 -1 -9
right_child=-2 6 -4 -5 -6 -7 -8 8 -10
leaf_value=-0.015766907024445189 -0.013489608004540382 0.029353025432149144 0.019670004243156087 -0.026915503553457395 0.021048162436645597 -0.028221337177198848 -0.0029446823876069796 0.022298511319194605 0.001170040340059486
leaf_weight=0.0010018425474474209 0.0010625875049598702 0.0010096538508246539 0.0011946381964766176 0.0010565662615592553 0.0010419974838831569 0.0013878823579591562 0.0010120033990961286 0.0010227184394152834 0.0010187014161613488
leaf_count=470 208 269 353 221 298 839 88 281 94
internal_value=0 0.00130127 -0.00180911 -0.0057388 -0.00165073 -0.00698845 0.0131854 0.00269483 0.0117551
internal_weight=0 0.009746 0.00772435 0.00652971 0.00547314 0.00443114 0.00202166 0.00304326 0.00204142
internal_count=3121 2913 2556 2203 1982 1684 357 845 375
is_linear=0
shrinkage=0.1


Tree=4224
num_leaves=11
num_cat=0
split_feature=484 133 52 16 12 49 15 4 16 15
split_gain=0.000116212 6.05576e-05 0.000100832 0.000169867 9.00688e-05 0.000111649 0.000138346 0.000143204 0.000132182 3.33466e-05
threshold=-1.0000000180025095e-35 0.10622000000000002 0.096795000000000006 -0.014034999999999997 0.10345000000000001 -0.026779999999999995 -0.016799999999999995 -0.077834999999999988 -0.056919999999999991 -0.074054999999999996
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 -4 5 9 8 -8 -7 -2
right_child=1 -3 3 -5 -6 6 7 -9 -10 -11
leaf_value=-0.00063664384280556578 0.00053035693431707147 -0.00041014766362937343 -0.00013135824238929579 0.0009624846100777934 0.0005382020525122697 -0.00019247898436391042 -0.00036448143053480046 0.00053226378185200159 -0.0010596206713483079 5.8645148437850883e-05
leaf_weight=0.0010453288150547848 0.0011099737580467228 0.0010301153889657579 0.0010048802731399509 0.0011948557534193212 0.0010341319575653792 0.0017348357837124496 0.001359159648570835 0.0013796519515683983 0.0011071906222219069 0.0011981125275384941
leaf_count=515 151 370 356 83 158 225 538 192 351 182
internal_value=0 4.46706e-05 8.67927e-05 0.000462797 -5.90083e-06 -7.72254e-05 -0.000227237 8.7246e-05 -0.000530298 0.000285494
internal_weight=0 0.0121529 0.0111228 0.00219974 0.00892306 0.00788892 0.00558084 0.00273881 0.00284203 0.00230809
internal_count=3121 2606 2236 439 1797 1639 1306 730 576 333
is_linear=0
shrinkage=0.00196078


Tree=4225
num_leaves=8
num_cat=0
split_feature=15 403 13 12 3 3 2
split_gain=2.10538e-05 2.83214e-05 7.67515e-05 0.000111299 0.00014936 4.86058e-05 5.0388e-05
threshold=0.091915000000000011 0.03138500000000001 0.10935500000000002 0.084100000000000022 -0.077774999999999983 0.12178000000000001 0.089775000000000008
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 5 -5 6 -1
right_child=-2 -3 -4 4 -6 -7 -8
leaf_value=-0.0023735055552121728 -0.013944599743730253 0.015218920644438855 0.021727901803415339 -0.039847001144346361 0.0060610374394668952 -0.011808068717095867 0.023057177438027817
leaf_weight=0.0013975721011938781 0.0010030422345875889 0.0012668207380084713 0.0012842752304074922 0.0016410325343359092 0.0012473843137538103 0.0012042406550857388 0.0017607065768012234
leaf_count=370 486 313 150 1102 239 154 307
internal_value=0 0.00126652 -0.000804333 -0.00479521 -0.0200213 0.00528594 0.0118038
internal_weight=0 0.00980203 0.00853521 0.00725094 0.00288842 0.00436252 0.00315828
internal_count=3121 2635 2322 2172 1341 831 677
is_linear=0
shrinkage=0.1


Tree=4226
num_leaves=8
num_cat=0
split_feature=4 42 49 160 16 16 1
split_gain=2.47018e-05 2.96161e-05 5.27374e-05 7.67586e-05 6.00384e-05 8.24176e-05 6.35957e-05
threshold=0.27287000000000006 0.092395000000000019 -0.00064499999999999985 0.079055000000000014 0.22339500000000004 -0.032969999999999992 0.08844500000000001
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 -1 5 6 -4
right_child=-2 -3 4 -5 -6 -7 -8
leaf_value=-0.029058340838022435 0.011535184680472103 -0.01581801347279806 -0.016955020980899661 0.0060236966427800742 -0.013759091124091339 0.030603783973019796 0.014211285844389875
leaf_weight=0.0012654609182405612 0.0015521605439175129 0.0013443809686546791 0.0011279437887390378 0.0012297445512970337 0.0012116859509744438 0.001466988622427428 0.0015605560375309994
leaf_count=341 352 535 789 178 276 435 215
internal_value=0 -0.00210206 0.000243224 -0.0117684 0.00582744 0.0115386 0.00113565
internal_weight=0 0.00920676 0.00786238 0.00249521 0.00536717 0.00415549 0.0026885
internal_count=3121 2769 2234 519 1715 1439 1004
is_linear=0
shrinkage=0.1


Tree=4227
num_leaves=8
num_cat=0
split_feature=484 160 133 42 47 4 16
split_gain=2.13697e-05 3.99821e-05 8.37852e-05 6.08619e-05 5.39977e-05 5.39832e-05 5.31406e-05
threshold=0.085515000000000022 -1.0000000180025095e-35 -1.0000000180025095e-35 0.088060000000000013 0.09550500000000002 0.033845000000000007 -0.062804999999999986
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 6 -4
right_child=-2 2 3 -5 -6 -7 -8
leaf_value=-0.017486740283201373 0.01315307192548946 -0.02392903469408373 0.01602464074402473 0.021050271684421435 0.018533140623337378 -0.022095733784013569 -0.011571710207522451
leaf_weight=0.0013637826387221637 0.0010894945340364391 0.0011597052750112859 0.0013990734105405558 0.0017831240945722551 0.0011844975946207759 0.0013501126540856421 0.0013920914808775932
leaf_count=659 341 709 251 485 104 194 378
internal_value=0 -0.00162286 0.000993652 0.0050594 -0.000294511 -0.00567964 0.00226098
internal_weight=0 0.00963239 0.0082686 0.0071089 0.00532578 0.00414128 0.00279116
internal_count=3121 2780 2121 1412 927 823 629
is_linear=0
shrinkage=0.1


Tree=4228
num_leaves=10
num_cat=0
split_feature=4 0 43 403 4 1 47 3 1
split_gain=6.18382e-05 0.000106203 5.89477e-05 6.56437e-05 0.000133988 0.000103057 0.000143138 9.26114e-05 0.00012844
threshold=-0.49405499999999997 1.0000000180025095e-35 -0.25681499999999996 0.03138500000000001 -0.064804999999999988 0.12408500000000001 0.092530000000000015 0.090900000000000009 0.094385000000000011
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 -4 6 7 8 -6
right_child=1 -3 3 -5 5 -7 -8 -9 -10
leaf_value=-0.00044807382063916036 -0.00047744157502338747 0.0005497529582516031 -0.00061236676680127865 0.00045461348755227024 -0.00045156061915124763 0.00060742577525250865 -0.00061272628107518652 0.00047106016301038902 0.00041656547699457224
leaf_weight=0.0011190137808051248 0.001033070791610329 0.0013595245536520131 0.0013414757646085986 0.0011513486630251391 0.0016313388577787512 0.0011262862408507775 0.0013042758886254325 0.0017910039115886789 0.0010950678236705111
leaf_count=156 142 186 765 304 834 190 223 119 202
internal_value=0 3.4164e-05 -3.27603e-05 1.58995e-05 -4.50349e-05 6.45024e-05 -4.05337e-05 0.000124671 -0.000102876
internal_weight=0 0.0118334 0.0104739 0.0094408 0.00828945 0.00694797 0.00582169 0.00451741 0.00272641
internal_count=3121 2965 2779 2637 2333 1568 1378 1155 1036
is_linear=0
shrinkage=0.00196078


Tree=4229
num_leaves=9
num_cat=0
split_feature=474 160 133 151 13 16 1 13
split_gain=4.52133e-05 0.000103386 0.000100399 6.1947e-05 0.000101517 9.73044e-05 8.80614e-05 6.79335e-05
threshold=0.084660000000000027 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.0083949999999999979 0.19762500000000002 -0.056919999999999991 0.089770000000000016 -0.061684999999999997
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 5 6 -5 -7
right_child=-2 2 3 4 -6 7 -8 -9
leaf_value=-0.00048509572437410828 0.00039278824362008454 -0.00043878251139591176 -0.00023080693760075104 0.0001328231674636777 -0.00036398441058302258 0.00033967733590518581 0.00079711281014355824 -0.00032543310141208454
leaf_weight=0.0016881183251952004 0.0010227555288293338 0.0014238390213810606 0.0015211769743456553 0.0012696391965487191 0.001009136146473591 0.0011906058514683559 0.0019389218434467223 0.0011712055628858463
leaf_count=736 344 707 270 292 85 187 273 227
internal_value=0 -3.78691e-05 4.13969e-05 0.000125797 0.000208243 0.000311909 0.000534251 9.85378e-06
internal_weight=0 0.0112126 0.00952452 0.00810069 0.00657951 0.00557037 0.00320856 0.00236181
internal_count=3121 2777 2041 1334 1064 979 565 414
is_linear=0
shrinkage=0.00196078


Tree=4230
num_leaves=8
num_cat=0
split_feature=3 13 3 48 15 52 12
split_gain=2.41848e-05 2.71518e-05 3.27913e-05 7.45493e-05 4.76837e-05 8.75495e-05 6.67979e-05
threshold=0.149315 -0.095539999999999986 0.10893000000000001 0.091545000000000015 -0.095244999999999982 -0.0064899999999999992 0.090020000000000017
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 -6 -7
right_child=-2 2 -4 -5 5 6 -8
leaf_value=-0.015427139101585607 0.013403083299001898 0.013630939018078709 -0.014714504603877085 0.027135379538482374 -0.025629283407044869 0.015543736487304192 -0.016043511998152873
leaf_weight=0.001264968236977756 0.0011784745544279095 0.0015565862124655898 0.0012379390236452181 0.0010781944303586985 0.0015767785365125991 0.0017888276467356362 0.0010699001482672417
leaf_count=221 168 335 91 259 788 672 587
internal_value=0 -0.00177863 0.000299425 0.00292822 -0.00142753 -0.00671211 0.00372197
internal_weight=0 0.00957319 0.00830823 0.00707029 0.00599209 0.00443551 0.00285873
internal_count=3121 2953 2732 2641 2382 2047 1259
is_linear=0
shrinkage=0.1


Tree=4231
num_leaves=10
num_cat=0
split_feature=484 42 15 151 133 4 15 51 12
split_gain=0.000115746 7.13592e-05 6.83608e-05 0.000152164 0.000133238 0.000124902 0.00012583 0.00015596 8.95735e-05
threshold=-1.0000000180025095e-35 0.10194000000000002 1.0000000180025095e-35 -0.044604999999999992 0.048950000000000007 0.24564500000000003 -0.037864999999999989 0.084745000000000015 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 -4 6 7 -5 -8
right_child=1 -3 4 5 -6 -7 8 -9 -10
leaf_value=-0.00064428076183769927 -0.00037377622681715922 -0.00045288573419011965 -0.00048517120473598154 -0.00060605681550729472 0.00040416393242513144 0.00082344542317427569 0.00085295199537524947 0.00041677403473139226 0.00014147153918271332
leaf_weight=0.0010168160956397091 0.0015288091938407116 0.0010130304493536106 0.0018323631054892224 0.0013305956721426596 0.0010017669351423189 0.0014392989967097697 0.0012088236373828578 0.0010068377288349846 0.0015560671929173101
leaf_count=515 326 319 691 376 212 241 120 143 178
internal_value=0 4.49124e-05 9.11577e-05 0.000183158 -0.000170822 0.000313317 0.000169416 -0.000165478 0.000452534
internal_weight=0 0.0119176 0.0109046 0.00807043 0.00283413 0.00654162 0.00510232 0.00233743 0.00276489
internal_count=3121 2606 2287 1384 903 1058 817 519 298
is_linear=0
shrinkage=0.00196078


Tree=4232
num_leaves=10
num_cat=0
split_feature=52 52 474 16 52 52 0 4 4
split_gain=5.92196e-05 9.11454e-05 8.80011e-05 5.9395e-05 0.000114764 0.000117965 7.28612e-05 0.000106785 8.25605e-05
threshold=0.19022000000000003 0.11008000000000001 0.084660000000000027 -0.056919999999999991 -0.075329999999999994 0.060015000000000006 -0.11756999999999999 0.053180000000000012 0.033845000000000007
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 6 -5 -6 8 -8 -1
right_child=-2 -3 -4 4 5 -7 7 -9 -10
leaf_value=0.00024019951313602658 -0.00046065118110999318 0.00057509337847637106 0.00052203242187291569 7.9850728654530433e-05 -0.0010685361760287147 -0.00011915259040819984 -8.6495174027120979e-05 0.00064512145354978065 -0.00045959002412876264
leaf_weight=0.0010540372283824621 0.0010292846291965153 0.0010713353608718034 0.0010238695423113982 0.0018666126895877664 0.0010091017673921586 0.0010036588166364487 0.0016716237207061628 0.0014173586532753519 0.0016833778607615556
leaf_count=87 350 183 313 561 322 57 832 229 187
internal_value=0 2.97524e-05 -2.46989e-05 -8.2374e-05 -0.000270353 -0.000595128 4.27874e-05 0.000249202 -0.000190137
internal_weight=0 0.011801 0.0107296 0.00970577 0.00387937 0.00201276 0.0058264 0.00308898 0.00273742
internal_count=3121 2771 2588 2275 940 379 1335 1061 274
is_linear=0
shrinkage=0.00196078


Tree=4233
num_leaves=8
num_cat=0
split_feature=4 42 49 3 16 16 1
split_gain=2.20616e-05 2.5871e-05 4.63036e-05 6.01506e-05 4.73979e-05 7.40014e-05 5.16779e-05
threshold=0.27287000000000006 0.092145000000000019 -0.00064499999999999985 0.090900000000000009 0.22339500000000004 -0.032969999999999992 0.08844500000000001
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 -1 5 6 -4
right_child=-2 -3 4 -5 -6 -7 -8
leaf_value=-0.02491047841137721 0.010853061937795578 -0.014720791288349076 -0.015660336015998196 0.006360268500963915 -0.011940170339795067 0.028552761916228377 0.01244168890400631
leaf_weight=0.0013872412030969464 0.0015668164268018989 0.0013591971208476899 0.0011273585973630173 0.0011051782775859387 0.0012135924817433539 0.0014709670029549229 0.001559728776474876
leaf_count=421 352 544 785 96 275 434 214
internal_value=0 -0.00198146 0.000220357 -0.0110445 0.00544722 0.010522 0.000651578
internal_weight=0 0.00922326 0.00786407 0.00249242 0.00537165 0.00415805 0.00268709
internal_count=3121 2769 2225 517 1708 1433 999
is_linear=0
shrinkage=0.1


Tree=4234
num_leaves=10
num_cat=0
split_feature=474 160 133 42 42 4 1 15 12
split_gain=3.76358e-05 9.14921e-05 9.59264e-05 7.25125e-05 8.50044e-05 7.19036e-05 0.00015668 4.81859e-05 2.90514e-05
threshold=0.084660000000000027 -1.0000000180025095e-35 -1.0000000180025095e-35 0.088060000000000013 0.095565000000000011 -0.046564999999999988 0.094385000000000011 -0.10091499999999999 0.089795000000000014
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 5 -5 8 -7 -8 -4
right_child=-2 2 3 4 -6 6 7 -9 -10
leaf_value=-0.00045759341045600779 0.00035234237394338473 -0.00043463636000468461 0.00053501994483869423 0.00084503270795523774 3.9168770726971687e-05 -0.00060371911087570831 0.00048053700700673402 -8.0317793072781488e-05 7.5377764148915334e-05
leaf_weight=0.0017113096876651144 0.0010254949540188475 0.001425853904480784 0.0010501095227073223 0.0010002379135411158 0.0010128122725880412 0.0016646383831428794 0.0011042888632473045 0.001262030247926781 0.0010646801548711005
leaf_count=736 344 707 189 167 292 230 125 167 164
internal_value=0 -3.9971e-05 3.45942e-05 0.000116598 0.000439584 1.08037e-05 -0.000142816 0.000181416 0.000303615
internal_weight=0 0.011296 0.00958465 0.0081588 0.00201305 0.00614575 0.00403096 0.00236632 0.00211479
internal_count=3121 2777 2041 1334 459 875 522 292 353
is_linear=0
shrinkage=0.00196078


Tree=4235
num_leaves=8
num_cat=0
split_feature=13 16 43 3 4 16 1
split_gain=2.10041e-05 3.53615e-05 5.41456e-05 6.4482e-05 4.83463e-05 7.29953e-05 9.76779e-06
threshold=-0.23438999999999996 0.23311500000000004 -0.092909999999999979 -0.082974999999999979 0.0061450000000000003 -0.094359999999999986 0.089105000000000018
decision_type=2 2 2 2 2 2 2
left_child=-1 2 -2 -4 6 -6 -5
right_child=1 -3 3 4 5 -7 -8
leaf_value=0.0116481757614708 -0.02059859651706325 0.013079448406416666 0.017631014224899173 -0.01065707650786038 -0.012396266916212749 0.019431113053352902 -0.024575258419194269
leaf_weight=0.0013315699784978161 0.0016255390015283361 0.0013716360060315848 0.0015460783231231699 0.0010005948628726479 0.0015399878002898162 0.0013543173262272824 0.0010164627907355075
leaf_count=169 386 417 769 601 297 152 330
internal_value=0 -0.00176656 -0.00428584 -0.00017941 -0.00578606 0.00249656 -0.0176709
internal_weight=0 0.00945462 0.00808298 0.00645744 0.00491136 0.00289431 0.00201706
internal_count=3121 2952 2535 2149 1380 449 931
is_linear=0
shrinkage=0.1


Tree=4236
num_leaves=9
num_cat=0
split_feature=16 15 47 4 2 0 0 16
split_gain=2.02476e-05 5.69556e-05 5.91459e-05 7.31477e-05 6.99152e-05 5.06261e-05 7.68044e-05 9.11063e-05
threshold=-0.48836499999999994 -0.14147499999999996 0.09550500000000002 0.033845000000000007 0.10981000000000002 0.047850000000000011 -0.077999999999999986 -0.088159999999999988
decision_type=2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 5 6 7 -3
right_child=1 2 -4 -5 -6 -7 -8 -9
leaf_value=0.010161522051927475 -0.024326126975153642 0.012226593127862612 0.01953421608294266 -0.026829776657092498 0.024885539930828812 -0.022607056953103784 0.022748014793765092 -0.027548364523441355
leaf_weight=0.0016312303245053185 0.0010102086156529603 0.0011024315745109341 0.0014019854813374357 0.00108445453026817 0.0010442343048149127 0.0010895014190213277 0.0011873670560100724 0.0012056910446443495
leaf_count=274 307 325 191 241 236 146 428 973
internal_value=0 -0.0019344 0.000852837 -0.00304831 0.00153313 -0.0037854 0.00208108 -0.0085506
internal_weight=0 0.00912587 0.00811567 0.00671368 0.00562923 0.00458499 0.00349549 0.00230812
internal_count=3121 2847 2540 2349 2108 1872 1726 1298
is_linear=0
shrinkage=0.1


Tree=4237
num_leaves=10
num_cat=0
split_feature=48 16 50 16 160 2 3 4 1
split_gain=5.18013e-05 9.38637e-05 6.91561e-05 6.24875e-05 0.000111836 6.58649e-05 7.57813e-05 5.65818e-05 8.25009e-05
threshold=0.12230500000000001 -0.48836499999999994 0.088425000000000017 -0.014034999999999997 -0.081069999999999989 0.10644500000000001 0.0022600000000000003 -0.080584999999999976 0.094385000000000011
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 3 7 -5 6 -6 -3 -9
right_child=-2 2 -4 4 5 -7 -8 8 -10
leaf_value=0.00047489453304633549 -0.00043031497926567972 0.00024079772918066852 -0.00052366783727197182 0.00074788629332694456 0.00010345148773303176 0.00042177977424354233 -0.00057316837459439292 -0.0005738968835389143 7.5112099663529892e-05
leaf_weight=0.0015851620670802044 0.0010145968380319273 0.0010084921454457888 0.0010158008569055845 0.0010093653833155216 0.0017037091326928093 0.0010867706306503799 0.0010158719477890432 0.0017491594943973791 0.0013223128657016674
leaf_count=248 108 424 521 232 515 245 78 528 222
internal_value=0 3.18722e-05 -3.89812e-05 1.63654e-05 0.000167629 1.37569e-05 -0.000149293 -0.000162176 -0.000294489
internal_weight=0 0.0114966 0.00991148 0.00889568 0.00481572 0.00380635 0.00271958 0.00407996 0.00307147
internal_count=3121 3013 2765 2244 1070 838 593 1174 750
is_linear=0
shrinkage=0.00196078


Tree=4238
num_leaves=8
num_cat=0
split_feature=47 16 52 0 1 13 16
split_gain=2.07985e-05 6.79875e-05 7.37118e-05 6.01836e-05 0.000120598 7.34837e-05 5.96366e-05
threshold=0.12431000000000002 -0.48836499999999994 0.11434500000000002 -0.084269999999999984 0.094385000000000011 -0.084034999999999985 0.13751500000000003
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 -5 -7
right_child=-2 2 -4 5 -6 6 -8
leaf_value=0.021119113353660391 -0.01370187228160964 -0.024351489702130781 -0.027424210159347474 0.032287288475587372 0.012669034069206477 0.013564331204411948 -0.017401619643290133
leaf_weight=0.0014728587451171933 0.0010169887748514616 0.0019821907740446626 0.0010162105857705103 0.0010766665751610737 0.0015824223310702068 0.0015587812120832808 0.001034807965173715
leaf_count=252 91 851 400 190 215 749 373
internal_value=0 0.00132809 -0.0022047 0.00133763 -0.00791714 0.010326 0.00120932
internal_weight=0 0.00972394 0.00825108 0.00723487 0.00356461 0.00367026 0.00259359
internal_count=3121 3030 2778 2378 1066 1312 1122
is_linear=0
shrinkage=0.1


Tree=4239
num_leaves=10
num_cat=0
split_feature=48 48 474 160 133 13 16 16 2
split_gain=0.000144046 0.000145948 0.000112787 0.000110412 0.000233017 0.000116038 0.000102021 5.86028e-05 8.88532e-05
threshold=0.12649500000000002 0.092475000000000016 0.084660000000000027 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.084034999999999985 0.23311500000000004 -0.056919999999999991 0.083215000000000011
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -5 -6 7 8 -7
right_child=-2 -3 -4 4 5 6 -8 -9 -10
leaf_value=-0.00057774666381245072 -0.00072852431971336953 0.00059872745036297582 0.00057934456005757288 -0.00074092102016714103 0.00057572109530156239 0.00044519408176992367 0.00052303216935029842 -0.00053538509242888387 -0.00028643423782401598
leaf_weight=0.0015821560210896443 0.0010030228064064105 0.0015889226869010295 0.0010269354955995237 0.0013908227277718193 0.0017457975274698945 0.0010377213157551971 0.001067782087994875 0.001138046679166658 0.0016576172219732778
leaf_count=642 99 266 328 671 224 168 209 211 303
internal_value=0 4.43926e-05 -3.83355e-05 -0.000104273 -1.10748e-05 0.000141639 -1.29805e-05 -0.000162286 -4.753e-06
internal_weight=0 0.0122358 0.0106469 0.00961994 0.00803779 0.00664696 0.00490117 0.00383339 0.00269534
internal_count=3121 3022 2756 2428 1786 1115 891 682 471
is_linear=0
shrinkage=0.00196078


Tree=4240
num_leaves=8
num_cat=0
split_feature=484 160 133 42 4 4 16
split_gain=2.08812e-05 3.30987e-05 7.24877e-05 6.26578e-05 4.14244e-05 7.74452e-05 6.74343e-05
threshold=0.085515000000000022 -1.0000000180025095e-35 -1.0000000180025095e-35 0.088060000000000013 0.24564500000000003 0.033845000000000007 -0.062804999999999986
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 6 -4
right_child=-2 2 3 -5 -6 -7 -8
leaf_value=-0.016017450599301042 0.012963876248403675 -0.022425610380334006 0.018730254915721469 0.020751463145332889 0.017007665209593278 -0.02544269203349131 -0.011395602648988583
leaf_weight=0.0013642313857119689 0.0010988786659550083 0.0011565822968817073 0.0014908348501401934 0.0017903391269734285 0.0010422815441579972 0.0013134291862662408 0.0014812842012539339
leaf_count=659 341 709 268 485 161 95 403
internal_value=0 -0.00158556 0.000793774 0.00456653 -0.000872177 -0.00522071 0.00371573
internal_weight=0 0.00963898 0.00827475 0.00711817 0.00532783 0.00428555 0.00297212
internal_count=3121 2780 2121 1412 927 766 671
is_linear=0
shrinkage=0.1


Tree=4241
num_leaves=8
num_cat=0
split_feature=13 48 51 0 3 15 12
split_gain=1.72017e-05 3.60166e-05 6.71653e-05 8.69511e-05 3.75645e-05 9.42482e-05 0.000121709
threshold=-0.23438999999999996 0.11280000000000003 0.087505000000000013 -0.17169499999999996 -0.10519499999999998 0.088235000000000022 0.051320000000000005
decision_type=2 2 2 2 2 2 2
left_child=-1 2 3 -2 -5 6 -6
right_child=1 -3 -4 4 5 -7 -8
leaf_value=0.010639794116459838 0.031108494033473003 -0.018618281737711975 -0.023035064510717095 0.011871024862066972 0.00047898542211301964 0.016569621425635554 -0.040598804930316319
leaf_weight=0.001311594508063541 0.0010225364622285533 0.0010965510857357712 0.0010450269035907362 0.0017902981430206926 0.0019130216929737695 0.001365331549567114 0.0011578344688527482
leaf_count=169 112 126 343 314 354 555 1148
internal_value=0 -0.00158598 0.000665854 0.0040826 -0.000355688 -0.00528998 -0.015009
internal_weight=0 0.0093906 0.00829405 0.00724902 0.00622649 0.00443619 0.00307086
internal_count=3121 2952 2826 2483 2371 2057 1502
is_linear=0
shrinkage=0.1


Tree=4242
num_leaves=8
num_cat=0
split_feature=1 457 15 151 2 13 1
split_gain=2.02082e-05 4.6556e-05 4.442e-05 5.22198e-05 8.56047e-05 5.08039e-05 5.30766e-05
threshold=0.12500000000000003 0.045365000000000009 0.090615000000000015 -0.0077149999999999988 0.10672500000000001 -0.020934999999999999 0.086560000000000012
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 -1 5 -5 -7
right_child=-2 -3 -4 4 -6 6 -8
leaf_value=-0.02197143477184324 0.011034650011049899 0.015291322076627922 -0.023437903549719783 -0.018663589491200908 0.022644565475848765 0.019557716694425575 -0.0095025520256740367
leaf_weight=0.0010723557455474143 0.0014177775481928655 0.0013610387835413839 0.0010938583176597827 0.0016851094742318345 0.0014944256237020377 0.0011547862510116222 0.0013790564200915839
leaf_count=283 279 271 514 767 322 479 206
internal_value=0 -0.00178732 -0.00473731 -0.00172278 0.00207773 -0.0052074 0.00374152
internal_weight=0 0.00924063 0.00787959 0.00678573 0.00571338 0.00421895 0.00253384
internal_count=3121 2842 2571 2057 1774 1452 685
is_linear=0
shrinkage=0.1


Tree=4243
num_leaves=9
num_cat=0
split_feature=13 15 15 16 0 52 16 15
split_gain=2.0669e-05 6.63174e-05 8.0367e-05 8.16608e-05 6.89592e-05 6.60168e-05 6.13442e-05 5.1032e-05
threshold=-0.010384999999999998 0.035560000000000008 -0.037864999999999989 -0.056919999999999991 -0.23001499999999997 -0.013374999999999998 -0.083539999999999989 0.083935000000000023
decision_type=2 2 2 2 2 2 2 2
left_child=5 2 3 4 -2 -1 7 -7
right_child=1 -3 -4 -5 -6 6 -8 -9
leaf_value=0.024314473375101595 -0.014421617318092328 -0.025575629413943708 0.017949477119049286 -0.031988454525600694 0.021489169501468529 -0.0074043613447831672 -0.02111325055838438 0.023819847363506359
leaf_weight=0.0012766515780400982 0.0011330890240839331 0.0011438228543702517 0.0018070840938233298 0.0010073398695704091 0.0010126311537747828 0.0010859900318160327 0.0011478168231075837 0.0010104581048926437
leaf_count=637 73 440 265 228 195 396 636 251
internal_value=0 -0.00386984 0.00113557 -0.00850083 0.00252578 0.00505094 -0.00252946 0.00764526
internal_weight=0 0.00610397 0.00496014 0.00315306 0.00214572 0.00452092 0.00324426 0.00209645
internal_count=3121 1201 761 496 268 1920 1283 647
is_linear=0
shrinkage=0.1


Tree=4244
num_leaves=8
num_cat=0
split_feature=150 0 1 1 12 15 16
split_gain=2.01392e-05 4.30521e-05 7.33356e-05 7.27769e-05 4.62329e-05 5.95679e-05 3.4896e-05
threshold=0.081835000000000019 -0.11756999999999999 0.11146500000000002 0.09253500000000002 0.088305000000000008 0.088235000000000022 -0.25582999999999995
decision_type=2 2 2 2 2 2 2
left_child=1 6 3 4 -3 -6 -1
right_child=-2 2 -4 -5 5 -7 -8
leaf_value=-0.027206620242746574 0.0092486244139863387 -0.01063487748890601 0.022234904088008666 -0.027343904526536202 -0.0043576891812505533 0.027379680708598777 -0.0024206522209638845
leaf_weight=0.001057478429473218 0.00190295996264236 0.0015894242025954425 0.0014099405103483393 0.0010250895236257546 0.0011897678419545061 0.0011758561616469028 0.0012272155385952997
leaf_count=151 420 832 294 313 522 402 187
internal_value=0 -0.00211124 0.00210115 -0.00359897 0.00255537 0.0114177 -0.0138929
internal_weight=0 0.00867477 0.00639008 0.00498014 0.00395505 0.00236562 0.00228469
internal_count=3121 2701 2363 2069 1756 924 338
is_linear=0
shrinkage=0.1


Tree=4245
num_leaves=8
num_cat=0
split_feature=4 42 49 0 52 160 12
split_gain=2.04485e-05 2.98549e-05 4.07621e-05 5.56463e-05 5.75696e-05 5.48135e-05 5.10228e-05
threshold=0.27287000000000006 0.092395000000000019 -0.00064499999999999985 -0.083914999999999976 0.08976000000000002 0.079055000000000014 0.083310000000000009
decision_type=2 2 2 2 2 2 2
left_child=1 2 5 6 -5 -1 -4
right_child=-2 -3 3 4 -6 -7 -8
leaf_value=-0.025143544280630495 0.010595922649675269 -0.015792542406070576 0.0039879070350574064 -0.017676913381785682 0.010430164211931695 0.0049162082436214581 0.033730296605731146
leaf_weight=0.0012219308050422243 0.0015378789632488959 0.0013170318290412781 0.0013281859427882333 0.0014740684380028027 0.0014411895861519068 0.0012046733602720343 0.0010195260664863214
leaf_count=341 352 535 194 655 244 178 622
internal_value=0 -0.00188085 0.000501876 0.00544568 -0.00378187 -0.0102206 0.0169039
internal_weight=0 0.00900661 0.00768957 0.00526297 0.00291526 0.0024266 0.00234771
internal_count=3121 2769 2234 1715 899 519 816
is_linear=0
shrinkage=0.1


Tree=4246
num_leaves=10
num_cat=0
split_feature=133 13 159 52 16 12 13 13 3
split_gain=7.45476e-05 9.58566e-05 5.6844e-05 6.29488e-05 0.000141129 7.47227e-05 8.50717e-05 9.60908e-05 6.7944e-05
threshold=0.10622000000000002 -0.23438999999999996 0.089030000000000012 -0.24456499999999998 0.15273500000000004 0.092355000000000007 -0.010384999999999998 -0.084319999999999992 0.090900000000000009
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 5 6 7 -5 -8
right_child=-2 2 -4 4 -6 -7 8 -9 -10
leaf_value=0.0005409877955001364 -0.00051160936491451831 -0.00043325540743652393 -0.00046914805436486809 -4.1479361514349693e-05 0.00074492201204738931 -0.00044586370068129847 -0.00036831311335844827 0.00076637264913080832 0.00015607066466423721
leaf_weight=0.0012820908704563169 0.0010448562564250733 0.0010471986348536419 0.0010101602690598113 0.0011048855075830805 0.0010614291353268912 0.0013028749051645222 0.0019108233289598445 0.0011608159198984057 0.0018892015560196818
leaf_count=157 435 321 311 514 92 358 397 406 130
internal_value=0 3.48876e-05 -2.69835e-05 2.0146e-05 7.64686e-05 -1.98205e-05 7.16906e-05 0.000372418 -0.000107613
internal_weight=0 0.0117695 0.0104874 0.00947723 0.00843003 0.0073686 0.00606573 0.0022657 0.00380002
internal_count=3121 2686 2529 2218 1897 1805 1447 920 527
is_linear=0
shrinkage=0.00196078


Tree=4247
num_leaves=10
num_cat=0
split_feature=43 1 150 15 3 3 133 4 150
split_gain=4.03858e-05 6.43824e-05 8.62429e-05 7.55202e-05 7.3566e-05 0.000130899 6.47551e-05 5.69036e-05 3.28828e-05
threshold=-0.27207999999999993 0.094385000000000011 0.076925000000000007 -0.0063699999999999989 0.095270000000000007 -0.077774999999999983 0.083950000000000011 -0.077834999999999988 0.078525000000000011
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 3 4 8 5 -3 7 -5 -2
right_child=1 2 -4 6 -6 -7 -8 -9 -10
leaf_value=-0.00034618230395886117 -0.00066523128559109284 -0.00018442031606498416 0.00069902144756938506 -0.0004461741150189035 -0.00023518681012252735 0.00076444214019907451 0.00035634730023778371 0.0001566248060834545 -0.00016447208796651155
leaf_weight=0.0012037169026932306 0.0010058034187038617 0.0010931851036081598 0.0010387605741575484 0.0012347375945744967 0.0017589504166687841 0.0011438445568088857 0.0016026187494019633 0.0011750616853954522 0.0010108569646649324
leaf_count=144 739 217 223 571 198 280 321 250 178
internal_value=0 3.20058e-05 0.000195687 -0.00010468 6.4844e-05 0.000300755 5.08982e-05 -0.000152238 -0.000414224
internal_weight=0 0.0110638 0.00503474 0.00602908 0.00399598 0.00223703 0.00401242 0.0024098 0.00201666
internal_count=3121 2977 918 2059 695 497 1142 821 917
is_linear=0
shrinkage=0.00196078


Tree=4248
num_leaves=8
num_cat=0
split_feature=42 43 133 42 2 52 4
split_gain=2.0031e-05 4.19432e-05 5.32977e-05 4.72072e-05 3.70319e-05 6.65593e-05 5.63461e-05
threshold=-1.0000000180025095e-35 -0.074359999999999996 1.0000000180025095e-35 0.082250000000000004 0.10613000000000002 -0.0064899999999999992 0.058735000000000009
decision_type=2 2 2 2 2 2 2
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right_child=1 3 -4 -5 6 -7 -8
leaf_value=-0.0096278706878348778 0.026568919922283236 -0.0076168372707786716 -0.0037683312654513152 -0.019809956476589567 0.006766436185084216 0.023578924045850394 -0.024000697469530038
leaf_weight=0.0018148177810615477 0.0013269694209003069 0.0012254345797576283 0.0010275276313354501 0.0012389209377242118 0.0013143540501155682 0.0015477913280201776 0.0010879323515009948
leaf_count=862 339 174 564 726 156 170 130
internal_value=0 0.00191412 0.0133294 -0.00227601 0.00192129 0.00979412 -0.00716719
internal_weight=0 0.00876893 0.0023545 0.00641443 0.00517551 0.00277323 0.00240229
internal_count=3121 2259 903 1356 630 344 286
is_linear=0
shrinkage=0.1


Tree=4249
num_leaves=9
num_cat=0
split_feature=474 160 133 16 43 52 4 1
split_gain=5.1485e-05 8.17239e-05 0.00010188 5.49449e-05 9.20669e-05 8.97548e-05 4.09845e-05 6.87647e-05
threshold=0.084660000000000027 -1.0000000180025095e-35 -1.0000000180025095e-35 0.38525000000000004 -0.09225499999999999 0.077655000000000016 -1.0000000180025095e-35 0.094385000000000011
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 -4 6 -6 -8
right_child=-2 2 3 -5 5 -7 7 -9
leaf_value=-0.0004346290542894705 0.0004221718692920666 -0.00045529668220116752 -0.00035855910300601056 0.00050850122586110842 0.00035339786649592344 0.0005855131560477605 -0.00044172809034874949 0.00018100012287187059
leaf_weight=0.0016808755170121112 0.0010287922643085765 0.0013908498313717254 0.0016076795203907347 0.0011892568782839183 0.0010126520957150311 0.001487081397299697 0.0012729846723775122 0.001467894433745516
leaf_count=736 344 707 287 200 299 220 109 219
internal_value=0 -3.63269e-05 3.46816e-05 0.000119469 5.19111e-05 0.000177832 1.63167e-05 -0.000108222
internal_weight=0 0.0111093 0.0094284 0.00803755 0.00684829 0.00524061 0.00375353 0.00274088
internal_count=3121 2777 2041 1334 1134 847 627 328
is_linear=0
shrinkage=0.00196078


Tree=4250
num_leaves=9
num_cat=0
split_feature=474 160 133 151 13 16 1 13
split_gain=6.81957e-05 9.56594e-05 8.30687e-05 7.56209e-05 0.00010193 0.000102545 9.34194e-05 6.04663e-05
threshold=0.084660000000000027 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.0083949999999999979 0.19762500000000002 -0.056919999999999991 0.089770000000000016 -0.061684999999999997
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 5 6 -5 -7
right_child=-2 2 3 4 -6 7 -8 -9
leaf_value=-0.00047228315190437644 0.00046054911110134561 -0.00041416671068985077 -0.00028769133885782962 0.00010431942991306804 -0.00038406797692697576 0.00028815097397842925 0.00078210207981431338 -0.00032606294474241961
leaf_weight=0.0017905320964189007 0.0010757711853372079 0.001441410495629584 0.0016010842717442478 0.0012897463351512197 0.0010228002087824054 0.0012516620644931907 0.0019853319481370896 0.0012137893483310767
leaf_count=736 344 707 270 292 85 187 273 227
internal_value=0 -5.55253e-05 2.05742e-05 9.54916e-05 0.000186203 0.000287809 0.000515187 -1.42384e-05
internal_weight=0 0.0115964 0.00980582 0.00836441 0.00676333 0.00574053 0.00327508 0.00246545
internal_count=3121 2777 2041 1334 1064 979 565 414
is_linear=0
shrinkage=0.00196078


Tree=4251
num_leaves=8
num_cat=0
split_feature=4 151 12 0 0 2 15
split_gain=2.17914e-05 3.25138e-05 4.7206e-05 8.26338e-05 0.000100245 5.6731e-05 3.15034e-05
threshold=0.27287000000000006 -0.024429999999999997 0.088305000000000008 -0.019414999999999998 -0.10096999999999999 0.088555000000000009 -0.092489999999999989
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 4 6 -4 -3
right_child=-2 2 5 -5 -6 -7 -8
leaf_value=0.011560346902208626 0.010893368887342962 -0.019338362458587197 0.017557359866635636 0.013080553249471253 -0.044317629706895095 -0.0084338648265309332 0.005112193554341506
leaf_weight=0.001491197681959361 0.0015500858967643872 0.001033960947317808 0.0016396475187641308 0.0010234900217474022 0.0010820967918112609 0.0017214780497989716 0.0010746785516519701
leaf_count=451 352 111 516 129 709 709 144
internal_value=0 -0.00193694 -0.00459386 -0.0116437 -0.0195745 0.00424535 -0.00687702
internal_weight=0 0.00906655 0.00757535 0.00421423 0.00319074 0.00336113 0.00210864
internal_count=3121 2769 2318 1093 964 1225 255
is_linear=0
shrinkage=0.1


Tree=4252
num_leaves=8
num_cat=0
split_feature=1 4 15 4 12 52 0
split_gain=1.95202e-05 6.08281e-05 5.56014e-05 4.62425e-05 3.01209e-05 5.33601e-05 6.53795e-05
threshold=0.090405000000000013 -0.15764999999999998 -0.0063699999999999989 -0.059649999999999988 -0.010834999999999999 -0.07167999999999998 -0.10607499999999999
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -3 -4 -2 -6 -7
right_child=4 2 3 -5 5 6 -8
leaf_value=0.010151968802238384 0.019049338440983846 -0.031894111790294215 -0.018535195033395728 0.010920881689344755 -0.018175361084871958 0.019680348303988578 -0.0081015556388025593
leaf_weight=0.0017806041590519356 0.0010720243041253807 0.0010403905383553069 0.0010578070676142976 0.0010741414661516954 0.0011528025341805692 0.001815430862666223 0.0015880308226593485
leaf_count=142 332 876 817 165 250 171 368
internal_value=0 -0.00464003 -0.0129426 -0.00369431 0.00396773 0.000419245 0.00671751
internal_weight=0 0.00495294 0.00317234 0.00213195 0.00562829 0.00455626 0.00340346
internal_count=3121 2000 1858 982 1121 789 539
is_linear=0
shrinkage=0.1


Tree=4253
num_leaves=8
num_cat=0
split_feature=150 0 1 1 15 52 3
split_gain=2.04862e-05 4.3801e-05 6.66823e-05 6.26749e-05 3.52538e-05 5.78331e-05 3.5129e-05
threshold=0.081835000000000019 -0.11756999999999999 0.11146500000000002 0.09253500000000002 0.088235000000000022 0.095415000000000014 0.095270000000000007
decision_type=2 2 2 2 2 2 2
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right_child=-2 2 -4 -5 -6 -7 -8
leaf_value=-0.00026992431821194784 0.0093341722345294097 -0.016459227637853079 0.021459930211471995 -0.025409788945367717 0.015407998597607967 0.014208129565134451 -0.025196246574483317
leaf_weight=0.0010264883542848947 0.0019038456953304568 0.0015710344293333191 0.0013949549203656555 0.0010179081920254438 0.0013664525863094539 0.0010104234290572449 0.0012586702319620224
leaf_count=217 420 1066 294 313 514 176 121
internal_value=0 -0.00212441 0.00214177 -0.00328492 0.00241964 -0.00445554 -0.0139994
internal_weight=0 0.00864593 0.00636077 0.00496582 0.00394791 0.00258146 0.00228516
internal_count=3121 2701 2363 2069 1756 1242 338
is_linear=0
shrinkage=0.1


Tree=4254
num_leaves=8
num_cat=0
split_feature=43 4 13 151 43 2 16
split_gain=2.27069e-05 4.63087e-05 9.44055e-05 4.84835e-05 6.1808e-05 0.000113432 9.20208e-05
threshold=-0.27207999999999993 -0.35136499999999998 0.016935000000000002 -0.044604999999999992 -0.074359999999999996 0.088475000000000012 -0.090054999999999982
decision_type=2 2 2 2 2 2 2
left_child=-1 -2 3 -3 -5 -6 -7
right_child=1 2 -4 4 5 6 -8
leaf_value=-0.01419191506347087 -0.015113988137512172 -0.016463950738604249 0.032458609867761397 0.022644557840419317 -0.023376033478727565 0.025991872902989967 -0.011565701102811528
leaf_weight=0.0010250355263141759 0.0014294665407382839 0.001392753167249198 0.0010448781843118739 0.0013933068826493178 0.0015318111048715304 0.0016009262398714572 0.0011010255111495882
leaf_count=144 225 427 278 658 780 217 392
internal_value=0 0.00147461 0.00441494 0.000240728 0.00437529 -0.00163701 0.0106874
internal_weight=0 0.00949417 0.0080647 0.00701982 0.00562707 0.00423376 0.00270195
internal_count=3121 2977 2752 2474 2047 1389 609
is_linear=0
shrinkage=0.1


Tree=4255
num_leaves=9
num_cat=0
split_feature=474 160 133 43 43 48 16 16
split_gain=4.04285e-05 7.11129e-05 0.000108496 5.981e-05 9.56621e-05 4.49876e-05 6.76557e-05 3.86326e-05
threshold=0.084660000000000027 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.09225499999999999 -0.071629999999999985 0.086260000000000017 -0.056919999999999991 0.0057500000000000008
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 -3 7 -5 6 -6 -4
right_child=-2 2 3 4 5 -7 -8 -9
leaf_value=-0.00040824172012211227 0.00036688727076774583 -0.00048568459083763073 -0.00042802254746944517 0.00077004595538546715 0.00050386461680675403 -0.00013781209487324781 -0.0001014195648357913 0.00010341840640234638
leaf_weight=0.0017044607059734157 0.0010254255677379703 0.0013505625417228632 0.0010708418343180776 0.0010014921514203759 0.0017200699480579798 0.0018305329705804174 0.0012090121704001397 0.00103342639055376
leaf_count=736 344 707 213 308 343 162 203 105
internal_value=0 -4.03152e-05 2.77317e-05 0.00011589 0.000219227 0.000103327 0.000254027 -0.000167027
internal_weight=0 0.0109204 0.00921594 0.00786538 0.00576111 0.00475962 0.00292908 0.00210427
internal_count=3121 2777 2041 1334 1016 708 546 318
is_linear=0
shrinkage=0.00196078


Tree=4256
num_leaves=8
num_cat=0
split_feature=42 51 42 43 48 1 0
split_gain=2.19913e-05 2.86959e-05 4.39415e-05 4.53166e-05 3.47034e-05 4.66747e-05 1.96264e-05
threshold=-1.0000000180025095e-35 -0.076794999999999988 0.092145000000000019 -0.074974999999999986 0.086035000000000014 0.077565000000000009 -0.10836499999999999
decision_type=2 2 2 2 2 2 2
left_child=-1 -2 3 -3 5 -5 -7
right_child=1 2 -4 4 -6 6 -8
leaf_value=-0.010160682174729608 -0.012344523404968916 0.025564420143517431 -0.011850404580239992 -0.0057613372164024013 -0.0075108267218017381 0.029160614762238524 0.0094023479418612697
leaf_weight=0.0017851022322238784 0.0011989643472533834 0.0011779381236610691 0.0013741534555815321 0.0011876353356812686 0.0017647224418312832 0.0010013482316403341 0.0010096479707018369
leaf_count=862 422 533 555 240 176 141 192
internal_value=0 0.00202245 0.00431447 0.00793146 0.00374668 0.00995758 0.0192407
internal_weight=0 0.00871441 0.00751545 0.00614129 0.00496335 0.00319863 0.002011
internal_count=3121 2259 1837 1282 749 573 333
is_linear=0
shrinkage=0.1


Tree=4257
num_leaves=8
num_cat=0
split_feature=1 4 15 4 12 16 0
split_gain=1.89857e-05 6.06833e-05 4.62159e-05 3.44548e-05 2.54298e-05 4.36355e-05 0.000103862
threshold=0.090405000000000013 -0.15764999999999998 -0.0063699999999999989 -0.059649999999999988 -0.010834999999999999 -0.056919999999999991 -0.14920999999999998
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -3 -4 -2 6 -6
right_child=4 2 3 -5 5 -7 -8
leaf_value=0.01020232008365419 0.017866303643543628 -0.030442019775396185 -0.017451959871698342 0.0081047913772900309 -0.012267728957159614 -0.011880799718173435 0.02637150060612441
leaf_weight=0.0017724659066083587 0.0010627092614308685 0.0010191728468636257 0.0010417268926403152 0.0010686935987340392 0.0013020650460635608 0.0017160507718325065 0.0014937380348289957
leaf_count=142 332 876 817 165 106 393 290
internal_value=0 -0.00458196 -0.0129551 -0.0045103 0.00394961 0.000671714 0.00837639
internal_weight=0 0.00490206 0.00312959 0.00211042 0.00557456 0.00451185 0.0027958
internal_count=3121 2000 1858 982 1121 789 396
is_linear=0
shrinkage=0.1


Tree=4258
num_leaves=8
num_cat=0
split_feature=150 0 1 4 16 4 16
split_gain=2.26657e-05 3.53679e-05 5.5738e-05 6.54031e-05 5.6309e-05 3.79424e-05 3.5837e-05
threshold=0.081835000000000019 -0.11756999999999999 0.11146500000000002 -0.082109999999999975 -0.088159999999999988 -0.35136499999999998 -0.25582999999999995
decision_type=2 2 2 2 2 2 2
left_child=1 6 3 5 -5 -3 -1
right_child=-2 2 -4 4 -6 -7 -8
leaf_value=-0.026404206683989469 0.0098558920395705879 -0.0024563937634219084 0.019429857188968919 0.0018961819172981791 -0.028802248223556804 0.022528899503329942 -0.0011687726653099898
leaf_weight=0.0010562289921544126 0.0018951689831513156 0.0014530643948281879 0.001374024141200505 0.0010805276206638467 0.001336651197363788 0.0010448288475246163 0.0012044660789189273
leaf_count=151 420 188 294 359 1067 455 187
internal_value=0 -0.0022316 0.00162455 -0.00335298 -0.0150794 0.00799456 -0.0129591
internal_weight=0 0.00854979 0.0062891 0.00491507 0.00241718 0.00249789 0.0022607
internal_count=3121 2701 2363 2069 1426 643 338
is_linear=0
shrinkage=0.1


Tree=4259
num_leaves=9
num_cat=0
split_feature=15 151 160 133 42 52 0 0
split_gain=5.13926e-05 6.14322e-05 5.88287e-05 9.10394e-05 0.000104844 6.82553e-05 6.08081e-05 0.000156714
threshold=-0.24436499999999997 -0.086769999999999986 -0.082299999999999984 -0.0061299999999999992 0.088060000000000013 0.077655000000000016 -0.10151999999999999 -0.14794999999999997
decision_type=2 2 2 2 2 2 2 2
left_child=-1 -2 -3 -4 5 6 7 -5
right_child=1 2 3 4 -6 -7 -8 -9
leaf_value=0.00040758124928272783 0.00039682711860343235 -0.00052459610092995298 -0.00050707371433707129 -0.00042285849722469341 0.00046337890512437066 0.00026443121420469779 -0.0004936249731564053 0.00056360615858718421
leaf_weight=0.0010761052813313054 0.0011096785455656901 0.0010670666583528525 0.0013507414180142525 0.0015076109170776286 0.0017708341819557914 0.0016034192607669332 0.0017305395482621758 0.0010506597569481003
leaf_count=253 257 482 675 114 504 206 533 97
internal_value=0 -4.10505e-05 -8.92511e-05 -3.77143e-05 4.5018e-05 -8.0715e-05 -0.000209752 -1.77259e-05
internal_weight=0 0.0111906 0.0100809 0.00901381 0.00766306 0.00589223 0.00428881 0.00255827
internal_count=3121 2868 2611 2129 1454 950 744 211
is_linear=0
shrinkage=0.00196078


Tree=4260
num_leaves=10
num_cat=0
split_feature=133 133 15 14 2 13 16 2 2
split_gain=6.90949e-05 8.67579e-05 8.37689e-05 6.88589e-05 0.000124587 0.000101791 0.000101628 6.47718e-05 4.30552e-05
threshold=0.10622000000000002 0.083950000000000011 0.035560000000000008 -1.0000000180025095e-35 0.099515000000000006 -0.063184999999999977 -0.0083599999999999976 0.11389000000000002 0.084145000000000011
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 -5 8 -6 -7
right_child=-2 -3 -4 4 7 6 -8 -9 -10
leaf_value=-0.0004028473915536071 -0.00049674865797155689 0.00050100197459795946 -0.00038499704721229141 -0.0005710490857583812 0.00085174622890857082 0.0001125229336789919 0.00049979303230263724 0.00020028245560637227 -0.00045359051711765661
leaf_weight=0.0010526350408088187 0.001005449005028543 0.0013768570192672731 0.0019821916722884197 0.0011038183918942366 0.0010931372015904777 0.0010300825016433526 0.0014952902463352233 0.0012666910833485361 0.0010359712414732365
leaf_count=138 435 580 815 339 219 77 160 226 132
internal_value=0 3.93814e-05 -2.37992e-05 6.48362e-05 0.000134915 -5.08016e-05 0.000110446 0.000502058 -0.000171341
internal_weight=0 0.0114367 0.0100598 0.00807763 0.00702499 0.00466516 0.00356134 0.00235983 0.00206605
internal_count=3121 2686 2106 1291 1153 708 369 445 209
is_linear=0
shrinkage=0.00196078


Tree=4261
num_leaves=10
num_cat=0
split_feature=484 42 42 3 47 133 0 48 12
split_gain=0.000121392 9.08252e-05 7.83353e-05 8.39358e-05 8.73798e-05 0.000112618 0.000170646 6.07626e-05 5.86332e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 0.10194000000000002 -0.10023499999999998 0.09550500000000002 0.076280000000000014 -0.11013499999999998 0.086260000000000017 0.051320000000000005
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 8 3 -3 5 6 7 -5 -2
right_child=1 2 -4 4 -6 -7 -8 -9 -10
leaf_value=-0.00066411269470585763 2.0098983411288332e-05 0.00054269351247026763 -0.00039550775884746329 0.00041872810838233104 0.00053323512709657259 0.00046456626328494872 -0.00064611299469476634 -0.00020944446480141183 -0.00062361692459734195
leaf_weight=0.0010155839066938463 0.0010300210451492054 0.0019314527697125447 0.0010080966621948068 0.001398700192269637 0.0013221140216350107 0.001352874066467182 0.0017837563212654162 0.0010265096309858279 0.0011529857081686891
leaf_count=515 127 229 319 139 145 389 519 66 673
internal_value=0 4.18794e-05 0.000122272 0.000181484 8.01382e-05 -2.75682e-05 -0.000185753 0.000152844 -0.000319889
internal_weight=0 0.0120065 0.0098235 0.00881541 0.00688395 0.00556184 0.00420897 0.00242521 0.00218301
internal_count=3121 2606 1806 1487 1258 1113 724 205 800
is_linear=0
shrinkage=0.00196078


Tree=4262
num_leaves=8
num_cat=0
split_feature=42 150 0 43 13 3 2
split_gain=2.49166e-05 2.63451e-05 4.56883e-05 0.000109846 6.24547e-05 5.49808e-05 4.72518e-05
threshold=-1.0000000180025095e-35 0.081835000000000019 -0.08824499999999999 -0.074359999999999996 -0.095304999999999987 -0.0080949999999999998 0.10699500000000002
decision_type=2 2 2 2 2 2 2
left_child=-1 2 5 -4 -5 -2 -7
right_child=1 -3 3 4 -6 6 -8
leaf_value=-0.010807708025320991 -0.028139921073026326 0.013346286949231713 0.030011347805716376 0.012902194692756042 -0.019493882518041766 0.013921691344959658 -0.015190735620917904
leaf_weight=0.001787456487942928 0.0010427904351660829 0.0016942330111669422 0.0013352845322903285 0.0010373031339593586 0.0013958893831113543 0.0011392771220451253 0.0010918174739078573
leaf_count=862 396 379 428 90 728 130 108
internal_value=0 0.00215058 -0.00054286 0.00696458 -0.00568299 -0.00918447 -0.000324884
internal_weight=0 0.0087366 0.00704236 0.00376848 0.00243319 0.00327389 0.00223109
internal_count=3121 2259 1880 1246 818 634 238
is_linear=0
shrinkage=0.1


Tree=4263
num_leaves=8
num_cat=0
split_feature=4 151 2 49 3 2 2
split_gain=2.61862e-05 3.74948e-05 3.45082e-05 4.59903e-05 5.50152e-05 8.38547e-05 5.50581e-05
threshold=0.27287000000000006 -0.024429999999999997 0.11411 -0.052259999999999994 -0.059315 0.09142500000000002 0.088555000000000009
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 -3 6 -6 -5
right_child=-2 2 -4 4 5 -7 -8
leaf_value=0.012456533940171259 0.012073056927877383 -0.0219532787070915 -0.022026406621269673 0.0027487298465536832 -0.0064337513523803902 0.029054201669780285 -0.026031864694817837
leaf_weight=0.0014769055444218693 0.0015240691712890128 0.0010032422674704838 0.0010247484094603274 0.0017070839758258276 0.0013084967972621089 0.0013556702019336697 0.0010885453498961674
leaf_count=451 352 144 234 1044 133 147 616
internal_value=0 -0.00210537 -0.00497759 -0.00227442 0.00134159 0.0116244 -0.00845769
internal_weight=0 0.00896469 0.00748779 0.00646304 0.0054598 0.00266417 0.00279563
internal_count=3121 2769 2318 2084 1940 280 1660
is_linear=0
shrinkage=0.1


Tree=4264
num_leaves=9
num_cat=0
split_feature=474 160 133 151 13 12 160 16
split_gain=5.19614e-05 8.8475e-05 0.000109736 6.2453e-05 7.54186e-05 0.000104737 0.000109153 8.97172e-05
threshold=0.084660000000000027 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.0083949999999999979 0.18141000000000002 0.092355000000000007 0.041220000000000007 -0.082779999999999979
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 5 6 7 -5
right_child=-2 2 3 4 -6 -7 -8 -9
leaf_value=-0.00045210495462204747 0.000417655669782683 -0.00047868105937139247 -0.00023567321871350306 0.0011095148518496317 -0.00027222514014314217 -0.00010330199615719005 -2.7931819590119863e-05 0.00037610485777298501
leaf_weight=0.0017045509211018927 0.0010377955213003104 0.0013727109507413191 0.0015247499671797267 0.0011618764935102592 0.0010626531759594104 0.001704424520232329 0.0011192438447474467 0.0014311750027209856
leaf_count=736 344 707 270 181 92 400 155 236
internal_value=0 -4.11765e-05 3.35234e-05 0.000121367 0.000205387 0.000299085 0.000483832 0.000704726
internal_weight=0 0.0110814 0.00937683 0.00800412 0.00647937 0.00541672 0.0037123 0.00259305
internal_count=3121 2777 2041 1334 1064 972 572 417
is_linear=0
shrinkage=0.00196078


Tree=4265
num_leaves=11
num_cat=0
split_feature=484 133 4 133 16 2 52 4 13 47
split_gain=0.000171454 0.000106032 7.76342e-05 9.54389e-05 8.93646e-05 0.000227423 0.000145433 0.000154155 3.87268e-05 3.35959e-05
threshold=-1.0000000180025095e-35 0.10622000000000002 0.27044500000000005 0.083950000000000011 -0.074319999999999983 0.092755000000000018 0.091275000000000009 -0.04890499999999999 -0.012549999999999997 0.08265500000000002
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 8 7 -6 -2 -9
right_child=1 -3 -4 -5 6 -7 -8 9 -10 -11
leaf_value=-0.00075780213804632331 0.0003149380819162494 -0.00054338103754325519 0.00049858330925297482 0.000540616914463307 -0.00068198934229667997 -0.0010436937462138421 0.00071374157891445852 0.00044340267717286397 -0.00018230110063651545 -2.0856390721026637e-05
leaf_weight=0.0010721913389286795 0.0011586988931520849 0.0010257029808951696 0.0017196011738098106 0.0012933095594457591 0.0010738652572723664 0.0010310562571184574 0.001257238061725066 0.0012021317322695167 0.0012538563221362832 0.0011949839004483567
leaf_count=515 328 370 326 360 232 156 193 273 278 90
internal_value=0 5.99911e-05 0.000115324 4.56941e-05 -3.26346e-05 -0.000272902 0.000142355 -6.46098e-05 5.65123e-05 0.000211965
internal_weight=0 0.0122104 0.0111847 0.00946514 0.00817183 0.00344361 0.00472822 0.00347098 0.00241256 0.00239712
internal_count=3121 2606 2236 1910 1550 762 788 595 606 363
is_linear=0
shrinkage=0.00196078


Tree=4266
num_leaves=9
num_cat=0
split_feature=12 13 159 12 52 1 4 42
split_gain=2.27511e-05 5.03389e-05 3.38547e-05 3.46113e-05 5.15312e-05 5.31963e-05 7.51022e-05 3.24533e-05
threshold=0.10866500000000003 -0.17933499999999997 0.082585000000000006 0.092355000000000007 0.0031350000000000002 0.10871500000000002 0.0061450000000000003 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 6 -3 -6
right_child=-2 2 -4 -5 7 -7 -8 -9
leaf_value=0.022404486996410851 -0.014396134371142736 -0.0095934686136887343 -0.018200381886303088 -0.014505376826065381 0.02924685738992653 -0.019726249457463572 0.022216696603515839 0.0043959527689658422
leaf_weight=0.001024087540699885 0.0010000502686630082 0.0016169988542136459 0.0010151749438032601 0.0011743835646386893 0.001064431629973237 0.0012263701885638681 0.0013718986518942357 0.0010379102673984085
leaf_count=169 249 713 389 585 331 166 145 374
internal_value=0 0.0014585 -0.00106296 0.00125918 0.00418966 -0.00218853 0.00500734 0.0169782
internal_weight=0 0.00953126 0.00850717 0.00749199 0.00631761 0.00421527 0.0029889 0.00210234
internal_count=3121 2872 2703 2314 1729 1024 858 705
is_linear=0
shrinkage=0.1


Tree=4267
num_leaves=8
num_cat=0
split_feature=4 16 2 52 3 15 1
split_gain=2.3559e-05 3.16082e-05 3.99936e-05 5.12816e-05 5.63946e-05 5.43138e-05 4.75272e-05
threshold=0.27287000000000006 -0.36241499999999999 0.10981000000000002 0.10160000000000001 0.090900000000000009 0.087685000000000013 0.092390000000000014
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 4 5 6 -3
right_child=-2 2 -4 -5 -6 -7 -8
leaf_value=-0.017977331145546876 0.011444678546591296 -0.021727773983416573 0.014797145219081702 -0.023882422336259895 0.019622758011010221 0.015217077484407329 0.0033217881041193971
leaf_weight=0.0010874408915423758 0.0015261829407617914 0.0018419828261805721 0.0015176169751477666 0.0010144618778301284 0.0012108685942232578 0.0010127354374696216 0.0012864025370045917
leaf_count=139 352 1090 370 386 107 417 260
internal_value=0 -0.00199501 0.000209412 -0.00326797 0.000639468 -0.00491127 -0.0114273
internal_weight=0 0.00897151 0.00788407 0.00636645 0.00535199 0.00414112 0.00312839
internal_count=3121 2769 2630 2260 1874 1767 1350
is_linear=0
shrinkage=0.1


Tree=4268
num_leaves=12
num_cat=0
split_feature=47 50 474 42 51 0 12 2 15 52 16
split_gain=0.000160108 9.66184e-05 0.000121928 0.000125905 0.000149587 0.00010356 8.26843e-05 8.17254e-05 8.40882e-05 6.12947e-05 3.87526e-05
threshold=0.13148500000000005 0.088425000000000017 0.085070000000000021 0.09832500000000001 -0.031924999999999995 -0.047369999999999995 0.092255000000000018 0.089775000000000008 -0.089964999999999976 0.10160000000000001 -0.059624999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 6 7 10 -9 -7 -6
right_child=-2 -3 -4 -5 5 9 -8 8 -10 -11 -12
leaf_value=-0.00071048352496900797 -0.00071286648786485511 -0.00047948681310723724 0.0007519578791571847 0.00067921172706993972 -0.00053627371833108145 0.0006933191787180348 -0.00057419533791535314 0.00055706203057630092 -7.2791034632052422e-05 5.495193375959653e-05 -1.5124586297564361e-06
leaf_weight=0.0010761104689168072 0.0011235341145931508 0.0011696423497691089 0.0010415952398389978 0.0010988455572880076 0.0010497835277768252 0.0013305190972823676 0.0010296816801007407 0.0015504938242871733 0.0017177566680902775 0.0010228428869042613 0.0010343448240993621
leaf_count=338 65 532 243 271 491 139 309 189 214 41 289
internal_value=0 5.83609e-05 0.000110996 4.98041e-05 -2.06866e-05 6.4289e-05 -6.53535e-05 3.25366e-05 0.000226018 0.000415865 -0.000270874
internal_weight=0 0.0131216 0.011952 0.0109104 0.00981153 0.00873542 0.00638206 0.00535238 0.00326825 0.00235336 0.00208413
internal_count=3121 3056 2524 2281 2010 1672 1492 1183 403 180 780
is_linear=0
shrinkage=0.00196078


Tree=4269
num_leaves=8
num_cat=0
split_feature=50 15 47 3 13 52 42
split_gain=2.24234e-05 4.62634e-05 5.98873e-05 5.87049e-05 7.86558e-05 0.000105898 5.64107e-05
threshold=0.088425000000000017 -0.15914499999999995 0.096175000000000024 0.10542000000000001 -0.086919999999999983 -0.0064899999999999992 0.075730000000000006
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 -6 -7
right_child=-2 2 -4 -5 5 6 -8
leaf_value=0.021298170585196122 -0.013718815766480189 -0.02722521663961007 -0.020478593650874063 0.020291828636944311 -0.015844439908285057 0.0049658741889954498 0.034417190937288934
leaf_weight=0.0010510590655475214 0.0010756319043737387 0.0010132104076079852 0.0013236742767292285 0.0014954105816680496 0.0017396855554350113 0.0018170332361555925 0.0010128951172446109
leaf_count=314 560 326 188 136 728 519 350
internal_value=0 0.00151891 -0.000955429 0.00269553 -0.00201781 0.00357138 0.0155072
internal_weight=0 0.00945297 0.00840191 0.00707823 0.00558282 0.00456961 0.00282993
internal_count=3121 2561 2247 2059 1923 1597 869
is_linear=0
shrinkage=0.1


Tree=4270
num_leaves=8
num_cat=0
split_feature=52 0 16 160 12 52 16
split_gain=2.23579e-05 6.06259e-05 6.63692e-05 4.85489e-05 4.74645e-05 0.000101943 5.49939e-05
threshold=-0.057699999999999994 -0.15202999999999997 0.22339500000000004 -1.0000000180025095e-35 0.092355000000000007 0.077655000000000016 -0.23935499999999996
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -3 -2 5 6 -5
right_child=3 2 -4 4 -6 -7 -8
leaf_value=-0.012880756212680158 -0.020265074903840274 0.034292714234840607 -0.00084269110856994471 0.0074821615590619133 -0.01287867348648254 0.025553562573436231 -0.022375415527598454
leaf_weight=0.001039332131778925 0.0013424127440625974 0.0010636483311437213 0.0010870920524101045 0.001338373421320187 0.0017814325005037846 0.0016912847606684665 0.0011443379759580527
leaf_count=69 753 480 377 230 451 472 289
internal_value=0 0.00695029 0.0165335 -0.00308575 0.000786636 0.00661889 -0.00627987
internal_weight=0 0.00319007 0.00215074 0.00729784 0.00595543 0.004174 0.00248271
internal_count=3121 926 857 2195 1442 991 519
is_linear=0
shrinkage=0.1


Tree=4271
num_leaves=8
num_cat=0
split_feature=1 16 43 3 2 3 15
split_gain=2.68051e-05 5.25408e-05 6.33819e-05 3.74426e-05 7.13344e-05 5.68217e-05 4.03125e-05
threshold=0.077565000000000009 0.19444000000000003 0.0061450000000000003 0.076840000000000006 0.082850000000000021 -0.078934999999999991 -0.074054999999999996
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 4 5 -2 -5
right_child=3 -3 -4 6 -6 -7 -8
leaf_value=-0.028833826847823214 -0.017381040284340517 0.011855149845691471 0.0039681498839183784 0.0051469493763883385 0.029837509825532512 0.013363878477551451 -0.017309983626833485
leaf_weight=0.0014216359491029166 0.0010313969329546228 0.0010146605872195956 0.0010058509637017863 0.0019076917080474379 0.0012516282725453434 0.0014409684678182693 0.0013758595043084076
leaf_count=1158 368 196 282 204 382 338 193
internal_value=0 -0.00725445 -0.015242 0.00352168 0.0103855 0.000538018 -0.00426286
internal_weight=0 0.00344215 0.00242749 0.00700754 0.00372399 0.00247237 0.00328355
internal_count=3121 1636 1440 1485 1088 706 397
is_linear=0
shrinkage=0.1


Tree=4272
num_leaves=11
num_cat=0
split_feature=484 42 52 49 151 15 2 3 2 2
split_gain=9.26159e-05 7.39117e-05 8.52888e-05 8.80059e-05 8.94503e-05 0.000129385 8.70541e-05 8.75702e-05 8.09502e-05 6.9065e-05
threshold=-1.0000000180025095e-35 0.10194000000000002 -0.081429999999999989 -0.069799999999999987 -0.044604999999999992 -0.074054999999999996 0.10097500000000002 -0.059315 0.089885000000000007 0.092120000000000021
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 9 -4 -5 8 7 -7 -6 -2
right_child=1 -3 3 4 5 6 -8 -9 -10 -11
leaf_value=-0.0005734929645251995 0.00013261951533490431 -0.00045982348832505204 -0.00053625925389182995 -0.00044931682859080286 0.00015350859145428966 -0.0001578504398869482 -0.00055440623079680606 0.00056700353150646195 0.00087366898427231532 0.00080392984181816573
leaf_weight=0.0010034585229024917 0.0013752135841034376 0.0010085227698154982 0.0010276293931474481 0.0010571322136947153 0.0011698064665434293 0.0016609167110326819 0.0010036158033387525 0.0010432978251161422 0.0012321877772210369 0.0010309017070699285
leaf_count=515 282 319 134 176 185 775 109 63 251 312
internal_value=0 4.74117e-05 9.56687e-05 3.66435e-07 7.73102e-05 0.000168428 -6.12309e-05 0.000121801 0.00052294 0.000420243
internal_weight=0 0.0116092 0.0106007 0.00819459 0.00716696 0.00610982 0.00370783 0.00270421 0.00240199 0.00240612
internal_count=3121 2606 2287 1693 1559 1383 947 838 436 594
is_linear=0
shrinkage=0.00196078


Tree=4273
num_leaves=7
num_cat=0
split_feature=1 0 3 52 4 15
split_gain=2.20851e-05 4.62175e-05 3.09535e-05 6.86199e-05 3.46912e-05 3.26967e-05
threshold=0.077565000000000009 0.024095000000000002 0.076840000000000006 -0.020999999999999994 0.053180000000000012 -0.074054999999999996
decision_type=2 2 2 2 2 2
left_child=1 -1 3 -2 -5 -4
right_child=2 -3 5 4 -6 -7
leaf_value=-0.016745480876483476 0.031274239437792478 0.0066363500327280963 0.0045850520252549683 -0.012563518509829709 0.01052816036591093 -0.015619985864462341
leaf_weight=0.0019462859395724345 0.0010379052021532295 0.0014945269253881233 0.0019131493652392731 0.0011079930005828314 0.0015759734069546458 0.0013776375931465468
leaf_count=1553 405 83 204 437 246 193
internal_value=0 -0.00658952 0.00319204 0.0094392 0.000995471 -0.00387348
internal_weight=0 0.00344081 0.00701266 0.00372187 0.00268397 0.00329079
internal_count=3121 1636 1485 1088 683 397
is_linear=0
shrinkage=0.1


Tree=4274
num_leaves=8
num_cat=0
split_feature=11 48 0 2 2 15 3
split_gain=2.07385e-05 3.08473e-05 0.000109017 3.74855e-05 8.06234e-05 3.69407e-05 8.68042e-05
threshold=0.078340000000000007 0.016865000000000002 -0.20211999999999997 0.11293500000000002 0.10097500000000002 -0.016799999999999995 -0.059315
decision_type=2 2 2 2 2 2 2
left_child=1 3 -3 4 5 -1 -7
right_child=-2 2 -4 -5 -6 6 -8
leaf_value=-0.012227698295158289 -0.013481424594199376 -0.0095800619162195264 0.030985779087670313 0.014682855651429603 -0.030956067101480706 -0.0068361356626474067 0.027825207023507201
leaf_weight=0.001583063297361186 0.0010318599697301751 0.0013319835130820579 0.001318002697129097 0.0011076375424822057 0.0010153431363607536 0.001862958305334058 0.0011802710501988504
leaf_count=537 208 82 486 335 194 1150 129
internal_value=0 0.00145328 0.0105958 -0.0021364 -0.00543856 0.000161821 0.00660675
internal_weight=0 0.00939926 0.00264999 0.00674927 0.00564164 0.00462629 0.00304323
internal_count=3121 2913 568 2345 2010 1816 1279
is_linear=0
shrinkage=0.1


Tree=4275
num_leaves=8
num_cat=0
split_feature=50 160 49 16 16 15 0
split_gain=1.96927e-05 4.23191e-05 4.8473e-05 5.43877e-05 0.000124577 7.04403e-05 4.21074e-05
threshold=0.088425000000000017 -0.027994999999999996 -0.081404999999999991 0.38525000000000004 0.033715000000000009 -0.095869999999999983 -0.10011499999999998
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 -4 -7
right_child=-2 2 3 -5 -6 6 -8
leaf_value=0.015484513673801967 -0.012978411403434933 0.016160733059544363 -0.016170839127126174 0.01410557060598959 -0.040295760033931344 0.024939994376852546 -0.0025999057221862847
leaf_weight=0.0017450612801215657 0.001053873771943545 0.0012561706368920374 0.0018710841678716179 0.00117210292140193 0.0010611942428522224 0.001032554320324977 0.0012008455916886435
leaf_count=629 560 175 341 271 184 134 827
internal_value=0 0.00144195 -0.00178497 -0.00534188 -0.00975454 -0.00185826 0.0101325
internal_weight=0 0.00933901 0.00759395 0.00633778 0.00516568 0.00410448 0.0022334
internal_count=3121 2561 1932 1757 1486 1302 961
is_linear=0
shrinkage=0.1


Tree=4276
num_leaves=7
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split_feature=1 4 3 2 3 15
split_gain=1.78208e-05 4.92924e-05 3.19102e-05 5.32059e-05 4.52552e-05 3.28684e-05
threshold=0.077565000000000009 -0.082109999999999975 0.076840000000000006 0.082850000000000021 -0.078934999999999991 -0.074054999999999996
decision_type=2 2 2 2 2 2
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leaf_value=0.0053900982338862752 -0.015276597185393176 -0.018732248386587061 0.0042047498847831962 0.026275504231732111 0.012221033590601045 -0.016129779618153171
leaf_weight=0.0018014371258677545 0.0010249241465658111 0.0015990570852523838 0.0018959220533097815 0.0012259540400531323 0.0014386238204264815 0.0013687783236162598
leaf_count=424 368 1212 204 382 338 193
internal_value=0 -0.00595326 0.00288034 0.00925238 0.000781035 -0.00432083
internal_weight=0 0.00340049 0.0069542 0.0036895 0.00246355 0.0032647
internal_count=3121 1636 1485 1088 706 397
is_linear=0
shrinkage=0.1


Tree=4277
num_leaves=8
num_cat=0
split_feature=11 13 15 16 15 15 0
split_gain=1.97063e-05 3.25225e-05 4.75567e-05 5.86373e-05 7.78122e-05 6.97882e-05 1.27271e-05
threshold=0.078340000000000007 -0.094514999999999988 0.088655000000000025 -0.18708499999999997 -0.016799999999999995 -0.095244999999999982 -0.086284999999999987
decision_type=2 2 2 2 2 2 2
left_child=1 6 3 -3 5 -5 -1
right_child=-2 2 -4 4 -6 -7 -8
leaf_value=0.0047436681044026987 -0.013196143869605999 -0.017596647248259729 -0.020577221467702252 0.011033265380569039 0.022032668458205971 -0.019729688431891792 0.020680126700659142
leaf_weight=0.0010021891390784667 0.0010225029561523125 0.0012472175786983654 0.0011250876141304178 0.0015507483386007954 0.0019766795922068546 0.0014060849242423029 0.0010023026887712029
leaf_count=235 208 242 618 300 741 678 99
internal_value=0 0.0014289 -0.00166693 0.00177534 0.00667267 -0.00359567 0.0127123
internal_weight=0 0.00931031 0.00730582 0.00618073 0.00493351 0.00295683 0.00200449
internal_count=3121 2913 2579 1961 1719 978 334
is_linear=0
shrinkage=0.1


Tree=4278
num_leaves=10
num_cat=0
split_feature=48 16 12 3 2 15 3 0 43
split_gain=5.54797e-05 7.57646e-05 6.21462e-05 6.70845e-05 0.00011069 0.000110027 9.11237e-05 7.78842e-05 3.29104e-05
threshold=0.11951500000000001 -0.48836499999999994 0.10832500000000002 -0.078934999999999991 0.08622500000000001 -0.016799999999999995 0.097915000000000016 -0.10224499999999999 -0.016814999999999997
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 6 7 -5 -6
right_child=-2 2 -4 5 8 -7 -8 -9 -10
leaf_value=0.00044641284033515431 -0.00043890830195916379 -0.00073637719586852949 -0.00048429532436425506 -0.00017945769924991603 -0.00017981440015253715 0.00052664677716272802 -0.00053101863795032404 0.00052880374220011072 0.00030156506912739262
leaf_weight=0.0014782768407896078 0.0010478774423025835 0.0010140005842427663 0.0010347824188672904 0.0012508076278567072 0.0011581453312209371 0.0019716362229082979 0.0010646067894880366 0.0011418628045210635 0.0010331152011326169
leaf_count=244 114 728 230 143 541 392 112 321 296
internal_value=0 3.29928e-05 -3.02145e-05 2.42058e-05 -0.000200728 0.000157008 -5.37914e-05 0.000158548 4.71419e-05
internal_weight=0 0.0111472 0.00966896 0.00863417 0.00320526 0.00542891 0.00345728 0.00239267 0.00219126
internal_count=3121 3007 2763 2533 1565 968 576 464 837
is_linear=0
shrinkage=0.00196078


Tree=4279
num_leaves=9
num_cat=0
split_feature=48 48 51 1 4 42 12 16
split_gain=5.30258e-05 9.82717e-05 0.000107661 9.41665e-05 5.73611e-05 8.68994e-05 6.08056e-05 2.93488e-05
threshold=0.11951500000000001 0.092475000000000016 0.087505000000000013 0.111945 0.055260000000000011 0.086325000000000013 0.084100000000000022 -0.018494999999999998
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 7 -1
right_child=-2 -3 -4 -5 -6 -7 -8 -9
leaf_value=0.00058935344383497846 -0.00042328336450264578 0.00053046302585159951 -0.00062921174630257808 0.00041483442696516569 -0.0003903032914035701 -0.0004388434192364669 -9.0694105346918739e-05 0.00013713432866453983
leaf_weight=0.0012131603687205433 0.0010566363000507834 0.001360119449936476 0.0010376677752249258 0.0019846902267741679 0.0016370650453728011 0.0011880416540175163 0.0019486241286791103 0.0010120639862534579
leaf_count=121 114 251 307 327 301 656 801 243
internal_value=0 3.59025e-05 -3.12205e-05 3.78512e-05 -6.90497e-05 2.90338e-05 0.00016221 0.000383678
internal_weight=0 0.0113814 0.0100213 0.00898365 0.00699896 0.00536189 0.00417385 0.00222522
internal_count=3121 3007 2756 2449 2122 1821 1165 364
is_linear=0
shrinkage=0.00196078


Tree=4280
num_leaves=8
num_cat=0
split_feature=1 4 12 2 1 52 16
split_gain=1.80142e-05 3.55641e-05 2.85865e-05 4.70925e-05 4.46609e-05 6.20768e-05 3.81994e-05
threshold=0.077565000000000009 -0.082109999999999975 0.10097500000000002 0.11474000000000002 0.089175000000000018 -0.069804999999999992 -0.059624999999999991
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 4 -2 -6 -7
right_child=2 -3 -4 -5 5 6 -8
leaf_value=0.0036070113917225665 0.011662493867822629 -0.016860272949779556 0.017916263009942968 0.016559675308195035 -0.030068334703246376 -0.013479389846875432 0.012817942871168997
leaf_weight=0.0018122821805377966 0.0012181844924539316 0.0015971646663523863 0.0010713807522910179 0.0013495157502190873 0.001106264588021484 0.0011700513539112717 0.0010463495556001046
leaf_count=424 292 1212 177 269 294 299 154
internal_value=0 -0.00598094 0.00289104 0.000158148 -0.0047163 -0.0107212 -0.00106458
internal_weight=0 0.00340945 0.00696175 0.00589037 0.00454085 0.00332267 0.0022164
internal_count=3121 1636 1485 1308 1039 747 453
is_linear=0
shrinkage=0.1


Tree=4281
num_leaves=9
num_cat=0
split_feature=48 48 51 0 4 4 13 4
split_gain=4.76346e-05 7.9008e-05 9.0111e-05 6.45858e-05 7.30035e-05 6.3741e-05 5.22853e-05 6.76626e-05
threshold=0.11951500000000001 0.092475000000000016 0.086310000000000012 -0.16360999999999995 0.16173500000000005 -0.0060199999999999993 -0.033284999999999988 -0.10429499999999998
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 6 -5 -8
right_child=-2 -3 -4 4 -6 -7 7 -9
leaf_value=0.00049722025445901629 -0.00041411008673824867 0.00049103649842691371 -0.00057025993025462489 -0.00022846257811025449 0.00034815750956574255 -0.00041710050839481377 -0.00011110705813294197 0.00059660645295992495
leaf_weight=0.0010339567325475902 0.0010052581371768768 0.0012721856139287684 0.0010526424191173054 0.0017806179796059614 0.0015765200262114589 0.0019449510966905925 0.0010799475252724344 0.0010006358025019899
leaf_count=120 114 251 320 849 326 456 176 509
internal_value=0 3.22435e-05 -2.93948e-05 3.82496e-05 -2.60301e-05 -0.000127632 1.81786e-05 0.000229261
internal_weight=0 0.0107415 0.00946927 0.00841663 0.00738267 0.00580615 0.0038612 0.00208058
internal_count=3121 3007 2756 2436 2316 1990 1534 685
is_linear=0
shrinkage=0.00196078


Tree=4282
num_leaves=9
num_cat=0
split_feature=12 13 48 0 0 0 13 2
split_gain=1.93558e-05 3.34576e-05 3.55843e-05 3.36385e-05 4.5108e-05 4.0772e-05 5.74249e-05 3.94925e-05
threshold=0.10711000000000002 -0.17933499999999997 0.11077000000000002 -0.17169499999999996 -0.10224499999999999 -0.083914999999999976 -0.029529999999999997 0.088555000000000009
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 -5 -6 -7 -8
right_child=-2 2 -4 4 5 6 7 -9
leaf_value=0.018723889279224051 -0.01264655672084798 0.016222222163387891 -0.018077584279723443 -0.017414043378259404 0.018616016396636955 -0.022184144869457821 0.019424154226866892 -0.0068672628355891914
leaf_weight=0.0010004949068777884 0.001088148207884782 0.0013266171124608041 0.0010249742434999265 0.0013556274124302582 0.0012660983997790287 0.0010224749337733596 0.0011469175804822978 0.0011384305861222271
leaf_count=165 285 137 124 271 809 651 338 341
internal_value=0 0.00145069 -0.000636187 0.00182751 -0.00139302 0.00335532 -0.00248584 0.00632726
internal_weight=0 0.00928164 0.00828114 0.00725617 0.00592955 0.00457392 0.00330782 0.00228535
internal_count=3121 2836 2671 2547 2410 2139 1330 679
is_linear=0
shrinkage=0.1


Tree=4283
num_leaves=10
num_cat=0
split_feature=484 133 16 52 151 157 1 52 2
split_gain=8.42276e-05 8.17735e-05 0.000107855 0.000146414 0.00012961 0.000121733 0.000119691 0.00011128 7.68789e-05
threshold=-1.0000000180025095e-35 0.10622000000000002 -0.014034999999999997 0.096795000000000006 -0.044604999999999992 -0.06266999999999999 0.10752500000000002 -0.094124999999999986 0.088475000000000012
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 4 5 -2 -4 8 -7 -6
right_child=1 -3 3 -5 6 7 -8 -9 -10
leaf_value=-0.00054543846232126198 -0.00069992144915620002 -0.00049049715066905287 0.00067998975798863354 0.00092533024347637278 -0.00047559607033040004 0.00025489818291709226 0.00049462421277952711 -0.00061473588034704346 0.00011223921301268646
leaf_weight=0.0010090841742273994 0.0010508954453428464 0.0010013255936482139 0.0010205743005431405 0.0011642224639935132 0.0015434996593052179 0.0012639141545092263 0.0016294653557443603 0.0010241031057770791 0.0019186411181344935
leaf_count=515 170 370 278 83 598 325 238 175 369
internal_value=0 4.51449e-05 9.56712e-05 0.000327285 -7.29844e-05 0.000116846 5.64139e-05 -0.000134345 -0.000149831
internal_weight=0 0.0116166 0.0106153 0.00447281 0.0061425 0.00330859 0.00509161 0.00228802 0.00346214
internal_count=3121 2606 2236 861 1375 778 1205 500 967
is_linear=0
shrinkage=0.00196078


Tree=4284
num_leaves=8
num_cat=0
split_feature=50 15 47 3 3 1 52
split_gain=1.85187e-05 3.60132e-05 4.57662e-05 5.84879e-05 5.88873e-05 5.64052e-05 5.46422e-05
threshold=0.088425000000000017 -0.15914499999999995 0.096175000000000024 0.10542000000000001 0.048265000000000009 0.077845000000000011 0.08976000000000002
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 4 5 6 -3
right_child=-2 2 -4 -5 -6 -7 -8
leaf_value=0.019030040345452432 -0.012621756925391459 -0.021353950138390587 -0.017901719655209637 0.020122248309303262 -0.022628312531974046 0.015610842684352517 0.0087155039454041398
leaf_weight=0.0010295422171037868 0.0010494611093676302 0.0012863930891837943 0.0013164615521720812 0.0014734699259682515 0.0011328549266919619 0.0019509853528927755 0.0011398003643673417
leaf_count=314 560 952 188 136 107 503 361
internal_value=0 0.00138926 -0.000798932 0.00242512 -0.00230737 0.00295188 -0.00722763
internal_weight=0 0.00932951 0.00829997 0.0069835 0.00551003 0.00437718 0.00242619
internal_count=3121 2561 2247 2059 1923 1816 1313
is_linear=0
shrinkage=0.1


Tree=4285
num_leaves=10
num_cat=0
split_feature=484 133 133 15 3 42 151 0 47
split_gain=0.000102647 9.4484e-05 9.36232e-05 7.87152e-05 0.000122553 9.53668e-05 8.39459e-05 0.000162962 7.60002e-05
threshold=-1.0000000180025095e-35 0.10622000000000002 0.083950000000000011 0.024640000000000006 -0.10519499999999998 0.081660000000000024 -0.044604999999999992 -0.13027499999999997 0.09550500000000002
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 -5 -6 -8 -9
right_child=1 -3 -4 5 6 -7 7 8 -10
leaf_value=-0.00060350174453701363 0.00054974878054408073 -0.00052466281510438748 0.00057231733928761984 -0.00074557816342453703 -0.00048982667989432905 0.00010110542228823922 0.00053396907520556847 -0.00053408498718292307 0.00011101975763577495
leaf_weight=0.0010388038412216362 0.0018835484676318912 0.0010476498199485451 0.0013650168108171263 0.0010126525282816361 0.0011907243604578899 0.0010334121305936301 0.0019140125581700515 0.0013886991801195861 0.0014201506803026877
leaf_count=515 224 370 415 436 190 306 143 412 110
internal_value=0 3.84523e-05 9.10876e-05 2.43525e-05 0.000114175 -0.000317941 -2.4561e-05 9.27414e-05 -0.000207921
internal_weight=0 0.0122559 0.0112082 0.0098432 0.00779714 0.00204606 0.00591359 0.00472286 0.00280885
internal_count=3121 2606 2236 1821 1079 742 855 665 522
is_linear=0
shrinkage=0.00196078


Tree=4286
num_leaves=8
num_cat=0
split_feature=11 48 0 1 0 0 13
split_gain=2.02366e-05 2.95224e-05 0.000100381 3.29632e-05 6.5019e-05 6.16571e-05 7.30416e-05
threshold=0.078340000000000007 0.016865000000000002 -0.20211999999999997 0.11323000000000001 -0.10224499999999999 -0.083914999999999976 -0.033284999999999988
decision_type=2 2 2 2 2 2 2
left_child=1 3 -3 4 -1 -6 -7
right_child=-2 2 -4 -5 5 6 -8
leaf_value=-0.023340050395603343 -0.013339953366256502 -0.008922810294983834 0.030036580443527496 0.01157519854442658 0.021265705295483175 -0.025754222778781807 0.0073187728078673341
leaf_weight=0.0014983655152444007 0.0010298922157458293 0.0013350498691682144 0.0013105424737737473 0.0013973301302539652 0.001096249054320284 0.0011659455856738693 0.0015628398471959741
leaf_count=245 208 82 486 301 675 589 535
internal_value=0 0.00142818 0.0103764 -0.00209427 -0.00568234 0.00123464 -0.00681254
internal_weight=0 0.00936632 0.00264559 0.00672073 0.0053234 0.00382503 0.00272879
internal_count=3121 2913 568 2345 2044 1799 1124
is_linear=0
shrinkage=0.1


Tree=4287
num_leaves=9
num_cat=0
split_feature=15 15 131 12 42 15 15 2
split_gain=2.90708e-05 4.28157e-05 5.64578e-05 5.00969e-05 7.98867e-05 6.55111e-05 8.16085e-05 8.86953e-05
threshold=-0.24436499999999997 -0.11033999999999998 0.084390000000000007 0.088245000000000004 0.084635000000000016 0.024640000000000006 -0.016799999999999995 0.089885000000000007
decision_type=2 2 2 2 2 2 2 2
left_child=-1 -2 3 5 -5 6 7 -3
right_child=1 2 -4 4 -6 -7 -8 -9
leaf_value=0.00031210334259947119 -0.00039575791597961068 -0.00055978013610294679 -0.00042706398090798704 -1.0568413867825091e-05 0.00061980987276886079 -0.00049897995335872278 0.00040473271674866296 0.00016195633640415474
leaf_weight=0.001012005690989695 0.0011340422094986658 0.0011781858592191836 0.0010251595956183917 0.0018349406686068665 0.0013354233205319025 0.0010358126246274978 0.0015752120561647654 0.0014732047209031957
leaf_count=253 256 218 408 489 527 449 284 237
internal_value=0 -3.57382e-05 7.42945e-06 6.02501e-05 0.00025496 -5.70537e-05 5.12491e-05 -0.000158758
internal_weight=0 0.010592 0.00945794 0.00843278 0.00317036 0.00526242 0.0042266 0.00265139
internal_count=3121 2868 2612 2204 1016 1188 739 455
is_linear=0
shrinkage=0.00196078


Tree=4288
num_leaves=8
num_cat=0
split_feature=457 1 403 15 12 4 15
split_gain=1.92802e-05 3.9669e-05 3.76858e-05 6.80708e-05 6.61219e-05 8.89835e-05 6.82305e-05
threshold=0.045365000000000009 0.13146500000000003 0.03138500000000001 0.084050000000000014 0.090840000000000018 -0.0029599999999999995 -0.10653
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 4 5 -1 -7
right_child=-2 -3 -4 -5 -6 6 -8
leaf_value=0.02400257534224487 0.010819837550289466 0.01682855192860435 0.012345145664888223 -0.029885910175366931 -0.017668985363099077 0.01054322598449639 -0.024295143082357407
leaf_weight=0.0014990512002030724 0.0014135454376671417 0.0010191477570318354 0.0011823177393884493 0.0010906671429775638 0.0019260558811830756 0.0010888110049721463 0.001162237969111953
leaf_count=534 289 219 321 845 487 180 246
internal_value=0 -0.00174576 -0.00412714 -0.00700522 -0.00260872 0.00512624 -0.00744415
internal_weight=0 0.00896829 0.00794914 0.00676682 0.00567616 0.0037501 0.00225105
internal_count=3121 2832 2613 2292 1447 960 426
is_linear=0
shrinkage=0.1


Tree=4289
num_leaves=8
num_cat=0
split_feature=43 4 13 151 43 2 2
split_gain=2.02538e-05 5.47721e-05 9.25333e-05 5.51382e-05 5.18052e-05 0.000102204 7.72233e-05
threshold=-0.27207999999999993 -0.35136499999999998 0.016935000000000002 -0.044604999999999992 -0.074359999999999996 0.088475000000000012 0.11215000000000001
decision_type=2 2 2 2 2 2 2
left_child=-1 -2 3 -3 -5 -6 -7
right_child=1 2 -4 4 5 6 -8
leaf_value=-0.013518535406029429 -0.016642420674320656 -0.01749600408538458 0.032616811782545982 0.021925105952709221 -0.021345731623277298 0.025945204044548503 -0.0085501389685680371
leaf_weight=0.001005419678890832 0.0014231585343608003 0.0013669831560182248 0.0010302853943734034 0.0013545799670264622 0.0015112279361245255 0.0015218188918727522 0.0011314970976286651
leaf_count=144 225 427 278 658 780 374 235
internal_value=0 0.00141908 0.00466606 0.000484126 0.00493747 -0.000588017 0.0112348
internal_weight=0 0.00933955 0.00791639 0.00688611 0.00551912 0.00416454 0.00265332
internal_count=3121 2977 2752 2474 2047 1389 609
is_linear=0
shrinkage=0.1


Tree=4290
num_leaves=8
num_cat=0
split_feature=42 49 42 1 2 3 2
split_gain=2.059e-05 3.50869e-05 7.57762e-05 5.19421e-05 6.82282e-05 5.48518e-05 4.09355e-05
threshold=-1.0000000180025095e-35 -0.043469999999999995 0.091545000000000015 0.11039500000000001 0.10005000000000001 -0.078934999999999991 0.093175000000000022
decision_type=2 2 2 2 2 2 2
left_child=-1 6 3 4 5 -3 -2
right_child=1 2 -4 -5 -6 -7 -8
leaf_value=-0.0099244519547347157 0.027775457628330998 -0.017228440535741137 -0.023161104076407202 -0.013796090745489528 0.028559280416175198 0.012076703283556464 -0.00048208653102786031
leaf_weight=0.0017458421853352021 0.0010074129282909715 0.0010627342054468124 0.0013037937629752144 0.0012684591063612666 0.001268928006488125 0.0016007950203619035 0.0010438833123103514
leaf_count=862 199 618 614 219 202 225 182
internal_value=0 0.00199202 -0.00160412 0.0037999 0.00947569 0.000384104 0.0133955
internal_weight=0 0.00855601 0.00650471 0.00520092 0.00393246 0.00266353 0.0020513
internal_count=3121 2259 1878 1264 1045 843 381
is_linear=0
shrinkage=0.1


Tree=4291
num_leaves=10
num_cat=0
split_feature=48 50 48 474 12 52 1 16 4
split_gain=0.000120302 0.000102963 9.05512e-05 0.000120832 7.47067e-05 0.000107132 9.6065e-05 9.19819e-05 6.3767e-05
threshold=0.12879500000000002 0.088425000000000017 0.092475000000000016 0.084660000000000027 0.088930000000000023 0.090245000000000006 0.094385000000000011 -0.056919999999999991 0.09173000000000002
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 6 8 7 -1 -6
right_child=-2 -3 -4 -5 5 -7 -8 -9 -10
leaf_value=-0.00013581956541268913 -0.00066946882819876564 -0.00054361325028086892 0.00055572893078787257 0.0006659702006435996 9.5094403973071271e-05 -0.00025561385281038846 0.00013890109051904295 -0.00082167483228315428 0.00075347647355379068
leaf_weight=0.0018300607028458686 0.0010011977127930725 0.0010700283603293287 0.0014198346242777259 0.0010154598159861994 0.0011155472092004961 0.0014375118384697336 0.0019362557946697315 0.0012759542337343014 0.0011472475390216716
leaf_count=468 90 525 228 250 428 310 352 358 112
internal_value=0 3.74478e-05 9.30712e-05 2.57526e-05 -4.86094e-05 0.000162975 -0.000203882 -0.00041757 0.000428897
internal_weight=0 0.0122479 0.0111779 0.00975804 0.00874258 0.00370031 0.00504227 0.00310601 0.00226279
internal_count=3121 3031 2506 2278 2028 850 1178 826 540
is_linear=0
shrinkage=0.00196078


Tree=4292
num_leaves=7
num_cat=0
split_feature=131 150 15 16 3 2
split_gain=1.83808e-05 2.97857e-05 6.25126e-05 7.46226e-05 5.10019e-05 5.26336e-05
threshold=0.084390000000000007 0.085455000000000017 -0.037864999999999989 -0.056919999999999991 -0.084074999999999997 0.092875000000000013
decision_type=2 2 2 2 2 2
left_child=1 2 3 -1 -4 -6
right_child=-2 -3 4 -5 5 -7
leaf_value=-0.00087783663303466213 -0.012356433192637468 0.014203962626277362 -0.0075917415493599013 -0.034554301080333825 0.026446046552107829 0.00015823236279011437
leaf_weight=0.0018621798746072246 0.0010841962184148469 0.001519576755354907 0.0017846857990178053 0.0010175209504318817 0.0015699638013077564 0.0014793223119399707
leaf_count=469 492 300 638 460 484 278
internal_value=0 0.00140732 -0.00111359 -0.0127772 0.00583465 0.0136928
internal_weight=0 0.00923325 0.00771367 0.0028797 0.00483397 0.00304929
internal_count=3121 2629 2329 929 1400 762
is_linear=0
shrinkage=0.1


Tree=4293
num_leaves=8
num_cat=0
split_feature=4 16 0 47 4 1 43
split_gain=2.20946e-05 3.1518e-05 3.51467e-05 5.81414e-05 9.43795e-05 5.68251e-05 4.42906e-05
threshold=0.27287000000000006 -0.36241499999999999 -0.10607499999999999 0.09550500000000002 -0.076229999999999978 0.093575000000000019 -0.0030899999999999994
decision_type=2 2 2 2 2 2 2
left_child=1 -1 5 4 6 -3 -4
right_child=-2 2 3 -5 -6 -7 -8
leaf_value=-0.01805749815692595 0.011246029612063037 -0.0045255570891498701 0.012874371714326763 0.017004149012444673 -0.030910779669891364 0.025915784442875425 -0.011997416950982113
leaf_weight=0.0010662283468388474 0.0014853474864848703 0.0012705960672562437 0.0014843824817637778 0.0010299787922547635 0.0013851371865854075 0.0011852322261734216 0.0013830946816188754
leaf_count=139 352 156 596 213 1133 156 376
internal_value=0 -0.001939 0.000281871 -0.00431319 -0.00947623 0.010166 0.00087775
internal_weight=0 0.00880465 0.00773842 0.00528259 0.00425261 0.00245583 0.00286748
internal_count=3121 2769 2630 2318 2105 312 972
is_linear=0
shrinkage=0.1


Tree=4294
num_leaves=9
num_cat=0
split_feature=484 4 16 0 0 0 49 43
split_gain=0.000137238 0.000108367 7.39549e-05 0.000150887 9.14144e-05 7.58912e-05 9.54911e-05 9.14015e-05
threshold=-1.0000000180025095e-35 0.27044500000000005 -0.014034999999999997 -0.053834999999999994 0.030935000000000004 -0.10224499999999999 -0.043469999999999995 -0.0037449999999999996
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 5 -4 -5 6 -2 -7
right_child=1 -3 3 4 -6 7 -8 -9
leaf_value=-0.00068898904810605732 -2.5966303256561185e-06 0.00051533338116083692 0.0005939404149245055 -0.00057911577636601157 0.00015817615573420808 -0.0003773017308856746 -0.00073354432471888355 0.00035364613619409799
leaf_weight=0.0010252814670994046 0.0012626093139566225 0.001710094078424324 0.001870953596001851 0.0010605889687730899 0.0016561133348841281 0.0010994253871800899 0.0015076569917737296 0.0016370868431844162
leaf_count=515 84 346 578 131 172 715 159 421
internal_value=0 5.8891e-05 -1.84348e-05 0.000165442 -0.000129659 -0.000171621 -0.000400399 5.99794e-05
internal_weight=0 0.0118045 0.0100944 0.00458766 0.0027167 0.00550678 0.00277027 0.00273651
internal_count=3121 2606 2260 881 303 1379 243 1136
is_linear=0
shrinkage=0.00196078


Tree=4295
num_leaves=9
num_cat=0
split_feature=48 4 42 42 1 1 13 2
split_gain=4.394e-05 7.44291e-05 6.75324e-05 4.82362e-05 4.44096e-05 0.000110671 7.02494e-05 3.82791e-05
threshold=0.11951500000000001 0.36766000000000004 0.092395000000000019 -1.0000000180025095e-35 0.094385000000000011 0.086560000000000012 -0.029529999999999997 0.097845000000000015
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 6 7 -5
right_child=-2 -3 -4 4 -6 -7 -8 -9
leaf_value=-0.00023999045520190412 -0.00040323498219455261 0.000460018598002969 -0.00043006952727913907 -0.00026145469497587057 0.00040055879870073985 -0.00042561610569194584 0.00061590467196805771 0.00027817079298587006
leaf_weight=0.0018959177642774846 0.0010048218720142164 0.0013291099299996617 0.001418010458244732 0.0010153416391868141 0.0015851681768348017 0.0014631416337287078 0.0011396870723208068 0.0010063036679435183
leaf_count=824 114 302 507 625 328 208 131 82
internal_value=0 2.53563e-05 -3.53052e-05 3.3756e-05 0.000117336 2.02532e-05 0.000226612 7.15182e-06
internal_weight=0 0.0108527 0.00952357 0.00810556 0.00620964 0.00462447 0.00316133 0.00202165
internal_count=3121 3007 2705 2198 1374 1046 838 707
is_linear=0
shrinkage=0.00196078


Tree=4296
num_leaves=10
num_cat=0
split_feature=41 13 52 12 0 15 2 1 1
split_gain=0.000112036 7.05222e-05 0.000129202 0.000102817 9.26535e-05 8.73003e-05 0.000106731 0.000175695 9.10871e-05
threshold=0.075585000000000013 -0.0034749999999999994 -0.013374999999999998 0.088245000000000004 -0.084144999999999984 0.035560000000000008 0.11215000000000001 0.094465000000000007 0.086560000000000012
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 -5 6 7 8 -3
right_child=-2 5 3 4 -6 -7 -8 -9 -10
leaf_value=0.00072784411060897007 -0.00063810950248946517 0.00019212751407888512 -0.00045667561014181758 0.00066088284048048101 -0.00010992273953308375 -0.00058995370552541852 -0.00043047030460895505 0.00063845182370869994 -0.00055288098741036306
leaf_weight=0.0013927667487278364 0.0010081317610212423 0.0013203990784045054 0.0011574273420288527 0.0011374221897301189 0.0012678900855311052 0.0011053112799264183 0.0015513695737145389 0.0017936485115868646 0.0012083589017790157
leaf_count=653 170 207 658 215 467 298 180 198 75
internal_value=0 4.25942e-05 0.000221467 2.35111e-05 0.000254575 -8.44146e-05 1.07164e-05 0.000169064 -0.000163872
internal_weight=0 0.0119346 0.00495551 0.00356274 0.00240531 0.00697909 0.00587378 0.00432241 0.00252876
internal_count=3121 2951 1993 1340 682 958 660 480 282
is_linear=0
shrinkage=0.00196078


Tree=4297
num_leaves=8
num_cat=0
split_feature=42 51 49 42 16 2 2
split_gain=1.92723e-05 2.8204e-05 4.12001e-05 7.58938e-05 4.43374e-05 3.45303e-05 3.57089e-05
threshold=-1.0000000180025095e-35 -0.076794999999999988 -0.081404999999999991 0.091545000000000015 -0.094359999999999986 0.10613000000000002 0.083995000000000014
decision_type=2 2 2 2 2 2 2
left_child=-1 -2 -3 4 -4 6 -6
right_child=1 2 3 -5 5 -7 -8
leaf_value=-0.0096043771935206829 -0.012413931693943064 0.021681621143494624 -0.0064288648891546122 -0.02254430644889846 0.0068654847184064331 -0.00058559730089439879 0.032730342600013215
leaf_weight=0.0017542965370216145 0.0011877205895369719 0.0011390941281735276 0.001819576904020083 0.0011233451642272373 0.0010067344289402963 0.0012039653639528691 0.0011361715412576544
leaf_count=862 422 171 358 547 225 136 400
internal_value=0 0.00189451 0.00418212 0.00101293 0.006135 0.0129655 0.0205791
internal_weight=0 0.00861661 0.00742889 0.00628979 0.00516645 0.00334687 0.00214291
internal_count=3121 2259 1837 1666 1119 761 625
is_linear=0
shrinkage=0.1


Tree=4298
num_leaves=8
num_cat=0
split_feature=4 16 12 151 12 16 15
split_gain=2.09671e-05 2.48351e-05 3.12257e-05 4.0252e-05 7.02483e-05 3.94512e-05 4.53527e-05
threshold=0.27287000000000006 -0.36241499999999999 0.10388500000000002 -0.0052199999999999989 0.089735000000000023 0.023255000000000001 -0.070929999999999979
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 -3 5 6 -5
right_child=-2 2 -4 4 -6 -7 -8
leaf_value=-0.016157617786685435 0.010880811198231179 0.017102743907078138 -0.016254368637064052 -0.016562493604663758 0.015455628099684329 -0.02261886701569793 0.012099450926235019
leaf_weight=0.0010733299704388747 0.0015017095355205875 0.0014803021065109799 0.0010181519061998314 0.0010252255954145784 0.001661521363257062 0.0013879409860373076 0.0011962041793241258
leaf_count=139 352 432 285 296 750 235 632
internal_value=0 -0.00189935 7.04225e-05 0.00253237 -0.00155964 -0.00939237 -0.0011285
internal_weight=0 0.00884268 0.00776935 0.00675119 0.00527089 0.00360937 0.00222143
internal_count=3121 2769 2630 2345 1913 1163 928
is_linear=0
shrinkage=0.1


Tree=4299
num_leaves=8
num_cat=0
split_feature=50 484 3 1 4 2 43
split_gain=2.01919e-05 3.83217e-05 4.06899e-05 5.34743e-05 7.60588e-05 4.2058e-05 3.55416e-05
threshold=0.088425000000000017 0.084040000000000017 -0.080634999999999984 0.094385000000000011 0.053925000000000008 0.094215000000000007 -0.088909999999999989
decision_type=2 2 2 2 2 2 2
left_child=1 2 6 5 -5 -4 -1
right_child=-2 -3 3 4 -6 -7 -8
leaf_value=-0.0020590668101051384 -0.013194803779028957 0.019498090682522454 -0.0056394282548513268 0.025559357913695936 -0.0091361634493114935 -0.031109856473472444 0.020284885358290553
leaf_weight=0.0014624004960451975 0.0010483332685373012 0.0010437060003069829 0.0016067666345633625 0.0010181741922963127 0.0016651549364635212 0.0010868078595015977 0.0013871718165309045
leaf_count=324 560 323 293 246 259 316 800
internal_value=0 0.00144731 -0.000842826 -0.00596271 0.00402886 -0.0159163 0.00881797
internal_weight=0 0.00927018 0.00822648 0.0053769 0.00268333 0.00269357 0.00284957
internal_count=3121 2561 2238 1114 505 609 1124
is_linear=0
shrinkage=0.1


Tree=4300
num_leaves=9
num_cat=0
split_feature=484 133 133 15 3 151 0 1
split_gain=9.38143e-05 6.72666e-05 9.95815e-05 0.000102826 0.000114251 8.89853e-05 0.000171714 5.87502e-05
threshold=-1.0000000180025095e-35 0.10622000000000002 0.083950000000000011 0.024640000000000006 -0.10519499999999998 -0.044604999999999992 -0.13027499999999997 0.095285000000000022
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 -6 -7 -8
right_child=1 -3 -4 -5 5 6 7 -9
leaf_value=-0.0005845024982220928 0.00053081544029093416 -0.00045208615851682389 0.00057680711971487086 -0.00038998736823045823 -0.00051335602002272357 0.00053508845515419577 -0.00056892904226670308 1.4734296559603392e-05
leaf_weight=0.0010230797696072292 0.0018828293330778482 0.0010042937988159082 0.0013505822753158312 0.0019815322481608888 0.0011500060773097535 0.0019797464413770448 0.001116395219395053 0.0016327879235850844
leaf_count=515 224 370 415 742 190 143 307 215
internal_value=0 3.38519e-05 7.78423e-05 8.67751e-06 0.000110454 -2.41736e-05 9.47884e-05 -0.000222281
internal_weight=0 0.0120982 0.0110939 0.0097433 0.00776176 0.00587894 0.00472893 0.00274918
internal_count=3121 2606 2236 1821 1079 855 665 522
is_linear=0
shrinkage=0.00196078


Tree=4301
num_leaves=9
num_cat=0
split_feature=4 1 16 16 15 4 52 4
split_gain=1.8346e-05 6.64837e-05 2.79936e-05 3.29956e-05 5.54194e-05 5.17568e-05 6.06582e-05 3.27656e-05
threshold=0.24564500000000003 0.111945 -0.092484999999999984 -0.056919999999999991 -0.037864999999999989 -0.034939999999999992 0.09086000000000001 0.0082450000000000006
decision_type=2 2 2 2 2 2 2 2
left_child=2 -2 7 -4 -5 6 -6 -1
right_child=1 -3 3 4 5 -7 -8 -9
leaf_value=0.00011943185264805392 -0.0092866633995012139 0.026060664009080678 0.01359495452835629 -0.023162508482655688 -0.021819575360040047 0.021199078179264998 0.010246368354606839 -0.02477536897884898
leaf_weight=0.0010767034728965154 0.0010741018986856906 0.0010545206721485063 0.0015969350516980693 0.0010571538227375664 0.001142477235278373 0.0010758294591708415 0.0012197787102670378 0.0010387371280048581
leaf_count=244 150 276 860 563 367 275 200 186
internal_value=0 0.00822442 -0.00219382 0.00124758 -0.00313883 0.00301811 -0.00526195 -0.0121046
internal_weight=0 0.00212862 0.00820761 0.00609217 0.00449524 0.00343809 0.00236226 0.00211544
internal_count=3121 426 2695 2265 1405 842 567 430
is_linear=0
shrinkage=0.1


Tree=4302
num_leaves=8
num_cat=0
split_feature=4 0 2 1 2 12 12
split_gain=4.28949e-05 3.78617e-05 5.76001e-05 0.00011237 6.2304e-05 8.76631e-05 8.01675e-05
threshold=0.27287000000000006 0.15398500000000004 0.092875000000000013 0.104035 0.089775000000000008 0.089735000000000023 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2
left_child=1 2 4 -4 5 6 -1
right_child=-2 -3 3 -5 -6 -7 -8
leaf_value=-5.0198262706366165e-05 0.00028235300839188999 0.00030482010639839143 -0.00060871432026421662 0.00012116778867987573 0.0004108630071841352 0.00025543165762695525 -0.00073641178064838672
leaf_weight=0.0018502736530988852 0.0017527374807410857 0.0010431045988412531 0.0018960441534460462 0.0014170849219781734 0.00127173671956992 0.0018416644926759493 0.0010128451581299745
leaf_count=195 352 50 708 202 233 480 901
internal_value=0 -4.93874e-05 -8.91602e-05 -0.000296531 2.57972e-05 -7.82889e-05 -0.00029295
internal_weight=0 0.0103328 0.00928965 0.00331313 0.00597652 0.00470478 0.00286312
internal_count=3121 2769 2719 910 1809 1576 1096
is_linear=0
shrinkage=0.00196078


Tree=4303
num_leaves=11
num_cat=0
split_feature=133 133 42 3 3 16 13 49 15 47
split_gain=6.67748e-05 9.76317e-05 5.67246e-05 5.68894e-05 0.000137179 5.99053e-05 5.79957e-05 8.36901e-05 8.66982e-05 8.90742e-05
threshold=0.10622000000000002 0.089755000000000015 0.097315000000000026 -0.10023499999999998 -0.059315 -0.0083599999999999976 -0.010384999999999998 -0.054984999999999992 -0.040439999999999997 0.092710000000000015
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 5 -5 -1 -6 -8 9 -9
right_child=-2 -3 -4 4 6 -7 7 8 -10 -11
leaf_value=-0.00014012410947811303 -0.00049270368972020547 0.00061530726465930169 0.00040147002291948387 -0.00076129915282334524 0.00031824221050572856 0.00051410529336993842 -0.00061357680591572728 0.000149776909900347 0.00046720942549965928 -0.00063881652321788824
leaf_weight=0.0010175720785506369 0.0010010154036459414 0.001016593485952239 0.0010875506127393129 0.0012009508698035748 0.0013768295533080057 0.0011420050040184919 0.0010917810044396258 0.0012093939872302997 0.0010838018140253806 0.001011070567556005
leaf_count=153 435 224 204 1243 259 190 105 109 133 66
internal_value=0 3.57965e-05 -2.18426e-05 -7.22481e-05 -0.000158363 0.000205839 -3.29321e-05 -0.000142919 1.25938e-05 -0.000209303
internal_weight=0 0.0112375 0.010221 0.0091334 0.00697383 0.00215958 0.00577288 0.00439605 0.00330427 0.00222046
internal_count=3121 2686 2462 2258 1915 343 672 413 308 175
is_linear=0
shrinkage=0.00196078


Tree=4304
num_leaves=10
num_cat=0
split_feature=48 16 52 0 16 0 2 150 12
split_gain=5.53871e-05 8.24715e-05 5.63923e-05 7.65319e-05 8.64207e-05 8.23126e-05 7.05974e-05 4.70518e-05 3.60866e-05
threshold=0.11951500000000001 -0.48836499999999994 0.11434500000000002 -0.077999999999999986 0.15891500000000003 -0.10151999999999999 0.083215000000000011 0.081835000000000019 0.091715000000000005
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 3 5 -5 6 -3 -8 -6
right_child=-2 2 -4 4 8 -7 7 -9 -10
leaf_value=0.00047946662594756262 -0.0004411251167512243 0.00034896756223809196 -0.00041721332389688137 0.00056123106494504612 -0.00029872189750094151 -0.0006231724437771928 -0.00052530568512374354 7.0329232549365463e-05 0.00022599333189915694
leaf_weight=0.0014189502020285636 0.0010109250611334787 0.0013743093055463848 0.0012402023031247008 0.00172040790929146 0.00101055532558747 0.0010462086428988469 0.0010146710955052912 0.0010249371098207463 0.0010051221930166181
leaf_count=244 114 77 401 465 151 1180 174 99 216
internal_value=0 3.87296e-05 -2.75438e-05 3.14186e-05 0.000238437 -0.000141993 5.46584e-06 -0.000225989 -3.70715e-05
internal_weight=0 0.0108554 0.00943641 0.00819621 0.00373609 0.00446013 0.00341392 0.00203961 0.00201568
internal_count=3121 3007 2763 2362 832 1530 350 273 367
is_linear=0
shrinkage=0.00196078


Tree=4305
num_leaves=9
num_cat=0
split_feature=11 13 12 0 151 4 1 0
split_gain=1.83571e-05 3.72005e-05 5.59957e-05 8.24093e-05 7.70264e-05 6.96012e-05 1.75312e-05 1.34633e-05
threshold=0.078340000000000007 -0.094514999999999988 -0.010834999999999999 -0.053834999999999994 -0.0083949999999999979 0.053180000000000012 0.088770000000000016 -0.086234999999999992
decision_type=2 2 2 2 2 2 2 2
left_child=1 7 -3 4 -4 6 -6 -1
right_child=-2 2 3 -5 5 -7 -8 -9
leaf_value=0.0052437739884164895 -0.012755689083270969 0.019388382236079076 -0.021581211526454629 -0.027788359178617335 0.0048095666640660308 0.022605660273353465 -0.01350092794968823 0.021578548712767577
leaf_weight=0.0010149968572795987 0.0010251513843081332 0.0010523859822978848 0.0012119774674117152 0.0013159550075746646 0.0010021549389622661 0.0016736027066839416 0.0010933805224820862 0.0010033612881053125
leaf_count=237 208 320 332 274 1111 230 312 97
internal_value=0 0.00133911 -0.00196327 -0.00553162 0.000348362 0.00739988 -0.00474424 0.0133641
internal_weight=0 0.00936781 0.00734946 0.00629707 0.00498112 0.00376914 0.00209554 0.00201836
internal_count=3121 2913 2579 2259 1985 1653 1423 334
is_linear=0
shrinkage=0.1


Tree=4306
num_leaves=8
num_cat=0
split_feature=474 160 133 0 1 4 133
split_gain=4.62342e-05 9.03733e-05 0.000102747 6.73916e-05 0.000111169 0.000103299 7.16923e-05
threshold=0.084660000000000027 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.18113999999999997 0.10920500000000001 -0.0029599999999999995 0.090310000000000015
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -3 -4 5 6 -5
right_child=-2 2 3 4 -6 -7 -8
leaf_value=-0.00045886694134823346 0.00038698405318679952 -0.00045496427900517994 -0.00021286303135757836 0.00056424687145700792 0.00064255631605641115 -0.00031439533723919856 -7.4801024057679505e-05
leaf_weight=0.0017103319307065707 0.0010465672439805796 0.001423530230770703 0.0018445825966949556 0.0015811491897676673 0.001693282488583958 0.0017801500700163572 0.0011776320436955516
leaf_count=736 344 707 118 377 287 247 305
internal_value=0 -4.39479e-05 3.07495e-05 0.000116356 0.000213797 5.38452e-05 0.000291459
internal_weight=0 0.0112107 0.00950033 0.0080768 0.00623221 0.00453893 0.00275878
internal_count=3121 2777 2041 1334 1216 929 682
is_linear=0
shrinkage=0.00196078


Tree=4307
num_leaves=9
num_cat=0
split_feature=484 133 133 15 3 3 15 52
split_gain=9.94392e-05 7.95885e-05 9.69287e-05 0.000121653 0.000131803 7.79447e-05 0.000106614 7.79608e-05
threshold=-1.0000000180025095e-35 0.10622000000000002 0.083950000000000011 0.024640000000000006 -0.10519499999999998 -0.0087149999999999988 -0.018314999999999994 -0.0027449999999999996
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 -6 7 -7
right_child=1 -3 -4 -5 5 6 -8 -9
leaf_value=-0.00059600628218326704 0.00058606218923504076 -0.00048259134675877142 0.00058140006948845528 -0.00041823138572243644 -0.00044470411788208249 -0.00039912303736969526 0.0006626177437576695 0.0001954993591355698
leaf_weight=0.0010212591981474959 0.0018605911633886108 0.0010188212366924925 0.0013542059485609241 0.0019345177914024732 0.0012626276709364623 0.0014752493371941455 0.0010240016253982784 0.0019929038786892488
leaf_count=515 224 370 415 742 452 134 85 184
internal_value=0 4.15031e-05 9.04718e-05 2.08565e-05 0.000132397 -1.42783e-05 0.000106703 -5.74353e-05
internal_weight=0 0.0119229 0.0109041 0.00954989 0.00761537 0.00575478 0.00449215 0.00346815
internal_count=3121 2606 2236 1821 1079 855 403 318
is_linear=0
shrinkage=0.00196078


Tree=4308
num_leaves=9
num_cat=0
split_feature=159 1 0 4 2 1 1 15
split_gain=5.32623e-05 6.54554e-05 4.94836e-05 6.87864e-05 5.07293e-05 0.000108947 0.00016061 7.22894e-05
threshold=-0.032739999999999991 0.13146500000000003 -0.062294999999999996 -0.49405499999999997 0.089775000000000008 0.11181500000000001 0.083345000000000016 -0.043924999999999992
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 4 -4 7 6 -6 -2
right_child=1 -3 3 -5 5 -7 -8 -9
leaf_value=-0.00043138552022480801 -0.0005728282940457753 0.00050164351954086711 -0.0002104992319079666 0.00041600167155884688 -0.00030136442771998425 -0.000475876410900977 0.00065564479924725035 -5.2864188106332395e-06
leaf_weight=0.001021637882215592 0.0016196986898252413 0.0010531202828289255 0.0010258130164398638 0.0019633836410483697 0.0011476200409646052 0.001067893970661875 0.0016344370213486198 0.0018465772781462294
leaf_count=421 336 216 133 296 514 105 174 926
internal_value=0 3.60196e-05 -1.15629e-05 0.000201003 -9.84111e-05 5.65131e-05 0.000260871 -0.000270484
internal_weight=0 0.0113585 0.0103054 0.0029892 0.00731623 0.00384995 0.00278206 0.00346628
internal_count=3121 2700 2484 429 2055 793 688 1262
is_linear=0
shrinkage=0.00196078


Tree=4309
num_leaves=8
num_cat=0
split_feature=0 15 16 1 47 48 160
split_gain=2.01729e-05 4.94711e-05 5.28441e-05 3.97376e-05 4.1129e-05 6.23067e-05 6.78555e-05
threshold=-0.060129999999999996 -1.0000000180025095e-35 0.15891500000000003 0.077565000000000009 0.096300000000000011 0.086035000000000014 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2
left_child=3 -2 -3 -1 5 6 -5
right_child=1 2 -4 4 -6 -7 -8
leaf_value=-0.017117985984520804 0.024538574685284795 0.015429685878945748 -0.014867065839218502 -0.0066434037223695678 -0.015284456602344574 -0.013456398745886281 0.024350564292032147
leaf_weight=0.0015718909634254551 0.0010324751172354667 0.0010163017448357285 0.001327978101656864 0.0011057257631002116 0.0012217873616667029 0.001234475074972291 0.001955760382189654
leaf_count=1457 259 145 169 259 195 154 483
internal_value=0 0.0063 -0.00173269 -0.0030912 0.000904742 0.00550901 0.0131564
internal_weight=0 0.00337675 0.00234428 0.00708964 0.00551775 0.00429596 0.00306149
internal_count=3121 573 314 2548 1091 896 742
is_linear=0
shrinkage=0.1


Tree=4310
num_leaves=9
num_cat=0
split_feature=474 160 133 42 47 2 16 1
split_gain=5.226e-05 9.60559e-05 9.46762e-05 6.6193e-05 6.0181e-05 8.61622e-05 8.38886e-05 2.17119e-05
threshold=0.084660000000000027 -1.0000000180025095e-35 -1.0000000180025095e-35 0.088060000000000013 0.09550500000000002 0.098035000000000011 -0.078844999999999985 0.095950000000000021
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 6 -4 -7
right_child=-2 2 3 -5 -6 7 -8 -9
leaf_value=-0.00048299507466294191 0.00041810541916017076 -0.00044906894963787301 -1.2402549324050449e-05 0.00042894865936127295 0.00038966092205712109 0.00040449081232929077 -0.00073415719787443205 8.5498560867986515e-06
leaf_weight=0.0016406148727552321 0.0010208674295968329 0.0013423443334604568 0.0013660497300598084 0.0019375403963356403 0.0012685477722084726 0.0010156301605933247 0.001132340651308409 0.0011192906054006291
leaf_count=736 344 707 204 459 102 103 237 229
internal_value=0 -4.59864e-05 3.20993e-05 0.00011449 1.12554e-05 -9.23477e-05 -0.000339522 0.000196908
internal_weight=0 0.0108224 0.00918174 0.0078394 0.00590186 0.00463331 0.00249839 0.00213492
internal_count=3121 2777 2041 1334 875 773 441 332
is_linear=0
shrinkage=0.00196078


Tree=4311
num_leaves=8
num_cat=0
split_feature=50 157 0 52 47 1 52
split_gain=2.04018e-05 3.73413e-05 4.46192e-05 6.25122e-05 4.55411e-05 4.38401e-05 1.9672e-05
threshold=0.088425000000000017 -0.072409999999999988 -0.019414999999999998 -0.026204999999999996 0.077555000000000013 0.089770000000000016 0.098380000000000009
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 -3 5 -5 -4
right_child=-2 2 6 4 -6 -7 -8
leaf_value=0.019624004919068242 -0.013155053785702621 -0.019662276679342353 0.021990442250002244 -0.00059891157387182206 -0.011415043454207048 0.025235870291718449 0.0022981808124361075
leaf_weight=0.0010071657960561012 0.0010680379956251934 0.0019721663769584948 0.0010157233565357103 0.0016552503888471268 0.0016387104402097192 0.0010889755282310898 0.0010134423309743658
leaf_count=297 560 596 200 956 196 261 55
internal_value=0 0.00143073 -0.000754753 -0.00487692 0.00177597 0.00965296 0.0121554
internal_weight=0 0.00939143 0.00838427 0.0063551 0.00438294 0.00274423 0.00202917
internal_count=3121 2561 2264 2009 1413 1217 255
is_linear=0
shrinkage=0.1


Tree=4312
num_leaves=8
num_cat=0
split_feature=42 157 43 2 16 1 3
split_gain=1.89002e-05 3.08886e-05 4.70635e-05 8.48584e-05 0.000102535 5.50604e-05 3.26324e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.074359999999999996 0.099515000000000006 -0.088159999999999988 0.11212500000000002 -0.086769999999999986
decision_type=2 2 2 2 2 2 2
left_child=-1 -2 6 4 -4 -5 -3
right_child=1 2 3 5 -6 -7 -8
leaf_value=-0.0094620870983182052 -0.01307837423986314 0.0043123079207126229 0.003755143925694978 0.023298230840048447 -0.035162463329901431 -0.0063940494044048019 0.029604355009289336
leaf_weight=0.0017719853620527899 0.0011916744273146509 0.0010009431738620522 0.0015843805899257173 0.0016613357537126237 0.0011820728869144164 0.0010007177832088091 0.0010403378202479491
leaf_count=862 504 143 270 228 464 169 481
internal_value=0 0.00187292 0.00425814 -0.000609278 -0.0128739 0.0121363 0.0172024
internal_weight=0 0.00866146 0.00746979 0.00542851 0.00276645 0.00266205 0.00204128
internal_count=3121 2259 1755 1131 734 397 624
is_linear=0
shrinkage=0.1


Tree=4313
num_leaves=8
num_cat=0
split_feature=131 150 15 4 43 43 3
split_gain=1.77228e-05 2.89414e-05 4.90148e-05 5.08953e-05 4.33399e-05 0.000115355 4.32836e-05
threshold=0.084390000000000007 0.081835000000000019 -0.037864999999999989 -0.064054999999999987 0.016310000000000002 -0.081374999999999989 0.095270000000000007
decision_type=2 2 2 2 2 2 2
left_child=1 2 6 4 5 -4 -1
right_child=-2 -3 3 -5 -6 -7 -8
leaf_value=-0.00085140571251074871 -0.012109152140671049 0.013055703473512384 0.013324878185813122 0.018655882004893591 0.013697248280351751 -0.033716754051413514 -0.026208587478797181
leaf_weight=0.0015301412079269982 0.0010904432219851845 0.0017252456635495792 0.0010018658452420907 0.0017045525759322314 0.0010572128408265907 0.0010867056385233545 0.0012019437785481006
leaf_count=759 492 361 188 335 204 662 120
internal_value=0 0.00136561 -0.00129426 0.00473996 -0.00280043 -0.0111514 -0.012007
internal_weight=0 0.00930767 0.00758242 0.00485034 0.00314578 0.00208857 0.00273208
internal_count=3121 2629 2268 1389 1054 850 879
is_linear=0
shrinkage=0.1


Tree=4314
num_leaves=11
num_cat=0
split_feature=41 474 160 133 52 13 16 16 151 3
split_gain=9.42002e-05 7.70043e-05 0.000116818 0.000147831 8.75481e-05 0.000103363 9.05608e-05 0.000101223 7.11081e-05 7.46898e-05
threshold=1.0000000180025095e-35 0.084660000000000027 -1.0000000180025095e-35 -1.0000000180025095e-35 0.11008000000000001 -0.084034999999999985 0.23311500000000004 -0.056919999999999991 -0.00099499999999999979 -0.0049599999999999991
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 5 -5 7 8 -7 -10
right_child=-2 -3 3 4 -6 6 -8 -9 9 -11
leaf_value=-0.00049945522387708397 -0.00058827181807372716 0.00055771825848515788 -0.00054968377637330129 0.00052895659300363309 0.0006571666176008493 -0.00041288336198943312 0.00048254485260484215 -0.00070726927861691454 -0.00014773473114493765 0.0005824989885463718
leaf_weight=0.0016017387124206391 0.0010030128902090074 0.0010016535449297185 0.0012632827429058914 0.0015594972115741262 0.001213381671661384 0.0010732316424711648 0.001008508275499048 0.0010266079547495786 0.001115554788084356 0.0010410753043412144
leaf_count=696 173 331 661 227 118 89 236 213 322 55
internal_value=0 3.74311e-05 -1.0368e-05 7.38572e-05 0.000171857 8.55697e-05 -4.57624e-05 -0.000170937 -4.64529e-07 0.000204773
internal_weight=0 0.0119045 0.0109029 0.00930114 0.00803786 0.00682448 0.00526498 0.00425647 0.00322986 0.00215663
internal_count=3121 2948 2617 1921 1260 1142 915 679 466 377
is_linear=0
shrinkage=0.00196078


Tree=4315
num_leaves=9
num_cat=0
split_feature=1 4 15 4 12 51 0 16
split_gain=1.98763e-05 4.12371e-05 4.57453e-05 4.22963e-05 2.72793e-05 4.86231e-05 7.88902e-05 5.51527e-05
threshold=0.090405000000000013 -0.15764999999999998 -0.0063699999999999989 -0.059649999999999988 0.10097500000000002 0.091630000000000003 -0.10151999999999999 -0.071854999999999988
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 5 6 7 -2
right_child=4 2 3 -5 -6 -7 -8 -9
leaf_value=0.0074968000388675451 -0.0078508228218720239 -0.029140960520626643 -0.017709758933544859 0.010783761756736373 0.018377909919136032 0.019905880867024016 -0.02761687395969761 0.022841446637939369
leaf_weight=0.0017590985732724705 0.0013941040729312463 0.0010103378588957367 0.0010240123004824908 0.001060495927699415 0.0010699987305336361 0.0010111138270913244 0.0010687324092956189 0.0010093818751819241
leaf_count=142 177 876 817 165 164 152 534 94
internal_value=0 -0.00472883 -0.0116778 -0.00321365 0.00403132 0.000607348 -0.00501241 0.00503888
internal_weight=0 0.00485394 0.00309485 0.00208451 0.00555333 0.00448333 0.00347222 0.00240349
internal_count=3121 2000 1858 982 1121 957 805 271
is_linear=0
shrinkage=0.1


Tree=4316
num_leaves=11
num_cat=0
split_feature=484 133 42 160 52 15 15 0 15 3
split_gain=0.000111039 8.74691e-05 9.17403e-05 0.000123962 0.000148253 0.000165934 0.000169407 0.0001112 0.000136605 4.33721e-05
threshold=-1.0000000180025095e-35 0.10622000000000002 -0.088934999999999986 -0.080409999999999995 0.10024500000000001 -0.15026499999999995 -0.095869999999999983 -0.10011499999999998 0.035560000000000008 0.088060000000000013
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 5 -5 -7 9 -9 -8
right_child=1 -3 3 4 -6 6 7 8 -10 -11
leaf_value=-0.00061208900146298762 -0.00037753985496842232 -0.00050375508573384368 -0.00032554386438208145 0.00087843427687876036 0.00087393112794065492 -0.000601603858532178 0.00082972869552408923 -0.00050573430982972002 0.00043200181509476187 0.00025702173156964706
leaf_weight=0.0010564100441145764 0.0013506506445603106 0.0010022078360159689 0.0016284861024352835 0.0010233156429899845 0.0013002196730003109 0.0012986305598359591 0.0010088255422044997 0.0013199710495745245 0.0010908474641572439 0.0010248983187433891
leaf_count=515 298 370 442 213 122 129 97 436 406 93
internal_value=0 5.08952e-05 0.000101219 0.000167916 0.000267535 0.000151012 2.14002e-05 0.000203433 -8.14274e-05 0.000541112
internal_weight=0 0.0120481 0.0110458 0.00969519 0.00806671 0.00676649 0.00574317 0.00444454 0.00241082 0.00203372
internal_count=3121 2606 2236 1938 1496 1374 1161 1032 842 190
is_linear=0
shrinkage=0.00196078


Tree=4317
num_leaves=8
num_cat=0
split_feature=1 457 52 0 16 4 1
split_gain=1.92403e-05 4.03256e-05 5.8857e-05 6.1041e-05 6.40391e-05 4.30362e-05 0.000104954
threshold=0.12500000000000003 0.045365000000000009 0.11434500000000002 -0.077999999999999986 0.15891500000000003 0.053180000000000012 0.10612500000000001
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 5 -5 -1 -7
right_child=-2 -3 -4 4 -6 6 -8
leaf_value=-0.021072874133582074 0.011068793446909468 0.014351344896490712 -0.026585739027717905 0.024383203419374437 -0.006487984762960944 0.023039996209278372 -0.019899517913745907
leaf_weight=0.0016834541249330943 0.0013539454368169763 0.0013330726284307391 0.0010421869708610596 0.0014960128193430738 0.0012198733691964061 0.0010603840828999822 0.0012289202693135937
leaf_count=1177 279 271 434 377 326 184 73
internal_value=0 -0.00171138 -0.00448117 -0.00103696 0.010517 -0.00893558 -1.03419e-05
internal_weight=0 0.0090639 0.00773083 0.00668864 0.00271589 0.00397276 0.0022893
internal_count=3121 2842 2571 2137 703 1434 257
is_linear=0
shrinkage=0.1


Tree=4318
num_leaves=10
num_cat=0
split_feature=484 133 4 133 15 16 51 16 42
split_gain=0.000139599 0.000142478 8.19507e-05 0.000103598 8.06678e-05 0.00010125 0.000131657 0.000109074 8.72291e-05
threshold=-1.0000000180025095e-35 0.10622000000000002 0.27044500000000005 0.083950000000000011 0.024640000000000006 -0.013324999999999998 0.082455000000000014 0.26676500000000009 0.081660000000000024
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 6 -2 -7 -6
right_child=1 -3 -4 -5 8 7 -8 -9 -10
leaf_value=-0.00068404713378243101 -0.00052003270841451316 -0.00064936601144480091 0.00051254414625510317 0.00055293530964652322 -0.00078871974665572001 0.00067772217745018829 0.00028425963808383987 -7.3396532660997531e-05 2.2317499159770419e-05
leaf_weight=0.0010901967356696527 0.0018045503718226506 0.0010309355086428806 0.0016735825702339875 0.0013156741154060512 0.0010062444048329546 0.0016104751110476375 0.0013815560965951216 0.0013804258259791423 0.0010335055587328919
leaf_count=515 194 370 326 360 431 260 153 207 305
internal_value=0 4.81873e-05 0.000112361 4.2102e-05 -3.9693e-05 7.19493e-05 -0.000171276 0.000331049 -0.000377781
internal_weight=0 0.0122369 0.011206 0.00953243 0.00821676 0.00617701 0.00318611 0.0029909 0.00203975
internal_count=3121 2606 2236 1910 1550 814 347 467 736
is_linear=0
shrinkage=0.00196078


Tree=4319
num_leaves=11
num_cat=0
split_feature=484 4 0 0 16 151 1 403 3 47
split_gain=8.65353e-05 8.38456e-05 0.000120251 9.85896e-05 8.40652e-05 0.000102231 0.000137874 8.59341e-05 0.000122698 4.30242e-05
threshold=-1.0000000180025095e-35 -0.49405499999999997 1.0000000180025095e-35 -0.053834999999999994 0.0065250000000000004 -0.044604999999999992 0.10089500000000001 0.03138500000000001 -0.0080949999999999998 0.088195000000000009
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 5 -3 7 8 -7 -8
right_child=1 2 -4 -5 -6 6 9 -9 -10 -11
leaf_value=-0.00055536424287656134 -0.0004677961385404831 -0.0004544819111471012 0.00066886093092904649 -0.00051017277488754793 0.00054558822901301857 -0.00078794173036232336 0.00081474304578380409 0.00037440313445975468 8.1392734575101589e-05 0.0002592695067074746
leaf_weight=0.0010129587585691229 0.00112693097568405 0.0014528236985136287 0.0012399277815893185 0.0011824372425095148 0.0013362794287333788 0.0011179490404960445 0.0010087172142074744 0.0010080594216534122 0.001413323291876269 0.0011442086597447136
leaf_count=515 133 287 170 176 326 966 160 232 90 66
internal_value=0 4.13755e-05 9.39998e-05 2.02414e-05 9.41896e-05 9.76865e-06 0.000128258 -0.000109745 -0.000302553 0.000519527
internal_weight=0 0.0120307 0.0109037 0.0096638 0.00848136 0.00714508 0.00569226 0.00353933 0.00253127 0.00215293
internal_count=3121 2606 2473 2303 2127 1801 1514 1288 1056 226
is_linear=0
shrinkage=0.00196078


Tree=4320
num_leaves=9
num_cat=0
split_feature=4 15 12 52 4 15 0 0
split_gain=2.15155e-05 6.37426e-05 4.10802e-05 4.38115e-05 4.94611e-05 5.9229e-05 5.60202e-05 5.51718e-05
threshold=0.24564500000000003 -0.15026499999999995 0.10124000000000001 -0.088204999999999992 -0.0016099999999999997 0.084050000000000014 0.024095000000000002 -0.10224499999999999
decision_type=2 2 2 2 2 2 2 2
left_child=2 -2 3 -1 5 6 -5 -6
right_child=1 -3 -4 4 7 -7 -8 -9
leaf_value=-0.01508453280925255 0.024966183838505473 -0.0094870291740210798 -0.021065273255558487 0.033977700795501144 -0.020657446924236267 -0.0078731383140052645 0.0028148851320796784 0.0097857302319345595
leaf_weight=0.0014799794672813353 0.0011473326502585439 0.0010094608417477353 0.0010295802604973273 0.0013556814464389085 0.0013081531712877095 0.0010456469522083086 0.0010041329320447136 0.0010924363055658044
leaf_count=555 266 160 343 496 162 804 91 244
internal_value=0 0.00884078 -0.00236772 0.000274404 0.00418944 0.0119387 0.0207175 -0.00680367
internal_weight=0 0.00215679 0.00831561 0.00728603 0.00580605 0.00340546 0.00235981 0.00240059
internal_count=3121 426 2695 2352 1797 1391 587 406
is_linear=0
shrinkage=0.1


Tree=4321
num_leaves=8
num_cat=0
split_feature=52 49 43 16 0 52 47
split_gain=2.1796e-05 2.72109e-05 2.97147e-05 6.66811e-05 0.000164484 4.99224e-05 5.18801e-05
threshold=0.15915500000000002 -0.080089999999999981 -0.095049999999999982 0.22339500000000004 -0.076899999999999982 -0.0064899999999999992 0.079855000000000023
decision_type=2 2 2 2 2 2 2
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right_child=-2 2 3 -5 -6 6 -8
leaf_value=0.014221991240087993 -0.014069605616030864 -0.012341149941963617 -0.018964490609206307 -0.020237191425342402 0.039463969827388118 0.016925608384611397 -0.011085934386491726
leaf_weight=0.0014152735888399151 0.0010026092293544077 0.0017495491427204687 0.0012799504129112492 0.001077677581974904 0.0012054925031725755 0.0015538775645849942 0.0011509198640266491
leaf_count=234 368 361 456 337 434 794 137
internal_value=0 0.00143846 -0.000818139 0.00239825 0.00709817 -0.00269335 0.0050064
internal_weight=0 0.00943274 0.00801747 0.00626792 0.00519024 0.00398475 0.0027048
internal_count=3121 2753 2519 2158 1821 1387 931
is_linear=0
shrinkage=0.1


Tree=4322
num_leaves=9
num_cat=0
split_feature=11 13 15 49 47 4 52 0
split_gain=2.02872e-05 3.81813e-05 4.75749e-05 6.34001e-05 5.04734e-05 0.000109997 4.66572e-05 9.15399e-06
threshold=0.078340000000000007 -0.094514999999999988 0.088655000000000025 -0.054984999999999992 0.092530000000000015 -0.084369999999999987 -0.0064899999999999992 -0.086284999999999987
decision_type=2 2 2 2 2 2 2 2
left_child=1 7 3 -3 5 -5 -7 -1
right_child=-2 2 -4 4 -6 6 -8 -9
leaf_value=0.0068926610152345268 -0.01344850802704836 -0.020350602566114966 -0.020747536723622506 -0.013202432974925652 -0.0078185602875591904 0.0098291745862446583 0.038269987342733396 0.020341043084875401
leaf_weight=0.001019062241601058 0.0010184237711005845 0.0010939067678842002 0.0011366160627558266 0.001077708855900692 0.0017155647722260064 0.0010511934578232927 0.0012781739946528231 0.0010055866352357851
leaf_count=235 208 228 618 343 267 512 611 99
internal_value=0 0.00141201 -0.0019362 0.00150321 0.00616995 0.0132136 0.0254353 0.0135721
internal_weight=0 0.00937781 0.00735316 0.00621655 0.00512264 0.00340708 0.00232937 0.00202465
internal_count=3121 2913 2579 1961 1733 1466 1123 334
is_linear=0
shrinkage=0.1


Tree=4323
num_leaves=10
num_cat=0
split_feature=11 43 42 3 13 52 3 2 4
split_gain=3.64863e-05 4.19603e-05 7.74423e-05 0.00010621 6.97766e-05 5.50817e-05 5.82971e-05 9.40106e-05 3.25642e-05
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decision_type=2 2 2 2 2 2 2 2 2
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right_child=-2 4 -4 -5 5 6 7 -9 -10
leaf_value=-0.0003669575632817761 -0.00035098370222102305 0.00047384339687217114 0.00057334866840771167 0.00045250387657959845 -0.00053613576384611069 -0.0004064241491999572 0.00045834513024351094 -0.00031753035107767816 -7.7449866225017479e-06
leaf_weight=0.0014073018033314518 0.0010857593710675842 0.001075438870881712 0.0013321489039910938 0.0010707592498163374 0.0013039993637691209 0.0012787861862514163 0.0013406163790063885 0.0010874458876307808 0.001083867500230002
leaf_count=783 199 68 323 226 230 889 100 85 218
internal_value=0 2.58098e-05 0.000192086 -1.28719e-05 -6.25492e-05 -0.000189525 -6.75943e-05 0.000110857 0.000232109
internal_weight=0 0.0109804 0.00381021 0.00247806 0.00717015 0.00501085 0.00370685 0.00242806 0.00215931
internal_count=3121 2922 1332 1009 1590 1304 1074 185 286
is_linear=0
shrinkage=0.00196078


Tree=4324
num_leaves=10
num_cat=0
split_feature=133 13 42 12 12 15 15 16 151
split_gain=9.68239e-05 0.000109985 5.95923e-05 5.30819e-05 5.78696e-05 8.79706e-05 0.000100288 8.35886e-05 6.02752e-05
threshold=0.10622000000000002 -0.23438999999999996 0.09832500000000001 0.092355000000000007 0.088105000000000003 0.024640000000000006 -0.016799999999999995 -0.056919999999999991 -0.00099499999999999979
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 6 7 8 -3
right_child=-2 2 -4 -5 -6 -7 -8 -9 -10
leaf_value=0.00059522726225060745 -0.00058831002520756269 -0.00032789729544773042 0.00041394017279051173 -0.00041050696375396866 0.00032378670501799766 -0.00062490632974152049 0.00046902750650505394 -0.00058300221041887742 0.00028734194139910438
leaf_weight=0.0012442479139827605 0.0010107491301811671 0.0010101674723355775 0.0010793783002921711 0.0015001011622885517 0.0016061969412311267 0.0010044370526278434 0.001346632582293803 0.0011945539870071359 0.0015541100277248073
leaf_count=157 435 104 210 514 445 430 268 323 235
internal_value=0 4.45849e-05 -2.19617e-05 -7.30134e-05 -7.40062e-06 -9.44646e-05 9.89331e-06 -0.000154595 4.49756e-05
internal_weight=0 0.0115398 0.0102956 0.0092162 0.0077161 0.0061099 0.00510546 0.00375883 0.00256428
internal_count=3121 2686 2529 2319 1805 1360 930 662 339
is_linear=0
shrinkage=0.00196078


Tree=4325
num_leaves=9
num_cat=0
split_feature=52 52 4 0 1 1 2 4
split_gain=6.52827e-05 7.42684e-05 5.37619e-05 0.000149883 7.65259e-05 8.08247e-05 0.000153694 3.3258e-05
threshold=0.19022000000000003 0.11008000000000001 -0.35136499999999998 -0.060129999999999996 1.0000000180025095e-35 0.11181500000000001 0.089775000000000008 -0.0016099999999999997
decision_type=2 2 2 2 2 2 2 2
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right_child=-2 -3 3 -5 5 -7 -8 -9
leaf_value=-0.00037844130133200837 -0.00048216074526563624 0.00053371699255125163 -0.00047115776763086175 0.0005742929877500468 8.5120226541046689e-05 -0.00030986137105405861 0.00063801780311079884 -0.00039988365025007218
leaf_weight=0.001344738776840766 0.001010788395085521 0.0010534219117885593 0.0015171855395537132 0.0016559169560906974 0.0010976035638232276 0.0018690224038825612 0.0016540068124893323 0.0010769200563648103
leaf_count=199 350 183 1195 279 367 246 179 123
internal_value=0 3.80169e-05 -1.31002e-05 4.22834e-05 -7.98228e-05 2.43848e-05 0.000187558 -0.000155075
internal_weight=0 0.0112688 0.0102154 0.00887066 0.00721474 0.00569755 0.00382853 0.00217452
internal_count=3121 2771 2588 2389 2110 915 669 490
is_linear=0
shrinkage=0.00196078


Tree=4326
num_leaves=8
num_cat=0
split_feature=52 160 0 16 1 16 16
split_gain=2.30537e-05 6.92575e-05 5.26983e-05 5.02794e-05 7.56739e-05 8.01933e-05 4.54368e-05
threshold=-0.057699999999999994 -1.0000000180025095e-35 -0.15202999999999997 -0.056919999999999991 0.08844500000000001 -0.27167499999999994 0.22339500000000004
decision_type=2 2 2 2 2 2 2
left_child=2 -2 -1 4 -3 -6 -4
right_child=1 3 6 -5 5 -7 -8
leaf_value=-0.011175319436180227 -0.023469001889529814 -0.010080174181325251 0.031376821245125329 -0.012289437504569005 -0.00025348373188006321 0.034832319410303937 0.0018636568533436989
leaf_weight=0.0010479268082726478 0.0013620924397547956 0.0015232335877527923 0.0010216658149302857 0.0018271390852410471 0.0012542746707170426 0.0013554092840893509 0.0010658535773598629
leaf_count=69 753 769 480 218 223 232 377
internal_value=0 -0.00312501 0.00712246 0.00152434 0.00763133 0.0179693 0.0163079
internal_weight=0 0.00732215 0.00313545 0.00596006 0.00413292 0.00260968 0.00208752
internal_count=3121 2195 926 1442 1224 455 857
is_linear=0
shrinkage=0.1


Tree=4327
num_leaves=9
num_cat=0
split_feature=48 48 51 1 4 0 3 0
split_gain=5.36908e-05 0.000102548 0.000120145 7.71845e-05 5.02435e-05 6.25929e-05 5.49336e-05 3.12896e-05
threshold=0.11951500000000001 0.092475000000000016 0.087505000000000013 0.111945 -1.0000000180025095e-35 -0.10224499999999999 -0.047929999999999993 -0.055064999999999996
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 4 6 -6 7 -1
right_child=-2 -3 -4 -5 5 -7 -8 -9
leaf_value=6.7984872501554544e-05 -0.00043172542415151316 0.00054238502810551156 -0.0006781894898705347 0.00038396967848134192 -0.0005952931496540346 2.4798910809261432e-05 0.00032672365832263871 -0.00037062279680661372
leaf_weight=0.0014646709228377675 0.0010502569486469304 0.001332639991497458 0.001008956410409041 0.0019183351175216861 0.0012400461485529935 0.0012635879569015173 0.0018163074247039821 0.0010912101636127683
leaf_count=1271 114 251 307 327 189 318 189 155
internal_value=0 3.20451e-05 -3.73308e-05 3.61951e-05 -6.0833e-05 -0.000282332 6.60033e-05 -0.000119275
internal_weight=0 0.0111358 0.00980311 0.00879416 0.00687582 0.00250363 0.00437219 0.00255588
internal_count=3121 3007 2756 2449 2122 507 1615 1426
is_linear=0
shrinkage=0.00196078


Tree=4328
num_leaves=8
num_cat=0
split_feature=11 48 0 51 0 0 2
split_gain=4.41502e-05 5.99575e-05 0.000120766 4.5399e-05 7.79948e-05 0.000135614 0.000100591
threshold=0.080455000000000013 0.016865000000000002 -0.20211999999999997 -0.090529999999999985 -0.11756999999999999 -0.10011499999999998 0.093680000000000013
decision_type=2 2 2 2 2 2 2
left_child=1 3 -3 -1 -5 -6 -7
right_child=-2 2 -4 4 5 6 -8
leaf_value=0.00026356482681343747 -0.00039816291257485279 -0.00013642072140293137 0.00062021009604170839 -0.0005197770833017968 0.00055102047637730354 -0.00051223557491739743 0.00011873678193543889
leaf_weight=0.0013733335492356561 0.0010081317927416881 0.0015682653405664215 0.0016796744862311854 0.0015099410665326048 0.0012428488976969545 0.0019204429959221777 0.0019656781861812408
leaf_count=318 189 82 494 214 112 1307 405
internal_value=0 3.01461e-05 0.000254871 -6.09512e-05 -0.000128081 -1.27678e-05 -0.000193077
internal_weight=0 0.0112602 0.00324794 0.00801224 0.00663891 0.00512897 0.00388612
internal_count=3121 2932 576 2356 2038 1824 1712
is_linear=0
shrinkage=0.00196078


Tree=4329
num_leaves=7
num_cat=0
split_feature=16 1 15 150 16 16
split_gain=2.21428e-05 5.20816e-05 5.36505e-05 2.94974e-05 5.48566e-05 5.3265e-05
threshold=0.38525000000000004 0.077565000000000009 0.088235000000000022 0.080470000000000014 -0.36241499999999999 -0.056919999999999991
decision_type=2 2 2 2 2 2
left_child=1 2 -1 4 -3 -6
right_child=-2 3 -4 -5 5 -7
leaf_value=-0.023593126480269826 0.011707423922659593 -0.020725742467783012 0.0043274621779151217 0.015407999110760177 0.017027144057228147 -0.0072887414029611953
leaf_weight=0.0017938162278989117 0.001388547870066501 0.0010501805176840288 0.001116617144500712 0.0015259769196141696 0.0018590916944291717 0.0017478160611536324
leaf_count=1107 311 212 404 295 388 404
internal_value=0 -0.0018505 -0.0128811 0.00334173 -0.000611998 0.00524428
internal_weight=0 0.0090935 0.00291043 0.00618307 0.00465709 0.00360691
internal_count=3121 2810 1511 1299 1004 792
is_linear=0
shrinkage=0.1


Tree=4330
num_leaves=9
num_cat=0
split_feature=50 160 156 16 0 3 15 2
split_gain=4.3928e-05 5.18219e-05 4.49418e-05 7.13997e-05 6.91007e-05 0.000106481 7.61366e-05 3.74768e-05
threshold=0.088425000000000017 -0.085579999999999976 0.08426500000000002 0.38525000000000004 -0.10011499999999998 -0.080634999999999984 -0.070929999999999979 0.089885000000000007
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 3 4 6 -6 7 -3
right_child=-2 2 -4 -5 5 -7 -8 -9
leaf_value=0.00043228393913705842 -0.00035952248804313935 -0.00030261285840441532 -0.00039898528201385631 0.00045200335493473577 4.45951315769833e-05 -0.00068428546707997569 0.00050418431392815492 0.00013981516327122074
leaf_weight=0.0011130061675723472 0.001230162526883149 0.0013250417662826752 0.0010427845418699835 0.0013198360154657697 0.0018251028380838164 0.0013336820723592253 0.001351754642204106 0.0016561242355721201
leaf_count=385 560 75 326 189 760 477 139 210
internal_value=0 3.12319e-05 -1.40653e-05 3.14873e-05 -4.25962e-05 -0.000263148 0.000118191 -5.68313e-05
internal_weight=0 0.0109673 0.00985433 0.00881154 0.00749171 0.00315878 0.00433292 0.00298117
internal_count=3121 2561 2176 1850 1661 1237 424 285
is_linear=0
shrinkage=0.00196078


Tree=4331
num_leaves=10
num_cat=0
split_feature=484 133 16 52 0 151 2 3 13
split_gain=9.90823e-05 0.000112546 0.000117468 0.000161227 9.6878e-05 9.02085e-05 0.000168582 9.35913e-05 2.94969e-05
threshold=-1.0000000180025095e-35 0.10622000000000002 -0.014034999999999997 0.096795000000000006 -0.053834999999999994 -0.0083949999999999979 0.099185000000000009 -0.078934999999999991 -0.010094999999999998
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 5 4 -4 -2 7 -7 -9
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leaf_value=-0.00071101465771037568 -0.00063553454018174286 -0.00071635763595815109 0.00028587997376833995 0.00083732363675012881 -0.00038167787262853949 -0.00073845997976216811 0.0004205832378313484 0.00016767348219671126 -0.00030480578015900322
leaf_weight=0.0010820302295399048 0.0014440563444865356 0.001015746339708125 0.0018933806627839038 0.0011628232361607892 0.0014963554746264597 0.0013342346200437907 0.0017131490390244128 0.0010096361513650739 0.0010224769225785988
leaf_count=515 193 370 520 83 258 607 285 218 72
internal_value=0 -9.16895e-05 -3.44037e-05 0.000207315 -8.80486e-06 -0.000203091 -8.01506e-05 -0.000334976 -7.00589e-05
internal_weight=0 0.0120919 0.0110761 0.00455256 0.00338974 0.00652355 0.0050795 0.00336635 0.00203211
internal_count=3121 2606 2236 861 778 1375 1182 897 290
is_linear=0
shrinkage=0.00196078


Tree=4332
num_leaves=10
num_cat=0
split_feature=159 15 52 4 4 0 2 0 4
split_gain=5.24174e-05 5.14006e-05 8.25581e-05 7.99629e-05 0.000132906 6.65789e-05 0.000119488 9.50003e-05 3.39495e-05
threshold=-0.032739999999999991 -0.15914499999999995 0.10347000000000002 -0.35136499999999998 -0.083854999999999985 -0.10011499999999998 0.092365000000000017 -0.076899999999999982 0.053180000000000012
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 -5 6 8 -7 -6
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leaf_weight=0.0010000149652287489 0.0012181327589604546 0.0011716095986963335 0.0013922823344913139 0.0010879225284369963 0.0011304720897468779 0.0010881093040882668 0.0015038724352715721 0.0012337769466879728 0.0013852461721274439
leaf_count=421 315 183 273 346 76 795 234 409 69
internal_value=0 3.22804e-05 -1.40725e-05 -8.57767e-05 -1.06985e-05 -0.000119323 3.33747e-05 -0.00038367 0.000294756
internal_weight=0 0.0112114 0.00999329 0.00860101 0.0074294 0.00634148 0.00401959 0.00232189 0.00251572
internal_count=3121 2700 2385 2112 1929 1583 379 1204 145
is_linear=0
shrinkage=0.00196078


Tree=4333
num_leaves=9
num_cat=0
split_feature=48 48 51 1 43 52 16 0
split_gain=4.27411e-05 0.000106308 0.000120258 7.46783e-05 5.84363e-05 8.50273e-05 6.2486e-05 0.000122808
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decision_type=2 2 2 2 2 2 2 2
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right_child=-2 -3 -4 -5 5 -7 -8 -9
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leaf_weight=0.0018025478201109668 0.0010427767729061814 0.0013136035216632829 0.0010108870996734529 0.0019072894235310509 0.0010620371052684763 0.0011202058650630507 0.0015423356332260781 0.0013850985918981689
leaf_count=542 114 251 307 327 124 397 560 499
internal_value=0 2.99647e-05 -4.00418e-05 3.3381e-05 -6.13963e-05 -0.000168476 -3.44459e-05 0.00016037
internal_weight=0 0.011144 0.0098304 0.00881951 0.00691223 0.00510968 0.00398947 0.00244714
internal_count=3121 3007 2756 2449 2122 1580 1183 623
is_linear=0
shrinkage=0.00196078


Tree=4334
num_leaves=10
num_cat=0
split_feature=52 52 474 52 16 2 0 2 0
split_gain=6.84106e-05 0.000110086 8.46764e-05 6.99078e-05 9.58228e-05 0.00010825 0.000166777 7.98221e-05 7.08419e-05
threshold=0.19022000000000003 0.11008000000000001 0.084410000000000013 -0.081429999999999989 -0.15241499999999997 0.10097500000000002 -0.077999999999999986 0.089885000000000007 -0.11756999999999999
decision_type=2 2 2 2 2 2 2 2 2
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right_child=-2 -3 -4 4 5 -7 -8 -9 -10
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leaf_weight=0.0010322758644683197 0.0010003318486730252 0.0010453597103424308 0.0010216788246055946 0.0015381902135666479 0.0019662315383430192 0.0011456297743710885 0.0010839868975004519 0.0011866896907890923 0.001335953795400786
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internal_value=0 2.37844e-05 -3.76869e-05 -9.66176e-05 -0.000191914 -0.000380843 -0.000187828 0.000207011 8.38965e-05
internal_weight=0 0.011356 0.0103106 0.00928896 0.00706999 0.00419585 0.00305022 0.00221897 0.00287414
internal_count=3121 2771 2588 2267 1660 1302 1140 607 358
is_linear=0
shrinkage=0.00196078


Tree=4335
num_leaves=10
num_cat=0
split_feature=133 133 15 43 3 43 16 4 1
split_gain=7.30838e-05 8.30359e-05 5.9465e-05 4.91605e-05 8.53978e-05 7.22882e-05 6.18938e-05 0.000108243 7.29062e-05
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decision_type=2 2 2 2 2 2 2 2 2
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right_child=-2 -3 -4 -5 5 6 -8 8 -10
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leaf_weight=0.0016600809186097911 0.0010133439451841782 0.0010530655475594194 0.0011763393049898799 0.00103383268424355 0.0014243357397942481 0.0014871374418960128 0.0010796859128946188 0.0013206171221976232 0.0014965764302906884
leaf_count=244 435 224 368 280 590 475 169 181 155
internal_value=0 3.3728e-05 -1.80748e-05 3.34073e-05 8.26847e-05 -1.45442e-05 8.93749e-05 0.000194667 -3.12474e-05
internal_weight=0 0.0117317 0.0106786 0.00950227 0.00846843 0.00680835 0.00538402 0.00430433 0.00281719
internal_count=3121 2686 2462 2094 1814 1570 980 811 336
is_linear=0
shrinkage=0.00196078


Tree=4336
num_leaves=10
num_cat=0
split_feature=159 43 40 42 15 12 2 15 4
split_gain=6.6623e-05 5.53459e-05 8.29239e-05 7.32284e-05 0.000136954 9.49019e-05 9.82994e-05 0.000132153 6.17542e-05
threshold=-0.032739999999999991 0.16180500000000003 -0.03549999999999999 0.091295000000000015 -0.10653 0.084100000000000022 0.093175000000000022 -0.040439999999999997 -0.082109999999999975
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 -4 6 7 -6 -7
right_child=1 -3 3 -5 5 8 -8 -9 -10
leaf_value=-0.00049376250646314694 0.00059478407340207576 -0.00040163963510382106 0.0004526210092281341 0.00038967611569555225 -0.00018883738175692368 -0.00020237644177800485 -0.00037796452013345074 0.00078225543179210146 -0.00085629322890535934
leaf_weight=0.0010062112335746136 0.0010625593834805757 0.0010252696097777314 0.0015567670759595092 0.0016562475165974666 0.0011609762105508096 0.0011374901319055782 0.0016090629627616149 0.0010053427622362839 0.0010847238689250327
leaf_count=421 286 195 259 431 57 404 207 209 652
internal_value=0 3.27671e-05 7.61212e-05 1.6287e-05 -6.55763e-05 -0.000200082 -1.08518e-05 0.000261826 -0.000521571
internal_weight=0 0.0112984 0.0102732 0.00921061 0.00755436 0.0059976 0.00377538 0.00216632 0.00222221
internal_count=3121 2700 2505 2219 1788 1529 473 266 1056
is_linear=0
shrinkage=0.00196078


Tree=4337
num_leaves=10
num_cat=0
split_feature=484 16 151 2 3 4 3 13 13
split_gain=0.00010365 6.54042e-05 0.000106772 0.000140896 9.34982e-05 6.82271e-05 0.0001156 8.27011e-05 4.14721e-05
threshold=-1.0000000180025095e-35 -0.014034999999999997 -0.044604999999999992 0.099185000000000009 -0.086769999999999986 -0.49405499999999997 -0.10023499999999998 -0.061684999999999997 -0.012549999999999997
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 -4 -3 -7 -8 -6
right_child=1 5 3 -5 8 6 7 -9 -10
leaf_value=-0.00061677995694472227 -0.00066406434100648348 -0.00022136411055525746 -0.00067218823113193412 0.00046395387643565693 0.0002209330545869418 0.00090606486596873145 0.00054762862461826486 -0.00013620040322298769 -0.00025747681085964166
leaf_weight=0.0010041172512532991 0.0010380073800038215 0.0010926928200865188 0.0011147407260078475 0.0018562885800550563 0.0015031787615945159 0.0010035195493750051 0.0011194410958912414 0.0017319114676652141 0.0012983954613321627
leaf_count=515 173 131 383 341 588 127 390 291 182
internal_value=0 3.9541e-05 -8.51013e-05 1.90056e-05 -0.000191895 0.000211118 0.000333709 0.000132271 -7.87003e-07
internal_weight=0 0.0117582 0.00681061 0.0057726 0.00391631 0.00494756 0.00385487 0.00285135 0.00280157
internal_count=3121 2606 1667 1494 1153 939 808 681 770
is_linear=0
shrinkage=0.00196078


Tree=4338
num_leaves=8
num_cat=0
split_feature=50 15 16 2 52 16 15
split_gain=2.54206e-05 4.13103e-05 3.7576e-05 9.12919e-05 6.8696e-05 7.75448e-05 4.3901e-05
threshold=0.088425000000000017 -0.15914499999999995 -0.084119999999999986 0.092755000000000018 0.10347000000000002 0.26676500000000009 -0.0063699999999999989
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 -3 5 6 -4
right_child=-2 2 4 -5 -6 -7 -8
leaf_value=0.020032336119639328 -0.014702576089413603 0.0040482914586125402 -0.0068146835690914218 -0.030332563741122306 0.027628699754279201 -0.024289228679757593 0.01677667577018107
leaf_weight=0.0010609760128819064 0.0010886736158003838 0.0019794593142180832 0.0013898451174618083 0.0012664539914922527 0.0010192670633620594 0.0010902000096502319 0.0018240222479342151
leaf_count=314 560 441 480 242 250 339 495
internal_value=0 0.00141877 -0.000885817 -0.00936604 0.00428502 -0.00124311 0.00657453
internal_weight=0 0.00963022 0.00856925 0.00324591 0.00532333 0.00430407 0.00321387
internal_count=3121 2561 2247 683 1564 1314 975
is_linear=0
shrinkage=0.1


Tree=4339
num_leaves=8
num_cat=0
split_feature=1 3 12 43 52 16 0
split_gain=2.17042e-05 4.05444e-05 0.000112928 4.02981e-05 6.04979e-05 6.13566e-05 0.000123348
threshold=0.10439500000000002 0.11296500000000002 0.091200000000000017 -0.083134999999999987 0.090245000000000006 -0.056919999999999991 -0.10224499999999999
decision_type=2 2 2 2 2 2 2
left_child=3 2 -2 -1 5 6 -5
right_child=1 -3 -4 4 -6 -7 -8
leaf_value=0.0084517727296782204 0.037605502387730062 -0.0066627333946450238 -0.005756861946746049 -0.017019212943344155 -0.028816056026565937 -0.021241349837790857 0.028279089870623976
leaf_weight=0.0019287989160908974 0.0010918522057938992 0.0016234177810994406 0.0013348111892471561 0.0011445613626564343 0.0011355025153781829 0.0011572188859762496 0.0012660840505691344
leaf_count=662 275 208 202 143 474 575 582
internal_value=0 0.00556999 0.0137536 -0.0037206 -0.00871236 -0.00231419 0.0067717
internal_weight=0 0.00405008 0.00242666 0.00663217 0.00470337 0.00356786 0.00241065
internal_count=3121 685 477 2436 1774 1300 725
is_linear=0
shrinkage=0.1


Tree=4340
num_leaves=9
num_cat=0
split_feature=0 1 15 3 2 3 3 15
split_gain=4.44076e-05 4.60413e-05 5.81802e-05 8.02149e-05 7.08252e-05 0.000121616 6.43863e-05 5.17036e-05
threshold=0.15398500000000004 0.077565000000000009 0.035560000000000008 -0.10519499999999998 0.089775000000000008 0.10893000000000001 -1.0000000180025095e-35 0.088235000000000022
decision_type=2 2 2 2 2 2 2 2
left_child=1 7 3 -3 6 -6 -5 -1
right_child=-2 2 -4 4 5 -7 -8 -9
leaf_value=-0.00048981760648987615 0.00037254348116220256 0.00054702319061137748 -0.00034442070917900671 -0.000619515006763772 0.00066665079548639873 -0.00014517301050949764 1.6861682023538936e-05 3.761019945910551e-05
leaf_weight=0.0016344634546238083 0.0010608096588070543 0.001270041806681446 0.0013380589686740078 0.0010220873600982052 0.0012612662840421228 0.0016216185346857662 0.0015207248407667247 0.0012696969786827701
leaf_count=1190 60 214 400 309 223 187 136 402
internal_value=0 -4.76411e-05 2.88456e-05 0.000103438 -3.95811e-07 0.000210001 -0.000238931 -0.000259227
internal_weight=0 0.010938 0.0080338 0.00669574 0.0054257 0.00288288 0.00254281 0.00290416
internal_count=3121 3061 1469 1069 855 410 445 1592
is_linear=0
shrinkage=0.00196078


Tree=4341
num_leaves=9
num_cat=0
split_feature=484 15 12 151 0 0 4 16
split_gain=0.000104544 5.90656e-05 9.29429e-05 8.07492e-05 0.000116513 8.60128e-05 6.68902e-05 0.000129562
threshold=-1.0000000180025095e-35 1.0000000180025095e-35 0.088305000000000008 -0.044604999999999992 -0.13027499999999997 -0.078904999999999989 -0.49405499999999997 0.22339500000000004
decision_type=2 2 2 2 2 2 2 2
left_child=-1 3 -3 -2 -5 -6 -7 -8
right_child=1 2 -4 4 5 6 7 -9
leaf_value=-0.00061587241998786897 -0.00026981633313973686 -0.00064238587542335044 6.7183788980126671e-05 0.00061951927779049364 -0.00035640432808953145 -0.00019892493065562389 0.00081293419141275378 -0.00010001797035329519
leaf_weight=0.0010098069423083765 0.0015956705867178874 0.0011148244968476467 0.00195309097757376 0.0019890524294042143 0.0013879901668264766 0.0010199985580658134 0.0013213656653024335 0.0010911734385741717
leaf_count=515 357 471 610 178 457 108 230 195
internal_value=0 4.22067e-05 -0.000190661 0.000127203 0.000220236 5.5483e-05 0.000222035 0.000400013
internal_weight=0 0.0114732 0.00306792 0.00840525 0.00680958 0.00482053 0.00343254 0.00241254
internal_count=3121 2606 1081 1525 1168 990 533 425
is_linear=0
shrinkage=0.00196078


Tree=4342
num_leaves=8
num_cat=0
split_feature=42 157 52 49 47 16 4
split_gain=2.6459e-05 3.20157e-05 4.69491e-05 5.08499e-05 5.36369e-05 9.8389e-05 6.50088e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.081429999999999989 0.065470000000000014 0.086380000000000012 -0.11227499999999999 -0.055319999999999994
decision_type=2 2 2 2 2 2 2
left_child=-1 -2 -3 4 5 -4 -7
right_child=1 2 3 -5 -6 6 -8
leaf_value=-0.011119776440009641 -0.013041309958950559 0.021591536182478631 0.02373292247137725 0.020946659542882051 -0.02322096426722961 0.0029625810741897196 -0.028386609289044559
leaf_weight=0.0018347514574795715 0.0012099116394851854 0.0013236311330142025 0.0013883668298998457 0.0010527680344288902 0.0010609258394259462 0.0017658870319851195 0.0010576808972768503
leaf_count=862 504 365 309 209 125 531 216
internal_value=0 0.00207404 0.00446489 0.000881156 -0.00312508 0.00193678 -0.00878052
internal_weight=0 0.00885917 0.00764926 0.00632563 0.00527286 0.00421193 0.00282357
internal_count=3121 2259 1755 1390 1181 1056 747
is_linear=0
shrinkage=0.1


Tree=4343
num_leaves=9
num_cat=0
split_feature=3 50 160 4 3 0 52 43
split_gain=2.26019e-05 3.38469e-05 3.20016e-05 5.09516e-05 7.82506e-05 9.62205e-05 7.32957e-05 3.18078e-05
threshold=0.149315 0.07826000000000001 -0.081639999999999976 0.0061450000000000003 -0.074084999999999998 -0.15599999999999997 -0.066844999999999988 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 -1 6 -5 -6 -4 -8
right_child=-2 -3 3 4 5 -7 7 -9
leaf_value=0.015824536097874427 0.012947197011277415 -0.018179600485752935 -0.031692423742359997 0.023468676301159511 0.017538582327383423 -0.021954525532811568 -0.012537553838446517 0.012469444197330589
leaf_weight=0.0011574662133822791 0.001169267264932875 0.0011120603513566614 0.0011520147367746732 0.0015013849967241083 0.0010646399362372445 0.0014669503922771503 0.0010247719433266445 0.0010098989053555474
leaf_count=419 168 584 531 268 82 248 570 251
internal_value=0 -0.00178775 0.000388267 -0.0020865 0.00538104 -0.00534602 -0.0115372 -0.000125453
internal_weight=0 0.00948919 0.00837713 0.00721966 0.00403298 0.00253159 0.00318669 0.00203467
internal_count=3121 2953 2369 1950 598 330 1352 821
is_linear=0
shrinkage=0.1


Tree=4344
num_leaves=8
num_cat=0
split_feature=52 160 52 2 3 15 52
split_gain=2.69877e-05 5.73343e-05 4.95975e-05 7.40581e-05 9.45017e-05 9.09041e-05 4.54081e-05
threshold=-0.057699999999999994 -1.0000000180025095e-35 0.10347000000000002 0.10613000000000002 -0.0087149999999999988 0.088235000000000022 -0.088204999999999992
decision_type=2 2 2 2 2 2 2
left_child=6 -2 3 4 5 -3 -1
right_child=1 2 -4 -5 -6 -7 -8
leaf_value=-0.0019957914000086484 -0.02186241054471047 -0.025957698301446553 0.01801920850421506 -0.024114753801694439 0.028941976175664526 0.013093104220497113 0.022471281055067724
leaf_weight=0.0019465714267854065 0.0013787074038980902 0.0012409727887726101 0.0013026689016561394 0.0013218495168756113 0.0010379231964209629 0.0011471389221517155 0.0012428135292799748
leaf_count=680 753 598 204 215 105 320 246
internal_value=0 -0.0034591 0.00073437 -0.00400804 0.00374963 -0.00719949 0.00753834
internal_weight=0 0.00742926 0.00605055 0.00474788 0.00342603 0.00238811 0.00318938
internal_count=3121 2195 1442 1238 1023 918 926
is_linear=0
shrinkage=0.1


Tree=4345
num_leaves=10
num_cat=0
split_feature=484 42 47 16 16 133 15 2 12
split_gain=8.79806e-05 7.70939e-05 6.81084e-05 9.75571e-05 7.95617e-05 6.98141e-05 9.28505e-05 8.64425e-05 5.04781e-05
threshold=-1.0000000180025095e-35 0.10194000000000002 0.10980000000000002 -0.014034999999999997 0.26676500000000009 0.083950000000000011 -0.03241999999999999 0.089885000000000007 0.088245000000000004
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 5 8 6 7 -2 -5
right_child=1 -3 -4 4 -6 -7 -8 -9 -10
leaf_value=-0.00056404603436060107 -0.00042111967283430343 -0.00048105482037503035 0.00051773016038570373 0.00023577363263446393 -0.0001731512589725986 0.00030352501490048375 -0.00063417611177400278 0.0002557169011939649 0.00078158483305142828
leaf_weight=0.0010108630739655089 0.0012874921210442598 0.0010021934448965182 0.0012503413981734398 0.0016447049157924606 0.0010985484249321303 0.0011219386941027244 0.0015365815677278955 0.0016619188394195663 0.0010787044739449198
leaf_count=515 160 319 119 382 255 307 648 253 163
internal_value=0 3.89266e-05 8.77197e-05 3.07032e-05 0.000272285 -0.000133941 -0.000243351 -3.97393e-05 0.000451962
internal_weight=0 0.0116824 0.0106802 0.00942989 0.00382196 0.00560793 0.00448599 0.00294941 0.00272341
internal_count=3121 2606 2287 2168 800 1368 1061 413 545
is_linear=0
shrinkage=0.00196078


Tree=4346
num_leaves=10
num_cat=0
split_feature=484 42 15 16 0 49 3 0 0
split_gain=0.000130599 9.31015e-05 8.63427e-05 9.11162e-05 0.000107006 0.000184082 0.000106766 8.5204e-05 7.25264e-05
threshold=-1.0000000180025095e-35 0.10194000000000002 -0.10653 -0.014034999999999997 -0.10224499999999999 -0.043469999999999995 -0.078934999999999991 -0.053834999999999994 0.12500000000000003
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 -4 -6 -5 -9
right_child=1 -3 3 7 6 -7 -8 8 -10
leaf_value=-0.00068162115252536841 0.00047276601417966732 -0.00051418544413004666 3.4253983591012497e-05 0.00057899596435317089 -0.0002804875991781716 -0.0010840795800425263 0.0005219475035610862 -0.0002980213377099655 0.00038205562639826004
leaf_weight=0.0010199439081225925 0.00198194829766797 0.0010299555164547452 0.0012549899521162077 0.0016550278803925508 0.0012960892517650249 0.0010305817945692776 0.0012545370296071232 0.0013628334779316469 0.0010811900410021349
leaf_count=515 374 319 105 510 697 92 237 219 53
internal_value=0 4.93512e-05 0.000102517 2.03908e-05 -0.0001619 -0.000470011 0.000114194 0.000235463 2.83192e-06
internal_weight=0 0.0119472 0.0109172 0.00893525 0.0048362 0.00228557 0.00255063 0.00409905 0.00244402
internal_count=3121 2606 2287 1913 1131 197 934 782 272
is_linear=0
shrinkage=0.00196078


Tree=4347
num_leaves=10
num_cat=0
split_feature=48 48 51 0 0 0 0 43 4
split_gain=4.50615e-05 8.23392e-05 9.87552e-05 7.83588e-05 5.23905e-05 0.000128949 8.88018e-05 6.54919e-05 3.65943e-05
threshold=0.12230500000000001 0.092475000000000016 0.087505000000000013 -0.17169499999999996 -0.077999999999999986 -0.10011499999999998 -0.11756999999999999 -0.074359999999999996 -0.27825499999999997
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 6 -5 -6 -9
right_child=-2 -3 -4 4 7 -7 -8 8 -10
leaf_value=0.00054361686492029741 -0.00040499742854027866 0.00048175838548222648 -0.00061728590936983721 -0.00031524592953569486 0.0003934545739999435 -0.0007262236778926524 0.0004151424640484864 -0.0003676360917270666 0.00014658804113739594
leaf_weight=0.0010155797896314895 0.0010108640956104269 0.0013475206549321316 0.0010055231253069509 0.0012835106618862471 0.0018336630238771643 0.0012174268727322881 0.0012764717808244116 0.0010708555113169912 0.0010575046406053933
leaf_count=111 108 257 307 200 307 1156 129 132 414
internal_value=0 2.74159e-05 -3.53097e-05 3.15309e-05 -3.56657e-05 -0.000200886 4.89441e-05 0.000121856 -0.000112137
internal_weight=0 0.0111081 0.00976054 0.00875501 0.00773943 0.00377741 0.00255998 0.00396202 0.00212836
internal_count=3121 3013 2756 2449 2338 1485 329 853 546
is_linear=0
shrinkage=0.00196078


Tree=4348
num_leaves=11
num_cat=0
split_feature=484 41 474 52 52 52 47 42 2 16
split_gain=0.000178827 0.000102617 0.000108627 7.87009e-05 0.000123644 6.34669e-05 5.75185e-05 7.98125e-05 8.32114e-05 9.30117e-05
threshold=-0.0068949999999999992 0.075585000000000013 0.084660000000000027 -0.081429999999999989 -0.0027449999999999996 -0.24456499999999998 0.09550500000000002 0.088380000000000014 0.11144000000000001 -0.078844999999999985
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 5 -5 -2 7 8 9 -6
right_child=1 -3 -4 4 6 -7 -8 -9 -10 -11
leaf_value=-0.00080712425948766149 4.3291563084971373e-05 -0.00053583700613949218 0.00070898940825861575 -0.00064126490963775759 -2.2233692463031894e-05 0.00071552836158843692 0.0003781385901642762 0.0003438831478872598 0.00030289075678510333 -0.00069725301024565979
leaf_weight=0.001016373858354575 0.0010914683887268983 0.001062010309008341 0.0010294270848365062 0.0011495110511216631 0.0016687370327488262 0.0010686162665650202 0.0016073250390120806 0.0015134511725418453 0.0010274678130273857 0.0014816194901964355
leaf_count=503 259 146 247 166 611 246 131 457 128 227
internal_value=0 4.76243e-05 0.000100869 4.18565e-05 -4.35428e-05 0.000375854 5.05969e-05 -4.19071e-05 -0.000181663 -0.000339697
internal_weight=0 0.0126996 0.0116376 0.0106082 0.00844811 0.00216008 0.0072986 0.00569128 0.00417782 0.00315036
internal_count=3121 2618 2472 2225 1720 505 1554 1423 966 838
is_linear=0
shrinkage=0.00196078


Tree=4349
num_leaves=9
num_cat=0
split_feature=52 0 52 160 133 2 4 1
split_gain=2.18842e-05 4.88245e-05 5.55516e-05 4.7149e-05 4.98828e-05 6.0268e-05 6.96472e-05 4.71097e-05
threshold=-0.057699999999999994 -0.15202999999999997 -0.22660999999999995 -1.0000000180025095e-35 -1.0000000180025095e-35 0.10097500000000002 -0.080924999999999983 0.10124500000000002
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 -3 -2 -5 6 -6 -7
right_child=3 2 -4 4 5 7 -8 -9
leaf_value=-0.010603217997548436 -0.019734996912789363 -0.0017360770620782004 0.030500371654258493 -0.019240792434580239 0.035053749169693761 -0.022485207610260696 0.0026379095659221875 0.006934805655749718
leaf_weight=0.0010824125171403631 0.0013925802995363541 0.0010030988333828619 0.0011444781595351611 0.0010444582182203991 0.0010325158124313213 0.00109014927876369 0.0018510960725444878 0.0010869844089336886
leaf_count=69 753 387 470 620 197 103 363 159
internal_value=0 0.00671473 0.0154432 -0.00313111 0.000656188 0.00476261 0.0142448 -0.00779658
internal_weight=0 0.00322999 0.00214758 0.00749778 0.0061052 0.00506075 0.00288361 0.00217713
internal_count=3121 926 857 2195 1442 822 560 262
is_linear=0
shrinkage=0.1


Tree=4350
num_leaves=9
num_cat=0
split_feature=3 39 133 43 4 48 4 0
split_gain=2.29723e-05 4.44536e-05 5.23875e-05 6.65305e-05 9.01245e-05 0.000107378 6.75231e-05 5.3984e-05
threshold=0.149315 0.085060000000000011 1.0000000180025095e-35 -0.088004999999999986 -0.077834999999999988 0.085845000000000019 -1.0000000180025095e-35 -0.10224499999999999
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -5 6 -6 -8
right_child=-2 -3 -4 4 5 -7 7 -9
leaf_value=0.020684445951779883 0.01309007792703976 0.018140048764608861 -0.021207457361503299 -0.028120147135637777 0.031422597021458422 -0.024129493789578339 -0.013213681451061202 0.017943615780474577
leaf_weight=0.0012227776530049916 0.0011675942916310649 0.0010030929470128585 0.0014815405650155438 0.0013050200372023589 0.0010838791131955443 0.0011847847457119734 0.0012172155109654026 0.001023832819143494
leaf_count=182 168 308 988 596 359 183 148 189
internal_value=0 -0.00177177 -0.00411633 -0.00051829 -0.004977 0.00172016 0.0109313 0.00102067
internal_weight=0 0.00952214 0.00851905 0.00703751 0.00581473 0.00450971 0.00332493 0.00224105
internal_count=3121 2953 2645 1657 1475 879 696 337
is_linear=0
shrinkage=0.1


Tree=4351
num_leaves=8
num_cat=0
split_feature=42 457 43 2 13 2 0
split_gain=2.32213e-05 3.1448e-05 3.45029e-05 6.71558e-05 5.9698e-05 4.02728e-05 2.75432e-05
threshold=-1.0000000180025095e-35 0.080930000000000016 -0.074359999999999996 0.10005000000000001 -0.070999999999999994 0.080205000000000012 -0.071924999999999989
decision_type=2 2 2 2 2 2 2
left_child=-1 2 6 5 -5 -4 -2
right_child=1 -3 3 4 -6 -7 -8
leaf_value=-0.010352898345340937 -0.00073653058377476225 0.016499284019560505 -0.0042493258183516208 0.021877318171098295 -0.0071433096401002988 -0.029285388132863618 0.022256107010584551
leaf_weight=0.0018394707648526276 0.0010686673249383132 0.0012787586737297661 0.0013254231718381683 0.0012852344139481829 0.0015805433386441561 0.0012470041702629443 0.001016627152633286
leaf_count=862 603 213 296 181 264 496 206
internal_value=0 0.00200104 -0.000463206 -0.00465668 0.00587176 -0.0163858 0.0104729
internal_weight=0 0.00880226 0.0075235 0.00543821 0.00286578 0.00257243 0.00208529
internal_count=3121 2259 2046 1237 445 792 809
is_linear=0
shrinkage=0.1


Tree=4352
num_leaves=9
num_cat=0
split_feature=0 1 15 15 3 2 3 0
split_gain=4.0354e-05 7.21227e-05 7.82592e-05 5.53022e-05 6.95995e-05 8.34994e-05 0.000133958 6.70637e-05
threshold=0.15398500000000004 0.077565000000000009 0.035560000000000008 0.035560000000000008 -0.10519499999999998 0.089775000000000008 0.10893000000000001 -0.10224499999999999
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 -1 4 -3 7 -7 -6
right_child=-2 3 -4 -5 5 6 -8 -9
leaf_value=-0.0006377344672702385 0.00035772760073558905 0.00053344698179221852 1.9016853153970182e-07 -0.00030526834145664245 -0.00061347059716553563 0.00073305105649053997 -0.00010792256247013587 3.3591184407472132e-05
leaf_weight=0.0013911190728090697 0.0010940974537101385 0.0013226286214410412 0.0015780986522765735 0.0013465299359757569 0.0010299841579553552 0.0012856970125382262 0.001679494754898106 0.0015314982939940882
leaf_count=816 60 214 776 400 88 223 187 357
internal_value=0 -3.68614e-05 -0.000298686 5.79935e-05 0.000129409 3.27152e-05 0.000256721 -0.000226595
internal_weight=0 0.0111651 0.00296922 0.00819583 0.0068493 0.00552667 0.00296519 0.00256148
internal_count=3121 3061 1592 1469 1069 855 410 445
is_linear=0
shrinkage=0.00196078


Tree=4353
num_leaves=10
num_cat=0
split_feature=48 48 51 0 13 12 0 16 13
split_gain=5.52764e-05 0.000108189 0.000109453 8.58694e-05 4.93452e-05 9.39915e-05 5.2744e-05 0.000104603 4.46533e-05
threshold=0.12474000000000002 0.092475000000000016 0.087505000000000013 -0.17169499999999996 -0.016469999999999995 0.092200000000000018 -0.10224499999999999 -0.056919999999999991 -0.094514999999999988
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 8 -6 -8 -5
right_child=-2 -3 -4 4 6 -7 7 -9 -10
leaf_value=0.00054880533006770209 -0.0004432000184786015 0.0005357312808961874 -0.00063863374529968286 -0.0001895138295419843 -0.00026319520559608262 0.0001601355430079962 0.0006656989244029466 -5.4535341077823739e-05 -0.00076521865830557934
leaf_weight=0.0010787417072232715 0.0010270234004487412 0.0014330245030346718 0.0010518922435320639 0.001017403712472442 0.0011475577865996192 0.0015134025746807046 0.0012686103174434742 0.0019936252197386472 0.0010552100689216551
leaf_count=111 102 263 307 205 106 409 455 387 776
internal_value=0 3.14712e-05 -3.98882e-05 2.95164e-05 -4.05426e-05 -0.000211357 9.83624e-05 0.000225548 -0.000482617
internal_weight=0 0.0115595 0.0101264 0.00907455 0.00799581 0.00358602 0.00440979 0.00326224 0.00207261
internal_count=3121 3019 2756 2449 2338 1390 948 842 981
is_linear=0
shrinkage=0.00196078


Tree=4354
num_leaves=9
num_cat=0
split_feature=11 48 0 51 0 16 2 0
split_gain=4.83267e-05 5.79829e-05 0.000115981 4.82983e-05 6.66208e-05 7.9503e-05 5.62524e-05 9.88612e-05
threshold=0.080455000000000013 0.016865000000000002 -0.20211999999999997 -0.090529999999999985 0.15398500000000004 -0.056919999999999991 0.092365000000000017 -0.10011499999999998
decision_type=2 2 2 2 2 2 2 2
left_child=1 3 -3 -1 5 6 7 -5
right_child=-2 2 -4 4 -6 -7 -8 -9
leaf_value=0.00026687839289347065 -0.00042285242639351548 -0.0001267086727877249 0.00060644175033920818 0.00045963278628714181 0.00032003813376509923 -0.00056362883237878292 -0.00041853428901611288 -0.00029065221485088884
leaf_weight=0.0014026226248867839 0.0010054660732507223 0.0016414838065648141 0.0016772483880496203 0.0013886241054724636 0.0010505932137101909 0.0017584080995727237 0.0011785144191741679 0.0013142271947467175
leaf_count=318 189 82 494 112 44 712 385 785
internal_value=0 2.55578e-05 0.000243817 -6.39448e-05 -0.000133301 -0.000217751 -6.10544e-05 9.48162e-05
internal_weight=0 0.0114117 0.00331873 0.00809299 0.00669037 0.00563977 0.00388137 0.00270285
internal_count=3121 2932 576 2356 2038 1994 1282 897
is_linear=0
shrinkage=0.00196078


Tree=4355
num_leaves=8
num_cat=0
split_feature=4 42 43 15 1 2 0
split_gain=2.02217e-05 3.15556e-05 5.00209e-05 5.23264e-05 0.00010243 6.68691e-05 5.33342e-05
threshold=0.27287000000000006 0.092145000000000019 0.12450000000000001 -0.074054999999999996 0.094385000000000011 0.10699500000000002 -0.077999999999999986
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 4 -1 6 -5
right_child=-2 -3 -4 5 -6 -7 -8
leaf_value=-0.0094251554172446045 0.010529907433753351 -0.01613246685874823 0.021377064061283469 -0.016403064705800323 0.031737199022852935 -0.030276517955303707 0.0092540433651697087
leaf_weight=0.0013356198852964071 0.0015255104592186127 0.0013323492760178796 0.0010022810922083528 0.0014332695845822657 0.0011044597419209226 0.0011099927727640513 0.0018637159840742058
leaf_count=438 352 544 166 925 193 192 311
internal_value=0 -0.00190314 0.00051215 -0.00254208 0.00920627 -0.00904697 -0.00189965
internal_weight=0 0.00918169 0.00784934 0.00684706 0.00244008 0.00440698 0.00329699
internal_count=3121 2769 2225 2059 631 1428 1236
is_linear=0
shrinkage=0.1


Tree=4356
num_leaves=10
num_cat=0
split_feature=41 4 0 43 1 51 16 0 15
split_gain=7.67391e-05 7.4659e-05 0.000148285 7.41872e-05 7.33976e-05 6.73804e-05 0.000114522 0.000118881 6.49146e-05
threshold=0.075585000000000013 -0.49405499999999997 -0.019414999999999998 -0.24021999999999996 1.0000000180025095e-35 -0.089864999999999987 -0.056919999999999991 -0.20211999999999997 -0.072289999999999979
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 -5 -6 7 -7 -9
right_child=-2 2 -4 4 5 6 -8 8 -10
leaf_value=-0.00047371892288607998 -0.00052714696650409186 -0.00050633858790158218 0.00065057859177408217 -0.00029437124850166112 0.00061115212984590086 -0.00015904827655850997 -0.00039749867252520624 0.00081307337865227586 0.00015146113025096106
leaf_weight=0.0010057979166321384 0.0010034641527079799 0.0010222900200338751 0.0015300440408910635 0.0018253846222159881 0.0010280696881422319 0.0016841788854395912 0.0015014968597570335 0.0013110344941539625 0.0010089345271221684
leaf_count=142 170 132 192 1411 131 108 330 250 255
internal_value=0 3.74552e-05 8.45744e-05 -7.73721e-06 5.32401e-05 0.000150355 6.43109e-05 0.000237483 0.000525344
internal_weight=0 0.0119172 0.0109114 0.00938139 0.0083591 0.00653371 0.00550564 0.00400415 0.00231997
internal_count=3121 2951 2809 2617 2485 1074 943 613 505
is_linear=0
shrinkage=0.00196078


Tree=4357
num_leaves=8
num_cat=0
split_feature=42 49 42 15 52 2 2
split_gain=2.31774e-05 3.19888e-05 5.64814e-05 4.96967e-05 4.39658e-05 3.81663e-05 4.40799e-05
threshold=-1.0000000180025095e-35 -0.043469999999999995 0.091545000000000015 -0.040804999999999994 -0.07167999999999998 0.10613000000000002 0.083995000000000014
decision_type=2 2 2 2 2 2 2
left_child=-1 3 4 -2 -3 6 -6
right_child=1 2 -4 -5 5 -7 -8
leaf_value=-0.010285264272413009 0.027296215798727888 -0.015629281682565065 -0.019536779189444405 -0.0032502128497841442 0.0019304684463077135 -0.0050120617605709916 0.027003941681845785
leaf_weight=0.0018554997055869682 0.0011124860646677709 0.0010026638674236425 0.0013653136180739444 0.0010217944451075315 0.0013927321814577219 0.0015468985538973079 0.0014120068359193385
leaf_count=862 198 397 614 183 274 169 424
internal_value=0 0.00200658 -0.00138096 0.012672 0.00324866 0.00759834 0.0145534
internal_weight=0 0.0088539 0.00671962 0.00213428 0.0053543 0.00435164 0.00280474
internal_count=3121 2259 1878 381 1264 867 698
is_linear=0
shrinkage=0.1


Tree=4358
num_leaves=8
num_cat=0
split_feature=16 1 15 16 16 151 1
split_gain=2.03306e-05 4.87162e-05 5.14529e-05 3.15476e-05 4.7934e-05 5.15933e-05 0.000109229
threshold=0.38525000000000004 0.077565000000000009 0.035560000000000008 -0.008904999999999998 -0.071854999999999988 -0.0083949999999999979 0.10752500000000002
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 4 5 -3 -7
right_child=-2 3 -4 -5 -6 6 -8
leaf_value=-0.024771712689359852 0.011070806990583271 -0.014263106355736011 0.001663102164755759 0.015456554972856855 -0.018899029944301052 -0.0080900610612869017 0.032978317072858261
leaf_weight=0.0015736744135811528 0.0014115347411122305 0.0010271158318158639 0.0013837419190389463 0.0015661853356771071 0.0011290348691234799 0.0013094152383065765 0.0012813736024999643
leaf_count=733 311 147 778 356 235 318 243
internal_value=0 -0.00181184 -0.0124032 0.00314972 -0.000910741 0.00470284 0.0122219
internal_weight=0 0.00927054 0.00295742 0.00631312 0.00474694 0.0036179 0.00259079
internal_count=3121 2810 1511 1299 943 708 561
is_linear=0
shrinkage=0.1


Tree=4359
num_leaves=10
num_cat=0
split_feature=484 52 2 12 43 52 43 2 2
split_gain=9.81767e-05 5.42964e-05 8.19067e-05 3.86342e-05 5.58722e-05 6.38289e-05 8.35886e-05 9.58268e-05 0.000147235
threshold=-1.0000000180025095e-35 -0.081429999999999989 0.092120000000000021 0.10832500000000002 -0.15323999999999996 0.13389000000000004 -0.0037449999999999996 0.10803500000000001 0.088475000000000012
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 -3 6 -6 8 -8
right_child=1 3 -4 -5 5 -7 7 -9 -10
leaf_value=-0.00060284028473446332 -1.5625645847580786e-05 0.00042848219463473801 0.00069532059404659179 -0.00039794044460994836 -0.00059460885204057812 0.00037755559464706516 -0.00025236943659639961 -0.00042418725338301007 0.00061306234928408131
leaf_weight=0.0010018748042767379 0.0014493629796637434 0.0010661028364807581 0.0010927614378674249 0.0010006394140061646 0.0012122920364923276 0.0011031504170316425 0.0014941766708978545 0.0014752407464611039 0.0015294285984518083
leaf_count=515 301 116 341 163 757 273 312 169 174
internal_value=0 3.73117e-05 0.000289983 -3.50135e-05 1.10704e-05 -5.42341e-05 -0.000137638 -1.44988e-05 0.000185391
internal_weight=0 0.0114232 0.00254212 0.00888103 0.00788039 0.00681429 0.00571114 0.00449885 0.00302361
internal_count=3121 2606 642 1964 1801 1685 1412 655 486
is_linear=0
shrinkage=0.00196078


Tree=4360
num_leaves=9
num_cat=0
split_feature=484 4 16 0 0 51 0 0
split_gain=8.57863e-05 6.50814e-05 5.64027e-05 0.000125327 7.11169e-05 6.65633e-05 0.000227789 9.78605e-05
threshold=-1.0000000180025095e-35 0.27044500000000005 -0.014034999999999997 -0.053834999999999994 0.030935000000000004 0.081440000000000026 -0.11756999999999999 -0.10011499999999998
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 5 -4 -5 6 -2 -8
right_child=1 -3 3 4 -6 -7 7 -9
leaf_value=-0.0005544287516154882 -0.0010944517153185596 0.00040362535036253956 0.00054227462508706688 -0.00052234770485384201 0.0001281835509494272 0.00020376959401145403 0.00042496752226488894 -0.00029526568411720593
leaf_weight=0.0010264848690488123 0.0010032835131636806 0.0016040178171722848 0.0017993692050280517 0.0010573214752446843 0.0016612004823280783 0.0014660797831554974 0.0011793663629313649 0.0018838860387911313
leaf_count=515 98 346 578 131 172 288 87 906
internal_value=0 3.68497e-05 -2.16861e-05 0.000140862 -0.000124829 -0.000154422 -0.000283558 -1.79726e-05
internal_weight=0 0.0116545 0.0100505 0.00451789 0.00271852 0.00553262 0.00406654 0.00306325
internal_count=3121 2606 2260 881 303 1379 1091 993
is_linear=0
shrinkage=0.00196078


Tree=4361
num_leaves=10
num_cat=0
split_feature=48 48 51 0 12 13 13 12 1
split_gain=0.000149424 0.000129779 0.000138893 7.97296e-05 5.73307e-05 0.00010402 0.000126837 5.76688e-05 4.84172e-05
threshold=0.12737000000000001 0.092475000000000016 0.087505000000000013 -0.17169499999999996 0.097825000000000009 -0.016469999999999995 -0.094514999999999988 0.10711000000000002 0.081315000000000012
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 6 -5 -6 -7
right_child=-2 -3 -4 4 7 8 -8 -9 -10
leaf_value=0.00053170757242849552 -0.00074191579572688846 0.00056739089398495375 -0.0006860468866268048 7.6786563512141609e-06 0.00057009050780400684 0.00035074235352685734 -0.00084763165446365336 -6.0492953253540458e-05 -0.00010870162776735524
leaf_weight=0.001135077864081918 0.0010030669848364428 0.0015924598879305625 0.0011196425465637627 0.0013614000931837318 0.0010912323542418829 0.0016235731564350137 0.0013061035809631514 0.0011402049840846021 0.0019302978044093146
leaf_count=111 96 269 307 223 187 382 1005 212 329
internal_value=0 4.51272e-05 -3.25456e-05 4.37682e-05 -2.17543e-05 -0.000118464 -0.000411111 0.000247879 0.000101194
internal_weight=0 0.0123 0.0107075 0.00958789 0.00845281 0.00622137 0.0026675 0.00223144 0.00355387
internal_count=3121 3025 2756 2449 2338 1939 1228 399 711
is_linear=0
shrinkage=0.00196078


Tree=4362
num_leaves=10
num_cat=0
split_feature=12 12 12 52 4 15 1 2 43
split_gain=2.22157e-05 5.14426e-05 4.78294e-05 6.15025e-05 6.29841e-05 5.57614e-05 0.000113747 7.20841e-05 3.11184e-05
threshold=0.10866500000000003 0.097825000000000009 0.091545000000000015 0.070205000000000017 -0.062539999999999984 -0.016799999999999995 0.11181500000000001 0.090175000000000019 -0.014584999999999999
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 6 7 -6 -5
right_child=-2 -3 -4 8 5 -7 -8 -9 -10
leaf_value=-0.023521214528117139 -0.014064103271982119 0.022204695917826953 -0.021559909933885926 0.0042465668960067855 -0.0093014683698404554 0.0212787876222474 -0.030852084205565424 0.028196265949390523 0.02844305516763242
leaf_weight=0.0012761159034947959 0.0010337264700916527 0.0010549999452183862 0.0010167311467406525 0.0010970952426439917 0.0010513116184854869 0.0010929670060296224 0.0011016142657577516 0.0010005814517021934 0.001031000830677676
leaf_count=403 249 269 498 315 314 226 219 250 378
internal_value=0 0.00135533 -0.00118246 0.00152558 -0.00404013 0.00181417 -0.00493203 0.00898386 0.0159691
internal_weight=0 0.00972242 0.00866742 0.00765069 0.00552259 0.00424647 0.00315351 0.00205189 0.0021281
internal_count=3121 2872 2603 2105 1412 1009 783 564 693
is_linear=0
shrinkage=0.1


Tree=4363
num_leaves=8
num_cat=0
split_feature=42 457 43 16 0 0 3
split_gain=2.12337e-05 2.75004e-05 3.21103e-05 6.04686e-05 7.41113e-05 6.66006e-05 2.98165e-05
threshold=-1.0000000180025095e-35 0.080930000000000016 -0.074359999999999996 -0.056919999999999991 -0.10224499999999999 -0.036484999999999997 -0.088084999999999983
decision_type=2 2 2 2 2 2 2
left_child=-1 2 6 4 -4 -5 -2
right_child=1 -3 3 5 -6 -7 -8
leaf_value=-0.0098484901988495216 -0.0012357848001605539 0.015448444664208458 -0.0082251071480105905 -0.031614545678056036 0.023342451813673139 0.0017532745359732076 0.022620529625902257
leaf_weight=0.0018530424710396292 0.0010989575566837176 0.0012850973840077542 0.0017863050199856398 0.0013002914846720545 0.0012742110807021435 0.0011077680933856584 0.0010011977580439424
leaf_count=862 133 213 219 401 441 176 676
internal_value=0 0.00192313 -0.000373338 -0.00440978 0.00491769 -0.0162645 0.0101371
internal_weight=0 0.00885383 0.00756873 0.00546858 0.00306052 0.00240806 0.00210016
internal_count=3121 2259 2046 1237 660 577 809
is_linear=0
shrinkage=0.1


Tree=4364
num_leaves=12
num_cat=0
split_feature=47 4 1 13 403 12 42 2 151 1 48
split_gain=0.000125338 8.83371e-05 0.000204108 9.6769e-05 6.85871e-05 0.000108565 0.000115804 0.000264699 9.96994e-05 0.000139021 8.42002e-05
threshold=0.13148500000000005 0.24564500000000003 0.111945 0.18141000000000002 0.03138500000000001 0.084100000000000022 0.088200000000000014 0.098260000000000014 -0.024429999999999997 0.086920000000000011 0.084670000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 4 5 8 7 -7 -1 -10 -11
right_child=-2 2 -4 -5 -6 6 -8 -9 9 10 -12
leaf_value=0.00066108999459403605 -0.00067451159177577696 -0.00016063329849610089 0.00097066818942963446 -0.00061364374232809838 0.00042263601200293537 -0.0013249106581583144 0.0001341911807159424 9.2605736101574523e-05 0.00058437918571879418 9.7242823028478786e-05 -0.00067286480965617849
leaf_weight=0.0011151908656787547 0.0010213449879997666 0.0013001322623545542 0.0011603871298053376 0.0010213851424805123 0.0013966143158591401 0.0010032725853899448 0.0013367935004835953 0.0010228088596995807 0.0010027238322996867 0.0010649376912798187 0.0011198234411255448
leaf_count=210 65 147 264 130 293 780 617 206 219 97 93
internal_value=0 3.97907e-05 0.000372891 -4.14903e-05 2.29964e-05 -4.98154e-05 -0.000313762 -0.000609318 0.000156479 -2.00664e-05 -0.000297484
internal_weight=0 0.0125441 0.00246052 0.0100836 0.00906217 0.00766555 0.00336287 0.00202608 0.00430268 0.00318748 0.00218476
internal_count=3121 3056 411 2645 2515 2222 1603 986 619 409 190
is_linear=0
shrinkage=0.00196078


Tree=4365
num_leaves=10
num_cat=0
split_feature=52 52 4 157 0 16 48 1 12
split_gain=6.13256e-05 8.72032e-05 0.000111384 0.000123379 0.000101871 0.000172354 5.78259e-05 6.65774e-05 3.26996e-05
threshold=0.19022000000000003 0.10347000000000002 -0.35136499999999998 -0.06266999999999999 -0.062294999999999996 -0.056919999999999991 0.085845000000000019 0.085110000000000005 0.088305000000000008
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 5 6 7 -5 -9
right_child=-2 -3 3 4 -6 -7 -8 8 -10
leaf_value=-0.00059564192368448063 -0.00047090947448917661 0.00050750571116898015 0.00065353468862640936 -0.00021797103499242521 0.00043167371642109734 -0.00079474521976318228 -0.00028052173432978501 0.00013428116699388477 0.00061013819502229506
leaf_weight=0.0011842078282322281 0.0010194459753743211 0.0013076135833056486 0.0011181406224497351 0.0011721913122190366 0.0014229905328646463 0.0012709364105915749 0.001724691452721533 0.0011738866854443535 0.0010534250156471192
leaf_count=194 350 233 351 608 240 593 186 170 196
internal_value=0 3.09979e-05 -3.05692e-05 4.43126e-05 -4.28178e-05 -0.000148398 1.19138e-05 0.000160277 0.000359342
internal_weight=0 0.0114281 0.0101205 0.00893626 0.00781812 0.00639513 0.00512419 0.0033995 0.00222731
internal_count=3121 2771 2538 2344 1993 1753 1160 974 366
is_linear=0
shrinkage=0.00196078


Tree=4366
num_leaves=10
num_cat=0
split_feature=484 4 47 16 0 43 16 2 2
split_gain=0.000124186 0.00010516 6.74912e-05 9.47757e-05 0.000156351 0.000145971 0.000128527 0.000178678 0.000110478
threshold=-1.0000000180025095e-35 0.27044500000000005 0.09550500000000002 -0.014034999999999997 -0.091069999999999984 -0.084569999999999992 -0.083134999999999987 0.092365000000000017 0.088225000000000012
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 6 -5 -6 7 8 -2
right_child=1 -3 -4 4 5 -7 -8 -9 -10
leaf_value=-0.00064289887608000339 -0.00017475696360279682 0.00048818722090725262 0.00030710554032921779 0.00079548121095735522 0.00034705213683093632 -0.00051724603412915508 -0.0008129894498817541 -0.00065511482710436855 0.0006707670576771112
leaf_weight=0.0011015018603017348 0.0012379721714612284 0.0017607504955845345 0.0019083915623316428 0.0010058866957436451 0.0014605356474098642 0.0015470572815079863 0.001284399307151126 0.0013831446479279294 0.0011424058751446538
leaf_count=515 399 346 188 153 217 421 612 170 100
internal_value=0 4.33691e-05 -2.80282e-05 -9.86096e-05 0.000126284 -9.75289e-05 -0.000277417 -9.46386e-05 0.000231032
internal_weight=0 0.0127305 0.0109698 0.0090614 0.00401348 0.00300759 0.00504792 0.00376352 0.00238038
internal_count=3121 2606 2260 2072 791 638 1281 669 499
is_linear=0
shrinkage=0.00196078


Tree=4367
num_leaves=9
num_cat=0
split_feature=52 52 4 0 1 1 2 15
split_gain=6.19466e-05 8.49294e-05 6.44646e-05 0.000120425 8.48178e-05 4.87314e-05 0.000170001 3.14718e-05
threshold=0.19022000000000003 0.11008000000000001 -0.35136499999999998 -0.062294999999999996 1.0000000180025095e-35 0.11181500000000001 0.089775000000000008 -0.043924999999999992
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 -1 4 -4 6 7 -6
right_child=-2 -3 3 -5 5 -7 -8 -9
leaf_value=-0.00041574931483191562 -0.00047169733601224871 0.00056559225620189993 -0.0004779707279534153 0.00051657471165631103 -0.00041762247221596743 -0.00021969340879006343 0.00063860168825914557 5.0515179170253246e-05
leaf_weight=0.0013699784367129054 0.0010125753983352996 0.0010503544302083957 0.0015310418857016799 0.0016657040347688914 0.0011368510911283689 0.0018576370791567581 0.0016702529452281636 0.0010734531324041888
leaf_count=199 350 183 1190 296 150 239 179 335
internal_value=0 3.44456e-05 -1.96929e-05 4.10338e-05 -6.79337e-05 4.14707e-05 0.000166491 -0.000190267
internal_weight=0 0.0113553 0.0103049 0.00893494 0.00726924 0.00573819 0.00388056 0.0022103
internal_count=3121 2771 2588 2389 2093 903 664 485
is_linear=0
shrinkage=0.00196078


Tree=4368
num_leaves=10
num_cat=0
split_feature=484 4 16 48 12 133 15 3 12
split_gain=8.4918e-05 6.20203e-05 5.91279e-05 7.07526e-05 5.1617e-05 8.1066e-05 5.90126e-05 6.46289e-05 6.23579e-05
threshold=-1.0000000180025095e-35 0.27044500000000005 -0.36241499999999999 0.092475000000000016 0.10645 -0.0061299999999999992 -0.016799999999999995 1.0000000180025095e-35 0.084100000000000022
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 -4 7 -7 -8
right_child=1 -3 3 -5 -6 6 8 -9 -10
leaf_value=-0.00055463076632706265 -0.00042207553839618668 0.00039373779036054043 -0.00040720920535878782 0.00047901792935373474 -0.00044111026347814136 0.00020670965563178244 0.0005705686669093946 -0.00047423803084876206 1.6294878241721565e-05
leaf_weight=0.0010105375836580487 0.0012311142496104653 0.0016212647454124486 0.0013034702208033783 0.001200799476030274 0.0010306845424396839 0.0011478787314473829 0.0016630160772096894 0.0010050702123982624 0.0014703268847079086
leaf_count=515 101 346 595 221 175 364 203 66 535
internal_value=0 3.78599e-05 -1.95368e-05 3.66425e-05 -3.30652e-05 3.07558e-05 0.000138747 -0.00011118 0.000310475
internal_weight=0 0.0116736 0.0100524 0.00882125 0.00762045 0.00658976 0.00528629 0.00215295 0.00313334
internal_count=3121 2606 2260 2159 1938 1763 1168 430 738
is_linear=0
shrinkage=0.00196078


Tree=4369
num_leaves=9
num_cat=0
split_feature=52 160 0 52 12 52 15 3
split_gain=2.25884e-05 4.75382e-05 4.45429e-05 5.62257e-05 4.28768e-05 6.71965e-05 6.25014e-05 4.141e-05
threshold=-0.057699999999999994 -1.0000000180025095e-35 -0.15202999999999997 -0.22660999999999995 0.10124000000000001 0.10024500000000001 0.088235000000000022 -0.00083499999999999991
decision_type=2 2 2 2 2 2 2 2
left_child=2 -2 -1 -4 5 6 7 -3
right_child=1 4 3 -5 -6 -7 -8 -9
leaf_value=-0.0096830469156931158 -0.019605430145846391 -0.021717416419494907 -0.002192545148397482 0.030054556305019426 -0.018282003930995709 0.025941535747888211 0.01694553364107107 0.002604056139133764
leaf_weight=0.001089401425659664 0.0014227436126046213 0.0014482281911484922 0.0010088064173449113 0.0011652350786182427 0.0010004289981348806 0.0011260222345011034 0.0012475375429503565 0.0013550440759184778
leaf_count=69 753 628 387 470 196 171 286 161
internal_value=0 -0.00312573 0.00682103 0.0150911 0.000669864 0.00433234 -0.00167447 -0.00996092
internal_weight=0 0.0076 0.00326344 0.00217404 0.00617726 0.00517683 0.00405081 0.00280327
internal_count=3121 2195 926 857 1442 1246 1075 789
is_linear=0
shrinkage=0.1


Tree=4370
num_leaves=8
num_cat=0
split_feature=4 16 2 0 3 16 52
split_gain=2.34074e-05 3.28042e-05 5.11299e-05 4.84857e-05 5.68551e-05 5.89013e-05 4.71286e-05
threshold=0.27287000000000006 -0.36241499999999999 0.10981000000000002 -0.10607499999999999 -0.078934999999999991 0.26676500000000009 0.08257500000000001
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 -3 6 -6 -5
right_child=-2 2 -4 4 5 -7 -8
leaf_value=-0.01784695269047119 0.011296770353915946 0.009643745941101298 0.016404959997118829 -0.036823910827808025 0.013318023309521747 -0.017143680213215939 -0.0063251155438307938
leaf_weight=0.0011472846389011067 0.0015395962349222707 0.0019320283126255345 0.0015735572423922076 0.001026841193684 0.0015147544776631385 0.0010926578398073284 0.0010001631555637282
leaf_count=139 352 232 370 874 510 119 525
internal_value=0 -0.00201636 0.000214869 -0.00366486 -0.00921305 0.000552793 -0.0217752
internal_weight=0 0.00928729 0.00814 0.00656644 0.00463442 0.00260741 0.002027
internal_count=3121 2769 2630 2260 2028 629 1399
is_linear=0
shrinkage=0.1


Tree=4371
num_leaves=9
num_cat=0
split_feature=50 484 3 2 2 15 12 4
split_gain=2.39134e-05 4.28622e-05 4.07233e-05 5.43283e-05 8.24359e-05 6.06671e-05 5.71296e-05 2.88694e-05
threshold=0.088425000000000017 0.085515000000000022 -0.10519499999999998 0.11389000000000002 0.099185000000000009 0.087575000000000014 0.051320000000000005 0.0067750000000000006
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 6 7 -4
right_child=-2 -3 3 -5 -6 -7 -8 -9
leaf_value=0.012184837439613218 -0.014252204969615288 0.020868412495392688 -0.015775606235577718 -0.023116868137894681 0.022849485600602903 0.014963052817698162 -0.030782870730890456 0.0074413691440375395
leaf_weight=0.0018864044199452968 0.0010769165165833905 0.0010179807546432688 0.0010049809604447087 0.0012652441758249046 0.0012163932481582939 0.0010020376774181024 0.0011799674252871515 0.0011466776932987281
leaf_count=317 560 298 140 319 250 381 747 109
internal_value=0 0.00145314 -0.00081818 -0.00441728 -0.000154343 -0.00661117 -0.0130999 -0.00340265
internal_weight=0 0.00971969 0.00870171 0.0068153 0.00555006 0.00433366 0.00333163 0.00215166
internal_count=3121 2561 2263 1946 1627 1377 996 249
is_linear=0
shrinkage=0.1


Tree=4372
num_leaves=10
num_cat=0
split_feature=484 4 12 16 0 0 51 15 15
split_gain=0.000103135 8.81844e-05 5.09327e-05 5.25446e-05 8.60239e-05 6.84184e-05 6.45669e-05 0.000171914 5.77464e-05
threshold=-1.0000000180025095e-35 0.27044500000000005 0.10673000000000001 -0.014034999999999997 -0.053834999999999994 0.030935000000000004 0.081440000000000026 0.088235000000000022 -0.099734999999999976
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 6 -5 -6 7 8 -2
right_child=1 -3 -4 4 5 -7 -8 -9 -10
leaf_value=-0.00061219736353833245 -0.00026832649143374541 0.00046725339836677836 -0.00043907978789205432 0.00051568604922166679 -0.00044560367588507955 0.00025005159670161211 0.00024527788515592069 0.0002571298151647059 -0.00091462678085550383
leaf_weight=0.0010066564167377926 0.0010116367584311371 0.0016146122712257854 0.001032063386219949 0.0017437365072152551 0.0010013418490902428 0.0011889521757424935 0.0014061474459454342 0.001508380607859757 0.0011199274707601099
leaf_count=515 126 346 202 535 106 156 260 394 481
internal_value=0 4.20215e-05 -2.65534e-05 2.08572e-05 0.000190725 -6.79828e-05 -0.000111575 -0.000249431 -0.000607894
internal_weight=0 0.0116268 0.0100122 0.00898012 0.00393403 0.00219029 0.00504609 0.00363994 0.00213156
internal_count=3121 2606 2260 2058 797 262 1261 1001 607
is_linear=0
shrinkage=0.00196078


Tree=4373
num_leaves=10
num_cat=0
split_feature=41 0 0 4 3 42 16 0 48
split_gain=6.74944e-05 5.48729e-05 0.000123656 0.000104911 0.000112147 6.9584e-05 6.94161e-05 0.000126144 8.41004e-05
threshold=1.0000000180025095e-35 -0.060129999999999996 -0.10011499999999998 -0.49013999999999996 -0.10023499999999998 0.083995000000000014 -0.013324999999999998 -0.11756999999999999 0.083985000000000018
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 6 -3 -5 -4 7 8 -1
right_child=-2 3 5 4 -6 -7 -8 -9 -10
leaf_value=-0.0006293831180868289 -0.00048753116081258491 -0.00030060611544376411 -0.00073616300152570899 0.00095366792499355262 0.00012778606392296277 -9.4222473779990317e-05 0.00057690442528028553 0.00053114752048783723 4.7343770913391043e-05
leaf_weight=0.0011299225942737016 0.0010030112705308189 0.0010026494101018149 0.0012377085037428405 0.0010222039701291458 0.0016565814808495118 0.0013653554967725488 0.0010384229346256362 0.0012658080167503418 0.0018820716141173532
leaf_count=179 173 155 850 97 271 1026 116 114 140
internal_value=0 4.2642e-05 -4.93037e-05 0.00024043 0.000442936 -0.000399453 0.000122145 1.17539e-05 -0.000206524
internal_weight=0 0.0116007 0.00791929 0.00368143 0.00267879 0.00260306 0.00531623 0.0042778 0.00301199
internal_count=3121 2948 2425 523 368 1876 549 433 319
is_linear=0
shrinkage=0.00196078


Tree=4374
num_leaves=10
num_cat=0
split_feature=48 0 2 1 0 2 0 0 15
split_gain=0.000116481 0.000126806 0.000121944 7.88323e-05 6.87992e-05 9.9678e-05 0.00011364 6.80126e-05 6.51362e-05
threshold=0.12737000000000001 -0.17169499999999996 0.10467500000000002 0.12958500000000003 0.15398500000000004 0.10699500000000002 -0.060129999999999996 -0.10607499999999999 0.088235000000000022
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 6 7 -3 -9
right_child=-2 3 -4 -5 -6 -7 -8 8 -10
leaf_value=3.8438268236684167e-05 -0.00064967486667798756 0.0001214586860810749 0.00094370820014562829 0.00046827213550646785 0.00034035256173332526 -0.00062865909947984987 0.00037125413287093654 -0.00062277382346092799 -6.7328864900397778e-05
leaf_weight=0.0012268041551435332 0.001003690342957139 0.0015323486777039977 0.0010719809571487606 0.0010183118538547925 0.0011559757272988679 0.0014912741393111398 0.001687814391467808 0.0018460869388392856 0.0014486796807561264
leaf_count=92 96 222 81 192 54 417 217 1222 528
internal_value=0 4.46396e-05 0.000460588 -4.92829e-05 -0.000106806 -0.000171368 -6.66941e-05 -0.000219824 -0.00037855
internal_weight=0 0.0124793 0.00229879 0.0101805 0.00916218 0.0080062 0.00651493 0.00482712 0.00329477
internal_count=3121 3025 173 2852 2660 2606 2189 1972 1750
is_linear=0
shrinkage=0.00196078


Tree=4375
num_leaves=12
num_cat=0
split_feature=484 42 42 43 15 43 51 42 4 2 3
split_gain=0.000157507 0.00011004 0.000117175 0.000170302 0.000110831 0.000145438 0.00011837 8.02593e-05 8.10208e-05 0.000104886 9.45481e-05
threshold=-0.0068949999999999992 -0.11051499999999999 0.10256000000000001 -0.14968999999999996 -0.10653 0.13895500000000002 -0.089864999999999987 0.086325000000000013 -0.0029599999999999995 0.092875000000000013 0.090900000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 -5 6 -6 8 9 -8 -10
right_child=1 2 -4 4 5 -7 7 -9 10 -11 -12
leaf_value=-0.00074380748426148343 -0.00055757213899130739 0.00088783904854156809 -0.00051874216277271663 0.00051835690614332767 0.00048864575252239206 0.00061006706773628159 0.000556926285486541 -0.0007327468012773826 -0.00079980588784131859 -0.00027094141098774245 1.6180072937742456e-05
leaf_weight=0.0010176347790616684 0.0010286425873101404 0.0011411417012259775 0.0010362725262207861 0.0018495954199404764 0.0010070976057388542 0.001207605816780759 0.0011220222571239006 0.0010410651598698898 0.001117675515978642 0.0012370893426641404 0.0010672592583202967
leaf_count=503 159 124 311 353 208 121 457 454 143 208 80
internal_value=0 5.75512e-05 0.000111052 0.000171534 8.68237e-05 -1.55071e-05 -0.000130104 -0.000241676 -0.000129169 0.000122803 -0.000401227
internal_weight=0 0.0128555 0.0118268 0.0107906 0.00964941 0.00779981 0.00659221 0.00558511 0.00454405 0.00235911 0.00218493
internal_count=3121 2618 2459 2148 2024 1671 1550 1342 888 665 223
is_linear=0
shrinkage=0.00196078


Tree=4376
num_leaves=9
num_cat=0
split_feature=1 12 3 2 12 1 0 13
split_gain=2.22346e-05 4.7364e-05 4.71008e-05 9.12028e-05 9.06239e-05 9.23323e-05 8.79999e-05 6.0374e-05
threshold=0.12500000000000003 0.10711000000000002 0.092670000000000016 0.10803500000000001 0.092355000000000007 0.094385000000000011 -0.10224499999999999 -0.017449999999999997
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 4 -4 5 6 -1 -8
right_child=-2 -3 3 -5 -6 -7 7 -9
leaf_value=-0.026674189279758693 0.011495536289080018 -0.022372262414836242 0.035033636945726934 -0.006401515741695795 -0.029480406921242205 0.028085806289943022 -0.011209931574800949 0.01793287331427685
leaf_weight=0.0012855082720096846 0.0014329207157835642 0.0010070543972400337 0.0010192894210574732 0.0011093837809260099 0.0011260117374512039 0.0010639245166100663 0.0012935094130923017 0.0015781659745664968
leaf_count=209 279 232 123 98 620 266 847 447
internal_value=0 -0.00186922 0.000566859 0.0134392 -0.00375022 0.00179889 -0.00492858 0.00480587
internal_weight=0 0.00948285 0.00847579 0.00212867 0.00634712 0.00522111 0.00415718 0.00287168
internal_count=3121 2842 2610 221 2389 1769 1503 1294
is_linear=0
shrinkage=0.1


Tree=4377
num_leaves=9
num_cat=0
split_feature=50 157 0 42 0 151 2 52
split_gain=2.17481e-05 3.63842e-05 4.90301e-05 5.47384e-05 0.000109609 5.52628e-05 6.98965e-05 4.5363e-05
threshold=0.088425000000000017 -0.072409999999999988 -0.019414999999999998 0.091295000000000015 -0.10011499999999998 -0.0083949999999999979 0.090425000000000019 0.094465000000000007
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 -3 -7 -4
right_child=-2 2 7 -5 -6 6 -8 -9
leaf_value=0.019096657256585072 -0.013516178038940558 -0.019432131113110755 0.0278679136569027 0.012871426734230723 -0.030544658526363538 -0.011026501992796478 0.022392743770277626 -0.0015031451893423788
leaf_weight=0.0010372605272425195 0.0010878212084906675 0.0010112600452552175 0.0010100351383559433 0.0013699280499886212 0.0016908535217221099 0.0010890808571385482 0.0014713437511213786 0.0010969559146569614
leaf_count=297 560 141 196 487 1075 118 188 59
internal_value=0 0.00138912 -0.000712538 -0.00493419 -0.0095693 0.00036054 0.00817781 0.0125766
internal_weight=0 0.00977672 0.00873946 0.00663247 0.00526254 0.00357168 0.00256042 0.00210699
internal_count=3121 2561 2264 2009 1522 447 306 255
is_linear=0
shrinkage=0.1


Tree=4378
num_leaves=9
num_cat=0
split_feature=484 4 16 0 0 133 2 16
split_gain=8.91939e-05 5.71717e-05 5.84253e-05 9.5317e-05 7.76083e-05 6.83058e-05 0.00011601 0.000143344
threshold=-1.0000000180025095e-35 0.27044500000000005 -0.014034999999999997 -0.053834999999999994 0.030935000000000004 0.083950000000000011 0.092755000000000018 -0.091114999999999988
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 5 -4 -5 6 7 -2
right_child=1 -3 3 4 -6 -7 -8 -9
leaf_value=-0.00056662273583277223 0.00027125329365484979 0.00038648768593220662 0.00050397169509406594 -0.00048794598883124306 0.0001874807687311512 0.00028041638739218947 -0.00073061686120731207 -0.00063365068278685866
leaf_weight=0.001005188673369504 0.0019414377553999772 0.0015991400364952198 0.0017895189435315887 0.0010769688298412545 0.0016655523731198066 0.0011305808182442362 0.0013787978454438705 0.0010301446223732352
leaf_count=515 250 346 578 131 172 401 256 472
internal_value=0 4.22145e-05 -1.27681e-05 0.000151946 -7.77546e-05 -0.000148965 -0.000260553 -4.24456e-05
internal_weight=0 0.0116121 0.010013 0.00453204 0.00274252 0.00548096 0.00435038 0.00297158
internal_count=3121 2606 2260 881 303 1379 978 722
is_linear=0
shrinkage=0.00196078


Tree=4379
num_leaves=10
num_cat=0
split_feature=48 4 42 47 16 160 2 3 52
split_gain=5.73917e-05 9.06095e-05 6.33312e-05 6.57832e-05 7.94796e-05 9.18328e-05 6.55463e-05 0.000125337 3.15785e-05
threshold=0.12230500000000001 0.27834500000000006 0.092145000000000019 0.09550500000000002 -0.014034999999999997 -0.063384999999999983 0.092365000000000017 -0.078934999999999991 0.091275000000000009
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 6 -6 7 -1 -7
right_child=-2 -3 -4 -5 5 8 -8 -9 -10
leaf_value=-0.00056635159285796897 -0.00045061814411860861 0.00051030484259708797 -0.0004026183949495263 0.00046414870193511491 0.00068356171528350285 -0.00024295642521763938 -0.00055784422311179038 0.00030515339029667628 0.00022743557670245186
leaf_weight=0.0010381249996402767 0.0010032872614045398 0.0013760014775926694 0.0014675024498656741 0.001198927849252171 0.0010235973743447013 0.0011945074166720493 0.0013976610895317662 0.0016316249732930786 0.0010148770422970244
leaf_count=713 108 317 515 171 249 530 305 178 35
internal_value=0 3.86491e-05 -2.64668e-05 3.848e-05 -3.14267e-05 0.000198052 -0.000213828 -3.37289e-05 -2.68826e-05
internal_weight=0 0.0113428 0.00996682 0.00849932 0.00730039 0.00323298 0.00406741 0.00266975 0.00220938
internal_count=3121 3013 2696 2181 2010 814 1196 891 565
is_linear=0
shrinkage=0.00196078


Tree=4380
num_leaves=9
num_cat=0
split_feature=4 1 4 151 16 403 12 16
split_gain=1.99969e-05 8.12485e-05 3.77196e-05 4.14291e-05 6.53858e-05 7.2393e-05 5.3526e-05 0.000116957
threshold=0.24564500000000003 0.111945 0.098655000000000007 -0.0071249999999999985 0.38525000000000004 0.03138500000000001 0.085885000000000017 -0.056919999999999991
decision_type=2 2 2 2 2 2 2 2
left_child=2 -2 3 -1 5 6 7 -5
right_child=1 -3 -4 4 -6 -7 -8 -9
leaf_value=0.014387485372298298 -0.010644812994167011 0.027605288600656083 -0.018732117727768442 0.016815587863058187 0.019257684313822035 0.015267174711605892 -0.030725158280687077 -0.027251900205040987
leaf_weight=0.0016452506346094371 0.0011172548066141924 0.0011041376570451529 0.0011988837066167343 0.0011670977212818482 0.0010308024857709694 0.0010101263705671066 0.0013616572004742961 0.0012444517608488008
leaf_count=449 150 276 121 263 272 269 1020 301
internal_value=0 0.00836731 -0.00226828 0.000377818 -0.00358656 -0.00850946 -0.0148747 -0.00592492
internal_weight=0 0.00222139 0.00865827 0.00745939 0.00581414 0.00478333 0.00377321 0.00241155
internal_count=3121 426 2695 2574 2125 1853 1584 564
is_linear=0
shrinkage=0.1


Tree=4381
num_leaves=10
num_cat=0
split_feature=484 42 47 16 16 133 15 2 12
split_gain=8.97194e-05 8.68671e-05 7.8872e-05 8.59168e-05 0.000128733 8.69469e-05 7.59891e-05 0.000113983 4.47903e-05
threshold=-1.0000000180025095e-35 0.10194000000000002 0.10980000000000002 -0.014034999999999997 0.26676500000000009 0.083950000000000011 -0.03241999999999999 0.089885000000000007 0.088245000000000004
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 5 8 6 7 -2 -5
right_child=1 -3 -4 4 -6 -7 -8 -9 -10
leaf_value=-0.00056696022394773832 -0.00049130990819616096 -0.00050919567441664226 0.00055707565411792451 0.00028281780638549363 -0.00029999047172477603 0.00036122395138148914 -0.00058587657033533141 0.00028093328406015715 0.00079478223115971047
leaf_weight=0.0010144857199523996 0.0013052754652077699 0.0010107781865866397 0.0012405878102053668 0.0016460235658944209 0.0011275638196073367 0.0011516894845867692 0.001602053897764113 0.0016814476626324426 0.0010934348985547468
leaf_count=515 160 319 119 382 255 307 648 253 163
internal_value=0 4.05788e-05 9.18045e-05 3.17253e-05 0.000257642 -0.000120462 -0.000241355 -5.6557e-05 0.000487165
internal_weight=0 0.0118589 0.0108481 0.00960749 0.00386702 0.00574047 0.00458878 0.00298672 0.00273946
internal_count=3121 2606 2287 2168 800 1368 1061 413 545
is_linear=0
shrinkage=0.00196078


Tree=4382
num_leaves=9
num_cat=0
split_feature=1 42 403 457 15 2 0 3
split_gain=1.90274e-05 4.54362e-05 4.35717e-05 5.74036e-05 7.34971e-05 5.23528e-05 7.09697e-05 2.18558e-05
threshold=0.12500000000000003 0.092145000000000019 0.03138500000000001 0.045365000000000009 0.035560000000000008 0.097845000000000015 -0.10151999999999999 0.11924500000000002
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 -1 -7
right_child=-2 -3 -4 -5 -6 7 -8 -9
leaf_value=0.0067705796902375413 0.010682488281292556 -0.018696354945460191 0.020302818131218009 0.017013599304172886 -0.028692436419185764 0.02154766400981924 -0.026739006493057212 0.00092024451594928868
leaf_weight=0.0012619726980494395 0.0014238688281564662 0.0013507960253432852 0.001032521148279464 0.0013314485249175147 0.0011456158220003454 0.0010520539291726029 0.0012661370426670462 0.0010037246662679689
leaf_count=107 279 566 266 234 684 331 592 62
internal_value=0 -0.00171825 0.00111538 -0.00169039 -0.00603691 -0.000374787 -0.0100118 0.0114764
internal_weight=0 0.00944427 0.00809347 0.00706095 0.0057295 0.00458389 0.00252811 0.00205578
internal_count=3121 2842 2276 2010 1776 1092 699 393
is_linear=0
shrinkage=0.1


Tree=4383
num_leaves=11
num_cat=0
split_feature=484 133 42 47 4 2 160 48 52 16
split_gain=0.000164037 8.82003e-05 9.31972e-05 9.63875e-05 0.000109882 0.00017994 0.000153522 9.46243e-05 6.59298e-05 0.000141101
threshold=-0.0068949999999999992 0.10622000000000002 -0.095284999999999995 0.087235000000000021 0.0061450000000000003 0.092875000000000013 0.043720000000000009 0.099800000000000014 0.096795000000000006 -0.020119999999999996
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 6 -6 8 -5 9 -4
right_child=1 -3 3 7 5 -7 -8 -9 -10 -11
leaf_value=-0.0007672190108019382 -0.00041411431902419317 -0.00049366437332922051 0.00060525828891130136 -0.00051820419109698142 0.0011215964329511253 0.00016273381059637589 -0.00060255892685679834 0.00025202160605687331 0.00065777655971224812 -0.00028038630751608967
leaf_weight=0.0010151012042045023 0.0012154925361482155 0.0010474828423337268 0.0012031933742029806 0.0013896579798385743 0.0012650217816459874 0.0018570014848892291 0.0010051752175195532 0.0010975782675459044 0.0011224275402292056 0.0016266772931388166
leaf_count=503 196 371 473 151 170 304 169 102 261 421
internal_value=0 5.15868e-05 0.000100062 0.000159207 0.000263112 0.000551258 8.16492e-05 -0.000178316 0.000255662 9.61686e-05
internal_weight=0 0.0128297 0.0117822 0.0105667 0.0080795 0.00312202 0.00495747 0.00248724 0.0039523 0.00282987
internal_count=3121 2618 2247 2051 1798 474 1324 253 1155 894
is_linear=0
shrinkage=0.00196078


Tree=4384
num_leaves=9
num_cat=0
split_feature=0 15 16 0 42 15 0 16
split_gain=2.08282e-05 5.10999e-05 4.72515e-05 4.11297e-05 7.64071e-05 6.1691e-05 8.54356e-05 6.03691e-05
threshold=-0.060129999999999996 -1.0000000180025095e-35 0.15891500000000003 -0.10011499999999998 0.083995000000000014 -0.11713499999999999 -0.13455999999999999 -0.094359999999999986
decision_type=2 2 2 2 2 2 2 2
left_child=3 -2 -3 5 -5 -1 7 -7
right_child=1 2 -4 4 -6 6 -8 -9
leaf_value=-0.016414101859498601 0.024299997291086128 0.014014102507651069 -0.014199135692896318 -0.0342221343825551 0.0021151081060015275 -0.021372167124077773 0.027990168531546851 0.011276043539254993
leaf_weight=0.001338611120291407 0.0010840419854616923 0.001056399775443348 0.0013550798355874277 0.0010423793252427776 0.0013007946981896728 0.0010222308397208613 0.0014113981968694143 0.0012700112330591186
leaf_count=209 259 145 169 863 1047 126 144 159
internal_value=0 0.0062668 -0.00183973 -0.00310267 -0.0140498 0.00198455 0.00863439 -0.0032835
internal_weight=0 0.00349552 0.00241148 0.00738543 0.00234317 0.00504225 0.00370364 0.00229224
internal_count=3121 573 314 2548 1910 638 429 285
is_linear=0
shrinkage=0.1


Tree=4385
num_leaves=10
num_cat=0
split_feature=484 42 47 42 43 4 151 43 2
split_gain=9.24842e-05 6.91146e-05 7.51539e-05 8.42134e-05 0.000106883 7.69014e-05 4.81495e-05 0.000103022 0.000156589
threshold=-1.0000000180025095e-35 0.10194000000000002 0.10980000000000002 -1.0000000180025095e-35 -0.083134999999999987 0.25615500000000008 -0.0038099999999999996 0.070450000000000013 0.081685000000000021
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 -5 6 -6 8 -8
right_child=1 -3 -4 4 5 -7 7 -9 -10
leaf_value=-0.00056926488277566105 -0.00036806830938345618 -0.00044406080560806949 0.00055080922236532416 0.00057378058933513101 0.00025664923572732965 0.00047155741913723609 0.00011909117077494266 0.00027573173173459136 -0.00081742372016870078
leaf_weight=0.0010124755489959976 0.0016453398821865877 0.0010024412774705836 0.0012279159353097832 0.0015903649883519484 0.0011559396926453863 0.0011160917981804554 0.0012242669604698379 0.0012277077872190068 0.0015624778123222449
leaf_count=515 775 319 119 311 147 189 171 54 521
internal_value=0 4.83477e-05 9.42646e-05 3.53917e-05 0.000119668 4.7854e-06 -9.5973e-05 -0.000197509 -0.000405996
internal_weight=0 0.0117525 0.0107501 0.00952219 0.00787685 0.00628648 0.00517039 0.00401445 0.00278674
internal_count=3121 2606 2287 2168 1393 1082 893 746 692
is_linear=0
shrinkage=0.00196078


Tree=4386
num_leaves=7
num_cat=0
split_feature=4 42 49 0 52 3
split_gain=2.02262e-05 3.16865e-05 4.55791e-05 5.60297e-05 7.16325e-05 5.56176e-05
threshold=0.27287000000000006 0.092145000000000019 -0.00064499999999999985 -0.10011499999999998 0.083680000000000018 0.090900000000000009
decision_type=2 2 2 2 2 2
left_child=1 2 5 -4 -5 -1
right_child=-2 -3 3 4 -6 -7
leaf_value=-0.023415207210093783 0.010529029366315381 -0.015987815489100204 0.019697228139508433 -0.015929675672417942 0.012518420323433602 0.0063347641713691607
leaf_weight=0.0014415436417005182 0.0015413441629441712 0.0013528242190875501 0.0018815446046796577 0.0017643160581431406 0.0017762147524952657 0.0011140441334457352
leaf_count=421 352 544 246 840 622 96
internal_value=0 -0.00183634 0.000563423 0.00575271 -0.00165782 -0.0104465
internal_weight=0 0.00933049 0.00797766 0.00542208 0.00354053 0.00255559
internal_count=3121 2769 2225 1708 1462 517
is_linear=0
shrinkage=0.1


Tree=4387
num_leaves=10
num_cat=0
split_feature=52 52 4 4 42 3 3 2 2
split_gain=5.09512e-05 8.36864e-05 6.29212e-05 0.000124852 9.71697e-05 8.96008e-05 0.000178396 9.44559e-05 7.85277e-05
threshold=0.19022000000000003 0.11008000000000001 -0.35136499999999998 -0.083854999999999985 0.097315000000000026 -0.091054999999999983 -0.059315 0.11215000000000001 0.089775000000000008
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 5 -5 -7 8 -8
right_child=-2 -3 3 4 -6 6 7 -9 -10
leaf_value=-0.00041416520824590563 -0.00042255530189741773 0.00054920336849784374 0.00062426126189533927 0.00034748371431438113 0.0005138596652552351 -0.0009592827050534696 -0.00019009751127868906 -0.00053745498113580751 0.0004091328566595522
leaf_weight=0.0013813538722923001 0.0010462615611860132 0.0010791968163739859 0.0011999048845096642 0.0012061165116970841 0.0010083528490295998 0.001077132444259543 0.0017545058833725686 0.0012317381471442417 0.0016145253786821433
leaf_count=199 350 183 392 233 302 953 180 175 154
internal_value=0 2.93133e-05 -2.42559e-05 3.49815e-05 -5.46087e-05 -0.000137876 -0.000240978 -7.28086e-05 9.70689e-05
internal_weight=0 0.0115528 0.0104736 0.00909228 0.00789237 0.00688402 0.0056779 0.00460077 0.00336903
internal_count=3121 2771 2588 2389 1997 1695 1462 509 334
is_linear=0
shrinkage=0.00196078


Tree=4388
num_leaves=9
num_cat=0
split_feature=484 4 16 0 0 2 16 2
split_gain=0.000103036 5.51023e-05 6.25906e-05 9.49027e-05 8.08222e-05 7.12343e-05 0.000100281 8.65761e-05
threshold=-1.0000000180025095e-35 0.27044500000000005 -0.014034999999999997 -0.053834999999999994 0.030935000000000004 0.092755000000000018 -0.088159999999999988 0.088225000000000012
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 5 -4 -5 6 7 -2
right_child=1 -3 3 4 -6 -7 -8 -9
leaf_value=-0.00060052075197091317 -6.3994407922206062e-05 0.00037581738154600293 0.00049883708612701678 -0.00048653140967642273 0.00019963032190973721 -0.00045649812928036723 -0.00043170640327032844 0.00068546568615568415
leaf_weight=0.001032118160730869 0.0014471673081511557 0.0016677022917230581 0.0018882344027628347 0.0010913645213652336 0.0016697534114517611 0.0018990365942313276 0.0012947652805848759 0.0010035339883095063
leaf_count=515 312 346 578 131 172 387 591 89
internal_value=0 4.5181e-05 -8.38519e-06 0.000160081 -7.15832e-05 -0.00014715 9.6968e-06 0.000242901
internal_weight=0 0.0119616 0.0102939 0.00464935 0.00276112 0.0056445 0.00374547 0.0024507
internal_count=3121 2606 2260 881 303 1379 992 401
is_linear=0
shrinkage=0.00196078


Tree=4389
num_leaves=11
num_cat=0
split_feature=48 2 40 159 51 16 52 0 0 0
split_gain=7.00215e-05 0.000103894 9.45073e-05 7.21278e-05 9.91786e-05 7.52748e-05 0.00015908 0.000103538 0.000114072 2.87768e-05
threshold=0.12230500000000001 0.11293500000000002 -1.0000000180025095e-35 0.082585000000000006 0.086310000000000012 0.19444000000000003 0.090245000000000006 -0.10607499999999999 -0.084269999999999984 -0.13843999999999998
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 6 7 -4 -9 -3
right_child=-2 9 3 -5 -6 -7 -8 8 -10 -11
leaf_value=-0.00061526824475864269 -0.00049975039339719392 0.00066795541694269404 0.0006242746776245259 -0.00045742495027593791 -0.00047417608370660597 0.00060441265254217267 -0.000576071572117599 -0.00047937041686600028 0.00041207220327398617 0.00020583436531656818
leaf_weight=0.0010183912406900213 0.0010203298199093032 0.0010220465301015681 0.0016902709656855877 0.0010743117769190435 0.0010410985039511463 0.0012759744404181881 0.0011315683063582429 0.0010720327082478112 0.0011374674059626663 0.0010506380671639233
leaf_count=224 108 101 135 310 274 232 435 481 481 340
internal_value=0 3.61858e-05 -5.10854e-05 1.713e-05 8.65082e-05 0.000179056 7.11832e-05 0.000258992 -2.0449e-05 0.000433708
internal_weight=0 0.0115138 0.00944112 0.00842272 0.00734841 0.00630731 0.00503134 0.00389977 0.0022095 0.00207268
internal_count=3121 3013 2572 2348 2038 1764 1532 1097 962 441
is_linear=0
shrinkage=0.00196078


Tree=4390
num_leaves=9
num_cat=0
split_feature=52 49 15 52 12 12 15 1
split_gain=2.13883e-05 3.54642e-05 3.56499e-05 6.22708e-05 0.00011978 0.000101998 0.000137846 0.000185927
threshold=0.15915500000000002 -0.080089999999999981 0.088655000000000025 0.070205000000000017 0.096990000000000007 0.081420000000000006 -0.016799999999999995 0.11181500000000001
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 6 7 -3
right_child=-2 2 -4 -5 -6 -7 -8 -9
leaf_value=0.015443051239636211 -0.013616214335342916 0.0070154271871959847 -0.018720008905259707 0.017818696885001675 0.027395658786415034 -0.038597841733316388 0.027355117637961786 -0.048195061461523636
leaf_weight=0.0015132672849933792 0.0010562242641250262 0.0014955655688504228 0.0010190860579918628 0.001731506101994967 0.0010059027473779967 0.0010199624392230044 0.0010678011083808661 0.0010300650954336616
leaf_count=234 368 199 501 501 251 732 139 196
internal_value=0 0.00135505 -0.00119205 0.00123796 -0.00387116 -0.0106886 -0.00276677 -0.0155019
internal_weight=0 0.00988316 0.00836989 0.0073508 0.0056193 0.00461339 0.00359343 0.00252563
internal_count=3121 2753 2519 2018 1517 1266 534 395
is_linear=0
shrinkage=0.1


Tree=4391
num_leaves=10
num_cat=0
split_feature=41 13 52 16 0 47 15 1 1
split_gain=0.000101908 6.08658e-05 0.000180528 6.08173e-05 5.72267e-05 7.54332e-05 0.000116482 0.000115723 3.80679e-05
threshold=0.075585000000000013 -0.010384999999999998 -0.013374999999999998 -0.083539999999999989 -0.019414999999999998 0.096175000000000024 0.035560000000000008 0.094465000000000007 0.08844500000000001
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 -1 8 5 6 7 -3 -4
right_child=-2 4 3 -5 -6 -7 -8 -9 -10
leaf_value=0.00080060822086142308 -0.00060282673086427523 -0.00019722993687202995 -8.6635445488253437e-05 -0.00035560530719988553 0.0002672864715772783 -0.00061091689665279637 -0.00059617963625709525 0.00051045036227883309 0.00044834691797328329
leaf_weight=0.0014122176606050844 0.0010290078912034506 0.0019613565457086866 0.0010260037200328902 0.0013549354955628393 0.001518365068267029 0.0011466415593585286 0.0011402217915198777 0.0016239615728840737 0.001019516798653591
leaf_count=596 170 279 370 603 229 103 395 166 210
internal_value=0 3.97184e-05 0.000211321 -3.34112e-05 -7.20282e-05 -0.000159765 -5.02934e-05 0.000123312 0.000180007
internal_weight=0 0.0122032 0.00481267 0.00340046 0.00739055 0.00587218 0.00472554 0.00358532 0.00204552
internal_count=3121 2951 1779 1183 1172 943 840 445 580
is_linear=0
shrinkage=0.00196078


Tree=4392
num_leaves=8
num_cat=0
split_feature=4 151 43 43 43 0 16
split_gain=2.21029e-05 3.16117e-05 5.01132e-05 9.66066e-05 6.98848e-05 9.68245e-05 3.26083e-05
threshold=0.27287000000000006 -0.024429999999999997 -0.074359999999999996 -0.095049999999999982 0.016310000000000002 -0.084144999999999984 -0.073849999999999985
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 -3 5 6 -4
right_child=-2 2 4 -5 -6 -7 -8
leaf_value=0.010954445799474263 0.010958578181347982 -0.0077967487405767172 -0.019074267574461887 0.031084500502616859 0.0048837377507589038 -0.044066838981302314 0.0059527004942237375
leaf_weight=0.0015828921032209993 0.0015518108034894016 0.0017695286714010864 0.0010826262038412821 0.0010002692847545101 0.0018548949839247335 0.0010678140309099745 0.0010028622914460932
leaf_count=451 352 329 304 487 401 625 172
internal_value=0 -0.00192727 -0.00454881 0.00624461 -0.0105181 -0.0195781 -0.00703939
internal_weight=0 0.00936089 0.007778 0.0027698 0.0050082 0.0031533 0.00208549
internal_count=3121 2769 2318 816 1502 1101 476
is_linear=0
shrinkage=0.1


Tree=4393
num_leaves=11
num_cat=0
split_feature=41 474 52 52 52 133 12 16 0 12
split_gain=0.000104482 7.02779e-05 6.95843e-05 0.000109761 8.53571e-05 5.06909e-05 8.41738e-05 0.000114887 0.000107159 4.51105e-05
threshold=1.0000000180025095e-35 0.084660000000000027 -0.081429999999999989 -0.0027449999999999996 -0.24456499999999998 -1.0000000180025095e-35 0.10193000000000001 -0.36241499999999999 -0.10151999999999999 0.081420000000000006
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -4 -1 -5 7 -7 -9 -10
right_child=-2 -3 3 5 -6 6 -8 8 9 -11
leaf_value=-8.1813075144923959e-05 -0.00061251664669328997 0.00051680287032466489 -0.00057661180389758791 -0.00034509691944267887 0.0006819085563863239 -0.00022887615469421497 -0.00041756495188000428 0.00093571414094342255 -0.00013290828775716171 0.00041228851182890393
leaf_weight=0.0011258357433579522 0.0010280133888765494 0.0010763843172124409 0.0014646651540472415 0.0012717685417736116 0.0011247171702958223 0.0016762455362811552 0.0010583162105164265 0.0010048242651273854 0.0010452996889339893 0.0013207019042956953
leaf_count=274 173 331 338 661 309 239 162 54 95 485
internal_value=0 3.84541e-05 -7.96397e-06 -8.63154e-05 0.000299858 1.10283e-05 8.52102e-05 0.000190637 0.000399252 0.000171421
internal_weight=0 0.0121688 0.0110924 0.00884182 0.00225055 0.00737716 0.00610539 0.00504707 0.00337083 0.002366
internal_count=3121 2948 2617 2034 583 1696 1035 873 634 580
is_linear=0
shrinkage=0.00196078


Tree=4394
num_leaves=9
num_cat=0
split_feature=3 39 51 52 0 0 15 4
split_gain=1.99363e-05 4.1627e-05 5.34649e-05 5.35025e-05 4.17012e-05 7.20343e-05 9.19047e-05 6.35104e-05
threshold=0.149315 0.085060000000000011 0.08955500000000001 0.10611000000000001 -0.062294999999999996 -0.10607499999999999 0.088235000000000022 0.25615500000000008
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 7 -7 -1
right_child=-2 -3 -4 -5 -6 6 -8 -9
leaf_value=0.023031043504296092 0.012171935186320804 0.017459310171917524 -0.023055250276729167 -0.021558027845053576 0.016814104573694866 -0.034235947429305656 0.0062998978134032758 -0.008713774219058645
leaf_weight=0.0014839899382467167 0.0011807988586563884 0.001026436339622387 0.0012407596292179973 0.0010505134996672636 0.0015931501575756953 0.0011759045176351049 0.0010666890997291466 0.0010954537857874036
leaf_count=163 168 308 310 365 318 1049 327 113
internal_value=0 -0.00158746 -0.00383296 -0.000638316 0.00278737 -0.00184691 -0.0149551 0.00954946
internal_weight=0 0.0097329 0.00870646 0.0074657 0.00641519 0.00482204 0.00224259 0.00257944
internal_count=3121 2953 2645 2335 1970 1652 1376 276
is_linear=0
shrinkage=0.1


Tree=4395
num_leaves=7
num_cat=0
split_feature=4 42 49 160 0 52
split_gain=2.15155e-05 3.06676e-05 4.47118e-05 5.99519e-05 4.42323e-05 5.9153e-05
threshold=0.27287000000000006 0.092145000000000019 -0.00064499999999999985 0.079055000000000014 -0.10011499999999998 0.083680000000000018
decision_type=2 2 2 2 2 2
left_child=1 2 3 -1 -4 -6
right_child=-2 -3 4 -5 5 -7
leaf_value=-0.025745648519798953 0.01081840622238904 -0.0158366748240087 0.017973147646079563 0.0048944105700968977 -0.014094507749867705 0.0117879670869417
leaf_weight=0.0012792142715950189 0.0015500493896328281 0.0013510597922378595 0.0018841001318463477 0.0012751609978380631 0.0017453464249672537 0.0017871827624675158
leaf_count=340 352 544 246 177 840 622
internal_value=0 -0.00190501 0.000456357 -0.0104499 0.00559955 -0.00100001
internal_weight=0 0.00932206 0.007971 0.00255438 0.00541663 0.00353253
internal_count=3121 2769 2225 517 1708 1462
is_linear=0
shrinkage=0.1


Tree=4396
num_leaves=10
num_cat=0
split_feature=484 4 49 150 49 42 16 13 43
split_gain=0.000121111 5.95463e-05 4.61863e-05 5.15733e-05 7.41332e-05 8.32755e-05 7.49341e-05 0.000100308 6.71646e-05
threshold=-1.0000000180025095e-35 0.27044500000000005 0.065470000000000014 0.086615000000000011 -0.026779999999999995 0.091545000000000015 0.22339500000000004 -0.093839999999999993 -0.078844999999999985
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 6 7 -6 -9
right_child=1 -3 -4 -5 5 -7 -8 8 -10
leaf_value=-0.00065479760053921649 0.0004527845383417352 0.0003996876843874017 0.00038984799724659891 -0.00039909492361150348 0.00069490201918554167 -0.00054298505282330482 -0.00041081442778997783 0.00031342759448895738 -0.00027695759373270887
leaf_weight=0.0010152053552708795 0.0012344186991112205 0.0016236864687800218 0.0010209980321599582 0.001378939848448159 0.0010106808114995793 0.0011773504788162052 0.0011313160588602754 0.0013157592728940935 0.0016955270195791138
leaf_count=515 146 346 425 217 90 334 158 287 603
internal_value=0 5.14886e-05 -5.24662e-06 -5.03485e-05 1.32202e-05 -7.24911e-05 3.50009e-05 0.000160402 -1.89932e-05
internal_weight=0 0.0115887 0.00996499 0.00894399 0.00756505 0.00633063 0.00515328 0.00402197 0.00301129
internal_count=3121 2606 2260 1835 1618 1472 1138 980 890
is_linear=0
shrinkage=0.00196078


Tree=4397
num_leaves=8
num_cat=0
split_feature=42 157 43 2 16 4 16
split_gain=2.11382e-05 3.19015e-05 4.79096e-05 7.46033e-05 0.000123187 5.66741e-05 4.72203e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.074359999999999996 0.099515000000000006 -0.088159999999999988 0.033845000000000007 -0.014034999999999997
decision_type=2 2 2 2 2 2 2
left_child=-1 -2 6 4 -4 -5 -3
right_child=1 2 3 5 -6 -7 -8
leaf_value=-0.0098199380395518534 -0.01307817446433867 0.0017238101733440332 0.0056703191464844982 0.025567249877363342 -0.036196863885613863 -0.0030335680830885729 0.031465553884084722
leaf_weight=0.0018513737692792106 0.0012270237050443829 0.0010375717473038353 0.0016855684944102223 0.0013769439769141282 0.0012053156644285773 0.001394495703431025 0.0010995070654475445
leaf_count=862 504 337 270 193 464 204 287
internal_value=0 0.0019101 0.0042681 -0.000546871 -0.0117856 0.0111763 0.0170257
internal_weight=0 0.00902643 0.0077994 0.00566232 0.00289088 0.00277144 0.00213708
internal_count=3121 2259 1755 1131 734 397 624
is_linear=0
shrinkage=0.1


Tree=4398
num_leaves=10
num_cat=0
split_feature=484 4 43 16 2 16 16 0 51
split_gain=7.73724e-05 7.4247e-05 4.80581e-05 9.07397e-05 0.000180564 7.67277e-05 0.000126185 0.00011867 0.000212216
threshold=-1.0000000180025095e-35 0.27044500000000005 -0.074359999999999996 0.23311500000000004 0.084245000000000014 0.22339500000000004 -0.0094449999999999968 -0.10224499999999999 0.081440000000000026
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 6 7 8 -4
right_child=1 -3 5 -5 -6 -7 -8 -9 -10
leaf_value=-0.00050979283414144668 0.00052476219489331353 0.00041678458178696828 -0.0010373195042863196 0.00062290982204479188 -0.00047193651069122895 -0.00055587145581031841 0.00058399330137319917 0.00018034338036973795 0.00015421928953960123
leaf_weight=0.0010646506152092406 0.0012421185631920784 0.0017379092070082388 0.0012127288788884869 0.001120722127285697 0.0015976521823302071 0.0012699316678373238 0.0010660342916103769 0.0019966308360747694 0.0010922641734486538
leaf_count=515 217 346 112 151 476 214 192 829 69
internal_value=0 4.11355e-05 -2.04647e-05 0.00015047 -3.59795e-05 -0.000122457 -1.99161e-05 -0.000169578 -0.000472687
internal_weight=0 0.012336 0.0105981 0.00396049 0.00283977 0.00663759 0.00536766 0.00430162 0.00230499
internal_count=3121 2606 2260 844 693 1416 1202 1010 181
is_linear=0
shrinkage=0.00196078


Tree=4399
num_leaves=10
num_cat=0
split_feature=48 48 51 0 0 0 16 43 16
split_gain=6.45124e-05 0.000103665 0.000124852 0.00010882 5.29131e-05 0.000125118 0.000100444 0.00014166 8.79415e-05
threshold=0.12230500000000001 0.092475000000000016 0.087505000000000013 -0.17169499999999996 -0.077999999999999986 -0.053834999999999994 -0.056919999999999991 -0.0037449999999999996 0.15891500000000003
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 6 -6 7 -5 -7
right_child=-2 -3 -4 4 5 8 -8 -9 -10
leaf_value=0.00061877071351208344 -0.00047710061485242662 0.00053724108809483225 -0.00067372606631342917 -0.00051794945771518972 0.00070507023292921934 0.00034930043400942305 -0.00069701498384913902 0.00037742445198083564 -0.00033806927217564338
leaf_weight=0.0011031373316270883 0.0010229231338644779 0.0013980097889895104 0.0010463710281074226 0.0011786746571808542 0.0010397358290191935 0.0011400207167360172 0.0011212273618024992 0.0016036786225187439 0.0019221730845070603
leaf_count=111 108 257 307 578 451 198 604 303 204
internal_value=0 3.66501e-05 -3.22647e-05 4.14243e-05 -3.81325e-05 0.000117376 -0.000201543 -1.8784e-06 -8.21692e-05
internal_weight=0 0.011553 0.010155 0.00910865 0.00800551 0.00410193 0.00390358 0.00278235 0.00306219
internal_count=3121 3013 2756 2449 2338 853 1485 881 402
is_linear=0
shrinkage=0.00196078


Tree=4400
num_leaves=9
num_cat=0
split_feature=4 0 1 13 3 2 49 47
split_gain=2.26013e-05 6.79794e-05 4.3778e-05 6.05523e-05 4.89789e-05 6.74956e-05 7.24963e-05 5.54953e-05
threshold=-0.49013999999999996 -1.0000000180025095e-35 0.077565000000000009 -0.094514999999999988 0.10893000000000001 1.0000000180025095e-35 -0.015259999999999998 0.092165000000000011
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 5 7 -7 -5
right_child=1 -3 3 4 -6 6 -8 -9
leaf_value=-0.014388406766540789 -0.014673690556607647 0.024633579997556346 0.021945648828253533 -0.026657691063660918 -0.019175843562987911 -0.0022112760354583657 0.034934821427750791 0.0056601975945104969
leaf_weight=0.0010027102327572973 0.0019794239498599079 0.001114467971978843 0.0012669266180394909 0.0010066043498237883 0.0013109694969237751 0.0010929393871922308 0.0010117874739558651 0.0011253614870685271
leaf_count=169 1551 173 231 443 92 127 196 139
internal_value=0 0.00136634 -0.00158233 0.0022203 -0.0022844 0.00294235 0.0156457 -0.00959864
internal_weight=0 0.00990848 0.00879401 0.00681459 0.00554766 0.00423669 0.00210473 0.00213197
internal_count=3121 2952 2779 1228 997 905 323 582
is_linear=0
shrinkage=0.1


Tree=4401
num_leaves=9
num_cat=0
split_feature=11 13 39 0 151 12 4 0
split_gain=2.05154e-05 3.30874e-05 5.21088e-05 5.03984e-05 6.50363e-05 3.86478e-05 0.000125763 1.95906e-05
threshold=0.078340000000000007 -0.094514999999999988 0.0046100000000000004 -0.053834999999999994 -0.044604999999999992 0.089735000000000023 0.0061450000000000003 -0.084269999999999984
decision_type=2 2 2 2 2 2 2 2
left_child=1 7 3 4 -3 6 -6 -1
right_child=-2 2 -4 -5 5 -7 -8 -9
leaf_value=0.0032344722730194356 -0.013244189639150142 -0.023378943603483502 0.01859605663548659 -0.022476208445739092 -0.028736884666575126 0.018474486334568972 0.014397664273990314 0.022532572711356585
leaf_weight=0.0011003637596376644 0.0010663960709596425 0.0010166755945609845 0.0010882291729063754 0.0013227683683534382 0.0010840387430376347 0.001387672981308135 0.0017954515715873521 0.0010078506170217525
leaf_count=244 208 309 309 262 761 779 159 90
internal_value=0 0.00136087 -0.00168007 -0.00501992 -0.000649877 0.00476545 -0.00184115 0.0124601
internal_weight=0 0.00980305 0.00769484 0.00660661 0.00528384 0.00426716 0.00287949 0.00210821
internal_count=3121 2913 2579 2270 2008 1699 920 334
is_linear=0
shrinkage=0.1


Tree=4402
num_leaves=11
num_cat=0
split_feature=484 42 42 3 2 48 3 16 1 43
split_gain=0.000176045 9.65937e-05 9.50132e-05 0.00012608 0.000108018 9.81348e-05 0.000156561 6.51044e-05 4.93625e-05 3.24962e-05
threshold=-0.0068949999999999992 0.10256000000000001 -1.0000000180025095e-35 -0.10023499999999998 0.084055000000000005 0.092475000000000016 0.10542000000000001 -0.0048099999999999992 0.090405000000000013 -0.0030899999999999994
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 8 7 9 6 -6 -4 -2 -5
right_child=1 -3 3 4 5 -7 -8 -9 -10 -11
leaf_value=-0.00080264006485022119 -0.00057857119771977149 -0.00052488152800394996 0.00024997299689101906 0.00068810626691777929 -0.00068400484519248381 0.00029830089531759132 0.00016159604291092464 0.0009373389725413283 2.3136717410197992e-06 0.00019745411831231343
leaf_weight=0.0010087360146828787 0.0010216150900674288 0.0010353782879829092 0.0010168265250205285 0.0010264156703834776 0.0017772116519731273 0.001664140281156406 0.0015993711651322989 0.001106035980984799 0.0012513732718450791 0.0010497412394221959
leaf_count=503 663 311 109 288 579 150 148 124 140 106
internal_value=0 4.87787e-05 0.00010037 0.000188719 6.36239e-05 -9.14065e-05 -0.000283473 0.000608099 -0.00025877 0.000440024
internal_weight=0 0.0125481 0.0115127 0.00923974 0.00711688 0.00504072 0.00337658 0.00212286 0.00227299 0.00207616
internal_count=3121 2618 2307 1504 1271 877 727 233 803 394
is_linear=0
shrinkage=0.00196078


Tree=4403
num_leaves=9
num_cat=0
split_feature=12 12 52 4 4 1 0 3
split_gain=2.01576e-05 4.32689e-05 4.16167e-05 5.09827e-05 8.26223e-05 4.55068e-05 0.000101283 2.58376e-05
threshold=0.10866500000000003 0.097825000000000009 0.070205000000000017 -0.04890499999999999 -1.0000000180025095e-35 0.11061500000000002 -0.11437499999999999 -0.077774999999999983
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -5 6 -6 -4
right_child=-2 -3 7 4 5 -7 -8 -9
leaf_value=-0.020953720637229476 -0.013307062799050652 0.020440409102151908 -0.00012717483842464297 0.025350946981252703 0.02068958819310357 -0.021550967216991807 -0.021160463799279862 0.02013668173890026
leaf_weight=0.0015682330107674117 0.0010414255499122211 0.0010567516842420336 0.0012740344613293053 0.0010012279456740798 0.0012583354280788937 0.0013628455866548156 0.0010700441151847936 0.001243255440053406
leaf_count=558 249 269 603 545 138 235 248 276
internal_value=0 0.00132351 -0.000977908 -0.00534399 -0.000127173 -0.007038 0.00145673 0.00988087
internal_weight=0 0.00983473 0.00877798 0.00626069 0.00469245 0.00369123 0.00232838 0.00251729
internal_count=3121 2872 2603 1724 1166 621 386 879
is_linear=0
shrinkage=0.1


Tree=4404
num_leaves=8
num_cat=0
split_feature=52 11 43 3 133 13 4
split_gain=2.08599e-05 3.28209e-05 5.25684e-05 6.91099e-05 5.65175e-05 6.53599e-05 7.80523e-05
threshold=0.15915500000000002 0.076920000000000002 -0.04890499999999999 -0.076669999999999988 -0.0061299999999999992 -0.099939999999999987 0.033845000000000007
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 -1 -4 -6 -7
right_child=-2 -3 4 -5 5 6 -8
leaf_value=0.0010995343412431454 -0.013415710133687484 -0.015705066924313199 -0.02279347229954462 0.031975909179193095 0.020810387173614862 0.0081171663539406341 -0.022828648826218517
leaf_weight=0.0017142636509654802 0.0010569164727465994 0.0010092339530207986 0.0010838915456785414 0.0012560757083238722 0.0013825170715390613 0.001915455426223204 0.0014187294894774077
leaf_count=781 368 208 683 356 156 425 144
internal_value=0 0.00137262 0.00333767 0.0141563 -0.00220228 0.00252954 -0.00505059
internal_weight=0 0.00978017 0.00877093 0.00297034 0.00580059 0.0047167 0.00333418
internal_count=3121 2753 2545 1137 1408 725 569
is_linear=0
shrinkage=0.1


Tree=4405
num_leaves=8
num_cat=0
split_feature=4 40 47 3 2 16 43
split_gain=2.61577e-05 3.18368e-05 4.77806e-05 5.74084e-05 9.96052e-05 5.16347e-05 0.000131306
threshold=0.27287000000000006 -0.064864999999999992 0.09550500000000002 0.10542000000000001 0.092875000000000013 -0.088159999999999988 -0.083134999999999987
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 4 5 -3 -7
right_child=-2 2 -4 -5 -6 6 -8
leaf_value=-0.018328276394463182 0.011994438475142612 0.014023449715938816 0.017077361007127836 0.015664749324597896 -0.028785653839914205 0.016108708040384109 -0.032263459104459137
leaf_weight=0.0010658655055910985 0.0015425319625877601 0.0016823786615694368 0.0013712619938367381 0.0012847658292232667 0.0016056184722602618 0.0010751389566036891 0.0011738657481326698
leaf_count=196 352 394 248 115 666 367 783
internal_value=0 -0.00207069 4.43274e-05 -0.00337953 -0.00779843 0.00077298 -0.0091391
internal_weight=0 0.0092589 0.00819303 0.00682177 0.005537 0.00393138 0.002249
internal_count=3121 2769 2573 2325 2210 1544 1150
is_linear=0
shrinkage=0.1


Tree=4406
num_leaves=7
num_cat=0
split_feature=4 151 0 0 4 4
split_gain=2.12403e-05 3.06068e-05 4.65955e-05 6.92783e-05 7.85223e-05 4.90845e-05
threshold=0.27287000000000006 -0.024429999999999997 -0.11756999999999999 -0.10011499999999998 -0.076229999999999978 -0.35136499999999998
decision_type=2 2 2 2 2 2
left_child=1 -1 -3 -4 5 -5
right_child=-2 2 3 4 -6 -7
leaf_value=0.010927973094172419 0.010810605729879769 -0.018501037663829236 0.022697089016007404 -0.0082363425382748646 -0.024157954036900312 0.016325454075414469
leaf_weight=0.0015527070444813131 0.0015404235695180837 0.0018081259256330457 0.0010830605064880315 0.00171563589453107 0.0015116047556911418 0.0015475266505892656
leaf_count=451 352 245 115 222 972 764
internal_value=0 -0.00187508 -0.00446828 -0.000136816 -0.00531623 0.00341188
internal_weight=0 0.00921866 0.00766595 0.00585783 0.00477477 0.00326316
internal_count=3121 2769 2318 2073 1958 986
is_linear=0
shrinkage=0.1


Tree=4407
num_leaves=9
num_cat=0
split_feature=131 160 49 51 47 42 2 43
split_gain=1.87712e-05 3.80935e-05 4.21523e-05 5.80436e-05 5.72394e-05 7.64233e-05 5.99815e-05 7.82479e-05
threshold=0.084390000000000007 -0.085579999999999976 0.085350000000000023 0.087505000000000013 1.0000000180025095e-35 0.091295000000000015 0.084245000000000014 0.0051600000000000005
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 6 -3 -8
right_child=-2 2 -4 -5 -6 -7 7 -9
leaf_value=0.019025011396963238 -0.012396286372789042 0.018286894891385748 0.01839663392398682 -0.025812808109635512 -0.0179872457458626 0.028257537135020352 -0.020788291751854853 0.013622589875552357
leaf_weight=0.0010837510854375962 0.0011052540671201054 0.0011126124389516682 0.0010016651896581821 0.0010048455101814048 0.0013919187764318032 0.0010988258433194025 0.0019262620890381828 0.001005895380767563
leaf_count=465 492 329 415 213 132 323 640 112
internal_value=0 0.00136368 -0.000877059 -0.00343739 2.8698e-06 0.00487121 -0.00148205 -0.00898342
internal_weight=0 0.00962578 0.00854203 0.00754036 0.00653551 0.0051436 0.00404477 0.00293216
internal_count=3121 2629 2164 1749 1536 1404 1081 752
is_linear=0
shrinkage=0.1


Tree=4408
num_leaves=8
num_cat=0
split_feature=1 16 15 2 2 47 16
split_gain=1.91428e-05 4.84106e-05 5.74158e-05 2.94871e-05 6.68042e-05 5.93087e-05 6.00581e-05
threshold=0.077565000000000009 0.19444000000000003 0.035560000000000008 0.11474000000000002 0.092480000000000021 0.096300000000000011 -0.087989999999999985
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 4 5 6 -2
right_child=3 -3 -4 -5 -6 -7 -8
leaf_value=-0.030499666575299896 0.030553423393901574 0.011961940015829384 0.00010847816135090901 0.014968224908567144 -0.018563050532011582 -0.013763275906062048 0.0017058200051592596
leaf_weight=0.0011171623498867069 0.0012145739266478039 0.0010447703744950851 0.0013576208100170091 0.0015821964147429727 0.0014979566192796293 0.0010975844494356714 0.001778415792580934
leaf_count=663 210 196 777 323 282 152 518
internal_value=0 -0.00608836 -0.0137086 0.0029164 -0.00049565 0.00612058 0.0134124
internal_weight=0 0.00351955 0.00247478 0.00717073 0.00558853 0.00409057 0.00299299
internal_count=3121 1636 1440 1485 1162 880 728
is_linear=0
shrinkage=0.1


Tree=4409
num_leaves=7
num_cat=0
split_feature=12 0 15 150 16 0
split_gain=1.93788e-05 3.77981e-05 6.18449e-05 9.33379e-05 8.32754e-05 5.42091e-05
threshold=0.10711000000000002 -0.019414999999999998 -0.0088349999999999974 0.081835000000000019 -0.056919999999999991 -0.10011499999999998
decision_type=2 2 2 2 2 2
left_child=1 2 3 4 -1 -4
right_child=-2 -3 5 -5 -6 -7
leaf_value=-0.0056894746426717109 -0.01240078420302897 0.01416277137895797 0.0264083966949001 0.01182458575659678 -0.038829366482458633 -0.0012960984162396689
leaf_weight=0.0019693284258002525 0.0011340498303936504 0.0018724164405463676 0.001167088461028615 0.0014933012561203149 0.0012329968380510423 0.0017887391353707484
leaf_count=470 285 318 155 314 544 1035
internal_value=0 0.00142777 -0.00168866 -0.00882167 -0.0184494 0.00964283
internal_weight=0 0.00952387 0.00765145 0.00469563 0.00320233 0.00295583
internal_count=3121 2836 2518 1328 1014 1190
is_linear=0
shrinkage=0.1


Tree=4410
num_leaves=8
num_cat=0
split_feature=1 43 52 16 0 43 3
split_gain=2.06586e-05 5.75303e-05 7.37466e-05 5.62839e-05 0.000143177 4.24453e-05 7.16562e-05
threshold=0.10439500000000002 -0.083134999999999987 0.090245000000000006 -0.056919999999999991 -0.10224499999999999 -0.076124999999999984 0.11924500000000002
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 -2 -7
right_child=5 2 -4 -5 -6 6 -8
leaf_value=0.011019731841695546 -0.010259533772711734 -0.019256375309412974 -0.031511570045528306 -0.020834101470147366 0.029544362345345555 0.02776924587576628 -0.0040955531919369256
leaf_weight=0.001936492419386278 0.0011855304144898927 0.0011485165322991033 0.0011465143340384154 0.0011209143289425813 0.0012616016030267221 0.0014523194182726887 0.0013727931614082737
leaf_count=662 241 143 474 575 582 254 190
internal_value=0 -0.0034752 -0.00947607 -0.00232122 0.00628888 0.00562116 0.0122853
internal_weight=0 0.00661404 0.00467755 0.00353103 0.00241012 0.00401064 0.00282511
internal_count=3121 2436 1774 1300 725 685 444
is_linear=0
shrinkage=0.1


Tree=4411
num_leaves=9
num_cat=0
split_feature=484 1 457 4 4 16 16 12
split_gain=1.92692e-05 3.4175e-05 5.17601e-05 4.55421e-05 6.90093e-05 6.83504e-05 5.31462e-05 2.48913e-05
threshold=0.085515000000000022 0.13146500000000003 0.045365000000000009 -0.076229999999999978 0.018150000000000003 -0.074319999999999983 -0.51370499999999997 0.085885000000000017
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 7 -5 6 -6 -1
right_child=-2 -3 -4 4 5 -7 -8 -9
leaf_value=0.015231127720240489 0.012853780493642903 0.015539903081778349 0.01553921745477607 -0.035795378005432074 -0.00063747023002251797 0.013552501867058801 -0.031771998195708716 -0.0040446028261411898
leaf_weight=0.0010542652735642546 0.0010450583169193525 0.0010531911135596315 0.0012156645877973429 0.0010319896762017067 0.001072193593778929 0.0011484930093587603 0.0011219799090913553 0.0018376279789797958
leaf_count=307 341 194 222 852 109 203 229 664
internal_value=0 -0.0014498 -0.00355932 -0.00675443 -0.0131911 -0.00621243 -0.016558 0.00298254
internal_weight=0 0.00953541 0.00848221 0.00726655 0.00437466 0.00334267 0.00219417 0.00289189
internal_count=3121 2780 2586 2364 1393 541 338 971
is_linear=0
shrinkage=0.1


Tree=4412
num_leaves=7
num_cat=0
split_feature=50 157 43 43 48 16
split_gain=1.90215e-05 3.25675e-05 4.00085e-05 4.29003e-05 4.68662e-05 7.71949e-05
threshold=0.088425000000000017 -0.072409999999999988 -0.15323999999999996 -0.00045499999999999995 0.085875000000000021 -0.091114999999999988
decision_type=2 2 2 2 2 2
left_child=1 -1 -3 -4 5 -5
right_child=-2 2 3 4 -6 -7
leaf_value=0.018321144900597199 -0.012705916437888418 0.013529683533283432 -0.017174582065059597 0.023417407949599872 -0.013712566358690177 -0.0064296456594968542
leaf_weight=0.0010142159000663164 0.0010653138053143456 0.0016127495437568747 0.0018116995652982699 0.0015934896557096481 0.0015487632271168408 0.0018994462457432547
leaf_count=297 560 204 1247 249 168 396
internal_value=0 0.00138724 -0.000641387 -0.00397614 0.000766629 0.00718669
internal_weight=0 0.00948036 0.00846615 0.0068534 0.0050417 0.00349294
internal_count=3121 2561 2264 2060 813 645
is_linear=0
shrinkage=0.1


Tree=4413
num_leaves=9
num_cat=0
split_feature=1 4 15 4 0 16 47 15
split_gain=2.00168e-05 4.50028e-05 3.8799e-05 3.27183e-05 2.79575e-05 6.42362e-05 4.50272e-05 3.32165e-05
threshold=0.090405000000000013 -0.15764999999999998 -0.0063699999999999989 -0.059649999999999988 -0.23001499999999997 -0.056919999999999991 0.092165000000000011 -0.037864999999999989
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 -2 6 -6 -7
right_child=4 2 3 -5 5 7 -8 -9
leaf_value=0.0079435073456175283 -0.010943846319580744 -0.027831096964430358 -0.016684406201371488 0.0083158407738902259 0.0065068153645126033 -0.017615020738150588 0.033982222172526368 0.0071512683756007949
leaf_weight=0.0017917401165357403 0.0010175480023000292 0.0010296188977763896 0.0010417806715196428 0.001052200400310723 0.0013587164566905758 0.0010745013659383628 0.0010632081395722222 0.0010918012198032267
leaf_count=142 76 876 817 165 409 245 107 284
internal_value=0 -0.00469027 -0.0119372 -0.00412208 0.00405218 0.0073779 0.0185683 -0.00513299
internal_weight=0 0.00491534 0.0031236 0.00209398 0.00560578 0.00458823 0.00242192 0.0021663
internal_count=3121 2000 1858 982 1121 1045 516 529
is_linear=0
shrinkage=0.1


Tree=4414
num_leaves=10
num_cat=0
split_feature=48 48 51 0 0 43 0 16 16
split_gain=6.47738e-05 9.48579e-05 9.85512e-05 9.12991e-05 6.89331e-05 0.000109589 9.36264e-05 7.26358e-05 7.17203e-05
threshold=0.12230500000000001 0.092475000000000016 0.087505000000000013 -0.17169499999999996 -0.077999999999999986 -0.0037449999999999996 -0.052984999999999997 0.15891500000000003 -0.088159999999999988
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 -5 -6 -8 -7
right_child=-2 -3 -4 4 6 8 7 -9 -10
leaf_value=0.00056695729525030889 -0.0004894908551727812 0.00051291358647253377 -0.0006124256824601665 -0.00062511829551198047 0.00064456198826976061 0.00038873236905926257 0.00035347694879566381 -0.00027808397470513419 -0.00031036057873882702
leaf_weight=0.0010696896394063382 0.0010042527770446107 0.0013746266430907381 0.0010249849140427552 0.0015916426126748946 0.0010339494532817396 0.0011531483843304768 0.0011232729172561016 0.0018585778384050088 0.0011046863446249147
leaf_count=111 108 257 307 1067 462 209 194 197 209
internal_value=0 3.00771e-05 -3.65618e-05 2.94991e-05 -4.3596e-05 -0.000231083 0.000136126 -4.01729e-05 4.66885e-05
internal_weight=0 0.0113346 0.00995995 0.00893497 0.00786528 0.00384948 0.0040158 0.00298185 0.00225783
internal_count=3121 3013 2756 2449 2338 1485 853 391 418
is_linear=0
shrinkage=0.00196078


Tree=4415
num_leaves=12
num_cat=0
split_feature=41 3 16 1 1 2 48 16 52 13 12
split_gain=9.51574e-05 7.44622e-05 5.67297e-05 6.4259e-05 9.45059e-05 7.7952e-05 8.20989e-05 8.56211e-05 6.2017e-05 5.06897e-05 1.5814e-05
threshold=0.075585000000000013 -0.10519499999999998 -0.25582999999999995 0.094385000000000011 0.11181500000000001 0.092875000000000013 0.083985000000000018 -0.078844999999999985 -0.07167999999999998 -0.010384999999999998 0.091625000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 10 9 5 -5 6 7 -4 -6 -3 -1
right_child=-2 2 3 4 8 -7 -8 -9 -10 -11 -12
leaf_value=0.00020713992738955541 -0.00058538480575746617 -2.6454415786889417e-05 0.00025905417107574373 0.00074418919661556598 -0.00030502693296744084 -0.0004908778309294777 0.00053035312886269982 -0.00052734748734641296 0.00036619616681001958 -0.00061569387707017869 0.00055210032968133077
leaf_weight=0.0010044248640539129 0.0010082686081961329 0.0012014130126044393 0.0010297048536446751 0.0010578891488956365 0.0010714808193955875 0.0013597010964588735 0.0010137468972769054 0.0011019176935890738 0.0010457132270873569 0.001053494528979829 0.0010399139217319511
leaf_count=114 170 221 552 274 117 486 176 592 141 103 175
internal_value=0 4.18225e-05 -2.83023e-05 5.19818e-05 0.000265623 -9.85884e-05 7.09931e-05 -0.000147467 2.65e-05 -0.000301748 0.000382614
internal_weight=0 0.0119794 0.00993506 0.00768015 0.00317508 0.00450507 0.00314537 0.00213162 0.00211719 0.00225491 0.00204434
internal_count=3121 2951 2662 2338 532 1806 1320 1144 258 324 289
is_linear=0
shrinkage=0.00196078


Tree=4416
num_leaves=9
num_cat=0
split_feature=11 48 0 2 2 42 13 12
split_gain=1.96032e-05 2.95094e-05 0.000109873 5.22431e-05 6.10012e-05 3.53215e-05 5.55775e-05 3.56994e-05
threshold=0.078340000000000007 0.016865000000000002 -0.20211999999999997 0.11293500000000002 0.10097500000000002 -0.088669999999999985 -0.084034999999999985 0.051320000000000005
decision_type=2 2 2 2 2 2 2 2
left_child=1 3 -3 4 5 -1 -7 -8
right_child=-2 2 -4 -5 -6 6 7 -9
leaf_value=0.014066965801037699 -0.01310596733774801 -0.0092767178337891179 0.030908732874151579 0.017475664459242934 -0.028414600345355968 0.0095317140996112465 -0.0024214921649702821 -0.028216616275729474
leaf_weight=0.0011386436205907255 0.0010362492856471625 0.0014058563829979498 0.0013184744306377486 0.0011314665445022656 0.0010043682984696364 0.0013737928878858369 0.0010041653668150243 0.0011520556868365184
leaf_count=269 208 82 486 335 194 551 172 824
internal_value=0 0.00137669 0.0101715 -0.00214453 -0.00605771 -0.00124807 -0.0061881 -0.0162037
internal_weight=0 0.00952882 0.00272433 0.00680449 0.00567303 0.00466866 0.00353001 0.00215622
internal_count=3121 2913 568 2345 2010 1816 1547 996
is_linear=0
shrinkage=0.1


Tree=4417
num_leaves=11
num_cat=0
split_feature=484 133 4 133 15 3 3 42 1 4
split_gain=0.000121568 0.000129895 9.33334e-05 0.000106807 0.000100577 0.000124341 0.00010616 9.22726e-05 4.07546e-05 0.000121448
threshold=-1.0000000180025095e-35 0.10622000000000002 0.27044500000000005 0.083950000000000011 0.024640000000000006 -0.10519499999999998 -1.0000000180025095e-35 1.0000000180025095e-35 0.11212500000000002 0.0061450000000000003
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 -2 -7 -6 9 -8
right_child=1 -3 -4 -5 7 6 8 -9 -10 -11
leaf_value=-0.00065028142761887169 0.0006177923551884335 -0.00062752522507863789 0.00054112185423126037 0.00055870913035997044 -0.00085041556401923722 -0.00051624230135387695 -0.00017269738923213437 -9.2751101275948724e-06 -0.00019514033333928882 0.00072126724570247751
leaf_weight=0.0010415026106686603 0.0012858679591736411 0.0010036498537323675 0.0016384512254337428 0.0012882941014270765 0.001003397091241363 0.0014318291206444076 0.0011925822069946647 0.0010022547883130999 0.0010809090630800045 0.0011454280560698749
leaf_count=515 152 370 326 360 422 444 99 314 70 49
internal_value=0 4.79158e-05 0.000109159 3.41109e-05 -4.88926e-05 7.56938e-05 -6.80093e-05 -0.000430085 0.000119709 0.00026527
internal_weight=0 0.0120727 0.011069 0.00943056 0.00814227 0.00613662 0.00485075 0.00200565 0.00341892 0.00233801
internal_count=3121 2606 2236 1910 1550 814 662 736 218 148
is_linear=0
shrinkage=0.00196078


Tree=4418
num_leaves=8
num_cat=0
split_feature=42 49 4 42 2 2 3
split_gain=2.1068e-05 3.19862e-05 7.3617e-05 6.0896e-05 4.06323e-05 4.69015e-05 4.65374e-05
threshold=-1.0000000180025095e-35 -0.043469999999999995 0.0052350000000000009 0.091545000000000015 0.11389000000000002 0.10005000000000001 -0.078934999999999991
decision_type=2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 6 -3
right_child=1 3 -4 -5 -6 -7 -8
leaf_value=-0.0098709706503103661 -0.0070173601124242221 -0.014012252795405598 0.030288386691359016 -0.020285373832353241 -0.013159704967155086 0.024599722050354565 0.011705176570871296
leaf_weight=0.0018087657726450794 0.0010023507104260818 0.001190244892604295 0.0011200324758200307 0.0013619101611763735 0.0011533492230671729 0.0012123445394700491 0.0017210816567906925
leaf_count=862 234 644 147 614 168 175 277
internal_value=0 0.00198331 0.0126698 -0.00143302 0.00343246 0.00807312 0.00119106
internal_weight=0 0.00876131 0.00212238 0.00663893 0.00527702 0.00412367 0.00291133
internal_count=3121 2259 381 1878 1264 1096 921
is_linear=0
shrinkage=0.1


Tree=4419
num_leaves=9
num_cat=0
split_feature=52 160 133 2 4 0 16 1
split_gain=2.10159e-05 5.24553e-05 5.04725e-05 7.55691e-05 7.11048e-05 4.28523e-05 4.07395e-05 3.70933e-05
threshold=-0.057699999999999994 -1.0000000180025095e-35 -1.0000000180025095e-35 0.10097500000000002 -0.080924999999999983 -0.15202999999999997 0.22339500000000004 0.10337500000000001
decision_type=2 2 2 2 2 2 2 2
left_child=5 -2 -3 4 -4 -1 -7 -5
right_child=1 2 3 7 -6 6 -8 -9
leaf_value=-0.0095407189939687425 -0.020506328433987336 -0.01905748325303484 0.037035157434528489 -0.021439739021588588 0.0039819938785838069 0.029296967158093004 0.0013404511014942005 0.004676385757041439
leaf_weight=0.0010627020173499258 0.0013837965676834971 0.0010302241704528616 0.0010286872913646834 0.001116312205408899 0.00177189530505244 0.0010287445651349617 0.0010566459160267793 0.0010605140580421733
leaf_count=69 753 620 197 108 363 480 377 154
internal_value=0 -0.00295354 0.00108957 0.0052596 0.0161228 0.00680302 0.0151317 -0.00871639
internal_weight=0 0.00739143 0.00600763 0.00497741 0.00280058 0.00314809 0.00208539 0.00217683
internal_count=3121 2195 1442 822 560 926 857 262
is_linear=0
shrinkage=0.1


Tree=4420
num_leaves=10
num_cat=0
split_feature=484 4 16 48 2 4 52 4 15
split_gain=8.07739e-05 5.83613e-05 6.62152e-05 6.77924e-05 5.44454e-05 9.45612e-05 8.0418e-05 5.56544e-05 0.000195084
threshold=-1.0000000180025095e-35 0.27044500000000005 -0.36241499999999999 0.092475000000000016 0.10981000000000002 -0.35136499999999998 -0.088204999999999992 -0.0016099999999999997 0.084050000000000014
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 -4 -7 8 -8
right_child=1 -3 3 -5 -6 6 7 -9 -10
leaf_value=-0.00053622670308948529 -0.00044262418518121034 0.00037910238947294069 -0.00059664266607403727 0.00047225495263238738 0.00038664805921140272 -0.000413565790713254 0.00089157142153322582 -0.00010960778621846915 -0.0002312041814264552
leaf_weight=0.0010246790682510798 0.0012393759322926025 0.0016552101513288573 0.001176283119107187 0.0012114971922607123 0.0010583970128102927 0.0012855045601275639 0.0012209935776284302 0.0018394036993264517 0.0011604287145624396
leaf_count=515 101 346 127 221 223 270 331 213 774
internal_value=0 3.76051e-05 -1.78556e-05 4.09489e-05 -2.65521e-05 -9.1995e-05 1.58097e-05 0.000146581 0.000344461
internal_weight=0 0.0118471 0.0101919 0.00895251 0.00774101 0.00668261 0.00550633 0.00422083 0.00238142
internal_count=3121 2606 2260 2159 1938 1715 1588 1318 1105
is_linear=0
shrinkage=0.00196078


Tree=4421
num_leaves=10
num_cat=0
split_feature=43 42 15 133 1 3 0 47 48
split_gain=5.0866e-05 8.88779e-05 0.000128547 7.91108e-05 0.000116719 0.000125769 6.90274e-05 6.37626e-05 7.59326e-05
threshold=0.16180500000000003 0.091295000000000015 0.088655000000000025 0.083950000000000011 1.0000000180025095e-35 -0.10115999999999999 -0.088099999999999984 0.087235000000000021 0.085130000000000025
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 -6 7 8 -7
right_child=-2 -3 -4 -5 5 6 -8 -9 -10
leaf_value=-0.00065325539566138391 -0.00040707703606741429 0.00040766639022520815 -0.00069959308685287329 0.0005035736511895798 0.00064015686264762436 0.00053278871919838061 -0.00052127068196455861 -0.00031117268693184265 -0.00013884178897829124
leaf_weight=0.0010372911189047368 0.0011176568205057509 0.0019899879356585258 0.0010371165828209879 0.0011766763205566175 0.0011571638385709298 0.0013905322028237152 0.0010605129271150189 0.0013032070480841762 0.0012106394886132188
leaf_count=521 218 651 337 587 188 158 271 106 84
internal_value=0 3.13136e-05 -4.85889e-05 3.24051e-05 -4.5034e-05 5.80201e-05 -7.76581e-05 4.28365e-05 0.000220198
internal_weight=0 0.0113631 0.00937314 0.00833602 0.00715935 0.00612206 0.00496489 0.00390438 0.00260117
internal_count=3121 2903 2252 1915 1328 807 619 348 242
is_linear=0
shrinkage=0.00196078


Tree=4422
num_leaves=8
num_cat=0
split_feature=1 16 15 15 15 3 2
split_gain=2.04375e-05 5.21308e-05 5.05307e-05 3.51323e-05 7.31395e-05 7.63436e-05 5.64201e-05
threshold=0.077565000000000009 0.19444000000000003 0.035560000000000008 0.035560000000000008 -0.016799999999999995 0.097915000000000016 0.089885000000000007
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 4 5 6 -2
right_child=3 -3 -4 -5 -6 -7 -8
leaf_value=-0.030136871438910653 -6.2071259406858443e-05 0.012513211784762246 -0.0012631848875877189 -0.012712008484979104 0.030000569693236608 -0.01605789222425013 0.027648859187147091
leaf_weight=0.0011030297757137766 0.0019814489350093809 0.0010333666336639993 0.0013453998702708172 0.0011811826905421315 0.0010581636088952103 0.0017050293812597974 0.001167745440866258
leaf_count=663 376 196 777 400 257 212 240
internal_value=0 -0.00632163 -0.0142709 0.00303302 0.00617858 0.000985669 0.0102134
internal_weight=0 0.0034818 0.00244843 0.00709357 0.00591239 0.00485422 0.00314919
internal_count=3121 1636 1440 1485 1085 828 616
is_linear=0
shrinkage=0.1


Tree=4423
num_leaves=8
num_cat=0
split_feature=4 16 2 2 52 3 12
split_gain=2.01236e-05 3.84025e-05 4.56808e-05 6.05509e-05 6.37269e-05 5.1581e-05 5.99474e-05
threshold=0.27287000000000006 -0.36241499999999999 0.10981000000000002 0.095195000000000016 -0.088204999999999992 0.0041950000000000008 0.088245000000000004
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 6 -6
right_child=-2 2 -4 -5 5 -7 -8
leaf_value=-0.01925802006532501 0.010654499270777199 -0.018898046295569175 0.01605366268037697 -0.021663119934836664 -0.016017008726610039 0.027408383339307049 0.013404201428100886
leaf_weight=0.0011087112175133347 0.0015074128359670686 0.0011299420386337959 0.0015428558346726714 0.0013802382822210198 0.0011837142386604265 0.00101885439612448 0.0016690431944092665
leaf_count=139 352 359 370 394 735 80 692
internal_value=0 -0.00182648 0.000612305 -0.00312078 0.0019962 0.00809425 0.00119626
internal_weight=0 0.00903336 0.00792465 0.00638179 0.00500155 0.00387161 0.00285276
internal_count=3121 2769 2630 2260 1866 1507 1427
is_linear=0
shrinkage=0.1


Tree=4424
num_leaves=8
num_cat=0
split_feature=0 3 1 47 48 4 2
split_gain=1.93363e-05 5.12138e-05 4.18027e-05 4.74279e-05 6.47898e-05 8.13631e-05 3.82024e-05
threshold=-0.060129999999999996 0.076840000000000006 0.077565000000000009 0.087235000000000021 0.086035000000000014 -0.0082299999999999995 0.090675000000000019
decision_type=2 2 2 2 2 2 2
left_child=2 6 -1 4 5 -4 -2
right_child=1 -3 3 -5 -6 -7 -8
leaf_value=-0.01736020539209682 0.029542700885233898 -0.010798328936277996 -0.0061904181768303815 -0.012276166648008197 -0.01286954354914085 0.029844885414116146 0.0031902356598785702
leaf_weight=0.001577219748842602 0.0010030098045452434 0.0011649521911498931 0.0010185967868264869 0.0017951465296702977 0.0011032414115995093 0.0016280222407663619 0.0012182846730674434
leaf_count=1457 150 125 414 233 146 298 298
internal_value=0 0.00618345 -0.00299541 0.00109051 0.00748945 0.0159761 0.0150895
internal_weight=0 0.00338625 0.00712223 0.00554501 0.00374986 0.00264662 0.00222129
internal_count=3121 573 2548 1091 858 712 448
is_linear=0
shrinkage=0.1


Tree=4425
num_leaves=10
num_cat=0
split_feature=484 42 47 16 16 4 16 51 12
split_gain=0.000100145 6.54121e-05 8.84935e-05 7.74166e-05 9.02107e-05 0.000100593 7.35822e-05 5.64405e-05 4.85049e-05
threshold=-1.0000000180025095e-35 0.10194000000000002 0.10980000000000002 -0.014034999999999997 -0.48836499999999994 0.033845000000000007 0.26676500000000009 0.081440000000000026 0.085440000000000016
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 7 8 -6 -5
right_child=1 -3 -4 6 5 -7 -8 -9 -10
leaf_value=-0.0005868402423785822 0.00031078106697802403 -0.00043212457621610731 0.00056937496276455524 0.00018951627718276411 -0.00027885074367431579 -0.00066903749027398692 -0.00017918791984607521 0.00028027706529520712 0.0007225183832569248
leaf_weight=0.0010574861214634182 0.0014062045169421344 0.0010194682729310388 0.0012903695477673475 0.0015470061721371072 0.0016474126617289501 0.0015123073216446754 0.0011379955083049387 0.0011994989535681598 0.0011402692308728349
leaf_count=515 189 319 119 306 754 193 255 232 239
internal_value=0 4.27999e-05 8.72965e-05 2.24358e-05 -0.000121059 -0.000260363 0.000238711 -4.32715e-05 0.000415681
internal_weight=0 0.0119005 0.0108811 0.00959069 0.00576542 0.00435922 0.00382527 0.00284691 0.00268728
internal_count=3121 2606 2287 2168 1368 1179 800 986 545
is_linear=0
shrinkage=0.00196078


Tree=4426
num_leaves=8
num_cat=0
split_feature=11 43 2 13 13 0 48
split_gain=2.16465e-05 3.16179e-05 6.19797e-05 5.39457e-05 4.76805e-05 4.4726e-05 7.50159e-05
threshold=0.078340000000000007 -0.063379999999999978 0.093680000000000013 -0.0087749999999999981 -0.095304999999999987 -0.10011499999999998 0.086035000000000014
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 -1 -3 6 -6
right_child=-2 4 -4 -5 5 -7 -8
leaf_value=0.015496407510784927 -0.013768204070677107 0.010785406895475457 0.029537393997930112 -0.015732761204445399 0.011517448307461002 -0.022236906037104796 -0.021925224524831852
leaf_weight=0.0011126832900227885 0.0010352330431521355 0.0018421071079437598 0.0010433978089364176 0.0010999565324344134 0.0017889525917009867 0.0015221828985083089 0.0010730595263117593
leaf_count=659 208 284 420 247 184 1039 80
internal_value=0 0.00146091 0.00944599 -2.83642e-05 -0.00271488 -0.0083873 -0.00102128
internal_weight=0 0.00948234 0.00325604 0.00221264 0.0062263 0.0043842 0.00286201
internal_count=3121 2913 1326 906 1587 1303 264
is_linear=0
shrinkage=0.1


Tree=4427
num_leaves=10
num_cat=0
split_feature=48 48 51 0 0 43 0 16 16
split_gain=6.09985e-05 0.000111375 0.000111643 9.72206e-05 8.91985e-05 9.58759e-05 9.32914e-05 8.64566e-05 7.758e-05
threshold=0.11951500000000001 0.092475000000000016 0.087505000000000013 -0.17169499999999996 -0.077999999999999986 -0.0037449999999999996 -0.053834999999999994 0.15891500000000003 -0.088159999999999988
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 -5 -6 -8 -7
right_child=-2 -3 -4 4 6 8 7 -9 -10
leaf_value=0.00058643601010446454 -0.00046186676857269731 0.00056895389905612618 -0.00065197808469373618 -0.00062445647523666156 0.00068181398901870328 0.00036806200142546158 0.00042337146678390577 -0.00026646536699892557 -0.00035949229594249517
leaf_weight=0.0010830253569141428 0.0010268805825914178 0.0013354021964100309 0.0010102040126943714 0.0015793000490933969 0.0010042140308440888 0.0011309777881460259 0.0011143237078372454 0.0018718219478668016 0.0011229707977396448
leaf_count=111 114 251 307 1067 451 209 198 204 209
internal_value=0 3.7355e-05 -3.42302e-05 3.58357e-05 -4.03841e-05 -0.000253997 0.000164818 -9.04271e-06 5.57714e-06
internal_weight=0 0.0112522 0.00991684 0.00890663 0.00782361 0.00383325 0.00399036 0.00298615 0.00225395
internal_count=3121 3007 2756 2449 2338 1485 853 402 418
is_linear=0
shrinkage=0.00196078


Tree=4428
num_leaves=10
num_cat=0
split_feature=43 52 52 1 13 2 4 4 0
split_gain=4.58573e-05 7.25565e-05 0.000107804 5.40937e-05 8.02152e-05 7.63322e-05 9.76688e-05 7.42258e-05 5.94103e-05
threshold=0.16180500000000003 0.15915500000000002 0.10024500000000001 0.077565000000000009 -0.00096999999999999983 0.10774000000000002 0.053180000000000012 -0.082109999999999975 -0.084269999999999984
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 7 8 6 -6 -1 -5
right_child=-2 -3 -4 4 5 -7 -8 -9 -10
leaf_value=0.00010908625449521617 -0.00039039285557311825 -0.00046297451961627292 0.00062890016250301197 0.000107208742303227 -0.00020703224399835197 -0.00046879461176718294 0.00050276987079419209 -0.00063131332876363772 0.00073703972032144961
leaf_weight=0.0010196269292676169 0.0010875716583239785 0.0010325793907883891 0.0012205465153007971 0.001301251364375608 0.0017025836847910111 0.0012714165754588308 0.0013256119558578137 0.001063595351456852 0.0010328256310607859
leaf_count=358 218 344 220 291 250 156 77 812 395
internal_value=0 3.17231e-05 8.3126e-05 6.70641e-06 9.32654e-05 -6.55978e-05 0.000103688 -0.000268927 0.000385908
internal_weight=0 0.01097 0.00993746 0.00871691 0.00663369 0.00429961 0.0030282 0.00208322 0.00233408
internal_count=3121 2903 2559 2339 1169 483 327 1170 686
is_linear=0
shrinkage=0.00196078


Tree=4429
num_leaves=10
num_cat=0
split_feature=484 42 15 151 4 133 51 15 12
split_gain=9.4459e-05 8.35327e-05 7.14991e-05 0.000135479 0.000146588 9.2118e-05 7.82349e-05 0.000165826 0.000134722
threshold=-1.0000000180025095e-35 0.10194000000000002 1.0000000180025095e-35 -0.044604999999999992 0.24564500000000003 0.039215000000000007 0.078435000000000019 -0.033689999999999991 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 6 -4 7 -5 -9
right_child=1 -3 5 4 -6 -7 -8 8 -10
leaf_value=-0.00057377265586720393 -0.00032834296519299738 -0.00048339759455554027 -0.00044118856570360632 -0.00057162125198076104 0.00088101423345670477 0.0003027880994017361 0.00058706663203683934 0.00083680028460603097 -8.2501588977697249e-05
leaf_weight=0.0010149079110256315 0.001528303468784813 0.0010302202330117272 0.0017571946964072987 0.0012201726929559715 0.0014046232850287348 0.0010062878038583829 0.0012557522121808716 0.0010692243757803302 0.0014360381821659565
leaf_count=515 326 319 685 373 241 218 186 98 160
internal_value=0 4.98046e-05 0.00010125 0.000196064 0.000321569 -0.000170279 0.000163813 2.11452e-05 0.000309848
internal_weight=0 0.0117078 0.0106776 0.00791411 0.00638581 0.00276348 0.00498119 0.00372544 0.00250526
internal_count=3121 2606 2287 1384 1058 903 817 631 258
is_linear=0
shrinkage=0.00196078


Tree=4430
num_leaves=8
num_cat=0
split_feature=50 15 16 2 48 13 16
split_gain=1.92999e-05 2.85109e-05 5.09431e-05 8.40015e-05 7.18354e-05 7.06859e-05 3.70754e-05
threshold=0.088425000000000017 -0.15914499999999995 -0.092484999999999984 0.092755000000000018 0.084855000000000014 -0.033284999999999988 0.15273500000000004
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 -3 5 -4 -7
right_child=-2 2 4 -5 -6 6 -8
leaf_value=0.017001602710153763 -0.01278756942331841 0.0034387104524141844 -0.018134664714787415 -0.030761713902227917 0.026000868218240599 0.018329581684606164 -0.0054428182685664697
leaf_weight=0.0010417478488718773 0.0010679138641014599 0.0016799712640688702 0.0015502314779528036 0.0012544065156940665 0.0012693736342178933 0.0016075469933803212 0.0011084043505108078
leaf_count=314 560 232 769 216 311 501 218
internal_value=0 0.00139043 -0.000529644 -0.0111815 0.00511687 -0.00109702 0.00862785
internal_weight=0 0.00951168 0.00846993 0.00293438 0.00553556 0.00426618 0.00271595
internal_count=3121 2561 2247 448 1799 1488 719
is_linear=0
shrinkage=0.1


Tree=4431
num_leaves=10
num_cat=0
split_feature=48 2 4 16 48 3 13 0 1
split_gain=5.20441e-05 8.39551e-05 5.36525e-05 8.33099e-05 8.55667e-05 7.49333e-05 8.65144e-05 0.000113492 4.36179e-06
threshold=0.11951500000000001 0.11293500000000002 0.16173500000000005 -0.094359999999999986 0.084855000000000014 0.083060000000000009 -0.033284999999999988 -0.077809999999999976 0.10984500000000001
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 6 -5 -8 -3
right_child=-2 8 -4 4 -6 -7 7 -9 -10
leaf_value=-0.00055678397784903681 -0.00042763254797887463 0.00030669107346733345 0.00025059253944586531 -0.00041534495520609971 0.00046323180948814485 -0.00057813156235350595 -0.00024253134798855303 0.00063799605079307314 0.00048973596813198629
leaf_weight=0.0013749380351703007 0.0010211003698558331 0.0010004310635119802 0.0018623050545990543 0.0012278183224673032 0.0011334015912259771 0.0011249573931012002 0.0010463928514611301 0.0012176850464502668 0.0010015915923140366
leaf_count=310 114 212 246 933 290 100 461 227 228
internal_value=0 3.51477e-05 -4.57394e-05 -0.000123191 -1.95154e-05 -0.000138026 3.75929e-06 0.000231041 0.000398267
internal_weight=0 0.0109895 0.0089875 0.00712519 0.00575026 0.00461685 0.0034919 0.00226408 0.00200202
internal_count=3121 3007 2567 2321 2011 1721 1621 688 440
is_linear=0
shrinkage=0.00196078


Tree=4432
num_leaves=9
num_cat=0
split_feature=1 12 0 2 3 48 43 16
split_gain=2.02427e-05 4.14611e-05 5.93639e-05 5.39252e-05 6.33635e-05 8.37957e-05 2.94636e-05 2.87497e-05
threshold=0.12500000000000003 0.092355000000000007 -0.046359999999999991 0.088225000000000012 -0.0096849999999999974 0.089670000000000014 -0.074359999999999996 -0.059624999999999991
decision_type=2 2 2 2 2 2 2 2
left_child=1 3 -3 7 6 -6 -5 -1
right_child=-2 2 -4 4 5 -7 -8 -9
leaf_value=-0.022295989621901831 0.011229812520682709 -0.028746832488942338 0.0030083330644949053 0.0098814935639314969 -0.020428304171709197 0.017684949503910963 0.033283451179744759 -6.7406992887336759e-05
leaf_weight=0.0010567194393814733 0.0013849137756650467 0.0012008440044540545 0.0011548521117661144 0.0011343406543713038 0.0012489108766114993 0.001072008946263886 0.0010233661785879668 0.0012947690693278901
leaf_count=631 279 737 128 335 190 104 221 496
internal_value=0 -0.0017395 -0.0131792 0.00220605 0.00864449 -0.00282419 0.0209807 -0.0100566
internal_weight=0 0.00918581 0.0023557 0.00683012 0.00447863 0.00232092 0.00215771 0.00235149
internal_count=3121 2842 865 1977 850 294 556 1127
is_linear=0
shrinkage=0.1


Tree=4433
num_leaves=10
num_cat=0
split_feature=48 48 51 0 0 4 4 4 0
split_gain=7.5742e-05 8.34478e-05 0.000139421 0.000106427 6.53348e-05 0.000104782 6.64697e-05 9.87436e-05 5.24271e-05
threshold=0.12230500000000001 0.092475000000000016 0.087505000000000013 -0.17169499999999996 -0.084269999999999984 0.053180000000000012 -0.35136499999999998 -0.076229999999999978 -0.10836499999999999
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 -5 -6 -8 -7
right_child=-2 -3 -4 4 6 8 7 -9 -10
leaf_value=0.00062918636858283667 -0.00052656917761145956 0.00048350236794122444 -0.00070915586296476632 -0.00073912268775481321 -0.00022478269978807759 -0.00030055378364696238 0.00063068691697185358 -5.1339037550971018e-05 0.00031090413062439756
leaf_weight=0.0010760329019647531 0.0010056832977427431 0.0013983870335823488 0.0010355686367255297 0.001085592977702251 0.00148922522951285 0.0010690702114096078 0.0015647491056859689 0.0017059219626199885 0.001087550841400151
leaf_count=111 108 257 307 698 159 146 429 770 136
internal_value=0 3.45487e-05 -2.75265e-05 5.02288e-05 -2.76229e-05 -0.000242296 0.000118602 0.000274955 7.79504e-06
internal_weight=0 0.0115121 0.0101137 0.00907814 0.00800211 0.00324221 0.0047599 0.00327067 0.00215662
internal_count=3121 3013 2756 2449 2338 980 1358 1199 282
is_linear=0
shrinkage=0.00196078


Tree=4434
num_leaves=9
num_cat=0
split_feature=52 52 4 0 1 47 48 16
split_gain=4.79011e-05 8.70874e-05 9.11721e-05 0.000120706 8.98837e-05 6.67849e-05 8.70935e-05 8.11727e-05
threshold=0.19022000000000003 0.11008000000000001 -0.35136499999999998 -0.060129999999999996 0.077565000000000009 1.0000000180025095e-35 0.086260000000000017 -0.087989999999999985
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 -1 4 -4 6 7 -6
right_child=-2 -3 3 -5 5 -7 -8 -9
leaf_value=-0.00050124127863877062 -0.00041364901293273473 0.00055134525645001114 -0.00047559841175198801 0.00052548045548340592 0.00080424254742448643 -0.00025058237610916568 -0.00023578228265424758 0.00010589169692878769
leaf_weight=0.0013529835254122739 0.0010224284580145288 0.0011093855525083776 0.0015888679530526115 0.0016407178245617937 0.0011079282218380926 0.0018839523588307242 0.0012058518704330112 0.0015148723077332844
leaf_count=199 350 183 1212 279 186 204 125 383
internal_value=0 2.93775e-05 -2.68687e-05 4.49055e-05 -6.30847e-05 5.16492e-05 0.000200367 0.00040089
internal_weight=0 0.0114046 0.0102952 0.00894219 0.00730147 0.0057126 0.00382865 0.0026228
internal_count=3121 2771 2588 2389 2110 898 694 569
is_linear=0
shrinkage=0.00196078


Tree=4435
num_leaves=11
num_cat=0
split_feature=484 42 47 42 43 13 15 3 2 4
split_gain=0.000114245 7.62278e-05 0.000111246 7.65428e-05 5.43727e-05 8.99569e-05 9.31732e-05 7.63082e-05 6.61415e-05 0.000163331
threshold=-1.0000000180025095e-35 0.10194000000000002 0.10980000000000002 -0.088934999999999986 0.12450000000000001 -0.15714499999999998 -0.10653 -0.10023499999999998 0.08622500000000001 0.0052350000000000009
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 -5 -7 -8 -9 -10
right_child=1 -3 -4 4 -6 6 7 8 9 -11
leaf_value=-0.00062554457362098915 -0.00045095345179484121 -0.00046256319640915205 0.00064361150397890395 -0.0005062897552482648 0.00050787981871962848 0.00063977285461886389 0.00040790533384955485 0.00015425043695879958 -0.00089965488300508079 0.00019269461519605806
leaf_weight=0.0010313172834974437 0.0011233114586743269 0.0010013544960713111 0.0012886242438862614 0.0010202772047282526 0.0010657256804704638 0.001099990603134207 0.001375067521345088 0.0017236065314325242 0.0010726400312741117 0.0010331596679238953
leaf_count=515 337 319 119 135 150 209 192 535 485 125
internal_value=0 5.49752e-05 0.00010295 2.9718e-05 9.40701e-05 3.38621e-05 0.000121277 1.16905e-05 -0.000130583 -0.00036372
internal_weight=0 0.0118038 0.0108024 0.00951378 0.00839047 0.00732474 0.00630446 0.00520447 0.00382941 0.0021058
internal_count=3121 2606 2287 2168 1831 1681 1546 1337 1145 610
is_linear=0
shrinkage=0.00196078


Tree=4436
num_leaves=9
num_cat=0
split_feature=484 4 16 42 49 52 13 42
split_gain=0.000121835 5.93921e-05 5.41408e-05 4.30647e-05 5.55128e-05 9.25351e-05 8.2773e-05 5.21053e-05
threshold=-1.0000000180025095e-35 0.27044500000000005 -0.36241499999999999 -1.0000000180025095e-35 -0.048674999999999989 -0.0064899999999999992 -0.095539999999999986 0.086665000000000006
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 -5 -6 -7 -8
right_child=1 -3 3 4 5 6 7 -9
leaf_value=-0.00066121695420442745 -0.00039196590524710908 0.0003930402961132299 -0.00022584341073801162 0.00043826125422871112 -0.00035912163682103038 -0.00027270853434676885 0.00061633143420618177 6.7879517029645258e-05
leaf_weight=0.0010153545673045302 0.0012467599455095813 0.0016385215997898944 0.0018031300232050924 0.0015738106326367383 0.0017013783784455552 0.0010586505947989709 0.001508246891936867 0.0011925859364061333
leaf_count=515 101 346 730 247 456 96 170 460
internal_value=0 4.68017e-05 -9.45454e-06 4.45068e-05 0.000113803 2.02948e-05 0.000192002 0.000374156
internal_weight=0 0.0117231 0.0100846 0.0088378 0.00703467 0.00546086 0.00375948 0.00270083
internal_count=3121 2606 2260 2159 1429 1182 726 630
is_linear=0
shrinkage=0.00196078


Tree=4437
num_leaves=11
num_cat=0
split_feature=48 16 15 48 2 52 12 133 12 15
split_gain=5.54129e-05 7.95726e-05 6.65338e-05 8.53061e-05 7.07025e-05 0.000103187 8.63063e-05 5.30009e-05 7.36015e-05 4.95962e-05
threshold=0.11951500000000001 -0.48836499999999994 -0.14147499999999996 0.091545000000000015 0.10981000000000002 0.10160000000000001 0.095175000000000023 -0.0061299999999999992 0.084100000000000022 -0.016799999999999995
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 6 7 -4 9 -9
right_child=-2 2 3 -5 -6 -7 -8 8 -10 -11
leaf_value=0.00045696480234672446 -0.00044051073600527107 -0.00046668351027013774 -0.00052599332505955056 0.00055136588771175182 0.00042217566727256148 -0.00069235719298303157 0.00049647997968917037 -9.3610312057963352e-05 -0.00045689986610607936 0.00046296047675408928
leaf_weight=0.0014582465664073124 0.0010546370907898736 0.0011989001608225481 0.0010199326814982318 0.00104558095057868 0.0010683415914899434 0.0010278362618820463 0.0010291683579372124 0.001321964126215212 0.001036306261460518 0.0011519420822416857
leaf_count=244 114 298 487 175 266 357 287 122 552 219
internal_value=0 2.93449e-05 -3.36427e-05 2.6025e-05 -4.57256e-05 -0.000121613 -1.60902e-05 -0.000132537 -1.82137e-05 0.00016555
internal_weight=0 0.0113582 0.00989997 0.00870107 0.00765549 0.00658715 0.00555931 0.00453015 0.00351021 0.00247391
internal_count=3121 3007 2763 2465 2290 2024 1667 1380 893 341
is_linear=0
shrinkage=0.00196078


Tree=4438
num_leaves=10
num_cat=0
split_feature=42 42 403 15 14 15 12 15 49
split_gain=4.63681e-05 7.08521e-05 9.84155e-05 0.000139213 4.82838e-05 0.000148167 6.85361e-05 0.000126343 0.000124961
threshold=0.10256000000000001 0.091295000000000015 0.03138500000000001 0.079055000000000014 -1.0000000180025095e-35 -0.10653 0.083370000000000014 -0.016799999999999995 -0.043469999999999995
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 -6 7 8 -7
right_child=-2 -3 -4 -5 5 6 -8 -9 -10
leaf_value=-0.00040422306691401388 -0.00040624682057312087 0.00046627414865321357 0.00049931542025521145 -0.0007408122681886361 0.00065558419025919812 0.00027707805377862738 -0.00039825308397537152 0.00053314672515107728 -0.00062620671891124057
leaf_weight=0.0010088226541618926 0.0010254038009200649 0.0012669754143590463 0.0012112774738173024 0.0011262071349885357 0.0012843583654429972 0.0010937021004396026 0.0017978412008435979 0.0014034991288596737 0.001275545477041895
leaf_count=115 346 357 291 675 242 135 694 156 110
internal_value=0 2.89527e-05 -2.53618e-05 -9.60549e-05 -3.71622e-06 5.52252e-05 -8.31939e-05 6.69424e-05 -0.000209229
internal_weight=0 0.0114682 0.0102013 0.00898998 0.00786377 0.00685495 0.00557059 0.00377275 0.00236925
internal_count=3121 2775 2418 2127 1452 1337 1095 401 245
is_linear=0
shrinkage=0.00196078


Tree=4439
num_leaves=9
num_cat=0
split_feature=11 13 39 0 151 2 12 0
split_gain=1.81108e-05 2.86925e-05 4.6997e-05 4.25421e-05 5.99514e-05 3.83723e-05 0.000107962 2.41357e-05
threshold=0.078340000000000007 -0.094514999999999988 0.0046100000000000004 -0.053834999999999994 -0.0083949999999999979 0.092235000000000025 0.089735000000000023 -0.084269999999999984
decision_type=2 2 2 2 2 2 2 2
left_child=1 7 3 4 -3 6 -6 -1
right_child=-2 2 -4 -5 5 -7 -8 -9
leaf_value=0.0012071977023827205 -0.012523977527551184 -0.019702179213874908 0.01786343048587893 -0.020855133442783808 -0.023089246925444125 0.017756317619108678 0.01896034826391732 0.022815732256964757
leaf_weight=0.0010618319616624433 0.0010532045907277994 0.001260307155992027 0.0010711033591637867 0.0013092087885159427 0.0012436586100403142 0.0015286903411538232 0.0011994888124315824 0.0010072240493909611
leaf_count=244 208 334 309 262 752 487 435 90
internal_value=0 0.00128419 -0.00155396 -0.00473343 -0.000699388 0.0053304 -0.00244456 0.0117263
internal_weight=0 0.00968151 0.00761246 0.00654135 0.00523214 0.00397184 0.00244315 0.00206906
internal_count=3121 2913 2579 2270 2008 1674 1187 334
is_linear=0
shrinkage=0.1


Tree=4440
num_leaves=8
num_cat=0
split_feature=52 11 43 3 16 4 3
split_gain=1.7738e-05 3.08547e-05 4.58259e-05 6.43691e-05 5.99954e-05 0.000106519 6.71307e-05
threshold=0.15915500000000002 1.0000000180025095e-35 -0.04890499999999999 -0.076669999999999988 0.033715000000000009 -0.076229999999999978 0.090900000000000009
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 -1 5 -4 -7
right_child=-2 -3 4 -5 -6 6 -8
leaf_value=0.00069992287015484093 -0.01246557555471467 -0.015194258106442158 0.031288417297283294 0.030617606222714668 -0.020442924303674254 -0.019818031020289784 0.0087794760361001624
leaf_weight=0.0017030934316397393 0.0010410895979188753 0.0010179375612490152 0.0010581612793490506 0.001244775803326163 0.0013497000888223363 0.0016050737713447856 0.001680045016052685
leaf_count=777 368 223 550 356 206 437 204
internal_value=0 0.00127285 0.00321276 0.0133331 -0.0020276 0.00369507 -0.00519296
internal_weight=0 0.00965879 0.00864085 0.00294787 0.00569298 0.00434328 0.00328512
internal_count=3121 2753 2530 1133 1397 1191 641
is_linear=0
shrinkage=0.1


Tree=4441
num_leaves=11
num_cat=0
split_feature=48 48 51 1 43 42 4 0 13 15
split_gain=0.000167483 0.000140649 0.000136468 8.97372e-05 6.6631e-05 0.000132295 0.000102758 9.72624e-05 6.51733e-05 6.20369e-05
threshold=0.12879500000000002 0.092475000000000016 0.087505000000000013 0.111945 -0.17390999999999998 0.086325000000000013 0.08184000000000001 -0.11991499999999998 -0.084034999999999985 -0.049819999999999996
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 6 7 -6 -9 -5
right_child=-2 -3 -4 9 5 -7 -8 8 -10 -11
leaf_value=0.00041298171668884741 -0.00078933052929564115 0.00058740570220910211 -0.00068354856076444656 0.0007482673356859512 0.00064250986350838262 -0.00066906544958830977 -0.00053329122652159573 0.00029037842460086645 -0.0002850657628837188 6.6624821551391605e-05
leaf_weight=0.0010010897588879257 0.0010005480834413645 0.0015988978075456009 0.0011204256453660215 0.0010137549520218838 0.0011277937691693725 0.0013838570699050475 0.001059485486953133 0.0013554660713476353 0.0017129830779214869 0.0010398951781969603
leaf_count=135 90 275 307 245 112 751 126 277 721 82
internal_value=0 4.45968e-05 -3.56543e-05 3.92263e-05 -5.85772e-05 -0.000129677 1.23464e-05 0.000150111 -3.08673e-05 0.000403108
internal_weight=0 0.0124136 0.0108148 0.00969433 0.00764068 0.00663959 0.00525573 0.00419624 0.00306845 0.00205365
internal_count=3121 3031 2756 2449 2122 1987 1236 1110 998 327
is_linear=0
shrinkage=0.00196078


Tree=4442
num_leaves=8
num_cat=0
split_feature=42 49 4 42 1 2 3
split_gain=2.13459e-05 3.15593e-05 7.21905e-05 6.14403e-05 4.20009e-05 5.40171e-05 6.08198e-05
threshold=-1.0000000180025095e-35 -0.043469999999999995 0.0052350000000000009 0.091545000000000015 0.11039500000000001 0.10005000000000001 -0.078934999999999991
decision_type=2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 6 -3
right_child=1 3 -4 -5 -6 -7 -8
leaf_value=-0.0098735535281489189 -0.0068401235044505768 -0.017475808380075484 0.030016150983856144 -0.020331822504669868 -0.01224328197547115 0.025052627808909295 0.012768295631081717
leaf_weight=0.0018396289551454526 0.0010092477097945445 0.0011222127675761069 0.0011225492485354863 0.0013656760553186226 0.0012978222045325737 0.0013192734734260997 0.0016316812123016427
leaf_count=862 234 618 147 614 219 202 225
internal_value=0 0.00196296 0.0125674 -0.0013928 0.00342281 0.00841445 0.000443813
internal_weight=0 0.00886846 0.0021318 0.00673667 0.00537099 0.00407317 0.00275389
internal_count=3121 2259 381 1878 1264 1045 843
is_linear=0
shrinkage=0.1


Tree=4443
num_leaves=10
num_cat=0
split_feature=12 484 39 43 3 12 151 16 0
split_gain=0.00010694 9.34187e-05 8.91258e-05 0.000171784 0.000110284 9.42498e-05 0.000109288 0.000114899 8.53175e-05
threshold=0.11650500000000001 -1.0000000180025095e-35 0.094675000000000009 -0.16318499999999997 0.13524500000000003 0.092355000000000007 -0.0083949999999999979 -0.15241499999999997 -0.084269999999999984
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 5 6 -5 -8 -9
right_child=-2 2 -4 4 -6 -7 7 8 -10
leaf_value=-0.00052154852200436491 -0.00063421796646515526 0.00082957185174496609 -0.00047540153681971056 -0.00036581406460564733 0.00064020789179521564 -0.00047194443984420784 0.00065718644013029823 -0.00026939961929272108 0.00033021473702501644
leaf_weight=0.0010792047133061028 0.0010039038937551667 0.0012104758367854724 0.00100982473067585 0.0016892858318966831 0.0010629235038131712 0.0015205340547828983 0.0015417618713897772 0.001897426653422931 0.0017572832118276059
leaf_count=488 147 125 142 309 141 599 158 474 538
internal_value=0 3.04264e-05 8.13861e-05 0.000134034 4.51209e-05 -3.01241e-05 6.744e-05 0.000208284 1.89112e-05
internal_weight=0 0.0127687 0.0116895 0.0106797 0.00946922 0.00840629 0.00688576 0.00519647 0.00365471
internal_count=3121 2974 2486 2344 2219 2078 1479 1170 1012
is_linear=0
shrinkage=0.00196078


Tree=4444
num_leaves=8
num_cat=0
split_feature=4 16 2 2 52 3 12
split_gain=1.88312e-05 3.35544e-05 3.79554e-05 5.29423e-05 6.2724e-05 5.38378e-05 4.91354e-05
threshold=0.27287000000000006 -0.36241499999999999 0.10981000000000002 0.095195000000000016 -0.088204999999999992 0.048265000000000009 0.088245000000000004
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 6 -6
right_child=-2 2 -4 -5 5 -7 -8
leaf_value=-0.017939398870627753 0.010174213661021753 -0.018774829979299575 0.014406519172511057 -0.020154908567045882 -0.014118017048191635 0.027832264119356916 0.01203498249359085
leaf_weight=0.0011284124981998109 0.0015357601942068552 0.0011456608687061363 0.0015732790659185661 0.0013965425391009702 0.0012433674063321077 0.0010015277274706413 0.0017013696773154727
leaf_count=139 352 359 370 394 739 75 693
internal_value=0 -0.0017886 0.000472051 -0.00290668 0.00182392 0.00780405 0.000992303
internal_weight=0 0.00919016 0.00806175 0.00648847 0.00509193 0.00394626 0.00294474
internal_count=3121 2769 2630 2260 1866 1507 1432
is_linear=0
shrinkage=0.1


Tree=4445
num_leaves=12
num_cat=0
split_feature=47 14 15 2 1 43 3 4 16 0 0
split_gain=0.000137694 0.000111088 0.000185904 6.50523e-05 8.34248e-05 7.1491e-05 9.06708e-05 0.000109204 0.000168262 0.000105412 3.02406e-05
threshold=0.13148500000000005 -0.10708499999999999 -0.10653 0.11448000000000001 0.10587000000000001 -0.17390999999999998 0.10299500000000002 0.053180000000000012 -0.083134999999999987 -0.075359999999999996 -0.086409999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 -4 7 8 10 -10 -7
right_child=-2 2 3 -5 -6 6 -8 -9 9 -11 -12
leaf_value=-0.00057968489041454441 -0.00070476381500755695 0.00073014293459713821 0.00050909219452430795 0.000440842222604139 -0.00049510679459989753 -0.00014190969049550196 0.00047542044038656836 0.00037170425127156485 -0.0011193114841283054 -0.00023809204154765651 0.00033924609112017583
leaf_weight=0.0010129420067641346 0.0010258975201769436 0.0015457207365413344 0.0010131817884716432 0.0011332829444930482 0.0014107497166434427 0.0010078323753650784 0.001045756655199348 0.0011701278821238401 0.0010883877724861416 0.0010026947499641083 0.0010009967282539449
leaf_count=138 65 372 129 251 211 250 56 160 884 367 238
internal_value=0 4.26363e-05 9.78416e-05 -1.1516e-06 -5.84651e-05 2.55838e-05 -5.19808e-05 -0.000156635 -0.000307425 -0.000696758 9.78496e-05
internal_weight=0 0.0124317 0.0114187 0.00987301 0.00873973 0.00732898 0.0063158 0.00527004 0.00409991 0.00209108 0.00200883
internal_count=3121 3056 2918 2546 2295 2084 1955 1899 1739 1251 488
is_linear=0
shrinkage=0.00196078


Tree=4446
num_leaves=11
num_cat=0
split_feature=47 484 4 16 0 0 51 0 52 0
split_gain=0.000111299 9.35835e-05 0.000109169 8.79912e-05 0.000131427 0.000120836 0.00028038 0.000100458 6.51605e-05 4.28423e-05
threshold=0.13148500000000005 -1.0000000180025095e-35 0.24564500000000003 -0.014034999999999997 -0.053834999999999994 -0.10224499999999999 0.081440000000000026 -0.083914999999999976 0.096795000000000006 -0.15202999999999997
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 5 -5 6 -3 -7 -6 -4
right_child=-2 2 9 4 8 7 -8 -9 -10 -11
leaf_value=-0.00053027319159068727 -0.00063097458997368727 -0.0012190307444852988 0.00022028876171529762 0.00060359648748248729 -0.0004222217107169539 0.00049297778438033642 0.00017734488350675863 -0.00027951760933484968 0.00022378277222860385 0.00077636191946634208
leaf_weight=0.0010035159257137808 0.0010202330954733304 0.0011006353169339036 0.0010821840785839726 0.0018248224352900395 0.0011831921644155519 0.0012936163432416613 0.0011107871453515106 0.001295260821640208 0.0012185541025620771 0.0010490593837652407
leaf_count=505 65 120 97 573 243 446 85 656 47 284
internal_value=0 4.32708e-05 9.48531e-05 6.13551e-07 0.000206924 -0.000181039 -0.000517638 0.000106485 -9.44638e-05 0.000494004
internal_weight=0 0.0121616 0.0111581 0.00902687 0.00422657 0.0048003 0.00221142 0.00258888 0.00240175 0.00213124
internal_count=3121 3056 2551 2170 863 1307 205 1102 290 381
is_linear=0
shrinkage=0.00196078


Tree=4447
num_leaves=8
num_cat=0
split_feature=0 3 1 13 2 47 1
split_gain=2.09769e-05 4.91107e-05 4.07971e-05 4.61118e-05 3.92826e-05 3.65959e-05 4.3628e-05
threshold=-0.060129999999999996 0.076840000000000006 0.077565000000000009 -0.094514999999999988 0.095195000000000016 0.092530000000000015 0.094385000000000011
decision_type=2 2 2 2 2 2 2
left_child=2 4 -1 -4 -2 6 -5
right_child=1 -3 3 5 -6 -7 -8
leaf_value=-0.017108422670776013 0.026822263080907391 -0.010037308548252979 0.018181486847825432 -0.011017069963921114 0.00037342062440116658 -0.019086357261532481 0.012021519855058197
leaf_weight=0.0016234993553968322 0.0012525607471695075 0.0012013461640216433 0.0012104154342099903 0.0015085230974444725 0.0010178884614212595 0.0011622146119009682 0.0018060415716495428
leaf_count=1457 169 125 211 367 279 173 340
internal_value=0 0.00631326 -0.00312678 0.000864498 0.0149647 -0.00381761 0.00153621
internal_weight=0 0.0034718 0.00731069 0.00568719 0.00227045 0.00447678 0.00331456
internal_count=3121 573 2548 1091 448 880 707
is_linear=0
shrinkage=0.1


Tree=4448
num_leaves=9
num_cat=0
split_feature=50 484 3 2 2 0 4 47
split_gain=2.12753e-05 3.26513e-05 4.37797e-05 6.35927e-05 6.95297e-05 5.74612e-05 4.96209e-05 4.17325e-05
threshold=0.088425000000000017 0.084040000000000017 -0.080634999999999984 0.11389000000000002 0.089775000000000008 -0.087634999999999977 0.0052350000000000009 0.094160000000000008
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 5 4 7 -1 -6 -4
right_child=-2 -3 3 -5 6 -7 -8 -9
leaf_value=-0.010187782929577876 -0.013368641658804109 0.017916102539173306 -0.028140697383300873 -0.025810864422342553 -0.0026758936988162604 0.018929480742228014 0.026669939285906358 0.00051971816347259881
leaf_weight=0.0010255265917006821 0.0010831518692918868 0.0010663410345389994 0.0010049594023975009 0.0012445033339378792 0.0011746566390904078 0.0019986133696749831 0.0011309622135251096 0.0010275039711724748
leaf_count=323 560 323 297 287 257 801 175 98
internal_value=0 0.00141021 -0.000634811 -0.0058841 -0.000167541 0.00905542 0.011719 -0.0136515
internal_weight=0 0.00967307 0.00860673 0.00558259 0.00433808 0.00302414 0.00230562 0.00203246
internal_count=3121 2561 2238 1114 827 1124 432 395
is_linear=0
shrinkage=0.1


Tree=4449
num_leaves=7
num_cat=0
split_feature=15 15 3 3 12 42
split_gain=1.76338e-05 4.34954e-05 3.84401e-05 7.83425e-05 5.0091e-05 0.000132622
threshold=-0.11713499999999999 -0.097454999999999986 0.10542000000000001 -0.020429999999999997 0.084225000000000008 0.084635000000000016
decision_type=2 2 2 2 2 2
left_child=-1 -2 3 4 -3 -6
right_child=1 2 -4 -5 5 -7
leaf_value=-0.0091538761160400231 0.020248141463683179 0.021693863352679581 0.011238114473286718 -0.023655506959785612 -0.028269633561025 0.012900621478439969
leaf_weight=0.0017820428692015529 0.0011118273651421684 0.0010056087770146296 0.0019593730977044282 0.0016192058267493654 0.0013192858479759823 0.0019228096350141365
leaf_count=484 120 291 167 262 811 986
internal_value=0 0.00174021 -0.000889084 -0.00493921 0.00219536 -0.00385254
internal_weight=0 0.00893811 0.00782628 0.00586691 0.0042477 0.0032421
internal_count=3121 2637 2517 2350 2088 1797
is_linear=0
shrinkage=0.1


Tree=4450
num_leaves=10
num_cat=0
split_feature=484 43 43 50 15 3 12 52 2
split_gain=9.76562e-05 5.29782e-05 7.78718e-05 6.61311e-05 7.82115e-05 0.000130667 0.000123816 9.81711e-05 0.000125123
threshold=-1.0000000180025095e-35 0.16180500000000003 0.016310000000000002 0.077545000000000017 0.024640000000000006 -0.10519499999999998 0.051320000000000005 -0.081429999999999989 0.11215000000000001
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 -2 7 -7 -9
right_child=1 -3 -4 -5 -6 6 -8 8 -10
leaf_value=-0.00059473362557850541 0.00056472135027789557 -0.00036080327903500466 0.00058628814020831221 0.00049807928509151248 -0.00042747926517661068 0.00059423667690180657 -0.00061190077996513433 0.00020946292445444889 -0.00062040873763750276
leaf_weight=0.0010076226977171381 0.0015355374036607472 0.0011361035019612281 0.0010698474413303972 0.001026709144434622 0.0015464230441908635 0.0010692578167506546 0.0012955072556838695 0.0018862550134193545 0.001109306407558928
leaf_count=515 190 201 246 340 649 156 491 195 138
internal_value=0 4.14859e-05 8.48533e-05 2.81991e-05 -2.89454e-05 6.04273e-05 -8.40345e-05 8.42028e-05 -9.78524e-05
internal_weight=0 0.0116749 0.0105388 0.009469 0.00844229 0.00689586 0.00536033 0.00406482 0.00299556
internal_count=3121 2606 2405 2159 1819 1170 980 489 333
is_linear=0
shrinkage=0.00196078


Tree=4451
num_leaves=8
num_cat=0
split_feature=50 4 2 48 52 13 3
split_gain=1.79149e-05 2.8535e-05 4.43721e-05 5.78807e-05 6.24152e-05 5.0308e-05 4.57646e-05
threshold=0.088425000000000017 0.27834500000000006 0.11389000000000002 0.091545000000000015 -0.088204999999999992 -0.014169999999999999 -0.08824499999999999
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 4 -1 -6 -7
right_child=-2 -3 -4 -5 5 6 -8
leaf_value=-0.021046041852083239 -0.012292757132457749 0.015245943669551124 -0.019458247343669497 0.023896824510768591 -0.009407316026280834 -0.0037648486537924341 0.021303479986339306
leaf_weight=0.0013071937573757323 0.0010789108278740122 0.0012726056943959318 0.001108843661218455 0.0010366310907731005 0.0018634940186960341 0.0012003072666604961 0.0018517200681928366
leaf_count=429 560 315 240 201 825 248 303
internal_value=0 0.00129507 -0.000826533 0.00201941 -0.00162511 0.00353953 0.0114446
internal_weight=0 0.0096408 0.00836819 0.00725935 0.00622272 0.00491552 0.00305203
internal_count=3121 2561 2246 2006 1805 1376 551
is_linear=0
shrinkage=0.1


Tree=4452
num_leaves=8
num_cat=0
split_feature=1 12 47 3 15 43 16
split_gain=2.00584e-05 4.40915e-05 3.87327e-05 5.4167e-05 8.11383e-05 0.000122274 0.000121266
threshold=0.12500000000000003 0.10711000000000002 0.092530000000000015 0.10299500000000002 -0.095244999999999982 -0.084004999999999982 -0.088159999999999988
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 4 -1 -6 -7
right_child=-2 -3 -4 -5 5 6 -8
leaf_value=0.022486262634237433 0.011052663099691717 -0.021550311061537673 -0.015729989958144005 0.021118538769913778 0.013429048894183069 -0.00035932684915572635 -0.042793445440619471
leaf_weight=0.0011782800385245294 0.0014089691612454254 0.0010033198533759254 0.0012296381344562941 0.001399220253762809 0.0017688252096569662 0.0014266574821013421 0.0012756137191525594
leaf_count=266 279 232 240 133 517 364 1090
internal_value=0 -0.00175255 0.000646938 0.00350392 -0.000858818 -0.00701101 -0.0203905
internal_weight=0 0.00928155 0.00827823 0.0070486 0.00564938 0.0044711 0.00270227
internal_count=3121 2842 2610 2370 2237 1971 1454
is_linear=0
shrinkage=0.1


Tree=4453
num_leaves=9
num_cat=0
split_feature=0 15 16 1 13 160 151 4
split_gain=1.8993e-05 4.13797e-05 5.55639e-05 4.0087e-05 4.20527e-05 3.2882e-05 3.69079e-05 7.13162e-05
threshold=-0.060129999999999996 -1.0000000180025095e-35 0.15891500000000003 0.077565000000000009 -0.094514999999999988 -1.0000000180025095e-35 -0.00099499999999999979 0.053180000000000012
decision_type=2 2 2 2 2 2 2 2
left_child=3 -2 -3 -1 -5 -6 -7 -8
right_child=1 2 -4 4 5 6 7 -9
leaf_value=-0.016967822106971796 0.022469558719019837 0.016337306975362783 -0.014588816477771469 0.017532088753765874 -0.018212050900593701 -0.01421545556762931 -0.0087202723242834953 0.026853684193509725
leaf_weight=0.0015948746576250209 0.0010615594506978745 0.0010194057958357694 0.0013507230997400442 0.0012074006795435681 0.0011334798591653619 0.0010221542358804583 0.0011513494918535267 0.0011038072043540869
leaf_count=1457 259 145 169 211 270 163 333 114
internal_value=0 0.00606164 -0.00128732 -0.00297591 0.000996065 -0.00353047 0.00154725 0.00869173
internal_weight=0 0.00343169 0.00237013 0.00721307 0.00561819 0.00441079 0.00327731 0.00225516
internal_count=3121 573 314 2548 1091 880 610 447
is_linear=0
shrinkage=0.1


Tree=4454
num_leaves=11
num_cat=0
split_feature=484 133 16 52 157 52 151 2 15 43
split_gain=0.000121553 6.28658e-05 9.5516e-05 0.000150488 0.000127645 0.00013191 0.000115048 0.000120501 0.000136029 0.000100431
threshold=-1.0000000180025095e-35 0.10622000000000002 -0.014034999999999997 0.096795000000000006 -0.06266999999999999 -0.094124999999999986 -0.044604999999999992 0.088475000000000012 -0.074054999999999996 -0.0030899999999999994
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 6 4 -4 -6 -2 9 -9 -8
right_child=1 -3 3 -5 5 -7 7 8 -10 -11
leaf_value=-0.00066694373342878214 -0.0006406602299604304 -0.00041910323433191177 0.00066137581567197849 0.00089191725888192414 0.00025107216292738786 -0.00068781637931994086 0.00011081897053861464 0.00074678729744727368 -8.0319709595500267e-05 -0.00069879375336502191
leaf_weight=0.0010028134247744283 0.0011115080622655267 0.0010343176210117081 0.0010369075999988619 0.0012237302239278183 0.0012964572226357076 0.0010343014168657564 0.0012155669300271351 0.0014405263990133602 0.0016289831876207792 0.0011429868439725524
leaf_count=515 170 370 278 83 325 175 438 270 241 256
internal_value=0 4.32941e-05 8.62612e-05 0.000303033 8.9047e-05 -0.000165571 -6.59333e-05 5.17538e-05 0.000307843 -0.00028153
internal_weight=0 0.0121653 0.011131 0.0045914 0.00336767 0.00233076 0.00653957 0.00542806 0.00306951 0.00235855
internal_count=3121 2606 2236 861 778 500 1375 1205 511 694
is_linear=0
shrinkage=0.00196078


Tree=4455
num_leaves=8
num_cat=0
split_feature=15 151 49 0 52 3 2
split_gain=2.03182e-05 4.13057e-05 4.10887e-05 4.97233e-05 6.98333e-05 3.5022e-05 2.66418e-05
threshold=-0.11713499999999999 -0.077429999999999985 -0.054319999999999993 -0.10011499999999998 0.083680000000000018 -0.082039999999999988 0.081685000000000021
decision_type=2 2 2 2 2 2 2
left_child=-1 -2 -3 -4 6 -6 -5
right_child=1 2 3 4 5 -7 -8
leaf_value=-0.0098248092466184881 0.018804701222873005 -0.016119694329511571 0.015903638160384436 -0.0053517936849656021 0.02304818405318838 -0.0026723554276247407 -0.027726150359334359
leaf_weight=0.0017769442246584376 0.0012417407870818241 0.0014334626228001742 0.001946773093618342 0.0010994776295871007 0.0010004554633105817 0.001124352321704155 0.0010314332636897491
leaf_count=484 390 198 228 390 396 375 660
internal_value=0 0.00188974 -0.000860933 0.00266553 -0.00339022 0.00943804 -0.0161817
internal_weight=0 0.0088777 0.00763595 0.00620249 0.00425572 0.00212481 0.00213091
internal_count=3121 2637 2247 2049 1821 771 1050
is_linear=0
shrinkage=0.1


Tree=4456
num_leaves=9
num_cat=0
split_feature=52 52 160 15 13 3 15 4
split_gain=2.06371e-05 6.50443e-05 5.76365e-05 4.49234e-05 7.80572e-05 3.77077e-05 3.38363e-05 1.68557e-05
threshold=-0.081429999999999989 -0.24456499999999998 0.050340000000000003 -0.11713499999999999 -0.015874999999999997 -0.075634999999999994 0.035560000000000008 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 3 -2 5 -5 7 -6
right_child=2 -3 -4 4 6 -7 -8 -9
leaf_value=-0.010384011531810915 -0.013766332015223832 0.023660876001168132 -0.022660391304469209 0.0049125288469714402 0.030217628989640945 -0.020817077603985379 0.00037410824237849434 0.012772497447411286
leaf_weight=0.00101711826921436 0.0015929343797759527 0.0012519167099567631 0.0011974782360503408 0.001062127117892313 0.0011976090152568193 0.0012282982951068284 0.0010498057812415753 0.0010303796735936501
leaf_count=364 371 407 216 768 137 294 431 133
internal_value=0 0.0083999 -0.00235372 0.00104193 0.00527822 -0.00888562 0.0151755 0.0221498
internal_weight=0 0.00226903 0.00835863 0.00716115 0.00556822 0.00229043 0.00327779 0.00222799
internal_count=3121 771 2350 2134 1763 1062 701 270
is_linear=0
shrinkage=0.1


Tree=4457
num_leaves=8
num_cat=0
split_feature=43 4 13 151 43 2 16
split_gain=2.05994e-05 3.92221e-05 9.57525e-05 5.25074e-05 5.70752e-05 0.000105678 7.65895e-05
threshold=-0.27207999999999993 -0.35136499999999998 0.016935000000000002 -0.044604999999999992 -0.074359999999999996 0.088475000000000012 -0.090054999999999982
decision_type=2 2 2 2 2 2 2
left_child=-1 -2 3 -3 -5 -6 -7
right_child=1 2 -4 4 5 6 -8
leaf_value=-0.01348591222606607 -0.013870654755340309 -0.01737658689538921 0.031753289779593213 0.021432170701827374 -0.022903016549727082 0.024088536844546687 -0.010237933754172833
leaf_weight=0.0010302986162911117 0.0014310119878922787 0.0014173098824043209 0.0010838924571272635 0.0014277043411382419 0.0015085008026951355 0.0016009906290804323 0.0010942638671498435
leaf_count=144 225 427 278 658 780 217 392
internal_value=0 0.00139613 0.00408246 -0.000172499 0.00415738 -0.00170959 0.0101521
internal_weight=0 0.00956367 0.00813266 0.00704877 0.00563146 0.00420376 0.00269525
internal_count=3121 2977 2752 2474 2047 1389 609
is_linear=0
shrinkage=0.1


Tree=4458
num_leaves=10
num_cat=0
split_feature=48 4 12 3 150 13 0 13 15
split_gain=7.34288e-05 9.83286e-05 6.33121e-05 0.000168854 0.000105851 0.000102402 7.77372e-05 0.000104337 7.55993e-05
threshold=0.12474000000000002 0.27834500000000006 -0.040564999999999997 0.10542000000000001 0.086615000000000011 -0.086589999999999986 -0.053834999999999994 -0.011289999999999998 -0.09551999999999998
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 -4 7 -7 -9
right_child=-2 -3 3 -5 -6 6 -8 8 -10
leaf_value=-0.00046473123933625651 -0.00051120778791935028 0.0005132677939704086 -0.00050566949808246464 0.00058827519258647311 -0.00067299410575419761 0.00074574499896352833 -0.00025494764651921333 0.000397671166050236 -0.00030942016746274775
leaf_weight=0.0011378871555282792 0.0010108811610830106 0.0014725460639931917 0.0012564331346887501 0.0016731707620738501 0.001066640678710872 0.0012093250928710696 0.0014935620038204278 0.0011357101170480393 0.0011909389853057256
leaf_count=216 102 320 420 109 179 859 266 85 565
internal_value=0 3.97301e-05 -2.88777e-05 2.60707e-05 -0.000101865 -4.95282e-06 0.000120132 0.000278562 3.57332e-05
internal_weight=0 0.0116362 0.0101637 0.00902578 0.00735261 0.00628597 0.00502954 0.00353597 0.00232665
internal_count=3121 3019 2699 2483 2374 2195 1775 1509 650
is_linear=0
shrinkage=0.00196078


Tree=4459
num_leaves=8
num_cat=0
split_feature=3 51 0 0 12 15 0
split_gain=2.10236e-05 3.454e-05 4.55744e-05 7.27113e-05 4.78418e-05 5.91073e-05 6.71261e-05
threshold=0.13524500000000003 0.087505000000000013 -0.17169499999999996 -0.10224499999999999 0.092355000000000007 0.083935000000000023 -0.019414999999999998
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 -4 5 6 -5
right_child=-2 -3 3 4 -6 -7 -8
leaf_value=0.017228207200360314 0.010883344569547104 -0.016833509207416972 -0.021638285768005597 -0.01459414066412233 -0.012968019286152163 0.028843166360059475 0.018787777395931404
leaf_weight=0.0013700109820448583 0.0015087326118794478 0.0013177053662533078 0.0015603442161198173 0.0013169152140818452 0.0013282633836147455 0.0010748718992777315 0.0011102021895779365
leaf_count=134 192 373 282 705 699 568 168
internal_value=0 -0.00186435 0.000677319 -0.00287085 0.00319171 0.0093209 0.000675281
internal_weight=0 0.00907831 0.00776061 0.0063906 0.00483025 0.00350199 0.00242712
internal_count=3121 2929 2556 2422 2140 1441 873
is_linear=0
shrinkage=0.1


Tree=4460
num_leaves=9
num_cat=0
split_feature=48 48 51 1 42 4 0 133
split_gain=5.55836e-05 8.19807e-05 0.00011831 8.89175e-05 4.75784e-05 9.1828e-05 7.08123e-05 0.000102991
threshold=0.11951500000000001 0.092475000000000016 0.087505000000000013 0.111945 0.086325000000000013 0.055260000000000011 -0.11991499999999998 0.061605000000000007
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 -1 -8
right_child=-2 -3 -4 -5 -6 -7 7 -9
leaf_value=0.00062181317074659474 -0.0004401587245352056 0.00049975377078411603 -0.00066424038685091195 0.00042491579035178222 -0.00033819303215685669 -0.00046638293867901797 -0.00024183448213857997 0.00050699380367515948
leaf_weight=0.0010147886964532969 0.001034240696885483 0.0012901674536211728 0.0010025384783007548 0.0018791749820836106 0.0017250173215688875 0.0010961727182651065 0.0019846033685330666 0.001096187565868505
leaf_count=125 114 251 307 327 779 178 692 348
internal_value=0 3.51286e-05 -2.60486e-05 4.66908e-05 -5.60668e-05 3.76727e-05 0.000172582 2.46089e-05
internal_weight=0 0.0110887 0.00979848 0.00879594 0.00691677 0.00519175 0.00409558 0.00308079
internal_count=3121 3007 2756 2449 2122 1343 1165 1040
is_linear=0
shrinkage=0.00196078


Tree=4461
num_leaves=10
num_cat=0
split_feature=52 52 4 0 0 3 15 0 2
split_gain=5.53668e-05 8.83902e-05 6.39412e-05 0.000129619 0.00010304 7.741e-05 6.37429e-05 0.000106463 6.68195e-05
threshold=0.19022000000000003 0.11008000000000001 -0.35136499999999998 -0.077999999999999986 -0.10011499999999998 -0.088084999999999983 -0.11713499999999999 -0.13455999999999999 0.092480000000000021
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 6 -5 -4 8 -8
right_child=-2 -3 3 5 -6 -7 7 -9 -10
leaf_value=-0.00042501196371455107 -0.00044339161288010838 0.00057452077922135803 -0.00036332776374195264 0.00079651257772252692 -0.00062507690583506897 8.6525358433159336e-05 0.00019730424894184731 0.00056081478997197659 -0.00046747205362992702
leaf_weight=0.0012991366018042837 0.0010015411281597856 0.0010666545447406825 0.0012745855498924709 0.0011526272279884456 0.0011912554150733702 0.0012104380120180509 0.0012347907509477896 0.0014504992926014414 0.001098440299704885
leaf_count=199 350 183 164 165 1183 505 101 118 153
internal_value=0 3.8199e-05 -1.95173e-05 4.16479e-05 -0.000106266 0.000432834 1.59161e-05 0.000143668 -0.00011566
internal_weight=0 0.0109784 0.00991177 0.00861264 0.00624957 0.00236307 0.00505832 0.00378373 0.00233323
internal_count=3121 2771 2588 2389 1719 670 536 372 254
is_linear=0
shrinkage=0.00196078


Tree=4462
num_leaves=8
num_cat=0
split_feature=52 11 52 12 1 3 0
split_gain=1.90952e-05 2.94162e-05 4.32429e-05 6.64979e-05 5.95418e-05 0.000138086 5.05208e-05
threshold=0.15915500000000002 1.0000000180025095e-35 0.10024500000000001 0.097825000000000009 0.11181500000000001 0.090900000000000009 -0.084269999999999984
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 -1
right_child=-2 -3 -4 -5 -6 -7 -8
leaf_value=-0.018485745132085115 -0.012943687810500258 -0.01476253633650787 0.021180610818857842 0.023389476718914594 -0.021150578984013544 0.032066363262380923 0.0049486135695918677
leaf_weight=0.0019748245198676195 0.001036061869024202 0.0010133152065628917 0.001163000101833519 0.001078152086709111 0.0014648741342108938 0.0011531461561289369 0.0017222309792293842
leaf_count=808 368 223 233 304 296 136 753
internal_value=0 0.00134825 0.00325626 0.000436647 -0.00348201 0.00185431 -0.00756912
internal_weight=0 0.00956954 0.00855623 0.00739323 0.00631508 0.0048502 0.00369706
internal_count=3121 2753 2530 2297 1993 1697 1561
is_linear=0
shrinkage=0.1


Tree=4463
num_leaves=11
num_cat=0
split_feature=52 52 474 49 15 13 15 15 3 16
split_gain=6.19888e-05 9.37152e-05 7.29485e-05 7.61578e-05 7.61938e-05 7.18362e-05 8.53793e-05 6.44665e-05 6.13809e-05 6.118e-05
threshold=0.19022000000000003 0.11008000000000001 0.084660000000000027 -0.081404999999999991 -0.055554999999999993 -0.095304999999999987 0.035560000000000008 -0.15026499999999995 -0.042499999999999989 -0.094359999999999986
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 7 -6 8 -5 -7 -9
right_child=-2 -3 -4 4 5 6 -8 9 -10 -11
leaf_value=0.0003445621516707109 -0.00046876426539105872 0.00057440951920290431 0.0004704559530198179 9.6642986693640591e-06 0.00039612199776872315 -0.00022802680388280932 -0.00050981209906021338 -0.00092595276664093657 0.00045254123049725783 -0.00026983263947784575
leaf_weight=0.0013825317036920718 0.0010410673670754071 0.0011028339616891885 0.0010240687283046669 0.0010722060449602495 0.0013062455053476155 0.0010119669034612576 0.0014342712647375457 0.0010271728484395693 0.0010261580473616056 0.0011673375906960776
leaf_count=187 350 183 313 231 116 273 829 166 104 369
internal_value=0 3.07868e-05 -2.65733e-05 -8.05612e-05 -0.000153615 4.15327e-06 -0.000143297 -0.000384403 0.000114627 -0.000576939
internal_weight=0 0.0115548 0.010452 0.00942789 0.00804536 0.00477864 0.0034724 0.00326672 0.00203812 0.00219451
internal_count=3121 2771 2588 2275 2088 1322 1206 766 377 535
is_linear=0
shrinkage=0.00196078


Tree=4464
num_leaves=10
num_cat=0
split_feature=133 13 50 159 3 12 49 15 2
split_gain=8.39111e-05 0.000105832 4.79939e-05 6.84704e-05 6.93752e-05 6.26683e-05 6.70286e-05 4.56593e-05 4.71531e-05
threshold=0.10622000000000002 -0.23438999999999996 0.07826000000000001 0.082585000000000006 0.10893000000000001 0.092355000000000007 -0.006494999999999999 -0.036009999999999993 0.090050000000000005
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 6 -3 -8 -9
right_child=-2 2 -4 -5 -6 -7 7 8 -10
leaf_value=0.00057833104903597219 -0.00055013925475456049 -2.2002880078510058e-05 -0.00040342101033911682 -0.00041969793147723358 -0.00038858239521208268 -0.00016513113757778342 0.00011850438993750607 0.00088493566460428111 0.00030116236069599716
leaf_weight=0.0012494939540644593 0.0010093692313969003 0.0019704570038023761 0.0011501378243572941 0.0011793221740368865 0.00103061727574566 0.0017478065212172432 0.0011367800678815081 0.0011097673478597699 0.0010217230502620883
leaf_count=157 435 319 476 366 75 439 257 486 111
internal_value=0 3.92986e-05 -2.57969e-05 2.14298e-05 8.63197e-05 0.000156375 0.000263639 0.000435855 0.000605106
internal_weight=0 0.0115961 0.0103466 0.00919647 0.00801715 0.00698653 0.00523873 0.00326827 0.00213149
internal_count=3121 2686 2529 2053 1687 1612 1173 854 597
is_linear=0
shrinkage=0.00196078


Tree=4465
num_leaves=9
num_cat=0
split_feature=52 52 160 12 160 4 43 4
split_gain=1.88492e-05 5.39704e-05 4.7815e-05 3.72412e-05 6.77147e-05 6.1916e-05 7.09658e-05 2.32674e-05
threshold=-0.081429999999999989 -0.24456499999999998 0.050340000000000003 0.10193000000000001 -0.079874999999999988 -0.0016099999999999997 -0.0037449999999999996 0.2623950000000001
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -2 6 -6 -7
right_child=2 -3 -4 -5 5 7 -8 -9
leaf_value=-0.0091391989141666793 -0.016308839961402286 0.021878539995603876 -0.020817502180563215 -0.015392498533202556 0.0045508385972480407 -0.0098042600142077291 0.039965888031084487 0.0099662913964835929
leaf_weight=0.0010136519025112757 0.0012860304282264565 0.0012561063382423958 0.0011895661590201542 0.001182143559540356 0.0011836770773637263 0.0014120461836058811 0.0010839626998729143 0.0010290931190848908
leaf_count=364 520 407 216 278 567 216 333 220
internal_value=0 0.00802632 -0.00224863 0.000829129 0.00402795 0.00958219 0.0214797 -0.00146973
internal_weight=0 0.00226976 0.00836652 0.00717695 0.00599481 0.00470878 0.00226764 0.00244114
internal_count=3121 771 2350 2134 1856 1336 900 436
is_linear=0
shrinkage=0.1


Tree=4466
num_leaves=9
num_cat=0
split_feature=484 4 16 0 0 51 3 0
split_gain=8.96969e-05 4.99275e-05 4.75323e-05 0.000119471 7.71831e-05 0.000108892 8.3213e-05 6.25625e-05
threshold=-1.0000000180025095e-35 0.27044500000000005 -0.014034999999999997 -0.053834999999999994 -0.10224499999999999 0.081440000000000026 -0.078934999999999991 0.030935000000000004
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 4 -4 5 -2 -6 -5
right_child=1 -3 3 7 6 -7 -8 -9
leaf_value=-0.00056958824129931158 -0.00068467944616582553 0.0003515546010542931 0.00053133625450635749 -0.00048778665604226818 -0.0002462034928354502 0.00011607613627870092 0.00042129967509949294 0.00011870121715241121
leaf_weight=0.0010041819708638986 0.001651708682594804 0.0017018019246820672 0.0017934566418322585 0.0010770141312276033 0.0014162273268324601 0.0010797206335171339 0.0014564680783907562 0.0016646469577727731
leaf_count=515 158 346 578 131 779 85 357 172
internal_value=0 4.07747e-05 -1.13875e-05 0.000137851 -0.000132158 -0.000368145 9.22233e-05 -0.000119547
internal_weight=0 0.011841 0.0101392 0.00453512 0.00560412 0.00273143 0.0028727 0.00274166
internal_count=3121 2606 2260 881 1379 243 1136 303
is_linear=0
shrinkage=0.00196078


Tree=4467
num_leaves=10
num_cat=0
split_feature=484 42 15 151 4 133 15 12 51
split_gain=0.000137029 5.02183e-05 7.16255e-05 0.000149973 0.000123263 9.66404e-05 6.74362e-05 0.000110907 8.73906e-05
threshold=-1.0000000180025095e-35 0.10194000000000002 1.0000000180025095e-35 -0.044604999999999992 0.24564500000000003 0.082925000000000013 -0.037864999999999989 1.0000000180025095e-35 0.082455000000000014
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 6 -4 8 -8 -5
right_child=1 -3 5 4 -6 -7 7 -9 -10
leaf_value=-0.00070021220054510642 -0.00035300180565992775 -0.00036618450369534545 -0.00044465739142579433 -0.00040602369744644498 0.00083774350440973062 0.00031334902452198192 0.00083638788670720653 4.2274236780655272e-05 0.00036364570332799947
leaf_weight=0.0010057407009902439 0.0015878987819137342 0.0010030557684825728 0.0018252144211705814 0.0012977642629251 0.0013862825228170101 0.0010014627412193054 0.0011890294784386987 0.0015676379383156858 0.0010074819191248866
leaf_count=515 326 319 710 371 241 193 120 178 148
internal_value=0 5.35935e-05 9.23553e-05 0.000186785 0.00031971 -0.000176103 0.000177839 0.000384798 -6.96483e-05
internal_weight=0 0.0118658 0.0108628 0.00803609 0.0064482 0.00282668 0.00506191 0.00275667 0.00230525
internal_count=3121 2606 2287 1384 1058 903 817 298 519
is_linear=0
shrinkage=0.00196078


Tree=4468
num_leaves=8
num_cat=0
split_feature=1 4 15 4 3 12 1
split_gain=2.14891e-05 4.69254e-05 4.39131e-05 4.5408e-05 3.40773e-05 6.26293e-05 6.53988e-05
threshold=0.090405000000000013 -0.15764999999999998 -0.0063699999999999989 -0.059649999999999988 0.10893000000000001 0.090840000000000018 0.10557500000000002
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -3 -4 5 6 -2
right_child=4 2 3 -5 -6 -7 -8
leaf_value=0.007974955655916334 0.0046066162961548194 -0.029238510001663803 -0.018714213521005909 0.010373116100337709 -0.007325636629314309 -0.0055676414720488392 0.038649512608890796
leaf_weight=0.0018142634042960268 0.0012408060964877005 0.0010232955774844665 0.0010656885569743423 0.0010811901560558105 0.0017806298241049932 0.0016349117630843871 0.0010350346955483203
leaf_count=142 201 876 817 165 240 422 258
internal_value=0 -0.00485093 -0.0121911 -0.00406554 0.00414182 0.00936313 0.0200891
internal_weight=0 0.00498444 0.00317017 0.00214688 0.00569138 0.00391075 0.00227584
internal_count=3121 2000 1858 982 1121 881 459
is_linear=0
shrinkage=0.1


Tree=4469
num_leaves=9
num_cat=0
split_feature=48 4 12 3 2 48 52 1
split_gain=4.90617e-05 9.63068e-05 8.25603e-05 0.000162717 0.000102639 7.45159e-05 0.000119219 7.13172e-05
threshold=0.12230500000000001 0.27834500000000006 -0.040564999999999997 0.10542000000000001 0.092875000000000013 0.083985000000000018 -0.0064899999999999992 0.08844500000000001
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 6 -4 -8
right_child=-2 -3 3 -5 -6 -7 7 -9
leaf_value=-0.00054130881682492985 -0.00041665422108365179 0.00051118660528450487 -0.00066763901687561618 0.00057872026598157445 -0.00050509913942994454 0.00048871801683986606 -0.00021970364403102504 0.00036180583444295954
leaf_weight=0.0010915214363439686 0.0010019795514909268 0.0014330736537315663 0.0010157121260537744 0.0016844846837174021 0.0017909087760205221 0.001112625277671777 0.0014694631220430162 0.0018091240658589568
leaf_count=215 108 317 480 109 672 192 727 301
internal_value=0 3.58829e-05 -3.24103e-05 3.01267e-05 -9.82588e-05 3.64969e-05 -8.06706e-05 0.000101173
internal_weight=0 0.0114069 0.00997384 0.00888232 0.00719783 0.00540692 0.0042943 0.00327859
internal_count=3121 3013 2696 2481 2372 1700 1508 1028
is_linear=0
shrinkage=0.00196078


Tree=4470
num_leaves=8
num_cat=0
split_feature=1 16 43 15 15 3 2
split_gain=2.0016e-05 5.62981e-05 7.7505e-05 3.23608e-05 8.03197e-05 7.99233e-05 5.43188e-05
threshold=0.077565000000000009 0.19444000000000003 -0.084154999999999994 0.035560000000000008 -0.016799999999999995 0.097915000000000016 0.089885000000000007
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 4 5 6 -2
right_child=3 -3 -4 -5 -6 -7 -8
leaf_value=-0.03583761511664476 0.00014023953900936374 0.013287865610954651 0.0001741700441583132 -0.011980232245307263 0.030919453213253068 -0.016575612258843842 0.027429411861815314
leaf_weight=0.001004709945969615 0.0019957514956065346 0.0010415982425518336 0.0014750701502046753 0.0012017546213013326 0.0010632485503920775 0.0017441976036652804 0.0011495385571109896
leaf_count=415 376 196 1025 400 257 212 240
internal_value=0 -0.00622168 -0.0144164 0.00298801 0.00600984 0.00059309 0.0101139
internal_weight=0 0.00352138 0.00247978 0.00715449 0.00595274 0.00488949 0.00314529
internal_count=3121 1636 1440 1485 1085 828 616
is_linear=0
shrinkage=0.1


Tree=4471
num_leaves=8
num_cat=0
split_feature=3 39 457 52 0 4 1
split_gain=1.95084e-05 3.209e-05 5.68653e-05 4.97251e-05 5.03283e-05 3.69159e-05 5.62576e-05
threshold=0.13524500000000003 0.0046100000000000004 0.080930000000000016 0.10611000000000001 -0.14794999999999997 0.053180000000000012 0.080585000000000004
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 4 -1 6 -6
right_child=-2 -3 -4 -5 5 -7 -8
leaf_value=-0.020918381123444945 0.010417796994169257 0.014102059674230734 0.015761065178338359 -0.026578470016168622 0.005625324895900688 0.012854790409492375 -0.024619787179984587
leaf_weight=0.0013077843163195081 0.0015264017112761276 0.0011141561862599699 0.0012305560052350839 0.001147496135460834 0.0015933705822711464 0.0017164592874142344 0.0010015718399666112
leaf_count=134 192 335 176 469 1025 292 498
internal_value=0 -0.00179766 -0.00401277 -0.00760874 -0.00373493 0.00147735 -0.0060484
internal_weight=0 0.00911139 0.00799724 0.00676668 0.00561919 0.0043114 0.00259494
internal_count=3121 2929 2594 2418 1949 1815 1523
is_linear=0
shrinkage=0.1


Tree=4472
num_leaves=7
num_cat=0
split_feature=42 49 42 52 3 2
split_gain=2.00678e-05 3.24929e-05 6.67563e-05 4.48675e-05 4.43307e-05 4.0084e-05
threshold=-1.0000000180025095e-35 -0.047584999999999995 0.091545000000000015 -0.0064899999999999992 0.090900000000000009 0.079055000000000014
decision_type=2 2 2 2 2 2
left_child=-1 -2 3 -3 5 -5
right_child=1 2 -4 4 -6 -7
leaf_value=-0.0095890771783743028 0.013287922194809882 -0.0097507419668867931 -0.021096735325017723 0.005468031388592468 -0.0021154312032829799 0.033541727535162429
leaf_weight=0.0018233400924482579 0.0019600416827954843 0.0017184457827257279 0.0013653390109491671 0.0010006198547815003 0.0017070329472069516 0.0010343151641761007
leaf_count=862 360 596 620 160 165 358
internal_value=0 0.00193922 -0.0013196 0.00362553 0.0097684 0.0197373
internal_weight=0 0.00878579 0.00682575 0.00546041 0.00374197 0.00203494
internal_count=3121 2259 1899 1279 683 518
is_linear=0
shrinkage=0.1


Tree=4473
num_leaves=10
num_cat=0
split_feature=48 48 51 0 12 2 13 16 4
split_gain=8.07669e-05 9.10968e-05 0.00010015 0.000114498 5.34408e-05 7.31684e-05 5.76462e-05 0.000112788 3.14026e-05
threshold=0.12474000000000002 0.092475000000000016 0.086310000000000012 -0.17169499999999996 0.097825000000000009 0.080205000000000012 -0.033284999999999988 -0.083539999999999989 -0.0060199999999999993
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 6 -6 7 -5 -8
right_child=-2 -3 -4 4 5 -7 8 -9 -10
leaf_value=0.00066116409843262295 -0.00053372645389827508 0.00051518766722863743 -0.00058333664406127691 5.6934072914213771e-05 0.00060543960826953992 -0.00011592274190175317 0.00022084418580479084 -0.00080882016076163905 -0.0001569884495612975
leaf_weight=0.0010393645323662883 0.0010021376255784408 0.0014006520159574971 0.0010777195216435031 0.0011748429777624098 0.0010411560139319482 0.0011244492155989983 0.0016936907384745336 0.0011398501485476572 0.0016891945807470414
leaf_count=110 102 263 320 378 109 289 544 789 217
internal_value=0 4.6915e-05 -1.88033e-05 4.95376e-05 -3.13079e-05 0.000230886 -0.000130966 -0.000369399 3.2179e-05
internal_weight=0 0.0113809 0.00998027 0.00890255 0.00786318 0.00216561 0.00569758 0.00231469 0.00338289
internal_count=3121 3019 2756 2436 2326 398 1928 1167 761
is_linear=0
shrinkage=0.00196078


Tree=4474
num_leaves=11
num_cat=0
split_feature=48 48 51 0 0 4 4 4 0 43
split_gain=4.59332e-05 9.6499e-05 9.84904e-05 9.24373e-05 6.83925e-05 0.000132135 7.22959e-05 8.32098e-05 6.85567e-05 4.82982e-05
threshold=0.11951500000000001 0.092475000000000016 0.086310000000000012 -0.17169499999999996 -0.084269999999999984 0.053180000000000012 -0.35136499999999998 -0.082109999999999975 -0.10836499999999999 -0.023869999999999995
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 -5 -6 -8 -7 -9
right_child=-2 -3 -4 4 6 8 7 9 -10 -11
leaf_value=0.00059076827282528697 -0.00039535876888043632 0.00053316692750641733 -0.00059316970909212025 -0.00084864415537838731 -0.0002458641218431386 -0.00034545057161907366 0.00073592423844020421 -0.00021734100644641878 0.00036332261548676883 0.00037234454099133803
leaf_weight=0.0010165805165943858 0.0010560525626216186 0.0013067095528688693 0.0010782005759483173 0.0010038600139118752 0.0014792352202590824 0.0010281801809436733 0.001033503029467431 0.0011409757765954978 0.0010714329320655577 0.0010038329648738445
leaf_count=110 114 251 320 693 159 146 256 565 136 371
internal_value=0 3.24795e-05 -3.39031e-05 3.47947e-05 -3.80297e-05 -0.000263521 0.000112222 0.000278881 1.62365e-05 5.8649e-05
internal_weight=0 0.0111625 0.0098558 0.0087776 0.00776102 0.00310347 0.00465755 0.00317831 0.00209961 0.00214481
internal_count=3121 3007 2756 2436 2326 975 1351 1192 282 936
is_linear=0
shrinkage=0.00196078


Tree=4475
num_leaves=9
num_cat=0
split_feature=1 12 42 4 0 2 12 4
split_gain=1.94969e-05 4.04883e-05 6.56052e-05 3.15961e-05 2.95998e-05 6.95554e-05 6.81435e-05 5.47679e-05
threshold=0.090405000000000013 0.088245000000000004 0.084635000000000016 -0.083249999999999977 -0.23001499999999997 0.113445 0.098330000000000015 0.053925000000000008
decision_type=2 2 2 2 2 2 2 2
left_child=1 3 -3 -1 -2 6 7 -6
right_child=4 2 -4 -5 5 -7 -8 -9
leaf_value=-0.00049672681713438963 -0.011519652774240684 -0.0095436915276846286 0.022718149190548362 -0.023831952866231083 0.0042052339419156896 0.025757927835191999 0.020657334926069984 -0.027252036468270253
leaf_weight=0.0010010356988284519 0.0010141804387180384 0.0014959073206438566 0.001089312779369886 0.0013803529378694434 0.0011774177818530006 0.0014232202432127939 0.0010183371384183439 0.0010443756060545897
leaf_count=331 76 484 458 727 425 315 142 163
internal_value=0 -0.00461543 0.00405021 -0.0140228 0.00396339 0.00733063 -0.000763523 -0.0105816
internal_weight=0 0.00496661 0.00258522 0.00238139 0.00567753 0.00466335 0.00324013 0.00222179
internal_count=3121 2000 942 1058 1121 1045 730 588
is_linear=0
shrinkage=0.1


Tree=4476
num_leaves=9
num_cat=0
split_feature=41 0 4 3 1 47 13 0
split_gain=7.9305e-05 5.5433e-05 0.000109616 0.000122529 6.8239e-05 8.31097e-05 0.000102647 8.21557e-05
threshold=0.075585000000000013 -0.060129999999999996 -0.49405499999999997 -0.10023499999999998 1.0000000180025095e-35 0.087235000000000021 -0.0025349999999999995 -0.22491999999999998
decision_type=2 2 2 2 2 2 2 2
left_child=1 4 -3 -4 -1 6 -6 -8
right_child=-2 2 3 -5 5 -7 7 -9
leaf_value=-0.00038199681167499036 -0.00053109184573816356 -0.00031419837740872516 0.00096136817819534258 0.00011655969573907977 0.00063646134803755315 -0.00028431338168373021 0.00027650460862480269 -0.00039244952446291451
leaf_weight=0.0018443994993733222 0.0010092627603183755 0.0010216241767353577 0.0010611690136617471 0.0017462150405958656 0.0013999593643041035 0.0019871599600651295 0.001643713233190236 0.0012370458556613074
leaf_count=1413 170 142 107 275 525 218 100 171
internal_value=0 4.13042e-05 0.000235758 0.000435891 -5.04784e-05 4.7075e-05 0.000200909 -1.07554e-05
internal_weight=0 0.0119413 0.00382901 0.00280738 0.00811228 0.00626788 0.00428072 0.00288076
internal_count=3121 2951 524 382 2427 1014 796 271
is_linear=0
shrinkage=0.00196078


Tree=4477
num_leaves=11
num_cat=0
split_feature=484 133 16 52 4 151 3 52 0 2
split_gain=0.000128801 9.77921e-05 0.000132655 0.000170119 0.000137617 0.000114502 7.89484e-05 8.45824e-05 5.23739e-05 4.65989e-05
threshold=-1.0000000180025095e-35 0.10622000000000002 -0.014034999999999997 0.096795000000000006 -0.10429499999999998 -0.044604999999999992 -0.086769999999999986 0.077655000000000016 -0.10224499999999999 0.073895000000000002
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 5 4 -4 -2 -7 8 -8 -6
right_child=1 -3 3 -5 9 6 7 -9 -10 -11
leaf_value=-0.00066774752680565379 -0.00065730941502598896 -0.00054155594762340855 -0.00048379383340236252 0.00097718681891024789 6.5155688769154039e-05 -0.00040353259813519828 -0.00019733470166221771 0.00064023367002386357 0.00031342761240364946 0.00061257580745318393
leaf_weight=0.0010562900654657982 0.0011032524509047596 0.0010014754323086133 0.0010038665894074872 0.0012285183442902314 0.0010442705263216663 0.0012302037461450451 0.0019734508854967929 0.0010611448106800964 0.0012676694836876216 0.0013985039460400954
leaf_count=515 170 370 188 83 166 354 173 429 249 424
internal_value=0 4.57158e-05 9.77134e-05 0.000350695 0.000127389 -8.05237e-05 3.44956e-05 0.000159747 2.43505e-06 0.000378557
internal_weight=0 0.0123124 0.0113109 0.00467516 0.00344664 0.00663572 0.00553247 0.00430227 0.00324112 0.00244277
internal_count=3121 2606 2236 861 778 1375 1205 851 422 590
is_linear=0
shrinkage=0.00196078


Tree=4478
num_leaves=11
num_cat=0
split_feature=48 4 151 124 3 47 1 1 3 12
split_gain=0.000168344 0.000114096 8.77988e-05 8.22575e-05 0.000227089 0.000111636 9.52062e-05 5.35239e-05 7.75989e-05 0.00010094
threshold=0.12879500000000002 0.27834500000000006 -0.086379999999999985 -0.0037749999999999993 0.10542000000000001 0.09550500000000002 0.090840000000000018 0.086455000000000018 -0.080634999999999984 0.089735000000000023
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 5 6 7 8 9 -5
right_child=-2 -3 3 4 -6 -7 -8 -9 -10 -11
leaf_value=0.00052526478972854786 -0.00077499711155674901 0.00054032652743783835 -0.00060789983202161248 -0.00046992494912106612 0.0006495660830530413 0.00040350943951390761 -0.00067322467268921883 0.00026929126030345285 -0.00067495130857192379 0.00032002894042241673
leaf_weight=0.001006160070818528 0.0010468794856974212 0.0015563158412187751 0.0010275234651158224 0.0011627423515233255 0.0015915949584842659 0.0011189454859076289 0.0016493613018107676 0.0010311426128003106 0.001087040109409871 0.0013370012473665463
leaf_count=230 90 322 125 729 110 160 356 180 542 277
internal_value=0 4.3381e-05 -2.6855e-05 -8.23774e-05 -2.22307e-05 -0.00016699 -0.000268846 -0.000124416 -0.000237601 -4.74139e-05
internal_weight=0 0.0125678 0.0110115 0.0100054 0.00897783 0.00738623 0.00626729 0.00461793 0.00358678 0.00249974
internal_count=3121 3031 2709 2479 2354 2244 2084 1728 1548 1006
is_linear=0
shrinkage=0.00196078


Tree=4479
num_leaves=10
num_cat=0
split_feature=484 133 16 52 0 151 2 15 3
split_gain=0.000128901 8.62257e-05 0.00011385 0.000155807 0.000122816 9.56877e-05 0.000114418 0.000187782 5.73482e-05
threshold=-1.0000000180025095e-35 0.10622000000000002 -0.014034999999999997 0.096795000000000006 -0.053834999999999994 -0.044604999999999992 0.088475000000000012 -0.074054999999999996 -0.077774999999999983
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 5 4 -4 -2 8 -8 -7
right_child=1 -3 3 -5 -6 6 7 -9 -10
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leaf_weight=0.0010197651293594309 0.0010812164436719111 0.0010134356614198833 0.001829855792010413 0.0012094759833011625 0.001502413200340909 0.0011903230826499237 0.0014319275472314485 0.0016244837185218591 0.0011499936726373893
leaf_count=515 170 370 520 83 258 520 270 241 174
internal_value=0 4.45152e-05 9.48504e-05 0.000332874 0.000114077 -7.203e-05 3.46371e-05 0.000284466 -0.000291635
internal_weight=0 0.0120331 0.0110197 0.00454174 0.00333227 0.00647794 0.00539673 0.00305641 0.00234032
internal_count=3121 2606 2236 861 778 1375 1205 511 694
is_linear=0
shrinkage=0.00196078


Tree=4480
num_leaves=11
num_cat=0
split_feature=484 133 16 52 151 157 52 2 15 43
split_gain=0.000125609 6.69688e-05 0.000113459 0.000128609 0.000124973 0.000120033 0.000128021 7.4463e-05 0.000164473 6.43735e-05
threshold=-1.0000000180025095e-35 0.10622000000000002 -0.014034999999999997 0.096795000000000006 -0.044604999999999992 -0.06266999999999999 -0.094124999999999986 0.088475000000000012 -0.074054999999999996 -0.0030899999999999994
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 5 -2 -4 -7 9 -9 -6
right_child=1 -3 3 -5 7 6 -8 8 -10 -11
leaf_value=-0.00067090108189651377 -0.00067580180829240855 -0.00043021479915318151 0.00068979448306907994 0.00088614978860383244 0.00010183775055542565 0.00029476953266249404 -0.00063780225004505956 0.00073571137879382856 -0.00017351674313193874 -0.00054788061171388218
leaf_weight=0.0010149252441530544 0.0011004398032986827 0.0010324130278771557 0.001029932204537671 0.0011838344196446818 0.0012058429695141356 0.0012854150614778357 0.001011128676236686 0.0014310743517496026 0.0016431875418204634 0.0011411248152085195
leaf_count=515 170 370 278 83 438 325 175 270 241 256
internal_value=0 4.7329e-05 9.20193e-05 0.00033113 -7.33465e-05 0.000133608 -0.000115826 4.89441e-05 0.000249731 -0.000214063
internal_weight=0 0.0120644 0.011032 0.00451031 0.00652167 0.00332648 0.00229654 0.00542123 0.00307426 0.00234697
internal_count=3121 2606 2236 861 1375 778 500 1205 511 694
is_linear=0
shrinkage=0.00196078


Tree=4481
num_leaves=10
num_cat=0
split_feature=48 48 51 1 42 4 0 133 4
split_gain=7.49586e-05 8.40058e-05 0.000122741 7.30988e-05 5.78665e-05 0.000111616 7.7913e-05 0.000108935 5.2472e-05
threshold=0.12474000000000002 0.092475000000000016 0.087505000000000013 0.111945 0.086325000000000013 0.08184000000000001 -0.11991499999999998 0.083950000000000011 -0.077834999999999988
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 -1 8 -8
right_child=-2 -3 -4 -5 -6 -7 7 -9 -10
leaf_value=0.00064939282954417027 -0.00052220196430342175 0.00048852317112346331 -0.00066636661783432715 0.00038537927388996858 -0.00034867186384669177 -0.00052995181600292839 -0.00049627977325385013 0.0005489691451373937 0.00011121628561721612
leaf_weight=0.0010837874051623248 0.0010033920117644294 0.0013904376829464047 0.0010318045649186829 0.0019352000958651966 0.0017969045540986647 0.0010092929521076568 0.0011555092186925045 0.0010924881836274192 0.0010374046161164023
leaf_count=127 102 263 307 327 779 137 456 342 281
internal_value=0 3.65519e-05 -2.54096e-05 4.71809e-05 -4.40311e-05 5.77467e-05 0.000193506 4.31188e-05 -0.000208891
internal_weight=0 0.0115328 0.0101424 0.00911059 0.00717539 0.00537848 0.00436919 0.0032854 0.00219291
internal_count=3121 3019 2756 2449 2122 1343 1206 1079 737
is_linear=0
shrinkage=0.00196078


Tree=4482
num_leaves=11
num_cat=0
split_feature=484 133 52 16 4 4 0 15 1 47
split_gain=9.87103e-05 7.03471e-05 8.06645e-05 0.00010494 6.19259e-05 7.64014e-05 7.56607e-05 7.87843e-05 0.000114073 3.61834e-05
threshold=-1.0000000180025095e-35 0.10622000000000002 0.10024500000000001 -0.008904999999999998 0.24564500000000003 0.098655000000000007 -0.053834999999999994 -0.0063699999999999989 0.094385000000000011 0.09585500000000001
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 -4 5 6 7 8 -2 -6
right_child=1 -3 3 -5 9 -7 -8 -9 -10 -11
leaf_value=-0.00059333505490898422 -0.00041987929585998989 -0.00045017858675014893 1.3295635376701213e-06 0.00088074001626713995 0.00057148108554501181 -0.00054121209014344079 -0.00037519883625053104 0.00047603839479034129 0.00043452514245409903 4.590298149530488e-05
leaf_weight=0.0010210363287985131 0.0014881407159567993 0.0010208081032593444 0.001058725056757321 0.0010285037528083513 0.0010031889321488305 0.0011635074083856944 0.0014472671419089693 0.0016623303627923184 0.0010075319300342153 0.0010112820654583712
leaf_count=515 425 370 348 75 252 70 261 601 146 58
internal_value=0 4.19639e-05 8.81793e-05 0.000434668 5.84052e-06 -8.39776e-05 1.09323e-05 0.000145332 -7.49463e-05 0.000307636
internal_weight=0 0.0118913 0.0108705 0.00208723 0.00878325 0.00676878 0.00560527 0.004158 0.00249567 0.00201447
internal_count=3121 2606 2236 423 1813 1503 1433 1172 571 310
is_linear=0
shrinkage=0.00196078


Tree=4483
num_leaves=10
num_cat=0
split_feature=484 1 42 16 16 151 0 2 12
split_gain=0.000100195 5.9822e-05 6.85111e-05 9.3144e-05 0.000123744 0.000106882 0.000112685 8.04291e-05 3.73685e-05
threshold=-1.0000000180025095e-35 0.13146500000000003 0.092620000000000022 -0.014034999999999997 0.25792000000000009 -0.0083949999999999979 -0.083914999999999976 0.092235000000000025 0.088245000000000004
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 5 8 -2 7 -7 -5
right_child=1 -3 -4 4 -6 6 -8 -9 -10
leaf_value=-0.00060257866337458138 -0.00062103440166699948 0.00045730648408747393 -0.00038720970746702437 0.00033764439231560341 -0.00026530876034634482 -3.2290431182506655e-05 -0.00050308196619964921 0.00058658213016615833 0.0008252044175110565
leaf_weight=0.0010005369961444818 0.001173572438987692 0.0012068681707854403 0.0015300252550124816 0.0013772118082294215 0.0010047670933126737 0.0019513590254463171 0.0010881374388896242 0.0013771589977721798 0.0010770222753171844
leaf_count=515 147 222 455 340 254 431 460 170 127
internal_value=0 4.37142e-05 -3.46785e-06 6.14144e-05 0.00031431 -9.50667e-05 4.46909e-05 0.000223765 0.000551606
internal_weight=0 0.0117861 0.0105793 0.00904923 0.003459 0.00559023 0.00441666 0.00332852 0.00245423
internal_count=3121 2606 2384 1929 721 1208 1061 601 467
is_linear=0
shrinkage=0.00196078


Tree=4484
num_leaves=9
num_cat=0
split_feature=48 16 15 15 16 4 4 4
split_gain=2.3722e-05 6.10392e-05 5.10428e-05 6.90015e-05 9.64166e-05 4.38415e-05 9.35893e-05 6.42765e-05
threshold=0.11926500000000002 -0.48836499999999994 -0.14147499999999996 -0.095244999999999982 -0.092484999999999984 0.0061450000000000003 -0.076229999999999978 -0.49013999999999996
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 -5 6 7 -6
right_child=-2 2 3 4 5 -7 -8 -9
leaf_value=0.021945037818292268 -0.014766300349880662 -0.022533803222898167 0.020397508763807803 -0.031545324388487936 -0.013620121196077578 0.019002939748123407 -0.027810008830894059 0.017869121762882446
leaf_weight=0.0012601544947860649 0.0010015045616699808 0.0010275899317692605 0.0015041716169193094 0.0010217755376816925 0.0010076087573367468 0.0011806305953405054 0.0010941274982855242 0.0018174565115932901
leaf_count=242 117 298 170 273 167 195 903 756
internal_value=0 0.00138277 -0.00161163 0.00120768 -0.00350756 0.00210995 -0.00297895 0.00663793
internal_weight=0 0.00991351 0.00865336 0.00762577 0.0061216 0.00509982 0.00391919 0.00282507
internal_count=3121 3004 2762 2464 2294 2021 1826 923
is_linear=0
shrinkage=0.1


Tree=4485
num_leaves=10
num_cat=0
split_feature=484 4 43 16 13 16 16 0 51
split_gain=0.000107283 7.88239e-05 4.76228e-05 0.000116134 0.000188186 8.33296e-05 0.000144317 0.00011847 0.000255417
threshold=-1.0000000180025095e-35 0.27044500000000005 -0.074359999999999996 0.23311500000000004 -0.0034749999999999994 0.22339500000000004 -0.0094449999999999968 -0.10224499999999999 0.081440000000000026
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 6 7 8 -4
right_child=1 -3 5 -5 -6 -7 -8 -9 -10
leaf_value=-0.00062306279202495134 0.00037655670467097918 0.00043944026208253621 -0.0010981319338558696 0.00071531258005493568 -0.0006736526109209904 -0.00057793844103742821 0.00064368893217288674 0.00018123007619771765 0.00022938259638986388
leaf_weight=0.001003750460379039 0.0015864949734097993 0.0016697411194090501 0.0012010160722317224 0.0010324672317809421 0.0011184398426439105 0.0012452673927642651 0.001030754246068381 0.0019229050840912114 0.0010395242317491338
leaf_count=515 459 346 112 151 234 214 192 829 69
internal_value=0 4.45793e-05 -2.02064e-05 0.000155858 -5.76852e-05 -0.000122392 -1.31785e-05 -0.000175801 -0.000482216
internal_weight=0 0.0118466 0.0101769 0.0037374 0.00270493 0.00643947 0.0051942 0.00416345 0.00224054
internal_count=3121 2606 2260 844 693 1416 1202 1010 181
is_linear=0
shrinkage=0.00196078


Tree=4486
num_leaves=9
num_cat=0
split_feature=484 1 457 4 12 42 16 16
split_gain=2.12691e-05 3.36791e-05 6.20406e-05 4.47221e-05 7.40621e-05 8.99073e-05 3.20033e-05 8.90668e-06
threshold=0.084040000000000017 0.12500000000000003 0.045365000000000009 -0.082109999999999975 0.090840000000000018 1.0000000180025095e-35 0.15891500000000003 -0.07550999999999998
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 6 5 7 -1 -5
right_child=-2 -3 -4 4 -6 -7 -8 -9
leaf_value=0.01390561033394406 0.012743299623650005 0.012852864449990169 0.017055336555585509 -0.022668684572542112 -0.031468262404052885 0.018964885566510437 -0.0090103282476320275 -0.0097057965208716766
leaf_weight=0.0013315891032556204 0.0011536618381821047 0.001380888345335579 0.0011985046900987008 0.0011186209793289474 0.0015117529785306201 0.0010745011490676483 0.0011237097686583285 0.0010073787291488975
leaf_count=508 368 232 218 187 752 562 147 147
internal_value=0 -0.00161576 -0.00400392 -0.0075253 -0.0132271 -0.00461093 0.00341774 -0.0165264
internal_weight=0 0.00974695 0.00836606 0.00716755 0.00471225 0.0032005 0.0024553 0.002126
internal_count=3121 2753 2521 2303 1648 896 655 334
is_linear=0
shrinkage=0.1


Tree=4487
num_leaves=10
num_cat=0
split_feature=484 4 156 52 52 2 133 13 4
split_gain=0.000115975 7.51843e-05 5.53423e-05 7.91816e-05 8.9707e-05 0.000144723 0.000126999 0.000124241 1.75747e-06
threshold=-1.0000000180025095e-35 0.27044500000000005 0.084085000000000007 -0.081429999999999989 0.10347000000000002 0.10097500000000002 -1.0000000180025095e-35 -0.0030199999999999997 0.010840000000000001
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 6 -5 -8 -9
right_child=1 -3 -4 4 -6 -7 7 8 -10
leaf_value=-0.00064800049909347329 0.00038668060199117439 0.00043274956115193418 -0.00044829918127179324 -0.00060868191384310375 0.00030438459687298853 -0.00081069391133550828 0.00071512887533700892 -0.00016635195109804523 -5.1360822595691416e-05
leaf_weight=0.0010073217344235058 0.0019010910944566887 0.001654194005364794 0.0010325024136649845 0.0010651558037638635 0.0018861622760794443 0.0011455267603545007 0.0010750085463270241 0.0010119131731936015 0.0010322828764282293
leaf_count=515 421 346 351 501 406 138 268 142 33
internal_value=0 4.51226e-05 -1.8053e-05 3.06717e-05 -6.312e-05 -0.000193174 -2.41193e-05 0.000175499 -0.000108283
internal_weight=0 0.0118038 0.0101496 0.00911714 0.00721605 0.00532989 0.00418436 0.0031192 0.0020442
internal_count=3121 2606 2260 1909 1488 1082 944 443 175
is_linear=0
shrinkage=0.00196078


Tree=4488
num_leaves=10
num_cat=0
split_feature=484 133 133 15 3 151 0 42 47
split_gain=0.000157846 0.000103907 8.93111e-05 0.000117684 0.000116007 9.89603e-05 0.000131375 7.6326e-05 6.985e-05
threshold=-1.0000000180025095e-35 0.10622000000000002 0.083950000000000011 0.024640000000000006 -0.10519499999999998 -0.044604999999999992 -0.13027499999999997 0.080840000000000009 0.09550500000000002
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 -6 -7 -5 -8
right_child=1 -3 -4 7 5 6 8 -9 -10
leaf_value=-0.00074093575503645802 0.00057407253405970555 -0.00054177377698202479 0.00056902975697166631 -0.00075289324238922255 -0.00049792762728907388 0.00053266911355416926 -0.00044563594008812247 7.3006506568722364e-06 0.00017503566660456455
leaf_weight=0.0010424271425208903 0.0018930831141051839 0.0010314260343524681 0.0014151614631242376 0.0010300342221279868 0.0011570299186200719 0.0019465265247385647 0.0013756088072967429 0.0010015213662255614 0.001413347608311152
leaf_count=515 224 370 415 432 190 143 412 310 110
internal_value=0 5.3829e-05 0.000108521 4.21381e-05 0.000151802 1.61396e-05 0.000141743 -0.000378131 -0.000131101
internal_weight=0 0.0122637 0.0112323 0.00981715 0.0077856 0.00589251 0.00473548 0.00203156 0.00278896
internal_count=3121 2606 2236 1821 1079 855 665 742 522
is_linear=0
shrinkage=0.00196078


Tree=4489
num_leaves=12
num_cat=0
split_feature=484 133 133 15 13 3 3 15 16 0 4
split_gain=0.000177059 0.000127422 9.62022e-05 0.000154747 0.00010504 0.000105021 0.000115413 9.35627e-05 0.000100499 0.000139328 2.75594e-05
threshold=-0.0068949999999999992 0.10622000000000002 0.083950000000000011 0.024640000000000006 -0.012549999999999997 -0.10519499999999998 -1.0000000180025095e-35 -0.016799999999999995 -0.056919999999999991 -0.23001499999999997 -0.029144999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 5 -5 10 -7 8 9 -8 -2
right_child=1 -3 -4 4 -6 6 7 -9 -10 -11 -12
leaf_value=-0.00079529680659388643 0.0003305503525672409 -0.00058981285026830064 0.00057618437653702247 -1.8961210592759404e-05 -0.00088472122340812055 -0.00042178055694536777 -0.00013814538013045738 0.0007093262786134133 -0.00044660304460015387 0.00077978395129119494 0.00078967955865169288
leaf_weight=0.0010116071777895299 0.0010086692752941939 0.0010771195443374905 0.0015143042488272663 0.0011657247598106824 0.0010018192450599939 0.0015407184324147515 0.0014667541866002498 0.001059761154849511 0.0011051104355488395 0.0011220874393515455 0.0010019228063252086
leaf_count=503 118 371 418 399 344 500 74 80 86 119 109
internal_value=0 5.61915e-05 0.00011424 4.74445e-05 -0.000419108 0.000169211 4.45928e-05 0.000195748 4.84074e-05 0.000259715 0.000559345
internal_weight=0 0.013064 0.0119869 0.0104726 0.00216754 0.00830502 0.00629443 0.00475371 0.00369395 0.00258884 0.00201059
internal_count=3121 2618 2247 1829 743 1086 859 359 279 193 227
is_linear=0
shrinkage=0.00196078


Tree=4490
num_leaves=9
num_cat=0
split_feature=4 1 16 1 48 15 3 12
split_gain=2.3701e-05 8.81368e-05 3.70909e-05 7.35653e-05 3.72003e-05 7.50748e-05 9.49179e-05 4.81307e-05
threshold=0.24564500000000003 0.111945 -0.092484999999999984 0.086560000000000012 0.084855000000000014 -0.016799999999999995 0.10299500000000002 0.088365000000000013
decision_type=2 2 2 2 2 2 2 2
left_child=2 -2 3 -1 5 -4 7 -7
right_child=1 -3 4 -5 -6 6 -8 -9
leaf_value=0.0023989768209606403 -0.01083585694562875 0.028639869746486048 -0.02445841439735515 -0.033726902952824649 0.014888395814352334 0.0070477376322077307 0.030247752747161183 -0.019922113537419132
leaf_weight=0.00128925278587428 0.001124608171448088 0.0011378031707964345 0.0012112237649911269 0.0010016034408909472 0.0015553811055196319 0.0014005816159867114 0.0010159220066258134 0.0012543038472114698
leaf_count=318 150 276 469 112 404 642 58 692
internal_value=0 0.00901712 -0.00246826 -0.0133959 0.00142051 -0.00287026 0.00425299 -0.0056942
internal_weight=0 0.00226241 0.00872827 0.00229086 0.00643741 0.00488203 0.00367081 0.00265489
internal_count=3121 426 2695 430 2265 1861 1392 1334
is_linear=0
shrinkage=0.1


Tree=4491
num_leaves=11
num_cat=0
split_feature=48 4 3 13 150 49 42 52 4 0
split_gain=6.31552e-05 0.000115765 5.99701e-05 7.43657e-05 8.5217e-05 7.09826e-05 8.75329e-05 7.05412e-05 6.28891e-05 3.86757e-05
threshold=0.12474000000000002 0.27834500000000006 0.10542000000000001 -0.086919999999999983 0.086615000000000011 -0.0090649999999999984 -0.088669999999999985 -0.0064899999999999992 -0.081984999999999988 -0.043914999999999989
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 -5 -7 -8 -9 -4
right_child=-2 -3 9 4 -6 6 7 8 -10 -11
leaf_value=-0.00051243499725161579 -0.0004807679160191775 0.00054550803741675383 0.00053165894028906163 0.00053113375498705945 -0.00053859073288036255 0.00044564901619146061 -0.00059935758808702224 0.0003762473408094891 -0.00026014554511991057 -7.1727491308583409e-06
leaf_weight=0.0014959815283522512 0.0010063526005529436 0.0014713578757436117 0.0010081445335592409 0.0010314935996897489 0.0010651504166517478 0.0011036879076520255 0.0010994867433950766 0.0010028479140250202 0.0014752677443789191 0.0010409517550797878
leaf_count=459 102 320 87 155 184 320 516 253 683 42
internal_value=0 3.096e-05 -4.23794e-05 -0.000116753 -2.94209e-05 6.5514e-05 -3.70825e-05 -0.000186005 -2.60903e-06 0.00025793
internal_weight=0 0.0117944 0.010323 0.00827392 0.00677793 0.00571278 0.00468129 0.0035776 0.00247812 0.0020491
internal_count=3121 3019 2699 2570 2111 1927 1772 1452 936 129
is_linear=0
shrinkage=0.00196078


Tree=4492
num_leaves=9
num_cat=0
split_feature=48 4 42 47 16 16 2 3
split_gain=2.44198e-05 5.98459e-05 4.66046e-05 6.2563e-05 6.04636e-05 9.18192e-05 6.25173e-05 6.31248e-05
threshold=0.11926500000000002 0.27834500000000006 0.092145000000000019 0.09550500000000002 -0.014034999999999997 0.22339500000000004 0.092365000000000017 -0.059315
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 4 6 -6 7 -1
right_child=-2 -3 -4 -5 5 -7 -8 -9
leaf_value=-0.016552961850419042 -0.014906825046356787 0.022341036651705545 -0.018876714109425607 0.024378538585480766 0.022681801835840079 -0.014478112245979361 -0.029517743542934127 0.0160125111136903
leaf_weight=0.0012823976065724951 0.0010113562065601185 0.0012004754709872617 0.0013080574315333998 0.0010369672959011636 0.0017797106554605219 0.001061570017118771 0.0011856762530878281 0.0011108263108260854
leaf_count=801 117 313 514 169 546 267 304 90
internal_value=0 0.00140146 -0.00146641 0.00158753 -0.00209361 0.00879797 -0.0107404 -0.00143754
internal_weight=0 0.00996568 0.00876521 0.00745715 0.00642018 0.00284128 0.0035789 0.00239322
internal_count=3121 3004 2691 2177 2008 813 1195 891
is_linear=0
shrinkage=0.1


Tree=4493
num_leaves=8
num_cat=0
split_feature=47 4 4 2 48 2 4
split_gain=2.00561e-05 7.10798e-05 7.15844e-05 6.59682e-05 5.04084e-05 6.27393e-05 4.2606e-05
threshold=0.12431000000000002 0.24564500000000003 0.055260000000000011 0.10981000000000002 0.083985000000000018 0.079055000000000014 -0.10429499999999998
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 4 5 -1 -7
right_child=-2 -3 -4 -5 -6 6 -8
leaf_value=0.0074851296915465649 -0.013500095147439981 0.018297028285834453 -0.024766432858581131 0.021536510955481279 0.012251075386698403 -0.030463197219576937 -0.0044449516771350147
leaf_weight=0.0013998924282183313 0.0010122032253549315 0.0019671347262993277 0.001263156011796468 0.0012869174234123636 0.0014553682963580148 0.0014121525198974817 0.0011354333091384639
leaf_count=485 91 402 246 270 356 200 1071
internal_value=0 0.00127692 -0.00293296 0.00118962 -0.00365685 -0.00952184 -0.0188671
internal_weight=0 0.00992005 0.00795292 0.00668976 0.00540285 0.00394748 0.00254759
internal_count=3121 3030 2628 2382 2112 1756 1271
is_linear=0
shrinkage=0.1


Tree=4494
num_leaves=9
num_cat=0
split_feature=48 16 15 2 47 151 13 52
split_gain=2.1741e-05 5.42786e-05 5.11075e-05 5.82407e-05 7.63384e-05 4.97407e-05 0.000101584 5.6347e-05
threshold=0.11926500000000002 -0.48836499999999994 -0.14147499999999996 0.11093500000000002 0.09550500000000002 -0.0067699999999999991 -0.0034749999999999994 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 -4 7 -7
right_child=-2 2 3 -5 -6 6 -8 -9
leaf_value=0.020750074360474102 -0.014071136539043794 -0.022464871453238049 0.0097206672005231993 0.023122272090276619 0.021336928116467715 0.017310534673979191 -0.029853663307437547 -0.014505636151899077
leaf_weight=0.0012577747149786394 0.0010084104707174428 0.0010235082736405228 0.0013226864997940083 0.0010566754186965574 0.0011402265711048902 0.0011425084887801825 0.0018584329976248553 0.0010855133665934108
leaf_count=242 117 298 335 286 147 596 489 611
internal_value=0 0.00134266 -0.00148601 0.00133702 -0.00217782 -0.00713464 -0.0125903 0.00180939
internal_weight=0 0.00988733 0.00862955 0.00760604 0.00654937 0.00540914 0.00408645 0.00222802
internal_count=3121 3004 2762 2464 2178 2031 1696 1207
is_linear=0
shrinkage=0.1


Tree=4495
num_leaves=11
num_cat=0
split_feature=41 13 52 16 52 4 1 16 2 0
split_gain=9.36976e-05 4.41169e-05 0.000144706 0.000101535 6.19705e-05 7.70351e-05 5.15349e-05 5.0191e-05 3.39195e-05 3.05702e-05
threshold=1.0000000180025095e-35 -0.010384999999999998 -0.013374999999999998 -0.083539999999999989 -0.0064899999999999992 0.0061450000000000003 0.08844500000000001 -0.079109999999999986 0.087015000000000023 -0.11756999999999999
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 6 5 -3 -4 9 -9 -6
right_child=-2 4 3 -5 7 -7 -8 8 -10 -11
leaf_value=0.00074496887632823289 -0.00058524155538837897 -0.00057845285879186685 -5.7916423719075918e-05 -0.00046156654508438887 -0.0003617474314127851 5.5802045654960476e-05 0.00055700458137177488 0.00055602697848989116 6.5026123887759003e-05 0.00011752573008249984
leaf_weight=0.0012951697772654379 0.0010009184802081275 0.0015391762958524321 0.0010835673485069476 0.0012783505209791597 0.0010343168422646985 0.0014113320017101268 0.0010146526031823346 0.0010521011292644925 0.0011133727489655567 0.0010126008458316194
leaf_count=595 173 387 369 603 94 102 210 83 154 351
internal_value=0 3.95349e-05 0.000187773 -2.59536e-05 -5.7148e-05 -0.000275066 0.000239446 9.54897e-05 0.00030358 -0.000124653
internal_weight=0 0.0118346 0.00467174 0.00337657 0.0071629 0.00295051 0.00209822 0.00421239 0.00216547 0.00204692
internal_count=3121 2948 1777 1182 1171 489 579 682 237 445
is_linear=0
shrinkage=0.00196078


Tree=4496
num_leaves=8
num_cat=0
split_feature=3 159 15 2 12 3 0
split_gain=1.95316e-05 3.79977e-05 5.88438e-05 7.78719e-05 5.08556e-05 6.86106e-05 0.000101929
threshold=0.13524500000000003 0.082585000000000006 -0.11713499999999999 0.10584500000000001 0.089735000000000023 -0.059315 -0.10224499999999999
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 4 5 -4 -7
right_child=-2 -3 3 -5 -6 6 -8
leaf_value=-0.020595926575575917 0.010296612689501779 -0.020201667367659763 -0.018035508020080991 -0.016472475595544902 0.021989842736893989 -0.0090127699935500759 0.031161601676290021
leaf_weight=0.0011502168634351427 0.0015540376259280874 0.0010028235975995852 0.0011545667056682158 0.0015029394029263546 0.0019938931514765839 0.0012436188513923821 0.0012831617821991636
leaf_count=278 192 430 892 365 714 112 138
internal_value=0 -0.00181182 0.000402504 0.00376725 0.00912721 0.00216055 0.0113888
internal_weight=0 0.00933122 0.0083284 0.00717818 0.00567524 0.00368135 0.00252678
internal_count=3121 2929 2499 2221 1856 1142 250
is_linear=0
shrinkage=0.1


Tree=4497
num_leaves=8
num_cat=0
split_feature=47 4 4 2 48 52 16
split_gain=2.14674e-05 6.43467e-05 6.7326e-05 5.06725e-05 4.06481e-05 4.49487e-05 6.21996e-05
threshold=0.12431000000000002 0.24564500000000003 0.055260000000000011 0.10981000000000002 0.083985000000000018 0.090245000000000006 -0.056919999999999991
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 -1
right_child=-2 -3 -4 -5 -6 -7 -8
leaf_value=0.013833960942454676 -0.013989085134371691 0.017605157570285527 -0.02393187861646005 0.019229896250285972 0.011418579819244499 -0.023524063980677492 -0.016993737991426679
leaf_weight=0.0013868803575715323 0.0010058395768750361 0.0019518563686511088 0.0012531598402017305 0.0012783732895592908 0.0014428781016163315 0.0012874109212301309 0.0012393775948120714
leaf_count=643 91 402 246 270 356 456 657
internal_value=0 0.0013486 -0.00267399 0.00134106 -0.00292822 -0.00821754 -0.000714176
internal_weight=0 0.00983994 0.00788808 0.00663492 0.00535655 0.00391367 0.00262626
internal_count=3121 3030 2628 2382 2112 1756 1300
is_linear=0
shrinkage=0.1


Tree=4498
num_leaves=9
num_cat=0
split_feature=484 133 133 15 3 151 0 1
split_gain=0.000107033 7.44788e-05 0.000102871 9.70508e-05 0.000129059 9.21399e-05 0.000167778 5.48164e-05
threshold=-1.0000000180025095e-35 0.10622000000000002 0.083950000000000011 0.024640000000000006 -0.10519499999999998 -0.044604999999999992 -0.13027499999999997 0.095285000000000022
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 -6 -7 -8
right_child=1 -3 -4 -5 5 6 7 -9
leaf_value=-0.00062630569567441777 0.00057616770615481663 -0.00046684021976116385 0.0005921365194872573 -0.00036866699243643183 -0.00052032290678919835 0.00054425926839548342 -0.00055617296064265501 1.6950753359223612e-05
leaf_weight=0.0010026099448359098 0.0017986024447040061 0.0010158893552397004 0.0013627547344241949 0.0019920990382202349 0.0011567411819833088 0.0018988412592918853 0.0010923203383944591 0.0015549959005804908
leaf_count=515 224 370 415 742 190 143 307 215
internal_value=0 4.08496e-05 8.8357e-05 1.60422e-05 0.000118206 -2.62284e-05 9.94909e-05 -0.000219528
internal_weight=0 0.0118722 0.0108564 0.0094936 0.0075015 0.0057029 0.00454616 0.00264732
internal_count=3121 2606 2236 1821 1079 855 665 522
is_linear=0
shrinkage=0.00196078


Tree=4499
num_leaves=10
num_cat=0
split_feature=484 42 15 151 12 4 4 4 52
split_gain=0.000125703 7.32096e-05 7.94827e-05 0.000131966 0.000129114 9.16505e-05 7.07341e-05 9.8934e-05 5.44389e-05
threshold=-1.0000000180025095e-35 0.10194000000000002 0.024640000000000006 -0.044604999999999992 0.088305000000000008 0.2623950000000001 -0.0029599999999999995 -0.35136499999999998 -0.068719999999999989
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 -4 6 7 -5 -8
right_child=1 -3 4 5 -6 -7 8 -9 -10
leaf_value=-0.00066813845328463756 -0.00030276744983668516 -0.00045625776707468064 -0.00074378688414738017 0.00011889053975806083 0.00014371684481954587 0.00082818056702904153 0.00030790265002165118 0.00087604983902436295 -0.00025021225915207039
leaf_weight=0.0010147684979361022 0.0016527614663621086 0.0010026351931025244 0.0010228729090936235 0.0015845553925064927 0.0016417546127413269 0.0011190271384749709 0.0011791471735760348 0.0011414186988004311 0.0015620396782238437
leaf_count=515 342 319 442 160 438 228 116 318 243
internal_value=0 5.07795e-05 9.7404e-05 0.00019261 -0.00019697 0.000316922 0.000212276 0.000435928 -1.01339e-05
internal_weight=0 0.0119062 0.0109036 0.00823895 0.00266463 0.00658619 0.00546716 0.00272597 0.00274119
internal_count=3121 2606 2287 1407 880 1065 837 478 359
is_linear=0
shrinkage=0.00196078


Tree=4500
num_leaves=8
num_cat=0
split_feature=42 43 16 16 3 151 2
split_gain=2.06965e-05 3.44152e-05 9.52899e-05 6.95807e-05 5.90057e-05 4.9185e-05 8.94179e-05
threshold=-1.0000000180025095e-35 -0.074359999999999996 0.22339500000000004 -0.008904999999999998 -0.081574999999999995 -0.0083949999999999979 0.10005000000000001
decision_type=2 2 2 2 2 2 2
left_child=-1 4 3 5 -2 -3 -7
right_child=1 2 -4 -5 -6 6 -8
leaf_value=-0.00965549942324786 -0.00089785123502520478 -0.021314700657707103 -0.030026823292017807 0.023492061673387295 0.030675928879928246 -0.011103850954996053 0.022899827532928612
leaf_weight=0.0018693708297251302 0.0014460868104471665 0.0010827053692819321 0.0010157542931429784 0.0013039477855222832 0.0010020211519465162 0.0018156721857428165 0.0013471174815912197
leaf_count=862 447 132 208 255 456 554 207
internal_value=0 0.00190633 -0.00186699 0.0032873 0.0120254 -0.00291833 0.00337923
internal_weight=0 0.00901331 0.0065652 0.00554944 0.00244811 0.0042455 0.00316279
internal_count=3121 2259 1356 1148 903 893 761
is_linear=0
shrinkage=0.1


Tree=4501
num_leaves=8
num_cat=0
split_feature=48 51 0 0 0 3 12
split_gain=2.10007e-05 5.24549e-05 6.66824e-05 4.1354e-05 6.07175e-05 3.42441e-05 7.58221e-05
threshold=0.11926500000000002 0.087505000000000013 -0.17169499999999996 -0.084269999999999984 -0.10607499999999999 0.083060000000000009 0.090020000000000017
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 4 -4 6 -5
right_child=-2 -3 3 5 -6 -7 -8
leaf_value=0.025598718673406452 -0.0138077583099052 -0.018701755624957891 0.0044815354250609153 0.027168937281489738 -0.023619293242658476 -0.0085383597635589475 -0.0033470880882331498
leaf_weight=0.0012273646441053263 0.0010093387028035942 0.0011529369890959382 0.0016787618766124187 0.0016246869096733898 0.0014187114629374885 0.001099005731652611 0.0016321970787950679
leaf_count=132 117 380 289 564 787 104 748
internal_value=0 0.00133884 0.00400054 0.000443917 -0.00838927 0.00672519 0.0118757
internal_weight=0 0.00983366 0.00868073 0.00745336 0.00309747 0.00435589 0.00325688
internal_count=3121 3004 2624 2492 1076 1416 1312
is_linear=0
shrinkage=0.1


Tree=4502
num_leaves=10
num_cat=0
split_feature=484 133 133 15 3 16 1 1 51
split_gain=0.000139819 6.16787e-05 9.4398e-05 0.000107133 0.000114477 8.01992e-05 6.52402e-05 0.000132655 7.3487e-05
threshold=-1.0000000180025095e-35 0.10622000000000002 0.083950000000000011 0.024640000000000006 -0.10519499999999998 -0.25582999999999995 0.094825000000000007 0.086560000000000012 -0.076794999999999988
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 -6 7 -7 -8
right_child=1 -3 -4 -5 5 6 8 -9 -10
leaf_value=-0.00071046846996596308 0.00056086063271397729 -0.00041272578048779529 0.00057806464305809136 -0.00038389761231758998 -0.00043215804090767387 0.00036207640750863016 -2.1164297738339659e-05 -0.00063708257135897876 0.0006932854253870462
leaf_weight=0.0010102908881832991 0.0018056252725951218 0.0010125067741481907 0.0013510071302300563 0.0019603457608419845 0.0013071324462785036 0.0010377648503104367 0.0010494516244563545 0.0010062228586713486 0.0011712782790967279
leaf_count=515 224 370 415 742 184 272 73 123 203
internal_value=0 4.98104e-05 9.36245e-05 2.35351e-05 0.000131798 -7.24453e-06 0.000122991 -0.000129794 0.000355658
internal_weight=0 0.0117013 0.0106888 0.00933782 0.00737748 0.00557185 0.00426472 0.00204399 0.00222073
internal_count=3121 2606 2236 1821 1079 855 671 395 276
is_linear=0
shrinkage=0.00196078


Tree=4503
num_leaves=8
num_cat=0
split_feature=3 3 39 133 13 16 4
split_gain=2.08451e-05 3.60963e-05 5.03812e-05 4.78303e-05 5.73226e-05 8.01619e-05 3.57669e-05
threshold=0.149315 0.10893000000000001 0.0046100000000000004 1.0000000180025095e-35 -0.063184999999999977 0.0065250000000000004 0.0061450000000000003
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 4 -1 6 -6
right_child=-2 -3 -4 -5 5 -7 -8
leaf_value=-0.013565585857536505 0.012362997216472106 -0.016886639778501925 0.020961256046812593 -0.01834672695287955 -0.012236661173923791 0.03183176916430374 0.0097177990499462789
leaf_weight=0.0016907667233735579 0.0011990736093974415 0.0013340691825163295 0.0010817278777889312 0.0014600857766177526 0.0013350753732046536 0.001070641159495166 0.0016705982171673489
leaf_count=639 168 96 333 972 496 240 177
internal_value=0 -0.00161771 0.000833855 -0.00217872 0.00191463 0.00833549 -3.40447e-05
internal_weight=0 0.00964296 0.0083089 0.00722717 0.00576708 0.00407631 0.00300567
internal_count=3121 2953 2857 2524 1552 913 673
is_linear=0
shrinkage=0.1


Tree=4504
num_leaves=10
num_cat=0
split_feature=484 4 4 52 15 49 4 15 15
split_gain=0.000151311 6.28565e-05 6.75567e-05 5.13165e-05 4.48266e-05 0.000110407 8.84214e-05 0.000224871 4.69723e-05
threshold=-1.0000000180025095e-35 0.27044500000000005 0.23246000000000003 0.13389000000000004 -0.016799999999999995 -0.048674999999999989 -0.35136499999999998 0.024640000000000006 0.090455000000000021
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 -2 -6 -8 -9
right_child=1 -3 -4 -5 6 -7 7 8 -10
leaf_value=-0.00074392417454026481 0.00031805682407577181 0.00040378794501972135 -0.00048640642941544655 0.00043229081311313948 -0.00030803023814894446 -0.00048179953924401271 0.00087658894773146663 -0.00041930716739331259 0.00013838984185176817
leaf_weight=0.0010107924211047179 0.0010129336635193861 0.0016313907869758464 0.0010316880349961069 0.001139162140368139 0.0014855142378156793 0.001923213021534445 0.0014076365694279482 0.00106428740242473 0.0012777076013040681
leaf_count=515 163 346 62 294 150 510 197 545 339
internal_value=0 4.60872e-05 -1.03372e-05 4.24158e-05 -1.19368e-05 -0.000205859 9.68251e-05 0.000257219 -0.000115048
internal_weight=0 0.0119735 0.0103421 0.00931045 0.00817129 0.00293615 0.00523515 0.00374963 0.002342
internal_count=3121 2606 2260 2198 1904 673 1231 1081 884
is_linear=0
shrinkage=0.00196078


Tree=4505
num_leaves=10
num_cat=0
split_feature=484 133 133 15 3 16 1 1 51
split_gain=0.000158093 9.19876e-05 0.000122476 0.00013165 0.000111404 9.01113e-05 7.32772e-05 9.99095e-05 5.60855e-05
threshold=-1.0000000180025095e-35 0.10622000000000002 0.083950000000000011 0.024640000000000006 -0.10519499999999998 -0.25582999999999995 0.094825000000000007 0.086560000000000012 -0.076794999999999988
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 -6 7 -7 -8
right_child=1 -3 -4 -5 5 6 8 -9 -10
leaf_value=-0.0007442211807053528 0.00056534853104931023 -0.00051603086727443858 0.00065448074353219407 -0.00042155373605830504 -0.0004398255536468801 0.000312636552001081 6.1176090134568088e-05 -0.00054162086389889441 0.00068609632689244527
leaf_weight=0.001041275573863929 0.0018338284118767176 0.0010009245320608011 0.0013643731137250965 0.0019938958315262748 0.0013178561411780259 0.0010486183161330298 0.001035153843104486 0.0010568836399257311 0.0011833678370748012
leaf_count=515 224 370 415 742 184 272 73 123 203
internal_value=0 5.26981e-05 0.000105242 2.61076e-05 0.000145506 9.04138e-06 0.000145845 -0.000116169 0.000394511
internal_weight=0 0.0118349 0.010834 0.0094696 0.00747571 0.00564188 0.00432402 0.0021055 0.00221852
internal_count=3121 2606 2236 1821 1079 855 671 395 276
is_linear=0
shrinkage=0.00196078


Tree=4506
num_leaves=9
num_cat=0
split_feature=47 16 52 0 1 13 3 16
split_gain=1.97e-05 5.44361e-05 6.49772e-05 5.53045e-05 9.9499e-05 8.63217e-05 8.02221e-05 5.58346e-05
threshold=0.12431000000000002 -0.48836499999999994 0.11434500000000002 -0.084269999999999984 0.094385000000000011 -0.084034999999999985 0.076840000000000006 0.13751500000000003
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 3 4 6 -5 -3 -7
right_child=-2 2 -4 5 -6 7 -8 -9
leaf_value=0.019195060656922797 -0.013407448349830396 -0.041761416043661702 -0.024703109914753496 0.034286980625303186 0.01126989489035707 0.012471000399454179 -0.0020134558700209684 -0.017242933136892943
leaf_weight=0.0014467576509555489 0.0010070676416379402 0.0010166594988693439 0.0010801018245600808 0.0010605876426138107 0.0016285025852848653 0.0015680750024115047 0.001014409664843785 0.0010597868978461605
leaf_count=252 91 786 400 190 215 749 65 373
internal_value=0 0.00127476 -0.0018014 0.00156497 -0.0071447 0.0102065 -0.0219095 0.000487708
internal_weight=0 0.00987488 0.00842812 0.00734802 0.00365957 0.00368845 0.00203107 0.00262786
internal_count=3121 3030 2778 2378 1066 1312 851 1122
is_linear=0
shrinkage=0.1


Tree=4507
num_leaves=8
num_cat=0
split_feature=42 43 16 48 16 16 3
split_gain=1.90328e-05 3.21663e-05 8.79903e-05 6.47594e-05 6.01837e-05 7.26503e-05 4.86983e-05
threshold=-1.0000000180025095e-35 -0.074359999999999996 0.22339500000000004 0.086035000000000014 -0.008904999999999998 -0.091114999999999988 -0.082154999999999992
decision_type=2 2 2 2 2 2 2
left_child=-1 6 3 4 5 -3 -2
right_child=1 2 -4 -5 -6 -7 -8
leaf_value=-0.0092655655158988878 -0.00048312814964991197 0.016838085780884096 -0.028993812559376282 -0.012409870440052258 0.030930296011693642 -0.016481745834074472 0.028205994637021749
leaf_weight=0.0018662168871505019 0.0013958168773274095 0.0015424423054630002 0.0010074131996352367 0.0018055972999704581 0.0010518269131822157 0.0011365766509551611 0.0010270030298033747
leaf_count=862 403 307 208 217 211 413 500
internal_value=0 0.00183453 -0.00180989 0.00313651 0.0106604 0.00270211 0.0116778
internal_weight=0 0.00896668 0.00654386 0.00553644 0.00373085 0.00267902 0.00242282
internal_count=3121 2259 1356 1148 931 720 903
is_linear=0
shrinkage=0.1


Tree=4508
num_leaves=10
num_cat=0
split_feature=48 48 51 0 0 16 43 0 16
split_gain=5.90747e-05 7.78127e-05 8.76805e-05 7.98562e-05 5.32491e-05 0.000114544 0.000150994 6.89799e-05 5.6918e-05
threshold=0.12474000000000002 0.092475000000000016 0.087505000000000013 -0.17169499999999996 -0.077999999999999986 -0.056919999999999991 -0.0037449999999999996 -0.052984999999999997 0.15891500000000003
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 6 -5 -6 -9
right_child=-2 -3 -4 4 7 -7 -8 8 -10
leaf_value=0.00054471679083608184 -0.00046148410727861114 0.00047112502531469123 -0.00057196056336041099 -0.00050901938534952181 0.00056033196570904199 -0.00072690710601154768 0.00041522342041300388 0.00032502455349394256 -0.00023563834310243983
leaf_weight=0.0010467808525210865 0.0010064341849526084 0.0013768137766891992 0.0010162624164213414 0.0011919362679940382 0.0010438582116783688 0.0011121088330465646 0.0015810272528023633 0.0011131865159958797 0.0018582536601446584
leaf_count=111 102 263 307 578 462 604 303 194 197
internal_value=0 3.41963e-05 -2.61815e-05 3.58108e-05 -3.16181e-05 -0.00019527 1.7945e-05 0.000126726 -2.5598e-05
internal_weight=0 0.0113402 0.00996341 0.00894715 0.00790037 0.00388507 0.00277296 0.0040153 0.00297144
internal_count=3121 3019 2756 2449 2338 1485 881 853 391
is_linear=0
shrinkage=0.00196078


Tree=4509
num_leaves=8
num_cat=0
split_feature=3 159 15 2 52 15 43
split_gain=1.82834e-05 3.61469e-05 6.13997e-05 7.97064e-05 4.51684e-05 8.04953e-05 4.2621e-05
threshold=0.13524500000000003 0.082105000000000025 -0.11713499999999999 0.10584500000000001 -0.0064899999999999992 -0.031204999999999997 -0.0037449999999999996
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 4 -4 -6 -7
right_child=-2 -3 3 -5 5 6 -8
leaf_value=-0.0210931390268588 0.0099839956761430728 -0.01968303471575614 -0.0036700028988144611 -0.016653158567561915 0.037571152508170058 -0.0062000373500617966 0.01911078669603701
leaf_weight=0.0011432068061638673 0.0015488974957561684 0.0010027881116454725 0.0018146563976139084 0.0014952361924295511 0.0011527656301890468 0.0013865944844875381 0.0012789178442196112
leaf_count=278 192 434 565 365 271 652 364
internal_value=0 -0.00175294 0.000420837 0.00387122 0.00931932 0.0154926 0.00594414
internal_weight=0 0.00927417 0.00827138 0.00712817 0.00563293 0.00381828 0.00266551
internal_count=3121 2929 2495 2217 1852 1287 1016
is_linear=0
shrinkage=0.1


Tree=4510
num_leaves=10
num_cat=0
split_feature=484 4 0 16 16 51 15 47 13
split_gain=0.000144046 4.9157e-05 4.82178e-05 9.69476e-05 8.0121e-05 8.06434e-05 0.000152541 0.000135979 5.01569e-05
threshold=-1.0000000180025095e-35 0.27044500000000005 0.15398500000000004 0.26676500000000009 -0.014034999999999997 0.081440000000000026 0.088235000000000022 0.092165000000000011 -0.004174999999999999
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 6 7 -2 -6
right_child=1 -3 -4 -5 8 -7 -8 -9 -10
leaf_value=-0.00071663390217057419 -0.00098569140392734114 0.00037162050603916031 0.00038547190704804049 -0.00057614678145822152 0.00065006583879560276 0.0003015987477611601 0.0002084083789269532 -2.3786971620965866e-05 6.0736853494121084e-05
leaf_weight=0.0010073272462370027 0.0012955072612827962 0.0016337841331359815 0.0011330219014822973 0.0011461981479981209 0.0010871297055793285 0.0014614816212198739 0.0017013679243321487 0.0010020702252462495 0.0011348218120352995
leaf_count=515 564 346 47 295 373 287 446 79 169
internal_value=0 5.63761e-05 4.67344e-06 -4.41966e-05 3.51695e-05 -9.25653e-05 -0.000236619 -0.000566164 0.000349077
internal_weight=0 0.0115954 0.0099616 0.00882858 0.00768238 0.00546043 0.00399895 0.00229758 0.00222195
internal_count=3121 2606 2260 2213 1918 1376 1089 643 542
is_linear=0
shrinkage=0.00196078


Tree=4511
num_leaves=10
num_cat=0
split_feature=484 133 52 16 15 2 2 52 4
split_gain=0.000120814 6.12667e-05 0.000102029 9.66762e-05 8.36921e-05 8.16042e-05 0.000108944 8.49614e-05 8.27394e-05
threshold=-1.0000000180025095e-35 0.10622000000000002 0.10024500000000001 -0.008904999999999998 -0.15026499999999995 0.092875000000000013 0.088475000000000012 -0.057699999999999994 0.053180000000000012
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 4 -4 -2 6 8 -7 -6
right_child=1 -3 3 -5 5 7 -8 -9 -10
leaf_value=-0.00065457038618351869 0.00049115840871085217 -0.00041337320068344412 5.9494035733379793e-05 0.00090320982541183044 -0.00038493677224527706 2.8635104076632233e-05 0.00052807331794280815 -0.00069190220368143553 0.00020640236316251664
leaf_weight=0.0010157037873683899 0.0011585612221960417 0.0010041936475630011 0.0010418306010728283 0.0010467395311911341 0.0019605452816186786 0.0011607827170933135 0.001427925576750165 0.0013738017893675444 0.0016972162261181182
leaf_count=515 234 370 348 75 770 338 175 210 86
internal_value=0 5.00113e-05 9.283e-05 0.000482343 1.6091e-07 -7.44887e-05 6.87563e-05 -0.000361912 -0.000110553
internal_weight=0 0.0118716 0.0108674 0.00208857 0.00877883 0.00762027 0.00508569 0.00253458 0.00365776
internal_count=3121 2606 2236 423 1813 1579 1031 548 856
is_linear=0
shrinkage=0.00196078


Tree=4512
num_leaves=9
num_cat=0
split_feature=16 4 0 1 13 4 2 2
split_gain=1.82183e-05 5.18413e-05 7.65758e-05 3.887e-05 3.74445e-05 3.49235e-05 6.91244e-05 3.16618e-05
threshold=0.38525000000000004 -0.35136499999999998 -0.060129999999999996 1.0000000180025095e-35 -0.00096999999999999983 0.0061450000000000003 0.10882500000000002 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 7 -6 -7 -5
right_child=-2 2 -4 4 5 6 -8 -9
leaf_value=-0.021446101258971562 0.01045066168261675 -0.01675477616794974 0.02516223352415857 -0.0010753949799301328 -0.020566343421927025 0.018354379929931521 -0.016076768926708073 0.022985752683432427
leaf_weight=0.0011617259049417046 0.0014289949677473322 0.0015484928647956442 0.0011412846304369537 0.001059563545217076 0.0010517372786148617 0.0011829217619052645 0.0011498681299085922 0.0011302955455382987
leaf_count=142 311 1365 258 447 166 89 79 264
internal_value=0 -0.0016662 0.00111434 -0.0027388 0.00115465 -0.00543791 0.00138274 0.0113438
internal_weight=0 0.00942589 0.00826416 0.00712288 0.00557439 0.00338453 0.00233279 0.00218986
internal_count=3121 2810 2668 2410 1045 334 168 711
is_linear=0
shrinkage=0.1


Tree=4513
num_leaves=9
num_cat=0
split_feature=159 2 3 2 15 12 12 13
split_gain=1.73785e-05 3.84339e-05 4.7887e-05 6.21915e-05 0.000115972 4.58192e-05 5.78671e-05 3.94995e-05
threshold=-1.0000000180025095e-35 0.088225000000000012 -0.11255999999999998 0.10613000000000002 -0.074054999999999996 0.095330000000000012 0.081420000000000006 -0.014169999999999999
decision_type=2 2 2 2 2 2 2 2
left_child=-1 5 -3 7 -5 6 -2 -4
right_child=1 2 3 4 -6 -7 -8 -9
leaf_value=-0.012210113308126803 -0.0019861195205104747 0.023555642995203966 -0.0016175815808450477 0.014201009871731826 -0.029867887256863943 0.010989114154958384 -0.032546373907372583 0.023856738574166224
leaf_weight=0.0010623002739076669 0.0015806228572523449 0.0012491950242271071 0.0010794680374722301 0.0010952894493032527 0.0013130371777104795 0.0010261791594770131 0.0010190999333726035 0.001395619940399386
leaf_count=509 258 211 382 263 245 170 813 270
internal_value=0 0.00125844 0.00608403 0.00161473 -0.00982567 -0.00690325 -0.0139658 0.0127465
internal_weight=0 0.00975851 0.00613261 0.00488341 0.00240833 0.0036259 0.00259972 0.00247509
internal_count=3121 2612 1371 1160 508 1241 1071 652
is_linear=0
shrinkage=0.1


Tree=4514
num_leaves=10
num_cat=0
split_feature=484 4 12 47 3 42 1 12 43
split_gain=0.000133494 7.60207e-05 6.65274e-05 8.6064e-05 0.00011265 0.000105675 0.000141541 0.000108352 8.44085e-05
threshold=-1.0000000180025095e-35 0.27044500000000005 -0.040564999999999997 0.09550500000000002 0.10732000000000001 0.084635000000000016 0.091095000000000023 0.084100000000000022 -0.083134999999999987
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 6 7 -4 -7
right_child=1 -3 3 -5 -6 8 -8 -9 -10
leaf_value=-0.00068319159208693144 -0.00045982408787351262 0.00043805585977602665 0.00026150352445413166 0.0004879949274339744 0.00044024244186538025 0.00051496077921951147 -0.00093694093513410159 -0.00051974439807274115 -0.00021928955505457523
leaf_weight=0.0010239972251414224 0.0011217313973552979 0.0017035860632198972 0.0014288710763656833 0.0014305972515646333 0.001539597560699657 0.0012813349497785556 0.0011286779954140106 0.0013066936751696249 0.0011352769842256907
leaf_count=515 216 346 194 155 89 165 172 650 619
internal_value=0 5.4178e-05 -8.86863e-06 4.58117e-05 -3.50769e-05 -0.00015159 -0.00035272 -0.000111674 0.000170024
internal_weight=0 0.0120764 0.0103728 0.00925105 0.00782045 0.00628085 0.00386424 0.00273556 0.00241661
internal_count=3121 2606 2260 2044 1889 1800 1016 844 784
is_linear=0
shrinkage=0.00196078


Tree=4515
num_leaves=10
num_cat=0
split_feature=41 474 160 52 133 13 151 13 2
split_gain=0.000106112 6.77668e-05 0.000100314 0.00017213 7.36687e-05 0.000104137 0.000113394 0.000108583 9.83445e-05
threshold=0.075585000000000013 0.084660000000000027 -1.0000000180025095e-35 0.11008000000000001 -1.0000000180025095e-35 -0.084034999999999985 -0.0083949999999999979 0.18141000000000002 0.092120000000000021
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 -4 -6 -7 8 -8
right_child=-2 -3 3 -5 5 6 7 -9 -10
leaf_value=-0.00045017801327173405 -0.00063121422169366121 0.00051484464227449019 -0.00047163420330929645 0.00073524568681885281 0.00049679373563030552 -0.00063199692009051291 -4.1629582897953427e-05 -0.00046250414040646085 0.00066210475359875388
leaf_weight=0.001697655993477108 0.0010002447274587928 0.0010280192195516206 0.0012681808534643823 0.0012828923118562837 0.001515051319979214 0.0011473369780802605 0.0018507439900311278 0.0011184375111153548 0.0012995697268997975
leaf_count=697 170 333 629 150 227 181 339 91 304
internal_value=0 3.3079e-05 -1.12207e-05 6.73684e-05 -3.71298e-05 4.23708e-05 -8.47456e-05 6.23423e-05 0.000248675
internal_weight=0 0.0122079 0.0111799 0.00948221 0.00819932 0.00693114 0.00541609 0.00426875 0.00315031
internal_count=3121 2951 2618 1921 1771 1142 915 734 643
is_linear=0
shrinkage=0.00196078


Tree=4516
num_leaves=7
num_cat=0
split_feature=42 157 42 43 2 4
split_gain=1.92311e-05 3.04648e-05 4.8739e-05 7.76967e-05 5.44909e-05 7.29517e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 0.092145000000000019 -0.078844999999999985 0.089885000000000007 0.010840000000000001
decision_type=2 2 2 2 2 2
left_child=-1 -2 3 -3 -5 -6
right_child=1 2 -4 4 5 -7
leaf_value=-0.0092901369287997568 -0.012735838321385917 0.031786658349237766 -0.011362234271615687 -0.012680275970125927 0.024776656059054075 -0.0043067864286565538
leaf_weight=0.0018738802377309014 0.0012356176948180361 0.0011396487178839078 0.0016022426612254505 0.0015558821420145951 0.0016815978535895393 0.0017705756596165948
leaf_count=862 504 388 592 406 194 175
internal_value=0 0.00184672 0.0041717 0.00822022 0.00285737 0.00986013
internal_weight=0 0.00898556 0.00774995 0.0061477 0.00500806 0.00345217
internal_count=3121 2259 1755 1163 775 369
is_linear=0
shrinkage=0.1


Tree=4517
num_leaves=9
num_cat=0
split_feature=11 13 43 12 42 0 48 0
split_gain=1.74383e-05 2.94008e-05 4.3893e-05 6.34254e-05 6.61023e-05 5.28773e-05 7.69832e-05 2.44844e-05
threshold=0.078340000000000007 -0.094514999999999988 -0.063379999999999978 0.051320000000000005 0.088380000000000014 -0.10011499999999998 0.086035000000000014 -0.084384999999999988
decision_type=2 2 2 2 2 2 2 2
left_child=1 7 3 -3 -5 6 -4 -1
right_child=-2 2 5 4 -6 -7 -8 -9
leaf_value=0.0013460489142967896 -0.012228796612637262 0.026552034862546977 0.012143361502435494 -0.021255080508147853 0.014427654252244935 -0.023046376373019886 -0.021351521492290814 0.023034910711283899
leaf_weight=0.0010808676920676915 0.001062989791151654 0.0011187095138280607 0.0018685513931741712 0.0010137278692301758 0.0010641310276458709 0.0015332775234092092 0.0010844031207988269 0.001003945992452542
leaf_count=242 208 270 183 652 362 1032 80 92
internal_value=0 0.00125835 -0.00159962 0.00735478 -0.00298093 -0.00797989 -0.000156847 0.0117904
internal_weight=0 0.00976761 0.0076828 0.00319657 0.00207786 0.00448623 0.00295295 0.00208481
internal_count=3121 2913 2579 1284 1014 1295 263 334
is_linear=0
shrinkage=0.1


Tree=4518
num_leaves=9
num_cat=0
split_feature=484 160 133 151 16 16 1 16
split_gain=1.66797e-05 4.23826e-05 7.60114e-05 6.24552e-05 0.000102328 9.4347e-05 5.81308e-05 1.33252e-05
threshold=0.084040000000000017 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.0083949999999999979 -0.056919999999999991 0.38525000000000004 0.089770000000000016 -0.18708499999999997
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 6 -6 -5 -8
right_child=-2 2 3 4 5 -7 7 -9
leaf_value=-0.017862899406165502 0.011384460240516009 -0.022467528615493434 -0.014285098787071751 0.0036319377632066151 -0.021040778115557691 0.018219857042061048 0.02325016887435441 0.039292155438188772
leaf_weight=0.0013471286082034776 0.0011392766715174396 0.0011615320674074224 0.0013468186620935498 0.0011758491805540922 0.0015331238685759412 0.0010188588460138502 0.001010730845611336 0.0010616970968874296
leaf_count=632 368 709 305 321 275 222 141 148
internal_value=0 -0.0014093 0.00125843 0.00511433 0.00961888 -0.00536628 0.0213918 0.0314684
internal_weight=0 0.00965574 0.00830861 0.00714708 0.00580026 0.00255198 0.00324828 0.00207243
internal_count=3121 2753 2121 1412 1107 497 610 289
is_linear=0
shrinkage=0.1


Tree=4519
num_leaves=9
num_cat=0
split_feature=47 47 43 4 1 0 49 13
split_gain=1.81706e-05 3.68546e-05 3.44015e-05 8.33416e-05 4.96925e-05 7.03173e-05 4.64646e-05 7.21772e-05
threshold=0.087235000000000021 0.11069000000000002 -0.16318499999999997 -0.35136499999999998 0.10089500000000001 -0.14794999999999997 -0.054319999999999993 -0.016469999999999995
decision_type=2 2 2 2 2 2 2 2
left_child=2 -2 -1 -4 6 -6 -5 -8
right_child=1 -3 3 4 5 -7 7 -9
leaf_value=0.018549303058420921 -0.019014245381767953 0.0047325796637512378 -0.024815617096627586 -0.019669202082251026 -0.0011352830776058505 0.035947227603853667 -0.011451497586360281 0.021125392188746539
leaf_weight=0.0011205835635529938 0.0013252489879108623 0.0012894514389631497 0.0011593666437861297 0.0010896481240305722 0.0010398283495808448 0.0010061534792040298 0.0013659464213088379 0.0013545519886762301
leaf_count=194 222 169 183 180 102 360 1127 584
internal_value=0 -0.00730339 0.00227928 -0.000319531 0.00453008 0.0171008 -0.00222018 0.00476873
internal_weight=0 0.0026147 0.00813608 0.0070155 0.00585613 0.00204598 0.00381015 0.0027205
internal_count=3121 391 2730 2536 2353 462 1891 1711
is_linear=0
shrinkage=0.1


Tree=4520
num_leaves=9
num_cat=0
split_feature=131 160 160 133 13 15 4 48
split_gain=2.0354e-05 3.43818e-05 4.48949e-05 6.22e-05 6.77101e-05 5.51548e-05 4.22681e-05 3.41392e-05
threshold=0.084390000000000007 -0.085579999999999976 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.074044999999999986 1.0000000180025095e-35 -0.0024449999999999997 0.085325000000000012
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 -5 6 -6 -8
right_child=-2 2 3 4 5 -7 7 -9
leaf_value=0.018364139007403715 -0.01276375873002264 -0.019669816100951951 -0.018939498249821995 0.021853324446472297 0.02251162333901828 -0.020913938163328587 0.0090245795347951296 -0.015447605835197172
leaf_weight=0.0010677879995813844 0.0011259725831955373 0.0010853540797035061 0.0011814703891518093 0.0018960000173890643 0.0010145524274797193 0.0010372729840230216 0.0012669906706658293 0.0010362914861747896
leaf_count=465 492 339 637 419 234 303 160 72
internal_value=0 0.00144896 -0.000671486 0.00210278 0.0060798 -0.000787215 0.00550511 -0.00198593
internal_weight=0 0.00958572 0.00851793 0.00743258 0.00625111 0.00435511 0.00331783 0.00230328
internal_count=3121 2629 2164 1825 1188 769 466 232
is_linear=0
shrinkage=0.1


Tree=4521
num_leaves=8
num_cat=0
split_feature=133 160 42 151 4 16 16
split_gain=2.08738e-05 5.12987e-05 5.60613e-05 7.08113e-05 8.19996e-05 8.62674e-05 1.72777e-05
threshold=-0.085499999999999979 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.0083949999999999979 0.076415000000000025 -0.056919999999999991 -0.004174999999999999
decision_type=2 2 2 2 2 2 2
left_child=-1 6 -3 -4 5 -5 -2
right_child=1 2 3 4 -6 -7 -8
leaf_value=0.012088368860049919 -0.024975626134387956 -0.016423304166395352 -0.01501375161914361 0.021718703284245102 0.032155290456215589 -0.010328520936273414 -0.0065241623548758614
leaf_weight=0.0012525153007022583 0.0010131576335597205 0.0013249203606287866 0.0012420281738131497 0.0014720464553171875 0.0013996923725377191 0.0019562322863212979 0.0010167939142273689
leaf_count=488 579 502 287 340 202 436 287
internal_value=0 -0.00165218 0.00221319 0.00628105 0.0117593 0.00343203 -0.0157334
internal_weight=0 0.00942487 0.00739492 0.00607 0.00482797 0.00342828 0.00202995
internal_count=3121 2633 1767 1265 978 776 866
is_linear=0
shrinkage=0.1


Tree=4522
num_leaves=9
num_cat=0
split_feature=47 43 4 1 0 2 16 47
split_gain=1.97679e-05 3.12375e-05 7.37322e-05 4.5693e-05 5.88148e-05 4.86899e-05 6.25152e-05 3.10367e-05
threshold=0.087235000000000021 -0.17390999999999998 -0.35136499999999998 0.10089500000000001 -0.14920999999999998 0.092875000000000013 -0.083134999999999987 0.11069000000000002
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 -3 5 -5 6 -4 -2
right_child=7 2 3 4 -6 -7 -8 -9
leaf_value=0.018029214185048166 -0.018387275589927643 -0.023212997501848305 0.018198910276607687 -0.00034005932489538108 0.033806934179479539 -0.01947303785387703 -0.012987945298430248 0.0034919160190120383
leaf_weight=0.0011049550853605575 0.0013181956394577178 0.0011490899264313924 0.0015656080155704289 0.001012860865947731 0.0010048026062353561 0.0011190079462632726 0.001090413376118189 0.0012759176172276977
leaf_count=184 222 183 489 89 375 555 855 169
internal_value=0 0.00241243 -7.33691e-05 0.00451681 0.0166652 -0.00197624 0.00539534 -0.00762597
internal_weight=0 0.00804674 0.00694178 0.00579269 0.00201766 0.00377503 0.00265602 0.00259411
internal_count=3121 2730 2546 2363 464 1899 1344 391
is_linear=0
shrinkage=0.1


Tree=4523
num_leaves=10
num_cat=0
split_feature=484 42 151 4 403 15 16 4 1
split_gain=0.000101513 9.60881e-05 6.22628e-05 0.00013265 9.59134e-05 0.000147154 5.75225e-05 0.000105709 2.06884e-05
threshold=-1.0000000180025095e-35 0.10194000000000002 -0.044604999999999992 0.26790000000000008 0.03138500000000001 1.0000000180025095e-35 0.15891500000000003 -0.0029599999999999995 0.094385000000000011
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 6 7 -4 -9
right_child=1 -3 3 -5 -6 -7 -8 8 -10
leaf_value=-0.0005831121523971279 -0.00024011752496074876 -0.00052723300087351458 0.00076595736075184284 0.00080995776625684729 0.00059988919481145737 -0.00047353872936019178 -0.00011614207308438838 -0.00015210554016183568 0.0002405161690957929
leaf_weight=0.0010602577063746907 0.0017143705041921383 0.0010155176644900355 0.0012638549288335557 0.0010877286998989899 0.0011738288936164361 0.0018886230466518142 0.0017949397938394284 0.0010230810399526327 0.0010410141508709336
leaf_count=515 366 319 230 225 234 705 282 170 75
internal_value=0 4.98324e-05 0.000103168 0.000166633 8.11434e-05 -5.70216e-06 0.000166772 0.000319363 4.59109e-05
internal_weight=0 0.012003 0.0109874 0.00927307 0.00818534 0.00701151 0.00512289 0.00332795 0.0020641
internal_count=3121 2606 2287 1921 1696 1462 757 475 245
is_linear=0
shrinkage=0.00196078


Tree=4524
num_leaves=10
num_cat=0
split_feature=484 151 4 150 42 403 47 1 3
split_gain=0.000112804 4.51903e-05 0.000125853 0.00011061 5.23574e-05 0.000120972 0.000118186 0.000172191 4.85279e-05
threshold=-1.0000000180025095e-35 -0.0083949999999999979 0.27044500000000005 0.081835000000000019 0.091545000000000015 0.03138500000000001 0.09550500000000002 0.086560000000000012 -0.055119999999999995
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 3 4 -2 5 6 7 8 -3
right_child=1 2 -4 -5 -6 -7 -8 -9 -10
leaf_value=-0.00063691572490678515 -0.00067881747326859246 -0.00010894912476673236 0.00075597035896790457 0.00021871662147742845 -0.00031300751610100055 0.00068375859277461349 0.00054276412955750789 -0.00061544005171345142 0.00042209462103244072
leaf_weight=0.001000588443647382 0.0010079372317333647 0.0012986335618899694 0.0010272567124818615 0.0011084278951379763 0.0014295962656889153 0.0011361331963298778 0.0011542662679404608 0.0018716485241347136 0.0013486819427139338
leaf_count=515 167 709 266 266 427 207 101 356 107
internal_value=0 4.97744e-05 0.000108818 -0.000208742 2.81297e-05 9.975e-05 -1.72048e-05 -0.000160236 0.000161593
internal_weight=0 0.0113826 0.00926622 0.00211637 0.00823896 0.00680936 0.00567323 0.00451896 0.00264732
internal_count=3121 2606 2173 433 1907 1480 1273 1172 816
is_linear=0
shrinkage=0.00196078


Tree=4525
num_leaves=11
num_cat=0
split_feature=41 474 160 52 133 2 160 4 0 4
split_gain=0.000125694 9.46939e-05 9.68572e-05 0.000121085 8.13225e-05 0.000102178 0.0001525 0.000113702 0.000137903 4.68461e-05
threshold=0.075585000000000013 0.084660000000000027 -1.0000000180025095e-35 0.11008000000000001 -1.0000000180025095e-35 0.10097500000000002 0.083670000000000008 -0.081984999999999988 -0.10096999999999999 0.033845000000000007
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 -4 6 7 -6 -9 -7
right_child=-2 -3 3 -5 5 9 -8 8 -10 -11
leaf_value=-0.000441517936642645 -0.0006710823721049967 0.000609899836680288 -0.00047465471547602573 0.0006364223470812293 0.00099163732845448482 -1.1167989302263226e-05 -0.00042588432019734251 0.00063350820996162889 -0.00029491824518614756 -0.00057751787517285784
leaf_weight=0.0016638104565611803 0.0010130496168353547 0.0010525274909473593 0.0012569362872823639 0.0012634290691901319 0.0010033389272067956 0.0012203323219563893 0.0010245353365102919 0.0013462068478585791 0.0011325705439266382 0.0010401067239627208
leaf_count=697 170 333 629 150 168 219 184 53 336 182
internal_value=0 4.81449e-05 -5.84545e-06 7.22035e-05 -1.6636e-05 6.84376e-05 0.000239076 0.000434726 0.000209304 -0.000271765
internal_weight=0 0.0120038 0.0109513 0.00928746 0.00802403 0.00676709 0.00450665 0.00348212 0.00247878 0.00226044
internal_count=3121 2951 2618 1921 1771 1142 741 557 389 401
is_linear=0
shrinkage=0.00196078


Tree=4526
num_leaves=10
num_cat=0
split_feature=484 42 403 42 160 151 4 16 52
split_gain=0.000106858 6.15641e-05 6.95257e-05 0.000111086 0.000110473 0.000114523 0.000137137 9.08594e-05 7.81938e-05
threshold=-1.0000000180025095e-35 0.10194000000000002 0.03138500000000001 -1.0000000180025095e-35 -0.080409999999999995 -0.0083949999999999979 0.071150000000000005 -0.056919999999999991 0.091275000000000009
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 -5 -6 7 -7 -9
right_child=1 -3 -4 4 5 6 -8 8 -10
leaf_value=-0.00061351516117011938 -0.00046132721034020932 -0.00041174876739330312 0.00051244653192086776 -0.00040074400608147535 -0.00028696106123058112 0.00050279216766985701 0.00084937215282015707 -0.00047748674939418245 0.00028065294426285063
leaf_weight=0.0010212309226399477 0.0014756848274142366 0.0010224235740633478 0.0013239890105258547 0.0012858212000569375 0.0013274469017152332 0.0016171223928775095 0.0015409440340314251 0.0010962999172347866 0.0010002522907550104
leaf_count=515 634 319 295 373 250 203 178 317 37
internal_value=0 4.78764e-05 9.19288e-05 3.23412e-05 0.000124933 0.000227625 0.000357622 0.000153576 -0.000115783
internal_weight=0 0.01169 0.0106676 0.00934357 0.00786789 0.00658207 0.00525462 0.00371367 0.00209655
internal_count=3121 2606 2287 1992 1358 985 735 557 354
is_linear=0
shrinkage=0.00196078


Tree=4527
num_leaves=9
num_cat=0
split_feature=11 0 13 15 16 0 15 52
split_gain=2.04235e-05 3.12991e-05 6.3674e-05 6.01625e-05 8.29293e-05 6.56922e-05 5.56763e-05 5.22947e-05
threshold=0.078340000000000007 -0.019414999999999998 0.021350000000000004 -0.0088349999999999974 -0.056919999999999991 -0.20211999999999997 0.088655000000000025 0.091275000000000009
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 -1 -5 -3
right_child=-2 7 -4 6 -6 -7 -8 -9
leaf_value=-0.01103939989431096 -0.013244313526769871 0.02833718087717492 -0.024999237495202883 0.02684083992939313 -0.026433462332537655 0.020048393381991755 -0.0024380635009201451 -0.0037069357969249472
leaf_weight=0.0013816466979592601 0.0010571435194334329 0.0010245832561948443 0.0010049435052097841 0.0014552215016235494 0.0013022031515667189 0.0013379585415470604 0.0011729789420175222 0.0010126272640911958
leaf_count=98 208 194 296 550 678 486 540 71
internal_value=0 0.00139354 -0.00153804 0.0020074 -0.00568162 0.0042548 0.0137735 0.0124092
internal_weight=0 0.00969216 0.00765495 0.00665001 0.00402181 0.00271961 0.0026282 0.00203721
internal_count=3121 2913 2648 2352 1262 584 1090 265
is_linear=0
shrinkage=0.1


Tree=4528
num_leaves=8
num_cat=0
split_feature=131 150 15 16 4 15 0
split_gain=1.9436e-05 3.7686e-05 7.79145e-05 5.04562e-05 7.19891e-05 3.92525e-05 2.73863e-05
threshold=0.084390000000000007 0.081835000000000019 -0.037864999999999989 -0.008904999999999998 -0.10429499999999998 -0.10653 -0.084269999999999984
decision_type=2 2 2 2 2 2 2
left_child=1 2 5 6 -5 -1 -4
right_child=-2 -3 3 4 -6 -7 -8
leaf_value=-0.0060757042659822244 -0.012524645642975852 0.014588112491987604 -0.015837487735489025 0.0024185912486598213 0.035695594641407244 -0.030737693370932209 0.0062897412231747944
leaf_weight=0.001802456197175931 0.0011170237156914358 0.0017703618329601096 0.0011695048479973386 0.0017300203093948002 0.0010414461413585439 0.001005335891213972 0.001072104333741066
leaf_count=400 492 361 395 252 232 479 510
internal_value=0 0.00141315 -0.00156919 0.00590067 0.0149232 -0.014906 -0.0052546
internal_weight=0 0.00959123 0.00782087 0.00501308 0.00277147 0.00280779 0.00224161
internal_count=3121 2629 2268 1389 484 879 905
is_linear=0
shrinkage=0.1


Tree=4529
num_leaves=8
num_cat=0
split_feature=43 403 1 12 2 3 48
split_gain=2.04317e-05 3.78187e-05 5.31814e-05 7.71246e-05 9.67542e-05 5.40859e-05 4.94998e-05
threshold=-0.27207999999999993 0.03138500000000001 0.12500000000000003 0.084100000000000022 0.097845000000000015 0.013900000000000001 0.016865000000000002
decision_type=2 2 2 2 2 2 2
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right_child=1 -3 -4 4 -6 6 -8
leaf_value=-0.013418166007827123 0.020459816190654068 0.018119749966047941 0.019704443048417987 -0.029657199895489407 0.0051198479971682562 -0.020071365540214305 0.0080345568648372053
leaf_weight=0.0010307775020177478 0.0014812419980972571 0.0011856952038904996 0.0010865278813745874 0.0019440161157798924 0.0013594020788446686 0.0010626668851114601 0.001527131311863883
leaf_count=144 452 333 246 1273 394 154 125
internal_value=0 0.00139389 -0.000950023 -0.00399318 -0.015346 0.00521896 -0.00349809
internal_weight=0 0.00964668 0.00846099 0.00737446 0.00330342 0.00407104 0.0025898
internal_count=3121 2977 2644 2398 1667 731 279
is_linear=0
shrinkage=0.1


Tree=4530
num_leaves=8
num_cat=0
split_feature=484 160 133 42 16 16 4
split_gain=1.84989e-05 3.04019e-05 6.44955e-05 5.08707e-05 5.75074e-05 9.94272e-05 2.65304e-05
threshold=0.085515000000000022 -1.0000000180025095e-35 -1.0000000180025095e-35 0.088060000000000013 -0.36241499999999999 -0.056919999999999991 0.0052350000000000009
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -3 4 -4 6 -6
right_child=-2 2 3 -5 5 -7 -8
leaf_value=-0.015044582705268201 0.012538629974814829 -0.021053916753128375 -0.020721360850845423 0.019254643432851493 0.0090314508123924622 -0.011182464495342083 0.031073690632488962
leaf_weight=0.0013982388709840718 0.001054325176233291 0.0011492460547761433 0.0011022096543706877 0.0017537191846383315 0.0011297798598116323 0.001996141055449669 0.0010568553074632103
leaf_count=659 341 709 159 485 243 452 73
internal_value=0 -0.00141682 0.000910361 0.00449658 -0.00040059 0.00495417 0.019685
internal_weight=0 0.00958619 0.00818795 0.00703871 0.00528499 0.00418278 0.00218664
internal_count=3121 2780 2121 1412 927 768 316
is_linear=0
shrinkage=0.1


Tree=4531
num_leaves=9
num_cat=0
split_feature=151 4 12 12 42 16 3 16
split_gain=1.78731e-05 6.46174e-05 6.58541e-05 3.75361e-05 3.61264e-05 5.53568e-05 8.25556e-05 3.32975e-05
threshold=-0.086769999999999986 0.27287000000000006 0.088305000000000008 0.092355000000000007 0.075730000000000006 -0.074319999999999983 0.076840000000000006 0.19444000000000003
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 4 -4 5 -2 -7 -5
right_child=1 -3 3 7 -6 6 -8 -9
leaf_value=0.012398507888424662 -0.025029068812389976 0.020092928224524759 0.018404370123667291 -0.014216762987957135 -0.029009106519963038 0.02132740524581736 -0.015221418179150393 0.010582954661091498
leaf_weight=0.0010432965596120685 0.0012368297216773382 0.0012217581305916355 0.0014112321646570359 0.0011499731279580091 0.0010118078157520583 0.0011014237273300042 0.0014081225860261698 0.0010230382973550867
leaf_count=270 324 314 449 587 585 183 169 240
internal_value=0 -0.00138559 -0.00453114 0.00570573 -0.0122424 -0.00771407 0.000819625 -0.00254123
internal_weight=0 0.00956419 0.00834243 0.00358424 0.00475818 0.00374638 0.00250955 0.00217301
internal_count=3121 2851 2537 1276 1261 676 352 827
is_linear=0
shrinkage=0.1


Tree=4532
num_leaves=10
num_cat=0
split_feature=484 42 16 151 47 133 2 160 13
split_gain=9.24793e-05 7.67051e-05 7.04894e-05 0.000145756 0.000149381 0.000133419 0.000150125 0.000111082 9.25736e-05
threshold=-1.0000000180025095e-35 0.10194000000000002 -0.014034999999999997 -0.044604999999999992 0.09550500000000002 0.048950000000000007 0.089885000000000007 -0.081069999999999989 -0.061684999999999997
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 6 -5 -4 -9
right_child=1 -3 7 4 -6 -7 -8 8 -10
leaf_value=-0.00057166531657809269 -0.00071797564415529121 -0.00047191523588930163 0.00085195281180607072 -0.00076629010936898054 0.00073423821941055354 0.00054486949635200617 9.40828898328858e-05 0.00047006166058594144 -0.00017773791118871947
leaf_weight=0.0010253938776069354 0.0010272152834687976 0.0010186551285628854 0.0010097254858571986 0.001367990063338063 0.0010944653617149889 0.0010010522832698972 0.0018131957191435217 0.0015346649779206978 0.0018959220321172403
leaf_count=515 152 319 215 590 99 284 306 272 369
internal_value=0 4.23169e-05 9.1071e-05 -4.22215e-05 8.93275e-05 -7.94416e-05 -0.000275899 0.000280306 0.000112054
internal_weight=0 0.0117629 0.0107442 0.00630392 0.0052767 0.00418224 0.00318119 0.00444031 0.00343059
internal_count=3121 2606 2287 1431 1279 1180 896 856 641
is_linear=0
shrinkage=0.00196078


Tree=4533
num_leaves=8
num_cat=0
split_feature=131 160 150 0 12 16 16
split_gain=1.81206e-05 3.47309e-05 4.14107e-05 7.36975e-05 0.000109093 9.35982e-05 5.10283e-05
threshold=0.084390000000000007 -0.085579999999999976 0.094365000000000018 -0.10224499999999999 0.092355000000000007 -0.056919999999999991 -0.095564999999999983
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 6 5 -5 -3
right_child=-2 2 -4 4 -6 -7 -8
leaf_value=0.018474561971040495 -0.012157238902606345 -0.0051417484633952733 0.01808283837874455 0.033638150421631513 -0.018772289914607443 -0.00092648785635754481 -0.032410780050195966
leaf_weight=0.0010558683887328954 0.0011045043622409873 0.001738592321718288 0.0010246237093523161 0.0014399430049471481 0.0013917512080108534 0.0017183422779932004 0.0011337177712195503
leaf_count=465 492 196 165 548 575 522 158
internal_value=0 0.00137531 -0.000762088 -0.00336355 0.00455351 0.0148324 -0.015905
internal_weight=0 0.00950284 0.00844697 0.00742235 0.00455004 0.00315829 0.00287231
internal_count=3121 2629 2164 1999 1645 1070 354
is_linear=0
shrinkage=0.1


Tree=4534
num_leaves=8
num_cat=0
split_feature=157 160 133 16 43 4 1
split_gain=2.02157e-05 5.58873e-05 7.91723e-05 5.17151e-05 8.71602e-05 0.00010244 9.01521e-05
threshold=-0.072409999999999988 -1.0000000180025095e-35 -1.0000000180025095e-35 0.38525000000000004 -0.09225499999999999 -0.0029599999999999995 0.094385000000000011
decision_type=2 2 2 2 2 2 2
left_child=-1 -2 -3 4 -4 -6 -7
right_child=1 2 3 -5 5 6 -8
leaf_value=0.012759990894195314 -0.02024522292084038 -0.021989328890639911 -0.02015615862661238 0.025953953630572714 0.030426146859853728 -0.019256342643771743 0.015459559430357463
leaf_weight=0.0011064532667194359 0.0013647668547799958 0.0012075025424672951 0.0013555292544813018 0.0010719280919625493 0.001468923924952654 0.0014892381427747243 0.0015029437789206598
leaf_count=423 677 711 278 188 445 152 247
internal_value=0 -0.00152549 0.00163013 0.0057704 0.00205084 0.00879855 -0.00181888
internal_weight=0 0.00946083 0.00809607 0.00688856 0.00581664 0.00446111 0.00299218
internal_count=3121 2698 2021 1310 1122 844 399
is_linear=0
shrinkage=0.1


Tree=4535
num_leaves=9
num_cat=0
split_feature=52 52 160 4 43 2 13 0
split_gain=1.95005e-05 5.98642e-05 4.18322e-05 4.68469e-05 6.47328e-05 8.24009e-05 6.8524e-05 3.22817e-05
threshold=-0.24456499999999998 -0.081429999999999989 0.050340000000000003 -0.083854999999999985 -0.080084999999999976 0.10803500000000001 -0.014169999999999999 0.12500000000000003
decision_type=2 2 2 2 2 2 2 2
left_child=-1 -2 3 7 -5 6 -6 -3
right_child=1 2 -4 4 5 -7 -8 -9
leaf_value=-0.013249165526523936 0.021644516525517878 0.026084944126870332 -0.019045111173154286 -0.026391262702224819 -0.0065031602561712908 -0.017711380628138634 0.0266206336945609 0.0011162559169594975
leaf_weight=0.0010083450359210577 0.0012636218794670204 0.0010555938554862249 0.0011933006135026779 0.0010294225131603678 0.001090801934393324 0.0014024874066758761 0.001461105834221936 0.0010163633306713785
leaf_count=364 407 379 216 443 691 288 285 48
internal_value=0 0.00137582 -0.00172901 0.00119955 -0.00405429 0.00176055 0.012462 0.013837
internal_weight=0 0.0095127 0.00824908 0.00705577 0.00498382 0.0039544 0.00255191 0.00207196
internal_count=3121 2757 2350 2134 1707 1264 976 427
is_linear=0
shrinkage=0.1


Tree=4536
num_leaves=10
num_cat=0
split_feature=48 4 3 48 52 13 1 4 1
split_gain=5.84564e-05 0.000116656 5.8531e-05 6.73975e-05 7.30355e-05 7.50258e-05 6.08049e-05 7.99176e-05 8.96689e-07
threshold=0.12474000000000002 0.36766000000000004 0.10542000000000001 0.091545000000000015 -0.088204999999999992 -0.014169999999999999 0.092695000000000013 -0.046564999999999988 0.102705
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 -6 7 -7 -4
right_child=-2 -3 8 -5 5 6 -8 -9 -10
leaf_value=-0.00060922224897222855 -0.0004641450670168239 0.00055539564674687608 0.00021063681020639318 0.00035127473521517184 -0.00040160556200834001 -5.9877919240232086e-05 -0.00032972430274703468 0.00063338132694428873 0.00029339691473434206
leaf_weight=0.0013035863210186993 0.0010096321383262141 0.0014130861637047026 0.001004669763435829 0.0010095914396039034 0.0019822422853229935 0.0015248382303908424 0.0010383928169182396 0.0011008582236445926 0.0010086897395991112
leaf_count=523 102 308 46 228 1124 430 115 157 88
internal_value=0 2.8136e-05 -4.6573e-05 -0.000122122 -0.000190891 -9.43097e-05 7.19348e-05 0.00023078 0.000252099
internal_weight=0 0.011386 0.00997287 0.00795951 0.00694992 0.00564633 0.00366409 0.0026257 0.00201336
internal_count=3121 3019 2711 2577 2349 1826 702 587 134
is_linear=0
shrinkage=0.00196078


Tree=4537
num_leaves=7
num_cat=0
split_feature=133 160 42 4 12 48
split_gain=1.72241e-05 3.9277e-05 4.89901e-05 4.42402e-05 6.29547e-05 6.43516e-05
threshold=-0.085499999999999979 -0.079874999999999988 0.088060000000000013 0.24564500000000003 0.084100000000000022 0.086035000000000014
decision_type=2 2 2 2 2 2
left_child=-1 -2 3 4 5 -3
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leaf_value=0.011076243036819889 -0.016421745294158508 0.013237019923183891 0.015441736360215534 0.014047041217081075 -0.022998081780240879 -0.0162899229572749
leaf_weight=0.001232086143285409 0.0014835668400884679 0.0017957160630632024 0.0018700666554553715 0.0011976730695573215 0.0016821516444267201 0.0012532475191067722
leaf_count=488 593 258 652 210 740 180
internal_value=0 -0.00150753 0.00132958 -0.0031217 -0.00746793 0.00110025
internal_weight=0 0.00928242 0.00779885 0.00592879 0.00473112 0.00304896
internal_count=3121 2633 2040 1388 1178 438
is_linear=0
shrinkage=0.1


Tree=4538
num_leaves=8
num_cat=0
split_feature=3 13 48 2 2 1 0
split_gain=2.03002e-05 2.7972e-05 4.37892e-05 4.96656e-05 7.58896e-05 7.0996e-05 2.57534e-05
threshold=0.13524500000000003 -0.095539999999999986 0.091545000000000015 0.084245000000000014 0.092235000000000025 0.09253500000000002 -0.068944999999999992
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 5 -5 -3 -6
right_child=-2 2 -4 4 6 -7 -8
leaf_value=-0.016644049747078456 0.010740028463897907 0.025931946222475286 0.016088872470499765 -0.031345498755466765 0.0089965337361129424 -0.0059762084128839764 -0.012449522328221406
leaf_weight=0.0011159861042203479 0.0014997212367149288 0.0011349804551039763 0.0014320898192254289 0.0012263718195705976 0.0012679266417842242 0.0018083349095796327 0.001002780913200768
leaf_count=217 192 426 283 810 471 373 349
internal_value=0 -0.00182756 0.000272791 -0.00324408 -0.0113004 0.00632799 -0.000474389
internal_weight=0 0.00898847 0.00787248 0.00644039 0.00349708 0.00294332 0.00227071
internal_count=3121 2929 2712 2429 1630 799 820
is_linear=0
shrinkage=0.1


Tree=4539
num_leaves=9
num_cat=0
split_feature=47 4 12 1 48 52 47 4
split_gain=1.86483e-05 3.86159e-05 7.13306e-05 5.42455e-05 9.0832e-05 3.63272e-05 3.32581e-05 3.214e-05
threshold=0.087235000000000021 -0.04890499999999999 0.088305000000000008 1.0000000180025095e-35 0.086035000000000014 0.090245000000000006 0.11069000000000002 0.098655000000000007
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 -1 -3 7 -4 -2 -5
right_child=6 3 5 4 -6 -7 -8 -9
leaf_value=-0.022184607166722461 -0.018875557649787697 -0.010928928339656488 0.01971186551006263 0.039390881082095021 -0.0089201613627630846 -0.0068577291248318184 0.0040590499141988775 0.015365049842935383
leaf_weight=0.0014776798624312093 0.0012753071843800705 0.0010729072850144379 0.0010436401106438233 0.0010301873643521013 0.0010778158616944183 0.0010151181947670811 0.0012540216089026676 0.0012116501190775665
leaf_count=605 222 746 431 203 157 273 169 315
internal_value=0 0.00235666 -0.00542101 0.00861844 0.0149361 0.00661111 -0.00750476 0.0264056
internal_weight=0 0.007929 0.00353644 0.00439256 0.00331965 0.00205876 0.00252933 0.00224184
internal_count=3121 2730 1309 1421 675 704 391 518
is_linear=0
shrinkage=0.1


Tree=4540
num_leaves=11
num_cat=0
split_feature=484 133 133 12 43 160 1 133 0 1
split_gain=0.000102571 7.62004e-05 9.26575e-05 7.97784e-05 9.65755e-05 8.51671e-05 0.000102564 0.000136194 0.000114727 9.30146e-05
threshold=-1.0000000180025095e-35 0.10622000000000002 0.083950000000000011 -0.029094999999999999 -0.17390999999999998 0.086870000000000017 0.111945 -0.083244999999999986 -0.10151999999999999 0.092695000000000013
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 -5 6 7 -6 9 -9
right_child=1 -3 -4 4 5 -7 -8 8 -10 -11
leaf_value=-0.00061059475666180472 -0.00050878065688829681 -0.00046832844059744271 0.0005667370971754439 0.00059137571059964954 0.00053853875661691926 -0.00051965168190656679 0.00051042591918798853 0.00046334358170354125 -0.00065749009099914046 -0.00036181782264904481
leaf_weight=0.0010321040123671609 0.0010013094213947556 0.0010599669755587881 0.0013328489831267833 0.0012024470932153718 0.0011000843859916838 0.0010690719513879263 0.0015852513567871998 0.0010444966972179863 0.001529633207130112 0.0010564109776733943
leaf_count=515 222 370 415 87 361 96 193 76 720 66
internal_value=0 3.36079e-05 8.23222e-05 1.49876e-05 7.60601e-05 -7.84565e-06 7.87864e-05 -6.58577e-05 -0.000248995 4.84231e-05
internal_weight=0 0.0119815 0.0109216 0.00958871 0.0085874 0.00738495 0.00631588 0.00473063 0.00363054 0.00210091
internal_count=3121 2606 2236 1821 1599 1512 1416 1223 862 142
is_linear=0
shrinkage=0.00196078


Tree=4541
num_leaves=8
num_cat=0
split_feature=47 16 52 0 0 0 16
split_gain=1.96735e-05 5.90609e-05 5.7297e-05 5.503e-05 0.000101737 9.91114e-05 5.94936e-05
threshold=0.11926500000000002 -0.48836499999999994 0.11434500000000002 -0.077999999999999986 -0.10607499999999999 -0.14920999999999998 0.15891500000000003
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 4 5 -3 -5
right_child=-2 2 -4 6 -6 -7 -8
leaf_value=0.020205016033193808 -0.013351879126664324 -0.010283339227254809 -0.023992322896338458 0.025414151673309543 -0.027860287505771037 0.029063487905795604 -0.0031496108395612679
leaf_weight=0.0014159320694905339 0.0010038030022014857 0.0016193143745613491 0.0010279365048252399 0.0015264603293705719 0.0014172085672008727 0.001058751708365337 0.0013961053305407648
leaf_count=249 112 139 399 474 1222 175 351
internal_value=0 0.00137164 -0.00194274 0.00128697 -0.00619367 0.00527211 0.0117693
internal_weight=0 0.00946171 0.00804578 0.00701784 0.00409527 0.00267807 0.00292257
internal_count=3121 3009 2760 2361 1536 314 825
is_linear=0
shrinkage=0.1


Tree=4542
num_leaves=7
num_cat=0
split_feature=52 4 0 1 47 0
split_gain=1.90008e-05 5.59805e-05 5.52468e-05 4.50897e-05 5.6217e-05 7.64332e-05
threshold=0.10347000000000002 -0.27825499999999997 -0.060129999999999996 1.0000000180025095e-35 1.0000000180025095e-35 -0.14920999999999998
decision_type=2 2 2 2 2 2
left_child=1 -1 3 -3 5 -5
right_child=-2 2 -4 4 -6 -7
leaf_value=-0.023831108891651458 0.0088212162291046985 -0.020084155811107337 0.019469026713292089 -0.0055886162738528269 -0.014221995133408034 0.025026617811767338
leaf_weight=0.0010392121663412354 0.0019653021198137071 0.0012406530701125238 0.0013236024970240635 0.0017411449048449078 0.0015788604550058577 0.0015338492532618259
leaf_count=203 583 1157 268 171 201 538
internal_value=0 -0.00209426 0.000950876 -0.00307089 0.00127773 0.00875008
internal_weight=0 0.00845732 0.00741811 0.00609451 0.00485385 0.00327499
internal_count=3121 2538 2335 2067 910 709
is_linear=0
shrinkage=0.1


Tree=4543
num_leaves=10
num_cat=0
split_feature=11 48 0 2 2 2 2 13 43
split_gain=6.86864e-05 6.59579e-05 0.000210741 7.9301e-05 6.30814e-05 8.85441e-05 6.9373e-05 0.000104644 9.44908e-05
threshold=0.080455000000000013 0.091545000000000015 -0.20211999999999997 0.11293500000000002 0.10097500000000002 0.092235000000000025 0.084245000000000014 1.0000000180025095e-35 -0.074359999999999996
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 3 -3 4 5 6 7 8 -1
right_child=-2 2 -4 -5 -6 -7 -8 -9 -10
leaf_value=0.00067303685676263502 -0.00049548647967857058 -0.00032721305046084153 0.00081540965282369702 0.00038666313971585714 -0.00053131366817279135 0.00042408932088152404 -0.00049549453163757844 -0.00054044006400215275 -9.720771287185888e-05
leaf_weight=0.0010062931003056959 0.0010278985286326587 0.0011059252579221912 0.0014141074357387684 0.0013872483866700066 0.0012216594674407874 0.0012460046759106167 0.0016135748592496545 0.0010104217418121031 0.0015641241468131106
leaf_count=264 189 47 315 353 222 300 843 128 460
internal_value=0 3.34134e-05 0.000313966 -4.4714e-05 -0.000122816 -4.53302e-05 -0.000157932 -5.82125e-06 0.000204335
internal_weight=0 0.0115694 0.00252003 0.00904933 0.00766208 0.00644042 0.00519441 0.00358084 0.00257042
internal_count=3121 2932 362 2570 2217 1995 1695 852 724
is_linear=0
shrinkage=0.00196078


Tree=4544
num_leaves=8
num_cat=0
split_feature=13 3 48 4 4 3 43
split_gain=1.95785e-05 2.78609e-05 4.61112e-05 4.98345e-05 5.69957e-05 4.89712e-05 4.7169e-05
threshold=-0.23438999999999996 0.10893000000000001 0.092475000000000016 0.053180000000000012 -0.076229999999999978 -0.08824499999999999 -0.00067499999999999993
decision_type=2 2 2 2 2 2 2
left_child=-1 2 3 4 5 -2 -5
right_child=1 -3 -4 6 -6 -7 -8
leaf_value=0.011484529760491809 -0.012239662297657583 -0.014968043190169228 0.019697351104302891 -0.0051068065620512989 -0.023212510792686616 0.016461916921209453 0.021915988784190592
leaf_weight=0.0012914314141318521 0.0013248269159334448 0.0013437341281681559 0.0010901387424189718 0.0012913859780883427 0.0017181198263999733 0.0010783338018894731 0.0012923967059809843
leaf_count=169 415 111 281 333 1074 572 166
internal_value=0 -0.00166943 0.000622982 -0.00247821 -0.00930436 0.000639161 0.00840988
internal_weight=0 0.00913894 0.0077952 0.00670506 0.00412128 0.00240316 0.00258378
internal_count=3121 2952 2841 2560 2061 987 499
is_linear=0
shrinkage=0.1


Tree=4545
num_leaves=9
num_cat=0
split_feature=474 160 133 52 12 12 0 15
split_gain=5.06467e-05 6.86364e-05 7.80794e-05 6.39059e-05 0.000201272 9.10995e-05 0.000113161 0.000101292
threshold=0.084660000000000027 -1.0000000180025095e-35 -1.0000000180025095e-35 0.077655000000000016 0.091475000000000015 0.098150000000000015 -0.10011499999999998 -0.095869999999999983
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 -3 5 -5 6 7 -4
right_child=-2 2 3 4 -6 -7 -8 -9
leaf_value=-0.00041125999452108568 0.00041341391267462501 -0.00040825240101273377 -0.0002758550212199103 0.00082093555169779461 -0.00031637580625426906 0.00047086616066021914 -0.00061726765433999279 0.00044615337952747696
leaf_weight=0.0016721309530645179 0.0010100575892009198 0.001394098860363349 0.0015965075175888013 0.0014644910774373604 0.0010114244347214189 0.0011399260674749929 0.0013750611951244846 0.0014040409076605063
leaf_count=736 344 707 112 171 143 194 569 145
internal_value=0 -4.52697e-05 1.99352e-05 9.4632e-05 0.000356338 -2.28473e-05 -0.000151469 6.1993e-05
internal_weight=0 0.0110577 0.00938555 0.00799145 0.00247592 0.00551554 0.00437561 0.00300055
internal_count=3121 2777 2041 1334 314 1020 826 257
is_linear=0
shrinkage=0.00196078


Tree=4546
num_leaves=9
num_cat=0
split_feature=50 47 15 3 43 16 3 47
split_gain=1.99847e-05 3.78923e-05 4.80026e-05 6.33981e-05 8.80558e-05 8.2526e-05 3.72648e-05 1.4497e-05
threshold=0.088425000000000017 0.087235000000000021 -0.097454999999999986 0.10542000000000001 -0.17390999999999998 -0.083134999999999987 -0.078724999999999976 0.11069000000000002
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 -1 4 -4 6 -6 -3
right_child=-2 7 3 -5 5 -7 -8 -9
leaf_value=0.024849224162236252 -0.013065826175502291 -0.017445048825193449 0.02179709738993869 0.019901546363469608 0.015773819479935596 -0.028300717286806155 -0.011401636292315857 -0.001305453182658619
leaf_weight=0.0010397021276149889 0.0010586070728286637 0.001194917135782186 0.0010250818167315563 0.0014445356069061471 0.0010003770736587232 0.0016076936399617723 0.0010181675137036844 0.0010417244678724048
leaf_count=372 560 180 139 128 372 1137 111 122
internal_value=0 0.00142922 0.00498913 0.00160181 -0.00408144 -0.0113969 0.00206634 -0.00992797
internal_weight=0 0.0093722 0.00713556 0.00609586 0.00465132 0.00362624 0.00201854 0.00223664
internal_count=3121 2561 2259 1887 1759 1620 483 302
is_linear=0
shrinkage=0.1


Tree=4547
num_leaves=8
num_cat=0
split_feature=11 2 150 0 12 52 15
split_gain=2.15806e-05 3.16256e-05 5.72413e-05 8.04645e-05 5.44106e-05 4.93827e-05 3.2752e-05
threshold=0.078340000000000007 0.089775000000000008 0.083555000000000004 -0.13455999999999999 0.089735000000000023 0.0060650000000000009 -0.033689999999999991
decision_type=2 2 2 2 2 2 2
left_child=1 4 3 -3 6 -5 -1
right_child=-2 2 -4 5 -6 -7 -8
leaf_value=-0.02757533311685826 -0.013860603324518337 -0.018746338007593968 0.0257021495105231 0.02474766557778358 0.009316156973027628 -0.0014825178335075521 -0.0039846137804918974
leaf_weight=0.0010971156108974481 0.0010187839135111692 0.0013971120996381691 0.0011957879454412004 0.0013192939311557027 0.0015218759252186333 0.0015741473172814181 0.0012694843060385699
leaf_count=394 208 173 202 489 472 431 752
internal_value=0 0.0014641 0.00635384 0.000961416 -0.00543496 0.0104774 -0.0149209
internal_weight=0 0.00937482 0.00548634 0.00429055 0.00388848 0.00289344 0.0023666
internal_count=3121 2913 1295 1093 1618 920 1146
is_linear=0
shrinkage=0.1


Tree=4548
num_leaves=8
num_cat=0
split_feature=484 160 52 49 2 52 42
split_gain=1.8559e-05 2.76731e-05 5.62798e-05 7.18483e-05 5.01564e-05 8.51594e-05 7.72223e-05
threshold=0.085515000000000022 -1.0000000180025095e-35 0.10347000000000002 -0.081404999999999991 0.10613000000000002 -1.0000000180025095e-35 0.084050000000000014
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 -3 5 -5 -7
right_child=-2 2 -4 4 -6 6 -8
leaf_value=-0.014687850578691096 0.012804222238425887 0.021206941674341135 0.019853597847475413 -0.024563294899187151 -0.022855623864722542 0.018907220029316968 -0.015150316266396284
leaf_weight=0.0013472655777058843 0.0010156494018196327 0.0010445302945232193 0.0012990359553658468 0.0011630174291102544 0.0015224870457678473 0.0019631015857778655 0.0010074050131865021
leaf_count=659 341 160 203 415 394 612 337
internal_value=0 -0.00142907 0.000803941 -0.00288922 -0.00733921 -0.0016241 0.00735709
internal_weight=0 0.00934684 0.00799958 0.00670054 0.00565601 0.00413352 0.00297051
internal_count=3121 2780 2121 1918 1758 1364 949
is_linear=0
shrinkage=0.1


Tree=4549
num_leaves=7
num_cat=0
split_feature=42 457 16 43 2 4
split_gain=1.8666e-05 3.13067e-05 4.43063e-05 5.44296e-05 9.02553e-05 4.53673e-05
threshold=-1.0000000180025095e-35 0.080930000000000016 -0.36241499999999999 -0.074359999999999996 0.11293500000000002 -0.077834999999999988
decision_type=2 2 2 2 2 2
left_child=-1 2 -2 -4 5 -5
right_child=1 -3 3 4 -6 -7
leaf_value=-0.0093748060814237751 -0.015704585409981361 0.016541696507634467 0.018666677161993848 -0.029086091691522653 0.020451454836925096 -0.0030063816415415857
leaf_weight=0.0017712721837129684 0.0015336585633188328 0.0012479197471974108 0.001665369307122664 0.0010320011370633085 0.0011895026872645585 0.0018860168101273011
leaf_count=862 291 213 699 434 203 419
internal_value=0 0.0019036 -0.000596515 0.00341718 -0.00276564 -0.0122299
internal_weight=0 0.00855447 0.00730655 0.00577289 0.00410752 0.00291802
internal_count=3121 2259 2046 1755 1056 853
is_linear=0
shrinkage=0.1


Tree=4550
num_leaves=8
num_cat=0
split_feature=50 15 16 2 48 160 52
split_gain=1.70139e-05 3.50077e-05 4.73963e-05 7.54582e-05 6.82746e-05 6.77064e-05 6.42745e-05
threshold=0.088425000000000017 -0.15914499999999995 -0.094359999999999986 0.092755000000000018 0.091545000000000015 -0.027994999999999996 0.083680000000000018
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 -3 5 -4 -7
right_child=-2 2 4 -5 -6 6 -8
leaf_value=0.018843480196387614 -0.012112947149811058 0.0031435087267108366 0.02144631637091933 -0.030607605330773027 0.027871871837703462 -0.019342855792643415 0.0081035692665307416
leaf_weight=0.0010169124222966586 0.0010466369100583959 0.0015039984381809224 0.001050868913034748 0.00118380539067626 0.0010170618496030915 0.0019802687086777362 0.0014991784387146838
leaf_count=314 560 205 397 213 200 756 476
internal_value=0 0.00133871 -0.000822846 -0.0117217 0.00445784 -0.000798639 -0.0075171
internal_weight=0 0.00925209 0.00823518 0.0026878 0.00554738 0.00453032 0.00347945
internal_count=3121 2561 2247 418 1829 1629 1232
is_linear=0
shrinkage=0.1


Tree=4551
num_leaves=8
num_cat=0
split_feature=133 160 52 2 1 4 1
split_gain=1.6343e-05 4.42887e-05 4.40177e-05 4.55082e-05 6.7678e-05 3.36979e-05 8.34237e-05
threshold=-0.085499999999999979 -1.0000000180025095e-35 0.10347000000000002 0.113445 0.10937500000000001 0.053180000000000012 0.086560000000000012
decision_type=2 2 2 2 2 2 2
left_child=-1 -2 3 4 5 6 -3
right_child=1 2 -4 -5 -6 -7 -8
leaf_value=0.010920873346071152 -0.014896630840509295 0.0047863569620778014 0.019125416023303261 -0.01916988969257083 0.024951616225916403 0.011683552354186734 -0.031886796835734567
leaf_weight=0.0012038192072097624 0.0019350690596949133 0.0015705771984562628 0.001259446272775854 0.0011652261250165337 0.0010742938311184714 0.0010294883239597291 0.0010251697089345788
leaf_count=488 866 639 171 274 156 137 390
internal_value=0 -0.00148074 0.00216327 -0.00147932 0.00290697 -0.00362568 -0.00969742
internal_weight=0 0.00905927 0.0071242 0.00586476 0.00469953 0.00362524 0.00259575
internal_count=3121 2633 1767 1596 1322 1166 1029
is_linear=0
shrinkage=0.1


Tree=4552
num_leaves=9
num_cat=0
split_feature=42 47 403 457 15 12 52 2
split_gain=3.86219e-05 5.5133e-05 6.84064e-05 0.000103391 8.08057e-05 7.90031e-05 0.000121136 5.18371e-05
threshold=0.10194000000000002 0.11069000000000002 0.03138500000000001 0.045365000000000009 0.084050000000000014 0.091475000000000015 0.077655000000000016 0.10467500000000002
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 7 -1
right_child=-2 -3 -4 -5 -6 -7 -8 -9
leaf_value=-0.00036121554327967598 -0.00037512377213327344 0.00041731202230606008 0.00042970084551701505 0.00038133904990963709 -0.00064581335812003446 -0.00043575339857232162 0.0006060436760693264 0.00017407249195186723
leaf_weight=0.0017551739184709441 0.0010023006808456839 0.0012342617568644682 0.0011334079981802749 0.001514931984779388 0.001204130975762282 0.0017488740723278192 0.0011358266123564133 0.0011521030459808168
leaf_count=537 355 148 318 249 707 368 242 197
internal_value=0 2.71166e-05 -2.28192e-05 -8.30809e-05 -0.000183646 -8.75632e-05 6.30491e-05 -0.00014909
internal_weight=0 0.0108787 0.00964445 0.00851104 0.00699611 0.00579198 0.0040431 0.00290728
internal_count=3121 2766 2618 2300 2051 1344 976 734
is_linear=0
shrinkage=0.00196078


Tree=4553
num_leaves=8
num_cat=0
split_feature=12 3 12 43 43 52 16
split_gain=1.87343e-05 3.87006e-05 3.66088e-05 4.16613e-05 6.63206e-05 7.73694e-05 3.42919e-05
threshold=0.10711000000000002 0.13524500000000003 0.092355000000000007 -0.092909999999999979 -0.063379999999999978 -0.0064899999999999992 -0.25582999999999995
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 -1 -5 -6 -7
right_child=-2 -3 -4 4 5 6 -8
leaf_value=-0.014099820272181977 -0.012385270020785617 0.019065527799253509 -0.016025077783465881 0.027777880470846929 -0.017297221983386346 -0.0035837440831414402 0.019344361254458334
leaf_weight=0.0012892498567657461 0.0010961073996092951 0.0010975560233234686 0.0013426074208741584 0.0011037160963645147 0.0015823199183974267 0.0010649726146320386 0.0016834479418266983
leaf_count=264 285 179 634 722 300 146 591
internal_value=0 0.00144805 -0.000949106 0.0020613 0.00589531 0.000318398 0.0104601
internal_weight=0 0.00916387 0.00806631 0.00672371 0.00543446 0.00433074 0.00274842
internal_count=3121 2836 2657 2023 1759 1037 737
is_linear=0
shrinkage=0.1


Tree=4554
num_leaves=8
num_cat=0
split_feature=52 160 52 133 2 4 1
split_gain=1.74887e-05 4.89235e-05 4.83775e-05 3.65705e-05 6.12596e-05 5.86424e-05 3.65281e-05
threshold=-0.057699999999999994 -1.0000000180025095e-35 -0.088204999999999992 -1.0000000180025095e-35 0.10097500000000002 -0.080584999999999976 0.10124500000000002
decision_type=2 2 2 2 2 2 2
left_child=2 -2 -1 -3 5 -5 -6
right_child=1 3 -4 4 6 -7 -8
leaf_value=-0.0036696379289461764 -0.02001808655763835 -0.016054472058269476 0.022259638844427283 0.033927089759046285 -0.021171136407695447 0.0035720874334575145 0.0051702135845686364
leaf_weight=0.0018641692838659669 0.0013312024497978397 0.0010138640541777662 0.0011718914795266523 0.0010035545329053711 0.0010528317898391244 0.0017397252227220219 0.0010529393632145571
leaf_count=680 753 620 246 204 103 356 159
internal_value=0 -0.00271177 0.00633882 0.00121771 0.00482907 0.0146766 -0.00799979
internal_weight=0 0.00719412 0.00303606 0.00586291 0.00484905 0.00274328 0.00210577
internal_count=3121 2195 926 1442 822 560 262
is_linear=0
shrinkage=0.1


Tree=4555
num_leaves=9
num_cat=0
split_feature=474 160 133 43 3 0 0 16
split_gain=4.02773e-05 7.74369e-05 6.2514e-05 5.12061e-05 7.72833e-05 4.24889e-05 0.000122126 2.53841e-05
threshold=0.084660000000000027 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.09225499999999999 -0.074084999999999998 -0.10011499999999998 -0.20211999999999997 -0.010264999999999998
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 -3 7 -5 6 -6 -4
right_child=-2 2 3 4 5 -7 -8 -9
leaf_value=-0.00042753015572918738 0.00036738853010672378 -0.00036044655873760913 -0.0003931066692407068 0.00055862358317413968 -0.00015601742407811068 -0.00022745476564900574 0.00066728485742191816 3.6598841253887207e-05
leaf_weight=0.0016951788797821337 0.001008281853593195 0.0013598011511342109 0.0010021643760400704 0.0015862374604041687 0.0016517783487238757 0.0014055524246609054 0.0011930317759370566 0.0011183684254105894
leaf_count=736 344 707 191 493 103 298 122 127
internal_value=0 -4.20543e-05 2.80815e-05 9.44774e-05 0.000189288 5.14512e-05 0.000189252 -0.00016648
internal_weight=0 0.0110121 0.00931693 0.00795713 0.0058366 0.00425036 0.00284481 0.00212053
internal_count=3121 2777 2041 1334 1016 523 225 318
is_linear=0
shrinkage=0.00196078


Tree=4556
num_leaves=10
num_cat=0
split_feature=484 4 4 52 42 1 16 0 15
split_gain=0.000111194 8.9266e-05 4.34784e-05 7.2969e-05 5.50394e-05 9.227e-05 7.68357e-05 3.974e-05 2.57525e-05
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decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 6 -2 -8 -7
right_child=1 -3 -4 -5 -6 8 7 -9 -10
leaf_value=-0.0006288157150547421 0.0005361641515817156 0.00046637128671447295 -0.00040808884117340662 0.00049184600473042568 -0.00033988070550557955 -4.4535281741494365e-05 -0.00029047897866511411 0.00024272278881805172 -0.00046712813386600767
leaf_weight=0.0010283932068346794 0.0017145270181882538 0.0016501929138844637 0.0010260176402458873 0.0010972970395017817 0.0018887557202530983 0.0010209529151681447 0.0010607358746287548 0.0010892761086951973 0.0012132574293553682
leaf_count=515 337 346 62 294 626 134 517 74 216
internal_value=0 4.35311e-05 -2.5481e-05 1.77299e-05 -4.74026e-05 4.31766e-05 0.000226557 -2.03391e-05 -0.000274019
internal_weight=0 0.011761 0.0101108 0.0090848 0.00798751 0.00609875 0.00386454 0.00215001 0.00223421
internal_count=3121 2606 2260 2198 1904 1278 928 591 350
is_linear=0
shrinkage=0.00196078


Tree=4557
num_leaves=10
num_cat=0
split_feature=484 15 13 3 3 15 49 15 42
split_gain=0.000105378 7.73382e-05 0.000242581 8.30409e-05 0.000128451 0.000104613 9.46927e-05 8.44711e-05 4.51899e-05
threshold=-1.0000000180025095e-35 0.024640000000000006 -0.0034749999999999994 -0.10519499999999998 -0.053259999999999995 -0.016799999999999995 -0.043469999999999995 -0.10653 0.084145000000000011
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 8 -5 6 -6 -8 -2
right_child=1 2 -4 4 5 -7 7 -9 -10
leaf_value=-0.00061136226881687279 0.00077805257494359598 0.00020918476905592355 -0.0009411136046152764 -0.00056879077647167765 0.00045023606042390526 0.00056746485409091372 0.00019374812050549191 -0.00051860434496526163 0.00019466942467890531
leaf_weight=0.0010204269228357545 0.0010183567250286645 0.001865649603786502 0.0011328345776834101 0.0011296137063115108 0.0011388244744460771 0.0016639847930855559 0.0010860140629972486 0.0015583378349399808 0.0010236441234265301
leaf_count=515 180 776 282 640 152 121 248 141 66
internal_value=0 4.58351e-05 -0.000225401 0.000140198 3.2954e-05 0.000157742 -2.24699e-05 -0.000226047 0.000485606
internal_weight=0 0.0116173 0.00299848 0.00861878 0.00657677 0.00544716 0.00378318 0.00264435 0.002042
internal_count=3121 2606 1058 1548 1302 662 541 389 246
is_linear=0
shrinkage=0.00196078


Tree=4558
num_leaves=10
num_cat=0
split_feature=48 48 51 0 42 403 13 1 4
split_gain=6.05198e-05 8.18719e-05 9.21867e-05 0.000110919 5.83017e-05 7.19208e-05 7.1587e-05 6.38502e-05 0.00010061
threshold=0.12474000000000002 0.092475000000000016 0.086310000000000012 -0.17169499999999996 0.086325000000000013 0.03138500000000001 -0.063184999999999977 0.111945 -0.0029599999999999995
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 7 -6 8 -5
right_child=-2 -3 -4 4 6 -7 -8 -9 -10
leaf_value=0.00063624114678018985 -0.0004791203394856047 0.00047286078096759823 -0.00058040458539267571 0.00010190498983586741 -0.00061571867444880606 0.0005309386706070946 7.4020968108133738e-05 0.00036262067815063175 -0.00058418592674004666
leaf_weight=0.0010179758448554304 0.0010030082641780983 0.0013696433111133445 0.0010762410580051765 0.001993480204208295 0.0013076710134933976 0.0010116721332782399 0.0010375499013418172 0.001100579820564987 0.0013980524384180821
leaf_count=110 102 263 320 810 742 219 157 144 254
internal_value=0 2.34219e-05 -3.84867e-05 2.72892e-05 -5.16887e-05 5.86236e-05 -0.000310571 -4.77468e-05 -0.000180914
internal_weight=0 0.0113129 0.00994322 0.00886698 0.00784901 0.00550378 0.00234522 0.00449211 0.00339153
internal_count=3121 3019 2756 2436 2326 1427 899 1208 1064
is_linear=0
shrinkage=0.00196078


Tree=4559
num_leaves=8
num_cat=0
split_feature=1 43 15 15 49 3 12
split_gain=1.68761e-05 5.62887e-05 3.27471e-05 7.22353e-05 7.88693e-05 0.000122512 4.16572e-05
threshold=0.077565000000000009 0.016310000000000002 0.035560000000000008 -0.016799999999999995 -0.043469999999999995 0.095270000000000007 0.090695000000000012
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 4 -2 6 -6
right_child=2 -3 -4 -5 5 -7 -8
leaf_value=-0.017045245382573241 0.022753004373407566 0.0089362437962387069 -0.012399121694936458 0.029890000694748203 0.020760851499959668 -0.030312764019178401 -0.0070515392877109591
leaf_weight=0.0019322445575190282 0.0012048249409201462 0.0014669025176944834 0.0011818469703237695 0.0010288918602015806 0.0011660632908958119 0.0013672937244180953 0.0010006963050467953
leaf_count=1333 211 303 400 257 278 164 175
internal_value=0 -0.00583293 0.00276543 0.00587273 0.000658163 -0.00687438 0.00791598
internal_weight=0 0.00339915 0.00694962 0.00576777 0.00473888 0.00353405 0.00216676
internal_count=3121 1636 1485 1085 828 617 453
is_linear=0
shrinkage=0.1


Tree=4560
num_leaves=11
num_cat=0
split_feature=484 42 47 4 1 3 0 15 12 4
split_gain=8.32061e-05 7.39099e-05 8.94297e-05 6.8307e-05 0.000123564 8.17335e-05 8.1791e-05 5.68464e-05 0.000103096 2.26354e-05
threshold=-1.0000000180025095e-35 0.10194000000000002 0.10980000000000002 0.27834500000000006 0.11212500000000002 0.10732000000000001 -0.10224499999999999 0.090455000000000021 0.084100000000000022 0.0067750000000000006
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 6 9 8 -8 -2
right_child=1 -3 -4 -5 -6 -7 7 -9 -10 -11
leaf_value=-0.00053066079868386814 -0.00014886733122622197 -0.00046368787242690373 0.00058042394164881344 0.00047276484941102381 -0.00066064242217778798 0.00053813665924026398 0.00040378902761151848 0.00053200076584745731 -0.00032507792024888659 -0.0005628764501054821
leaf_weight=0.0010484296240833189 0.0010215038971257088 0.0010006533699089453 0.0012774165807145814 0.0011618746903350559 0.0010582161188348732 0.0011418298770942137 0.0013265254536966673 0.0010046871269092945 0.0017052368576178853 0.0010094607605890208
leaf_count=515 147 319 119 234 115 55 263 277 954 123
internal_value=0 4.59222e-05 9.35504e-05 2.75923e-05 -3.49704e-05 5.68695e-05 -3.37004e-05 0.000127785 -6.16751e-06 -0.000354644
internal_weight=0 0.0117074 0.0107068 0.00942933 0.00826746 0.00720924 0.00606741 0.00403645 0.00303176 0.00203096
internal_count=3121 2606 2287 2168 1934 1819 1764 1494 1217 270
is_linear=0
shrinkage=0.00196078


Tree=4561
num_leaves=10
num_cat=0
split_feature=48 48 51 42 4 484 133 4 2
split_gain=4.72956e-05 7.78613e-05 0.000100979 7.174e-05 9.32263e-05 5.98004e-05 4.04033e-05 7.37022e-05 3.63211e-05
threshold=0.11951500000000001 0.092475000000000016 0.086310000000000012 0.086325000000000013 0.063160000000000008 0.073690000000000019 0.083950000000000011 -0.059649999999999988 0.092235000000000025
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 5 -5 6 7 -1 -9
right_child=-2 -3 -4 4 -6 -7 -8 8 -10
leaf_value=-0.00044602876150468278 -0.00040881359783017101 0.00049539662558966649 -0.00061388959150512044 -0.00061254299548352839 0.00018856340203218837 0.00057642463352344754 0.00039805839257149421 -2.6171257533758056e-05 0.00043454347520689859
leaf_weight=0.0011564347987148278 0.0010363639527050756 0.0012231392630830057 0.0010173446573046368 0.0012623575712085821 0.0010016379977319284 0.0010494527879072969 0.0010844278069839664 0.0018130744656599581 0.0010325702817929618
leaf_count=499 114 251 320 709 198 221 334 226 249
internal_value=0 2.99861e-05 -3.04625e-05 4.01982e-05 -0.000258117 0.000150268 6.23431e-05 -2.86244e-05 0.000141004
internal_weight=0 0.0106404 0.0094173 0.00839996 0.002264 0.00613596 0.00508651 0.00400208 0.00284564
internal_count=3121 3007 2756 2436 907 1529 1308 974 475
is_linear=0
shrinkage=0.00196078


Tree=4562
num_leaves=10
num_cat=0
split_feature=48 16 50 16 160 4 52 2 0
split_gain=5.96477e-05 9.2156e-05 6.42095e-05 8.02243e-05 0.00014402 7.37557e-05 0.00012184 6.82165e-05 6.54369e-05
threshold=0.12230500000000001 -0.48836499999999994 0.088425000000000017 -0.014034999999999997 -0.081069999999999989 0.0082450000000000006 0.091275000000000009 0.092755000000000018 -0.10607499999999999
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 3 7 -5 6 -6 8 -3
right_child=-2 2 -4 4 5 -7 -8 -9 -10
leaf_value=0.00047517542993696032 -0.00046646375574148954 0.00027272309852944588 -0.00050451577781866275 0.00084367000983076308 -0.00061500145365466798 0.00039259362869805152 0.00026915302937173898 -0.00060043043612441457 -0.00031504584281026701
leaf_weight=0.0015587344429994097 0.0010027301014331703 0.0014169180386559576 0.0010172917322186113 0.0010163662385553273 0.0012534931944292965 0.0012655640130407593 0.0011480511888836823 0.0011106045523694538 0.0014982776395735889
leaf_count=248 108 113 521 232 593 181 64 363 698
internal_value=0 3.25577e-05 -3.83742e-05 1.60738e-05 0.000190549 9.53168e-06 -0.000192334 -0.000186905 -2.93633e-05
internal_weight=0 0.0112853 0.00972657 0.00870927 0.00468347 0.00366711 0.00240154 0.0040258 0.0029152
internal_count=3121 3013 2765 2244 1070 838 657 1174 811
is_linear=0
shrinkage=0.00196078


Tree=4563
num_leaves=10
num_cat=0
split_feature=4 156 151 42 43 47 42 0 1
split_gain=7.80178e-05 5.78018e-05 8.04638e-05 6.57192e-05 0.000102691 0.000111257 9.49096e-05 0.000101335 4.51764e-05
threshold=0.27287000000000006 0.084085000000000007 -0.024429999999999997 0.092145000000000019 0.12450000000000001 0.09550500000000002 0.083995000000000014 -0.10607499999999999 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 6 7 -4 -9
right_child=-2 -3 3 -5 -6 -7 -8 8 -10
leaf_value=0.00042220602918277556 0.00037190486769778357 -0.00051302016038916125 -5.2987320445546054e-06 -0.00048159278596895759 0.00054468851381960057 0.00043264636348296396 0.00025143463618295146 -0.0003963363961604269 -0.00097236033223615441
leaf_weight=0.0013543811800671201 0.0018187593878514563 0.0010134562258392434 0.0014147315923163954 0.0013937131073937887 0.0010658240924532603 0.0011316784680425272 0.0010911428695057988 0.0010460046663195086 0.0010478673230133421
leaf_count=341 352 407 145 466 144 123 450 479 214
internal_value=0 -6.77879e-05 -2.05163e-05 -9.37207e-05 -1.41912e-05 -0.000118121 -0.000253627 -0.000410696 -0.000684605
internal_weight=0 0.0105588 0.00954534 0.00819096 0.00679725 0.00573142 0.00459975 0.0035086 0.00209387
internal_count=3121 2769 2362 2021 1555 1411 1288 838 693
is_linear=0
shrinkage=0.00196078


Tree=4564
num_leaves=8
num_cat=0
split_feature=4 42 403 42 1 1 13
split_gain=2.05058e-05 3.106e-05 5.4569e-05 6.34671e-05 4.60732e-05 0.000100367 3.15677e-05
threshold=0.27287000000000006 0.092145000000000019 0.03138500000000001 -1.0000000180025095e-35 0.086560000000000012 0.094385000000000011 -0.084154999999999994
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 -1 6 -6 -5
right_child=-2 -3 -4 4 5 -7 -8
leaf_value=-0.024379247463134718 0.010754820388141309 -0.016140678229027528 0.022217921344605741 -0.00067606832675824475 -0.030029064386321219 0.0076946567158203824 0.02184691894518076
leaf_weight=0.0011256969117289317 0.0014991212109667024 0.0013049608241144 0.0010090060671606362 0.0011358256009085499 0.0011409460861231881 0.0018470077354770869 0.0013763577392637448
leaf_count=649 352 544 266 441 193 353 323
internal_value=0 -0.00188335 0.000553542 -0.00274559 0.00168211 -0.00671009 0.0116637
internal_weight=0 0.0089398 0.00763484 0.00662583 0.00550014 0.00298795 0.00251218
internal_count=3121 2769 2225 1959 1310 546 764
is_linear=0
shrinkage=0.1


Tree=4565
num_leaves=8
num_cat=0
split_feature=4 16 0 47 4 1 43
split_gain=1.66402e-05 3.36522e-05 4.16819e-05 6.6842e-05 0.000118973 4.23004e-05 2.79199e-05
threshold=0.27287000000000006 -0.36241499999999999 -0.10607499999999999 0.09550500000000002 -0.029144999999999997 0.093575000000000019 -0.084004999999999982
decision_type=2 2 2 2 2 2 2
left_child=1 -1 5 4 6 -3 -4
right_child=-2 2 3 -5 -6 -7 -8
leaf_value=-0.017928394193824033 0.0096905884334115601 -0.001407426412385045 0.011147337652449105 0.018560514235338523 -0.039343488265303865 0.024705938936020248 -0.0078660804606668702
leaf_weight=0.0011177985745698133 0.0014974738090306255 0.0012727132471324629 0.0012669782285157243 0.0010250807587065024 0.0010375767065046041 0.0012101608880099139 0.0019781154052908698
leaf_count=139 352 156 259 213 784 156 1062
internal_value=0 -0.00170242 0.000625684 -0.00437708 -0.00986732 0.0113203 -0.000442693
internal_weight=0 0.00890842 0.00779063 0.00530775 0.00428267 0.00248287 0.00324509
internal_count=3121 2769 2630 2318 2105 312 1321
is_linear=0
shrinkage=0.1


Tree=4566
num_leaves=8
num_cat=0
split_feature=0 0 42 1 49 4 1
split_gain=1.71707e-05 4.37439e-05 4.8927e-05 9.86939e-05 3.94613e-05 5.35497e-05 4.0759e-05
threshold=1.0000000180025095e-35 -0.053834999999999994 0.091295000000000015 1.0000000180025095e-35 -0.006494999999999999 -0.00059999999999999995 0.10752500000000002
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 -1 -5 -6 -7
right_child=-2 -3 -4 4 5 6 -8
leaf_value=-0.030236174015212555 0.0083325803643522385 -0.021173533139977829 0.017984016398645102 -0.0093302230206805774 0.027876419188815324 -0.014019091896757095 0.013598967672448404
leaf_weight=0.0010998812216569762 0.0019743639759978839 0.0010452438348041221 0.0013381288704717833 0.0017164587083251903 0.0010574897911073428 0.0010254714963734077 0.0011157963702899194
leaf_count=1183 325 203 567 247 320 130 146
internal_value=0 -0.00203146 0.000689536 -0.00315782 0.00290152 0.00946509 0.000372443
internal_weight=0 0.00839847 0.00735323 0.0060151 0.00491522 0.00319876 0.00214127
internal_count=3121 2796 2593 2026 843 596 276
is_linear=0
shrinkage=0.1


Tree=4567
num_leaves=8
num_cat=0
split_feature=50 160 133 2 4 0 4
split_gain=2.01895e-05 3.09736e-05 3.86379e-05 6.9295e-05 4.81317e-05 7.37271e-05 4.11046e-05
threshold=0.088425000000000017 -0.081969999999999987 -0.0061299999999999992 0.11389000000000002 0.0052350000000000009 -0.077999999999999986 0.098655000000000007
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 -4 -6
right_child=-2 2 3 -5 6 -7 -8
leaf_value=0.016210991160502525 -0.013193327664573699 -0.019025353411643187 -0.024036224680043031 -0.018524630749614909 0.031162514884126549 0.0094743913933629589 0.0063768737179172065
leaf_weight=0.001230340738764696 0.0010505530218683267 0.0010188174411096202 0.0010215589190249079 0.0013536066608294851 0.0010866054043214169 0.0018374372024661176 0.0017413950768163367
leaf_count=437 560 625 505 297 131 377 189
internal_value=0 0.00143242 -0.000823661 0.00181023 0.00665029 -0.00249942 0.0159003
internal_weight=0 0.00928976 0.00805942 0.0070406 0.005687 0.002859 0.002828
internal_count=3121 2561 2124 1499 1202 882 320
is_linear=0
shrinkage=0.1


Tree=4568
num_leaves=9
num_cat=0
split_feature=131 160 160 2 4 12 52 4
split_gain=1.72914e-05 3.35976e-05 3.97519e-05 5.26589e-05 4.57624e-05 3.97854e-05 5.55302e-05 3.50561e-05
threshold=0.084390000000000007 -0.085579999999999976 -1.0000000180025095e-35 0.088225000000000012 0.053180000000000012 0.092355000000000007 0.084735000000000019 0.033845000000000007
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 -4 6 7 -5
right_child=-2 2 3 5 -6 -7 -8 -9
leaf_value=0.018412150000234852 -0.012057065433946551 -0.019113104302448166 -0.025137544131079489 0.016105452441256506 0.0025576759370634114 -0.0082137508850519975 0.030764391720180691 -0.007943877117106422
leaf_weight=0.00102575189340423 0.0010740585910839215 0.0010341230798583097 0.0011078923554282507 0.0012462339874410317 0.0012928406221623897 0.0011564907928326225 0.0011922817647928921 0.0011800465015512445
leaf_count=465 492 339 681 286 119 422 116 201
internal_value=0 0.00134865 -0.000783275 0.00185829 -0.0102231 0.00793242 0.0130927 0.00440881
internal_weight=0 0.00923566 0.00820991 0.00717579 0.00240073 0.00477505 0.00361856 0.00242628
internal_count=3121 2629 2164 1825 800 1025 603 487
is_linear=0
shrinkage=0.1


Tree=4569
num_leaves=10
num_cat=0
split_feature=484 42 43 15 16 49 43 16 4
split_gain=0.00010062 8.87883e-05 7.95482e-05 7.30368e-05 8.25305e-05 0.000130936 9.76372e-05 0.000126204 0.000132165
threshold=-1.0000000180025095e-35 0.10194000000000002 0.12450000000000001 -0.10653 -0.088394999999999987 -0.047584999999999995 -0.17390999999999998 -0.056919999999999991 -0.062539999999999984
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 -5 -6 -8 -9
right_child=1 -3 -4 4 6 -7 7 8 -10
leaf_value=-0.00060314154746257925 0.00037247356341954508 -0.00051288273206087512 0.00054793653514150268 5.9699589422367589e-05 0.00060121673156605829 -0.00088074084548128283 0.00046238967739361663 -0.00074983339337548463 0.00010541964164380867
leaf_weight=0.0010222283030358976 0.0018906447140666187 0.0010236264682772231 0.0012910766647250419 0.0012510979648254624 0.0010857902467306208 0.0010442819461976306 0.0012282915153611911 0.0012970633570592218 0.0014958234344422633
leaf_count=515 334 319 176 112 97 309 428 301 530
internal_value=0 3.85471e-05 9.18781e-05 2.85178e-05 -5.93324e-05 -0.000368153 7.94703e-05 -6.14106e-05 -0.000291774
internal_weight=0 0.0116077 0.0105841 0.00929299 0.00740235 0.00229538 0.00510697 0.00402118 0.00279289
internal_count=3121 2606 2287 2111 1777 421 1356 1259 831
is_linear=0
shrinkage=0.00196078


Tree=4570
num_leaves=7
num_cat=0
split_feature=52 49 42 2 0 12
split_gain=1.75131e-05 3.43814e-05 4.13984e-05 5.0053e-05 6.74908e-05 3.87425e-05
threshold=0.15915500000000002 -0.080089999999999981 0.084050000000000014 0.10613000000000002 -0.10011499999999998 0.090020000000000017
decision_type=2 2 2 2 2 2
left_child=1 -1 3 4 -3 -4
right_child=-2 2 5 -5 -6 -7
leaf_value=0.015836444677630811 -0.012519484940166067 0.024411620730029959 -0.00021757897336768621 -0.0096056267981851819 -0.0028756973488685477 -0.025775784871778659
leaf_weight=0.0013861073856400114 0.0010160475824770978 0.0017653073326449667 0.0012582440078286457 0.0019082051631990823 0.0018629433468525752 0.0011219550118376962
leaf_count=234 368 202 639 373 868 437
internal_value=0 0.0013077 -0.0012361 0.00350536 0.0104008 -0.012265
internal_weight=0 0.00930276 0.00791665 0.00553646 0.00362825 0.0023802
internal_count=3121 2753 2519 1443 1070 1076
is_linear=0
shrinkage=0.1


Tree=4571
num_leaves=8
num_cat=0
split_feature=4 42 49 160 0 12 52
split_gain=1.84725e-05 2.95949e-05 4.79922e-05 6.65356e-05 4.95209e-05 4.81723e-05 4.52225e-05
threshold=0.27287000000000006 0.092145000000000019 -0.00064499999999999985 0.079055000000000014 -0.083914999999999976 0.083310000000000009 0.08976000000000002
decision_type=2 2 2 2 2 2 2
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right_child=-2 -3 4 -5 6 -7 -8
leaf_value=-0.02799011589514231 0.01023741424063274 -0.01579795874528285 0.0039804864909592308 0.0055446567620996128 -0.015748821473825319 0.032789315472810769 0.0096948724044022445
leaf_weight=0.0011801754721986546 0.0014929001622309207 0.0012880148748293883 0.0013131295502269978 0.0011864321542077762 0.0013913437701838513 0.0010402205222476034 0.0014028846811052769
leaf_count=340 352 544 194 177 652 620 242
internal_value=0 -0.00179263 0.000608035 -0.0111784 0.00602687 0.0167145 -0.00297443
internal_weight=0 0.0088022 0.00751419 0.00236661 0.00514758 0.00235335 0.00279423
internal_count=3121 2769 2225 517 1708 814 894
is_linear=0
shrinkage=0.1


Tree=4572
num_leaves=8
num_cat=0
split_feature=52 160 0 16 1 16 52
split_gain=1.85589e-05 5.03673e-05 4.20967e-05 3.51187e-05 5.5429e-05 7.77236e-05 2.6711e-05
threshold=-0.057699999999999994 -1.0000000180025095e-35 -0.15202999999999997 -0.056919999999999991 0.08844500000000001 -0.27167499999999994 -0.19683499999999995
decision_type=2 2 2 2 2 2 2
left_child=2 -2 -1 4 -3 -6 -4
right_child=1 3 6 -5 5 -7 -8
leaf_value=-0.010020646901695573 -0.020332843686504797 -0.0090390605161888172 0.0033344380662231653 -0.010606205709311813 -0.0026351650485791499 0.031926444054296357 0.026289344804142186
leaf_weight=0.0010253722261845954 0.0013363703918393994 0.0015037177616854061 0.0010111733087974626 0.0017686175268308646 0.0012698609945460339 0.0013344462910196307 0.00101651971964664
leaf_count=69 753 769 406 218 223 232 451
internal_value=0 -0.00280949 0.00649198 0.00117538 0.00624768 0.0150742 0.0148422
internal_weight=0 0.00721301 0.00305307 0.00587664 0.00410803 0.00260431 0.00202769
internal_count=3121 2195 926 1442 1224 455 857
is_linear=0
shrinkage=0.1


Tree=4573
num_leaves=8
num_cat=0
split_feature=0 3 47 2 1 15 0
split_gain=2.03046e-05 4.17011e-05 7.01749e-05 4.70913e-05 6.36677e-05 3.7495e-05 2.04635e-05
threshold=-0.060129999999999996 -0.08824499999999999 0.087235000000000021 0.084055000000000005 0.093575000000000019 -1.0000000180025095e-35 0.13134000000000004
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 -3 -5 -2 -7
right_child=5 2 -4 4 -6 6 -8
leaf_value=-0.018913638033629911 0.022264312181859758 0.026182376008943915 -0.018130837671887719 -0.010991377533840198 0.017944145934521427 -0.010435657150836384 0.0085050998574114703
leaf_weight=0.0013461883589259574 0.0010278830792019985 0.0010061344696340865 0.0014614272864586679 0.0017907585678861135 0.001321647546195339 0.0011138558305656809 0.0011691134908937452
leaf_count=538 259 456 252 1047 255 251 63
internal_value=0 -0.00311606 0.000695169 0.00737541 0.00129576 0.00640461 -0.000736055
internal_weight=0 0.00692616 0.00557997 0.00411854 0.00311241 0.00331085 0.00228297
internal_count=3121 2548 2010 1758 1302 573 314
is_linear=0
shrinkage=0.1


Tree=4574
num_leaves=9
num_cat=0
split_feature=48 0 3 15 47 3 3 12
split_gain=3.55958e-05 9.47758e-05 6.03651e-05 8.24766e-05 6.55592e-05 5.77967e-05 5.16565e-05 0.00012645
threshold=0.11951500000000001 -0.17169499999999996 0.13524500000000003 -0.11033999999999998 0.09550500000000002 -0.020429999999999997 -0.078934999999999991 0.089735000000000023
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 5 6 7 -5
right_child=-2 2 -4 4 -6 -7 -8 -9
leaf_value=0.00042606761358341441 -0.00035654782934046834 -0.0006433191177729117 0.00035573437379340564 -0.00057600544987606336 0.00040600045009610557 -0.00046763937833927533 0.00035940683390054795 0.00020663902962330828
leaf_weight=0.0018661345704211662 0.0010350711869268241 0.0010146995671206005 0.0011697172486799141 0.0014149452141454838 0.0010519341732420405 0.0014324108229679623 0.0010747682711807851 0.0018076749086363524
leaf_count=165 114 338 143 980 134 238 487 522
internal_value=0 2.40453e-05 -5.9628e-05 -0.000121946 -4.39367e-05 -0.000126541 -1.28452e-05 -0.000136994
internal_weight=0 0.0108323 0.00896615 0.00779643 0.00678173 0.0057298 0.00429739 0.00322262
internal_count=3121 3007 2842 2699 2361 2227 1989 1502
is_linear=0
shrinkage=0.00196078


Tree=4575
num_leaves=8
num_cat=0
split_feature=50 15 47 3 13 12 15
split_gain=2.06263e-05 3.15312e-05 4.60791e-05 6.54851e-05 7.17793e-05 5.73978e-05 6.15001e-05
threshold=0.088425000000000017 -0.15914499999999995 0.096175000000000024 0.10542000000000001 -0.033284999999999988 0.088930000000000023 -0.09095499999999998
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 6 -6
right_child=-2 2 -4 -5 5 -7 -8
leaf_value=0.017961551387426052 -0.01344864018096455 -0.019970019666028013 -0.018031061240218787 0.021221351005851027 0.014377967586986444 0.022359979858830113 -0.017323184719202644
leaf_weight=0.0010288129450445596 0.0010316982449558683 0.0016372032621414815 0.0012809891765665155 0.0014852233675690385 0.0010724443715153446 0.0012757386966557164 0.0014252435737474971
leaf_count=314 560 986 188 136 97 405 435
internal_value=0 0.00146217 -0.000613785 0.00262169 -0.00248394 0.00510287 -0.00371151
internal_weight=0 0.00920566 0.00817684 0.00689585 0.00541063 0.00377343 0.00249769
internal_count=3121 2561 2247 2059 1923 937 532
is_linear=0
shrinkage=0.1


Tree=4576
num_leaves=9
num_cat=0
split_feature=14 15 0 52 13 43 0 48
split_gain=4.05494e-05 7.52563e-05 4.56814e-05 8.16286e-05 8.77179e-05 5.09105e-05 0.00010144 5.83651e-05
threshold=-1.0000000180025095e-35 -0.10653 0.15398500000000004 0.10160000000000001 -0.095304999999999987 -0.084004999999999982 -0.10011499999999998 0.085130000000000025
decision_type=2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 -3 -6 7 -7
right_child=1 2 -4 -5 5 6 -8 -9
leaf_value=-0.00037131751903035187 0.00043220138836072314 0.00043991551600262667 0.00033978102367764436 -0.00057097397775476356 0.00016368937376001812 0.00032246910549057491 -0.00062579449684461595 -0.00031208216784683407
leaf_weight=0.0010629724147416869 0.0015333854025149163 0.0013535805245401171 0.0010877035034909657 0.0011539480514087472 0.0017122272793498802 0.0011870990116580622 0.0015683079429932934 0.0010504019890800187
leaf_count=161 388 187 55 456 506 115 1191 62
internal_value=0 3.03123e-05 -3.73089e-05 -8.84159e-05 -7.38006e-06 -0.000117102 -0.00024343 2.4577e-05
internal_weight=0 0.0106467 0.00911327 0.00802556 0.00687162 0.00551804 0.00380581 0.0022375
internal_count=3121 2960 2572 2517 2061 1874 1368 177
is_linear=0
shrinkage=0.00196078


Tree=4577
num_leaves=8
num_cat=0
split_feature=16 15 47 4 15 1 2
split_gain=1.83806e-05 4.37539e-05 6.94055e-05 7.59807e-05 6.70107e-05 2.76392e-05 3.88915e-05
threshold=-0.48836499999999994 -0.11713499999999999 0.09550500000000002 0.033845000000000007 -0.036009999999999993 0.080585000000000004 0.092365000000000017
decision_type=2 2 2 2 2 2 2
left_child=-1 -2 3 4 -3 6 -6
right_child=1 2 -4 -5 5 -7 -8
leaf_value=0.0099754361202869513 -0.020346976531686618 0.021312339306215039 0.02277116198652035 -0.028099215114988543 -0.012904179984017007 -0.015324801036774902 0.012487284017371212
leaf_weight=0.0015537498547159049 0.0011129709230062257 0.0012943196882494248 0.0012163948301139767 0.0010344643957143785 0.0010476016650130184 0.0015484579522038397 0.0014220763819459603
leaf_count=274 345 493 169 236 742 602 260
internal_value=0 -0.00183488 0.000889251 -0.00330444 0.0015237 -0.0048506 0.00171659
internal_weight=0 0.00867629 0.00756331 0.00634692 0.00531246 0.00401814 0.00246968
internal_count=3121 2847 2502 2333 2097 1604 1002
is_linear=0
shrinkage=0.1


Tree=4578
num_leaves=8
num_cat=0
split_feature=151 16 0 1 52 13 4
split_gain=1.69419e-05 6.48669e-05 4.7684e-05 0.000111267 5.14259e-05 0.00013428 7.35894e-05
threshold=-0.086944999999999981 -0.48836499999999994 -0.084269999999999984 0.094385000000000011 0.10160000000000001 -0.061684999999999997 -0.084369999999999987
decision_type=2 2 2 2 2 2 2
left_child=-1 -2 3 -3 5 -4 -7
right_child=1 2 4 -5 -6 6 -8
leaf_value=0.012277290034152778 0.020195642745640563 -0.03200869968517403 0.037094274703802992 0.0037357681595568504 -0.014364472910836541 -0.02521213319756186 0.012645993719459387
leaf_weight=0.0010068356014215013 0.001209364824959743 0.0016752858657314348 0.0011108186164279286 0.0018136506042778855 0.0013276109852385191 0.001015105011615859 0.0010389666663499692
leaf_count=261 236 863 449 220 340 344 408
internal_value=0 -0.00138661 -0.0046568 -0.0134277 0.00215479 0.0090843 -0.00606318
internal_weight=0 0.0091908 0.00798144 0.00348894 0.0044925 0.00316489 0.00205407
internal_count=3121 2860 2624 1083 1541 1201 752
is_linear=0
shrinkage=0.1


Tree=4579
num_leaves=8
num_cat=0
split_feature=50 160 43 16 13 48 13
split_gain=1.69161e-05 3.35133e-05 4.65298e-05 4.45953e-05 8.81229e-05 7.44616e-05 4.75738e-05
threshold=0.088425000000000017 -0.027994999999999996 -0.15323999999999996 -0.056919999999999991 -0.061684999999999997 0.085845000000000019 -0.014169999999999999
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -3 5 -5 6 -4
right_child=-2 2 3 4 -6 -7 -8
leaf_value=0.014039784975221417 -0.012241669703595194 0.014549746296668593 -0.0043047290933525143 0.0014330172192369361 -0.038632144944035773 -0.01723474054024008 0.024190558815310497
leaf_weight=0.001690695612722371 0.00102095520842481 0.0014450392629931077 0.0010316962519699229 0.0012126967757637602 0.0010030520401735584 0.0013900740822015206 0.0013559216821493675
leaf_count=629 560 186 479 360 362 181 364
internal_value=0 0.00133106 -0.00155751 -0.00544103 -0.0167042 0.0011652 0.0118777
internal_weight=0 0.00912918 0.00743848 0.00599344 0.00221575 0.00377769 0.00238762
internal_count=3121 2561 1932 1746 722 1024 843
is_linear=0
shrinkage=0.1


Tree=4580
num_leaves=8
num_cat=0
split_feature=0 0 42 1 151 2 1
split_gain=1.66103e-05 3.87495e-05 5.06147e-05 8.74831e-05 3.77311e-05 4.86042e-05 5.02356e-05
threshold=1.0000000180025095e-35 -0.053834999999999994 0.091295000000000015 1.0000000180025095e-35 -0.044604999999999992 0.088850000000000012 0.10920500000000001
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 -1 -5 -6 -7
right_child=-2 -3 -4 4 5 6 -8
leaf_value=-0.02939090422824835 0.0082690459614778826 -0.020203577386292373 0.018413407158734619 -0.014766754889507867 -0.0054675539638223934 0.033368321712435971 0.0021174621128332957
leaf_weight=0.0010586547575053597 0.0019464214698710599 0.001023986381033154 0.0013035957439048946 0.0010121268852030935 0.0017129708237832901 0.0010023867285752497 0.0010565754698157789
leaf_count=1183 325 203 567 198 406 114 125
internal_value=0 -0.00201042 0.000596455 -0.00337877 0.0023774 0.00697771 0.0173317
internal_weight=0 0.0081703 0.00714631 0.00584271 0.00478406 0.00377193 0.00205896
internal_count=3121 2796 2593 2026 843 645 239
is_linear=0
shrinkage=0.1


Tree=4581
num_leaves=10
num_cat=0
split_feature=48 2 0 52 159 13 48 2 15
split_gain=0.000101573 0.000154907 0.000102168 5.22894e-05 0.00010146 0.000105947 9.41849e-05 6.62649e-05 5.89009e-05
threshold=0.12474000000000002 0.11293500000000002 -0.14001499999999997 0.10160000000000001 0.082585000000000006 -0.094514999999999988 0.082620000000000013 0.088555000000000009 -0.016799999999999995
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 3 -3 4 5 -1 7 8 -7
right_child=-2 2 -4 -5 -6 6 -8 -9 -10
leaf_value=0.00061141166186989165 -0.00058962694837874348 0.00095389101094612422 0.00011343844596525884 -0.0003731129506262621 -0.00054559210256501216 -0.0003269627972944036 0.00039208319317861779 -0.0006093842402993126 0.00023518665071803181
leaf_weight=0.0012605344707479959 0.0010362769003957372 0.0010672862858033044 0.0011610236312931486 0.0016735016673953421 0.001090940888605482 0.001351137204104112 0.0015342262018800137 0.0010251902021521484 0.0015258845654585616
leaf_count=151 102 96 348 477 323 221 276 416 711
internal_value=0 5.08803e-05 0.000515987 -5.86596e-05 8.91155e-06 9.92405e-05 -1.95154e-05 -0.000181343 -2.88159e-05
internal_weight=0 0.0116897 0.00222831 0.00946142 0.00778791 0.00669697 0.00543644 0.00390221 0.00287702
internal_count=3121 3019 444 2575 2098 1775 1624 1348 932
is_linear=0
shrinkage=0.00196078


Tree=4582
num_leaves=9
num_cat=0
split_feature=48 48 51 0 4 15 12 2
split_gain=4.45362e-05 8.0829e-05 8.59162e-05 7.35163e-05 5.27202e-05 6.99967e-05 5.92496e-05 5.90494e-05
threshold=0.11951500000000001 0.092475000000000016 0.086310000000000012 -0.16360999999999995 0.16173500000000005 -0.016799999999999995 0.088365000000000013 0.095040000000000013
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 -5 -7 -8
right_child=-2 -3 -4 4 -6 6 7 -9
leaf_value=0.00052017557079543858 -0.00039723478289523231 0.00051170083146792633 -0.0005672480123926066 -0.00049084263361033999 0.00028535467047729367 0.00025295712645416539 -0.00054091496018064916 0.00010438786437872589
leaf_weight=0.0010581016534919876 0.0010120820209924509 0.0012028295097552049 0.0010138106518626242 0.0014627525130213601 0.0015616230526991903 0.0019839074492279578 0.0010804733804474741 0.0011004702300455469
leaf_count=120 114 251 320 597 326 709 478 206
internal_value=0 3.35165e-05 -2.85897e-05 3.76254e-05 -3.33958e-05 -0.000121847 7.74939e-06 -0.000215305
internal_weight=0 0.010464 0.00926114 0.00824733 0.00718923 0.0056276 0.00416485 0.00218094
internal_count=3121 3007 2756 2436 2316 1990 1393 684
is_linear=0
shrinkage=0.00196078


Tree=4583
num_leaves=10
num_cat=0
split_feature=0 16 48 1 52 3 0 4 4
split_gain=4.9773e-05 7.01181e-05 4.36361e-05 9.963e-05 7.52701e-05 0.000134693 8.63003e-05 0.000151772 2.6247e-05
threshold=0.15398500000000004 0.26676500000000009 0.12230500000000001 0.111945 0.10160000000000001 0.090900000000000009 -0.084269999999999984 0.053180000000000012 -0.082109999999999975
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 7 -1 -8
right_child=-2 -3 -4 -5 -6 -7 8 -9 -10
leaf_value=-0.00082468331516093857 0.00039922737983833103 -0.00047821645487037862 -0.00036679082002433709 0.00049154292533784051 -0.00053558731033794688 0.00060089661611560337 0.00037495821904747861 0.00010670541709095245 -5.1312376403593847e-05
leaf_weight=0.0013013060635944055 0.0010997519631620661 0.0012368942494510827 0.0010228106274091315 0.0016765093117108512 0.0010095113445831149 0.0013079342991902942 0.0012018360921356493 0.0013923684564439811 0.0010324203602055529
leaf_count=735 60 362 99 333 475 93 294 185 485
internal_value=0 -3.79429e-05 1.68171e-05 6.07941e-05 -3.88769e-05 4.15345e-05 -0.000106927 -0.000343246 0.000177984
internal_weight=0 0.0111816 0.0099447 0.00892189 0.00724538 0.00623587 0.00492793 0.00269367 0.00223426
internal_count=3121 3061 2699 2600 2267 1792 1699 920 779
is_linear=0
shrinkage=0.00196078


Tree=4584
num_leaves=10
num_cat=0
split_feature=131 13 47 51 1 151 1 4 2
split_gain=6.05067e-05 6.57819e-05 5.58387e-05 0.00010252 0.000106572 5.75135e-05 0.000115272 4.70725e-05 4.31412e-05
threshold=0.088610000000000008 -0.23438999999999996 0.10621500000000002 0.08955500000000001 0.10557500000000002 -0.016164999999999995 0.088485000000000022 -0.15764999999999998 0.088555000000000009
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 -3 7 -7 -9
right_child=-2 2 -4 -5 -6 6 -8 8 -10
leaf_value=0.00044189110787849919 -0.00044020654945691633 0.00041318137150661783 -0.00038190328710209948 -0.00046103796720650371 0.00060175046750978291 0.00041047623163242847 -0.0006603254619375272 0.00019592418412219862 -0.000363535247402998
leaf_weight=0.0013866769656382021 0.001097141789643606 0.0010959067205068285 0.0013673969396253037 0.0012911414766637692 0.0015080539989038881 0.0011477270902710062 0.0010347173563687653 0.0010646794113678495 0.0010550650689508734
leaf_count=139 443 308 133 292 269 85 282 600 570
internal_value=0 4.27773e-05 -1.50858e-05 4.61034e-05 0.000140916 1.21739e-05 -8.99757e-05 9.06382e-05 -8.25368e-05
internal_weight=0 0.0109514 0.00956469 0.00819729 0.00690615 0.0053981 0.00430219 0.00326747 0.00211974
internal_count=3121 2678 2539 2406 2114 1845 1537 1255 1170
is_linear=0
shrinkage=0.00196078


Tree=4585
num_leaves=8
num_cat=0
split_feature=151 4 12 0 0 15 0
split_gain=1.60861e-05 5.88749e-05 4.15195e-05 3.43811e-05 6.35556e-05 3.0488e-05 2.90952e-05
threshold=-0.086944999999999981 0.27287000000000006 0.088305000000000008 -0.026509999999999995 -0.10096999999999999 0.088235000000000022 -0.14794999999999997
decision_type=2 2 2 2 2 2 2
left_child=-1 2 3 4 6 -4 -2
right_child=1 -3 5 -5 -6 -7 -8
leaf_value=0.011919474809652076 -0.016201084761720611 0.019407884640778351 -0.0041376940750218064 0.0050539093389321901 -0.036609802060324791 0.014921968862103181 0.0056397148919691562
leaf_weight=0.0010146050249291673 0.0014301027069576616 0.0011900019915474418 0.0020004573468199015 0.0010652644975960284 0.0010110143282906908 0.0014458504762076821 0.0010635322429184543
leaf_count=261 152 314 742 152 810 536 154
internal_value=0 -0.00134772 -0.00442887 -0.0106786 -0.0154607 0.00385852 -0.00688601
internal_weight=0 0.00920622 0.00801622 0.00456991 0.00350465 0.00344631 0.00249363
internal_count=3121 2860 2546 1268 1116 1278 306
is_linear=0
shrinkage=0.1


Tree=4586
num_leaves=8
num_cat=0
split_feature=12 3 12 3 1 0 13
split_gain=1.74887e-05 3.63554e-05 3.74495e-05 4.098e-05 9.39903e-05 5.50749e-05 4.99602e-05
threshold=0.10711000000000002 0.13524500000000003 0.092355000000000007 0.10732000000000001 0.094385000000000011 -0.10224499999999999 -0.017449999999999997
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 4 5 -1 -7
right_child=-2 -3 -4 -5 -6 6 -8
leaf_value=-0.018227739390042734 -0.011922673422433173 0.018651063138144856 -0.016194293130191845 -0.015832276098173496 0.026792331942085568 -0.0087082154364777672 0.018735330253579135
leaf_weight=0.0014213918579768273 0.0011026953041592758 0.0010783331702086439 0.0013353893663368959 0.0010651752976875706 0.0015204980132098736 0.0012262979682404018 0.001445016247537359
leaf_count=234 285 179 634 81 390 848 470
internal_value=0 0.00141278 -0.000906804 0.00215004 0.00556241 -0.00232481 0.00613705
internal_weight=0 0.0090921 0.00801377 0.00667838 0.0056132 0.00409271 0.00267131
internal_count=3121 2836 2657 2023 1942 1552 1318
is_linear=0
shrinkage=0.1


Tree=4587
num_leaves=10
num_cat=0
split_feature=133 133 0 52 4 16 2 16 16
split_gain=7.82428e-05 9.663e-05 6.16364e-05 9.75453e-05 0.000128233 8.06628e-05 7.82491e-05 7.62253e-05 6.84286e-05
threshold=0.10622000000000002 0.083950000000000011 -0.10607499999999999 0.091275000000000009 0.053180000000000012 -0.013324999999999998 0.088475000000000012 -0.095564999999999983 -0.29154999999999992
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 5 4 6 7 -4 8 -1
right_child=-2 -3 3 -5 -6 -7 -8 -9 -10
leaf_value=-8.7060183319997525e-05 -0.00052651854939194808 0.00052501958060281035 -0.00097665258131440845 0.00023548255319302832 9.3192621647958802e-05 0.00062426203811942298 -0.00025404037622659542 -0.0004366944315459356 0.00057669595209203315
leaf_weight=0.0014139582052568184 0.0010087079362341685 0.0014041129791546097 0.0011916398188830375 0.001667542600277511 0.0016143967076909225 0.0010433019314087027 0.0011154395663730591 0.0010575660011800103 0.0010336986208612231
leaf_count=185 435 580 669 377 230 97 360 105 83
internal_value=0 4.29418e-05 -2.38289e-05 -0.000161756 -0.000330675 0.00014565 -0.00062728 3.19442e-06 0.000193258
internal_weight=0 0.0115417 0.0101375 0.00558902 0.00392148 0.00454852 0.00230708 0.00350522 0.00244766
internal_count=3121 2686 2106 1636 1259 470 1029 373 268
is_linear=0
shrinkage=0.00196078


Tree=4588
num_leaves=10
num_cat=0
split_feature=131 14 49 47 4 3 52 1 1
split_gain=4.12507e-05 6.03104e-05 7.67245e-05 8.33922e-05 0.000113871 8.2701e-05 6.31183e-05 8.67726e-05 7.05163e-05
threshold=0.088610000000000008 -1.0000000180025095e-35 0.065470000000000014 0.096300000000000011 0.16173500000000005 -0.12711499999999995 0.090245000000000006 0.086560000000000012 0.095285000000000022
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 -3 7 -7 -9
right_child=-2 2 -4 -5 -6 6 -8 8 -10
leaf_value=-0.00042536718092300142 -0.00037874166493808212 -0.00051674256018262798 0.00058571577700193144 -0.00046469463995854382 0.00066996484293678862 0.00057805887116512517 -0.00026852096598871237 -0.00031109528037974649 0.00036637438003799097
leaf_weight=0.0010186319303164037 0.0010496604029248723 0.0010302820103840508 0.0010170275181160633 0.0011943018202888473 0.0011194760153039615 0.001550798600105598 0.0013960524871287159 0.0013599053804891304 0.0010443311933907113
leaf_count=136 443 198 530 128 218 666 376 231 195
internal_value=0 2.85318e-05 7.61376e-05 1.65348e-05 9.31573e-05 -8.03135e-06 8.99144e-05 0.000216435 -1.6822e-05
internal_weight=0 0.0107308 0.00971218 0.00869515 0.00750085 0.00638137 0.00535109 0.00395504 0.00240424
internal_count=3121 2678 2542 2012 1884 1666 1468 1092 426
is_linear=0
shrinkage=0.00196078


Tree=4589
num_leaves=9
num_cat=0
split_feature=457 1 52 0 13 4 1 2
split_gain=1.88532e-05 4.11517e-05 4.60545e-05 5.80284e-05 5.90104e-05 5.45166e-05 0.000104093 2.33983e-05
threshold=0.045365000000000009 0.12500000000000003 0.11434500000000002 -0.084269999999999984 -0.077799999999999994 0.053180000000000012 0.10612500000000001 0.09167500000000002
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 5 -5 -1 -7 -6
right_child=-2 -3 -4 4 7 6 -8 -9
leaf_value=-0.028584268562879763 0.010777712942665302 0.014929371157426369 -0.024193461587621003 0.027104826336843565 -0.011923111699787766 0.022341845494393161 -0.020960835380145065 0.0092897880508800729
leaf_weight=0.0011216816797084642 0.0013932181213190268 0.0012686213521516535 0.0010293490261932409 0.001091031918338055 0.0010692280070861721 0.0010045557769684018 0.001240801395551494 0.0010122391268515187
leaf_count=748 289 261 434 254 513 175 72 375
internal_value=0 -0.00173846 -0.00453216 -0.00143739 0.00826705 -0.0105811 -0.00158754 -0.00160706
internal_weight=0 0.00883751 0.00756889 0.00653954 0.0031725 0.00336704 0.00224536 0.00208147
internal_count=3121 2832 2571 2137 1142 995 247 888
is_linear=0
shrinkage=0.1


Tree=4590
num_leaves=8
num_cat=0
split_feature=50 47 1 48 16 3 47
split_gain=1.69119e-05 3.5592e-05 4.63816e-05 5.96193e-05 5.64121e-05 5.10148e-05 1.54106e-05
threshold=0.088425000000000017 0.087235000000000021 0.077565000000000009 0.086035000000000014 -0.022939999999999999 -0.084074999999999997 0.11069000000000002
decision_type=2 2 2 2 2 2 2
left_child=1 2 5 4 -4 -1 -3
right_child=-2 6 3 -5 -6 -7 -8
leaf_value=-0.019459716351169679 -0.012188032337898948 -0.017747673131262975 0.037370009619420684 -0.0051752717723796728 0.0073067793414772989 0.0063672009433139321 -0.0009406611970339358
leaf_weight=0.00128617149723951 0.0010288486623189772 0.0011526376956457044 0.0011648083847306391 0.0012924686975843598 0.0013447674339413041 0.0018867222535413962 0.0010358179886308665
leaf_count=595 560 180 340 189 386 749 122
internal_value=0 0.00133352 0.00482449 0.0122739 0.0212605 -0.00410206 -0.00979275
internal_weight=0 0.00916339 0.00697494 0.00380204 0.00250958 0.00317289 0.00218846
internal_count=3121 2561 2259 915 726 1344 302
is_linear=0
shrinkage=0.1


Tree=4591
num_leaves=10
num_cat=0
split_feature=48 48 51 42 3 160 133 1 1
split_gain=6.43124e-05 8.46022e-05 7.97353e-05 8.37845e-05 8.18941e-05 5.79702e-05 4.53403e-05 0.00010886 6.77495e-05
threshold=0.12230500000000001 0.092475000000000016 0.086310000000000012 0.086325000000000013 -0.082974999999999979 -0.081969999999999987 0.076280000000000014 0.079415000000000013 0.092695000000000013
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 5 -5 -1 7 -7 -9
right_child=-2 -3 -4 4 -6 6 -8 8 -10
leaf_value=0.00056942790794136961 -0.00047774281788563906 0.00050970124787877121 -0.00053218196777139032 9.3356145234618418e-05 -0.00065014457520983328 -0.00056716242549475929 0.00040513418941405115 0.00056339837609760651 -5.6969140996449985e-05
leaf_weight=0.00107813912280969 0.0010094454152674041 0.0012967677155831811 0.0010559916662337071 0.0011243698373287418 0.0011543172815923818 0.0010651764680453223 0.0011955566176092202 0.0010515529691347803 0.0018991872210275173
leaf_count=245 108 257 320 231 676 473 332 159 320
internal_value=0 3.95458e-05 -2.38025e-05 3.88522e-05 -0.00028328 0.000155559 6.99382e-05 -2.98512e-05 0.000164111
internal_weight=0 0.0109211 0.00962429 0.0085683 0.00227869 0.00628961 0.00521147 0.00401592 0.00295074
internal_count=3121 3013 2756 2436 907 1529 1284 952 479
is_linear=0
shrinkage=0.00196078


Tree=4592
num_leaves=7
num_cat=0
split_feature=12 0 15 49 15 0
split_gain=1.61574e-05 3.07993e-05 5.68725e-05 9.99349e-05 9.06094e-05 6.87733e-05
threshold=0.10711000000000002 -0.019414999999999998 -0.0088349999999999974 -0.043469999999999995 -0.10091499999999999 -0.10011499999999998
decision_type=2 2 2 2 2 2
left_child=1 2 3 -1 -5 -4
right_child=-2 -3 5 4 -6 -7
leaf_value=0.014971877148216229 -0.011451006951253936 0.013173762053276614 0.028373964727497827 -0.0049255155740320251 -0.039848019078287937 -0.0031661356586281096
leaf_weight=0.0012781295028211543 0.0011044180269659037 0.0017752724279201078 0.0011507675184853077 0.0019585663953978309 0.0011970319900055965 0.0017316809106681734
leaf_count=269 285 318 155 421 638 1035
internal_value=0 0.00135796 -0.00150915 -0.0086181 -0.0181729 0.0094257
internal_weight=0 0.00909145 0.00731618 0.00443373 0.0031556 0.00288245
internal_count=3121 2836 2518 1328 1059 1190
is_linear=0
shrinkage=0.1


Tree=4593
num_leaves=10
num_cat=0
split_feature=48 48 51 2 2 4 133 0 4
split_gain=4.58414e-05 8.73032e-05 8.47856e-05 6.5383e-05 6.69986e-05 9.9615e-05 7.16691e-05 7.52096e-05 0.000196494
threshold=0.12230500000000001 0.092475000000000016 0.086310000000000012 0.11293500000000002 0.10097500000000002 0.16173500000000005 -0.0061299999999999992 -0.10096999999999999 -0.082109999999999975
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 -1 -8 -9
right_child=-2 -3 -4 -5 -6 -7 7 8 -10
leaf_value=-0.00053593682472896523 -0.00040675327513867686 0.00050243176326614843 -0.0005603496932906467 0.00043188606700965524 -0.00045927894420932312 0.00056229625641867199 0.00041371947265329731 0.00040209447755920109 -0.00068677963226604333
leaf_weight=0.0010474353528397698 0.0010250097451296033 0.0013074530473808988 0.0010612087054554077 0.0013019311426713098 0.0012456006226771099 0.0011403685173276053 0.0013612465169324261 0.0012407876967142329 0.0013097431083253942
leaf_count=551 108 257 320 338 257 158 112 269 751
internal_value=0 2.6772e-05 -3.72867e-05 2.69057e-05 -4.48769e-05 3.97485e-05 -8.04112e-05 4.15625e-05 -0.000157062
internal_weight=0 0.0110158 0.00970832 0.00864711 0.00734518 0.00609958 0.00495921 0.00391178 0.00255053
internal_count=3121 3013 2756 2436 2098 1841 1683 1132 1020
is_linear=0
shrinkage=0.00196078


Tree=4594
num_leaves=7
num_cat=0
split_feature=42 16 151 43 16 1
split_gain=1.55527e-05 2.38503e-05 4.37438e-05 6.63151e-05 7.54348e-05 8.42922e-05
threshold=-1.0000000180025095e-35 -0.36241499999999999 -0.0052199999999999989 -0.074359999999999996 -0.056919999999999991 0.083835000000000007
decision_type=2 2 2 2 2 2
left_child=-1 -2 -3 -4 -5 -6
right_child=1 2 3 4 5 -7
leaf_value=-0.008631282274496577 -0.008533048721158466 0.020747373398515703 0.01818018720642775 0.0092750960777541486 0.0021757123001806228 -0.037583350222282909
leaf_weight=0.0017453850450980272 0.0017835785379069881 0.0013253567024241585 0.0015120855664658766 0.0016848791164018229 0.0010008612669136123 0.0011412641516274484
leaf_count=862 340 399 512 462 239 307
internal_value=0 0.00173778 0.00448652 0.000449977 -0.0065554 -0.0190068
internal_weight=0 0.00844803 0.00666445 0.00533909 0.003827 0.00214213
internal_count=3121 2259 1919 1520 1008 546
is_linear=0
shrinkage=0.1


Tree=4595
num_leaves=8
num_cat=0
split_feature=1 42 2 13 0 13 16
split_gain=1.66695e-05 4.95813e-05 3.07713e-05 5.36982e-05 4.63745e-05 4.41708e-05 3.31895e-05
threshold=0.12500000000000003 0.092145000000000019 0.099185000000000009 -0.017449999999999997 -0.077809999999999976 -0.08971999999999998 -0.090344999999999995
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 -1 6 -4 -5
right_child=-2 -3 5 4 -6 -7 -8
leaf_value=-0.017969470348360911 0.0103716712746031 -0.019730986693170749 0.026382896878704817 0.0085359865453193857 0.021504562065789302 0.00026705050263471674 -0.016919931344389034
leaf_weight=0.0016519676143777265 0.0013365663415854942 0.0012895895800769941 0.0010210749110003813 0.0010092789902206383 0.0010449045768528577 0.0017707523022996016 0.0010399027971003047
leaf_count=920 279 566 89 152 210 462 443
internal_value=0 -0.00161176 0.0014881 -0.00341224 0.00436003 0.00981859 -0.00438218
internal_weight=0 0.00882747 0.00753788 0.00474605 0.00309409 0.00279183 0.00204918
internal_count=3121 2842 2276 1725 805 551 595
is_linear=0
shrinkage=0.1


Tree=4596
num_leaves=10
num_cat=0
split_feature=133 133 160 15 3 51 16 15 42
split_gain=7.849e-05 0.000102697 6.16049e-05 6.52946e-05 0.000111995 9.83034e-05 0.000180962 7.83363e-05 6.06445e-05
threshold=0.10622000000000002 0.089755000000000015 0.086325000000000013 -0.11713499999999999 -0.082974999999999979 0.078435000000000019 -0.088394999999999987 -0.016799999999999995 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 8 6 -6 -8 -5
right_child=-2 -3 -4 4 5 -7 7 -9 -10
leaf_value=-0.00027739620058324892 -0.00051644613441049916 0.00063544195082595968 -0.00039824327100012409 0.00018135296947316613 -0.00086023350704725809 0.00051472397434833652 -0.00023572096034012234 0.00039860289879945507 0.00083800810394862955
leaf_weight=0.001922365849799634 0.0010521096027457386 0.0010250618950486444 0.0013965286486863964 0.0011050973103889836 0.0010664267768823849 0.0010181967860133255 0.0015020041368095541 0.0014920899430717173 0.0010587936325597536
leaf_count=370 435 224 282 496 234 212 272 332 264
internal_value=0 4.28992e-05 -1.46109e-05 4.38457e-05 0.000129111 -3.00446e-05 -0.000166648 8.03908e-05 0.000502655
internal_weight=0 0.0115866 0.0105615 0.00916497 0.00724261 0.00507872 0.00406052 0.00299409 0.00216389
internal_count=3121 2686 2462 2180 1810 1050 838 604 760
is_linear=0
shrinkage=0.00196078


Tree=4597
num_leaves=8
num_cat=0
split_feature=4 16 2 2 52 0 52
split_gain=1.54164e-05 3.37624e-05 4.89253e-05 5.88031e-05 5.34572e-05 5.09255e-05 7.76964e-05
threshold=0.27287000000000006 -0.36241499999999999 0.10981000000000002 0.095195000000000016 -0.088204999999999992 -0.10607499999999999 0.083680000000000018
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 -6 -7
right_child=-2 2 -4 -5 5 6 -8
leaf_value=-0.017992783662537419 0.0094344678060041161 -0.017498406766257159 0.016929389248829748 -0.021891702193487295 0.023335508941672935 -0.018151396620095305 0.018190534271335171
leaf_weight=0.0011021285525423608 0.0014705234020186289 0.0010933654509633077 0.0014980973180036324 0.0013235951201921925 0.0013290189384282292 0.001256271955274437 0.0011063633744598385
leaf_count=139 352 359 370 394 121 750 636
internal_value=0 -0.00163521 0.000734818 -0.00323679 0.00192338 0.00767558 -0.00113337
internal_weight=0 0.00870884 0.00760671 0.00610861 0.00478502 0.00369165 0.00236264
internal_count=3121 2769 2630 2260 1866 1507 1386
is_linear=0
shrinkage=0.1


Tree=4598
num_leaves=11
num_cat=0
split_feature=484 151 4 2 42 42 47 133 2 0
split_gain=0.000127801 4.04344e-05 0.000107659 8.06015e-05 6.1755e-05 0.000119033 0.000115742 0.000105946 0.000147739 6.49062e-05
threshold=-1.0000000180025095e-35 -0.0083949999999999979 0.27044500000000005 0.092875000000000013 0.092395000000000019 0.084635000000000016 0.09550500000000002 0.083950000000000011 0.089885000000000007 -0.10011499999999998
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 3 4 -2 5 6 7 8 -3 -10
right_child=1 2 -4 -5 -6 -7 -8 -9 9 -11
leaf_value=-0.00068175831561744502 0.00019636365479244337 -0.00089338946711975625 0.00069148089918216738 -0.00056786478523140589 -0.00034818862398303363 0.00067891661269443555 0.00054229740329618287 0.00036687072687665179 0.00029771578191551155 -0.00038224523467037734
leaf_weight=0.001005739529528646 0.0010327495988614556 0.0011683609324852403 0.0010605995140485101 0.0010912051816720642 0.0013952127509108091 0.0011520561866775816 0.0011462694611512128 0.0011143215567039995 0.0011265308396824006 0.0010361707693999625
leaf_count=515 253 452 266 180 395 394 92 202 101 271
internal_value=0 4.75842e-05 0.000103884 -0.000196267 2.73128e-05 0.000105001 -1.3244e-05 -0.000156494 -0.000331572 -2.806e-05
internal_weight=0 0.0113235 0.00919952 0.00212395 0.00813892 0.00674371 0.00559165 0.00444538 0.00333106 0.0021627
internal_count=3121 2606 2173 433 1907 1512 1118 1026 824 372
is_linear=0
shrinkage=0.00196078


Tree=4599
num_leaves=7
num_cat=0
split_feature=51 40 2 3 4 42
split_gain=1.67823e-05 2.5945e-05 4.24359e-05 0.000143062 3.96195e-05 8.16997e-05
threshold=-0.090529999999999985 -0.013874999999999998 0.11215000000000001 0.095270000000000007 0.053180000000000012 0.08623500000000002
decision_type=2 2 2 2 2 2
left_child=-1 -2 3 4 5 -3
right_child=1 2 -4 -5 -6 -7
leaf_value=0.010577715806847155 0.013569642920597026 -0.025481440743271057 -0.016255326744864181 0.034903797239532484 0.006112919511364362 0.007168027303732733
leaf_weight=0.0012982618536459866 0.0010011945626381908 0.0019786399801715888 0.0019644618502215883 0.0010138134135438204 0.0016763901772467978 0.0012509912989126688
leaf_count=407 288 1040 324 108 237 717
internal_value=0 -0.00159417 -0.00351976 0.000706459 -0.00636031 -0.0128347
internal_weight=0 0.00888549 0.0078843 0.00591983 0.00490602 0.00322963
internal_count=3121 2714 2426 2102 1994 1757
is_linear=0
shrinkage=0.1


Tree=4600
num_leaves=8
num_cat=0
split_feature=12 3 12 43 43 52 16
split_gain=1.82777e-05 2.75518e-05 3.05041e-05 3.57786e-05 7.21848e-05 8.04402e-05 3.82707e-05
threshold=0.10711000000000002 0.13524500000000003 0.092355000000000007 -0.092909999999999979 -0.061959999999999994 -0.0064899999999999992 -0.25582999999999995
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 -1 -5 -6 -7
right_child=-2 -3 -4 4 5 6 -8
leaf_value=-0.012916003513824973 -0.012174504832442713 0.01653578499727331 -0.014443480634926105 0.028604262646125145 -0.018190611801481165 -0.0044302961899027691 0.019834349534059152
leaf_weight=0.0012698054800434413 0.0011057231477911615 0.0010671830937845983 0.0013226533177025527 0.0010993299860132984 0.0015642079658925523 0.0010731673317100512 0.0016484759787980413
leaf_count=264 285 179 634 728 298 145 588
internal_value=0 0.00144567 -0.000572965 0.00218375 0.00574421 -0.00011944 0.0102666
internal_weight=0 0.00904482 0.00797764 0.00665499 0.00538518 0.00428585 0.00272164
internal_count=3121 2836 2657 2023 1759 1031 733
is_linear=0
shrinkage=0.1


Tree=4601
num_leaves=11
num_cat=0
split_feature=484 16 151 133 43 4 2 15 16 13
split_gain=0.000126915 7.27866e-05 0.000176335 9.94396e-05 9.87151e-05 8.36751e-05 8.18669e-05 0.000149226 6.59485e-05 4.8113e-05
threshold=-1.0000000180025095e-35 -0.014034999999999997 -0.044604999999999992 0.083950000000000011 -0.0037449999999999996 -0.49405499999999997 0.088475000000000012 -0.074054999999999996 0.26676500000000009 -0.004174999999999999
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 -4 -3 -6 -8 9 -7
right_child=1 5 3 -5 6 8 7 -9 -10 -11
leaf_value=-0.00067558800977930331 -0.00081030101731505806 -0.00025049699530319111 -0.00060133965617931173 0.0005721251373482204 -0.00032614702647078102 0.00086475853812909476 0.00075948510271500226 -0.00024263970808743708 8.505301115175299e-06 0.00031064226173921756
leaf_weight=0.0010250903533123414 0.0010866484770138138 0.0010833431389234149 0.001061362644252863 0.0011308641702453392 0.0012377850522716075 0.0010883240844849181 0.0012439201621738472 0.0010565250140957506 0.0012808072837224259 0.0013494382640211995
leaf_count=515 173 131 514 431 262 396 159 128 241 171
internal_value=0 4.41326e-05 -8.61175e-05 5.12071e-05 -7.68667e-05 0.000229044 8.04594e-05 0.000299239 0.00036875 0.000558024
internal_weight=0 0.011619 0.00681711 0.00573046 0.00459959 0.00480191 0.00353823 0.00230045 0.00371857 0.00243776
internal_count=3121 2606 1667 1494 1063 939 549 287 808 567
is_linear=0
shrinkage=0.00196078


Tree=4602
num_leaves=9
num_cat=0
split_feature=48 0 48 16 159 16 2 2
split_gain=5.5266e-05 0.00010886 4.90298e-05 5.38343e-05 7.70306e-05 0.000111767 0.000152157 2.93896e-05
threshold=0.11951500000000001 -0.17169499999999996 0.086665000000000006 -0.15241499999999997 0.076905000000000015 0.38525000000000004 0.088930000000000023 0.091185000000000002
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 3 7 5 6 -5 -3
right_child=-2 2 -4 4 -6 -7 -8 -9
leaf_value=0.0004708102110646459 -0.00043663612593235093 0.00040721227781026649 0.00034961039213604259 -0.00015207214852510831 0.00028055429025584716 0.00017040634016314132 -0.0010035769748611614 -5.9761283659246326e-05
leaf_weight=0.0018612945181009826 0.0010253491043450301 0.0010027455865362022 0.0010359611436573969 0.0019621800424364081 0.0010362806793840391 0.0013285047367139697 0.0013702494036486059 0.0010722455482293949
leaf_count=165 114 170 355 1035 312 253 532 185
internal_value=0 3.99576e-05 -5.10879e-05 -0.000104497 -0.000202981 -0.000310487 -0.000502199 0.000165905
internal_weight=0 0.0106695 0.00880817 0.00777221 0.00569721 0.00466093 0.00333243 0.00207499
internal_count=3121 3007 2842 2487 2132 1820 1567 355
is_linear=0
shrinkage=0.00196078


Tree=4603
num_leaves=8
num_cat=0
split_feature=16 1 15 16 16 51 12
split_gain=1.60495e-05 4.87783e-05 5.28748e-05 3.83814e-05 4.12296e-05 5.46601e-05 8.86097e-05
threshold=0.38525000000000004 0.077565000000000009 0.035560000000000008 -0.008904999999999998 -0.071854999999999988 0.081440000000000026 0.088105000000000003
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 4 5 6 -3
right_child=-2 3 -4 -5 -6 -7 -8
leaf_value=-0.025470994857679643 0.010053312196393376 -0.023947563019230178 0.0020371697734641804 0.017440423633302459 -0.018454940144896577 0.022658028756946932 0.01452125299530751
leaf_weight=0.0014820360128378889 0.0013627086400277199 0.0011735903182429246 0.0013221093308297749 0.0014817607001224378 0.0010513072093187008 0.001093817567463861 0.0012225071353736353
leaf_count=733 311 306 778 356 235 168 234
internal_value=0 -0.0016068 -0.0125013 0.00346542 -0.0010945 0.00413519 -0.00432048
internal_weight=0 0.00882713 0.00280415 0.00602298 0.00454122 0.00348992 0.0023961
internal_count=3121 2810 1511 1299 943 708 540
is_linear=0
shrinkage=0.1


Tree=4604
num_leaves=8
num_cat=0
split_feature=50 15 16 2 48 15 4
split_gain=1.79902e-05 3.42614e-05 5.06713e-05 6.55052e-05 4.88823e-05 6.93339e-05 7.64793e-05
threshold=0.088425000000000017 -0.15914499999999995 -0.084119999999999986 0.092755000000000018 0.084855000000000014 -0.016799999999999995 -0.084369999999999987
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 -3 5 -4 -7
right_child=-2 2 4 -5 -6 6 -8
leaf_value=0.01858685418491271 -0.012591525949635744 0.00097686914967888105 -0.021512462971692188 -0.028679434273295553 0.024418232216371905 -0.0064766668001446639 0.026342247211879867
leaf_weight=0.0010257117779820879 0.0010271033368981731 0.0018694259944874731 0.0010650293008672386 0.0012380642084899214 0.0010658743465735082 0.0015697149714056324 0.0012965603658800216
leaf_count=314 560 441 373 242 274 380 537
internal_value=0 0.00136764 -0.000811586 -0.0108386 0.00542369 0.0002738 0.00836898
internal_weight=0 0.00913038 0.00810467 0.00310749 0.00499718 0.0039313 0.00286628
internal_count=3121 2561 2247 683 1564 1290 917
is_linear=0
shrinkage=0.1


Tree=4605
num_leaves=8
num_cat=0
split_feature=0 0 15 52 3 16 42
split_gain=1.67035e-05 4.29825e-05 4.78661e-05 4.39474e-05 3.93676e-05 3.63005e-05 3.4409e-05
threshold=-0.060129999999999996 -0.083914999999999976 -0.0088349999999999974 -0.0027449999999999996 0.076840000000000006 -0.36241499999999999 0.075730000000000006
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 -1 6 -5 -2
right_child=4 -3 -4 5 -6 -7 -8
leaf_value=-0.018615044165417018 0.026519445587118093 -0.019307722316909578 0.014478483224675352 -0.0083309180818851927 -0.0092457182495305178 0.016981746093853379 0.0011186971733516237
leaf_weight=0.0015112188689573574 0.0010686706140147712 0.0012876184114720933 0.0017824970104568872 0.0012248975716318863 0.0011294127229839199 0.0010540952480390495 0.0010645752298393913
leaf_count=450 238 1065 533 232 125 268 210
internal_value=0 -0.00284078 0.000964038 -0.00539166 0.00585083 0.00337687 0.0138435
internal_weight=0 0.00686033 0.00557271 0.00379021 0.00326266 0.00227899 0.00213325
internal_count=3121 2548 1483 950 573 500 448
is_linear=0
shrinkage=0.1


Tree=4606
num_leaves=8
num_cat=0
split_feature=12 0 42 3 13 4 48
split_gain=1.74053e-05 2.88371e-05 4.12548e-05 6.71379e-05 7.65529e-05 5.38716e-05 0.000114695
threshold=0.10711000000000002 -0.019414999999999998 0.091295000000000015 -0.078934999999999991 -0.011914999999999999 0.08184000000000001 0.086260000000000017
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 -1 -5 6 -6
right_child=-2 -3 -4 4 5 -7 -8
leaf_value=-0.024045802519720771 -0.011915822152316817 0.012927387227987705 0.015173112727984521 0.021712263433494007 0.02145239830571799 -0.025980540230978663 -0.023651766809462207
leaf_weight=0.0013930373830350487 0.0010989089270688731 0.0017523335648032892 0.0012481242536043187 0.0012869195749999401 0.0012771174988031302 0.0010323372788861524 0.0010093584653782101
leaf_count=1284 285 318 547 312 155 105 115
internal_value=0 0.00141564 -0.00136795 -0.00480954 0.00100861 -0.00701954 0.00154129
internal_weight=0 0.00899923 0.00724689 0.00599877 0.00460573 0.00331881 0.00228648
internal_count=3121 2836 2518 1971 687 375 270
is_linear=0
shrinkage=0.1


Tree=4607
num_leaves=10
num_cat=0
split_feature=42 47 133 42 13 1 4 2 16
split_gain=6.28456e-05 5.91156e-05 6.97846e-05 8.60196e-05 8.53216e-05 0.000131871 0.000114954 5.97991e-05 1.02328e-05
threshold=0.10194000000000002 0.11069000000000002 0.083950000000000011 -1.0000000180025095e-35 -0.023499999999999997 0.086560000000000012 0.053180000000000012 0.088850000000000012 -0.07550999999999998
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 7 -6 -7 -5 -4
right_child=-2 -3 8 4 5 6 -8 -9 -10
leaf_value=-0.00062948934021780261 -0.00047747340543284313 0.00042760218719323971 0.00044408337428633392 -0.0006773755082703025 0.00070183400427703384 -0.00042777414908149694 0.0003224491019950522 -4.8936595962361614e-05 0.00016445447065360286
leaf_weight=0.0010440689792334959 0.0010229365037963496 0.0012751049056033198 0.0010031977886958466 0.001033986472872551 0.0011697608463665425 0.0016430013589529004 0.001504096146458536 0.0013321499537911226 0.0010093896928471382
leaf_count=654 355 148 276 469 126 211 114 266 502
internal_value=0 3.06008e-05 -2.13742e-05 -0.000106079 -2.43078e-05 0.000139717 -6.9219e-05 -0.00032356 0.000303839
internal_weight=0 0.0110148 0.00973965 0.00772706 0.00668299 0.00431686 0.0031471 0.00236614 0.00201259
internal_count=3121 2766 2618 1840 1186 451 325 735 778
is_linear=0
shrinkage=0.00196078


Tree=4608
num_leaves=9
num_cat=0
split_feature=15 151 0 160 133 2 13 52
split_gain=3.39665e-05 5.82793e-05 4.68732e-05 4.86069e-05 8.63992e-05 6.606e-05 0.000126286 2.28414e-05
threshold=-0.24436499999999997 -0.086944999999999981 0.15398500000000004 -1.0000000180025095e-35 -1.0000000180025095e-35 0.10774000000000002 -0.061684999999999997 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 -5 6 -6 -8
right_child=1 2 -4 4 5 -7 7 -9
leaf_value=0.0003443441326276445 0.00041291913125601965 -0.00045662440570636589 0.00031297564687634042 -0.00056987536025638014 0.00064791271416972363 -0.00028577544464940057 -0.00031223107648184869 6.4477593723972723e-05
leaf_weight=0.0010044343019618924 0.0010141446275514993 0.0014541974592148163 0.0010268926009479326 0.0010819816033266309 0.0013985255908165171 0.0017303372049967854 0.0010162831536019658 0.0015823319770364092
leaf_count=253 248 737 55 664 397 299 181 287
internal_value=0 -3.33945e-05 -8.21135e-05 -0.00013121 -6.17157e-05 3.42811e-05 0.000172832 -8.28481e-05
internal_weight=0 0.0103047 0.00929055 0.00826366 0.00680946 0.00572748 0.00399714 0.00259862
internal_count=3121 2868 2620 2565 1828 1164 865 468
is_linear=0
shrinkage=0.00196078


Tree=4609
num_leaves=8
num_cat=0
split_feature=4 42 49 160 16 16 52
split_gain=2.03906e-05 3.36273e-05 3.80642e-05 6.44903e-05 4.90346e-05 8.05809e-05 3.4013e-05
threshold=0.27287000000000006 0.092145000000000019 -0.00064499999999999985 0.079055000000000014 0.22339500000000004 -0.088394999999999987 0.0031350000000000002
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 -1 5 -4 -7
right_child=-2 -3 4 -5 -6 6 -8
leaf_value=-0.026392021160248025 0.010854505487088065 -0.016795327384855965 -0.008572344362291727 0.0069929804501321332 -0.012654677016572559 0.011566282634083849 0.035033267286223628
leaf_weight=0.0011712378014935498 0.0014681419518958972 0.0012883827150148306 0.0013744374401086167 0.0011435618754693858 0.0011401602915267232 0.0014578454313557893 0.001071649593964768
leaf_count=340 352 544 436 177 275 519 478
internal_value=0 -0.00189175 0.00071754 -0.0098991 0.00558965 0.010918 0.0215083
internal_weight=0 0.00864728 0.00735889 0.0023148 0.00504409 0.00390393 0.0025295
internal_count=3121 2769 2225 517 1708 1433 997
is_linear=0
shrinkage=0.1


Tree=4610
num_leaves=7
num_cat=0
split_feature=16 1 15 150 16 16
split_gain=1.69538e-05 5.00467e-05 4.92326e-05 2.80701e-05 5.367e-05 4.67965e-05
threshold=0.38525000000000004 0.077565000000000009 0.083935000000000023 0.080470000000000014 -0.27167499999999994 -0.056919999999999991
decision_type=2 2 2 2 2 2
left_child=1 2 -1 4 -3 -6
right_child=-2 3 -4 -5 5 -7
leaf_value=-0.024585424566791275 0.010378356178135414 -0.019199856731443365 0.0022892146717672069 0.015568741145778248 0.017588390354549097 -0.0059740302527397727
leaf_weight=0.0015500613339622636 0.0013532092847703967 0.0011354688199599785 0.0012167348396146082 0.0014575363242829006 0.0017044899507938957 0.0016674969857940608
leaf_count=805 311 218 706 295 382 404
internal_value=0 -0.00165084 -0.012767 0.00350524 -0.000395629 0.00593643
internal_weight=0 0.00873179 0.0027668 0.00596499 0.00450746 0.00337199
internal_count=3121 2810 1511 1299 1004 786
is_linear=0
shrinkage=0.1


Tree=4611
num_leaves=10
num_cat=0
split_feature=48 48 51 0 12 12 42 15 43
split_gain=6.48458e-05 0.000107671 0.000115128 0.00010167 7.36812e-05 8.93308e-05 8.76058e-05 8.97082e-05 6.11588e-05
threshold=0.12230500000000001 0.092475000000000016 0.087505000000000013 -0.17169499999999996 0.097825000000000009 0.10711000000000002 0.086325000000000013 -0.016799999999999995 -0.0030899999999999994
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 6 -6 7 -5 -9
right_child=-2 -3 -4 4 5 -7 -8 8 -10
leaf_value=0.00060573949393385779 -0.00048506447224108288 0.00054340472059434162 -0.00066390656659486426 -0.00039559644562151621 0.00068342788164787603 -0.00010991826937868551 -0.0005329235185536754 0.0005274869662901182 -7.8455196715562669e-05
leaf_weight=0.0010530753439933075 0.0010070094759952923 0.0013991951072617357 0.0010132057684080964 0.0014273640343864438 0.0010288063753192433 0.0011619981623917195 0.0017023952260523762 0.0012528787631658283 0.0013100224172518363
leaf_count=111 108 257 307 422 187 212 762 472 283
internal_value=0 3.41113e-05 -3.75087e-05 3.3511e-05 -4.29275e-05 0.000262639 -0.000160524 -1.64425e-06 0.000217761
internal_weight=0 0.0113489 0.00994975 0.00893654 0.00788346 0.0021908 0.00569266 0.00399027 0.0025629
internal_count=3121 3013 2756 2449 2338 399 1939 1177 755
is_linear=0
shrinkage=0.00196078


Tree=4612
num_leaves=9
num_cat=0
split_feature=48 48 51 2 52 12 4 4
split_gain=4.66244e-05 0.000104619 9.02566e-05 7.74557e-05 5.75737e-05 6.37559e-05 4.97346e-05 5.87698e-05
threshold=0.11951500000000001 0.092475000000000016 0.086310000000000012 0.11293500000000002 0.090245000000000006 0.095110000000000014 0.055260000000000011 -0.04890499999999999
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 7 -1
right_child=-2 -3 -4 -5 -6 -7 -8 -9
leaf_value=-0.00021826105553565396 -0.00041176332168047078 0.00055355842194512619 -0.000590568350749144 0.00045875255189452036 -0.00037340692800740943 0.00042807790110028436 -0.00041476465250414666 0.00033445212701910151
leaf_weight=0.0014750406770645381 0.0010366860267468228 0.0012638968869663871 0.0010449898612115123 0.0013088666689276768 0.0017136261748679892 0.0012462078411571058 0.001197223643709425 0.0014835024622589063
leaf_count=627 114 251 320 338 475 295 203 498
internal_value=0 2.36826e-05 -4.70404e-05 2.038e-05 -6.02557e-05 3.90829e-05 -7.75668e-05 5.88859e-05
internal_weight=0 0.0107334 0.00946946 0.00842447 0.0071156 0.00540197 0.00415577 0.00295854
internal_count=3121 3007 2756 2436 2098 1623 1328 1125
is_linear=0
shrinkage=0.00196078


Tree=4613
num_leaves=10
num_cat=0
split_feature=42 42 403 15 42 52 1 1 3
split_gain=5.40423e-05 6.73472e-05 6.21084e-05 0.000141599 6.45185e-05 5.58628e-05 8.27615e-05 8.99437e-05 0.000177153
threshold=0.10256000000000001 0.091295000000000015 0.03138500000000001 0.079055000000000014 0.075730000000000006 0.11434500000000002 0.086560000000000012 0.094465000000000007 0.11296500000000002
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 -1 -8 -9
right_child=-2 -3 -4 -5 -6 -7 7 8 -10
leaf_value=0.00055242853355813679 -0.00043952664415954507 0.00046483377940164549 0.00041316796378249347 -0.00073973609505671733 -0.00043065282631701211 -0.00033233766542820439 -0.00044651008545955963 0.0006504894402599745 -0.00031607948043157157
leaf_weight=0.001549939202320094 0.0010053179461725565 0.0012457379625823431 0.0011330920812413414 0.0010793440877106359 0.0010599292223936628 0.0010181701799064791 0.0011428298516642883 0.001571146101679733 0.0013601449114792521
leaf_count=269 346 357 291 675 538 120 79 288 158
internal_value=0 3.51241e-05 -1.88676e-05 -7.46139e-05 1.85932e-05 9.02813e-05 0.000166792 2.00816e-05 0.000201993
internal_weight=0 0.0111603 0.0099146 0.0087815 0.00770216 0.00664223 0.00562406 0.00407412 0.00293129
internal_count=3121 2775 2418 2127 1452 914 794 525 446
is_linear=0
shrinkage=0.00196078


Tree=4614
num_leaves=11
num_cat=0
split_feature=133 133 42 15 2 151 0 13 16 15
split_gain=9.03348e-05 0.000105274 6.62393e-05 0.000108041 6.18158e-05 0.000106799 0.000112467 8.38439e-05 8.34082e-05 9.39686e-06
threshold=0.10622000000000002 0.089755000000000015 0.097315000000000026 0.035560000000000008 0.088850000000000012 -0.044604999999999992 -0.072269999999999987 -0.0021749999999999994 -0.08947999999999999 -0.09551999999999998
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 7 -6 8 -1 -7 -9
right_child=-2 -3 -4 -5 5 6 -8 9 -10 -11
leaf_value=-0.0006184623262961307 -0.0005527243644488591 0.00063506237237183078 0.00043038503119530755 -0.00049421459281038995 -0.0003721091464440204 0.00099982141101230874 -0.00012112117100774927 0.00018678450294359211 0.00023905207141277062 -7.8413646446142719e-05
leaf_weight=0.0010739676981575174 0.001049047216490454 0.0010669127310172595 0.0011633705275395393 0.0018234237606816655 0.0010233489848821436 0.00109270065797365 0.0012517551312942548 0.0010537725837245437 0.001124009064778772 0.0010022792761971203
leaf_count=510 435 224 204 768 178 174 261 66 188 113
internal_value=0 4.79557e-05 -1.10898e-05 -6.54661e-05 3.71063e-05 0.000184511 0.000348739 -0.000174431 0.000614064 5.75063e-05
internal_weight=0 0.0116755 0.0106086 0.00944526 0.00762183 0.00449181 0.00346846 0.00313002 0.00221671 0.00205605
internal_count=3121 2686 2462 2258 1490 801 623 689 362 179
is_linear=0
shrinkage=0.00196078


Tree=4615
num_leaves=10
num_cat=0
split_feature=0 16 14 15 16 0 150 0 2
split_gain=3.94008e-05 5.70914e-05 5.17857e-05 9.29371e-05 8.21072e-05 6.00459e-05 0.000137194 7.53713e-05 2.76401e-05
threshold=0.15398500000000004 0.26676500000000009 -1.0000000180025095e-35 -0.10653 -0.013324999999999998 -0.10224499999999999 0.081835000000000019 -0.083914999999999976 0.092120000000000021
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 5 6 -5 -7 -6
right_child=-2 -3 3 4 8 7 -8 -9 -10
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leaf_weight=0.0010057230926406669 0.0010645596568623636 0.0011864217423549822 0.0015620303593870729 0.0011781730331655495 0.001146078906288049 0.0012293435129920756 0.0011314075415111502 0.001262556049728722 0.0010174713241282544
leaf_count=140 60 362 381 149 466 531 107 707 218
internal_value=0 -3.98459e-05 1.06369e-05 6.02692e-05 -3.66719e-05 -0.000179579 -0.000407342 3.15193e-05 0.000280477
internal_weight=0 0.0107192 0.00953278 0.00852706 0.00696503 0.00480148 0.00230958 0.0024919 0.00216355
internal_count=3121 3061 2699 2559 2178 1494 256 1238 684
is_linear=0
shrinkage=0.00196078


Tree=4616
num_leaves=7
num_cat=0
split_feature=2 13 13 2 52 0
split_gain=2.01915e-05 5.94095e-05 4.80402e-05 4.71668e-05 3.13626e-05 4.17257e-05
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decision_type=2 2 2 2 2 2
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leaf_count=482 200 158 326 393 635 927
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internal_weight=0 0.00610502 0.00412918 0.00270884 0.00486857 0.00357176
internal_count=3121 2202 919 719 1720 1085
is_linear=0
shrinkage=0.1


Tree=4617
num_leaves=7
num_cat=0
split_feature=4 151 12 160 1 2
split_gain=1.97398e-05 3.17245e-05 3.67096e-05 4.84966e-05 5.19228e-05 3.65985e-05
threshold=0.27287000000000006 -0.024429999999999997 0.088305000000000008 1.0000000180025095e-35 0.080000000000000016 0.088555000000000009
decision_type=2 2 2 2 2 2
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right_child=-2 2 5 -5 -6 -7
leaf_value=0.011890709887670128 0.010613588847342361 0.013397575533303552 0.013980371044651777 -0.029779112569529576 -0.014168874360157672 -0.0070870336990465762
leaf_weight=0.0014061320213088297 0.0014826137623798362 0.0010507372257766803 0.0016281359003123279 0.0010184357261527801 0.0019537953068192366 0.0016708016113074812
leaf_count=451 352 570 516 200 323 709
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internal_weight=0 0.00872804 0.00732191 0.00402297 0.00300453 0.00329894
internal_count=3121 2769 2318 1093 893 1225
is_linear=0
shrinkage=0.1


Tree=4618
num_leaves=10
num_cat=0
split_feature=484 15 13 151 0 0 4 16 52
split_gain=0.000107681 5.07628e-05 0.000144557 0.000100417 0.000105637 0.000117079 0.0001093 0.00012697 5.49206e-05
threshold=-1.0000000180025095e-35 0.024640000000000006 -0.0034749999999999994 -0.044604999999999992 -0.13027499999999997 -0.078904999999999989 -0.49013999999999996 0.22339500000000004 -0.065544999999999978
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 -2 8 -6 -7 -8 -5
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leaf_weight=0.0010021897356831547 0.0016181924339277072 0.0018009954786272022 0.0010632702839556145 0.0010352896032038983 0.0013747008762017556 0.0010258699661135047 0.0013086185161121559 0.0010717294467218377 0.0010169917232085842
leaf_count=515 373 776 282 62 458 123 229 184 119
internal_value=0 4.42012e-05 -0.000181389 0.000120656 0.000224665 6.49344e-05 0.000259866 0.00049045 0.000596769
internal_weight=0 0.0113157 0.00286427 0.00845139 0.0068332 0.00478092 0.00340622 0.00238035 0.00205228
internal_count=3121 2606 1058 1548 1175 994 536 413 181
is_linear=0
shrinkage=0.00196078


Tree=4619
num_leaves=10
num_cat=0
split_feature=48 48 51 2 2 2 43 0 4
split_gain=4.41699e-05 8.92233e-05 8.89671e-05 8.14929e-05 6.21229e-05 6.93105e-05 7.92022e-05 0.000129065 6.80999e-05
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decision_type=2 2 2 2 2 2 2 2 2
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right_child=-2 -3 -4 -5 -6 -7 8 -9 -10
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leaf_weight=0.0011082888645689243 0.0010175591502213028 0.0012517049526921788 0.00103850030876691 0.0012992799051477792 0.0011996675578784246 0.001059194522400623 0.0012738487640919411 0.0014220773962097986 0.0010259366461818087
leaf_count=867 114 251 320 338 257 261 361 263 89
internal_value=0 2.85686e-05 -3.67419e-05 3.02819e-05 -5.24573e-05 3.03864e-05 -6.92237e-05 -0.000308594 0.000194146
internal_weight=0 0.0106785 0.00942679 0.00838829 0.00708901 0.00588935 0.00483015 0.00253037 0.00229979
internal_count=3121 3007 2756 2436 2098 1841 1580 1130 450
is_linear=0
shrinkage=0.00196078


Tree=4620
num_leaves=9
num_cat=0
split_feature=474 160 133 16 43 3 4 1
split_gain=6.22072e-05 7.92304e-05 9.36776e-05 5.24988e-05 7.91723e-05 0.000105086 0.000169008 0.000118408
threshold=0.084660000000000027 -1.0000000180025095e-35 -1.0000000180025095e-35 0.38525000000000004 -0.09225499999999999 0.10893000000000001 -0.0029599999999999995 0.092390000000000014
decision_type=2 2 2 2 2 2 2 2
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right_child=-2 2 3 -5 5 -7 7 -9
leaf_value=-0.00044188374242013021 0.00045504928644718104 -0.00044730850340572915 -0.00034776440040941979 0.00047544379639067859 0.00092515469121484239 -0.00027128903105334731 -0.00043079040888273172 0.00045434862458006137
leaf_weight=0.0016816076573306837 0.0010244402273262296 0.0013993748044993154 0.0015885808272022763 0.0012291802321628955 0.0012356137818583493 0.0015591248618324546 0.0011212794234771101 0.001206026625837529
leaf_count=736 344 707 287 200 404 153 131 159
internal_value=0 -5.00865e-05 2.04603e-05 0.000102904 3.46657e-05 0.000153275 0.000339063 2.7895e-05
internal_weight=0 0.0110208 0.00933918 0.00793981 0.00671063 0.00512204 0.00356292 0.00232731
internal_count=3121 2777 2041 1334 1134 847 694 290
is_linear=0
shrinkage=0.00196078


Tree=4621
num_leaves=7
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split_feature=52 160 133 43 2 4
split_gain=1.85441e-05 5.14708e-05 4.72315e-05 4.78616e-05 7.83124e-05 4.56448e-05
threshold=-0.057699999999999994 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.08756499999999999 0.10613000000000002 0.0061450000000000003
decision_type=2 2 2 2 2 2
left_child=5 -2 -3 -4 -5 -1
right_child=1 2 3 4 -6 -7
leaf_value=-0.0052123379993375303 -0.020604050151952838 -0.018318341270811948 -0.010028749955712547 0.025084534886479021 -0.005323558564292878 0.019286023326833563
leaf_weight=0.0015950275597346759 0.0013296987194388373 0.0010268510309728758 0.0014395320243635011 0.0019228783625629899 0.0015136185830563081 0.0014536553453708646
leaf_count=718 753 620 222 413 187 208
internal_value=0 -0.00282989 0.00117396 0.00527888 0.0116912 0.00646883
internal_weight=0 0.00723258 0.00590288 0.00487603 0.0034365 0.00304868
internal_count=3121 2195 1442 822 600 926
is_linear=0
shrinkage=0.1


Tree=4622
num_leaves=9
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split_feature=4 0 151 403 52 12 0 15
split_gain=6.01805e-05 5.50601e-05 6.38959e-05 0.000108519 5.76109e-05 8.16032e-05 6.38249e-05 0.000103086
threshold=0.27287000000000006 0.15398500000000004 -0.024429999999999997 0.03138500000000001 0.10744000000000002 0.09141500000000001 -0.10096999999999999 -0.092489999999999989
decision_type=2 2 2 2 2 2 2 2
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right_child=-2 -3 3 -5 -6 -7 -8 -9
leaf_value=0.00022078835176683964 0.00031586619383252885 0.00034391853106678448 -0.00058118969251136831 0.00034681559039145918 -0.00070218663900969644 0.00014422612228311295 -0.00067665769062373626 0.00027643269997338184
leaf_weight=0.0017524269420050058 0.0018345920192296633 0.0011122350954331046 0.0010854361341472718 0.0012044201645521405 0.0011033685107670749 0.0017066102991263581 0.0015547143023604305 0.001070079516778402
leaf_count=446 352 50 79 302 389 563 833 107
internal_value=0 -6.87993e-05 -0.000117236 -0.000193921 -0.000293807 -0.000210623 -0.000373844 -0.000155433
internal_weight=0 0.0105893 0.00947706 0.00772463 0.00652021 0.00541684 0.00371023 0.00215552
internal_count=3121 2769 2719 2273 1971 1582 1019 186
is_linear=0
shrinkage=0.00196078


Tree=4623
num_leaves=9
num_cat=0
split_feature=474 2 0 13 16 3 1 2
split_gain=5.98724e-05 7.60569e-05 6.22908e-05 5.8424e-05 5.81891e-05 4.85883e-05 4.85288e-05 4.3801e-05
threshold=0.084660000000000027 0.099185000000000009 -0.019414999999999998 -0.08971999999999998 -0.056919999999999991 -0.078934999999999991 0.10557500000000002 0.086285000000000014
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 4 -3 5 -1 -5 -7
right_child=-2 3 -4 6 -6 7 -8 -9
leaf_value=-0.00040266945712589939 0.00043150394418367771 0.00043634261541035288 0.00023727314315917365 -0.00033224228177056723 -0.00056396694371690806 0.00033154405154843216 0.00017719354315702215 -0.00022452787498710111
leaf_weight=0.0015331078636312656 0.0010579474262847879 0.001622015766160511 0.0010889874717571971 0.0011941557824997505 0.0018110760705838513 0.0010870788842357241 0.0018064733249710729 0.0010913499045886203
leaf_count=782 344 173 146 408 703 176 227 162
internal_value=0 -5.6422e-05 -0.000191324 0.000136524 -0.000275838 -0.000135243 -2.55459e-05 5.2963e-05
internal_weight=0 0.0112342 0.0066116 0.00462264 0.00552261 0.00371154 0.00300063 0.00217843
internal_count=3121 2777 1969 808 1823 1120 635 338
is_linear=0
shrinkage=0.00196078


Tree=4624
num_leaves=11
num_cat=0
split_feature=484 131 43 1 3 52 42 0 3 1
split_gain=8.05638e-05 4.61016e-05 4.44974e-05 6.37035e-05 0.000130787 9.96693e-05 0.000144676 0.000176279 7.82893e-05 0.000100217
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decision_type=2 2 2 2 2 2 2 2 2 2
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leaf_value=-0.00053482024437812958 -0.00028350106753230041 -0.00035137532468726418 0.00022981760220736934 0.00082325437673476636 -7.2271089999969987e-05 -0.00048324705396219925 -0.0005062061300010409 0.00091202908974657776 0.00048559105811427864 -0.00061809454153111869
leaf_weight=0.001015716649220782 0.0011480147593019288 0.0010446944297433361 0.0011482288403821001 0.0013032284139203824 0.0012083565730189256 0.0012099079294980476 0.0010806145832354015 0.0012683053264817183 0.001057267612203816 0.0010049768161178464
leaf_count=515 126 384 518 240 135 335 438 236 71 123
internal_value=0 4.13263e-05 8.06644e-05 0.00012571 0.000392405 2.67598e-05 0.000137754 0.000293125 4.86259e-05 -0.000165933
internal_weight=0 0.0114736 0.0104289 0.00928089 0.00251158 0.0067693 0.00555939 0.00447878 0.00321047 0.00215321
internal_count=3121 2606 2222 2096 375 1721 1386 948 712 641
is_linear=0
shrinkage=0.00196078


Tree=4625
num_leaves=10
num_cat=0
split_feature=133 133 42 3 3 160 16 0 4
split_gain=7.07463e-05 6.83908e-05 6.25161e-05 8.64911e-05 0.000169075 5.79242e-05 5.45121e-05 5.25942e-05 9.47612e-05
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decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 6 -5 -6 -1 8 -7
right_child=-2 -3 -4 4 5 7 -8 -9 -10
leaf_value=-5.9855314323580783e-05 -0.00050504825141580172 0.00045876857702900072 0.00041659759542568586 -0.00088308020055213789 0.00037891755207289439 8.8989487786663435e-05 0.00056678548533606538 0.00015157118915918086 -0.00062097836816394649
leaf_weight=0.0010177249729494231 0.0010035501743172462 0.0013133146236944645 0.00112912157229957 0.0011091809399923821 0.0010160227390464578 0.0013354641498527497 0.0011222694085838698 0.0015530714920945531 0.001575492463860885
leaf_count=144 435 580 195 983 114 126 185 214 145
internal_value=0 3.84416e-05 -1.75538e-05 -7.37111e-05 -0.00018494 -4.36337e-05 0.000268772 -0.000139807 -0.000295265
internal_weight=0 0.0111717 0.00985835 0.00872923 0.00658923 0.00548005 0.00213999 0.00446403 0.00291096
internal_count=3121 2686 2106 1911 1582 599 329 485 271
is_linear=0
shrinkage=0.00196078


Tree=4626
num_leaves=8
num_cat=0
split_feature=2 13 13 1 1 1 16
split_gain=2.107e-05 4.93903e-05 4.05945e-05 4.97631e-05 2.8661e-05 4.88969e-05 2.17459e-05
threshold=0.099185000000000009 -0.086589999999999986 -0.08971999999999998 0.10557500000000002 0.086560000000000012 0.095285000000000022 -0.018494999999999998
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -2 -4 6 -6 -3
right_child=2 4 3 -5 5 -7 -8
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leaf_weight=0.0012501313002204464 0.0014426780511425791 0.0010010093086061922 0.0010667600256219685 0.0016868968640082337 0.0012314306944494109 0.0017134541280296133 0.0010002430218287773
leaf_count=482 200 644 457 262 328 315 433
internal_value=0 -0.00379701 0.00537985 -0.00173931 0.000691484 -0.00558374 0.00992561
internal_weight=0 0.00619627 0.00419633 0.00275366 0.00494614 0.00294488 0.00200125
internal_count=3121 2202 919 719 1720 643 1077
is_linear=0
shrinkage=0.1


Tree=4627
num_leaves=10
num_cat=0
split_feature=484 42 4 403 42 1 1 13 3
split_gain=0.000119007 9.81829e-05 8.44648e-05 7.62783e-05 0.000100778 7.40558e-05 0.000131193 7.71258e-05 5.18923e-05
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decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 7 -7 -6 -8
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internal_value=0 5.37518e-05 0.000109595 3.81371e-05 -3.31323e-05 6.78294e-05 -0.000134357 0.000283119 0.000146427
internal_weight=0 0.0117276 0.0106918 0.00915299 0.00790053 0.006541 0.00337315 0.00316785 0.00220865
internal_count=3121 2606 2296 2009 1743 1149 539 610 364
is_linear=0
shrinkage=0.00196078


Tree=4628
num_leaves=9
num_cat=0
split_feature=133 133 15 13 2 1 0 43
split_gain=8.50835e-05 0.000101753 6.35138e-05 6.42344e-05 0.00010521 0.000173977 0.000133036 6.9734e-05
threshold=0.10622000000000002 0.083950000000000011 0.035560000000000008 0.11217000000000001 0.099515000000000006 0.11181500000000001 -0.13027499999999997 -0.074359999999999996
decision_type=2 2 2 2 2 2 2 2
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leaf_weight=0.00140686313682484 0.0010264082776194174 0.0013745352990301206 0.0019622874636122363 0.0012529464373791065 0.0013265882142510577 0.0015230223628816492 0.0010076467124009087 0.0014611115444443765
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internal_value=0 4.38685e-05 -2.52751e-05 5.24552e-05 -2.34855e-05 0.000262525 -0.000233779 -0.000508019
internal_weight=0 0.011315 0.00994047 0.00797818 0.00672523 0.00284961 0.00387562 0.00246876
internal_count=3121 2686 2106 1291 1175 495 680 565
is_linear=0
shrinkage=0.00196078


Tree=4629
num_leaves=9
num_cat=0
split_feature=48 0 48 52 12 0 3 12
split_gain=5.22991e-05 9.14673e-05 4.2824e-05 6.17319e-05 8.37079e-05 7.89061e-05 0.000103306 7.22872e-05
threshold=0.11951500000000001 -0.17169499999999996 0.086665000000000006 0.11434500000000002 0.095110000000000014 -0.10224499999999999 -0.063074999999999978 0.10673000000000001
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 -3 -7 -6
right_child=-2 2 -4 -5 7 6 -8 -9
leaf_value=0.00042691538435929292 -0.0004317041112525472 -0.00056609385137518947 0.00032370306849822532 -0.00055079006359799883 0.00066228362232817798 -0.00030207829753042408 0.00039253766811900775 -7.3073776485672726e-05
leaf_weight=0.001860451547258858 0.001026510557387522 0.0014050516854040443 0.0010356548840398114 0.0010187346533332767 0.0010361333732262783 0.0019810718477989023 0.0014084047064112605 0.0010198111438338522
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internal_value=0 3.14999e-05 -5.11125e-05 -0.000100441 -3.347e-05 -0.000175404 -1.34495e-05 0.000297524
internal_weight=0 0.0107653 0.00890486 0.00786921 0.00685047 0.00479453 0.00338948 0.00205594
internal_count=3121 3007 2842 2487 2085 1606 1404 479
is_linear=0
shrinkage=0.00196078


Tree=4630
num_leaves=10
num_cat=0
split_feature=133 133 3 15 43 4 0 3 2
split_gain=5.2074e-05 8.63591e-05 7.06242e-05 6.67651e-05 6.16691e-05 8.54896e-05 9.03061e-05 9.45544e-05 9.92351e-05
threshold=0.10622000000000002 0.083950000000000011 -0.10519499999999998 -1.0000000180025095e-35 -0.079329999999999984 -0.077834999999999988 -0.10224499999999999 0.090900000000000009 0.11215000000000001
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -4 -6 7 -7 -9
right_child=-2 -3 4 -5 5 6 -8 8 -10
leaf_value=0.0006372152540312625 -0.00043008307099752724 0.00049905204592921924 -0.00050168462350085844 -2.667919145039932e-05 -0.00052189056637907082 -0.00060373113330541351 0.00045780078778598484 0.00055377521204132433 -0.00024386172685882511
leaf_weight=0.0010499248565484509 0.0010016246903262757 0.0013637053370774916 0.0013377065708200138 0.0013078311696930337 0.0011429907350900366 0.0010306098351979247 0.0015958657598751386 0.0010651364827064108 0.0013722532220120653
leaf_count=140 435 580 339 197 531 134 557 88 120
internal_value=0 3.64509e-05 -2.72566e-05 0.000268958 -0.000119827 -3.75283e-05 7.17996e-05 -0.000105826 0.000104705
internal_weight=0 0.011266 0.00990232 0.00235776 0.00754456 0.00620686 0.00506387 0.003468 0.00243739
internal_count=3121 2686 2106 337 1769 1430 899 342 208
is_linear=0
shrinkage=0.00196078


Tree=4631
num_leaves=9
num_cat=0
split_feature=11 2 52 3 52 15 0 43
split_gain=1.83938e-05 3.31736e-05 5.67637e-05 0.000133639 4.46264e-05 5.06455e-05 7.11135e-05 0.000103589
threshold=0.078340000000000007 0.099185000000000009 0.10744000000000002 0.10893000000000001 0.090245000000000006 0.088235000000000022 -0.13027499999999997 -0.074359999999999996
decision_type=2 2 2 2 2 2 2 2
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right_child=-2 2 -4 -5 -6 -7 7 -9
leaf_value=0.01481288942061168 -0.012792119715590104 0.025009701475757453 0.028133807333750829 -0.019779948735575273 -0.022133293295699956 0.019238842464522978 0.0040881475440633259 -0.037911430989512718
leaf_weight=0.0011870440457390969 0.001028567349128112 0.0012347554305047813 0.0010650584941953238 0.0014466238943024456 0.001049714380867468 0.0011188015805204568 0.0012798459783408545 0.0010851890500966953
leaf_count=113 208 436 194 173 492 323 633 549
internal_value=0 0.0012883 0.00860307 0.000845355 -0.00350217 0.000684909 -0.00515904 -0.0151832
internal_weight=0 0.00946703 0.00374644 0.00268138 0.0057206 0.00467088 0.00355208 0.00236504
internal_count=3121 2913 803 609 2110 1618 1295 1182
is_linear=0
shrinkage=0.1


Tree=4632
num_leaves=8
num_cat=0
split_feature=43 51 16 0 13 2 49
split_gain=1.83117e-05 4.11866e-05 4.87507e-05 7.3003e-05 0.000191215 6.06741e-05 6.04882e-05
threshold=-0.27207999999999993 -0.090529999999999985 -0.056919999999999991 -0.10224499999999999 -0.014169999999999999 0.097220000000000015 -0.043469999999999995
decision_type=2 2 2 2 2 2 2
left_child=-1 -2 3 6 -5 -4 -3
right_child=1 2 5 4 -6 -7 -8
leaf_value=-0.012844263953551469 0.020110258892241231 0.012295682451984579 -0.027200915523324334 -0.011456789649978975 0.046863088816036624 0.0013872657927940357 -0.016227342849564074
leaf_weight=0.0010153494038643374 0.0010351294217447677 0.0012123368014351965 0.0013280533024908419 0.0010977563902559813 0.0011523523655701928 0.0016834303081801369 0.0019225575605031206
leaf_count=144 389 132 722 680 477 302 275
internal_value=0 0.00128953 -0.00103071 0.00466751 0.0184107 -0.01122 -0.00519682
internal_weight=0 0.00943162 0.00839649 0.005385 0.00225011 0.00301148 0.00313489
internal_count=3121 2977 2588 1564 1157 1024 407
is_linear=0
shrinkage=0.1


Tree=4633
num_leaves=9
num_cat=0
split_feature=48 4 42 43 4 4 52 12
split_gain=4.81399e-05 0.000100537 7.09269e-05 5.00262e-05 6.42354e-05 0.000120344 4.68329e-05 4.56401e-05
threshold=0.11951500000000001 0.36766000000000004 0.092395000000000019 0.15359500000000004 0.055260000000000011 0.0061450000000000003 -0.0064899999999999992 0.088365000000000013
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 -1 -8
right_child=-2 -3 -4 -5 -6 -7 7 -9
leaf_value=-0.00030731719575083274 -0.00041483284415874178 0.00053713024450323073 -0.00044595517328696951 0.00043765872050345985 -0.0003686408725443226 0.00063169445925147488 0.00038308556769795909 -0.00016622887370393384
leaf_weight=0.0019065757262528601 0.0010308076498823518 0.0013131541042813869 0.001419306734191785 0.0010094565280187847 0.0016423591010288991 0.0011669551854340812 0.0011579730973724084 0.0011681482581446692
leaf_count=814 114 302 507 161 224 111 520 368
internal_value=0 2.86911e-05 -4.18057e-05 2.94375e-05 -2.90801e-05 7.42008e-05 -7.95003e-05 0.000107227
internal_weight=0 0.0107839 0.00947077 0.00805147 0.00704201 0.00539965 0.0042327 0.00232612
internal_count=3121 3007 2705 2198 2037 1813 1702 888
is_linear=0
shrinkage=0.00196078


Tree=4634
num_leaves=10
num_cat=0
split_feature=484 42 15 13 151 4 15 12 51
split_gain=0.000107137 9.24378e-05 0.0001182 0.000124597 0.000123954 0.000120882 8.59103e-05 0.000111486 9.31795e-05
threshold=-1.0000000180025095e-35 0.10194000000000002 0.024640000000000006 -0.010739999999999998 -0.044604999999999992 0.24564500000000003 -0.037864999999999989 1.0000000180025095e-35 0.067785000000000012
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 4 -4 -2 6 8 -8 -6
right_child=1 -3 3 -5 5 -7 7 -9 -10
leaf_value=-0.00061983378701490992 -0.00028310900297567697 -0.00051923454791088911 0.00012041474298087561 -0.00074223552831759621 -0.00046757979778291599 0.00083853546957164053 0.00084575937506296828 6.7099033466048254e-05 0.00034338784180810397
leaf_weight=0.0010068394907047544 0.0015310771428363621 0.001012510484104002 0.0014530439162866446 0.001155721978575439 0.0011931175960667342 0.0014387539021450974 0.0012885590634680081 0.0015662275048042781 0.0010023391465213468
leaf_count=515 342 319 495 385 367 242 122 182 152
internal_value=0 4.68692e-05 0.000100797 -0.000261752 0.000218726 0.000337134 0.000194291 0.000418561 -9.73313e-05
internal_weight=0 0.0116414 0.0106288 0.00260877 0.00802007 0.006489 0.00505024 0.00285479 0.00219546
internal_count=3121 2606 2287 880 1407 1065 823 304 519
is_linear=0
shrinkage=0.00196078


Tree=4635
num_leaves=10
num_cat=0
split_feature=484 42 47 16 133 15 2 3 0
split_gain=0.000131317 8.99625e-05 9.57922e-05 0.000102586 0.000110079 0.000116122 9.68586e-05 7.55903e-05 8.62822e-05
threshold=-1.0000000180025095e-35 0.10256000000000001 0.10980000000000002 -0.014034999999999997 0.083950000000000011 -0.03241999999999999 0.089885000000000007 -0.10831999999999999 -0.055064999999999996
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 6 -2 -5 -9
right_child=1 -3 -4 7 -6 -7 -8 8 -10
leaf_value=-0.00067394669701298067 -0.00043773046516446033 -0.00050291880608225247 0.00059416431934978988 0.00073819041359660283 0.00040152395403589676 -0.00069070605795167874 0.00025955688470438981 0.00046005664438793887 -0.00021469663064116297
leaf_weight=0.001045659483483812 0.0013507716751362316 0.0010356840437834762 0.0013344303290390653 0.0010234723515804289 0.0012015170465748213 0.0016103181914287248 0.0017688793568784026 0.0014405848309032617 0.0014742144664998404
leaf_count=515 161 310 119 148 309 649 256 475 179
internal_value=0 4.9984e-05 0.000101093 3.44275e-05 -0.000128462 -0.00026309 -4.23602e-05 0.000279757 0.000118788
internal_weight=0 0.0122399 0.0112042 0.00986976 0.00593149 0.00472997 0.00311965 0.00393827 0.0029148
internal_count=3121 2606 2296 2177 1375 1066 417 802 654
is_linear=0
shrinkage=0.00196078


Tree=4636
num_leaves=7
num_cat=0
split_feature=4 42 49 0 52 160
split_gain=2.0711e-05 3.23296e-05 4.04286e-05 5.91678e-05 5.47346e-05 5.19429e-05
threshold=0.27287000000000006 0.092395000000000019 -0.00064499999999999985 -0.10011499999999998 0.083680000000000018 0.079055000000000014
decision_type=2 2 2 2 2 2
left_child=1 2 5 -4 -5 -1
right_child=-2 -3 3 4 -6 -7
leaf_value=-0.024437604339833056 0.010681832150491948 -0.016309576165827702 0.020181963305231844 -0.014981950177417477 0.010337240740417817 0.0048011858961326415
leaf_weight=0.0012363447563804517 0.0015265213652521327 0.0013296869965891056 0.0018060558699216109 0.0016909384458098984 0.0017246444691627928 0.0011947118991612361
leaf_count=341 352 535 247 844 624 178
internal_value=0 -0.00191705 0.000583715 0.00554314 -0.00219743 -0.0100686
internal_weight=0 0.00898238 0.0076527 0.00522164 0.00341558 0.00243106
internal_count=3121 2769 2234 1715 1468 519
is_linear=0
shrinkage=0.1


Tree=4637
num_leaves=8
num_cat=0
split_feature=52 157 49 16 16 12 0
split_gain=2.03428e-05 3.72193e-05 7.07541e-05 6.61159e-05 0.000125405 7.66498e-05 0.000136582
threshold=0.15915500000000002 -0.072409999999999988 -0.081404999999999991 0.38525000000000004 0.033715000000000009 0.090020000000000017 -0.10224499999999999
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 6 -4
right_child=-2 2 3 -5 -6 -7 -8
leaf_value=0.019615272711466569 -0.013428544104269399 0.021554067211655887 -0.013937094998990658 0.016637078634810891 -0.039035068552652721 -0.023364927054768753 0.024752138223960909
leaf_weight=0.0010002791537660422 0.0010294136188727264 0.0012143356495468377 0.0018284164023191513 0.0012258123502315709 0.0011196911869389373 0.0012448890053029832 0.0018214306841761595
leaf_count=369 368 176 288 250 192 612 866
internal_value=0 0.00137454 -0.00078356 -0.00453003 -0.00884415 -0.00193785 0.0053705
internal_weight=0 0.00945485 0.00845458 0.00724024 0.00601443 0.00489474 0.00364985
internal_count=3121 2753 2384 2208 1958 1766 1154
is_linear=0
shrinkage=0.1


Tree=4638
num_leaves=9
num_cat=0
split_feature=0 1 15 2 3 48 0 16
split_gain=3.94371e-05 7.52007e-05 5.25034e-05 5.06502e-05 5.59642e-05 5.63379e-05 8.06035e-05 4.61607e-05
threshold=0.15398500000000004 0.077565000000000009 0.035560000000000008 0.11510000000000002 -0.10519499999999998 0.083985000000000018 -0.10224499999999999 -0.012324999999999997
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 -1 4 -3 6 -6 -8
right_child=-2 3 -4 -5 5 -7 7 -9
leaf_value=-0.00060437989783758048 0.00035066891825767644 0.00035308629682329176 -7.3729836165785603e-05 0.00034350968173760054 -0.00061329837601053051 0.00017790488923860023 0.00028726246448090409 -0.00030177455286089838
leaf_weight=0.0013269908724684325 0.0010570017634868112 0.0011854059856287475 0.0015590905212946795 0.0017754770064272217 0.0014548653760755588 0.0016622976095575816 0.0010149462804400632 0.0010311887146512025
leaf_count=816 60 218 776 314 136 206 353 242
internal_value=0 -4.58373e-05 -0.000317717 5.0747e-05 -3.11269e-05 -0.000119336 -0.000260468 -9.59396e-06
internal_weight=0 0.0110103 0.00288608 0.00812418 0.0063487 0.0051633 0.003501 0.00204613
internal_count=3121 3061 1592 1469 1155 937 731 595
is_linear=0
shrinkage=0.00196078


Tree=4639
num_leaves=7
num_cat=0
split_feature=4 151 43 13 43 0
split_gain=2.08146e-05 3.00562e-05 3.65612e-05 6.75959e-05 6.73987e-05 9.78187e-05
threshold=0.27287000000000006 -0.024429999999999997 -0.074359999999999996 0.18141000000000002 0.016310000000000002 -0.084144999999999984
decision_type=2 2 2 2 2 2
left_child=1 -1 3 -3 5 -4
right_child=-2 2 4 -5 -6 -7
leaf_value=0.011214231849219037 0.0107412732598783 0.017355306522181337 -0.005890289594079637 -0.015239304030311174 0.005753842071992487 -0.04388807189533786
leaf_weight=0.0014582783859684338 0.0015190233407069249 0.0016584426777377006 0.0019936575584593073 0.0010322800387619797 0.0017743512931344112 0.0010262335621545496
leaf_count=451 352 704 476 112 401 625
internal_value=0 -0.00191969 -0.00447854 0.00485057 -0.00971442 -0.0188029
internal_weight=0 0.00894324 0.00748497 0.00269072 0.00479424 0.00301989
internal_count=3121 2769 2318 816 1502 1101
is_linear=0
shrinkage=0.1


Tree=4640
num_leaves=10
num_cat=0
split_feature=42 47 403 457 15 133 12 4 2
split_gain=3.62553e-05 6.46229e-05 7.44379e-05 7.61905e-05 9.56062e-05 6.60989e-05 4.51154e-05 5.53531e-05 6.70462e-05
threshold=0.10194000000000002 0.11069000000000002 0.03138500000000001 0.045365000000000009 0.084050000000000014 0.083950000000000011 0.091475000000000015 -0.0029599999999999995 0.10467500000000002
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 7 -1 -9
right_child=-2 -3 -4 -5 -6 -7 -8 8 -10
leaf_value=0.0002630450055463886 -0.00036393544779708329 0.0004509748639255924 0.00044336877812475747 0.00031511276195299521 -0.00067526047845516265 0.00037543101938865899 -0.00049292187347638899 -0.0006135161195617065 8.0186747366049629e-05
leaf_weight=0.0013043246946656136 0.0010003553981766172 0.00122136939158552 0.0011347155568145291 0.0014625188202899682 0.001221621563591041 0.0010427269018377381 0.001229904553699793 0.0010195020383082262 0.001128674069938859
leaf_count=308 355 148 318 249 707 478 270 160 128
internal_value=0 2.63061e-05 -2.80398e-05 -9.16499e-05 -0.000177287 -7.10298e-05 -0.000170452 -5.55771e-05 -0.000249037
internal_weight=0 0.0107654 0.00954399 0.00840927 0.00694675 0.00572513 0.00468241 0.0034525 0.00214818
internal_count=3121 2766 2618 2300 2051 1344 866 596 288
is_linear=0
shrinkage=0.00196078


Tree=4641
num_leaves=10
num_cat=0
split_feature=133 133 14 0 0 1 151 2 43
split_gain=8.36518e-05 8.87949e-05 5.34914e-05 8.3366e-05 0.00014294 9.67976e-05 9.82507e-05 9.57112e-05 7.19414e-05
threshold=0.10622000000000002 0.089755000000000015 -1.0000000180025095e-35 -0.10607499999999999 -0.060129999999999996 0.091615000000000016 -0.0033899999999999994 0.095195000000000016 -0.0037449999999999996
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 -1 5 8 -4 -7 -6 -5
right_child=-2 -3 3 4 7 6 -8 -9 -10
leaf_value=-0.00041901345554067694 -0.00054521063300204148 0.00059096051943402451 -0.00016443550649007055 -0.00085910799177235718 0.00048608197816987997 -2.3505026089100016e-05 0.00074143074864042229 -0.00021936157949297368 -0.00017431024908453805
leaf_weight=0.0011198326904656606 0.001023685866412073 0.0010236841131058454 0.0014866437341735702 0.0010868135575244227 0.0015881710020867238 0.0010295075843220827 0.0017310826254114927 0.00138363282426246 0.0012897671671764361
leaf_count=145 435 224 184 1029 172 115 155 256 406
internal_value=0 3.92286e-05 -1.34803e-05 3.38465e-05 -0.000129019 0.000238937 0.000456163 0.000157637 -0.000487469
internal_weight=0 0.0117391 0.0107155 0.00959562 0.00534838 0.00424723 0.00276059 0.0029718 0.00237658
internal_count=3121 2686 2462 2317 1863 454 270 428 1435
is_linear=0
shrinkage=0.00196078


Tree=4642
num_leaves=8
num_cat=0
split_feature=0 1 2 151 4 13 16
split_gain=2.11857e-05 5.24806e-05 4.62087e-05 8.93158e-05 3.58683e-05 3.37511e-05 2.82657e-05
threshold=-0.061629999999999997 0.077565000000000009 0.089775000000000008 -0.0083949999999999979 -0.0016099999999999997 0.11596500000000001 0.15891500000000003
decision_type=2 2 2 2 2 2 2
left_child=1 -1 4 -4 -3 6 -2
right_child=5 2 3 -5 -6 -7 -8
leaf_value=-0.019458672502831929 0.011005486641311327 0.0049719328363805404 -0.013037999015631319 0.022434752980285213 -0.019355472298391314 0.020465200484679914 -0.011335824174218332
leaf_weight=0.0015512699022517899 0.0010855643768782697 0.0010681427102976837 0.0011148806011738871 0.0019535721543415983 0.0014009845918192014 0.0011360499922383697 0.0011838699798770273
leaf_count=1453 263 435 152 260 237 82 239
internal_value=0 -0.00320215 0.00135187 0.00954621 -0.00883145 0.00639454 -0.000649051
internal_weight=0 0.00708885 0.00553758 0.00306845 0.00246913 0.00340548 0.00226943
internal_count=3121 2537 1084 412 672 584 502
is_linear=0
shrinkage=0.1


Tree=4643
num_leaves=9
num_cat=0
split_feature=48 48 51 1 42 4 2 1
split_gain=3.93945e-05 9.68241e-05 0.000103856 8.23116e-05 5.95678e-05 0.000112784 5.38578e-05 0.00010856
threshold=0.11951500000000001 0.092475000000000016 0.086310000000000012 0.111945 0.086325000000000013 0.055260000000000011 0.098260000000000014 0.080270000000000022
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 7 -1
right_child=-2 -3 -4 -5 -6 -7 -8 -9
leaf_value=-0.00044862674010678574 -0.0003721963436065405 0.00054011804758697247 -0.00062242072795064447 0.00039577129576313355 -0.00038399370877268779 -0.0005211757857578464 0.00056706576420436695 0.00034794047010748173
leaf_weight=0.0010458513944341897 0.0010292387006621698 0.0012605473767970865 0.0010418054060180757 0.0018795554143386604 0.0017131499165977922 0.001078967658817335 0.0010815948690387038 0.0017727657456461697
leaf_count=656 114 251 320 327 774 178 211 290
internal_value=0 2.91572e-05 -3.784e-05 3.32084e-05 -6.86181e-05 3.98908e-05 0.000195106 5.23732e-05
internal_weight=0 0.0108742 0.00961369 0.00857188 0.00669233 0.00497918 0.00390021 0.00281862
internal_count=3121 3007 2756 2436 2109 1335 1157 946
is_linear=0
shrinkage=0.00196078


Tree=4644
num_leaves=8
num_cat=0
split_feature=50 484 3 16 1 1 13
split_gain=1.99575e-05 3.31818e-05 3.64225e-05 5.60814e-05 7.27489e-05 0.000135749 5.3051e-05
threshold=0.088425000000000017 0.084040000000000017 -0.10519499999999998 -0.094359999999999986 0.090405000000000013 0.11212500000000002 -0.011914999999999999
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 6 -5 -6 -4
right_child=-2 -3 3 4 5 -7 -8
leaf_value=0.011848446006218979 -0.013077248817379428 0.018197659245404126 -0.0014475569237020203 -0.011506154291290066 0.039781553180245406 -0.0091968723520008244 -0.031246423548997274
leaf_weight=0.0018103810060616831 0.0010621858607228725 0.0010435367076781993 0.0011913199389816168 0.0019204799094740756 0.0011163431452880053 0.001147622780049489 0.0011984616918473024
leaf_count=314 560 323 317 1063 237 163 144
internal_value=0 0.0013816 -0.000711298 -0.00416994 0.00280993 0.014954 -0.0163915
internal_weight=0 0.00942815 0.00838461 0.00657423 0.00418445 0.00226397 0.00238978
internal_count=3121 2561 2238 1924 1463 400 461
is_linear=0
shrinkage=0.1


Tree=4645
num_leaves=8
num_cat=0
split_feature=42 157 42 0 1 16 2
split_gain=1.94429e-05 3.34858e-05 4.26338e-05 6.2806e-05 7.32971e-05 6.34879e-05 4.378e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 0.092145000000000019 -0.060129999999999996 0.094385000000000011 -0.27167499999999994 0.089775000000000008
decision_type=2 2 2 2 2 2 2
left_child=-1 -2 3 4 6 -6 -3
right_child=1 2 -4 -5 5 -7 -8
leaf_value=-0.009529068245231441 -0.013672810471396941 -0.023183607186646263 -0.010238701102142034 0.025724925397596517 -0.002451627968457284 0.032324923416348933 0.0047843996943872803
leaf_weight=0.0017998524931406674 0.0011914775820361925 0.0012204026248670407 0.0015739296395933019 0.0015293044960129785 0.0010113763249684127 0.0010914758414726016 0.0010338255881470176
leaf_count=862 504 490 592 203 138 168 164
internal_value=0 0.00189448 0.00438071 0.00828972 0.00217009 0.015599 -0.010357
internal_weight=0 0.00865179 0.00746031 0.00588638 0.00435708 0.00210285 0.00225423
internal_count=3121 2259 1755 1163 960 306 654
is_linear=0
shrinkage=0.1


Tree=4646
num_leaves=10
num_cat=0
split_feature=48 48 51 0 0 0 0 0 16
split_gain=7.64961e-05 0.000130312 0.000109154 0.000129845 6.29844e-05 0.000108279 0.000107782 0.000101632 9.50343e-05
threshold=0.12474000000000002 0.092475000000000016 0.086310000000000012 -0.17169499999999996 -0.077999999999999986 -0.10011499999999998 -0.053834999999999994 -0.11756999999999999 0.15891500000000003
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 7 -6 -5 -8
right_child=-2 -3 -4 4 6 -7 8 -9 -10
leaf_value=0.00069508579000982125 -0.00052148500881763491 0.00060224371648851264 -0.00062531584248397309 -0.0003949844718006957 0.00066128237241600419 -0.00071194266781998933 0.00038672565732684485 0.00038059156373056988 -0.00033284962320904944
leaf_weight=0.001014657161206284 0.001008499527962209 0.0013997863213255973 0.0010798023028328217 0.0012900799934270832 0.0010485517884030824 0.0012232407451840837 0.0011167417470050551 0.0013084193441433235 0.0019168977797428023
leaf_count=110 102 263 320 198 447 1150 198 129 204
internal_value=0 4.19213e-05 -3.65245e-05 3.47623e-05 -5.00058e-05 -0.000230907 0.000119353 -4.45957e-06 -6.796e-05
internal_weight=0 0.0113982 0.00999839 0.00891859 0.00790393 0.00382174 0.00408219 0.0025985 0.00303364
internal_count=3121 3019 2756 2436 2326 1477 849 327 402
is_linear=0
shrinkage=0.00196078


Tree=4647
num_leaves=9
num_cat=0
split_feature=14 15 13 13 15 15 4 16
split_gain=5.47275e-05 8.60254e-05 6.23663e-05 0.000109377 7.32653e-05 0.000129491 5.87637e-05 9.70164e-06
threshold=-1.0000000180025095e-35 -0.10653 -0.095304999999999987 -0.033284999999999988 -0.037864999999999989 0.035560000000000008 -0.15464999999999998 -0.0057949999999999989
decision_type=2 2 2 2 2 2 2 2
left_child=-1 -2 7 -4 -5 6 -6 -3
right_child=1 2 3 4 5 -7 -8 -9
leaf_value=-0.00042182804856325586 0.00046341231683742545 0.00040301480979738436 -0.0005913442923101373 -0.00032064374895069987 0.00013030269673411336 -0.00026953950980353279 0.00077053401836000462 0.00013396057684714278
leaf_weight=0.0011049980977357295 0.0015519516083074151 0.0010005806179999958 0.0015089804958059762 0.0018149373438255704 0.001053998913854718 0.0015836489222455633 0.0011553809855021249 0.0010622992534976101
leaf_count=161 388 169 1173 330 156 558 122 64
internal_value=0 3.6454e-05 -3.5728e-05 -0.00012274 3.35148e-06 0.000158381 0.000465108 0.000264463
internal_weight=0 0.0107318 0.00917983 0.00711695 0.00560797 0.00379303 0.00220938 0.00206288
internal_count=3121 2960 2572 2339 1166 836 278 233
is_linear=0
shrinkage=0.00196078


Tree=4648
num_leaves=9
num_cat=0
split_feature=52 157 49 0 1 13 4 48
split_gain=2.16335e-05 2.79427e-05 5.66243e-05 5.91816e-05 6.16117e-05 6.15695e-05 9.46976e-05 2.86101e-05
threshold=0.15915500000000002 -0.072409999999999988 -0.081404999999999991 -0.11756999999999999 0.11146500000000002 -0.094514999999999988 -0.082109999999999975 0.091545000000000015
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 -3 7 5 -5 -7 -4
right_child=-2 2 3 4 -6 6 -8 -9
leaf_value=0.017230182581652917 -0.013853312082058795 0.019543654272146112 -0.028740163176209171 0.014863739040079656 0.023853169785523733 0.0073965599501560056 -0.02952375272767796 -0.0056868278161224736
leaf_weight=0.0010004902103721439 0.0010271616178648248 0.001213806893369803 0.0011215392147192879 0.0012597607223131342 0.0010361234516369422 0.0013374248528048099 0.0014456550828394605 0.0010352494749090446
leaf_count=369 368 176 223 114 259 527 992 93
internal_value=0 0.00142762 -0.000443517 -0.00379639 0.00209703 -0.00347876 -0.0117815 -0.0176747
internal_weight=0 0.00945005 0.00844956 0.00723575 0.00507896 0.00404284 0.00278308 0.00215679
internal_count=3121 2753 2384 2208 1892 1633 1519 316
is_linear=0
shrinkage=0.1


Tree=4649
num_leaves=10
num_cat=0
split_feature=484 4 16 0 52 160 16 12 4
split_gain=0.000162269 0.000121284 6.99991e-05 0.000148144 7.81542e-05 6.36198e-05 6.50921e-05 8.6782e-05 0.000153099
threshold=-1.0000000180025095e-35 0.27044500000000005 -0.014034999999999997 -0.053834999999999994 0.10347000000000002 0.086325000000000013 -0.083134999999999987 0.090545000000000014 -0.0024449999999999997
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 5 -4 -5 6 7 8 -2
right_child=1 -3 3 4 -6 -7 -8 -9 -10
leaf_value=-0.00076502832577474676 0.00084070383561565376 0.00054332536004644957 0.00059211566429118612 -0.00037884414723759634 0.00030538385588510129 -0.00061541920149333447 -0.00045914664776951285 -0.0003709504554865107 -0.00022061765993249761
leaf_weight=0.0010202590325823014 0.0010368925982209346 0.0016482689806070596 0.0017731459208378021 0.0017851417752235759 0.0010021031667708374 0.0010432923621979404 0.0012389772580099602 0.0011180430912142237 0.0010534823298353646
leaf_count=515 335 346 578 258 45 101 615 204 124
internal_value=0 5.03292e-05 -3.05168e-05 0.000149032 -0.000132842 -0.000179644 -7.74179e-05 6.99922e-05 0.000305832
internal_weight=0 0.0116993 0.0100511 0.00456039 0.00278724 0.00549069 0.0044474 0.00320842 0.00209037
internal_count=3121 2606 2260 881 303 1379 1278 663 459
is_linear=0
shrinkage=0.00196078


Tree=4650
num_leaves=10
num_cat=0
split_feature=48 16 15 48 0 1 0 43 16
split_gain=4.49475e-05 8.66825e-05 5.46663e-05 7.98899e-05 8.07873e-05 8.87916e-05 6.74742e-05 5.15533e-05 0.000101622
threshold=0.12230500000000001 -0.48836499999999994 -0.14147499999999996 0.09111000000000001 -0.10607499999999999 0.090965000000000004 -0.077999999999999986 -0.17390999999999998 0.22339500000000004
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 -4 -6 -8 -9
right_child=-2 2 3 -5 6 -7 7 8 -10
leaf_value=0.00045980117589451897 -0.00040836432429298329 -0.00045012914280088598 -0.00013879908971817803 0.00052824488483291514 -0.00052820184603862485 0.00067240157497055022 0.00030807326335172212 0.00016698427414010061 -0.00061955126851609768
leaf_weight=0.0015168798205536125 0.0010059498260471906 0.0011284449045218256 0.0010395567302336961 0.0010046538874241449 0.0015901152539576149 0.0010355320103920887 0.0011108325255242447 0.0013595716458881918 0.0011794210721496998
leaf_count=248 108 298 129 187 1234 107 58 464 288
internal_value=0 2.47018e-05 -4.51526e-05 9.77662e-06 -6.14304e-05 0.000266015 -0.000191103 -4.42396e-05 -0.00019838
internal_weight=0 0.010965 0.00944813 0.00831968 0.00731503 0.00207509 0.00523994 0.00364983 0.00253899
internal_count=3121 3013 2765 2467 2280 236 2044 810 752
is_linear=0
shrinkage=0.00196078


Tree=4651
num_leaves=10
num_cat=0
split_feature=14 15 0 52 13 13 48 13 2
split_gain=5.24362e-05 9.54385e-05 4.79407e-05 9.9585e-05 9.1695e-05 7.81307e-05 6.78675e-05 9.19283e-05 1.63401e-05
threshold=-1.0000000180025095e-35 -0.10653 0.15398500000000004 0.10160000000000001 -0.095304999999999987 -0.033284999999999988 0.086260000000000017 1.0000000180025095e-35 0.085785000000000014
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 -3 -6 7 8 -7
right_child=1 2 -4 -5 5 6 -8 -9 -10
leaf_value=-0.00041581339762132829 0.00047399286006791582 0.00044590119303098829 0.00034611807875385963 -0.00061775030976658275 -0.00057745907886988686 0.00057276009706303422 -0.00040314089044204867 -0.00025729944772633691 0.00022440796269182858
leaf_weight=0.0010885722468561886 0.0016255769508092032 0.0014013397122649672 0.001090544279615884 0.0011840938622123274 0.0011227765291548716 0.0010402190390246245 0.0011951701112433814 0.0013563876369646725 0.0010306268281584708
leaf_count=161 388 187 55 456 877 252 142 373 230
internal_value=0 3.5237e-05 -4.04683e-05 -9.10756e-05 -3.81184e-06 -0.000113504 -8.09732e-07 0.000139494 0.000399391
internal_weight=0 0.0110467 0.00942116 0.00833061 0.00714652 0.00574518 0.0046224 0.00342723 0.00207085
internal_count=3121 2960 2572 2517 2061 1874 997 855 482
is_linear=0
shrinkage=0.00196078


Tree=4652
num_leaves=11
num_cat=0
split_feature=484 41 4 150 3 12 13 16 43 3
split_gain=0.00010619 8.29601e-05 0.000109028 4.37155e-05 5.04339e-05 9.03195e-05 9.22012e-05 7.7219e-05 6.50294e-05 4.05014e-05
threshold=-1.0000000180025095e-35 0.075585000000000013 0.27044500000000005 0.086615000000000011 0.090900000000000009 0.084100000000000022 -0.0034749999999999994 0.22339500000000004 -0.073959999999999984 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 9 8 -6 -7 -2
right_child=1 -3 -4 -5 7 6 -8 -9 -10 -11
leaf_value=-0.00061171853687163691 0.00024701664347557054 -0.00049870394727154189 0.00064538022688146129 -0.00028234567110792762 0.00017035237685205265 0.0005729976505647954 -0.00044163765311866596 -0.0005479635413570519 -0.0001106343208453146 0.00075388957551584266
leaf_weight=0.0010446892393796607 0.0014645804204874262 0.0010069020905287352 0.0012069410765303623 0.0015411043730168732 0.0012192308902941873 0.0010306400718709853 0.0013133647538386066 0.0010895610961352276 0.001112330860894686 0.0010339640714547333
leaf_count=515 267 144 295 240 88 300 425 59 735 53
internal_value=0 4.00259e-05 8.92869e-05 2.08334e-05 7.73737e-05 0.000172754 -3.25602e-05 -0.000168634 0.000218152 0.000456774
internal_weight=0 0.0120186 0.0110117 0.00980478 0.00826367 0.00595488 0.00345634 0.00230879 0.00214297 0.00249854
internal_count=3121 2606 2462 2167 1927 1780 1460 147 1035 320
is_linear=0
shrinkage=0.00196078


Tree=4653
num_leaves=9
num_cat=0
split_feature=52 52 4 0 1 47 0 48
split_gain=5.4499e-05 7.1547e-05 7.24486e-05 9.71673e-05 7.91275e-05 5.72347e-05 8.80649e-05 5.70917e-05
threshold=0.19022000000000003 0.11008000000000001 -0.35136499999999998 -0.060129999999999996 1.0000000180025095e-35 1.0000000180025095e-35 -0.14920999999999998 0.085325000000000012
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 -1 4 -4 6 7 -6
right_child=-2 -3 3 -5 5 -7 -8 -9
leaf_value=-0.00044720784811779 -0.00043788153903263715 0.00051483557404366216 -0.0004547469326159451 0.00046717679188689755 0.0002433113313085622 -0.00022960006800573984 0.00050198587291119551 -0.00041059723914751642
leaf_weight=0.0013053285696527335 0.0010219440750635954 0.0010803695194675613 0.0014902948228030805 0.0017131501327206826 0.0010065616382301914 0.0018684776150979963 0.001822049438019468 0.0010475868691841583
leaf_count=199 350 183 1195 279 128 205 538 44
internal_value=0 3.48963e-05 -1.56732e-05 4.7278e-05 -5.21488e-05 5.2294e-05 0.000188178 -9.01728e-05
internal_weight=0 0.0113338 0.0102534 0.00894812 0.00723497 0.00574468 0.0038762 0.00205415
internal_count=3121 2771 2588 2389 2110 915 710 172
is_linear=0
shrinkage=0.00196078


Tree=4654
num_leaves=10
num_cat=0
split_feature=133 133 15 14 0 160 0 43 13
split_gain=8.16404e-05 9.26161e-05 8.91851e-05 8.51464e-05 0.000115813 0.000173518 0.00013944 0.000123017 6.62039e-05
threshold=0.10622000000000002 0.083950000000000011 0.035560000000000008 -1.0000000180025095e-35 -0.12333499999999999 1.0000000180025095e-35 -0.060129999999999996 -0.074359999999999996 -0.012549999999999997
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 -5 -6 -8 -4
right_child=-2 -3 8 4 6 -7 7 -9 -10
leaf_value=-0.00044515928235731508 -0.00053538800648770873 0.00050187061383344346 -4.7227348124311767e-05 0.0007817361056882341 -0.00049046598629512829 -0.0001701887118567951 0.00070374110477132445 -0.00019412671934074127 -0.00075239604336561092
leaf_weight=0.0011134202796695128 0.001052608428449643 0.0014326326226337784 0.0010329418075233272 0.0019465220577316008 0.001789686445214737 0.0011840169813112505 0.0011259087882261854 0.0012249758194759161 0.0010146899849064702
leaf_count=138 435 580 443 194 558 78 97 226 372
internal_value=0 3.4391e-05 -2.98072e-05 5.97861e-05 0.000137108 0.000421704 -7.80647e-05 0.000235889 -0.000396669
internal_weight=0 0.0118648 0.0104322 0.00838453 0.00727111 0.00313054 0.00414057 0.00235088 0.00204763
internal_count=3121 2686 2106 1291 1153 272 881 323 815
is_linear=0
shrinkage=0.00196078


Tree=4655
num_leaves=9
num_cat=0
split_feature=4 1 12 13 160 0 42 1
split_gain=2.21739e-05 8.70288e-05 3.80126e-05 4.32049e-05 0.000102038 8.91444e-05 5.22051e-05 5.64618e-05
threshold=0.24564500000000003 0.111945 0.10124000000000001 -0.033284999999999988 1.0000000180025095e-35 -0.083914999999999976 -1.0000000180025095e-35 0.081670000000000006
decision_type=2 2 2 2 2 2 2 2
left_child=2 -2 3 5 6 -1 -5 -8
right_child=1 -3 -4 4 -6 -7 7 -9
leaf_value=0.0060051503744692038 -0.010814853603921908 0.028690165097348782 -0.020328560556740038 -0.0017245369816273105 -0.01865402880675612 -0.031607281278777093 0.041267905024126389 0.0094180267529183365
leaf_weight=0.0014428528560526568 0.0011257798116492534 0.0011049982533089817 0.0010430067180786356 0.0012818885945869913 0.0012701535193321255 0.0011186952679651412 0.0010004941070833565 0.0012544956753509208
leaf_count=723 150 276 343 505 191 624 84 225
internal_value=0 0.00875364 -0.00246067 6.84877e-05 0.00565817 -0.0104212 0.0143891 0.0235492
internal_weight=0 0.00223078 0.00841159 0.00736858 0.00480703 0.00256155 0.00353688 0.00225499
internal_count=3121 426 2695 2352 1005 1347 814 309
is_linear=0
shrinkage=0.1


Tree=4656
num_leaves=9
num_cat=0
split_feature=52 52 4 0 0 15 0 2
split_gain=7.05744e-05 8.43186e-05 9.13522e-05 9.99092e-05 6.40677e-05 8.1705e-05 8.70656e-05 7.53809e-05
threshold=0.19022000000000003 0.10347000000000002 -0.35136499999999998 -0.062294999999999996 -0.10011499999999998 -0.11713499999999999 -0.13455999999999999 0.092480000000000021
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 -4 7 -7
right_child=-2 -3 3 -5 -6 6 -8 -9
leaf_value=-0.00054361598941511918 -0.00050512395202813505 0.00049442668946829253 -0.00036664818373815362 0.00046446721552909336 -0.00036018049453971358 0.00029702753799914935 0.00057261790655854621 -0.0003904275623089423
leaf_weight=0.0011611266707980657 0.001010546047274353 0.0013566377466810936 0.0013315863108495744 0.0017284112396569792 0.0019865035097021205 0.0012874181791772132 0.0014713069000476661 0.0011710588269307903
leaf_count=194 350 233 160 294 1519 100 118 153
internal_value=0 3.53487e-05 -2.60874e-05 4.08575e-05 -6.01613e-05 5.31151e-05 0.00019535 -3.04314e-05
internal_weight=0 0.011494 0.0101374 0.00897628 0.00724787 0.00526137 0.00392978 0.00245848
internal_count=3121 2771 2538 2344 2050 531 371 253
is_linear=0
shrinkage=0.00196078


Tree=4657
num_leaves=9
num_cat=0
split_feature=11 13 12 0 151 4 1 0
split_gain=1.89837e-05 3.98985e-05 6.53802e-05 8.69147e-05 5.45691e-05 5.57919e-05 3.4374e-05 2.28199e-05
threshold=0.078340000000000007 -0.094514999999999988 -0.010834999999999999 -0.053834999999999994 -0.0083949999999999979 0.053180000000000012 0.088305000000000008 -0.084269999999999984
decision_type=2 2 2 2 2 2 2 2
left_child=1 7 -3 4 -4 6 -6 -1
right_child=-2 2 3 -5 5 -7 -8 -9
leaf_value=0.0032819369909425724 -0.012927260513826805 0.020779980021094931 -0.018213140506261251 -0.02835650314528362 0.0088068809605146275 0.019413008005904567 -0.016512628286235377 0.024367660797203955
leaf_weight=0.0010443223488446106 0.0010413034589847594 0.0010730152514387735 0.0012328205720388758 0.001358194444897081 0.0010006705437599101 0.0017138060600145077 0.001155162462288756 0.0010093090348385061
leaf_count=244 208 320 332 274 1095 230 328 90
internal_value=0 0.00128922 -0.00207891 -0.00587542 0.000108696 0.00594581 -0.0047601 0.013645
internal_weight=0 0.0095873 0.00753367 0.00646065 0.00510246 0.00386964 0.00215583 0.00205363
internal_count=3121 2913 2579 2259 1985 1653 1423 334
is_linear=0
shrinkage=0.1


Tree=4658
num_leaves=8
num_cat=0
split_feature=50 4 151 15 43 43 1
split_gain=1.92873e-05 3.33561e-05 4.39136e-05 3.85498e-05 5.3037e-05 0.000153592 1.11971e-05
threshold=0.088425000000000017 0.27834500000000006 -0.024429999999999997 -0.037864999999999989 -0.084004999999999982 0.016310000000000002 0.10887500000000001
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 6 -5 -6 -4
right_child=-2 -3 3 4 5 -7 -8
leaf_value=0.015146969356998097 -0.012853468793975881 0.016408042673090328 -0.023128170528939257 0.01436020588026536 -0.031958198549272773 0.013095417638332586 -0.0082874248003099917
leaf_weight=0.0014004061329154693 0.001065514400935893 0.0012718427401971566 0.0010338958695281213 0.0017692758825276667 0.0013882591513504302 0.0016632195704440675 0.0010002122056703144
leaf_count=364 560 315 513 292 752 226 99
internal_value=0 0.00133309 -0.000989421 -0.00428599 0.000585273 -0.00740156 -0.0158307
internal_weight=0 0.00952711 0.00825527 0.00685486 0.00482075 0.00305148 0.00203411
internal_count=3121 2561 2246 1882 1270 978 612
is_linear=0
shrinkage=0.1


Tree=4659
num_leaves=9
num_cat=0
split_feature=484 133 133 15 3 3 47 48
split_gain=9.86492e-05 9.39875e-05 8.1137e-05 0.000114103 0.000113321 0.000104841 6.2209e-05 7.04861e-05
threshold=-1.0000000180025095e-35 0.10622000000000002 0.083950000000000011 0.024640000000000006 -0.10519499999999998 -0.0087149999999999988 0.07813500000000001 0.084485000000000018
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 -6 7 -7
right_child=1 -3 -4 -5 5 6 -8 -9
leaf_value=-0.00071773586001711216 0.00046040068512802676 -0.00065386543849415971 0.00044042614972967191 -0.00051750720272391324 -0.00062456769168902 0.00052945149498382282 -0.00023847474688596496 -0.00014989169472946732
leaf_weight=0.0010250291178279412 0.0017214435662269451 0.0010093914546231908 0.0012545178759742577 0.001910375292450109 0.0012145688185402816 0.0013674123433252321 0.0018837310018875453 0.0010291295724037253
leaf_count=515 224 370 415 742 452 213 104 86
internal_value=0 -8.26688e-05 -2.71298e-05 -9.13983e-05 2.1406e-05 -0.000116124 2.8152e-05 0.000237726
internal_weight=0 0.0113906 0.0103812 0.00912666 0.00721629 0.00549484 0.00428027 0.00239654
internal_count=3121 2606 2236 1821 1079 855 403 299
is_linear=0
shrinkage=0.00196078


Tree=4660
num_leaves=10
num_cat=0
split_feature=484 133 4 133 16 52 51 12 0
split_gain=0.000133484 9.58991e-05 8.51126e-05 9.72106e-05 6.9834e-05 0.000145404 0.00011696 0.000125445 9.67916e-05
threshold=-1.0000000180025095e-35 0.10622000000000002 0.27044500000000005 0.083950000000000011 -0.010264999999999998 0.091275000000000009 0.081440000000000026 0.088305000000000008 -0.053834999999999994
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 6 8 7 -2 -6
right_child=1 -3 -4 -5 5 -7 -8 -9 -10
leaf_value=-0.00068130631773311425 -0.00078297900852718379 -0.00051861958114741904 0.00051371443857469747 0.00054173875383106533 0.00029332981847573396 0.00075765599596710283 0.00026223544577383976 -2.6257716587939471e-06 -0.00051049335944096743
leaf_weight=0.0010462723850998721 0.0016808794970771175 0.001043495138971221 0.0016507027451969436 0.0012368684110177558 0.0011371859380519306 0.0010817738407366481 0.0014160077879603406 0.0014977178025730405 0.001166954585114652
leaf_count=515 417 370 326 360 282 66 222 366 197
internal_value=0 4.91651e-05 0.000103681 3.02495e-05 -4.90241e-05 0.000164641 -0.000206481 -0.000415286 -0.000113774
internal_weight=0 0.0119116 0.0108681 0.00921739 0.00798052 0.00338591 0.00459461 0.0031786 0.00230414
internal_count=3121 2606 2236 1910 1550 545 1005 783 479
is_linear=0
shrinkage=0.00196078


Tree=4661
num_leaves=11
num_cat=0
split_feature=484 133 42 43 133 1 42 1 48 3
split_gain=0.000131887 9.53243e-05 8.33789e-05 8.31823e-05 9.52389e-05 9.5295e-05 9.50816e-05 0.000113098 7.44166e-05 4.31856e-05
threshold=-1.0000000180025095e-35 0.10622000000000002 -0.088934999999999986 -0.14968999999999996 0.061605000000000007 0.10089500000000001 1.0000000180025095e-35 0.086560000000000012 0.10078500000000001 -0.0049599999999999991
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 5 6 7 -5 9 -7
right_child=1 -3 3 4 -6 8 -8 -9 -10 -11
leaf_value=-0.00067325613263497278 -0.00034463888079746874 -0.00051367951308395159 0.00070707413205680324 0.00034287368621734878 0.00063375374890871003 0.0007810095442017087 -0.00069887601552934199 -0.00044379857733261777 -0.00010909350050257264 0.00023199689017939929
leaf_weight=0.0010327408580089988 0.0013535733881501833 0.0010281053751860217 0.0010113735580469527 0.0016155281884725954 0.0011639625853145843 0.0010106164273383754 0.0010109872645795224 0.0012434336029506984 0.0012986147342473053 0.0012108303722796511
leaf_count=515 298 370 99 383 387 210 442 150 77 190
internal_value=0 5.71058e-05 0.00011085 0.000175305 0.000112432 3.0321e-05 -0.000182035 7.30349e-07 0.000263785 0.000481763
internal_weight=0 0.011947 0.0109189 0.00956535 0.00855397 0.00739001 0.00386995 0.00285896 0.00352006 0.00222145
internal_count=3121 2606 2236 1938 1839 1452 975 533 477 400
is_linear=0
shrinkage=0.00196078


Tree=4662
num_leaves=8
num_cat=0
split_feature=1 16 43 15 15 16 0
split_gain=2.15071e-05 5.15661e-05 6.33516e-05 3.54337e-05 7.90783e-05 7.98931e-05 8.14767e-05
threshold=0.077565000000000009 0.19444000000000003 0.016310000000000002 0.035560000000000008 -0.016799999999999995 -0.056919999999999991 -0.20211999999999997
decision_type=2 2 2 2 2 2 2
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right_child=3 -3 -4 -5 -6 -7 -8
leaf_value=-0.027842564752232974 -0.0085264212914911673 0.012021086807143326 0.0047743933076517557 -0.012671864230830211 0.030892296815190751 -0.017037466561354183 0.023602870875432766
leaf_weight=0.0014573370707255348 0.0013745921183284653 0.0010419432124346346 0.0010069279874844817 0.0012098844890671666 0.0010579241380533179 0.0016667783784329745 0.0018536088048519783
leaf_count=1168 99 196 272 400 257 331 398
internal_value=0 -0.00662917 -0.0145149 0.0029294 0.00610024 0.000742078 0.00992198
internal_weight=0 0.00350621 0.00246427 0.00716279 0.0059529 0.00489498 0.0032282
internal_count=3121 1636 1440 1485 1085 828 497
is_linear=0
shrinkage=0.1


Tree=4663
num_leaves=11
num_cat=0
split_feature=484 133 133 15 3 43 1 3 42 0
split_gain=0.0001237 8.18387e-05 9.44939e-05 9.2645e-05 0.000104527 9.22142e-05 0.000102133 0.000107203 7.19085e-05 5.89055e-05
threshold=-1.0000000180025095e-35 0.10622000000000002 0.083950000000000011 0.024640000000000006 -0.10519499999999998 -0.079329999999999984 0.10060500000000001 0.11296500000000002 0.080840000000000009 -0.13455999999999999
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 -6 9 -8 -5 -7
right_child=1 -3 -4 8 5 6 7 -9 -10 -11
leaf_value=-0.00065898555608735906 0.00053921838004778529 -0.00046740043221993587 0.00058699744517900425 -0.00069382413884706883 -0.00052777578596406539 0.00014422521977341035 0.00087296804023575538 5.9353345713626054e-05 3.985905400693846e-05 -0.00050859129713354105
leaf_weight=0.0010122875232352899 0.0018652257175695054 0.0010543756048165048 0.0013666337570296698 0.001045173674469259 0.0010259464021773173 0.0010144328431693802 0.0010299242071878127 0.0015744341257971275 0.0010098238786588106 0.0011160732878255125
leaf_count=515 224 370 415 432 204 74 122 172 310 283
internal_value=0 5.45357e-05 0.000104349 3.6215e-05 0.000135787 5.16435e-06 0.000120641 0.000381107 -0.000333293 -0.000197755
internal_weight=0 0.012102 0.0110477 0.00968103 0.00762604 0.00576081 0.00473486 0.00260436 0.002055 0.00213051
internal_count=3121 2606 2236 1821 1079 855 651 294 742 357
is_linear=0
shrinkage=0.00196078


Tree=4664
num_leaves=10
num_cat=0
split_feature=484 133 16 52 4 16 51 4 15
split_gain=0.000154927 0.000138693 0.000100517 0.000154276 0.000115093 9.25741e-05 9.62885e-05 9.67102e-05 0.000158652
threshold=-1.0000000180025095e-35 0.10622000000000002 -0.014034999999999997 0.096795000000000006 -0.033174999999999989 -0.072359999999999994 0.081440000000000026 0.27044500000000005 0.083935000000000023
decision_type=2 2 2 2 2 2 2 2 2
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right_child=1 -3 3 -5 -6 -7 -8 -9 -10
leaf_value=-0.00072533997908177895 -0.00072892011767747538 -0.00062035892618029457 -0.00028712655784497813 0.00092872083511628067 0.00043575079152575802 -0.00056415436918801044 0.00051578426032073419 0.00040213700104894078 0.00015968351444971585
leaf_weight=0.0010693465773192251 0.001473778334112098 0.0010765058202033906 0.0014936257307497243 0.0012416817172259918 0.0019553880764718889 0.0010793954109931158 0.0013656153073462038 0.0011526954201979234 0.0016233784128868584
leaf_count=515 227 370 314 83 464 236 236 256 420
internal_value=0 5.2357e-05 0.000115962 0.000336065 0.000122702 -3.82504e-05 6.28379e-05 -8.27084e-05 -0.000263157
internal_weight=0 0.0124621 0.0113856 0.0046907 0.00344901 0.00669486 0.00561547 0.00424985 0.00309716
internal_count=3121 2606 2236 861 778 1375 1139 903 647
is_linear=0
shrinkage=0.00196078


Tree=4665
num_leaves=10
num_cat=0
split_feature=484 4 4 47 0 43 133 12 12
split_gain=0.000100561 8.12542e-05 7.04434e-05 8.89951e-05 6.34807e-05 0.000126507 0.000126883 0.000143698 4.03308e-05
threshold=-1.0000000180025095e-35 0.27044500000000005 0.098655000000000007 0.09550500000000002 -0.11242999999999999 -0.17390999999999998 0.083950000000000011 0.088305000000000008 0.088435000000000014
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 -6 7 -7 -4
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leaf_value=-0.0005949640686369566 0.00028096333755596795 0.00044812298006127808 -0.00061648150428256026 0.00060543146577798587 0.0004890695209809491 -0.0010431733168627941 0.00021555119455939274 -0.00013144330278893528 -7.0584044967737935e-05
leaf_weight=0.001027360120349304 0.0019751961069369578 0.0016500860786944254 0.0010369738629194729 0.001013293188228008 0.00100020469047614 0.0011868641294645824 0.0012874610162915013 0.0015104661134778046 0.001044348689187985
leaf_count=515 218 346 74 149 117 523 543 555 81
internal_value=0 4.48468e-05 -2.13345e-05 6.25166e-05 -1.65232e-05 -0.000134396 -0.000290889 -0.000532618 -0.000342566
internal_weight=0 0.0117049 0.0100548 0.00797349 0.00696019 0.004985 0.00398479 0.00269733 0.00208132
internal_count=3121 2606 2260 2105 1956 1738 1621 1078 155
is_linear=0
shrinkage=0.00196078


Tree=4666
num_leaves=9
num_cat=0
split_feature=11 48 0 2 2 13 12 42
split_gain=2.05899e-05 3.90392e-05 0.000118059 5.63919e-05 6.60122e-05 5.16992e-05 6.9948e-05 2.72235e-05
threshold=0.078340000000000007 0.016865000000000002 -0.20211999999999997 0.11293500000000002 0.10097500000000002 -0.094514999999999988 0.051320000000000005 0.083995000000000014
decision_type=2 2 2 2 2 2 2 2
left_child=1 3 -3 4 5 -1 -7 -8
right_child=-2 2 -4 -5 -6 6 7 -9
leaf_value=0.018340651223811927 -0.01344493948630774 -0.0087686970344909489 0.03288438398129398 0.017376957408970752 -0.029872777802230646 0.0096015272632935626 -0.029825873245493774 -0.0079525052371828692
leaf_weight=0.0010044336995052115 0.0010573247785493423 0.0014052433024718258 0.001319309613372577 0.0011636029952874867 0.0010176187788138715 0.0014996635353763804 0.0010698457814266795 0.0012154327266742056
leaf_count=151 208 82 486 335 194 212 651 802
internal_value=0 0.00125109 0.011401 -0.00271612 -0.00674237 -0.00182775 -0.00717997 -0.0181925
internal_weight=0 0.00969515 0.00272455 0.0069706 0.00580699 0.00478938 0.00378494 0.00228528
internal_count=3121 2913 568 2345 2010 1816 1665 1453
is_linear=0
shrinkage=0.1


Tree=4667
num_leaves=10
num_cat=0
split_feature=41 52 52 4 4 1 3 2 4
split_gain=0.00010208 6.04097e-05 8.78713e-05 0.000124388 0.000151118 7.07678e-05 9.71399e-05 0.000147068 8.42967e-05
threshold=0.075585000000000013 0.15915500000000002 0.10347000000000002 -0.35136499999999998 -0.082109999999999975 1.0000000180025095e-35 0.11296500000000002 0.089775000000000008 0.053180000000000012
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -5 -6 7 8 -7
right_child=-2 -3 -4 4 5 6 -8 -9 -10
leaf_value=-0.00057476693486156001 -0.00059804048391110898 -0.00037589674168973797 0.00062653459230936181 0.00076031352862792603 -0.00038517328353908462 -0.00037104522641087531 -0.00034564709683010907 0.00073062619069689302 0.00028954619772948096
leaf_weight=0.0011467346093363686 0.0010344793631541999 0.0011869767505726806 0.0010589672088704158 0.0011931160895360697 0.0014199674925274089 0.00136864067113688 0.0014210500735023501 0.0015559158980578691 0.0016238640636026141
leaf_count=184 170 352 205 444 900 369 157 208 132
internal_value=0 4.39549e-05 9.0149e-05 3.1767e-05 0.000112807 8.25957e-06 0.000101846 0.000241655 -1.25794e-05
internal_weight=0 0.0119752 0.0107883 0.00972929 0.00858255 0.00738944 0.00596947 0.00454842 0.0029925
internal_count=3121 2951 2599 2394 2210 1766 866 709 501
is_linear=0
shrinkage=0.00196078


Tree=4668
num_leaves=10
num_cat=0
split_feature=484 42 47 16 16 16 4 51 12
split_gain=0.000143966 9.65732e-05 0.000103626 8.45021e-05 9.73391e-05 8.72508e-05 0.000122241 7.35229e-05 6.57436e-05
threshold=-1.0000000180025095e-35 0.10256000000000001 0.10980000000000002 -0.014034999999999997 0.26676500000000009 -0.48836499999999994 0.033845000000000007 0.081440000000000026 0.088245000000000004
decision_type=2 2 2 2 2 2 2 2 2
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right_child=1 -3 -4 4 -6 6 -8 -9 -10
leaf_value=-0.00070550048301104974 0.00028517418530762777 -0.00051892907715844891 0.00062097204955256086 0.00021214399238095181 -0.0002148973712203503 -0.00027532422577366443 -0.00069836821370780351 0.00036412640489060026 0.00082817503113154776
leaf_weight=0.0010548250847045833 0.0015603047136569723 0.0010515733503468983 0.001309252616537796 0.0016816707397298953 0.0011847380285876265 0.0016933070435232768 0.001547197799191098 0.0011682473447425547 0.001102853073680466
leaf_count=515 192 310 119 382 256 755 195 233 164
internal_value=0 4.9309e-05 0.000102435 3.41246e-05 0.000255845 -0.000113313 -0.000254342 -1.42645e-05 0.000456132
internal_weight=0 0.0122991 0.0112476 0.00993832 0.00396926 0.00596906 0.00440875 0.00286155 0.00278452
internal_count=3121 2606 2296 2177 802 1375 1183 988 546
is_linear=0
shrinkage=0.00196078


Tree=4669
num_leaves=10
num_cat=0
split_feature=484 42 47 403 2 4 160 2 16
split_gain=0.000133709 8.17893e-05 0.000102327 7.92327e-05 7.75555e-05 7.18867e-05 6.079e-05 9.83522e-05 0.00014421
threshold=-1.0000000180025095e-35 0.10194000000000002 0.10980000000000002 0.03138500000000001 0.089775000000000008 -0.0029599999999999995 0.088405000000000011 0.11293500000000002 -0.095094999999999985
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 -2 7 8 -6
right_child=1 -3 -4 -5 6 -7 -8 -9 -10
leaf_value=-0.00069768313902014126 5.3402992922170701e-05 -0.00048458889880524219 0.00062741049783977679 0.00049478456518410531 0.00033190708181440632 -0.00056496916306474987 0.00052094631699135569 0.00037921437093918551 -0.00062054065578427491
leaf_weight=0.0010042260158703497 0.0012804153464666414 0.0010117269722205629 0.0012433228433671581 0.0012195884008251385 0.0010129870347182887 0.0016596329986795113 0.0010632844239335786 0.0015836262557644858 0.0015408571115078016
leaf_count=515 782 319 119 287 115 237 116 254 377
internal_value=0 4.80802e-05 9.89035e-05 2.8703e-05 -4.11215e-05 -0.000295663 0.000102774 -4.69202e-06 -0.00024275
internal_weight=0 0.0116154 0.0106037 0.00936039 0.0081408 0.00294005 0.00520075 0.00413747 0.00255384
internal_count=3121 2606 2287 2168 1881 1019 862 746 492
is_linear=0
shrinkage=0.00196078


Tree=4670
num_leaves=9
num_cat=0
split_feature=50 15 16 0 0 16 2 4
split_gain=2.02756e-05 3.13067e-05 4.06868e-05 4.94357e-05 7.96242e-05 6.18559e-05 5.73316e-05 4.22183e-05
threshold=0.088425000000000017 -0.15914499999999995 -0.36241499999999999 -0.10607499999999999 -0.077999999999999986 0.071345000000000006 0.10097500000000002 0.0052350000000000009
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 -3 7 -5 -6 -7 -4
right_child=-2 2 3 4 5 6 -8 -9
leaf_value=0.017213215672188014 -0.013148803970845844 -0.016086963888336785 2.9952764786575737e-05 -0.025301762011817348 0.024229692994717587 0.0083919634296586165 -0.022555881035259351 0.026408482576458361
leaf_weight=0.0010913471981642752 0.0010865509521476796 0.0014430724285021358 0.0011533171498344045 0.0012488900147664193 0.001063889497467955 0.0014218202171449551 0.0010338557575539737 0.0012802473893616106
leaf_count=314 560 221 176 1037 330 182 225 76
internal_value=0 0.00125362 -0.000761101 0.00230975 -0.00360894 0.00408859 -0.00463728 0.0139071
internal_weight=0 0.00973644 0.00864509 0.00720202 0.00476846 0.00351957 0.00245568 0.00243356
internal_count=3121 2561 2247 2026 1774 737 407 252
is_linear=0
shrinkage=0.1


Tree=4671
num_leaves=11
num_cat=0
split_feature=41 484 4 4 13 52 16 12 48 0
split_gain=0.000114533 8.19029e-05 9.44619e-05 5.14404e-05 6.62789e-05 0.000111433 0.000142248 8.96066e-05 8.58617e-05 5.17922e-05
threshold=0.075585000000000013 -1.0000000180025095e-35 0.27044500000000005 0.23246000000000003 -0.0034749999999999994 -0.020999999999999994 -0.078844999999999985 0.051320000000000005 0.086260000000000017 -0.10011499999999998
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 -3 -7 8 9 -6
right_child=-2 2 -4 -5 7 6 -8 -9 -10 -11
leaf_value=-0.00048977225127864446 -0.00063937874998848344 0.00077685483152263232 0.00061871766848786952 -0.00038156590486987998 0.00057486010566895173 0.00045622966260041112 -0.00042443494859464409 -0.00052810162448780435 -0.0003607905187620272 1.1095516934877321e-06
leaf_weight=0.0010171254482145399 0.0010273438741394613 0.0011593969858171042 0.0011691000903471327 0.0010473668338310061 0.0012223377743151298 0.0015501570814737253 0.0012936075027295615 0.0012522766592685465 0.0011449354381296573 0.001197484361536097
leaf_count=489 170 426 295 57 64 561 434 449 81 95
internal_value=0 4.26416e-05 9.17082e-05 2.92686e-05 7.80537e-05 0.000264506 5.56218e-05 -7.68957e-05 8.161e-05 0.000290931
internal_weight=0 0.0120538 0.0110367 0.00986756 0.0088202 0.00400316 0.00284376 0.00481703 0.00356476 0.00241982
internal_count=3121 2951 2462 2167 2110 1421 995 689 240 159
is_linear=0
shrinkage=0.00196078


Tree=4672
num_leaves=10
num_cat=0
split_feature=484 42 47 42 43 4 4 4 0
split_gain=0.000125042 7.32023e-05 7.89365e-05 0.000114891 8.86167e-05 8.85822e-05 8.83542e-05 0.000103575 5.92674e-05
threshold=-1.0000000180025095e-35 0.10256000000000001 0.10980000000000002 -1.0000000180025095e-35 -0.083134999999999987 0.25615500000000008 0.033845000000000007 -0.064804999999999988 0.056435000000000006
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 -5 6 7 8 -6
right_child=1 -3 -4 4 5 -7 -8 -9 -10
leaf_value=-0.00066224372719027303 -0.00044443749473598731 -0.00046050574953372512 0.00055439615428620542 0.00054744252087164842 -0.00055187155797527731 0.00051085303782089043 -0.00048178287183133818 0.00043807069045252321 0.00011920668790804893
leaf_weight=0.0010449320652876947 0.0016194928401848099 0.001006681495157786 0.0012562865316174251 0.0015605554696968889 0.0010214923365438628 0.001183647493215585 0.0015175247005406204 0.0016900885558176846 0.0010025840856661312
leaf_count=515 775 310 119 312 331 193 99 374 93
internal_value=0 4.52982e-05 9.22203e-05 3.17094e-05 0.00012839 2.64542e-05 -8.31389e-05 7.97381e-05 -0.000219467
internal_weight=0 0.0118584 0.0108517 0.00959539 0.00797589 0.00641534 0.00523169 0.00371416 0.00202408
internal_count=3121 2606 2296 2177 1402 1090 897 798 424
is_linear=0
shrinkage=0.00196078


Tree=4673
num_leaves=9
num_cat=0
split_feature=47 4 4 42 4 2 1 2
split_gain=2.06843e-05 6.69986e-05 8.19453e-05 5.18326e-05 4.73387e-05 6.87407e-05 9.07597e-05 3.89992e-05
threshold=0.12431000000000002 0.24564500000000003 0.055260000000000011 0.088915000000000008 0.0061450000000000003 0.084245000000000014 0.086560000000000012 0.096540000000000015
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 -1 7 -7
right_child=-2 -3 -4 -5 -6 6 -8 -9
leaf_value=0.021956513540725558 -0.013738628103334885 0.017575095314498791 -0.026186963713185435 -0.018082797284793974 0.022624131685950115 -0.0085971070105140771 -0.031545101513196387 0.018784994878726514
leaf_weight=0.0011002740502993025 0.0010205557705125741 0.0019961063155953191 0.0012711120153336272 0.0011163325547689819 0.0012533112580142888 0.0010593185099674455 0.0010216434247760052 0.0010219242147927248
leaf_count=430 91 402 246 644 130 760 260 158
internal_value=0 0.00121788 -0.00294468 0.00155014 0.00556682 0.000480615 -0.00713467 0.00484795
internal_weight=0 0.00984002 0.00784392 0.0065728 0.00545647 0.00420316 0.00310289 0.00208124
internal_count=3121 3030 2628 2382 1738 1608 1178 918
is_linear=0
shrinkage=0.1


Tree=4674
num_leaves=9
num_cat=0
split_feature=11 48 0 15 3 4 0 16
split_gain=2.07913e-05 3.00552e-05 0.000108412 4.5995e-05 0.00012092 5.07067e-05 4.36318e-05 3.55357e-05
threshold=0.076920000000000002 0.016865000000000002 -0.20211999999999997 -0.016799999999999995 0.10542000000000001 -0.076229999999999978 -0.10224499999999999 -0.078844999999999985
decision_type=2 2 2 2 2 2 2 2
left_child=1 3 -3 6 5 7 -1 -5
right_child=-2 2 -4 4 -6 -7 -8 -9
leaf_value=-0.026829315571410696 -0.012854994217789108 -0.0089777870691638059 0.031041571296429721 0.016629740139282409 0.03350814353354864 -0.020486528630852041 0.00050456291513261461 -0.0086579499076120028
leaf_weight=0.0012033955878628377 0.0011542999270086366 0.00140711201752175 0.0013044549856940438 0.001124709372808685 0.0010482958201365467 0.001340914136559452 0.0011345654363188141 0.0010984334696860761
leaf_count=198 226 82 478 496 71 546 678 346
internal_value=0 0.00134497 0.0102743 -0.0021387 0.00365306 -0.00512821 -0.0135647 0.00413534
internal_weight=0 0.00966188 0.00271157 0.00695031 0.00461235 0.00356406 0.00233796 0.00222314
internal_count=3121 2895 560 2335 1459 1388 876 842
is_linear=0
shrinkage=0.1


Tree=4675
num_leaves=9
num_cat=0
split_feature=50 48 40 1 52 160 16 0
split_gain=1.97418e-05 2.84777e-05 7.91498e-05 6.09789e-05 4.85501e-05 3.31902e-05 6.95976e-05 7.29299e-06
threshold=0.088425000000000017 0.11077000000000002 -1.0000000180025095e-35 0.10752500000000002 0.090245000000000006 0.08325500000000001 -0.056919999999999991 -0.11437499999999999
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 6 -4 -5
right_child=-2 -3 3 7 -6 -7 -8 -9
leaf_value=-0.022512888014103487 -0.012956187720356283 -0.014460801692854519 0.025997524216648894 0.015637171739722327 -0.013150794253069071 -0.0084139026178821161 -0.0049433880160971305 0.027694486220897596
leaf_weight=0.0010556512273494868 0.0010830938876651283 0.0010275668023155852 0.0016846758238588044 0.0010034812495509499 0.0016351993963435894 0.0010011933953860339 0.0012788545384031416 0.001003136315663288
leaf_count=296 560 118 521 102 472 219 635 198
internal_value=0 0.0012792 0.00314639 0.00670743 0.00134777 0.00732752 0.0126456 0.0216648
internal_weight=0 0.00968976 0.00866219 0.00760654 0.00559992 0.00396472 0.00296353 0.00200662
internal_count=3121 2561 2443 2147 1847 1375 1156 300
is_linear=0
shrinkage=0.1


Tree=4676
num_leaves=9
num_cat=0
split_feature=457 1 403 0 12 4 1 1
split_gain=2.19448e-05 4.4296e-05 4.40923e-05 9.15268e-05 6.66279e-05 0.000101849 5.19482e-05 4.44186e-05
threshold=0.080930000000000016 0.13146500000000003 0.03138500000000001 0.13134000000000004 0.088365000000000013 0.181285 0.10557500000000002 0.086560000000000012
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 4 6 -6 7 -1
right_child=-2 -3 -4 -5 5 -7 -8 -9
leaf_value=0.00069359492290261594 0.011261191255052275 0.01750588543289567 0.012858343714386704 0.020250063101448747 -0.045819063222688257 -0.00366198599104617 0.010804784516688081 -0.02764469733545645
leaf_weight=0.0011034580401242334 0.0014598391756488254 0.0010412007301200043 0.0012567672078538346 0.0010163881979213512 0.0011934211753710476 0.0011025023332156964 0.0014572851082882928 0.0011090286932598822
leaf_count=762 258 219 321 57 1004 87 205 208
internal_value=0 -0.0019286 -0.00438467 -0.0074884 -0.0122143 -0.0255752 -0.00385521 -0.0135112
internal_weight=0 0.00928005 0.00823885 0.00698208 0.0059657 0.00229592 0.00366977 0.00221249
internal_count=3121 2863 2644 2323 2266 1091 1175 970
is_linear=0
shrinkage=0.1


Tree=4677
num_leaves=11
num_cat=0
split_feature=48 0 2 48 52 12 52 12 160 16
split_gain=6.45295e-05 0.000114129 8.12811e-05 4.66682e-05 5.73851e-05 9.01778e-05 8.38112e-05 7.76705e-05 5.24523e-05 0.000138241
threshold=0.12474000000000002 -0.17169499999999996 0.098035000000000011 0.086665000000000006 0.11434500000000002 0.095110000000000014 0.070205000000000017 0.10673000000000001 -0.066074999999999981 -0.056919999999999991
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 6 8 -7 -3 -10
right_child=-2 3 -4 -5 -6 7 -8 -9 9 -11
leaf_value=7.2559699753036108e-05 -0.00047954377337617433 4.3622635520812675e-05 0.00085709716700445174 0.00033037028931193446 -0.00053057533129068741 0.0006716951362461393 0.00026836718283477313 -8.2982986395317192e-05 -0.00012513056641252538 -0.0010394892907168096
leaf_weight=0.0010279177861478557 0.0010030883422288009 0.0010417986997075259 0.0010032500911864341 0.0010734485546033791 0.0010575917839604843 0.0010639231184738428 0.0011858937651016629 0.0010337711986573698 0.0016637032878390903 0.0010288504384190014
leaf_count=76 102 287 94 362 402 286 438 193 427 454
internal_value=0 3.96113e-05 0.000460064 -5.37337e-05 -0.000104791 -4.06261e-05 -0.000185755 0.00029978 -0.000329967 -0.000474516
internal_weight=0 0.0111801 0.00203117 0.00914898 0.00807553 0.00701794 0.00492025 0.00209769 0.00373435 0.00269255
internal_count=3121 3019 170 2849 2487 2085 1606 479 1168 881
is_linear=0
shrinkage=0.00196078


Tree=4678
num_leaves=9
num_cat=0
split_feature=47 16 52 0 0 1 13 16
split_gain=2.45694e-05 6.56812e-05 6.89744e-05 4.2657e-05 8.13761e-05 0.000113852 6.33125e-05 3.76254e-05
threshold=0.12431000000000002 -0.48836499999999994 0.11434500000000002 -0.084269999999999984 -0.22491999999999998 0.094385000000000011 -0.084034999999999985 0.13751500000000003
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 -6 -5 -8
right_child=-2 2 -4 6 5 -7 7 -9
leaf_value=0.020801531610175047 -0.015027498076782265 0.01594801934936273 -0.025936133809720013 0.02998796122908436 -0.038409066313567844 0.0047217444451001676 0.010636863653900224 -0.014021371684598697
leaf_weight=0.001480540238749317 0.0010032439240021994 0.001125405158720838 0.0010561786935514936 0.0010351842129470031 0.0012070034750354649 0.0012415625197219407 0.0015356467929329843 0.0010364684220917925
leaf_count=252 91 67 400 190 804 195 749 373
internal_value=0 0.00140971 -0.00207563 0.00143363 -0.00630938 -0.0165393 0.0091051 0.000700496
internal_weight=0 0.00971799 0.00823745 0.00718127 0.00357397 0.00244857 0.0036073 0.00257212
internal_count=3121 3030 2778 2378 1066 999 1312 1122
is_linear=0
shrinkage=0.1


Tree=4679
num_leaves=8
num_cat=0
split_feature=42 49 151 42 4 16 15
split_gain=2.14544e-05 3.13834e-05 5.12959e-05 5.34155e-05 5.04069e-05 5.59858e-05 9.5006e-05
threshold=-1.0000000180025095e-35 -0.047584999999999995 -0.030624999999999996 0.091545000000000015 -0.27825499999999997 -0.15241499999999997 -0.024814999999999997
decision_type=2 2 2 2 2 2 2
left_child=-1 -2 -3 4 -4 -6 -7
right_child=1 2 3 -5 5 6 -8
leaf_value=-0.0099852320612302363 0.013090242336613038 -0.022003545255742364 -0.010936896848869124 -0.016265581959510719 0.031930618244291095 -0.016436385074300387 0.023387175080046434
leaf_weight=0.0018265366782545507 0.0019581558479357854 0.0010159520387818064 0.0011504263772901466 0.0012227856510031989 0.0010953670912591186 0.0011310867814783787 0.0012736015223110064
leaf_count=862 360 274 176 590 179 304 376
internal_value=0 0.00191893 -0.00125635 0.00233248 0.00722261 0.0131914 0.00465547
internal_weight=0 0.00884738 0.00688922 0.00587327 0.00465048 0.00350006 0.00240469
internal_count=3121 2259 1899 1625 1035 859 680
is_linear=0
shrinkage=0.1


Tree=4680
num_leaves=8
num_cat=0
split_feature=12 12 52 4 1 0 12
split_gain=1.85955e-05 5.3566e-05 5.60575e-05 7.96795e-05 8.93004e-05 0.00013258 2.03906e-05
threshold=0.10866500000000003 0.097825000000000009 0.070205000000000017 -0.04890499999999999 0.11181500000000001 -0.11437499999999999 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 -1 5 -5 -4
right_child=-2 -3 6 4 -6 -7 -8
leaf_value=-0.026129573575106587 -0.012807273207791688 0.022629682475897958 0.021985765852108166 0.026487341990166887 -0.020642973794838756 -0.015234272789129491 0.0035114338347508735
leaf_weight=0.0015394952051472665 0.0010399006272622134 0.0010462039846417326 0.0010517609715345387 0.001874875839133736 0.001421743305229449 0.0012827543554065071 0.0013830756519639712
leaf_count=558 249 269 164 215 280 671 715
internal_value=0 0.00127073 -0.00134168 -0.00644837 0.000168066 0.00953837 0.0114917
internal_weight=0 0.00959991 0.00855371 0.00611887 0.00457937 0.00315763 0.00243484
internal_count=3121 2872 2603 1724 1166 886 879
is_linear=0
shrinkage=0.1


Tree=4681
num_leaves=9
num_cat=0
split_feature=484 133 133 15 3 3 3 4
split_gain=0.000120347 0.000124975 0.000104792 0.000126295 0.000150662 7.75641e-05 6.64912e-05 3.92401e-05
threshold=-1.0000000180025095e-35 0.10622000000000002 0.083950000000000011 0.024640000000000006 -0.10519499999999998 -1.0000000180025095e-35 0.11296500000000002 0.018150000000000003
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 -6 7 -7
right_child=1 -3 -4 -5 5 6 -8 -9
leaf_value=-0.0006534869228406599 0.00063248818343688445 -0.0006068546149877609 0.00062331032360572194 -0.00040432148032306178 -0.00040053767289642913 9.2326319893229334e-05 -0.00014393693548145125 0.00060761316895810598
leaf_weight=0.0010332553661825559 0.0018743511770044959 0.001034463811573052 0.0013239137950911131 0.0019927543322849029 0.0014475467349957397 0.0011248394219722842 0.0019064113583052798 0.0011481496269937271
leaf_count=515 224 370 415 742 498 92 193 72
internal_value=0 4.42538e-05 0.000106516 3.44505e-05 0.000151012 -9.36865e-06 0.000126114 0.000352612
internal_weight=0 0.0118524 0.010818 0.00949405 0.0075013 0.00562695 0.0041794 0.00227299
internal_count=3121 2606 2236 1821 1079 855 357 164
is_linear=0
shrinkage=0.00196078


Tree=4682
num_leaves=7
num_cat=0
split_feature=15 43 16 3 0 13
split_gain=1.79007e-05 4.18435e-05 5.5002e-05 4.52412e-05 5.13271e-05 0.000107548
threshold=-0.11713499999999999 -0.17390999999999998 0.22339500000000004 0.090900000000000009 -0.10224499999999999 -0.017449999999999997
decision_type=2 2 2 2 2 2
left_child=-1 -2 3 4 -3 -6
right_child=1 2 -4 -5 5 -7
leaf_value=-0.0092081223075128182 0.017010841211371096 -0.018624861449148041 -0.01990062366658845 0.016041608162219719 -0.015145853332549409 0.023704771644265391
leaf_weight=0.0017947633228337602 0.0014925226042484937 0.0013981711454170657 0.0013133341247932237 0.0017848943503573356 0.0013903379882377093 0.0014615884003898343
leaf_count=484 184 221 385 182 1077 588
internal_value=0 0.0017457 -0.00135481 0.00268113 -0.00292981 0.00476477
internal_weight=0 0.00884085 0.00734833 0.00603499 0.0042501 0.00285193
internal_count=3121 2637 2453 2068 1886 1665
is_linear=0
shrinkage=0.1


Tree=4683
num_leaves=8
num_cat=0
split_feature=42 43 3 16 1 3 4
split_gain=2.07521e-05 3.31082e-05 5.92816e-05 4.64014e-05 3.11143e-05 0.000122959 4.2036e-05
threshold=-1.0000000180025095e-35 -0.074359999999999996 -0.082154999999999992 0.061255000000000011 0.10439500000000002 0.12178000000000001 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2
left_child=-1 2 -2 4 6 -6 -3
right_child=1 3 -4 -5 5 -7 -8
leaf_value=-0.0097975013255067103 -0.0016130198700488323 0.0076647374255248164 0.030319654199773744 -0.017762965033831925 0.035148830232892198 -0.013116143898826782 -0.016554430859612907
leaf_weight=0.0018242446050711859 0.0013634685204100324 0.0014808950201776439 0.0010135166068593968 0.0014201862315019595 0.0010972757326464947 0.0010170928472710162 0.0013886427484848336
leaf_count=862 403 565 500 277 146 160 208
internal_value=0 0.00192386 0.0120027 -0.00181706 0.0027268 0.0119315 -0.00405554
internal_weight=0 0.00878108 0.00237699 0.00640409 0.00498391 0.00211437 0.00286954
internal_count=3121 2259 903 1356 1079 306 773
is_linear=0
shrinkage=0.1


Tree=4684
num_leaves=9
num_cat=0
split_feature=52 157 49 0 1 2 16 43
split_gain=1.77828e-05 3.35403e-05 5.55682e-05 6.92675e-05 6.547e-05 5.26497e-05 7.52098e-05 5.42509e-05
threshold=0.15915500000000002 -0.072409999999999988 -0.081404999999999991 -0.11756999999999999 0.11039500000000001 0.092120000000000021 0.15891500000000003 -0.074359999999999996
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 -4 7 -7 -5
right_child=-2 2 3 5 -6 6 -8 -9
leaf_value=0.018511450191463406 -0.01250707798204061 0.018942766308818384 -0.0027433851119520367 0.0084171396699263944 -0.037414049255206645 0.034118738224193791 -0.0044541676795149697 -0.0181666171609948
leaf_weight=0.0010091912420854892 0.0010384990002167025 0.0012247614462540211 0.0011640003186730598 0.0014241162936062027 0.0010236105831112822 0.0010115361983205437 0.0010104123041521985 0.0016654063012750638
leaf_count=369 368 176 200 435 116 423 238 796
internal_value=0 0.00127297 -0.000768007 -0.00407541 -0.0189662 0.00229757 0.014843 -0.00591283
internal_weight=0 0.00953303 0.00852384 0.00729908 0.00218761 0.00511147 0.00202195 0.00308952
internal_count=3121 2753 2384 2208 316 1892 661 1231
is_linear=0
shrinkage=0.1


Tree=4685
num_leaves=8
num_cat=0
split_feature=42 157 43 16 0 16 1
split_gain=2.00479e-05 2.83186e-05 3.66134e-05 5.22311e-05 6.39092e-05 5.02372e-05 3.96178e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.074359999999999996 -0.056919999999999991 -0.10224499999999999 -0.014034999999999997 0.094465000000000007
decision_type=2 2 2 2 2 2 2
left_child=-1 -2 5 4 6 -3 -4
right_child=1 2 3 -5 -6 -7 -8
leaf_value=-0.0096260791306969021 -0.012430656436338845 -0.00053746372720602789 -0.018088415961432711 -0.014066901540654026 0.024648234740758199 0.030502493201030531 0.0081639104735345344
leaf_weight=0.001817737365650403 0.0011877409853993885 0.0010128279073789565 0.0010043285948154457 0.0018005829762112614 0.0012891183759649516 0.0010746615606395048 0.0013442788569864306
leaf_count=862 504 337 95 414 454 287 168
internal_value=0 0.00191941 0.00418417 -0.000137225 0.00675762 0.0154422 -0.0030623
internal_weight=0 0.00871354 0.0075258 0.00543831 0.00363773 0.00208749 0.00234861
internal_count=3121 2259 1755 1131 717 624 263
is_linear=0
shrinkage=0.1


Tree=4686
num_leaves=7
num_cat=0
split_feature=133 160 42 151 4 16
split_gain=1.90917e-05 4.17824e-05 5.18058e-05 6.89924e-05 8.32792e-05 6.09496e-05
threshold=-0.085499999999999979 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.0083949999999999979 0.076415000000000025 -0.056919999999999991
decision_type=2 2 2 2 2 2
left_child=-1 -2 -3 -4 5 -5
right_child=1 2 3 4 -6 -7
leaf_value=0.011607532510820872 -0.014491100297187118 -0.016183892284946752 -0.015256158612797536 0.018531331022118718 0.031755450379608502 -0.00880005311013826
leaf_weight=0.0012363917420953234 0.0019829836733887829 0.0013033522669938678 0.0012331302157511746 0.0014104233400522659 0.001401630952858131 0.0019357245688282577
leaf_count=488 866 502 287 340 202 436
internal_value=0 -0.00162182 0.00188157 0.00581837 0.011292 0.0027203
internal_weight=0 0.00926725 0.00728426 0.00598091 0.00474778 0.00334615
internal_count=3121 2633 1767 1265 978 776
is_linear=0
shrinkage=0.1


Tree=4687
num_leaves=10
num_cat=0
split_feature=48 4 0 42 47 0 42 1 16
split_gain=7.56775e-05 0.000103099 6.95983e-05 7.24141e-05 5.93708e-05 7.50999e-05 7.80253e-05 6.37542e-05 0.000104427
threshold=0.12474000000000002 0.36766000000000004 0.15398500000000004 0.092395000000000019 0.09550500000000002 -0.22491999999999998 0.084635000000000016 0.095285000000000022 -0.078844999999999985
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 -1 7 8 -7
right_child=-2 -3 -4 -5 -6 6 -8 -9 -10
leaf_value=0.0003780310982864896 -0.00051678150528155413 0.00053922783852159643 0.0004387899728515938 -0.00054601958793152889 0.00039300782511518789 -8.5844451499243008e-05 0.0002101413984076583 4.3807511751420241e-05 -0.00084963418718467622
leaf_weight=0.0011077542346430479 0.0010012692538245152 0.0014227918274622763 0.0011058874713918325 0.0011322021011448804 0.0011643008713094751 0.0013043917507077178 0.0014373085583758525 0.0012574190351352897 0.0014568870132443746
leaf_count=69 102 308 49 493 171 510 603 272 544
internal_value=0 4.54764e-05 -2.50127e-05 -8.29019e-05 -1.50527e-05 -8.74358e-05 -0.000181941 -0.000322172 -0.00048883
internal_weight=0 0.0113889 0.00996615 0.00886026 0.00772806 0.00656376 0.00545601 0.0040187 0.00276128
internal_count=3121 3019 2711 2662 2169 1998 1929 1326 1054
is_linear=0
shrinkage=0.00196078


Tree=4688
num_leaves=9
num_cat=0
split_feature=484 15 151 49 2 2 13 4
split_gain=1.92695e-05 2.84165e-05 6.50459e-05 4.47663e-05 7.37008e-05 0.000119625 5.34209e-05 3.06885e-05
threshold=0.085515000000000022 -0.11713499999999999 -0.077429999999999985 -0.054319999999999993 0.10981000000000002 0.095195000000000016 -0.014169999999999999 0.0067750000000000006
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 5 6 -5 -8
right_child=-2 2 3 4 -6 -7 7 -9
leaf_value=-0.014021911007744515 0.012844540121481136 0.024075461354225326 -0.018870051670670261 -0.010564331962009683 0.025866308756713211 -0.033496737340229461 0.0026145572769611827 0.026723466899364112
leaf_weight=0.0015162467160550657 0.0010430957014786841 0.0010522388207324547 0.0013603532334193098 0.0013574326382089878 0.0010056425075207634 0.0010580135087463827 0.0010394438253804464 0.0010730222250777298
leaf_count=400 341 321 169 802 268 293 464 63
internal_value=0 -0.00147669 0.00091713 -0.0026176 0.00137786 -0.00406099 0.00491432 0.0148606
internal_weight=0 0.00946239 0.00794615 0.00689391 0.00553355 0.00452791 0.0034699 0.00211247
internal_count=3121 2780 2380 2059 1890 1622 1329 527
is_linear=0
shrinkage=0.1


Tree=4689
num_leaves=10
num_cat=0
split_feature=52 52 4 15 13 1 12 15 2
split_gain=5.18867e-05 0.00010234 6.94566e-05 9.12843e-05 7.54429e-05 6.3739e-05 0.000130719 0.000132307 6.08957e-05
threshold=0.19022000000000003 0.11008000000000001 0.24564500000000003 -0.15026499999999995 0.18141000000000002 0.11212500000000002 0.084100000000000022 0.088235000000000022 0.089775000000000008
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 4 -4 5 6 8 -8 -1
right_child=-2 -3 3 -5 -6 -7 7 -9 -10
leaf_value=5.6415142811535724e-05 -0.00042789932156692053 0.0006175005354866767 0.000679578910985811 -0.00012308863309117197 -0.00059288131688265083 -0.00046030153185505878 -0.00069336179713036939 0.00015255436116190085 0.00061336367387893921
leaf_weight=0.0015171496858883476 0.001004050490473341 0.0010589839124712066 0.0011157405867206088 0.0010644043976534693 0.0010653075460383167 0.0011249024906799555 0.0013626362987247112 0.001486183128575045 0.0015020172431213855
leaf_count=318 350 183 203 138 120 159 1042 409 199
internal_value=0 3.72249e-05 -2.27948e-05 0.000287695 -0.000106798 -3.27472e-05 4.92157e-05 -0.000252061 0.000333494
internal_weight=0 0.0112973 0.0102383 0.00218014 0.0080582 0.00699289 0.00586799 0.00284882 0.00301917
internal_count=3121 2771 2588 341 2247 2127 1968 1451 517
is_linear=0
shrinkage=0.00196078


Tree=4690
num_leaves=8
num_cat=0
split_feature=47 4 4 3 2 3 4
split_gain=2.0203e-05 5.28319e-05 8.18501e-05 4.88415e-05 6.40829e-05 7.13075e-05 5.18937e-05
threshold=0.11926500000000002 0.24564500000000003 0.055260000000000011 -0.078934999999999991 0.083215000000000011 0.092670000000000016 -0.083854999999999985
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 6 -5 -6 -1
right_child=-2 -3 -4 4 5 -7 -8
leaf_value=0.003220476216325804 -0.013414220589257383 0.016267951715451808 -0.026376150677589211 0.029854753948258862 -0.018119166454353557 0.014558542558038829 -0.025936790908456138
leaf_weight=0.0014997952463544663 0.0010209228916804184 0.0019068294568971994 0.0011947365164660549 0.0010836027081123517 0.0011320248727238681 0.0016283187589115622 0.001029347733527251
leaf_count=489 112 398 235 252 451 167 1017
internal_value=0 0.00139161 -0.00235671 0.00214611 0.00924708 0.00115732 -0.00864638
internal_weight=0 0.00947466 0.00756783 0.00637309 0.00384395 0.00276034 0.00252914
internal_count=3121 3009 2611 2376 870 618 1506
is_linear=0
shrinkage=0.1


Tree=4691
num_leaves=8
num_cat=0
split_feature=50 16 160 52 43 2 1
split_gain=1.86513e-05 3.9196e-05 6.76414e-05 5.45461e-05 5.27368e-05 5.08814e-05 3.93688e-05
threshold=0.088425000000000017 -0.014034999999999997 -0.071139999999999995 0.084960000000000022 -0.074359999999999996 0.092755000000000018 0.091900000000000023
decision_type=2 2 2 2 2 2 2
left_child=1 3 -3 5 -4 6 -1
right_child=-2 2 4 -5 -6 -7 -8
leaf_value=0.021995233292202539 -0.012773900567731644 0.028790423248570181 0.014242656658151047 -0.02501496587342944 -0.012190441341366251 -0.012373463864530842 -0.0034812648569297723
leaf_weight=0.0012873982829806629 0.0010368778109055643 0.0011847074197063605 0.00146227701581296 0.0010329336786419939 0.0015599825663414157 0.001747316687226913 0.001146938081187933
leaf_count=291 560 331 372 663 404 359 141
internal_value=0 0.00135675 0.00853776 -0.00443666 0.000598835 0.000646508 0.00999198
internal_weight=0 0.00942155 0.00420697 0.00521459 0.00302226 0.00418165 0.00243434
internal_count=3121 2561 1107 1454 776 791 432
is_linear=0
shrinkage=0.1


Tree=4692
num_leaves=9
num_cat=0
split_feature=48 0 0 47 13 1 4 16
split_gain=5.6401e-05 7.93164e-05 5.71722e-05 5.83258e-05 0.000105396 0.000115387 4.81934e-05 5.35247e-05
threshold=0.11951500000000001 -0.17169499999999996 -0.060129999999999996 0.092710000000000015 -0.0034749999999999994 0.08844500000000001 -0.49405499999999997 0.22339500000000004
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 -3 -4 -8
right_child=-2 2 6 -5 -6 -7 7 -9
leaf_value=0.00039082431690980006 -0.0004422225494005334 -0.00018047788869606505 -0.00021478085214494369 -0.00059769445922867848 -0.00048112524147413919 0.00062395924963694501 0.00051751182440306774 -3.9211109911274493e-05
leaf_weight=0.0019486155856660537 0.0010581056869682125 0.0016660690314323403 0.0010543654861493654 0.001013398978257969 0.0015838515149716051 0.0011648344117732362 0.0015513061709655608 0.0011607404260446999
leaf_count=165 114 1212 154 188 452 448 257 131
internal_value=0 3.14812e-05 -4.46748e-05 -0.000173468 -7.60881e-05 0.000150525 0.000140943 0.000279238
internal_weight=0 0.0111432 0.00919457 0.00542815 0.00441475 0.0028309 0.00376641 0.00271205
internal_count=3121 3007 2842 2300 2112 1660 542 388
is_linear=0
shrinkage=0.00196078


Tree=4693
num_leaves=10
num_cat=0
split_feature=133 13 42 48 0 3 16 0 0
split_gain=6.87059e-05 8.40669e-05 6.38733e-05 9.09206e-05 0.000103942 8.26523e-05 0.000101895 0.000100664 8.65878e-05
threshold=0.10622000000000002 -0.23438999999999996 0.09832500000000001 0.11280000000000003 -0.17169499999999996 0.076840000000000006 0.0065250000000000004 -0.083914999999999976 -0.10224499999999999
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 6 7 8 -6
right_child=-2 2 -4 -5 5 -7 -8 -9 -10
leaf_value=0.00052657190318373709 -0.00049351785678632132 0.00044184427297029084 0.00042633239004286619 -0.00061042042352837023 -0.00037295840157098111 -0.00062692963439431033 0.00039148322366360861 -0.00065801618274815849 0.00036491555740486537
leaf_weight=0.0012174947572787453 0.0010116672747176687 0.0016215146685863401 0.0011044268910728383 0.0010679870454416143 0.0011178802568472574 0.0010161123101700142 0.0016308815054693919 0.0012193884394730075 0.0013496366883761816
leaf_count=157 435 134 210 82 208 104 487 608 696
internal_value=0 3.97629e-05 -1.87578e-05 -7.3235e-05 -1.11973e-06 -0.000114521 -1.6611e-05 -0.000197129 3.06302e-05
internal_weight=0 0.0113453 0.0101278 0.0090234 0.00795541 0.0063339 0.00531779 0.00368691 0.00246752
internal_count=3121 2686 2529 2319 2237 2103 1999 1512 904
is_linear=0
shrinkage=0.00196078


Tree=4694
num_leaves=9
num_cat=0
split_feature=133 13 16 12 13 2 49 16
split_gain=8.26373e-05 0.000101314 6.95237e-05 8.13305e-05 7.37373e-05 5.71891e-05 5.54127e-05 7.17219e-05
threshold=0.10622000000000002 -0.23438999999999996 0.23311500000000004 0.092355000000000007 -0.010384999999999998 0.088475000000000012 -0.054984999999999992 -0.074319999999999983
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 -3 -6 -8
right_child=-2 2 -4 -5 6 -7 7 -9
leaf_value=0.00057146863431407153 -0.00054424240564725061 -8.423003825664141e-05 0.00035204506493591883 -0.0004948361328127478 -0.00054828291836156982 0.00049913846227881797 -0.00036187788561900964 0.00021440826397873337
leaf_weight=0.0012326959065634352 0.0010115889013405681 0.0011097791988392972 0.0016010126271701263 0.0015809913340552673 0.0010620041897378314 0.0015462810343512565 0.0014632690098996749 0.0019194482210796002
leaf_count=157 435 721 387 428 111 373 325 184
internal_value=0 4.02778e-05 -2.34012e-05 -9.26375e-05 -3.08787e-06 0.00025539 -0.000157548 -3.4877e-05
internal_weight=0 0.0115155 0.0102828 0.00868177 0.00710078 0.00265606 0.00444472 0.00338272
internal_count=3121 2686 2529 2142 1714 1094 620 509
is_linear=0
shrinkage=0.00196078


Tree=4695
num_leaves=8
num_cat=0
split_feature=47 16 52 0 0 0 16
split_gain=1.6873e-05 5.01833e-05 5.77641e-05 4.85838e-05 7.30741e-05 8.89894e-05 4.84851e-05
threshold=0.11926500000000002 -0.48836499999999994 0.11434500000000002 -0.077999999999999986 -0.10607499999999999 -0.14920999999999998 0.15891500000000003
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 4 5 -3 -5
right_child=-2 2 -4 6 -6 -7 -8
leaf_value=0.018462802666756966 -0.012246524075766492 -0.010639543185402341 -0.023938981992784242 0.023453274780204952 -0.0242268917420351 0.026519563909987845 -0.00226210060410119
leaf_weight=0.0014389334099544843 0.0010246655316326321 0.0016384748247972557 0.0010290648484960188 0.0015430255047760113 0.0013922204238312674 0.0010623374216469552 0.0013970251009461205
leaf_count=249 112 139 399 474 1222 175 351
internal_value=0 0.00126004 -0.00181032 0.0014275 -0.00561664 0.00397662 0.0112341
internal_weight=0 0.00950108 0.00806215 0.00703308 0.00409303 0.00270081 0.00294005
internal_count=3121 3009 2760 2361 1536 314 825
is_linear=0
shrinkage=0.1


Tree=4696
num_leaves=8
num_cat=0
split_feature=11 13 12 0 151 4 1
split_gain=1.84824e-05 3.49464e-05 5.21314e-05 8.77358e-05 5.5541e-05 4.33428e-05 2.90024e-05
threshold=0.076920000000000002 -0.094514999999999988 -0.010834999999999999 -0.053834999999999994 -0.0083949999999999979 0.053180000000000012 0.088485000000000022
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -3 4 -4 6 -6
right_child=-2 2 3 -5 5 -7 -8
leaf_value=0.013272236992562214 -0.012196963810820367 0.018746773385354062 -0.01766291080139101 -0.0279815556639069 0.0096538400090677452 0.018912661715765527 -0.013753476979867389
leaf_weight=0.0019609757324545512 0.0011188325784320255 0.00106374466192355 0.0012209141837698882 0.001332516016331357 0.0010092637695936673 0.0016698593860262566 0.0011131615380035732
leaf_count=322 226 320 332 273 1102 229 317
internal_value=0 0.00140148 -0.00174022 -0.00517449 0.00088766 0.00685996 -0.00262274
internal_weight=0 0.00937044 0.00740946 0.00634571 0.0050132 0.00379228 0.00212243
internal_count=3121 2895 2573 2253 1980 1648 1419
is_linear=0
shrinkage=0.1


Tree=4697
num_leaves=9
num_cat=0
split_feature=0 0 3 15 15 4 15 12
split_gain=1.93532e-05 4.24119e-05 4.79488e-05 0.000104844 5.85637e-05 7.96148e-05 4.20265e-05 2.62109e-05
threshold=-0.061629999999999997 -0.082009999999999986 -0.087909999999999988 -0.0088349999999999974 -0.095244999999999982 0.053925000000000008 -1.0000000180025095e-35 0.09141500000000001
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 -4 -2 -8
right_child=6 -3 3 -5 -6 -7 7 -9
leaf_value=-0.019358750880572984 0.022628683831719149 -0.021748532447732387 0.021689153256285641 0.024501009139148874 -0.026309415636016555 -0.01536015606714481 -0.013533222981225744 0.0079613630047618983
leaf_weight=0.0010400208236346553 0.0010644158386870109 0.0010322098948994628 0.0011275910635708318 0.0016915373554381272 0.001000441374408904 0.001194357366900378 0.0010042129529483179 0.0013039709732541802
leaf_count=334 267 851 182 490 452 228 158 159
internal_value=0 -0.00301267 0.000181835 0.00423507 -0.00608299 0.00263183 0.00619032 -0.00139021
internal_weight=0 0.00708616 0.00605395 0.00501393 0.00332239 0.00232195 0.0033726 0.00230818
internal_count=3121 2537 1686 1352 862 410 584 317
is_linear=0
shrinkage=0.1


Tree=4698
num_leaves=9
num_cat=0
split_feature=457 1 15 4 4 16 2 16
split_gain=1.95034e-05 4.42373e-05 5.54994e-05 5.85657e-05 7.17154e-05 6.30891e-05 2.22007e-05 1.67365e-05
threshold=0.045365000000000009 0.11588000000000001 0.088655000000000025 -0.0029599999999999995 -0.084369999999999987 -0.074319999999999983 0.099185000000000009 -0.034884999999999992
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 4 6 -5 -1 -3
right_child=-2 7 -4 5 -6 -7 -8 -9
leaf_value=-0.013950134480623778 0.010805032316052759 0.020327817089484859 -0.025056092076842153 -0.027495448321163976 0.027560322941134276 0.0044125107874039759 0.0064949041568412181 0.002105879733063283
leaf_weight=0.0010398859747664099 0.001430473979755772 0.0010150231169319245 0.0012051596788610966 0.0013625258785498766 0.0011422887974631294 0.0011365625973694239 0.0010855679082607539 0.0010012807445911685
leaf_count=378 289 242 636 349 684 279 124 140
internal_value=0 -0.00176641 -0.00553914 -0.00146046 0.00735246 -0.012984 -0.0035079 0.0112789
internal_weight=0 0.00898829 0.00697199 0.00576683 0.00326774 0.00249909 0.00212545 0.0020163
internal_count=3121 2832 2450 1814 1186 628 502 382
is_linear=0
shrinkage=0.1


Tree=4699
num_leaves=7
num_cat=0
split_feature=42 156 52 12 52 15
split_gain=1.8816e-05 3.19204e-05 4.62052e-05 4.82465e-05 7.60798e-05 3.4304e-05
threshold=-1.0000000180025095e-35 0.084085000000000007 -0.081429999999999989 0.095330000000000012 0.070205000000000017 -0.10091499999999999
decision_type=2 2 2 2 2 2
left_child=-1 2 -2 4 5 -4
right_child=1 -3 3 -5 -6 -7
leaf_value=-0.009367316825214007 0.021310297845684216 -0.014785106038181778 0.0080161532164183188 -0.016150253583508401 0.021094350287108765 -0.013432412121973124
leaf_weight=0.0017891144823700402 0.0012975595329358172 0.0010111580192276029 0.0012767352748917018 0.0013523213318552049 0.0018657945878442113 0.0017926867129060915
leaf_count=862 414 385 201 294 513 452
internal_value=0 0.00190468 0.00412957 0.000583979 0.0051694 -0.00451082
internal_weight=0 0.00859626 0.0075851 0.00628754 0.00493522 0.00306942
internal_count=3121 2259 1874 1460 1166 653
is_linear=0
shrinkage=0.1


Tree=4700
num_leaves=9
num_cat=0
split_feature=14 15 133 42 4 12 49 52
split_gain=5.49495e-05 6.2331e-05 4.02418e-05 6.49101e-05 0.000112716 0.000102785 6.96224e-05 4.26888e-05
threshold=-1.0000000180025095e-35 -0.10653 -0.083244999999999986 0.091295000000000015 0.08184000000000001 0.084225000000000008 -0.006494999999999999 0.08976000000000002
decision_type=2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 5 6 -4 -7
right_child=1 2 3 -5 -6 7 -8 -9
leaf_value=-0.00042707073762606926 0.00039165048227481455 0.00029444996593232681 -0.00013222928244380615 0.00029375337336354094 -0.00071525442825161941 -0.0006466581808222048 0.00043307245840716748 -9.9839200997823912e-05
leaf_weight=0.001085972473470591 0.0016113506268246253 0.0013053633901959601 0.0015540011239014813 0.0014924318259814115 0.0011566125570150092 0.0010955841355705636 0.0018170058748836924 0.0010999925377947247
leaf_count=161 388 393 214 503 139 791 306 226
internal_value=0 3.50066e-05 -2.53525e-05 -7.61653e-05 -0.000158281 -4.25539e-05 0.000172474 -0.0003727
internal_weight=0 0.0111323 0.00952099 0.00821563 0.0067232 0.00556658 0.00337101 0.00219558
internal_count=3121 2960 2572 2179 1676 1537 520 1017
is_linear=0
shrinkage=0.00196078


Tree=4701
num_leaves=8
num_cat=0
split_feature=47 4 4 2 48 2 3
split_gain=1.7659e-05 5.41644e-05 7.67482e-05 4.36381e-05 6.37313e-05 3.79994e-05 3.54562e-05
threshold=0.11926500000000002 0.24564500000000003 0.055260000000000011 0.10981000000000002 0.083985000000000018 0.079055000000000014 -0.082974999999999979
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 4 5 -1 -7
right_child=-2 -3 -4 -5 -6 6 -8
leaf_value=0.0047719526978369188 -0.012623193114962626 0.016399765186803 -0.025843927324523959 0.019020500311009405 0.01612162198618259 -0.0053294023991949935 -0.029682671215093666
leaf_weight=0.001301649174544933 0.0010069753253762375 0.0018981274854089937 0.0011865321469519702 0.0012020055996841859 0.0013879018783571825 0.001311342605170877 0.0010987346320704872
leaf_count=479 112 398 235 270 356 721 550
internal_value=0 0.00131165 -0.00251294 0.00188004 -0.00216004 -0.00899599 -0.0164319
internal_weight=0 0.00938629 0.00748817 0.00630163 0.00509963 0.00371173 0.00241008
internal_count=3121 3009 2611 2376 2106 1750 1271
is_linear=0
shrinkage=0.1


Tree=4702
num_leaves=9
num_cat=0
split_feature=11 48 0 2 42 15 0 13
split_gain=5.09679e-05 4.30488e-05 0.000188077 5.51556e-05 7.15576e-05 6.23352e-05 4.59667e-05 6.94288e-05
threshold=0.080455000000000013 0.016865000000000002 -0.20211999999999997 0.11293500000000002 -0.088669999999999985 0.09006500000000002 -0.10224499999999999 -0.033284999999999988
decision_type=2 2 2 2 2 2 2 2
left_child=1 3 -3 4 -1 6 -6 -8
right_child=-2 2 -4 -5 5 -7 7 -9
leaf_value=0.00027263233475394866 -0.00043499554357638099 -0.00026603350709782509 0.00068193121131032307 0.00032307240244587853 -0.00062805709094889068 0.00021147971937280008 -0.00045330494539265253 0.00015974907659393903
leaf_weight=0.0013937181426767701 0.0010027096762528385 0.0015767729776960948 0.0016432362754113987 0.0012720723066967504 0.0013604772478279866 0.0010082398860111301 0.0016615441344729818 0.0012404850452881946
leaf_count=299 189 82 494 335 173 438 760 351
internal_value=0 2.65126e-05 0.000217732 -5.1069e-05 -0.000122483 -0.000226961 -0.000330669 -0.000191252
internal_weight=0 0.0111565 0.00322001 0.00793654 0.00666446 0.00527075 0.00426251 0.00290203
internal_count=3121 2932 576 2356 2021 1722 1284 1111
is_linear=0
shrinkage=0.00196078


Tree=4703
num_leaves=10
num_cat=0
split_feature=484 42 16 16 1 3 1 0 4
split_gain=0.000132116 7.85347e-05 9.67074e-05 8.21177e-05 9.03566e-05 6.08456e-05 7.65804e-05 5.37743e-05 0.000109374
threshold=-1.0000000180025095e-35 0.10194000000000002 -0.014034999999999997 -0.072359999999999994 0.10937500000000001 0.083060000000000009 0.077845000000000011 -0.083914999999999976 0.010840000000000001
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 7 6 -4 8 -2
right_child=1 -3 5 -5 -6 -7 -8 -9 -10
leaf_value=-0.00068678021822633371 0.00048137056263989741 -0.00046311746354288347 0.00017068423737796456 -0.00056055335973609159 0.00047257049906584861 6.1020942120779477e-05 0.00085380727974164873 -0.00049255013671319536 -0.00032079535749604966
leaf_weight=0.0010007700604750336 0.0011747533565374642 0.0010216459131797322 0.0012122405285171216 0.0010227427210747347 0.0013990894219512817 0.0018884206311940988 0.0013157051452990065 0.001031844653638423 0.0014727950476703371
leaf_count=515 363 319 386 245 236 136 334 400 187
internal_value=0 5.58977e-05 0.000106313 -5.3652e-05 4.84316e-05 0.000327306 0.000526225 -0.000112847 3.51366e-05
internal_weight=0 0.0115392 0.0105176 0.00610123 0.00507848 0.00441637 0.00252795 0.00367939 0.00264755
internal_count=3121 2606 2287 1431 1186 856 720 950 550
is_linear=0
shrinkage=0.00196078


Tree=4704
num_leaves=7
num_cat=0
split_feature=0 47 3 43 3 2
split_gain=1.92716e-05 3.89248e-05 6.09818e-05 5.70911e-05 8.28034e-05 3.20354e-05
threshold=-0.061629999999999997 0.087235000000000021 -0.08824499999999999 -0.067899999999999974 0.090900000000000009 0.10097500000000002
decision_type=2 2 2 2 2 2
left_child=1 2 -1 -4 -5 -2
right_child=5 -3 3 4 -6 -7
leaf_value=-0.020317361660414007 0.014415351391342913 -0.015682206251736105 0.02681517561815517 -0.017517573261859067 0.015018041839043301 -0.0053300027506188478
leaf_weight=0.0010420778239280922 0.0019660221702014844 0.0018066551096194219 0.0010568580304756532 0.0014568785328973469 0.0016891610952571925 0.0014116598481263452
leaf_count=480 264 307 696 856 198 320
internal_value=0 -0.00302311 0.00133737 0.0067065 -4.86594e-05 0.00616303
internal_weight=0 0.00705163 0.00524498 0.0042029 0.00314604 0.00337768
internal_count=3121 2537 2230 1750 1054 584
is_linear=0
shrinkage=0.1


Tree=4705
num_leaves=10
num_cat=0
split_feature=159 1 0 0 3 15 2 4 16
split_gain=6.5697e-05 6.38582e-05 5.3608e-05 9.15361e-05 7.21459e-05 5.14763e-05 8.9814e-05 7.82007e-05 2.48763e-05
threshold=-0.032739999999999991 0.13146500000000003 -0.077999999999999986 -0.10011499999999998 -0.088084999999999983 -0.11713499999999999 0.092875000000000013 0.053180000000000012 0.064860000000000015
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 5 8 -2 7 -7 -4
right_child=1 -3 4 -5 -6 6 -8 -9 -10
leaf_value=-0.00048405022255435768 -0.00032742010060358778 0.00048714375252249266 0.00063161903826056999 -0.00054874503741698846 -0.00012801397845040152 -5.8499401093212978e-07 -0.00028359791389722381 0.00069194169934127137 0.00020626129569640999
leaf_weight=0.0010160195669238975 0.0013324145536862987 0.0010923046105490572 0.0010431874417717569 0.0014706989094325912 0.0016823170782280096 0.0012746951419720914 0.0013745741292136423 0.0012335722933300014 0.0010716464581959073
leaf_count=421 143 216 121 1157 540 123 203 55 142
internal_value=0 3.59707e-05 -1.104e-05 -0.000116709 0.00017502 5.12511e-06 0.000119239 0.000340001 0.000416078
internal_weight=0 0.0115754 0.0104831 0.00668596 0.00379715 0.00521526 0.00388284 0.00250827 0.00211483
internal_count=3121 2700 2484 1681 803 524 381 178 263
is_linear=0
shrinkage=0.00196078


Tree=4706
num_leaves=8
num_cat=0
split_feature=133 160 52 13 1 4 1
split_gain=2.09593e-05 4.81262e-05 5.00376e-05 4.59421e-05 4.51729e-05 7.28669e-05 6.3358e-05
threshold=-0.085499999999999979 -1.0000000180025095e-35 0.10347000000000002 -0.084034999999999985 0.077565000000000009 0.0061450000000000003 0.11212500000000002
decision_type=2 2 2 2 2 2 2
left_child=-1 -2 3 -3 -5 -6 -7
right_child=1 2 -4 4 5 6 -8
leaf_value=0.012161979932108836 -0.015556032386073212 0.013147670545824301 0.01997307861616885 -0.025452873136879963 -0.023104260353126141 0.023877302566873981 -0.0091416120864271661
leaf_weight=0.0012391410871361455 0.0019681088668576643 0.0015300412575316551 0.0012853091982734967 0.0010167360771431077 0.0010650580771886589 0.0012445449905147366 0.0010901943978728118
leaf_count=488 866 364 171 549 457 101 125
internal_value=0 -0.00169173 0.00208135 -0.00178582 -0.0069593 -0.00142865 0.00845929
internal_weight=0 0.00919999 0.00723188 0.00594657 0.00441653 0.0033998 0.00233474
internal_count=3121 2633 1767 1596 1232 683 226
is_linear=0
shrinkage=0.1


Tree=4707
num_leaves=9
num_cat=0
split_feature=0 1 15 3 2 15 2 49
split_gain=4.60542e-05 5.16369e-05 7.9575e-05 4.63377e-05 6.4852e-05 5.52397e-05 0.000133054 5.91299e-05
threshold=0.15398500000000004 0.077565000000000009 0.088235000000000022 0.097915000000000016 0.116525 0.024640000000000006 1.0000000180025095e-35 -0.006494999999999999
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 -1 5 -5 6 -3 -8
right_child=-2 3 -4 4 -6 -7 7 -9
leaf_value=-0.00056932914125914634 0.00037940930967179665 -0.00012648316125826598 9.0729821608845836e-05 -0.00043183507756392006 0.00020293079123471681 -0.00025740952373267566 0.0002220506594636322 0.00085934310477346967
leaf_weight=0.0015546058914468689 0.001086687464430156 0.001999252377945954 0.0012807170551893678 0.0015497197046584199 0.0010301492105050034 0.0010655092095231966 0.001030424979305299 0.001225403472603187
leaf_count=1190 60 385 402 152 143 374 119 296
internal_value=0 -4.41843e-05 -0.00027118 3.72801e-05 -0.000178371 0.000141846 0.000241823 0.000568238
internal_weight=0 0.0107358 0.00283532 0.00790046 0.00257987 0.00532059 0.00425508 0.00225583
internal_count=3121 3061 1592 1469 295 1174 800 415
is_linear=0
shrinkage=0.00196078


Tree=4708
num_leaves=8
num_cat=0
split_feature=0 1 47 48 160 3 2
split_gain=1.72293e-05 3.96104e-05 5.31725e-05 5.13274e-05 7.45314e-05 3.16603e-05 3.48661e-05
threshold=-0.061629999999999997 0.077565000000000009 0.087235000000000021 0.086035000000000014 -1.0000000180025095e-35 0.076840000000000006 0.095195000000000016
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 6 -2
right_child=5 2 -4 -5 -6 -7 -8
leaf_value=-0.016968732100711946 0.024068950770016483 -0.0049928606955753014 -0.013156613393916137 -0.010492934037304322 0.029211008310230629 -0.0076562402639454175 -0.0010318532604430975
leaf_weight=0.0015523744561098144 0.0012276734918627069 0.001068759408812626 0.0017682760584645002 0.0010777735074829764 0.0015772492659622693 0.0011514625248873964 0.0010075458381820824
leaf_count=1453 171 245 231 145 463 125 288
internal_value=0 -0.00286446 0.00112223 0.00790268 0.0153956 0.00581492 0.0127545
internal_weight=0 0.00704443 0.00549206 0.00372378 0.00264601 0.00338668 0.00223522
internal_count=3121 2537 1084 853 708 584 459
is_linear=0
shrinkage=0.1


Tree=4709
num_leaves=10
num_cat=0
split_feature=41 0 16 0 15 15 3 1 12
split_gain=8.86357e-05 5.52939e-05 7.35097e-05 6.53718e-05 6.58632e-05 5.66773e-05 7.09398e-05 0.000123747 4.93245e-05
threshold=0.075585000000000013 -0.060129999999999996 0.15891500000000003 -0.10011499999999998 0.088235000000000022 -0.0088349999999999974 0.12178000000000001 0.094385000000000011 0.095175000000000023
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 3 -3 5 -5 6 7 -1 -4
right_child=-2 2 8 4 -6 -7 -8 -9 -10
leaf_value=-0.00029032904009378455 -0.00056473529166174122 0.00061964562132497622 -0.00023326132443440178 -0.00059691343635306753 4.4107529493449205e-05 0.00041122001025478043 -0.00049068508093473432 0.00053950776761716953 0.00034480915018430495
leaf_weight=0.0014189706496530131 0.0010020698504816612 0.0012894386382573822 0.0012274476371628984 0.0013806574470066871 0.0011130635945720594 0.0014085332787898176 0.0010227374803734313 0.0013464974886821766 0.0010554783069510899
leaf_count=162 170 259 151 1322 554 136 103 150 114
internal_value=0 4.38106e-05 0.000245389 -4.98261e-05 -0.000310796 7.54035e-05 -4.946e-05 0.000113716 3.40013e-05
internal_weight=0 0.0112628 0.00357236 0.00769046 0.00249372 0.00519674 0.00378821 0.00276547 0.00228293
internal_count=3121 2951 524 2427 1876 551 415 312 265
is_linear=0
shrinkage=0.00196078


Tree=4710
num_leaves=8
num_cat=0
split_feature=2 3 43 4 4 15 15
split_gain=1.80813e-05 4.69388e-05 3.97435e-05 6.56136e-05 6.30738e-05 7.77308e-05 3.32234e-05
threshold=0.088225000000000012 -0.078934999999999991 0.016310000000000002 -0.064804999999999988 0.033845000000000007 -0.13843999999999998 -0.055554999999999993
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 -2 -5 -6 -3
right_child=2 6 -4 4 5 -7 -8
leaf_value=-0.018046298487414663 -0.018091846447707411 -0.0084530296002684555 0.017229206236688246 0.023621929382327534 0.015228326230547186 -0.023632304797342012 0.015815778337937122
leaf_weight=0.0016802244855477415 0.0015660226763358569 0.0010969518722143464 0.0015399995411865229 0.0013310992927473191 0.0010237600584057818 0.0010351935463490895 0.0011612327148946351
leaf_count=1038 394 243 298 473 172 269 234
internal_value=0 -0.00539015 0.00319732 -0.00116281 0.0066575 -0.00430989 0.00402679
internal_weight=0 0.00393841 0.00649608 0.00495608 0.00339005 0.00205895 0.00225818
internal_count=3121 1515 1606 1308 914 441 477
is_linear=0
shrinkage=0.1


Tree=4711
num_leaves=9
num_cat=0
split_feature=0 16 14 15 16 2 13 52
split_gain=4.80752e-05 7.87614e-05 5.75506e-05 8.26476e-05 7.3569e-05 7.02692e-05 6.08061e-05 3.03081e-05
threshold=0.15398500000000004 0.26676500000000009 -1.0000000180025095e-35 -0.10653 -0.010264999999999998 0.092875000000000013 -0.0034749999999999994 -0.014264999999999998
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 5 6 -5 -6
right_child=-2 -3 3 4 7 -7 -8 -9
leaf_value=-0.00042094411409518255 0.00038756846340835946 -0.0005172194496616409 0.00047373773240516479 0.00029748564632451854 5.9852635089192806e-05 -0.00047340022401710783 -0.00023749634009916182 0.00052997368664583924
leaf_weight=0.0010300873274295451 0.0011082932103491901 0.0011898473235242022 0.0015871064092597585 0.0015581096818715172 0.001098671427471257 0.0017096058825944171 0.0017168839985533203 0.0010136642406784538
leaf_count=140 60 362 381 859 398 431 262 228
internal_value=0 -4.10622e-05 1.72605e-05 6.92396e-05 -2.12194e-05 -0.000151179 1.70265e-05 0.000285454
internal_weight=0 0.010904 0.00971413 0.00868404 0.00709694 0.0049846 0.00327499 0.00211234
internal_count=3121 3061 2699 2559 2178 1552 1121 626
is_linear=0
shrinkage=0.00196078


Tree=4712
num_leaves=9
num_cat=0
split_feature=52 16 43 133 2 13 2 1
split_gain=2.06021e-05 5.31218e-05 6.11679e-05 9.63179e-05 4.18346e-05 4.615e-05 5.49202e-05 2.26619e-05
threshold=-0.24456499999999998 0.19444000000000003 -0.092909999999999979 0.048950000000000007 0.11474000000000002 -0.023499999999999997 0.093175000000000022 0.089175000000000018
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 -4 7 -7
right_child=1 -3 3 -5 -6 6 -8 -9
leaf_value=-0.013658143106126123 -0.01937788159012574 0.02097262695687847 -0.023186888321398938 0.031134704769612328 0.013807688481736287 0.019498767772910965 -0.018789490742144029 -0.0013845940313877423
leaf_weight=0.0010038938689216096 0.0015479955971226568 0.0012100231382950839 0.0012539910434208371 0.0010099414271903945 0.0012439143731009152 0.0010331614905355396 0.0010815649056201727 0.0010454366127020955
leaf_count=364 374 142 659 726 245 349 143 119
internal_value=0 0.00141098 -0.00146998 0.00268738 -0.00239035 -0.00695498 -0.000513955 0.00899542
internal_weight=0 0.00942603 0.00821601 0.00666801 0.00565807 0.00441415 0.00316016 0.0020786
internal_count=3121 2757 2615 2241 1515 1270 611 468
is_linear=0
shrinkage=0.1


Tree=4713
num_leaves=9
num_cat=0
split_feature=484 4 16 48 52 16 0 4
split_gain=0.000119719 4.70331e-05 4.93379e-05 6.72587e-05 7.12457e-05 9.22347e-05 8.03253e-05 4.70896e-05
threshold=-1.0000000180025095e-35 0.27044500000000005 -0.36241499999999999 0.092475000000000016 -0.0064899999999999992 0.0065250000000000004 -0.10607499999999999 -0.082109999999999975
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 -4 -6 -8
right_child=1 -3 3 -5 6 -7 7 -9
leaf_value=-0.00065541558775069188 -0.00037404062689489365 0.00035878572336882982 -0.00067174911901279389 0.00049676731582122525 0.00062172957693322007 5.4199215277945942e-05 0.00020119719523898139 -0.00024817655699653192
leaf_weight=0.0010006346455066753 0.0011888694871486647 0.0016439156812834152 0.0012082983617399876 0.0011347483052538097 0.0010076335504167712 0.0015185505952292242 0.0019600380859816197 0.001652328528672448
leaf_count=515 101 346 315 221 90 382 409 742
internal_value=0 5.21659e-05 4.25846e-08 5.2478e-05 -1.61441e-05 -0.000267477 0.000132199 -4.35034e-06
internal_weight=0 0.0113144 0.00967047 0.0084816 0.00734685 0.00272685 0.00462 0.00361237
internal_count=3121 2606 2260 2159 1938 697 1241 1151
is_linear=0
shrinkage=0.00196078


Tree=4714
num_leaves=8
num_cat=0
split_feature=52 16 43 133 160 4 1
split_gain=1.69305e-05 4.34622e-05 5.00158e-05 7.89277e-05 3.63556e-05 4.41464e-05 5.58241e-05
threshold=-0.24456499999999998 0.19444000000000003 -0.092909999999999979 0.048950000000000007 0.050340000000000003 -1.0000000180025095e-35 0.10937500000000001
decision_type=2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 -4 -7
right_child=1 -3 3 -5 -6 6 -8
leaf_value=-0.012372876572638036 -0.017523385873895094 0.018988473948770832 0.014364017431682334 0.028281239484216021 -0.017396057923400387 -0.018996792292401241 0.010059868277728276
leaf_weight=0.0010055540315033794 0.0015474219401239971 0.0012079406141500141 0.0017599956467418743 0.0010034702104234202 0.0012252990817764884 0.0014813959842201849 0.001194212585815339
leaf_count=364 374 142 842 726 189 265 219
internal_value=0 0.00127789 -0.00132731 0.00243331 -0.00214858 0.00206341 -0.00602784
internal_weight=0 0.00941974 0.0082118 0.00666437 0.0056609 0.0044356 0.00267561
internal_count=3121 2757 2615 2241 1515 1326 484
is_linear=0
shrinkage=0.1


Tree=4715
num_leaves=10
num_cat=0
split_feature=0 1 15 2 3 160 0 47 150
split_gain=5.68076e-05 8.0339e-05 8.79712e-05 5.08279e-05 7.40015e-05 5.35397e-05 5.6688e-05 6.34045e-05 9.72968e-05
threshold=0.15398500000000004 0.077565000000000009 0.035560000000000008 0.11510000000000002 -0.10519499999999998 -0.080409999999999995 -0.084144999999999984 0.090920000000000015 0.084120000000000014
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 -3 -6 7 8 -7
right_child=-2 3 -4 -5 5 6 -8 -9 -10
leaf_value=-0.00069219970766825733 0.00041594602685235171 0.0004086814736379903 -9.8382148152191217e-06 0.00034854405883200519 -0.00052951990929038441 0.00073988188772698682 -0.00039482165198932782 -0.00028659836718587073 -0.0001207196624913409
leaf_weight=0.0013461504994058688 0.0011334439778590095 0.001219971923439458 0.0015777656872452766 0.0017720148205028737 0.0010246460451139982 0.0010179779888901102 0.0011791310454339569 0.0010210900522742983 0.0010024334688929232
leaf_count=816 60 218 776 314 191 154 425 77 90
internal_value=0 -4.47723e-05 -0.000323993 5.43403e-05 -2.62959e-05 -0.000127465 -2.98579e-05 0.000111631 0.000312892
internal_weight=0 0.0111612 0.00292392 0.00823727 0.00646525 0.00524528 0.00422063 0.0030415 0.00202041
internal_count=3121 3061 1592 1469 1155 937 746 321 244
is_linear=0
shrinkage=0.00196078


Tree=4716
num_leaves=9
num_cat=0
split_feature=159 2 3 2 15 12 13 15
split_gain=1.88188e-05 4.08392e-05 5.64643e-05 6.9152e-05 0.000109925 5.02666e-05 4.47129e-05 3.26879e-05
threshold=-1.0000000180025095e-35 0.088225000000000012 -0.11255999999999998 0.10613000000000002 -0.074054999999999996 0.091475000000000015 -0.014169999999999999 -0.016799999999999995
decision_type=2 2 2 2 2 2 2 2
left_child=-1 5 -3 6 -5 7 -4 -2
right_child=1 2 3 4 -6 -7 -8 -9
leaf_value=-0.013071174262673516 -0.029370924444266939 0.025459229881935681 -0.0022160722877810311 0.013275566933170953 -0.03059404888203713 0.0079982925082191861 0.025386097361090931 -0.0047466706940074502
leaf_weight=0.0010010860290361927 0.0010445390795017259 0.0012320636865432175 0.0010410200207189848 0.0010352164218722978 0.0012742104213989622 0.0013394524370160974 0.0013452785561002692 0.0011140575450471247
leaf_count=509 335 211 382 263 245 288 270 618
internal_value=0 0.00134925 0.0064057 0.00140643 -0.0109292 -0.0072194 0.0133447 -0.0166623
internal_weight=0 0.00942584 0.00592779 0.00469573 0.00230943 0.00349805 0.0023863 0.0021586
internal_count=3121 2612 1371 1160 508 1241 652 953
is_linear=0
shrinkage=0.1


Tree=4717
num_leaves=10
num_cat=0
split_feature=484 4 0 16 16 2 16 13 13
split_gain=0.000140891 7.85387e-05 4.34948e-05 8.97107e-05 0.000102306 8.57804e-05 6.88917e-05 6.03777e-05 5.42523e-05
threshold=-1.0000000180025095e-35 0.27044500000000005 0.15398500000000004 0.26676500000000009 -0.014034999999999997 0.092755000000000018 -0.088159999999999988 -0.004174999999999999 -0.012549999999999997
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 6 8 -6 -2
right_child=1 -3 -4 -5 7 -7 -8 -9 -10
leaf_value=-0.00070295740296154145 0.0005577608402363406 0.00045017959388178082 0.00035084289318704871 -0.00055918837227013005 0.00071475977395006715 -0.00046785056711978333 -0.00031448524933345469 6.3541493342856835e-05 -3.920427315479214e-05
leaf_weight=0.0010197311722158165 0.0011451937403260271 0.0016735399195520603 0.0011436465295497191 0.0011781948126799802 0.0010643612012898197 0.0018294383827996757 0.00126990352556267 0.0011269141370355354 0.0011971660252546789
leaf_count=515 251 346 47 295 373 384 591 169 150
internal_value=0 5.71628e-05 -8.90862e-06 -5.56026e-05 2.21288e-05 -0.000121921 5.32753e-05 0.000379856 0.000252656
internal_weight=0 0.0116284 0.00995482 0.00881117 0.00763298 0.0054417 0.00361226 0.00219128 0.00234236
internal_count=3121 2606 2260 2213 1918 1376 992 542 401
is_linear=0
shrinkage=0.00196078


Tree=4718
num_leaves=8
num_cat=0
split_feature=1 16 15 3 2 3 52
split_gain=2.06486e-05 5.60127e-05 5.90195e-05 3.36062e-05 7.40172e-05 5.72485e-05 3.26243e-05
threshold=0.077565000000000009 0.19444000000000003 0.035560000000000008 0.076840000000000006 0.082850000000000021 -0.078934999999999991 -0.066844999999999988
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 4 5 -2 -5
right_child=3 -3 -4 6 -6 -7 -8
leaf_value=-0.032059324767563589 -0.017740242733339899 0.013143094442389733 -0.00055159870044803837 -0.015840874067887128 0.029543398180903957 0.012952106542631773 0.0043104342955318058
leaf_weight=0.0010824826961574273 0.0010756220604398576 0.0010276822135336181 0.0013188298869426904 0.001401550625894768 0.0012393649875777268 0.00139704157233211 0.001882506782046902
leaf_count=663 368 196 777 149 382 338 248
internal_value=0 -0.00639377 -0.0147549 0.00307894 0.00959796 -0.000399231 -0.00428962
internal_weight=0 0.00342899 0.00240131 0.00699609 0.00371203 0.00247266 0.00328406
internal_count=3121 1636 1440 1485 1088 706 397
is_linear=0
shrinkage=0.1


Tree=4719
num_leaves=10
num_cat=0
split_feature=48 48 51 1 43 42 4 2 4
split_gain=5.39157e-05 7.23518e-05 0.000115807 8.62842e-05 5.68563e-05 0.000134961 8.33439e-05 5.00517e-05 5.94621e-05
threshold=0.12230500000000001 0.092475000000000016 0.086310000000000012 0.111945 -0.12152999999999999 0.086325000000000013 0.055260000000000011 0.098260000000000014 -0.031404999999999995
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 6 7 8 -6
right_child=-2 -3 -4 -5 5 -7 -8 -9 -10
leaf_value=0.00036262226336246963 -0.00043923315779700981 0.00046484436629315581 -0.00064182289505338797 0.00042053119041797178 -0.00031312214072615777 -0.00071833202189595729 -0.00046460871102293734 0.00053367632112486267 0.0003093666938734493
leaf_weight=0.001056494495998885 0.0010123642524176761 0.0013165082114853692 0.0010440800489230568 0.0018833923981280941 0.0011166990091628242 0.0011934606341280881 0.0010276287538004752 0.0010292530695164438 0.0012508160391602676
leaf_count=213 108 257 320 327 453 736 157 192 358
internal_value=0 3.37808e-05 -2.53224e-05 4.98932e-05 -5.46948e-05 -0.000133175 2.46679e-05 0.000172689 1.57539e-05
internal_weight=0 0.0109183 0.00960182 0.00855774 0.00667435 0.00561786 0.0044244 0.00339677 0.00236752
internal_count=3121 3013 2756 2436 2109 1896 1160 1003 811
is_linear=0
shrinkage=0.00196078


Tree=4720
num_leaves=10
num_cat=0
split_feature=42 47 403 457 52 0 1 12 2
split_gain=7.34712e-05 6.80524e-05 6.64844e-05 8.04299e-05 9.07164e-05 0.000147057 0.000120295 8.60424e-05 6.29092e-05
threshold=0.10256000000000001 0.11069000000000002 0.03138500000000001 0.045365000000000009 0.11434500000000002 -0.046359999999999991 0.11181500000000001 0.087005000000000013 0.088850000000000012
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 7 8 -1
right_child=-2 -3 -4 -5 -6 -7 -8 -9 -10
leaf_value=-0.00018875701994455646 -0.00051351894594863575 0.00046572828635502351 0.00042118402827155422 0.00033389943287406057 -0.00067478028727803593 0.00040452589037339809 -0.00085378382433887439 -0.00053719409749114846 0.00048128250715520464
leaf_weight=0.0010821467195525326 0.0010071635326130727 0.0012752216216744125 0.0011789462934263415 0.0015234441639217855 0.0011199987270724861 0.0017875989218831285 0.0010175131542375076 0.0010615454994940829 0.0010728231296974621
leaf_count=470 346 148 319 249 358 274 147 658 152
internal_value=0 3.95342e-05 -1.56762e-05 -7.51142e-05 -0.000162365 -6.70573e-05 -0.000266159 -8.02694e-05 0.000144813
internal_weight=0 0.0111192 0.00984402 0.00866507 0.00714163 0.00602163 0.00423403 0.00321652 0.00215497
internal_count=3121 2775 2627 2308 2059 1701 1427 1280 622
is_linear=0
shrinkage=0.00196078


Tree=4721
num_leaves=7
num_cat=0
split_feature=15 43 16 3 3 16
split_gain=1.87442e-05 4.65851e-05 5.30635e-05 4.92193e-05 4.6313e-05 4.3457e-05
threshold=-0.11713499999999999 -0.17390999999999998 0.22339500000000004 0.090900000000000009 -0.10217499999999997 -0.083134999999999987
decision_type=2 2 2 2 2 2
left_child=-1 -2 3 4 -3 -6
right_child=1 2 -4 -5 5 -7
leaf_value=-0.0094658675604017764 0.018008860790750838 0.015308597294920477 -0.01982594956776814 0.016594009927749741 0.00081538020809135761 -0.02289479363805421
leaf_weight=0.0017565082535653054 0.0014818294522501779 0.0010064732776062218 0.0012912392392283086 0.0017550868704979683 0.0018075321152410486 0.0013506414098554049
leaf_count=484 184 151 385 182 591 1144
internal_value=0 0.00186002 -0.00145851 0.00254788 -0.00337151 -0.00932464
internal_weight=0 0.0086928 0.00721097 0.00591973 0.00416465 0.00315817
internal_count=3121 2637 2453 2068 1886 1735
is_linear=0
shrinkage=0.1


Tree=4722
num_leaves=9
num_cat=0
split_feature=0 1 15 14 15 3 13 150
split_gain=5.07711e-05 7.49926e-05 8.98065e-05 5.38382e-05 7.82532e-05 5.40975e-05 6.19086e-05 5.57313e-05
threshold=0.15398500000000004 0.077565000000000009 0.083935000000000023 -1.0000000180025095e-35 -0.10653 0.083060000000000009 -0.063184999999999977 0.083095000000000016
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 -1 -3 -5 6 -6 -7
right_child=-2 3 -4 4 5 7 -8 -9
leaf_value=-0.00066261057547861366 0.00039378051401756748 -0.00034984577983840104 2.8768854421779262e-05 0.00051580665310115871 -0.00016784364282055475 -0.0005165436048372783 0.00039262347852705624 7.9177481270765391e-05
leaf_weight=0.0014565155457119299 0.0010985318412085688 0.0011291418561798936 0.0014329890316226116 0.0014586140822532463 0.001243105559133921 0.0011942483832281525 0.0019405910112470321 0.0012211393044228996
leaf_count=888 60 158 704 250 390 137 441 93
internal_value=0 -4.81621e-05 -0.000319735 4.76884e-05 0.000111289 5.90804e-06 0.000173784 -0.000215367
internal_weight=0 0.0110763 0.0028895 0.00818684 0.0070577 0.00559908 0.0031837 0.00241539
internal_count=3121 3061 1592 1469 1311 1061 831 230
is_linear=0
shrinkage=0.00196078


Tree=4723
num_leaves=9
num_cat=0
split_feature=484 42 15 43 4 43 0 52
split_gain=0.000149736 5.02695e-05 7.20818e-05 0.000104287 9.64096e-05 6.10946e-05 0.000106367 5.85449e-05
threshold=-1.0000000180025095e-35 0.092395000000000019 -0.10653 0.13895500000000002 0.060330000000000002 -0.084004999999999982 -0.084144999999999984 -0.0064899999999999992
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 -4 7 -7
right_child=1 -3 3 -5 -6 6 -8 -9
leaf_value=-0.00072957836383496242 0.0004715229157741826 -0.00023537645801727813 0.00038192085925050354 0.00060415297099547429 -0.0005463613076460693 -9.122945773949151e-05 -0.00049054981802544985 0.0005224161203780613
leaf_weight=0.0010045159663872759 0.0017936963239443974 0.0018567623992756009 0.0015843500189020383 0.0010703255126788417 0.0012491594018608125 0.0013653257119631036 0.0014721037305375378 0.00106322076706712
leaf_count=515 328 533 425 129 158 156 561 316
internal_value=0 5.99497e-05 0.00011708 3.56192e-05 -5.47434e-05 5.72182e-05 -7.46682e-05 0.000177425
internal_weight=0 0.0114549 0.00959818 0.00780449 0.00673416 0.005485 0.00390065 0.00242855
internal_count=3121 2606 2073 1745 1616 1458 1033 472
is_linear=0
shrinkage=0.00196078


Tree=4724
num_leaves=10
num_cat=0
split_feature=484 133 16 52 151 1 0 42 2
split_gain=0.000108334 8.30676e-05 8.42194e-05 0.000153424 9.36573e-05 0.000115088 7.43213e-05 7.37387e-05 0.000133317
threshold=-1.0000000180025095e-35 0.10622000000000002 -0.014034999999999997 0.096795000000000006 -0.044604999999999992 0.10937500000000001 -0.053834999999999994 0.08623500000000002 0.089885000000000007
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 4 6 -2 7 -4 8 -6
right_child=1 -3 3 -5 5 -7 -8 -9 -10
leaf_value=-0.00061408105145144179 -0.00057195825487649037 -0.00048899421724369642 0.00035056730036547677 0.00092852398937164071 -0.00076356590068615935 0.00051966702029825756 -0.0002413365499322194 0.00032787078280833255 0.0001040502671803332
leaf_weight=0.0010416652397298382 0.001089458845680299 0.0010210261745390919 0.0018581866854494333 0.001126302388536957 0.0012480478901478317 0.0014963266384056201 0.0014535937408746038 0.0010168557036970335 0.0014984152260415174
leaf_count=515 170 370 520 83 447 227 258 316 215
internal_value=0 4.55568e-05 9.6153e-05 0.000303377 -4.86986e-05 5.9687e-05 9.07712e-05 -0.000123205 -0.000290212
internal_weight=0 0.0118082 0.0107872 0.00443808 0.0063491 0.00525965 0.00331178 0.00376332 0.00274646
internal_count=3121 2606 2236 861 1375 1205 778 978 662
is_linear=0
shrinkage=0.00196078


Tree=4725
num_leaves=9
num_cat=0
split_feature=159 2 12 12 3 2 15 13
split_gain=1.79581e-05 3.06101e-05 4.49242e-05 4.67749e-05 4.04592e-05 5.95609e-05 9.21444e-05 3.65324e-05
threshold=-1.0000000180025095e-35 0.088225000000000012 0.095330000000000012 0.051320000000000005 -0.11255999999999998 0.10613000000000002 -0.074054999999999996 -0.014169999999999999
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 -3 7 -7 -6
right_child=1 4 -4 -5 5 6 -8 -9
leaf_value=-0.012691775031090636 -0.0011993059677619978 0.021759780970594542 0.011466775494141634 -0.028740787088224917 -0.0015001229031084487 0.012089565435357271 -0.027844548597275906 0.023353794712785939
leaf_weight=0.0010160240223459115 0.0014008146283554202 0.0012373816931818757 0.0010326906822951368 0.0011015674601252692 0.00104973375500161 0.0010483945474973892 0.0012872506024676311 0.0013545520983259947
leaf_count=509 233 211 170 838 382 263 245 270
internal_value=0 0.00129492 -0.00608143 -0.0133233 0.00565741 0.0014538 -0.00991943 0.0125023
internal_weight=0 0.00951239 0.00353507 0.00250238 0.00597731 0.00473993 0.00233565 0.00240429
internal_count=3121 2612 1241 1071 1371 1160 508 652
is_linear=0
shrinkage=0.1


Tree=4726
num_leaves=7
num_cat=0
split_feature=15 15 3 3 1 2
split_gain=1.89852e-05 3.82136e-05 3.52425e-05 5.96585e-05 5.26768e-05 7.31073e-05
threshold=-0.11713499999999999 -0.097454999999999986 0.10542000000000001 -0.020429999999999997 0.077845000000000011 0.092120000000000021
decision_type=2 2 2 2 2 2
left_child=-1 -2 3 4 5 -3
right_child=1 2 -4 -5 -6 -7
leaf_value=-0.0094919654326165986 0.019482825541439552 -0.027440067962506157 0.011054798650589087 -0.021272078626644705 0.013840443488415427 0.0087335560991251629
leaf_weight=0.0017704672468282648 0.001078960826426451 0.0010808876302267974 0.0019318542880680245 0.0015559967510730488 0.001918735058194395 0.0011564549357962607
leaf_count=484 120 876 167 262 702 510
internal_value=0 0.00186574 -0.000620956 -0.00456976 0.00168343 -0.00874237
internal_weight=0 0.00872289 0.00764393 0.00571207 0.00415608 0.00223734
internal_count=3121 2637 2517 2350 2088 1386
is_linear=0
shrinkage=0.1


Tree=4727
num_leaves=10
num_cat=0
split_feature=48 0 3 15 47 43 16 3 48
split_gain=7.46303e-05 8.04244e-05 6.94483e-05 9.22492e-05 9.7444e-05 6.45439e-05 0.000109192 6.72191e-05 4.53065e-05
threshold=0.12474000000000002 -0.17169499999999996 0.149315 -0.11713499999999999 0.09550500000000002 -0.083134999999999987 -0.083134999999999987 -0.08824499999999999 0.086425000000000016
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 8 3 -3 5 7 -7 -5 -1
right_child=-2 2 -4 4 -6 6 -8 -9 -10
leaf_value=0.00068843130388911156 -0.00051578761975275191 -0.00064366957488265356 0.00044530179297339961 -0.0001823233040724024 0.00048444424484798498 3.7863001360159496e-05 -0.00065451574761243273 0.00047208312743868481 9.8819113654232229e-05
leaf_weight=0.0010023114515585125 0.0010218583737450953 0.0010450549133633356 0.0010104626841958052 0.0012970670439409978 0.0012209751665339264 0.0018280534806984928 0.0016809623485542599 0.0011285311239852183 0.0010019171413728767
leaf_count=116 102 322 135 286 141 539 1066 360 54
internal_value=0 3.77243e-05 -3.97282e-05 -9.94924e-05 -2.00167e-05 -0.000123803 -0.000293815 0.000122145 0.000393683
internal_weight=0 0.0112153 0.00921111 0.00820064 0.00715559 0.00593461 0.00350902 0.0024256 0.00200423
internal_count=3121 3019 2849 2714 2392 2251 1605 646 170
is_linear=0
shrinkage=0.00196078


Tree=4728
num_leaves=9
num_cat=0
split_feature=11 13 12 0 151 4 1 0
split_gain=1.77948e-05 3.34101e-05 5.30399e-05 9.12668e-05 5.79831e-05 4.60119e-05 3.04222e-05 1.81211e-05
threshold=0.078340000000000007 -0.094514999999999988 -0.010834999999999999 -0.053834999999999994 -0.0083949999999999979 0.053180000000000012 0.087505000000000013 -0.084384999999999988
decision_type=2 2 2 2 2 2 2 2
left_child=1 7 -3 4 -4 6 -6 -1
right_child=-2 2 3 -5 5 -7 -8 -9
leaf_value=0.0033509034732746336 -0.012405358251398359 0.018817556719817136 -0.01828539098258531 -0.02876845534747486 0.0097722539905746638 0.019183564412901411 -0.014162855739607186 0.022203025576011823
leaf_weight=0.0010335247809618354 0.0010497140643791472 0.0010677414974090112 0.0012040201752527013 0.0013114233786864658 0.001003144848207487 0.0016932551029281481 0.001128334533926305 0.0010063353823195418
leaf_count=242 208 320 332 274 1073 230 350 92
internal_value=0 0.00131892 -0.0018016 -0.00527405 0.000852942 0.00687766 -0.0028982 0.0126513
internal_weight=0 0.00944778 0.00740792 0.00634018 0.00502875 0.00382473 0.00213148 0.00203986
internal_count=3121 2913 2579 2259 1985 1653 1423 334
is_linear=0
shrinkage=0.1


Tree=4729
num_leaves=10
num_cat=0
split_feature=484 4 4 48 15 3 12 52 15
split_gain=0.00012072 6.66331e-05 4.87032e-05 5.17843e-05 4.27937e-05 0.00014186 0.000110379 9.82279e-05 9.39663e-05
threshold=-1.0000000180025095e-35 0.27044500000000005 0.23246000000000003 0.092475000000000016 -0.016799999999999995 0.10542000000000001 0.091545000000000015 0.0031350000000000002 -0.094549999999999981
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 8 6 7 -6 -2
right_child=1 -3 -4 -5 5 -7 -8 -9 -10
leaf_value=-0.00065880009273974738 0.00011615243892359282 0.00041573786501872392 -0.00041836861225484385 0.00039953319016900759 -0.00022287036667299756 0.00070728317987738128 -0.00063048979779412712 0.00050014376218172267 -0.00066335179648088771
leaf_weight=0.0010040797222291313 0.0012914808928140347 0.0016427522009264351 0.0010118772896221548 0.0012852233962590102 0.0016007614461485044 0.0010761401516754532 0.0010793308493572797 0.0013166587540091616 0.0011017902195637952
leaf_count=515 173 346 62 230 356 56 470 469 444
internal_value=0 5.03791e-05 -1.10956e-05 3.59953e-05 -2.6584e-05 7.53781e-05 -9.47647e-05 0.000103433 -0.000242708
internal_weight=0 0.011406 0.00976326 0.00875139 0.00746616 0.00507289 0.00399675 0.00291742 0.00239327
internal_count=3121 2606 2260 2198 1968 1351 1295 825 617
is_linear=0
shrinkage=0.00196078


Tree=4730
num_leaves=8
num_cat=0
split_feature=457 1 403 15 12 3 4
split_gain=2.12211e-05 4.28583e-05 3.82232e-05 6.85517e-05 6.53532e-05 9.98967e-05 6.36734e-05
threshold=0.045365000000000009 0.13146500000000003 0.03138500000000001 0.084050000000000014 0.090840000000000018 -0.0049599999999999991 0.056795000000000005
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 4 5 -1 -7
right_child=-2 -3 -4 -5 -6 6 -8
leaf_value=0.026301413278020953 0.011284490759700245 0.017401599048665509 0.011864651320951573 -0.029997251136076972 -0.017659266437335088 0.0076180671823574608 -0.025273137990285716
leaf_weight=0.0013799861627130732 0.0014262904759079912 0.0010268480397788221 0.0012386662353093816 0.0011076276287324922 0.0019495215888427741 0.0012766337193453156 0.0010920353127111329
leaf_count=695 289 219 321 845 487 156 109
internal_value=0 -0.0018372 -0.00429297 -0.00723368 -0.00280883 0.00491427 -0.00754587
internal_weight=0 0.00907132 0.00804447 0.0068058 0.00569818 0.00374866 0.00236867
internal_count=3121 2832 2613 2292 1447 960 265
is_linear=0
shrinkage=0.1


Tree=4731
num_leaves=9
num_cat=0
split_feature=48 4 13 3 4 13 49 2
split_gain=6.00959e-05 0.00010065 6.2046e-05 6.85496e-05 0.000129026 5.48096e-05 6.20861e-05 7.04652e-05
threshold=0.12474000000000002 0.36766000000000004 -0.017449999999999997 -0.078934999999999991 0.022185000000000003 0.18141000000000002 -0.069799999999999987 0.086590000000000014
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -5 6 -4 -8
right_child=-2 -3 5 4 -6 -7 7 -9
leaf_value=-0.000607016420929579 -0.000470257714683995 0.00051469908266876916 -0.00022487820426748649 0.00033996712631386485 -0.00051718075259409241 -0.0002440034974311311 -5.9976384232373328e-06 0.00057671083987582473
leaf_weight=0.0012591209820458455 0.0010019587003866114 0.0014403807763701858 0.0010069073171260264 0.0014704122818891552 0.0012484564066394185 0.0014165959551932332 0.0013761198358000445 0.0018987691585229433
leaf_count=930 102 308 122 435 186 136 389 513
internal_value=0 3.11216e-05 -4.08615e-05 -0.000228782 -5.362e-05 9.0324e-05 0.000200933 0.000331855
internal_weight=0 0.0111168 0.00967638 0.00397799 0.00271887 0.00569839 0.0042818 0.00327489
internal_count=3121 3019 2711 1551 621 1160 1024 902
is_linear=0
shrinkage=0.00196078


Tree=4732
num_leaves=11
num_cat=0
split_feature=484 133 133 3 0 1 16 15 4 1
split_gain=9.34293e-05 7.11658e-05 9.01417e-05 0.000102299 9.47343e-05 9.07056e-05 7.62242e-05 5.61722e-05 3.10029e-05 1.95016e-05
threshold=-1.0000000180025095e-35 0.10622000000000002 0.083950000000000011 -0.10023499999999998 -0.10011499999999998 0.10089500000000001 -0.0083599999999999976 -0.095869999999999983 0.25615500000000008 0.09253500000000002
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 6 7 -6 -2 8 -5 -9
right_child=1 -3 -4 4 5 -7 -8 9 -10 -11
leaf_value=-0.00056711751961481798 2.7059719386549404e-05 -0.00045263862492874336 0.00058091374432139181 -0.00037939198628973454 -0.00071272208883992364 1.561683639565768e-07 0.00071636522313796498 0.00013426969361990851 0.00010086785395249479 0.00051896759964809838
leaf_weight=0.0010400932809942328 0.0012439642096143508 0.0010038955393139688 0.0012826973710634198 0.0010157158065160418 0.0014612128004798598 0.0012938337143106574 0.0012233221989126314 0.0010256084703181871 0.0010520628451717168 0.0010011992521894858
leaf_count=515 147 370 415 85 915 214 167 70 104 119
internal_value=0 4.6328e-05 9.35854e-05 2.6493e-05 -9.68189e-05 -0.000377938 0.000368829 9.23324e-05 -0.000135041 0.000324302
internal_weight=0 0.0116035 0.0105996 0.00931692 0.00684963 0.00275505 0.00246729 0.00409459 0.00206778 0.00202681
internal_count=3121 2606 2236 1821 1507 1129 314 378 189 189
is_linear=0
shrinkage=0.00196078


Tree=4733
num_leaves=10
num_cat=0
split_feature=484 4 16 48 0 13 16 0 52
split_gain=0.000157648 9.17383e-05 5.39478e-05 6.09315e-05 6.42476e-05 6.67679e-05 0.000141799 0.000145236 6.42714e-05
threshold=-1.0000000180025095e-35 0.27044500000000005 -0.36241499999999999 0.092475000000000016 -0.10607499999999999 0.18141000000000002 0.22339500000000004 -0.077999999999999986 -0.0064899999999999992
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 8 6 7 -6 -4
right_child=1 -3 3 -5 5 -7 -8 -9 -10
leaf_value=-0.00073311303955940943 -0.00039425596636139513 0.0004774007112562233 -6.0430643646324643e-05 0.00045147456589150016 -0.00024846873734168755 -0.00056063194706311361 -0.00063056620982445788 0.00058929247197929684 0.00060959434648977066
leaf_weight=0.001046854657238176 0.001237856845508996 0.001733875236211044 0.0011506591599216784 0.0012105670914224617 0.0015385334211051992 0.0011310939807616209 0.0011043978785059499 0.0016475991740302468 0.0010551605399252454
leaf_count=515 101 346 117 221 965 84 280 402 90
internal_value=0 6.08026e-05 -1.08865e-05 4.28085e-05 -2.20517e-05 -0.000136838 -2.51148e-05 0.000184751 0.000260078
internal_weight=0 0.0118097 0.0100759 0.00883801 0.00762744 0.00542162 0.00429053 0.00318613 0.00220582
internal_count=3121 2606 2260 2159 1938 1731 1647 1367 207
is_linear=0
shrinkage=0.00196078


Tree=4734
num_leaves=8
num_cat=0
split_feature=50 484 457 43 43 4 2
split_gain=1.85659e-05 3.30839e-05 3.52193e-05 4.96063e-05 4.69611e-05 4.36395e-05 0.00015236
threshold=0.088425000000000017 0.084040000000000017 0.080930000000000016 -0.15323999999999996 -0.00067499999999999993 0.053180000000000012 0.098260000000000014
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 -1 -5 6 -6
right_child=-2 -3 -4 4 5 -7 -8
leaf_value=0.012440351916392624 -0.012695315031860286 0.018022019806370266 0.015037532102343598 -0.022740312487153976 -0.039694001128527251 0.008441757524581147 0.013301149628683357
leaf_weight=0.0015547480264392448 0.0010482693722389377 0.0010553192995709062 0.0012100718578525174 0.0015233764409242883 0.0010392706258204637 0.001998142347775107 0.001134934279776944
leaf_count=185 560 323 194 1117 300 238 204
internal_value=0 0.00132684 -0.000755625 -0.00339143 -0.007713 -0.00222634 -0.0120305
internal_weight=0 0.00951586 0.00846054 0.00725047 0.00569572 0.00417235 0.0021742
internal_count=3121 2561 2238 2044 1859 742 504
is_linear=0
shrinkage=0.1


Tree=4735
num_leaves=9
num_cat=0
split_feature=43 42 49 42 16 2 2 52
split_gain=2.04704e-05 4.09371e-05 4.93799e-05 7.26264e-05 6.28749e-05 4.61639e-05 3.61936e-05 3.93069e-05
threshold=-0.27207999999999993 -0.084624999999999992 -0.026779999999999995 0.088915000000000008 -0.18708499999999997 0.093175000000000022 0.084245000000000014 -0.0064899999999999992
decision_type=2 2 2 2 2 2 2 2
left_child=-1 -2 5 4 -4 -3 -6 -8
right_child=1 2 3 -5 6 -7 7 -9
leaf_value=-0.013413370803990033 0.01997096862897384 0.027592856886882768 -0.020085041811309594 -0.025801075538780555 0.020180040588872638 -0.0013075084538376695 -0.015426982732020575 0.010470275569877549
leaf_weight=0.0010353314511802577 0.0010545408624223164 0.0010140921479108913 0.0011563945817203722 0.0013736954543315926 0.0012856775799352351 0.0012148142518407278 0.0010252014299995927 0.0013683330603713249
leaf_count=144 391 209 186 774 332 198 451 436
internal_value=0 0.00139481 -0.000926695 -0.00550995 0.000254332 0.0118414 0.0066471 -0.000622068
internal_weight=0 0.00949275 0.00843821 0.0062093 0.00483561 0.00222891 0.00367921 0.00239353
internal_count=3121 2977 2586 2179 1405 407 1219 887
is_linear=0
shrinkage=0.1


Tree=4736
num_leaves=8
num_cat=0
split_feature=42 43 133 150 16 48 16
split_gain=1.84909e-05 2.75081e-05 5.4463e-05 4.72095e-05 3.91564e-05 3.41566e-05 2.85214e-05
threshold=-1.0000000180025095e-35 -0.074359999999999996 1.0000000180025095e-35 0.081835000000000019 0.15891500000000003 0.085130000000000025 -0.088159999999999988
decision_type=2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 6 -3
right_child=1 3 -4 -5 -6 -7 -8
leaf_value=-0.0092622506296675591 0.024585882124304612 0.015118656913535096 -0.0063121131392307574 0.01582751109106555 -0.023087935647901722 -0.017109093714680085 -0.0044607635583177414
leaf_weight=0.001805945014501857 0.0013143129783677382 0.0013061189925082761 0.0010080112480601363 0.0012561826542046009 0.0010437876580132706 0.0010300524066398737 0.0017287163256853217
leaf_count=862 339 287 564 182 213 141 533
internal_value=0 0.00185864 0.0111745 -0.00154042 -0.00581106 -0.00137467 0.00396574
internal_weight=0 0.00868718 0.00232232 0.00636486 0.00510868 0.00406489 0.00303484
internal_count=3121 2259 903 1356 1174 961 820
is_linear=0
shrinkage=0.1


Tree=4737
num_leaves=10
num_cat=0
split_feature=42 42 403 15 42 3 15 16 0
split_gain=4.44537e-05 6.37826e-05 8.22643e-05 0.000120864 4.89964e-05 5.13287e-05 6.39965e-05 8.2792e-05 6.19146e-05
threshold=0.10194000000000002 0.091295000000000015 0.03138500000000001 0.079055000000000014 0.075730000000000006 -0.10519499999999998 -0.016799999999999995 -0.056919999999999991 -0.20211999999999997
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 -1 7 8 -7
right_child=-2 -3 -4 -5 -6 6 -8 -9 -10
leaf_value=0.00044571251250278854 -0.0004081088138517016 0.00045547972149687614 0.00046541153411683056 -0.00070902650736683049 -0.0004088084360632616 -0.00020908032539954091 0.00029542522579608814 -0.00058033438227793365 0.00041622395754393343
leaf_weight=0.0010799832329193076 0.0010055295426088977 0.0011693334399683593 0.0011423953086437634 0.0010769722848439087 0.0010104407800072936 0.0015387465216671931 0.0016877121884446462 0.0012351406426538824 0.0010073395038388525
leaf_count=167 355 348 291 675 538 97 164 254 232
internal_value=0 2.26826e-05 -2.9071e-05 -9.448e-05 -6.92642e-06 5.50804e-05 -2.206e-05 -0.000163766 3.83165e-05
internal_weight=0 0.0109481 0.00977873 0.00863634 0.00755936 0.00654892 0.00546894 0.00378123 0.00254609
internal_count=3121 2766 2418 2127 1452 914 747 583 329
is_linear=0
shrinkage=0.00196078


Tree=4738
num_leaves=9
num_cat=0
split_feature=41 3 15 52 43 0 16 13
split_gain=0.000129804 6.08939e-05 6.49307e-05 0.000145038 0.000139922 0.000107589 0.000115491 5.79615e-05
threshold=0.075585000000000013 -0.10519499999999998 -0.016799999999999995 0.091820000000000013 -0.079329999999999984 -0.10224499999999999 -0.095564999999999983 -0.014169999999999999
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 4 7 -3 6 -6 -4
right_child=-2 2 3 -5 5 -7 -8 -9
leaf_value=0.00036028214729753909 -0.00068656657032504641 -0.00081540805153006916 8.0323984967495528e-05 -0.00040685791547088562 0.00016534812649474133 0.00047732053007562444 -0.00060785719142948658 0.00061086197684898579
leaf_weight=0.0019504424281345393 0.0010161793377343369 0.0010297948095567763 0.0014207758852604843 0.0012701259715984167 0.0015253055533363631 0.0012353397104946885 0.0014475639784418542 0.0017881187930122266
leaf_count=289 170 529 555 380 167 490 104 437
internal_value=0 4.41063e-05 -1.93578e-05 0.000153975 -0.000167574 -9.04251e-06 -0.000211145 0.00037596
internal_weight=0 0.0116675 0.00971702 0.00447902 0.005238 0.00420821 0.00297287 0.00320889
internal_count=3121 2951 2662 1372 1290 761 271 992
is_linear=0
shrinkage=0.00196078


Tree=4739
num_leaves=8
num_cat=0
split_feature=43 42 49 42 16 1 4
split_gain=1.78761e-05 3.72411e-05 3.4498e-05 6.70065e-05 5.36563e-05 4.57889e-05 3.20299e-05
threshold=-0.27207999999999993 -0.084624999999999992 -0.026779999999999995 0.088915000000000008 -0.18708499999999997 0.093205000000000024 -0.064804999999999988
decision_type=2 2 2 2 2 2 2
left_child=-1 -2 5 4 -4 -3 -6
right_child=1 2 3 -5 6 -7 -8
leaf_value=-0.012584625226025388 0.018967864653302465 -0.0047318969132630886 -0.018019613269364954 -0.024290079616492571 -0.0025109096174917543 0.023933998769768434 0.016131849686065857
leaf_weight=0.0010300975172006658 0.0010582968200224798 0.0011036888910635422 0.0011577761891257443 0.0013695958519454252 0.0018739303793481234 0.0011254145801598814 0.001813400232827079
leaf_count=144 391 171 186 774 584 236 635
internal_value=0 0.00128442 -0.000931915 -0.00476001 0.000760675 0.00974075 0.00665745
internal_weight=0 0.0095021 0.00844381 0.0062147 0.00484511 0.0022291 0.00368733
internal_count=3121 2977 2586 2179 1405 407 1219
is_linear=0
shrinkage=0.1


Tree=4740
num_leaves=10
num_cat=0
split_feature=484 133 12 52 0 1 4 4 52
split_gain=0.000140452 6.89486e-05 9.66179e-05 8.72236e-05 0.000156881 0.000121036 0.000120725 0.000102352 7.75575e-05
threshold=-1.0000000180025095e-35 0.10622000000000002 0.10345000000000001 0.077655000000000016 -0.10011499999999998 0.11061500000000002 -0.013514999999999998 0.015030000000000002 0.11125500000000001
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 7 -6 -2 -5
right_child=1 -3 -4 8 6 -7 -8 -9 -10
leaf_value=-0.00070037109050790627 -0.00010911256714200463 -0.00042523016360715736 0.00058036493595623113 0.00069756014739164214 -0.00012409774167233248 -0.0003995646635070498 -0.00099542432282103679 0.00062772310248352531 7.8135747238424165e-06
leaf_weight=0.0010313935974700728 0.001169115738506938 0.0010496059980559533 0.001406288017112658 0.0012126677224346674 0.0015373503284277898 0.0011430281978288088 0.0010149808283197441 0.0019071037044260108 0.0012972386007239446
leaf_count=515 124 370 223 385 502 110 427 152 313
internal_value=0 5.43236e-05 0.000101419 2.88511e-05 -8.68725e-05 0.000145252 -0.000470597 0.000347689 0.000341066
internal_weight=0 0.0117374 0.0106878 0.00928149 0.00677158 0.00421925 0.00255233 0.00307622 0.00250991
internal_count=3121 2606 2236 2013 1315 386 929 276 698
is_linear=0
shrinkage=0.00196078


Tree=4741
num_leaves=8
num_cat=0
split_feature=4 16 2 2 52 0 52
split_gain=1.87873e-05 2.80994e-05 3.91801e-05 4.24824e-05 5.63963e-05 3.85236e-05 9.75165e-05
threshold=0.27044500000000005 -0.36241499999999999 0.10981000000000002 0.095195000000000016 -0.088204999999999992 -0.10607499999999999 0.08976000000000002
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 -6 -7
right_child=-2 2 -4 -5 5 6 -8
leaf_value=-0.01673747411837017 0.0099524798241109064 -0.018600765599606564 0.014608236692552533 -0.018868290771263615 0.020337673409586161 -0.017430582206045372 0.022948103849189293
leaf_weight=0.0011103456858129216 0.0015884191147833701 0.0011252000166037321 0.0015314301211961897 0.0013611207192727424 0.0013653901067388688 0.0014355397211412886 0.0010252628926402376
leaf_count=128 365 359 370 394 119 1006 380
internal_value=0 -0.00184829 0.000259346 -0.00322173 0.00107946 0.00686698 -0.000607303
internal_weight=0 0.00895429 0.00784394 0.00631251 0.00495139 0.00382619 0.0024608
internal_count=3121 2756 2628 2258 1864 1505 1386
is_linear=0
shrinkage=0.1


Tree=4742
num_leaves=9
num_cat=0
split_feature=0 16 0 151 1 2 15 12
split_gain=2.08907e-05 4.06841e-05 0.000119955 7.51739e-05 9.5089e-05 7.36668e-05 3.30841e-05 2.9914e-05
threshold=-0.060129999999999996 -0.056919999999999991 -0.11991499999999998 -0.0083949999999999979 0.086455000000000018 0.090425000000000019 -1.0000000180025095e-35 0.09141500000000001
decision_type=2 2 2 2 2 2 2 2
left_child=1 3 -3 -1 -5 -6 -2 -8
right_child=6 2 -4 4 5 -7 7 -9
leaf_value=-0.021507489118694243 0.021064651777909969 0.0083329402047040268 -0.039760339136004755 -0.01539152633579177 0.0033566776387620916 0.036120980072622239 -0.0132545657825599 0.0096740435012238751
leaf_weight=0.0010934247372414423 0.0010586359411668212 0.0010729056398460885 0.0010038780708146002 0.0012007840990259856 0.0015037911633983153 0.0012622271316808861 0.001005074606779675 0.0013114940494635061
leaf_count=178 259 149 919 855 298 149 158 156
internal_value=0 -0.00312907 -0.0149144 0.00170781 0.00810696 0.0183081 0.00641899 -0.000273843
internal_weight=0 0.00713701 0.00207678 0.00506023 0.0039668 0.00276602 0.0033752 0.00231657
internal_count=3121 2548 1068 1480 1302 447 573 314
is_linear=0
shrinkage=0.1


Tree=4743
num_leaves=8
num_cat=0
split_feature=159 2 0 1 43 12 15
split_gain=2.33495e-05 3.32791e-05 4.71012e-05 6.90201e-05 0.00012139 4.18435e-05 4.03972e-05
threshold=-1.0000000180025095e-35 0.088225000000000012 -0.15202999999999997 0.092390000000000014 0.016310000000000002 0.091475000000000015 -0.016799999999999995
decision_type=2 2 2 2 2 2 2
left_child=-1 5 -3 4 -4 6 -2
right_child=1 2 3 -5 -6 -7 -8
leaf_value=-0.014513433994591349 -0.02889143278372984 -0.0069658889989038233 -0.013819312579690055 0.034309661429923678 0.026455085617055691 0.0076456287378139469 -0.0015247627119013469
leaf_weight=0.0010095940936827455 0.0010527742301734517 0.0019003109426487582 0.0016495341660600475 0.0010412819164090205 0.0013698979060719663 0.0013362865670409688 0.0011061265141471309
leaf_count=509 335 160 605 388 218 288 618
internal_value=0 0.00148559 0.00602816 0.012109 0.00445294 -0.00626175 -0.0148699
internal_weight=0 0.00945621 0.00596102 0.00406071 0.00301943 0.00349519 0.0021589
internal_count=3121 2612 1371 1211 823 1241 953
is_linear=0
shrinkage=0.1


Tree=4744
num_leaves=7
num_cat=0
split_feature=50 51 43 43 48 0
split_gain=1.9723e-05 3.0026e-05 4.8487e-05 5.13315e-05 8.35183e-05 0.000115736
threshold=0.088425000000000017 -0.076794999999999988 -0.15323999999999996 -0.00067499999999999993 0.085875000000000021 -0.10011499999999998
decision_type=2 2 2 2 2 2
left_child=1 -1 -3 -4 5 -5
right_child=-2 2 3 4 -6 -7
leaf_value=-0.010732240495168795 -0.013157935365268537 0.02152816405601576 -0.015313306763884683 0.032678829615659793 -0.013418862647173969 -0.0049855317162489504
leaf_weight=0.0016778358939871871 0.0010341734424653649 0.0013137109914828074 0.0015637646762841715 0.0017028595202951207 0.0015714653833510551 0.0015662364645201855
leaf_count=500 560 184 1133 195 160 389
internal_value=0 0.00139211 0.00402784 0.000438024 0.00552656 0.0146337
internal_weight=0 0.00939587 0.00771804 0.00640433 0.00484056 0.0032691
internal_count=3121 2561 2061 1877 744 584
is_linear=0
shrinkage=0.1


Tree=4745
num_leaves=9
num_cat=0
split_feature=11 13 52 16 0 49 47 1
split_gain=1.7595e-05 3.38383e-05 8.67024e-05 7.59917e-05 7.23015e-05 5.66685e-05 6.82038e-05 5.83764e-05
threshold=0.078340000000000007 -0.010384999999999998 -0.013374999999999998 -0.083539999999999989 -0.019414999999999998 -0.054984999999999992 0.092710000000000015 0.094715000000000008
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 5 -3 7 -7
right_child=-2 4 3 -5 -6 6 -8 -9
leaf_value=0.031449678006869125 -0.012453186372045368 -0.029426241263349202 0.011764235830541151 -0.022316621521573557 0.020051292766673782 -0.0077218738430115084 -0.022741904260369542 0.02499738033772245
leaf_weight=0.001152417443849967 0.0010293218783361266 0.0010672213955799548 0.0017230154788723873 0.0010547573054410931 0.0010309147362083963 0.0011824263755926046 0.0011448463834833576 0.0010119875327353036
leaf_count=614 208 127 605 623 157 562 111 114
internal_value=0 0.00132071 0.00839005 -0.00117672 -0.00378906 -0.00936661 -0.00295559 0.00736711
internal_weight=0 0.00936759 0.00393019 0.00277777 0.0054374 0.00440648 0.00333926 0.00219441
internal_count=3121 2913 1842 1228 1071 914 787 676
is_linear=0
shrinkage=0.1


Tree=4746
num_leaves=9
num_cat=0
split_feature=14 15 0 52 52 13 13 0
split_gain=5.7792e-05 9.32767e-05 3.71974e-05 7.77442e-05 0.000101028 4.82626e-05 6.2615e-05 5.93547e-05
threshold=-1.0000000180025095e-35 -0.10653 0.15398500000000004 0.10160000000000001 0.0031350000000000002 -0.095304999999999987 -0.017449999999999997 -0.10224499999999999
decision_type=2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 5 -3 -7 -8
right_child=1 2 -4 -5 -6 6 7 -9
leaf_value=-0.00043698085781491421 0.00047807098641531546 0.0002561811910405991 0.00030722764671259968 -0.00055290257730086518 0.00052215893624369227 -0.0006179759082540529 -0.00031855198317392848 0.00017858556533718336
leaf_weight=0.0010708939251739573 0.0015972900500684046 0.0011305019513577789 0.0010793374497234066 0.0011491664461794546 0.0011742106095587084 0.0010468621167722199 0.0018826443085077395 0.0018120648413771832
leaf_count=161 388 145 55 456 517 703 173 523
internal_value=0 4.04278e-05 -3.49425e-05 -8.00061e-05 -2.88225e-06 -0.000107872 -0.000194671 -7.47316e-05
internal_weight=0 0.0108721 0.00927479 0.00819545 0.00704628 0.00587207 0.00474157 0.00369471
internal_count=3121 2960 2572 2517 2061 1544 1399 696
is_linear=0
shrinkage=0.00196078


Tree=4747
num_leaves=9
num_cat=0
split_feature=48 48 51 0 4 0 0 0
split_gain=4.85749e-05 0.000104919 0.000101777 7.97749e-05 6.24989e-05 7.40933e-05 8.00539e-05 8.19933e-05
threshold=0.11951500000000001 0.092475000000000016 0.086310000000000012 -0.16360999999999995 0.16173500000000005 -0.084269999999999984 -0.053834999999999994 0.15398500000000004
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 -5 -7 -8
right_child=-2 -3 -4 4 -6 6 7 -9
leaf_value=0.00053711481662405667 -0.00040753404595444297 0.00055993105037504751 -0.00060899201219523629 -0.00048482356098780813 0.00030173799619701952 0.00036757917503838221 -0.00045849601033268129 0.00024073058161639682
leaf_weight=0.0010597754730884909 0.0010581116895041964 0.0012800525712639401 0.0010657813878316045 0.0016451800701383096 0.0016353811366312723 0.0015111539048171087 0.001707349465764515 0.0010360041440674855
leaf_count=120 114 251 320 786 326 901 264 39
internal_value=0 3.24293e-05 -3.74658e-05 3.34048e-05 -3.74398e-05 -0.000131459 5.1836e-06 -0.000194439
internal_weight=0 0.0109407 0.00966063 0.00859484 0.00753507 0.00589969 0.00425451 0.00274335
internal_count=3121 3007 2756 2436 2316 1990 1204 303
is_linear=0
shrinkage=0.00196078


Tree=4748
num_leaves=9
num_cat=0
split_feature=52 52 12 12 4 15 1 2
split_gain=1.82079e-05 3.06939e-05 9.13507e-05 6.63556e-05 6.59231e-05 7.48844e-05 0.000146402 6.69425e-05
threshold=0.15915500000000002 0.070205000000000017 0.090020000000000017 0.097825000000000009 -0.04890499999999999 -0.016799999999999995 0.11181500000000001 0.089885000000000007
decision_type=2 2 2 2 2 2 2 2
left_child=1 3 -3 4 -1 6 7 -6
right_child=-2 2 -4 -5 5 -7 -8 -9
leaf_value=-0.024123201265558652 -0.012872801918996238 0.032028411140325189 -0.0097500773868005128 0.018658608306047913 -0.010152189430572027 0.022224363689288092 -0.036068841290411699 0.024944077092496894
leaf_weight=0.0015279486448437421 0.0010002101879364464 0.0010908528150992717 0.001006045908112747 0.0013091046030678996 0.0010637950831259727 0.001127449109022397 0.0011717792010720821 0.0011111367278272483
leaf_count=558 368 456 239 334 335 245 252 334
internal_value=0 0.00131853 0.011984 -0.00174039 -0.00618957 -6.51403e-05 -0.00757409 0.00777791
internal_weight=0 0.00940811 0.0020969 0.00731121 0.00600211 0.00447416 0.00334671 0.00217493
internal_count=3121 2753 695 2058 1724 1166 921 669
is_linear=0
shrinkage=0.1


Tree=4749
num_leaves=8
num_cat=0
split_feature=151 4 0 1 47 12 15
split_gain=1.92649e-05 5.05993e-05 5.20701e-05 5.57193e-05 4.4783e-05 6.95507e-05 6.43766e-05
threshold=-0.086944999999999981 0.27287000000000006 -0.10224499999999999 0.094385000000000011 0.085270000000000026 0.086850000000000024 0.088235000000000022
decision_type=2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 -4 -7
right_child=1 -3 4 -5 -6 6 -8
leaf_value=0.013123536844297002 -0.029735789515374061 0.017397736498653636 -0.022188253188861876 -0.0016798599335283713 0.017163383534576103 -0.0094983105020349512 0.022224608836613223
leaf_weight=0.0010038256142496762 0.0013717971200030493 0.0012355952117078422 0.0013571833616308421 0.001462608669765636 0.0013621009638709516 0.0013255872091144714 0.0012363530100600859
leaf_count=261 237 314 667 144 262 687 549
internal_value=0 -0.00145441 -0.00432463 -0.0152584 0.00154346 -0.00388528 0.00581068
internal_weight=0 0.00935123 0.00811563 0.00283441 0.00528122 0.00391912 0.00256194
internal_count=3121 2860 2546 381 2165 1903 1236
is_linear=0
shrinkage=0.1


Tree=4750
num_leaves=9
num_cat=0
split_feature=14 15 16 48 42 15 4 12
split_gain=4.86336e-05 6.70651e-05 4.99833e-05 0.00010986 7.84221e-05 0.000101837 8.1908e-05 7.0772e-05
threshold=-1.0000000180025095e-35 -0.10653 -0.094359999999999986 0.091545000000000015 0.086325000000000013 -0.016799999999999995 -0.084369999999999987 0.088930000000000023
decision_type=2 2 2 2 2 2 2 2
left_child=-1 -2 7 4 5 -4 -7 -3
right_child=1 2 3 -5 -6 6 -8 -9
leaf_value=-0.00040568101898606144 0.0004016028989258143 -0.00054352549916500967 -0.0004114607201724572 0.00062482393958417559 -0.00045375758800442033 -8.3121654646355035e-05 0.00057379207972239779 0.00010487031937515857
leaf_weight=0.0010933184216184192 0.0015798252113132559 0.0014996930660442782 0.0011591068109272021 0.0010886171214270993 0.0014205158166623452 0.0013396289634503658 0.0016028916313549275 0.0011385543350487728
leaf_count=161 388 253 332 166 762 431 458 170
internal_value=0 2.82406e-05 -3.55335e-05 5.55264e-05 -5.67031e-05 8.08088e-05 0.000274722 -0.000263706
internal_weight=0 0.0108288 0.00924901 0.00661076 0.00552214 0.00410163 0.00294252 0.00263825
internal_count=3121 2960 2572 2149 1983 1221 889 423
is_linear=0
shrinkage=0.00196078


Tree=4751
num_leaves=10
num_cat=0
split_feature=42 14 15 42 403 12 13 3 15
split_gain=6.62311e-05 9.64922e-05 0.000131432 7.46279e-05 9.09591e-05 0.000177111 0.000189259 0.000143685 5.97297e-05
threshold=0.10256000000000001 -1.0000000180025095e-35 -0.10653 0.091295000000000015 0.03138500000000001 0.084100000000000022 -0.084154999999999994 0.076840000000000006 -0.016799999999999995
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 7 -7 -4 -9
right_child=-2 2 3 -5 -6 6 -8 8 -10
leaf_value=-0.0005308703854696715 -0.00048801943578640823 0.0006379891405193024 0.00055832059258902771 0.00048257233697283604 0.00044692272363080354 -2.5910337354392403e-06 -0.0011029418001911593 -0.00043280810170653227 0.00017099353034698124
leaf_weight=0.001051587499265534 0.0010145126814448983 0.0014585737661389443 0.001574164763754958 0.0010918862165308196 0.0011383441357680837 0.0011511646371692424 0.0012574091517713153 0.0015729026603574781 0.0010506156307317494
leaf_count=133 346 347 345 292 235 311 873 113 126
internal_value=0 3.48917e-05 9.26814e-05 2.67145e-06 -6.49882e-05 -0.000153197 -0.000577035 8.99954e-05 -0.000191009
internal_weight=0 0.0113466 0.0102951 0.00883649 0.0077446 0.00660626 0.00240857 0.00419768 0.00262352
internal_count=3121 2775 2642 2295 2003 1768 1184 584 239
is_linear=0
shrinkage=0.00196078


Tree=4752
num_leaves=8
num_cat=0
split_feature=42 0 4 12 52 16 0
split_gain=1.97803e-05 2.96197e-05 5.81039e-05 5.61225e-05 5.83185e-05 4.99102e-05 4.76908e-05
threshold=-1.0000000180025095e-35 -0.060129999999999996 -0.27825499999999997 0.091545000000000015 0.0031350000000000002 -0.056919999999999991 -0.20211999999999997
decision_type=2 2 2 2 2 2 2
left_child=-1 3 -3 4 5 6 -2
right_child=1 2 -4 -5 -6 -7 -8
leaf_value=-0.0096469231375621422 -0.010073076403718477 -0.0018810068825299477 0.028536888310501288 -0.022976794937439579 0.020860419435491249 -0.020402601895059005 0.017720993264888248
leaf_weight=0.0017807114239038755 0.0011935799562535765 0.0014941310905803497 0.0010832856448720471 0.0010448464583832908 0.0012855064511747638 0.0012218632724875491 0.0012787484013626477
leaf_count=862 85 227 257 447 456 522 265
internal_value=0 0.00193219 0.0109036 -0.00190596 0.00251515 -0.00386865 0.00430269
internal_weight=0 0.00860196 0.00257742 0.00602454 0.0049797 0.00369419 0.00247233
internal_count=3121 2259 484 1775 1328 872 350
is_linear=0
shrinkage=0.1


Tree=4753
num_leaves=8
num_cat=0
split_feature=50 16 160 52 2 52 0
split_gain=2.00522e-05 3.54362e-05 6.35732e-05 5.73732e-05 4.67636e-05 4.56024e-05 3.21517e-05
threshold=0.088425000000000017 -0.014034999999999997 -0.071139999999999995 0.084960000000000022 0.092755000000000018 0.091275000000000009 -0.10607499999999999
decision_type=2 2 2 2 2 2 2
left_child=1 3 -3 4 6 -4 -1
right_child=-2 2 5 -5 -6 -7 -8
leaf_value=0.021276944087093956 -0.013310528476154377 0.02811478814970253 -0.0090900452160240317 -0.02540693621634493 -0.01133542327096681 0.016347597079343301 -0.0018763417085511703
leaf_weight=0.0012485159262012016 0.001026876158288133 0.0011641854532890429 0.0018552988831292475 0.0010166066962179901 0.0017501749045612052 0.0011364282494063323 0.0011542325229044808
leaf_count=122 560 331 712 663 359 64 310
internal_value=0 0.0014128 0.00828794 -0.00411429 0.001098 0.000572619 0.0101546
internal_weight=0 0.00932544 0.00415591 0.00516953 0.00415292 0.00299173 0.00240275
internal_count=3121 2561 1107 1454 791 776 432
is_linear=0
shrinkage=0.1


Tree=4754
num_leaves=8
num_cat=0
split_feature=43 133 1 4 51 0 3
split_gain=1.73311e-05 3.6885e-05 7.4731e-05 5.26955e-05 7.42872e-05 6.06248e-05 6.57703e-05
threshold=-0.27207999999999993 0.083950000000000011 1.0000000180025095e-35 -0.033174999999999989 -0.025069999999999999 -0.10607499999999999 0.097915000000000016
decision_type=2 2 2 2 2 2 2
left_child=-1 2 -2 -4 -5 6 -6
right_child=1 -3 3 4 5 -7 -8
leaf_value=-0.012518214603449785 -0.022314435781811304 0.013843567605145619 -0.014630667895272266 0.031851045327160349 0.023539661562141909 -0.018809261876160895 -0.0084820631521630996
leaf_weight=0.0010050391026749277 0.0014397539965305441 0.0018739063361939822 0.0013158722842092994 0.0010224391993286035 0.0014695158143303126 0.0010589627107728283 0.0011382368501387519
leaf_count=144 827 966 473 177 129 263 142
internal_value=0 0.0013035 -0.00185293 0.00305289 0.00801525 0.0013688 0.00956276
internal_weight=0 0.00931869 0.00744478 0.00600503 0.00468915 0.00366672 0.00260775
internal_count=3121 2977 2011 1184 711 534 271
is_linear=0
shrinkage=0.1


Tree=4755
num_leaves=9
num_cat=0
split_feature=14 15 16 2 48 15 3 52
split_gain=5.57367e-05 7.72979e-05 5.14685e-05 7.07855e-05 5.39399e-05 9.03158e-05 0.0001119 6.34805e-05
threshold=-1.0000000180025095e-35 -0.10653 -0.092484999999999984 0.092875000000000013 0.086665000000000006 -0.016799999999999995 0.10542000000000001 0.0031350000000000002
decision_type=2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 5 -4 7 -7
right_child=1 2 4 -5 -6 6 -8 -9
leaf_value=-0.0004296213714738598 0.00043616722552233643 2.232029173833515e-05 -0.00045945421292910391 -0.00060372483282749385 0.00043741694960245379 -0.00034273546037447426 0.00067477085322719115 0.00023721942846270704
leaf_weight=0.0010961757367750841 0.0015739366684816127 0.0015662426990263249 0.001356175936335643 0.0012473835318059455 0.0012008596607317231 0.0015497807297453696 0.0010522916435417029 0.0013644938998354672
leaf_count=161 388 270 478 187 250 694 54 639
internal_value=0 3.41974e-05 -3.3561e-05 -0.000255228 6.20441e-05 -2.26435e-05 0.000126703 -7.11945e-05
internal_weight=0 0.0109112 0.00933723 0.00281363 0.0065236 0.00532274 0.00396657 0.00291427
internal_count=3121 2960 2572 457 2115 1865 1387 1333
is_linear=0
shrinkage=0.00196078


Tree=4756
num_leaves=7
num_cat=0
split_feature=51 457 1 4 3 15
split_gain=1.96562e-05 3.63282e-05 3.94601e-05 8.62683e-05 5.81962e-05 5.60275e-05
threshold=-0.076794999999999988 0.080930000000000016 0.10937500000000001 -0.0029599999999999995 -0.078934999999999991 -0.10091499999999999
decision_type=2 2 2 2 2 2
left_child=-1 2 3 4 -2 -5
right_child=1 -3 -4 5 -6 -7
leaf_value=-0.0098892551428506892 -0.0065836684981453036 0.018768966180384063 0.011783466836703484 -0.004067221345094657 0.019742168977118616 -0.036014982140917126
leaf_weight=0.0016946272952036478 0.0018865597760332269 0.0011110266074074171 0.0019155402184930217 0.0010808220299215795 0.0015132730863516625 0.0011154612904907624
leaf_count=537 1081 212 410 179 385 317
internal_value=0 0.00189153 -0.00060476 -0.00484523 0.00513402 -0.020293
internal_weight=0 0.00862268 0.00751166 0.00559612 0.00339983 0.00219628
internal_count=3121 2584 2372 1962 1466 496
is_linear=0
shrinkage=0.1


Tree=4757
num_leaves=10
num_cat=0
split_feature=484 42 47 403 42 12 2 3 0
split_gain=0.000112691 0.000125288 9.14851e-05 9.65975e-05 8.15144e-05 0.000160844 0.000266248 8.86319e-05 0.000102181
threshold=-1.0000000180025095e-35 0.10256000000000001 0.10980000000000002 0.03138500000000001 0.088200000000000014 0.084100000000000022 0.097845000000000015 0.013900000000000001 -0.23051499999999997
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 7 -7 -2 -9
right_child=1 -3 -4 -5 -6 6 -8 8 -10
leaf_value=-0.00063646305912497649 0.00045655909773369526 -0.00061769513056660465 0.00059872448287542055 0.00053054017814956772 0.0003621043262119622 -0.0012482123596515571 9.9886255175061947e-05 0.00034351925144101723 -0.00040232003153578945
leaf_weight=0.0010293158574293257 0.0015622744698190289 0.0010198551010816926 0.0012561655756317862 0.0013144899512634216 0.0015669282335042676 0.0011072199552356389 0.0011464754361278861 0.0011378495380123255 0.0018617080377023275
leaf_count=515 339 310 119 288 382 671 226 69 202
internal_value=0 3.96336e-05 0.000100838 3.63407e-05 -4.11569e-05 -0.000133869 -0.000562422 7.78506e-05 -0.000119394
internal_weight=0 0.011973 0.0109531 0.00969695 0.00838246 0.00681553 0.0022537 0.00456183 0.00299956
internal_count=3121 2606 2296 2177 1889 1507 897 610 271
is_linear=0
shrinkage=0.00196078


Tree=4758
num_leaves=10
num_cat=0
split_feature=133 13 3 43 48 150 12 13 4
split_gain=6.81189e-05 9.23746e-05 6.67573e-05 8.92628e-05 6.21905e-05 0.000125678 6.73453e-05 6.6158e-05 6.31614e-05
threshold=0.10622000000000002 -0.23438999999999996 0.10893000000000001 0.08845500000000002 0.092475000000000016 0.086135000000000017 0.092355000000000007 -0.033284999999999988 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 6 7 -3 -9
right_child=-2 2 -4 -5 -6 -7 -8 8 -10
leaf_value=0.00054422976184434555 -0.00049811681200780838 -5.6370064072061239e-05 -0.0004030360312336686 -0.00045028362538524749 0.0005422872198360849 -0.00058972830467613261 -0.0002369937761780373 0.00072568840314521962 0.00010134845609431387
leaf_weight=0.0012002801365276925 0.0010243795388209893 0.0013886257336591626 0.0015678326357375172 0.0012370985852741111 0.0011295141570929704 0.0010130040557737507 0.0012241734570573063 0.001545974761197059 0.0010434431324156921
leaf_count=157 435 706 111 249 214 213 419 474 143
internal_value=0 2.98383e-05 -3.09927e-05 3.69767e-05 0.000119048 4.21307e-05 0.00016517 0.000288929 0.000474102
internal_weight=0 0.0113499 0.0101497 0.00858183 0.00734474 0.00621522 0.00520222 0.00397804 0.00258942
internal_count=3121 2686 2529 2418 2169 1955 1742 1323 617
is_linear=0
shrinkage=0.00196078


Tree=4759
num_leaves=8
num_cat=0
split_feature=14 15 0 52 13 16 15
split_gain=5.02321e-05 7.30381e-05 3.98799e-05 8.12108e-05 8.92133e-05 5.92489e-05 6.22211e-05
threshold=-1.0000000180025095e-35 -0.10653 0.15398500000000004 0.10160000000000001 -0.095304999999999987 -0.084119999999999986 -0.016799999999999995
decision_type=2 2 2 2 2 2 2
left_child=-1 -2 3 4 -3 -6 -7
right_child=1 2 -4 -5 5 6 -8
leaf_value=-0.00042471427313634798 0.00043018329599559544 0.00045069884429804568 0.00032413106385139137 -0.00058294064153415859 -0.00038723002784809982 -0.00026976804114592947 0.00027002266600110368
leaf_weight=0.0010244972283318466 0.0015016888775210404 0.0013238937384062836 0.0010329803623677731 0.0010870164527991104 0.0019773689462690871 0.0014280603436929796 0.0019313692587641725
leaf_count=161 388 187 55 456 512 540 822
internal_value=0 3.05771e-05 -3.77642e-05 -8.60147e-05 -4.91703e-06 -0.000117941 4.0563e-05
internal_weight=0 0.0102824 0.00878069 0.00774771 0.00666069 0.0053368 0.00335943
internal_count=3121 2960 2572 2517 2061 1874 1362
is_linear=0
shrinkage=0.00196078


Tree=4760
num_leaves=8
num_cat=0
split_feature=12 13 3 12 1 0 13
split_gain=2.0016e-05 4.53978e-05 5.2915e-05 4.33608e-05 8.84831e-05 7.52737e-05 5.43848e-05
threshold=0.10711000000000002 -0.17933499999999997 0.10893000000000001 0.092355000000000007 0.094385000000000011 -0.10224499999999999 -0.017449999999999997
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 4 5 -3 -7
right_child=-2 2 -4 -5 -6 6 -8
leaf_value=0.021535441242809848 -0.012619156781225589 -0.020895760936506805 -0.019341466451845132 -0.014829163739015803 0.025810063798738597 -0.0076797867097444586 0.020640936708551098
leaf_weight=0.0010045577917010247 0.0011327088770789829 0.0013650742202231973 0.0013186329661548681 0.0011933435857344838 0.0016328817059215271 0.0012364806633534285 0.0015013969326196303
leaf_count=165 285 226 111 625 393 846 470
internal_value=0 0.00146426 -0.000980349 0.0025138 0.00612201 -0.00171338 0.00785073
internal_weight=0 0.00925237 0.00824781 0.00692918 0.00573583 0.00410295 0.00273788
internal_count=3121 2836 2671 2560 1935 1542 1316
is_linear=0
shrinkage=0.1


Tree=4761
num_leaves=10
num_cat=0
split_feature=42 42 403 15 42 3 4 15 15
split_gain=4.9436e-05 6.74956e-05 8.06046e-05 0.000126567 6.02046e-05 6.54805e-05 7.94527e-05 5.37598e-05 5.26849e-05
threshold=0.10194000000000002 0.091295000000000015 0.03138500000000001 0.079055000000000014 0.075730000000000006 0.10893000000000001 0.033845000000000007 -0.040439999999999997 -0.10091499999999999
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 7 -7 8 -1
right_child=-2 -3 -4 -5 -6 6 -8 -9 -10
leaf_value=0.00029972401859529297 -0.00041931722582438182 0.00047819703579724432 0.00046666652916318351 -0.0007101641641800554 -0.00043910228312409163 0.00019715961264884789 -0.00050251321056158087 0.00049753580407203618 -0.0002940465937873812
leaf_weight=0.0012970980431200616 0.0010198185863460199 0.0011649239272945285 0.0011491137452639385 0.0010914978882355791 0.0010179704568560478 0.0011736083428953714 0.0013324182258960711 0.0016725224342401396 0.0010313341496902132
leaf_count=197 355 348 291 675 538 97 120 251 249
internal_value=0 3.20811e-05 -2.11357e-05 -8.61903e-05 4.3174e-06 7.36872e-05 -0.000174846 0.000229358 3.67248e-05
internal_weight=0 0.0109305 0.00976556 0.00861645 0.00752495 0.00650698 0.00250603 0.00400095 0.00232843
internal_count=3121 2766 2418 2127 1452 914 217 697 446
is_linear=0
shrinkage=0.00196078


Tree=4762
num_leaves=8
num_cat=0
split_feature=47 16 4 4 0 13 43
split_gain=1.82905e-05 6.2049e-05 6.38198e-05 5.09163e-05 4.62181e-05 3.42997e-05 7.66693e-05
threshold=0.11926500000000002 -0.48836499999999994 0.055260000000000011 0.0061450000000000003 -0.084269999999999984 -0.094514999999999988 -0.084004999999999982
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 -6 -7
right_child=-2 2 -4 -5 5 6 -8
leaf_value=0.02047274293941425 -0.012901492751864755 -0.016509663119381107 -0.019332370314329328 0.02072393671065657 0.019943315469427861 0.014112204441797949 -0.021183021051411108
leaf_weight=0.001431027716726715 0.0010032534290076176 0.0015197298524717347 0.0016989712294139215 0.0012338574885115772 0.0010077232055305538 0.001353867020282268 0.001128394088228124
leaf_count=249 112 903 399 166 57 332 903
internal_value=0 0.00130502 -0.00214848 0.00252752 -0.00195413 0.00438414 -0.00193241
internal_weight=0 0.00937357 0.00794254 0.00624357 0.00500971 0.00348998 0.00248226
internal_count=3121 3009 2760 2361 2195 1292 1235
is_linear=0
shrinkage=0.1


Tree=4763
num_leaves=8
num_cat=0
split_feature=484 160 133 12 16 52 16
split_gain=1.64559e-05 3.22998e-05 6.34572e-05 4.8968e-05 8.10502e-05 8.97302e-05 7.21036e-05
threshold=0.085515000000000022 -1.0000000180025095e-35 -1.0000000180025095e-35 0.10388500000000002 -0.36241499999999999 -1.0000000180025095e-35 -0.056919999999999991
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -3 4 -4 -6 -7
right_child=-2 2 3 -5 5 6 -8
leaf_value=-0.015836470952429401 0.011961986505855341 -0.021217631931865877 -0.011911077702004773 -0.015593719042718099 -0.0012078280788011212 0.04458833181768896 0.010240777843250469
leaf_weight=0.0013264127494206019 0.0010254241287670886 0.0011062198932062948 0.0015033949008522703 0.0010237472495391248 0.0019127550588768742 0.0012435010645325713 0.0012019047276951951
leaf_count=659 341 709 211 180 562 339 120
internal_value=0 -0.00138489 0.00101374 0.00458552 0.00810992 0.0150164 0.0277067
internal_weight=0 0.00931794 0.00799152 0.0068853 0.00586156 0.00435816 0.00244541
internal_count=3121 2780 2121 1412 1232 1021 459
is_linear=0
shrinkage=0.1


Tree=4764
num_leaves=8
num_cat=0
split_feature=43 51 16 0 13 49 2
split_gain=1.70052e-05 3.38785e-05 4.15278e-05 6.28324e-05 0.000154851 5.91121e-05 4.79323e-05
threshold=-0.27207999999999993 -0.090529999999999985 -0.056919999999999991 -0.10224499999999999 -0.014169999999999999 -0.043469999999999995 0.097220000000000015
decision_type=2 2 2 2 2 2 2
left_child=-1 -2 3 5 -5 -3 -4
right_child=1 2 6 4 -6 -7 -8
leaf_value=-0.012366241152610112 0.018603088532492727 0.012992299890875261 -0.024635813105161046 -0.0094371755896421241 0.043593054715735734 -0.015521750704995969 0.00087614336657426098
leaf_weight=0.0010112780849763124 0.0010075472827755895 0.0011720406186333495 0.0013035848702798837 0.001087548272848859 0.0011153536274635873 0.0019148748794783369 0.0016927428085111189
leaf_count=144 389 132 722 680 477 275 302
internal_value=0 0.00128854 -0.00081681 0.00451123 0.0174126 -0.00469553 -0.0102231
internal_weight=0 0.00929369 0.00828615 0.00528982 0.0022029 0.00308692 0.00299633
internal_count=3121 2977 2588 1564 1157 407 1024
is_linear=0
shrinkage=0.1


Tree=4765
num_leaves=9
num_cat=0
split_feature=14 15 16 160 43 0 49 4
split_gain=5.34671e-05 8.96875e-05 3.91968e-05 7.73513e-05 7.4648e-05 5.87424e-05 0.000134833 8.16507e-05
threshold=-1.0000000180025095e-35 -0.10653 -0.010264999999999998 -0.063384999999999983 -0.074359999999999996 -0.10224499999999999 -0.043469999999999995 -0.077834999999999988
decision_type=2 2 2 2 2 2 2 2
left_child=-1 -2 5 -4 -5 6 -3 -7
right_child=1 2 3 4 -6 7 -8 -9
leaf_value=-0.00042725467518645949 0.00047340699288236812 3.7050625608040428e-05 0.00057417633587432382 0.00025570610409070461 -0.00035050014094109062 -0.00037826085244859929 -0.00091498801484610193 0.00034500653288129857
leaf_weight=0.00103619511518097 0.0015602546318784676 0.0013035757606544834 0.0010149711235405753 0.00155433950436815 0.0015696336324950309 0.0010069401586454696 0.0010190225610265122 0.001485248276880285
leaf_count=161 388 135 283 370 359 626 131 668
internal_value=0 3.95801e-05 -3.60175e-05 0.000103908 -4.88809e-05 -0.000156302 -0.000380649 5.27786e-05
internal_weight=0 0.010514 0.00895373 0.00413894 0.00312397 0.00481479 0.0023226 0.00249219
internal_count=3121 2960 2572 1012 729 1560 266 1294
is_linear=0
shrinkage=0.00196078


Tree=4766
num_leaves=9
num_cat=0
split_feature=14 15 16 160 43 0 49 4
split_gain=4.47518e-05 8.403e-05 4.70661e-05 9.15253e-05 7.00328e-05 6.00698e-05 0.000114829 7.62085e-05
threshold=-1.0000000180025095e-35 -0.10653 -0.010264999999999998 -0.063384999999999983 -0.074359999999999996 -0.10224499999999999 -0.043469999999999995 -0.077834999999999988
decision_type=2 2 2 2 2 2 2 2
left_child=-1 -2 5 -4 -5 6 -3 -7
right_child=1 2 3 4 -6 7 -8 -9
leaf_value=-0.00039054668202169387 0.00045965777692454486 -8.0314895060113087e-06 0.00062495668275642288 0.00024618027077224309 -0.00034291070942459598 -0.0003714544284572558 -0.00088676156402848886 0.00032558413849910646
leaf_weight=0.0010280334316314756 0.0015498520538577082 0.0013032811654674964 0.0010307838043794918 0.00154633417001203 0.0015572381920711253 0.0010111576106222049 0.0010186006680931435 0.001494127120477361
leaf_count=161 388 135 283 370 359 626 131 668
internal_value=0 3.80942e-05 -3.48132e-05 0.000118732 -4.94001e-05 -0.000166321 -0.000393527 4.42525e-05
internal_weight=0 0.0105114 0.00896152 0.00413436 0.00310357 0.00482717 0.00232188 0.00250528
internal_count=3121 2960 2572 1012 729 1560 266 1294
is_linear=0
shrinkage=0.00196078


Tree=4767
num_leaves=8
num_cat=0
split_feature=42 51 49 42 16 1 13
split_gain=1.91213e-05 2.898e-05 3.63956e-05 7.00316e-05 4.08539e-05 3.75526e-05 7.2845e-05
threshold=-1.0000000180025095e-35 -0.076794999999999988 -0.081404999999999991 0.091545000000000015 -0.094359999999999986 0.09253500000000002 -0.084154999999999994
decision_type=2 2 2 2 2 2 2
left_child=-1 -2 -3 4 -4 6 -6
right_child=1 2 3 -5 5 -7 -8
leaf_value=-0.0095212950520727063 -0.0126171108964791 0.020944169581817915 -0.0055819561298496995 -0.021162467535528272 0.0023890629213441082 -0.0010636363332582998 0.039961504839455708
leaf_weight=0.0017644395091409746 0.0011826567875249721 0.0011088634852597671 0.0018534067077948697 0.0011369850658265439 0.0010314487148160789 0.0011993704968405396 0.0010326057501772745
leaf_count=862 422 171 358 547 311 209 241
internal_value=0 0.00191314 0.00424712 0.00128656 0.00627485 0.0130087 0.0211858
internal_weight=0 0.00854534 0.00736268 0.00625382 0.00511683 0.00326342 0.00206405
internal_count=3121 2259 1837 1666 1119 761 552
is_linear=0
shrinkage=0.1


Tree=4768
num_leaves=9
num_cat=0
split_feature=14 15 131 13 13 3 0 48
split_gain=4.39164e-05 8.66592e-05 5.12347e-05 6.84762e-05 7.81402e-05 8.12377e-05 9.6615e-05 6.38695e-05
threshold=-1.0000000180025095e-35 -0.10653 0.084390000000000007 -0.095304999999999987 -0.017449999999999997 0.083060000000000009 -0.060129999999999996 0.086260000000000017
decision_type=2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 -5 6 -6 -7
right_child=1 2 -4 4 5 7 -8 -9
leaf_value=-0.00037974442773275601 0.00045533983737832767 0.00033548035446722698 -0.00045416281574919989 -0.00055406226790581875 -0.00011539906237387012 4.5668899532510142e-05 0.00057920477135780081 -0.00063492537276213881
leaf_weight=0.0010744963732027069 0.0016124295517693987 0.0019455914195204262 0.0010094090426663602 0.0011236458003927047 0.0015975453830267903 0.0011115627841239567 0.0014860541412956756 0.0010134590907706631
leaf_count=161 388 209 404 994 575 121 212 57
internal_value=0 3.57416e-05 -3.71079e-05 1.37482e-05 -8.51042e-05 1.60632e-05 0.000219346 -0.000278918
internal_weight=0 0.0108997 0.00928727 0.00827786 0.00633227 0.00520862 0.0030836 0.00212502
internal_count=3121 2960 2572 2168 1959 965 787 178
is_linear=0
shrinkage=0.00196078


Tree=4769
num_leaves=8
num_cat=0
split_feature=4 16 2 48 15 4 43
split_gain=2.17976e-05 2.80485e-05 7.24163e-05 4.1848e-05 9.07324e-05 6.00461e-05 5.29977e-05
threshold=0.27044500000000005 -0.092484999999999984 0.092755000000000018 0.084855000000000014 -0.016799999999999995 -0.077834999999999988 -0.073959999999999984
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 4 -3 6 -6
right_child=-2 3 -4 -5 5 -7 -8
leaf_value=0.0026849778824806787 0.01089880368087294 -0.027709449999357712 -0.030583628476642817 0.016642074186656246 0.011295493550334828 0.021979366735058754 -0.02021498938900684
leaf_weight=0.0016705717727262029 0.0015487415616907288 0.0011109311408191627 0.0010755134164501978 0.0014515046937054509 0.0010205453803765756 0.0013131827473078423 0.0011190320061519772
leaf_count=315 365 469 176 404 208 563 621
internal_value=0 -0.00197067 -0.0103448 0.00185231 -0.00285164 0.0051464 -0.00518498
internal_weight=0 0.00876128 0.00274609 0.0060152 0.00456369 0.00345276 0.00213958
internal_count=3121 2756 491 2265 1861 1392 829
is_linear=0
shrinkage=0.1


Tree=4770
num_leaves=7
num_cat=0
split_feature=4 42 49 0 52 160
split_gain=1.76923e-05 2.58228e-05 5.09096e-05 5.26477e-05 5.72381e-05 5.0229e-05
threshold=0.27044500000000005 0.092145000000000019 -0.00064499999999999985 -0.10011499999999998 0.083680000000000018 0.079055000000000014
decision_type=2 2 2 2 2 2
left_child=1 2 5 -4 -5 -1
right_child=-2 -3 3 4 -6 -7
leaf_value=-0.026132501479192799 0.0098206319749525456 -0.014851250216544824 0.020265907690995469 -0.014452053092177734 0.011699533808277554 0.0030576925332546911
leaf_weight=0.0011891307435803961 0.0015469936708698362 0.0012887292374916572 0.0017329107354507778 0.0016523604627220324 0.0016959262456839744 0.0011690225303671066
leaf_count=339 365 544 234 840 622 177
internal_value=0 -0.00178265 0.000481239 0.00611678 -0.00120613 -0.0116619
internal_weight=0 0.00872808 0.00743935 0.0050812 0.00334829 0.00235815
internal_count=3121 2756 2212 1696 1462 516
is_linear=0
shrinkage=0.1


Tree=4771
num_leaves=7
num_cat=0
split_feature=16 1 15 43 48 16
split_gain=1.9275e-05 4.80541e-05 6.02965e-05 4.14768e-05 5.09705e-05 7.12288e-05
threshold=0.38525000000000004 0.077565000000000009 0.088235000000000022 -0.04890499999999999 0.086035000000000014 -0.087989999999999985
decision_type=2 2 2 2 2 2
left_child=1 2 -1 -3 5 -5
right_child=-2 3 -4 4 -6 -7
leaf_value=-0.024086604750369597 0.011003352193191512 0.01644823472887837 0.0058040346477429656 0.02652391941708241 -0.01522281569860255 -0.0070822931385508027
leaf_weight=0.0017357233325870735 0.0013709215214724171 0.0017185734731961335 0.0011041995915860533 0.0010826566030935542 0.0017280358130180029 0.0015107816179300453
leaf_count=1107 311 539 404 233 178 349
internal_value=0 -0.00173654 -0.0124647 0.00330766 -0.00191811 0.00694695
internal_weight=0 0.00887997 0.00283992 0.00604005 0.00432147 0.00259344
internal_count=3121 2810 1511 1299 760 582
is_linear=0
shrinkage=0.1


Tree=4772
num_leaves=9
num_cat=0
split_feature=14 15 0 52 13 13 15 15
split_gain=4.96562e-05 7.95022e-05 5.33059e-05 0.000104316 0.000110406 5.13088e-05 6.07664e-05 0.000149851
threshold=-1.0000000180025095e-35 -0.10653 0.15398500000000004 0.10160000000000001 -0.095304999999999987 -0.033284999999999988 0.035560000000000008 -0.037864999999999989
decision_type=2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 -3 -6 7 -7
right_child=1 2 -4 -5 5 6 -8 -9
leaf_value=-0.00040660024533757124 0.00043486833230914042 0.00049436109328271827 0.00036782234423880729 -0.00063627590697823877 -0.00050583677363913177 -0.00024953645655707434 -0.00037255141835976734 0.0006216634355456892
leaf_weight=0.0010869522852367574 0.0016113647163475365 0.0013843297578690957 0.0011006234124674641 0.00116050351323324 0.0010901124275101487 0.0017856686255457838 0.0013891509646331655 0.0013203307943057984
leaf_count=161 388 187 55 456 877 276 490 231
internal_value=0 3.29998e-05 -3.71526e-05 -9.19766e-05 -1.34561e-06 -0.000124209 -3.16604e-05 0.000120802
internal_weight=0 0.0108421 0.00923072 0.0081301 0.00696959 0.00558526 0.00449515 0.003106
internal_count=3121 2960 2572 2517 2061 1874 997 507
is_linear=0
shrinkage=0.00196078


Tree=4773
num_leaves=9
num_cat=0
split_feature=14 15 13 13 0 151 1 43
split_gain=3.91164e-05 9.16323e-05 5.01002e-05 6.36802e-05 7.39144e-05 8.31856e-05 9.02923e-05 1.27506e-05
threshold=-1.0000000180025095e-35 -0.10653 -0.095304999999999987 -0.033284999999999988 -0.019414999999999998 -0.024429999999999997 0.092695000000000013 0.055925000000000009
decision_type=2 2 2 2 2 2 2 2
left_child=-1 -2 7 -4 5 -5 -7 -3
right_child=1 2 3 4 -6 6 -8 -9
leaf_value=-0.00035128229787338233 0.00046919807340598538 7.7225191945315524e-05 -0.00046667248363630338 0.00033058172175869793 0.0003646829184016411 -2.364697751828836e-05 -0.00069032502101540241 0.00038559408018849794
leaf_weight=0.0010923264000847381 0.0016138773666683004 0.0010222857747911665 0.0015455525644638554 0.0010502748753369595 0.0014479836280106234 0.0018483402188577635 0.0013526229176833771 0.001039965815701583
leaf_count=161 388 169 1173 148 226 662 130 64
internal_value=0 3.78825e-05 -3.69094e-05 -0.000113664 -1.79324e-05 -0.000148252 -0.000305363 0.000232731
internal_weight=0 0.0109209 0.00930703 0.00724477 0.00569922 0.00425124 0.00320096 0.00206225
internal_count=3121 2960 2572 2339 1166 940 792 233
is_linear=0
shrinkage=0.00196078


Tree=4774
num_leaves=7
num_cat=0
split_feature=0 2 3 15 16 1
split_gain=2.00429e-05 3.85259e-05 3.32151e-05 6.44512e-05 6.44942e-05 3.82511e-05
threshold=-0.060129999999999996 0.10097500000000002 -0.08824499999999999 -0.0088349999999999974 -0.056919999999999991 0.10060500000000001
decision_type=2 2 2 2 2 2
left_child=2 -2 -1 4 5 -4
right_child=1 -3 3 -5 -6 -7
leaf_value=-0.017056502401340771 0.015515623681564889 -0.0062563686065403362 -0.013127062819350955 0.014773116839517889 -0.029088279952215586 0.011414324509044831
leaf_weight=0.0013678116955336168 0.0019287950095082025 0.0014046268898646971 0.0011260268457715854 0.0019890634627966067 0.001010065607628851 0.0014567369327909139
leaf_count=538 262 311 344 874 556 236
internal_value=0 0.00634141 -0.00309081 0.0003314 -0.00766383 0.000714832
internal_weight=0 0.00333342 0.0069497 0.00558189 0.00359283 0.00258276
internal_count=3121 573 2548 2010 1136 580
is_linear=0
shrinkage=0.1


Tree=4775
num_leaves=9
num_cat=0
split_feature=42 14 15 43 16 49 15 4
split_gain=5.76871e-05 7.8146e-05 0.00013934 7.43324e-05 9.71473e-05 0.000117701 5.39235e-05 9.26605e-05
threshold=0.10194000000000002 -1.0000000180025095e-35 -0.10653 0.13895500000000002 -0.088394999999999987 -0.047584999999999995 -0.016799999999999995 -0.084369999999999987
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 -4 -6 -8
right_child=-2 2 3 -5 6 -7 7 -9
leaf_value=-0.00047893725803072496 -0.00045332233769108894 0.0006505170682798865 -1.8225407667931499e-05 0.00044667698885775286 -0.00020693292029339848 -0.00091661776665901556 -0.00014893684331685953 0.00050514293590499595
leaf_weight=0.0010346790460277694 0.0010187267607766433 0.0014446576714101074 0.001258331319751122 0.0011938278971561946 0.0017888482786831061 0.0010112485476166926 0.0014997477446131117 0.0018722319233519576
leaf_count=133 355 341 122 150 566 360 468 626
internal_value=0 3.42076e-05 8.69384e-05 -7.46746e-06 -8.04339e-05 -0.000418519 6.82459e-05 0.000214229
internal_weight=0 0.0111036 0.0100689 0.00862424 0.00743041 0.00226958 0.00516083 0.00337198
internal_count=3121 2766 2633 2292 2142 482 1660 1094
is_linear=0
shrinkage=0.00196078


Tree=4776
num_leaves=10
num_cat=0
split_feature=484 133 133 15 16 3 0 3 15
split_gain=0.000109897 8.70876e-05 0.000143306 0.000129048 0.000134943 8.75339e-05 5.52305e-05 0.000130028 5.29773e-05
threshold=-1.0000000180025095e-35 0.10622000000000002 0.083950000000000011 0.024640000000000006 -0.008904999999999998 -0.10023499999999998 -0.20211999999999997 -0.0025099999999999996 -0.018314999999999994
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 6 -6 -2 -8 -7
right_child=1 -3 -4 -5 5 8 7 -9 -10
leaf_value=-0.00063352033658384016 -0.00039264465039194992 -0.00050985966026154681 0.0006933014631914314 -0.0004459975587827886 0.00090917413143942348 -9.464310088448159e-05 -0.00030098575395938969 0.00060470965963756098 0.00052585371423384444
leaf_weight=0.001004391349369394 0.0015893404863599496 0.0010005168773682413 0.0013444644374655283 0.0019074542179771652 0.0010098579427384735 0.0010860132293711148 0.0014702629061959277 0.001040911207012898 0.0010314632190821832
leaf_count=515 100 370 415 742 139 230 348 141 121
internal_value=0 4.28476e-05 9.56153e-05 7.65237e-06 0.000127372 0.000434156 -0.000106603 7.44356e-05 0.000207613
internal_weight=0 0.0114803 0.0104798 0.0091353 0.00722785 0.00312733 0.00410051 0.00251117 0.00211748
internal_count=3121 2606 2236 1821 1079 490 589 489 351
is_linear=0
shrinkage=0.00196078


Tree=4777
num_leaves=8
num_cat=0
split_feature=3 39 457 52 133 1 4
split_gain=1.87943e-05 3.9712e-05 5.50154e-05 5.31364e-05 5.73244e-05 0.00010028 0.000114431
threshold=0.149315 0.0046100000000000004 0.080930000000000016 0.11434500000000002 1.0000000180025095e-35 0.088485000000000022 0.09173000000000002
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 4 5 -1 -7
right_child=-2 -3 -4 -5 -6 6 -8
leaf_value=0.018612120321849449 0.011929867436133289 0.01610228354617204 0.015734304032847965 -0.028388873823477226 -0.024805078179942847 -0.034207313405926774 0.006350739557080827
leaf_weight=0.0019139264597326797 0.0011628454282427347 0.0011170971383766002 0.0011998051488438938 0.0010321697663258581 0.0010593505802780146 0.0012156844015954894 0.0016262105776323251
leaf_count=790 168 335 178 418 749 357 126
internal_value=0 -0.00156575 -0.00401841 -0.00747952 -0.00376819 0.000917733 -0.0109989
internal_weight=0 0.00916424 0.00804715 0.00684734 0.00581517 0.00475582 0.00284189
internal_count=3121 2953 2618 2440 2022 1273 483
is_linear=0
shrinkage=0.1


Tree=4778
num_leaves=8
num_cat=0
split_feature=42 0 4 42 150 15 43
split_gain=1.91556e-05 2.65198e-05 5.84232e-05 6.54955e-05 3.78107e-05 4.54697e-05 2.73597e-05
threshold=-1.0000000180025095e-35 -0.11756999999999999 0.08184000000000001 0.088915000000000008 0.081835000000000019 -0.11345499999999999 -0.0017249999999999998
decision_type=2 2 2 2 2 2 2
left_child=-1 4 3 6 5 -2 -3
right_child=1 2 -4 -5 -6 -7 -8
leaf_value=-0.0095259431368841831 0.00062872998370548921 0.022163847120297474 0.02698463010709809 -0.019424236641737095 0.0096146978150192658 -0.028255880513654311 0.0018425548590314156
leaf_weight=0.0017651988632860901 0.0011782812631879322 0.0010079145311075407 0.0010893353236768313 0.0011404845561571344 0.0011567481296362826 0.0010139933066806951 0.0019334539663024512
leaf_count=862 140 588 267 685 131 152 296
internal_value=0 0.0019196 0.00640936 0.000918386 -0.00501301 -0.0127313 0.00880602
internal_weight=0 0.00852021 0.00517119 0.00408185 0.00334902 0.00219227 0.00294137
internal_count=3121 2259 1836 1569 423 292 884
is_linear=0
shrinkage=0.1


Tree=4779
num_leaves=10
num_cat=0
split_feature=14 15 0 16 16 0 49 3 52
split_gain=7.49547e-05 8.13215e-05 4.14657e-05 7.8792e-05 6.57104e-05 6.31188e-05 0.000132922 8.09662e-05 2.48885e-05
threshold=-0.074569999999999984 -0.10653 0.15398500000000004 0.31475000000000003 -0.010264999999999998 -0.10224499999999999 -0.043469999999999995 -0.078934999999999991 -0.014264999999999998
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 5 6 -3 -7 -6
right_child=1 2 -4 -5 8 7 -8 -9 -10
leaf_value=-0.00051340841736109938 0.00044833334562084171 5.1879943741049097e-05 0.00033889614351042586 -0.00057256130084110135 7.8936244787598209e-05 -0.00024467090992310339 -0.00088127502803704095 0.00044352585107122901 0.00049050823929363738
leaf_weight=0.0010011156530454228 0.0016503726771933203 0.0013501723850355488 0.0010748352968486313 0.0010496302104746431 0.0011583716002263739 0.0013659510984653659 0.0010381185026771241 0.0012668265268245297 0.0011025820520021001
leaf_count=149 388 135 55 290 447 914 131 381 231
internal_value=0 4.6876e-05 -2.35599e-05 -7.0319e-05 2.07413e-06 -0.000122914 -0.000353735 8.64721e-05 0.000279644
internal_weight=0 0.0110569 0.00940649 0.00833165 0.00728202 0.00502107 0.00238829 0.00263278 0.00226095
internal_count=3121 2972 2584 2529 2239 1561 266 1295 678
is_linear=0
shrinkage=0.00196078


Tree=4780
num_leaves=8
num_cat=0
split_feature=157 160 133 16 43 3 4
split_gain=1.94624e-05 4.75262e-05 7.84117e-05 4.63065e-05 8.1253e-05 0.000103795 0.000171606
threshold=-0.072409999999999988 -1.0000000180025095e-35 -1.0000000180025095e-35 0.38525000000000004 -0.09225499999999999 0.10893000000000001 -0.0029599999999999995
decision_type=2 2 2 2 2 2 2
left_child=-1 -2 -3 4 -4 6 -6
right_child=1 2 3 -5 5 -7 -8
leaf_value=0.012989889912072811 -0.018762061750623282 -0.022379493981769021 -0.019995428488997248 0.024911539413917091 0.050932919721234482 -0.014808254040921329 0.0012881187944624982
leaf_weight=0.0010315980377049146 0.001359295776925915 0.001172732681055496 0.0012896330573966283 0.0010520308285780341 0.0010720834617301213 0.0013259892735305971 0.0019863541186614492
leaf_count=423 677 711 278 188 405 149 290
internal_value=0 -0.00149058 0.00148164 0.00564196 0.00206918 0.00855925 0.0186903
internal_weight=0 0.00925812 0.00789882 0.00672609 0.00567406 0.00438443 0.00305844
internal_count=3121 2698 2021 1310 1122 844 695
is_linear=0
shrinkage=0.1


Tree=4781
num_leaves=7
num_cat=0
split_feature=484 48 51 3 15 12
split_gain=1.8488e-05 2.79516e-05 5.45641e-05 4.20887e-05 7.88061e-05 9.80096e-05
threshold=0.085515000000000022 0.092475000000000016 0.084305000000000019 -0.10519499999999998 0.088235000000000022 0.051320000000000005
decision_type=2 2 2 2 2 2
left_child=1 2 3 -1 5 -5
right_child=-2 -3 -4 4 -6 -7
leaf_value=0.014588050964008835 0.012726225092063446 0.0094503296532190261 -0.025355650327437626 0.0017807873592125022 0.015445046109700645 -0.031751217367017172
leaf_weight=0.0013986094504463585 0.0010227788033482241 0.0018754031246687505 0.0010479505032997723 0.0019870170002143886 0.0013529718540213984 0.001552885347314919
leaf_count=266 341 341 303 374 536 960
internal_value=0 -0.00144508 -0.00422912 -0.000710142 -0.00508307 -0.012929
internal_weight=0 0.00921484 0.00733943 0.00629148 0.00489287 0.0035399
internal_count=3121 2780 2439 2136 1870 1334
is_linear=0
shrinkage=0.1


Tree=4782
num_leaves=9
num_cat=0
split_feature=14 15 0 52 13 13 16 52
split_gain=4.27728e-05 9.57165e-05 4.95782e-05 8.62506e-05 8.71751e-05 6.90024e-05 6.04571e-05 3.07143e-05
threshold=-1.0000000180025095e-35 -0.10653 0.15398500000000004 0.10160000000000001 -0.095304999999999987 -0.033284999999999988 -0.094359999999999986 -0.080114999999999978
decision_type=2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 -3 -6 -7 -8
right_child=1 2 -4 -5 5 6 7 -9
leaf_value=-0.00037760960713147004 0.00047170190950962992 0.00042742707493363609 0.00035523665735649827 -0.00060733939531329353 -0.00057701520582156048 -0.0003687317760791453 -0.00011031376746889494 0.00028436709676862561
leaf_weight=0.001077146825727091 0.001617889280461411 0.0013621066770597963 0.0010475623409884642 0.0011038350690701091 0.0010565912012959746 0.001344177828898974 0.0012576190180471356 0.0019084409933366204
leaf_count=161 388 187 55 456 877 138 367 492
internal_value=0 3.23182e-05 -4.5969e-05 -9.82907e-05 -1.71951e-05 -0.000125986 -2.03262e-05 0.000127592
internal_weight=0 0.0106982 0.00908033 0.00803277 0.00692894 0.00556683 0.00451024 0.00316606
internal_count=3121 2960 2572 2517 2061 1874 997 859
is_linear=0
shrinkage=0.00196078


Tree=4783
num_leaves=11
num_cat=0
split_feature=484 47 47 474 43 16 48 2 16 1
split_gain=0.000189378 0.000180532 0.000159848 0.000109485 7.44465e-05 7.74932e-05 0.000286466 0.000181453 0.000111391 9.302e-05
threshold=-0.0068949999999999992 0.13148500000000005 0.09550500000000002 0.084410000000000013 -0.15323999999999996 -0.083134999999999987 0.085845000000000019 0.089775000000000008 0.22339500000000004 0.083135000000000014
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 6 9 -7 -9 -6
right_child=1 -3 -4 -5 5 7 -8 8 -10 -11
leaf_value=-0.00083024437182956069 0.00036342025489531621 -0.0007388006091440816 0.00070855918824434241 0.00064523753307802649 8.0990606320953157e-05 -0.0010097225870971721 -0.00076515667119036784 0.00029791751222721504 -0.00054510851484924721 0.00079693472738156493
leaf_weight=0.0010072333589457748 0.0014924541558281367 0.0010164802100532536 0.0015521702469751151 0.0010072307229619685 0.0015296343326509211 0.0010509022193405555 0.0011196698519995683 0.0015063938651417137 0.0010043779631681638 0.0012828726225508319
leaf_count=503 205 55 175 251 400 559 128 341 199 305
internal_value=0 5.33995e-05 0.000123145 3.22195e-05 -3.64907e-05 -0.000116136 7.36307e-05 -0.000325643 -3.93161e-05 0.000407555
internal_weight=0 0.0125622 0.0115457 0.00999354 0.00898631 0.00749385 0.00393218 0.00356167 0.00251077 0.00281251
internal_count=3121 2618 2563 2388 2137 1932 833 1099 540 705
is_linear=0
shrinkage=0.00196078


Tree=4784
num_leaves=10
num_cat=0
split_feature=133 3 50 3 47 52 0 13 1
split_gain=7.80493e-05 0.000100524 5.51558e-05 6.07256e-05 0.000113415 7.80983e-05 0.000155047 4.89835e-05 3.64631e-05
threshold=0.10622000000000002 0.149315 0.07826000000000001 -0.10519499999999998 0.10621500000000002 -0.066844999999999988 -0.14649999999999996 -0.015874999999999997 0.080000000000000016
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 8 5 -5 -7 -8 -1
right_child=-2 -3 -4 4 -6 6 7 -9 -10
leaf_value=3.7797334928661842e-05 -0.00052732735598448632 0.00060553955710696819 -0.00044935080191021125 -0.00027340549590347649 -0.00064276785347443699 0.00079829606750732459 -0.0003354663870244132 0.00021070197987000194 0.00053064686184424448
leaf_weight=0.0010792210706288717 0.0010181913665130637 0.001089590967715273 0.0010384914471755291 0.0019362606778237177 0.0010987954124653272 0.0011827937850933069 0.0012606928853914868 0.0012646308204075326 0.0012405802014081747
leaf_count=95 435 159 471 512 124 109 635 365 216
internal_value=0 3.97058e-05 -2.13276e-05 2.77179e-05 -6.6422e-05 4.57757e-05 0.000212442 -6.19564e-05 0.000301363
internal_weight=0 0.0111911 0.0101015 0.00906297 0.00674317 0.00564438 0.00370812 0.00252532 0.0023198
internal_count=3121 2686 2527 2056 1745 1621 1109 1000 311
is_linear=0
shrinkage=0.00196078


Tree=4785
num_leaves=8
num_cat=0
split_feature=13 3 39 52 4 2 12
split_gain=1.96452e-05 3.9703e-05 5.1713e-05 5.19852e-05 4.64417e-05 8.27161e-05 4.71676e-05
threshold=-0.23438999999999996 0.10893000000000001 0.0046100000000000004 0.090245000000000006 0.053180000000000012 0.088225000000000012 0.090995000000000006
decision_type=2 2 2 2 2 2 2
left_child=-1 2 3 4 5 -2 -6
right_child=1 -3 -4 -5 6 -7 -8
leaf_value=0.011453831104590898 -0.022300149852337359 -0.017756880458154309 0.021736434338779691 -0.019069367467571652 0.029527393926376485 0.010471227441678607 -0.00018702279339166946
leaf_weight=0.0012978767082841387 0.0014970664011250319 0.0013160286116105716 0.001043499474600933 0.0014343450118359533 0.0010041117703059998 0.0015862946294802162 0.0011415131850398066
leaf_count=169 1000 111 328 628 132 554 199
internal_value=0 -0.0017043 0.00103686 -0.00220477 0.0024213 -0.00544028 0.0137188
internal_weight=0 0.00902286 0.00770683 0.00666333 0.00522899 0.00308336 0.00214562
internal_count=3121 2952 2841 2513 1885 1554 331
is_linear=0
shrinkage=0.1


Tree=4786
num_leaves=9
num_cat=0
split_feature=160 43 43 16 0 15 0 42
split_gain=1.93899e-05 3.99632e-05 0.000104666 6.04068e-05 8.9671e-05 4.29735e-05 3.3193e-05 1.10504e-05
threshold=-0.087429999999999994 -0.04890499999999999 -0.09225499999999999 -0.056919999999999991 -0.10224499999999999 -0.095869999999999983 -0.046359999999999991 0.081660000000000024
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 7 4 5 -3 -5 -2
right_child=1 3 -4 6 -6 -7 -8 -9
leaf_value=0.012855109978112081 -0.013706938566886923 -0.024945277854351838 0.03036376918592475 -0.03075533620531349 0.020463541496407434 0.0027960086443543143 -0.006350404172153371 0.00098283803705857451
leaf_weight=0.0010467118494853359 0.001044028353258259 0.0011300458184494572 0.0012338690917566017 0.0011939375323203913 0.0014857823929215509 0.0011038734631039215 0.0010451622226701402 0.0010050830137216425
leaf_count=538 277 143 698 325 706 125 173 136
internal_value=0 -0.00150548 0.00735378 -0.00638646 0.00142525 -0.0112371 -0.0193637 -0.00650165
internal_weight=0 0.00924178 0.00328298 0.0059588 0.0037197 0.00223392 0.0022391 0.00204911
internal_count=3121 2583 1111 1472 974 268 498 413
is_linear=0
shrinkage=0.1


Tree=4787
num_leaves=11
num_cat=0
split_feature=133 133 14 49 15 160 42 12 15 15
split_gain=7.09785e-05 9.42853e-05 6.36104e-05 0.000114274 9.32962e-05 8.59073e-05 7.35084e-05 0.000101954 6.47424e-05 8.66521e-05
threshold=0.10622000000000002 0.089755000000000015 -1.0000000180025095e-35 0.0093850000000000027 -0.10653 0.086870000000000017 0.09112000000000002 0.091475000000000015 0.035560000000000008 -0.016799999999999995
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 -4 6 7 8 9 -6
right_child=-2 -3 3 -5 5 -7 -8 -9 -10 -11
leaf_value=-0.00045979337924900677 -0.00049542553445987856 0.00059860738933527823 0.00051304440553698717 0.00064484037640896231 -0.00012445738264855655 -0.00061949773838048392 0.00041297325101111241 -0.00066427556274683457 -0.0004014934205350489 0.00056531428127403534
leaf_weight=0.0011016916381490207 0.0010275102963616138 0.0010636389409195536 0.0010309854958203855 0.0010592001185312705 0.0016477219341361048 0.001109495772682205 0.0011812285622467599 0.0010799845041450486 0.0010449234283616666 0.0012176637375457175
leaf_count=145 435 224 180 410 222 197 256 278 522 252
internal_value=0 4.23826e-05 -1.41082e-05 3.82871e-05 -3.90061e-05 -0.000117176 -2.68702e-05 -0.000130983 1.6306e-05 0.000168665
internal_weight=0 0.0115365 0.0104729 0.0093712 0.008312 0.00728102 0.00617152 0.00499029 0.00391031 0.00286539
internal_count=3121 2686 2462 2317 1907 1727 1530 1274 996 474
is_linear=0
shrinkage=0.00196078


Tree=4788
num_leaves=8
num_cat=0
split_feature=3 12 2 52 43 43 16
split_gain=2.03079e-05 3.16102e-05 7.69189e-05 3.90952e-05 6.3736e-05 6.33603e-05 6.00283e-05
threshold=0.149315 0.092355000000000007 0.086885000000000004 -0.0064899999999999992 -0.061959999999999994 -0.0037449999999999996 -0.36241499999999999
decision_type=2 2 2 2 2 2 2
left_child=1 3 -3 4 -1 -5 -7
right_child=-2 2 -4 5 -6 6 -8
leaf_value=0.011962823135095627 0.012372541821287306 0.0057736488900634025 -0.032114191381367299 -0.0079335561736902285 -0.019320463233159658 -0.0015117011807560382 0.029613039923456094
leaf_weight=0.0010431898739061735 0.0011682417530292288 0.0011272773971794385 0.0010213007108698939 0.0015986496435903062 0.0017335034622790592 0.0010213667988718382 0.0015754428962241615
leaf_count=519 168 285 625 779 308 121 316
internal_value=0 -0.00163097 -0.0122359 0.0016371 -0.00756749 0.00772899 0.0173712
internal_weight=0 0.00912073 0.00214858 0.00697215 0.00277669 0.00419546 0.00259681
internal_count=3121 2953 910 2043 827 1216 437
is_linear=0
shrinkage=0.1


Tree=4789
num_leaves=10
num_cat=0
split_feature=15 15 15 131 16 160 43 1 3
split_gain=6.41374e-05 0.000107628 7.49142e-05 5.32229e-05 6.52636e-05 9.82625e-05 7.60479e-05 4.45238e-05 3.19504e-05
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decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 7 -6 -7 8 -4
right_child=1 2 3 -5 5 6 -8 -9 -10
leaf_value=0.00044016323865145307 -0.00064917063095028737 0.00051234060367833607 -0.00022143900234988185 -0.00046138406939805004 0.00070881694719550001 0.00035757384843528158 -0.00027694819264983077 -0.00040145834844548497 0.00023178476073944788
leaf_weight=0.0011246669543906991 0.0010484311994943289 0.0010285819456829883 0.0011719013222362456 0.0010488497474496301 0.0010300478157444087 0.0013072841488121372 0.0016337339864926832 0.0017532867753309992 0.0012211676999677428
leaf_count=253 231 85 716 403 211 196 445 332 249
internal_value=0 -5.09434e-05 1.05779e-05 -4.57268e-05 7.98013e-06 0.000187634 5.0972e-06 -0.000164079 9.83816e-06
internal_weight=0 0.0112433 0.0101949 0.00916627 0.00811742 0.00397107 0.00294102 0.00414636 0.00239307
internal_count=3121 2868 2637 2552 2149 852 641 1297 965
is_linear=0
shrinkage=0.00196078


Tree=4790
num_leaves=10
num_cat=0
split_feature=133 13 52 43 42 15 15 52 47
split_gain=7.69345e-05 0.000114514 5.64856e-05 8.21483e-05 0.00013357 0.000156439 8.42429e-05 0.000105985 5.40791e-05
threshold=0.10622000000000002 -0.23438999999999996 0.15915500000000002 0.08845500000000002 0.091295000000000015 0.035560000000000008 -0.016799999999999995 -0.07167999999999998 0.090920000000000015
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 6 7 -3 -9
right_child=-2 2 -4 -5 -6 -7 -8 8 -10
leaf_value=0.00060133424153100757 -0.00052459493868885058 -0.00048364314353388651 -0.00046221675171755576 -0.00049321694854018779 0.00062686261359793879 -0.00070818464036201748 0.00050258664987051847 0.00049363397798888036 -7.8044004487327163e-05
leaf_weight=0.0012448111017293343 0.0010096282240908442 0.0013764515377149679 0.001038227580805213 0.0010556349074025374 0.0014510389849421738 0.0010916562176860141 0.0014890539284967592 0.0012032044973211619 0.0013499907911388026
leaf_count=157 435 335 315 223 320 572 347 305 112
internal_value=0 4.03328e-05 -2.91175e-05 2.07499e-05 8.88989e-05 -3.10034e-05 0.000105422 -4.50746e-05 0.000191362
internal_weight=0 0.0113001 0.0100553 0.00901703 0.0079614 0.00651036 0.0054187 0.00392965 0.0025532
internal_count=3121 2686 2529 2214 1991 1671 1099 752 417
is_linear=0
shrinkage=0.00196078


Tree=4791
num_leaves=10
num_cat=0
split_feature=484 133 133 15 3 3 151 47 1
split_gain=0.000144068 0.000103146 0.00010632 0.000124526 0.000105718 0.000102808 5.11048e-05 7.60778e-05 7.88846e-05
threshold=-1.0000000180025095e-35 0.10622000000000002 0.083950000000000011 0.024640000000000006 -0.10519499999999998 -1.0000000180025095e-35 -0.0077149999999999988 0.09550500000000002 0.095285000000000022
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 -6 -7 8 -8
right_child=1 -3 -4 -5 5 6 7 -9 -10
leaf_value=-0.00071859969510949004 0.00057040442275934581 -0.00054334095132626767 0.00062228816524893989 -0.00039926080447138715 -0.00043846811184312679 -0.00020252894583171731 -0.00030942582970198187 0.00070777155445934752 0.00046311192220717986
leaf_weight=0.0010056836944095692 0.0017783923462930682 0.0010132030237225862 0.0013654541157788478 0.0019855894434701576 0.0014001773894273383 0.0010372453665678655 0.0010277112980307942 0.0011267069429261589 0.0010052339243936063
leaf_count=515 224 370 415 742 498 100 72 52 133
internal_value=0 5.46698e-05 0.000111157 3.66001e-05 0.000153941 2.16151e-05 0.000175109 0.000299079 7.25722e-05
internal_weight=0 0.0117397 0.0107265 0.00936106 0.00737547 0.00559707 0.0041969 0.00315965 0.00203295
internal_count=3121 2606 2236 1821 1079 855 357 257 205
is_linear=0
shrinkage=0.00196078


Tree=4792
num_leaves=10
num_cat=0
split_feature=133 133 160 42 15 52 15 4 2
split_gain=7.19274e-05 9.3283e-05 6.15136e-05 6.83726e-05 7.4231e-05 6.00493e-05 0.000128604 6.62321e-05 6.52012e-05
threshold=0.10622000000000002 0.089755000000000015 0.086325000000000013 0.097315000000000026 0.035560000000000008 -0.087769999999999987 -0.11713499999999999 -1.0000000180025095e-35 0.092875000000000013
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 -1 -7 8 -8
right_child=-2 -3 -4 -5 -6 6 7 -9 -10
leaf_value=-0.00031569748862124073 -0.0005063947767939644 0.00060856627676480525 -0.00040650402768946451 0.00052515279587429364 -0.00040029433217528385 -0.0003033734206975778 0.00095817865895662425 4.7943780742360138e-05 0.00026369167295905272
leaf_weight=0.0012003566679298795 0.0010088770934198995 0.0010100030663496217 0.0013469031571249389 0.0010036582282037972 0.0015644452505833564 0.0015150015877815693 0.0010148932602538476 0.0013753632372757695 0.0010652916554346849
leaf_count=352 435 224 282 191 715 278 258 269 117
internal_value=0 4.04387e-05 -1.64536e-05 4.36631e-05 -1.881e-05 7.79038e-05 0.000172956 0.000381791 0.000602522
internal_weight=0 0.0110959 0.0100859 0.00873901 0.00773535 0.00617091 0.00497055 0.00345555 0.00208018
internal_count=3121 2686 2462 2180 1989 1274 922 644 375
is_linear=0
shrinkage=0.00196078


Tree=4793
num_leaves=7
num_cat=0
split_feature=4 151 43 12 13 0
split_gain=2.20524e-05 3.88111e-05 4.40474e-05 6.74104e-05 5.52377e-05 5.93354e-05
threshold=0.27044500000000005 -0.024429999999999997 -0.074359999999999996 0.090455000000000021 -0.095304999999999987 -0.10011499999999998
decision_type=2 2 2 2 2 2
left_child=1 -1 3 -3 -4 -6
right_child=-2 2 4 -5 5 -7
leaf_value=0.012930162814459148 0.010875237220111191 -0.011952540248416247 0.0038608284881575597 0.020177495105007024 -0.0054008560409102898 -0.033276658163081403
leaf_weight=0.0014549770835313187 0.0015675399011182917 0.0012063784276727621 0.0016820785777050635 0.0014234945361712053 0.0016008885335622074 0.0014599532404908659
leaf_count=451 365 467 184 345 162 1147
internal_value=0 -0.00199574 -0.00494128 0.00543877 -0.0106969 -0.018697
internal_weight=0 0.00882777 0.00737279 0.00262987 0.00474292 0.00306084
internal_count=3121 2756 2305 812 1493 1309
is_linear=0
shrinkage=0.1


Tree=4794
num_leaves=8
num_cat=0
split_feature=4 16 2 48 2 52 12
split_gain=1.78965e-05 3.42705e-05 4.19075e-05 4.5001e-05 5.02924e-05 4.11809e-05 3.62124e-05
threshold=0.27044500000000005 -0.36241499999999999 0.10981000000000002 0.083985000000000018 0.090050000000000005 -0.0064899999999999992 0.089735000000000023
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 4 5 -3 -7
right_child=-2 2 -4 -5 -6 6 -8
leaf_value=-0.018273704995232509 0.0097993463516210678 -0.017070208708164971 0.015473840963355726 0.012706946160246431 -0.023623218719599541 -0.0046162820431960112 0.020707308256223547
leaf_weight=0.0011047991810444208 0.0015657784486986679 0.0010933552913313998 0.0015136835274674951 0.0013961359783006911 0.0014021066687866981 0.0012845535738457005 0.0010076404555425804
leaf_count=128 365 438 370 382 516 587 335
internal_value=0 -0.00180363 0.000560276 -0.0030903 -0.00769696 -0.00110119 0.00651588
internal_weight=0 0.00880227 0.00769748 0.00618379 0.00478766 0.00338555 0.00229219
internal_count=3121 2756 2628 2258 1876 1360 922
is_linear=0
shrinkage=0.1


Tree=4795
num_leaves=8
num_cat=0
split_feature=50 16 160 0 52 48 15
split_gain=1.91229e-05 3.91423e-05 6.05788e-05 5.68215e-05 4.76272e-05 3.84988e-05 3.80947e-05
threshold=0.088425000000000017 -0.014034999999999997 -0.054789999999999998 -0.053834999999999994 0.084960000000000022 0.085845000000000019 -0.022504999999999997
decision_type=2 2 2 2 2 2 2
left_child=1 4 -3 -4 5 6 -1
right_child=-2 2 3 -5 -6 -7 -8
leaf_value=0.019196459426080784 -0.013059290571061295 0.027159680336672543 0.018925303990245022 -0.0099312924550145204 -0.023955712703589174 -0.012966144870278685 -0.0044719445813936063
leaf_weight=0.0013502437372986899 0.0010181927299877302 0.0012353199436953583 0.0010834991422064967 0.001843194964731987 0.0010069499692890943 0.0014353002705632836 0.001370011670284248
leaf_count=347 560 372 475 260 663 180 264
internal_value=0 0.001374 0.00858986 0.000751784 -0.00444343 0.000284672 0.00727626
internal_weight=0 0.00932452 0.00416201 0.00292669 0.00516251 0.00415556 0.00272026
internal_count=3121 2561 1107 735 1454 791 611
is_linear=0
shrinkage=0.1


Tree=4796
num_leaves=10
num_cat=0
split_feature=484 16 16 1 1 4 13 0 4
split_gain=0.000101318 7.01633e-05 9.73911e-05 0.000100925 8.93634e-05 7.08661e-05 9.87291e-05 6.5493e-05 5.03483e-05
threshold=-1.0000000180025095e-35 -0.014034999999999997 -0.073404999999999984 0.10937500000000001 0.090840000000000018 -0.49405499999999997 -0.074044999999999986 -0.053834999999999994 -0.0016099999999999997
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 8 -3 -7 -8 -2
right_child=1 5 -4 -5 -6 6 7 -9 -10
leaf_value=-0.00059973918421486608 0.00026336080190771728 -0.0002226101953875927 -0.00064340837140973927 0.00041582538768400093 -0.00061508929221737831 0.00085557189944950626 0.00044202674804416463 -0.00017356128714925397 -0.00026693549413017281
leaf_weight=0.0010176416261706281 0.0015879510708100475 0.0010524891968185669 0.0010151138170518964 0.001699464655438963 0.0011526293440771995 0.0010730550701846635 0.0014065416158876294 0.0012594454823724181 0.001215048145208649
leaf_count=515 663 131 326 288 176 339 295 174 214
internal_value=0 4.58361e-05 -8.41889e-05 1.61934e-05 -0.000155501 0.000226842 0.000353356 0.000151215 3.34872e-05
internal_weight=0 0.0114617 0.00667021 0.00565509 0.00395563 0.00479153 0.00373904 0.00266599 0.002803
internal_count=3121 2606 1667 1341 1053 939 808 469 877
is_linear=0
shrinkage=0.00196078


Tree=4797
num_leaves=7
num_cat=0
split_feature=0 1 13 49 2 3
split_gain=2.14331e-05 3.70646e-05 4.5018e-05 4.71747e-05 5.58112e-05 9.87722e-05
threshold=1.0000000180025095e-35 0.077565000000000009 -0.094514999999999988 -0.054984999999999992 1.0000000180025095e-35 0.10732000000000001
decision_type=2 2 2 2 2 2
left_child=1 -1 -3 -4 -5 -6
right_child=-2 2 3 4 5 -7
leaf_value=-0.014586990923839215 0.0092798841455690676 0.018715185711998063 -0.020083443874140797 -0.010494578442847888 0.033860633987197193 -0.0081936016883457485
leaf_weight=0.0018899006237857703 0.0019902572885508356 0.0012109332265966919 0.0012006901840331333 0.0018248514313608222 0.0011300852773629441 0.0011041743544243365
leaf_count=1552 325 231 170 529 227 87
internal_value=0 -0.0022668 0.00133154 -0.0026706 0.00248015 0.0130774
internal_weight=0 0.00836064 0.00647073 0.0052598 0.00405911 0.00223426
internal_count=3121 2796 1244 1013 843 314
is_linear=0
shrinkage=0.1


Tree=4798
num_leaves=9
num_cat=0
split_feature=1 457 403 0 12 4 0 0
split_gain=1.98246e-05 3.69161e-05 3.90127e-05 7.10556e-05 5.60947e-05 9.29461e-05 3.75525e-05 6.34496e-05
threshold=0.13146500000000003 0.045365000000000009 0.03138500000000001 0.12500000000000003 0.088365000000000013 0.181285 -0.10224499999999999 -0.17169499999999996
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 4 6 -6 7 -1
right_child=-2 -3 -4 -5 5 -7 -8 -9
leaf_value=0.0040625532597442938 0.01280972825833844 0.013831206794540205 0.012470786178340229 0.016732616332204027 -0.044229189425477045 -0.0028683839395996572 0.0097670359615170798 -0.030179550115219167
leaf_weight=0.001175348713745983 0.0010754796465160749 0.0013373104666902598 0.0012003100813548053 0.0010540817079969685 0.0011188849121937551 0.001056189776230565 0.0013014201751601366 0.0010028622055336571
leaf_count=110 234 274 321 67 988 87 868 172
internal_value=0 -0.00153508 -0.00413329 -0.00710402 -0.0115474 -0.0241449 -0.0036728 -0.0117027
internal_weight=0 0.00924641 0.0079091 0.00670879 0.00565471 0.00217507 0.00347963 0.00217821
internal_count=3121 2887 2613 2292 2225 1075 1150 282
is_linear=0
shrinkage=0.1


Tree=4799
num_leaves=9
num_cat=0
split_feature=11 13 15 49 15 4 3 0
split_gain=1.91749e-05 3.39242e-05 4.51522e-05 6.78032e-05 7.80234e-05 0.000155482 9.68133e-05 1.19333e-05
threshold=0.078340000000000007 -0.094514999999999988 0.088655000000000025 -0.054984999999999992 -0.016799999999999995 -0.085719999999999977 0.10542000000000001 -0.084384999999999988
decision_type=2 2 2 2 2 2 2 2
left_child=1 7 3 -3 6 -6 -5 -1
right_child=-2 2 -4 4 5 -7 -8 -9
leaf_value=0.0052297035215892037 -0.013171013238284854 -0.021399592990690108 -0.020229303992840526 0.009410142542404883 -0.0061426040479651851 0.049600862950577695 -0.027860289045793463 0.020574761363050861
leaf_weight=0.0010253730522121383 0.0010037801171526558 0.0010627548345850703 0.0011253677171370827 0.0019883950143599668 0.0010004596841889882 0.0010010242683920259 0.0010730878331862703 0.0010020400141293293
leaf_count=242 208 228 618 957 266 428 82 92
internal_value=0 0.00137867 -0.00181864 0.00156361 0.00638376 0.021737 -0.00365361 0.0128139
internal_weight=0 0.0092785 0.00725109 0.00612572 0.00506297 0.00200148 0.00306148 0.00202741
internal_count=3121 2913 2579 1961 1733 694 1039 334
is_linear=0
shrinkage=0.1


Tree=4800
num_leaves=7
num_cat=0
split_feature=4 151 12 16 16 2
split_gain=1.88352e-05 2.62055e-05 4.38524e-05 4.37295e-05 5.0563e-05 4.02666e-05
threshold=0.27287000000000006 -0.024429999999999997 0.088305000000000008 -0.08595499999999999 0.023255000000000001 0.088555000000000009
decision_type=2 2 2 2 2 2
left_child=1 -1 3 -3 -5 -4
right_child=-2 2 5 4 -6 -7
leaf_value=0.01054608433759294 0.010259598462472758 -0.026339615862338395 0.015689168783216703 0.0095957905529982998 -0.017713606420314981 -0.0064920685108561839
leaf_weight=0.0014318786287829859 0.0015146385867677243 0.0013000619921592722 0.0015986094498403507 0.0013585809613264434 0.001353295728016655 0.0016769236612442081
leaf_count=451 352 376 516 503 214 709
internal_value=0 -0.00182162 -0.00425169 -0.0112609 -0.0040323 0.00433339
internal_weight=0 0.00871935 0.00728747 0.00401194 0.00271188 0.00327553
internal_count=3121 2769 2318 1093 717 1225
is_linear=0
shrinkage=0.1


Tree=4801
num_leaves=9
num_cat=0
split_feature=131 160 49 47 42 52 52 12
split_gain=1.91856e-05 3.19084e-05 4.37216e-05 4.62761e-05 7.96199e-05 6.37201e-05 6.59857e-05 9.31672e-05
threshold=0.084390000000000007 -0.085579999999999976 0.0093850000000000027 0.077555000000000013 0.091295000000000015 -0.081429999999999989 -1.0000000180025095e-35 0.089795000000000014
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 -3 -7 -8
right_child=-2 2 -4 -5 -6 6 7 -9
leaf_value=0.018137910644730405 -0.012970079660576958 0.014543561168354695 0.018410993430851969 -0.020050699210985349 0.024623546562309414 -0.032735053154066919 0.015065104294992793 -0.02472036304408981
leaf_weight=0.0010154870538486892 0.0010303884172118737 0.0012038133014357338 0.0010480698968130878 0.0013607643062882729 0.0011020922499355018 0.0010749549110706967 0.0013050674668298482 0.001072125072804516
leaf_count=465 492 354 458 143 371 178 440 220
internal_value=0 0.00142062 -0.000658043 -0.00346549 0.000453991 -0.00526708 -0.0121753 -0.00287833
internal_weight=0 0.00918237 0.00816689 0.00711882 0.00575805 0.00465596 0.00345215 0.00237719
internal_count=3121 2629 2164 1706 1563 1192 838 660
is_linear=0
shrinkage=0.1


Tree=4802
num_leaves=9
num_cat=0
split_feature=484 4 16 4 2 133 2 16
split_gain=0.000124974 0.000101427 5.06307e-05 0.000115003 0.000137436 9.68263e-05 0.00011102 9.16641e-05
threshold=-1.0000000180025095e-35 0.27044500000000005 -0.014034999999999997 -0.49405499999999997 0.085730000000000015 0.083950000000000011 0.092755000000000018 -0.091114999999999988
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 5 -4 -5 6 7 -2
right_child=1 -3 3 4 -6 -7 -8 -9
leaf_value=-0.00067113686219992053 0.0001894721745699875 0.00049978487782614898 -0.00042754576913737248 -0.00016978263115431102 0.00064075177321214476 0.00035502248417019024 -0.00073575795268471028 -0.00054412459373621579
leaf_weight=0.0010041183176177334 0.001882515092038229 0.0016519880775202099 0.0010718383298166673 0.0013564241298877257 0.0019759475816678168 0.0011456701068049161 0.0014176392508155823 0.0010041618978459976
leaf_count=515 250 346 131 238 512 401 256 472
internal_value=0 5.01615e-05 -2.52147e-05 0.000131132 0.000310828 -0.000151561 -0.000286397 -6.57174e-05
internal_weight=0 0.0115062 0.0098542 0.00440421 0.00333237 0.00544999 0.00430432 0.00288668
internal_count=3121 2606 2260 881 750 1379 978 722
is_linear=0
shrinkage=0.00196078


Tree=4803
num_leaves=8
num_cat=0
split_feature=1 457 4 0 15 2 3
split_gain=1.85608e-05 3.63876e-05 3.31656e-05 6.44362e-05 4.96462e-05 3.89259e-05 2.08353e-05
threshold=0.13146500000000003 0.080930000000000016 -0.082109999999999975 -0.10011499999999998 -0.08730499999999998 0.10444500000000002 -0.091354999999999978
decision_type=2 2 2 2 2 2 2
left_child=1 2 6 4 5 -4 -1
right_child=-2 -3 3 -5 -6 -7 -8
leaf_value=-0.0042023674623343343 0.01248199160161071 0.013935104327161524 -0.021951794199001409 -0.023716021606691545 0.016703046979075004 0.0043756633535917073 0.013635911728030168
leaf_weight=0.0012552552832032246 0.0010614372081343458 0.0013106078569232434 0.001145298875046049 0.0018430136377025779 0.0011234785458913016 0.0011019044305836186 0.0013687709641399134
leaf_count=329 234 243 145 1523 143 114 390
internal_value=0 -0.00148775 -0.00406672 -0.0086816 -0.00046112 -0.00904226 0.00510262
internal_weight=0 0.00914833 0.00783772 0.0052137 0.00337068 0.0022472 0.00262403
internal_count=3121 2887 2644 1925 402 259 719
is_linear=0
shrinkage=0.1


Tree=4804
num_leaves=7
num_cat=0
split_feature=0 1 2 151 2 1
split_gain=1.72447e-05 4.07078e-05 4.29564e-05 8.01288e-05 3.25509e-05 2.73011e-05
threshold=-0.060129999999999996 0.085110000000000005 0.089775000000000008 -0.0083949999999999979 0.10097500000000002 0.09253500000000002
decision_type=2 2 2 2 2 2
left_child=1 -1 5 -4 -2 -3
right_child=4 2 3 -5 -6 -7
leaf_value=-0.015666017814868313 0.014459221421365518 0.0029849729514484632 -0.012306678199236797 0.022084377491021115 -0.0057003467546060844 -0.019624636194654082
leaf_weight=0.0018278940190189514 0.0018941350208928605 0.0010060944734193666 0.0010631736499643642 0.001867503190690005 0.0013877615086166455 0.0011383167568645293
leaf_count=1544 262 289 153 247 311 315
internal_value=0 -0.00287024 0.00173842 0.00960819 0.00593468 -0.00901687
internal_weight=0 0.00690298 0.00507509 0.00293068 0.0032819 0.00214441
internal_count=3121 2548 1004 400 573 604
is_linear=0
shrinkage=0.1


Tree=4805
num_leaves=9
num_cat=0
split_feature=48 0 0 2 12 1 16 15
split_gain=4.81108e-05 8.78351e-05 4.27875e-05 8.21646e-05 4.6572e-05 9.16824e-05 4.70957e-05 7.25506e-05
threshold=0.11951500000000001 -0.17169499999999996 0.15398500000000004 0.10803500000000001 0.088245000000000004 0.092390000000000014 0.013515000000000001 0.088235000000000022
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 -3 7 -6
right_child=-2 2 -4 -5 6 -7 -8 -9
leaf_value=0.0004233337356243915 -0.00041147153397987139 -0.00051281725059763069 0.00032201378770309877 -0.00052820779419774668 -0.00036913284760958559 0.0001830804611812941 0.00049380621836475104 0.00032189217022933172
leaf_weight=0.0018478001034000586 0.0010179841171833884 0.0015428519825025741 0.0010624515036912205 0.0013962569099801704 0.0011017080183722166 0.0013779450594341032 0.0010691759886180831 0.0012433910167069125
leaf_count=165 114 972 59 486 451 235 252 387
internal_value=0 3.47173e-05 -4.6941e-05 -9.76434e-05 -2.74651e-06 -0.000184513 0.000152749 -2.74563e-06
internal_weight=0 0.0106416 0.00879378 0.00773133 0.00633507 0.0029208 0.00341428 0.0023451
internal_count=3121 3007 2842 2783 2297 1207 1090 838
is_linear=0
shrinkage=0.00196078


Tree=4806
num_leaves=7
num_cat=0
split_feature=51 43 43 160 12 16
split_gain=1.90478e-05 3.31358e-05 4.48638e-05 4.65846e-05 7.52727e-05 6.57952e-05
threshold=-0.076794999999999988 -0.15323999999999996 -0.0037449999999999996 1.0000000180025095e-35 0.090020000000000017 -0.45661999999999997
decision_type=2 2 2 2 2 2
left_child=-1 -2 -3 4 5 -4
right_child=1 2 3 -5 -6 -7
leaf_value=-0.0098396528308604472 0.016238991204894731 -0.014654044351935402 -0.0014685288616417018 -0.012528978496328478 -0.010596624391056061 0.030444701031784496
leaf_weight=0.0016583855659342691 0.0013512344264979253 0.0017692684915884584 0.0010363318070432614 0.0013341095615024071 0.0013235104235084635 0.0017153405662042559
leaf_count=537 223 1370 122 137 346 386
internal_value=0 0.0018731 -0.000831025 0.0036902 0.00899994 0.0184256
internal_weight=0 0.0085298 0.00717856 0.00540929 0.00407518 0.00275167
internal_count=3121 2584 2361 991 854 508
is_linear=0
shrinkage=0.1


Tree=4807
num_leaves=9
num_cat=0
split_feature=47 4 1 4 3 4 52 4
split_gain=4.2419e-05 9.74405e-05 0.000167613 8.64228e-05 6.04438e-05 0.000114946 5.78415e-05 5.11657e-05
threshold=0.12431000000000002 0.24564500000000003 0.111945 0.055260000000000011 0.090900000000000009 -0.062539999999999984 -0.0027449999999999996 -0.082109999999999975
decision_type=2 2 2 2 2 2 2 2
left_child=1 3 -3 4 6 -6 -1 -8
right_child=-2 2 -4 -5 5 -7 7 -9
leaf_value=-0.00037799914547083385 -0.00037764843533729092 -0.00010581324935650513 0.00097869326456519125 -0.000515231939019418 -0.00018648688189807654 0.00072330214521423625 0.00031335110916243258 -0.0001866844493552589
leaf_weight=0.0017780767799201978 0.0010629395735781118 0.0011735269743258789 0.0010277370375865423 0.0013608955771987714 0.0010004670035240748 0.0011449121074075252 0.0015803492626001333 0.0015667071617979421
leaf_count=914 91 144 258 246 89 96 433 850
internal_value=0 3.31661e-05 0.000400527 -6.2744e-05 2.43485e-05 0.000299035 -9.53045e-05 6.44171e-05
internal_weight=0 0.0106327 0.00220126 0.00843141 0.00707051 0.00214538 0.00492513 0.00314706
internal_count=3121 3030 402 2628 2382 185 2197 1283
is_linear=0
shrinkage=0.00196078


Tree=4808
num_leaves=9
num_cat=0
split_feature=50 4 2 3 52 13 16 1
split_gain=2.0081e-05 3.03935e-05 3.94852e-05 6.44205e-05 5.77783e-05 6.43718e-05 3.08111e-05 3.29805e-05
threshold=0.088425000000000017 0.27834500000000006 0.11389000000000002 0.10542000000000001 -0.088204999999999992 -0.014169999999999999 -0.094359999999999986 0.088975000000000012
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 -6 -7 -8
right_child=-2 -3 -4 -5 5 6 7 -9
leaf_value=-0.023437332038309389 -0.013410416899746397 0.015991914758356863 -0.01882998921300006 0.022711367120522723 -0.015799254996509183 -0.0027736397316223908 0.0048942435390387472 0.030407808959408929
leaf_weight=0.0010751343281246847 0.0010105679343795299 0.001241454261652712 0.0010568794538637506 0.0012259126325435687 0.0013723795589411563 0.0011786568679123255 0.0010206475981925027 0.0010060864084426868
leaf_count=458 560 315 240 68 878 105 378 119
internal_value=0 0.0014419 -0.000834296 0.00193061 -0.00257599 0.0023235 0.0100827 0.0175594
internal_weight=0 0.00917715 0.0079357 0.00687882 0.0056529 0.00457777 0.00320539 0.00202673
internal_count=3121 2561 2246 2006 1938 1480 602 497
is_linear=0
shrinkage=0.1


Tree=4809
num_leaves=9
num_cat=0
split_feature=484 133 133 15 3 3 151 16
split_gain=0.000111781 7.26353e-05 0.000142569 0.000150899 0.000136458 0.00011767 9.19079e-05 6.91703e-05
threshold=-1.0000000180025095e-35 0.10622000000000002 0.083950000000000011 0.024640000000000006 -0.10519499999999998 -1.0000000180025095e-35 -0.0096649999999999982 -0.056919999999999991
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 -6 -7 -8
right_child=1 -3 -4 -5 5 6 7 -9
leaf_value=-0.00062040222060884688 0.00060544539799738757 -0.00045519068857399064 0.00067770427875014992 -0.00047110042160614487 -0.00049610857317941624 -0.00036525971803623225 0.00057532861912057366 3.294116834610744e-06
leaf_weight=0.0010416929286501666 0.0018109254472043158 0.0010047101863228788 0.0014096136641898 0.0019871104452134783 0.0014440038540400029 0.0010118172340616294 0.0017586616546338288 0.0015109416013982932
leaf_count=515 224 370 415 742 498 97 139 121
internal_value=0 4.93459e-05 9.5711e-05 9.5674e-06 0.000136305 -1.20818e-05 0.000151167 0.000310981
internal_weight=0 0.0119378 0.0109331 0.00952346 0.00753635 0.00572542 0.00428142 0.0032696
internal_count=3121 2606 2236 1821 1079 855 357 260
is_linear=0
shrinkage=0.00196078


Tree=4810
num_leaves=7
num_cat=0
split_feature=50 484 15 3 16 1
split_gain=1.65254e-05 2.74351e-05 3.30694e-05 5.84916e-05 0.000107152 6.46633e-05
threshold=0.088425000000000017 0.084040000000000017 0.091295000000000015 -0.10519499999999998 -0.094359999999999986 0.090405000000000013
decision_type=2 2 2 2 2 2
left_child=1 2 3 -1 -5 -6
right_child=-2 -3 -4 4 5 -7
leaf_value=0.014023763175820977 -0.012149369095705152 0.016834034889703881 0.015605858292766606 -0.027375164001018422 -0.01253966981254255 0.014164672680722863
leaf_weight=0.0015552094565672104 0.0010133431723049246 0.0010125151338467317 0.0010892032943972466 0.001873477728109807 0.0016615305722038642 0.0019961329549516072
leaf_count=270 560 323 391 418 838 321
internal_value=0 0.00130662 -0.000616398 -0.00310983 -0.00792734 0.00203396
internal_weight=0 0.00918807 0.00817555 0.00708635 0.00553114 0.00365766
internal_count=3121 2561 2238 1847 1577 1159
is_linear=0
shrinkage=0.1


Tree=4811
num_leaves=7
num_cat=0
split_feature=51 49 42 51 15 0
split_gain=1.95833e-05 3.46237e-05 5.3016e-05 2.84315e-05 3.35322e-05 7.43309e-05
threshold=-0.076794999999999988 -0.081404999999999991 0.091545000000000015 0.087505000000000013 -0.10653 -0.077999999999999986
decision_type=2 2 2 2 2 2
left_child=-1 -2 3 4 -3 -6
right_child=1 2 -4 -5 5 -7
leaf_value=-0.0099485258579527069 0.017281956731254561 0.020132620021896877 -0.020880532944379224 -0.010396276986389901 -0.012735631306632748 0.016107788121207871
leaf_weight=0.0016643499284056265 0.0012503162334826842 0.0012986379624467903 0.0011070961753683875 0.0012762649801715984 0.0018268139925226971 0.0017487373228469883
leaf_count=537 199 308 547 294 965 271
internal_value=0 0.00191239 -0.000735443 0.00289072 0.00636981 0.00137116
internal_weight=0 0.00850787 0.00725755 0.00615045 0.00487419 0.00357555
internal_count=3121 2584 2385 1838 1544 1236
is_linear=0
shrinkage=0.1


Tree=4812
num_leaves=8
num_cat=0
split_feature=51 48 1 151 2 13 4
split_gain=4.1258e-05 4.46034e-05 9.1181e-05 8.06609e-05 8.51258e-05 5.85109e-05 2.61877e-05
threshold=-0.076794999999999988 0.11951500000000001 0.10752500000000002 -0.024429999999999997 0.086590000000000014 -0.017449999999999997 -0.082249999999999976
decision_type=2 2 2 2 2 2 2
left_child=-1 2 3 -2 -5 -6 -7
right_child=1 -3 -4 4 5 6 -8
leaf_value=-0.0002676053746955648 0.00045921951184580014 -0.00034152418608247918 0.00047797492528597418 -0.00045446123347473127 -0.00018866574274522174 6.5753894686035427e-05 0.00050356687041621577
leaf_weight=0.001945167081075133 0.0011677087116236671 0.0010311732151462904 0.0018410309745022849 0.0018424392446745805 0.0019786429959354223 0.0010676271994747685 0.0010339755145091466
leaf_count=537 300 103 405 823 543 152 258
internal_value=0 4.45956e-05 8.91748e-05 -1.17777e-05 -0.000104639 5.33238e-05 0.000281155
internal_weight=0 0.0099626 0.00893142 0.00709039 0.00592268 0.00408025 0.0021016
internal_count=3121 2584 2481 2076 1776 953 410
is_linear=0
shrinkage=0.00196078


Tree=4813
num_leaves=8
num_cat=0
split_feature=11 13 12 0 12 4 4
split_gain=1.91313e-05 2.98843e-05 4.6381e-05 6.84209e-05 5.05698e-05 6.73233e-05 6.02857e-05
threshold=0.076920000000000002 -0.094514999999999988 -0.010834999999999999 -0.053834999999999994 0.089735000000000023 0.0061450000000000003 0.053925000000000008
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 -4 -7
right_child=-2 2 3 -5 -6 6 -8
leaf_value=0.012410988420330357 -0.012668763611744904 0.017946738054847707 -0.02462237283980135 -0.025436929453548425 0.01619781050285812 0.022297671878665739 -0.011340261039220966
leaf_weight=0.0019557463220921893 0.0010716006367154978 0.0010434033855080465 0.001243589956937732 0.0012785435822632533 0.0014504084309205799 0.0010151594535376899 0.0011212705041161366
leaf_count=322 226 320 941 273 850 56 133
internal_value=0 0.00145691 -0.00153838 -0.0048664 0.000578313 -0.00612421 0.00464335
internal_weight=0 0.00910812 0.00715238 0.00610897 0.00483043 0.00338002 0.00213643
internal_count=3121 2895 2573 2253 1980 1130 189
is_linear=0
shrinkage=0.1


Tree=4814
num_leaves=9
num_cat=0
split_feature=0 16 52 0 160 4 16 42
split_gain=4.4051e-05 6.73119e-05 5.46011e-05 0.000135234 9.33381e-05 5.72324e-05 0.000162155 6.26622e-05
threshold=0.15398500000000004 0.26676500000000009 -0.046924999999999988 -0.15202999999999997 -1.0000000180025095e-35 -0.082109999999999975 -0.088159999999999988 0.08623500000000002
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -4 -6 7 -7
right_child=-2 -3 4 -5 5 6 -8 -9
leaf_value=-0.00025688169231275789 0.00036600175725606197 -0.0004874761417403904 -0.00055206656192975634 0.00063712776861366168 0.00040047207522871976 -7.1559823594717054e-05 -0.00065628524075662866 0.0004770430933647914
leaf_weight=0.0011460598853015869 0.0011161793090293743 0.0011695815513696481 0.0013093916432969132 0.0015044867352962607 0.0012429089361259364 0.0019047317882440761 0.0013126971829676309 0.0013807443572486089
leaf_count=60 60 362 702 553 388 328 471 197
internal_value=0 -4.28643e-05 1.01924e-05 0.00025057 -7.89112e-05 2.71557e-05 -7.37535e-05 0.000158994
internal_weight=0 0.0109706 0.00980102 0.00265055 0.00715047 0.00584108 0.00459817 0.00328548
internal_count=3121 3061 2699 613 2086 1384 996 525
is_linear=0
shrinkage=0.00196078


Tree=4815
num_leaves=7
num_cat=0
split_feature=42 49 42 52 15 0
split_gain=1.87027e-05 3.00345e-05 4.11142e-05 4.08116e-05 3.1194e-05 5.33526e-05
threshold=-1.0000000180025095e-35 -0.047584999999999995 0.091545000000000015 -0.0064899999999999992 -0.10469999999999999 -0.083914999999999976
decision_type=2 2 2 2 2 2
left_child=-1 -2 3 -3 -5 -6
right_child=1 2 -4 4 5 -7
leaf_value=-0.0095304413476110413 0.013110898857286189 -0.010052967950993225 -0.017118159327816032 -0.0057378573071474965 0.029358749284860614 0.00028795707202342589
leaf_weight=0.0017222065387627753 0.0018638667075942961 0.0017072308658312657 0.0013108373761495026 0.001050892233663908 0.0012575550834899082 0.001267720482418553
leaf_count=862 360 596 620 173 325 185
internal_value=0 0.00190238 -0.00126572 0.00266735 0.00873992 0.0147648
internal_weight=0 0.0084581 0.00659424 0.0052834 0.00357617 0.00252528
internal_count=3121 2259 1899 1279 683 510
is_linear=0
shrinkage=0.1


Tree=4816
num_leaves=10
num_cat=0
split_feature=48 16 15 48 0 1 0 43 16
split_gain=9.14923e-05 0.000103743 6.28624e-05 8.2939e-05 7.63888e-05 9.15315e-05 7.21297e-05 5.1461e-05 0.000115473
threshold=0.12474000000000002 -0.48836499999999994 -0.14147499999999996 0.091545000000000015 -0.10607499999999999 0.090965000000000004 -0.077999999999999986 -0.17390999999999998 0.22339500000000004
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 -4 -6 -8 -9
right_child=-2 2 3 -5 6 -7 7 8 -10
leaf_value=0.00050494012787445143 -0.00057562783459175584 -0.00045804502204703458 -0.00013733053755817128 0.00054440450838883663 -0.00051958851200059944 0.00068761182820114967 0.00032626189110684245 0.00020400928144751127 -0.00062283029755311778
leaf_weight=0.001586607511109543 0.0010106185851713892 0.0011900898473480954 0.0010448426200842451 0.0010309826229304162 0.00161117473915217 0.0010238113164721188 0.001129816137342976 0.0014186204895847575 0.0011975776470263149
leaf_count=251 102 299 129 179 1239 109 58 467 288
internal_value=0 4.03067e-05 -3.61105e-05 2.32664e-05 -4.90869e-05 0.000270947 -0.000172667 -2.34542e-05 -0.000174481
internal_weight=0 0.0112335 0.00964692 0.00845683 0.00742584 0.00206865 0.00535719 0.00374601 0.0026162
internal_count=3121 3019 2768 2469 2290 238 2052 813 755
is_linear=0
shrinkage=0.00196078


Tree=4817
num_leaves=8
num_cat=0
split_feature=0 13 16 2 0 151 16
split_gain=1.6972e-05 3.34533e-05 3.40717e-05 3.25731e-05 9.4424e-05 4.88346e-05 6.96344e-05
threshold=-0.061629999999999997 0.11596500000000001 0.15891500000000003 0.088225000000000012 -0.10607499999999999 -0.044604999999999992 -0.091114999999999988
decision_type=2 2 2 2 2 2 2
left_child=3 2 -2 4 -1 -5 -7
right_child=1 -3 -4 5 -6 6 -8
leaf_value=0.010361989247776182 0.011860700454757414 0.020177014737306338 -0.012970640818926325 -0.01606660371821253 -0.028194284345301704 0.02229554769048589 -0.0071670596676297301
leaf_weight=0.0011096481784191531 0.0010499839608359941 0.0010919677687511332 0.0011664471522749784 0.0010664593018365602 0.0014854704626279108 0.0017279908146976602 0.0014973009984250126
leaf_count=160 263 82 239 251 1174 317 635
internal_value=0 0.00585075 -0.00120736 -0.00286382 -0.011708 0.00248404 0.0086179
internal_weight=0 0.0033084 0.00221643 0.00688687 0.00259512 0.00429175 0.00322529
internal_count=3121 584 502 2537 1334 1203 952
is_linear=0
shrinkage=0.1


Tree=4818
num_leaves=9
num_cat=0
split_feature=474 160 133 42 16 43 16 2
split_gain=5.05431e-05 0.000102724 9.43714e-05 7.13288e-05 8.25258e-05 8.98399e-05 9.1891e-05 2.04726e-05
threshold=0.084660000000000027 -1.0000000180025095e-35 -1.0000000180025095e-35 0.088060000000000013 -0.36241499999999999 -0.09225499999999999 -0.071854999999999988 0.10559
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 -4 -6 -7 -8
right_child=-2 2 3 -5 5 6 7 -9
leaf_value=-0.00049047557298021155 0.0004096218129570349 -0.00044167898346685318 -0.00042754562545187994 0.00043552633285733007 -0.00035383327594712774 0.00066978966660451102 0.00020897054793366993 -0.00017353530859253192
leaf_weight=0.001720587682976304 0.00100262188560563 0.0013855580154836069 0.0013162967935792681 0.0019789855795251813 0.0011299142073722722 0.0014102933762744452 0.0011250766678375713 0.0010309113241741968
leaf_count=736 344 707 158 459 208 186 208 115
internal_value=0 -5.00781e-05 3.07302e-05 0.000112636 6.35845e-06 0.000127977 0.000280631 2.60708e-05
internal_weight=0 0.0110976 0.00937704 0.00799148 0.00601249 0.0046962 0.00356628 0.00215599
internal_count=3121 2777 2041 1334 875 717 509 323
is_linear=0
shrinkage=0.00196078


Tree=4819
num_leaves=7
num_cat=0
split_feature=42 43 133 150 42 2
split_gain=1.66049e-05 3.06897e-05 4.44372e-05 4.40049e-05 3.74846e-05 5.04982e-05
threshold=-1.0000000180025095e-35 -0.074359999999999996 1.0000000180025095e-35 0.081835000000000019 0.082250000000000004 0.10613000000000002
decision_type=2 2 2 2 2 2
left_child=-1 2 -2 4 5 -3
right_child=1 3 -4 -5 -6 -7
leaf_value=-0.0089822444060843835 0.02423493934187335 0.0098957135891721542 -0.0039374995544740896 0.015252415389002384 -0.022104952352424975 -0.012948171025049623
leaf_weight=0.0017258866520918565 0.0012616651336641838 0.0019669482853202839 0.0010065602632779408 0.0012096193054911639 0.00112146442992656 0.0019048055065268819
leaf_count=862 339 280 564 182 681 213
internal_value=0 0.00177939 0.011733 -0.00186039 -0.00600601 -0.0013429
internal_weight=0 0.00847106 0.00226823 0.00620284 0.00499322 0.00387175
internal_count=3121 2259 903 1356 1174 493
is_linear=0
shrinkage=0.1


Tree=4820
num_leaves=10
num_cat=0
split_feature=42 42 403 15 14 15 12 15 49
split_gain=5.20622e-05 0.000104099 9.12054e-05 0.000126251 6.82749e-05 0.000123768 0.000107046 0.000167785 0.000112972
threshold=0.10256000000000001 0.091295000000000015 0.03138500000000001 0.035560000000000008 -1.0000000180025095e-35 -0.10653 0.083370000000000014 -0.016799999999999995 -0.023059999999999997
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 -6 7 8 -7
right_child=-2 -3 -4 -5 5 6 -8 -9 -10
leaf_value=-0.00047280477891190417 -0.00042800663820288332 0.00057330120758985418 0.00048262087127698915 -0.00063251148950006937 0.00061940963495287838 0.00025223971921982483 -0.0004684146931451795 0.00074182246449384492 -0.00062442165055558174
leaf_weight=0.001002020523543143 0.0010233586356759713 0.0012256507725508419 0.0011683790376545841 0.0014352074697353929 0.0012932097738233292 0.0011637538471286572 0.0016612127027760644 0.0011671720820366684 0.0010987290802209684
leaf_count=115 346 357 291 703 242 145 685 137 100
internal_value=0 3.39896e-05 -3.21794e-05 -0.000100365 3.03804e-06 7.77245e-05 -5.98773e-05 0.000138005 -0.000173493
internal_weight=0 0.0112153 0.00998968 0.00882131 0.0073861 0.00638408 0.00509087 0.00342966 0.00226248
internal_count=3121 2775 2418 2127 1424 1309 1067 382 245
is_linear=0
shrinkage=0.00196078


Tree=4821
num_leaves=9
num_cat=0
split_feature=0 1 15 14 15 3 0 16
split_gain=5.71553e-05 5.65309e-05 9.95377e-05 5.99062e-05 9.51308e-05 6.99853e-05 7.03663e-05 5.06363e-05
threshold=0.15398500000000004 0.077565000000000009 0.035560000000000008 -1.0000000180025095e-35 -0.10653 -0.016324999999999996 -0.084144999999999984 -0.010699999999999999
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 -1 -3 -5 6 -6 -7
right_child=-2 3 -4 4 5 7 -8 -9
leaf_value=-0.00068389105132035948 0.00042720377582747168 -0.00039565175108491096 5.5362904015880081e-05 0.00055650495896385633 0.00063429450404716315 -0.00039345939101299984 -7.8661945989893188e-05 0.00011927078336271808
leaf_weight=0.0013056917038080133 0.0010647138459961023 0.0010629343563385452 0.0015102054071515706 0.0014173820677812095 0.0010103835250703532 0.0019715374932424007 0.0011246451290904949 0.0011860120925872614
leaf_count=816 60 158 776 250 207 181 507 166
internal_value=0 -4.93883e-05 -0.000287419 3.68433e-05 0.000105355 -1.54649e-05 0.000258738 -0.000200872
internal_weight=0 0.0105888 0.0028159 0.00777289 0.00670996 0.00529258 0.00213503 0.00315755
internal_count=3121 3061 1592 1469 1311 1061 714 347
is_linear=0
shrinkage=0.00196078


Tree=4822
num_leaves=7
num_cat=0
split_feature=4 151 12 12 0 4
split_gain=1.77422e-05 2.77062e-05 4.86348e-05 4.61162e-05 4.23408e-05 3.73497e-05
threshold=0.27044500000000005 -0.024429999999999997 0.088305000000000008 0.092355000000000007 -0.026509999999999995 0.0061450000000000003
decision_type=2 2 2 2 2 2
left_child=1 -1 4 -4 5 -3
right_child=-2 2 3 -5 -6 -7
leaf_value=0.010973364064211927 0.0098521578998640828 -0.030844565865492619 0.01976126340572688 -0.0046599118394249021 0.0053569065408720744 -0.0080849023020603157
leaf_weight=0.0014213155262493256 0.0015388473227176151 0.0012636330661101626 0.0012605285504745352 0.0020003039304986999 0.0010717964593264938 0.001679180875257012
leaf_count=451 365 757 416 804 134 194
internal_value=0 -0.00179673 -0.00429147 0.0047805 -0.0116601 -0.0178578
internal_weight=0 0.00869676 0.00727544 0.00326083 0.00401461 0.00294281
internal_count=3121 2756 2305 1220 1085 951
is_linear=0
shrinkage=0.1


Tree=4823
num_leaves=10
num_cat=0
split_feature=484 133 133 3 1 4 4 0 16
split_gain=0.000104047 9.9655e-05 0.000118606 9.24401e-05 0.000102519 0.000107503 9.7127e-05 9.09887e-05 8.70524e-05
threshold=-1.0000000180025095e-35 0.10622000000000002 0.083950000000000011 -0.10023499999999998 0.10089500000000001 0.033845000000000007 0.24564500000000003 -0.10011499999999998 -0.0083599999999999976
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 8 7 -6 -7 -5 -2
right_child=1 -3 -4 4 5 6 -8 -9 -10
leaf_value=-0.00061011506305621557 -1.2161794764565079e-05 -0.00054065021133118719 0.00063856707776840591 -5.1751677051704407e-05 0.00066758358760831652 -0.00051836850897831583 0.00026005110269960931 -0.00070789509057745011 0.00072829937248301228
leaf_weight=0.0010139447295885963 0.0012536254366673555 0.0010201813618070663 0.0013736564708573965 0.0018158744819426066 0.0010338094049898439 0.0011049978292716478 0.001393375751777364 0.001470596895407352 0.0011897645621329047
leaf_count=515 147 370 415 182 173 43 194 915 167
internal_value=0 4.47476e-05 0.000100899 2.11576e-05 -9.61034e-05 0.00013581 -8.42337e-05 -0.000345356 0.000348392
internal_weight=0 0.0116559 0.0106357 0.00926204 0.00681865 0.00353218 0.00249837 0.00328647 0.00244339
internal_count=3121 2606 2236 1821 1507 410 237 1097 314
is_linear=0
shrinkage=0.00196078


Tree=4824
num_leaves=8
num_cat=0
split_feature=11 4 3 2 12 0 4
split_gain=1.60696e-05 3.39636e-05 5.61802e-05 4.72248e-05 4.95424e-05 5.6599e-05 3.09363e-05
threshold=0.076920000000000002 -0.082109999999999975 -0.078934999999999991 0.11215000000000001 0.088245000000000004 -0.13027499999999997 -0.35136499999999998
decision_type=2 2 2 2 2 2 2
left_child=1 6 -3 4 5 -4 -1
right_child=-2 2 3 -5 -6 -7 -8
leaf_value=0.0020122885352940128 -0.011610988257717154 -0.020753039998326832 0.01430883293522308 -0.012447839848683169 0.026993920107629327 -0.014918154073826646 0.02433535444091546
leaf_weight=0.0015348321639798001 0.0010760032800000577 0.0013425071862074736 0.0014715515679377643 0.0015567406713416919 0.0010259777745960383 0.0012052726615350627 0.0010424765367578401
leaf_count=149 226 1065 174 371 449 212 475
internal_value=0 0.00130612 -0.00249442 0.00216613 0.00831017 0.00114903 0.0110416
internal_weight=0 0.00917936 0.00660205 0.00525954 0.0037028 0.00267682 0.00257731
internal_count=3121 2895 2271 1206 835 386 624
is_linear=0
shrinkage=0.1


Tree=4825
num_leaves=7
num_cat=0
split_feature=2 13 52 0 13 2
split_gain=1.74449e-05 4.27178e-05 4.97561e-05 4.81532e-05 4.12134e-05 4.90394e-05
threshold=0.099185000000000009 -0.086589999999999986 0.077655000000000016 -0.10011499999999998 -0.08971999999999998 0.11215000000000001
decision_type=2 2 2 2 2 2
left_child=1 -1 3 -3 -2 -6
right_child=4 2 -4 -5 5 -7
leaf_value=-0.020140197633572016 0.018356113333176993 0.0055511766928799068 0.01755188075789257 -0.017897407025077718 0.014691361030240505 -0.012972721269070812
leaf_weight=0.001226915707406363 0.0014769139693242097 0.0018755584925185197 0.0012914320109782005 0.0016429159650005001 0.001037046775464346 0.0016769827044032773
leaf_count=482 200 158 635 927 326 393
internal_value=0 -0.00348456 0.000763982 -0.0053979 0.00491321 -0.00240211
internal_weight=0 0.00603682 0.00480991 0.00351847 0.00419094 0.00271403
internal_count=3121 2202 1720 1085 919 719
is_linear=0
shrinkage=0.1


Tree=4826
num_leaves=8
num_cat=0
split_feature=1 457 403 15 12 3 4
split_gain=1.95745e-05 2.68666e-05 2.98335e-05 6.77445e-05 5.4704e-05 9.01641e-05 4.92413e-05
threshold=0.13146500000000003 0.045365000000000009 0.03138500000000001 0.084050000000000014 0.090840000000000018 -0.0049599999999999991 0.056795000000000005
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 4 5 -1 -7
right_child=-2 -3 -4 -5 -6 6 -8
leaf_value=0.025449543330861042 0.012795912560757816 0.011659468134545473 0.010976716841090181 -0.029498696335130994 -0.015684487394871358 0.0068332168848126221 -0.02245307319121248
leaf_weight=0.0013743540801990041 0.0010642525310070238 0.0013204846756787606 0.0011681985307245091 0.0010623442318194306 0.0019093776089350901 0.0012233591693237736 0.0010818034949059865
leaf_count=695 234 274 321 845 487 156 109
internal_value=0 -0.00153392 -0.00376191 -0.00635055 -0.00195052 0.00517632 -0.00691072
internal_weight=0 0.00913992 0.00781944 0.00665124 0.00558889 0.00367952 0.00230516
internal_count=3121 2887 2613 2292 1447 960 265
is_linear=0
shrinkage=0.1


Tree=4827
num_leaves=9
num_cat=0
split_feature=15 151 12 4 1 403 42 1
split_gain=3.83046e-05 4.6997e-05 6.70847e-05 7.41148e-05 9.64947e-05 5.26506e-05 9.32072e-05 4.85297e-05
threshold=-0.24436499999999997 -0.086944999999999981 0.086850000000000024 0.09173000000000002 0.094385000000000011 0.025280000000000004 0.088060000000000013 0.080000000000000016
decision_type=2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 7 6 -4 -3
right_child=1 2 5 -5 -6 -7 -8 -9
leaf_value=0.00035339071645769057 0.00035287979491672246 -5.3380191997887045e-05 -0.00029970321804633133 -0.00068241779506663931 0.00031452114805290084 0.00049217145155348082 0.00036300894482892729 -0.00056506730383782614
leaf_weight=0.0010410385792325389 0.0010528789676860486 0.0013781740287603095 0.0019367163560908727 0.001106624625986396 0.0013738613517113828 0.0010003771723325408 0.0014099617706863597 0.0014756343004037661
leaf_count=253 248 540 711 129 220 230 596 194
internal_value=0 -4.05419e-05 -8.33279e-05 -0.000230672 -0.000112424 9.74788e-05 -2.05013e-05 -0.000317961
internal_weight=0 0.0107342 0.00968135 0.00533429 0.00422767 0.00434706 0.00334668 0.00285381
internal_count=3121 2868 2620 1083 954 1537 1307 734
is_linear=0
shrinkage=0.00196078


Tree=4828
num_leaves=9
num_cat=0
split_feature=48 48 51 0 4 0 4 4
split_gain=5.18458e-05 8.74482e-05 8.50749e-05 9.01565e-05 4.78354e-05 8.52219e-05 6.13711e-05 0.000100442
threshold=0.11951500000000001 0.092475000000000016 0.086310000000000012 -0.16360999999999995 0.16173500000000005 -0.084269999999999984 -0.076229999999999978 -0.35136499999999998
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 -5 7 -7
right_child=-2 -3 -4 4 -6 6 -8 -9
leaf_value=0.00056448336106225026 -0.00043250419560101298 0.00050469549412316371 -0.00056485826416856984 -0.00051649017846624166 0.00025110009736593821 -0.00019350012711687043 -0.00033451157402075694 0.00054287099804993272
leaf_weight=0.0010513850466929682 0.0010340359350506567 0.0012967083184149885 0.001048811412111955 0.0016037784593578575 0.0015963196769551453 0.0014144110156701639 0.0013174688117656179 0.0014344034817306318
leaf_count=120 114 251 320 786 326 159 619 426
internal_value=0 2.71573e-05 -3.82547e-05 2.73574e-05 -4.93052e-05 -0.000132414 1.54331e-05 0.000177269
internal_weight=0 0.0107633 0.00946658 0.00841777 0.00736638 0.00577006 0.00416628 0.00284881
internal_count=3121 3007 2756 2436 2316 1990 1204 585
is_linear=0
shrinkage=0.00196078


Tree=4829
num_leaves=8
num_cat=0
split_feature=4 16 2 2 52 0 52
split_gain=2.1667e-05 2.41864e-05 5.04451e-05 4.42291e-05 4.55642e-05 4.76487e-05 8.66802e-05
threshold=0.27287000000000006 -0.36241499999999999 0.10981000000000002 0.095195000000000016 -0.088204999999999992 -0.10607499999999999 0.083680000000000018
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 -6 -7
right_child=-2 2 -4 -5 5 6 -8
leaf_value=-0.015810856646968085 0.011015660902036858 -0.017493240086346968 0.016496459851551203 -0.01987465532610409 0.021023087192978129 -0.0206832593135758 0.017787860384403862
leaf_weight=0.0011023217142746636 0.001508014291208397 0.0010804281961524411 0.0014963239244026628 0.0013621493389878734 0.0013261066547724746 0.0012515625214017572 0.0011007697364315162
leaf_count=139 352 359 370 394 121 750 636
internal_value=0 -0.00196616 3.73373e-05 -0.00398621 0.000561607 0.00586466 -0.00268077
internal_weight=0 0.00871966 0.00761734 0.00612102 0.00475887 0.00367844 0.00235233
internal_count=3121 2769 2630 2260 1866 1507 1386
is_linear=0
shrinkage=0.1


Tree=4830
num_leaves=9
num_cat=0
split_feature=48 48 51 1 4 42 4 0
split_gain=3.65467e-05 9.37016e-05 8.49119e-05 8.03533e-05 4.69647e-05 7.15637e-05 8.81656e-05 5.60126e-05
threshold=0.11951500000000001 0.092475000000000016 0.086310000000000012 0.111945 -1.0000000180025095e-35 0.086325000000000013 -0.084369999999999987 -0.10224499999999999
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 -1 -6
right_child=-2 -3 -4 -5 7 -7 -8 -9
leaf_value=-0.00012101990204609507 -0.00036043138074338515 0.00053078894466294815 -0.00057784292391076686 0.00039644725070071628 -0.00059176585463903571 -0.00039585124358400156 0.00055134396955150704 1.8173273004762352e-05
leaf_weight=0.0015461839392038879 0.0010084356838431187 0.0012643185328616068 0.0010003160401830967 0.001774438863023942 0.0012013173844191193 0.0010212520796960109 0.0014557727071219041 0.0011171711033924614
leaf_count=412 114 251 320 327 189 589 602 317
internal_value=0 3.0555e-05 -3.88201e-05 2.76146e-05 -7.55866e-05 5.25075e-05 0.000205037 -0.000297865
internal_weight=0 0.0103808 0.00911645 0.00811614 0.0063417 0.00402321 0.00300196 0.00231849
internal_count=3121 3007 2756 2436 2109 1603 1014 506
is_linear=0
shrinkage=0.00196078


Tree=4831
num_leaves=9
num_cat=0
split_feature=11 48 3 2 52 15 42 15
split_gain=5.20823e-05 6.09426e-05 0.000103616 8.72757e-05 7.22789e-05 8.78434e-05 6.06646e-05 6.10299e-05
threshold=0.080455000000000013 0.092475000000000016 0.10893000000000001 0.11293500000000002 0.091820000000000013 0.088235000000000022 0.084050000000000014 -0.028889999999999996
decision_type=2 2 2 2 2 2 2 2
left_child=1 3 -3 4 5 6 7 -1
right_child=-2 2 -4 -5 -6 -7 -8 -9
leaf_value=-0.00026292348469034871 -0.00043277615444286871 0.00075851906513779558 -0.00010410162879892823 0.00041731520415419954 -0.00049045729663882106 0.0004110081227153041 -0.00057152447484938552 0.00024794530236703003
leaf_weight=0.0019855130040770785 0.0010065791895103411 0.001078352598784982 0.0010631887525563988 0.0013737634075699163 0.0015972638201336977 0.0013903666050974883 0.0010263825817618021 0.0016430146538406907
leaf_count=328 189 258 81 357 517 348 544 499
internal_value=0 3.29242e-05 0.000330263 -3.76993e-05 -0.000119489 -2.14731e-05 -0.00015065 -3.15997e-05
internal_weight=0 0.0111578 0.00214154 0.0090163 0.00764254 0.00604528 0.00465491 0.00362853
internal_count=3121 2932 339 2593 2236 1719 1371 827
is_linear=0
shrinkage=0.00196078


Tree=4832
num_leaves=9
num_cat=0
split_feature=52 160 160 12 4 43 2 2
split_gain=1.9383e-05 5.2668e-05 4.22703e-05 6.8151e-05 6.73224e-05 6.60507e-05 3.34498e-05 2.48411e-05
threshold=-0.081429999999999989 0.050340000000000003 -0.079874999999999988 0.10193000000000001 -0.0016099999999999997 -0.0037449999999999996 0.092120000000000021 0.092235000000000025
decision_type=2 2 2 2 2 2 2 2
left_child=6 2 -2 4 5 -4 -1 -6
right_child=1 -3 3 -5 7 -7 -8 -9
leaf_value=-0.0030213490615251947 -0.015269991409287987 -0.02213717265467045 0.0059854471573924572 -0.017900769460531662 -0.013241918067417688 0.041232988530943482 0.021734209297963849 0.0073551155348174496
leaf_weight=0.0011974069367792686 0.0013000495464452373 0.0011503661089500242 0.0010973108107601649 0.0010740354751745613 0.0010159711845615549 0.0010313053359495812 0.0010030351094977219 0.0013821211351842501
leaf_count=386 585 216 567 213 175 333 385 261
internal_value=0 -0.00232758 0.000974691 0.00474542 0.0101186 0.0230627 0.00826306 -0.00137098
internal_weight=0 0.00805116 0.00690079 0.00560074 0.00452671 0.00212862 0.00220044 0.00239809
internal_count=3121 2350 2134 1549 1336 900 771 436
is_linear=0
shrinkage=0.1


Tree=4833
num_leaves=7
num_cat=0
split_feature=1 3 12 43 4 4
split_gain=1.97956e-05 3.92127e-05 7.7032e-05 3.30721e-05 4.54379e-05 5.69756e-05
threshold=0.104035 0.11296500000000002 0.091200000000000017 -0.083134999999999987 -0.0016099999999999997 -0.077834999999999988
decision_type=2 2 2 2 2 2
left_child=3 2 -2 -1 5 -5
right_child=1 -3 -4 4 -6 -7
leaf_value=0.0077569616803040298 0.033300469788929268 -0.0065716577856935673 -0.0028453275531395567 -0.011765807607881883 -0.020544736416741496 0.018454711008272427
leaf_weight=0.0018221886085665433 0.0010828117701750586 0.0016156445185116601 0.0012944127576233989 0.0015830971022236173 0.0017883114703258528 0.0010295914407919824
leaf_count=661 277 211 203 704 494 571
internal_value=0 0.00544913 0.0136189 -0.00357234 -0.00826312 0.000143299
internal_weight=0 0.00399287 0.00237722 0.00622319 0.004401 0.00261269
internal_count=3121 691 480 2430 1769 1275
is_linear=0
shrinkage=0.1


Tree=4834
num_leaves=8
num_cat=0
split_feature=4 42 47 133 160 3 1
split_gain=1.92956e-05 2.14371e-05 4.18714e-05 7.09906e-05 9.46856e-05 5.33574e-05 6.34565e-05
threshold=0.27044500000000005 0.092620000000000022 0.09550500000000002 0.083950000000000011 -0.025879999999999997 -0.078934999999999991 0.094465000000000007
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 4 -1 -6 -7
right_child=-2 -3 -4 -5 5 6 -8
leaf_value=0.016084349740560076 0.010285707411887456 -0.014088739421538208 0.017486941147784544 0.015182352133137062 -0.036721590818014072 -0.023375680427112903 0.0085604012167295775
leaf_weight=0.0011162946128040856 0.0015366967273731302 0.0012322458141649072 0.0011733493751443095 0.0015849344403528207 0.0010119883670939678 0.0014382021003824471 0.0010965507792224938
leaf_count=343 365 526 207 625 699 221 135
internal_value=0 -0.00187419 0.000153926 -0.00310116 -0.0093156 -0.0173099 -0.00955992
internal_weight=0 0.00865357 0.00742132 0.00624797 0.00466304 0.00354674 0.00253475
internal_count=3121 2756 2230 2023 1398 1055 356
is_linear=0
shrinkage=0.1


Tree=4835
num_leaves=8
num_cat=0
split_feature=42 157 0 3 16 151 12
split_gain=1.78853e-05 3.17428e-05 3.66961e-05 5.97407e-05 5.62231e-05 8.27179e-05 7.27311e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.062764999999999974 -0.074084999999999998 -0.056919999999999991 -0.0083949999999999979 0.088365000000000013
decision_type=2 2 2 2 2 2 2
left_child=-1 -2 4 -4 5 -3 -7
right_child=1 2 3 -5 -6 6 -8
leaf_value=-0.0093268852612139047 -0.013506563761007338 -0.019705206569335151 0.030933075444356473 -0.0020148478989871531 -0.021388966225242452 0.024784014347673168 -0.007519262838325204
leaf_weight=0.001721817462221365 0.0011598521978115409 0.0010216700881387833 0.0011436091737402165 0.0010607789264097289 0.0010177668751464274 0.0019433038243831951 0.0010867768931951776
leaf_count=862 504 147 146 217 554 399 292
internal_value=0 0.0018571 0.00430689 0.0150781 -0.00037678 0.00490131 0.013198
internal_weight=0 0.00843376 0.00727391 0.00220439 0.00506952 0.00405175 0.00303008
internal_count=3121 2259 1755 363 1392 838 691
is_linear=0
shrinkage=0.1


Tree=4836
num_leaves=8
num_cat=0
split_feature=12 2 12 160 52 2 1
split_gain=1.6553e-05 3.56381e-05 6.98336e-05 3.85376e-05 4.01806e-05 4.14948e-05 1.80859e-05
threshold=0.097825000000000009 0.088225000000000012 0.051320000000000005 -1.0000000180025095e-35 0.084735000000000019 0.11215000000000001 0.10471500000000002
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 -3 5 -5 -2
right_child=6 3 -4 4 -6 -7 -8
leaf_value=0.0039391609702540209 -0.0013968530232556751 -0.013569249764606044 -0.027399351397056321 0.010293184953190919 0.021347084210299946 -0.014711295792149408 0.017586106685633381
leaf_weight=0.0014863684447150884 0.0010035595404125942 0.0011262659338652677 0.0013632040780141802 0.0016748643812561229 0.0013640387679182756 0.0010992763532961004 0.0010040144684689009
leaf_count=260 376 371 1107 443 197 225 142
internal_value=0 -0.00204489 -0.0110528 0.00283099 0.00729455 0.000384951 0.00809678
internal_weight=0 0.00811402 0.00284957 0.00526445 0.00413818 0.00277414 0.00200757
internal_count=3121 2603 1367 1236 865 668 518
is_linear=0
shrinkage=0.1


Tree=4837
num_leaves=7
num_cat=0
split_feature=4 151 12 160 43 2
split_gain=1.80456e-05 2.61264e-05 5.29687e-05 4.01624e-05 4.20448e-05 3.89926e-05
threshold=0.27287000000000006 -0.024429999999999997 0.088305000000000008 1.0000000180025095e-35 -1.0000000180025095e-35 0.088555000000000009
decision_type=2 2 2 2 2 2
left_child=1 -1 3 4 -3 -4
right_child=-2 2 5 -5 -6 -7
leaf_value=0.010651406727372671 0.010131572174956199 -0.020152699732763554 0.016697839811506465 -0.029168577845842276 0.0040219282477784559 -0.0053010916675744306
leaf_weight=0.0014112567256972745 0.0014895877034999923 0.0012361668225054172 0.0015529933517324178 0.0010113433413320131 0.0017210962303678236 0.0016744178806886926
leaf_count=451 352 582 516 200 311 709
internal_value=0 -0.00178944 -0.00422929 -0.0119663 -0.00608332 0.00528454
internal_weight=0 0.00860727 0.00719602 0.00396861 0.00295726 0.00322741
internal_count=3121 2769 2318 1093 893 1225
is_linear=0
shrinkage=0.1


Tree=4838
num_leaves=7
num_cat=0
split_feature=13 52 15 15 47 16
split_gain=1.65248e-05 6.70078e-05 6.55597e-05 6.78908e-05 6.94226e-05 5.54367e-05
threshold=-0.010384999999999998 -0.013374999999999998 0.035560000000000008 -0.037864999999999989 0.092710000000000015 -0.083539999999999989
decision_type=2 2 2 2 2 2
left_child=1 -1 3 4 -2 -3
right_child=2 5 -4 -5 -6 -7
leaf_value=0.02489557329278666 0.0040427093829275588 0.0070354760646521713 -0.025701196170641767 0.017382258122344205 -0.027690619849630383 -0.020720365219646597
leaf_weight=0.0011857361136691121 0.0018848821950539969 0.0019821726160955599 0.001082915042124967 0.0017237382700261766 0.0010869515322832024 0.0011297250662417446
leaf_count=637 386 647 440 265 110 636
internal_value=0 0.00466694 -0.00352135 0.00159387 -0.00756379 -0.00304084
internal_weight=0 0.00429763 0.00577849 0.00469557 0.00297183 0.0031119
internal_count=3121 1920 1201 761 496 1283
is_linear=0
shrinkage=0.1


Tree=4839
num_leaves=8
num_cat=0
split_feature=14 15 13 13 15 15 4
split_gain=4.32314e-05 7.44986e-05 3.83514e-05 8.08879e-05 6.79437e-05 0.000102718 4.68948e-05
threshold=-1.0000000180025095e-35 -0.10653 -0.095304999999999987 -0.033284999999999988 -0.037864999999999989 0.035560000000000008 -0.15464999999999998
decision_type=2 2 2 2 2 2 2
left_child=-1 -2 -3 -4 -5 6 -6
right_child=1 2 3 4 5 -7 -8
leaf_value=-0.00038683773736759391 0.00042801891849936869 0.00020173685967317769 -0.00051854462989533556 -0.00031173114686220527 0.00013167255666874481 -0.00023391847644192634 0.0007162410412929897
leaf_weight=0.0010415281554175546 0.0015545035644984545 0.0019949578674940465 0.0014488818156267267 0.001768332557192867 0.0010134483607966733 0.0015073803383216411 0.0011005853067237185
leaf_count=161 388 233 1173 330 156 558 122
internal_value=0 3.21891e-05 -3.74677e-05 -0.000107248 3.31727e-06 0.000157155 0.000436004
internal_weight=0 0.0103881 0.00883359 0.00683863 0.00538975 0.00362141 0.00211403
internal_count=3121 2960 2572 2339 1166 836 278
is_linear=0
shrinkage=0.00196078


Tree=4840
num_leaves=7
num_cat=0
split_feature=13 48 0 0 43 4
split_gain=1.71377e-05 3.15513e-05 5.52372e-05 3.1382e-05 4.55337e-05 7.67532e-05
threshold=-0.23438999999999996 0.11077000000000002 -0.17169499999999996 -0.10224499999999999 -0.092909999999999979 0.015030000000000002
decision_type=2 2 2 2 2 2
left_child=-1 2 -2 -4 -5 -6
right_child=1 -3 3 4 5 -7
leaf_value=0.010770374530773522 0.019310722239349098 -0.017673158039093646 -0.015120011339192699 -0.013331284774780176 -0.0051768014568606942 0.026173574723227618
leaf_weight=0.0012816867878455715 0.0013130569116732056 0.0010731443594885403 0.001643145925532408 0.0015252850205664213 0.0019115287141816123 0.0013203314044355633
leaf_count=169 140 142 300 357 1659 354
internal_value=0 -0.00160769 0.000627467 -0.00320551 0.000909827 0.00763096
internal_weight=0 0.00878649 0.00771335 0.00640029 0.00475715 0.00323186
internal_count=3121 2952 2810 2670 2370 2013
is_linear=0
shrinkage=0.1


Tree=4841
num_leaves=6
num_cat=0
split_feature=51 43 43 48 0
split_gain=1.64615e-05 3.31739e-05 3.88498e-05 4.22432e-05 7.07405e-05
threshold=-0.076794999999999988 -0.15323999999999996 -0.0037449999999999996 0.085875000000000021 -0.10011499999999998
decision_type=2 2 2 2 2
left_child=-1 -2 -3 4 -4
right_child=1 2 3 -5 -6
leaf_value=-0.0091559274996730975 0.016222753948149531 -0.013942764343213156 0.023819473303564292 -0.0095441600627461549 -0.0042779131847405756
leaf_weight=0.0016509251589065166 0.0013350910867278012 0.0017388539373406238 0.0017546421592978623 0.0017329722206858031 0.0018312242359752281
leaf_count=537 223 1370 221 219 551
internal_value=0 0.00176765 -0.000966798 0.00327535 0.00947075
internal_weight=0 0.00839278 0.00705769 0.00531884 0.00358587
internal_count=3121 2584 2361 991 772
is_linear=0
shrinkage=0.1


Tree=4842
num_leaves=7
num_cat=0
split_feature=11 13 43 12 2 2
split_gain=1.53477e-05 3.14815e-05 4.77497e-05 5.46773e-05 4.45652e-05 3.76152e-05
threshold=0.076920000000000002 -0.094514999999999988 -0.04890499999999999 0.051320000000000005 0.088225000000000012 0.11215000000000001
decision_type=2 2 2 2 2 2
left_child=1 -1 3 -3 -4 -6
right_child=-2 2 4 -5 5 -7
leaf_value=0.012591291084810011 -0.011465876124557427 0.025852631594187506 -0.024943483588674521 -0.0023566665249789291 0.0079163741049317875 -0.01532327903952174
leaf_weight=0.0019402502225239369 0.0010495987657405609 0.0010744271741136189 0.0012090762251724201 0.0019060159202410243 0.0016279969174646607 0.0012172054406931442
leaf_count=322 226 280 642 1062 404 185
internal_value=0 0.00131397 -0.00179643 0.00781257 -0.00886035 -0.00202578
internal_weight=0 0.00897497 0.00703472 0.00298044 0.00405428 0.0028452
internal_count=3121 2895 2573 1342 1231 589
is_linear=0
shrinkage=0.1


Tree=4843
num_leaves=10
num_cat=0
split_feature=4 0 1 15 15 15 16 0 3
split_gain=4.46255e-05 7.57644e-05 6.72939e-05 6.12708e-05 6.05201e-05 0.000175516 0.000102638 9.40191e-05 3.66876e-05
threshold=-0.49405499999999997 0.010870000000000003 0.077565000000000009 0.088235000000000022 0.035560000000000008 -0.016799999999999995 -0.056919999999999991 -0.20211999999999997 -0.034684999999999994
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 6 7 -4 -9
right_child=1 -3 4 -5 -6 -7 -8 8 -10
leaf_value=-0.0003891893340976119 -0.00067163626945330058 0.00052946705856526564 -0.00018569718423457675 -1.5004919353755482e-05 -0.00034158750304288227 0.00088265450585564543 -0.00039650708730020303 0.00019937189030125855 0.00072859110958084744
leaf_weight=0.0010620132079599475 0.0010331611106506331 0.0010611422893048493 0.0014785696402099813 0.0011595137243742577 0.0011748141318163128 0.0010310415269462582 0.0017098910642823393 0.0010019458677212891 0.0010126135597964625
leaf_count=156 1159 161 99 393 368 137 305 139 204
internal_value=0 3.22879e-05 -2.26593e-05 -0.000324401 6.6642e-05 0.000143573 -2.88468e-06 0.000189794 0.000465383
internal_weight=0 0.0106627 0.00960155 0.00219267 0.00740888 0.00623406 0.00520302 0.00349313 0.00201456
internal_count=3121 2965 2804 1552 1252 884 747 442 343
is_linear=0
shrinkage=0.00196078


Tree=4844
num_leaves=7
num_cat=0
split_feature=4 42 47 133 16 51
split_gain=1.66564e-05 2.59039e-05 3.84055e-05 5.65296e-05 8.84773e-05 0.000120088
threshold=0.27287000000000006 0.092620000000000022 0.09550500000000002 0.083950000000000011 -0.010264999999999998 0.081440000000000026
decision_type=2 2 2 2 2 2
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right_child=-2 -3 -4 -5 -6 -7
leaf_value=-0.035609328498484451 0.0097892920604973795 -0.01521106375721919 0.017148561681452172 0.013788808378444524 0.0086405036003802012 0.0077419849270830877
leaf_weight=0.0017320129635860224 0.0014744529544142527 0.0012200513551592152 0.0011684546063930887 0.0015659012252049699 0.0018585936973981288 0.0010125462071874963
leaf_count=726 352 526 209 627 482 199
internal_value=0 -0.00171855 0.000524935 -0.00262368 -0.00820688 -0.0196158
internal_weight=0 0.00855756 0.00733751 0.00616905 0.00460315 0.00274456
internal_count=3121 2769 2243 2034 1407 925
is_linear=0
shrinkage=0.1


Tree=4845
num_leaves=7
num_cat=0
split_feature=42 160 49 52 13 4
split_gain=1.52871e-05 2.63182e-05 5.49671e-05 5.08354e-05 5.21131e-05 9.83327e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.081404999999999991 0.077655000000000016 -0.094514999999999988 0.053180000000000012
decision_type=2 2 2 2 2 2
left_child=-1 -2 -3 4 -4 -6
right_child=1 2 3 -5 5 -7
leaf_value=-0.0086880950204930845 -0.00861160924250025 0.02555183666542641 0.011234544501144327 0.01436645323707024 -0.035520840637473287 0.0049929368704576434
leaf_weight=0.001693159665831871 0.0018962726587725669 0.0010643682015100374 0.001149173219822267 0.0017976972677477025 0.0011637434503529215 0.0012347204643983185
leaf_count=862 828 151 179 322 560 219
internal_value=0 0.00173746 0.00479917 0.000666882 -0.00627511 -0.0146645
internal_weight=0 0.00830598 0.0064097 0.00534533 0.00354764 0.00239846
internal_count=3121 2259 1431 1280 958 779
is_linear=0
shrinkage=0.1


Tree=4846
num_leaves=8
num_cat=0
split_feature=484 160 133 42 4 4 16
split_gain=1.68755e-05 3.50899e-05 5.53999e-05 4.98144e-05 5.494e-05 7.95377e-05 7.7824e-05
threshold=0.085515000000000022 -1.0000000180025095e-35 -1.0000000180025095e-35 0.088060000000000013 0.24564500000000003 0.033845000000000007 -0.062804999999999986
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 6 -4
right_child=-2 2 3 -5 -6 -7 -8
leaf_value=-0.016626106433168912 0.012257938374132415 -0.020370377780376658 0.020776983082484962 0.019527517679611667 0.02043185072969159 -0.026796375898229721 -0.012950946169673872
leaf_weight=0.0012955887122131854 0.0010054823814537031 0.0010334135543472048 0.0013554571316549502 0.0016590039654748225 0.0010030370912205025 0.0012375747467514402 0.0013812795356408301
leaf_count=659 341 709 268 485 161 95 403
internal_value=0 -0.00140436 0.00116692 0.00452071 -0.000481216 -0.00575926 0.0037539
internal_weight=0 0.00896535 0.00766977 0.00663635 0.00497735 0.00397431 0.00273674
internal_count=3121 2780 2121 1412 927 766 671
is_linear=0
shrinkage=0.1


Tree=4847
num_leaves=10
num_cat=0
split_feature=159 3 15 4 3 12 2 3 4
split_gain=4.7604e-05 6.52684e-05 0.000107674 6.62184e-05 0.000154512 7.60197e-05 0.000101451 0.000183557 8.65391e-05
threshold=-0.032739999999999991 -0.10519499999999998 -1.0000000180025095e-35 -0.082109999999999975 -0.078934999999999991 -0.029094999999999999 0.11215000000000001 0.090900000000000009 0.053180000000000012
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -3 -5 -6 7 8 -7
right_child=1 3 -4 4 5 6 -8 -9 -10
leaf_value=-0.00041582845412322338 0.00078476882665004597 0.00027541119230038887 -3.4876651255456047e-05 -0.0008288535502660177 -0.00049816496255919657 -0.00049293292513989543 -0.00041154732998046196 0.00086263912720086074 0.00028688909329896786
leaf_weight=0.0010014477637369937 0.0010568120747411255 0.0018621282083476805 0.0014779381157369537 0.0010612449611216235 0.0010162698928327142 0.0010301422540640059 0.0011435313314958179 0.0012490200619331149 0.0011668357024287807
leaf_count=421 145 477 227 850 330 290 205 74 102
internal_value=0 3.06012e-05 0.000306858 -5.14983e-05 -0.000142805 -1.29281e-05 9.4519e-05 0.000262454 -7.87621e-05
internal_weight=0 0.0110639 0.00253475 0.00852917 0.00666704 0.0056058 0.00458953 0.003446 0.00219698
internal_count=3121 2700 372 2328 1851 1001 671 466 392
is_linear=0
shrinkage=0.00196078


Tree=4848
num_leaves=7
num_cat=0
split_feature=133 160 42 1 2 4
split_gain=1.66638e-05 4.2729e-05 3.8333e-05 4.91481e-05 4.11846e-05 3.39246e-05
threshold=-0.085499999999999979 -0.079874999999999988 0.088060000000000013 0.10374500000000002 0.10803500000000001 -0.080924999999999983
decision_type=2 2 2 2 2 2
left_child=-1 -2 3 5 -5 -3
right_child=1 2 -4 4 -6 -7
leaf_value=0.011327191764373709 -0.017387993637923826 0.0012314592857543833 0.014294233447785768 0.023915130389580996 -0.0031123047098084752 -0.019128410268556741
leaf_weight=0.0011437675169459404 0.0014205515857209196 0.001448942085381443 0.0017889130797248166 0.0010059641993499539 0.0012826957871893219 0.0018806141253879104
leaf_count=488 593 442 652 165 214 567
internal_value=0 -0.00150126 0.00154553 -0.00251383 0.00876741 -0.0102683
internal_weight=0 0.00882768 0.00740713 0.00561822 0.00228866 0.00332956
internal_count=3121 2633 2040 1388 379 1009
is_linear=0
shrinkage=0.1


Tree=4849
num_leaves=8
num_cat=0
split_feature=159 15 151 49 0 16 2
split_gain=1.71034e-05 5.80762e-05 4.43793e-05 4.83037e-05 6.52409e-05 5.4342e-05 0.000128877
threshold=0.076905000000000015 -0.11713499999999999 -0.077429999999999985 -0.054319999999999993 -0.10011499999999998 0.38525000000000004 0.088555000000000009
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -3 -4 -5 6 -6
right_child=-2 2 3 4 5 -7 -8
leaf_value=-0.020512710738442672 0.010649744240216943 0.021351550421850794 -0.018710000947290716 0.019944771526769708 0.012183136921732236 0.014088976578066639 -0.034830574091668516
leaf_weight=0.0013714453846698713 0.0013038248117902976 0.0010120090353855351 0.0012608845338805312 0.0015869472052958576 0.0010837764802229673 0.0010693894670355348 0.001262084181295855
leaf_count=331 527 306 169 169 863 237 519
internal_value=0 -0.0016368 0.00192154 -0.00121802 0.00319111 -0.00459372 -0.0131105
internal_weight=0 0.00864654 0.00727509 0.00626308 0.0050022 0.00341525 0.00234586
internal_count=3121 2594 2263 1957 1788 1619 1382
is_linear=0
shrinkage=0.1


Tree=4850
num_leaves=7
num_cat=0
split_feature=11 0 13 0 16 15
split_gain=1.53945e-05 2.86514e-05 4.59717e-05 6.7891e-05 5.18303e-05 4.47486e-05
threshold=0.076920000000000002 -0.019414999999999998 -0.011289999999999998 -0.099059999999999995 -0.070454999999999976 -0.0040799999999999994
decision_type=2 2 2 2 2 2
left_child=1 2 5 4 -4 -1
right_child=-2 -3 3 -5 -6 -7
leaf_value=-0.0047993702065550646 -0.011520993189285872 0.012092165509558874 -0.010979613159572131 -0.02848567342675223 0.01596195561107398 0.02065163196218868
leaf_weight=0.0013401418976922322 0.0010425768041539456 0.0019327458926181656 0.0017909203293735741 0.0011910408669224904 0.0011875637526608043 0.0014258253023839026
leaf_count=975 226 261 148 656 124 731
internal_value=0 0.0013249 -0.00167567 -0.00830679 -0.000237628 0.00832034
internal_weight=0 0.00886824 0.00693549 0.00416952 0.00297848 0.00276597
internal_count=3121 2895 2634 928 272 1706
is_linear=0
shrinkage=0.1


Tree=4851
num_leaves=10
num_cat=0
split_feature=133 3 43 4 47 42 3 3 3
split_gain=7.50254e-05 7.94037e-05 7.26122e-05 9.60212e-05 0.00010956 8.85314e-05 6.89459e-05 0.000143349 5.89674e-05
threshold=0.10622000000000002 0.149315 -0.067899999999999974 -0.077834999999999988 0.09055500000000001 0.091295000000000015 -0.077104999999999993 0.090900000000000009 -0.077774999999999983
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 5 -4 6 8 -5 -8 -1
right_child=-2 -3 3 4 -6 -7 7 -9 -10
leaf_value=-0.00027614015042602881 -0.0005158837603452133 0.0005603716504706726 -0.00058641385025308 0.00059087926906462767 -0.00054775082088223941 0.00061941021522031795 -0.00056142722784666274 0.000363998154679759 0.00033355594025806843
leaf_weight=0.0014102444966318339 0.0010055433798466717 0.0010357700903493696 0.0014283418118011103 0.0010131653481412714 0.0011084018194017129 0.0012976978311753373 0.0010795890354394809 0.0015932625491519303 0.0010746104552354168
leaf_count=711 435 159 593 261 112 265 290 91 204
internal_value=0 4.35651e-05 -9.93574e-06 -0.000140169 -7.22416e-06 0.000204313 0.000155315 -9.78956e-06 -1.24685e-05
internal_weight=0 0.0110411 0.0100053 0.00622276 0.00479442 0.00378255 0.00368602 0.00267285 0.00248485
internal_count=3121 2686 2527 1347 754 1180 642 381 915
is_linear=0
shrinkage=0.00196078


Tree=4852
num_leaves=9
num_cat=0
split_feature=133 133 160 52 52 157 16 0
split_gain=9.97424e-05 7.61637e-05 4.42834e-05 6.51558e-05 0.000106671 5.69974e-05 9.43383e-05 6.10086e-05
threshold=0.10622000000000002 0.089755000000000015 0.041220000000000007 0.070205000000000017 0.11434500000000002 -0.072409999999999988 -0.056919999999999991 -0.11756999999999999
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 5 -5 -1 7 -7
right_child=-2 -3 -4 4 -6 6 -8 -9
leaf_value=0.00034914497047710722 -0.00059181881695738296 0.00056165103680578079 -0.0002839930699449942 0.00079629699861196574 -6.2892316972225181e-05 -0.00021663238125470421 -0.00048638245715083844 0.00033367006777618131
leaf_weight=0.001123587226336497 0.0010310739902880369 0.0010008989739997186 0.0018024555868809871 0.0010502939571320072 0.0011794058669636507 0.001485937394157076 0.0018798374434585976 0.0016178580004131272
leaf_count=297 435 224 390 429 320 158 483 385
internal_value=0 4.56313e-05 -5.30713e-06 5.49452e-05 0.000341826 -4.97929e-05 -0.000139736 7.02136e-05
internal_weight=0 0.0111403 0.0101394 0.00833692 0.0022297 0.00610722 0.00498363 0.0031038
internal_count=3121 2686 2462 2072 749 1323 1026 543
is_linear=0
shrinkage=0.00196078


Tree=4853
num_leaves=10
num_cat=0
split_feature=4 0 1 15 47 15 16 16 47
split_gain=5.1658e-05 7.82414e-05 5.45832e-05 9.12929e-05 5.42613e-05 8.01684e-05 6.97775e-05 0.000125682 6.01529e-05
threshold=-0.49405499999999997 -1.0000000180025095e-35 0.077565000000000009 0.088235000000000022 0.087235000000000021 0.035560000000000008 -0.008904999999999998 -0.095564999999999983 0.11069000000000002
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 6 7 -4 -6
right_child=1 -3 4 -5 8 -7 -8 -9 -10
leaf_value=-0.0004193977512840003 -0.00072346596103337263 0.00049502418357624822 0.00062311807346113396 7.4127598718881578e-05 -0.00046900231041861301 -0.00027439011405965566 0.00071036882165311259 -0.00027962907197905113 0.00011707270974915095
leaf_weight=0.0010727138527891833 0.0010344178111943594 0.0012409093122743376 0.0010853114054167738 0.0011824174437184201 0.0013171895386671008 0.0011370085873679994 0.0011935680827000463 0.0013069157883827866 0.0013773600961724734
leaf_count=156 1158 186 213 393 140 366 184 185 140
internal_value=0 3.16103e-05 -2.80786e-05 -0.000298045 5.26066e-05 0.000179282 0.000323136 0.000129931 -0.000169421
internal_weight=0 0.0108751 0.00963419 0.00221684 0.00741735 0.0047228 0.0035858 0.00239223 0.00269455
internal_count=3121 2965 2779 1551 1228 948 582 398 280
is_linear=0
shrinkage=0.00196078


Tree=4854
num_leaves=11
num_cat=0
split_feature=133 13 47 43 12 1 3 42 13 15
split_gain=6.88061e-05 5.8815e-05 4.27404e-05 7.90314e-05 9.44955e-05 7.6084e-05 8.27253e-05 5.9726e-05 6.90106e-05 3.53795e-05
threshold=0.10622000000000002 -0.23438999999999996 0.11893500000000001 -0.17390999999999998 0.092355000000000007 0.094385000000000011 0.10893000000000001 0.086325000000000013 -0.010094999999999998 -0.091964999999999977
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 5 7 -7 8 -5 -10
right_child=-2 2 -4 4 -6 6 -8 -9 9 -11
leaf_value=0.00044492944101251475 -0.00050038923690261597 0.00051480161400154129 -0.00038529158512174327 0.00044389445421103013 -0.00053473861009433333 0.0006623426104450128 -7.2890535371835502e-05 -0.00052104542247149988 7.6363233313136376e-05 -0.00044325783638887712
leaf_weight=0.0012010476338322864 0.0010058437404162164 0.0011284790712966942 0.0010666959724824352 0.0010220753674152257 0.0012477275022897685 0.0013141900175878121 0.0010653075188943942 0.0010123979965561049 0.0010147359249068192 0.0010004690258455392
leaf_count=157 435 147 83 521 519 340 71 441 57 350
internal_value=0 3.52323e-05 -1.46119e-05 3.02927e-05 -4.09285e-05 5.49066e-05 0.000333177 -0.000108598 2.88799e-05 -0.000181608
internal_weight=0 0.0110731 0.00987208 0.00880538 0.0076769 0.00642918 0.0023795 0.00404968 0.00303728 0.0020152
internal_count=3121 2686 2529 2446 2299 1780 411 1369 928 407
is_linear=0
shrinkage=0.00196078


Tree=4855
num_leaves=10
num_cat=0
split_feature=131 14 49 47 4 3 52 4 4
split_gain=3.88837e-05 4.36704e-05 8.84282e-05 9.6395e-05 9.57369e-05 7.17188e-05 5.34372e-05 0.000102648 6.18406e-05
threshold=0.088610000000000008 -1.0000000180025095e-35 0.065470000000000014 0.096300000000000011 0.16173500000000005 -0.12711499999999995 0.090245000000000006 -0.076229999999999978 0.0061450000000000003
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 -3 7 -7 -9
right_child=-2 2 -4 -5 -6 6 -8 8 -10
leaf_value=-0.00035489048665906641 -0.00037305735783587187 -0.00047475575937543714 0.00061769825228843826 -0.00051579144384403816 0.00063769129221962807 0.00066882066836314953 -0.0002376148336296749 -0.00031642611306802957 0.00029135913851466549
leaf_weight=0.0010161593881570239 0.0010005450396760778 0.0010281797349188278 0.0010218029650431526 0.0011686137522114162 0.0010529988659398557 0.0012633575463476703 0.0013903140150669582 0.0012916956667631909 0.0012828365798431829
leaf_count=136 443 198 530 128 218 559 376 454 79
internal_value=0 3.14545e-05 7.27804e-05 7.10466e-06 9.07046e-05 -1.35764e-06 9.17409e-05 0.000211053 -1.35792e-05
internal_weight=0 0.010516 0.0094998 0.008478 0.00730938 0.00625638 0.0052282 0.00383789 0.00257453
internal_count=3121 2678 2542 2012 1884 1666 1468 1092 533
is_linear=0
shrinkage=0.00196078


Tree=4856
num_leaves=6
num_cat=0
split_feature=1 4 2 3 48
split_gain=1.96077e-05 4.75374e-05 4.29737e-05 5.13995e-05 7.13038e-05
threshold=0.077565000000000009 -0.082109999999999975 0.11474000000000002 -0.074084999999999998 0.083985000000000018
decision_type=2 2 2 2 2
left_child=1 -1 3 -2 -5
right_child=2 -3 -4 4 -6
leaf_value=0.0046736493410506801 0.011670072988184477 -0.019224748365547099 0.018123628724220051 -0.02112975518890493 0.0088657776284781636
leaf_weight=0.0018132171613397009 0.0019493581613252214 0.001538615425443173 0.0014783264186937935 0.0019337872195568998 0.0013428056931785639
leaf_count=424 622 1212 323 355 185
internal_value=0 -0.0062966 0.00307063 -0.00118759 -0.00883706
internal_weight=0 0.00335183 0.00670428 0.00522595 0.00327659
internal_count=3121 1636 1485 1162 540
is_linear=0
shrinkage=0.1


Tree=4857
num_leaves=9
num_cat=0
split_feature=4 0 1 2 0 52 16 52
split_gain=4.5142e-05 0.000100961 4.50119e-05 5.41268e-05 0.000138727 7.99232e-05 6.11524e-05 3.71585e-05
threshold=-0.49405499999999997 -1.0000000180025095e-35 0.077565000000000009 1.0000000180025095e-35 -0.14116499999999996 -0.0064899999999999992 -0.056919999999999991 0.081010000000000013
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 7 6 5 -5 -4 -2
right_child=1 -3 3 4 -6 -7 -8 -9
leaf_value=-0.00040116973705205117 -0.00054155004918022274 0.00055926175793018403 7.0863112878350156e-05 -0.00036437723504530319 0.00075530180065229424 0.00025802762958400578 -0.00051887146134878292 -1.8837998874140444e-05
leaf_weight=0.0010138970666510741 0.0010906716478602389 0.0012322818981374663 0.0016025829919015348 0.0015144270449706961 0.0011539353991851789 0.0016655862954859197 0.0011692464336375274 0.0010043589728975981
leaf_count=156 829 186 349 143 250 186 300 722
internal_value=0 3.22037e-05 -3.83862e-05 3.60818e-05 0.00017294 -3.83821e-05 -0.000177906 -0.000290962
internal_weight=0 0.0104331 0.00920081 0.00710578 0.00433395 0.00318001 0.00277183 0.00209503
internal_count=3121 2965 2779 1228 579 329 649 1551
is_linear=0
shrinkage=0.00196078


Tree=4858
num_leaves=7
num_cat=0
split_feature=11 48 2 2 52 3
split_gain=1.62184e-05 2.44724e-05 7.37345e-05 7.52333e-05 5.67525e-05 4.98076e-05
threshold=0.076920000000000002 0.091545000000000015 0.11293500000000002 0.10097500000000002 -0.088204999999999992 -0.059315
decision_type=2 2 2 2 2 2
left_child=1 2 3 4 -1 -6
right_child=-2 -3 -4 -5 5 -7
leaf_value=-0.020945777887148197 -0.011736046584175281 0.011394012367698117 0.022063099451387749 -0.030440933445241253 -0.0060611331837218466 0.016677162723051094
leaf_weight=0.0010803448551440316 0.001062538533820768 0.0019040238743671962 0.0011286629176701047 0.0010266300360483975 0.0019827612711139659 0.0018736867684175981
leaf_count=356 226 354 353 221 1358 253
internal_value=0 0.00132791 -0.00137455 -0.00581046 -0.000688436 0.00498645
internal_weight=0 0.00899611 0.00709209 0.00596342 0.00493679 0.00385645
internal_count=3121 2895 2541 2188 1967 1611
is_linear=0
shrinkage=0.1


Tree=4859
num_leaves=9
num_cat=0
split_feature=48 4 12 3 52 13 43 4
split_gain=5.35961e-05 0.000100221 6.10252e-05 0.000145557 6.83202e-05 7.5132e-05 3.8354e-05 4.01468e-05
threshold=0.12474000000000002 0.36766000000000004 -0.040564999999999997 0.10542000000000001 -0.088204999999999992 -0.086589999999999986 -0.08756499999999999 -0.0016099999999999997
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 -1 4 -4 -6 -7 -8
right_child=-2 -3 3 -5 5 6 7 -9
leaf_value=-0.00047336533975951062 -0.00043593828279519587 0.00052513090816208162 -0.00052543774717217484 0.00054979160435726236 -0.00047483623877626972 -0.00017723954227828777 0.00046037680060138892 1.7526577914255115e-05
leaf_weight=0.0010838431922852295 0.001007337908479994 0.0014076064629249393 0.0012168025838014875 0.0016178222811400189 0.0010926763237702267 0.001364750594828045 0.0014242571588349584 0.0017591303562195183
leaf_count=219 102 308 520 113 379 302 882 296
internal_value=0 3.66587e-05 -3.5269e-05 2.0755e-05 -0.000104053 -1.31548e-05 9.77628e-05 0.000215659
internal_weight=0 0.0109669 0.00955928 0.00847544 0.00685762 0.00564081 0.00454814 0.00318339
internal_count=3121 3019 2711 2492 2379 1859 1480 1178
is_linear=0
shrinkage=0.00196078


Tree=4860
num_leaves=8
num_cat=0
split_feature=1 42 160 16 2 15 4
split_gain=1.64066e-05 3.30026e-05 3.82755e-05 5.40797e-05 6.82799e-05 8.64815e-05 2.76201e-05
threshold=0.13146500000000003 0.092395000000000019 0.088405000000000011 -0.49446999999999991 0.086950000000000013 -0.0088349999999999974 -0.0016099999999999997
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 -1 6 -6 -5
right_child=-2 -3 -4 4 5 -7 -8
leaf_value=0.019254997859468256 0.011876223711233466 -0.016018789981184254 0.018147856519413825 0.01655607684587657 -0.03650135414635005 -0.0025257074277343231 -0.0053210258332164334
leaf_weight=0.0010272314043909018 0.0010349410159529423 0.0013212827846619665 0.0011232883610583283 0.0013485016133414651 0.0011969085328568723 0.0020027935213839465 0.0010088192786956757
leaf_count=137 234 570 267 776 522 470 145
internal_value=0 -0.00141658 0.00108664 -0.00182404 -0.00572056 -0.0152349 0.00719374
internal_weight=0 0.00902883 0.00770754 0.00658425 0.00555702 0.0031997 0.00235732
internal_count=3121 2887 2317 2050 1913 992 921
is_linear=0
shrinkage=0.1


Tree=4861
num_leaves=9
num_cat=0
split_feature=48 48 51 1 42 4 4 16
split_gain=4.45922e-05 8.69005e-05 8.94751e-05 7.48291e-05 5.39791e-05 8.9963e-05 6.30223e-05 4.27603e-05
threshold=0.11951500000000001 0.092475000000000016 0.086310000000000012 0.111945 0.086325000000000013 0.055260000000000011 -0.084369999999999987 -0.056919999999999991
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 -1 -8
right_child=-2 -3 -4 -5 -6 -7 7 -9
leaf_value=-0.00012217179307011532 -0.00039540752483503504 0.00051641572982009693 -0.00058739200297641843 0.00038604675323864 -0.0003769367933418831 -0.0004740868533937698 0.00066227694109723481 0.00010955929943212846
leaf_weight=0.0015326106722619278 0.0010332731561738034 0.001250791353354032 0.0010024358584554667 0.0018015346227956306 0.0016097577571462249 0.0010279479848730047 0.0011249525689845806 0.0010316361941682113
leaf_count=412 114 251 320 327 774 178 346 399
internal_value=0 3.17177e-05 -3.46786e-05 3.34845e-05 -6.69047e-05 3.88958e-05 0.000181832 0.000397876
internal_weight=0 0.0103817 0.00913088 0.00812844 0.00632691 0.00471715 0.0036892 0.00215659
internal_count=3121 3007 2756 2436 2109 1335 1157 745
is_linear=0
shrinkage=0.00196078


Tree=4862
num_leaves=10
num_cat=0
split_feature=4 0 4 16 0 1 2 1 3
split_gain=6.56216e-05 8.37412e-05 4.55342e-05 5.26904e-05 6.4608e-05 7.37551e-05 6.05417e-05 4.77664e-05 3.7827e-05
threshold=-0.49405499999999997 1.0000000180025095e-35 0.27044500000000005 -0.27167499999999994 -0.053834999999999994 0.11453000000000001 0.092875000000000013 0.089175000000000018 -0.080104999999999996
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 6 7 8 -5
right_child=1 -3 -4 4 -6 -7 -8 -9 -10
leaf_value=-0.00046295029308743155 -0.00045061945475405985 0.00052618901744651823 0.00027429644461821447 2.687634909860941e-05 -0.00045850985074391792 0.00054803720479146615 -0.00044541815863701704 -0.00019634280275588527 0.00055046513603371704
leaf_weight=0.0010783119449742371 0.0012440955316305622 0.0012287778854910584 0.0016907714208056089 0.0011246805305362066 0.0010437125520589207 0.0010255970520983287 0.0010561105768393665 0.0013622652549652461 0.0010041260215537761
leaf_count=156 138 186 293 993 146 113 519 370 207
internal_value=0 4.43708e-05 -1.76149e-05 -8.04035e-05 -1.0792e-05 7.306e-05 -3.4069e-05 9.03713e-05 0.000273845
internal_weight=0 0.0107801 0.00955136 0.00786059 0.00661649 0.00557278 0.00454718 0.00349107 0.00212881
internal_count=3121 2965 2779 2486 2348 2202 2089 1570 1200
is_linear=0
shrinkage=0.00196078


Tree=4863
num_leaves=8
num_cat=0
split_feature=159 160 133 0 0 42 4
split_gain=1.65161e-05 5.17514e-05 5.18534e-05 6.15416e-05 6.48097e-05 7.3326e-05 7.63197e-05
threshold=0.076905000000000015 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.18113999999999997 -0.10607499999999999 0.088060000000000013 -0.041644999999999995
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -3 -4 -5 6 -6
right_child=-2 2 3 4 5 -7 -8
leaf_value=-0.020583577610870187 0.010340673963555076 -0.018537984221171387 -0.012647168527829315 0.032476229918455252 0.010408413499934743 0.025390870050497089 -0.023465314828197057
leaf_weight=0.0012368993683435315 0.0013277641167517467 0.0011032999655334859 0.0015202484813617301 0.0010447168244067571 0.0014949749824725897 0.0011621623079300018 0.0011982583297376287
leaf_count=684 527 666 116 144 309 400 275
internal_value=0 -0.00162775 0.00148861 0.00493006 0.0103834 0.00439673 -0.0046625
internal_weight=0 0.00876056 0.00752366 0.00642036 0.00490011 0.0038554 0.00269323
internal_count=3121 2594 1910 1244 1128 984 584
is_linear=0
shrinkage=0.1


Tree=4864
num_leaves=9
num_cat=0
split_feature=15 15 131 12 15 15 2 42
split_gain=4.5161e-05 4.36367e-05 5.45932e-05 6.07953e-05 0.00010352 7.72332e-05 8.22294e-05 5.7624e-05
threshold=-0.24436499999999997 -0.11033999999999998 0.078765000000000016 0.088245000000000004 0.024640000000000006 -0.016799999999999995 0.089885000000000007 0.084635000000000016
decision_type=2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 5 6 -3 -5
right_child=1 2 -4 7 -6 -7 -8 -9
leaf_value=0.00038089827365702457 -0.00040194286701079234 -0.00057046358786748646 -0.0004252407489601508 3.7042818996299011e-05 -0.00064316160239375223 0.00039152716450332911 0.00014176721003031478 0.00056565932934040655
leaf_weight=0.0010444080349478043 0.0011798902359657333 0.0010722109643025147 0.0010431452394164811 0.0018748363835433535 0.0010147660668891716 0.0016107939698695715 0.0014883098344993387 0.0013737780159010923
leaf_count=253 256 214 427 485 442 284 236 524
internal_value=0 -4.63466e-05 -2.07864e-06 5.02551e-05 -8.14975e-05 5.51399e-05 -0.000156477 0.000260585
internal_weight=0 0.0106577 0.00947784 0.0084347 0.00518608 0.00417131 0.00256052 0.00324861
internal_count=3121 2868 2612 2185 1176 734 450 1009
is_linear=0
shrinkage=0.00196078


Tree=4865
num_leaves=7
num_cat=0
split_feature=1 43 15 15 3 2
split_gain=1.87665e-05 4.64139e-05 3.69067e-05 8.27433e-05 7.20523e-05 6.3592e-05
threshold=0.077565000000000009 0.016310000000000002 0.035560000000000008 -0.016799999999999995 0.097915000000000016 0.089885000000000007
decision_type=2 2 2 2 2 2
left_child=1 -1 3 4 5 -2
right_child=2 -3 -4 -5 -6 -7
leaf_value=-0.016441770479235059 -0.0014354814739748996 0.0072952335783645107 -0.013791086254958019 0.032090257251056187 -0.016030981179376517 0.028904223873128354
leaf_weight=0.0019019834254895278 0.0018357179027367735 0.0014530851164748068 0.0010962356466394678 0.0010165456603781825 0.0016682434422217729 0.0011077144324530435
leaf_count=1333 376 303 400 257 212 240
internal_value=0 -0.00616124 0.00299531 0.00626488 0.000572223 0.00998239
internal_weight=0 0.00335507 0.00672446 0.00562822 0.00461168 0.00294343
internal_count=3121 1636 1485 1085 828 616
is_linear=0
shrinkage=0.1


Tree=4866
num_leaves=10
num_cat=0
split_feature=131 14 49 47 4 3 52 150 16
split_gain=3.0487e-05 4.90194e-05 7.11765e-05 7.78047e-05 9.2142e-05 8.04825e-05 7.27358e-05 9.01848e-05 5.49812e-05
threshold=0.088610000000000008 -1.0000000180025095e-35 0.065470000000000014 0.096300000000000011 0.16173500000000005 -0.12711499999999995 0.090245000000000006 0.086615000000000011 -0.083134999999999987
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 -3 7 8 -7
right_child=-2 2 -4 -5 -6 6 -8 -9 -10
leaf_value=-0.00038357145870466814 -0.00033116205354108739 -0.00050408627867809259 0.00056458994729368826 -0.00045498001533769732 0.0006211273651525915 0.00076653990092339329 -0.00028528855201423599 -0.00026734123562893546 0.00020264599932215405
leaf_weight=0.0010125538418048604 0.00100260429719421 0.0010306526071947718 0.0010018866554656137 0.0011811811068610433 0.0010629377215206261 0.0010638857883125358 0.0014135555308573159 0.0010131955950392346 0.0017720971151713482
leaf_count=136 443 198 530 128 218 302 376 159 631
internal_value=0 2.66316e-05 7.01724e-05 1.21519e-05 8.71578e-05 -3.02837e-06 9.50987e-05 0.00023479 0.000414184
internal_weight=0 0.0105519 0.00953939 0.00853751 0.00735632 0.00629339 0.00526273 0.00384918 0.00283598
internal_count=3121 2678 2542 2012 1884 1666 1468 1092 933
is_linear=0
shrinkage=0.00196078


Tree=4867
num_leaves=8
num_cat=0
split_feature=131 160 49 12 12 52 0
split_gain=1.8473e-05 3.35966e-05 3.83089e-05 4.27676e-05 6.43532e-05 3.61245e-05 7.38237e-05
threshold=0.084390000000000007 -0.085579999999999976 0.0093850000000000027 0.086700000000000013 0.092355000000000007 -0.081934999999999994 -0.10224499999999999
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 5 -5 -3 -7
right_child=-2 2 -4 4 -6 6 -8
leaf_value=0.018510368496967806 -0.012865707403289191 0.0043507577870217666 0.017168742365398646 0.02230523042388954 -0.0065489580406118478 -0.031100405261460858 0.002638876915128879
leaf_weight=0.001016670500627293 0.0010116212450853651 0.0011311448644832941 0.001035799459104877 0.001292674712553494 0.0019225153767989652 0.0015493824817352857 0.0011153861931210405
leaf_count=465 492 254 458 400 509 179 364
internal_value=0 0.00138174 -0.000782339 -0.00343438 0.00505194 -0.0106224 -0.0169782
internal_weight=0 0.00906357 0.0080469 0.0070111 0.00321519 0.00379591 0.00266477
internal_count=3121 2629 2164 1706 909 797 543
is_linear=0
shrinkage=0.1


Tree=4868
num_leaves=9
num_cat=0
split_feature=4 0 1 15 15 16 0 52
split_gain=5.50523e-05 8.32285e-05 4.56061e-05 5.66375e-05 7.63348e-05 7.75653e-05 8.35417e-05 2.58986e-05
threshold=-0.49405499999999997 -1.0000000180025095e-35 0.077565000000000009 0.035560000000000008 -0.018314999999999994 -0.056919999999999991 -0.20211999999999997 0.047850000000000011
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 7 4 5 6 -4 -2
right_child=1 -3 3 -5 -6 -7 -8 -9
leaf_value=-0.00044487796448260537 -0.00050469427399786279 0.00052479028421361176 -0.00016329587613365579 -0.00036435667899727202 0.0006143130139100952 -0.00034680916826486759 0.00045791092764494834 -6.2794844615443132e-05
leaf_weight=0.0010015654699187361 0.0010271032771030403 0.0011876780779595886 0.0014750627868087562 0.0010826990069529177 0.0010099216547634514 0.0015129945436911586 0.0019101362004422411 0.0010126158707414287
leaf_count=156 767 186 98 367 136 293 334 784
internal_value=0 3.68285e-05 -2.73473e-05 4.792e-05 0.000123472 2.22695e-05 0.000187227 -0.000285314
internal_weight=0 0.0102182 0.00903053 0.00699081 0.00590812 0.00489819 0.0033852 0.00203972
internal_count=3121 2965 2779 1228 861 725 432 1551
is_linear=0
shrinkage=0.00196078


Tree=4869
num_leaves=9
num_cat=0
split_feature=1 16 15 15 15 49 3 47
split_gain=1.93105e-05 4.42477e-05 6.05075e-05 3.1717e-05 6.48071e-05 6.51131e-05 0.000112346 4.59939e-05
threshold=0.077565000000000009 0.19444000000000003 0.035560000000000008 0.035560000000000008 -0.016799999999999995 -0.043469999999999995 0.095270000000000007 0.092530000000000015
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 -2 7 -7
right_child=3 -3 -4 -5 -6 6 -8 -9
leaf_value=-0.031248527910356656 0.021576509211910549 0.011170146545897722 0.0010124556697164416 -0.012499279932911455 0.029052040403946395 0.024091006712787268 -0.028200760261307446 -0.0056275885614962724
leaf_weight=0.0010753848883865299 0.001157742289285859 0.0010174814108067642 0.0012655485941110432 0.0010973984590737186 0.0010082390667173636 0.0010085790175970613 0.0013595971926333977 0.001076715220292021
leaf_count=663 211 196 777 400 257 281 164 172
internal_value=0 -0.00624029 -0.0138077 0.00304869 0.00608963 0.00105955 -0.00583568 0.00874619
internal_weight=0 0.00335841 0.00234093 0.00670827 0.00561087 0.00460263 0.00344489 0.00208529
internal_count=3121 1636 1440 1485 1085 828 617 453
is_linear=0
shrinkage=0.1


Tree=4870
num_leaves=9
num_cat=0
split_feature=133 133 43 42 3 1 0 15
split_gain=9.13228e-05 9.54134e-05 5.79948e-05 6.06827e-05 7.88676e-05 0.000155328 6.58772e-05 8.06324e-05
threshold=0.10622000000000002 0.089755000000000015 0.08845500000000002 -1.0000000180025095e-35 -0.082974999999999979 0.091785000000000019 -0.15202999999999997 -0.084564999999999987
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -5 -6 -7 -8
right_child=-2 -3 -4 4 5 6 7 -9
leaf_value=-0.00035200328613466624 -0.00056715289162676127 0.00062164321149178747 -0.00042782644522693048 0.00045194185787997753 -0.00046215755991067434 -6.1684292627113988e-05 0.00084306440609574127 6.6165992052581089e-05
leaf_weight=0.0012788450492698883 0.001014078904072002 0.0010115188195672893 0.0011339431615222722 0.0019302899930125836 0.0019098650938882281 0.001691244642554793 0.0010439001556371078 0.0010110972212485471
leaf_count=548 435 224 279 503 558 123 202 249
internal_value=0 4.77615e-05 -1.02925e-05 4.31138e-05 0.000109719 -7.07315e-06 0.000224933 0.000460816
internal_weight=0 0.0110107 0.00999919 0.00886524 0.0075864 0.00565611 0.00374624 0.002055
internal_count=3121 2686 2462 2183 1635 1132 574 451
is_linear=0
shrinkage=0.00196078


Tree=4871
num_leaves=10
num_cat=0
split_feature=133 3 50 15 16 12 48 13 15
split_gain=6.73658e-05 9.3721e-05 5.58763e-05 6.64799e-05 8.64249e-05 0.000102509 0.000102059 8.86984e-05 4.64124e-05
threshold=0.10622000000000002 0.149315 0.07826000000000001 -0.15914499999999995 -0.094359999999999986 0.088930000000000023 0.091545000000000015 -0.033284999999999988 -0.016799999999999995
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 -5 7 -6 -9
right_child=-2 -3 -4 4 6 -7 -8 8 -10
leaf_value=0.00048903835168424695 -0.00049182291784070572 0.00058246911937436126 -0.00045539954858008635 -0.0006440552700806868 -0.00047296579298915925 0.00011380285072943704 0.00065840002426520244 -0.00016055175799535305 0.00035113311880898695
leaf_weight=0.0010434076122816894 0.0010280641031731015 0.0010770646303203549 0.0010446554262791103 0.0015812807426195613 0.0012078076227734357 0.0012122388153111563 0.0010505190221933016 0.0010906430856514717 0.001816915666607652
leaf_count=220 435 159 471 229 652 108 169 173 505
internal_value=0 3.27831e-05 -2.6142e-05 2.36676e-05 -3.73384e-05 -0.000315185 0.000112911 -2.63347e-05 0.000159197
internal_weight=0 0.0111245 0.0100475 0.00900281 0.0079594 0.00279352 0.00516589 0.00411537 0.00290756
internal_count=3121 2686 2527 2056 1836 337 1499 1330 678
is_linear=0
shrinkage=0.00196078


Tree=4872
num_leaves=8
num_cat=0
split_feature=11 1 15 2 43 16 1
split_gain=1.93515e-05 2.811e-05 5.77458e-05 5.2127e-05 4.34282e-05 4.64972e-05 3.27515e-05
threshold=0.076920000000000002 0.094385000000000011 -0.0040799999999999994 0.116525 -0.077604999999999993 -0.088159999999999988 0.11103500000000001
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 6 -4 -6 -3
right_child=-2 3 4 -5 5 -7 -8
leaf_value=-0.019069184854335383 -0.012762301306792422 0.013264887781754034 0.019191726425535734 0.026280778514903447 0.01177301498389414 -0.016458423621185891 -0.0088864990352833986
leaf_weight=0.0016110768622045954 0.0010718903532746819 0.0011609943240702743 0.0012048846783106705 0.0011037989026850669 0.0010361079968473912 0.001335179002207787 0.0015701763452792891
leaf_count=950 226 317 246 265 245 643 229
internal_value=0 0.00144985 -0.00334955 0.0079416 0.0037322 -0.004123 0.000529842
internal_weight=0 0.00902222 0.00518725 0.00383497 0.00357617 0.00237129 0.00273117
internal_count=3121 2895 2084 811 1134 888 546
is_linear=0
shrinkage=0.1


Tree=4873
num_leaves=10
num_cat=0
split_feature=42 42 403 15 42 3 4 0 4
split_gain=6.07615e-05 6.77798e-05 9.52641e-05 0.00011574 5.47251e-05 6.00466e-05 8.75496e-05 5.1446e-05 4.98603e-05
threshold=0.10194000000000002 0.091295000000000015 0.03138500000000001 0.079055000000000014 0.075730000000000006 0.083060000000000009 0.053180000000000012 -0.033209999999999996 0.033845000000000007
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 -1 8 -7
right_child=-2 -3 -4 -5 -6 7 -8 -9 -10
leaf_value=-7.9927730453286042e-05 -0.00046964744544940957 0.00048465119815415065 0.00052209468432217138 -0.00070100616422989509 -0.00042765202069857577 0.00027953023831640681 0.00069854057285249839 -0.00045503386017775431 -0.00021327065006450735
leaf_weight=0.0010710631404040973 0.0010006307074609646 0.0011532324664045883 0.0011084473670556977 0.0010424891637286762 0.0010100989422350418 0.0016882942100318044 0.0011537430365965644 0.0010312751906351517 0.0014824785399830814
leaf_count=372 355 348 291 675 538 138 191 78 135
internal_value=0 3.55355e-05 -1.84842e-05 -8.91496e-05 -3.38138e-06 6.33006e-05 0.000323771 -7.46077e-05 4.91237e-05
internal_weight=0 0.0107411 0.00958789 0.00847944 0.00743695 0.00642685 0.00222481 0.00420205 0.00317077
internal_count=3121 2766 2418 2127 1452 914 563 351 273
is_linear=0
shrinkage=0.00196078


Tree=4874
num_leaves=7
num_cat=0
split_feature=1 4 43 12 2 15
split_gain=1.70914e-05 4.20481e-05 4.74339e-05 2.77007e-05 4.38007e-05 5.52235e-05
threshold=0.090405000000000013 -0.15764999999999998 -0.014584999999999999 0.10097500000000002 0.11474000000000002 -0.07490999999999999
decision_type=2 2 2 2 2 2
left_child=1 -1 -3 4 5 -2
right_child=3 2 -4 -5 -6 -7
leaf_value=0.0079243081675301804 0.0053746130052887385 -0.02734933861486203 -0.0015162157167483777 0.018369848640690953 0.015480877388624695 -0.021960950073908154
leaf_weight=0.0017348195863190813 0.0017182220923394132 0.001170134720231213 0.0018106008606175528 0.0010494399593769061 0.0013163164126507214 0.0012968302585834078
leaf_count=142 291 1048 810 164 268 398
internal_value=0 -0.00445344 -0.0116574 0.00379328 0.000261554 -0.00638292
internal_weight=0 0.00471556 0.00298074 0.00538081 0.00433137 0.00301505
internal_count=3121 2000 1858 1121 957 689
is_linear=0
shrinkage=0.1


Tree=4875
num_leaves=10
num_cat=0
split_feature=42 47 403 457 52 0 4 12 0
split_gain=4.62392e-05 7.117e-05 7.53289e-05 7.12583e-05 8.00546e-05 0.000104724 6.11833e-05 5.93543e-05 7.60384e-05
threshold=0.10194000000000002 0.11069000000000002 0.03138500000000001 0.045365000000000009 0.11434500000000002 -0.074479999999999977 -0.35136499999999998 0.085885000000000017 -0.14794999999999997
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 7 -7 8 -1
right_child=-2 -3 -4 -5 -6 6 -8 -9 -10
leaf_value=-0.0004435313150459463 -0.0004020820338866442 0.00046941773559787842 0.00045941277279765266 0.00030745753062082448 -0.00065385102277975865 -6.6241622666576359e-05 0.00055927765869965358 -0.00067890215955358475 0.00024696003871982797
leaf_weight=0.0013302382374268066 0.0010174852732963138 0.0012795671676291412 0.0011024275746873207 0.0014690434330907583 0.0010975066769219098 0.0012358671523264586 0.0011706557011127413 0.001066088461665551 0.0011374715582966868
leaf_count=109 355 148 318 249 355 165 303 657 462
internal_value=0 3.50061e-05 -2.28398e-05 -8.53362e-05 -0.000167326 -7.7438e-05 0.000238043 -0.000292281 -0.000125255
internal_weight=0 0.0108889 0.0096093 0.00850687 0.00703783 0.00594032 0.00240652 0.0035338 0.00246771
internal_count=3121 2766 2618 2300 2051 1696 468 1228 571
is_linear=0
shrinkage=0.00196078


Tree=4876
num_leaves=7
num_cat=0
split_feature=11 0 13 0 16 15
split_gain=1.78676e-05 2.30559e-05 3.84184e-05 5.69531e-05 5.35857e-05 3.44753e-05
threshold=0.076920000000000002 -0.019414999999999998 -0.011289999999999998 -0.099059999999999995 -0.070454999999999976 -0.0040799999999999994
decision_type=2 2 2 2 2 2
left_child=1 2 5 4 -4 -1
right_child=-2 -3 3 -5 -6 -7
leaf_value=-0.0037160761840600411 -0.012240117618803701 0.010924616948170715 -0.010753390902425398 -0.025640821443144765 0.016426709832699445 0.018459163167250773
leaf_weight=0.0013514284306509784 0.0010754308462985517 0.0019818400405224382 0.0018285695789666693 0.0012092230150103755 0.001202251151797163 0.001456873052158786
leaf_count=975 226 261 148 656 124 731
internal_value=0 0.00139551 -0.00128386 -0.00729232 2.82786e-05 0.00778786
internal_weight=0 0.00903019 0.00704835 0.00424004 0.00303082 0.0028083
internal_count=3121 2895 2634 928 272 1706
is_linear=0
shrinkage=0.1


Tree=4877
num_leaves=8
num_cat=0
split_feature=1 12 42 12 16 15 3
split_gain=1.78524e-05 3.27712e-05 4.16456e-05 2.49018e-05 4.14832e-05 6.02359e-05 1.48763e-05
threshold=0.090405000000000013 0.088245000000000004 0.084635000000000016 0.10097500000000002 -0.074319999999999983 -0.074054999999999996 -0.055119999999999995
decision_type=2 2 2 2 2 2 2
left_child=1 6 -3 4 -2 -6 -1
right_child=3 2 -4 -5 5 -7 -8
leaf_value=-0.02184152736370136 -0.010076293647522348 -0.0077251301261134749 0.018576096062095433 0.017708770082151448 0.027899499590542012 -0.004511500457471891 -0.0055479026690896582
leaf_weight=0.001066000529027156 0.0019887146849242084 0.0014208611033295331 0.0010446585680141916 0.0010493797562479857 0.0010145019652199438 0.0013188697438437892 0.0011813163123432897
leaf_count=865 426 484 458 164 193 338 193
internal_value=0 -0.0045424 0.00341889 0.00389063 0.000535654 0.00958013 -0.0132767
internal_weight=0 0.00471284 0.00246552 0.00537147 0.00432209 0.00233337 0.00224732
internal_count=3121 2000 942 1121 957 531 1058
is_linear=0
shrinkage=0.1


Tree=4878
num_leaves=9
num_cat=0
split_feature=4 0 157 160 133 13 15 4
split_gain=4.90854e-05 8.17162e-05 4.44479e-05 6.74631e-05 5.47767e-05 8.87003e-05 9.74181e-05 5.96737e-05
threshold=-0.49405499999999997 1.0000000180025095e-35 -0.074309999999999987 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.074044999999999986 1.0000000180025095e-35 0.053180000000000012
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 -5 -6 7 -7
right_child=1 -3 3 4 5 6 -8 -9
leaf_value=-0.00039964682929674182 0.00035613027246220473 0.0005180769626258226 -0.00050058449847539463 -0.00040150328329535088 0.00044788647156154457 -0.00020459189174769688 -0.00058339169251930497 0.0003372467108108064
leaf_weight=0.0010654284327416509 0.0010673852929886539 0.0012251298388950725 0.0011920753934560593 0.0010869167594360022 0.0017538045669737243 0.0014017384543814028 0.0010845455292216311 0.0017659479198759466
leaf_count=156 347 186 614 691 410 210 334 173
internal_value=0 4.19068e-05 -2.04696e-05 -6.89882e-05 3.54798e-06 7.68504e-05 -7.61809e-05 9.74768e-05
internal_weight=0 0.0105775 0.00935241 0.00828503 0.00709295 0.00600604 0.00425223 0.00316769
internal_count=3121 2965 2779 2432 1818 1127 717 383
is_linear=0
shrinkage=0.00196078


Tree=4879
num_leaves=9
num_cat=0
split_feature=1 42 160 16 2 15 43 3
split_gain=1.66351e-05 3.70654e-05 3.58978e-05 5.19033e-05 5.73841e-05 6.66002e-05 2.29553e-05 6.83232e-06
threshold=0.13146500000000003 0.092395000000000019 0.088405000000000011 -0.49446999999999991 0.086950000000000013 -0.0088349999999999974 -0.074974999999999986 -0.014944999999999998
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 -1 6 -6 -5 -7
right_child=-2 -3 -4 4 5 7 -8 -9
leaf_value=0.019109569143276731 0.011955019717751227 -0.016824783733635124 0.017861818506728119 0.017721220522497454 -0.033006142225324796 -0.0089913191135948811 -0.0021334260538154247 0.0026091681855781881
leaf_weight=0.0010265088694471607 0.0010369088757320013 0.0013316106011517807 0.0011122116323483344 0.0010238760779692694 0.0011770126258928526 0.0010015825840600091 0.0013502494823577982 0.0010296443450346937
leaf_count=137 234 570 267 365 522 380 556 90
internal_value=0 -0.00141679 0.00124053 -0.00155667 -0.00535687 -0.0140786 0.00642918 -0.00311094
internal_weight=0 0.0090527 0.00772109 0.00660887 0.00558237 0.00320824 0.00237413 0.00203123
internal_count=3121 2887 2317 2050 1913 992 921 470
is_linear=0
shrinkage=0.1


Tree=4880
num_leaves=8
num_cat=0
split_feature=48 2 52 3 0 4 15
split_gain=5.40395e-05 7.66669e-05 7.76027e-05 9.45081e-05 7.06676e-05 0.000156309 6.9662e-05
threshold=0.11951500000000001 0.11293500000000002 0.10160000000000001 0.090900000000000009 -0.084269999999999984 0.053180000000000012 0.013270000000000002
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 4 5 -1 -6
right_child=-2 -3 -4 -5 6 -7 -8
leaf_value=-0.0008319335538458845 -0.00042913802247370928 0.00039689942640362344 -0.00043375022438477113 0.00045322582331335111 -0.00011467260950821743 0.00011108654478294228 0.00053161643025688107
leaf_weight=0.0011988684572002571 0.0010567397373888168 0.0018625678568723733 0.0015851221927570512 0.0016745841864615196 0.0015771809258821197 0.0015487936942279311 0.0010804928360705463
leaf_count=750 114 440 477 148 490 195 507
internal_value=0 3.59901e-05 -4.15881e-05 4.6213e-05 -7.98804e-05 -0.000300375 0.00014808
internal_weight=0 0.0105276 0.00866504 0.00707992 0.00540534 0.00274766 0.00265767
internal_count=3121 3007 2567 2090 1942 945 997
is_linear=0
shrinkage=0.00196078


Tree=4881
num_leaves=8
num_cat=0
split_feature=131 150 16 12 0 4 15
split_gain=1.59865e-05 3.1866e-05 4.47548e-05 6.52722e-05 0.000111626 5.82373e-05 5.04109e-05
threshold=0.084390000000000007 0.090735000000000024 0.0065250000000000004 0.090020000000000017 -0.084269999999999984 -0.10429499999999998 -0.094549999999999981
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 4 6 -4 -1
right_child=-2 -3 5 -5 -6 -7 -8
leaf_value=0.00041450140782545462 -0.011941288022674544 0.017181765572904347 -0.0032059001845723572 -0.026700660692154123 0.027740787562777432 0.02555952748469207 -0.026865348838515442
leaf_weight=0.0016878318758204404 0.0010158600161784903 0.0011073642394414584 0.0016531219447818921 0.0012225763127616104 0.001044176770750584 0.0012256282622784892 0.0011315115264063343
leaf_count=276 492 238 253 601 351 364 546
internal_value=0 0.00128712 -0.000922732 -0.00656223 -0.000189609 0.00904098 -0.010534
internal_weight=0 0.00907221 0.00796485 0.0050861 0.00386352 0.00287875 0.00281934
internal_count=3121 2629 2391 1774 1173 617 822
is_linear=0
shrinkage=0.1


Tree=4882
num_leaves=8
num_cat=0
split_feature=4 42 47 133 160 51 2
split_gain=1.5699e-05 2.79696e-05 4.11671e-05 5.01233e-05 9.36456e-05 3.66108e-05 3.31035e-05
threshold=0.27044500000000005 0.092145000000000019 0.09550500000000002 0.083950000000000011 -0.025879999999999997 0.078435000000000019 0.090545000000000014
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 4 -1 6 -6
right_child=-2 -3 -4 -5 5 -7 -8
leaf_value=0.017363879819181575 0.0093057824124554295 -0.015507698043178872 0.018001203736303224 0.013065733242341414 -0.035597858040752932 -0.0013977462567146665 -0.011670593990290173
leaf_weight=0.0011167264641252844 0.0015245933838066135 0.0012534919483488194 0.0011527908224453903 0.0015315967539206816 0.0011143046205940603 0.0011567853870651434 0.0012018560642636305
leaf_count=339 365 544 204 618 572 178 301
internal_value=0 -0.00171153 0.000665878 -0.00259881 -0.00782614 -0.015926 -0.023182
internal_weight=0 0.00852755 0.00727406 0.00612127 0.00458967 0.00347295 0.00231616
internal_count=3121 2756 2212 2008 1390 1051 873
is_linear=0
shrinkage=0.1


Tree=4883
num_leaves=9
num_cat=0
split_feature=48 4 13 3 4 13 51 2
split_gain=3.87045e-05 6.44979e-05 6.1008e-05 8.75321e-05 0.000107971 6.19275e-05 4.50569e-05 4.6193e-05
threshold=0.11951500000000001 0.36766000000000004 -0.017449999999999997 -0.078934999999999991 0.022185000000000003 0.18141000000000002 1.0000000180025095e-35 0.088225000000000012
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -5 6 7 -4
right_child=-2 -3 5 4 -6 -7 -8 -9
leaf_value=-0.00063450439227749817 -0.00036983613016592986 0.00044506073785834988 0.00012274282078765037 0.0003520887396761288 -0.00044217967886219325 -0.00025021803269905085 -9.181502031244369e-05 0.00062427251394198103
leaf_weight=0.0012658755424245589 0.0010071515173568487 0.001279873450581265 0.0014406562082980852 0.0014516853720853932 0.0012035456079599509 0.0013536140591990098 0.0011501410831056876 0.0013846976131033713
leaf_count=930 114 302 435 434 186 136 196 388
internal_value=0 3.25084e-05 -2.45729e-05 -0.000210212 -7.93202e-06 0.000112019 0.000235357 0.000368541
internal_weight=0 0.0105301 0.00925022 0.00392111 0.00265523 0.00532911 0.00397549 0.00282535
internal_count=3121 3007 2705 1550 620 1155 1019 823
is_linear=0
shrinkage=0.00196078


Tree=4884
num_leaves=7
num_cat=0
split_feature=133 160 151 16 16 1
split_gain=1.50731e-05 4.50217e-05 4.16992e-05 6.20464e-05 0.000112377 8.24173e-05
threshold=-0.085499999999999979 -1.0000000180025095e-35 -0.0083949999999999979 -0.056919999999999991 0.38525000000000004 0.089770000000000016
decision_type=2 2 2 2 2 2
left_child=-1 -2 -3 5 -5 -4
right_child=1 2 3 4 -6 -7
leaf_value=0.010687234677820052 -0.015089389794685238 -0.013942486019802192 -0.005707838801363864 -0.022609266624144989 0.020334606722346889 0.027774942822096801
leaf_weight=0.0011588528685734381 0.0018996889573907154 0.0012929029907065197 0.0011695121450190629 0.0015426318093861519 0.001007229590465562 0.0019793712570647702
leaf_count=488 866 318 570 323 238 318
internal_value=0 -0.00143803 0.00227115 0.00594962 -0.00564586 0.0153393
internal_weight=0 0.00889134 0.00699165 0.00569874 0.00254986 0.00314888
internal_count=3121 2633 1767 1449 561 888
is_linear=0
shrinkage=0.1


Tree=4885
num_leaves=9
num_cat=0
split_feature=4 0 157 160 52 0 48 0
split_gain=3.4908e-05 7.98063e-05 4.55629e-05 6.10829e-05 4.55101e-05 7.55202e-05 7.40206e-05 7.38006e-05
threshold=-0.49405499999999997 -1.0000000180025095e-35 -0.074309999999999987 -1.0000000180025095e-35 0.077655000000000016 -0.10011499999999998 0.086260000000000017 -0.11756999999999999
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 5 6 7 -5
right_child=1 -3 3 4 -6 -7 -8 -9
leaf_value=-0.00035426330690402818 0.00035030511042987724 0.000496760909628257 -0.00050568483117276446 -6.0579973068378922e-05 0.00027928103393564871 -0.00043735862455512929 -0.00025382203976042695 0.00068460377189034926
leaf_weight=0.0010232904236313735 0.0010337765454561431 0.0012184399679880725 0.0011488367629663978 0.0010386650454098784 0.0015441934896124271 0.001751181687092122 0.0016335832244200044 0.001005731946129006
leaf_count=156 347 186 614 179 614 812 144 69
internal_value=0 2.53313e-05 -3.74047e-05 -8.67517e-05 -1.77338e-05 -0.000102213 5.73592e-05 0.00030601
internal_weight=0 0.0103744 0.00915597 0.00812219 0.00697336 0.00542916 0.00367798 0.0020444
internal_count=3121 2965 2779 2432 1818 1204 392 248
is_linear=0
shrinkage=0.00196078


Tree=4886
num_leaves=8
num_cat=0
split_feature=47 4 4 2 48 0 0
split_gain=1.64301e-05 4.88719e-05 6.10429e-05 4.38723e-05 5.2637e-05 4.91996e-05 3.50815e-05
threshold=0.11893500000000001 0.24564500000000003 0.055260000000000011 0.11093500000000002 0.083985000000000018 0.047850000000000011 -0.084269999999999984
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 -1
right_child=-2 -3 -4 -5 -6 -7 -8
leaf_value=-0.01430021232604891 -0.012172883711061313 0.015931273326352326 -0.023456686450372379 0.019421896679953525 0.014582383639669122 -0.026869846580598988 0.0093171698835101124
leaf_weight=0.0011332007811641069 0.0010046966096815832 0.0018239366228272012 0.0011552472710760356 0.0011275316008587319 0.0013269335246385672 0.0010554422776266753 0.0014134304690512382
leaf_count=713 115 397 233 246 360 145 912
internal_value=0 0.00130732 -0.00239123 0.00162688 -0.00244381 -0.00871593 -0.0011921
internal_weight=0 0.00903572 0.00721179 0.00605654 0.00492901 0.00360207 0.00254663
internal_count=3121 3006 2609 2376 2130 1770 1625
is_linear=0
shrinkage=0.1


Tree=4887
num_leaves=8
num_cat=0
split_feature=11 3 3 13 1 48 0
split_gain=1.61048e-05 3.08348e-05 4.8018e-05 4.55875e-05 5.1777e-05 4.64525e-05 3.08786e-05
threshold=0.076920000000000002 -0.10519499999999998 -0.078934999999999991 -0.010384999999999998 1.0000000180025095e-35 0.085845000000000019 -0.11756999999999999
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -3 4 -4 6 -5
right_child=-2 2 3 5 -6 -7 -8
leaf_value=0.015760997182400933 -0.011677456839923194 -0.018399676541412033 -0.002000350822990148 0.015376047650914347 0.026197208513687339 -0.018840761887617768 -0.0076255365775495278
leaf_weight=0.0012724966177274461 0.001062655287799876 0.0013202889729467268 0.0012486316185768322 0.0011950572594807488 0.0013610046690058176 0.0014103601435411575 0.0011407484238372826
leaf_count=195 226 1329 347 133 486 185 220
internal_value=0 0.00134367 -0.00104635 0.00255845 0.0127055 -0.00451016 0.00414266
internal_weight=0 0.00894859 0.00767609 0.0063558 0.00260964 0.00374617 0.00233581
internal_count=3121 2895 2700 1371 833 538 353
is_linear=0
shrinkage=0.1


Tree=4888
num_leaves=10
num_cat=0
split_feature=48 48 51 0 0 16 13 15 49
split_gain=7.12799e-05 7.72035e-05 0.000119296 7.64095e-05 0.000127343 8.1104e-05 5.24535e-05 3.62877e-05 5.92765e-05
threshold=0.11951500000000001 0.092475000000000016 0.086310000000000012 -0.10011499999999998 -0.077999999999999986 0.22339500000000004 1.0000000180025095e-35 -0.10324499999999999 -0.006494999999999999
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 7 -5 6 -6 -1 -9
right_child=-2 -3 -4 4 5 -7 -8 8 -10
leaf_value=-7.8941005867092424e-06 -0.0004933191411731438 0.00049333004457174576 -0.00064312127919721935 -0.00066424426169537948 0.00063109498808227736 -0.00023349053199848884 1.6861445650988751e-05 8.8293829228550778e-05 0.00071742370142910297
leaf_weight=0.0011061683091720276 0.0010526291378640815 0.0012801244571231758 0.0010496400778294427 0.001164358207741285 0.001096942205396992 0.001794176535738439 0.0010425352231588866 0.0010794385236832038 0.001234039788200917
leaf_count=162 114 251 320 1150 397 300 152 143 132
internal_value=0 4.11061e-05 -1.94024e-05 5.74591e-05 -9.46424e-05 7.39593e-05 0.000331788 0.000284212 0.00042388
internal_weight=0 0.0108474 0.0095673 0.00851766 0.00509801 0.00393365 0.00213948 0.00341965 0.00231348
internal_count=3121 3007 2756 2436 1999 849 549 437 275
is_linear=0
shrinkage=0.00196078


Tree=4889
num_leaves=7
num_cat=0
split_feature=15 43 16 0 0 2
split_gain=1.51134e-05 3.65235e-05 7.23646e-05 5.12598e-05 3.58573e-05 6.80189e-05
threshold=-0.11713499999999999 -0.17390999999999998 0.22339500000000004 -0.062764999999999974 -0.10011499999999998 0.092875000000000013
decision_type=2 2 2 2 2 2
left_child=-1 -2 3 4 5 -3
right_child=1 2 -4 -5 -6 -7
leaf_value=-0.0085423943267986281 0.016545908462355593 0.016580006770853913 -0.022998003332990423 0.02175163229385612 -0.014230420874716938 -0.014700876701663246
leaf_weight=0.0017293269954257442 0.0013865060217056841 0.0018612596325938363 0.0012514322440498639 0.0012176527283714591 0.0014625489269294079 0.0011095188934785037
leaf_count=484 184 170 385 225 1471 202
internal_value=0 0.00173516 -0.00123991 0.0035785 -0.00141291 0.0048973
internal_weight=0 0.00828892 0.00690241 0.00565098 0.00443333 0.00297078
internal_count=3121 2637 2453 2068 1843 372
is_linear=0
shrinkage=0.1


Tree=4890
num_leaves=8
num_cat=0
split_feature=13 48 51 0 3 15 12
split_gain=1.49214e-05 3.41316e-05 5.27835e-05 6.91794e-05 3.29954e-05 8.12875e-05 0.000140803
threshold=-0.23438999999999996 0.11280000000000003 0.086310000000000012 -0.16360999999999995 -0.10519499999999998 0.088235000000000022 0.051320000000000005
decision_type=2 2 2 2 2 2 2
left_child=-1 2 3 -2 -5 6 -6
right_child=1 -3 -4 4 5 -7 -8
leaf_value=0.01015947366158754 0.028173794170449164 -0.01844249974624225 -0.020341531864258154 0.011279838042309524 0.0033532215995633972 0.015697581259542744 -0.043567131457334686
leaf_weight=0.0012553744146460875 0.001008978640907706 0.0010465929311352026 0.0010232102717811385 0.0017251673117060877 0.0016219123783698581 0.0012545185340213337 0.0010559753436507565
leaf_count=169 119 126 357 311 343 555 1141
internal_value=0 -0.00149987 0.000806062 0.00405188 -0.000250049 -0.00530827 -0.0151489
internal_weight=0 0.00873636 0.00768976 0.00666655 0.00565757 0.00393241 0.00267789
internal_count=3121 2952 2826 2469 2350 2039 1484
is_linear=0
shrinkage=0.1


Tree=4891
num_leaves=9
num_cat=0
split_feature=4 0 0 42 49 3 16 0
split_gain=2.53227e-05 6.31271e-05 3.50304e-05 7.155e-05 8.70985e-05 0.000173561 4.63205e-05 5.4966e-05
threshold=-0.49013999999999996 -1.0000000180025095e-35 -0.053834999999999994 0.091295000000000015 -0.00064499999999999985 0.090900000000000009 -0.27167499999999994 -0.084144999999999984
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 -2 -6 -8
right_child=1 -3 -4 -5 6 -7 7 -9
leaf_value=-0.00030242847532951765 -0.00092202735474891098 0.00045422862820091527 -0.00035754298157287206 0.00041004096659865699 -0.00024576694609335667 0.00018147263228911881 0.00040522571486752834 -0.00014551927255901324
leaf_weight=0.0010222258534185813 0.0011422346613924866 0.0011485102183474939 0.0011252360525627362 0.0014241095945950284 0.0011573199928286929 0.0010533033770833006 0.0020108338483763363 0.0010660875750086616
leaf_count=169 380 173 186 567 157 111 743 635
internal_value=0 2.13828e-05 -3.3982e-05 1.2375e-05 -7.57027e-05 -0.000392626 8.86285e-05 0.000214404
internal_weight=0 0.0101276 0.00897913 0.00785389 0.00642978 0.00219554 0.00423424 0.00307692
internal_count=3121 2952 2779 2593 2026 491 1535 1378
is_linear=0
shrinkage=0.00196078


Tree=4892
num_leaves=8
num_cat=0
split_feature=1 457 403 15 12 3 4
split_gain=1.47648e-05 3.56015e-05 3.14981e-05 5.17465e-05 5.70108e-05 8.11327e-05 4.94239e-05
threshold=0.13146500000000003 0.045365000000000009 0.03138500000000001 0.084050000000000014 0.090840000000000018 -0.0049599999999999991 0.056795000000000005
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 4 5 -1 -7
right_child=-2 -3 -4 -5 -6 6 -8
leaf_value=0.02426526780257246 0.011300431777776697 0.014105649120412012 0.011327861787320037 -0.027057528906993616 -0.016885604612236631 0.0071166731835422131 -0.022416848318088517
leaf_weight=0.0013279974188593986 0.0010292377674678997 0.0012778669116321638 0.0011508547004888342 0.0010407179457746782 0.0018723060484107648 0.0011986521582152297 0.0010746672962415136
leaf_count=695 234 274 321 845 487 156 109
internal_value=0 -0.00134724 -0.00392339 -0.00661775 -0.00273147 0.00462719 -0.00684472
internal_weight=0 0.00894306 0.0076652 0.00651434 0.00547362 0.00360132 0.00227332
internal_count=3121 2887 2613 2292 1447 960 265
is_linear=0
shrinkage=0.1


Tree=4893
num_leaves=9
num_cat=0
split_feature=159 2 43 15 0 16 1 3
split_gain=3.2971e-05 6.02738e-05 4.86287e-05 8.85293e-05 8.57138e-05 7.39388e-05 4.09187e-05 6.49208e-05
threshold=-1.0000000180025095e-35 0.088225000000000012 0.016310000000000002 -0.074054999999999996 -0.20211999999999997 -0.0057949999999999989 0.11146500000000002 -0.078934999999999991
decision_type=2 2 2 2 2 2 2 2
left_child=-1 6 3 4 -3 -5 7 -2
right_child=1 2 -4 5 -6 -7 -8 -9
leaf_value=-0.00045130737665907835 -0.0007757562789566185 -0.00018598023257536452 0.00032561923455061285 -0.00071354895741505082 0.00059409923356817083 -4.1289133003705323e-05 1.0215889592517458e-05 -0.0001367026040660909
leaf_weight=0.0010638453910698691 0.0011416518580871467 0.0010380138777348336 0.0015768717869622199 0.0010614396258406787 0.0011322490606518179 0.0015439640289932888 0.001183030690516799 0.0013153450011292053
leaf_count=509 820 51 274 280 411 355 182 239
internal_value=0 -8.82085e-05 2.70663e-05 -7.15125e-05 0.000220995 -0.000315167 -0.000289385 -0.000433641
internal_weight=0 0.00999257 0.00635254 0.00477567 0.00217026 0.0026054 0.00364003 0.002457
internal_count=3121 2612 1371 1097 462 635 1241 1059
is_linear=0
shrinkage=0.00196078


Tree=4894
num_leaves=10
num_cat=0
split_feature=150 151 151 4 15 0 43 13 13
split_gain=3.88847e-05 0.000104758 0.000101949 8.65088e-05 9.22932e-05 6.16051e-05 9.07389e-05 0.00010249 7.08667e-05
threshold=0.081835000000000019 -0.024429999999999997 -0.029339999999999995 0.40473500000000007 -0.10469999999999999 -0.10011499999999998 -0.074359999999999996 -0.095304999999999987 0.049530000000000012
decision_type=2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 4 -4 -6 8 -8 -7
right_child=1 -3 3 -5 5 6 7 -9 -10
leaf_value=-0.00063719649616141212 0.00066473096216825912 -0.00021215761458613514 -0.00060709826957220032 0.00055244101199679091 0.00036326838460986493 0.00051555928849570233 0.00011838854847424775 -0.00064245191359012753 -0.00017847978866383541
leaf_weight=0.0010314452535787185 0.0010814846755097321 0.0010157333257827658 0.0010152070630173636 0.0010161382668959313 0.0015977167382231127 0.0012859057613240745 0.001190953550259839 0.0015887757943204444 0.0010098233889229225
leaf_count=251 274 146 200 227 204 484 82 1091 162
internal_value=0 0.000240033 -5.43137e-05 1.47552e-05 -5.63083e-05 2.74848e-05 -7.82174e-05 -0.000316476 0.000210272
internal_weight=0 0.00209722 0.00973597 0.00870452 0.00768838 0.00667318 0.00507546 0.00277973 0.00229573
internal_count=3121 420 2701 2450 2223 2023 1819 1173 646
is_linear=0
shrinkage=0.00196078


Tree=4895
num_leaves=7
num_cat=0
split_feature=3 39 457 52 52 4
split_gain=1.59726e-05 2.86129e-05 4.63392e-05 5.98154e-05 6.18556e-05 4.33087e-05
threshold=0.13524500000000003 0.0046100000000000004 0.080930000000000016 0.10611000000000001 -0.0064899999999999992 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2
left_child=1 2 3 4 -1 -6
right_child=-2 -3 -4 -5 5 -7
leaf_value=-0.018576424058936367 0.0096260179671759233 0.013411873337087755 0.01443747116474943 -0.029360393976289534 0.016678867306294864 -0.0054848898609180042
leaf_weight=0.0017278348377385054 0.001432357386960831 0.001082532998624197 0.0011547969693728247 0.0010327442918208214 0.0016018602503280448 0.0019608535144358327
leaf_count=829 192 335 176 469 815 305
internal_value=0 -0.00178322 -0.00398287 -0.0073469 -0.00304975 0.00448033
internal_weight=0 0.00856062 0.00747809 0.00632329 0.00529055 0.00356271
internal_count=3121 2929 2594 2418 1949 1120
is_linear=0
shrinkage=0.1


Tree=4896
num_leaves=9
num_cat=0
split_feature=48 2 52 159 133 13 13 49
split_gain=7.46838e-05 8.63393e-05 6.53236e-05 8.79978e-05 8.93133e-05 0.000188322 7.49272e-05 6.1285e-05
threshold=0.12474000000000002 0.11293500000000002 0.10160000000000001 0.082585000000000006 -0.0061299999999999992 -0.084034999999999985 0.021350000000000004 -0.014989999999999998
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 -6 7 -7
right_child=-2 -3 -4 -5 5 6 -8 -9
leaf_value=-0.00039888852074018277 -0.00051963724761655908 0.00040664246418912889 -0.00040146685993110111 -0.00048478629129149664 0.0009795179534886401 -0.0001561041936870002 -0.00035167617221909823 0.0004299924325728904
leaf_weight=0.0010555489197467431 0.0010118337097899345 0.001990322118374019 0.0016179365083214279 0.0010763976074330255 0.0010266704974167514 0.0010820041125651249 0.0012850810571856611 0.0018737829437331125
leaf_count=557 102 444 477 323 322 154 222 520
internal_value=0 3.70148e-05 -4.45693e-05 3.34682e-05 0.000121692 0.00022601 4.35936e-05 0.000215444
internal_weight=0 0.0110077 0.00901742 0.00739949 0.00632309 0.00526754 0.00424087 0.00295579
internal_count=3121 3019 2575 2098 1775 1218 896 674
is_linear=0
shrinkage=0.00196078


Tree=4897
num_leaves=9
num_cat=0
split_feature=15 151 12 4 4 4 1 3
split_gain=6.56992e-05 6.64858e-05 7.22932e-05 7.48455e-05 9.34069e-05 7.11939e-05 6.3733e-05 6.01287e-05
threshold=-0.24436499999999997 -0.086944999999999981 0.086850000000000024 0.09173000000000002 0.0061450000000000003 0.09173000000000002 0.07863500000000001 -0.088084999999999983
decision_type=2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 6 7 -3 -4
right_child=1 2 5 -5 -6 -7 -8 -9
leaf_value=0.00046010751625388081 0.00041528496748599093 1.1430007121237018e-05 0.00025140069886309851 -0.00071709533629521244 0.00026014935702159349 0.00043060109359767721 -0.00060489062084229735 -0.00033430861360394165
leaf_weight=0.001037630361490227 0.0010338225746562403 0.0010760367116647951 0.0011170190045129323 0.0011013105987543728 0.0014451282872777454 0.001468515755678375 0.0016106456222520281 0.0016985944330460245
leaf_count=253 248 490 369 129 116 151 348 1017
internal_value=0 -5.69725e-05 -0.000108272 -0.000262895 -0.00014183 8.06019e-05 -0.00035805 -0.000101944
internal_weight=0 0.0105511 0.00951725 0.00523312 0.00413181 0.00428413 0.00268668 0.00281561
internal_count=3121 2868 2620 1083 954 1537 838 1386
is_linear=0
shrinkage=0.00196078


Tree=4898
num_leaves=10
num_cat=0
split_feature=15 4 0 0 16 51 12 16 12
split_gain=5.90055e-05 4.36655e-05 0.000112337 5.63977e-05 8.47584e-05 5.07048e-05 6.37648e-05 6.71806e-05 3.0227e-05
threshold=-0.24436499999999997 -0.49405499999999997 -0.0058249999999999994 -0.053834999999999994 0.0047850000000000011 0.078435000000000019 0.088105000000000003 -0.084119999999999986 0.092355000000000007
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 5 6 7 -3 -8
right_child=1 2 -4 -5 -6 -7 8 -9 -10
leaf_value=0.00043488247925206787 -0.0004347608108453703 -0.00077403268900493331 0.00055764182840540471 -0.00052233660527930149 0.00046247539905573307 0.00019834075035814574 0.00025841533436276145 -0.00013899109218820093 -0.00019857385202971632
leaf_weight=0.0010494937187673194 0.0010366073801847875 0.0011712862173966522 0.0011720607554001746 0.0010205963731657426 0.0011347668388039071 0.0014745019711705073 0.0010938790773635911 0.0014132495681734877 0.0011326853059190622
leaf_count=253 156 369 134 150 434 329 349 549 398
internal_value=0 -5.24163e-05 -1.11868e-05 -9.01708e-05 -3.07308e-05 -0.000119771 -0.000217266 -0.000426786 2.59384e-05
internal_weight=0 0.0106496 0.00961303 0.00844097 0.00742037 0.0062856 0.0048111 0.00258454 0.00222656
internal_count=3121 2868 2712 2578 2428 1994 1665 918 747
is_linear=0
shrinkage=0.00196078


Tree=4899
num_leaves=8
num_cat=0
split_feature=4 16 2 52 3 4 0
split_gain=1.85958e-05 2.824e-05 4.11048e-05 4.01277e-05 5.82689e-05 5.83246e-05 0.000145185
threshold=0.27287000000000006 -0.36241499999999999 0.10981000000000002 0.10160000000000001 0.090900000000000009 0.053180000000000012 -0.084269999999999984
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 4 5 6 -3
right_child=-2 2 -4 -5 -6 -7 -8
leaf_value=-0.017080857901733412 0.01014240431484518 -0.043252459701013005 0.015432990698819891 -0.021644155948930953 0.020197943275762312 0.014517238223762712 0.0038270966574750981
leaf_weight=0.0010779952998779012 0.0014939745188284085 0.0010183795200795203 0.0014371741978439403 0.0010034876107772031 0.0011351009315522242 0.0010580535243283943 0.0018358511171952384
leaf_count=139 352 743 370 386 107 148 876
internal_value=0 -0.00194811 0.000230438 -0.0033804 0.00025068 -0.00553677 -0.0129707
internal_weight=0 0.00856604 0.00748805 0.00605087 0.00504739 0.00391228 0.00285423
internal_count=3121 2769 2630 2260 1874 1767 1619
is_linear=0
shrinkage=0.1


Tree=4900
num_leaves=10
num_cat=0
split_feature=4 0 1 52 15 15 49 3 13
split_gain=4.51449e-05 0.000109488 4.55413e-05 5.5975e-05 4.30165e-05 8.8836e-05 6.49536e-05 9.80088e-05 6.19283e-05
threshold=-0.49405499999999997 -1.0000000180025095e-35 0.077565000000000009 0.083680000000000018 0.035560000000000008 -0.018314999999999994 -0.043469999999999995 0.095270000000000007 -0.0051199999999999987
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 6 -4 8 -8
right_child=1 -3 4 -5 -6 -7 7 -9 -10
leaf_value=-0.00040144785988506119 -0.00059695325954369242 0.00057708401665227554 0.00036085381797663625 3.7778019459034261e-05 -0.00032257195485622459 0.00061430141547007603 -0.0002241647424983185 -0.00052180916765941297 0.00042524369019427088
leaf_weight=0.0010198113856203827 0.001116149105248156 0.0012443300243112623 0.0013400212432552743 0.0010244317500202986 0.0011153309960988088 0.0010541161400066763 0.0010694107098857737 0.0015450993202968041 0.0011959073290442965
leaf_count=156 843 186 188 708 367 136 288 140 109
internal_value=0 3.0304e-05 -4.16137e-05 -0.000293186 3.19545e-05 9.56842e-05 -1.04588e-05 -0.000141039 0.000118671
internal_weight=0 0.0107048 0.00946047 0.00214058 0.00731989 0.00620455 0.00515044 0.00381042 0.00226532
internal_count=3121 2965 2779 1551 1228 861 725 537 397
is_linear=0
shrinkage=0.00196078


Tree=4901
num_leaves=7
num_cat=0
split_feature=4 151 12 160 1 2
split_gain=1.51813e-05 2.48436e-05 4.8534e-05 4.23801e-05 4.35947e-05 3.30915e-05
threshold=0.27287000000000006 -0.024429999999999997 0.088305000000000008 1.0000000180025095e-35 0.080000000000000016 0.088555000000000009
decision_type=2 2 2 2 2 2
left_child=1 -1 3 4 -3 -4
right_child=-2 2 5 -5 -6 -7
leaf_value=0.010494725244842096 0.0091452319670862325 0.010949010662239191 0.015498894548155987 -0.029174528775168913 -0.014504280960283373 -0.0048004939265115535
leaf_weight=0.0013842322438651451 0.0014970356877667757 0.0010428618208711473 0.0015503525407491677 0.0010150269865192249 0.0018967369080113534 0.0016660700591699979
leaf_count=451 352 570 516 200 323 709
internal_value=0 -0.00177054 -0.00413812 -0.0115575 -0.00547439 0.00498404
internal_weight=0 0.00855528 0.00717105 0.00395463 0.0029396 0.00321642
internal_count=3121 2769 2318 1093 893 1225
is_linear=0
shrinkage=0.1


Tree=4902
num_leaves=9
num_cat=0
split_feature=13 43 2 13 2 0 4 3
split_gain=1.55657e-05 3.3704e-05 4.89673e-05 8.04761e-05 4.76195e-05 4.07861e-05 3.8298e-05 3.34556e-05
threshold=0.19762500000000002 -0.074359999999999996 0.099185000000000009 -0.014169999999999999 0.11215000000000001 -0.14226499999999997 0.0049200000000000008 -0.08824499999999999
decision_type=2 2 2 2 2 2 2 2
left_child=1 7 3 -3 -4 -6 -5 -1
right_child=-2 2 4 6 5 -7 -8 -9
leaf_value=-0.0020748233865433398 -0.011474468090819791 -0.031565053675826259 0.022809044157493363 -0.011557664924100425 -0.016868129999872548 0.01155185867569798 0.014713491955544056 0.021991448869681685
leaf_weight=0.0010225204340355216 0.0010796499122118332 0.0012013595599503343 0.001147748358927953 0.0012059454432205713 0.0010128322602032669 0.0010070569017571239 0.0010278640823536064 0.001327614002623331
leaf_count=281 150 747 237 404 82 297 112 811
internal_value=0 0.00123613 -0.00242436 -0.0106939 0.00654363 -0.00269877 0.000530733 0.0115204
internal_weight=0 0.00895294 0.00660281 0.00343517 0.00316764 0.00201989 0.00223381 0.00235013
internal_count=3121 2971 1879 1263 616 379 516 1092
is_linear=0
shrinkage=0.1


Tree=4903
num_leaves=10
num_cat=0
split_feature=48 48 51 0 42 12 16 13 1
split_gain=4.55193e-05 0.000120748 0.000105223 7.12501e-05 5.51542e-05 5.53051e-05 4.23319e-05 8.88226e-05 8.25722e-05
threshold=0.11951500000000001 0.092475000000000016 0.086310000000000012 -0.16360999999999995 0.086325000000000013 0.09141500000000001 0.22339500000000004 -0.084034999999999985 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 6 -6 7 -5 -9
right_child=-2 -3 -4 4 5 -7 -8 8 -10
leaf_value=0.00050087814315897313 -0.00039300992527414489 0.00058301308300438175 -0.00063092847740309395 0.00063754482791077561 -0.00061398581155741149 -2.6966529451164647e-06 -0.00023790091982556547 -0.00044498142190643947 0.0002406773367192807
leaf_weight=0.0010662437128766203 0.0010659002344448427 0.0013401879281154843 0.0010503440514136016 0.0011199489413631575 0.0010922797986733226 0.0011878263837013028 0.0013049965659654543 0.0010708993242985305 0.0018278373062756777
leaf_count=120 114 251 320 355 487 408 213 510 343
internal_value=0 3.12653e-05 -4.48064e-05 2.62003e-05 -4.03616e-05 -0.000295533 6.89272e-05 0.000168564 -1.26301e-05
internal_weight=0 0.0110606 0.00972038 0.00867003 0.00760379 0.00228011 0.00532368 0.00401869 0.00289874
internal_count=3121 3007 2756 2436 2316 895 1421 1208 853
is_linear=0
shrinkage=0.00196078


Tree=4904
num_leaves=7
num_cat=0
split_feature=150 15 16 16 43 43
split_gain=1.42589e-05 3.28209e-05 6.21554e-05 8.7168e-05 5.3239e-05 7.12103e-05
threshold=0.081835000000000019 -0.037864999999999989 -0.056919999999999991 -0.27167499999999994 -0.084004999999999982 0.016310000000000002
decision_type=2 2 2 2 2 2
left_child=1 2 3 -1 -3 -6
right_child=-2 4 -4 -5 5 -7
leaf_value=-0.020382440296367339 0.0079867863339866656 0.017261546983785455 -0.029056646539785336 0.020731476269165709 -0.018760947448165602 0.010419689618420028
leaf_weight=0.0010217852274543259 0.0017827599954643543 0.0017441531163283528 0.0011011572254451224 0.0010411108050399239 0.0016861387593978205 0.0016592100846628058
leaf_count=231 420 375 543 327 926 299
internal_value=0 -0.00187519 -0.00987298 0.000367099 0.0030969 -0.00428807
internal_weight=0 0.00825356 0.00316405 0.0020629 0.0050895 0.00334535
internal_count=3121 2701 1101 558 1600 1225
is_linear=0
shrinkage=0.1


Tree=4905
num_leaves=8
num_cat=0
split_feature=43 43 16 16 0 4 42
split_gain=1.89311e-05 4.91239e-05 6.37821e-05 7.89437e-05 5.03136e-05 5.25567e-05 2.74575e-05
threshold=-0.092909999999999979 -0.074359999999999996 0.22339500000000004 -0.008904999999999998 -0.10224499999999999 0.033845000000000007 0.085465000000000013
decision_type=2 2 2 2 2 2 2
left_child=6 -2 3 4 5 -3 -1
right_child=1 2 -4 -5 -6 -7 -8
leaf_value=-0.018975229503811204 0.020833559444002746 0.0053795553698083587 -0.023860519203360304 0.024923315437824278 0.010116853235167105 -0.023394120142701879 0.003664800535673151
leaf_weight=0.0011490813001515418 0.0011949935218734447 0.0010524547239976535 0.0010457307819544516 0.0012741286462960239 0.0016863089024910659 0.0015996437005548134 0.0010034923330754938
leaf_count=323 767 126 256 302 974 231 142
internal_value=0 0.00216463 -0.00118598 0.00303876 -0.00338843 -0.0119756 -0.00842084
internal_weight=0 0.00785326 0.00665827 0.00561254 0.00433841 0.0026521 0.00215257
internal_count=3121 2656 1889 1633 1331 357 465
is_linear=0
shrinkage=0.1


Tree=4906
num_leaves=7
num_cat=0
split_feature=4 42 49 160 0 52
split_gain=2.04202e-05 2.73131e-05 3.99536e-05 5.93913e-05 5.90842e-05 7.82535e-05
threshold=0.27287000000000006 0.092620000000000022 -0.00064499999999999985 0.079055000000000014 -0.10011499999999998 0.083680000000000018
decision_type=2 2 2 2 2 2
left_child=1 2 3 -1 -4 -6
right_child=-2 -3 4 -5 5 -7
leaf_value=-0.026314025139077154 0.010677606015184747 -0.01583523118765557 0.020549930536707169 0.0057130052287929171 -0.018408362262339134 0.012646193515286619
leaf_weight=0.0011733425813969904 0.0014940311662278343 0.0012216145968887218 0.0016935293083679488 0.0011431084638893873 0.0015829183553835262 0.0016648852358631678
leaf_count=341 352 526 248 179 849 626
internal_value=0 -0.00200154 0.000326912 -0.0105095 0.00540693 -0.00248921
internal_weight=0 0.0084794 0.00725778 0.00231645 0.00494133 0.0032478
internal_count=3121 2769 2243 520 1723 1475
is_linear=0
shrinkage=0.1


Tree=4907
num_leaves=7
num_cat=0
split_feature=1 43 3 12 0 13
split_gain=1.8309e-05 3.11172e-05 4.97415e-05 2.2399e-05 4.27533e-05 3.43455e-05
threshold=0.104035 -0.080084999999999976 0.12178000000000001 0.088245000000000004 -0.10096999999999999 -0.016469999999999995
decision_type=2 2 2 2 2 2
left_child=3 -2 -3 4 -1 -5
right_child=1 2 -4 5 -6 -7
leaf_value=0.00057928817033039211 -0.0093191776599511316 0.021821106589810926 -0.0052163411159245323 -0.0054782168415786698 -0.022518806472973926 0.017518859635314236
leaf_weight=0.0019116340587148725 0.0010610977177627503 0.0016654348715727445 0.0011504813299202561 0.0017429780159556318 0.0013797014257605142 0.0010350815533082037
leaf_count=278 187 324 180 709 952 491
internal_value=0 0.00527513 0.0107746 -0.00352207 -0.00910325 0.0030903
internal_weight=0 0.00387701 0.00281592 0.0060694 0.00329134 0.00277806
internal_count=3121 691 504 2430 1230 1200
is_linear=0
shrinkage=0.1


Tree=4908
num_leaves=8
num_cat=0
split_feature=13 16 43 43 48 3 0
split_gain=1.76113e-05 2.9858e-05 6.04615e-05 4.86055e-05 7.06232e-05 4.7029e-05 4.69659e-05
threshold=-0.23438999999999996 0.23311500000000004 -0.092909999999999979 -0.063379999999999978 0.085845000000000019 -0.082974999999999979 -0.13455999999999999
decision_type=2 2 2 2 2 2 2
left_child=-1 2 -2 -4 5 -5 -7
right_child=1 -3 3 4 -6 6 -8
leaf_value=0.011040356337606952 -0.022166564243320336 0.012518870666313662 0.01968007442546011 0.021985032557532602 -0.022334686959211637 0.010818544701667326 -0.017217249352580941
leaf_weight=0.0012447764500377627 0.0014822716650711 0.0012654482305120849 0.0010725586619108347 0.0010207212342304753 0.0014491503810312792 0.0011576001196620419 0.0012350096444800627
leaf_count=169 386 417 796 457 205 125 566
internal_value=0 -0.00167833 -0.00410047 0.000411519 -0.00383871 0.00401387 -0.00365288
internal_weight=0 0.00868276 0.00741731 0.00593504 0.00486248 0.00341333 0.00239261
internal_count=3121 2952 2535 2149 1353 1148 691
is_linear=0
shrinkage=0.1


Tree=4909
num_leaves=9
num_cat=0
split_feature=159 2 1 12 0 1 43 2
split_gain=3.68084e-05 5.96601e-05 5.30359e-05 6.7397e-05 4.62396e-05 0.00014134 0.000129128 0.00010867
threshold=-1.0000000180025095e-35 0.088225000000000012 0.11588000000000001 0.081420000000000006 -0.15202999999999997 0.10124500000000002 0.016310000000000002 0.11215000000000001
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 7 6 -6 -3
right_child=1 4 -4 -5 5 -7 -8 -9
leaf_value=-0.00034943284593030242 2.8266313301657241e-05 0.00035161800501759175 0.00018806885621461256 -0.0006032184701107035 -0.00026272790344959252 0.00090407322700185126 0.00049624891274731926 -0.00054009210249162873
leaf_weight=0.0010803875217353922 0.0011804668284385296 0.0010442457614804326 0.0011340166451674323 0.0014454378132021833 0.0019702667983998051 0.0010030645401736967 0.0015319316103182849 0.0010575859117793176
leaf_count=509 173 78 152 916 652 338 221 82
internal_value=0 3.08794e-05 -0.0001663 -0.000319337 0.000143089 0.000255128 6.92637e-05 -9.70669e-05
internal_weight=0 0.010367 0.00375992 0.0026259 0.00660709 0.00450526 0.0035022 0.00210183
internal_count=3121 2612 1241 1089 1371 1211 873 160
is_linear=0
shrinkage=0.00196078


Tree=4910
num_leaves=8
num_cat=0
split_feature=1 42 2 13 0 4 2
split_gain=1.57128e-05 4.06577e-05 3.73402e-05 3.8413e-05 5.40766e-05 4.93632e-05 3.68189e-05
threshold=0.12500000000000003 0.092620000000000022 0.099185000000000009 -0.033284999999999988 -0.077809999999999976 0.0067750000000000006 0.10855000000000002
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 -1 5 -5 -4
right_child=-2 -3 6 4 -6 -7 -8
leaf_value=-0.0175792742562315 0.010181624196580225 -0.018672821808953775 0.02561290447185198 -0.022700296132772201 0.020768735846231505 0.0080486407553758948 0.0017258533629834528
leaf_weight=0.0014948627740451158 0.0012974194010925777 0.0012033698231219024 0.001000727853799763 0.0010423983417158084 0.0010224543453473886 0.0010459568565190213 0.0018166881752468516
leaf_count=887 279 548 239 537 214 102 315
internal_value=0 -0.00162189 0.00114227 -0.00440495 0.00192582 -0.00729963 0.0102104
internal_weight=0 0.00862646 0.00742309 0.00460567 0.00311081 0.00208836 0.00281742
internal_count=3121 2842 2294 1740 853 639 554
is_linear=0
shrinkage=0.1


Tree=4911
num_leaves=8
num_cat=0
split_feature=159 49 151 2 15 43 43
split_gain=4.86147e-05 3.98689e-05 7.86864e-05 6.05134e-05 0.000118139 0.000113297 6.13514e-05
threshold=-1.0000000180025095e-35 -0.080089999999999981 -0.044604999999999992 0.088225000000000012 -0.074054999999999996 0.016310000000000002 -0.074359999999999996
decision_type=2 2 2 2 2 2 2
left_child=-1 -2 -3 6 -5 -6 -4
right_child=1 2 3 4 5 -7 -8
leaf_value=-0.00040112391446971938 0.00032314669055390639 -0.00048088374329624409 0.00014038920062807295 0.0006953964614168864 -0.00032837464262232556 0.00041701610468412208 -0.00042578481788411304
leaf_weight=0.0010919960720264634 0.0015557791845049697 0.0012130337712535503 0.001384954578717109 0.0013142019651199563 0.001797347747808601 0.001390535338964622 0.0015700007740899735
leaf_count=509 243 362 335 401 453 158 660
internal_value=0 3.41224e-05 -1.77408e-05 5.75984e-05 0.000200699 -3.2397e-06 -0.000160425
internal_weight=0 0.0102259 0.00867007 0.00745704 0.00450209 0.00318788 0.00295496
internal_count=3121 2612 2369 2007 1012 611 995
is_linear=0
shrinkage=0.00196078


Tree=4912
num_leaves=9
num_cat=0
split_feature=14 15 16 133 52 0 2 13
split_gain=7.54526e-05 7.80051e-05 5.0155e-05 0.000103892 0.000221554 0.000103633 6.80733e-05 0.000111972
threshold=-1.0000000180025095e-35 -0.10653 -0.010264999999999998 1.0000000180025095e-35 0.091275000000000009 -0.053834999999999994 0.092875000000000013 -0.0034749999999999994
decision_type=2 2 2 2 2 2 2 2
left_child=-1 -2 6 4 5 -4 7 -3
right_child=1 2 3 -5 -6 -7 -8 -9
leaf_value=-0.0005069457973063702 0.00042746082990953856 0.0003921414148899775 0.00038537180582985523 -0.00038721318862717618 0.0010508617555882618 -0.00046067683552394639 -0.00047067266981069172 -0.00033893942259460906
leaf_weight=0.0010754894095362589 0.0016709927224896641 0.0015193700358774737 0.0010854106211949602 0.0011455791602739684 0.0010308731699245205 0.0011425838037295551 0.0018058899638016186 0.0017141712738295433
leaf_count=161 388 859 306 411 76 219 434 267
internal_value=0 3.69555e-05 -3.21403e-05 0.000120707 0.000299254 -4.85079e-05 -0.000165728 4.5794e-06
internal_weight=0 0.0111149 0.00944388 0.00440445 0.00325887 0.00222799 0.00503943 0.00323354
internal_count=3121 2960 2572 1012 601 525 1560 1126
is_linear=0
shrinkage=0.00196078


Tree=4913
num_leaves=9
num_cat=0
split_feature=133 13 159 50 3 47 1 15
split_gain=6.28358e-05 7.05072e-05 5.04294e-05 6.96453e-05 6.29741e-05 0.000104472 9.00589e-05 5.03335e-05
threshold=0.10622000000000002 -0.23438999999999996 0.082585000000000006 0.07826000000000001 -0.10519499999999998 0.10621500000000002 0.094385000000000011 -0.008624999999999999
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 6 7 -6
right_child=-2 2 -4 -5 5 -7 -8 -9
leaf_value=0.00048652615761516542 -0.00047819484271727566 0.00041656062490722748 -0.00039988219904674757 -0.00044790021299558438 -0.00034856290052474236 -0.0005781450589317544 0.00045660160734016129 0.0001744445767650465
leaf_weight=0.0011794503077926554 0.0010066601831908483 0.0018024831406496175 0.0011866186150010496 0.0010244019382705241 0.0014895457625648612 0.001003537570994955 0.0018423736338975902 0.0013474113199541428
leaf_count=157 435 231 396 446 437 105 311 603
internal_value=0 3.38575e-05 -2.12044e-05 3.15993e-05 9.72208e-05 -4.06684e-06 0.000119051 -0.000100161
internal_weight=0 0.0108758 0.00969637 0.00850975 0.00748535 0.00568287 0.00467933 0.00283696
internal_count=3121 2686 2529 2133 1687 1456 1351 1040
is_linear=0
shrinkage=0.00196078


Tree=4914
num_leaves=9
num_cat=0
split_feature=1 16 15 47 15 48 160 47
split_gain=1.60834e-05 4.40705e-05 5.62972e-05 2.82928e-05 5.97654e-05 4.75976e-05 6.25776e-05 3.5122e-05
threshold=0.077565000000000009 0.19444000000000003 0.035560000000000008 0.087235000000000021 0.035560000000000008 0.086035000000000014 -0.010514999999999998 0.11069000000000002
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 6 -2 -5
right_child=3 -3 -4 7 -6 -7 -8 -9
leaf_value=-0.030247528132968927 0.0068773859061066218 0.011686188954562457 0.0010228894379859736 -0.018665518761342498 -0.012985590521059846 -0.0024928849431669706 0.040999843861830511 0.0059974349783825957
leaf_weight=0.001066419115222018 0.0011463794196710138 0.0010074743805492388 0.001251242773313184 0.0011431989656548061 0.001074910845745067 0.0011252991947282333 0.0010118134982533605 0.0011667071471697626
leaf_count=663 249 196 777 152 397 169 370 148
internal_value=0 -0.00577514 -0.0133655 0.00273886 0.00748088 0.014181 0.0228748 -0.00620854
internal_weight=0 0.00332514 0.00231766 0.00666831 0.0043584 0.00328349 0.00215819 0.00230991
internal_count=3121 1636 1440 1485 1185 788 619 300
is_linear=0
shrinkage=0.1


Tree=4915
num_leaves=8
num_cat=0
split_feature=12 3 52 0 47 2 4
split_gain=1.62021e-05 4.11187e-05 3.24066e-05 4.54571e-05 4.74392e-05 4.24773e-05 4.31291e-05
threshold=0.10711000000000002 0.13524500000000003 -0.12005499999999998 -0.061629999999999997 0.090280000000000013 0.084055000000000005 0.0052350000000000009
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 4 5 -4 -7
right_child=-2 -3 3 -5 -6 6 -8
leaf_value=-0.017856767530915366 -0.011510888148744297 0.019889295940555766 0.018188532411897908 0.015601436688376541 -0.02241815098508064 -0.018995272672561937 0.0054718118493755049
leaf_weight=0.0010120166023383 0.0011032607953579575 0.0010529864268571951 0.0011101893861426822 0.0016789273281936495 0.0010406202080384596 0.0012371066879874391 0.0017251004452685215
leaf_count=454 285 179 548 232 177 935 311
internal_value=0 0.00134015 -0.00116268 0.00132478 -0.00336315 0.00150598 -0.00474638
internal_weight=0 0.00885695 0.00780396 0.00679194 0.00511302 0.0040724 0.00296221
internal_count=3121 2836 2657 2203 1971 1794 1246
is_linear=0
shrinkage=0.1


Tree=4916
num_leaves=9
num_cat=0
split_feature=48 48 51 1 42 4 4 16
split_gain=4.51929e-05 0.000104018 0.000109906 7.42726e-05 5.13847e-05 9.11253e-05 7.43364e-05 3.46512e-05
threshold=0.11951500000000001 0.092475000000000016 0.086310000000000012 0.111945 0.086325000000000013 0.055260000000000011 -0.084369999999999987 -0.056919999999999991
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 -1 -8
right_child=-2 -3 -4 -5 -6 -7 7 -9
leaf_value=-0.00014531324996810218 -0.00040152207150045098 0.00056093267538716849 -0.0006522089140452383 0.00039112087128567757 -0.0003645222977951498 -0.00047550716952432585 0.00064555309586935335 0.00015216329382670152
leaf_weight=0.0015690026477916891 0.0010143796434193006 0.0012573554857629862 0.0010053288560993327 0.0017641201568162632 0.0016245687280449376 0.0010379935140556176 0.0011635037503393165 0.0010332750186532666
leaf_count=412 114 251 320 327 774 178 346 399
internal_value=0 3.19613e-05 -4.03501e-05 3.47334e-05 -6.30694e-05 3.88777e-05 0.000180662 0.000413483
internal_weight=0 0.0104551 0.00919779 0.00819246 0.00642834 0.00480377 0.00376578 0.00219678
internal_count=3121 3007 2756 2436 2109 1335 1157 745
is_linear=0
shrinkage=0.00196078


Tree=4917
num_leaves=7
num_cat=0
split_feature=49 42 2 3 15 15
split_gain=1.60576e-05 3.60489e-05 3.08899e-05 6.12114e-05 9.1293e-05 1.66836e-05
threshold=-0.080089999999999981 0.088915000000000008 0.10613000000000002 -0.078934999999999991 -0.016799999999999995 -0.074054999999999996
decision_type=2 2 2 2 2 2
left_child=-1 2 3 -2 -5 -4
right_child=1 -3 5 4 -6 -7
leaf_value=0.0097344344859808946 -0.0088059216921125474 -0.014821407582976776 0.00075850393016444189 -0.0008537522269536122 0.035117812087515757 -0.016263890681027435
leaf_weight=0.0014280654063377309 0.0016886506092304368 0.0016858891156944092 0.0011281738169180151 0.0015795991252608315 0.0012750378323654712 0.0011758906806747364
leaf_count=260 1151 841 205 271 170 223
internal_value=0 -0.00172247 0.00150262 0.00628572 0.0152131 -0.00792896
internal_weight=0 0.00853324 0.00684735 0.00454329 0.00285464 0.00230406
internal_count=3121 2861 2020 1592 441 428
is_linear=0
shrinkage=0.1


Tree=4918
num_leaves=7
num_cat=0
split_feature=48 1 4 0 42 4
split_gain=1.66611e-05 5.84905e-05 4.95722e-05 5.42907e-05 3.69298e-05 4.86339e-05
threshold=0.092475000000000016 0.111945 -0.0016099999999999997 -0.10224499999999999 0.086325000000000013 -0.084369999999999987
decision_type=2 2 2 2 2 2
left_child=1 2 4 -4 5 -1
right_child=-2 -3 3 -5 -6 -7
leaf_value=-0.005918014567297754 0.0081896244308160091 0.014083617101788765 -0.031422522804653512 -0.0011276899873904123 -0.015922008453780181 0.020411533996019377
leaf_weight=0.001511215238492582 0.0019604197572783673 0.0017447870532366861 0.0013273754064915628 0.0010670975521271636 0.0010170706987267285 0.0013093836544085548
leaf_count=466 365 374 214 363 680 659
internal_value=0 -0.00209988 -0.00663071 -0.0179216 0.000414139 0.00630474
internal_weight=0 0.00797693 0.00623214 0.00239447 0.00383767 0.0028206
internal_count=3121 2756 2382 577 1805 1125
is_linear=0
shrinkage=0.1


Tree=4919
num_leaves=10
num_cat=0
split_feature=48 48 51 2 2 4 0 2 3
split_gain=4.10392e-05 0.000115661 5.86739e-05 7.13058e-05 7.98738e-05 9.3421e-05 4.48632e-05 5.00975e-05 3.8223e-05
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decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 8 -8 -1
right_child=-2 -3 -4 -5 -6 -7 7 -9 -10
leaf_value=-0.00056089225903392442 -0.00038673923870830132 0.00058789353454897597 -0.000452769627182518 0.00044282109385897548 -0.00052383075785843365 0.00057027580213583559 -0.00016360351944004158 0.00042807154745036914 -4.3424119460273924e-05
leaf_weight=0.0010439698656830125 0.0010153800613140291 0.0012409486055320372 0.0012074840912321789 0.0012409616686969421 0.0012142738173878519 0.001010619659405956 0.0012061998628664198 0.001011613810133877 0.0011570529143391129
leaf_count=1123 114 251 335 338 255 158 261 167 119
internal_value=0 2.63736e-05 -5.02657e-05 1.13749e-05 -6.92135e-05 3.24596e-05 -9.05429e-05 0.000106278 -0.000288865
internal_weight=0 0.0103331 0.00909218 0.00788469 0.00664373 0.00542946 0.00441884 0.00221781 0.00220102
internal_count=3121 3007 2756 2421 2083 1828 1670 428 1242
is_linear=0
shrinkage=0.00196078


Tree=4920
num_leaves=8
num_cat=0
split_feature=159 51 12 2 2 3 12
split_gain=4.81602e-05 5.21538e-05 6.5077e-05 7.8816e-05 9.3204e-05 9.0594e-05 6.7191e-05
threshold=-1.0000000180025095e-35 0.091630000000000003 0.097825000000000009 0.088225000000000012 0.092875000000000013 0.013900000000000001 0.081420000000000006
decision_type=2 2 2 2 2 2 2
left_child=-1 2 3 6 -5 -6 -2
right_child=1 -3 -4 4 5 -7 -8
leaf_value=-0.00040042894296270953 -8.9591345700746529e-05 0.00045265160169869059 0.00030346088692649636 0.00045814062707592184 0.00020786493472507616 -0.000449395261425769 -0.0007018010066000064
leaf_weight=0.0011038356015557757 0.0015676954781401822 0.0010146307480614044 0.0019578302053877448 0.0015113314571419453 0.0015599564679719246 0.001668825253123736 0.0012300217625156767
leaf_count=509 237 243 384 293 431 186 838
internal_value=0 3.01055e-05 -1.50445e-05 -9.77711e-05 5.62646e-05 -0.000131846 -0.00035875
internal_weight=0 0.0105103 0.00949566 0.00753783 0.00474011 0.00322878 0.00279772
internal_count=3121 2612 2369 1985 910 617 1075
is_linear=0
shrinkage=0.00196078


Tree=4921
num_leaves=9
num_cat=0
split_feature=159 2 12 12 3 51 2 3
split_gain=6.68357e-05 6.58294e-05 9.20482e-05 7.86754e-05 6.41258e-05 7.19642e-05 8.65884e-05 4.69508e-05
threshold=-1.0000000180025095e-35 0.088225000000000012 0.096295000000000019 0.081420000000000006 -0.10831999999999999 0.081440000000000026 0.11389000000000002 0.092670000000000016
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 -3 6 7 -6
right_child=1 4 -4 -5 5 -7 -8 -9
leaf_value=-0.00045042924811179128 -5.4091855048798652e-05 0.00051992131916343961 0.00035393085549521137 -0.00071640509298768703 -0.0001097645914981708 0.00047288522783885698 -0.0005539335483862683 0.00038719304939034682
leaf_weight=0.0011399068668607919 0.0016059938852587185 0.0015194864272244915 0.0010006371642182323 0.0012084088276437266 0.0016964177979058677 0.0012533119606208355 0.0010349862546084566 0.0012842240193209342
leaf_count=509 258 225 157 826 569 211 284 82
internal_value=0 4.92276e-05 -0.000156859 -0.000338467 0.000165047 6.27062e-05 -6.53142e-05 0.000104352
internal_weight=0 0.0106035 0.00381504 0.0028144 0.00678843 0.00526894 0.00401563 0.00298064
internal_count=3121 2612 1241 1084 1371 1146 935 651
is_linear=0
shrinkage=0.00196078


Tree=4922
num_leaves=8
num_cat=0
split_feature=48 48 51 1 42 4 12
split_gain=4.5353e-05 9.77427e-05 7.711e-05 7.34268e-05 5.42313e-05 7.00099e-05 6.61019e-05
threshold=0.11951500000000001 0.092475000000000016 0.085720000000000005 0.111945 0.086325000000000013 0.055260000000000011 0.084100000000000022
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 -1
right_child=-2 -3 -4 -5 -6 -7 -8
leaf_value=0.0004066224632888567 -0.00040270414048917068 0.00054388123685769185 -0.00055337014728546071 0.00037469278768267037 -0.00038200099913789938 -0.00042639701145473258 -0.00011121935301783894
leaf_weight=0.0019336089351244901 0.0010245040648058637 0.0012510278976694952 0.0010032089199317898 0.0017824032983585541 0.0016466360969403116 0.0010176062610231492 0.0018587415293269437
leaf_count=359 114 251 325 327 773 178 794
internal_value=0 2.9516e-05 -4.01086e-05 2.23879e-05 -7.48692e-05 3.0274e-05 0.000152813
internal_weight=0 0.0104932 0.00924221 0.008239 0.00645659 0.00480996 0.00379235
internal_count=3121 3007 2756 2431 2104 1331 1153
is_linear=0
shrinkage=0.00196078


Tree=4923
num_leaves=9
num_cat=0
split_feature=159 2 3 2 15 12 12 3
split_gain=5.01217e-05 4.92883e-05 5.53919e-05 6.13579e-05 0.000109307 4.42267e-05 4.96015e-05 4.13687e-05
threshold=-1.0000000180025095e-35 0.088225000000000012 -0.10831999999999999 0.10613000000000002 -0.074054999999999996 0.095330000000000012 0.081420000000000006 0.084940000000000015
decision_type=2 2 2 2 2 2 2 2
left_child=-1 5 -3 7 -5 6 -2 -4
right_child=1 2 3 4 -6 -7 -8 -9
leaf_value=-0.00040167483534763772 -6.2968487480110231e-05 0.00047267046143896306 2.9600286622194774e-05 0.00026610555948612772 -0.00054600777243105016 0.00018950566088451117 -0.00061112595197480542 0.00053078585293862661
leaf_weight=0.0011190987941412786 0.0015928337646926895 0.0014696001551888702 0.0014029253778725286 0.0011774984533560054 0.0013886622807401739 0.0010794771703186035 0.0010550469202740892 0.0011540597970834954
leaf_count=509 258 225 558 261 243 170 813 84
internal_value=0 3.52073e-05 0.000137096 4.08351e-05 -0.000173365 -0.000145008 -0.000281382 0.000255803
internal_weight=0 0.0103201 0.00659275 0.00512315 0.00256616 0.00372736 0.00264788 0.00255699
internal_count=3121 2612 1371 1146 504 1241 1071 642
is_linear=0
shrinkage=0.00196078


Tree=4924
num_leaves=9
num_cat=0
split_feature=159 51 52 52 4 0 0 0
split_gain=8.24719e-05 4.5466e-05 4.50064e-05 6.87753e-05 6.84649e-05 8.34453e-05 9.65407e-05 5.15863e-05
threshold=-0.032739999999999991 -0.076794999999999988 -0.088204999999999992 -0.057699999999999994 -0.082109999999999975 -0.10011499999999998 -0.11756999999999999 0.089620000000000019
decision_type=2 2 2 2 2 2 2 2
left_child=-1 -2 -3 -4 7 6 -6 -5
right_child=1 2 3 4 5 -7 -8 -9
leaf_value=-0.00054560914505097846 -0.00024354131482833238 -0.00028777550125957106 0.00060907659598172508 0.00065779237762987033 -0.00015726357876788029 -0.00043440537179085652 0.0005473891702309653 7.8882183393490601e-05
leaf_weight=0.0010110686385699811 0.001819505016423347 0.0010425083154277604 0.0010665142754067323 0.0010969203775885337 0.0018883579643330676 0.0015529565505623334 0.0012373097062506788 0.0012851300864493709
leaf_count=421 485 378 191 403 228 855 115 45
internal_value=0 3.95919e-05 9.57728e-05 0.000144972 7.48692e-05 -6.29015e-05 0.000121676 0.000345467
internal_weight=0 0.0109892 0.0091697 0.00812719 0.00706067 0.00467862 0.00312567 0.00238205
internal_count=3121 2700 2215 1837 1646 1198 343 448
is_linear=0
shrinkage=0.00196078


Tree=4925
num_leaves=8
num_cat=0
split_feature=50 15 47 3 42 12 49
split_gain=1.79427e-05 3.60063e-05 4.13373e-05 6.1594e-05 5.4022e-05 0.000133755 0.000126918
threshold=0.07826000000000001 -0.15914499999999995 0.096175000000000024 0.10542000000000001 0.091295000000000015 0.084100000000000022 -0.006494999999999999
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 4 5 6 -3
right_child=-2 2 -4 -5 -6 -7 -8
leaf_value=0.018965050234651157 -0.011914444074465616 -0.018651369796280917 -0.017165081809448531 0.020500983113337267 0.015136187982739017 -0.030692665163332973 0.028744411954210559
leaf_weight=0.0010332823701995767 0.0011395075444094278 0.0010453586815324428 0.0013026431880283568 0.001454196675177849 0.0012660624290662462 0.001611243381728673 0.0012295266258348866
leaf_count=306 612 164 188 135 421 1013 282
internal_value=0 0.00140941 -0.000884162 0.0023261 -0.00280373 -0.00864838 0.00696503
internal_weight=0 0.00894231 0.00790903 0.00660639 0.00515219 0.00388613 0.00227489
internal_count=3121 2509 2203 2015 1880 1459 446
is_linear=0
shrinkage=0.1


Tree=4926
num_leaves=9
num_cat=0
split_feature=48 48 51 1 159 2 2 3
split_gain=5.1124e-05 0.00010042 7.77456e-05 6.9361e-05 6.30279e-05 9.96677e-05 6.83287e-05 5.62724e-05
threshold=0.11951500000000001 0.092475000000000016 0.086310000000000012 0.111945 0.082585000000000006 0.10097500000000002 0.09142500000000002 -0.082974999999999979
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 7 -1
right_child=-2 -3 -4 -5 -6 -7 -8 -9
leaf_value=0.00038250210739232551 -0.00041414091026150166 0.00054874791542135811 -0.00054096499035394252 0.00036781091059916383 -0.00050649540187561572 -0.00036749734784082775 0.00062163982857393473 -0.00019102724008958523
leaf_weight=0.0010857467111447193 0.0010500393205479979 0.001306183591626312 0.0010257151245306175 0.0018362107827261066 0.0010383722353200005 0.0017507893769786549 0.0010563795494286238 0.0016684179030505516
leaf_count=642 114 251 320 327 307 361 236 563
internal_value=0 3.91167e-05 -3.12382e-05 3.0739e-05 -6.30432e-05 1.9755e-05 0.000197682 3.50695e-05
internal_weight=0 0.0107678 0.00946163 0.00843592 0.00659971 0.00556133 0.00381054 0.00275416
internal_count=3121 3007 2756 2436 2109 1802 1441 1205
is_linear=0
shrinkage=0.00196078


Tree=4927
num_leaves=7
num_cat=0
split_feature=150 0 1 2 13 2
split_gain=1.75923e-05 3.40273e-05 6.34401e-05 5.41726e-05 3.62641e-05 3.61315e-05
threshold=0.081835000000000019 -0.11756999999999999 0.11146500000000002 0.083995000000000014 -0.017449999999999997 0.11215000000000001
decision_type=2 2 2 2 2 2
left_child=1 5 3 -3 -5 -1
right_child=-2 2 -4 4 -6 -7
leaf_value=-0.00099361063044568743 0.0088642355653459001 -0.020256178234971153 0.021165074055632917 -0.0067342347348769184 0.014250855440961677 -0.026391352032725236
leaf_weight=0.001236769417869505 0.0018024894461999121 0.0013756440898918601 0.0013303093897601035 0.0017108535512109729 0.0015876788203262775 0.0010238421468477281
leaf_count=231 420 573 294 846 650 107
internal_value=0 -0.0020392 0.0018978 -0.00358583 0.00336649 -0.0124964
internal_weight=0 0.0082651 0.00600449 0.00467418 0.00329853 0.00226061
internal_count=3121 2701 2363 2069 1496 338
is_linear=0
shrinkage=0.1


Tree=4928
num_leaves=8
num_cat=0
split_feature=51 49 42 51 15 16 12
split_gain=1.89976e-05 3.39453e-05 4.91489e-05 3.13328e-05 3.25069e-05 6.56254e-05 6.621e-05
threshold=-0.076794999999999988 -0.081404999999999991 0.091545000000000015 0.08955500000000001 -0.10653 -0.094359999999999986 0.088365000000000013
decision_type=2 2 2 2 2 2 2
left_child=-1 -2 3 4 -3 -6 -7
right_child=1 2 -4 -5 5 6 -8
leaf_value=-0.0098376935983629579 0.017246155870765081 0.019895336681672836 -0.02043741309219933 -0.012335572668095977 -0.019685225990601064 0.025534694023333651 -0.0062671467583488285
leaf_weight=0.0016643678140818513 0.0012242628010840561 0.0012759993899878804 0.0010793599336411013 0.0011262202997900954 0.0010552704448239967 0.0013275412152095861 0.0012916109864248831
leaf_count=537 199 308 547 273 226 598 433
internal_value=0 0.00185898 -0.000773484 0.00271931 0.00614429 0.00136903 0.00985191
internal_weight=0 0.00838027 0.007156 0.00607664 0.00495042 0.00367442 0.00261915
internal_count=3121 2584 2385 1838 1565 1257 1031
is_linear=0
shrinkage=0.1


Tree=4929
num_leaves=9
num_cat=0
split_feature=4 0 1 13 3 2 4 42
split_gain=3.46089e-05 8.17761e-05 5.71983e-05 4.18724e-05 4.51447e-05 5.25163e-05 6.18092e-05 2.10615e-05
threshold=-0.49013999999999996 0.010870000000000003 0.077565000000000009 -0.094514999999999988 0.10893000000000001 0.089775000000000008 0.053180000000000012 0.083995000000000014
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 7 -4 5 6 -5 -2
right_child=1 -3 3 4 -6 -7 -8 -9
leaf_value=-0.00035269835950714354 -0.00051493228190694869 0.00055907370768002601 0.00037279398724484751 -0.0003737438299151679 -0.00032955329732568302 0.00037594742566646568 0.0001970275857468997 -0.00011667668199327734
leaf_weight=0.0010087873012445238 0.001039701314907223 0.0010047053990738615 0.0012882490256883239 0.0013936290649842541 0.0013666923086135263 0.0015033812757705356 0.0015305342341418045 0.0010030931758285169
leaf_count=169 760 148 233 543 93 257 126 792
internal_value=0 2.81377e-05 -3.03191e-05 5.30524e-05 -1.80366e-05 7.81222e-05 -7.49968e-05 -0.000319373
internal_weight=0 0.01013 0.00912528 0.00708249 0.00579424 0.00442754 0.00292416 0.00204279
internal_count=3121 2952 2804 1252 1019 926 669 1552
is_linear=0
shrinkage=0.00196078


Tree=4930
num_leaves=10
num_cat=0
split_feature=48 48 1 4 15 3 3 43 49
split_gain=4.6081e-05 9.74269e-05 7.92503e-05 9.0347e-05 7.11078e-05 5.54956e-05 5.53387e-05 6.36187e-05 5.03084e-05
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decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 4 -4 8 6 7 -6 -1
right_child=-2 -3 3 -5 5 -7 -8 -9 -10
leaf_value=-8.2862250696363768e-05 -0.0003987680621954875 0.00053682436422878188 -0.00010933535392525793 0.00072150626899781883 -0.00031985611929133433 0.00041343455012866334 -0.00046981017278680752 0.00030918524010982212 -0.00064446151898868247
leaf_weight=0.0010859020756934811 0.0010355266586821567 0.0013018824224061499 0.0010026237110983692 0.0010101884064697667 0.0010372731609264324 0.0010232546699393552 0.0011049458948517144 0.0015297710303417587 0.0014089945843423122
leaf_count=294 114 251 124 250 223 52 370 751 692
internal_value=0 3.4768e-05 -3.62546e-05 0.000307647 -0.000132527 9.61366e-06 -0.000102917 5.50066e-05 -0.000400026
internal_weight=0 0.0105048 0.00920295 0.00201281 0.00719014 0.00469524 0.00367199 0.00256704 0.0024949
internal_count=3121 3007 2756 374 2382 1396 1344 974 986
is_linear=0
shrinkage=0.00196078


Tree=4931
num_leaves=10
num_cat=0
split_feature=4 0 157 13 3 15 3 1 4
split_gain=7.22123e-05 8.66045e-05 6.49588e-05 8.10647e-05 6.94927e-05 6.32519e-05 9.22779e-05 0.000109844 5.77941e-05
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decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 -4 6 7 -5 -6
right_child=1 -3 3 5 8 -7 -8 -9 -10
leaf_value=-0.0004992772748042294 0.00042338670411570014 0.00052091171227088104 -0.00019778572835499781 -0.00033132434729021609 0.00067478851543046432 -0.00068598652436457886 -0.00057480989135100052 0.00046073738966379951 3.3623019238642878e-05
leaf_weight=0.001062072760968852 0.0010923017275803323 0.0012546625054742416 0.0014125189647537996 0.0013304979571292404 0.0011057562848547108 0.0010054647499650278 0.0012523711765778378 0.0013625158383845752 0.0010573618079020835
leaf_count=156 347 186 799 250 494 434 79 168 208
internal_value=0 3.63902e-05 -2.68102e-05 -8.44835e-05 0.000140486 -0.000246963 -0.000135079 6.9415e-05 0.000361378
internal_weight=0 0.0108735 0.00961879 0.00852649 0.00357564 0.00495085 0.00394538 0.00269301 0.00216312
internal_count=3121 2965 2779 2432 1501 931 497 418 702
is_linear=0
shrinkage=0.00196078


Tree=4932
num_leaves=7
num_cat=0
split_feature=133 160 42 4 12 4
split_gain=1.63638e-05 5.70639e-05 4.93064e-05 5.37324e-05 6.11088e-05 5.18239e-05
threshold=-0.085499999999999979 -1.0000000180025095e-35 0.088060000000000013 0.24564500000000003 0.084100000000000022 -0.0016099999999999997
decision_type=2 2 2 2 2 2
left_child=-1 -2 3 4 5 -3
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leaf_value=0.011088469378347295 -0.016757858942776253 0.019899565928611695 0.017339431131187064 0.018176695728999711 -0.022835308118314902 -0.0088256635634855422
leaf_weight=0.0011597079654108748 0.0019309388398703158 0.0010108019482250024 0.0017244473029067601 0.0010445279500211312 0.0015652115292285463 0.0016586917022645173
leaf_count=488 866 248 542 180 672 125
internal_value=0 -0.00153762 0.00265866 -0.00213678 -0.00714728 0.00205112
internal_weight=0 0.00893462 0.00700368 0.00527923 0.00423471 0.00266949
internal_count=3121 2633 1767 1225 1045 373
is_linear=0
shrinkage=0.1


Tree=4933
num_leaves=8
num_cat=0
split_feature=484 160 133 151 16 1 43
split_gain=1.6511e-05 3.75574e-05 4.98794e-05 4.65837e-05 8.55899e-05 4.71441e-05 3.76703e-05
threshold=0.085515000000000022 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.0083949999999999979 -0.056919999999999991 0.089770000000000016 -0.074359999999999996
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -3 -4 5 -5 -6
right_child=-2 2 3 4 6 -7 -8
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leaf_weight=0.0013042094935283082 0.0010212682783423245 0.0010452021847375034 0.0012464046946717286 0.0010813794859985651 0.001183269564468933 0.0019369923993721072 0.0012481093342293604
leaf_count=659 341 709 305 321 245 289 252
internal_value=0 -0.00143954 0.00120527 0.00437659 0.00836542 0.0196131 -0.00559772
internal_weight=0 0.00904557 0.00774136 0.00669616 0.00544975 0.00301837 0.00243138
internal_count=3121 2780 2121 1412 1107 610 497
is_linear=0
shrinkage=0.1


Tree=4934
num_leaves=7
num_cat=0
split_feature=133 160 52 13 4 16
split_gain=1.74876e-05 4.20811e-05 4.1079e-05 4.06567e-05 3.65286e-05 0.000109411
threshold=-0.085499999999999979 -1.0000000180025095e-35 0.10347000000000002 -0.084034999999999985 0.0061450000000000003 -0.094359999999999986
decision_type=2 2 2 2 2 2
left_child=-1 -2 3 -3 -5 -6
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leaf_value=0.011478404545074102 -0.014688408134196277 0.012510069224098759 0.018606142534546791 -0.017434652940523345 -0.022613811993212635 0.020208260621152285
leaf_weight=0.0011597592517116296 0.001919127953609762 0.0015169409862340073 0.0012315193245961932 0.0017861745003683095 0.0010633513528420188 0.0013594724758881106
leaf_count=488 866 364 171 903 192 137
internal_value=0 -0.00157868 0.00203748 -0.00152606 -0.00658475 0.00141411
internal_weight=0 0.00887659 0.00695746 0.00572594 0.004209 0.00242282
internal_count=3121 2633 1767 1596 1232 329
is_linear=0
shrinkage=0.1


Tree=4935
num_leaves=10
num_cat=0
split_feature=11 48 0 2 52 13 42 1 16
split_gain=3.48766e-05 5.16023e-05 0.000188174 9.14601e-05 8.37063e-05 0.000143238 5.17054e-05 6.24426e-05 3.01614e-06
threshold=0.079915000000000014 0.091545000000000015 -0.18901999999999997 0.11293500000000002 0.10160000000000001 -0.094514999999999988 -0.088669999999999985 0.086560000000000012 -0.056919999999999991
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 3 -3 4 5 -1 -7 -8 -9
right_child=-2 2 -4 -5 -6 6 7 8 -10
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leaf_weight=0.0011578081970482889 0.0010559288864958544 0.0010209091331224718 0.0012283541437921519 0.0012906047644802394 0.0011956968147593724 0.001138953352488402 0.0012839772040596025 0.001000959953542791 0.0010022045695290678
leaf_count=141 199 47 314 353 424 289 842 261 251
internal_value=0 2.91183e-05 0.000291756 -4.40821e-05 -0.000135157 -3.43364e-05 -0.000194956 -0.000319703 -0.000536065
internal_weight=0 0.0103195 0.00224926 0.0080702 0.0067796 0.0055839 0.0044261 0.00328714 0.00200316
internal_count=3121 2922 361 2561 2208 1784 1643 1354 512
is_linear=0
shrinkage=0.00196078


Tree=4936
num_leaves=7
num_cat=0
split_feature=150 15 16 16 43 43
split_gain=1.57884e-05 3.94447e-05 6.2684e-05 7.77324e-05 4.8693e-05 7.15967e-05
threshold=0.081835000000000019 -0.037864999999999989 -0.056919999999999991 -0.27167499999999994 -0.084004999999999982 0.016310000000000002
decision_type=2 2 2 2 2 2
left_child=1 2 3 -1 -3 -6
right_child=-2 4 -4 -5 5 -7
leaf_value=-0.019806670834481486 0.0084241031483248668 0.017199862679415364 -0.029927716114180564 0.019214625282879139 -0.017984010505283473 0.011176256994754798
leaf_weight=0.0010236748777904174 0.0017973730060949393 0.0017217820814988405 0.0011034814778452199 0.0010183519576938318 0.0016920444380061272 0.0016760144938982938
leaf_count=231 420 375 543 327 926 299
internal_value=0 -0.0019206 -0.0107242 -0.000346881 0.00352 -0.00347327
internal_weight=0 0.00823535 0.00314551 0.00204203 0.00508984 0.00336806
internal_count=3121 2701 1101 558 1600 1225
is_linear=0
shrinkage=0.1


Tree=4937
num_leaves=7
num_cat=0
split_feature=484 160 49 52 16 0
split_gain=1.71636e-05 2.41021e-05 4.24436e-05 4.00819e-05 4.5855e-05 6.83207e-05
threshold=0.085515000000000022 -1.0000000180025095e-35 -0.081404999999999991 0.10347000000000002 -0.056919999999999991 -0.11756999999999999
decision_type=2 2 2 2 2 2
left_child=1 -1 -3 4 5 -4
right_child=-2 2 3 -5 -6 -7
leaf_value=-0.014075748594679766 0.012221313679911533 0.01798136465791678 -0.014670091454468556 0.015392944825689404 -0.018661996352244713 0.013132215290804673
leaf_weight=0.0012956965388046257 0.0010213879880914224 0.0011956655165674566 0.001602076387265939 0.0010473557706160022 0.0018688906038915156 0.0019716359303658445
leaf_count=659 341 173 207 190 640 911
internal_value=0 -0.00145905 0.000667961 -0.00252174 -0.00596918 0.000668588
internal_weight=0 0.00898132 0.00768562 0.00648996 0.0054426 0.00357371
internal_count=3121 2780 2121 1948 1758 1118
is_linear=0
shrinkage=0.1


Tree=4938
num_leaves=10
num_cat=0
split_feature=4 0 1 2 0 1 4 16 52
split_gain=5.07259e-05 8.62669e-05 5.40769e-05 5.13902e-05 0.000140399 8.90814e-05 9.02566e-05 7.94123e-05 4.83248e-05
threshold=-0.49405499999999997 -1.0000000180025095e-35 0.077565000000000009 1.0000000180025095e-35 -0.13455999999999999 0.11061500000000002 0.0067750000000000006 -0.056919999999999991 0.083680000000000018
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 8 7 5 6 -5 -4 -2
right_child=1 -3 3 4 -6 -7 -8 -9 -10
leaf_value=-0.00041481416592660579 -0.00058406421226182977 0.00052172504975556144 0.00012870207163302835 -0.00017254639086773232 0.00081549064090866011 -0.00040652497949850521 0.00064302837284130462 -0.00052943014683386853 3.9835603666003895e-06
leaf_weight=0.0010696695168211463 0.0011261785250463935 0.0012291784842283519 0.0016389913823647434 0.0010238254116447972 0.0010327544192297883 0.0013282308890065356 0.0010636881574533907 0.0012368127043751505 0.0010274824300595738
leaf_count=156 843 186 349 142 211 118 108 300 708
internal_value=0 3.29993e-05 -3.03826e-05 4.993e-05 0.000181987 -9.55421e-06 0.000243028 -0.000154344 -0.000303515
internal_weight=0 0.0107071 0.00947796 0.0073243 0.0044485 0.00341574 0.00208751 0.0028758 0.00215366
internal_count=3121 2965 2779 1228 579 368 250 649 1551
is_linear=0
shrinkage=0.00196078


Tree=4939
num_leaves=7
num_cat=0
split_feature=4 151 12 160 2 43
split_gain=1.73977e-05 2.96215e-05 4.28549e-05 4.03811e-05 4.03042e-05 3.88593e-05
threshold=0.27287000000000006 -0.024429999999999997 0.088305000000000008 1.0000000180025095e-35 0.088555000000000009 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2
left_child=1 -1 3 5 -4 -3
right_child=-2 2 4 -5 -6 -7
leaf_value=0.011551480741441862 0.0098732750433910901 -0.019318294771104808 0.01577615252892264 -0.028560739778920475 -0.0067015303815645385 0.0041804490807764889
leaf_weight=0.001388403213129186 0.0014987845620286931 0.0011895833180200041 0.0015473751070985997 0.0010171770758472731 0.0016465614117104487 0.0017230411931030728
leaf_count=451 352 582 516 200 709 311
internal_value=0 -0.00181079 -0.00441507 -0.0114074 0.00418829 -0.00541698
internal_weight=0 0.00851214 0.00712374 0.0039298 0.00319394 0.00291262
internal_count=3121 2769 2318 1093 1225 893
is_linear=0
shrinkage=0.1


Tree=4940
num_leaves=9
num_cat=0
split_feature=14 15 13 13 3 0 15 0
split_gain=4.22317e-05 7.64835e-05 5.44434e-05 8.49129e-05 7.74465e-05 6.43002e-05 2.42557e-05 8.38889e-06
threshold=-1.0000000180025095e-35 -0.10653 -0.095304999999999987 -0.033284999999999988 0.083060000000000009 -0.077809999999999976 -0.037864999999999989 -0.072594999999999979
decision_type=2 2 2 2 2 2 2 2
left_child=-1 -2 7 -4 5 -5 -6 -3
right_child=1 2 3 4 6 -7 -8 -9
leaf_value=-0.00038041296417297454 0.00043341869410443889 0.0003712926920129643 -0.00054426536357648765 -0.00013570796232857983 -0.00051710564929460128 0.00041267480653038889 -9.1035642137456027e-05 0.00011797516251610735
leaf_weight=0.0010546663453480072 0.0015483850588879555 0.0010063942620252824 0.0014457726077455723 0.001452118829123039 0.0010507068432625832 0.001894640870172425 0.0010051114640389214 0.0010040607072911824
leaf_count=161 388 177 1173 589 52 399 126 56
internal_value=0 3.13548e-05 -3.89199e-05 -0.000122205 -9.25872e-06 0.000174738 -0.000308795 0.000244781
internal_weight=0 0.0104072 0.00885881 0.00684835 0.00540258 0.00334676 0.00205582 0.00201045
internal_count=3121 2960 2572 2339 1166 988 178 233
is_linear=0
shrinkage=0.00196078


Tree=4941
num_leaves=10
num_cat=0
split_feature=484 4 16 48 2 42 133 12 0
split_gain=0.000149803 8.1311e-05 7.37503e-05 9.28453e-05 8.10992e-05 7.56331e-05 8.4725e-05 0.000131321 0.000134457
threshold=-1.0000000180025095e-35 0.27044500000000005 -0.36241499999999999 0.092475000000000016 0.10882500000000002 -0.091214999999999977 1.0000000180025095e-35 0.089885000000000007 -0.12333499999999999
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 -4 7 8 -7
right_child=1 -3 3 -5 -6 6 -8 -9 -10
leaf_value=-0.00072215195516744631 -0.00046741812920916083 0.000455951308912479 0.00036372990600434292 0.00056788128169943852 0.00048799412922506473 0.00018868490019875915 -0.00068291317653817324 0.00038338792112755119 -0.00071074996692140795
leaf_weight=0.0010365873750552085 0.0011997761269202925 0.0016711299241050316 0.0010715668838516971 0.0011581601532282054 0.0010057174964162091 0.0010838518437048578 0.0011326523240590379 0.0015098021110986921 0.0015569053243622958
leaf_count=515 101 346 225 221 237 85 569 326 496
internal_value=0 5.64264e-05 -1.22738e-05 5.18292e-05 -2.93706e-05 -0.00011125 -0.000207587 -7.78748e-05 -0.000341593
internal_weight=0 0.0113896 0.00971843 0.00851866 0.0073605 0.00635478 0.00528321 0.00415056 0.00264076
internal_count=3121 2606 2260 2159 1938 1701 1476 907 581
is_linear=0
shrinkage=0.00196078


Tree=4942
num_leaves=9
num_cat=0
split_feature=2 43 4 4 15 12 3 47
split_gain=4.85112e-05 5.65468e-05 9.35937e-05 6.80797e-05 0.000119144 5.37041e-05 0.000107027 3.31043e-05
threshold=0.088225000000000012 0.016310000000000002 -0.064804999999999988 0.033845000000000007 -0.13843999999999998 0.098330000000000015 -0.078934999999999991 0.086380000000000012
decision_type=2 2 2 2 2 2 2 2
left_child=5 2 -2 -4 -5 6 -1 -8
right_child=1 -3 3 4 -6 -7 7 -9
leaf_value=-0.00078980852360053741 -0.00038229715655416501 0.00039847121930562782 0.00049478482582652431 0.00038907763248142063 -0.00049046450630976009 0.00022079458220415247 0.00021015250916062489 -0.00027578996677669415
leaf_weight=0.0011023698927279547 0.0017330551068476278 0.0017686626681239536 0.0014890633501933592 0.0012131682666864949 0.0011567006840204079 0.0010302197279709923 0.0010520767858896302 0.0011051562215806309
leaf_count=962 394 298 473 172 269 146 310 97
internal_value=0 9.28832e-05 -3.76969e-06 0.000166228 -4.02149e-05 -0.000169445 -0.000292783 -3.87971e-05
internal_weight=0 0.00736065 0.00559199 0.00385893 0.00236987 0.00428982 0.0032596 0.00215723
internal_count=3121 1606 1308 914 441 1515 1369 407
is_linear=0
shrinkage=0.00196078


Tree=4943
num_leaves=7
num_cat=0
split_feature=2 3 150 43 1 15
split_gain=1.75875e-05 4.13377e-05 4.05407e-05 6.31548e-05 8.23248e-05 3.76462e-05
threshold=0.088225000000000012 -0.078934999999999991 0.085075000000000026 0.016310000000000002 0.10557500000000002 -0.055554999999999993
decision_type=2 2 2 2 2 2
left_child=1 -1 3 4 -2 -3
right_child=2 5 -4 -5 -6 -7
leaf_value=-0.017796117234538399 -0.022484169871276185 -0.010370489288101277 0.018910552046007622 0.016176934324629095 0.0080854235169263069 0.016103376595181115
leaf_weight=0.0015807151310711703 0.0018886337332011181 0.0010253005500812234 0.0012961465766836728 0.0015143580316047929 0.0016511043303035753 0.0011281681203851486
leaf_count=1038 847 243 217 286 256 234
internal_value=0 -0.00551557 0.0031328 -0.00091348 -0.00822504 0.00349875
internal_weight=0 0.00373418 0.00635024 0.0050541 0.00353974 0.00215347
internal_count=3121 1515 1606 1389 1103 477
is_linear=0
shrinkage=0.1


Tree=4944
num_leaves=9
num_cat=0
split_feature=48 48 51 1 42 4 4 16
split_gain=5.45044e-05 0.000105761 0.000102113 8.11738e-05 5.67707e-05 8.57473e-05 6.49943e-05 3.09e-05
threshold=0.11951500000000001 0.092475000000000016 0.086310000000000012 0.111945 0.086325000000000013 0.055260000000000011 -0.084369999999999987 -0.056919999999999991
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 -1 -8
right_child=-2 -3 -4 -5 -6 -7 7 -9
leaf_value=-0.00013109680271894742 -0.00044155657666849606 0.00056060151838657085 -0.00063022290335042652 0.00039620886008698015 -0.00038565486962642158 -0.00046490236945343443 0.00061101438272747103 0.00014900532957421787
leaf_weight=0.001592652786215407 0.0010177521311123322 0.001286059468566904 0.0010030561424626593 0.0018345772976621931 0.0016448924728983154 0.0010347138543330145 0.0011508137758749451 0.0010778389933026014
leaf_count=412 114 251 320 327 774 178 346 399
internal_value=0 3.34382e-05 -3.91602e-05 3.19657e-05 -7.08248e-05 3.58184e-05 0.000171401 0.000387574
internal_weight=0 0.0106246 0.00933855 0.00833549 0.00650091 0.00485602 0.00382131 0.00222865
internal_count=3121 3007 2756 2436 2109 1335 1157 745
is_linear=0
shrinkage=0.00196078


Tree=4945
num_leaves=8
num_cat=0
split_feature=14 15 13 13 3 0 15
split_gain=3.77093e-05 7.21668e-05 4.78696e-05 0.000104992 5.98923e-05 7.2769e-05 1.26807e-05
threshold=-1.0000000180025095e-35 -0.10653 -0.095304999999999987 -0.033284999999999988 0.083060000000000009 -0.077809999999999976 -0.040439999999999997
decision_type=2 2 2 2 2 2 2
left_child=-1 -2 -3 -4 5 -5 -6
right_child=1 2 3 4 6 -7 -8
leaf_value=-0.00036476923469080187 0.00042905389258101072 0.00023291414019684556 -0.00059425982628729084 -0.00015957697008381382 -0.00040992445257736484 0.0004314183524782292 -9.9365995447973598e-05
leaf_weight=0.0010129587318903456 0.0014995572687861508 0.0019548136774178888 0.0013956660477215648 0.0014156157382510875 0.0010113935718619738 0.001844960642366413 0.0010105858648086358
leaf_count=161 388 233 1173 589 50 399 128
internal_value=0 3.20099e-05 -3.69565e-05 -0.000115952 1.04187e-05 0.000174831 -0.000254707
internal_weight=0 0.0101326 0.00863304 0.00667822 0.00528256 0.00326058 0.00202198
internal_count=3121 2960 2572 2339 1166 988 178
is_linear=0
shrinkage=0.00196078


Tree=4946
num_leaves=9
num_cat=0
split_feature=11 13 12 0 151 4 0 0
split_gain=1.55246e-05 3.77953e-05 5.09619e-05 6.59868e-05 5.16792e-05 5.07072e-05 1.81378e-05 9.70853e-06
threshold=0.078340000000000007 -0.094514999999999988 -0.010834999999999999 -0.053834999999999994 -0.0083949999999999979 0.053180000000000012 -0.08824499999999999 -0.084384999999999988
decision_type=2 2 2 2 2 2 2 2
left_child=1 7 -3 4 -4 6 -6 -1
right_child=-2 2 3 -5 5 -7 -8 -9
leaf_value=0.0063943093382013705 -0.011872390528202296 0.018643193427624296 -0.018691202397497535 -0.025608396465546569 -0.014468154943814249 0.018870877656155683 0.0044553420657942521 0.020314122975522445
leaf_weight=0.0010018746143742501 0.0010041527162484134 0.0010070135300975364 0.001150068846656568 0.0013014272807375868 0.0010016780957235077 0.001610894720793224 0.0010245962650576982 0.0010023512885692747
leaf_count=242 208 320 332 274 292 230 1131 92
internal_value=0 0.00122968 -0.00219545 -0.00564198 -0.000214044 0.00562841 -0.00489939 0.0133559
internal_weight=0 0.0090999 0.00709568 0.00608867 0.00478724 0.00363717 0.00202627 0.00200423
internal_count=3121 2913 2579 2259 1985 1653 1423 334
is_linear=0
shrinkage=0.1


Tree=4947
num_leaves=8
num_cat=0
split_feature=50 160 49 16 16 15 12
split_gain=1.68646e-05 3.7304e-05 3.06271e-05 5.95844e-05 8.93822e-05 5.97799e-05 3.43843e-05
threshold=0.07826000000000001 -0.027994999999999996 -0.081404999999999991 0.38525000000000004 0.033715000000000009 -0.095869999999999983 0.085885000000000017
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 -4 -7
right_child=-2 2 3 -5 -6 6 -8
leaf_value=0.014599151727594781 -0.011594337919103718 0.012739535348817096 -0.015816187124054738 0.015682409732302574 -0.036011346085213031 0.022225238779558149 -0.0037831928857613682
leaf_weight=0.0017248743846709144 0.0011269595352808607 0.0012110738481816898 0.0018094693748420669 0.0011588179292603513 0.0010110284493584803 0.0010127637770170673 0.0010205237444283802
leaf_count=625 612 170 334 271 180 335 594
internal_value=0 0.00138614 -0.00176887 -0.00469119 -0.00955529 -0.00259471 0.00917139
internal_weight=0 0.00894855 0.00722368 0.0060126 0.00485379 0.00384276 0.00203329
internal_count=3121 2509 1884 1714 1443 1263 929
is_linear=0
shrinkage=0.1


Tree=4948
num_leaves=10
num_cat=0
split_feature=48 48 51 42 16 16 3 2 0
split_gain=4.71688e-05 0.000101572 9.43742e-05 6.88408e-05 7.90234e-05 0.000107188 7.73205e-05 5.023e-05 4.87109e-05
threshold=0.11951500000000001 0.092475000000000016 0.086310000000000012 0.086325000000000013 0.22339500000000004 0.0065250000000000004 -0.082974999999999979 0.092875000000000013 -0.10011499999999998
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 7 -5 8 -1
right_child=-2 -3 -4 6 -6 -7 -8 -9 -10
leaf_value=0.00044734641274548655 -0.00040700297416168118 0.00054580233351645346 -0.00060711453558924078 0.0001022211166180938 -0.0002915315003070583 0.00079432642198113139 -0.00062201307396000396 -0.0002756502610342585 -8.6641864736374831e-05
leaf_weight=0.0016361677968001634 0.0010417371127625754 0.0012912042420803365 0.0010094739681875504 0.0011184849552579503 0.0013142394760262662 0.0010823991120534559 0.001148947976286405 0.0010268469910830577 0.0010972270387332422
leaf_count=144 114 251 320 231 220 157 676 281 727
internal_value=0 3.00235e-05 -4.05713e-05 2.73168e-05 0.000134882 0.000250606 -0.000264761 9.40943e-05 0.000232995
internal_weight=0 0.010725 0.00943379 0.00842431 0.00615688 0.00484264 0.00226743 0.00376024 0.00273339
internal_count=3121 3007 2756 2436 1529 1309 907 1152 871
is_linear=0
shrinkage=0.00196078


Tree=4949
num_leaves=7
num_cat=0
split_feature=47 4 4 3 13 0
split_gain=1.67506e-05 5.04352e-05 7.21225e-05 4.71562e-05 4.4766e-05 5.845e-05
threshold=0.11893500000000001 0.24564500000000003 0.055260000000000011 0.092670000000000016 -0.033284999999999988 -0.060129999999999996
decision_type=2 2 2 2 2 2
left_child=1 2 3 4 -1 -6
right_child=-2 -3 -4 -5 5 -7
leaf_value=-0.018480115405954036 -0.012334743367090567 0.016043199172295356 -0.025447298410512471 0.016348694431741667 -0.0077181449521164045 0.020667603653490869
leaf_weight=0.0013751339777652947 0.0010024625990033226 0.0018451786043783818 0.0011497702205019462 0.001640912146387119 0.0018789073648362788 0.0011816057765785307
leaf_count=1205 115 397 233 173 785 213
internal_value=0 0.00128727 -0.00248053 0.0018651 -0.00349292 0.00324105
internal_weight=0 0.00907151 0.00722633 0.00607656 0.00443565 0.00306051
internal_count=3121 3006 2609 2376 2203 998
is_linear=0
shrinkage=0.1


Tree=4950
num_leaves=8
num_cat=0
split_feature=12 3 12 2 3 12 43
split_gain=1.65412e-05 3.12337e-05 3.27485e-05 4.24458e-05 7.45278e-05 4.55518e-05 4e-05
threshold=0.10711000000000002 0.13524500000000003 0.092355000000000007 0.088225000000000012 -0.0096849999999999974 0.051320000000000005 -0.077044999999999988
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 5 6 -1 -5
right_child=-2 -3 -4 4 -6 -7 -8
leaf_value=0.0036874146609960031 -0.011586513062283497 0.017528387597560098 -0.015165337225756382 0.0081171851025456637 -0.0053764917814656888 -0.02351590053663612 0.035961496249446182
leaf_weight=0.0014156080833673075 0.0011080460374593053 0.001054691753651942 0.0013203090628143626 0.0010553437445556218 0.0019939330072828811 0.0010891349912687375 0.0010093815753915523
leaf_count=233 285 179 634 337 268 943 242
internal_value=0 0.0013668 -0.000795318 0.00209539 0.00841286 -0.00814138 0.0217294
internal_weight=0 0.0089384 0.00788371 0.0065634 0.00405866 0.00250474 0.00206473
internal_count=3121 2836 2657 2023 847 1176 579
is_linear=0
shrinkage=0.1


Tree=4951
num_leaves=8
num_cat=0
split_feature=42 43 150 16 15 3 13
split_gain=1.50594e-05 2.73586e-05 3.92071e-05 5.06252e-05 3.9508e-05 4.08314e-05 3.35483e-05
threshold=-1.0000000180025095e-35 -0.074359999999999996 0.081835000000000019 0.15891500000000003 -0.015039999999999998 0.095270000000000007 -0.063184999999999977
decision_type=2 2 2 2 2 2 2
left_child=-1 6 3 4 5 -3 -2
right_child=1 2 -4 -5 -6 -7 -8
leaf_value=-0.008742123981122514 -0.00036943980708779698 0.0054434245066596939 0.014496898591950531 -0.025335604926920885 0.010818943246513314 -0.022011334729067952 0.024291330415985773
leaf_weight=0.0016638563982455156 0.0011755006262058434 0.0010003440297688209 0.0011947544235239894 0.0010365864455525392 0.001727586868021836 0.0011814996761698709 0.0010394271955619756
leaf_count=862 719 205 182 213 621 135 184
internal_value=0 0.00167575 -0.00176081 -0.005688 -0.000478439 -0.00942372 0.0112034
internal_weight=0 0.0083557 0.00614077 0.00494602 0.00390943 0.00218184 0.00221493
internal_count=3121 2259 1356 1174 961 340 903
is_linear=0
shrinkage=0.1


Tree=4952
num_leaves=7
num_cat=0
split_feature=1 4 3 2 3 15
split_gain=1.45958e-05 5.15267e-05 2.9262e-05 7.55639e-05 4.2724e-05 3.95483e-05
threshold=0.077565000000000009 -0.082109999999999975 0.083060000000000009 0.082850000000000021 -0.078934999999999991 -0.074054999999999996
decision_type=2 2 2 2 2 2
left_child=1 -1 3 4 -2 -4
right_child=2 -3 5 -5 -6 -7
leaf_value=0.006068754083600943 -0.017136771554486552 -0.018930281637609601 0.0048972417077494642 0.029511895743668765 0.010065514945788508 -0.017981731680667943
leaf_weight=0.0017861124054266572 0.0010015156289631916 0.0015314071300453469 0.0018592224179389358 0.0011818067735490921 0.0013633683957745288 0.0012727412720596465
leaf_count=424 368 1212 198 387 344 188
internal_value=0 -0.0054711 0.00264373 0.00886393 -0.00145451 -0.00440012
internal_weight=0 0.00331752 0.00667865 0.00354669 0.00236488 0.00313196
internal_count=3121 1636 1485 1099 712 386
is_linear=0
shrinkage=0.1


Tree=4953
num_leaves=9
num_cat=0
split_feature=48 48 51 2 2 4 52 3
split_gain=5.64893e-05 7.71574e-05 8.67168e-05 6.90675e-05 8.96894e-05 9.27269e-05 7.04364e-05 7.68602e-05
threshold=0.11951500000000001 0.092475000000000016 0.085720000000000005 0.11293500000000002 0.10097500000000002 0.16173500000000005 -0.088204999999999992 -0.055119999999999995
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 -1 -8
right_child=-2 -3 -4 -5 -6 -7 7 -9
leaf_value=-0.0004617101717079095 -0.00044991958151199336 0.00049426490489691284 -0.0005688358336914664 0.00046318126680133207 -0.00052266948615743117 0.00059868971663474982 -0.00018376102668206658 0.00040200454899064133
leaf_weight=0.001192473555599166 0.0010039723061618612 0.0012490028507974758 0.0010045407961028702 0.0012632880705754348 0.0012000741825668503 0.0010328971514063428 0.0018365606908069682 0.0016216683607246912
leaf_count=346 114 251 325 338 256 158 1204 129
internal_value=0 3.7118e-05 -2.52737e-05 4.17489e-05 -3.55921e-05 6.72527e-05 -5.07767e-05 9.09222e-05
internal_weight=0 0.0104005 0.0091515 0.00814696 0.00688367 0.0056836 0.0046507 0.00345823
internal_count=3121 3007 2756 2431 2093 1837 1679 1333
is_linear=0
shrinkage=0.00196078


Tree=4954
num_leaves=8
num_cat=0
split_feature=11 13 39 0 151 4 3
split_gain=1.4441e-05 3.29277e-05 3.7738e-05 4.04377e-05 4.41811e-05 3.18319e-05 1.7672e-06
threshold=0.076920000000000002 -0.094514999999999988 0.0046100000000000004 -0.053834999999999994 -0.0083949999999999979 0.053180000000000012 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 6 -6
right_child=-2 2 -4 -5 5 -7 -8
leaf_value=0.012870799176610624 -0.011020434484481515 -0.018117272919864851 0.016068481779493198 -0.021309985666951796 -0.00091891872168819902 0.014798948034855694 -0.0068322266402187672
leaf_weight=0.0019197781114236763 0.0010711049481310015 0.0011276696957925035 0.0010006248739214789 0.0012021363229890716 0.0010001546060156305 0.0016539024295074986 0.0010216203629870306
leaf_count=322 226 334 309 261 1352 236 81
internal_value=0 0.00126786 -0.00191151 -0.00490731 -0.000802209 0.00450992 -0.00390696
internal_weight=0 0.00892589 0.00700611 0.00600548 0.00480335 0.00367568 0.00202177
internal_count=3121 2895 2573 2264 2003 1669 1433
is_linear=0
shrinkage=0.1


Tree=4955
num_leaves=9
num_cat=0
split_feature=4 0 43 403 4 16 4 16
split_gain=4.12337e-05 8.12754e-05 4.56119e-05 5.66566e-05 9.92047e-05 5.16201e-05 4.3335e-05 5.29873e-05
threshold=-0.49405499999999997 -1.0000000180025095e-35 -0.24021999999999996 0.03138500000000001 -0.064804999999999988 -0.014034999999999997 0.033845000000000007 -0.48836499999999994
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 -4 6 -6 -8
right_child=1 -3 3 -5 5 -7 7 -9
leaf_value=-0.00038099056730909694 -0.00041535649490648577 0.00051283181599363307 -0.00057923788971007972 0.00045415046430168034 0.00026432355471846128 0.00033478752851617713 7.7140784572432992e-05 -0.00044185750589595678
leaf_weight=0.0010332862834984526 0.0010595860530212128 0.0011855781413058876 0.001121943109934063 0.0010001595662637855 0.0011291488938335531 0.0017903825821694967 0.0014927922381146462 0.0015329815285891548
leaf_count=156 153 186 763 304 431 683 208 237
internal_value=0 2.98569e-05 -3.28806e-05 1.73544e-05 -4.44611e-05 5.6457e-05 -6.34774e-05 -0.000185805
internal_weight=0 0.0103126 0.00912699 0.00806741 0.00706725 0.00594531 0.00415492 0.00302577
internal_count=3121 2965 2779 2626 2322 1559 876 445
is_linear=0
shrinkage=0.00196078


Tree=4956
num_leaves=8
num_cat=0
split_feature=13 43 42 0 1 4 2
split_gain=1.51368e-05 3.48001e-05 4.18071e-05 3.38656e-05 2.65455e-05 5.99167e-05 7.76817e-05
threshold=0.19762500000000002 -0.063379999999999978 0.082250000000000004 -0.077999999999999986 0.086560000000000012 0.0061450000000000003 0.11215000000000001
decision_type=2 2 2 2 2 2 2
left_child=1 3 4 -1 -3 -6 -7
right_child=-2 2 -4 -5 5 6 -8
leaf_value=-0.0008874163707170825 -0.011314333863081236 0.01020182634981464 -0.020821060412426005 0.022616806218202872 -0.02385557068329195 0.020854848998706522 -0.01557950674904195
leaf_weight=0.0011701943564739995 0.0010658552431245501 0.0019823908186720677 0.0010494936021567718 0.0012874380259603707 0.0010787461747063139 0.0013099359165205551 0.0010576953345762495
leaf_count=838 150 535 614 417 305 131 131
internal_value=0 0.00129341 -0.0025503 0.0114253 0.000981815 -0.00432163 0.00457848
internal_weight=0 0.00893589 0.00647826 0.00245763 0.00542877 0.00344638 0.00236763
internal_count=3121 2971 1716 1255 1102 567 262
is_linear=0
shrinkage=0.1


Tree=4957
num_leaves=8
num_cat=0
split_feature=43 40 3 3 3 43 2
split_gain=4.33578e-05 6.88137e-05 5.10104e-05 5.36076e-05 5.72803e-05 4.89788e-05 5.61854e-05
threshold=0.16180500000000003 -0.013874999999999998 0.12745000000000004 0.092670000000000016 -0.074084999999999998 -0.088704999999999992 0.088225000000000012
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 4 5 -3 -7
right_child=-2 2 -4 -5 -6 6 -8
leaf_value=0.0005010339731598343 -0.00039119131667737111 -0.00016807247763356883 -0.00041526111324124157 0.00034547660546465378 -0.00033560953513578362 -4.6543961271212862e-05 0.00053719746807064529
leaf_weight=0.0010805849977848824 0.0010179017984368434 0.0018741239401616839 0.0011146510673224379 0.0016651630966572073 0.0018909280100801893 0.0012482014765075444 0.0012881522645557201
leaf_count=309 218 447 160 152 404 877 554
internal_value=0 3.32724e-05 -2.23871e-05 3.25822e-05 -5.01009e-05 7.23067e-05 0.000249924
internal_weight=0 0.0101618 0.00908122 0.00796657 0.00630141 0.00441048 0.00253635
internal_count=3121 2903 2594 2434 2282 1878 1431
is_linear=0
shrinkage=0.00196078


Tree=4958
num_leaves=9
num_cat=0
split_feature=48 48 51 1 42 4 2 1
split_gain=4.914e-05 9.82722e-05 6.66252e-05 8.5502e-05 5.10681e-05 5.70739e-05 6.80388e-05 9.30919e-05
threshold=0.11951500000000001 0.092475000000000016 0.085720000000000005 0.111945 0.086325000000000013 0.055260000000000011 0.098260000000000014 0.080270000000000022
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 7 -1
right_child=-2 -3 -4 -5 -6 -7 -8 -9
leaf_value=-0.00050907864865266841 -0.00041113699607686405 0.00054604033679317096 -0.0005107167456864279 0.00040474155269365784 -0.00037761508828875536 -0.00038813293478461057 0.0005361985655800395 0.00024720679049075372
leaf_weight=0.0010051010783989592 0.0010343927004330513 0.0012796228062034115 0.0010035943078990093 0.001781323288698118 0.0016542057866086885 0.0010279436200462556 0.0011287675185345861 0.001657935033636111
leaf_count=656 114 251 325 327 773 178 210 287
internal_value=0 3.67166e-05 -3.36745e-05 2.43195e-05 -8.03545e-05 2.16696e-05 0.000132766 -3.82356e-05
internal_weight=0 0.0105385 0.00925887 0.00825528 0.00647395 0.00481975 0.0037918 0.00266304
internal_count=3121 3007 2756 2431 2104 1331 1153 943
is_linear=0
shrinkage=0.00196078


Tree=4959
num_leaves=8
num_cat=0
split_feature=12 3 52 0 47 2 52
split_gain=1.46093e-05 3.3288e-05 2.86299e-05 4.87723e-05 5.39347e-05 3.94013e-05 4.47439e-05
threshold=0.10711000000000002 0.13524500000000003 -0.12005499999999998 -0.061629999999999997 0.090280000000000013 0.084055000000000005 -0.0064899999999999992
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 4 5 -4 -7
right_child=-2 -3 3 -5 -6 6 -8
leaf_value=-0.016625497245814729 -0.01084405748104968 0.017994437096383077 0.017720167465271056 0.016137017931167768 -0.023885210018435261 -0.019275953132408201 0.0056461889544514362
leaf_weight=0.0010133838751627197 0.0011146756987691674 0.0010531104460335455 0.0011158126883488314 0.001688094832178951 0.0010325384483400955 0.0011976034909272745 0.001807823074733641
leaf_count=454 285 179 548 232 177 344 902
internal_value=0 0.00129937 -0.000938842 0.00138459 -0.0034475 0.00167298 -0.0042848
internal_weight=0 0.00890837 0.00785526 0.00684187 0.00515378 0.00412124 0.00300543
internal_count=3121 2836 2657 2203 1971 1794 1246
is_linear=0
shrinkage=0.1


Tree=4960
num_leaves=8
num_cat=0
split_feature=1 4 47 15 1 2 47
split_gain=1.74562e-05 4.09047e-05 2.79226e-05 5.9265e-05 5.27891e-05 5.36716e-05 2.95423e-05
threshold=0.077565000000000009 -0.082109999999999975 0.087235000000000021 0.035560000000000008 0.11181500000000001 0.089775000000000008 0.11069000000000002
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 4 5 -2 -4
right_child=2 -3 6 -5 -6 -7 -8
leaf_value=0.0043124019282194436 0.0064903335708516967 -0.017938675534864414 -0.017465013640256093 -0.012803673837533667 -0.0034017020565695923 0.037924474388474037 0.0052411985462004857
leaf_weight=0.0017882721159805546 0.0010170065680006088 0.0015356255961872858 0.0011389045324789772 0.0010760801058978943 0.0011230957124884243 0.0011658520366186788 0.0011531857282193201
leaf_count=424 228 1212 152 397 310 250 148
internal_value=0 -0.00596749 0.00290224 0.00758023 0.0142151 0.0232791 -0.00604117
internal_weight=0 0.0033239 0.00667412 0.00438203 0.00330595 0.00218286 0.00229209
internal_count=3121 1636 1485 1185 788 478 300
is_linear=0
shrinkage=0.1


Tree=4961
num_leaves=9
num_cat=0
split_feature=48 48 51 0 4 4 42 4
split_gain=5.54594e-05 9.6226e-05 9.87602e-05 9.70577e-05 5.86199e-05 5.06637e-05 7.65132e-05 5.64732e-05
threshold=0.11951500000000001 0.092475000000000016 0.086310000000000012 -0.16360999999999995 0.16173500000000005 0.055260000000000011 0.086325000000000013 -0.084369999999999987
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 6 7 -5
right_child=-2 -3 -4 4 -6 -7 -8 -9
leaf_value=0.00058585688917115776 -0.0004450154750334003 0.00053418659452780163 -0.00061234020570320117 -0.00017282251594588602 0.00028358192883560634 -0.00052861458182350556 -0.00048192104242246724 0.0003291520856268784
leaf_weight=0.001077030662386823 0.0010089071255879574 0.0013079169607621869 0.001011183820370889 0.0016079590888323 0.0016272087381722132 0.0010446537578219948 0.0011800537799323005 0.0018565396869795678
leaf_count=120 114 251 320 414 326 180 676 720
internal_value=0 3.58642e-05 -3.34383e-05 3.63037e-05 -4.45946e-05 -0.000138459 -5.07046e-05 9.61733e-05
internal_weight=0 0.0107125 0.00940463 0.00839345 0.00731642 0.00568921 0.00464455 0.0034645
internal_count=3121 3007 2756 2436 2316 1990 1810 1134
is_linear=0
shrinkage=0.00196078


Tree=4962
num_leaves=7
num_cat=0
split_feature=4 16 2 48 0 3
split_gain=1.46504e-05 3.11942e-05 4.35941e-05 5.07408e-05 6.90647e-05 3.73496e-05
threshold=0.27287000000000006 -0.36241499999999999 0.10981000000000002 0.083985000000000018 -0.014954999999999998 -0.074084999999999998
decision_type=2 2 2 2 2 2
left_child=1 -1 3 4 5 -3
right_child=-2 2 -4 -5 -6 -7
leaf_value=-0.017499258957659025 0.0090858672576293129 0.007960091277089942 0.016307776260302193 0.014028964829046676 -0.029879951975481569 -0.012711915218739276
leaf_weight=0.0010834742756685445 0.0014947952133628267 0.0019659582967861324 0.001436706269246679 0.0013430625236028632 0.0011038225893419389 0.0015736072579826789
leaf_count=139 352 1408 370 382 161 309
internal_value=0 -0.00164874 0.000664777 -0.00308943 -0.00804079 -0.00123019
internal_weight=0 0.00850663 0.00742316 0.00598645 0.00464339 0.00353957
internal_count=3121 2769 2630 2260 1878 1717
is_linear=0
shrinkage=0.1


Tree=4963
num_leaves=8
num_cat=0
split_feature=14 15 13 13 3 0 15
split_gain=3.54462e-05 7.83015e-05 4.61345e-05 9.12912e-05 6.39798e-05 6.86032e-05 2.92744e-05
threshold=-1.0000000180025095e-35 -0.10653 -0.095304999999999987 -0.033284999999999988 0.083060000000000009 -0.077809999999999976 -0.037864999999999989
decision_type=2 2 2 2 2 2 2
left_child=-1 -2 -3 -4 5 -5 -6
right_child=1 2 3 4 6 -7 -8
leaf_value=-0.0003578710286368307 0.00043549810829706195 0.00021924919969852939 -0.00056568987761588196 -0.0001586201524275778 -0.00051126845544307805 0.00041216134500677621 -4.063497181366298e-05
leaf_weight=0.0010229108864682002 0.0015203088301729744 0.0019441643949780945 0.0014180852206045454 0.001436473060236479 0.0010311240683581469 0.0018551286938971064 0.0010018487043814556
leaf_count=161 388 233 1173 589 52 399 126
internal_value=0 2.49844e-05 -4.68609e-05 -0.000123591 -5.84695e-06 0.000163069 -0.00027934
internal_weight=0 0.0102071 0.00868682 0.00674266 0.00532457 0.0032916 0.00203297
internal_count=3121 2960 2572 2339 1166 988 178
is_linear=0
shrinkage=0.00196078


Tree=4964
num_leaves=10
num_cat=0
split_feature=11 3 13 47 15 13 3 4 0
split_gain=7.49945e-05 7.07848e-05 4.79497e-05 8.26615e-05 0.00013962 0.000117796 8.97545e-05 0.000118743 2.67229e-05
threshold=0.080455000000000013 -0.10519499999999998 -0.094514999999999988 0.10621500000000002 -0.10653 -0.033284999999999988 -0.016324999999999996 0.0061450000000000003 -0.084269999999999984
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 8 4 -4 -6 -7 -8 -3
right_child=-2 2 3 -5 5 6 7 -9 -10
leaf_value=0.00039978694080225951 -0.00051514633973198925 1.9372566569848126e-05 0.00063920357174374661 -0.00056287046650996991 -0.00071876943327213254 0.00048164437582822546 -0.00063131584514026368 0.00020309620288763017 0.00046509943190137801
leaf_weight=0.0017838688660308443 0.0010134183248474366 0.0010652440286444183 0.0010572045346513613 0.0012421682328028873 0.0010780293442151567 0.0011197220812495835 0.0012146024903380371 0.0014249598376421674 0.0010050555072359992
leaf_count=230 189 220 258 169 1090 621 191 76 77
internal_value=0 4.22991e-05 -2.69648e-05 -0.000103178 -6.30614e-06 -0.000147384 1.64696e-05 -0.000180861 0.000235757
internal_weight=0 0.0109909 0.00920699 0.00713669 0.00589452 0.00483731 0.00375928 0.00263956 0.0020703
internal_count=3121 2932 2702 2405 2236 1978 888 267 297
is_linear=0
shrinkage=0.00196078


Tree=4965
num_leaves=9
num_cat=0
split_feature=484 4 16 0 0 4 2 16
split_gain=9.70664e-05 5.76366e-05 6.20007e-05 0.000106662 6.6312e-05 5.61256e-05 8.96401e-05 9.57305e-05
threshold=-1.0000000180025095e-35 0.27044500000000005 -0.014034999999999997 -0.053834999999999994 0.12500000000000003 -0.082109999999999975 0.092365000000000017 -0.091114999999999988
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 5 -4 -5 -2 7 -7
right_child=1 -3 3 4 -6 6 -8 -9
leaf_value=-0.00059366612212105661 0.00024518138971598124 0.00038745080858825778 0.00054590120191373205 -0.0003730173266514933 0.00024406313260055316 0.00020902524935375786 -0.0006636174277073277 -0.00054112943178975228
leaf_weight=0.0010021675224658718 0.0010711189758286672 0.0016031733763402197 0.0016849213010894956 0.0014262063285266752 0.0012619408305004232 0.0018393176890453855 0.0013988986047049094 0.001014955401009206
leaf_count=515 397 346 578 240 63 233 361 388
internal_value=0 4.30485e-05 -1.38882e-05 0.000159109 -8.33312e-05 -0.000155978 -0.000257006 -5.77234e-05
internal_weight=0 0.0113005 0.00969736 0.00437307 0.00268815 0.00532429 0.00425317 0.00285427
internal_count=3121 2606 2260 881 303 1379 982 621
is_linear=0
shrinkage=0.00196078


Tree=4966
num_leaves=8
num_cat=0
split_feature=48 48 51 1 15 15 4
split_gain=6.08812e-05 9.73407e-05 5.84916e-05 7.88776e-05 4.75083e-05 4.59363e-05 0.000116987
threshold=0.11951500000000001 0.092475000000000016 0.084305000000000019 0.111945 -0.0063699999999999989 0.090615000000000015 -0.084369999999999987
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 4 -1 6 -6
right_child=-2 -3 -4 -5 5 -7 -8
leaf_value=-0.00034760725974682956 -0.00046822517024822482 0.00054778362217620643 -0.00043286369320259815 0.00039057963092700623 -0.00018287142037214579 -0.00033001948633624816 0.0005520224182376189
leaf_weight=0.0017766084991602789 0.001005842308487115 0.0012606939325254763 0.0012210042922434884 0.0017889986918204117 0.0018787997515072779 0.0010309686298504029 0.0014959047749955913
leaf_count=842 114 251 335 327 428 460 364
internal_value=0 3.68505e-05 -3.32224e-05 2.79929e-05 -7.69307e-05 3.22208e-05 0.000142885
internal_weight=0 0.010453 0.00919228 0.00797128 0.00618228 0.00440567 0.0033747
internal_count=3121 3007 2756 2421 2094 1252 792
is_linear=0
shrinkage=0.00196078


Tree=4967
num_leaves=9
num_cat=0
split_feature=4 0 43 403 4 3 13 16
split_gain=5.89008e-05 8.2399e-05 4.17882e-05 5.37046e-05 9.77108e-05 5.93246e-05 9.76658e-05 7.79396e-05
threshold=-0.49405499999999997 -1.0000000180025095e-35 -0.24021999999999996 0.03138500000000001 -0.064804999999999988 -0.077774999999999983 -0.081829999999999986 -0.070454999999999976
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 -4 -6 -7 -8
right_child=1 -3 3 -5 5 6 7 -9
leaf_value=-0.00046211553920402982 -0.00039632724125974295 0.00051132995716892727 -0.00057252481924234436 0.00043878309301420733 -0.00029888293873961755 0.00066440749026310409 -0.00027968976240227972 0.00030169720108660095
leaf_weight=0.0010165957044206064 0.0010644646315143792 0.0012195940634859058 0.0011294372406303165 0.0010151756103605782 0.0013979106266930452 0.0011268239191216762 0.0018308456201212599 0.0017187635858809914
leaf_count=156 153 186 763 304 749 223 243 344
internal_value=0 3.21704e-05 -3.07784e-05 1.6565e-05 -4.29351e-05 5.55346e-05 0.000161479 1.82482e-06
internal_weight=0 0.010503 0.00928342 0.00821896 0.00720378 0.00607434 0.00467643 0.00354961
internal_count=3121 2965 2779 2626 2322 1559 810 587
is_linear=0
shrinkage=0.00196078


Tree=4968
num_leaves=8
num_cat=0
split_feature=11 13 12 0 151 4 1
split_gain=1.74119e-05 3.61048e-05 3.75457e-05 6.24372e-05 4.31498e-05 4.70562e-05 1.08778e-05
threshold=0.078340000000000007 -0.094514999999999988 -0.010834999999999999 -0.053834999999999994 -0.0083949999999999979 0.053180000000000012 0.089105000000000018
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -3 4 -4 6 -6
right_child=-2 2 3 -5 5 -7 -8
leaf_value=0.01316400339824788 -0.012548573019305877 0.015866062699697935 -0.016670283002124225 -0.02457714607207806 0.002736004106274417 0.018167677926259323 -0.011881338781486958
leaf_weight=0.0020032549993497413 0.0010074045959686606 0.0010059345886023309 0.0011496929371173784 0.0012843244559260225 0.0010126085143540506 0.0016345096214537098 0.0010238538890704847
leaf_count=334 208 320 332 274 1125 230 298
internal_value=0 0.0013058 -0.00203483 -0.00498441 0.000235504 0.00553014 -0.00461303
internal_weight=0 0.00911418 0.00711092 0.00610499 0.00482066 0.00367097 0.00203646
internal_count=3121 2913 2579 2259 1985 1653 1423
is_linear=0
shrinkage=0.1


Tree=4969
num_leaves=10
num_cat=0
split_feature=48 48 51 2 2 4 52 4 12
split_gain=5.53368e-05 0.00011245 0.000113514 7.27036e-05 9.35261e-05 9.81265e-05 6.16805e-05 9.97335e-05 8.51392e-05
threshold=0.11951500000000001 0.092475000000000016 0.086310000000000012 0.11293500000000002 0.10097500000000002 0.16173500000000005 -0.088204999999999992 -1.0000000180025095e-35 0.085885000000000017
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 -1 8 -8
right_child=-2 -3 -4 -5 -6 -7 7 -9 -10
leaf_value=-0.00044122861685283801 -0.00043712696209471095 0.00057835226160302198 -0.00065648628286484674 0.00046331426462899194 -0.00052619753422113505 0.00059909525677716779 0.00071216822776049178 -0.00044405041445369237 -1.9430822927309862e-05
leaf_weight=0.0012037166072918094 0.0010430285900385359 0.0012922696086836586 0.0010189825216481664 0.0012974604784612006 0.0012588610537629732 0.0010718587022155402 0.0010392764746030435 0.0010230350566363955 0.0014860180048090125
leaf_count=347 114 251 320 338 257 158 369 215 752
internal_value=0 3.60267e-05 -3.85361e-05 3.66028e-05 -4.15646e-05 6.31908e-05 -5.76864e-05 7.24245e-05 0.000281656
internal_weight=0 0.0106915 0.00939921 0.00838023 0.00708277 0.0058239 0.00475205 0.00354833 0.00252529
internal_count=3121 3007 2756 2436 2098 1841 1683 1336 1121
is_linear=0
shrinkage=0.00196078


Tree=4970
num_leaves=8
num_cat=0
split_feature=48 48 51 1 15 15 4
split_gain=4.44504e-05 9.66823e-05 5.53502e-05 7.45822e-05 5.89644e-05 5.91812e-05 0.000107268
threshold=0.11951500000000001 0.092475000000000016 0.084305000000000019 0.111945 -0.0063699999999999989 0.090615000000000015 -0.084369999999999987
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 4 -1 6 -6
right_child=-2 -3 -4 -5 5 -7 -8
leaf_value=-0.00038463218105508123 -0.0004037279587075703 0.00053867587970953749 -0.00043062402506419535 0.0003747476261308474 -0.00014667527129671155 -0.00037553024102080049 0.00055888491158136849
leaf_weight=0.001776687472311537 0.0010026704644136254 0.0012558643376218452 0.0012183540287724224 0.0017561924547380356 0.0018795964955693337 0.0010170286599732589 0.0014813620304958966
leaf_count=842 114 251 335 327 428 460 364
internal_value=0 2.85895e-05 -4.15807e-05 1.8336e-05 -8.33636e-05 3.88981e-05 0.000164304
internal_weight=0 0.0103851 0.00912922 0.00791087 0.00615467 0.00437799 0.00336096
internal_count=3121 3007 2756 2421 2094 1252 792
is_linear=0
shrinkage=0.00196078


Tree=4971
num_leaves=8
num_cat=0
split_feature=474 160 133 0 1 2 0
split_gain=5.60577e-05 0.000100514 7.7504e-05 7.10337e-05 0.000100453 9.82294e-05 9.00523e-05
threshold=0.084410000000000013 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.18113999999999997 0.10920500000000001 0.10097500000000002 -0.077999999999999986
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -3 -4 5 6 -5
right_child=-2 2 3 4 -6 -7 -8
leaf_value=-0.00049307771936460637 0.00043200836812391026 -0.00040648404182401455 -0.00024013062465390669 -3.868826823089576e-05 0.00061984947354619705 -0.00035684597886502262 0.00067198572459717441
leaf_weight=0.0016709282186786476 0.0010096283852081946 0.0013304682068254027 0.0017578490129409588 0.0015945542641378643 0.0016491253990666768 0.0014871123598057812 0.0012024518015817541
leaf_count=727 353 707 118 412 287 257 260
internal_value=0 -5.13394e-05 3.04772e-05 0.000106066 0.000208634 5.03417e-05 0.000266835
internal_weight=0 0.0106925 0.00902156 0.00769109 0.00593324 0.00428412 0.00279701
internal_count=3121 2768 2041 1334 1216 929 672
is_linear=0
shrinkage=0.00196078


Tree=4972
num_leaves=10
num_cat=0
split_feature=159 43 43 1 3 13 1 3 13
split_gain=7.15644e-05 7.04442e-05 6.48359e-05 9.6631e-05 8.80245e-05 9.49985e-05 6.3862e-05 9.49732e-05 2.84553e-05
threshold=-0.032739999999999991 0.16180500000000003 0.016310000000000002 1.0000000180025095e-35 -0.10519499999999998 -0.00096999999999999983 0.11061500000000002 0.090900000000000009 -0.029529999999999997
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 8 -5 -6 7 -7 -2
right_child=1 -3 -4 4 5 6 -8 -9 -10
leaf_value=-0.00050360252413117555 -0.00054681607330855345 -0.00045429612556034394 0.00055632040729159304 0.00060878324639823374 0.0004244451569223954 -0.00030870250317313808 -0.00047942178441015549 0.00047126280950153201 -9.6628300768344757e-05
leaf_weight=0.0010116571925989177 0.0010888787555552869 0.0010012600117025516 0.0010332002814313042 0.0013118663522367 0.0017186355116800981 0.0012796436677950211 0.0013198628721974772 0.0011304669931919697 0.0010704933393763578
leaf_count=421 621 195 255 228 584 115 102 114 486
internal_value=0 4.14559e-05 9.13278e-05 3.74669e-05 0.000152808 4.30226e-05 -0.000132723 5.71417e-05 -0.000323639
internal_weight=0 0.0109543 0.00995305 0.00891985 0.00676048 0.00544861 0.00372997 0.00241011 0.00215937
internal_count=3121 2700 2505 2250 1143 915 331 229 1107
is_linear=0
shrinkage=0.00196078


Tree=4973
num_leaves=10
num_cat=0
split_feature=41 484 3 3 13 49 2 2 47
split_gain=0.000146463 0.000133048 7.18016e-05 5.41162e-05 8.52979e-05 6.33505e-05 6.38671e-05 5.02371e-05 3.49357e-05
threshold=0.075585000000000013 -1.0000000180025095e-35 -0.10519499999999998 -0.078934999999999991 -0.010384999999999998 -0.056454999999999991 0.11215000000000001 0.092875000000000013 0.09055500000000001
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 7 -6 8 -5 -7
right_child=-2 2 3 4 5 6 -8 -9 -10
leaf_value=-0.00063521511274969343 -0.00073168033998609642 0.00046981000859698123 -0.00028292136446218975 0.00063724069433934803 -0.00048463517464537409 0.00053154235243254731 -0.00031118032930868675 0.00012946824986450256 2.2746000258298166e-05
leaf_weight=0.0010017035018168403 0.0010061389450916709 0.0017951971524020833 0.0016303627307462411 0.0013950372002440505 0.0010504201580861169 0.0010220507978174484 0.0010997718183896627 0.0016178882739599125 0.0010538301992975008
leaf_count=489 170 252 1070 317 115 185 114 361 48
internal_value=0 4.80201e-05 0.000112195 3.98124e-05 0.000112498 -6.72171e-05 7.08536e-05 0.000364576 0.00027325
internal_weight=0 0.0116663 0.0106646 0.00886936 0.007239 0.00422607 0.00317565 0.00301293 0.00207588
internal_count=3121 2951 2462 2210 1140 462 347 678 233
is_linear=0
shrinkage=0.00196078


Tree=4974
num_leaves=9
num_cat=0
split_feature=14 15 52 13 13 4 4 3
split_gain=4.49811e-05 8.60539e-05 4.44378e-05 7.45768e-05 9.94612e-05 5.48797e-05 4.66347e-05 3.88819e-05
threshold=-1.0000000180025095e-35 -0.10653 0.11434500000000002 -0.095304999999999987 -0.033284999999999988 -0.0029599999999999995 -0.084369999999999987 0.090900000000000009
decision_type=2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 -5 6 -6 -7
right_child=1 2 -4 4 5 7 -8 -9
leaf_value=-0.00039527027483857641 0.00045637668679548115 0.00037167281874950334 -0.00040350463529368013 -0.00063553427511197844 -1.0530870333389084e-05 -0.00043380210076678148 0.00052530069660259877 7.2249508507919087e-05
leaf_weight=0.0010425666435667355 0.0015603834428162483 0.0017084954882816529 0.0011451639308568224 0.0010665938468682936 0.0014180041870793907 0.0012169864901180418 0.0011158978050052975 0.0011218370000457556
leaf_count=161 388 200 377 945 456 179 353 62
internal_value=0 3.20242e-05 -4.32805e-05 1.06585e-05 -9.31903e-05 2.55237e-05 0.000225442 -0.00019107
internal_weight=0 0.0103534 0.00879298 0.00764781 0.00593932 0.00487273 0.0025339 0.00233882
internal_count=3121 2960 2572 2195 1995 1050 809 241
is_linear=0
shrinkage=0.00196078


Tree=4975
num_leaves=9
num_cat=0
split_feature=50 4 40 2 3 2 1 1
split_gain=2.23559e-05 3.23373e-05 4.57918e-05 7.40511e-05 0.000130494 4.91736e-05 4.06833e-05 3.21573e-05
threshold=0.088425000000000017 0.36766000000000004 -1.0000000180025095e-35 0.11215000000000001 0.092670000000000016 0.092875000000000013 0.077565000000000009 0.09253500000000002
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 6 -4 -8
right_child=-2 -3 3 -5 -6 -7 7 -9
leaf_value=-0.020532511459959234 -0.014259698335932347 0.016461703898199332 -0.0092811660767517495 -0.021862867430961871 0.036770651796235586 -0.020000226387851927 0.023899906101842616 0.00050831042806785394
leaf_weight=0.0010336989435866164 0.0010061120309370229 0.0012403867418879855 0.0013496402177184384 0.0010949601381153367 0.0011442365584873743 0.0010455589642875528 0.0012058443468270438 0.0011464760683399127
leaf_count=227 560 303 899 237 104 400 209 182
internal_value=0 0.00143556 -0.000888283 0.00201812 0.00645631 -0.000849985 0.00455869 0.0124993
internal_weight=0 0.0092608 0.00802042 0.00698672 0.00589176 0.00474752 0.00370196 0.00235232
internal_count=3121 2561 2258 2031 1794 1690 1290 391
is_linear=0
shrinkage=0.1


Tree=4976
num_leaves=8
num_cat=0
split_feature=50 16 160 43 52 2 2
split_gain=1.8157e-05 3.28029e-05 5.94321e-05 6.09655e-05 4.45724e-05 5.76484e-05 3.35232e-05
threshold=0.088425000000000017 -0.014034999999999997 -0.054789999999999998 -0.074359999999999996 0.084960000000000022 0.11389000000000002 0.089885000000000007
decision_type=2 2 2 2 2 2 2
left_child=1 4 -3 -4 5 6 -1
right_child=-2 2 3 -5 -6 -7 -8
leaf_value=-0.0023885833909248378 -0.012859983208591426 0.026297099478308106 0.015258482588534784 -0.01384114130217665 -0.022934240108617488 -0.020297867361441409 0.0184710988061061
leaf_weight=0.0016567981607219727 0.0010041677155818605 0.0012347041379646021 0.0013802882965702316 0.0015049461884038783 0.0010047357882882503 0.0010006345887084512 0.001440069499510472
leaf_count=363 560 372 359 376 663 169 259
internal_value=0 0.00129999 0.00793703 8.00393e-05 -0.00405926 0.000569009 0.00731134
internal_weight=0 0.00922218 0.00411994 0.00288523 0.00510224 0.0040975 0.00309687
internal_count=3121 2561 1107 735 1454 791 622
is_linear=0
shrinkage=0.1


Tree=4977
num_leaves=10
num_cat=0
split_feature=42 42 403 15 42 3 15 16 0
split_gain=4.1666e-05 6.84972e-05 7.96059e-05 9.9278e-05 5.13805e-05 6.22995e-05 5.44627e-05 6.80302e-05 5.46153e-05
threshold=0.10194000000000002 0.091295000000000015 0.03138500000000001 0.079055000000000014 0.075730000000000006 -0.10519499999999998 -0.016799999999999995 -0.056919999999999991 -0.23001499999999997
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 -1 7 8 -7
right_child=-2 -3 -4 -5 -6 6 -8 -9 -10
leaf_value=0.00048181836664017684 -0.00038489774386101113 0.00047979362423580314 0.00047323111433172151 -0.00066696785626739301 -0.00042383429352748519 -0.00027146790541515621 0.00025036556882848465 -0.00056650112944123059 0.00031020151971601336
leaf_weight=0.0010793076365277019 0.001030440303085218 0.0011511103169885304 0.001086342471801058 0.0010116447349697811 0.0010092085198299423 0.001277754722361805 0.0017440894054029507 0.00114569361946185 0.0012067292576641239
leaf_count=167 355 348 291 675 538 82 164 254 247
internal_value=0 2.79156e-05 -2.64903e-05 -9.05499e-05 -1.24114e-05 5.19268e-05 -3.44078e-05 -0.000171225 1.10525e-05
internal_weight=0 0.0107119 0.00956077 0.00847443 0.00746278 0.00645357 0.00537427 0.00363018 0.00248448
internal_count=3121 2766 2418 2127 1452 914 747 583 329
is_linear=0
shrinkage=0.00196078


Tree=4978
num_leaves=10
num_cat=0
split_feature=47 4 1 47 15 15 3 0 13
split_gain=4.61872e-05 8.32486e-05 0.000159489 6.79542e-05 5.88168e-05 6.13869e-05 5.68313e-05 9.14847e-05 4.21845e-05
threshold=0.12431000000000002 0.24564500000000003 0.111945 0.087235000000000021 -0.090344999999999995 -0.0040799999999999994 -0.116045 -0.083914999999999976 -0.014169999999999999
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 3 -3 4 -1 -6 -7 -8 -9
right_child=-2 2 -4 -5 5 6 7 8 -10
leaf_value=0.00041424724829138124 -0.0003994490832504435 -0.00012250551392842322 0.00093751030355942208 -0.00053849535928674765 -0.00050726438436147873 -0.0003469409776656236 0.00050297796500527734 -0.00036754927205218146 0.0001525295065906419
leaf_weight=0.0011439318012631417 0.0010620766610090265 0.001175749267751409 0.0010184003827023204 0.0010026162167238112 0.0010281541145478138 0.0012524174874095984 0.0015540043258933474 0.0012003274413254627 0.0011981464121948134
leaf_count=306 91 144 258 259 626 206 417 429 385
internal_value=0 2.94913e-05 0.000369494 -5.95364e-05 5.55957e-06 -6.94456e-05 1.70394e-05 0.000132373 -0.000107746
internal_weight=0 0.0105737 0.00219415 0.0083796 0.00737698 0.00623305 0.0052049 0.00395248 0.00239847
internal_count=3121 3030 402 2628 2369 2063 1437 1231 814
is_linear=0
shrinkage=0.00196078


Tree=4979
num_leaves=10
num_cat=0
split_feature=48 48 1 4 15 42 2 52 13
split_gain=5.65547e-05 0.000100736 6.20479e-05 6.94492e-05 6.22627e-05 5.8511e-05 5.24341e-05 3.90924e-05 5.31072e-05
threshold=0.11951500000000001 0.092475000000000016 0.111945 0.11275500000000001 -0.0063699999999999989 0.086325000000000013 0.08622500000000001 0.090245000000000006 -0.0034749999999999994
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 4 -4 6 7 -1 8 -6
right_child=-2 -3 3 -5 5 -7 -8 -9 -10
leaf_value=-6.6173890170846518e-05 -0.00044741939519564157 0.00055504181616595832 -9.7169483413313967e-05 0.00062987020674105162 0.00056994505703443011 -0.00034001112428259049 -0.00063426387501129122 -0.00016623366146269701 -1.8895324912924281e-05
leaf_weight=0.0011702698810701919 0.0010208825657616076 0.0012645661607440786 0.0010035982396365813 0.0010170447221115777 0.0012302583586806062 0.0013067516831915317 0.0013397937981725117 0.0010530749469820182 0.0011295147086283278
leaf_count=290 114 251 124 250 344 545 696 167 340
internal_value=0 3.59701e-05 -3.49898e-05 0.000268769 -0.000119889 1.28126e-05 -0.000369403 0.000147906 0.000288094
internal_weight=0 0.0105149 0.00925031 0.00202064 0.00722966 0.0047196 0.00251006 0.00341285 0.00235977
internal_count=3121 3007 2756 374 2382 1396 986 851 684
is_linear=0
shrinkage=0.00196078


Tree=4980
num_leaves=8
num_cat=0
split_feature=51 457 1 4 15 52 43
split_gain=1.86953e-05 3.1407e-05 5.0845e-05 8.27788e-05 5.34453e-05 3.61367e-05 8.4954e-05
threshold=-0.076794999999999988 0.080930000000000016 0.10937500000000001 -0.0029599999999999995 -0.10091499999999999 0.10160000000000001 -0.0037449999999999996
decision_type=2 2 2 2 2 2 2
left_child=-1 2 3 5 -5 6 -2
right_child=1 -3 -4 4 -6 -7 -8
leaf_value=-0.0096763728601976969 -0.010203723316483344 0.01774445909831723 0.013397728307217119 -0.0046585784276714165 -0.035943316768524212 -0.011269884566072294 0.02817770735318878
leaf_weight=0.0017004554865045146 0.0010287262160847204 0.0010800110549281173 0.0019486385183920289 0.0010762291813935111 0.0011085084550598134 0.0010162149432792595 0.0013124032293965651
leaf_count=537 786 212 410 179 317 341 339
internal_value=0 0.00180211 -0.000496453 -0.00538175 -0.0205321 0.00447707 0.0113124
internal_weight=0 0.00857073 0.00749072 0.00554208 0.00218474 0.00335734 0.00234113
internal_count=3121 2584 2372 1962 496 1466 1125
is_linear=0
shrinkage=0.1


Tree=4981
num_leaves=10
num_cat=0
split_feature=0 16 14 2 13 403 49 0 16
split_gain=4.00677e-05 5.91519e-05 6.06406e-05 6.97311e-05 9.31244e-05 6.53973e-05 8.38217e-05 6.86629e-05 5.83633e-05
threshold=0.15398500000000004 0.26676500000000009 -1.0000000180025095e-35 0.099185000000000009 -0.08971999999999998 0.03138500000000001 -0.047584999999999995 -0.083914999999999976 -0.084119999999999986
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 -1 5 -5 6 -4 8 -8
right_child=-2 -3 3 4 -6 -7 7 -9 -10
leaf_value=-0.00044126867579654701 0.00034931579407331882 -0.00045537389202216676 0.00025146958879386375 0.00077841574413581511 4.6915188845855248e-05 0.00035522518509741708 -0.00045250131195288882 -0.00075245829931061417 0.00018004192243109386
leaf_weight=0.0010354538625550391 0.0010984306837214112 0.0011941673329356412 0.0013034396349598043 0.0010396632328137905 0.0018772795230427653 0.0011413840321020099 0.0011467029877766973 0.0010407985764952243 0.0010976266312288858
leaf_count=140 60 362 212 151 419 280 386 713 398
internal_value=0 -4.363e-05 7.15222e-06 6.085e-05 0.000307638 -6.47823e-05 -0.000169257 -0.000336189 -0.000143146
internal_weight=0 0.0108765 0.00968235 0.00864689 0.00291694 0.00572995 0.00458857 0.00328513 0.00224433
internal_count=3121 3061 2699 2559 570 1989 1709 1497 784
is_linear=0
shrinkage=0.00196078


Tree=4982
num_leaves=8
num_cat=0
split_feature=50 16 160 52 160 13 1
split_gain=1.71267e-05 2.93166e-05 4.96032e-05 5.61847e-05 4.10835e-05 3.91203e-05 8.36247e-05
threshold=0.088425000000000017 -0.014034999999999997 -0.054789999999999998 0.091275000000000009 0.083670000000000008 -0.014169999999999999 0.092695000000000013
decision_type=2 2 2 2 2 2 2
left_child=1 4 -3 -4 5 -1 -7
right_child=-2 2 3 -5 -6 6 -8
leaf_value=-0.011553568974146163 -0.012458838022496819 0.024286103105343376 -0.010993827117768791 0.017407767633878402 -0.021473241312857827 0.027223561228085398 -0.0094442914077447204
leaf_weight=0.0015828849692159776 0.0010101185207725119 0.0012363784186255992 0.0017412490645177978 0.001160884995538863 0.0010469757731038278 0.0012215988031321276 0.0012670775997308359
leaf_count=725 560 372 677 58 172 406 151
internal_value=0 0.00125439 0.0075129 0.000367118 -0.00380584 0.000737223 0.0085546
internal_weight=0 0.00925705 0.00413851 0.00290213 0.00511854 0.00407156 0.00248868
internal_count=3121 2561 1107 735 1454 1282 557
is_linear=0
shrinkage=0.1


Tree=4983
num_leaves=8
num_cat=0
split_feature=475 42 43 2 16 2 3
split_gain=2.09685e-05 3.78191e-05 3.72019e-05 6.86703e-05 6.49793e-05 4.59192e-05 4.5569e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.074359999999999996 0.10005000000000001 -0.088159999999999988 0.11411 -0.084074999999999997
decision_type=2 2 2 2 2 2 2
left_child=-1 -2 6 4 -4 -5 -3
right_child=1 2 3 5 -6 -7 -8
leaf_value=-0.013771617346519391 -0.012611868837125149 0.0014868441496741316 0.0019625505940815071 0.02391102630465404 -0.02925509499757541 -0.0016021461107614387 0.031090988577090459
leaf_weight=0.0010089223823045697 0.0015913067815659472 0.0010805472154466226 0.0015764842897622402 0.0013940837380243404 0.0011554688946732168 0.0014281189855459044 0.001002210717456065
leaf_count=501 809 190 275 145 481 248 472
internal_value=0 0.00141235 0.00433458 6.05845e-05 -0.0112408 0.0110006 0.0157322
internal_weight=0 0.00922822 0.00763691 0.00555416 0.00273195 0.0028222 0.00208276
internal_count=3121 2620 1811 1149 756 393 662
is_linear=0
shrinkage=0.1


Tree=4984
num_leaves=8
num_cat=0
split_feature=475 42 43 2 16 4 3
split_gain=1.70225e-05 3.07091e-05 3.03129e-05 5.58415e-05 5.32388e-05 3.85232e-05 3.62971e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.074359999999999996 0.10005000000000001 -0.088159999999999988 0.033845000000000007 -0.086769999999999986
decision_type=2 2 2 2 2 2 2
left_child=-1 -2 6 4 -4 -5 -3
right_child=1 2 3 5 -6 -7 -8
leaf_value=-0.012418087910170761 -0.011368839431505497 0.00077507597531932375 0.001766362930161727 0.021601426923756776 -0.026557670261658117 -0.001796872120621439 0.027240049242431487
leaf_weight=0.0010071048477894367 0.001588901195574359 0.0010194182487650335 0.0015764267191697167 0.0014107010307602794 0.0011460720165939683 0.0014038948054487948 0.0010541142889208955
leaf_count=501 809 147 275 187 481 206 515
internal_value=0 0.00127597 0.00391588 5.38323e-05 -0.010157 0.00993057 0.014229
internal_weight=0 0.00919953 0.00761063 0.00553709 0.0027225 0.0028146 0.00207353
internal_count=3121 2620 1811 1149 756 393 662
is_linear=0
shrinkage=0.1


Tree=4985
num_leaves=9
num_cat=0
split_feature=43 52 52 42 1 3 1 1
split_gain=6.05837e-05 7.0949e-05 0.000116686 5.7064e-05 8.58221e-05 6.85791e-05 8.23988e-05 0.000134505
threshold=0.16180500000000003 0.15915500000000002 0.10024500000000001 0.091295000000000015 1.0000000180025095e-35 -0.087784999999999988 0.11181500000000001 0.094385000000000011
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 -6 7 -7
right_child=-2 -3 -4 -5 5 6 -8 -9
leaf_value=-0.00048553715085632691 -0.0004462660680329873 -0.00045450604076371177 0.00068041316184760416 0.0003816647240944498 0.00047530142792965061 -0.00020103631289942697 -0.00043625318320740384 0.00065913246990341923
leaf_weight=0.0014313590230310147 0.0010758789643975286 0.0010006678033851251 0.0011486654931997685 0.0013603354618431972 0.0011672906770480874 0.0018131614612301467 0.0014811960882780821 0.0011373377053398117
leaf_count=954 218 344 220 452 264 265 217 187
internal_value=0 4.21968e-05 9.43004e-05 1.40629e-05 -5.70661e-05 5.24708e-05 -5.89011e-05 0.000130536
internal_weight=0 0.01054 0.00953935 0.00839068 0.00703034 0.00559899 0.0044317 0.0029505
internal_count=3121 2903 2559 2339 1887 933 669 452
is_linear=0
shrinkage=0.00196078


Tree=4986
num_leaves=8
num_cat=0
split_feature=50 15 47 3 13 52 2
split_gain=1.59908e-05 3.16181e-05 3.92475e-05 5.8941e-05 5.75463e-05 0.000126528 3.73588e-05
threshold=0.088425000000000017 -0.15914499999999995 0.096175000000000024 0.10542000000000001 -0.086589999999999986 -0.0064899999999999992 0.089885000000000007
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 -6 -7
right_child=-2 2 -4 -5 5 6 -8
leaf_value=0.017488053666800226 -0.012063246659140403 -0.024278123731777967 -0.016790184711770947 0.019949991878962972 -0.019437766773066068 0.026161193837152586 0.0025566824304230603
leaf_weight=0.0010594594254135911 0.0010023504443370844 0.0010041241653351643 0.0013020303303788857 0.0014628449147000289 0.0016643553443547233 0.0014970071915332995 0.0012144582179890056
leaf_count=314 560 338 188 136 719 483 383
internal_value=0 0.00123738 -0.000876472 0.00215155 -0.00268797 0.00226635 0.0155888
internal_weight=0 0.00920428 0.00814482 0.00684279 0.00537994 0.00437582 0.00271147
internal_count=3121 2561 2247 2059 1923 1585 866
is_linear=0
shrinkage=0.1


Tree=4987
num_leaves=9
num_cat=0
split_feature=48 16 15 48 0 0 43 16
split_gain=4.79802e-05 0.000104108 6.7978e-05 8.83049e-05 8.07811e-05 6.39785e-05 5.67413e-05 0.00013012
threshold=0.11951500000000001 -0.48836499999999994 -0.14147499999999996 0.091085000000000013 -0.10607499999999999 -0.077999999999999986 -0.17390999999999998 0.22339500000000004
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 -4 -6 -7 -8
right_child=-2 2 3 -5 5 6 7 -9
leaf_value=0.00052536752113940507 -0.00041127701817989502 -0.00049173505356753895 0.00027894510601771344 0.00056271831582916645 -0.00052846284574707746 0.00033288235994567348 0.00020839357709522574 -0.00069437997519740857
leaf_weight=0.0014425369405350651 0.0010111270216898059 0.0011295434678571135 0.0019836142425427852 0.0010145000562229037 0.0014942864376253544 0.0010686322760896996 0.0013311235410000378 0.0011391131756909776
leaf_count=244 114 298 235 188 1232 58 464 288
internal_value=0 3.57526e-05 -4.13462e-05 2.19979e-05 -5.61806e-05 -0.000188257 -4.46049e-05 -0.000207907
internal_weight=0 0.0106034 0.00916081 0.00803127 0.00701677 0.00503316 0.00353887 0.00247024
internal_count=3121 3007 2763 2465 2277 2042 810 752
is_linear=0
shrinkage=0.00196078


Tree=4988
num_leaves=8
num_cat=0
split_feature=14 15 52 13 13 3 2
split_gain=4.22946e-05 5.79493e-05 4.98375e-05 6.94598e-05 9.67628e-05 6.43858e-05 7.53525e-05
threshold=-1.0000000180025095e-35 -0.10653 0.11434500000000002 -0.095304999999999987 -0.033284999999999988 0.083060000000000009 0.092120000000000021
decision_type=2 2 2 2 2 2 2
left_child=-1 -2 3 -3 -5 6 -6
right_child=1 2 -4 4 5 -7 -8
leaf_value=-0.0003748005674314104 0.000373614089185368 0.00037133835280651206 -0.00040051226011698373 -0.00059639134725822558 -1.9939094577603968e-05 -0.00024284067954649278 0.0006042198847201368
leaf_weight=0.0010887446904384373 0.0016111759404176017 0.0017525530169421851 0.0012091373591268774 0.0011060782128535776 0.0019796057992000583 0.0018879833941185808 0.0011910820071062778
leaf_count=161 388 200 377 945 573 155 322
internal_value=0 3.07837e-05 -2.97394e-05 2.68853e-05 -7.10379e-05 4.38306e-05 0.000214529
internal_weight=0 0.0107376 0.00912644 0.0079173 0.00616475 0.00505867 0.00317069
internal_count=3121 2960 2572 2195 1995 1050 895
is_linear=0
shrinkage=0.00196078


Tree=4989
num_leaves=8
num_cat=0
split_feature=1 42 16 52 0 0 49
split_gain=1.52292e-05 4.10267e-05 3.27212e-05 3.54683e-05 8.97388e-05 8.42328e-05 3.90533e-05
threshold=0.12500000000000003 0.092620000000000022 -0.48836499999999994 0.10160000000000001 -0.077999999999999986 -0.10607499999999999 -0.006494999999999999
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 4 5 6 -4
right_child=-2 -3 3 -5 -6 -7 -8
leaf_value=0.016543523581023092 0.0098685079747585173 -0.018256834816460173 -0.0087528604270032291 -0.017269692405510371 0.019726544594389005 -0.0297238913970191 0.017498350953283986
leaf_weight=0.0011754560274439716 0.0013401930703431748 0.0012634458915971843 0.0012156097731083892 0.0011798787819009733 0.0018398973597917967 0.0011492207569535808 0.0010616300377924736
leaf_count=162 279 548 112 331 482 1069 138
internal_value=0 -0.00156714 0.0011995 -0.00159844 0.00191256 -0.00765297 0.00348523
internal_weight=0 0.00888514 0.00762169 0.00644624 0.00526636 0.00342646 0.00227724
internal_count=3121 2842 2294 2132 1801 1319 250
is_linear=0
shrinkage=0.1


Tree=4990
num_leaves=8
num_cat=0
split_feature=15 151 49 0 52 2 52
split_gain=1.73089e-05 3.86156e-05 3.79438e-05 7.59166e-05 7.23743e-05 2.65845e-05 8.59356e-06
threshold=-0.11713499999999999 -0.077429999999999985 -0.054319999999999993 -0.10011499999999998 0.083680000000000018 0.09678500000000001 -0.054584999999999995
decision_type=2 2 2 2 2 2 2
left_child=-1 -2 -3 -4 6 -6 -5
right_child=1 2 3 4 5 -7 -8
leaf_value=-0.0090069844329031916 0.018776770569504195 -0.015982988499764088 0.019269334128363846 -0.012049488858252806 0.019496960229892155 -0.0034068237031230422 -0.025148060702002678
leaf_weight=0.0017847275687863937 0.0011599171854145031 0.0013522407422602231 0.0018654738356603633 0.0010002309886388166 0.00102662509831789 0.0010008011790625525 0.0010032540654478948
leaf_count=484 390 198 228 459 610 161 591
internal_value=0 0.00183592 -0.000874933 0.00258986 -0.00512927 0.00819093 -0.0186087
internal_weight=0 0.00840854 0.00724863 0.00589639 0.00403091 0.00202743 0.00200349
internal_count=3121 2637 2247 2049 1821 771 1050
is_linear=0
shrinkage=0.1


Tree=4991
num_leaves=10
num_cat=0
split_feature=48 48 1 4 15 49 15 4 2
split_gain=5.33102e-05 8.79118e-05 9.08499e-05 0.000115753 5.06187e-05 6.03451e-05 4.63367e-05 9.17239e-05 5.49024e-05
threshold=0.11951500000000001 0.092475000000000016 0.111945 0.23246000000000003 -0.0063699999999999989 -1.0000000180025095e-35 0.090615000000000015 -0.084369999999999987 0.099185000000000009
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 4 -4 5 -1 7 8 -6
right_child=-2 -3 3 -5 6 -7 -8 -9 -10
leaf_value=-3.7178966238966261e-05 -0.00041899729923838174 0.00051914356793173291 -0.00011550079312867519 0.0008108432165925951 -0.00049911024691907144 -0.00063694489531969064 -0.00036393098411189548 0.00045983984598350674 0.000127143674394241
leaf_weight=0.0012522218327144649 0.0010539248854760696 0.0013098938557820758 0.0010555131865369865 0.0010195733851485547 0.0010045111019938487 0.001329993020004489 0.0010768774473893985 0.0015626654072779349 0.0011594074853620573
leaf_count=352 114 251 126 248 372 634 512 397 115
internal_value=0 4.30663e-05 -2.28492e-05 0.000339649 -0.000124697 -0.000346094 -5.68001e-06 9.78444e-05 -0.000163569
internal_weight=0 0.0107707 0.00946076 0.00207509 0.00738568 0.00258221 0.00480346 0.00372658 0.00216392
internal_count=3121 3007 2756 374 2382 986 1396 884 487
is_linear=0
shrinkage=0.00196078


Tree=4992
num_leaves=8
num_cat=0
split_feature=475 4 151 0 47 12 15
split_gain=1.63277e-05 2.89912e-05 5.40639e-05 6.65891e-05 6.53377e-05 0.000114318 6.44659e-05
threshold=-1.0000000180025095e-35 0.27287000000000006 -0.024429999999999997 -0.11756999999999999 0.09550500000000002 0.086850000000000024 0.088235000000000022
decision_type=2 2 2 2 2 2 2
left_child=-1 2 -2 -4 5 -5 -7
right_child=1 -3 3 4 -6 6 -8
leaf_value=-0.012140045780832685 0.019706646489287889 0.015084750883928447 -0.022740910573361806 -0.027623083117921533 0.021729616002281675 -0.0091878056862498055 0.02204888132292053
leaf_weight=0.0010071653057971029 0.0010859640448465831 0.0013039014414779155 0.0015230414194225585 0.001443499441096376 0.0011799353361559911 0.0012480207403395014 0.0014039200888307213
leaf_count=501 292 314 221 504 157 575 557
internal_value=0 0.00127209 -0.00101222 -0.0043218 0.000995935 -0.00497764 0.00734869
internal_weight=0 0.00918828 0.00788438 0.00679842 0.00527538 0.00409544 0.00265194
internal_count=3121 2620 2306 2014 1793 1636 1132
is_linear=0
shrinkage=0.1


Tree=4993
num_leaves=9
num_cat=0
split_feature=48 0 15 40 47 13 43 16
split_gain=8.09422e-05 9.71212e-05 5.30037e-05 6.14854e-05 0.000137375 9.7248e-05 8.02224e-05 5.7329e-05
threshold=0.11951500000000001 -0.17169499999999996 -0.14147499999999996 -0.064864999999999992 0.09550500000000002 -0.095304999999999987 -0.17390999999999998 -0.083134999999999987
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 5 -5 -7 -8
right_child=-2 2 3 4 -6 6 7 -9
leaf_value=0.00044163309760184569 -0.00052391285828182817 -0.00045753102536812108 -0.00042028473193814002 0.00038404416368630935 0.00073646686583075797 0.00028945355814874267 -5.0629071306601993e-05 -0.00057433570462502872
leaf_weight=0.0019408261203342778 0.0010589957022282747 0.001043268062718942 0.0010893527244219279 0.0015530413073625952 0.0010430757436689945 0.0010249098928802984 0.0014558929847719058 0.0017937669932384251
leaf_count=165 114 342 172 220 141 131 497 1339
internal_value=0 4.37973e-05 -4.19634e-05 1.25022e-05 8.11209e-05 -3.61786e-05 -0.000188854 -0.000339708
internal_weight=0 0.0109441 0.00900331 0.00796004 0.00687069 0.00582761 0.00427457 0.00324966
internal_count=3121 3007 2842 2500 2328 2187 1967 1836
is_linear=0
shrinkage=0.00196078


Tree=4994
num_leaves=9
num_cat=0
split_feature=43 52 52 42 1 3 49 0
split_gain=5.40798e-05 8.9891e-05 0.00012711 7.51668e-05 9.11958e-05 8.24879e-05 6.40748e-05 6.8432e-05
threshold=0.16180500000000003 0.15915500000000002 0.10024500000000001 0.091295000000000015 1.0000000180025095e-35 0.11296500000000002 -0.006494999999999999 -0.10151999999999999
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 6 -6 -8
right_child=-2 -3 -4 -5 5 -7 7 -9
leaf_value=-0.00051320471911339986 -0.0004366757896639412 -0.00052357994905235096 0.00070591164930900461 0.00043805875989406278 -0.00013331704429409897 -0.00037005678233808896 0.00071483035105758368 7.3506193318847771e-05
leaf_weight=0.001435083425540413 0.0010331489896868501 0.0010057097730625424 0.0011434626468130463 0.0013167566696799847 0.0015539339255678693 0.0013979649596276324 0.0011930475141502181 0.0013791412522814253
leaf_count=954 218 344 220 452 213 180 112 428
internal_value=0 3.36351e-05 9.3129e-05 8.46248e-06 -7.28222e-05 4.15833e-05 0.00018105 0.000370969
internal_weight=0 0.0104251 0.00941939 0.00827593 0.00695917 0.00552409 0.00412612 0.00257219
internal_count=3121 2903 2559 2339 1887 933 753 540
is_linear=0
shrinkage=0.00196078


Tree=4995
num_leaves=8
num_cat=0
split_feature=15 43 16 13 13 48 2
split_gain=1.49125e-05 2.98947e-05 6.32689e-05 6.27843e-05 7.65975e-05 0.000104643 3.4058e-05
threshold=-0.11713499999999999 -0.17390999999999998 0.22339500000000004 -0.094514999999999988 -0.017449999999999997 0.086260000000000017 0.088225000000000012
decision_type=2 2 2 2 2 2 2
left_child=-1 -2 3 -3 -5 6 -6
right_child=1 2 -4 4 5 -7 -8
leaf_value=-0.0083373950768021211 0.014919274019961893 0.023314774632969118 -0.021234731486017618 -0.025223776457499115 0.0052530501144934039 -0.02009223602231397 0.029574377621726912
leaf_weight=0.0017941006660152159 0.0014225281516566371 0.001248576850213106 0.0012639132169317566 0.0010813697824972341 0.0011492034346746235 0.0010966864202204473 0.0011538622539255456
leaf_count=484 184 237 385 1048 402 133 248
internal_value=0 0.00170446 -0.000983483 0.00348374 -0.00204179 0.00533177 0.0174383
internal_weight=0 0.00841614 0.00699361 0.0057297 0.00448112 0.00339975 0.00230307
internal_count=3121 2637 2453 2068 1831 783 650
is_linear=0
shrinkage=0.1


Tree=4996
num_leaves=10
num_cat=0
split_feature=484 48 4 16 0 42 43 16 1
split_gain=0.000145803 0.00011785 0.000170946 7.1114e-05 9.28528e-05 8.51189e-05 0.000118552 0.000122746 7.73008e-05
threshold=-1.0000000180025095e-35 0.11951500000000001 0.40473500000000007 -0.36241499999999999 -0.10607499999999999 -1.0000000180025095e-35 -0.074359999999999996 0.22339500000000004 0.10124500000000002
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 8 -6 -7 -8 -5
right_child=1 -3 -4 4 5 6 7 -9 -10
leaf_value=-0.0007209747669481881 -0.00038721799271841748 -0.00059723991361721287 0.00085392005049973849 0.00012125529745707863 -0.00046114902858541241 0.00048719338695799052 0.00016295994603977417 -0.00070748521465960118 0.00082480925461471833
leaf_weight=0.0010368087523607511 0.0013837275583413649 0.0010011213782679012 0.0010594338084025162 0.001460126182705703 0.001413829175288415 0.0017530210699899917 0.0016241648948382035 0.0010102873275811648 0.0010197285394991963
leaf_count=515 144 93 262 158 681 463 547 156 102
internal_value=0 4.61452e-05 0.000106206 2.42435e-05 9.2996e-05 -4.27516e-05 9.20737e-05 -0.000170847 0.00041056
internal_weight=0 0.0117254 0.0107243 0.00966488 0.00828116 0.0058013 0.00438747 0.00263445 0.00247985
internal_count=3121 2606 2513 2251 2107 1847 1166 703 260
is_linear=0
shrinkage=0.00196078


Tree=4997
num_leaves=10
num_cat=0
split_feature=42 403 42 15 42 3 4 4 4
split_gain=5.68207e-05 7.28382e-05 8.94925e-05 0.000117969 7.05596e-05 5.47718e-05 8.77547e-05 6.92593e-05 0.000101544
threshold=0.10194000000000002 0.03138500000000001 0.091295000000000015 0.079055000000000014 0.075730000000000006 0.083060000000000009 0.053180000000000012 0.033845000000000007 -0.064804999999999988
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 -1 8 -7
right_child=-2 -3 -4 -5 -6 7 -8 -9 -10
leaf_value=-8.4567195454164808e-05 -0.00045011963501481413 0.00049832772367479133 0.0005129822176852105 -0.00070886781814772574 -0.00047576207187472564 -0.00026516845737628971 0.00070211687404726287 -0.00033439672582523427 0.00054536852237322146
leaf_weight=0.001038830373395402 0.0010013687662502211 0.0011779928692288435 0.0010817117893791696 0.0010272309836785757 0.0010343934311000018 0.0011109242588773771 0.0011472084952260761 0.001884159165266467 0.0012777132437237215
leaf_count=372 355 326 313 675 538 99 191 151 101
internal_value=0 3.81663e-05 -1.82863e-05 -8.57333e-05 -3.09057e-07 7.58355e-05 0.000328276 -5.33173e-05 0.000168398
internal_weight=0 0.0107802 0.00960217 0.00852046 0.00749323 0.00645884 0.00218604 0.0042728 0.00238864
internal_count=3121 2766 2440 2127 1452 914 563 351 200
is_linear=0
shrinkage=0.00196078


Tree=4998
num_leaves=9
num_cat=0
split_feature=52 160 0 0 52 2 3 2
split_gain=1.60842e-05 8.14659e-05 4.07675e-05 7.29683e-05 4.04485e-05 7.84167e-05 8.08245e-05 2.44187e-05
threshold=-0.046924999999999988 -1.0000000180025095e-35 -0.15202999999999997 -0.053834999999999994 0.10347000000000002 0.10613000000000002 -0.08824499999999999 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2
left_child=2 -2 -1 -4 5 6 -3 -8
right_child=1 4 3 -5 -6 -7 7 -9
leaf_value=-0.010317598096570414 -0.025023965175136845 -0.016114197230538058 0.032238881616563991 -0.0052640451390258474 0.017953400653397164 -0.022533296849976608 0.0069947243416034928 0.028444365562452195
leaf_weight=0.0010314930675702216 0.001328657516166936 0.0010596500832839193 0.0010669892023547197 0.0010098042426582767 0.0013014702921091172 0.0013219540290870394 0.0010633267747751957 0.0010596384673339913
leaf_count=70 743 307 603 280 204 210 277 427
internal_value=0 -0.00268651 0.00593264 0.0140037 0.00242521 -0.00206123 0.00644219 0.0177009
internal_weight=0 0.0071347 0.00310829 0.00207679 0.00580604 0.00450457 0.00318262 0.00212297
internal_count=3121 2168 953 883 1425 1221 1011 704
is_linear=0
shrinkage=0.1


Tree=4999
num_leaves=9
num_cat=0
split_feature=43 40 133 42 49 4 3 15
split_gain=4.87941e-05 9.34807e-05 6.06948e-05 9.24441e-05 5.73652e-05 0.000109091 0.000146646 9.5733e-05
threshold=0.16180500000000003 -0.013874999999999998 1.0000000180025095e-35 0.090310000000000015 0.0043850000000000009 -0.062539999999999984 0.090900000000000009 -0.10091499999999999
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 -3 7 -7
right_child=-2 2 -4 -5 -6 6 -8 -9
leaf_value=0.00056073790651785867 -0.00040716234608683565 -0.00057070530327878839 -0.0003641767539397667 0.00056949197023920309 0.00034482301503055581 0.00014363752567987464 0.00045897883484253714 -0.00067040509174095978
leaf_weight=0.0011445669518892346 0.0010745946190395704 0.0015466218749199852 0.0017338361792822122 0.0010957062192722454 0.0011984761799398811 0.0010342801662672745 0.001796298865206992 0.0011996720964424865
leaf_count=309 218 615 984 289 201 86 158 261
internal_value=0 3.10462e-05 -3.20745e-05 4.1081e-05 -4.43733e-05 -0.000128012 4.18729e-05 -0.000293518
internal_weight=0 0.0107495 0.00960489 0.00787106 0.00677535 0.00557687 0.00403025 0.00223395
internal_count=3121 2903 2594 1610 1321 1120 505 347
is_linear=0
shrinkage=0.00196078


Tree=5000
num_leaves=8
num_cat=0
split_feature=1 0 2 3 160 13 2
split_gain=2.00692e-05 5.57049e-05 3.41806e-05 5.49345e-05 5.54938e-05 4.71127e-05 4.37601e-05
threshold=0.077565000000000009 0.024095000000000002 0.11510000000000002 -0.10519499999999998 -1.0000000180025095e-35 -0.0025349999999999995 0.089885000000000007
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 -2 -5 -6 -7
right_child=2 -3 -4 4 5 6 -8
leaf_value=-0.017844002542091945 0.020163069517856569 0.0079568675671283957 0.016318872602044943 -0.025594586863387128 0.01756648127353232 -0.021233481174129057 0.0073587901369900196
leaf_weight=0.0018806130592603741 0.0010190735864959157 0.0015076595851376074 0.001511794232504601 0.0010542533997073417 0.0011066621007383955 0.0011417246514942225 0.0010077478386789351
leaf_count=1553 224 83 317 285 448 117 94
internal_value=0 -0.00636354 0.00304746 -0.000717212 -0.00565378 0.000802539 -0.00782842
internal_weight=0 0.00338827 0.00684126 0.00532946 0.00431039 0.00325613 0.00214947
internal_count=3121 1636 1485 1168 944 659 211
is_linear=0
shrinkage=0.1


Tree=5001
num_leaves=8
num_cat=0
split_feature=11 48 2 2 52 3 1
split_gain=1.74308e-05 3.37263e-05 7.83519e-05 7.54303e-05 5.53746e-05 4.60658e-05 5.18503e-05
threshold=0.078340000000000007 0.091545000000000015 0.11293500000000002 0.10097500000000002 -0.088204999999999992 -0.059315 0.08592000000000001
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 4 -1 6 -6
right_child=-2 -3 -4 -5 5 -7 -8
leaf_value=-0.021407498615089355 -0.012466324481074034 0.012934252383568734 0.02220937220760635 -0.031190293877529758 -0.02158185305830182 0.015375746941592742 0.01000725110064851
leaf_weight=0.0010829585545224256 0.0010198619862314016 0.0019635071737175653 0.0011399876149352896 0.001018441167685514 0.0010655215725242106 0.0018954963518128679 0.0010141827900849083
leaf_count=358 208 357 353 221 977 254 393
internal_value=0 0.00131414 -0.00184749 -0.00636063 -0.00136127 0.0040999 -0.0061772
internal_weight=0 0.0091801 0.00721659 0.0060766 0.00505816 0.0039752 0.0020797
internal_count=3121 2913 2556 2203 1982 1624 1370
is_linear=0
shrinkage=0.1


Tree=5002
num_leaves=9
num_cat=0
split_feature=48 48 51 2 2 4 12 2
split_gain=5.8639e-05 0.000110073 9.96534e-05 7.6844e-05 6.83412e-05 7.1197e-05 5.33261e-05 0.000100095
threshold=0.11951500000000001 0.092475000000000016 0.086310000000000012 0.11293500000000002 0.10097500000000002 0.16173500000000005 0.051320000000000005 0.083995000000000014
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 -1 -8
right_child=-2 -3 -4 -5 -6 -7 7 -9
leaf_value=0.00019066691740412894 -0.00044985228355851905 0.00057895392681539819 -0.0006156384429439884 0.00048362101222074302 -0.00046367320760524913 0.00051271872916374317 -0.00069353401909874352 7.1650669672760611e-05
leaf_weight=0.001955989003702422 0.0010365879531470433 0.0012751664201850086 0.0010138354468462773 0.0012497918341546673 0.001230588113684236 0.001029201743727887 0.0010922754625711808 0.0016503459598843132
leaf_count=209 114 251 320 338 257 158 569 905
internal_value=0 3.89907e-05 -3.56722e-05 3.59624e-05 -4.44411e-05 4.56285e-05 -5.66847e-05 -0.000233092
internal_weight=0 0.0104972 0.00922203 0.00820819 0.0069584 0.00572781 0.00469861 0.00274262
internal_count=3121 3007 2756 2436 2098 1841 1683 1474
is_linear=0
shrinkage=0.00196078


Tree=5003
num_leaves=9
num_cat=0
split_feature=48 48 51 1 159 2 0 0
split_gain=4.18944e-05 0.000104962 9.25491e-05 8.81973e-05 4.46903e-05 7.93504e-05 4.07237e-05 7.58357e-05
threshold=0.11951500000000001 0.092475000000000016 0.086310000000000012 0.111945 0.082585000000000006 0.10097500000000002 -0.077999999999999986 -0.10096999999999999
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 7 -1
right_child=-2 -3 -4 -5 -6 -7 -8 -9
leaf_value=0.00027883311127237898 -0.00037476358425136443 0.00055046743537946893 -0.00059713726456471635 0.00040884304058136985 -0.00045226344157225305 -0.00035929263650543152 0.0004537096819237918 -0.00039974246186848174
leaf_weight=0.0016273092133101985 0.0010637321489145061 0.0013224646150010707 0.0010201094906081799 0.0018312049102781405 0.0010324836513841236 0.0017092842357510985 0.0011695749716588398 0.0010365021438548615
leaf_count=164 114 251 320 327 307 361 305 972
internal_value=0 3.3164e-05 -3.94099e-05 2.82701e-05 -7.77209e-05 -7.9514e-06 0.00014871 1.4796e-05
internal_weight=0 0.0107489 0.00942647 0.00840636 0.00657515 0.00554267 0.00383339 0.00266381
internal_count=3121 3007 2756 2436 2109 1802 1441 1136
is_linear=0
shrinkage=0.00196078


Tree=5004
num_leaves=8
num_cat=0
split_feature=16 43 13 12 15 4 48
split_gain=1.69864e-05 5.25473e-05 4.30134e-05 5.09219e-05 4.15387e-05 6.23364e-05 0.000115036
threshold=0.38525000000000004 0.097930000000000017 -0.010384999999999998 0.088365000000000013 -0.11713499999999999 -0.04890499999999999 0.085130000000000025
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 -1 -4 -6 -7
right_child=-2 -3 4 -5 5 6 -8
leaf_value=0.023027188535226048 0.010346262986748324 -0.023220137846942445 -0.022523508877994404 -0.0031734405819626543 -0.016187899254208982 0.029643064556368882 -0.014502589018503383
leaf_weight=0.0015601129696372036 0.0013587481879387226 0.0010026470997395965 0.0010300405583133537 0.0014142059832814111 0.0014611989218466077 0.0013285770407918712 0.001062216832469876
leaf_count=956 311 272 158 623 466 209 126
internal_value=0 -0.0016616 0.00108975 0.0105695 -0.00468568 8.42317e-05 0.0100294
internal_weight=0 0.008859 0.00785635 0.00297432 0.00488203 0.00385199 0.00239079
internal_count=3121 2810 2538 1579 959 801 335
is_linear=0
shrinkage=0.1


Tree=5005
num_leaves=9
num_cat=0
split_feature=48 48 1 4 15 42 2 13
split_gain=4.20129e-05 9.32961e-05 6.18588e-05 6.87564e-05 5.67552e-05 6.76743e-05 6.12766e-05 4.16559e-05
threshold=0.11951500000000001 0.092475000000000016 0.111945 0.11275500000000001 -0.0063699999999999989 0.086325000000000013 0.08622500000000001 -0.0034749999999999994
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 4 -4 6 7 -1 -6
right_child=-2 -3 3 -5 5 -7 -8 -9
leaf_value=-3.4070559939781639e-05 -0.00038466761903033052 0.00053301873500376175 -9.4082883772029691e-05 0.00063083577508556469 0.00034073488354281317 -0.00037202779452156207 -0.0006489692116871318 -0.00010028842812887564
leaf_weight=0.0011799028082552293 0.001012864195776903 0.0012640802916008215 0.0010051467910799487 0.0010069761196757486 0.0019435002601423262 0.0013046503519201329 0.0013203252910138031 0.0014287052359428056
leaf_count=290 114 251 124 250 438 545 696 413
internal_value=0 3.35748e-05 -3.51294e-05 0.000268706 -0.000120311 7.1778e-06 -0.000358787 0.000153886
internal_weight=0 0.0104533 0.00918921 0.00201212 0.00717708 0.00467686 0.00250023 0.00337221
internal_count=3121 3007 2756 374 2382 1396 986 851
is_linear=0
shrinkage=0.00196078


Tree=5006
num_leaves=8
num_cat=0
split_feature=0 15 16 0 15 49 15
split_gain=1.70144e-05 3.52625e-05 3.59022e-05 3.45085e-05 4.61605e-05 5.81377e-05 5.6222e-05
threshold=-0.060129999999999996 -1.0000000180025095e-35 0.16703000000000004 -0.083914999999999976 -0.0088349999999999974 -0.043469999999999995 -0.10653
decision_type=2 2 2 2 2 2 2
left_child=3 -2 -3 4 5 -1 -7
right_child=1 2 -4 -5 -6 6 -8
leaf_value=0.012459811514999504 0.02129904743783954 0.011547982297309217 -0.013613637389072673 -0.017648052981098859 0.013805201638569792 -0.0022468815906062662 -0.032161301519499912
leaf_weight=0.0012122024545853888 0.001020529752545529 0.0011295961839168892 0.0011387591863786508 0.0012870022569592904 0.0017824172726246031 0.0015984767239798194 0.00103510823881714
leaf_count=221 259 153 161 1065 533 331 398
internal_value=0 0.00586163 -0.00108365 -0.0028755 0.000502545 -0.00566287 -0.0140045
internal_weight=0 0.00328889 0.00226836 0.00691521 0.0056282 0.00384579 0.00263358
internal_count=3121 573 314 2548 1483 950 729
is_linear=0
shrinkage=0.1


Tree=5007
num_leaves=8
num_cat=0
split_feature=0 1 15 47 1 47 1
split_gain=1.52417e-05 3.36351e-05 4.23209e-05 6.64655e-05 7.0383e-05 2.47028e-05 1.5361e-05
threshold=1.0000000180025095e-35 1.0000000180025095e-35 0.035560000000000008 0.087235000000000021 0.11181500000000001 0.11069000000000002 0.091345000000000023
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 4 6 -5 -3
right_child=-2 2 -4 5 -6 -7 -8
leaf_value=-0.014097109023850217 0.0078340038045301725 0.016746996504940121 -0.017377815426435343 -0.018361786972255684 -0.0062152207343084045 0.0022943610491417067 0.03417556106786853
leaf_weight=0.0017845849509558346 0.001974042755002038 0.0010075124523042673 0.0010090551352117862 0.0011408162777695723 0.0010703105851266352 0.0011755341471484377 0.0010153303948935697
leaf_count=1531 325 138 393 146 241 141 206
internal_value=0 -0.00195326 0.00142315 0.00493017 0.0145224 -0.00787891 0.025495
internal_weight=0 0.00820314 0.00641856 0.0054095 0.00309315 0.00231635 0.00202284
internal_count=3121 2796 1265 872 585 287 344
is_linear=0
shrinkage=0.1


Tree=5008
num_leaves=8
num_cat=0
split_feature=11 48 2 2 52 3 1
split_gain=1.55958e-05 3.07582e-05 6.3899e-05 5.80575e-05 5.51597e-05 3.36558e-05 3.97679e-05
threshold=0.078340000000000007 0.091545000000000015 0.11293500000000002 0.10097500000000002 -0.088204999999999992 -0.059315 0.08592000000000001
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 4 -1 6 -6
right_child=-2 -3 -4 -5 5 -7 -8
leaf_value=-0.021523334374155448 -0.01181963703500102 0.012383166281730843 0.020047488266446797 -0.027805345524194898 -0.018348431269533234 0.013602810726959701 0.0093504253665992586
leaf_weight=0.0010793125485851901 0.0010131650540751063 0.0019535135628838901 0.0011312476379140082 0.0010041569281003335 0.0010620367601153616 0.0018957995192951695 0.0010124808622204589
leaf_count=358 208 357 353 221 977 254 393
internal_value=0 0.00125694 -0.00176813 -0.00584472 -0.00147769 0.00397163 -0.00482984
internal_weight=0 0.00913855 0.00718503 0.00605379 0.00504963 0.00397032 0.00207452
internal_count=3121 2913 2556 2203 1982 1624 1370
is_linear=0
shrinkage=0.1


Tree=5009
num_leaves=8
num_cat=0
split_feature=0 160 151 2 13 16 0
split_gain=1.55573e-05 3.51601e-05 5.90234e-05 8.5969e-05 3.31198e-05 3.31706e-05 2.9221e-05
threshold=-0.060129999999999996 -1.0000000180025095e-35 -0.0083949999999999979 0.10005000000000001 0.11596500000000001 0.15891500000000003 -0.10224499999999999
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -3 6 5 -2 -4
right_child=4 2 3 -5 -6 -7 -8
leaf_value=-0.016794539785575643 0.011414007973740035 -0.018583288067435113 -0.015624034815078231 0.02683368055668732 0.019713288068890767 -0.013388991688415765 0.0049814228191401239
leaf_weight=0.001414803620707469 0.0010303131466546924 0.0012092541836344062 0.0011702278027152934 0.001391327856453595 0.0011055164301597663 0.0011311653657817659 0.0016709016950023745
leaf_count=821 255 288 157 298 82 236 984
internal_value=0 -0.00275047 0.000900878 0.00646769 0.0056346 -0.00156613 -0.00350572
internal_weight=0 0.00685652 0.00544171 0.00423246 0.00326699 0.00216148 0.00284113
internal_count=3121 2548 1727 1439 573 491 1141
is_linear=0
shrinkage=0.1


Tree=5010
num_leaves=8
num_cat=0
split_feature=47 4 4 3 12 52 2
split_gain=1.67382e-05 4.79715e-05 6.51828e-05 3.85579e-05 4.25581e-05 5.64257e-05 2.69597e-05
threshold=0.11893500000000001 0.24564500000000003 0.055260000000000011 0.092670000000000016 0.091545000000000015 0.0031350000000000002 0.083215000000000011
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 -1
right_child=-2 -3 -4 -5 -6 -7 -8
leaf_value=0.0046744908019461873 -0.012182397441131119 0.015662364961275127 -0.0242259815802023 0.015115533422567232 -0.02059576822490929 0.019728961007896048 -0.017454340261728835
leaf_weight=0.0010346874220495265 0.0010204247193838631 0.0018565384984020753 0.001146842312649987 0.0015956619927174343 0.0010506437137954416 0.001214413544494578 0.0011766327274490747
leaf_count=288 115 397 233 173 759 576 580
internal_value=0 0.00132592 -0.0023611 0.00176858 -0.00298912 0.0024107 -0.00710015
internal_weight=0 0.00907542 0.00721888 0.00607204 0.00447638 0.00342573 0.00221132
internal_count=3121 3006 2609 2376 2203 1444 868
is_linear=0
shrinkage=0.1


Tree=5011
num_leaves=8
num_cat=0
split_feature=52 160 0 16 42 47 0
split_gain=1.54919e-05 7.09123e-05 4.55461e-05 5.69795e-05 3.82283e-05 4.34616e-05 4.23826e-05
threshold=-0.046924999999999988 -1.0000000180025095e-35 -0.15202999999999997 0.19444000000000003 0.08623500000000002 0.09550500000000002 -0.077809999999999976
decision_type=2 2 2 2 2 2 2
left_child=2 -2 -1 -4 5 6 -3
right_child=1 4 3 -5 -6 -7 -8
leaf_value=-0.01155333481971909 -0.023633511252428407 -0.021427414830321484 0.031537203609530946 -0.0018720356585390154 0.013839291880090854 0.014222342154592837 0.0031478966421647631
leaf_weight=0.0010008798982764633 0.0013069156065263089 0.0015005916419285983 0.001000188609449277 0.0010426455450013379 0.0018861976378070806 0.0010122063571914308 0.0013182520819570586
leaf_count=70 743 637 498 385 511 105 172
internal_value=0 -0.00261832 0.00592296 0.0144854 0.00218558 -0.00355206 -0.0099346
internal_weight=0 0.00702416 0.00304371 0.00204283 0.00571725 0.00383105 0.00281884
internal_count=3121 2168 953 883 1425 914 809
is_linear=0
shrinkage=0.1


Tree=5012
num_leaves=10
num_cat=0
split_feature=48 48 1 4 0 4 4 2 12
split_gain=5.39752e-05 0.000102011 6.84913e-05 6.4111e-05 6.91319e-05 5.70893e-05 5.66555e-05 5.41485e-05 5.63908e-05
threshold=0.11951500000000001 0.092475000000000016 0.111945 -1.0000000180025095e-35 -0.10224499999999999 -0.059649999999999988 0.11275500000000001 0.10222000000000002 0.088305000000000008
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 5 -5 7 -4 8 -1
right_child=-2 -3 6 4 -6 -7 -8 -9 -10
leaf_value=-0.00062437814324728716 -0.00044000168114586473 0.00055733997997845224 -4.8170414831394924e-05 -0.00065746509375935193 -2.4139572391705991e-05 0.00040349339250858493 0.00060768437795556685 0.00026302766464445133 -1.4517503056223566e-05
leaf_weight=0.0010090919330572349 0.0010101918496321473 0.0012623816488510397 0.0010070679032564262 0.0014476484992768796 0.0012220201405007368 0.0011029600240708148 0.0010185631194405283 0.0010450317831632028 0.0013802222514978073
leaf_count=532 114 251 124 204 340 633 250 146 527
internal_value=0 3.45469e-05 -3.6935e-05 -0.000126469 -0.000367565 1.53873e-05 0.000281618 -0.000109255 -0.000272083
internal_weight=0 0.010495 0.00923261 0.00720697 0.00266967 0.00453731 0.00202563 0.00343435 0.00238931
internal_count=3121 3007 2756 2382 544 1838 374 1205 1059
is_linear=0
shrinkage=0.00196078


Tree=5013
num_leaves=8
num_cat=0
split_feature=11 3 15 52 15 47 43
split_gain=1.54828e-05 2.80912e-05 3.71418e-05 0.000116978 9.66072e-05 7.91006e-05 3.85477e-05
threshold=0.078340000000000007 -0.10519499999999998 -0.016799999999999995 0.091820000000000013 -0.074054999999999996 0.087235000000000021 -0.0030899999999999994
decision_type=2 2 2 2 2 2 2
left_child=1 -1 4 6 5 -3 -4
right_child=-2 2 3 -5 -6 -7 -8
leaf_value=0.014521602720347538 -0.011820809125021987 0.015889373440780823 0.031668580657655217 -0.021549576433900944 -0.034241079387937121 -0.016199552614835282 0.0068480766515703704
leaf_weight=0.0013591765566634125 0.0010039805410932143 0.0016828361826461539 0.0011412691052055182 0.0010577329726934176 0.0010201649808944365 0.0014133802722612085 0.0013851362170618931
leaf_count=212 208 732 627 380 348 243 371
internal_value=0 0.0012675 -0.00107191 0.0063709 -0.00755238 0.00124122 0.0180604
internal_weight=0 0.0090597 0.00770052 0.00358414 0.00411638 0.00309622 0.00252641
internal_count=3121 2913 2701 1378 1323 975 998
is_linear=0
shrinkage=0.1


Tree=5014
num_leaves=7
num_cat=0
split_feature=16 1 15 43 48 16
split_gain=1.76452e-05 4.20412e-05 5.80241e-05 3.98724e-05 5.15011e-05 6.08057e-05
threshold=0.38525000000000004 0.077565000000000009 0.035560000000000008 -0.04890499999999999 0.086035000000000014 -0.087989999999999985
decision_type=2 2 2 2 2 2
left_child=1 2 -1 -3 5 -5
right_child=-2 3 -4 4 -6 -7
leaf_value=-0.025361195197750642 0.010677886197860751 0.016198155773709783 0.0035246635468261277 0.025585169669094882 -0.015461813566232453 -0.0059617465431915373
leaf_weight=0.0014799889297847965 0.0013330182346764424 0.0016684018700511526 0.0013117669301826436 0.0010383893969907469 0.0017085775906511835 0.001484399876836046
leaf_count=733 311 539 778 233 178 349
internal_value=0 -0.00167815 -0.0117885 0.00310607 -0.00205606 0.00702308
internal_weight=0 0.00869152 0.00279176 0.00589977 0.00423137 0.00252279
internal_count=3121 2810 1511 1299 760 582
is_linear=0
shrinkage=0.1


Tree=5015
num_leaves=9
num_cat=0
split_feature=48 48 51 1 16 16 43 3
split_gain=5.15457e-05 0.000105992 6.32504e-05 8.4025e-05 5.40446e-05 6.70626e-05 8.68315e-05 0.000132339
threshold=0.11951500000000001 0.092475000000000016 0.084305000000000019 0.111945 -0.091354999999999978 -0.056919999999999991 -0.088004999999999986 0.090900000000000009
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 -6 -7 -8
right_child=-2 -3 -4 -5 5 6 7 -9
leaf_value=-0.00037435970964236814 -0.00042827571610655165 0.0005681573945948941 -0.00046115902457379449 0.00040177138946692799 0.00044112873945129175 0.00035333001781439829 -0.00080976931147352601 0.00015166135387443728
leaf_weight=0.0017723837547399396 0.0010279522000436045 0.0012471697850649733 0.0011982376193014422 0.0017472820577736038 0.0011373330971266556 0.0010449243754098677 0.0011100797253026247 0.0010918385242157935
leaf_count=409 114 251 335 327 624 249 739 73
internal_value=0 3.20897e-05 -4.13625e-05 2.22795e-05 -8.54234e-05 3.13844e-05 -0.000112145 -0.000333036
internal_weight=0 0.0103492 0.00910208 0.00790384 0.00615656 0.00438418 0.00324684 0.00220192
internal_count=3121 3007 2756 2421 2094 1685 1061 812
is_linear=0
shrinkage=0.00196078


Tree=5016
num_leaves=9
num_cat=0
split_feature=48 48 51 1 42 4 4 16
split_gain=6.13618e-05 0.00010289 0.00012203 8.53643e-05 5.6639e-05 9.10896e-05 7.0778e-05 5.00811e-05
threshold=0.11951500000000001 0.092475000000000016 0.086310000000000012 0.111945 0.086325000000000013 0.055260000000000011 -0.084369999999999987 -0.056919999999999991
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 -1 -8
right_child=-2 -3 -4 -5 -6 -7 7 -9
leaf_value=-0.00013488685903275722 -0.00046145413089308611 0.00056188366278476837 -0.00067875645908072675 0.0004188433353616001 -0.00036819082691143837 -0.0004651416339888198 0.00068847234227649944 9.9302671771330287e-05
leaf_weight=0.001531466242209878 0.0010475625533961043 0.0012603158071321967 0.0010096047093807242 0.0018171828365746165 0.0017103035843244246 0.001043707591508845 0.0011849795489961474 0.0010428588426033508
leaf_count=412 114 251 320 327 774 178 346 399
internal_value=0 3.59995e-05 -3.49612e-05 4.30628e-05 -6.17781e-05 4.73323e-05 0.000189612 0.00041268
internal_weight=0 0.0106004 0.0093401 0.0083305 0.00651332 0.00480301 0.0037593 0.00222784
internal_count=3121 3007 2756 2436 2109 1335 1157 745
is_linear=0
shrinkage=0.00196078


Tree=5017
num_leaves=9
num_cat=0
split_feature=48 48 51 1 42 4 4 16
split_gain=4.85723e-05 0.000108109 0.000115169 6.91626e-05 4.25742e-05 9.3179e-05 6.05368e-05 3.85192e-05
threshold=0.11951500000000001 0.092475000000000016 0.086310000000000012 0.111945 0.086325000000000013 0.055260000000000011 -0.084369999999999987 -0.056919999999999991
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 -1 -8
right_child=-2 -3 -4 -5 -6 -7 7 -9
leaf_value=-0.00011759657446234963 -0.00040752697977052574 0.00056779278167839607 -0.00066138519033431549 0.00037992610384408133 -0.00032312129502341 -0.00049044195264353685 0.00062457739700008262 0.00011116185842914522
leaf_weight=0.0015635012542625287 0.0010384275158785176 0.0012944212529688139 0.0010122188703923984 0.0017949991314978363 0.0016850063641058255 0.001011133668424224 0.0012009695828809541 0.0010556733224262654
leaf_count=412 114 251 320 327 774 178 346 399
internal_value=0 3.6795e-05 -3.69257e-05 3.91263e-05 -5.47516e-05 3.88478e-05 0.000178943 0.000384398
internal_weight=0 0.0106179 0.0093235 0.00831128 0.00651628 0.00483128 0.00382014 0.00225664
internal_count=3121 3007 2756 2436 2109 1335 1157 745
is_linear=0
shrinkage=0.00196078


Tree=5018
num_leaves=9
num_cat=0
split_feature=4 0 157 13 2 4 4 4
split_gain=6.03809e-05 0.000116289 4.77605e-05 6.89238e-05 7.599e-05 6.62288e-05 9.69642e-05 6.9137e-06
threshold=-0.49405499999999997 1.0000000180025095e-35 -0.074309999999999987 -0.012549999999999997 0.088475000000000012 0.0061450000000000003 0.08184000000000001 0.16173500000000005
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 -4 -5 -7 -6
right_child=1 -3 3 5 7 6 -8 -9
leaf_value=-0.00045906536646300776 0.00035247030401780281 0.00058950586601401911 -0.00023218699322206615 -0.00054629217902408135 0.00046999079885396517 0.00035558111603464001 -0.00035150881388131927 0.00024381599489960282
leaf_weight=0.0010600177581673509 0.0010421652281253678 0.001266110672468782 0.0014198586097943027 0.00176749730658663 0.0010337778295994582 0.0012355557094086622 0.0018804074159918076 0.0010447389288863328
leaf_count=156 347 186 787 650 535 108 173 179
internal_value=0 3.15637e-05 -4.33956e-05 -9.2616e-05 0.00011746 -0.000243108 -7.11303e-05 0.000356307
internal_weight=0 0.0106901 0.009424 0.00838184 0.00349838 0.00488346 0.00311596 0.00207852
internal_count=3121 2965 2779 2432 1501 931 281 714
is_linear=0
shrinkage=0.00196078


Tree=5019
num_leaves=10
num_cat=0
split_feature=133 133 15 16 52 52 16 47 4
split_gain=7.17899e-05 8.66064e-05 6.83967e-05 7.33504e-05 0.00011235 6.39453e-05 0.00010228 0.000141241 5.54239e-05
threshold=0.10622000000000002 0.083950000000000011 0.035560000000000008 -0.008904999999999998 1.0000000180025095e-35 -0.049749999999999996 -0.5048999999999999 0.092165000000000011 0.024790000000000003
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 5 8 -1 -7 -8 -5
right_child=-2 -3 -4 4 -6 6 7 -9 -10
leaf_value=0.00028253901782040032 -0.00051594758503247266 0.00049508457256218345 -0.00036942159782270457 -0.00027166714641638104 0.00077157723023830505 0.00024043938795267056 -0.00091981480072992965 4.4877103961835381e-05 0.00034196542135748656
leaf_weight=0.0011462370565892988 0.0010277347350208096 0.0013310015241009701 0.0019246980259134362 0.001226014626834953 0.0011135264667656835 0.0011045744581027498 0.001287899360378153 0.001066857939172933 0.0010510330999526371
leaf_count=136 435 580 815 389 74 147 311 115 119
internal_value=0 2.54307e-05 -3.7579e-05 4.22965e-05 0.000261171 -0.000118837 -0.000251831 -0.000482747 1.15716e-05
internal_weight=0 0.0112518 0.00992084 0.00799614 0.00339057 0.00460557 0.00345933 0.00235476 0.00227705
internal_count=3121 2686 2106 1291 582 709 573 426 508
is_linear=0
shrinkage=0.00196078


Tree=5020
num_leaves=8
num_cat=0
split_feature=12 0 15 49 52 13 16
split_gain=1.4469e-05 3.65956e-05 5.07254e-05 8.40324e-05 7.07588e-05 4.95631e-05 4.13246e-05
threshold=0.10711000000000002 -0.019414999999999998 -0.0063699999999999989 -0.047584999999999995 -0.0027449999999999996 -0.0034749999999999994 -0.27167499999999994
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 -1 -5 -4 -6
right_child=-2 -3 5 4 6 -7 -8
leaf_value=0.014993034612299495 -0.010816332222049092 0.014059633677110299 0.019602450774746136 -0.035913799851308041 -0.019042644934431266 -0.0075314689501029255 0.0089796167943516688
leaf_weight=0.001130146282956033 0.0011161865860399517 0.0017889891901555696 0.0016662576775474496 0.0012050842466124543 0.0010917537587169339 0.0011295180082732678 0.0010160160354078436
leaf_count=261 285 318 866 588 205 284 314
internal_value=0 0.00125248 -0.00191268 -0.00855307 -0.0165856 0.00864011 -0.00553497
internal_weight=0 0.00902777 0.00723878 0.004443 0.00331285 0.00279578 0.00210777
internal_count=3121 2836 2518 1368 1107 1150 519
is_linear=0
shrinkage=0.1


Tree=5021
num_leaves=9
num_cat=0
split_feature=48 48 51 1 2 3 12 1
split_gain=5.1066e-05 9.71444e-05 9.82832e-05 9.1334e-05 3.81011e-05 6.81064e-05 9.90153e-05 8.54752e-05
threshold=0.11951500000000001 0.092475000000000016 0.085720000000000005 0.111945 0.10613000000000002 -0.059315 0.089735000000000023 0.086560000000000012
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 -1 -7
right_child=-2 -3 -4 -5 -6 7 -8 -9
leaf_value=-0.00060791893154644734 -0.00042702196654760126 0.00054821867596927594 -0.00061509848059715291 0.00042938488723013034 -0.00034257480021306362 0.00064096307489514156 0.00014470209263625432 -0.00013899729611673793
leaf_weight=0.0012270760593817787 0.0010140403090437141 0.0012435630739262805 0.0010028245533857697 0.0017714531799171603 0.0015387160811391526 0.0011374485343545277 0.001485857078494913 0.0010288018525627246
leaf_count=926 114 251 325 327 320 131 600 127
internal_value=0 3.38763e-05 -3.57065e-05 3.52428e-05 -7.35474e-05 1.1294e-05 -0.000195713 0.000270542
internal_weight=0 0.0104357 0.00919218 0.00818935 0.0064179 0.00487918 0.00271293 0.00216625
internal_count=3121 3007 2756 2431 2104 1784 1526 258
is_linear=0
shrinkage=0.00196078


Tree=5022
num_leaves=9
num_cat=0
split_feature=48 48 51 1 42 4 4 16
split_gain=4.82085e-05 0.000100104 0.000108544 7.97636e-05 3.91547e-05 9.04386e-05 7.32004e-05 4.33687e-05
threshold=0.11951500000000001 0.092475000000000016 0.086310000000000012 0.111945 0.086325000000000013 0.055260000000000011 -0.084369999999999987 -0.056919999999999991
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 -1 -8
right_child=-2 -3 -4 -5 -6 -7 7 -9
leaf_value=-0.00015817540726955725 -0.00040589664391151552 0.00054467636589032077 -0.00064411793819543924 0.00039957986870593851 -0.00032136136185896921 -0.00048490059096425715 0.00065169379729650579 0.00010380267355984963
leaf_weight=0.0015831714940681765 0.0010682769871575787 0.0012831822647259407 0.0010169525113072819 0.0018030765757742059 0.0017081498884862455 0.0010531940074453815 0.0011773698123402937 0.0010515481489792315
leaf_count=412 114 251 320 327 774 178 346 399
internal_value=0 3.09785e-05 -3.91946e-05 3.42463e-05 -6.59638e-05 2.37036e-05 0.000164219 0.000393212
internal_weight=0 0.0106766 0.00939346 0.00837651 0.00657343 0.00486528 0.00381209 0.00222892
internal_count=3121 3007 2756 2436 2109 1335 1157 745
is_linear=0
shrinkage=0.00196078


Tree=5023
num_leaves=9
num_cat=0
split_feature=484 15 4 48 3 12 52 2
split_gain=0.000143688 4.63157e-05 7.67252e-05 7.45235e-05 5.50921e-05 0.000114774 0.000105639 8.53162e-05
threshold=-1.0000000180025095e-35 -0.15026499999999995 0.23246000000000003 0.092475000000000016 0.10542000000000001 0.092355000000000007 0.0031350000000000002 0.089885000000000007
decision_type=2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 5 6 7 -3
right_child=1 2 -4 -5 -6 -7 -8 -9
leaf_value=-0.00072111378436907111 0.00038676201502835207 -0.00042339659064673463 -0.00042978731488942085 0.00052602932769293563 0.00035240464142740724 -0.00064153421037080761 0.00047504227432298426 0.0002366317194575939
leaf_weight=0.0010027845412152693 0.0014039221183537428 0.0018473703933973183 0.0013404260197881811 0.0012078517744359366 0.0013743709505891211 0.0011409435985619406 0.0015272600462781193 0.0012709724571054529
leaf_count=515 331 487 156 202 77 600 561 192
internal_value=0 5.38757e-05 5.74124e-06 7.54999e-05 -4.92184e-07 -8.43092e-05 5.25433e-05 -0.000154383
internal_weight=0 0.0111131 0.0097092 0.00836877 0.00716092 0.00578655 0.0046456 0.00311834
internal_count=3121 2606 2275 2119 1917 1840 1240 679
is_linear=0
shrinkage=0.00196078


Tree=5024
num_leaves=9
num_cat=0
split_feature=474 160 133 151 16 16 1 2
split_gain=9.13133e-05 0.000129292 9.39606e-05 8.50241e-05 8.98162e-05 0.000160432 9.66855e-05 3.5379e-05
threshold=0.084660000000000027 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.0083949999999999979 -0.056919999999999991 0.38525000000000004 0.089770000000000016 0.090425000000000019
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 6 -6 -5 -8
right_child=-2 2 3 4 5 -7 7 -9
leaf_value=-0.00054378936572991741 0.00055959441527684759 -0.00043903842402722256 -0.00031886868738528409 -1.5708209979214713e-05 -0.00041046025732278859 0.00052648302265358615 0.00041433168957079206 0.00089320786423288624
leaf_weight=0.0017783309692410562 0.0010000950786635933 0.0013874854014215279 0.0014391771945946553 0.0013145110264703125 0.0018141723119907683 0.0011467648229856904 0.0012201749740108798 0.0011542245342544104
leaf_count=736 344 707 270 320 266 191 157 130
internal_value=0 -5.86528e-05 3.23864e-05 0.000113248 0.000206768 -4.75841e-05 0.000410926 0.000647119
internal_weight=0 0.0112548 0.00947651 0.00808902 0.00664985 0.00296094 0.00368891 0.0023744
internal_count=3121 2777 2041 1334 1064 457 607 287
is_linear=0
shrinkage=0.00196078


Tree=5025
num_leaves=8
num_cat=0
split_feature=50 15 16 48 0 13 1
split_gain=2.09751e-05 3.44485e-05 5.2025e-05 7.12393e-05 6.78433e-05 6.5561e-05 6.47474e-05
threshold=0.088425000000000017 -0.15914499999999995 -0.094359999999999986 0.087555000000000008 -0.11756999999999999 -0.033284999999999988 0.089770000000000016
decision_type=2 2 2 2 2 2 2
left_child=1 -1 4 5 -3 -4 -7
right_child=-2 2 3 -5 -6 6 -8
leaf_value=0.018206522075485662 -0.013831897545794669 -0.028424495061767398 -0.017649069829099466 0.027145077726789812 0.0033819428137134913 -0.0062796629953042627 0.024179598132266913
leaf_weight=0.0010768888807405922 0.0010026753579240174 0.0013169289973869354 0.0015367209992831312 0.0011293554986500131 0.0013664663033537226 0.0014829657300506611 0.00131825810382873
leaf_count=314 560 173 806 268 245 545 210
internal_value=0 0.0013971 -0.000823802 0.00477332 -0.0122277 -0.00105102 0.00805449
internal_weight=0 0.00922758 0.0081507 0.0054673 0.0026834 0.00433794 0.00280122
internal_count=3121 2561 2247 1829 418 1561 755
is_linear=0
shrinkage=0.1


Tree=5026
num_leaves=9
num_cat=0
split_feature=15 151 12 4 4 1 3 1
split_gain=3.31448e-05 4.75387e-05 5.6356e-05 7.08846e-05 6.46678e-05 0.000100999 6.4319e-05 4.7942e-05
threshold=-0.24436499999999997 -0.086944999999999981 0.086850000000000024 0.09173000000000002 0.09173000000000002 0.094385000000000011 -0.088084999999999983 0.080000000000000016
decision_type=2 2 2 2 2 2 2 2
left_child=-1 -2 4 6 5 7 -4 -3
right_child=1 2 3 -5 -6 -7 -8 -9
leaf_value=0.00033513600965515757 0.00036742619194521278 -5.2180267019002021e-05 0.00026592244811903687 0.00043506875354216778 -0.00065752083978928117 0.00034015068499125458 -0.00034567735077078277 -0.00057529049575353252
leaf_weight=0.0010099607457832336 0.0010069788644575537 0.0012938538665757606 0.0011070031245826062 0.001462001419846661 0.0010367928043182187 0.0013034930757204713 0.0016412249714364104 0.0014050490593836545
leaf_count=253 248 540 369 151 129 220 1017 194
internal_value=0 -3.71524e-05 -8.11986e-05 8.62456e-05 -0.000221098 -0.000108046 -9.93212e-05 -0.000324511
internal_weight=0 0.0102564 0.00924942 0.00421023 0.00503919 0.0040024 0.00274823 0.0026989
internal_count=3121 2868 2620 1537 1083 954 1386 734
is_linear=0
shrinkage=0.00196078


Tree=5027
num_leaves=8
num_cat=0
split_feature=42 157 42 0 1 16 2
split_gain=1.81067e-05 2.8336e-05 3.88393e-05 6.04846e-05 5.92849e-05 6.90063e-05 4.37913e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 0.092145000000000019 -0.060129999999999996 0.094385000000000011 -0.27167499999999994 0.089775000000000008
decision_type=2 2 2 2 2 2 2
left_child=-1 -2 3 4 6 -6 -3
right_child=1 2 -4 -5 5 -7 -8
leaf_value=-0.0094499490416583825 -0.012753912528791676 -0.023174307202850977 -0.010027091978368196 0.024923045872229193 -0.0047524460533754044 0.031458509684537568 0.0053104942020704322
leaf_weight=0.0017182072988641941 0.0011549492382603556 0.0011553389763849366 0.0015388110822629371 0.0015274638981068595 0.0010333208177045296 0.0010724886104716074 0.0010128694689665956
leaf_count=862 504 490 592 203 138 168 164
internal_value=0 0.00180594 0.00409684 0.00784313 0.00173905 0.0136898 -0.00986775
internal_weight=0 0.00849524 0.00734029 0.00580148 0.00427402 0.00210581 0.00216821
internal_count=3121 2259 1755 1163 960 306 654
is_linear=0
shrinkage=0.1


Tree=5028
num_leaves=11
num_cat=0
split_feature=133 0 43 16 0 2 0 2 151 3
split_gain=7.16473e-05 6.95091e-05 5.70351e-05 6.46372e-05 6.11371e-05 6.16592e-05 0.000152919 0.000101067 7.65917e-05 0.000103869
threshold=0.10622000000000002 0.13134000000000004 0.08845500000000002 0.26676500000000009 -0.060129999999999996 0.088475000000000012 -0.10607499999999999 0.092875000000000013 -0.0033899999999999994 0.12178000000000001
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 -1 -7 -9 -10
right_child=-2 -3 -4 -5 -6 7 -8 8 9 -11
leaf_value=0.00032121746140427096 -0.00050072143126947421 0.0005160154260694977 -0.00043771746777653291 -0.00042981115852986664 0.00049513522139131507 0.00070041716113670245 -0.00061538447964114892 -0.00044510777377973146 0.00062689957497624694 -0.00024593120583260857
leaf_weight=0.0011894200314244516 0.0010464911150441783 0.0010501126970481238 0.0010897794237721215 0.0010147084600836418 0.0012437848821098612 0.0010455545891932508 0.0015353314448279618 0.0010190230286289234 0.0010973850130084877 0.0010035510426189553
leaf_count=125 435 69 273 301 230 230 934 165 281 78
internal_value=0 3.55849e-05 -1.36903e-05 3.68189e-05 9.50302e-05 2.28058e-05 -0.000206535 0.000172823 -3.98383e-06 0.000209976
internal_weight=0 0.0112887 0.0102385 0.00914876 0.00813405 0.00689027 0.00272475 0.00416551 0.00311996 0.00210094
internal_count=3121 2686 2617 2344 2043 1813 1059 754 524 359
is_linear=0
shrinkage=0.00196078


Tree=5029
num_leaves=8
num_cat=0
split_feature=50 484 3 2 2 15 4
split_gain=1.85124e-05 3.07871e-05 2.79368e-05 5.60792e-05 6.67327e-05 6.91303e-05 5.66951e-05
threshold=0.088425000000000017 0.084040000000000017 -0.10519499999999998 0.11389000000000002 0.099185000000000009 0.083935000000000023 0.0061450000000000003
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 4 5 6 -4
right_child=-2 -3 3 -5 -6 -7 -8
leaf_value=0.01024612123850588 -0.012986929967136511 0.017635492504921645 -0.030962532044327185 -0.023090637571019326 0.021152068909616642 0.016125601063951778 -0.002252644194325215
leaf_weight=0.0018076315127935286 0.0010029499881997377 0.001027521323159219 0.001143004503987081 0.0012228587344740895 0.0012210276200668542 0.0010670590761961097 0.0017272479971183715
leaf_count=314 560 323 462 319 249 629 265
internal_value=0 0.00131923 -0.000728106 -0.00383683 0.000727568 -0.00560642 -0.0136856
internal_weight=0 0.00921635 0.00818883 0.0063812 0.00515834 0.00393731 0.00287025
internal_count=3121 2561 2238 1924 1605 1356 727
is_linear=0
shrinkage=0.1


Tree=5030
num_leaves=8
num_cat=0
split_feature=1 12 0 48 12 1 52
split_gain=1.68673e-05 4.0111e-05 6.70181e-05 4.97404e-05 3.4257e-05 4.94929e-05 3.13803e-05
threshold=0.12500000000000003 0.092355000000000007 -0.046359999999999991 0.091545000000000015 0.088930000000000023 1.0000000180025095e-35 -0.015539999999999998
decision_type=2 2 2 2 2 2 2
left_child=1 3 -3 4 5 -1 -7
right_child=-2 2 -4 -5 -6 6 -8
leaf_value=-0.024675274627409295 0.010344904494060735 -0.02999346717693778 0.0041458121941595249 0.018103534518275479 0.01305268502764129 0.014006377772564619 -0.0079383896786234063
leaf_weight=0.0011171742086080821 0.0013473365158030029 0.0011568779841645304 0.0011432840151183649 0.0015308904206805946 0.001104961476590745 0.0010384069770706058 0.0017494105575036941
leaf_count=794 279 737 128 235 352 262 334
internal_value=0 -0.00166627 -0.0130247 0.00232806 -0.00249245 -0.00689112 0.000235603
internal_weight=0 0.00884101 0.00230016 0.00654084 0.00500995 0.00390499 0.00278782
internal_count=3121 2842 865 1977 1742 1390 596
is_linear=0
shrinkage=0.1


Tree=5031
num_leaves=10
num_cat=0
split_feature=159 43 40 3 15 42 12 16 4
split_gain=4.6148e-05 7.35009e-05 8.89935e-05 4.97029e-05 8.75717e-05 0.000122697 0.000149087 8.38443e-05 0.000100263
threshold=-0.029685 0.16180500000000003 -0.03549999999999999 0.12178000000000001 -0.10653 0.091295000000000015 0.088365000000000013 -0.093244999999999981 0.0061450000000000003
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 -4 6 7 -6 -9
right_child=1 -3 3 -5 5 -7 -8 8 -10
leaf_value=-0.00040247123936860876 0.00063275579417084577 -0.00047290211964293958 0.00053620894119751591 -0.00034259895388496879 -0.00038757814342240668 0.00050476972895022014 -0.00067220386331243566 -8.2560102268417756e-05 0.00073284290752332541
leaf_weight=0.0010280625246282355 0.0010171882456387208 0.0010059844128746205 0.0013336788148618521 0.0012462255183262969 0.0010758249268685628 0.0013603120184857032 0.0015162684693558609 0.0013295939850425467 0.001028059460947861
leaf_count=425 286 195 245 151 144 379 531 718 47
internal_value=0 3.20848e-05 8.33618e-05 2.05002e-05 7.96995e-05 -1.67873e-05 -0.000160124 6.60171e-05 0.000272998
internal_weight=0 0.0109131 0.00990715 0.00888996 0.00764374 0.00631006 0.00494975 0.00343348 0.00235765
internal_count=3121 2696 2501 2215 2064 1819 1440 909 765
is_linear=0
shrinkage=0.00196078


Tree=5032
num_leaves=8
num_cat=0
split_feature=50 4 2 52 3 13 0
split_gain=1.5498e-05 2.9932e-05 3.6744e-05 5.89399e-05 4.36362e-05 6.02198e-05 3.67912e-05
threshold=0.088425000000000017 0.36766000000000004 0.11389000000000002 -0.088204999999999992 0.092670000000000016 -0.014169999999999999 -0.10224499999999999
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 -1 5 -5 -7
right_child=-2 -3 -4 4 -6 6 -8
leaf_value=-0.016607834355389182 -0.01187946016256977 0.015625685318726334 -0.018444168272373454 -0.016002383461927276 0.023143797394640807 -0.0042198930930707895 0.018658349394609336
leaf_weight=0.0014117229114209793 0.001002838502456427 0.0012455771474712508 0.0010531092756793986 0.0013387489022631044 0.0012016718824336275 0.0011647158888396028 0.0017727875679631692
leaf_count=491 560 303 244 879 70 109 465
internal_value=0 0.00121284 -0.00104737 0.0016118 0.0063072 0.00157595 0.00958716
internal_weight=0 0.00918833 0.00794276 0.00688965 0.00547792 0.00427625 0.0029375
internal_count=3121 2561 2258 2014 1523 1453 574
is_linear=0
shrinkage=0.1


Tree=5033
num_leaves=9
num_cat=0
split_feature=1 3 52 0 12 15 48 4
split_gain=1.70309e-05 6.90226e-05 4.22594e-05 4.12201e-05 6.50033e-05 3.0771e-05 4.04853e-05 3.00314e-05
threshold=0.11588000000000001 0.10299500000000002 0.11434500000000002 -0.077999999999999986 0.088365000000000013 -0.0072999999999999992 0.084170000000000009 -0.35136499999999998
decision_type=2 2 2 2 2 2 2 2
left_child=2 -2 3 4 5 6 -1 -5
right_child=1 -3 -4 7 -6 -7 -8 -9
leaf_value=-0.019909683596854362 0.025755160225169937 -0.01035843321094719 -0.020337211921300904 -0.00056391042923299283 -0.027090710037075385 0.015883065803478671 0.0067898345027657559 0.021127518685470668
leaf_weight=0.0010056134344291162 0.001071182693501027 0.0010460630994343096 0.0011043491119477594 0.001217479724453005 0.0010333474636054097 0.001039943434395907 0.001304836644112023 0.0013415887762549374
leaf_count=365 260 155 413 186 532 484 218 508
internal_value=0 0.00791259 -0.00216722 0.00072297 -0.00516418 0.00159852 -0.00483102 0.0108078
internal_weight=0 0.00211725 0.00804716 0.00694281 0.00438374 0.00335039 0.00231045 0.00255907
internal_count=3121 415 2706 2293 1599 1067 583 694
is_linear=0
shrinkage=0.1


Tree=5034
num_leaves=8
num_cat=0
split_feature=42 157 43 2 16 4 2
split_gain=1.64454e-05 2.60262e-05 3.69854e-05 5.87744e-05 7.74721e-05 4.70336e-05 3.14265e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.074359999999999996 0.099515000000000006 -0.088159999999999988 0.033845000000000007 0.090050000000000005
decision_type=2 2 2 2 2 2 2
left_child=-1 -2 6 4 -4 -5 -3
right_child=1 2 3 5 -6 -7 -8
leaf_value=-0.0090113112338930604 -0.012254235563056857 0.028058362784520431 0.0033955227652381682 0.023788950056467088 -0.031479422138513492 -0.0028775745872388556 0.0030233646185847721
leaf_weight=0.0017071071440917561 0.0011461689059776839 0.0010008438269426482 0.0015388889770416544 0.0012860738092371703 0.0010868190215541902 0.0013617587439602482 0.0010048408191081902
leaf_count=862 504 356 270 193 464 204 268
internal_value=0 0.00175224 0.00395766 -0.000438286 -0.0110397 0.0100746 0.0155159
internal_weight=0 0.00842539 0.00727923 0.00527354 0.00262571 0.00264783 0.00200568
internal_count=3121 2259 1755 1131 734 397 624
is_linear=0
shrinkage=0.1


Tree=5035
num_leaves=10
num_cat=0
split_feature=43 52 40 3 4 0 52 43 16
split_gain=6.45378e-05 9.29995e-05 0.000126421 7.47732e-05 9.77537e-05 7.31879e-05 7.25786e-05 9.97584e-05 5.46864e-05
threshold=0.16180500000000003 0.15915500000000002 -0.013874999999999998 0.12178000000000001 0.0061450000000000003 -0.17169499999999996 -0.066844999999999988 -0.014584999999999999 -0.074319999999999983
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 6 -6 -4 -8 -7
right_child=-2 -3 3 -5 5 8 7 -9 -10
leaf_value=0.00075038428537375164 -0.00046319962776554785 -0.00052461512711726548 -0.00049605284196352101 -0.00043554317354460023 0.00078058499995274189 -0.00016751391568318175 -0.00036553311071913007 0.00039365173428228619 0.00041309441852083623
leaf_weight=0.001026336073110856 0.0010748490797427507 0.0010135472203589577 0.0012975881797814533 0.0011826145978455702 0.0010040100408437169 0.0011237206500062703 0.0011661847737474665 0.0015497879526775783 0.0014016475378655399
leaf_count=293 218 344 533 155 69 199 581 536 193
internal_value=0 4.06819e-05 9.94352e-05 2.28679e-05 9.47395e-05 0.000332775 -0.00011458 6.76728e-05 0.000154739
internal_weight=0 0.0107654 0.00975189 0.00872555 0.00754294 0.00352938 0.00401356 0.00271597 0.00252537
internal_count=3121 2903 2559 2266 2111 461 1650 1117 392
is_linear=0
shrinkage=0.00196078


Tree=5036
num_leaves=9
num_cat=0
split_feature=43 43 42 2 13 4 16 42
split_gain=1.65471e-05 6.08999e-05 3.77283e-05 4.01355e-05 3.74437e-05 3.6846e-05 2.62769e-05 2.43129e-05
threshold=-0.092909999999999979 -0.063379999999999978 0.082250000000000004 0.093175000000000022 -0.28558999999999996 0.0061450000000000003 -0.074319999999999983 0.085465000000000013
decision_type=2 2 2 2 2 2 2 2
left_child=7 -2 3 5 -5 -3 -6 -1
right_child=1 2 -4 4 6 -7 -8 -9
leaf_value=-0.017574118605109736 0.0214065620793626 -0.0012361164189039276 -0.01905875828668686 0.0097850903367579338 -0.024738679684291772 0.02390189533282594 -0.0026375248321214239 0.0035469620355475795
leaf_weight=0.0011720836627583729 0.0013508585912080694 0.0011596555146295565 0.0010728983771334816 0.0010337174032221015 0.0010456640719676436 0.0011727369078143007 0.0011079518737652527 0.0010186944640640946
leaf_count=323 930 432 615 121 153 142 263 142
internal_value=0 0.00206342 -0.00190008 0.00143514 -0.00585931 0.0114034 -0.0133685 -0.00775298
internal_weight=0 0.00794348 0.00659262 0.00551973 0.00318733 0.00233239 0.00215362 0.00219078
internal_count=3121 2656 1726 1111 537 574 416 465
is_linear=0
shrinkage=0.1


Tree=5037
num_leaves=8
num_cat=0
split_feature=4 16 2 52 3 4 0
split_gain=1.68062e-05 2.59836e-05 3.73028e-05 5.79966e-05 5.59395e-05 4.89284e-05 0.000135043
threshold=0.27287000000000006 -0.36241499999999999 0.10912000000000001 0.10160000000000001 0.090900000000000009 0.053180000000000012 -0.084269999999999984
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 4 5 6 -3
right_child=-2 2 -4 -5 -6 -7 -8
leaf_value=-0.016140084708302343 0.0096174726298277283 -0.040569556717594157 0.014763010737137481 -0.024930727418691772 0.021037661219046905 0.013999191731086887 0.0049481117383951886
leaf_weight=0.0010976936666885172 0.0015258500377901369 0.0010092696645612174 0.0014457925834004109 0.0010143249722832362 0.0011153316487400033 0.0010591264082654653 0.0018402534427437466
leaf_count=139 352 742 379 384 106 148 871
internal_value=0 -0.00177229 0.000335035 -0.00311955 0.00128405 -0.00435264 -0.0111737
internal_weight=0 0.00858179 0.0074841 0.00603831 0.00502398 0.00390865 0.00284952
internal_count=3121 2769 2630 2251 1867 1761 1613
is_linear=0
shrinkage=0.1


Tree=5038
num_leaves=8
num_cat=0
split_feature=12 156 3 13 16 3 12
split_gain=1.74793e-05 3.03971e-05 3.28169e-05 6.77966e-05 6.06947e-05 5.56808e-05 5.09917e-05
threshold=0.10711000000000002 0.084085000000000007 -0.078934999999999991 -0.094514999999999988 -0.074319999999999983 0.083060000000000009 0.089410000000000003
decision_type=2 2 2 2 2 2 2
left_child=1 2 6 -4 -5 -6 -1
right_child=-2 -3 3 4 5 -7 -8
leaf_value=-0.020868359975280758 -0.011879916077474618 -0.015012698844118828 0.029838252053677763 -0.010702345372813107 0.028792493152880717 -0.0033999324487372731 0.0066420254715327271
leaf_weight=0.0011971766789068976 0.0011113687237428302 0.0010004659944318076 0.0011279618131506122 0.0019364414807300839 0.0011449440264716844 0.0010123177116779791 0.0015410554001498949
leaf_count=902 285 425 187 350 395 77 500
internal_value=0 0.00141611 0.00348102 0.00813073 0.00214952 0.0136859 -0.00538573
internal_weight=0 0.00896036 0.0079599 0.00522167 0.0040937 0.00215726 0.00273823
internal_count=3121 2836 2411 1009 822 472 1402
is_linear=0
shrinkage=0.1


Tree=5039
num_leaves=8
num_cat=0
split_feature=157 160 133 151 16 0 1
split_gain=1.79237e-05 5.40096e-05 6.066e-05 4.85863e-05 7.72784e-05 5.35964e-05 4.02901e-05
threshold=-0.072409999999999988 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.0083949999999999979 -0.056919999999999991 -0.019414999999999998 0.089770000000000016
decision_type=2 2 2 2 2 2 2
left_child=-1 -2 -3 -4 6 -6 -5
right_child=1 2 3 4 5 -7 -8
leaf_value=0.012531332111511459 -0.020201050304543111 -0.019603796522779365 -0.012870683075339638 0.0046897280032476346 -0.02064035963787151 0.009603343588554053 0.028750050172626024
leaf_weight=0.0010184314233215091 0.0013142631575682375 0.0011362630190551518 0.0011895667601087628 0.0010888627428610317 0.001069610097958802 0.0012958596377227161 0.0019288701024616785
leaf_count=423 677 711 269 319 318 117 287
internal_value=0 -0.00146355 0.00173088 0.0054191 0.00946073 -0.00407215 0.0200686
internal_weight=0 0.0090233 0.00770903 0.00657277 0.0053832 0.00236547 0.00301773
internal_count=3121 2698 2021 1310 1041 435 606
is_linear=0
shrinkage=0.1


Tree=5040
num_leaves=9
num_cat=0
split_feature=4 43 0 133 2 0 3 52
split_gain=6.43351e-05 8.53478e-05 6.67811e-05 4.29293e-05 6.38316e-05 0.000132607 6.49603e-05 3.1258e-05
threshold=-0.49405499999999997 -0.24021999999999996 -0.036484999999999997 0.061605000000000007 0.088475000000000012 -0.10151999999999999 0.088060000000000013 -0.0064899999999999992
decision_type=2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 5 -3 -6 -8
right_child=1 2 -4 -5 6 -7 7 -9
leaf_value=-0.00047609386166223302 -0.00047562869859755981 0.00010182272974439484 0.00044265447336464393 0.00032258459663298721 0.00045716220164966121 -0.0007898728085763857 -0.0003130978793956729 0.00011927370683995109
leaf_weight=0.0010530322639579282 0.0011411346752136361 0.0014600919903940395 0.0017123311862078773 0.0014383434705478046 0.0013371472453202219 0.0011432650623150256 0.0011659182213671349 0.0014328918844901534
leaf_count=156 156 147 234 912 504 782 100 130
internal_value=0 3.15749e-05 9.13054e-05 1.58915e-05 -5.15666e-05 -0.000289766 0.000105985 -7.47035e-05
internal_weight=0 0.0108311 0.00968999 0.00797766 0.00653931 0.00260336 0.00393596 0.00259881
internal_count=3121 2965 2809 2575 1663 929 734 230
is_linear=0
shrinkage=0.00196078


Tree=5041
num_leaves=9
num_cat=0
split_feature=48 16 12 4 3 13 43 1
split_gain=0.000100626 0.000108164 7.55904e-05 6.97208e-05 0.000129056 5.77671e-05 4.74495e-05 1.53017e-05
threshold=0.12474000000000002 -0.48836499999999994 0.10711000000000002 0.055260000000000011 0.096675000000000011 -0.033284999999999988 -0.013819999999999997 0.087325000000000014
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 -3 -7 -8
right_child=-2 2 -4 -5 -6 6 7 -9
leaf_value=0.00052701107466672698 -0.00059655190318217463 -0.00030779612878723385 -0.00049866561146186912 -0.00029215561505367953 0.00071973020527422125 0.00039706586876309065 0.00011136848433659093 -0.00022781155638705139
leaf_weight=0.00155845730374781 0.0010159747209267577 0.0016088047880587937 0.0011628105713415134 0.0019238501711013713 0.0011780573987891785 0.0015566047735793651 0.0010288049752833835 0.0010167604208481469
leaf_count=251 102 1143 253 342 141 450 285 154
internal_value=0 4.83162e-05 -3.04143e-05 3.5085e-05 0.000133623 1.12022e-06 0.000139089 -5.7223e-05
internal_weight=0 0.0110342 0.00947569 0.00831288 0.00638903 0.00521097 0.00360217 0.00204557
internal_count=3121 3019 2768 2515 2173 2032 889 439
is_linear=0
shrinkage=0.00196078


Tree=5042
num_leaves=10
num_cat=0
split_feature=133 133 160 403 15 160 15 16 15
split_gain=0.000102436 8.65224e-05 8.39954e-05 7.36879e-05 8.08796e-05 8.37576e-05 6.40144e-05 0.000117292 0.000108702
threshold=0.10622000000000002 0.083950000000000011 0.041220000000000007 0.08332500000000001 0.035560000000000008 -0.079874999999999988 -0.016799999999999995 -0.056919999999999991 -0.11713499999999999
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 -1 7 8 -7
right_child=-2 -3 -4 -5 -6 6 -8 -9 -10
leaf_value=-0.00034019618773657533 -0.00061508460322038869 0.00051423924070686329 -0.00042333272705241811 0.00055428008339901695 -0.00051634833290341677 -0.00012580800047028967 0.00059040378977911329 -0.00045223934920586475 0.00075040726296633537
leaf_weight=0.0014122664431135057 0.0010006673220897206 0.0013045655101668824 0.0016723135145411691 0.0010123402591386164 0.0010395106709915301 0.0010478085587590871 0.0012210154055093238 0.0011157696778475498 0.0011329004666960009
leaf_count=271 435 580 263 257 608 125 181 264 137
internal_value=0 4.02836e-05 -2.37635e-05 5.99546e-05 -1.185e-05 7.65905e-05 0.000206887 6.48325e-05 0.000329395
internal_weight=0 0.0109585 0.00965392 0.00798161 0.00696927 0.00592976 0.00451749 0.00329648 0.00218071
internal_count=3121 2686 2106 1843 1586 978 707 526 262
is_linear=0
shrinkage=0.00196078


Tree=5043
num_leaves=9
num_cat=0
split_feature=48 4 12 3 150 12 42 1
split_gain=6.88407e-05 0.000104748 5.48982e-05 0.000132511 8.03619e-05 0.000125838 7.65267e-05 8.49384e-05
threshold=0.12230500000000001 0.40473500000000007 -0.040564999999999997 0.10542000000000001 0.086615000000000011 0.079890000000000017 0.091295000000000015 0.077845000000000011
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 -4 7 -7
right_child=-2 -3 3 -5 -6 6 -8 -9
leaf_value=-0.00045204790908835778 -0.00049651710804080528 0.00058874955481717133 0.00040171598738896998 0.00054022584659409265 -0.00059858059225692626 -0.00070412801349730683 0.00021915762055268784 -2.8815964306245295e-05
leaf_weight=0.0010471131334724758 0.0010066522315181252 0.0011886201085376412 0.0019694722847249067 0.0015613266423158689 0.0010253241585121637 0.001471183158683088 0.0011727054443743615 0.0013951112845039227
leaf_count=220 108 281 203 115 195 1089 487 423
internal_value=0 3.95405e-05 -2.81618e-05 2.34788e-05 -9.12261e-05 -4.64792e-06 -0.000202797 -0.000375433
internal_weight=0 0.0108309 0.00964224 0.00859512 0.0070338 0.00600847 0.004039 0.00286629
internal_count=3121 3013 2732 2512 2397 2202 1999 1512
is_linear=0
shrinkage=0.00196078


Tree=5044
num_leaves=8
num_cat=0
split_feature=12 403 42 3 52 1 3
split_gain=1.70695e-05 2.82515e-05 7.27388e-05 0.000104791 6.60388e-05 0.000102373 0.000119988
threshold=0.10866500000000003 0.03138500000000001 0.091295000000000015 -0.077774999999999983 0.077655000000000016 0.11181500000000001 0.090900000000000009
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 -1 5 6 -5
right_child=-2 -3 -4 4 -6 -7 -8
leaf_value=-0.025804044374583751 -0.012324141646302581 0.015499592911934857 0.020212030649018674 -0.012729460495954609 0.02473960604905702 -0.027136792684418948 0.031522513090350111
leaf_weight=0.0017983655135726615 0.0010225288349290382 0.0012147047480057594 0.0013544608623048586 0.0013024078572065369 0.0010451202871712595 0.0012413947452612072 0.0011571147463297349
leaf_count=1308 249 339 525 222 160 181 137
internal_value=0 0.00130172 -0.000881657 -0.00524731 0.00254204 -0.00372644 0.00808946
internal_weight=0 0.00911357 0.00789886 0.0065444 0.00474604 0.00370092 0.00245952
internal_count=3121 2872 2533 2008 700 540 359
is_linear=0
shrinkage=0.1


Tree=5045
num_leaves=10
num_cat=0
split_feature=48 0 3 15 2 47 13 16 16
split_gain=8.42426e-05 0.000100518 4.95565e-05 8.12433e-05 7.46035e-05 5.00894e-05 5.86799e-05 9.90559e-05 4.54388e-05
threshold=0.11951500000000001 -0.17169499999999996 0.13524500000000003 -0.11033999999999998 0.10584500000000001 0.09550500000000002 -0.0034749999999999994 -0.0064149999999999997 -0.078844999999999985
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 5 6 8 -8 -5
right_child=-2 2 -4 4 -6 -7 7 -9 -10
leaf_value=0.00045555934280542453 -0.00053900979922593165 -0.00062177286678949937 0.00034011270642211893 0.00041538848602932544 -0.00051327144438937885 0.00045951712664577888 -0.00069814698341734644 0.0001621966914547032 -0.00010726650801813505
leaf_weight=0.0018757270070041748 0.0010483270846103438 0.0010007477584405003 0.0011234816081027469 0.0013959564579010973 0.0010105567178437169 0.0010157378554464507 0.0010293700422472568 0.0010286810436482422 0.0011802042286942077
leaf_count=165 114 338 143 592 346 129 276 189 829
internal_value=0 4.35161e-05 -4.44639e-05 -0.00010086 -2.25923e-05 6.51712e-05 -2.12625e-05 -0.000268119 0.000175947
internal_weight=0 0.0106605 0.00878474 0.00766125 0.00666051 0.00564995 0.00463421 0.00205805 0.00257616
internal_count=3121 3007 2842 2699 2361 2015 1886 465 1421
is_linear=0
shrinkage=0.00196078


Tree=5046
num_leaves=9
num_cat=0
split_feature=4 43 48 48 1 4 0 52
split_gain=4.98755e-05 6.7705e-05 7.58781e-05 8.5701e-05 7.57652e-05 0.000109883 7.57661e-05 3.96434e-05
threshold=-0.49405499999999997 -0.24021999999999996 0.11951500000000001 0.092475000000000016 0.111945 -0.0016099999999999997 -0.10224499999999999 -0.0064899999999999992
decision_type=2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 5 7 -7 -3
right_child=1 2 -4 -5 -6 6 -8 -9
leaf_value=-0.00041411420714415782 -0.00042894164624646727 -2.8073255240963151e-05 -0.00041950711965718261 0.00065616756360183527 0.00049498879251625989 -0.00060329389966499319 4.4090459687277697e-05 0.00041086302646293257
leaf_weight=0.0010503686862634821 0.0010900486764983076 0.0013775281348371088 0.0010152846160587656 0.0011079479029960987 0.0013294535051752909 0.0015162249981825471 0.0012833154412713044 0.0018582675226214819
leaf_count=156 156 541 109 226 352 210 351 1020
internal_value=0 3.38674e-05 8.70381e-05 0.000147737 7.12497e-05 -2.20908e-05 -0.000306531 0.000224001
internal_weight=0 0.0105781 0.00948802 0.00847274 0.00736479 0.00603534 0.00279954 0.0032358
internal_count=3121 2965 2809 2700 2474 2122 561 1561
is_linear=0
shrinkage=0.00196078


Tree=5047
num_leaves=7
num_cat=0
split_feature=51 150 48 1 0 16
split_gain=1.92962e-05 3.88183e-05 4.57075e-05 7.90502e-05 5.85453e-05 6.56249e-05
threshold=0.087505000000000013 0.081835000000000019 0.085130000000000025 0.111945 -0.10224499999999999 -0.056919999999999991
decision_type=2 2 2 2 2 2
left_child=1 2 3 4 -1 -6
right_child=-2 -3 -4 -5 5 -7
leaf_value=-0.022273646202349642 -0.010427711835333373 0.018845744572854695 -0.018989288038930699 0.023084425513407048 0.017795418756534852 -0.0093451160063822546
leaf_weight=0.0012474371445459053 0.0015291649236258325 0.0011521481972575701 0.0011739377919420162 0.0014393550417296569 0.001619511134997188 0.0019802681982188822
leaf_count=214 435 332 283 266 808 783
internal_value=0 0.00176213 -0.000876145 0.00250626 -0.00360432 0.00286519
internal_weight=0 0.00861266 0.00746051 0.00628657 0.00484722 0.00359978
internal_count=3121 2686 2354 2071 1805 1591
is_linear=0
shrinkage=0.1


Tree=5048
num_leaves=9
num_cat=0
split_feature=43 40 48 51 0 3 2 15
split_gain=6.91581e-05 0.000106054 7.45935e-05 8.68366e-05 8.08173e-05 7.04655e-05 9.46258e-05 0.000118302
threshold=0.18116500000000002 -0.013874999999999998 0.11280000000000003 0.087505000000000013 -0.17169499999999996 -0.10519499999999998 0.091545000000000015 -0.024814999999999997
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 -6 7 -7
right_child=-2 2 -4 -5 5 6 -8 -9
leaf_value=0.00060004868387218007 -0.00050407537522749121 0.00055760806944582086 -0.00048833772708799001 -0.00048828352591255737 0.00031576398065252375 -0.00040186327615248014 -0.00056858015801338575 0.00041890618432625113
leaf_weight=0.0011359621553941835 0.0010063791435517147 0.0012722453849330906 0.0012114460282999897 0.0010755749294366441 0.0019974132981635797 0.0011704121595520107 0.0013071781890669392 0.0015956153337433434
leaf_count=310 208 109 100 310 302 364 527 891
internal_value=0 3.34214e-05 -3.34192e-05 3.20453e-05 0.000108263 1.40913e-05 -0.000133843 7.16072e-05
internal_weight=0 0.0107658 0.00962989 0.00841844 0.00734286 0.00607062 0.00407321 0.00276603
internal_count=3121 2913 2603 2503 2193 2084 1782 1255
is_linear=0
shrinkage=0.00196078


Tree=5049
num_leaves=8
num_cat=0
split_feature=131 51 150 160 15 12 12
split_gain=1.91501e-05 3.25424e-05 8.23553e-05 5.41607e-05 9.08284e-05 8.33179e-05 3.36614e-05
threshold=0.084390000000000007 0.08955500000000001 0.081835000000000019 -0.027994999999999996 -0.036009999999999993 0.092355000000000007 0.086850000000000024
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 -1 -5 6 -6
right_child=-2 -3 -4 4 5 -7 -8
leaf_value=0.016930452853403232 -0.013104443564290288 -0.013440587914471209 0.029351915059355662 -0.023633114412530621 0.0044030923689112721 -0.018283600782928244 0.028102169765017705
leaf_weight=0.0014337061244011637 0.0010155302532050036 0.0012758456964125685 0.0010852232012755368 0.0017503211607244073 0.0014025082543536278 0.0011311768153941938 0.001046564389713441
leaf_count=447 492 359 289 506 384 336 308
internal_value=0 0.00137169 0.00377925 -0.000323483 -0.00496409 0.00416287 0.0145304
internal_weight=0 0.00912535 0.0078495 0.00676428 0.00533057 0.00358025 0.00244907
internal_count=3121 2629 2270 1981 1534 1028 692
is_linear=0
shrinkage=0.1


Tree=5050
num_leaves=7
num_cat=0
split_feature=4 42 49 0 52 160
split_gain=2.02492e-05 2.94107e-05 4.5509e-05 6.96921e-05 5.60715e-05 4.34253e-05
threshold=0.27287000000000006 0.092395000000000019 -0.00064499999999999985 -0.10011499999999998 0.083680000000000018 0.079055000000000014
decision_type=2 2 2 2 2 2
left_child=1 2 5 -4 -5 -1
right_child=-2 -3 3 4 -6 -7
leaf_value=-0.024632101726187725 0.010582382806024311 -0.015948429425305225 0.022003719171674829 -0.016315569165037049 0.0098911871730759156 0.0028637529851499727
leaf_weight=0.0011718109756892357 0.0015167708143159547 0.0012777199482428359 0.0017408104071885383 0.0015789883921374826 0.0016905109272967733 0.0011266431125935075
leaf_count=341 352 535 247 844 624 178
internal_value=0 -0.00195097 0.000496066 0.00584063 -0.00276524 -0.0111543
internal_weight=0 0.00858648 0.00730876 0.00501031 0.0032695 0.00229845
internal_count=3121 2769 2234 1715 1468 519
is_linear=0
shrinkage=0.1


Tree=5051
num_leaves=7
num_cat=0
split_feature=1 0 15 15 16 0
split_gain=1.6509e-05 4.20596e-05 3.36781e-05 7.46799e-05 7.3318e-05 9.13147e-05
threshold=0.077565000000000009 0.024095000000000002 0.035560000000000008 -0.016799999999999995 -0.056919999999999991 -0.20211999999999997
decision_type=2 2 2 2 2 2
left_child=1 -1 3 4 5 -2
right_child=2 -3 -4 -5 -6 -7
leaf_value=-0.016018418878253043 -0.010712164440323432 0.0065168728647920313 -0.013166884853718405 0.030393076530332849 -0.017325485500306343 0.024187852256607689
leaf_weight=0.0018280471123468265 0.0012993540528686281 0.0015142450846559741 0.0011058021140695285 0.001020927294864628 0.0015374955445335162 0.0017722687467203464
leaf_count=1553 99 83 400 257 331 398
internal_value=0 -0.00580867 0.00278803 0.00592175 0.000501316 0.00942449
internal_weight=0 0.00334229 0.00673585 0.00563005 0.00460912 0.00307162
internal_count=3121 1636 1485 1085 828 497
is_linear=0
shrinkage=0.1


Tree=5052
num_leaves=8
num_cat=0
split_feature=484 160 49 16 16 0 1
split_gain=1.63481e-05 3.0806e-05 4.98292e-05 4.50529e-05 9.66992e-05 9.37059e-05 8.06946e-05
threshold=0.084040000000000017 -1.0000000180025095e-35 -0.081404999999999991 0.38525000000000004 -0.056919999999999991 -0.11756999999999999 0.08844500000000001
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 -4 -7
right_child=-2 2 3 -5 -6 6 -8
leaf_value=-0.016206864349581476 0.011557555354252378 0.019414635486544013 -0.015903798849727587 0.016605790982421723 -0.027451300140926383 -0.0044500301177984548 0.033207140259137818
leaf_weight=0.0012227580735640316 0.00108173987421683 0.0012208677522109251 0.0016709926108442776 0.001028906260631548 0.0015401161295123325 0.0010868810404114455 0.001194378961513743
leaf_count=632 368 173 219 260 437 702 330
internal_value=0 -0.00145642 0.0008732 -0.002598 -0.00619552 0.00208745 0.0152658
internal_weight=0 0.0089649 0.00774214 0.00652128 0.00549237 0.00395225 0.00228126
internal_count=3121 2753 2121 1948 1688 1251 1032
is_linear=0
shrinkage=0.1


Tree=5053
num_leaves=8
num_cat=0
split_feature=2 12 3 15 3 43 15
split_gain=1.7279e-05 4.2065e-05 7.11256e-05 5.58914e-05 4.19096e-05 3.41879e-05 3.22283e-05
threshold=0.088225000000000012 0.092355000000000007 -0.0096849999999999974 -0.074054999999999996 -0.078934999999999991 -0.077044999999999988 -0.055554999999999993
decision_type=2 2 2 2 2 2 2
left_child=4 2 5 -4 -1 -2 -6
right_child=1 -3 3 -5 6 -7 -8
leaf_value=-0.017848594948693678 0.0092468446321588189 -0.011796590681587093 0.0087679664193372892 -0.020327843273680559 -0.0091304505524440662 0.034867484889023581 0.015354953277142933
leaf_weight=0.0015735196123227192 0.0010846460135400418 0.0014482755102881674 0.001640017893868325 0.0011050775668959268 0.0010322667516143853 0.0010019339390302134 0.001121659803831426
leaf_count=1038 337 619 232 176 243 242 234
internal_value=0 0.00315218 0.00763301 -0.00294497 -0.00544264 0.0215494 0.00362035
internal_weight=0 0.00627995 0.00483168 0.0027451 0.00372745 0.00208658 0.00215393
internal_count=3121 1606 987 408 1515 579 477
is_linear=0
shrinkage=0.1


Tree=5054
num_leaves=8
num_cat=0
split_feature=42 403 42 160 0 15 2
split_gain=5.36069e-05 5.2949e-05 8.62088e-05 7.96786e-05 6.03296e-05 0.000109538 8.21325e-05
threshold=0.10194000000000002 0.03138500000000001 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.18113999999999997 -0.013969999999999998 0.10402500000000002
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 -4 -5 -6 -7
right_child=-2 -3 3 4 5 6 -8
leaf_value=-0.00047353794520928481 -0.00043745598528211594 0.00043182225788398728 -0.00028686778604830739 -0.0001395213871598557 0.00064979335025421112 0.00031713387692254119 -0.00040141884212230094
leaf_weight=0.0013388106122509706 0.001007445830827204 0.0011565965662470217 0.0019032463180129458 0.0017202219673261307 0.0018952711851060377 0.0015141406421731408 0.0010260058834649088
leaf_count=683 355 326 704 121 478 331 123
internal_value=0 3.59418e-05 -1.27801e-05 6.37649e-05 0.000172176 0.000293064 2.68989e-05
internal_weight=0 0.0105543 0.0093977 0.00805889 0.00615564 0.00443542 0.00254015
internal_count=3121 2766 2440 1757 1053 932 454
is_linear=0
shrinkage=0.00196078


Tree=5055
num_leaves=9
num_cat=0
split_feature=15 15 43 16 3 3 0 0
split_gain=5.00982e-05 7.75962e-05 5.8403e-05 6.69223e-05 7.02048e-05 6.97566e-05 5.22144e-05 8.34946e-05
threshold=-0.24436499999999997 -0.11713499999999999 -0.17390999999999998 0.22339500000000004 0.090900000000000009 -0.116045 -0.083914999999999976 -0.10224499999999999
decision_type=2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 5 -4 7 -7
right_child=1 2 3 -5 -6 6 -8 -9
leaf_value=0.00040204132879439227 -0.00056300864047368704 0.00034438863460690039 0.00033785403524394996 -0.0004415906784530837 0.00033836116499422604 -0.00045279772330070292 -0.00059703943520332287 0.00027038211547022859
leaf_weight=0.0010497204685626328 0.0010134404162528117 0.0016401839128588952 0.0010406220482447365 0.0014581511483802104 0.0019164350171720079 0.0011943837655490784 0.0010884278457877878 0.0012627093136216407
leaf_count=253 231 184 132 385 182 162 888 704
internal_value=0 -4.69958e-05 7.4728e-06 -6.19434e-05 2.31894e-05 -0.000108513 -0.000239523 -8.11529e-05
internal_weight=0 0.0106144 0.00960091 0.00796073 0.00650258 0.00458614 0.00354552 0.00245709
internal_count=3121 2868 2637 2453 2068 1886 1754 866
is_linear=0
shrinkage=0.00196078


Tree=5056
num_leaves=9
num_cat=0
split_feature=474 160 133 16 43 0 1 4
split_gain=7.85419e-05 7.58011e-05 0.000111648 6.28815e-05 8.42246e-05 8.80646e-05 0.000173547 7.71181e-05
threshold=0.084660000000000027 -1.0000000180025095e-35 -1.0000000180025095e-35 0.38525000000000004 -0.09225499999999999 -0.20211999999999997 0.099660000000000012 -0.0078799999999999981
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 -4 -6 7 -7
right_child=-2 2 3 -5 5 6 -8 -9
leaf_value=-0.00044136879757473497 0.00049972911399950599 -0.00051405324058108944 -0.00037438233362210421 0.00049080483468423412 -0.00024039575693276545 0.00038729648676251091 0.00094886883064460232 -0.00030681227413993526
leaf_weight=0.0017535793921534754 0.0010266249480612019 0.0013763697997402373 0.001624227862943731 0.0012689750918669961 0.001635087066149012 0.0011579400245940652 0.0011199095088025969 0.0013134684556265546
leaf_count=736 344 707 287 200 98 312 272 165
internal_value=0 -6.68212e-05 2.34485e-06 8.98804e-05 1.56153e-05 0.000136816 0.000308557 1.84016e-05
internal_weight=0 0.0112496 0.00949598 0.00811961 0.00685063 0.00522641 0.00359132 0.00247141
internal_count=3121 2777 2041 1334 1134 847 749 477
is_linear=0
shrinkage=0.00196078


Tree=5057
num_leaves=8
num_cat=0
split_feature=4 151 43 13 52 16 4
split_gain=1.76408e-05 3.40214e-05 3.40356e-05 5.70546e-05 4.90757e-05 4.64629e-05 4.87338e-05
threshold=0.27287000000000006 -0.024429999999999997 -0.074359999999999996 0.18141000000000002 -0.080114999999999978 -0.092484999999999984 -0.077834999999999988
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 -3 -4 -6 -7
right_child=-2 2 4 -5 5 6 -8
leaf_value=0.012639968930846044 0.0098693837446549651 0.016449371508898494 -0.029250280085312327 -0.014055496608997006 -0.018502255948167321 -0.010965948724576915 0.018852477224771017
leaf_weight=0.0013657493902565808 0.0015178563450020761 0.0015802859417983796 0.0010063894186946041 0.0010018244735766225 0.0014014661650109074 0.0010369581813915712 0.0011626268035700204
leaf_count=451 352 704 301 112 280 513 408
internal_value=0 -0.00182854 -0.00457702 0.00461389 -0.00972781 -0.00427184 0.00479507
internal_weight=0 0.0085553 0.00718955 0.00258211 0.00460744 0.00360105 0.00219958
internal_count=3121 2769 2318 816 1502 1201 921
is_linear=0
shrinkage=0.1


Tree=5058
num_leaves=8
num_cat=0
split_feature=131 13 47 51 1 2 2
split_gain=1.9126e-05 3.10486e-05 5.00324e-05 9.08151e-05 0.000101025 3.68012e-05 3.2761e-05
threshold=0.084390000000000007 -0.23438999999999996 0.10621500000000002 0.087505000000000013 0.10557500000000002 0.097385000000000013 0.088225000000000012
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 4 5 6 -3
right_child=-2 2 -4 -5 -6 -7 -8
leaf_value=0.016663884792409215 -0.013129140122817157 -0.0036901697596064204 -0.020281440056174854 -0.024252111770589387 0.03202155996956587 -0.015876825163639207 0.016305579147707687
leaf_weight=0.0011609280447025258 0.0010075225175926678 0.0017950386919951464 0.001134636471972446 0.0010736519987372259 0.0012932471943933764 0.0010733784815186637 0.0015074872786193445
leaf_count=138 492 916 125 304 261 431 454
internal_value=0 0.00139645 -0.000853575 0.00241562 0.00746609 0.000209011 0.00543719
internal_weight=0 0.00903837 0.00787744 0.0067428 0.00566915 0.0043759 0.00330253
internal_count=3121 2629 2491 2366 2062 1801 1370
is_linear=0
shrinkage=0.1


Tree=5059
num_leaves=9
num_cat=0
split_feature=42 47 2 16 4 1 52 0
split_gain=5.68429e-05 6.10939e-05 7.07641e-05 0.000135056 0.000100169 6.02928e-05 0.000112621 7.94674e-05
threshold=0.10256000000000001 0.11069000000000002 0.089775000000000008 -0.088394999999999987 -0.077679999999999985 0.11181500000000001 0.016565000000000003 -0.17169499999999996
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -5 6 7 -4
right_child=-2 -3 5 4 -6 -7 -8 -9
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leaf_weight=0.0011689976035777327 0.0010094185607868065 0.0012457952589409538 0.0010739340086274318 0.0010492878583402386 0.0015658767437216423 0.0013316148284644854 0.0017441337391233707 0.0017375659349170181
leaf_count=416 346 148 68 483 581 190 352 537
internal_value=0 3.40081e-05 -1.86362e-05 -0.000227837 1.98252e-05 0.000115832 0.000223113 0.000465933
internal_weight=0 0.0109172 0.00967141 0.00378416 0.00261516 0.00588725 0.00455563 0.0028115
internal_count=3121 2775 2627 1480 1064 1147 957 605
is_linear=0
shrinkage=0.00196078


Tree=5060
num_leaves=8
num_cat=0
split_feature=1 42 2 13 13 0 4
split_gain=1.68227e-05 4.30179e-05 3.72219e-05 3.47223e-05 3.31632e-05 4.89491e-05 5.78923e-05
threshold=0.12500000000000003 0.092395000000000019 0.099185000000000009 -0.08971999999999998 -0.033284999999999988 -0.077809999999999976 0.0061450000000000003
decision_type=2 2 2 2 2 2 2
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right_child=-2 -3 3 -5 5 -7 -8
leaf_value=-0.01652513138184105 0.010466464696174451 -0.018586546755587807 0.025188337693265641 0.0019915171701875927 -0.024226258332457107 0.019393426381074427 0.0088086295072000026
leaf_weight=0.0014892072261800818 0.0013188847577041722 0.0012798560250301266 0.0010108078508560669 0.0017844611292904249 0.0010242087787334479 0.0010362645554586099 0.0011004780210938482
leaf_count=880 279 557 89 463 533 214 106
internal_value=0 -0.001651 0.00126019 0.0103798 -0.00422172 0.00157474 -0.00711589
internal_weight=0 0.00872528 0.00744543 0.00279527 0.00465016 0.00316095 0.00212469
internal_count=3121 2842 2285 552 1733 853 639
is_linear=0
shrinkage=0.1


Tree=5061
num_leaves=7
num_cat=0
split_feature=42 49 42 52 12 3
split_gain=1.75793e-05 2.46041e-05 5.10477e-05 3.19839e-05 4.68189e-05 0.000104353
threshold=-1.0000000180025095e-35 -0.047584999999999995 0.091545000000000015 -0.0064899999999999992 0.088365000000000013 0.095270000000000007
decision_type=2 2 2 2 2 2
left_child=-1 -2 3 -3 5 -5
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leaf_value=-0.0093905673888021492 0.011989793909555768 -0.0082482299740128887 -0.018711820369310954 0.036017461264834565 -0.0068559444235331479 -0.0068888076075460276
leaf_weight=0.0016787756345090664 0.0018524279902787594 0.0016226290841925561 0.0013100315554816942 0.0012900994488864491 0.0012532862778470823 0.0010110963593278881
leaf_count=862 360 596 620 368 173 142
internal_value=0 0.00182524 -0.00107728 0.00338501 0.00869561 0.0171654
internal_weight=0 0.00833957 0.00648714 0.00517711 0.00355448 0.0023012
internal_count=3121 2259 1899 1279 683 510
is_linear=0
shrinkage=0.1


Tree=5062
num_leaves=9
num_cat=0
split_feature=4 0 1 2 3 16 52 52
split_gain=4.25907e-05 7.39883e-05 4.80249e-05 5.2249e-05 0.000140784 5.60348e-05 3.22345e-05 2.7299e-05
threshold=-0.49405499999999997 1.0000000180025095e-35 0.077565000000000009 1.0000000180025095e-35 0.013900000000000001 -0.056919999999999991 -0.0064899999999999992 0.048770000000000008
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 7 5 -5 -4 -6 -2
right_child=1 -3 3 4 6 -7 -8 -9
leaf_value=-0.00038380404884122481 -0.00052184631810153574 0.00048669137422170059 8.3684631302125885e-05 0.00077729135242516191 -0.00021902844304672544 -0.00047651793909935593 0.00017941470985538587 -6.5460110784013595e-05
leaf_weight=0.0010403456019007678 0.0010151060385585322 0.0012159683946089466 0.0015740838210772804 0.0011313344800968428 0.0016434444549564553 0.0012174075659726934 0.0014869211198940274 0.0010005833268426391
leaf_count=156 789 186 349 270 151 300 158 762
internal_value=0 3.25114e-05 -2.83857e-05 4.78934e-05 0.000184478 -0.000160627 -2.97683e-05 -0.000295297
internal_weight=0 0.0102848 0.00906888 0.00705319 0.0042617 0.00279149 0.00313037 0.00201569
internal_count=3121 2965 2779 1228 579 649 309 1551
is_linear=0
shrinkage=0.00196078


Tree=5063
num_leaves=9
num_cat=0
split_feature=43 40 3 15 4 15 151 2
split_gain=5.00642e-05 8.53906e-05 4.73469e-05 6.58073e-05 8.38269e-05 0.000165336 8.32226e-05 0.000151933
threshold=0.16180500000000003 -0.013874999999999998 0.12745000000000004 0.090615000000000015 -0.084369999999999987 -0.0063699999999999989 -0.044604999999999992 0.090675000000000019
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 6 -6 -8
right_child=-2 2 -4 -5 5 -7 7 -9
leaf_value=0.00055316977065072818 -0.00041934110704543192 -0.0003085027912763861 -0.00039968866288076377 -0.00044009205820118774 -0.00044748028479740755 0.00076700431289132391 -0.0001674169614203165 0.00075650290462027587
leaf_weight=0.0010959011398101815 0.0010216945291226876 0.0015563570296536081 0.0011407834436408014 0.0010150662465983921 0.0011395573373312396 0.001482412769852076 0.0018350333873335049 0.0010912093921983186
leaf_count=309 218 474 160 472 316 371 429 372
internal_value=0 3.56085e-05 -2.5641e-05 2.69115e-05 9.36347e-05 0.00020644 2.05566e-06 0.000177117
internal_weight=0 0.0103563 0.00926042 0.00811964 0.00710457 0.00554821 0.0040658 0.00292624
internal_count=3121 2903 2594 2434 1962 1488 1117 801
is_linear=0
shrinkage=0.00196078


Tree=5064
num_leaves=9
num_cat=0
split_feature=15 151 43 13 43 16 16 0
split_gain=4.1035e-05 4.11129e-05 5.89073e-05 7.8958e-05 5.53095e-05 9.5381e-05 9.58993e-05 3.12531e-05
threshold=-0.24436499999999997 -0.086944999999999981 -0.084004999999999982 0.19762500000000002 0.016310000000000002 -0.056919999999999991 -0.088394999999999987 0.034820000000000011
decision_type=2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 5 6 -4 -6
right_child=1 2 4 -5 7 -7 -8 -9
leaf_value=0.00036956903975250791 0.00032777658350641338 0.0004249179394297513 -0.00033726879708570955 -0.00026209805439847221 -0.00015103210519737994 -0.00064366283804831947 0.0004132418828240914 0.00033635327047083422
leaf_weight=0.0010329088415255904 0.0010515949818733364 0.0016830348397587052 0.0018514520544186163 0.001040965588472555 0.0010154265202903371 0.0018442235050959294 0.0010125701956210081 0.0010079357875016856
leaf_count=253 248 480 414 112 388 785 407 34
internal_value=0 -4.001e-05 -8.0913e-05 0.000162378 -0.000179363 -0.000295876 -7.1927e-05 9.17584e-05
internal_weight=0 0.0105072 0.00945561 0.002724 0.00673161 0.00470825 0.00286402 0.00202336
internal_count=3121 2868 2620 592 2028 1606 821 422
is_linear=0
shrinkage=0.00196078


Tree=5065
num_leaves=9
num_cat=0
split_feature=43 52 52 42 1 3 1 3
split_gain=5.1467e-05 8.83353e-05 0.000123754 5.26866e-05 9.63947e-05 6.07418e-05 7.80135e-05 0.000109181
threshold=0.16180500000000003 0.15915500000000002 0.10024500000000001 0.091295000000000015 1.0000000180025095e-35 -0.087784999999999988 0.11181500000000001 0.090900000000000009
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 -6 7 -7
right_child=-2 -3 -4 -5 5 6 -8 -9
leaf_value=-0.00050609490601717633 -0.00041988334943481807 -0.00051057752086282185 0.00068252033693791435 0.00036423245658078753 0.00045125098494978297 -0.00016292894424761788 -0.00041693798971106835 0.00060751027360278259
leaf_weight=0.0014652032366519879 0.001051108737215852 0.0010315501893339097 0.0011993596380966863 0.0013524517164769803 0.0011930502310926357 0.0018272759292601278 0.0014682341960066316 0.0011536628094329648
leaf_count=954 218 344 220 452 264 323 217 129
internal_value=0 3.48266e-05 9.30726e-05 9.50643e-06 -5.79934e-05 5.83721e-05 -4.69788e-05 0.000135241
internal_weight=0 0.0106908 0.00965924 0.00845988 0.00710743 0.00564222 0.00444917 0.00298094
internal_count=3121 2903 2559 2339 1887 933 669 452
is_linear=0
shrinkage=0.00196078


Tree=5066
num_leaves=9
num_cat=0
split_feature=157 160 133 151 47 42 2 0
split_gain=1.70819e-05 4.69314e-05 6.53701e-05 4.83245e-05 5.40429e-05 8.7401e-05 0.000113455 4.25113e-06
threshold=-0.072409999999999988 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.0083949999999999979 0.09550500000000002 0.083995000000000014 0.090425000000000019 -0.06563999999999999
decision_type=2 2 2 2 2 2 2 2
left_child=-1 -2 -3 -4 5 6 -5 -8
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leaf_value=0.012084827769755717 -0.018802103710817593 -0.020706418601228755 -0.012900810951002623 -0.032307700494084872 0.027123598713241805 0.02807097011618654 0.013329789488726665 0.0041275467200394891
leaf_weight=0.001039108287186989 0.0013300901417466387 0.0011284240453793663 0.0011903251993151745 0.001012570624812725 0.0013001906971728547 0.001085231840552957 0.0010079501475128642 0.0010001400277676565
leaf_count=423 677 711 269 238 120 386 168 129
internal_value=0 -0.00145234 0.001535 0.00533976 0.00935602 0.00372966 -0.00501544 0.00874656
internal_weight=0 0.00905492 0.00772483 0.00659641 0.00540608 0.00410589 0.00302066 0.00200809
internal_count=3121 2698 2021 1310 1041 921 535 297
is_linear=0
shrinkage=0.1


Tree=5067
num_leaves=7
num_cat=0
split_feature=4 16 2 48 4 16
split_gain=1.56099e-05 3.52813e-05 4.6576e-05 5.15428e-05 5.28897e-05 4.9375e-05
threshold=0.27287000000000006 -0.36241499999999999 0.10981000000000002 0.083985000000000018 -0.084369999999999987 -0.078844999999999985
decision_type=2 2 2 2 2 2
left_child=1 -1 3 4 -3 -6
right_child=-2 2 -4 -5 5 -7
leaf_value=-0.018442700689645593 0.0093212897751120145 -0.023078190191916065 0.016880301469357085 0.014132928103867314 0.014514272093328879 -0.011141368519030748
leaf_weight=0.0010980991923439081 0.0015095242434097983 0.0015651904422405143 0.0014443266014033196 0.0013435508384509413 0.0012802868281302617 0.0018115510489252126
leaf_count=139 352 498 370 382 477 903
internal_value=0 -0.00170964 0.000758436 -0.00312206 -0.00810012 -0.000517727
internal_weight=0 0.008543 0.00744491 0.00600058 0.00465703 0.00309184
internal_count=3121 2769 2630 2260 1878 1380
is_linear=0
shrinkage=0.1


Tree=5068
num_leaves=8
num_cat=0
split_feature=48 48 1 4 15 4 43
split_gain=3.87837e-05 7.68945e-05 6.15227e-05 7.93338e-05 6.98793e-05 4.65307e-05 4.078e-05
threshold=0.11951500000000001 0.092475000000000016 0.111945 -1.0000000180025095e-35 -0.095869999999999983 -0.059649999999999988 -0.0030899999999999994
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 5 -5 6 -1
right_child=-2 -3 -4 4 -6 -7 -8
leaf_value=0.00014670843155095847 -0.0003707426811917429 0.00048290952165869607 0.00027144435194911452 -0.0007506207425304653 -0.00010923575143867202 0.00039092812433816202 -0.00028005057098828585
leaf_weight=0.0016700795745715337 0.0010336446518752077 0.001253794373786604 0.0019785091941513329 0.0011551758616947813 0.00150258217668665 0.0010936183203160725 0.0017767272600716041
leaf_count=721 114 251 374 180 364 633 484
internal_value=0 2.74443e-05 -3.47851e-05 -0.000118956 -0.000388009 3.85355e-05 -7.32732e-05
internal_weight=0 0.0104305 0.00917669 0.00719818 0.00265776 0.00454043 0.00344681
internal_count=3121 3007 2756 2382 544 1838 1205
is_linear=0
shrinkage=0.00196078


Tree=5069
num_leaves=9
num_cat=0
split_feature=48 48 1 4 4 15 42 12
split_gain=6.39839e-05 9.17652e-05 5.24206e-05 8.84345e-05 5.37241e-05 8.00131e-05 5.78915e-05 5.66981e-05
threshold=0.11951500000000001 0.092475000000000016 0.111945 0.11275500000000001 -1.0000000180025095e-35 -0.095869999999999983 0.086325000000000013 0.084100000000000022
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 4 -4 6 -6 7 -1
right_child=-2 -3 3 -5 5 -7 -8 -9
leaf_value=0.00043048837019956081 -0.00047094261948907654 0.00053396457871235012 -0.0001589271710725554 0.00065993057492128688 -0.00072377724402148281 -3.3528191649320242e-05 -0.00034778577704147601 -8.4834879475716342e-05
leaf_weight=0.0015379990287390801 0.0010421869539361797 0.0012634986065831961 0.0010193921359834817 0.0010089246302363434 0.0011356959603815088 0.0014964068522975149 0.0011981261125956202 0.0017604367791410201
leaf_count=337 114 251 124 250 180 364 690 811
internal_value=0 3.86129e-05 -2.97367e-05 0.000248389 -0.000108872 -0.000331356 2.13614e-05 0.000155451
internal_weight=0 0.0104205 0.00915698 0.00202832 0.00712866 0.0026321 0.00449656 0.00329844
internal_count=3121 3007 2756 374 2382 544 1838 1148
is_linear=0
shrinkage=0.00196078


Tree=5070
num_leaves=8
num_cat=0
split_feature=48 48 1 4 15 1 4
split_gain=4.05632e-05 8.99055e-05 5.67624e-05 7.10948e-05 6.14701e-05 5.28149e-05 7.02694e-05
threshold=0.11951500000000001 0.092475000000000016 0.111945 -0.0016099999999999997 -0.055554999999999993 0.086105000000000015 -0.15764999999999998
decision_type=2 2 2 2 2 2 2
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right_child=-2 -3 -4 4 -6 -7 -8
leaf_value=0.00013802756255394959 -0.0003839050315821479 0.0005182279085404304 0.00025331432434935882 -0.00065476935619547148 -6.5340876918293671e-05 0.00033138138081487676 -0.00047749283832247376
leaf_weight=0.0016877487831937902 0.0010160897172290925 0.0012568228991048829 0.0019715154745240668 0.0014157704494484043 0.001309341182136575 0.0014919011852921704 0.0012347903679052403
leaf_count=105 114 251 374 383 194 546 1154
internal_value=0 2.66127e-05 -4.1203e-05 -0.000122531 -0.000371565 3.12023e-05 -0.000122034
internal_weight=0 0.0103679 0.00911107 0.00713955 0.00272511 0.00441444 0.00292254
internal_count=3121 3007 2756 2382 577 1805 1259
is_linear=0
shrinkage=0.00196078


Tree=5071
num_leaves=8
num_cat=0
split_feature=11 3 3 43 13 0 48
split_gain=6.09998e-05 6.46667e-05 5.23477e-05 5.15887e-05 4.72581e-05 5.49704e-05 6.87131e-05
threshold=0.080455000000000013 -0.10519499999999998 -0.078934999999999991 -0.061959999999999994 -0.095304999999999987 -0.10151999999999999 0.086035000000000014
decision_type=2 2 2 2 2 2 2
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right_child=-2 2 3 4 5 -7 -8
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leaf_weight=0.0017793752088547049 0.001005601785139921 0.0015847711826046688 0.0016440690271913297 0.0017440336207117458 0.0018705888076394383 0.0010112260360426797 0.0011667081068956753
leaf_count=230 189 1329 505 214 156 426 72
internal_value=0 3.95425e-05 -2.78388e-05 4.11116e-05 -4.58934e-05 -0.000162135 -3.03013e-05
internal_weight=0 0.0108008 0.0090214 0.00743663 0.00579256 0.00404852 0.0030373
internal_count=3121 2932 2702 1373 868 654 228
is_linear=0
shrinkage=0.00196078


Tree=5072
num_leaves=9
num_cat=0
split_feature=131 160 49 47 42 52 52 12
split_gain=1.48371e-05 2.7157e-05 4.27529e-05 4.66674e-05 6.53411e-05 4.31141e-05 4.93875e-05 9.03669e-05
threshold=0.084390000000000007 -0.085579999999999976 0.065470000000000014 0.092530000000000015 0.091295000000000015 -0.081429999999999989 -1.0000000180025095e-35 0.089795000000000014
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 -3 -7 -8
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leaf_weight=0.0010632974300488094 0.0010147133656937856 0.0012287375352623489 0.0010043954607168934 0.0011941034602491818 0.0011043069139284002 0.0010044696771214492 0.0014343285598481257 0.0010831252551975149
leaf_count=465 492 373 444 116 376 185 449 221
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internal_weight=0 0.00911676 0.00805347 0.00704907 0.00585497 0.00475066 0.00352192 0.00251745
internal_count=3121 2629 2164 1720 1604 1228 855 670
is_linear=0
shrinkage=0.1


Tree=5073
num_leaves=9
num_cat=0
split_feature=48 0 3 3 0 42 1 0
split_gain=5.76519e-05 8.02814e-05 4.91516e-05 4.94384e-05 5.79336e-05 5.43047e-05 5.38963e-05 0.000107842
threshold=0.11951500000000001 -0.17169499999999996 0.13524500000000003 0.076840000000000006 -0.060129999999999996 0.075730000000000006 0.083135000000000014 -0.10151999999999999
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 3 4 6 -6 -3 -8
right_child=-2 2 -4 -5 5 -7 7 -9
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leaf_weight=0.0017921284633525296 0.0010053250793093807 0.0015634353808086083 0.0010660752477845148 0.001018374195053684 0.0011805981582396442 0.0011386051589625697 0.0012661265593260484 0.0011400531043618974
leaf_count=165 114 1469 143 96 229 197 136 572
internal_value=0 3.24962e-05 -4.81181e-05 -0.000105499 -4.05976e-05 0.000205618 -0.000184446 -2.79684e-07
internal_weight=0 0.0101654 0.00837327 0.00730719 0.00628882 0.0023192 0.00396962 0.00240618
internal_count=3121 3007 2842 2699 2603 426 2177 708
is_linear=0
shrinkage=0.00196078


Tree=5074
num_leaves=10
num_cat=0
split_feature=48 48 1 4 42 2 1 0 15
split_gain=5.33955e-05 0.000101899 6.00726e-05 5.43951e-05 5.06121e-05 5.88923e-05 0.000107648 4.95272e-05 2.8662e-05
threshold=0.11951500000000001 0.092475000000000016 0.111945 -0.0016099999999999997 0.086325000000000013 0.098260000000000014 0.085110000000000005 -0.10224499999999999 -0.052074999999999989
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 -1 -5 -4
right_child=-2 -3 8 7 -6 -7 -8 -9 -10
leaf_value=-0.00046512941197741952 -0.00043783425865331259 0.00054777412954416294 0.0004951394171706212 -0.00057762543767262092 -0.0003309782070206825 0.0004992262720992359 0.00041597747737876769 -4.5844776611365443e-05 2.6550421421003554e-05
leaf_weight=0.001141423432141745 0.0010101592011923606 0.0013012172107239933 0.0010071421312923385 0.0015093034459195687 0.0012149706257199517 0.0011326268665268497 0.0010002732258198562 0.0012157115415468234 0.0010003189455082564
leaf_count=684 114 251 282 214 680 222 219 363 92
internal_value=0 3.41112e-05 -3.83681e-05 -0.000121849 1.08012e-05 0.000137622 -5.3611e-05 -0.000340382 0.000261641
internal_weight=0 0.010523 0.00922177 0.00721431 0.00448929 0.00327432 0.0021417 0.00272501 0.00200746
internal_count=3121 3007 2756 2382 1805 1125 903 577 374
is_linear=0
shrinkage=0.00196078


Tree=5075
num_leaves=9
num_cat=0
split_feature=52 157 49 4 16 2 2 4
split_gain=2.10162e-05 2.87357e-05 5.17645e-05 5.87602e-05 5.65664e-05 4.74144e-05 9.19479e-05 5.21382e-05
threshold=0.15915500000000002 -0.06266999999999999 -0.081404999999999991 -0.082109999999999975 0.15891500000000003 0.11215000000000001 0.089775000000000008 0.076415000000000025
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 -4 6 7 -5
right_child=-2 2 3 5 -6 -7 -8 -9
leaf_value=0.017246627070005977 -0.013821255841284678 0.018783178591000871 0.025766082286546706 -0.030859957119856271 -0.0066524611982786697 -0.027577966116099452 0.01621466693791478 -0.00040325924423263639
leaf_weight=0.0010202568378359185 0.0010028478353312368 0.0011820567259483638 0.0010968411213136686 0.0012115754965610422 0.0010568397584185818 0.0011652153498436244 0.0013550667515391159 0.0010484766242312804
leaf_count=406 368 175 502 627 117 360 422 144
internal_value=0 0.00142893 -0.000559482 -0.00385687 0.00985787 -0.0100358 -0.0043816 -0.0167306
internal_weight=0 0.00913633 0.00811607 0.00693402 0.00215368 0.00478033 0.00361512 0.00226005
internal_count=3121 2753 2347 2172 619 1553 1193 771
is_linear=0
shrinkage=0.1


Tree=5076
num_leaves=7
num_cat=0
split_feature=52 3 42 49 2 2
split_gain=1.70576e-05 2.57005e-05 4.09366e-05 4.68648e-05 4.84591e-05 4.85238e-05
threshold=0.15915500000000002 -0.14477499999999996 0.091295000000000015 -0.054984999999999992 0.084245000000000014 0.099185000000000009
decision_type=2 2 2 2 2 2
left_child=1 -1 3 -3 -5 -6
right_child=-2 2 -4 4 5 -7
leaf_value=-0.012683106527298161 -0.012463029698651784 -0.0162256003312637 0.019220661148915685 0.017183565730133573 -0.017193976796572693 0.0073426615182173617
leaf_weight=0.001149945222942597 0.0010010274470368093 0.0013921267704307032 0.0013439398807660761 0.0018953165490306094 0.0013796188460769554 0.0019384076008778155
leaf_count=253 368 263 544 511 804 378
internal_value=0 0.00129006 0.00331138 7.4505e-05 0.00442715 -0.00285955
internal_weight=0 0.00909935 0.00794941 0.00660547 0.00521334 0.00331803
internal_count=3121 2753 2500 1956 1693 1182
is_linear=0
shrinkage=0.1


Tree=5077
num_leaves=10
num_cat=0
split_feature=133 13 48 4 150 0 43 4 15
split_gain=8.8193e-05 7.08439e-05 5.2887e-05 6.99397e-05 7.8025e-05 0.000125084 8.06374e-05 7.73682e-05 6.07854e-05
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decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 -3 7 -7 -8
right_child=-2 2 -4 -5 -6 6 8 -9 -10
leaf_value=0.00049066885716552919 -0.00056843900592589477 0.00058726720942524628 -0.00040634333293204362 0.00050401065558016952 -0.00050003429153653873 0.00057239530888659529 -0.00059959821035066854 -0.00011344673501002902 4.1124598473584449e-08
leaf_weight=0.0011823895821284408 0.001009192351849454 0.0013405732351750898 0.0011819981290435719 0.0010750047221837165 0.0011541063045766142 0.0010466228313854989 0.0014310908519530731 0.0015977294463833003 0.0011907376788254536
leaf_count=157 435 198 105 223 213 152 410 615 613
internal_value=0 3.67541e-05 -1.68207e-05 3.52869e-05 -2.9639e-05 5.25324e-05 -8.35911e-05 0.000158006 -0.000327264
internal_weight=0 0.0112003 0.0100179 0.00883587 0.00776086 0.00660675 0.00526618 0.00264435 0.00262183
internal_count=3121 2686 2529 2424 2201 1988 1790 767 1023
is_linear=0
shrinkage=0.00196078


Tree=5078
num_leaves=9
num_cat=0
split_feature=48 4 3 13 43 49 13 2
split_gain=9.66855e-05 0.000118689 7.28165e-05 7.65698e-05 9.34699e-05 7.19293e-05 7.48278e-05 0.000107337
threshold=0.12474000000000002 0.40473500000000007 0.10542000000000001 -0.017449999999999997 -0.074359999999999996 -0.069799999999999987 0.021350000000000004 0.088225000000000012
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 -5 7 -7
right_child=-2 -3 -4 5 -6 6 -8 -9
leaf_value=-2.2092697754209776e-05 -0.00058969450936785571 0.00062064609278087628 0.00031588569801549075 -0.00040534260944307429 -0.00071472490059226138 -4.7272408192818894e-06 -0.00013130389961795179 0.00087255638679542395
leaf_weight=0.0015499441446157191 0.0010099007691402777 0.0012216812569523028 0.0019251580986218699 0.0011001573107493647 0.0014497099705654537 0.0011376694875193166 0.0018211586862358462 0.0010142273963286625
leaf_count=674 102 284 137 131 795 373 392 233
internal_value=0 4.37179e-05 -2.67783e-05 -0.000108494 -0.000356837 3.83439e-05 0.000161203 0.000408752
internal_weight=0 0.0112197 0.00999803 0.00807287 0.00299965 0.00507321 0.00397306 0.0021519
internal_count=3121 3019 2735 2598 1469 1129 998 606
is_linear=0
shrinkage=0.00196078


Tree=5079
num_leaves=7
num_cat=0
split_feature=4 151 12 0 0 2
split_gain=1.74278e-05 3.28395e-05 3.36203e-05 7.29363e-05 4.74689e-05 3.62971e-05
threshold=0.27287000000000006 -0.024429999999999997 0.088305000000000008 -0.019414999999999998 -0.10151999999999999 0.088555000000000009
decision_type=2 2 2 2 2 2
left_child=1 -1 3 4 -3 -4
right_child=-2 2 5 -5 -6 -7
leaf_value=0.012326836022168294 0.009791504433912657 -0.0093986890644489549 0.014130438531461183 0.012519068002775842 -0.035944573946570045 -0.007032399985876717
leaf_weight=0.0013786307800167721 0.0015200746553216309 0.0019624337203914466 0.0015475094513481597 0.0010147460709000072 0.0010256995150598213 0.0017015768887087015
leaf_count=451 352 251 516 129 713 709
internal_value=0 -0.00182073 -0.00451025 -0.0106446 -0.0185108 0.00304726
internal_weight=0 0.0086306 0.00725197 0.00400288 0.00298813 0.00324909
internal_count=3121 2769 2318 1093 964 1225
is_linear=0
shrinkage=0.1


Tree=5080
num_leaves=9
num_cat=0
split_feature=48 0 1 4 0 4 2 1
split_gain=3.88895e-05 8.12955e-05 5.97704e-05 0.000111929 8.83345e-05 5.11319e-05 9.53853e-05 7.53056e-05
threshold=0.11951500000000001 -0.17169499999999996 0.111945 -0.0029599999999999995 -0.10224499999999999 -0.49405499999999997 0.09678500000000001 0.077565000000000009
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 3 5 -5 -3 7 -7
right_child=-2 2 -4 4 -6 6 -8 -9
leaf_value=0.00039575048794554009 -0.00037387484212876386 -0.00033658964865203843 0.00024637174522518197 -0.00092156303157744316 -0.00016471207005645737 -0.00040067001567725165 0.00063820786545454322 0.00031428144498823801
leaf_weight=0.0018707584427735792 0.0010332371546549384 0.0010288773729690004 0.0019734633727126454 0.0010098730019016799 0.0014358563044796872 0.0012103013900915025 0.0010952991978282153 0.0010646764070747668
leaf_count=165 114 146 384 167 441 962 293 449
internal_value=0 2.44913e-05 -5.4269e-05 -0.000140947 -0.000477226 4.60079e-05 0.000162807 -6.60769e-05
internal_weight=0 0.0106891 0.00881835 0.00684488 0.00244573 0.00439915 0.00337028 0.00227498
internal_count=3121 3007 2842 2458 608 1850 1704 1411
is_linear=0
shrinkage=0.00196078


Tree=5081
num_leaves=8
num_cat=0
split_feature=1 42 2 160 16 13 12
split_gain=1.58349e-05 4.12002e-05 3.20819e-05 6.40834e-05 6.9862e-05 5.80542e-05 4.50357e-05
threshold=0.12500000000000003 0.092395000000000019 0.089775000000000008 0.085045000000000023 -0.29154999999999992 -0.0039049999999999992 0.083370000000000014
decision_type=2 2 2 2 2 2 2
left_child=1 2 5 4 -4 -1 -6
right_child=-2 -3 3 -5 6 -7 -8
leaf_value=-0.024157627152526073 0.010092879292859472 -0.017984852552693827 0.020184728424075205 0.027910102842994319 0.0033625416919953626 0.0042148379882664339 -0.024879978902740629
leaf_weight=0.0011701035767277908 0.0013289680303935217 0.0013094993598520557 0.0011308690284603851 0.0010749799710017358 0.0011707940399924288 0.0018796840867080138 0.0010905045823935912
leaf_count=980 279 557 127 184 206 368 420
internal_value=0 -0.00161575 0.00123585 0.00663381 -0.000108663 -0.00667075 -0.0102573
internal_weight=0 0.00882643 0.00751694 0.00446715 0.00339217 0.00304979 0.0022613
internal_count=3121 2842 2285 937 753 1348 626
is_linear=0
shrinkage=0.1


Tree=5082
num_leaves=8
num_cat=0
split_feature=48 48 1 4 15 16 2
split_gain=4.26356e-05 8.52962e-05 5.98096e-05 6.55281e-05 6.44419e-05 4.61197e-05 5.92868e-05
threshold=0.11951500000000001 0.092475000000000016 0.111945 -1.0000000180025095e-35 -0.095869999999999983 -0.083134999999999987 0.09358000000000001
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 5 -5 -1 -7
right_child=-2 -3 -4 4 -6 6 -8
leaf_value=0.00029638619943485171 -0.00039238333496678342 0.0004968943777756943 0.00026002103937711673 -0.00070918214754743655 -9.8984339156905834e-05 -0.00041224402136505418 0.00013132179732582608
leaf_weight=0.0015386906994760211 0.0010349281782978609 0.0012912144870871342 0.0019985978572258575 0.0011799456229409843 0.0015259121927816612 0.0014287467298896796 0.0016769268637674844
leaf_count=472 114 251 374 180 364 944 422
internal_value=0 2.45026e-05 -4.07419e-05 -0.000122522 -0.000365074 1.87908e-05 -0.000118742
internal_weight=0 0.01064 0.00934882 0.00735022 0.00270586 0.00464436 0.00310567
internal_count=3121 3007 2756 2382 544 1838 1366
is_linear=0
shrinkage=0.00196078


Tree=5083
num_leaves=8
num_cat=0
split_feature=133 160 16 43 3 2 4
split_gain=1.72353e-05 4.09998e-05 3.79128e-05 5.95015e-05 6.43978e-05 6.82008e-05 4.36433e-05
threshold=-0.085499999999999979 -0.079874999999999988 0.38525000000000004 -0.092909999999999979 0.10893000000000001 0.099185000000000009 -0.0016099999999999997
decision_type=2 2 2 2 2 2 2
left_child=-1 -2 3 -3 5 6 -5
right_child=1 2 -4 4 -6 -7 -8
leaf_value=0.011181624796794271 -0.017039043823305358 -0.020054836256689162 0.018520013696444012 0.016972747653468078 -0.014886646858892006 0.031593957502771004 -0.0094011282792705389
leaf_weight=0.0011973543357958584 0.0014417940860692912 0.0013696484027303224 0.0011003784448205675 0.0010766007980826527 0.0013881433478484381 0.0010736712026209513 0.0015038990155510346
leaf_count=488 593 338 264 744 176 267 251
internal_value=0 -0.00159307 0.00137137 -0.00157157 0.00344906 0.0104144 0.00160222
internal_weight=0 0.00895414 0.00751234 0.00641196 0.00504231 0.00365417 0.0025805
internal_count=3121 2633 2040 1776 1438 1262 995
is_linear=0
shrinkage=0.1


Tree=5084
num_leaves=9
num_cat=0
split_feature=48 0 3 15 2 43 3 1
split_gain=6.31209e-05 8.81112e-05 7.00773e-05 7.6505e-05 7.22181e-05 5.58536e-05 5.01294e-05 3.10672e-05
threshold=0.11951500000000001 -0.17169499999999996 0.13524500000000003 -0.11033999999999998 0.10097500000000002 -0.17390999999999998 -0.078934999999999991 0.089105000000000018
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 5 -5 -7 -8
right_child=-2 2 -4 4 -6 6 7 -9
leaf_value=0.00042811209821641544 -0.00047113981582928935 -0.00061700797166375275 0.00042080872524330963 0.00044464701526820256 -0.00042864344879933703 -0.00028468485936954899 0.00041003383927904461 -6.1275891519793033e-05
leaf_weight=0.0018262614885077169 0.0010332826277022452 0.0010037810922385662 0.0010810245946766108 0.0011907563312810437 0.0014090914428888657 0.0017702785397812593 0.0010154974259794247 0.0011428591473673757
leaf_count=165 114 338 143 128 457 1244 258 274
internal_value=0 3.69043e-05 -4.60429e-05 -0.000113045 -3.55587e-05 7.26362e-05 -4.0119e-05 0.000160473
internal_weight=0 0.0104396 0.00861329 0.00753226 0.00652848 0.00511939 0.00392864 0.00215836
internal_count=3121 3007 2842 2699 2361 1904 1776 532
is_linear=0
shrinkage=0.00196078


Tree=5085
num_leaves=9
num_cat=0
split_feature=48 0 0 52 0 52 0 13
split_gain=4.65719e-05 9.59763e-05 5.03198e-05 9.06698e-05 6.54577e-05 7.98281e-05 6.83517e-05 6.15826e-05
threshold=0.11951500000000001 -0.17169499999999996 0.15398500000000004 0.10160000000000001 -0.084269999999999984 -0.10925999999999998 -0.10607499999999999 -0.010094999999999998
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 3 4 6 -6 -3 -7
right_child=-2 2 -4 -5 5 7 -8 -9
leaf_value=0.00042911414532488854 -0.00039978814187277621 1.6973314871292781e-05 0.0003442209416620771 -0.00058962412942678859 -0.00027864684119818713 0.00068799616262153567 -0.00057692671833295829 5.6098129519125558e-05
leaf_weight=0.0019206048168052938 0.0010555822089121135 0.0018466203744803671 0.0010703128700360106 0.0012649986545699475 0.0010524420612266295 0.0011790588324300385 0.0012489516128653282 0.0011928533455625734
leaf_count=165 114 278 59 529 395 474 744 363
internal_value=0 3.17696e-05 -5.44101e-05 -0.000109216 -1.60071e-05 0.00017079 -0.000222644 0.00037021
internal_weight=0 0.0107758 0.00885524 0.00778492 0.00651993 0.00342435 0.00309557 0.00237191
internal_count=3121 3007 2842 2783 2254 1232 1022 837
is_linear=0
shrinkage=0.00196078


Tree=5086
num_leaves=10
num_cat=0
split_feature=474 0 4 51 1 49 47 48 16
split_gain=5.65593e-05 5.66961e-05 0.000116417 9.89025e-05 7.18663e-05 6.04781e-05 5.71101e-05 9.64173e-05 6.58017e-05
threshold=0.084660000000000027 -0.019414999999999998 -0.49405499999999997 -0.031924999999999995 0.077565000000000009 -0.080604999999999982 0.09585500000000001 0.086260000000000017 -0.078844999999999985
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 3 -3 -1 -5 -6 7 8 -7
right_child=-2 2 -4 4 5 6 -8 -9 -10
leaf_value=-0.00065176556915743852 0.00042887379994978314 -0.00029773871739543361 0.00054350058875110715 -0.00037633149440428068 0.00050515727972634853 0.00069155496929090051 -0.00038266276733962926 -0.00036096801023232961 4.1472901878285127e-06
leaf_weight=0.0011918976782525053 0.0010341013371950635 0.001065102681801826 0.0015570590998714561 0.0018581152408841959 0.0010026299903135132 0.0010855572662082542 0.0012544591238961133 0.0011031933966887952 0.0010563874144627243
leaf_count=338 344 130 183 1182 120 326 149 107 242
internal_value=0 -5.04392e-05 0.000201795 -0.000127776 -4.29233e-05 6.96695e-05 -2.73688e-05 0.000109976 0.000352532
internal_weight=0 0.0111744 0.00262216 0.00855224 0.00736034 0.00550223 0.0044996 0.00324514 0.00214194
internal_count=3121 2777 313 2464 2126 944 824 675 568
is_linear=0
shrinkage=0.00196078


Tree=5087
num_leaves=9
num_cat=0
split_feature=42 14 15 0 13 16 15 13
split_gain=4.6543e-05 6.123e-05 0.000142931 8.58665e-05 8.88246e-05 9.63128e-05 7.80819e-05 6.585e-05
threshold=0.10256000000000001 -1.0000000180025095e-35 -0.10653 -0.019414999999999998 -0.095304999999999987 -0.084119999999999986 -0.0063699999999999989 -0.036034999999999991
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 -4 -6 -7 -5
right_child=-2 2 3 7 5 6 -8 -9
leaf_value=-0.00043542082999207708 -0.00040799312134151284 0.00062828101949038452 0.00036692727266599928 -5.922780844059786e-05 -0.00059550372003078287 -0.00035733183989529693 0.00024987275479200374 0.00060154760368325792
leaf_weight=0.0010120160996829356 0.0010467823902734702 0.0015035422415589838 0.0010763260602621744 0.001082814211866805 0.0019576182230036493 0.0015842694782742485 0.0016751308544833252 0.0012482881180239857
leaf_count=133 346 347 171 57 536 683 644 204
internal_value=0 2.44515e-05 7.04032e-05 -2.68543e-05 -0.000145928 -0.000251736 -4.52661e-05 0.000294613
internal_weight=0 0.01114 0.010128 0.00862445 0.00629334 0.00521702 0.0032594 0.0023311
internal_count=3121 2775 2642 2295 2034 1863 1327 261
is_linear=0
shrinkage=0.00196078


Tree=5088
num_leaves=8
num_cat=0
split_feature=13 39 48 0 3 12 2
split_gain=1.62868e-05 3.69525e-05 7.2475e-05 7.05713e-05 4.95783e-05 4.50883e-05 5.33151e-05
threshold=-0.23438999999999996 0.0046100000000000004 0.11013500000000002 -0.17169499999999996 -0.074084999999999998 0.10016000000000001 0.08622500000000001
decision_type=2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 6 -5
right_child=1 -3 -4 4 -6 -7 -8
leaf_value=0.010567429094336262 0.020136086549893011 0.015454911822685845 -0.029126509021064447 -0.02350901086726943 -0.020075543358981832 0.019053602857793648 0.0046779337176597454
leaf_weight=0.0012547971902290888 0.0013517721558099502 0.0011136481028491277 0.0010023282045115356 0.0010542543959623492 0.0016178419896199243 0.001000297965844972 0.0018461541555434577
leaf_count=169 131 330 112 816 470 180 913
internal_value=0 -0.00159483 -0.00400666 -0.000341857 -0.00535794 0.000746272 -0.00556759
internal_weight=0 0.0089863 0.00787265 0.00687032 0.00551855 0.00390071 0.00290041
internal_count=3121 2952 2622 2510 2379 1909 1729
is_linear=0
shrinkage=0.1


Tree=5089
num_leaves=8
num_cat=0
split_feature=4 16 2 2 52 0 52
split_gain=1.72996e-05 3.68031e-05 4.30251e-05 4.05353e-05 6.01739e-05 5.05786e-05 6.71694e-05
threshold=0.27287000000000006 -0.36241499999999999 0.10981000000000002 0.095195000000000016 -0.088204999999999992 -0.10607499999999999 0.08976000000000002
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 -6 -7
right_child=-2 2 -4 -5 5 6 -8
leaf_value=-0.018773873850346543 0.0097328270845880062 -0.019337952760799394 0.016063583611964048 -0.018232914069827764 0.023194849472753541 -0.015985277607430355 0.0182104833010849
leaf_weight=0.001115886115754164 0.0015235448039395269 0.0010845504903039659 0.0014658612139453134 0.0013603020517775309 0.0013132220119164068 0.0013391281843077665 0.0010058914365773189
leaf_count=139 352 359 370 394 121 1006 380
internal_value=0 -0.00181999 0.000679506 -0.00301549 0.00134909 0.00748212 -0.00131707
internal_weight=0 0.00868484 0.00756896 0.00610309 0.00474279 0.00365824 0.00234502
internal_count=3121 2769 2630 2260 1866 1507 1386
is_linear=0
shrinkage=0.1


Tree=5090
num_leaves=9
num_cat=0
split_feature=0 16 16 52 0 1 160 15
split_gain=3.89188e-05 6.10069e-05 6.45174e-05 5.52265e-05 6.02013e-05 9.18787e-05 5.46008e-05 4.81488e-05
threshold=0.15398500000000004 0.26676500000000009 -0.008904999999999998 0.090245000000000006 -0.11756999999999999 0.11061500000000002 -0.071139999999999995 0.088235000000000022
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 -1 -4 -6
right_child=-2 -3 6 -5 7 -7 -8 -9
leaf_value=7.870431326048252e-05 0.0003472452408423847 -0.00045854062857597232 0.00061181996558362509 -0.0004395951715121165 -1.4325680696395855e-05 -0.00065190433206607052 2.8781576440964929e-05 0.00051422417269071717
leaf_weight=0.0017210597440738841 0.001084565552627253 0.0012027180006483193 0.0010812265586214707 0.0013734041215582435 0.0015791607282753439 0.0010751891917609672 0.001439975552428859 0.0011417036970246652
leaf_count=204 60 362 252 588 852 108 427 268
internal_value=0 -4.27034e-05 1.04362e-05 -8.77639e-05 -1.80634e-07 -0.000202223 0.00027882 0.000207459
internal_weight=0 0.0106144 0.00941172 0.00689052 0.00551711 0.00279625 0.0025212 0.00272086
internal_count=3121 3061 2699 2020 1432 312 679 1120
is_linear=0
shrinkage=0.00196078


Tree=5091
num_leaves=8
num_cat=0
split_feature=4 0 1 2 0 52 16
split_gain=3.83788e-05 9.68478e-05 5.0697e-05 5.97939e-05 0.000145799 6.41815e-05 6.30648e-05
threshold=-0.49405499999999997 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 -0.14920999999999998 -0.0064899999999999992 -0.056919999999999991
decision_type=2 2 2 2 2 2 2
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right_child=1 -3 3 4 -6 -7 -8
leaf_value=-0.00036482156442858686 -0.00032110338587635804 0.00053711451677174258 6.4413309525868649e-05 -0.00040022645982729099 0.00066889389011904308 0.0001843033967082595 -0.00052477248084613858
leaf_weight=0.0010688400262488405 0.0019925547460548998 0.0012515375972565164 0.0016195749733460127 0.001325739202884868 0.0015106769168338171 0.00158638110962021 0.0012280875383519777
leaf_count=156 1531 186 349 90 325 184 300
internal_value=0 2.51576e-05 -4.40136e-05 3.19261e-05 0.000174609 -8.18031e-05 -0.00018968
internal_weight=0 0.0105146 0.00926301 0.00727046 0.0044228 0.00291212 0.00284766
internal_count=3121 2965 2779 1248 599 274 649
is_linear=0
shrinkage=0.00196078


Tree=5092
num_leaves=10
num_cat=0
split_feature=133 13 52 52 157 3 1 16 47
split_gain=7.54106e-05 9.41884e-05 6.14787e-05 7.08887e-05 8.98845e-05 9.24795e-05 6.64475e-05 0.000103057 8.14815e-05
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decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 6 7 -6 -8
right_child=-2 2 -4 -5 5 -7 8 -9 -10
leaf_value=0.00056502904078491504 -0.00052334314771790291 0.00047798769084206913 -0.0004796267984672355 0.00041167397178182161 7.9391353798148397e-05 -0.00067946675927354528 0.00051675418048074701 -0.00069125570152699513 -0.00021384040041230466
leaf_weight=0.0011573966055472432 0.0010120297723865022 0.0010432644519092751 0.0010299902001900821 0.0015201949333383509 0.0015836685835596497 0.0010335000607148148 0.0013625311831840174 0.0011527918290722048 0.0010309991892160991
leaf_count=157 435 340 315 511 210 91 324 645 93
internal_value=0 3.6163e-05 -2.65726e-05 2.68987e-05 -5.42659e-05 -0.000144358 -3.65537e-05 -0.00024526 0.000202055
internal_weight=0 0.0109143 0.00975694 0.00872695 0.00720676 0.00616349 0.00512999 0.00273646 0.00239353
internal_count=3121 2686 2529 2214 1703 1363 1272 855 417
is_linear=0
shrinkage=0.00196078


Tree=5093
num_leaves=9
num_cat=0
split_feature=484 1 457 4 0 42 2 16
split_gain=1.66318e-05 2.79526e-05 5.22124e-05 5.41014e-05 7.61396e-05 5.48102e-05 4.51754e-05 2.49436e-05
threshold=0.084040000000000017 0.13146500000000003 0.045365000000000009 -0.082109999999999975 -0.084144999999999984 0.08623500000000002 0.092235000000000025 0.15891500000000003
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 7 5 6 -5 -1
right_child=-2 -3 -4 4 -6 -7 -8 -9
leaf_value=0.015702430680877646 0.011415807057745879 0.014136881485504639 0.016941983938185246 -0.028500825192280074 -0.03521511632892986 0.013004390658095522 -0.0015141838297582349 -0.0051977863572098852
leaf_weight=0.0012286139491234195 0.0011163960951450719 0.0010145617969223074 0.0010859877346617057 0.0011359416797926559 0.0011417636190591504 0.0011016383712824118 0.0013665162297913577 0.0010668933097120236
leaf_count=508 368 194 218 336 843 309 197 148
internal_value=0 -0.00151362 -0.00346732 -0.00661504 -0.0127112 -0.00558206 -0.0137642 0.00598854
internal_weight=0 0.00914192 0.00812735 0.00704137 0.00474586 0.0036041 0.00250246 0.00229551
internal_count=3121 2753 2559 2341 1685 842 533 656
is_linear=0
shrinkage=0.1


Tree=5094
num_leaves=9
num_cat=0
split_feature=15 151 0 160 0 1 12 12
split_gain=3.72699e-05 4.69032e-05 5.53422e-05 7.08923e-05 4.98967e-05 9.17189e-05 9.00108e-05 0.00012642
threshold=-0.24436499999999997 -0.086944999999999981 0.15398500000000004 -0.082299999999999984 -0.20211999999999997 0.10937500000000001 0.092355000000000007 0.088305000000000008
decision_type=2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 -5 6 7 -6
right_child=1 2 -4 4 5 -7 -8 -9
leaf_value=0.00034538374229318004 0.00034785445640440595 -0.00062701121825995104 0.00032739655820974441 -0.00042715244482910837 -0.00030371533639591219 0.00038059822256134582 -0.00063027503196130504 0.00047343801526021233
leaf_weight=0.0010329461921859519 0.0010542460443909848 0.0010169734828107254 0.0010932853493961078 0.0012834584258032411 0.0019891784877367003 0.0017322149942399336 0.0011263155798863101 0.0013515353277644181
leaf_count=253 248 474 55 83 807 238 612 351
internal_value=0 -4.47169e-05 -8.78597e-05 -0.000141273 -7.52561e-05 -2.40133e-06 -0.00015092 1.06936e-05
internal_weight=0 0.0106472 0.00959296 0.00849968 0.0074827 0.00619924 0.00446703 0.00334071
internal_count=3121 2868 2620 2565 2091 2008 1770 1158
is_linear=0
shrinkage=0.00196078


Tree=5095
num_leaves=10
num_cat=0
split_feature=42 43 52 42 15 1 15 16 0
split_gain=5.50197e-05 6.9248e-05 4.82219e-05 7.21097e-05 7.12157e-05 6.8398e-05 0.00015971 8.43036e-05 0.000122097
threshold=0.10194000000000002 0.12450000000000001 0.15915500000000002 0.090310000000000015 0.035560000000000008 1.0000000180025095e-35 -0.016799999999999995 -0.056919999999999991 -0.20211999999999997
decision_type=2 2 2 2 2 2 2 2 2
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right_child=-2 -3 -4 -5 -6 6 -8 -9 -10
leaf_value=-0.00039737768021775184 -0.00044441152771280306 0.0004653416171481346 -0.00043037575093509003 0.00051096387951595759 -0.00041682521029156043 -0.00025804393711804756 0.00081128950969242474 -0.00048022700553238212 0.00057518626868106599
leaf_weight=0.0010704223572443753 0.0010317290464007213 0.0012409360676685728 0.0010179051244902674 0.0010180007690594592 0.0015692994475738032 0.0013749910187942378 0.0010920564375150668 0.0011596241983869793 0.0013302859738283691
leaf_count=526 355 195 320 313 685 86 221 201 219
internal_value=0 2.93832e-05 -2.678e-05 2.09086e-05 -4.47617e-05 5.21094e-05 0.000149173 -3.79127e-05 0.000151687
internal_weight=0 0.0108735 0.00963259 0.00861468 0.00759668 0.00602738 0.00495696 0.0038649 0.00270528
internal_count=3121 2766 2571 2251 1938 1253 727 506 305
is_linear=0
shrinkage=0.00196078


Tree=5096
num_leaves=8
num_cat=0
split_feature=47 4 4 3 12 52 3
split_gain=1.93113e-05 5.39478e-05 6.01378e-05 4.43438e-05 4.53246e-05 5.20068e-05 5.2593e-05
threshold=0.11926500000000002 0.24564500000000003 0.055260000000000011 0.10299500000000002 0.091545000000000015 -0.0064899999999999992 -0.078934999999999991
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 4 5 -1 -7
right_child=-2 -3 -4 -5 -6 6 -8
leaf_value=-0.011698071826734555 -0.013256120224054872 0.016279177456294664 -0.023372988220017769 0.017689322725207332 -0.021145791359885698 -0.0028879792491837784 0.027968494363287084
leaf_weight=0.0015898374813885191 0.0010084329665172786 0.001912304238547608 0.0011692100680422302 0.0013102681734226684 0.0010764531459372118 0.0011438311030609893 0.0010682564803900475
leaf_count=663 112 398 235 122 759 676 156
internal_value=0 0.00131543 -0.00257364 0.00135594 -0.00303099 0.00209792 0.0120132
internal_weight=0 0.00927016 0.00735786 0.00618865 0.00487838 0.00380193 0.00221209
internal_count=3121 3009 2611 2376 2254 1495 832
is_linear=0
shrinkage=0.1


Tree=5097
num_leaves=9
num_cat=0
split_feature=48 48 160 52 52 2 3 0
split_gain=4.31743e-05 7.45879e-05 7.05398e-05 7.08272e-05 4.71252e-05 6.74867e-05 6.8371e-05 7.63407e-05
threshold=0.11951500000000001 0.092475000000000016 0.086075000000000013 0.11434500000000002 -0.087769999999999987 0.10097500000000002 -0.00083499999999999991 -0.077999999999999986
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 6 7 -6
right_child=-2 -3 -4 -5 5 -7 -8 -9
leaf_value=-0.00021916894527826303 -0.00039111421963083242 0.0004794580552448651 -0.00052439060127737241 -0.00044559166388016147 -0.00011201318431501552 -0.00015684777671006337 0.00068313938215077829 0.00055785214644496484
leaf_weight=0.001462000396935564 0.0010482681217528532 0.0012322484254028545 0.0010054707658110956 0.0010687033234886784 0.0017515557985273928 0.0016724080571815817 0.0012949363096133341 0.0010439406963528852
leaf_count=457 114 251 299 414 945 297 96 248
internal_value=0 2.61505e-05 -3.39191e-05 2.55434e-05 9.5234e-05 0.000174996 0.000310674 0.000138139
internal_weight=0 0.0105313 0.00929902 0.00829354 0.00722484 0.00576284 0.00409043 0.0027955
internal_count=3121 3007 2756 2457 2043 1586 1289 1193
is_linear=0
shrinkage=0.00196078


Tree=5098
num_leaves=8
num_cat=0
split_feature=48 48 51 1 15 42 13
split_gain=4.63654e-05 7.96464e-05 5.67227e-05 6.75457e-05 6.04712e-05 6.17608e-05 5.06901e-05
threshold=0.11951500000000001 0.092475000000000016 0.084305000000000019 0.111945 -0.0063699999999999989 0.086325000000000013 -0.0034749999999999994
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 4 -1 6 -6
right_child=-2 -3 -4 -5 5 -7 -8
leaf_value=-0.00037153922157753561 -0.00040172896822345569 0.00049421225414516081 -0.00042996870236035556 0.00037043328431750973 0.00040697278579040808 -0.00030768186240063465 -9.9835474734988593e-05
leaf_weight=0.0017854106303809708 0.0010393696391771063 0.0012626911909585396 0.001192261873478785 0.0017375298724558912 0.0018864858413258942 0.0012787521664212667 0.0012692257217494815
leaf_count=842 114 251 335 327 401 491 360
internal_value=0 3.25841e-05 -3.11225e-05 2.86368e-05 -6.68445e-05 5.58322e-05 0.000203135
internal_weight=0 0.0104124 0.00914967 0.0079574 0.00621987 0.00443446 0.00315571
internal_count=3121 3007 2756 2421 2094 1252 761
is_linear=0
shrinkage=0.00196078


Tree=5099
num_leaves=10
num_cat=0
split_feature=133 16 52 160 13 3 49 12 3
split_gain=9.91769e-05 6.56514e-05 0.000136337 6.13907e-05 5.63481e-05 7.38379e-05 8.04648e-05 4.51954e-05 4.18573e-05
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decision_type=2 2 2 2 2 2 2 2 2
left_child=1 3 -3 -1 7 -6 -7 -5 -4
right_child=-2 2 8 4 5 6 -8 -9 -10
leaf_value=-0.00048843038835750575 -0.00060096557988697347 -0.00033658664697594926 0.00081244397265110065 0.00047804813796879022 -0.00057571782840163245 -0.00034908171064428376 0.00037711279342344254 -2.4360598745351873e-05 0.00030185578134038309
leaf_weight=0.0011115966540468213 0.001002789347832868 0.0010572162513984261 0.0010027402517471062 0.0013458180874997405 0.0010949374416044204 0.001093747325478539 0.0012652107846049879 0.0014092325397021066 0.0016058714087757067
leaf_count=542 435 330 84 517 474 82 74 288 295
internal_value=0 4.31999e-05 0.000257395 -6.40603e-05 1.19152e-05 -0.000154913 4.04077e-05 0.000221062 0.000498124
internal_weight=0 0.0109864 0.00366583 0.00732054 0.00620895 0.0034539 0.00235896 0.00275505 0.00260861
internal_count=3121 2686 709 1977 1435 630 156 805 379
is_linear=0
shrinkage=0.00196078


Tree=5100
num_leaves=10
num_cat=0
split_feature=42 42 403 15 42 3 4 4 47
split_gain=6.20888e-05 7.46299e-05 0.000102038 0.000124343 5.34755e-05 5.88261e-05 9.16787e-05 5.70237e-05 1.05048e-05
threshold=0.10256000000000001 0.091295000000000015 0.03138500000000001 0.079055000000000014 1.0000000180025095e-35 0.10893000000000001 0.0061450000000000003 0.033845000000000007 0.09055500000000001
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 -1 -7 -8
right_child=-2 -3 -4 -5 -6 7 8 -9 -10
leaf_value=-9.9000209409548696e-05 -0.00047377849450602847 0.00049148594513857662 0.00052156289316653145 -0.00072068666966435284 -0.00041739575631590062 0.00014848377719482584 0.00063747447742526443 -0.0004507793556985218 0.0003557993971082835
leaf_weight=0.0019314586216202861 0.0010115797619761899 0.0012180839734764791 0.0011630971849220422 0.0010759125530554444 0.0010530314306946079 0.0011179643436758369 0.0010230243545830391 0.0013449183820452276 0.0010131760697571005
leaf_count=420 346 357 291 675 543 97 203 120 69
internal_value=0 3.39591e-05 -2.33617e-05 -9.74082e-05 -7.79951e-06 5.92738e-05 0.00020703 -0.000178759 0.000497318
internal_weight=0 0.0109407 0.00972258 0.00855949 0.00748357 0.00643054 0.00396766 0.00246288 0.0020362
internal_count=3121 2775 2418 2127 1452 909 692 217 272
is_linear=0
shrinkage=0.00196078


Tree=5101
num_leaves=10
num_cat=0
split_feature=42 42 403 15 42 3 4 3 15
split_gain=4.56396e-05 8.41529e-05 9.3165e-05 0.000137864 6.72258e-05 6.13197e-05 7.38353e-05 6.38046e-05 3.32498e-05
threshold=0.10256000000000001 0.091295000000000015 0.03138500000000001 0.079055000000000014 0.075730000000000006 0.10893000000000001 0.0061450000000000003 0.13524500000000003 -0.098289999999999975
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 -1 -7 -8
right_child=-2 -3 -4 -5 -6 7 8 -9 -10
leaf_value=-6.5276609789827712e-05 -0.00040941509939980642 0.00051741329348343437 0.00049760891477892413 -0.00075484960062607105 -0.00047974692286220075 -0.00053830975600630904 0.00023400096144035013 9.6472228319129371e-05 0.00072670429965257283
leaf_weight=0.0019014115090158551 0.0010030303189884756 0.0012004222750432751 0.0011253282781828319 0.0010874562107546651 0.0010049692439162428 0.0010696228003823638 0.0011118897845032681 0.0014130046155151135 0.0010003795699053731
leaf_count=423 346 357 291 675 538 63 155 154 119
internal_value=0 2.76389e-05 -3.28854e-05 -0.000102393 -7.80639e-06 6.52021e-05 0.000215026 -0.000177019 0.000467347
internal_weight=0 0.0109145 0.00971406 0.00858873 0.00750128 0.00649631 0.00401368 0.00248263 0.00211227
internal_count=3121 2775 2418 2127 1452 914 697 217 274
is_linear=0
shrinkage=0.00196078


Tree=5102
num_leaves=8
num_cat=0
split_feature=52 52 160 15 133 3 13
split_gain=2.36135e-05 5.78055e-05 7.18541e-05 4.53783e-05 6.65106e-05 0.000103318 4.20445e-05
threshold=-0.24456499999999998 -0.081429999999999989 0.050340000000000003 -0.11713499999999999 1.0000000180025095e-35 -0.10115999999999999 -0.015874999999999997
decision_type=2 2 2 2 2 2 2
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leaf_weight=0.0010055649378758148 0.0012264930527002985 0.0016275064024604867 0.0011432156568003358 0.001034236912775367 0.0014371407355398113 0.0011593515158709329 0.001742875385223429
leaf_count=364 407 371 216 113 682 545 423
internal_value=0 0.00142885 -0.00161905 0.00217654 0.0066072 0.0133294 0.00365818
internal_weight=0 0.00937082 0.00814433 0.00700111 0.0053736 0.00393646 0.00290223
internal_count=3121 2757 2350 2134 1763 1081 968
is_linear=0
shrinkage=0.1


Tree=5103
num_leaves=8
num_cat=0
split_feature=52 52 160 15 15 43 2
split_gain=1.91816e-05 4.70412e-05 5.86004e-05 3.68871e-05 5.622e-05 4.55722e-05 2.76033e-05
threshold=-0.24456499999999998 -0.081429999999999989 0.050340000000000003 -0.11713499999999999 -0.03241999999999999 -0.014584999999999999 0.099185000000000009
decision_type=2 2 2 2 2 2 2
left_child=-1 -2 3 -3 -5 -6 -7
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leaf_weight=0.0010035009406583984 0.001221022735538607 0.0016251095651782198 0.0011365012144512136 0.001513916350509 0.0014148560277668361 0.0013701236698501289 0.00105235147598641
leaf_count=364 407 371 216 448 632 581 102
internal_value=0 0.00129419 -0.00145993 0.00197039 0.00597755 -0.000460499 0.00786791
internal_weight=0 0.00933388 0.00811286 0.00697636 0.00535125 0.00383733 0.00242248
internal_count=3121 2757 2350 2134 1763 1315 683
is_linear=0
shrinkage=0.1


Tree=5104
num_leaves=10
num_cat=0
split_feature=133 13 52 52 3 4 0 1 2
split_gain=5.55773e-05 9.68715e-05 4.70334e-05 8.19308e-05 8.37034e-05 0.000100942 7.87599e-05 8.2603e-05 6.99585e-05
threshold=0.10622000000000002 -0.23438999999999996 0.15915500000000002 0.070205000000000017 0.11296500000000002 0.0061450000000000003 -0.13027499999999997 0.11061500000000002 0.090545000000000014
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 8 -7 -8 -3
right_child=-2 2 -4 -5 -6 6 7 -9 -10
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leaf_weight=0.0011711391553388675 0.0010085260157632189 0.0015391737587881174 0.0010389218546469235 0.0015364606344280525 0.0010415730099562967 0.0010165803871305858 0.001316485403080402 0.0011249298285325514 0.0012468855164045529
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internal_value=0 2.97198e-05 -3.36002e-05 1.28704e-05 -7.39047e-05 1.19332e-05 0.00023571 4.47595e-05 -0.000265813
internal_weight=0 0.0110321 0.00986101 0.00882209 0.00728563 0.00624405 0.003458 0.00244142 0.00278606
internal_count=3121 2686 2529 2214 1703 1622 481 381 1141
is_linear=0
shrinkage=0.00196078


Tree=5105
num_leaves=9
num_cat=0
split_feature=13 15 3 1 52 16 15 2
split_gain=1.66703e-05 6.6737e-05 7.03413e-05 8.38143e-05 5.42412e-05 4.92991e-05 4.34019e-05 1.3777e-05
threshold=-0.010384999999999998 0.035560000000000008 0.10893000000000001 0.094465000000000007 -0.013374999999999998 -0.083539999999999989 0.079055000000000014 0.089775000000000008
decision_type=2 2 2 2 2 2 2 2
left_child=4 2 3 7 -1 6 -6 -2
right_child=1 -3 -4 -5 5 -7 -8 -9
leaf_value=0.022880909092379415 -0.012270995001175842 -0.025425915979110147 -0.019369387285578875 0.027268300115339889 -0.0071744284441113502 -0.01883516031461872 0.02195971261958413 0.0036135177754195676
leaf_weight=0.0011814922140185881 0.0010228155757466629 0.0011304472128584571 0.001205549288720964 0.0014383770452733656 0.0010443019736608538 0.0011432209142236355 0.0010019103681972513 0.0011712991006098002
leaf_count=637 150 440 92 300 362 636 285 219
internal_value=0 -0.00355027 0.00156115 0.00850756 0.00457804 -0.00220207 0.00709085 -0.00379126
internal_weight=0 0.00596849 0.00483804 0.00363249 0.00437093 0.00318943 0.00204621 0.00219411
internal_count=3121 1201 761 669 1920 1283 647 369
is_linear=0
shrinkage=0.1


Tree=5106
num_leaves=9
num_cat=0
split_feature=48 48 1 15 42 1 4 13
split_gain=4.09568e-05 8.93208e-05 6.18908e-05 6.11058e-05 7.8467e-05 6.08506e-05 5.6621e-05 5.23281e-05
threshold=0.11951500000000001 0.092475000000000016 0.111945 -0.0063699999999999989 0.086325000000000013 0.091785000000000019 0.11275500000000001 -0.0034749999999999994
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 5 7 -1 -4 -5
right_child=-2 -3 6 4 -6 -7 -8 -9
leaf_value=-0.00072425946737206877 -0.00037514152652046119 0.00052176026884120767 -5.3685572758011448e-05 0.00037960212631413427 -0.00038613099428062169 -0.00010350773019185797 0.00060392030601168819 -0.00010851092316400469
leaf_weight=0.0010470065401553975 0.0010239186365349094 0.0012773475179611036 0.0010128613169493991 0.0019760028422342851 0.0013529364968443433 0.0014451629444857386 0.0010007762093026398 0.0014745243244207572
leaf_count=762 114 251 124 438 545 224 250 413
internal_value=0 3.55425e-05 -3.11727e-05 -0.000115166 1.40903e-05 -0.000364297 0.000273144 0.000171015
internal_weight=0 0.0105866 0.00930927 0.00729563 0.00480346 0.00249217 0.00201364 0.00345053
internal_count=3121 3007 2756 2382 1396 986 374 851
is_linear=0
shrinkage=0.00196078


Tree=5107
num_leaves=9
num_cat=0
split_feature=52 16 43 133 2 16 2 4
split_gain=1.92141e-05 3.83848e-05 6.98811e-05 8.25042e-05 4.3675e-05 3.91454e-05 4.70051e-05 4.97673e-05
threshold=-0.24456499999999998 0.19444000000000003 -0.092909999999999979 0.048950000000000007 0.11474000000000002 -0.011989999999999999 0.083215000000000011 0.0052350000000000009
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 6 -4 -8
right_child=1 -3 3 -5 -6 -7 7 -9
leaf_value=-0.013246842806966964 -0.020540624796321356 0.017844444705908968 0.0032309652885971342 0.029714265445152033 0.015090865647454037 0.011161977985401847 -0.03679336869082836 -0.0053649004369417741
leaf_weight=0.0010036730633247544 0.0015150346879014721 0.0012208951394789063 0.0013273732071353637 0.0010011231795053373 0.001240188286641979 0.0010009682676570437 0.0010029147134773026 0.001012512876959467
leaf_count=364 374 142 341 726 245 269 493 167
internal_value=0 0.00131514 -0.00117625 0.00327893 -0.00146055 -0.00618614 -0.0113809 -0.0210043
internal_weight=0 0.00932101 0.00810012 0.00658508 0.00558396 0.00434377 0.0033428 0.00201543
internal_count=3121 2757 2615 2241 1515 1270 1001 660
is_linear=0
shrinkage=0.1


Tree=5108
num_leaves=9
num_cat=0
split_feature=47 16 43 16 16 4 15 4
split_gain=1.652e-05 4.90239e-05 5.58456e-05 8.27689e-05 8.92924e-05 6.60804e-05 5.97774e-05 3.13488e-05
threshold=0.11926500000000002 -0.48836499999999994 -0.17390999999999998 0.22339500000000004 0.0065250000000000004 0.055260000000000011 -0.090644999999999989 -0.077679999999999985
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 6 -4 -8
right_child=-2 2 3 -5 -6 -7 7 -9
leaf_value=0.018026424208802315 -0.012212951088352285 0.01798589636917906 0.016909793336122383 -0.030542147074371223 0.023003192190277983 -0.029735847070415551 0.0014640397158254765 -0.02342890575446616
leaf_weight=0.0014638982411667107 0.0010136467102115606 0.0011944418656371809 0.0012314774585287921 0.0011009096312116565 0.0012491912662430694 0.0010104540496034776 0.0010077047679071124 0.0010159452315095653
leaf_count=249 112 185 283 378 295 255 670 694
internal_value=0 0.00123284 -0.00191489 -0.00550791 -0.000510349 -0.00739638 -0.000461775 -0.0110331
internal_weight=0 0.00927402 0.00781012 0.00661568 0.00551477 0.00426558 0.00325513 0.00202365
internal_count=3121 3009 2760 2575 2197 1902 1647 1364
is_linear=0
shrinkage=0.1


Tree=5109
num_leaves=9
num_cat=0
split_feature=0 1 15 14 15 3 4 0
split_gain=4.2148e-05 6.36693e-05 9.19576e-05 5.24106e-05 8.68821e-05 7.56037e-05 5.93294e-05 3.5817e-05
threshold=0.15398500000000004 0.077565000000000009 0.035560000000000008 -1.0000000180025095e-35 -0.10653 -0.016324999999999996 0.0061450000000000003 -0.083804999999999977
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 -1 -3 -5 7 -7 -6
right_child=-2 3 -4 4 5 6 -8 -9
leaf_value=-0.00068247133871909393 0.00036682461643220793 -0.00036181154549241548 3.4683503317520989e-05 0.00054419786343486447 0.00055120460936066839 -0.00054152109112270855 1.6104158377025213e-05 3.9908748539298231e-05
leaf_weight=0.0012779641858483323 0.0010707185966519718 0.0010270909959273853 0.0014876005955841115 0.0014197832146487701 0.0010052088259788151 0.001189634554073951 0.0019135350313490285 0.0011066646468470399
leaf_count=816 60 158 776 250 214 232 115 500
internal_value=0 -4.16883e-05 -0.000296713 5.03627e-05 0.000114168 -2.90601e-06 -0.000197668 0.000283275
internal_weight=0 0.0104275 0.00276556 0.00766192 0.00663483 0.00521504 0.00310317 0.00211187
internal_count=3121 3061 1592 1469 1311 1061 347 714
is_linear=0
shrinkage=0.00196078


Tree=5110
num_leaves=11
num_cat=0
split_feature=484 42 16 151 49 2 3 0 15 13
split_gain=0.000186433 8.50386e-05 7.88501e-05 0.000134139 0.000123925 9.3514e-05 7.1757e-05 7.20688e-05 6.20359e-05 5.72076e-05
threshold=-1.0000000180025095e-35 0.10256000000000001 -0.014034999999999997 -0.044604999999999992 -0.069799999999999987 0.089885000000000007 -0.10831999999999999 -0.053834999999999994 -0.07490999999999999 -0.0039049999999999992
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 -5 9 -4 -8 -7 -6
right_child=1 -3 6 4 5 8 7 -9 -10 -11
leaf_value=-0.00080099464210068379 -0.00068905922615376738 -0.00048683843730072429 0.00074144670759960726 -0.0005031171567861409 -0.00037297766748399026 0.00087416823115121734 0.00046935024752302107 -0.0001095775235581898 0.00020426582646308408 0.00027631657474831261
leaf_weight=0.0010730195368143123 0.0010152704442421834 0.001024691346365088 0.0010922594442183686 0.0010815403886770643 0.0010617616420086065 0.0010351135533631869 0.0015575153697679235 0.001761951563418622 0.0010923069804768101 0.0010257048913982067
leaf_count=515 153 310 149 84 589 225 522 187 183 204
internal_value=0 5.28264e-05 0.000104395 -3.61761e-05 8.89748e-05 0.000240906 0.000305504 0.000162059 0.000530212 -5.39382e-05
internal_weight=0 0.0117481 0.0107234 0.0063117 0.00529643 0.00421489 0.00441173 0.00331947 0.00212742 0.00208747
internal_count=3121 2606 2296 1438 1285 1201 858 709 408 793
is_linear=0
shrinkage=0.00196078


Tree=5111
num_leaves=9
num_cat=0
split_feature=11 13 1 12 49 0 2 3
split_gain=5.25967e-05 6.58235e-05 0.000121164 7.27047e-05 5.75954e-05 9.81722e-05 7.30481e-05 7.33842e-05
threshold=0.080455000000000013 -0.094514999999999988 0.083345000000000016 -0.010834999999999999 0.0043850000000000009 -0.053834999999999994 0.092875000000000013 -0.075359999999999996
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 -1 -3 5 6 7 -5
right_child=-2 3 -4 4 -6 -7 -8 -9
leaf_value=-5.9465369709369775e-05 -0.00043601042400379791 0.00039425106734932547 0.00083433116656377114 -0.00021348027651284666 0.00027529209834677837 -0.000671846384321688 -0.00045556355595041318 0.00035627430696730033
leaf_weight=0.0013814549323858025 0.0010169496946672687 0.0012138138014878026 0.001009028428777503 0.0016837101226591694 0.0011686215426173876 0.0013273484613581538 0.0013580411944506265 0.0017964773335154565
leaf_count=151 189 320 193 1057 505 214 306 186
internal_value=0 3.01802e-05 0.000317808 -5.0256e-05 -0.000123822 -0.00019947 -6.98756e-05 8.06278e-05
internal_weight=0 0.0109385 0.00239048 0.00854801 0.0073342 0.00616558 0.00483823 0.00348019
internal_count=3121 2932 344 2588 2268 1763 1549 1243
is_linear=0
shrinkage=0.00196078


Tree=5112
num_leaves=9
num_cat=0
split_feature=1 42 403 457 2 1 15 12
split_gain=1.73731e-05 3.59413e-05 5.41852e-05 5.24832e-05 7.68482e-05 5.47015e-05 0.000148162 0.000127612
threshold=0.12500000000000003 0.092395000000000019 0.017340000000000005 0.045365000000000009 0.11293500000000002 0.086560000000000012 -0.10091499999999999 0.088305000000000008
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 7 -7 -1
right_child=-2 -3 -4 -5 -6 6 -8 -9
leaf_value=0.022448129671474835 0.01045217720044582 -0.016915498845581942 0.022578665262626821 0.016665433295022482 0.017228640012562822 0.0012732612135547699 -0.050369355822017792 -0.026397713431844466
leaf_weight=0.001113535686471364 0.0013540259947065628 0.0013235287151871474 0.0010045765291700212 0.0011929043512233966 0.0010929462883569009 0.0011629966917046514 0.0010636228067123603 0.0010292011001388774
leaf_count=708 279 557 275 235 178 81 424 384
internal_value=0 -0.0016988 0.000930481 -0.00233722 -0.00648719 -0.0124194 -0.0233956 -0.00101355
internal_weight=0 0.00898331 0.00765978 0.00665521 0.0054623 0.00436936 0.00222662 0.00214274
internal_count=3121 2842 2285 2010 1775 1597 505 1092
is_linear=0
shrinkage=0.1


Tree=5113
num_leaves=8
num_cat=0
split_feature=13 39 48 0 2 12 13
split_gain=1.69544e-05 3.34032e-05 7.0226e-05 6.00929e-05 5.20197e-05 2.8462e-05 3.64803e-05
threshold=-0.23438999999999996 0.085060000000000011 0.11077000000000002 -0.17169499999999996 0.095195000000000016 0.088245000000000004 -0.014169999999999999
decision_type=2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 -5 -7
right_child=1 -3 -4 4 -6 6 -8
leaf_value=0.010783224695767363 0.018746243964881219 0.015532759173707465 -0.028366496321432517 -0.0089652302549858738 -0.019381437583467911 -0.0055374388343964898 0.019320001429710729
leaf_weight=0.0012559386763715515 0.0013495852560637704 0.001008770193377217 0.0010143494621662188 0.0015606972642894152 0.0016977453733420965 0.0010538737963994953 0.0013424781266649821
leaf_count=169 134 304 110 907 637 514 346
internal_value=0 -0.00161736 -0.00377488 -0.000213607 -0.00473861 0.0015438 0.00838813
internal_weight=0 0.0090275 0.00801873 0.00700438 0.00565479 0.00395705 0.00239635
internal_count=3121 2952 2648 2538 2404 1767 860
is_linear=0
shrinkage=0.1


Tree=5114
num_leaves=10
num_cat=0
split_feature=14 49 47 4 15 42 1 16 49
split_gain=4.24523e-05 5.68293e-05 6.36053e-05 0.000120757 5.34502e-05 0.000113314 8.03611e-05 0.000105477 6.58922e-05
threshold=-1.0000000180025095e-35 0.093655000000000002 0.096175000000000024 0.16173500000000005 0.035560000000000008 0.083995000000000014 1.0000000180025095e-35 0.19444000000000003 -0.006494999999999999
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 6 -6 7 -2 -8
right_child=1 -3 -4 -5 5 -7 8 -9 -10
leaf_value=-0.00037828668749750833 -0.00069150821196640089 0.00046260233835236089 -0.00038265102313350316 0.00062866548295465873 -0.00077669602179154308 0.00014969832913613431 -1.7558147824489835e-05 0.00020658607191400083 0.00057055526499603135
leaf_weight=0.0011007154306603038 0.0010025126140688519 0.0010358587552035314 0.001564575987796339 0.0011813747716338278 0.0010231638160444409 0.0010074971840459629 0.0015094627445877004 0.001008614034837596 0.0014228509690262373
leaf_count=161 416 392 204 261 575 550 204 68 290
internal_value=0 2.60098e-05 -2.05176e-05 4.89554e-05 -4.92443e-05 -0.000317072 6.07738e-05 -0.000241099 0.000267813
internal_weight=0 0.0107559 0.00972005 0.00815548 0.0069741 0.00203066 0.00494344 0.00201113 0.00293231
internal_count=3121 2960 2568 2364 2103 1125 978 484 494
is_linear=0
shrinkage=0.00196078


Tree=5115
num_leaves=8
num_cat=0
split_feature=42 157 0 3 16 151 12
split_gain=2.03391e-05 3.12581e-05 3.82131e-05 6.21839e-05 5.13798e-05 8.73715e-05 7.69635e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.062764999999999974 -0.074084999999999998 -0.056919999999999991 -0.0083949999999999979 0.088365000000000013
decision_type=2 2 2 2 2 2 2
left_child=-1 -2 4 -4 5 -3 -7
right_child=1 2 3 -5 -6 6 -8
leaf_value=-0.010041831218040762 -0.013184696528985011 -0.020731314386289043 0.030844345792839623 -0.0023466492478765397 -0.020756268585128551 0.024838566027149234 -0.0080112899450537935
leaf_weight=0.0017152553296174962 0.0011855155513331951 0.0010307142104562495 0.0011918874487272914 0.001072290197460188 0.0010042198059467562 0.0019625074460735991 0.0011203763971382357
leaf_count=862 504 147 146 217 554 399 292
internal_value=0 0.00188787 0.00430845 0.0151254 -0.000477099 0.00447349 0.0129003
internal_weight=0 0.00856751 0.007382 0.00226418 0.00511782 0.0041136 0.00308288
internal_count=3121 2259 1755 363 1392 838 691
is_linear=0
shrinkage=0.1


Tree=5116
num_leaves=8
num_cat=0
split_feature=42 43 3 42 2 52 4
split_gain=1.65068e-05 2.73145e-05 6.02105e-05 4.69095e-05 3.32383e-05 6.38426e-05 5.96945e-05
threshold=-1.0000000180025095e-35 -0.061959999999999994 -0.081234999999999988 0.082250000000000004 0.10613000000000002 -0.0064899999999999992 0.058735000000000009
decision_type=2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 -3 -6
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leaf_value=-0.0090468090877651348 -0.0029164807485698861 -0.0074993866331449152 0.029074635137186139 -0.020678953479421232 0.0085078217721418093 0.02344843525545167 -0.023500762448786738
leaf_weight=0.0017136114309642151 0.0013781232898817713 0.0011939088102673901 0.0010265566242985355 0.0010868411503240343 0.001242607604991175 0.0015091686469034466 0.0010970171572654459
leaf_count=862 476 171 547 611 156 168 130
internal_value=0 0.00170818 0.0107405 -0.0018353 0.00222603 0.00977925 -0.00650055
internal_weight=0 0.00853422 0.00240468 0.00612954 0.0050427 0.00270308 0.00233962
internal_count=3121 2259 1023 1236 625 339 286
is_linear=0
shrinkage=0.1


Tree=5117
num_leaves=10
num_cat=0
split_feature=0 52 16 0 13 15 0 2 1
split_gain=4.0423e-05 6.36657e-05 6.42553e-05 8.20193e-05 5.21173e-05 7.98125e-05 3.96418e-05 7.40368e-05 3.46702e-05
threshold=0.15398500000000004 0.15915500000000002 0.26676500000000009 -0.077999999999999986 -0.012549999999999997 -0.0040799999999999994 -0.11991499999999998 0.10699500000000002 0.078340000000000007
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 -1 7 -6 -5
right_child=-2 -3 -4 8 6 -7 -8 -9 -10
leaf_value=-0.00020143547925245334 0.00035575549383458463 -0.00051164159766810735 -0.00045620779063836086 0.00011368866539625808 0.00022374333238962612 0.00047339238164974972 -0.00054060737848936162 -0.00048096891237061121 0.00060508352163576873
leaf_weight=0.0013028681066058765 0.0010661804034772073 0.0010147969773821033 0.0010306552012536085 0.0010022783003325777 0.0013400945193665394 0.0013956029732017892 0.0010213387136791055 0.0010015362672171199 0.001228801203086781
leaf_count=635 60 360 356 241 138 437 436 83 375
internal_value=0 -4.52429e-05 5.52303e-06 6.29103e-05 -5.53977e-05 0.000147574 -0.000218264 -7.76683e-05 0.000384332
internal_weight=0 0.010338 0.00932318 0.00829252 0.00606144 0.00269847 0.00336297 0.00234163 0.00223108
internal_count=3121 3061 2701 2345 1729 1072 657 221 616
is_linear=0
shrinkage=0.00196078


Tree=5118
num_leaves=9
num_cat=0
split_feature=4 43 0 12 42 3 15 2
split_gain=3.77936e-05 6.31129e-05 5.71372e-05 8.47982e-05 5.30066e-05 5.48124e-05 6.94877e-05 6.26402e-05
threshold=-0.49405499999999997 -0.24021999999999996 -0.077999999999999986 0.085885000000000017 0.090310000000000015 0.090900000000000009 -0.098289999999999975 0.089775000000000008
decision_type=2 2 2 2 2 2 2 2
left_child=-1 -2 4 -4 5 7 -7 -3
right_child=1 2 3 -5 -6 6 -8 -9
leaf_value=-0.00036535138139536156 -0.00042067972231825748 -0.00052070075404547702 0.00071137007461506848 4.2154754141988193e-05 0.00036927638358083011 -0.00022329287055458894 0.00043288666642364706 7.342950813565064e-05
leaf_weight=0.0010298202048486813 0.0010818581931504945 0.0017595640410611089 0.001180822068646354 0.0018982071935573358 0.0010849963450981891 0.0012309811447003272 0.0012510704748040086 0.0011143358391868603
leaf_count=156 156 1008 272 616 340 110 127 336
internal_value=0 2.80979e-05 7.90973e-05 0.000298802 -2.59302e-05 -0.00010599 0.000107452 -0.000290331
internal_weight=0 0.0106018 0.00951998 0.00307903 0.00644095 0.00535595 0.00248205 0.0028739
internal_count=3121 2965 2809 888 1921 1581 237 1344
is_linear=0
shrinkage=0.00196078


Tree=5119
num_leaves=8
num_cat=0
split_feature=4 16 2 52 3 15 12
split_gain=1.94075e-05 3.04904e-05 4.22293e-05 4.72596e-05 6.08891e-05 5.04686e-05 4.1721e-05
threshold=0.27287000000000006 -0.36241499999999999 0.10981000000000002 0.10160000000000001 0.090900000000000009 0.086715000000000014 0.085885000000000017
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 4 5 6 -3
right_child=-2 2 -4 -5 -6 -7 -8
leaf_value=-0.017337448668714044 0.010268389616779087 -0.0028202301160675774 0.015593858948733269 -0.023024746082082673 0.020963927438556421 0.0142029588861717 -0.027409774908891495
leaf_weight=0.0011177918837117955 0.0015377170797163447 0.0019017638574323687 0.0014669237350970182 0.0010133452227716489 0.0011422153521541967 0.001001270100034818 0.0010829170996353779
leaf_count=139 352 598 370 386 107 480 689
internal_value=0 -0.00191564 0.000350056 -0.00329099 0.000608481 -0.00522458 -0.0117419
internal_weight=0 0.00872623 0.00760844 0.00614151 0.00512817 0.00398595 0.00298468
internal_count=3121 2769 2630 2260 1874 1767 1287
is_linear=0
shrinkage=0.1


Tree=5120
num_leaves=9
num_cat=0
split_feature=48 48 51 1 42 4 4 16
split_gain=4.41089e-05 9.74048e-05 8.12608e-05 6.72741e-05 4.96086e-05 7.65084e-05 5.09249e-05 4.38066e-05
threshold=0.11951500000000001 0.092475000000000016 0.085720000000000005 0.111945 0.086325000000000013 0.055260000000000011 -0.084369999999999987 -0.056919999999999991
decision_type=2 2 2 2 2 2 2 2
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right_child=-2 -3 -4 -5 -6 -7 7 -9
leaf_value=-0.00011132134159618439 -0.00039158792135427075 0.00053478703621839081 -0.00056588283739756359 0.00035749278594994738 -0.00035651754470232745 -0.00043155488545410913 0.00061182751732739144 6.7505770200737184e-05
leaf_weight=0.0015586400428381233 0.001040783098005882 0.0012980168228886738 0.0010024265909517648 0.0018282871815233949 0.0016968398901820317 0.0010684955978775596 0.0011759602448973092 0.0011003293913282195
leaf_count=411 114 251 325 327 773 178 343 399
internal_value=0 3.11951e-05 -3.81159e-05 2.46526e-05 -6.75449e-05 3.24547e-05 0.000161738 0.000348709
internal_weight=0 0.010729 0.00943098 0.00842855 0.00660027 0.00490343 0.00383493 0.00227629
internal_count=3121 3007 2756 2431 2104 1331 1153 742
is_linear=0
shrinkage=0.00196078


Tree=5121
num_leaves=8
num_cat=0
split_feature=13 15 15 47 52 16 15
split_gain=1.77241e-05 5.74634e-05 7.12469e-05 6.94846e-05 4.89749e-05 4.43163e-05 3.48731e-05
threshold=-0.010384999999999998 0.035560000000000008 -0.037864999999999989 0.092710000000000015 -0.013374999999999998 -0.083539999999999989 0.079055000000000014
decision_type=2 2 2 2 2 2 2
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right_child=1 -3 -4 -5 5 -7 -8
leaf_value=0.02219586212173651 0.0031186874326615708 -0.024245428111989029 0.016684924898508046 -0.028550469968691528 -0.0057147131558954898 -0.017661700722883502 0.020359980435297083
leaf_weight=0.0011754474452725264 0.0019017433278302248 0.0011023009319950606 0.0018174054249471224 0.0010898489461515742 0.0010483450273913388 0.0011235951331563937 0.0010042947144848925
leaf_count=637 386 440 265 110 362 636 285
internal_value=0 -0.00365186 0.00106852 -0.00841851 0.00475722 -0.0016964 0.00704285
internal_weight=0 0.0059113 0.004809 0.00299159 0.00435168 0.00317623 0.00205264
internal_count=3121 1201 761 496 1920 1283 647
is_linear=0
shrinkage=0.1


Tree=5122
num_leaves=8
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split_feature=4 16 2 52 3 4 0
split_gain=1.71338e-05 2.60743e-05 3.5749e-05 3.61821e-05 4.99739e-05 4.38835e-05 0.000159977
threshold=0.27287000000000006 -0.36241499999999999 0.10912000000000001 0.10160000000000001 0.090900000000000009 0.053180000000000012 -0.084269999999999984
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 4 5 6 -3
right_child=-2 2 -4 -5 -6 -7 -8
leaf_value=-0.016101088728323925 0.0096547066610560509 -0.04242260189047202 0.014310513386096131 -0.020413036176053903 0.018867217281118925 0.012517708786787915 0.0063328289527612774
leaf_weight=0.0011117611554774844 0.0015368322010283339 0.0010529705890603934 0.001468077646647247 0.0010048830747845863 0.0011334478192097652 0.0010573401434058622 0.001864979938209376
leaf_count=139 352 742 379 384 106 148 871
internal_value=0 -0.0017994 0.000297764 -0.00306715 0.000344768 -0.00493641 -0.011261
internal_weight=0 0.00869346 0.0075817 0.00611362 0.00510874 0.00397529 0.00291795
internal_count=3121 2769 2630 2251 1867 1761 1613
is_linear=0
shrinkage=0.1


Tree=5123
num_leaves=8
num_cat=0
split_feature=47 4 4 3 12 52 16
split_gain=1.57364e-05 5.34564e-05 4.86379e-05 4.18986e-05 3.67915e-05 5.16351e-05 4.29926e-05
threshold=0.11926500000000002 0.24564500000000003 0.055260000000000011 0.10299500000000002 0.091545000000000015 0.0031350000000000002 -0.018494999999999998
decision_type=2 2 2 2 2 2 2
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right_child=-2 -3 -4 -5 -6 -7 -8
leaf_value=0.0036039452911399415 -0.011960520757579755 0.01614798648738535 -0.021403986902296432 0.016956355138662848 -0.019890700586252294 0.017416885381947984 -0.02318589362832495
leaf_weight=0.001486068463366528 0.0010042016227455068 0.0019030991903200567 0.0011647670950785203 0.0012830149247017308 0.0010542795935515963 0.0012962243356177913 0.0010035827759855682
leaf_count=319 112 398 235 122 759 589 587
internal_value=0 0.00122384 -0.0026733 0.000889708 -0.00336919 0.00123167 -0.00719509
internal_weight=0 0.00919104 0.00728794 0.00612317 0.00484016 0.00378588 0.00248965
internal_count=3121 3009 2611 2376 2254 1495 906
is_linear=0
shrinkage=0.1


Tree=5124
num_leaves=8
num_cat=0
split_feature=13 16 1 51 4 42 13
split_gain=1.5933e-05 5.4457e-05 4.82897e-05 5.44993e-05 4.84597e-05 4.2619e-05 4.65362e-05
threshold=-0.010384999999999998 0.23311500000000004 0.085110000000000005 0.086685000000000012 0.25615500000000008 0.075730000000000006 -0.086919999999999983
decision_type=2 2 2 2 2 2 2
left_child=5 2 -2 4 -4 -1 -7
right_child=1 -3 3 -5 -6 6 -8
leaf_value=0.016329099059174148 -0.02511362980157035 0.017440858142102986 0.016876824133553393 -0.02126889700379711 -0.011256595869932072 -0.016864418711622663 0.010376187254104188
leaf_weight=0.001792892616463755 0.0012194334246288193 0.0010278580736233171 0.0015504511416134423 0.0010516014999658319 0.0010118176159824611 0.0013128348853006127 0.0012006882839937429
leaf_count=475 513 239 222 89 138 494 951
internal_value=0 -0.00346126 -0.00790634 -0.00210006 0.00576718 0.00455012 -0.00385182
internal_weight=0 0.00586116 0.0048333 0.00361387 0.00256227 0.00430642 0.00251352
internal_count=3121 1201 962 449 360 1920 1445
is_linear=0
shrinkage=0.1


Tree=5125
num_leaves=8
num_cat=0
split_feature=51 43 16 12 2 0 13
split_gain=1.53196e-05 3.97119e-05 4.268e-05 5.99039e-05 7.58668e-05 8.05568e-05 4.06194e-05
threshold=-0.076794999999999988 -0.15323999999999996 0.15891500000000003 0.092355000000000007 0.088225000000000012 -0.23001499999999997 -0.016469999999999995
decision_type=2 2 2 2 2 2 2
left_child=-1 -2 3 4 -3 -6 -7
right_child=1 2 -4 -5 5 6 -8
leaf_value=-0.0087524606034034905 0.017525757602421834 -0.012037561782540646 -0.020168870088563724 -0.020443912946375015 -0.0087909805474033747 0.011500033112455295 0.037125225809605054
leaf_weight=0.0016903063536666705 0.0013317057850647631 0.0015640412984637402 0.0010249437032181126 0.0010033530107018147 0.0010493421321143837 0.0012409661069485984 0.0012333944948431613
leaf_count=537 223 935 182 550 77 428 189
internal_value=0 0.00167665 -0.00128937 0.00188747 0.00629143 0.014427 0.0242734
internal_weight=0 0.00844775 0.00711604 0.0060911 0.00508774 0.0035237 0.00247436
internal_count=3121 2584 2361 2179 1629 694 617
is_linear=0
shrinkage=0.1


Tree=5126
num_leaves=9
num_cat=0
split_feature=13 15 3 1 52 16 13 15
split_gain=1.52541e-05 5.01422e-05 6.29544e-05 7.40417e-05 3.97599e-05 4.07344e-05 1.68934e-05 1.24257e-05
threshold=-0.010384999999999998 0.035560000000000008 0.10893000000000001 0.094465000000000007 -0.013374999999999998 -0.083539999999999989 -0.095539999999999986 -0.042209999999999991
decision_type=2 2 2 2 2 2 2 2
left_child=4 2 3 7 -1 6 -6 -2
right_child=1 -3 -4 -5 5 -7 -8 -9
leaf_value=0.02031856684242641 -0.01173420046415132 -0.022761885318302054 -0.018800793660548848 0.025557755085007773 -0.0021251131480698559 -0.016851261368788353 0.016153312525721355 0.0035240796010876361
leaf_weight=0.001156469239733933 0.0010509648321141473 0.0010863604224951593 0.0011938874981691772 0.0014074548699462681 0.0010080201192928079 0.0011022285052341894 0.00101454645012109 0.0010844271417148146
leaf_count=637 230 440 92 300 203 636 444 139
internal_value=0 -0.00338529 0.00105869 0.00775104 0.00447765 -0.00138499 0.00704359 -0.00398551
internal_weight=0 0.00582309 0.00473673 0.00354285 0.00428126 0.0031248 0.00202257 0.00213539
internal_count=3121 1201 761 669 1920 1283 647 369
is_linear=0
shrinkage=0.1


Tree=5127
num_leaves=7
num_cat=0
split_feature=42 51 49 42 16 1
split_gain=1.58564e-05 3.10974e-05 3.43435e-05 6.24609e-05 4.41023e-05 4.15766e-05
threshold=-1.0000000180025095e-35 -0.076794999999999988 -0.081404999999999991 0.091545000000000015 -0.094359999999999986 0.09253500000000002
decision_type=2 2 2 2 2 2
left_child=-1 -2 -3 4 -4 -6
right_child=1 2 3 -5 5 -7
leaf_value=-0.0088839907118187841 -0.013485660954508736 0.020412995442524347 -0.0061716715994175929 -0.020199844643115548 0.022067117402563341 -0.0017293728393316791
leaf_weight=0.0016902109533543591 0.0011573159448684551 0.0011030631491044758 0.0018675307289643195 0.0011116856177087698 0.0019768733333870823 0.0011680206857242427
leaf_count=862 422 171 358 547 552 209
internal_value=0 0.00173319 0.00417025 0.00124464 0.00600072 0.013229
internal_weight=0 0.00838449 0.00722717 0.00612411 0.00501242 0.00314489
internal_count=3121 2259 1837 1666 1119 761
is_linear=0
shrinkage=0.1


Tree=5128
num_leaves=8
num_cat=0
split_feature=4 16 52 4 133 16 48
split_gain=1.67855e-05 2.29009e-05 3.46301e-05 4.75864e-05 3.23213e-05 8.32012e-05 1.82221e-05
threshold=0.27287000000000006 -0.36241499999999999 -0.0064899999999999992 -0.04890499999999999 1.0000000180025095e-35 -0.008904999999999998 0.085130000000000025
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 -3 5 -4 -5
right_child=-2 2 4 6 -6 -7 -8
leaf_value=-0.015249302071445595 0.009664495106753929 -0.025318584611631608 -0.0016248872302977225 0.01009887170225744 -0.0079859372222685111 0.031839176373789919 -0.0085984197552761571
leaf_weight=0.0010972700569058221 0.001513255941165372 0.0010359383810048571 0.0019143159880899068 0.001059717201588377 0.0011923633580348987 0.0012142299911148131 0.0010258143600736219
leaf_count=139 352 339 787 516 559 154 275
internal_value=0 -0.00176262 0.000225797 -0.00779983 0.00602359 0.011363 0.0009022
internal_weight=0 0.00853965 0.00744238 0.00312147 0.00432091 0.00312855 0.00208553
internal_count=3121 2769 2630 1130 1500 941 791
is_linear=0
shrinkage=0.1


Tree=5129
num_leaves=8
num_cat=0
split_feature=52 403 13 12 4 3 52
split_gain=4.33179e-05 5.34457e-05 9.50951e-05 7.53162e-05 0.000108478 8.22196e-05 3.65959e-05
threshold=-0.26636999999999994 0.03138500000000001 0.10935500000000002 0.084100000000000022 -0.064804999999999988 0.013900000000000001 -0.0064899999999999992
decision_type=2 2 2 2 2 2 2
left_child=-1 2 3 5 -5 -2 -7
right_child=1 -3 -4 4 -6 6 -8
leaf_value=-0.00038575550130276725 0.00043623838653621453 0.0003854914418632971 0.00046517756754188805 -0.00081486083078186912 -5.7620031367346533e-05 -0.00033683679066286588 7.9187229300349012e-05
leaf_weight=0.0010626792429356885 0.0014552424674180321 0.0014057327279626093 0.001302203349734932 0.0011727392126334906 0.0019150380024757427 0.0015924960656963638 0.0016606694539326684
leaf_count=354 473 356 165 675 756 166 176
internal_value=0 2.9666e-05 -2.53103e-05 -0.000107237 -0.00034522 4.88329e-05 -0.000124466
internal_weight=0 0.0105041 0.00909839 0.00779619 0.00308778 0.00470841 0.00325317
internal_count=3121 2767 2411 2246 1431 815 342
is_linear=0
shrinkage=0.00196078


Tree=5130
num_leaves=8
num_cat=0
split_feature=484 160 133 151 16 1 43
split_gain=1.54584e-05 3.92263e-05 5.20818e-05 4.53946e-05 8.14677e-05 4.45089e-05 3.54139e-05
threshold=0.084040000000000017 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.0083949999999999979 -0.056919999999999991 0.089770000000000016 -0.074359999999999996
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -3 -4 5 -5 -6
right_child=-2 2 3 4 6 -7 -8
leaf_value=-0.017895196381359085 0.011179687178709445 -0.019362355751273371 -0.013014170556570299 0.0031525269603808791 0.0069656245483270532 0.028361071147939822 -0.017280112395417768
leaf_weight=0.0012437205999298413 0.0010935829906022912 0.001058565527075889 0.0012089250214873818 0.0010941367080397793 0.0011882546736808651 0.0019463683595821949 0.0012219123603170521
leaf_count=632 368 709 305 321 245 289 252
internal_value=0 -0.00141416 0.00124162 0.0045167 0.00840493 0.0192897 -0.00532654
internal_weight=0 0.00896188 0.00771816 0.0066596 0.00545067 0.00304051 0.00241017
internal_count=3121 2753 2121 1412 1107 610 497
is_linear=0
shrinkage=0.1


Tree=5131
num_leaves=7
num_cat=0
split_feature=133 160 42 48 0 16
split_gain=1.78289e-05 4.4739e-05 4.36757e-05 3.8852e-05 7.56862e-05 5.91819e-05
threshold=-0.085499999999999979 -0.079874999999999988 0.088060000000000013 0.086035000000000014 -0.10607499999999999 -0.056919999999999991
decision_type=2 2 2 2 2 2
left_child=-1 -2 3 4 -3 -6
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leaf_value=0.011403044141665802 -0.017822442556039372 0.024385618922088379 0.015118565210200606 -0.01518389015144303 0.012022347279128917 -0.018171675575624296
leaf_weight=0.0011989368043999445 0.0014244858838533877 0.0011424020616788949 0.0017925122615632134 0.001747602202679035 0.0010705277433542661 0.0016492113294755664
leaf_count=488 593 199 652 277 475 437
internal_value=0 -0.00159328 0.00152985 -0.00281223 0.00278589 -0.00628688
internal_weight=0 0.00882674 0.00740226 0.00560974 0.00386214 0.00271974
internal_count=3121 2633 2040 1388 1111 912
is_linear=0
shrinkage=0.1


Tree=5132
num_leaves=8
num_cat=0
split_feature=13 403 160 3 1 133 0
split_gain=1.71723e-05 3.82334e-05 3.69691e-05 4.59304e-05 6.93484e-05 6.87336e-05 5.00343e-05
threshold=0.19762500000000002 0.03138500000000001 -0.079874999999999988 -0.10023499999999998 0.094385000000000011 0.083950000000000011 -0.16360999999999995
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 -4 5 -5 -6
right_child=-2 -3 3 4 6 -7 -8
leaf_value=-0.016813745651844049 -0.012004846569382433 0.018175875265184795 0.017166824291920076 -0.027012055073448824 -0.0061592433182844986 0.0055583527652137248 0.023474859580497276
leaf_weight=0.0012618820114337608 0.0010702767262635556 0.0011790854520568406 0.0015104841041484263 0.0015820754820176136 0.0010446029614170262 0.001097316273571683 0.0012533618641713757
leaf_count=585 150 343 280 689 95 514 465
internal_value=0 0.00139961 -0.00115282 0.00189322 -0.00274188 -0.0136732 0.0100039
internal_weight=0 0.00892881 0.00774972 0.00648784 0.00497736 0.00267939 0.00229796
internal_count=3121 2971 2628 2043 1763 1203 560
is_linear=0
shrinkage=0.1


Tree=5133
num_leaves=8
num_cat=0
split_feature=11 13 12 0 151 4 1
split_gain=1.70258e-05 3.80145e-05 5.18729e-05 6.64372e-05 4.1365e-05 4.15909e-05 8.76474e-06
threshold=0.078340000000000007 -0.094514999999999988 -0.010834999999999999 -0.053834999999999994 -0.0083949999999999979 0.053180000000000012 0.089105000000000018
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -3 4 -4 6 -6
right_child=-2 2 3 -5 5 -7 -8
leaf_value=0.01370610048208544 -0.012370060271363109 0.018844611052481364 -0.017077429506856836 -0.025688507937644513 0.0021501381578386838 0.017175084830536771 -0.011032939154623188
leaf_weight=0.0019491294756569287 0.0010056346029791189 0.0010134395160969287 0.0010996957768498201 0.0012934375904853149 0.001006632156874813 0.0015894542426146776 0.0010106521274616249
leaf_count=334 208 320 332 274 1125 230 298
internal_value=0 0.00135223 -0.00208113 -0.00561571 -9.92324e-05 0.00507743 -0.00445454
internal_weight=0 0.00896244 0.00701331 0.00599987 0.00470643 0.00360674 0.00201728
internal_count=3121 2913 2579 2259 1985 1653 1423
is_linear=0
shrinkage=0.1


Tree=5134
num_leaves=10
num_cat=0
split_feature=48 2 48 13 13 3 16 0 1
split_gain=8.66371e-05 0.000133737 9.46325e-05 6.84452e-05 7.15483e-05 0.000102254 8.89885e-05 5.5595e-05 1.84119e-05
threshold=0.12474000000000002 0.11293500000000002 0.083985000000000018 -0.094514999999999988 -0.033284999999999988 0.076840000000000006 -0.013324999999999998 -0.13843999999999998 0.089175000000000018
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -5 6 -6 -3 -4
right_child=-2 7 8 4 5 -7 -8 -9 -10
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leaf_weight=0.0016203752880071601 0.0010131173172204652 0.0010233520969054688 0.001007938968736289 0.0012219021885761664 0.0019310676082703363 0.0010184572397592406 0.0012709364927399147 0.0010353618682142872 0.0010020691046356243
leaf_count=199 102 103 255 1019 573 119 255 341 155
internal_value=0 4.80956e-05 -5.42826e-05 -0.000161112 -0.000266437 -0.000145468 2.66598e-05 0.000499276 0.000321095
internal_weight=0 0.0111315 0.00907275 0.00706274 0.00544236 0.00422046 0.003202 0.00205871 0.00201001
internal_count=3121 3019 2575 2165 1966 947 828 444 410
is_linear=0
shrinkage=0.00196078


Tree=5135
num_leaves=9
num_cat=0
split_feature=0 16 14 16 1 15 3 2
split_gain=5.01653e-05 6.17823e-05 6.47496e-05 7.32521e-05 7.42607e-05 9.06425e-05 7.68426e-05 3.95766e-05
threshold=0.15398500000000004 0.26799500000000004 -1.0000000180025095e-35 -0.014034999999999997 0.085110000000000005 -0.10653 -0.03694999999999999 0.092365000000000017
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 -1 4 -4 -6 -7 -5
right_child=-2 -3 3 7 5 6 -8 -9
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leaf_weight=0.0010434783977998846 0.0010475311935871758 0.0011713559242878804 0.0018190318768453503 0.0012720225310817168 0.0013238053766699287 0.0010932008205117557 0.001806626267286341 0.0010538933751218854
leaf_count=140 60 349 1062 536 224 351 171 228
internal_value=0 -5.3536e-05 -6.85251e-07 5.67425e-05 -5.70717e-05 8.55784e-05 -0.000108501 0.000352429
internal_weight=0 0.0105834 0.00941206 0.00836858 0.00604266 0.00422363 0.00289983 0.00232592
internal_count=3121 3061 2712 2572 1808 746 522 764
is_linear=0
shrinkage=0.00196078


Tree=5136
num_leaves=10
num_cat=0
split_feature=11 48 0 2 2 2 1 15 15
split_gain=6.1421e-05 0.000102549 0.000194276 7.95338e-05 7.00563e-05 7.69511e-05 6.2956e-05 5.75722e-05 5.13518e-05
threshold=0.080455000000000013 0.091545000000000015 -0.18901999999999997 0.11293500000000002 0.10097500000000002 0.092235000000000025 1.0000000180025095e-35 -0.016799999999999995 -0.099734999999999976
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 3 -3 4 5 6 -1 8 -8
right_child=-2 2 -4 -5 -6 -7 7 -9 -10
leaf_value=-0.00054139330633288043 -0.0004686265547787559 -0.00025143098890524325 0.00089167714416066985 0.000381941428275459 -0.00057784433400355072 0.00039664695269306366 7.1597194424997124e-05 0.00025591592981057305 -0.00054680056300905947
leaf_weight=0.0012712902885645919 0.0010148669789748878 0.0010029018847919069 0.0013292280783450466 0.001302488652157245 0.0011964806462520586 0.0011547961735535192 0.0010030944400095149 0.0015211720439435136 0.0010637793931302713
leaf_count=909 189 48 314 353 222 300 121 441 224
internal_value=0 3.58121e-05 0.000400098 -6.39827e-05 -0.000144532 -5.83269e-05 -0.000166449 -3.36017e-05 -0.00024668
internal_weight=0 0.0108452 0.00233213 0.0085131 0.00721061 0.00601413 0.00485934 0.00358805 0.00206687
internal_count=3121 2932 362 2570 2217 1995 1695 786 345
is_linear=0
shrinkage=0.00196078


Tree=5137
num_leaves=9
num_cat=0
split_feature=474 160 133 43 16 3 0 0
split_gain=4.189e-05 7.11112e-05 8.55383e-05 6.45016e-05 9.84691e-05 7.46926e-05 6.97451e-05 0.000121083
threshold=0.083855000000000013 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.088704999999999992 -0.013024999999999998 -0.074084999999999998 -0.10011499999999998 -0.20211999999999997
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 -4 -5 7 -7
right_child=-2 2 3 5 -6 6 -8 -9
leaf_value=-0.00042707630497463049 0.00037019546235650196 -0.000440995286972929 -0.00061847844935593017 0.00059661891500113924 0.00021244669714723789 -0.00010170124625666642 -0.00030761412398062264 0.0007445372046249669
leaf_weight=0.0016213121239940656 0.0010017340250606686 0.001320345905076529 0.0010460680602912063 0.0014465712783750398 0.0011523607345912371 0.0015459672381513689 0.0012469219025427413 0.0011217588367158624
leaf_count=704 379 707 200 462 155 102 291 121
internal_value=0 -4.94605e-05 1.94847e-05 9.99107e-05 -0.000182929 0.000215892 7.52031e-05 0.000254136
internal_weight=0 0.0105013 0.00887999 0.00755965 0.00219843 0.00536122 0.00391465 0.00266773
internal_count=3121 2742 2038 1331 355 976 514 223
is_linear=0
shrinkage=0.00196078


Tree=5138
num_leaves=8
num_cat=0
split_feature=157 160 133 43 3 0 0
split_gain=1.85324e-05 4.43134e-05 6.34702e-05 4.77981e-05 7.65028e-05 5.61562e-05 7.80909e-05
threshold=-0.072409999999999988 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.088704999999999992 -0.074084999999999998 -0.10011499999999998 -0.23001499999999997
decision_type=2 2 2 2 2 2 2
left_child=-1 -2 -3 -4 -5 6 -6
right_child=1 2 3 4 5 -7 -8
leaf_value=0.012506090113126759 -0.018387773726638659 -0.020213426130168112 -0.0082792980374914761 0.031576076255327677 -0.0078593560268749498 -0.015987143161122878 0.029014234325934349
leaf_weight=0.0010510691363110258 0.0013287220606932283 0.00115548391414698 0.001872715163473245 0.0012694041416628438 0.0010872596026367809 0.0010831757031808708 0.0012174579583702138
leaf_count=423 677 711 350 449 78 293 140
internal_value=0 -0.00152525 0.00139006 0.00521279 0.010638 0.00279276 0.011619
internal_weight=0 0.00901422 0.0076855 0.00653001 0.0046573 0.00338789 0.00230472
internal_count=3121 2698 2021 1310 960 511 218
is_linear=0
shrinkage=0.1


Tree=5139
num_leaves=7
num_cat=0
split_feature=484 0 13 52 4 15
split_gain=1.94517e-05 3.13144e-05 4.54928e-05 5.4116e-05 5.66203e-05 7.72941e-05
threshold=0.085515000000000022 -0.019414999999999998 0.021350000000000004 0.070205000000000017 0.0061450000000000003 -0.095869999999999983
decision_type=2 2 2 2 2 2
left_child=1 2 3 4 -1 -6
right_child=-2 -3 -4 -5 5 -7
leaf_value=-0.022216045691750536 0.012937216629410948 0.0094924725318254743 -0.024166374981675037 0.016494103260056122 -0.013824631922237585 0.017670156393710543
leaf_weight=0.001526892430826023 0.0010340432575809697 0.0019990821760448117 0.0010246186773468094 0.0013219779733627396 0.001624542501309151 0.0014975665181300095
leaf_count=904 341 309 304 744 246 273
internal_value=0 -0.00154516 -0.00469931 -0.00135876 -0.00643536 0.00128232
internal_weight=0 0.00899468 0.0069956 0.00597098 0.004649 0.00312211
internal_count=3121 2780 2471 2167 1423 519
is_linear=0
shrinkage=0.1


Tree=5140
num_leaves=10
num_cat=0
split_feature=0 52 16 0 2 1 48 0 1
split_gain=4.02568e-05 5.67045e-05 7.59801e-05 8.75588e-05 6.80674e-05 0.000121905 0.000114906 0.000112326 2.69239e-05
threshold=0.15398500000000004 0.15915500000000002 0.26676500000000009 -0.077999999999999986 0.089775000000000008 0.11061500000000002 0.084170000000000009 -0.10607499999999999 0.08864000000000001
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 7 6 -6 -1 -5
right_child=-2 -3 -4 8 5 -7 -8 -9 -10
leaf_value=0.00012348579874507637 0.0003574663488359718 -0.00048654451998389995 -0.00050169942583790355 0.00019759843015608591 -7.0729570154907546e-05 -0.00036753411000164444 0.00082973825518411917 -0.00068542855403462056 0.00062962089987135517
leaf_weight=0.0012773287923761275 0.0010472247213551252 0.00101310982694421 0.0010251930107519807 0.0012074525999890551 0.0010359477666032628 0.0012365716230521022 0.0011492774659164727 0.0013655662075301178 0.0010257573709039514
leaf_count=149 60 360 356 272 271 160 142 1007 344
internal_value=0 -4.59795e-05 1.89521e-06 6.41136e-05 -5.81103e-05 0.000124451 0.000402854 -0.000294475 0.000396035
internal_weight=0 0.0103362 0.00932309 0.0082979 0.00606469 0.0034218 0.00218523 0.00264289 0.00223321
internal_count=3121 3061 2701 2345 1729 573 413 1156 616
is_linear=0
shrinkage=0.00196078


Tree=5141
num_leaves=8
num_cat=0
split_feature=1 4 47 15 1 2 47
split_gain=1.79089e-05 5.73019e-05 4.10866e-05 6.16551e-05 4.79752e-05 4.16728e-05 2.77074e-05
threshold=0.077565000000000009 -0.082109999999999975 0.087235000000000021 0.035560000000000008 0.11181500000000001 0.089775000000000008 0.11069000000000002
decision_type=2 2 2 2 2 2 2
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right_child=2 -3 6 -5 -6 -7 -8
leaf_value=0.0062965534857403809 0.0095792450173429189 -0.019936750220996707 -0.018723378747164718 -0.01214815744527859 -0.0013075563869243991 0.037390773352651861 0.0030956473449801156
leaf_weight=0.0017719636906271309 0.0010261894992129872 0.0015707514800357327 0.0011614183828747287 0.0010725223183632787 0.0011219617879026011 0.0011342970835294848 0.0011666004255163939
leaf_count=424 228 1212 152 397 310 250 148
internal_value=0 -0.00603055 0.0029346 0.00866738 0.0154687 0.0241808 -0.00778958
internal_weight=0 0.00334272 0.00668299 0.00435497 0.00328245 0.00216049 0.00232802
internal_count=3121 1636 1485 1185 788 478 300
is_linear=0
shrinkage=0.1


Tree=5142
num_leaves=9
num_cat=0
split_feature=14 49 47 15 43 52 16 4
split_gain=7.4314e-05 5.59945e-05 9.51693e-05 8.91514e-05 6.80254e-05 0.00011822 0.000111866 7.57167e-05
threshold=-0.074569999999999984 0.10542000000000001 0.096175000000000024 -0.095244999999999982 -0.17390999999999998 0.090245000000000006 -0.083134999999999987 -0.034939999999999992
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 -5 6 -6 -8
right_child=1 -3 -4 4 5 -7 7 -9
leaf_value=-0.00051689881087284544 0.0005251194999823564 0.00046627719217774515 -0.00044250821629715877 0.00041865278270294162 0.00041795503689724662 -0.00055869280370198459 -0.00054291787722869622 0.00017814161757395884
leaf_weight=0.0010083269851925312 0.0014209744684781905 0.0010662493558003137 0.0016131936217105318 0.0011632640531691026 0.0019296091786497722 0.0015776172937723822 0.0012666443455944571 0.0010034608603310523
leaf_count=149 322 274 211 154 475 494 587 455
internal_value=0 3.91868e-05 -6.46688e-06 7.76584e-05 -1.39521e-05 -0.000101057 7.08534e-05 -0.000224186
internal_weight=0 0.011041 0.00997476 0.00836157 0.0069406 0.00577733 0.00419971 0.00227011
internal_count=3121 2972 2698 2487 2165 2011 1517 1042
is_linear=0
shrinkage=0.00196078


Tree=5143
num_leaves=7
num_cat=0
split_feature=133 160 52 13 4 16
split_gain=1.75705e-05 3.39663e-05 4.16639e-05 3.83995e-05 2.43812e-05 9.90666e-05
threshold=-0.085499999999999979 -1.0000000180025095e-35 0.10347000000000002 -0.084034999999999985 0.0061450000000000003 -0.094359999999999986
decision_type=2 2 2 2 2 2
left_child=-1 -2 3 -3 -5 -6
right_child=1 2 -4 4 5 -7
leaf_value=0.011233345740160685 -0.013387807242357684 0.011821324418857297 0.018159705249236803 -0.015820648751404928 -0.023141137428239294 0.017770517191608031
leaf_weight=0.0012125511018709614 0.001915284761560429 0.001483569685866804 0.0012531524379949914 0.0017686722262374322 0.001062247659041738 0.0013366609318484885
leaf_count=488 866 364 171 903 192 137
internal_value=0 -0.00160516 0.0016634 -0.00199468 -0.00691288 -0.00034535
internal_weight=0 0.00881959 0.0069043 0.00565115 0.00416758 0.00239891
internal_count=3121 2633 1767 1596 1232 329
is_linear=0
shrinkage=0.1


Tree=5144
num_leaves=10
num_cat=0
split_feature=484 42 4 403 47 16 0 51 0
split_gain=0.000155346 0.000102278 9.18814e-05 9.78643e-05 0.000106474 0.000117606 0.0001593 0.000137481 0.000100235
threshold=-1.0000000180025095e-35 0.10256000000000001 0.27044500000000005 0.03138500000000001 0.09550500000000002 -0.014034999999999997 -0.055064999999999996 0.081440000000000026 -0.10224499999999999
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 7 -7 8 -2
right_child=1 -3 -4 -5 -6 6 -8 -9 -10
leaf_value=-0.00073765021261558037 -0.0011268645501244638 -0.00054609131142346109 0.00054490502045866389 0.00054620748973494612 0.00042641493291613086 0.0006596946757654673 -0.00026965344082408542 0.00014929090333749018 -0.000303735376256437
leaf_weight=0.001048619141645891 0.0010549498885024204 0.0010088955197936093 0.001570864812590402 0.0012249992109704079 0.0014645200724098997 0.0012466511214949377 0.0016445897922257298 0.0011442770571602335 0.0012342011842278113
leaf_count=515 99 310 287 266 158 435 236 207 608
internal_value=0 5.04344e-05 0.000107291 3.10301e-05 -4.99915e-05 -0.000160307 0.000131065 -0.000405666 -0.000683073
internal_weight=0 0.0115939 0.0105851 0.00901419 0.00778919 0.00632467 0.00289124 0.00343343 0.00228915
internal_count=3121 2606 2296 2009 1743 1585 671 914 707
is_linear=0
shrinkage=0.00196078


Tree=5145
num_leaves=9
num_cat=0
split_feature=4 0 0 1 52 52 0 47
split_gain=5.20199e-05 8.57901e-05 4.48303e-05 4.54326e-05 6.32061e-05 8.17371e-05 7.69284e-05 0.000125332
threshold=-0.49405499999999997 -1.0000000180025095e-35 -0.053834999999999994 0.077565000000000009 -0.081429999999999989 -0.0064899999999999992 -0.10607499999999999 0.077555000000000013
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 -5 -6 7 -7
right_child=1 -3 -4 4 5 6 -8 -9
leaf_value=-0.00042627733311158901 -0.00024433915600358076 0.00052401528315536674 -0.00038565202777230328 0.00053099551877122382 -0.00042314422480588596 0.00082648310633024488 -0.00018238494294083889 -8.279694697928863e-05
leaf_weight=0.0010333689715818157 0.0018837647959684227 0.0012184528192334667 0.0011843720253527082 0.001094529982693662 0.0012548055702861893 0.0011823457783844676 0.0015774639400013635 0.00114936511244558
leaf_count=156 1478 186 186 215 190 167 457 86
internal_value=0 3.47082e-05 -2.9216e-05 2.26311e-05 0.000102987 1.22687e-05 0.000152032 0.000378274
internal_weight=0 0.0105451 0.00932665 0.00814228 0.00625851 0.00516398 0.00390917 0.00233171
internal_count=3121 2965 2779 2593 1115 900 710 253
is_linear=0
shrinkage=0.00196078


Tree=5146
num_leaves=8
num_cat=0
split_feature=15 151 43 13 43 16 16
split_gain=3.86149e-05 6.40827e-05 5.94688e-05 0.000104177 5.16348e-05 7.44596e-05 9.17504e-05
threshold=-0.24436499999999997 -0.086944999999999981 -0.084004999999999982 0.19762500000000002 0.016310000000000002 -0.056919999999999991 -0.18708499999999997
decision_type=2 2 2 2 2 2 2
left_child=-1 -2 3 -3 5 6 -4
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leaf_value=0.00036363448083897275 0.00042260241440849467 0.00046105548391513234 -0.00057326737700527826 -0.00033806254637504718 7.1800523491182447e-05 -0.00062258844213866507 0.00016316461442632361
leaf_weight=0.0010093218492557713 0.0010419083268191588 0.0016474603581354882 0.0010284028579079897 0.0010127753061021007 0.0020005201932548873 0.0017561588225350529 0.0017697352068065195
leaf_count=253 248 480 131 112 422 785 690
internal_value=0 -3.83169e-05 -9.04312e-05 0.000156824 -0.000190778 -0.000306119 -0.000107497
internal_weight=0 0.010257 0.00921505 0.00266024 0.00655482 0.0045543 0.00279814
internal_count=3121 2868 2620 592 2028 1606 821
is_linear=0
shrinkage=0.00196078


Tree=5147
num_leaves=9
num_cat=0
split_feature=1 16 43 47 15 48 160 47
split_gain=1.7082e-05 5.32014e-05 6.28078e-05 3.72388e-05 5.26321e-05 5.17439e-05 6.00919e-05 2.23927e-05
threshold=0.077565000000000009 0.19444000000000003 -0.014584999999999999 0.087235000000000021 0.035560000000000008 0.086035000000000014 -1.0000000180025095e-35 0.11069000000000002
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 6 -2 -5
right_child=3 -3 -4 7 -6 -7 -8 -9
leaf_value=-0.030991309712500237 0.0083276960558881213 0.013423462839879078 0.001624865557695612 -0.017078593202427536 -0.010869774549601523 -0.0031297352170580085 0.041520290857208764 0.0024503957108787723
leaf_weight=0.0011376164517754349 0.0011997166824978052 0.0010026331505086292 0.0012273975999586469 0.0011746432028549275 0.0010804107046687552 0.0011019673102562969 0.0010000914651768903 0.00117394164306274
leaf_count=824 258 196 616 152 397 169 361 148
internal_value=0 -0.00588038 -0.0140641 0.00284331 0.00828862 0.0145577 0.0234179 -0.00731702
internal_weight=0 0.00336765 0.00236501 0.00673077 0.00438219 0.00330178 0.00219981 0.00234858
internal_count=3121 1636 1440 1485 1185 788 619 300
is_linear=0
shrinkage=0.1


Tree=5148
num_leaves=7
num_cat=0
split_feature=11 48 2 42 13 1
split_gain=1.80305e-05 4.11442e-05 6.2329e-05 5.38123e-05 5.20017e-05 7.4638e-05
threshold=0.078340000000000007 0.091545000000000015 0.11293500000000002 -0.088669999999999985 -0.094514999999999988 0.086560000000000012
decision_type=2 2 2 2 2 2
left_child=1 2 3 -1 -5 -6
right_child=-2 -3 -4 4 5 -7
leaf_value=0.013189034182159436 -0.012651618475365674 0.014436993841343554 0.019551631242074801 0.0058605884514440999 -0.00088841517563851636 -0.030259206230496317
leaf_weight=0.001161956869511916 0.0010214583606764421 0.0019014359296913386 0.0011195029627044774 0.0013561966220161565 0.0015578136198417074 0.0019461144151101564
leaf_count=318 208 357 353 193 1076 616
internal_value=0 0.00136464 -0.00211585 -0.00614383 -0.0107659 -0.0172012
internal_weight=0 0.00904302 0.00714158 0.00602208 0.00486012 0.00350393
internal_count=3121 2913 2556 2203 1885 1692
is_linear=0
shrinkage=0.1


Tree=5149
num_leaves=8
num_cat=0
split_feature=1 4 3 151 1 1 16
split_gain=1.79517e-05 4.56697e-05 3.8316e-05 4.46163e-05 9.93829e-05 9.38664e-05 2.86789e-05
threshold=0.077565000000000009 -0.082109999999999975 0.097915000000000016 -0.016164999999999995 0.10937500000000001 0.090840000000000018 -0.061854999999999993
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 -2 5 -5 -4
right_child=2 -3 6 4 -6 -7 -8
leaf_value=0.0049924274017005502 0.026357872430470206 -0.01838544612300835 0.0029022599944849591 0.011624989538387975 0.02679323890093975 -0.029163367475184339 -0.019802438656373711
leaf_weight=0.0017732732119911095 0.0010471283269755101 0.0015803715042375904 0.0011865489166551771 0.0010944025851477098 0.0011420375435128639 0.0011646042227589268 0.0010474256294414341
leaf_count=424 232 1212 185 316 277 362 113
internal_value=0 -0.00602416 0.00294212 0.00830849 0.00275137 -0.00940297 -0.00774311
internal_weight=0 0.00335364 0.00668215 0.00444817 0.00340104 0.00225901 0.00223397
internal_count=3121 1636 1485 1187 955 678 298
is_linear=0
shrinkage=0.1


Tree=5150
num_leaves=10
num_cat=0
split_feature=52 157 160 133 12 4 151 2 16
split_gain=5.09796e-05 4.88178e-05 6.68989e-05 4.36211e-05 5.44364e-05 0.000103554 7.13552e-05 8.95276e-05 4.75611e-05
threshold=-0.26636999999999994 -0.072409999999999988 -1.0000000180025095e-35 -1.0000000180025095e-35 0.10193000000000001 -0.0029599999999999995 -0.0033899999999999994 0.096015000000000017 -0.073849999999999985
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 -4 5 8 -7 -8 -5
right_child=1 2 3 4 -6 6 7 -9 -10
leaf_value=-0.00041755114722575334 0.00041685869897563858 -0.00038378862347279458 -0.00028505200920184794 0.00083147109218972685 -0.00028457903031735087 -0.00042253436653007763 -0.00023551521524027273 0.00055825621438721916 0.00026514549050246232
leaf_weight=0.0010496344301420884 0.0011502116474733986 0.0015470513958003871 0.0011812675920373208 0.0010360550285002999 0.0010568609182826146 0.0011258004469516534 0.0010318105422193317 0.0011609691334409688 0.0012678076521398822
leaf_count=354 330 669 668 235 157 135 137 141 295
internal_value=0 3.55449e-05 -1.1076e-05 6.22782e-05 0.000123705 0.000200451 -2.12676e-05 0.000184748 0.000519824
internal_weight=0 0.0105578 0.00940762 0.00786057 0.0066793 0.00562244 0.00331858 0.00219278 0.00230386
internal_count=3121 2767 2437 1768 1100 943 413 278 530
is_linear=0
shrinkage=0.00196078


Tree=5151
num_leaves=8
num_cat=0
split_feature=47 16 43 16 16 12 0
split_gain=1.78535e-05 4.52676e-05 5.26495e-05 8.44997e-05 9.49044e-05 5.86209e-05 6.41692e-05
threshold=0.11893500000000001 -0.48836499999999994 -0.17390999999999998 0.22339500000000004 0.0065250000000000004 0.088365000000000013 -0.10224499999999999
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 6 -4
right_child=-2 2 3 -5 -6 -7 -8
leaf_value=0.017888974122374855 -0.012620591207284005 0.017958863406085282 -0.010582930761062868 -0.030943773078293119 0.024259589847138142 -0.026532854582917865 0.020156297345911647
leaf_weight=0.0014001839711118222 0.0010157765779393911 0.0011579970509046434 0.0019710986706369242 0.0010645362598563114 0.0012323764376699943 0.0011506283995281717 0.0010360727703407073
leaf_count=248 115 185 262 377 295 793 846
internal_value=0 0.00136408 -0.0016753 -0.00519774 -0.000113005 -0.00733707 7.7781e-06
internal_weight=0 0.00901289 0.00761271 0.00645471 0.00539018 0.0041578 0.00300717
internal_count=3121 3006 2758 2573 2196 1901 1108
is_linear=0
shrinkage=0.1


Tree=5152
num_leaves=9
num_cat=0
split_feature=48 0 3 3 51 49 12 2
split_gain=3.87575e-05 8.56494e-05 4.44823e-05 6.05583e-05 6.1515e-05 5.99007e-05 5.61596e-05 6.22269e-05
threshold=0.11951500000000001 -0.17169499999999996 0.13524500000000003 0.076840000000000006 -0.063174999999999995 -0.026779999999999995 0.092255000000000018 0.086885000000000004
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 -6 7 -7
right_child=-2 2 -4 -5 5 6 -8 -9
leaf_value=0.00042008678369076107 -0.00037454492123924996 0.00039073008427738276 0.00031984353580473824 -0.0005484487711741677 0.00029552623743547233 -0.000426640151515129 -0.00061505976343637688 0.00013095930724613843
leaf_weight=0.0017709940337510563 0.0010109052810001228 0.0010766714728323648 0.0010697344226860703 0.0010324615349432409 0.0010528458788920591 0.001298516075395119 0.0010718015655385551 0.0018886419364126509
leaf_count=165 114 455 143 96 229 744 646 529
internal_value=0 2.78524e-05 -5.39603e-05 -0.000107844 -3.6637e-05 -0.000123262 -0.000226789 -9.62186e-05
internal_weight=0 0.0102617 0.00849067 0.00742094 0.00638848 0.00531181 0.00425896 0.00318716
internal_count=3121 3007 2842 2699 2603 2148 1919 1273
is_linear=0
shrinkage=0.00196078


Tree=5153
num_leaves=8
num_cat=0
split_feature=11 48 2 52 13 15 15
split_gain=1.71013e-05 3.28534e-05 5.58969e-05 5.63856e-05 6.97228e-05 6.88967e-05 3.91916e-05
threshold=0.078340000000000007 0.091545000000000015 0.11293500000000002 0.090245000000000006 -0.0034749999999999994 0.024640000000000006 -0.095244999999999982
decision_type=2 2 2 2 2 2 2
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right_child=-2 -3 -4 -5 6 -7 -8
leaf_value=-0.0040196978922664951 -0.012370290451797251 0.013028007999112868 0.018798015876809765 -0.022207371556574762 0.0030325180150608602 0.032321604708007996 -0.022898572535662715
leaf_weight=0.0010897522643870507 0.0010133761701154138 0.0018957459389934367 0.0011122785510819817 0.0015258735007189651 0.0010281412962237294 0.0010007269572056142 0.00134571625859701
leaf_count=671 208 357 353 548 65 516 403
internal_value=0 0.00133229 -0.00178944 -0.00561218 5.99197e-05 0.0133771 -0.0116676
internal_weight=0 0.00899823 0.00710249 0.00599021 0.00446434 0.00209048 0.00237386
internal_count=3121 2913 2556 2203 1655 1187 468
is_linear=0
shrinkage=0.1


Tree=5154
num_leaves=8
num_cat=0
split_feature=484 457 1 4 12 42 2
split_gain=1.68646e-05 2.61126e-05 5.24603e-05 5.25503e-05 7.39693e-05 8.13315e-05 2.44677e-05
threshold=0.084040000000000017 0.045365000000000009 0.12500000000000003 -0.082109999999999975 0.090840000000000018 1.0000000180025095e-35 0.095545000000000005
decision_type=2 2 2 2 2 2 2
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right_child=-2 -3 -4 4 -6 -7 -8
leaf_value=0.017060924318966501 0.011634242337273235 0.012764567506598655 0.01568818779447995 -0.016353555407929699 -0.032366695973595948 0.018697064292380574 -0.0040939899756700718
leaf_weight=0.0010007740315642298 0.0010994280169937662 0.0011219054148946398 0.0011976706532060306 0.0019518715066980444 0.0014008136698008518 0.0010017900318191862 0.0012050546035149486
leaf_count=490 368 226 224 334 752 562 165
internal_value=0 -0.00149536 -0.00355754 -0.0070711 -0.0134412 -0.00446548 0.00550389
internal_weight=0 0.00887988 0.00775797 0.0065603 0.00435448 0.00295366 0.00220583
internal_count=3121 2753 2527 2303 1648 896 655
is_linear=0
shrinkage=0.1


Tree=5155
num_leaves=9
num_cat=0
split_feature=14 15 16 160 12 4 13 13
split_gain=4.80248e-05 6.23808e-05 4.02821e-05 8.792e-05 8.45141e-05 6.54929e-05 7.57549e-05 0.000128342
threshold=-1.0000000180025095e-35 -0.10653 -0.094359999999999986 -0.081969999999999987 0.088930000000000023 0.0061450000000000003 -0.074044999999999986 0.0076650000000000008
decision_type=2 2 2 2 2 2 2 2
left_child=-1 -2 4 -4 -3 6 -5 -8
right_child=1 2 3 5 -6 -7 7 -9
leaf_value=-0.00040793191076321972 0.00039258431190631032 -0.00056251209107155062 0.00055093857335895965 0.00013441231499943741 0.00017401262726052515 0.00025323092307055187 -0.00095124222232487838 2.9170376465526759e-05
leaf_weight=0.0010556610816344842 0.001558831061130886 0.0013973570789495805 0.0011088782424207204 0.0014292275634873322 0.001048371542608945 0.001744148479582115 0.001011063407487262 0.0010428208233139696
leaf_count=161 388 253 396 549 170 206 707 291
internal_value=0 3.11127e-05 -3.30505e-05 4.94552e-05 -0.000246798 -5.69263e-05 -0.000212236 -0.000453456
internal_weight=0 0.0103407 0.00878187 0.00633614 0.00244573 0.00522726 0.00348311 0.00205388
internal_count=3121 2960 2572 2149 423 1753 1547 998
is_linear=0
shrinkage=0.00196078


Tree=5156
num_leaves=8
num_cat=0
split_feature=47 43 16 2 1 3 0
split_gain=1.5556e-05 4.16729e-05 8.7208e-05 5.97434e-05 0.000135121 5.86183e-05 0.000105752
threshold=0.11893500000000001 -0.17390999999999998 0.22339500000000004 0.099185000000000009 0.11181500000000001 -0.078934999999999991 -0.10224499999999999
decision_type=2 2 2 2 2 2 2
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right_child=-2 2 -4 4 -6 6 -8
leaf_value=0.018743110076117106 -0.011783190898459205 -0.019695437343886651 -0.028277516778715119 0.034155166441164883 -0.012179063296725249 -0.012712816045380666 0.028503494903252238
leaf_weight=0.0011851661414270234 0.0010155589497989155 0.0015945127250949157 0.0010440569601114311 0.0015002559974382542 0.0010842633718610387 0.0014693285205883352 0.0010801375560084937
leaf_count=202 115 1246 377 355 205 167 454
internal_value=0 0.00127603 -0.00138737 0.00278516 0.0147169 -0.00465645 0.00474938
internal_weight=0 0.00895772 0.00777256 0.0067285 0.00258452 0.00414398 0.00254947
internal_count=3121 3006 2804 2427 560 1867 621
is_linear=0
shrinkage=0.1


Tree=5157
num_leaves=8
num_cat=0
split_feature=157 160 133 151 16 0 1
split_gain=1.75383e-05 3.97507e-05 6.00802e-05 4.16307e-05 4.83322e-05 5.31251e-05 5.19075e-05
threshold=-0.072409999999999988 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.0083949999999999979 -0.056919999999999991 -0.019414999999999998 0.089770000000000016
decision_type=2 2 2 2 2 2 2
left_child=-1 -2 -3 -4 6 -6 -5
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leaf_value=0.012190523717554171 -0.017605514203926958 -0.019818665414144919 -0.01215552716724186 -0.0003322264066966781 -0.018731196053955217 0.011760646046998884 0.027200190981668905
leaf_weight=0.0010476428392651302 0.0013055317689207955 0.0011447254424047639 0.0011541402950726986 0.0010721632197334965 0.0010442890453879416 0.0012617850934209846 0.0018951549735139225
leaf_count=423 677 711 269 319 318 117 287
internal_value=0 -0.0014902 0.00128824 0.00504732 0.00881235 -0.00204736 0.0172521
internal_weight=0 0.00887779 0.00757226 0.00642753 0.00527339 0.00230607 0.00296732
internal_count=3121 2698 2021 1310 1041 435 606
is_linear=0
shrinkage=0.1


Tree=5158
num_leaves=8
num_cat=0
split_feature=484 457 1 403 15 2 13
split_gain=1.77631e-05 2.45817e-05 4.94414e-05 4.31796e-05 5.80342e-05 8.27741e-05 4.97131e-05
threshold=0.084040000000000017 0.045365000000000009 0.12500000000000003 0.03138500000000001 0.035560000000000008 0.10912000000000001 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 -1
right_child=-2 -3 -4 -5 -6 -7 -8
leaf_value=-0.028692235530928159 0.011958496696376705 0.012307838669499206 0.015175764583907694 0.012001963501477385 -0.029659230306667523 0.016275224304038449 -0.0026373605375291983
leaf_weight=0.0013104362362208652 0.0010969281658427107 0.0011193279523292682 0.001190750967353724 0.0010104906472454926 0.0012264565009226843 0.0012814611807536926 0.0016599051421124339
leaf_count=608 368 226 224 297 877 280 241
internal_value=0 -0.00153678 -0.00355471 -0.00699194 -0.0104955 -0.00496755 -0.0141321
internal_weight=0 0.00879883 0.0076795 0.00648875 0.00547826 0.0042518 0.00297034
internal_count=3121 2753 2527 2303 2006 1129 849
is_linear=0
shrinkage=0.1


Tree=5159
num_leaves=9
num_cat=0
split_feature=4 0 43 160 15 16 15 16
split_gain=4.633e-05 8.82552e-05 5.69027e-05 4.82511e-05 5.47325e-05 9.57567e-05 8.39103e-05 5.34074e-05
threshold=-0.49013999999999996 -1.0000000180025095e-35 -0.24021999999999996 0.041220000000000007 -0.0063699999999999989 -0.056919999999999991 0.088655000000000025 -0.44310499999999992
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 7 -6 -4
right_child=1 -3 3 -5 6 -7 -8 -9
leaf_value=-0.00040278773593937448 -0.00046287548402600766 0.00053412414215607714 -8.3620608781550984e-05 -0.00028156943004149174 0.00060799133342115939 -0.00043534994250945912 -0.0001011448450047329 0.00051059367583429971
leaf_weight=0.0010249613465732705 0.0010412962111992904 0.0012002663893718917 0.0012241810508591968 0.0015937766297841249 0.0015582074633849567 0.0015082841857273722 0.0010904932935441021 0.0011077654271926275
leaf_count=169 153 173 185 408 537 587 543 366
internal_value=0 3.42921e-05 -3.1461e-05 2.41181e-05 9.91995e-05 -5.03564e-05 0.000316034 0.000198654
internal_weight=0 0.0103243 0.009124 0.00808271 0.00648893 0.00384023 0.0026487 0.00233195
internal_count=3121 2952 2779 2626 2218 1138 1080 551
is_linear=0
shrinkage=0.00196078


Tree=5160
num_leaves=7
num_cat=0
split_feature=47 4 4 3 13 43
split_gain=1.5557e-05 4.0199e-05 5.87435e-05 4.09407e-05 3.99243e-05 3.32266e-05
threshold=0.11893500000000001 0.24564500000000003 0.055260000000000011 0.10299500000000002 -0.033284999999999988 -0.013819999999999997
decision_type=2 2 2 2 2 2
left_child=1 2 3 4 -1 -6
right_child=-2 -3 -4 -5 5 -7
leaf_value=-0.016762960469662452 -0.01179726383886226 0.014622524664123599 -0.02291057478852436 0.017923018131920591 0.015469183298204809 -0.0048746517937259424
leaf_weight=0.001370990339054507 0.0010109836387186015 0.0018034431902405178 0.0011384132922390745 0.0012555115054233568 0.00136789726846948 0.001943427549149539
leaf_count=1206 115 397 233 122 521 527
internal_value=0 0.00129471 -0.002102 0.00188746 -0.0024123 0.00352932
internal_weight=0 0.00887968 0.00707624 0.00593783 0.00468232 0.00331132
internal_count=3121 3006 2609 2376 2254 1048
is_linear=0
shrinkage=0.1


Tree=5161
num_leaves=10
num_cat=0
split_feature=48 48 160 12 156 0 15 4 2
split_gain=6.50282e-05 8.43346e-05 5.68458e-05 7.19886e-05 5.32939e-05 8.47283e-05 0.000110838 0.000101841 3.77101e-05
threshold=0.11951500000000001 0.092475000000000016 0.086075000000000013 0.10711000000000002 0.084085000000000007 -0.10011499999999998 -0.045854999999999993 -0.0029599999999999995 0.093680000000000013
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 -1 8 -7
right_child=-2 -3 -4 -5 -6 7 -8 -9 -10
leaf_value=8.1798064233448156e-05 -0.00048396691542726839 0.00049642308537889933 -0.00047460936040301708 -0.00043362245510072391 -0.00032022562979686168 -1.9078813342754125e-05 0.00092868829362839861 -0.00049794717429013245 0.00045307230040714361
leaf_weight=0.0013784258027372638 0.0010304671850709908 0.001317224242739082 0.0010025615445913199 0.0011634670289044783 0.0010357978868258226 0.0014443224483307964 0.0010442641646097105 0.0011897072947807483 0.0011830996408539877
leaf_count=171 114 251 299 232 383 982 131 343 215
internal_value=0 3.16475e-05 -3.31943e-05 1.92457e-05 9.16653e-05 0.000160038 0.000446837 -2.19897e-05 0.000193526
internal_weight=0 0.0107589 0.00944165 0.00843908 0.00727562 0.00623982 0.00242269 0.00381713 0.00262742
internal_count=3121 3007 2756 2457 2225 1842 302 1540 1197
is_linear=0
shrinkage=0.00196078


Tree=5162
num_leaves=8
num_cat=0
split_feature=474 160 133 0 1 4 2
split_gain=6.38469e-05 9.23025e-05 6.6799e-05 5.95239e-05 8.61864e-05 9.72792e-05 7.07892e-05
threshold=0.084660000000000027 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.18113999999999997 0.10920500000000001 -0.0029599999999999995 0.10097500000000002
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -3 -4 5 6 -5
right_child=-2 2 3 4 -6 -7 -8
leaf_value=-0.00046872696812706526 0.00046618001571612259 -0.00037759138105959749 -0.0002250290403261997 0.00052886061750956478 0.00056647996567007629 -0.00031808128522939729 -0.00013185638108746347
leaf_weight=0.0017153755469376001 0.0010007758298297446 0.0013383216089414398 0.0017220959814110487 0.0016516423513634193 0.0016745837685910479 0.0017308134332203436 0.0010014609674633516
leaf_count=736 344 707 118 521 287 247 161
internal_value=0 -5.14463e-05 2.7049e-05 9.66503e-05 0.000188086 4.35456e-05 0.000279461
internal_weight=0 0.0108343 0.00911892 0.0077806 0.0060585 0.00438392 0.0026531
internal_count=3121 2777 2041 1334 1216 929 682
is_linear=0
shrinkage=0.00196078


Tree=5163
num_leaves=7
num_cat=0
split_feature=15 151 160 2 0 52
split_gain=1.6531e-05 3.41693e-05 4.1936e-05 6.27277e-05 5.53048e-05 9.10501e-05
threshold=-0.11713499999999999 -0.077429999999999985 0.041220000000000007 0.10097500000000002 -0.10011499999999998 0.08976000000000002
decision_type=2 2 2 2 2 2
left_child=-1 -2 3 4 -3 -6
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leaf_weight=0.0017278912946601241 0.0011246590888625086 0.0013717348896266895 0.0013137595287213066 0.0016868396429123786 0.0016331596623101957 0.0010768147186277074
leaf_count=484 390 154 283 441 973 396
internal_value=0 0.00181502 -0.000756259 0.00291598 0.00961964 0.00133807
internal_weight=0 0.00820697 0.00708231 0.00576855 0.00408171 0.00270997
internal_count=3121 2637 2247 1964 1523 1369
is_linear=0
shrinkage=0.1


Tree=5164
num_leaves=8
num_cat=0
split_feature=133 160 42 0 1 2 2
split_gain=1.53995e-05 3.6704e-05 3.60164e-05 4.25231e-05 9.56803e-05 3.99403e-05 4.60122e-05
threshold=-0.085499999999999979 -0.079874999999999988 -1.0000000180025095e-35 -0.18113999999999997 0.10920500000000001 0.10097500000000002 0.086885000000000004
decision_type=2 2 2 2 2 2 2
left_child=-1 -2 -3 -4 5 6 -5
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leaf_count=488 593 529 138 423 329 268 353
internal_value=0 -0.00151167 0.00135299 0.00446936 0.00942749 0.000888913 0.00932437
internal_weight=0 0.00870882 0.00728948 0.00609203 0.00450532 0.00335392 0.00209944
internal_count=3121 2633 2040 1511 1373 1044 776
is_linear=0
shrinkage=0.1


Tree=5165
num_leaves=8
num_cat=0
split_feature=484 457 1 4 12 3 0
split_gain=1.60762e-05 2.37432e-05 4.35625e-05 4.61578e-05 6.40023e-05 6.87074e-05 2.08974e-05
threshold=0.084040000000000017 0.045365000000000009 0.12500000000000003 -0.082109999999999975 0.090840000000000018 -0.045649999999999989 0.11070500000000001
decision_type=2 2 2 2 2 2 2
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right_child=-2 -3 -4 4 -6 -7 -8
leaf_value=0.014586866668319041 0.011346708663553284 0.01212718167351994 0.014168451025895624 0.015609483641097181 -0.030512153541850676 -0.016171913078757365 -0.0049722009260318861
leaf_weight=0.0011297476904627169 0.001101176527170125 0.0011200383975151244 0.0011846888982567812 0.0010845372763661563 0.0013739815000862621 0.0018247072582972259 0.0010576532415166422
leaf_count=539 368 226 224 635 752 261 116
internal_value=0 -0.00147166 -0.00346129 -0.00668907 -0.0127248 -0.00432413 0.00512966
internal_weight=0 0.00877535 0.00765532 0.00647063 0.00428323 0.00290924 0.0021874
internal_count=3121 2753 2527 2303 1648 896 655
is_linear=0
shrinkage=0.1


Tree=5166
num_leaves=7
num_cat=0
split_feature=13 403 12 3 4 2
split_gain=1.38803e-05 4.7228e-05 3.54481e-05 9.15755e-05 7.45004e-05 2.7866e-05
threshold=0.18141000000000002 0.03138500000000001 0.084100000000000022 0.0068900000000000012 0.09173000000000002 0.11215000000000001
decision_type=2 2 2 2 2 2
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right_child=-2 -3 4 5 -6 -7
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leaf_count=509 162 338 1548 213 175 176
internal_value=0 0.00137646 -0.0014523 0.00446533 -0.00941472 -0.00531974
internal_weight=0 0.00862219 0.00752316 0.00431573 0.00320743 0.00297383
internal_count=3121 2959 2621 898 1723 389
is_linear=0
shrinkage=0.1


Tree=5167
num_leaves=8
num_cat=0
split_feature=14 15 13 13 15 15 4
split_gain=4.91222e-05 5.97394e-05 4.38677e-05 0.000114714 5.70463e-05 9.12492e-05 7.60635e-05
threshold=-1.0000000180025095e-35 -0.10653 -0.095304999999999987 -0.033284999999999988 -0.037864999999999989 0.035560000000000008 -0.15464999999999998
decision_type=2 2 2 2 2 2 2
left_child=-1 -2 -3 -4 -5 6 -6
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leaf_value=-0.00041179659387249434 0.00038618999004152673 0.00022949608622784852 -0.00059898041185811027 -0.00026891866430950534 3.4351040937728546e-05 -0.00021402962954441873 0.00076294748731876481
leaf_weight=0.0010676601230937945 0.001540177507093613 0.0019196737710193406 0.0014342414638285972 0.0017323814642333131 0.0010544347831763828 0.0014815461238719147 0.0011535605013476829
leaf_count=161 388 233 1173 330 156 558 122
internal_value=0 3.00153e-05 -3.2494e-05 -0.000105849 2.45969e-05 0.000162414 0.000415004
internal_weight=0 0.010316 0.00877584 0.00685616 0.00542192 0.00368954 0.002208
internal_count=3121 2960 2572 2339 1166 836 278
is_linear=0
shrinkage=0.00196078


Tree=5168
num_leaves=8
num_cat=0
split_feature=0 1 15 3 2 15 47
split_gain=3.62608e-05 6.71039e-05 7.28507e-05 4.64672e-05 6.43125e-05 5.85246e-05 9.68901e-05
threshold=0.15398500000000004 0.077565000000000009 0.035560000000000008 0.10893000000000001 0.10467500000000002 -0.040439999999999997 0.086380000000000012
decision_type=2 2 2 2 2 2 2
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right_child=-2 3 -4 -5 -6 -7 -8
leaf_value=-0.00065166778128667737 0.00035360926262886718 0.00023785620303866845 -6.4509267804835505e-06 -0.00020492041726291477 0.00056779882661401574 0.00029947372488861568 -0.00054045453795863868
leaf_weight=0.0012350522382776577 0.0010081232918993854 0.0012127031966978469 0.0014778528519852911 0.0018922680641779936 0.0011321335915759415 0.0019274492563346561 0.0012475513473208454
leaf_count=816 60 211 776 241 295 532 190
internal_value=0 -3.63351e-05 -0.000300186 6.02372e-05 0.000151136 4.36275e-05 -0.000156811
internal_weight=0 0.010125 0.00271291 0.00741211 0.00551984 0.0043877 0.00246025
internal_count=3121 3061 1592 1469 1228 933 401
is_linear=0
shrinkage=0.00196078


Tree=5169
num_leaves=9
num_cat=0
split_feature=0 1 15 15 15 3 2 1
split_gain=4.28429e-05 6.44637e-05 7.21342e-05 4.96105e-05 0.000104316 9.1313e-05 9.63972e-05 2.06899e-05
threshold=0.15398500000000004 0.077565000000000009 0.088235000000000022 0.035560000000000008 -0.016799999999999995 0.097915000000000016 0.089885000000000007 0.10124500000000002
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 6 7 -3
right_child=-2 3 -4 -5 -6 -7 -8 -9
leaf_value=-0.00058368811175235798 0.00036889122616952965 0.00012640230732950661 4.87279612893951e-05 -0.00031539415752270444 0.00063699907408102275 -0.00034981892990369474 0.00062557975384729928 -0.00027018851827726961
leaf_weight=0.0015474078785804991 0.001051960999057828 0.0010229348283362959 0.0012564543086889576 0.0012127635757437595 0.0012035862821501622 0.0018698133978865463 0.0012345686013456561 0.0010003003127953517
leaf_count=1190 60 173 402 400 256 209 238 193
internal_value=0 -4.64385e-05 -0.000300293 4.79113e-05 0.000117504 -4.43546e-06 0.000193797 -6.96747e-05
internal_weight=0 0.0103478 0.00280386 0.00754397 0.0063312 0.00512762 0.0032578 0.00202324
internal_count=3121 3061 1592 1469 1069 813 604 366
is_linear=0
shrinkage=0.00196078


Tree=5170
num_leaves=7
num_cat=0
split_feature=0 1 47 13 3 4
split_gain=1.65515e-05 4.81122e-05 4.55131e-05 6.20186e-05 4.51933e-05 3.24626e-05
threshold=-0.060129999999999996 1.0000000180025095e-35 0.087235000000000021 -0.0025349999999999995 0.090900000000000009 -0.35136499999999998
decision_type=2 2 2 2 2 2
left_child=1 -1 3 -3 -5 -2
right_child=5 2 -4 4 -6 -7
leaf_value=-0.019004919643250177 -0.0046976450849133067 0.025519512936616046 -0.011797800062060566 -0.01752859769468211 0.011121201343950865 0.015377284699277953
leaf_weight=0.0014509511486280489 0.0015368776776037629 0.0012915572630927104 0.0017095579997301116 0.001018957145342371 0.0011978545951460973 0.0016927099835495141
leaf_count=1437 227 597 233 185 96 346
internal_value=0 -0.00289758 0.00158139 0.0081008 -0.00204767 0.00582414
internal_weight=0 0.00666888 0.00521793 0.00350837 0.00221681 0.00322959
internal_count=3121 2548 1111 878 281 573
is_linear=0
shrinkage=0.1


Tree=5171
num_leaves=9
num_cat=0
split_feature=0 1 15 14 0 52 43 16
split_gain=4.27074e-05 6.82692e-05 5.71725e-05 5.30252e-05 0.000108214 6.83537e-05 5.55248e-05 4.69484e-05
threshold=0.15398500000000004 0.077565000000000009 0.035560000000000008 -1.0000000180025095e-35 -0.10607499999999999 -0.0064899999999999992 -0.0024749999999999993 -0.5048999999999999
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 -1 -3 5 -5 -6 -7
right_child=-2 3 -4 4 6 7 -8 -9
leaf_value=-0.00061069469238235734 0.00036664537577439334 -0.00036135959537811363 -5.0107679137487851e-05 2.9823332439705391e-05 6.8499909270464406e-05 0.00027747978736494258 -0.00046598874087207351 0.00086906113777248479
leaf_weight=0.0012836271099566643 0.00107118258086352 0.0010347896308996072 0.0015369519714443875 0.0014996209447577999 0.001798794464515347 0.0010089859435144363 0.0012782791456647422 0.001055104440239844
leaf_count=816 60 158 776 168 565 114 355 109
internal_value=0 -4.43637e-05 -0.000305227 5.14971e-05 0.00011583 0.000348414 -0.000153538 0.000579879
internal_weight=0 0.0104962 0.00282058 0.00767557 0.00664078 0.00356371 0.00307707 0.00206409
internal_count=3121 3061 1592 1469 1311 391 920 223
is_linear=0
shrinkage=0.00196078


Tree=5172
num_leaves=8
num_cat=0
split_feature=13 3 1 4 160 16 4
split_gain=1.70799e-05 3.46553e-05 5.39489e-05 6.37095e-05 5.50058e-05 7.36615e-05 4.89985e-05
threshold=-0.23438999999999996 0.10893000000000001 1.0000000180025095e-35 -0.076229999999999978 -0.027994999999999996 -0.056919999999999991 0.053180000000000012
decision_type=2 2 2 2 2 2 2
left_child=-1 2 3 -2 -4 6 -6
right_child=1 -3 4 -5 5 -7 -8
leaf_value=0.011089088390788721 0.0023842602308953879 -0.016649285696163616 0.027191276023257063 -0.030244111970677445 -0.0033456263077235402 -0.018626430132734885 0.024031886833620536
leaf_weight=0.0012084134289623216 0.0014590481760400488 0.0013010219446229349 0.0010675833501595788 0.0010145469835827275 0.0012459180033519931 0.0012321086403237272 0.0013753727165540124
leaf_count=169 604 111 334 983 316 411 193
internal_value=0 -0.00159883 0.00104918 -0.0109983 0.007105 0.00154011 0.0110192
internal_weight=0 0.0086956 0.00739458 0.0024736 0.00492098 0.0038534 0.00262129
internal_count=3121 2952 2841 1587 1254 920 509
is_linear=0
shrinkage=0.1


Tree=5173
num_leaves=9
num_cat=0
split_feature=14 15 16 160 43 0 49 0
split_gain=4.87848e-05 7.26313e-05 5.44016e-05 8.6843e-05 8.26091e-05 7.49067e-05 0.000150726 4.20054e-05
threshold=-1.0000000180025095e-35 -0.10653 -0.010264999999999998 -0.063384999999999983 -0.074359999999999996 -0.10224499999999999 -0.043469999999999995 -0.083914999999999976
decision_type=2 2 2 2 2 2 2 2
left_child=-1 -2 5 -4 -5 6 -3 -7
right_child=1 2 3 4 -6 7 -8 -9
leaf_value=-0.00041482621650542299 0.00042804831519831145 2.552010962308134e-05 0.00061679607371322679 0.00029004674130103712 -0.00035746358894986449 0.00033253225892053304 -0.00099783184415618378 -0.00018857157098138742
leaf_weight=0.0010312563318150914 0.0015202781153532468 0.0012151340696841609 0.00104252827820239 0.0014894634210353636 0.0015415099255458907 0.0011345000045779703 0.0010160252345542578 0.0012499970609334027
leaf_count=161 388 135 283 370 359 563 131 731
internal_value=0 3.26651e-05 -3.65122e-05 0.000128638 -3.92678e-05 -0.000182264 -0.000440494 5.93601e-05
internal_weight=0 0.0102094 0.00868916 0.0040735 0.00303097 0.00461566 0.00223116 0.0023845
internal_count=3121 2960 2572 1012 729 1560 266 1294
is_linear=0
shrinkage=0.00196078


Tree=5174
num_leaves=9
num_cat=0
split_feature=48 48 47 1 15 42 2 2
split_gain=5.07315e-05 7.57162e-05 4.29408e-05 7.19941e-05 7.41934e-05 4.85226e-05 5.33495e-05 2.23522e-05
threshold=0.11951500000000001 0.092475000000000016 0.09585500000000001 0.094825000000000007 -0.0063699999999999989 0.086325000000000013 0.099185000000000009 0.10774000000000002
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 6 -6 -5
right_child=-2 -3 -4 7 5 -7 -8 -9
leaf_value=-0.00047077177286136723 -0.00042662910110865404 0.00048431083967918426 -0.00037604665963084094 0.00050952223939291 -1.5847017663390593e-05 -0.00028516119020546431 0.00054424468091536136 0.00011972624847113726
leaf_weight=0.0014957363938662002 0.0010191541939605408 0.0012502470565598821 0.0011991442508384525 0.0011484107046103179 0.0018855950007004014 0.0012417904224122198 0.0010009123449667649 0.0011144754991900992
leaf_count=757 114 251 155 352 639 491 83 279
internal_value=0 3.19017e-05 -3.035e-05 2.22104e-05 -9.66212e-05 3.89385e-05 0.000178368 0.000317547
internal_weight=0 0.0103363 0.00908606 0.00788692 0.00562403 0.0041283 0.00288651 0.00226289
internal_count=3121 3007 2756 2601 1970 1213 722 631
is_linear=0
shrinkage=0.00196078


Tree=5175
num_leaves=8
num_cat=0
split_feature=11 0 13 12 0 4 49
split_gain=1.52215e-05 3.43225e-05 3.99687e-05 5.51344e-05 5.98845e-05 5.57686e-05 5.98182e-05
threshold=1.0000000180025095e-35 -0.019414999999999998 1.0000000180025095e-35 0.089885000000000007 -0.10011499999999998 0.23246000000000003 -0.006494999999999999
decision_type=2 2 2 2 2 2 2
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right_child=-2 -3 -4 -5 -6 -7 -8
leaf_value=-0.0043300487201603909 -0.011159521318075218 0.013040633775215586 -0.019790851311238169 0.020659749815497289 -0.022360546373423593 -0.015146874607014311 0.028056845318926067
leaf_weight=0.0011171620468605845 0.0010986107829566499 0.0019477616376204236 0.0010665502528406194 0.0011708593148632785 0.0012472394515705794 0.001107318167261599 0.0011649939843737696
leaf_count=126 244 260 406 684 1099 156 146
internal_value=0 0.00132274 -0.00199748 0.00127024 -0.00362599 0.00326785 0.0122028
internal_weight=0 0.00882188 0.00687412 0.00580757 0.00463671 0.00338947 0.00228216
internal_count=3121 2877 2617 2211 1527 428 272
is_linear=0
shrinkage=0.1


Tree=5176
num_leaves=8
num_cat=0
split_feature=4 42 43 2 16 0 0
split_gain=1.50038e-05 3.45396e-05 4.3112e-05 4.25442e-05 7.2934e-05 4.41151e-05 4.3519e-05
threshold=0.27287000000000006 0.092395000000000019 0.093175000000000022 0.092875000000000013 -0.011989999999999999 -0.10607499999999999 -0.077999999999999986
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 5 -5 -1 -7
right_child=-2 -3 -4 4 -6 6 -8
leaf_value=0.018805726594432654 0.0092500050577219526 -0.017111775576070479 0.019544611887104494 -0.030234367379733625 0.005614369673056621 -0.017473467567218223 0.0089476060909819376
leaf_weight=0.0013395772173070788 0.0014750178091445928 0.0012376858144141174 0.0010649203929682782 0.0011870822062025751 0.0010873760862512916 0.0011946884013590137 0.0013037381138900626
leaf_count=158 352 535 192 271 322 1060 231
internal_value=0 -0.00168383 0.000976598 -0.00225834 -0.0130958 0.00416407 -0.00368633
internal_weight=0 0.00841507 0.00717738 0.00611246 0.00227446 0.003838 0.00249843
internal_count=3121 2769 2234 2042 593 1449 1291
is_linear=0
shrinkage=0.1


Tree=5177
num_leaves=10
num_cat=0
split_feature=11 0 48 0 159 2 13 49 42
split_gain=4.04331e-05 5.17988e-05 5.46457e-05 0.000133751 6.40399e-05 6.31733e-05 7.00954e-05 3.2878e-05 6.32477e-05
threshold=0.079915000000000014 0.15398500000000004 0.091545000000000015 -0.18113999999999997 0.082585000000000006 0.10402500000000002 -0.093839999999999993 -0.006494999999999999 -0.084624999999999992
decision_type=2 2 2 2 2 2 2 2 2
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leaf_weight=0.0010072224130404789 0.0010547302142823326 0.0010053916065504457 0.0010123260891402586 0.0011880117898576655 0.0010097317258741922 0.0011956115146638992 0.0010749348541707502 0.0010460347175068349 0.0018296394870241787
leaf_count=145 199 53 51 304 407 365 254 269 1074
internal_value=0 3.25065e-05 -1.29056e-05 0.000257364 -9.59252e-05 -2.0824e-05 7.67393e-05 -4.09832e-05 6.83801e-05
internal_weight=0 0.0103689 0.00936351 0.00220034 0.00716317 0.00615344 0.00495783 0.00395061 0.00287567
internal_count=3121 2922 2869 355 2514 2107 1742 1597 1343
is_linear=0
shrinkage=0.00196078


Tree=5178
num_leaves=7
num_cat=0
split_feature=150 15 43 43 16 16
split_gain=1.59655e-05 3.40794e-05 7.00393e-05 6.87612e-05 5.83799e-05 6.83788e-05
threshold=0.081835000000000019 -0.037864999999999989 -0.084004999999999982 0.016310000000000002 -0.056919999999999991 -0.27167499999999994
decision_type=2 2 2 2 2 2
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leaf_value=-0.018359102811953434 0.008700220061084429 0.019330066563094217 -0.019637509083907406 0.0091792596258440991 -0.02927388218302962 0.018176008236750384
leaf_weight=0.0010371084688253116 0.0017211096267993548 0.0017518689612753212 0.001675139996803647 0.0016374610781734519 0.0010540242110962357 0.0010122797295761929
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internal_value=0 -0.0018974 0.00315904 -0.00539301 -0.010149 -0.000312862
internal_weight=0 0.00816788 0.00506447 0.0033126 0.00310341 0.00204939
internal_count=3121 2701 1600 1225 1101 558
is_linear=0
shrinkage=0.1


Tree=5179
num_leaves=10
num_cat=0
split_feature=0 1 15 48 2 4 151 2 1
split_gain=4.30075e-05 7.0285e-05 7.02537e-05 5.10167e-05 0.000107802 6.23857e-05 9.78875e-05 4.77533e-05 9.08286e-05
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decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 -3 -7 8 -8
right_child=-2 3 -4 -5 -6 6 7 -9 -10
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leaf_weight=0.0012895901927223066 0.0010389328693719462 0.0013217968380360729 0.0014958438322430234 0.0010021013163972192 0.001005218715615333 0.0010093945219129038 0.00106013139921234 0.001000581177970139 0.0012300106759220242
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internal_value=0 -4.85841e-05 -0.000315167 4.87454e-05 0.000111096 5.34877e-06 0.000119866 -4.39804e-05 -0.000200108
internal_weight=0 0.0104147 0.00278543 0.00762923 0.00662713 0.00562191 0.00430012 0.00329072 0.00229014
internal_count=3121 3061 1592 1469 1371 1116 625 447 351
is_linear=0
shrinkage=0.00196078


Tree=5180
num_leaves=9
num_cat=0
split_feature=48 48 3 15 15 52 13 2
split_gain=4.92576e-05 0.00012368 5.39367e-05 9.02807e-05 8.28453e-05 8.94945e-05 7.74813e-05 1.85128e-05
threshold=0.11951500000000001 0.092475000000000016 0.10542000000000001 -0.0040799999999999994 -0.094549999999999981 -0.0064899999999999992 -0.015874999999999997 0.08919500000000001
decision_type=2 2 2 2 2 2 2 2
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right_child=-2 -3 3 -5 5 6 7 -9
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leaf_weight=0.0019433842037369572 0.0010023041766974551 0.0012737364986434236 0.0010113777152214029 0.0010075039598920199 0.0016346485691082296 0.0014636729773151121 0.0010089861373407554 0.0010193268245908709
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internal_value=0 3.24438e-05 -4.77479e-05 0.000234916 -0.000128464 -0.000259146 -8.18958e-05 0.000166216
internal_weight=0 0.0103626 0.0090889 0.00201888 0.00707002 0.00512663 0.00349199 0.00202831
internal_count=3121 3007 2756 199 2557 2155 1342 552
is_linear=0
shrinkage=0.00196078


Tree=5181
num_leaves=9
num_cat=0
split_feature=15 151 12 15 3 4 403 42
split_gain=4.4232e-05 7.57499e-05 5.88136e-05 6.64084e-05 0.000112919 0.000111819 4.90181e-05 7.7147e-05
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decision_type=2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 5 -3 7 -4
right_child=1 2 6 -5 -6 -7 -8 -9
leaf_value=0.00037218800551472081 0.00044717558080563076 -0.00028093605558550622 -0.00027902966504851189 -0.00068030499777821743 -0.00066754656224062426 0.00044587682674585146 0.00045106038445009126 0.00038434565701280399
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leaf_count=253 248 487 636 535 105 186 209 462
internal_value=0 -4.971e-05 -0.000105517 -0.000237753 -0.000132037 5.20019e-05 7.55813e-05 -5.03736e-05
internal_weight=0 0.0105026 0.00944217 0.00545729 0.00440502 0.00327835 0.00398488 0.00298392
internal_count=3121 2868 2620 1313 778 673 1307 1098
is_linear=0
shrinkage=0.00196078


Tree=5182
num_leaves=7
num_cat=0
split_feature=4 151 12 0 12 0
split_gain=1.6679e-05 3.01234e-05 4.43842e-05 5.13086e-05 3.76615e-05 3.41379e-05
threshold=0.27287000000000006 -0.024429999999999997 0.088305000000000008 -0.019414999999999998 0.092355000000000007 -0.10151999999999999
decision_type=2 2 2 2 2 2
left_child=1 -1 3 5 -4 -3
right_child=-2 2 4 -5 -6 -7
leaf_value=0.011813225290738834 0.0096913361414854293 -0.010369021517120424 0.01817434679546882 0.0080236252480197379 -0.0042914266796358026 -0.03307280459010116
leaf_weight=0.0013647021611928427 0.0014874733725116192 0.0019387416752864235 0.0012233377518393663 0.0010070603450404799 0.0019131840203492217 0.0010058929476370118
leaf_count=451 352 251 420 129 805 713
internal_value=0 -0.00179177 -0.00441115 -0.011461 0.0044709 -0.0181247
internal_weight=0 0.00845292 0.00708822 0.00395169 0.00313652 0.00294463
internal_count=3121 2769 2318 1093 1225 964
is_linear=0
shrinkage=0.1


Tree=5183
num_leaves=9
num_cat=0
split_feature=4 0 1 2 0 52 52 16
split_gain=4.65534e-05 9.49567e-05 5.74705e-05 5.16292e-05 0.000136383 9.37733e-05 4.41704e-05 3.54583e-05
threshold=-0.49405499999999997 -1.0000000180025095e-35 0.077565000000000009 1.0000000180025095e-35 -0.14116499999999996 -0.0064899999999999992 0.08257500000000001 -0.056919999999999991
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 6 7 5 -5 -2 -4
right_child=1 -3 3 4 -6 -7 -8 -9
leaf_value=-0.00040246696849096145 -0.00059028851257996026 0.00054889362925523327 3.9284252058596223e-05 -0.00038507123382697619 0.00077048183325419248 0.00029629760969525283 -2.048859526070953e-05 -0.00040898307541168273
leaf_weight=0.0010256161155041471 0.0010952238004485371 0.0012214148513138004 0.0015483201070535027 0.0014662773707799434 0.0011317165069975907 0.0016508898681918912 0.0010012081423170622 0.0012075326917492916
leaf_count=156 836 186 349 143 250 186 715 300
internal_value=0 3.55415e-05 -3.33525e-05 5.18884e-05 0.000187461 -2.421e-05 -0.000318165 -0.000157133
internal_weight=0 0.0103226 0.00910117 0.00700474 0.00424888 0.00311717 0.00209643 0.00275585
internal_count=3121 2965 2779 1228 579 329 1551 649
is_linear=0
shrinkage=0.00196078


Tree=5184
num_leaves=7
num_cat=0
split_feature=11 48 2 52 13 2
split_gain=1.66073e-05 3.88032e-05 5.88287e-05 5.5428e-05 6.07946e-05 4.74937e-05
threshold=0.078340000000000007 0.091545000000000015 0.11293500000000002 0.090245000000000006 -0.010384999999999998 0.083215000000000011
decision_type=2 2 2 2 2 2
left_child=1 2 3 4 -1 -6
right_child=-2 -3 -4 -5 5 -7
leaf_value=0.013397369975388058 -0.01227976969033092 0.013981620749712962 0.018980397765342299 -0.022483050013994633 0.0020067140281539776 -0.02541917171426207
leaf_weight=0.0018534336730576138 0.00100176218901176 0.0018996190325352401 0.0011123338872595073 0.0015291029061763571 0.0013952271900514947 0.0011533817671553989
leaf_count=1022 208 357 353 548 196 437
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internal_weight=0 0.0089431 0.00704348 0.00593115 0.00440204 0.00254861
internal_count=3121 2913 2556 2203 1655 633
is_linear=0
shrinkage=0.1


Tree=5185
num_leaves=9
num_cat=0
split_feature=484 15 42 13 16 52 49 43
split_gain=0.000188985 9.89501e-05 7.44967e-05 8.85197e-05 0.000102963 9.57489e-05 6.86341e-05 4.97518e-05
threshold=-1.0000000180025095e-35 -0.15026499999999995 0.092395000000000019 -0.094514999999999988 -0.084119999999999986 1.0000000180025095e-35 -0.047584999999999995 -0.088004999999999986
decision_type=2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 6 7 -5 -6
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leaf_value=-0.00081129001032460304 0.00055387674350534011 0.00044987141917149164 -0.00038570855207829206 2.1360036981413136e-05 0.00028598079722575961 0.00061295574040802134 -0.00065189357992902653 -0.00027004813787233681
leaf_weight=0.0010322757318417886 0.0013962568435866929 0.0018470418591700873 0.0016373837873142226 0.001027181195848835 0.0010154899077023574 0.0012207420646673135 0.0013437193291828975 0.0015833537577099378
leaf_count=515 331 183 445 87 214 361 440 545
internal_value=0 6.59191e-05 -4.50167e-06 7.31568e-05 -3.92427e-05 0.000159988 -0.00036021 -5.27816e-05
internal_weight=0 0.0110712 0.00967491 0.00803753 0.00619049 0.00381959 0.0023709 0.00259884
internal_count=3121 2606 2275 1830 1647 1120 527 759
is_linear=0
shrinkage=0.00196078


Tree=5186
num_leaves=8
num_cat=0
split_feature=50 16 160 0 52 48 15
split_gain=1.46369e-05 3.80333e-05 6.00512e-05 6.09159e-05 4.27636e-05 3.70242e-05 2.70754e-05
threshold=0.07826000000000001 -0.014034999999999997 -0.054789999999999998 -0.053834999999999994 0.084960000000000022 0.085845000000000019 -0.022504999999999997
decision_type=2 2 2 2 2 2 2
left_child=1 4 -3 -4 5 6 -1
right_child=-2 2 3 -5 -6 -7 -8
leaf_value=0.017419886982621462 -0.010838899212847808 0.027142400423408153 0.020220368177741435 -0.010476448880159804 -0.023073011331392078 -0.013145821871032923 -0.0036121463078556725
leaf_weight=0.0012917695302997576 0.0011203341223301614 0.001206018922846849 0.0010050549490750319 0.0018118963975887108 0.0010032420109223656 0.0013534609515548249 0.0011632980869838903
leaf_count=341 612 372 472 255 662 175 232
internal_value=0 0.00129431 0.00847001 0.000475813 -0.00470507 0.000133416 0.00745416
internal_weight=0 0.00883474 0.00402297 0.00281695 0.00481177 0.00380853 0.00245507
internal_count=3121 2509 1099 727 1410 748 573
is_linear=0
shrinkage=0.1


Tree=5187
num_leaves=9
num_cat=0
split_feature=4 0 43 15 1 15 3 2
split_gain=3.67552e-05 7.20741e-05 3.73079e-05 5.30157e-05 0.000107495 8.14998e-05 5.42221e-05 8.24433e-05
threshold=-0.49405499999999997 1.0000000180025095e-35 -0.24021999999999996 -0.0063699999999999989 0.090740000000000015 0.035560000000000008 0.12178000000000001 0.10444500000000002
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 -4 -5 7 -6
right_child=1 -3 3 5 6 -7 -8 -9
leaf_value=-0.00036675606336032012 -0.00038556624526121981 0.00048581548329265889 -0.00067245094736240868 0.00065127720202848305 -9.1140084366010907e-05 -1.9884710693497651e-05 -0.00033486292140108922 0.0006011154190197006
leaf_weight=0.0010077136443181521 0.0010252163995476482 0.0011601117368961024 0.0010450423266692359 0.0010681392760572106 0.0016749717732843291 0.0019944434456429729 0.0010853855720512132 0.0010930679259582414
leaf_count=156 153 186 840 126 282 1048 139 191
internal_value=0 2.58728e-05 -3.3505e-05 1.18331e-05 -0.000114687 0.000214197 3.65772e-05 0.000182224
internal_weight=0 0.0101464 0.00898627 0.00796105 0.00489847 0.00306258 0.00385343 0.00276804
internal_count=3121 2965 2779 2626 1452 1174 612 473
is_linear=0
shrinkage=0.00196078


Tree=5188
num_leaves=10
num_cat=0
split_feature=4 0 43 15 1 15 3 2 4
split_gain=5.81236e-05 0.000107985 4.59571e-05 6.34535e-05 9.77259e-05 8.92153e-05 3.50414e-05 8.54292e-05 9.83055e-06
threshold=-0.49405499999999997 1.0000000180025095e-35 -0.24021999999999996 -0.0063699999999999989 0.090740000000000015 0.035560000000000008 0.12178000000000001 0.10444500000000002 -0.07168999999999999
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 -4 -5 7 -6 -7
right_child=1 -3 3 5 6 8 -8 -9 -10
leaf_value=-0.00045405146485905698 -0.00042658566525603667 0.00057730409891144593 -0.00066146871815378201 0.00068279431803228076 -0.00014716272132623957 -0.00015361455671691454 -0.00028288635983493956 0.00054780984156271937 0.00012123715374730459
leaf_weight=0.0010480220923836268 0.0010601408786402597 0.0012245171351047196 0.0010468641776319757 0.0010810347671171196 0.0017200833657362133 0.0010011962301404293 0.0011121602249522106 0.0011246728568545653 0.0010000500480578805
leaf_count=156 153 186 840 126 282 785 139 191 263
internal_value=0 3.04838e-05 -4.27259e-05 7.60088e-06 -0.000128724 0.000228911 1.22216e-05 0.000127594 -1.62674e-05
internal_weight=0 0.0103707 0.0091462 0.00808606 0.00500378 0.00308228 0.00395692 0.00284476 0.00200125
internal_count=3121 2965 2779 2626 1452 1174 612 473 1048
is_linear=0
shrinkage=0.00196078


Tree=5189
num_leaves=10
num_cat=0
split_feature=48 48 1 4 15 4 12 52 4
split_gain=4.38916e-05 9.6755e-05 5.46218e-05 8.97606e-05 7.93186e-05 7.85046e-05 5.51456e-05 7.88533e-05 4.25476e-05
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decision_type=2 2 2 2 2 2 2 2 2
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right_child=-2 -3 8 4 -6 -7 7 -9 -10
leaf_value=-0.00039263778869018493 -0.0003950347546170178 0.00052754153716420111 -4.3188827143432212e-05 -0.00079655705115651938 -0.00011011183355870899 0.0004857554277285662 0.00049563975166127692 -0.00028090241869920386 0.00052161837144251775
leaf_weight=0.0014788528199377272 0.001040729000417605 0.0013021907748949459 0.0010245732889909705 0.0011568684631310499 0.0014689220159629284 0.0011486867622854512 0.00100236044022508 0.0010086472986302506 0.0010265650996100595
leaf_count=583 114 251 124 180 364 633 406 216 250
internal_value=0 2.69111e-05 -4.3071e-05 -0.000122854 -0.000412545 4.11348e-05 -0.000105212 0.000106155 0.000239489
internal_weight=0 0.0106177 0.00931548 0.00726434 0.00262579 0.00463855 0.00348986 0.00201101 0.00205114
internal_count=3121 3007 2756 2382 544 1838 1205 622 374
is_linear=0
shrinkage=0.00196078


Tree=5190
num_leaves=7
num_cat=0
split_feature=2 3 150 43 1 15
split_gain=1.45836e-05 3.762e-05 3.42164e-05 5.6437e-05 6.70842e-05 3.19281e-05
threshold=0.088225000000000012 -0.078934999999999991 0.085075000000000026 0.016310000000000002 0.10557500000000002 -0.055554999999999993
decision_type=2 2 2 2 2 2
left_child=1 -1 3 4 -2 -3
right_child=2 5 -4 -5 -6 -7
leaf_value=-0.016919953749754447 -0.020323538970610167 -0.0092709156316245194 0.017696392450745124 0.015661376726126382 0.0071278139393732183 0.015109016036852638
leaf_weight=0.0015546610770519817 0.0019201536922355009 0.0010260378789991725 0.0012439316158331911 0.0014724583443383628 0.0016596451147600341 0.0011273938316596196
leaf_count=1038 847 243 217 286 256 234
internal_value=0 -0.00506549 0.00283968 -0.000818239 -0.00759671 0.0034928
internal_weight=0 0.00370809 0.00629619 0.00505226 0.0035798 0.00215343
internal_count=3121 1515 1606 1389 1103 477
is_linear=0
shrinkage=0.1


Tree=5191
num_leaves=7
num_cat=0
split_feature=52 4 15 15 49 3
split_gain=1.49819e-05 6.62102e-05 6.99183e-05 9.21957e-05 8.61639e-05 0.000135124
threshold=0.10347000000000002 -0.27825499999999997 -0.016799999999999995 0.024640000000000006 -0.043469999999999995 0.099930000000000005
decision_type=2 2 2 2 2 2
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right_child=-2 2 3 -5 5 -7
leaf_value=-0.025692429401534819 0.0079074500562660681 0.016557511594204107 0.035373007102426371 -0.00064986797738097199 -0.0003618395647458417 -0.045444809738070968
leaf_weight=0.0010263059359201113 0.0019003089260829923 0.0011132048211637434 0.0011441085562182531 0.0018745941189628921 0.0019001712918816135 0.0010226094737354422
leaf_count=203 583 241 271 878 836 109
internal_value=0 -0.00196064 0.00149183 0.013003 -0.00711795 -0.0161353
internal_weight=0 0.00808099 0.00705469 0.0030187 0.00403599 0.00292278
internal_count=3121 2538 2335 1149 1186 945
is_linear=0
shrinkage=0.1


Tree=5192
num_leaves=7
num_cat=0
split_feature=51 42 49 42 16 1
split_gain=1.75696e-05 3.26648e-05 4.37366e-05 7.14044e-05 4.15304e-05 3.72474e-05
threshold=-0.076794999999999988 -1.0000000180025095e-35 -0.081404999999999991 0.091545000000000015 -0.094359999999999986 0.09253500000000002
decision_type=2 2 2 2 2 2
left_child=-1 -2 -3 4 -4 -6
right_child=1 2 3 -5 5 -7
leaf_value=-0.009508529499508948 -0.013870243819402476 0.02259961137047322 -0.005901740355926232 -0.022003948042553682 0.021567377704042795 -0.0010366082374437238
leaf_weight=0.0016475852344648269 0.0011465668086580163 0.0011054695010912045 0.0018169152942673237 0.0011056464153580969 0.0019511442806587043 0.001163836274202083
leaf_count=537 747 171 358 547 552 209
internal_value=0 0.00179781 0.00431278 0.000964478 0.0061136 0.013122
internal_weight=0 0.00828958 0.00714301 0.00603754 0.0049319 0.00311498
internal_count=3121 2584 1837 1666 1119 761
is_linear=0
shrinkage=0.1


Tree=5193
num_leaves=7
num_cat=0
split_feature=4 16 52 3 133 16
split_gain=2.00568e-05 2.62798e-05 3.73644e-05 4.80704e-05 2.88699e-05 8.69545e-05
threshold=0.27287000000000006 -0.36241499999999999 -0.0064899999999999992 0.090900000000000009 1.0000000180025095e-35 -0.008904999999999998
decision_type=2 2 2 2 2 2
left_child=1 -1 3 -3 5 -4
right_child=-2 2 4 -5 -6 -7
leaf_value=-0.016571366568720186 0.010631954549025033 -0.018828428423879922 -0.0020428112812584591 0.0064786195691182887 -0.007038127773582023 0.032410272509258223
leaf_weight=0.0010739230866485452 0.0014886601931455206 0.0017896265435531356 0.0018874356584288507 0.0012927662953344243 0.0011843544297741684 0.0011972037309113497
leaf_count=139 352 978 787 152 559 154
internal_value=0 -0.00195916 0.00017546 -0.00821456 0.00623341 0.011329
internal_weight=0 0.00842531 0.00735139 0.00308239 0.00426899 0.00308464
internal_count=3121 2769 2630 1130 1500 941
is_linear=0
shrinkage=0.1


Tree=5194
num_leaves=10
num_cat=0
split_feature=15 151 12 2 2 3 12 1 43
split_gain=4.6186e-05 5.043e-05 6.22133e-05 5.72153e-05 9.7406e-05 6.25205e-05 5.15209e-05 4.40867e-05 4.38167e-05
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decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 7 -5 -6 -4 -3 -8
right_child=1 2 6 4 5 -7 8 -9 -10
leaf_value=0.00038430423916125441 0.00036330786662822968 -0.00073226919714018766 0.00047421165520775837 0.00045165836432804057 0.00010278279801153862 -0.00051974323586750242 0.00026214580868166778 -0.00018105157373823053 -0.00026576412208548781
leaf_weight=0.0010756500179551895 0.0010580743795698998 0.0011276326967375905 0.0010772257815544395 0.0010234719674743404 0.0010529389480720477 0.0015093670514855495 0.0010571620729941326 0.0011040344457952866 0.0014116448103052017
leaf_count=253 248 812 299 155 222 178 285 104 565
internal_value=0 -4.24516e-05 -8.83025e-05 -0.000213086 -5.96801e-05 -0.000263926 0.000116412 -0.000459575 -3.9709e-05
internal_weight=0 0.0104216 0.00936348 0.00581745 0.00358578 0.00256231 0.00354603 0.00223167 0.00246881
internal_count=3121 2868 2620 1471 555 400 1149 916 850
is_linear=0
shrinkage=0.00196078


Tree=5195
num_leaves=7
num_cat=0
split_feature=4 42 133 47 160 16
split_gain=1.63479e-05 2.28356e-05 3.90308e-05 6.71007e-05 7.09591e-05 4.5919e-05
threshold=0.27287000000000006 0.092395000000000019 0.083950000000000011 0.09550500000000002 -0.025879999999999997 -0.088159999999999988
decision_type=2 2 2 2 2 2
left_child=1 2 3 4 -1 -6
right_child=-2 -3 -4 -5 5 -7
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leaf_weight=0.0011199406547749346 0.0014916632346046324 0.0012451880822593004 0.0015598460270572854 0.0011229225964889174 0.0015814525175799033 0.0017973579920940016
leaf_count=342 352 535 671 157 315 749
internal_value=0 -0.0017702 0.000397438 -0.00348588 -0.00894421 -0.0161748
internal_weight=0 0.00842671 0.00718152 0.00562167 0.00449875 0.00337881
internal_count=3121 2769 2234 1563 1406 1064
is_linear=0
shrinkage=0.1


Tree=5196
num_leaves=7
num_cat=0
split_feature=51 49 42 51 16 12
split_gain=1.57927e-05 3.0062e-05 4.515e-05 3.29336e-05 4.55782e-05 3.38102e-05
threshold=-0.076794999999999988 -0.081404999999999991 0.091545000000000015 0.087505000000000013 -0.088394999999999987 0.088365000000000013
decision_type=2 2 2 2 2 2
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leaf_weight=0.0016461036130915362 0.0012320717309216378 0.0019865660760793082 0.0010921320386561234 0.0012133344630893524 0.0014255546125475243 0.0012977006420329799
leaf_count=537 199 545 547 294 577 422
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internal_weight=0 0.00824736 0.00701529 0.00592316 0.00470982 0.00272326
internal_count=3121 2584 2385 1838 1544 999
is_linear=0
shrinkage=0.1


Tree=5197
num_leaves=7
num_cat=0
split_feature=1 3 12 43 4 4
split_gain=1.71859e-05 3.85583e-05 9.2896e-05 3.38996e-05 5.02366e-05 5.68861e-05
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decision_type=2 2 2 2 2 2
left_child=3 2 -2 -1 5 -5
right_child=1 -3 -4 4 -6 -7
leaf_value=0.008295633780178965 0.035739215834000339 -0.0068965178047338625 -0.0048527415715915448 -0.012219008229379213 -0.022094922869291014 0.017432134474803469
leaf_weight=0.0017604561860541613 0.0010283910748953773 0.001567109322043723 0.0012479434002816252 0.0015363425812087409 0.0016161263671988424 0.0011177790583110788
leaf_count=661 277 211 203 704 460 605
internal_value=0 0.00517514 0.0134857 -0.00338126 -0.00819519 0.000268523
internal_weight=0 0.00384344 0.00227633 0.0060307 0.00427025 0.00265412
internal_count=3121 691 480 2430 1769 1309
is_linear=0
shrinkage=0.1


Tree=5198
num_leaves=8
num_cat=0
split_feature=48 48 1 15 42 1 4
split_gain=4.65243e-05 8.18558e-05 5.19978e-05 4.98435e-05 7.12612e-05 6.00515e-05 3.29277e-05
threshold=0.11951500000000001 0.092475000000000016 0.111945 -0.0063699999999999989 0.086325000000000013 0.091785000000000019 -0.084369999999999987
decision_type=2 2 2 2 2 2 2
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right_child=-2 -3 -4 4 -6 -7 -8
leaf_value=-0.00070223941252643273 -0.00040680424767178751 0.00051352650093912421 0.00025702328393206465 -2.8872327082159741e-05 -0.00037380113287558759 -7.1307515691244536e-05 0.00036859198030348041
leaf_weight=0.0010068808309106553 0.0010019890461547545 0.0012144342991022338 0.0019065494538143459 0.0016058765782213356 0.0013067115373159924 0.0013679732570955738 0.0015995533886851499
leaf_count=762 114 251 374 456 545 224 395
internal_value=0 3.6353e-05 -2.95471e-05 -0.000108879 1.21377e-05 -0.000338807 0.000169468
internal_weight=0 0.010008 0.00879355 0.006887 0.00451214 0.00237485 0.00320543
internal_count=3121 3007 2756 2382 1396 986 851
is_linear=0
shrinkage=0.00196078


Tree=5199
num_leaves=9
num_cat=0
split_feature=15 0 1 15 47 4 48 43
split_gain=4.63974e-05 4.77404e-05 6.69682e-05 0.000108389 5.72293e-05 9.67552e-05 8.63882e-05 5.56329e-05
threshold=-0.24436499999999997 0.15398500000000004 0.077565000000000009 0.035560000000000008 0.087235000000000021 -0.04890499999999999 0.085130000000000025 -0.04890499999999999
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 -4 -7 -6
right_child=1 -3 4 -5 7 6 -8 -9
leaf_value=0.00038600156008443339 -0.00077009472527694313 0.00035626846880449595 -0.0002537838903953738 1.078804979034491e-05 0.00013167207843676381 0.00072083764416613037 1.2749546104703045e-05 -0.00047261050562729832
leaf_weight=0.0010639698012739748 0.0012549664725678492 0.0010296298394919081 0.0014057212790292693 0.0015004870667352831 0.00100809815339689 0.0013859960484271963 0.001268886575411507 0.0013981138129432057
leaf_count=253 815 55 514 776 146 259 170 133
internal_value=0 -4.4182e-05 -8.88907e-05 -0.000344864 2.01771e-05 0.00016217 0.000382411 -0.000219442
internal_weight=0 0.0102519 0.00922227 0.00275545 0.00646682 0.0040606 0.00265488 0.00240621
internal_count=3121 2868 2813 1591 1222 943 429 279
is_linear=0
shrinkage=0.00196078


Tree=5200
num_leaves=9
num_cat=0
split_feature=0 52 2 12 3 48 1 12
split_gain=3.8334e-05 6.19618e-05 4.1958e-05 9.36323e-05 0.000130049 6.43486e-05 6.00652e-05 8.63331e-05
threshold=0.15398500000000004 0.15915500000000002 0.088225000000000012 0.092355000000000007 -0.022174999999999997 0.089670000000000014 0.10752500000000002 0.081420000000000006
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 6 4 -4 -6 7 -1
right_child=-2 -3 3 -5 5 -7 -8 -9
leaf_value=5.0486608584668009e-05 0.00035107435265964931 -0.00050760787226199915 0.00068497950005003377 -0.00041489015086417446 -0.000342560483359144 0.00026040496116809872 0.00019043870122555887 -0.000685660991674587
leaf_weight=0.0011692020011276848 0.0010218158688807882 0.0010123434134467766 0.0016010568880656731 0.0010364390290733879 0.0012663471713228152 0.0014708433465252526 0.0012674279242776794 0.0012863966678414937
leaf_count=155 60 360 421 516 275 136 198 1000
internal_value=0 -4.74391e-05 3.76595e-06 0.000114592 0.000241089 -1.85539e-05 -0.000156227 -0.000335154
internal_weight=0 0.0101101 0.00909771 0.00537469 0.00433825 0.00273719 0.00372303 0.0024556
internal_count=3121 3061 2701 1348 832 411 1353 1155
is_linear=0
shrinkage=0.00196078


Tree=5201
num_leaves=8
num_cat=0
split_feature=2 43 15 16 48 0 0
split_gain=1.73547e-05 3.4865e-05 5.8534e-05 7.34386e-05 3.68652e-05 3.45731e-05 6.75308e-05
threshold=0.088225000000000012 0.016310000000000002 -0.074054999999999996 -0.0057949999999999989 0.092475000000000016 -0.060129999999999996 -0.10607499999999999
decision_type=2 2 2 2 2 2 2
left_child=5 2 4 -4 -2 6 -1
right_child=1 -3 3 -5 -6 -7 -8
leaf_value=0.0064452169924864942 -0.0022532874705449677 0.01654407064270463 -0.032104989515270486 0.0025659747139378263 0.023517806534364416 0.0085737614825652543 -0.02675012409309337
leaf_weight=0.0010910717685694569 0.0010925543926314524 0.0014821353324931752 0.0010223031222134258 0.0015182329494287346 0.0011283198939920141 0.0011813138272263705 0.0013981802668009884
leaf_count=160 378 298 338 429 163 179 1176
internal_value=0 0.0031503 -0.00101892 -0.0113855 0.0108398 -0.00551441 -0.0122002
internal_weight=0 0.00624355 0.00476141 0.00254054 0.00222087 0.00367057 0.00248925
internal_count=3121 1606 1308 767 541 1515 1336
is_linear=0
shrinkage=0.1


Tree=5202
num_leaves=9
num_cat=0
split_feature=4 0 1 2 3 16 52 52
split_gain=3.70252e-05 7.4748e-05 3.69574e-05 4.82612e-05 0.000113042 5.72033e-05 4.25647e-05 3.77015e-05
threshold=-0.49013999999999996 1.0000000180025095e-35 0.077565000000000009 1.0000000180025095e-35 0.013900000000000001 -0.056919999999999991 -0.0064899999999999992 0.048520000000000008
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 7 5 -5 -4 -6 -2
right_child=1 -3 3 4 6 -7 -8 -9
leaf_value=-0.0003617847855565446 -0.00052514709692628742 0.00050283274981436483 8.1058580265612113e-05 0.00071325277419707347 -0.00024562919953628688 -0.0004988970899654576 0.0002195740871474136 8.8517552424063884e-06
leaf_weight=0.0010187883059597979 0.0010326367408555531 0.0011413808559450978 0.0015339444738357651 0.001091176597640694 0.0015784720139566666 0.0011396743053495961 0.0014515514544111013 0.0010011314256930925
leaf_count=169 778 173 349 270 151 300 158 773
internal_value=0 3.06468e-05 -3.03986e-05 3.90074e-05 0.000172107 -0.000166157 -2.27707e-05 -0.000262284
internal_weight=0 0.00996997 0.00882859 0.00679482 0.0041212 0.00267362 0.00303002 0.00203377
internal_count=3121 2952 2779 1228 579 649 309 1551
is_linear=0
shrinkage=0.00196078


Tree=5203
num_leaves=8
num_cat=0
split_feature=51 43 1 43 48 4 4
split_gain=1.66473e-05 2.83551e-05 3.72044e-05 7.03194e-05 4.99898e-05 3.66397e-05 1.64921e-05
threshold=-0.076794999999999988 -0.15582499999999996 0.10060500000000001 -0.014584999999999999 0.10358500000000001 -1.0000000180025095e-35 -0.17966999999999997
decision_type=2 2 2 2 2 2 2
left_child=-1 -2 3 -3 -4 6 -5
right_child=1 2 4 5 -6 -7 -8
leaf_value=-0.0092379017530579473 0.015615864839979336 -0.029624597286779991 0.021133505370586482 -6.763456256076621e-05 -0.0064178002669391977 -0.012519518083706821 0.017929267979268981
leaf_weight=0.0016469215030598923 0.0012548568950607542 0.0010033167243472738 0.001449410338884708 0.0010168524650757695 0.0012069661744897871 0.001304797175752828 0.0010199191639303266
leaf_count=537 213 885 474 57 108 235 612
internal_value=0 0.00177324 -0.000707816 -0.00640768 0.00861514 0.000563268 0.00894437
internal_weight=0 0.00825612 0.00700126 0.00434489 0.00265638 0.00334157 0.00203677
internal_count=3121 2584 2371 1789 582 904 669
is_linear=0
shrinkage=0.1


Tree=5204
num_leaves=9
num_cat=0
split_feature=11 2 3 3 2 1 16 15
split_gain=1.71705e-05 3.46094e-05 5.55784e-05 5.41207e-05 4.62057e-05 9.09285e-05 4.6293e-05 2.28202e-05
threshold=0.076920000000000002 0.088225000000000012 -0.078934999999999991 -0.091054999999999983 0.10613000000000002 0.10937500000000001 -0.091114999999999988 -0.055554999999999993
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 -1 -3 6 -6 -5 -4
right_child=-2 3 7 4 5 -7 -8 -9
leaf_value=-0.025333619252239911 -0.012008798006851555 0.027110856832384175 -0.0083038003357100293 0.025915901873833858 -0.029869816275945722 0.0091641509899909341 -0.0033691811039292447 0.012436263571724334
leaf_weight=0.0010818163773963401 0.0010709315343828659 0.001009349310916648 0.0010176379762030152 0.0011480350774229833 0.0010627194657769734 0.0013611449730384238 0.0010188200024339026 0.0011082987664719013
leaf_count=970 226 205 243 181 294 260 509 233
internal_value=0 0.00140115 -0.00688129 0.00614539 0.00153577 -0.00794991 0.0121465 0.00250846
internal_weight=0 0.00880782 0.00320775 0.00560007 0.00459072 0.00242386 0.00216686 0.00212594
internal_count=3121 2895 1446 1449 1244 554 690 476
is_linear=0
shrinkage=0.1


Tree=5205
num_leaves=10
num_cat=0
split_feature=4 13 43 43 13 1 4 2 15
split_gain=5.41262e-05 7.82531e-05 6.93433e-05 7.33945e-05 8.35154e-05 8.67769e-05 0.000107159 5.76513e-05 5.62525e-05
threshold=-0.49405499999999997 -0.23438999999999996 -0.24021999999999996 -0.072864999999999985 -0.014169999999999999 0.086560000000000012 0.0067750000000000006 0.10882500000000002 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 8 -5 -6 -7 -8 -4
right_child=1 2 3 4 5 6 7 -9 -10
leaf_value=-0.00043338952165263359 0.00054380638808724049 -0.00049256674113352949 5.6007074066434051e-05 -0.00050057760884149435 0.00047415518516366817 -0.00064395830806289532 0.0004361815314395773 -0.00017380909450543172 0.00066536620149151642
leaf_weight=0.0010698245329901846 0.0010267510190656711 0.0010849773051695806 0.0013050037208332756 0.0013962414305856898 0.001310953246719755 0.0010411728235700628 0.0011123690190560772 0.0012824892075054585 0.0010519462333752254
leaf_count=156 161 154 838 851 385 157 94 95 230
internal_value=0 2.93474e-05 -2.57609e-05 3.3823e-05 -7.9033e-05 4.49569e-05 -0.000118796 0.000109521 0.000327974
internal_weight=0 0.0106119 0.00958515 0.00850018 0.00614323 0.00474698 0.00343603 0.00239486 0.00235695
internal_count=3121 2965 2804 2650 1582 731 346 189 1068
is_linear=0
shrinkage=0.00196078


Tree=5206
num_leaves=8
num_cat=0
split_feature=11 2 43 3 2 1 16
split_gain=1.39723e-05 2.87039e-05 5.46282e-05 4.43493e-05 3.75357e-05 7.48908e-05 3.79013e-05
threshold=0.076920000000000002 0.088225000000000012 -0.074359999999999996 -0.091054999999999983 0.10613000000000002 0.10937500000000001 -0.091114999999999988
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 -3 6 -6 -5
right_child=-2 3 -4 4 5 -7 -8
leaf_value=0.0069441962965093203 -0.010832664018646345 0.024595280524779401 -0.019153029533903066 0.023475497227810206 -0.027126046754765976 0.008335456265977325 -0.0030219959290026435
leaf_weight=0.0015823324814512828 0.0010729527060080223 0.0010059274754990501 0.0016266766168258047 0.0011441020242751862 0.0010570103712220476 0.0013641259453204217 0.0010220371345851008
leaf_count=597 226 205 849 181 294 260 509
internal_value=0 0.00125436 -0.00628473 0.0055798 0.00140996 -0.00714619 0.0109733
internal_weight=0 0.00880221 0.00320901 0.0055932 0.00458728 0.00242114 0.00216614
internal_count=3121 2895 1446 1449 1244 554 690
is_linear=0
shrinkage=0.1


Tree=5207
num_leaves=10
num_cat=0
split_feature=48 4 42 43 16 16 1 49 47
split_gain=7.77131e-05 0.000130777 6.5084e-05 7.03129e-05 6.66979e-05 8.70931e-05 0.000103147 8.96123e-05 4.87741e-05
threshold=0.12474000000000002 0.36766000000000004 0.092620000000000022 0.12450000000000001 0.22339500000000004 0.0057500000000000008 1.0000000180025095e-35 -0.006494999999999999 0.078875000000000015
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 -1 -8 -9
right_child=-2 -3 -4 -5 -6 -7 7 8 -10
leaf_value=-0.00058391754168182948 -0.00052342489764202601 0.00058526647062659052 -0.00043718303717596468 0.00048805967730887722 -0.00048984434832136906 0.00053251531988148264 -0.00028657068566788915 0.00063391170929987949 4.8629366462729226e-05
leaf_weight=0.0011815531032774345 0.0010379121772854929 0.0014559067594686363 0.001393690460947985 0.0010770515818545323 0.0011151604238328989 0.0010941256053752322 0.0015062518085793772 0.0010708517904453822 0.0011199123130797885
leaf_count=960 102 308 500 168 294 203 189 284 113
internal_value=0 3.78186e-05 -4.55652e-05 2.12811e-05 -4.96494e-05 3.25393e-05 -7.95912e-05 8.15897e-05 0.000334717
internal_weight=0 0.0110145 0.0095586 0.00816491 0.00708786 0.00597269 0.00487857 0.00369702 0.00219076
internal_count=3121 3019 2711 2211 2043 1749 1546 586 397
is_linear=0
shrinkage=0.00196078


Tree=5208
num_leaves=9
num_cat=0
split_feature=159 15 0 48 52 3 0 43
split_gain=5.47711e-05 5.33474e-05 8.44283e-05 0.000141381 5.76221e-05 6.01652e-05 5.37994e-05 4.50183e-05
threshold=-1.0000000180025095e-35 -0.15026499999999995 -0.14920999999999998 0.088965000000000002 -0.10925999999999998 -0.082974999999999979 -0.10011499999999998 -0.090299999999999991
decision_type=2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 -4 7 -7 -6
right_child=1 2 3 -5 5 6 -8 -9
leaf_value=-0.0004249127269358397 0.00041557223023237891 -0.00039247048528598036 -0.00045228430409453786 0.00074096818683968277 4.6224362087851716e-05 0.00016422042860168284 -0.00036532160029010397 0.00059853225046220863
leaf_weight=0.001103286852364352 0.0012440571179549 0.0018430133032638629 0.0010553309556239256 0.0010557290556798644 0.001298930478568697 0.0013107773854675953 0.0016869230214762751 0.001007483336102268
leaf_count=509 321 170 423 291 201 154 587 465
internal_value=0 3.43412e-05 -1.68862e-05 7.64638e-05 -3.38503e-05 4.94033e-05 -0.000133774 0.000287482
internal_weight=0 0.0105022 0.00925819 0.00741517 0.00635945 0.00530411 0.0029977 0.00230641
internal_count=3121 2612 2291 2121 1830 1407 741 666
is_linear=0
shrinkage=0.00196078


Tree=5209
num_leaves=8
num_cat=0
split_feature=13 3 1 15 2 15 47
split_gain=1.60006e-05 2.86164e-05 5.32955e-05 6.19127e-05 4.49884e-05 4.12981e-05 6.08281e-05
threshold=-0.23438999999999996 0.10893000000000001 1.0000000180025095e-35 0.035560000000000008 0.10402500000000002 -0.040439999999999997 0.086380000000000012
decision_type=2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 6 -4
right_child=1 -3 4 -5 -6 -7 -8
leaf_value=0.01071600739482175 -0.026297107973540297 -0.015201357863291562 0.0097554189844734993 0.0053336752936138897 0.025760416628858519 0.013661236523135426 -0.023502844294568264
leaf_weight=0.0012081818535510632 0.0012887942809724157 0.0013076962081386041 0.0010890154849425644 0.0011903686667661395 0.001003649397262097 0.0017151584930307157 0.0011109096099143029
leaf_count=169 828 111 215 759 301 550 188
internal_value=0 -0.00156467 0.000845829 -0.0111096 0.00687166 0.00202945 -0.00703921
internal_weight=0 0.00870559 0.0073979 0.00247916 0.00491873 0.00391508 0.00219993
internal_count=3121 2952 2841 1587 1254 953 403
is_linear=0
shrinkage=0.1


Tree=5210
num_leaves=9
num_cat=0
split_feature=48 48 1 47 15 15 4 2
split_gain=5.7009e-05 8.99172e-05 5.3767e-05 8.27955e-05 7.46988e-05 4.58583e-05 0.000100954 2.2774e-05
threshold=0.11951500000000001 0.092475000000000016 0.094825000000000007 0.094460000000000002 -0.0063699999999999989 0.088655000000000025 -0.084369999999999987 0.11067500000000001
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 4 7 -1 6 -6 -4
right_child=-2 -3 3 -5 5 -7 -8 -9
leaf_value=-0.00052452757518803566 -0.00044938255316955298 0.00053283399565465749 0.00055485300623307136 -0.00027704732015215342 -0.00016080798361450685 -0.00034207604025790597 0.00058755855065731105 0.00015866201318954568
leaf_weight=0.0014959529267126329 0.0010232440028035356 0.0012319945328328344 0.0012573259962355432 0.0010989747391037699 0.0018732101398620761 0.0011707612014792913 0.001100004233988506 0.0010026327374780891
leaf_count=800 114 251 383 110 374 566 277 246
internal_value=0 3.60305e-05 -3.19846e-05 0.00016441 -0.00014895 -1.33687e-05 0.000116066 0.000379083
internal_weight=0 0.0102309 0.00899886 0.00335893 0.00563993 0.00414398 0.00297321 0.00225996
internal_count=3121 3007 2756 739 2017 1217 651 629
is_linear=0
shrinkage=0.00196078


Tree=5211
num_leaves=9
num_cat=0
split_feature=14 15 4 0 42 49 15 3
split_gain=4.45374e-05 7.76669e-05 3.84748e-05 8.3712e-05 5.21225e-05 9.37734e-05 0.00012665 0.0002114
threshold=-1.0000000180025095e-35 -0.10653 -0.49405499999999997 -0.0058249999999999994 0.091295000000000015 -0.054319999999999993 -0.016799999999999995 -0.059315
decision_type=2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 5 -4 -7 -8
right_child=1 2 3 -5 -6 6 7 -9
leaf_value=-0.00038857200257039264 0.00043982589022133098 -0.00039592497207510609 -0.00058919604841585818 0.00051372215904640201 0.00028805960870031667 -0.00044403573252017994 -0.00024474471847640009 0.00093567797659093767
leaf_weight=0.0010545397197445185 0.0015437601445676347 0.0010168436072459886 0.0014217062751075826 0.0010878946316539096 0.0012400364067902828 0.0015084466752192755 0.0013036467817594875 0.0010556191332518736
leaf_count=161 388 156 255 129 528 522 897 85
internal_value=0 3.47479e-05 -3.76784e-05 1.01441e-05 -7.37588e-05 -0.000158582 -2.96122e-07 0.000283418
internal_weight=0 0.010178 0.00863419 0.00761735 0.00652946 0.00528942 0.00386771 0.00235927
internal_count=3121 2960 2572 2416 2287 1759 1504 982
is_linear=0
shrinkage=0.00196078


Tree=5212
num_leaves=9
num_cat=0
split_feature=15 15 52 43 15 2 3 12
split_gain=7.02661e-05 4.3864e-05 5.03337e-05 0.00011438 6.25464e-05 6.33515e-05 0.000111313 0.000139419
threshold=-0.24436499999999997 -0.11033999999999998 -0.088204999999999992 -0.074359999999999996 -0.074054999999999996 0.10613000000000002 -0.059315 0.089735000000000023
decision_type=2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 -4 6 7 -6
right_child=1 2 4 -5 5 -7 -8 -9
leaf_value=0.00046459138483178838 -0.00040478573206936661 0.0001722255580358706 0.00037632774557963626 -0.00074907497079398162 -0.0006556910274314676 -0.0003825035277196595 0.00053907841599778192 0.00025584482052893009
leaf_weight=0.0011031550412337705 0.0012220659213664871 0.0010557476703202187 0.0018645805982422199 0.0010173364327880239 0.0011592002209559324 0.0015024005623454212 0.0013853983012461998 0.0014546303734703299
leaf_count=253 256 316 409 299 703 240 124 521
internal_value=0 -5.52433e-05 -9.9895e-06 -0.00027989 6.59689e-05 -3.92162e-05 8.97475e-05 -0.00014841
internal_weight=0 0.0106614 0.00943929 0.00207308 0.00736621 0.00550163 0.00399923 0.00261383
internal_count=3121 2868 2612 615 1997 1588 1348 1224
is_linear=0
shrinkage=0.00196078


Tree=5213
num_leaves=9
num_cat=0
split_feature=48 4 12 3 2 0 15 15
split_gain=5.24407e-05 8.3248e-05 6.25539e-05 0.000187191 0.000102487 6.95112e-05 6.58228e-05 6.04983e-05
threshold=0.11951500000000001 0.36766000000000004 -0.040564999999999997 0.10542000000000001 0.095195000000000016 -0.060129999999999996 -0.094549999999999981 0.088235000000000022
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 6 -4 -8
right_child=-2 -3 3 -5 -6 -7 7 -9
leaf_value=-0.00048323432618416407 -0.00043660586945611774 0.00048803611540226632 0.00022344313439388858 0.00063944054418220648 -0.00055593986274402377 0.00043774701942729842 -0.0006171155925461725 -1.4516059592332884e-05
leaf_weight=0.0010767214065449697 0.0010320550198580315 0.0013160562491231704 0.0014648055955303841 0.0015263960926833603 0.0015910928984024806 0.0011519562393700307 0.0012068713184434064 0.0013650071415001236
leaf_count=217 114 302 215 112 567 113 964 517
internal_value=0 2.62115e-05 -3.85649e-05 1.90775e-05 -0.000120592 1.29075e-05 -0.00010833 -0.00029729
internal_weight=0 0.0106989 0.00938285 0.00830613 0.00677973 0.00518864 0.00403668 0.00257188
internal_count=3121 3007 2705 2488 2376 1809 1696 1481
is_linear=0
shrinkage=0.00196078


Tree=5214
num_leaves=10
num_cat=0
split_feature=159 51 15 16 133 15 15 4 15
split_gain=9.49098e-05 5.92366e-05 5.62845e-05 5.20917e-05 4.62775e-05 8.20609e-05 0.000116682 9.14863e-05 0.000100475
threshold=-0.032739999999999991 0.091630000000000003 -0.15914499999999995 -0.49446999999999991 -0.0061299999999999992 -0.10091499999999999 -0.016799999999999995 -0.35136499999999998 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 -5 -6 -7 -8 -9
right_child=1 -3 3 4 5 6 7 8 -10
leaf_value=-0.00058874129626589858 0.00041347587665789478 0.00048902175740882649 -0.00045391624860811598 -0.00033947682689124483 0.00057790880939585234 -0.00050447655774269113 -0.00029082725734061373 0.00081465707859813233 2.8927468502130645e-05
leaf_weight=0.0010082761715997568 0.0010885271046591578 0.0010238812501924934 0.0011212053460802791 0.0012872678262985486 0.001018794326793443 0.0014445904444022489 0.001222810239519589 0.0010835938630495091 0.001480755712049753
leaf_count=421 297 248 163 642 92 459 137 205 457
internal_value=0 4.03682e-05 -6.75838e-06 -5.95861e-05 -9.31838e-07 6.87898e-05 -3.03525e-05 0.000150499 0.000360946
internal_weight=0 0.0107714 0.00974754 0.00865902 0.00753781 0.00625054 0.00523175 0.00378716 0.00256435
internal_count=3121 2700 2452 2155 1992 1350 1258 799 662
is_linear=0
shrinkage=0.00196078


Tree=5215
num_leaves=9
num_cat=0
split_feature=484 4 0 0 16 151 1 2
split_gain=0.000154814 4.95936e-05 0.000115488 6.70676e-05 0.000113305 9.69286e-05 9.45736e-05 9.00859e-05
threshold=-1.0000000180025095e-35 -0.49405499999999997 -1.0000000180025095e-35 -0.053834999999999994 0.0065250000000000004 -0.044604999999999992 1.0000000180025095e-35 0.088850000000000012
decision_type=2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 5 -3 -7 -8
right_child=1 2 -4 -5 -6 6 7 -9
leaf_value=-0.00074568479900398443 -0.0003434065293248591 -0.00048086474612570496 0.00069124579554419524 -0.00042186730920256224 0.00066052740432767665 -0.00035134603566532594 -1.9168898081001439e-05 0.00058487623788986711
leaf_weight=0.0010083549432959868 0.0010697612152547392 0.0013328813446566012 0.001128540169110113 0.0011264061596642947 0.0011402627085027907 0.0012640884924226621 0.0019990939168404108 0.0018075206020199104
leaf_count=515 133 287 170 176 326 887 433 194
internal_value=0 5.74597e-05 0.000101223 2.44247e-05 9.10626e-05 -1.03399e-05 0.000113342 0.000267654
internal_weight=0 0.0108686 0.00979879 0.00867025 0.00754385 0.00640358 0.0050707 0.00380661
internal_count=3121 2606 2473 2303 2127 1801 1514 627
is_linear=0
shrinkage=0.00196078


Tree=5216
num_leaves=8
num_cat=0
split_feature=11 2 52 3 43 0 13
split_gain=1.63901e-05 3.3272e-05 6.28409e-05 0.000104078 4.74371e-05 8.18119e-05 4.77415e-05
threshold=0.078340000000000007 0.099185000000000009 0.10744000000000002 0.12178000000000001 -0.074359999999999996 -0.10011499999999998 -0.0034749999999999994
decision_type=2 2 2 2 2 2 2
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right_child=-2 2 -4 -5 5 -7 -8
leaf_value=0.021418963764844697 -0.012159098933493507 0.018192497214353228 0.029724309715887499 -0.022201194267625207 0.0017583763815545003 -0.030723539162021453 -0.007952601325765904
leaf_weight=0.0011711902604336156 0.0010147151646979135 0.0014487819464600554 0.0010190389076240023 0.0011396194399520866 0.0019043010601442428 0.0013080318789209058 0.0010491323563370505
leaf_count=676 208 469 194 140 214 1002 218
internal_value=0 0.00124443 0.00868934 0.000407993 -0.00369921 -0.011468 0.0075405
internal_weight=0 0.0090401 0.00360744 0.0025884 0.00543266 0.00321233 0.00222032
internal_count=3121 2913 803 609 2110 1216 894
is_linear=0
shrinkage=0.1


Tree=5217
num_leaves=9
num_cat=0
split_feature=48 48 51 1 16 16 43 3
split_gain=6.1731e-05 8.72705e-05 6.36257e-05 7.23391e-05 5.4376e-05 4.69056e-05 7.57663e-05 0.000117376
threshold=0.11951500000000001 0.092475000000000016 0.084305000000000019 0.111945 -0.091354999999999978 -0.056919999999999991 -0.088004999999999986 0.090900000000000009
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 -6 -7 -8
right_child=-2 -3 -4 -5 5 6 7 -9
leaf_value=-0.00035875682516815788 -0.00046840855024111213 0.00051294403015301484 -0.0004548310933644666 0.00037694760980077317 0.00039014617353588793 0.00035907376264294696 -0.00072855197558317568 0.00017615648088235372
leaf_weight=0.0017906229888725875 0.0010363446745854646 0.001279899725077316 0.0011985952209581209 0.0017890081597687329 0.0011338210204585282 0.0010559843920703834 0.0011110950486324022 0.0010944066682390119
leaf_count=409 114 251 335 327 624 249 739 73
internal_value=0 3.3305e-05 -3.36147e-05 2.96921e-05 -7.07363e-05 4.66016e-05 -7.2828e-05 -0.000279621
internal_weight=0 0.0104534 0.00917353 0.00797494 0.00618593 0.00439531 0.00326149 0.0022055
internal_count=3121 3007 2756 2421 2094 1685 1061 812
is_linear=0
shrinkage=0.00196078


Tree=5218
num_leaves=9
num_cat=0
split_feature=42 42 403 15 160 1 4 16
split_gain=4.01871e-05 8.21132e-05 6.58205e-05 9.50982e-05 5.78206e-05 6.21774e-05 8.89602e-05 6.24375e-05
threshold=0.10194000000000002 0.091295000000000015 0.03138500000000001 0.035560000000000008 -1.0000000180025095e-35 0.094385000000000011 -0.043364999999999994 -0.27167499999999994
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 6 -6 -7
right_child=-2 -3 -4 -5 5 7 -8 -9
leaf_value=-0.00029684206117341054 -0.000385372060661753 0.00051958669806382034 0.00042058868457867143 -0.00058662757961590469 0.00030424637953817068 -6.8844282690062148e-05 -0.0004431763196193446 0.00055479642903264164
leaf_weight=0.0019055625552361691 0.0010068824179286793 0.0011481494478498755 0.0010744489002368933 0.0012801766394428217 0.0010835454778685414 0.0010026214235082419 0.0014075656032259958 0.0016056599041983583
leaf_count=550 355 348 291 703 71 140 366 297
internal_value=0 2.46943e-05 -3.60147e-05 -9.52288e-05 -5.42422e-06 0.000103474 -0.000118074 0.000315069
internal_weight=0 0.0105077 0.00935958 0.00828513 0.00700495 0.00509939 0.00249111 0.00260828
internal_count=3121 2766 2418 2127 1424 874 437 437
is_linear=0
shrinkage=0.00196078


Tree=5219
num_leaves=10
num_cat=0
split_feature=484 4 0 0 16 151 49 3 2
split_gain=0.000151825 6.75681e-05 0.000111952 6.7028e-05 0.000127017 0.000106098 9.47163e-05 0.000123052 5.60267e-05
threshold=-1.0000000180025095e-35 -0.49405499999999997 0.010870000000000003 -0.053834999999999994 0.0065250000000000004 -0.044604999999999992 -0.069799999999999987 0.013900000000000001 0.088225000000000012
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 5 -3 -7 8 -8
right_child=1 2 -4 -5 -6 6 7 -9 -10
leaf_value=-0.00073453479713969617 -0.0004088436101292654 -0.00049940228336648547 0.00069930735936240651 -0.00039615640597014611 0.00068502829595750532 -0.00041741304746984093 -0.0002068237886197515 0.00071078717088289686 0.00035394568598327516
leaf_weight=0.0010379341634518596 0.0011173690497389361 0.0013565018657057913 0.001069426358657785 0.0012342480886680428 0.0011919961626929154 0.0010387576111298607 0.0017804170359169294 0.0014374540499605577 0.0011133349029184454
leaf_count=515 133 287 149 197 326 104 799 128 483
internal_value=0 4.89567e-05 9.89983e-05 2.88566e-05 9.51032e-05 -9.43731e-06 0.000114332 0.000241861 8.92526e-06
internal_weight=0 0.0113395 0.0102221 0.00915271 0.00791846 0.00672647 0.00536996 0.00433121 0.00289375
internal_count=3121 2606 2473 2324 2127 1801 1514 1410 1282
is_linear=0
shrinkage=0.00196078


Tree=5220
num_leaves=9
num_cat=0
split_feature=52 52 12 4 15 1 2 0
split_gain=2.65192e-05 3.31029e-05 7.80566e-05 7.23323e-05 9.47392e-05 0.000154216 5.92334e-05 4.94084e-05
threshold=0.15915500000000002 0.070205000000000017 0.097825000000000009 -0.04890499999999999 -0.016799999999999995 0.11181500000000001 0.089885000000000007 -0.053834999999999994
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 6 -5 -3
right_child=-2 7 -4 4 -6 -7 -8 -9
leaf_value=-0.02584802912739205 -0.015544722522883837 0.028500465204278243 0.021143635603704549 -0.0099395280802798084 0.025061427755355931 -0.038004098407765696 0.023846740818975691 -0.0024525628204417928
leaf_weight=0.0014549055855002492 0.0010046892651407137 0.001011057725316164 0.0012345446885347828 0.0010028384880184094 0.00111402312227672 0.001157417859883977 0.0010753002853810412 0.0010525663419113348
leaf_count=558 368 601 334 335 245 252 334 94
internal_value=0 0.00157509 -0.00169009 -0.00654656 -9.03412e-05 -0.00875026 0.00754265 0.0127126
internal_weight=0 0.00910265 0.00703903 0.00580449 0.00434958 0.00323556 0.00207814 0.00206362
internal_count=3121 2753 2058 1724 1166 921 669 695
is_linear=0
shrinkage=0.1


Tree=5221
num_leaves=8
num_cat=0
split_feature=52 52 12 12 13 1 0
split_gain=2.15379e-05 2.78382e-05 4.85867e-05 8.06667e-05 4.55011e-05 6.66566e-05 5.08502e-05
threshold=0.15915500000000002 0.10024500000000001 0.097825000000000009 0.090020000000000017 -0.010384999999999998 0.10920500000000001 -0.22491999999999998
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 4 -1 6 -6
right_child=-2 -3 -4 -5 5 -7 -8
leaf_value=0.013181679805142092 -0.014024266481079687 0.015705435351457849 0.017168927111414531 -0.02974302483245311 0.020033167489847719 -0.027116835142651161 -0.0085737038267066357
leaf_weight=0.0018951282962418026 0.0010023824152188979 0.0011861022045020824 0.0012715033336391009 0.0010398242583685106 0.0010244471818887104 0.0010547663864173776 0.00157926630079909
leaf_count=1010 368 245 379 478 84 113 444
internal_value=0 0.00142447 -0.000729232 -0.00418078 0.000605338 -0.00590933 0.00268185
internal_weight=0 0.00905104 0.00786494 0.00659343 0.00555361 0.00365848 0.00260371
internal_count=3121 2753 2508 2129 1651 641 528
is_linear=0
shrinkage=0.1


Tree=5222
num_leaves=8
num_cat=0
split_feature=1 4 15 3 12 3 2
split_gain=2.05138e-05 4.85705e-05 4.00855e-05 2.54006e-05 8.09567e-05 2.93765e-05 2.2512e-06
threshold=0.090405000000000013 -0.15764999999999998 -1.0000000180025095e-35 0.083060000000000009 0.090840000000000018 0.11658 0.088930000000000023
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -3 4 -2 -5 -4
right_child=3 2 6 5 -6 -7 -8
leaf_value=0.0085543016516532421 0.029559938458813301 -0.028857582630842 -0.0010239020823690412 -0.015310325148005366 -0.0048008373436824892 0.0063869615261562393 -0.0077300468987232199
leaf_weight=0.001709511118084052 0.0012551280355255164 0.0010045223838444444 0.0010008257892834232 0.0011055904984746956 0.0015113559986201348 0.0014325578740500555 0.0010014716932141049
leaf_count=142 391 899 639 89 421 220 320
internal_value=0 -0.00490436 -0.0125562 0.00416023 0.0107883 -0.00306415 -0.00437806
internal_weight=0 0.00471633 0.00300682 0.00530463 0.00276648 0.00253815 0.0020023
internal_count=3121 2000 1858 1121 812 309 959
is_linear=0
shrinkage=0.1


Tree=5223
num_leaves=9
num_cat=0
split_feature=48 4 12 3 47 2 2 15
split_gain=5.62941e-05 0.000106769 5.22784e-05 0.000157142 8.91115e-05 8.88068e-05 6.55918e-05 4.29645e-05
threshold=0.11951500000000001 0.36766000000000004 -0.040564999999999997 0.10542000000000001 0.085270000000000026 0.095195000000000016 0.088225000000000012 0.013270000000000002
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 6 7 -4
right_child=-2 -3 3 -5 -6 -7 -8 -9
leaf_value=-0.00045470777514811838 -0.000453363901401447 0.00054927779289567298 -0.00058462290069304502 0.00058210440183358979 0.00031479861034366236 -0.00064368070029710881 0.00020326401449035427 -3.6436553907397625e-05
leaf_weight=0.0010591555901519984 0.0010179668191286845 0.0013293954342443034 0.0010788769986932575 0.0015023005428231179 0.0014447079357305442 0.0014753056189579844 0.0017511216678188939 0.0011206543211166266
leaf_count=217 114 302 367 112 268 544 452 745
internal_value=0 2.90511e-05 -4.42714e-05 7.6476e-06 -0.00011796 -0.000233185 -7.98929e-05 -0.000305324
internal_weight=0 0.0107615 0.00943212 0.00837297 0.00687067 0.00542596 0.00395065 0.00219953
internal_count=3121 3007 2705 2488 2376 2108 1564 1112
is_linear=0
shrinkage=0.00196078


Tree=5224
num_leaves=9
num_cat=0
split_feature=42 42 403 15 160 4 1 3
split_gain=6.30727e-05 7.21694e-05 8.03691e-05 0.00014823 4.68504e-05 6.8588e-05 6.5288e-05 3.44129e-05
threshold=0.10256000000000001 0.091295000000000015 0.03138500000000001 0.079055000000000014 -1.0000000180025095e-35 0.24564500000000003 0.086560000000000012 0.095270000000000007
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 6 -6 -8
right_child=-2 -3 -4 -5 5 -7 7 -9
leaf_value=-0.00025467603078408341 -0.00047924417530025422 0.00048983334270431161 0.00047417803316471919 -0.00078248990511888363 0.0002742983693865678 0.00048514442074437376 -0.00046468745530639798 -1.9681805550335539e-06
leaf_weight=0.0019165091281362233 0.0010063659055536021 0.0011882785649866565 0.0011075220924187 0.001035561355344829 0.0016846320158202931 0.0013506234643615765 0.0011987199109623585 0.0012754147282623141
leaf_count=555 346 357 291 675 336 195 269 97
internal_value=0 3.40807e-05 -2.25148e-05 -8.7527e-05 9.38741e-06 0.000101245 -2.34321e-05 -0.000226156
internal_weight=0 0.0107573 0.00956898 0.00846146 0.0074259 0.00550939 0.00415877 0.00247413
internal_count=3121 2775 2418 2127 1452 897 702 366
is_linear=0
shrinkage=0.00196078


Tree=5225
num_leaves=7
num_cat=0
split_feature=4 16 2 48 15 4
split_gain=1.87804e-05 2.97599e-05 6.26978e-05 4.21535e-05 6.95229e-05 5.73859e-05
threshold=0.27287000000000006 -0.092484999999999984 0.092755000000000018 0.084855000000000014 -0.016799999999999995 -0.084369999999999987
decision_type=2 2 2 2 2 2
left_child=1 2 -1 4 -3 -6
right_child=-2 3 -4 -5 5 -7
leaf_value=0.0015258686730878935 0.010237866428796198 -0.024692359429292557 -0.029676767435016401 0.017298842993361919 -0.0086586622605336564 0.017404341236698075
leaf_weight=0.0016605348962346114 0.001492887020236265 0.00108280878496805 0.0010519250955239696 0.0013905812781198346 0.001682931954974281 0.0016963379049354022
leaf_count=319 352 469 185 404 504 888
internal_value=0 -0.00191637 -0.0105749 0.00209649 -0.00264124 0.00442454
internal_weight=0 0.00856512 0.00271246 0.00585266 0.00446208 0.00337927
internal_count=3121 2769 504 2265 1861 1392
is_linear=0
shrinkage=0.1


Tree=5226
num_leaves=9
num_cat=0
split_feature=159 2 16 15 151 16 16 16
split_gain=4.38692e-05 4.42917e-05 5.9187e-05 5.89125e-05 9.27067e-05 0.000106407 6.88694e-05 4.33158e-05
threshold=-0.029685 0.088225000000000012 -0.088394999999999987 0.088655000000000025 -0.044604999999999992 0.071345000000000006 -0.23935499999999996 -0.022939999999999999
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 -3 6 -6 -4
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leaf_value=-0.00040373806636814151 -0.00049731491576065427 -0.00027993559210545216 0.00034428022002666229 -0.00029448258836588319 0.0001834019452514139 -4.6221747262616799e-05 0.00083066474695703881 -0.00017498480616007464
leaf_weight=0.001000440856299867 0.0012254606449622761 0.0011939093715324662 0.0010049267957452474 0.0010884449048742407 0.00102873422139162 0.0017037833936194118 0.0016388508830241608 0.0016025708264091785
leaf_count=425 379 264 448 306 181 306 332 480
internal_value=0 2.59969e-05 -0.000141898 0.000122715 0.000204309 0.000336566 0.000581053 2.51394e-05
internal_weight=0 0.0104867 0.00383296 0.00665372 0.00556528 0.00437137 0.00266759 0.0026075
internal_count=3121 2696 1307 1389 1083 819 513 928
is_linear=0
shrinkage=0.00196078


Tree=5227
num_leaves=9
num_cat=0
split_feature=484 4 42 43 43 43 2 4
split_gain=0.000170971 7.43089e-05 4.72309e-05 9.25027e-05 8.65238e-05 8.96501e-05 4.8481e-05 5.4318e-05
threshold=-1.0000000180025095e-35 0.27044500000000005 0.092620000000000022 0.12450000000000001 -0.073959999999999984 -0.09225499999999999 0.092755000000000018 -0.0024449999999999997
decision_type=2 2 2 2 2 2 2 2
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leaf_weight=0.0010146282692074802 0.001579874922482656 0.001589877237147346 0.0013923152097298904 0.0010673331864621922 0.0010873653402787196 0.0010826773170536188 0.0017976365906314682 0.0013335253269052085
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internal_value=0 6.35209e-05 -3.17816e-06 5.51772e-05 -2.81311e-05 0.000248627 -0.000202809 -2.16756e-05
internal_weight=0 0.0109306 0.00934073 0.00794841 0.00688108 0.00266255 0.00421853 0.00242089
internal_count=3121 2606 2260 1834 1684 738 946 650
is_linear=0
shrinkage=0.00196078


Tree=5228
num_leaves=9
num_cat=0
split_feature=42 42 15 160 151 47 133 1
split_gain=7.80752e-05 0.000102065 9.65127e-05 5.74683e-05 9.01332e-05 7.35466e-05 6.93434e-05 7.2088e-05
threshold=0.10256000000000001 0.091295000000000015 0.088655000000000025 -0.087874999999999995 -0.0083949999999999979 0.09550500000000002 0.076280000000000014 0.095025000000000012
decision_type=2 2 2 2 2 2 2 2
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right_child=-2 -3 -4 4 5 -7 -8 -9
leaf_value=0.00047921777317989309 -0.00052404250466376776 0.00057658112726434029 -0.0005495552022102406 -0.00042661065016769969 -0.00041809934935529866 0.00048203655125291889 0.00040719989896058974 0.00014902336643616464
leaf_weight=0.0010503679169964935 0.0010142289459822108 0.0012312258410444093 0.0011751046783925303 0.0015819385005050642 0.0018854341245358513 0.0014618845930616858 0.0010940049670143254 0.0015870951619917232
leaf_count=326 346 357 387 385 620 139 315 246
internal_value=0 4.43637e-05 -2.2258e-05 4.92868e-05 -1.00515e-05 9.92592e-05 -2.32793e-05 -0.0001589
internal_weight=0 0.0110671 0.00983583 0.00866073 0.00761036 0.00602842 0.00456653 0.00347253
internal_count=3121 2775 2418 2031 1705 1320 1181 866
is_linear=0
shrinkage=0.00196078


Tree=5229
num_leaves=8
num_cat=0
split_feature=52 133 0 0 42 3 1
split_gain=1.81596e-05 2.6783e-05 4.28564e-05 8.86917e-05 7.51225e-05 7.1951e-05 4.98071e-05
threshold=0.15915500000000002 -0.0061299999999999992 -0.14920999999999998 -0.10607499999999999 0.091295000000000015 -0.028564999999999997 0.10887500000000001
decision_type=2 2 2 2 2 2 2
left_child=1 -1 6 -4 5 -5 -3
right_child=-2 2 3 4 -6 -7 -8
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leaf_weight=0.0013893762497061398 0.0010044240874842224 0.0012082437077400288 0.0010238888875894582 0.0017671032470898793 0.0010201454552979713 0.001702235769267165 0.0010079034305081514
leaf_count=805 368 138 166 905 433 234 72
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internal_weight=0 0.0091189 0.00772952 0.00551337 0.00448948 0.00346934 0.00221615
internal_count=3121 2753 1948 1738 1572 1139 210
is_linear=0
shrinkage=0.1


Tree=5230
num_leaves=9
num_cat=0
split_feature=4 0 1 52 15 15 16 0
split_gain=3.87154e-05 9.72918e-05 4.07965e-05 5.0481e-05 3.6074e-05 8.68049e-05 8.03618e-05 7.25494e-05
threshold=-0.49405499999999997 1.0000000180025095e-35 0.077565000000000009 0.083680000000000018 0.035560000000000008 -0.018314999999999994 -0.056919999999999991 -0.20211999999999997
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 6 7 -4
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leaf_value=-0.0003695929020305571 -0.00057363534006067826 0.00054929454744477764 -0.00018104027973648668 3.3143236820203812e-05 -0.00030116038217781828 0.00060188494742539748 -0.00038637118060213258 0.00039872111268602706
leaf_weight=0.001030055250267726 0.0010871796913182253 0.0012194221043953816 0.0014484846529083664 0.001023320186545533 0.0010661398944210891 0.001051574824322667 0.0015621503580297725 0.0019429818591823811
leaf_count=156 843 186 98 708 367 136 293 334
internal_value=0 2.89239e-05 -4.01855e-05 -0.000279426 3.12179e-05 9.02271e-05 -1.83898e-05 0.000151107
internal_weight=0 0.0104013 0.00918183 0.0021105 0.00707133 0.00600519 0.00495362 0.00339147
internal_count=3121 2965 2779 1551 1228 861 725 432
is_linear=0
shrinkage=0.00196078


Tree=5231
num_leaves=8
num_cat=0
split_feature=4 42 49 160 16 16 3
split_gain=1.98083e-05 3.0537e-05 4.15736e-05 4.96175e-05 4.64161e-05 7.58521e-05 2.81306e-05
threshold=0.27287000000000006 0.092620000000000022 -0.00064499999999999985 0.079055000000000014 0.22339500000000004 -0.088394999999999987 -0.078934999999999991
decision_type=2 2 2 2 2 2 2
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right_child=-2 -3 4 -5 -6 6 -8
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leaf_weight=0.0011921639595263668 0.0015020835552589295 0.0012480707816678125 0.0013449011305291846 0.0011404859848073816 0.0011560582248400014 0.0010853383351277445 0.0014422990306992146
leaf_count=341 352 526 438 179 279 718 288
internal_value=0 -0.0019566 0.000495698 -0.0105383 0.0056141 0.0108634 0.0210722
internal_weight=0 0.00860932 0.00736125 0.00233265 0.0050286 0.00387254 0.00252764
internal_count=3121 2769 2243 520 1723 1444 1006
is_linear=0
shrinkage=0.1


Tree=5232
num_leaves=7
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split_feature=1 12 12 3 3 0
split_gain=1.99716e-05 5.52415e-05 4.18434e-05 0.000111262 3.49751e-05 1.96363e-05
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decision_type=2 2 2 2 2 2
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leaf_value=-0.0034893727336079931 0.031424383499596517 0.018075855577147009 -0.0093776118671784533 -0.0065770181330934586 -0.0050986971806336323 -0.020076189543880789
leaf_weight=0.0011921894760180817 0.0014603328739284131 0.0013072636059215936 0.0014168775700769288 0.0016308958670288214 0.0012976993954968946 0.0017784082461324094
leaf_count=153 379 533 338 226 536 956
internal_value=0 -0.0040983 0.00485275 0.0113753 0.00653112 -0.0134194
internal_weight=0 0.00557556 0.00450811 0.00309123 0.00260496 0.0029706
internal_count=3121 2178 943 605 1069 1109
is_linear=0
shrinkage=0.1


Tree=5233
num_leaves=7
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split_feature=3 51 0 0 13 16
split_gain=1.82478e-05 3.39779e-05 3.85533e-05 5.08467e-05 4.36221e-05 7.9212e-05
threshold=0.13524500000000003 0.08955500000000001 -0.17169499999999996 -0.10224499999999999 -0.017449999999999997 -0.056919999999999991
decision_type=2 2 2 2 2 2
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right_child=-2 -3 3 4 5 -7
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leaf_weight=0.0014534366753278108 0.0014128700165986384 0.0010849699842148666 0.0014683851254623272 0.0018463673356120328 0.0010879511694654187 0.001702807291165893
leaf_count=140 192 348 283 1247 483 428
internal_value=0 -0.00180752 0.000567798 -0.00291668 0.00221862 0.0101077
internal_weight=0 0.00864392 0.00755895 0.00610551 0.00463713 0.00279076
internal_count=3121 2929 2581 2441 2158 911
is_linear=0
shrinkage=0.1


Tree=5234
num_leaves=7
num_cat=0
split_feature=1 43 2 43 4 4
split_gain=1.87399e-05 3.50459e-05 5.88311e-05 3.23576e-05 4.54625e-05 4.6964e-05
threshold=0.104035 -0.080084999999999976 0.10803500000000001 -0.083134999999999987 -0.0016099999999999997 -0.077834999999999988
decision_type=2 2 2 2 2 2
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right_child=1 2 -4 4 -6 -7
leaf_value=0.0077416791388522288 -0.010145956155641504 0.030510239983628382 0.00037971999143963199 -0.010833526930625361 -0.020710322429996403 0.016506162618943651
leaf_weight=0.0018078493272290601 0.0010575433903998073 0.0010114303701191346 0.0018036023973541564 0.0015625647300786744 0.0017377942989554203 0.0010508809669094454
leaf_count=661 187 204 300 704 494 571
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internal_weight=0 0.00387258 0.00281503 0.00615909 0.00435124 0.00261345
internal_count=3121 691 504 2430 1769 1275
is_linear=0
shrinkage=0.1


Tree=5235
num_leaves=8
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split_feature=50 15 47 3 12 0 16
split_gain=1.75111e-05 4.32311e-05 3.98252e-05 7.70218e-05 4.89679e-05 5.5235e-05 9.23684e-05
threshold=0.07826000000000001 -0.15914499999999995 0.096175000000000024 0.10542000000000001 0.092355000000000007 -0.10224499999999999 -0.056919999999999991
decision_type=2 2 2 2 2 2 2
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right_child=-2 2 -4 -5 -6 6 -8
leaf_value=0.020743407248251147 -0.011845270053772868 -0.013147439938864497 -0.017138161850395395 0.022950011783883763 -0.022864384416147535 0.032910934299294023 -0.0058071791879338195
leaf_weight=0.0010241331000504063 0.001121039220369332 0.0016073005688384311 0.0012934766392925312 0.0013910715600349011 0.00104747808600472 0.0010677630724442828 0.001456849765544131
leaf_count=306 612 256 188 135 587 461 576
internal_value=0 0.00141767 -0.00109915 0.00205833 -0.00355272 0.00134296 0.0105683
internal_weight=0 0.00888807 0.00786394 0.00657046 0.00517939 0.00413191 0.00252461
internal_count=3121 2509 2203 2015 1880 1293 1037
is_linear=0
shrinkage=0.1


Tree=5236
num_leaves=9
num_cat=0
split_feature=48 48 1 4 13 13 0 16
split_gain=5.65418e-05 0.000114662 7.56959e-05 6.33224e-05 4.72046e-05 9.45461e-05 5.96876e-05 7.5665e-05
threshold=0.11951500000000001 0.092475000000000016 0.111945 0.11275500000000001 -0.094514999999999988 -0.033284999999999988 -0.10224499999999999 -0.056919999999999991
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 4 -4 -1 -6 -7 -8
right_child=-2 -3 3 -5 5 6 7 -9
leaf_value=0.00013843439968644645 -0.00045002881155303457 0.00057608935036675287 -6.3169613226888815e-05 0.00062740622019802513 -0.00075867193098417022 -0.00037608240048921462 0.0004230348348682497 -0.00023435459989974705
leaf_weight=0.0017841818662237162 0.0010435291324461691 0.0012911570087647565 0.0010063166711540242 0.0010361123677618785 0.0010483760572841993 0.0018572178262630211 0.0012926091931200932 0.0014046266117807161
leaf_count=202 114 251 124 250 1081 226 497 376
internal_value=0 2.80867e-05 -4.69504e-05 0.000287155 -0.000139327 -0.000227778 -0.000105573 8.06893e-05
internal_weight=0 0.0107206 0.00942944 0.00204243 0.00738701 0.00560283 0.00455445 0.00269724
internal_count=3121 3007 2756 374 2382 2180 1099 873
is_linear=0
shrinkage=0.00196078


Tree=5237
num_leaves=8
num_cat=0
split_feature=0 1 47 48 160 15 4
split_gain=1.86831e-05 4.69318e-05 4.15924e-05 4.51686e-05 6.59966e-05 4.04237e-05 3.98026e-05
threshold=-0.060129999999999996 0.077565000000000009 0.096300000000000011 0.086035000000000014 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.42529999999999996
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 -2 -7
right_child=5 2 -4 -5 -6 6 -8
leaf_value=-0.018506953767864442 0.022802719467312594 -0.0070861616690112029 -0.014942705911754978 -0.010340357297709067 0.024520009549309524 -0.015070775445722188 0.011495609145482893
leaf_weight=0.0015254715532391078 0.0010067123703288686 0.0010365060749348664 0.0011951466751221156 0.0011595683934199075 0.0018219637001300206 0.001087236360743358 0.0011717582256099957
leaf_count=1457 259 259 195 154 483 177 137
internal_value=0 -0.00307943 0.00143495 0.0063064 0.0130593 0.00613661 -0.00129058
internal_weight=0 0.00673866 0.00521318 0.00401804 0.00285847 0.00326571 0.00225899
internal_count=3121 2548 1091 896 742 573 314
is_linear=0
shrinkage=0.1


Tree=5238
num_leaves=9
num_cat=0
split_feature=15 15 4 13 3 4 4 43
split_gain=5.80826e-05 5.53537e-05 4.99484e-05 7.84025e-05 0.000111966 8.7771e-05 9.67403e-05 3.65625e-05
threshold=-0.24436499999999997 -0.11033999999999998 -0.49405499999999997 -0.095304999999999987 -0.091054999999999983 0.0061450000000000003 0.098655000000000007 -0.016814999999999997
decision_type=2 2 2 2 2 2 2 2
left_child=-1 -2 -3 -4 -5 7 -7 -6
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leaf_value=0.0004338418410823648 -0.00045357648449162788 -0.00040690886013861733 0.00044452526528083764 0.00042498064244496072 -0.00015081373509167787 0.00037034583426728119 -0.00036589164870116957 -0.00063355403127761368
leaf_weight=0.0010410913404249869 0.0011710854541484789 0.0010411422501865357 0.0015640178438048914 0.0015341228876481353 0.0010002205124763441 0.0016367506902639725 0.0011814747896049015 0.0015197102340567756
leaf_count=253 256 156 230 388 846 231 124 637
internal_value=0 -5.14064e-05 -1.71202e-06 4.82942e-05 -4.18814e-05 -0.000176052 6.16956e-05 -0.000441943
internal_weight=0 0.0106485 0.00947744 0.0084363 0.00687228 0.00533816 0.00281823 0.00251993
internal_count=3121 2868 2612 2456 2226 1838 355 1483
is_linear=0
shrinkage=0.00196078


Tree=5239
num_leaves=10
num_cat=0
split_feature=0 52 12 52 1 4 15 1 2
split_gain=4.11074e-05 6.64502e-05 4.58262e-05 0.000186578 0.000122242 5.6871e-05 8.41647e-05 0.000101109 5.46458e-05
threshold=0.15398500000000004 0.15915500000000002 0.092355000000000007 0.08976000000000002 0.10887500000000001 -0.04890499999999999 -0.016799999999999995 0.11181500000000001 0.090675000000000019
decision_type=2 2 2 2 2 2 2 2 2
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right_child=-2 -3 4 -5 -6 6 -8 -9 -10
leaf_value=-0.00035971519726694169 0.00035700321654863292 -0.00051212880713945872 -0.00065817645934518982 0.00085115574369619168 0.00026602110868798924 -0.00013044612250052946 0.00051621162226229143 -0.00055345631524674616 0.00048890407087559778
leaf_weight=0.0016520314659237518 0.0010646105463990021 0.0010630799385139269 0.0012204087229860808 0.0010350259820582318 0.0010020123691526321 0.0011823039009129211 0.0011783694138807811 0.0011869181435525712 0.0010204028403946845
leaf_count=676 60 360 632 222 140 344 226 216 245
internal_value=0 -4.72823e-05 4.85915e-06 8.0322e-05 -0.000241488 -4.79464e-05 6.48059e-05 -9.21209e-05 0.000156468
internal_weight=0 0.0105406 0.00947747 0.00725505 0.00222242 0.00622003 0.00456799 0.00338962 0.00220271
internal_count=3121 3061 2701 1929 772 1707 1031 805 589
is_linear=0
shrinkage=0.00196078


Tree=5240
num_leaves=9
num_cat=0
split_feature=15 156 16 2 48 2 12 15
split_gain=5.2105e-05 4.8449e-05 5.06623e-05 8.28774e-05 9.18117e-05 7.78821e-05 5.60503e-05 7.39275e-06
threshold=-0.24436499999999997 0.084085000000000007 -0.36241499999999999 0.11093500000000002 0.082620000000000013 0.090545000000000014 0.089735000000000023 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 6 7 -4
right_child=1 -3 3 -5 -6 -7 -8 -9
leaf_value=0.00040603841583002179 -0.0003002014203557463 -0.00045949105795472123 -0.0003379339779281432 0.0004753974376047972 0.00039494125854824737 -0.00055083426553796211 0.00028664535514733703 -0.00010051090160671353
leaf_weight=0.0010464101730561599 0.0018645819975742781 0.0010171438530162573 0.0010056804253948794 0.0014910509163194524 0.0014510507675703482 0.001434310325162847 0.0014489260068162603 0.0010112142104476971
leaf_count=253 228 406 202 282 358 418 417 557
internal_value=0 -5.23527e-05 -9.69005e-06 5.93824e-05 -3.82844e-05 -0.000166573 -7.54907e-06 -0.000218897
internal_weight=0 0.010724 0.00970681 0.00784223 0.00635118 0.00490013 0.00346582 0.00201689
internal_count=3121 2868 2462 2234 1952 1594 1176 759
is_linear=0
shrinkage=0.00196078


Tree=5241
num_leaves=8
num_cat=0
split_feature=50 15 47 3 3 1 52
split_gain=1.63746e-05 3.72144e-05 3.424e-05 6.70404e-05 4.47823e-05 6.48256e-05 5.34212e-05
threshold=0.07826000000000001 -0.15914499999999995 0.096175000000000024 0.10542000000000001 0.083060000000000009 0.077845000000000011 0.08976000000000002
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 4 5 6 -3
right_child=-2 2 -4 -5 -6 -7 -8
leaf_value=0.019246776093631596 -0.011419662374890928 -0.023549593602474883 -0.015830279602815456 0.021372698229618389 -0.022169002595682233 0.015924614184956946 0.0060650991158327236
leaf_weight=0.0010280763328972273 0.0011314933457622122 0.0012636374664310008 0.0012974902776570459 0.0013990731323394248 0.0010116505951359989 0.0017555225523339774 0.0011759700210985102
leaf_count=306 612 948 188 135 97 473 362
internal_value=0 0.00134944 -0.000978662 0.00193842 -0.00328361 0.00127058 -0.00927435
internal_weight=0 0.00893142 0.00790334 0.00660585 0.00520678 0.00419513 0.00243961
internal_count=3121 2509 2203 2015 1880 1783 1310
is_linear=0
shrinkage=0.1


Tree=5242
num_leaves=9
num_cat=0
split_feature=42 42 15 484 49 13 4 4
split_gain=5.70008e-05 7.36761e-05 7.87147e-05 5.33309e-05 5.41606e-05 4.87968e-05 7.34069e-05 8.36072e-05
threshold=0.10194000000000002 0.091295000000000015 0.084050000000000014 0.085515000000000022 0.093655000000000002 -0.084034999999999985 0.0061450000000000003 0.08184000000000001
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 -1 -7 -8
right_child=-2 -3 -4 -5 -6 6 7 -9
leaf_value=0.00020474040726577652 -0.00045151486225836174 0.00050659585761413225 -0.00043085802523756752 0.00046637730004728549 0.00041638977465621393 -0.00050326648772364049 0.00042039415091133241 -0.00030643731087303181
leaf_weight=0.0016838653020527575 0.0010002322838897808 0.001150590961495993 0.0014999946443532862 0.0010688370647768605 0.0010028532135883837 0.0017057669365687081 0.0011226080733282679 0.0013285561854387681
leaf_count=385 355 348 741 252 247 540 86 167
internal_value=0 3.82254e-05 -1.90287e-05 5.90431e-05 -4.5741e-06 -7.68528e-05 -0.000190919 2.6444e-05
internal_weight=0 0.0105631 0.00941248 0.00791249 0.00684365 0.0058408 0.00415693 0.00245116
internal_count=3121 2766 2418 1677 1425 1178 793 253
is_linear=0
shrinkage=0.00196078


Tree=5243
num_leaves=10
num_cat=0
split_feature=4 0 1 13 3 2 49 47 52
split_gain=4.44163e-05 0.000118422 4.28345e-05 5.64846e-05 4.78992e-05 7.20976e-05 8.72445e-05 7.43879e-05 2.82379e-05
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decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 8 -4 5 7 -7 -5 -2
right_child=1 -3 3 4 -6 6 -8 -9 -10
leaf_value=-0.00039114829438954862 -0.00051175720663891003 0.00060148303226978384 0.00039640963016450832 -0.00058509148589650677 -0.00036912087412281126 -8.1028628442303334e-05 0.00070334003264127174 0.00013761007986264154 -5.60774714337038e-05
leaf_weight=0.0010482810840123516 0.0010788139630778324 0.0012383227237268086 0.0013072026377861845 0.0010396383253681901 0.0014103913126305434 0.0011261266039770922 0.0010568765207467877 0.0011569266976475512 0.0010145349470476331
leaf_count=156 843 186 231 443 92 127 196 139 708
internal_value=0 3.22611e-05 -4.44354e-05 2.82647e-05 -5.48516e-05 4.63553e-05 0.000298715 -0.000204446 -0.000290913
internal_weight=0 0.0104288 0.00919051 0.00709716 0.00578996 0.00437957 0.002183 0.00219657 0.00209335
internal_count=3121 2965 2779 1228 997 905 323 582 1551
is_linear=0
shrinkage=0.00196078


Tree=5244
num_leaves=8
num_cat=0
split_feature=48 48 1 15 42 49 2
split_gain=3.76244e-05 7.91064e-05 5.40212e-05 5.23604e-05 7.00391e-05 4.35233e-05 3.90744e-05
threshold=0.11951500000000001 0.092475000000000016 0.111945 -0.0063699999999999989 0.086325000000000013 -1.0000000180025095e-35 0.099185000000000009
decision_type=2 2 2 2 2 2 2
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right_child=-2 -3 -4 4 -6 -7 -8
leaf_value=-7.9734706249915462e-05 -0.00037066106605229156 0.0004956934265752936 0.00025215167671230375 -1.3060060015571192e-05 -0.0003754494088189909 -0.00060716254502916076 0.00042499634191638992
leaf_weight=0.001169782922403322 0.0010025571047904301 0.0012208232893015066 0.0019517072715902681 0.0019880533620151427 0.0013199970257664201 0.0012382747733683795 0.0012914218153774748
leaf_count=352 114 251 374 670 545 634 181
internal_value=0 2.74524e-05 -3.63521e-05 -0.000116705 5.93402e-06 -0.000350949 0.000159442
internal_weight=0 0.0101801 0.00895924 0.00700753 0.00459947 0.00240806 0.00327948
internal_count=3121 3007 2756 2382 1396 986 851
is_linear=0
shrinkage=0.00196078


Tree=5245
num_leaves=9
num_cat=0
split_feature=48 48 484 51 3 15 13 43
split_gain=5.33182e-05 0.000104641 5.31708e-05 4.45427e-05 6.6082e-05 8.05328e-05 0.00012096 7.53003e-05
threshold=0.11951500000000001 0.092475000000000016 0.085515000000000022 0.084305000000000019 -0.10519499999999998 -0.016799999999999995 -0.014169999999999999 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2
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right_child=-2 -3 -4 -5 5 6 -8 -9
leaf_value=0.00032291064731645997 -0.00042308328440300298 0.00057059290367107534 0.00039076702085519087 -0.0004447287605186026 -0.00081824024151884683 -0.0002658989414176741 0.00049768621566966139 -7.8003278976072351e-05
leaf_weight=0.0016081036369945461 0.0010434341967710007 0.0012641289365290425 0.0010193582635997381 0.0011342810974221762 0.0010009496342456084 0.0018478440181698044 0.0014033468712062746 0.0011189893866241189
leaf_count=266 114 251 317 303 539 706 427 198
internal_value=0 4.18626e-05 -3.13217e-05 -8.43517e-05 -2.57824e-05 -0.00013018 6.36956e-05 -0.000427513
internal_weight=0 0.010397 0.00913287 0.00811351 0.00697923 0.00537113 0.00325119 0.00211994
internal_count=3121 3007 2756 2439 2136 1870 1133 737
is_linear=0
shrinkage=0.00196078


Tree=5246
num_leaves=10
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split_feature=133 133 2 16 0 43 2 1 16
split_gain=0.000121422 9.48264e-05 6.33275e-05 8.79702e-05 0.00015361 6.9368e-05 7.42919e-05 0.000136442 6.79139e-05
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decision_type=2 2 2 2 2 2 2 2 2
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right_child=-2 -3 5 -5 -6 6 7 8 -10
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leaf_weight=0.0017276305566297791 0.0010424040651444361 0.0013872139066523981 0.0010497620499339286 0.001272477360277613 0.0011608455934200082 0.0011057799954885886 0.0012998097126187746 0.001246888081819008 0.0010124419047663202
leaf_count=151 435 580 280 180 743 149 332 147 124
internal_value=0 4.48079e-05 -2.26231e-05 -0.000206634 -0.000395865 0.000111358 8.87871e-06 -0.000129045 0.000162148
internal_weight=0 0.0112628 0.00987564 0.00416095 0.00288848 0.00571468 0.00466492 0.00355914 0.00225933
internal_count=3121 2686 2106 1074 894 1032 752 603 271
is_linear=0
shrinkage=0.00196078


Tree=5247
num_leaves=10
num_cat=0
split_feature=42 42 15 14 15 15 49 12 3
split_gain=8.99226e-05 8.39499e-05 9.89804e-05 8.19209e-05 0.000132001 7.47222e-05 0.000113759 7.37288e-05 8.52088e-05
threshold=0.10256000000000001 0.091295000000000015 0.084050000000000014 -1.0000000180025095e-35 -0.10653 -0.037864999999999989 -0.043469999999999995 0.085885000000000017 0.076840000000000006
decision_type=2 2 2 2 2 2 2 2 2
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right_child=-2 -3 -4 4 5 7 -8 -9 -10
leaf_value=-0.00045020389232507211 -0.00056709129120108856 0.00052862233248878398 -0.00047358425658054781 0.00069787367238958553 0.00018096274535787002 0.00079720857251149534 -0.00073664007131890987 -0.00015519338167713746 4.4402383881459159e-05
leaf_weight=0.0010234357045570157 0.0010064930603080917 0.0012272246838331271 0.0015298054555647122 0.0013410098868956851 0.0010273248734090855 0.0010922933976653536 0.001050703192626787 0.0015343601535299919 0.0012278962894012729
leaf_count=126 346 357 741 287 172 259 447 257 129
internal_value=0 4.5092e-05 -1.52937e-05 6.92059e-05 0.00014229 1.67047e-05 -0.000283 0.000178279 0.000398807
internal_weight=0 0.0110541 0.00982683 0.00829702 0.00727359 0.00593258 0.00207803 0.00385455 0.00232019
internal_count=3121 2775 2418 1677 1551 1264 619 645 388
is_linear=0
shrinkage=0.00196078


Tree=5248
num_leaves=9
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split_feature=4 0 1 13 49 47 2 52
split_gain=4.62791e-05 9.62982e-05 4.33555e-05 4.82152e-05 4.45955e-05 5.92122e-05 5.55318e-05 4.13446e-05
threshold=-0.49405499999999997 -1.0000000180025095e-35 0.077565000000000009 -0.094514999999999988 -0.054984999999999992 0.09585500000000001 1.0000000180025095e-35 0.083680000000000018
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 7 -4 -5 6 -6 -2
right_child=1 -3 3 4 5 -7 -8 -9
leaf_value=-0.00040398614582390612 -0.00055360368723759708 0.00054110773214096676 0.00037000439703109133 -0.00036276410193315041 -0.0001436073033309197 -0.00027003379444330539 0.00041159440634178172 -5.782627462506426e-06
leaf_weight=0.0010506509979585762 0.001089470020206129 0.0012384294706960118 0.001322337991128561 0.0013127627957939605 0.0010939281810934717 0.0014967226440030105 0.0018880751137433105 0.0010308123298095179
leaf_count=156 843 186 231 168 404 182 243 708
internal_value=0 2.76853e-05 -4.11722e-05 3.21778e-05 -4.49563e-05 4.81966e-05 0.000207922 -0.000287271
internal_weight=0 0.0104725 0.00923411 0.00711383 0.00579149 0.00447873 0.002982 0.00212028
internal_count=3121 2965 2779 1228 997 829 647 1551
is_linear=0
shrinkage=0.00196078


Tree=5249
num_leaves=8
num_cat=0
split_feature=52 2 43 52 1 48 3
split_gain=1.96338e-05 2.87876e-05 5.17841e-05 5.05143e-05 6.97697e-05 9.68092e-05 3.59315e-05
threshold=0.15915500000000002 0.088225000000000012 -0.074359999999999996 0.096795000000000006 0.11181500000000001 0.085325000000000012 -0.059315
decision_type=2 2 2 2 2 2 2
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right_child=-2 3 -4 -5 -6 -7 -8
leaf_value=0.0074942688643711165 -0.013318352198170874 -0.016774244283854361 -0.017099749004832292 0.023975835304897584 -0.019107794382529669 0.031871807960182158 0.009135205023495286
leaf_weight=0.0015744783859396624 0.0010140829914102667 0.0010898784432143518 0.0018764508900883411 0.0011948346830458105 0.0012630093928973551 0.0011547751098766774 0.0010518100440648792
leaf_count=553 368 546 813 185 238 220 198
internal_value=0 0.00134249 -0.00587879 0.00567318 0.000876869 0.00853381 -0.00404979
internal_weight=0 0.00920524 0.00345093 0.00575431 0.00455947 0.00329646 0.00214169
internal_count=3121 2753 1366 1387 1202 964 744
is_linear=0
shrinkage=0.1


Tree=5250
num_leaves=9
num_cat=0
split_feature=42 47 42 157 43 2 2 4
split_gain=4.43151e-05 6.93766e-05 7.10627e-05 5.34955e-05 6.64965e-05 0.000102726 8.44338e-05 6.39265e-05
threshold=0.10194000000000002 0.11069000000000002 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.075574999999999989 0.099515000000000006 0.080205000000000012 0.033845000000000007
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 -5 6 -6 -7
right_child=-2 -3 3 4 5 7 -8 -9
leaf_value=-0.00042730556088693477 -0.00039559729306222875 0.00047658173725109991 -0.00031848141732926047 0.00046098163966613295 0.00016944571007668606 0.00062430944596298115 -0.00053844294061280865 -2.0361595625591678e-05
leaf_weight=0.001419049753411168 0.0010122151835773334 0.0012058657691148581 0.001280042474056697 0.001648329245823736 0.0010825631059289348 0.0011966354378987415 0.0016130760606299817 0.0011691916836423716
leaf_count=832 355 148 452 503 186 142 372 131
internal_value=0 3.37884e-05 -2.2961e-05 4.88533e-05 0.000118931 7.53743e-06 -0.000254156 0.000305713
internal_weight=0 0.0106148 0.00940889 0.00798984 0.0067098 0.00506147 0.00269564 0.00236583
internal_count=3121 2766 2618 1786 1334 831 558 273
is_linear=0
shrinkage=0.00196078


Tree=5251
num_leaves=10
num_cat=0
split_feature=133 13 16 47 51 1 2 2 12
split_gain=7.2389e-05 9.1063e-05 5.93173e-05 6.51032e-05 9.97794e-05 0.000120437 7.93045e-05 8.55901e-05 6.3553e-05
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decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 6 7 8 -3
right_child=-2 2 -4 -5 -6 -7 -8 -9 -10
leaf_value=0.00055042616110455972 -0.00051139239674742544 0.00017054584027886952 0.00032792689956049172 -0.00056054893937646411 -0.00057089268898253068 0.00056894570235778788 -0.00049863514244915782 0.0004938667911756734 -0.00048195125284708164
leaf_weight=0.0011746243149293725 0.0010208548057803008 0.0011663965214407913 0.0015279830040613564 0.0010041734218176951 0.0011053822853625628 0.0014246765226736523 0.001278112584862386 0.0012102322915315375 0.0011297996334387601
leaf_count=157 435 133 387 114 257 257 315 230 836
internal_value=0 3.43903e-05 -2.71679e-05 -9.23913e-05 -2.8121e-05 6.85048e-05 -8.05098e-05 7.18992e-05 -0.000150503
internal_weight=0 0.0110214 0.00984676 0.00831877 0.0073146 0.00620922 0.00478454 0.00350643 0.0022962
internal_count=3121 2686 2529 2142 2028 1771 1514 1199 969
is_linear=0
shrinkage=0.00196078


Tree=5252
num_leaves=9
num_cat=0
split_feature=52 2 1 12 12 52 3 15
split_gain=1.62894e-05 2.35824e-05 4.66838e-05 9.45488e-05 4.20124e-05 0.000111912 7.82293e-05 2.95402e-05
threshold=0.15915500000000002 0.088225000000000012 0.10752500000000002 0.081420000000000006 0.092355000000000007 0.084735000000000019 0.11296500000000002 -0.022504999999999997
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 6 7 -3
right_child=-2 4 -4 -5 -6 -7 -8 -9
leaf_value=0.0075875415501720491 -0.012114426692641643 0.02359661174331831 0.010685711112422353 -0.033283788773584427 -0.010299133480633554 0.038366397264401456 -0.019668457859876448 0.00026441153464291304
leaf_weight=0.0010849478946517788 0.0010181515574246075 0.00111522560754391 0.0011953860804229241 0.0011833288748255481 0.0013502453190356355 0.001049488082917458 0.0011884476898710583 0.0010568513655948343
leaf_count=162 368 364 204 1000 528 130 156 209
internal_value=0 0.0012141 -0.00530653 -0.0137345 0.00513497 0.00986055 0.0009582 0.012244
internal_weight=0 0.00922392 0.00346366 0.00226828 0.00576026 0.00441001 0.00336052 0.00217208
internal_count=3121 2753 1366 1162 1387 859 729 573
is_linear=0
shrinkage=0.1


Tree=5253
num_leaves=9
num_cat=0
split_feature=4 0 43 403 4 16 42 3
split_gain=4.02859e-05 0.000114601 3.96318e-05 3.99871e-05 0.000123936 6.34678e-05 5.86453e-05 7.60642e-05
threshold=-0.49405499999999997 1.0000000180025095e-35 -0.24021999999999996 0.03138500000000001 -0.064804999999999988 0.013515000000000001 0.088060000000000013 0.090900000000000009
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 -4 6 7 -6
right_child=1 -3 3 -5 5 -7 -8 -9
leaf_value=-0.00037563755116815306 -0.0004057936861199047 0.0005847756937371639 -0.00064257665243771622 0.00036007957701375087 -0.00043983227878777176 0.00046137285344603632 0.00035408745402445795 0.00011949522636174209
leaf_weight=0.0010411769256347689 0.0010471289945038461 0.001255097115747777 0.0011502359382933695 0.0010324648583209415 0.0018574792100847712 0.001209267818933611 0.0011145730647980096 0.0018817829713445242
leaf_count=156 153 186 763 304 650 380 338 191
internal_value=0 2.86453e-05 -4.64653e-05 -8.34461e-07 -5.24931e-05 5.94521e-05 -4.0681e-05 -0.000158351
internal_weight=0 0.010548 0.00929293 0.0082458 0.00721334 0.0060631 0.00485384 0.00373926
internal_count=3121 2965 2779 2626 2322 1559 1179 841
is_linear=0
shrinkage=0.00196078


Tree=5254
num_leaves=9
num_cat=0
split_feature=14 1 3 12 1 0 16 0
split_gain=4.39476e-05 5.64269e-05 6.41659e-05 8.83425e-05 8.84411e-05 0.000124401 7.17413e-05 2.78794e-05
threshold=-1.0000000180025095e-35 0.12873500000000002 0.092670000000000016 0.092355000000000007 0.094385000000000011 -0.10224499999999999 -0.083134999999999987 -0.14001499999999997
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 -2 -7 -4
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leaf_value=-0.00038907035776758388 -0.00060752237349063294 0.00045584106924868926 0.00045691668359881923 -0.00050943404867785712 0.00052962677044403404 0.00048350316528390661 -0.00013182435614489762 3.8274211461525502e-05
leaf_weight=0.0010778212262052079 0.001358922428233105 0.0010593757230066203 0.001254145966846032 0.0016723919264879121 0.0010094647507466071 0.0011834902712027373 0.001894773488213755 0.0011936877405128304
leaf_count=161 196 183 108 834 243 403 890 103
internal_value=0 2.64598e-05 -2.10871e-05 -0.000115249 5.7848e-06 -0.00011339 0.000104749 0.000252765
internal_weight=0 0.0106263 0.00956688 0.00711904 0.00544665 0.00443719 0.00307826 0.00244783
internal_count=3121 2960 2777 2566 1732 1489 1293 211
is_linear=0
shrinkage=0.00196078


Tree=5255
num_leaves=9
num_cat=0
split_feature=4 0 43 43 42 49 15 2
split_gain=4.61418e-05 0.000106437 4.43239e-05 4.29041e-05 6.14441e-05 8.43083e-05 0.000111159 5.02875e-05
threshold=-0.49405499999999997 -1.0000000180025095e-35 -0.24021999999999996 0.022390000000000004 0.090310000000000015 -0.054319999999999993 -0.0088349999999999974 0.11215000000000001
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 -4 7 -7
right_child=1 -3 3 -5 -6 6 -8 -9
leaf_value=-0.00039787779174165925 -0.00041457402238260208 0.00058565907613732972 -0.00044567281462196167 -0.00036179406130064888 0.0004851687734161778 8.9198509770339814e-05 0.00052370100898838697 -0.00043162546270385178
leaf_weight=0.0010363381715026354 0.0010509737130894306 0.0011983412226237349 0.0013388380140509672 0.0010251523575792202 0.0011366622728824164 0.0018557857321881903 0.0016387438213872063 0.0011571931859307885
leaf_count=156 153 186 252 430 523 591 679 151
internal_value=0 3.59826e-05 -3.55892e-05 1.32681e-05 6.72156e-05 -1.20878e-05 0.000112705 -0.000110834
internal_weight=0 0.0104017 0.00920335 0.00815238 0.00712722 0.00599056 0.00465172 0.00301298
internal_count=3121 2965 2779 2626 2196 1673 1421 742
is_linear=0
shrinkage=0.00196078


Tree=5256
num_leaves=8
num_cat=0
split_feature=484 160 133 0 16 12 43
split_gain=1.76514e-05 3.35289e-05 6.34007e-05 4.66382e-05 8.84552e-05 9.22365e-05 7.55548e-05
threshold=0.084040000000000017 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.18113999999999997 -0.056919999999999991 0.084100000000000022 -0.074359999999999996
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -3 -4 5 -5 -6
right_child=-2 2 3 4 6 -7 -8
leaf_value=-0.016784934288629049 0.011638852346769495 -0.02175194175585235 -0.010947095219748456 0.043944961217027338 0.01032705262011599 0.0062722433256842472 -0.024305108736675875
leaf_weight=0.0012510392059050897 0.0011364797442511019 0.0010733302829187075 0.0015344676605290632 0.0010917571814043361 0.0014829143985638318 0.0016058175561800979 0.001095181177826633
leaf_count=632 368 709 121 233 381 415 262
internal_value=0 -0.00157629 0.00083719 0.00439741 0.00886047 0.0215191 -0.00438477
internal_weight=0 0.00913451 0.00788347 0.00681014 0.00527567 0.00269757 0.0025781
internal_count=3121 2753 2121 1412 1291 648 643
is_linear=0
shrinkage=0.1


Tree=5257
num_leaves=9
num_cat=0
split_feature=15 0 16 0 47 1 49 0
split_gain=3.74137e-05 4.35731e-05 6.22565e-05 5.02393e-05 5.73645e-05 9.26823e-05 4.44049e-05 3.89489e-05
threshold=-0.24436499999999997 0.15398500000000004 0.26799500000000004 -0.062294999999999996 0.096175000000000024 0.094385000000000011 -0.054319999999999993 -0.10011499999999998
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 6 -2 -8
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leaf_weight=0.0010094066525827986 0.0010108112523062344 0.0010295803725421356 0.00112165781006937 0.0015089822476125293 0.0011491607033033971 0.0017290090791126124 0.0015498437341288939 0.0013303808456296301
leaf_count=253 156 55 332 243 189 310 229 1354
internal_value=0 -0.000163035 -0.00020498 -0.000146241 -0.000218362 -0.00013674 -0.000304592 -0.000180502
internal_weight=0 0.0104294 0.00939985 0.00827819 0.00676921 0.00562004 0.00389104 0.00288022
internal_count=3121 2868 2813 2481 2238 2049 1739 1583
is_linear=0
shrinkage=0.00196078


Tree=5258
num_leaves=8
num_cat=0
split_feature=43 13 16 159 52 0 47
split_gain=2.31479e-05 3.87615e-05 4.08556e-05 4.61489e-05 4.47007e-05 4.9275e-05 6.74393e-05
threshold=-0.27207999999999993 0.016935000000000002 0.22339500000000004 0.076905000000000015 -0.0064899999999999992 -0.083914999999999976 0.087235000000000021
decision_type=2 2 2 2 2 2 2
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leaf_weight=0.001002011765021237 0.0013930640493493608 0.0014009363430742732 0.0010781501780604405 0.0010083661661610746 0.001973736765502779 0.0011292737499611909 0.0012668041672381771
leaf_count=144 435 363 306 383 640 717 133
internal_value=0 0.00134984 -0.00138488 0.00149393 -0.00195938 0.00301331 0.00928195
internal_weight=0 0.00925033 0.0078494 0.00677124 0.00576288 0.00436981 0.00324054
internal_count=3121 2977 2614 2308 1925 1490 773
is_linear=0
shrinkage=0.1


Tree=5259
num_leaves=9
num_cat=0
split_feature=3 457 52 0 4 0 43 3
split_gain=2.03157e-05 3.11631e-05 5.3519e-05 6.94749e-05 7.11349e-05 5.29728e-05 3.89934e-05 3.0852e-05
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decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 -6 -5 -8
right_child=-2 -3 -4 6 5 -7 7 -9
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leaf_weight=0.0010128463482234353 0.001442677025622255 0.0012839772210422951 0.001121786771572964 0.0012395869568497084 0.0010309620116629847 0.0010318307288897208 0.0010225904406854604 0.0010366000912515932
leaf_count=735 192 238 474 231 111 157 400 583
internal_value=0 -0.0019997 -0.00446532 -0.00092071 -0.0117326 -0.00107605 0.00915985 0.0175953
internal_weight=0 0.00878018 0.0074962 0.00637442 0.00307564 0.00206279 0.00329878 0.00205919
internal_count=3121 2929 2691 2217 1003 268 1214 983
is_linear=0
shrinkage=0.1


Tree=5260
num_leaves=11
num_cat=0
split_feature=484 42 15 16 2 1 133 0 0 1
split_gain=0.000172741 0.000107758 9.44459e-05 9.99086e-05 6.87138e-05 6.58096e-05 5.3468e-05 8.60056e-05 0.000101938 9.18985e-05
threshold=-0.0068949999999999992 0.10256000000000001 -0.10653 -0.088394999999999987 0.11215000000000001 0.086560000000000012 -0.0054649999999999985 -0.053834999999999994 0.11070500000000001 0.095285000000000022
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 5 -2 -4 -5 9 -9 -8
right_child=1 -3 3 6 -6 -7 7 8 -10 -11
leaf_value=-0.00079300832348397647 0.00081699803428705409 -0.00055246277051291853 1.4726073947809001e-05 0.00057095137327963408 0.00011021478245566019 -0.00058456420698688193 3.4578252611109656e-05 -0.00062224634513749673 0.00023364211516728133 0.0007698456801724132
leaf_weight=0.0010142716624647686 0.0011054560525272914 0.0010427309501912169 0.0014010580175660946 0.0010161839142235609 0.00101389270158221 0.0014169896545432143 0.0017949388721772803 0.001133987016923787 0.001012881763940046 0.0010277616590393577
leaf_count=503 242 311 305 428 141 164 615 168 100 144
internal_value=0 4.9779e-05 0.000107269 1.78126e-05 0.000478874 -0.000286613 0.000161134 7.73339e-05 -0.000218443 0.000302293
internal_weight=0 0.0119659 0.0109231 0.0088038 0.00211935 0.00281805 0.00598575 0.00496957 0.00214687 0.0028227
internal_count=3121 2618 2307 1924 383 469 1455 1027 268 759
is_linear=0
shrinkage=0.00196078


Tree=5261
num_leaves=8
num_cat=0
split_feature=1 15 15 4 16 16 16
split_gain=1.82966e-05 3.7217e-05 5.65526e-05 2.8411e-05 3.60195e-05 3.38582e-05 6.79108e-05
threshold=0.104035 -0.018314999999999994 -0.15026499999999995 -0.0016099999999999997 -0.094359999999999986 0.19444000000000003 -0.083134999999999987
decision_type=2 2 2 2 2 2 2
left_child=3 2 -2 5 -5 6 -1
right_child=1 -3 -4 4 -6 -7 -8
leaf_value=0.013006908530427642 0.016767017886406936 0.021712223472066468 -0.011694547813549783 -0.025679802183261231 0.00020076321166813982 0.015898310733274287 -0.017409328503671186
leaf_weight=0.0012905806179148915 0.0011475257137652725 0.0010099024211599715 0.0017826550769600236 0.0010852634402102319 0.0010659577787096668 0.0011494278542664212 0.0017022638687133494
leaf_count=451 259 156 276 288 317 232 1142
internal_value=0 0.00515737 -0.000548349 -0.00353225 -0.0128556 0.0013097 -0.00429318
internal_weight=0 0.00394008 0.00293018 0.00629349 0.00215122 0.00414227 0.00299284
internal_count=3121 691 535 2430 605 1825 1593
is_linear=0
shrinkage=0.1


Tree=5262
num_leaves=9
num_cat=0
split_feature=1 16 43 15 15 16 0 49
split_gain=1.6919e-05 5.69018e-05 5.70528e-05 3.03728e-05 6.32057e-05 6.75254e-05 7.18959e-05 4.32603e-05
threshold=0.077565000000000009 0.19444000000000003 -0.014584999999999999 0.035560000000000008 -0.016799999999999995 -0.056919999999999991 -0.11756999999999999 -0.0060549999999999988
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 6 7 -2
right_child=3 -3 -4 -5 -6 -7 -8 -9
leaf_value=-0.029886091610222446 0.012989356989053499 0.014027098396593199 0.00081820789555378222 -0.012519174273759434 0.027859804408648089 -0.016204409463381145 0.031008502191538515 -0.016115902490890198
leaf_weight=0.0011852013736594206 0.0010245397839088936 0.0010119872589271581 0.0012365746909829547 0.0010949824268457276 0.0010470272544261961 0.0015703024944251224 0.0010183318238834813 0.0010181905640620236
leaf_count=824 109 196 616 400 257 331 273 115
internal_value=0 -0.00588684 -0.0142083 0.00273008 0.00567065 0.000654272 0.00930265 -0.00151804
internal_weight=0 0.00343376 0.00242178 0.00677337 0.00567839 0.00463136 0.00306106 0.00204273
internal_count=3121 1636 1440 1485 1085 828 497 224
is_linear=0
shrinkage=0.1


Tree=5263
num_leaves=10
num_cat=0
split_feature=484 4 156 150 49 42 47 15 52
split_gain=0.000137681 0.000104808 5.33811e-05 5.58157e-05 6.85016e-05 9.2469e-05 5.99715e-05 6.69883e-05 9.69019e-05
threshold=-1.0000000180025095e-35 0.27044500000000005 0.083310000000000009 0.087170000000000011 -0.026779999999999995 0.091545000000000015 0.09550500000000002 0.088345000000000021 0.096795000000000006
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 6 7 8 -6
right_child=1 -3 -4 -5 5 -7 -8 -9 -10
leaf_value=-0.00070098563970578075 0.00054830136228377682 0.00053019101476905193 -0.00044719086435897646 -0.00036727136644292078 -0.00043742116387376169 -0.00049974896389199893 0.00051269247927774621 0.00042606039028766018 0.00032736292449394162
leaf_weight=0.0010006974775630785 0.0010930986467363041 0.0015556821228413188 0.001001688464072511 0.0011595466420331827 0.0017203269308241861 0.0010986742099706103 0.0011901498153022798 0.0010621104398639059 0.0010114647423744201
leaf_count=515 130 346 362 130 699 371 121 319 128
internal_value=0 5.89928e-05 -1.95153e-05 3.18799e-05 9.6379e-05 1.51661e-05 0.000128673 8.20576e-06 -0.000154255
internal_weight=0 0.0108927 0.00933706 0.00833537 0.00717582 0.00608273 0.00498405 0.0037939 0.00273179
internal_count=3121 2606 2260 1898 1768 1638 1267 1146 827
is_linear=0
shrinkage=0.00196078


Tree=5264
num_leaves=9
num_cat=0
split_feature=48 48 51 1 16 42 2 2
split_gain=3.96842e-05 7.19692e-05 5.14878e-05 7.12725e-05 6.03683e-05 6.16148e-05 5.76801e-05 4.84376e-05
threshold=0.11951500000000001 0.092475000000000016 0.084305000000000019 0.111945 -0.091354999999999978 0.086325000000000013 0.084245000000000014 0.10060500000000001
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 6 -6 -8
right_child=-2 -3 -4 -5 5 -7 7 -9
leaf_value=-0.00037352400716162212 -0.00037487008105086136 0.00047948243236240113 -0.00040786762408404835 0.00037696408849457791 0.00050741664304069785 -0.00037221995247231935 -0.00032506577653977419 0.00027529511407358012
leaf_weight=0.0017832095677436004 0.0010050626083584922 0.0012248465709247961 0.0011855404842663298 0.0017700484009313703 0.0012899215742680791 0.0010009771660165652 0.001020076987847362 0.0010469750091661877
leaf_count=409 114 251 335 327 296 612 559 218
internal_value=0 3.32798e-05 -2.67998e-05 3.03054e-05 -6.9611e-05 5.47457e-05 0.000182058 -2.09792e-05
internal_weight=0 0.0103216 0.00909675 0.00791121 0.00614116 0.00435795 0.00335697 0.00206705
internal_count=3121 3007 2756 2421 2094 1685 1073 777
is_linear=0
shrinkage=0.00196078


Tree=5265
num_leaves=7
num_cat=0
split_feature=4 151 12 0 2 16
split_gain=1.65186e-05 2.57924e-05 5.09203e-05 6.05815e-05 4.28958e-05 3.46449e-05
threshold=0.27287000000000006 -0.024429999999999997 0.088305000000000008 -0.019414999999999998 0.088555000000000009 -0.08595499999999999
decision_type=2 2 2 2 2 2
left_child=1 -1 3 5 -4 -3
right_child=-2 2 4 -5 -6 -7
leaf_value=0.010580135670780241 0.0095384290061051903 -0.033116754372117148 0.016975317019818376 0.0092893090552035214 -0.0059390448212870636 -0.010796548379433975
leaf_weight=0.001406624182146674 0.0015006501553535096 0.0010889000388675306 0.0015714910501021602 0.0010242660347575955 0.0017014989650431553 0.0019244311820145843
leaf_count=451 352 364 516 129 709 600
internal_value=0 -0.00182051 -0.00420651 -0.0117207 0.00506304 -0.0188622
internal_weight=0 0.00871721 0.00731059 0.0040376 0.00327299 0.00301333
internal_count=3121 2769 2318 1093 1225 964
is_linear=0
shrinkage=0.1


Tree=5266
num_leaves=9
num_cat=0
split_feature=11 13 12 0 151 4 1 0
split_gain=1.72716e-05 4.15102e-05 5.34596e-05 7.18116e-05 5.24671e-05 4.81057e-05 2.78995e-05 3.87851e-06
threshold=0.078340000000000007 -0.094514999999999988 -0.010834999999999999 -0.053834999999999994 -0.0083949999999999979 0.053180000000000012 0.087505000000000013 -0.086284999999999987
decision_type=2 2 2 2 2 2 2 2
left_child=1 7 -3 4 -4 6 -6 -1
right_child=-2 2 3 -5 5 -7 -8 -9
leaf_value=0.0095416382300629772 -0.012503662307032086 0.018835600131961935 -0.019044278346880994 -0.02651350323011999 0.0075030172820022487 0.018529577311400921 -0.015659158208305941 0.018332122681074082
leaf_weight=0.0010029844041582706 0.0010169990310572976 0.0010233332490666184 0.0011309722278849727 0.001320547563640727 0.0010058341393622101 0.001613748532522784 0.0010767420421888419 0.0010047200587009993
leaf_count=235 208 320 332 274 1073 230 350 99
internal_value=0 0.00123119 -0.00232707 -0.00584968 -0.000196912 0.00556986 -0.00447239 0.0139407
internal_weight=0 0.00917888 0.00717118 0.00614784 0.0048273 0.00369632 0.00208258 0.0020077
internal_count=3121 2913 2579 2259 1985 1653 1423 334
is_linear=0
shrinkage=0.1


Tree=5267
num_leaves=8
num_cat=0
split_feature=457 160 1 12 1 13 1
split_gain=1.82486e-05 4.45439e-05 5.85067e-05 6.0182e-05 4.40579e-05 4.39662e-05 5.79897e-05
threshold=0.080930000000000016 0.041220000000000007 0.12811000000000003 0.10124000000000001 0.10612500000000001 -0.017449999999999997 0.080585000000000004
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 4 5 -1 -7
right_child=-2 -3 -4 -5 -6 6 -8
leaf_value=-0.0056893517098552428 0.010818872323619449 -0.020742630259622655 0.022137639513672425 -0.023369913658691809 -0.013684556419849132 0.028727484616057841 -0.0023808136092047694
leaf_weight=0.0016500804346255963 0.0013248557855697193 0.0010851315940603951 0.0011103051508943038 0.0011586572686272225 0.0013883206669653234 0.0014018300531686533 0.0010466420002760144
leaf_count=1049 258 366 223 313 230 424 258
internal_value=0 -0.00176609 0.000888952 -0.00266118 0.00171186 0.00692715 0.0154297
internal_weight=0 0.00884097 0.00775584 0.00664553 0.00548687 0.00409855 0.00244847
internal_count=3121 2863 2497 2274 1961 1731 682
is_linear=0
shrinkage=0.1


Tree=5268
num_leaves=7
num_cat=0
split_feature=42 157 42 43 2 4
split_gain=1.83916e-05 2.97925e-05 4.69743e-05 6.43782e-05 6.84079e-05 4.33464e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 0.092620000000000022 -0.075574999999999989 0.089885000000000007 0.010840000000000001
decision_type=2 2 2 2 2 2
left_child=-1 -2 3 -3 -5 -6
right_child=1 2 -4 4 5 -7
leaf_value=-0.0096322769875590887 -0.012826546043944717 0.029352968234899829 -0.011716871776980636 -0.01624484427790605 0.022413895791131608 -0.00053696735893601552
leaf_weight=0.0016909118529416225 0.0011963463874934983 0.0011584574360500519 0.0014754171965756071 0.0013204471236996961 0.0016117372556347983 0.0016813938113603641
leaf_count=862 504 438 579 378 188 172
internal_value=0 0.00179349 0.00420684 0.00827718 0.0029851 0.0106957
internal_weight=0 0.0084438 0.00724745 0.00577204 0.00461358 0.00329313
internal_count=3121 2259 1755 1176 738 360
is_linear=0
shrinkage=0.1


Tree=5269
num_leaves=9
num_cat=0
split_feature=474 160 133 43 3 0 0 0
split_gain=4.90866e-05 8.49763e-05 8.23495e-05 6.9694e-05 7.81028e-05 5.08027e-05 0.000128407 8.40961e-07
threshold=0.08425500000000001 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.09225499999999999 -0.074084999999999998 -0.10011499999999998 -0.20211999999999997 -0.059114999999999994
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 -3 7 -5 6 -6 -4
right_child=-2 2 3 4 5 -7 -8 -9
leaf_value=-0.00046454616867942382 0.00040159849263975611 -0.0004369240213399979 -0.00024938022534915806 0.00058617622445731059 -0.00014317857948507426 -0.0002511172697855475 0.00073442894280789379 -0.00016925503864038678
leaf_weight=0.0016180333520025422 0.0010076999487674048 0.0012716124560089859 0.0010053143556307074 0.0015732116087214401 0.0015287068560290162 0.0012824363886113519 0.0011038148517484823 0.001009146379451778
leaf_count=726 356 707 246 493 102 297 122 72
internal_value=0 -5.16562e-05 2.44837e-05 0.000102687 0.000217182 6.89033e-05 0.000224802 -0.000209241
internal_weight=0 0.0103923 0.00877424 0.00750263 0.00548817 0.00391496 0.00263252 0.00201446
internal_count=3121 2765 2039 1332 1014 521 224 318
is_linear=0
shrinkage=0.00196078


Tree=5270
num_leaves=8
num_cat=0
split_feature=1 16 3 3 2 15 47
split_gain=2.05042e-05 4.81049e-05 5.19401e-05 2.96845e-05 6.3937e-05 4.42033e-05 2.7343e-05
threshold=0.077565000000000009 0.19444000000000003 -0.084074999999999997 -0.015584999999999998 0.082850000000000021 -0.074054999999999996 0.077555000000000013
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 4 -2 6 -5
right_child=3 -3 -4 5 -6 -7 -8
leaf_value=-0.029484461714090617 -0.00070404330797167996 0.011864039944704646 -2.4974384845823519e-05 0.016129904005932932 0.031121511095699592 -0.015128943905877216 -0.0052297236761598941
leaf_weight=0.0011489391340748364 0.0016846836110129715 0.0010115357352775225 0.0012491864448538165 0.001294581122563952 0.0010095097021135316 0.001617259366003041 0.0011159398377976618
leaf_count=660 603 196 780 256 288 244 94
internal_value=0 -0.00642473 -0.014139 0.00309572 0.0112209 -0.00233926 0.00624156
internal_weight=0 0.00340966 0.00239813 0.00672197 0.00269419 0.00402778 0.00241052
internal_count=3121 1636 1440 1485 891 594 350
is_linear=0
shrinkage=0.1


Tree=5271
num_leaves=8
num_cat=0
split_feature=1 43 2 43 0 13 0
split_gain=1.67974e-05 3.57815e-05 5.48884e-05 3.44075e-05 5.17938e-05 8.76865e-05 2.26124e-05
threshold=0.104035 -0.080084999999999976 0.10803500000000001 -0.083134999999999987 -0.10011499999999998 -0.095304999999999987 -0.14920999999999998
decision_type=2 2 2 2 2 2 2
left_child=3 -2 -3 -1 6 -6 -5
right_child=1 2 -4 4 5 -7 -8
leaf_value=0.00826401958849865 -0.010530733601459079 0.029547803227952731 0.0005138918576980256 -0.0071203519816328848 0.0033188079514481108 -0.035874660133093428 0.013724645934958297
leaf_weight=0.0018121035008773377 0.0010701453890048841 0.001015735669396945 0.0018139656695581108 0.0010382243760586156 0.001029204228579587 0.0012816966992953052 0.0010434124873622019
leaf_count=661 187 204 300 145 84 1390 150
internal_value=0 0.0050452 0.0109358 -0.00333001 -0.00811302 -0.0184191 0.00332812
internal_weight=0 0.00389985 0.0028297 0.00620464 0.00439254 0.0023109 0.00208164
internal_count=3121 691 504 2430 1769 1474 295
is_linear=0
shrinkage=0.1


Tree=5272
num_leaves=9
num_cat=0
split_feature=4 0 157 16 15 151 1 2
split_gain=4.47705e-05 0.000102268 4.63426e-05 5.22517e-05 0.000135055 6.25521e-05 9.78747e-05 0.000100755
threshold=-0.49405499999999997 -1.0000000180025095e-35 -0.074309999999999987 -0.056919999999999991 -0.016799999999999995 -0.0083949999999999979 0.086455000000000018 0.090425000000000019
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 -2 5 -5 -4 -7 -8
right_child=1 -3 3 4 -6 6 7 -9
leaf_value=-0.00039738276778272802 0.00035266579748907125 0.00057286214096941848 -0.00038661021748859236 -0.00072610423094687055 0.00017471597444409137 -0.00031346203118221564 -9.4101718130849992e-06 0.00072338372637588291
leaf_weight=0.0010179918025619876 0.0010330553933785265 0.0011944765565859621 0.0011349575274619784 0.0014119889155414377 0.0011701574048926752 0.0013063036070496579 0.0015438300760005305 0.0013541042966364225
leaf_count=156 347 186 173 524 407 849 297 182
internal_value=0 3.3948e-05 -3.79407e-05 -8.88813e-05 -0.000317877 2.18659e-05 0.000132136 0.000332999
internal_weight=0 0.0101489 0.0089544 0.00792134 0.00258215 0.0053392 0.00420424 0.00289793
internal_count=3121 2965 2779 2432 931 1501 1328 479
is_linear=0
shrinkage=0.00196078


Tree=5273
num_leaves=9
num_cat=0
split_feature=14 15 52 13 13 12 16 1
split_gain=4.48062e-05 6.99456e-05 5.44844e-05 8.87948e-05 0.000111182 4.86058e-05 5.80908e-05 7.92763e-05
threshold=-1.0000000180025095e-35 -0.10653 0.11434500000000002 -0.095304999999999987 -0.033284999999999988 0.088930000000000023 -0.070454999999999976 0.092390000000000014
decision_type=2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 -5 6 -6 -8
right_child=1 2 -4 4 5 -7 7 -9
leaf_value=-0.00039118946904346277 0.0004094382348602913 0.00041223244767786722 -0.00042535123594546399 -0.00064602635576538575 -0.00039027181700931565 0.00036013072052633522 -0.00028048743392530221 0.00045653997883255922
leaf_weight=0.0010616926383410262 0.0015979932895553587 0.0017572963577639784 0.0011962513334898622 0.001120610889641124 0.0014138186242122564 0.0013198697792700148 0.0010415286437562865 0.0012163899812676106
leaf_count=161 388 200 377 945 309 443 155 143
internal_value=0 3.11963e-05 -3.54752e-05 2.37902e-05 -8.78891e-05 3.74122e-05 -7.85946e-05 0.000116565
internal_weight=0 0.0106638 0.00906577 0.00786951 0.00611222 0.00499161 0.00367174 0.00225792
internal_count=3121 2960 2572 2195 1995 1050 607 298
is_linear=0
shrinkage=0.00196078


Tree=5274
num_leaves=8
num_cat=0
split_feature=11 48 2 52 13 4 0
split_gain=1.73926e-05 3.41241e-05 6.58073e-05 5.29689e-05 7.01025e-05 4.98591e-05 2.44773e-05
threshold=0.078340000000000007 0.091545000000000015 0.11293500000000002 0.090245000000000006 -0.084034999999999985 0.098655000000000007 -0.10151999999999999
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 4 -1 6 -6
right_child=-2 -3 -4 -5 5 -7 -8
leaf_value=0.021662567387055642 -0.012565410367362299 0.01310800563687109 0.020358303859711935 -0.021802034526279913 0.011012351890871484 -0.025908404627912399 -0.0092793611085641055
leaf_weight=0.0010851922106103443 0.0010075003297557545 0.0019243992462408804 0.0011224942275700374 0.0015716592242115204 0.0011397889261282883 0.0010293552186630647 0.00124249627577539
leaf_count=471 208 357 353 548 117 135 932
internal_value=0 0.00128059 -0.00188458 -0.00599887 -0.000475605 -0.00751743 0.000429078
internal_weight=0 0.00911539 0.00719099 0.00606849 0.00449683 0.00341164 0.00238229
internal_count=3121 2913 2556 2203 1655 1184 1049
is_linear=0
shrinkage=0.1


Tree=5275
num_leaves=8
num_cat=0
split_feature=0 15 4 1 47 13 3
split_gain=1.61145e-05 4.28349e-05 4.30317e-05 4.11875e-05 4.14261e-05 5.72358e-05 5.7899e-05
threshold=-0.060129999999999996 -1.0000000180025095e-35 -0.42529999999999996 0.077565000000000009 0.087235000000000021 -0.0025349999999999995 0.090900000000000009
decision_type=2 2 2 2 2 2 2
left_child=3 -2 -3 -1 5 -5 -7
right_child=1 2 -4 4 -6 6 -8
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leaf_weight=0.0015411526356948592 0.0010099060249132018 0.0010966901066079824 0.0011831316878352502 0.0012617613566977678 0.001726476273078122 0.0010474382662309812 0.0012264303537730115
leaf_count=1457 259 177 137 588 233 174 96
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internal_weight=0 0.00328973 0.00227982 0.00680326 0.00526211 0.00353563 0.00227387
internal_count=3121 573 314 2548 1091 858 270
is_linear=0
shrinkage=0.1


Tree=5276
num_leaves=9
num_cat=0
split_feature=0 16 14 15 16 2 13 52
split_gain=5.45622e-05 5.01297e-05 6.60137e-05 6.45571e-05 7.36649e-05 8.80836e-05 7.47709e-05 3.05055e-05
threshold=0.15398500000000004 0.26799500000000004 -1.0000000180025095e-35 -0.10653 -0.010264999999999998 0.092875000000000013 -0.0034749999999999994 -0.014264999999999998
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 5 6 -5 -6
right_child=-2 -3 3 4 7 -7 -8 -9
leaf_value=-0.00047990537394163496 0.00041057496825904681 -0.00043389913278530875 0.00040913016540908178 0.00034531591633376636 4.4147504274249192e-05 -0.00053745446651378662 -0.00025930427163886968 0.0005198684305235267
leaf_weight=0.0010050358655286995 0.0010772328437696913 0.0011782424371567382 0.0015790326429543228 0.0014876229971014488 0.0010550008652991556 0.0016138493672880633 0.0016681901572005264 0.0010186060394770805
leaf_count=140 60 349 381 859 411 431 262 228
internal_value=0 -5.25811e-05 -4.92344e-06 5.17563e-05 -3.0705e-05 -0.000164842 2.57085e-05 0.000277833
internal_weight=0 0.0106056 0.00942734 0.0084223 0.00684327 0.00476966 0.00315581 0.00207361
internal_count=3121 3061 2712 2572 2191 1552 1121 639
is_linear=0
shrinkage=0.00196078


Tree=5277
num_leaves=9
num_cat=0
split_feature=48 16 15 48 52 15 13 4
split_gain=3.82462e-05 8.25872e-05 5.3534e-05 7.70137e-05 7.33672e-05 9.37301e-05 7.28941e-05 8.05696e-05
threshold=0.11951500000000001 -0.48836499999999994 -0.14147499999999996 0.089575000000000016 -0.088204999999999992 0.088655000000000025 -0.033284999999999988 -0.076779999999999987
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 -4 6 -6 -8
right_child=-2 2 3 -5 5 -7 7 -9
leaf_value=0.00048462215176533601 -0.00036814615047634224 -0.00044676134956158454 -0.00042791192159373866 0.00051689014043645423 -0.00016238822000697728 -0.00048360487071931756 -3.7703175272499437e-05 0.00064921322423734987
leaf_weight=0.001350861962150912 0.0010041470273687231 0.001071313280530028 0.0015659374012726617 0.0010421891466526629 0.0015126229132225886 0.0010024336261542323 0.0010951546018092742 0.0016389243788042069
leaf_count=244 114 298 528 214 608 571 341 203
internal_value=0 3.27797e-05 -3.55825e-05 2.04805e-05 -5.54325e-05 5.56866e-05 0.000182986 0.000374064
internal_weight=0 0.0102794 0.00892858 0.00785726 0.00681507 0.00524914 0.0042467 0.00273408
internal_count=3121 3007 2763 2465 2251 1723 1152 544
is_linear=0
shrinkage=0.00196078


Tree=5278
num_leaves=9
num_cat=0
split_feature=4 0 1 2 3 3 52 16
split_gain=4.20452e-05 8.78647e-05 4.01112e-05 4.7343e-05 7.78071e-05 5.24371e-05 4.01096e-05 2.58185e-05
threshold=-0.49405499999999997 1.0000000180025095e-35 0.077565000000000009 0.10467500000000002 0.12178000000000001 -0.074084999999999998 0.081010000000000013 -0.056919999999999991
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 6 5 -5 -4 -2 -7
right_child=1 -3 3 4 -6 7 -8 -9
leaf_value=-0.0003836742811185955 -0.00053577381562977186 0.00053683856080807607 0.00017296966841260519 0.00056542697795014215 -0.00011277102785448988 -7.8969701118687883e-05 9.5760042982582515e-06 -0.0004734356750893448
leaf_weight=0.0010222365802933934 0.0010699922234970235 0.0011789265412128552 0.0017682043690717369 0.0013879155032270173 0.0012238969824991258 0.0013444428830834006 0.0010060199164657864 0.0012139231511931609
leaf_count=156 829 186 499 231 151 170 722 177
internal_value=0 3.34492e-05 -3.23854e-05 3.91598e-05 0.000247623 -8.66828e-05 -0.000271501 -0.00026614
internal_weight=0 0.0101933 0.0090144 0.00693838 0.00261181 0.00432657 0.00207601 0.00255837
internal_count=3121 2965 2779 1228 382 846 1551 347
is_linear=0
shrinkage=0.00196078


Tree=5279
num_leaves=7
num_cat=0
split_feature=15 43 16 0 49 0
split_gain=1.50676e-05 3.50262e-05 5.70307e-05 4.32073e-05 4.13117e-05 5.00364e-05
threshold=-0.11713499999999999 -0.17390999999999998 0.22339500000000004 -0.062764999999999974 -0.006494999999999999 -0.10011499999999998
decision_type=2 2 2 2 2 2
left_child=-1 -2 3 4 -3 -6
right_child=1 2 -4 -5 5 -7
leaf_value=-0.0085149028077616991 0.016023968110378286 -0.013230470619756358 -0.020270370128385784 0.01980888972892525 0.018242084833746727 -0.0093842657987976506
leaf_weight=0.0017547436091967092 0.0014142108456407926 0.0017916306615268292 0.0012840987144579503 0.0012122268525670754 0.0015280888886139922 0.0011482278125567909
leaf_count=484 184 397 385 225 188 1258
internal_value=0 0.00167585 -0.00123777 0.00306487 -0.00147805 0.00638947
internal_weight=0 0.00837848 0.00696427 0.00568017 0.00446795 0.00267632
internal_count=3121 2637 2453 2068 1843 1446
is_linear=0
shrinkage=0.1


Tree=5280
num_leaves=9
num_cat=0
split_feature=4 0 1 2 3 16 52 52
split_gain=3.72261e-05 0.000103633 4.63821e-05 4.67991e-05 0.000106613 5.90448e-05 4.0292e-05 3.08742e-05
threshold=-0.49405499999999997 1.0000000180025095e-35 0.077565000000000009 1.0000000180025095e-35 0.013900000000000001 -0.056919999999999991 0.083680000000000018 -0.0064899999999999992
decision_type=2 2 2 2 2 2 2 2
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right_child=1 -3 3 4 7 -7 -8 -9
leaf_value=-0.00047756471567557906 -0.00067337987444589687 0.00046142449579694765 -2.525583411326906e-05 0.00058019496037486939 -0.00031528188492413011 -0.00060469501688450848 -0.00012977469695969193 7.6235927010028437e-05
leaf_weight=0.0010234811300111829 0.0010900963446729103 0.0011790697455094897 0.0015480968171593232 0.0010846827221920943 0.0016689643372525542 0.0012003840393735538 0.0010098378297049625 0.0014446968283371581
leaf_count=156 843 186 349 270 151 300 708 158
internal_value=0 -8.53469e-05 -0.000156608 -7.94167e-05 5.07988e-05 -0.000278323 -0.000411965 -0.000133623
internal_weight=0 0.0102258 0.00904676 0.00694682 0.00419834 0.00274848 0.00209993 0.00311366
internal_count=3121 2965 2779 1228 579 649 1551 309
is_linear=0
shrinkage=0.00196078


Tree=5281
num_leaves=9
num_cat=0
split_feature=0 16 16 160 403 15 4 16
split_gain=3.6953e-05 5.03868e-05 5.11738e-05 5.63964e-05 4.14113e-05 7.13502e-05 6.70563e-05 5.44393e-05
threshold=0.15398500000000004 0.26799500000000004 -0.008904999999999998 -0.071139999999999995 0.017340000000000005 -0.022504999999999997 0.033845000000000007 -0.5048999999999999
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 4 -4 5 6 -1 -8
right_child=-2 -3 3 -5 -6 -7 7 -9
leaf_value=0.00035641820714376373 0.00034776925731761822 -0.0004276876191175638 0.00060679098872475068 -4.8724804936215867e-07 0.0002851923372221039 -0.00047836368044883854 0.0001612980109736563 -0.00042132341620927622
leaf_weight=0.0013357081930974197 0.0010332792527082387 0.0011514774140055041 0.001005689613977244 0.001415423323761218 0.0010055012802751041 0.0017286931778428627 0.001035696170302047 0.0015237461557421432
leaf_count=407 60 349 253 439 299 885 151 278
internal_value=0 -4.13613e-05 7.79049e-06 0.000251766 -8.13121e-05 -0.00014684 2.91777e-07 -0.000185562
internal_weight=0 0.0102019 0.00905046 0.00242111 0.00662934 0.00562384 0.00389515 0.00255944
internal_count=3121 3061 2712 692 2020 1721 836 429
is_linear=0
shrinkage=0.00196078


Tree=5282
num_leaves=9
num_cat=0
split_feature=474 160 133 151 4 42 4 0
split_gain=4.87878e-05 7.60791e-05 9.40334e-05 5.97889e-05 0.00011051 0.00011333 9.28064e-05 3.43727e-05
threshold=0.084410000000000013 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.0083949999999999979 0.24564500000000003 0.083995000000000014 -0.055319999999999994 -0.11437499999999999
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 5 6 -5 -8
right_child=-2 2 3 4 -6 -7 7 -9
leaf_value=-0.00043965851157503396 0.00040281954188373169 -0.0004649861517489453 -0.00026833548230402579 0.00023236155103203244 0.00077975863793517525 0.00054330776972788032 -0.0001243823944815404 -0.00062416118738042523
leaf_weight=0.0016273113384673897 0.0010030510614513861 0.0013063792689163968 0.001361503483816892 0.0017376879438914489 0.0010081050382068505 0.0014273152109267641 0.0010381276511249697 0.0010789598420677961
leaf_count=727 353 707 270 307 169 375 74 139
internal_value=0 -4.96436e-05 2.12059e-05 0.000104214 0.000184852 7.13115e-05 -0.000103456 -0.000379091
internal_weight=0 0.0105854 0.00895808 0.0076517 0.0062902 0.00528209 0.00385478 0.00211709
internal_count=3121 2768 2041 1334 1064 895 520 213
is_linear=0
shrinkage=0.00196078


Tree=5283
num_leaves=9
num_cat=0
split_feature=14 15 0 52 52 15 150 3
split_gain=4.18718e-05 6.65191e-05 4.55477e-05 9.29317e-05 8.89601e-05 5.66963e-05 0.000157867 6.73382e-05
threshold=-1.0000000180025095e-35 -0.10653 0.15398500000000004 0.10160000000000001 0.0031350000000000002 -0.016799999999999995 0.081835000000000019 -0.063814999999999997
decision_type=2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 5 6 -3 -7
right_child=1 2 -4 -5 -6 7 -8 -9
leaf_value=-0.00038366375168276173 0.0003986939872063292 -0.00077404266304947715 0.00034258382894475012 -0.00061380972693468887 0.00049183438752043026 -0.00020980540674101888 0.0001986273049933978 0.00037934021257707219
leaf_weight=0.0010549425977365587 0.0015670620343493308 0.0013730621809328097 0.0010572856587864428 0.0011202176824216233 0.001153339857345068 0.0015300631920842963 0.0012041460035280814 0.0014553708581501162
leaf_count=161 388 466 55 456 517 656 238 184
internal_value=0 2.62005e-05 -3.94341e-05 -9.09772e-05 -3.76938e-06 -0.000106526 -0.000319583 7.73975e-05
internal_weight=0 0.0104605 0.00889349 0.0078362 0.00671598 0.00556264 0.00257721 0.00298543
internal_count=3121 2960 2572 2517 2061 1544 704 840
is_linear=0
shrinkage=0.00196078


Tree=5284
num_leaves=10
num_cat=0
split_feature=4 0 43 403 4 16 3 13 48
split_gain=4.16957e-05 9.98208e-05 3.99772e-05 4.10444e-05 0.000116087 6.11606e-05 5.36804e-05 8.09138e-05 4.28832e-05
threshold=-0.49405499999999997 1.0000000180025095e-35 -0.24021999999999996 0.03138500000000001 -0.064804999999999988 0.013515000000000001 -0.077774999999999983 -0.029529999999999997 0.016865000000000002
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 -4 6 -6 -8 -9
right_child=1 -3 3 -5 5 -7 7 8 -10
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leaf_weight=0.0010448062759851268 0.0010507990843080977 0.0012407594236257371 0.0011169315963001619 0.0010252193214209523 0.0011177856968101287 0.001211485938899152 0.0010895419100390353 0.0010953715176542584 0.0015033620285562141
leaf_count=156 153 186 763 304 546 380 335 149 149
internal_value=0 2.90114e-05 -4.13215e-05 5.03567e-06 -4.76809e-05 6.00758e-05 -3.91719e-05 7.49085e-05 -0.00011314
internal_weight=0 0.0104513 0.0092105 0.0081597 0.00713448 0.00601755 0.00480606 0.00368828 0.00259873
internal_count=3121 2965 2779 2626 2322 1559 1179 633 298
is_linear=0
shrinkage=0.00196078


Tree=5285
num_leaves=11
num_cat=0
split_feature=484 133 16 52 157 16 1 2 2 52
split_gain=0.000135846 9.43129e-05 0.000107954 0.000170251 0.000145279 0.000101908 0.000108035 9.3336e-05 9.90349e-05 7.25571e-05
threshold=-1.0000000180025095e-35 0.10622000000000002 -0.014034999999999997 0.096795000000000006 -0.072409999999999988 -0.073404999999999984 0.10937500000000001 0.092365000000000017 0.087675000000000017 -0.10286999999999999
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 5 4 -4 6 7 8 -2 -6
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leaf_weight=0.0010505753451674283 0.001115716642723536 0.0010116252333074597 0.0010005121467194754 0.0011673413261193452 0.0012644574740434413 0.0010231695035403544 0.001702047251279851 0.0014329373749785912 0.0010055442126275906 0.0010204754248721234
leaf_count=515 499 370 254 83 325 244 268 218 146 199
internal_value=0 4.78998e-05 0.000101848 0.000335381 0.000106842 -6.37526e-05 4.64546e-05 -0.000148076 0.00011308 -0.000165999
internal_weight=0 0.0117438 0.0107322 0.00445279 0.00328545 0.00627941 0.00525625 0.0035542 0.00212126 0.00228493
internal_count=3121 2606 2236 861 778 1375 1131 863 645 524
is_linear=0
shrinkage=0.00196078


Tree=5286
num_leaves=9
num_cat=0
split_feature=11 48 0 0 16 0 4 12
split_gain=4.44322e-05 5.63795e-05 0.000138524 5.72579e-05 7.49927e-05 7.44986e-05 7.07978e-05 6.11998e-05
threshold=0.080455000000000013 0.016865000000000002 -0.20211999999999997 0.15398500000000004 0.22339500000000004 -0.077809999999999976 -0.031404999999999995 0.088930000000000023
decision_type=2 2 2 2 2 2 2 2
left_child=1 3 -3 4 5 6 -1 -8
right_child=-2 2 -4 -5 -6 -7 7 -9
leaf_value=-0.00059748894570483841 -0.00040554847703696211 -0.00016934102424873081 0.00065276530052246502 0.00037048437068027995 -0.00058481457951085403 0.00034353737241785289 -0.00022429923012586036 0.00035986233902434638
leaf_weight=0.0011016782772471732 0.0010140524995329902 0.0015649719310170118 0.0015871991187633135 0.0010032616110970108 0.001161635621563766 0.0014589141042383961 0.0019383744967443523 0.0010702062853297591
leaf_count=750 189 82 494 44 281 516 560 205
internal_value=0 2.35809e-05 0.000244611 -6.6504e-05 -0.000131639 -3.71147e-05 -0.000172225 -1.65025e-05
internal_weight=0 0.0108862 0.00315217 0.00773407 0.00673081 0.00556917 0.00411026 0.00300858
internal_count=3121 2932 576 2356 2312 2031 1515 765
is_linear=0
shrinkage=0.00196078


Tree=5287
num_leaves=9
num_cat=0
split_feature=50 4 40 2 3 1 0 15
split_gain=1.7771e-05 3.45644e-05 3.5271e-05 7.30425e-05 9.45655e-05 4.97534e-05 6.58085e-05 6.43683e-05
threshold=0.088425000000000017 0.36766000000000004 -1.0000000180025095e-35 0.11215000000000001 0.092670000000000016 0.095285000000000022 -0.10224499999999999 0.040760000000000005
decision_type=2 2 2 2 2 2 2 2
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right_child=-2 -3 3 -5 -6 -7 7 -9
leaf_value=-0.018539408405347298 -0.012873285990223507 0.016764816342403351 -0.026117369785680841 -0.022696462010879381 0.031635234586483263 0.017659007355251784 -0.011520784950065125 0.020535134032828632
leaf_weight=0.0010277163356622338 0.0010014863646857835 0.001229549129366527 0.0011400035528313095 0.001075114793809063 0.0011320266762054748 0.0011514180332391783 0.0014008698930614728 0.0011330563276239843
leaf_count=227 560 303 180 237 104 215 558 737
internal_value=0 0.00114727 -0.00123511 0.00129371 0.00562316 -0.000479272 -0.00616385 0.00281316
internal_weight=0 0.00928975 0.00806021 0.00703249 0.00595737 0.00482535 0.00367393 0.00253393
internal_count=3121 2561 2258 2031 1794 1690 1475 1295
is_linear=0
shrinkage=0.1


Tree=5288
num_leaves=8
num_cat=0
split_feature=150 0 43 42 2 3 2
split_gain=1.66819e-05 2.96805e-05 5.31883e-05 6.12702e-05 4.94344e-05 4.41877e-05 5.50224e-05
threshold=0.081835000000000019 -0.08824499999999999 -0.074359999999999996 0.084635000000000016 0.098260000000000014 -0.063074999999999978 0.11177500000000001
decision_type=2 2 2 2 2 2 2
left_child=1 5 3 -3 -4 -1 -7
right_child=-2 2 4 -5 -6 6 -8
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leaf_weight=0.0010791803494023949 0.0017828980867153456 0.0010447259340276758 0.0013055097908165369 0.0010209541359267656 0.0013883947015298135 0.0016252077980185181 0.0010030287477062676
leaf_count=488 420 333 839 341 369 213 118
internal_value=0 -0.00204677 0.00317865 0.0152508 -0.00607821 -0.00875518 -0.00175951
internal_weight=0 0.008467 0.00475958 0.00206568 0.0026939 0.00370742 0.00262824
internal_count=3121 2701 1882 674 1208 819 331
is_linear=0
shrinkage=0.1


Tree=5289
num_leaves=9
num_cat=0
split_feature=11 48 2 42 52 13 1 0
split_gain=4.17744e-05 5.83487e-05 8.29579e-05 5.56415e-05 6.44418e-05 0.00016873 6.29953e-05 4.76196e-05
threshold=0.079915000000000014 0.092475000000000016 0.11293500000000002 -0.088669999999999985 0.10160000000000001 -0.094514999999999988 0.086560000000000012 -0.10224499999999999
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 -5 -7 -8
right_child=-2 -3 -4 4 -6 6 7 -9
leaf_value=0.00024154695152698967 -0.00037341473350645444 0.00033531843000679854 0.00041895956323089318 0.00054288577129249841 -0.00063700224939739381 1.6859522572285258e-05 -0.00078705570275038647 -0.00021531176230374588
leaf_weight=0.0013319162152802171 0.0010723776058441789 0.0019875603467502225 0.0012947881928605399 0.0011678908942873104 0.0010719352809289004 0.0013714422282538274 0.0011832629456060041 0.0010634108363025267
leaf_count=319 199 338 357 143 396 847 98 424
internal_value=0 3.29175e-05 -3.7921e-05 -0.000120199 -0.000202448 -0.00010512 -0.00031429 -0.000516434
internal_weight=0 0.0104722 0.00848465 0.00718986 0.00585794 0.00478601 0.00361812 0.00224667
internal_count=3121 2922 2584 2227 1908 1512 1369 522
is_linear=0
shrinkage=0.00196078


Tree=5290
num_leaves=8
num_cat=0
split_feature=43 43 52 52 15 13 12
split_gain=1.50088e-05 6.00109e-05 4.85563e-05 5.03576e-05 7.9751e-05 4.98791e-05 2.67257e-05
threshold=-0.09225499999999999 -0.074359999999999996 -0.085984999999999992 -0.046924999999999988 -0.10469999999999999 -0.014169999999999999 0.091475000000000015
decision_type=2 2 2 2 2 2 2
left_child=6 -2 -3 -4 -5 -6 -1
right_child=1 2 3 4 5 -7 -8
leaf_value=-0.019202439722383169 0.022344540010530826 -0.022105847209790374 0.021817468555839326 -0.024214793535507442 -0.0083391878267799115 0.015610686143009301 0.0028255355533334204
leaf_weight=0.0010341404549722363 0.0012110943270516681 0.0010051662068812431 0.0010246980655886371 0.0012591410893532276 0.0015499198364668609 0.0019810697929319339 0.0011783962011535686
leaf_count=260 756 349 123 266 706 445 216
internal_value=0 0.00183145 -0.00181126 0.00169691 -0.00260725 0.00509794 -0.00747035
internal_weight=0 0.00803109 0.00681999 0.00581483 0.00479013 0.00353099 0.00221254
internal_count=3121 2645 1889 1540 1417 1151 476
is_linear=0
shrinkage=0.1


Tree=5291
num_leaves=10
num_cat=0
split_feature=484 0 16 16 16 1 2 2 13
split_gain=0.000148103 4.92022e-05 7.32508e-05 9.72994e-05 0.000116941 0.000101734 7.70962e-05 9.35792e-05 4.16534e-05
threshold=-1.0000000180025095e-35 0.15398500000000004 0.26799500000000004 -0.014034999999999997 -0.073404999999999984 0.10937500000000001 0.092365000000000017 0.088225000000000012 -0.004174999999999999
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 6 7 -2 -5
right_child=1 -3 -4 8 -6 -7 -8 -9 -10
leaf_value=-0.00072741955739063808 -0.0002667044747455766 0.00043782372990128638 -0.00044775523702434756 0.00068771701907548524 -0.00067226779771759916 0.00045994574329580795 -0.00049042919980209893 0.00050556001363642907 0.00017063696581059439
leaf_weight=0.0010229348027867612 0.0013057637645141544 0.001141071331367041 0.0011940428834823864 0.0010964323705084963 0.0010003174298856797 0.0016720253238925158 0.0013795073114361042 0.0011213074557579542 0.001320091007297262
leaf_count=515 624 57 298 411 324 282 268 157 185
internal_value=0 5.19017e-05 8.2558e-06 6.94665e-05 -5.57741e-05 5.67892e-05 -0.000120296 9.00819e-05 0.000405248
internal_weight=0 0.0112306 0.0100895 0.00889544 0.00647892 0.0054786 0.00380658 0.00242707 0.00241652
internal_count=3121 2606 2549 2251 1655 1331 1049 781 596
is_linear=0
shrinkage=0.00196078


Tree=5292
num_leaves=8
num_cat=0
split_feature=3 39 52 133 52 4 4
split_gain=1.66716e-05 3.07141e-05 5.12235e-05 5.85546e-05 7.12306e-05 9.28324e-05 7.85696e-05
threshold=0.13524500000000003 0.0046100000000000004 0.11125500000000001 1.0000000180025095e-35 -0.0064899999999999992 -1.0000000180025095e-35 0.0049200000000000008
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 4 6 -6 -1
right_child=-2 -3 -4 -5 5 -7 -8
leaf_value=-0.026363989033222124 0.0097371802114999875 0.013688449389123473 -0.024331998464763634 -0.021495297742795863 0.034329076121747501 -0.00067276741522794448 0.01076624903548665
leaf_weight=0.0012813806336936984 0.0014570358704848437 0.0011160034498551704 0.0010728763763652761 0.0011300893746299685 0.0012585530244935356 0.001904186740643144 0.0010263952790369759
leaf_count=451 192 335 438 786 553 255 111
internal_value=0 -0.00181222 -0.00406658 -0.000772595 0.00350826 0.0132556 -0.00985012
internal_weight=0 0.00878948 0.00767348 0.00660061 0.00547052 0.00316274 0.00230778
internal_count=3121 2929 2594 2156 1370 808 562
is_linear=0
shrinkage=0.1


Tree=5293
num_leaves=10
num_cat=0
split_feature=4 0 1 13 2 16 151 47 52
split_gain=5.44054e-05 0.000101967 5.22198e-05 5.10771e-05 5.00592e-05 7.16204e-05 5.59636e-05 4.12678e-05 3.43814e-05
threshold=-0.49405499999999997 -1.0000000180025095e-35 0.077565000000000009 -0.094514999999999988 1.0000000180025095e-35 -0.008904999999999998 -0.0083949999999999979 0.09550500000000002 0.083680000000000018
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 8 -4 7 6 -6 -5 -2
right_child=1 -3 3 4 5 -7 -8 -9 -10
leaf_value=-0.00043505586146009141 -0.00055014255722005514 0.00055604140994263242 0.00038534878944028732 -0.00049919332262254076 -0.00042447701929198103 0.00052851493252066236 0.00017416416601632575 2.0338039573502564e-05 -5.0524280096956221e-05
leaf_weight=0.001053878765716232 0.0010971092783410605 0.001258694381821788 0.0013469570293882828 0.0012704351210179599 0.0010294183566755925 0.0010877268940958358 0.001440575512095389 0.0010940233254240384 0.0010236341339036541
leaf_count=156 843 186 231 458 119 124 170 126 708
internal_value=0 3.19779e-05 -3.82717e-05 4.07088e-05 -3.76771e-05 0.000109287 -7.53313e-05 -0.000258809 -0.000308988
internal_weight=0 0.0106486 0.00938988 0.00726914 0.00592218 0.00355772 0.00246999 0.00236446 0.00212074
internal_count=3121 2965 2779 1228 997 413 289 584 1551
is_linear=0
shrinkage=0.00196078


Tree=5294
num_leaves=10
num_cat=0
split_feature=484 133 3 3 0 1 2 2 43
split_gain=0.000165165 9.31345e-05 8.1327e-05 5.50842e-05 7.36716e-05 7.02553e-05 9.43168e-05 8.59742e-05 8.59033e-05
threshold=-1.0000000180025095e-35 0.10622000000000002 0.13524500000000003 0.088060000000000013 -0.23051499999999997 0.10752500000000002 0.088475000000000012 0.092875000000000013 -0.0030899999999999994
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 5 -5 6 8 -8 -2
right_child=1 -3 -4 4 -6 -7 7 -9 -10
leaf_value=-0.00076600348415109987 0.00012952791447823757 -0.000507888255795396 0.00055809553213500239 0.00017013712101126565 -0.00054167952864357216 0.00049222580828414935 0.00067545342002722027 -2.6967277448554241e-05 -0.0006311473956814534
leaf_weight=0.0010284627828984058 0.0010752109377054557 0.001028031129669235 0.001358072073118219 0.001015917322910509 0.001242962872789799 0.0015910312127723992 0.0011431319679917151 0.0016184089592752345 0.0012166491332130807
leaf_count=515 625 370 168 71 91 296 212 507 266
internal_value=0 5.47758e-05 0.000111146 4.29702e-05 -0.000221544 0.000132896 1.97636e-05 0.000263798 -0.000274282
internal_weight=0 0.0112894 0.0102614 0.00890331 0.00225888 0.00664443 0.0050534 0.00276154 0.00229186
internal_count=3121 2606 2236 2068 162 1906 1610 719 891
is_linear=0
shrinkage=0.00196078


Tree=5295
num_leaves=9
num_cat=0
split_feature=4 1 12 13 48 0 4 4
split_gain=1.67366e-05 8.35321e-05 3.76031e-05 4.11822e-05 7.94228e-05 7.63629e-05 6.54549e-05 5.50801e-05
threshold=0.24564500000000003 0.111945 0.10124000000000001 -0.033284999999999988 0.085845000000000019 -0.083914999999999976 -0.084369999999999987 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2
left_child=2 -2 3 5 6 -1 -5 -8
right_child=1 -3 -4 4 -6 -7 7 -9
leaf_value=0.0054074039571648906 -0.012295623741401291 0.026861795654122639 -0.020324838081357072 -0.0059049011020410706 -0.016033176632726378 -0.02991889622474362 0.040523961730347627 0.0091807654803712814
leaf_weight=0.0013978482856258931 0.0010716538078503815 0.0011080970392397512 0.0010088389127101407 0.0011255249161964877 0.0012129326178181325 0.0010883198239042388 0.0010394661116903806 0.0012172170792975243
leaf_count=723 150 276 343 391 205 624 289 120
internal_value=0 0.00761042 -0.00226227 0.000311015 0.00592038 -0.0100567 0.0137934 0.023618
internal_weight=0 0.00217975 0.00809015 0.00708131 0.00459514 0.00248617 0.00338221 0.00225668
internal_count=3121 426 2695 2352 1005 1347 800 409
is_linear=0
shrinkage=0.1


Tree=5296
num_leaves=7
num_cat=0
split_feature=2 13 1 13 52 0
split_gain=1.801e-05 4.62577e-05 5.55252e-05 4.50434e-05 4.4993e-05 3.77095e-05
threshold=0.099185000000000009 -0.08971999999999998 0.10557500000000002 -0.086589999999999986 0.077655000000000016 -0.10011499999999998
decision_type=2 2 2 2 2 2
left_child=3 -2 -3 -1 5 -5
right_child=1 2 -4 4 -6 -7
leaf_value=-0.020453378488749896 0.019394425256671996 -0.020550506143171918 0.0087507692339423137 0.0044541464706621741 0.016642346641743001 -0.01634494838065732
leaf_weight=0.001259701912498393 0.0014423676392030255 0.0010659136387066604 0.0016444715418552922 0.0018960981691812245 0.001304656209549854 0.001613424554019822
leaf_count=482 200 457 262 158 635 927
internal_value=0 0.00492666 -0.00277255 -0.00361852 0.000786572 -0.00510777
internal_weight=0 0.00415275 0.00271039 0.00607388 0.00481418 0.00350952
internal_count=3121 919 719 2202 1720 1085
is_linear=0
shrinkage=0.1


Tree=5297
num_leaves=9
num_cat=0
split_feature=14 15 0 52 13 13 4 16
split_gain=3.91752e-05 6.90611e-05 4.52384e-05 7.11837e-05 7.69571e-05 6.73086e-05 5.35654e-05 3.69918e-05
threshold=-1.0000000180025095e-35 -0.10653 0.15398500000000004 0.10160000000000001 -0.095304999999999987 -0.033284999999999988 -0.0029599999999999995 -0.08595499999999999
decision_type=2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 -3 -6 -7 -8
right_child=1 2 -4 -5 5 6 7 -9
leaf_value=-0.00036519758480920962 0.00040900298146154392 0.00041057061151614552 0.00034035491553810476 -0.00054695627181673527 -0.00057176205874074314 0.00022556483007314819 -0.00047451303491795121 2.1356623457667437e-05
leaf_weight=0.0010497351678287479 0.0015858670125350948 0.0013322680221084541 0.001081936369234455 0.0011114760260725227 0.0010108778087349968 0.0019989124023987062 0.001093908898463343 0.0012273758251783568
leaf_count=161 388 187 55 456 877 761 115 121
internal_value=0 3.21729e-05 -3.53013e-05 -8.75773e-05 -1.09507e-05 -0.000116291 -9.71648e-06 -0.000212323
internal_weight=0 0.0104426 0.00885676 0.00777482 0.00666334 0.00533107 0.0043202 0.00232128
internal_count=3121 2960 2572 2517 2061 1874 997 236
is_linear=0
shrinkage=0.00196078


Tree=5298
num_leaves=9
num_cat=0
split_feature=0 1 13 2 3 48 16 13
split_gain=1.70972e-05 3.73249e-05 4.20158e-05 3.84772e-05 6.58817e-05 3.66776e-05 2.34981e-05 1.44567e-05
threshold=-1.0000000180025095e-35 0.077565000000000009 -0.094514999999999988 1.0000000180025095e-35 0.088060000000000013 0.092150000000000024 -0.056919999999999991 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 -3 6 -5 -6 -4 -2
right_child=7 2 3 4 5 -7 -8 -9
leaf_value=-0.014633643469713825 -0.00029997385498653636 0.018495032270995009 -0.0022908848648736158 0.024913095022480628 0.0072227719182106111 -0.019358256862805678 -0.023754209571583862 0.016641612364956777
leaf_weight=0.0018567481200625763 0.0010135706683638366 0.0011818348895831308 0.00101385537964414 0.0010546544031271188 0.0010615345107742868 0.001015895878209494 0.0010265426103314313 0.001001252528954436
leaf_count=1552 174 231 292 251 110 68 292 151
internal_value=0 -0.00216102 0.00148351 -0.00240337 0.00455797 -0.00577577 -0.0130893 0.00811903
internal_weight=0 0.00821107 0.00635432 0.00517248 0.00313208 0.00207743 0.0020404 0.00201482
internal_count=3121 2796 1244 1013 429 178 584 325
is_linear=0
shrinkage=0.1


Tree=5299
num_leaves=9
num_cat=0
split_feature=14 15 16 160 0 49 43 0
split_gain=4.0349e-05 8.09065e-05 3.79328e-05 0.000107992 9.21834e-05 0.000150195 7.87e-05 7.12704e-05
threshold=-1.0000000180025095e-35 -0.10653 -0.010264999999999998 -0.063384999999999983 -0.10224499999999999 -0.043469999999999995 -0.074359999999999996 -0.083914999999999976
decision_type=2 2 2 2 2 2 2 2
left_child=-1 -2 4 -4 5 -3 -5 -6
right_child=1 2 3 6 7 -7 -8 -9
leaf_value=-0.0003680896875736825 0.00043982941194604973 1.3821410754162458e-05 0.00064026015564475124 0.00023191877647655624 0.00044846596013876076 -0.00098530396654323009 -0.00039269654909574868 -0.00021798395033959349
leaf_weight=0.0010778695298393004 0.0015764534517514793 0.0012735381702290239 0.0010461039763059749 0.001513261922698171 0.0011916656755829981 0.0010598730129194509 0.0015908727802520762 0.0012791413140864727
leaf_count=161 388 135 283 370 563 131 359 731
internal_value=0 3.02222e-05 -4.18901e-05 9.54168e-05 -0.000160506 -0.000439997 -8.81973e-05 0.000103444
internal_weight=0 0.0105309 0.00895446 0.00415024 0.00480422 0.00233341 0.00310413 0.00247081
internal_count=3121 2960 2572 1012 1560 266 729 1294
is_linear=0
shrinkage=0.00196078


Tree=5300
num_leaves=9
num_cat=0
split_feature=14 15 0 52 15 150 3 2
split_gain=4.19196e-05 5.85273e-05 4.38291e-05 7.12001e-05 6.99498e-05 0.000173127 5.84986e-05 8.75882e-05
threshold=-1.0000000180025095e-35 -0.10653 0.15398500000000004 0.10160000000000001 -0.016799999999999995 0.081835000000000019 -0.08824499999999999 0.084055000000000005
decision_type=2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 5 -3 -6 -8
right_child=1 2 -4 -5 6 -7 7 -9
leaf_value=-0.00038679975635540003 0.00036858481489672435 -0.00070982198333225711 0.00032899685246831747 -0.00054546085212448837 -0.00017830207147578512 0.00028046577717328686 0.00076626734169245195 3.2776783604983987e-05
leaf_weight=0.0010582078525835205 0.0015949269013283982 0.0014780624800592244 0.001090960278494855 0.0011314330426399474 0.0013537964840317674 0.0012550718001948767 0.0010376691943520186 0.001577389463027525
leaf_count=161 388 536 55 456 439 246 304 536
internal_value=0 2.26183e-05 -3.92114e-05 -9.04917e-05 -1.36836e-05 -0.000255076 0.00015255 0.00032383
internal_weight=0 0.0105193 0.00892438 0.00783342 0.00670199 0.00273313 0.00396886 0.00261506
internal_count=3121 2960 2572 2517 2061 782 1279 840
is_linear=0
shrinkage=0.00196078


Tree=5301
num_leaves=10
num_cat=0
split_feature=42 43 15 16 49 16 15 4 2
split_gain=6.67809e-05 7.40678e-05 5.72468e-05 7.6525e-05 0.000115768 8.63754e-05 9.39589e-05 0.000185832 6.8527e-05
threshold=0.10194000000000002 0.12450000000000001 -0.10653 -0.088394999999999987 -0.047584999999999995 -0.056919999999999991 -0.016799999999999995 -0.033174999999999989 0.11215000000000001
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 8 4 -4 -5 -7 -8 -1
right_child=-2 -3 3 5 -6 6 7 -9 -10
leaf_value=0.00058827956868370542 -0.0004813672068267323 0.00048924884309148244 6.8629174108151593e-06 0.00045323582194525287 -0.00089378348745610455 -0.00059674673153643505 -0.00031683247053207426 0.00074806544343744043 -0.00011072133790278385
leaf_weight=0.0011681213456612482 0.0010153724697101367 0.0012709747969458325 0.0012092362591483788 0.0013833384278791102 0.0010045111637146447 0.0011176163914130878 0.001693216190053672 0.0010033885767839752 0.0010015477581032002
leaf_count=259 355 195 123 526 360 481 481 198 143
internal_value=0 4.44874e-05 -1.4513e-05 -9.65198e-05 -0.000401815 3.35117e-05 -0.000118713 7.94089e-05 0.000265612
internal_weight=0 0.010852 0.00958098 0.00741131 0.00221375 0.00519756 0.00381422 0.0026966 0.00216967
internal_count=3121 2766 2571 2169 483 1686 1160 679 402
is_linear=0
shrinkage=0.00196078


Tree=5302
num_leaves=8
num_cat=0
split_feature=16 4 0 3 43 16 0
split_gain=1.83776e-05 4.33415e-05 7.86329e-05 3.20652e-05 5.64353e-05 3.9371e-05 5.06845e-05
threshold=0.38525000000000004 -0.35136499999999998 -0.060129999999999996 -0.08824499999999999 -0.04890499999999999 -0.088159999999999988 -0.15931499999999996
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 -3 -5 6 -6
right_child=-2 2 -4 4 5 -7 -8
leaf_value=-0.02006352731301652 0.010586982102641265 -0.0169209558539745 0.025992788343515063 0.018924708442340264 -0.010088224847270195 -0.01684910385400577 0.019411774414179402
leaf_weight=0.0011340031699809657 0.0013834706716296099 0.0013522358452837261 0.0010732105794102123 0.0012486784739327572 0.0013098060796443711 0.0017251631842278171 0.0010487447060313487
leaf_count=142 311 513 258 801 109 643 344
internal_value=0 -0.00180274 0.000866532 -0.00316746 0.000320269 -0.00536842 0.00302914
internal_weight=0 0.00889184 0.00775784 0.00668463 0.00533239 0.00408371 0.00235855
internal_count=3121 2810 2668 2410 1897 1096 453
is_linear=0
shrinkage=0.1


Tree=5303
num_leaves=8
num_cat=0
split_feature=50 15 16 2 48 15 4
split_gain=1.60674e-05 3.56525e-05 4.49088e-05 7.59157e-05 7.33981e-05 7.35621e-05 6.52053e-05
threshold=0.088425000000000017 -0.15914499999999995 -0.084119999999999986 0.092755000000000018 0.084855000000000014 -0.016799999999999995 -0.084369999999999987
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 -3 5 -4 -7
right_child=-2 2 4 -5 -6 6 -8
leaf_value=0.018326807340505392 -0.012159233093785617 0.0020265404315467487 -0.02405787212131813 -0.029916352085951937 0.028047132117463975 -0.0068754055856485863 0.023126637984635233
leaf_weight=0.0010722036857239237 0.0010004412386126526 0.0018977020768033578 0.0010593290631358606 0.0012238394528791912 0.001067445098552197 0.001601050204090914 0.0013230074484800701
leaf_count=314 560 441 373 242 274 380 537
internal_value=0 0.00118182 -0.00106758 -0.0104971 0.00476009 -0.00148024 0.0066992
internal_weight=0 0.00924458 0.00817237 0.00312154 0.00505083 0.00398339 0.00292406
internal_count=3121 2561 2247 683 1564 1290 917
is_linear=0
shrinkage=0.1


Tree=5304
num_leaves=8
num_cat=0
split_feature=14 15 0 52 13 16 15
split_gain=3.91346e-05 8.16668e-05 4.19763e-05 7.52114e-05 8.46044e-05 6.98762e-05 6.48017e-05
threshold=-1.0000000180025095e-35 -0.10653 0.15398500000000004 0.10160000000000001 -0.095304999999999987 -0.084119999999999986 -0.016799999999999995
decision_type=2 2 2 2 2 2 2
left_child=-1 -2 3 4 -3 -6 -7
right_child=1 2 -4 -5 5 6 -8
leaf_value=-0.00036704197306299181 0.00043337798057908997 0.00042545059409324358 0.00032101034734747754 -0.00056002819662195912 -0.00041864113295932869 -0.00027503745030779144 0.00027456389378709823
leaf_weight=0.0010658217032723802 0.0016119502319177437 0.0013351103480967064 0.0010548399525796706 0.0011450278854199056 0.0019811426750527203 0.001417027138459195 0.0019735234409649187
leaf_count=161 388 187 55 456 512 540 822
internal_value=0 2.72573e-05 -4.62434e-05 -9.55815e-05 -1.62882e-05 -0.00012608 4.48667e-05
internal_weight=0 0.0105186 0.00890667 0.00785183 0.0067068 0.00537169 0.00339055
internal_count=3121 2960 2572 2517 2061 1874 1362
is_linear=0
shrinkage=0.00196078


Tree=5305
num_leaves=9
num_cat=0
split_feature=484 4 156 42 47 133 0 12
split_gain=0.000146908 8.23695e-05 5.74708e-05 5.31944e-05 8.56443e-05 0.000103576 7.52957e-05 0.000171576
threshold=-1.0000000180025095e-35 0.27044500000000005 0.084085000000000007 0.092620000000000022 0.09550500000000002 0.083950000000000011 -0.13027499999999997 0.088305000000000008
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 6 -2 -8
right_child=1 -3 -4 -5 -6 -7 7 -9
leaf_value=-0.00072420747007495275 0.00016510736055640928 0.00046633876225152596 -0.00045460667359705935 -0.0003134970682902653 0.00057462041961639596 0.0004046316415310411 -0.00098203435212950081 7.0121215198928327e-05
leaf_weight=0.0010082980755460489 0.0016050377006248144 0.0016182341244099516 0.0010094114121673636 0.0013670714517284516 0.001250180860664466 0.0017678052746497828 0.0010450142005106939 0.001386425651691349
leaf_count=515 137 346 351 394 132 371 455 420
internal_value=0 5.76385e-05 -1.24894e-05 4.05031e-05 0.000109104 8.83684e-06 -0.000164504 -0.000382087
internal_weight=0 0.0110492 0.00943095 0.00842154 0.00705446 0.00580428 0.00403648 0.00243144
internal_count=3121 2606 2260 1909 1515 1383 1012 875
is_linear=0
shrinkage=0.00196078


Tree=5306
num_leaves=8
num_cat=0
split_feature=16 1 15 3 15 12 4
split_gain=1.6528e-05 4.62214e-05 5.34e-05 3.90193e-05 5.24448e-05 3.26475e-05 3.17535e-05
threshold=0.38525000000000004 0.077565000000000009 0.035560000000000008 -0.015584999999999998 -0.074054999999999996 0.09334000000000002 0.056795000000000005
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 5 6 -3 -5
right_child=-2 3 -4 4 -6 -7 -8
leaf_value=-0.024978975825338971 0.010052655458285459 0.024171435827735344 0.0023222077326801069 0.015588486412697481 -0.020821987297592492 0.0008198669498310538 -0.0072641422918107035
leaf_weight=0.0015222060275414549 0.0013818722566517018 0.0012695398941239898 0.0013534478901193255 0.0013133612142059107 0.001158289081141621 0.001133061504137741 0.0011321534962667659
leaf_count=733 311 501 778 148 210 251 189
internal_value=0 -0.0017038 -0.0121295 0.00328764 -0.00329338 0.0131589 0.00500884
internal_weight=0 0.00888206 0.00287565 0.00600641 0.0036038 0.0024026 0.00244551
internal_count=3121 2810 1511 1299 547 752 337
is_linear=0
shrinkage=0.1


Tree=5307
num_leaves=10
num_cat=0
split_feature=0 1 14 0 52 16 3 133 16
split_gain=7.07888e-05 6.30063e-05 5.50307e-05 7.46603e-05 5.64062e-05 7.93862e-05 5.23419e-05 4.63138e-05 1.11438e-05
threshold=0.15398500000000004 0.077565000000000009 -1.0000000180025095e-35 -0.10607499999999999 -0.0064899999999999992 -0.44310499999999992 -0.078934999999999991 0.089755000000000015 0.051380000000000002
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 7 -3 4 -4 -6 -5 -1 -8
right_child=-2 2 3 6 5 -7 8 -9 -10
leaf_value=-0.00048696612684142275 0.00045413035186652481 -0.00037813409645178256 3.5668699361885507e-06 -0.00046743468735600775 0.00012502331756834869 0.00088284590987760105 0.0001918246200136467 3.4588573428583244e-05 -9.2237419493597497e-05
leaf_weight=0.0018914462527432657 0.0011448953157816152 0.0010915248878388926 0.0015648821483070958 0.0011079409149084775 0.0010915354124542771 0.0010357606745132544 0.001126939893730433 0.0010010269166964088 0.0010040228666435662
leaf_count=1138 60 158 168 460 140 83 303 454 157
internal_value=0 -5.83639e-05 3.10871e-05 9.55323e-05 0.000286136 0.000494 -0.000121746 -0.000306467 5.79862e-05
internal_weight=0 0.0109151 0.00802261 0.00693108 0.00369218 0.0021273 0.0032389 0.00289247 0.00213096
internal_count=3121 3061 1469 1311 391 223 920 1592 460
is_linear=0
shrinkage=0.00196078


Tree=5308
num_leaves=9
num_cat=0
split_feature=14 15 0 52 13 16 43 4
split_gain=4.80841e-05 7.20948e-05 5.25465e-05 7.55698e-05 0.000123575 6.02206e-05 4.74447e-05 0.000124406
threshold=-1.0000000180025095e-35 -0.10653 0.15398500000000004 0.10160000000000001 -0.095304999999999987 -0.094359999999999986 -0.084004999999999982 0.0061450000000000003
decision_type=2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 -3 -6 -7 -8
right_child=1 2 -4 -5 5 6 7 -9
leaf_value=-0.00040817558494471218 0.000406209301662678 0.00050107466352624231 0.00036467436102740659 -0.00055707916872624417 -0.00048387150869322933 0.00025656985049242866 -0.00060157691312239794 0.00027109588773374378
leaf_weight=0.001086974599166241 0.0016169696279749119 0.0014005106278836364 0.0010731796437746183 0.0011737256210372473 0.001516398740667591 0.0014600217660869844 0.0013241923579765244 0.0011946863149487489
leaf_count=161 388 187 55 456 236 463 1012 163
internal_value=0 2.45563e-05 -4.29424e-05 -9.7152e-05 -1.88684e-05 -0.000151379 -2.4663e-05 -0.000187674
internal_weight=0 0.0107597 0.00914272 0.00806954 0.00689581 0.0054953 0.0039789 0.00251888
internal_count=3121 2960 2572 2517 2061 1874 1638 1175
is_linear=0
shrinkage=0.00196078


Tree=5309
num_leaves=8
num_cat=0
split_feature=2 13 52 1 52 4 0
split_gain=1.94719e-05 4.30252e-05 3.84947e-05 7.09028e-05 3.68199e-05 3.93609e-05 2.54474e-05
threshold=0.099185000000000009 -0.086589999999999986 0.10744000000000002 0.11181500000000001 0.077655000000000016 0.053180000000000012 -0.10474999999999998
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 -2 5 6 -3
right_child=2 4 -4 -5 -6 -7 -8
leaf_value=-0.02011464560151191 0.011667309170073217 -0.0026183102796761425 0.021152892071799781 -0.019414490177592843 0.014881688539739299 0.00740617241844377 -0.025068880341257978
leaf_weight=0.0012689931735844493 0.001856343407870937 0.0010059254883857801 0.0011038608124317754 0.0012138208798496181 0.0013112705743231691 0.0015228138462971383 0.001013626887755653
leaf_count=482 485 87 199 235 635 181 817
internal_value=0 -0.00372022 0.00513717 -0.000621198 0.000566138 -0.00473302 -0.0138864
internal_weight=0 0.00612263 0.00417403 0.00307016 0.00485364 0.00354237 0.00201955
internal_count=3121 2202 919 720 1720 1085 904
is_linear=0
shrinkage=0.1


Tree=5310
num_leaves=8
num_cat=0
split_feature=11 13 2 3 12 42 16
split_gain=1.86064e-05 4.31744e-05 4.59992e-05 8.59708e-05 5.44783e-05 1.4377e-05 1.33609e-05
threshold=0.078340000000000007 -0.094514999999999988 0.092120000000000021 -0.0096849999999999974 0.051320000000000005 0.086730000000000015 -0.054549999999999994
decision_type=2 2 2 2 2 2 2
left_child=1 6 4 -4 -3 -6 -1
right_child=-2 2 3 -5 5 -7 -8
leaf_value=0.022349700210052829 -0.012956649558289214 0.0026705198576202141 0.024897759756315401 -0.0074376426242643489 -0.029567677571889852 -0.012674281866101606 0.0061364055195746968
leaf_weight=0.0010068542669627398 0.0010170043509219262 0.0018335365031302412 0.00142164542338769 0.001950110768049739 0.0010111507727483143 0.0010039658600657334 0.0010264035902396544
leaf_count=237 208 263 678 263 834 541 97
internal_value=0 0.00129327 -0.00233143 0.00619605 -0.00980224 -0.0211511 0.0141651
internal_weight=0 0.00925367 0.00722041 0.00337176 0.00384865 0.00201512 0.00203326
internal_count=3121 2913 2579 941 1638 1375 334
is_linear=0
shrinkage=0.1


Tree=5311
num_leaves=7
num_cat=0
split_feature=1 15 16 43 4 16
split_gain=1.80102e-05 3.67256e-05 5.05973e-05 2.91704e-05 4.55678e-05 4.27861e-05
threshold=0.104035 -0.018314999999999994 -0.061854999999999993 -0.083134999999999987 -0.0016099999999999997 -0.088159999999999988
decision_type=2 2 2 2 2 2
left_child=3 2 -2 -1 5 -5
right_child=1 -3 -4 4 -6 -7
leaf_value=0.0071954180021437013 0.0096534828441669218 0.021698503994833519 -0.017307699594008685 0.01654075791319649 -0.020322993479373306 -0.0094903015599625551
leaf_weight=0.0018255459883753612 0.0018620220217753932 0.0010035572029856929 0.0011116081062880023 0.001017397154474776 0.0017599539404731424 0.0016643669816125937
leaf_count=661 339 156 196 269 494 1006
internal_value=0 0.00515724 -0.000425198 -0.00344629 -0.00782003 0.00038526
internal_weight=0 0.00397719 0.00297363 0.00626726 0.00444172 0.00268176
internal_count=3121 691 535 2430 1769 1275
is_linear=0
shrinkage=0.1


Tree=5312
num_leaves=9
num_cat=0
split_feature=133 13 49 42 15 0 12 48
split_gain=6.47382e-05 0.000119271 4.66944e-05 7.50144e-05 0.00014468 7.03005e-05 8.88316e-05 6.25652e-05
threshold=0.10622000000000002 -0.23438999999999996 0.10440000000000001 0.091295000000000015 0.084050000000000014 -0.10607499999999999 0.085885000000000017 0.086035000000000014
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 7 -7 -3
right_child=-2 2 -4 -5 -6 6 -8 -9
leaf_value=0.00060647240290532438 -0.00047750295963628584 0.00039175116541557585 0.00035707961069919841 0.00027960050385782213 -0.00082240014617723128 4.3504021465129806e-05 -0.00060367216921690782 -0.00021121245872972544
leaf_weight=0.0012575101768877274 0.0010251298367453766 0.001829356974451031 0.0010525197100926488 0.001795827096799033 0.001101750130678752 0.0018218130904007802 0.0014761096358100682 0.0010364879814293848
leaf_count=157 435 189 244 405 606 495 507 83
internal_value=0 3.69715e-05 -3.38376e-05 -7.92445e-05 -0.000167941 -5.09585e-05 -0.000246164 0.000173678
internal_weight=0 0.0113714 0.0101139 0.00906134 0.00726552 0.00616377 0.00329792 0.00286584
internal_count=3121 2686 2529 2285 1880 1274 1002 272
is_linear=0
shrinkage=0.00196078


Tree=5313
num_leaves=10
num_cat=0
split_feature=42 47 42 3 1 1 133 3 11
split_gain=7.89912e-05 9.1543e-05 7.28452e-05 5.40163e-05 6.85103e-05 0.000123728 0.000106847 9.19103e-05 2.7193e-05
threshold=0.10256000000000001 0.11069000000000002 -1.0000000180025095e-35 -0.10023499999999998 0.094385000000000011 0.11103500000000001 0.089200000000000015 0.084940000000000015 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 -1 8 6 -6 7 -5 -4
right_child=-2 -3 3 4 5 -7 -8 -9 -10
leaf_value=-0.00041829070167586464 -0.00053181843845029493 0.00054129497258383963 0.00055748059334649949 -0.0007674826606294087 0.00064115855691500225 -0.00022259527446924046 0.00034252641364292569 -5.5213463844041106e-05 0.00010248170240687271
leaf_weight=0.0015074373841788046 0.0010064295945295563 0.0012519644616799273 0.0010066352274358632 0.0013635409539306809 0.0012758830414269793 0.0012745157603115263 0.0010034212316659993 0.0014238567030250837 0.0010134073325299697
leaf_count=832 346 148 88 723 226 240 231 103 184
internal_value=0 4.18231e-05 -2.1541e-05 4.99884e-05 -3.89625e-05 0.000209513 -0.000206133 -0.000403642 0.000329218
internal_weight=0 0.0111207 0.0098687 0.00836126 0.00634122 0.0025504 0.00379082 0.0027874 0.00202004
internal_count=3121 2775 2627 1795 1523 466 1057 826 272
is_linear=0
shrinkage=0.00196078


Tree=5314
num_leaves=9
num_cat=0
split_feature=4 0 1 15 15 4 1 4
split_gain=3.85437e-05 8.90251e-05 4.12497e-05 9.49817e-05 5.00287e-05 3.98717e-05 6.06941e-05 6.06135e-05
threshold=-0.49405499999999997 1.0000000180025095e-35 0.094385000000000011 -0.0063699999999999989 0.088655000000000025 0.053925000000000008 0.111945 0.24564500000000003
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 -5 -4 -7 -8
right_child=1 -3 5 4 -6 6 7 -9
leaf_value=-0.00037286481864830782 -0.00052039970607050887 0.00051269956279972352 0.00034795143618721969 0.00031231673669594018 -0.00023043037161540466 -0.00042075537636776468 -0.00019827515588997176 0.0004463902565349522
leaf_weight=0.0010269382000962354 0.0018303044177548941 0.0012666523748118179 0.0015121905209582553 0.0014125861125084238 0.0012142167629729413 0.0010695648602382303 0.0010486688387638661 0.0012051482684613652
leaf_count=156 941 186 358 545 546 108 65 216
internal_value=0 2.50479e-05 -4.14222e-05 -0.000177494 6.14366e-05 8.39994e-05 -3.61029e-05 0.000146437
internal_weight=0 0.0105593 0.00929268 0.00445711 0.0026268 0.00483557 0.00332338 0.00225382
internal_count=3121 2965 2779 2032 1091 747 389 281
is_linear=0
shrinkage=0.00196078


Tree=5315
num_leaves=8
num_cat=0
split_feature=13 16 1 15 48 52 43
split_gain=1.68413e-05 3.07797e-05 6.70729e-05 6.92663e-05 6.61392e-05 4.89799e-05 6.69696e-05
threshold=-0.39067499999999994 0.23311500000000004 1.0000000180025095e-35 0.035560000000000008 0.086035000000000014 -0.013374999999999998 -0.0037449999999999996
decision_type=2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 -4 -7
right_child=1 -3 4 -5 -6 6 -8
leaf_value=0.011345177813755917 -0.036578325913421805 0.012437340163788203 0.028513869353804913 -0.0020718775309923544 -0.013596388852719386 -0.016810668255978878 0.01552683924670497
leaf_weight=0.0011413160702823224 0.001087507856368534 0.0013452499208742976 0.0010122524502515625 0.0012508161215641182 0.0018022191727725691 0.0010620878215332871 0.0016130763390026545
leaf_count=145 666 418 201 758 242 390 301
internal_value=0 -0.00153581 -0.00393712 -0.0181201 0.00210417 0.0097778 0.00268827
internal_weight=0 0.00917321 0.00782796 0.00233832 0.00548964 0.00368742 0.00267516
internal_count=3121 2976 2558 1424 1134 892 691
is_linear=0
shrinkage=0.1


Tree=5316
num_leaves=9
num_cat=0
split_feature=50 4 40 2 3 1 0 15
split_gain=1.67822e-05 3.31293e-05 3.28377e-05 6.57844e-05 8.64688e-05 4.94363e-05 7.20998e-05 4.73771e-05
threshold=0.088425000000000017 0.36766000000000004 -1.0000000180025095e-35 0.11215000000000001 0.092670000000000016 0.095285000000000022 -0.10224499999999999 0.040760000000000005
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 6 -4 -8
right_child=-2 -3 3 -5 -6 -7 7 -9
leaf_value=-0.017851231511517556 -0.012403878433304741 0.016473665495518416 -0.027277595054622406 -0.021366268989685498 0.030214799841743852 0.017464892265885809 -0.0092492286744322895 0.018350520930141164
leaf_weight=0.0010232966001304227 0.0010008348637796536 0.0012352429054357942 0.0011203788268602526 0.0010810258976454495 0.0011396801926040201 0.0011684642357626118 0.0013755946033697261 0.0011352292937080984
leaf_count=227 560 303 180 237 104 215 558 737
internal_value=0 0.00122582 -0.00111574 0.00132364 0.00545345 -0.000426129 -0.00618318 0.00322956
internal_weight=0 0.00927891 0.00804367 0.00702037 0.00593935 0.00479967 0.0036312 0.00251082
internal_count=3121 2561 2258 2031 1794 1690 1475 1295
is_linear=0
shrinkage=0.1


Tree=5317
num_leaves=9
num_cat=0
split_feature=0 16 16 160 1 0 133 4
split_gain=3.83542e-05 5.22887e-05 5.14502e-05 6.35076e-05 5.94309e-05 8.76862e-05 5.22531e-05 3.30059e-05
threshold=0.15398500000000004 0.26676500000000009 0.0065250000000000004 -1.0000000180025095e-35 0.099195000000000019 -0.16360999999999995 0.083950000000000011 -0.0029599999999999995
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 -1 6 -6 7 -5
right_child=-2 -3 -4 4 5 -7 -8 -9
leaf_value=-0.00044716045474833046 0.00035155766760192812 -0.00043381014523363916 0.00030481336065781191 -1.7810207928684969e-05 -0.00013760195076759351 0.00059585140087187551 0.00023091065295005684 -0.00047366093351171291
leaf_weight=0.0013616575111269347 0.0010498803613980473 0.0011614458198473719 0.0018027453868867307 0.0010154806092580932 0.0011794496324111724 0.0013371547043519194 0.0010328372948036875 0.0015318815362554265
leaf_count=714 60 362 394 612 88 304 361 226
internal_value=0 -4.16362e-05 7.54623e-06 -6.43046e-05 2.12022e-05 0.000252106 -0.000141105 -0.000291941
internal_weight=0 0.0104227 0.00926121 0.00745846 0.0060968 0.0025166 0.0035802 0.00254736
internal_count=3121 3061 2699 2305 1591 392 1199 838
is_linear=0
shrinkage=0.00196078


Tree=5318
num_leaves=8
num_cat=0
split_feature=14 15 13 13 3 0 52
split_gain=4.84413e-05 8.47722e-05 5.5197e-05 0.000102487 7.1442e-05 6.84312e-05 1.9929e-05
threshold=-1.0000000180025095e-35 -0.10653 -0.095304999999999987 -0.033284999999999988 0.083060000000000009 -0.077809999999999976 -0.077024999999999996
decision_type=2 2 2 2 2 2 2
left_child=-1 -2 -3 -4 5 -5 -6
right_child=1 2 3 4 6 -7 -8
leaf_value=-0.000407062555720913 0.00044599233222158887 0.00024397793802891383 -0.00058310897807389221 -0.00014611582744439628 -0.00010355553969195201 0.000412213338447524 -0.00048765691553479966
leaf_weight=0.0010783317642896638 0.0015935306667425779 0.0019842510948945109 0.0014882753613457032 0.0014894195714966988 0.0010687295011852643 0.0019475825445608066 0.0010102830552336517
leaf_count=161 388 233 1173 589 82 399 96
internal_value=0 2.91849e-05 -4.47087e-05 -0.000126491 -3.2909e-06 0.000170262 -0.000290207
internal_weight=0 0.0105821 0.00898854 0.00700429 0.00551601 0.003437 0.00207901
internal_count=3121 2960 2572 2339 1166 988 178
is_linear=0
shrinkage=0.00196078


Tree=5319
num_leaves=9
num_cat=0
split_feature=4 0 157 16 15 1 151 2
split_gain=4.43776e-05 9.32145e-05 4.97432e-05 5.94028e-05 0.000142755 7.79432e-05 9.11065e-05 0.000119815
threshold=-0.49405499999999997 -1.0000000180025095e-35 -0.074309999999999987 -0.056919999999999991 -0.016799999999999995 0.085110000000000005 -0.0083949999999999979 0.090425000000000019
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 -2 5 -5 -4 -7 -8
right_child=1 -3 3 4 -6 6 7 -9
leaf_value=-0.00039627300943933391 0.00036732715031814669 0.00053550051716033577 -0.00038071864404273505 -0.00073805947302958328 0.00017113941258613759 -0.00032852805586916392 -2.3093685573668301e-05 0.00075145501143190137
leaf_weight=0.0010299901708053115 0.0010368883350917102 0.0012381480264346901 0.0013568179737917605 0.0014720052561915753 0.0012094754790674285 0.0010855867540365757 0.0016762800691987061 0.0014168622779470931
leaf_count=156 347 186 862 524 407 137 320 182
internal_value=0 3.02374e-05 -3.73654e-05 -8.84326e-05 -0.000327967 2.76007e-05 0.000160181 0.0003317
internal_weight=0 0.0104921 0.00925392 0.00821703 0.00268148 0.00553555 0.00417873 0.00309314
internal_count=3121 2965 2779 2432 931 1501 639 502
is_linear=0
shrinkage=0.00196078


Tree=5320
num_leaves=10
num_cat=0
split_feature=484 133 13 15 13 3 15 2 2
split_gain=0.00015584 0.000119145 8.72435e-05 7.75616e-05 0.000115387 9.49488e-05 0.000155892 0.000157699 6.75173e-05
threshold=-1.0000000180025095e-35 0.10622000000000002 -0.094514999999999988 0.035560000000000008 -0.033284999999999988 -0.10519499999999998 -0.037864999999999989 0.089885000000000007 0.10005000000000001
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 8 4 -4 -6 7 -7 -2
right_child=1 -3 3 -5 5 6 -8 -9 -10
leaf_value=-0.00073804461428134246 9.7749992073029116e-05 -0.00058632272927094215 -0.0004912337402584575 -0.0003496785119274037 0.00069498983876225369 -0.00076568057612664035 0.00068344166962414055 0.00018129925004316383 0.00074725797909382563
leaf_weight=0.0010447688087449223 0.0011776704305830428 0.0010242724545282021 0.001013650338558463 0.0017493629006721523 0.0012853409249299775 0.0010525628491543388 0.0011907107220187896 0.0018902763983979767 0.0012886274726771271
leaf_count=515 170 370 498 715 181 141 129 252 150
internal_value=0 5.24058e-05 0.000113846 1.64027e-05 0.00011596 0.000229541 8.48085e-05 -0.000157406 0.000437114
internal_weight=0 0.0116725 0.0106482 0.0081819 0.00643254 0.00541889 0.00413355 0.00294284 0.0024663
internal_count=3121 2606 2236 1916 1201 703 522 393 320
is_linear=0
shrinkage=0.00196078


Tree=5321
num_leaves=10
num_cat=0
split_feature=484 133 133 15 3 3 151 52 47
split_gain=0.000149317 0.000121357 9.93159e-05 0.000105165 0.000135728 0.000121164 6.28119e-05 8.13812e-05 4.97815e-05
threshold=-1.0000000180025095e-35 0.10622000000000002 0.083950000000000011 0.024640000000000006 -0.10519499999999998 -1.0000000180025095e-35 -0.0077149999999999988 -0.065544999999999978 0.092165000000000011
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 -6 -7 -8 -9
right_child=1 -3 -4 -5 5 6 7 8 -10
leaf_value=-0.00072346792565649882 0.00061326448846730467 -0.00059494067886456913 0.00060910618770907993 -0.00036789145188762554 -0.00052992066770452689 -0.00026855503668313555 -0.00011330078766781743 0.00021954729761790377 0.00083285162106230717
leaf_weight=0.0010323620735902287 0.0018250694027071536 0.0010101876587256765 0.0013693844839112292 0.0019003783143642832 0.0012888446896280716 0.0010189379563597806 0.0012096272839510203 0.0010088980549003137 0.0010265880237216862
leaf_count=515 224 370 415 742 498 100 101 109 47
internal_value=0 5.45582e-05 0.000116178 4.34275e-05 0.000149373 -3.09419e-06 0.000156143 0.000289495 0.000528865
internal_weight=0 0.0116579 0.0106477 0.00927834 0.00737797 0.0055529 0.00426405 0.00324511 0.00203549
internal_count=3121 2606 2236 1821 1079 855 357 257 156
is_linear=0
shrinkage=0.00196078


Tree=5322
num_leaves=9
num_cat=0
split_feature=43 42 2 2 47 4 2 4
split_gain=5.56202e-05 6.57951e-05 6.47173e-05 6.53032e-05 0.000103434 7.62069e-05 5.4013e-05 6.46625e-05
threshold=-0.27207999999999993 -0.088669999999999985 0.099185000000000009 0.084245000000000014 0.086380000000000012 -0.026489999999999996 0.10803500000000001 0.033845000000000007
decision_type=2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 -3 -5 -4 -8
right_child=1 2 6 5 -6 -7 7 -9
leaf_value=-0.00042531470003082642 0.00050954393738432858 0.00037762301731566306 0.00054544087882618523 -0.00075989431379257287 -0.00040074471290444102 -7.9999168183846953e-05 0.00037304145947004514 -0.00018644891536174623
leaf_weight=0.0011093567210604663 0.0010201498563885648 0.001570290072494868 0.0010682336174418698 0.0011488624533504987 0.0011277878498112868 0.0014138412971761638 0.0013272522047907604 0.0019774538500515653
leaf_count=144 324 625 238 528 178 505 263 316
internal_value=0 3.60243e-05 -1.41185e-05 -0.000160641 5.22678e-05 -0.000384797 0.000162153 3.82563e-05
internal_weight=0 0.0106539 0.00963372 0.00526078 0.00269808 0.0025627 0.00437294 0.00330471
internal_count=3121 2977 2653 1836 803 1033 817 579
is_linear=0
shrinkage=0.00196078


Tree=5323
num_leaves=9
num_cat=0
split_feature=52 52 160 4 1 16 16 16
split_gain=1.96987e-05 5.53787e-05 4.13168e-05 4.6517e-05 7.34447e-05 3.41005e-05 6.47407e-05 2.16386e-05
threshold=-0.24456499999999998 -0.081429999999999989 0.050340000000000003 -0.082109999999999975 0.085110000000000005 -0.087989999999999985 -0.45661999999999997 0.054560000000000004
decision_type=2 2 2 2 2 2 2 2
left_child=-1 -2 3 7 -5 6 -6 -3
right_child=1 2 -4 4 5 -7 -8 -9
leaf_value=-0.013406461469012674 0.020979977311416695 0.024080790159902683 -0.019439877903877877 -0.027276237787555446 -0.0053243153785970769 -0.0093042968969162636 0.02862979401785214 0.0040472655863049555
leaf_weight=0.0010088742509862464 0.0012408524331693578 0.0010056761410660001 0.0011303895670266764 0.0010797725549426605 0.0012392503794671453 0.0015185292275159239 0.0010268759628652721 0.0011622569240785367
leaf_count=364 407 459 216 833 199 391 186 66
internal_value=0 0.00129737 -0.00169466 0.00115773 -0.00427181 0.00229142 0.0100617 0.0133406
internal_weight=0 0.0094036 0.00816275 0.00703236 0.00486443 0.00378466 0.00226613 0.00216793
internal_count=3121 2757 2350 2134 1609 776 385 525
is_linear=0
shrinkage=0.1


Tree=5324
num_leaves=8
num_cat=0
split_feature=43 1 16 0 0 151 2
split_gain=1.87467e-05 4.57883e-05 8.18503e-05 7.50399e-05 3.88295e-05 2.46092e-05 0.000107307
threshold=-0.24021999999999996 0.11846000000000002 0.22339500000000004 -0.077999999999999986 -0.10011499999999998 -0.0083949999999999979 0.09142500000000002
decision_type=2 2 2 2 2 2 2
left_child=-1 2 3 4 5 -2 -7
right_child=1 -3 -4 -5 -6 6 -8
leaf_value=-0.011327226327001965 -0.010669553856017366 0.018449343737661775 -0.028082402405591147 0.019845088900931736 -0.020098451481553495 -0.015407088433966482 0.025877189605237546
leaf_weight=0.001303713842698285 0.0012241042863460581 0.0013552877758755558 0.0010058565454086872 0.0018195283133756483 0.0011406069583613523 0.0011809487374543222 0.0013485292668254066
leaf_count=166 151 343 360 551 1223 145 182
internal_value=0 0.00149667 -0.00147963 0.00250603 -0.00394017 0.000969879 0.00660261
internal_weight=0 0.00907486 0.00771957 0.00671372 0.00489419 0.00375358 0.00252948
internal_count=3121 2955 2612 2252 1701 478 327
is_linear=0
shrinkage=0.1


Tree=5325
num_leaves=9
num_cat=0
split_feature=159 2 43 48 0 4 12 15
split_gain=2.13105e-05 4.25907e-05 4.63741e-05 8.33848e-05 0.000115822 3.75524e-05 3.57607e-05 3.91976e-05
threshold=-1.0000000180025095e-35 0.088225000000000012 0.016310000000000002 0.084170000000000009 -0.18113999999999997 -0.059649999999999988 0.091475000000000015 -0.016799999999999995
decision_type=2 2 2 2 2 2 2 2
left_child=-1 6 3 5 -5 -3 7 -2
right_child=1 2 -4 4 -6 -7 -8 -9
leaf_value=-0.013926713783648723 -0.029707082672064747 -0.025580058575390557 0.021810825901654386 -0.006052959193806347 0.039323030704583303 0.00056650614305020746 0.0055141218248900914 -0.0023478624466275006
leaf_weight=0.0010066049637212004 0.0010173569480948189 0.001096369571746371 0.0014827562103885399 0.0012201630806285557 0.0010436850744274442 0.0011008358356436585 0.0012944322409254539 0.0010791134227444775
leaf_count=509 335 282 274 58 256 501 288 618
internal_value=0 0.00138785 0.00648975 0.00139736 0.0148664 -0.0124802 -0.00755512 -0.0156245
internal_weight=0 0.00933471 0.00594381 0.00446105 0.00226385 0.00219721 0.0033909 0.00209647
internal_count=3121 2612 1371 1097 314 783 1241 953
is_linear=0
shrinkage=0.1


Tree=5326
num_leaves=10
num_cat=0
split_feature=14 15 0 52 13 16 49 0 15
split_gain=6.14143e-05 5.94297e-05 5.39022e-05 9.46348e-05 8.71436e-05 6.17188e-05 0.00010053 6.48718e-05 5.34433e-05
threshold=-1.0000000180025095e-35 -0.10653 0.15398500000000004 0.10160000000000001 -0.095304999999999987 -0.084119999999999986 -0.020744999999999996 -0.053834999999999994 -0.0063699999999999989
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 -3 6 -6 8 -7
right_child=1 2 -4 -5 5 7 -8 -9 -10
leaf_value=-0.0004495777556201031 0.00037599201896081172 0.00044601152547936598 0.00038112710562274112 -0.0005952075221782305 4.6780833300559018e-05 -5.5363277392891499e-05 -0.00081292865912034758 -0.00035431250221232784 0.00051621310520046462
leaf_weight=0.0011107904179541725 0.0016604598511335668 0.0013838328419358273 0.0010995254070571324 0.0011793333505644163 0.0010782887366822536 0.0012825022634877919 0.0010153654890359752 0.0010549336791212849 0.0012341570207864451
leaf_count=161 388 187 55 456 102 592 410 262 508
internal_value=0 3.4215e-05 -2.66245e-05 -8.11105e-05 4.89954e-06 -0.00010285 -0.000370155 5.38438e-05 0.000224935
internal_weight=0 0.0109884 0.00932794 0.00822841 0.00704908 0.00566525 0.00209365 0.00357159 0.00251666
internal_count=3121 2960 2572 2517 2061 1874 512 1362 1100
is_linear=0
shrinkage=0.00196078


Tree=5327
num_leaves=7
num_cat=0
split_feature=15 15 3 3 1 2
split_gain=2.04992e-05 2.9841e-05 3.37573e-05 4.76309e-05 3.58174e-05 6.41839e-05
threshold=-0.11713499999999999 -0.097454999999999986 0.10542000000000001 -0.020429999999999997 0.077845000000000011 0.092120000000000021
decision_type=2 2 2 2 2 2
left_child=-1 -2 3 4 5 -3
right_child=1 2 -4 -5 -6 -7
leaf_value=-0.009824304038116724 0.017589130293069997 -0.02487869336651348 0.011350948678236581 -0.019262142931081208 0.011925411719427008 0.0088431419353306433
leaf_weight=0.0017916564016527475 0.001066467521911918 0.0010600053754125521 0.0018678531574776863 0.0015232441794482193 0.0018155789423236483 0.0012072429366214975
leaf_count=484 120 876 167 262 702 510
internal_value=0 0.00194078 -0.000292115 -0.0041714 0.00145874 -0.00692281
internal_weight=0 0.00854039 0.00747392 0.00560607 0.00408283 0.00226725
internal_count=3121 2637 2517 2350 2088 1386
is_linear=0
shrinkage=0.1


Tree=5328
num_leaves=10
num_cat=0
split_feature=11 48 0 2 52 49 0 12 0
split_gain=4.93243e-05 6.48059e-05 0.000153058 7.26712e-05 6.26313e-05 5.57585e-05 5.8577e-05 5.97504e-05 2.93587e-05
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decision_type=2 2 2 2 2 2 2 2 2
left_child=1 3 -3 4 5 -1 7 8 -7
right_child=-2 2 -4 -5 -6 6 -8 -9 -10
leaf_value=-0.00044587451628448968 -0.0004290640549968602 -0.00025912315872074525 0.00075705992508683952 0.00036796417179621449 -0.00047410592791910652 -0.00024582462685587142 -0.00034725298325834908 0.00049801370316601224 0.00021633929397670958
leaf_weight=0.0010307855554352674 0.0010058133992251412 0.0010079052231598551 0.0013112157475200269 0.001322868586695094 0.0016003388541775999 0.0011108657895620264 0.0010490585492044105 0.0013827189499120056 0.001007935976777122
leaf_count=198 189 47 315 353 515 142 155 533 674
internal_value=0 2.48748e-05 0.00031542 -5.43544e-05 -0.000132145 -3.40954e-05 5.91798e-05 0.000180947 -2.59685e-05
internal_weight=0 0.0108237 0.00231912 0.00850457 0.0071817 0.00558136 0.00455058 0.00350152 0.0021188
internal_count=3121 2932 362 2570 2217 1702 1504 1349 816
is_linear=0
shrinkage=0.00196078


Tree=5329
num_leaves=8
num_cat=0
split_feature=457 160 1 12 1 160 16
split_gain=1.95956e-05 3.57146e-05 5.00144e-05 5.54906e-05 6.09694e-05 4.71053e-05 6.98249e-05
threshold=0.069910000000000014 0.041220000000000007 0.12811000000000003 0.10124000000000001 0.10612500000000001 -1.0000000180025095e-35 -0.083134999999999987
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 4 5 -1 -7
right_child=-2 -3 -4 -5 -6 6 -8
leaf_value=-0.010902466215768212 0.011139468127674005 -0.018661051414584694 0.019964985130479548 -0.022353487544847749 -0.016403082058780771 0.030087290259418371 1.8747970612837352e-05
leaf_weight=0.0010324129297639116 0.001348528051536498 0.0011007914106582585 0.0011375043828513688 0.0011846841098972927 0.0014197887327598788 0.0014211472767578224 0.001691539288042581
leaf_count=654 267 361 223 313 228 427 648
internal_value=0 -0.00178775 0.00056724 -0.00270186 0.00148169 0.00760762 0.013747
internal_weight=0 0.00898787 0.00788708 0.00674957 0.00556489 0.0041451 0.00311269
internal_count=3121 2854 2493 2270 1957 1729 1075
is_linear=0
shrinkage=0.1


Tree=5330
num_leaves=7
num_cat=0
split_feature=42 160 49 42 52 4
split_gain=1.82398e-05 2.66413e-05 4.03994e-05 7.45666e-05 3.59128e-05 6.84566e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.081404999999999991 0.091545000000000015 0.077655000000000016 0.053180000000000012
decision_type=2 2 2 2 2 2
left_child=-1 -2 -3 4 5 -4
right_child=1 2 3 -5 -6 -7
leaf_value=-0.0094365627484234924 -0.0083844390345393267 0.0222860098518072 -0.014744765452566772 -0.019900928143667559 0.020785774705125031 0.016478367505139521
leaf_weight=0.001736250732718536 0.001975035404502448 0.0011065434604775647 0.0013741702470692607 0.001270099793416646 0.0014061187777949782 0.0014360018705500022
leaf_count=862 828 151 446 462 190 182
internal_value=0 0.00180359 0.00485561 0.00134009 0.00773865 0.0012103
internal_weight=0 0.00856797 0.00659293 0.00548639 0.00421629 0.00281017
internal_count=3121 2259 1431 1280 818 628
is_linear=0
shrinkage=0.1


Tree=5331
num_leaves=9
num_cat=0
split_feature=0 1 150 3 160 3 15 2
split_gain=4.32771e-05 6.2857e-05 4.87298e-05 7.13338e-05 6.16107e-05 8.66109e-05 4.59422e-05 3.75059e-05
threshold=0.15398500000000004 0.077565000000000009 0.081835000000000019 0.095270000000000007 -0.013904999999999999 -0.08824499999999999 0.035560000000000008 0.113445
decision_type=2 2 2 2 2 2 2 2
left_child=1 6 3 4 -3 -6 -1 -5
right_child=-2 2 -4 7 5 -7 -8 -9
leaf_value=-0.00057601095265619878 0.00036819462706603692 0.00053513999519064833 0.0003322772424901024 -0.00060349541124469152 -0.00048873942612563995 0.00022565220268794446 -6.722870289506366e-05 -7.2354741514164136e-05
leaf_weight=0.0012581903342980454 0.0010707447949712132 0.0010036554035694882 0.0017562958994224373 0.0010139967262881118 0.0010162032691735253 0.0018228676187637266 0.0014909147139053464 0.0010306997850343252
leaf_count=816 60 286 291 112 216 446 776 118
internal_value=0 -4.58137e-05 4.56362e-05 -3.98726e-05 0.000117565 -3.00537e-05 -0.000300084 -0.000335756
internal_weight=0 0.0103928 0.00764372 0.00588742 0.00384273 0.00283907 0.00274911 0.0020447
internal_count=3121 3061 1469 1178 948 662 1592 230
is_linear=0
shrinkage=0.00196078


Tree=5332
num_leaves=10
num_cat=0
split_feature=48 48 51 0 0 16 0 12 0
split_gain=6.45525e-05 9.70218e-05 9.95268e-05 9.32964e-05 6.30078e-05 0.000104851 9.74031e-05 6.45316e-05 5.68196e-05
threshold=0.11951500000000001 0.092475000000000016 0.085720000000000005 -0.17169499999999996 -0.077999999999999986 0.15891500000000003 -0.10011499999999998 0.095175000000000023 -0.11756999999999999
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 6 -6 8 -7 -5
right_child=-2 -3 -4 4 5 7 -8 -9 -10
leaf_value=0.00058476528289568865 -0.00047439633943754136 0.00052648655683908716 -0.00062197778979589818 -0.00031977949269473095 0.00049061013812944445 -0.00047063307445271139 -0.00070369109176937335 0.00019565665973514677 0.00028097242382781913
leaf_weight=0.001031021471568026 0.0010599829395997263 0.0013404492166238556 0.001000507739605372 0.0011745869101333342 0.0017181179304778253 0.0011732332553794286 0.0011472757662627665 0.0010672363724617338 0.0012488716951210435
leaf_count=110 114 251 325 194 519 170 1150 159 129
internal_value=0 3.2462e-05 -3.68012e-05 3.15926e-05 -4.41557e-05 0.0001262 -0.000233016 -0.000153249 -1.01963e-05
internal_weight=0 0.0109013 0.00956085 0.00856034 0.00752932 0.00395859 0.00357073 0.00224047 0.00242346
internal_count=3121 3007 2756 2431 2321 848 1473 329 323
is_linear=0
shrinkage=0.00196078


Tree=5333
num_leaves=9
num_cat=0
split_feature=0 1 15 15 15 3 2 3
split_gain=4.75432e-05 5.4194e-05 6.0585e-05 5.56721e-05 8.03483e-05 8.64709e-05 6.11692e-05 2.69558e-05
threshold=0.15398500000000004 0.077565000000000009 0.035560000000000008 0.035560000000000008 -0.016799999999999995 0.097915000000000016 0.089885000000000007 -0.073884999999999992
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 6 7 -3
right_child=-2 3 -4 -5 -6 -7 -8 -9
leaf_value=-0.00059995476947640868 0.00038623886613563501 0.00022900335044630552 -1.7275220061474651e-05 -0.00034187015664671462 0.00057184269120852469 -0.00032558000636129393 0.00054324990857349887 -0.00021308461147377341
leaf_weight=0.0012622048114276877 0.0010696861314439038 0.0010002777778767415 0.0015030272817659217 0.0012514515698674785 0.0011830085494674448 0.0019192936800957799 0.001234551292012066 0.0011285138095058227
leaf_count=816 60 190 776 400 256 209 238 176
internal_value=0 -4.77171e-05 -0.000283242 3.66777e-05 0.000109947 6.50892e-06 0.000196016 -5.35607e-06
internal_weight=0 0.0104823 0.00276523 0.0077171 0.00646565 0.00528264 0.00336334 0.00212879
internal_count=3121 3061 1592 1469 1069 813 604 366
is_linear=0
shrinkage=0.00196078


Tree=5334
num_leaves=10
num_cat=0
split_feature=48 48 1 4 0 2 4 0 16
split_gain=4.86744e-05 0.000104551 6.82365e-05 5.70685e-05 5.11514e-05 0.000122035 5.04217e-05 7.49158e-05 9.58793e-05
threshold=0.11951500000000001 0.092475000000000016 0.111945 0.11275500000000001 0.15398500000000004 0.10774000000000002 0.053180000000000012 -0.077999999999999986 -0.088159999999999988
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 4 -4 5 6 7 8 -1
right_child=-2 -3 3 -5 -6 -7 -8 -9 -10
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leaf_weight=0.0011465229144176046 0.0010417212607567354 0.0012826040620661479 0.0010244280762219998 0.0010324762916521749 0.0010118806628068282 0.0010303281388611323 0.0013721249175368154 0.001502950986524039 0.001269843397654063
leaf_count=358 114 251 124 250 47 301 208 466 1002
internal_value=0 -8.71933e-05 -0.000158914 0.000156692 -0.000247434 -0.000312949 -0.000192736 -0.000305987 -0.000519785
internal_weight=0 0.0106732 0.00939056 0.0020569 0.00733365 0.00632177 0.00529144 0.00391932 0.00241637
internal_count=3121 3007 2756 374 2382 2335 2034 1826 1360
is_linear=0
shrinkage=0.00196078


Tree=5335
num_leaves=8
num_cat=0
split_feature=50 160 3 133 151 43 2
split_gain=2.03905e-05 4.12162e-05 3.9988e-05 5.20936e-05 6.07012e-05 6.84791e-05 6.58351e-05
threshold=0.088425000000000017 -0.08538999999999998 0.12745000000000004 -0.0061299999999999992 -0.0083949999999999979 -0.09225499999999999 0.088225000000000012
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 -3 -5 -6 -7
right_child=-2 2 -4 4 5 6 -8
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leaf_weight=0.001000879181112563 0.0010023420622943162 0.0010250327465452756 0.0012588430689031505 0.0013130102303880384 0.0015980042939539156 0.001216720489984063 0.0019589872564844493
leaf_count=391 560 625 141 296 262 345 501
internal_value=0 0.00123695 -0.00105625 0.00185168 0.00536389 0.0106013 0.0190974
internal_weight=0 0.00937148 0.0083706 0.00711176 0.00608672 0.00477371 0.00317571
internal_count=3121 2561 2170 2029 1404 1108 846
is_linear=0
shrinkage=0.1


Tree=5336
num_leaves=8
num_cat=0
split_feature=52 157 4 49 4 0 16
split_gain=1.86054e-05 3.49195e-05 3.78236e-05 6.25273e-05 4.44089e-05 0.000104858 3.76342e-05
threshold=0.15915500000000002 -0.072409999999999988 -0.082109999999999975 -0.026779999999999995 0.053180000000000012 -0.11756999999999999 0.15891500000000003
decision_type=2 2 2 2 2 2 2
left_child=1 -1 6 -4 -5 -6 -3
right_child=-2 2 3 4 5 -7 -8
leaf_value=0.018816010703683838 -0.012937767578954686 0.021431361456950352 0.0099868881805545793 -0.027856945101853842 -0.027404954010777412 0.011507326220221249 -0.0038721701881602117
leaf_weight=0.0010060775442366091 0.0010308190855587056 0.0012766464482690644 0.0018661498421834333 0.0012447063758148609 0.0012129196231411951 0.0016140356651836367 0.0010893342106480242
leaf_count=369 368 520 313 909 140 375 127
internal_value=0 0.00122119 -0.000910581 -0.00517084 -0.012118 -0.00518819 0.00978122
internal_weight=0 0.00930987 0.00830379 0.00593781 0.00407166 0.00282696 0.00236598
internal_count=3121 2753 2384 1737 1424 515 647
is_linear=0
shrinkage=0.1


Tree=5337
num_leaves=8
num_cat=0
split_feature=42 157 42 43 2 4 4
split_gain=1.67705e-05 2.72973e-05 3.88369e-05 5.5346e-05 5.3106e-05 8.83518e-05 7.37644e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 0.092620000000000022 -0.075574999999999989 0.099515000000000006 0.0061450000000000003 0.033845000000000007
decision_type=2 2 2 2 2 2 2
left_child=-1 -2 3 -3 5 -5 -6
right_child=1 2 -4 4 6 -7 -8
leaf_value=-0.0091183562210273798 -0.012404835796783498 0.027087664976985233 -0.010396899369777356 -0.026332640384465256 0.030849535966752519 0.013085377423983075 -0.0041275985409783304
leaf_weight=0.0017417642524509358 0.0011905756856761566 0.0011667100921273895 0.0015085844372461068 0.0012333116560083565 0.0011886035985289784 0.0010550714653253558 0.0012236908372307634
leaf_count=862 504 438 579 351 141 110 136
internal_value=0 0.00164554 0.00391345 0.00759283 0.0027542 -0.00815875 0.0131066
internal_weight=0 0.00856655 0.00737597 0.00586739 0.00470068 0.00228838 0.00241229
internal_count=3121 2259 1755 1176 738 461 277
is_linear=0
shrinkage=0.1


Tree=5338
num_leaves=8
num_cat=0
split_feature=484 160 133 42 4 4 16
split_gain=1.75757e-05 2.99859e-05 5.20402e-05 4.65578e-05 5.68809e-05 7.14811e-05 7.46478e-05
threshold=0.084040000000000017 -1.0000000180025095e-35 -1.0000000180025095e-35 0.088060000000000013 0.24564500000000003 0.033845000000000007 -0.069144999999999984
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 6 -4
right_child=-2 2 3 -5 -6 -7 -8
leaf_value=-0.015965944527770611 0.011530940751254279 -0.019824038805335356 0.019481180073168028 0.018151221207017586 0.019954871062481706 -0.025866365264981053 -0.013324431859310296
leaf_weight=0.0012563005707738545 0.0011437777622593801 0.0010705614555590803 0.001359245944856779 0.0017137591832812335 0.0010401163268591038 0.0012745617711632201 0.0014164039958281549
leaf_count=632 368 709 255 485 161 95 416
internal_value=0 -0.00161867 0.000670254 0.00389485 -0.000904845 -0.00626173 0.0027406
internal_weight=0 0.00913095 0.00787465 0.00680409 0.00509033 0.00405021 0.00277565
internal_count=3121 2753 2121 1412 927 766 671
is_linear=0
shrinkage=0.1


Tree=5339
num_leaves=8
num_cat=0
split_feature=133 160 42 151 4 2 16
split_gain=1.82328e-05 3.8213e-05 4.10545e-05 5.84554e-05 8.34945e-05 4.65684e-05 3.42392e-05
threshold=-0.085499999999999979 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.0083949999999999979 0.076415000000000025 0.11093500000000002 -0.040964999999999994
decision_type=2 2 2 2 2 2 2
left_child=-1 -2 -3 -4 5 6 -5
right_child=1 2 3 4 -6 -7 -8
leaf_value=0.011335517350812929 -0.014032316813182028 -0.014753798026086857 -0.014786068806453265 0.0065908219645696188 0.030689373844839558 0.019430433786842952 -0.018120492801327031
leaf_weight=0.0012196209884204586 0.0019631684892310606 0.001243222665569187 0.0011629901855428381 0.0010588695500926702 0.0014008400150297192 0.00100105477194979 0.0011917870694599804
leaf_count=488 866 502 287 314 202 142 320
internal_value=0 -0.00169157 0.00174061 0.00526672 0.0102793 0.0014866 -0.00649453
internal_weight=0 0.00902193 0.00705876 0.00581554 0.00465255 0.00325171 0.00225066
internal_count=3121 2633 1767 1265 978 776 634
is_linear=0
shrinkage=0.1


Tree=5340
num_leaves=8
num_cat=0
split_feature=15 42 133 52 4 47 48
split_gain=1.90564e-05 4.40354e-05 5.0262e-05 6.48135e-05 6.10824e-05 8.45851e-05 0.000100833
threshold=0.090615000000000015 -0.091214999999999977 0.090665000000000009 0.070205000000000017 -0.04890499999999999 1.0000000180025095e-35 0.085130000000000025
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 6 -6
right_child=-2 2 -4 -5 5 -7 -8
leaf_value=0.021128632337811433 -0.011280206126897983 -0.023988681693998079 -0.021658490546912008 0.018463644535275804 0.032819925455117978 -0.015414906582861265 -0.0093637632048844746
leaf_weight=0.001016982923926441 0.0013317144075463009 0.0011457424769340564 0.0010229912642014576 0.0017889733731249295 0.0013061376213032148 0.0015977398163276139 0.0010008469154173636
leaf_count=292 555 317 394 527 589 228 219
internal_value=0 0.00154782 -0.000984898 0.0021073 -0.00368643 0.00227075 0.0145192
internal_weight=0 0.00887941 0.00786243 0.00683944 0.00505047 0.00390472 0.00230698
internal_count=3121 2566 2274 1880 1353 1036 808
is_linear=0
shrinkage=0.1


Tree=5341
num_leaves=8
num_cat=0
split_feature=11 13 15 49 47 4 52
split_gain=1.98548e-05 4.25166e-05 5.97688e-05 7.55476e-05 6.73801e-05 0.000112979 6.68123e-05
threshold=0.078340000000000007 -0.094514999999999988 0.088655000000000025 -0.054984999999999992 0.090280000000000013 -0.084369999999999987 -0.0064899999999999992
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 -3 5 -5 -7
right_child=-2 2 -4 4 -6 6 -8
leaf_value=0.014256842586554491 -0.013420620079378193 -0.02291729561030376 -0.023440680239085548 -0.011845458095863681 -0.008513045835702622 0.0097372003168466961 0.045004689840077855
leaf_weight=0.0019973771126860504 0.0010096414424132323 0.0010338511277775539 0.0011217516070409815 0.0010202696325144422 0.0018297767953855326 0.0010076198208122445 0.0011504958244229722
leaf_count=334 208 228 618 342 284 504 603
internal_value=0 0.0013552 -0.00224199 0.00169372 0.00677426 0.0155751 0.0285384
internal_weight=0 0.00916114 0.00716376 0.00604201 0.00500816 0.00317839 0.00215812
internal_count=3121 2913 2579 1961 1733 1449 1107
is_linear=0
shrinkage=0.1


Tree=5342
num_leaves=8
num_cat=0
split_feature=52 157 49 4 12 2 2
split_gain=2.02748e-05 3.21931e-05 3.82825e-05 5.98812e-05 5.25612e-05 5.05657e-05 7.94494e-05
threshold=0.15915500000000002 -0.05495499999999999 -0.081404999999999991 -0.076229999999999978 0.085885000000000017 0.11215000000000001 0.089775000000000008
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -3 4 -4 6 -5
right_child=-2 2 3 5 -6 -7 -8
leaf_value=0.017900154340847324 -0.013530772489764243 0.015931772042843666 0.026139636886851159 -0.017444431174410344 -0.0029229570991067839 -0.029122123430273768 0.0149520555539512
leaf_weight=0.0010459278957500118 0.001011300705889528 0.0011758246731082295 0.0010133753819621431 0.0018799595723256281 0.001612508637760552 0.001122321236119642 0.0012672971990963366
leaf_count=425 368 174 297 517 630 356 354
internal_value=0 0.00139305 -0.000746047 -0.00358997 0.00829282 -0.0108982 -0.00439943
internal_weight=0 0.00911721 0.00807129 0.00689546 0.00262588 0.00426958 0.00314726
internal_count=3121 2753 2328 2154 927 1227 871
is_linear=0
shrinkage=0.1


Tree=5343
num_leaves=8
num_cat=0
split_feature=16 160 52 0 16 48 3
split_gain=1.70543e-05 8.47134e-05 5.65083e-05 6.15428e-05 5.38421e-05 3.57385e-05 3.15325e-05
threshold=-0.008904999999999998 -0.071139999999999995 0.090245000000000006 -0.11756999999999999 0.38525000000000004 0.091220000000000009 -0.082974999999999979
decision_type=2 2 2 2 2 2 2
left_child=2 -2 3 5 -3 -1 -5
right_child=1 4 -4 6 -6 -7 -8
leaf_value=-0.021383162311178424 0.028156102709479321 -0.015555401770712697 -0.023167634550811878 0.025321610754124882 0.011780118645714925 0.0030452475038768288 0.0023855489562564208
leaf_weight=0.0012890613854705216 0.0011320453030367306 0.0017070529471064693 0.001172970220340696 0.0010742407081713243 0.0012468600826349373 0.0011185655338722955 0.0013560631938266793
leaf_count=216 291 505 591 546 293 96 583
internal_value=0 0.00489683 -0.00347641 0.00129778 -0.00401695 -0.0100339 0.0125237
internal_weight=0 0.00408596 0.0060109 0.00483793 0.00295391 0.00240763 0.0024303
internal_count=3121 1089 2032 1441 798 312 1129
is_linear=0
shrinkage=0.1


Tree=5344
num_leaves=8
num_cat=0
split_feature=15 13 1 15 3 2 3
split_gain=1.64359e-05 6.97649e-05 3.50194e-05 6.41028e-05 8.4766e-05 5.36956e-05 9.4874e-06
threshold=0.035560000000000008 -0.010739999999999998 1.0000000180025095e-35 -0.016799999999999995 0.097915000000000016 0.089885000000000007 -0.074479999999999977
decision_type=2 2 2 2 2 2 2
left_child=2 -2 6 4 5 -4 -1
right_child=1 -3 3 -5 -6 -7 -8
leaf_value=-0.016046490645844357 0.0080887889334434453 -0.026135440390410877 0.0010277946022440457 0.028597230319325519 -0.016930178332309778 0.02903070877251512 -0.0023082761244605922
leaf_weight=0.0010007216257203297 0.0013258360193509028 0.0010814551836646753 0.0018602588353519157 0.0010437608019480751 0.0016587930951888763 0.0010836278486105861 0.0010100186512669181
leaf_count=635 734 446 376 261 212 241 216
internal_value=0 -0.00728616 0.00218696 0.00622258 0.00114863 0.0113355 -0.00914562
internal_weight=0 0.00240729 0.00765718 0.00564644 0.00460268 0.00294389 0.00201074
internal_count=3121 1180 1941 1090 829 617 851
is_linear=0
shrinkage=0.1


Tree=5345
num_leaves=9
num_cat=0
split_feature=0 1 15 14 15 3 13 150
split_gain=5.63811e-05 6.1744e-05 7.1303e-05 6.1175e-05 9.19914e-05 6.23371e-05 6.71519e-05 5.94347e-05
threshold=0.15398500000000004 0.077565000000000009 0.088235000000000022 -1.0000000180025095e-35 -0.10653 0.083060000000000009 -0.063184999999999977 0.083095000000000016
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 -1 -3 -5 6 -6 -7
right_child=-2 3 -4 4 5 7 -8 -9
leaf_value=-0.00058861971125850638 0.00042591379089782318 -0.00040766701418146645 4.8935574291880061e-05 0.0005533652860515646 -0.00021011070200410261 -0.00058286920071221537 0.00039776142921825095 5.9867077801374705e-05
leaf_weight=0.0015133309838496149 0.0010475765033390117 0.001020742602859062 0.0012166087005258423 0.0014047424078509852 0.0011104913084636272 0.0011067554471855673 0.0018842370722556825 0.0011057984199266471
leaf_count=1190 60 158 402 250 390 137 441 93
internal_value=0 -5.14123e-05 -0.000304491 3.91038e-05 0.000108075 -1.20489e-05 0.000172353 -0.00026164
internal_weight=0 0.0103627 0.00272994 0.00763277 0.00661202 0.00520728 0.00299473 0.00221255
internal_count=3121 3061 1592 1469 1311 1061 831 230
is_linear=0
shrinkage=0.00196078


Tree=5346
num_leaves=8
num_cat=0
split_feature=11 13 39 15 16 16 52
split_gain=1.9671e-05 3.54741e-05 5.64378e-05 4.49588e-05 6.1641e-05 5.02861e-05 5.8197e-05
threshold=0.078340000000000007 -0.094514999999999988 0.0046100000000000004 0.088655000000000025 -0.18708499999999997 0.033715000000000009 -0.0064899999999999992
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 6 -6
right_child=-2 2 -4 -5 5 -7 -8
leaf_value=0.013219874121688294 -0.013333985053003093 -0.022402316595764415 0.019719160956726559 -0.024645809860857446 -0.00447342703966819 -0.011799812210459826 0.025690704514469632
leaf_weight=0.0019826687420211146 0.001007024974867138 0.0011170454521751386 0.001029946720232015 0.0010289999414063973 0.0011501991314590064 0.0013002083070240782 0.0014408702726454281
leaf_count=334 208 145 309 600 398 398 729
internal_value=0 0.00139943 -0.0019167 -0.0056077 -0.00169617 0.00424781 0.0123006
internal_weight=0 0.00904994 0.00706727 0.00603732 0.00500832 0.00389128 0.00259107
internal_count=3121 2913 2579 2270 1670 1525 1127
is_linear=0
shrinkage=0.1


Tree=5347
num_leaves=8
num_cat=0
split_feature=0 1 15 4 47 48 47
split_gain=1.67999e-05 4.35211e-05 6.7057e-05 3.84066e-05 4.99572e-05 6.45898e-05 3.50987e-05
threshold=0.13134000000000004 0.077565000000000009 0.088235000000000022 -0.04890499999999999 0.087235000000000021 0.085130000000000025 0.11069000000000002
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 -3 5 -5 -6
right_child=-2 3 -4 4 6 -7 -8
leaf_value=-0.031752867771819807 0.010922956513098145 -0.011976112418113985 0.0037810410370184445 0.025758185665470501 -0.017674588766977362 -0.0041760057658284475 0.0079251284141595678
leaf_weight=0.0010666208111228762 0.0012212460365083515 0.0014583515754927829 0.0010577266262337568 0.001924367878590281 0.0011111458173452226 0.0011525376734561645 0.0010339342216752984
leaf_count=1178 84 545 397 482 140 171 124
internal_value=0 -0.0015928 -0.0140603 0.00237186 0.00637885 0.0145455 -0.00533546
internal_weight=0 0.00880468 0.00212435 0.00668034 0.00522199 0.00307691 0.00214508
internal_count=3121 3037 1575 1462 917 653 264
is_linear=0
shrinkage=0.1


Tree=5348
num_leaves=7
num_cat=0
split_feature=11 0 0 42 49 15
split_gain=1.65339e-05 3.41659e-05 4.38673e-05 0.000105027 4.09026e-05 9.64252e-05
threshold=0.076920000000000002 -0.019414999999999998 -0.10011499999999998 0.083995000000000014 -0.006494999999999999 -0.10469999999999999
decision_type=2 2 2 2 2 2
left_child=1 2 4 -4 -1 -6
right_child=-2 -3 3 -5 5 -7
leaf_value=-0.0075423139411228239 -0.011766709898904123 0.013010086442220875 -0.031971782457790573 0.0067880910578470904 -0.0053656323185871813 0.034142374740494613
leaf_weight=0.0016653859513091388 0.0010768420501827318 0.0019608864203980473 0.0013300911611798033 0.0014736254828948943 0.0013506607707421173 0.0011384695630591597
leaf_count=212 226 261 939 1145 198 140
internal_value=0 0.00135115 -0.00193443 -0.0115997 0.00458827 0.0127044
internal_weight=0 0.00891912 0.00695823 0.00280372 0.00415452 0.00248913
internal_count=3121 2895 2634 2084 550 338
is_linear=0
shrinkage=0.1


Tree=5349
num_leaves=8
num_cat=0
split_feature=150 49 42 15 12 4 13
split_gain=1.80724e-05 3.22728e-05 6.12179e-05 3.73555e-05 9.00266e-05 8.40212e-05 7.95538e-05
threshold=0.081835000000000019 -0.006494999999999999 0.091545000000000015 -0.037864999999999989 0.051320000000000005 0.24564500000000003 -0.095304999999999987
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 5 -5 -3 -6
right_child=-2 2 -4 4 6 -7 -8
leaf_value=-0.017966722211539252 0.009168560115694703 -0.024825399533061853 -0.020348744275823685 0.035648014137475557 0.019946703651491107 0.012221979038600032 -0.01643066272963941
leaf_weight=0.0010994911277477518 0.0017507547073886834 0.0011343905535730378 0.0011810735367796263 0.0010543539513538144 0.0011316993441082401 0.0013297963880575141 0.0012823930451046537
leaf_count=246 420 562 591 161 84 208 849
internal_value=0 -0.00202209 0.000442302 0.0045814 0.0112698 -0.00483281 0.000622637
internal_weight=0 0.0082132 0.00711371 0.00593263 0.00346845 0.00246419 0.00241409
internal_count=3121 2701 2455 1864 1094 770 933
is_linear=0
shrinkage=0.1


Tree=5350
num_leaves=7
num_cat=0
split_feature=48 1 4 0 42 4
split_gain=1.77389e-05 5.87599e-05 4.91099e-05 7.03288e-05 3.54617e-05 4.27973e-05
threshold=0.092475000000000016 0.111945 -1.0000000180025095e-35 -0.10224499999999999 0.086325000000000013 -0.084369999999999987
decision_type=2 2 2 2 2 2
left_child=1 2 4 -4 5 -1
right_child=-2 -3 3 -5 -6 -7
leaf_value=-0.0060260941788180143 0.008415577108614793 0.014114564036760016 -0.03465978277720537 0.00062153485797725432 -0.015631677306346452 0.018360597548883969
leaf_weight=0.0014842787937719188 0.0019814011277560868 0.0017341128001338475 0.0012263247700344121 0.0010476843737618124 0.001055008172200461 0.001396900053784051
leaf_count=466 365 374 204 340 690 682
internal_value=0 -0.00216064 -0.00670526 -0.0184049 5.38513e-05 0.00579746
internal_weight=0 0.00794431 0.0062102 0.00227401 0.00393619 0.00288118
internal_count=3121 2756 2382 544 1838 1148
is_linear=0
shrinkage=0.1


Tree=5351
num_leaves=8
num_cat=0
split_feature=457 160 1 403 15 12 3
split_gain=1.66471e-05 3.80715e-05 4.5022e-05 5.59972e-05 0.000100811 5.77507e-05 3.93699e-05
threshold=0.045365000000000009 0.041220000000000007 0.12811000000000003 0.03138500000000001 1.0000000180025095e-35 0.090840000000000018 0.088060000000000013
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 -1
right_child=-2 -3 -4 -5 -6 -7 -8
leaf_value=0.019711926196791626 0.010453427896624852 -0.019390671008043165 0.019677919780194793 0.018152570440517914 -0.033464673262022869 -0.014316761173222003 -0.0054029654224081632
leaf_weight=0.001564729379532297 0.0013101232840523882 0.0010601234059508047 0.0010867438067201675 0.0011060522180715293 0.0011051103023040337 0.0016284061572500686 0.0010383731236238702
leaf_count=578 289 355 223 300 857 404 115
internal_value=0 -0.00164806 0.000850056 -0.00232581 -0.0065701 0.000453747 0.00969364
internal_weight=0 0.00858954 0.00752941 0.00644267 0.00533662 0.00423151 0.0026031
internal_count=3121 2832 2477 2254 1954 1097 693
is_linear=0
shrinkage=0.1


Tree=5352
num_leaves=7
num_cat=0
split_feature=51 457 1 4 15 52
split_gain=1.72545e-05 3.82594e-05 4.20387e-05 5.93182e-05 4.45315e-05 3.33928e-05
threshold=-0.076794999999999988 0.080930000000000016 0.10937500000000001 -0.076229999999999978 -0.09551999999999998 0.090245000000000006
decision_type=2 2 2 2 2 2
left_child=-1 2 3 5 -5 -2
right_child=1 -3 -4 4 -6 -7
leaf_value=-0.0094282638175494805 0.015674511521175116 0.020034723770101768 0.012200325479076124 -0.003223505475913946 -0.02935869571613613 -0.006390884355171246
leaf_weight=0.0016344680201403365 0.0014207722541940211 0.0010114906816068954 0.0018645914200837964 0.0013302066465662281 0.0012786250345613046 0.0013259094455199869
leaf_count=537 686 212 410 285 771 220
internal_value=0 0.00182019 -0.000731553 -0.00523395 -0.0160327 0.00502285
internal_weight=0 0.0082316 0.0072201 0.00535551 0.00260883 0.00274668
internal_count=3121 2584 2372 1962 1056 906
is_linear=0
shrinkage=0.1


Tree=5353
num_leaves=8
num_cat=0
split_feature=50 3 47 0 49 4 4
split_gain=1.56267e-05 3.59582e-05 5.10876e-05 4.38584e-05 7.38336e-05 4.86131e-05 2.69584e-05
threshold=0.07826000000000001 -0.10519499999999998 0.077555000000000013 -0.10011499999999998 -0.006494999999999999 -0.082109999999999975 -0.07712999999999999
decision_type=2 2 2 2 2 2 2
left_child=1 6 3 4 -3 -5 -1
right_child=-2 2 -4 5 -6 -7 -8
leaf_value=0.0015912180726075156 -0.011261598725365713 -0.0024049360365910252 -0.016111298688293429 0.0075825730663915906 0.03253554899083802 -0.021562719041487349 0.024320091977492402
leaf_weight=0.0010558156369638791 0.0011020121146419525 0.0014129577116951059 0.0018934661681256296 0.0011711120260570749 0.0010573467158301875 0.0011192233818862441 0.0010318233844669499
leaf_count=183 612 190 297 397 197 1081 164
internal_value=0 0.00137475 -0.00221763 0.00330834 0.0125504 -0.00665992 0.012825
internal_weight=0 0.00874175 0.00665411 0.00476064 0.0024703 0.00229034 0.00208764
internal_count=3121 2509 2162 1865 387 1478 347
is_linear=0
shrinkage=0.1


Tree=5354
num_leaves=8
num_cat=0
split_feature=11 3 3 13 1 2 4
split_gain=1.82738e-05 3.10927e-05 4.97027e-05 5.3411e-05 5.53566e-05 3.34833e-05 4.2349e-05
threshold=0.076920000000000002 -0.10519499999999998 -0.078934999999999991 -0.010384999999999998 1.0000000180025095e-35 0.11215000000000001 0.0061450000000000003
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -3 4 -4 6 -5
right_child=-2 2 3 5 -6 -7 -8
leaf_value=0.01599282308786084 -0.012426026356981614 -0.018921726457575748 -0.0015577021520956041 -0.013057665354224403 0.028035340796584207 -0.019313838205880087 0.012877852070131627
leaf_weight=0.00126141592984524 0.0010613979927245271 0.0012798930022769935 0.0012106549642859296 0.0011316155260915359 0.001322730162510949 0.0011288096096372675 0.0014191226779889843
leaf_count=195 226 1329 347 257 486 157 124
internal_value=0 0.00146792 -0.000977346 0.00271928 0.0138934 -0.00497416 0.00137176
internal_weight=0 0.00875424 0.00749283 0.00621293 0.00253339 0.00367955 0.00255074
internal_count=3121 2895 2700 1371 833 538 381
is_linear=0
shrinkage=0.1


Tree=5355
num_leaves=8
num_cat=0
split_feature=14 15 52 13 13 3 42
split_gain=5.3206e-05 0.000104317 5.83686e-05 8.75851e-05 7.70909e-05 6.31198e-05 8.40437e-05
threshold=-1.0000000180025095e-35 -0.10653 0.11434500000000002 -0.095304999999999987 -0.033284999999999988 0.048265000000000009 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2
left_child=-1 -2 3 -3 -5 6 -6
right_child=1 2 -4 4 5 -7 -8
leaf_value=-0.00043991032417377545 0.0004938544910506491 0.00040202998352716768 -0.00046285199864473854 -0.00057361158916362817 -0.00025293611195749611 -0.00028000823029676646 0.00042771536027254461
leaf_weight=0.0010290732673800306 0.0015662763792249077 0.0016846294295387856 0.0011713204336512564 0.0010978284696252054 0.0011018103678615632 0.0018831283352652439 0.0019004520463943341
leaf_count=161 388 200 377 945 621 163 266
internal_value=0 2.74647e-05 -5.51783e-05 7.09689e-06 -0.0001041 1.40694e-06 0.000177921
internal_weight=0 0.0104054 0.00883917 0.00766785 0.00598322 0.00488539 0.00300226
internal_count=3121 2960 2572 2195 1995 1050 887
is_linear=0
shrinkage=0.00196078


Tree=5356
num_leaves=8
num_cat=0
split_feature=51 457 3 1 2 43 47
split_gain=1.56322e-05 3.41413e-05 3.70644e-05 4.104e-05 6.56503e-05 4.37201e-05 3.13685e-05
threshold=-0.076794999999999988 0.080930000000000016 -0.14477499999999996 0.10557500000000002 0.10097500000000002 -0.0030899999999999994 0.088195000000000009
decision_type=2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 -4 -5
right_child=1 -3 3 6 -6 -7 -8
leaf_value=-0.0089924265625240633 -0.017635248380151857 0.018995433846542453 0.018645625556392081 0.026593786415985216 -0.025583390272380199 -0.0057512075771660991 0.0015978568283154114
leaf_weight=0.001628099697119397 0.0010930305867259855 0.0010054219379640869 0.0012114816306490462 0.0010018230125477916 0.001005070706306252 0.0018657985891630325 0.001006423796086767
leaf_count=537 195 212 1037 296 264 469 111
internal_value=0 0.00173623 -0.000679372 0.00236356 -0.00339385 0.00385348 0.0140672
internal_weight=0 0.00818905 0.00718363 0.0060906 0.00408235 0.00307728 0.00200825
internal_count=3121 2584 2372 2177 1770 1506 407
is_linear=0
shrinkage=0.1


Tree=5357
num_leaves=8
num_cat=0
split_feature=0 1 49 48 3 42 16
split_gain=1.6719e-05 3.69296e-05 4.1919e-05 5.07224e-05 3.62754e-05 2.98109e-05 2.98025e-05
threshold=-0.060129999999999996 0.085110000000000005 -0.047584999999999995 0.086260000000000017 0.076840000000000006 0.075730000000000006 -0.078844999999999985
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -3 6 5 -2 -4
right_child=4 2 3 -5 -6 -7 -8
leaf_value=-0.015335559403300919 0.025378015171797327 0.017338738685238948 0.016591758980218814 -0.021249011439359099 -0.0087577099993501831 0.0015927330363483616 -0.0057372410732229274
leaf_weight=0.0017578538866789041 0.0010617192212555818 0.0012520715037138506 0.0010848397415052506 0.0011469592133253278 0.001110781070695946 0.0010461459226996626 0.001331261326773598
leaf_count=1544 238 200 292 130 125 210 382
internal_value=0 -0.00292994 0.00159896 -0.00393205 0.00586665 0.0135732 0.00428858
internal_weight=0 0.00657299 0.00481513 0.00356306 0.00321865 0.00210787 0.0024161
internal_count=3121 2548 1004 804 573 448 674
is_linear=0
shrinkage=0.1


Tree=5358
num_leaves=7
num_cat=0
split_feature=13 3 48 4 43 43
split_gain=1.7012e-05 2.98986e-05 4.67485e-05 5.44058e-05 5.9724e-05 5.40198e-05
threshold=-0.23438999999999996 0.10893000000000001 0.092475000000000016 0.053180000000000012 -0.00067499999999999993 -0.0030899999999999994
decision_type=2 2 2 2 2 2
left_child=-1 2 3 5 -5 -2
right_child=1 -3 -4 4 -6 -7
leaf_value=0.011048287940007534 0.0017203231789763877 -0.01584517841685219 0.020139682258943928 -0.0064483946413478183 0.025055001754859769 -0.022073134619107065
leaf_weight=0.0012131120196019534 0.0019548838352263231 0.0012577522834873386 0.0010717162020270682 0.0012036114005352433 0.001203486926689268 0.0018640624191459928
leaf_count=169 1410 111 281 333 166 651
internal_value=0 -0.00160551 0.000848666 -0.00247198 0.00930249 -0.00989348
internal_weight=0 0.00855551 0.00729776 0.00622604 0.0024071 0.00381895
internal_count=3121 2952 2841 2560 499 2061
is_linear=0
shrinkage=0.1


Tree=5359
num_leaves=9
num_cat=0
split_feature=14 15 52 13 13 1 2 16
split_gain=4.08985e-05 0.000104067 5.70759e-05 9.64713e-05 9.24443e-05 5.31234e-05 4.01606e-05 4.43652e-05
threshold=-1.0000000180025095e-35 -0.10653 0.11434500000000002 -0.095304999999999987 -0.033284999999999988 0.10587000000000001 0.092120000000000021 -0.059624999999999991
decision_type=2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 -5 6 7 -6
right_child=1 2 -4 4 5 -7 -8 -9
leaf_value=-0.0003831711169100131 0.00049337391149328414 0.0004219010518730443 -0.0004618985124417638 -0.00062575585053761742 -0.00031935644603548461 -0.00034064698835211213 0.00039490196130453746 0.00023732483742640022
leaf_weight=0.0010172296204949772 0.0015718979158348767 0.001677979235895276 0.0011491366234853209 0.0010926189381567563 0.0010760428350786249 0.0012553643346107685 0.001349898306673738 0.0011267767952147173
leaf_count=161 388 200 377 945 403 162 306 179
internal_value=0 2.89513e-05 -5.46922e-05 7.05147e-06 -0.000110919 6.07567e-06 0.000128591 -3.46052e-05
internal_weight=0 0.0102997 0.00872782 0.00757868 0.0059007 0.00480808 0.00355272 0.00220282
internal_count=3121 2960 2572 2195 1995 1050 888 582
is_linear=0
shrinkage=0.00196078


Tree=5360
num_leaves=9
num_cat=0
split_feature=0 1 15 4 47 48 16 4
split_gain=5.55117e-05 5.04024e-05 5.15659e-05 4.69852e-05 4.82916e-05 9.02971e-05 4.06114e-05 2.47174e-05
threshold=0.15398500000000004 0.077565000000000009 0.088235000000000022 -0.04890499999999999 0.087235000000000021 0.086035000000000014 -0.079504999999999978 0.24564500000000003
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 -1 -3 5 6 -5 -6
right_child=-2 3 -4 4 7 -7 -8 -9
leaf_value=-0.00052450219936271323 0.00042384745450422336 -0.00026473532123761744 2.5730698375816977e-05 0.00076714591860927697 -0.00027903402234294807 -0.00020428054239564119 0.00024852648115721894 0.0001246746433641805
leaf_weight=0.0015021706304895555 0.0010341643421577012 0.0016296426147905116 0.0011608893430582596 0.0010346927504078201 0.001341241202330781 0.0010995134765260321 0.0013224876204421196 0.0010315033958544994
leaf_count=1190 60 550 402 262 199 153 240 65
internal_value=0 -5.30787e-05 -0.000284643 2.95949e-05 0.000111876 0.000259735 0.000476176 -0.00010353
internal_weight=0 0.0101221 0.00266306 0.00745908 0.00582944 0.00345669 0.00235718 0.00237274
internal_count=3121 3061 1592 1469 919 655 502 264
is_linear=0
shrinkage=0.00196078


Tree=5361
num_leaves=9
num_cat=0
split_feature=0 1 15 15 3 2 0 3
split_gain=3.70143e-05 5.9696e-05 7.24019e-05 5.40801e-05 7.10145e-05 7.19032e-05 5.23144e-05 2.30717e-05
threshold=0.15398500000000004 0.077565000000000009 0.088235000000000022 0.035560000000000008 -0.10519499999999998 0.098035000000000011 -0.20211999999999997 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 -1 4 -3 7 -7 -6
right_child=-2 3 -4 -5 5 6 -8 -9
leaf_value=-0.00058320128717537028 0.00034733737149274778 0.00053954693721354474 6.6528603153069682e-05 -0.00033826260821501663 -0.0003644642388726949 -1.628232062383905e-05 0.00061202266584672307 -1.8562759753010497e-05
leaf_weight=0.0014915907875432536 0.0010194185612649497 0.0012354676071499402 0.0011818623214199877 0.0011858960875352773 0.0013851275499995495 0.0010166598651759617 0.0010213312743594031 0.0015951442837093893
leaf_count=1190 60 214 402 400 329 75 287 164
internal_value=0 -4.46686e-05 -0.000295973 4.56384e-05 0.000118438 1.4763e-05 0.00029859 -0.000179326
internal_weight=0 0.0101131 0.00267345 0.00743963 0.00625373 0.00501826 0.00203799 0.00298027
internal_count=3121 3061 1592 1469 1069 855 362 493
is_linear=0
shrinkage=0.00196078


Tree=5362
num_leaves=8
num_cat=0
split_feature=42 43 42 13 2 2 1
split_gain=1.73739e-05 3.24675e-05 4.7259e-05 4.35612e-05 3.165e-05 4.90243e-05 9.5375e-05
threshold=-1.0000000180025095e-35 -0.074359999999999996 0.082250000000000004 -0.063184999999999977 0.086285000000000014 0.10005000000000001 0.11061500000000002
decision_type=2 2 2 2 2 2 2
left_child=-1 3 4 -2 -3 -6 -7
right_child=1 2 -4 -5 5 6 -8
leaf_value=-0.0094604799055468206 -0.00098993278771491804 0.017416163467543808 -0.020291634911822828 0.027155968929290331 -0.019543369742921316 0.022214310951402583 -0.016146511127497092
leaf_weight=0.0016353960343603565 0.0011742545999132653 0.0010792600392350383 0.0011423800593761031 0.0010341626987844955 0.0011196688207030792 0.0014818500031922033 0.0011519667440291412
leaf_count=862 719 158 726 184 124 178 170
internal_value=0 0.00182965 -0.00199967 0.0121903 0.00232425 -0.00201521 0.00543623
internal_weight=0 0.00818354 0.00597513 0.00220842 0.00483275 0.00375349 0.00263382
internal_count=3121 2259 1356 903 630 472 348
is_linear=0
shrinkage=0.1


Tree=5363
num_leaves=9
num_cat=0
split_feature=0 16 16 160 43 51 2 2
split_gain=3.38854e-05 6.95338e-05 4.45974e-05 7.81201e-05 5.52563e-05 6.34523e-05 5.66744e-05 8.03752e-05
threshold=0.15398500000000004 0.31475000000000003 0.0065250000000000004 -0.076689999999999994 -0.08756499999999999 0.081440000000000026 0.10672500000000001 0.088225000000000012
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -5 6 7 -6
right_child=-2 -3 -4 4 5 -7 -8 -9
leaf_value=-0.00054926064058235971 0.00033199714912217023 -0.00051900847588620268 0.0002899755361048197 -0.00035670899180372082 -0.00015586664196029365 0.00050872361985977493 -0.00040388164012799963 0.00052491711074858778
leaf_weight=0.0010443160844343172 0.0010414495529806429 0.0010421354107728363 0.0018214075157468902 0.0011458122661918138 0.0015279368366702018 0.0012225246956830069 0.0010052951735887486 0.0011829643284067186
leaf_count=569 60 313 443 307 697 228 205 299
internal_value=0 -3.96628e-05 1.61505e-05 -5.38113e-05 3.12249e-05 0.000121228 -6.24736e-06 0.000141209
internal_weight=0 0.00999239 0.00895026 0.00712885 0.00608453 0.00493872 0.0037162 0.0027109
internal_count=3121 3061 2748 2305 1736 1429 1201 996
is_linear=0
shrinkage=0.00196078


Tree=5364
num_leaves=8
num_cat=0
split_feature=11 48 0 2 42 0 16
split_gain=1.5739e-05 3.1003e-05 0.00010124 4.98503e-05 4.64015e-05 4.86516e-05 5.75183e-05
threshold=0.076920000000000002 0.016865000000000002 -0.20211999999999997 0.11293500000000002 -0.088669999999999985 -0.10224499999999999 0.16703000000000004
decision_type=2 2 2 2 2 2 2
left_child=1 3 -3 4 -1 -6 -7
right_child=-2 2 -4 -5 5 6 -8
leaf_value=0.01202769357795842 -0.011591043286680038 -0.0085347422515387027 0.031780149778767905 0.017618933953928561 -0.027577290057424222 0.0064721450317965423 -0.023063753293122328
leaf_weight=0.0010839862013978753 0.0010544153369969134 0.0013012100495735091 0.0011949274337410736 0.0010363117479065534 0.001262703795126162 0.0018539728696215245 0.0010232272265118774
leaf_count=297 226 82 478 335 205 1303 195
internal_value=0 0.00134118 0.0107644 -0.00241616 -0.00639071 -0.0112134 -0.00403179
internal_weight=0 0.00875634 0.00249614 0.0062602 0.00522389 0.0041399 0.0028772
internal_count=3121 2895 560 2335 2000 1703 1498
is_linear=0
shrinkage=0.1


Tree=5365
num_leaves=7
num_cat=0
split_feature=42 157 43 42 2 4
split_gain=1.71927e-05 3.11108e-05 3.53077e-05 5.59114e-05 2.63204e-05 8.91519e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.074359999999999996 0.082250000000000004 0.099515000000000006 0.033845000000000007
decision_type=2 2 2 2 2 2
left_child=-1 -2 -3 4 -4 -6
right_child=1 2 3 -5 5 -7
leaf_value=-0.0094015164789064756 -0.013707199574776292 0.015756200481560768 -0.003789961242631458 -0.02016752615616953 0.032830970867574631 -0.0070494712282676807
leaf_weight=0.0016350341940734115 0.0011119797875321896 0.0019441309479158739 0.0017539124614256397 0.0010896249698672446 0.0011029662583089683 0.0011398194089642655
leaf_count=862 504 624 191 674 136 130
internal_value=0 0.00183533 0.00429363 -8.76805e-05 0.00538671 0.0125631
internal_weight=0 0.00814243 0.00703045 0.00508632 0.0039967 0.00224279
internal_count=3121 2259 1755 1131 457 266
is_linear=0
shrinkage=0.1


Tree=5366
num_leaves=9
num_cat=0
split_feature=48 48 51 2 2 4 13 0
split_gain=5.40791e-05 9.57269e-05 5.51286e-05 5.48577e-05 6.38714e-05 6.99437e-05 6.59018e-05 4.41159e-05
threshold=0.11951500000000001 0.092475000000000016 0.084305000000000019 0.11293500000000002 0.10097500000000002 0.15285000000000001 -0.033284999999999988 -0.077809999999999976
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 -1 -8
right_child=-2 -3 -4 -5 -6 -7 7 -9
leaf_value=-0.00039597931835980382 -0.00044307282518058605 0.00055199027469913316 -0.00043597427496722623 0.00041319022921293576 -0.00046298740655697975 0.0004785981935923391 -0.0001459529785999549 0.0003568895490574243
leaf_weight=0.0015333620277684264 0.0010002293913567899 0.0012110591352653697 0.0011513404446252349 0.0011793707021984 0.0011623595093328571 0.0011249530042547751 0.0013000520208339558 0.0013858778916818217
leaf_count=962 114 251 335 338 255 165 519 182
internal_value=0 3.50071e-05 -3.58399e-05 2.40993e-05 -4.64264e-05 4.41746e-05 -7.1652e-05 0.000113502
internal_weight=0 0.0100484 0.00883732 0.00768598 0.0065066 0.00534424 0.00421929 0.00268593
internal_count=3121 3007 2756 2421 2083 1828 1663 701
is_linear=0
shrinkage=0.00196078


Tree=5367
num_leaves=9
num_cat=0
split_feature=43 40 3 52 133 2 1 4
split_gain=3.75452e-05 9.11395e-05 4.56683e-05 6.9798e-05 6.12441e-05 7.8871e-05 9.93007e-05 6.71629e-05
threshold=0.16180500000000003 -0.013874999999999998 0.12745000000000004 0.11125500000000001 1.0000000180025095e-35 0.088475000000000012 0.086560000000000012 0.053180000000000012
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 7 -7 -3
right_child=-2 2 -4 -5 -6 6 -8 -9
leaf_value=0.00057459695589480312 -0.00036914295597622937 -0.00036341405207879446 -0.00041665241985717105 -0.00044206247383667499 -0.00031369475939765928 0.00087473244361142139 0.00011505968350610311 0.00025198410282991138
leaf_weight=0.0010523848132144428 0.0010023572082617097 0.0013768677287664714 0.0010647012641416525 0.001097336551440997 0.001181260399925773 0.0010825321613804721 0.001701098304607046 0.0013507085432648391
leaf_count=309 218 632 160 407 786 249 262 98
internal_value=0 2.90786e-05 -3.5758e-05 1.63023e-05 9.14584e-05 0.000178298 0.00041049 -5.8666e-05
internal_weight=0 0.00990689 0.0088545 0.0077898 0.00669247 0.00551121 0.00278363 0.00272758
internal_count=3121 2903 2594 2434 2027 1241 511 730
is_linear=0
shrinkage=0.00196078


Tree=5368
num_leaves=8
num_cat=0
split_feature=4 16 2 2 52 0 52
split_gain=1.51922e-05 2.89181e-05 3.64867e-05 5.20329e-05 5.91799e-05 4.90708e-05 7.60042e-05
threshold=0.27287000000000006 -0.36241499999999999 0.11093500000000002 0.095195000000000016 -0.088204999999999992 -0.10607499999999999 0.088785000000000017
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 -6 -7
right_child=-2 2 -4 -5 5 6 -8
leaf_value=-0.017325689537211291 0.009343359143719282 -0.018659765098113727 0.015258691247521142 -0.020403938075574075 0.024001922106704401 -0.016659370010702231 0.020125698997962127
leaf_weight=0.0010371755552138501 0.0014641641886926357 0.0010556142111615282 0.0013652327951957366 0.0013170996733069444 0.0012765065784789966 0.0012774906863450911 0.001002439010712705
leaf_count=139 352 359 345 419 121 979 407
internal_value=0 -0.00170178 0.000519762 -0.00287399 0.00213217 0.0083036 -0.000485719
internal_weight=0 0.00833156 0.00729438 0.00592915 0.00461205 0.00355644 0.00227993
internal_count=3121 2769 2630 2285 1866 1507 1386
is_linear=0
shrinkage=0.1


Tree=5369
num_leaves=10
num_cat=0
split_feature=48 48 51 0 12 4 13 1 16
split_gain=5.25574e-05 9.28234e-05 0.000101431 8.33461e-05 6.60541e-05 6.14198e-05 8.91634e-05 5.66195e-05 4.27366e-05
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decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 7 6 -6 8 -5
right_child=-2 -3 -4 4 5 -7 -8 -9 -10
leaf_value=0.0005588863806249482 -0.00042764156441840674 0.00054547996850054037 -0.00061587637643600586 -0.00010207826545179358 -0.00040445153587074167 0.00051209292520873202 0.00039503675525785553 7.5203138485433805e-05 -0.00064081115654676419
leaf_weight=0.0010502235758191054 0.0010225552538020008 0.0012249050097027569 0.0010086100796062149 0.0010119560582718876 0.0011549160021285449 0.0012573015170937972 0.0010012986411587353 0.0016202407913165707 0.0012850010179969618
leaf_count=120 114 245 323 378 449 137 355 334 666
internal_value=0 3.78108e-05 -2.84168e-05 4.22815e-05 -3.17291e-05 0.000167656 -3.31868e-05 -0.000205477 -0.000403465
internal_weight=0 0.0106145 0.00938955 0.00838094 0.00733071 0.00341352 0.00215621 0.0039172 0.00229696
internal_count=3121 3007 2762 2439 2319 941 804 1378 1044
is_linear=0
shrinkage=0.00196078


Tree=5370
num_leaves=7
num_cat=0
split_feature=52 0 4 1 1 2
split_gain=1.60479e-05 3.8516e-05 4.38681e-05 4.31782e-05 5.95858e-05 0.00011106
threshold=0.11434500000000002 -0.062294999999999996 -0.35136499999999998 1.0000000180025095e-35 0.11181500000000001 0.089775000000000008
decision_type=2 2 2 2 2 2
left_child=1 3 -3 -1 5 -5
right_child=-2 2 -4 4 -6 -7
leaf_value=-0.019952246491095831 -0.0096263097578525181 -0.0014963699090334095 0.024506701901924364 -0.007028629695171193 -0.014613825641686722 0.031746751710542608
leaf_weight=0.0011814668809281802 0.0014841988592705418 0.0012723334951535575 0.0013238183605709152 0.0017164396838729003 0.0015224682775141479 0.0012966850568682797
leaf_count=1214 501 199 298 488 242 179
internal_value=0 0.00166216 0.011763 -0.0029247 0.00151077 0.00965819
internal_weight=0 0.00831321 0.00259615 0.00571706 0.00453559 0.00301312
internal_count=3121 2620 497 2123 909 667
is_linear=0
shrinkage=0.1


Tree=5371
num_leaves=9
num_cat=0
split_feature=4 0 0 42 49 0 12 16
split_gain=3.03707e-05 6.70213e-05 4.74673e-05 6.32593e-05 9.59098e-05 9.38712e-05 4.99852e-05 7.86954e-05
threshold=-0.49013999999999996 1.0000000180025095e-35 -0.053834999999999994 0.091295000000000015 -0.00064499999999999985 -0.22491999999999998 0.088105000000000003 -0.074319999999999983
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 -2 7 -6
right_child=1 -3 -4 -5 6 -7 -8 -9
leaf_value=-0.0003265934639404739 3.3838802029847555e-05 0.00047374135787218557 -0.00041161051654286 0.00040475093721314563 -0.00040720028314666164 -0.00078884883428114816 0.00040676797802513326 0.00026742228790257674
leaf_weight=0.0010156598635422164 0.0010214639034457074 0.0011533114611682821 0.0010917734310096801 0.0013846291534824993 0.0012336733896537021 0.0011156424599595063 0.0014663684589041968 0.0014416753220580683
leaf_count=169 73 173 186 567 508 418 657 370
internal_value=0 2.94255e-05 -2.91035e-05 2.53903e-05 -5.82677e-05 -0.000395632 0.000115811 -4.36639e-05
internal_weight=0 0.00990854 0.00875523 0.00766345 0.00627882 0.00213711 0.00414172 0.00267535
internal_count=3121 2952 2779 2593 2026 491 1535 878
is_linear=0
shrinkage=0.00196078


Tree=5372
num_leaves=8
num_cat=0
split_feature=16 15 15 16 48 15 43
split_gain=1.63003e-05 5.06663e-05 8.26155e-05 4.91381e-05 3.9963e-05 4.47597e-05 5.08944e-05
threshold=-0.48836499999999994 -0.11713499999999999 -0.095244999999999982 -0.088394999999999987 0.086665000000000006 -1.0000000180025095e-35 -0.0030899999999999994
decision_type=2 2 2 2 2 2 2
left_child=-1 -2 -3 -4 5 -5 -7
right_child=1 2 3 4 -6 6 -8
leaf_value=0.0094735665534079003 -0.022138235354933262 0.024672079234610116 -0.022411694057708903 -0.022084157151994264 0.018463098408492289 0.015238674962875657 -0.011683718191994562
leaf_weight=0.0015201383471464486 0.0010662243107067678 0.0012427543459802969 0.0011332159904086075 0.0010028403673485497 0.0010057407271192769 0.0014859624832838018 0.0013312192948252573
leaf_count=274 345 149 409 605 239 666 434
internal_value=0 -0.00179338 0.0012187 -0.00367254 0.000727909 -0.00394144 0.00251688
internal_weight=0 0.00826796 0.00720173 0.00595898 0.00482576 0.00382002 0.00281718
internal_count=3121 2847 2502 2353 1944 1705 1100
is_linear=0
shrinkage=0.1


Tree=5373
num_leaves=9
num_cat=0
split_feature=4 0 0 42 49 15 12 16
split_gain=4.31366e-05 7.59408e-05 4.2907e-05 6.37272e-05 0.000108192 8.61797e-05 3.32319e-05 6.41107e-05
threshold=-0.49405499999999997 1.0000000180025095e-35 -0.053834999999999994 0.091295000000000015 -0.00064499999999999985 -0.074054999999999996 0.088105000000000003 -0.074319999999999983
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 -2 7 -6
right_child=1 -3 -4 -5 6 -7 -8 -9
leaf_value=-0.00038916180170815316 -3.7048325655756811e-05 0.00050665941181134058 -0.00039124049670300403 0.00040391144512777314 -0.00032908712407005814 -0.00082798356177676336 0.00036793240663375511 0.0002791332571310243
leaf_weight=0.0010146624844448839 0.0010946924084378059 0.0011601126512228365 0.0010900506120725484 0.0013922387347445027 0.0012422442659534121 0.0010260967538661262 0.0014227684175268846 0.0014371177084518487
leaf_count=156 196 186 186 567 508 295 657 370
internal_value=0 3.54096e-05 -2.73922e-05 2.46898e-05 -6.01525e-05 -0.000419725 0.000125745 -2.85861e-06
internal_weight=0 0.00986532 0.00870521 0.00761516 0.00622292 0.00212079 0.00410213 0.00267936
internal_count=3121 2965 2779 2593 2026 491 1535 878
is_linear=0
shrinkage=0.00196078


Tree=5374
num_leaves=8
num_cat=0
split_feature=51 150 49 160 42 47 15
split_gain=1.69859e-05 3.25851e-05 6.11522e-05 5.86872e-05 4.34323e-05 4.25163e-05 7.88535e-05
threshold=0.086685000000000012 0.081835000000000019 -0.00064499999999999985 -0.027994999999999996 0.091545000000000015 0.09550500000000002 0.013270000000000002
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 -4 5 6 -5
right_child=-2 -3 3 4 -6 -7 -8
leaf_value=-0.023111991506341134 -0.0098375182147222764 0.017967171556509252 0.023258899897969761 -0.016269510989255883 -0.020058232051203634 0.019832767417279129 0.017844509964470231
leaf_weight=0.0010408897468182753 0.0014990443189329293 0.0010754968603459624 0.0011693511945412112 0.0017822329614325268 0.0010180657676420717 0.0010978632385075025 0.0010931760422166004
leaf_count=271 445 327 464 503 381 111 619
internal_value=0 0.00173112 -0.0006936 0.00309414 -0.00162998 0.00309186 -0.00330001
internal_weight=0 0.00827708 0.00720158 0.00616069 0.00499134 0.00397327 0.00287541
internal_count=3121 2676 2349 2078 1614 1233 1122
is_linear=0
shrinkage=0.1


Tree=5375
num_leaves=8
num_cat=0
split_feature=13 16 43 43 48 3 0
split_gain=1.75015e-05 3.18732e-05 5.5913e-05 4.50911e-05 7.06326e-05 5.28608e-05 4.39954e-05
threshold=-0.39067499999999994 0.23311500000000004 -0.092909999999999979 -0.063379999999999978 0.085845000000000019 -0.082879999999999995 -0.13027499999999997
decision_type=2 2 2 2 2 2 2
left_child=-1 2 -2 -4 5 -5 -7
right_child=1 -3 3 4 -6 6 -8
leaf_value=0.011989917441485774 -0.021704900200604865 0.012961359402167331 0.018767656081630602 0.02318263202246823 -0.022828740389112701 0.0096087681445327245 -0.017156786815855321
leaf_weight=0.0010760898480291796 0.0014454084218276679 0.0012913834045476516 0.0010743625556099987 0.0010000544266505975 0.0013992373562447887 0.0012001481131842749 0.0012576884645774087
leaf_count=145 387 418 796 468 208 134 565
internal_value=0 -0.00153156 -0.00406866 0.000229013 -0.0038716 0.00379941 -0.00408731
internal_weight=0 0.00866828 0.0073769 0.00593149 0.00485713 0.00345789 0.00245784
internal_count=3121 2976 2558 2171 1375 1167 699
is_linear=0
shrinkage=0.1


Tree=5376
num_leaves=7
num_cat=0
split_feature=42 160 151 4 160 13
split_gain=1.51795e-05 3.46611e-05 4.01474e-05 5.81474e-05 4.0496e-05 6.29638e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.0083949999999999979 0.181285 1.0000000180025095e-35 -0.084154999999999994
decision_type=2 2 2 2 2 2
left_child=-1 -2 -3 4 5 -4
right_child=1 2 3 -5 -6 -7
leaf_value=-0.0088484645385421747 -0.010316614301831192 -0.01151986505951871 -0.0091669022342204809 0.028784165181435985 -0.013072971715336319 0.021425459793175419
leaf_weight=0.0016269749346118191 0.0018420309017407772 0.0011570948002935007 0.0010966353248080614 0.0011604240626489608 0.0010904247612864952 0.0017405892593068783
leaf_count=862 828 300 259 189 244 439
internal_value=0 0.00173779 0.00529327 0.0091168 0.00330607 0.00960099
internal_weight=0 0.0080872 0.00624517 0.00508807 0.00392765 0.00283722
internal_count=3121 2259 1431 1131 942 698
is_linear=0
shrinkage=0.1


Tree=5377
num_leaves=7
num_cat=0
split_feature=133 160 42 151 4 16
split_gain=1.51212e-05 4.58089e-05 4.2815e-05 5.80226e-05 7.28577e-05 4.6833e-05
threshold=-0.085499999999999979 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.0083949999999999979 0.076415000000000025 -0.056919999999999991
decision_type=2 2 2 2 2 2
left_child=-1 -2 -3 -4 5 -5
right_child=1 2 3 4 -6 -7
leaf_value=0.010728530385753193 -0.01544708193110461 -0.015068283409821349 -0.014515275908678404 0.017577471324793991 0.030647632881362089 -0.0074671604135779701
leaf_weight=0.0011512150888496652 0.0018418286464597913 0.0011644133006081612 0.0011011616764692173 0.0012576465872686875 0.0013363184703797295 0.0018376892329526411
leaf_count=488 866 502 287 340 202 436
internal_value=0 -0.00148041 0.00236061 0.00602862 0.0111333 0.00270857
internal_weight=0 0.00853906 0.00669723 0.00553282 0.00443165 0.00309534
internal_count=3121 2633 1767 1265 978 776
is_linear=0
shrinkage=0.1


Tree=5378
num_leaves=9
num_cat=0
split_feature=0 16 16 52 15 160 52 4
split_gain=3.43717e-05 5.97605e-05 4.25979e-05 5.38212e-05 6.35285e-05 4.98566e-05 3.67735e-05 7.57449e-05
threshold=0.15398500000000004 0.26799500000000004 -0.008904999999999998 0.090245000000000006 0.088235000000000022 -0.063384999999999983 -0.049749999999999996 0.24564500000000003
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 4 6 -4 -1 -8
right_child=-2 -3 5 -5 -6 -7 7 -9
leaf_value=0.00021728564303343057 0.00034355126001413066 -0.00046430564835358033 0.00057271010257794683 -0.00043153571636410522 0.00041895679568352515 -7.9487322478420909e-06 -0.0005446855737901707 8.9434163777332758e-05
leaf_weight=0.0010562527282482483 0.0010075966152923643 0.0011141455956475846 0.0010111340577861252 0.0012381737064949072 0.0011998032050907752 0.001298720840442644 0.0013718354613575516 0.0015341056854928379
leaf_count=208 60 349 275 588 296 417 669 259
internal_value=0 -3.67156e-05 1.79797e-05 -6.43982e-05 2.36646e-05 0.000246233 -9.60349e-05 -0.000209921
internal_weight=0 0.00982417 0.00871003 0.00640017 0.005162 0.00230985 0.00396219 0.00290594
internal_count=3121 3061 2712 2020 1432 692 1136 928
is_linear=0
shrinkage=0.00196078


Tree=5379
num_leaves=9
num_cat=0
split_feature=14 15 52 13 13 12 16 1
split_gain=6.30644e-05 8.11415e-05 5.45864e-05 9.72692e-05 8.34435e-05 5.82199e-05 6.06753e-05 5.93875e-05
threshold=-1.0000000180025095e-35 -0.10653 0.11434500000000002 -0.095304999999999987 -0.033284999999999988 0.088930000000000023 -0.070454999999999976 0.092390000000000014
decision_type=2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 -5 6 -6 -8
right_child=1 2 -4 4 5 -7 7 -9
leaf_value=-0.00047804581277168678 0.00044802232500646484 0.00043988900193057446 -0.00043880409598479899 -0.00058503419282262615 -0.00043681781005090351 0.00037316218074931869 -0.00026269353210565927 0.00038523597028134533
leaf_weight=0.0010127586198252622 0.0015513538232103602 0.0016673490222946499 0.0011393726634816841 0.0010945477842421785 0.0013772275329358525 0.0012797310326167289 0.0010036879697857123 0.0011871800989491062
leaf_count=161 388 200 377 945 309 443 155 143
internal_value=0 3.47375e-05 -3.85444e-05 2.13848e-05 -9.60417e-05 1.43635e-05 -0.000114323 8.84043e-05
internal_weight=0 0.0103004 0.0087491 0.00760972 0.00594237 0.00484783 0.0035681 0.00219087
internal_count=3121 2960 2572 2195 1995 1050 607 298
is_linear=0
shrinkage=0.00196078


Tree=5380
num_leaves=8
num_cat=0
split_feature=4 0 43 1 16 15 16
split_gain=4.08855e-05 7.7635e-05 4.88569e-05 4.65426e-05 3.23849e-05 5.5408e-05 0.000105545
threshold=-0.49405499999999997 -1.0000000180025095e-35 -0.24021999999999996 1.0000000180025095e-35 -0.36241499999999999 -0.0088349999999999974 -0.056919999999999991
decision_type=2 2 2 2 2 2 2
left_child=-1 2 -2 -4 -5 6 -6
right_child=1 -3 3 4 5 -7 -8
leaf_value=-0.00037115708303700181 -0.00042769292909392492 0.00051026642812775395 -0.00025997960738126602 -0.00014327551546525761 0.000365773060709316 0.00050668582416811938 -0.00034869155652916817
leaf_weight=0.001047214822993644 0.0010319226896050816 0.0011722136629308951 0.0017118948001224417 0.001517030773958759 0.0017619898897300015 0.0014369709036568205 0.001448402314475672
leaf_count=156 153 186 1442 248 210 419 307
internal_value=0 3.59032e-05 -2.65173e-05 2.60433e-05 0.000105474 0.000186673 4.34348e-05
internal_weight=0 0.0100804 0.00890821 0.00787629 0.00616439 0.00464736 0.00321039
internal_count=3121 2965 2779 2626 1184 936 517
is_linear=0
shrinkage=0.00196078


Tree=5381
num_leaves=10
num_cat=0
split_feature=0 52 16 157 13 2 4 15 16
split_gain=5.7896e-05 6.61817e-05 6.77229e-05 7.84565e-05 0.000118438 7.69581e-05 5.38765e-05 8.03327e-05 5.32118e-05
threshold=0.15398500000000004 0.15915500000000002 0.26799500000000004 -0.071119999999999989 -0.010384999999999998 0.088475000000000012 0.25615500000000008 -0.03241999999999999 -0.23935499999999996
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 -5 7 -6 -7
right_child=-2 -3 -4 4 6 8 -8 -9 -10
leaf_value=0.00056201350143762481 0.00042987957807254571 -0.0005161507673499369 -0.00046564341286884394 -0.00016949689829724726 0.00017108396982484631 0.00019206401046243187 -0.00062127207463985525 -0.00047396884756222755 0.00080456361390627152
leaf_weight=0.0010475366190875269 0.0010582699635191999 0.0010587533571744636 0.001061388014609181 0.0010459868016547314 0.0017478160988680948 0.0011725737557468246 0.0010327467815226541 0.0012901947940819618 0.0010194295189258637
leaf_count=309 60 360 343 705 203 152 131 430 428
internal_value=0 -5.13502e-05 9.03559e-07 6.01628e-05 -1.17656e-05 0.000268103 -0.00023438 -0.00010286 0.000476918
internal_weight=0 0.0104764 0.00941767 0.00835628 0.00730875 0.00323799 0.00407076 0.00303801 0.002192
internal_count=3121 3061 2701 2358 2049 1285 764 633 580
is_linear=0
shrinkage=0.00196078


Tree=5382
num_leaves=9
num_cat=0
split_feature=15 151 43 13 160 15 16 2
split_gain=5.21226e-05 5.32452e-05 5.29081e-05 0.000123885 5.27805e-05 6.32595e-05 6.30402e-05 9.90425e-05
threshold=-0.24436499999999997 -0.086654999999999982 -0.084004999999999982 0.19762500000000002 -1.0000000180025095e-35 -0.095869999999999983 -0.088159999999999988 0.10672500000000001
decision_type=2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 -4 -6 -7 -8
right_child=1 2 4 -5 5 6 7 -9
leaf_value=0.00041341727945549522 0.00037376834010005941 0.00047125053146399661 -0.00059573164775118619 -0.00040261878441103177 -0.00051441600448161795 0.00026534658109687859 -0.00057202663215832883 0.00024366087444713537
leaf_weight=0.0010077798925873698 0.0010060500427372899 0.0016107530731972854 0.0010661923702995242 0.0010178379177202199 0.0012037037952570915 0.0018552641215905307 0.0013223865343427281 0.0010089933773608506
leaf_count=253 260 475 564 112 166 336 728 227
internal_value=0 -5.42426e-05 -0.000101639 0.000132873 -0.000197113 -0.000118268 -4.37107e-06 -0.000219007
internal_weight=0 0.0100912 0.00908513 0.00262859 0.00645654 0.00539035 0.00418664 0.00233138
internal_count=3121 2868 2608 587 2021 1457 1291 955
is_linear=0
shrinkage=0.00196078


Tree=5383
num_leaves=8
num_cat=0
split_feature=484 160 133 42 47 48 16
split_gain=1.69055e-05 2.87823e-05 4.24383e-05 4.47316e-05 4.37122e-05 4.8857e-05 8.25229e-05
threshold=0.085515000000000022 -1.0000000180025095e-35 -1.0000000180025095e-35 0.088060000000000013 0.09550500000000002 0.086035000000000014 -0.078844999999999985
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 6 -4
right_child=-2 2 3 -5 -6 -7 -8
leaf_value=-0.015499234155133998 0.012192587289970991 -0.017907081835718066 0.022506397847766296 0.018093878103896989 0.016077197197510811 -0.024076958635060847 -0.013676701720129275
leaf_weight=0.001252463714301686 0.0010110141539462049 0.0010374600235600762 0.0010684351290949998 0.0016499670759750106 0.0011472860728076323 0.0010871418135695249 0.001537181587471707
leaf_count=659 341 709 259 485 104 176 388
internal_value=0 -0.00146273 0.000872743 0.00387479 -0.000972485 -0.00626957 0.00116021
internal_weight=0 0.00877994 0.00752747 0.00649001 0.00484004 0.00369276 0.00260562
internal_count=3121 2780 2121 1412 927 823 647
is_linear=0
shrinkage=0.1


Tree=5384
num_leaves=10
num_cat=0
split_feature=0 52 16 0 2 0 0 1 0
split_gain=4.85024e-05 5.99637e-05 7.1785e-05 6.97106e-05 4.64135e-05 0.000108121 8.09328e-05 8.85176e-05 3.22428e-05
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decision_type=2 2 2 2 2 2 2 2 2
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right_child=-2 -3 -4 8 6 -7 -8 -9 -10
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leaf_weight=0.0011679259816145286 0.0010372144862692183 0.0010148671473630697 0.0010235591550283593 0.0011037677322406256 0.0013286772014205438 0.0012819370341524234 0.001089361679371906 0.0010533010255213584 0.001016957815931576
leaf_count=138 60 360 356 423 161 910 411 109 193
internal_value=0 -5.03904e-05 2.09001e-07 6.24573e-05 -4.67965e-05 -0.000253441 9.9041e-05 -0.000103429 0.000367501
internal_weight=0 0.0100804 0.00906549 0.00804193 0.0059212 0.00244986 0.00347134 0.00238198 0.00212073
internal_count=3121 3061 2701 2345 1729 1048 681 270 616
is_linear=0
shrinkage=0.00196078


Tree=5385
num_leaves=9
num_cat=0
split_feature=15 151 12 4 1 2 4 15
split_gain=5.34468e-05 3.97439e-05 6.22053e-05 8.67787e-05 0.000130666 7.22401e-05 6.17829e-05 5.75885e-05
threshold=-0.24436499999999997 -0.086944999999999981 0.086850000000000024 0.09173000000000002 0.094385000000000011 0.088850000000000012 0.09173000000000002 0.088235000000000022
decision_type=2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 5 -3 7 -4
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leaf_value=0.00040806643001114031 0.00031805160703320888 -0.00072273940603897807 -0.00029555319244055914 -0.00073830724916072201 0.00039721265827962328 -9.0096778650775936e-05 0.00040534650382912589 0.00027921758935907435
leaf_weight=0.0010813869559817444 0.0010238384198960086 0.0011520060325275168 0.0018219725147558415 0.0010425961567574566 0.0013485582287587673 0.0017452060477375817 0.0015113385241481564 0.0010601855622099665
leaf_count=253 248 552 835 129 220 182 151 551
internal_value=0 -4.93333e-05 -8.81835e-05 -0.000231438 -0.000106971 -0.000341652 8.42492e-05 -8.4127e-05
internal_weight=0 0.0107057 0.00968186 0.00528837 0.00424577 0.00289721 0.0043935 0.00288216
internal_count=3121 2868 2620 1083 954 734 1537 1386
is_linear=0
shrinkage=0.00196078


Tree=5386
num_leaves=7
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split_feature=13 2 48 12 4 43
split_gain=1.75403e-05 2.84752e-05 5.56113e-05 3.88477e-05 3.78124e-05 6.78487e-05
threshold=-0.39067499999999994 0.11215000000000001 0.091545000000000015 0.099815000000000015 -0.077834999999999988 -0.0037449999999999996
decision_type=2 2 2 2 2 2
left_child=-1 2 3 4 -2 -6
right_child=1 -3 -4 -5 5 -7
leaf_value=0.011909815042867616 -0.019262822591421078 -0.01210839487182562 0.022557431122210966 0.0155025666341197 -0.018397883666561879 0.011559218148859192
leaf_weight=0.001088623992903809 0.0015043686005480126 0.0019766483363983676 0.0010609535061955177 0.0010012285357844635 0.0012329241996234018 0.0019546120773476388
leaf_count=145 840 453 234 253 877 319
internal_value=0 -0.00155174 0.00153777 -0.00237939 -0.00619531 -2.80494e-05
internal_weight=0 0.00873074 0.00675409 0.00569313 0.0046919 0.00318754
internal_count=3121 2976 2523 2289 2036 1196
is_linear=0
shrinkage=0.1


Tree=5387
num_leaves=8
num_cat=0
split_feature=48 48 1 4 0 42 3
split_gain=3.88847e-05 6.54794e-05 6.23288e-05 7.55433e-05 7.43257e-05 4.64471e-05 5.33021e-05
threshold=0.11951500000000001 0.092475000000000016 0.111945 -1.0000000180025095e-35 -0.10224499999999999 0.086325000000000013 -0.078934999999999991
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 5 -5 6 -1
right_child=-2 -3 -4 4 -6 -7 -8
leaf_value=-0.00013661635047099106 -0.00037100798793921976 0.00045477506179068469 0.00028417867561875523 -0.00067860388162816962 -1.7187402433313521e-05 -0.00028006186881412255 0.00037146158394802553
leaf_weight=0.0013356595659035171 0.0010066797331801042 0.0012433112238558639 0.0019680757120995283 0.0014192435321047003 0.0012101914900841315 0.0012386346660729197 0.001957036558942425
leaf_count=878 114 251 374 204 340 690 270
internal_value=0 3.26263e-05 -2.48687e-05 -0.000109808 -0.000374188 4.36068e-05 0.000165363
internal_weight=0 0.0103722 0.00912884 0.00716077 0.00262944 0.00453133 0.0032927
internal_count=3121 3007 2756 2382 544 1838 1148
is_linear=0
shrinkage=0.00196078


Tree=5388
num_leaves=9
num_cat=0
split_feature=15 151 12 4 1 4 1 13
split_gain=4.89021e-05 5.08241e-05 7.54022e-05 8.58337e-05 8.96007e-05 5.19623e-05 5.01907e-05 4.28584e-05
threshold=-0.24436499999999997 -0.086944999999999981 0.086850000000000024 0.09173000000000002 0.094385000000000011 0.09173000000000002 0.080000000000000016 -0.016469999999999995
decision_type=2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 6 7 -3 -4
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leaf_value=0.0004036754497608954 0.0003667960711392919 -5.022935760515163e-05 -0.00026399599776817667 -0.00075412081996632113 0.00030692848532866879 0.00040017369243144604 -0.00057935650036004967 0.00023218102360575871
leaf_weight=0.0010156773264900646 0.0010263948486077699 0.0013400874617740899 0.0016084963545982787 0.0010469781553600049 0.0012704035694600397 0.0014584888214736712 0.001419084275700334 0.0011462694297276277
leaf_count=253 248 540 801 129 220 151 194 585
internal_value=0 -4.72519e-05 -9.29985e-05 -0.000253931 -0.000123969 0.000100909 -0.000322368 -5.75347e-05
internal_weight=0 0.0103162 0.00928981 0.00507655 0.00402958 0.00421325 0.00275917 0.00275477
internal_count=3121 2868 2620 1083 954 1537 734 1386
is_linear=0
shrinkage=0.00196078


Tree=5389
num_leaves=7
num_cat=0
split_feature=133 160 42 4 4 3
split_gain=1.58993e-05 3.31577e-05 3.57962e-05 4.05125e-05 6.49838e-05 5.65147e-05
threshold=-0.085499999999999979 -1.0000000180025095e-35 0.088060000000000013 0.24564500000000003 -0.046564999999999988 0.090900000000000009
decision_type=2 2 2 2 2 2
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leaf_value=0.010865572818959139 -0.013333802678022167 0.0074016964603113179 0.014280626372071354 0.015372939868929068 -0.033288327420036096 -0.0019680366441820868
leaf_weight=0.0011729430042092094 0.0018698236042439895 0.001785351807479729 0.0016978123878811655 0.0010178926178532168 0.0011811044434104504 0.0011247369884286318
leaf_count=488 866 593 542 180 368 84
internal_value=0 -0.00153905 0.00170091 -0.00247948 -0.00692118 -0.018011
internal_weight=0 0.00867672 0.0068069 0.00510909 0.00409119 0.00230584
internal_count=3121 2633 1767 1225 1045 452
is_linear=0
shrinkage=0.1


Tree=5390
num_leaves=10
num_cat=0
split_feature=474 160 133 151 4 42 16 16 52
split_gain=6.78295e-05 9.88792e-05 6.57005e-05 5.12664e-05 6.97102e-05 6.85163e-05 7.50457e-05 0.000147196 2.34121e-05
threshold=0.084410000000000013 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.0083949999999999979 0.24564500000000003 0.088200000000000014 -0.092484999999999984 -0.056919999999999991 0.024145000000000003
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 5 6 -5 -8 -9
right_child=-2 2 3 4 -6 -7 7 8 -10
leaf_value=-0.00049117400080660959 0.00047777478731626018 -0.00037419516674062214 -0.00024037831218618575 -0.00050117935145149099 0.00064602504142590843 0.00048873727864849061 0.00071273688061965332 -0.0004086121031947933 1.5304455196338238e-05
leaf_weight=0.0016775736442276304 0.0010091389228263853 0.0013365023941214619 0.0014157943559860399 0.0010170881637210131 0.0010047831352134337 0.0012265701133236436 0.0010395101989341244 0.0010014557898649339 0.0010020907107382016
leaf_count=727 353 707 270 85 169 326 191 254 39
internal_value=0 -5.39624e-05 2.71379e-05 9.67321e-05 0.000172593 8.26134e-05 -4.00766e-05 0.000114039 -0.000196587
internal_weight=0 0.0107214 0.00904379 0.00770729 0.0062915 0.00528671 0.00406014 0.00304306 0.00200355
internal_count=3121 2768 2041 1334 1064 895 569 484 293
is_linear=0
shrinkage=0.00196078


Tree=5391
num_leaves=9
num_cat=0
split_feature=47 4 4 3 12 1 16 12
split_gain=3.18533e-05 5.35316e-05 7.05888e-05 5.57726e-05 5.809e-05 4.27988e-05 9.73427e-05 1.4143e-05
threshold=0.12431000000000002 0.24564500000000003 0.055260000000000011 0.10299500000000002 0.091545000000000015 0.091785000000000019 -0.083134999999999987 0.085635000000000003
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 -1 -3
right_child=-2 7 -4 -5 -6 -7 -8 -9
leaf_value=0.00032596758375121157 -0.00033263722639589747 0.00015013589916271612 -0.00047395175750109545 0.00038422678934636392 -0.00044980784518263713 0.00040323116146882159 -0.0003771756315336716 0.00047658656431644989
leaf_weight=0.0013674078659483306 0.0010367341375199278 0.0010323943459587684 0.001241444426294762 0.0013926182327919645 0.001134991188438841 0.0010039013134331629 0.0016956190032078964 0.0010087956575348771
leaf_count=422 91 282 246 122 763 206 869 120
internal_value=0 2.86454e-05 -4.50285e-05 3.57178e-05 -5.75824e-05 5.18791e-05 -6.32758e-05 0.000311474
internal_weight=0 0.00987717 0.00783598 0.00659454 0.00520192 0.00406693 0.00306303 0.00204119
internal_count=3121 3030 2628 2382 2260 1497 1291 402
is_linear=0
shrinkage=0.00196078


Tree=5392
num_leaves=8
num_cat=0
split_feature=484 15 48 52 13 13 4
split_gain=1.75558e-05 2.87344e-05 4.70492e-05 5.69367e-05 6.22005e-05 3.86117e-05 3.60329e-05
threshold=0.085515000000000022 -0.11713499999999999 0.092475000000000016 -0.088204999999999992 -0.015874999999999997 -0.117405 0.04735000000000001
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 -3 5 -5 -6
right_child=-2 2 -4 4 6 -7 -8
leaf_value=-0.014360212723046956 0.012329599972538454 -0.022519893767705391 0.020335684055770256 0.003422433533568327 0.0031963762985124395 -0.023168081463521228 0.025960698853883232
leaf_weight=0.0014527422563723729 0.0010237948207095686 0.0011384437147907043 0.001077673313092207 0.001033749820879479 0.0018951808796547217 0.0011576158873516391 0.0010982761295108374
leaf_count=400 341 483 211 97 580 899 110
internal_value=0 -0.00150177 0.00102224 -0.00226935 0.00217711 -0.0106243 0.0115484
internal_weight=0 0.00885368 0.00740094 0.00632327 0.00518482 0.00219137 0.00299346
internal_count=3121 2780 2380 2169 1686 996 690
is_linear=0
shrinkage=0.1


Tree=5393
num_leaves=9
num_cat=0
split_feature=133 133 160 403 52 0 2 51
split_gain=7.59468e-05 8.6117e-05 5.1575e-05 7.76285e-05 6.34825e-05 0.000122645 0.000117353 0.000105594
threshold=0.10622000000000002 0.083950000000000011 0.041220000000000007 0.08332500000000001 0.091275000000000009 -0.10151999999999999 0.091185000000000002 -0.054954999999999997
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 -1 -7
right_child=-2 -3 -4 -5 -6 7 -8 -9
leaf_value=0.00045966931454533965 -0.00053253179474134049 0.00049618774198784469 -0.00035249619902689928 0.0005302166524332871 0.00030400708566788795 -4.1149398592299461e-05 -0.00026988589791077772 -0.00090821529905682138
leaf_weight=0.0016721058040536207 0.0010170276535595513 0.0013261534145033093 0.0016487022001551799 0.001032466708359497 0.0015635843242561122 0.0010051851191798461 0.0017193007593212656 0.0011668504049762406
leaf_count=106 435 580 263 257 343 260 194 683
internal_value=0 2.72237e-05 -3.61843e-05 2.77295e-05 -4.50641e-05 -0.000143169 8.98154e-05 -0.00050695
internal_weight=0 0.0111343 0.0098082 0.00815949 0.00712703 0.00556344 0.00339141 0.00217204
internal_count=3121 2686 2106 1843 1586 1243 300 943
is_linear=0
shrinkage=0.00196078


Tree=5394
num_leaves=8
num_cat=0
split_feature=12 3 12 12 12 43 52
split_gain=1.52277e-05 3.53391e-05 3.94733e-05 4.13549e-05 3.86053e-05 6.24828e-05 4.65457e-05
threshold=0.10711000000000002 0.13524500000000003 0.092355000000000007 0.088245000000000004 1.0000000180025095e-35 -0.05647499999999999 -0.066844999999999988
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 4 5 -1 -7
right_child=-2 -3 -4 -5 -6 6 -8
leaf_value=0.023624464683091949 -0.011281143284443724 0.018765486936306811 -0.016910898779086553 0.016747446429860657 -0.019555400819858012 -0.021337296744416725 0.0046180059345139772
leaf_weight=0.0010182323650969449 0.001080587163757067 0.0010235196111294505 0.001299020792538106 0.0014996250267050809 0.0010188561964284007 0.0011049463460494414 0.0018439058952641953
leaf_count=272 285 179 634 494 883 147 227
internal_value=0 0.00129696 -0.000999805 0.00218709 -0.00219223 0.0022671 -0.00510755
internal_weight=0 0.00880811 0.00778459 0.00648557 0.00498594 0.00396708 0.00294885
internal_count=3121 2836 2657 2023 1529 646 374
is_linear=0
shrinkage=0.1


Tree=5395
num_leaves=9
num_cat=0
split_feature=47 4 4 3 13 43 52 12
split_gain=3.17098e-05 5.46961e-05 6.658e-05 5.56449e-05 5.29995e-05 3.92546e-05 8.19109e-05 8.87166e-06
threshold=0.12431000000000002 0.24564500000000003 0.055260000000000011 0.10299500000000002 -0.033284999999999988 -0.013819999999999997 -0.0064899999999999992 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 -6 -7 -3
right_child=-2 7 -4 -5 5 6 -8 -9
leaf_value=-0.00037147850069893089 -0.00033944387976864518 0.00017784076624668719 -0.00046791975685339763 0.00037291580533893744 0.0003037037292481444 -0.0005162676893498727 0.00025769811578449619 0.00043672379143417999
leaf_weight=0.0015453101267926001 0.0010288185256677003 0.001007844018753876 0.0012454650341269316 0.0014024669502120113 0.0015094815464195463 0.0010028222592693382 0.0011050306930098738 0.0010280742583944286
leaf_count=1211 91 270 246 122 522 220 307 132
internal_value=0 2.23298e-05 -5.22817e-05 2.65688e-05 -6.75186e-05 6.23317e-05 -0.00011052 0.000308568
internal_weight=0 0.00984649 0.00781058 0.00656511 0.00516264 0.00361733 0.00210785 0.00203592
internal_count=3121 3030 2628 2382 2260 1049 527 402
is_linear=0
shrinkage=0.00196078


Tree=5396
num_leaves=8
num_cat=0
split_feature=52 52 0 15 15 43 3
split_gain=3.28257e-05 5.71486e-05 0.000112002 5.39055e-05 4.84813e-05 5.9581e-05 4.03316e-05
threshold=-0.057699999999999994 -0.26636999999999994 -0.14794999999999997 -0.11713499999999999 -0.031204999999999997 -0.014584999999999999 -0.077644999999999978
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -3 -2 -5 -6 -7
right_child=3 2 -4 4 5 6 -8
leaf_value=-0.00022767228753749942 -0.00040931351353643399 -0.00015597833651465219 0.0007262833525816867 0.00027223807121675992 -0.00039218770690791714 0.00037313739524766793 -0.00011299338110177886
leaf_weight=0.0010260496055791587 0.0015258463212636459 0.0010018253034551202 0.001235408451866471 0.0018121415405001574 0.0017387195631051061 0.0010525900208301206 0.0017421054260065507
leaf_count=354 374 75 497 466 655 486 214
internal_value=0 0.000155485 0.00033121 -7.84111e-05 1.15731e-06 -0.000107202 7.01022e-05
internal_weight=0 0.00326328 0.00223723 0.0078714 0.00634556 0.00453342 0.0027947
internal_count=3121 926 572 2195 1821 1355 700
is_linear=0
shrinkage=0.00196078


Tree=5397
num_leaves=7
num_cat=0
split_feature=52 15 2 12 3 52
split_gain=1.76797e-05 4.58234e-05 4.97659e-05 6.79129e-05 0.000128878 4.47561e-05
threshold=-0.057699999999999994 -0.11713499999999999 0.10613000000000002 0.089735000000000023 -0.059315 -0.088204999999999992
decision_type=2 2 2 2 2 2
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leaf_weight=0.0018338142974450248 0.0013709319842206266 0.001039488515538443 0.0014996643538336676 0.0017016111312969521 0.0013792840282193775 0.0010776349843851958
leaf_count=680 374 796 256 637 132 246
internal_value=0 -0.00281281 0.00118584 0.0068629 -0.00390522 0.00646158
internal_weight=0 0.00699098 0.00562005 0.00412038 0.00241877 0.00291145
internal_count=3121 2195 1821 1565 928 926
is_linear=0
shrinkage=0.1


Tree=5398
num_leaves=9
num_cat=0
split_feature=484 42 15 16 1 49 0 52
split_gain=0.000162421 8.42569e-05 0.000113054 8.90854e-05 0.000107295 6.18135e-05 4.03432e-05 4.36321e-05
threshold=-1.0000000180025095e-35 0.10194000000000002 -0.10653 -0.088394999999999987 0.090840000000000018 -0.006494999999999999 -0.083914999999999976 0.096795000000000006
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 -4 -5 -7 -8
right_child=1 -3 3 5 -6 6 7 -9
leaf_value=-0.00076854893670649923 0.00053735119671976161 -0.00048883871532535495 3.0565275857517218e-05 -0.00023933892436096705 -0.00077476787081722268 0.00057892186305576578 -4.5482703344496925e-05 0.00042493834138055813
leaf_weight=0.0010116131355565805 0.0018986076651590711 0.001005619914017695 0.0016051095318530078 0.0012258237665021933 0.0010535066285384978 0.0011246424692432228 0.0018610724242531349 0.0012789885204119822
leaf_count=515 374 319 338 272 130 322 652 199
internal_value=0 5.22925e-05 0.000106451 6.05891e-06 -0.000288557 0.000148717 0.000260258 0.000146126
internal_weight=0 0.0110534 0.0100478 0.00814914 0.00265862 0.00549053 0.0042647 0.00314006
internal_count=3121 2606 2287 1913 468 1445 1173 851
is_linear=0
shrinkage=0.00196078


Tree=5399
num_leaves=9
num_cat=0
split_feature=14 15 16 160 1 16 2 4
split_gain=4.1598e-05 8.6756e-05 4.78419e-05 7.99142e-05 7.42525e-05 4.99789e-05 5.63283e-05 4.69673e-05
threshold=-1.0000000180025095e-35 -0.10653 -0.094359999999999986 -0.081969999999999987 0.087135000000000004 -0.078844999999999985 0.10644500000000001 0.0061450000000000003
decision_type=2 2 2 2 2 2 2 2
left_child=-1 -2 4 -4 -3 -5 7 -7
right_child=1 2 3 5 -6 6 -8 -9
leaf_value=-0.00039327201558267606 0.00045731798060509723 5.3246843233122025e-05 0.00052738063627524737 0.00032459580813486535 -0.00063785372407553029 -0.00049675923073385709 0.0002069887408278103 8.0770087943147154e-06
leaf_weight=0.0010022022659667501 0.0015207617271064738 0.0012161619682338411 0.0010705674470384632 0.0010345204591269272 0.0011753627729526529 0.0018206988782762295 0.001172604860854578 0.0011598977531736021
leaf_count=161 388 268 396 536 155 826 277 114
internal_value=0 2.54216e-05 -5.0512e-05 3.96327e-05 -0.000286408 -6.10217e-05 -0.000157075 -0.000300302
internal_weight=0 0.0101706 0.00864981 0.00625829 0.00239152 0.00518772 0.0041532 0.0029806
internal_count=3121 2960 2572 2149 423 1753 1217 940
is_linear=0
shrinkage=0.00196078


Tree=5400
num_leaves=9
num_cat=0
split_feature=0 16 16 52 0 160 52 16
split_gain=3.32942e-05 5.56684e-05 4.81668e-05 5.16502e-05 6.27475e-05 4.4119e-05 3.45312e-05 6.64862e-05
threshold=0.15398500000000004 0.26799500000000004 -0.008904999999999998 0.090245000000000006 -0.084269999999999984 -0.063384999999999983 -0.049749999999999996 -0.25582999999999995
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 4 6 -4 -1 -8
right_child=-2 -3 5 -5 -6 -7 7 -9
leaf_value=0.00020849785856966399 0.00032914896048074607 -0.00045298119490385172 0.00055657636492704272 -0.00043563616009059555 0.00040747478900441915 1.4101115135667748e-05 1.2493016821242079e-05 -0.00058436845497498102
leaf_weight=0.0010083674492386112 0.0010275345732160537 0.0011220198678740688 0.001025905585751944 0.0012431346588930026 0.0011777118692080524 0.0013155240894110265 0.0019273840261113011 0.0011430946038542879
leaf_count=158 60 349 275 588 563 417 230 481
internal_value=0 -4.15574e-05 1.06561e-05 -7.62088e-05 8.79297e-06 0.000251789 -0.000106321 -0.00020971
internal_weight=0 0.00996314 0.00884112 0.00649969 0.00525656 0.00234143 0.00407885 0.00307048
internal_count=3121 3061 2712 2020 1432 692 869 711
is_linear=0
shrinkage=0.00196078


Tree=5401
num_leaves=9
num_cat=0
split_feature=484 42 15 42 15 16 0 52
split_gain=0.000146384 9.32721e-05 0.000113689 0.000111784 0.000100077 8.70854e-05 9.97914e-05 0.00010012
threshold=-1.0000000180025095e-35 0.10194000000000002 -0.10653 0.091295000000000015 0.024640000000000006 -0.094359999999999986 -0.11991499999999998 0.091820000000000013
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 -4 -7 -8
right_child=1 -3 3 -5 -6 6 7 -9
leaf_value=-0.0007162219308607553 0.0005408369510384143 -0.00050788040546271662 -0.00039650661855788311 0.00060591670067040426 -0.00044580484858697863 0.00069878176260951188 -0.00026329581437147795 0.00045581195896847519
leaf_weight=0.0010157524864222575 0.0019614315874132886 0.0010128787085132507 0.0012057778702565811 0.0010827359016514519 0.0019817713049749535 0.0011334023115317235 0.0018931285370680398 0.0012267164412600984
leaf_count=515 374 319 173 214 773 107 551 95
internal_value=0 6.03208e-05 0.000115211 1.72658e-05 -6.83908e-05 6.86205e-05 0.000200482 1.94558e-05
internal_weight=0 0.0114978 0.010485 0.00852353 0.0074408 0.00545903 0.00425325 0.00311984
internal_count=3121 2606 2287 1913 1699 926 753 646
is_linear=0
shrinkage=0.00196078


Tree=5402
num_leaves=9
num_cat=0
split_feature=48 4 151 15 16 0 4 4
split_gain=7.61824e-05 0.000100781 7.98761e-05 8.7087e-05 0.000102627 0.000146081 0.000135941 0.00010556
threshold=0.11951500000000001 0.40473500000000007 -0.024429999999999997 -0.10324499999999999 -0.092484999999999984 -0.10151999999999999 -0.076229999999999978 -0.49405499999999997
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 -5 -6 7 -7
right_child=-2 -3 3 4 5 6 -8 -9
leaf_value=0.00037014978560834006 -0.00051177323490107806 0.00057591810916577768 -0.00062072963157264703 -0.00041427255661453033 0.0007884804471876743 -0.0002806299776002029 -0.0005773607473387103 0.00047756580951722078
leaf_weight=0.0016186177171011252 0.0010684966915108307 0.0011886558475797679 0.0010967810204563413 0.0019310261906074627 0.0010005272013797872 0.001147811681755984 0.0012841255417940945 0.0018340719903483286
leaf_count=453 114 278 201 346 110 143 746 730
internal_value=0 3.64087e-05 -2.82834e-05 -0.000106037 -2.76064e-05 0.000114168 -4.39811e-05 0.000185715
internal_weight=0 0.0111016 0.00991296 0.00829434 0.00719756 0.00526654 0.00426601 0.00298188
internal_count=3121 3007 2729 2276 2075 1729 1619 873
is_linear=0
shrinkage=0.00196078


Tree=5403
num_leaves=8
num_cat=0
split_feature=16 160 16 52 0 49 1
split_gain=1.4855e-05 7.93424e-05 4.8971e-05 4.18279e-05 7.26963e-05 3.30407e-05 5.08174e-05
threshold=-0.008904999999999998 -0.071139999999999995 0.38525000000000004 0.090245000000000006 -0.084269999999999984 -0.043469999999999995 0.10612500000000001
decision_type=2 2 2 2 2 2 2
left_child=3 -2 -3 4 5 -1 -7
right_child=1 2 -4 -5 -6 6 -8
leaf_value=0.0080645412714438029 0.027385776778618399 -0.014962790706514573 0.011099358568289554 -0.020567247934340723 0.023453720097524229 0.001947874587804158 -0.026207455415239441
leaf_weight=0.0011686760065375956 0.0011069230982634387 0.0017137813540428481 0.0012445375364512289 0.0011348455904340322 0.0010928185193462905 0.0012737004807263856 0.0012906049427630917
leaf_count=157 291 505 293 591 572 579 133
internal_value=0 0.00454698 -0.00399868 -0.00329287 0.000769413 -0.00587135 -0.0122226
internal_weight=0 0.00406524 0.00295832 0.00596065 0.0048258 0.00373298 0.00256431
internal_count=3121 1089 798 2032 1441 869 712
is_linear=0
shrinkage=0.1


Tree=5404
num_leaves=8
num_cat=0
split_feature=4 16 48 15 3 43 12
split_gain=1.76535e-05 3.09164e-05 4.8919e-05 7.13088e-05 6.70548e-05 4.34163e-05 3.89311e-05
threshold=0.27287000000000006 -0.094359999999999986 0.084855000000000014 -0.016799999999999995 0.092670000000000016 -0.084004999999999982 0.088930000000000023
decision_type=2 2 2 2 2 2 2
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right_child=-2 2 -4 4 -6 -7 -8
leaf_value=-0.021975122161100421 0.009924954071108813 -0.025455789423989367 0.017715214610887303 0.0086088024901621145 0.025631560596330018 -0.018293081415078981 0.0031777705324818081
leaf_weight=0.001433379319926484 0.0014932335607958239 0.0010881833990342973 0.0014943304978195593 0.0011746523412806825 0.0010053373287272072 0.0012260965777413724 0.0010782293526326679
leaf_count=274 352 477 409 346 88 982 193
internal_value=0 -0.00186453 0.00204112 -0.00317047 0.00394929 -0.00513037 -0.011177
internal_weight=0 0.00850021 0.0059886 0.00449427 0.00340609 0.00240075 0.00251161
internal_count=3121 2769 2302 1893 1416 1328 467
is_linear=0
shrinkage=0.1


Tree=5405
num_leaves=9
num_cat=0
split_feature=48 48 1 4 42 4 2 2
split_gain=0.000103132 0.000122445 8.49537e-05 9.76685e-05 5.72281e-05 0.000105733 0.000111867 0.000147323
threshold=0.11951500000000001 0.092475000000000016 0.111945 0.23246000000000003 0.086325000000000013 0.055260000000000011 0.098260000000000014 0.084245000000000014
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 4 -4 5 6 7 -1
right_child=-2 -3 3 -5 -6 -7 -8 -9
leaf_value=0.00039722172955022417 -0.00058871622109173301 0.00060500115779529579 -9.6847137123356184e-05 0.00075530152698928229 -0.00043072430913650871 -0.00057313294991054645 0.00061333420220200914 -0.00045538635955926599
leaf_weight=0.001370334288291217 0.0010819426461645522 0.0013228576835873909 0.0010605876449125524 0.0010091347452461745 0.0018377999045167534 0.001104691767882097 0.0012085743434999633 0.0018061386156889433
leaf_count=360 114 251 126 248 883 184 243 712
internal_value=0 4.64726e-05 -3.21518e-05 0.000318635 -0.000131234 -3.09741e-05 0.000105608 -8.75702e-05
internal_weight=0 0.0107201 0.00939726 0.00206972 0.00732754 0.00548974 0.00438505 0.00317647
internal_count=3121 3007 2756 374 2382 1499 1315 1072
is_linear=0
shrinkage=0.00196078


Tree=5406
num_leaves=7
num_cat=0
split_feature=131 150 15 3 4 3
split_gain=1.4593e-05 2.73541e-05 4.70993e-05 5.368e-05 6.07685e-05 3.58211e-05
threshold=0.084390000000000007 0.081835000000000019 -0.037864999999999989 -0.084074999999999997 -0.034939999999999992 0.095270000000000007
decision_type=2 2 2 2 2 2
left_child=1 2 5 -4 -5 -1
right_child=-2 -3 3 4 -6 -7
leaf_value=-0.0015466349814252931 -0.011559195094355075 0.013007675471068956 -0.0090591820929946786 0.0010873616272167959 0.030443015232345879 -0.024797721519719734
leaf_weight=0.0014757137629354414 0.0010005196433647149 0.0016043299339219188 0.001782729840178052 0.001744986112319563 0.001183398216673097 0.0012025499361616749
leaf_count=759 492 361 631 624 134 120
internal_value=0 0.00117185 -0.00139786 0.00462174 0.0129504 -0.0119865
internal_weight=0 0.00899371 0.00738938 0.00471111 0.00292838 0.00267826
internal_count=3121 2629 2268 1389 758 879
is_linear=0
shrinkage=0.1


Tree=5407
num_leaves=9
num_cat=0
split_feature=43 40 48 16 52 42 0 2
split_gain=4.38812e-05 5.42811e-05 6.99687e-05 6.69497e-05 6.87538e-05 8.71516e-05 8.91234e-05 0.000103244
threshold=-0.27207999999999993 -0.013874999999999998 0.11280000000000003 -0.48836499999999994 0.10160000000000001 0.086325000000000013 -0.077809999999999976 0.084055000000000005
decision_type=2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 5 6 7 -5
right_child=1 2 -4 4 -6 -7 -8 -9
leaf_value=-0.00038206413605990265 0.00045154254749452685 0.00052306268041669318 -0.00047467389933632937 0.00042828703268487034 -0.00049092819141028602 -0.00037481934482489371 0.00057183439886012561 -0.00031861681484722249
leaf_weight=0.0010779758508313161 0.0010706262769389014 0.0010023328392730502 0.0011172975426356037 0.0012177985717521456 0.0010134495267656663 0.0013485108331713954 0.0015619900716625119 0.0017115648000663487
leaf_count=144 308 167 104 254 447 637 372 688
internal_value=0 3.42327e-05 -1.55595e-05 4.97397e-05 -1.94862e-05 6.23278e-05 0.000193579 -8.11302e-06
internal_weight=0 0.0100436 0.00897294 0.00785565 0.00685331 0.00583986 0.00449135 0.00292936
internal_count=3121 2977 2669 2565 2398 1951 1314 942
is_linear=0
shrinkage=0.00196078


Tree=5408
num_leaves=8
num_cat=0
split_feature=4 16 2 52 13 0 49
split_gain=1.83946e-05 2.79467e-05 3.77308e-05 5.74023e-05 5.09789e-05 6.31102e-05 4.01121e-05
threshold=0.27287000000000006 -0.36241499999999999 0.11093500000000002 0.10160000000000001 -0.084034999999999985 -0.053834999999999994 -0.00064499999999999985
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 6 -6
right_child=-2 2 -4 -5 5 -7 -8
leaf_value=-0.017198190675335776 0.010123740108959903 0.020469786020546322 0.015009611723533137 -0.025039913933875224 -0.01141287452117867 -0.025316096686920767 0.012649797954450091
leaf_weight=0.0010465999313656275 0.001497380739873099 0.0010759988484744876 0.0014056862591179361 0.0010020298648498504 0.0011237518790135803 0.0010338382709168936 0.0018063242632842002
leaf_count=139 352 527 345 392 206 213 947
internal_value=0 -0.00189711 0.000253125 -0.00318004 0.00116611 -0.00407384 0.00342121
internal_weight=0 0.00849423 0.00744763 0.00604194 0.00503991 0.00396391 0.00293008
internal_count=3121 2769 2630 2285 1893 1366 1153
is_linear=0
shrinkage=0.1


Tree=5409
num_leaves=9
num_cat=0
split_feature=4 0 1 2 3 16 52 52
split_gain=3.90177e-05 8.92953e-05 5.5002e-05 5.7314e-05 0.000103676 3.98551e-05 3.49882e-05 2.94658e-05
threshold=-0.49405499999999997 -1.0000000180025095e-35 0.077565000000000009 1.0000000180025095e-35 0.013900000000000001 -0.056919999999999991 -0.0064899999999999992 0.081010000000000013
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 7 5 -5 -4 -6 -2
right_child=1 -3 3 4 6 -7 -8 -9
leaf_value=-0.00036894452932323066 -0.0005588553109755407 0.00052844576128205736 2.8110223661206716e-05 0.000703383918429487 -0.00019126529728494805 -0.00044684056684097395 0.00022387042915790464 -8.444243333975571e-05
leaf_weight=0.001039320235852347 0.0010128274701374325 0.001216639035152847 0.0015933356083102067 0.0011083211901856162 0.0016463623373798031 0.0011840756917208572 0.0014842393568613999 0.0010006247236393172
leaf_count=156 829 186 349 270 151 300 158 722
internal_value=0 2.97728e-05 -3.74165e-05 4.45612e-05 0.00018801 -0.000174372 5.55335e-06 -0.000323086
internal_weight=0 0.0102464 0.00902979 0.00701633 0.00423892 0.00277741 0.0031306 0.00201345
internal_count=3121 2965 2779 1228 579 649 309 1551
is_linear=0
shrinkage=0.00196078


Tree=5410
num_leaves=10
num_cat=0
split_feature=48 48 1 4 4 0 42 2 2
split_gain=5.5493e-05 8.54306e-05 7.15979e-05 8.71238e-05 5.89401e-05 6.09756e-05 5.76692e-05 6.68833e-05 0.000150895
threshold=0.11951500000000001 0.092475000000000016 0.111945 0.23246000000000003 -0.0016099999999999997 -0.10224499999999999 0.086325000000000013 0.098260000000000014 0.086285000000000014
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 4 -4 6 -6 7 8 -1
right_child=-2 -3 3 -5 5 -7 -8 -9 -10
leaf_value=0.00045959779173376184 -0.00044129073356171511 0.0004998712366336281 -0.00010717576209437517 0.00070333628255627811 -0.00060831962415727888 -3.1393470320337948e-05 -0.00034757030689256378 0.00054524663724699887 -0.00056207808042770294
leaf_weight=0.0011223435848939851 0.001047554973349219 0.0013140939142498786 0.001036830512019477 0.0010032863006058899 0.0015444829374848821 0.0012947908723716251 0.0012319106135321536 0.0010974332330819327 0.0011010026916010798
leaf_count=500 114 251 126 248 214 363 680 222 403
internal_value=0 3.14892e-05 -3.37666e-05 0.000291417 -0.000123514 -0.000345225 1.47547e-05 0.000149166 -4.63368e-05
internal_weight=0 0.0107462 0.00943208 0.00204012 0.00739196 0.00283927 0.00455269 0.00332078 0.00222335
internal_count=3121 3007 2756 374 2382 577 1805 1125 903
is_linear=0
shrinkage=0.00196078


Tree=5411
num_leaves=7
num_cat=0
split_feature=4 151 12 12 160 1
split_gain=1.5143e-05 3.00569e-05 3.56625e-05 4.81218e-05 3.53103e-05 4.18986e-05
threshold=0.27287000000000006 -0.024429999999999997 0.088305000000000008 0.092355000000000007 1.0000000180025095e-35 0.080000000000000016
decision_type=2 2 2 2 2 2
left_child=1 -1 4 -4 5 -3
right_child=-2 2 3 -5 -6 -7
leaf_value=0.011817311150178166 0.0091523217582513069 0.010816122654485767 0.018994357632117393 -0.0061955689988936469 -0.026930574550080206 -0.014103290626084397
leaf_weight=0.0013731381865338078 0.0015039971022779751 0.0010509492714725261 0.0012326428286068862 0.0019710996886593496 0.0010011319333692857 0.00188475017018018
leaf_count=451 352 570 420 805 200 323
internal_value=0 -0.00173215 -0.00433773 0.00349628 -0.0107129 -0.0051824
internal_weight=0 0.00851371 0.00714057 0.00320374 0.00393683 0.0029357
internal_count=3121 2769 2318 1225 1093 893
is_linear=0
shrinkage=0.1


Tree=5412
num_leaves=7
num_cat=0
split_feature=1 0 15 3 2 0
split_gain=1.45516e-05 5.42795e-05 3.45878e-05 5.87526e-05 5.53411e-05 1.78596e-05
threshold=0.077565000000000009 0.024095000000000002 0.035560000000000008 -0.10519499999999998 0.098035000000000011 -0.10224499999999999
decision_type=2 2 2 2 2 2
left_child=1 -1 3 -2 5 -5
right_child=2 -3 -4 4 -6 -7
leaf_value=-0.017064408809596209 0.026339861141600508 0.0086265742738815699 -0.013795206344847636 -0.016613945270461127 0.014084141874502168 -0.00023149778141257353
leaf_weight=0.0018264574032270018 0.0011118685689124946 0.0014959552480654447 0.0010785341203610761 0.0013486929680602761 0.001823052132994257 0.0013135603473292468
leaf_count=1553 222 83 400 121 363 379
internal_value=0 -0.00549674 0.00260239 0.00576208 0.000661031 -0.00853082
internal_weight=0 0.00332241 0.00667571 0.00559717 0.00448531 0.00266225
internal_count=3121 1636 1485 1085 863 500
is_linear=0
shrinkage=0.1


Tree=5413
num_leaves=9
num_cat=0
split_feature=14 15 52 13 13 4 51 16
split_gain=5.98045e-05 8.2592e-05 6.21338e-05 8.62987e-05 8.45146e-05 6.73803e-05 4.28048e-05 5.6714e-05
threshold=-1.0000000180025095e-35 -0.10653 0.11434500000000002 -0.095304999999999987 -0.033284999999999988 0.053925000000000008 1.0000000180025095e-35 0.0065250000000000004
decision_type=2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 -5 6 7 -6
right_child=1 2 -4 4 5 -7 -8 -9
leaf_value=-0.00046304706497969628 0.00044397784084632358 0.00040518771080374187 -0.00046580556881857895 -0.00057988089810278296 4.9471178361305679e-05 -0.00043368155583257669 -0.00017198628445057261 0.00063284696713351016
leaf_weight=0.0010435592999227033 0.0015693843360146528 0.0017338461344528627 0.0011659975044486289 0.0011100724639837431 0.0016835357699856871 0.0010065618731643668 0.0012090554798798903 0.0010343283405837823
leaf_count=161 388 200 377 945 532 140 162 216
internal_value=0 2.90938e-05 -4.37099e-05 1.95712e-05 -9.1059e-05 1.89298e-05 0.000134945 0.000271485
internal_weight=0 0.0105128 0.0089434 0.0077774 0.00604355 0.00493348 0.00392692 0.00271786
internal_count=3121 2960 2572 2195 1995 1050 910 748
is_linear=0
shrinkage=0.00196078


Tree=5414
num_leaves=8
num_cat=0
split_feature=14 15 52 13 13 15 15
split_gain=5.00476e-05 0.000104565 6.07489e-05 0.000102685 0.000112874 5.83444e-05 0.000108121
threshold=-1.0000000180025095e-35 -0.10653 0.11434500000000002 -0.095304999999999987 -0.033284999999999988 0.035560000000000008 -0.037864999999999989
decision_type=2 2 2 2 2 2 2
left_child=-1 -2 3 -3 -5 6 -6
right_child=1 2 -4 4 5 -7 -8
leaf_value=-0.00041741088327329511 0.00050005067300437547 0.00043963123210464877 -0.0004629273685046308 -0.00067053121818739581 -0.00019968879529015323 -0.00032688678524615377 0.00048071632246180667
leaf_weight=0.0010256834079835778 0.0015873500916194399 0.0017178644868210604 0.0011684364151366153 0.0011037176646237472 0.0017318420134214065 0.0013352045844307664 0.0018647120076170371
leaf_count=161 388 200 377 945 284 509 257
internal_value=0 3.63599e-05 -4.61393e-05 1.66711e-05 -0.000103715 2.31372e-05 0.000153082
internal_weight=0 0.0105091 0.00892178 0.00775334 0.00603548 0.00493176 0.00359655
internal_count=3121 2960 2572 2195 1995 1050 541
is_linear=0
shrinkage=0.00196078


Tree=5415
num_leaves=8
num_cat=0
split_feature=11 13 12 0 151 4 1
split_gain=1.69287e-05 3.40029e-05 5.57105e-05 7.26755e-05 5.15722e-05 4.89728e-05 1.71356e-05
threshold=0.078340000000000007 -0.094514999999999988 -0.010834999999999999 -0.053834999999999994 -0.0083949999999999979 0.053180000000000012 0.088485000000000022
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -3 4 -4 6 -6
right_child=-2 2 3 -5 5 -7 -8
leaf_value=0.012888616006346049 -0.01239543456024173 0.019794883875146677 -0.018632527732068815 -0.026822944605765699 0.0046953086628494078 0.018731964683341425 -0.013755815884241705
leaf_weight=0.0019714611443996301 0.0010063514240052198 0.0010081703058967603 0.0011264696712052608 0.001273280695492411 0.001000908752976884 0.001630441638663565 0.0010124823439962545
leaf_count=334 208 320 332 274 1106 230 317
internal_value=0 0.00127863 -0.00196718 -0.00559746 6.80151e-05 0.00584918 -0.00458328
internal_weight=0 0.00902321 0.00705175 0.00604358 0.0047703 0.00364383 0.00201339
internal_count=3121 2913 2579 2259 1985 1653 1423
is_linear=0
shrinkage=0.1


Tree=5416
num_leaves=8
num_cat=0
split_feature=12 156 16 43 2 4 52
split_gain=1.54722e-05 3.11797e-05 3.73053e-05 6.27619e-05 6.18034e-05 6.63287e-05 3.60377e-05
threshold=0.10711000000000002 0.084085000000000007 0.23311500000000004 -0.092909999999999979 0.088225000000000012 0.23246000000000003 -0.0027449999999999996
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 -1 -5 6 -6
right_child=-2 -3 -4 4 5 -7 -8
leaf_value=-0.02263992663013413 -0.01129549906525045 -0.015217245389967085 0.018838956944032016 -0.010976413214879577 0.0055129972769166992 -0.0092127699544983233 0.029126947141307022
leaf_weight=0.0010059703525418795 0.0010961807522053202 0.0010134217878215975 0.0013082382354682887 0.0017646107046554913 0.0010539410553192363 0.0010881474964927764 0.0016708418774192954
leaf_count=302 285 425 253 1023 223 204 406
internal_value=0 0.001295 0.00341543 0.000350551 0.00449713 0.0116582 0.0199931
internal_weight=0 0.00890517 0.00789175 0.00658351 0.00557754 0.00381293 0.00272478
internal_count=3121 2836 2411 2158 1856 833 629
is_linear=0
shrinkage=0.1


Tree=5417
num_leaves=8
num_cat=0
split_feature=1 0 3 2 151 1 1
split_gain=1.64304e-05 4.89161e-05 3.20248e-05 3.60326e-05 3.36323e-05 0.000104691 8.00183e-05
threshold=0.077565000000000009 0.024095000000000002 0.097915000000000016 0.11448000000000001 -0.016164999999999995 0.10937500000000001 0.090840000000000018
decision_type=2 2 2 2 2 2 2
left_child=1 -1 4 -4 -2 6 -6
right_child=2 -3 3 -5 5 -7 -8
leaf_value=-0.01682333295312733 0.023267590631952745 0.0076281545674238352 -0.018562723015056279 0.0070207146638712878 0.0098362446972815043 0.027466035775349801 -0.027960241109314995
leaf_weight=0.0018211233774830552 0.0010561313637381517 0.0014855887659317151 0.0012195980114420458 0.0010035120092517572 0.0010824619934824283 0.0011426228406286702 0.0011607801792516516
leaf_count=1553 232 83 139 159 316 277 362
internal_value=0 -0.00583814 0.00278389 -0.00701436 0.00768767 0.00282793 -0.00972179
internal_weight=0 0.00330671 0.00666511 0.00222311 0.004442 0.00338587 0.00224324
internal_count=3121 1636 1485 298 1187 955 678
is_linear=0
shrinkage=0.1


Tree=5418
num_leaves=8
num_cat=0
split_feature=12 3 12 43 43 52 16
split_gain=1.52358e-05 2.66378e-05 4.10454e-05 4.01131e-05 6.5855e-05 8.00072e-05 3.22526e-05
threshold=0.10711000000000002 0.13524500000000003 0.092355000000000007 -0.092909999999999979 -0.063379999999999978 -0.0064899999999999992 -0.091354999999999978
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 -1 -5 -6 -7
right_child=-2 -3 -4 4 5 6 -8
leaf_value=-0.013757293214278278 -0.011220306143378192 0.016523287613187932 -0.01685671341950724 0.02861674322957708 -0.017172406730010008 0.00022199925878058112 0.022195540108807612
leaf_weight=0.0012230803432138138 0.0010905877395532794 0.0010180479366146246 0.0013056448891609939 0.0010608501692258047 0.0015681474513108964 0.0013271750094865642 0.0013448669318906412
leaf_count=264 285 179 634 722 300 283 454
internal_value=0 0.00130656 -0.000671957 0.00256703 0.00633345 0.000758413 0.0112815
internal_weight=0 0.00884781 0.00782976 0.00652412 0.00530104 0.00424019 0.00267204
internal_count=3121 2836 2657 2023 1759 1037 737
is_linear=0
shrinkage=0.1


Tree=5419
num_leaves=7
num_cat=0
split_feature=52 160 15 42 0 15
split_gain=1.55734e-05 6.0506e-05 4.03704e-05 2.91918e-05 4.60377e-05 5.42404e-05
threshold=-0.046924999999999988 -1.0000000180025095e-35 -0.089964999999999976 0.08623500000000002 -0.077809999999999976 -0.10091499999999999
decision_type=2 2 2 2 2 2
left_child=2 -2 -1 4 5 -3
right_child=1 3 -4 -5 -6 -7
leaf_value=0.022333359485440671 -0.022237483407588705 0.0025047611544035883 -0.0023149125615435995 0.012033080851102296 0.010674040108228535 -0.028084994663426583
leaf_weight=0.0010024245958511931 0.0012855160000308325 0.0012235779054878956 0.0019711232492412604 0.0018665132034787636 0.0014591765120956631 0.0011014609103590037
leaf_count=259 743 168 694 511 201 545
internal_value=0 -0.00265579 0.00599436 0.00179896 -0.00324888 -0.0119868
internal_weight=0 0.00693624 0.00297355 0.00565073 0.00378422 0.00232504
internal_count=3121 2168 953 1425 914 713
is_linear=0
shrinkage=0.1


Tree=5420
num_leaves=9
num_cat=0
split_feature=14 15 52 13 13 4 2 4
split_gain=5.41188e-05 9.75976e-05 5.70068e-05 6.68131e-05 9.14942e-05 5.99322e-05 3.27679e-05 5.86348e-05
threshold=-1.0000000180025095e-35 -0.10653 0.11434500000000002 -0.095304999999999987 -0.033284999999999988 0.033845000000000007 0.088225000000000012 -0.082249999999999976
decision_type=2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 -5 6 -6 -8
right_child=1 2 -4 4 5 -7 7 -9
leaf_value=-0.0004464681770311488 0.0004755217039501811 0.00035647418664192079 -0.00046075530338800832 -0.00059552187568417654 -9.0650458862069402e-05 -0.0002960709224141114 -2.8324188274501433e-05 0.0006149125500402537
leaf_weight=0.001003100073656441 0.0016020648126093785 0.0016729000432316081 0.0011351849220400737 0.0011075053110257832 0.0011671840335649468 0.0015059514123292959 0.0010175147999678356 0.0011728866527623803
leaf_count=161 388 200 377 945 474 166 196 214
internal_value=0 3.0469e-05 -5.07468e-05 1.01427e-05 -8.68886e-05 2.89354e-05 0.000174708 0.000316108
internal_weight=0 0.0103812 0.00877913 0.00764394 0.00597104 0.00486354 0.00335759 0.0021904
internal_count=3121 2960 2572 2195 1995 1050 884 410
is_linear=0
shrinkage=0.00196078


Tree=5421
num_leaves=7
num_cat=0
split_feature=1 4 150 3 1 4
split_gain=1.50129e-05 4.35663e-05 2.75971e-05 6.41149e-05 4.182e-05 2.89115e-05
threshold=0.077565000000000009 -0.082109999999999975 0.081835000000000019 0.10732000000000001 0.10752500000000002 -0.0024449999999999997
decision_type=2 2 2 2 2 2
left_child=1 -1 3 4 5 -2
right_child=2 -3 -4 -5 -6 -7
leaf_value=0.0050293446358936214 0.0084554975716093564 -0.018065089213540733 0.014495078934622041 -0.018796967364178581 0.019116372073563016 -0.014553847641914423
leaf_weight=0.0017767443239523758 0.0011327986487714181 0.0015119344817683962 0.0015219693435733943 0.001431693066111607 0.0014830541374750415 0.001054364048497171
leaf_count=424 542 1212 301 183 303 156
internal_value=0 -0.00558807 0.00267721 -0.000848222 0.0061533 -0.0026366
internal_weight=0 0.00328868 0.00662388 0.00510191 0.00367022 0.00218716
internal_count=3121 1636 1485 1184 1001 698
is_linear=0
shrinkage=0.1


Tree=5422
num_leaves=10
num_cat=0
split_feature=0 52 16 0 4 15 2 0 0
split_gain=3.48266e-05 5.56331e-05 6.93928e-05 5.71743e-05 6.38907e-05 5.40414e-05 5.49968e-05 0.000105139 2.56574e-05
threshold=0.15398500000000004 0.15915500000000002 0.26676500000000009 -0.077999999999999986 -0.04890499999999999 -0.11713499999999999 0.092875000000000013 -0.10607499999999999 -0.043914999999999989
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 -6 7 -7 -5
right_child=-2 -3 -4 8 5 6 -8 -9 -10
leaf_value=-0.00047573525881381573 0.00033742998427170845 -0.00047646137504871796 -0.00046750768531687506 0.00056636201735185622 -0.00027250147892901653 0.0007037392255613632 -0.00016556157395290243 -0.00011034560401738398 0.00013404150465095774
leaf_weight=0.0010221305489073939 0.0010288678329214611 0.0010159616432127939 0.0010491261020592413 0.0010349662662596448 0.0013523454553402122 0.0014082648952926419 0.0011625867788862417 0.0010759373130057653 0.001077031167281239
leaf_count=684 60 360 356 396 291 93 253 408 220
internal_value=0 -4.10794e-05 7.09237e-06 6.8312e-05 -2.90525e-05 6.22769e-05 0.000186423 0.000351149 0.000345896
internal_weight=0 0.0101984 0.00918239 0.00813326 0.00602126 0.00499913 0.00364679 0.0024842 0.002112
internal_count=3121 3061 2701 2345 1729 1045 754 501 616
is_linear=0
shrinkage=0.00196078


Tree=5423
num_leaves=8
num_cat=0
split_feature=12 3 12 43 43 52 0
split_gain=1.58701e-05 2.60894e-05 3.70993e-05 3.66828e-05 5.41466e-05 7.77494e-05 2.64632e-05
threshold=0.10711000000000002 0.13524500000000003 0.092355000000000007 -0.092909999999999979 -0.063379999999999978 -0.0064899999999999992 -0.13843999999999998
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 -1 -5 -6 -7
right_child=-2 -3 -4 4 5 6 -8
leaf_value=-0.013148789306111582 -0.011463183303266828 0.016413168231344585 -0.016017190532807958 0.026405651845643224 -0.016629617619444044 0.024187161619646659 0.0036509194589820337
leaf_weight=0.0012221573336425135 0.0010872289824718261 0.0010162379869583125 0.001303692607018102 0.0010497950784434801 0.0015686918661443477 0.0010098320881116733 0.0016572512047773329
leaf_count=264 285 179 634 722 300 132 605
internal_value=0 0.00134096 -0.00061988 0.00246466 0.00607489 0.00103611 0.0114265
internal_weight=0 0.00882766 0.00781142 0.00650773 0.00528557 0.00423578 0.00266708
internal_count=3121 2836 2657 2023 1759 1037 737
is_linear=0
shrinkage=0.1


Tree=5424
num_leaves=10
num_cat=0
split_feature=14 15 47 52 3 52 15 0 16
split_gain=5.87358e-05 6.79754e-05 6.03863e-05 7.6132e-05 7.33257e-05 9.01545e-05 6.1342e-05 5.97776e-05 6.75502e-05
threshold=-1.0000000180025095e-35 -0.10653 0.096175000000000024 0.11434500000000002 0.10542000000000001 -0.088204999999999992 0.088655000000000025 -0.077999999999999986 -0.088704999999999992
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 5 -3 7 8 -7
right_child=1 2 -4 -5 -6 6 -8 -9 -10
leaf_value=-0.00045111550553618576 0.0004104333956299938 -0.00050382385220165997 -0.00047233905598717183 -0.00047403529889653722 0.00052286429824272723 0.00042749264119950128 -0.00026728257581138401 0.00060853416172237473 -0.00027930753219443285
leaf_weight=0.0010447480436342098 0.0015853099682829287 0.0010781571961419869 0.001048174731944543 0.0010077654045555027 0.0012969373743709281 0.0010039507002463891 0.0011230397675248182 0.0012168414219721237 0.0010781663267395735
leaf_count=161 388 502 150 352 127 262 414 173 592
internal_value=0 3.65132e-05 -3.04446e-05 2.89008e-05 0.000103468 4.57457e-06 0.000128531 0.000263274 6.14959e-05
internal_weight=0 0.0104383 0.00885303 0.00780486 0.00679709 0.00550016 0.004422 0.00329896 0.00208212
internal_count=3121 2960 2572 2422 2070 1943 1441 1027 854
is_linear=0
shrinkage=0.00196078


Tree=5425
num_leaves=8
num_cat=0
split_feature=131 150 15 16 0 3 0
split_gain=1.65275e-05 2.9703e-05 5.04852e-05 5.42009e-05 6.53026e-05 3.17214e-05 1.66424e-05
threshold=0.084390000000000007 0.081835000000000019 -0.037864999999999989 -0.008904999999999998 0.047850000000000011 0.095270000000000007 -0.086234999999999992
decision_type=2 2 2 2 2 2 2
left_child=1 2 5 6 -5 -1 -4
right_child=-2 -3 3 4 -6 -7 -8
leaf_value=-0.0024909050507859335 -0.012251244066824119 0.013687188045722668 -0.016296228462012018 0.028794637919273749 -0.002880655470498148 -0.024419398212425225 0.0017947064418209872
leaf_weight=0.0014654852897183265 0.0010001298189908419 0.0015916692488189589 0.0010291449621145296 0.0014311565823439407 0.0011937624189965537 0.0011997418704818418 0.0010051554865000241
leaf_count=759 492 361 305 320 164 120 600
internal_value=0 0.00130569 -0.00138492 0.0048943 0.0143893 -0.0123619 -0.00735743
internal_weight=0 0.00891612 0.00732445 0.00465922 0.00262492 0.00266523 0.0020343
internal_count=3121 2629 2268 1389 484 879 905
is_linear=0
shrinkage=0.1


Tree=5426
num_leaves=7
num_cat=0
split_feature=4 42 49 160 0 52
split_gain=1.42632e-05 2.50519e-05 4.42146e-05 5.86555e-05 5.50009e-05 4.75682e-05
threshold=0.27287000000000006 0.092395000000000019 -0.00064499999999999985 0.079055000000000014 -0.10011499999999998 0.083680000000000018
decision_type=2 2 2 2 2 2
left_child=1 2 3 -1 -4 -6
right_child=-2 -3 4 -5 5 -7
leaf_value=-0.026445486298681421 0.0089935379455387578 -0.01471702168496284 0.020622650408235094 0.0056990839849468738 -0.014370078308934843 0.01001733553371667
leaf_weight=0.0011731939205521609 0.0014812052137855867 0.0012490165750869966 0.001683741349733136 0.0010998387154711065 0.0015395149313531262 0.0016645994288687926
leaf_count=341 352 535 247 178 844 624
internal_value=0 -0.00164857 0.000630857 -0.0108919 0.00598936 -0.00170034
internal_weight=0 0.0084099 0.00716089 0.00227303 0.00488786 0.00320411
internal_count=3121 2769 2234 519 1715 1468
is_linear=0
shrinkage=0.1


Tree=5427
num_leaves=9
num_cat=0
split_feature=4 0 157 13 13 2 2 4
split_gain=4.16037e-05 8.6448e-05 4.12406e-05 5.04626e-05 5.57124e-05 5.19508e-05 5.1319e-05 6.07921e-05
threshold=-0.49405499999999997 -1.0000000180025095e-35 -0.071119999999999989 -0.012549999999999997 -0.086919999999999983 0.11215000000000001 0.089885000000000007 0.053180000000000012
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 -4 6 7 -5
right_child=1 -3 3 5 -6 -7 -8 -9
leaf_value=-0.00038789813518795801 0.00033381191440558315 0.00052067893877596702 -0.00012459467631278288 -0.00059808163058745138 0.0003844850719319805 -0.00055816928008353228 0.00024055335987572011 4.84333847372804e-05
leaf_weight=0.0010187492855219032 0.0010169105285001276 0.0012060418138451481 0.0018907360862322102 0.0010879264014942345 0.0014683537094900539 0.001255874437832261 0.0011728054152892282 0.0011505323664612876
leaf_count=156 357 186 573 451 920 175 250 53
internal_value=0 2.75719e-05 -3.81916e-05 -8.53238e-05 9.79386e-05 -0.000217224 -9.17028e-05 -0.000265783
internal_weight=0 0.0102492 0.00904314 0.00802623 0.00335909 0.00466714 0.00341126 0.00223846
internal_count=3121 2965 2779 2422 1493 929 754 504
is_linear=0
shrinkage=0.00196078


Tree=5428
num_leaves=10
num_cat=0
split_feature=133 13 50 3 47 0 49 15 1
split_gain=0.00011203 8.02094e-05 5.45682e-05 6.20481e-05 0.000115194 0.000130121 7.18158e-05 7.82843e-05 3.23746e-05
threshold=0.10622000000000002 -0.23438999999999996 0.07826000000000001 -0.10519499999999998 0.10621500000000002 -0.10011499999999998 -0.054319999999999993 -0.095869999999999983 0.078340000000000007
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 3 8 5 6 -5 -8 -3
right_child=-2 2 -4 4 -6 -7 7 -9 -10
leaf_value=0.00054660275928755241 -0.00062720992059736764 6.1691171263995298e-05 -0.00043259500161482272 -0.0001240653641868098 -0.00064173293266085328 -0.00034433243203771087 0.00017437671131064934 0.00090316804819393711 0.00053214157746625014
leaf_weight=0.0011453103035319835 0.0010089935747510737 0.0010032495291506342 0.0010137746886362117 0.0010588601045235365 0.0010590476487597053 0.0018910862692618079 0.0012965670018113421 0.0010066058890293409 0.0012798000073238718
leaf_count=157 435 85 476 116 125 1287 129 87 224
internal_value=0 5.61145e-05 -2.34759e-06 4.83985e-05 -5.17937e-05 6.71401e-05 0.000298586 0.000492896 0.00032541
internal_weight=0 0.0107543 0.00960899 0.00859522 0.00631217 0.00525312 0.00336203 0.00230317 0.00228305
internal_count=3121 2686 2529 2053 1744 1619 332 216 309
is_linear=0
shrinkage=0.00196078


Tree=5429
num_leaves=7
num_cat=0
split_feature=52 12 1 3 0 4
split_gain=1.55312e-05 4.25608e-05 6.49831e-05 0.000150634 4.47169e-05 0.000128872
threshold=0.11434500000000002 0.097825000000000009 0.11181500000000001 0.090900000000000009 -0.084269999999999984 0.053180000000000012
decision_type=2 2 2 2 2 2
left_child=1 2 3 4 5 -1
right_child=-2 -3 -4 -5 -6 -7
leaf_value=-0.041195438715766391 -0.009522919819331857 0.016068158005218956 -0.020025527449157025 0.035227823044495322 0.0052263300285392885 0.0079664009575872424
leaf_weight=0.0010250910821764533 0.0014762764354048956 0.0016377337391838337 0.0015310205282174118 0.0011587165726741899 0.0019839996153384852 0.0011112453573198316
leaf_count=734 501 409 311 139 859 168
internal_value=0 0.0015942 -0.00188659 0.00337402 -0.00558387 -0.0156232
internal_weight=0 0.00844781 0.00681007 0.00527905 0.00412034 0.00213634
internal_count=3121 2620 2211 1900 1761 902
is_linear=0
shrinkage=0.1


Tree=5430
num_leaves=8
num_cat=0
split_feature=12 3 12 3 1 0 15
split_gain=1.64339e-05 2.52469e-05 3.11619e-05 3.09362e-05 8.85583e-05 5.361e-05 4.19854e-05
threshold=0.10711000000000002 0.13524500000000003 0.092355000000000007 0.10732000000000001 0.094385000000000011 -0.10224499999999999 0.083935000000000023
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 4 5 -1 -7
right_child=-2 -3 -4 -5 -6 6 -8
leaf_value=-0.018526865038366321 -0.011656151525990021 0.016170693740657851 -0.014660264975900476 -0.0134439192045689 0.026692804562481395 -0.0039275724166746529 0.022027100256824431
leaf_weight=0.001350865952752927 0.0010867966118729951 0.0010200039413397867 0.0013047421707735223 0.0010483992491971961 0.0014281873275340867 0.0016356348832752385 0.0010069569001160995
leaf_count=234 285 179 634 81 390 730 588
internal_value=0 0.00137843 -0.000562225 0.00228077 0.0053215 -0.00232156 0.00596243
internal_weight=0 0.00879479 0.00777479 0.00647004 0.00542165 0.00399346 0.00264259
internal_count=3121 2836 2657 2023 1942 1552 1318
is_linear=0
shrinkage=0.1


Tree=5431
num_leaves=10
num_cat=0
split_feature=0 52 16 0 4 15 3 16 1
split_gain=5.59769e-05 7.61107e-05 5.61621e-05 7.09636e-05 5.80431e-05 4.6345e-05 5.07578e-05 9.93738e-05 3.50302e-05
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decision_type=2 2 2 2 2 2 2 2 2
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right_child=-2 -3 -4 8 5 6 7 -9 -10
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leaf_weight=0.0010027679744279505 0.001043583480878592 0.0010630362640006866 0.0011031016660710312 0.0010162031556142071 0.0014135058048051533 0.0013847452732501449 0.0010621165925628756 0.0013814937523882204 0.0012280902492633416
leaf_count=673 60 360 343 244 295 517 99 152 378
internal_value=0 -5.19151e-05 3.25376e-06 5.73389e-05 -5.01362e-05 3.25454e-05 0.000144575 -2.53844e-05 0.000356383
internal_weight=0 0.0106551 0.00959202 0.00848892 0.00624463 0.00524186 0.00382836 0.00244361 0.00224429
internal_count=3121 3061 2701 2358 1736 1063 768 251 622
is_linear=0
shrinkage=0.00196078


Tree=5432
num_leaves=9
num_cat=0
split_feature=15 151 160 133 0 0 42 4
split_gain=5.00857e-05 5.24115e-05 5.43038e-05 7.19784e-05 6.65748e-05 6.05479e-05 8.01767e-05 8.23445e-05
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decision_type=2 2 2 2 2 2 2 2
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leaf_weight=0.0010339279701038475 0.0010129036320204654 0.0010411817773983882 0.0012036893140039539 0.0012677152616139605 0.0011574267979705781 0.0019081592335046247 0.0010471156004596542 0.0015799301560842861
leaf_count=253 260 482 674 83 167 368 361 473
internal_value=0 -5.26008e-05 -9.91834e-05 -4.54012e-05 3.1162e-05 0.000121657 1.94991e-05 -0.000123344
internal_weight=0 0.0102181 0.00920522 0.00816404 0.00696035 0.00569263 0.0045352 0.00348809
internal_count=3121 2868 2608 2126 1452 1369 1202 841
is_linear=0
shrinkage=0.00196078


Tree=5433
num_leaves=8
num_cat=0
split_feature=484 457 1 4 12 3 2
split_gain=1.78441e-05 3.1581e-05 5.95811e-05 4.68947e-05 7.44104e-05 6.12408e-05 3.22861e-05
threshold=0.084040000000000017 0.045365000000000009 0.12500000000000003 -0.082109999999999975 0.090840000000000018 -0.045649999999999989 0.095195000000000016
decision_type=2 2 2 2 2 2 2
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right_child=-2 -3 -4 4 -6 -7 -8
leaf_value=0.017513354148025097 0.011993672992922554 0.014168860938421549 0.016906419334561138 0.014451899947192457 -0.032826350104352198 -0.015588872805447122 -0.0067086911830868141
leaf_weight=0.0010038392885925286 0.0010919996333373311 0.0011153602988771471 0.0011738491944122582 0.0010677122357477041 0.0013768741323910887 0.0018621148316905179 0.0012179674256443829
leaf_count=486 368 226 224 635 752 261 169
internal_value=0 -0.00155788 -0.00383523 -0.00756466 -0.0136521 -0.00464116 0.00423512
internal_weight=0 0.00881772 0.00770236 0.00652851 0.0043067 0.00292983 0.00222181
internal_count=3121 2753 2527 2303 1648 896 655
is_linear=0
shrinkage=0.1


Tree=5434
num_leaves=7
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split_feature=1 0 4 47 48 47
split_gain=1.61338e-05 4.70139e-05 3.1249e-05 6.20225e-05 6.20818e-05 2.40907e-05
threshold=0.077565000000000009 0.024095000000000002 -0.04890499999999999 0.087235000000000021 0.085130000000000025 0.11069000000000002
decision_type=2 2 2 2 2 2
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leaf_value=-0.016696662233896643 -0.010219122071515277 0.0073549973981378736 0.026722741642681326 -0.016874156819352431 -0.0028384225139909697 0.0044269065067412839
leaf_weight=0.0017927000479064006 0.001443023844497072 0.0014866970350914041 0.0018914296782698362 0.0011070743878490417 0.0011377874118950254 0.00102023978003258
leaf_count=1553 551 83 493 140 177 124
internal_value=0 -0.00579297 0.00278864 0.00642878 0.0156194 -0.00665837
internal_weight=0 0.0032794 0.00659956 0.00515653 0.00302922 0.00212731
internal_count=3121 1636 1485 934 670 264
is_linear=0
shrinkage=0.1


Tree=5435
num_leaves=8
num_cat=0
split_feature=50 3 47 0 49 4 4
split_gain=1.57794e-05 3.31451e-05 5.46123e-05 6.25052e-05 7.50122e-05 3.7678e-05 2.48713e-05
threshold=0.07826000000000001 -0.10519499999999998 0.077555000000000013 -0.10011499999999998 -0.006494999999999999 -0.082109999999999975 -0.07712999999999999
decision_type=2 2 2 2 2 2 2
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right_child=-2 2 -4 5 -6 -7 -8
leaf_value=0.0016635547422777803 -0.011306447374678992 -0.0003250021110464069 -0.016340382024017237 0.0043487493605836739 0.034977188703199429 -0.021257335428922053 0.023547783209898799
leaf_weight=0.0010587610635124298 0.0011061855914164904 0.0014096760732892405 0.0019119823549684934 0.0011741002404117239 0.0010504120463963678 0.001125513449614376 0.0010192717773524528
leaf_count=183 612 190 297 397 197 1081 164
internal_value=0 0.00136955 -0.00206541 0.00366888 0.0147484 -0.00818379 0.0123977
internal_weight=0 0.00874972 0.00667168 0.0047597 0.00246009 0.00229961 0.00207803
internal_count=3121 2509 2162 1865 387 1478 347
is_linear=0
shrinkage=0.1


Tree=5436
num_leaves=7
num_cat=0
split_feature=52 12 1 3 2 3
split_gain=1.51252e-05 4.04617e-05 6.3624e-05 0.000129738 3.83266e-05 5.41739e-05
threshold=0.11434500000000002 0.097825000000000009 0.11181500000000001 0.090900000000000009 0.088225000000000012 -0.080934999999999993
decision_type=2 2 2 2 2 2
left_child=1 2 3 4 -1 -6
right_child=-2 -3 -4 -5 5 -7
leaf_value=-0.015690139627712128 -0.0094303244737713784 0.015773057166561768 -0.019853532298526974 0.03320859736667172 0.018699668645590174 -0.012297620715787144
leaf_weight=0.0018259826338273286 0.0014620147095277683 0.0016222608785031569 0.0015160763317414025 0.0011421367769449131 0.0011724182031691119 0.0010861665670097013
leaf_count=1067 501 409 311 139 387 307
internal_value=0 0.00159401 -0.00181736 0.00341427 -0.00491689 0.00379289
internal_weight=0 0.00836504 0.00674278 0.0052267 0.00408457 0.00225858
internal_count=3121 2620 2211 1900 1761 694
is_linear=0
shrinkage=0.1


Tree=5437
num_leaves=8
num_cat=0
split_feature=12 3 43 3 52 13 2
split_gain=1.71977e-05 2.37107e-05 2.88656e-05 7.3315e-05 7.00058e-05 5.24549e-05 3.28578e-05
threshold=0.10711000000000002 0.13524500000000003 -0.063379999999999978 -0.077774999999999983 -0.066844999999999988 -0.014169999999999999 0.091265000000000013
decision_type=2 2 2 2 2 2 2
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right_child=-2 -3 4 -5 5 6 -8
leaf_value=-0.0053894828213784003 -0.011970528150490692 0.015849490017148873 -0.024870075974962894 0.026899657906998227 -0.015887387426774213 0.022771970326091365 -0.00086036880063267401
leaf_weight=0.001785461994239229 0.001075554556122695 0.0010086833950775261 0.0013176977993698468 0.0011601085169713836 0.0010919606112724531 0.001144967729445221 0.001210183333832078
leaf_count=881 285 179 311 391 627 278 169
internal_value=0 0.00143172 -0.000454436 0.00732755 -0.0052652 0.00222899 0.0106286
internal_weight=0 0.00871906 0.00771038 0.00294557 0.00476481 0.00344711 0.00235515
internal_count=3121 2836 2657 1272 1385 1074 447
is_linear=0
shrinkage=0.1


Tree=5438
num_leaves=9
num_cat=0
split_feature=43 52 52 42 1 15 48 16
split_gain=5.9428e-05 8.34389e-05 0.000129912 6.78001e-05 0.000125264 7.31281e-05 0.000100033 7.74289e-05
threshold=0.16180500000000003 0.15915500000000002 0.10024500000000001 0.091295000000000015 1.0000000180025095e-35 0.013270000000000002 0.086260000000000017 -0.056919999999999991
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 6 7 -6
right_child=-2 -3 -4 -5 5 -7 -8 -9
leaf_value=-0.00059016498143531454 -0.00045361447907827724 -0.00049126755771571637 0.00068397726659664146 0.00040694227502635486 0.00072774812440604749 -0.00042030284391044012 -0.00022885394708510023 9.8924555686557807e-05
leaf_weight=0.0014244896926432129 0.0010404143780905874 0.0010384975470570353 0.0012485284373681951 0.0013652508983358928 0.0013283463497069789 0.0010050550019928212 0.001637827625011648 0.0017376805295366603
leaf_count=954 218 344 220 452 177 241 194 321
internal_value=0 3.70889e-05 9.33818e-05 6.61804e-06 -6.99994e-05 5.97925e-05 0.000162373 0.00037136
internal_weight=0 0.0107857 0.00974718 0.00849865 0.0071334 0.00570891 0.00470385 0.00306603
internal_count=3121 2903 2559 2339 1887 933 692 498
is_linear=0
shrinkage=0.00196078


Tree=5439
num_leaves=8
num_cat=0
split_feature=1 43 15 3 2 3 43
split_gain=1.49677e-05 3.73934e-05 2.88718e-05 5.39578e-05 5.24192e-05 0.000106484 1.36723e-05
threshold=0.077565000000000009 0.016310000000000002 0.035560000000000008 -0.10519499999999998 0.089775000000000008 0.10893000000000001 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 -2 6 -6 -5
right_child=2 -3 -4 4 5 -7 -8
leaf_value=-0.014869569852487125 0.025727773006845384 0.0067848554378893812 -0.012292476210439926 -0.019405667581175179 0.03558121796253004 -0.0072743344593274688 -0.0029535959338343994
leaf_weight=0.0018592220382846745 0.0010758982449281494 0.0013963682089150082 0.001071916495148274 0.0010002773642112024 0.0010030554470186149 0.0013739725789461733 0.0010204275112754824
leaf_count=1333 222 303 400 303 223 188 149
internal_value=0 -0.00558168 0.00271546 0.00565451 0.000743614 0.0108098 -0.0110976
internal_weight=0 0.00325559 0.00654555 0.00547363 0.00439773 0.00237703 0.0020207
internal_count=3121 1636 1485 1085 863 411 452
is_linear=0
shrinkage=0.1


Tree=5440
num_leaves=8
num_cat=0
split_feature=12 157 0 42 3 13 0
split_gain=1.54557e-05 2.5948e-05 4.77202e-05 3.81353e-05 0.000105329 7.05631e-05 2.92422e-05
threshold=0.10711000000000002 -1.0000000180025095e-35 -0.019414999999999998 0.091295000000000015 -0.078934999999999991 -0.011914999999999999 -0.15202999999999997
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 -6 -7
right_child=-2 2 -4 -5 5 6 -8
leaf_value=-0.01301578039910356 -0.011367690346590596 -0.031952334631153816 0.018915115866298241 0.015740427230804929 0.025220698191006391 0.003516989037732678 -0.017538680178164415
leaf_weight=0.0010970531769372103 0.0010713511529025751 0.0010853491782919409 0.0015781868854431724 0.0011524171136785199 0.0010639661053035926 0.0016026778873099584 0.0011208954493456672
leaf_count=530 285 1007 217 505 269 122 186
internal_value=0 0.00136132 0.00343569 -0.000618784 -0.00448767 0.00338255 -0.00514854
internal_weight=0 0.00870055 0.00760349 0.00602531 0.00487289 0.00378754 0.00272357
internal_count=3121 2836 2306 2089 1584 577 308
is_linear=0
shrinkage=0.1


Tree=5441
num_leaves=9
num_cat=0
split_feature=43 52 52 1 13 0 1 15
split_gain=5.83781e-05 7.75762e-05 0.000103011 5.52842e-05 6.76456e-05 7.40161e-05 8.62259e-05 5.57224e-05
threshold=0.16180500000000003 0.15915500000000002 0.10024500000000001 0.077565000000000009 -0.0025349999999999995 -0.099059999999999995 0.10920500000000001 -0.055554999999999993
decision_type=2 2 2 2 2 2 2 2
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right_child=-2 -3 -4 4 5 -7 -8 -9
leaf_value=-0.00027281050027328391 -0.00044484235877270353 -0.00047930925909959456 0.00063588988697336969 5.8638329368062619e-05 0.00036722849374328436 -0.00048773793453295354 -0.0003282994114397552 0.00068842532030382545
leaf_weight=0.0019569088068054517 0.0010677081765745533 0.001010416969810521 0.0011732645821864963 0.0010424988823274765 0.0018864917398971892 0.001066879409623057 0.001076227153278353 0.001120879298375625
leaf_count=1170 218 344 220 345 138 294 62 330
internal_value=0 3.67504e-05 9.26795e-05 1.44785e-05 0.000105258 -4.4895e-05 0.000114573 0.000384941
internal_weight=0 0.0103336 0.00932315 0.00814989 0.00619298 0.0040296 0.00296272 0.00216338
internal_count=3121 2903 2559 2339 1169 494 200 675
is_linear=0
shrinkage=0.00196078


Tree=5442
num_leaves=6
num_cat=0
split_feature=1 4 3 12 15
split_gain=1.47564e-05 3.30528e-05 2.53073e-05 3.97686e-05 3.6734e-05
threshold=0.077565000000000009 -0.082109999999999975 0.083060000000000009 0.088365000000000013 -0.074054999999999996
decision_type=2 2 2 2 2
left_child=1 -1 3 -2 -4
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leaf_value=0.0036459630279063581 0.019830338454063744 -0.016633635334521665 0.0048310210301319512 -0.0015788501917396438 -0.017684920376117474
leaf_weight=0.001771646857048074 0.0016427778910915567 0.0014709929522851474 0.0018559474051958423 0.0018388244214716438 0.0011886412918691996
leaf_count=424 519 1212 198 580 188
internal_value=0 -0.00555369 0.00269969 0.00852298 -0.00395945
internal_weight=0 0.00324264 0.00652619 0.0034816 0.00304459
internal_count=3121 1636 1485 1099 386
is_linear=0
shrinkage=0.1


Tree=5443
num_leaves=8
num_cat=0
split_feature=11 48 0 2 52 15 2
split_gain=1.45744e-05 2.55979e-05 9.49938e-05 4.7244e-05 5.14655e-05 7.34572e-05 3.78107e-05
threshold=0.076920000000000002 0.016865000000000002 -0.20211999999999997 0.11293500000000002 0.091820000000000013 0.088235000000000022 0.084055000000000005
decision_type=2 2 2 2 2 2 2
left_child=1 3 -3 4 5 6 -1
right_child=-2 2 -4 -5 -6 -7 -8
leaf_value=1.3388132396207763e-05 -0.011162575219822488 -0.0086483325801354309 0.030732720578888047 0.017481666576125494 -0.023294145017664081 0.021312469207369469 -0.024013955402134381
leaf_weight=0.0017587625698445295 0.0010504704885892406 0.0012968006827246414 0.0011608056131459784 0.001029581051315568 0.0012892567451351748 0.0011253922802312421 0.0010435480028316111
leaf_count=416 226 82 478 335 486 342 756
internal_value=0 0.00130684 0.00995259 -0.0020947 -0.00595815 -0.000267658 -0.00893412
internal_weight=0 0.00870415 0.00245761 0.00624654 0.00521696 0.0039277 0.00280231
internal_count=3121 2895 560 2335 2000 1514 1172
is_linear=0
shrinkage=0.1


Tree=5444
num_leaves=8
num_cat=0
split_feature=50 15 47 3 2 4 0
split_gain=1.38693e-05 2.88982e-05 4.36754e-05 5.06113e-05 5.72191e-05 4.60542e-05 6.53069e-05
threshold=0.07826000000000001 -0.15914499999999995 0.096175000000000024 0.10542000000000001 0.097385000000000013 0.0061450000000000003 -0.077999999999999986
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 4 5 6 -3
right_child=-2 2 -4 -5 -6 -7 -8
leaf_value=0.0172047451470832 -0.010653299285125426 -0.01873956315456185 -0.01776828308279773 0.019794154198648047 -0.019388521568381112 0.019440640859880259 0.015167466714219409
leaf_weight=0.0010101451379258735 0.0010913386808584008 0.0013042651012559342 0.0012645035328257021 0.0013463811987616606 0.0013786782486270958 0.001320201320963743 0.0010063178002904345
leaf_count=306 612 903 188 135 529 181 267
internal_value=0 0.00131147 -0.000795321 0.00258147 -0.00204474 0.00454103 -0.00397219
internal_weight=0 0.00863049 0.00762035 0.00635584 0.00500946 0.00363078 0.00231058
internal_count=3121 2509 2203 2015 1880 1351 1170
is_linear=0
shrinkage=0.1


Tree=5445
num_leaves=8
num_cat=0
split_feature=52 160 15 13 2 52 0
split_gain=1.48967e-05 3.79526e-05 3.45981e-05 5.95444e-05 4.17465e-05 2.95506e-05 2.51568e-05
threshold=-0.081429999999999989 0.050340000000000003 -0.11713499999999999 -0.015874999999999997 0.095195000000000016 -0.22660999999999995 -0.083914999999999976
decision_type=2 2 2 2 2 2 2
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right_child=1 -3 3 4 -6 -7 -8
leaf_value=-0.0044056562311656474 -0.012521713696908014 -0.019732457220879587 0.0025096510183406535 0.022379893615925517 -0.0024367644721925916 0.019448355988888215 -0.019564688264369096
leaf_weight=0.001042483678208569 0.0015125427968998018 0.0010496111394274355 0.0010507378142955734 0.0019479702620786004 0.0010396096239830401 0.0010348634621640085 0.0010149752827790669
leaf_count=405 371 216 559 504 197 366 503
internal_value=0 -0.002076 0.000746556 0.00471799 0.0137443 0.0074776 -0.00833644
internal_weight=0 0.00761545 0.00656584 0.00505329 0.00298758 0.00207735 0.00206571
internal_count=3121 2350 2134 1763 701 771 1062
is_linear=0
shrinkage=0.1


Tree=5446
num_leaves=8
num_cat=0
split_feature=16 4 0 3 15 151 0
split_gain=1.49583e-05 5.74838e-05 7.02674e-05 3.60666e-05 4.47015e-05 3.7581e-05 3.23841e-05
threshold=0.38525000000000004 -0.35136499999999998 -0.060129999999999996 -0.08824499999999999 0.050935000000000008 -0.044604999999999992 -0.17169499999999996
decision_type=2 2 2 2 2 2 2
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right_child=-2 2 -4 4 -6 6 -8
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leaf_weight=0.0010754573784438424 0.00132411257757144 0.0012733178805746171 0.0010129034307655134 0.0010236519472760341 0.0012898313475030406 0.00115869319096417 0.0015117026281081247
leaf_count=142 311 513 258 360 748 92 697
internal_value=0 -0.0015918 0.00160026 -0.00235523 0.00148226 -0.00411393 0.00213091
internal_weight=0 0.00834556 0.0072701 0.0062572 0.00498388 0.00369405 0.0026704
internal_count=3121 2810 2668 2410 1897 1149 789
is_linear=0
shrinkage=0.1


Tree=5447
num_leaves=8
num_cat=0
split_feature=0 1 15 150 16 16 52
split_gain=3.70977e-05 4.89234e-05 4.78217e-05 3.31016e-05 6.85696e-05 7.73159e-05 9.62275e-05
threshold=0.15398500000000004 0.077565000000000009 0.035560000000000008 0.081835000000000019 -0.36241499999999999 -0.056919999999999991 -0.020999999999999994
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 4 -3 -6 -7
right_child=-2 3 -4 -5 5 6 -8
leaf_value=-0.00056108630662279207 0.00035353058133052805 -0.00043976965938653459 -2.6326962364846618e-05 0.00028442462647723925 0.0003836190584213026 0.00019291945500358228 -0.00058110566169823359
leaf_weight=0.0011889694918580053 0.0010137669037256812 0.0012281254510761895 0.0013999717645093326 0.0016679499460547677 0.0018918728673753909 0.0014315167778063801 0.0010859773750081811
leaf_count=816 60 209 776 291 387 370 212
internal_value=0 -4.03056e-05 -0.000271915 4.17732e-05 -3.00194e-05 8.41069e-05 -0.000140974
internal_weight=0 0.00989438 0.00258894 0.00730544 0.00563749 0.00440937 0.00251749
internal_count=3121 3061 1592 1469 1178 969 582
is_linear=0
shrinkage=0.00196078


Tree=5448
num_leaves=8
num_cat=0
split_feature=48 48 1 4 0 42 1
split_gain=6.91513e-05 0.000104071 7.12427e-05 6.65814e-05 7.93303e-05 5.45814e-05 6.1718e-05
threshold=0.11951500000000001 0.092475000000000016 0.111945 -0.0016099999999999997 -0.10224499999999999 0.086325000000000013 0.086105000000000015
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 5 -5 6 -1
right_child=-2 -3 -4 4 -6 -7 -8
leaf_value=-6.210163092244155e-05 -0.00050089376378823478 0.00056636929510346862 0.00029095427718841578 -0.00068459207527906676 -8.0985290359887492e-06 -0.00034084858885667803 0.0004983034053801038
leaf_weight=0.0019793985277259708 0.001016708389426837 0.001246147058937914 0.0019773865850835747 0.0014487122885696634 0.0012342528031042948 0.0011844778521616257 0.0012220111439708537
leaf_count=797 114 251 374 214 363 680 328
internal_value=0 3.51344e-05 -3.80448e-05 -0.000130077 -0.000373383 1.87604e-05 0.000151811
internal_weight=0 0.0102924 0.00904624 0.00706885 0.00268297 0.00438589 0.00320141
internal_count=3121 3007 2756 2382 577 1805 1125
is_linear=0
shrinkage=0.00196078


Tree=5449
num_leaves=8
num_cat=0
split_feature=457 15 43 3 16 16 3
split_gain=1.57085e-05 4.0133e-05 4.06596e-05 4.60966e-05 4.02279e-05 9.47916e-05 3.80803e-05
threshold=0.069910000000000014 0.090615000000000015 -0.074359999999999996 -0.07908999999999998 -0.056919999999999991 -0.11676499999999999 0.092670000000000016
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 -1 5 -4 -6
right_child=-2 -3 4 -5 6 -7 -8
leaf_value=0.00026638296408902228 0.010422070005495533 -0.019184412502772186 -0.013536963887823827 0.028072462161946213 -0.028497137820878496 0.02403726576186091 -0.0018187244594401774
leaf_weight=0.0014692297365655801 0.0012507058505811528 0.0011234558962920872 0.0014454905576673656 0.0010033417481878585 0.0010144320846754862 0.001253777684568635 0.0011321532019049618
leaf_count=688 267 534 282 287 425 534 104
internal_value=0 -0.00158648 0.00111499 0.0115498 -0.0042093 0.00391581 -0.0144264
internal_weight=0 0.00844188 0.00731843 0.00247257 0.00484585 0.00269927 0.00214659
internal_count=3121 2854 2320 975 1345 816 529
is_linear=0
shrinkage=0.1


Tree=5450
num_leaves=9
num_cat=0
split_feature=0 1 15 3 2 3 16 51
split_gain=2.90212e-05 5.64403e-05 6.23093e-05 3.39718e-05 6.96154e-05 5.90485e-05 3.98407e-05 3.1404e-05
threshold=0.15398500000000004 0.077565000000000009 0.035560000000000008 0.083060000000000009 0.082850000000000021 -0.078934999999999991 -0.062804999999999986 0.082455000000000014
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 -3 7 -5
right_child=-2 3 -4 6 -6 -7 -8 -9
leaf_value=-0.00061505180207952577 0.00031003591400099003 -0.00035766673992979596 -3.7477218786153179e-06 -0.00016804761187414366 0.00055200144310422203 0.00024315479781879184 -0.00035737166315569842 0.00031927478608189828
leaf_weight=0.0011965129365709708 0.0010138015324250354 0.0010825707273410408 0.0013809142258371086 0.0010026394246824347 0.0012702686010320459 0.0015006793309651633 0.0013300403135189931 0.0010313963206871057
leaf_count=816 60 362 776 131 385 339 163 89
internal_value=0 -3.84599e-05 -0.000287532 5.04845e-05 0.000176174 -8.63337e-06 -9.34911e-05 7.90584e-05
internal_weight=0 0.00979502 0.00257743 0.00721759 0.00385352 0.00258325 0.00336408 0.00203404
internal_count=3121 3061 1592 1469 1086 701 383 220
is_linear=0
shrinkage=0.00196078


Tree=5451
num_leaves=10
num_cat=0
split_feature=0 16 52 0 0 2 3 0 16
split_gain=4.24739e-05 6.33179e-05 5.3447e-05 8.65632e-05 9.0756e-05 5.57153e-05 7.45292e-05 2.2917e-05 2.16263e-05
threshold=0.15398500000000004 0.26799500000000004 0.15116000000000002 -0.077999999999999986 -0.10011499999999998 0.11215000000000001 0.090900000000000009 -0.11756999999999999 -0.0007049999999999999
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 7 -1 -5
right_child=-2 -3 -4 8 -6 -7 -8 -9 -10
leaf_value=-0.00018087598189272429 0.00036891743863071803 -0.00047992324240665832 -0.00041507337148686619 0.00020290269305074305 -0.00053037206437036579 -0.00027318454630260362 0.00064737791828512966 0.00020961342515160889 0.00060070761557030536
leaf_weight=0.0011940708813869862 0.0010391566271386538 0.0011529686194255975 0.0010179649360312461 0.0010414514738117209 0.0012436538978916637 0.0013297126528257312 0.0010059448498851847 0.0011196397463657578 0.0010603763940493726
leaf_count=193 60 349 363 429 1192 174 81 94 186
internal_value=0 -4.72658e-05 8.08209e-06 6.19615e-05 -5.98873e-05 6.59621e-05 0.00020181 8.08778e-06 0.000403596
internal_weight=0 0.0101658 0.00901281 0.00799485 0.00589302 0.00464937 0.00331966 0.00231371 0.00210183
internal_count=3121 3061 2712 2349 1734 542 368 287 615
is_linear=0
shrinkage=0.00196078


Tree=5452
num_leaves=9
num_cat=0
split_feature=4 0 157 160 42 52 4 2
split_gain=3.38392e-05 5.98104e-05 4.42205e-05 6.67544e-05 5.05884e-05 0.000102822 6.13975e-05 5.17216e-05
threshold=-0.49013999999999996 -1.0000000180025095e-35 -0.05495499999999999 -1.0000000180025095e-35 -1.0000000180025095e-35 0.077655000000000016 0.053180000000000012 0.091185000000000002
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 -5 6 -6 -8
right_child=1 -3 3 4 5 -7 7 -9
leaf_value=-0.00034955154930750804 0.00035463338520139262 0.00045010107723597088 -0.00054738433730852057 -0.00035992543589571691 -0.00035904688613538514 0.00058750895473428549 0.00045461493421134218 -0.00012304160134156549
leaf_weight=0.0010150576332484838 0.0010169752710203848 0.0011330645160286213 0.0010201325592827347 0.001266847957136657 0.0016739320237249512 0.0011759525576219478 0.0010581106498077891 0.0013642915928313477
leaf_count=169 405 173 580 690 510 291 94 209
internal_value=0 2.67066e-05 -2.92309e-05 -8.08735e-05 -8.09586e-06 7.64433e-05 -7.02706e-05 0.00012928
internal_weight=0 0.00970931 0.00857624 0.00755927 0.00653913 0.00527229 0.00409633 0.0024224
internal_count=3121 2952 2779 2374 1794 1104 813 303
is_linear=0
shrinkage=0.00196078


Tree=5453
num_leaves=8
num_cat=0
split_feature=42 43 16 48 0 3 12
split_gain=1.49087e-05 2.65223e-05 4.7322e-05 6.18328e-05 4.46844e-05 4.36378e-05 2.81934e-05
threshold=-1.0000000180025095e-35 -0.074359999999999996 -0.056919999999999991 0.086035000000000014 -0.077999999999999986 0.090900000000000009 0.079890000000000017
decision_type=2 2 2 2 2 2 2
left_child=-1 4 3 6 -2 -4 -3
right_child=1 2 5 -5 -6 -7 -8
leaf_value=-0.0088228722484132091 -0.002662075484807974 0.028540789867247274 -0.028345644499255196 -0.010432637589890601 0.025986862160266438 -0.0014112403874337986 0.005030455828935426
leaf_weight=0.0016160558288889201 0.0011312786337301628 0.001033220280442845 0.0010049564532484223 0.0013865566913283576 0.001049492544227286 0.0014983625747772567 0.0010073852439641104
leaf_count=862 623 164 483 157 280 142 410
internal_value=0 0.00169541 -0.00177213 0.00586231 0.0111252 -0.012224 0.0169344
internal_weight=0 0.00811125 0.00593048 0.00342716 0.00218077 0.00250332 0.00204061
internal_count=3121 2259 1356 731 903 625 574
is_linear=0
shrinkage=0.1


Tree=5454
num_leaves=8
num_cat=0
split_feature=457 1 15 4 4 15 0
split_gain=1.42387e-05 4.15192e-05 5.26061e-05 8.25872e-05 5.49189e-05 2.72862e-05 1.51373e-05
threshold=0.069910000000000014 0.111945 0.088655000000000025 -0.0029599999999999995 -0.093124999999999986 -0.10324499999999999 -0.11437499999999999
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 4 -1 -3 -5
right_child=-2 5 -4 6 -6 -7 -8
leaf_value=-0.00076745340434781215 0.0099019991946564384 0.021823503529364654 -0.026285704105903945 -0.0086161774798389143 0.027996759175830117 0.00035071475448122876 -0.025973124107336088
leaf_weight=0.0019706011778237659 0.0012529480044460141 0.0010357600379402271 0.0010512435562368841 0.0010014844635856147 0.0010009120518850371 0.0013806096671563624 0.0010083753663723267
leaf_count=288 267 250 634 133 893 205 451
internal_value=0 -0.00152139 -0.005958 -0.00166815 0.00892136 0.00955488 -0.0173244
internal_weight=0 0.00844899 0.00603262 0.00498137 0.00297151 0.00241637 0.00200986
internal_count=3121 2854 2399 1765 1181 455 584
is_linear=0
shrinkage=0.1


Tree=5455
num_leaves=8
num_cat=0
split_feature=50 3 47 0 49 4 4
split_gain=1.32265e-05 3.26447e-05 4.78675e-05 4.69579e-05 7.16166e-05 3.33039e-05 2.4824e-05
threshold=0.07826000000000001 -0.10519499999999998 0.077555000000000013 -0.10011499999999998 -0.006494999999999999 -0.082109999999999975 -0.07712999999999999
decision_type=2 2 2 2 2 2 2
left_child=1 6 3 4 -3 -5 -1
right_child=-2 2 -4 5 -6 -7 -8
leaf_value=0.0014718665691925115 -0.010452050140707644 -0.0018798366457346144 -0.015591635171718585 0.0047389289877377838 0.033111811809466984 -0.019650477461758051 0.023409213291517045
leaf_weight=0.0010515307155179524 0.0010837439097396385 0.0013732633920972648 0.0018934364188655534 0.0011513470790781766 0.0010188599533924036 0.0010898513589324024 0.0010125112337093
leaf_count=183 612 190 297 397 197 1081 164
internal_value=0 0.00127146 -0.00219511 0.00327947 0.0130239 -0.00712117 0.0122332
internal_weight=0 0.0085908 0.00652676 0.00463332 0.00239212 0.0022412 0.00206404
internal_count=3121 2509 2162 1865 387 1478 347
is_linear=0
shrinkage=0.1


Tree=5456
num_leaves=7
num_cat=0
split_feature=16 4 0 1 13 52
split_gain=1.42276e-05 4.53481e-05 6.3505e-05 3.43536e-05 3.21592e-05 2.56846e-05
threshold=0.38525000000000004 -0.35136499999999998 -0.060129999999999996 1.0000000180025095e-35 -0.0025349999999999995 -0.0064899999999999992
decision_type=2 2 2 2 2 2
left_child=1 -1 3 -3 -5 -6
right_child=-2 2 -4 4 5 -7
leaf_value=-0.020679515156911982 0.0096016507734486192 -0.016701600244745367 0.024598807541703894 0.011721417738429428 -0.01581260310375366 0.00283054065120942
leaf_weight=0.0010802699868240947 0.0013218864409322252 0.0013344584073034169 0.0010060227983402165 0.0018675412862676436 0.0012686374870405498 0.0017700322570811137
leaf_count=142 311 1365 258 704 130 211
internal_value=0 -0.00156602 0.00128325 -0.00247532 0.00139413 -0.00495293
internal_weight=0 0.00832696 0.00724669 0.00624067 0.00490621 0.00303867
internal_count=3121 2810 2668 2410 1045 341
is_linear=0
shrinkage=0.1


Tree=5457
num_leaves=8
num_cat=0
split_feature=457 1 15 4 4 15 2
split_gain=1.3839e-05 3.21763e-05 4.33727e-05 6.94125e-05 3.22249e-05 2.01944e-05 1.10671e-05
threshold=0.069910000000000014 0.111945 0.088655000000000025 0.055260000000000011 -0.084369999999999987 -0.10324499999999999 0.10060500000000001
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 4 6 -3 -1
right_child=-2 5 -4 -5 -6 -7 -8
leaf_value=-0.010939215588564168 0.0097992253967707013 0.01897786581139918 -0.024046101989605679 -0.022749749275370216 0.014970721353122727 0.00040743455569876324 0.003873762815083363
leaf_weight=0.0010106738151957548 0.0012463295290061531 0.0010181612672708566 0.0010337013167288894 0.0011752114316640949 0.0017592401146260036 0.0013782753351575345 0.001006805255237414
leaf_count=382 267 250 634 295 971 205 117
internal_value=0 -0.00149449 -0.0054148 -0.00152557 0.00507881 0.00829735 -0.00354693
internal_weight=0 0.00838207 0.00598563 0.00495193 0.00377672 0.00239644 0.00201748
internal_count=3121 2854 2399 1765 1470 455 499
is_linear=0
shrinkage=0.1


Tree=5458
num_leaves=7
num_cat=0
split_feature=16 15 47 151 43 13
split_gain=1.28827e-05 4.92707e-05 7.02824e-05 5.44551e-05 6.21441e-05 6.48938e-05
threshold=-0.48836499999999994 -0.11713499999999999 0.09550500000000002 -0.0052199999999999989 -0.084004999999999982 -0.095304999999999987
decision_type=2 2 2 2 2 2
left_child=-1 -2 3 -3 -5 -6
right_child=1 2 -4 4 5 -7
leaf_value=0.0085005868579362872 -0.021917467851689663 0.014892759363134443 0.023629038170192844 0.0084627158018269651 0.0021325114109294737 -0.02776048025060146
leaf_weight=0.0014947983134421068 0.0010406720603008714 0.001310513839919457 0.0011830681873799776 0.0015001772388612182 0.0011739527115748097 0.0019040981624345254
leaf_count=274 345 397 169 413 130 1393
internal_value=0 -0.00160205 0.00138752 -0.00308087 -0.00822581 -0.0163594
internal_weight=0 0.00811248 0.00707181 0.00588874 0.00457823 0.00307805
internal_count=3121 2847 2502 2333 1936 1523
is_linear=0
shrinkage=0.1


Tree=5459
num_leaves=7
num_cat=0
split_feature=42 160 49 52 1 1
split_gain=1.46526e-05 3.08792e-05 5.26813e-05 5.90258e-05 4.4305e-05 6.06394e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.081404999999999991 0.077655000000000016 0.11061500000000002 0.092390000000000014
decision_type=2 2 2 2 2 2
left_child=-1 -2 -3 4 5 -4
right_child=1 2 3 -5 -6 -7
leaf_value=-0.0087953277846066439 -0.0098896531799200771 0.025707005088732662 -0.014202915548064811 0.015806508334158417 -0.023146489082121448 0.018280498676402981
leaf_weight=0.0015900499574120685 0.0017812167528124751 0.0010295274664296056 0.0012141437047656018 0.0017615671215749063 0.0011097898802914044 0.0010911649636197868
leaf_count=862 828 151 456 322 247 255
internal_value=0 0.0017164 0.00504741 0.000938663 -0.00673043 0.00117236
internal_weight=0 0.00798741 0.00620619 0.00517667 0.0034151 0.00230531
internal_count=3121 2259 1431 1280 958 711
is_linear=0
shrinkage=0.1


Tree=5460
num_leaves=8
num_cat=0
split_feature=13 403 160 3 1 133 0
split_gain=1.25438e-05 2.98354e-05 4.41116e-05 4.14637e-05 5.90018e-05 7.22737e-05 3.84117e-05
threshold=0.19762500000000002 0.03138500000000001 -0.079874999999999988 -0.10023499999999998 0.094385000000000011 0.083950000000000011 -0.16360999999999995
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 -4 5 -5 -6
right_child=-2 -3 3 4 6 -7 -8
leaf_value=-0.018539411572523139 -0.010438285845062218 0.016606735517017492 0.017330699525079287 -0.026207492471412491 -0.0042440123481526639 0.0077548739328135779 0.022268022206037311
leaf_weight=0.0012065845242455412 0.001031901831276401 0.0010997813764182466 0.0014248880014504388 0.0015321911362766514 0.0010203189886145644 0.0010601336294273423 0.0011767535776856333
leaf_count=585 150 343 280 689 95 514 465
internal_value=0 0.00123568 -0.00104233 0.00235495 -0.00210046 -0.0123186 0.00995585
internal_weight=0 0.00852065 0.00742087 0.00621429 0.0047894 0.00259232 0.00219707
internal_count=3121 2971 2628 2043 1763 1203 560
is_linear=0
shrinkage=0.1


Tree=5461
num_leaves=7
num_cat=0
split_feature=131 150 16 12 0 2
split_gain=1.31041e-05 2.59461e-05 4.26591e-05 6.90392e-05 0.000143057 3.49426e-05
threshold=0.081165000000000001 0.081835000000000019 -0.008904999999999998 0.090020000000000017 -0.10224499999999999 0.10097500000000002
decision_type=2 2 2 2 2 2
left_child=1 2 3 4 -1 -4
right_child=-2 -3 5 -5 -6 -7
leaf_value=-0.020729120933138615 -0.010834810518862245 0.013114283349130019 0.016959073703741272 -0.03014917731272955 0.023830089224121435 -0.0046062783820930058
leaf_weight=0.0015657755174459794 0.0010030380394505716 0.0015152752368729431 0.0017231429691966448 0.0010501455646622529 0.0013346408342919083 0.001332259103451919
leaf_count=244 504 360 458 553 672 330
internal_value=0 0.00124915 -0.00131708 -0.00817949 -0.000224981 0.00755585
internal_weight=0 0.00852124 0.00700596 0.00395056 0.00290042 0.0030554
internal_count=3121 2617 2257 1469 916 788
is_linear=0
shrinkage=0.1


Tree=5462
num_leaves=8
num_cat=0
split_feature=4 1 4 12 42 1 16
split_gain=1.44745e-05 7.67217e-05 3.32966e-05 3.46937e-05 6.16434e-05 6.07789e-05 3.40205e-05
threshold=0.24564500000000003 0.111945 0.098655000000000007 0.084225000000000008 0.084635000000000016 0.094385000000000011 -0.056919999999999991
decision_type=2 2 2 2 2 2 2
left_child=2 -2 3 5 -5 6 -1
right_child=1 -3 -4 4 -6 -7 -8
leaf_value=0.010823577626665692 -0.012186847049534185 0.02675947858539493 -0.018486914273334171 -0.021386127373518051 0.0080710143539640851 0.024579366054255678 -0.013769052077266039
leaf_weight=0.0010299808473855669 0.0010016242501369684 0.0010218073322812997 0.0010583474812612846 0.0015134019330791011 0.0013388890572507244 0.0012896146017680574 0.0012393827856295053
leaf_count=134 150 276 121 865 993 275 307
internal_value=0 0.00748055 -0.00205423 0.000658411 -0.0075587 0.00724389 -0.00260736
internal_weight=0 0.00202343 0.00746962 0.00641127 0.00285229 0.00355898 0.00226936
internal_count=3121 426 2695 2574 1858 716 441
is_linear=0
shrinkage=0.1


Tree=5463
num_leaves=7
num_cat=0
split_feature=51 15 47 52 13 0
split_gain=1.31447e-05 2.58921e-05 4.57617e-05 5.61767e-05 6.33103e-05 6.39196e-05
threshold=0.087505000000000013 -0.15026499999999995 0.096175000000000024 -0.087769999999999987 -0.086589999999999986 -0.10011499999999998
decision_type=2 2 2 2 2 2
left_child=1 -1 3 -3 -5 -6
right_child=-2 2 -4 4 5 -7
leaf_value=0.016034427206216947 -0.0089686683111948658 -0.018353537485597489 -0.018207987491764298 -0.008544162073914242 0.032427434391522958 0.0036042445242162251
leaf_weight=0.0010681701408342638 0.001398576920086895 0.0010112089569955223 0.0012281588761824374 0.001607866412311532 0.0013372899394520714 0.0018117925418769101
leaf_count=333 435 502 189 364 178 1120
internal_value=0 0.00153303 -0.000680988 0.00305087 0.00760091 0.0158443
internal_weight=0 0.00806449 0.00699632 0.00576816 0.00475695 0.00314908
internal_count=3121 2686 2353 2164 1662 1298
is_linear=0
shrinkage=0.1


Tree=5464
num_leaves=7
num_cat=0
split_feature=16 4 0 151 2 16
split_gain=1.361e-05 3.99886e-05 5.46727e-05 2.83797e-05 4.57837e-05 6.70838e-05
threshold=0.38525000000000004 -0.35136499999999998 -0.062294999999999996 -0.044604999999999992 0.088225000000000012 -0.091114999999999988
decision_type=2 2 2 2 2 2
left_child=1 -1 3 -3 -5 -6
right_child=-2 2 -4 4 5 -7
leaf_value=-0.019617217345519238 0.0094691619105225361 -0.015325478022564475 0.022836768291023157 -0.010347382784880163 0.02266100574613257 -0.0090112913315067468
leaf_weight=0.0010632487032976997 0.0013039068155296834 0.001325289814565575 0.0010009570736351659 0.0019866770004120849 0.0016172841229543239 0.0011402200421153507
leaf_count=142 311 446 273 1095 317 537
internal_value=0 -0.0015359 0.00118316 -0.00238788 0.00122624 0.0095646
internal_weight=0 0.00813368 0.00707043 0.00606947 0.00474418 0.0027575
internal_count=3121 2810 2668 2395 1949 854
is_linear=0
shrinkage=0.1


Tree=5465
num_leaves=7
num_cat=0
split_feature=11 13 13 0 4 48
split_gain=1.26915e-05 3.07093e-05 3.54071e-05 5.114e-05 6.21705e-05 7.19115e-05
threshold=0.076920000000000002 -0.094514999999999988 -0.033284999999999988 -0.019414999999999998 0.08184000000000001 0.085130000000000025
decision_type=2 2 2 2 2 2
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right_child=-2 2 3 -5 -6 -7
leaf_value=0.012720031803797048 -0.010614042016769507 -0.016886800829041319 0.018353465205446146 0.021707694729358712 -0.020002309799886923 -0.014282482741711434
leaf_weight=0.0018290414519763721 0.0010083681247371615 0.0012755864728525163 0.0017122191098658882 0.0010269758226477393 0.0014469830224330903 0.0011147071955021847
leaf_count=322 226 1291 694 185 187 216
internal_value=0 0.00125864 -0.00192899 0.00167041 -0.00314434 0.00548453
internal_weight=0 0.00840551 0.00657647 0.00530089 0.00427391 0.00282693
internal_count=3121 2895 2573 1282 1097 910
is_linear=0
shrinkage=0.1


Tree=5466
num_leaves=7
num_cat=0
split_feature=4 16 48 42 16 13
split_gain=1.43209e-05 3.12194e-05 5.40912e-05 6.3246e-05 6.20683e-05 6.65693e-05
threshold=0.24564500000000003 -0.094359999999999986 0.091545000000000015 0.086325000000000013 0.22339500000000004 -0.0034749999999999994
decision_type=2 2 2 2 2 2
left_child=1 -1 3 4 5 -3
right_child=-2 2 -4 -5 -6 -7
leaf_value=-0.013624896269110717 0.0075118323895654766 0.031911477479710564 0.021216590216365138 -0.023661147924752633 -0.016264668464813694 -0.0023867388855586457
leaf_weight=0.0017693722911962546 0.0019929884563691927 0.0010206103569475446 0.0011250776533288384 0.0011391976076783297 0.0010714338393334254 0.0012701195850892339
leaf_count=393 426 639 267 772 222 402
internal_value=0 -0.00203909 0.00160436 -0.00329756 0.00360221 0.0128945
internal_weight=0 0.00739581 0.00562644 0.00450136 0.00336216 0.00229073
internal_count=3121 2695 2302 2035 1263 1041
is_linear=0
shrinkage=0.1


Tree=5467
num_leaves=9
num_cat=0
split_feature=4 0 0 42 1 2 0 52
split_gain=4.08488e-05 6.31429e-05 4.95575e-05 7.56446e-05 0.000100731 5.17815e-05 7.80006e-05 3.94678e-05
threshold=-0.49013999999999996 1.0000000180025095e-35 -0.053834999999999994 0.091295000000000015 1.0000000180025095e-35 1.0000000180025095e-35 -0.15090499999999998 -0.0064899999999999992
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 -6 7 -7
right_child=1 -3 -4 -5 5 6 -8 -9
leaf_value=-0.00038438039694653172 -0.00061000849681864166 0.00047010490239258866 -0.00042454522462282844 0.00043790859102273204 -0.00024412926476463279 -0.00025354670638138389 0.00064356015292066978 0.0002451670367001301
leaf_weight=0.0010017625335146255 0.0010733688422792089 0.001116604966496103 0.001050484070824695 0.0014187036740788044 0.0015643505201553103 0.0012187546025965723 0.0010120599836394521 0.0012216435148255872
leaf_count=169 1183 173 186 567 404 85 206 148
internal_value=0 3.15581e-05 -2.56522e-05 3.01525e-05 -6.48341e-05 5.18085e-05 0.000185901 -3.89465e-06
internal_weight=0 0.00967597 0.00855937 0.00750888 0.00609018 0.00501681 0.00345246 0.0024404
internal_count=3121 2952 2779 2593 2026 843 439 233
is_linear=0
shrinkage=0.00196078


Tree=5468
num_leaves=7
num_cat=0
split_feature=16 133 16 1 0 3
split_gain=1.40559e-05 4.07605e-05 4.91451e-05 7.71609e-05 3.52868e-05 6.66185e-05
threshold=0.38525000000000004 0.093615000000000018 0.0065250000000000004 1.0000000180025095e-35 -0.10607499999999999 0.088060000000000013
decision_type=2 2 2 2 2 2
left_child=1 2 3 -1 5 -5
right_child=-2 -3 -4 4 -6 -7
leaf_value=-0.027410700242608117 0.0096479169848237237 -0.02000701208234135 0.016836781669043684 0.027189660439766158 -0.0097478065062703186 -0.003661927928610224
leaf_weight=0.0010677099991199509 0.0012968562757700369 0.0010439319067484824 0.0015585300199340291 0.0011900022975918777 0.0015274752871505845 0.0016994396840578352
leaf_count=1006 311 493 392 193 536 190
internal_value=0 -0.00156657 0.00116666 -0.00328622 0.00254544 0.00904415
internal_weight=0 0.00808709 0.00704316 0.00548463 0.00441692 0.00288944
internal_count=3121 2810 2317 1925 919 383
is_linear=0
shrinkage=0.1


Tree=5469
num_leaves=9
num_cat=0
split_feature=50 12 48 1 48 15 15 0
split_gain=2.95488e-05 4.55364e-05 4.74166e-05 0.000111087 5.06948e-05 6.25686e-05 3.12706e-05 9.0606e-05
threshold=0.088425000000000017 -0.040564999999999997 0.10990500000000002 0.111945 0.083985000000000018 -0.0063699999999999989 0.084050000000000014 0.047850000000000011
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 -3 7 -7
right_child=-2 2 -4 -5 -6 6 -8 -9
leaf_value=-0.00036040071051767744 -0.0003201036193414062 -0.00049012697909328639 -0.00032337108287409938 0.00058975391591048086 0.00034086383232185516 0.00061554328641743011 -0.00019975602721626553 -0.0001766044022880216
leaf_weight=0.0010322450349660997 0.0010318726391364197 0.0011350624510407716 0.0010131649981288127 0.0015877521701257438 0.0013586988777934553 0.0010086783938811341 0.0013314315171855107 0.0012346531917431713
leaf_count=347 560 543 100 219 234 163 812 143
internal_value=0 2.89041e-05 7.52574e-05 0.000128008 7.19864e-06 -8.90577e-05 3.82902e-05 0.000179572
internal_weight=0 0.00970169 0.00866944 0.00765628 0.00606852 0.00470983 0.00357476 0.00224333
internal_count=3121 2561 2214 2114 1895 1661 1118 306
is_linear=0
shrinkage=0.00196078


Tree=5470
num_leaves=10
num_cat=0
split_feature=48 16 15 15 2 52 13 4 4
split_gain=6.38395e-05 0.000118041 8.19409e-05 9.27449e-05 6.35462e-05 7.42457e-05 8.99175e-05 6.66293e-05 7.30955e-05
threshold=0.11951500000000001 -0.48836499999999994 -0.14147499999999996 -0.097454999999999986 0.11093500000000002 0.10160000000000001 -0.084034999999999985 -0.0029599999999999995 -0.084369999999999987
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 5 6 -5 8 -8
right_child=-2 2 3 4 -6 -7 7 -9 -10
leaf_value=0.00057181852270066376 -0.0004781635960584805 -0.00055105207821742278 0.00055063768018975335 0.000450590052784461 0.00038797272671818551 -0.00061516848375887966 -0.00033101929419245501 -0.00051016682938152976 0.00038396773526659525
leaf_weight=0.0013919769597808959 0.0010006860486564623 0.0010700083162406239 0.0011173715714471776 0.0011201814496783684 0.0010389767103819014 0.0010330154848926009 0.0010861478327050705 0.0014535907360067415 0.0011131260708523007
leaf_count=244 114 298 128 464 270 372 441 208 582
internal_value=0 4.03139e-05 -4.15957e-05 2.68663e-05 -5.86332e-05 -0.000138552 -3.53993e-05 -0.000184432 3.08596e-05
internal_weight=0 0.0104244 0.00903242 0.00796241 0.00684504 0.00580606 0.00477305 0.00365286 0.00219927
internal_count=3121 3007 2763 2465 2337 2067 1695 1231 1023
is_linear=0
shrinkage=0.00196078


Tree=5471
num_leaves=7
num_cat=0
split_feature=16 15 15 16 43 2
split_gain=1.34902e-05 3.94098e-05 6.40761e-05 3.67508e-05 4.75042e-05 5.87976e-05
threshold=-0.48836499999999994 -0.11713499999999999 -0.095244999999999982 -0.088394999999999987 -0.17390999999999998 0.097220000000000015
decision_type=2 2 2 2 2 2
left_child=-1 -2 -3 -4 -5 -6
right_child=1 2 3 4 5 -7
leaf_value=0.0087660263937851552 -0.020035627993044383 0.022202964658942764 -0.019941088604512037 0.019127232812021621 -0.016838239919613817 0.0088005782662895198
leaf_weight=0.0014736671206511216 0.0010167802003889078 0.0011864215599508045 0.0010806001109253099 0.0010605785829842936 0.0019299236032291208 0.0016671349168934421
leaf_count=274 345 149 409 139 1311 494
internal_value=0 -0.00165171 0.00104769 -0.00332631 0.000528416 -0.00495537
internal_weight=0 0.00794144 0.00692466 0.00573824 0.00465764 0.00359706
internal_count=3121 2847 2502 2353 1944 1805
is_linear=0
shrinkage=0.1


Tree=5472
num_leaves=9
num_cat=0
split_feature=48 48 1 15 15 4 2 2
split_gain=6.4158e-05 0.00015558 8.10704e-05 3.61709e-05 6.14462e-05 7.82626e-05 5.72642e-05 4.10702e-05
threshold=0.11951500000000001 0.092475000000000016 0.111945 -0.0063699999999999989 0.035560000000000008 -0.35136499999999998 0.08622500000000001 0.088555000000000009
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 6 5 -5 -1 -6
right_child=-2 -3 -4 4 7 -7 -8 -9
leaf_value=-2.2934639017613741e-05 -0.00047651387902729618 0.00067652904826365158 0.00030190976038070019 -0.00016172905559917584 -1.4614803745505685e-05 0.00054165739178865769 -0.00062746920109656471 -0.00056485963671419593
leaf_weight=0.0011295739385448248 0.0010204869104599281 0.0012864263818399618 0.0019355242684994641 0.0013203728406726849 0.0010210084556080399 0.0011275076929600949 0.0012908607965770309 0.0010660613233998552
leaf_count=290 114 251 374 148 761 126 696 361
internal_value=0 3.9191e-05 -5.30255e-05 -0.000151796 -4.84937e-05 0.000162255 -0.000345344 -0.000295676
internal_weight=0 0.0101773 0.00889091 0.00695539 0.00453495 0.00244788 0.00242043 0.00208707
internal_count=3121 3007 2756 2382 1396 274 986 1122
is_linear=0
shrinkage=0.00196078


Tree=5473
num_leaves=9
num_cat=0
split_feature=48 48 1 0 2 4 0 16
split_gain=5.86794e-05 9.12171e-05 7.22686e-05 4.95215e-05 0.000118895 6.28688e-05 7.27137e-05 0.00012203
threshold=0.11951500000000001 0.092475000000000016 0.111945 0.15398500000000004 0.10644500000000001 0.053180000000000012 -0.077999999999999986 -0.088159999999999988
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 7 -1
right_child=-2 -3 -4 -5 -6 -7 -8 -9
leaf_value=4.769501983131588e-05 -0.00045354155354298279 0.00052172398685203464 0.00029818565075087898 0.00027661258458291108 -0.00080976685375692265 0.00030133900879334086 0.00014579122033848619 -0.00086000870399535571
leaf_weight=0.0011110817461192823 0.0010275112207239782 0.0013077754494799686 0.001982259056865888 0.0010073495520837982 0.0010019394081768711 0.0012993083612554191 0.0014363083196030232 0.0011680541035493611
leaf_count=358 114 251 374 47 335 191 452 999
internal_value=0 3.78199e-05 -3.24463e-05 -0.000125754 -0.000193121 -6.99158e-05 -0.000199745 -0.000417502
internal_weight=0 0.0103141 0.0090063 0.00702404 0.00601669 0.00501475 0.00371544 0.00227914
internal_count=3121 3007 2756 2382 2335 2000 1809 1357
is_linear=0
shrinkage=0.00196078


Tree=5474
num_leaves=8
num_cat=0
split_feature=457 160 1 403 12 1 2
split_gain=1.27784e-05 3.00178e-05 4.70776e-05 4.79804e-05 7.86869e-05 5.40639e-05 4.52484e-05
threshold=0.045365000000000009 0.041220000000000007 0.12811000000000003 0.03138500000000001 0.087005000000000013 0.092695000000000013 0.097845000000000015
decision_type=2 2 2 2 2 2 2
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right_child=-2 -3 -4 -5 6 -7 -8
leaf_value=0.019861383838445056 0.0094467748507984662 -0.017597340725086962 0.020315208779839604 0.017014643474489052 -0.031679671211439456 -0.0082797408927010683 -0.0037016187102083126
leaf_weight=0.0012938323819358141 0.0012364890791616177 0.0010105733425863316 0.0010557255287509523 0.0010419746373683571 0.0013697972690565963 0.0014453093158912161 0.0010000916460441182
leaf_count=569 289 355 223 300 834 227 324
internal_value=0 -0.0014571 0.000806183 -0.00254224 -0.00653082 0.00501271 -0.019873
internal_weight=0 0.0082173 0.00720673 0.00615101 0.00510903 0.00273914 0.00236989
internal_count=3121 2832 2477 2254 1954 796 1158
is_linear=0
shrinkage=0.1


Tree=5475
num_leaves=8
num_cat=0
split_feature=47 4 1 48 42 2 2
split_gain=3.48945e-05 6.31216e-05 5.98281e-05 3.81609e-05 4.06716e-05 5.23004e-05 0.000115314
threshold=0.12431000000000002 0.24564500000000003 0.11103500000000001 0.08975000000000001 0.086325000000000013 0.084245000000000014 0.099185000000000009
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 4 5 -1 -7
right_child=-2 -3 -4 -5 -6 6 -8
leaf_value=0.00037031570794930581 -0.00035263050152808636 0.00033984331323242567 -0.00048727648350422139 0.00036077791839711916 -0.00033809646248111349 -0.0004529143092610244 0.00036998648144819879
leaf_weight=0.0013163991140043817 0.0010364936284729736 0.0019579262540857295 0.0010595732836357584 0.0010333305559078309 0.0014004055593107544 0.0015563947431645364 0.0011300878483827483
leaf_count=365 91 402 180 276 808 726 273
internal_value=0 2.63484e-05 -5.55332e-05 1.55389e-05 -5.0485e-05 5.01356e-05 -0.000106755
internal_weight=0 0.00945412 0.00749619 0.00643662 0.00540329 0.00400288 0.00268648
internal_count=3121 3030 2628 2448 2172 1364 999
is_linear=0
shrinkage=0.00196078


Tree=5476
num_leaves=9
num_cat=0
split_feature=43 40 3 457 52 13 0 3
split_gain=5.04873e-05 7.62869e-05 7.02239e-05 5.10773e-05 5.70291e-05 6.70751e-05 6.50866e-05 5.46472e-05
threshold=0.16180500000000003 -0.013874999999999998 0.12745000000000004 0.080930000000000016 0.10611000000000001 -0.094514999999999988 -0.077999999999999986 -0.00083499999999999991
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 -3 7 -7
right_child=-2 2 -4 -5 -6 6 -8 -9
leaf_value=0.00053769812877481685 -0.00042708437019244971 0.00048579118599488574 -0.00048928072241463888 0.00041844455010883123 -0.00043607718774428235 -0.0006104829920150894 0.00021022181692175495 -1.7103134474662934e-05
leaf_weight=0.0010338931693040761 0.0010075513223146452 0.0011086158990531196 0.0010980228539566811 0.0011679412949072796 0.0010907111271824688 0.0010325391188748154 0.0019862209616868538 0.0014136783413244509
leaf_count=309 218 140 160 170 434 1020 586 84
internal_value=0 3.35637e-05 -2.50154e-05 4.03427e-05 -2.6246e-05 5.44259e-05 -5.34647e-05 -0.000267567
internal_weight=0 0.00993162 0.00889773 0.00779971 0.00663177 0.00554105 0.00443244 0.00244622
internal_count=3121 2903 2594 2434 2264 1830 1690 1104
is_linear=0
shrinkage=0.00196078


Tree=5477
num_leaves=9
num_cat=0
split_feature=48 48 150 16 43 52 133 0
split_gain=8.69762e-05 7.893e-05 5.78401e-05 6.40043e-05 7.93399e-05 7.81607e-05 8.24328e-05 7.67036e-05
threshold=0.11951500000000001 0.092475000000000016 0.086615000000000011 0.15891500000000003 -0.074359999999999996 -0.013374999999999998 0.083950000000000011 -0.10011499999999998
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 5 -5 -1 7 -7
right_child=-2 -3 -4 4 -6 6 -8 -9
leaf_value=0.0005281077534475371 -0.00055031289079045503 0.00051128291670562423 -0.00046481650949515885 0.00014584558497571787 -0.00060368460871081521 0.00010705234095024485 0.00049441917204809632 -0.00049292951829108184
leaf_weight=0.0014944245284092819 0.0010488745025839961 0.0012170972700171175 0.0010019233226573722 0.001021502757140823 0.0011590383971627472 0.0020027238514895539 0.0010326498480903467 0.0013862751339355178
leaf_count=442 114 251 275 175 238 224 525 877
internal_value=0 4.23336e-05 -2.0397e-05 3.45981e-05 -0.000252557 0.000140438 9.41328e-06 -0.000138371
internal_weight=0 0.0103156 0.00909854 0.00809661 0.00218054 0.00591607 0.00442165 0.003389
internal_count=3121 3007 2756 2481 413 2068 1626 1101
is_linear=0
shrinkage=0.00196078


Tree=5478
num_leaves=8
num_cat=0
split_feature=48 48 51 1 15 15 4
split_gain=5.78742e-05 0.000104754 4.74939e-05 5.89382e-05 8.2349e-05 4.43093e-05 8.71557e-05
threshold=0.11951500000000001 0.092475000000000016 0.084305000000000019 0.111945 -0.0063699999999999989 0.088655000000000025 -0.084369999999999987
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 4 -1 6 -6
right_child=-2 -3 -4 -5 5 -7 -8
leaf_value=-0.00042001175531171343 -0.00045056633957076843 0.00055590066866241343 -0.00039454213202469663 0.00033101147134705522 -7.1485559088787891e-05 -0.00024731039842752788 0.00058497605089068659
leaf_weight=0.0018279106710654457 0.0010153192185128985 0.0013219201984786657 0.0012203576038521307 0.0018201196823045412 0.0019208275338200764 0.0011980490273010803 0.001306410117456046
leaf_count=842 114 251 335 327 413 573 266
internal_value=0 3.94446e-05 -3.40155e-05 2.04815e-05 -6.99045e-05 7.47109e-05 0.000194255
internal_weight=0 0.0106156 0.00929367 0.00807332 0.0062532 0.00442529 0.00322724
internal_count=3121 3007 2756 2421 2094 1252 679
is_linear=0
shrinkage=0.00196078


Tree=5479
num_leaves=8
num_cat=0
split_feature=4 1 4 48 42 15 12
split_gain=1.40687e-05 6.62744e-05 2.5982e-05 2.78468e-05 4.22728e-05 5.38621e-05 7.14427e-05
threshold=0.24564500000000003 0.111945 0.098655000000000007 0.092475000000000016 0.086325000000000013 -0.0088349999999999974 0.084100000000000022
decision_type=2 2 2 2 2 2 2
left_child=2 -2 3 4 5 -1 -7
right_child=1 -3 -4 -5 -6 6 -8
leaf_value=-0.013101447934042221 -0.010817395628920118 0.025308247201500766 -0.016519779823508357 0.015066258448983917 -0.018185058054963982 0.030448862001898336 -0.0030321333170833034
leaf_weight=0.0014373529873939724 0.0010111816896520402 0.0010201598172413125 0.0010655982093696328 0.0010703142095894172 0.0013141508246941585 0.0010966409363476885 0.0015216473059434924
leaf_count=542 150 276 121 293 857 233 649
internal_value=0 0.00732526 -0.0020557 0.000337564 -0.00259818 0.00245244 0.010991
internal_weight=0 0.00203134 0.0075057 0.00644011 0.00536979 0.00405564 0.00261829
internal_count=3121 426 2695 2574 2281 1424 882
is_linear=0
shrinkage=0.1


Tree=5480
num_leaves=9
num_cat=0
split_feature=14 15 0 52 13 49 16 16
split_gain=7.01775e-05 0.000128873 5.26169e-05 7.44668e-05 7.66481e-05 4.97467e-05 9.93943e-05 4.44554e-05
threshold=-1.0000000180025095e-35 -0.10653 0.15398500000000004 0.10160000000000001 -0.095304999999999987 -0.080089999999999981 -0.092484999999999984 0.029300000000000003
decision_type=2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 -3 -6 -7 -8
right_child=1 2 -4 -5 5 6 7 -9
leaf_value=-0.00049812476470189031 0.00055927012108328115 0.00039696257995900139 0.00035942031460013766 -0.00059387127758644715 0.00024355437780463577 -0.00075772503080764626 0.00013794270701578685 -0.00034463979299189046
leaf_weight=0.0010091321684601645 0.0015761430729936748 0.0012926941712885585 0.0010529159084019281 0.0010463242507251008 0.0010502948098467871 0.001041814313767226 0.0018235027961810899 0.001228235069530525
leaf_count=161 388 187 55 456 170 235 1016 453
internal_value=0 4.41393e-05 -5.09802e-05 -0.000108728 -2.98628e-05 -0.000137128 -0.000234801 -5.62826e-05
internal_weight=0 0.0101119 0.00853578 0.00748287 0.00643654 0.00514385 0.00409355 0.00305174
internal_count=3121 2960 2572 2517 2061 1874 1704 1469
is_linear=0
shrinkage=0.00196078


Tree=5481
num_leaves=8
num_cat=0
split_feature=12 52 0 1 0 4 43
split_gain=1.46454e-05 3.23373e-05 6.00825e-05 9.0594e-05 4.79986e-05 4.09822e-05 1.45837e-05
threshold=0.097825000000000009 0.070205000000000017 -0.10011499999999998 0.10871500000000002 -0.040504999999999992 0.024790000000000003 -0.014584999999999999
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 5 -4 -1 -3
right_child=-2 6 4 -5 -6 -7 -8
leaf_value=-0.00063835264592409645 0.007847692817807209 0.00041012409795494737 -0.034949987774656958 -0.019626204002463329 -0.0041868287199167886 0.026793316824964514 0.016744163669249905
leaf_weight=0.0010086975018353413 0.0018824719434116762 0.0011358833281163369 0.0010269140747076382 0.0012424687355793995 0.0010021307232062004 0.0011837422018895968 0.0010536646347472913
leaf_count=150 518 443 1032 142 253 147 436
internal_value=0 -0.00199781 -0.00611258 0.00194693 -0.0197563 0.0141726 0.00827047
internal_weight=0 0.0076535 0.00546395 0.00343491 0.00202904 0.00219244 0.00218955
internal_count=3121 2603 1724 439 1285 297 879
is_linear=0
shrinkage=0.1


Tree=5482
num_leaves=8
num_cat=0
split_feature=4 0 0 52 52 42 0
split_gain=2.86227e-05 6.99986e-05 5.22645e-05 6.51353e-05 4.581e-05 4.32545e-05 7.7999e-05
threshold=-0.49013999999999996 1.0000000180025095e-35 -0.053834999999999994 -0.081429999999999989 -0.0064899999999999992 0.08623500000000002 -0.14001499999999997
decision_type=2 2 2 2 2 2 2
left_child=-1 2 3 -2 -5 6 -6
right_child=1 -3 -4 4 5 -7 -8
leaf_value=-0.00032108664343549596 0.00040932712076288349 0.00048443602553667139 -0.0004364295791655108 -0.00040554335972799806 0.00023341489079935256 0.00027675958755744542 -0.00037345822415265072
leaf_weight=0.0010130855368715519 0.0013737039338901913 0.0011286019260680962 0.0010887125654343169 0.00120603699781367 0.0014404863237195145 0.0016780752518175063 0.0018729136869926339
leaf_count=169 525 173 186 381 180 702 805
internal_value=0 2.51297e-05 -3.47293e-05 2.30337e-05 -6.25898e-05 2.02744e-05 -0.000109623
internal_weight=0 0.00978853 0.00865993 0.00757122 0.00619751 0.00499148 0.0033134
internal_count=3121 2952 2779 2593 2068 1687 985
is_linear=0
shrinkage=0.00196078


Tree=5483
num_leaves=7
num_cat=0
split_feature=42 43 16 48 4 3
split_gain=1.41244e-05 2.81312e-05 4.89311e-05 5.87293e-05 3.9626e-05 3.79172e-05
threshold=-1.0000000180025095e-35 -0.074359999999999996 -0.056919999999999991 0.086035000000000014 -0.062539999999999984 -0.084074999999999997
decision_type=2 2 2 2 2 2
left_child=-1 5 3 -3 -4 -2
right_child=1 2 4 -5 -6 -7
leaf_value=-0.0087064505822451056 -0.0011992115787977 0.01698668120787248 -0.025609984547187704 -0.0099262158676735116 -0.00022692504727582055 0.025422196066178401
leaf_weight=0.0015753542375655421 0.001126634615489382 0.0019704534176468026 0.0012055855194447768 0.0013778008755518595 0.001255526082658048 0.0010188778442227003
leaf_count=862 294 574 347 157 278 609
internal_value=0 0.00165763 -0.00195629 0.00591207 -0.0126609 0.011443
internal_weight=0 0.00795488 0.00580937 0.00334825 0.00246111 0.00214551
internal_count=3121 2259 1356 731 625 903
is_linear=0
shrinkage=0.1


Tree=5484
num_leaves=9
num_cat=0
split_feature=52 52 4 0 1 47 13 3
split_gain=5.0617e-05 6.06185e-05 8.33621e-05 7.11435e-05 5.51746e-05 4.74897e-05 5.91004e-05 5.90801e-05
threshold=0.15915500000000002 0.10347000000000002 -0.35136499999999998 -0.062294999999999996 0.077565000000000009 1.0000000180025095e-35 -0.0025349999999999995 0.090900000000000009
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 -1 4 -4 6 -6 -8
right_child=-2 -3 3 -5 5 -7 7 -9
leaf_value=-0.00052904939994211856 -0.00041544348986039084 0.00049074395308041187 -0.00039143238740499501 0.00044248712911975464 0.00054421267255870022 -0.00020372907030930093 -0.00033182281024512323 0.00032102372861087842
leaf_weight=0.0010652810561986035 0.0010491373024413787 0.0010179090260878073 0.0013200915646916309 0.0014818310951433709 0.0011982979232897039 0.001742266452275933 0.0010485724557181167 0.0010837687949498687
leaf_count=194 368 215 1169 294 454 197 149 81
internal_value=0 3.73633e-05 -1.4258e-05 5.53813e-05 -3.43458e-05 5.85767e-05 0.000195789 -1.16114e-08
internal_weight=0 0.00995802 0.00894011 0.00787483 0.006393 0.00507291 0.00333064 0.00213234
internal_count=3121 2753 2538 2344 2050 881 684 230
is_linear=0
shrinkage=0.00196078


Tree=5485
num_leaves=7
num_cat=0
split_feature=52 12 1 3 2 3
split_gain=1.34486e-05 5.46657e-05 5.69746e-05 0.000129407 4.57484e-05 5.15967e-05
threshold=0.11434500000000002 0.097825000000000009 0.11181500000000001 0.090900000000000009 0.088225000000000012 -0.080934999999999993
decision_type=2 2 2 2 2 2
left_child=1 2 3 4 -1 -6
right_child=-2 -3 -4 -5 5 -7
leaf_value=-0.018032447488332378 -0.0090135603507893666 0.018234357903799524 -0.019750983136641285 0.032495939101898998 0.018440400186312721 -0.012383922230618946
leaf_weight=0.0017526820893976908 0.0014251330471606845 0.0015763480356203894 0.0014823652290560478 0.001122141721251052 0.0011337402121468988 0.0010422777911534412
leaf_count=1067 501 409 311 139 387 307
internal_value=0 0.00151976 -0.00251318 0.00254592 -0.00600861 0.00367604
internal_weight=0 0.00810956 0.00653321 0.00505084 0.0039287 0.00217602
internal_count=3121 2620 2211 1900 1761 694
is_linear=0
shrinkage=0.1


Tree=5486
num_leaves=8
num_cat=0
split_feature=47 16 52 0 0 0 16
split_gain=3.37637e-05 6.07413e-05 8.12087e-05 4.02386e-05 8.13075e-05 9.37235e-05 6.9139e-05
threshold=0.12431000000000002 -0.48836499999999994 0.11434500000000002 -0.077999999999999986 -0.10607499999999999 -0.14920999999999998 0.15891500000000003
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 4 5 -3 -5
right_child=-2 2 -4 6 -6 -7 -8
leaf_value=0.00039466386183111782 -0.00034104887259720005 -0.00018314609167961024 -0.00054411619584900225 0.00049846323794402374 -0.00047035874524770522 0.00057018231844493266 -9.7229432551259961e-05
leaf_weight=0.0014873353138849825 0.0010430547525904039 0.0016127116291485728 0.0010538002967635822 0.0015555376722976143 0.0013998254575197976 0.0010472802006531064 0.0014449276697598174
leaf_count=252 91 139 400 474 1225 178 362
internal_value=0 3.03971e-05 -3.63741e-05 3.94103e-05 -8.78466e-05 0.000113451 0.000211597
internal_weight=0 0.00960142 0.00811408 0.00706028 0.00405982 0.00265999 0.00300047
internal_count=3121 3030 2778 2378 1542 317 836
is_linear=0
shrinkage=0.00196078


Tree=5487
num_leaves=7
num_cat=0
split_feature=11 13 43 2 3 3
split_gain=1.32009e-05 2.73593e-05 3.79319e-05 5.30353e-05 4.19537e-05 3.9015e-05
threshold=0.076920000000000002 -0.094514999999999988 -0.074359999999999996 0.088225000000000012 0.10893000000000001 -0.077774999999999983
decision_type=2 2 2 2 2 2
left_child=1 -1 5 -4 -5 -3
right_child=-2 2 3 4 -6 -7
leaf_value=0.012027495930104042 -0.010768126563715643 -0.0027098049806600364 -0.025435666845917134 0.0097444612646225524 -0.015232874307588705 0.021883311867963599
leaf_weight=0.0018418342375400402 0.001025782967664794 0.0015505757756459667 0.0012046830388060224 0.0016665019694908122 0.0011274219515836625 0.0011046002540257233
leaf_count=322 226 781 738 609 98 347
internal_value=0 0.00124141 -0.00174428 -0.00789691 -0.000334552 0.00752137
internal_weight=0 0.00849562 0.00665378 0.00399861 0.00279392 0.00265518
internal_count=3121 2895 2573 1445 707 1128
is_linear=0
shrinkage=0.1


Tree=5488
num_leaves=8
num_cat=0
split_feature=52 403 52 12 12 1 48
split_gain=3.71298e-05 3.10652e-05 8.28402e-05 9.06271e-05 9.12569e-05 6.61803e-05 6.98177e-05
threshold=0.15915500000000002 0.035175000000000005 0.096795000000000006 0.097825000000000009 0.087005000000000013 0.11181500000000001 0.083985000000000018
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 -1
right_child=-2 -3 -4 -5 -6 -7 -8
leaf_value=-7.7059635558455889e-05 -0.00036476691997711726 -0.00027358672160217876 0.00054291337168740016 0.00046977889493738008 -0.00059085825883063194 -0.00034287915868077466 0.00050389565576084805
leaf_weight=0.0019020058931015721 0.0010154987307114298 0.0011424066712728527 0.001221814305350225 0.0012504599317082043 0.001212228197458756 0.0014058947832735497 0.0013668646930583351
leaf_count=679 368 353 202 319 732 252 216
internal_value=0 2.9691e-05 7.1138e-05 -9.62221e-06 -0.000111452 1.28642e-05 0.000165864
internal_weight=0 0.00950167 0.00835927 0.00713745 0.00588699 0.00467477 0.00326887
internal_count=3121 2753 2400 2198 1879 1147 895
is_linear=0
shrinkage=0.00196078


Tree=5489
num_leaves=10
num_cat=0
split_feature=43 40 3 457 15 43 12 1 1
split_gain=6.63379e-05 9.81463e-05 8.00736e-05 6.83158e-05 8.99951e-05 7.53971e-05 7.34022e-05 7.35762e-05 0.000109091
threshold=0.16180500000000003 -0.013874999999999998 0.12745000000000004 0.080930000000000016 0.088655000000000025 -0.17390999999999998 0.092355000000000007 0.083835000000000007 0.10089500000000001
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 -3 7 -7 -9
right_child=-2 2 -4 -5 -6 6 -8 8 -10
leaf_value=0.00059252067777958042 -0.00048337441733411508 0.00051043124455582957 -0.0005111234663391376 0.00046863912763084217 -0.00054137604647261524 0.00046173156104313919 -0.0004975620879919192 -0.00055952248435809065 0.00029961271179951429
leaf_weight=0.0011035948461893428 0.0010240592650999818 0.0011673726441451746 0.001146555935845099 0.0012274052678070283 0.0011229066878354465 0.0012917920262227158 0.0010698208685422815 0.0011216506302208133 0.001151666233829211
leaf_count=309 218 98 160 170 576 810 387 243 150
internal_value=0 3.96677e-05 -2.59431e-05 4.22911e-05 -3.32737e-05 6.50582e-05 -4.71153e-05 8.80552e-05 -0.000124283
internal_weight=0 0.0104028 0.00929917 0.00815261 0.00692521 0.0058023 0.00463493 0.00356511 0.00227332
internal_count=3121 2903 2594 2434 2264 1688 1590 1203 393
is_linear=0
shrinkage=0.00196078


Tree=5490
num_leaves=9
num_cat=0
split_feature=0 16 13 42 13 15 2 1
split_gain=3.52258e-05 6.10062e-05 4.89963e-05 6.32293e-05 8.60735e-05 5.11162e-05 9.27335e-05 8.14994e-05
threshold=0.15398500000000004 0.26676500000000009 -0.010384999999999998 0.075730000000000006 -0.086919999999999983 0.035560000000000008 0.11215000000000001 0.094465000000000007
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -5 6 7 -4
right_child=-2 -3 5 4 -6 -7 -8 -9
leaf_value=0.0005156453282974796 0.00033804377211239968 -0.00046842433528639278 -9.1821515026824262e-05 -0.00032879986020288197 0.0004250622903998947 -0.00048171912906732706 -0.00050014254853473399 0.00058421116979851299
leaf_weight=0.0013839449785646241 0.0010341133760090162 0.0011428584386432026 0.0017289992356758093 0.0013816668982622206 0.0010064711158112004 0.0011246857481389608 0.0010704361600464428 0.001136130131885767
leaf_count=450 60 362 254 480 812 417 130 156
internal_value=0 -4.21415e-05 1.30173e-05 0.000182166 -1.10877e-05 -0.000113072 -7.72191e-06 0.000176251
internal_weight=0 0.00997519 0.00883233 0.00377208 0.00238814 0.00506025 0.00393557 0.00286513
internal_count=3121 3061 2699 1742 1292 957 540 410
is_linear=0
shrinkage=0.00196078


Tree=5491
num_leaves=9
num_cat=0
split_feature=39 12 12 2 3 13 2 48
split_gain=5.05101e-05 5.32049e-05 5.2977e-05 5.54629e-05 9.37084e-05 6.0806e-05 5.74781e-05 0.000114456
threshold=0.094675000000000009 0.10866500000000003 0.097825000000000009 0.088225000000000012 -0.078934999999999991 -0.099939999999999987 0.11215000000000001 0.085325000000000012
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 -5 7 -7
right_child=-2 -3 -4 5 -6 6 -8 -9
leaf_value=-0.00076409771766194532 -0.00054523374144492195 -0.00050575497392072464 0.00036415942539874544 0.00042983037179124321 -1.6602724239360572e-05 -0.00025680436442382051 -0.0004116414829220458 0.00053877927426687774
leaf_weight=0.0010973597545865159 0.0010115473866802371 0.0010413056327097979 0.0011069865673262189 0.0011110083867016275 0.0015634712526227952 0.0016732287922207006 0.0013949171439727151 0.0011894451768579518
leaf_count=958 178 224 269 167 351 606 200 168
internal_value=0 -8.58226e-05 -3.79616e-05 -9.34005e-05 -0.000324879 2.13269e-05 -8.52712e-05 7.37618e-05
internal_weight=0 0.0101777 0.00913642 0.00802943 0.00266083 0.0053686 0.00425759 0.00286267
internal_count=3121 2943 2719 2450 1309 1141 974 774
is_linear=0
shrinkage=0.00196078


Tree=5492
num_leaves=7
num_cat=0
split_feature=13 43 0 16 1 1
split_gain=1.31293e-05 3.38964e-05 3.78184e-05 3.75827e-05 2.79623e-05 4.46004e-05
threshold=0.19762500000000002 -0.067199999999999996 -0.077999999999999986 0.071345000000000006 0.10439500000000002 0.089175000000000018
decision_type=2 2 2 2 2 2
left_child=1 2 -1 4 5 -3
right_child=-2 3 -4 -5 -6 -7
leaf_value=-0.0018705084026667991 -0.010723720965771058 0.0044206332169036992 0.023523940208917706 -0.017858981371106256 0.010413049406354184 -0.021249653525630654
leaf_weight=0.0011268174656499845 0.0010515672532480829 0.00184912293589305 0.0012228772482532396 0.0013020530093944219 0.0019840741080007747 0.0010675933976842657
leaf_count=824 150 926 389 282 315 235
internal_value=0 0.00111714 0.0113458 -0.00275757 0.00125461 -0.00497535
internal_weight=0 0.00855254 0.00234969 0.00620284 0.00490079 0.00291672
internal_count=3121 2971 1213 1758 1476 1161
is_linear=0
shrinkage=0.1


Tree=5493
num_leaves=9
num_cat=0
split_feature=52 52 4 4 1 12 1 2
split_gain=4.32871e-05 7.33586e-05 7.61652e-05 8.34882e-05 8.17549e-05 6.37899e-05 7.57906e-05 9.94928e-05
threshold=0.15915500000000002 0.10347000000000002 -0.35136499999999998 -0.083854999999999985 1.0000000180025095e-35 0.096210000000000004 0.11181500000000001 0.089775000000000008
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 -5 6 7 -6
right_child=-2 -3 3 4 5 -7 -8 -9
leaf_value=-0.00052167492068717729 -0.0003805889231532779 0.00053097583403488005 0.00057315358204852263 -0.00046756193298657988 -0.00016713563697866304 0.00051952789210135296 -0.00037706690978960868 0.00055983208702918802
leaf_weight=0.001035958778261019 0.0010647714702528887 0.0010292897808044177 0.0010001752028700921 0.0013403287753752154 0.0016159228654643236 0.0010033842367940075 0.0015560310289086765 0.0013110484885710452
leaf_count=194 368 215 386 987 363 178 274 156
internal_value=0 3.54937e-05 -2.20493e-05 4.40806e-05 -3.34333e-05 7.26247e-05 -2.74011e-05 0.000158488
internal_weight=0 0.00989214 0.00886285 0.00782689 0.00682672 0.00548639 0.004483 0.00292697
internal_count=3121 2753 2538 2344 1958 971 793 519
is_linear=0
shrinkage=0.00196078


Tree=5494
num_leaves=7
num_cat=0
split_feature=457 52 12 12 13 3
split_gain=1.36507e-05 2.92669e-05 5.07116e-05 4.68603e-05 6.35726e-05 3.19274e-05
threshold=0.045365000000000009 0.11434500000000002 0.097825000000000009 0.090020000000000017 -0.010384999999999998 0.088060000000000013
decision_type=2 2 2 2 2 2
left_child=1 2 3 4 -1 -6
right_child=-2 -3 -4 -5 5 -7
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leaf_weight=0.0017035632717099778 0.0012558743248307696 0.0013200000790275354 0.0015678508387410636 0.0010102789338067731 0.0015585754567363935 0.0011932776600690476
leaf_count=939 289 489 397 488 399 120
internal_value=0 -0.00162475 0.000939457 -0.00360829 0.000800878 -0.0085976
internal_weight=0 0.00835355 0.00703355 0.0054657 0.00445542 0.00275185
internal_count=3121 2832 2343 1946 1458 519
is_linear=0
shrinkage=0.1


Tree=5495
num_leaves=8
num_cat=0
split_feature=4 0 1 15 52 151 16
split_gain=3.51206e-05 8.92861e-05 4.68678e-05 3.64209e-05 5.52309e-05 5.58742e-05 5.49917e-05
threshold=-0.49405499999999997 -1.0000000180025095e-35 0.077565000000000009 0.035560000000000008 -0.081429999999999989 -0.044604999999999992 -0.071854999999999988
decision_type=2 2 2 2 2 2 2
left_child=-1 2 -2 4 -4 -6 -7
right_child=1 -3 3 -5 5 6 -8
leaf_value=-0.00035363313126222777 -0.00030643529785408442 0.00053360901808631369 0.00045072917073274345 -0.00029988563159491635 -0.00037556629255808217 0.00033546891832922897 -0.00018475825529382266
leaf_weight=0.0010115706743852445 0.001953002852459129 0.0011904937637760423 0.0013239757575722053 0.0010363824335710764 0.0011589721823096338 0.0019395401858423608 0.0013080946251245336
leaf_count=156 1551 186 222 367 178 287 174
internal_value=0 2.99129e-05 -3.88542e-05 3.83719e-05 9.95462e-05 -5.96757e-06 0.00012593
internal_weight=0 0.00991046 0.00871997 0.00676697 0.00573058 0.00440661 0.00324763
internal_count=3121 2965 2779 1228 861 639 461
is_linear=0
shrinkage=0.00196078


Tree=5496
num_leaves=8
num_cat=0
split_feature=0 2 1 4 0 12 16
split_gain=4.19926e-05 5.54435e-05 0.000141459 7.7775e-05 5.44555e-05 5.02165e-05 5.38645e-05
threshold=0.15398500000000004 0.10699500000000002 0.10937500000000001 0.16173500000000005 -0.060129999999999996 0.088365000000000013 -0.056919999999999991
decision_type=2 2 2 2 2 2 2
left_child=1 3 -3 4 5 6 -1
right_child=-2 2 -4 -5 -6 -7 -8
leaf_value=0.00018256715885792827 0.00037344579479879088 -0.00082856354715967969 6.0483757886450196e-05 0.00045209369782628459 0.00022250212497856265 -0.00055763331452408655 -0.0003775608205340419
leaf_weight=0.0015816321564071716 0.0010100309877852437 0.0010997355717413115 0.0018382032486543324 0.0014552292436109436 0.0018084790261601088 0.0010415885185208014 0.0011328369992726843
leaf_count=542 60 345 322 205 225 908 514
internal_value=0 -4.61466e-05 -0.000272306 4.85066e-05 -5.70389e-05 -0.000191633 -5.11926e-05
internal_weight=0 0.0099577 0.00293794 0.00701977 0.00556454 0.00375606 0.00271447
internal_count=3121 3061 667 2394 2189 1964 1056
is_linear=0
shrinkage=0.00196078


Tree=5497
num_leaves=8
num_cat=0
split_feature=4 42 47 133 160 51 2
split_gain=1.30697e-05 2.8293e-05 4.01262e-05 6.15556e-05 7.75862e-05 3.51268e-05 2.71932e-05
threshold=0.27287000000000006 0.092395000000000019 0.09550500000000002 0.083950000000000011 -0.025879999999999997 0.078435000000000019 0.090545000000000014
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 4 -1 6 -6
right_child=-2 -3 -4 -5 5 -7 -8
leaf_value=0.015030442018346565 0.00865509339181917 -0.015877022039784767 0.017646709940149909 0.015089079994632146 -0.034858907839728143 -0.0013441028835349861 -0.012747873061362209
leaf_weight=0.0010538801573641127 0.001433836734649631 0.0012004879940488355 0.0011692183577725933 0.0014646025281826007 0.0010637922138587936 0.0010827684151237093 0.0011657271245499863
leaf_count=342 352 535 207 621 572 180 312
internal_value=0 -0.00169332 0.000739161 -0.00265123 -0.00860211 -0.0161213 -0.0232979
internal_weight=0 0.00820048 0.00699999 0.00583077 0.00436617 0.00331229 0.00222952
internal_count=3121 2769 2234 2027 1406 1064 884
is_linear=0
shrinkage=0.1


Tree=5498
num_leaves=10
num_cat=0
split_feature=47 4 4 4 3 12 49 12 16
split_gain=5.82047e-05 8.24857e-05 6.08639e-05 5.9381e-05 7.68994e-05 7.67132e-05 8.53541e-05 4.04596e-05 1.12304e-05
threshold=0.12794000000000003 0.24564500000000003 0.055260000000000011 -0.49013999999999996 0.10299500000000002 0.091475000000000015 -0.006494999999999999 0.084100000000000022 -0.5048999999999999
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 6 -5 -8 -3
right_child=-2 8 -4 4 -6 -7 7 -9 -10
leaf_value=-0.00041550921875389081 -0.0004556008143370216 0.00052535976707308808 -0.00045178924977862733 -0.00032986290835824777 0.00058977015067372403 -0.00046915016184886872 0.00055477223875815044 4.2371778978749165e-05 0.00023554974445961146
leaf_weight=0.0010222410555483404 0.0010260438221810437 0.0010569928298751153 0.0012583368850126652 0.0010701516373726552 0.0010044829237399189 0.001068890917088062 0.0013825076648960729 0.0010367597969567475 0.0010008442473165933
leaf_count=168 82 161 247 312 98 711 292 805 245
internal_value=0 3.50102e-05 -5.66602e-05 1.88452e-05 9.86639e-05 -9.55781e-06 0.000131226 0.000335187 0.000384409
internal_weight=0 0.00990121 0.00784337 0.00658503 0.00556279 0.00455831 0.00348942 0.00241927 0.00205784
internal_count=3121 3039 2633 2386 2218 2120 1409 1097 406
is_linear=0
shrinkage=0.00196078


Tree=5499
num_leaves=8
num_cat=0
split_feature=47 47 1 15 1 12 2
split_gain=3.60049e-05 5.44491e-05 4.36327e-05 0.000105477 5.78188e-05 2.9827e-05 4.35704e-05
threshold=0.12794000000000003 0.09550500000000002 0.094385000000000011 -0.0063699999999999989 0.11392000000000001 0.088305000000000008 0.092235000000000025
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 -1 -4 -5 -7
right_child=-2 -3 4 5 -6 6 -8
leaf_value=-0.00056398494858131269 -0.00035900120448870176 0.00041633799057335844 0.00037597252749272395 -0.00016352649947689923 -0.0001910255027376316 -0.00012472295543607467 0.00040978933453442705
leaf_weight=0.0015571360158675492 0.0010315332296483232 0.0012056203475297256 0.0018519130473164894 0.0016868319753553782 0.0011034618509879364 0.0010381834934830615 0.0013471150370373912
leaf_count=850 82 232 422 597 320 382 236
internal_value=0 2.61413e-05 -2.86577e-05 -0.000129945 0.00016427 3.60269e-05 0.000177147
internal_weight=0 0.00979026 0.00858464 0.00562927 0.00295537 0.00407213 0.0023853
internal_count=3121 3039 2807 2065 742 1215 618
is_linear=0
shrinkage=0.00196078


Tree=5500
num_leaves=7
num_cat=0
split_feature=42 160 49 42 3 15
split_gain=1.36767e-05 2.86205e-05 5.00969e-05 5.81378e-05 3.59239e-05 1.79042e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.081404999999999991 0.091545000000000015 0.088060000000000013 -0.074054999999999996
decision_type=2 2 2 2 2 2
left_child=-1 -2 -3 4 -4 -6
right_child=1 2 3 -5 5 -7
leaf_value=-0.0085982800566029149 -0.0095750366622033255 0.024787449719635386 0.016630162122815231 -0.018622381092673366 0.0065803753461150917 -0.01169718572972195
leaf_weight=0.0016002574829480547 0.0018031249218222302 0.0010380170100992604 0.0018691016187263021 0.0011960284903356575 0.0010987670093587812 0.001046292245331773
leaf_count=862 828 151 602 462 113 103
internal_value=0 0.0015236 0.00472647 0.00072976 0.00649578 -0.00233484
internal_weight=0 0.00805133 0.00624821 0.00521019 0.00401416 0.00214506
internal_count=3121 2259 1431 1280 818 216
is_linear=0
shrinkage=0.1


Tree=5501
num_leaves=7
num_cat=0
split_feature=16 133 16 1 13 52
split_gain=1.5343e-05 4.37757e-05 5.30416e-05 8.05545e-05 2.72855e-05 3.063e-05
threshold=0.38525000000000004 0.093615000000000018 0.0065250000000000004 1.0000000180025095e-35 -0.010384999999999998 -0.0064899999999999992
decision_type=2 2 2 2 2 2
left_child=1 2 3 -1 -5 -6
right_child=-2 -3 -4 4 5 -7
leaf_value=-0.027850966901836888 0.009814779225061734 -0.020582917280225363 0.017105217626463051 0.013083778756265589 -0.017276567962846805 0.0041071935191398738
leaf_weight=0.0010952052490915028 0.0013341398964829285 0.0010733482040667782 0.0016031802676062801 0.0015591519102754782 0.0010215790912697061 0.0019455689677877509
leaf_count=1006 311 493 392 522 140 257
internal_value=0 -0.00173913 0.00106043 -0.00351534 0.00237303 -0.00325516
internal_weight=0 0.00829803 0.00722469 0.00562151 0.0045263 0.00296715
internal_count=3121 2810 2317 1925 919 397
is_linear=0
shrinkage=0.1


Tree=5502
num_leaves=8
num_cat=0
split_feature=11 3 3 2 1 52 3
split_gain=1.4505e-05 2.29477e-05 4.32225e-05 4.57758e-05 8.48886e-05 5.975e-05 3.26368e-05
threshold=0.076920000000000002 -0.10519499999999998 -0.078934999999999991 0.10613000000000002 0.10937500000000001 -0.066844999999999988 0.0041950000000000008
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -3 5 -5 -4 -7
right_child=-2 2 3 4 -6 6 -8
leaf_value=0.013832430614265888 -0.011321194880416767 -0.01782341020461958 -0.0076692549241650148 -0.029734705448939837 0.0086856049120786396 0.0083376196809134481 0.031639021251752872
leaf_weight=0.0012351909128671219 0.001032996267016059 0.0012517930402890032 0.001326957834659226 0.001037669270664195 0.0012900020118499645 0.0013505530970345089 0.001083199340262291
leaf_count=195 226 1329 262 239 258 479 133
internal_value=0 0.001222 -0.000900057 0.00257944 -0.00844206 0.00940115 0.0187085
internal_weight=0 0.00857537 0.00734017 0.00608838 0.00232767 0.00376071 0.00243375
internal_count=3121 2895 2700 1371 497 874 612
is_linear=0
shrinkage=0.1


Tree=5503
num_leaves=9
num_cat=0
split_feature=4 0 43 4 51 42 3 48
split_gain=4.70463e-05 7.40237e-05 3.64272e-05 3.14996e-05 5.3507e-05 6.58556e-05 5.66735e-05 4.94196e-05
threshold=-0.49013999999999996 -1.0000000180025095e-35 -0.24021999999999996 -0.059649999999999988 -0.057604999999999996 0.088060000000000013 0.076840000000000006 0.086035000000000014
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 -5 6 -6 -8
right_child=1 -3 3 4 5 -7 7 -9
leaf_value=-0.00041197221582384608 -0.00037527676094470234 0.00050542070751461842 -0.00021575482371847079 0.00047318891311599984 -0.00047284268032762709 0.00039631368947095079 0.00036426331319240217 -0.00020767926761258924
leaf_weight=0.0010206769993432339 0.0010387421108899704 0.0011173529892358333 0.0017407214061323038 0.0011059623343048367 0.0012571346879068348 0.0011833872999757683 0.0010326534061110004 0.0013275339961009713
leaf_count=169 153 173 965 418 630 390 118 105
internal_value=0 3.03667e-05 -3.07425e-05 1.60554e-05 8.43709e-05 -5.20296e-06 -0.000136557 4.25629e-05
internal_weight=0 0.00980349 0.00868614 0.00764739 0.00590667 0.00480071 0.00361732 0.00236019
internal_count=3121 2952 2779 2626 1661 1243 853 223
is_linear=0
shrinkage=0.00196078


Tree=5504
num_leaves=9
num_cat=0
split_feature=48 48 150 49 15 15 4 43
split_gain=5.81867e-05 0.000100556 4.90796e-05 5.49303e-05 5.80221e-05 0.000132485 0.000110505 6.49219e-05
threshold=0.11951500000000001 0.092475000000000016 0.086615000000000011 -0.013914999999999999 -0.016799999999999995 -0.10653 -0.059649999999999988 -0.0030899999999999994
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 -5 7 -6
right_child=-2 -3 -4 4 6 -7 -8 -9
leaf_value=0.00043086504852578447 -0.00046252566731538089 0.00054372096283491285 -0.00045209901768294638 0.00016518234838840332 0.00017779552366559257 -0.00069899371693138521 0.00058569401732187223 -0.00037616354279072274
leaf_weight=0.0010317018951457365 0.0010139640738293454 0.0012828363751848084 0.0010009755387650034 0.0013293839804737881 0.0015951481542616467 0.0014007218661852699 0.0012276318533892125 0.0016596670969470837
leaf_count=160 114 251 275 338 701 531 286 465
internal_value=0 2.92841e-05 -4.20974e-05 7.68291e-06 -5.28501e-05 -0.000278196 8.44005e-05 -0.000104674
internal_weight=0 0.0105281 0.00924523 0.00824425 0.00721255 0.00273011 0.00448245 0.00325482
internal_count=3121 3007 2756 2481 2321 869 1452 1166
is_linear=0
shrinkage=0.00196078


Tree=5505
num_leaves=8
num_cat=0
split_feature=16 4 0 3 15 1 2
split_gain=1.36458e-05 4.46571e-05 5.35132e-05 2.98897e-05 6.13215e-05 3.47785e-05 4.36109e-05
threshold=0.38525000000000004 -0.35136499999999998 -0.060129999999999996 -0.08824499999999999 0.088235000000000022 0.094385000000000011 0.11215000000000001
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 -3 5 -5 -7
right_child=-2 2 -4 4 -6 6 -8
leaf_value=-0.020722546670034425 0.009219960050031388 -0.015972054974408689 0.02264561806248145 -0.015229802979798417 0.022117232800507813 0.019010496955726736 -0.0096556478938910062
leaf_weight=0.0010690632252133309 0.0013425567732057763 0.0012684026820208999 0.0010001909948035709 0.0017293022277414883 0.0010950866971598224 0.0010041324127229088 0.001125633771842893
leaf_count=142 311 513 258 959 515 231 192
internal_value=0 -0.0016473 0.00117609 -0.00227484 0.00123203 -0.00469455 0.00385973
internal_weight=0 0.00829181 0.00722275 0.00622256 0.00495416 0.00385907 0.00212977
internal_count=3121 2810 2668 2410 1897 1382 423
is_linear=0
shrinkage=0.1


Tree=5506
num_leaves=8
num_cat=0
split_feature=47 4 4 3 12 52 43
split_gain=3.57201e-05 6.5709e-05 6.53499e-05 5.85764e-05 5.26354e-05 4.19575e-05 5.91218e-05
threshold=0.12794000000000003 0.24564500000000003 0.055260000000000011 0.10299500000000002 0.091545000000000015 -0.0064899999999999992 -0.0037449999999999996
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 4 5 -1 -7
right_child=-2 -3 -4 -5 -6 6 -8
leaf_value=-0.00020303853157233533 -0.00035692311855639288 0.00034865363906669543 -0.00046697116904412559 0.00038819414208796636 -0.00044958946896585391 -0.0001420326287086693 0.00048894447381381593
leaf_weight=0.001655215679255776 0.0010133426564845104 0.0019780884692368007 0.0012266683882902456 0.0013601710195643435 0.0011000265759870936 0.0010349780463081582 0.0012733422430883698
leaf_count=668 82 406 247 122 763 552 281
internal_value=0 3.01002e-05 -5.2265e-05 2.69268e-05 -7.01166e-05 3.5201e-05 0.000206034
internal_weight=0 0.00962849 0.0076504 0.00642373 0.00506356 0.00396354 0.00230832
internal_count=3121 3039 2633 2386 2264 1501 833
is_linear=0
shrinkage=0.00196078


Tree=5507
num_leaves=8
num_cat=0
split_feature=457 52 0 13 4 0 12
split_gain=1.42166e-05 2.90529e-05 4.93587e-05 6.57073e-05 4.06883e-05 7.80373e-05 2.23362e-05
threshold=0.045365000000000009 0.11434500000000002 -0.084269999999999984 -0.077799999999999994 0.053180000000000012 -0.11756999999999999 0.089735000000000023
decision_type=2 2 2 2 2 2 2
left_child=1 2 4 -4 -1 -6 -5
right_child=-2 -3 3 6 5 -7 -8
leaf_value=-0.023693282414650563 0.0097800933958868408 -0.015171587561440533 0.030053767563952255 -0.0091931175273147064 -0.015840089704349976 0.020438917344154414 0.0097942130413643594
leaf_weight=0.001073175860727403 0.0012598325718260446 0.0013295358947306591 0.0010638406765377268 0.0012336959313230444 0.0013843195626163486 0.0010371183611292832 0.0012445800479955465
leaf_count=759 289 489 284 383 159 166 592
internal_value=0 -0.00161456 0.00094694 0.00926581 -0.00748501 -0.000301544 0.000342242
internal_weight=0 0.00836627 0.00703673 0.00354212 0.00349461 0.00242144 0.00247828
internal_count=3121 2832 2343 1259 1084 325 975
is_linear=0
shrinkage=0.1


Tree=5508
num_leaves=10
num_cat=0
split_feature=52 52 4 0 0 1 1 3 52
split_gain=3.06309e-05 7.80386e-05 9.39579e-05 7.07817e-05 5.64792e-05 5.43037e-05 6.26693e-05 5.03868e-05 2.88247e-05
threshold=0.15915500000000002 0.10347000000000002 -0.35136499999999998 -0.077999999999999986 -0.10011499999999998 0.11061500000000002 0.094385000000000011 -0.087319999999999995 -0.0027449999999999996
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 6 8 -5 -4
right_child=-2 -3 3 7 -6 -7 -8 -9 -10
leaf_value=-0.0005941184243746946 -0.00033177059016916267 0.00053542487243434813 -0.00026985525027210675 0.00066063708434403029 -0.00050207094279663348 -0.00029215189838838098 0.00056203281083068793 5.1472903189025941e-05 0.00019943955472335038
leaf_weight=0.0010337552739997915 0.0010496303011341144 0.0010144167563762791 0.0010101773577047626 0.001001277729040264 0.0010003485690596187 0.0015009506643567268 0.0010121781913400921 0.0010907262298251799 0.0010026149637970992
leaf_count=194 368 215 116 169 1158 152 130 486 133
internal_value=0 2.09053e-05 -3.94201e-05 3.58492e-05 -8.04367e-05 1.27557e-05 0.000164047 0.000343032 -3.60895e-05
internal_weight=0 0.00966645 0.00865203 0.00761827 0.00552627 0.00452592 0.00302497 0.002092 0.00201279
internal_count=3121 2753 2538 2344 1689 531 379 655 249
is_linear=0
shrinkage=0.00196078


Tree=5509
num_leaves=7
num_cat=0
split_feature=4 151 12 12 16 16
split_gain=1.37627e-05 2.65293e-05 4.09119e-05 3.86193e-05 3.30999e-05 5.60665e-05
threshold=0.27287000000000006 -0.024429999999999997 0.088305000000000008 0.092355000000000007 -0.08595499999999999 0.023255000000000001
decision_type=2 2 2 2 2 2
left_child=1 -1 4 -4 -3 -6
right_child=-2 2 3 -5 5 -7
leaf_value=0.01142323316932854 0.0089073079524704529 -0.024560513720506435 0.018691011537484155 -0.0044422612356556463 0.01032778339094385 -0.01899899855807409
leaf_weight=0.0012953626745951519 0.0014363474314601681 0.0012306145860841245 0.0011746026952217197 0.0018714366472806262 0.0012751639407438244 0.0013337105953165941
leaf_count=451 352 376 420 805 503 214
internal_value=0 -0.0017059 -0.00417586 0.00447831 -0.0110416 -0.00466467
internal_weight=0 0.00818089 0.00688553 0.00304604 0.00383949 0.00260887
internal_count=3121 2769 2318 1225 1093 717
is_linear=0
shrinkage=0.1


Tree=5510
num_leaves=8
num_cat=0
split_feature=50 15 47 3 42 12 49
split_gain=1.42952e-05 3.19979e-05 3.79895e-05 5.28606e-05 4.40667e-05 0.000120254 5.54682e-05
threshold=0.07826000000000001 -0.15914499999999995 0.096175000000000024 0.10542000000000001 0.091295000000000015 0.084100000000000022 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 4 5 6 -3
right_child=-2 2 -4 -5 -6 -7 -8
leaf_value=0.018006486293301507 -0.010968365943497874 -0.0091680175549841356 -0.016678657977723402 0.019879638789514611 0.013959054687105605 -0.029369393868718997 0.02296735668130738
leaf_weight=0.0010064425218901168 0.0010764040034830129 0.0010504863897439322 0.0012791863518859057 0.0013350672341126968 0.0012139312317575972 0.0015367417589114895 0.0010991248429951484
leaf_count=306 612 172 188 135 421 1013 274
internal_value=0 0.00126198 -0.000980657 0.0022398 -0.00256612 -0.00800793 0.00726323
internal_weight=0 0.00852098 0.00751454 0.00623535 0.00490028 0.00368635 0.00214961
internal_count=3121 2509 2203 2015 1880 1459 446
is_linear=0
shrinkage=0.1


Tree=5511
num_leaves=7
num_cat=0
split_feature=16 1 15 150 16 16
split_gain=1.4384e-05 3.8588e-05 4.89799e-05 3.35046e-05 6.07883e-05 5.18616e-05
threshold=0.38525000000000004 0.077565000000000009 0.035560000000000008 0.080470000000000014 -0.36241499999999999 -0.056919999999999991
decision_type=2 2 2 2 2 2
left_child=1 2 -1 4 -3 -6
right_child=-2 3 -4 -5 5 -7
leaf_value=-0.024352724922664094 0.0095361992316823248 -0.02159269695230015 0.0030748986284770859 0.016791079905856203 0.018207590280395699 -0.007383630482717337
leaf_weight=0.0014093688077772052 0.0013331662920347776 0.0010982059236925084 0.0012101476313622242 0.0013433312069898208 0.0016212895452949159 0.0015479621628802758
leaf_count=733 311 212 778 295 388 404
internal_value=0 -0.00166068 -0.0116819 0.00301793 -0.00131765 0.00570803
internal_weight=0 0.00823031 0.00261952 0.00561079 0.00426746 0.00316925
internal_count=3121 2810 1511 1299 1004 792
is_linear=0
shrinkage=0.1


Tree=5512
num_leaves=8
num_cat=0
split_feature=159 2 43 151 15 43 4
split_gain=2.61414e-05 4.61936e-05 4.87417e-05 4.24378e-05 9.45749e-05 9.55886e-05 1.12623e-05
threshold=-1.0000000180025095e-35 0.088225000000000012 -0.074359999999999996 -0.0083949999999999979 -0.074054999999999996 0.016310000000000002 -0.083644999999999983
decision_type=2 2 2 2 2 2 2
left_child=-1 2 -2 -3 -5 6 -6
right_child=1 3 -4 4 5 -7 -8
leaf_value=-0.00031232863944320494 8.1685434168734074e-05 -0.00018809393011798097 -0.00038605190569809968 0.00065078953183485646 -0.00038546399690967775 0.0004332927406043489 -9.13778872965901e-05
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leaf_count=509 514 291 727 417 209 163 291
internal_value=0 1.89684e-05 -0.000162613 0.000122285 0.000209409 3.45497e-05 -0.000238584
internal_weight=0 0.00946673 0.00343306 0.00603367 0.00471122 0.0033744 0.00200263
internal_count=3121 2612 1241 1371 1080 663 500
is_linear=0
shrinkage=0.00196078


Tree=5513
num_leaves=9
num_cat=0
split_feature=50 160 3 4 16 1 43 3
split_gain=2.64295e-05 4.12781e-05 4.63363e-05 4.75414e-05 9.60239e-05 9.27599e-05 7.06298e-05 3.35506e-05
threshold=0.088425000000000017 -0.08538999999999998 0.12745000000000004 0.0061450000000000003 -0.094359999999999986 0.086560000000000012 -1.0000000180025095e-35 -0.075634999999999994
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 3 5 7 6 -3 -5
right_child=-2 2 -4 4 -6 -7 -8 -9
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leaf_weight=0.0010019798763544864 0.0010115676995016152 0.0013074717194120323 0.0012781052039238638 0.0010491372980776089 0.0017951293639053042 0.0010263688822353461 0.0010494717651597994 0.0010169244563610967
leaf_count=391 560 761 141 155 253 395 280 185
internal_value=0 1.87147e-05 -2.55451e-05 3.51821e-05 0.000183869 -0.000134506 7.97419e-05 -0.000104358
internal_weight=0 0.00952459 0.00852261 0.0072445 0.00386119 0.00338331 0.00235694 0.00206606
internal_count=3121 2561 2170 2029 593 1436 1041 340
is_linear=0
shrinkage=0.00196078


Tree=5514
num_leaves=8
num_cat=0
split_feature=50 15 16 48 0 52 3
split_gain=1.45289e-05 3.09709e-05 3.22891e-05 4.42604e-05 6.63918e-05 5.42792e-05 4.49318e-05
threshold=0.07826000000000001 -0.15914499999999995 -0.36241499999999999 0.091545000000000015 -0.10607499999999999 0.08976000000000002 -0.042499999999999989
decision_type=2 2 2 2 2 2 2
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right_child=-2 2 3 -5 5 -7 -8
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leaf_weight=0.0010073700143321878 0.0010750562289263818 0.0012440317785823501 0.0015603690997196065 0.0010193604499478242 0.0010894336129768484 0.0015414373814150542 0.0010370386608881225
leaf_count=306 612 221 180 220 1017 396 169
internal_value=0 0.00127486 -0.000938732 0.00199079 -0.00172571 -0.00907563 -0.0194328
internal_weight=0 0.00849904 0.00749167 0.00624764 0.00522828 0.00366791 0.00212647
internal_count=3121 2509 2203 1982 1762 1582 1186
is_linear=0
shrinkage=0.1


Tree=5515
num_leaves=9
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split_feature=48 48 1 4 15 42 133 4
split_gain=5.29941e-05 0.000104224 7.20829e-05 9.22024e-05 7.98594e-05 6.89746e-05 5.66164e-05 0.00010698
threshold=0.11951500000000001 0.092475000000000016 0.111945 -0.0016099999999999997 -0.055554999999999993 0.086325000000000013 0.061605000000000007 -0.077834999999999988
decision_type=2 2 2 2 2 2 2 2
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right_child=-2 -3 -4 4 -6 -7 -8 -9
leaf_value=-0.00039434514809827528 -0.00044218797932479056 0.00054549322981112714 0.00028518742427488617 -0.00073774451539743602 -6.2705376048710715e-05 -0.00035976043479183067 0.00056920955409687287 0.00047147216929642043
leaf_weight=0.0011725770416652554 0.0010012959328811249 0.0013179646565316732 0.0019958726684651817 0.0014387191399566487 0.0012673176234831343 0.001219490210658241 0.0010216250042817251 0.0010311722730165266
leaf_count=535 114 251 374 383 194 680 350 240
internal_value=0 2.9989e-05 -4.42903e-05 -0.00013625 -0.000421604 3.74732e-05 0.000187664 1.07857e-05
internal_weight=0 0.0104647 0.00914677 0.0071509 0.00270604 0.00444486 0.00322537 0.00220375
internal_count=3121 3007 2756 2382 577 1805 1125 775
is_linear=0
shrinkage=0.00196078


Tree=5516
num_leaves=9
num_cat=0
split_feature=0 16 4 1 15 49 4 1
split_gain=3.68459e-05 4.92988e-05 4.71879e-05 5.83865e-05 8.47851e-05 7.10751e-05 5.54926e-05 9.31358e-05
threshold=0.15398500000000004 0.26676500000000009 -0.15764999999999998 0.085110000000000005 0.088235000000000022 -0.047584999999999995 -1.0000000180025095e-35 0.10752500000000002
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 -1 4 -4 -5 -7 -8
right_child=-2 -3 3 5 -6 6 7 -9
leaf_value=0.00036816575908262352 0.00034826135893828994 -0.00042840155418816792 -0.00070167833090104621 0.00042536521156743152 6.956074708778365e-05 0.00031885925885713771 -0.00064497223242558068 6.6521551495571469e-05
leaf_weight=0.0011845935174307036 0.0010050427520891412 0.0011450479591215137 0.0011147445087529712 0.0014664646442416468 0.0010779764587447163 0.0010019951436591431 0.0011706016708402695 0.0017874157609361371
leaf_count=134 60 362 1082 230 411 416 125 301
internal_value=0 -4.56783e-05 4.09984e-06 -5.25032e-05 -0.000322525 5.66066e-05 -7.99514e-05 -0.000215044
internal_weight=0 0.00994884 0.00880379 0.0076192 0.00219272 0.00542648 0.00396001 0.00295802
internal_count=3121 3061 2699 2565 1493 1072 842 426
is_linear=0
shrinkage=0.00196078


Tree=5517
num_leaves=9
num_cat=0
split_feature=48 48 484 51 3 15 3 4
split_gain=7.13785e-05 0.000100762 7.48783e-05 6.02704e-05 5.98456e-05 6.55336e-05 0.000125436 4.26092e-05
threshold=0.11951500000000001 0.092475000000000016 0.084040000000000017 0.084305000000000019 -0.10519499999999998 0.088235000000000022 -0.049509999999999992 0.053925000000000008
decision_type=2 2 2 2 2 2 2 2
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right_child=-2 -3 -4 -5 5 -7 7 -9
leaf_value=0.00030252020674086414 -0.00050691347020724662 0.00054192630477984413 0.00043583452003742985 -0.000515391107282991 -0.00084709148284970196 0.00022348931135451086 0.00013157672001462662 -0.00035442681615218199
leaf_weight=0.0015799176482211349 0.0010227703074287752 0.0013222882365828735 0.0011334646585688174 0.0011627473935968075 0.0010391814954641651 0.0014651541062022716 0.0018123369014510422 0.001123515715907338
leaf_count=263 114 251 341 302 916 535 180 219
internal_value=0 3.54083e-05 -3.64831e-05 -0.000101907 -3.34213e-05 -0.000130984 -0.000261639 -5.4411e-05
internal_weight=0 0.0106386 0.00931632 0.00818285 0.00702011 0.00544019 0.00397503 0.00293585
internal_count=3121 3007 2756 2415 2113 1850 1315 399
is_linear=0
shrinkage=0.00196078


Tree=5518
num_leaves=9
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split_feature=48 48 1 4 52 12 15 3
split_gain=6.00546e-05 9.48808e-05 6.11296e-05 7.26671e-05 6.53378e-05 9.41553e-05 5.73015e-05 2.81401e-05
threshold=0.11951500000000001 0.092475000000000016 0.111945 -0.0016099999999999997 -0.082554999999999976 0.081420000000000006 -0.055554999999999993 -0.082974999999999979
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 -6 -5 -7
right_child=-2 -3 -4 6 5 7 -8 -9
leaf_value=-0.00041238240193247736 -0.00047466600232121922 0.00052534128442548319 0.00026371745267155986 -0.00065632232319021242 0.00061601049313524169 0.00013589467037132934 -8.1327449572696754e-05 -0.0003050962916419089
leaf_weight=0.0010004169672840125 0.0010008895628749763 0.0012919531578310982 0.0019564951455855314 0.0014009013641338556 0.0011421601696736255 0.0011557972774546912 0.0012708066555435968 0.0010725937986667895
leaf_count=452 114 251 374 383 119 648 194 586
internal_value=0 2.84453e-05 -4.28908e-05 -0.000128068 2.76485e-05 0.000158255 -0.000382824 -7.6368e-05
internal_weight=0 0.0102911 0.00899917 0.00704268 0.00437097 0.00337055 0.00267171 0.00222839
internal_count=3121 3007 2756 2382 1805 1353 577 1234
is_linear=0
shrinkage=0.00196078


Tree=5519
num_leaves=9
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split_feature=48 16 15 15 52 3 1 1
split_gain=5.91236e-05 7.36896e-05 5.70838e-05 7.10316e-05 6.62758e-05 6.86062e-05 7.5337e-05 0.000109007
threshold=0.11951500000000001 -0.48836499999999994 0.088655000000000025 -0.14147499999999996 -0.12005499999999998 -0.082974999999999979 0.094385000000000011 0.086560000000000012
decision_type=2 2 2 2 2 2 2 2
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right_child=-2 2 -4 4 5 6 -8 -9
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internal_value=0 3.28799e-05 -3.15845e-05 2.91897e-05 0.000103276 0.0001904 3.51784e-05 -0.000148265
internal_weight=0 0.0101258 0.00881635 0.00767726 0.00665099 0.00555115 0.00368342 0.00257953
internal_count=3121 3007 2763 2127 1829 1413 780 549
is_linear=0
shrinkage=0.00196078


Tree=5520
num_leaves=7
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split_feature=12 0 15 49 15 12
split_gain=1.46775e-05 3.40696e-05 5.21733e-05 7.70667e-05 6.55094e-05 5.0074e-05
threshold=0.10711000000000002 -0.019414999999999998 -0.0063699999999999989 -0.047584999999999995 -0.10091499999999999 0.088305000000000008
decision_type=2 2 2 2 2 2
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right_child=-2 -3 5 4 -6 -7
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leaf_weight=0.0010840510806472709 0.0010421176991758799 0.0017658946211105133 0.0013288328976430734 0.0019515364472853982 0.001242825629064275 0.0012768929418698317
leaf_count=261 285 318 585 422 685 565
internal_value=0 0.00120545 -0.00197312 -0.00876707 -0.0165856 0.00918206
internal_weight=0 0.00865003 0.00688414 0.00427841 0.00319436 0.00260573
internal_count=3121 2836 2518 1368 1107 1150
is_linear=0
shrinkage=0.1


Tree=5521
num_leaves=10
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split_feature=0 52 16 0 49 2 42 4 0
split_gain=3.52437e-05 5.1639e-05 6.58463e-05 7.14958e-05 6.38225e-05 6.19543e-05 0.000104499 6.33615e-05 1.89646e-05
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decision_type=2 2 2 2 2 2 2 2 2
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right_child=-2 -3 -4 8 5 -7 -8 -9 -10
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leaf_count=153 60 360 343 427 673 168 603 139 195
internal_value=0 -4.44331e-05 2.75223e-06 6.29081e-05 -4.83349e-05 -0.000150344 -2.03952e-05 0.000206484 0.000373222
internal_weight=0 0.00999249 0.00898557 0.0079628 0.00586153 0.00469457 0.00352228 0.00242703 0.00210127
internal_count=3121 3061 2701 2358 1736 1583 1415 812 622
is_linear=0
shrinkage=0.00196078


Tree=5522
num_leaves=7
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split_feature=1 457 15 42 43 2
split_gain=1.82529e-05 2.79629e-05 2.87707e-05 4.71655e-05 8.56197e-05 4.89793e-05
threshold=0.13146500000000003 0.045365000000000009 0.090615000000000015 0.088915000000000008 -0.077604999999999993 0.098260000000000014
decision_type=2 2 2 2 2 2
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leaf_count=646 234 274 519 505 657 286
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internal_weight=0 0.00865527 0.00745531 0.00642153 0.00518984 0.00388618
internal_count=3121 2887 2613 2094 1589 943
is_linear=0
shrinkage=0.1


Tree=5523
num_leaves=8
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split_feature=14 15 43 42 2 43 4
split_gain=5.86696e-05 7.35203e-05 4.34882e-05 5.44948e-05 7.05042e-05 0.000102307 5.7478e-05
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decision_type=2 2 2 2 2 2 2
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leaf_weight=0.0010315802846664725 0.0015448802338084563 0.0015032182954723495 0.001424639338807791 0.0017504248007711529 0.0010116608958193451 0.0012204568287144221 0.0017973286452575552
leaf_count=161 388 182 379 931 420 149 511
internal_value=0 4.03758e-05 -2.95619e-05 -9.28572e-05 3.75138e-06 -0.000128807 -0.000334749
internal_weight=0 0.0102526 0.00870773 0.00720451 0.00545409 0.00402945 0.00280899
internal_count=3121 2960 2572 2390 1459 1080 931
is_linear=0
shrinkage=0.00196078


Tree=5524
num_leaves=8
num_cat=0
split_feature=52 52 4 0 1 1 2
split_gain=2.59352e-05 6.47456e-05 8.31174e-05 8.77257e-05 4.41796e-05 3.8648e-05 0.000120791
threshold=0.15915500000000002 0.10347000000000002 -0.35136499999999998 -0.062294999999999996 0.077565000000000009 0.11181500000000001 0.089775000000000008
decision_type=2 2 2 2 2 2 2
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leaf_count=194 368 215 1169 294 467 238 176
internal_value=0 2.36404e-05 -3.10925e-05 3.89339e-05 -6.3514e-05 2.16753e-05 0.000145868
internal_weight=0 0.0096718 0.00866342 0.00764684 0.00617697 0.00488717 0.00324233
internal_count=3121 2753 2538 2344 2050 881 643
is_linear=0
shrinkage=0.00196078


Tree=5525
num_leaves=9
num_cat=0
split_feature=1 484 457 4 0 42 2 16
split_gain=1.48291e-05 2.57278e-05 4.57205e-05 4.61969e-05 7.42799e-05 5.68335e-05 5.24222e-05 3.03276e-05
threshold=0.13146500000000003 0.084040000000000017 0.045365000000000009 -0.082109999999999975 -0.084144999999999984 0.08623500000000002 0.092235000000000025 0.15891500000000003
decision_type=2 2 2 2 2 2 2 2
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right_child=-2 -3 -4 4 -6 -7 -8 -9
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internal_weight=0 0.00867421 0.00766582 0.00664178 0.00444963 0.0034172 0.00238617 0.00219215
internal_count=3121 2887 2559 2341 1685 842 533 656
is_linear=0
shrinkage=0.1


Tree=5526
num_leaves=9
num_cat=0
split_feature=48 48 1 4 0 42 2 2
split_gain=4.07264e-05 7.36622e-05 6.57534e-05 4.7345e-05 7.40034e-05 4.80306e-05 5.10632e-05 0.000122995
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decision_type=2 2 2 2 2 2 2 2
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right_child=-2 -3 -4 4 -6 -7 -8 -9
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internal_value=0 2.69881e-05 -3.45002e-05 -0.000125597 -0.000336745 1.6228e-06 0.00012942 -5.15886e-05
internal_weight=0 0.00986228 0.00871487 0.00677631 0.00254776 0.00422855 0.00307758 0.00203326
internal_count=3121 3004 2756 2382 577 1805 1125 903
is_linear=0
shrinkage=0.00196078


Tree=5527
num_leaves=7
num_cat=0
split_feature=51 150 2 4 0 13
split_gain=1.58119e-05 3.49446e-05 5.14213e-05 3.48313e-05 4.82048e-05 5.09732e-05
threshold=0.086685000000000012 0.081835000000000019 0.11389000000000002 0.16173500000000005 -0.084804999999999978 -0.0034749999999999994
decision_type=2 2 2 2 2 2
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right_child=-2 -3 -4 -5 5 -7
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internal_weight=0 0.00817444 0.00712373 0.00598412 0.00465147 0.00331549
internal_count=3121 2676 2349 2031 1847 1091
is_linear=0
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Tree=5528
num_leaves=9
num_cat=0
split_feature=0 52 16 0 49 2 3 0
split_gain=5.03398e-05 4.68537e-05 7.04134e-05 9.24418e-05 5.2918e-05 6.63663e-05 0.000111706 2.48366e-05
threshold=0.15398500000000004 0.15915500000000002 0.26799500000000004 -0.077999999999999986 -0.080089999999999981 0.11215000000000001 -1.0000000180025095e-35 -0.033209999999999996
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 6 -6 -5
right_child=-2 -3 -4 7 5 -7 -8 -9
leaf_value=0.00030900046663164779 0.00040624509764298377 -0.00045263225042253591 -0.00048117163643889813 0.00061210975500408313 -0.00035690691582875234 -0.00056354407994369817 0.0003413706843101865 0.0001868161807687589
leaf_weight=0.0011443593724728323 0.0010249465395268482 0.0010001924737739797 0.0010559451420734675 0.0011050456487544961 0.0018618779197822094 0.0011805742468316578 0.0016715909440187906 0.0010108583876169844
leaf_count=153 60 360 343 427 1277 168 138 195
internal_value=0 -4.99618e-05 -5.36197e-06 5.7644e-05 -6.9231e-05 -0.000161049 -2.65702e-05 0.000408929
internal_weight=0 0.0100304 0.00903025 0.00797431 0.0058584 0.00471404 0.00353347 0.0021159
internal_count=3121 3061 2701 2358 1736 1583 1415 622
is_linear=0
shrinkage=0.00196078


Tree=5529
num_leaves=9
num_cat=0
split_feature=15 151 12 4 4 1 1 15
split_gain=4.59059e-05 4.85329e-05 6.58135e-05 8.99981e-05 7.22239e-05 0.000108168 8.27873e-05 5.95796e-05
threshold=-0.24436499999999997 -0.086654999999999982 0.086850000000000024 0.09173000000000002 0.09173000000000002 0.094385000000000011 0.086560000000000012 0.088235000000000022
decision_type=2 2 2 2 2 2 2 2
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leaf_value=0.00038814119126242858 0.00035933277841786052 -8.7103778387813822e-05 -0.00033852341875211802 0.00048301919976788177 -0.00070317929412034891 0.00033973298737453243 -0.00079049569722910442 0.00026046450396346771
leaf_weight=0.0010136187775912362 0.0010093757670508489 0.0017609452780103312 0.0017493164638553182 0.0014543383777770513 0.0010422015481209943 0.001308989302954732 0.001013629134553779 0.0010053652346233067
leaf_count=253 260 633 834 150 129 212 99 551
internal_value=0 -4.9105e-05 -9.32696e-05 8.84174e-05 -0.000242462 -0.000124878 -0.000344072 -0.000119913
internal_weight=0 0.0103442 0.00933479 0.00420902 0.00512577 0.00408356 0.00277457 0.00275468
internal_count=3121 2868 2608 1535 1073 944 732 1385
is_linear=0
shrinkage=0.00196078


Tree=5530
num_leaves=8
num_cat=0
split_feature=16 133 16 1 2 0 52
split_gain=1.38016e-05 3.76495e-05 4.21003e-05 6.5035e-05 2.74814e-05 4.68753e-05 8.80129e-05
threshold=0.38525000000000004 0.093615000000000018 0.0065250000000000004 1.0000000180025095e-35 0.11474000000000002 -0.10607499999999999 -0.0064899999999999992
decision_type=2 2 2 2 2 2 2
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right_child=-2 -3 -4 4 -6 -7 -8
leaf_value=-0.025005169803816691 0.0092262792589007277 -0.019181507760413736 0.015140873969503213 -0.014655946112357005 0.016747174754035747 -0.016983116138128321 0.02488510927793244
leaf_weight=0.0010971059426303151 0.0013571477121357327 0.0010680519621177227 0.0016199487997080207 0.0010408643034016101 0.0010010858579548917 0.0013187049929821405 0.0012259432210693921
leaf_count=1006 311 493 392 126 204 437 152
internal_value=0 -0.00164485 0.000919627 -0.00313366 0.00209796 -0.00199214 0.00672879
internal_weight=0 0.00837171 0.00730365 0.0056837 0.0045866 0.00358551 0.00226681
internal_count=3121 2810 2317 1925 919 715 278
is_linear=0
shrinkage=0.1


Tree=5531
num_leaves=10
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split_feature=4 0 43 42 49 15 51 12 2
split_gain=3.61919e-05 7.68318e-05 4.0935e-05 3.80875e-05 0.000100853 8.67539e-05 7.35637e-05 5.67153e-05 3.73573e-05
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decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 -4 -6 8 -8
right_child=1 -3 3 -5 6 -7 7 -9 -10
leaf_value=-0.00036189425833268844 -0.0003999753130948202 0.0004933887669489053 3.6030444617408691e-06 0.00031697708739137904 0.0005850997560887237 -0.00077500873291261384 -0.00045293306767238553 0.00031064589541039927 6.5302827011703686e-05
leaf_weight=0.0010351342345367885 0.0010636316239150149 0.0011799101474041307 0.0010789081880021641 0.001297019589825762 0.0010095631452774669 0.0011226916499094599 0.0011479933787307455 0.0012737111028798195 0.0010011803692084702
leaf_count=156 153 186 191 610 292 298 610 497 128
internal_value=0 2.29423e-05 -3.87701e-05 9.67096e-06 -5.04103e-05 -0.000393445 0.000119975 -1.7211e-05 -0.000211516
internal_weight=0 0.0101746 0.0089947 0.00793107 0.00663405 0.0022016 0.00443245 0.00342288 0.00214917
internal_count=3121 2965 2779 2626 2016 489 1527 1235 738
is_linear=0
shrinkage=0.00196078


Tree=5532
num_leaves=10
num_cat=0
split_feature=48 16 15 48 15 15 3 52 52
split_gain=9.03074e-05 0.000120183 7.31344e-05 8.06149e-05 6.19663e-05 0.000108888 0.000118012 8.80043e-05 7.00865e-05
threshold=0.11951500000000001 -0.48836499999999994 -0.14147499999999996 0.089575000000000016 -0.095244999999999982 -0.016799999999999995 0.10542000000000001 -1.0000000180025095e-35 0.090245000000000006
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 -4 -6 7 -7 -9
right_child=-2 2 3 -5 5 6 -8 8 -10
leaf_value=0.00058092888128960594 -0.00056547440021018189 -0.0005130507342976931 0.00034151709969926035 0.00052891178376264817 -0.0007061962023707627 -0.00067206277596884632 0.00055385783168964591 0.00028041888805802159 -0.00037120242474221774
leaf_weight=0.0013845238471024311 0.0010314471748485024 0.0011002213930602555 0.0012719675443704625 0.0010634166834718141 0.0010545480004134893 0.0010083320566266598 0.001097889416157613 0.0015283651945045044 0.0010851992524711037
leaf_count=244 114 298 130 214 564 425 66 650 416
internal_value=0 4.22996e-05 -3.86722e-05 2.56853e-05 -5.02608e-05 -0.000136562 -9.28727e-06 -0.000179991 9.85393e-06
internal_weight=0 0.0105945 0.00920994 0.00810972 0.0070463 0.00577433 0.00471979 0.0036219 0.00261356
internal_count=3121 3007 2763 2465 2251 2121 1557 1491 1066
is_linear=0
shrinkage=0.00196078


Tree=5533
num_leaves=9
num_cat=0
split_feature=48 16 15 15 16 0 0 52
split_gain=3.58948e-05 7.28366e-05 6.37837e-05 7.25442e-05 6.50835e-05 0.000114601 8.66129e-05 7.17406e-05
threshold=0.11926500000000002 -0.48836499999999994 -0.14147499999999996 -0.095244999999999982 -0.010264999999999998 -0.084269999999999984 -0.053834999999999994 0.096795000000000006
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 5 -5 -6 -8
right_child=-2 2 3 4 6 -7 7 -9
leaf_value=0.00047684947361059383 -0.00035155963754650955 -0.00049522530488659065 0.00042378144006192161 -0.00079850305673202717 0.00053086660829471338 8.201525947385605e-05 -0.00042535682053788904 0.00024407009399222078
leaf_weight=0.0012321463147290249 0.0010413795591786785 0.0010123090181000643 0.0014441766225552072 0.0010584959107039972 0.0011887554310893657 0.0012270997778545806 0.001319752005585071 0.0011533846197726966
leaf_count=242 117 298 170 614 635 719 278 48
internal_value=0 3.16396e-05 -3.36347e-05 2.95814e-05 -6.61388e-05 -0.000325767 9.59099e-05 -0.000113159
internal_weight=0 0.00963612 0.00840397 0.00739166 0.00594749 0.0022856 0.00366189 0.00247314
internal_count=3121 3004 2762 2464 2294 1333 961 326
is_linear=0
shrinkage=0.00196078


Tree=5534
num_leaves=9
num_cat=0
split_feature=48 16 15 48 13 0 4 42
split_gain=6.68476e-05 8.41562e-05 7.28573e-05 6.73214e-05 7.39383e-05 9.10607e-05 8.9895e-05 5.40324e-05
threshold=0.11951500000000001 -0.48836499999999994 -0.14147499999999996 0.089575000000000016 -0.033284999999999988 -0.10607499999999999 -0.077679999999999985 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 6 -6 -4 -7
right_child=-2 2 3 -5 5 7 -8 -9
leaf_value=0.0005030301539837548 -0.00048695900475229916 -0.00051343959184536468 6.5176967371817756e-05 0.00050450211522781057 0.00056535389775164624 -0.00037795023825689056 -0.00067387968421582143 0.00016111564853777294
leaf_weight=0.0013112974557816315 0.0010204126112874331 0.0010526571059817818 0.0012818018415869117 0.0010247278740458691 0.0012609592819560144 0.0012298235236976682 0.0012496510460232014 0.0017072993154687347
leaf_count=244 114 298 376 214 137 625 877 236
internal_value=0 3.9602e-05 -2.93996e-05 3.63098e-05 -3.49834e-05 0.000124616 -0.000299658 -6.46005e-05
internal_weight=0 0.0101182 0.00880692 0.00775426 0.00672954 0.00419808 0.00253145 0.00293712
internal_count=3121 3007 2763 2465 2251 998 1253 861
is_linear=0
shrinkage=0.00196078


Tree=5535
num_leaves=8
num_cat=0
split_feature=0 16 2 3 0 15 4
split_gain=3.57528e-05 4.05854e-05 3.632e-05 8.01825e-05 8.64364e-05 6.74535e-05 6.52467e-05
threshold=0.15398500000000004 0.26676500000000009 0.10699500000000002 0.090900000000000009 -0.077999999999999986 -0.074054999999999996 0.053180000000000012
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 4 6 -4 -1
right_child=-2 -3 5 -5 -6 -7 -8
leaf_value=-0.00043259260828191017 0.00034172107696586523 -0.00039003936612980373 7.4207680502373801e-05 0.00057709949054618221 0.00036905805208045227 -0.00055558002294327214 0.00011481987607654879
leaf_weight=0.00191148030618302 0.0010132500541571521 0.0011571510207631008 0.0015686442509130747 0.0010532450513956208 0.0015241806700285578 0.0011211782464832045 0.0014893953986408427
leaf_count=1396 60 362 285 114 455 220 229
internal_value=0 -4.5126e-05 9.18248e-07 8.60543e-05 -1.89579e-05 -0.000188302 -0.000192856
internal_weight=0 0.00982527 0.00866812 0.0059783 0.00492506 0.00268982 0.00340088
internal_count=3121 3061 2699 2194 2080 505 1625
is_linear=0
shrinkage=0.00196078


Tree=5536
num_leaves=8
num_cat=0
split_feature=48 48 1 4 0 4 2
split_gain=7.21775e-05 7.7876e-05 7.72725e-05 5.06625e-05 7.73037e-05 4.31228e-05 4.33394e-05
threshold=0.11951500000000001 0.092475000000000016 0.111945 -0.0016099999999999997 -0.10224499999999999 -0.064804999999999988 0.093680000000000013
decision_type=2 2 2 2 2 2 2
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right_child=-2 -3 -4 4 -6 -7 -8
leaf_value=-0.00032101683560327606 -0.0005106392719657827 0.00050079589395816396 0.00031618131291553096 -0.00064878525734058138 3.2328910110567685e-05 0.00036276722797115129 0.00012497688066550851
leaf_weight=0.00169958684922427 0.001016938116566877 0.0012253044342402592 0.0019710634071707315 0.0014180738391720482 0.0011685864307471657 0.0010000058104467722 0.0016518642388153343
leaf_count=914 114 251 374 214 363 631 260
internal_value=0 3.73194e-05 -2.64238e-05 -0.000123755 -0.000341075 5.42765e-06 -0.000101195
internal_weight=0 0.0101345 0.00890918 0.00693812 0.00258666 0.00435146 0.00335145
internal_count=3121 3007 2756 2382 577 1805 1174
is_linear=0
shrinkage=0.00196078


Tree=5537
num_leaves=8
num_cat=0
split_feature=51 150 49 42 16 16 4
split_gain=1.32457e-05 2.93102e-05 5.14126e-05 5.45018e-05 5.33083e-05 4.23346e-05 1.25548e-05
threshold=0.086685000000000012 0.081835000000000019 -0.00064499999999999985 -0.088669999999999985 -0.091354999999999978 0.16703000000000004 -0.046564999999999988
decision_type=2 2 2 2 2 2 2
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right_child=-2 -3 3 4 5 -7 -8
leaf_value=-0.021715584718680118 -0.0086490390341490888 0.016938986334147366 0.023617136991193027 -0.016320956248995846 0.0062095654296899947 -0.0084091757781098331 0.021486303173307086
leaf_weight=0.0010150499482452424 0.0015473481908671359 0.0010623729407254739 0.0010260775092482992 0.0016696608638354393 0.0010408439116450538 0.0013639325609197321 0.0011134277503987385
leaf_count=271 445 327 299 463 697 340 279
internal_value=0 0.00142953 -0.00084974 0.0025587 -0.00160632 0.00537692 0.0141053
internal_weight=0 0.00829137 0.00722899 0.00621394 0.00518787 0.0035182 0.00215427
internal_count=3121 2676 2349 2078 1779 1316 976
is_linear=0
shrinkage=0.1


Tree=5538
num_leaves=9
num_cat=0
split_feature=14 15 0 52 13 13 1 3
split_gain=4.53279e-05 8.88548e-05 4.59332e-05 7.54068e-05 7.85317e-05 4.73312e-05 6.74504e-05 8.07973e-05
threshold=-1.0000000180025095e-35 -0.10653 0.15398500000000004 0.10160000000000001 -0.095304999999999987 -0.017449999999999997 0.086560000000000012 0.076840000000000006
decision_type=2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 -3 -6 -7 -8
right_child=1 2 -4 -5 5 6 7 -9
leaf_value=-0.00040404559885728143 0.00047003757318740485 0.0004195747037915761 0.00034682804374843389 -0.00057920002723469094 -0.00048242797527747798 0.00033073490637440517 0.00018860731887502912 -0.00050266770198378907
leaf_weight=0.0010012866794348969 0.001520326345255116 0.0012684589969023576 0.0010140529024317115 0.0010719314287243719 0.0011163132195868269 0.0013514021806169856 0.0011349611804096493 0.0015215441397076618
leaf_count=161 388 187 55 456 912 534 309 119
internal_value=0 3.35343e-05 -4.4736e-05 -9.79292e-05 -1.72292e-05 -0.000125356 -2.59021e-05 -0.000207328
internal_weight=0 0.00999899 0.00847866 0.00746461 0.00639268 0.00512422 0.00400791 0.00265651
internal_count=3121 2960 2572 2517 2061 1874 962 428
is_linear=0
shrinkage=0.00196078


Tree=5539
num_leaves=8
num_cat=0
split_feature=48 16 52 0 16 0 52
split_gain=4.23123e-05 9.0968e-05 7.57613e-05 7.52148e-05 8.08322e-05 6.96007e-05 4.47184e-05
threshold=0.11951500000000001 -0.48836499999999994 0.11434500000000002 -0.077999999999999986 0.15891500000000003 -0.10607499999999999 -0.046924999999999988
decision_type=2 2 2 2 2 2 2
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right_child=-2 2 -4 4 -6 -7 -8
leaf_value=0.00051284198835452191 -0.00039079795263765617 0.00029464953703165538 -0.00049852048959554186 0.00057319357336317231 -2.748581086487938e-05 -0.0004982577485382739 -0.00021420355953493119
leaf_weight=0.0013113318625826162 0.0010046273006615149 0.0013206319633562742 0.0012003264425192372 0.0015698548541710311 0.0019083126040658877 0.0014257087917013034 0.0013354082071867237
leaf_count=244 114 167 401 465 367 1222 141
internal_value=0 3.11969e-05 -4.09012e-05 3.17574e-05 0.000243628 -0.000148783 3.88075e-05
internal_weight=0 0.0100716 0.00876024 0.00755992 0.00347817 0.00408175 0.00265604
internal_count=3121 3007 2763 2362 832 1530 308
is_linear=0
shrinkage=0.00196078


Tree=5540
num_leaves=7
num_cat=0
split_feature=42 157 43 16 0 1
split_gain=1.34751e-05 3.40333e-05 3.47495e-05 7.30961e-05 7.23947e-05 3.19391e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.074359999999999996 -0.056919999999999991 -0.10224499999999999 0.10508500000000001
decision_type=2 2 2 2 2 2
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leaf_count=862 504 624 122 414 454 141
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internal_weight=0 0.00822375 0.00709547 0.00516141 0.00342616 0.00222389
internal_count=3121 2259 1755 1131 717 263
is_linear=0
shrinkage=0.1


Tree=5541
num_leaves=7
num_cat=0
split_feature=50 3 47 49 13 3
split_gain=1.34971e-05 3.02984e-05 4.98056e-05 4.78149e-05 7.48567e-05 1.68558e-05
threshold=0.07826000000000001 -0.10519499999999998 0.077555000000000013 -0.054319999999999993 -0.033284999999999988 -0.14989499999999997
decision_type=2 2 2 2 2 2
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leaf_weight=0.0010303018898664184 0.0011067039846861795 0.0014076998648959497 0.001946353667331281 0.001353966462959755 0.0019483480124398277 0.0010389133244566974
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internal_weight=0 0.00872558 0.00665637 0.00471001 0.00330231 0.00206922
internal_count=3121 2509 2162 1865 1569 347
is_linear=0
shrinkage=0.1


Tree=5542
num_leaves=8
num_cat=0
split_feature=48 0 3 2 43 0 13
split_gain=5.9049e-05 8.23932e-05 4.24249e-05 5.32552e-05 4.92791e-05 7.90123e-05 6.7052e-05
threshold=0.11951500000000001 -0.17169499999999996 0.13524500000000003 0.10699500000000002 -0.09225499999999999 -0.055064999999999996 -0.014169999999999999
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 6 -6
right_child=-2 2 -4 -5 5 -7 -8
leaf_value=0.00041211482167632913 -0.00046766089683100297 -0.00029311983893087426 0.00031342340113227725 -0.00047730428671596353 -0.0003447749945258942 0.00050917231208152285 0.00026219153799991529
leaf_weight=0.0017951521655262493 0.0010023259450184152 0.0018636080665245386 0.0010666392545450086 0.0012287271879760937 0.0016444433001216031 0.0012214627390573838 0.0012180629890155698
leaf_count=165 114 361 143 430 1234 232 442
internal_value=0 3.14521e-05 -5.14488e-05 -0.000105681 -2.89063e-05 9.16603e-05 -8.64966e-05
internal_weight=0 0.0100381 0.00824294 0.0071763 0.00594758 0.00408397 0.00286251
internal_count=3121 3007 2842 2699 2269 1908 1676
is_linear=0
shrinkage=0.00196078


Tree=5543
num_leaves=8
num_cat=0
split_feature=16 4 0 151 2 16 13
split_gain=1.4133e-05 3.55386e-05 5.27647e-05 2.72095e-05 5.12066e-05 8.06849e-05 1.58516e-05
threshold=0.38525000000000004 -0.35136499999999998 -0.061629999999999997 -0.044604999999999992 0.088225000000000012 -0.091114999999999988 -0.0034749999999999994
decision_type=2 2 2 2 2 2 2
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right_child=-2 2 -4 4 5 -7 -8
leaf_value=-0.018469946095898252 0.00926989862126598 -0.01506026469083096 0.02168123842500233 -0.002559553331921656 0.023432410869992495 -0.010333684745229908 -0.020212325162456916
leaf_weight=0.0010944937211365387 0.0013763645502965676 0.0013714613589585079 0.0010429419569762044 0.0010259462029867457 0.0016985359669212969 0.0012130813806568261 0.0010089338775465416
leaf_count=142 311 448 266 860 317 539 238
internal_value=0 -0.00165707 0.000842836 -0.00259708 0.000858452 0.00936428 -0.0113121
internal_weight=0 0.00845539 0.0073609 0.00631796 0.0049465 0.00291162 0.00203488
internal_count=3121 2810 2668 2402 1954 856 1098
is_linear=0
shrinkage=0.1


Tree=5544
num_leaves=9
num_cat=0
split_feature=14 15 52 13 13 1 3 12
split_gain=3.70705e-05 8.62442e-05 4.67694e-05 7.50881e-05 8.90576e-05 6.12817e-05 8.58239e-05 2.03133e-05
threshold=-1.0000000180025095e-35 -0.10653 0.11434500000000002 -0.095304999999999987 -0.033284999999999988 0.086560000000000012 0.076840000000000006 0.082850000000000021
decision_type=2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 -5 7 -7 -6
right_child=1 2 -4 4 5 6 -8 -9
leaf_value=-0.00036702284453833439 0.00045570849921961046 0.00038121337742256226 -0.00041787271231793837 -0.00060136559758304021 0.0004770922044483372 0.0002312224019760723 -0.00047749694704979161 8.3086015556781188e-05
leaf_weight=0.0010018507717685062 0.0015391330079227656 0.0016224296447683697 0.0011418746387079097 0.0010888031727154905 0.001004095511360344 0.0011516534539578013 0.0015292496220212226 0.0010082198142549721
leaf_count=161 388 200 377 945 119 329 119 483
internal_value=0 2.84421e-05 -4.85055e-05 8.4563e-06 -9.6139e-05 2.10711e-05 -0.000173048 0.000279685
internal_weight=0 0.0100855 0.00854633 0.00740445 0.00578202 0.00469322 0.0026809 0.00201232
internal_count=3121 2960 2572 2195 1995 1050 448 602
is_linear=0
shrinkage=0.00196078


Tree=5545
num_leaves=8
num_cat=0
split_feature=1 42 160 16 2 16 3
split_gain=1.34255e-05 2.52821e-05 3.76826e-05 4.79787e-05 5.7416e-05 6.04862e-05 2.81852e-05
threshold=0.13146500000000003 0.092395000000000019 0.088405000000000011 -0.49446999999999991 0.086950000000000013 -0.011989999999999999 -0.078934999999999991
decision_type=2 2 2 2 2 2 2
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right_child=-2 -3 -4 4 5 -7 -8
leaf_value=0.017925551479110402 0.01054048239629537 -0.014315533301663134 0.018399139123749502 -0.0057506679288808829 -0.030940967141400062 -0.0027826837725118429 0.016551477272009119
leaf_weight=0.0010141557005307915 0.0010547335593853605 0.0012924632371639601 0.0010495862866165568 0.0010490862188819463 0.0013109719563132965 0.001824593151166112 0.0012322938597032476
leaf_count=137 234 570 267 716 507 485 205
internal_value=0 -0.00140066 0.000830688 -0.00203657 -0.00577386 -0.0145556 0.0062959
internal_weight=0 0.00877315 0.00748069 0.0064311 0.00541695 0.00313557 0.00228138
internal_count=3121 2887 2317 2050 1913 992 921
is_linear=0
shrinkage=0.1


Tree=5546
num_leaves=9
num_cat=0
split_feature=4 0 43 42 1 16 48 16
split_gain=3.53434e-05 9.5543e-05 6.4374e-05 3.52238e-05 7.40762e-05 5.76322e-05 5.52383e-05 5.1265e-05
threshold=-0.49405499999999997 1.0000000180025095e-35 -0.24021999999999996 0.091465000000000005 1.0000000180025095e-35 -0.44310499999999992 0.086260000000000017 -0.056919999999999991
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 -4 -6 7 -7
right_child=1 -3 3 -5 5 6 -8 -9
leaf_value=-0.00036041818033470441 -0.00050260682628988651 0.00054602949555864887 -0.00048318742813928547 0.00031046658275981666 -0.00034532668265962405 0.00057753723875386828 -0.00019472502936537353 6.2825294413604006e-05
leaf_weight=0.0010147109313213823 0.0010488275484005207 0.0011864668240051208 0.0012027715933511695 0.0012924490384876898 0.0010914046274808457 0.0013960480366233797 0.00120041903493881 0.0015927573078666651
leaf_count=156 153 186 1152 610 151 259 165 289
internal_value=0 2.36225e-05 -4.66144e-05 1.4891e-05 -4.40312e-05 5.59957e-05 0.000160551 0.000303243
internal_weight=0 0.0100111 0.00882468 0.00777585 0.0064834 0.00528063 0.00418922 0.00298881
internal_count=3121 2965 2779 2626 2016 864 713 548
is_linear=0
shrinkage=0.00196078


Tree=5547
num_leaves=10
num_cat=0
split_feature=48 4 42 43 16 16 1 49 16
split_gain=9.09432e-05 8.62699e-05 7.5446e-05 8.19726e-05 6.70706e-05 7.932e-05 0.000108135 6.83393e-05 5.79048e-05
threshold=0.11951500000000001 0.36766000000000004 0.092395000000000019 0.12450000000000001 0.22339500000000004 0.0057500000000000008 1.0000000180025095e-35 -0.006494999999999999 -0.079109999999999986
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 -1 -8 -9
right_child=-2 -3 -4 -5 -6 -7 7 8 -10
leaf_value=-0.00060022701352320182 -0.00056964122553469537 0.00053176584517554686 -0.00044972680711925436 0.00056801067199067044 -0.00046565255551286617 0.00055644473439396688 -0.00021550100705625778 8.4589133459440106e-06 0.00066142096157095732
leaf_weight=0.0010504072911733265 0.0010136964477049639 0.0012362917082866893 0.0013408422983267687 0.0010337665071737737 0.0011091407183086762 0.0010203883956306755 0.0014166744454431343 0.0010211332873149306 0.0010685580122170332
leaf_count=958 114 302 507 167 290 202 187 188 206
internal_value=0 4.58899e-05 -2.04041e-05 5.41618e-05 -2.52842e-05 6.22927e-05 -4.83617e-05 0.000116961 0.000342349
internal_weight=0 0.0102972 0.00906091 0.00772007 0.0066863 0.00557716 0.00455677 0.00350637 0.00208969
internal_count=3121 3007 2705 2198 2031 1741 1539 581 394
is_linear=0
shrinkage=0.00196078


Tree=5548
num_leaves=9
num_cat=0
split_feature=48 48 51 1 2 133 4 0
split_gain=0.000125636 0.000101475 0.000110045 6.18866e-05 5.45714e-05 7.05794e-05 9.20223e-05 9.1694e-05
threshold=0.12879500000000002 0.092475000000000016 0.086310000000000012 0.111945 0.10402500000000002 -0.0061299999999999992 0.053180000000000012 -0.077999999999999986
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 -1 7 -7
right_child=-2 -3 -4 -5 -6 6 -8 -9
leaf_value=-0.00039412909825285817 -0.00067010544208293552 0.00051456388926198772 -0.0006222103209816268 0.00035555796776475115 -0.00033065490177821194 -0.0003896876539498507 0.00067062950094436027 0.00030871968853902901
leaf_weight=0.0010341147864213699 0.0010338892217254371 0.0015245699261450694 0.0010716476960308972 0.0019103389423030066 0.0018563883259466868 0.0012941831884544126 0.0010767425765188365 0.0016368432789217848
leaf_count=578 90 275 320 327 369 712 107 343
internal_value=0 4.37209e-05 -2.89323e-05 4.32454e-05 -4.32434e-05 6.25796e-05 0.000180423 3.40678e-07
internal_weight=0 0.0114048 0.00988026 0.00880861 0.00689827 0.00504188 0.00400777 0.00293103
internal_count=3121 3031 2756 2436 2109 1740 1162 1055
is_linear=0
shrinkage=0.00196078


Tree=5549
num_leaves=8
num_cat=0
split_feature=0 403 4 4 1 3 12
split_gain=1.49097e-05 3.73597e-05 7.15636e-05 4.54291e-05 6.33299e-05 4.46161e-05 2.2556e-05
threshold=0.13134000000000004 0.03138500000000001 -0.064804999999999988 -0.0016099999999999997 0.092390000000000014 0.11296500000000002 0.092465000000000006
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 -4 -5 6 -6
right_child=-2 -3 3 4 5 -7 -8
leaf_value=-0.0227919906011027 0.010217689900658619 0.016554048936674171 0.019561765179082084 -0.022356151099896127 0.01975264602739123 -0.011322446513988213 0.00012961418189406782
leaf_weight=0.001598333476551592 0.0012193848459966265 0.0010033515882577658 0.0010823823176159724 0.0012663082590643692 0.0014101948071806774 0.0013101300865658973 0.0010019817888465431
leaf_count=989 84 360 740 426 249 142 131
internal_value=0 -0.00159179 -0.00396574 0.000990711 -0.00303866 0.00353304 0.0116015
internal_weight=0 0.00867268 0.00766933 0.006071 0.00498861 0.00372231 0.00241218
internal_count=3121 3037 2677 1688 948 522 380
is_linear=0
shrinkage=0.1


Tree=5550
num_leaves=7
num_cat=0
split_feature=42 157 42 0 2 4
split_gain=1.48916e-05 2.70354e-05 3.50468e-05 5.07054e-05 4.825e-05 6.36608e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 0.092145000000000019 -0.060129999999999996 0.089775000000000008 0.23246000000000003
decision_type=2 2 2 2 2 2
left_child=-1 -2 3 4 -3 -6
right_child=1 2 -4 -5 5 -7
leaf_value=-0.0088340762816171356 -0.012815860924882953 -0.01217137349457665 -0.0098259745118624009 0.02330456270105187 0.023153118259373939 -0.0087501759137812128
leaf_weight=0.0016368840320821918 0.0011219583243927004 0.0015488987026525351 0.001476270142540541 0.0014898142439466891 0.0015334639712659293 0.0010563002529062034
leaf_count=862 504 572 592 203 248 140
internal_value=0 0.00160991 0.00388798 0.00748496 0.0017903 0.0101406
internal_weight=0 0.00822671 0.00710475 0.00562848 0.00413866 0.00258976
internal_count=3121 2259 1755 1163 960 388
is_linear=0
shrinkage=0.1


Tree=5551
num_leaves=9
num_cat=0
split_feature=48 48 150 52 133 13 15 12
split_gain=5.47679e-05 8.62014e-05 6.07248e-05 6.05211e-05 7.8729e-05 7.87543e-05 4.90192e-05 6.99134e-05
threshold=0.11951500000000001 0.092475000000000016 0.086615000000000011 0.11434500000000002 -0.0061299999999999992 -0.084034999999999985 -0.053579999999999996 0.051320000000000005
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 -6 -7 -8
right_child=-2 -3 -4 -5 5 6 7 -9
leaf_value=-0.00034797052403864876 -0.0004408232241060528 0.00052225133857309106 -0.00048327264958142384 -0.00039568846594961878 0.00060760806882311912 0.00031731015707978419 0.00023456862399621407 -0.00041806617153579135
leaf_weight=0.0012606845107843616 0.0010228448978483956 0.0012285931833385536 0.0010146338592924567 0.0011250859053988658 0.0013470300535442861 0.0017393038803788399 0.0011945539219060225 0.0013378473516652408
leaf_count=697 114 251 275 411 345 348 143 537
internal_value=0 3.50015e-05 -3.1372e-05 2.591e-05 9.48598e-05 0.000194218 6.38609e-05 -0.000110213
internal_weight=0 0.0102477 0.00901914 0.00800451 0.00687942 0.00561874 0.00427171 0.0025324
internal_count=3121 3007 2756 2481 2070 1373 1028 680
is_linear=0
shrinkage=0.00196078


Tree=5552
num_leaves=8
num_cat=0
split_feature=47 4 4 4 52 15 12
split_gain=1.35196e-05 5.17571e-05 5.64555e-05 3.73978e-05 3.63107e-05 4.07827e-05 3.37984e-05
threshold=0.12209500000000001 0.24564500000000003 0.055260000000000011 0.0061450000000000003 -0.085984999999999992 0.084050000000000014 0.084100000000000022
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 4 -1 6 -6
right_child=-2 -3 -4 -5 5 -7 -8
leaf_value=-0.019620376967477274 -0.011125336737961108 0.016122695675214408 -0.023518996741498502 0.017157486405359888 0.017755368096715071 -0.015091248445502229 -0.0048492137383732009
leaf_weight=0.0010135900683755847 0.0010020752042633934 0.0018275645562057909 0.0011049197813195579 0.0011655061005149394 0.0015614634527378313 0.0010430463434990319 0.0011476028718108626
leaf_count=551 97 401 242 182 289 910 449
internal_value=0 0.00112902 -0.00276543 0.00110073 -0.00282613 0.00171064 0.00817971
internal_weight=0 0.00886369 0.00703613 0.00593121 0.0047657 0.00375211 0.00270907
internal_count=3121 3024 2623 2381 2199 1648 738
is_linear=0
shrinkage=0.1


Tree=5553
num_leaves=8
num_cat=0
split_feature=0 48 16 48 160 43 16
split_gain=1.53428e-05 4.55074e-05 4.46589e-05 4.40183e-05 4.06586e-05 6.22664e-05 0.000137313
threshold=-0.14920999999999998 0.088965000000000002 -0.23935499999999996 0.086035000000000014 -0.063384999999999983 -0.15323999999999996 -0.056919999999999991
decision_type=2 2 2 2 2 2 2
left_child=3 2 -2 -1 -4 -6 -7
right_child=1 -3 4 -5 5 6 -8
leaf_value=0.0068183493636256327 0.015034371375678483 0.020686740892927481 0.01204386747521006 -0.019417127902427458 0.010968144227378704 0.009284417524952196 -0.036078941679494471
leaf_weight=0.001235540153779041 0.0013347226948493447 0.0011295346710350944 0.0010238886404060248 0.0013257240058057035 0.0010019378079029178 0.0011055116384314711 0.0016832548021624954
leaf_count=194 282 378 559 92 147 794 675
internal_value=0 0.00223772 -0.00115108 -0.00676127 -0.00563808 -0.0104141 -0.0180962
internal_weight=0 0.00727885 0.00614932 0.00256126 0.00481459 0.0037907 0.00278877
internal_count=3121 2835 2457 286 2175 1616 1469
is_linear=0
shrinkage=0.1


Tree=5554
num_leaves=8
num_cat=0
split_feature=13 3 1 12 1 15 3
split_gain=1.55617e-05 3.89142e-05 5.1026e-05 6.66719e-05 4.53407e-05 5.26657e-05 6.15176e-05
threshold=-0.23438999999999996 0.10893000000000001 0.11588000000000001 0.092355000000000007 0.094385000000000011 -0.0063699999999999989 -0.084074999999999997
decision_type=2 2 2 2 2 2 2
left_child=-1 2 3 4 5 -2 -7
right_child=1 -3 -4 -5 -6 6 -8
leaf_value=0.010565223425469597 -0.017389354815886531 -0.017547067958482734 0.019684835241850565 -0.024337611914018953 0.021101770143650223 -0.0087363993032097288 0.023194148780617822
leaf_weight=0.0012009580939486226 0.0014678906720211405 0.0012972580584785474 0.001245208741102794 0.0011394546475604981 0.0010353599158526064 0.0012541929222458365 0.0011627617739222583
leaf_count=169 684 111 257 786 251 476 387
internal_value=0 -0.00158665 0.00124773 -0.00254094 0.00250689 -0.00244888 0.00662492
internal_weight=0 0.00860213 0.00730487 0.00605966 0.00492021 0.00388485 0.00241695
internal_count=3121 2952 2841 2584 1798 1547 863
is_linear=0
shrinkage=0.1


Tree=5555
num_leaves=7
num_cat=0
split_feature=42 160 151 16 13 12
split_gain=1.46287e-05 2.55345e-05 4.73237e-05 5.0399e-05 7.83544e-05 7.01483e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.0083949999999999979 -0.056919999999999991 -0.086589999999999986 0.085785000000000014
decision_type=2 2 2 2 2 2
left_child=-1 -2 -3 4 -4 -5
right_child=1 2 3 5 -6 -7
leaf_value=-0.0087605386622632737 -0.0087150203417926016 -0.013800305051877843 -0.0033691212633202789 -0.021862105075939563 0.03018805866127949 0.013759463708038655
leaf_weight=0.0016221908963367877 0.0018434078299530195 0.0011376076399409697 0.0011287867544506809 0.0010237594536437345 0.0018140197062398332 0.001201800651176223
leaf_count=862 828 300 316 168 324 323
internal_value=0 0.00163799 0.00466446 0.00872874 0.0173164 -0.00262649
internal_weight=0 0.00814938 0.00630597 0.00516837 0.00294281 0.00222556
internal_count=3121 2259 1431 1131 640 491
is_linear=0
shrinkage=0.1


Tree=5556
num_leaves=9
num_cat=0
split_feature=48 48 150 1 4 42 4 16
split_gain=5.62104e-05 9.2333e-05 7.55831e-05 5.44704e-05 0.000104765 9.7899e-05 0.000135316 2.00465e-05
threshold=0.11951500000000001 0.092475000000000016 0.086615000000000011 0.111945 -1.0000000180025095e-35 0.086325000000000013 -0.084369999999999987 -0.074319999999999983
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 -1 -6
right_child=-2 -3 -4 -5 7 -7 -8 -9
leaf_value=-6.8264486894509217e-05 -0.00044080572727206793 0.00053900538509091516 -0.00053688653376560223 0.00032987180254125077 -0.00061697320448090317 -0.00036657170624461297 0.00075678116098852795 -0.00022661031173488782
leaf_weight=0.0016963180686529451 0.001031530765063818 0.0012494520616007027 0.0010039805434677333 0.0018418638488597238 0.0010065507083678177 0.0011509254259140338 0.0013910072944574587 0.0010166153134869294
leaf_count=463 114 251 275 307 240 643 613 215
internal_value=0 3.91649e-05 -2.94097e-05 3.34657e-05 -5.37254e-05 0.000121511 0.000303463 -0.000420821
internal_weight=0 0.0103567 0.00910726 0.00810328 0.00626142 0.00423825 0.00308733 0.00202317
internal_count=3121 3007 2756 2481 2174 1719 1076 455
is_linear=0
shrinkage=0.00196078


Tree=5557
num_leaves=10
num_cat=0
split_feature=48 48 1 4 0 4 4 43 2
split_gain=6.16301e-05 0.000104028 5.81657e-05 6.96138e-05 8.95702e-05 7.02482e-05 5.89884e-05 5.39673e-05 0.000115779
threshold=0.11951500000000001 0.092475000000000016 0.111945 -0.0016099999999999997 -0.10224499999999999 -0.059649999999999988 0.11275500000000001 -0.084004999999999982 0.098260000000000014
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 5 -5 7 -4 -1 -9
right_child=-2 -3 6 4 -6 -7 -8 8 -10
leaf_value=0.00022428639940289878 -0.00045993896853218952 0.00055671681771877536 -7.9794859042331602e-05 -0.00068329445678634473 3.3978636061174338e-05 0.00046982204353003825 0.00058316330724824262 -0.00067571636413883468 0.0002098043071574044
leaf_weight=0.0012418487444097888 0.0010668587560025465 0.0012886626619397117 0.0010269550238752485 0.0015238044382963785 0.0011936988589160355 0.0010621266734440792 0.0010371146497201661 0.0012798508513817562 0.0010201385672668414
leaf_count=248 114 251 124 214 363 600 250 801 156
internal_value=0 3.43247e-05 -3.74013e-05 -0.00011936 -0.000368223 2.75314e-05 0.000253316 -0.000105103 -0.000282952
internal_weight=0 0.0106742 0.00938554 0.00732147 0.0027175 0.00460396 0.00206407 0.00354184 0.00229999
internal_count=3121 3007 2756 2382 577 1805 374 1205 957
is_linear=0
shrinkage=0.00196078


Tree=5558
num_leaves=9
num_cat=0
split_feature=48 48 51 2 2 4 13 12
split_gain=5.14643e-05 7.73901e-05 4.46365e-05 5.78151e-05 7.19299e-05 5.06543e-05 6.08696e-05 3.9312e-05
threshold=0.11951500000000001 0.092475000000000016 0.084305000000000019 0.11293500000000002 0.10097500000000002 0.15285000000000001 -0.033284999999999988 0.051320000000000005
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 -1 -8
right_child=-2 -3 -4 -5 -6 -7 7 -9
leaf_value=-0.00035902890451511548 -0.00043428844012423313 0.00049642533321194707 -0.00039293319124327771 0.00042293492920827963 -0.00049348911017297822 0.00042511333222242635 0.00032652294203874697 -0.00015105400806334615
leaf_weight=0.0015633561336751757 0.0010073574312093195 0.0012064884748290297 0.0011519432539005151 0.0011668057998504375 0.001160864269363366 0.0010764012881777276 0.0015815914911002527 0.0011405489670727486
leaf_count=962 114 251 335 338 255 165 171 530
internal_value=0 3.05879e-05 -3.2979e-05 2.09443e-05 -5.09646e-05 4.48431e-05 -5.06706e-05 0.000126423
internal_weight=0 0.010048 0.00884151 0.00768957 0.00652276 0.0053619 0.0042855 0.00272214
internal_count=3121 3007 2756 2421 2083 1828 1663 701
is_linear=0
shrinkage=0.00196078


Tree=5559
num_leaves=9
num_cat=0
split_feature=0 403 42 2 1 47 52 15
split_gain=1.39182e-05 3.4731e-05 7.01087e-05 4.60838e-05 0.000109034 5.01182e-05 5.14462e-05 1.64167e-05
threshold=0.13134000000000004 0.03138500000000001 -1.0000000180025095e-35 0.092875000000000013 0.10557500000000002 0.086380000000000012 -0.0027449999999999996 -0.10324499999999999
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 -1 5 -5 6 -4 -6
right_child=-2 -3 3 4 7 -7 -8 -9
leaf_value=-0.028401008726259447 0.0099076878627082973 0.015945650765662622 0.0025963882616378852 -0.033114949124549965 0.014067786690462948 -0.010027482939202038 0.03237767333050242 -0.0038743973072723585
leaf_weight=0.0010069571382763792 0.0012179592500000261 0.0010062473370741655 0.0012681416223640537 0.0011627923585610963 0.0010379401368748997 0.0010564372216769805 0.0010690276184119037 0.0010025064637689922
leaf_count=675 84 360 468 458 166 197 529 184
internal_value=0 -0.00151334 -0.00382377 -7.2245e-05 -0.00867509 0.00804802 0.0162184 0.00525248
internal_weight=0 0.00861005 0.0076038 0.00659685 0.00320324 0.00339361 0.00233717 0.00204045
internal_count=3121 3037 2677 2002 808 1194 997 350
is_linear=0
shrinkage=0.1


Tree=5560
num_leaves=7
num_cat=0
split_feature=1 13 2 0 16 3
split_gain=1.5082e-05 2.52221e-05 7.41432e-05 3.17072e-05 5.12658e-05 4.33273e-05
threshold=0.13146500000000003 -0.017449999999999997 0.10005000000000001 -0.10224499999999999 -0.056919999999999991 0.090900000000000009
decision_type=2 2 2 2 2 2
left_child=1 2 -1 5 -5 -3
right_child=-2 3 -4 4 -6 -7
leaf_value=-0.020987044018888464 0.011172626384366129 -0.018678843300905145 0.0081385580242417863 0.02713062802665089 -0.0016653907399541601 0.0068553188431313451
leaf_weight=0.0019559067537329067 0.0010603055897911882 0.0012024407617027741 0.0015801124405372389 0.0011083542516084578 0.0013981447106074384 0.0014855148693558307
leaf_count=1278 234 168 350 520 449 122
internal_value=0 -0.00145737 -0.00797192 0.00297728 0.011068 -0.00456723
internal_weight=0 0.00873047 0.00353602 0.00519445 0.0025065 0.00268796
internal_count=3121 2887 1628 1259 969 290
is_linear=0
shrinkage=0.1


Tree=5561
num_leaves=9
num_cat=0
split_feature=0 16 16 52 0 49 1 160
split_gain=4.25552e-05 5.26707e-05 6.06509e-05 3.90877e-05 5.68498e-05 4.09027e-05 5.66625e-05 3.41264e-05
threshold=0.15398500000000004 0.26676500000000009 -0.008904999999999998 0.090245000000000006 -0.084269999999999984 -0.043469999999999995 0.10612500000000001 -0.063384999999999983
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 -1 -7 -4
right_child=-2 -3 7 -5 -6 6 -8 -9
leaf_value=0.00016491470313305086 0.00037524494352495993 -0.00043673025967595086 0.0005457514871244221 -0.00040781652951996301 0.00037168105614740905 2.5026585243969759e-05 -0.00053888270675707286 6.6471544559041002e-05
leaf_weight=0.0012608731520574045 0.0010130879789186252 0.0011730951305926633 0.0010203286374021936 0.0012247689198048341 0.0011241530446402994 0.0013468427484202208 0.0013942714945407394 0.0012975402261250577
leaf_count=157 60 362 274 588 563 579 133 405
internal_value=0 -4.67991e-05 5.96801e-06 -9.31142e-05 -1.79236e-05 -0.000127363 -0.000261807 0.000277451
internal_weight=0 0.00984187 0.00866878 0.00635091 0.00512614 0.00400199 0.00274111 0.00231787
internal_count=3121 3061 2699 2020 1432 869 712 679
is_linear=0
shrinkage=0.00196078


Tree=5562
num_leaves=8
num_cat=0
split_feature=16 1 15 16 16 51 12
split_gain=1.37306e-05 3.61048e-05 4.8586e-05 4.14947e-05 4.11096e-05 5.80511e-05 7.45187e-05
threshold=0.38525000000000004 0.077565000000000009 0.088235000000000022 -0.008904999999999998 -0.071854999999999988 0.081440000000000026 0.088105000000000003
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 4 5 6 -3
right_child=-2 3 -4 -5 -6 -7 -8
leaf_value=-0.021581415658674025 0.009177665778197645 -0.023145740027235989 0.0062596271078708453 0.01801865217939556 -0.019552680951904589 0.023222570512896289 0.012724587487332049
leaf_weight=0.0016784810048591111 0.0013752252681635746 0.0011662243625362632 0.0010004123273424841 0.0013757448135247683 0.0010128510919228213 0.0010278046447525515 0.0011505024443274345
leaf_count=1107 311 306 404 356 235 168 234
internal_value=0 -0.00160031 -0.0111844 0.002878 -0.00190232 0.00344288 -0.00533229
internal_weight=0 0.00841202 0.00267889 0.00573313 0.00435738 0.00334453 0.00231673
internal_count=3121 2810 1511 1299 943 708 540
is_linear=0
shrinkage=0.1


Tree=5563
num_leaves=10
num_cat=0
split_feature=48 48 51 1 43 42 2 2 15
split_gain=6.04373e-05 0.000117973 0.000125101 7.56603e-05 4.88523e-05 0.000117163 6.85955e-05 3.80981e-05 2.06823e-05
threshold=0.11951500000000001 0.092475000000000016 0.085720000000000005 0.111945 -0.11720999999999999 0.086325000000000013 0.10613000000000002 0.092235000000000025 -0.0063699999999999989
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 6 7 8 -6
right_child=-2 -3 -4 -5 5 -7 -8 -9 -10
leaf_value=0.00031854661033142343 -0.00045256436075583615 0.00059081702591262848 -0.00069845591657206299 0.00038511206804286383 -0.00019215086706959175 -0.000685280659112704 -0.00040419892825402045 0.00047292578069080293 0.00019629394705548622
leaf_weight=0.0010712008913566209 0.0010840432979024603 0.0012837476766586762 0.00100002812562124 0.0018513515882280949 0.0010069048829103675 0.0011833406417378466 0.0011196594331601252 0.001017882747563259 0.001105655337293056
leaf_count=223 114 251 325 327 331 735 179 189 447
internal_value=0 3.34258e-05 -4.30543e-05 3.53828e-05 -6.41571e-05 -0.000139607 1.23229e-05 0.000161299 1.11504e-05
internal_weight=0 0.0106398 0.00935602 0.008356 0.00650464 0.00543344 0.0042501 0.00313044 0.00211256
internal_count=3121 3007 2756 2431 2104 1881 1146 967 778
is_linear=0
shrinkage=0.00196078


Tree=5564
num_leaves=9
num_cat=0
split_feature=48 48 2 2 4 52 4 3
split_gain=6.64745e-05 0.000101061 4.99257e-05 5.54689e-05 8.91017e-05 3.80226e-05 8.12371e-05 0.000102985
threshold=0.11951500000000001 0.092475000000000016 0.11293500000000002 0.10402500000000002 0.16173500000000005 -0.088204999999999992 -0.0016099999999999997 -0.078934999999999991
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 -1 7 -7
right_child=-2 -3 -4 -5 -6 6 -8 -9
leaf_value=-0.00041676532924489186 -0.0004716100997834272 0.0005621284093188933 0.00030260376460342677 -0.0005132604808586298 0.00048442788009024878 -0.00018132069426656124 -0.00043466445524684068 0.00057473539152823121
leaf_weight=0.0013173938351703027 0.0010462875204778231 0.0012827655135896196 0.0014871231365830122 0.0010302145375556664 0.0011028950071409705 0.0015584094054804049 0.0013231901709906302 0.0012468663835955524
leaf_count=386 114 251 388 223 170 972 290 327
internal_value=0 4.70053e-05 -2.58797e-05 -9.03338e-05 -2.38012e-05 -0.000126728 -3.41767e-05 0.000154725
internal_weight=0 0.0103489 0.00906609 0.00757897 0.00654875 0.00544586 0.00412847 0.00280528
internal_count=3121 3007 2756 2368 2145 1975 1589 1299
is_linear=0
shrinkage=0.00196078


Tree=5565
num_leaves=9
num_cat=0
split_feature=48 48 1 4 4 0 4 2
split_gain=9.29222e-05 0.000102477 7.07214e-05 5.77283e-05 5.07859e-05 8.06713e-05 6.51593e-05 4.89912e-05
threshold=0.11951500000000001 0.092475000000000016 0.111945 0.11275500000000001 -1.0000000180025095e-35 -0.10224499999999999 -0.059649999999999988 0.093680000000000013
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 4 -4 6 -6 7 -1
right_child=-2 -3 3 -5 5 -7 -8 -9
leaf_value=-0.00036051660264753486 -0.00057103662104990446 0.00056071324799720601 -3.4085082843878706e-05 0.00062818595746260634 -0.00066789995291551474 3.6532109119653968e-05 0.00041854137148483435 0.00010914606278551393
leaf_weight=0.0017500881510460172 0.0010388312706694517 0.0012920333824965663 0.0010235303178178765 0.0010008470089213389 0.001366287459611433 0.0011520540159791308 0.0010935280671048615 0.0016674952714197822
leaf_count=926 114 251 124 250 204 340 633 279
internal_value=0 4.41322e-05 -2.95868e-05 0.00029334 -0.000122585 -0.000345647 1.93998e-06 -0.00013136
internal_weight=0 0.0103459 0.00905383 0.00202438 0.00702945 0.00251834 0.00451111 0.00341758
internal_count=3121 3007 2756 374 2382 544 1838 1205
is_linear=0
shrinkage=0.00196078


Tree=5566
num_leaves=7
num_cat=0
split_feature=13 48 0 3 133 16
split_gain=1.47018e-05 4.03332e-05 4.39833e-05 3.62295e-05 5.28137e-05 4.71568e-05
threshold=-0.23438999999999996 0.11280000000000003 -0.17169499999999996 -0.10519499999999998 0.083950000000000011 -0.059624999999999991
decision_type=2 2 2 2 2 2
left_child=-1 2 -2 -4 5 -5
right_child=1 -3 3 4 -6 -7
leaf_value=0.010211415020171109 0.017708306126819801 -0.019767250063758412 0.0089264193124411733 -0.027942519691300727 0.01136625963991103 -0.0035210169890599048
leaf_weight=0.0012135084854493225 0.0013066410929339529 0.001064700114925275 0.0019314359179677335 0.001384427356282738 0.0011012587632602665 0.0018435950667624386
leaf_count=169 142 126 370 792 892 630
internal_value=0 -0.00154372 0.00102026 -0.00246261 -0.00754364 -0.0139949
internal_weight=0 0.00863206 0.00756736 0.00626072 0.00432928 0.00322802
internal_count=3121 2952 2826 2684 2314 1422
is_linear=0
shrinkage=0.1


Tree=5567
num_leaves=8
num_cat=0
split_feature=49 2 42 49 52 47 3
split_gain=1.42017e-05 3.01606e-05 4.36716e-05 6.44512e-05 5.39234e-05 3.94248e-05 9.37985e-05
threshold=0.10440000000000001 0.11293500000000002 0.091295000000000015 -0.066894999999999982 0.090245000000000006 0.077555000000000013 -0.059315
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 -1 5 6 -5
right_child=-2 -3 -4 4 -6 -7 -8
leaf_value=-0.030167101025032894 0.01051653929461762 0.010967533352636546 0.012679210883726231 -0.0079795928721332864 -0.021549109351877139 -0.012623441780824968 0.030775777291298614
leaf_weight=0.0010614486982067567 0.0011192165437536707 0.0015970251308202984 0.0012558858721065241 0.0013428281374937097 0.0011743180856588218 0.0011050698410494512 0.0011674267930887542
leaf_count=232 312 381 472 948 375 180 221
internal_value=0 -0.00145035 -0.0042408 -0.00787253 -0.00293175 0.00311548 0.0100441
internal_weight=0 0.008704 0.00710698 0.00585109 0.00478964 0.00361532 0.00251025
internal_count=3121 2809 2428 1956 1724 1349 1169
is_linear=0
shrinkage=0.1


Tree=5568
num_leaves=8
num_cat=0
split_feature=0 48 4 48 4 12 4
split_gain=1.42685e-05 4.2928e-05 4.13195e-05 3.72231e-05 2.42748e-05 4.38685e-05 4.2796e-05
threshold=-0.14920999999999998 0.088965000000000002 0.16173500000000005 0.086035000000000014 -0.076229999999999978 0.051320000000000005 -0.35136499999999998
decision_type=2 2 2 2 2 2 2
left_child=3 2 4 -1 6 -6 -2
right_child=1 -3 -4 -5 5 -7 -8
leaf_value=0.0060359508831497079 -0.012306112766450571 0.020231790151520913 0.015391569897611278 -0.018130038687896546 -9.6455487147823895e-05 -0.028177262025358564 0.013117146649903794
leaf_weight=0.0012281265630339289 0.0012399804738644051 0.0011154078063528418 0.0012173830173972293 0.0013251064103208532 0.0012247863108541144 0.0010193464827790567 0.0014208153865266806
leaf_count=194 181 378 323 92 159 1011 783
internal_value=0 0.00218872 -0.00109851 -0.00650599 -0.00519127 -0.0128515 0.00126943
internal_weight=0 0.00723772 0.00612231 0.00255323 0.00490493 0.00224413 0.0026608
internal_count=3121 2835 2457 286 2134 1170 964
is_linear=0
shrinkage=0.1


Tree=5569
num_leaves=9
num_cat=0
split_feature=14 15 16 160 43 52 0 49
split_gain=5.08688e-05 8.31341e-05 5.61345e-05 9.00505e-05 8.17061e-05 6.41395e-05 8.40641e-05 0.000100622
threshold=-1.0000000180025095e-35 -0.10653 -0.010264999999999998 -0.063384999999999983 -0.074359999999999996 0.084240000000000023 -0.10224499999999999 -0.049039999999999993
decision_type=2 2 2 2 2 2 2 2
left_child=-1 -2 5 -4 -5 6 7 -3
right_child=1 2 3 4 -6 -7 -8 -9
leaf_value=-0.00041888422547274541 0.00044607250808794964 8.1527307761173216e-05 0.00061381980405602569 0.00027378564676319879 -0.00035531277498886018 -0.00062478489834397058 0.00026860603397140052 -0.0007768944621872263
leaf_weight=0.0010563813352236244 0.0015871235839784925 0.0011046930453856817 0.0010734281301503458 0.0015756650837845452 0.0015994653988862339 0.0010139228963482868 0.0016116901971605555 0.0010004343892224556
leaf_count=161 388 95 283 370 359 699 648 118
internal_value=0 3.2386e-05 -4.07346e-05 0.000122859 -4.31214e-05 -0.000187654 -6.84079e-05 -0.000326426
internal_weight=0 0.0105664 0.0089793 0.00424856 0.00317513 0.00473074 0.00371682 0.00210513
internal_count=3121 2960 2572 1012 729 1560 861 213
is_linear=0
shrinkage=0.00196078


Tree=5570
num_leaves=9
num_cat=0
split_feature=4 43 0 12 4 15 4 47
split_gain=3.18183e-05 7.26717e-05 5.62836e-05 5.80567e-05 4.51451e-05 5.68276e-05 3.88268e-05 3.85735e-05
threshold=-0.49405499999999997 -0.24021999999999996 -0.077999999999999986 0.085885000000000017 -0.026489999999999996 -0.0063699999999999989 0.033845000000000007 0.09550500000000002
decision_type=2 2 2 2 2 2 2 2
left_child=-1 -2 4 -4 -3 6 -6 -8
right_child=1 2 3 -5 5 -7 7 -9
leaf_value=-0.00034067425034095262 -0.00046075743418429768 -0.0003943948988924242 0.00065277179324536915 8.2865508892832808e-05 0.00020886746592906885 0.00043608655044798361 -0.00043285690508915528 6.5710330837256861e-05
leaf_weight=0.0010126313250846683 0.0010596233617575735 0.0010544895074616634 0.0011351921534107482 0.0017415566850790755 0.0013006572961365894 0.0011403749533650731 0.0013426178673110396 0.0010737890135570224
leaf_count=156 156 769 272 616 613 131 310 98
internal_value=0 2.43277e-05 8.28129e-05 0.000307756 -2.66445e-05 5.31895e-05 -6.42812e-05 -0.000211306
internal_weight=0 0.0098483 0.00878868 0.00287675 0.00591193 0.00485744 0.00371706 0.00241641
internal_count=3121 2965 2809 888 1921 1152 1021 408
is_linear=0
shrinkage=0.00196078


Tree=5571
num_leaves=10
num_cat=0
split_feature=48 16 15 48 1 42 0 2 0
split_gain=7.15848e-05 9.05319e-05 8.28616e-05 7.41595e-05 6.12359e-05 8.41992e-05 7.04981e-05 5.71506e-05 0.000128239
threshold=0.11951500000000001 -0.48836499999999994 -0.14147499999999996 0.089575000000000016 0.095285000000000022 0.086325000000000013 -0.080604999999999996 0.084245000000000014 0.089620000000000019
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 7 -6 -4 -9
right_child=-2 2 3 -5 6 -7 -8 8 -10
leaf_value=0.00051039580046700233 -0.00049577211499678684 -0.00053662060819007829 0.0003222960271776253 0.00052290051805968074 0.00061961391179885623 -0.00062221103434983256 -0.000103942078502884 -0.00056773968442431122 0.00033910188424716189
leaf_weight=0.001356290985245613 0.001065207740304973 0.0011022895243331292 0.0012786283771625316 0.0010485725047769722 0.0010023742785405707 0.0011424669620996204 0.001070750833307764 0.0014339781655264144 0.0010303015508358326
leaf_count=244 114 298 293 214 121 723 282 792 40
internal_value=0 3.77725e-05 -3.25962e-05 3.679e-05 -3.64617e-05 -0.000156284 0.000245904 -1.40672e-05 -0.000188594
internal_weight=0 0.0104657 0.00910936 0.00800707 0.0069585 0.00488538 0.00207313 0.00374291 0.00246428
internal_count=3121 3007 2763 2465 2251 1848 403 1125 832
is_linear=0
shrinkage=0.00196078


Tree=5572
num_leaves=8
num_cat=0
split_feature=15 13 43 42 52 2 0
split_gain=1.39181e-05 8.23077e-05 3.31665e-05 5.8276e-05 4.14165e-05 6.06068e-05 3.83663e-05
threshold=0.035560000000000008 -0.010739999999999998 -0.17390999999999998 0.075730000000000006 -0.081429999999999989 0.10613000000000002 -0.10224499999999999
decision_type=2 2 2 2 2 2 2
left_child=2 -2 -1 4 -4 6 -6
right_child=1 -3 3 -5 5 -7 -8
leaf_value=0.018482731780119468 0.010567007125845894 -0.027405314068319933 0.022704983066372742 -0.017398492924489278 -0.0024160660652772894 -0.014190329879508757 0.023936625025254468
leaf_weight=0.0010487727768403758 0.0012404185843139632 0.0010574652439469044 0.0010126202059818077 0.0015788190083467993 0.0010909560187282506 0.0016988072256161773 0.0011192393033362775
leaf_count=114 734 446 343 887 138 231 228
internal_value=0 -0.00690751 0.001981 -0.000681368 0.00468136 1.23701e-05 0.0109289
internal_weight=0 0.00229788 0.00754921 0.00650044 0.00492162 0.003909 0.0022102
internal_count=3121 1180 1941 1827 940 597 366
is_linear=0
shrinkage=0.1


Tree=5573
num_leaves=8
num_cat=0
split_feature=11 3 3 13 1 49 3
split_gain=1.40117e-05 2.88649e-05 5.13278e-05 5.23138e-05 4.87615e-05 4.26555e-05 2.88992e-05
threshold=0.076920000000000002 -0.10519499999999998 -0.078934999999999991 -0.010384999999999998 1.0000000180025095e-35 -0.015259999999999998 0.095270000000000007
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -3 4 -4 -5 -7
right_child=-2 2 3 5 -6 6 -8
leaf_value=0.015204021497514915 -0.01096428766676761 -0.019495055188621782 -0.00091023016312293979 -0.019916067387046377 0.027035876053606918 0.014151568035890886 -0.0075146664983459319
leaf_weight=0.0012644221342927838 0.0010562748739046711 0.0012649791118184497 0.0011879772227017383 0.0012561468846352727 0.0013160068291597263 0.0011665028385614007 0.001303624367489653
leaf_count=195 226 1329 347 162 486 257 119
internal_value=0 0.00122785 -0.00112988 0.00259895 0.0137773 -0.00491267 0.00271708
internal_weight=0 0.00875966 0.00749524 0.00623026 0.00250398 0.00372627 0.00247013
internal_count=3121 2895 2700 1371 833 538 376
is_linear=0
shrinkage=0.1


Tree=5574
num_leaves=7
num_cat=0
split_feature=49 47 16 2 16 0
split_gain=1.26399e-05 3.04426e-05 5.78788e-05 2.86296e-05 6.60118e-05 4.90913e-05
threshold=0.10440000000000001 0.096175000000000024 -0.29154999999999992 0.084245000000000014 -0.0087049999999999992 -0.014954999999999998
decision_type=2 2 2 2 2 2
left_child=1 2 -1 -4 -5 -6
right_child=-2 -3 3 4 5 -7
leaf_value=0.022705762584842738 0.0099364467481848542 -0.014988658089226914 0.0080232168653737897 -0.021343267972818498 0.018983272133370407 -0.0088822326250369357
leaf_weight=0.0010691474881262923 0.0011171379616926108 0.0013793158343514602 0.001831554602846305 0.0018334185198392505 0.0011388838397361743 0.0014211265341984214
leaf_count=308 312 218 682 967 441 193
internal_value=0 -0.0013648 0.00121147 -0.0024802 -0.00685892 0.00351443
internal_weight=0 0.00867345 0.00729413 0.00622498 0.00439343 0.00256001
internal_count=3121 2809 2591 2283 1601 634
is_linear=0
shrinkage=0.1


Tree=5575
num_leaves=8
num_cat=0
split_feature=1 457 15 42 43 16 12
split_gain=1.34298e-05 3.04312e-05 2.98233e-05 4.41812e-05 7.80586e-05 5.15891e-05 4.54998e-05
threshold=0.13146500000000003 0.069910000000000014 0.090615000000000015 0.088915000000000008 -0.077604999999999993 -0.088394999999999987 0.081420000000000006
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 4 -1 -6 -7
right_child=-2 -3 -4 -5 5 6 -8
leaf_value=0.023992577016473206 0.010555371739196948 0.013509938722422491 -0.019506011004150784 -0.01810946287352893 -0.018727933785699372 -0.0082225756657073688 0.019219738800791752
leaf_weight=0.0013075728318758962 0.0010607605121017031 0.0011880950296988043 0.0010315759599679271 0.0012480232404426788 0.0015087954005532705 0.0012704588542010969 0.0011520563297550746
leaf_count=661 234 252 519 510 328 182 435
internal_value=0 -0.00136227 -0.00371242 -0.00120085 0.00282717 -0.00421255 0.00482795
internal_weight=0 0.00870658 0.00751848 0.00648691 0.00523888 0.00393131 0.00242252
internal_count=3121 2887 2635 2116 1606 945 617
is_linear=0
shrinkage=0.1


Tree=5576
num_leaves=9
num_cat=0
split_feature=14 15 13 13 16 4 16 4
split_gain=6.47757e-05 0.000116726 4.77064e-05 8.10836e-05 7.41668e-05 9.01938e-05 7.07582e-05 5.06615e-05
threshold=-1.0000000180025095e-35 -0.10653 -0.095304999999999987 -0.063184999999999977 0.23311500000000004 -0.084369999999999987 -0.094359999999999986 0.0033150000000000007
decision_type=2 2 2 2 2 2 2 2
left_child=-1 -2 -3 -4 5 -5 -7 -8
right_child=1 2 3 4 -6 6 7 -9
leaf_value=-0.00047341270741862199 0.00053382438430015595 0.00022353282412720726 -0.00061418595283551096 -0.00059313694491650102 0.00038072539901233814 -0.00037235516998405504 -6.3662143476797244e-05 0.00055774589328511505
leaf_weight=0.0010249206000466143 0.001580344251902655 0.0019678493663726846 0.0010861957096530627 0.0012657962195997373 0.0013053379838960655 0.0011010257741652114 0.0010134157000236651 0.0010042687122095301
leaf_count=161 388 233 1012 358 254 171 468 76
internal_value=0 4.34126e-05 -4.5223e-05 -0.000123273 -2.95574e-05 -0.000151705 2.74594e-05 0.000245633
internal_weight=0 0.0103242 0.00874389 0.00677604 0.00568984 0.00438451 0.00311871 0.00201768
internal_count=3121 2960 2572 2339 1327 1073 715 544
is_linear=0
shrinkage=0.00196078


Tree=5577
num_leaves=7
num_cat=0
split_feature=50 4 151 1 47 4
split_gain=1.4305e-05 2.87796e-05 3.51516e-05 4.51347e-05 8.03365e-05 5.3821e-05
threshold=0.07826000000000001 0.36766000000000004 -0.024429999999999997 0.086560000000000012 0.09550500000000002 -0.15764999999999998
decision_type=2 2 2 2 2 2
left_child=1 2 -1 5 -5 -4
right_child=-2 -3 3 4 -6 -7
leaf_value=0.014662208526288146 -0.01076730950396858 0.015805328225982233 0.016947798733143709 -0.026994858688702314 0.007541812753480032 -0.0080654553861783679
leaf_weight=0.0012042337204833126 0.0011070308397361757 0.0011819376362023825 0.0016209509141015043 0.0017081517562659841 0.0011119709669076966 0.0018329600209187078
leaf_count=362 612 303 94 368 115 1267
internal_value=0 0.00130488 -0.000986916 -0.0039906 -0.0133771 0.00367349
internal_weight=0 0.00866021 0.00747827 0.00627403 0.00282012 0.00345391
internal_count=3121 2509 2206 1844 483 1361
is_linear=0
shrinkage=0.1


Tree=5578
num_leaves=8
num_cat=0
split_feature=11 48 0 2 3 3 42
split_gain=1.52874e-05 2.79892e-05 8.99895e-05 5.59049e-05 5.56259e-05 3.73325e-05 5.72846e-05
threshold=0.078065000000000009 0.083985000000000018 -0.18901999999999997 0.11237500000000002 0.083060000000000009 -0.059315 0.090310000000000015
decision_type=2 2 2 2 2 2 2
left_child=1 3 -3 4 5 6 -1
right_child=-2 2 -4 -5 -6 -7 -8
leaf_value=-0.018361692730609631 -0.011738356269896 -0.0076534347874633512 0.030822111536808101 0.018821872563787208 -0.023768820564255153 0.014639094954897586 0.011458962374724596
leaf_weight=0.0016565411580503374 0.0010049663053884822 0.0012973356723352536 0.001143858921153912 0.0010501762034342927 0.0013707347595088466 0.001165090353077383 0.0010540667123046185
leaf_count=1216 211 75 469 343 153 197 457
internal_value=0 0.00128523 0.0103749 -0.00223882 -0.00645453 -0.000330913 -0.00676542
internal_weight=0 0.0087378 0.00244119 0.00629661 0.00524643 0.0038757 0.00271061
internal_count=3121 2910 544 2366 2023 1870 1673
is_linear=0
shrinkage=0.1


Tree=5579
num_leaves=8
num_cat=0
split_feature=12 157 0 2 12 151 16
split_gain=1.36558e-05 2.66345e-05 5.12331e-05 4.73809e-05 5.18927e-05 4.11147e-05 8.2439e-05
threshold=0.10711000000000002 -1.0000000180025095e-35 -0.019414999999999998 0.088225000000000012 0.088305000000000008 -0.0083949999999999979 -0.091114999999999988
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 -5 -7
right_child=-2 2 -4 5 -6 6 -8
leaf_value=-0.013256785813152594 -0.010921654079299084 -0.0248614048053474 0.019223662878988704 -0.010458077836640448 0.0050564683686792214 0.028630845797241618 -0.0075950413038431714
leaf_weight=0.0011055917164584034 0.0010328337835424596 0.0013398461123094569 0.0016042930647373593 0.0010408105225366694 0.0010219627505413803 0.0014659201319462941 0.0010992684117848628
leaf_count=530 285 686 217 206 426 281 490
internal_value=0 0.00124198 0.00335893 -0.000905905 -0.0119158 0.00630523 0.0131069
internal_weight=0 0.00867769 0.0075721 0.00596781 0.00236181 0.003606 0.00256519
internal_count=3121 2836 2306 2089 1112 977 771
is_linear=0
shrinkage=0.1


Tree=5580
num_leaves=7
num_cat=0
split_feature=1 43 15 3 12 1
split_gain=1.27941e-05 4.63314e-05 3.28494e-05 5.89063e-05 6.43314e-05 9.21431e-05
threshold=0.077565000000000009 0.016310000000000002 0.035560000000000008 0.10893000000000001 0.09334000000000002 0.094385000000000011
decision_type=2 2 2 2 2 2
left_child=1 -1 3 4 5 -2
right_child=2 -3 -4 -5 -6 -7
leaf_value=-0.015649985253755352 0.003118438559392327 0.0087258086681476551 -0.013844316840417151 -0.01108175923480865 -0.0098069581770638264 0.03867712171179101
leaf_weight=0.0018250929200391468 0.0015779440947522125 0.0013614016258393109 0.001033830603764295 0.0015260308359880733 0.0010022644560951826 0.0013540992637531071
leaf_count=1333 257 303 400 222 224 382
internal_value=0 -0.00523564 0.00250077 0.00559546 0.0120642 0.0195404
internal_weight=0 0.00318649 0.00649417 0.00546034 0.00393431 0.00293204
internal_count=3121 1636 1485 1085 863 639
is_linear=0
shrinkage=0.1


Tree=5581
num_leaves=9
num_cat=0
split_feature=0 1 15 15 3 2 3 3
split_gain=3.11636e-05 5.31211e-05 7.14301e-05 3.91729e-05 7.16662e-05 5.75927e-05 0.000119597 2.33372e-05
threshold=0.15398500000000004 0.077565000000000009 0.088235000000000022 0.035560000000000008 -0.10519499999999998 0.089775000000000008 0.10893000000000001 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 -1 4 -3 7 -7 -6
right_child=-2 3 -4 -5 5 6 -8 -9
leaf_value=-0.00057065829678534699 0.00032253894062573993 0.00054123169880513321 9.4511892273977852e-05 -0.00028759963402305577 -0.00041150603940432899 0.00069620277271998027 -0.00015733939668330967 -8.7755519105016651e-06
leaf_weight=0.0014445455930494229 0.0010011121578822465 0.0011835607565544633 0.0010883174042200779 0.0011398488943446094 0.0012152539307529618 0.0010893062115933448 0.0015006067039697486 0.0010154318813527187
leaf_count=1190 60 214 402 400 318 223 187 127
internal_value=0 -4.08649e-05 -0.000284849 4.56381e-05 0.000108901 2.75446e-06 0.000201657 -0.000228179
internal_weight=0 0.00967687 0.00253286 0.00714401 0.00600416 0.0048206 0.00258991 0.00223069
internal_count=3121 3061 1592 1469 1069 855 410 445
is_linear=0
shrinkage=0.00196078


Tree=5582
num_leaves=7
num_cat=0
split_feature=47 16 4 4 1 3
split_gain=1.36568e-05 4.87871e-05 4.43397e-05 5.91526e-05 3.31321e-05 5.51215e-05
threshold=0.11926500000000002 -0.48836499999999994 0.055260000000000011 0.0061450000000000003 0.086560000000000012 -0.014944999999999998
decision_type=2 2 2 2 2 2
left_child=1 -1 3 4 5 -3
right_child=-2 2 -4 -5 -6 -7
leaf_value=0.018876453709485212 -0.0110353148223017 -0.0063309567392021556 -0.016987934626074119 0.02284374160693288 -0.014149536097720015 0.022233929923425391
leaf_weight=0.0013281036324206226 0.0010120228704132957 0.0019787169712027109 0.0015475531645512486 0.0011080227299949475 0.0016694804185510403 0.0010257422689399277
leaf_count=249 112 1375 399 166 732 88
internal_value=0 0.00124148 -0.00195396 0.00206991 -0.00285482 0.00342128
internal_weight=0 0.00865762 0.00732952 0.00578196 0.00467394 0.00300446
internal_count=3121 3009 2760 2361 2195 1463
is_linear=0
shrinkage=0.1


Tree=5583
num_leaves=9
num_cat=0
split_feature=14 15 52 13 13 1 3 2
split_gain=5.01908e-05 8.17947e-05 4.56058e-05 8.01846e-05 7.86964e-05 6.13832e-05 7.62387e-05 1.34954e-05
threshold=-1.0000000180025095e-35 -0.10653 0.11434500000000002 -0.095304999999999987 -0.033284999999999988 0.086560000000000012 0.076840000000000006 0.091545000000000015
decision_type=2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 -5 7 -7 -6
right_child=1 2 -4 4 5 6 -8 -9
leaf_value=-0.00041884506023349185 0.00045328500135735758 0.00040593632862034033 -0.00040211001762798079 -0.00057515581377222836 0.00011861803042422898 0.00020412254136613806 -0.00046146512372446176 0.00043732642323900144
leaf_weight=0.0010106205851933723 0.0015537463039793165 0.0016191696919045269 0.0011334154957575778 0.001043659776094788 0.0010349168082502181 0.0011628626674592348 0.0015350633631143612 0.0010086598581968821
leaf_count=161 388 200 377 945 405 329 119 197
internal_value=0 3.94795e-05 -3.58272e-05 2.02415e-05 -8.7708e-05 1.95849e-05 -0.000174583 0.000275925
internal_weight=0 0.0100915 0.00853775 0.00740433 0.00578516 0.0047415 0.00269793 0.00204358
internal_count=3121 2960 2572 2195 1995 1050 448 602
is_linear=0
shrinkage=0.00196078


Tree=5584
num_leaves=8
num_cat=0
split_feature=1 47 4 3 43 2 2
split_gain=1.37348e-05 4.34007e-05 4.1559e-05 4.79597e-05 5.27621e-05 5.40381e-05 4.44167e-05
threshold=0.12337000000000002 0.096175000000000024 0.053180000000000012 0.10299500000000002 -0.0030899999999999994 0.088300000000000003 0.10060500000000001
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 4 5 -1 -4
right_child=-2 -3 6 -5 -6 -7 -8
leaf_value=0.018302277705773379 0.0090539666784676658 -0.020919590399525557 0.028146385574445033 0.01497329139977531 -0.020572779462786364 -0.013496111115763001 -0.0012028762732301877
leaf_weight=0.0010550361222356477 0.0014176040256538456 0.001019293871661598 0.0010070027404965735 0.0010893699320188577 0.0019427166985315739 0.0010830462234634448 0.0010567835467733138
leaf_count=872 294 233 164 92 661 560 245
internal_value=0 -0.00160105 0.00112101 -0.00366777 -0.008644 0.00219479 0.0131178
internal_weight=0 0.00825325 0.00723396 0.00517017 0.0040808 0.00213808 0.00206379
internal_count=3121 2827 2594 2185 2093 1432 409
is_linear=0
shrinkage=0.1


Tree=5585
num_leaves=9
num_cat=0
split_feature=14 15 52 13 13 4 4 16
split_gain=5.19736e-05 6.80773e-05 3.8287e-05 6.70884e-05 7.34239e-05 6.25359e-05 6.29036e-05 2.8451e-05
threshold=-1.0000000180025095e-35 -0.10653 0.11434500000000002 -0.095304999999999987 -0.033284999999999988 -0.0029599999999999995 -0.084369999999999987 -0.070454999999999976
decision_type=2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 -5 6 -6 -7
right_child=1 2 -4 4 5 7 -8 -9
leaf_value=-0.00043726491077448646 0.00041620510689404868 0.00037335509461700267 -0.00037772485555451549 -0.0005546338199338114 -3.8030096550815439e-05 -0.00043893146308552342 0.00059764998244068459 1.3183659932294786e-05
leaf_weight=0.0010009005806150004 0.0015001952557503863 0.0015667156717435755 0.0011036834441195825 0.0010442412827660142 0.0013874477348437765 0.0011193324455709289 0.0010524990692804899 0.001025306332800016
leaf_count=161 388 200 377 945 456 125 353 116
internal_value=0 3.18119e-05 -3.76723e-05 1.44865e-05 -8.54002e-05 2.14781e-05 0.000236178 -0.000222785
internal_weight=0 0.00979942 0.00829923 0.00719554 0.00562883 0.00458459 0.00243995 0.00214464
internal_count=3121 2960 2572 2195 1995 1050 809 241
is_linear=0
shrinkage=0.00196078


Tree=5586
num_leaves=9
num_cat=0
split_feature=42 42 15 3 151 0 47 4
split_gain=4.43895e-05 6.94828e-05 8.14296e-05 7.3706e-05 6.7787e-05 5.96303e-05 6.17602e-05 0.000198033
threshold=0.10194000000000002 0.091295000000000015 0.084050000000000014 -0.10519499999999998 -0.044604999999999992 -0.22491999999999998 0.09550500000000002 -0.0029599999999999995
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -5 -6 7 -7
right_child=-2 -3 -4 4 5 6 -8 -9
leaf_value=0.00041639369633844902 -0.00039542153430889213 0.00049178169989502394 -0.00045088078500793574 -0.0004497417079574962 0.00042740432544958551 0.00024191378630375508 0.00031199773726083225 -0.0008233752910972264
leaf_weight=0.0017086295904702835 0.0010204090948619403 0.001132886772408327 0.0014437229561085159 0.001259234254508094 0.0012658712747826177 0.0015319951204471943 0.0011823334825853977 0.0011936373496937861
leaf_count=261 355 348 741 380 73 402 140 421
internal_value=0 3.2565e-05 -2.17091e-05 5.43935e-05 -4.1754e-05 5.7544e-05 -6.22614e-05 -0.000224609
internal_weight=0 0.0107183 0.00958542 0.0081417 0.00643307 0.00517384 0.00390797 0.00272563
internal_count=3121 2766 2418 1677 1416 1036 963 823
is_linear=0
shrinkage=0.00196078


Tree=5587
num_leaves=9
num_cat=0
split_feature=48 0 3 2 16 13 15 13
split_gain=5.19616e-05 0.000116718 6.21523e-05 5.958e-05 5.51266e-05 6.90818e-05 8.19427e-05 3.90086e-05
threshold=0.11951500000000001 -0.17169499999999996 0.13524500000000003 0.10699500000000002 0.25084500000000004 0.021350000000000004 -0.0040799999999999994 -0.020934999999999999
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 6 -3 -8
right_child=-2 2 -4 -5 -6 -7 7 -9
leaf_value=0.00048535269610180753 -0.00043649649582566793 -0.00040475807014033334 0.00037436451349357071 -0.00052464134269688731 0.00035583284407712378 -0.00056017120847742438 -1.3040757089523513e-05 0.00048860066105743216
leaf_weight=0.0017929589571355981 0.0010011372395691545 0.0013111266858139483 0.0010690928247350257 0.001233015874743359 0.0010534461208353005 0.0011448425909899472 0.0013807142982594728 0.0010486117904064853
leaf_count=165 114 783 143 430 219 272 632 363
internal_value=0 3.19677e-05 -6.66752e-05 -0.000132421 -5.09871e-05 -0.000138712 -9.716e-06 0.000203491
internal_weight=0 0.0100338 0.00824085 0.00717176 0.00593874 0.0048853 0.00374045 0.00242933
internal_count=3121 3007 2842 2699 2269 2050 1778 995
is_linear=0
shrinkage=0.00196078


Tree=5588
num_leaves=7
num_cat=0
split_feature=49 42 49 1 16 16
split_gain=1.38785e-05 3.37238e-05 3.76063e-05 3.00633e-05 8.36751e-05 7.85966e-05
threshold=-0.080089999999999981 0.088915000000000008 -0.006494999999999999 0.111945 -0.088394999999999987 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2
left_child=-1 2 -2 4 -4 -6
right_child=1 -3 3 -5 5 -7
leaf_value=0.0092988976730993874 -0.015511365785305578 -0.014200429128193996 -0.0228851775948209 0.017339335599969006 0.027799628414416619 -0.0047187728166762852
leaf_weight=0.0013633327887398244 0.0010753148504160856 0.0016898771879837798 0.0011120072286579341 0.0014433790635169294 0.0012978555444123369 0.0017394063964621099
leaf_count=260 284 841 403 223 709 401
internal_value=0 -0.00158244 0.00161536 0.00490837 0.000584092 0.0091767
internal_weight=0 0.00835784 0.00666796 0.00559265 0.00414927 0.00303726
internal_count=3121 2861 2020 1736 1513 1110
is_linear=0
shrinkage=0.1


Tree=5589
num_leaves=6
num_cat=0
split_feature=42 160 49 52 4
split_gain=1.39403e-05 2.96053e-05 5.17419e-05 6.06058e-05 3.85386e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.081404999999999991 0.077655000000000016 0.053180000000000012
decision_type=2 2 2 2 2
left_child=-1 -2 -3 4 -4
right_child=1 2 3 -5 -6
leaf_value=-0.0085516912553122004 -0.0095112907081776957 0.025458504111268005 -0.019295863441325986 0.01575370366985385 0.0021776698436653734
leaf_weight=0.0016087233006645682 0.0018389539912096265 0.001025633370961513 0.0014500037982432702 0.0017984929946849842 0.0019730003471093291
leaf_count=862 828 151 639 322 319
internal_value=0 0.00164117 0.0049241 0.000890625 -0.00691864
internal_weight=0 0.00808608 0.00624713 0.0052215 0.003423
internal_count=3121 2259 1431 1280 958
is_linear=0
shrinkage=0.1


Tree=5590
num_leaves=7
num_cat=0
split_feature=52 12 1 3 2 3
split_gain=1.4684e-05 4.71476e-05 6.62507e-05 0.000137462 4.58622e-05 5.34977e-05
threshold=0.11434500000000002 0.097825000000000009 0.11181500000000001 0.090900000000000009 0.088225000000000012 -0.080934999999999993
decision_type=2 2 2 2 2 2
left_child=1 2 3 4 -1 -6
right_child=-2 -3 -4 -5 5 -7
leaf_value=-0.017519915189846674 -0.0092602782908525316 0.017065850416318862 -0.020393219902137077 0.034134788317078092 0.01888020144531298 -0.012233063451935516
leaf_weight=0.0017476606031328707 0.0014669099712815688 0.0015898037938744366 0.0015254995341600292 0.0011297335758823634 0.00116679632312505 0.0010499325297660829
leaf_count=1067 501 409 311 139 387 307
internal_value=0 0.00160198 -0.00211191 0.00336266 -0.00540648 0.0041437
internal_weight=0 0.00820943 0.00661962 0.00509412 0.00396439 0.00221673
internal_count=3121 2620 2211 1900 1761 694
is_linear=0
shrinkage=0.1


Tree=5591
num_leaves=8
num_cat=0
split_feature=15 4 0 16 0 13 4
split_gain=0.000101963 6.82112e-05 7.78195e-05 7.03182e-05 0.000107156 6.46603e-05 4.57815e-05
threshold=-0.24436499999999997 -0.49405499999999997 -0.0058249999999999994 -0.27167499999999994 -0.10607499999999999 -0.0034749999999999994 0.0052350000000000009
decision_type=2 2 2 2 2 2 2
left_child=-1 -2 3 -3 6 -6 -5
right_child=1 2 -4 4 5 -7 -8
leaf_value=0.00057117765334738983 -0.00053048699487480151 -0.00041181846783039069 0.00047077799413036388 8.6388177184625845e-05 7.1584696284988499e-05 -0.00044045237325116048 0.00062255873285661778
leaf_weight=0.0010746241712682085 0.0010769344203303355 0.0018543819423191841 0.0011392806000386111 0.0012830529488064503 0.0019027620624395064 0.0018900318415707453 0.0011711366192209138
leaf_count=253 156 243 134 208 1570 473 84
internal_value=0 -6.34779e-05 -9.0512e-06 -7.65287e-05 2.30002e-05 -0.000183575 0.000342248
internal_weight=0 0.0103176 0.00924065 0.00810137 0.00624698 0.00379279 0.00245419
internal_count=3121 2868 2712 2578 2335 2043 292
is_linear=0
shrinkage=0.00196078


Tree=5592
num_leaves=7
num_cat=0
split_feature=1 4 3 16 52 0
split_gain=1.52792e-05 4.28357e-05 3.06204e-05 3.31503e-05 3.08561e-05 5.08603e-05
threshold=0.077565000000000009 -0.082109999999999975 0.097915000000000016 -0.061854999999999993 -0.049749999999999996 -0.10607499999999999
decision_type=2 2 2 2 2 2
left_child=1 -1 4 -4 -2 -6
right_child=2 -3 3 -5 5 -7
leaf_value=0.0045973995446012515 0.019598286218502906 -0.018712161489292573 0.004552642160566907 -0.020040896862407991 0.017737921563032142 -0.0095376081329726983
leaf_weight=0.0017849860556968557 0.0014418897926908349 0.0014120545957970587 0.0011853746816828737 0.001019440864874599 0.0011571167772365467 0.0016707757781912068
leaf_count=424 438 1212 185 113 149 600
internal_value=0 -0.00569786 0.00275141 -0.00681868 0.00769318 0.00162299
internal_weight=0 0.00319704 0.0064746 0.00220482 0.00426978 0.00282789
internal_count=3121 1636 1485 298 1187 749
is_linear=0
shrinkage=0.1


Tree=5593
num_leaves=8
num_cat=0
split_feature=4 0 0 52 52 0 42
split_gain=5.57564e-05 8.32276e-05 6.25279e-05 7.13624e-05 7.28658e-05 4.64837e-05 8.13495e-05
threshold=-0.49405499999999997 1.0000000180025095e-35 -0.053834999999999994 -0.081429999999999989 -0.0064899999999999992 -0.14001499999999997 0.08623500000000002
decision_type=2 2 2 2 2 2 2
left_child=-1 2 3 -2 -5 -6 -7
right_child=1 -3 -4 4 5 6 -8
leaf_value=-0.0004281749015600275 0.00043145883160481991 0.00052310529155545746 -0.00045249539948546741 -0.0004704675514088664 0.00029734230609331121 -0.00035544090498515317 0.00026813713616704687
leaf_weight=0.0010879721049507447 0.0014383501822847365 0.0012034114152511448 0.0011520824330527252 0.0012796057557949705 0.001887445886404385 0.0018807219963416788 0.0014053549299627148
leaf_count=156 525 186 186 381 234 805 648
internal_value=0 3.86782e-05 -2.57837e-05 3.65123e-05 -5.15181e-05 5.21037e-05 -8.87556e-05
internal_weight=0 0.010247 0.00904356 0.00789148 0.00645313 0.00517352 0.00328608
internal_count=3121 2965 2779 2593 2068 1687 1453
is_linear=0
shrinkage=0.00196078


Tree=5594
num_leaves=9
num_cat=0
split_feature=42 42 403 15 0 3 3 1
split_gain=6.37802e-05 8.49964e-05 8.04158e-05 8.61546e-05 5.88048e-05 0.000100108 6.68603e-05 8.97908e-05
threshold=0.10194000000000002 0.091295000000000015 0.03138500000000001 0.035560000000000008 -0.10151999999999999 -0.077774999999999983 0.12178000000000001 0.094385000000000011
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 4 6 -6 7 -1
right_child=-2 -3 -4 -5 5 -7 -8 -9
leaf_value=1.604556482337681e-05 -0.00048098979929531171 0.0005428868363136825 0.00048061233274757304 -0.00056668431042151285 -0.00061007509195458334 8.9605467123750888e-05 -0.00026402572585156259 0.00073490951586957986
leaf_weight=0.0015752108487057264 0.0010022398226553026 0.0011371875709742041 0.0010708228376258766 0.0012411804852012851 0.0013411358283599341 0.0019000114491356612 0.0010358160490996429 0.0011599638610267134
leaf_count=140 355 348 291 703 719 325 107 133
internal_value=0 3.68e-05 -2.49232e-05 -9.05137e-05 -6.22929e-06 -0.000199911 0.000160239 0.00032091
internal_weight=0 0.0104613 0.00932414 0.00825332 0.00701214 0.00324115 0.00377099 0.00273517
internal_count=3121 2766 2418 2127 1424 1044 380 273
is_linear=0
shrinkage=0.00196078


Tree=5595
num_leaves=8
num_cat=0
split_feature=4 0 157 160 52 0 48
split_gain=4.58364e-05 7.06686e-05 4.57457e-05 7.55249e-05 5.94118e-05 6.13532e-05 7.33914e-05
threshold=-0.49405499999999997 1.0000000180025095e-35 -0.05495499999999999 -1.0000000180025095e-35 0.08976000000000002 -0.10011499999999998 0.086260000000000017
decision_type=2 2 2 2 2 2 2
left_child=-1 2 -2 -4 5 6 -5
right_child=1 -3 3 4 -6 -7 -8
leaf_value=-0.00040984440799775079 0.00035134512927583351 0.00047840129976788634 -0.00057789321292624814 0.00030172623945181221 0.00037558525529231903 -0.00039381169507325984 -0.00026925448833726171
leaf_weight=0.0010217561846220897 0.0010383325602980721 0.0011718119844166429 0.0010416964401333152 0.0019709664001458325 0.0012471816830261356 0.0018043585677108677 0.0015430919368795148
leaf_count=156 405 186 580 263 320 1063 148
internal_value=0 2.65317e-05 -3.47138e-05 -8.74077e-05 -9.58734e-06 -9.99112e-05 5.09974e-05
internal_weight=0 0.00981744 0.00864563 0.0076073 0.0065656 0.00531842 0.00351406
internal_count=3121 2965 2779 2374 1794 1474 411
is_linear=0
shrinkage=0.00196078


Tree=5596
num_leaves=8
num_cat=0
split_feature=12 3 52 0 47 2 52
split_gain=1.66377e-05 2.74016e-05 2.58599e-05 4.04892e-05 4.37646e-05 3.59239e-05 4.04724e-05
threshold=0.10711000000000002 0.13524500000000003 -0.12005499999999998 -0.061629999999999997 0.090280000000000013 0.084055000000000005 -0.0064899999999999992
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 4 5 -4 -7
right_child=-2 -3 3 -5 -6 6 -8
leaf_value=-0.015430772979148896 -0.011979766198479572 0.016744729716313602 0.017476476213407206 0.014937102742644129 -0.021346836129429517 -0.018734323804862719 0.0056557118522822785
leaf_weight=0.0010289386409170114 0.0010456527566725477 0.0010229448429769665 0.0010692660562122785 0.001696186167108293 0.0010266226646211355 0.0011282100780760558 0.0017138939436866646
leaf_count=454 285 179 548 232 177 344 902
internal_value=0 0.00137192 -0.000680182 0.00160758 -0.00297107 0.00185205 -0.00402623
internal_weight=0 0.00868606 0.00766312 0.00663418 0.00493799 0.00391137 0.0028421
internal_count=3121 2836 2657 2203 1971 1794 1246
is_linear=0
shrinkage=0.1


Tree=5597
num_leaves=8
num_cat=0
split_feature=1 43 15 3 2 3 43
split_gain=1.566e-05 4.10631e-05 3.20464e-05 5.43802e-05 4.85375e-05 9.05442e-05 7.08337e-06
threshold=0.077565000000000009 0.016310000000000002 0.035560000000000008 -0.10519499999999998 0.089775000000000008 0.11296500000000002 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 -2 6 -6 -5
right_child=2 -3 -4 4 5 -7 -8
leaf_value=-0.015552136855156865 0.026062638990170181 0.0073152586332796065 -0.013382023417232306 -0.016332885747898315 0.033431059321155372 -0.0061389755214581072 -0.0045249138095302677
leaf_weight=0.0018364010809244619 0.0010676562043115539 0.0013719189677791354 0.0010337769911078496 0.0010167749250953994 0.0010037355245196638 0.0013642035357792834 0.001015345994640086
leaf_count=1333 222 303 400 303 229 182 149
internal_value=0 -0.00577374 0.00276426 0.00581703 0.000904512 0.0106342 -0.0104331
internal_weight=0 0.00320832 0.00650149 0.00546772 0.00440006 0.00236794 0.00203212
internal_count=3121 1636 1485 1085 863 411 452
is_linear=0
shrinkage=0.1


Tree=5598
num_leaves=9
num_cat=0
split_feature=15 16 1 42 15 4 2 16
split_gain=8.20454e-05 4.76434e-05 5.64452e-05 7.50466e-05 4.80795e-05 5.9048e-05 7.55203e-05 3.62006e-05
threshold=-0.24436499999999997 -0.36241499999999999 0.12500000000000003 0.088915000000000008 0.050935000000000008 0.0061450000000000003 0.098260000000000014 -0.0083599999999999976
decision_type=2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 5 6 7 -3
right_child=1 2 -4 -5 -6 -7 -8 -9
leaf_value=0.00051276121238925205 -0.00034150001064950684 -0.00050010049871419045 0.00040094478007767371 -0.00046959487523344674 -0.00032711536710701639 0.00045574195682079183 0.00037053392056278039 1.7292723421219775e-05
leaf_weight=0.0010630572126670524 0.0018811611841619653 0.0010644084099962513 0.0011818705590571632 0.0013963358276363972 0.0011284371220796384 0.001431590530308704 0.0011984418221045188 0.0010163693957560866
leaf_count=253 248 337 103 715 697 202 237 329
internal_value=0 -5.93895e-05 3.65757e-06 -6.12359e-05 3.64147e-05 0.000123495 -2.15515e-05 -0.000247376
internal_weight=0 0.0102986 0.00841745 0.00723558 0.00583925 0.00471081 0.00327922 0.00208078
internal_count=3121 2868 2620 2517 1802 1105 903 666
is_linear=0
shrinkage=0.00196078


Tree=5599
num_leaves=8
num_cat=0
split_feature=4 0 1 52 16 0 16
split_gain=4.1419e-05 6.15172e-05 4.56277e-05 3.98876e-05 8.09952e-05 7.13474e-05 7.06501e-05
threshold=-0.49405499999999997 1.0000000180025095e-35 0.077565000000000009 -0.057699999999999994 -0.056919999999999991 -0.15202999999999997 -0.36241499999999999
decision_type=2 2 2 2 2 2 2
left_child=-1 2 -2 5 6 -4 -5
right_child=1 -3 3 4 -6 -7 -8
leaf_value=-0.00037897278345350556 -0.00029203566846612361 0.00045278033445023352 -0.00012949360822467359 -0.00021352912455767785 -0.00050764576498241621 0.00055832158015842203 0.00036696503945342373
leaf_weight=0.0010320002011125181 0.0018983893711341368 0.0011856373072520422 0.0010296796312131984 0.0014943532328696169 0.0011416345234723678 0.0013271515149737333 0.0017501202207112854
leaf_count=156 1551 186 65 246 240 317 360
internal_value=0 3.39551e-05 -2.351e-05 5.209e-05 -5.84575e-05 0.000257821 9.95986e-05
internal_weight=0 0.00982697 0.00864133 0.00674294 0.00438611 0.00235683 0.00324447
internal_count=3121 2965 2779 1228 846 382 606
is_linear=0
shrinkage=0.00196078


Tree=5600
num_leaves=7
num_cat=0
split_feature=11 1 3 4 52 16
split_gain=1.64332e-05 2.44524e-05 4.59871e-05 3.75199e-05 3.64826e-05 6.81205e-05
threshold=1.0000000180025095e-35 0.10557500000000002 0.11296500000000002 -0.0016099999999999997 0.090245000000000006 -0.078844999999999985
decision_type=2 2 2 2 2 2
left_child=1 3 -3 4 5 -1
right_child=-2 2 -4 -5 -6 -7
leaf_value=0.02890770740696455 -0.011734994458341285 0.020104620102421894 -0.0041646459837847228 -0.013880392039875247 -0.0091193013638662598 -0.0063410413553481862
leaf_weight=0.0011091227585401106 0.0010721244538452268 0.0016266721365241483 0.0015014199869084854 0.0019247868874362854 0.0014132870058264505 0.0010842185967330732
leaf_count=482 244 377 203 584 454 777
internal_value=0 0.00138956 0.00845587 -0.00260654 0.00341009 0.0114834
internal_weight=0 0.00865951 0.00312809 0.00553142 0.00360663 0.00219334
internal_count=3121 2877 580 2297 1713 1259
is_linear=0
shrinkage=0.1


Tree=5601
num_leaves=9
num_cat=0
split_feature=48 16 15 15 16 0 0 52
split_gain=3.29792e-05 6.06307e-05 7.39135e-05 8.16451e-05 7.81585e-05 0.000104704 0.000102624 7.53006e-05
threshold=0.11926500000000002 -0.48836499999999994 -0.14147499999999996 -0.094549999999999981 -0.010264999999999998 -0.053834999999999994 -0.084269999999999984 0.096795000000000006
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 6 -6 -5 -7
right_child=-2 2 3 4 5 7 -8 -9
leaf_value=0.00042467365734707633 -0.00034094516984661214 -0.00052616848226367293 0.00044511094565954408 -0.00081655389743343846 0.00056866176154383877 -0.00043866634765001765 1.8980152001200222e-05 0.0002337532916266696
leaf_weight=0.0012646949913581616 0.0010550799067474527 0.0010365733845883749 0.0014806955670873803 0.0010229020185429677 0.0012510955174125302 0.0013637850553646722 0.00126301266524412 0.0012069462577066394
leaf_count=242 117 298 180 605 634 278 719 48
internal_value=0 2.37412e-05 -3.5048e-05 3.20386e-05 -6.81023e-05 0.00010344 -0.000354905 -0.000122968
internal_weight=0 0.00988971 0.00862501 0.00758844 0.00610774 0.00382183 0.00228591 0.00257073
internal_count=3121 3004 2762 2464 2284 960 1324 326
is_linear=0
shrinkage=0.00196078


Tree=5602
num_leaves=8
num_cat=0
split_feature=12 3 43 3 52 13 2
split_gain=1.4902e-05 2.55389e-05 2.74404e-05 7.29309e-05 6.17276e-05 4.53425e-05 3.02612e-05
threshold=0.10711000000000002 0.13524500000000003 -0.063379999999999978 -0.077774999999999983 -0.066844999999999988 -0.014169999999999999 0.091265000000000013
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 -1 -4 -6 -7
right_child=-2 -3 4 -5 5 6 -8
leaf_value=-0.006080227887204105 -0.011348907858857562 0.016104708528262318 -0.023939835228637185 0.025976693106414806 -0.015199876132175561 0.021326716772870666 -0.0015080212149088078
leaf_weight=0.0017550630324228494 0.0010436702200174791 0.0010271293865662815 0.0013024052782834609 0.0011914860762523424 0.0010877280235689524 0.0011241637958926405 0.0011997112935993506
leaf_count=881 285 179 311 391 627 278 169
internal_value=0 0.00129771 -0.000687611 0.00688252 -0.00541941 0.0016509 0.00953818
internal_weight=0 0.00868769 0.00766056 0.00294655 0.00471401 0.0034116 0.00232388
internal_count=3121 2836 2657 1272 1385 1074 447
is_linear=0
shrinkage=0.1


Tree=5603
num_leaves=8
num_cat=0
split_feature=52 160 52 52 2 3 15
split_gain=1.46765e-05 6.20256e-05 4.79212e-05 3.05975e-05 9.60762e-05 6.6786e-05 8.03762e-05
threshold=-0.057699999999999994 -1.0000000180025095e-35 -0.088204999999999992 0.10347000000000002 0.10613000000000002 -0.013929999999999998 0.087825000000000014
decision_type=2 2 2 2 2 2 2
left_child=2 -2 -1 4 5 6 -3
right_child=1 3 -4 -5 -6 -7 -8
leaf_value=-0.0039376309078267011 -0.022424367019763219 -0.022512821359924173 0.022912724360142307 0.015800267904468202 -0.025100139366811592 0.028415421397957597 0.017297855592074387
leaf_weight=0.0018010354586827759 0.001278789128689296 0.0010288031599173318 0.0010535257093661186 0.0012464754912110331 0.0012698837898371586 0.0010262595115121606 0.0010001622983038148
leaf_count=680 753 546 246 204 215 129 348
internal_value=0 -0.00256258 0.00597196 0.00199609 -0.00198221 0.00762661 -0.00288847
internal_weight=0 0.00685037 0.00285456 0.00557158 0.00432511 0.00305522 0.00202897
internal_count=3121 2195 926 1442 1238 1023 894
is_linear=0
shrinkage=0.1


Tree=5604
num_leaves=8
num_cat=0
split_feature=4 16 2 2 52 0 52
split_gain=1.77842e-05 3.34745e-05 3.9237e-05 4.97414e-05 4.16529e-05 4.66559e-05 6.6712e-05
threshold=0.27287000000000006 -0.36241499999999999 0.11093500000000002 0.095195000000000016 -0.088204999999999992 -0.10607499999999999 0.083680000000000018
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 -6 -7
right_child=-2 2 -4 -5 5 6 -8
leaf_value=-0.01884953467680776 0.01022094848148539 -0.015357545148995289 0.015768597624449592 -0.02028554207263273 0.022568869294402757 -0.018542358204585184 0.016164204610564153
leaf_weight=0.0010142791433692486 0.0014361496685666398 0.0010687210301020232 0.0013723236510692826 0.0012981510314506971 0.0012612956715741495 0.0011294194394218808 0.0010867445614459012
leaf_count=139 352 359 345 419 121 750 636
internal_value=0 -0.00183885 0.000551955 -0.00302111 0.00190871 0.00721512 -0.00152323
internal_weight=0 0.00823093 0.00721666 0.00584433 0.00454618 0.00347746 0.00221616
internal_count=3121 2769 2630 2285 1866 1507 1386
is_linear=0
shrinkage=0.1


Tree=5605
num_leaves=7
num_cat=0
split_feature=4 16 2 48 2 4
split_gain=1.44266e-05 2.72171e-05 3.18696e-05 4.35822e-05 5.71752e-05 2.6044e-05
threshold=0.27287000000000006 -0.36241499999999999 0.11093500000000002 0.083985000000000018 0.090050000000000005 0.053180000000000012
decision_type=2 2 2 2 2 2
left_child=1 -1 3 4 5 -3
right_child=-2 2 -4 -5 -6 -7
leaf_value=-0.017025288876801166 0.0092085096200013421 -0.0080133290848593847 0.014227231755404272 0.01358599165488979 -0.024365337197931634 0.010225196829186226
leaf_weight=0.001010855391513665 0.0014347243305868418 0.0017685433849614291 0.0013690827429048988 0.0012781017241327635 0.0013728396828854685 0.0014048885839635841
leaf_count=139 352 1265 345 386 538 96
internal_value=0 -0.00166058 0.000498533 -0.00272855 -0.00731508 6.09253e-05
internal_weight=0 0.00820431 0.00719346 0.00582437 0.00454627 0.00317343
internal_count=3121 2769 2630 2285 1899 1361
is_linear=0
shrinkage=0.1


Tree=5606
num_leaves=7
num_cat=0
split_feature=47 16 4 4 1 133
split_gain=1.55459e-05 5.30824e-05 4.42516e-05 4.90214e-05 3.41884e-05 4.3129e-05
threshold=0.11926500000000002 -0.48836499999999994 0.055260000000000011 0.0061450000000000003 0.086560000000000012 1.0000000180025095e-35
decision_type=2 2 2 2 2 2
left_child=1 -1 3 4 5 -3
right_child=-2 2 -4 -5 -6 -7
leaf_value=0.019682650883801802 -0.011769051187049946 0.013421319687905268 -0.017136291904300795 0.021039588799437833 -0.013934291132742844 -0.011318566420800612
leaf_weight=0.0013331444068020969 0.0010111471774966645 0.0018381818006834028 0.0015299567182410056 0.001094788111746188 0.0016700996492745161 0.0011426897602439651
leaf_count=249 112 768 399 166 732 695
internal_value=0 0.00133833 -0.00202294 0.00200138 -0.00248001 0.00393751
internal_weight=0 0.00860886 0.00727572 0.00574576 0.00465097 0.00298087
internal_count=3121 3009 2760 2361 2195 1463
is_linear=0
shrinkage=0.1


Tree=5607
num_leaves=7
num_cat=0
split_feature=51 150 15 43 3 13
split_gain=1.32927e-05 3.28372e-05 4.70245e-05 9.50847e-05 9.43949e-05 5.31359e-05
threshold=0.086685000000000012 0.081835000000000019 -0.016799999999999995 -0.084004999999999982 0.099930000000000005 -0.095304999999999987
decision_type=2 2 2 2 2 2
left_child=1 2 4 -4 -1 -5
right_child=-2 -3 3 5 -6 -7
leaf_value=0.0025393014421373743 -0.008697731681524495 0.01834084733669258 0.026583818137327922 0.0095942709676782555 -0.034849677883836222 -0.018810168316980236
leaf_weight=0.0019507380367051715 0.0014953666629015953 0.0010197910801918748 0.001459316796570128 0.0012622996572607269 0.0010327189358469843 0.0013770519140576215
leaf_count=853 445 327 313 104 111 968
internal_value=0 0.00156382 -0.000851994 0.00610015 -0.0104028 -0.00522542
internal_weight=0 0.00810192 0.00708213 0.00409867 0.00298346 0.00263935
internal_count=3121 2676 2349 1385 964 1072
is_linear=0
shrinkage=0.1


Tree=5608
num_leaves=8
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split_feature=4 42 49 160 16 16 12
split_gain=1.5158e-05 2.55955e-05 4.20433e-05 5.03459e-05 4.82911e-05 5.92374e-05 4.2062e-05
threshold=0.27287000000000006 0.092145000000000019 -0.00064499999999999985 0.079055000000000014 0.22339500000000004 -0.032969999999999992 0.086850000000000024
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 -1 5 6 -4
right_child=-2 -3 4 -5 -6 -7 -8
leaf_value=-0.026034317544736719 0.0094800412040783859 -0.015070761591914781 -0.011028361385074957 0.0046793773849124571 -0.01213589156475749 0.028090682620343751 0.016070887092948734
leaf_weight=0.0010913059362284237 0.0014254625451465006 0.0012173120460976065 0.0012191983356558114 0.0010445305644000745 0.0011370943774310811 0.0013502309784664112 0.001080250532670771
leaf_count=340 352 544 387 177 275 434 612
internal_value=0 -0.00169847 0.000652995 -0.0110138 0.00585866 0.011465 0.00170251
internal_weight=0 0.00813992 0.00692261 0.00213584 0.00478677 0.00364968 0.00229945
internal_count=3121 2769 2225 517 1708 1433 999
is_linear=0
shrinkage=0.1


Tree=5609
num_leaves=9
num_cat=0
split_feature=14 15 16 2 48 42 4 12
split_gain=5.01298e-05 7.42335e-05 5.65573e-05 7.99778e-05 6.61315e-05 7.66027e-05 4.75041e-05 1.49688e-05
threshold=-1.0000000180025095e-35 -0.10653 -0.092484999999999984 0.092875000000000013 0.088965000000000002 0.086325000000000013 -0.059649999999999988 0.091200000000000017
decision_type=2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 5 6 7 -4
right_child=1 2 4 -5 -6 -7 -8 -9
leaf_value=-0.00042619757450512128 0.0004228203988464091 2.217849925937263e-05 -0.00025978838890075036 -0.00067275475223376423 0.00050658854846432635 -0.00044530000644799669 0.00034573200784434455 7.5719737425761728e-05
leaf_weight=0.0010112251409676387 0.0015769736765936142 0.0014511774609236201 0.0010335003336096628 0.0011344630163081957 0.0010673659615835782 0.0012794623520170382 0.0017577342622376252 0.0010117684896619021
leaf_count=161 388 270 463 187 207 728 500 217
internal_value=0 3.12769e-05 -3.94066e-05 -0.000282727 6.28953e-05 -3.02845e-05 0.000109341 -9.38168e-05
internal_weight=0 0.0103124 0.00873547 0.00258564 0.00614983 0.00508247 0.003803 0.00204527
internal_count=3121 2960 2572 457 2115 1908 1180 680
is_linear=0
shrinkage=0.00196078


Tree=5610
num_leaves=7
num_cat=0
split_feature=1 42 133 3 0 49
split_gain=1.59895e-05 3.98712e-05 2.68283e-05 4.91114e-05 7.89351e-05 3.5273e-05
threshold=0.12337000000000002 0.092145000000000019 0.083950000000000011 -0.10023499999999998 -0.10011499999999998 -0.006494999999999999
decision_type=2 2 2 2 2 2
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right_child=-2 -3 -4 4 -6 -7
leaf_value=0.013360905687995431 0.0097932662211302896 -0.01862069312286193 0.013123611446435098 -0.011322626041116534 -0.029948291829941794 0.011111339056494819
leaf_weight=0.0015003540349942789 0.0014109182296056866 0.0011938849198400497 0.0014766099743267385 0.00126569121160542 0.0011512013269411982 0.0015705045859647155
leaf_count=301 294 559 671 139 971 186
internal_value=0 -0.00173609 0.0011584 -0.00206113 -0.00786404 0.00109987
internal_weight=0 0.00815825 0.00696436 0.00548775 0.0039874 0.0028362
internal_count=3121 2827 2268 1597 1296 325
is_linear=0
shrinkage=0.1


Tree=5611
num_leaves=8
num_cat=0
split_feature=48 16 15 47 0 4 43
split_gain=5.94596e-05 6.59061e-05 7.45347e-05 6.61908e-05 9.7953e-05 0.000147142 5.17318e-05
threshold=0.11951500000000001 -0.48836499999999994 -0.14147499999999996 0.09550500000000002 -0.11013499999999998 -0.076229999999999978 -0.0030899999999999994
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -3 4 -4 6 -6
right_child=-2 2 3 -5 5 -7 -8
leaf_value=0.00044440159581858851 -0.000464611016573197 -0.00051371859315310446 0.0003387385937168611 0.00046379822716197144 0.00028944526195416251 -0.0007103335224009252 -0.00021349885821903746
leaf_weight=0.0013231501053384753 0.0010005976416049165 0.0010555977588157222 0.0018931679675668568 0.0012056415654999736 0.0016255565124803305 0.0014408643715583414 0.001522914119337446
leaf_count=244 114 298 253 149 592 1094 377
internal_value=0 3.65623e-05 -2.51542e-05 4.19267e-05 -3.65347e-05 -0.00019134 4.61714e-05
internal_weight=0 0.0100669 0.00874374 0.00768814 0.0064825 0.00458934 0.00314847
internal_count=3121 3007 2763 2465 2316 2063 969
is_linear=0
shrinkage=0.00196078


Tree=5612
num_leaves=8
num_cat=0
split_feature=48 0 3 3 13 0 43
split_gain=8.52913e-05 8.80703e-05 6.43707e-05 6.66721e-05 5.78936e-05 6.70482e-05 6.06568e-05
threshold=0.11951500000000001 -0.17169499999999996 0.13524500000000003 0.076840000000000006 -0.017449999999999997 -0.060129999999999996 -0.070064999999999975
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 4 6 -6 -3
right_child=-2 2 -4 -5 5 -7 -8
leaf_value=0.00044344615642864343 -0.00054555949834706309 2.4556680118768216e-05 0.00041477447013344034 -0.00056781955672751728 -0.00010698789293078001 0.00043656117398596775 -0.00057493991776672818
leaf_weight=0.0018079945390651947 0.0010122729203475818 0.001441557656048088 0.0010668104116330285 0.0010121768984771157 0.001923363967241928 0.0015969345397706001 0.0011800559200782358
leaf_count=165 114 770 143 96 790 270 773
internal_value=0 5.1633e-05 -3.45372e-05 -0.000101538 -2.46956e-05 0.000139586 -0.000245292
internal_weight=0 0.0100289 0.0082209 0.00715409 0.00614191 0.0035203 0.00262161
internal_count=3121 3007 2842 2699 2603 1060 1543
is_linear=0
shrinkage=0.00196078


Tree=5613
num_leaves=7
num_cat=0
split_feature=11 13 39 0 151 4
split_gain=1.53863e-05 2.95626e-05 3.72357e-05 4.92081e-05 5.81418e-05 4.33011e-05
threshold=0.076920000000000002 -0.094514999999999988 1.0000000180025095e-35 -0.053834999999999994 -0.0083949999999999979 0.053180000000000012
decision_type=2 2 2 2 2 2
left_child=1 -1 3 4 -3 -6
right_child=-2 2 -4 -5 5 -7
leaf_value=0.012587354623351697 -0.011543825937227565 -0.021197754616879158 0.016003607066087885 -0.023163962793233624 -0.0040345135889601688 0.018244686215934558
leaf_weight=0.0018383988841491035 0.0010376176873880564 0.0010182070966932421 0.0010073770470713948 0.0011672140583983527 0.00195097463962659 0.0015779300585687555
leaf_count=322 226 334 313 261 1431 234
internal_value=0 0.00135032 -0.00172304 -0.00484806 -0.000146488 0.00592751
internal_weight=0 0.0085601 0.0067217 0.00571433 0.00454711 0.0035289
internal_count=3121 2895 2573 2260 1999 1665
is_linear=0
shrinkage=0.1


Tree=5614
num_leaves=9
num_cat=0
split_feature=14 15 52 13 13 1 3 2
split_gain=4.21093e-05 5.49244e-05 5.36257e-05 7.88718e-05 5.91587e-05 6.00694e-05 4.83507e-05 2.27839e-05
threshold=-1.0000000180025095e-35 -0.10653 0.11434500000000002 -0.095304999999999987 -0.033284999999999988 0.086560000000000012 0.076840000000000006 0.091545000000000015
decision_type=2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 -5 7 -7 -6
right_child=1 2 -4 4 5 6 -8 -9
leaf_value=-0.00039711442506353792 0.00037376717086244523 0.0004063433152962883 -0.00043281207266929075 -0.00049945219700699888 6.093063249241972e-05 0.00012102801304098665 -0.00040746052147772825 0.00047723357752251319
leaf_weight=0.0010017544312993778 0.0014762885129748259 0.0016274342285824313 0.0011344374663549402 0.0010659746990331256 0.0010179099726591102 0.0011727983787719015 0.001538890228149542 0.0010039404040249782
leaf_count=161 388 200 377 945 405 329 119 197
internal_value=0 2.44802e-05 -3.57494e-05 2.49004e-05 -8.21384e-05 1.1839e-05 -0.000178891 0.000267644
internal_weight=0 0.0100377 0.00856139 0.00742695 0.00579951 0.00473354 0.00271169 0.00202185
internal_count=3121 2960 2572 2195 1995 1050 448 602
is_linear=0
shrinkage=0.00196078


Tree=5615
num_leaves=7
num_cat=0
split_feature=42 3 0 0 1 16
split_gain=1.48401e-05 2.41292e-05 3.92734e-05 4.14618e-05 3.57912e-05 4.16081e-05
threshold=-1.0000000180025095e-35 -0.11255999999999998 -0.052984999999999997 -0.084269999999999984 0.094385000000000011 -0.25582999999999995
decision_type=2 2 2 2 2 2
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leaf_value=-0.0088282484824719187 0.011860454065945339 -0.012344017747897278 -0.017767373271248423 0.02003560582899826 -0.0071702095855288098 0.020943886618031642
leaf_weight=0.0016047104006894465 0.0018111695332075628 0.0018393524017480058 0.0011692790749285248 0.0010707496707632273 0.0010632550959405139 0.0010426117478740027
leaf_count=862 287 703 286 668 159 156
internal_value=0 0.00170914 -0.00126338 0.00258389 -0.00215258 0.00674904
internal_weight=0 0.00799642 0.00618525 0.00501597 0.00394522 0.00210587
internal_count=3121 2259 1972 1686 1018 315
is_linear=0
shrinkage=0.1


Tree=5616
num_leaves=8
num_cat=0
split_feature=48 48 1 4 0 4 2
split_gain=3.13749e-05 5.85405e-05 4.91209e-05 6.97738e-05 7.6107e-05 5.91247e-05 4.68148e-05
threshold=0.11926500000000002 0.092475000000000016 0.111945 -1.0000000180025095e-35 -0.10224499999999999 -0.059649999999999988 0.093680000000000013
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 5 -5 6 -1
right_child=-2 -3 -4 4 -6 -7 -8
leaf_value=-0.00031773388217379354 -0.00033328842891448704 0.00044960975807086298 0.00025201681809668754 -0.00070391264586511714 -1.6436232731577456e-06 0.00045350081974946662 0.00015471654233202499
leaf_weight=0.0016502364581114856 0.0010247796123898324 0.0011171544323244171 0.0018799256797422653 0.0012691344706873356 0.0011141580147157896 0.0010259293258429772 0.0015768841093234827
leaf_count=926 117 248 374 204 340 633 279
internal_value=0 2.75872e-05 -2.77732e-05 -0.000107031 -0.000375611 4.34732e-05 -8.68781e-05
internal_weight=0 0.00963342 0.00851627 0.00663634 0.00238329 0.00425305 0.00322712
internal_count=3121 3004 2756 2382 544 1838 1205
is_linear=0
shrinkage=0.00196078


Tree=5617
num_leaves=7
num_cat=0
split_feature=11 0 13 0 4 15
split_gain=1.48975e-05 2.72316e-05 4.34295e-05 6.06572e-05 3.73413e-05 3.03091e-05
threshold=1.0000000180025095e-35 -0.019414999999999998 -0.011289999999999998 -0.099059999999999995 0.033845000000000007 -0.0040799999999999994
decision_type=2 2 2 2 2 2
left_child=1 2 5 4 -4 -1
right_child=-2 -3 3 -5 -6 -7
leaf_value=-0.0027175033827574521 -0.011185417507202517 0.011773689395495203 0.013520894307872967 -0.027377994403865253 -0.0097799285479617682 0.018993649378902709
leaf_weight=0.0012525938260366646 0.0010681307538959331 0.0019349285176588809 0.0011558383435046702 0.0011702818328829592 0.0016984025517929255 0.0013212151154255399
leaf_count=971 244 260 137 656 131 722
internal_value=0 0.00134178 -0.00171733 -0.00820526 -0.00034415 0.0084275
internal_weight=0 0.00853326 0.00659833 0.00402452 0.00285424 0.00257381
internal_count=3121 2877 2617 924 268 1693
is_linear=0
shrinkage=0.1


Tree=5618
num_leaves=9
num_cat=0
split_feature=15 151 12 4 1 4 1 13
split_gain=6.20569e-05 5.47401e-05 4.66167e-05 8.87804e-05 0.000107018 8.4986e-05 4.69935e-05 4.16165e-05
threshold=-0.24436499999999997 -0.086224999999999982 0.086850000000000024 0.09173000000000002 0.094385000000000011 0.09173000000000002 0.080000000000000016 -0.016469999999999995
decision_type=2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 6 7 -3 -4
right_child=1 2 5 -5 -6 -7 -8 -9
leaf_value=0.00045599419563285219 0.00038333997516031021 -4.2252970989207734e-05 -0.00035233759328385297 -0.00074137319238806731 0.00037674297393962416 0.00044449537154509487 -0.00056088897113620016 0.00014043575176523826
leaf_weight=0.0010187986566408029 0.0010017675272561448 0.001277983610327927 0.0015920214129421619 0.0010254620250063949 0.0012638395549776421 0.0014131627324560072 0.0014158509343316994 0.0011242162211258756
leaf_count=253 269 536 800 129 207 150 193 584
internal_value=0 -5.17216e-05 -9.95492e-05 -0.000227215 -9.39924e-05 5.45104e-05 -0.000314843 -0.000148385
internal_weight=0 0.0101143 0.00911254 0.00498314 0.00395767 0.0041294 0.00269383 0.00271624
internal_count=3121 2868 2599 1065 936 1534 729 1384
is_linear=0
shrinkage=0.00196078


Tree=5619
num_leaves=8
num_cat=0
split_feature=4 0 1 2 0 52 12
split_gain=4.67443e-05 8.18859e-05 6.11753e-05 4.8917e-05 0.000120253 6.43445e-05 4.92732e-05
threshold=-0.49405499999999997 0.010870000000000003 0.077565000000000009 1.0000000180025095e-35 -0.14116499999999996 -0.0064899999999999992 0.095780000000000018
decision_type=2 2 2 2 2 2 2
left_child=-1 2 -2 6 5 -5 -4
right_child=1 -3 3 4 -6 -7 -8
leaf_value=-0.00041042490143803012 -0.0003359462718732354 0.0005504779018174681 -0.00032981898958235221 -0.00031508961151121586 0.00074419354665812294 0.00025716337200716051 0.00020780755296413421
leaf_weight=0.0010264248925726709 0.0019768640892662654 0.0010375752101115668 0.0018728210050598091 0.0014206952041324709 0.0011070320256922664 0.0016132530012500017 0.0010082436801803394
leaf_count=156 1552 161 492 143 257 186 174
internal_value=0 2.88886e-05 -3.12507e-05 5.4528e-05 0.000191034 -1.08033e-05 -0.000141674
internal_weight=0 0.0100365 0.00899891 0.00702204 0.00414098 0.00303395 0.00288106
internal_count=3121 2965 2804 1252 586 329 666
is_linear=0
shrinkage=0.00196078


Tree=5620
num_leaves=8
num_cat=0
split_feature=16 1 43 16 16 51 12
split_gain=1.43299e-05 4.58535e-05 5.17385e-05 3.36618e-05 4.72568e-05 4.19158e-05 5.84222e-05
threshold=0.38525000000000004 0.077565000000000009 -0.014584999999999999 -0.008904999999999998 -0.072804999999999981 0.081440000000000026 0.088105000000000003
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 4 5 6 -3
right_child=-2 3 -4 -5 -6 -7 -8
leaf_value=-0.027904452817461557 0.0095090110707055711 -0.018728045279780864 0.00015703493211084826 0.017269301290544273 -0.019678040544182322 0.022061852741589172 0.013387137796704987
leaf_weight=0.0011928390742701181 0.0013460172540325126 0.0011219364774539805 0.0014627582292949786 0.0013487854410579366 0.0010163147856677873 0.0010004241107599656 0.0011440545996425156
leaf_count=873 311 306 638 356 249 158 230
internal_value=0 -0.00161542 -0.0124476 0.0034926 -0.000846174 0.00501319 -0.00251372
internal_weight=0 0.00828711 0.0026556 0.00563152 0.00428273 0.00326642 0.00226599
internal_count=3121 2810 1511 1299 943 694 536
is_linear=0
shrinkage=0.1


Tree=5621
num_leaves=9
num_cat=0
split_feature=0 16 43 15 0 0 0 2
split_gain=3.2758e-05 4.72197e-05 4.10753e-05 5.24272e-05 0.000101022 5.30533e-05 6.68917e-05 5.28504e-05
threshold=0.15398500000000004 0.26799500000000004 0.08845500000000002 0.088655000000000025 -0.077999999999999986 -0.10607499999999999 -0.14920999999999998 0.11215000000000001
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 7 -1
right_child=-2 -3 -4 -5 -6 -7 -8 -9
leaf_value=0.0001780876081406985 0.00032495253795246978 -0.00041124980957383373 -0.00035446748346604895 -0.00033290250047484071 0.0005388584533804685 -0.00035741438401423915 0.00051621566525033701 -0.00038784662826900026
leaf_weight=0.0014630448514798278 0.0010278256584537867 0.001178733387734234 0.0010654541480727645 0.0011371620578445214 0.0016763711185781554 0.0013043601234705819 0.001067329707442095 0.0011201452588089217
leaf_count=131 60 349 278 573 372 1063 210 85
internal_value=0 -4.26242e-05 6.56277e-06 5.60788e-05 0.000122783 -1.79861e-05 0.000103294 -6.73177e-05
internal_weight=0 0.0100126 0.00883387 0.00776841 0.00663125 0.00495488 0.00365052 0.00258319
internal_count=3121 3061 2712 2434 1861 1489 426 216
is_linear=0
shrinkage=0.00196078


Tree=5622
num_leaves=7
num_cat=0
split_feature=12 0 47 3 13 2
split_gain=1.43951e-05 2.6563e-05 4.29213e-05 5.0229e-05 5.36375e-05 3.09011e-05
threshold=0.10711000000000002 -0.062294999999999996 0.087235000000000021 0.090900000000000009 -0.011914999999999999 0.10097500000000002
decision_type=2 2 2 2 2 2
left_child=1 2 3 4 -1 -3
right_child=-2 5 -4 -5 -6 -7
leaf_value=0.0060795635332878501 -0.011269626622480475 0.017945695309688547 -0.016801082812895982 0.017732050123806461 -0.021565335740830915 -0.0041898249044954464
leaf_weight=0.0017548866382780584 0.0010241969135247426 0.0016605117286780042 0.0015439154354273477 0.0014604422856650673 0.0011696086339811455 0.0010168620100241728
leaf_count=1296 285 239 271 191 597 242
internal_value=0 0.00127137 -0.00246201 0.00258671 -0.00497661 0.00953866
internal_weight=0 0.00860623 0.00592885 0.00438494 0.0029245 0.00267737
internal_count=3121 2836 2355 2084 1893 481
is_linear=0
shrinkage=0.1


Tree=5623
num_leaves=9
num_cat=0
split_feature=50 160 12 4 2 1 3 133
split_gain=3.02026e-05 4.25889e-05 5.07821e-05 7.35577e-05 8.60085e-05 8.07738e-05 6.21714e-05 5.62752e-05
threshold=0.088425000000000017 -0.085579999999999976 -0.029094999999999999 0.0052350000000000009 0.10803500000000001 0.086560000000000012 -0.059315 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 -3 5 6 7 -5 -4
right_child=-2 2 3 4 -6 -7 -8 -9
leaf_value=0.00041316071717134687 -0.000321530550716704 -0.00042940407017997125 0.00028084837430971104 0.00011972627653970497 -0.00019904423772326786 -0.00060877468376031635 0.00072474071669714648 -0.00030099709017958944
leaf_weight=0.0010007941371011101 0.0010391356949943547 0.0010005908825281634 0.0014801003134153729 0.0012672681360716559 0.0012198150780045962 0.0010770960428039314 0.0013472081594048876 0.0011247376512977547
leaf_count=385 560 317 571 213 192 341 87 455
internal_value=0 3.05295e-05 -1.44327e-05 4.081e-05 0.000230891 -0.000157137 0.000431483 2.96145e-05
internal_weight=0 0.00951761 0.00851682 0.00751623 0.00383429 0.00368193 0.00261448 0.00260484
internal_count=3121 2561 2176 1859 492 1367 300 1026
is_linear=0
shrinkage=0.00196078


Tree=5624
num_leaves=7
num_cat=0
split_feature=51 150 2 3 43 0
split_gain=1.31716e-05 3.67304e-05 3.59566e-05 3.26103e-05 6.09692e-05 7.04893e-05
threshold=0.086685000000000012 0.081835000000000019 0.11389000000000002 -0.08824499999999999 -0.074359999999999996 -0.10011499999999998
decision_type=2 2 2 2 2 2
left_child=1 2 3 -1 -5 -6
right_child=-2 -3 -4 4 5 -7
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leaf_weight=0.0018595442427940404 0.0015123764955240508 0.0010219217151788236 0.0011167406796490226 0.0011750004866112199 0.0014883432054076265 0.0014524807973197481
leaf_count=538 445 327 318 521 177 795
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internal_weight=0 0.00811403 0.00709211 0.00597537 0.00411582 0.00294082
internal_count=3121 2676 2349 2031 1493 972
is_linear=0
shrinkage=0.1


Tree=5625
num_leaves=7
num_cat=0
split_feature=4 151 12 2 0 4
split_gain=1.40191e-05 2.61432e-05 3.83044e-05 3.58591e-05 3.11878e-05 4.22027e-05
threshold=0.27287000000000006 -0.024429999999999997 0.088305000000000008 0.088555000000000009 -0.026509999999999995 0.0061450000000000003
decision_type=2 2 2 2 2 2
left_child=1 -1 4 -4 5 -3
right_child=-2 2 3 -5 -6 -7
leaf_value=0.011616858575792144 0.0090210382103561079 -0.030642198141748529 0.015336139418712988 -0.0062968343542298306 0.0038690915176557341 -0.0057032054573575609
leaf_weight=0.0012546852952914061 0.0014463625218729135 0.0011803480996776222 0.0014959260315544369 0.001570877746785077 0.0010583534014579417 0.001596113142980701
leaf_count=451 352 757 516 709 134 202
internal_value=0 -0.0016614 -0.00407533 0.0042553 -0.0107376 -0.0163054
internal_weight=0 0.0081563 0.00690162 0.0030668 0.00383481 0.00277646
internal_count=3121 2769 2318 1225 1093 959
is_linear=0
shrinkage=0.1


Tree=5626
num_leaves=9
num_cat=0
split_feature=52 52 160 4 16 16 12 0
split_gain=3.65088e-05 5.19817e-05 4.96094e-05 3.85879e-05 6.46485e-05 8.5434e-05 5.21027e-05 4.40428e-05
threshold=-0.26636999999999994 -0.081429999999999989 0.050340000000000003 -0.082109999999999975 -0.088159999999999988 -0.013324999999999998 0.090840000000000018 0.047850000000000011
decision_type=2 2 2 2 2 2 2 2
left_child=-1 -2 3 7 6 -6 -5 -3
right_child=1 2 -4 4 5 -7 -8 -9
leaf_value=-0.0003602606688452679 0.00039364888642470525 0.00055221475028503992 -0.00040073489631347686 0.00031060670088938283 -0.00072781976514645964 7.5870755284560064e-05 -0.00023951973564113131 7.648301618699716e-06
leaf_weight=0.0010171017938452971 0.001309458510384969 0.0010032881158760919 0.001171260939875708 0.001934464257084978 0.0010331967905100286 0.0010014029114131461 0.0010061844647195103 0.0013252002820006189
leaf_count=354 417 449 216 474 577 355 203 76
internal_value=0 3.006e-05 -2.61176e-05 3.39578e-05 -6.3544e-05 -0.000332254 0.000122373 0.000242289
internal_weight=0 0.00978446 0.008475 0.00730374 0.00497525 0.0020346 0.00294065 0.00232849
internal_count=3121 2767 2350 2134 1609 932 677 525
is_linear=0
shrinkage=0.00196078


Tree=5627
num_leaves=7
num_cat=0
split_feature=13 48 0 0 43 4
split_gain=1.3909e-05 2.97457e-05 4.41439e-05 3.73236e-05 4.18145e-05 6.58939e-05
threshold=-0.23438999999999996 0.11280000000000003 -0.17169499999999996 -0.10224499999999999 -0.092909999999999979 0.015030000000000002
decision_type=2 2 2 2 2 2
left_child=-1 2 -2 -4 -5 -6
right_child=1 -3 3 4 5 -7
leaf_value=0.010113583001689493 0.017823328027010601 -0.017258812909446582 -0.016273370895018829 -0.012032806362610853 -0.0036441652920330457 0.026032369373524364
leaf_weight=0.001180243318277604 0.0012576800465888601 0.0010460982049802043 0.0015299527412100736 0.0014864170987765827 0.0018494318350802165 0.0012565487717817786
leaf_count=169 142 126 303 359 1667 355
internal_value=0 -0.00147758 0.000759359 -0.002746 0.00176064 0.00836171
internal_weight=0 0.00842613 0.00738003 0.00612235 0.0045924 0.00310598
internal_count=3121 2952 2826 2684 2381 2022
is_linear=0
shrinkage=0.1


Tree=5628
num_leaves=9
num_cat=0
split_feature=14 15 0 52 52 15 49 3
split_gain=4.40937e-05 7.06635e-05 4.51762e-05 9.59545e-05 0.000104396 6.33035e-05 0.000132818 7.07867e-05
threshold=-1.0000000180025095e-35 -0.10653 0.15398500000000004 0.10160000000000001 0.0031350000000000002 -0.016799999999999995 -0.043469999999999995 -0.063814999999999997
decision_type=2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 5 6 -3 -7
right_child=1 2 -4 -5 -6 7 -8 -9
leaf_value=-0.00040346589623404009 0.00041881491879604889 0.00017525458265807732 0.00034440735648889144 -0.00064106838771486473 0.00054571514613139269 -0.0002163851911165255 -0.0007429758585658252 0.00041151346092616417
leaf_weight=0.001001496899374941 0.0015098767052914254 0.0010641599411960743 0.0010227385943498164 0.0010607473504856387 0.0010984239613180376 0.0014401843683691891 0.0014055854006336467 0.0013257161289779696
leaf_count=161 388 204 55 456 517 656 500 184
internal_value=0 2.82158e-05 -4.18468e-05 -9.52676e-05 -3.86403e-06 -0.000119164 -0.00034733 8.45712e-05
internal_weight=0 0.00992743 0.00841756 0.00739482 0.00633407 0.00523565 0.00246975 0.0027659
internal_count=3121 2960 2572 2517 2061 1544 704 840
is_linear=0
shrinkage=0.00196078


Tree=5629
num_leaves=8
num_cat=0
split_feature=15 16 48 42 16 16 2
split_gain=3.05558e-05 3.80551e-05 5.2848e-05 5.12407e-05 6.36863e-05 0.000138685 0.000116288
threshold=-0.24436499999999997 -0.36241499999999999 0.092475000000000016 0.086325000000000013 0.22339500000000004 -0.010264999999999998 0.084055000000000005
decision_type=2 2 2 2 2 2 2
left_child=-1 -2 3 4 5 6 -3
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leaf_value=0.00031875515181989313 -0.00030234658314262462 0.0003214068933327687 0.00040111834242816753 -0.00034047460759057291 -0.00034167379011012416 0.00072548337619383636 -0.00050285805479928915
leaf_weight=0.0010002743725954074 0.0017568401727685199 0.0013578514359650206 0.0011713497335441017 0.0017361174082006717 0.0012127180962862062 0.0012027859611783605 0.0012768603310371882
leaf_count=253 248 273 291 878 224 353 601
internal_value=0 -4.11588e-05 1.65044e-05 -4.98816e-05 5.00158e-05 0.000173797 -7.80566e-05
internal_weight=0 0.00971452 0.00795768 0.00678633 0.00505022 0.0038375 0.00263471
internal_count=3121 2868 2620 2329 1451 1227 874
is_linear=0
shrinkage=0.00196078


Tree=5630
num_leaves=9
num_cat=0
split_feature=0 52 16 0 0 0 2 0
split_gain=5.10166e-05 7.03522e-05 8.54108e-05 9.51384e-05 5.54951e-05 8.35577e-05 5.11117e-05 2.22348e-05
threshold=0.15398500000000004 0.15915500000000002 0.26799500000000004 -0.077999999999999986 -0.10607499999999999 -0.14920999999999998 0.11215000000000001 -0.043914999999999989
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 -1 -5
right_child=-2 -3 -4 7 -6 -7 -8 -9
leaf_value=9.9289156637237256e-05 0.00040956171552595041 -0.00053571427372080835 -0.0005251148772068211 0.00063260353182909446 -0.00032802904042347238 0.00047245323925609016 -0.00047247827167627525 0.0002341524594191687
leaf_weight=0.0014746497936974912 0.0010180600673243808 0.0010330479651862517 0.0010349856942870805 0.0010338886246053967 0.001937115687661025 0.0013471985900287606 0.0010147009419081122 0.0011236346287938899
leaf_count=149 60 360 343 400 1265 239 83 222
internal_value=0 -5.11751e-05 4.65168e-06 7.37839e-05 -5.74937e-05 7.91026e-05 -0.000133773 0.000425091
internal_weight=0 0.00999922 0.00896617 0.00793119 0.00577367 0.00383655 0.00248935 0.00215752
internal_count=3121 3061 2701 2358 1736 471 232 622
is_linear=0
shrinkage=0.00196078


Tree=5631
num_leaves=8
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split_feature=2 13 13 52 2 47 1
split_gain=1.41198e-05 4.84139e-05 3.88387e-05 3.09566e-05 4.96175e-05 2.84184e-05 2.46448e-05
threshold=0.099185000000000009 -0.086589999999999986 -0.08971999999999998 0.08976000000000002 0.084245000000000014 0.088915000000000008 0.10587000000000001
decision_type=2 2 2 2 2 2 2
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right_child=2 3 6 -5 -6 -7 -8
leaf_value=-0.021190490989013631 0.018191806112041641 0.018076336340121714 -0.014641236199828232 0.016281757907816247 -0.018228780479930692 -0.0050807227632035899 0.0053440092036240736
leaf_weight=0.001189807105522237 0.0013626743609473904 0.0010487684837621049 0.0010325063802488264 0.0010765945527015219 0.0013363110730982967 0.0010712634634801495 0.0015333924054649233
leaf_count=482 200 485 462 405 697 133 257
internal_value=0 -0.0032376 0.00454791 0.00147468 -0.00313748 0.00637495 -0.00269797
internal_weight=0 0.00572274 0.00392857 0.00453294 0.00345634 0.00212003 0.0025659
internal_count=3121 2202 919 1720 1315 618 719
is_linear=0
shrinkage=0.1


Tree=5632
num_leaves=7
num_cat=0
split_feature=11 2 48 43 12 15
split_gain=1.38333e-05 2.94483e-05 4.49438e-05 6.75081e-05 3.71969e-05 2.25585e-05
threshold=0.076920000000000002 0.089775000000000008 0.016865000000000002 0.05259500000000001 0.089735000000000023 -0.024814999999999997
decision_type=2 2 2 2 2 2
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leaf_value=-0.024195611090697466 -0.010968807229289992 -0.012839525402351601 0.01779715303975616 0.017777762648193068 0.0070572242767448544 -0.003644831190296747
leaf_weight=0.0010810034532650807 0.0010375591127763139 0.0019364149615682222 0.0019993892219683962 0.001146546950464334 0.0013722298158428126 0.0010558470699157947
leaf_count=415 226 750 350 189 470 721
internal_value=0 0.00125521 0.00611997 -0.00145302 -0.00579063 -0.0140412
internal_weight=0 0.00859143 0.00508235 0.00308296 0.00350908 0.00213685
internal_count=3121 2895 1289 939 1606 1136
is_linear=0
shrinkage=0.1


Tree=5633
num_leaves=9
num_cat=0
split_feature=43 52 40 47 42 160 2 16
split_gain=5.67585e-05 9.30622e-05 0.000101997 6.07632e-05 8.20862e-05 6.86669e-05 8.14731e-05 0.000128911
threshold=0.18116500000000002 0.15915500000000002 -0.013874999999999998 0.09550500000000002 0.091295000000000015 -0.027994999999999996 0.10045500000000002 -0.078844999999999985
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 -4 7 -7
right_child=-2 -3 3 -5 -6 6 -8 -9
leaf_value=0.00068165681804729103 -0.00045653271808457824 -0.00052870329193890192 0.00024454412713113924 0.00034996652519064656 0.00040360320114178318 -9.9398176840680608e-05 8.862898578772755e-05 -0.00093734353846302123
leaf_weight=0.0010078961667968267 0.0010026132910842646 0.0010297990835363346 0.0012571391585591528 0.0017371368980040481 0.0012072893491944852 0.0015924192840064148 0.0015394160217022373 0.0012678474266782085
leaf_count=294 208 344 366 216 393 532 337 431
internal_value=0 3.14841e-05 9.15186e-05 2.23661e-05 -6.05415e-05 -0.0001596 -0.000275078 -0.000470827
internal_weight=0 0.0106389 0.00960914 0.00860125 0.00686411 0.00565682 0.00439968 0.00286027
internal_count=3121 2913 2569 2275 2059 1666 1300 963
is_linear=0
shrinkage=0.00196078


Tree=5634
num_leaves=7
num_cat=0
split_feature=12 0 42 1 15 3
split_gain=1.42949e-05 2.79243e-05 3.28566e-05 7.52513e-05 4.71902e-05 5.31005e-05
threshold=0.10711000000000002 0.041630000000000007 0.091295000000000015 1.0000000180025095e-35 -0.016799999999999995 0.097915000000000016
decision_type=2 2 2 2 2 2
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right_child=-2 -3 -4 4 -6 -7
leaf_value=-0.027684405835150722 -0.011203198165559512 0.014237077134408263 0.013910332529807385 0.0065754705739373047 0.015329819312398633 -0.018683508605143197
leaf_weight=0.0011154648537317078 0.0010292872895943427 0.0013915435998042638 0.00119553049461438 0.001718284318067512 0.0015786825004948631 0.0016140766960149539
leaf_count=1137 285 233 563 343 366 194
internal_value=0 0.00126586 -0.00123344 -0.00423764 0.00108792 -0.00565908
internal_weight=0 0.00861358 0.00722204 0.00602651 0.00491104 0.00333236
internal_count=3121 2836 2603 2040 903 537
is_linear=0
shrinkage=0.1


Tree=5635
num_leaves=9
num_cat=0
split_feature=43 52 40 3 4 3 3 13
split_gain=5.45526e-05 0.000132563 0.000116304 5.609e-05 5.62776e-05 5.71998e-05 4.26811e-05 4.63385e-05
threshold=0.16180500000000003 0.15915500000000002 -0.013874999999999998 0.12178000000000001 -0.084369999999999987 0.090900000000000009 -0.074084999999999998 -0.063184999999999977
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 -1 4 -4 6 7 -6
right_child=-2 -3 3 -5 5 -7 -8 -9
leaf_value=0.00072365147941146947 -0.00044768754569801959 -0.00064364269709105604 -0.00022234430184459039 -0.00036916725504619011 -2.6894229139755459e-05 0.00054160529542345969 -0.00019325116690456623 0.00048219663686916098
leaf_weight=0.001020284161599899 0.0010262968730513607 0.0010261444161496222 0.0017186666200213717 0.0012035105233644209 0.0014286536882075799 0.0013113365648127484 0.0014974936232260995 0.0013248675893045901
leaf_count=293 218 344 504 155 812 81 269 445
internal_value=0 2.58937e-05 9.81772e-05 2.29625e-05 8.77793e-05 0.000183602 7.31665e-05 0.000218057
internal_weight=0 0.010531 0.00950481 0.00848453 0.00728102 0.00556235 0.00425101 0.00275352
internal_count=3121 2903 2559 2266 2111 1607 1526 1257
is_linear=0
shrinkage=0.00196078


Tree=5636
num_leaves=7
num_cat=0
split_feature=4 42 47 133 160 16
split_gain=1.42189e-05 2.64956e-05 3.6765e-05 5.46504e-05 8.11148e-05 4.10462e-05
threshold=0.27287000000000006 0.092145000000000019 0.09550500000000002 0.083950000000000011 -0.025879999999999997 -0.088159999999999988
decision_type=2 2 2 2 2 2
left_child=1 2 3 4 -1 -6
right_child=-2 -3 -4 -5 5 -7
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leaf_weight=0.0010706255105815527 0.0014552067568743112 0.0012239325149407858 0.0011975855148105138 0.0014405467491133269 0.0014990860068732274 0.0017652039358837298
leaf_count=339 352 544 206 620 314 746
internal_value=0 -0.00169049 0.000691437 -0.00261504 -0.00822264 -0.0160567
internal_weight=0 0.00819698 0.00697305 0.00577546 0.00433492 0.00326429
internal_count=3121 2769 2225 2019 1399 1060
is_linear=0
shrinkage=0.1


Tree=5637
num_leaves=8
num_cat=0
split_feature=14 15 16 160 4 13 49
split_gain=5.41458e-05 9.91431e-05 5.69006e-05 6.66351e-05 5.96077e-05 7.61362e-05 5.92684e-05
threshold=-1.0000000180025095e-35 -0.10653 -0.092484999999999984 -0.081639999999999976 0.0061450000000000003 -0.074044999999999986 -0.047584999999999995
decision_type=2 2 2 2 2 2 2
left_child=-1 -2 6 -4 5 -5 -3
right_child=1 2 3 4 -6 -7 -8
leaf_value=-0.00043283458765573798 0.00047689713394845058 3.7189171063305264e-05 0.0004921646420202021 0.0001538596694948449 0.00025839847497127321 -0.00043650071661945425 -0.00055003582074054122
leaf_weight=0.0010595030253734714 0.0016296575630088241 0.0011919243912494174 0.0010969909948446935 0.0014477816297626691 0.0017184751231567657 0.0020002511611184226 0.001482966534175094
leaf_count=161 388 109 400 527 205 983 348
internal_value=0 3.21173e-05 -4.89755e-05 5.32603e-05 -3.99311e-05 -0.000188616 -0.00028837
internal_weight=0 0.010568 0.00893839 0.0062635 0.00516651 0.00344803 0.00267489
internal_count=3121 2960 2572 2115 1715 1510 457
is_linear=0
shrinkage=0.00196078


Tree=5638
num_leaves=10
num_cat=0
split_feature=43 52 52 157 3 1 16 12 2
split_gain=6.0509e-05 0.000124349 9.53426e-05 5.81598e-05 7.81317e-05 6.83482e-05 0.000154834 9.59729e-05 5.09939e-05
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decision_type=2 2 2 2 2 2 2 2 2
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right_child=-2 -3 8 4 -6 7 -8 -9 -10
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leaf_weight=0.0010915060073924138 0.0010344770414179036 0.0010124556857242775 0.0010683538097236893 0.0012718972679689558 0.0013460878920638127 0.0012436334031009312 0.0012622635332335381 0.0010816135518327292 0.0010937691371644617
leaf_count=362 218 344 489 204 163 272 743 181 145
internal_value=0 3.83224e-05 0.000108227 1.07136e-06 -7.23452e-05 4.34527e-05 -0.000179298 0.000286217 0.00046987
internal_weight=0 0.0104716 0.00945912 0.007297 0.0062055 0.00485941 0.00253416 0.00232525 0.00216212
internal_count=3121 2903 2559 1925 1563 1400 947 453 634
is_linear=0
shrinkage=0.00196078


Tree=5639
num_leaves=9
num_cat=0
split_feature=15 15 43 16 13 13 48 2
split_gain=4.82689e-05 7.09184e-05 5.47478e-05 7.45135e-05 9.81238e-05 9.60878e-05 0.000106389 3.2121e-05
threshold=-0.24436499999999997 -0.11033999999999998 -0.17390999999999998 0.22339500000000004 -0.095304999999999987 -0.017449999999999997 0.086260000000000017 0.088225000000000012
decision_type=2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 -4 -6 7 -7
right_child=1 2 3 -5 5 6 -8 -9
leaf_value=0.00039499930291881204 -0.0005046553789784399 0.00034097447247392459 0.00052068331134973687 -0.00046742489757774485 -0.00058286370278122566 7.7510651949082049e-05 -0.00041758074807319461 0.00053334693660374722
leaf_weight=0.0010277112800868944 0.0011715310063781991 0.0015692297573773302 0.001255239111991123 0.0014119287026601868 0.0011722381507004651 0.0012005075613149862 0.0011772000039546719 0.0011770585700040439
leaf_count=253 256 183 217 384 1050 401 133 244
internal_value=0 -5.09662e-05 8.33169e-06 -6.22635e-05 3.33627e-05 -9.60436e-05 6.44928e-05 0.000303181
internal_weight=0 0.0101349 0.0089634 0.00739417 0.00598224 0.004727 0.00355477 0.00237757
internal_count=3121 2868 2612 2429 2045 1828 778 645
is_linear=0
shrinkage=0.00196078


Tree=5640
num_leaves=8
num_cat=0
split_feature=47 4 4 3 12 52 3
split_gain=1.51181e-05 4.95571e-05 6.88311e-05 3.91227e-05 4.24599e-05 4.59457e-05 3.53348e-05
threshold=0.11926500000000002 0.24564500000000003 0.055260000000000011 0.10299500000000002 0.091545000000000015 -0.0064899999999999992 -0.078934999999999991
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 4 5 -1 -7
right_child=-2 -3 -4 -5 -6 6 -8
leaf_value=-0.01107196449116514 -0.011674999980917656 0.015990316254327907 -0.025964038771190613 0.017555284137425377 -0.020713932963409967 -0.00041730072316825424 0.025357136719850282
leaf_weight=0.0014719701275268003 0.0010089495293904112 0.0018085610402215034 0.0010665939029350568 0.0012241627586495607 0.0010065788443499846 0.0011130939575297221 0.0010186616733272777
leaf_count=663 112 398 235 122 759 676 156
internal_value=0 0.0012555 -0.00260605 0.001664 -0.00255557 0.00251635 0.011899
internal_weight=0 0.00870962 0.00690106 0.00583447 0.0046103 0.00360373 0.00213176
internal_count=3121 3009 2611 2376 2254 1495 832
is_linear=0
shrinkage=0.1


Tree=5641
num_leaves=7
num_cat=0
split_feature=159 2 3 51 2 43
split_gain=3.85279e-05 4.65382e-05 5.44877e-05 7.24318e-05 8.75195e-05 4.68534e-05
threshold=-1.0000000180025095e-35 0.088225000000000012 -0.10831999999999999 0.081440000000000026 0.10613000000000002 -0.074359999999999996
decision_type=2 2 2 2 2 2
left_child=-1 5 -3 4 -4 -2
right_child=1 2 3 -5 -6 -7
leaf_value=-0.00035398154863163899 9.204481717307533e-05 0.00047393558085213184 0.00019758010387019743 0.0004677843448388857 -0.00041536954650716023 -0.00036421385994707352
leaf_weight=0.001089290297367978 0.0016553090390533029 0.0014231279797373014 0.0018419226521372749 0.0011356141302274686 0.0017432037638786682 0.0018131707415578501
leaf_count=509 514 225 530 211 405 727
internal_value=0 3.5114e-05 0.000137625 3.62392e-05 -0.000100456 -0.000146467
internal_weight=0 0.00961235 0.00614387 0.00472074 0.00358513 0.00346848
internal_count=3121 2612 1371 1146 935 1241
is_linear=0
shrinkage=0.00196078


Tree=5642
num_leaves=8
num_cat=0
split_feature=15 16 48 52 133 16 15
split_gain=7.25657e-05 4.85614e-05 6.85304e-05 4.80249e-05 5.41234e-05 0.000100927 0.000145599
threshold=-0.24436499999999997 -0.36241499999999999 0.092475000000000016 -0.088204999999999992 0.089980000000000018 -0.010699999999999999 -0.094549999999999981
decision_type=2 2 2 2 2 2 2
left_child=-1 -2 3 -3 5 6 -5
right_child=1 2 -4 4 -6 -7 -8
leaf_value=0.00047871031929487556 -0.00033529795210826237 -0.000354919639876091 0.0004296027349959163 0.00035126655775187044 -0.00037004465826928759 0.00050684052210318506 -0.00052374965201038991
leaf_weight=0.0010882962188640067 0.0019177384197857439 0.0016740540047319452 0.0012734199270699768 0.0014140463815819255 0.0010868592672046637 0.0016364149326179066 0.0015138191749597674
leaf_count=253 248 564 291 136 422 338 869
internal_value=0 -5.31595e-05 9.76552e-06 -6.32195e-05 2.31918e-05 0.00011683 -0.00010115
internal_weight=0 0.0105164 0.00859861 0.00732519 0.00565114 0.00456428 0.00292787
internal_count=3121 2868 2620 2329 1765 1343 1005
is_linear=0
shrinkage=0.00196078


Tree=5643
num_leaves=9
num_cat=0
split_feature=159 0 0 3 0 1 3 2
split_gain=0.000103176 7.05376e-05 0.000159504 8.16524e-05 7.97977e-05 4.50377e-05 8.14889e-05 4.078e-05
threshold=-0.032739999999999991 -0.077999999999999986 -0.053834999999999994 -0.10831999999999999 -0.10011499999999998 0.11061500000000002 0.090900000000000009 0.089885000000000007
decision_type=2 2 2 2 2 2 2 2
left_child=-1 4 -3 -4 5 6 7 -2
right_child=1 2 3 -5 -6 -7 -8 -9
leaf_value=-0.00061218415851826155 -0.00031958084449070878 0.00084630044269412954 0.00037805060718867364 -0.00025741361859627372 -0.00050710761798886356 -0.00023647001850240094 0.00058777628026459141 0.0002108691207575969
leaf_weight=0.0010037663346634069 0.001133991175902461 0.0011983906133288965 0.001333391131425557 0.0018644000702105386 0.0013640310501945429 0.0016598826316764834 0.0011281502723835268 0.0010955105685662653
leaf_count=421 143 447 179 307 1186 163 82 193
internal_value=0 4.5079e-05 0.000236197 7.55752e-06 -8.65799e-05 2.77417e-05 0.000158357 -5.89336e-05
internal_weight=0 0.0107777 0.00439618 0.00319779 0.00638157 0.00501753 0.00335765 0.0022295
internal_count=3121 2700 933 486 1767 581 418 336
is_linear=0
shrinkage=0.00196078


Tree=5644
num_leaves=8
num_cat=0
split_feature=50 3 47 15 2 3 1
split_gain=1.48435e-05 3.19233e-05 3.99339e-05 3.99653e-05 5.21819e-05 4.36572e-05 1.64019e-05
threshold=0.079410000000000008 -0.10519499999999998 0.077555000000000013 -0.07490999999999999 0.10613000000000002 -0.059315 0.078340000000000007
decision_type=2 2 2 2 2 2 2
left_child=1 6 3 -3 5 -5 -1
right_child=-2 2 -4 4 -6 -7 -8
leaf_value=0.0029853504373399068 -0.010878664316040905 0.017026092473427342 -0.014219648516155156 -0.0093893828898786585 -0.021271932303608711 0.019106373811638246 0.020695230397274562
leaf_weight=0.0010197465756384891 0.0011283807506080731 0.0014002707000762057 0.0019255554371652057 0.0010123927774165337 0.001068997105750695 0.0011465196638030791 0.0010734489683366934
leaf_count=115 609 563 299 914 241 147 233
internal_value=0 0.00131613 -0.00211774 0.00291726 -0.00320317 0.00574367 0.0120675
internal_weight=0 0.00864693 0.00655374 0.00462818 0.00322791 0.00215891 0.0020932
internal_count=3121 2512 2164 1865 1302 1061 348
is_linear=0
shrinkage=0.1


Tree=5645
num_leaves=8
num_cat=0
split_feature=11 3 3 1 3 2 16
split_gain=1.86571e-05 2.84743e-05 3.30861e-05 4.17822e-05 8.55803e-05 6.15764e-05 2.51793e-05
threshold=1.0000000180025095e-35 -0.10519499999999998 -0.078934999999999991 0.094385000000000011 0.083060000000000009 0.092875000000000013 -0.071854999999999988
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -3 5 -5 -4 -6
right_child=-2 2 3 4 6 -7 -8
leaf_value=0.015420157360178556 -0.012441912145669726 -0.015651453439701569 0.0056142614794896552 0.033982457225626296 0.0094222427640737409 -0.024020564079378998 -0.011748939338681852
leaf_weight=0.0012511545127136215 0.0010853992610857935 0.0012601723954443261 0.0016988184279187811 0.0010155495645646426 0.0011416250774053246 0.0011939029991847728 0.0011059923109661418
leaf_count=177 244 1329 291 396 179 395 110
internal_value=0 0.00146554 -0.000888725 0.00213335 0.00989018 -0.00661682 -0.000995529
internal_weight=0 0.00866722 0.00741606 0.00615589 0.00326317 0.00289272 0.00224762
internal_count=3121 2877 2700 1371 685 686 289
is_linear=0
shrinkage=0.1


Tree=5646
num_leaves=8
num_cat=0
split_feature=11 2 4 49 12 43 1
split_gain=1.51421e-05 2.94975e-05 4.13681e-05 4.10001e-05 3.3689e-05 3.22151e-05 2.3628e-05
threshold=1.0000000180025095e-35 0.089775000000000008 0.23246000000000003 -0.047584999999999995 0.089735000000000023 0.05259500000000001 0.092390000000000014
decision_type=2 2 2 2 2 2 2
left_child=1 4 3 -3 6 -5 -1
right_child=-2 2 -4 5 -6 -7 -8
leaf_value=-0.024046805343277453 -0.011215144768400947 0.028500564822052033 -0.010044578809966885 -0.0032336395008359187 0.0065155968112744923 0.018396778244399625 -0.0030738470000119295
leaf_weight=0.0010720990016638708 0.0010838031233246026 0.0010108193722701232 0.0012035062862170076 0.0017833308693376961 0.0013729473429853192 0.0011215796618020196 0.0010765671196943162
leaf_count=939 244 167 271 663 466 183 188
internal_value=0 0.00132427 0.00617026 0.0111539 -0.00572016 0.00511782 -0.0135385
internal_weight=0 0.00864085 0.00511924 0.00391573 0.00352161 0.00290491 0.00214867
internal_count=3121 2877 1284 1013 1593 846 1127
is_linear=0
shrinkage=0.1


Tree=5647
num_leaves=8
num_cat=0
split_feature=1 52 0 16 0 2 1
split_gain=1.34931e-05 4.12468e-05 5.03737e-05 5.4873e-05 4.91554e-05 4.801e-05 3.86932e-05
threshold=0.12337000000000002 0.11434500000000002 -0.077999999999999986 0.15891500000000003 -0.10151999999999999 0.083215000000000011 0.093575000000000019
decision_type=2 2 2 2 2 2 2
left_child=1 2 4 -4 5 -1 -7
right_child=-2 -3 3 -5 -6 6 -8
leaf_value=0.018964029904324414 0.0088897351512602987 -0.019588041032698063 0.025636096332049954 -0.0035077246311315717 -0.024020714217298934 -0.02089455684412897 0.004191627724467256
leaf_weight=0.0010074893412957732 0.0014339227409144078 0.0011064255266739391 0.0014077413297906025 0.0011940135858324709 0.0010619061005107686 0.0011024462498168252 0.0013901355079206906
leaf_count=75 294 438 417 339 1186 186 186
internal_value=0 -0.00161809 0.00115734 0.0122612 -0.00517536 0.000542235 -0.00690376
internal_weight=0 0.00827016 0.00716373 0.00260175 0.00456198 0.00350007 0.00249258
internal_count=3121 2827 2389 756 1633 447 372
is_linear=0
shrinkage=0.1


Tree=5648
num_leaves=9
num_cat=0
split_feature=14 49 2 3 52 15 43 1
split_gain=4.43159e-05 6.06504e-05 5.83394e-05 8.63592e-05 7.70434e-05 0.000120708 4.34964e-05 3.53043e-05
threshold=-1.0000000180025095e-35 0.0043850000000000009 0.10912000000000001 -0.116045 0.090245000000000006 -0.016799999999999995 -0.0030899999999999994 0.096255000000000021
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 7 -7 -5
right_child=1 -3 -4 4 -6 6 -8 -9
leaf_value=-0.0003996654159886384 -0.00062307713969770532 0.00044141213655860499 0.00030135144663892284 1.8879993946010231e-05 -0.00040353574792112716 0.00074196832056520803 0.00018392110040874819 -0.00047414714520170099
leaf_weight=0.0010101384879957044 0.0010523794924633392 0.0012166532984388299 0.0016813872110832068 0.0012551522396069621 0.0014605102860765903 0.001019915124612763 0.0011341266150680777 0.0010059183731529211
leaf_count=161 214 611 344 237 457 597 309 191
internal_value=0 3.16232e-05 -2.6287e-05 -0.000105803 -1.31543e-05 0.000115983 0.00044815 -0.000200461
internal_weight=0 0.00982604 0.00860939 0.006928 0.00587562 0.00441511 0.00215404 0.00226107
internal_count=3121 2960 2349 2005 1791 1334 906 428
is_linear=0
shrinkage=0.00196078


Tree=5649
num_leaves=8
num_cat=0
split_feature=4 0 1 2 0 52 16
split_gain=7.30802e-05 0.000102001 6.25126e-05 7.34784e-05 0.000117417 9.78443e-05 5.23684e-05
threshold=-0.49405499999999997 0.010870000000000003 0.077565000000000009 1.0000000180025095e-35 -0.14116499999999996 -0.0064899999999999992 -0.056919999999999991
decision_type=2 2 2 2 2 2 2
left_child=-1 2 -2 6 5 -5 -4
right_child=1 -3 3 4 -6 -7 -8
leaf_value=-0.00049407980395188263 -0.00032623474777156408 0.00061800779814009618 6.5320425946628532e-05 -0.00033981846708975189 0.00076190816859592059 0.00035445237474166245 -0.00046288420783524527
leaf_weight=0.0010569323309371397 0.0019992583293385324 0.001078033390818839 0.0015866887322350581 0.0014589516673420774 0.001159015385455734 0.0016781005531929668 0.0013236665037043738
leaf_count=156 1552 161 354 143 257 186 312
internal_value=0 4.73599e-05 -1.9466e-05 6.56401e-05 0.000228602 3.15672e-05 -0.000174914
internal_weight=0 0.0102837 0.00920568 0.00720642 0.00429607 0.00313705 0.00291036
internal_count=3121 2965 2804 1252 586 329 666
is_linear=0
shrinkage=0.00196078


Tree=5650
num_leaves=8
num_cat=0
split_feature=12 52 49 1 3 13 16
split_gain=1.35199e-05 3.1596e-05 4.31217e-05 7.05079e-05 0.000104261 5.28785e-05 3.78348e-05
threshold=0.10711000000000002 0.070205000000000017 -0.074429999999999982 0.11181500000000001 0.084940000000000015 -0.017449999999999997 -0.014034999999999997
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 4 5 -4 -3
right_child=-2 6 3 -5 -6 -7 -8
leaf_value=0.016029211690730061 -0.01091255011503711 -0.0014140980555286868 -0.026931779936355468 -0.023635376716101702 0.027070853627187159 0.0030222972722918889 0.022940415960370726
leaf_weight=0.0010269896460636738 0.0010280999112957248 0.001296700858338645 0.0010507093537697456 0.0016245444769597611 0.0010995351106614648 0.001342155518776012 0.0012554486843275024
leaf_count=228 285 813 784 290 135 439 147
internal_value=0 0.00121391 -0.00267103 -0.00642423 0.0015818 -0.0101306 0.0105663
internal_weight=0 0.00869608 0.00614393 0.00511694 0.0034924 0.00239286 0.00255215
internal_count=3121 2836 1876 1648 1358 1223 960
is_linear=0
shrinkage=0.1


Tree=5651
num_leaves=9
num_cat=0
split_feature=14 15 16 2 4 2 0 4
split_gain=3.99482e-05 6.20607e-05 4.35102e-05 7.16455e-05 5.74924e-05 9.46141e-05 5.82236e-05 5.31851e-05
threshold=-1.0000000180025095e-35 -0.10653 -0.092484999999999984 0.092875000000000013 -0.49405499999999997 0.097070000000000004 -0.084804999999999978 -0.076229999999999978
decision_type=2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 -4 6 -6 -8
right_child=1 2 4 -5 5 -7 7 -9
leaf_value=-0.00038286274069202804 0.00039680630758266082 3.7068124324479705e-05 -0.00037396700838199866 -0.00064303894752890274 -0.00038915708332252894 0.00055946731274584801 0.00045252338939973937 -0.00015459191008551775
leaf_weight=0.001000700583537407 0.0014904953644382891 0.0013688123555821289 0.0010025036159900932 0.0010541251622373459 0.0011811067590446903 0.001458900921328647 0.001112336669996527 0.0011067273696928972
leaf_count=161 388 270 156 187 548 464 487 460
internal_value=0 2.84674e-05 -3.78017e-05 -0.00025882 5.35582e-05 0.000141763 -3.74595e-05 0.000149733
internal_weight=0 0.00977501 0.00828451 0.00242294 0.00586158 0.00485907 0.00340017 0.00221906
internal_count=3121 2960 2572 457 2115 1959 1495 947
is_linear=0
shrinkage=0.00196078


Tree=5652
num_leaves=9
num_cat=0
split_feature=48 48 1 15 42 2 4 4
split_gain=6.45811e-05 0.000113414 9.54499e-05 8.29728e-05 6.88664e-05 6.44834e-05 6.25413e-05 4.23786e-05
threshold=0.11951500000000001 0.092475000000000016 0.111945 -0.0063699999999999989 0.086325000000000013 0.08622500000000001 -0.084369999999999987 0.11275500000000001
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 5 6 -1 -5 -4
right_child=-2 -3 7 4 -6 -7 -8 -9
leaf_value=-0.00010295699255538855 -0.00047012451721202954 0.00059403635803894294 5.0267435515187043e-05 -0.00011098160280304122 -0.00037738357582641136 -0.00074428843821770351 0.00043359674358954591 0.00061914446930592601
leaf_weight=0.0011338729989580877 0.0010780642087061853 0.001225420909633749 0.0010094968761863001 0.0016406495198549951 0.0012905616986064981 0.0012868210700121977 0.001602930125963584 0.0010043780368093292
leaf_count=290 114 251 124 456 545 696 395 250
internal_value=0 3.45243e-05 -4.19235e-05 -0.000150773 5.71367e-06 -0.000443884 0.000158141 0.000333983
internal_weight=0 0.0101941 0.00896871 0.00695484 0.00453414 0.00242069 0.00324358 0.00201387
internal_count=3121 3007 2756 2382 1396 986 851 374
is_linear=0
shrinkage=0.00196078


Tree=5653
num_leaves=8
num_cat=0
split_feature=1 47 1 12 0 2 15
split_gain=1.49432e-05 3.80449e-05 3.7579e-05 4.62179e-05 4.24449e-05 4.14061e-05 3.29297e-05
threshold=0.12337000000000002 0.096175000000000024 0.094825000000000007 0.088245000000000004 -0.13027499999999997 0.11177500000000001 0.088235000000000022
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 4 -1 -4 -5
right_child=-2 -3 5 6 -6 -7 -8
leaf_value=0.0019806763029016064 0.0093000049977303555 -0.019826114737697076 0.02672599423034815 -0.0043195769863515164 -0.023320375536042475 -0.0015002175185337314 0.018885896991438746
leaf_weight=0.0011415442599529756 0.001446258833591744 0.001017584615771199 0.0010079684579767591 0.0013518301257088002 0.0015818579547930256 0.0010728863259226447 0.0011166400903146667
leaf_count=153 294 233 353 571 900 153 464
internal_value=0 -0.00171579 0.000818169 -0.00373258 -0.0127152 0.0121726 0.00617768
internal_weight=0 0.00829031 0.00727273 0.00519187 0.0027234 0.00208085 0.00246847
internal_count=3121 2827 2594 2088 1053 506 1035
is_linear=0
shrinkage=0.1


Tree=5654
num_leaves=8
num_cat=0
split_feature=160 52 133 151 16 16 1
split_gain=1.31816e-05 8.07905e-05 6.75808e-05 6.41235e-05 6.26774e-05 9.03004e-05 3.98563e-05
threshold=-1.0000000180025095e-35 -0.013374999999999998 -1.0000000180025095e-35 -0.0083949999999999979 -0.056919999999999991 0.38525000000000004 0.089770000000000016
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -2 -4 6 -6 -5
right_child=2 -3 3 4 5 -7 -8
leaf_value=0.012898245793081643 -0.021248796913039197 -0.026286491057507445 -0.016128783886817488 0.0044645311755402341 -0.017728039892902711 0.021139532131699345 0.028727655842987879
leaf_weight=0.0010323142157921885 0.0010844979363330582 0.0010731609475150784 0.0011147391076915918 0.0010540082694732386 0.0014378108485698106 0.0010230629927278569 0.0018928873201711509
leaf_count=352 712 618 306 321 296 227 289
internal_value=0 -0.00707422 0.0018664 0.00570976 0.0102115 -0.00156956 0.0200495
internal_weight=0 0.00210548 0.00760701 0.00652251 0.00540777 0.00246087 0.0029469
internal_count=3121 970 2151 1439 1133 523 610
is_linear=0
shrinkage=0.1


Tree=5655
num_leaves=8
num_cat=0
split_feature=12 52 16 49 2 3 4
split_gain=1.36323e-05 3.05161e-05 3.6974e-05 3.53442e-05 6.45388e-05 7.02633e-05 3.99362e-05
threshold=0.10711000000000002 0.070205000000000017 -0.014034999999999997 -0.074429999999999982 0.11215000000000001 0.090900000000000009 0.053180000000000012
decision_type=2 2 2 2 2 2 2
left_child=1 3 -3 -1 5 6 -5
right_child=-2 2 -4 4 -6 -7 -8
leaf_value=0.014306974716989202 -0.010969204480834681 -0.0014723357993170318 0.022631356468029697 -0.018987506593164182 -0.025288345357188571 0.021788447789025691 0.0056432577983713521
leaf_weight=0.0010272358114800763 0.0010248757439207503 0.0012893838432865895 0.0012566335961548922 0.001502030913853642 0.0012961094813137512 0.0011045941621536191 0.0011718603008618702
leaf_count=228 285 813 147 1005 293 114 236
internal_value=0 0.00122826 0.0104245 -0.00260891 -0.00603315 0.000571838 -0.00819282
internal_weight=0 0.00864785 0.00254602 0.00610183 0.00507459 0.00377849 0.00267389
internal_count=3121 2836 960 1876 1648 1355 1241
is_linear=0
shrinkage=0.1


Tree=5656
num_leaves=9
num_cat=0
split_feature=0 16 13 1 4 15 151 15
split_gain=4.26075e-05 5.3043e-05 4.62796e-05 4.76665e-05 7.0038e-05 2.98201e-05 5.63112e-05 6.84643e-05
threshold=0.15398500000000004 0.26799500000000004 -0.010384999999999998 0.10752500000000002 -0.0029599999999999995 -0.11713499999999999 -0.016164999999999995 -0.074054999999999996
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 -4 -7 -8
right_child=-2 -3 5 -5 -6 6 7 -9
leaf_value=0.00031458922595616241 0.0003647072920121834 -0.00044289239555710727 -0.00040795950539008173 0.00052949909064112482 -0.00032626492317127179 0.00035703720355445638 0.00021344571288015485 -0.00041092780046209852
leaf_weight=0.0014783017044154617 0.0010464693323051421 0.0011723678505984733 0.0010907493418433672 0.0010172428353924226 0.0011782159435780259 0.0010114371192512682 0.0010706712119811935 0.0018280192129402619
leaf_count=1069 60 349 171 303 378 160 124 507
internal_value=0 -5.1434e-05 1.47116e-06 0.000168567 3.03583e-05 -0.000121282 -4.13115e-05 -0.000180307
internal_weight=0 0.00984701 0.00867464 0.00367376 0.00265652 0.00500088 0.00391013 0.00289869
internal_count=3121 3061 2712 1750 1447 962 791 631
is_linear=0
shrinkage=0.00196078


Tree=5657
num_leaves=7
num_cat=0
split_feature=4 16 2 2 52 43
split_gain=1.43836e-05 2.55164e-05 4.52417e-05 3.79342e-05 5.22119e-05 2.94918e-05
threshold=0.27287000000000006 -0.36241499999999999 0.10912000000000001 0.095195000000000016 -0.088204999999999992 -0.0037449999999999996
decision_type=2 2 2 2 2 2
left_child=1 -1 3 4 -3 -6
right_child=-2 2 -4 -5 5 -7
leaf_value=-0.016641930504433921 0.0090548998479696371 -0.018547498027475233 0.016685125659717748 -0.018747318245218202 -0.0030291686952265803 0.015408429873117246
leaf_weight=0.001002831100693314 0.0014665214556652669 0.0010680148170589829 0.0013769264028787994 0.001270756424847785 0.0016394728304725545 0.0018425543637766997
leaf_count=139 352 359 379 385 1051 456
internal_value=0 -0.00169775 0.000384363 -0.00347163 0.000794636 0.0067273
internal_weight=0 0.00820056 0.00719772 0.0058208 0.00455004 0.00348203
internal_count=3121 2769 2630 2251 1866 1507
is_linear=0
shrinkage=0.1


Tree=5658
num_leaves=7
num_cat=0
split_feature=51 150 15 15 43 0
split_gain=1.51609e-05 2.85527e-05 4.84102e-05 9.08752e-05 8.69891e-05 4.95421e-05
threshold=0.086685000000000012 0.081835000000000019 -0.016799999999999995 -0.10653 -0.084004999999999982 -0.084144999999999984
decision_type=2 2 2 2 2 2
left_child=1 2 3 -1 -4 -6
right_child=-2 -3 4 -5 5 -7
leaf_value=0.0059545376156034339 -0.0092542827954388961 0.017244999441852649 0.025949610615265642 -0.029030508312163684 0.013033505291372108 -0.015091269321947282
leaf_weight=0.0015978688770763656 0.001512401207265539 0.0010258403976102027 0.0014684717357431962 0.0013869298514348183 0.0010115791798322479 0.0016445338954164455
leaf_count=435 445 327 313 529 388 684
internal_value=0 0.00164894 -0.000601475 -0.0103018 0.00641824 -0.00437996
internal_weight=0 0.00813522 0.00710938 0.0029848 0.00412458 0.00265611
internal_count=3121 2676 2349 964 1385 1072
is_linear=0
shrinkage=0.1


Tree=5659
num_leaves=8
num_cat=0
split_feature=159 2 43 3 2 1 16
split_gain=3.66866e-05 4.15147e-05 4.82525e-05 4.65467e-05 5.61064e-05 0.000122804 3.32814e-05
threshold=-1.0000000180025095e-35 0.088225000000000012 -0.074359999999999996 -0.11255999999999998 0.10613000000000002 0.10937500000000001 -0.091114999999999988
decision_type=2 2 2 2 2 2 2
left_child=-1 2 -2 -3 6 -6 -5
right_child=1 3 -4 4 5 -7 -8
leaf_value=-0.00035192183694285594 0.00010354964021088151 0.00045549527889322236 -0.00036127256779522874 0.00048543055752888452 -0.00066091460400138924 0.00025428227444131461 2.1657592250409142e-05
leaf_weight=0.0010533550406730515 0.0016545097136189569 0.0013342167084529075 0.0017849524827046228 0.0011720248003702232 0.0010757271045433408 0.0011842568400769254 0.0012081584882246311
leaf_count=509 514 211 727 162 267 241 490
internal_value=0 3.39365e-05 -0.000137676 0.000132734 3.99284e-05 -0.000181341 0.000250024
internal_weight=0 0.00941385 0.00343946 0.00597438 0.00464017 0.00225998 0.00238018
internal_count=3121 2612 1241 1371 1160 508 652
is_linear=0
shrinkage=0.00196078


Tree=5660
num_leaves=9
num_cat=0
split_feature=159 1 13 16 0 2 2 15
split_gain=6.18042e-05 5.82422e-05 5.38752e-05 8.05947e-05 0.000193745 4.97479e-05 9.67365e-05 4.76236e-05
threshold=-0.029685 0.13146500000000003 0.18141000000000002 0.22339500000000004 -0.077999999999999986 0.089775000000000008 0.11215000000000001 -0.0063699999999999989
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 7 -7 -2
right_child=1 -3 -4 -5 -6 6 -8 -9
leaf_value=-0.00047028016916108011 -0.00056589673985368036 0.00046931721320778977 -0.00044734920458666834 -0.00045946796458893718 0.00063807867182685688 0.00036408310615623356 -0.00034384280007961797 -7.7413485868585079e-07
leaf_weight=0.0010433695740802865 0.0012286925802484502 0.0010451574707453079 0.0010062277310595126 0.0011111073648175894 0.0019427557623563265 0.001840564746387289 0.0012435050998278441 0.0010748586793040721
leaf_count=425 394 216 121 365 460 380 125 635
internal_value=0 3.01053e-05 -1.84827e-05 3.26383e-05 0.00010723 -8.41924e-05 7.86455e-05 -0.000302205
internal_weight=0 0.0104929 0.00944771 0.00844148 0.00733038 0.00538762 0.00308407 0.00230355
internal_count=3121 2696 2480 2359 1994 1534 505 1029
is_linear=0
shrinkage=0.00196078


Tree=5661
num_leaves=8
num_cat=0
split_feature=13 16 43 3 49 1 2
split_gain=1.55243e-05 2.98209e-05 6.8077e-05 4.91241e-05 5.58594e-05 3.45574e-05 6.14085e-05
threshold=-0.23438999999999996 0.23311500000000004 -0.092909999999999979 -0.091054999999999983 -0.014989999999999998 0.10538500000000002 0.084055000000000005
decision_type=2 2 2 2 2 2 2
left_child=-1 2 -2 -4 -5 6 -6
right_child=1 -3 3 4 5 -7 -8
leaf_value=0.01071912670359965 -0.023588433517336877 0.01225784903154345 0.019168055067522484 -0.020293671540790186 0.013165388924765445 0.017749663013865689 -0.021507159747705774
leaf_weight=0.0011718501268618365 0.0014341552921770659 0.001319381316964097 0.0011582950321638976 0.0014277036394298131 0.0010217296613447377 0.0011101222560747723 0.0010215002883156206
leaf_count=169 386 417 259 284 443 196 967
internal_value=0 -0.00155914 -0.00410042 0.00076927 -0.00388276 0.0035474 -0.00416894
internal_weight=0 0.00849289 0.00717351 0.00573935 0.00458106 0.00315335 0.00204323
internal_count=3121 2952 2535 2149 1890 1606 1410
is_linear=0
shrinkage=0.1


Tree=5662
num_leaves=6
num_cat=0
split_feature=51 43 12 2 3
split_gain=1.36056e-05 2.83704e-05 5.20281e-05 4.38392e-05 5.09755e-05
threshold=-0.076794999999999988 -0.15323999999999996 0.092355000000000007 0.088225000000000012 0.088060000000000013
decision_type=2 2 2 2 2
left_child=-1 -2 3 -3 -5
right_child=1 2 -4 4 -6
leaf_value=-0.0084083018504032391 0.015271028850090197 -0.010811423140299309 -0.01749238114104865 0.021435781573059892 -0.0018726207362248443
leaf_weight=0.0016247609030845813 0.0012805144691386168 0.0014887152823072564 0.0014849837399918487 0.001827192002549426 0.0019287057683547854
leaf_count=537 223 954 630 553 224
internal_value=0 0.00162785 -0.000968183 0.00371055 0.00946659
internal_weight=0 0.00801011 0.0067296 0.00524461 0.0037559
internal_count=3121 2584 2361 1731 777
is_linear=0
shrinkage=0.1


Tree=5663
num_leaves=7
num_cat=0
split_feature=13 48 1 160 0 16
split_gain=1.54253e-05 2.83133e-05 4.2497e-05 3.99942e-05 4.02737e-05 5.01271e-05
threshold=-0.23438999999999996 0.11280000000000003 0.111945 -1.0000000180025095e-35 -0.10224499999999999 -0.056919999999999991
decision_type=2 2 2 2 2 2
left_child=-1 2 3 -2 -5 -6
right_child=1 -3 -4 4 5 -7
leaf_value=0.010691503925790062 -0.018553816816491698 -0.01696417768520354 0.014839913249328441 -0.012701300596599449 0.018597092841989318 -0.0076350448647848138
leaf_weight=0.0011722804975640598 0.0013393946291990451 0.0010442672445499556 0.001637769224479153 0.0014208112792579394 0.0017590498480754221 0.001243362311651784
leaf_count=169 796 126 302 267 872 589
internal_value=0 -0.00154982 0.000625292 -0.00341458 0.00116972 0.00773381
internal_weight=0 0.00844465 0.00740039 0.00576262 0.00442322 0.00300241
internal_count=3121 2952 2826 2524 1728 1461
is_linear=0
shrinkage=0.1


Tree=5664
num_leaves=8
num_cat=0
split_feature=4 0 1 13 49 2 3
split_gain=4.21787e-05 9.66686e-05 4.48958e-05 4.80148e-05 5.9075e-05 6.07942e-05 8.36124e-05
threshold=-0.49405499999999997 -1.0000000180025095e-35 0.077565000000000009 -0.094514999999999988 -0.054984999999999992 1.0000000180025095e-35 0.10732000000000001
decision_type=2 2 2 2 2 2 2
left_child=-1 2 -2 -4 -5 -6 -7
right_child=1 -3 3 4 5 6 -8
leaf_value=-0.00038412648720818389 -0.00030142382019537423 0.00055964118827176151 0.00038399268837689432 -0.00040863468625982181 -0.00018495086356156738 0.00067157230228380926 -7.1588931743790581e-05
leaf_weight=0.0010035648721266827 0.0018915660438275708 0.0011992143060677108 0.0012695336042740446 0.0012775100877021588 0.0019347117583277972 0.0011195493909249622 0.0012123667560417495
leaf_count=156 1551 186 231 168 529 219 81
internal_value=0 3.77268e-05 -3.4171e-05 4.00219e-05 -3.87428e-05 7.201e-05 0.000285202
internal_weight=0 0.00990445 0.00870524 0.00681367 0.00554414 0.00426663 0.00233192
internal_count=3121 2965 2779 1228 997 829 300
is_linear=0
shrinkage=0.00196078


Tree=5665
num_leaves=8
num_cat=0
split_feature=159 2 43 15 0 43 43
split_gain=3.06706e-05 3.97083e-05 4.05488e-05 6.63386e-05 6.42327e-05 6.41205e-05 3.89778e-05
threshold=-1.0000000180025095e-35 0.088225000000000012 0.016310000000000002 -0.074054999999999996 -0.20211999999999997 -0.084569999999999992 -0.074359999999999996
decision_type=2 2 2 2 2 2 2
left_child=-1 6 3 4 -3 -5 -2
right_child=1 2 -4 5 -6 -7 -8
leaf_value=-0.00032073074521742306 7.9885561925212631e-05 -6.2085558007544169e-05 0.00040686023390278504 0.00019451420656312393 0.00062988172329876127 -0.00044881431338248659 -0.00033579283894933889
leaf_weight=0.0010597550360325171 0.0016702846702913718 0.0010029781879619115 0.001498269468507874 0.0010148901886386137 0.0010617197212497557 0.0014419405895319331 0.0018040033922409598
leaf_count=509 514 51 274 200 411 435 727
internal_value=0 3.09646e-05 0.0001273 3.4664e-05 0.000293741 -0.000183062 -0.000135953
internal_weight=0 0.00949409 0.0060198 0.00452153 0.0020647 0.00245683 0.00347429
internal_count=3121 2612 1371 1097 462 635 1241
is_linear=0
shrinkage=0.00196078


Tree=5666
num_leaves=9
num_cat=0
split_feature=14 49 2 3 52 15 16 47
split_gain=5.58688e-05 5.35869e-05 5.02972e-05 7.69969e-05 9.71844e-05 0.000131296 5.94442e-05 2.65371e-05
threshold=-1.0000000180025095e-35 0.0043850000000000009 0.10912000000000001 -0.116045 0.090245000000000006 -0.016799999999999995 -0.083134999999999987 0.092530000000000015
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 7 -7 -5
right_child=1 -3 -4 4 -6 6 -8 -9
leaf_value=-0.00045346135921760943 -0.00058701726894438706 0.00041092455510315546 0.00028058929507266886 2.7392609992192955e-05 -0.0004466145201803238 0.00081937859498763376 0.00016663534098704342 -0.00040140917943815257
leaf_weight=0.001004227818002741 0.0010476224477604101 0.001252501587862674 0.0016829329148299746 0.0010598427577951761 0.0014659529455662099 0.0010395386134662895 0.0011082383319015957 0.0011646125640589759
leaf_count=161 214 611 344 276 457 309 597 152
internal_value=0 3.20938e-05 -2.32802e-05 -9.75478e-05 -9.71583e-06 0.000136771 0.000482568 -0.000197106
internal_weight=0 0.00982124 0.00856874 0.00688581 0.00583819 0.00437223 0.00214778 0.00222446
internal_count=3121 2960 2349 2005 1791 1334 906 428
is_linear=0
shrinkage=0.00196078


Tree=5667
num_leaves=6
num_cat=0
split_feature=42 160 43 16 0
split_gain=1.44538e-05 2.75489e-05 3.88839e-05 7.73733e-05 9.74266e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.074359999999999996 -0.056919999999999991 -0.20211999999999997
decision_type=2 2 2 2 2
left_child=-1 -2 -3 4 -4
right_child=1 2 3 -5 -6
leaf_value=-0.0087160656993107502 -0.0090594234555796908 0.017807542872348717 -0.013733510731053439 -0.018439822652047785 0.023387402544599194
leaf_weight=0.0016095400414096071 0.0018459260373865352 0.0016875275628806113 0.0011393011486694525 0.0015111875304745469 0.0018634874698241286
leaf_count=862 828 482 89 322 538
internal_value=0 0.00166478 0.00485692 1.5396e-05 0.00930319
internal_weight=0 0.00804743 0.0062015 0.00451398 0.00300279
internal_count=3121 2259 1431 949 627
is_linear=0
shrinkage=0.1


Tree=5668
num_leaves=7
num_cat=0
split_feature=13 12 43 43 52 16
split_gain=1.55682e-05 2.87507e-05 4.06891e-05 6.2757e-05 9.48662e-05 3.8549e-05
threshold=-0.23438999999999996 0.092355000000000007 -0.092909999999999979 -0.043144999999999996 -0.0064899999999999992 -0.25582999999999995
decision_type=2 2 2 2 2 2
left_child=-1 2 -2 -4 -5 -6
right_child=1 -3 3 4 5 -7
leaf_value=0.010733379649611074 -0.014858416987558696 -0.012583074009514026 0.027735249289830649 -0.019099301793721529 -0.0032109258237523288 0.021010174177130719
leaf_weight=0.0011739171284492365 0.0012329476312433005 0.0018478362230763259 0.0010109054393741979 0.001620840742880669 0.0010886458853876131 0.0016575884540704065
leaf_count=169 269 899 753 299 149 583
internal_value=0 -0.00155574 0.00152653 0.00528292 8.558e-05 0.0114086
internal_weight=0 0.00845876 0.00661093 0.00537798 0.00436708 0.00274623
internal_count=3121 2952 2053 1784 1031 732
is_linear=0
shrinkage=0.1


Tree=5669
num_leaves=8
num_cat=0
split_feature=159 2 16 51 3 2 15
split_gain=6.51522e-05 4.46969e-05 6.86155e-05 5.99481e-05 8.14222e-05 6.21908e-05 4.46687e-05
threshold=-0.029685 0.089775000000000008 -0.091354999999999978 0.081440000000000026 -0.10831999999999999 0.10613000000000002 -0.016799999999999995
decision_type=2 2 2 2 2 2 2
left_child=-1 2 -2 4 -3 -6 -4
right_child=1 3 6 -5 5 -7 -8
leaf_value=-0.00059729071661050921 -0.00062440537165827314 0.0003467096989847086 -0.00036104055024295073 0.00041509266630669438 5.2638711671317736e-05 -0.00047232598139368962 0.00012428529329817469
leaf_weight=0.0010301947539294891 0.0012301227956764554 0.0013079871786567119 0.0012364929939676934 0.0012281239919839492 0.0016287387546744386 0.0018566053041940683 0.0017768725011261524
leaf_count=425 324 181 352 219 429 407 784
internal_value=0 -8.00386e-05 -0.000234166 2.85793e-05 -7.04513e-05 -0.000227004 -7.48615e-05
internal_weight=0 0.0102649 0.00424349 0.00602146 0.00479333 0.00348534 0.00301337
internal_count=3121 2696 1460 1236 1017 836 1136
is_linear=0
shrinkage=0.00196078


Tree=5670
num_leaves=9
num_cat=0
split_feature=14 15 16 160 1 2 16 43
split_gain=5.6037e-05 8.20567e-05 7.97844e-05 7.94147e-05 5.62699e-05 4.96176e-05 7.27232e-05 8.39869e-05
threshold=-1.0000000180025095e-35 -0.10653 -0.092484999999999984 -0.081639999999999976 0.086560000000000012 0.10644500000000001 -0.056919999999999991 -0.074359999999999996
decision_type=2 2 2 2 2 2 2 2
left_child=-1 -2 4 -4 -3 6 -5 -8
right_child=1 2 3 5 -6 -7 7 -9
leaf_value=-0.00044240068054864746 0.00044149458706833151 -2.3986522172416885e-05 0.00055487566596017885 0.0002381403371389587 -0.00059976346871576218 0.0003236485507648279 -1.7335291934066573e-06 -0.00070110392392995415
leaf_weight=0.0010410569192361484 0.0016137144281028375 0.0012399539658528463 0.0011149172467093977 0.0013902059763076075 0.001377562846935554 0.0012325453810820806 0.0014743496791465105 0.0011954683211743132
leaf_count=161 388 288 400 672 169 311 376 356
internal_value=0 3.42527e-05 -3.85641e-05 7.92686e-05 -0.00032701 -2.09214e-05 -0.000125526 -0.000314892
internal_weight=0 0.0106387 0.009025 0.00640749 0.00261752 0.00529257 0.00406002 0.00266982
internal_count=3121 2960 2572 2115 457 1715 1404 732
is_linear=0
shrinkage=0.00196078


Tree=5671
num_leaves=9
num_cat=0
split_feature=50 484 457 133 16 52 3 15
split_gain=1.76967e-05 3.5014e-05 3.21967e-05 5.21663e-05 7.31348e-05 0.000115696 4.42446e-05 4.2697e-05
threshold=0.079410000000000008 0.084040000000000017 0.080930000000000016 0.091410000000000005 -0.014034999999999997 0.0046550000000000003 -0.082974999999999979 -0.10091499999999999
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 4 6 -6 -1 -8
right_child=-2 -3 -4 -5 5 -7 7 -9
leaf_value=0.0074740012887754602 -0.012059403755463029 0.018937355515346865 0.015556942670658228 -0.024116456188780208 -0.0063284335690624114 0.03874286833829893 -0.0041471166221927497 -0.032309103329834318
leaf_weight=0.0010429354666376166 0.0011083211435396418 0.001001774929974714 0.0010210031350972731 0.001036506042209148 0.001266768039785341 0.001034752226668417 0.0011259958925752846 0.0010315651569884146
leaf_count=385 609 322 193 405 527 101 199 380
internal_value=0 0.00136974 -0.000958292 -0.00353718 0.000339681 0.0139354 -0.00943719 -0.0176118
internal_weight=0 0.0085613 0.00755953 0.00653852 0.00550202 0.00230152 0.0032005 0.00215756
internal_count=3121 2512 2190 1997 1592 628 964 579
is_linear=0
shrinkage=0.1


Tree=5672
num_leaves=8
num_cat=0
split_feature=159 2 151 15 43 43 43
split_gain=3.84042e-05 4.50335e-05 4.43193e-05 0.000105428 0.000113777 4.43356e-05 3.95091e-05
threshold=-1.0000000180025095e-35 0.088225000000000012 -0.044604999999999992 -0.074054999999999996 0.016310000000000002 -0.041739999999999992 -0.074359999999999996
decision_type=2 2 2 2 2 2 2
left_child=-1 6 -3 -4 5 -5 -2
right_child=1 2 3 4 -6 -7 -8
leaf_value=-0.00036484919755250603 7.0335902901429685e-05 -0.00023817726505124498 0.000649047026220732 2.5304516047532187e-05 0.00045937361057406061 -0.00054668657529639494 -0.00035031321786276645
leaf_weight=0.0010468541406557256 0.001656239091152576 0.0010198657368115076 0.0014791399151060352 0.0010244661095037376 0.001385512792738088 0.0010601225447466819 0.0017821865396120218
leaf_count=509 514 270 424 247 163 267 727
internal_value=0 3.10527e-05 0.000134017 0.000210713 2.38716e-05 -0.000265583 -0.000147693
internal_weight=0 0.00940753 0.00596911 0.00494924 0.0034701 0.00208459 0.00343843
internal_count=3121 2612 1371 1101 677 514 1241
is_linear=0
shrinkage=0.00196078


Tree=5673
num_leaves=7
num_cat=0
split_feature=52 12 1 3 2 3
split_gain=1.57972e-05 3.69912e-05 5.1467e-05 0.000116473 4.65128e-05 4.57154e-05
threshold=0.11434500000000002 0.097825000000000009 0.11181500000000001 0.090900000000000009 0.088225000000000012 -0.080934999999999993
decision_type=2 2 2 2 2 2
left_child=1 2 3 4 -1 -6
right_child=-2 -3 -4 -5 5 -7
leaf_value=-0.01707351036437969 -0.0097264408277401085 0.015338896510928027 -0.017866683359133832 0.031510714232376356 0.018299670503063404 -0.010560944109444571
leaf_weight=0.0017609936870696358 0.0014633243797361742 0.0015726300491248476 0.0015208256184558681 0.0011241194750428452 0.0011670238024662982 0.0010361404490710241
leaf_count=1067 501 409 311 139 387 307
internal_value=0 0.0015546 -0.00172537 0.00309908 -0.00495763 0.00472662
internal_weight=0 0.00818173 0.0066091 0.00508828 0.00396416 0.00220316
internal_count=3121 2620 2211 1900 1761 694
is_linear=0
shrinkage=0.1


Tree=5674
num_leaves=8
num_cat=0
split_feature=4 43 0 43 15 16 0
split_gain=4.36514e-05 6.50774e-05 5.29986e-05 6.30492e-05 5.45256e-05 9.44692e-05 6.14502e-05
threshold=-0.49405499999999997 -0.24021999999999996 -0.036484999999999997 0.0016850000000000001 -0.0063699999999999989 -0.056919999999999991 -0.18113999999999997
decision_type=2 2 2 2 2 2 2
left_child=-1 -2 3 4 5 6 -3
right_child=1 2 -4 -5 -6 -7 -8
leaf_value=-0.00040221962560659587 -0.0004334124894671234 -0.00010679558916824662 0.00041661678637481631 -0.00044231436592771637 0.00036437916048691907 -0.00048044144322443682 0.00046029957093466598
leaf_weight=0.0010027856797165191 0.0010501416161229514 0.0015801199996290372 0.0015145394194447364 0.0010055217991934446 0.0018900419584086401 0.0012826715198882626 0.0013729510902751596
leaf_count=156 156 113 234 500 849 670 443
internal_value=0 2.75107e-05 8.34954e-05 1.27474e-05 8.74439e-05 -3.61282e-05 0.00015686
internal_weight=0 0.00969599 0.00864585 0.00713131 0.00612578 0.00423574 0.00295307
internal_count=3121 2965 2809 2575 2075 1226 556
is_linear=0
shrinkage=0.00196078


Tree=5675
num_leaves=8
num_cat=0
split_feature=4 42 49 160 16 16 0
split_gain=1.41812e-05 2.91935e-05 3.4247e-05 4.97071e-05 4.47463e-05 5.866e-05 2.88432e-05
threshold=0.27287000000000006 0.092620000000000022 -0.00064499999999999985 0.079055000000000014 0.22339500000000004 -0.088394999999999987 -0.083914999999999976
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 -1 5 -4 -7
right_child=-2 -3 4 -5 -6 6 -8
leaf_value=-0.024718333903651798 0.0089431856427593173 -0.016201117199351439 -0.006882757028732033 0.005678271075130515 -0.011662180820266876 0.032160412343086156 0.010182799443480162
leaf_weight=0.0010950521299780071 0.0014561946919006046 0.0011963744276664587 0.0012388386375931995 0.0010575344927995401 0.0011679164606596955 0.0010677006971506551 0.0013549511210783087
leaf_count=341 352 526 438 179 279 420 586
internal_value=0 -0.0017678 0.000705374 -0.00978492 0.00538116 0.0108175 0.0198687
internal_weight=0 0.00817837 0.00698199 0.00215259 0.00482941 0.00366149 0.00242265
internal_count=3121 2769 2243 520 1723 1444 1006
is_linear=0
shrinkage=0.1


Tree=5676
num_leaves=9
num_cat=0
split_feature=4 0 43 43 15 16 0 16
split_gain=4.7035e-05 6.48275e-05 4.76799e-05 3.85425e-05 4.70048e-05 8.55215e-05 5.49626e-05 2.28917e-05
threshold=-0.49013999999999996 -1.0000000180025095e-35 -0.24021999999999996 0.0016850000000000001 -0.0063699999999999989 -0.056919999999999991 -0.18113999999999997 -0.014034999999999997
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 6 -4 -6
right_child=1 -3 3 -5 7 -7 -8 -9
leaf_value=-0.00041852733547185833 -0.00043237193012290624 0.00047029303872671421 -9.6856171362955302e-05 -0.00031927146095383368 0.0001167964077548381 -0.00044023536980636162 0.00043964741547186241 0.00053273007387144794
leaf_weight=0.0010060140750309731 0.00100552036227967 0.0011206637373518498 0.0015768144738278478 0.0010834466469954313 0.0010089276901563366 0.0013676679415341795 0.0013737394901889434 0.0010261458718440265
leaf_count=169 153 173 113 508 627 679 454 245
internal_value=0 2.7189e-05 -3.16306e-05 2.25536e-05 8.08461e-05 -3.49354e-05 0.000152933 0.000326523
internal_weight=0 0.00956293 0.00844226 0.00743674 0.0063533 0.00431822 0.00295055 0.00203507
internal_count=3121 2952 2779 2626 2118 1246 567 872
is_linear=0
shrinkage=0.00196078


Tree=5677
num_leaves=7
num_cat=0
split_feature=159 2 43 151 15 43
split_gain=4.6284e-05 4.50468e-05 4.83006e-05 4.20338e-05 8.30758e-05 9.1214e-05
threshold=-1.0000000180025095e-35 0.088225000000000012 -0.074359999999999996 -0.0083949999999999979 -0.074054999999999996 0.016310000000000002
decision_type=2 2 2 2 2 2
left_child=-1 2 -2 -3 -5 -6
right_child=1 3 -4 4 5 -7
leaf_value=-0.00039844209546232863 9.9694215069456694e-05 -0.00017827990427618244 -0.00036565036369104838 0.00064023182225547476 -0.00020669366357515338 0.0004488845250748293
leaf_weight=0.0010374871089523707 0.0016587364871709135 0.0012517469502930419 0.0017754539357806077 0.001333883244772429 0.001989549969384617 0.0013832892581772055
leaf_count=509 514 291 727 417 500 163
internal_value=0 3.7978e-05 -0.000140886 0.000141067 0.000225997 6.2176e-05
internal_weight=0 0.00939266 0.00343419 0.00595847 0.00470672 0.00337284
internal_count=3121 2612 1241 1371 1080 663
is_linear=0
shrinkage=0.00196078


Tree=5678
num_leaves=8
num_cat=0
split_feature=1 457 52 0 16 1 4
split_gain=1.55831e-05 3.18503e-05 3.35802e-05 5.52702e-05 5.82099e-05 2.74675e-05 4.14277e-05
threshold=0.13146500000000003 0.045365000000000009 0.11434500000000002 -0.077999999999999986 0.15891500000000003 0.089175000000000018 0.24564500000000003
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 5 -5 -1 -7
right_child=-2 -3 -4 4 -6 6 -8
leaf_value=0.0023072912409040449 0.011250642622214894 0.013848124555148826 -0.020424032125065501 0.024183483811793756 -0.0059593309919007817 -0.029222366203992607 -0.0028932935376972183
leaf_weight=0.0013821219022439419 0.0010668724393528483 0.0011594333007159474 0.0010631317501135565 0.001369435075628585 0.0012038666580465921 0.0011378740674549384 0.0012586620094499627
leaf_count=1127 234 274 443 381 334 228 100
internal_value=0 -0.00156488 -0.00397487 -0.00122177 0.0100818 -0.00891959 -0.0153943
internal_weight=0 0.00857452 0.00741509 0.00635196 0.0025733 0.00377866 0.00239654
internal_count=3121 2887 2613 2170 715 1455 328
is_linear=0
shrinkage=0.1


Tree=5679
num_leaves=9
num_cat=0
split_feature=159 1 160 457 52 12 1 13
split_gain=0.000101419 6.24551e-05 5.99037e-05 5.6181e-05 6.16235e-05 5.87081e-05 7.81628e-05 4.25815e-05
threshold=-0.032739999999999991 0.13146500000000003 -0.081639999999999976 0.080930000000000016 -0.07167999999999998 0.10124000000000001 0.092695000000000013 -0.014169999999999999
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 -4 6 7 -6
right_child=1 -3 3 -5 5 -7 -8 -9
leaf_value=-0.0006133894082570602 0.00041989896265744907 0.00049465416402467099 -0.00050022798067263013 0.00034101862571682721 -1.4187894117470253e-05 -0.00047111911746643067 -0.00029054672966237233 0.00044863565107986463
leaf_weight=0.0010006056821471399 0.0010977054080861916 0.0010457052465987675 0.0014008259301039544 0.0011192136735734158 0.0014181398965751792 0.0010098604583391882 0.0016811843618551288 0.0016576081456662548
leaf_count=421 373 216 601 197 525 174 227 387
internal_value=0 4.01182e-05 -1.05301e-05 -6.75463e-05 -0.000131343 -4.17365e-05 4.94182e-05 0.000235241
internal_weight=0 0.0104302 0.00938454 0.00828683 0.00716762 0.00576679 0.00475693 0.00307575
internal_count=3121 2700 2484 2111 1914 1313 1139 912
is_linear=0
shrinkage=0.00196078


Tree=5680
num_leaves=8
num_cat=0
split_feature=13 12 0 48 1 13 3
split_gain=1.6793e-05 3.09809e-05 4.08277e-05 6.25389e-05 3.36376e-05 5.57965e-05 2.78774e-05
threshold=-0.23438999999999996 -0.015429999999999998 -0.053834999999999994 0.085845000000000019 1.0000000180025095e-35 -0.0025349999999999995 0.084940000000000015
decision_type=2 2 2 2 2 2 2
left_child=-1 -2 3 4 -3 -6 -7
right_child=1 2 -4 -5 5 6 -8
leaf_value=0.011064839163455987 0.014747893197558516 -0.0087817036741855529 -0.017399390337658773 -0.016418077041391043 0.030812972092988611 -0.0093854389089955519 0.014110170527805624
leaf_weight=0.0011736345333638971 0.0010090024859121744 0.0010437506018300541 0.0017274522579981723 0.0016326382605108452 0.0010410796552324641 0.001014115232906997 0.0010058576806188935
leaf_count=169 334 1219 390 319 433 166 91
internal_value=0 -0.00169851 -0.00392151 0.000136468 0.00672085 0.0120069 0.00231434
internal_weight=0 0.0084739 0.00746489 0.00573744 0.0041048 0.00306105 0.00201997
internal_count=3121 2952 2618 2228 1909 690 257
is_linear=0
shrinkage=0.1


Tree=5681
num_leaves=9
num_cat=0
split_feature=15 15 48 4 13 4 15 4
split_gain=5.26748e-05 4.57593e-05 7.26359e-05 5.4649e-05 5.41416e-05 0.000118621 4.79157e-05 9.32815e-05
threshold=-0.24436499999999997 -0.11033999999999998 0.092475000000000016 0.15285000000000001 -0.033284999999999988 -0.077679999999999985 -0.016799999999999995 -0.084369999999999987
decision_type=2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 5 -3 -6 -8
right_child=1 2 -4 -5 6 -7 7 -9
leaf_value=0.00041245064526578598 -0.00041962552468751064 8.0950787685177564e-06 0.00040827330789183704 0.00031759804736770789 -0.00029237907847611482 -0.00084350005482518656 -0.00019878599755654785 0.00054188775330293415
leaf_weight=0.0010193830704281421 0.0011715235179352345 0.0014016159990454975 0.0013699252181545354 0.0011281489091422578 0.00147641030585081 0.0011406221284607082 0.0013915558296438656 0.0012329638291182006
leaf_count=253 256 378 223 136 260 868 448 299
internal_value=0 -5.478e-05 -8.02212e-06 -8.14065e-05 -0.000149166 -0.000373989 -9.79419e-06 0.000149173
internal_weight=0 0.0103128 0.00914124 0.00777132 0.00664317 0.00254224 0.00410093 0.00262452
internal_count=3121 2868 2612 2389 2253 1246 1007 747
is_linear=0
shrinkage=0.00196078


Tree=5682
num_leaves=8
num_cat=0
split_feature=50 15 16 48 0 52 15
split_gain=1.85201e-05 3.38646e-05 3.69066e-05 4.6509e-05 6.45012e-05 4.43171e-05 1.75471e-05
threshold=0.079410000000000008 -0.15914499999999995 -0.36241499999999999 0.09111000000000001 -0.10607499999999999 0.083680000000000018 -0.0058549999999999991
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -3 4 -4 6 -6
right_child=-2 2 3 -5 5 -7 -8
leaf_value=0.018529183468653728 -0.012287059949643006 -0.016568258301762059 0.015580133306828184 0.021987283883172105 -0.0093333579432748857 0.0032788725865281923 -0.0279669917488263
leaf_weight=0.0010209213061630898 0.0011107430493262791 0.0012503013277035437 0.0015559095521858585 0.0010027265272028463 0.0010089850450255462 0.0016891508029233666 0.0010125001610034549
leaf_count=306 609 221 179 229 546 638 393
internal_value=0 0.00143958 -0.000880648 0.00224798 -0.00151029 -0.00867649 -0.0186664
internal_weight=0 0.00854049 0.00751957 0.00626927 0.00526655 0.00371064 0.00202149
internal_count=3121 2512 2206 1985 1756 1577 939
is_linear=0
shrinkage=0.1


Tree=5683
num_leaves=9
num_cat=0
split_feature=11 48 2 150 52 15 3 0
split_gain=5.48085e-05 6.94801e-05 0.000127124 0.00010348 0.000102613 0.000157113 0.000142723 7.20003e-05
threshold=0.079915000000000014 0.092475000000000016 0.11293500000000002 0.083340000000000011 0.090245000000000006 -0.016799999999999995 -0.059315 -0.15350499999999997
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 -1 -7 -3
right_child=-2 7 -4 -5 -6 6 -8 -9
leaf_value=-0.00033812829856224322 -0.00042382738371942927 -4.7554843578037796e-06 0.00052460660767968386 -0.00072562407913702779 -0.00044842846719212929 1.9768297094557114e-05 0.00092158269142991365 0.00073137573388708178
leaf_weight=0.0018374592287960984 0.0011004981825506856 0.001028259094989159 0.0012995244042226994 0.001003862161759528 0.001777864290796123 0.001593198638595457 0.0011703466094304914 0.0010151789960102737
leaf_count=507 199 51 357 267 534 794 125 287
internal_value=0 3.56549e-05 -4.09068e-05 -0.00014045 -4.8359e-05 0.000106231 0.000401682 0.000360954
internal_weight=0 0.0107257 0.00868226 0.00738273 0.00637887 0.004601 0.00276355 0.00204344
internal_count=3121 2922 2584 2227 1960 1426 919 338
is_linear=0
shrinkage=0.00196078


Tree=5684
num_leaves=7
num_cat=0
split_feature=159 2 3 51 2 43
split_gain=6.26891e-05 6.57888e-05 4.84213e-05 6.47395e-05 0.000104702 4.56195e-05
threshold=-1.0000000180025095e-35 0.088225000000000012 -0.11255999999999998 0.081440000000000026 0.10613000000000002 -0.074359999999999996
decision_type=2 2 2 2 2 2
left_child=-1 5 -3 4 -4 -2
right_child=1 2 3 -5 -6 -7
leaf_value=-0.00045339386469736982 6.0296010614935695e-05 0.00048398281303616665 0.00025907966568988852 0.00047032584230995107 -0.00039752333834887593 -0.00037989322608220663
leaf_weight=0.0010906800091213678 0.0017393484978109068 0.0014017931406967851 0.0019485243473072759 0.0011851253254503927 0.0017927755753196157 0.0018873820147916238
leaf_count=509 514 211 538 213 409 727
internal_value=0 4.17746e-05 0.000162446 7.09537e-05 -5.55548e-05 -0.000168782
internal_weight=0 0.00995495 0.00632822 0.00492643 0.0037413 0.00362673
internal_count=3121 2612 1371 1160 947 1241
is_linear=0
shrinkage=0.00196078


Tree=5685
num_leaves=7
num_cat=0
split_feature=2 13 13 1 1 1
split_gain=1.48941e-05 4.19091e-05 3.87406e-05 2.74194e-05 4.71561e-05 2.35167e-05
threshold=0.099185000000000009 -0.086589999999999986 -0.08971999999999998 0.086560000000000012 0.095285000000000022 0.10587000000000001
decision_type=2 2 2 2 2 2
left_child=1 -1 -2 -3 -5 -4
right_child=2 3 5 4 -6 -7
leaf_value=-0.020028993346313528 0.018311052493966029 0.010226777825373333 -0.01431213640321272 -0.021750040614317418 0.0053368051383230908 0.0052072366473548994
leaf_weight=0.0011966028700121411 0.0013534724373842379 0.0018873462314628383 0.0010276559465619763 0.0010721313398243432 0.0016046976909015044 0.0015454453957189065
leaf_count=482 200 1077 462 328 315 257
internal_value=0 -0.00337111 0.00461549 0.000996134 -0.0055121 -0.00258849
internal_weight=0 0.00576078 0.00392657 0.00456418 0.00267683 0.0025731
internal_count=3121 2202 919 1720 643 719
is_linear=0
shrinkage=0.1


Tree=5686
num_leaves=8
num_cat=0
split_feature=15 43 16 13 13 48 2
split_gain=1.3842e-05 3.01945e-05 4.96217e-05 4.97949e-05 7.79861e-05 9.2201e-05 1.87331e-05
threshold=-0.11713499999999999 -0.17390999999999998 0.22339500000000004 -0.094514999999999988 -0.014169999999999999 0.086260000000000017 0.088225000000000012
decision_type=2 2 2 2 2 2 2
left_child=-1 -2 3 -3 -5 6 -6
right_child=1 2 -4 4 5 -7 -8
leaf_value=-0.0082718913873673951 0.015009486646578014 0.021213300551908794 -0.019261858636369374 -0.025980233435776007 0.0082347057625846466 -0.019161707813073026 0.027047670670383623
leaf_weight=0.0017142463639221511 0.0013925214062863751 0.0011695124044042767 0.0012351744124447471 0.0010318855085561227 0.0010656824782992675 0.0010083537456231956 0.0010515772887129161
leaf_count=484 184 237 385 1082 379 130 240
internal_value=0 0.00163506 -0.00120305 0.00298425 -0.00214362 0.00572576 0.0175785
internal_weight=0 0.00795471 0.00656219 0.00532701 0.0041575 0.00312561 0.00211726
internal_count=3121 2637 2453 2068 1831 749 619
is_linear=0
shrinkage=0.1


Tree=5687
num_leaves=9
num_cat=0
split_feature=159 4 4 1 2 151 15 52
split_gain=5.20689e-05 6.69291e-05 0.00013285 6.52836e-05 8.25321e-05 0.000185769 5.05933e-05 4.62338e-05
threshold=-1.0000000180025095e-35 -0.49013999999999996 -0.15764999999999998 0.085110000000000005 0.089775000000000008 -0.0083949999999999979 -0.016799999999999995 0.083680000000000018
decision_type=2 2 2 2 2 2 2 2
left_child=-1 -2 -3 7 6 -6 -5 -4
right_child=1 2 3 4 5 -7 -8 -9
leaf_value=-0.00041278165707142286 -0.00044690271159527137 0.00067366676202035346 -0.00054198799192225523 -0.00031127305087454035 -0.00027274658482472812 0.00076438737563353117 0.00022886549530160821 1.2665171675904229e-05
leaf_weight=0.0011196586169433765 0.0010102805050048952 0.0012703954967374304 0.001250487301477594 0.0019254440632119555 0.0011101607951031645 0.001652159015521171 0.0010198648275922546 0.00107409187304641
leaf_count=509 145 101 758 322 169 256 280 581
internal_value=0 3.24207e-05 8.44761e-05 -8.71188e-06 0.000104101 0.000347569 -0.000124241 -0.000285706
internal_weight=0 0.0103129 0.0093026 0.00803221 0.00570763 0.00276232 0.00294531 0.00232458
internal_count=3121 2612 2467 2366 1027 425 602 1339
is_linear=0
shrinkage=0.00196078


Tree=5688
num_leaves=6
num_cat=0
split_feature=48 1 0 16 2
split_gain=1.44157e-05 4.96292e-05 4.76609e-05 4.82738e-05 5.40717e-05
threshold=0.092475000000000016 0.111945 -0.10224499999999999 -0.056919999999999991 0.097220000000000015
decision_type=2 2 2 2 2
left_child=1 2 -1 -4 -5
right_child=-2 -3 3 4 -6
leaf_value=-0.019000828537579107 0.0075808371736046532 0.012904902312679468 0.011843215942758967 -0.02685331434045651 0.0047626660261792285
leaf_weight=0.0019900284704968511 0.0019440624535926347 0.001723234489149887 0.0018403004889630085 0.0010253466259606597 0.0011450531377147149
leaf_count=361 365 374 1017 686 318
internal_value=0 -0.00205327 -0.00634882 -7.1153e-05 -0.0101734
internal_weight=0 0.00772396 0.00600073 0.0040107 0.0021704
internal_count=3121 2756 2382 2021 1004
is_linear=0
shrinkage=0.1


Tree=5689
num_leaves=7
num_cat=0
split_feature=42 160 49 42 0 16
split_gain=1.58489e-05 2.78425e-05 4.31883e-05 5.71245e-05 3.37919e-05 9.05699e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.081404999999999991 0.091545000000000015 -0.14920999999999998 -0.056919999999999991
decision_type=2 2 2 2 2 2
left_child=-1 -2 -3 4 -4 -6
right_child=1 2 3 -5 5 -7
leaf_value=-0.0091195720787644093 -0.009101430912615947 0.02383795387938081 -0.0058133732316009261 -0.017694596833307721 0.032831683479732504 -0.0044053837930147343
leaf_weight=0.0016226476387630655 0.0018350699643327863 0.0010102040543061132 0.0013459447941387777 0.0012190240564438704 0.0012705131909993401 0.0013442879903686833
leaf_count=862 828 151 125 462 312 381
internal_value=0 0.0017166 0.0049237 0.00123487 0.00706092 0.0136878
internal_weight=0 0.00802504 0.00618997 0.00517977 0.00396075 0.0026148
internal_count=3121 2259 1431 1280 818 693
is_linear=0
shrinkage=0.1


Tree=5690
num_leaves=8
num_cat=0
split_feature=50 484 457 133 16 52 13
split_gain=1.70588e-05 3.56607e-05 2.58664e-05 4.83754e-05 6.50814e-05 9.7936e-05 3.48052e-05
threshold=0.079410000000000008 0.084040000000000017 0.080930000000000016 0.091410000000000005 -0.014034999999999997 0.0046550000000000003 -0.012549999999999997
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 4 6 -6 -1
right_child=-2 -3 -4 -5 5 -7 -8
leaf_value=0.002622990394309856 -0.011779569861571351 0.019161706224973672 0.013897325608332787 -0.023095909525538728 -0.0051850559684975287 0.036463564407686097 -0.018372634919952831
leaf_weight=0.0014569668482822078 0.0011055504793572981 0.0010002933778678553 0.0010165123524387386 0.0010336099659512439 0.0012675362536031342 0.0010180885259126484 0.0017236383135932059
leaf_count=577 609 322 193 405 527 101 387
internal_value=0 0.00142388 -0.000936709 -0.00325661 0.000494806 0.0133665 -0.00875499
internal_weight=0 0.00851665 0.00751635 0.00649984 0.00546623 0.00228562 0.00318061
internal_count=3121 2512 2190 1997 1592 628 964
is_linear=0
shrinkage=0.1


Tree=5691
num_leaves=9
num_cat=0
split_feature=52 52 160 12 160 52 15 47
split_gain=5.45291e-05 8.8187e-05 6.66709e-05 5.22612e-05 6.19478e-05 6.49032e-05 6.08618e-05 5.35328e-05
threshold=-0.26636999999999994 -0.081429999999999989 0.050340000000000003 0.10711000000000002 -1.0000000180025095e-35 0.092965000000000006 0.088235000000000022 0.09550500000000002
decision_type=2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 -3 6 7 -6
right_child=1 2 -4 -5 5 -7 -8 -9
leaf_value=-0.00042812933370726833 0.00050151374589423449 -0.00022470088594545495 -0.00047041250738282203 -0.00037885708917069266 -0.00029754720930530134 0.00064975090056191816 0.00045146481887879973 0.00027094321546842885
leaf_weight=0.0010778573532875943 0.0013546523763286822 0.0017278030188460228 0.0011761271026279252 0.0010354940473639206 0.0016217237328685847 0.0010108175420857788 0.0012393350848595329 0.0010486405109232846
leaf_count=354 417 758 216 203 648 188 252 85
internal_value=0 3.55812e-05 -3.56582e-05 3.08877e-05 9.47066e-05 0.000206864 9.23597e-05 -7.43035e-05
internal_weight=0 0.0102146 0.00885994 0.00768381 0.00664832 0.00492052 0.0039097 0.00267036
internal_count=3121 2767 2350 2134 1931 1173 985 733
is_linear=0
shrinkage=0.00196078


Tree=5692
num_leaves=8
num_cat=0
split_feature=159 49 2 12 3 1 3
split_gain=0.000117823 4.84987e-05 5.8341e-05 6.86842e-05 8.46073e-05 9.89619e-05 3.08422e-05
threshold=-0.032739999999999991 0.0043850000000000009 0.11293500000000002 0.097825000000000009 -0.084074999999999997 0.088485000000000022 0.090900000000000009
decision_type=2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 -6 -7
right_child=1 -3 -4 -5 5 6 -8
leaf_value=-0.00064449594102189791 -0.0005542335337317295 0.00038104786711767684 0.00034566760420847006 0.00030509561223136003 0.00031089349288066057 -0.0005005088005666891 -5.9917663044886827e-05
leaf_weight=0.0010221835734865051 0.0015933225116548638 0.0014863269059643804 0.0015409882081467889 0.0014741436315893822 0.001891561576056475 0.0012568943086190736 0.0011884170371559092
leaf_count=421 704 535 315 218 480 345 103
internal_value=0 5.30591e-05 -1.43851e-06 -7.36781e-05 -0.000167835 -2.58757e-05 -0.000286382
internal_weight=0 0.0104317 0.00894533 0.00740434 0.0059302 0.00433687 0.00244531
internal_count=3121 2700 2165 1850 1632 928 448
is_linear=0
shrinkage=0.00196078


Tree=5693
num_leaves=8
num_cat=0
split_feature=159 2 51 43 4 0 43
split_gain=3.49691e-05 4.21028e-05 4.71229e-05 7.8156e-05 6.8093e-05 5.60235e-05 4.55518e-05
threshold=-1.0000000180025095e-35 0.088225000000000012 0.078435000000000019 0.016310000000000002 -0.059649999999999988 -0.15202999999999997 -0.074359999999999996
decision_type=2 2 2 2 2 2 2
left_child=-1 6 3 4 -3 -6 -2
right_child=1 2 -4 -5 5 -7 -8
leaf_value=-0.0003350383570205324 9.9650010351093595e-05 -0.00049647440801998423 0.00046970307837096773 0.00042512925902858477 -0.00019950437189176652 0.00042812297485374728 -0.00034731436292505702
leaf_weight=0.0010749011679305727 0.0016813661712567528 0.0011807891036006136 0.0012846920258714114 0.0014685927956682035 0.0011976133928109354 0.0010062016739824826 0.0018316070449242404
leaf_count=509 514 250 242 243 109 527 727
internal_value=0 3.77985e-05 0.000135777 4.7383e-05 -0.000116523 8.70531e-05 -0.00013339
internal_weight=0 0.00965086 0.00613789 0.0048532 0.0033846 0.00220382 0.00351297
internal_count=3121 2612 1371 1129 886 636 1241
is_linear=0
shrinkage=0.00196078


Tree=5694
num_leaves=7
num_cat=0
split_feature=11 48 2 52 13 2
split_gain=1.48391e-05 2.87676e-05 7.57226e-05 5.71938e-05 6.41045e-05 5.39086e-05
threshold=0.078065000000000009 0.091545000000000015 0.11293500000000002 0.090245000000000006 -0.010384999999999998 0.083215000000000011
decision_type=2 2 2 2 2 2
left_child=1 2 3 4 -1 -6
right_child=-2 -3 -4 -5 5 -7
leaf_value=0.014184383979790695 -0.011563692873728895 0.012467755237781444 0.022951593504549381 -0.0228543008804932 0.0027232491033318479 -0.026819191169231368
leaf_weight=0.0017863515978866623 0.001009869156261005 0.0018075141350704007 0.0010533264937638296 0.001520361606715542 0.0013661744154507933 0.0011274158016229749
leaf_count=1021 211 356 353 548 195 437
internal_value=0 0.00124541 -0.00171426 -0.00619355 -0.000275156 -0.0106336
internal_weight=0 0.00866114 0.00685363 0.0058003 0.00427994 0.00249359
internal_count=3121 2910 2554 2201 1653 632
is_linear=0
shrinkage=0.1


Tree=5695
num_leaves=7
num_cat=0
split_feature=50 15 4 15 0 52
split_gain=1.58184e-05 2.90123e-05 3.61608e-05 3.50193e-05 3.55212e-05 7.35574e-05
threshold=0.079410000000000008 -0.15914499999999995 0.098655000000000007 0.050935000000000008 -0.11991499999999998 0.096795000000000006
decision_type=2 2 2 2 2 2
left_child=1 -1 3 4 -3 -6
right_child=-2 2 -4 -5 5 -7
leaf_value=0.017175282055534324 -0.011306027510141654 0.020555373667396813 -0.012632346873065487 -0.012631230180546316 -0.01037079131986412 0.021628438961687951
leaf_weight=0.0010231033140148385 0.0011113565519465596 0.0013819664147348789 0.0019157304915169782 0.0011082345537762927 0.0019729341490571988 0.0011297080441204066
leaf_count=306 609 154 277 869 860 46
internal_value=0 0.00137761 -0.00077495 0.00328659 0.0072202 0.0012805
internal_weight=0 0.00853168 0.00750857 0.00559284 0.00448461 0.00310264
internal_count=3121 2512 2206 1929 1060 906
is_linear=0
shrinkage=0.1


Tree=5696
num_leaves=10
num_cat=0
split_feature=4 159 4 1 12 2 151 15 15
split_gain=5.95904e-05 7.3489e-05 0.000112018 8.29523e-05 7.54166e-05 0.000103084 0.000142106 7.55548e-05 6.23975e-05
threshold=-0.49405499999999997 -1.0000000180025095e-35 -0.15764999999999998 0.085110000000000005 0.10061500000000002 0.089775000000000008 -0.0083949999999999979 -0.042209999999999991 0.088235000000000022
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 8 5 7 -7 -5 -4
right_child=1 2 3 4 -6 6 -8 -9 -10
leaf_value=-0.00045366210257395315 -0.00045560238621389598 0.00062867562540283031 -0.00061397653720598436 -0.00065595087414621308 0.00062004864535444089 -0.00027520326106615319 0.00066527565094975753 8.9731570437502314e-05 2.9778476335425336e-05
leaf_weight=0.0010457733389399931 0.001044561208631562 0.0012918888697017227 0.0012100313839197938 0.0010776680161028863 0.0010093444355112301 0.0010254133979455005 0.0015535149303161255 0.0010139256193036341 0.0011098023389525891
leaf_count=156 485 114 1029 243 134 156 219 275 310
internal_value=0 3.7503e-05 9.2938e-05 6.42054e-06 0.000134025 2.89909e-05 0.00029133 -0.000294472 -0.000306006
internal_weight=0 0.0103362 0.00929159 0.0079997 0.00567987 0.00467052 0.00257893 0.00209159 0.00231983
internal_count=3121 2965 2480 2366 1027 893 375 518 1339
is_linear=0
shrinkage=0.00196078


Tree=5697
num_leaves=9
num_cat=0
split_feature=4 0 43 43 15 16 0 16
split_gain=4.37378e-05 6.54192e-05 4.54778e-05 3.80255e-05 5.78901e-05 8.62992e-05 6.03549e-05 2.18018e-05
threshold=-0.49405499999999997 1.0000000180025095e-35 -0.24021999999999996 0.0016850000000000001 -0.0063699999999999989 -0.056919999999999991 -0.20211999999999997 -0.014034999999999997
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 6 -4 -6
right_child=1 -3 3 -5 7 -7 -8 -9
leaf_value=-0.00039774044446080719 -0.00041145523094837156 0.00046008373507230388 -0.00015183016903178487 -0.00030980417436516993 0.00015137035897031206 -0.00045010921097521454 0.00039766785772135763 0.00055335905224079991
leaf_weight=0.0010071835277783636 0.0010464410808360743 0.0012012311475908316 0.0014541410745626537 0.0011184976113669722 0.0010388431094538804 0.0013884879077512274 0.0016298417295126395 0.0010360039499945877
leaf_count=156 153 186 98 508 627 679 469 245
internal_value=0 3.11194e-05 -2.80254e-05 2.43156e-05 8.13943e-05 -4.41854e-05 0.000138572 0.00035209
internal_weight=0 0.00991349 0.00871226 0.00766582 0.00654732 0.00447247 0.00308398 0.00207485
internal_count=3121 2965 2779 2626 2118 1246 567 872
is_linear=0
shrinkage=0.00196078


Tree=5698
num_leaves=9
num_cat=0
split_feature=4 0 1 3 2 15 1 1
split_gain=4.5551e-05 5.79664e-05 5.6038e-05 4.41283e-05 7.69956e-05 4.86711e-05 0.000152957 2.49214e-05
threshold=-0.49405499999999997 1.0000000180025095e-35 0.077565000000000009 -0.10519499999999998 0.116525 -0.016799999999999995 0.11181500000000001 0.09253500000000002
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 5 6 7 -5
right_child=1 -3 3 4 -6 -7 -8 -9
leaf_value=-0.00040553757113273543 -0.00031679599144840968 0.00042360987718272807 0.00039920962207778873 -0.00014268198189065377 0.00042885502268927137 0.00018086281119971296 -0.00079552990430259256 0.00028865947556738677
leaf_weight=0.0010241759825505839 0.0019953948880750789 0.0012514776504527021 0.0011922995549434583 0.001032559117282409 0.0012006432485603159 0.001387834215441021 0.0012568256161271212 0.0010273693676075169
leaf_count=156 1551 186 149 123 229 392 151 184
internal_value=0 2.79651e-05 -2.64883e-05 5.51286e-05 -1.43433e-05 -0.000127451 -0.000256459 7.24454e-05
internal_weight=0 0.0103444 0.00909293 0.00709753 0.00590523 0.00470459 0.00331675 0.00205993
internal_count=3121 2965 2779 1228 1079 850 458 307
is_linear=0
shrinkage=0.00196078


Tree=5699
num_leaves=7
num_cat=0
split_feature=15 43 16 42 160 4
split_gain=1.32633e-05 2.92165e-05 4.57345e-05 3.86555e-05 7.68347e-05 5.87242e-05
threshold=-0.11713499999999999 -0.17390999999999998 0.22339500000000004 0.086325000000000013 1.0000000180025095e-35 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2
left_child=-1 -2 3 4 5 -3
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leaf_value=-0.0080565141761400373 0.014694204824982482 0.027236630149262416 -0.01846054150884328 -0.012811444838295766 -0.014473671055770111 -0.0016088168866641571
leaf_weight=0.0017207013751031437 0.0014083419412092716 0.0018089634093478358 0.001241809756015135 0.0012166623176394741 0.0011492712595522698 0.0011572835702233276
leaf_count=484 184 800 385 796 243 229
internal_value=0 0.00162319 -0.00117701 0.00284815 0.00747756 0.0159826
internal_weight=0 0.00798233 0.00657399 0.00533218 0.00411552 0.00296625
internal_count=3121 2637 2453 2068 1272 1029
is_linear=0
shrinkage=0.1


Tree=5700
num_leaves=7
num_cat=0
split_feature=16 15 47 151 43 2
split_gain=1.47311e-05 4.41926e-05 6.60605e-05 5.46097e-05 4.60779e-05 6.85986e-05
threshold=-0.48836499999999994 -0.11713499999999999 0.09550500000000002 -0.0052199999999999989 -0.077604999999999993 0.098260000000000014
decision_type=2 2 2 2 2 2
left_child=-1 -2 3 -3 -5 -6
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leaf_value=0.0090284497246172213 -0.020616719604943098 0.015066886305103874 0.021907127575016196 0.0049871174363869024 -0.030317849645921796 0.00028256847174470186
leaf_weight=0.0014995240645219654 0.0010782478769474522 0.0012608705755723778 0.0012570604962375519 0.001641677240799594 0.0015576702770967834 0.0013830531435587011
leaf_count=274 345 397 169 624 957 355
internal_value=0 -0.0017535 0.00111105 -0.0033628 -0.00843383 -0.0159262
internal_weight=0 0.00817858 0.00710033 0.00584327 0.0045824 0.00294072
internal_count=3121 2847 2502 2333 1936 1312
is_linear=0
shrinkage=0.1


Tree=5701
num_leaves=8
num_cat=0
split_feature=47 4 4 3 12 52 3
split_gain=1.6306e-05 5.91444e-05 5.85471e-05 4.02173e-05 4.81858e-05 3.59951e-05 3.63818e-05
threshold=0.12209500000000001 0.24564500000000003 0.055260000000000011 0.10299500000000002 0.091545000000000015 -0.0064899999999999992 -0.079379999999999992
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 4 5 -1 -7
right_child=-2 -3 -4 -5 -6 6 -8
leaf_value=-0.0097333082885715863 -0.012160278721552892 0.017420258295164786 -0.024189983495160002 0.017456176521925711 -0.022475624490186953 -0.0019580791470831522 0.02443905137187
leaf_weight=0.0014634531154585585 0.0010008998406139764 0.0018057033254664043 0.001088818504502302 0.0011916358909870861 0.0010078072831300328 0.0010877487550256934 0.0010040821387306215
leaf_count=664 97 401 242 122 763 658 174
internal_value=0 0.00132177 -0.0029259 0.00109736 -0.00317469 0.00229649 0.0107126
internal_weight=0 0.00864925 0.00684355 0.00575473 0.00456309 0.00355528 0.00209183
internal_count=3121 3024 2623 2381 2259 1496 832
is_linear=0
shrinkage=0.1


Tree=5702
num_leaves=8
num_cat=0
split_feature=159 2 43 151 15 43 43
split_gain=4.46789e-05 4.1817e-05 5.19019e-05 4.88874e-05 9.77793e-05 0.000116029 6.29515e-05
threshold=-1.0000000180025095e-35 0.088225000000000012 -0.074359999999999996 -0.044604999999999992 -0.074054999999999996 0.016310000000000002 -0.041739999999999992
decision_type=2 2 2 2 2 2 2
left_child=-1 2 -2 -3 -5 6 -6
right_child=1 3 -4 4 5 -7 -8
leaf_value=-0.0003926473946314789 0.0001068619118481936 -0.00025262691903731537 -0.00036998302226739355 0.00063124387573372845 8.7836559145465826e-05 0.0004728672765748299 -0.00059015990195456251
leaf_weight=0.0010564842544403636 0.0017099853201357688 0.0010537527034878815 0.0018028002541272052 0.0014980488545789051 0.0010337989055903675 0.0013868945826287244 0.0010729919226783377
leaf_count=509 514 270 727 424 247 163 267
internal_value=0 3.22799e-05 -0.00013786 0.000131141 0.000212155 3.24544e-05 -0.000257468
internal_weight=0 0.00955827 0.00351279 0.00604549 0.00499173 0.00349369 0.00210679
internal_count=3121 2612 1241 1371 1101 677 514
is_linear=0
shrinkage=0.00196078


Tree=5703
num_leaves=7
num_cat=0
split_feature=52 52 52 0 13 16
split_gain=1.46631e-05 4.46939e-05 3.94636e-05 2.73394e-05 3.18016e-05 5.89992e-05
threshold=-0.081429999999999989 -0.0064899999999999992 -0.23798499999999997 -0.14001499999999997 -0.086589999999999986 -0.056919999999999991
decision_type=2 2 2 2 2 2
left_child=2 -2 -1 -3 -5 -6
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leaf_weight=0.0010118728683825907 0.0013407171520544766 0.0015677814673884828 0.0010780886484901601 0.0015050612063414416 0.001940048878567732 0.0011961110733495789
leaf_count=385 438 234 386 383 931 364
internal_value=0 -0.00212887 0.00733591 0.00144647 -0.00241018 0.00332419
internal_weight=0 0.00754972 0.00208996 0.006209 0.00464122 0.00313616
internal_count=3121 2350 771 1912 1678 1295
is_linear=0
shrinkage=0.1


Tree=5704
num_leaves=7
num_cat=0
split_feature=0 15 16 1 0 16
split_gain=1.49248e-05 4.55794e-05 3.26385e-05 3.79068e-05 5.1155e-05 2.83644e-05
threshold=-0.062294999999999996 -1.0000000180025095e-35 -0.056919999999999991 0.085110000000000005 -0.14920999999999998 0.16703000000000004
decision_type=2 2 2 2 2 2
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leaf_value=-0.014550058903939875 0.022724874833737713 0.008791827970690962 -0.014276930720454327 -0.0048838824161509383 0.019398215157154324 -0.013920313173802516
leaf_weight=0.0011020494862056078 0.0010386653928436945 0.0010874751922915614 0.0018017758053538958 0.0018133897890102199 0.0016634473268158007 0.0011122678609953773
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internal_value=0 0.00545988 -0.00287544 0.00161101 0.00673357 -0.00269223
internal_weight=0 0.00323841 0.00638066 0.00457889 0.00347684 0.00219974
internal_count=3121 595 2526 1470 592 320
is_linear=0
shrinkage=0.1


Tree=5705
num_leaves=10
num_cat=0
split_feature=48 48 1 47 15 1 0 4 1
split_gain=4.37715e-05 8.26711e-05 4.56582e-05 6.04948e-05 5.12343e-05 5.97141e-05 8.45595e-05 6.7334e-05 3.57926e-05
threshold=0.11951500000000001 0.092475000000000016 0.12500000000000003 0.077555000000000013 0.090615000000000015 0.077565000000000009 0.15398500000000004 0.024790000000000003 0.089175000000000018
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 -1 8 -7
right_child=-2 -3 -4 -5 -6 7 -8 -9 -10
leaf_value=-0.00045110346027823827 -0.00039703119256780708 0.0005100899789630194 0.00035849296121541957 -0.00051303928565067474 -0.00040246832532667045 0.00029470592851370243 0.00028021990410198811 0.00063701959715636077 -0.00022432564384007838
leaf_weight=0.0015444364436169762 0.0010075843835081902 0.0012202348664850727 0.0010087155954566938 0.0010913191928863929 0.0011019231787173797 0.0010088179586005832 0.001002373442298555 0.0010809047895008902 0.0010347797252496678
leaf_count=1108 114 251 211 247 518 197 37 156 282
internal_value=0 3.15636e-05 -3.42424e-05 -8.46151e-05 -1.55864e-05 5.95839e-05 -0.000163269 0.000241233 3.18933e-05
internal_weight=0 0.0100935 0.00887327 0.00786455 0.00677324 0.00567131 0.00254681 0.0031245 0.0020436
internal_count=3121 3007 2756 2545 2298 1780 1145 635 479
is_linear=0
shrinkage=0.00196078


Tree=5706
num_leaves=9
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split_gain=4.37694e-05 4.23763e-05 5.1764e-05 4.26777e-05 6.03386e-05 6.05203e-05 5.65817e-05 0.000103773
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decision_type=2 2 2 2 2 2 2 2
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leaf_weight=0.0013544430584809652 0.0010089746560287315 0.0012109695591603067 0.0011992421948555316 0.0010654919034966065 0.0010364555917776756 0.0013862469713325338 0.0012047667014206159 0.0014363981456091432
leaf_count=458 60 349 422 234 95 285 656 562
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internal_weight=0 0.00989401 0.00868304 0.0073286 0.00626311 0.00506387 0.00367762 0.00247285
internal_count=3121 3061 2712 2254 2020 1598 1313 657
is_linear=0
shrinkage=0.00196078


Tree=5707
num_leaves=9
num_cat=0
split_feature=159 2 16 43 15 0 43 15
split_gain=4.06134e-05 4.56455e-05 5.0441e-05 4.82086e-05 7.21584e-05 9.5558e-05 6.8179e-05 4.43171e-05
threshold=-1.0000000180025095e-35 0.088225000000000012 -0.088394999999999987 0.016310000000000002 -0.031204999999999997 -0.18113999999999997 -0.053764999999999993 -0.016799999999999995
decision_type=2 2 2 2 2 2 2 2
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leaf_count=509 369 88 293 274 203 528 278 579
internal_value=0 3.69263e-05 -0.000140606 0.000140277 3.93036e-05 0.000269361 -0.000226507 1.82764e-05
internal_weight=0 0.00956461 0.00351929 0.00604532 0.00453668 0.0024319 0.00210479 0.00241361
internal_count=3121 2612 1241 1371 1097 616 481 872
is_linear=0
shrinkage=0.00196078


Tree=5708
num_leaves=9
num_cat=0
split_feature=48 48 1 4 4 0 2 42
split_gain=5.19046e-05 0.000102881 6.31417e-05 6.93424e-05 8.48418e-05 8.28643e-05 5.91528e-05 6.92136e-05
threshold=0.12474000000000002 0.092475000000000016 0.111945 -0.0016099999999999997 -0.059649999999999988 -0.10224499999999999 0.098260000000000014 0.081660000000000024
decision_type=2 2 2 2 2 2 2 2
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right_child=-2 -3 -4 5 -6 -7 -8 -9
leaf_value=-0.00065708118552080424 -0.0004353411566437982 0.00053438769734462615 0.00026759327555009337 -0.00069489927735905284 0.00052140551857301749 -1.0260317260452384e-06 0.00021356666468441782 3.0484777935779063e-05
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leaf_count=535 102 263 374 214 600 363 182 488
internal_value=0 3.19289e-05 -4.27232e-05 -0.000127931 1.96214e-05 -0.000378766 -0.000123712 -0.000314857
internal_weight=0 0.0105451 0.00918104 0.00720317 0.0045353 0.00266787 0.00352764 0.0022516
internal_count=3121 3019 2756 2382 1805 577 1205 1023
is_linear=0
shrinkage=0.00196078


Tree=5709
num_leaves=9
num_cat=0
split_feature=14 15 0 52 52 49 15 3
split_gain=4.32381e-05 7.78601e-05 5.0936e-05 8.43413e-05 9.34879e-05 4.11239e-05 8.63929e-05 0.000171409
threshold=-1.0000000180025095e-35 -0.10653 0.15398500000000004 0.10160000000000001 0.0031350000000000002 -0.081404999999999991 -0.016799999999999995 -0.059315
decision_type=2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 5 -3 -7 -8
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leaf_value=-0.00038533167284679753 0.00044378366638223602 0.00022519393259717849 0.00037525537202212221 -0.00060214786723801895 0.00050996832119259126 -0.00050598180729207864 -0.00049860975888819611 0.00058064593567036939
leaf_weight=0.0010108533407425209 0.0015531256000527105 0.0010907590526336814 0.0010294025245461509 0.0010607036569873019 0.0011179364767233265 0.0019381973575538398 0.0010971697089461646 0.001168163887993227
leaf_count=161 388 174 55 456 517 610 615 145
internal_value=0 4.00899e-05 -3.36531e-05 -8.99806e-05 -5.25839e-06 -0.000114053 -0.000202083 5.79297e-05
internal_weight=0 0.0100555 0.00850233 0.00747293 0.00641223 0.00529429 0.00420353 0.00226533
internal_count=3121 2960 2572 2517 2061 1544 1370 760
is_linear=0
shrinkage=0.00196078


Tree=5710
num_leaves=7
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split_feature=47 16 4 4 0 13
split_gain=1.68027e-05 4.9515e-05 4.23091e-05 4.0567e-05 3.64498e-05 2.96775e-05
threshold=0.12209500000000001 -0.48836499999999994 0.055260000000000011 0.0061450000000000003 -0.084269999999999984 -0.0034749999999999994
decision_type=2 2 2 2 2 2
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right_child=-2 2 -4 -5 5 -7
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leaf_weight=0.0013691559465188836 0.001010611134593037 0.0013888107031777598 0.0015802877031485156 0.0010823511654553791 0.0018146243785179894 0.001474485320265226
leaf_count=251 97 903 407 167 821 475
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internal_weight=0 0.00870972 0.00734056 0.00576027 0.00467792 0.00328911
internal_count=3121 3024 2773 2366 2199 1296
is_linear=0
shrinkage=0.1


Tree=5711
num_leaves=9
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split_feature=159 1 0 12 3 2 12 12
split_gain=6.26167e-05 4.84051e-05 3.94513e-05 0.000100512 5.25916e-05 6.84663e-05 5.02571e-05 4.94721e-05
threshold=-0.029685 0.13146500000000003 0.15398500000000004 0.092355000000000007 0.11924500000000002 0.088225000000000012 0.081420000000000006 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 7 -7 -2
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leaf_value=-0.00047554520677101786 0.00016394799006510616 0.00044814341209542427 0.00035733081081679651 -0.0004512425599789788 -0.00033056622847103383 0.00010767848036673376 0.00061555966279081833 -0.00042813041912872617
leaf_weight=0.0010002299765080368 0.0011452766206194408 0.0010004730720127733 0.0010200064545020657 0.0018655250148478892 0.0010606024125921765 0.0016398394920239757 0.0013790445831034488 0.0010310294912198542
leaf_count=425 162 216 49 702 87 314 350 816
internal_value=0 3.86758e-05 -6.13845e-06 -5.17888e-05 6.73314e-05 0.000148562 0.000339682 -0.00011655
internal_weight=0 0.0101418 0.00914132 0.00812132 0.00625579 0.00519519 0.00301888 0.00217631
internal_count=3121 2696 2480 2431 1729 1642 664 978
is_linear=0
shrinkage=0.00196078


Tree=5712
num_leaves=8
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split_feature=50 484 42 15 0 4 2
split_gain=1.49447e-05 2.89257e-05 2.6937e-05 4.49766e-05 7.0211e-05 7.288e-05 5.42328e-05
threshold=0.079410000000000008 0.084040000000000017 0.091295000000000015 -0.10653 -0.019414999999999998 0.055260000000000011 0.089885000000000007
decision_type=2 2 2 2 2 2 2
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right_child=-2 -3 -4 4 -6 -7 -8
leaf_value=0.013590158274515332 -0.010960055144895245 0.01725080799211812 0.010680893725281382 -0.022312044166828197 0.010669417551735172 -0.038198156617779679 0.0079706271277181408
leaf_weight=0.0011836980159780916 0.0011165032567006647 0.0010083691441896908 0.0016161805402650263 0.0011189320694512846 0.0014005122755605627 0.0010265129237041056 0.0012543515751979517
leaf_count=283 609 322 509 681 184 208 325
internal_value=0 0.00133683 -0.000774593 -0.00386853 -0.00817363 -0.0159358 -0.00630674
internal_weight=0 0.00860856 0.00760019 0.00598401 0.00480031 0.0033998 0.00237328
internal_count=3121 2512 2190 1681 1398 1214 1006
is_linear=0
shrinkage=0.1


Tree=5713
num_leaves=7
num_cat=0
split_feature=11 13 39 0 151 4
split_gain=1.5977e-05 2.18599e-05 4.58431e-05 4.49075e-05 5.76999e-05 3.56101e-05
threshold=0.078065000000000009 -0.094514999999999988 0.0046100000000000004 -0.053834999999999994 -0.0083949999999999979 0.053180000000000012
decision_type=2 2 2 2 2 2
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right_child=-2 2 -4 -5 5 -7
leaf_value=0.010903639469142287 -0.011911602542611636 -0.021443776148265026 0.018241623177287693 -0.022085609552891048 -0.0033503570523733986 0.016659534085325348
leaf_weight=0.001868025824067962 0.0010196633607757995 0.0010061109611570296 0.0010197733274783507 0.0011879903034536284 0.001977367219102277 0.0016163800215777207
leaf_count=332 211 334 309 262 1436 237
internal_value=0 0.00132112 -0.00130835 -0.0047529 -0.000276436 0.0056496
internal_weight=0 0.00867565 0.00680762 0.00578785 0.00459986 0.00359375
internal_count=3121 2910 2578 2269 2007 1673
is_linear=0
shrinkage=0.1


Tree=5714
num_leaves=7
num_cat=0
split_feature=15 151 49 0 52 3
split_gain=1.5739e-05 2.79009e-05 3.99799e-05 5.00205e-05 5.83486e-05 1.76517e-05
threshold=-0.11713499999999999 -0.077429999999999985 -0.054319999999999993 -0.10011499999999998 0.083680000000000018 -0.079724999999999976
decision_type=2 2 2 2 2 2
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leaf_count=484 390 198 228 1050 479 292
internal_value=0 0.00181108 -0.0004763 0.0031044 -0.00304453 0.00885673
internal_weight=0 0.00795493 0.00692229 0.00566474 0.00396639 0.00202075
internal_count=3121 2637 2247 2049 1821 771
is_linear=0
shrinkage=0.1


Tree=5715
num_leaves=8
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split_feature=52 160 15 13 52 2 4
split_gain=1.48864e-05 4.14071e-05 3.43234e-05 5.55779e-05 3.39879e-05 2.78002e-05 2.72233e-05
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decision_type=2 2 2 2 2 2 2
left_child=4 2 -2 6 -1 -5 -4
right_child=1 -3 3 5 -6 -7 -8
leaf_value=-0.0057968944653247539 -0.012178668306964678 -0.020711946393213373 0.0037250411618436133 0.020679649839987765 0.019721385249207433 0.00023481508759140573 -0.019411345130551837
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leaf_count=385 371 216 378 504 386 197 684
internal_value=0 -0.00212176 0.000822947 0.00486594 0.00741214 0.013643 -0.0078472
internal_weight=0 0.00756395 0.00652965 0.00498081 0.00209036 0.00294654 0.00203427
internal_count=3121 2350 2134 1763 771 701 1062
is_linear=0
shrinkage=0.1


Tree=5716
num_leaves=9
num_cat=0
split_feature=159 2 151 15 43 43 3 43
split_gain=4.56254e-05 5.62253e-05 5.8161e-05 0.000119442 0.0001128 0.000104722 5.61083e-05 2.31032e-05
threshold=-1.0000000180025095e-35 0.088225000000000012 -0.044604999999999992 -0.074054999999999996 0.016310000000000002 -0.081154999999999991 -0.078934999999999991 -0.0030899999999999994
decision_type=2 2 2 2 2 2 2 2
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leaf_weight=0.0010643638605339041 0.0015524617082555703 0.0010820099445920306 0.0015796017397285106 0.0010080949553503077 0.0014324456103893949 0.0011803080285504308 0.0010117657852691353 0.0010234761467022989
leaf_count=509 870 270 424 175 163 339 206 165
internal_value=0 3.38994e-05 0.000145734 0.000231789 3.55178e-05 -0.00024448 -0.000161936 5.2224e-05
internal_weight=0 0.00987016 0.00628246 0.00520045 0.00362085 0.0021884 0.0035877 0.00203524
internal_count=3121 2612 1371 1101 677 514 1241 371
is_linear=0
shrinkage=0.00196078


Tree=5717
num_leaves=9
num_cat=0
split_feature=15 15 48 52 43 43 3 16
split_gain=5.61016e-05 6.14279e-05 3.5336e-05 4.43197e-05 4.5738e-05 0.000113087 5.50762e-05 5.43453e-05
threshold=-0.24436499999999997 -0.11033999999999998 0.092475000000000016 -0.088204999999999992 -0.014584999999999999 -0.15582499999999996 -0.078724999999999976 -0.0092699999999999987
decision_type=2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 5 -5 -6 -8
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leaf_weight=0.0010135989766596474 0.0011340126402909741 0.0015412819818255317 0.0012935403201123361 0.0011183008514454619 0.0010717713411232586 0.0010119464716384918 0.0016940090257622125 0.0010221989749580342
leaf_count=253 256 545 223 143 502 833 291 75
internal_value=0 -4.86779e-05 6.95198e-06 -4.49273e-05 3.22019e-05 -0.000197657 0.000161468 1.29502e-05
internal_weight=0 0.00988706 0.00875305 0.00745951 0.00591823 0.00213025 0.00378798 0.00271621
internal_count=3121 2868 2612 2389 1844 976 868 366
is_linear=0
shrinkage=0.00196078


Tree=5718
num_leaves=7
num_cat=0
split_feature=42 160 49 52 1 4
split_gain=1.46919e-05 3.46014e-05 4.9873e-05 4.73625e-05 3.26136e-05 3.98238e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.081404999999999991 0.077655000000000016 0.11061500000000002 0.053180000000000012
decision_type=2 2 2 2 2 2
left_child=-1 -2 -3 4 5 -4
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leaf_value=-0.0086814521067777404 -0.010348061102915553 0.025536926668794237 -0.01112832488170298 0.014585539100173099 -0.019400698239254499 0.015379107618617422
leaf_weight=0.001641211392110326 0.0018380506219410299 0.0010157089499656735 0.0012054717561119648 0.0017684175894725753 0.001137924939200769 0.0010697115619868912
leaf_count=862 828 151 566 322 247 145
internal_value=0 0.00170136 0.00527513 0.00130331 -0.00557855 0.00133454
internal_weight=0 0.00803529 0.00619723 0.00518153 0.00341311 0.00227518
internal_count=3121 2259 1431 1280 958 711
is_linear=0
shrinkage=0.1


Tree=5719
num_leaves=9
num_cat=0
split_feature=48 48 2 52 12 16 16 1
split_gain=5.18526e-05 8.41243e-05 5.36163e-05 5.03544e-05 9.14251e-05 5.1562e-05 4.81137e-05 3.0221e-05
threshold=0.11951500000000001 0.092475000000000016 0.11293500000000002 0.10160000000000001 0.095110000000000014 0.033715000000000009 -0.094359999999999986 0.08844500000000001
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 -1 -8
right_child=-2 -3 -4 -5 -6 -7 7 -9
leaf_value=-0.00030984842900916293 -0.00043294426944884095 0.00051791202788171726 0.00031542367766225992 -0.00045539871695867497 0.00044411997683024666 -0.00047778531610905662 -8.8888623002127595e-05 0.00037643210071621635
leaf_weight=0.0013877740579092616 0.0010130537037340891 0.0012075386358538767 0.0014178492526975908 0.001274510161959958 0.001258332097805839 0.0013308291040632506 0.0010102608302255639 0.0011445759235245998
leaf_count=286 114 251 388 440 364 285 760 233
internal_value=0 3.25236e-05 -3.38994e-05 -0.000100773 -2.70632e-05 -0.000148724 -2.51072e-05 0.000158274
internal_weight=0 0.0100317 0.00882413 0.00740628 0.00613177 0.00487344 0.00354261 0.00215484
internal_count=3121 3007 2756 2368 1928 1564 1279 993
is_linear=0
shrinkage=0.00196078


Tree=5720
num_leaves=7
num_cat=0
split_feature=1 457 12 16 2 3
split_gain=1.65107e-05 3.31594e-05 3.57351e-05 5.67274e-05 4.69985e-05 0.000102189
threshold=0.13146500000000003 0.080930000000000016 0.090020000000000017 0.051380000000000002 0.088225000000000012 0.088060000000000013
decision_type=2 2 2 2 2 2
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leaf_weight=0.001371159025295705 0.0010829491462951415 0.0011569783437793595 0.0015219382071173491 0.0013551692483841401 0.0017785496758582027 0.0014132326934588046
leaf_count=926 234 243 731 356 487 144
internal_value=0 -0.00152691 -0.00397599 -0.0127038 0.00152721 0.00817913
internal_weight=0 0.00859703 0.00744005 0.00287711 0.00456294 0.00319178
internal_count=3121 2887 2644 1087 1557 631
is_linear=0
shrinkage=0.1


Tree=5721
num_leaves=8
num_cat=0
split_feature=1 43 15 47 48 160 47
split_gain=1.54561e-05 4.37774e-05 3.27873e-05 5.99715e-05 5.27371e-05 4.12031e-05 3.99836e-05
threshold=0.077565000000000009 0.016310000000000002 0.035560000000000008 0.087235000000000021 0.086035000000000014 -0.013084999999999998 0.11069000000000002
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 4 5 -2 -5
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leaf_value=-0.015950961972106815 0.010477044616988083 0.0076863955256521888 -0.013629033568033784 -0.020410673994867928 -0.003481369821226374 0.03860336296081246 0.0059969822929964792
leaf_weight=0.001814838055569345 0.0010792239584579539 0.0013787939509421704 0.0010267891455937863 0.0010802993315747343 0.001043882073154416 0.0010066593954784248 0.0012218149106686144
leaf_count=1333 246 303 400 150 169 373 147
internal_value=0 -0.00574595 0.00275859 0.00585634 0.014868 0.024051 -0.00639518
internal_weight=0 0.00319363 0.00645867 0.00543188 0.00312977 0.00208588 0.00230211
internal_count=3121 1636 1485 1085 788 619 297
is_linear=0
shrinkage=0.1


Tree=5722
num_leaves=9
num_cat=0
split_feature=159 2 151 15 43 43 12 15
split_gain=4.71497e-05 4.29318e-05 4.69355e-05 0.000107879 0.000113787 8.59611e-05 3.95288e-05 4.90014e-05
threshold=-1.0000000180025095e-35 0.088225000000000012 -0.044604999999999992 -0.074054999999999996 0.016310000000000002 -0.08076499999999999 0.095330000000000012 -0.016799999999999995
decision_type=2 2 2 2 2 2 2 2
left_child=-1 6 -3 -4 5 -5 7 -2
right_child=1 2 3 4 -6 -7 -8 -9
leaf_value=-0.00039209715618821801 -0.00056797018558063864 -0.00023828913785683669 0.00064950381062268698 0.00016692871747623513 0.00045471548154800358 -0.00061607062114494291 0.00018948475386877263 -2.0239446375431095e-05
leaf_weight=0.0010823227147678189 0.0011298650708721908 0.0010592986512692757 0.0015401082652590132 0.0010016430208880365 0.0014522828720448079 0.0011672519129243154 0.0010445775947659323 0.0014136482422540146
leaf_count=509 370 270 424 179 163 335 170 701
internal_value=0 3.91435e-05 0.000137665 0.000214825 2.9954e-05 -0.000254464 -0.00013166 -0.000263549
internal_weight=0 0.00980868 0.00622058 0.00516129 0.00362118 0.00216889 0.00358809 0.00254351
internal_count=3121 2612 1371 1101 677 514 1241 1071
is_linear=0
shrinkage=0.00196078


Tree=5723
num_leaves=9
num_cat=0
split_feature=15 15 4 0 42 15 15 16
split_gain=5.10773e-05 3.79297e-05 3.75307e-05 4.94779e-05 6.34343e-05 8.76825e-05 9.57966e-05 8.14279e-05
threshold=-0.24436499999999997 -0.11033999999999998 -0.49405499999999997 -0.019414999999999998 0.091295000000000015 0.035560000000000008 -0.015744999999999999 -0.071854999999999988
decision_type=2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 5 6 7 -4
right_child=1 2 3 -5 -6 -7 -8 -9
leaf_value=0.00041613140078663509 -0.0003851424015984549 -0.0003575727268972187 0.0002087542048494198 0.00037657531699361759 0.0003744960472910632 -0.00051488239905229287 0.00055484007463021522 -0.0004910077007690101
leaf_weight=0.0010022197803952531 0.0011380717334871808 0.00102268470866593 0.0012179168646717846 0.001393852322768575 0.0011990867533555293 0.0015562703214272557 0.001008197436377541 0.0013458256332476402
leaf_count=253 256 156 284 149 525 814 252 432
internal_value=0 -4.84252e-05 -4.59911e-06 4.21531e-05 -3.15174e-05 -0.000126452 4.27843e-05 -0.000158583
internal_weight=0 0.00988191 0.00874383 0.00772115 0.0063273 0.00512821 0.00357194 0.00256374
internal_count=3121 2868 2612 2456 2307 1782 968 716
is_linear=0
shrinkage=0.00196078


Tree=5724
num_leaves=9
num_cat=0
split_feature=48 48 1 15 2 15 4 3
split_gain=5.88544e-05 8.3883e-05 6.16131e-05 5.84025e-05 6.29436e-05 5.32444e-05 0.000107135 3.93346e-05
threshold=0.11951500000000001 0.092475000000000016 0.111945 -0.0063699999999999989 0.08622500000000001 0.088655000000000025 -0.084369999999999987 -0.087909999999999988
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 6 7 -5
right_child=-2 -3 -4 5 -6 -7 -8 -9
leaf_value=-3.2091239693446902e-05 -0.00046082388420958621 0.00051702909131800525 0.00027272965569805302 -0.00039442638630535155 -0.00067985808658684141 -0.00034336207111409264 0.00059381470909327164 0.00014449545699965225
leaf_weight=0.0010882498830984571 0.0010271821791511581 0.0012058397006907825 0.0019541208216219842 0.0010817151889839906 0.001226989959194695 0.0012178390286181487 0.001234356057944982 0.001003959941060341
leaf_count=290 114 251 374 298 696 640 287 171
internal_value=0 3.2011e-05 -3.43951e-05 -0.00012197 -0.000375383 7.32275e-06 0.000135959 -0.000135011
internal_weight=0 0.0100131 0.00880723 0.00685311 0.00231524 0.00453787 0.00332003 0.00208568
internal_count=3121 3007 2756 2382 986 1396 756 469
is_linear=0
shrinkage=0.00196078


Tree=5725
num_leaves=8
num_cat=0
split_feature=47 4 4 2 48 52 16
split_gain=1.46283e-05 5.5563e-05 4.41517e-05 3.82501e-05 6.02316e-05 5.43179e-05 5.99842e-05
threshold=0.12209500000000001 0.24564500000000003 0.055260000000000011 0.10912000000000001 0.083985000000000018 0.090245000000000006 -0.056919999999999991
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 -1
right_child=-2 -3 -4 -5 -6 -7 -8
leaf_value=0.014737984252297743 -0.011448465126655991 0.016872488425179865 -0.021472577792332026 0.017543940908279723 0.01564521969800222 -0.027177875235245383 -0.017774118337650299
leaf_weight=0.0011779202816278966 0.0010112658798435105 0.0018054405927801142 0.0010731917180002541 0.0010842228478988147 0.0012393275582016816 0.0012064388238668382 0.0010950034479934668
leaf_count=643 97 401 242 279 355 453 651
internal_value=0 0.00125993 -0.00283941 0.000606609 -0.00328512 -0.010028 -0.000925042
internal_weight=0 0.00868155 0.0068761 0.00580291 0.00471869 0.00347936 0.00227292
internal_count=3121 3024 2623 2381 2102 1747 1294
is_linear=0
shrinkage=0.1


Tree=5726
num_leaves=10
num_cat=0
split_feature=15 15 52 43 16 15 51 16 16
split_gain=6.54623e-05 6.41572e-05 4.08751e-05 5.64439e-05 4.83173e-05 5.63593e-05 8.81913e-05 6.87307e-05 3.99026e-05
threshold=-0.24436499999999997 -0.11033999999999998 -0.26636999999999994 -0.17390999999999998 0.15891500000000003 -0.0063699999999999989 0.082455000000000014 -0.014034999999999997 -0.23935499999999996
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 -4 5 6 -5 8 -7
right_child=1 2 3 4 -6 7 -8 -9 -10
leaf_value=0.00046840078129946816 -0.00048613869205463674 -0.00035817196810720455 0.00042297736897375753 -0.00050718981268195159 -0.00040919456879949333 0.00028490546567714546 0.0002492513594844526 0.00061341570179928619 -0.00026684964825443786
leaf_weight=0.0010340143820024945 0.0011473199576536993 0.0010447141841996932 0.001329573310647909 0.0013430228861371243 0.0010335600471524506 0.001006588080264641 0.0010604540373721542 0.0011263197437350308 0.0010091257922871908
leaf_count=253 256 339 171 567 125 88 207 279 836
internal_value=0 -4.95947e-05 6.34587e-06 5.44979e-05 -1.99687e-05 5.25744e-05 -0.000173435 0.000225459 8.68059e-06
internal_weight=0 0.0101007 0.00895336 0.00790864 0.00657907 0.00554551 0.00240348 0.00314203 0.00201571
internal_count=3121 2868 2612 2273 2102 1977 774 1203 924
is_linear=0
shrinkage=0.00196078


Tree=5727
num_leaves=9
num_cat=0
split_feature=159 2 151 15 43 43 16 15
split_gain=6.1711e-05 5.21941e-05 8.95287e-05 0.000125996 0.000106442 0.000116637 7.28822e-05 2.74452e-05
threshold=-0.029685 0.088225000000000012 -0.044604999999999992 -0.074054999999999996 0.016310000000000002 -0.084999999999999978 -0.088394999999999987 -0.016799999999999995
decision_type=2 2 2 2 2 2 2 2
left_child=-1 6 -3 -4 5 -5 -2 -8
right_child=1 2 3 4 -6 -7 7 -9
leaf_value=-0.00045737457844025671 -0.00054009428988738902 -0.00035420001616849931 0.00070977948115573094 0.00029035754598881962 0.00046852464416214843 -0.00060230674965590597 -0.00018031841485492822 0.00022065829108689714
leaf_weight=0.0010462222267261035 0.0011975232450312776 0.0011226049272818218 0.0016296313440745669 0.0010076407374563789 0.0014687544544163857 0.001274616150503057 0.0011810528655078613 0.0014770109363314585
leaf_count=425 379 272 429 161 163 364 301 627
internal_value=0 4.23059e-05 0.000149474 0.000254559 5.67884e-05 -0.000208186 -0.000138455 4.2493e-05
internal_weight=0 0.0103588 0.00650325 0.00538064 0.00375101 0.00228226 0.00385559 0.00265806
internal_count=3121 2696 1389 1117 688 525 1307 928
is_linear=0
shrinkage=0.00196078


Tree=5728
num_leaves=9
num_cat=0
split_feature=15 15 48 15 3 3 12 52
split_gain=5.75723e-05 5.31338e-05 4.88272e-05 5.5994e-05 0.000168005 0.000115071 4.07849e-05 5.46948e-05
threshold=-0.24436499999999997 -0.11033999999999998 0.092475000000000016 -0.016799999999999995 0.10542000000000001 0.0022600000000000003 0.092355000000000007 0.0031350000000000002
decision_type=2 2 2 2 2 2 2 2
left_child=-1 -2 3 5 6 -3 7 -5
right_child=1 2 -4 4 -6 -7 -8 -9
leaf_value=0.00043760013313345712 -0.00044478212997888747 8.1528595473213161e-05 0.0003431211869936294 -0.00024678925543388333 0.00071816092243520734 -0.00077964143982481619 -0.00047445880285003833 0.0002774136087157569
leaf_weight=0.0010144414096619351 0.0011729940299381207 0.0013140959896714615 0.0013472636530986017 0.0017796459172918682 0.0011394129329826488 0.0010925106359334358 0.0010112616987155176 0.0013425675946108742
leaf_count=253 256 677 223 532 74 99 482 525
internal_value=0 -5.21928e-05 -1.17723e-06 -6.15797e-05 5.15332e-05 -0.000309411 -0.000132226 -2.13794e-05
internal_weight=0 0.0101998 0.00902676 0.00767949 0.00527289 0.00240661 0.00413348 0.00312221
internal_count=3121 2868 2612 2389 1613 776 1539 1057
is_linear=0
shrinkage=0.00196078


Tree=5729
num_leaves=8
num_cat=0
split_feature=48 48 51 1 15 15 4
split_gain=5.23186e-05 9.27561e-05 4.7076e-05 6.20495e-05 7.80833e-05 4.12806e-05 0.000107208
threshold=0.11951500000000001 0.092475000000000016 0.084305000000000019 0.111945 -0.0063699999999999989 0.088655000000000025 -0.084369999999999987
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 4 -1 6 -6
right_child=-2 -3 -4 -5 5 -7 -8
leaf_value=-0.0004393806800095817 -0.00043009056983988876 0.00054252654311569564 -0.00041013987426431449 0.00034246282184028471 -0.00010739920173754015 -0.00025177051404457075 0.00064411546047577265
leaf_weight=0.0016547920915428666 0.0010359333040119894 0.0012069390786183095 0.0011333395152772407 0.0017487792039055892 0.001898726291676931 0.0011650229027522349 0.001185472400028641
leaf_count=842 114 251 335 327 413 573 266
internal_value=0 3.28345e-05 -3.71812e-05 1.80521e-05 -7.80389e-05 6.268e-05 0.00018146
internal_weight=0 0.00999307 0.00878613 0.00765279 0.00590401 0.00424922 0.0030842
internal_count=3121 3007 2756 2421 2094 1252 679
is_linear=0
shrinkage=0.00196078


Tree=5730
num_leaves=7
num_cat=0
split_feature=11 48 2 52 15 3
split_gain=1.53603e-05 2.3469e-05 6.05073e-05 4.76222e-05 7.41675e-05 6.67001e-05
threshold=0.076920000000000002 0.091545000000000015 0.11293500000000002 0.090245000000000006 -0.016799999999999995 -0.059315
decision_type=2 2 2 2 2 2
left_child=1 2 3 4 -1 -6
right_child=-2 -3 -4 -5 5 -7
leaf_value=-0.014372909359411391 -0.011430579324846703 0.011404712097635919 0.020700250155314057 -0.020381661065944696 -0.0025576081834254353 0.031543186989931492
leaf_weight=0.0019400605945269211 0.0010618947078990361 0.0018208811969809367 0.0010529232397107806 0.001547504347944987 0.0013375549331499882 0.0010042291018615337
leaf_count=672 226 354 353 544 836 136
internal_value=0 0.00130907 -0.00136199 -0.00534697 8.67219e-05 0.0120659
internal_weight=0 0.00870315 0.00688227 0.00582935 0.00428184 0.00234178
internal_count=3121 2895 2541 2188 1644 972
is_linear=0
shrinkage=0.1


Tree=5731
num_leaves=9
num_cat=0
split_feature=48 48 51 1 15 4 15 43
split_gain=7.83729e-05 0.000121655 6.39038e-05 8.56731e-05 7.91108e-05 4.10002e-05 7.97971e-05 2.10865e-05
threshold=0.11951500000000001 0.092475000000000016 0.084305000000000019 0.111945 -0.0063699999999999989 -0.35136499999999998 0.024640000000000006 -0.0017249999999999998
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 -6 -7 -8
right_child=-2 -3 -4 -5 5 6 7 -9
leaf_value=-0.00043730323621737481 -0.00050637315700535626 0.00061382546043351903 -0.00044741559029882783 0.0004075118104492085 -0.00022609213360866133 0.00061992237308358721 0.00016072589090280581 -0.00023793778369985094
leaf_weight=0.0016776937080446881 0.0010600347924116524 0.001302590261020216 0.0012048477570781547 0.0018445728557034188 0.0013261056578932895 0.001068106565713268 0.0010052888905923195 0.0010355387849200239
leaf_count=842 114 251 335 327 144 107 670 331
internal_value=0 5.3133e-05 -2.65811e-05 3.71391e-05 -7.46242e-05 6.25706e-05 0.000185699 -4.15605e-05
internal_weight=0 0.0104647 0.00916215 0.00795731 0.00611273 0.00443504 0.00310893 0.00204083
internal_count=3121 3007 2756 2421 2094 1252 1108 1001
is_linear=0
shrinkage=0.00196078


Tree=5732
num_leaves=8
num_cat=0
split_feature=47 47 43 16 15 1 15
split_gain=1.51996e-05 4.7937e-05 3.69459e-05 7.62847e-05 6.07934e-05 8.34467e-05 3.852e-05
threshold=0.12431000000000002 0.09550500000000002 -0.17390999999999998 0.15891500000000003 -0.0063699999999999989 0.094385000000000011 0.035560000000000008
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 4 5 -4 -6
right_child=-2 -3 3 -5 6 -7 -8
leaf_value=0.015775469087441089 -0.011713506990306665 0.021163731445661832 -0.029888866412337334 -0.027762707526151405 0.026003284802459378 0.0053952710233942927 0.0017352303326787968
leaf_weight=0.0010687071174809324 0.0010049619746898214 0.0010642412156275285 0.0011863696303559598 0.0011429775644486049 0.0010648539493581621 0.0015407661710917764 0.0016954324139965395
leaf_count=188 91 223 647 363 157 405 1047
internal_value=0 0.00127072 -0.00147907 -0.00426021 0.000635139 -0.00995418 0.0110973
internal_weight=0 0.00876335 0.00769911 0.0066304 0.00548742 0.00272714 0.00276029
internal_count=3121 3030 2807 2619 2256 1052 1204
is_linear=0
shrinkage=0.1


Tree=5733
num_leaves=10
num_cat=0
split_feature=48 16 15 2 133 49 16 13 2
split_gain=5.7931e-05 9.22928e-05 6.46901e-05 7.27264e-05 9.18031e-05 7.18807e-05 6.37884e-05 4.57781e-05 4.87659e-05
threshold=0.11951500000000001 -0.48836499999999994 -0.14147499999999996 0.10882500000000002 0.090665000000000009 -0.061079999999999988 -0.091354999999999978 -0.033284999999999988 0.081135000000000013
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 -4 -7 -8 -9
right_child=-2 2 3 -5 -6 6 7 8 -10
leaf_value=0.00050526290916526209 -0.0004552395006579241 -0.00048709145063998989 -0.00040146777774766604 0.00049614850574928443 -0.00057671881618934001 -0.00027828157547424612 5.7412917824411174e-06 0.00018434150333927356 0.0007766631105827421
leaf_weight=0.0013982910006646735 0.0010094094358914412 0.0010773018369804252 0.0010967741962206751 0.0010865078793996265 0.0010718417544775391 0.0010055357289487261 0.0014030691289737239 0.0011433694630552636 0.00100333705619972
leaf_count=244 114 298 206 328 432 289 625 142 443
internal_value=0 3.70033e-05 -3.66671e-05 2.54604e-05 -5.05972e-05 4.91746e-05 0.000157675 0.000281167 0.000461183
internal_weight=0 0.010286 0.00888774 0.00781044 0.00672393 0.00565209 0.00455531 0.00354978 0.00214671
internal_count=3121 3007 2763 2465 2137 1705 1499 1210 585
is_linear=0
shrinkage=0.00196078


Tree=5734
num_leaves=7
num_cat=0
split_feature=16 1 15 43 16 48
split_gain=1.65618e-05 4.0391e-05 5.4434e-05 3.78291e-05 4.94005e-05 6.27969e-05
threshold=0.38525000000000004 0.077565000000000009 0.035560000000000008 -0.04890499999999999 -0.056919999999999991 0.086035000000000014
decision_type=2 2 2 2 2 2
left_child=1 2 -1 -3 5 -5
right_child=-2 3 -4 4 -6 -7
leaf_value=-0.025224600234225077 0.010029648321920728 0.015945335579946523 0.003360552403031067 0.020073508728087414 -0.018259294978466168 -0.010007630273429291
leaf_weight=0.0014266886394977757 0.0013933231869341966 0.0016196337702857593 0.0012497201725477601 0.0014222644237258421 0.0012942287661364396 0.0013552892075692768
leaf_count=733 311 539 778 381 250 129
internal_value=0 -0.00174566 -0.0118771 0.00301867 -0.00212317 0.00539561
internal_weight=0 0.00836782 0.00267641 0.00569142 0.00407178 0.00277755
internal_count=3121 2810 1511 1299 760 510
is_linear=0
shrinkage=0.1


Tree=5735
num_leaves=8
num_cat=0
split_feature=0 15 47 4 48 12 4
split_gain=1.70577e-05 4.28024e-05 3.22459e-05 4.58268e-05 4.44281e-05 3.93535e-05 2.25803e-05
threshold=-0.062294999999999996 -1.0000000180025095e-35 0.087235000000000021 -0.04890499999999999 0.085875000000000021 0.083370000000000014 -0.42529999999999996
decision_type=2 2 2 2 2 2 2
left_child=2 -2 3 -1 5 -5 -3
right_child=1 6 -4 4 -6 -7 -8
leaf_value=-0.014966626536295644 0.022450671443017892 -0.012712915198802958 -0.014721183553997314 0.026707176925755433 -0.0092317683917015215 0.00061386116015542088 0.0074516061848781392
leaf_weight=0.0012749555101386669 0.0010508867531773092 0.0010482149047939485 0.0017305315266798659 0.001293328644552935 0.0011123449230751835 0.0010450217037743118 0.0011810333316141538
leaf_count=1018 275 177 304 318 264 622 143
internal_value=0 0.00581313 -0.00304259 0.00123411 0.00721992 0.0150459 -0.00202995
internal_weight=0 0.00328013 0.00645618 0.00472565 0.0034507 0.00233835 0.00222925
internal_count=3121 595 2526 2222 1204 940 320
is_linear=0
shrinkage=0.1


Tree=5736
num_leaves=8
num_cat=0
split_feature=48 48 1 15 42 4 2
split_gain=6.26161e-05 0.000114587 5.8776e-05 7.65308e-05 6.91317e-05 6.60981e-05 6.01183e-05
threshold=0.11951500000000001 0.092475000000000016 0.111945 -0.0063699999999999989 0.086325000000000013 -0.084369999999999987 0.08622500000000001
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 6 5 -5 -1
right_child=-2 -3 -4 4 -6 -7 -8
leaf_value=-8.0554837942797372e-05 -0.00046675609825969425 0.00059119647305694322 0.0002583333963655372 -0.00010241849155188891 -0.00035870863932105997 0.00045530706101332282 -0.00070807183833302778
leaf_weight=0.0011132779561416359 0.0010347829335825591 0.0012672190231129499 0.0019866191871005445 0.0016372115133699691 0.001299954274407765 0.001630690584648534 0.0012415912347786288
leaf_count=290 114 251 374 456 545 395 696
internal_value=0 3.95074e-05 -3.8962e-05 -0.000124277 2.37484e-05 0.000175888 -0.00041141
internal_weight=0 0.0101766 0.00890934 0.00692273 0.00456786 0.0032679 0.00235487
internal_count=3121 3007 2756 2382 1396 851 986
is_linear=0
shrinkage=0.00196078


Tree=5737
num_leaves=10
num_cat=0
split_feature=0 52 16 0 49 43 1 2 0
split_gain=5.93662e-05 6.78414e-05 7.71148e-05 7.48599e-05 4.74206e-05 6.37406e-05 0.000121505 4.76563e-05 3.30474e-05
threshold=0.15398500000000004 0.15915500000000002 0.26676500000000009 -0.077999999999999986 -0.080089999999999981 -0.0037449999999999996 0.10612500000000001 0.088475000000000012 -0.043914999999999989
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 -6 7 -7 -5
right_child=-2 -3 -4 8 5 6 -8 -9 -10
leaf_value=0.00031845414068261397 0.00044692911366366652 -0.00053207854028325104 -0.00049276121575426372 0.00062745310494663768 -0.00054028699332884318 2.5607998889431684e-06 -0.00045856823760173328 0.00058142498375520889 0.00014111974163316424
leaf_weight=0.0011158943341675548 0.0010222587332574589 0.0010059192939499842 0.0010570437960421468 0.0010713276669687432 0.0011161873832815231 0.0011248360280620862 0.0013824205988648836 0.0010640431630989742 0.0010774529929148831
leaf_count=153 60 360 356 396 992 283 149 152 220
internal_value=0 -4.9119e-05 4.80562e-06 7.09449e-05 -4.48175e-05 -0.000131297 -3.47e-06 0.000283954 0.000383593
internal_weight=0 0.0100151 0.00900921 0.00795216 0.00580338 0.00468749 0.0035713 0.00218888 0.00214878
internal_count=3121 3061 2701 2345 1729 1576 584 435 616
is_linear=0
shrinkage=0.00196078


Tree=5738
num_leaves=8
num_cat=0
split_feature=159 2 151 15 43 43 43
split_gain=4.79715e-05 4.24412e-05 5.26582e-05 9.83868e-05 0.000105039 9.40407e-05 4.2447e-05
threshold=-1.0000000180025095e-35 0.088225000000000012 -0.044604999999999992 -0.074054999999999996 0.016310000000000002 -0.053764999999999993 -0.074359999999999996
decision_type=2 2 2 2 2 2 2
left_child=-1 6 -3 -4 5 -5 -2
right_child=1 2 3 4 -6 -7 -8
leaf_value=-0.00040550416255971721 8.1704407573591714e-05 -0.00026606534759993745 0.00063739604656885298 0.00019905475769885645 0.00045367081455967241 -0.00062081807076446208 -0.00034899045413978652
leaf_weight=0.0010663472037826692 0.001718709350506695 0.0010596573634240091 0.001492376197534158 0.0010180208966727238 0.0014121632055799404 0.0011404265846712976 0.001802344774377304
leaf_count=509 514 270 424 230 163 284 727
internal_value=0 3.27699e-05 0.000131414 0.000214604 3.78932e-05 -0.000234129 -0.000138758
internal_weight=0 0.0096437 0.00612264 0.00506299 0.00357061 0.00215845 0.00352105
internal_count=3121 2612 1371 1101 677 514 1241
is_linear=0
shrinkage=0.00196078


Tree=5739
num_leaves=8
num_cat=0
split_feature=0 16 0 160 151 2 43
split_gain=5.08215e-05 6.24957e-05 4.37064e-05 4.29567e-05 5.30071e-05 0.000128383 4.56705e-05
threshold=0.15398500000000004 0.26799500000000004 -0.060129999999999996 -1.0000000180025095e-35 -0.0083949999999999979 0.092235000000000025 -0.0030899999999999994
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 -1 -5 6 -6
right_child=-2 -3 -4 4 5 -7 -8
leaf_value=-0.0003437076312790328 0.00041233974957576659 -0.00046802350794011263 0.00030309738162430638 -0.0003392054516300788 0.00011675433105313955 0.00053127876767430329 -0.00039706182163463586
leaf_weight=0.0015384129608834243 0.001033578337703245 0.0011806374700227629 0.0016221405162406477 0.0012036522894810133 0.0012898348615811787 0.0017862760496628882 0.001373126382545725
leaf_count=794 60 349 316 287 592 385 338
internal_value=0 -4.43824e-05 1.23681e-05 -5.32117e-05 2.58457e-05 0.000124603 -0.000148189
internal_weight=0 0.00999408 0.00881344 0.0071913 0.00565289 0.00444924 0.00266296
internal_count=3121 3061 2712 2396 1602 1315 930
is_linear=0
shrinkage=0.00196078


Tree=5740
num_leaves=10
num_cat=0
split_feature=0 52 16 0 49 2 42 0 1
split_gain=7.654e-05 6.38358e-05 8.50778e-05 7.0537e-05 5.65766e-05 5.40752e-05 0.000136848 8.22913e-05 3.91137e-05
threshold=0.15398500000000004 0.15915500000000002 0.26676500000000009 -0.077999999999999986 -0.047584999999999995 0.11215000000000001 0.084050000000000014 -0.13027499999999997 0.078340000000000007
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 6 7 -6 -5
right_child=-2 -3 -4 8 5 -7 -8 -9 -10
leaf_value=0.00025828750707549732 0.00050234876318607023 -0.00051737696291288577 -0.00051271047242441403 8.1492953294308521e-05 0.00065311836743679752 -0.00053502688421399193 -0.00060720069017731657 -0.00012349462875493278 0.0006039449535826365
leaf_weight=0.0016892557326800006 0.0010419929486752801 0.0010341013459714389 0.0011122394542275793 0.0010195022404872575 0.001026190403847911 0.0011230263703843404 0.0010635155171565321 0.0010731439418552144 0.0011986900626375081
leaf_count=246 60 360 356 241 130 141 568 644 375
internal_value=0 -5.52106e-05 -3.85129e-06 6.52261e-05 -4.56235e-05 -0.000165409 -3.41689e-05 0.000256127 0.000363821
internal_weight=0 0.0103397 0.00930556 0.00819332 0.00597513 0.00428588 0.00316285 0.00209933 0.00221819
internal_count=3121 3061 2701 2345 1729 1483 1342 774 616
is_linear=0
shrinkage=0.00196078


Tree=5741
num_leaves=10
num_cat=0
split_feature=159 1 0 12 3 16 1 12 0
split_gain=5.48635e-05 8.03376e-05 5.95186e-05 0.000122892 4.42607e-05 4.67768e-05 5.06899e-05 7.63523e-05 3.11692e-05
threshold=-0.029685 0.13146500000000003 0.15398500000000004 0.092355000000000007 0.11924500000000002 -0.092484999999999984 0.090540000000000023 0.088105000000000003 -0.15202999999999997
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 8 7 -7 -2
right_child=1 -3 -4 -5 -6 6 -8 -9 -10
leaf_value=-0.00044085304531622652 0.00013383061415200609 0.00054296443559928825 0.00040863690739894465 -0.00050903195261504312 -0.00030593609397531156 -0.00028530950366968455 0.00059566215259961269 0.00047108879885023253 -0.00033479845198734981
leaf_weight=0.0010292444898226697 0.001101134279655921 0.0010693544143557084 0.0010857226291284576 0.0019636302212560691 0.0011122619145821078 0.0010437470493273003 0.0011861640177575784 0.0010091355914726933 0.0010816999460153322
leaf_count=425 101 216 49 702 87 697 260 297 287
internal_value=0 3.32141e-05 -2.36653e-05 -7.88987e-05 5.03643e-05 0.000123457 0.000272968 8.65132e-05 -9.83978e-05
internal_weight=0 0.0106529 0.0095835 0.00849777 0.00653414 0.00542188 0.00323905 0.00205288 0.00218283
internal_count=3121 2696 2480 2431 1729 1642 1254 994 388
is_linear=0
shrinkage=0.00196078


Tree=5742
num_leaves=8
num_cat=0
split_feature=13 3 16 52 1 16 4
split_gain=1.92726e-05 3.87945e-05 4.64226e-05 0.000107715 4.49462e-05 7.30761e-05 4.51581e-05
threshold=-0.23438999999999996 0.10893000000000001 0.23311500000000004 0.090245000000000006 0.10337500000000001 -0.056919999999999991 -0.0024449999999999997
decision_type=2 2 2 2 2 2 2
left_child=-1 2 3 4 5 6 -2
right_child=1 -3 -4 -5 -6 -7 -8
leaf_value=0.011832051128104558 0.022816663705710408 -0.017464417058675168 0.019063942464767562 -0.027365549743877834 0.020338510912013164 -0.022784853397546968 -0.0047776001665771096
leaf_weight=0.0011942857621950924 0.0011421601138911464 0.0013253655646311494 0.0012056012515681818 0.0013483899461549939 0.0013197146784789103 0.0010899836346479103 0.0012335945152586248
leaf_count=169 637 111 397 666 272 629 240
internal_value=0 -0.00171845 0.00112497 -0.00240092 0.00463333 -0.00134703 0.00848853
internal_weight=0 0.00866481 0.00733944 0.00613384 0.00478545 0.00346574 0.00237575
internal_count=3121 2952 2841 2444 1778 1506 877
is_linear=0
shrinkage=0.1


Tree=5743
num_leaves=8
num_cat=0
split_feature=43 1 16 0 2 151 0
split_gain=1.94982e-05 3.19753e-05 7.03435e-05 7.8312e-05 3.86328e-05 9.63241e-05 2.71469e-05
threshold=-0.27207999999999993 0.12500000000000003 0.15891500000000003 -0.077999999999999986 0.088475000000000012 -0.0083949999999999979 -0.10474999999999998
decision_type=2 2 2 2 2 2 2
left_child=-1 2 3 4 6 -6 -2
right_child=1 -3 -4 -5 5 -7 -8
leaf_value=-0.013296291164032574 -0.0015993424364820633 0.017903118794968892 -0.022932484398151123 0.022580469164316868 -0.020505705239654851 0.017711169600230527 -0.024574111138384244
leaf_weight=0.0010010437256310805 0.0010043382197020803 0.0010395435226449668 0.0012095398232917602 0.0015964211960749399 0.0010069127827318411 0.0019115642536503925 0.001054070557073624
leaf_count=144 135 274 419 559 195 472 923
internal_value=0 0.00143053 -0.000769687 0.00330844 -0.00287339 0.00452585 -0.0133643
internal_weight=0 0.00882239 0.00778285 0.00657331 0.00497689 0.00291848 0.00205841
internal_count=3121 2977 2703 2284 1725 667 1058
is_linear=0
shrinkage=0.1


Tree=5744
num_leaves=8
num_cat=0
split_feature=42 43 42 0 2 4 52
split_gain=1.9227e-05 3.58049e-05 5.23835e-05 4.45488e-05 4.06128e-05 5.82728e-05 5.79948e-05
threshold=-1.0000000180025095e-35 -0.074359999999999996 0.082250000000000004 -0.074229999999999977 0.10613000000000002 0.033845000000000007 -0.0027449999999999996
decision_type=2 2 2 2 2 2 2
left_child=-1 3 4 -2 6 -6 -3
right_child=1 2 -4 -5 5 -7 -8
leaf_value=-0.0098644476456087853 -0.00019447926439315803 -0.0057871136663443261 -0.021216487278587805 0.028421172528916128 0.0095746655025563364 -0.022731509079364848 0.024622693997087268
leaf_weight=0.0016618533861071033 0.0011926489256109693 0.0011246821895064679 0.0011540233575099311 0.0010003614504077317 0.0010687504336805709 0.0011690893706071577 0.0014176118726481066
leaf_count=862 655 177 726 248 151 135 167
internal_value=0 0.00194037 -0.00209462 0.0128588 0.0025218 -0.00730268 0.0111697
internal_weight=0 0.00812717 0.00593416 0.00219301 0.00478013 0.00223784 0.00254229
internal_count=3121 2259 1356 903 630 286 344
is_linear=0
shrinkage=0.1


Tree=5745
num_leaves=8
num_cat=0
split_feature=47 51 47 151 12 1 42
split_gain=1.74957e-05 4.46663e-05 6.48706e-05 5.23445e-05 5.81209e-05 8.66203e-05 5.79158e-05
threshold=0.12431000000000002 -0.076794999999999988 0.09550500000000002 -0.024429999999999997 0.088305000000000008 0.094385000000000011 0.08623500000000002
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 -3 5 -5 -6
right_child=-2 2 -4 4 6 -7 -8
leaf_value=-0.017341498133504971 -0.012584285466207483 0.020727007089372029 0.027841303116272538 -0.027333535832702489 -0.0048320243812068966 0.0092599771438226057 0.024560817189184798
leaf_weight=0.0011131042092175315 0.0010004999620103821 0.001075141343697416 0.0010002574131053408 0.0017317908295022399 0.0016991657159310561 0.0010325369968309799 0.0011071854095734491
leaf_count=517 91 353 184 729 489 258 500
internal_value=0 0.00137436 0.00409899 0.000525553 -0.00337333 -0.0136651 0.00676429
internal_weight=0 0.00875918 0.00764608 0.00664582 0.00557068 0.00276433 0.00280635
internal_count=3121 3030 2513 2329 1976 987 989
is_linear=0
shrinkage=0.1


Tree=5746
num_leaves=8
num_cat=0
split_feature=0 403 42 160 52 49 4
split_gain=1.70087e-05 4.26854e-05 7.91409e-05 5.41148e-05 6.788e-05 6.30637e-05 4.54478e-05
threshold=0.13134000000000004 0.017340000000000005 -1.0000000180025095e-35 -1.0000000180025095e-35 0.077655000000000016 -0.043469999999999995 0.09173000000000002
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 -4 5 -5 -7
right_child=-2 -3 3 4 -6 6 -8
leaf_value=-0.029931441597353271 0.011110727425455973 0.01769082896214684 -0.016023286861478171 0.015814304445499583 0.026897053751988656 -0.027095457295147469 0.00077174051929672306
leaf_weight=0.0010320489491748739 0.001197171693542263 0.0010093556594646972 0.0016084348307732936 0.0013737978294690828 0.0011072477419205896 0.0010171533616866214 0.0013781787084434258
leaf_count=670 84 377 763 236 253 540 198
internal_value=0 -0.00161808 -0.00421085 -0.000117458 0.00512895 -0.0012658 -0.0110618
internal_weight=0 0.00852622 0.00751686 0.00648481 0.00487638 0.00376913 0.00239533
internal_count=3121 3037 2660 1990 1227 974 738
is_linear=0
shrinkage=0.1


Tree=5747
num_leaves=7
num_cat=0
split_feature=11 13 15 49 3 12
split_gain=1.60874e-05 2.63031e-05 4.74123e-05 4.82511e-05 5.96332e-05 5.82134e-05
threshold=0.078065000000000009 -0.094514999999999988 0.088655000000000025 -0.006494999999999999 0.095270000000000007 0.084100000000000022
decision_type=2 2 2 2 2 2
left_child=1 -1 3 -3 5 -5
right_child=-2 2 -4 4 -6 -7
leaf_value=0.011810977315517404 -0.01199916992234241 -0.012998956760551742 -0.021243052058617803 0.028453272036563629 -0.010748085946763387 0.00029331132127301908
leaf_weight=0.0018801615568658833 0.0010088663858065583 0.0015647505849789578 0.0010364513545453287 0.001574962824310887 0.001248092748195595 0.0013750150249275325
leaf_count=332 211 435 618 394 113 1018
internal_value=0 0.00134232 -0.00155251 0.00198886 0.00757528 0.0153276
internal_weight=0 0.00867943 0.00679927 0.00576282 0.00419807 0.00294998
internal_count=3121 2910 2578 1960 1525 1412
is_linear=0
shrinkage=0.1


Tree=5748
num_leaves=8
num_cat=0
split_feature=159 2 43 151 15 43 43
split_gain=4.86351e-05 5.54894e-05 6.22127e-05 5.84658e-05 0.00011793 0.000112277 8.36308e-05
threshold=-1.0000000180025095e-35 0.088225000000000012 -0.074359999999999996 -0.044604999999999992 -0.074054999999999996 0.016310000000000002 -0.053764999999999993
decision_type=2 2 2 2 2 2 2
left_child=-1 2 -2 -3 -5 6 -6
right_child=1 3 -4 4 5 -7 -8
leaf_value=-0.00040622004482274713 0.00011201623337083739 -0.00027003045144016719 -0.00040988161806841997 0.0006930300980671736 0.00016602354413893682 0.00047147768988828825 -0.00061063045279856744
leaf_weight=0.0010502550000632766 0.0016960480686046969 0.0010514725178082628 0.0018209821210962854 0.0015296552414581564 0.0010157363114251311 0.0014085146147549102 0.0011217350114097607
leaf_count=509 514 270 727 424 230 163 284
internal_value=0 3.8108e-05 -0.000158202 0.000150792 0.00023797 4.16679e-05 -0.000241561
internal_weight=0 0.00964414 0.00351703 0.00612711 0.00507564 0.00354599 0.00213747
internal_count=3121 2612 1241 1371 1101 677 514
is_linear=0
shrinkage=0.00196078


Tree=5749
num_leaves=8
num_cat=0
split_feature=457 1 403 12 1 16 2
split_gain=1.67104e-05 3.44795e-05 3.166e-05 6.33169e-05 8.00028e-05 5.69143e-05 4.4986e-05
threshold=0.045365000000000009 0.13146500000000003 0.03138500000000001 0.084100000000000022 0.086560000000000012 -0.073849999999999985 0.092635000000000009
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 4 -1 -6 -5
right_child=-2 -3 -4 6 5 -7 -8
leaf_value=0.02621697396871548 0.010769960579341341 0.01556218836463074 0.011365136417537794 -0.028411273533405581 -0.024026032622351118 0.0081672295801444288 -0.0041355396334003735
leaf_weight=0.0010162472325181836 0.0012449418992649267 0.0010236885254029339 0.0011335452510476277 0.0016341282919491965 0.0010838700646611291 0.0011131209516564715 0.0014325790964594765
leaf_count=292 289 219 321 1105 165 166 564
internal_value=0 -0.00164101 -0.0040165 -0.00679293 0.00301657 -0.00771509 -0.0170711
internal_weight=0 0.00843718 0.00741349 0.00627995 0.00321324 0.00219699 0.00306671
internal_count=3121 2832 2613 2292 623 331 1669
is_linear=0
shrinkage=0.1


Tree=5750
num_leaves=9
num_cat=0
split_feature=4 43 13 151 49 0 0 3
split_gain=3.54263e-05 7.09827e-05 5.37179e-05 5.19865e-05 7.1117e-05 9.57292e-05 7.79016e-05 5.94062e-05
threshold=-0.49013999999999996 -0.24021999999999996 0.0061450000000000003 -0.044604999999999992 -0.054319999999999993 -0.16360999999999995 -0.10224499999999999 -0.074479999999999977
decision_type=2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 -5 -6 -7 -8
right_child=1 2 -4 4 5 6 7 -9
leaf_value=-0.00035946289948026545 -0.00045084808515957812 -0.00032516537687372985 0.00048967367893280802 -0.00033939258325321969 0.0007248991132184692 -0.00038051268675864491 -5.759347946480298e-05 0.00049891662302817849
leaf_weight=0.0010212032635421057 0.0010758459170332703 0.0013446697700505916 0.0010922106714004775 0.0011568541350440373 0.0010558754225635974 0.0011104343383435298 0.0014334236084136357 0.0015189416381342646
leaf_count=169 156 426 310 153 92 210 1171 434
internal_value=0 2.43204e-05 8.29962e-05 2.47068e-05 9.96745e-05 0.000198907 6.22071e-05 0.000228721
internal_weight=0 0.00978826 0.00871241 0.0076202 0.00627553 0.00511868 0.0040628 0.00295237
internal_count=3121 2952 2796 2486 2060 1907 1815 1605
is_linear=0
shrinkage=0.00196078


Tree=5751
num_leaves=9
num_cat=0
split_feature=159 13 13 16 4 2 2 4
split_gain=8.38106e-05 3.86139e-05 5.14613e-05 4.81719e-05 8.8871e-05 4.97937e-05 0.000125643 4.74731e-05
threshold=-0.029685 0.19762500000000002 0.016935000000000002 0.22339500000000004 -0.083854999999999985 0.089775000000000008 0.11215000000000001 0.033845000000000007
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 7 -7 -6
right_child=1 -3 -4 -5 5 6 -8 -9
leaf_value=-0.00054415389168857001 0.000590546856361075 -0.00030114138576467324 0.00047813858389129211 -0.00032836393922558047 -0.000528402904093183 0.00046912969957011309 -0.00029576481473182016 6.1704842664554783e-05
leaf_weight=0.0010116640505114715 0.0011645744726684788 0.0010870633237399863 0.001146460942726797 0.0011988777468759067 0.0010840711422230847 0.0019281433248232044 0.0014439631910572765 0.0010147656407868398
leaf_count=425 327 135 316 287 767 433 266 165
internal_value=0 4.78888e-05 9.01362e-05 3.33571e-05 9.87114e-05 -5.98335e-06 0.000141596 -0.000243092
internal_weight=0 0.0100679 0.00898086 0.0078344 0.00663552 0.00547094 0.00337211 0.00209884
internal_count=3121 2696 2561 2245 1958 1631 699 932
is_linear=0
shrinkage=0.00196078


Tree=5752
num_leaves=9
num_cat=0
split_feature=4 0 43 43 15 16 0 16
split_gain=4.68904e-05 9.33787e-05 5.60219e-05 5.99091e-05 5.18967e-05 7.46266e-05 5.81775e-05 5.60602e-05
threshold=-0.49405499999999997 -1.0000000180025095e-35 -0.24021999999999996 0.022390000000000004 -0.0063699999999999989 -0.056919999999999991 -0.23001499999999997 -0.0064149999999999997
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 6 -4 -6
right_child=1 -3 3 -5 7 -7 -8 -9
leaf_value=-0.00040456722641606829 -0.00045087534477762832 0.00054060879012664373 -0.00019950573350374908 -0.00042194230870116296 5.5499728348308665e-05 -0.00040076034793502682 0.00035136644263654865 0.0006649233910256011
leaf_weight=0.0010246827027184232 0.0010894689464436046 0.0012366074639538404 0.0012030835559783126 0.0010130644662908646 0.0013115733814639046 0.0014499675466246413 0.0019029027485403718 0.0010408935996825989
leaf_count=156 153 186 82 430 724 689 498 203
internal_value=0 3.53511e-05 -3.39873e-05 2.33487e-05 8.8647e-05 -3.34717e-05 0.00013799 0.000325151
internal_weight=0 0.0102476 0.00901095 0.00792149 0.00690842 0.00455595 0.00310599 0.00235247
internal_count=3121 2965 2779 2626 2196 1269 580 927
is_linear=0
shrinkage=0.00196078


Tree=5753
num_leaves=9
num_cat=0
split_feature=0 15 16 16 51 0 4 52
split_gain=7.12506e-05 6.17036e-05 5.88201e-05 6.71535e-05 7.20657e-05 0.00010959 7.66187e-05 4.06349e-05
threshold=0.15398500000000004 -0.24436499999999997 0.26799500000000004 -0.014034999999999997 0.081440000000000026 -0.11756999999999999 0.053180000000000012 -0.0064899999999999992
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 -3 -7 -5
right_child=-2 2 -4 7 -6 6 -8 -9
leaf_value=0.00039861466673640381 0.00047943824469315642 -0.00071966040342397565 -0.00052297544786336224 -1.4295285694020484e-06 0.00023235836710623563 -0.00037604113673463894 0.0002669530018416598 0.00052678096084950317
leaf_weight=0.0010334685112130928 0.0010578933941398404 0.0014700775802892617 0.0011426254014683191 0.0012307561301843678 0.0013626201281505988 0.0014522193013517541 0.001398752783688428 0.0010273453156199807
leaf_count=248 60 209 332 568 355 947 197 205
internal_value=0 -5.5369e-05 -0.000107016 -4.71692e-05 -0.000160817 -0.000284803 -6.05734e-05 0.000238885
internal_weight=0 0.0101179 0.0090844 0.00794177 0.00568367 0.00432105 0.00285097 0.0022581
internal_count=3121 3061 2813 2481 1708 1353 1144 773
is_linear=0
shrinkage=0.00196078


Tree=5754
num_leaves=9
num_cat=0
split_feature=48 50 4 13 15 15 4 4
split_gain=5.50841e-05 7.76574e-05 0.000102424 7.12181e-05 0.00010552 0.000124931 8.63618e-05 5.89498e-05
threshold=0.11951500000000001 0.079410000000000008 0.36766000000000004 -0.033284999999999988 0.035560000000000008 -0.037864999999999989 -0.15464999999999998 -0.080924999999999983
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 7 5 -5 -7 -1
right_child=-2 -3 -4 4 -6 6 -8 -9
leaf_value=0.00014864182225764593 -0.00043265132093821875 -0.00046061673704109982 0.00068244555068061857 -5.1887736558346372e-05 -0.00035463817630806667 0.00024702058481507324 0.0010467692529592895 -0.00041222459851162702
leaf_weight=0.0011285730584747358 0.0010522755303009708 0.0010738568345993521 0.0010201312532161317 0.0018365257783353245 0.0011513661062893497 0.0010299161056785272 0.0010467307015340696 0.001992492199896318
leaf_count=210 114 570 277 350 429 144 99 928
internal_value=0 3.83703e-05 9.65775e-05 2.35637e-05 0.000167139 0.000320661 0.000650133 -0.000209416
internal_weight=0 0.0102796 0.00920574 0.0081856 0.00506454 0.00391317 0.00207665 0.00312107
internal_count=3121 3007 2437 2160 1022 593 243 1138
is_linear=0
shrinkage=0.00196078


Tree=5755
num_leaves=9
num_cat=0
split_feature=15 15 4 0 42 49 15 15
split_gain=5.68191e-05 3.66031e-05 4.59341e-05 6.77883e-05 6.50696e-05 8.36103e-05 8.97649e-05 0.000120981
threshold=-0.24436499999999997 -0.11033999999999998 -0.49405499999999997 -0.019414999999999998 0.091295000000000015 -0.054319999999999993 -0.0088349999999999974 0.084050000000000014
decision_type=2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 5 -4 -7 -8
right_child=1 2 3 -5 -6 6 7 -9
leaf_value=0.00043448365279856162 -0.00036951613679381626 -0.00039282737843013835 -0.00053657000065810605 0.00043830292129771727 0.0003702770158912393 -0.00028900971814152765 0.00078479943724629828 -0.00017593859950609751
leaf_weight=0.0010556957257467402 0.0011711107096811198 0.0010195945039591795 0.0014193679515841959 0.001415447178233031 0.0012362880747487951 0.0018788906539057497 0.0010126726366401781 0.0010030725282749358
leaf_count=253 256 156 261 149 525 631 198 692
internal_value=0 -4.34648e-05 -9.68592e-07 4.91883e-05 -3.48951e-05 -0.000129157 1.9321e-05 0.000306718
internal_weight=0 0.0101564 0.00898533 0.00796574 0.00655029 0.005314 0.00389464 0.00201575
internal_count=3121 2868 2612 2456 2307 1782 1521 890
is_linear=0
shrinkage=0.00196078


Tree=5756
num_leaves=8
num_cat=0
split_feature=50 15 4 151 1 4 13
split_gain=1.45159e-05 3.31194e-05 4.21634e-05 3.77376e-05 5.91466e-05 5.44873e-05 3.16308e-05
threshold=0.079410000000000008 -0.15026499999999995 0.23246000000000003 -0.0071249999999999985 0.083835000000000007 0.053180000000000012 -0.017449999999999997
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 -3 6 -6 -5
right_child=-2 2 -4 4 5 -7 -8
leaf_value=0.01777276670170614 -0.010665249323473507 0.017436057529760525 -0.019283079620287875 -0.0028221623167461766 -0.031310443966756953 0.0013303534648927253 0.017140000629390448
leaf_weight=0.0010734698725051121 0.0011413200619685279 0.0012797040893195305 0.0010808951222013906 0.0016449209248876871 0.0010227056693102024 0.0010229557548520445 0.001534034077666406
leaf_count=318 609 355 169 717 380 76 497
internal_value=0 0.00133267 -0.000993954 0.00204535 -0.00172441 -0.0149881 0.00681076
internal_weight=0 0.00865869 0.00758522 0.00650432 0.00522462 0.00204566 0.00317896
internal_count=3121 2512 2194 2025 1670 456 1214
is_linear=0
shrinkage=0.1


Tree=5757
num_leaves=8
num_cat=0
split_feature=159 2 151 15 43 43 43
split_gain=4.74979e-05 4.32724e-05 5.12465e-05 0.000115241 0.000101109 8.86255e-05 4.58688e-05
threshold=-1.0000000180025095e-35 0.088225000000000012 -0.044604999999999992 -0.074054999999999996 0.016310000000000002 -0.081154999999999991 -0.074359999999999996
decision_type=2 2 2 2 2 2 2
left_child=-1 6 -3 -4 5 -5 -2
right_child=1 2 3 4 -6 -7 -8
leaf_value=-0.00040956382932539546 8.3091406883529535e-05 -0.00026487114774235927 0.0006533233749636963 0.00017383285296478597 0.00042161319999641325 -0.0006211071170480211 -0.0003631119238285847
leaf_weight=0.0010654251937564441 0.0017229557001827898 0.0010709252212134455 0.0015501022321422328 0.0010052195466027521 0.0014123023132455812 0.001163070719316569 0.0018228581810282615
leaf_count=509 514 270 424 175 163 339 727
internal_value=0 2.64804e-05 0.000125266 0.000206699 1.33481e-05 -0.000252573 -0.000146296
internal_weight=0 0.00974743 0.00620162 0.00513069 0.00358059 0.00216829 0.00354581
internal_count=3121 2612 1371 1101 677 514 1241
is_linear=0
shrinkage=0.00196078


Tree=5758
num_leaves=8
num_cat=0
split_feature=457 1 4 15 4 3 16
split_gain=1.43353e-05 3.49812e-05 4.95576e-05 4.98872e-05 4.68636e-05 2.34793e-05 1.94225e-05
threshold=0.045365000000000009 0.111945 -0.0029599999999999995 0.084050000000000014 -0.35136499999999998 0.10732000000000001 -0.083134999999999987
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 4 -1 -3 -4
right_child=-2 5 6 -5 -6 -7 -8
leaf_value=-0.0032654839634701617 0.0098665614910197555 0.016986323644882211 -0.024229147860338841 -0.016825215098200536 0.023774544522356361 -0.0025952490983555511 -0.0060850492213122033
leaf_weight=0.0013897443515669371 0.001263775864129772 0.0014014747185589357 0.0014212739504894905 0.0010303537632299653 0.0011895736371377776 0.0010874835859465098 0.0010086804383966951
leaf_count=181 289 290 347 955 608 164 287
internal_value=0 -0.00154575 -0.00565708 0.00177508 0.0092053 0.00843068 -0.0166975
internal_weight=0 0.00852858 0.00603963 0.00360967 0.00257932 0.00248896 0.00242995
internal_count=3121 2832 2378 1744 789 454 634
is_linear=0
shrinkage=0.1


Tree=5759
num_leaves=8
num_cat=0
split_feature=52 52 160 160 12 0 1
split_gain=1.54798e-05 3.98669e-05 3.58622e-05 3.58427e-05 6.34006e-05 5.60462e-05 3.2344e-05
threshold=-0.24456499999999998 -0.081429999999999989 0.050340000000000003 -0.079279999999999975 0.10124000000000001 -0.077999999999999986 0.10612500000000001
decision_type=2 2 2 2 2 2 2
left_child=-1 -2 3 -3 5 6 -5
right_child=1 2 -4 4 -6 -7 -8
leaf_value=-0.011844268215070087 0.018972160060968482 -0.013585668476454385 -0.018295316599768286 0.010743933145971468 -0.017593221287071893 0.026072576999680838 -0.011125411486032778
leaf_weight=0.0010014325168507436 0.0011120428859701572 0.0012760206779431323 0.0010673053720432011 0.0017068591073760835 0.0010010383006199882 0.0014849532983476897 0.0011200470205906172
leaf_count=364 407 588 216 795 218 373 160
internal_value=0 0.00127939 -0.00129043 0.00146411 0.00507867 0.0103422 0.00207909
internal_weight=0 0.00876827 0.00765622 0.00658892 0.0053129 0.00431186 0.00282691
internal_count=3121 2757 2350 2134 1546 1328 955
is_linear=0
shrinkage=0.1


Tree=5760
num_leaves=9
num_cat=0
split_feature=15 12 1 42 403 2 4 1
split_gain=7.73548e-05 4.62666e-05 8.64709e-05 7.69176e-05 7.91679e-05 7.82127e-05 6.85421e-05 8.20879e-05
threshold=-0.24436499999999997 -0.040564999999999997 0.12873500000000002 0.092145000000000019 0.03138500000000001 0.11144000000000001 -0.059649999999999988 0.086560000000000012
decision_type=2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 5 6 -3 -8
right_child=1 2 -4 -5 -6 -7 7 -9
leaf_value=0.00050950451608806826 -0.00042992295864788764 -0.00050178503688338755 0.00053025936071747362 -0.0005326663664404161 0.00050664964882596655 0.00038687748910665924 0.00038567625914166657 -0.00027587356102406455
leaf_weight=0.0010413659584158344 0.0011073712564608667 0.001737283515012678 0.0010276760635149285 0.0011956128657128204 0.0010327057573881627 0.0011081112857135207 0.0011976019669818331 0.0018125444941865399
leaf_count=253 247 760 79 500 251 173 597 261
internal_value=0 -5.14711e-05 -5.47591e-06 -7.35823e-05 6.10228e-06 -8.21762e-05 -0.000191659 -1.26726e-05
internal_weight=0 0.0102189 0.00911154 0.00808386 0.00688825 0.00585554 0.00474743 0.00301015
internal_count=3121 2868 2621 2542 2042 1791 1618 858
is_linear=0
shrinkage=0.00196078


Tree=5761
num_leaves=9
num_cat=0
split_feature=15 457 1 15 43 16 16 0
split_gain=6.75316e-05 5.52321e-05 7.29345e-05 5.54766e-05 6.83514e-05 8.92333e-05 9.57096e-05 0.00010945
threshold=-0.24436499999999997 0.088350000000000026 0.13146500000000003 -0.11033999999999998 -0.17390999999999998 0.15891500000000003 -0.0094449999999999968 -0.10224499999999999
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 -5 6 7 -6
right_child=1 -3 -4 4 5 -7 -8 -9
leaf_value=0.00046623271520963584 -0.00058353456368113142 0.00037275919343755115 0.00036913213382594088 0.00032290435744308132 -0.00062802853704239231 -0.00065658215670826828 0.00042800387100763997 7.5338095726791161e-05
leaf_weight=0.0010533301456538075 0.0010710092196387902 0.0010422820505717025 0.0011052631083502086 0.0011944177111622685 0.0014937885804795436 0.0012491840459622041 0.0011369466053824727 0.0019753599893122115
leaf_count=253 238 151 89 153 202 394 453 1188
internal_value=0 -5.50898e-05 -0.000103425 -0.000167742 -0.000104574 -0.000191775 -6.57182e-05 -0.000227526
internal_weight=0 0.0102683 0.00922597 0.00812071 0.0070497 0.00585528 0.0046061 0.00346915
internal_count=3121 2868 2717 2628 2390 2237 1843 1390
is_linear=0
shrinkage=0.00196078


Tree=5762
num_leaves=9
num_cat=0
split_feature=42 42 15 42 52 1 2 1
split_gain=6.58005e-05 9.24665e-05 7.07325e-05 4.86536e-05 6.37311e-05 8.35879e-05 0.000127129 4.40328e-05
threshold=0.10194000000000002 0.091295000000000015 0.084050000000000014 0.084050000000000014 0.11434500000000002 0.11181500000000001 0.089775000000000008 0.08864000000000001
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 -1 -8
right_child=-2 -3 -4 -5 -6 -7 7 -9
leaf_value=-0.00012410767156254229 -0.0004912673587670267 0.00055049562268971795 -0.00043062224931535815 -0.00036160302910795595 -0.00032127792836293044 -0.00018313111970434911 0.00035528956696836647 0.00086384409562051834
leaf_weight=0.001483506841141092 0.0010000014790248349 0.0011873840981370546 0.0014368654070960945 0.0010031644549948213 0.0011504387985101592 0.0016904940061960479 0.0013955439667863727 0.0012328365528469134
leaf_count=396 355 348 741 453 152 227 246 203
internal_value=0 3.49378e-05 -3.02358e-05 4.20748e-05 0.000100318 0.000183908 0.000334806 0.000593826
internal_weight=0 0.0105802 0.00939285 0.00795598 0.00695282 0.00580238 0.00411189 0.00262838
internal_count=3121 2766 2418 1677 1224 1072 845 449
is_linear=0
shrinkage=0.00196078


Tree=5763
num_leaves=10
num_cat=0
split_feature=15 1 47 52 13 1 0 16 52
split_gain=3.69658e-05 4.46102e-05 7.59381e-05 8.02763e-05 9.56787e-05 9.36784e-05 3.92179e-05 3.29732e-05 7.92164e-05
threshold=-0.24436499999999997 0.13146500000000003 0.096175000000000024 -0.088204999999999992 -0.086589999999999986 0.095285000000000022 -0.084269999999999984 -0.091114999999999988 0.0031350000000000002
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 6 7 -5 -6 -9
right_child=1 -3 -4 4 5 -7 -8 8 -10
leaf_value=0.00034550430485477923 -0.00047190684054692787 0.00032286385891561875 -0.0005797605121246462 -0.00054941023204110471 0.00033267208736350136 0.00072845529260708714 -1.3081151325986719e-05 -0.00047828432639811957 0.00025222697097599344
leaf_weight=0.0010363128238049238 0.0012862552223065638 0.0011365384673637105 0.0010699895538810794 0.0010582478584903999 0.0011845805367294549 0.0010745582569566398 0.0010386581562088566 0.0010199506733123904 0.0012957695018554021
leaf_count=253 562 101 237 338 252 208 97 484 589
internal_value=0 -4.32421e-05 -8.93312e-05 -2.33909e-05 6.30788e-05 0.00022205 -0.000283751 6.65881e-05 -6.95241e-05
internal_weight=0 0.0101645 0.00902801 0.00795802 0.00667176 0.00457486 0.00209691 0.0035003 0.00231572
internal_count=3121 2868 2767 2530 1968 1533 435 1325 1073
is_linear=0
shrinkage=0.00196078


Tree=5764
num_leaves=9
num_cat=0
split_feature=11 48 0 2 2 52 2 1
split_gain=4.86923e-05 5.93957e-05 0.000120802 5.70987e-05 4.2817e-05 6.64851e-05 6.8255e-05 5.95343e-05
threshold=0.079915000000000014 0.08955500000000001 -0.18113999999999997 0.11293500000000002 0.10097500000000002 -0.088204999999999992 0.09142500000000002 0.08844500000000001
decision_type=2 2 2 2 2 2 2 2
left_child=1 3 -3 4 5 -1 7 -7
right_child=-2 2 -4 -5 -6 6 -8 -9
leaf_value=-0.00045437124558005907 -0.00041779823116709744 -0.00018534184187035018 0.00073435398261633398 0.00034742326068908661 -0.00048507014265347116 -0.00039594453360640252 0.00050605495032196926 0.00014393713920692909
leaf_weight=0.0012346059547814967 0.0010339772137215155 0.001014122907081805 0.0011974423402452969 0.0011688307624204714 0.0010538771623873283 0.0013263338513974355 0.0010154670807008951 0.001925083486834408
leaf_count=350 199 55 357 345 217 879 256 463
internal_value=0 2.92993e-05 0.000312623 -5.18211e-05 -0.000123007 -5.36493e-05 6.2298e-05 -7.6294e-05
internal_weight=0 0.00993576 0.00221157 0.0077242 0.00655537 0.00550149 0.00426688 0.00325142
internal_count=3121 2922 412 2510 2165 1948 1598 1342
is_linear=0
shrinkage=0.00196078


Tree=5765
num_leaves=9
num_cat=0
split_feature=43 4 13 151 43 1 0 4
split_gain=2.06043e-05 3.74089e-05 9.24819e-05 4.56671e-05 5.5839e-05 4.86133e-05 6.55894e-05 0.0001599
threshold=-0.27207999999999993 -0.35136499999999998 0.016935000000000002 -0.044604999999999992 1.0000000180025095e-35 0.111945 -0.16360999999999995 -0.0029599999999999995
decision_type=2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 5 6 -5 -8
right_child=1 2 -4 4 -6 -7 7 -9
leaf_value=-0.013661198286004862 -0.013866751078652345 -0.017642792784522677 0.032268612104254801 0.02360478524848612 -0.017414510093006739 0.026944472586088716 0.018593105276035068 -0.035745673994736375
leaf_weight=0.0010040926566990309 0.0013510233303466995 0.0012168914747467605 0.001015726311735494 0.0010100983499946575 0.0010012698440146264 0.0010994906563758624 0.0011391005861571741 0.00103229942585027
leaf_count=144 225 427 278 95 452 242 915 343
internal_value=0 0.00145313 0.00420734 -0.000178248 0.00384512 0.00881748 0.00255299 -0.00723995
internal_weight=0 0.0088659 0.00751488 0.00649915 0.00528226 0.00428099 0.0031815 0.0021714
internal_count=3121 2977 2752 2474 2047 1595 1353 1258
is_linear=0
shrinkage=0.1


Tree=5766
num_leaves=8
num_cat=0
split_feature=3 12 43 43 52 2 0
split_gain=1.72198e-05 2.73084e-05 4.66581e-05 7.60016e-05 9.33872e-05 3.61908e-05 2.47555e-05
threshold=0.13524500000000003 0.092355000000000007 -0.092909999999999979 -0.063379999999999978 -0.0064899999999999992 0.080205000000000012 -0.10224499999999999
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 -4 -5 -3 -6
right_child=-2 5 3 4 6 -7 -8
leaf_value=-0.015758622294563328 0.010222388402213577 0.0014265439405204338 0.030322130209915345 -0.01981740203792377 0.00079945081744732494 -0.02539773433111929 0.020370738206877438
leaf_weight=0.0012696836113792343 0.001393303202460232 0.0010090965634431126 0.0010044857600361367 0.0015438375999623686 0.0012115782490032495 0.0010028037440238712 0.0013852210823347153
leaf_count=264 192 270 722 300 178 636 559
internal_value=0 -0.00177863 0.00140946 0.0056461 -0.000340111 -0.0119436 0.0112394
internal_weight=0 0.00842671 0.00641481 0.00514512 0.00414064 0.0020119 0.0025968
internal_count=3121 2929 2023 1759 1037 906 737
is_linear=0
shrinkage=0.1


Tree=5767
num_leaves=8
num_cat=0
split_feature=159 2 43 43 15 0 43
split_gain=3.77787e-05 4.49387e-05 4.42191e-05 4.31667e-05 8.97488e-05 6.09991e-05 5.67126e-05
threshold=-1.0000000180025095e-35 0.088225000000000012 -0.074359999999999996 0.016310000000000002 -0.074054999999999996 -0.20211999999999997 -0.084569999999999992
decision_type=2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 -3 -6
right_child=1 3 -4 -5 6 -7 -8
leaf_value=-0.00035691745437849896 8.7227182828100339e-05 -7.5500139431765632e-06 -0.00035369933235489644 0.00042384561808658534 0.0001436108124260718 0.00066153094870275591 -0.000460833709714418
leaf_weight=0.0010441654805875963 0.0016887229519230327 0.0010077050752105854 0.0018135463161404412 0.0015204605265524643 0.0010156902559216132 0.0010910974496153875 0.0014470479628219204
leaf_count=509 514 51 727 274 200 411 435
internal_value=0 3.58395e-05 -0.000141094 0.000137725 4.23546e-05 0.000340283 -0.000211547
internal_weight=0 0.00958427 0.00350227 0.006082 0.00456154 0.0020988 0.00246274
internal_count=3121 2612 1241 1371 1097 462 635
is_linear=0
shrinkage=0.00196078


Tree=5768
num_leaves=8
num_cat=0
split_feature=50 4 151 15 16 2 3
split_gain=1.74374e-05 3.55936e-05 4.88515e-05 4.3933e-05 4.92758e-05 7.33681e-05 7.51464e-05
threshold=0.079410000000000008 0.40473500000000007 -0.024429999999999997 -0.037864999999999989 0.38525000000000004 0.10097500000000002 -0.084074999999999997
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 -4 5 6 -5
right_child=-2 -3 3 4 -6 -7 -8
leaf_value=0.017183899587994336 -0.011708498965468415 0.018915393770173951 -0.01681767522694616 -0.01307226492379805 0.020605434974914131 -0.025610198470991642 0.023184372718773726
leaf_weight=0.0012501459665088229 0.0011377646546944778 0.0010293138202163623 0.0019773089937202854 0.0011074881907860859 0.0010028307577386051 0.0011180738721868703 0.0011815226377263196
leaf_count=381 609 279 611 490 115 158 478
internal_value=0 0.00145888 -0.00089379 -0.00443206 0.00112137 -0.00461351 0.00564239
internal_weight=0 0.00866668 0.00763737 0.00638722 0.00440992 0.00340708 0.00228901
internal_count=3121 2512 2233 1852 1241 1126 968
is_linear=0
shrinkage=0.1


Tree=5769
num_leaves=9
num_cat=0
split_feature=48 48 1 4 42 2 2 0
split_gain=5.76443e-05 8.46023e-05 6.31713e-05 3.97925e-05 5.75697e-05 7.31446e-05 0.000111543 5.07112e-05
threshold=0.11951500000000001 0.092475000000000016 0.111945 -0.0016099999999999997 0.086325000000000013 0.098260000000000014 0.086285000000000014 -0.10224499999999999
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 -1 -5
right_child=-2 -3 -4 7 -6 -7 -8 -9
leaf_value=0.00036932208911706236 -0.00045733068418291831 0.00051632651749364202 0.00027672218677525658 -0.00056293738336262887 -0.00037559588342664428 0.0005540836182008163 -0.00053410788887475269 -7.9797877455879401e-06
leaf_weight=0.0010576091090066806 0.0010095516408226935 0.0012284319002427461 0.0019722985945348822 0.0014169518618176481 0.00118295818158742 0.0010507255134623761 0.0010441890243983744 0.0011443063694639806
leaf_count=500 114 251 374 214 680 222 403 363
internal_value=0 3.40708e-05 -3.27255e-05 -0.00012122 -6.74334e-06 0.000131666 -7.95087e-05 -0.000314996
internal_weight=0 0.0100975 0.00886904 0.00689674 0.00433548 0.00315252 0.0021018 0.00256126
internal_count=3121 3007 2756 2382 1805 1125 903 577
is_linear=0
shrinkage=0.00196078


Tree=5770
num_leaves=8
num_cat=0
split_feature=159 2 151 15 43 43 43
split_gain=4.46874e-05 5.1706e-05 5.02874e-05 0.000123858 0.000112391 7.76025e-05 4.75519e-05
threshold=-1.0000000180025095e-35 0.088225000000000012 -0.044604999999999992 -0.074054999999999996 0.016310000000000002 -0.053764999999999993 -0.074359999999999996
decision_type=2 2 2 2 2 2 2
left_child=-1 6 -3 -4 5 -5 -2
right_child=1 2 3 4 -6 -7 -8
leaf_value=-0.0003901414932729586 7.7518200425717498e-05 -0.0002455463297352599 0.00068890759907684347 0.00013838667410720793 0.00045012630026401902 -0.00060796899966491927 -0.00037665759240462017
leaf_weight=0.0010623833654866176 0.0017293080195600983 0.001066204036567828 0.0015329664070329635 0.0010034193067531088 0.0014236954606862812 0.0011488184005144036 0.0018181084932995925
leaf_count=509 514 270 424 230 163 284 727
internal_value=0 3.34044e-05 0.000141783 0.000222617 2.27232e-05 -0.000260002 -0.000155254
internal_weight=0 0.00972252 0.0061751 0.0051089 0.00357593 0.00215224 0.00354742
internal_count=3121 2612 1371 1101 677 514 1241
is_linear=0
shrinkage=0.00196078


Tree=5771
num_leaves=8
num_cat=0
split_feature=159 1 2 160 3 2 16
split_gain=5.03072e-05 4.83055e-05 4.53943e-05 7.24214e-05 6.58488e-05 0.000115705 5.0001e-05
threshold=-1.0000000180025095e-35 0.13146500000000003 0.088225000000000012 0.088405000000000011 -0.091054999999999983 0.10613000000000002 -0.088394999999999987
decision_type=2 2 2 2 2 2 2
left_child=-1 2 6 4 -4 -6 -2
right_child=1 -3 3 -5 5 -7 -8
leaf_value=-0.00040649433809051698 -0.00054196348718942792 0.00044814839732096773 0.00035672161339441258 0.00054914193444106473 0.00020813876506030002 -0.00051443863360732067 -1.3113597855091198e-05
leaf_weight=0.0010743162446821301 0.0010705144019206431 0.001003054458991552 0.0013479967032425677 0.0010951610858143971 0.0016942568545689801 0.0017138700094102583 0.0019203148094547086
leaf_count=509 316 216 258 188 468 323 843
internal_value=0 4.03623e-05 -5.89722e-06 9.45464e-05 -1.01303e-05 -0.000155229 -0.000202406
internal_weight=0 0.00984517 0.00884211 0.00585128 0.00475612 0.00340813 0.00299083
internal_count=3121 2612 2396 1237 1049 791 1159
is_linear=0
shrinkage=0.00196078


Tree=5772
num_leaves=8
num_cat=0
split_feature=159 1 42 2 16 160 2
split_gain=4.41601e-05 4.55689e-05 6.66508e-05 5.61489e-05 8.37652e-05 7.98208e-05 0.000104654
threshold=-0.029685 0.12958500000000003 0.092620000000000022 0.089775000000000008 -0.084119999999999986 0.085045000000000023 0.10613000000000002
decision_type=2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 6 -5
right_child=1 -3 -4 5 -6 -7 -8
leaf_value=-0.00040351935287841667 -0.00059302791630142654 0.00039353128600417902 -0.00042320338210175907 0.00039850585467062486 8.6580835639568068e-05 0.00062279212443130732 -0.00029310974772143186
leaf_weight=0.0010030138734664013 0.0010819916623845825 0.0011597664538736596 0.0013377110241598496 0.0015966338222085188 0.0019610600434460186 0.0012007723555117738 0.0017777781919114531
leaf_count=425 417 230 442 355 770 181 301
internal_value=0 2.78216e-05 -1.95367e-05 5.13445e-05 -0.000155062 0.00018863 3.41345e-05
internal_weight=0 0.0101157 0.00895595 0.00761824 0.00304305 0.00457518 0.00337441
internal_count=3121 2696 2466 2024 1187 837 656
is_linear=0
shrinkage=0.00196078


Tree=5773
num_leaves=8
num_cat=0
split_feature=159 2 43 51 43 3 4
split_gain=5.19067e-05 4.82641e-05 5.52615e-05 5.17678e-05 6.12134e-05 6.77245e-05 6.63231e-05
threshold=-1.0000000180025095e-35 0.088225000000000012 -0.074359999999999996 0.078435000000000019 0.016310000000000002 0.11296500000000002 -0.026489999999999996
decision_type=2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 6 -3
right_child=1 3 -4 -5 -6 -7 -8
leaf_value=-0.00041340877698157493 0.00011102985716757114 -0.00022970756030445816 -0.00037568994738109085 0.00049109842398009542 0.00038426007839666626 -0.00049037761957151135 0.00043358147475304167
leaf_weight=0.0010767751149769718 0.0017326850432579262 0.0011705273866648611 0.0018592063664310187 0.001308677948343882 0.0014887513091437904 0.001109243822482342 0.0011480410650916383
leaf_count=509 514 302 727 242 243 111 473
internal_value=0 4.00926e-05 -0.000140902 0.000144524 5.22743e-05 -9.19123e-05 9.87205e-05
internal_weight=0 0.00981713 0.00359189 0.00622524 0.00491656 0.00342781 0.00231857
internal_count=3121 2612 1241 1371 1129 886 775
is_linear=0
shrinkage=0.00196078


Tree=5774
num_leaves=7
num_cat=0
split_feature=1 4 43 150 3 12
split_gain=1.55293e-05 4.6904e-05 4.67189e-05 2.67552e-05 6.04231e-05 5.61724e-05
threshold=0.090405000000000013 -0.15764999999999998 -0.014584999999999999 0.076925000000000007 0.10732000000000001 0.090840000000000018
decision_type=2 2 2 2 2 2
left_child=1 -1 -3 4 5 -2
right_child=3 2 -4 -5 -6 -7
leaf_value=0.0088397696514666991 0.022424773397304879 -0.027808832964765575 -0.0018386892814183768 0.017365480603486531 -0.016580612142743555 -0.0064290256598139002
leaf_weight=0.0017036621937036723 0.0014227847065841639 0.0011425207458338612 0.0017594034483273326 0.0011158868600540323 0.0014457558210090368 0.0012832476817626723
leaf_count=142 298 1048 810 260 179 384
internal_value=0 -0.00433108 -0.0120634 0.00361867 -7.60935e-05 0.0087418
internal_weight=0 0.00460559 0.00290192 0.00526768 0.00415179 0.00270603
internal_count=3121 2000 1858 1121 861 682
is_linear=0
shrinkage=0.1


Tree=5775
num_leaves=7
num_cat=0
split_feature=3 43 42 3 48 2
split_gain=1.64714e-05 3.1201e-05 3.62196e-05 3.78504e-05 4.14549e-05 5.15886e-05
threshold=0.13524500000000003 0.08845500000000002 -1.0000000180025095e-35 -0.10519499999999998 0.091545000000000015 0.084055000000000005
decision_type=2 2 2 2 2 2
left_child=1 2 -1 -4 5 -5
right_child=-2 -3 3 4 -6 -7
leaf_value=-0.014169988990509039 0.0099759150304321066 -0.017564764174944406 0.018169063465622901 0.0076713214508868427 0.015621701661428131 -0.017110779018186365
leaf_weight=0.001356484590104649 0.0013974106978206077 0.0010863555793370677 0.0014229760856079385 0.0015108580940438236 0.0011834169344133454 0.0018917704666077623
leaf_count=705 192 281 256 503 219 965
internal_value=0 -0.00174414 0.000589283 0.00392106 -0.000499865 -0.00610686
internal_weight=0 0.00845186 0.00736551 0.00600902 0.00458605 0.00340263
internal_count=3121 2929 2648 1943 1687 1468
is_linear=0
shrinkage=0.1


Tree=5776
num_leaves=10
num_cat=0
split_feature=4 43 48 2 2 43 16 4 15
split_gain=5.76795e-05 7.7547e-05 7.62064e-05 0.000115173 0.000124166 5.88718e-05 4.40967e-05 6.34203e-05 4.47855e-05
threshold=-0.49405499999999997 -0.24021999999999996 0.11951500000000001 0.099185000000000009 0.10882500000000002 0.022390000000000004 -0.078844999999999985 -0.0019149999999999998 -0.089024999999999979
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 5 -5 6 8 -8 -3
right_child=1 2 -4 4 -6 -7 7 -9 -10
leaf_value=-0.00044507632874288044 -0.00044904189533147754 8.0517792996077598e-06 -0.00040519178724225153 0.0010297615314982522 0.00017663858310479707 -0.00042989120321443899 -0.00043553936238889957 0.00023146355745094218 0.0005921028257704563
leaf_weight=0.0010520792285102941 0.0011245546041664866 0.0010108891229315521 0.0010328885591455008 0.0010087282909536253 0.001875216436867333 0.0010421647430195104 0.0010957931788739962 0.001096468712474743 0.0010082027230151973
leaf_count=156 156 213 109 224 491 315 776 187 494
internal_value=0 3.6922e-05 9.65154e-05 0.000160197 0.000475039 -1.26366e-05 9.06195e-05 -0.000101935 0.000299689
internal_weight=0 0.0102949 0.00917035 0.00813746 0.00288394 0.00525352 0.00421135 0.00219226 0.00201909
internal_count=3121 2965 2809 2700 715 1985 1670 963 707
is_linear=0
shrinkage=0.00196078


Tree=5777
num_leaves=8
num_cat=0
split_feature=50 4 151 12 16 4 12
split_gain=1.43906e-05 3.10219e-05 2.52763e-05 3.34621e-05 3.69124e-05 5.57003e-05 2.93066e-05
threshold=0.079410000000000008 0.36766000000000004 -0.024429999999999997 0.088485000000000022 -0.092484999999999984 0.0052350000000000009 0.095330000000000012
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 4 -4 -6 -5
right_child=-2 -3 3 6 5 -7 -8
leaf_value=0.012190274684053967 -0.010606309524732387 0.016343338167764947 -0.025334290043296973 0.016364806561466477 -0.019311842769043255 0.010568382442864486 -0.0045245925512007725
leaf_weight=0.0012081635823536514 0.0011473639671675121 0.0011854486658375357 0.0010856083495589725 0.0012102984346768261 0.0011615638509229573 0.0013476974161367756 0.0015089081591573659
leaf_count=363 609 303 203 456 634 89 464
internal_value=0 0.00130793 -0.00106154 -0.0035972 -0.00992861 -0.00326349 0.00477312
internal_weight=0 0.00870769 0.00752224 0.00631408 0.00359487 0.00250926 0.00271921
internal_count=3121 2512 2209 1846 926 723 920
is_linear=0
shrinkage=0.1


Tree=5778
num_leaves=9
num_cat=0
split_feature=48 48 1 4 0 52 2 0
split_gain=7.71644e-05 0.000110192 7.78048e-05 5.23286e-05 4.46689e-05 0.00010963 5.63456e-05 6.08386e-05
threshold=0.11951500000000001 0.092475000000000016 0.111945 0.11275500000000001 0.15398500000000004 0.091820000000000013 0.092365000000000017 -0.10011499999999998
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 4 -4 5 6 7 -1
right_child=-2 -3 3 -5 -6 -7 -8 -9
leaf_value=0.00030977626632385972 -0.00051790236136247129 0.00057709193661650089 -5.7548823088580498e-06 0.00061621260453246422 0.00024622718759786857 -0.00074391780756895981 -0.00039549483314258436 -0.00021196549350352412
leaf_weight=0.001827986939214018 0.0010610557444970742 0.0012752794874987651 0.001075802517618189 0.0010067719162514936 0.0010062966252357176 0.0011530304138882546 0.0014556845572176076 0.0016214429731633566
leaf_count=166 114 251 124 250 47 529 524 1116
internal_value=0 3.71345e-05 -3.81465e-05 0.000294921 -0.000136334 -0.000199879 -7.1994e-05 6.45257e-05
internal_weight=0 0.0104223 0.00914702 0.00208257 0.00706444 0.00605814 0.00490511 0.00344943
internal_count=3121 3007 2756 374 2382 2335 1806 1282
is_linear=0
shrinkage=0.00196078


Tree=5779
num_leaves=7
num_cat=0
split_feature=11 13 43 2 16 43
split_gain=1.48607e-05 2.79889e-05 3.8719e-05 6.70078e-05 5.06672e-05 4.20488e-05
threshold=0.078065000000000009 -0.094514999999999988 -0.074359999999999996 0.088225000000000012 -0.071854999999999988 -0.092909999999999979
decision_type=2 2 2 2 2 2
left_child=1 -1 5 -4 -5 -3
right_child=-2 2 3 4 -6 -7
leaf_value=0.011848153708336482 -0.011541379222105956 -0.0023601321024193881 -0.02744081036729756 0.010036945376666474 -0.017598818038659408 0.022997258318757065
leaf_weight=0.0019389033489529165 0.0010154555236284489 0.0016932880771989662 0.001229123637735753 0.0019008375122079083 0.0010190852143393296 0.0010654124701412158
leaf_count=332 211 386 739 337 373 743
internal_value=0 0.00123135 -0.00174863 -0.00785343 0.000391759 0.00743291
internal_weight=0 0.00884665 0.00690775 0.00414905 0.00291992 0.0027587
internal_count=3121 2910 2578 1449 710 1129
is_linear=0
shrinkage=0.1


Tree=5780
num_leaves=9
num_cat=0
split_feature=47 47 50 52 16 2 16 2
split_gain=7.83334e-05 6.8478e-05 4.20868e-05 4.7399e-05 5.85795e-05 7.51378e-05 0.000102429 4.95153e-05
threshold=0.13148500000000005 0.10254000000000001 0.079410000000000008 -0.088204999999999992 -0.010264999999999998 0.092365000000000017 -0.091114999999999988 0.10097500000000002
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 6 -5 -6
right_child=-2 -3 -4 4 7 -7 -8 -9
leaf_value=-0.00029087717562174044 -0.00053626878358359244 0.00052239946848572471 -0.00038943073776154317 0.0005478024039895224 0.00062972487100286035 -0.00032631940073741687 -0.00025708813121710607 6.8301344497640655e-05
leaf_weight=0.0014479414126988147 0.0010046287418619517 0.001009290114768171 0.0010284226710918264 0.0013721948825538102 0.0011906947804872124 0.0019180903438047706 0.0010913005648872072 0.0012257078193750211
leaf_count=534 65 187 548 300 315 515 520 137
internal_value=0 3.73728e-05 -1.54106e-05 3.12367e-05 9.98455e-05 -3.53248e-05 0.000191245 0.000344946
internal_weight=0 0.0102836 0.00927435 0.00824593 0.00679799 0.00438159 0.0024635 0.0024164
internal_count=3121 3056 2869 2321 1787 1335 820 452
is_linear=0
shrinkage=0.00196078


Tree=5781
num_leaves=9
num_cat=0
split_feature=0 1 15 15 3 2 3 15
split_gain=4.82301e-05 6.45964e-05 9.67412e-05 4.12286e-05 8.2855e-05 6.39257e-05 9.86622e-05 2.10309e-05
threshold=0.15398500000000004 0.077565000000000009 0.035560000000000008 0.035560000000000008 -0.10519499999999998 0.089775000000000008 0.10893000000000001 -0.055554999999999993
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 -1 4 -3 7 -7 -6
right_child=-2 3 -4 -5 5 6 -8 -9
leaf_value=-0.00072106520590431759 0.00039982921093592659 0.00056337238346509727 3.576954969560278e-05 -0.00029029652064280036 -0.00041033298970111638 0.00065732860419374516 -0.00010912214378937725 -3.1958848286472954e-05
leaf_weight=0.0012035702073911244 0.0010196851325138907 0.0012390874976844421 0.0014100886140280822 0.0011784528957910273 0.0012827014500514169 0.0010879740681109919 0.0015884912157889571 0.0010090663781954692
leaf_count=816 60 214 776 400 298 223 187 147
internal_value=0 -4.78241e-05 -0.000312747 4.59262e-05 0.000109758 -3.37472e-06 0.000202437 -0.000243735
internal_weight=0 0.00999943 0.00261366 0.00738577 0.00620732 0.00496823 0.00267647 0.00229177
internal_count=3121 3061 1592 1469 1069 855 410 445
is_linear=0
shrinkage=0.00196078


Tree=5782
num_leaves=9
num_cat=0
split_feature=131 13 47 16 151 3 13 13
split_gain=1.58559e-05 2.65704e-05 3.66183e-05 6.70203e-05 7.76721e-05 4.44404e-05 4.41565e-05 6.02574e-05
threshold=0.084390000000000007 -0.23438999999999996 0.10621500000000002 -0.39185999999999993 -0.0071249999999999985 0.083060000000000009 -0.029529999999999997 0.065590000000000009
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 -5 6 -6 -8
right_child=-2 2 -4 4 5 -7 7 -9
leaf_value=0.015576119017940255 -0.011938561054992252 0.023627433920118325 -0.016918389526007549 0.021027193965579574 -0.020008090711847618 -0.026976027147107069 0.021273195587044685 -0.011855227340962287
leaf_weight=0.0011315682464860194 0.0010137169145014767 0.0011854313267284471 0.0011960154365248422 0.0011009082356678735 0.0010404312994553868 0.0010197786826318493 0.0011177296785317712 0.0010791342160909397
leaf_count=138 492 248 125 343 926 127 452 270
internal_value=0 0.00126324 -0.000829424 0.00211134 -0.002649 -0.00877183 -0.00303733 0.00499999
internal_weight=0 0.008871 0.00773943 0.00654341 0.00535798 0.00425707 0.0032373 0.00219686
internal_count=3121 2629 2491 2366 2118 1775 1648 722
is_linear=0
shrinkage=0.1


Tree=5783
num_leaves=8
num_cat=0
split_feature=1 42 160 151 43 4 1
split_gain=1.4577e-05 3.14125e-05 4.7073e-05 4.84084e-05 5.2103e-05 5.21686e-05 4.43073e-05
threshold=0.13146500000000003 0.092145000000000019 0.088405000000000011 -0.039414999999999999 -0.074974999999999986 0.053180000000000012 0.077845000000000011
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 -1 -5 6 -6
right_child=-2 -3 -4 4 5 -7 -8
leaf_value=-0.021670140349810116 0.010763008551493473 -0.015778276158855169 0.020742268307048686 0.017490012318220127 -0.0010858787026162395 0.0086936908243547585 -0.029834393621820027
leaf_weight=0.0010603138880668729 0.0011009135280055449 0.0013017601288036916 0.001044562604965822 0.0015050670321640259 0.0011239607843007997 0.0016877484838627639 0.0010249896667981556
leaf_count=355 234 580 265 605 553 172 357
internal_value=0 -0.00144645 0.00105892 -0.00215261 0.00172152 -0.00446417 -0.0147981
internal_weight=0 0.0087484 0.00744664 0.00640208 0.00534177 0.0038367 0.00214895
internal_count=3121 2887 2307 2042 1687 1082 910
is_linear=0
shrinkage=0.1


Tree=5784
num_leaves=10
num_cat=0
split_feature=0 52 16 0 49 2 42 4 1
split_gain=6.9773e-05 6.41485e-05 6.79515e-05 8.29693e-05 7.1075e-05 6.81699e-05 0.000121416 7.84305e-05 4.33134e-05
threshold=0.15398500000000004 0.15915500000000002 0.26799500000000004 -0.077999999999999986 -0.080089999999999981 0.11215000000000001 0.084050000000000014 0.053180000000000012 0.086255000000000012
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 6 7 -6 -5
right_child=-2 -3 -4 8 5 -7 -8 -9 -10
leaf_value=0.00036474758080219899 0.0004694522226475648 -0.00052857432317338191 -0.00046399217515317933 0.00011542705482517022 -0.00013593501267383375 -0.00057897460960669629 -0.00057184808727636042 0.0005609826418999527 0.00066734384928392545
leaf_weight=0.0011725541401571412 0.0010467040722309884 0.0010202575198412058 0.00111821480055145 0.0011503489298460168 0.0012762376196296448 0.0011979841636544312 0.0011311214638551614 0.0012089557193557263 0.0010417575591917623
leaf_count=153 60 360 343 266 673 168 603 139 356
internal_value=0 -6.18527e-05 -1.06354e-05 5.13469e-05 -6.8154e-05 -0.00017359 -3.92974e-05 0.00020309 0.000377715
internal_weight=0 0.0103174 0.00929717 0.00817896 0.00598685 0.0048143 0.00361631 0.00248519 0.00219211
internal_count=3121 3061 2701 2358 1736 1583 1415 812 622
is_linear=0
shrinkage=0.00196078


Tree=5785
num_leaves=7
num_cat=0
split_feature=1 0 15 15 16 0
split_gain=1.57471e-05 4.63513e-05 2.5791e-05 7.47007e-05 7.99319e-05 6.68651e-05
threshold=0.077565000000000009 0.024095000000000002 0.035560000000000008 -0.016799999999999995 -0.056919999999999991 -0.14920999999999998
decision_type=2 2 2 2 2 2
left_child=1 -1 3 4 5 -2
right_child=2 -3 -4 -5 -6 -7
leaf_value=-0.01666748607235452 -0.003036252627656718 0.0072626464780937818 -0.011601785760274737 0.030094377043690779 -0.018494123855157234 0.027378748148145685
leaf_weight=0.0017766096043262949 0.0017473809047864803 0.0014867948029957164 0.001054536288330795 0.0010070482730824351 0.001543162188610414 0.0012327325174625618
leaf_count=1553 159 83 400 257 331 338
internal_value=0 -0.00576501 0.00273016 0.00546301 -2.08365e-05 0.009545
internal_weight=0 0.0032634 0.00658486 0.00553032 0.00452328 0.00298011
internal_count=3121 1636 1485 1085 828 497
is_linear=0
shrinkage=0.1


Tree=5786
num_leaves=9
num_cat=0
split_feature=15 12 48 3 47 42 2 43
split_gain=9.31634e-05 5.90228e-05 7.25926e-05 9.68514e-05 8.27522e-05 8.75971e-05 0.000102694 0.000127166
threshold=-0.24436499999999997 -0.040564999999999997 0.11376500000000002 0.10542000000000001 0.085270000000000026 0.091295000000000015 0.092365000000000017 -0.014584999999999999
decision_type=2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 5 6 7 -3
right_child=1 2 -4 -5 -6 -7 -8 -9
leaf_value=0.00055559224788322983 -0.00047917811318815549 -0.00064465038271452845 -0.00049810074549171005 0.00050219072664862269 0.00038659155617957477 0.00028950578552259664 -0.00082054801963049758 0.00020404780681305626
leaf_weight=0.0010523054897283697 0.0011326732814097686 0.0010769228152102497 0.0010189422230380525 0.0015267370075460543 0.0013538685873484254 0.0012785918972011423 0.0010678913941344205 0.0018359552858120591
leaf_count=253 247 643 98 134 260 481 448 557
internal_value=0 -5.69294e-05 -4.71028e-06 5.70512e-05 -4.57142e-05 -0.000156999 -0.000300412 -0.000109725
internal_weight=0 0.0102916 0.00915891 0.00813997 0.00661323 0.00525936 0.00398077 0.00291288
internal_count=3121 2868 2621 2523 2389 2129 1648 1200
is_linear=0
shrinkage=0.00196078


Tree=5787
num_leaves=7
num_cat=0
split_feature=2 52 3 13 52 4
split_gain=1.39144e-05 4.28447e-05 7.16408e-05 4.26351e-05 2.57862e-05 2.81579e-05
threshold=0.099185000000000009 0.10744000000000002 0.12178000000000001 -0.086589999999999986 -0.085984999999999992 -0.0016099999999999997
decision_type=2 2 2 2 2 2
left_child=3 2 -2 -1 -5 -6
right_child=1 -3 -4 4 5 -7
leaf_value=-0.01960289236650082 0.010519885532901939 0.021592211617181112 -0.021765978735315578 -0.012123894014080148 0.014367413496252375 -0.0035214782230901793
leaf_weight=0.001244137172963059 0.0018008979591295038 0.001070714510752292 0.0011114492212973906 0.0010981539005423591 0.0017608425118636457 0.0017587540042304283
leaf_count=482 580 199 140 367 1034 319
internal_value=0 0.00448714 -0.00180148 -0.00317257 0.00125417 0.00542828
internal_weight=0 0.00398306 0.00291235 0.00586189 0.00461775 0.0035196
internal_count=3121 919 720 2202 1720 1353
is_linear=0
shrinkage=0.1


Tree=5788
num_leaves=7
num_cat=0
split_feature=1 4 12 2 3 1
split_gain=1.47493e-05 3.6102e-05 2.6832e-05 4.17963e-05 6.30495e-05 2.09925e-05
threshold=0.077565000000000009 -0.082109999999999975 0.10097500000000002 1.0000000180025095e-35 0.083060000000000009 0.10508500000000001
decision_type=2 2 2 2 2 2
left_child=1 -1 3 -2 -5 -6
right_child=2 -3 -4 4 5 -7
leaf_value=0.0038704976927992868 -0.012473388122140078 -0.017310202862034343 0.017502860713838535 0.027158837728758989 -0.01325263332492905 0.0049241027818964457
leaf_weight=0.0018058895997949691 0.0018268537837599508 0.0014515729492746107 0.0010276597951113728 0.0010211826955510515 0.0010287419629405881 0.0016616783298611859
leaf_count=424 621 1212 177 341 151 195
internal_value=0 -0.00556793 0.00266258 -9.10337e-05 0.00600357 -0.00202618
internal_weight=0 0.00325746 0.00656612 0.00553846 0.0037116 0.00269042
internal_count=3121 1636 1485 1308 687 346
is_linear=0
shrinkage=0.1


Tree=5789
num_leaves=8
num_cat=0
split_feature=11 13 39 0 151 2 43
split_gain=1.88289e-05 2.6547e-05 3.53698e-05 5.65486e-05 5.94139e-05 3.57307e-05 9.49807e-05
threshold=0.078065000000000009 -0.094514999999999988 0.0046100000000000004 -0.053834999999999994 -0.0083949999999999979 0.092235000000000025 -0.013819999999999997
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 6 -6
right_child=-2 2 -4 -5 5 -7 -8
leaf_value=0.011760729876083686 -0.012980637303525276 -0.020711223716483269 0.015761107970624764 -0.024041409238593176 0.018160733459163775 0.018363172910806531 -0.024043361828333488
leaf_weight=0.0019380112836053414 0.0010114268080355345 0.0010317903999969655 0.0010124046621334051 0.0011799531312893154 0.0011274035085415397 0.0014914334557708728 0.0010118187705975285
leaf_count=332 211 334 309 262 649 487 537
internal_value=0 0.00142685 -0.00149477 -0.00448497 0.000464297 0.00648213 -0.00180115
internal_weight=0 0.00879282 0.0068548 0.0058424 0.00466245 0.00363066 0.00213922
internal_count=3121 2910 2578 2269 2007 1673 1186
is_linear=0
shrinkage=0.1


Tree=5790
num_leaves=7
num_cat=0
split_feature=131 150 15 4 43 4
split_gain=1.63947e-05 2.98775e-05 5.81997e-05 5.81151e-05 4.31454e-05 2.5967e-05
threshold=0.084390000000000007 0.081835000000000019 -0.037864999999999989 -0.064054999999999987 -0.0030899999999999994 0.24564500000000003
decision_type=2 2 2 2 2 2
left_child=1 2 5 4 -4 -1
right_child=-2 -3 3 -5 -6 -7
leaf_value=-0.024628207337359667 -0.012173793809219732 0.01400960569127796 0.010577048252559271 0.020474566389079827 -0.013674951461820599 -0.0045389233185608785
leaf_weight=0.0011376385991645117 0.0010018170766790081 0.0015333958555054537 0.0013153492904336675 0.0016453580916174619 0.0016585126320936118 0.0014810665311116339
leaf_count=633 492 361 576 335 478 246
internal_value=0 0.00132959 -0.00135675 0.00539494 -0.00294821 -0.0132663
internal_weight=0 0.00877132 0.00723793 0.00461922 0.00297386 0.00261871
internal_count=3121 2629 2268 1389 1054 879
is_linear=0
shrinkage=0.1


Tree=5791
num_leaves=7
num_cat=0
split_feature=42 160 151 16 12 12
split_gain=1.66339e-05 3.06512e-05 4.39659e-05 5.30255e-05 7.1429e-05 5.89289e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.0083949999999999979 -0.056919999999999991 0.088365000000000013 0.085785000000000014
decision_type=2 2 2 2 2 2
left_child=-1 -2 -3 4 -4 -5
right_child=1 2 3 5 -6 -7
leaf_value=-0.0092210926913130053 -0.0094497625477936182 -0.012932969572994175 0.029777092983206285 -0.020374062007484636 -0.0026025539179838392 0.012398656665218669
leaf_weight=0.0016440207254951556 0.0018621512833505629 0.0011045279528219725 0.001853627682514201 0.0010139117250503619 0.001077207004678215 0.0011956809023304857
leaf_count=862 828 300 358 168 282 323
internal_value=0 0.00181048 0.00516812 0.00905751 0.0178762 -0.0026397
internal_weight=0 0.00810711 0.00624496 0.00514043 0.00293083 0.00220959
internal_count=3121 2259 1431 1131 640 491
is_linear=0
shrinkage=0.1


Tree=5792
num_leaves=9
num_cat=0
split_feature=0 1 15 48 2 2 2 12
split_gain=5.33926e-05 5.53274e-05 9.95243e-05 2.85809e-05 7.7705e-05 8.4518e-05 7.46971e-05 5.60139e-05
threshold=0.15398500000000004 0.077565000000000009 0.088235000000000022 0.11926500000000002 0.113445 0.092480000000000021 1.0000000180025095e-35 0.096475000000000019
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 6 7 -3
right_child=-2 3 -4 -5 -6 -7 -8 -9
leaf_value=-0.00062381875682013255 0.00042501138233817369 -0.0002456322254378391 0.00014362361754062739 -0.00026113175142819262 0.00058392852474071827 -0.00048829141263163369 0.00052662147542152172 0.00032647278720696722
leaf_weight=0.0014935311280017628 0.0010159613166007683 0.0019119237355375682 0.0011498569564890656 0.0010335983129111659 0.0010272956412587086 0.0011024942366872209 0.0012350204176905894 0.0010032091148102994
leaf_count=1190 60 544 402 101 268 246 151 159
internal_value=0 -4.68663e-05 -0.000289986 4.10064e-05 9.07345e-05 -5.72279e-06 0.000122472 -4.87489e-05
internal_weight=0 0.00995693 0.00264339 0.00731354 0.00627994 0.00525265 0.00415015 0.00291513
internal_count=3121 3061 1592 1469 1368 1100 854 703
is_linear=0
shrinkage=0.00196078


Tree=5793
num_leaves=8
num_cat=0
split_feature=159 12 2 12 16 151 1
split_gain=4.89659e-05 3.20132e-05 7.19328e-05 7.59201e-05 6.43938e-05 9.43169e-05 4.66598e-05
threshold=-1.0000000180025095e-35 0.097825000000000009 0.088225000000000012 0.081420000000000006 0.071345000000000006 -0.0083949999999999979 0.089770000000000016
decision_type=2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 -4 -7
right_child=1 -3 4 -5 -6 6 -8
leaf_value=-0.00040266876776638076 1.0318787859630516e-05 0.00026286082011468527 -0.00022373334485595566 -0.00065870322212184323 -0.00027824089365084827 0.00019817264527548134 0.00071453311318901908
leaf_weight=0.0010684161898695333 0.0015111214742502153 0.0019681537389400995 0.0011626844689563752 0.0011472223888633858 0.0011922437452800572 0.0014112770838156231 0.001285822391265973
leaf_count=509 258 431 224 861 280 352 206
internal_value=0 3.96591e-05 -1.73155e-05 -0.000278401 0.000120066 0.000243099 0.000444344
internal_weight=0 0.00967853 0.00771037 0.00265834 0.00505203 0.00385978 0.0026971
internal_count=3121 2612 2181 1119 1062 782 558
is_linear=0
shrinkage=0.00196078


Tree=5794
num_leaves=9
num_cat=0
split_feature=47 47 457 159 43 12 3 16
split_gain=8.54927e-05 6.84855e-05 4.10567e-05 6.20509e-05 0.000101403 0.000103198 0.000153816 0.000146578
threshold=0.13148500000000005 0.10254000000000001 0.069910000000000014 0.076905000000000015 -0.15323999999999996 0.090840000000000018 0.088060000000000013 -0.083134999999999987
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 6 7 -6
right_child=-2 -3 -4 -5 5 -7 -8 -9
leaf_value=0.00036651753193391419 -0.00055830054820535662 0.00051809295486023423 0.00028647311312521669 0.00032745797286186016 0.00062958422121777065 -0.00062767557168444616 -0.0006316420147561868 -0.00033321341619835801
leaf_weight=0.0012318792142895149 0.0010133843864741201 0.0010305338739604866 0.0014803183551210181 0.0012807860344775908 0.0014159502559450766 0.0018908073611417055 0.0012306947324407782 0.0010653331165834921
leaf_count=168 65 187 261 434 482 758 136 630
internal_value=0 3.77551e-05 -1.38306e-05 -6.86082e-05 -0.000142829 -0.000254819 -6.48931e-05 0.000216209
internal_weight=0 0.0106263 0.00959577 0.00811545 0.00683466 0.00560279 0.00371198 0.00248128
internal_count=3121 3056 2869 2608 2174 2006 1248 1112
is_linear=0
shrinkage=0.00196078


Tree=5795
num_leaves=9
num_cat=0
split_feature=4 0 43 1 16 4 51 2
split_gain=4.24658e-05 6.29075e-05 4.16943e-05 4.00332e-05 3.80213e-05 4.13551e-05 4.80984e-05 8.79504e-05
threshold=-0.49013999999999996 1.0000000180025095e-35 -0.24021999999999996 1.0000000180025095e-35 -0.44310499999999992 -0.034939999999999992 0.086685000000000012 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 -5 -6 7 -7
right_child=1 -3 3 4 5 6 -8 -9
leaf_value=-0.00039049084750746548 -0.00039663643606478884 0.00046279949278570657 -0.000249428757064995 -0.00019483939661713498 -0.00012966986769335581 7.2535456874292653e-05 -6.7013052817511856e-05 0.0008203603933056449
leaf_weight=0.001007515033089647 0.0010240571406382121 0.0011511357930080483 0.0016091795298151653 0.0013168976207871171 0.0012053979594517095 0.0012218846571721037 0.0010091568484086647 0.0011969361108503847
leaf_count=169 153 173 1442 206 412 223 138 205
internal_value=0 3.23819e-05 -2.53415e-05 2.49567e-05 9.9161e-05 0.000182722 0.00029257 0.000442591
internal_weight=0 0.00973465 0.00858351 0.00755945 0.00595027 0.00463338 0.00342798 0.00241882
internal_count=3121 2952 2779 2626 1184 978 566 428
is_linear=0
shrinkage=0.00196078


Tree=5796
num_leaves=9
num_cat=0
split_feature=48 4 12 3 2 151 0 3
split_gain=5.4719e-05 8.66191e-05 8.61017e-05 0.00014623 7.24889e-05 5.58055e-05 9.44534e-05 0.000100483
threshold=0.11951500000000001 0.40473500000000007 -0.040564999999999997 0.10542000000000001 0.095195000000000016 -0.0067699999999999991 -0.10224499999999999 -0.078934999999999991
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 -4 -7 -8
right_child=-2 -3 3 -5 -6 6 7 -9
leaf_value=-0.00056758788376247774 -0.00044978241427567911 0.00056127605952784921 0.00041985708270408473 0.0005930654062701236 -0.00045878189128010415 -0.00055057886969164186 -0.00021880087505187824 0.00052238547409537786
leaf_weight=0.0010299180358390942 0.0010146650174017282 0.0010493260543298901 0.0010784762254655959 0.0014738099436897856 0.0015637290590950264 0.0011734770655535708 0.0015830912531385034 0.0012652822872052038
leaf_count=219 114 278 293 114 578 163 1042 320
internal_value=0 2.76346e-05 -3.3445e-05 3.41555e-05 -8.9452e-05 2.37823e-05 -8.24268e-05 0.000110443
internal_weight=0 0.0102171 0.00916778 0.00813787 0.00666406 0.00510033 0.00402185 0.00284837
internal_count=3121 3007 2729 2510 2396 1818 1525 1362
is_linear=0
shrinkage=0.00196078


Tree=5797
num_leaves=7
num_cat=0
split_feature=47 4 4 3 13 0
split_gain=1.49075e-05 5.27255e-05 4.67056e-05 4.86082e-05 6.18884e-05 3.77294e-05
threshold=0.12431000000000002 0.24564500000000003 0.055260000000000011 0.096675000000000011 -0.033284999999999988 -0.060129999999999996
decision_type=2 2 2 2 2 2
left_child=1 2 3 4 -1 -6
right_child=-2 -3 -4 -5 5 -7
leaf_value=-0.021924031116523173 -0.011601361287980533 0.016418725946760311 -0.021306081036170398 0.016582654233897307 -0.0053187822159466132 0.01757192179159529
leaf_weight=0.0013806972066382804 0.0010077196378633227 0.0018168301032252263 0.0011311105597092315 0.0014768183676918401 0.001842419829954274 0.0011819911078186547
leaf_count=1210 91 402 246 153 795 224
internal_value=0 0.00123672 -0.0026964 0.000882287 -0.00438128 0.00362729
internal_weight=0 0.00882987 0.00701304 0.00588193 0.00440511 0.00302441
internal_count=3121 3030 2628 2382 2229 1019
is_linear=0
shrinkage=0.1


Tree=5798
num_leaves=9
num_cat=0
split_feature=159 15 16 48 133 12 15 0
split_gain=5.67987e-05 4.16196e-05 5.3828e-05 7.86001e-05 6.38954e-05 4.80623e-05 8.32225e-05 4.16537e-05
threshold=-0.029685 -0.15026499999999995 -0.49446999999999991 0.092475000000000016 -0.0061299999999999992 0.084595000000000017 -0.016799999999999995 -0.053834999999999994
decision_type=2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 -4 6 -6 -7
right_child=1 2 3 -5 5 7 -8 -9
leaf_value=-0.00044502476523476328 0.00038303381930605092 -0.00042810016135797451 -0.00045933607762274956 0.00052944114811567528 -0.00010494855081346369 8.6349716373924654e-05 0.00056219614586731209 -0.00039740717223734739
leaf_weight=0.0010102683773574221 0.0012146260138858498 0.001018480721129012 0.0011095646097839086 0.0011304380088865496 0.0014195444618379891 0.0015375939775622333 0.0014564756808930354 0.001233139763528535
leaf_count=425 327 160 641 245 168 745 249 161
internal_value=0 4.25526e-05 -3.88719e-06 5.08949e-05 -2.91734e-05 5.53518e-05 0.000232907 -0.000128951
internal_weight=0 0.0101199 0.00890524 0.00788676 0.00675632 0.00564675 0.00287602 0.00277073
internal_count=3121 2696 2369 2209 1964 1323 417 906
is_linear=0
shrinkage=0.00196078


Tree=5799
num_leaves=9
num_cat=0
split_feature=159 2 16 151 15 43 43 15
split_gain=4.56172e-05 3.23968e-05 5.04441e-05 4.95019e-05 9.65856e-05 0.000119058 9.88583e-05 3.24486e-05
threshold=-1.0000000180025095e-35 0.088225000000000012 -0.088394999999999987 -0.044604999999999992 -0.074054999999999996 0.016310000000000002 -0.081154999999999991 -0.016799999999999995
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 -2 -3 -5 6 -6 -4
right_child=1 3 7 4 5 -7 -8 -9
leaf_value=-0.00038475734574415146 -0.00045667175373683067 -0.0002595821709943142 -0.00021193186561904731 0.00061372052488708551 0.00019405114759673842 0.0004613691282368841 -0.00063697432571612671 0.00023971611450463075
leaf_weight=0.0011020222753921711 0.0011257642733599159 0.0010895116574890958 0.0010813108157992127 0.0015320404907443155 0.0010104891956714051 0.0014669715345826885 0.0012086277338870218 0.001407856769495681
leaf_count=509 369 270 293 424 175 163 339 579
internal_value=0 3.57449e-05 -0.000112252 0.000120562 0.000199934 2.7953e-05 -0.000258562 4.35173e-05
internal_weight=0 0.00992257 0.00361493 0.00630764 0.00521813 0.00368609 0.00221912 0.00248917
internal_count=3121 2612 1241 1371 1101 677 514 872
is_linear=0
shrinkage=0.00196078


Tree=5800
num_leaves=8
num_cat=0
split_feature=11 13 16 13 2 13 0
split_gain=1.64665e-05 2.1265e-05 3.3107e-05 4.3287e-05 6.20708e-05 7.82246e-05 5.14748e-05
threshold=0.078065000000000009 -0.094514999999999988 0.23311500000000004 0.021350000000000004 0.11215000000000001 -0.016469999999999995 -0.10224499999999999
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 4 5 -3 -7
right_child=-2 2 -4 -5 -6 6 -8
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leaf_weight=0.0019478485172100719 0.0010185196437560865 0.0010017729952592216 0.0011945253618218937 0.0010270106380878821 0.0011311308369045163 0.0014956022062000748 0.001040198858264754
leaf_count=332 211 1099 327 318 207 164 463
internal_value=0 0.00131152 -0.00129652 -0.00447096 -0.000382179 0.00613784 0.0154843
internal_weight=0 0.00883809 0.00689024 0.00569572 0.0046687 0.00353757 0.0025358
internal_count=3121 2910 2578 2251 1933 1726 627
is_linear=0
shrinkage=0.1


Tree=5801
num_leaves=9
num_cat=0
split_feature=15 15 4 3 13 4 4 1
split_gain=5.54344e-05 4.96201e-05 5.81241e-05 5.55798e-05 7.39009e-05 9.77354e-05 0.000102328 4.06849e-05
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decision_type=2 2 2 2 2 2 2 2
left_child=-1 -2 -3 -4 -5 7 -7 -6
right_child=1 2 3 4 5 6 -8 -9
leaf_value=0.00042228890158256538 -0.00043230344767068691 -0.00043458212300481508 0.0003526257791017553 0.00040820795757192405 -0.00066259387853274997 0.00042968542792491281 -0.00033003480845513573 -0.0001412921407331005
leaf_weight=0.0010356044003403181 0.0011783081241141047 0.001069929381943383 0.0018277878838429797 0.0011735725536166329 0.0013082734499575597 0.0016202944292430404 0.0011766068854769433 0.0010277729232609698
leaf_count=253 256 156 445 173 1119 231 124 364
internal_value=0 -5.345e-05 -4.94989e-06 5.15609e-05 -3.56953e-05 -0.000137187 0.000110085 -0.000433241
internal_weight=0 0.0103825 0.00920424 0.00813431 0.00630652 0.00513295 0.0027969 0.00233605
internal_count=3121 2868 2612 2456 2011 1838 355 1483
is_linear=0
shrinkage=0.00196078


Tree=5802
num_leaves=7
num_cat=0
split_feature=42 49 42 1 2 3
split_gain=1.53798e-05 3.08488e-05 5.47223e-05 3.02829e-05 7.34618e-05 5.78246e-05
threshold=-1.0000000180025095e-35 -0.047584999999999995 0.091545000000000015 0.11061500000000002 0.10005000000000001 -0.078934999999999991
decision_type=2 2 2 2 2 2
left_child=-1 -2 3 4 5 -3
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leaf_value=-0.008843505218057551 0.013343095270337932 -0.020319765059426554 -0.02001567391671219 -0.010633428220727882 0.026502595105615659 0.010107176252152359
leaf_weight=0.0016632768340630938 0.0017817697529659985 0.0010638050871764888 0.0012814791000775715 0.0012245708556716953 0.0013273601038308463 0.0015128052180190051
leaf_count=862 360 623 620 219 211 226
internal_value=0 0.00170362 -0.00153177 0.00308685 0.00739053 -0.00245519
internal_weight=0 0.00819179 0.00641002 0.00512854 0.00390397 0.00257661
internal_count=3121 2259 1899 1279 1060 849
is_linear=0
shrinkage=0.1


Tree=5803
num_leaves=8
num_cat=0
split_feature=484 160 133 42 47 48 16
split_gain=1.53411e-05 3.563e-05 5.82368e-05 6.02907e-05 5.10589e-05 5.03462e-05 0.000101392
threshold=0.085515000000000022 -1.0000000180025095e-35 -1.0000000180025095e-35 0.088060000000000013 0.09550500000000002 0.086035000000000014 -0.078844999999999985
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 6 -4
right_child=-2 2 3 -5 -6 -7 -8
leaf_value=-0.017003080464377075 0.011518911580819829 -0.020895217199884755 0.024449581278964634 0.021033965206385907 0.01720519657308241 -0.025012153630130242 -0.015702891900183393
leaf_weight=0.0012570783106069447 0.0010235849563107772 0.0010317198222590277 0.0010650664090049071 0.0016741260980706963 0.0011707811919312687 0.0010720808080123649 0.0015356887625797436
leaf_count=659 341 709 259 485 104 176 388
internal_value=0 -0.00141538 0.00118017 0.00467457 -0.000979817 -0.00677661 0.000740428
internal_weight=0 0.00880654 0.00754946 0.00651774 0.00484362 0.00367284 0.00260076
internal_count=3121 2780 2121 1412 927 823 647
is_linear=0
shrinkage=0.1


Tree=5804
num_leaves=9
num_cat=0
split_feature=0 1 15 3 52 51 15 4
split_gain=3.93434e-05 6.12126e-05 9.29517e-05 3.26605e-05 6.10138e-05 3.63334e-05 3.0426e-05 2.93054e-05
threshold=0.15398500000000004 0.077565000000000009 0.035560000000000008 0.076840000000000006 -0.020999999999999994 -0.025879999999999997 -0.10203999999999998 0.033845000000000007
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 -1 4 -3 -5 -6 -7
right_child=-2 3 -4 5 6 7 -8 -9
leaf_value=-0.00069674753896603538 0.00036301035925786123 0.00057016262738504499 4.2920243922538434e-05 -0.00040123039827891102 -0.00023282457888351241 0.0002536654899107176 0.00018980497280423974 -0.00017266728915187182
leaf_weight=0.0012171270722488761 0.001010190764225022 0.0010771437799645314 0.0014097882441744165 0.0010092687760774183 0.001100293984159175 0.0012372620555641256 0.0016179411660415513 0.0012422776299629776
leaf_count=816 60 398 776 127 181 116 496 151
internal_value=0 -4.31896e-05 -0.00029979 4.93488e-05 0.00017523 -8.75942e-05 1.87319e-05 4.00679e-05
internal_weight=0 0.0099111 0.00262692 0.00728419 0.00379538 0.00348881 0.00271824 0.00247954
internal_count=3121 3061 1592 1469 1075 394 677 267
is_linear=0
shrinkage=0.00196078


Tree=5805
num_leaves=7
num_cat=0
split_feature=133 160 42 47 2 16
split_gain=1.673e-05 4.31959e-05 4.72476e-05 4.87401e-05 5.22236e-05 5.81666e-05
threshold=-0.085499999999999979 -1.0000000180025095e-35 0.088060000000000013 0.09550500000000002 0.098260000000000014 -0.082039999999999988
decision_type=2 2 2 2 2 2
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leaf_value=0.011241907285798802 -0.014981606835199977 -0.0017741000915801053 0.016546552331656451 0.014920862219123907 0.0042056857229811817 -0.035417878633293598
leaf_weight=0.0011545701883229247 0.0018807743507079028 0.0010002385667121092 0.0017054302989699156 0.0011995885070703628 0.0018172870606052239 0.001056849684743435
leaf_count=488 866 319 542 115 386 405
internal_value=0 -0.00157296 0.00214694 -0.00269298 -0.00814659 -0.0190589
internal_weight=0 0.00866017 0.00677939 0.00507396 0.00387438 0.00205709
internal_count=3121 2633 1767 1225 1110 724
is_linear=0
shrinkage=0.1


Tree=5806
num_leaves=8
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split_feature=48 48 150 1 4 4 2
split_gain=5.85921e-05 7.02164e-05 6.32245e-05 4.92024e-05 7.68301e-05 0.000104403 4.32293e-05
threshold=0.11951500000000001 0.092475000000000016 0.086615000000000011 0.111945 -1.0000000180025095e-35 -0.077834999999999988 0.093680000000000013
decision_type=2 2 2 2 2 2 2
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right_child=-2 -3 -4 -5 -6 -7 -8
leaf_value=-0.00038171160548805527 -0.00044888468898849872 0.00047958836707400046 -0.00048510800249032613 0.0003175864942246739 -0.00036293896280859298 0.00054655729316733853 0.00010424683992997368
leaf_weight=0.001261390140576002 0.0010409757633307462 0.001226515808642469 0.0010008604684559044 0.0018556107475770833 0.0019990675157766109 0.0013786528414132752 0.0015920703442635687
leaf_count=752 114 251 275 307 455 775 192
internal_value=0 3.92148e-05 -2.02202e-05 3.73166e-05 -4.61463e-05 0.000103493 -0.000110574
internal_weight=0 0.0103142 0.00908765 0.00808679 0.00623118 0.00423211 0.00285346
internal_count=3121 3007 2756 2481 2174 1719 944
is_linear=0
shrinkage=0.00196078


Tree=5807
num_leaves=8
num_cat=0
split_feature=157 160 133 151 12 52 2
split_gain=1.71946e-05 4.81648e-05 5.79449e-05 5.29269e-05 4.67586e-05 6.65152e-05 5.62753e-05
threshold=-0.072409999999999988 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.0083949999999999979 0.092355000000000007 0.077655000000000016 0.090545000000000014
decision_type=2 2 2 2 2 2 2
left_child=-1 -2 -3 -4 5 6 -5
right_child=1 2 3 4 -6 -7 -8
leaf_value=0.012303648821734355 -0.019209678357389702 -0.019413011973246519 -0.014668072641682201 -0.011542293566994521 -0.0039322288839722863 0.035113951104498019 0.019816304356002925
leaf_weight=0.0010085366384613324 0.0013053002665318536 0.0011166327003997887 0.0011009605228290706 0.0010125892112481075 0.001750562563895791 0.0012060438183537775 0.0013160575545673853
leaf_count=423 677 711 269 211 444 172 214
internal_value=0 -0.00148084 0.00160352 0.00527827 0.00943326 0.0160525 0.00618033
internal_weight=0 0.00880815 0.00750285 0.00638621 0.00528525 0.00353469 0.00232865
internal_count=3121 2698 2021 1310 1041 597 425
is_linear=0
shrinkage=0.1


Tree=5808
num_leaves=7
num_cat=0
split_feature=160 151 13 43 16 13
split_gain=1.92835e-05 3.37407e-05 4.05003e-05 8.66582e-05 7.45482e-05 7.76243e-05
threshold=-0.087874999999999995 -0.0083949999999999979 0.18141000000000002 -0.074359999999999996 -0.056919999999999991 -0.014169999999999999
decision_type=2 2 2 2 2 2
left_child=-1 -2 3 -3 5 -5
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leaf_value=0.012978707384604021 -0.014933911088176885 0.02576587257284162 -0.017128835077662077 -0.011826939354838771 -0.01751812724784859 0.021794220769904428
leaf_weight=0.0010169472867882405 0.001553980568890531 0.0014482658850968472 0.0010222622661031399 0.0011604926093857885 0.0018998530147202181 0.0016820298996979381
leaf_count=525 466 563 104 576 525 362
internal_value=0 -0.00156837 0.00131116 0.00435616 -0.00218212 0.00806799
internal_weight=0 0.00876688 0.0072129 0.00619064 0.00474238 0.00284252
internal_count=3121 2596 2130 2026 1463 938
is_linear=0
shrinkage=0.1


Tree=5809
num_leaves=7
num_cat=0
split_feature=133 160 42 15 12 3
split_gain=1.9018e-05 3.34673e-05 3.83749e-05 6.50757e-05 6.35282e-05 5.17035e-05
threshold=-0.085499999999999979 -0.079874999999999988 0.091295000000000015 -0.10653 0.085955000000000018 0.083060000000000009
decision_type=2 2 2 2 2 2
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leaf_value=0.012017159379869085 -0.015760966495193131 0.018099082814662514 0.016236102688964686 0.01840723205553951 -0.022845474580229692 -0.0092604994748121273
leaf_weight=0.0011518242261874508 0.0014086407482191664 0.0012210327202780607 0.0013578527113357886 0.0010942147705049858 0.0017539872861208816 0.0017647087826480751
leaf_count=488 593 238 501 407 695 199
internal_value=0 -0.00166585 0.00109493 -0.00242918 -0.00786299 0.00132895
internal_weight=0 0.00860044 0.0071918 0.00583394 0.00461291 0.00285892
internal_count=3121 2633 2040 1539 1301 606
is_linear=0
shrinkage=0.1


Tree=5810
num_leaves=8
num_cat=0
split_feature=4 16 15 3 1 49 0
split_gain=2.73905e-05 6.2895e-05 7.83964e-05 4.14539e-05 3.92566e-05 4.76744e-05 8.28982e-05
threshold=-0.49013999999999996 -0.008904999999999998 -0.016799999999999995 -0.0087149999999999988 0.085110000000000005 -0.047584999999999995 -0.10836499999999999
decision_type=2 2 2 2 2 2 2
left_child=-1 4 -3 -4 -2 -6 -7
right_child=1 2 3 -5 5 6 -8
leaf_value=-0.00031371293855504174 -0.00033452379541800943 -0.00012493503440826452 0.000195799049803686 0.00075155892378022749 0.00033822998121522079 -0.00038866558974952239 0.00023192297819849884
leaf_weight=0.001007518166735861 0.0018014748998527426 0.0013635650134070009 0.0010060304313374527 0.001059348810081348 0.0012248697080177646 0.0018681690376820049 0.0014856762940187685
leaf_count=169 1161 500 352 70 179 193 497
internal_value=0 2.57828e-05 0.000239953 0.000480853 -8.93201e-05 7.15421e-06 -0.000113759
internal_weight=0 0.00980913 0.00342894 0.00206538 0.00638019 0.00457872 0.00335385
internal_count=3121 2952 922 422 2030 869 690
is_linear=0
shrinkage=0.00196078


Tree=5811
num_leaves=9
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split_feature=48 48 1 15 42 2 4 4
split_gain=6.23685e-05 8.38029e-05 8.23461e-05 5.64286e-05 6.97577e-05 6.7746e-05 6.17117e-05 4.74637e-05
threshold=0.11951500000000001 0.092475000000000016 0.111945 -0.0063699999999999989 0.086325000000000013 0.08622500000000001 -0.084369999999999987 0.11275500000000001
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 5 6 -1 -5 -4
right_child=-2 -3 7 4 -6 -7 -8 -9
leaf_value=-2.0199619177006424e-05 -0.00047351421308072388 0.00052051490461341469 2.1608922548110632e-05 -0.00011807030991793704 -0.00039188282991729567 -0.00068705462512968834 0.0004199073250939515 0.00062113918620657852
leaf_weight=0.0010915659651796776 0.0010169227654987728 0.0012082337844877044 0.001028709372972972 0.0016616999779624924 0.0012833438586218448 0.0012638643687507842 0.0016180101460725545 0.0010023954372732884
leaf_count=290 114 251 124 456 545 696 395 250
internal_value=0 3.58013e-05 -2.96371e-05 -0.000131546 -4.31806e-06 -0.000378017 0.000147335 0.00031749
internal_weight=0 0.0101578 0.00894959 0.00691848 0.00456305 0.00235543 0.00327971 0.0020311
internal_count=3121 3007 2756 2382 1396 986 851 374
is_linear=0
shrinkage=0.00196078


Tree=5812
num_leaves=8
num_cat=0
split_feature=484 1 457 403 13 12 0
split_gain=1.89693e-05 2.99568e-05 5.43133e-05 5.26268e-05 4.75567e-05 6.87116e-05 8.35995e-05
threshold=0.085515000000000022 0.13146500000000003 0.045365000000000009 0.03138500000000001 0.10591500000000001 0.088365000000000013 -0.10224499999999999
decision_type=2 2 2 2 2 2 2
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right_child=-2 -3 -4 -5 -6 -7 -8
leaf_value=-0.01929728771909198 0.012799351738873194 0.014443794116235443 0.017475287168084493 0.013643034126375592 0.0088830819097052427 -0.030737321633041815 0.015658396004786145
leaf_weight=0.0017473256227486501 0.0010268979694562667 0.0010307346635608774 0.0010462319446280129 0.0010392610467359143 0.001003532417518751 0.0017523539124066024 0.0011244691786545216
leaf_count=246 341 194 222 303 142 952 721
internal_value=0 -0.00156793 -0.00370763 -0.00703183 -0.0108498 -0.0151323 -0.00561017
internal_weight=0 0.00874391 0.00771317 0.00666694 0.00562768 0.00462415 0.00287179
internal_count=3121 2780 2586 2364 2061 1919 967
is_linear=0
shrinkage=0.1


Tree=5813
num_leaves=7
num_cat=0
split_feature=160 0 16 1 52 1
split_gain=1.72413e-05 2.97095e-05 4.03417e-05 7.82984e-05 6.28833e-05 3.98944e-05
threshold=-0.087874999999999995 -0.14794999999999997 -0.056919999999999991 0.08844500000000001 -0.046924999999999988 0.10887500000000001
decision_type=2 2 2 2 2 2
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leaf_value=0.012295845448717195 0.0012620407537003672 -0.0075812294776427119 0.0083761518806870477 0.025246149969643986 -0.018418414611036812 -0.025237669691725126
leaf_weight=0.0010127678612323445 0.0011981007821099256 0.0013106348603219432 0.0017203128987862619 0.0016304381244720712 0.0017843548004490501 0.001080405242504624
leaf_count=525 181 797 740 413 389 76
internal_value=0 -0.00148829 0.00198126 0.0106172 -0.00526594 -0.0113034
internal_weight=0 0.00872425 0.00644574 0.00294107 0.00350467 0.00227851
internal_count=3121 2596 2339 1210 1129 257
is_linear=0
shrinkage=0.1


Tree=5814
num_leaves=9
num_cat=0
split_feature=47 1 52 3 0 4 2 43
split_gain=9.39246e-05 8.93394e-05 0.00010158 0.000113163 8.82729e-05 0.000150019 6.8132e-05 3.47358e-05
threshold=0.13148500000000005 0.10752500000000002 0.11434500000000002 0.090900000000000009 -0.084269999999999984 0.053180000000000012 0.11448000000000001 -0.092909999999999979
decision_type=2 2 2 2 2 2 2 2
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right_child=-2 6 -4 -5 7 -7 -8 -9
leaf_value=-0.00088129919417563607 -0.00056641003413734079 7.1141970729664595e-05 -0.00059293884837748653 0.00049167124960388438 -0.00015787849897870679 0.00013863841599829526 0.00066847664206881726 0.00029545781923258265
leaf_weight=0.001182805276087194 0.0010534054836936176 0.0016560025547542399 0.001182123324972746 0.0015641363280423093 0.001052654503168657 0.0010436680044563237 0.0013187630965779201 0.0016980817010139662
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internal_value=0 4.72316e-05 -6.39711e-05 3.16216e-05 -0.000112953 -0.000403199 0.00033595 0.000121975
internal_weight=0 0.0106982 0.00772347 0.00654135 0.00497721 0.00222647 0.00297477 0.00275074
internal_count=3121 3056 2521 2132 2004 960 535 1044
is_linear=0
shrinkage=0.00196078


Tree=5815
num_leaves=8
num_cat=0
split_feature=15 15 43 42 2 2 1
split_gain=5.942e-05 4.96628e-05 5.34192e-05 6.21348e-05 6.16584e-05 0.000100458 1.84142e-05
threshold=-0.24436499999999997 -0.11033999999999998 -0.17390999999999998 0.086325000000000013 0.084245000000000014 0.099185000000000009 0.098220000000000016
decision_type=2 2 2 2 2 2 2
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leaf_weight=0.0010115473511188343 0.0011564532119624224 0.0016271318962559787 0.0013623666537907163 0.0017985028308388183 0.001993396932805448 0.0010155165012828808 0.0012132736878466745
leaf_count=253 256 183 381 937 690 181 240
internal_value=0 -5.0482e-05 -1.38513e-06 -7.22621e-05 2.98179e-05 -8.72156e-05 0.000198817
internal_weight=0 0.0101666 0.00901019 0.00738306 0.00558455 0.00422219 0.00222879
internal_count=3121 2868 2612 2429 1492 1111 421
is_linear=0
shrinkage=0.00196078


Tree=5816
num_leaves=10
num_cat=0
split_feature=0 52 16 0 49 43 1 2 0
split_gain=3.85281e-05 6.43979e-05 8.54953e-05 6.60176e-05 5.54148e-05 7.36262e-05 0.000113681 5.79089e-05 1.76668e-05
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decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 -6 7 -7 -5
right_child=-2 -3 -4 8 5 6 -8 -9 -10
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leaf_weight=0.0011175642661701733 0.001018940721255729 0.0010169242240873856 0.0010812728749200803 0.0010032233714723777 0.0011402675036133649 0.0010792515642378715 0.0013634499360505106 0.00103898642005617 0.0010551991635088264
leaf_count=153 60 360 343 400 999 283 149 152 222
internal_value=0 -4.37117e-05 9.81737e-06 8.14633e-05 -2.65803e-05 -0.000121319 2.03063e-05 0.000304563 0.000382722
internal_weight=0 0.00989614 0.00887922 0.00779794 0.00573952 0.00462196 0.00348169 0.00211824 0.00205842
internal_count=3121 3061 2701 2358 1736 1583 584 435 622
is_linear=0
shrinkage=0.00196078


Tree=5817
num_leaves=9
num_cat=0
split_feature=15 16 49 0 4 49 4 13
split_gain=6.05556e-05 4.27106e-05 8.32174e-05 5.28147e-05 4.56611e-05 5.10803e-05 5.1878e-05 4.03844e-05
threshold=-0.24436499999999997 -0.092484999999999984 -0.047584999999999995 -0.11756999999999999 0.0052350000000000009 -0.00064499999999999985 -0.49013999999999996 -0.0034749999999999994
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 5 -3 -7 -8
right_child=1 4 3 -5 -6 6 7 -9
leaf_value=0.00045014244127828469 0.00017979830379084979 -0.00045800562155931941 -0.00074709386819939009 -0.00016017423521072095 0.00028863722059389868 -0.00032872761471189555 0.00042364927234315699 -8.4804387783685449e-05
leaf_weight=0.0010093606368592996 0.0012772636527306771 0.0010017735486398125 0.0011319348950218026 0.001229991925462135 0.0019967126708045719 0.0010097034072680793 0.001364357254971655 0.0010728339308078956
leaf_count=253 124 422 156 328 277 143 1049 369
internal_value=0 -5.35875e-05 -0.000223408 -0.000441451 4.22967e-05 -6.82693e-05 4.50001e-05 0.000199832
internal_weight=0 0.0100846 0.00363919 0.00236193 0.00644538 0.00444867 0.00344689 0.00243719
internal_count=3121 2868 608 484 2260 1983 1561 1418
is_linear=0
shrinkage=0.00196078


Tree=5818
num_leaves=8
num_cat=0
split_feature=47 4 4 3 12 16 4
split_gain=1.93152e-05 5.48204e-05 4.5277e-05 5.79238e-05 4.58974e-05 3.20791e-05 4.93301e-05
threshold=0.12431000000000002 0.24564500000000003 0.055260000000000011 0.10299500000000002 0.091545000000000015 -0.083134999999999987 -0.059649999999999988
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 4 5 -1 -7
right_child=-2 -3 -4 -5 -6 6 -8
leaf_value=0.013108515999945853 -0.013171999276197652 0.016940657624531553 -0.020970557452320748 0.019974458368984486 -0.022794183159821135 -0.02107153819528158 0.0088505101975021126
leaf_weight=0.0013743434401339528 0.0010094170147729982 0.0018106235007314744 0.0011238946065874273 0.001256318444795651 0.0010348114128169239 0.0011204503280382008 0.0010840370393747055
leaf_count=460 91 402 246 122 763 463 574
internal_value=0 0.00143238 -0.00258253 0.000938145 -0.00424554 0.00111776 -0.00635764
internal_weight=0 0.00880448 0.00699386 0.00586996 0.00461364 0.00357883 0.00220449
internal_count=3121 3030 2628 2382 2260 1497 1037
is_linear=0
shrinkage=0.1


Tree=5819
num_leaves=8
num_cat=0
split_feature=159 51 12 16 16 48 1
split_gain=7.98817e-05 6.36149e-05 8.16798e-05 4.59729e-05 4.96409e-05 4.30222e-05 4.4027e-05
threshold=-0.032739999999999991 0.091630000000000003 0.097825000000000009 -0.014034999999999997 0.15891500000000003 0.085845000000000019 0.088485000000000022
decision_type=2 2 2 2 2 2 2
left_child=-1 2 3 5 -5 6 -2
right_child=1 -3 -4 4 -6 -7 -8
leaf_value=-0.00052870624846429383 0.00010629251124934983 0.00051571027467665106 0.00035742668632144341 0.0003271814095742035 -0.00016943812663148159 -0.00050738345110906214 -0.00036343318046417781
leaf_weight=0.0010056022589460022 0.0018222494421617709 0.0010174762330861674 0.0019566874796998089 0.0016346210280325591 0.0014695211355398074 0.0013734154941959045 0.0013249894620805044
leaf_count=421 743 248 385 504 306 144 370
internal_value=0 4.95537e-05 5.16692e-08 -9.16585e-05 9.20785e-05 -0.000217823 -9.14623e-05
internal_weight=0 0.010599 0.00958148 0.0076248 0.00310414 0.00452065 0.00314724
internal_count=3121 2700 2452 2067 810 1257 1113
is_linear=0
shrinkage=0.00196078


Tree=5820
num_leaves=8
num_cat=0
split_feature=159 1 42 2 2 16 16
split_gain=3.54556e-05 2.97224e-05 5.11176e-05 5.14796e-05 7.38845e-05 6.58936e-05 4.22643e-05
threshold=-1.0000000180025095e-35 0.12958500000000003 0.092620000000000022 0.089775000000000008 0.092875000000000013 -0.084119999999999986 -0.011989999999999999
decision_type=2 2 2 2 2 2 2
left_child=-1 2 3 5 -5 -2 -6
right_child=1 -3 -4 4 6 -7 -8
leaf_value=-0.00034310635176068935 -0.00053560365182544003 0.00032813105535005202 -0.0003675665979361638 0.0006423396374713291 -0.00017169272196197475 8.0394023060069753e-05 0.00026687618860854576
leaf_weight=0.0010831348688454786 0.0010675144069238625 0.0011415128793599719 0.0012952601750491925 0.0010481128089167508 0.001698436198495632 0.001782375979631511 0.0016808835513277367
leaf_count=509 406 230 438 168 333 711 326
internal_value=0 3.09058e-05 -8.67225e-06 5.52059e-05 0.000187518 -0.000150347 4.64527e-05
internal_weight=0 0.0097141 0.00857258 0.00727732 0.00442743 0.00284989 0.00337932
internal_count=3121 2612 2382 1944 827 1117 659
is_linear=0
shrinkage=0.00196078


Tree=5821
num_leaves=9
num_cat=0
split_feature=15 15 4 13 3 4 4 16
split_gain=5.00423e-05 6.19316e-05 4.18262e-05 7.28391e-05 8.37954e-05 9.72538e-05 0.000119287 3.37511e-05
threshold=-0.24436499999999997 -0.11033999999999998 -0.49405499999999997 -0.095304999999999987 -0.091054999999999983 0.0061450000000000003 0.053925000000000008 -0.073849999999999985
decision_type=2 2 2 2 2 2 2 2
left_child=-1 -2 -3 -4 -5 7 -7 -6
right_child=1 2 3 4 5 6 -8 -9
leaf_value=0.0004107098904989003 -0.0004653775816726199 -0.00035798482617775793 0.00043874618090639962 0.00038415620713180327 -0.00021627827897576949 0.00058277395846745436 -0.00024759095972529978 -0.00069334830810474689
leaf_weight=0.0010184766333169162 0.0011909052374004169 0.0010489031625069449 0.0015592853857231371 0.0014366361867981141 0.0011538185046258227 0.0011345647494624262 0.0016076174922229236 0.001127065399477212
leaf_count=253 256 156 230 388 583 108 247 900
internal_value=0 -4.49878e-05 1.02229e-05 5.83854e-05 -3.34286e-05 -0.000152861 9.59685e-05 -0.000452015
internal_weight=0 0.0102588 0.00906789 0.00801899 0.0064597 0.00502307 0.00274218 0.00228088
internal_count=3121 2868 2612 2456 2226 1838 355 1483
is_linear=0
shrinkage=0.00196078


Tree=5822
num_leaves=8
num_cat=0
split_feature=16 160 43 52 0 2 2
split_gain=1.8501e-05 7.6423e-05 5.00058e-05 3.31473e-05 6.63933e-05 3.90765e-05 1.81307e-05
threshold=-0.008904999999999998 -0.071139999999999995 -0.074359999999999996 0.090245000000000006 -0.084269999999999984 0.092365000000000017 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2
left_child=3 -2 -3 4 5 6 -1
right_child=1 2 -4 -5 -6 -7 -8
leaf_value=-0.0069729568371810621 0.027404886828253101 0.010844617525065327 -0.015311641162255611 -0.019069711815083459 0.021884170891114899 -0.018420162633376876 0.011868495779593313
leaf_weight=0.0010039096377911772 0.0011150520367867759 0.0013483180699132551 0.0015962306579251065 0.0011290389114276059 0.0010707967126335595 0.0015559327032080021 0.0010396090504980729
leaf_count=152 291 390 408 591 572 300 417
internal_value=0 0.00510862 -0.00333461 -0.0036934 2.38407e-05 -0.00647936 0.00261235
internal_weight=0 0.0040596 0.00294455 0.00579929 0.00467025 0.00359945 0.00204352
internal_count=3121 1089 798 2032 1441 869 569
is_linear=0
shrinkage=0.1


Tree=5823
num_leaves=7
num_cat=0
split_feature=13 48 0 0 4 4
split_gain=1.61162e-05 3.68412e-05 5.67339e-05 2.99726e-05 4.64036e-05 4.9721e-05
threshold=-0.23438999999999996 0.11077000000000002 -0.17169499999999996 -0.10224499999999999 0.0061450000000000003 -0.082109999999999975
decision_type=2 2 2 2 2 2
left_child=-1 2 -2 -4 5 -5
right_child=1 -3 3 4 -6 -7
leaf_value=0.010782254054921057 0.019945786709158236 -0.018768058334119087 -0.014994100860292667 0.0029592343637683425 0.013631412500007427 -0.024409724028283009
leaf_weight=0.0012028517713356902 0.0012964245041157344 0.00108882687759359 0.0015706120160840949 0.0018475685950885552 0.00178797076668485 0.0010359764417562632
leaf_count=169 140 142 300 642 456 1272
internal_value=0 -0.00157346 0.000910035 -0.00304349 0.000974428 -0.00687366
internal_weight=0 0.00862738 0.00753855 0.00624213 0.00467152 0.00288355
internal_count=3121 2952 2810 2670 2370 1914
is_linear=0
shrinkage=0.1


Tree=5824
num_leaves=8
num_cat=0
split_feature=159 2 3 51 2 1 12
split_gain=4.12582e-05 6.20205e-05 4.842e-05 5.6892e-05 0.000106889 4.1557e-05 7.32969e-05
threshold=-1.0000000180025095e-35 0.088225000000000012 -0.11255999999999998 0.081440000000000026 0.10613000000000002 0.10752500000000002 0.081420000000000006
decision_type=2 2 2 2 2 2 2
left_child=-1 5 -3 4 -4 6 -2
right_child=1 2 3 -5 -6 -7 -8
leaf_value=-0.00036579699202734617 5.949036442377262e-05 0.00047086914096945535 0.00026431966094307848 0.00043029016604074095 -0.00039340716324730773 0.00010731731277177951 -0.00064175876483701726
leaf_weight=0.0011048189029342842 0.0010341517124671455 0.001406194052748954 0.0019347376644042596 0.0012052019599477922 0.0018662863373270383 0.001314218509230082 0.0012852817275478352
leaf_count=509 147 211 538 213 409 200 894
internal_value=0 3.34079e-05 0.000149382 5.90795e-05 -5.86214e-05 -0.000171255 -0.000329097
internal_weight=0 0.0100461 0.00641242 0.00500623 0.00380102 0.00363365 0.00231943
internal_count=3121 2612 1371 1160 947 1241 1041
is_linear=0
shrinkage=0.00196078


Tree=5825
num_leaves=8
num_cat=0
split_feature=47 4 42 43 151 43 0
split_gain=1.56855e-05 5.23637e-05 4.01208e-05 5.05622e-05 8.26735e-05 8.63345e-05 6.42921e-05
threshold=0.12431000000000002 0.24564500000000003 -1.0000000180025095e-35 -0.084004999999999982 -0.0038099999999999996 0.016310000000000002 -0.10151999999999999
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 -4 -5 6 -6
right_child=-2 -3 3 4 5 -7 -8
leaf_value=-0.020914073153260913 -0.011864014531327821 0.016423963699086813 0.017714432994004738 0.019807227211338849 -0.0079465515368583161 0.0086771755851824586 -0.041769188313466578
leaf_weight=0.0010247076830886695 0.0010101043650300101 0.0018159616985534534 0.0013276699603159024 0.0010818869575724577 0.0012156052710929378 0.0013102848230400789 0.0010452608728446699
leaf_count=781 91 402 380 224 133 228 882
internal_value=0 0.00129147 -0.00263121 0.000501296 -0.0044102 -0.0117469 -0.0235837
internal_weight=0 0.00882138 0.00700542 0.00598071 0.00465304 0.00357115 0.00226087
internal_count=3121 3030 2628 1847 1467 1243 1015
is_linear=0
shrinkage=0.1


Tree=5826
num_leaves=9
num_cat=0
split_feature=15 16 49 48 15 3 0 16
split_gain=4.39427e-05 4.01243e-05 7.36232e-05 6.32651e-05 0.000116254 0.000143981 5.73062e-05 3.95426e-05
threshold=-0.24436499999999997 -0.092484999999999984 -0.047584999999999995 0.084855000000000014 -0.016799999999999995 0.10542000000000001 -0.11756999999999999 0.0073350000000000004
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 -3 7 -4 -6
right_child=1 3 6 -5 5 -7 -8 -9
leaf_value=0.00039198157065656081 0.00018731418893990775 -0.00058471162263500835 -0.00072558649424849864 0.00040517145307171373 0.00011107554715775705 0.00075114806431225809 -0.00011710045788779402 -0.00036158116802316237
leaf_weight=0.0010104125998357293 0.0012313975252673838 0.0011940780544223051 0.0011220855169736309 0.0015222433206253357 0.0014163485512580271 0.0010084347657787762 0.0012669338720803665 0.0013098418160471777
leaf_count=253 124 469 156 399 1021 56 328 315
internal_value=0 -3.69464e-05 -0.000202151 5.577e-05 -5.21435e-05 0.000118135 -0.000402897 -0.00011602
internal_weight=0 0.0100714 0.00362042 0.00645095 0.0049287 0.00373463 0.00238902 0.00272619
internal_count=3121 2868 608 2260 1861 1392 484 1336
is_linear=0
shrinkage=0.00196078


Tree=5827
num_leaves=9
num_cat=0
split_feature=15 0 2 1 2 52 16 42
split_gain=4.12201e-05 4.65981e-05 5.00498e-05 0.000126489 6.68773e-05 5.61674e-05 5.21822e-05 5.19503e-05
threshold=-0.24436499999999997 0.15398500000000004 0.092875000000000013 0.091785000000000019 0.089775000000000008 -0.0064899999999999992 -0.085589999999999986 0.08623500000000002
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 4 -4 5 -2 -5 -7
right_child=1 -3 3 6 -6 7 -8 -9
leaf_value=0.00037220222607077356 -0.00037977896701015998 0.00034344595868881963 -0.00073005002893094151 -0.00028844202673663675 0.00044086006871845031 -0.00012299689971758071 0.00033261422789913902 0.00042642774780757178
leaf_weight=0.0010062827305119858 0.0015925921097646963 0.0010687763540901734 0.0013989344139194301 0.0010072751357009576 0.0011764062543934591 0.0017881708323468498 0.0010755211838595572 0.0010502746840979457
leaf_count=253 572 55 604 136 235 622 251 393
internal_value=0 -4.38383e-05 -8.93783e-05 -0.00027403 2.52743e-05 -8.50605e-05 3.2261e-05 8.02999e-05
internal_weight=0 0.010158 0.00908917 0.00348173 0.00560744 0.00443104 0.0020828 0.00283845
internal_count=3121 2868 2813 991 1822 1587 387 1015
is_linear=0
shrinkage=0.00196078


Tree=5828
num_leaves=9
num_cat=0
split_feature=159 2 43 15 0 43 3 43
split_gain=3.67756e-05 4.12928e-05 5.15314e-05 7.68208e-05 9.26745e-05 5.95837e-05 4.59827e-05 2.6345e-05
threshold=-1.0000000180025095e-35 0.088225000000000012 0.016310000000000002 -0.031204999999999997 -0.18113999999999997 -0.084569999999999992 -0.078934999999999991 -0.0030899999999999994
decision_type=2 2 2 2 2 2 2 2
left_child=-1 6 3 4 -3 -5 -2 -8
right_child=1 2 -4 5 -6 -7 7 -9
leaf_value=-0.00034501174410071273 -0.00038675505528582178 -7.8458209545760097e-05 0.00043589088679904194 0.00011005735777621707 0.00068205609957964824 -0.00053962665964354267 0.0002786124410802605 -0.00016602885410772533
leaf_weight=0.0011030816541952827 0.0015696795828909326 0.0013800090177943402 0.0015737146776524016 0.0010001421424287345 0.0011127762234131461 0.0011866840833006194 0.0010382445497648788 0.0010113733331725927
leaf_count=509 870 88 274 150 528 331 206 165
internal_value=0 3.24783e-05 0.000128952 2.57306e-05 0.000261034 -0.000242495 -0.000134206 5.92065e-05
internal_weight=0 0.00987262 0.00625333 0.00467961 0.00249279 0.00218683 0.0036193 0.00204962
internal_count=3121 2612 1371 1097 616 481 1241 371
is_linear=0
shrinkage=0.00196078


Tree=5829
num_leaves=8
num_cat=0
split_feature=133 160 52 151 13 1 4
split_gain=1.5644e-05 4.4864e-05 4.13475e-05 4.86095e-05 4.9032e-05 5.21289e-05 3.98628e-05
threshold=-0.085499999999999979 -1.0000000180025095e-35 0.10347000000000002 -0.0083949999999999979 0.021350000000000004 0.10293500000000001 -0.013514999999999998
decision_type=2 2 2 2 2 2 2
left_child=-1 -2 3 -3 5 6 -5
right_child=1 2 -4 4 -6 -7 -8
leaf_value=0.010845153561505685 -0.015154213416436649 -0.02107394757156645 0.018620311692403253 0.012978713317901118 -0.015035565870877468 0.025186434709479257 -0.014334447477177513
leaf_weight=0.0011601082476144003 0.0018887578973938108 0.0010281939857726833 0.0012597150593887446 0.0010843594276017713 0.0011292918172986308 0.0012562487366876221 0.0010534781392098256
leaf_count=488 866 303 171 559 258 242 234
internal_value=0 -0.00151735 0.00226413 -0.00144728 0.003014 0.00901951 -0.000480596
internal_weight=0 0.00870005 0.00681129 0.00555157 0.00452338 0.00339409 0.00213784
internal_count=3121 2633 1767 1596 1293 1035 793
is_linear=0
shrinkage=0.1


Tree=5830
num_leaves=7
num_cat=0
split_feature=1 43 12 47 4 48
split_gain=1.48632e-05 4.18082e-05 2.95817e-05 5.31157e-05 8.42719e-05 5.72299e-05
threshold=0.077565000000000009 0.016310000000000002 -0.010834999999999999 0.096175000000000024 -0.011209999999999999 0.085325000000000012
decision_type=2 2 2 2 2 2
left_child=1 -1 -2 4 -4 -6
right_child=2 -3 3 -5 5 -7
leaf_value=-0.015497921603452591 0.017860887800831671 0.0073848289843424023 -0.015286150125300921 -0.018661794696194549 0.025333669860414756 -0.0038766720961844214
leaf_weight=0.0018434791183162759 0.0010737197022373125 0.0014084842408213509 0.0013887188980242645 0.0012232697512215892 0.0018389587507146063 0.0010558315988313249
leaf_count=1333 343 303 587 188 274 93
internal_value=0 -0.00558699 0.00267692 -0.000283671 0.00496469 0.0146796
internal_weight=0 0.00325196 0.0065805 0.00550678 0.00428351 0.00289479
internal_count=3121 1636 1485 1142 954 367
is_linear=0
shrinkage=0.1


Tree=5831
num_leaves=9
num_cat=0
split_feature=4 16 15 3 52 15 52 4
split_gain=3.97578e-05 5.38329e-05 9.57113e-05 4.9578e-05 4.48685e-05 6.37781e-05 4.06315e-05 6.36729e-05
threshold=-0.49405499999999997 -0.008904999999999998 -0.016799999999999995 -0.0087149999999999988 0.090245000000000006 0.088235000000000022 -0.049749999999999996 0.24564500000000003
decision_type=2 2 2 2 2 2 2 2
left_child=-1 4 -3 -4 5 6 -2 -8
right_child=1 2 3 -5 -6 -7 7 -9
leaf_value=-0.00037347682110900227 0.00020923558532269179 -0.00017388620485422613 0.00018123102374774771 0.00078035656677904314 -0.00040172508390776417 0.00039717445660943248 -0.00053792536328932145 3.7829120902721204e-05
leaf_weight=0.0010355251721587229 0.0010986019277676087 0.0013918880912533772 0.0010385490852819275 0.0010866302536529679 0.0012954027779791709 0.001227182334020924 0.0013907887524656057 0.0015745197379080759
leaf_count=156 209 500 361 74 591 296 668 266
internal_value=0 2.99345e-05 0.000225798 0.000487571 -7.4653e-05 5.42312e-06 -0.000112874 -0.000232211
internal_weight=0 0.0101036 0.00351707 0.00212518 0.0065865 0.00529109 0.00406391 0.00296531
internal_count=3121 2965 935 435 2030 1439 1143 934
is_linear=0
shrinkage=0.00196078


Tree=5832
num_leaves=7
num_cat=0
split_feature=16 160 43 0 48 52
split_gain=1.57533e-05 6.76637e-05 4.44539e-05 3.36036e-05 4.60077e-05 3.34424e-05
threshold=-0.008904999999999998 -0.071139999999999995 -0.074359999999999996 -0.11756999999999999 0.084170000000000009 1.0000000180025095e-35
decision_type=2 2 2 2 2 2
left_child=3 -2 -3 4 -1 -5
right_child=1 2 -4 5 -6 -7
leaf_value=-0.028231171571457166 0.025828450379768809 0.010157360125837272 -0.014546353237848454 0.011453157313737803 -0.0012357806883742375 -0.010044452707289549
leaf_weight=0.0010279117921713717 0.0011049877841970523 0.0013465491634074363 0.0015868345324401402 0.0019892539631359927 0.0016363094793373865 0.0011373720774282077
leaf_count=222 291 390 408 746 165 899
internal_value=0 0.00473826 -0.00320629 -0.00339887 -0.0116512 0.00363298
internal_weight=0 0.00403837 0.00293338 0.00579085 0.00266422 0.00312663
internal_count=3121 1089 798 2032 387 1645
is_linear=0
shrinkage=0.1


Tree=5833
num_leaves=7
num_cat=0
split_feature=3 51 0 2 15 3
split_gain=1.45967e-05 2.42792e-05 4.17519e-05 4.15183e-05 4.60653e-05 0.000113412
threshold=0.13524500000000003 0.08955500000000001 -0.17169499999999996 0.10402500000000002 -0.016799999999999995 -0.08824499999999999
decision_type=2 2 2 2 2 2
left_child=1 2 -1 4 -4 -6
right_child=-2 -3 3 -5 5 -7
leaf_value=0.015853416399488549 0.0094950249909863567 -0.015656975018671842 -0.012130659228892964 -0.021151460016625837 -0.014411072819749264 0.024390608142748002
leaf_weight=0.0014186028005941272 0.001377013305904771 0.0010737119086203272 0.0017842754605085034 0.0010627365121132562 0.0013013047602425602 0.0017886874751301266
leaf_count=140 192 348 724 463 378 876
internal_value=0 -0.00160989 0.000440591 -0.00324219 0.000662569 0.00804985
internal_weight=0 0.00842932 0.00735561 0.005937 0.00487427 0.00308999
internal_count=3121 2929 2581 2441 1978 1254
is_linear=0
shrinkage=0.1


Tree=5834
num_leaves=7
num_cat=0
split_feature=16 160 16 0 49 1
split_gain=1.45551e-05 5.62341e-05 4.32275e-05 2.95958e-05 4.34849e-05 3.35245e-05
threshold=-0.008904999999999998 -0.071139999999999995 0.38525000000000004 -0.11756999999999999 -0.026779999999999995 0.08844500000000001
decision_type=2 2 2 2 2 2
left_child=3 -2 -3 4 -1 -5
right_child=1 2 -4 5 -6 -7
leaf_value=0.0044120306141020495 0.02387925265223808 -0.013266284346060996 0.011306527438035185 -0.0078449148490285069 -0.021657990443239187 0.012967800740109021
leaf_weight=0.0010799513502967196 0.0010969994995105098 0.0016612992988742571 0.0012580021719123739 0.0014394122951886803 0.0015699118630959795 0.0016740042912396465
leaf_count=135 291 505 293 1124 252 521
internal_value=0 0.00457632 -0.00267723 -0.00326555 -0.0110332 0.00334555
internal_weight=0 0.0040163 0.0029193 0.00576328 0.00264986 0.00311342
internal_count=3121 1089 798 2032 387 1645
is_linear=0
shrinkage=0.1


Tree=5835
num_leaves=9
num_cat=0
split_feature=159 2 3 2 1 16 15 16
split_gain=3.97819e-05 6.37678e-05 6.16022e-05 6.7565e-05 0.000109409 4.42821e-05 5.27831e-05 4.01326e-05
threshold=-1.0000000180025095e-35 0.088225000000000012 -0.10831999999999999 0.10613000000000002 0.10937500000000001 -0.088394999999999987 -0.016799999999999995 -0.091114999999999988
decision_type=2 2 2 2 2 2 2 2
left_child=-1 5 -3 7 -5 -2 -7 -4
right_child=1 2 3 4 -6 6 -8 -9
leaf_value=-0.00036401748106334509 -0.00049530946552520073 0.00050451186891115518 0.0005156742082542882 -0.00062365320567694667 0.00021169400918584781 -0.00035645265950508807 0.00021757217880778588 1.7710822986586047e-05
leaf_weight=0.001092202071471972 0.0011471687502580294 0.0014461035395845053 0.0012646630340141624 0.0011603051571982446 0.0012546069387031984 0.001083936418187948 0.0014262447159409039 0.0012249554531036427
leaf_count=509 369 225 160 265 239 293 579 482
internal_value=0 3.00886e-05 0.000148865 4.4003e-05 -0.00018967 -0.000176156 -3.03009e-05 0.000270664
internal_weight=0 0.010008 0.00635063 0.00490453 0.00241491 0.00365735 0.00251018 0.00248962
internal_count=3121 2612 1371 1146 504 1241 872 642
is_linear=0
shrinkage=0.00196078


Tree=5836
num_leaves=9
num_cat=0
split_feature=4 43 13 2 2 15 43 0
split_gain=6.72676e-05 7.96579e-05 5.75476e-05 4.41713e-05 9.97836e-05 0.000124148 6.42392e-05 4.47711e-05
threshold=-0.49405499999999997 -0.24021999999999996 0.016935000000000002 0.089775000000000008 0.10803500000000001 -0.074054999999999996 -0.074359999999999996 -0.10151999999999999
decision_type=2 2 2 2 2 2 2 2
left_child=-1 -2 3 6 7 -6 -3 -5
right_child=1 2 -4 4 5 -7 -8 -9
leaf_value=-0.00047897434567651878 -0.00044534238269237106 0.00024029994269535 0.00054890403628091004 0.00016849650424588655 0.00024975994403419782 -0.00064012360145039354 -0.00034603677463947749 0.00071017684084730354
leaf_weight=0.0010433715040152917 0.0011355603216530686 0.0011295428953502322 0.0010014038497836416 0.0011028673851188439 0.0015120251624607785 0.0010022952195484973 0.001973667347891837 0.0012532956190415044
leaf_count=156 156 572 287 176 257 230 881 406
internal_value=0 4.39507e-05 0.000105858 5.02162e-05 0.000166707 -0.000104978 -0.000132615 0.000456628
internal_weight=0 0.0101107 0.0089751 0.00797369 0.00487048 0.00251432 0.00310321 0.00235616
internal_count=3121 2965 2809 2522 1069 487 1453 582
is_linear=0
shrinkage=0.00196078


Tree=5837
num_leaves=9
num_cat=0
split_feature=43 52 52 157 3 2 43 43
split_gain=5.37761e-05 0.000113053 0.000125435 5.63311e-05 7.21644e-05 5.71564e-05 0.000113261 8.83446e-05
threshold=0.16180500000000003 0.15915500000000002 0.10024500000000001 -0.072409999999999988 0.11296500000000002 0.088225000000000012 -0.016814999999999997 -0.074359999999999996
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 7 -7 -5
right_child=-2 -3 -4 4 -6 6 -8 -9
leaf_value=0.00043417813950938052 -0.00043232067449402274 -0.00058171212407020947 0.00069408239187892704 0.00019812032241715369 -0.00045762286835972812 -0.00026167569346840635 0.00056129712640694957 -0.00048675224656430225
leaf_weight=0.0010890976714700634 0.0010170665697965516 0.0010128113078133093 0.0012202201850230023 0.0014628307848169669 0.0013224657424803872 0.0010263471734715602 0.0017210637248971322 0.0014339993146261114
leaf_count=362 218 344 220 397 172 483 300 625
internal_value=0 4.03071e-05 0.000108223 1.94821e-05 -4.53469e-05 5.12508e-05 0.00025386 -0.000140908
internal_weight=0 0.0102888 0.00927602 0.0080558 0.00696671 0.00564424 0.00274741 0.00289683
internal_count=3121 2903 2559 2339 1977 1805 783 1022
is_linear=0
shrinkage=0.00196078


Tree=5838
num_leaves=7
num_cat=0
split_feature=42 160 49 42 0 12
split_gain=1.54273e-05 2.62974e-05 3.87635e-05 6.0437e-05 3.95683e-05 7.89384e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.081404999999999991 0.091545000000000015 -0.14920999999999998 0.088365000000000013
decision_type=2 2 2 2 2 2
left_child=-1 -2 -3 4 -4 -6
right_child=1 2 3 -5 5 -7
leaf_value=-0.0088304461555983229 -0.0087165805616280356 0.022506070973158987 -0.0064147516841313954 -0.017983856366167179 0.031240399409677246 -0.00329554319745125
leaf_weight=0.0016632705092972455 0.0018592770582240691 0.0010353719540530919 0.0013865485150333376 0.0012381898269830599 0.0013601279634436118 0.0012890913505038877
leaf_count=862 828 151 125 462 473 220
internal_value=0 0.00173549 0.00481557 0.00134261 0.00727205 0.0144355
internal_weight=0 0.00816861 0.00630933 0.00527396 0.00403577 0.00264922
internal_count=3121 2259 1431 1280 818 693
is_linear=0
shrinkage=0.1


Tree=5839
num_leaves=8
num_cat=0
split_feature=2 13 1 13 52 2 52
split_gain=1.49415e-05 4.31988e-05 5.17434e-05 3.68393e-05 3.54242e-05 4.65075e-05 2.73836e-05
threshold=0.099185000000000009 -0.08971999999999998 0.10557500000000002 -0.086589999999999986 0.08976000000000002 0.084245000000000014 -0.020999999999999994
decision_type=2 2 2 2 2 2 2
left_child=3 -2 -3 -1 5 6 -5
right_child=1 2 -4 4 -6 -7 -8
leaf_value=-0.018705947334451346 0.018968192438967357 -0.020439429043262632 0.0084687513512699802 0.017190796291900796 0.016535680966257214 -0.018503618262204209 -0.0054260143997384679
leaf_weight=0.0012217444753778468 0.0013813172657630886 0.0010220102687116778 0.0015708737463122819 0.0010008749955340767 0.0010944323109332906 0.0013650382796255435 0.0011509397695386634
leaf_count=482 200 457 262 213 405 697 405
internal_value=0 0.00468399 -0.00292569 -0.00326657 0.000824035 -0.00406537 0.00509376
internal_weight=0 0.0039742 0.00259288 0.00583303 0.00461129 0.00351685 0.00215181
internal_count=3121 919 719 2202 1720 1315 618
is_linear=0
shrinkage=0.1


Tree=5840
num_leaves=8
num_cat=0
split_feature=457 1 4 15 12 15 1
split_gain=1.40695e-05 3.61736e-05 5.09879e-05 3.53714e-05 4.07388e-05 2.72605e-05 2.21393e-05
threshold=0.069910000000000014 0.111945 -0.0029599999999999995 1.0000000180025095e-35 0.085885000000000017 -0.10324499999999999 0.092695000000000013
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 4 -1 -3 -4
right_child=-2 5 6 -5 -6 -7 -8
leaf_value=0.024260929673539138 0.0097545468913731379 0.020968270294858322 -0.0077082443137729308 -0.011025544452489593 -0.0026687509108285551 -0.00029953510970945769 -0.026818553464524997
leaf_weight=0.0010225184456141268 0.001275250632653561 0.001043557101197426 0.0012628969535411539 0.001339651319949954 0.0012466276322047501 0.0014265518606107483 0.0011658528155496523
leaf_count=314 267 250 491 1061 389 205 144
internal_value=0 -0.00150888 -0.00567967 0.00185932 0.00946625 0.00868556 -0.0168816
internal_weight=0 0.00850766 0.00603755 0.0036088 0.00226915 0.00247011 0.00242875
internal_count=3121 2854 2399 1764 703 455 635
is_linear=0
shrinkage=0.1


Tree=5841
num_leaves=10
num_cat=0
split_feature=47 47 43 16 159 1 43 2 4
split_gain=8.79805e-05 9.52786e-05 4.67801e-05 0.000127621 7.09217e-05 6.27101e-05 0.000116788 6.85997e-05 3.80331e-05
threshold=0.13148500000000005 0.10254000000000001 -0.17390999999999998 0.22339500000000004 0.076905000000000015 0.11212500000000002 -0.014584999999999999 0.098260000000000014 0.0061450000000000003
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 6 -4 8 -8
right_child=-2 -3 3 -5 -6 -7 7 -9 -10
leaf_value=0.00032810206259878719 -0.00057146372667027758 0.00059334502853205205 -0.00050491925525051804 -0.0006873528772931071 0.00045581114328280579 -0.00050500181609267807 -0.00016528461511884553 0.00062600562912041376 0.00030642446180240282
leaf_weight=0.0012472134951615468 0.0010040274806173534 0.0010606748157034824 0.0012141267588462877 0.0011439482475579599 0.001186454570129958 0.0010463600596344325 0.0015778510836807441 0.0010291066190675196 0.0011262259588837309
leaf_count=189 65 187 872 346 408 174 636 152 92
internal_value=0 3.57552e-05 -2.6036e-05 -7.90973e-05 1.78109e-05 -6.88918e-05 2.33459e-05 0.000195151 3.11784e-05
internal_weight=0 0.010632 0.00957129 0.00832407 0.00718013 0.00599367 0.00494731 0.00373318 0.00270408
internal_count=3121 3056 2869 2680 2334 1926 1752 880 728
is_linear=0
shrinkage=0.00196078


Tree=5842
num_leaves=8
num_cat=0
split_feature=52 52 160 15 133 3 4
split_gain=1.6324e-05 3.49183e-05 4.035e-05 3.52226e-05 6.59313e-05 9.65383e-05 2.8477e-05
threshold=-0.24164999999999998 -0.081429999999999989 0.050340000000000003 -0.11713499999999999 1.0000000180025095e-35 -0.10115999999999999 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2
left_child=-1 -2 3 -3 5 -5 -7
right_child=1 2 -4 4 -6 6 -8
leaf_value=-0.01215333361785235 0.017880475517536503 -0.011433686133634473 -0.018809733169215342 0.038949091935009998 -0.012843245097986639 0.012589151025295404 -0.0081240170474165541
leaf_weight=0.0010005735811917668 0.0011129680209185566 0.0015245238270731234 0.0010989843273798705 0.0010244845911222345 0.0013679553547840265 0.0014084957140658629 0.0012552986263676827
leaf_count=374 397 371 216 113 682 727 241
internal_value=0 0.0013267 -0.00107231 0.00188983 0.00590706 0.0128614 0.00282818
internal_weight=0 0.00879271 0.00767974 0.00658076 0.00505623 0.00368828 0.00266379
internal_count=3121 2747 2350 2134 1763 1081 968
is_linear=0
shrinkage=0.1


Tree=5843
num_leaves=7
num_cat=0
split_feature=4 151 12 0 2 2
split_gain=1.45523e-05 2.48102e-05 4.50804e-05 5.82088e-05 3.72295e-05 3.41263e-05
threshold=0.27287000000000006 -0.024429999999999997 0.088305000000000008 -0.019414999999999998 0.088850000000000012 0.088555000000000009
decision_type=2 2 2 2 2 2
left_child=1 -1 3 4 -3 -4
right_child=-2 2 5 -5 -6 -7
leaf_value=0.011083795452412292 0.0092166167776472387 -0.031464673031629996 0.0155817622007245 0.0094349544762464405 -0.00850310343858845 -0.0052823611332452535
leaf_weight=0.0012918814508719959 0.0014459084777169754 0.0012457283578150658 0.0015345326784377033 0.0010121142444320368 0.0016301797744111988 0.0016027508860825981
leaf_count=451 352 674 516 129 290 709
internal_value=0 -0.00165265 -0.00399475 -0.0111905 -0.0184491 0.00492286
internal_weight=0 0.00831719 0.00702531 0.00388802 0.00287591 0.00313728
internal_count=3121 2769 2318 1093 964 1225
is_linear=0
shrinkage=0.1


Tree=5844
num_leaves=9
num_cat=0
split_feature=4 43 2 2 3 2 52 13
split_gain=4.94379e-05 6.24813e-05 4.65071e-05 0.000113194 4.89228e-05 4.53146e-05 4.57614e-05 5.82886e-05
threshold=-0.49405499999999997 -0.24021999999999996 0.099185000000000009 0.11215000000000001 0.12178000000000001 0.091185000000000002 -0.0064899999999999992 -0.0039049999999999992
decision_type=2 2 2 2 2 2 2 2
left_child=-1 -2 5 -4 -5 6 -3 -8
right_child=1 2 3 4 -6 -7 7 -9
leaf_value=-0.00042303656416816889 -0.000410851219985481 -0.00019772757822147623 0.00074091866004457479 0.00028853542240115304 -0.00026529874079124786 -0.0003827247873529074 -4.3221772535270284e-05 0.00056859817714179951
leaf_weight=0.0010036486220949764 0.0010816338186769104 0.0015515826253553488 0.0012331464987885604 0.0012311380119308869 0.001221749420902557 0.0011125548992909377 0.0013222853576111472 0.0010940094647653711
leaf_count=156 156 576 298 352 155 350 858 220
internal_value=0 3.37808e-05 8.86408e-05 0.000256308 1.26783e-05 -3.30076e-05 6.50498e-05 0.000233788
internal_weight=0 0.0098481 0.00876647 0.00368603 0.00245289 0.00508043 0.00396788 0.00241629
internal_count=3121 2965 2809 805 507 2004 1654 1078
is_linear=0
shrinkage=0.00196078


Tree=5845
num_leaves=9
num_cat=0
split_feature=43 52 52 42 1 13 2 15
split_gain=5.3019e-05 0.000111199 0.000119646 5.84947e-05 0.000108012 5.99386e-05 0.000100643 0.000101299
threshold=0.16180500000000003 0.15915500000000002 0.10024500000000001 0.091295000000000015 1.0000000180025095e-35 -0.0025349999999999995 0.10774000000000002 -0.096999999999999989
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 -6 7 -7
right_child=-2 -3 -4 -5 5 6 -8 -9
leaf_value=-0.00055435375589001459 -0.00043151630550211341 -0.00058660074990080449 0.0006808099249311732 0.00039206423857535264 0.00038729763216032597 0.00063526416453777411 -0.00055154230349630732 -0.00015275284124118601
leaf_weight=0.0013510248567448228 0.0010358719685203141 0.0010021549816071644 0.0011921611375887804 0.0013254649208475919 0.0015763003301150981 0.0010006874296817603 0.0011522800146076578 0.0016803477622942312
leaf_count=954 218 344 220 452 457 60 144 272
internal_value=0 3.38976e-05 0.000100918 1.54229e-05 -5.842e-05 6.5437e-05 -6.69155e-05 0.000141372
internal_weight=0 0.0102804 0.00927827 0.00808611 0.00676064 0.00540962 0.00383332 0.00268104
internal_count=3121 2903 2559 2339 1887 933 476 332
is_linear=0
shrinkage=0.00196078


Tree=5846
num_leaves=8
num_cat=0
split_feature=13 403 160 3 1 133 0
split_gain=1.41495e-05 2.75391e-05 5.51205e-05 4.10319e-05 6.68994e-05 6.18364e-05 4.32568e-05
threshold=0.19762500000000002 0.03138500000000001 -0.079874999999999988 -0.10023499999999998 0.094385000000000011 0.083950000000000011 -0.16360999999999995
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 -4 5 -5 -6
right_child=-2 -3 3 4 6 -7 -8
leaf_value=-0.020084937799103517 -0.010773705057173217 0.015820781860515009 0.017645668940621664 -0.025277105827783621 -0.0037783360711564334 0.0060566252543876745 0.023998668463960076
leaf_weight=0.0012484745739573698 0.0010938002981207137 0.0011347221550231023 0.0014544815010266356 0.0015351276367440007 0.0010459360863620632 0.0010679990221023408 0.0012083156947741915
leaf_count=585 150 343 280 689 95 514 465
internal_value=0 0.00129417 -0.000886109 0.00291139 -0.00150061 -0.0124216 0.0111106
internal_weight=0 0.00869506 0.00756033 0.00631186 0.00485738 0.00260313 0.00225425
internal_count=3121 2971 2628 2043 1763 1203 560
is_linear=0
shrinkage=0.1


Tree=5847
num_leaves=8
num_cat=0
split_feature=11 2 52 52 2 2 12
split_gain=1.58575e-05 3.02517e-05 4.38092e-05 5.36585e-05 0.000150854 4.03932e-05 4.90615e-05
threshold=0.076920000000000002 0.089775000000000008 -0.013374999999999998 0.10347000000000002 0.10613000000000002 0.081685000000000021 0.051320000000000005
decision_type=2 2 2 2 2 2 2
left_child=1 5 -3 4 -4 6 -1
right_child=-2 2 3 -5 -6 -7 -8
leaf_value=0.016422174227057645 -0.011719970200141238 0.019487147196519825 0.016325137868325641 0.01522605304137236 -0.037165611477623345 -0.022176569834227059 -0.011681024661616631
leaf_weight=0.0011439411100687006 0.0010401670162191136 0.0016813969032840452 0.0010638891915896796 0.0013716072117381747 0.0010451897996951718 0.0010538413654237896 0.0013593906490335949
leaf_count=196 226 500 254 332 203 865 545
internal_value=0 0.00134291 0.00623253 -0.000170316 -0.0101831 -0.00575279 0.00116122
internal_weight=0 0.00871926 0.00516208 0.00348069 0.00210908 0.00355717 0.00250333
internal_count=3121 2895 1289 789 457 1606 741
is_linear=0
shrinkage=0.1


Tree=5848
num_leaves=7
num_cat=0
split_feature=42 51 49 42 16 13
split_gain=1.46244e-05 2.54135e-05 3.06955e-05 6.57301e-05 4.67867e-05 3.8484e-05
threshold=-1.0000000180025095e-35 -0.076794999999999988 -0.081404999999999991 0.091545000000000015 -0.094359999999999986 -0.036034999999999991
decision_type=2 2 2 2 2 2
left_child=-1 -2 -3 4 -4 -6
right_child=1 2 3 -5 5 -7
leaf_value=-0.0086302575440194932 -0.012105727675738986 0.019898206570084842 -0.0067965619527155241 -0.02128506420144179 0.00092135207225552639 0.023507307622747692
leaf_weight=0.0016483920681430739 0.0011435803698488026 0.0010316614951601877 0.0017684400943810633 0.0010652055197948778 0.0013409001486919402 0.0017247753498889867
leaf_count=862 422 171 358 547 569 192
internal_value=0 0.00170564 0.00398446 0.00120149 0.00615644 0.0136284
internal_weight=0 0.00807456 0.00693098 0.00589932 0.00483412 0.00306568
internal_count=3121 2259 1837 1666 1119 761
is_linear=0
shrinkage=0.1


Tree=5849
num_leaves=9
num_cat=0
split_feature=159 2 0 3 15 43 0 43
split_gain=3.98585e-05 5.42709e-05 6.25184e-05 8.88614e-05 4.15186e-05 9.22439e-05 6.99931e-05 4.87057e-05
threshold=-1.0000000180025095e-35 0.088225000000000012 -0.10607499999999999 -0.078934999999999991 -0.074054999999999996 0.016310000000000002 -0.18113999999999997 -0.084569999999999992
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 6 7 -3 -6
right_child=1 4 3 -5 5 -7 -8 -9
leaf_value=-0.00036008780275069354 0.00023279766454195811 5.0804331846140461e-05 -0.00072908954622993773 9.5022652964915654e-06 0.00012894122156611022 0.00042191364060024711 0.00074362914208111173 -0.00042568524580466989
leaf_weight=0.0010898892065174292 0.0011088657041586681 0.0012669908215091619 0.0011466227724619272 0.0013800329724286296 0.0010241753318325979 0.0014345830962477117 0.0010055594716739079 0.0015007874580344701
leaf_count=509 135 71 814 292 200 173 492 435
internal_value=0 3.50502e-05 -0.000155338 -0.000325678 0.000146114 2.48679e-05 0.000357366 -0.000200718
internal_weight=0 0.00986762 0.00363552 0.00252666 0.0062321 0.00395955 0.00227255 0.00252496
internal_count=3121 2612 1241 1106 1371 808 563 635
is_linear=0
shrinkage=0.00196078


Tree=5850
num_leaves=8
num_cat=0
split_feature=4 42 49 0 52 12 160
split_gain=1.50952e-05 2.35964e-05 3.97669e-05 5.33024e-05 4.71513e-05 4.4838e-05 4.09948e-05
threshold=0.27287000000000006 0.092145000000000019 -0.00064499999999999985 -0.083914999999999976 0.08976000000000002 0.080890000000000017 0.079055000000000014
decision_type=2 2 2 2 2 2 2
left_child=1 2 6 5 -5 -4 -1
right_child=-2 -3 3 4 -6 -7 -8
leaf_value=-0.024090542318307692 0.0093814556636085972 -0.014412886251498357 0.0032174105632614366 -0.017138055171765931 0.0090873357114872096 0.032407179137031651 0.0032962854999422139
leaf_weight=0.0011133543644158265 0.0014462590351942825 0.0012397017952785975 0.0010705472407370707 0.0013264386917706075 0.0014189475504438566 0.001035016845212127 0.0010736428785389448
leaf_count=340 352 544 165 652 242 649 177
internal_value=0 -0.00169151 0.000549303 0.00559648 -0.00358351 0.017566 -0.0106458
internal_weight=0 0.00827765 0.00703795 0.00485095 0.00274539 0.00210556 0.002187
internal_count=3121 2769 2225 1708 894 814 517
is_linear=0
shrinkage=0.1


Tree=5851
num_leaves=8
num_cat=0
split_feature=159 2 43 15 0 43 43
split_gain=4.50611e-05 4.41478e-05 5.12985e-05 8.05103e-05 9.79693e-05 5.31665e-05 4.17989e-05
threshold=-1.0000000180025095e-35 0.088225000000000012 0.016310000000000002 -0.031204999999999997 -0.18113999999999997 -0.053764999999999993 -0.074359999999999996
decision_type=2 2 2 2 2 2 2
left_child=-1 6 3 4 -3 -5 -2
right_child=1 2 -4 5 -6 -7 -8
leaf_value=-0.00038535508723951703 8.1715830443271603e-05 -7.5729357251564682e-05 0.00044924829356383754 6.57158309014201e-05 0.00071217578301909792 -0.00055636956264413877 -0.00034642410098025591
leaf_weight=0.0010778168019399169 0.0017102527953485301 0.0013602135973881397 0.0015284803009791023 0.0010529384642468773 0.001095316945931092 0.0010598791020721252 0.0017987963379503551
leaf_count=509 514 88 274 203 528 278 727
internal_value=0 3.746e-05 0.000138306 3.42707e-05 0.000275725 -0.000246349 -0.000137756
internal_weight=0 0.00960588 0.00609683 0.00456835 0.00245553 0.00211282 0.00350905
internal_count=3121 2612 1371 1097 616 481 1241
is_linear=0
shrinkage=0.00196078


Tree=5852
num_leaves=8
num_cat=0
split_feature=52 3 42 49 1 15 3
split_gain=1.58164e-05 2.58268e-05 5.26178e-05 5.0106e-05 5.13512e-05 0.000131713 0.000115625
threshold=0.15116000000000002 -0.14477499999999996 0.091295000000000015 -0.054984999999999992 1.0000000180025095e-35 -0.016799999999999995 0.10542000000000001
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 -3 -5 6 -6
right_child=-2 2 -4 4 5 -7 -8
leaf_value=-0.012880165844965045 -0.011513234615010052 -0.018048883968509576 0.02184005249340331 -0.010013596526293488 0.02095983398174521 0.040057798317004317 -0.024790666199706976
leaf_weight=0.0011079336978977667 0.0010698298175988346 0.0012710019902272334 0.0012921450920863643 0.0016826263048432765 0.0010760403243280292 0.0010815521922453411 0.0011351667791657952
leaf_count=253 377 262 538 1033 225 289 144
internal_value=0 0.001376 0.00347122 -0.00032861 0.00419818 0.0114605 -0.00252709
internal_weight=0 0.00864647 0.00753853 0.00624639 0.00497539 0.00329276 0.00221121
internal_count=3121 2744 2491 1953 1691 658 369
is_linear=0
shrinkage=0.1


Tree=5853
num_leaves=8
num_cat=0
split_feature=2 13 1 13 52 16 2
split_gain=1.77661e-05 3.83734e-05 4.57208e-05 3.65125e-05 3.18765e-05 2.47101e-05 4.41566e-05
threshold=0.099185000000000009 -0.08971999999999998 0.10557500000000002 -0.086589999999999986 -0.085984999999999992 -0.094359999999999986 0.082850000000000021
decision_type=2 2 2 2 2 2 2
left_child=3 -2 -3 -1 -5 -6 -7
right_child=1 2 -4 4 5 6 -8
leaf_value=-0.019084435690979035 0.018708062583538437 -0.018689885006589739 0.008669342424315123 -0.01440449945455185 -0.0065465159624506532 -0.0040140518470368472 0.023937566473150117
leaf_weight=0.0012010894517664253 0.0013628179745191356 0.001004920682960453 0.0015574704037645503 0.0010887183890680662 0.0011779340286734927 0.0010323357433682568 0.001248921947165766
leaf_count=482 200 457 262 367 246 413 694
internal_value=0 0.00515032 -0.00206042 -0.0035769 0.000518589 0.00521536 0.0112886
internal_weight=0 0.00392521 0.00256239 0.005749 0.00454791 0.00345919 0.00228126
internal_count=3121 919 719 2202 1720 1353 1107
is_linear=0
shrinkage=0.1


Tree=5854
num_leaves=9
num_cat=0
split_feature=50 15 457 16 43 160 43 2
split_gain=4.95125e-05 5.71581e-05 5.54783e-05 7.49323e-05 7.07955e-05 4.76168e-05 8.56512e-05 6.37889e-05
threshold=0.088425000000000017 -0.15026499999999995 0.088350000000000026 -0.084119999999999986 0.0010100000000000003 -0.027994999999999996 -0.074359999999999996 0.098260000000000014
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 -5 -7 -8
right_child=-2 2 -4 5 -6 6 7 -9
leaf_value=0.00043124903259824824 -0.00040429430281966548 -0.00057423501116827278 0.00041027303171794994 0.00038562802712306568 7.6473519849179828e-05 0.00028710938748337337 -0.00063885881132919172 4.6106367392577226e-05
leaf_weight=0.0012233219474223527 0.0010991240190307517 0.0017564730605258592 0.0010153004441463857 0.0013176679139024938 0.0010138780121599356 0.0016442821599254769 0.0010913744399166892 0.001003210626557138
leaf_count=326 560 455 143 418 160 441 392 226
internal_value=0 3.40025e-05 -2.09568e-05 -7.68958e-05 -0.000336092 6.51115e-05 -4.78463e-05 -0.000310792
internal_weight=0 0.0100655 0.00884219 0.00782689 0.00277035 0.00505654 0.00373887 0.00209459
internal_count=3121 2561 2235 2092 615 1477 1059 618
is_linear=0
shrinkage=0.00196078


Tree=5855
num_leaves=8
num_cat=0
split_feature=159 2 3 51 43 4 0
split_gain=3.73132e-05 5.33582e-05 4.54916e-05 3.98955e-05 7.44521e-05 8.06099e-05 5.35238e-05
threshold=-1.0000000180025095e-35 0.088225000000000012 -0.078934999999999991 0.078435000000000019 0.016310000000000002 -0.059649999999999988 -0.15202999999999997
decision_type=2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 -3 -7
right_child=1 3 -4 -5 -6 6 -8
leaf_value=-0.0003610043437213983 -0.00042165702734871859 -0.00052218015003909 3.2951305892023893e-05 0.00045073857493156683 0.00043043624968460624 -0.00017071522277362577 0.00044620178839269663
leaf_weight=0.0010335826625312043 0.0014888827028797153 0.0011479417363110494 0.0019608169971241638 0.0012732735664120996 0.0014515799345504224 0.0011460980676275693 0.0010236029595992518
leaf_count=509 870 250 371 242 243 109 527
internal_value=0 3.13083e-05 -0.000163257 0.000142387 6.00637e-05 -0.000101987 0.000120329
internal_weight=0 0.0094922 0.0034497 0.0060425 0.00476922 0.00331764 0.0021697
internal_count=3121 2612 1241 1371 1129 886 636
is_linear=0
shrinkage=0.00196078


Tree=5856
num_leaves=8
num_cat=0
split_feature=50 15 47 3 12 52 43
split_gain=1.48595e-05 3.31494e-05 3.1175e-05 5.91465e-05 5.09281e-05 4.18863e-05 2.0317e-05
threshold=0.079410000000000008 -0.15026499999999995 0.096175000000000024 0.10542000000000001 0.092355000000000007 -0.0064899999999999992 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 4 5 -3 -7
right_child=-2 2 -4 -5 -6 6 -8
leaf_value=0.018101267745521298 -0.01092728756810901 -0.010529448225730126 -0.015186443900181396 0.020458212022213006 -0.023055856372576622 0.00013423998171888528 0.018973805480198135
leaf_weight=0.0010398065943085016 0.0011111469711789562 0.0015735151489959364 0.0012768418200586112 0.0013544547783011958 0.0010182785103886836 0.0010295398420568204 0.0012892402903678822
leaf_count=318 609 565 185 135 587 514 208
internal_value=0 0.00136283 -0.000944924 0.00195756 -0.00314536 0.0020635 0.010609
internal_weight=0 0.00858168 0.00754187 0.00626503 0.00491057 0.0038923 0.00231878
internal_count=3121 2512 2194 2009 1874 1287 722
is_linear=0
shrinkage=0.1


Tree=5857
num_leaves=8
num_cat=0
split_feature=457 1 52 13 16 4 47
split_gain=1.48581e-05 3.97403e-05 4.32943e-05 5.56836e-05 5.07617e-05 3.34536e-05 2.06947e-05
threshold=0.069910000000000014 0.111945 0.10160000000000001 -0.090639999999999984 -1.0000000180025095e-35 -0.0029599999999999995 0.085770000000000027
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 -1 5 -5 -3
right_child=-2 6 -4 4 -6 -7 -8
leaf_value=0.016233655579955444 0.010073493718475121 0.019426186441472568 -0.021626580366863921 0.013257418930635097 -0.026003470684642999 -0.011302916278898097 0.00091780308928585087
leaf_weight=0.0012966847053426673 0.0012626418675169707 0.0010908577376970545 0.0013616562222540218 0.0010611376378390808 0.0010802449934270326 0.0011617917665952527 0.0013539180143690404
leaf_count=244 267 306 491 862 516 286 149
internal_value=0 -0.0015605 -0.00596356 -0.00132697 -0.00822052 0.000421206 0.00917623
internal_weight=0 0.00840629 0.00596152 0.00459986 0.00330317 0.00222293 0.00244478
internal_count=3121 2854 2399 1908 1664 1148 455
is_linear=0
shrinkage=0.1


Tree=5858
num_leaves=8
num_cat=0
split_feature=484 160 133 42 47 48 16
split_gain=1.49753e-05 3.5251e-05 6.25463e-05 4.3857e-05 4.15372e-05 5.06021e-05 8.04911e-05
threshold=0.085515000000000022 -1.0000000180025095e-35 -1.0000000180025095e-35 0.088060000000000013 0.09550500000000002 0.086035000000000014 -0.078844999999999985
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 6 -4
right_child=-2 2 3 -5 -6 -7 -8
leaf_value=-0.017239493981561538 0.011470304877707581 -0.021867151170248671 0.02379340476524161 0.019018736144177865 0.016686583372658888 -0.023334760581494668 -0.012266544423176678
leaf_weight=0.0012066988154435 0.0010120508743900599 0.0010156836911974767 0.0010464114908888681 0.0016279591289681131 0.0011387009797141114 0.0010813430894704586 0.0015155289818128074
leaf_count=659 341 709 259 485 104 176 388
internal_value=0 -0.00138731 0.00118874 0.00484205 1.57958e-05 -0.00519463 0.00246196
internal_weight=0 0.00863233 0.00742563 0.00640994 0.00478198 0.00364328 0.00256194
internal_count=3121 2780 2121 1412 927 823 647
is_linear=0
shrinkage=0.1


Tree=5859
num_leaves=8
num_cat=0
split_feature=11 2 52 52 2 2 12
split_gain=1.39628e-05 2.68266e-05 3.87836e-05 4.93062e-05 0.000122106 3.66376e-05 3.95606e-05
threshold=0.076920000000000002 0.089775000000000008 -0.013374999999999998 0.10347000000000002 0.10613000000000002 0.081685000000000021 0.051320000000000005
decision_type=2 2 2 2 2 2 2
left_child=1 5 -3 4 -4 6 -1
right_child=-2 2 3 -5 -6 -7 -8
leaf_value=0.014908222291895663 -0.011065801091588664 0.018456405594996905 0.014234743734691101 0.014686680014041865 -0.034317010983249865 -0.021301391714499442 -0.010483277835619701
leaf_weight=0.0011323097686606444 0.0010250496782715389 0.0016615138824161838 0.0010438965264564861 0.0013528664678379679 0.0010282085930331754 0.0010298001434724952 0.0013394542170705468
leaf_count=196 226 500 254 332 203 865 545
internal_value=0 0.00128224 0.00591946 -0.000162433 -0.00985734 -0.00545394 0.00114851
internal_weight=0 0.00858805 0.00508649 0.00342497 0.00207211 0.00350156 0.00247176
internal_count=3121 2895 1289 789 457 1606 741
is_linear=0
shrinkage=0.1


Tree=5860
num_leaves=8
num_cat=0
split_feature=4 0 1 13 49 47 1
split_gain=3.1015e-05 7.5289e-05 5.06602e-05 4.59302e-05 5.2296e-05 9.38887e-05 3.26094e-05
threshold=-0.49013999999999996 1.0000000180025095e-35 0.077565000000000009 -0.084154999999999994 -0.054984999999999992 0.09585500000000001 0.095285000000000022
decision_type=2 2 2 2 2 2 2
left_child=-1 2 -2 -4 -5 6 -6
right_child=1 -3 3 4 5 -7 -8
leaf_value=-0.0003348470733883974 -0.00032029594364542385 0.00049348691069941552 0.00032658615093125796 -0.00041751836321882841 4.9880784238050358e-05 -0.00033610281841365918 0.00049789240324739446
leaf_weight=0.0010178584904194056 0.0019075894507358014 0.0011616932563506899 0.0016446467702575952 0.0011536645953441477 0.0011780054067134895 0.0014742181747504951 0.0013296953672068726
leaf_count=169 1551 173 360 146 303 163 256
internal_value=0 2.4676e-05 -3.80112e-05 4.14085e-05 -4.99184e-05 5.65848e-05 0.000287437
internal_weight=0 0.00984951 0.00868782 0.00678023 0.00513558 0.00398192 0.0025077
internal_count=3121 2952 2779 1228 868 722 559
is_linear=0
shrinkage=0.00196078


Tree=5861
num_leaves=9
num_cat=0
split_feature=0 1 15 12 47 4 16 15
split_gain=4.52693e-05 5.62445e-05 8.20186e-05 3.36248e-05 7.70433e-05 8.61593e-05 6.70151e-05 4.59942e-05
threshold=0.15398500000000004 0.077565000000000009 0.088235000000000022 -0.010834999999999999 0.10904500000000002 -0.033174999999999989 -0.095964999999999981 -0.095869999999999983
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 -1 -3 5 -5 -7 -8
right_child=-2 3 -4 4 -6 6 7 -9
leaf_value=-0.00060020470090573039 0.00038841951302668432 0.00034355245119807495 0.00010613943965386275 -0.00034658318626209301 -0.00051024690989339924 0.0005707790193798367 -0.00027740832019213229 0.00028404763956394981
leaf_weight=0.0014687440440032215 0.0010093698113029749 0.0011823076151173577 0.001109454367767405 0.0013261532755777577 0.0010165559307211179 0.0014165893064877156 0.0010352940207388108 0.0012243648470448339
leaf_count=1190 60 335 402 532 122 204 80 196
internal_value=0 -4.77311e-05 -0.00029625 4.12436e-05 -1.81391e-05 8.18638e-05 0.00023642 2.68088e-05
internal_weight=0 0.00977946 0.0025782 0.00720126 0.00601896 0.0050024 0.00367625 0.00225966
internal_count=3121 3061 1592 1469 1134 1012 480 276
is_linear=0
shrinkage=0.00196078


Tree=5862
num_leaves=8
num_cat=0
split_feature=48 48 1 4 42 4 16
split_gain=4.71843e-05 7.3356e-05 8.43342e-05 5.67788e-05 7.08724e-05 6.83042e-05 6.01824e-05
threshold=0.11951500000000001 0.092475000000000016 0.111945 -1.0000000180025095e-35 0.086325000000000013 -0.084369999999999987 -0.094359999999999986
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 4 5 -1 -5
right_child=-2 -3 -4 6 -6 -7 -8
leaf_value=-0.00012754988316717494 -0.00041021528910019741 0.0004931658831180875 0.00033240575982011202 -0.00065906611776320862 -0.00041416739583650291 0.00044819358027454136 -3.8893152259978831e-05
leaf_weight=0.0016156211285401655 0.0010077842674287929 0.0011834022547191373 0.0019451632686480315 0.0012976734147306728 0.0011461625000801687 0.0015544621578423843 0.0011215295166615324
leaf_count=466 114 251 374 278 690 682 266
internal_value=0 3.52036e-05 -2.7229e-05 -0.00013109 3.68944e-06 0.000154768 -0.000371557
internal_weight=0 0.00986401 0.00868061 0.00673545 0.00431625 0.00317008 0.0024192
internal_count=3121 3007 2756 2382 1838 1148 544
is_linear=0
shrinkage=0.00196078


Tree=5863
num_leaves=8
num_cat=0
split_feature=157 160 133 43 3 0 0
split_gain=1.3836e-05 5.87235e-05 5.6751e-05 4.00004e-05 8.19049e-05 5.18652e-05 8.06354e-05
threshold=-0.05495499999999999 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.088909999999999989 -0.074084999999999998 -0.10011499999999998 -0.23001499999999997
decision_type=2 2 2 2 2 2 2
left_child=-1 -2 -3 -4 -5 6 -6
right_child=1 2 3 4 5 -7 -8
leaf_value=0.010871157248839664 -0.021675282739876938 -0.01888875724732331 -0.0070540679527450302 0.032151362702077906 -0.0087612533692669279 -0.015921873719535577 0.029748282008638289
leaf_weight=0.0010354328293797682 0.001221498855113223 0.0011065731187352061 0.0017732820761097775 0.0012739996953011245 0.0010568140425115113 0.0010599177050986059 0.0011199688254232469
leaf_count=479 644 709 344 436 78 291 140
internal_value=0 -0.00136366 0.00199341 0.00567064 0.0106731 0.00221901 0.0110522
internal_weight=0 0.00861205 0.00739056 0.00628398 0.0045107 0.0032367 0.00217678
internal_count=3121 2642 1998 1289 945 509 218
is_linear=0
shrinkage=0.1


Tree=5864
num_leaves=8
num_cat=0
split_feature=0 1 15 150 3 1 4
split_gain=4.33104e-05 6.98864e-05 9.44725e-05 3.92245e-05 5.90345e-05 5.48856e-05 5.15256e-05
threshold=0.15398500000000004 0.077565000000000009 0.088235000000000022 0.081835000000000019 0.10732000000000001 0.10752500000000002 -0.00099499999999999979
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 4 5 6 -3
right_child=-2 3 -4 -5 -6 -7 -8
leaf_value=-0.00064710158287141972 0.00038054063279920449 0.00016937210799169419 0.00010978367818463826 0.00031130969184937923 -0.00034777334365289673 0.00037594960231593735 -0.00041615326485387418
leaf_weight=0.0014799239664990565 0.0010077697717747183 0.0012909106767256021 0.0011092383871267231 0.0017170836952870696 0.0015842241294687712 0.0016314052234942477 0.0010460231409538756
leaf_count=1190 60 547 402 291 180 300 151
internal_value=0 -4.62152e-05 -0.00032284 5.23077e-05 -2.77865e-05 9.99573e-05 -9.27119e-05
internal_weight=0 0.00985881 0.00258916 0.00726965 0.00555256 0.00396834 0.00233693
internal_count=3121 3061 1592 1469 1178 998 698
is_linear=0
shrinkage=0.00196078


Tree=5865
num_leaves=9
num_cat=0
split_feature=14 15 52 13 13 4 4 15
split_gain=6.14621e-05 9.28629e-05 5.46921e-05 8.50154e-05 0.000123403 5.34179e-05 6.565e-05 5.31726e-05
threshold=-1.0000000180025095e-35 -0.10653 0.11434500000000002 -0.095304999999999987 -0.033284999999999988 -0.0029599999999999995 -0.084369999999999987 -0.040439999999999997
decision_type=2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 -5 6 -6 -7
right_child=1 2 -4 4 5 7 -8 -9
leaf_value=-0.0004719743445783975 0.00047215975450150418 0.00040564726388573762 -0.00043347630830793492 -0.00068465006537640543 -3.7809722081098782e-05 -0.00043226335119794725 0.00059356478070953205 0.00016550930023628458
leaf_weight=0.0010008815669844675 0.0015954884459776298 0.0017015495646135574 0.0011864179269309829 0.0010992945001766872 0.0014560801063213168 0.0013190402382072146 0.0011203486059224931 0.0010103003923500685
leaf_count=161 388 200 377 945 456 159 353 82
internal_value=0 3.65757e-05 -4.15719e-05 1.8761e-05 -9.08642e-05 4.21925e-05 0.000236741 -0.000172993
internal_weight=0 0.0104885 0.00889303 0.00770661 0.00600506 0.00490577 0.00257643 0.00232934
internal_count=3121 2960 2572 2195 1995 1050 809 241
is_linear=0
shrinkage=0.00196078


Tree=5866
num_leaves=7
num_cat=0
split_feature=133 160 42 47 2 16
split_gain=1.65795e-05 3.59502e-05 3.37761e-05 4.10873e-05 6.44178e-05 4.05388e-05
threshold=-0.085499999999999979 -1.0000000180025095e-35 0.088060000000000013 0.09550500000000002 0.098260000000000014 -0.081414999999999987
decision_type=2 2 2 2 2 2
left_child=-1 -2 3 4 5 -3
right_child=1 2 -4 -5 -6 -7
leaf_value=0.011230339974568919 -0.013981666660281064 -0.0049944676796576824 0.014184480721899054 0.014148627212518809 0.0065259444908090285 -0.033143238616841729
leaf_weight=0.0011471062903895797 0.001833149009794287 0.001000572905535276 0.0016617770271895038 0.0011701468172058294 0.001804847302738416 0.0010469799555758909
leaf_count=488 866 331 542 115 386 393
internal_value=0 -0.00157586 0.00182638 -0.00226246 -0.00724725 -0.0193878
internal_weight=0 0.00851747 0.00668432 0.00502255 0.0038524 0.00204755
internal_count=3121 2633 1767 1225 1110 724
is_linear=0
shrinkage=0.1


Tree=5867
num_leaves=8
num_cat=0
split_feature=4 0 47 4 49 2 47
split_gain=2.65343e-05 5.68295e-05 3.87587e-05 5.73989e-05 6.60163e-05 7.79542e-05 3.59671e-05
threshold=-0.49013999999999996 -0.019414999999999998 0.087235000000000021 -0.059649999999999988 -0.054319999999999993 0.11215000000000001 0.11069000000000002
decision_type=2 2 2 2 2 2 2
left_child=-1 2 3 -2 -5 -6 -4
right_child=1 -3 6 4 5 -7 -8
leaf_value=-0.00030990289943514103 -0.00026359858556564456 0.00037756685643175453 -0.00049467282679607728 -0.00016100351760101137 0.00061841097798885994 -7.3489144753273848e-05 -4.9265532445957553e-06
leaf_weight=0.0010133330997124579 0.0016581722386356896 0.0014764750816171528 0.0011811993647749418 0.0014982507270397023 0.0016377014361366401 0.0010134861487160324 0.0011262325981680522
leaf_count=169 1012 208 202 289 798 291 152
internal_value=0 2.37282e-05 -4.06503e-05 4.47649e-05 0.000167991 0.000353914 -0.000255633
internal_weight=0 0.00959152 0.00811504 0.00580761 0.00414944 0.00265119 0.00230743
internal_count=3121 2952 2744 2390 1378 1089 354
is_linear=0
shrinkage=0.00196078


Tree=5868
num_leaves=8
num_cat=0
split_feature=160 49 12 150 15 4 42
split_gain=1.48415e-05 2.79749e-05 5.02521e-05 6.01479e-05 6.7372e-05 4.36009e-05 5.36495e-05
threshold=-0.087429999999999994 0.093655000000000002 0.088305000000000008 0.076925000000000007 -0.016799999999999995 0.16173500000000005 0.084635000000000016
decision_type=2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 6 -4
right_child=1 -3 5 -5 -6 -7 -8
leaf_value=0.011418089271913538 -0.036113035939233561 0.014192389203932027 -0.015791386973020554 0.0076928200674504137 -0.0053736768636789617 0.021540979563782522 0.014299816921898072
leaf_weight=0.0010091775641675018 0.0012666064259934428 0.001015929490506641 0.0013240180134012677 0.001215601550846942 0.0016312867804080785 0.0011246893386247145 0.0010723918166328224
leaf_count=538 341 362 462 262 615 92 449
internal_value=0 -0.00139683 -0.00347127 -0.0109774 -0.0188092 0.00529773 -0.00232559
internal_weight=0 0.00865052 0.00763459 0.00411349 0.00289789 0.0035211 0.00239641
internal_count=3121 2583 2221 1218 956 1003 911
is_linear=0
shrinkage=0.1


Tree=5869
num_leaves=9
num_cat=0
split_feature=48 48 2 52 12 2 0 15
split_gain=6.18456e-05 0.000103235 6.77194e-05 5.95545e-05 0.000119009 7.26212e-05 7.57721e-05 7.02594e-05
threshold=0.11951500000000001 0.092475000000000016 0.11293500000000002 0.10160000000000001 0.095110000000000014 0.092365000000000017 -0.13027499999999997 0.040760000000000005
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 -1 -8
right_child=-2 -3 -4 -5 -6 -7 7 -9
leaf_value=0.00040397191800573348 -0.00046708719247608117 0.00057323084935550464 0.00036487192701604364 -0.00049839494080591189 0.00050163985353002608 -0.000623784429156697 -0.00048521669854413422 0.00016961122946655639
leaf_weight=0.0010520654230494154 0.0010012426975021848 0.0012406912241087397 0.0013897768344041904 0.0012424645277247688 0.0012873763290800434 0.0010566693024533307 0.0015511418521816026 0.0010607516332683321
leaf_count=108 114 251 388 440 364 265 579 612
internal_value=0 4.43279e-05 -3.16197e-05 -0.00010762 -2.68066e-05 -0.000170921 -4.0317e-05 -0.000219276
internal_weight=0 0.00988094 0.00864025 0.00725047 0.006008 0.00472063 0.00366396 0.00261189
internal_count=3121 3007 2756 2368 1928 1564 1299 1191
is_linear=0
shrinkage=0.00196078


Tree=5870
num_leaves=8
num_cat=0
split_feature=48 48 1 15 42 4 49
split_gain=4.40268e-05 5.6387e-05 6.43657e-05 6.24823e-05 6.78805e-05 5.42783e-05 5.21853e-05
threshold=0.11951500000000001 0.092475000000000016 0.111945 -0.0063699999999999989 0.086325000000000013 -0.084369999999999987 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 6 5 -5 -1
right_child=-2 -3 -4 4 -6 -7 -8
leaf_value=-8.0595654174516176e-05 -0.00039657673869052671 0.00042694301409649962 0.00029140304843030336 -8.3521577617172316e-05 -0.00035959028632309004 0.00042610039089803736 -0.00066964691580355471
leaf_weight=0.0011568744267079724 0.0010169530373957949 0.0012182217747701051 0.0019439067955021221 0.0015914724741278622 0.001283778203356518 0.0016228615822211298 0.0011560530655609193
leaf_count=352 114 251 374 456 545 395 634
internal_value=0 3.16981e-05 -2.32989e-05 -0.000113116 2.15525e-05 0.000173778 -0.000375017
internal_weight=0 0.00997317 0.00875495 0.00681104 0.00449811 0.00321433 0.00231293
internal_count=3121 3007 2756 2382 1396 851 986
is_linear=0
shrinkage=0.00196078


Tree=5871
num_leaves=9
num_cat=0
split_feature=0 1 15 47 4 48 47 4
split_gain=3.5076e-05 7.22216e-05 7.51766e-05 4.2761e-05 9.2378e-05 8.02076e-05 4.97351e-05 2.94703e-05
threshold=0.15398500000000004 0.077565000000000009 0.088235000000000022 0.087235000000000021 -0.04890499999999999 0.086035000000000014 0.11069000000000002 0.098655000000000007
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 -1 4 -3 7 -5 -6
right_child=-2 3 -4 6 5 -7 -8 -9
leaf_value=-0.00061893664155382281 0.00034380222701410829 -0.00025895532164445603 6.4376832460852728e-05 -0.00043500771782195005 0.00080099032814603054 -9.4313728044340611e-05 0.00011490901814191108 0.00034987081350512146
leaf_weight=0.0014440820176615 0.0010057298412516165 0.001364319233251074 0.0010834425038312289 0.0012024828844761839 0.0010349968415799958 0.0010697692452392134 0.0013335201082539572 0.0012048934500159386
leaf_count=1190 60 514 402 152 197 153 148 305
internal_value=0 -4.0823e-05 -0.000326029 5.91585e-05 0.000170388 0.000347373 -0.000145842 0.000558322
internal_weight=0 0.00973751 0.00252752 0.00720998 0.00467398 0.00330966 0.002536 0.00223989
internal_count=3121 3061 1592 1469 1169 655 300 502
is_linear=0
shrinkage=0.00196078


Tree=5872
num_leaves=8
num_cat=0
split_feature=484 1 457 4 0 15 2
split_gain=1.48861e-05 2.35633e-05 5.11739e-05 4.49351e-05 6.43839e-05 4.53093e-05 1.38307e-05
threshold=0.084040000000000017 0.13146500000000003 0.045365000000000009 -0.076229999999999978 -0.10011499999999998 -0.10324499999999999 0.088930000000000023
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 6 5 -5 -1
right_child=-2 -3 -4 4 -6 -7 -8
leaf_value=0.012383832976871189 0.01099473518926306 0.012849652012714803 0.017331661203539371 -0.018925372970042167 -0.03308900484120033 0.0066075863883365005 -0.0024559889589075025
leaf_weight=0.0010600379777225535 0.0010812801055543513 0.0010159376155461737 0.0010322107283831355 0.0012839537767516331 0.0011640156268523066 0.0015151453494905874 0.0015410735987668354
leaf_count=660 368 194 218 168 1025 184 304
internal_value=0 -0.00145339 -0.00336626 -0.00662096 -0.0133239 -0.00510445 0.00359172
internal_weight=0 0.00861237 0.00759644 0.00656423 0.00396311 0.0027991 0.00260111
internal_count=3121 2753 2559 2341 1377 352 964
is_linear=0
shrinkage=0.1


Tree=5873
num_leaves=9
num_cat=0
split_feature=48 48 51 2 2 12 13 16
split_gain=6.0502e-05 7.74186e-05 6.16685e-05 7.61087e-05 6.3594e-05 6.22028e-05 9.26167e-05 4.12322e-05
threshold=0.11951500000000001 0.092475000000000016 0.084305000000000019 0.11293500000000002 0.10097500000000002 0.095110000000000014 -0.033284999999999988 -0.008069999999999999
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 -1 -8
right_child=-2 -3 -4 -5 -6 -7 7 -9
leaf_value=-0.00047920214084945474 -0.0004593632388244876 0.00050801950526723491 -0.00045798177597769838 0.00050541342482127735 -0.00047113703440974518 0.0004060435995105685 -7.9230700870255806e-05 0.00042725734733005996
leaf_weight=0.0014175833956586942 0.0010139045555573748 0.0012106725626746867 0.0010874547756663947 0.001151876880577999 0.001099885586618778 0.0013737115059212403 0.0013755823119260076 0.0011219931738783459
leaf_count=908 114 251 335 338 255 315 441 164
internal_value=0 4.36902e-05 -2.14634e-05 4.14881e-05 -4.21565e-05 4.70553e-05 -7.89029e-05 0.0001483
internal_weight=0 0.00983876 0.00862809 0.00754063 0.00638876 0.00528887 0.00391516 0.00249758
internal_count=3121 3007 2756 2421 2083 1828 1513 605
is_linear=0
shrinkage=0.00196078


Tree=5874
num_leaves=8
num_cat=0
split_feature=52 52 12 12 13 1 0
split_gain=3.14456e-05 3.73023e-05 5.75042e-05 0.000123714 6.0988e-05 5.75429e-05 6.30637e-05
threshold=0.15915500000000002 0.10024500000000001 0.097825000000000009 0.090020000000000017 -0.010384999999999998 0.11039500000000001 -0.11991499999999998
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 4 -1 6 -6
right_child=-2 -3 -4 -5 5 -7 -8
leaf_value=0.00030491866667682924 -0.00032758535125058393 0.00034205372800221042 0.00034795170973317288 -0.00069621095774218943 0.00028265130136938819 -0.00052161052767501191 -0.00031339426067258111
leaf_weight=0.0019389000187238869 0.0010628647374121203 0.0012611653092118808 0.0013603766799251326 0.0010987764035587993 0.00157003689850993 0.0010169141022540384 0.0012072195093223259
leaf_count=1010 368 245 379 478 154 103 384
internal_value=0 2.81341e-05 -2.01928e-05 -9.34988e-05 2.20146e-05 -0.000122555 2.35619e-05
internal_weight=0 0.00945339 0.00819222 0.00683185 0.00573307 0.00379417 0.00277726
internal_count=3121 2753 2508 2129 1651 641 538
is_linear=0
shrinkage=0.00196078


Tree=5875
num_leaves=9
num_cat=0
split_feature=48 4 42 47 16 16 2 3
split_gain=5.79737e-05 7.97277e-05 5.70083e-05 5.84004e-05 6.8495e-05 0.000101243 5.81732e-05 5.05242e-05
threshold=0.11951500000000001 0.27834500000000006 0.092145000000000019 0.09550500000000002 -0.014034999999999997 0.22339500000000004 0.092365000000000017 -0.059315
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 4 6 -6 7 -1
right_child=-2 -3 -4 -5 5 -7 -8 -9
leaf_value=-0.00031115988872054261 -0.00045684347637979441 0.00050327887836074787 -0.00040658610257115471 0.00046355672308499965 0.00048172300606752656 -0.00028597382528690389 -0.00056374328117909781 0.00027503772657713277
leaf_weight=0.0011913090001545396 0.0010165986375470218 0.0012242083390174236 0.0013192255003456567 0.0010527721382379736 0.0017522021852545392 0.0010599991821340503 0.0012219677685741939 0.0010757419366943459
leaf_count=801 114 314 514 170 546 267 305 90
internal_value=0 3.48585e-05 -3.12582e-05 3.60715e-05 -3.53503e-05 0.000192356 -0.000218885 -3.30023e-05
internal_weight=0 0.00989743 0.00867322 0.00735399 0.00630122 0.0028122 0.00348902 0.00226705
internal_count=3121 3007 2693 2179 2009 813 1196 891
is_linear=0
shrinkage=0.00196078


Tree=5876
num_leaves=8
num_cat=0
split_feature=0 1 47 13 15 16 3
split_gain=1.52651e-05 4.51243e-05 5.21062e-05 4.78958e-05 4.32712e-05 2.71238e-05 2.03064e-05
threshold=-0.062294999999999996 0.077565000000000009 0.087235000000000021 -0.0025349999999999995 -1.0000000180025095e-35 0.16703000000000004 0.092670000000000016
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 -3 -2 -6 -5
right_child=4 2 -4 6 5 -7 -8
leaf_value=-0.018879345628994952 0.022151611124266085 0.024329507067429576 -0.013051437733681451 -0.0096022033978608676 0.008865141953545725 -0.013245651756669885 0.0097501186334349541
leaf_weight=0.0013871343901155778 0.0010555345334452705 0.0012301643110224805 0.0016592335453882241 0.0011357320797582005 0.0010849427100729566 0.0011354337579838997 0.0010375438510585866
leaf_count=1451 275 581 228 178 159 161 88
internal_value=0 -0.00289987 0.00147838 0.00856191 0.00548257 -0.00244165 -0.00036321
internal_weight=0 0.00644981 0.00506267 0.00340344 0.00327591 0.00222038 0.00217328
internal_count=3121 2526 1075 847 595 320 266
is_linear=0
shrinkage=0.1


Tree=5877
num_leaves=9
num_cat=0
split_feature=48 2 150 52 3 1 16 43
split_gain=9.93965e-05 0.00011008 5.91171e-05 8.70242e-05 0.000106105 0.000142195 0.000108203 7.40849e-05
threshold=0.12474000000000002 0.11293500000000002 0.086615000000000011 0.10160000000000001 -0.059315 0.086560000000000012 -0.091354999999999978 -0.03898999999999999
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 4 6 -6 -1 -8
right_child=-2 -3 -4 -5 5 -7 7 -9
leaf_value=-0.00065874387723891599 -0.00058779095776281462 0.00047664586364801838 -0.00047050587812800138 -0.00041586650305187146 0.00094694237851874487 5.7328730723501379e-05 -0.00021886137016479068 0.00050231564212938193
leaf_weight=0.0010197585192454062 0.0010467505067127724 0.0018751675255918475 0.0011061485587935604 0.0014624201526435045 0.0010891696802553307 0.0018885434086945189 0.0011875431065818619 0.00101636459415073
leaf_count=268 102 444 243 458 134 246 650 576
internal_value=0 4.54375e-05 -4.67624e-05 1.43983e-05 0.000115864 0.000382726 -0.000130637 0.00011372
internal_weight=0 0.0106451 0.00876995 0.0076638 0.00620138 0.00297771 0.00322367 0.00220391
internal_count=3121 3019 2575 2332 1874 380 1494 1226
is_linear=0
shrinkage=0.00196078


Tree=5878
num_leaves=7
num_cat=0
split_feature=13 48 0 3 15 12
split_gain=1.60353e-05 3.92695e-05 5.87596e-05 2.76253e-05 6.7458e-05 0.000139672
threshold=-0.23438999999999996 0.11077000000000002 -0.17169499999999996 -0.10519499999999998 0.088235000000000022 0.051320000000000005
decision_type=2 2 2 2 2 2
left_child=-1 2 -2 -4 5 -5
right_child=1 -3 3 4 -6 -7
leaf_value=0.010839779901338015 0.020472292437208717 -0.019133619845138311 0.0069150240674083875 0.0015075583415668275 0.011918945088000694 -0.042908385471398282
leaf_weight=0.0011822707967700007 0.0012860485667764337 0.0011097452303954524 0.0019216358545103849 0.0018247775253738545 0.0012539552073422928 0.0011568358067487294
leaf_count=169 140 142 369 405 611 1285
internal_value=0 -0.00158519 0.00103118 -0.00302946 -0.00754118 -0.0157254
internal_weight=0 0.008553 0.00744325 0.0061572 0.00423557 0.00298161
internal_count=3121 2952 2810 2670 2301 1690
is_linear=0
shrinkage=0.1


Tree=5879
num_leaves=9
num_cat=0
split_feature=1 3 3 15 150 3 3 15
split_gain=2.75677e-05 5.66621e-05 8.41651e-05 0.000114848 4.86672e-05 4.85093e-05 0.000129293 3.37572e-05
threshold=0.094385000000000011 -0.11255999999999998 0.096675000000000011 0.088235000000000022 1.0000000180025095e-35 0.10732000000000001 -0.077774999999999983 -0.091604999999999978
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 3 7 5 6 -2 -3
right_child=4 2 -4 -5 -6 -7 -8 -9
leaf_value=0.00024348140233467492 -0.00034573021235898975 -0.00036330669949539903 0.00028092730815850868 0.00011386339959713285 0.00048535212517701999 -0.0002733039195583499 0.00057243312624232227 -0.00085394276693328663
leaf_weight=0.0014503979695020047 0.0010358277477264337 0.0010075210839646234 0.0010612750556527328 0.0012856300264844928 0.0010224390583888046 0.0014901001027976283 0.0013689004474933117 0.0011597618001275845
leaf_count=194 228 321 58 551 233 174 308 1054
internal_value=0 -9.36758e-05 -0.000202004 -0.000350435 0.000104627 4.68232e-06 0.000176938 -0.000625857
internal_weight=0 0.00596459 0.00451419 0.00345291 0.00491727 0.00389483 0.00240473 0.00216728
internal_count=3121 2178 1984 1926 943 710 536 1375
is_linear=0
shrinkage=0.00196078


Tree=5880
num_leaves=8
num_cat=0
split_feature=11 13 39 0 49 16 3
split_gain=1.48655e-05 2.68822e-05 4.77816e-05 4.49534e-05 4.92296e-05 3.29515e-05 1.20051e-05
threshold=1.0000000180025095e-35 -0.094514999999999988 0.0046100000000000004 -0.053834999999999994 -0.009244999999999998 -0.040964999999999994 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 6 -6
right_child=-2 2 -4 -5 5 -7 -8
leaf_value=0.012082170586835689 -0.011170556173719186 -0.015258554701217873 0.018481002525296695 -0.022250883830259666 -0.0078211542905018954 0.021602673856341417 0.007391093232516275
leaf_weight=0.0018252688058723677 0.0010741276008788036 0.0015256625322570684 0.0010112496168944215 0.0012068580761124686 0.0010743715752901273 0.0010020301928210336 0.0010031672300880872
leaf_count=309 244 275 309 260 985 666 73
internal_value=0 0.00130278 -0.00158074 -0.0050713 -0.000569178 0.00670815 -0.000475718
internal_weight=0 0.00864861 0.00682334 0.00581209 0.00460523 0.00307957 0.00207754
internal_count=3121 2877 2568 2259 1999 1724 1058
is_linear=0
shrinkage=0.1


Tree=5881
num_leaves=8
num_cat=0
split_feature=4 16 2 48 4 52 1
split_gain=1.42634e-05 3.06178e-05 4.41764e-05 4.46715e-05 6.85943e-05 5.28452e-05 1.29424e-06
threshold=0.27287000000000006 -0.36241499999999999 0.10912000000000001 0.083985000000000018 -0.084369999999999987 -0.0064899999999999992 0.09202500000000001
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 -6 -7
right_child=-2 2 -4 -5 5 6 -8
leaf_value=-0.017962074804554435 0.0091181795117222016 -0.025274591556447575 0.016433469258045594 0.013219053506131121 -0.017688504115187891 0.012759025607228023 0.0076795268667435137
leaf_weight=0.0010120173260236998 0.0014394910552133948 0.0015147166347260336 0.001418443160313026 0.0012849853038914456 0.0010248831715481254 0.0010043047883762253 0.0010021709950545855
leaf_count=139 352 494 379 381 470 706 200
internal_value=0 -0.00166846 0.000606095 -0.00324402 -0.00789744 0.000785621 0.010222
internal_weight=0 0.00826152 0.0072495 0.00583106 0.00454608 0.00303136 0.00200648
internal_count=3121 2769 2630 2251 1870 1376 906
is_linear=0
shrinkage=0.1


Tree=5882
num_leaves=7
num_cat=0
split_feature=0 13 1 47 13 0
split_gain=1.73868e-05 4.03248e-05 3.25222e-05 4.38887e-05 4.6381e-05 1.92574e-05
threshold=-0.062294999999999996 0.10935500000000002 0.085110000000000005 0.087235000000000021 -0.0025349999999999995 0.047850000000000011
decision_type=2 2 2 2 2 2
left_child=2 5 -1 4 -4 -2
right_child=1 -3 3 -5 -6 -7
leaf_value=-0.014929534419932521 0.0068936041663114891 0.021146189467635794 0.025024878406260956 -0.011937555236748266 -0.00074853923114685057 -0.012185882485020307
leaf_weight=0.0017019667624205981 0.00110537448425695 0.0011308842872151574 0.0010739728390702723 0.0016541984692308477 0.0019956971551600036 0.0010145557400234749
leaf_count=1538 294 95 532 223 233 206
internal_value=0 0.00589718 -0.00307734 0.0011929 0.0082687 -0.00223745
internal_weight=0 0.00325081 0.00642584 0.00472387 0.00306967 0.00211993
internal_count=3121 595 2526 988 765 500
is_linear=0
shrinkage=0.1


Tree=5883
num_leaves=9
num_cat=0
split_feature=0 52 16 0 52 3 47 0
split_gain=6.33007e-05 6.53819e-05 9.59973e-05 0.000102493 4.0135e-05 8.93152e-05 8.0747e-05 2.82241e-05
threshold=0.15398500000000004 0.15915500000000002 0.26799500000000004 -0.077999999999999986 -0.0064899999999999992 -0.086769999999999986 0.077555000000000013 -0.033209999999999996
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 -6 -7 -5
right_child=-2 -3 -4 7 5 6 -8 -9
leaf_value=-0.00028960548344608629 0.00045176102146873625 -0.00053081439389108869 -0.00054930395319031532 0.00066099549331898998 -0.00044707072692856963 0.00050747379153116173 -0.0001648465265543246 0.00020520304899257144
leaf_weight=0.0019928793884170788 0.0010306092655557849 0.0010131829515806325 0.0010966034811955008 0.0010870929801804889 0.0010115676000362847 0.0016731409059258079 0.0011650414585234049 0.0010054158503190265
leaf_count=641 60 360 343 427 356 608 131 195
internal_value=0 -5.85043e-05 -5.52049e-06 6.96282e-05 -6.37331e-05 5.3193e-05 0.000231494 0.000441995
internal_weight=0 0.0100449 0.00903174 0.00793514 0.00584263 0.00384975 0.00283818 0.00209251
internal_count=3121 3061 2701 2358 1736 1095 739 622
is_linear=0
shrinkage=0.00196078


Tree=5884
num_leaves=8
num_cat=0
split_feature=50 16 52 0 52 0 15
split_gain=1.60765e-05 3.04432e-05 5.13012e-05 5.27633e-05 3.9113e-05 4.11995e-05 1.98405e-05
threshold=0.079410000000000008 -0.014034999999999997 0.096795000000000006 -0.053834999999999994 0.0046550000000000003 -0.11756999999999999 -0.097454999999999986
decision_type=2 2 2 2 2 2 2
left_child=1 4 3 -3 5 6 -1
right_child=-2 2 -4 -5 -6 -7 -8
leaf_value=0.0019786651504628437 -0.011333367781624611 0.01323795666369326 0.0248908599432794 -0.014679900561884552 -0.020133669930697158 0.014430515600918953 -0.017574918020972722
leaf_weight=0.0010415917107130775 0.0011195325801068292 0.0014518996567425015 0.0012214052587898074 0.0012683528336008992 0.0011443385325736778 0.0014010438286698465 0.0010341097093676532
leaf_count=110 609 703 114 285 808 370 122
internal_value=0 0.00140928 0.0078654 0.000220895 -0.00409761 0.00118052 -0.00776289
internal_weight=0 0.00856274 0.00394166 0.00272025 0.00462108 0.00347675 0.0020757
internal_count=3121 2512 1102 988 1410 602 232
is_linear=0
shrinkage=0.1


Tree=5885
num_leaves=8
num_cat=0
split_feature=48 48 51 1 15 42 4
split_gain=5.29082e-05 9.15322e-05 5.46207e-05 6.51827e-05 6.94134e-05 5.19986e-05 5.00435e-05
threshold=0.11951500000000001 0.092475000000000016 0.084305000000000019 0.111945 -0.0063699999999999989 0.086325000000000013 -0.084369999999999987
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 4 -1 6 -6
right_child=-2 -3 -4 -5 5 -7 -8
leaf_value=-0.00042506733561407315 -0.00044034335816190345 0.00054240297454426266 -0.0004434942673022693 0.00036055293083217608 -7.3973502599210207e-05 -0.00029478357275653904 0.00043809286179416089
leaf_weight=0.0016001975597074794 0.001009959129707306 0.0011825186355405868 0.0011190824018646314 0.0016821117565780936 0.0013965679605870709 0.0011622019508177621 0.0015460748352180095
leaf_count=842 114 251 335 327 401 491 360
internal_value=0 3.12538e-05 -3.9805e-05 2.135e-05 -7.86628e-05 5.63766e-05 0.000195068
internal_weight=0 0.00968876 0.00850624 0.00738715 0.00570504 0.00410484 0.00294264
internal_count=3121 3007 2756 2421 2094 1252 761
is_linear=0
shrinkage=0.00196078


Tree=5886
num_leaves=8
num_cat=0
split_feature=52 52 12 12 13 1 0
split_gain=1.54379e-05 2.51474e-05 6.13997e-05 6.8406e-05 6.32885e-05 6.48831e-05 0.000115891
threshold=0.15116000000000002 0.08976000000000002 0.097825000000000009 0.088365000000000013 -0.084034999999999985 0.11061500000000002 -0.12333499999999999
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 4 -1 6 -6
right_child=-2 -3 -4 -5 5 -7 -8
leaf_value=0.021372922805154234 -0.011436008699673185 0.012353674941968058 0.019387601765906381 -0.027868668723140855 0.019764690438209612 -0.028176287966484456 -0.023053999837531355
leaf_weight=0.0010479495529763386 0.00106337369538666 0.001669773258692382 0.0011876079794518064 0.0011116315127676886 0.0015057242104217639 0.0010013759257738418 0.0010894338210964383
leaf_count=551 377 378 354 593 176 166 526
internal_value=0 0.00133512 -0.00131453 -0.00558582 -0.000252546 -0.00655372 0.00178963
internal_weight=0 0.0086135 0.00694372 0.00575612 0.00464448 0.00359653 0.00259516
internal_count=3121 2744 2366 2012 1419 868 702
is_linear=0
shrinkage=0.1


Tree=5887
num_leaves=8
num_cat=0
split_feature=0 15 16 3 15 1 47
split_gain=1.45438e-05 3.64271e-05 3.14676e-05 2.72978e-05 5.36829e-05 5.41983e-05 3.51981e-05
threshold=-0.062294999999999996 -1.0000000180025095e-35 0.16703000000000004 -0.08824499999999999 -0.0088349999999999974 0.094385000000000011 0.087885000000000019
decision_type=2 2 2 2 2 2 2
left_child=3 -2 -3 -1 5 -5 -7
right_child=1 2 -4 4 -6 6 -8
leaf_value=-0.0158813345934402 0.020755627267425875 0.010358813851240309 -0.013614526666478964 -0.023503386074270785 0.014337447361107756 0.016089827044923097 -0.010030973990232268
leaf_weight=0.0012810068002284663 0.0010457126144762796 0.0010682667992982715 0.0011232257893457967 0.0012538181290122378 0.001801596499289025 0.0010183134904580651 0.0010455563832428177
leaf_count=535 275 159 161 702 868 279 142
internal_value=0 0.00539917 -0.00192846 -0.00282585 0.00044105 -0.00710508 0.00285703
internal_weight=0 0.00323721 0.00219149 0.00640029 0.00511928 0.00331769 0.00206387
internal_count=3121 595 320 2526 1991 1123 421
is_linear=0
shrinkage=0.1


Tree=5888
num_leaves=8
num_cat=0
split_feature=14 15 16 160 2 43 16
split_gain=5.71676e-05 6.37538e-05 4.57203e-05 0.000106598 9.4204e-05 6.43756e-05 5.76594e-05
threshold=-1.0000000180025095e-35 -0.10653 -0.010264999999999998 -0.063384999999999983 0.092875000000000013 -0.074359999999999996 -0.088159999999999988
decision_type=2 2 2 2 2 2 2
left_child=-1 -2 4 -4 6 -5 -3
right_child=1 2 3 5 -6 -7 -8
leaf_value=-0.00045852188710830162 0.00040796616163878011 0.00026904242162291528 0.00065970938046411081 0.00022525278001486648 -0.00056126404432313057 -0.00034964759438207358 -0.00029829152355657159
leaf_weight=0.0010018552439900507 0.0014824006843084528 0.0017036114442592551 0.0010370768931207896 0.0014600279553252766 0.0015445850391592767 0.0015373732722761457 0.0011561385664581418
leaf_count=161 388 405 283 370 434 359 721
internal_value=0 3.29428e-05 -3.29355e-05 0.000117861 -0.000171068 -6.96148e-05 3.96809e-05
internal_weight=0 0.00992121 0.00843881 0.00403448 0.00440434 0.0029974 0.00285975
internal_count=3121 2960 2572 1012 1560 729 1126
is_linear=0
shrinkage=0.00196078


Tree=5889
num_leaves=8
num_cat=0
split_feature=4 1 16 48 15 42 4
split_gain=1.43874e-05 7.56128e-05 3.47047e-05 3.56402e-05 8.92928e-05 5.24274e-05 8.83473e-05
threshold=0.24564500000000003 0.111945 -0.092484999999999984 0.084855000000000014 -0.016799999999999995 0.084050000000000014 -0.084369999999999987
decision_type=2 2 2 2 2 2 2
left_child=2 -2 -1 4 -4 6 -6
right_child=1 -3 3 -5 5 -7 -8
leaf_value=-0.013560888478712492 -0.011798209861379264 0.026890620108902766 -0.02780588987161214 0.016042708600952565 -0.0072028654219455594 -0.012840324674544205 0.03289285032863578
leaf_weight=0.0019508673096980522 0.001016202119896171 0.0010044842129477679 0.0010563474961926833 0.0013560541233981213 0.0010212911048245446 0.0010415033420589585 0.0011896856034242943
leaf_count=430 150 276 469 404 412 597 383
internal_value=0 0.00743403 -0.00205767 0.0019038 -0.00254594 0.00565805 0.0143719
internal_weight=0 0.00202069 0.00761575 0.00566488 0.00430883 0.00325248 0.00221098
internal_count=3121 426 2695 2265 1861 1392 795
is_linear=0
shrinkage=0.1


Tree=5890
num_leaves=9
num_cat=0
split_feature=0 16 43 15 0 0 2 2
split_gain=4.59724e-05 6.06563e-05 4.51663e-05 6.15225e-05 8.05842e-05 6.05228e-05 6.44551e-05 2.46166e-05
threshold=0.15398500000000004 0.26799500000000004 0.08845500000000002 0.088655000000000025 -0.077999999999999986 -0.10607499999999999 0.11215000000000001 0.089775000000000008
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 7 -1
right_child=-2 -3 -4 -5 -6 -7 -8 -9
leaf_value=0.00013244197019814767 0.00039353266520388767 -0.00046817778550253055 -0.00037224693431343181 -0.00036342463805547168 0.00051753083044590821 -0.00036403730939243832 -0.0001962547769746553 0.00054826376360577638
leaf_weight=0.001052287038188794 0.0010222448142308367 0.0011414610230587657 0.0010277052892521199 0.0010943338428642249 0.0016201114068077381 0.0012264751439137233 0.0013466732858890716 0.0011407163337744403
leaf_count=120 60 349 278 573 372 1063 148 158
internal_value=0 -4.37535e-05 1.31867e-05 6.61386e-05 0.000139747 1.13313e-05 0.000141394 0.000348737
internal_weight=0 0.00964976 0.0085083 0.0074806 0.00638626 0.00476615 0.00353968 0.002193
internal_count=3121 3061 2712 2434 1861 1489 426 278
is_linear=0
shrinkage=0.00196078


Tree=5891
num_leaves=8
num_cat=0
split_feature=50 15 2 52 48 0 3
split_gain=1.52864e-05 2.66582e-05 3.41307e-05 5.76012e-05 4.36576e-05 4.66829e-05 7.29182e-05
threshold=0.079410000000000008 -0.15026499999999995 0.11389000000000002 -0.088204999999999992 0.081275000000000014 -0.10224499999999999 -0.059315
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 -3 5 -5 -7
right_child=-2 2 -4 4 -6 6 -8
leaf_value=0.016418969477230361 -0.011094173463173859 -0.01616735938214723 -0.01698990532519962 -0.013839619155849995 0.024493303482612232 -0.0060145390440418528 0.027238578883701556
leaf_weight=0.0010353900345362547 0.001110397056124513 0.0013581377473942079 0.001097612266008483 0.0012534378563768328 0.0011154949171247232 0.0014056339933464083 0.0012421909895218334
leaf_count=318 609 463 271 196 214 980 70
internal_value=0 0.00138113 -0.000702508 0.00210181 0.00704765 0.00205938 0.00958571
internal_weight=0 0.0085079 0.00747251 0.0063749 0.00501676 0.00390126 0.00264782
internal_count=3121 2512 2194 1923 1460 1246 1050
is_linear=0
shrinkage=0.1


Tree=5892
num_leaves=7
num_cat=0
split_feature=52 0 16 0 2 1
split_gain=1.45247e-05 2.26878e-05 5.83877e-05 4.61132e-05 6.65424e-05 5.37142e-05
threshold=0.15116000000000002 -0.077999999999999986 0.15891500000000003 -0.10607499999999999 0.11215000000000001 0.091615000000000016
decision_type=2 2 2 2 2 2
left_child=1 3 -3 4 5 -1
right_child=-2 2 -4 -5 -6 -7
leaf_value=-0.00094248022108850285 -0.011125173876005994 0.021220741879222495 -0.0048327133978439477 -0.01660670707321733 -0.01508173488557568 0.030261396854490332
leaf_weight=0.001149120807980237 0.0010543168488639119 0.0016426655013207832 0.0018057825062428555 0.0016603607259727681 0.0012168079781039636 0.0010610308479593201
leaf_count=178 377 584 380 1294 165 143
internal_value=0 0.00131591 0.00757783 -0.00292874 0.00369823 0.0140376
internal_weight=0 0.00853577 0.00344845 0.00508732 0.00342696 0.00221015
internal_count=3121 2744 964 1780 486 321
is_linear=0
shrinkage=0.1


Tree=5893
num_leaves=7
num_cat=0
split_feature=11 0 13 0 16 13
split_gain=1.36106e-05 2.77301e-05 4.60471e-05 5.59484e-05 4.18219e-05 2.77471e-05
threshold=0.076920000000000002 -0.019414999999999998 -0.011289999999999998 -0.099059999999999995 -0.070454999999999976 -0.086919999999999983
decision_type=2 2 2 2 2 2
left_child=1 2 5 4 -4 -1
right_child=-2 -3 3 -5 -6 -7
leaf_value=-0.00091954363619250285 -0.010882593639858022 0.011780865188417516 -0.010838685780454896 -0.027117514216640822 0.013942761844313751 0.019854153306734713
leaf_weight=0.0014089706449509853 0.0010336233893471309 0.0019387975173365745 0.0017186188876652264 0.0011545617893055568 0.0011279604350160123 0.0011826642026700114
leaf_count=571 226 261 148 656 124 1135
internal_value=0 0.0012678 -0.00182387 -0.00854994 -0.00101901 0.00856031
internal_weight=0 0.00853157 0.00659278 0.00400114 0.00284658 0.00259163
internal_count=3121 2895 2634 928 272 1706
is_linear=0
shrinkage=0.1


Tree=5894
num_leaves=7
num_cat=0
split_feature=16 15 15 16 43 2
split_gain=1.42208e-05 4.18835e-05 7.01952e-05 4.12941e-05 5.26825e-05 5.72751e-05
threshold=-0.48836499999999994 -0.11713499999999999 -0.095244999999999982 -0.088394999999999987 -0.17390999999999998 0.097220000000000015
decision_type=2 2 2 2 2 2
left_child=-1 -2 -3 -4 -5 -6
right_child=1 2 3 4 5 -7
leaf_value=0.0089940706881422514 -0.020448756514062957 0.023596548271206719 -0.020994761395075168 0.019792768990080721 -0.016677197705964989 0.0083030089922047131
leaf_weight=0.0014730945720144275 0.0010373107304224678 0.0011564921022552662 0.0010826627659586471 0.0011040704530306585 0.0019812686301183746 0.0017100721097865748
leaf_count=274 345 149 409 139 1311 494
internal_value=0 -0.00169024 0.00107588 -0.00335499 0.000627547 -0.00510472
internal_weight=0 0.00807188 0.00703457 0.00587807 0.00479541 0.00369134
internal_count=3121 2847 2502 2353 1944 1805
is_linear=0
shrinkage=0.1


Tree=5895
num_leaves=8
num_cat=0
split_feature=48 48 150 1 4 4 13
split_gain=4.15286e-05 7.61183e-05 7.28775e-05 5.02711e-05 0.000110345 9.33364e-05 3.35063e-05
threshold=0.11951500000000001 0.092475000000000016 0.086615000000000011 0.111945 -1.0000000180025095e-35 -0.077834999999999988 -0.077799999999999994
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 -1
right_child=-2 -3 -4 -5 -6 -7 -8
leaf_value=0.00020281791048463733 -0.00037102701945506805 0.0004952942977024268 -0.00052530901072454187 0.00032388657412773939 -0.00042885899979105074 0.00055295875538922544 -0.00023888425583626604
leaf_weight=0.0010592968351861669 0.0010810925818032771 0.0012077061026254205 0.0010096856126138041 0.0017832538458076959 0.0019976614350015309 0.0013613550176038739 0.0017528722369892374
leaf_count=263 114 251 275 307 455 775 681
internal_value=0 3.31812e-05 -2.90777e-05 3.39107e-05 -4.9882e-05 0.000131516 -7.25025e-05
internal_weight=0 0.0101718 0.00896412 0.00795444 0.00617119 0.00417352 0.00281217
internal_count=3121 3007 2756 2481 2174 1719 944
is_linear=0
shrinkage=0.00196078


Tree=5896
num_leaves=7
num_cat=0
split_feature=133 160 42 47 48 16
split_gain=1.45497e-05 4.03125e-05 3.40576e-05 4.13911e-05 6.07421e-05 6.90559e-05
threshold=-0.085499999999999979 -1.0000000180025095e-35 0.088060000000000013 0.09550500000000002 0.086035000000000014 -0.078844999999999985
decision_type=2 2 2 2 2 2
left_child=-1 -2 3 4 5 -3
right_child=1 2 -4 -5 -6 -7
leaf_value=0.010564805466169939 -0.014758862127666457 0.020455712264965148 0.01458456450383085 0.014629041477644265 -0.026668355148690311 -0.012115926274342964
leaf_weight=0.0011388392175131984 0.0017973852053740158 0.0010945595623650956 0.001648394830822587 0.0011494667136348687 0.0011137650958904862 0.0016059103981446842
leaf_count=488 866 463 542 115 188 459
internal_value=0 -0.00147929 0.00213054 -0.00200531 -0.00701828 0.00108607
internal_weight=0 0.00840948 0.0066121 0.0049637 0.00381424 0.00270047
internal_count=3121 2633 1767 1225 1110 922
is_linear=0
shrinkage=0.1


Tree=5897
num_leaves=8
num_cat=0
split_feature=48 4 12 3 2 52 15
split_gain=4.44945e-05 9.15306e-05 6.00449e-05 0.000156369 8.53753e-05 7.3405e-05 4.77074e-05
threshold=0.11951500000000001 0.27834500000000006 -0.029094999999999999 0.10542000000000001 0.095195000000000016 -0.0064899999999999992 0.084050000000000014
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 4 5 -4 -7
right_child=-2 -3 3 -5 -6 6 -8
leaf_value=-0.00046723603253265913 -0.00039658140010795563 0.00053047732790087736 -0.00032712565057625817 0.00060189879894501867 -0.000514098738900875 0.00041422567660156812 -7.34048512465612e-05
leaf_weight=0.001087713971869052 0.001011987750930512 0.0012531269182030338 0.0015577007851227385 0.0014619811582873843 0.0015234777460640418 0.0017094883898011656 0.0014056355654008773
leaf_count=219 114 314 619 107 562 415 771
internal_value=0 3.48683e-05 -3.61426e-05 2.50861e-05 -0.000111009 2.04094e-05 0.000194192
internal_weight=0 0.00999912 0.008746 0.00765828 0.0061963 0.00467282 0.00311512
internal_count=3121 3007 2693 2474 2367 1805 1186
is_linear=0
shrinkage=0.00196078


Tree=5898
num_leaves=8
num_cat=0
split_feature=484 160 133 151 16 2 2
split_gain=1.48711e-05 2.58573e-05 4.57679e-05 3.64435e-05 4.58327e-05 3.83387e-05 3.77852e-05
threshold=0.084040000000000017 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.0083949999999999979 -0.056919999999999991 0.090425000000000019 0.10097500000000002
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -3 -4 5 -5 -6
right_child=-2 2 3 4 6 -7 -8
leaf_value=-0.01557190115668277 0.011098173196652822 -0.018975381715878072 -0.012567823309082083 0.0031814592803829389 0.0081904290608228233 0.026345600723099417 -0.017367387181803941
leaf_weight=0.0011232922660544204 0.0010647024039695504 0.0010171766802247583 0.0011118418301712943 0.0013095819634150732 0.0013216054043595901 0.0015724024059755302 0.0010287325457556721
leaf_count=632 368 709 305 335 280 275 217
internal_value=0 -0.0014398 0.000716668 0.00387395 0.00736774 0.0158197 -0.00299611
internal_weight=0 0.00848463 0.00736134 0.00634416 0.00523232 0.00288198 0.00235034
internal_count=3121 2753 2121 1412 1107 610 497
is_linear=0
shrinkage=0.1


Tree=5899
num_leaves=9
num_cat=0
split_feature=48 16 52 0 0 2 13 2
split_gain=3.04353e-05 5.71292e-05 5.61225e-05 7.02066e-05 5.1898e-05 5.30758e-05 4.56123e-05 3.3334e-05
threshold=0.11926500000000002 -0.48836499999999994 0.11434500000000002 -0.084269999999999984 -0.11991499999999998 0.09142500000000002 -0.084034999999999985 0.086885000000000004
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 -3 -5 -8
right_child=-2 2 -4 6 -6 -7 7 -9
leaf_value=0.00041933026877522662 -0.00032849409679195057 0.00030985057324361552 -0.00044000080338686681 0.00056603221649883292 -0.00051802725052014934 -0.00031890896955146506 -0.00015472468900690981 0.00026971046028949564
leaf_weight=0.0012297149435578124 0.0010385230398741062 0.001054110430238786 0.0011282934976068878 0.0010112575551026147 0.0011480858936047432 0.0010114238114999653 0.0012751041560035751 0.0016092816830690954
leaf_count=242 117 113 401 183 788 149 486 642
internal_value=0 2.51061e-05 -3.37443e-05 3.07316e-05 -0.000183804 1.96782e-06 0.000207708 8.20799e-05
internal_weight=0 0.00946727 0.00823756 0.00710926 0.00321362 0.00206553 0.00389564 0.00288439
internal_count=3121 3004 2762 2361 1050 262 1311 1128
is_linear=0
shrinkage=0.00196078


Tree=5900
num_leaves=8
num_cat=0
split_feature=4 0 2 1 48 4 16
split_gain=3.19853e-05 4.14092e-05 5.50779e-05 0.000106551 5.46231e-05 4.93454e-05 6.66814e-05
threshold=0.27287000000000006 0.15398500000000004 0.092875000000000013 0.093575000000000019 0.083985000000000018 0.053180000000000012 -0.078844999999999985
decision_type=2 2 2 2 2 2 2
left_child=1 2 4 -4 5 6 -1
right_child=-2 -3 3 -5 -6 -7 -8
leaf_value=9.2751293460456517e-05 0.0002538490062330662 0.00033034831969447066 -0.00070996766567475071 4.5244176878632932e-05 0.00042414866246915674 0.00015754099198132389 -0.00058534005255751319
leaf_weight=0.0010390167667904107 0.00161060609124859 0.0010008933232652879 0.0013558772845211594 0.0015273399293076004 0.0010640673248598917 0.0019135475454421834 0.0012032299551174342
leaf_count=607 352 50 605 305 258 140 804
internal_value=0 -4.59169e-05 -9.23932e-05 -0.000309906 2.7751e-05 -7.37444e-05 -0.000271125
internal_weight=0 0.00910397 0.00810308 0.00288322 0.00521986 0.00415579 0.00224225
internal_count=3121 2769 2719 910 1809 1551 1411
is_linear=0
shrinkage=0.00196078


Tree=5901
num_leaves=7
num_cat=0
split_feature=133 40 48 1 2 52
split_gain=1.52481e-05 3.0516e-05 5.95655e-05 6.50346e-05 4.37911e-05 3.47477e-05
threshold=-0.085499999999999979 -0.012109999999999998 0.10288500000000002 0.111945 0.095195000000000016 -0.0064899999999999992
decision_type=2 2 2 2 2 2
left_child=-1 -2 3 4 5 -3
right_child=1 2 -4 -5 -6 -7
leaf_value=0.010781024133131901 0.014779256508900074 -0.01163604863737961 -0.023958048941730172 0.020047017286922063 -0.017688227480602819 0.010171770618887341
leaf_weight=0.0011450651296899738 0.0010109360188581924 0.0011652522673311571 0.0012179128520924979 0.0013070279405601971 0.001759025243504601 0.0019589156722192888
leaf_count=488 293 507 153 245 537 898
internal_value=0 -0.00151837 -0.00374239 0.000234997 -0.00506786 0.00203789
internal_weight=0 0.00841907 0.00740813 0.00619022 0.00488319 0.00312417
internal_count=3121 2633 2340 2187 1942 1405
is_linear=0
shrinkage=0.1


Tree=5902
num_leaves=8
num_cat=0
split_feature=4 42 49 16 16 160 0
split_gain=1.39907e-05 2.83597e-05 3.45922e-05 4.00769e-05 6.79041e-05 3.9313e-05 2.46179e-05
threshold=0.27287000000000006 0.092145000000000019 -0.00064499999999999985 0.22339500000000004 -0.088394999999999987 0.079055000000000014 -0.083914999999999976
decision_type=2 2 2 2 2 2 2
left_child=1 2 5 4 -4 -1 -6
right_child=-2 -3 3 -5 6 -7 -8
leaf_value=-0.022983012806406772 0.0091433358601105044 -0.015602354117312936 -0.0082161734098303383 -0.01046670040142568 0.032293912343822881 0.0039906056389888526 0.011685414259162755
leaf_weight=0.0010907636303694474 0.0014127300531200553 0.0012336578518364677 0.0012217295342497286 0.0011638452981750291 0.0010442698229526171 0.0010707376548041445 0.0013027578357109521
leaf_count=340 352 544 436 275 418 177 579
internal_value=0 -0.00163844 0.000860318 0.00564748 0.0109026 -0.00962116 0.0208548
internal_weight=0 0.00812776 0.0068941 0.0047326 0.00356876 0.0021615 0.00234703
internal_count=3121 2769 2225 1708 1433 517 997
is_linear=0
shrinkage=0.1


Tree=5903
num_leaves=8
num_cat=0
split_feature=159 2 3 51 2 0 0
split_gain=3.47133e-05 4.97307e-05 5.65078e-05 5.98302e-05 7.91157e-05 4.45234e-05 0.000102893
threshold=-1.0000000180025095e-35 0.088225000000000012 -0.10831999999999999 0.081440000000000026 0.10613000000000002 -0.10607499999999999 -0.077809999999999976
decision_type=2 2 2 2 2 2 2
left_child=-1 5 -3 4 -4 -2 -7
right_child=1 2 3 -5 -6 6 -8
leaf_value=-0.00035150091657708678 0.00017836221919500107 0.00048636178426526865 0.00019735939338868979 0.00042499906570252238 -0.00039420868234574474 -0.00074798947197699938 6.669187402835188e-05
leaf_weight=0.0010209551302818179 0.0010508917761982116 0.0013734292082095553 0.0017636950418700079 0.0011309315001683138 0.0017137661356267111 0.0010974549971161909 0.0013045302449345754
leaf_count=509 135 225 530 211 405 801 305
internal_value=0 2.91143e-05 0.000137271 3.32318e-05 -9.41778e-05 -0.000158258 -0.000305532
internal_weight=0 0.0094347 0.00598182 0.00460839 0.00347746 0.00345288 0.00240199
internal_count=3121 2612 1371 1146 935 1241 1106
is_linear=0
shrinkage=0.00196078


Tree=5904
num_leaves=9
num_cat=0
split_feature=159 2 0 0 3 2 1 13
split_gain=3.06272e-05 4.11709e-05 4.81484e-05 9.42683e-05 4.69165e-05 4.66366e-05 9.40328e-05 3.79799e-05
threshold=-1.0000000180025095e-35 0.088225000000000012 -0.10607499999999999 -0.077809999999999976 -0.10831999999999999 0.10613000000000002 0.10937500000000001 -0.014169999999999999
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 -3 7 -7 -6
right_child=1 4 3 -5 5 6 -8 -9
leaf_value=-0.00032630319360268787 0.00020355716468740525 0.00044262203779784129 -0.00071708850409400173 5.9362271174339953e-05 -5.9459225189952224e-05 -0.00058303746883967185 0.00021542351988494056 0.00044175090848459932
leaf_weight=0.0010460001901849677 0.0010739756612887521 0.0013817799019045767 0.0011064259545284722 0.0013164642022954289 0.0010288800113681126 0.0010954306505125389 0.0011756571650895706 0.0013360860542797487
leaf_count=509 135 225 801 305 381 265 239 261
internal_value=0 2.71782e-05 -0.000142025 -0.000295208 0.000125499 3.09806e-05 -0.000169704 0.000223699
internal_weight=0 0.0095147 0.00349687 0.00242289 0.00601783 0.00463605 0.00227109 0.00236497
internal_count=3121 2612 1241 1106 1371 1146 504 642
is_linear=0
shrinkage=0.00196078


Tree=5905
num_leaves=9
num_cat=0
split_feature=4 0 43 15 1 15 3 2
split_gain=3.58755e-05 9.71384e-05 5.2631e-05 3.39688e-05 8.94392e-05 6.79425e-05 5.21619e-05 7.30591e-05
threshold=-0.49013999999999996 1.0000000180025095e-35 -0.24021999999999996 -0.0063699999999999989 0.091785000000000019 0.088655000000000025 0.12178000000000001 0.10444500000000002
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 -4 -5 7 -6
right_child=1 -3 3 5 6 -7 -8 -9
leaf_value=-0.00036095019160513174 -0.00046162417025191857 0.00056275331523825622 -0.00057092147717835245 0.00043780318124950185 -6.413711700417058e-05 -0.00018126302747392226 -0.00030437206456707496 0.00061430342248138979
leaf_weight=0.0010005393539873801 0.0010179622636024626 0.0011547365526592126 0.0011243459123485844 0.0016604713054964235 0.0014757484877532924 0.001156194968867005 0.0010471386367976454 0.0010405391228620574
leaf_count=169 153 173 861 564 261 610 139 191
internal_value=0 2.90606e-05 -4.32517e-05 1.34997e-05 -8.87578e-05 0.000183687 6.33763e-05 0.000216413
internal_weight=0 0.00967714 0.0085224 0.00750444 0.00468777 0.00281667 0.00356343 0.00251629
internal_count=3121 2952 2779 2626 1452 1174 591 452
is_linear=0
shrinkage=0.00196078


Tree=5906
num_leaves=8
num_cat=0
split_feature=457 160 1 403 15 12 3
split_gain=1.38442e-05 3.86235e-05 3.50824e-05 5.29132e-05 0.000100397 5.53373e-05 3.55654e-05
threshold=0.069910000000000014 0.041220000000000007 0.12811000000000003 0.03138500000000001 1.0000000180025095e-35 0.085885000000000017 0.086245000000000016
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 -1
right_child=-2 -3 -4 -5 -6 -7 -8
leaf_value=0.023229654063387783 0.0097447809808901189 -0.01974745938743027 0.01747782170812661 0.018260547178670702 -0.033406561150205356 -0.011844423937216736 -0.0021436885975445069
leaf_weight=0.001209051606498898 0.0012527381102215495 0.0010211043680471944 0.0010996911849292376 0.001075584507373919 0.0010684889544106662 0.0018276426632768752 0.0010171820102524154
leaf_count=366 267 361 223 300 857 627 120
internal_value=0 -0.00153146 0.00101737 -0.00190318 -0.00613712 0.00105034 0.0116364
internal_weight=0 0.00831875 0.00729764 0.00619795 0.00512237 0.00405388 0.00222623
internal_count=3121 2854 2493 2270 1970 1113 486
is_linear=0
shrinkage=0.1


Tree=5907
num_leaves=9
num_cat=0
split_feature=4 0 43 15 1 15 3 2
split_gain=5.13399e-05 8.93587e-05 6.84376e-05 4.797e-05 8.27957e-05 8.1303e-05 6.42606e-05 9.61775e-05
threshold=-0.49405499999999997 -1.0000000180025095e-35 -0.24021999999999996 -0.0063699999999999989 0.091785000000000019 0.035560000000000008 0.12178000000000001 0.10444500000000002
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 -4 -5 7 -6
right_child=1 -3 3 5 6 -7 -8 -9
leaf_value=-0.00042616333808178416 -0.00049802586028513851 0.00054265237413293819 -0.00054830438995894014 0.00067236291948783301 -9.242765576062839e-05 -1.2534770240112535e-05 -0.00034417121905841957 0.00067769035422016828
leaf_weight=0.0010170791112732126 0.001063867211702171 0.0011811015204368945 0.0011437226189315339 0.0010348223435704487 0.0015134311739218309 0.0018715382824871904 0.0010847026312832651 0.0010602594226983802
leaf_count=156 153 186 861 126 261 1048 139 191
internal_value=0 3.63316e-05 -3.18391e-05 3.25006e-05 -8.78335e-05 0.000231326 5.61233e-05 0.000224831
internal_weight=0 0.00995345 0.00877234 0.00770848 0.00480212 0.00290636 0.00365839 0.00257369
internal_count=3121 2965 2779 2626 1452 1174 591 452
is_linear=0
shrinkage=0.00196078


Tree=5908
num_leaves=7
num_cat=0
split_feature=2 13 13 52 0 3
split_gain=1.44349e-05 3.82895e-05 3.61391e-05 3.15139e-05 3.67448e-05 2.30533e-05
threshold=0.099185000000000009 -0.086589999999999986 -0.08971999999999998 0.08976000000000002 -0.10011499999999998 0.10893000000000001
decision_type=2 2 2 2 2 2
left_child=1 -1 -2 4 -3 -4
right_child=2 3 5 -5 -6 -7
leaf_value=-0.019340347678404618 0.01779009020438346 0.0060492619207230605 0.0059093023636908005 0.015902046359019768 -0.014676927943395555 -0.013367478071976921
leaf_weight=0.0011756804526704568 0.0013589803080729566 0.0018096354253691099 0.0014337779819465035 0.0010708906973570364 0.0016221160618850345 0.0010935746895238685
leaf_count=482 200 171 622 405 1144 97
internal_value=0 -0.00327023 0.00463951 0.000925819 -0.00374757 -0.00243168
internal_weight=0 0.00567832 0.00388633 0.00450264 0.00343175 0.00252735
internal_count=3121 2202 919 1720 1315 719
is_linear=0
shrinkage=0.1


Tree=5909
num_leaves=9
num_cat=0
split_feature=159 2 43 15 0 43 16 15
split_gain=3.58206e-05 4.61546e-05 5.02933e-05 8.5438e-05 9.46024e-05 6.32157e-05 4.63929e-05 6.24587e-05
threshold=-1.0000000180025095e-35 0.088225000000000012 0.016310000000000002 -0.031204999999999997 -0.18113999999999997 -0.053764999999999993 -0.088394999999999987 -0.016799999999999995
decision_type=2 2 2 2 2 2 2 2
left_child=-1 6 3 4 -3 -5 -2 -8
right_child=1 2 -4 5 -6 -7 7 -9
leaf_value=-0.00035491970529341198 -0.00048436838676146541 -6.2090110039186269e-05 0.00044306571283599799 8.2201582913077339e-05 0.00071448789568886648 -0.00060172614946885235 -0.00035484356231445593 0.00028388911295627368
leaf_weight=0.0010224991683783812 0.0010878898886950601 0.0013719515905627532 0.0015223518306195002 0.0010345852740137494 0.0010761927561238856 0.0010438313524284235 0.0010475277752834576 0.0013434710559300754
leaf_count=509 369 88 274 203 528 278 293 579
internal_value=0 3.12703e-05 0.000134766 3.10801e-05 0.00027929 -0.000261284 -0.000148683 4.052e-06
internal_weight=0 0.0095278 0.00604891 0.00452656 0.00244814 0.00207842 0.00347889 0.002391
internal_count=3121 2612 1371 1097 616 481 1241 872
is_linear=0
shrinkage=0.00196078


Tree=5910
num_leaves=9
num_cat=0
split_feature=0 16 16 16 1 49 15 0
split_gain=3.68071e-05 4.54831e-05 4.57753e-05 5.59588e-05 5.72211e-05 4.69479e-05 6.84161e-05 4.55463e-05
threshold=0.15398500000000004 0.31475000000000003 -0.008904999999999998 -0.065229999999999996 0.10752500000000002 -0.047584999999999995 0.088235000000000022 -0.060129999999999996
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 -1 -7 -4
right_child=-2 -3 7 -5 -6 6 -8 -9
leaf_value=0.00019342782089211283 0.00035369821545995375 -0.00042254857143621038 -1.6680676225959149e-05 -0.00050408672663075583 0.0002723322710203435 -0.00061246866074228794 6.6300067725488262e-05 0.0005325190166197832
leaf_weight=0.0010337696258166714 0.0010035122414640942 0.0010675438165016664 0.0012368072911269823 0.0010074258630293096 0.001898761051715638 0.0012782669519987157 0.0010317220710928856 0.0010941848923864007
leaf_count=123 60 313 557 444 325 742 386 171
internal_value=0 -4.08683e-05 6.61606e-06 -8.08441e-05 4.88031e-07 -0.000153879 -0.000309307 0.000241118
internal_weight=0 0.00964848 0.00858094 0.00624995 0.00524252 0.00334376 0.00230999 0.00233099
internal_count=3121 3061 2748 2020 1576 1251 1128 728
is_linear=0
shrinkage=0.00196078


Tree=5911
num_leaves=9
num_cat=0
split_feature=48 48 2 0 52 13 13 13
split_gain=7.11718e-05 0.000107505 5.64159e-05 6.67288e-05 7.36851e-05 0.000163403 6.03144e-05 6.67083e-05
threshold=0.11951500000000001 0.092475000000000016 0.11293500000000002 -0.14920999999999998 0.10160000000000001 -0.094514999999999988 -0.016469999999999995 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 -5 -7 -8
right_child=-2 -3 -4 4 -6 6 7 -9
leaf_value=-0.00050782411938959146 -0.00049407864582264938 0.00056451073120664585 0.00031555060091358441 0.00073617860201160548 -0.00043088778569986815 -0.00050473029308988591 0.00036747061266538376 -0.00022467735534705216
leaf_weight=0.0013140263835342211 0.001077283661197124 0.0012936179971100468 0.0014562405414636709 0.0011464684736003355 0.0013523215273290581 0.0010586503472942233 0.0013252772295156178 0.001632368453190883
leaf_count=162 114 251 388 142 407 851 438 368
internal_value=0 3.49469e-05 -3.88309e-05 -0.000104747 -2.34505e-05 8.32726e-05 -0.000103102 4.06554e-05
internal_weight=0 0.010579 0.00928535 0.00782911 0.00651509 0.00516276 0.0040163 0.00295765
internal_count=3121 3007 2756 2368 2206 1799 1657 806
is_linear=0
shrinkage=0.00196078


Tree=5912
num_leaves=9
num_cat=0
split_feature=0 16 16 16 49 1 15 160
split_gain=3.58666e-05 5.95369e-05 5.49044e-05 4.63056e-05 5.29035e-05 5.33044e-05 6.30885e-05 4.40901e-05
threshold=0.15398500000000004 0.26799500000000004 -0.008904999999999998 -0.065229999999999996 -0.047584999999999995 0.10752500000000002 0.088235000000000022 -0.063384999999999983
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 6 -6 -4
right_child=-2 -3 7 -5 5 -7 -8 -9
leaf_value=0.00030338666391261477 0.00033860102826314167 -0.00045905774119119335 0.00056987788140160046 -0.00046628162387238499 -0.00060798247872348779 0.00015707549091375641 3.8496468330940054e-05 2.4607769479230385e-05
leaf_weight=0.0014828305483441024 0.0010240979745831753 0.0011855033283740659 0.0010318861217871692 0.0010250446580894954 0.0012896257525142991 0.0014915761341431056 0.0010552596439483853 0.0012740925056467388
leaf_count=188 60 349 275 444 742 260 386 417
internal_value=0 -4.6977e-05 9.49759e-06 -8.4681e-05 -1.11453e-05 -0.000132715 -0.00031705 0.000268607
internal_weight=0 0.00983582 0.00865032 0.00634434 0.00531929 0.00383646 0.00234489 0.00230598
internal_count=3121 3061 2712 2020 1576 1388 1128 692
is_linear=0
shrinkage=0.00196078


Tree=5913
num_leaves=6
num_cat=0
split_feature=150 15 16 43 43
split_gain=1.34841e-05 3.2057e-05 6.11652e-05 5.16651e-05 6.90082e-05
threshold=0.081835000000000019 -0.037864999999999989 -0.056919999999999991 -0.084004999999999982 0.016310000000000002
decision_type=2 2 2 2 2
left_child=1 2 -1 -3 -5
right_child=-2 3 -4 4 -6
leaf_value=0.00043969936348647165 0.0079640153237805593 0.017213642549210702 -0.029487497677880947 -0.019062522042941378 0.010294801043795904
leaf_weight=0.0019707321001843896 0.0017147079203878668 0.0017079445400955749 0.0010450789735555483 0.0015947350676688674 0.0016081078885520593
leaf_count=558 420 375 543 926 299
internal_value=0 -0.00181601 -0.00993107 0.0031676 -0.00432257
internal_weight=0 0.0079266 0.00301581 0.00491079 0.00320284
internal_count=3121 2701 1101 1600 1225
is_linear=0
shrinkage=0.1


Tree=5914
num_leaves=7
num_cat=0
split_feature=4 151 12 16 16 2
split_gain=1.55239e-05 2.99589e-05 4.51182e-05 3.51909e-05 4.95399e-05 3.46584e-05
threshold=0.27287000000000006 -0.024429999999999997 0.088305000000000008 -0.092484999999999984 0.023255000000000001 0.088555000000000009
decision_type=2 2 2 2 2 2
left_child=1 -1 3 -3 -5 -4
right_child=-2 2 5 4 -6 -7
leaf_value=0.012353582761009689 0.0095430115041636333 -0.026964751587899401 0.01559556391052179 0.0075350385290478428 -0.019238997096940481 -0.0056272556839198368
leaf_weight=0.0012723162142898202 0.0014300332431000972 0.0010715326305920335 0.0014947032707173045 0.0014067399300308119 0.0013584197669552422 0.001585959717289098
leaf_count=451 352 241 516 638 214 709
internal_value=0 -0.00174911 -0.00434303 -0.0115799 -0.00561805 0.00466982
internal_weight=0 0.00818967 0.00691736 0.00383669 0.00276516 0.00308066
internal_count=3121 2769 2318 1093 852 1225
is_linear=0
shrinkage=0.1


Tree=5915
num_leaves=8
num_cat=0
split_feature=0 0 2 0 52 15 16
split_gain=1.55138e-05 3.33844e-05 8.01101e-05 4.21481e-05 3.85444e-05 3.32853e-05 2.66194e-05
threshold=-0.062294999999999996 -0.10607499999999999 0.088225000000000012 -0.14920999999999998 -0.0064899999999999992 -1.0000000180025095e-35 0.16703000000000004
decision_type=2 2 2 2 2 2 2
left_child=1 3 -3 4 -1 -2 -7
right_child=5 2 -4 -5 -6 6 -8
leaf_value=-0.017634668448318177 0.020277803037035202 -0.028623584708215244 0.0062948358202887331 0.018485346085335995 0.0071698799588358472 0.0098271785011239798 -0.012208973391663805
leaf_weight=0.0011577803061040143 0.0010430955089093799 0.0013447374505248934 0.0012847086375545047 0.0012106065464124599 0.0013651348942545229 0.0010739529487020227 0.0011197402713320533
leaf_count=91 275 1168 798 274 195 159 161
internal_value=0 -0.00293179 -0.011563 0.00314697 -0.00421307 0.0055718 -0.00142087
internal_weight=0 0.00636297 0.00262945 0.00373352 0.00252292 0.00323679 0.00219369
internal_count=3121 2526 1966 560 286 595 320
is_linear=0
shrinkage=0.1


Tree=5916
num_leaves=9
num_cat=0
split_feature=4 43 13 13 42 3 4 4
split_gain=3.28996e-05 7.31756e-05 8.25089e-05 3.24631e-05 5.93957e-05 5.01804e-05 4.92263e-05 5.14068e-05
threshold=-0.49405499999999997 -0.24021999999999996 0.016935000000000002 -0.011289999999999998 0.075730000000000006 -0.078934999999999991 0.0061450000000000003 0.053925000000000008
decision_type=2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 -3 -6 -5 -8
right_child=1 2 -4 6 5 -7 7 -9
leaf_value=-0.00034804049553801002 -0.00046180465948182935 0.00044817596255559955 0.00060854978235077174 -0.00038819750837178543 -0.00029359663080743003 0.00025212473207532858 0.00039615291582311058 -0.00021117045971562516
leaf_weight=0.0010119048379421116 0.0010664707240500915 0.0014765378672698141 0.0010126306839261688 0.0015346402636365313 0.0014158753867582886 0.0011942139295739178 0.0010019792143190211 0.0011518344191164818
leaf_count=156 156 432 287 463 870 555 55 147
internal_value=0 2.32225e-05 8.2085e-05 1.3518e-05 0.000133886 -4.39086e-05 -0.000119844 7.13635e-05
internal_weight=0 0.00985418 0.00878771 0.00777508 0.00408663 0.00261009 0.00368845 0.00215381
internal_count=3121 2965 2809 2522 1857 1425 665 202
is_linear=0
shrinkage=0.00196078


Tree=5917
num_leaves=10
num_cat=0
split_feature=133 13 15 52 2 0 16 1 42
split_gain=0.000119708 0.000135191 6.25836e-05 6.42485e-05 0.000102328 0.000116226 6.30392e-05 4.31116e-05 3.54447e-05
threshold=0.10622000000000002 -0.23438999999999996 -0.15914499999999995 0.10024500000000001 0.092755000000000018 -0.10011499999999998 -0.070454999999999976 0.089175000000000018 0.085465000000000013
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 7 -6 -4 -7
right_child=-2 2 3 -5 6 8 -8 -9 -10
leaf_value=0.00068137543993082128 -0.00064911356131294002 0.00037149545291139058 0.00058205236062142715 0.00028429384919353545 -0.00087086802446515918 -0.00055703598321434154 -0.00019059636203209253 5.0911299895329769e-05 -6.9842390420684958e-05
leaf_weight=0.0011771184513725058 0.0010182006425700748 0.0013316492473520692 0.0011062365304223914 0.0014732712902616307 0.0010376744043872465 0.0011780641809712969 0.0010574235644653296 0.0012530404466235545 0.0011199146292985287
leaf_count=157 435 265 109 409 173 724 398 56 395
internal_value=0 5.43696e-05 -2.28554e-05 -8.6697e-05 -0.000167642 -5.74591e-06 -0.000527526 0.000299957 -0.000319603
internal_weight=0 0.0107344 0.00955727 0.00822563 0.00675235 0.00465726 0.0020951 0.00235928 0.00229798
internal_count=3121 2686 2529 2264 1855 1284 571 165 1119
is_linear=0
shrinkage=0.00196078


Tree=5918
num_leaves=7
num_cat=0
split_feature=42 49 42 1 2 3
split_gain=1.46774e-05 2.66464e-05 5.627e-05 3.6864e-05 8.49527e-05 5.44744e-05
threshold=-1.0000000180025095e-35 -0.047584999999999995 0.091545000000000015 0.11061500000000002 0.10005000000000001 -0.078934999999999991
decision_type=2 2 2 2 2 2
left_child=-1 -2 3 4 5 -3
right_child=1 2 -4 -5 -6 -7
leaf_value=-0.008777909647683135 0.012563833544186363 -0.020437984683776264 -0.020000794358987259 -0.01209224499937115 0.028688950188880503 0.0096649980121083015
leaf_weight=0.0016127281259669486 0.0017560290441746033 0.0010191788172832518 0.0012883362787757587 0.0011680664788362681 0.0013226952058789515 0.0014655635016664419
leaf_count=862 360 623 620 219 211 226
internal_value=0 0.00167728 -0.00137469 0.00344827 0.00821588 -0.00268249
internal_weight=0 0.00801987 0.00626384 0.0049755 0.00380744 0.00248474
internal_count=3121 2259 1899 1279 1060 849
is_linear=0
shrinkage=0.1


Tree=5919
num_leaves=8
num_cat=0
split_feature=484 160 133 133 42 47 4
split_gain=1.464e-05 2.4378e-05 4.28865e-05 4.06251e-05 0.000120833 4.19545e-05 5.23024e-05
threshold=0.084040000000000017 -1.0000000180025095e-35 -1.0000000180025095e-35 0.091410000000000005 0.088060000000000013 0.09550500000000002 0.033845000000000007
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 6 -4
right_child=-2 2 3 -5 -6 -7 -8
leaf_value=-0.015144803475161736 0.010979727878865499 -0.018435564758161823 0.0034165035131257164 -0.012195177780524301 0.036136473153399629 0.016024114401355916 -0.02455546316438895
leaf_weight=0.0011274197292864283 0.001066800952777479 0.0010170318878195304 0.0017935215131349464 0.0012885042619537818 0.0011544826954821459 0.0010931876813604635 0.0010656286825435725
leaf_count=632 368 709 493 449 232 87 151
internal_value=0 -0.00144509 0.000638632 0.00367195 0.00767539 -0.000638121 -0.00700888
internal_weight=0 0.00853978 0.00741236 0.00639532 0.00510682 0.00395234 0.00285915
internal_count=3121 2753 2121 1412 963 731 644
is_linear=0
shrinkage=0.1


Tree=5920
num_leaves=8
num_cat=0
split_feature=48 48 1 15 42 4 1
split_gain=4.88744e-05 0.000104202 6.32379e-05 5.08024e-05 6.63704e-05 5.37695e-05 5.28565e-05
threshold=0.11951500000000001 0.092475000000000016 0.111945 -0.0063699999999999989 0.086325000000000013 -0.084369999999999987 0.091785000000000019
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 6 5 -5 -1
right_child=-2 -3 -4 4 -6 -7 -8
leaf_value=-0.00069417443950235051 -0.00041711997446470714 0.00056639634055722548 0.0002660057744511178 -0.00010842191676677149 -0.00038725520442806479 0.00039614532756815889 -0.00010243244433553839
leaf_weight=0.0010430664445364574 0.0010257076860044354 0.001232193406964688 0.0019872047587088564 0.0016533345327862489 0.0012834764499198227 0.0015957010551467818 0.0013082634717422484
leaf_count=762 114 251 374 456 545 395 224
internal_value=0 3.20964e-05 -4.21181e-05 -0.000131066 -9.74319e-06 0.000139387 -0.000364933
internal_weight=0 0.0101032 0.00887105 0.00688384 0.00453251 0.00324904 0.00235133
internal_count=3121 3007 2756 2382 1396 851 986
is_linear=0
shrinkage=0.00196078


Tree=5921
num_leaves=10
num_cat=0
split_feature=15 0 16 16 49 0 0 4 4
split_gain=6.62079e-05 5.90791e-05 6.71463e-05 7.25736e-05 7.94453e-05 6.18072e-05 5.33365e-05 7.09017e-05 6.29196e-05
threshold=-0.24436499999999997 0.15398500000000004 0.26799500000000004 -0.092484999999999984 -0.047584999999999995 -0.11756999999999999 -0.062294999999999996 0.0052350000000000009 -0.076229999999999978
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 -6 7 8 -5
right_child=1 -3 -4 6 5 -7 -8 -9 -10
leaf_value=0.00047048908887003512 0.00015422065316933481 0.00038205661288518149 -0.00054487096271871197 0.00011330164931514217 -0.0007858181634839115 -0.00014900554872984605 0.00050817535962116903 0.00041276635681523845 -0.00055142073542858885
leaf_weight=0.0010074126819476911 0.0012282657137950856 0.001057958060801281 0.0011752061613877181 0.001165057466206992 0.0011500952437528515 0.0011946315750797779 0.0010671788211602425 0.0010890473840233115 0.0010328049915408451
leaf_count=253 120 55 332 686 156 326 193 150 850
internal_value=0 -5.651e-05 -0.000107485 -4.26411e-05 -0.000249748 -0.000461364 0.000127312 3.6554e-06 -0.00019906
internal_weight=0 0.0101602 0.00910229 0.00792708 0.00357299 0.00234473 0.00435409 0.00328691 0.00219786
internal_count=3121 2868 2813 2481 602 482 1879 1686 1536
is_linear=0
shrinkage=0.00196078


Tree=5922
num_leaves=8
num_cat=0
split_feature=159 2 3 51 2 16 15
split_gain=2.98148e-05 4.4974e-05 4.55222e-05 5.34429e-05 7.76835e-05 3.96958e-05 6.26932e-05
threshold=-1.0000000180025095e-35 0.088225000000000012 -0.10831999999999999 0.081440000000000026 0.10613000000000002 -0.088394999999999987 -0.016799999999999995
decision_type=2 2 2 2 2 2 2
left_child=-1 5 -3 4 -4 -2 -7
right_child=1 2 3 -5 -6 6 -8
leaf_value=-0.00031918398596397513 -0.00045899755070094529 0.00044560167090364146 0.00020839029556614524 0.0004079320409003981 -0.00037399404667177527 -0.00036900883211806677 0.00027386215218106087
leaf_weight=0.0010314727035564382 0.0010774577244181049 0.0013861895046388874 0.0017855362699016634 0.0011503794569660188 0.0017374414319495336 0.0010305926750571555 0.0013435388730886188
leaf_count=509 369 225 530 211 405 293 579
internal_value=0 3.17898e-05 0.000133551 4.09924e-05 -7.88266e-05 -0.000146861 -5.20331e-06
internal_weight=0 0.00951114 0.00605955 0.00467336 0.00352298 0.00345159 0.00237413
internal_count=3121 2612 1371 1146 935 1241 872
is_linear=0
shrinkage=0.00196078


Tree=5923
num_leaves=9
num_cat=0
split_feature=39 12 48 3 1 52 13 52
split_gain=3.50421e-05 4.96307e-05 5.25776e-05 8.53612e-05 7.63208e-05 7.07816e-05 7.05283e-05 1.35623e-05
threshold=0.094675000000000009 0.10866500000000003 0.11280000000000003 0.096675000000000011 0.094825000000000007 -0.0064899999999999992 -0.014169999999999999 0.039215000000000007
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 -1 -7 -8
right_child=-2 -3 -4 -5 -6 6 7 -9
leaf_value=-0.00046994184010190713 -0.00036333932820911924 -0.00039245467222471397 -0.00031505493510682406 0.00052126437649202746 0.00041726816796100339 -0.00030609927904672263 0.00044395766597306438 0.00012355230713359644
leaf_weight=0.0014049648225301363 0.001008673171061754 0.0010078893155170297 0.0012031491195010399 0.0016500748290489966 0.0014204096916236621 0.0012749267483320396 0.0010062992254851043 0.0010255523673648695
leaf_count=666 178 224 115 244 432 767 167 328
internal_value=0 2.01301e-05 6.64097e-05 0.000125385 1.88595e-05 -0.000101245 5.54042e-05 0.000282237
internal_weight=0 0.00999327 0.00898538 0.00778223 0.00613215 0.00471174 0.00330678 0.00203185
internal_count=3121 2943 2719 2604 2360 1928 1262 495
is_linear=0
shrinkage=0.00196078


Tree=5924
num_leaves=8
num_cat=0
split_feature=133 52 16 3 43 0 0
split_gain=1.58183e-05 3.249e-05 6.52241e-05 6.20964e-05 7.56296e-05 0.000115471 7.48212e-05
threshold=-0.085499999999999979 0.11434500000000002 0.38525000000000004 0.12178000000000001 -0.092909999999999979 -0.076899999999999982 -0.12333499999999999
decision_type=2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 6 -6
right_child=1 -3 -4 -5 5 -7 -8
leaf_value=0.010937229315532824 -0.019076179534468943 -0.015901098504970103 0.02422336171792459 -0.024073572969756207 0.010967620675789474 0.037382917849635169 -0.023492449921330812
leaf_weight=0.0011475715840236099 0.001278131351622247 0.0013340787548639125 0.0010421838572923043 0.0011243944236289504 0.0016991463321306877 0.0010416276361780224 0.0010014209326900403
leaf_count=488 341 444 273 151 199 398 827
internal_value=0 -0.00156899 0.00109143 -0.0028319 0.00192557 0.00909863 -0.00181082
internal_weight=0 0.00852098 0.0071869 0.00614472 0.00502033 0.00374219 0.00270057
internal_count=3121 2633 2189 1916 1765 1424 1026
is_linear=0
shrinkage=0.1


Tree=5925
num_leaves=7
num_cat=0
split_feature=47 4 4 3 13 43
split_gain=1.49565e-05 5.31507e-05 4.8903e-05 4.70675e-05 3.79291e-05 4.1986e-05
threshold=0.11926500000000002 0.24564500000000003 0.055260000000000011 0.10299500000000002 -0.033284999999999988 -0.013819999999999997
decision_type=2 2 2 2 2 2
left_child=1 2 3 4 -1 -6
right_child=-2 -3 -4 -5 5 -7
leaf_value=-0.017890356470845636 -0.011570702767317375 0.016717948884488867 -0.022262588866507463 0.018292895657102445 0.015873445486653794 -0.0074234021611932974
leaf_weight=0.0013398043358680781 0.0010127054796465794 0.0017708596543437854 0.0010785858309770484 0.0012293392817058074 0.0013136735281368325 0.001881641102830474
leaf_count=1206 112 398 235 122 521 527
internal_value=0 0.00127654 -0.00271943 0.000937286 -0.00376732 0.00215451
internal_weight=0 0.0086139 0.00684304 0.00576446 0.00453512 0.00319531
internal_count=3121 3009 2611 2376 2254 1048
is_linear=0
shrinkage=0.1


Tree=5926
num_leaves=7
num_cat=0
split_feature=133 42 160 151 4 4
split_gain=1.43444e-05 3.35239e-05 3.6419e-05 5.90019e-05 7.41761e-05 4.21422e-05
threshold=-0.085499999999999979 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.0083949999999999979 0.076415000000000025 -0.080924999999999983
decision_type=2 2 2 2 2 2
left_child=-1 -2 -3 -4 5 -5
right_child=1 2 3 4 -6 -7
leaf_value=0.010452179816860974 -0.016267831688220016 -0.011824957623157023 -0.016177683861567035 0.013372735950488407 0.029848402201394154 -0.0098739743195872115
leaf_weight=0.0011420301694295169 0.0012989897721499338 0.0016530348738353975 0.0010540008520916588 0.0015514639785145445 0.0013360029816603604 0.0015679050816125402
leaf_count=488 610 758 287 278 202 498
internal_value=0 -0.00148754 0.00119304 0.00509897 0.0101324 0.00168812
internal_weight=0 0.0084614 0.00716241 0.00550937 0.00445537 0.00311937
internal_count=3121 2633 2023 1265 978 776
is_linear=0
shrinkage=0.1


Tree=5927
num_leaves=9
num_cat=0
split_feature=11 3 15 3 15 48 0 0
split_gain=4.61177e-05 5.77828e-05 4.45746e-05 0.00010429 9.37707e-05 8.63499e-05 8.26478e-05 6.40023e-05
threshold=0.079915000000000014 -0.10519499999999998 -0.016799999999999995 0.10542000000000001 0.088235000000000022 0.083985000000000018 -0.23001499999999997 -0.10224499999999999
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 5 4 -4 7 -7 -3
right_child=-2 2 3 -5 -6 6 -8 -9
leaf_value=0.00037241371597270152 -0.00040744775215691723 -0.0007809581458163952 -0.0005362400270539885 0.00057870261470033052 0.00021843331289396042 -0.00026937686833496534 0.00046894793811920048 -0.00011549363329470231
leaf_weight=0.0016046509737005785 0.0010137183251283108 0.0010890937967683221 0.0011090697592021632 0.0012811935379125408 0.0014747011745663888 0.0011694197735211964 0.0011622122469976824 0.0011344522411551776
leaf_count=221 199 202 667 84 627 60 424 637
internal_value=0 3.14085e-05 -3.35778e-05 0.000121302 -0.000105506 -0.000164989 9.86444e-05 -0.000441438
internal_weight=0 0.0100248 0.00842014 0.00386496 0.00258377 0.00455518 0.00233163 0.00222355
internal_count=3121 2922 2701 1378 1294 1323 484 839
is_linear=0
shrinkage=0.00196078


Tree=5928
num_leaves=8
num_cat=0
split_feature=157 160 133 43 3 0 0
split_gain=1.43943e-05 4.15841e-05 4.632e-05 4.58855e-05 7.72681e-05 4.77009e-05 8.84868e-05
threshold=-0.05495499999999999 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.088909999999999989 -0.074084999999999998 -0.10011499999999998 -0.23001499999999997
decision_type=2 2 2 2 2 2 2
left_child=-1 -2 -3 -4 -5 6 -6
right_child=1 2 3 4 5 -7 -8
leaf_value=0.011084686182122045 -0.018744153170178936 -0.017451913491103765 -0.009057777111413692 0.031022497168130672 -0.010200289451211568 -0.015515581818376402 0.029914237843611993
leaf_weight=0.0010329637185973782 0.0011916823489999664 0.0011088949680414491 0.0017447098218968541 0.0012638544606344204 0.0010762346399022515 0.0010612898226094809 0.0011243744603192034
leaf_count=479 644 709 344 436 78 291 140
internal_value=0 -0.00141107 0.00138803 0.00471976 0.0100311 0.00189778 0.0102957
internal_weight=0 0.00857104 0.00737936 0.00627046 0.00452575 0.0032619 0.00220061
internal_count=3121 2642 1998 1289 945 509 218
is_linear=0
shrinkage=0.1


Tree=5929
num_leaves=6
num_cat=0
split_feature=133 12 3 12 15
split_gain=1.5898e-05 2.80798e-05 6.10593e-05 4.67044e-05 2.83392e-05
threshold=-0.085499999999999979 0.084100000000000022 0.013900000000000001 0.097825000000000009 -0.074054999999999996
decision_type=2 2 2 2 2
left_child=-1 2 -2 -3 -4
right_child=1 3 4 -5 -6
leaf_value=0.010996125374721964 0.019521572473460806 -0.018632154568216427 0.0038765009358659105 0.0040186425146795613 -0.015150586254036195
leaf_weight=0.0011453171987075772 0.0015865425356808016 0.0019663098905475878 0.0017778717522371158 0.0016950423363876178 0.0013985626976285512
leaf_count=488 553 1276 185 419 200
internal_value=0 -0.00156097 0.00350089 -0.00814585 -0.004501
internal_weight=0 0.00842433 0.00476298 0.00366135 0.00317643
internal_count=3121 2633 938 1695 385
is_linear=0
shrinkage=0.1


Tree=5930
num_leaves=8
num_cat=0
split_feature=151 4 0 52 47 12 15
split_gain=3.10094e-05 6.18426e-05 5.79532e-05 8.28866e-05 5.59328e-05 8.13298e-05 6.65652e-05
threshold=-0.086769999999999986 0.24564500000000003 -0.10224499999999999 -0.068719999999999989 0.085270000000000026 0.086850000000000024 0.088235000000000022
decision_type=2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 -4 -7
right_child=1 -3 4 -5 -6 6 -8
leaf_value=0.00032374374728344132 2.0801698188282897e-05 0.00027846370790004171 -0.00050481977021214297 -0.00070856023201254536 0.00032770504501048337 -0.00021269144396677387 0.00041163173401393235
leaf_weight=0.0010003076048056636 0.0011213115621004979 0.0019037647916820945 0.0013968489166199332 0.001286145614819224 0.001441448383155775 0.0013986705398607022 0.0012375028028604616
leaf_count=270 125 385 659 196 255 682 549
internal_value=0 -3.87028e-05 -0.00011531 -0.000368848 -3.8135e-06 -0.000122302 8.03855e-05
internal_weight=0 0.00978569 0.00788193 0.00240746 0.00547447 0.00403302 0.00263617
internal_count=3121 2851 2466 321 2145 1890 1231
is_linear=0
shrinkage=0.00196078


Tree=5931
num_leaves=8
num_cat=0
split_feature=160 151 16 15 4 1 2
split_gain=1.51299e-05 2.68312e-05 4.07829e-05 0.000107386 7.39258e-05 4.32511e-05 4.42372e-05
threshold=-0.085579999999999976 -0.0083949999999999979 -0.056919999999999991 -0.016799999999999995 -0.27825499999999997 0.086455000000000018 0.090425000000000019
decision_type=2 2 2 2 2 2 2
left_child=-1 -2 5 -4 -5 -3 -7
right_child=1 2 3 4 -6 6 -8
leaf_value=0.011039748773089398 -0.013696538621904576 -0.006508513872535141 -0.034331795495891375 -0.013673315965477134 0.02239548092336572 0.0033286838122256915 0.030341121755595946
leaf_weight=0.0010891108922721398 0.0014835451491521032 0.001293488812803811 0.0010006572971234407 0.0010990452375997102 0.0011765604018231187 0.0012798842330123226 0.0011518972725576254
leaf_count=568 442 769 451 156 276 295 164
internal_value=0 -0.00148028 0.00110821 -0.00703006 0.0049754 0.00826557 0.0161241
internal_weight=0 0.00848508 0.00700153 0.00327626 0.00227561 0.00372527 0.00243178
internal_count=3121 2553 2111 883 432 1228 459
is_linear=0
shrinkage=0.1


Tree=5932
num_leaves=8
num_cat=0
split_feature=48 16 16 2 160 13 16
split_gain=2.16445e-05 6.49821e-05 5.0253e-05 9.59981e-05 7.90282e-05 5.97238e-05 4.43362e-05
threshold=0.11926500000000002 -0.48836499999999994 -0.008904999999999998 0.092875000000000013 -0.063384999999999983 -0.013304999999999999 0.38525000000000004
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 5 -4 -3 -6
right_child=-2 2 4 -5 6 -7 -8
leaf_value=0.00044060682320088681 -0.00028209550150016643 0.00035962860061253472 0.00053351884674873566 -0.00065704210741718944 -0.00029234784210165413 -0.0002165620039286049 0.00019523387774120912
leaf_weight=0.0012207219017726896 0.0010215060290070322 0.001094555686657231 0.0012007505079795677 0.001223177339551817 0.0015391990483024139 0.0018788360709860728 0.0013422834339736752
leaf_count=242 117 778 318 455 449 484 278
internal_value=0 1.82777e-05 -4.39954e-05 -0.000194666 0.000110895 -4.45652e-06 -6.52172e-05
internal_weight=0 0.00949952 0.0082788 0.00419657 0.00408223 0.00297339 0.00288148
internal_count=3121 3004 2762 1717 1045 1262 727
is_linear=0
shrinkage=0.00196078


Tree=5933
num_leaves=8
num_cat=0
split_feature=484 15 48 52 3 0 1
split_gain=1.41805e-05 2.64157e-05 5.19476e-05 4.39309e-05 4.94329e-05 4.30516e-05 3.28717e-05
threshold=0.085515000000000022 -0.11713499999999999 0.092475000000000016 -0.088204999999999992 -0.082974999999999979 -0.084144999999999984 0.089370000000000019
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 -3 -5 6 -6
right_child=-2 2 -4 4 5 -7 -8
leaf_value=-0.013933531237475011 0.01120670779692661 -0.020231554697604192 0.021667803898726218 0.015398436496237339 0.015920092117167127 -0.020948730897417448 -0.0091138395697944723
leaf_weight=0.0014009791107813 0.0010003066252047442 0.0011313917453383265 0.0010465573384365393 0.0017061184286117038 0.0010140950454559949 0.0011723048915838704 0.0010864877857973331
leaf_count=400 341 483 211 700 320 517 149
internal_value=0 -0.00137628 0.00108181 -0.00244405 0.00159784 -0.00559625 0.00297175
internal_weight=0 0.00855793 0.00715696 0.0061104 0.00497901 0.00327289 0.00210058
internal_count=3121 2780 2380 2169 1686 986 469
is_linear=0
shrinkage=0.1


Tree=5934
num_leaves=8
num_cat=0
split_feature=4 0 1 13 47 49 1
split_gain=2.76663e-05 6.49878e-05 3.63455e-05 3.51135e-05 4.98746e-05 8.1766e-05 2.86711e-05
threshold=-0.49013999999999996 1.0000000180025095e-35 0.077565000000000009 -0.084154999999999994 0.096300000000000011 -0.054984999999999992 0.095285000000000022
decision_type=2 2 2 2 2 2 2
left_child=-1 2 -2 -4 5 -5 -7
right_child=1 -3 3 4 -6 6 -8
leaf_value=-0.00031585185989869188 -0.00027578875313913581 0.00047375916565550789 0.0002924679569191118 -0.00036862239638034303 -0.00035433933243580828 5.544742939060223e-05 0.00048079392773495166
leaf_weight=0.0010058818021878206 0.0018447286184260321 0.0011019690190486918 0.0015604935093360521 0.001081298732193388 0.0014254487121469028 0.0011593964591365229 0.0012840950772716236
leaf_count=169 1551 173 360 142 165 305 256
internal_value=0 2.61904e-05 -3.28377e-05 3.59993e-05 -4.48489e-05 8.03111e-05 0.000278974
internal_weight=0 0.00945743 0.00835546 0.00651073 0.00495024 0.00352479 0.00244349
internal_count=3121 2952 2779 1228 868 703 561
is_linear=0
shrinkage=0.00196078


Tree=5935
num_leaves=9
num_cat=0
split_feature=48 48 51 42 1 16 2 4
split_gain=6.07611e-05 9.56854e-05 6.48736e-05 8.15572e-05 6.01199e-05 0.000131588 6.56066e-05 3.95214e-05
threshold=0.11951500000000001 0.092475000000000016 0.084305000000000019 0.086325000000000013 0.111945 -0.088394999999999987 0.084245000000000014 0.052250000000000012
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 -1 -7 -5
right_child=-2 -3 -4 7 -6 6 -8 -9
leaf_value=-0.00052543954453073262 -0.00046185048078756534 0.00056005415141952572 -0.0004625692556956428 -0.0005475842119531453 0.00055363754224864795 0.00062033514662902084 4.0105939750772069e-05 -1.1024194442220791e-05
leaf_weight=0.0011130954697952458 0.0010108621807189922 0.0012077596024834816 0.0011507428503656266 0.001100735011985401 0.001186569960297491 0.0011973998244694663 0.0020016686392025505 0.0010139568118789422
leaf_count=309 114 251 335 662 194 268 746 242
internal_value=0 4.2652e-05 -2.86494e-05 3.69361e-05 0.000162789 5.52399e-05 0.000257284 -0.000290313
internal_weight=0 0.00997193 0.00876417 0.00761343 0.00549873 0.00431216 0.00319907 0.00211469
internal_count=3121 3007 2756 2421 1517 1323 1014 904
is_linear=0
shrinkage=0.00196078


Tree=5936
num_leaves=9
num_cat=0
split_feature=4 0 1 16 13 151 4 16
split_gain=2.99605e-05 7.69352e-05 4.16814e-05 3.33511e-05 5.11673e-05 8.21426e-05 7.00405e-05 4.13496e-05
threshold=-0.49405499999999997 1.0000000180025095e-35 0.077565000000000009 -0.44310499999999992 -0.07743499999999999 -0.0064299999999999991 0.024790000000000003 -0.004174999999999999
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 -5 -6 -7 -8
right_child=1 -3 3 4 5 6 7 -9
leaf_value=-0.00032858669576987554 -0.00029464829189585216 0.00050751902652424656 -0.00024603425136055982 0.00048858079686838537 0.00048969363292248962 -0.00057373235892441002 -0.00021103566778888369 0.0003284482231839364
leaf_weight=0.0010026178412584881 0.0018737832755597516 0.0011327849875059871 0.001289344142065353 0.0010703100209635249 0.001031796818842795 0.0010097663775734283 0.0011262224972399442 0.0010606538825364831
leaf_count=156 1551 186 204 383 122 361 84 74
internal_value=0 2.7634e-05 -3.66079e-05 3.67839e-05 0.000105602 8.66169e-06 -0.000146603 5.06187e-05
internal_weight=0 0.00959466 0.00846188 0.00658809 0.00529875 0.00422844 0.00319664 0.00218688
internal_count=3121 2965 2779 1228 1024 641 519 158
is_linear=0
shrinkage=0.00196078


Tree=5937
num_leaves=9
num_cat=0
split_feature=47 47 50 160 43 4 2 43
split_gain=0.000105989 8.54563e-05 5.24314e-05 8.40227e-05 4.93215e-05 7.34423e-05 9.0565e-05 5.8096e-05
threshold=0.13148500000000005 0.10254000000000001 0.079410000000000008 -0.027994999999999996 0.016310000000000002 0.0052350000000000009 0.096325000000000008 -0.013819999999999997
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 7 -7 -5
right_child=-2 -3 -4 4 -6 6 -8 -9
leaf_value=0.00043022559714869286 -0.00061278915387899416 0.00059304210989265683 -0.00041908280823347259 -0.00012101466509918362 0.00024700564743600884 0.00049428296782274401 -0.00024464362326866911 -0.00072600150568896823
leaf_weight=0.0017410805154275009 0.0010064556878783886 0.0010184439064568106 0.0010445210606783396 0.001371723511178877 0.0015949219393685023 0.0011446409996796704 0.0014398956315282299 0.0010993378353735686
leaf_count=576 65 187 548 599 308 158 236 444
internal_value=0 5.34357e-05 -4.8042e-06 4.6762e-05 -5.36273e-05 -0.00014847 8.26126e-05 -0.000390164
internal_weight=0 0.0104546 0.00943612 0.0083916 0.00665052 0.0050556 0.00258454 0.00247106
internal_count=3121 3056 2869 2321 1745 1437 394 1043
is_linear=0
shrinkage=0.00196078


Tree=5938
num_leaves=9
num_cat=0
split_feature=4 0 43 160 15 16 15 16
split_gain=3.40699e-05 7.10937e-05 4.17139e-05 4.29371e-05 4.44545e-05 8.13119e-05 6.21043e-05 3.50223e-05
threshold=-0.49405499999999997 -1.0000000180025095e-35 -0.24021999999999996 0.041220000000000007 -0.0063699999999999989 -0.056919999999999991 0.084050000000000014 -0.4714549999999999
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 7 -6 -4
right_child=1 -3 3 -5 6 -7 -8 -9
leaf_value=-0.00035062171478632238 -0.0004081993900160746 0.00049028616247607539 -4.4904293012323859e-05 -0.00027365414018618538 0.00064709920561624792 -0.00042068249526296781 1.8926676894046414e-05 0.00045776594472515645
leaf_weight=0.0010011534250377882 0.0010004392882653262 0.0011353153862595855 0.0011363915078272644 0.0015419288525782907 0.001082098319357356 0.0013721404506870875 0.0013726790013905887 0.0010034297049701542
leaf_count=156 153 186 164 408 192 587 888 387
internal_value=0 2.94027e-05 -3.209e-05 1.80221e-05 9.33972e-05 -4.81009e-05 0.000295833 0.000190814
internal_weight=0 0.00964442 0.00850911 0.00750867 0.00596674 0.00351196 0.00245478 0.00213982
internal_count=3121 2965 2779 2626 2218 1138 1080 551
is_linear=0
shrinkage=0.00196078


Tree=5939
num_leaves=8
num_cat=0
split_feature=16 160 16 52 0 49 1
split_gain=1.65778e-05 7.00302e-05 4.98776e-05 3.04621e-05 6.96644e-05 3.86885e-05 5.37767e-05
threshold=-0.008904999999999998 -0.071139999999999995 0.38525000000000004 0.090245000000000006 -0.084269999999999984 -0.043469999999999995 0.10612500000000001
decision_type=2 2 2 2 2 2 2
left_child=3 -2 -3 4 5 -1 -7
right_child=1 2 -4 -5 -6 6 -8
leaf_value=0.008593956201521015 0.026533976140922129 -0.01478962560968799 0.011869598817918279 -0.018486649473000782 0.022659357883117077 0.001435472275864982 -0.028425978085118039
leaf_weight=0.001132830023406241 0.0010856317957157174 0.0016277371444227628 0.0012337054345240076 0.0010982098241542945 0.0010512619551803649 0.0011814381611592586 0.0012319249035326512
leaf_count=157 291 505 293 591 572 579 133
internal_value=0 0.00490898 -0.00329555 -0.00352348 5.08246e-05 -0.00665143 -0.0138076
internal_weight=0 0.00394707 0.00286144 0.00569566 0.00459746 0.00354619 0.00241336
internal_count=3121 1089 798 2032 1441 869 712
is_linear=0
shrinkage=0.1


Tree=5940
num_leaves=8
num_cat=0
split_feature=0 16 16 1 49 0 160
split_gain=4.2778e-05 7.78981e-05 4.71965e-05 5.58076e-05 4.60784e-05 5.71564e-05 2.77748e-05
threshold=0.15398500000000004 0.26799500000000004 -0.008904999999999998 0.085110000000000005 -0.047584999999999995 -0.10836499999999999 -0.063384999999999983
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 -1 -5 -6 -4
right_child=-2 -3 6 4 5 -7 -8
leaf_value=-0.00035928358247904976 0.00037599319013585365 -0.00051039601555535473 0.00049772573782093843 0.00036512991815721482 -0.00030170526566305621 0.00021048130224422977 6.8474427510386584e-05
leaf_weight=0.0018028692520170838 0.001028717138310555 0.0012099423742573173 0.0010383502042277445 0.0012723839643938636 0.0018718668741574845 0.0015161298510598773 0.0013116023701282547
leaf_count=1159 60 349 275 174 193 494 417
internal_value=0 -4.38701e-05 2.01781e-05 -6.63429e-05 4.69812e-05 -7.25016e-05 0.000258143
internal_weight=0 0.0100231 0.0088132 0.00646325 0.00466038 0.003388 0.00234995
internal_count=3121 3061 2712 2020 861 687 692
is_linear=0
shrinkage=0.00196078


Tree=5941
num_leaves=8
num_cat=0
split_feature=4 42 49 0 52 12 160
split_gain=1.5265e-05 3.15514e-05 3.60207e-05 3.82917e-05 4.50015e-05 4.40278e-05 3.38195e-05
threshold=0.27287000000000006 0.092145000000000019 -0.00064499999999999985 -0.083914999999999976 0.08976000000000002 0.080890000000000017 0.079055000000000014
decision_type=2 2 2 2 2 2 2
left_child=1 2 6 5 -5 -4 -1
right_child=-2 -3 3 4 -6 -7 -8
leaf_value=-0.022162541063254895 0.0095046693200528456 -0.016468618507284816 0.0016723703248340668 -0.015493792502464784 0.010320955346369193 0.030738921566660485 0.0026738489622043179
leaf_weight=0.001095535282251839 0.0014202985628514074 0.0012332479874914053 0.0010628551006395055 0.0013024446260557284 0.001402416641407661 0.0010224181269171202 0.0010975251314391402
leaf_count=340 352 544 165 652 242 649 177
internal_value=0 -0.00172278 0.000881368 0.00574096 -0.00210936 0.0159238 -0.00973308
internal_weight=0 0.00821644 0.00698319 0.00479013 0.00270486 0.00208527 0.00219306
internal_count=3121 2769 2225 1708 894 814 517
is_linear=0
shrinkage=0.1


Tree=5942
num_leaves=9
num_cat=0
split_feature=133 13 52 52 3 1 47 16
split_gain=7.58681e-05 0.000115878 5.06952e-05 7.5738e-05 7.7726e-05 0.000108508 9.55263e-05 9.0919e-05
threshold=0.10622000000000002 -0.23438999999999996 0.19022000000000003 0.091275000000000009 0.11296500000000002 0.094825000000000007 0.096300000000000011 -0.083539999999999989
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 7 -7 -3
right_child=-2 2 -4 -5 -6 6 -8 -9
leaf_value=0.00062577213609544516 -0.00051856968754295494 0.00010939412181459977 -0.00044678941636665172 0.00049734963135111712 -0.00054983493019364045 0.00064452119428895797 -0.00012045941715177273 -0.00050297021646422376
leaf_weight=0.001165670051398649 0.0010154354418543251 0.0019392190912792561 0.0010004321409001317 0.0011102319153741876 0.0010362441408003388 0.0015572893916293929 0.0010512660248202547 0.0017950228215591886
leaf_count=157 435 445 302 235 81 419 98 949
internal_value=0 4.23485e-05 -2.93165e-05 1.98813e-05 -5.19574e-05 2.93825e-05 0.000336229 -0.000184965
internal_weight=0 0.0106554 0.00948971 0.00848927 0.00737904 0.0063428 0.00260856 0.00373424
internal_count=3121 2686 2529 2227 1992 1911 517 1394
is_linear=0
shrinkage=0.00196078


Tree=5943
num_leaves=7
num_cat=0
split_feature=1 12 12 3 0 16
split_gain=1.59667e-05 5.00742e-05 4.6568e-05 0.000123385 2.39839e-05 2.36384e-05
threshold=0.094385000000000011 0.088245000000000004 0.090995000000000006 0.10893000000000001 -0.13027499999999997 0.0065250000000000004
decision_type=2 2 2 2 2 2
left_child=1 4 3 -2 -1 -3
right_child=2 5 -4 -5 -6 -7
leaf_value=-0.0021073755851261314 0.032764975081027908 -0.0024766141526573852 -0.01107933673907122 -0.0078731127936944069 -0.020870901946157264 0.016950245963680135
leaf_weight=0.00117783475148247 0.0014186482932559978 0.0013585202718015509 0.0013370865478696207 0.0015783710413152349 0.0016156942718700291 0.001162156066295178
leaf_count=153 379 793 338 226 956 276
internal_value=0 -0.00373882 0.0044395 0.0113631 -0.0129596 0.00648013
internal_weight=0 0.00531421 0.00433411 0.00299702 0.00279353 0.00252068
internal_count=3121 2178 943 605 1109 1069
is_linear=0
shrinkage=0.1


Tree=5944
num_leaves=9
num_cat=0
split_feature=0 1 15 12 47 52 0 4
split_gain=3.19463e-05 4.80508e-05 6.30908e-05 4.28817e-05 8.51174e-05 7.83832e-05 0.000172634 8.48913e-05
threshold=0.15398500000000004 0.077565000000000009 0.088235000000000022 -0.015429999999999998 0.10904500000000002 -0.0064899999999999992 -0.10607499999999999 0.0052350000000000009
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 -1 -3 5 7 -7 -5
right_child=-2 3 -4 4 -6 6 -8 -9
leaf_value=-0.00054693351172222155 0.00032800592153436734 0.0003993097300534929 7.572607196467009e-05 -0.00054848234955599015 -0.00053847861377377844 0.00078759286073460961 -0.00017362443725421186 0.00022069516227508752
leaf_weight=0.0014090160479949048 0.0010108663102613444 0.0011025664340740112 0.0011253032789769893 0.0011974518580219508 0.0010178316613727451 0.0014055694999386341 0.0014692877951409055 0.0010229015342833325
leaf_count=1190 60 329 402 341 122 156 446 75
internal_value=0 -3.81908e-05 -0.000270457 4.33872e-05 -2.0808e-05 8.26031e-05 0.000296332 -0.000194128
internal_weight=0 0.00974993 0.00253432 0.00721561 0.00611304 0.00509521 0.00287486 0.00222035
internal_count=3121 3061 1592 1469 1140 1018 602 416
is_linear=0
shrinkage=0.00196078


Tree=5945
num_leaves=7
num_cat=0
split_feature=16 160 43 16 48 4
split_gain=1.39227e-05 5.66468e-05 4.46271e-05 2.93989e-05 4.92659e-05 3.22603e-05
threshold=-0.008904999999999998 -0.063384999999999983 -0.074359999999999996 -0.083134999999999987 0.085845000000000019 -0.0024449999999999997
decision_type=2 2 2 2 2 2
left_child=3 -2 -3 4 5 -1
right_child=1 2 -4 -5 -6 -7
leaf_value=0.0232401730577209 0.023503263548565037 0.010569488484474372 -0.014651095763668699 -0.014623888653358039 -0.014224967196055559 0.00069126703680272349
leaf_weight=0.0010110836827042146 0.0011229770303214505 0.0012993668732189725 0.0015250618848212318 0.0016187561415182761 0.0013605457045482864 0.0017034144927075287
leaf_count=426 322 381 386 927 214 465
internal_value=0 0.0045051 -0.00304847 -0.00322297 0.00130589 0.00909018
internal_weight=0 0.00394741 0.00282443 0.0056938 0.00407504 0.0027145
internal_count=3121 1089 767 2032 1105 891
is_linear=0
shrinkage=0.1


Tree=5946
num_leaves=7
num_cat=0
split_feature=13 48 0 0 4 4
split_gain=1.62387e-05 2.85225e-05 5.04495e-05 3.44843e-05 3.84365e-05 4.64363e-05
threshold=-0.23438999999999996 0.11077000000000002 -0.17169499999999996 -0.10224499999999999 0.0061450000000000003 -0.082109999999999975
decision_type=2 2 2 2 2 2
left_child=-1 2 -2 -4 5 -5
right_child=1 -3 3 4 -6 -7
leaf_value=0.010915787600527124 0.018473865663043428 -0.016835507478379939 -0.016271131051563338 0.0036378971484375268 0.012877123549923337 -0.02306642467230581
leaf_weight=0.0011837504509626022 0.0013035006340083198 0.001071496334272822 0.0015161795348012175 0.0017923972364991159 0.001729681438515613 0.0010227204331937475
leaf_count=169 140 142 300 642 456 1272
internal_value=0 -0.00159141 0.000626536 -0.00321179 0.00114491 -0.00606367
internal_weight=0 0.00843598 0.00736448 0.00606098 0.0045448 0.00281512
internal_count=3121 2952 2810 2670 2370 1914
is_linear=0
shrinkage=0.1


Tree=5947
num_leaves=9
num_cat=0
split_feature=4 43 0 160 15 16 15 16
split_gain=4.07073e-05 8.50179e-05 5.84593e-05 4.63566e-05 4.05528e-05 0.000105647 5.98588e-05 3.59937e-05
threshold=-0.49405499999999997 -0.24021999999999996 1.0000000180025095e-35 0.041220000000000007 -0.0063699999999999989 -0.056919999999999991 0.084050000000000014 -0.44310499999999992
decision_type=2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 5 7 -6 -3
right_child=1 2 -4 -5 6 -7 -8 -9
leaf_value=-0.00037676983179460411 -0.00047978584865309635 2.130026732449758e-05 0.00051607511786983331 -0.00025987079958284415 0.00065064278647219769 -0.00042838228514061467 3.9825318581685594e-05 0.00052507418543125232
leaf_weight=0.0010044083134537448 0.0010880227663687759 0.0011727579554292383 0.0011371353549213467 0.0015780561933695985 0.0011028102056627931 0.0014381834899117154 0.0013997377154699871 0.00101910835537677
leaf_count=156 156 185 183 408 192 587 888 366
internal_value=0 3.74418e-05 0.000101046 3.9839e-05 0.000116961 -1.54281e-05 0.000308997 0.00025553
internal_weight=0 0.00993581 0.00884779 0.00771065 0.0061326 0.00363005 0.00250255 0.00219187
internal_count=3121 2965 2809 2626 2218 1138 1080 551
is_linear=0
shrinkage=0.00196078


Tree=5948
num_leaves=9
num_cat=0
split_feature=133 133 15 3 3 15 16 0
split_gain=0.000121085 8.37185e-05 4.81887e-05 6.167e-05 0.000118077 0.000179255 0.000118168 8.47917e-05
threshold=0.10622000000000002 0.083950000000000011 0.035560000000000008 -0.10519499999999998 -0.0087149999999999988 -0.016799999999999995 -0.056919999999999991 -0.23001499999999997
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -5 6 7 -6
right_child=-2 -3 -4 4 5 -7 -8 -9
leaf_value=0.0003705397889309745 -0.0006564161891672068 0.00053509175562435249 -0.00030530785541896342 -0.00062001804535534086 -0.00022067774013123754 0.00082542338526866066 -0.00067174045066001645 0.00052023637363823188
leaf_weight=0.0018118638515082419 0.0010211764158688163 0.001213880191222527 0.0017521491797146222 0.0011037815068779058 0.0012820972639732697 0.00100373588913603 0.0010311262265204069 0.0011062525316112527
leaf_count=258 435 580 815 569 83 102 118 161
internal_value=0 5.14354e-05 -1.3145e-05 5.66088e-05 -4.63044e-05 9.68618e-05 -0.000116996 0.000122504
internal_weight=0 0.0103049 0.00909101 0.00733886 0.00552699 0.00442321 0.00341948 0.00238835
internal_count=3121 2686 2106 1291 1033 464 362 244
is_linear=0
shrinkage=0.00196078


Tree=5949
num_leaves=8
num_cat=0
split_feature=457 160 1 403 15 1 12
split_gain=2.95494e-05 5.09788e-05 5.22715e-05 4.84648e-05 7.77199e-05 7.57566e-05 5.67882e-05
threshold=0.069910000000000014 0.041220000000000007 0.13146500000000003 0.03138500000000001 1.0000000180025095e-35 0.10612500000000001 0.085885000000000017
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 -1
right_child=-2 -3 -4 -5 -6 -7 -8
leaf_value=0.00043796244441267356 0.00025675535048819674 -0.00043411599907711829 0.00042093098244371213 0.00030721597782040375 -0.00056225539262475736 -0.00032012922219172758 -0.00012251719121377682
leaf_weight=0.0015811734540673982 0.0014027419443925675 0.0011545291836804325 0.0010215263482535519 0.0011914673780182902 0.0012415562939676363 0.001836104233067 0.0012401359540611845
leaf_count=348 267 361 202 300 861 268 514
internal_value=0 -4.86134e-05 6.25301e-06 -5.34901e-05 -0.000126345 -1.01417e-05 0.000191598
internal_weight=0 0.00926649 0.00811196 0.00709044 0.00589897 0.00465741 0.00282131
internal_count=3121 2854 2493 2291 1991 1130 862
is_linear=0
shrinkage=0.00196078


Tree=5950
num_leaves=7
num_cat=0
split_feature=1 43 48 151 1 4
split_gain=1.62409e-05 3.37531e-05 4.40588e-05 3.35197e-05 6.20233e-05 6.04032e-05
threshold=0.104035 -0.080084999999999976 0.10078500000000001 -0.0071249999999999985 0.080585000000000004 -0.15764999999999998
decision_type=2 2 2 2 2 2
left_child=3 -2 -3 -1 5 -5
right_child=1 2 -4 4 -6 -7
leaf_value=0.011693143169048566 -0.010236539739957485 0.021345073308812246 -0.0046738194148840499 0.014912601952213854 -0.02394493411546874 -0.012440980849675772
leaf_weight=0.0011874861188742366 0.0010398261703744019 0.0016295084765828049 0.0010835873876757639 0.0015522047913606497 0.0014947951914076 0.001682195871330426
leaf_count=390 187 410 94 93 592 1355
internal_value=0 0.00508224 0.0109533 -0.00332755 -0.0070992 0.000686138
internal_weight=0 0.00375292 0.0027131 0.00591668 0.0047292 0.0032344
internal_count=3121 691 504 2430 2040 1448
is_linear=0
shrinkage=0.1


Tree=5951
num_leaves=8
num_cat=0
split_feature=4 0 1 2 3 48 16
split_gain=4.53521e-05 6.71038e-05 5.49355e-05 3.57694e-05 5.44944e-05 4.40243e-05 6.80085e-05
threshold=-0.49405499999999997 -1.0000000180025095e-35 0.077565000000000009 0.10467500000000002 0.12178000000000001 0.084485000000000018 -0.056919999999999991
decision_type=2 2 2 2 2 2 2
left_child=-1 2 -2 5 -5 6 -4
right_child=1 -3 3 4 -6 -7 -8
leaf_value=-0.00040341944785060455 -0.00032143994056240929 0.00047353246265345594 0.0003393757605290462 0.00051526260340045737 -6.6971710083232847e-05 -0.00040764557959999088 -0.00023672220075110406
leaf_weight=0.0010109671935816583 0.0018990925196871724 0.0011692100783612857 0.0016272823408343632 0.0013217784527567245 0.0011608126011076123 0.001022889598768062 0.0015271959125672755
leaf_count=156 1551 186 380 231 151 150 316
internal_value=0 3.29246e-05 -2.72647e-05 5.66196e-05 0.000243021 -5.41579e-05 6.04661e-05
internal_weight=0 0.00972826 0.00855905 0.00665996 0.00248259 0.00417737 0.00315448
internal_count=3121 2965 2779 1228 382 846 696
is_linear=0
shrinkage=0.00196078


Tree=5952
num_leaves=7
num_cat=0
split_feature=1 4 43 150 3 12
split_gain=1.50066e-05 3.3291e-05 5.37671e-05 2.95722e-05 5.7106e-05 5.64692e-05
threshold=0.090405000000000013 -0.15764999999999998 -0.014584999999999999 0.076925000000000007 0.10732000000000001 0.090840000000000018
decision_type=2 2 2 2 2 2
left_child=1 -1 -3 4 5 -2
right_child=3 2 -4 -5 -6 -7
leaf_value=0.0069628108332923854 0.02197677872516764 -0.028206900813082331 2.7126025714936201e-06 0.017920252319089218 -0.016856843645655747 -0.0074068385552706235
leaf_weight=0.001668365467672094 0.0014009871021942852 0.0010958714863530167 0.0017619988200704903 0.0011303546008948192 0.0013810367124603914 0.0012267129013853013
leaf_count=142 298 1048 810 260 179 384
internal_value=0 -0.00426179 -0.0108145 0.00363477 -0.000393341 0.00825936
internal_weight=0 0.00452624 0.00285787 0.00513909 0.00400874 0.0026277
internal_count=3121 2000 1858 1121 861 682
is_linear=0
shrinkage=0.1


Tree=5953
num_leaves=7
num_cat=0
split_feature=4 151 0 0 0 13
split_gain=1.50637e-05 2.74793e-05 4.00221e-05 3.91691e-05 4.83286e-05 4.57981e-05
threshold=0.27287000000000006 -0.024429999999999997 -0.14794999999999997 -0.053834999999999994 0.13134000000000004 -0.011289999999999998
decision_type=2 2 2 2 2 2
left_child=1 -1 -3 5 -5 -4
right_child=-2 2 3 4 -6 -7
leaf_value=0.011788264829744068 0.0094683561363232433 -0.020902420047540105 0.017296960120809581 -0.02217182731490475 0.0050800223035997617 -0.0070977369311224494
leaf_weight=0.0012764844501590945 0.0014162387462490949 0.0011861605518064767 0.0017892125084694899 0.0014277075627920663 0.0011957817916783248 0.0013504452480672319
leaf_count=451 352 158 1204 312 67 577
internal_value=0 -0.00169753 -0.00417467 -0.000731797 -0.00975048 0.00680419
internal_weight=0 0.00822579 0.00694931 0.00576315 0.00262349 0.00313966
internal_count=3121 2769 2318 2160 379 1781
is_linear=0
shrinkage=0.1


Tree=5954
num_leaves=8
num_cat=0
split_feature=1 43 52 1 43 3 13
split_gain=1.41938e-05 3.43835e-05 4.71149e-05 5.43944e-05 2.82148e-05 3.47074e-05 1.24311e-05
threshold=0.104035 -0.083134999999999987 0.090245000000000006 0.089175000000000018 -0.080084999999999976 0.12178000000000001 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 6 -2 -6 -3
right_child=4 2 -4 -5 5 -7 -8
leaf_value=0.0088270815716016242 -0.0092387326609031199 0.00019720213789332279 -0.025912040098556258 -0.019803204710033148 0.019567758410965089 -0.0035409804570797226 0.015919605400026109
leaf_weight=0.0017119015967916084 0.0010374516694205849 0.001011311221482641 0.0010865703478361083 0.0010803887583007588 0.0015982160662034064 0.001095387654603638 0.0010002972489252268
leaf_count=661 187 802 472 327 324 180 168
internal_value=0 -0.00310935 -0.00799955 -0.00170485 0.00477345 0.0101703 0.00801536
internal_weight=0 0.00589047 0.00417857 0.003092 0.00373106 0.0026936 0.00201161
internal_count=3121 2430 1769 1297 691 504 970
is_linear=0
shrinkage=0.1


Tree=5955
num_leaves=8
num_cat=0
split_feature=11 13 2 48 42 43 15
split_gain=1.57234e-05 3.02377e-05 4.17624e-05 5.2089e-05 6.3197e-05 6.30255e-05 3.73245e-05
threshold=0.076920000000000002 -0.094514999999999988 0.116525 0.090225000000000014 -0.088669999999999985 -0.074359999999999996 -0.09551999999999998
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 -6 -7
right_child=-2 2 -4 -5 5 6 -8
leaf_value=0.012697708348272135 -0.011854762255983123 0.010978481253548528 0.016841924524635631 0.015445635725109059 0.00098828668648908292 -0.012376630581710329 -0.038388987889774337
leaf_weight=0.0018413732306651323 0.0010093360440868058 0.001140197351971582 0.0010238608858475686 0.0010163244896621961 0.0013484398956648113 0.0010217366138391476 0.0011988400427636482
leaf_count=322 226 321 301 243 692 118 898
internal_value=0 0.00133925 -0.00175957 -0.00508596 -0.00951701 -0.0160647 -0.0264201
internal_weight=0 0.00859077 0.0067494 0.00572554 0.00470921 0.00356902 0.00222058
internal_count=3121 2895 2573 2272 2029 1708 1016
is_linear=0
shrinkage=0.1


Tree=5956
num_leaves=7
num_cat=0
split_feature=1 43 3 2 42 16
split_gain=1.39053e-05 3.49749e-05 3.05501e-05 4.76032e-05 4.56955e-05 3.39393e-05
threshold=0.077565000000000009 0.016310000000000002 0.083060000000000009 0.082850000000000021 1.0000000180025095e-35 -0.062804999999999986
decision_type=2 2 2 2 2 2
left_child=1 -1 3 4 -2 -4
right_child=2 -3 5 -5 -6 -7
leaf_value=-0.014608119945651896 0.014106136822989002 0.0065348901057304927 0.0040120431859736964 0.026232001706458521 -0.014451737908060678 -0.017595110845749908
leaf_weight=0.0018047615358160239 0.0012100334784445491 0.0013811278391471034 0.0018161786165975928 0.0011035699819674466 0.0010434824003602587 0.0012121327927626935
leaf_count=1333 293 303 223 387 419 163
internal_value=0 -0.00544233 0.00264613 0.00921562 0.000882516 -0.00463659
internal_weight=0 0.00318589 0.0063854 0.00335709 0.00225352 0.00302831
internal_count=3121 1636 1485 1099 712 386
is_linear=0
shrinkage=0.1


Tree=5957
num_leaves=9
num_cat=0
split_feature=4 0 157 160 52 4 2 0
split_gain=3.53897e-05 5.99262e-05 3.9565e-05 7.04352e-05 6.71664e-05 6.89869e-05 3.74763e-05 8.38042e-05
threshold=-0.49013999999999996 1.0000000180025095e-35 -0.05495499999999999 -1.0000000180025095e-35 0.08976000000000002 0.0052350000000000009 0.11215000000000001 -0.10607499999999999
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 5 -5 7 -7
right_child=1 -3 3 4 -6 6 -8 -9
leaf_value=-0.00035244759617302656 0.00033806303798590142 0.0004557190962725373 -0.00055475974616845465 -0.00044515265097159963 0.00041570011892557801 0.00051874761388019642 -0.00027402384897354031 -0.00016704166443920365
leaf_weight=0.0010096111153284496 0.0010263011739675447 0.0011393375288814263 0.0010076666220698704 0.0015262567052220007 0.0012264038505436017 0.0013401793585083362 0.0010076418198025645 0.0014015305435017252
leaf_count=169 405 173 580 980 320 132 195 167
internal_value=0 3.33365e-05 -2.30409e-05 -7.23907e-05 2.36572e-06 -9.37208e-05 4.93373e-05 0.00016818
internal_weight=0 0.00967532 0.00853598 0.00750968 0.00650201 0.00527561 0.00374935 0.00274171
internal_count=3121 2952 2779 2374 1794 1474 494 299
is_linear=0
shrinkage=0.00196078


Tree=5958
num_leaves=8
num_cat=0
split_feature=43 160 52 52 13 4 16
split_gain=3.90102e-05 6.89781e-05 0.000141869 7.75747e-05 5.00087e-05 2.92095e-05 0.000149751
threshold=0.16180500000000003 -1.0000000180025095e-35 -0.013374999999999998 0.10024500000000001 -0.084034999999999985 0.0061450000000000003 -0.094359999999999986
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 4 -3 -6 -7
right_child=-2 3 -4 -5 5 6 -8
leaf_value=0.0002083931472794732 -0.00036976550329389352 0.00032880896063931141 -0.000790129944359123 0.00051063526703104436 -0.00025916933891864772 -0.00047311812292194163 0.00045920496912345917
leaf_weight=0.0011388370089030391 0.0010019872854830419 0.0015518889729142348 0.0010527698563845035 0.0015786222734101539 0.0019678497965114564 0.001169303859271113 0.0015278002993428315
leaf_count=349 218 449 588 203 962 205 147
internal_value=0 3.60691e-05 -0.000271262 0.000122472 2.39066e-05 -7.75252e-05 5.50052e-05
internal_weight=0 0.00998707 0.00219161 0.00779547 0.00621684 0.00466495 0.0026971
internal_count=3121 2903 937 1966 1763 1314 352
is_linear=0
shrinkage=0.00196078


Tree=5959
num_leaves=7
num_cat=0
split_feature=11 13 15 49 4 47
split_gain=1.71194e-05 2.50065e-05 3.57783e-05 4.71057e-05 5.10406e-05 0.000129675
threshold=0.076920000000000002 -0.094514999999999988 0.088655000000000025 -0.006494999999999999 -0.084369999999999987 0.090280000000000013
decision_type=2 2 2 2 2 2
left_child=1 -1 3 -3 -5 -6
right_child=-2 2 -4 4 5 -7
leaf_value=0.011728477813292962 -0.012352852102682332 -0.012988729678846303 -0.018677203697294684 -0.010591577169571049 0.034314827600979585 -0.0074083021095292497
leaf_weight=0.0018431563078807498 0.0010107281577097444 0.0015867963097989215 0.0010192207822425792 0.0011528616400887128 0.0015438783118691349 0.0014394137337088164
leaf_count=322 226 433 617 363 938 222
internal_value=0 0.0014064 -0.00141542 0.0016588 0.00727818 0.0141838
internal_weight=0 0.00858533 0.00674217 0.00572295 0.00413615 0.00298329
internal_count=3121 2895 2573 1956 1523 1160
is_linear=0
shrinkage=0.1


Tree=5960
num_leaves=8
num_cat=0
split_feature=159 1 2 16 48 43 49
split_gain=4.55324e-05 5.22444e-05 6.02604e-05 7.06304e-05 5.16534e-05 6.54977e-05 5.57854e-05
threshold=-1.0000000180025095e-35 0.12958500000000003 0.088225000000000012 -0.088394999999999987 0.092475000000000016 0.016310000000000002 -0.008964999999999999
decision_type=2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 6 -4
right_child=1 -3 4 -5 -6 -7 -8
leaf_value=-0.00039302522902886686 -0.00065568651170674517 0.000431019136307153 0.00018448359531734074 -1.7463662859994411e-05 0.00041775192927645419 0.00033502599163310785 -0.00037856231731901182
leaf_weight=0.0010558170749148882 0.001042414827956516 0.0011356073413569768 0.0010570655565776458 0.0018494675645597371 0.0014615989037680809 0.0014367949496283819 0.001879357772646461
leaf_count=509 311 230 185 840 211 214 621
internal_value=0 3.54054e-05 -1.60759e-05 -0.000247519 9.86332e-05 -8.02135e-06 -0.000175875
internal_weight=0 0.00986231 0.0087267 0.00289188 0.00583482 0.00437322 0.00293642
internal_count=3121 2612 2382 1151 1231 1020 806
is_linear=0
shrinkage=0.00196078


Tree=5961
num_leaves=9
num_cat=0
split_feature=4 0 157 160 52 4 16 12
split_gain=4.8997e-05 6.5883e-05 3.68047e-05 6.8947e-05 4.62619e-05 7.79465e-05 4.73588e-05 7.46785e-05
threshold=-0.49405499999999997 1.0000000180025095e-35 -0.05495499999999999 -1.0000000180025095e-35 0.08976000000000002 0.0052350000000000009 -0.094359999999999986 0.086850000000000024
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 5 -5 7 -7
right_child=1 -3 3 4 -6 6 -8 -9
leaf_value=-0.00041264788505690112 0.0003158882230184228 0.00046342275248764106 -0.00054315907304023107 -0.00044756941713172032 0.0003317447850614486 -0.00051524818764466516 0.00032269105128225536 0.00019811961205514216
leaf_weight=0.0010549400570014885 0.0010626732906632531 0.0011966247294725721 0.0010400155634863592 0.0015789981985773428 0.0012990434427927839 0.0010024545429054986 0.0016391958049994312 0.0012905064395391645
leaf_count=156 405 186 580 980 320 183 181 130
internal_value=0 3.14249e-05 -2.65742e-05 -7.29329e-05 -1.12256e-06 -7.95833e-05 6.81854e-05 -0.000113756
internal_weight=0 0.0101095 0.00891289 0.00785021 0.0068102 0.00551115 0.00393216 0.00229296
internal_count=3121 2965 2779 2374 1794 1474 494 313
is_linear=0
shrinkage=0.00196078


Tree=5962
num_leaves=8
num_cat=0
split_feature=48 48 1 15 42 2 4
split_gain=4.28443e-05 7.38242e-05 6.35542e-05 6.29119e-05 6.86182e-05 6.5218e-05 4.70989e-05
threshold=0.11951500000000001 0.092475000000000016 0.111945 -0.0063699999999999989 0.086325000000000013 0.08622500000000001 -0.084369999999999987
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 5 6 -1 -5
right_child=-2 -3 -4 4 -6 -7 -8
leaf_value=-1.9460098698779537e-05 -0.00039241665740581688 0.00048701022067310356 0.0002876450126889334 -6.4937533430652899e-05 -0.00036572691405713372 -0.00067618343397591999 0.00041098404455974026
leaf_weight=0.0010632425414113674 0.0010038518770822706 0.0012076082951384256 0.0018925415359774943 0.0016099751626609581 0.0012806403870251858 0.0012828446072759461 0.0015880374169481085
leaf_count=290 114 251 374 456 545 696 395
internal_value=0 3.26567e-05 -3.02851e-05 -0.000118449 1.78057e-05 -0.000378558 0.000171391
internal_weight=0 0.00992489 0.00871728 0.00682474 0.00447865 0.00234609 0.00319801
internal_count=3121 3007 2756 2382 1396 986 851
is_linear=0
shrinkage=0.00196078


Tree=5963
num_leaves=9
num_cat=0
split_feature=4 0 43 15 1 15 3 47
split_gain=2.96002e-05 6.27607e-05 3.70397e-05 5.05023e-05 9.88741e-05 5.9978e-05 4.39437e-05 3.81893e-05
threshold=-0.49013999999999996 1.0000000180025095e-35 -0.24021999999999996 -0.0063699999999999989 0.091785000000000019 0.088655000000000025 0.10893000000000001 0.092530000000000015
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 -4 -5 7 -6
right_child=1 -3 3 5 6 -7 -8 -9
leaf_value=-0.00032979360328129703 -0.00038737828313859202 0.00045950409066229138 -0.00061745267443934421 0.00046764563944259857 0.0004766481791725991 -0.00011599873420038953 -0.00022189882365715119 -4.9413283828610669e-05
leaf_weight=0.0010078300030933384 0.0010066957787371591 0.0011204671175846928 0.0011258384524548454 0.0016114576357310626 0.001118701896638017 0.0011673188897904085 0.001381945242297223 0.0010091489417190145
leaf_count=169 153 173 861 564 289 610 164 138
internal_value=0 2.35421e-05 -3.44647e-05 1.34524e-05 -0.000111838 0.000222466 5.03476e-05 0.00022716
internal_weight=0 0.00954157 0.00842111 0.00741441 0.00463563 0.00277878 0.0035098 0.00212785
internal_count=3121 2952 2779 2626 1452 1174 591 427
is_linear=0
shrinkage=0.00196078


Tree=5964
num_leaves=9
num_cat=0
split_feature=43 40 48 51 4 47 15 13
split_gain=4.17531e-05 8.98988e-05 5.01361e-05 7.37671e-05 6.51631e-05 5.58063e-05 7.17017e-05 7.07062e-05
threshold=0.16180500000000003 -0.013874999999999998 0.11280000000000003 0.086685000000000012 -0.084369999999999987 1.0000000180025095e-35 0.088495000000000018 -0.014169999999999999
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 6 7 -6
right_child=-2 2 -4 -5 5 -7 -8 -9
leaf_value=0.00056575732819023688 -0.00038712441807830031 -0.00025140329005581647 -0.00041115635033860473 -0.00042946003208366417 7.832506053351595e-05 -0.00012180177899908379 -0.00011273393433154568 0.00072621907489635654
leaf_weight=0.001072628255271481 0.0010217048350601417 0.0015712602833219905 0.0011814207736342364 0.0011897469692178668 0.0010172375675068144 0.0014688907714609772 0.0010372402611288642 0.001782211346318121
leaf_count=309 218 465 99 317 687 222 471 333
internal_value=0 2.84125e-05 -3.39113e-05 2.13395e-05 9.93313e-05 0.000203202 0.000327631 0.000490793
internal_weight=0 0.0103206 0.00924801 0.00806659 0.00687684 0.00530558 0.00383669 0.00279945
internal_count=3121 2903 2594 2495 2178 1713 1491 1020
is_linear=0
shrinkage=0.00196078


Tree=5965
num_leaves=8
num_cat=0
split_feature=11 48 0 2 2 42 3
split_gain=1.41704e-05 2.30697e-05 0.000120883 5.49737e-05 4.37989e-05 3.55606e-05 4.45457e-05
threshold=0.076920000000000002 0.083985000000000018 -0.18901999999999997 0.11293500000000002 0.10060500000000001 -0.088669999999999985 -0.078934999999999991
decision_type=2 2 2 2 2 2 2
left_child=1 3 -3 4 5 -1 -7
right_child=-2 2 -4 -5 -6 6 -8
leaf_value=0.014301226336226592 -0.011201759233142617 -0.011210846749710523 0.033670803138311743 0.019212279540650162 -0.02484416488245976 -0.021815650141555391 0.0025221640877584315
leaf_weight=0.0010507013894487148 0.0010225746453681782 0.0012974362602673484 0.0011165436454448853 0.001025053761043883 0.0010078541993251222 0.0012295863979873605 0.0019363744545758651
leaf_count=266 226 75 465 338 206 988 557
internal_value=0 0.00124543 0.00954837 -0.00196169 -0.00611604 -0.0016397 -0.00693008
internal_weight=0 0.00866355 0.00241398 0.00624957 0.00522452 0.00421666 0.00316596
internal_count=3121 2895 540 2355 2017 1811 1545
is_linear=0
shrinkage=0.1


Tree=5966
num_leaves=10
num_cat=0
split_feature=133 16 52 16 0 13 49 16 4
split_gain=8.49046e-05 4.84947e-05 7.37306e-05 6.1781e-05 5.78587e-05 0.000109229 8.09422e-05 4.49854e-05 4.4274e-05
threshold=0.10622000000000002 0.013515000000000001 -0.24456499999999998 -0.056919999999999991 -0.10224499999999999 -0.016469999999999995 -0.043469999999999995 0.19444000000000003 0.2623950000000001
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 3 -3 4 6 -6 -1 -4 -8
right_child=-2 2 7 -5 5 -7 8 -9 -10
leaf_value=0.00026314344902606055 -0.00055732685803157789 -0.00020292043144175265 0.00016849310109483221 -0.00041279808651890546 -0.00014219754040726716 0.00075420862908763076 -0.00064835828798040973 0.00070256214967452559 -7.3859979533080867e-05
leaf_weight=0.0013129436080731366 0.001000402017530975 0.0010596317040818472 0.0013052652637265062 0.0014592238770319635 0.0010651991815613343 0.0010260237126782537 0.0010262562542910593 0.0011324559143854156 0.0010367591381994726
leaf_count=135 435 330 221 633 516 454 134 134 129
internal_value=0 4.06826e-05 0.000228895 -5.43517e-05 4.13198e-05 0.000297609 -0.000117438 0.000416598 -0.000359647
internal_weight=0 0.0104238 0.00349735 0.00692641 0.00546718 0.00209122 0.00337596 0.00243772 0.00206302
internal_count=3121 2686 685 2001 1368 970 398 355 263
is_linear=0
shrinkage=0.00196078


Tree=5967
num_leaves=8
num_cat=0
split_feature=14 15 47 1 12 13 0
split_gain=6.91033e-05 0.000100343 3.96649e-05 5.77874e-05 8.81333e-05 7.65691e-05 4.27316e-05
threshold=-1.0000000180025095e-35 -0.10653 0.096175000000000024 0.094465000000000007 0.088305000000000008 -0.016469999999999995 -0.13027499999999997
decision_type=2 2 2 2 2 2 2
left_child=-1 -2 3 4 6 -6 -3
right_child=1 2 -4 -5 5 -7 -8
leaf_value=-0.00049013688966050917 0.00050911189647773864 -3.1377252931710266e-05 -0.00039619045288160753 0.0003033410586388802 -0.00010592531983708207 0.00055560963329195901 -0.00052139296817522746
leaf_weight=0.0010140444648977275 0.0015321828631875501 0.0011281920589379282 0.0010312301537197185 0.0019640853892378164 0.0016688518684651714 0.0011269123207835374 0.0017386185775254521
leaf_count=161 388 113 150 472 566 397 874
internal_value=0 4.65868e-05 -3.5266e-05 1.3536e-05 -8.6984e-05 0.000160725 -0.000328554
internal_weight=0 0.0101901 0.00865789 0.00762666 0.00566257 0.00279576 0.00286681
internal_count=3121 2960 2572 2422 1950 963 987
is_linear=0
shrinkage=0.00196078


Tree=5968
num_leaves=9
num_cat=0
split_feature=39 50 15 43 16 15 49 16
split_gain=4.90007e-05 4.06124e-05 8.75254e-05 6.06814e-05 5.43152e-05 0.000104434 0.00012093 5.06062e-05
threshold=0.094675000000000009 0.088425000000000017 -0.15914499999999995 -0.17390999999999998 0.31475000000000003 -0.0063699999999999989 -0.043469999999999995 -0.014034999999999997
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 5 6 -5 -7
right_child=-2 -3 3 4 -6 7 -8 -9
leaf_value=0.0006190937543753824 -0.00041370941241654423 -0.00031948329125508029 0.00042243909948922836 0.00019069942197598674 -0.00047274557227463897 3.0981813647972653e-05 -0.00063921788168473312 0.00052534503632310488
leaf_weight=0.0010351722269710305 0.0010061246109688846 0.0010827803507353862 0.0011931115404472678 0.0012259467033296622 0.0010259402178256693 0.0017532554345975786 0.001502147138393797 0.001458267630294481
leaf_count=241 178 543 132 257 273 726 463 308
internal_value=0 3.96966e-05 8.19981e-05 1.38514e-05 -5.61345e-05 1.58261e-05 -0.000266271 0.000255459
internal_weight=0 0.0102766 0.00919384 0.00815867 0.00696556 0.00593962 0.00272809 0.00321152
internal_count=3121 2943 2400 2159 2027 1754 720 1034
is_linear=0
shrinkage=0.00196078


Tree=5969
num_leaves=10
num_cat=0
split_feature=42 42 15 160 159 52 52 2 2
split_gain=7.5363e-05 8.66965e-05 7.5494e-05 5.04715e-05 7.10621e-05 9.66798e-05 6.3907e-05 9.97047e-05 6.4221e-05
threshold=0.10194000000000002 0.091295000000000015 0.084050000000000014 0.088405000000000011 0.076905000000000015 -0.0064899999999999992 0.11434500000000002 0.10613000000000002 0.083995000000000014
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 -1 7 8 -7
right_child=-2 -3 -4 -5 -6 6 -8 -9 -10
leaf_value=-0.00048821217507090744 -0.00051477691643166774 0.00055678215846072774 -0.00042893675117384089 0.0004527779411877759 0.00047470433762172225 0.00012528384847907261 -0.00032381907594589398 -0.00027263617712383446 0.00082517267007309499
leaf_weight=0.001650252995920181 0.0010080751862854035 0.0011410290663881181 0.0014386049453526855 0.001082109269776906 0.0010202820996963891 0.0010109597966847337 0.0011424230874675133 0.0010424981402211088 0.0010052807722489793
leaf_count=497 355 348 741 215 277 168 198 119 203
internal_value=0 4.64116e-05 -1.55903e-05 5.91717e-05 -2.81084e-06 -8.60728e-05 7.18911e-05 0.000219687 0.000474243
internal_weight=0 0.0105334 0.00939241 0.00795381 0.0068717 0.00585141 0.00420116 0.00305874 0.00201624
internal_count=3121 2766 2418 1677 1462 1185 688 490 371
is_linear=0
shrinkage=0.00196078


Tree=5970
num_leaves=10
num_cat=0
split_feature=47 47 50 4 16 52 2 49 1
split_gain=7.09336e-05 9.89806e-05 4.49472e-05 4.61889e-05 5.87307e-05 7.70556e-05 6.90574e-05 0.00010588 4.2956e-05
threshold=0.13148500000000005 0.10254000000000001 0.079410000000000008 -0.49013999999999996 -0.014034999999999997 -0.069804999999999992 0.092365000000000017 -1.0000000180025095e-35 0.10022000000000002
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 6 -6 7 -5 -8
right_child=-2 -3 -4 4 5 -7 8 -9 -10
leaf_value=-0.00037514858831807634 -0.00051037531527563143 0.0006109597779154198 -0.00041233881255150643 0.00064618976170181211 -1.3385462653348039e-05 0.00063351523743766965 -0.0006221140724645991 -0.00017906590279335939 -5.1747169797347119e-05
leaf_weight=0.001000753247875759 0.0010027052511341382 0.001035544639224323 0.0010392861954261904 0.0010027136397149732 0.0014856348480215 0.0013523365805968716 0.0010024301647444998 0.0014798632234994107 0.0010285564878927146
leaf_count=138 65 187 548 102 487 365 326 704 199
internal_value=0 3.56423e-05 -2.7794e-05 2.00554e-05 7.38539e-05 0.000294873 -6.5115e-05 0.000154255 -0.000333262
internal_weight=0 0.0104271 0.00939157 0.00835229 0.00735153 0.00283797 0.00451356 0.00248258 0.00203099
internal_count=3121 3056 2869 2321 2183 852 1331 806 525
is_linear=0
shrinkage=0.00196078


Tree=5971
num_leaves=9
num_cat=0
split_feature=43 40 43 16 16 15 16 15
split_gain=6.77667e-05 9.23731e-05 7.26387e-05 8.90874e-05 9.48317e-05 6.76916e-05 0.000116066 4.11087e-05
threshold=0.16180500000000003 -0.013874999999999998 -0.15323999999999996 0.15891500000000003 -0.36241499999999999 -0.0063699999999999989 -0.056919999999999991 0.081070000000000017
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 -4 6 -6 -7
right_child=-2 2 3 -5 5 7 -8 -9
leaf_value=0.00057956029607086456 -0.0004869860047798779 0.00034327258383417923 -0.00040391242191357193 -0.00061078863762018486 0.00023262496157820144 0.00068180773404570257 -0.00059306910312057002 0.00012404715151239352
leaf_weight=0.0010952725550475257 0.0010276473404708135 0.0017149225413559746 0.0017720555099022149 0.0011328070008330771 0.001781771475538443 0.0010013604617194179 0.0010345700090848963 0.001031239638634895
leaf_count=309 218 200 260 402 322 117 426 867
internal_value=0 4.04555e-05 -2.19041e-05 -0.000102671 -1.57355e-05 0.000126125 -7.06899e-05 0.000398828
internal_weight=0 0.010564 0.00946873 0.0077538 0.006621 0.00484894 0.00281634 0.0020326
internal_count=3121 2903 2594 2394 1992 1732 748 984
is_linear=0
shrinkage=0.00196078


Tree=5972
num_leaves=8
num_cat=0
split_feature=457 160 1 12 1 13 52
split_gain=1.49114e-05 3.84068e-05 3.86936e-05 4.95881e-05 5.67034e-05 4.13703e-05 3.45347e-05
threshold=0.069910000000000014 0.041220000000000007 0.12811000000000003 0.10124000000000001 0.10612500000000001 -0.017449999999999997 0.024145000000000003
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 4 5 -1 -7
right_child=-2 -3 -4 -5 -6 6 -8
leaf_value=-0.00460809308305366 0.0098692730526875171 -0.019517938547144644 0.017960136279717424 -0.021655388674851034 -0.01609283913339361 0.026691009167577242 0.0022185508878954782
leaf_weight=0.0015875927180970021 0.0013054977441433338 0.0010497948953759927 0.0011296287978244425 0.0010791821535550573 0.0013168068270662733 0.0013544491326539887 0.0010041218341366662
leaf_count=1047 267 361 223 313 228 355 327
internal_value=0 -0.0016076 0.000908826 -0.00212826 0.00187582 0.00787183 0.0162723
internal_weight=0 0.00852158 0.00747178 0.00634215 0.00526297 0.00394616 0.00235857
internal_count=3121 2854 2493 2270 1957 1729 682
is_linear=0
shrinkage=0.1


Tree=5973
num_leaves=8
num_cat=0
split_feature=4 0 1 13 47 49 1
split_gain=3.27478e-05 6.94024e-05 4.37686e-05 4.53153e-05 5.3889e-05 7.55907e-05 2.6959e-05
threshold=-0.49405499999999997 1.0000000180025095e-35 0.077565000000000009 -0.084154999999999994 0.096300000000000011 -0.054984999999999992 0.095285000000000022
decision_type=2 2 2 2 2 2 2
left_child=-1 2 -2 -4 5 -5 -7
right_child=1 -3 3 4 -6 6 -8
leaf_value=-0.00045686723467535691 -0.00040805148548038852 0.0003722803262128399 0.00021990711847894877 -0.00045384294250058494 -0.00047742245557855993 -5.3371798855134489e-05 0.0003579322075869615
leaf_weight=0.0010088438533669862 0.0019031633846978962 0.0011244296795972089 0.0015731890518614882 0.0011183996248943719 0.001468985425307932 0.0011746944202478899 0.0012806201105242669
leaf_count=156 1551 186 360 142 165 305 256
internal_value=0 -8.55764e-05 -0.000146009 -7.06284e-05 -0.000161268 -3.13114e-05 0.000161152
internal_weight=0 0.00964348 0.00851905 0.00661589 0.0050427 0.00357371 0.00245531
internal_count=3121 2965 2779 1228 868 703 561
is_linear=0
shrinkage=0.00196078


Tree=5974
num_leaves=10
num_cat=0
split_feature=43 40 3 133 42 49 4 15 15
split_gain=5.4698e-05 7.92816e-05 5.45083e-05 4.97567e-05 8.71351e-05 6.37726e-05 7.89624e-05 0.000135307 8.56841e-05
threshold=0.16180500000000003 -0.013874999999999998 0.12745000000000004 1.0000000180025095e-35 0.090310000000000015 -0.066894999999999982 -0.077834999999999988 -0.03241999999999999 -0.10653
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 -3 -7 8 -8
right_child=-2 2 -4 -5 -6 6 7 -9 -10
leaf_value=0.00054410124856901743 -0.00043771943095029925 -0.00041825027330521548 -0.00042612508676865998 -0.00027781981866189143 0.00063856582582237848 -0.00035485745808283998 0.00038777042428692998 0.00084333231018106684 -0.0003915794974226928
leaf_weight=0.0010710259300693312 0.0010152624910707902 0.0010549201366241868 0.0011144907283063147 0.0015492498306985186 0.0010218225477822973 0.0010218246371182134 0.0010617561294436954 0.0010636523247931498 0.0011087379483661797
leaf_count=309 218 110 160 971 288 552 145 182 186
internal_value=0 3.97985e-05 -2.02386e-05 3.71528e-05 0.000114208 1.33213e-05 0.000120294 0.000270418 -1.03393e-05
internal_weight=0 0.0100675 0.00899645 0.00788196 0.00633271 0.00531089 0.00425597 0.00323415 0.00217049
internal_count=3121 2903 2594 2434 1463 1175 1065 513 331
is_linear=0
shrinkage=0.00196078


Tree=5975
num_leaves=7
num_cat=0
split_feature=42 43 42 0 2 13
split_gain=1.54384e-05 2.84425e-05 4.63727e-05 3.33549e-05 2.84343e-05 3.47292e-05
threshold=-1.0000000180025095e-35 -0.074359999999999996 0.082250000000000004 -0.074479999999999977 0.093175000000000022 -0.28558999999999996
decision_type=2 2 2 2 2 2
left_child=-1 3 4 -2 -3 -6
right_child=1 2 -4 -5 5 -7
leaf_value=-0.0089824373877822172 -2.6615355555289307e-05 0.012045649920422967 -0.019989137895886563 0.024778361181103735 0.011378978311372218 -0.0114136409817187
leaf_weight=0.0016576497217005879 0.001179326324321898 0.0018578578581350457 0.0011521063602417435 0.0010032873450040941 0.001009850446067051 0.0019777557685855453
leaf_count=862 649 236 726 254 119 275
internal_value=0 0.00160089 -0.00195626 0.0113755 0.00233141 -0.00370943
internal_weight=0 0.00818018 0.00599757 0.00218261 0.00484546 0.00298761
internal_count=3121 2259 1356 903 630 394
is_linear=0
shrinkage=0.1


Tree=5976
num_leaves=8
num_cat=0
split_feature=4 0 1 13 49 15 47
split_gain=3.92481e-05 9.74155e-05 4.94162e-05 4.85027e-05 4.34199e-05 8.75944e-05 0.000105322
threshold=-0.49405499999999997 -1.0000000180025095e-35 0.077565000000000009 -0.084154999999999994 -0.054984999999999992 -0.016799999999999995 0.09585500000000001
decision_type=2 2 2 2 2 2 2
left_child=-1 2 -2 -4 -5 6 -6
right_child=1 -3 3 4 5 -7 -8
leaf_value=-0.00037242732206077458 -0.00031257907414727529 0.00056386978466944492 0.00033654781135288963 -0.00038481020241857888 0.00020759354613173299 0.00053587730105674239 -0.00053595780388579397
leaf_weight=0.0010063509078468936 0.0019483619393588017 0.0011756926528618651 0.0016298297894118928 0.00116355295228774 0.0016313364640823469 0.0010373713568938682 0.0013291692777614959
leaf_count=156 1551 186 360 146 231 330 161
internal_value=0 3.39746e-05 -3.73092e-05 4.16636e-05 -5.14522e-05 4.55692e-05 -0.000126236
internal_weight=0 0.00991531 0.00873962 0.00679126 0.00516143 0.00399788 0.00296051
internal_count=3121 2965 2779 1228 868 722 392
is_linear=0
shrinkage=0.00196078


Tree=5977
num_leaves=8
num_cat=0
split_feature=4 16 48 15 4 12 43
split_gain=1.52393e-05 2.59521e-05 5.11226e-05 6.45954e-05 6.83813e-05 5.07997e-05 4.23453e-05
threshold=0.27287000000000006 -0.094359999999999986 0.091545000000000015 -0.016799999999999995 -0.077834999999999988 0.088930000000000023 -0.025214999999999998
decision_type=2 2 2 2 2 2 2
left_child=1 5 3 -3 6 -1 -5
right_child=-2 2 -4 4 -6 -7 -8
leaf_value=-0.022742811903116913 0.0093083948323675388 -0.021139118692800742 0.020293842593466144 0.0077789553295952831 0.022499749954166436 0.0062063362023537611 -0.021023852114479897
leaf_weight=0.0014205648108824805 0.0014484217749773281 0.0013730005713569332 0.0011932293568729544 0.0010079187319547217 0.0013048863757816765 0.0010573321490378661 0.0010341348579411182
leaf_count=274 352 613 267 319 565 193 538
internal_value=0 -0.00179901 0.00180104 -0.00287405 0.00461875 -0.0103901 -0.00680734
internal_weight=0 0.00839107 0.00591317 0.00471994 0.00334694 0.0024779 0.00204205
internal_count=3121 2769 2302 2035 1422 467 857
is_linear=0
shrinkage=0.1


Tree=5978
num_leaves=9
num_cat=0
split_feature=0 1 15 14 15 3 13 150
split_gain=4.34011e-05 5.16867e-05 8.09263e-05 4.21623e-05 8.71748e-05 6.65635e-05 6.03887e-05 3.70574e-05
threshold=0.15398500000000004 0.077565000000000009 0.035560000000000008 -1.0000000180025095e-35 -0.10653 0.083060000000000009 -0.063184999999999977 0.083095000000000016
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 -1 -3 -5 6 -6 -7
right_child=-2 3 -4 4 5 7 -8 -9
leaf_value=-0.00065624628211256354 0.00036886731942635547 -0.0003399364585497297 3.0739080712534616e-05 0.00052795977538446382 -0.00020482521786874752 -0.00054522593921850558 0.00038927053024169749 -3.8425671591072738e-05
leaf_weight=0.0012285903058110699 0.0010360978499827341 0.0010158488002352467 0.0014226372993905593 0.0013734217249092781 0.0010415537313573893 0.0010728350829340705 0.0017854446427325518 0.0011485617456007402
leaf_count=816 60 158 776 250 390 137 441 93
internal_value=0 -5.25456e-05 -0.000287613 3.12464e-05 8.99627e-05 -2.91949e-05 0.000170387 -0.000283187
internal_weight=0 0.0100889 0.00265123 0.00743767 0.00642182 0.0050484 0.002827 0.0022214
internal_count=3121 3061 1592 1469 1311 1061 831 230
is_linear=0
shrinkage=0.00196078


Tree=5979
num_leaves=8
num_cat=0
split_feature=43 1 42 52 4 48 4
split_gain=1.5844e-05 3.22292e-05 5.019e-05 6.3561e-05 5.26818e-05 3.92499e-05 4.67394e-05
threshold=-0.27207999999999993 0.10089500000000001 0.086325000000000013 0.090245000000000006 -0.076779999999999987 0.10078500000000001 0.25615500000000008
decision_type=2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 6 -3
right_child=1 5 -4 -5 -6 -7 -8
leaf_value=-0.01208619895970753 0.025969196899267188 0.029120793208061654 -0.021802751390646979 -0.020140524144669311 -0.0014173691373055703 -0.0054156885122189392 0.00056284864711942577
leaf_weight=0.0010001651855981375 0.0011227101178107482 0.0012725427604297836 0.0011982087968923361 0.0010126740327739735 0.0018762256669437609 0.001307089399579772 0.0010426738716788338
leaf_count=144 478 331 883 242 612 131 300
internal_value=0 0.00119361 -0.00384341 0.00152078 0.00883533 0.00843814 0.0162595
internal_weight=0 0.00883212 0.00520982 0.00401161 0.00299894 0.00362231 0.00231522
internal_count=3121 2977 2215 1332 1090 762 631
is_linear=0
shrinkage=0.1


Tree=5980
num_leaves=8
num_cat=0
split_feature=159 2 43 151 15 43 43
split_gain=4.57032e-05 5.88739e-05 6.60483e-05 5.07988e-05 0.000110536 0.000110147 0.000104412
threshold=-1.0000000180025095e-35 0.088225000000000012 -0.074359999999999996 -0.044604999999999992 -0.074054999999999996 0.016310000000000002 -0.081154999999999991
decision_type=2 2 2 2 2 2 2
left_child=-1 2 -2 -3 -5 6 -6
right_child=1 3 -4 4 5 -7 -8
leaf_value=-0.00038822074508447171 0.00011090082416634934 -0.00022918228405991744 -0.00041740339340724737 0.00066558483478471292 0.00023020262751376587 0.00045522799342962589 -0.00062302766976899565
leaf_weight=0.0010868367676985331 0.0017485550183228425 0.0011308080705691535 0.0018967258365274104 0.0015667937102617517 0.0010169303674526921 0.0015002588430759198 0.0012045701961410165
leaf_count=509 514 270 727 424 175 163 339
internal_value=0 3.50205e-05 -0.000163988 0.000148029 0.000228685 4.47582e-05 -0.000232447
internal_weight=0 0.0100646 0.00364528 0.00641936 0.00528855 0.00372176 0.0022215
internal_count=3121 2612 1241 1371 1101 677 514
is_linear=0
shrinkage=0.00196078


Tree=5981
num_leaves=9
num_cat=0
split_feature=4 0 0 42 1 151 2 1
split_gain=3.86401e-05 6.22821e-05 4.16062e-05 6.97446e-05 0.00010338 4.14685e-05 5.47379e-05 9.77456e-05
threshold=-0.49405499999999997 -1.0000000180025095e-35 -0.053834999999999994 0.091295000000000015 0.077565000000000009 -0.044604999999999992 0.088850000000000012 0.11181500000000001
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 -6 -7 -8
right_child=1 -3 -4 -5 5 6 7 -9
leaf_value=-0.0003736733771940382 -0.00060638848182027587 0.00045193704678267817 -0.00038389929458368182 0.00041130829941870851 -0.0002977379747492497 -0.00012183481426729732 0.00069166212891118978 -0.00011803216036533654
leaf_weight=0.0010212859996418617 0.0011241970223421762 0.0011693833084258547 0.0011136969722087093 0.0014360059255087996 0.0010486438592110202 0.0017576140045477248 0.0013070569493401213 0.0010209499387615569
leaf_count=156 1197 186 186 567 198 395 125 111
internal_value=0 2.67659e-05 -2.96803e-05 2.15893e-05 -6.78318e-05 5.00904e-05 0.000139366 0.00033657
internal_weight=0 0.00997755 0.00880816 0.00769447 0.00625846 0.00513426 0.00408562 0.00232801
internal_count=3121 2965 2779 2593 2026 829 631 236
is_linear=0
shrinkage=0.00196078


Tree=5982
num_leaves=8
num_cat=0
split_feature=51 457 1 4 3 15 16
split_gain=1.71435e-05 3.37138e-05 3.39732e-05 5.99281e-05 4.45207e-05 3.98168e-05 3.33714e-05
threshold=-0.076794999999999988 0.080930000000000016 0.10937500000000001 -0.0029599999999999995 -0.042499999999999989 -0.10091499999999999 -0.078844999999999985
decision_type=2 2 2 2 2 2 2
left_child=-1 2 3 4 6 -5 -2
right_child=1 -3 -4 5 -6 -7 -8
leaf_value=-0.0094010020385771557 0.0078435369811347168 0.018758720025287827 0.011090228769462248 -0.0038360339249262389 0.020076403145381255 -0.031456934157820644 -0.017099918624278586
leaf_weight=0.001664759759336421 0.001073071082233742 0.0010181387779369848 0.0018250408434699345 0.0010226748234290245 0.0011057976875228233 0.0010658331475170593 0.0010723942298903246
leaf_count=537 606 212 410 179 100 317 760
internal_value=0 0.00173134 -0.000688292 -0.00471398 0.00377677 -0.0179319 -0.00462426
internal_weight=0 0.00818295 0.00716481 0.00533977 0.00325126 0.00208851 0.00214547
internal_count=3121 2584 2372 1962 1466 496 1366
is_linear=0
shrinkage=0.1


Tree=5983
num_leaves=8
num_cat=0
split_feature=16 15 15 16 42 51 2
split_gain=1.50084e-05 3.75457e-05 5.80401e-05 3.80949e-05 5.02175e-05 4.14651e-05 1.76836e-05
threshold=-0.48836499999999994 -0.11713499999999999 -0.095244999999999982 -0.088394999999999987 0.086665000000000006 -0.082744999999999985 0.10613000000000002
decision_type=2 2 2 2 2 2 2
left_child=-1 -2 -3 -4 5 -5 -7
right_child=1 2 3 4 -6 6 -8
leaf_value=0.0090441066699133293 -0.019236186788253493 0.020773426709869012 -0.019903199938459251 -0.01030406731178638 -0.017675483751832959 0.01962892297845913 0.0030836876776238449
leaf_weight=0.0015073142341477325 0.0010753995173384528 0.0012102797124005239 0.001115790250831061 0.0010865840209477798 0.00115468726618791 0.0015798848255463409 0.001092832174276391
leaf_count=274 345 149 409 327 738 726 153
internal_value=0 -0.00180113 0.000788579 -0.00322272 0.000564816 0.00616741 0.0128638
internal_weight=0 0.00831546 0.00724006 0.00602978 0.00491399 0.0037593 0.00267272
internal_count=3121 2847 2502 2353 1944 1206 879
is_linear=0
shrinkage=0.1


Tree=5984
num_leaves=9
num_cat=0
split_feature=159 15 52 16 15 13 0 4
split_gain=4.79165e-05 5.47391e-05 8.7448e-05 7.67938e-05 0.000114261 8.59419e-05 3.89282e-05 7.58719e-05
threshold=-1.0000000180025095e-35 -0.15026499999999995 0.10347000000000002 0.26799500000000004 -0.095869999999999983 -0.095304999999999987 -0.11013499999999998 -0.082109999999999975
decision_type=2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 -3 -6 -7 -8
right_child=1 2 -4 -5 5 6 7 -9
leaf_value=-0.0003937020941298536 0.00042802456636057513 -0.00048800586954089373 0.00045532385812368191 -0.00053970784412781599 0.0006108964571005578 0.00024636683346479727 0.00015466577470951205 -0.00054511533832803821
leaf_weight=0.0010951966380630907 0.0012177606469109476 0.0014743512105873163 0.0013014883999223339 0.001246813207652831 0.0011225806120012116 0.0014694006155731207 0.0013307536095912326 0.0010784131493469179
leaf_count=509 321 213 232 307 162 163 415 799
internal_value=0 3.78046e-05 -1.48556e-05 -9.40978e-05 -8.29858e-06 0.00013312 -5.16323e-06 -0.000158577
internal_weight=0 0.0102416 0.0090238 0.00772231 0.0064755 0.00500115 0.00387857 0.00240917
internal_count=3121 2612 2291 2059 1752 1539 1377 1214
is_linear=0
shrinkage=0.00196078


Tree=5985
num_leaves=8
num_cat=0
split_feature=14 15 13 13 16 4 43
split_gain=4.13302e-05 7.60968e-05 5.76755e-05 6.79932e-05 7.06898e-05 6.61017e-05 0.000124681
threshold=-1.0000000180025095e-35 -0.10653 -0.095304999999999987 -0.033284999999999988 -0.094359999999999986 0.0061450000000000003 -0.013819999999999997
decision_type=2 2 2 2 2 2 2
left_child=-1 -2 -3 -4 -5 6 -6
right_child=1 2 3 4 5 -7 -8
leaf_value=-0.00037906754010281525 0.0004426286439328873 0.00026349057028971575 -0.00050836860188027883 -0.00039430005415044177 0.00030247172717295614 0.0004394252664479122 -0.00060703710478989068
leaf_weight=0.0010084279769412762 0.001513636418152854 0.0019393102534358267 0.0013794871492907989 0.0014165511306752964 0.0013551189014366798 0.0015018712722633422 0.0010124413609050027
leaf_count=161 388 233 1173 173 457 108 428
internal_value=0 3.71986e-05 -3.41192e-05 -0.000120708 -1.95404e-05 0.000117654 -8.64621e-05
internal_weight=0 0.0101184 0.00860478 0.00666547 0.00528598 0.00386943 0.00236756
internal_count=3121 2960 2572 2339 1166 993 885
is_linear=0
shrinkage=0.00196078


Tree=5986
num_leaves=8
num_cat=0
split_feature=48 48 1 4 0 4 2
split_gain=5.313e-05 8.01135e-05 6.32838e-05 4.98893e-05 7.43963e-05 5.86638e-05 4.05003e-05
threshold=0.11951500000000001 0.092475000000000016 0.111945 -1.0000000180025095e-35 -0.10224499999999999 -0.059649999999999988 0.093680000000000013
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 5 -5 6 -1
right_child=-2 -3 -4 4 -6 -7 -8
leaf_value=-0.00033694586954060863 -0.00043665105068272888 0.00050707471214773319 0.00028138847118578991 -0.00064769473327460671 3.6997314807400009e-05 0.00040228455271170365 9.8138177750616744e-05
leaf_weight=0.0016889492079966663 0.0010239180791954362 0.0012020479799511328 0.0019245111845941102 0.0013743250918714315 0.0010972455661972733 0.0010761859569817537 0.0016035334339555935
leaf_count=926 114 251 374 204 340 633 279
internal_value=0 3.23807e-05 -3.27216e-05 -0.000121097 -0.000343728 4.85649e-06 -0.000125047
internal_weight=0 0.0099668 0.00876475 0.00684024 0.00247157 0.00436867 0.00329248
internal_count=3121 3007 2756 2382 544 1838 1205
is_linear=0
shrinkage=0.00196078


Tree=5987
num_leaves=8
num_cat=0
split_feature=42 43 0 42 13 2 4
split_gain=1.46223e-05 2.71574e-05 3.45101e-05 3.33173e-05 2.64895e-05 4.18542e-05 8.42863e-05
threshold=-1.0000000180025095e-35 -0.074359999999999996 -0.074229999999999977 0.082250000000000004 -0.099939999999999987 0.11215000000000001 0.0061450000000000003
decision_type=2 2 2 2 2 2 2
left_child=-1 2 -2 4 -3 6 -6
right_child=1 3 -4 -5 5 -7 -8
leaf_value=-0.0086984249973243704 -0.00040367988903603397 0.013465040516807617 0.02478125606916317 -0.017207149655067849 -0.014959506725715874 -0.018774323400491053 0.022814275784803276
leaf_weight=0.001657273863954682 0.001188112662962685 0.0013804456748610951 0.001003725900999407 0.0011467401964393867 0.001137770496959042 0.0011253546014808428 0.001228560746957314
leaf_count=862 655 177 248 726 245 107 101
internal_value=0 0.00159914 0.0111295 -0.00187143 0.00173809 -0.00289818 0.00465203
internal_weight=0 0.00821071 0.00219184 0.00601887 0.00487213 0.00349169 0.00236633
internal_count=3121 2259 903 1356 630 453 346
is_linear=0
shrinkage=0.1


Tree=5988
num_leaves=8
num_cat=0
split_feature=48 48 51 1 15 15 4
split_gain=5.50063e-05 8.6389e-05 7.46573e-05 7.87004e-05 6.32873e-05 4.4691e-05 0.000106114
threshold=0.11951500000000001 0.092475000000000016 0.084305000000000019 0.111945 -0.0063699999999999989 0.088655000000000025 -0.084369999999999987
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 4 -1 6 -6
right_child=-2 -3 -4 -5 5 -7 -8
leaf_value=-0.0003907030700054512 -0.00043599683347776089 0.00053183237083820204 -0.00049425099486435898 0.00041240604823123642 -0.00010729487892071521 -0.00026723221051728595 0.00064098813855193349
leaf_weight=0.0016449957004822041 0.0010226957507864622 0.0012130584556421997 0.0011409276637472836 0.0017206369679521891 0.0018532519448983876 0.0011456969740524154 0.0012006756888720375
leaf_count=842 114 251 335 327 413 573 266
internal_value=0 4.16103e-05 -2.66938e-05 4.38192e-05 -6.46916e-05 6.30074e-05 0.000186898
internal_weight=0 0.00991924 0.00870618 0.00756526 0.00584462 0.00419962 0.00305393
internal_count=3121 3007 2756 2421 2094 1252 679
is_linear=0
shrinkage=0.00196078


Tree=5989
num_leaves=8
num_cat=0
split_feature=4 47 42 52 2 2 13
split_gain=1.51619e-05 2.20901e-05 4.99918e-05 4.39184e-05 5.10684e-05 6.00963e-05 4.22387e-05
threshold=0.27287000000000006 0.11402500000000002 -1.0000000180025095e-35 -0.088204999999999992 0.095195000000000016 0.10882500000000002 -0.033284999999999988
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 -4 6 -6 -5
right_child=-2 -3 3 4 5 -7 -8
leaf_value=-0.02359975080839289 0.0092818040366574369 0.011795256375855387 -0.018578219157241702 -0.0029948049824987809 -0.024886909334735766 0.0083963351152863356 0.021325094780160501
leaf_weight=0.0010767588146580664 0.0014618550914646559 0.0010526645071153229 0.0010843946455401654 0.001160866989542595 0.0010787359672766329 0.0010913209649881877 0.001855804473940347
leaf_count=798 352 122 463 848 189 168 181
internal_value=0 -0.00175293 -0.00369386 -0.000275994 0.00355047 -0.00814878 0.0119664
internal_weight=0 0.00840055 0.00734788 0.00627112 0.00518673 0.00217006 0.00301667
internal_count=3121 2769 2647 1849 1386 357 1029
is_linear=0
shrinkage=0.1


Tree=5990
num_leaves=7
num_cat=0
split_feature=133 160 42 48 0 0
split_gain=1.52866e-05 4.47012e-05 3.99593e-05 4.39498e-05 6.56167e-05 3.81106e-05
threshold=-0.085499999999999979 -0.079874999999999988 0.088060000000000013 0.086035000000000014 -0.10607499999999999 -0.019414999999999998
decision_type=2 2 2 2 2 2
left_child=-1 -2 3 4 -3 -6
right_child=1 2 -4 -5 5 -7
leaf_value=0.010678389430471164 -0.017997281318298874 0.023771157454231643 0.014654388001345997 -0.015750445866175994 -0.01697134457907578 0.0069818096884209733
leaf_weight=0.0011593086838128696 0.0013877675770572655 0.0011184511581758027 0.001770838855255738 0.0017418629327651345 0.001340389483785866 0.0013167503336768021
leaf_count=488 593 199 652 277 718 194
internal_value=0 -0.00154778 0.00158438 -0.00261047 0.00345164 -0.00510132
internal_weight=0 0.00867606 0.00728829 0.00551745 0.00377559 0.00265714
internal_count=3121 2633 2040 1388 1111 912
is_linear=0
shrinkage=0.1


Tree=5991
num_leaves=8
num_cat=0
split_feature=48 48 1 0 4 3 52
split_gain=4.15574e-05 9.42068e-05 5.82647e-05 6.27011e-05 6.71357e-05 4.46119e-05 5.44485e-05
threshold=0.11951500000000001 0.092475000000000016 0.111945 -0.10224499999999999 0.0082450000000000006 -0.059315 0.08976000000000002
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 4 -1 6 -5
right_child=-2 -3 -4 5 -6 -7 -8
leaf_value=-3.2292012780954269e-05 -0.00038094291544065378 0.00054766647394456928 0.00026673369224281533 -0.00038058830702648221 -0.00069758405258827131 0.00026168945879147997 0.00016843235911870259
leaf_weight=0.0011142948804300215 0.0010158589777602206 0.0012125704884721885 0.001920788855677538 0.0015709216515603528 0.0012234438611129668 0.0017371820567668676 0.0012448195514280563
leaf_count=174 114 251 374 1304 187 241 476
internal_value=0 3.52534e-05 -3.52613e-05 -0.000119443 -0.000380469 1.45831e-05 -0.00013787
internal_weight=0 0.010024 0.00881145 0.00689066 0.00233774 0.00455292 0.00281574
internal_count=3121 3007 2756 2382 361 2021 1780
is_linear=0
shrinkage=0.00196078


Tree=5992
num_leaves=9
num_cat=0
split_feature=133 133 160 403 15 160 15 16
split_gain=7.9744e-05 7.45703e-05 5.27779e-05 6.28788e-05 8.26073e-05 9.57095e-05 9.18968e-05 7.19507e-05
threshold=0.10622000000000002 0.083950000000000011 0.041220000000000007 0.07955000000000001 0.024640000000000006 -1.0000000180025095e-35 -0.016799999999999995 -0.061854999999999993
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 -1 7 -7
right_child=-2 -3 -4 -5 -6 6 -8 -9
leaf_value=-0.00030161574423307217 -0.00052676262363675775 0.00049166892410178664 -0.0003335536230657329 0.00051068227569722843 -0.00052725273540435696 0.00030392021009268913 0.0007176084161976767 -0.00033219441880541375
leaf_weight=0.0017781896278251065 0.0010180065999213566 0.0012797376990174849 0.0016307529792033365 0.0010103980549368121 0.0010226433437837777 0.0017747435818691213 0.0011341587110995522 0.0011119663584586434
leaf_count=402 435 580 263 261 612 238 144 186
internal_value=0 4.74381e-05 -1.26388e-05 5.41801e-05 -1.34348e-05 7.71752e-05 0.000244692 5.88876e-05
internal_weight=0 0.0107426 0.00946285 0.0078321 0.0068217 0.00579906 0.00402087 0.00288671
internal_count=3121 2686 2106 1843 1582 970 568 424
is_linear=0
shrinkage=0.00196078


Tree=5993
num_leaves=8
num_cat=0
split_feature=52 52 12 12 13 1 0
split_gain=1.34838e-05 2.65355e-05 4.40915e-05 8.89279e-05 6.03754e-05 4.95396e-05 5.16554e-05
threshold=0.15116000000000002 0.10024500000000001 0.097825000000000009 0.090020000000000017 -0.010384999999999998 0.10920500000000001 -0.22491999999999998
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 4 -1 6 -6
right_child=-2 -3 -4 -5 5 -7 -8
leaf_value=0.015654085170625789 -0.010815923217050124 0.015542652385458579 0.0162752630534444 -0.031129314717014418 0.017787714230880977 -0.024659094636905812 -0.011259362458804151
leaf_weight=0.0018309164597898144 0.0010489511038500572 0.001122210698156911 0.0012494216113319856 0.0010335097879681258 0.0010605748461011146 0.0010723872458010737 0.0014482201776934275
leaf_count=1010 377 236 379 478 84 113 444
internal_value=0 0.00117732 -0.000917657 -0.00425035 0.000882539 -0.00666957 0.00102008
internal_weight=0 0.00881724 0.00769503 0.00644561 0.0054121 0.00358118 0.0025088
internal_count=3121 2744 2508 2129 1651 641 528
is_linear=0
shrinkage=0.1


Tree=5994
num_leaves=8
num_cat=0
split_feature=48 48 51 1 15 15 4
split_gain=4.41806e-05 8.25538e-05 6.54821e-05 6.38869e-05 6.30504e-05 4.65317e-05 0.00010145
threshold=0.11951500000000001 0.092475000000000016 0.084305000000000019 0.111945 -0.0063699999999999989 0.088655000000000025 -0.084369999999999987
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 4 -1 6 -6
right_child=-2 -3 -4 -5 5 -7 -8
leaf_value=-0.00039294092624461377 -0.00040041433563332032 0.00051541665570991116 -0.00047058479346567692 0.00036520053836135857 -0.00010088613343844594 -0.0002743906148173914 0.0006298430541922768
leaf_weight=0.0016342109304916278 0.0010041384982817968 0.0011909638460708633 0.0011514026928763207 0.0017063860122515616 0.0018511144154553457 0.0011556627309865491 0.0012065902209782784
leaf_count=842 114 251 335 327 413 573 266
internal_value=0 3.12381e-05 -3.50014e-05 3.13918e-05 -6.60172e-05 6.07846e-05 0.000187464
internal_weight=0 0.00989633 0.00870537 0.00755396 0.00584758 0.00421337 0.0030577
internal_count=3121 3007 2756 2421 2094 1252 679
is_linear=0
shrinkage=0.00196078


Tree=5995
num_leaves=9
num_cat=0
split_feature=484 160 133 151 12 160 52 15
split_gain=1.42132e-05 2.65966e-05 4.2658e-05 4.59312e-05 5.2856e-05 6.86915e-05 8.38828e-05 7.0288e-05
threshold=0.085515000000000022 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.0083949999999999979 0.10124000000000001 0.041220000000000007 0.077655000000000016 -0.016799999999999995
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 5 6 7 -5
right_child=-2 2 3 4 -6 -7 -8 -9
leaf_value=-0.015226201029477294 0.01107323775447693 -0.017893411039705039 -0.014315349310690709 -0.010171292205903119 -0.012546759850395349 -0.0098190699667488838 0.040262477868315438 0.026485896251499236
leaf_weight=0.0012000295218442024 0.0010212956167443251 0.0010534860717403127 0.0011561140268919416 0.0010941455883170747 0.0010467579965014401 0.0010507876117530519 0.0012283773000979622 0.001002183750151727
leaf_count=659 341 709 305 236 196 209 214 252
internal_value=0 -0.00138717 0.000788873 0.00378073 0.00763911 0.0124682 0.0195122 0.00735326
internal_weight=0 0.00883188 0.00763185 0.00657837 0.00542225 0.00437549 0.00332471 0.00209633
internal_count=3121 2780 2121 1412 1107 911 702 488
is_linear=0
shrinkage=0.1


Tree=5996
num_leaves=8
num_cat=0
split_feature=4 0 43 15 1 15 47
split_gain=3.93116e-05 6.61795e-05 3.22269e-05 3.62294e-05 0.000128627 5.85149e-05 2.9416e-05
threshold=-0.49405499999999997 -1.0000000180025095e-35 -0.24021999999999996 -0.0063699999999999989 0.090740000000000015 0.088655000000000025 0.087885000000000019
decision_type=2 2 2 2 2 2 2
left_child=-1 2 -2 4 -4 -5 -6
right_child=1 -3 3 5 6 -7 -8
leaf_value=-0.00037795021051883343 -0.00035906029922218758 0.00047162415864919548 -0.00071115924618019369 0.00042931260590925734 0.00025721516215978087 -0.00013909199934258271 -9.0858725076619598e-05
leaf_weight=0.0010057521837251492 0.0010086517786161526 0.0011470468429440597 0.0010117554852244288 0.0016444949344912754 0.0018020464758539635 0.0012076923057690691 0.0019366786015616478
leaf_count=156 153 186 840 564 390 610 222
internal_value=0 2.91914e-05 -2.97416e-05 1.39494e-05 -9.09318e-05 0.000188635 7.69111e-05
internal_weight=0 0.00975837 0.00861132 0.00760267 0.00475048 0.00285219 0.00373873
internal_count=3121 2965 2779 2626 1452 1174 612
is_linear=0
shrinkage=0.00196078


Tree=5997
num_leaves=8
num_cat=0
split_feature=4 42 49 160 16 13 0
split_gain=1.67833e-05 2.64102e-05 3.27242e-05 4.05173e-05 3.60368e-05 5.72992e-05 0.00010386
threshold=0.27287000000000006 0.092145000000000019 -0.00064499999999999985 0.079055000000000014 0.22339500000000004 -0.082014999999999991 -0.10011499999999998
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 -1 5 -4 -7
right_child=-2 -3 4 -5 -6 6 -8
leaf_value=-0.023030926115471022 0.0098187181811071663 -0.015189787753966455 0.027647755147892528 0.0039017768412411636 -0.010011288391935817 0.023770523902901564 -0.017439868657663601
leaf_weight=0.001110157243354381 0.0014564426058747615 0.0012546509834287902 0.001228496767368724 0.0011242287591816768 0.0011893425164813537 0.0011174657145096602 0.001350798401140714
leaf_count=340 352 544 505 177 275 167 761
internal_value=0 -0.00181203 0.000545168 -0.00947977 0.00512951 0.0100007 0.00121745
internal_weight=0 0.00837514 0.00712049 0.00223439 0.0048861 0.00369676 0.00246826
internal_count=3121 2769 2225 517 1708 1433 928
is_linear=0
shrinkage=0.1


Tree=5998
num_leaves=8
num_cat=0
split_feature=48 48 1 15 49 42 4
split_gain=4.47623e-05 0.00010271 7.04579e-05 7.79667e-05 6.91556e-05 6.30118e-05 5.51878e-05
threshold=0.11951500000000001 0.092475000000000016 0.111945 -0.0063699999999999989 -1.0000000180025095e-35 0.086325000000000013 -0.084369999999999987
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 4 -1 6 -5
right_child=-2 -3 -4 5 -6 -7 -8
leaf_value=-9.0258354835263293e-05 -0.00040367871939273828 0.00055554267571025935 0.00028428992151517554 -9.7067522017077999e-05 -0.00076141853312610189 -0.0003578346164948766 0.00041267376183172787
leaf_weight=0.001171837450081085 0.0010191827367362393 0.0012418502407012923 0.0019325832643037845 0.0016489229727775609 0.0011892829390076081 0.0012803283155267591 0.001617730615116691
leaf_count=352 114 251 374 456 634 545 395
internal_value=0 2.75126e-05 -4.66597e-05 -0.000139245 -0.000428318 1.08627e-05 0.000155369
internal_weight=0 0.0100825 0.00884069 0.0069081 0.00236112 0.00454698 0.00326665
internal_count=3121 3007 2756 2382 986 1396 851
is_linear=0
shrinkage=0.00196078


Tree=5999
num_leaves=9
num_cat=0
split_feature=0 1 15 12 47 4 52 15
split_gain=3.92148e-05 5.3475e-05 9.03382e-05 4.48393e-05 8.88972e-05 9.31477e-05 9.09223e-05 8.16224e-05
threshold=0.15398500000000004 0.077565000000000009 0.088235000000000022 -0.015429999999999998 0.10904500000000002 0.0061450000000000003 -0.0064899999999999992 -0.095869999999999983
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 -1 -3 5 6 -5 -7
right_child=-2 3 -4 4 -6 7 -8 -9
leaf_value=-0.00060972414835460558 0.00035910882798852347 0.000402502358844982 0.00012699033054383216 -0.00058171967193129453 -0.0005567684545543704 3.3755165426762469e-05 0.00020067738860168617 0.00070324585707681232
leaf_weight=0.0014538436052738751 0.0010248500801508858 0.0011234432813682412 0.0011430686310454612 0.0012159052602454237 0.0010055983293045306 0.0016622680176396213 0.0010767481975197644 0.0012096069257037829
leaf_count=1190 60 329 402 343 122 154 388 133
internal_value=0 -4.38257e-05 -0.000285449 4.22053e-05 -2.33968e-05 8.04573e-05 -0.000214266 0.000315738
internal_weight=0 0.00989048 0.00259691 0.00729357 0.00617013 0.00516453 0.00229265 0.00287187
internal_count=3121 3061 1592 1469 1140 1018 731 287
is_linear=0
shrinkage=0.00196078


Tree=6000
num_leaves=8
num_cat=0
split_feature=49 4 151 4 15 16 0
split_gain=1.57417e-05 7.41027e-05 4.65091e-05 4.3191e-05 8.03692e-05 4.41889e-05 7.15872e-05
threshold=-0.047584999999999995 0.0052350000000000009 -1.0000000180025095e-35 0.24564500000000003 -0.055554999999999993 0.38525000000000004 -0.043914999999999989
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -2 4 -4 6 -6
right_child=2 -3 3 -5 5 -7 -8
leaf_value=-0.011605234973446836 -0.022025421894872971 0.026467306720734843 -0.027304890547633239 0.016652893042848071 0.0092132134190106383 0.019995853025856783 -0.021463251027102791
leaf_weight=0.0010073876483351024 0.0010220960936866514 0.0010379605131340341 0.0010993505432285002 0.0013790072835356201 0.0019024602575233997 0.0011276755875980638 0.0012675719958254636
leaf_count=257 339 146 623 307 1137 161 151
internal_value=0 0.00771558 -0.00214088 0.000858493 -0.00317715 0.00299471 -0.00305311
internal_weight=0 0.00204535 0.00779816 0.00677607 0.00539706 0.00429771 0.00317003
internal_count=3121 403 2718 2379 2072 1449 1288
is_linear=0
shrinkage=0.1


Tree=6001
num_leaves=7
num_cat=0
split_feature=150 0 1 16 43 2
split_gain=1.5106e-05 4.14207e-05 6.45428e-05 3.62546e-05 6.27132e-05 1.45598e-05
threshold=0.081835000000000019 -0.10224499999999999 0.10587000000000001 -0.056919999999999991 -0.074359999999999996 0.08839000000000001
decision_type=2 2 2 2 2 2
left_child=1 2 -1 5 -5 -3
right_child=-2 3 -4 4 -6 -7
leaf_value=-0.030193652179192183 0.0083496046569855736 0.0053288834801720388 0.00086077838344735284 0.010966462345995758 -0.016707954199314427 0.022332286624648166
leaf_weight=0.0011309861262288317 0.0017456614069516598 0.0010068608219006539 0.0016393893988899426 0.0015981019101661807 0.0016792901814332371 0.0010075317688733256
leaf_count=270 420 713 160 537 588 433
internal_value=0 -0.00191059 -0.011817 0.00327563 -0.00321352 0.0138334
internal_weight=0 0.00806216 0.00277038 0.00529178 0.00327739 0.00201439
internal_count=3121 2701 430 2271 1125 1146
is_linear=0
shrinkage=0.1


Tree=6002
num_leaves=8
num_cat=0
split_feature=157 160 133 43 0 1 4
split_gain=1.65542e-05 4.31173e-05 4.54358e-05 3.97617e-05 6.15293e-05 7.96714e-05 7.74681e-05
threshold=-0.05495499999999999 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.09225499999999999 -0.23001499999999997 0.10089500000000001 -0.080924999999999983
decision_type=2 2 2 2 2 2 2
left_child=-1 -2 -3 -4 -5 6 -6
right_child=1 2 3 4 5 -7 -8
leaf_value=0.011786937014307714 -0.019029625618186677 -0.017184343083575256 -0.0085713786088769048 -0.011485326916119332 0.025159209876029778 0.035302005817346868 -0.011793240585321963
leaf_weight=0.0010498696021519595 0.0012093518857956434 0.0011287840050592593 0.0016918275531755244 0.0010930011368443546 0.0010100613726679018 0.0013083105709157275 0.0012943293660530142
leaf_count=479 644 709 312 78 135 348 416
internal_value=0 -0.00150323 0.00131297 0.00457665 0.00930372 0.0155933 0.00440377
internal_weight=0 0.00873567 0.00752631 0.00639753 0.0047057 0.0036127 0.00230439
internal_count=3121 2642 1998 1289 977 899 551
is_linear=0
shrinkage=0.1


Tree=6003
num_leaves=10
num_cat=0
split_feature=42 42 43 15 1 4 3 1 12
split_gain=6.02571e-05 9.45973e-05 7.31885e-05 8.91707e-05 5.85394e-05 5.81882e-05 9.18921e-05 5.59528e-05 9.95551e-05
threshold=0.10194000000000002 0.091295000000000015 0.12450000000000001 0.084050000000000014 0.094385000000000011 0.033845000000000007 0.11296500000000002 0.086560000000000012 0.084100000000000022
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 7 -6 -7 8 -1
right_child=-2 -3 -4 -5 5 6 -8 -9 -10
leaf_value=0.00040369214774452271 -0.00045531208453069173 0.00057514630369840541 0.00047429592980754868 -0.00058048128097789567 0.00052673916832672823 0.00035247668375049031 -0.00038098797024553599 -0.00053367794505938273 -0.00042593344606001513
leaf_weight=0.0011304898071138854 0.0010218284513687321 0.0011464290075605199 0.0010212100033547512 0.0011835128690222303 0.0011886881628051125 0.0013826335640142271 0.0012508363575410904 0.0011727239724255425 0.0010945220292607966
leaf_count=258 355 348 181 672 294 180 123 158 552
internal_value=0 4.33215e-05 -2.13707e-05 -8.16058e-05 1.71817e-07 0.000166639 4.0982e-06 -0.000187089 -4.41511e-06
internal_weight=0 0.010571 0.00942462 0.00840341 0.00721989 0.00382216 0.00263347 0.00339774 0.00222501
internal_count=3121 2766 2418 2237 1565 597 303 968 810
is_linear=0
shrinkage=0.00196078


Tree=6004
num_leaves=9
num_cat=0
split_feature=4 0 157 16 15 1 0 49
split_gain=3.40738e-05 6.81968e-05 3.97203e-05 4.65871e-05 0.000165569 4.68147e-05 6.84803e-05 1.77392e-05
threshold=-0.49405499999999997 1.0000000180025095e-35 -0.05495499999999999 -0.056919999999999991 -0.016799999999999995 0.085110000000000005 -0.14920999999999998 -0.023059999999999997
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 -2 5 -5 -4 7 -7
right_child=1 -3 3 4 -6 6 -8 -9
leaf_value=-0.00035148795173279223 0.00032770858973964179 0.00047026747142687764 -0.00030503311653449681 -0.0007775946672740966 0.00025153073271152071 6.2697480805134489e-05 0.00039955771049278687 -0.00030321549206235426
leaf_weight=0.0010109335588427909 0.0010296075284032596 0.0011726433333184667 0.001267841442564234 0.0013147575788401051 0.0011071830045407515 0.0010197310840771578 0.0018698310316878695 0.0010177676361424709
leaf_count=156 405 186 862 488 385 69 478 92
internal_value=0 2.66051e-05 -3.37026e-05 -8.26833e-05 -0.000307133 2.23574e-05 0.000128588 -0.000120083
internal_weight=0 0.00979936 0.00862672 0.00759711 0.00242194 0.00517517 0.00390733 0.0020375
internal_count=3121 2965 2779 2374 873 1501 639 161
is_linear=0
shrinkage=0.00196078


Tree=6005
num_leaves=7
num_cat=0
split_feature=160 0 150 16 52 1
split_gain=2.08069e-05 3.08494e-05 4.58947e-05 3.46006e-05 7.25078e-05 6.38564e-05
threshold=-0.087429999999999994 -0.14794999999999997 0.083095000000000016 -0.056919999999999991 -0.057699999999999994 0.08844500000000001
decision_type=2 2 2 2 2 2
left_child=-1 2 -2 5 -5 -3
right_child=1 3 -4 4 -6 -7
leaf_value=0.013557592535585221 -0.023943046278720549 -0.0061041307408396493 0.0043025137634954674 0.010356901629773076 -0.018448482176100411 0.023392157507011676
leaf_weight=0.0010050048330133106 0.0013043807628185236 0.0013531755895345924 0.0010291193788822478 0.0016614685125970715 0.0018433746546794043 0.0016039026288133971
leaf_count=538 165 795 92 719 399 413
internal_value=0 -0.00163086 -0.0114862 0.00192806 -0.00479331 0.00989449
internal_weight=0 0.00879542 0.0023335 0.00646192 0.00350484 0.00295708
internal_count=3121 2583 257 2326 1118 1208
is_linear=0
shrinkage=0.1


Tree=6006
num_leaves=9
num_cat=0
split_feature=159 2 43 48 0 4 12 12
split_gain=3.1277e-05 4.24473e-05 4.15741e-05 8.59238e-05 0.000123237 5.72315e-05 4.13314e-05 4.97125e-05
threshold=-1.0000000180025095e-35 0.088225000000000012 0.016310000000000002 0.084170000000000009 -0.18113999999999997 -0.059649999999999988 0.095330000000000012 0.051320000000000005
decision_type=2 2 2 2 2 2 2 2
left_child=-1 6 3 5 -5 -3 7 -2
right_child=1 2 -4 4 -6 -7 -8 -9
leaf_value=-0.00032842473991869398 -3.9717432694309628e-05 -0.00054826834356076022 0.00040632975196540843 -9.5797289968252349e-05 0.00080589109669209139 6.9411178064414887e-05 0.00018916363347758506 -0.00060056213965931104
leaf_weight=0.0010431904242679925 0.001415967062244416 0.001137393138083364 0.0015333910620791997 0.0013396844282172471 0.00103142213125469 0.0011699657259282967 0.0010159153140118205 0.0010643910242749866
leaf_count=509 233 282 274 58 256 501 170 838
internal_value=0 2.88679e-05 0.000126138 3.43035e-05 0.000296434 -0.000235069 -0.000143952 -0.000280392
internal_weight=0 0.00970813 0.00621186 0.00467847 0.00237111 0.00230736 0.00349627 0.00248036
internal_count=3121 2612 1371 1097 314 783 1241 1071
is_linear=0
shrinkage=0.00196078


Tree=6007
num_leaves=9
num_cat=0
split_feature=4 0 43 1 48 2 3 1
split_gain=4.86759e-05 7.68221e-05 5.27482e-05 3.9826e-05 4.82368e-05 7.73318e-05 8.43739e-05 3.5485e-05
threshold=-0.49405499999999997 1.0000000180025095e-35 -0.24021999999999996 1.0000000180025095e-35 0.11926500000000002 1.0000000180025095e-35 0.086245000000000016 0.10508500000000001
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 5 -5 -7 -8
right_child=1 -3 3 4 -6 6 7 -9
leaf_value=-0.00041456232417443788 -0.00044631687115732996 0.00050317935546332455 -0.00024128813766071587 -0.00012739698840417315 -0.00028999730127160923 0.0008393357129390359 -0.00011080126874264684 0.00040174052828753024
leaf_weight=0.0010215386273071591 0.0010260174395386673 0.001186035853760121 0.0016664759235805885 0.0019346163981907296 0.0010089589998655835 0.0010044509400322409 0.0010318488675384874 0.0010455752671329095
leaf_count=156 153 186 1442 608 87 265 87 137
internal_value=0 3.4985e-05 -2.87107e-05 2.69933e-05 0.000101193 0.000179872 0.000372757 0.000147163
internal_weight=0 0.00990398 0.00871794 0.00769193 0.00602545 0.00501649 0.00308188 0.00207742
internal_count=3121 2965 2779 2626 1184 1097 489 224
is_linear=0
shrinkage=0.00196078


Tree=6008
num_leaves=9
num_cat=0
split_feature=50 160 12 4 16 1 0 133
split_gain=3.40396e-05 5.67918e-05 5.19134e-05 6.21866e-05 0.000100092 9.50704e-05 8.51029e-05 8.44441e-05
threshold=0.088425000000000017 -0.085579999999999976 -0.029094999999999999 0.0052350000000000009 -0.094359999999999986 0.086560000000000012 -0.11756999999999999 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 -3 5 6 7 -5 -4
right_child=-2 2 3 4 -6 -7 -8 -9
leaf_value=0.00046869608753958924 -0.00033888461161090934 -0.0004347580409786296 0.00035678858381947695 -0.00041844448373595588 0.00056003692048771673 -0.00062788819170020254 0.00035401345324802573 -0.00034285120627070177
leaf_weight=0.0010279701552022022 0.0010495795946183382 0.001017917641052613 0.0015385725293378971 0.0012098914581472227 0.0017415814023737444 0.0011028309506798534 0.0010028609276164797 0.0011658202492606192
leaf_count=385 560 317 571 136 216 341 140 455
internal_value=0 3.26435e-05 -1.8413e-05 3.61901e-05 0.000208405 -0.000142679 -6.8352e-05 5.51851e-05
internal_weight=0 0.00980745 0.00877948 0.00776156 0.00395433 0.00380722 0.00221275 0.00270439
internal_count=3121 2561 2176 1859 492 1367 276 1026
is_linear=0
shrinkage=0.00196078


Tree=6009
num_leaves=9
num_cat=0
split_feature=4 0 4 47 51 43 47 4
split_gain=3.74137e-05 6.71404e-05 4.54347e-05 6.0564e-05 8.02589e-05 8.90858e-05 4.6526e-05 3.64507e-05
threshold=-0.49405499999999997 -1.0000000180025095e-35 -0.059649999999999988 0.087235000000000021 0.086685000000000012 -0.0084099999999999991 0.11069000000000002 0.09173000000000002
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 -4 -5 -7
right_child=1 -3 3 6 -6 7 -8 -9
leaf_value=-0.00036317533834381881 -0.00029032171276801113 0.00047003695496833212 -0.00010014365365670037 -0.000459492392499308 -0.0002881752953442039 0.00083324651199089721 8.2499541861410353e-05 0.00032876642254965453
leaf_weight=0.0010117442184181978 0.0019533008346371179 0.0011884455600058358 0.0011993573715067462 0.001272227542519583 0.0010567587662417208 0.0010295321974118105 0.0011679631239718963 0.0011838361978178495
leaf_count=156 1037 186 784 202 210 198 141 207
internal_value=0 3.24059e-05 -2.62765e-05 4.83666e-05 0.000184008 0.00033022 -0.000200076 0.000563422
internal_weight=0 0.0100514 0.00886298 0.00690968 0.00446948 0.00341273 0.00244019 0.00221337
internal_count=3121 2965 2779 1742 1399 1189 343 405
is_linear=0
shrinkage=0.00196078


Tree=6010
num_leaves=9
num_cat=0
split_feature=0 1 15 15 47 51 52 47
split_gain=3.74146e-05 5.52293e-05 7.75741e-05 4.97421e-05 9.10577e-05 6.90459e-05 4.67087e-05 3.60884e-05
threshold=0.15398500000000004 0.077565000000000009 0.088235000000000022 0.035560000000000008 0.087235000000000021 0.086685000000000012 -0.046924999999999988 0.11069000000000002
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 6 -3 -6
right_child=-2 3 -4 -5 7 -7 -8 -9
leaf_value=-0.00057881137112304499 0.00036166568545267639 0.00082547874596631068 0.00010555990486199608 -0.0003216872995604972 -0.0004030832521265939 -5.640677641048367e-05 0.00026929721614900955 6.555058031088735e-05
leaf_weight=0.0014595492337141241 0.001010534823046875 0.0010693950688540541 0.0011296295408702206 0.0011421557325238356 0.0012151348566189456 0.0011910746340168333 0.001269911754430107 0.0013159688165154961
leaf_count=1190 60 282 402 400 150 148 342 147
internal_value=0 -3.46124e-05 -0.000280228 5.36683e-05 0.000124396 0.000327886 0.000523551 -0.000159432
internal_weight=0 0.00979282 0.00258918 0.00720364 0.00606149 0.00353038 0.00233931 0.0025311
internal_count=3121 3061 1592 1469 1069 772 624 297
is_linear=0
shrinkage=0.00196078


Tree=6011
num_leaves=8
num_cat=0
split_feature=160 49 42 49 150 4 15
split_gain=1.68385e-05 3.25106e-05 5.25778e-05 4.5295e-05 5.38141e-05 5.30094e-05 9.88055e-05
threshold=-0.087429999999999994 0.093655000000000002 0.091295000000000015 -0.00064499999999999985 0.088135000000000005 -0.084369999999999987 -0.016799999999999995
decision_type=2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 -5 -7
right_child=1 -3 -4 5 -6 6 -8
leaf_value=0.012136419922901475 -0.036187605603688118 0.015290253536176093 0.012574720037995571 -0.018802163949255723 -0.0037631774202426687 -0.011996383796163601 0.02486509960189192
leaf_weight=0.0010132632286034291 0.0010246248274042859 0.0010233405115666972 0.0015895622353792691 0.0012808590210647368 0.0010228183451492223 0.0015228196022595954 0.0013917516204850406
leaf_count=538 291 362 490 442 166 374 458
internal_value=0 -0.00147221 -0.00366229 -0.00779657 -0.0199897 -0.00184611 0.00560553
internal_weight=0 0.00885578 0.00783244 0.00624287 0.00204744 0.00419543 0.00291457
internal_count=3121 2583 2221 1731 457 1274 832
is_linear=0
shrinkage=0.1


Tree=6012
num_leaves=9
num_cat=0
split_feature=159 2 3 2 1 0 0 16
split_gain=3.47602e-05 5.76113e-05 4.6281e-05 6.08349e-05 9.84515e-05 3.45396e-05 8.55122e-05 3.29715e-05
threshold=-1.0000000180025095e-35 0.088225000000000012 -0.10831999999999999 0.10613000000000002 0.10937500000000001 -0.10607499999999999 -0.077809999999999976 -0.091114999999999988
decision_type=2 2 2 2 2 2 2 2
left_child=-1 5 -3 7 -5 -2 -7 -4
right_child=1 2 3 4 -6 6 -8 -9
leaf_value=-0.00035413574293005536 0.00011733974139779232 0.00045291234127687083 0.00048546714617538582 -0.00058161111825561298 0.00022396631430541855 -0.00070222893246343605 3.9286484770001786e-05 3.0377253195460469e-05
leaf_weight=0.0010203109116021123 0.0010699650506566412 0.0014037254971646764 0.0012565364372638904 0.0011659287738858294 0.0011671392278644864 0.0011195051090425244 0.0012833749949006349 0.0011933856105310766
leaf_count=509 135 225 160 265 239 801 305 482
internal_value=0 2.64118e-05 0.000139865 4.79912e-05 -0.000178613 -0.0001757 -0.000306187 0.000263788
internal_weight=0 0.00965956 0.00618672 0.00478299 0.00233307 0.00347285 0.00240288 0.00244992
internal_count=3121 2612 1371 1146 504 1241 1106 642
is_linear=0
shrinkage=0.00196078


Tree=6013
num_leaves=8
num_cat=0
split_feature=50 484 3 16 4 16 52
split_gain=1.7284e-05 3.66166e-05 3.134e-05 4.97805e-05 6.20459e-05 5.71092e-05 4.35511e-05
threshold=0.079410000000000008 0.084040000000000017 -0.10519499999999998 -0.094359999999999986 0.0052350000000000009 -0.48836499999999994 0.08976000000000002
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 5 6 -4 -5
right_child=-2 -3 3 4 -6 -7 -8
leaf_value=0.01099521806453432 -0.011838800484534454 0.019335750170375136 0.00072571503395946928 -0.0236886848324738 0.016806254575803623 -0.031422316732852944 0.0051454807019039768
leaf_weight=0.0017166848509914409 0.001108770619847022 0.0010085839567455755 0.0010476349945613334 0.0010206561050956982 0.001702671740841045 0.0011693811420132156 0.0010760993582064923
leaf_count=304 609 322 173 852 263 276 322
internal_value=0 0.00141474 -0.000922586 -0.00432312 0.00262529 -0.016231 -0.00889038
internal_weight=0 0.00874171 0.00773313 0.00601644 0.00379943 0.00221702 0.00209676
internal_count=3121 2512 2190 1886 1437 449 1174
is_linear=0
shrinkage=0.1


Tree=6014
num_leaves=8
num_cat=0
split_feature=49 15 42 15 12 13 15
split_gain=1.6608e-05 7.11887e-05 5.75323e-05 5.05424e-05 0.000101175 0.000111874 8.68395e-05
threshold=-0.047584999999999995 -0.033689999999999991 0.091545000000000015 -0.037864999999999989 0.051320000000000005 -0.095304999999999987 -0.10653
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 6 -5 -6 -2
right_child=2 -3 -4 4 5 -7 -8
leaf_value=0.026244064606122802 0.0065631514197517218 -0.011059457048386588 -0.021455919059999665 0.032588602179324543 0.020630057867018024 -0.021878958771062825 -0.029407105037772427
leaf_weight=0.0010427447240943465 0.0015893967275557436 0.0010042865076093171 0.0012913744832219656 0.0012394005219286538 0.0011442375826642729 0.0013490130552416407 0.0011617448202887305
leaf_count=228 370 175 620 185 85 979 479
internal_value=0 0.00794272 -0.00218114 0.00165781 0.00923767 -0.00237012 -0.00862627
internal_weight=0 0.00204703 0.00777517 0.00648379 0.00373265 0.00249325 0.00275114
internal_count=3121 403 2718 2098 1249 1064 849
is_linear=0
shrinkage=0.1


Tree=6015
num_leaves=8
num_cat=0
split_feature=4 0 43 2 13 52 4
split_gain=3.86378e-05 7.18861e-05 4.57827e-05 3.09722e-05 6.62147e-05 5.20585e-05 5.01052e-05
threshold=-0.49405499999999997 -1.0000000180025095e-35 -0.24021999999999996 0.10005000000000001 -0.086589999999999986 -0.0064899999999999992 0.23246000000000003
decision_type=2 2 2 2 2 2 2
left_child=-1 2 -2 4 -4 -6 -5
right_child=1 -3 3 6 5 -7 -8
leaf_value=-0.00036937849958243766 -0.00042154185177203029 0.00048510998616152024 -0.0004877158134992705 0.00045392982317533437 -0.00020530692570677167 0.00026919241985370234 -6.0627305945760148e-05
leaf_weight=0.0010207108406176191 0.0010159382187343215 0.0011815139176860187 0.0011423343956107157 0.0013675697384333231 0.0016246293592168891 0.0019631320813580742 0.0015546934697115537
leaf_count=156 153 186 454 439 523 953 257
internal_value=0 3.1392e-05 -3.0451e-05 2.14707e-05 -7.65781e-05 5.43271e-05 0.000180177
internal_weight=0 0.00984981 0.0086683 0.00765236 0.0047301 0.00358776 0.00292226
internal_count=3121 2965 2779 2626 1930 1476 696
is_linear=0
shrinkage=0.00196078


Tree=6016
num_leaves=9
num_cat=0
split_feature=4 0 2 3 2 1 3 15
split_gain=5.8049e-05 7.21277e-05 4.92794e-05 5.87349e-05 4.76013e-05 0.000132539 7.39124e-05 3.46814e-05
threshold=-0.49405499999999997 -1.0000000180025095e-35 0.088225000000000012 -0.078934999999999991 0.092875000000000013 0.10557500000000002 0.11924500000000002 -0.055554999999999993
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 -4 -6 -7 -5
right_child=1 -3 4 7 5 6 -8 -9
leaf_value=-0.00044102983685230724 -0.00048655981173468426 0.00049154485859142442 0.00039397483424418681 -0.00024057404780506071 -0.00052579313786216785 0.00066364111413052651 -4.2911013771564723e-05 0.00024077117728144452
leaf_weight=0.0010506631078174037 0.0015134328963275273 0.0012142352190191294 0.0015562617530127032 0.0011030845314035169 0.0012700845321096809 0.0010017163742502464 0.0013184447307163262 0.0012032538712948453
leaf_count=156 1002 186 387 207 645 190 150 198
internal_value=0 4.30569e-05 -1.76784e-05 -0.000186409 0.000107555 -1.65998e-05 0.000262139 1.05515e-05
internal_weight=0 0.0101805 0.00896628 0.00381977 0.00514651 0.00359025 0.00232016 0.00230634
internal_count=3121 2965 2779 1407 1372 985 340 405
is_linear=0
shrinkage=0.00196078


Tree=6017
num_leaves=9
num_cat=0
split_feature=457 1 15 4 4 47 16 13
split_gain=1.42517e-05 2.93355e-05 4.42373e-05 7.04818e-05 6.4456e-05 3.64439e-05 1.6869e-05 6.23958e-06
threshold=0.069910000000000014 0.111945 0.088655000000000025 -0.0029599999999999995 -0.090289999999999981 0.085770000000000027 -0.087659999999999988 -0.0082249999999999979
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 4 7 -3 -5 -1
right_child=-2 5 -4 6 -6 -7 -8 -9
leaf_value=0.0035969287566434307 0.0096814196418370663 0.021478564787297892 -0.023722093995186978 -0.025036746447027237 0.02902501789011714 -0.0032026170398291955 -0.0067112861253079588 -0.0075420836939429706
leaf_weight=0.001002247579257207 0.0013004929859962823 0.0010754034342831749 0.0010698352533787423 0.0010005811105909107 0.0010045705727448422 0.001348400942370253 0.0010087288748389679 0.0010092866975549648
leaf_count=90 267 306 634 299 883 149 285 208
internal_value=0 -0.00155764 -0.00525808 -0.00132737 0.00833876 0.00774803 -0.0158369 -0.00199207
internal_weight=0 0.00851905 0.00609525 0.00502541 0.0030161 0.0024238 0.00200931 0.00201153
internal_count=3121 2854 2399 1765 1181 455 584 298
is_linear=0
shrinkage=0.1


Tree=6018
num_leaves=9
num_cat=0
split_feature=4 0 43 15 1 15 3 2
split_gain=4.87948e-05 8.57813e-05 4.32695e-05 4.15928e-05 0.000121292 6.86533e-05 4.03332e-05 8.94804e-05
threshold=-0.49405499999999997 -1.0000000180025095e-35 -0.24021999999999996 -0.0063699999999999989 0.090740000000000015 0.035560000000000008 0.12178000000000001 0.10444500000000002
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 -4 -5 7 -6
right_child=1 -3 3 5 6 -7 -8 -9
leaf_value=-0.00041449173774263517 -0.00041247551713502207 0.00053007985060410097 -0.00069375397326344398 0.00061870869765805311 -9.0921065328405343e-05 -1.5091488559097659e-05 -0.00025656535482359129 0.00063883812229437956
leaf_weight=0.0010195451697749261 0.0010125752716629481 0.0011887852089427628 0.0010191815219061937 0.0010034510757091373 0.0016465271182200438 0.00190356076869144 0.00105463200676734 0.0010630786602587371
leaf_count=156 153 186 840 126 282 1048 139 191
internal_value=0 3.60291e-05 -3.14556e-05 1.87121e-05 -9.37012e-05 0.000203686 6.87654e-05 0.00019539
internal_weight=0 0.00989179 0.00870301 0.00769043 0.00478342 0.00290701 0.00376424 0.00270961
internal_count=3121 2965 2779 2626 1452 1174 612 473
is_linear=0
shrinkage=0.00196078


Tree=6019
num_leaves=7
num_cat=0
split_feature=131 150 15 16 0 3
split_gain=1.53323e-05 2.64009e-05 4.48947e-05 4.49817e-05 5.01812e-05 3.05907e-05
threshold=0.081165000000000001 0.081835000000000019 -0.037864999999999989 -0.008904999999999998 -0.014954999999999998 0.095270000000000007
decision_type=2 2 2 2 2 2
left_child=1 2 5 -4 -5 -1
right_child=-2 -3 3 4 -6 -7
leaf_value=-0.0018402670094864581 -0.011773398426379896 0.012826921312520995 -0.0068594923218918552 0.02810392153498217 0.00043222599326381397 -0.023641797468389264
leaf_weight=0.0014014424108665761 0.0010042510321255525 0.0016139523021612692 0.0019632582360273338 0.001211010969934777 0.0014282436946720116 0.0011901732681392366
leaf_count=756 504 360 899 283 199 120
internal_value=0 0.00126812 -0.00132502 0.00460282 0.0131293 -0.0118524
internal_weight=0 0.00880808 0.00719413 0.00460251 0.00263925 0.00259162
internal_count=3121 2617 2257 1381 482 876
is_linear=0
shrinkage=0.1


Tree=6020
num_leaves=8
num_cat=0
split_feature=42 42 403 15 1 3 12
split_gain=4.5028e-05 7.10318e-05 6.42563e-05 0.000119534 8.17006e-05 9.15233e-05 5.05902e-05
threshold=0.10194000000000002 0.091295000000000015 0.03138500000000001 0.035560000000000008 0.094385000000000011 0.11296500000000002 0.083370000000000014
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 4 6 -6 -1
right_child=-2 -3 -4 -5 5 -7 -8
leaf_value=-0.00010614773136140766 -0.00050962966824373102 0.00040074954893755057 0.00033092624699244879 -0.00075592603790185654 0.00043517623567522858 -0.00020571830679438696 -0.00059524758959256273
leaf_weight=0.0019741018882052908 0.0010138768268088518 0.0010731113512833417 0.0010189055780282933 0.0012237241639264564 0.0017573045879074162 0.0016715557499085727 0.0013824781318324307
leaf_count=228 355 348 291 703 379 184 633
internal_value=0 -7.61702e-05 -0.000132859 -0.00019186 -9.01335e-05 0.000122743 -0.000307594
internal_weight=0 0.0101012 0.00902807 0.00800916 0.00678544 0.00342886 0.00335658
internal_count=3121 2766 2418 2127 1424 563 861
is_linear=0
shrinkage=0.00196078


Tree=6021
num_leaves=8
num_cat=0
split_feature=48 48 1 4 0 4 12
split_gain=3.63111e-05 0.000101028 5.24652e-05 4.75022e-05 7.1071e-05 5.77917e-05 3.96156e-05
threshold=0.11951500000000001 0.092475000000000016 0.111945 -1.0000000180025095e-35 -0.10224499999999999 -0.059649999999999988 0.088305000000000008
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 5 -5 6 -1
right_child=-2 -3 -4 4 -6 -7 -8
leaf_value=-0.00038601781365093444 -0.00036082896344536293 0.00055786879846898211 0.00024257133039793532 -0.00064909322407594834 2.139529018964502e-05 0.00040203604246532941 5.0042444194716721e-05
leaf_weight=0.0013604329936374436 0.0010152468669160962 0.0012160739697998054 0.0018991445539971357 0.0013370166712809775 0.0011144394174700449 0.0010328284044003036 0.0019478778938661905
leaf_count=583 114 251 374 204 340 633 622
internal_value=0 2.85272e-05 -4.55337e-05 -0.000126085 -0.000344287 -2.86573e-06 -0.000129273
internal_weight=0 0.00990781 0.00869174 0.0067926 0.00245146 0.00434114 0.00330831
internal_count=3121 3007 2756 2382 544 1838 1205
is_linear=0
shrinkage=0.00196078


Tree=6022
num_leaves=9
num_cat=0
split_feature=4 0 0 42 1 16 13 4
split_gain=4.02968e-05 7.14386e-05 6.38714e-05 7.05676e-05 8.30844e-05 4.88678e-05 7.22916e-05 8.33801e-05
threshold=-0.49405499999999997 -1.0000000180025095e-35 -0.053834999999999994 0.091295000000000015 0.077565000000000009 -0.44310499999999992 -0.0025349999999999995 0.0061450000000000003
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 -6 -7 -8
right_child=1 -3 -4 -5 5 6 7 -9
leaf_value=-0.00037804812352967414 -0.00053949172961293421 0.00047631952834018817 -0.00047039194140864263 0.00041900453604534283 -0.00033776433647764859 0.0005483219665522337 -0.00042257960273863306 0.00025451750406491649
leaf_weight=0.0010373131555121594 0.0011372773124166307 0.0012021456054740328 0.0011214183773323554 0.0014570503307400774 0.0010174472465412253 0.0011939590958210847 0.0011920857661675958 0.0016912523580563249
leaf_count=156 1197 186 186 567 144 405 172 108
internal_value=0 2.79424e-05 -3.32363e-05 3.0521e-05 -6.03067e-05 4.66596e-05 0.000142589 -2.54212e-05
internal_weight=0 0.0100126 0.00881049 0.00768907 0.00623202 0.00509474 0.0040773 0.00288334
internal_count=3121 2965 2779 2593 2026 829 685 280
is_linear=0
shrinkage=0.00196078


Tree=6023
num_leaves=7
num_cat=0
split_feature=4 151 12 0 12 16
split_gain=1.71536e-05 2.38068e-05 4.07088e-05 6.35531e-05 4.63905e-05 4.20225e-05
threshold=0.27287000000000006 -0.024429999999999997 0.088305000000000008 -0.019414999999999998 0.092355000000000007 -0.056919999999999991
decision_type=2 2 2 2 2 2
left_child=1 -1 3 5 -4 -3
right_child=-2 2 4 -5 -6 -7
leaf_value=0.010513876858715071 0.0098615676194877197 -0.0084835833752791752 0.019474917310171456 0.010438965217359897 -0.0053619103043475672 -0.032925413577883381
leaf_weight=0.0013037421774373514 0.0014527116978295769 0.0017093450230489928 0.0012259909274348326 0.0010232623713079406 0.0019452852499897049 0.0011953031927497682
leaf_count=451 352 577 420 129 805 387
internal_value=0 -0.00190677 -0.00418777 -0.010992 0.00423982 -0.0185417
internal_weight=0 0.00840293 0.00709919 0.00392791 0.00317128 0.00290465
internal_count=3121 2769 2318 1093 1225 964
is_linear=0
shrinkage=0.1


Tree=6024
num_leaves=8
num_cat=0
split_feature=11 48 2 52 13 42 1
split_gain=1.54846e-05 2.72837e-05 7.03659e-05 4.92273e-05 0.000109397 3.63675e-05 5.723e-05
threshold=0.078065000000000009 0.092475000000000016 0.11293500000000002 0.10160000000000001 -0.094514999999999988 -0.088669999999999985 0.086560000000000012
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 4 -1 -6 -7
right_child=-2 -3 -4 -5 5 6 -8
leaf_value=0.028003292004062891 -0.011868315548089335 0.01303184423687475 0.022133642381507963 -0.025023306466727027 0.0077243172367512164 0.0034477942627467412 -0.024796769685544021
leaf_weight=0.0010104587977006673 0.0010126792769899343 0.001593551828278702 0.0010787122054078824 0.0010724646838431457 0.0010066516862666116 0.001148912980664337 0.0019100112737562064
leaf_count=139 211 333 357 425 288 846 522
internal_value=0 0.00118778 -0.00142376 -0.00555674 -0.00144385 -0.00876264 -0.0141883
internal_weight=0 0.00882076 0.00722721 0.0061485 0.00507603 0.00406558 0.00305892
internal_count=3121 2910 2577 2220 1795 1656 1368
is_linear=0
shrinkage=0.1


Tree=6025
num_leaves=8
num_cat=0
split_feature=4 0 1 2 0 52 16
split_gain=3.5974e-05 6.67199e-05 3.9471e-05 3.88357e-05 0.000119251 7.90054e-05 5.22658e-05
threshold=-0.49405499999999997 -1.0000000180025095e-35 0.077565000000000009 1.0000000180025095e-35 -0.14116499999999996 -0.0064899999999999992 -0.056919999999999991
decision_type=2 2 2 2 2 2 2
left_child=-1 2 -2 6 5 -5 -4
right_child=1 -3 3 4 -6 -7 -8
leaf_value=-0.00035983316359231796 -0.00028138634944377411 0.00046706636513551338 9.4140067354305499e-05 -0.00036658285638852277 0.00074373321258053586 0.00027011184154560405 -0.00046574118076970485
leaf_weight=0.00102072148705092 0.001908903672435412 0.001166139048279312 0.0014863322819864534 0.0014431856957910685 0.0010070763352345532 0.0015584268477087291 0.0011271824542528764
leaf_count=156 1551 186 349 143 250 186 300
internal_value=0 2.71594e-05 -3.29726e-05 3.86347e-05 0.000159877 -3.60132e-05 -0.000147331
internal_weight=0 0.00969725 0.00853111 0.0066222 0.00400869 0.00300161 0.00261351
internal_count=3121 2965 2779 1228 579 329 649
is_linear=0
shrinkage=0.00196078


Tree=6026
num_leaves=7
num_cat=0
split_feature=1 4 43 150 3 12
split_gain=1.57138e-05 4.3995e-05 4.28073e-05 2.60851e-05 5.83632e-05 6.78567e-05
threshold=0.090405000000000013 -0.15764999999999998 -0.014584999999999999 0.076925000000000007 0.10732000000000001 0.090840000000000018
decision_type=2 2 2 2 2 2
left_child=1 -1 -3 4 5 -2
right_child=3 2 -4 -5 -6 -7
leaf_value=0.0083707612209250343 0.023452051916234902 -0.027120286765963442 -0.0022557198767790645 0.016991480397084521 -0.01678442052227044 -0.0085800532764299629
leaf_weight=0.0017081997459228227 0.0014204066514677425 0.001125820670508973 0.001798514262881681 0.0011404460805702881 0.0013841764453470119 0.001237518837532172
leaf_count=142 298 1048 810 260 179 384
internal_value=0 -0.00438002 -0.0118282 0.00363503 -0.000133378 0.00853804
internal_weight=0 0.00463253 0.00292433 0.00518255 0.0040421 0.00265793
internal_count=3121 2000 1858 1121 861 682
is_linear=0
shrinkage=0.1


Tree=6027
num_leaves=8
num_cat=0
split_feature=52 52 160 133 42 1 16
split_gain=4.67907e-05 7.34446e-05 7.95678e-05 5.43251e-05 0.000103162 5.19511e-05 4.95485e-05
threshold=-0.26636999999999994 -0.081429999999999989 0.050340000000000003 1.0000000180025095e-35 0.08623500000000002 0.111945 -0.071359999999999993
decision_type=2 2 2 2 2 2 2
left_child=-1 -2 3 4 5 6 -3
right_child=1 2 -4 -5 -6 -7 -8
leaf_value=-0.00040092413906230766 0.00044759664228563736 -0.00045592170924307722 -0.00047710666930663061 -0.00026236990862703232 0.00057045776151195247 0.00027985045813278138 5.5936040911434872e-05
leaf_weight=0.0010656946594292628 0.0014040204686779903 0.0013057421401675908 0.0013311525025412928 0.0017426384674732176 0.0015281786483706782 0.0014753134097152273 0.0016407241311979725
leaf_count=354 417 482 216 782 466 211 193
internal_value=0 3.04193e-05 -3.44901e-05 4.21018e-05 0.000131276 -2.05061e-05 -0.000170896
internal_weight=0 0.0104278 0.00902375 0.0076926 0.00594996 0.00442178 0.00294647
internal_count=3121 2767 2350 2134 1352 886 675
is_linear=0
shrinkage=0.00196078


Tree=6028
num_leaves=9
num_cat=0
split_feature=42 42 403 15 1 3 1 12
split_gain=5.12868e-05 6.3586e-05 8.72318e-05 0.000114338 7.19934e-05 8.98366e-05 5.65211e-05 9.93314e-05
threshold=0.10194000000000002 0.091295000000000015 0.03138500000000001 0.035560000000000008 0.094385000000000011 0.11296500000000002 0.086560000000000012 0.085885000000000017
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 4 6 -6 7 -1
right_child=-2 -3 -4 -5 5 -7 -8 -9
leaf_value=0.00040578708907963902 -0.00043364990309402364 0.00047745323659726811 0.00050753906952464678 -0.00065061045814097007 0.00050940830034530466 -0.00012425415994745927 -0.00056866572429194878 -0.00041791755358950542
leaf_weight=0.0010798885182509447 0.0010093786049645498 0.0010889333468423702 0.0010488567489166092 0.0012045309644868182 0.0017834789469075678 0.0016616130118228024 0.0010821411218719327 0.0011756288758145606
leaf_count=348 355 348 291 703 379 184 153 360
internal_value=0 2.98407e-05 -2.41005e-05 -9.39132e-05 4.94917e-06 0.000203785 -0.000200286 -2.35472e-05
internal_weight=0 0.0101251 0.00903614 0.00798728 0.00678275 0.00344509 0.00333766 0.00225552
internal_count=3121 2766 2418 2127 1424 563 861 708
is_linear=0
shrinkage=0.00196078


Tree=6029
num_leaves=9
num_cat=0
split_feature=48 48 51 1 43 52 2 2
split_gain=4.31394e-05 8.54079e-05 5.51031e-05 6.69033e-05 4.71197e-05 6.74325e-05 4.32109e-05 3.60365e-05
threshold=0.11951500000000001 0.092475000000000016 0.084745000000000015 0.111945 -0.084004999999999982 0.090645000000000017 0.092365000000000017 0.082275000000000015
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 6 7 -6
right_child=-2 -3 -4 -5 5 -7 -8 -9
leaf_value=0.00020832958775706572 -0.0003959052382746608 0.00051557306374068641 -0.00044297718655031404 0.00036164974509477924 -0.00012236746090441591 -0.00060787656342944376 -0.00035733810547133654 0.00039027869160635046
leaf_weight=0.0016017238681054202 0.001019582481073404 0.0012111471121978154 0.0011352528713717896 0.0017098389324238204 0.0011095001487989513 0.0010868693148686588 0.0011043695425884716 0.0010044754589421533
leaf_count=535 114 251 330 327 337 397 361 469
internal_value=0 2.75551e-05 -3.99792e-05 2.00862e-05 -7.87837e-05 -0.000185602 -4.29956e-05 0.000121221
internal_weight=0 0.00996318 0.00875203 0.00761678 0.00590694 0.00430521 0.00321835 0.00211398
internal_count=3121 3007 2756 2426 2099 1564 1167 806
is_linear=0
shrinkage=0.00196078


Tree=6030
num_leaves=8
num_cat=0
split_feature=0 16 16 1 49 0 0
split_gain=3.50506e-05 5.92067e-05 4.12878e-05 3.89903e-05 4.11482e-05 8.31262e-05 3.41744e-05
threshold=0.15398500000000004 0.26799500000000004 -0.008904999999999998 0.085110000000000005 -0.047584999999999995 -0.10836499999999999 -0.060129999999999996
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 -1 -5 -6 -4
right_child=-2 -3 6 4 5 -7 -8
leaf_value=-0.00031349970384241541 0.00033620863028685212 -0.00045680840235947946 1.5847129154687829e-05 0.00033205189081859032 -0.00036299775168048738 0.00025454523092063457 0.00049398537202656207
leaf_weight=0.0017864781626563209 0.0010414105037924925 0.0011667595448445573 0.0012354476855470269 0.0012465381942921468 0.0018593335452179469 0.0015256996670527272 0.0010746183714285575
leaf_count=1159 60 349 544 174 193 494 148
internal_value=0 -4.19693e-05 1.34857e-05 -6.74222e-05 2.74941e-05 -8.46592e-05 0.000238272
internal_weight=0 0.00989488 0.00872812 0.00641805 0.00463157 0.00338503 0.00231007
internal_count=3121 3061 2712 2020 861 687 692
is_linear=0
shrinkage=0.00196078


Tree=6031
num_leaves=8
num_cat=0
split_feature=4 42 47 133 160 0 2
split_gain=1.56333e-05 2.25022e-05 3.05298e-05 5.62522e-05 7.64001e-05 3.13598e-05 1.59894e-05
threshold=0.27287000000000006 0.092145000000000019 0.09550500000000002 0.083950000000000011 -0.025879999999999997 -0.084144999999999984 0.092235000000000025
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 4 -1 6 -6
right_child=-2 -3 -4 -5 5 -7 -8
leaf_value=0.014849457941443054 0.0094102515419360721 -0.014051964013967242 0.014995051114003828 0.014425840669805318 -0.016605217855538264 -0.028182619818184582 0.00063242920009373531
leaf_weight=0.0010958856629184823 0.0014561153374386985 0.0012745774006388683 0.0011899489552504089 0.0014706860720824586 0.0011067650250176737 0.0012406960133007927 0.0010473433381204588
leaf_count=339 352 544 206 620 361 563 136
internal_value=0 -0.00181103 0.000370668 -0.0025485 -0.00810754 -0.0155184 -0.00822415
internal_weight=0 0.0084259 0.00715133 0.00596138 0.00449069 0.0033948 0.00215411
internal_count=3121 2769 2225 2019 1399 1060 497
is_linear=0
shrinkage=0.1


Tree=6032
num_leaves=8
num_cat=0
split_feature=52 0 13 1 49 48 16
split_gain=5.3466e-05 4.50457e-05 6.66651e-05 4.07912e-05 6.49197e-05 6.45611e-05 3.56249e-05
threshold=-0.26636999999999994 -0.062294999999999996 -0.029529999999999997 0.077565000000000009 -0.047584999999999995 0.085130000000000025 -0.078844999999999985
decision_type=2 2 2 2 2 2 2
left_child=-1 3 -3 -2 -5 6 -6
right_child=1 2 -4 4 5 -7 -8
leaf_value=-0.00042931601787279705 -0.00032091891193175679 -0.00011568399138033901 0.00048754385846138672 0.00040229207266098265 0.00032052130469601759 -0.00044315769256925256 -0.00011857745305266651
leaf_weight=0.0010170273293645992 0.0015687949430088681 0.0011720400621916113 0.0017651870632957867 0.0014009340480708541 0.0012977947589031893 0.001325213625334414 0.0015694559997288472
leaf_count=354 1317 173 249 197 327 131 373
internal_value=0 4.23528e-05 0.000246838 -4.1507e-05 3.68604e-05 -8.52505e-05 8.01704e-05
internal_weight=0 0.0100994 0.00293723 0.00716219 0.0055934 0.00419246 0.00286725
internal_count=3121 2767 422 2345 1028 831 700
is_linear=0
shrinkage=0.00196078


Tree=6033
num_leaves=8
num_cat=0
split_feature=51 49 160 52 15 2 15
split_gain=1.48281e-05 3.55008e-05 4.21276e-05 0.000101742 5.72671e-05 7.08807e-05 4.77536e-05
threshold=-0.076794999999999988 -0.081404999999999991 -0.027994999999999996 -1.0000000180025095e-35 -0.11033999999999998 0.10097500000000002 0.084050000000000014
decision_type=2 2 2 2 2 2 2
left_child=-1 -2 -3 -4 -5 6 -6
right_child=1 2 3 4 5 -7 -8
leaf_value=-0.008793558731810867 0.017489409270699325 0.017839326132795714 -0.031688906628813698 -0.019172753592948739 0.028207387179862587 -0.012392480862901713 0.0011464550151153356
leaf_weight=0.0016499517493551866 0.0012000797301963918 0.00100451479888584 0.001105830349839315 0.0010233816491288985 0.001519560489072857 0.0012349452534313066 0.0011423344187145271
leaf_count=537 199 564 479 248 239 180 675
internal_value=0 0.00159324 -0.00112015 -0.00428061 0.00187947 0.00740816 0.0165944
internal_weight=0 0.00823065 0.00703057 0.00602605 0.00492022 0.00389684 0.00266189
internal_count=3121 2584 2385 1821 1342 1094 914
is_linear=0
shrinkage=0.1


Tree=6034
num_leaves=9
num_cat=0
split_feature=0 16 403 49 151 3 1 151
split_gain=4.67423e-05 8.64751e-05 4.8142e-05 7.48123e-05 8.42713e-05 8.45177e-05 8.70736e-05 7.47762e-05
threshold=0.15398500000000004 0.26799500000000004 0.03138500000000001 -0.047584999999999995 -0.033849999999999991 0.084940000000000015 0.094825000000000007 -0.0067699999999999991
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 7 -5 6 -6 -1
right_child=-2 -3 -4 4 5 -7 -8 -9
leaf_value=0.00065181160773646843 0.00038308996641988409 -0.00054112411129017318 0.00038223856681151468 -0.00066663287849956976 -0.00051902310014896613 0.00029411482606450125 0.00018191634826342912 -7.9801203415016497e-05
leaf_weight=0.00103611107824674 0.0010654034172125773 0.001208070863167039 0.001205387661296786 0.0010221577776043855 0.0017833889874091186 0.0017583842981490384 0.0011026649893373676 0.001115224916528398
leaf_count=200 60 349 342 283 1262 166 303 156
internal_value=0 -4.84667e-05 1.74918e-05 -3.87457e-05 -0.000156931 -4.47547e-05 -0.000251218 0.000272553
internal_weight=0 0.0102314 0.00902332 0.00781793 0.0056666 0.00464444 0.00288605 0.00215134
internal_count=3121 3061 2712 2370 2014 1731 1565 356
is_linear=0
shrinkage=0.00196078


Tree=6035
num_leaves=9
num_cat=0
split_feature=42 47 403 42 12 2 4 1
split_gain=4.79573e-05 9.4435e-05 7.53136e-05 7.64951e-05 8.49083e-05 0.000208408 6.27436e-05 7.61613e-05
threshold=0.10194000000000002 0.11069000000000002 0.03138500000000001 0.090310000000000015 0.084100000000000022 0.097845000000000015 0.055260000000000011 0.094385000000000011
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 4 6 -6 7 -1
right_child=-2 -3 -4 -5 5 -7 -8 -9
leaf_value=-7.873723268781635e-05 -0.00041053296788775466 0.00053943917500911371 0.00045285367435248251 0.00039853738319749481 -0.00096346749598352722 0.00015410507109815701 -0.00036062025377747459 0.00057162666866021974
leaf_weight=0.0019890005919132626 0.0010223188828375985 0.0012522890830327814 0.0010733207872797813 0.0010302360014119976 0.0014117516530065355 0.0011758989548045302 0.0013458150323607449 0.0010618658594400191
leaf_count=349 355 148 318 340 943 270 204 194
internal_value=0 3.46482e-05 -3.49108e-05 -0.000100233 -0.000173805 -0.000455612 -7.9482e-06 0.000147624
internal_weight=0 0.0103402 0.00908789 0.00801457 0.00698433 0.00258765 0.00439668 0.00305087
internal_count=3121 2766 2618 2300 1960 1213 747 543
is_linear=0
shrinkage=0.00196078


Tree=6036
num_leaves=7
num_cat=0
split_feature=2 13 52 3 52 2
split_gain=1.47081e-05 4.23213e-05 3.54766e-05 6.38362e-05 3.16136e-05 2.5776e-05
threshold=0.099185000000000009 -0.086589999999999986 0.10744000000000002 0.12178000000000001 -0.0064899999999999992 0.083995000000000014
decision_type=2 2 2 2 2 2
left_child=1 -1 3 -2 -3 -6
right_child=2 4 -4 -5 5 -7
leaf_value=-0.019982711364546497 0.01024357610741139 -0.0086338526177512503 0.019989147074578217 -0.020151027912379528 -0.0018111632063963991 0.017771467641555811
leaf_weight=0.0012111187621234656 0.0018395609772166215 0.0019665935085144927 0.0010834310225322601 0.0011067041186442993 0.0013348838320413011 0.0013538904164455512
leaf_count=482 580 643 199 140 481 596
internal_value=0 -0.00333041 0.0045163 -0.00117353 0.00100178 0.00804937
internal_weight=0 0.00586649 0.0040297 0.00294627 0.00465537 0.00268877
internal_count=3121 2202 919 720 1720 1077
is_linear=0
shrinkage=0.1


Tree=6037
num_leaves=8
num_cat=0
split_feature=4 0 43 1 43 47 4
split_gain=4.2638e-05 6.95674e-05 4.38527e-05 4.01315e-05 3.64271e-05 5.71776e-05 6.53318e-05
threshold=-0.49013999999999996 -1.0000000180025095e-35 -0.24021999999999996 1.0000000180025095e-35 -0.074359999999999996 0.077555000000000013 0.0061450000000000003
decision_type=2 2 2 2 2 2 2
left_child=-1 2 -2 -4 -5 6 -6
right_child=1 -3 3 4 5 -7 -8
leaf_value=-0.00038882197109971656 -0.00041305014338910488 0.00048432910362244437 -0.00024611790643184101 0.00039731298617226189 -0.00012036462589252305 -0.00027336373075317118 0.00045144805451453711
leaf_weight=0.001015827400409842 0.0010016569618619244 0.0011588263644490013 0.0016633660596333463 0.0012406651596958461 0.0014718902630718694 0.0016604219491366296 0.0016068442555883643
leaf_count=169 153 173 1442 393 398 176 217
internal_value=0 3.31928e-05 -2.72813e-05 2.32746e-05 9.82097e-05 1.99074e-05 0.000178074
internal_weight=0 0.00980367 0.00864484 0.00764319 0.00597982 0.00473916 0.00307873
internal_count=3121 2952 2779 2626 1184 791 615
is_linear=0
shrinkage=0.00196078


Tree=6038
num_leaves=8
num_cat=0
split_feature=52 2 52 1 48 0 3
split_gain=1.81257e-05 2.40823e-05 4.72058e-05 5.20391e-05 9.25317e-05 4.70109e-05 8.02759e-05
threshold=0.15116000000000002 0.088225000000000012 0.096795000000000006 0.11181500000000001 0.084170000000000009 -0.10607499999999999 -0.078934999999999991
decision_type=2 2 2 2 2 2 2
left_child=1 5 3 4 -3 -1 -7
right_child=-2 2 -4 -5 -6 6 -8
leaf_value=0.012071342633251925 -0.012518297070843513 -0.0060060526514576539 0.023855805188829536 -0.016914457311849811 0.028921236906979925 -0.034554427231360985 0.0033369016720262764
leaf_weight=0.0010535240656075326 0.0010544044544030977 0.0019707803659584533 0.0011077700878964602 0.0012086603590548005 0.0012331017684483678 0.0010061693561328492 0.0012584079297497863
leaf_count=138 377 730 176 238 234 926 302
internal_value=0 0.00135298 0.0053999 0.000766538 0.00743667 -0.00537988 -0.0134985
internal_weight=0 0.00883841 0.00552031 0.00441254 0.00320388 0.0033181 0.00226458
internal_count=3121 2744 1378 1202 964 1366 1228
is_linear=0
shrinkage=0.1


Tree=6039
num_leaves=9
num_cat=0
split_feature=0 1 15 15 47 51 52 47
split_gain=3.2619e-05 5.13449e-05 9.24641e-05 3.94257e-05 7.13667e-05 5.67685e-05 5.62943e-05 4.63475e-05
threshold=0.15398500000000004 0.077565000000000009 0.088235000000000022 0.035560000000000008 0.087235000000000021 0.086685000000000012 -0.046924999999999988 0.11069000000000002
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 6 -3 -6
right_child=-2 3 -4 -5 7 -7 -8 -9
leaf_value=-0.00060368319248142711 0.0003297366405252109 0.00080557594823544882 0.00014282798252843876 -0.00029152819138087869 -0.00042597864240216643 -5.8181274723358697e-05 0.00018931588576171396 0.00010879152338629438
leaf_weight=0.0014627072148606715 0.0010014961784602884 0.0010419051565136535 0.0011312826326324403 0.0011320789756050819 0.0011886140848489817 0.001195985172792729 0.0012579841084272103 0.0013096098730789193
leaf_count=1190 60 282 402 400 150 148 342 147
internal_value=0 -4.19138e-05 -0.000278117 4.40662e-05 0.000107448 0.000288313 0.000468497 -0.000145643
internal_weight=0 0.00972017 0.00259399 0.00712618 0.0059941 0.00349587 0.00229989 0.00249822
internal_count=3121 3061 1592 1469 1069 772 624 297
is_linear=0
shrinkage=0.00196078


Tree=6040
num_leaves=8
num_cat=0
split_feature=1 12 13 3 3 1 0
split_gain=1.76334e-05 4.86078e-05 4.75324e-05 4.29044e-05 0.000103286 2.54167e-05 2.06726e-05
threshold=0.094385000000000011 0.088245000000000004 -0.016469999999999995 -0.077774999999999983 0.083060000000000009 0.11507500000000002 -0.13027499999999997
decision_type=2 2 2 2 2 2 2
left_child=1 6 -3 -2 -5 -6 -1
right_child=3 2 -4 4 5 -7 -8
leaf_value=-0.0028095804941573751 -0.012202522194489768 -0.00483462775733928 0.022841209851355442 0.036942172747790984 0.0084130101298408554 -0.012879921446951992 -0.020021383347327969
leaf_weight=0.0011936573636778778 0.00112905768229625 0.0015869600139196902 0.0010190610611197177 0.0010124177397509912 0.001202740787947687 0.0010499915875185374 0.0016798825605556786
leaf_count=153 277 634 435 376 130 160 956
internal_value=0 -0.00390232 0.00598776 0.00460115 0.0104117 -0.00151156 -0.0128717
internal_weight=0 0.00547956 0.00260602 0.00439421 0.00326515 0.00225273 0.00287354
internal_count=3121 2178 1069 943 666 290 1109
is_linear=0
shrinkage=0.1


Tree=6041
num_leaves=8
num_cat=0
split_feature=4 42 49 16 16 160 3
split_gain=1.78493e-05 2.1685e-05 3.12969e-05 4.48075e-05 6.05344e-05 3.54023e-05 2.7884e-05
threshold=0.27287000000000006 0.092145000000000019 -0.00064499999999999985 0.22339500000000004 -0.088394999999999987 0.079055000000000014 -0.078934999999999991
decision_type=2 2 2 2 2 2 2
left_child=1 2 5 4 -4 -1 -6
right_child=-2 -3 3 -5 6 -7 -8
leaf_value=-0.022190286690865653 0.010135919130130792 -0.013923923726709989 -0.0074453249466854615 -0.012163261795365301 0.0072275180778562835 0.0029996287548925671 0.02884488869012037
leaf_weight=0.0011113676678087495 0.0014512661227804756 0.001267998576496984 0.0012790628328024313 0.0011871068542445053 0.0010564958438795612 0.0011203794192849144 0.0013710152161229602
leaf_count=340 352 544 436 275 715 177 282
internal_value=0 -0.00187478 0.000269408 0.004745 0.0101602 -0.00954447 0.0194366
internal_weight=0 0.00839343 0.00712543 0.00489368 0.00370657 0.00223175 0.00242751
internal_count=3121 2769 2225 1708 1433 517 997
is_linear=0
shrinkage=0.1


Tree=6042
num_leaves=9
num_cat=0
split_feature=52 2 42 13 1 0 49 12
split_gain=1.63862e-05 2.45799e-05 4.85217e-05 6.19221e-05 3.49082e-05 9.52549e-05 3.43286e-05 1.93156e-05
threshold=0.15116000000000002 0.099185000000000009 0.090310000000000015 -0.033284999999999988 0.11181500000000001 -0.033209999999999996 -0.006494999999999999 0.051320000000000005
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 -3 -5 -8
right_child=-2 4 -4 6 -6 -7 7 -9
leaf_value=-0.027647356820191472 -0.011907792341529524 0.036441875254535371 0.015938365522099006 -0.014962026258932415 -0.0054458821736110344 -0.0053177699169739169 0.016647923322134703 -0.0027853374521249496
leaf_weight=0.0011425747311208578 0.0010485934491135428 0.001091322894182657 0.0010868397259635246 0.0010682763924411078 0.0012438169850504262 0.0010935909340071242 0.0010467665425582596 0.0010001621052723459
leaf_count=694 377 383 415 148 276 143 142 543
internal_value=0 0.00131889 -0.00292062 -0.00773456 0.00792734 0.0155404 -0.000431073 0.00715252
internal_weight=0 0.00877335 0.00534462 0.00425778 0.00342873 0.00218491 0.00311521 0.00204693
internal_count=3121 2744 1942 1527 802 526 833 685
is_linear=0
shrinkage=0.1


Tree=6043
num_leaves=7
num_cat=0
split_feature=3 51 0 0 15 12
split_gain=1.72763e-05 2.75383e-05 3.48477e-05 3.99179e-05 5.23563e-05 8.21544e-05
threshold=0.13524500000000003 0.08955500000000001 -0.17169499999999996 -0.10224499999999999 0.088235000000000022 0.085885000000000017
decision_type=2 2 2 2 2 2
left_child=1 2 -1 -4 5 -5
right_child=-2 -3 3 4 -6 -7
leaf_value=0.014458314061894942 0.010237766775499363 -0.016623219273549244 -0.01781977706523408 0.0097426524728068814 0.019280174921917439 -0.021990833809404149
leaf_weight=0.001423542392143322 0.0013914990347915516 0.0010895870292750723 0.0013854647779537035 0.0017577749665537673 0.0012198271152130779 0.0015224012812963504
leaf_count=140 192 348 283 685 571 902
internal_value=0 -0.00179245 0.000418435 -0.00297745 0.00159222 -0.00498555
internal_weight=0 0.0083986 0.00730901 0.00588547 0.0045 0.00328018
internal_count=3121 2929 2581 2441 2158 1587
is_linear=0
shrinkage=0.1


Tree=6044
num_leaves=9
num_cat=0
split_feature=42 42 403 15 1 3 1 12
split_gain=6.42543e-05 8.3376e-05 9.02612e-05 0.000126562 5.66781e-05 9.04652e-05 6.57065e-05 8.99509e-05
threshold=0.10194000000000002 0.091295000000000015 0.03138500000000001 0.035560000000000008 0.094385000000000011 0.11296500000000002 0.086560000000000012 0.085885000000000017
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 4 6 -6 7 -1
right_child=-2 -3 -4 -5 5 -7 -8 -9
leaf_value=0.0004381487839255373 -0.00048005447719549297 0.00055301534206063895 0.00052142830306267586 -0.00067019238419264266 0.00049330684038954636 -0.00014202538921089094 -0.00057288163519846167 -0.00035515524521007789
leaf_weight=0.0010458503896709419 0.0010001199734665797 0.001090526079388989 0.0010423153186976735 0.0012311147230845481 0.001797885576675855 0.001654717061124856 0.0010594338847250994 0.0011579414952602369
leaf_count=348 355 348 291 703 379 184 153 360
internal_value=0 4.1017e-05 -2.10957e-05 -9.22528e-05 1.36925e-05 0.000188813 -0.000171591 2.13219e-05
internal_weight=0 0.0100798 0.00898926 0.00794694 0.00671583 0.0034526 0.00326323 0.00220379
internal_count=3121 2766 2418 2127 1424 563 861 708
is_linear=0
shrinkage=0.00196078


Tree=6045
num_leaves=8
num_cat=0
split_feature=4 0 1 13 47 51 2
split_gain=3.28464e-05 8.14228e-05 4.22419e-05 5.26482e-05 5.02008e-05 6.94009e-05 0.000115944
threshold=-0.49405499999999997 1.0000000180025095e-35 0.077565000000000009 -0.084154999999999994 0.096300000000000011 0.086685000000000012 0.082850000000000021
decision_type=2 2 2 2 2 2 2
left_child=-1 2 -2 -4 5 6 -5
right_child=1 -3 3 4 -6 -7 -8
leaf_value=-0.0003430922253224009 -0.00029552684183996889 0.00051207175594308874 0.00034605436145895548 -0.00025713304889843315 -0.00036918301270134018 -0.00036680719645106784 0.00058946592246482171
leaf_weight=0.0010129631997519385 0.0019100958508519346 0.0011742823590746966 0.0015936591241478273 0.0010691583091166656 0.0014606209437820765 0.0010333928358723988 0.0014869049956166311
leaf_count=156 1551 186 360 379 165 94 230
internal_value=0 2.79187e-05 -3.85465e-05 3.53362e-05 -6.27176e-05 6.19893e-05 0.000235348
internal_weight=0 0.00972811 0.00855383 0.00664374 0.00505008 0.00358946 0.00255606
internal_count=3121 2965 2779 1228 868 703 609
is_linear=0
shrinkage=0.00196078


Tree=6046
num_leaves=7
num_cat=0
split_feature=3 15 3 3 47 1
split_gain=1.56729e-05 3.57824e-05 0.00010842 3.32569e-05 3.20987e-05 6.14061e-05
threshold=-0.10519499999999998 0.088235000000000022 -0.049509999999999992 -0.14847999999999997 0.077555000000000013 0.093575000000000019
decision_type=2 2 2 2 2 2
left_child=3 2 -2 -1 5 -4
right_child=1 -3 4 -5 -6 -7
leaf_value=-0.003528627107500354 -0.034825435536030187 0.011534325369955857 -0.0052341367295306168 0.020766270680775568 -0.010402308287255394 0.022856535070256621
leaf_weight=0.0012799165530720824 0.0010561104125319503 0.0014993734978507069 0.0018768425468881095 0.0010065499388786513 0.0017574572060476941 0.0013293990142909835
leaf_count=263 1302 650 205 145 167 389
internal_value=0 -0.00228815 -0.00573096 0.00716649 0.000459374 0.00641306
internal_weight=0 0.00751918 0.00601981 0.00228647 0.0049637 0.00320624
internal_count=3121 2713 2063 408 761 594
is_linear=0
shrinkage=0.1


Tree=6047
num_leaves=8
num_cat=0
split_feature=1 16 16 4 4 1 133
split_gain=1.42728e-05 5.62278e-05 3.66499e-05 6.85788e-05 6.51938e-05 5.45434e-05 3.61258e-05
threshold=0.10937500000000001 -0.071854999999999988 -0.094359999999999986 0.0061450000000000003 -0.076229999999999978 0.086560000000000012 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2
left_child=2 -2 5 4 6 -1 -4
right_child=1 -3 3 -5 -6 -7 -8
leaf_value=0.0010598169740137435 0.02016949305768095 -0.0074068210361739831 0.014334743586775198 0.024694265860735733 -0.02577590270351586 -0.030457605288308615 -0.0099862572308910529
leaf_weight=0.0012174745141512585 0.0014107075093568264 0.0015537921525186696 0.00148770278103625 0.0010683991922999527 0.0010041029654949195 0.0010001666527141208 0.001036069598028825
leaf_count=341 305 243 613 212 947 141 319
internal_value=0 0.00571584 -0.00259635 0.0024979 -0.00422415 -0.0131547 0.00435038
internal_weight=0 0.0029645 0.00681392 0.00459627 0.00352788 0.00221764 0.00252377
internal_count=3121 548 2573 2091 1879 482 932
is_linear=0
shrinkage=0.1


Tree=6048
num_leaves=9
num_cat=0
split_feature=4 0 157 160 52 0 48 0
split_gain=3.82922e-05 6.07578e-05 3.95641e-05 6.90906e-05 5.85607e-05 7.70085e-05 6.61808e-05 4.05229e-05
threshold=-0.49405499999999997 -1.0000000180025095e-35 -0.05495499999999999 -1.0000000180025095e-35 0.08976000000000002 -0.10011499999999998 0.086260000000000017 -0.11756999999999999
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 5 6 7 -5
right_child=1 -3 3 4 -6 -7 -8 -9
leaf_value=-0.000359129143232175 0.00033379588517194584 0.00044853526844618478 -0.0005414345083939549 4.3328365923711453e-05 0.00038488967312128849 -0.00041356648986541172 -0.00022044492854866475 0.00059456481814162661
leaf_weight=0.0010484405036039418 0.0010594868848265359 0.0012006172023704713 0.0010362437600538784 0.0010504563522547939 0.0012527622198335985 0.0018273730345052825 0.0015911345103183788 0.0010016035238236236
leaf_count=156 405 186 580 189 320 1063 148 74
internal_value=0 3.47141e-05 -2.16231e-05 -7.01518e-05 2.48541e-06 -8.50853e-05 7.9676e-05 0.000312385
internal_weight=0 0.0100197 0.00881906 0.00775957 0.00672333 0.00547057 0.00364319 0.00205206
internal_count=3121 2965 2779 2374 1794 1474 411 263
is_linear=0
shrinkage=0.00196078


Tree=6049
num_leaves=9
num_cat=0
split_feature=42 42 403 15 4 15 47 51
split_gain=5.3018e-05 9.53454e-05 8.27186e-05 0.000126016 5.75226e-05 7.23946e-05 6.80706e-05 5.47028e-05
threshold=0.10194000000000002 0.091295000000000015 0.03138500000000001 0.035560000000000008 -0.064804999999999988 -0.037864999999999989 0.087235000000000021 0.084745000000000015
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 6 7 -6
right_child=-2 -3 -4 -5 5 -7 -8 -9
leaf_value=-0.00028854015648698532 -0.00042910453282769671 0.00058920818139655351 0.00049384595220667313 -0.00067167943408634142 0.00053729197707804474 0.00055411289464378554 -0.00031069879605266344 -8.0858674455552555e-05
leaf_weight=0.0017885592341500122 0.0010059347513981217 0.0010953420640314312 0.0010508647924195947 0.001219055234182892 0.0010629943171705635 0.0011448740121642064 0.0016358875754762772 0.0011414034024558586
leaf_count=231 355 348 291 703 493 297 241 162
internal_value=0 4.28476e-05 -2.33261e-05 -9.13223e-05 1.31237e-05 0.000121354 -7.6615e-06 0.000217223
internal_weight=0 0.010139 0.00904364 0.00799277 0.00677372 0.00498516 0.00384029 0.0022044
internal_count=3121 2766 2418 2127 1424 1193 896 655
is_linear=0
shrinkage=0.00196078


Tree=6050
num_leaves=9
num_cat=0
split_feature=133 133 16 52 1 49 0 3
split_gain=8.68155e-05 7.2989e-05 5.89658e-05 9.58707e-05 7.41509e-05 6.2906e-05 5.68115e-05 4.99973e-05
threshold=0.10622000000000002 0.083950000000000011 -0.008904999999999998 1.0000000180025095e-35 0.085110000000000005 -0.043469999999999995 -0.053834999999999994 0.095270000000000007
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 4 6 -1 -6 -4 -7
right_child=-2 -3 3 -5 5 7 -8 -9
leaf_value=-0.00060759019858504985 -0.00055744308235836874 0.00048975097952164593 0.00022635465046741982 0.00060213212869982306 0.00031322449540167397 2.0917330113602113e-05 -0.00037812461123013272 -0.00048712520517572508
leaf_weight=0.0010820965285280558 0.0010238752300103385 0.0012287218455716105 0.001263625118704348 0.0012970215907039252 0.0013752253753234953 0.0017800406985489549 0.001134411392435683 0.0012804721255688691
leaf_count=728 435 580 362 123 161 361 235 136
internal_value=0 4.08549e-05 -1.90143e-05 0.000172678 -0.000147383 -3.51153e-05 -5.95994e-05 -0.00019164
internal_weight=0 0.0104416 0.00921289 0.00369506 0.00551783 0.00443574 0.00239804 0.00306051
internal_count=3121 2686 2106 720 1386 658 597 497
is_linear=0
shrinkage=0.00196078


Tree=6051
num_leaves=7
num_cat=0
split_feature=52 160 52 42 2 16
split_gain=1.56214e-05 5.33802e-05 3.56424e-05 3.23053e-05 4.82201e-05 5.13442e-05
threshold=-0.046924999999999988 -1.0000000180025095e-35 -0.088204999999999992 0.08623500000000002 0.11144000000000001 -0.15241499999999997
decision_type=2 2 2 2 2 2
left_child=2 -2 -1 4 5 -3
right_child=1 3 -4 -5 -6 -7
leaf_value=-0.002722506994632307 -0.021360621458506729 0.0066072409525146265 0.019775195617741138 0.012318545135293429 0.014883256526189768 -0.021480620359169332
leaf_weight=0.0018207745517656942 0.0012533069248042471 0.0010563189556543724 0.0011483025078895194 0.0018420247299395639 0.001006349380048544 0.0016953095149463248
leaf_count=680 743 137 273 511 145 632
internal_value=0 -0.0027052 0.00597857 0.00146998 -0.0038476 -0.010698
internal_weight=0 0.00685331 0.00296908 0.0056 0.00375798 0.00275163
internal_count=3121 2168 953 1425 914 769
is_linear=0
shrinkage=0.1


Tree=6052
num_leaves=9
num_cat=0
split_feature=42 42 403 15 52 15 3 4
split_gain=5.15277e-05 8.64871e-05 6.62225e-05 0.000112437 5.25434e-05 9.00566e-05 0.000109396 9.93274e-05
threshold=0.10194000000000002 0.091295000000000015 0.03138500000000001 0.035560000000000008 0.11434500000000002 -0.016799999999999995 0.10542000000000001 0.053180000000000012
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 7 -1
right_child=-2 -3 -4 -5 -6 -7 -8 -9
leaf_value=-0.00019445967222767179 -0.00042994142012088403 0.00055807065130595408 0.00044164001982360237 -0.00064156931692864677 -0.00038640130811745096 0.00043291213600585526 -0.0005267443922706334 0.00062886410818633622
leaf_weight=0.0012690651853187987 0.00101283619701151 0.0010804078780793673 0.0010156384099168679 0.0012048469566485892 0.0010799797140400502 0.0018983272162296158 0.0013899687072489687 0.0010130924791280165
leaf_count=477 355 348 291 703 205 369 148 225
internal_value=0 3.42827e-05 -2.95105e-05 -9.04274e-05 9.42203e-06 8.61629e-05 -9.30912e-05 0.000171029
internal_weight=0 0.00995133 0.00887092 0.00785528 0.00665043 0.00557045 0.00367213 0.00228216
internal_count=3121 2766 2418 2127 1424 1219 850 702
is_linear=0
shrinkage=0.00196078


Tree=6053
num_leaves=9
num_cat=0
split_feature=157 160 133 13 2 15 0 16
split_gain=1.45957e-05 4.41228e-05 5.12804e-05 4.47352e-05 0.000105739 7.40055e-05 4.31473e-05 4.0862e-05
threshold=-0.05495499999999999 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.074044999999999986 0.10381000000000001 1.0000000180025095e-35 -0.23001499999999997 -0.042349999999999992
decision_type=2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 -4 6 -5 -8
right_child=1 2 3 5 -6 -7 7 -9
leaf_value=0.011037656262193397 -0.019217569515468023 -0.018231805091472517 0.038047988000311762 -0.0099555201691981492 -0.006166151523704584 -0.023971066729562326 0.029151576297390909 0.0015009162818355032
leaf_weight=0.0010541697567975983 0.0012015660194330188 0.0011304270818614489 0.0011134710213634436 0.0010648866444625811 0.0010518667559975062 0.001060963757973446 0.0010206731334611596 0.0011219184506678292
leaf_count=479 644 709 280 73 151 357 158 270
internal_value=0 -0.00141657 0.0014111 0.00486239 0.0165699 -0.00107669 0.00649627 0.0146729
internal_weight=0 0.00876577 0.00756421 0.00643378 0.00216534 0.00426844 0.00320748 0.00214259
internal_count=3121 2642 1998 1289 431 858 501 428
is_linear=0
shrinkage=0.1


Tree=6054
num_leaves=9
num_cat=0
split_feature=42 42 403 15 1 3 1 12
split_gain=7.08972e-05 7.94645e-05 7.62942e-05 0.000113821 6.09434e-05 0.00010146 6.27849e-05 8.93214e-05
threshold=0.10194000000000002 0.091295000000000015 0.03138500000000001 0.035560000000000008 0.094385000000000011 0.11296500000000002 0.086560000000000012 0.085885000000000017
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 4 6 -6 7 -1
right_child=-2 -3 -4 -5 5 -7 -8 -9
leaf_value=0.00042232512506485835 -0.00050319656443921371 0.00052802636157107973 0.00047596652387630857 -0.00062563651350168979 0.00051933462367634612 -0.00014416486362985159 -0.00056028092456259144 -0.00035823981982558865
leaf_weight=0.0010726451046367295 0.0010106205682244357 0.0011451214242873412 0.0010571916509077078 0.001260552462314349 0.0018090141263969245 0.0017367650769858425 0.0010927063048774954 0.0011877519273377967
leaf_count=348 355 348 291 703 379 184 153 360
internal_value=0 4.08792e-05 -1.96465e-05 -8.38614e-05 1.51308e-05 0.000194345 -0.000174381 1.21682e-05
internal_weight=0 0.0103617 0.00921663 0.00815944 0.00689888 0.00354578 0.0033531 0.0022604
internal_count=3121 2766 2418 2127 1424 563 861 708
is_linear=0
shrinkage=0.00196078


Tree=6055
num_leaves=8
num_cat=0
split_feature=41 3 12 47 0 52 0
split_gain=0.000128028 8.71461e-05 5.75617e-05 0.000105275 6.35285e-05 0.000115604 4.29446e-05
threshold=0.075585000000000013 -0.10519499999999998 -0.010834999999999999 0.096175000000000024 -0.082009999999999986 -0.0064899999999999992 -0.11013499999999998
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 -4 -7
right_child=-2 2 3 -5 -6 6 -8
leaf_value=0.00032410578154975974 -0.00078503460929178781 0.00021828872785692335 -0.00035613080685080803 -0.00073866921227017069 -0.00041343283741516681 0.00059812593971902256 8.1562416258641288e-05
leaf_weight=0.0019058311177943552 0.0010140968741187478 0.0014563843110560097 0.0018159279946787258 0.0012041955118678397 0.0018170230409103819 0.0010378627016096188 0.0015322836418386534
leaf_count=289 170 377 421 220 890 135 619
internal_value=0 -5.62769e-05 -0.000138065 -0.00020813 -0.000105137 2.25809e-05 0.000290158
internal_weight=0 0.0107695 0.00886368 0.00740729 0.0062031 0.00438607 0.00257015
internal_count=3121 2951 2662 2285 2065 1175 754
is_linear=0
shrinkage=0.00196078


Tree=6056
num_leaves=9
num_cat=0
split_feature=4 0 157 13 2 2 4 3
split_gain=3.49942e-05 7.81407e-05 4.14696e-05 5.50922e-05 4.48601e-05 4.77896e-05 6.85462e-05 4.00256e-05
threshold=-0.49405499999999997 -1.0000000180025095e-35 -0.05495499999999999 -0.012549999999999997 0.11215000000000001 0.089885000000000007 0.053180000000000012 -0.078934999999999991
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 -2 7 5 6 -5 -4
right_child=1 -3 3 4 -6 -7 -8 -9
leaf_value=-0.00035886623143458439 0.00032903562878420399 0.00049697956622438665 -0.00016112187099814106 -0.00065816892561541092 -0.00056530383049073344 0.000208865990245917 4.903451199671385e-05 0.00029159117306861462
leaf_weight=0.0010168996392768042 0.0010203129276667618 0.0011773418236727595 0.0012656208370535945 0.0010117677568067598 0.0011549183473579952 0.0011362648521564015 0.0010996152714553295 0.0018460318700170752
leaf_count=156 405 186 775 449 172 250 53 675
internal_value=0 2.34408e-05 -4.18841e-05 -9.22491e-05 -0.000233397 -0.000115366 -0.000289855 0.000107457
internal_weight=0 0.00971187 0.00853453 0.00751422 0.00440257 0.00324765 0.00211138 0.00311165
internal_count=3121 2965 2779 2374 924 752 502 1450
is_linear=0
shrinkage=0.00196078


Tree=6057
num_leaves=8
num_cat=0
split_feature=160 0 1 2 2 12 150
split_gain=1.65761e-05 3.20965e-05 3.95677e-05 5.12766e-05 5.93723e-05 5.20857e-05 3.77444e-05
threshold=-0.087429999999999994 -0.14794999999999997 0.11146500000000002 0.10402500000000002 0.092235000000000025 0.088365000000000013 0.083095000000000016
decision_type=2 2 2 2 2 2 2
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right_child=1 2 -4 -5 -6 -7 -8
leaf_value=0.011949633478863818 -0.022795636708787027 0.0095291527866348015 0.015395617094328469 -0.02021479020443722 0.023867019284005614 -0.018741977450489146 0.0028166517907495534
leaf_weight=0.0010095239813652417 0.0013188065938890456 0.0013077107845459734 0.0016535611908463513 0.0012240554368866457 0.0010231439420759162 0.0012990267100339075 0.0010207025499983104
leaf_count=538 165 737 366 362 311 550 92
internal_value=0 -0.00157568 0.00203581 -0.0025154 0.00345313 -0.00455932 -0.0116213
internal_weight=0 0.00884701 0.0065075 0.00485394 0.00362988 0.00260674 0.00233951
internal_count=3121 2583 2326 1960 1598 1287 257
is_linear=0
shrinkage=0.1


Tree=6058
num_leaves=8
num_cat=0
split_feature=0 15 1 47 13 3 16
split_gain=1.44139e-05 4.16713e-05 3.77046e-05 5.26349e-05 5.67107e-05 5.10328e-05 3.01165e-05
threshold=-0.062294999999999996 -1.0000000180025095e-35 0.077565000000000009 0.087235000000000021 -0.0025349999999999995 0.090900000000000009 0.16703000000000004
decision_type=2 2 2 2 2 2 2
left_child=2 -2 -1 4 -4 -6 -3
right_child=1 6 3 -5 5 -7 -8
leaf_value=-0.017254857813326734 0.021468775091784079 0.0092294999604915617 0.025793958811988107 -0.013281947897734674 -0.01784964987861935 0.012789643031956514 -0.013899140072234901
leaf_weight=0.0014293856036594983 0.0010670522748472411 0.0011081237614063465 0.0011997488816394811 0.0016907382553939801 0.0010037433835994093 0.0011858687467523055 0.0011444401168842361
leaf_count=1451 275 159 581 228 170 96 161
internal_value=0 0.00519006 -0.00290707 0.00112997 0.00831916 -0.00125576 -0.00252126
internal_weight=0 0.00331962 0.00650948 0.0050801 0.00338936 0.00218961 0.00225256
internal_count=3121 595 2526 1075 847 266 320
is_linear=0
shrinkage=0.1


Tree=6059
num_leaves=8
num_cat=0
split_feature=4 0 0 52 52 0 42
split_gain=6.13437e-05 8.59867e-05 6.61549e-05 7.30942e-05 8.1629e-05 4.40876e-05 9.51514e-05
threshold=-0.49405499999999997 -1.0000000180025095e-35 -0.053834999999999994 -0.081429999999999989 -0.0064899999999999992 -0.14001499999999997 0.08623500000000002
decision_type=2 2 2 2 2 2 2
left_child=-1 2 3 -2 -5 -6 -7
right_child=1 -3 -4 4 5 6 -8
leaf_value=-0.00045742434690283009 0.00044874513909583962 0.00053053978649495533 -0.00046885685044189656 -0.00048570991623315556 0.00030576996575855614 -0.0003593718229894112 0.00032095833156186264
leaf_weight=0.0010403302219654407 0.0013825700994552865 0.0012209596764779116 0.0011246184302889806 0.001306202931000448 0.0018450954851788916 0.001883170632274226 0.0013620343013968821
leaf_count=156 525 186 186 381 234 805 648
internal_value=0 4.25734e-05 -2.43412e-05 3.99223e-05 -4.84426e-05 6.3763e-05 -7.38327e-05
internal_weight=0 0.0101247 0.00890369 0.00777907 0.0063965 0.0050903 0.0032452
internal_count=3121 2965 2779 2593 2068 1687 1453
is_linear=0
shrinkage=0.00196078


Tree=6060
num_leaves=7
num_cat=0
split_feature=3 51 0 3 52 2
split_gain=1.49283e-05 2.54076e-05 3.51316e-05 4.10421e-05 3.46661e-05 4.54733e-05
threshold=0.13524500000000003 0.08955500000000001 -0.17169499999999996 -0.020429999999999997 0.090245000000000006 0.088225000000000012
decision_type=2 2 2 2 2 2
left_child=1 2 -1 4 5 -4
right_child=-2 -3 3 -5 -6 -7
leaf_value=0.014351205198589673 0.0094442312767345129 -0.015966967963990077 -0.0030575168872417268 -0.016152518121865987 -0.012584094529815001 0.021509760088064048
leaf_weight=0.0014452438094651413 0.0013905275082003619 0.0010924781403346294 0.0017006502787215109 0.0017003180670125666 0.0011438958534513727 0.0013527143151724286
leaf_count=140 192 348 991 340 506 604
internal_value=0 -0.00173854 0.000378393 -0.00304574 0.00226383 0.00782638
internal_weight=0 0.0084353 0.00734282 0.00589758 0.00419726 0.00305336
internal_count=3121 2929 2581 2441 2101 1595
is_linear=0
shrinkage=0.1


Tree=6061
num_leaves=8
num_cat=0
split_feature=484 0 13 2 4 4 13
split_gain=1.31126e-05 2.32224e-05 3.6009e-05 4.5715e-05 4.33282e-05 7.53124e-05 2.17797e-05
threshold=0.085515000000000022 -0.019414999999999998 -0.012549999999999997 0.088475000000000012 0.08184000000000001 0.0061450000000000003 0.0076650000000000008
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 -1 5 -4 -3
right_child=-2 6 4 -5 -6 -7 -8
leaf_value=-0.011150968737257322 0.0106382105748608 -0.0023101833230861602 -0.017749380468327691 0.014301663547379474 -0.025604266406608629 0.016952967984152488 0.018491250840413417
leaf_weight=0.0011743867626818046 0.0010121749658929995 0.001010664083991765 0.0014772478734281056 0.0017680008267233489 0.0012774113317679595 0.0010845107354820675 0.0010027477367082556
leaf_count=828 341 167 665 714 155 109 142
internal_value=0 -0.00138087 -0.00418074 0.00414283 -0.01056 -0.00305827 0.00804964
internal_weight=0 0.00879497 0.00678156 0.00294239 0.00383917 0.00256176 0.00201341
internal_count=3121 2780 2471 1542 929 774 309
is_linear=0
shrinkage=0.1


Tree=6062
num_leaves=8
num_cat=0
split_feature=48 48 51 1 15 15 4
split_gain=5.03103e-05 8.4194e-05 5.49556e-05 6.59823e-05 5.61164e-05 4.80696e-05 9.8423e-05
threshold=0.11951500000000001 0.092475000000000016 0.084745000000000015 0.111945 -0.0063699999999999989 0.088655000000000025 -0.084369999999999987
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 4 -1 6 -6
right_child=-2 -3 -4 -5 5 -7 -8
leaf_value=-0.00038183633190382721 -0.00042638494406217574 0.00051945871440499251 -0.00044230070441726997 0.00036253370876221635 -0.00010786179206658282 -0.00029491476447259592 0.00061417006633254344
leaf_weight=0.0016553147982365261 0.0010275309092533111 0.0011864455722959332 0.0011222617686974619 0.0017022473478720164 0.001862721135738482 0.0011634391735586619 0.0011892635363174044
leaf_count=845 114 251 330 327 414 574 266
internal_value=0 2.94862e-05 -3.73694e-05 2.26385e-05 -7.59157e-05 4.42134e-05 0.000173492
internal_weight=0 0.00988169 0.00869525 0.00757299 0.00587074 0.00421542 0.00305198
internal_count=3121 3007 2756 2426 2099 1254 680
is_linear=0
shrinkage=0.00196078


Tree=6063
num_leaves=9
num_cat=0
split_feature=0 16 43 0 13 0 48 12
split_gain=3.82824e-05 5.71783e-05 4.49814e-05 4.94674e-05 4.07372e-05 3.84881e-05 6.18845e-05 3.34495e-05
threshold=0.15398500000000004 0.26799500000000004 0.08845500000000002 -0.060129999999999996 -0.013304999999999999 -0.10607499999999999 0.086260000000000017 0.088365000000000013
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 4 7 6 -6 -1
right_child=-2 -3 -4 -5 5 -7 -8 -9
leaf_value=0.00041481552872914702 0.00035067546578844227 -0.00045655457754588581 -0.00037170911180858926 0.00042857948295928146 0.00025418803779363619 -0.00041294754603116407 -0.00034863475161152151 -5.7394032913031844e-05
leaf_weight=0.0012538793167152849 0.0010216249261355828 0.0011613199956412691 0.0010548669024219035 0.0011834305302249864 0.0015687469655997536 0.0012570365765578067 0.0011237278551815 0.0010679634325597358
leaf_count=824 60 349 278 272 173 553 90 522
internal_value=0 -4.84321e-05 7.26472e-06 6.08903e-05 -8.4942e-06 -0.000129663 2.59469e-06 0.000197616
internal_weight=0 0.00967097 0.00850965 0.00745478 0.00627135 0.00394951 0.00269247 0.00232184
internal_count=3121 3061 2712 2434 2162 816 263 1346
is_linear=0
shrinkage=0.00196078


Tree=6064
num_leaves=9
num_cat=0
split_feature=4 0 157 160 52 4 2 1
split_gain=3.9336e-05 7.46885e-05 4.20866e-05 7.90609e-05 6.69095e-05 7.07887e-05 6.00861e-05 7.4463e-05
threshold=-0.49405499999999997 1.0000000180025095e-35 -0.05495499999999999 -1.0000000180025095e-35 0.08976000000000002 0.24564500000000003 0.092365000000000017 0.090840000000000018
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 5 6 7 -5
right_child=1 -3 3 4 -6 -7 -8 -9
leaf_value=-0.00037267982443682035 0.00033783126958923838 0.00049460657055388818 -0.00059310357848266172 0.00021696641109276253 0.00040969357213369853 0.00025517323306961426 -0.0006495976710336101 -0.00042053490867718728
leaf_weight=0.0010231907127902983 0.00104241754336415 0.0011775348388246539 0.0010102952891343723 0.0014454674272464979 0.0012238608593998293 0.0015520302391897247 0.001017329299580491 0.0013740615187096223
leaf_count=156 405 186 580 654 320 249 340 231
internal_value=0 3.12643e-05 -3.16984e-05 -8.223e-05 -4.17878e-06 -9.81726e-05 -0.000241103 -9.37117e-05
internal_weight=0 0.009843 0.00866546 0.00762304 0.00661275 0.00538889 0.00383686 0.00281953
internal_count=3121 2965 2779 2374 1794 1474 1225 885
is_linear=0
shrinkage=0.00196078


Tree=6065
num_leaves=9
num_cat=0
split_feature=42 42 403 15 160 1 1 48
split_gain=7.62414e-05 8.57835e-05 7.06575e-05 0.000126592 5.02238e-05 4.5717e-05 8.17378e-05 7.02629e-05
threshold=0.10256000000000001 0.091295000000000015 0.03138500000000001 0.035560000000000008 -0.079874999999999988 0.094385000000000011 0.086255000000000012 0.10358500000000001
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 6 -6 -7
right_child=-2 -3 -4 -5 5 7 -8 -9
leaf_value=-0.00030249654375119091 -0.00051096334954780836 0.00055034133229845089 0.00046456627888715086 -0.00064825785244269874 0.00020450872271036597 0.00054162969529978407 -0.00049169724166547022 -8.9701631792005635e-05
leaf_weight=0.0014083357153055823 0.001027168049917389 0.0011652026998368375 0.0010505511462325324 0.0012564510777617029 0.0016490115196796762 0.0016820815368321345 0.0010684210675306611 0.0011351196461223539
leaf_count=386 346 357 291 703 442 417 106 73
internal_value=0 4.89603e-05 -1.41978e-05 -7.55395e-05 2.81038e-05 0.000112228 -6.92207e-05 0.000287251
internal_weight=0 0.0104152 0.00924997 0.00819942 0.00694297 0.00553463 0.00271743 0.0028172
internal_count=3121 2775 2418 2127 1424 1038 548 490
is_linear=0
shrinkage=0.00196078


Tree=6066
num_leaves=9
num_cat=0
split_feature=0 16 16 16 1 49 4 0
split_gain=4.78067e-05 6.66131e-05 6.33272e-05 5.54087e-05 7.85648e-05 3.91369e-05 6.43136e-05 3.80195e-05
threshold=0.15398500000000004 0.26799500000000004 -0.008904999999999998 -0.065229999999999996 0.11551000000000002 -0.047584999999999995 0.0012600000000000003 -0.060129999999999996
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 -1 -7 -4
right_child=-2 -3 7 -5 -6 6 -8 -9
leaf_value=0.00016180096309345219 0.00038457645704895031 -0.0004790586784706117 5.2366864417919121e-05 -0.0004969433196866294 0.00045627211162942291 6.0216015874620643e-05 -0.00049943022262265353 0.00055131403033249835
leaf_weight=0.0012861800299040081 0.0010763053943558922 0.0012239830289043603 0.001262700904794085 0.0010755535493839428 0.0011089073501731501 0.0014546047464152393 0.0017265164901795677 0.0010975053900879046
leaf_count=149 60 349 544 444 237 880 310 148
internal_value=0 -4.98508e-05 8.44314e-06 -8.94657e-05 -1.08704e-05 -0.000126828 -0.000243525 0.000284379
internal_weight=0 0.010236 0.00901197 0.00665176 0.00557621 0.0044673 0.00318112 0.00236021
internal_count=3121 3061 2712 2020 1576 1339 1190 692
is_linear=0
shrinkage=0.00196078


Tree=6067
num_leaves=10
num_cat=0
split_feature=133 13 52 52 15 2 0 1 49
split_gain=8.1477e-05 9.2077e-05 5.42109e-05 0.000101538 7.38409e-05 0.000129745 0.000110062 5.9296e-05 4.69215e-05
threshold=0.10622000000000002 -0.23438999999999996 0.15915500000000002 0.070205000000000017 -0.15914499999999995 0.092755000000000018 -0.10011499999999998 0.089175000000000018 -0.026779999999999995
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 6 7 -6 -7
right_child=-2 2 -4 -5 5 8 -8 -9 -10
leaf_value=0.00054736996166813729 -0.00052232238051651714 0.00041533407338803085 -0.00044741726691477585 0.00048665828707348445 0.00068647211667377083 -0.00025489338151664484 -0.00031319469833292858 5.3140925378951095e-05 -0.00084934523389581758
leaf_weight=0.0012244468571079832 0.001086574839296194 0.0010311769409242274 0.0010347252770199654 0.0015259692941230743 0.001018756710106285 0.0010092051777741192 0.0018074600121934683 0.001285576736865135 0.0010330862737220527
leaf_count=157 435 177 315 511 95 135 830 55 411
internal_value=0 4.05702e-05 -2.31023e-05 2.72981e-05 -7.02585e-05 -0.000151624 4.90243e-05 0.00033314 -0.000555595
internal_weight=0 0.0109704 0.00974596 0.00871123 0.00718526 0.00615408 0.00411179 0.00230433 0.00204229
internal_count=3121 2686 2529 2214 1703 1526 980 150 546
is_linear=0
shrinkage=0.00196078


Tree=6068
num_leaves=9
num_cat=0
split_feature=0 16 16 43 0 15 0 47
split_gain=4.01957e-05 6.64889e-05 5.86792e-05 4.48012e-05 5.6548e-05 8.71571e-05 3.23422e-05 1.56238e-05
threshold=0.15398500000000004 0.26799500000000004 -0.008904999999999998 0.022390000000000004 -0.08824499999999999 -0.10091499999999999 -0.060129999999999996 0.09550500000000002
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 7 -4 -1
right_child=-2 -3 6 -5 -6 -7 -8 -9
leaf_value=-1.1582739020513788e-05 0.00037207936728755897 -0.0004697272494652884 7.3731650467588879e-05 -0.00044617006934432642 0.00033391796115227705 -0.00042545124274603901 0.00054041465186806898 0.00033152358133684679
leaf_weight=0.001026128696816431 0.0010258125507510004 0.001193139872310958 0.0012146839226641136 0.0010345192718754399 0.0014265699543235793 0.0018883880620384104 0.0010772831557165771 0.0010149607001717789
leaf_count=172 60 349 544 379 970 402 148 97
internal_value=0 -3.57184e-05 2.39224e-05 -7.26122e-05 -4.5961e-07 -0.000121853 0.000293085 0.000159032
internal_weight=0 0.00987567 0.00868253 0.00639057 0.00535605 0.00392948 0.00229197 0.00204109
internal_count=3121 3061 2712 2020 1641 671 692 269
is_linear=0
shrinkage=0.00196078


Tree=6069
num_leaves=8
num_cat=0
split_feature=0 1 15 3 13 1 4
split_gain=4.70219e-05 8.86528e-05 0.000103821 6.11029e-05 8.09299e-05 3.45395e-05 7.00528e-05
threshold=0.15398500000000004 0.077565000000000009 0.035560000000000008 -0.015584999999999998 -0.063184999999999977 0.10557500000000002 0.076415000000000025
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 4 -3 -5 -7
right_child=-2 3 -4 5 -6 6 -8
leaf_value=-0.00076314791494756752 0.00038035561473393615 -7.3358770088746716e-05 2.3954675313741356e-06 -0.00028271353507247193 0.00057044872224560413 0.0004655251255986967 -0.00019589992340739821
leaf_weight=0.001270340698397873 0.0010756190434304648 0.0013874766191630946 0.0014683264086207477 0.0019411022890343686 0.0016356232989707873 0.0010127228001139408 0.0015701051961495981
leaf_count=816 60 424 776 241 454 136 214
internal_value=0 -5.05164e-05 -0.000352705 5.91417e-05 0.000274968 -8.50834e-05 6.34438e-05
internal_weight=0 0.0102857 0.00273867 0.00754703 0.0030231 0.00452393 0.00258283
internal_count=3121 3061 1592 1469 878 591 350
is_linear=0
shrinkage=0.00196078


Tree=6070
num_leaves=10
num_cat=0
split_feature=42 42 15 0 0 52 13 3 151
split_gain=6.01685e-05 8.70884e-05 6.97182e-05 5.56614e-05 0.00010782 5.17895e-05 7.96798e-05 4.26462e-05 6.10785e-05
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decision_type=2 2 2 2 2 2 2 2 2
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right_child=-2 -3 -4 5 -6 -7 -8 -9 -10
leaf_value=-0.00016528104780951398 -0.00045898615394730172 0.00055040784753949956 -0.0005012072351089715 0.00074694472207833499 -0.00061266459859727804 -9.7474998518126712e-05 1.5842584848210129e-06 -0.00026368666569139118 0.00044712274225303252
leaf_weight=0.0010443555771395951 0.0010279975615624702 0.0011373419284166951 0.0010463156472831003 0.0012020556622423079 0.00118815858990664 0.0012226623241757416 0.0010187219736135589 0.0010654646610975434 0.0015635847662002489
leaf_count=116 355 348 387 281 1043 96 183 116 196
internal_value=0 3.80883e-05 -2.42219e-05 3.58717e-05 -9.92252e-05 0.000226606 0.000405031 6.68462e-05 0.000201884
internal_weight=0 0.0104887 0.00935132 0.008305 0.00486156 0.00344344 0.00222078 0.00367341 0.00260794
internal_count=3121 2766 2418 2031 1471 560 464 428 312
is_linear=0
shrinkage=0.00196078


Tree=6071
num_leaves=7
num_cat=0
split_feature=47 4 4 3 13 43
split_gain=1.45128e-05 5.46446e-05 4.85147e-05 4.46802e-05 4.49769e-05 4.27635e-05
threshold=0.12431000000000002 0.24564500000000003 0.055260000000000011 0.10299500000000002 -0.033284999999999988 -0.013819999999999997
decision_type=2 2 2 2 2 2
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right_child=-2 -3 -4 -5 5 -7
leaf_value=-0.018925391733084863 -0.011560121771348016 0.016558439986794734 -0.021720554464129627 0.017383105126861646 0.016015313287418426 -0.0068823119138855518
leaf_weight=0.0013777512112448449 0.001004820291696064 0.0018252224124764519 0.0011420152196674593 0.0012746887531582818 0.0013838864438790103 0.0019863059537937669
leaf_count=1211 91 402 246 122 522 527
internal_value=0 0.00111172 -0.0028234 0.000759894 -0.00370297 0.00252003
internal_weight=0 0.00898987 0.00716465 0.00602263 0.00474794 0.00337019
internal_count=3121 3030 2628 2382 2260 1049
is_linear=0
shrinkage=0.1


Tree=6072
num_leaves=8
num_cat=0
split_feature=1 47 1 2 12 13 0
split_gain=1.44093e-05 4.58982e-05 5.1833e-05 7.23015e-05 5.12644e-05 5.41857e-05 5.01013e-05
threshold=0.12337000000000002 0.096175000000000024 0.094385000000000011 0.11177500000000001 0.088245000000000004 -0.016469999999999995 -0.13027499999999997
decision_type=2 2 2 2 2 2 2
left_child=1 2 4 -4 6 -6 -1
right_child=-2 -3 3 -5 5 -7 -8
leaf_value=0.0019511760514716705 0.0090389020990330419 -0.021504544562833964 0.032990959665818324 -0.0039310007100280915 -0.0057424191309982187 0.023955891713759565 -0.025173059908996709
leaf_weight=0.0011852748619375951 0.0014580949786934172 0.0010306031329469605 0.0010439796776792426 0.0010780408057893139 0.0015615572865867804 0.0010128315767077855 0.0016005450628843372
leaf_count=149 294 233 371 153 604 418 899
internal_value=0 -0.00171979 0.00100536 0.0142337 -0.00423151 0.00594167 -0.0136326
internal_weight=0 0.00851283 0.00748223 0.00212202 0.00536021 0.00257439 0.00278582
internal_count=3121 2827 2594 524 2070 1022 1048
is_linear=0
shrinkage=0.1


Tree=6073
num_leaves=8
num_cat=0
split_feature=11 13 0 0 52 16 16
split_gain=1.30225e-05 2.82997e-05 5.51521e-05 4.55432e-05 4.2316e-05 6.34344e-05 4.08244e-05
threshold=0.078065000000000009 -0.010384999999999998 -0.019414999999999998 -0.099059999999999995 -0.013374999999999998 -0.083539999999999989 -0.070454999999999976
decision_type=2 2 2 2 2 2 2
left_child=1 4 3 6 -1 -6 -3
right_child=-2 2 -4 -5 5 -7 -8
leaf_value=0.024589163232825624 -0.010801121576500958 -0.011582043649795048 0.016714079004333925 -0.025333193814132932 0.01366933927988166 -0.018015251952332046 0.01249220800433613
leaf_weight=0.0010666658064947673 0.0010258432249246217 0.0018066060960672827 0.0010597761541351015 0.0011936424310373889 0.0015774234209789597 0.0010541230421241511 0.0011545450709389269
leaf_count=613 211 151 157 639 604 623 123
internal_value=0 0.00109657 -0.00364881 -0.00884283 0.00778767 0.000977389 -0.00219556
internal_weight=0 0.00891278 0.00521457 0.00415479 0.00369821 0.00263155 0.00296115
internal_count=3121 2910 1070 913 1840 1227 274
is_linear=0
shrinkage=0.1


Tree=6074
num_leaves=7
num_cat=0
split_feature=3 51 0 2 15 3
split_gain=1.32394e-05 2.51904e-05 3.25172e-05 3.89923e-05 3.6229e-05 9.49439e-05
threshold=0.13524500000000003 0.08955500000000001 -0.17169499999999996 0.10402500000000002 -0.016799999999999995 -0.08824499999999999
decision_type=2 2 2 2 2 2
left_child=1 2 -1 4 -4 -6
right_child=-2 -3 3 -5 5 -7
leaf_value=0.013873445906406308 0.008884381740231477 -0.015698387515750832 -0.010260170039371484 -0.019872257528528486 -0.013149672614351338 0.022530796958507942
leaf_weight=0.0014593568413937344 0.0014022553837751495 0.0011033968634010039 0.0017882756110716653 0.0010905432439881693 0.0012794456420940768 0.0017879348162835938
leaf_count=140 192 348 724 463 378 876
internal_value=0 -0.00160249 0.00049774 -0.00278502 0.00105265 0.00764799
internal_weight=0 0.00850895 0.00740556 0.0059462 0.00485566 0.00306738
internal_count=3121 2929 2581 2441 1978 1254
is_linear=0
shrinkage=0.1


Tree=6075
num_leaves=9
num_cat=0
split_feature=4 0 43 42 15 15 16 0
split_gain=5.89508e-05 0.000105425 5.36167e-05 4.04899e-05 0.000124127 0.000171537 0.000134047 7.60529e-05
threshold=-0.49405499999999997 -1.0000000180025095e-35 0.054355000000000007 0.091295000000000015 0.035560000000000008 -0.0092699999999999987 -0.056919999999999991 -0.20211999999999997
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 6 7 -2
right_child=1 -3 -4 -5 -6 -7 -8 -9
leaf_value=-0.00044467713974857397 -0.00014931007796939929 0.0005716430819510739 -0.00046037412494325685 0.00034071791260702113 -0.00060833474973359192 0.00081906859122004487 -0.00055078896564554538 0.00047433922688362576
leaf_weight=0.001059808368084377 0.0015042343971258809 0.0012628120835027007 0.0010041447454179437 0.0012747905004373682 0.0012131926331302601 0.0010004650706225337 0.0015282648247374707 0.0015029122553686493
leaf_count=156 98 186 381 507 706 157 545 385
internal_value=0 4.0998e-05 -3.32271e-05 2.02281e-05 -4.03072e-05 8.41766e-05 -7.79331e-05 0.000162377
internal_weight=0 0.0102908 0.009028 0.00802386 0.00674907 0.00553588 0.00453541 0.00300715
internal_count=3121 2965 2779 2398 1891 1185 1028 483
is_linear=0
shrinkage=0.00196078


Tree=6076
num_leaves=8
num_cat=0
split_feature=0 16 43 0 160 151 1
split_gain=4.01777e-05 6.73369e-05 6.23004e-05 4.67519e-05 4.10471e-05 6.26828e-05 0.000101695
threshold=0.15398500000000004 0.26799500000000004 0.08845500000000002 -0.060129999999999996 -1.0000000180025095e-35 -0.0083949999999999979 0.095285000000000022
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 4 -1 -6 -7
right_child=-2 -3 -4 -5 5 6 -8
leaf_value=-0.00027981028342775963 0.00035555539904028212 -0.00048382068309182788 -0.00042389881821258517 0.00042615556184044391 -0.00029297666111848013 -9.726161991298942e-05 0.00053841121374028473
leaf_weight=0.0014725608262808661 0.0010570889061009827 0.0011923105659740552 0.0011026144737955801 0.0012225103605713918 0.0012344184624943715 0.001973252582300287 0.0018985387335315657
leaf_count=739 60 349 278 272 268 938 217
internal_value=0 -4.62255e-05 1.23723e-05 7.40339e-05 8.60029e-06 9.17739e-05 0.000214442
internal_weight=0 0.0100962 0.0089039 0.00780128 0.00657877 0.00510621 0.00387179
internal_count=3121 3061 2712 2434 2162 1423 1155
is_linear=0
shrinkage=0.00196078


Tree=6077
num_leaves=8
num_cat=0
split_feature=43 43 42 12 2 0 4
split_gain=1.32563e-05 5.2704e-05 4.3271e-05 3.46591e-05 3.20981e-05 3.4509e-05 2.75943e-05
threshold=-0.04890499999999999 -0.09225499999999999 0.082250000000000004 0.091475000000000015 0.093175000000000022 -0.14794999999999997 0.0061450000000000003
decision_type=2 2 2 2 2 2 2
left_child=1 3 4 -1 6 -6 -2
right_child=2 -3 -4 -5 5 -7 -8
leaf_value=-0.017821152306605161 -0.0011957934715080935 0.020896502285021476 -0.021590784694502665 0.0073835351761382985 -0.017400300668812121 0.0037164315621069466 0.020691100257088771
leaf_weight=0.0010392111945783894 0.0011545350355894699 0.0012898541858414117 0.0010295062919820049 0.0011485571702531659 0.0014128521909241853 0.0017111963407633476 0.0011496254192555554
leaf_count=260 414 979 583 216 126 402 141
internal_value=0 0.00486364 -0.00279448 -0.00458894 0.000770405 -0.00583362 0.00972434
internal_weight=0 0.00347762 0.00645772 0.00218777 0.00542821 0.00312405 0.00230416
internal_count=3121 1455 1666 476 1083 528 555
is_linear=0
shrinkage=0.1


Tree=6078
num_leaves=8
num_cat=0
split_feature=43 1 16 52 4 13 49
split_gain=1.35813e-05 3.85543e-05 5.45758e-05 3.71631e-05 8.29781e-05 4.26529e-05 7.46574e-05
threshold=-0.17390999999999998 0.11829500000000003 0.15891500000000003 0.090245000000000006 -0.076229999999999978 -0.013634999999999998 -0.009244999999999998
decision_type=2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 -6 -7
right_child=1 -3 -4 -5 5 6 -8
leaf_value=0.0085364748558972216 0.025981003681018439 0.014493401473662855 -0.024015520145446868 -0.017770306058528276 -0.01967968778870071 -0.016328274074418142 0.018631206577017414
leaf_weight=0.0015374124711993514 0.0011929767134593958 0.0012521941085028741 0.0011963912110940769 0.0010395264004605742 0.0012174144685276828 0.0010946847662218844 0.0013821193479964145
leaf_count=210 612 326 399 585 657 139 193
internal_value=0 -0.00168871 -0.00453341 -0.000600681 0.00305137 -0.00435332 0.00318
internal_weight=0 0.00837531 0.00712311 0.00592672 0.0048872 0.00369422 0.0024768
internal_count=3121 2911 2585 2186 1601 989 332
is_linear=0
shrinkage=0.1


Tree=6079
num_leaves=7
num_cat=0
split_feature=150 0 1 16 43 2
split_gain=1.50093e-05 3.33101e-05 5.9947e-05 3.01259e-05 5.59961e-05 9.41043e-06
threshold=0.081835000000000019 -0.10224499999999999 0.10587000000000001 -0.056919999999999991 -0.074359999999999996 0.088475000000000012
decision_type=2 2 2 2 2 2
left_child=1 2 -1 5 -5 -3
right_child=-2 3 -4 4 -6 -7
leaf_value=-0.028504932194413773 0.008296043832657465 0.0055491300406883045 0.0013542081563432526 0.010286685877078129 -0.015705893916869978 0.019204955860593179
leaf_weight=0.0011315027437364508 0.001754101396618705 0.0010121692174584712 0.0016570553937047022 0.0016050810360494624 0.0017137466072056741 0.0010063689611841567
leaf_count=270 420 715 160 537 588 431
internal_value=0 -0.00190384 -0.0107616 0.002724 -0.00313513 0.0123574
internal_weight=0 0.00812592 0.00278856 0.00533737 0.00331883 0.00201854
internal_count=3121 2701 430 2271 1125 1146
is_linear=0
shrinkage=0.1


Tree=6080
num_leaves=8
num_cat=0
split_feature=13 16 43 43 48 3 0
split_gain=1.67097e-05 2.91686e-05 5.48756e-05 5.86565e-05 6.63092e-05 5.42434e-05 5.07497e-05
threshold=-0.23438999999999996 0.23311500000000004 -0.09225499999999999 -0.04890499999999999 0.085845000000000019 -0.082974999999999979 -0.13455999999999999
decision_type=2 2 2 2 2 2 2
left_child=-1 2 -2 -4 5 -5 -7
right_child=1 -3 3 4 -6 6 -8
leaf_value=0.010802353079916451 -0.021253257040485897 0.011890434673390099 0.02201245777361668 0.022412409570129445 -0.022473645616677439 0.0098476861553988652 -0.019739700057602162
leaf_weight=0.0012333778890560821 0.0014903056233927531 0.0013446683151086868 0.0010213585601302876 0.0010282229573191277 0.0014232547703168525 0.0011413034060252548 0.0011781732694629882
leaf_count=169 396 417 838 437 197 123 544
internal_value=0 -0.00164141 -0.00413994 0.000263151 -0.00439291 0.00329401 -0.00518116
internal_weight=0 0.00862729 0.00728262 0.00579231 0.00477095 0.0033477 0.00231948
internal_count=3121 2952 2535 2139 1301 1104 667
is_linear=0
shrinkage=0.1


Tree=6081
num_leaves=6
num_cat=0
split_feature=51 43 43 48 0
split_gain=1.65604e-05 4.06569e-05 4.25104e-05 2.98146e-05 6.90957e-05
threshold=-0.076794999999999988 -0.15582499999999996 -0.0037449999999999996 0.085875000000000021 -0.10011499999999998
decision_type=2 2 2 2 2
left_child=-1 -2 -3 4 -4
right_child=1 2 3 -5 -6
leaf_value=-0.0092051907318044888 0.0180262701389679 -0.015246936801560505 0.022770604950178297 -0.0076754522758230199 -0.0052956153669385213
leaf_weight=0.001653279176599856 0.0012946294070833846 0.0016568928529553948 0.0017148647493498046 0.0017139074531265287 0.0017956718864524121
leaf_count=537 213 1380 221 219 551
internal_value=0 0.00176849 -0.00129019 0.00313609 0.00841447
internal_weight=0 0.00817597 0.00688134 0.00522444 0.00351054
internal_count=3121 2584 2371 991 772
is_linear=0
shrinkage=0.1


Tree=6082
num_leaves=7
num_cat=0
split_feature=48 0 1 15 15 4
split_gain=1.63816e-05 5.49941e-05 4.27423e-05 7.43027e-05 4.63762e-05 8.20497e-05
threshold=0.083985000000000018 -0.18113999999999997 0.111945 -0.0063699999999999989 0.088655000000000025 -0.084369999999999987
decision_type=2 2 2 2 2 2
left_child=2 -2 3 -1 5 -5
right_child=1 -3 -4 4 -6 -7
leaf_value=-0.027612426555310217 -0.0069283541976400192 0.020683248004966404 0.011269004472795831 -0.0069113025359814817 -0.017681224052481934 0.028063875902083913
leaf_weight=0.0013247153811520264 0.0015110248558522499 0.0013802049434535144 0.0016618794580147552 0.0017455677029936556 0.0010976608023623722 0.0010893223674108101
leaf_count=794 89 500 354 458 640 286
internal_value=0 0.00625277 -0.00271022 -0.00712921 -0.000229247 0.00652811
internal_weight=0 0.00289123 0.00691915 0.00525727 0.00393255 0.00283489
internal_count=3121 589 2532 2178 1384 744
is_linear=0
shrinkage=0.1


Tree=6083
num_leaves=7
num_cat=0
split_feature=457 15 12 12 3 2
split_gain=1.62e-05 2.99655e-05 3.037e-05 7.8282e-05 5.82413e-05 8.07321e-05
threshold=0.069910000000000014 0.090615000000000015 0.099815000000000015 0.090840000000000018 0.088060000000000013 0.088225000000000012
decision_type=2 2 2 2 2 2
left_child=1 2 3 4 5 -1
right_child=-2 -3 -4 -5 -6 -7
leaf_value=-0.0054289880043315968 0.010447759446345291 -0.016857344816466512 0.013977778799985047 -0.02717691875613051 -0.010358713430410848 0.027696689026328564
leaf_weight=0.0014157303977483009 0.0012754266071707482 0.0011228742328034938 0.0013928054976885748 0.0010524503832697891 0.0019892406619309603 0.0015317458192361513
leaf_count=896 267 534 298 383 255 488
internal_value=0 -0.00163793 0.000677095 -0.00241603 0.0028627 0.0117858
internal_weight=0 0.00850485 0.00738197 0.00598917 0.00493672 0.00294748
internal_count=3121 2854 2320 2022 1639 1384
is_linear=0
shrinkage=0.1


Tree=6084
num_leaves=9
num_cat=0
split_feature=0 16 16 16 1 49 0 0
split_gain=4.55051e-05 6.16163e-05 4.75949e-05 5.62324e-05 6.69701e-05 5.09076e-05 8.09504e-05 3.55381e-05
threshold=0.15398500000000004 0.26799500000000004 -0.008904999999999998 -0.065229999999999996 0.085110000000000005 -0.047584999999999995 -0.14920999999999998 -0.060129999999999996
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 -6 -7 -4
right_child=-2 -3 7 -5 5 6 -8 -9
leaf_value=-0.00033327061105865781 0.00039069497617218266 -0.00046311283943696829 2.5499883411046336e-05 -0.00048947066498248454 0.00049146056685029044 -0.00033861423922859971 0.00035148463749357453 0.0005135129394256958
leaf_weight=0.0015580105577542988 0.0010300244131055585 0.0011785582830728973 0.001212531757120671 0.0010407361066043161 0.001161566569508922 0.0013390845706332897 0.0012764770182757991 0.0010889393963769015
leaf_count=884 60 349 544 444 142 117 433 148
internal_value=0 -4.24372e-05 1.4699e-05 -7.25478e-05 8.78215e-06 0.000149874 -1.8241e-06 0.000256403
internal_weight=0 0.0098559 0.00867735 0.00637587 0.00533514 0.00377713 0.00261556 0.00230147
internal_count=3121 3061 2712 2020 1576 692 550 692
is_linear=0
shrinkage=0.00196078


Tree=6085
num_leaves=9
num_cat=0
split_feature=0 16 16 16 51 15 4 0
split_gain=4.29433e-05 5.44617e-05 5.26419e-05 5.06674e-05 6.66959e-05 8.07489e-05 0.000104667 4.29888e-05
threshold=0.15398500000000004 0.26799500000000004 -0.008904999999999998 -0.065229999999999996 0.081440000000000026 0.088235000000000022 0.27834500000000006 -0.060129999999999996
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 -1 -4
right_child=-2 -3 7 -5 -6 -7 -8 -9
leaf_value=-0.00068255118781314068 0.00036872933265325584 -0.00043970931407686894 9.9631297693881582e-06 -0.00047414225876477115 0.00034254503514301147 0.0002316529666017751 0.00013060658955317743 0.00054462157915398629
leaf_weight=0.0014962699743277664 0.0010641221604075534 0.0011880674949288775 0.0012313146484248094 0.0010643814504312623 0.0015195001764398176 0.0014284259227852619 0.0010258103217226932 0.0010900012246178202
leaf_count=654 60 349 544 444 325 354 243 148
internal_value=0 -4.55082e-05 7.37726e-06 -8.27277e-05 -6.56433e-06 -0.000140844 -0.000351814 0.000261018
internal_weight=0 0.0100438 0.0088557 0.00653439 0.00547001 0.00395051 0.00252208 0.00232132
internal_count=3121 3061 2712 2020 1576 1251 897 692
is_linear=0
shrinkage=0.00196078


Tree=6086
num_leaves=7
num_cat=0
split_feature=42 51 49 42 16 1
split_gain=1.6929e-05 2.85264e-05 3.51041e-05 6.83407e-05 4.16468e-05 4.64849e-05
threshold=-1.0000000180025095e-35 -0.076794999999999988 -0.081404999999999991 0.091545000000000015 -0.094359999999999986 0.09253500000000002
decision_type=2 2 2 2 2 2
left_child=-1 -2 -3 4 -4 -6
right_child=1 2 3 -5 5 -7
leaf_value=-0.0093661444561997636 -0.012929641066476941 0.021061299508630629 -0.0059855281201350854 -0.021636736536574414 0.022423464075489851 -0.0028809326315404372
leaf_weight=0.0016295552491374992 0.0011328487169402325 0.001047087990331182 0.0017833502084332801 0.0010739589734170465 0.001983613398204125 0.0011450371344220384
leaf_count=862 422 171 358 547 552 209
internal_value=0 0.00179713 0.00416924 0.00121442 0.00621059 0.0131625
internal_weight=0 0.0081659 0.00703305 0.00598596 0.004912 0.00312865
internal_count=3121 2259 1837 1666 1119 761
is_linear=0
shrinkage=0.1


Tree=6087
num_leaves=8
num_cat=0
split_feature=4 42 42 151 43 47 0
split_gain=1.74879e-05 2.48611e-05 3.23754e-05 6.28716e-05 6.24155e-05 5.24997e-05 5.22006e-05
threshold=0.27044500000000005 0.092145000000000019 0.084635000000000016 -0.016164999999999995 0.05259500000000001 0.092165000000000011 -0.10607499999999999
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 -1 5 6 -5
right_child=-2 -3 -4 4 -6 -7 -8
leaf_value=0.020120268799346142 0.0099274409493633337 -0.014843052903899685 0.015916142845507669 -0.0061684035448329802 0.011888414714428443 0.0052293107037870348 -0.034642172192211065
leaf_weight=0.001015759411451175 0.0014882228629716837 0.0012497508434126652 0.0011366636990499434 0.0011960921079532812 0.0012656940523119394 0.0010262398379900389 0.0013945119431387207
leaf_count=282 365 544 656 160 195 112 807
internal_value=0 -0.00184614 0.000462742 -0.00251529 -0.00722437 -0.0139128 -0.0214957
internal_weight=0 0.00828471 0.00703496 0.0058983 0.00488254 0.00361684 0.0025906
internal_count=3121 2756 2212 1556 1274 1079 967
is_linear=0
shrinkage=0.1


Tree=6088
num_leaves=8
num_cat=0
split_feature=159 2 43 151 15 43 43
split_gain=3.57312e-05 5.31396e-05 5.95944e-05 4.19703e-05 0.0001068 0.000101445 5.52663e-05
threshold=-1.0000000180025095e-35 0.088225000000000012 -0.074359999999999996 -0.044604999999999992 -0.074054999999999996 0.016310000000000002 -0.053764999999999993
decision_type=2 2 2 2 2 2 2
left_child=-1 2 -2 -3 -5 6 -6
right_child=1 3 -4 4 5 -7 -8
leaf_value=-0.00034922161668562144 0.00011009780616195438 -0.00020805789960813168 -0.00040071994963748482 0.00065269262715744291 9.1570120470004312e-05 0.00043477937534704126 -0.00053919045336989809
leaf_weight=0.0010365802252347628 0.0016700170476486621 0.0010791483714492648 0.001851663227594713 0.0015219280497120314 0.0010218138986143441 0.0014414865732140128 0.0011188292035687081
leaf_count=509 514 270 727 424 230 163 284
internal_value=0 3.37693e-05 -0.000158485 0.000143269 0.00021755 3.26717e-05 -0.000238103
internal_weight=0 0.00970489 0.00352168 0.00618321 0.00510406 0.00358213 0.00214064
internal_count=3121 2612 1241 1371 1101 677 514
is_linear=0
shrinkage=0.00196078


Tree=6089
num_leaves=8
num_cat=0
split_feature=4 16 2 48 15 4 43
split_gain=1.43747e-05 2.16588e-05 8.68002e-05 4.57905e-05 8.85646e-05 4.15937e-05 4.19701e-05
threshold=0.27044500000000005 -0.092484999999999984 0.092755000000000018 0.084855000000000014 -0.016799999999999995 -0.077834999999999988 -0.025214999999999998
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 4 -3 6 -6
right_child=-2 3 -4 -5 5 -7 -8
leaf_value=0.0056332558812233896 0.0089922700635636978 -0.028064152180379848 -0.032200582522750897 0.017642881504028946 0.010625260358744823 0.019240355661347575 -0.018136628690965509
leaf_weight=0.001527965525305115 0.0014891578116027404 0.0010845948559868156 0.0010054195201859672 0.0013736461665448214 0.0010017486494410168 0.0012510249973264444 0.0010279774777432332
leaf_count=315 365 469 176 404 315 563 514
internal_value=0 -0.0016804 -0.00938178 0.00171926 -0.00329144 0.00489826 -0.00394152
internal_weight=0 0.00827238 0.00253339 0.00573899 0.00436535 0.00328075 0.00202973
internal_count=3121 2756 491 2265 1861 1392 829
is_linear=0
shrinkage=0.1


Tree=6090
num_leaves=9
num_cat=0
split_feature=0 1 15 3 16 52 4 4
split_gain=5.43152e-05 6.53068e-05 0.000104622 3.27627e-05 5.42236e-05 4.87105e-05 3.71129e-05 2.79717e-05
threshold=0.15398500000000004 0.077565000000000009 0.035560000000000008 0.076840000000000006 -0.062804999999999986 -0.020999999999999994 0.053180000000000012 0.038415000000000012
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 -1 5 7 -3 -7 -5
right_child=-2 3 -4 4 -6 6 -8 -9
leaf_value=-0.0007317574219291163 0.00042045936717149631 0.00053393979857196538 5.4055577477619221e-05 0.00034394358306364569 -0.00038363025497635729 -0.00024050684496462887 0.00022784810489101472 -0.0001094393873314703
leaf_weight=0.0012303676209533189 0.0010429816933727838 0.0010413520320954467 0.0013842610299844872 0.0010200456649987893 0.001432716254600494 0.0011086595835099185 0.001573977876734823 0.0010740519525881051
leaf_count=816 60 398 776 83 172 437 240 139
internal_value=0 -5.00571e-05 -0.000315725 4.57423e-05 -8.96953e-05 0.000174009 3.429e-05 0.000111406
internal_weight=0 0.00986543 0.00261463 0.0072508 0.00352681 0.00372399 0.00268264 0.0020941
internal_count=3121 3061 1592 1469 394 1075 677 222
is_linear=0
shrinkage=0.00196078


Tree=6091
num_leaves=8
num_cat=0
split_feature=13 3 1 4 15 2 3
split_gain=1.50107e-05 2.80234e-05 4.36871e-05 5.98705e-05 4.88139e-05 4.93731e-05 5.57483e-05
threshold=-0.23438999999999996 0.10893000000000001 1.0000000180025095e-35 -0.082109999999999975 1.0000000180025095e-35 1.0000000180025095e-35 0.083060000000000009
decision_type=2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 -4 -7
right_child=1 -3 4 -5 -6 6 -8
leaf_value=0.010282911586519651 0.0053619633269490659 -0.01521939437233903 -0.00099493177309385619 -0.026076415711305753 -0.013149028552665955 0.038020750933245952 0.0053583941576918221
leaf_weight=0.0012280815067328534 0.0012323286729438293 0.0012741502340227057 0.0017207403821113778 0.0011913587914868702 0.0010127765593906388 0.0010572275762130057 0.0010332874884943777
leaf_count=169 393 111 393 1194 411 331 119
internal_value=0 -0.00154264 0.000861738 -0.0100915 0.00636486 0.0115503 0.0218766
internal_weight=0 0.00852187 0.00724772 0.00242369 0.00482403 0.00381126 0.00209052
internal_count=3121 2952 2841 1587 1254 843 450
is_linear=0
shrinkage=0.1


Tree=6092
num_leaves=7
num_cat=0
split_feature=11 13 43 2 3 43
split_gain=1.62189e-05 2.95795e-05 3.70624e-05 6.18246e-05 3.80611e-05 3.50183e-05
threshold=0.076920000000000002 -0.094514999999999988 -0.074359999999999996 0.088225000000000012 0.088060000000000013 -0.092909999999999979
decision_type=2 2 2 2 2 2
left_child=1 -1 5 -4 -5 -3
right_child=-2 2 3 4 -6 -7
leaf_value=0.012448230713559015 -0.011832539196972559 -0.0015957386901346389 -0.026065416192043212 0.015592336064546297 -0.0082520721585223455 0.022030574176783987
leaf_weight=0.0018861199851725359 0.001042360295681285 0.0016218176689919851 0.0012621842818088713 0.0010554505677178466 0.0018303817979477 0.0010230808670952907
leaf_count=322 226 385 738 536 171 743
internal_value=0 0.00136917 -0.00170704 -0.00760529 0.000468668 0.00754322
internal_weight=0 0.00867904 0.00679292 0.00414802 0.00288583 0.0026449
internal_count=3121 2895 2573 1445 707 1128
is_linear=0
shrinkage=0.1


Tree=6093
num_leaves=9
num_cat=0
split_feature=159 52 1 42 3 2 3 15
split_gain=5.83049e-05 6.46128e-05 5.37391e-05 5.93557e-05 6.96263e-05 0.000105493 9.49587e-05 3.85475e-05
threshold=-1.0000000180025095e-35 -0.26636999999999994 0.11551000000000002 -1.0000000180025095e-35 -0.10023499999999998 0.10613000000000002 0.090900000000000009 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 -5 6 7 -6
right_child=1 2 -4 4 5 -7 -8 -9
leaf_value=-0.0004408379679860564 -0.0004211197613586755 -0.00038282344406766037 0.00045273442360330818 0.0004488775476235094 -0.00030100210214699207 -0.00045448233700630733 0.0006594000046182321 0.00021336721171638559
leaf_weight=0.0010688943322397929 0.0010418179865925208 0.0011365516531553366 0.0013665765955022018 0.0016620027967811993 0.0011561588236116496 0.0014681842139929189 0.0010643498538612794 0.0010866031569938008
leaf_count=509 350 687 337 159 418 175 73 413
internal_value=0 4.10039e-05 9.48547e-05 3.02811e-05 0.000103218 -1.70863e-05 0.000177095 -5.17936e-05
internal_weight=0 0.00998225 0.00894043 0.00757385 0.0064373 0.0047753 0.00330711 0.00224276
internal_count=3121 2612 2262 1925 1238 1079 904 831
is_linear=0
shrinkage=0.00196078


Tree=6094
num_leaves=9
num_cat=0
split_feature=159 15 52 2 52 43 3 3
split_gain=3.72218e-05 4.46361e-05 6.32161e-05 6.65202e-05 9.46596e-05 5.42469e-05 4.21074e-05 3.39851e-06
threshold=-1.0000000180025095e-35 -0.15026499999999995 0.11008000000000001 0.10097500000000002 -0.0064899999999999992 -0.074359999999999996 -0.059315 0.099930000000000005
decision_type=2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 5 -3 -6 -5
right_child=1 2 -4 7 6 -7 -8 -9
leaf_value=-0.00036310478145213862 0.00040022220606552949 4.7367628056891144e-05 0.00044373437886039482 -0.00046608767426867031 5.962467071601529e-05 -0.00057739725248988696 0.00051693440327445195 -0.00030479071153153696
leaf_weight=0.0010213161647092501 0.0011105462093958613 0.0010029973699143371 0.0010025302012705234 0.0010031050303203138 0.0018922459970034859 0.0011434768476516826 0.0013100169157363587 0.0010057860138141111
leaf_count=509 321 452 189 373 823 234 95 125
internal_value=0 3.08868e-05 -1.81749e-05 -8.11134e-05 3.31455e-05 -0.000285459 0.000246706 -0.000385332
internal_weight=0 0.0094707 0.00836016 0.00735763 0.00534874 0.00214647 0.00320226 0.00200889
internal_count=3121 2612 2291 2102 1604 686 918 498
is_linear=0
shrinkage=0.00196078


Tree=6095
num_leaves=9
num_cat=0
split_feature=159 15 52 2 52 43 3 0
split_gain=4.05077e-05 5.14626e-05 6.1874e-05 6.76248e-05 0.000107706 4.9636e-05 4.51115e-05 1.4998e-05
threshold=-1.0000000180025095e-35 -0.15026499999999995 0.11008000000000001 0.10097500000000002 -0.0064899999999999992 -0.074359999999999996 -0.059315 -0.096374999999999975
decision_type=2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 5 -3 -6 -5
right_child=1 2 -4 7 6 -7 -8 -9
leaf_value=-0.00036835851162476154 0.0004231927393100178 1.0410663094999555e-05 0.00043440797241152737 -0.0002163765633333909 6.5107108753141324e-05 -0.00057554053716266421 0.0005302238302200801 -0.00055301960090295519
leaf_weight=0.0010755296024872662 0.0011446629696370931 0.0010457370094420204 0.0010184126742287898 0.0010096939168328344 0.0019509986081526261 0.0011864037608695103 0.0013609915296156345 0.0010256652563060279
leaf_count=509 321 452 189 182 823 234 95 316
internal_value=0 3.26249e-05 -1.93725e-05 -8.03444e-05 3.18747e-05 -0.000301028 0.000256237 -0.000386019
internal_weight=0 0.00974257 0.0085979 0.00757949 0.00554413 0.00223214 0.00331199 0.00203536
internal_count=3121 2612 2291 2102 1604 686 918 498
is_linear=0
shrinkage=0.00196078


Tree=6096
num_leaves=9
num_cat=0
split_feature=159 15 52 2 52 43 3 0
split_gain=3.67995e-05 3.9475e-05 5.38034e-05 7.12126e-05 9.66353e-05 5.89861e-05 3.55102e-05 2.1175e-05
threshold=-1.0000000180025095e-35 -0.15026499999999995 0.11008000000000001 0.10097500000000002 -0.0064899999999999992 -0.074359999999999996 -0.059315 -0.096374999999999975
decision_type=2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 5 -3 -6 -5
right_child=1 2 -4 7 6 -7 -8 -9
leaf_value=-0.0003596990541152096 0.00037814798211366661 6.5108906017381074e-05 0.00041166171810448729 -0.00018590145760541115 8.745181177079067e-05 -0.0005828200251835543 0.00050367238323298857 -0.00058813778622806949
leaf_weight=0.0010296496776558755 0.0011095893975759637 0.0010237760523512409 0.0010005306079561302 0.0010031644943844754 0.0019304395248999249 0.0011436529045310716 0.0013317316665253586 0.0010095608250018284
leaf_count=509 321 452 189 182 823 234 95 316
internal_value=0 3.04538e-05 -1.52413e-05 -7.26333e-05 4.41451e-05 -0.000276773 0.000257368 -0.000387659
internal_weight=0 0.00955245 0.00844286 0.00744233 0.0054296 0.00216743 0.00326217 0.00201273
internal_count=3121 2612 2291 2102 1604 686 918 498
is_linear=0
shrinkage=0.00196078


Tree=6097
num_leaves=9
num_cat=0
split_feature=48 48 150 42 16 16 16 12
split_gain=5.35465e-05 0.000119869 4.97462e-05 4.59945e-05 4.47648e-05 9.53086e-05 0.00010419 2.7998e-05
threshold=0.11951500000000001 0.092475000000000016 0.086615000000000011 0.091545000000000015 0.22339500000000004 -0.010264999999999998 -0.078844999999999985 0.086700000000000013
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 7 -1
right_child=-2 -3 -4 -5 -6 -7 -8 -9
leaf_value=-0.00014579045602132332 -0.00052941723513158544 0.00051218619692784998 -0.00055172109122127145 -0.00042412721190888183 -0.0003522238167078772 0.00043453034089727208 -0.00062467964454501822 0.00027535017850254206
leaf_weight=0.0010558262623225304 0.0010675544490201952 0.00120749842809638 0.0010279843735509038 0.0013434426029516932 0.0013005460881074012 0.0017119129779331905 0.0011173900967163513 0.0014274779183588574
leaf_count=383 114 251 275 542 274 402 411 469
internal_value=0 -6.78543e-05 -0.00014581 -9.33665e-05 -2.61735e-05 5.36449e-05 -0.000127443 9.62938e-05
internal_weight=0 0.0101921 0.00898458 0.0079566 0.00661315 0.00531261 0.00360069 0.0024833
internal_count=3121 3007 2756 2481 1939 1665 1263 852
is_linear=0
shrinkage=0.00196078


Tree=6098
num_leaves=9
num_cat=0
split_feature=1 16 15 15 3 2 3 47
split_gain=1.55718e-05 5.27767e-05 6.29061e-05 3.02715e-05 5.44652e-05 4.71281e-05 6.49768e-05 9.29901e-06
threshold=0.077565000000000009 0.19444000000000003 0.035560000000000008 0.035560000000000008 -0.10519499999999998 0.089775000000000008 0.11296500000000002 0.09550500000000002
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 -1 4 -2 7 -7 -6
right_child=3 -3 -4 -5 5 6 -8 -9
leaf_value=-0.031981648743839408 0.025692845209643669 0.013386330616072764 0.0012471186398936235 -0.013240349359316443 -0.017322055921031036 0.029412641305606158 -0.0040142964995003045 -0.0037959984097255834
leaf_weight=0.0010607929531793439 0.0010829352764615465 0.001001212561597885 0.001230701198205623 0.0010097932056779418 0.0010098198124543821 0.0010128705124618003 0.0013654914314679446 0.0010233486907310471
leaf_count=663 222 196 777 400 304 229 182 148
internal_value=0 -0.00576684 -0.0141354 0.00267311 0.00559774 0.000664831 0.0102212 -0.010514
internal_weight=0 0.00329271 0.00229149 0.00650426 0.00549447 0.00441153 0.00237836 0.00203317
internal_count=3121 1636 1440 1485 1085 863 411 452
is_linear=0
shrinkage=0.1


Tree=6099
num_leaves=8
num_cat=0
split_feature=11 1 4 3 4 4 52
split_gain=1.94129e-05 2.45123e-05 5.99748e-05 6.19871e-05 4.86946e-05 4.6821e-05 4.45654e-05
threshold=0.078065000000000009 0.094385000000000011 0.033845000000000007 0.11296500000000002 -0.076229999999999978 0.053180000000000012 0.090245000000000006
decision_type=2 2 2 2 2 2 2
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right_child=-2 2 3 -5 5 -7 -8
leaf_value=0.019079991038872757 -0.013315220371932963 0.026712619275526803 0.012693780908865492 -0.018753202062663978 -0.023851949050431132 0.003876450086861822 -0.0075492611659373158
leaf_weight=0.0013510323390192426 0.0010044428331971939 0.0011333189055290952 0.0014468146084307527 0.0011059757098270118 0.0015417097597528408 0.0010065393408524956 0.0011750744398299822
leaf_count=639 211 385 286 141 998 258 203
internal_value=0 0.00136233 0.00756865 -0.00093037 -0.00314606 -0.0128994 0.00669281
internal_weight=0 0.00876047 0.00368611 0.00255279 0.00507436 0.00254825 0.00252611
internal_count=3121 2910 812 427 2098 1256 842
is_linear=0
shrinkage=0.1


Tree=6100
num_leaves=7
num_cat=0
split_feature=11 13 15 4 1 1
split_gain=1.57563e-05 2.5155e-05 3.40458e-05 4.33614e-05 4.81221e-05 5.29369e-05
threshold=0.078065000000000009 -0.094514999999999988 0.088655000000000025 0.098655000000000007 0.094385000000000011 0.086560000000000012
decision_type=2 2 2 2 2 2
left_child=1 -1 3 4 5 -3
right_child=-2 2 -4 -5 -6 -7
leaf_value=0.011278980190808346 -0.012005059741545945 0.0098106184076211037 -0.018318156373276363 -0.012660802117432306 0.022276290427161002 -0.018580359947844974
leaf_weight=0.001938254315791762 0.0010027510811376822 0.0017739813269087791 0.0010367395343102038 0.0015936181895881574 0.0013476941213187953 0.0010428025967035453
leaf_count=332 211 1156 618 321 299 184
internal_value=0 0.00123023 -0.00163621 0.00136735 0.0067355 -0.000700016
internal_weight=0 0.00873309 0.00679484 0.0057581 0.00416448 0.00281678
internal_count=3121 2910 2578 1960 1639 1340
is_linear=0
shrinkage=0.1


Tree=6101
num_leaves=9
num_cat=0
split_feature=42 42 4 4 12 3 3 16
split_gain=7.43904e-05 7.74287e-05 7.90013e-05 9.94918e-05 6.34326e-05 0.000104851 9.51308e-05 7.4844e-05
threshold=0.10194000000000002 0.091295000000000015 0.24564500000000003 0.076415000000000025 0.084225000000000008 -0.078934999999999991 0.076840000000000006 -0.062804999999999986
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 4 6 -6 -1 -8
right_child=-2 -3 -4 -5 5 -7 7 -9
leaf_value=0.0005120346475427362 -0.00051851414140204109 0.00052614744242921948 0.00034038926988352939 -0.00067910958862526757 -0.00060130628411754364 0.0001928497267843825 0.00024623448719651242 -0.00048222067654768197
leaf_weight=0.0015663840765851467 0.001009967968005363 0.0011187805750763344 0.0018648538436833286 0.0010221311637782157 0.001466085248226061 0.0011332351616274369 0.0010725047388062542 0.0010968251006370638
leaf_count=416 355 348 303 108 1136 213 94 148
internal_value=0 3.9018e-05 -2.00787e-05 -0.000111448 -1.98584e-05 -0.000255075 0.000143806 -0.000122076
internal_weight=0 0.0103408 0.00922202 0.00735717 0.00633503 0.00259932 0.00373571 0.00216933
internal_count=3121 2766 2418 2115 2007 1349 658 242
is_linear=0
shrinkage=0.00196078


Tree=6102
num_leaves=9
num_cat=0
split_feature=50 160 12 4 0 2 3 3
split_gain=4.10234e-05 4.59829e-05 6.32012e-05 8.53654e-05 0.000107868 9.55754e-05 7.7059e-05 6.04418e-05
threshold=0.088425000000000017 -0.085579999999999976 -0.029094999999999999 0.0052350000000000009 -0.084044999999999995 0.10803500000000001 -0.059315 -0.082974999999999979
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 -4 6 -5 -6
right_child=-2 2 3 5 7 -7 -8 -9
leaf_value=0.00042194588103693363 -0.00037427516155892024 -0.00047559144924376906 -0.00068115621380297059 0.00010779341469208906 0.00027675625714919291 -0.00020867603428748933 0.00076926217673549879 -0.00033290817979244735
leaf_weight=0.0010201495245526623 0.001082689662303119 0.0010243046624326549 0.0011113135678421033 0.001308123421881011 0.0016537155830427131 0.0012306016322835085 0.0014037181589347273 0.0010052243342518197
leaf_count=385 560 317 551 213 447 192 87 369
internal_value=0 2.8019e-05 -1.79767e-05 4.2798e-05 -0.000168145 0.000244528 0.000450186 4.62698e-05
internal_weight=0 0.00975715 0.008737 0.0077127 0.00377025 0.00394244 0.00271184 0.00265894
internal_count=3121 2561 2176 1859 1367 492 300 816
is_linear=0
shrinkage=0.00196078


Tree=6103
num_leaves=9
num_cat=0
split_feature=43 52 52 42 1 3 1 3
split_gain=4.7262e-05 6.10759e-05 0.000115574 6.08597e-05 9.00868e-05 6.52409e-05 7.52117e-05 0.00011571
threshold=0.16180500000000003 0.15116000000000002 0.10024500000000001 0.090310000000000015 0.077565000000000009 -0.087784999999999988 0.11181500000000001 0.090900000000000009
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 -6 7 -7
right_child=-2 -3 -4 -5 5 6 -8 -9
leaf_value=-0.00053637706928265784 -0.00041381898325082374 -0.00041506894219260301 0.00069098657425574895 0.00036947551113612114 0.00047452688328786241 -0.0002171039771907456 -0.00044155939049047953 0.00062504867997394728
leaf_weight=0.0013242737931337348 0.0010194766131803043 0.0010606580569420187 0.001057842785580472 0.0014065108281778359 0.0010448528761779789 0.0015608872321299493 0.0014035001802359375 0.0010486938601160789
leaf_count=935 218 353 211 514 254 300 209 127
internal_value=0 2.95504e-05 8.2858e-05 2.63611e-07 -8.11033e-05 3.8097e-05 -7.55327e-05 0.000121326
internal_weight=0 0.00990722 0.00884656 0.00778872 0.00638221 0.00505793 0.00401308 0.00260958
internal_count=3121 2903 2550 2339 1825 890 636 427
is_linear=0
shrinkage=0.00196078


Tree=6104
num_leaves=10
num_cat=0
split_feature=15 12 1 457 1 52 3 0 12
split_gain=7.2385e-05 4.74767e-05 7.14169e-05 6.0457e-05 5.57966e-05 5.0972e-05 8.19533e-05 5.35923e-05 1.11318e-05
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decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 5 6 7 -3 -6
right_child=1 2 -4 -5 8 -7 -8 -9 -10
leaf_value=0.0004960212576880981 -0.00044624182548075005 -0.00048347158476778017 0.00047450621087825954 0.00031595918830133475 -0.00027340080048629181 -0.00039178484850037337 0.00046345113595822252 0.00012601686591747692 -0.00056511122060603667
leaf_weight=0.0010050730757790389 0.0010701408593539611 0.0010028323449902947 0.0010378062812819071 0.0012958103453632533 0.0010004871696678648 0.0011399544191196178 0.0013612811541241425 0.0012411346464578715 0.001011351483092789
leaf_count=253 247 1069 88 183 127 396 145 298 315
internal_value=0 -5.5596e-05 -9.60964e-06 -7.19998e-05 -0.000146399 -3.03816e-05 8.38917e-05 -0.000146364 -0.000420044
internal_weight=0 0.0101608 0.00909066 0.00805285 0.00675704 0.0047452 0.00360525 0.00224397 0.00201184
internal_count=3121 2868 2621 2533 2350 1908 1512 1367 442
is_linear=0
shrinkage=0.00196078


Tree=6105
num_leaves=10
num_cat=0
split_feature=133 13 42 12 52 1 1 43 16
split_gain=8.88525e-05 7.1038e-05 4.88061e-05 6.80302e-05 4.6838e-05 8.08969e-05 0.000169923 7.88116e-05 4.38171e-05
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decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 6 7 -3 -9
right_child=-2 2 -4 -5 -6 -7 -8 8 -10
leaf_value=0.00051647051092733396 -0.00054692620786078077 -0.00057078964599275054 0.00040319181063433419 -0.00047488673734481221 0.00035720038300553669 -0.00051427587776778111 0.0007048998102885055 0.00028887366366166765 -0.00024172675167304845
leaf_weight=0.0011585435796982466 0.0010228318558303971 0.0011582664176252003 0.0010398097386984826 0.0012221664442916983 0.0013332876766465468 0.001158604892704568 0.0011909262495494793 0.0013356517186044355 0.0010839950130799492
leaf_count=157 435 832 210 450 305 148 219 135 230
internal_value=0 5.80246e-05 2.24954e-06 -4.68968e-05 2.51448e-05 -4.9546e-05 6.33616e-05 -0.000150178 5.11662e-05
internal_weight=0 0.0106813 0.00952271 0.0084829 0.00726073 0.00592744 0.00476884 0.00357791 0.00241965
internal_count=3121 2686 2529 2319 1869 1564 1416 1197 365
is_linear=0
shrinkage=0.00196078


Tree=6106
num_leaves=9
num_cat=0
split_feature=50 160 12 2 151 16 2 15
split_gain=6.40677e-05 5.90838e-05 6.81311e-05 6.9959e-05 9.99552e-05 9.7412e-05 5.71131e-05 4.11154e-05
threshold=0.088425000000000017 -0.085579999999999976 -0.029094999999999999 0.084245000000000014 -0.0083949999999999979 -0.29154999999999992 0.10672500000000001 -0.055554999999999993
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 -3 7 -5 -6 -7 -4
right_child=-2 2 3 4 5 6 -8 -9
leaf_value=0.0004802416562287815 -0.00045298254326834605 -0.00048115163287864069 3.8190717917141146e-05 -0.00056142555831817582 0.00058255834333382757 -0.00030859820721151513 0.00022274548965682553 0.00055990645357934367
leaf_weight=0.0010662154958457964 0.0011079251131303558 0.0010349875289519745 0.0010181110674995562 0.0012236475653493711 0.001082720209261008 0.0019500460188683322 0.0012937634063936191 0.0013519467202858155
leaf_count=385 560 317 136 237 122 803 261 300
internal_value=0 4.3912e-05 -8.03776e-06 5.3787e-05 -6.66357e-05 7.33028e-05 -9.66767e-05 0.000335792
internal_weight=0 0.0100214 0.00895522 0.00792023 0.00555018 0.00432653 0.00324381 0.00237006
internal_count=3121 2561 2176 1859 1423 1186 1064 436
is_linear=0
shrinkage=0.00196078


Tree=6107
num_leaves=7
num_cat=0
split_feature=4 42 49 160 0 52
split_gain=1.72394e-05 2.30717e-05 3.30949e-05 4.2397e-05 4.01155e-05 6.87679e-05
threshold=0.27287000000000006 0.092145000000000019 -0.00064499999999999985 0.079055000000000014 -0.10011499999999998 0.083680000000000018
decision_type=2 2 2 2 2 2
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right_child=-2 -3 4 -5 5 -7
leaf_value=-0.023631044311336374 0.0098515274639439966 -0.014369411417315998 0.017551612898876676 0.0040978129484415112 -0.016972109907238353 0.012081162627862779
leaf_weight=0.0011110617835291391 0.0014686613074200361 0.0012596278883288403 0.0016557371801976745 0.0010946820203833127 0.0015348962147328313 0.0017362887586636249
leaf_count=340 352 544 246 177 840 622
internal_value=0 -0.00189257 0.000310833 -0.00986957 0.00486852 -0.00155113
internal_weight=0 0.00839229 0.00713267 0.00220574 0.00492692 0.00327118
internal_count=3121 2769 2225 517 1708 1462
is_linear=0
shrinkage=0.1


Tree=6108
num_leaves=8
num_cat=0
split_feature=50 15 47 3 12 52 43
split_gain=1.58304e-05 4.04246e-05 4.36424e-05 4.94108e-05 5.47958e-05 5.27253e-05 2.03995e-05
threshold=0.079410000000000008 -0.15026499999999995 0.096175000000000024 0.10542000000000001 0.092355000000000007 -0.0064899999999999992 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 4 5 -3 -7
right_child=-2 2 -4 -5 -6 6 -8
leaf_value=0.019763838498094842 -0.011266636879352188 -0.011296509300378592 -0.018029066330703749 0.018884058095686451 -0.022966891008705779 0.0018059845942648978 0.020442209919238626
leaf_weight=0.0010451441261608027 0.0011298286026198414 0.00157645098407568 0.0012831421045838287 0.0013865128306271082 0.0010329018559661046 0.0010458890010600248 0.0013397384286111566
leaf_count=318 609 565 185 135 587 514 208
internal_value=0 0.00131465 -0.00120107 0.00218258 -0.00245344 0.00289436 0.0122719
internal_weight=0 0.00870978 0.00766464 0.00638149 0.00499498 0.00396208 0.00238563
internal_count=3121 2512 2194 2009 1874 1287 722
is_linear=0
shrinkage=0.1


Tree=6109
num_leaves=6
num_cat=0
split_feature=1 0 3 16 13
split_gain=1.69501e-05 4.44877e-05 2.95603e-05 3.85803e-05 3.53969e-05
threshold=0.077565000000000009 0.024095000000000002 0.076840000000000006 -0.062804999999999986 -0.063184999999999977
decision_type=2 2 2 2 2
left_child=1 -1 4 -4 -2
right_child=2 -3 3 -5 -6
leaf_value=-0.016667117966742431 -0.0030841059633649939 0.0066298186698414297 0.0050678444869317052 -0.017410996582124701 0.017856253949830772
leaf_weight=0.0017827731101630754 0.0013556046286987162 0.001517286501557291 0.0018733009708827952 0.0012888022592281168 0.0019955005020005222
leaf_count=1553 518 83 225 172 570
internal_value=0 -0.00595576 0.00284124 -0.00409403 0.00938536
internal_weight=0 0.00330006 0.00651321 0.0031621 0.00335111
internal_count=3121 1636 1485 397 1088
is_linear=0
shrinkage=0.1


Tree=6110
num_leaves=9
num_cat=0
split_feature=43 40 3 51 12 13 15 4
split_gain=5.70885e-05 6.61631e-05 6.77747e-05 4.66264e-05 6.26658e-05 7.67993e-05 3.93858e-05 4.88667e-05
threshold=0.16180500000000003 -0.013874999999999998 0.12745000000000004 0.087505000000000013 0.088365000000000013 -0.016469999999999995 -0.040439999999999997 -0.074729999999999977
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 3 4 6 -6 -3 -8
right_child=-2 2 -4 -5 5 -7 7 -9
leaf_value=0.00050730826271293673 -0.0004468719193174021 5.983391865989774e-05 -0.00046505342791501955 -0.00030924519357868166 -0.00040497287606975707 0.00022088417697445364 0.00016589263207238486 0.00077385285488962285
leaf_weight=0.0010347461401136191 0.0010306382922768099 0.0016826227243102801 0.0011311475558306141 0.0011931031267992049 0.0015401043136732259 0.0014765107160140847 0.0010319167278053311 0.0010017421000939712
leaf_count=309 218 357 160 286 599 430 483 279
internal_value=0 3.75978e-05 -1.60649e-05 4.80119e-05 0.00011132 -9.86412e-05 0.000281751 0.000465362
internal_weight=0 0.0100919 0.00905715 0.007926 0.0067329 0.00301662 0.00371628 0.00203366
internal_count=3121 2903 2594 2434 2148 1029 1119 762
is_linear=0
shrinkage=0.00196078


Tree=6111
num_leaves=8
num_cat=0
split_feature=4 0 157 160 52 0 48
split_gain=4.02487e-05 8.55704e-05 3.97844e-05 8.10224e-05 6.30317e-05 7.82976e-05 8.75824e-05
threshold=-0.49405499999999997 -1.0000000180025095e-35 -0.05495499999999999 -1.0000000180025095e-35 0.08976000000000002 -0.10011499999999998 0.086260000000000017
decision_type=2 2 2 2 2 2 2
left_child=-1 2 -2 -4 5 6 -5
right_child=1 -3 3 4 -6 -7 -8
leaf_value=-0.0003753703647051936 0.00033177073474807461 0.00053236114046907894 -0.00059668254794450169 0.00034811090143904532 0.00040070365547954697 -0.00043137369711034322 -0.00027247368014184358
leaf_weight=0.0010080935477821259 0.0010189060823571003 0.0011751316169840717 0.0010140010576630432 0.0019826886994880558 0.0012212614660493401 0.0017606355197180229 0.0015640415622717729
leaf_count=156 405 186 580 263 320 1063 148
internal_value=0 3.62042e-05 -3.18969e-05 -8.10234e-05 -9.33202e-07 -9.33526e-05 7.44447e-05
internal_weight=0 0.00973667 0.00856153 0.00754263 0.00652863 0.00530737 0.00354673
internal_count=3121 2965 2779 2374 1794 1474 411
is_linear=0
shrinkage=0.00196078


Tree=6112
num_leaves=8
num_cat=0
split_feature=457 160 1 12 1 13 52
split_gain=1.61122e-05 3.52225e-05 4.37218e-05 5.36003e-05 5.47099e-05 4.20992e-05 3.26876e-05
threshold=0.069910000000000014 0.041220000000000007 0.12811000000000003 0.10124000000000001 0.10612500000000001 -0.017449999999999997 0.024145000000000003
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 4 5 -1 -7
right_child=-2 -3 -4 -5 -6 6 -8
leaf_value=-0.005200688851892947 0.010348042085369859 -0.019078346477262371 0.018710844729863972 -0.022683503258510939 -0.016037822042872761 0.025771952414879153 0.0021314470521685688
leaf_weight=0.00157938428121181 0.0012813811930500922 0.0010238594683127751 0.0011421429718470764 0.0010938944735677985 0.0013167056832167224 0.0013897790455877392 0.0010098954015221417
leaf_count=1047 267 361 223 313 228 355 327
internal_value=0 -0.0016758 0.000689872 -0.00253135 0.00163128 0.00747814 0.0158229
internal_weight=0 0.00855566 0.0075318 0.00638966 0.00529576 0.00397906 0.00239967
internal_count=3121 2854 2493 2270 1957 1729 682
is_linear=0
shrinkage=0.1


Tree=6113
num_leaves=7
num_cat=0
split_feature=49 42 15 4 15 43
split_gain=1.48947e-05 4.69001e-05 4.06265e-05 9.62552e-05 8.76372e-05 5.83515e-05
threshold=-0.047584999999999995 0.091545000000000015 -0.037864999999999989 -0.059649999999999988 -0.10653 -0.0030899999999999994
decision_type=2 2 2 2 2 2
left_child=-1 2 4 5 -2 -4
right_child=1 -3 3 -5 -6 -7
leaf_value=0.007596598205632063 0.0071573512578738578 -0.019670434306236214 0.01389496216496976 0.030742265265727625 -0.028839398137938399 -0.01684165109960941
leaf_weight=0.002002051350102463 0.0016262655997867467 0.0012683068570123329 0.0011102356140483627 0.0012537827541201905 0.001157875569851672 0.0013921019207049209
leaf_count=403 370 620 551 316 479 382
internal_value=0 -0.00207148 0.00134136 0.00812687 -0.00781307 -0.00320445
internal_weight=0 0.00780857 0.00654026 0.00375612 0.00278414 0.00250234
internal_count=3121 2718 2098 1249 849 933
is_linear=0
shrinkage=0.1


Tree=6114
num_leaves=8
num_cat=0
split_feature=42 43 16 48 2 3 12
split_gain=1.57812e-05 3.12785e-05 3.87063e-05 5.47832e-05 3.96597e-05 3.59519e-05 2.30629e-05
threshold=-1.0000000180025095e-35 -0.074359999999999996 -0.056919999999999991 0.086035000000000014 0.097845000000000015 -0.084074999999999997 0.079890000000000017
decision_type=2 2 2 2 2 2 2
left_child=-1 5 3 6 -4 -2 -3
right_child=1 2 4 -5 -6 -7 -8
leaf_value=-0.0091102644238223 1.3924036576403816e-05 0.026272422548207303 -0.026544152396650797 -0.010049688361416871 -0.0010896195723806366 0.025779071315245951 0.0048348659175649865
leaf_weight=0.0016182415403319982 0.0011679361469373274 0.0010023636497113134 0.0010287867323830037 0.0014344909830964017 0.0015112329935278188 0.001009831170091526 0.0010049928777573379
leaf_count=862 294 164 354 157 271 609 410
internal_value=0 0.00169997 -0.00203575 0.00487452 -0.0113995 0.0119612 0.0155396
internal_weight=0 0.00815963 0.00598187 0.00344185 0.00254002 0.00217777 0.00200736
internal_count=3121 2259 1356 731 625 903 574
is_linear=0
shrinkage=0.1


Tree=6115
num_leaves=10
num_cat=0
split_feature=159 15 52 2 52 133 13 12 52
split_gain=4.42015e-05 4.28586e-05 6.70416e-05 6.61144e-05 0.000167863 9.60887e-05 0.000145606 4.64919e-05 3.36626e-05
threshold=-1.0000000180025095e-35 -0.15026499999999995 0.11008000000000001 0.10097500000000002 -1.0000000180025095e-35 -0.0061299999999999992 -0.074044999999999986 0.081420000000000006 -0.061194999999999992
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 5 -5 -3 -7 8 -8
right_child=1 2 -4 4 -6 6 7 -9 -10
leaf_value=-0.00037708572300125575 0.00038717798916492271 -0.00049512810200493754 0.00045256912326674116 0.0002011294182781896 -0.00091820853685936816 0.00080897398480465866 -8.946079909465789e-05 -0.00029923709845996733 0.00041623859162426952
leaf_weight=0.0010923680625081903 0.0011922457319862344 0.0010541225847963808 0.0010604882010079525 0.0010034280426338444 0.0010584409807800862 0.0010323284846410312 0.0010193273604168591 0.0014404777683686581 0.001005106519019736
leaf_count=509 321 544 189 326 172 432 122 432 74
internal_value=0 3.8601e-05 -9.31266e-06 -7.36507e-05 -0.000373472 3.77081e-05 0.000162601 -2.99777e-05 0.000161613
internal_weight=0 0.00986597 0.00867372 0.00761323 0.00206187 0.00555136 0.00449724 0.00346491 0.00202443
internal_count=3121 2612 2291 2102 498 1604 1060 628 196
is_linear=0
shrinkage=0.00196078


Tree=6116
num_leaves=8
num_cat=0
split_feature=4 0 157 160 52 0 15
split_gain=6.51903e-05 9.21607e-05 5.2002e-05 9.63877e-05 6.09105e-05 7.90837e-05 7.90387e-05
threshold=-0.49405499999999997 -1.0000000180025095e-35 -0.05495499999999999 -1.0000000180025095e-35 0.08976000000000002 -0.10011499999999998 -0.095869999999999983
decision_type=2 2 2 2 2 2 2
left_child=-1 2 -2 -4 5 6 -5
right_child=1 -3 3 4 -6 -7 -8
leaf_value=-0.00046324163423296804 0.00037864365703524383 0.00055136110402118142 -0.00063077758051219778 -0.00019076291430803879 0.00039256377963242038 -0.00041257493301919773 0.00038531306165048596
leaf_weight=0.0010751780242637199 0.0010821535939469868 0.0012142496474483308 0.001056683006833971 0.0019220938651958114 0.0012724185480114227 0.0018603647899990013 0.0017487752796217794
leaf_count=156 405 186 580 199 320 1063 212
internal_value=0 4.44863e-05 -2.43393e-05 -7.98191e-05 5.75092e-06 -8.32324e-05 8.36755e-05
internal_weight=0 0.0101567 0.00894249 0.00786034 0.00680365 0.00553123 0.00367087
internal_count=3121 2965 2779 2374 1794 1474 411
is_linear=0
shrinkage=0.00196078


Tree=6117
num_leaves=9
num_cat=0
split_feature=159 4 52 2 52 0 43 4
split_gain=4.0936e-05 4.23206e-05 5.3506e-05 6.32752e-05 9.1357e-05 5.72095e-05 4.50698e-05 3.93621e-05
threshold=-1.0000000180025095e-35 0.27287000000000006 0.11008000000000001 0.10097500000000002 -0.0064899999999999992 -0.078904999999999989 -0.074359999999999996 0.053180000000000012
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 3 4 6 7 -2 -6
right_child=1 -3 -4 -5 5 -7 -8 -9
leaf_value=-0.00036215223161614382 2.2866553980570907e-05 0.00035327113174659454 0.00040476133198510912 -0.0003823661296092389 -0.00022408954845713283 0.00062819694656964095 -0.00053394878995151633 0.00029061728230155302
leaf_weight=0.001093084176461037 0.0010513557128493903 0.0014024327460408362 0.0010293006968304765 0.0018883983588219031 0.0010015319071781997 0.0010098415342903403 0.0011931414644091706 0.0013295926456620265
leaf_count=509 465 329 195 447 615 218 241 102
internal_value=0 3.76872e-05 -1.43623e-05 -7.2084e-05 3.28198e-05 0.000238359 -0.000273128 6.94814e-05
internal_weight=0 0.0099056 0.00850316 0.00747386 0.00558546 0.00334097 0.0022445 0.00233112
internal_count=3121 2612 2283 2088 1641 935 706 717
is_linear=0
shrinkage=0.00196078


Tree=6118
num_leaves=9
num_cat=0
split_feature=48 48 1 0 4 13 16 2
split_gain=5.35398e-05 9.84607e-05 6.99886e-05 4.14482e-05 7.84883e-05 4.82576e-05 7.25461e-05 5.10372e-05
threshold=0.11951500000000001 0.092475000000000016 0.111945 -0.10224499999999999 0.0082450000000000006 -0.016469999999999995 -0.056919999999999991 0.097845000000000015
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 7 -7 -5
right_child=-2 -3 -4 5 -6 6 -8 -9
leaf_value=-6.603499873948605e-05 -0.00053737702195313854 0.00046342070869814995 0.00019397706660522482 -0.00061784350610265563 -0.00079563344876584254 0.00043309393074253687 -0.00025857980018414057 -1.2654371569498282e-05
leaf_weight=0.0010809287942944367 0.001028405121836007 0.0011828720299364584 0.0018888619555432152 0.0011484067966141044 0.001192052921246866 0.0011149023766333945 0.0012220207900810263 0.0010042558692973588
leaf_count=174 114 251 374 985 187 466 366 204
internal_value=0 -6.7176e-05 -0.000139722 -0.000232928 -0.000448669 -0.000123703 7.14048e-05 -0.000335512
internal_weight=0 0.0098343 0.00865143 0.00676257 0.00227298 0.00448959 0.00233692 0.00215266
internal_count=3121 3007 2756 2382 361 2021 832 1189
is_linear=0
shrinkage=0.00196078


Tree=6119
num_leaves=9
num_cat=0
split_feature=159 15 52 15 48 2 52 15
split_gain=4.7082e-05 4.55784e-05 6.72817e-05 7.7918e-05 7.28181e-05 7.96899e-05 0.00012607 4.35181e-05
threshold=-1.0000000180025095e-35 -0.15026499999999995 0.11008000000000001 -0.095869999999999983 0.089575000000000016 0.10097500000000002 -0.088204999999999992 0.084050000000000014
decision_type=2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 5 6 -5 -8
right_child=1 2 -4 4 -6 -7 7 -9
leaf_value=-0.00039199973769701814 0.00040030200559788121 -0.00049501932113727939 0.00045211604025042904 -0.00049285123150638133 0.00048839853743502663 -0.00053900336060556237 0.00051372396966650421 3.2195657473062734e-05
leaf_weight=0.0010936350236007775 0.0011689883520041395 0.0013958647162480489 0.0010545644784695938 0.0011693153409613726 0.0010498706282626143 0.0011274815966683194 0.0014274869549596918 0.0014591935826927481
leaf_count=509 321 217 189 326 184 340 393 642
internal_value=0 3.6823e-05 -1.21076e-05 -7.6276e-05 1.74953e-05 -7.78823e-05 5.02997e-05 0.000270315
internal_weight=0 0.00985277 0.00868378 0.00762921 0.00623335 0.00518348 0.004056 0.00288668
internal_count=3121 2612 2291 2102 1885 1701 1361 1035
is_linear=0
shrinkage=0.00196078


Tree=6120
num_leaves=9
num_cat=0
split_feature=4 0 1 13 48 1 1 0
split_gain=5.11144e-05 9.4146e-05 8.53268e-05 4.81742e-05 4.70084e-05 8.33112e-05 7.64696e-05 2.03743e-05
threshold=-0.49405499999999997 -1.0000000180025095e-35 0.077565000000000009 -0.084154999999999994 0.086035000000000014 0.09253500000000002 0.11249000000000002 -0.084269999999999984
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 7 -4 5 -5 -7 -2
right_child=1 -3 3 4 -6 6 -8 -9
leaf_value=-0.00041140002269917264 -0.00058085508481176137 0.00054435360969350849 0.00035795761580797108 0.0005173507767087394 -0.00029951649539662275 -0.00051213514978617786 0.00018497306663276322 -0.00018631992330845698
leaf_weight=0.001058796295242778 0.0010124898264748899 0.0012548451473383187 0.0017228608612407338 0.0012381210622310966 0.001606880901729571 0.0010358855212853977 0.0014544132293920805 0.001000522070715906
leaf_count=156 796 186 360 267 172 251 178 755
internal_value=0 4.09677e-05 -2.86673e-05 7.28916e-05 -1.91612e-05 0.000101667 -0.000105002 -0.00038476
internal_weight=0 0.010326 0.00907117 0.00705816 0.0053353 0.00372842 0.0024903 0.00201301
internal_count=3121 2965 2779 1228 868 696 429 1551
is_linear=0
shrinkage=0.00196078


Tree=6121
num_leaves=7
num_cat=0
split_feature=16 1 15 43 47 52
split_gain=1.4564e-05 5.26297e-05 6.03585e-05 4.21669e-05 4.34395e-05 5.40443e-05
threshold=0.38525000000000004 0.077565000000000009 0.088235000000000022 -0.04890499999999999 1.0000000180025095e-35 -0.0064899999999999992
decision_type=2 2 2 2 2 2
left_child=1 2 -1 -3 5 -5
right_child=-2 3 -4 4 -6 -7
leaf_value=-0.024454773474198038 0.0092822092420170241 0.017444767682251207 0.0061545382355244569 -0.0067609878272647988 -0.016272998347007253 0.021446603759722557
leaf_weight=0.0017343760917915057 0.0013962844253544099 0.0016105260808361409 0.0010249070307591518 0.0015542314550217899 0.0013591508265498372 0.0012064964921494926
leaf_count=1107 311 539 404 197 159 404
internal_value=0 -0.0017387 -0.0130853 0.00372485 -0.00163848 0.00556633
internal_weight=0 0.00848969 0.00275928 0.0057304 0.00411988 0.00276073
internal_count=3121 2810 1511 1299 760 601
is_linear=0
shrinkage=0.1


Tree=6122
num_leaves=8
num_cat=0
split_feature=50 15 47 3 42 12 3
split_gain=1.59099e-05 3.47907e-05 3.78386e-05 5.31644e-05 4.99132e-05 0.000117284 4.92639e-05
threshold=0.079410000000000008 -0.15026499999999995 0.096175000000000024 0.10542000000000001 0.091295000000000015 0.084100000000000022 0.013900000000000001
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 4 5 6 -3
right_child=-2 2 -4 -5 -6 -7 -8
leaf_value=0.018317532634141345 -0.011247563404349369 0.020912290313551005 -0.016771087388200281 0.019383771887037604 0.014372601818406128 -0.029524833239254436 -0.0092736729494683513
leaf_weight=0.0010548426839896343 0.0011449116276596597 0.0011299015466112372 0.001276441791153991 0.0013903585265057743 0.0012723151461297016 0.0015550984973774279 0.0010367179517155878
leaf_count=318 609 342 185 135 420 1011 101
internal_value=0 0.00129104 -0.00105339 0.00208908 -0.00272583 -0.00857114 0.00646844
internal_weight=0 0.00871568 0.00766083 0.00638439 0.00499403 0.00372172 0.00216662
internal_count=3121 2512 2194 2009 1874 1454 443
is_linear=0
shrinkage=0.1


Tree=6123
num_leaves=8
num_cat=0
split_feature=0 15 1 49 48 16 16
split_gain=1.63506e-05 3.69054e-05 3.5769e-05 5.27275e-05 4.95933e-05 4.56527e-05 3.48812e-05
threshold=-0.062294999999999996 -1.0000000180025095e-35 0.085110000000000005 -0.047584999999999995 0.086260000000000017 -0.078844999999999985 0.16703000000000004
decision_type=2 2 2 2 2 2 2
left_child=2 -2 -1 -4 5 -5 -3
right_child=1 6 3 4 -6 -7 -8
leaf_value=-0.015365208408021675 0.020975231091284074 0.011025842674559916 0.019177455936318009 0.018842163860439541 -0.021446401155850826 -0.0091395065020602097 -0.013838099629771304
leaf_weight=0.0017335276550874742 0.0010582453644175692 0.0011061675546032565 0.0012369629116874992 0.0010713022122573928 0.0011893113024517171 0.0012793921158214066 0.0011516469569217659
leaf_count=1538 275 159 197 292 128 371 161
internal_value=0 0.00556587 -0.00306091 0.00140424 -0.00480615 0.00361282 -0.00165655
internal_weight=0 0.00331606 0.0065105 0.00477697 0.00354001 0.00235069 0.00225781
internal_count=3121 595 2526 988 791 663 320
is_linear=0
shrinkage=0.1


Tree=6124
num_leaves=7
num_cat=0
split_feature=11 3 3 13 2 0
split_gain=1.46094e-05 2.94284e-05 3.58327e-05 4.22183e-05 4.17998e-05 3.64877e-05
threshold=0.078065000000000009 -0.10519499999999998 -0.078934999999999991 -0.081224999999999978 0.11215000000000001 -0.10011499999999998
decision_type=2 2 2 2 2 2
left_child=1 -1 -3 -4 5 -5
right_child=-2 2 3 4 -6 -7
leaf_value=0.014925068572178936 -0.011549425278939781 -0.016684549411662485 0.014115292607606326 0.01078863075868379 -0.019744351543561477 -0.011578985248350169
leaf_weight=0.0013218254889199041 0.0010061646451577531 0.001253718282373144 0.0019331640332502708 0.0019416827326262176 0.001176162706601625 0.001168009243167875
leaf_count=209 211 1329 393 209 261 509
internal_value=0 0.00117106 -0.00126184 0.00184729 -0.00368627 0.00238729
internal_weight=0 0.00879456 0.00747274 0.00621902 0.00428585 0.00310969
internal_count=3121 2910 2701 1372 979 718
is_linear=0
shrinkage=0.1


Tree=6125
num_leaves=8
num_cat=0
split_feature=4 16 2 52 3 15 1
split_gain=1.42643e-05 2.96579e-05 4.78611e-05 5.16207e-05 6.57179e-05 3.76584e-05 2.98714e-05
threshold=0.27287000000000006 -0.36241499999999999 0.11093500000000002 0.10160000000000001 0.090900000000000009 0.083935000000000023 0.092390000000000014
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 4 5 6 -3
right_child=-2 2 -4 -5 -6 -7 -8
leaf_value=-0.017613689820226226 0.0090196378236363835 -0.021013486827426681 0.017050847466972326 -0.023806800760894937 0.022243141380477852 0.010282660698698601 0.00036193698817703996
leaf_weight=0.0010286733395485177 0.0014533137644164732 0.001523589772632804 0.0014129374415598715 0.0010276158647819413 0.0011093831918297659 0.0010810169599285383 0.0011451592572311934
leaf_count=139 352 804 345 392 108 710 271
internal_value=0 -0.00171711 0.000523031 -0.00344396 0.000862381 -0.0054632 -0.0118413
internal_weight=0 0.00832838 0.0072997 0.00588677 0.00485915 0.00374977 0.00266875
internal_count=3121 2769 2630 2285 1893 1785 1075
is_linear=0
shrinkage=0.1


Tree=6126
num_leaves=8
num_cat=0
split_feature=48 16 15 48 13 4 12
split_gain=4.39999e-05 9.26711e-05 6.37885e-05 7.23408e-05 3.59536e-05 8.31001e-05 4.50278e-05
threshold=0.11951500000000001 -0.48836499999999994 -0.14147499999999996 0.082620000000000013 -0.033284999999999988 -0.077679999999999985 0.051320000000000005
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 -4 -6
right_child=-2 2 3 -5 6 -7 -8
leaf_value=0.00052555445754598636 -0.00040110086653463668 -0.00050201879407308898 9.1515938040257212e-05 0.00039637147326929297 0.00024708090021648539 -0.00063287371469910626 -0.00020364093041840727
leaf_weight=0.0012639840073580188 0.0010026095661910305 0.0010257111048338364 0.0012476285191556501 0.0015507934690521807 0.0019385380767978353 0.0011892077522035055 0.0015206106490709378
leaf_count=244 114 298 374 329 198 839 725
internal_value=0 3.02916e-05 -4.35951e-05 1.95477e-05 -7.95666e-05 -0.000261996 4.89476e-05
internal_weight=0 0.00973647 0.00847249 0.00744678 0.00589598 0.00243684 0.00345915
internal_count=3121 3007 2763 2465 2136 1213 923
is_linear=0
shrinkage=0.00196078


Tree=6127
num_leaves=9
num_cat=0
split_feature=14 15 0 2 16 52 43 16
split_gain=4.29437e-05 8.84441e-05 4.74079e-05 7.19573e-05 6.17646e-05 4.49225e-05 3.24568e-05 5.75034e-05
threshold=-1.0000000180025095e-35 -0.10653 0.15398500000000004 0.092875000000000013 -0.090764999999999985 -0.087284999999999988 -0.0037449999999999996 -0.088159999999999988
decision_type=2 2 2 2 2 2 2 2
left_child=-1 -2 3 5 -5 -3 -7 -8
right_child=1 2 -4 4 -6 6 7 -9
leaf_value=-0.00039078186982200179 0.00048067182992380297 -0.00029879321310239326 0.0003506287454398616 -0.0007372614904037698 -0.00011536261006991135 -9.8990588569466059e-05 0.00057577133655164613 -4.870641720065055e-05
leaf_weight=0.0010019242052862901 0.0014586007345575797 0.0011075995293516696 0.0010289525763819592 0.0010208485998063632 0.001540549238729382 0.0012613911525506225 0.0012509537448755755 0.0010367669495707531
leaf_count=161 388 316 55 189 663 934 172 243
internal_value=0 3.55969e-05 -4.31204e-05 -9.925e-05 -0.000363221 4.5946e-05 0.000153531 0.000292766
internal_weight=0 0.00970566 0.00824706 0.00721811 0.0025614 0.00465671 0.00354911 0.00228772
internal_count=3121 2960 2572 2517 852 1665 1349 415
is_linear=0
shrinkage=0.00196078


Tree=6128
num_leaves=9
num_cat=0
split_feature=159 2 0 0 151 15 43 43
split_gain=5.0901e-05 6.17023e-05 6.52925e-05 9.49381e-05 6.07371e-05 0.000137508 0.000153564 7.88628e-05
threshold=-1.0000000180025095e-35 0.088225000000000012 -0.10607499999999999 -0.077809999999999976 -0.044604999999999992 -0.074054999999999996 0.016310000000000002 -0.081154999999999991
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 -3 -6 7 -7
right_child=1 4 3 -5 5 6 -8 -9
leaf_value=-0.00040517018597525993 0.00023002030227585482 -0.0002596825451722549 -0.00075232158219771443 1.3143414335630663e-05 0.00071890417163639404 0.00010592827885905555 0.00051375976121767236 -0.00063718097167504045
leaf_weight=0.0010883651841083848 0.0011196974140514557 0.0011193429434681879 0.0011549786841507379 0.0013523352006176888 0.0016237079671781482 0.0010179436164113559 0.0015264797373805822 0.0011920459676387795
leaf_count=509 135 270 801 305 424 175 163 339
internal_value=0 4.11172e-05 -0.000163658 -0.000339463 0.000155743 0.000242495 3.54677e-05 -0.000294897
internal_weight=0 0.0101065 0.00362701 0.00250731 0.00647952 0.00536018 0.00373647 0.00220999
internal_count=3121 2612 1241 1106 1371 1101 677 514
is_linear=0
shrinkage=0.00196078


Tree=6129
num_leaves=8
num_cat=0
split_feature=50 15 2 52 48 0 3
split_gain=1.42948e-05 3.12456e-05 3.88825e-05 5.85549e-05 4.27045e-05 4.82986e-05 6.37183e-05
threshold=0.079410000000000008 -0.15026499999999995 0.11389000000000002 -0.088204999999999992 0.081275000000000014 -0.10224499999999999 -0.059315
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 -3 5 -5 -7
right_child=-2 2 -4 4 -6 6 -8
leaf_value=0.01745080985196712 -0.010647980835904439 -0.01653137535678435 -0.018310779734640553 -0.014102453813774516 0.023749203090512642 -0.0047861660196637061 0.025838069022136291
leaf_weight=0.001048432651013541 0.0011397066131916119 0.0013541981607055643 0.0011046081187433519 0.0012778269375548473 0.0011575141506908956 0.0014612962670821318 0.0012697830344128777
leaf_count=318 609 463 271 196 214 980 70
internal_value=0 0.00126444 -0.000961114 0.00197796 0.00682954 0.00194423 0.00945221
internal_weight=0 0.00867366 0.00762523 0.00652062 0.00516642 0.00400891 0.00273108
internal_count=3121 2512 2194 1923 1460 1246 1050
is_linear=0
shrinkage=0.1


Tree=6130
num_leaves=10
num_cat=0
split_feature=4 0 157 160 52 4 2 16 4
split_gain=4.31433e-05 9.52133e-05 4.47538e-05 7.56632e-05 5.60021e-05 7.31253e-05 6.96484e-05 6.68495e-05 5.26211e-05
threshold=-0.49405499999999997 1.0000000180025095e-35 -0.05495499999999999 -1.0000000180025095e-35 0.08976000000000002 0.27044500000000005 0.092480000000000021 -0.056919999999999991 0.053180000000000012
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 5 6 7 8 -5
right_child=1 -3 3 4 -6 -7 -8 -9 -10
leaf_value=-0.00038412856456247388 0.00034612913730506823 0.00055171654038987331 -0.00058068829228534328 -0.00014899960604061114 0.00036580540192535679 0.00037529660076798528 -0.00062267306203419475 -0.0004771166451757096 0.00045668588990598833
leaf_weight=0.0010243850050036399 0.0010512628576454198 0.001219299130031974 0.0010265870724468964 0.0011906506587080271 0.001246906395651102 0.0010278087822168328 0.0011398264649034864 0.0010095743125918049 0.0010272786573418454
leaf_count=156 405 186 580 584 320 206 361 261 62
internal_value=0 3.84965e-05 -3.32668e-05 -8.52767e-05 -8.70643e-06 -9.52624e-05 -0.000206004 -5.88528e-05 0.000131536
internal_weight=0 0.00993919 0.0087199 0.00766863 0.00664205 0.00539514 0.00436733 0.0032275 0.00221793
internal_count=3121 2965 2779 2374 1794 1474 1268 907 646
is_linear=0
shrinkage=0.00196078


Tree=6131
num_leaves=9
num_cat=0
split_feature=4 0 157 160 52 4 2 0
split_gain=5.04912e-05 8.23353e-05 3.80071e-05 8.99671e-05 6.84633e-05 6.38693e-05 5.55349e-05 8.06866e-05
threshold=-0.49405499999999997 -1.0000000180025095e-35 -0.05495499999999999 -1.0000000180025095e-35 0.08976000000000002 0.0052350000000000009 0.11263500000000001 -0.10607499999999999
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 5 -5 7 -7
right_child=1 -3 3 4 -6 6 -8 -9
leaf_value=-0.00042137509214261421 0.00032594965179706822 0.00052418180922428532 -0.00062006435664187026 -0.00042770033438381723 0.00042141153377227091 0.0005307631103445246 -0.00034472713645867863 -0.0001392398231705147
leaf_weight=0.0010214900115699888 0.0010182644925740888 0.0011725705049001013 0.0010173091991505382 0.0015334536558400101 0.0012405648069054708 0.0013622022424662483 0.0010184882161792339 0.0014025741901934796
leaf_count=156 405 186 580 980 320 138 189 167
internal_value=0 3.67918e-05 -2.97168e-05 -7.75297e-05 6.6402e-06 -9.01396e-05 4.66824e-05 0.00019087
internal_weight=0 0.00976543 0.00859286 0.00757459 0.00655728 0.00531672 0.00378326 0.00276478
internal_count=3121 2965 2779 2374 1794 1474 494 305
is_linear=0
shrinkage=0.00196078


Tree=6132
num_leaves=8
num_cat=0
split_feature=15 43 16 13 13 48 2
split_gain=1.37769e-05 3.4146e-05 4.85422e-05 4.55331e-05 4.666e-05 8.19232e-05 1.60745e-05
threshold=-0.11713499999999999 -0.17390999999999998 0.22339500000000004 -0.094514999999999988 -0.014169999999999999 0.086260000000000017 0.088225000000000012
decision_type=2 2 2 2 2 2 2
left_child=-1 -2 3 -3 -5 6 -6
right_child=1 2 -4 4 5 -7 -8
leaf_value=-0.008301027415013762 0.015748003397892278 0.019860762135337238 -0.018987763999088695 -0.020762087226901118 0.0064633024476054056 -0.019019135402523039 0.023728095085670347
leaf_weight=0.0016979156654822582 0.0014104203892768181 0.001208124694062675 0.0012682286473396061 0.0010218354689477201 0.001097636538132723 0.0010585122042136757 0.0010601435393997412
leaf_count=484 184 237 385 1082 379 130 240
internal_value=0 0.00160333 -0.00136785 0.00273516 -0.00214667 0.00376755 0.0149457
internal_weight=0 0.0081249 0.00671448 0.00544625 0.00423813 0.00321629 0.00215778
internal_count=3121 2637 2453 2068 1831 749 619
is_linear=0
shrinkage=0.1


Tree=6133
num_leaves=8
num_cat=0
split_feature=0 16 16 0 43 2 48
split_gain=3.76375e-05 4.10003e-05 4.50102e-05 3.82649e-05 3.7694e-05 6.22952e-05 0.000130097
threshold=0.15398500000000004 0.26799500000000004 -0.008904999999999998 -0.060129999999999996 0.022390000000000004 0.084055000000000005 0.092475000000000016
decision_type=2 2 2 2 2 2 2
left_child=1 2 4 -4 5 -1 -7
right_child=-2 -3 3 -5 -6 6 -8
leaf_value=0.00017692424843709632 0.00025421253972339897 -0.00048977009240613921 -9.6528104630686176e-05 0.00042049519748648632 -0.00052659316958187405 -0.00059797307202096841 0.00017443619946265422
leaf_weight=0.0018291171314925064 0.001002327158767336 0.0011659071754412031 0.001188988835693507 0.0010246206165155974 0.0010236741672469025 0.0019807476025474036 0.0014536107989270635
leaf_count=512 60 349 544 148 379 959 170
internal_value=0 -0.000144958 -9.76664e-05 0.000142788 -0.000182327 -0.000115372 -0.000271047
internal_weight=0 0.00966667 0.00850076 0.00221361 0.00628715 0.00526348 0.00343436
internal_count=3121 3061 2712 692 2020 1641 1129
is_linear=0
shrinkage=0.00196078


Tree=6134
num_leaves=8
num_cat=0
split_feature=159 2 151 15 43 43 43
split_gain=4.95814e-05 5.36612e-05 5.41345e-05 9.62935e-05 0.000100083 8.1698e-05 4.9398e-05
threshold=-1.0000000180025095e-35 0.088225000000000012 -0.0083949999999999979 -0.074054999999999996 0.016310000000000002 -0.053764999999999993 -0.074359999999999996
decision_type=2 2 2 2 2 2 2
left_child=-1 6 -3 -4 5 -5 -2
right_child=1 2 3 4 -6 -7 -8
leaf_value=-0.00040637732997768697 8.4792580966500924e-05 -0.00020554198413759298 0.00067186102669765477 0.00019292916494887077 0.00045776067932725057 -0.00058066299177507137 -0.00037616482676903102
leaf_weight=0.0010780587451207661 0.0017150162405008506 0.0013375699752091585 0.0014141275477270758 0.0010139699184457261 0.0014826154018789629 0.0010881006922026583 0.0018666643356708235
leaf_count=509 514 291 417 223 163 277 727
internal_value=0 3.63887e-05 0.000144824 0.000238574 6.76454e-05 -0.000207508 -0.000155445
internal_weight=0 0.00991806 0.00633638 0.00499881 0.00358469 0.00210207 0.00358168
internal_count=3121 2612 1371 1080 663 500 1241
is_linear=0
shrinkage=0.00196078


Tree=6135
num_leaves=9
num_cat=0
split_feature=457 1 52 0 4 1 13 43
split_gain=1.529e-05 3.39252e-05 3.23029e-05 6.80612e-05 5.48332e-05 9.09572e-05 5.42722e-05 5.92873e-08
threshold=0.069910000000000014 0.13146500000000003 0.11434500000000002 -0.084269999999999984 0.053180000000000012 0.10638500000000002 -0.077799999999999994 -0.080954999999999985
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 -6 -5 -8
right_child=-2 -3 -4 6 5 -7 7 -9
leaf_value=-0.029815634264557023 0.010033658269740273 0.015352313155757625 -0.019993672868926379 0.027676548636786799 0.019475570949530327 -0.020437854815979789 0.00028327175381043864 -0.00080440819085012645
leaf_weight=0.0010731173375479373 0.00127209041515955 0.0010250282049701657 0.0010859994932702396 0.0010645750296185866 0.0010392290040077156 0.0012670877256344337 0.0010002665837469558 0.0010043028641549801
leaf_count=764 267 219 443 262 177 88 259 642
internal_value=0 -0.0017162 -0.00403825 -0.00135121 -0.0111417 -0.00245282 0.00942909 -0.000261663
internal_weight=0 0.00855961 0.00753458 0.00644858 0.00337943 0.00230632 0.00306914 0.00200457
internal_count=3121 2854 2635 2192 1029 265 1163 901
is_linear=0
shrinkage=0.1


Tree=6136
num_leaves=7
num_cat=0
split_feature=48 1 4 0 42 4
split_gain=1.60611e-05 4.93669e-05 5.05782e-05 5.88529e-05 2.90239e-05 4.52128e-05
threshold=0.092475000000000016 0.111945 -0.0016099999999999997 -0.10224499999999999 0.086325000000000013 -0.084369999999999987
decision_type=2 2 2 2 2 2
left_child=1 2 4 -4 5 -1
right_child=-2 -3 3 -5 -6 -7
leaf_value=-0.0058887052258731155 0.0078232755240878454 0.012750099925022775 -0.032280371174145978 -6.0797736689362258e-05 -0.013668952283334819 0.01980969662929306
leaf_weight=0.0014778357868423918 0.0019975335248577086 0.0017166621124000995 0.0012916389704164255 0.0010104271179352245 0.0010288664426597038 0.0012755089767720676
leaf_count=466 365 374 214 363 680 659
internal_value=0 -0.00222627 -0.00645182 -0.0181385 0.000661354 0.00601628
internal_weight=0 0.00780094 0.00608428 0.00230207 0.00378221 0.00275334
internal_count=3121 2756 2382 577 1805 1125
is_linear=0
shrinkage=0.1


Tree=6137
num_leaves=9
num_cat=0
split_feature=0 16 16 16 1 49 15 0
split_gain=4.24366e-05 5.32493e-05 4.66688e-05 4.73881e-05 5.1825e-05 4.63552e-05 4.60686e-05 3.94702e-05
threshold=0.15398500000000004 0.26799500000000004 -0.008904999999999998 -0.065229999999999996 0.11551000000000002 -0.043469999999999995 0.088235000000000022 -0.060129999999999996
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 -1 -7 -4
right_child=-2 -3 7 -5 -6 6 -8 -9
leaf_value=0.0002018000870561874 0.00037703967913735027 -0.00043679137378916283 5.7909520549493063e-06 -0.00045790954179548949 0.00038534966507937222 -0.00042352155002394355 9.0490744348188158e-05 0.00052306585851358907
leaf_weight=0.0013406412022236875 0.0010048904584094446 0.0011796248747710557 0.0012101810629466915 0.0010573920157758848 0.0010563489305318819 0.0018655454642656829 0.0010463896027783481 0.0010673194934301983
leaf_count=161 60 349 544 444 237 792 386 148
internal_value=0 -4.60081e-05 7.32219e-06 -7.88517e-05 -3.35377e-06 -9.99085e-05 -0.000238814 0.000248205
internal_weight=0 0.00982344 0.00864382 0.00636632 0.00530893 0.00425258 0.00291194 0.0022775
internal_count=3121 3061 2712 2020 1576 1339 1178 692
is_linear=0
shrinkage=0.00196078


Tree=6138
num_leaves=8
num_cat=0
split_feature=42 43 42 2 52 2 3
split_gain=1.66698e-05 3.72715e-05 3.96947e-05 3.37365e-05 2.76537e-05 0.000120211 6.62423e-05
threshold=-1.0000000180025095e-35 -0.074359999999999996 0.082250000000000004 0.090050000000000005 0.10160000000000001 0.11215000000000001 0.090900000000000009
decision_type=2 2 2 2 2 2 2
left_child=-1 3 4 -2 5 6 -3
right_child=1 2 -4 -5 -6 -7 -8
leaf_value=-0.0093738393918670355 0.02504091110447966 0.0027965804187656007 -0.019423068361336435 0.00016695833597231934 -0.013062543704375817 -0.023020869212491302 0.034026704953683283
leaf_weight=0.0016369620403086657 0.0011143007405339843 0.0015543558664142102 0.0011144716657142829 0.0010677630564432357 0.0010279379312859299 0.001071462252635982 0.0012062718048182898
leaf_count=862 551 222 726 352 96 171 141
internal_value=0 0.00168377 -0.00240147 0.0128692 0.00150181 0.00540863 0.0164428
internal_weight=0 0.00815656 0.0059745 0.00218206 0.00486003 0.00383209 0.00276063
internal_count=3121 2259 1356 903 630 534 363
is_linear=0
shrinkage=0.1


Tree=6139
num_leaves=9
num_cat=0
split_feature=0 16 43 159 42 15 15 52
split_gain=3.91426e-05 5.46854e-05 4.03086e-05 4.46584e-05 6.72204e-05 5.01059e-05 6.0136e-05 6.29359e-05
threshold=0.15398500000000004 0.26799500000000004 0.08845500000000002 0.076905000000000015 0.08623500000000002 -0.11713499999999999 1.0000000180025095e-35 -0.0064899999999999992
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 -1 7 -7
right_child=-2 -3 -4 -5 -6 6 -8 -9
leaf_value=-0.00051531619159648785 0.00035489805321091292 -0.00044852872590771709 -0.00035359930248219794 0.00043324584756544449 0.00031658061860026564 -0.0002057533315105084 -0.00042216743440291385 0.00041517843004497358
leaf_weight=0.0010145445382464409 0.0010209434271130679 0.0011580286724198171 0.0010512440564241802 0.0010408254710339874 0.0017976147736693 0.0011265862540780203 0.0010262228593065979 0.001416872262645027
leaf_count=171 60 349 278 417 825 251 519 251
internal_value=0 -4.88685e-05 5.74835e-06 5.66414e-05 -4.77968e-06 -0.000130795 -2.15095e-05 0.000140146
internal_weight=0 0.00963194 0.00847391 0.00742267 0.00638184 0.00458423 0.00356968 0.00254346
internal_count=3121 3061 2712 2434 2017 1192 1021 502
is_linear=0
shrinkage=0.00196078


Tree=6140
num_leaves=8
num_cat=0
split_feature=159 1 2 12 151 16 16
split_gain=4.16877e-05 6.10837e-05 5.49697e-05 6.59907e-05 9.09802e-05 0.000147886 5.36656e-05
threshold=-1.0000000180025095e-35 0.12811000000000003 0.088225000000000012 0.092355000000000007 -0.0083949999999999979 -0.083134999999999987 -0.088394999999999987
decision_type=2 2 2 2 2 2 2
left_child=-1 2 6 4 -4 -6 -2
right_child=1 -3 3 -5 5 -7 -8
leaf_value=-0.00036540760598271745 -0.00059400720282885302 0.00045848238337922818 -0.0002607305338606976 -0.00027300309525609236 0.00081982657445315785 -1.3600961579336994e-05 -4.1412270312824244e-05
leaf_weight=0.0011041723670879152 0.0010495645929121833 0.0011631837817083412 0.0011744645392526747 0.0014558222158605506 0.0015337105852710929 0.0017554839990382516 0.0018967679949997444
leaf_count=509 310 237 233 482 190 321 839
internal_value=0 3.60094e-05 -1.94185e-05 8.95075e-05 0.00020774 0.000375016 -0.000238262
internal_weight=0 0.010029 0.00886581 0.00591948 0.00446366 0.00328919 0.00294633
internal_count=3121 2612 2375 1226 744 511 1149
is_linear=0
shrinkage=0.00196078


Tree=6141
num_leaves=8
num_cat=0
split_feature=4 0 1 2 3 3 16
split_gain=4.35614e-05 8.94843e-05 4.13676e-05 4.76109e-05 4.46415e-05 4.15577e-05 3.08288e-05
threshold=-0.49405499999999997 1.0000000180025095e-35 0.077565000000000009 0.10467500000000002 -0.074084999999999998 0.12178000000000001 -0.056919999999999991
decision_type=2 2 2 2 2 2 2
left_child=-1 2 -2 4 -4 -5 -6
right_child=1 -3 3 5 6 -7 -8
leaf_value=-0.00039296615151558889 -0.00028772130224834821 0.00053482317264127272 0.00015123171155903567 0.00047921916184816868 -4.8285791448241894e-05 -2.1395063936682887e-05 -0.00048529886556650004
leaf_weight=0.0010178667597793333 0.0019506905892132864 0.0012006410001590894 0.001714530506310449 0.0013741692304548615 0.0012805946076121736 0.0011893042913962253 0.0012042445123204753
leaf_count=156 1551 186 499 231 170 151 177
internal_value=0 3.29827e-05 -3.6166e-05 3.63932e-05 -9.21476e-05 0.000246963 -0.000260078
internal_weight=0 0.00991417 0.00871353 0.00676284 0.00419937 0.00256347 0.00248484
internal_count=3121 2965 2779 1228 846 382 347
is_linear=0
shrinkage=0.00196078


Tree=6142
num_leaves=8
num_cat=0
split_feature=50 4 16 52 1 3 3
split_gain=1.96256e-05 3.53377e-05 2.978e-05 3.94699e-05 5.42278e-05 4.51659e-05 3.17743e-05
threshold=0.088425000000000017 0.27834500000000006 -0.36241499999999999 -0.0064899999999999992 0.077565000000000009 0.090900000000000009 -0.082974999999999979
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 5 6 -4 -5
right_child=-2 -3 3 4 -6 -7 -8
leaf_value=-0.016921224047307726 -0.013428556462264936 0.017300852006555741 -0.018330394558107449 0.0095471114084650019 0.021985892338816829 0.0069067166787469035 -0.015132168093185714
leaf_weight=0.0010360415161260418 0.0010005203621372095 0.0011999435100036853 0.0016425173148674841 0.0010725604591402924 0.0016054668222069855 0.0012479098064259037 0.0010157404660648107
leaf_count=148 560 315 864 403 234 135 462
internal_value=0 0.00134998 -0.00116178 0.00131802 0.00816703 -0.00743455 -0.00245678
internal_weight=0 0.00882018 0.00762024 0.00658419 0.00369377 0.00289043 0.0020883
internal_count=3121 2561 2246 2098 1099 999 865
is_linear=0
shrinkage=0.1


Tree=6143
num_leaves=9
num_cat=0
split_feature=159 51 484 4 15 16 13 52
split_gain=4.61323e-05 6.3409e-05 7.39235e-05 8.89839e-05 6.90306e-05 4.82467e-05 0.000122805 3.86945e-05
threshold=-1.0000000180025095e-35 0.091630000000000003 0.084040000000000017 0.27834500000000006 -0.016799999999999995 0.19444000000000003 -0.0034749999999999994 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 3 4 7 6 -6 -2
right_child=1 -3 -4 -5 5 -7 -8 -9
leaf_value=-0.00038954988170886385 -0.0006608840739386313 0.00049824846317121836 0.0004820813241255371 0.00044107856920413941 0.00019332336787743115 0.00031761099436392086 -0.00058323277787728444 -0.00018624942897951628
leaf_weight=0.0010953944825937223 0.0012497603561448462 0.0010178372761197292 0.0010133233901784564 0.0010944170319061646 0.0018375713033794889 0.0012429718203602336 0.0013641811309828302 0.0014002835837477398
leaf_count=509 459 243 279 244 752 124 280 231
internal_value=0 3.38547e-05 -1.75092e-05 -7.93282e-05 -0.000159604 -1.02612e-05 -0.000137546 -0.000410087
internal_weight=0 0.0102203 0.00920251 0.00818919 0.00709477 0.00444472 0.00320175 0.00265004
internal_count=3121 2612 2369 2090 1846 1156 1032 690
is_linear=0
shrinkage=0.00196078


Tree=6144
num_leaves=8
num_cat=0
split_feature=50 15 47 3 42 1 49
split_gain=1.58361e-05 3.07996e-05 4.14671e-05 4.30352e-05 4.52556e-05 6.20069e-05 7.05075e-05
threshold=0.088425000000000017 -0.15026499999999995 0.096175000000000024 0.10542000000000001 0.091295000000000015 1.0000000180025095e-35 -0.006494999999999999
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 4 5 -3 -7
right_child=-2 2 -4 -5 -6 6 -8
leaf_value=0.017325828285910103 -0.012057786548622544 -0.023244123043612966 -0.01735503561557887 0.017970583165289343 0.014379551055051815 -0.015092361927359141 0.019672965629653698
leaf_weight=0.0010451885460790473 0.0010019930963838719 0.0014981788507792181 0.0012870012738380524 0.0013790592598572418 0.001275580406384879 0.0011322048307652217 0.0012034402468658134
leaf_count=326 560 1004 185 136 425 174 311
internal_value=0 0.00120868 -0.000957813 0.00229461 -0.00193643 -0.00736504 0.00282046
internal_weight=0 0.00882065 0.00777546 0.00648846 0.0051094 0.00383382 0.00233565
internal_count=3121 2561 2235 2050 1914 1489 485
is_linear=0
shrinkage=0.1


Tree=6145
num_leaves=9
num_cat=0
split_feature=0 16 52 160 0 4 16 0
split_gain=3.82378e-05 4.6123e-05 4.36217e-05 0.000117755 0.000106923 6.60406e-05 0.000137083 9.14359e-05
threshold=0.15398500000000004 0.26799500000000004 -0.046924999999999988 -1.0000000180025095e-35 -0.15202999999999997 -0.082109999999999975 -0.088159999999999988 -0.11756999999999999
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 4 -4 -1 -5 7 -7
right_child=-2 -3 3 5 -6 6 -8 -9
leaf_value=-0.00022379615868756302 0.0003608625515957491 -0.00040317569805944914 -0.0006315169587911921 0.00047579193856642861 0.00063816422006450252 -0.00018881415824416239 -0.00063343802733365883 0.00050853383618107743
leaf_weight=0.0010134764788587436 0.0010156949278090121 0.0011753320230561424 0.0011774813169356654 0.0011248919652065668 0.0012185342280153066 0.0014189553760051554 0.0011516752371701407 0.0014736738523327382
leaf_count=60 60 349 702 388 566 180 471 345
internal_value=0 -3.89027e-05 1.10048e-05 -7.19125e-05 0.000246779 5.55587e-05 -6.13259e-05 0.000166456
internal_weight=0 0.00975402 0.00857869 0.00634668 0.00223201 0.0051692 0.0040443 0.00289263
internal_count=3121 3061 2712 2086 626 1384 996 525
is_linear=0
shrinkage=0.00196078


Tree=6146
num_leaves=9
num_cat=0
split_feature=159 52 1 2 3 2 16 16
split_gain=6.18074e-05 4.19586e-05 6.99609e-05 4.93542e-05 0.000103914 0.000170703 6.54806e-05 5.14311e-05
threshold=-0.029685 -0.26636999999999994 0.11551000000000002 0.088225000000000012 -0.10831999999999999 0.10613000000000002 -0.079109999999999986 -0.091114999999999988
decision_type=2 2 2 2 2 2 2 2
left_child=-1 -2 3 6 -5 7 -3 -6
right_child=1 2 -4 4 5 -7 -8 -9
leaf_value=-0.00047223231187398638 -0.00033440878433765848 -0.00058681876537137404 0.0004818799801897113 0.00063241812401443386 0.00057269080488138934 -0.00053044950214746261 4.8873628645543856e-05 5.2090679048307202e-06
leaf_weight=0.001011319237203029 0.0010552089071496637 0.0010714266411814288 0.0014005053992035285 0.0011611750286438299 0.0012416746023639115 0.0016032640325482749 0.0014884536156929528 0.0012146948601649196
leaf_count=425 352 567 339 117 164 235 533 389
internal_value=0 3.58854e-05 7.84439e-05 5.82641e-06 0.000115178 -3.27684e-05 -0.000217193 0.000292066
internal_weight=0 0.0102364 0.00918119 0.00778069 0.00522081 0.00405963 0.00255988 0.00245637
internal_count=3121 2696 2344 2005 905 788 1100 553
is_linear=0
shrinkage=0.00196078


Tree=6147
num_leaves=8
num_cat=0
split_feature=0 16 52 12 1 12 4
split_gain=6.16171e-05 5.52082e-05 6.77482e-05 5.70281e-05 0.000100217 4.82482e-05 3.87114e-05
threshold=0.15398500000000004 0.26799500000000004 -0.081429999999999989 0.086850000000000024 0.088975000000000012 0.09334000000000002 0.033845000000000007
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 4 -4 -5 -6
right_child=-2 -3 3 5 6 -7 -8
leaf_value=0.00039973329841038233 0.00043369968241279734 -0.00044214469037551815 -0.00074202187680217594 0.00035606200907329537 0.00022267763241786345 -0.00011715690535958769 -0.00022117868276768434
leaf_weight=0.0013573008798981861 0.0010846235716052031 0.0012598730934069878 0.001079637114045618 0.0016409037289809459 0.0012249862347410694 0.0016728248554763537 0.0019710141919787446
leaf_count=458 60 349 587 660 153 556 298
internal_value=0 -5.78542e-05 -3.73824e-06 -7.58961e-05 -0.00022553 0.000117173 -5.10542e-05
internal_weight=0 0.0102065 0.00894667 0.00758937 0.00427564 0.00331373 0.003196
internal_count=3121 3061 2712 2254 1038 1216 451
is_linear=0
shrinkage=0.00196078


Tree=6148
num_leaves=8
num_cat=0
split_feature=133 160 52 133 13 13 4
split_gain=1.49925e-05 4.97489e-05 5.75656e-05 5.32959e-05 6.57262e-05 4.50698e-05 5.45912e-05
threshold=-0.085499999999999979 -1.0000000180025095e-35 0.11008000000000001 0.091410000000000005 -0.084034999999999985 0.10820000000000002 0.053180000000000012
decision_type=2 2 2 2 2 2 2
left_child=-1 -2 3 4 -3 6 -6
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leaf_value=0.010535999988858361 -0.016233489396363973 0.02444265882914768 0.023196841516063244 -0.022251389778436128 -0.023347370770986763 0.013373285469394681 0.0062705552464355444
leaf_weight=0.0011602997499112816 0.0018267583043168351 0.0010832398320327883 0.001109051452941167 0.0010336881672917903 0.0014791094917837779 0.0010939154556619765 0.0010743333398758066
leaf_count=488 866 330 143 387 621 119 167
internal_value=0 -0.00156542 0.00233298 -0.00168124 0.00281357 -0.00361012 -0.010886
internal_weight=0 0.0087001 0.00687334 0.00576429 0.0047306 0.00364736 0.00255344
internal_count=3121 2633 1767 1624 1237 907 788
is_linear=0
shrinkage=0.1


Tree=6149
num_leaves=10
num_cat=0
split_feature=48 48 157 16 15 3 52 3 2
split_gain=5.28702e-05 9.01892e-05 4.74881e-05 6.07543e-05 0.000104126 0.000120353 8.19607e-05 7.75814e-05 3.39333e-05
threshold=0.11951500000000001 0.092475000000000016 -0.06266999999999999 -0.15241499999999997 -0.016799999999999995 0.10542000000000001 0.08976000000000002 0.076840000000000006 0.092365000000000017
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 -1 8 7 6 -6 -5 -4
right_child=-2 -3 3 4 5 -7 -8 -9 -10
leaf_value=0.00036557919667428877 -0.00042058903787661398 0.00052927310277025143 0.00041849787043202863 -0.00018570676187632906 -0.00055344424659023125 0.00059873322308628464 0.00017129035284156873 -0.00090736254810868105 -6.9172791587984161e-05
leaf_weight=0.001023563985949375 0.0010721403998158905 0.0012555393066255209 0.0011872807110881751 0.001271247585600762 0.0012650742758962166 0.0010029871047712025 0.0011410728845845639 0.0010423563173006939 0.0010197225449859564
leaf_count=418 114 251 183 550 848 45 395 80 237
internal_value=0 3.71255e-05 -3.18893e-05 -8.31942e-05 -0.000189777 2.81093e-05 -0.000209752 -0.000510837 0.000193175
internal_weight=0 0.0102088 0.00895331 0.00792974 0.00572274 0.00340913 0.00240615 0.0023136 0.002207
internal_count=3121 3007 2756 2338 1918 1288 1243 630 420
is_linear=0
shrinkage=0.00196078


Tree=6150
num_leaves=9
num_cat=0
split_feature=15 0 16 12 16 1 2 12
split_gain=5.05313e-05 5.9976e-05 8.93402e-05 5.43793e-05 0.000116978 0.000101624 4.4824e-05 4.13172e-05
threshold=-0.24436499999999997 0.15398500000000004 0.26799500000000004 0.086700000000000013 -0.16075999999999999 0.094385000000000011 0.086285000000000014 0.092355000000000007
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 6 -6 -5
right_child=1 -3 -4 7 5 -7 -8 -9
leaf_value=0.00040233367429628948 -0.00074630040329762466 0.00038726212926433641 -0.00060924609538711187 0.00035675875804445163 3.4036083411903772e-05 0.00042492288303547129 -0.0005377832889537417 -6.8303303563847141e-05
leaf_weight=0.0010405388183805349 0.001045072519610786 0.0010741821819795659 0.0011671823768231874 0.0018408869326883093 0.0010064197896516558 0.0013396152722666729 0.0011065279370497437 0.0016829710202749008
leaf_count=253 169 55 332 693 420 230 305 664
internal_value=0 -5.11391e-05 -0.000102389 -2.86384e-05 -0.00017154 2.43748e-06 -0.00026542 0.000153752
internal_weight=0 0.0102629 0.00918868 0.00802149 0.00449764 0.00345256 0.00211295 0.00352386
internal_count=3121 2868 2813 2481 1124 955 725 1357
is_linear=0
shrinkage=0.00196078


Tree=6151
num_leaves=9
num_cat=0
split_feature=133 3 43 42 49 47 4 4
split_gain=6.45675e-05 6.7797e-05 4.37801e-05 6.79194e-05 6.31048e-05 5.6524e-05 0.000117063 6.64425e-05
threshold=0.10622000000000002 0.13524500000000003 0.08845500000000002 0.091295000000000015 -0.054319999999999993 0.090280000000000013 -0.059649999999999988 0.033845000000000007
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 6 -6 -8
right_child=-2 -3 -4 -5 5 -7 7 -9
leaf_value=-0.0004124162564149376 -0.00047080676740891277 0.00044328814344775537 -0.00036085545156597053 0.0004294652333907519 -0.00023497519342133763 -0.00025345197549931378 0.00084920532759800169 0.00015116463370846257
leaf_weight=0.0014153354715417945 0.0010144430365800457 0.0014351180331049996 0.0012201213192579051 0.0014035602538070126 0.001455578652846973 0.0015793398053850416 0.0010148888554434418 0.0010844444007887808
leaf_count=255 435 183 258 394 703 177 492 224
internal_value=0 4.69839e-05 -1.50162e-05 3.80403e-05 -4.58411e-05 5.5211e-05 0.000192341 0.000488621
internal_weight=0 0.0106084 0.00917327 0.00795315 0.00654959 0.00513425 0.00355491 0.00209933
internal_count=3121 2686 2503 2245 1851 1596 1419 716
is_linear=0
shrinkage=0.00196078


Tree=6152
num_leaves=7
num_cat=0
split_feature=484 160 133 42 16 16
split_gain=1.77843e-05 3.12503e-05 4.98831e-05 4.69643e-05 4.63985e-05 8.76841e-05
threshold=0.084040000000000017 -1.0000000180025095e-35 -1.0000000180025095e-35 0.088060000000000013 -0.36241499999999999 -0.056919999999999991
decision_type=2 2 2 2 2 2
left_child=1 -1 -3 4 -4 -6
right_child=-2 2 3 -5 5 -7
leaf_value=-0.016796323954761924 0.012045403084311084 -0.019726808218211104 -0.019498815090067487 0.018322656300790576 0.018977339468776583 -0.011083075548317233
leaf_weight=0.0011745281913819643 0.0010695935165383535 0.0010323810039134483 0.0010648752465942882 0.0016849820600817866 0.0019560427724161326 0.0019256187676250083
leaf_count=632 368 709 159 485 316 452
internal_value=0 -0.0016072 0.000720608 0.00390382 -0.0010078 0.00406494
internal_weight=0 0.00883843 0.0076639 0.00663152 0.00494654 0.00388166
internal_count=3121 2753 2121 1412 927 768
is_linear=0
shrinkage=0.1


Tree=6153
num_leaves=8
num_cat=0
split_feature=43 13 16 16 151 1 3
split_gain=1.72905e-05 3.94979e-05 6.15469e-05 5.12627e-05 4.696e-05 5.52807e-05 6.02695e-05
threshold=-0.27207999999999993 0.086705000000000018 0.22339500000000004 -0.008904999999999998 -0.044604999999999992 0.10752500000000002 -0.059315
decision_type=2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 6 -6
right_child=1 -3 -4 -5 5 -7 -8
leaf_value=-0.012568976484678935 -0.021790322490655489 0.019815589539127997 -0.023220243693144654 0.018014829873357122 -0.020454714570601829 0.019863415009929389 0.0083723359580276293
leaf_weight=0.0010025308016025644 0.0010081011424958935 0.0010183653022540736 0.0010856260456794178 0.0016087346759088919 0.0013785252355907832 0.0012490675282223634 0.0015304748167286092
leaf_count=144 269 206 332 575 1172 248 175
internal_value=0 0.00128533 -0.00111535 0.00242679 -0.00242729 0.00226717 -0.00528831
internal_weight=0 0.00887889 0.00786053 0.0067749 0.00516617 0.00415807 0.002909
internal_count=3121 2977 2771 2439 1864 1595 1347
is_linear=0
shrinkage=0.1


Tree=6154
num_leaves=9
num_cat=0
split_feature=14 15 0 52 52 15 0 4
split_gain=5.36268e-05 6.63942e-05 5.88736e-05 7.52068e-05 0.000120404 5.51768e-05 6.18402e-05 5.51747e-05
threshold=-1.0000000180025095e-35 -0.10653 0.15398500000000004 0.10160000000000001 0.0031350000000000002 -0.092489999999999989 -0.10011499999999998 -0.025314999999999994
decision_type=2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 5 -3 -7 -8
right_child=1 2 -4 -5 -6 6 7 -9
leaf_value=-0.00042398596605439125 0.0004206432100599305 -0.00050823781281200589 0.00040014843548139201 -0.0005666247884240029 0.0005780576549069854 0.00025334408031493013 2.261053738286714e-05 -0.00057328998759180287
leaf_weight=0.0010544074452955394 0.0015055982063902637 0.0011570026877328202 0.0010925652252601337 0.0010770787619219591 0.0011188811898420288 0.0017786634793745884 0.0014273490055026229 0.0010273578507559221
leaf_count=161 388 161 55 456 517 218 650 515
internal_value=0 4.05387e-05 -2.5401e-05 -8.66876e-05 -7.27298e-06 -0.00012877 -2.50597e-05 -0.000226789
internal_weight=0 0.0101845 0.0086789 0.00758633 0.00650925 0.00539037 0.00423337 0.00245471
internal_count=3121 2960 2572 2517 2061 1544 1383 1165
is_linear=0
shrinkage=0.00196078


Tree=6155
num_leaves=8
num_cat=0
split_feature=0 3 2 47 4 49 2
split_gain=1.65422e-05 3.60254e-05 3.55246e-05 3.29327e-05 4.50689e-05 4.45517e-05 4.28486e-05
threshold=-0.062294999999999996 0.076840000000000006 0.095195000000000016 0.087235000000000021 -0.04890499999999999 -0.054319999999999993 0.092365000000000017
decision_type=2 2 2 2 2 2 2
left_child=3 2 -2 4 -1 -6 -7
right_child=1 -3 -4 -5 5 6 -8
leaf_value=-0.014891016928349925 0.025435981005291954 -0.0086622517144916839 -0.0001258804209902385 -0.014851560630076387 -0.0077334727006912879 0.030545727211485043 0.0028007034853165381
leaf_weight=0.0012747721486008551 0.0011350576479586716 0.0011537329318302121 0.0010435111905950814 0.0017325945491222898 0.001293702770741696 0.0010314860637630429 0.0012091162822703053
leaf_count=1018 176 126 293 304 263 470 471
internal_value=0 0.00562555 0.0131921 -0.00303062 0.00122818 0.00704213 0.0155734
internal_weight=0 0.0033323 0.00217857 0.00654167 0.00480908 0.00353431 0.0022406
internal_count=3121 595 469 2526 2222 1204 941
is_linear=0
shrinkage=0.1


Tree=6156
num_leaves=7
num_cat=0
split_feature=133 160 42 4 4 16
split_gain=1.57133e-05 4.68901e-05 3.5489e-05 4.26865e-05 7.12876e-05 8.23178e-05
threshold=-0.085499999999999979 -0.079874999999999988 0.088060000000000013 0.24564500000000003 0.033845000000000007 -0.029084999999999996
decision_type=2 2 2 2 2 2
left_child=-1 -2 3 4 5 -3
right_child=1 2 -4 -5 -6 -7
leaf_value=0.010798683764803228 -0.018513415829983171 0.017822018683526102 0.013941848928677681 0.014969800722922699 -0.026438107034788733 -0.01475692142358674
leaf_weight=0.0011668461628232063 0.0013735167442036813 0.0015442736726771877 0.0017720733808482452 0.0011354981516056989 0.0012996219608342788 0.001558060337779777
leaf_count=488 593 526 652 210 137 515
internal_value=0 -0.00156097 0.00162453 -0.00231721 -0.00677645 0.00146016
internal_weight=0 0.00868304 0.00730953 0.00553745 0.00440196 0.00310233
internal_count=3121 2633 2040 1388 1178 1041
is_linear=0
shrinkage=0.1


Tree=6157
num_leaves=8
num_cat=0
split_feature=4 0 1 2 0 1 16
split_gain=3.48839e-05 9.54706e-05 3.32635e-05 4.19725e-05 0.000103961 6.63777e-05 4.39452e-05
threshold=-0.49405499999999997 1.0000000180025095e-35 0.077565000000000009 1.0000000180025095e-35 -0.14116499999999996 0.11061500000000002 -0.056919999999999991
decision_type=2 2 2 2 2 2 2
left_child=-1 2 -2 6 5 -5 -4
right_child=1 -3 3 4 -6 -7 -8
leaf_value=-0.00035301096094513695 -0.00027078026876526274 0.00055465085214140373 6.0973935782367733e-05 0.00018236192150533452 0.00068525285786794413 -0.00042955938195687047 -0.00044683093933957916
leaf_weight=0.0010088172159770743 0.0018992225922919758 0.0011728465100951718 0.001452176608206325 0.0019053519870208344 0.0010349039348333125 0.001061085410128353 0.0011938612213378882
leaf_count=156 1551 186 349 244 250 85 300
internal_value=0 3.00608e-05 -4.19285e-05 2.34568e-05 0.000150158 -3.65204e-05 -0.000168142
internal_weight=0 0.00971945 0.0085466 0.00664738 0.00400134 0.00296644 0.00264604
internal_count=3121 2965 2779 1228 579 329 649
is_linear=0
shrinkage=0.00196078


Tree=6158
num_leaves=8
num_cat=0
split_feature=0 16 16 12 2 2 48
split_gain=5.11929e-05 4.93588e-05 4.87295e-05 4.45136e-05 5.49585e-05 7.63406e-05 0.000117442
threshold=0.15398500000000004 0.26799500000000004 0.013515000000000001 0.090695000000000012 0.088225000000000012 0.092755000000000018 0.097025000000000014
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 4 -1 -6 -7
right_child=-2 -3 -4 -5 5 6 -8
leaf_value=-0.00024822370189075418 0.00041180412487444991 -0.00042283667172434862 0.00031153132957336121 -0.0003306956736317863 0.00056947349519074976 -0.00052444486852931292 0.0004016414075944513
leaf_weight=0.0018069954044664647 0.0010348467590013807 0.001179990303735245 0.001616589712182699 0.0018114379181875095 0.0012093918886283551 0.0010245173070416425 0.0010830124749500888
leaf_count=989 60 349 383 707 209 325 99
internal_value=0 -4.69076e-05 4.96273e-06 -6.64966e-05 2.69047e-05 0.000176789 -4.85498e-05
internal_weight=0 0.00973194 0.00855194 0.00693535 0.00512392 0.00331692 0.00210753
internal_count=3121 3061 2712 2329 1622 633 424
is_linear=0
shrinkage=0.00196078


Tree=6159
num_leaves=8
num_cat=0
split_feature=159 3 43 16 15 4 2
split_gain=5.15437e-05 4.43255e-05 3.72717e-05 3.81563e-05 4.93832e-05 4.21345e-05 4.88219e-05
threshold=-0.029685 0.13524500000000003 0.08845500000000002 -0.092484999999999984 -0.10203999999999998 0.0061450000000000003 0.08919500000000001
decision_type=2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 6 -5
right_child=1 -3 -4 5 -6 -7 -8
leaf_value=-0.00043402887320981439 0.00016833334047414752 0.00034229028248521825 -0.00035851277209131369 0.00021298121903641856 -0.00038681861202131409 0.00035461459370806129 -0.00027688078787869205
leaf_weight=0.0010004968127182131 0.0010196260232421522 0.0015113821634527074 0.0011018041295266269 0.0016897380161063173 0.0015564275132593812 0.0019232215745555274 0.0014564288430029175
leaf_count=425 206 174 249 997 285 207 578
internal_value=0 3.22197e-05 -2.13554e-05 2.72332e-05 -0.000167084 0.000125977 -1.37865e-05
internal_weight=0 0.0102586 0.00874725 0.00764544 0.00257605 0.00506939 0.00314617
internal_count=3121 2696 2522 2273 491 1782 1575
is_linear=0
shrinkage=0.00196078


Tree=6160
num_leaves=8
num_cat=0
split_feature=16 12 403 49 52 3 1
split_gain=1.68183e-05 3.57566e-05 4.15383e-05 6.5455e-05 7.90075e-05 6.60002e-05 9.5225e-05
threshold=0.38525000000000004 0.10124000000000001 0.03138500000000001 -0.080859999999999987 0.0031350000000000002 -0.063074999999999978 0.10612500000000001
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 -1 5 -5 -7
right_child=-2 -3 -4 4 -6 6 -8
leaf_value=0.020005685246000684 0.010019492189714409 -0.019062873225800719 0.019134059650513471 -0.036727634483319095 0.011883272251570645 0.0098886212431728415 -0.02781830250763144
leaf_weight=0.0010850086918836148 0.0014084618222892373 0.0010490214095953739 0.0010457290599170058 0.0010085267456545976 0.001566768347479831 0.0015159512219406332 0.001199824235934397
leaf_count=201 311 341 297 748 815 187 221
internal_value=0 -0.00178151 0.000661094 -0.00236862 -0.00695679 -0.0148826 -0.00677022
internal_weight=0 0.00847083 0.00742181 0.00637608 0.00529107 0.0037243 0.00271578
internal_count=3121 2810 2469 2172 1971 1156 408
is_linear=0
shrinkage=0.1


Tree=6161
num_leaves=10
num_cat=0
split_feature=133 16 52 0 160 2 48 2 4
split_gain=0.000105945 8.77874e-05 9.91498e-05 9.20917e-05 8.3044e-05 6.99865e-05 6.79086e-05 0.000106615 6.58925e-05
threshold=0.10622000000000002 0.013515000000000001 0.096795000000000006 -0.053834999999999994 -1.0000000180025095e-35 0.088475000000000012 0.10668000000000001 0.096325000000000008 0.053180000000000012
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 4 3 -3 -1 8 7 -7 -6
right_child=-2 2 -4 -5 5 6 -8 -9 -10
leaf_value=-0.00052294256430165313 -0.00060719036049845289 0.0005022287198254903 0.0007991022875625636 -0.00025586725002443167 -0.00059288465949329028 0.00048324051081336303 0.00060363571290313013 -0.00036044300164171021 8.2438241737157268e-05
leaf_weight=0.0013180134246515533 0.001042217567706792 0.0011183064089363079 0.0010664864903656623 0.0013717874806927245 0.0010854917128700842 0.0010286491885723365 0.0010897529307801225 0.0013082622974635934 0.0011376742077012945
leaf_count=656 435 324 89 272 624 190 80 332 119
internal_value=0 4.81925e-05 0.000298849 8.45952e-05 -7.97498e-05 2.36399e-05 0.00019942 1.09251e-05 -0.000247298
internal_weight=0 0.0105244 0.00355658 0.00249009 0.00696784 0.00564983 0.00342666 0.00233691 0.00222317
internal_count=3121 2686 685 596 2001 1345 602 522 743
is_linear=0
shrinkage=0.00196078


Tree=6162
num_leaves=8
num_cat=0
split_feature=2 52 52 13 43 13 52
split_gain=1.65292e-05 4.13011e-05 6.0295e-05 3.8732e-05 3.70209e-05 4.94216e-05 3.94874e-05
threshold=0.099185000000000009 0.10744000000000002 -0.057699999999999994 -0.086589999999999986 -0.074359999999999996 -0.0034749999999999994 -0.0064899999999999992
decision_type=2 2 2 2 2 2 2
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right_child=1 -3 -4 4 6 -7 -8
leaf_value=-0.019613079725704238 0.018291923617476027 0.021432393343898494 -0.011705993312188936 0.026237702005099964 -0.022697671885437892 -0.0043045837273817901 0.0028331378382460671
leaf_weight=0.0011891165219062869 0.0010245835900141646 0.0010913657598981903 0.0019363054891764087 0.0010176718182374688 0.0010251333534069609 0.0011051406780519886 0.0014809838731274115
leaf_count=482 375 199 345 532 238 235 715
internal_value=0 0.0048037 -0.00132554 -0.00351499 0.000620422 0.0103373 -0.0076103
internal_weight=0 0.00405225 0.00296089 0.00581805 0.00462893 0.00212281 0.00250612
internal_count=3121 919 720 2202 1720 767 953
is_linear=0
shrinkage=0.1


Tree=6163
num_leaves=7
num_cat=0
split_feature=3 51 0 0 3 0
split_gain=1.63389e-05 2.84403e-05 3.18133e-05 4.10216e-05 3.40393e-05 3.00346e-05
threshold=0.13524500000000003 0.087505000000000013 -0.17169499999999996 -0.084269999999999984 -0.088084999999999983 -0.10607499999999999
decision_type=2 2 2 2 2 2
left_child=1 2 -1 5 -5 -4
right_child=-2 -3 3 4 -6 -7
leaf_value=0.014587900390130354 0.0098224745614814615 -0.015817846526517878 -0.001394090200433888 0.014709713930333877 -0.0049705130598567404 -0.024100717644396159
leaf_weight=0.0013321659083207014 0.0014226907899436503 0.0012296814475487063 0.0011567098143091415 0.0016563333898941181 0.0018723329224507937 0.0011735231812686295
leaf_count=134 192 373 248 450 942 782
internal_value=0 -0.00176409 0.000639117 -0.00253248 0.00426726 -0.0128293
internal_weight=0 0.00842075 0.00719107 0.0058589 0.00352867 0.00233023
internal_count=3121 2929 2556 2422 1392 1030
is_linear=0
shrinkage=0.1


Tree=6164
num_leaves=8
num_cat=0
split_feature=457 160 1 403 15 12 16
split_gain=1.63152e-05 3.40895e-05 4.21527e-05 5.18864e-05 9.82678e-05 5.34185e-05 4.60361e-05
threshold=0.069910000000000014 0.041220000000000007 0.12811000000000003 0.03138500000000001 1.0000000180025095e-35 0.090840000000000018 -0.056919999999999991
decision_type=2 2 2 2 2 2 2
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right_child=-2 -3 -4 -5 -6 -7 -8
leaf_value=0.022227880651240754 0.010513339957308875 -0.018515548586756688 0.018433806052974188 0.017280724853385519 -0.033302810278746951 -0.01383550469918381 -0.0046127627777141468
leaf_weight=0.0013352576931471008 0.0012662379546305716 0.001051090559290313 0.0011387195675893599 0.0011017221855579885 0.0010912470908211553 0.0016163837067734626 0.0012255165260377978
leaf_count=305 267 361 223 300 857 405 403
internal_value=0 -0.0016484 0.000712672 -0.00245515 -0.00658229 0.000398225 0.00938268
internal_weight=0 0.00855994 0.00750885 0.00637013 0.00526841 0.00417716 0.00256077
internal_count=3121 2854 2493 2270 1970 1113 708
is_linear=0
shrinkage=0.1


Tree=6165
num_leaves=8
num_cat=0
split_feature=16 15 47 151 13 1 2
split_gain=1.52644e-05 4.75008e-05 5.70986e-05 4.8586e-05 4.92048e-05 0.000129459 4.69406e-05
threshold=-0.48836499999999994 -0.11713499999999999 0.09550500000000002 -0.0052199999999999989 -0.0034749999999999994 0.080000000000000016 0.090675000000000019
decision_type=2 2 2 2 2 2 2
left_child=-1 -2 3 -3 6 -6 -5
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leaf_value=0.0092658912602856074 -0.0213287481395265 0.014350089974125308 0.02061147558936989 0.017932133624117063 0.0063240407161673333 -0.03984224959685484 -0.0108779741436308
leaf_weight=0.0014844690573942764 0.001077692818591258 0.0012841855464573917 0.0012502219862078768 0.0010915839514269948 0.0011781818929959529 0.00125381567894483 0.0011735185219672619
leaf_count=274 345 397 169 871 334 266 465
internal_value=0 -0.0017431 0.0011757 -0.00288681 -0.00759938 -0.017477 0.00300601
internal_weight=0 0.0083092 0.00723151 0.00598129 0.0046971 0.002432 0.0022651
internal_count=3121 2847 2502 2333 1936 600 1336
is_linear=0
shrinkage=0.1


Tree=6166
num_leaves=10
num_cat=0
split_feature=42 159 47 2 1 48 43 0 3
split_gain=8.38688e-05 9.1988e-05 0.000121151 9.56397e-05 9.05577e-05 0.000158515 0.000131311 6.90313e-05 2.26048e-05
threshold=0.10306000000000001 -1.0000000180025095e-35 0.11069000000000002 0.089775000000000008 0.11181500000000001 0.090885000000000007 0.05259500000000001 -0.077999999999999986 -0.075944999999999985
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 3 7 5 6 -5 8 -3
right_child=-2 2 -4 4 -6 -7 -8 -9 -10
leaf_value=-0.00049121733863911963 -0.00054337756477540239 -0.00065279190873729093 0.00071374328211977294 -0.00023607864971484773 -0.00032607927381049479 0.00094052564137016704 0.00057352320842638123 0.00016777216419999643 -0.0002486706600126372
leaf_weight=0.0010964918478588515 0.0010110244330607367 0.0010288806108789059 0.001122435903434916 0.001914855662830934 0.0010599397289883274 0.0011415444563709323 0.0012885172025753524 0.0010639403878105547 0.001102260785052489
leaf_count=471 336 843 120 549 173 137 118 230 144
internal_value=0 4.71616e-05 0.00010788 2.88049e-05 0.000187788 0.000313145 8.95737e-05 -0.000240133 -0.000443774
internal_weight=0 0.0108189 0.00972237 0.00859994 0.00540486 0.00434492 0.00320337 0.00319508 0.00213114
internal_count=3121 2785 2314 2194 977 804 667 1217 987
is_linear=0
shrinkage=0.00196078


Tree=6167
num_leaves=8
num_cat=0
split_feature=131 150 16 12 0 12 16
split_gain=1.73851e-05 3.44126e-05 5.15733e-05 7.68458e-05 7.26501e-05 5.09276e-05 3.54108e-05
threshold=0.081165000000000001 0.090735000000000024 0.0065250000000000004 0.090020000000000017 -0.084384999999999988 0.09141500000000001 -0.095564999999999983
decision_type=2 2 2 2 2 2 2
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right_child=-2 -3 5 -5 -6 -7 -8
leaf_value=0.0015414121072935601 -0.012400587262581461 0.018156796239109898 -0.002559749581905876 -0.029494211250559045 0.022857150473137505 0.024399637094200146 -0.021533822136210409
leaf_weight=0.0015022770758714122 0.0010241070561120202 0.0010717114544404457 0.001530158737645114 0.0011737522290145835 0.0010025247422909174 0.0012926346922227968 0.0011932791932751895
leaf_count=290 504 238 333 599 353 282 522
internal_value=0 0.0013686 -0.000969674 -0.00720145 -0.000125842 0.00978569 -0.00867362
internal_weight=0 0.00876634 0.00769463 0.00487183 0.00369808 0.00282279 0.00269556
internal_count=3121 2617 2379 1764 1165 615 812
is_linear=0
shrinkage=0.1


Tree=6168
num_leaves=8
num_cat=0
split_feature=4 0 157 160 52 0 48
split_gain=3.86801e-05 0.000108233 4.7732e-05 7.24629e-05 5.32415e-05 7.82038e-05 8.68736e-05
threshold=-0.49405499999999997 1.0000000180025095e-35 -0.05495499999999999 -1.0000000180025095e-35 0.08976000000000002 -0.10011499999999998 0.086260000000000017
decision_type=2 2 2 2 2 2 2
left_child=-1 2 -2 -4 5 6 -5
right_child=1 -3 3 4 -6 -7 -8
leaf_value=-0.0003692960799440932 0.00035224793090755029 0.00058354098678821821 -0.00058557311924399384 0.00033341614301900778 0.00034661401438912707 -0.00044190687452577731 -0.00028552558353814084
leaf_weight=0.0010284702146607901 0.0010174744850411782 0.0011941931350146545 0.0010223487415035246 0.0019778607609023113 0.0012124911167950428 0.0017951740019099419 0.0015591543205776132
leaf_count=156 405 186 580 263 320 1063 148
internal_value=0 3.04583e-05 -4.64812e-05 -0.000100095 -2.4258e-05 -0.000108591 6.058e-05
internal_weight=0 0.0097787 0.0085845 0.00756703 0.00654468 0.00533219 0.00353702
internal_count=3121 2965 2779 2374 1794 1474 411
is_linear=0
shrinkage=0.00196078


Tree=6169
num_leaves=8
num_cat=0
split_feature=131 159 15 12 52 42 4
split_gain=1.41059e-05 2.98389e-05 6.12424e-05 4.67917e-05 5.87833e-05 4.78129e-05 3.48473e-05
threshold=0.081165000000000001 0.076905000000000015 -0.11713499999999999 0.086305000000000007 0.0031350000000000002 0.08623500000000002 0.033845000000000007
decision_type=2 2 2 2 2 2 2
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right_child=-2 -3 3 5 -6 -7 -8
leaf_value=-0.021193988114678874 -0.011172910788707965 0.016204503345218797 -0.0029340429940017867 0.0014654067591746752 0.015087431925029988 0.02876623153785365 -0.026462410476246919
leaf_weight=0.0012588791468644582 0.0010244948989464467 0.0011549226804346358 0.0015610095038442668 0.0014928304493589111 0.0011048470605558042 0.0011248721421060167 0.0010548628691368557
leaf_count=280 504 447 393 545 264 586 102
internal_value=0 0.00122886 -0.0010477 0.00295357 -0.0042532 0.013197 -0.012422
internal_weight=0 0.00875222 0.0075973 0.00633842 0.00372072 0.0026177 0.00261587
internal_count=3121 2617 2170 1890 759 1131 495
is_linear=0
shrinkage=0.1


Tree=6170
num_leaves=8
num_cat=0
split_feature=1 43 3 12 2 12 0
split_gain=1.79011e-05 2.97012e-05 3.98836e-05 2.92893e-05 4.58957e-05 3.33408e-05 3.1395e-05
threshold=0.104035 -0.080084999999999976 0.12178000000000001 0.088245000000000004 0.092365000000000017 0.096295000000000019 -0.13027499999999997
decision_type=2 2 2 2 2 2 2
left_child=3 -2 -3 4 6 -5 -1
right_child=1 2 -4 5 -6 -7 -8
leaf_value=0.011853953810957624 -0.0089647900644055003 0.020863590391689779 -0.0037132041086834801 0.012926801399682048 -0.025119829274411223 -0.0099039846393013595 -0.013033467374062406
leaf_weight=0.001010784977682934 0.0010514512878729513 0.0016148003137854148 0.0011170912275669893 0.0016743883191863943 0.0012285651856977289 0.0010350326393837258 0.0010167297615531609
leaf_count=126 187 324 180 745 254 455 850
internal_value=0 0.00531712 0.010814 -0.00347624 -0.00986802 0.00420516 -0.000626242
internal_weight=0 0.00378334 0.00273189 0.0059655 0.00325608 0.00270942 0.00202751
internal_count=3121 691 504 2430 1230 1200 976
is_linear=0
shrinkage=0.1


Tree=6171
num_leaves=8
num_cat=0
split_feature=52 2 1 0 133 1 12
split_gain=1.58987e-05 2.86182e-05 4.75706e-05 8.11286e-05 4.20281e-05 4.47583e-05 9.03027e-05
threshold=0.15116000000000002 0.099185000000000009 0.11181500000000001 -0.033209999999999996 -1.0000000180025095e-35 0.10752500000000002 0.084100000000000022
decision_type=2 2 2 2 2 2 2
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right_child=-2 2 -4 -5 5 -7 -8
leaf_value=-0.021704984745078745 -0.011579266815784093 0.03666142250790546 -0.0071553619197693057 -0.001844813139804116 0.010056922756388247 0.018819184114034271 -0.023995265511097888
leaf_weight=0.0010025040310450402 0.0010663624421814516 0.0010899145097034001 0.0012446153059264328 0.0010987495656129154 0.0017732148415312177 0.0010632314243232584 0.0013886492036922821
leaf_count=692 377 383 276 143 335 177 738
internal_value=0 0.00136095 0.00845406 0.0173306 -0.00329752 0.00107009 -0.00489835
internal_weight=0 0.00866088 0.00343328 0.00218866 0.0052276 0.0042251 0.00316186
internal_count=3121 2744 802 526 1942 1250 1073
is_linear=0
shrinkage=0.1


Tree=6172
num_leaves=8
num_cat=0
split_feature=3 12 52 133 52 4 4
split_gain=1.61445e-05 2.3812e-05 6.08946e-05 6.92919e-05 7.72024e-05 8.34984e-05 5.08947e-05
threshold=0.13524500000000003 -0.010834999999999999 0.11125500000000001 1.0000000180025095e-35 -0.0064899999999999992 0.0061450000000000003 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 4 5 -3 -6
right_child=-2 2 -4 -5 6 -7 -8
leaf_value=0.012423863887117871 0.0098406442612633208 -0.027006512368826376 -0.026217512588730792 -0.023009616370421856 0.031954173185429223 0.011922693861779804 0.0048793338418919021
leaf_weight=0.0010389291707811766 0.0014101387994364693 0.0012051037098355869 0.0010352927987545288 0.0010825831695773589 0.0011464101243542004 0.0010150422541667413 0.0017604598500778827
leaf_count=341 192 458 446 789 548 106 241
internal_value=0 -0.00173426 -0.00376455 -2.10923e-05 0.004833 -0.00920823 0.0155571
internal_weight=0 0.00828382 0.00724489 0.0062096 0.00512702 0.00222015 0.00290687
internal_count=3121 2929 2588 2142 1353 564 789
is_linear=0
shrinkage=0.1


Tree=6173
num_leaves=9
num_cat=0
split_feature=0 16 48 1 48 4 0 15
split_gain=4.25151e-05 6.09333e-05 4.39648e-05 7.83914e-05 6.38693e-05 8.13496e-05 8.58437e-05 5.65362e-05
threshold=0.15398500000000004 0.26799500000000004 0.11951500000000001 0.111945 0.091545000000000015 -0.0016099999999999997 -0.10224499999999999 0.084050000000000014
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 7 -7 -1
right_child=-2 -3 -4 -5 -6 6 -8 -9
leaf_value=0.00030672543772932847 0.0003628460991388453 -0.00046212976957946437 -0.00037008345381767837 0.00048333831862123501 0.00039033205217106181 -0.00076490503782419307 -1.2495366777780415e-06 -0.00026225994860880792
leaf_weight=0.0017913461563848713 0.0010652020410890665 0.0012075209560870317 0.0010406093198092534 0.0013756479619711501 0.0011213016129138914 0.0011956742092079399 0.0010745619864594926 0.0010739113228547784
leaf_count=640 60 349 106 330 204 205 289 938
internal_value=0 -4.94579e-05 7.99702e-06 5.95446e-05 -3.36326e-05 -0.000126203 -0.000403447 9.34672e-05
internal_weight=0 0.00988057 0.00867305 0.00763244 0.0062568 0.00513549 0.00227024 0.00286526
internal_count=3121 3061 2712 2606 2276 2072 494 1578
is_linear=0
shrinkage=0.00196078


Tree=6174
num_leaves=9
num_cat=0
split_feature=0 16 16 1 16 0 0 49
split_gain=3.81334e-05 6.84863e-05 6.09129e-05 4.92009e-05 4.03044e-05 9.85363e-05 3.88092e-05 3.25253e-05
threshold=0.15398500000000004 0.26799500000000004 0.013515000000000001 1.0000000180025095e-35 -0.056919999999999991 -0.14920999999999998 -0.10151999999999999 -0.0060549999999999988
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 7 -7 -5
right_child=-2 -3 -4 4 -6 6 -8 -9
leaf_value=-0.00035796022214344659 0.00034405424164625303 -0.00048928253010095798 0.00035797087430749445 5.2817831557517302e-05 -0.00030206994251430019 0.00068005741474175317 0.00014466884010513119 -0.00042777474068557121
leaf_weight=0.0016846080999172626 0.0010574157516388587 0.0011879765939464002 0.0016018288320540494 0.0011226922304114146 0.001136335281809034 0.0010642508919542805 0.00101890674139381 0.0010456848987030337
leaf_count=1265 60 349 383 85 289 120 448 122
internal_value=0 -4.77564e-05 1.27121e-05 -6.54847e-05 2.59627e-05 0.000113638 0.00041819 -0.000178945
internal_weight=0 0.00986228 0.00867431 0.00707248 0.00538787 0.00425153 0.00208316 0.00216838
internal_count=3121 3061 2712 2329 1064 775 568 207
is_linear=0
shrinkage=0.00196078


Tree=6175
num_leaves=8
num_cat=0
split_feature=0 12 47 4 49 15 47
split_gain=1.54002e-05 3.43534e-05 3.09267e-05 4.72648e-05 4.77878e-05 4.95505e-05 2.24586e-05
threshold=-0.019414999999999998 0.084535000000000013 0.087235000000000021 -0.059649999999999988 -0.054319999999999993 -0.095869999999999983 0.11069000000000002
decision_type=2 2 2 2 2 2 2
left_child=2 -2 3 -1 -5 -6 -4
right_child=1 -3 6 4 5 -7 -8
leaf_value=-0.013227606737439425 0.020883889406642559 -0.0036432657946263314 -0.022417872066437701 -0.0070541645930619137 -0.00046582769167831481 0.028730113326011365 -0.001896049139706781
leaf_weight=0.0014913004201538823 0.0010116252873842257 0.0013112254787757955 0.0010973259120012728 0.0013712982634514646 0.0010075050868227694 0.0013741573017781977 0.0010374494145310295
leaf_count=1015 200 165 208 289 329 760 155
internal_value=0 0.00703856 -0.00229787 0.00183261 0.00781703 0.0163795 -0.0124448
internal_weight=0 0.00232285 0.00737904 0.00524426 0.00375296 0.00238166 0.00213478
internal_count=3121 365 2756 2393 1378 1089 363
is_linear=0
shrinkage=0.1


Tree=6176
num_leaves=9
num_cat=0
split_feature=4 0 157 16 15 151 1 2
split_gain=4.66643e-05 9.25038e-05 3.96441e-05 6.28936e-05 0.000154878 6.96639e-05 0.000111624 4.55108e-05
threshold=-0.49405499999999997 -1.0000000180025095e-35 -0.051074999999999988 -0.056919999999999991 -0.016799999999999995 -0.0083949999999999979 0.090405000000000013 0.090425000000000019
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 -2 5 -5 -4 -7 -8
right_child=1 -3 3 4 -6 6 7 -9
leaf_value=-0.00040512234763568109 0.00033339636771800222 0.00055550216253996319 -0.00040235987481599219 -0.00080049814515423983 0.00021527255193073142 -0.00024484630943517476 0.00015160223944263174 0.00069360846056942859
leaf_weight=0.0010011152016196475 0.0010021639477471285 0.0011730933263868161 0.0010704302359341106 0.0012957184112848577 0.0010405854373059186 0.0015675716314550101 0.0011645762909283401 0.0012191315821013186
leaf_count=156 412 186 173 481 385 942 208 178
internal_value=0 3.98817e-05 -3.24697e-05 -8.23008e-05 -0.000348076 4.13485e-05 0.000161552 0.000428808
internal_weight=0 0.00953327 0.00836018 0.00735801 0.0023363 0.00502171 0.00395128 0.00238371
internal_count=3121 2965 2779 2367 866 1501 1328 386
is_linear=0
shrinkage=0.00196078


Tree=6177
num_leaves=9
num_cat=0
split_feature=48 4 12 3 47 52 52 4
split_gain=7.73676e-05 8.87058e-05 7.48236e-05 0.000122888 9.69298e-05 0.000120303 0.000105799 0.000124806
threshold=0.12474000000000002 0.36766000000000004 -0.040564999999999997 0.10542000000000001 0.085270000000000026 -0.087284999999999988 0.090245000000000006 -0.0016099999999999997
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 -4 7 -7
right_child=-2 -3 3 -5 -6 6 -8 -9
leaf_value=-0.00052894489508585249 -0.0005254883486994214 0.00051210010936275023 -0.00081648091928111495 0.00052638332218884522 0.00037234633174127276 0.00047384115828770187 -0.00051546168915775825 -0.00034162411979425238
leaf_weight=0.0010328806584505188 0.0010354045399196482 0.0013182541765857222 0.0010031065983173645 0.0015617621490057014 0.0014172128150046958 0.0017787748014331773 0.001366290246474524 0.0012140836798260619
leaf_count=219 102 308 447 113 270 872 549 241
internal_value=0 3.58508e-05 -3.11228e-05 3.05217e-05 -8.37082e-05 -0.000204241 -6.3355e-05 0.000143039
internal_weight=0 0.0106924 0.00937411 0.00834123 0.00677947 0.00536226 0.00435915 0.00299286
internal_count=3121 3019 2711 2492 2379 2109 1662 1113
is_linear=0
shrinkage=0.00196078


Tree=6178
num_leaves=9
num_cat=0
split_feature=42 47 403 42 15 47 1 0
split_gain=7.09354e-05 6.99275e-05 5.97688e-05 6.11515e-05 6.68686e-05 5.67765e-05 9.83615e-05 4.69378e-05
threshold=0.10194000000000002 0.11069000000000002 0.03138500000000001 0.090310000000000015 0.035560000000000008 0.087235000000000021 0.094090000000000021 -0.13027499999999997
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 7 -1
right_child=-2 -3 -4 -5 -6 -7 -8 -9
leaf_value=0.00012775493542475331 -0.00049946598620258795 0.00046908742509892327 0.00041947655491370408 0.00036835784507417495 -0.00057212358306776704 -0.00044770329041866989 0.00040977549986122893 -0.00038873222569442423
leaf_weight=0.0011200245648106378 0.0010235113873390501 0.0012879837872437723 0.0010518827945107294 0.001026217276973245 0.0011683820135438465 0.0011440296619354999 0.0017259869708700915 0.001708306188079121
leaf_count=86 355 148 318 340 673 161 409 631
internal_value=0 4.19308e-05 -1.95764e-05 -7.80884e-05 -0.000144809 -5.71927e-05 4.09023e-05 -0.000184202
internal_weight=0 0.0102328 0.00894483 0.00789295 0.00686673 0.00569835 0.00455432 0.00282833
internal_count=3121 2766 2618 2300 1960 1287 1126 717
is_linear=0
shrinkage=0.00196078


Tree=6179
num_leaves=9
num_cat=0
split_feature=4 0 0 52 52 0 16 1
split_gain=4.56981e-05 0.000101076 4.91227e-05 6.13634e-05 6.49096e-05 4.39867e-05 4.42148e-05 3.58634e-05
threshold=-0.49405499999999997 1.0000000180025095e-35 -0.053834999999999994 -0.081429999999999989 -0.0064899999999999992 -0.083914999999999976 -0.088394999999999987 0.10937500000000001
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 -5 6 7 -6
right_child=1 -3 -4 4 5 -7 -8 -9
leaf_value=-0.00040349940566050468 0.00039770537798930868 0.00057084921570597935 -0.00042971332663508386 -0.00046718133365447411 -0.00018744978954196752 -0.00032860207971323124 0.00047992475142622464 0.0002534858372655276
leaf_weight=0.0010178779300215627 0.0013296228889157942 0.0011811994022574079 0.0010906609285215993 0.0012425682033120168 0.0016255160638569115 0.0010181207276749277 0.0010198990410805139 0.001258055414792441
leaf_count=156 525 186 186 381 482 748 303 154
internal_value=0 3.30775e-05 -4.09186e-05 1.56674e-05 -6.6739e-05 3.43618e-05 0.000129032 4.92326e-06
internal_weight=0 0.00976564 0.00858444 0.00749378 0.00616416 0.00492159 0.00390347 0.00288357
internal_count=3121 2965 2779 2593 2068 1687 939 636
is_linear=0
shrinkage=0.00196078


Tree=6180
num_leaves=8
num_cat=0
split_feature=42 133 15 151 4 1 3
split_gain=1.53238e-05 3.28026e-05 6.10839e-05 3.58594e-05 6.52117e-05 4.9176e-05 5.86393e-06
threshold=0.092145000000000019 0.083950000000000011 0.035560000000000008 -0.044604999999999992 0.24564500000000003 0.086560000000000012 0.097915000000000016
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 -1 5 -5 -7
right_child=-2 -3 -4 4 -6 6 -8
leaf_value=-0.013836227221391082 -0.0091540613550384151 0.014877526222598816 -0.0226680388957529 0.014689593315741293 0.026790713187727213 -0.0048483200395866496 -0.015622739533595959
leaf_weight=0.0010386483565924783 0.0015631636345635061 0.001525954498095416 0.0011209646037212018 0.0013061100539824184 0.0011963518921185483 0.0010154652636977209 0.0010050996155923364
leaf_count=242 649 701 681 315 196 242 95
internal_value=0 0.00164864 -0.00137212 0.0029201 0.00676795 -0.00043271 -0.0102079
internal_weight=0 0.00820859 0.00668264 0.00556168 0.00452303 0.00332667 0.00202056
internal_count=3121 2472 1771 1090 848 652 337
is_linear=0
shrinkage=0.1


Tree=6181
num_leaves=7
num_cat=0
split_feature=49 42 15 12 13 15
split_gain=1.60202e-05 5.81996e-05 3.92592e-05 8.14018e-05 0.000113284 7.2355e-05
threshold=-0.047584999999999995 0.091545000000000015 -0.037864999999999989 0.051320000000000005 -0.095304999999999987 -0.10653
decision_type=2 2 2 2 2 2
left_child=-1 2 5 -4 -5 -2
right_child=1 -3 3 4 -6 -7
leaf_value=0.0079137373089964002 0.0064822138649944768 -0.021642455341502768 0.02918015219213323 0.021201014466256794 -0.02177410221162409 -0.026384062883020854
leaf_weight=0.0019976579178624396 0.0015920127742993083 0.0012767048544203843 0.001252378255640947 0.0011305933545772888 0.0013408289861750976 0.0011563752725625577
leaf_count=403 370 620 185 85 979 479
internal_value=0 -0.00212962 0.00171949 0.00841048 -0.00211442 -0.00734616
internal_weight=0 0.00774889 0.00647219 0.0037238 0.00247142 0.00274839
internal_count=3121 2718 2098 1249 1064 849
is_linear=0
shrinkage=0.1


Tree=6182
num_leaves=7
num_cat=0
split_feature=1 4 16 16 0 2
split_gain=1.66732e-05 4.23147e-05 3.75864e-05 2.69881e-05 0.000120512 1.82489e-05
threshold=0.090405000000000013 -0.15764999999999998 -0.083134999999999987 -0.056919999999999991 -0.15090499999999998 1.0000000180025095e-35
decision_type=2 2 2 2 2 2
left_child=1 -1 -3 4 -2 -5
right_child=3 2 -4 5 -6 -7
leaf_value=0.0079163715161578614 -0.010704997220619177 -0.0016910828380894086 -0.0248133646971887 -0.01374366050713148 0.029297814686631077 0.0048058325698325712
leaf_weight=0.0017221891491056678 0.0014602721134533046 0.0015862212570572512 0.001262624090848571 0.0010988614829236147 0.0015550856483011551 0.0010251459541613991
leaf_count=142 141 668 1190 266 443 271
internal_value=0 -0.00445827 -0.011939 0.00384341 0.00992532 -0.0047908
internal_weight=0 0.00457103 0.00284885 0.00513937 0.00301536 0.00212401
internal_count=3121 2000 1858 1121 584 537
is_linear=0
shrinkage=0.1


Tree=6183
num_leaves=9
num_cat=0
split_feature=4 0 0 52 52 42 1 16
split_gain=6.6472e-05 6.99442e-05 5.86568e-05 7.73459e-05 9.1142e-05 3.88844e-05 7.53824e-05 4.16637e-05
threshold=-0.49405499999999997 -1.0000000180025095e-35 -0.053834999999999994 -0.081429999999999989 -0.0064899999999999992 0.08623500000000002 0.10937500000000001 -0.084119999999999986
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 -5 6 7 -6
right_child=1 -3 -4 4 5 -7 -8 -9
leaf_value=-0.00047030023137943774 0.00046369590264666854 0.00048467621870949357 -0.0004353302901197198 -0.00051002391720029571 -0.00054388178684225852 0.00030747511304177709 0.0003451493294448947 1.2385007780590403e-06
leaf_weight=0.0010736469927952784 0.0013830390263388287 0.0012123156030869929 0.0011273286687266439 0.0013047975869917147 0.0010782454124925655 0.0017511897798393938 0.0011797283652514303 0.0010779722270223323
leaf_count=156 525 186 186 381 427 702 139 419
internal_value=0 4.2827e-05 -1.73441e-05 4.32617e-05 -4.77088e-05 7.08703e-05 -5.33344e-05 -0.000271356
internal_weight=0 0.0101146 0.0089023 0.00777497 0.00639193 0.00508714 0.00333595 0.00215622
internal_count=3121 2965 2779 2593 2068 1687 985 846
is_linear=0
shrinkage=0.00196078


Tree=6184
num_leaves=8
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split_feature=457 1 4 52 43 3 12
split_gain=1.54177e-05 3.22632e-05 4.39354e-05 2.90751e-05 5.12328e-05 2.90501e-05 2.36996e-05
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decision_type=2 2 2 2 2 2 2
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leaf_value=-0.0087272223064873682 0.010284207667045749 0.016537749440271182 -0.0027657343738409015 -0.012523906498380744 0.019853921677446817 -0.024897699552671328 -0.0035481420105507333
leaf_weight=0.0011181339903139791 0.0012543651665280408 0.0014097802536900124 0.0010053453582161284 0.0010421876347160956 0.001428360920996651 0.0014462323775804203 0.0010070618684813663
leaf_count=940 267 298 450 359 465 185 157
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internal_weight=0 0.0084571 0.00604026 0.00358868 0.00254649 0.00245158 0.00241684
internal_count=3121 2854 2399 1764 1405 635 455
is_linear=0
shrinkage=0.1


Tree=6185
num_leaves=7
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split_feature=1 4 15 150 3 3
split_gain=1.3405e-05 3.45011e-05 3.33856e-05 2.70626e-05 6.29025e-05 4.82784e-05
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decision_type=2 2 2 2 2 2
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leaf_value=0.007176157810251018 -0.0078917029230566732 -0.019807827228599795 0.0022174902756225356 0.017276177142158022 -0.017538928723478172 0.019814528502963374
leaf_weight=0.0017214619068255622 0.0010466926879721412 0.0016755467426385518 0.0011678891356039583 0.0011098105023167795 0.001392993932872383 0.0015757285330876801
leaf_count=142 312 1364 494 260 179 370
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internal_weight=0 0.0045649 0.00284344 0.00512523 0.00401542 0.00262242
internal_count=3121 2000 1858 1121 861 682
is_linear=0
shrinkage=0.1


Tree=6186
num_leaves=9
num_cat=0
split_feature=4 0 157 160 52 4 2 47
split_gain=6.70966e-05 8.1622e-05 3.79099e-05 7.62623e-05 5.74235e-05 5.18115e-05 5.18741e-05 5.60218e-05
threshold=-0.49405499999999997 -1.0000000180025095e-35 -0.05495499999999999 -1.0000000180025095e-35 0.08976000000000002 0.0052350000000000009 0.11215000000000001 0.096300000000000011
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 5 -5 7 -7
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leaf_value=-0.00047894277169713983 0.0003329065671332702 0.00052669349849096385 -0.00056566119300712294 -0.00038386548709402961 0.00038555842551480003 0.00042625559209194552 -0.00032600937094344072 -0.00014495649456608889
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leaf_count=156 405 186 580 980 320 231 195 68
internal_value=0 4.24584e-05 -2.37577e-05 -7.12222e-05 6.8206e-06 -8.20045e-05 4.21337e-05 0.000185954
internal_weight=0 0.00978694 0.00860963 0.00759844 0.00656259 0.00531586 0.0037668 0.00270863
internal_count=3121 2965 2779 2374 1794 1474 494 299
is_linear=0
shrinkage=0.00196078


Tree=6187
num_leaves=8
num_cat=0
split_feature=16 15 15 2 0 0 4
split_gain=1.41342e-05 3.87743e-05 6.96833e-05 4.03782e-05 4.73899e-05 6.36333e-05 6.74105e-05
threshold=-0.48836499999999994 -0.11713499999999999 -0.095244999999999982 0.11093500000000002 -0.084804999999999978 0.047850000000000011 -0.076229999999999978
decision_type=2 2 2 2 2 2 2
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leaf_value=0.0089312047830200688 -0.019643194315017654 0.022992786553141822 -0.025196234721566308 0.011458696775401341 0.024258637787100037 -0.021327773087318064 -0.010348737440487518
leaf_weight=0.0014819486883816324 0.0010481829310505716 0.0011948111969832644 0.0011869438871107527 0.0013903149491391303 0.0011785196758757324 0.0011316305138836568 0.0010773992013692027
leaf_count=274 345 149 764 315 537 161 576
internal_value=0 -0.00167993 0.000949928 -0.00346548 -0.00800135 -0.00197653 0.00773058
internal_weight=0 0.0082078 0.00715962 0.00596481 0.00457449 0.00338755 0.00225592
internal_count=3121 2847 2502 2353 2038 1274 1113
is_linear=0
shrinkage=0.1


Tree=6188
num_leaves=9
num_cat=0
split_feature=4 0 0 52 52 0 47 1
split_gain=6.12505e-05 9.11264e-05 3.59181e-05 5.91274e-05 5.31468e-05 3.06981e-05 5.2132e-05 5.88984e-05
threshold=-0.49405499999999997 -1.0000000180025095e-35 -0.053834999999999994 -0.081429999999999989 -0.0064899999999999992 -0.083914999999999976 0.087235000000000021 0.08844500000000001
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 -5 6 7 -6
right_child=1 -3 -4 4 5 -7 -8 -9
leaf_value=-0.0004650559301733205 0.00039009071729433537 0.00054879862007280861 -0.00036308789537172018 -0.00043108611638700405 -2.4227891884896442e-05 -0.00027856801293267065 -0.00017418466857432763 0.00060267106426678541
leaf_weight=0.0010325813818520485 0.0013310267287801134 0.0011764859329902863 0.0011055038503891062 0.0012252161907214867 0.0011409903977046515 0.0010077141803045953 0.0015334948945814066 0.0011640102264698746
leaf_count=156 525 186 186 381 580 748 160 199
internal_value=0 3.73124e-05 -3.34163e-05 1.58178e-05 -6.62333e-05 2.60086e-05 0.000105969 0.000292352
internal_weight=0 0.00968444 0.00850796 0.00740245 0.00607143 0.00484621 0.0038385 0.002305
internal_count=3121 2965 2779 2593 2068 1687 939 779
is_linear=0
shrinkage=0.00196078


Tree=6189
num_leaves=9
num_cat=0
split_feature=133 133 3 1 16 51 16 3
split_gain=9.84802e-05 0.00010667 4.97624e-05 7.58747e-05 6.05908e-05 4.61425e-05 4.18476e-05 2.80522e-05
threshold=0.10622000000000002 0.083950000000000011 -0.10023499999999998 0.094465000000000007 0.051380000000000002 0.091630000000000003 -0.088159999999999988 0.083060000000000009
decision_type=2 2 2 2 2 2 2 2
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right_child=-2 -3 3 5 -6 -7 -8 -9
leaf_value=-4.6166093664661434e-05 -0.0005968244598440124 0.00057050244910051423 -0.00010775334284155049 0.00019726990333802035 0.00057416605551689011 0.00042015770692277097 -0.00058019894147060349 -0.00020833721945135206
leaf_weight=0.0015207574956394168 0.0010290173551565354 0.0012748640458355087 0.001340917530978253 0.0010016126605261154 0.0010057064745129518 0.0010005570772990478 0.0015587203779480021 0.0018974834742768367
leaf_count=220 435 580 356 241 151 123 807 208
internal_value=0 3.85218e-05 -3.42018e-05 -0.000121512 0.000200769 5.70982e-05 -0.00036172 -6.82035e-05
internal_weight=0 0.0106006 0.00932576 0.00679929 0.00252646 0.00389965 0.00289964 0.0028991
internal_count=3121 2686 2106 1735 371 572 1163 449
is_linear=0
shrinkage=0.00196078


Tree=6190
num_leaves=8
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split_feature=4 42 133 47 160 0 2
split_gain=1.47714e-05 2.52228e-05 3.21508e-05 5.61694e-05 7.4976e-05 3.3809e-05 1.5136e-05
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decision_type=2 2 2 2 2 2 2
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right_child=-2 -3 -4 -5 5 -7 -8
leaf_value=0.015019080204620842 0.0092695526468894937 -0.014766351991565497 0.013581352800944286 0.01691266255425353 -0.015959243826523611 -0.028696865946698992 0.0010851505043140894
leaf_weight=0.0010654999642502327 0.0014409647767492607 0.0012537337678901308 0.0015059347608140355 0.0011352650877971514 0.0010815125532065164 0.0012212703129585363 0.0010053166980594158
leaf_count=339 352 544 670 156 361 563 136
internal_value=0 -0.00170201 0.000632945 -0.00290671 -0.00805126 -0.015482 -0.00774822
internal_weight=0 0.00826853 0.0070148 0.00550886 0.0043736 0.0033081 0.00208683
internal_count=3121 2769 2225 1555 1399 1060 497
is_linear=0
shrinkage=0.1


Tree=6191
num_leaves=7
num_cat=0
split_feature=52 49 42 2 0 0
split_gain=1.35782e-05 2.43821e-05 4.95078e-05 3.79786e-05 4.57585e-05 3.4207e-05
threshold=0.15116000000000002 -0.080089999999999981 0.084050000000000014 0.10613000000000002 -0.10011499999999998 -0.082184999999999994
decision_type=2 2 2 2 2 2
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right_child=-2 2 5 -5 -6 -7
leaf_value=0.014160078512655348 -0.010736785183981008 0.022935474722190388 -0.02711958475454045 -0.0071712277464223428 -0.00041074088651031344 -0.0018427993858059447
leaf_weight=0.0012501064190230272 0.0010620502144375087 0.001594528824104398 0.0010097783193003609 0.0018563565604189551 0.0017730807183283237 0.0011396337461698359
leaf_count=233 377 202 573 372 868 496
internal_value=0 0.00124629 -0.000943155 0.00431294 0.0106435 -0.0137177
internal_weight=0 0.00862348 0.00737338 0.00522397 0.00336761 0.00214941
internal_count=3121 2744 2511 1442 1070 1069
is_linear=0
shrinkage=0.1


Tree=6192
num_leaves=7
num_cat=0
split_feature=4 16 2 2 52 15
split_gain=1.44763e-05 2.38429e-05 4.44485e-05 4.95715e-05 5.15163e-05 3.44486e-05
threshold=0.27287000000000006 -0.36241499999999999 0.10912000000000001 0.095195000000000016 -0.088204999999999992 -0.031204999999999997
decision_type=2 2 2 2 2 2
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right_child=-2 2 -4 -5 5 -7
leaf_value=-0.016048551361323365 0.0092025316980583888 -0.017792040008587216 0.016096276352104793 -0.020501082463827116 0.018445236646155019 -0.0017707153815496323
leaf_weight=0.0010124693317961194 0.0014362841014587688 0.0010564668062509113 0.0014342812821239604 0.0013312009344571482 0.0015559375239883487 0.0018393811469443371
leaf_count=139 352 359 379 385 404 1103
internal_value=0 -0.00167772 0.000338278 -0.00356998 0.00149287 0.00749344
internal_weight=0 0.00822974 0.00721727 0.00578299 0.00445179 0.00339532
internal_count=3121 2769 2630 2251 1866 1507
is_linear=0
shrinkage=0.1


Tree=6193
num_leaves=8
num_cat=0
split_feature=48 48 51 1 15 15 4
split_gain=4.57193e-05 0.000105992 6.06554e-05 7.90607e-05 6.81998e-05 3.6811e-05 8.90089e-05
threshold=0.11951500000000001 0.092475000000000016 0.084745000000000015 0.111945 -0.0063699999999999989 0.088655000000000025 -0.084369999999999987
decision_type=2 2 2 2 2 2 2
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right_child=-2 -3 -4 -5 5 -7 -8
leaf_value=-0.00042454683744741809 -0.0004030487999482129 0.00058205325772332881 -0.00047021769559187619 0.00039512075634126441 -0.00011258778519670091 -0.00025267986312263479 0.00057569732386901582
leaf_weight=0.00165521294613719 0.0010231389410463613 0.0011862074564717119 0.0011131967747297243 0.0016791240749323214 0.0018276039698116508 0.0011503659587008431 0.0011944880010593085
leaf_count=845 114 251 330 327 414 574 266
internal_value=0 3.25259e-05 -4.30952e-05 2.02436e-05 -8.77696e-05 4.58299e-05 0.000159458
internal_weight=0 0.0098062 0.00861999 0.00750679 0.00582767 0.00417246 0.00302209
internal_count=3121 3007 2756 2426 2099 1254 680
is_linear=0
shrinkage=0.00196078


Tree=6194
num_leaves=8
num_cat=0
split_feature=43 12 42 3 3 2 4
split_gain=1.43618e-05 4.78153e-05 5.40225e-05 2.78368e-05 3.55879e-05 5.59384e-05 3.32906e-05
threshold=-0.04890499999999999 0.051320000000000005 0.088200000000000014 -0.091054999999999983 0.090900000000000009 0.10613000000000002 0.024790000000000003
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -3 -2 6 -6 -5
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leaf_value=0.022757176137660776 0.010908591331722573 -0.019520447198519753 0.011034570467487922 -0.028685658488222361 0.018523398547166683 -0.0096257092941084959 -0.0032148933930266689
leaf_weight=0.001062785022219737 0.0011842070491607003 0.0010593378600112415 0.0012751841782942465 0.0010533776882450804 0.0011194627422548837 0.0019112325313619307 0.0010005503964968766
leaf_count=292 290 729 434 835 145 211 185
internal_value=0 0.0051742 -0.0028304 -0.00289945 -0.00611534 0.000771864 -0.0162778
internal_weight=0 0.00339731 0.00233452 0.00626883 0.00508462 0.0030307 0.00205393
internal_count=3121 1455 1163 1666 1376 356 1020
is_linear=0
shrinkage=0.1


Tree=6195
num_leaves=8
num_cat=0
split_feature=159 2 151 15 43 43 3
split_gain=4.18477e-05 3.57195e-05 6.53353e-05 0.000100366 0.000114045 5.53131e-05 3.59411e-05
threshold=-1.0000000180025095e-35 0.088225000000000012 -0.0083949999999999979 -0.074054999999999996 0.016310000000000002 -0.074359999999999996 -0.078344999999999984
decision_type=2 2 2 2 2 2 2
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leaf_value=-0.00038108717856579161 0.00013693856735862741 -0.00026302792998944422 0.00068830847028193709 2.0315990762353623e-05 0.00048102335111153011 -0.00036203049695143411 -0.00050192640996619422
leaf_weight=0.0010302738881704148 0.0016256544139065161 0.0013091134045684454 0.0013327663285207965 0.0010018045673959425 0.0014187910163120012 0.00179985465274107 0.0010250578003892503
leaf_count=509 514 291 417 301 163 727 199
internal_value=0 3.49367e-05 0.000125066 0.000231389 5.46546e-05 -0.000125233 -0.000243801
internal_weight=0 0.00951304 0.00608753 0.00477842 0.00344565 0.00342551 0.00202686
internal_count=3121 2612 1371 1080 663 1241 500
is_linear=0
shrinkage=0.00196078


Tree=6196
num_leaves=8
num_cat=0
split_feature=13 16 1 51 42 4 4
split_gain=1.37162e-05 5.52002e-05 3.86342e-05 5.06315e-05 3.65693e-05 4.09126e-05 1.94068e-05
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decision_type=2 2 2 2 2 2 2
left_child=4 2 -2 6 -1 -6 -4
right_child=1 -3 3 -5 5 -7 -8
leaf_value=0.015387402524887087 -0.023608237693995025 0.017874617008238745 0.014966417225400595 -0.020769597756098799 -0.015805138327106571 0.010706892186569702 -0.0032384711858604396
leaf_weight=0.0017286170478229058 0.0011726164357950264 0.0010100015746345083 0.0011414851222352959 0.001053089999192805 0.0012829614207582319 0.001065444260226914 0.0012023653393603249
leaf_count=475 513 239 203 89 1220 225 157
internal_value=0 -0.00328201 -0.00795822 -0.00255587 0.00434855 -0.00377694 0.00562754
internal_weight=0 0.00557956 0.00456956 0.00339694 0.00407702 0.00234841 0.00234385
internal_count=3121 1201 962 449 1920 1445 360
is_linear=0
shrinkage=0.1


Tree=6197
num_leaves=9
num_cat=0
split_feature=4 0 0 52 52 42 1 16
split_gain=3.888e-05 8.01581e-05 3.89185e-05 9.00896e-05 8.41744e-05 4.22451e-05 7.38141e-05 5.78692e-05
threshold=-0.49405499999999997 1.0000000180025095e-35 -0.053834999999999994 -0.081429999999999989 -0.0064899999999999992 0.08623500000000002 0.10937500000000001 -0.084119999999999986
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 -5 6 7 -6
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leaf_value=-0.00037000354974033809 0.00047703236305138324 0.0005121685928429166 -0.00037854386130514923 -0.0005445724873587161 -0.00064321899773736027 0.00028310464622246248 0.00030272489665548525 8.9845970131584354e-06
leaf_weight=0.0010253656984846515 0.0013391135092906056 0.0011727719929315221 0.0011011266534277026 0.0012230539557145882 0.001052042270337049 0.0016747006568235056 0.0011312992981701918 0.0010402132179378237
leaf_count=156 525 186 186 381 427 702 139 419
internal_value=0 3.14179e-05 -3.4436e-05 1.63529e-05 -8.44266e-05 3.04681e-05 -0.000100782 -0.000318961
internal_weight=0 0.00973432 0.00856155 0.00746042 0.00612131 0.00489826 0.00322355 0.00209226
internal_count=3121 2965 2779 2593 2068 1687 985 846
is_linear=0
shrinkage=0.00196078


Tree=6198
num_leaves=6
num_cat=0
split_feature=51 43 12 2 3
split_gain=1.2741e-05 3.31545e-05 3.43627e-05 4.39606e-05 4.96035e-05
threshold=-0.076794999999999988 -0.15582499999999996 0.092355000000000007 0.088225000000000012 0.088060000000000013
decision_type=2 2 2 2 2
left_child=-1 -2 3 -3 -5
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leaf_value=-0.0081731158424135086 0.016580438595874006 -0.01187560824314432 -0.014417370188526756 0.020271851667346266 -0.0026570153195844951
leaf_weight=0.0016124669920385458 0.001243361324897393 0.0014950641126182155 0.001521903915252627 0.0018194618769286192 0.001959795633592441
leaf_count=537 213 957 633 557 224
internal_value=0 0.00156668 -0.00118007 0.00263955 0.00838171
internal_weight=0 0.00803959 0.00679623 0.00527432 0.00377926
internal_count=3121 2584 2371 1738 781
is_linear=0
shrinkage=0.1


Tree=6199
num_leaves=8
num_cat=0
split_feature=4 0 1 15 16 0 3
split_gain=5.03379e-05 9.66503e-05 4.78105e-05 4.83145e-05 0.000108356 7.14826e-05 4.03908e-05
threshold=-0.49405499999999997 0.010870000000000003 0.077565000000000009 -0.016799999999999995 -0.056919999999999991 -0.23001499999999997 -0.0025099999999999996
decision_type=2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 -4 -7
right_child=1 -3 3 -5 -6 6 -8
leaf_value=-0.00041082783212928172 -0.00029664750365833491 0.00061242697440122562 -0.00023161612936284371 0.00031471849369329899 -0.00047619002074437793 0.00010177255516412959 0.00065335074281468609
leaf_weight=0.0010399276163205505 0.0019264120806413978 0.0010251357728864969 0.0011762150399947653 0.0019399337931394582 0.0015605569960495344 0.0010295755922473293 0.0010122547124833425
leaf_count=156 1552 161 83 505 305 204 155
internal_value=0 4.31719e-05 -2.43315e-05 5.37499e-05 -5.21935e-05 0.000153419 0.000375222
internal_weight=0 0.00967008 0.00864495 0.00671854 0.0047786 0.00321805 0.00204183
internal_count=3121 2965 2804 1252 747 442 359
is_linear=0
shrinkage=0.00196078


Tree=6200
num_leaves=9
num_cat=0
split_feature=4 0 0 52 52 12 42 0
split_gain=6.38354e-05 8.67871e-05 4.39656e-05 7.3525e-05 7.98952e-05 3.51971e-05 7.19869e-05 5.92706e-05
threshold=-0.49405499999999997 -1.0000000180025095e-35 -0.053834999999999994 -0.081429999999999989 -0.0064899999999999992 0.092355000000000007 0.08623500000000002 -0.14001499999999997
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 -5 6 7 -6
right_child=1 -3 -4 4 5 -7 -8 -9
leaf_value=-0.00047301840138306547 0.00044338333364385364 0.00054539818974898323 -0.00039046819040660985 -0.00050827821252440999 0.00024361763525564679 -0.00025926553740369452 0.00054056847996233599 -0.00034264017258469075
leaf_weight=0.0010141989469436936 0.001352470889448695 0.0011677978217404334 0.0010992695116806188 0.0012313025265409385 0.0013668148819734221 0.0010998033551228264 0.0011843782736913762 0.0012876000938286749
leaf_count=156 525 186 186 381 167 522 433 565
internal_value=0 4.37611e-05 -2.41854e-05 2.93407e-05 -6.14193e-05 4.99926e-05 0.000138594 -4.07635e-05
internal_weight=0 0.00978944 0.00862164 0.00752237 0.0061699 0.0049386 0.00383879 0.00265441
internal_count=3121 2965 2779 2593 2068 1687 1165 732
is_linear=0
shrinkage=0.00196078


Tree=6201
num_leaves=9
num_cat=0
split_feature=4 0 0 42 1 13 4 2
split_gain=5.05295e-05 8.76175e-05 4.07553e-05 5.76491e-05 9.83599e-05 5.35453e-05 4.29664e-05 5.90133e-05
threshold=-0.49405499999999997 1.0000000180025095e-35 -0.053834999999999994 0.091295000000000015 1.0000000180025095e-35 -0.0025349999999999995 0.0061450000000000003 0.10882500000000002
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 -6 -7 -8
right_child=1 -3 -4 -5 5 6 7 -9
leaf_value=-0.00042537389809955251 -0.00060606341122721038 0.00054264081047274604 -0.00039096159073354942 0.00038506519729235165 0.00035165218808937078 -0.00039498866526312246 0.00041020086994784222 -0.00023189271692559046
leaf_weight=0.0010041498797789079 0.001056797555490316 0.0011579378588877061 0.0010658879101609836 0.0013518356000673925 0.0015729684184249779 0.0011453728288831067 0.0010481303895803762 0.0011586742531374712
leaf_count=156 1183 186 186 567 490 178 92 83
internal_value=0 3.70036e-05 -3.27011e-05 1.93683e-05 -6.32741e-05 5.31932e-05 -8.6855e-05 7.30721e-05
internal_weight=0 0.0095576 0.00839967 0.00733378 0.00598194 0.00492515 0.00335218 0.0022068
internal_count=3121 2965 2779 2593 2026 843 353 175
is_linear=0
shrinkage=0.00196078


Tree=6202
num_leaves=8
num_cat=0
split_feature=13 403 160 3 1 133 0
split_gain=1.43912e-05 5.70956e-05 4.95636e-05 3.97145e-05 6.76799e-05 7.2095e-05 4.50743e-05
threshold=0.18141000000000002 0.03138500000000001 -0.079874999999999988 -0.10023499999999998 0.094385000000000011 0.083950000000000011 -0.16360999999999995
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 -4 5 -5 -6
right_child=-2 -3 3 4 6 -7 -8
leaf_value=-0.02035965479280483 -0.010139794099175486 0.023233401972263999 0.016995911533339233 -0.027301199395678363 -0.0049830672261957165 0.0065440559890625584 0.023393486286785694
leaf_weight=0.0011921231546469296 0.0012361507071724934 0.0010501045442196611 0.0013610995630700647 0.0015255580433799591 0.0010362434705544266 0.0010713743924893838 0.0012173984265294482
leaf_count=585 162 338 274 689 94 514 465
internal_value=0 0.00141195 -0.00168305 0.00190129 -0.00233434 -0.0133382 0.0103457
internal_weight=0 0.0084539 0.0074038 0.00621167 0.00485057 0.00259693 0.00225364
internal_count=3121 2959 2621 2036 1762 1203 559
is_linear=0
shrinkage=0.1


Tree=6203
num_leaves=8
num_cat=0
split_feature=4 0 1 47 48 16 47
split_gain=3.77521e-05 8.574e-05 4.32913e-05 4.32406e-05 4.5378e-05 9.45036e-05 3.86611e-05
threshold=-0.49013999999999996 1.0000000180025095e-35 0.077565000000000009 0.087235000000000021 0.086035000000000014 -0.087989999999999985 0.11069000000000002
decision_type=2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 -4 -5
right_child=1 -3 3 6 -6 -7 -8
leaf_value=-0.00036256728133541411 -0.00029434803325327323 0.00054599049427711381 0.00074174894450670145 -0.00041953123967041725 -0.00015174326362485846 1.4200253482779674e-05 7.3757095397555448e-05
leaf_weight=0.0010049343260346505 0.0018666429505091965 0.0011224449944031963 0.0011357288319556852 0.0011682941089018795 0.0012020321556531696 0.0017350207144622046 0.0012802052674160485
leaf_count=169 1551 173 275 140 172 501 140
internal_value=0 3.70494e-05 -3.10555e-05 4.4309e-05 0.000168107 0.000302034 -0.000161614
internal_weight=0 0.00951037 0.00838792 0.00652128 0.00407278 0.00287075 0.0024485
internal_count=3121 2952 2779 1228 948 776 280
is_linear=0
shrinkage=0.00196078


Tree=6204
num_leaves=8
num_cat=0
split_feature=4 0 0 52 52 47 3
split_gain=5.38147e-05 9.01871e-05 3.86877e-05 6.24454e-05 5.49939e-05 3.85624e-05 4.89786e-05
threshold=-0.49405499999999997 1.0000000180025095e-35 -0.053834999999999994 -0.081429999999999989 -0.0064899999999999992 0.087235000000000021 -0.078934999999999991
decision_type=2 2 2 2 2 2 2
left_child=-1 2 3 -2 -5 6 -6
right_child=1 -3 -4 4 5 -7 -8
leaf_value=-0.00043840933872067668 0.00040755523809587145 0.00054925076190480329 -0.00037893927743756176 -0.00043963214961408986 -8.9636698004256926e-05 -0.00020653580772514836 0.00040313935120803255
leaf_weight=0.001010206829629187 0.0013007211762093513 0.0011629729027773017 0.0010844108354108178 0.0012113356724440067 0.0015401226674556946 0.0017351631100699506 0.0015619224962641503
leaf_count=156 525 186 186 381 915 200 572
internal_value=0 3.73734e-05 -3.32126e-05 1.78006e-05 -6.6015e-05 2.75464e-05 0.000158483
internal_weight=0 0.00959665 0.00843368 0.00734927 0.00604854 0.00483721 0.00310205
internal_count=3121 2965 2779 2593 2068 1687 1487
is_linear=0
shrinkage=0.00196078


Tree=6205
num_leaves=9
num_cat=0
split_feature=4 0 157 16 15 151 1 2
split_gain=3.48942e-05 8.30216e-05 4.70374e-05 7.87386e-05 0.000167065 7.21604e-05 0.000121692 8.55114e-05
threshold=-0.49405499999999997 1.0000000180025095e-35 -0.05495499999999999 -0.056919999999999991 -0.016799999999999995 -0.0083949999999999979 0.086455000000000018 0.090425000000000019
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 -2 5 -5 -4 -7 -8
right_child=1 -3 3 4 -6 6 7 -9
leaf_value=-0.00035295064181255193 0.00035930087232853352 0.00051813761427021044 -0.00040311221690737462 -0.00084299663339729787 0.00019505659208256216 -0.00035344323401437005 5.7283279111141196e-05 0.00074271172707011176
leaf_weight=0.0010219433811998963 0.001004142992480252 0.0011683712702086754 0.0010837238920338426 0.001348133068942951 0.0010685436606722267 0.0012064619757378801 0.0014354145673498753 0.0013654399702789214
leaf_count=156 405 186 173 488 385 849 297 182
internal_value=0 2.80155e-05 -3.92606e-05 -9.25674e-05 -0.000384017 4.57815e-05 0.000167179 0.000391435
internal_weight=0 0.00968023 0.00851186 0.00750772 0.00241668 0.00509104 0.00400732 0.00280085
internal_count=3121 2965 2779 2374 873 1501 1328 479
is_linear=0
shrinkage=0.00196078


Tree=6206
num_leaves=8
num_cat=0
split_feature=0 1 15 14 15 3 4
split_gain=4.67357e-05 5.13694e-05 9.44173e-05 5.12119e-05 8.63536e-05 6.40159e-05 7.3356e-05
threshold=0.15398500000000004 0.077565000000000009 0.035560000000000008 -1.0000000180025095e-35 -0.10653 -0.016324999999999996 0.0052350000000000009
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 -3 -5 -6 -7
right_child=-2 3 -4 4 5 6 -8
leaf_value=-0.00067602853766277147 0.00037959150919047682 -0.0003783361874462328 6.4640687001467343e-05 0.00053995395626215954 0.00025438446296746127 -0.00059068007244838215 3.9820717103262806e-05
leaf_weight=0.0012534792268949165 0.0010712601131184227 0.0010027923914031588 0.0014015912790804612 0.0013425501029172785 0.0019700731247026771 0.0011458142775915888 0.0018629135176031764
leaf_count=816 60 158 776 250 714 229 118
internal_value=0 -5.13804e-05 -0.000285035 3.33215e-05 9.86251e-05 -2.03806e-05 -0.000200293
internal_weight=0 0.00997921 0.00265507 0.00732414 0.00632135 0.0049788 0.00300873
internal_count=3121 3061 1592 1469 1311 1061 347
is_linear=0
shrinkage=0.00196078


Tree=6207
num_leaves=7
num_cat=0
split_feature=4 0 1 13 3 2
split_gain=5.33909e-05 0.000108517 4.94947e-05 5.09071e-05 4.50656e-05 4.52034e-05
threshold=-0.49405499999999997 -1.0000000180025095e-35 0.077565000000000009 -0.084154999999999994 0.10893000000000001 1.0000000180025095e-35
decision_type=2 2 2 2 2 2
left_child=-1 2 -2 -4 5 -5
right_child=1 -3 3 4 -6 -7
leaf_value=-0.00042395218500991419 -0.00031355581161908794 0.00059706907478977939 0.00034658296191759436 -0.00015314528687267726 -0.00035375615871226934 0.00027594368852274084
leaf_weight=0.0010444982746865795 0.0019008298210244322 0.0011916955469259355 0.00162912641973878 0.0019009393069050213 0.0013834208722294239 0.0018749268398133342
leaf_count=156 1551 186 360 494 91 283
internal_value=0 4.22021e-05 -3.38957e-05 4.44122e-05 -5.1003e-05 5.99212e-05
internal_weight=0 0.00988094 0.00868924 0.00678841 0.00515929 0.00377587
internal_count=3121 2965 2779 1228 868 777
is_linear=0
shrinkage=0.00196078


Tree=6208
num_leaves=8
num_cat=0
split_feature=4 0 157 16 15 1 0
split_gain=4.26752e-05 8.30781e-05 4.55088e-05 6.24374e-05 0.000178335 6.36432e-05 6.27951e-05
threshold=-0.49405499999999997 -1.0000000180025095e-35 -0.05495499999999999 -0.056919999999999991 -0.016799999999999995 0.085110000000000005 -0.14920999999999998
decision_type=2 2 2 2 2 2 2
left_child=-1 2 -2 5 -5 -4 -7
right_child=1 -3 3 4 -6 6 -8
leaf_value=-0.00038914276262583762 0.00035479208637072794 0.0005253190981734866 -0.00035009801176319938 -0.0008281715501181992 0.00024641404866291634 -7.9412687211340152e-05 0.0004220950949188448
leaf_weight=0.001018703722053412 0.0010175520304195711 0.0011588722010634203 0.0012418343649294602 0.0013279911495396449 0.001073939115792149 0.0020071221955366789 0.0018397942189128272
leaf_count=156 405 186 862 488 385 161 478
internal_value=0 3.27957e-05 -3.42889e-05 -8.71426e-05 -0.000347708 3.58464e-05 0.000160434
internal_weight=0 0.00966711 0.00850823 0.00749068 0.00240193 0.00508875 0.00384692
internal_count=3121 2965 2779 2374 873 1501 639
is_linear=0
shrinkage=0.00196078


Tree=6209
num_leaves=9
num_cat=0
split_feature=4 0 0 42 1 49 4 1
split_gain=4.83412e-05 9.77367e-05 3.42303e-05 6.29163e-05 9.67176e-05 3.99999e-05 6.24505e-05 4.58087e-05
threshold=-0.49405499999999997 -1.0000000180025095e-35 -0.053834999999999994 0.091295000000000015 0.077565000000000009 -0.006494999999999999 -0.00059999999999999995 0.10752500000000002
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 -6 -7 -8
right_child=1 -3 -4 -5 5 6 7 -9
leaf_value=-0.00040725537640953546 -0.00058847046466198696 0.00056722735830898124 -0.00035524417118257907 0.00039110104036606751 -0.00019106082037089579 0.0005787929155134172 -0.00030596825464939439 0.00025996317931197975
leaf_weight=0.0010236733876485505 0.0011303017137513508 0.0011900684231403542 0.0011004419369812874 0.0013930732321373518 0.001757617293912132 0.0010164202019115527 0.0010467338168450087 0.0011585105578974773
leaf_count=156 1197 186 186 567 247 311 125 146
internal_value=0 4.05573e-05 -3.2297e-05 1.50708e-05 -7.06695e-05 4.68718e-05 0.000176679 -8.65992e-06
internal_weight=0 0.00979317 0.0086031 0.00750266 0.00610958 0.00497928 0.00322166 0.00220524
internal_count=3121 2965 2779 2593 2026 829 582 271
is_linear=0
shrinkage=0.00196078


Tree=6210
num_leaves=8
num_cat=0
split_feature=11 3 15 52 15 47 13
split_gain=1.36645e-05 2.61713e-05 4.01193e-05 0.000104759 9.27224e-05 7.61629e-05 3.94788e-05
threshold=0.078065000000000009 -0.10519499999999998 -0.016799999999999995 0.091820000000000013 -0.074054999999999996 0.087235000000000021 -0.014169999999999999
decision_type=2 2 2 2 2 2 2
left_child=1 -1 4 6 5 -3 -4
right_child=-2 2 3 -5 -6 -7 -8
leaf_value=0.014131237030771619 -0.01114271082861122 0.015607364400034541 0.003592723486056955 -0.019769654736519395 -0.034168404222343782 -0.016237698235227596 0.029503169307864022
leaf_weight=0.0013253305041697307 0.0010021728121027444 0.0016230778425099992 0.0010354101893999068 0.0010343720616469093 0.0010068731409693253 0.0013978465400133081 0.0013610319735691346
leaf_count=209 211 732 561 380 348 243 437
internal_value=0 0.00118227 -0.00111865 0.00682798 -0.00788746 0.000871971 0.0183083
internal_weight=0 0.00878394 0.00745861 0.00343081 0.0040278 0.00302092 0.00239644
internal_count=3121 2910 2701 1378 1323 975 998
is_linear=0
shrinkage=0.1


Tree=6211
num_leaves=7
num_cat=0
split_feature=42 43 16 2 1 1
split_gain=1.56492e-05 2.58002e-05 4.23177e-05 3.53513e-05 3.23186e-05 3.13927e-05
threshold=-1.0000000180025095e-35 -0.074359999999999996 0.061255000000000011 0.090050000000000005 0.10439500000000002 0.089175000000000018
decision_type=2 2 2 2 2 2
left_child=-1 3 4 -2 5 -3
right_child=1 2 -4 -5 -6 -7
leaf_value=-0.0090546769398013472 0.023655683113761674 0.0044653637711395654 -0.017052932699566536 -0.0018565828480552268 0.012616368527852494 -0.0179763894162763
leaf_weight=0.0016178536326951444 0.0010985714306256812 0.0015862465612044314 0.0013778454944734725 0.0010742368896069587 0.0019671976256816211 0.0010268211305925986
leaf_count=862 551 574 277 352 306 199
internal_value=0 0.00171448 -0.00168724 0.0110424 0.0029351 -0.00435326
internal_weight=0 0.00813092 0.00595811 0.00217281 0.00458027 0.00261307
internal_count=3121 2259 1356 903 1079 773
is_linear=0
shrinkage=0.1


Tree=6212
num_leaves=8
num_cat=0
split_feature=13 2 48 2 16 43 2
split_gain=1.37355e-05 2.98444e-05 4.98875e-05 4.41095e-05 4.75695e-05 3.67043e-05 1.30048e-05
threshold=-0.39067499999999994 0.11215000000000001 0.091545000000000015 0.084245000000000014 -0.010264999999999998 -0.0037449999999999996 0.12358500000000001
decision_type=2 2 2 2 2 2 2
left_child=-1 2 3 5 -5 -2 -3
right_child=1 6 -4 4 -6 -7 -8
leaf_value=0.010543912782757563 -0.0029862073213442848 -0.020028500065943217 0.021971299945350967 -0.021871885323556262 0.0050549042608302452 0.019908595396593537 -0.0039805729627565914
leaf_weight=0.0010843492564516248 0.0016424277949844525 0.0010140464429969807 0.0010388080802729424 0.0016248441535206268 0.0011004119274990664 0.0012206448749368807 0.0010058711720324777
leaf_count=145 617 203 234 913 509 250 250
internal_value=0 -0.00139574 0.00184767 -0.00189309 -0.0109993 0.00677478 -0.012037
internal_weight=0 0.00864705 0.00662714 0.00558833 0.00272526 0.00286307 0.00201992
internal_count=3121 2976 2523 2289 1422 867 453
is_linear=0
shrinkage=0.1


Tree=6213
num_leaves=8
num_cat=0
split_feature=4 0 1 3 2 48 15
split_gain=5.64969e-05 9.32004e-05 4.43732e-05 4.63788e-05 8.03367e-05 5.48707e-05 0.000114934
threshold=-0.49405499999999997 -1.0000000180025095e-35 0.077565000000000009 -0.10519499999999998 0.116525 0.083985000000000018 -0.016799999999999995
decision_type=2 2 2 2 2 2 2
left_child=-1 2 -2 -4 5 6 -5
right_child=1 -3 3 4 -6 -7 -8
leaf_value=-0.00043236968791844632 -0.00028145625699403887 0.00055441558242502243 0.0004117013132349852 -0.00059679321462803732 0.00044072859267890491 0.00016979315889072694 0.00017349993084478648
leaf_weight=0.0010393261967195236 0.0019744650422884227 0.0012263880657820249 0.0011481761771796441 0.0018442399586378871 0.0011628226504125615 0.0015142760043282723 0.0012491361407788995
leaf_count=156 1551 186 149 280 229 189 381
internal_value=0 4.76908e-05 -2.21882e-05 5.18025e-05 -1.98081e-05 -0.000136033 -0.000285741
internal_weight=0 0.0101195 0.00889312 0.00691865 0.00577047 0.00460765 0.00309338
internal_count=3121 2965 2779 1228 1079 850 661
is_linear=0
shrinkage=0.00196078


Tree=6214
num_leaves=9
num_cat=0
split_feature=4 0 157 16 15 1 0 43
split_gain=4.5047e-05 8.06256e-05 5.01644e-05 7.52152e-05 0.000135361 6.8885e-05 7.01259e-05 4.68455e-05
threshold=-0.49405499999999997 -1.0000000180025095e-35 -0.05495499999999999 -0.056919999999999991 -0.016799999999999995 0.085110000000000005 -0.23001499999999997 -0.0037449999999999996
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 -2 5 -5 -4 -7 -8
right_child=1 -3 3 4 -6 6 7 -9
leaf_value=-0.00039290963097530671 0.00037459306689254006 0.00051414085562277831 -0.00034727207036859613 -0.0007769092863121837 0.00014751506024173602 -0.0002156049277849193 4.6141348298297536e-05 0.00056024032078803789
leaf_weight=0.001043180876134254 0.0010424696997449519 0.0011909211311703629 0.0012868081243454857 0.001371488520152528 0.0010953782688753245 0.0012345648832010059 0.0011709739193817431 0.0016300773191489397
leaf_count=156 405 186 862 488 385 79 298 262
internal_value=0 3.52281e-05 -2.9351e-05 -8.34123e-05 -0.000366431 4.77629e-05 0.000173725 0.000345322
internal_weight=0 0.0100227 0.00883176 0.00778929 0.00246687 0.00532242 0.00403562 0.00280105
internal_count=3121 2965 2779 2374 873 1501 639 560
is_linear=0
shrinkage=0.00196078


Tree=6215
num_leaves=8
num_cat=0
split_feature=4 16 2 2 52 0 52
split_gain=1.30488e-05 2.52358e-05 4.40018e-05 4.19239e-05 4.70492e-05 3.42335e-05 6.80957e-05
threshold=0.27287000000000006 -0.36241499999999999 0.10912000000000001 0.095195000000000016 -0.088204999999999992 -0.10607499999999999 0.083680000000000018
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 -6 -7
right_child=-2 2 -4 -5 5 6 -8
leaf_value=-0.01628050343602825 0.0086680770698321918 -0.01718912969350668 0.016078237528337345 -0.018943289401365318 0.020093475937477387 -0.017844729649497938 0.017536360073359101
leaf_weight=0.0010250300486784802 0.0014576337008184023 0.0010594756446909949 0.00144829727205036 0.0013368650669939256 0.0012523844253813062 0.0011197229620027453 0.0010579229739244504
leaf_count=139 352 359 379 385 121 750 636
internal_value=0 -0.0015907 0.000479156 -0.0033984 0.00123048 0.00691997 -0.000656229
internal_weight=0 0.0082997 0.00727467 0.00582637 0.00448951 0.00343003 0.00217765
internal_count=3121 2769 2630 2251 1866 1507 1386
is_linear=0
shrinkage=0.1


Tree=6216
num_leaves=9
num_cat=0
split_feature=43 52 52 157 3 16 43 2
split_gain=5.25872e-05 7.00271e-05 0.000140407 5.94615e-05 6.67172e-05 4.12568e-05 6.2206e-05 5.76856e-05
threshold=0.16180500000000003 0.15116000000000002 0.10024500000000001 -0.05495499999999999 0.11296500000000002 -0.056919999999999991 -0.0037449999999999996 0.089885000000000007
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 6 -5 -8
right_child=-2 -3 -4 4 -6 -7 7 -9
leaf_value=0.00042254719049879058 -0.00042667013566622091 -0.00043467734204891291 0.00075474078483383838 -0.0001727220820911821 -0.00046022117713600625 -0.00019789721033924653 2.0085070588796162e-05 0.0006483372881205614
leaf_weight=0.0011264727070988403 0.0010295744578099003 0.0010772452951600267 0.0010889284104719935 0.0013898300904946906 0.0013179029916051627 0.0019809568348265914 0.0010553876740406424 0.0012016952864595479
leaf_count=416 218 353 211 693 162 737 218 113
internal_value=0 3.82175e-05 9.38243e-05 4.66812e-06 -6.31039e-05 2.98907e-05 0.000153622 0.000354573
internal_weight=0 0.0102384 0.00916117 0.00807225 0.00694577 0.00562787 0.00364691 0.00225708
internal_count=3121 2903 2550 2339 1923 1761 1024 331
is_linear=0
shrinkage=0.00196078


Tree=6217
num_leaves=7
num_cat=0
split_feature=11 13 43 2 43 16
split_gain=1.30332e-05 2.91894e-05 4.05895e-05 5.62085e-05 3.94166e-05 3.91005e-05
threshold=0.078065000000000009 -0.094514999999999988 -0.074359999999999996 0.088225000000000012 -0.092909999999999979 -0.073404999999999984
decision_type=2 2 2 2 2 2
left_child=1 -1 4 -4 -3 -5
right_child=-2 2 3 5 -6 -7
leaf_value=0.012015948706279242 -0.010858517012781147 -0.0020238316896170686 -0.025771978797095418 0.0080477979585249423 0.022901534043347729 -0.016310003235851418
leaf_weight=0.0019363314973016412 0.001002157216544306 0.0016189046380258587 0.0012530793246623081 0.0018930421898800773 0.0010433294765008457 0.0010109902012115531
leaf_count=332 211 386 739 324 743 386
internal_value=0 0.00118044 -0.00189627 -0.00807021 0.00774442 -0.000431962
internal_weight=0 0.00875568 0.00681935 0.00415711 0.00266223 0.00290403
internal_count=3121 2910 2578 1449 1129 710
is_linear=0
shrinkage=0.1


Tree=6218
num_leaves=8
num_cat=0
split_feature=4 0 1 47 48 16 16
split_gain=5.58142e-05 0.000101844 4.47067e-05 3.64204e-05 5.26387e-05 6.83594e-05 6.2586e-05
threshold=-0.49405499999999997 -1.0000000180025095e-35 0.077565000000000009 0.096300000000000011 0.086035000000000014 -0.087989999999999985 -0.008904999999999998
decision_type=2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 -4 -7
right_child=1 -3 3 -5 -6 6 -8
leaf_value=-0.0004507840729076031 -0.00030426893660830514 0.00057480821835911107 0.00065198035345860736 -0.00018855535044400796 -0.00018686893312697651 -0.00027542324178948097 0.00039757075644042091
leaf_weight=0.0010049199571342564 0.0019100065914271804 0.0011791057437025793 0.0011479418998219413 0.0019560381455035435 0.0014088805640819907 0.0010717980541872444 0.0010534382235802416
leaf_count=156 1551 186 283 230 180 299 236
internal_value=0 3.45999e-05 -3.99152e-05 3.61483e-05 0.000130024 0.000266424 5.81668e-05
internal_weight=0 0.00972721 0.0085481 0.0066381 0.00468206 0.00327318 0.00212524
internal_count=3121 2965 2779 1228 998 818 535
is_linear=0
shrinkage=0.00196078


Tree=6219
num_leaves=8
num_cat=0
split_feature=4 0 1 3 2 48 0
split_gain=5.38175e-05 9.50645e-05 5.14736e-05 3.89351e-05 6.02562e-05 4.66855e-05 9.25615e-05
threshold=-0.49405499999999997 -1.0000000180025095e-35 0.077565000000000009 -0.10519499999999998 0.116525 0.083985000000000018 -0.10224499999999999
decision_type=2 2 2 2 2 2 2
left_child=-1 2 -2 -4 5 6 -5
right_child=1 -3 3 4 -6 -7 -8
leaf_value=-0.00043615921557875134 -0.00032174923334834203 0.00055320530865948445 0.00037945375897883857 -0.00064699145166983367 0.0003897188606689905 0.00016543043663317869 4.275197599208561e-05
leaf_weight=0.001025884397989822 0.0018932763003603253 0.0011985358875699027 0.0011120892938126705 0.0013382096914174722 0.001096992811907541 0.0014584695618249516 0.0016960933030758644
leaf_count=156 1551 186 149 141 229 189 520
internal_value=0 3.5876e-05 -3.62622e-05 4.4388e-05 -2.22737e-05 -0.000122869 -0.000261444
internal_weight=0 0.00979367 0.00859513 0.00670185 0.00558977 0.00449277 0.0030343
internal_count=3121 2965 2779 1228 1079 850 661
is_linear=0
shrinkage=0.00196078


Tree=6220
num_leaves=7
num_cat=0
split_feature=4 0 1 15 16 0
split_gain=4.88199e-05 8.74795e-05 3.51819e-05 3.35194e-05 0.000102536 6.4463e-05
threshold=-0.49405499999999997 -1.0000000180025095e-35 0.077565000000000009 -0.016799999999999995 -0.056919999999999991 -0.20211999999999997
decision_type=2 2 2 2 2 2
left_child=-1 2 -2 4 5 -4
right_child=1 -3 3 -5 -6 -7
leaf_value=-0.00041929812185265164 -0.00026993578824841777 0.00054256541957990137 -0.0001722761555719384 0.00025765018218730891 -0.00047382238245612069 0.00039164339902702833
leaf_weight=0.0010015838145417373 0.001881261647395569 0.001151546016636233 0.0013788339930853601 0.001852254806168423 0.0015135829446696024 0.001792562955499629
leaf_count=156 1551 186 99 499 296 334
internal_value=0 3.56883e-05 -3.36462e-05 3.43524e-05 -5.39307e-05 0.000146467
internal_weight=0 0.00957004 0.0084185 0.00653723 0.00468498 0.0031714
internal_count=3121 2965 2779 1228 729 433
is_linear=0
shrinkage=0.00196078


Tree=6221
num_leaves=9
num_cat=0
split_feature=4 0 1 15 15 16 0 49
split_gain=4.63401e-05 7.68376e-05 6.73816e-05 4.06649e-05 0.00010523 9.35253e-05 7.6871e-05 8.16943e-05
threshold=-0.49405499999999997 1.0000000180025095e-35 0.077565000000000009 0.035560000000000008 -0.018314999999999994 -0.056919999999999991 -0.11756999999999999 -0.026779999999999995
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 6 7 -4
right_child=1 -3 3 -5 -6 -7 -8 -9
leaf_value=-0.00040260489207412701 -0.00034554916486948418 0.00049446649928294696 0.00040140726564138595 -0.00029733348062026407 0.00069883280946277896 -0.00039983059562890769 0.00062458219976503171 -0.00034410198735491639
leaf_weight=0.0010198875681459467 0.0019905133269395347 0.0012336482137051833 0.0010152162378726307 0.0010205058441809939 0.0010212106937169674 0.0015041556560572503 0.0010623683461302141 0.0012746901104552762
leaf_count=156 1551 186 95 367 136 293 209 128
internal_value=0 3.59032e-05 -2.77404e-05 6.39658e-05 0.000126696 6.38755e-06 0.000188656 -1.35849e-05
internal_weight=0 0.0101223 0.00888866 0.00689815 0.00587764 0.00485643 0.00335227 0.00228991
internal_count=3121 2965 2779 1228 861 725 432 223
is_linear=0
shrinkage=0.00196078


Tree=6222
num_leaves=8
num_cat=0
split_feature=1 47 1 2 12 0 16
split_gain=1.35176e-05 5.59709e-05 5.46159e-05 7.775e-05 5.49996e-05 4.54904e-05 3.04027e-05
threshold=0.12337000000000002 0.096175000000000024 0.094385000000000011 0.11215000000000001 0.088245000000000004 -0.13027499999999997 -0.014034999999999997
decision_type=2 2 2 2 2 2 2
left_child=1 2 4 -4 5 -1 -6
right_child=-2 -3 3 -5 6 -7 -8
leaf_value=0.0014013903329024779 0.0089160309735709896 -0.023467629065101487 0.033010105761979575 -0.0052772259049451891 -0.0044662555294913862 -0.024857372863471925 0.017538785874887122
leaf_weight=0.0011307764892466449 0.0014290223669792051 0.0010275719012651082 0.0011245169742811769 0.0010038588177688061 0.0012469502445925525 0.0015837695559157362 0.001264642604058344
leaf_count=149 294 233 375 149 684 899 338
internal_value=0 -0.00160633 0.00144812 0.0149517 -0.00405129 -0.013919 0.00661377
internal_weight=0 0.00838209 0.00735451 0.00212838 0.00522614 0.00271455 0.00251159
internal_count=3121 2827 2594 524 2070 1048 1022
is_linear=0
shrinkage=0.1


Tree=6223
num_leaves=8
num_cat=0
split_feature=52 52 12 12 3 1 16
split_gain=1.40299e-05 2.38663e-05 4.44969e-05 8.36478e-05 5.15972e-05 6.62882e-05 8.27727e-05
threshold=0.15116000000000002 0.10024500000000001 0.097825000000000009 0.090020000000000017 0.11296500000000002 0.094385000000000011 -0.083134999999999987
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 -1
right_child=-2 -3 -4 -5 -6 -7 -8
leaf_value=0.014233919155569 -0.010902742956199796 0.015010725091065272 0.016662578308875416 -0.030154997237992778 -0.016598922100198435 0.026129861421377021 -0.019803603521482652
leaf_weight=0.001513753437568148 0.0010646416716959392 0.0011022262875082234 0.001232349812936029 0.0010322996039630276 0.0012771897039708657 0.0012039831569516219 0.0013530513206557525
leaf_count=403 377 236 379 478 179 323 746
internal_value=0 0.00125781 -0.000733462 -0.00409351 0.000937044 0.00643887 -0.00183084
internal_weight=0 0.00871485 0.00761263 0.00638028 0.00534798 0.00407079 0.0028668
internal_count=3121 2744 2508 2129 1651 1472 1149
is_linear=0
shrinkage=0.1


Tree=6224
num_leaves=8
num_cat=0
split_feature=12 3 43 52 3 13 2
split_gain=1.74199e-05 3.07511e-05 2.28703e-05 6.43366e-05 4.76873e-05 3.94733e-05 3.54328e-05
threshold=0.10711000000000002 0.13524500000000003 -0.063379999999999978 -0.066844999999999988 -0.077774999999999983 -0.014169999999999999 0.091265000000000013
decision_type=2 2 2 2 2 2 2
left_child=1 2 4 -4 -1 -5 -7
right_child=-2 -3 3 5 -6 6 -8
leaf_value=-0.004267943584122756 -0.01228742916429363 0.017309083963027761 -0.023853361751332861 -0.013762615994229684 0.021890213241218454 0.022110788904040533 -0.0025103264646368175
leaf_weight=0.0017480003587417516 0.0010407292573703765 0.0010663719186180722 0.0013201091122516835 0.0010701684718607803 0.0011590388313547175 0.0011341631906609088 0.0012060778624910791
leaf_count=881 285 179 311 627 391 278 169
internal_value=0 0.00140183 -0.000819179 -0.0051089 0.00616133 0.00214674 0.00942193
internal_weight=0 0.00870393 0.00763756 0.00473052 0.00290704 0.00341041 0.00234024
internal_count=3121 2836 2657 1385 1272 1074 447
is_linear=0
shrinkage=0.1


Tree=6225
num_leaves=9
num_cat=0
split_feature=159 4 0 16 16 12 4 0
split_gain=5.23469e-05 5.06774e-05 5.33872e-05 9.39465e-05 8.24638e-05 4.91671e-05 4.35649e-05 0.000155423
threshold=-1.0000000180025095e-35 0.27287000000000006 0.15398500000000004 0.26799500000000004 -0.094359999999999986 0.088485000000000022 0.0061450000000000003 -0.077999999999999986
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 -2 7 -6
right_child=1 -3 -4 -5 6 -7 -8 -9
leaf_value=-0.00041383518408824837 -0.0004943512536492936 0.00037798665590998748 0.00038944956712952508 -0.00062218277924684759 -0.00039729592798653661 6.4653053439533268e-05 0.00049567697616078655 0.0005179377160068584
leaf_weight=0.0010928690550842729 0.001498900942238979 0.0014441115440220484 0.0010795324884760151 0.0010462870250468924 0.0014558198548920639 0.0010142675670085364 0.0012058010566061753 0.0013987757321993672
leaf_count=509 207 329 44 308 1023 172 114 415
internal_value=0 3.78236e-05 -1.8644e-05 -7.64601e-05 1.04003e-05 -0.000268748 0.000183178 5.11762e-05
internal_weight=0 0.0101435 0.00869938 0.00761985 0.00657357 0.00251317 0.0040604 0.0028546
internal_count=3121 2612 2283 2239 1931 379 1552 1438
is_linear=0
shrinkage=0.00196078


Tree=6226
num_leaves=8
num_cat=0
split_feature=0 16 16 160 151 1 16
split_gain=3.85972e-05 6.4019e-05 4.94095e-05 7.01293e-05 3.93733e-05 8.01345e-05 4.04755e-05
threshold=0.15398500000000004 0.26799500000000004 0.013515000000000001 -1.0000000180025095e-35 -0.0083949999999999979 0.10089500000000001 -0.092484999999999984
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 -1 -5 6 -6
right_child=-2 -3 -4 4 5 -7 -8
leaf_value=-0.00048074919087604358 0.00034555952260818096 -0.00047968579727796255 0.00031955873978462663 -0.00028359489627631502 -0.00033922826040645807 0.00044966762536822287 0.00013676723035640061
leaf_weight=0.0012555428095277887 0.001061448330672639 0.0011637612990909084 0.0016133898631760461 0.001201593940634329 0.0013160176037128621 0.0017098562716240354 0.0014365657452790859
leaf_count=720 60 349 383 267 265 250 827
internal_value=0 -4.82763e-05 1.05611e-05 -6.14857e-05 3.14521e-05 0.000116284 -9.08075e-05
internal_weight=0 0.00969673 0.00853297 0.00691958 0.00566403 0.00446244 0.00275258
internal_count=3121 3061 2712 2329 1609 1342 1092
is_linear=0
shrinkage=0.00196078


Tree=6227
num_leaves=9
num_cat=0
split_feature=4 0 15 49 15 15 42 47
split_gain=6.079e-05 9.1976e-05 4.33793e-05 0.000124597 9.00118e-05 8.73688e-05 0.000154802 2.18979e-05
threshold=-0.49013999999999996 -1.0000000180025095e-35 -0.016799999999999995 -0.043469999999999995 -0.10091499999999999 0.035560000000000008 0.081660000000000024 0.078875000000000015
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 7 -4 -7 -5
right_child=1 -3 5 4 -6 6 -8 -9
leaf_value=-0.00044747958897131966 0.00037044561674146569 0.00055354377580174011 0.00054210970749915554 0.00010642039705877467 -0.00073913447218544918 -0.00061956049226898871 0.00040733800334874921 -0.0002601747093661323
leaf_weight=0.0010869097694067359 0.0013542518106895844 0.0011854713250547743 0.0013069805193480694 0.0010727736410299396 0.0013081085629658156 0.0011045719885715128 0.0011540765518730936 0.0015057457991074293
leaf_count=169 248 173 287 280 632 551 577 204
internal_value=0 4.08031e-05 -2.82185e-05 -0.000141729 -0.00032019 0.000138623 -9.48576e-05 -0.000107656
internal_weight=0 0.00999198 0.00880651 0.00524088 0.00388663 0.00356563 0.00225865 0.00257852
internal_count=3121 2952 2779 1364 1116 1415 1128 484
is_linear=0
shrinkage=0.00196078


Tree=6228
num_leaves=9
num_cat=0
split_feature=4 0 157 160 52 0 48 2
split_gain=4.4876e-05 0.00011111 4.42465e-05 7.20392e-05 5.90322e-05 6.44692e-05 9.11917e-05 7.52843e-07
threshold=-0.49405499999999997 1.0000000180025095e-35 -0.05495499999999999 -1.0000000180025095e-35 0.08976000000000002 -0.10011499999999998 0.086260000000000017 0.082275000000000015
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 5 6 7 -5
right_child=1 -3 3 4 -6 -7 -8 -9
leaf_value=-0.00040479521057849806 0.00033039518480413151 0.00059050025627032678 -0.00058545618409222067 0.00035344087436116496 0.00036509913134882431 -0.00041457714349167819 -0.00031887851827280594 0.00027744107141449835
leaf_weight=0.0010153288476115489 0.0010388408200690379 0.0011877267114984548 0.0010216044182512251 0.0010033765120877388 0.0012116869082901193 0.0018156802245150095 0.0015410689909060721 0.0010010943373875802
leaf_count=156 405 186 580 64 320 1063 148 199
internal_value=0 2.82136e-05 -4.91426e-05 -0.000101059 -2.57707e-05 -0.000114111 3.97584e-05 0.000315484
internal_weight=0 0.00982108 0.00863335 0.00759451 0.00657291 0.00536122 0.00354554 0.00200447
internal_count=3121 2965 2779 2374 1794 1474 411 263
is_linear=0
shrinkage=0.00196078


Tree=6229
num_leaves=8
num_cat=0
split_feature=159 15 0 48 15 4 12
split_gain=4.26861e-05 3.68534e-05 5.84411e-05 0.000105002 7.0346e-05 4.73098e-05 5.94941e-05
threshold=-1.0000000180025095e-35 -0.15026499999999995 -0.14920999999999998 0.082620000000000013 -0.016799999999999995 -0.35136499999999998 0.088365000000000013
decision_type=2 2 2 2 2 2 2
left_child=-1 -2 -3 4 -4 -6 -7
right_child=1 2 3 -5 5 6 -8
leaf_value=-0.00038158403568073687 0.00036587031791542361 -0.00033441160613985365 -0.00040402020475045384 0.00064099304808313141 -0.00021787452836911277 0.00053634663331926546 -1.9451430496649644e-05
leaf_weight=0.0010547667602477011 0.0011343522755900238 0.0017101972689156355 0.0014648980270949288 0.0010509234155048177 0.0013064112797894797 0.0013403344028830367 0.0016544375868711636
leaf_count=509 321 170 483 376 149 547 566
internal_value=0 3.38425e-05 -1.03263e-05 7.09777e-05 -3.29131e-05 9.34787e-05 0.0002293
internal_weight=0 0.00966155 0.0085272 0.006817 0.00576608 0.00430118 0.00299477
internal_count=3121 2612 2291 2121 1745 1262 1113
is_linear=0
shrinkage=0.00196078


Tree=6230
num_leaves=8
num_cat=0
split_feature=484 160 133 151 16 16 1
split_gain=1.45294e-05 3.55586e-05 4.67978e-05 5.67581e-05 6.61643e-05 5.74056e-05 4.46336e-05
threshold=0.084040000000000017 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.0083949999999999979 -0.056919999999999991 0.38525000000000004 0.089770000000000016
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -3 -4 6 -6 -5
right_child=-2 2 3 4 5 -7 -8
leaf_value=-0.01768533138709372 0.010948757092878451 -0.018676448866909365 -0.0161130240930249 0.0021888169275784673 -0.016585926833285577 0.014509948715679453 0.027708173373745083
leaf_weight=0.001165938667431512 0.0010641321771152042 0.0010361993169459988 0.001137600376196036 0.0010730059871270538 0.0014345562873866577 0.0010128190687899417 0.0018971258324804773
leaf_count=632 368 709 305 321 275 222 289
internal_value=0 -0.00142576 0.00107153 0.00419319 0.00845721 -0.00371724 0.0184889
internal_weight=0 0.00875725 0.00759131 0.00655511 0.00541751 0.00244738 0.00297013
internal_count=3121 2753 2121 1412 1107 497 610
is_linear=0
shrinkage=0.1


Tree=6231
num_leaves=8
num_cat=0
split_feature=0 16 52 16 16 2 1
split_gain=4.59442e-05 6.67732e-05 5.86339e-05 4.62447e-05 5.49721e-05 6.90966e-05 6.27596e-05
threshold=0.15398500000000004 0.26799500000000004 -0.081429999999999989 -0.008904999999999998 -0.48836499999999994 0.091185000000000002 0.090405000000000013
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 4 -4 6 -6
right_child=-2 -3 3 -5 5 -7 -8
leaf_value=0.00039899948793754571 0.0003863118845967373 -0.00047906393455492174 0.0001698648684998367 0.0002645399063060898 -0.00036616007437558238 -0.00057579948966083054 0.00024183498428520067
leaf_weight=0.0013066198722532759 0.001058278027635807 0.0011900491003722655 0.001684542520944029 0.0014264612699343322 0.0012739490051724295 0.0015633650927515813 0.0013386062580295246
leaf_count=458 60 349 268 368 824 516 278
internal_value=0 -4.37672e-05 1.65134e-05 -5.20702e-05 -0.000129134 -0.000249749 -5.4639e-05
internal_weight=0 0.00978359 0.00859354 0.00728692 0.00586046 0.00417592 0.00261256
internal_count=3121 3061 2712 2254 1886 1618 1102
is_linear=0
shrinkage=0.00196078


Tree=6232
num_leaves=7
num_cat=0
split_feature=12 0 15 49 15 0
split_gain=1.53641e-05 2.87747e-05 6.52323e-05 8.90853e-05 7.51005e-05 5.22629e-05
threshold=0.10711000000000002 -0.019414999999999998 -0.0063699999999999989 -0.043469999999999995 -0.10091499999999999 -0.10011499999999998
decision_type=2 2 2 2 2 2
left_child=1 2 3 -1 -5 -4
right_child=-2 -3 5 4 -6 -7
leaf_value=0.013708713171464777 -0.011534346128392761 0.012431295156705088 0.028291034317095749 -0.0062785551247449035 -0.038571466535577512 -0.00056606514200180293
leaf_weight=0.0012126642795745619 0.0010454883571699462 0.0018334662074968736 0.0010314956650120247 0.0019371056077067653 0.0011463308025131771 0.0016028574327054161
leaf_count=280 285 318 151 421 667 999
internal_value=0 0.00129089 -0.00165632 -0.00925347 -0.0182841 0.0107331
internal_weight=0 0.00876392 0.00693045 0.0042961 0.00308344 0.00263435
internal_count=3121 2836 2518 1368 1088 1150
is_linear=0
shrinkage=0.1


Tree=6233
num_leaves=8
num_cat=0
split_feature=0 1 15 15 3 2 4
split_gain=4.59463e-05 5.31238e-05 7.57963e-05 4.663e-05 8.08955e-05 6.05125e-05 2.75355e-05
threshold=0.15398500000000004 0.077565000000000009 0.035560000000000008 0.035560000000000008 -0.10519499999999998 0.098035000000000011 0.0061450000000000003
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 4 -3 6 -6
right_child=-2 3 -4 -5 5 -7 -8
leaf_value=-0.00064092038038128475 0.00037790146871980948 0.0005550466363983688 2.4406004668952304e-05 -0.00032441951156125169 -0.0004228444846822452 0.00025461239648210348 -3.3701407241855013e-05
leaf_weight=0.0012439318400014592 0.0010652647285738512 0.0012232387054943615 0.0013983825333284119 0.0011626526672838299 0.0011602017245897981 0.0019964995481258677 0.0017589896163740036
leaf_count=816 60 214 776 400 285 362 208
internal_value=0 -5.05734e-05 -0.000288812 3.5641e-05 0.000103833 -8.44882e-06 -0.000188362
internal_weight=0 0.0099439 0.00264231 0.00730158 0.00613893 0.00491569 0.00291919
internal_count=3121 3061 1592 1469 1069 855 493
is_linear=0
shrinkage=0.00196078


Tree=6234
num_leaves=9
num_cat=0
split_feature=4 0 43 160 15 16 15 16
split_gain=5.58453e-05 8.17233e-05 4.30513e-05 3.78754e-05 4.76689e-05 9.62579e-05 4.72881e-05 3.21357e-05
threshold=-0.49405499999999997 1.0000000180025095e-35 -0.24021999999999996 0.041220000000000007 -0.0063699999999999989 -0.056919999999999991 0.084050000000000014 -0.44310499999999992
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 7 -6 -4
right_child=1 -3 3 -5 6 -7 -8 -9
leaf_value=-0.00044422173000844314 -0.00041081791240273632 0.0005158141052985525 -1.7836962278908839e-05 -0.00025216731822944559 0.00061026587298308461 -0.00045442269342356163 6.3166652859479895e-05 0.00045855412885559673
leaf_weight=0.0010167354794373218 0.001000916190924849 0.0012093245449397464 0.0011682532471392602 0.0015459367417833061 0.0010753012411224285 0.0013988087132927145 0.0013959252382543402 0.0010194718641034954
leaf_count=156 153 186 185 408 192 587 888 366
internal_value=0 3.85317e-05 -2.85474e-05 2.1773e-05 9.16824e-05 -5.26986e-05 0.000301225 0.00020416
internal_weight=0 0.00981394 0.00860461 0.0076037 0.00605776 0.00358653 0.00247123 0.00218773
internal_count=3121 2965 2779 2626 2218 1138 1080 551
is_linear=0
shrinkage=0.00196078


Tree=6235
num_leaves=8
num_cat=0
split_feature=4 16 2 48 15 3 52
split_gain=1.65117e-05 3.18743e-05 6.56727e-05 3.99185e-05 7.24602e-05 5.2512e-05 3.55932e-05
threshold=0.27287000000000006 -0.092484999999999984 0.092755000000000018 0.084855000000000014 -0.016799999999999995 0.092670000000000016 0.0031350000000000002
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 4 -3 6 -6
right_child=-2 3 -4 -5 5 -7 -8
leaf_value=0.0017576130795409943 0.0097183783598449418 -0.024853451194095925 -0.030853296418076066 0.017264406844084149 -0.015384208486700954 0.024096752395046522 0.0094248773889386624
leaf_weight=0.0015776796013124992 0.0014629870981075982 0.0010757061724904161 0.0010147052880944028 0.0013676941486481164 0.001185010551750259 0.0010051045144448545 0.0011294835286786253
leaf_count=319 352 469 185 404 675 88 629
internal_value=0 -0.00179789 -0.0110069 0.00234461 -0.00229801 0.00501101 -0.00327726
internal_weight=0 0.00835538 0.00259238 0.005763 0.0043953 0.0033196 0.00231449
internal_count=3121 2769 504 2265 1861 1392 1304
is_linear=0
shrinkage=0.1


Tree=6236
num_leaves=7
num_cat=0
split_feature=133 160 42 151 4 16
split_gain=1.51478e-05 3.96408e-05 3.91708e-05 6.49613e-05 7.40795e-05 5.69711e-05
threshold=-0.085499999999999979 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.0083949999999999979 0.076415000000000025 -0.056919999999999991
decision_type=2 2 2 2 2 2
left_child=-1 -2 -3 -4 5 -5
right_child=1 2 3 4 -6 -7
leaf_value=0.010608538941267551 -0.014649929301491707 -0.014728508546395624 -0.016778447939781633 0.018146178740921715 0.030100688267947675 -0.0089172027843371898
leaf_weight=0.0011686381220860137 0.0018160151041421895 0.001163243306227562 0.0010681243187935776 0.0013283758429255424 0.001367258756688642 0.0018768313250029081
leaf_count=488 866 502 287 340 202 436
internal_value=0 -0.00152375 0.00197976 0.00542546 0.0106123 0.00229903
internal_weight=0 0.00861985 0.00680383 0.00564059 0.00457247 0.00320521
internal_count=3121 2633 1767 1265 978 776
is_linear=0
shrinkage=0.1


Tree=6237
num_leaves=9
num_cat=0
split_feature=4 0 157 160 52 2 4 47
split_gain=4.93312e-05 0.000131936 5.70148e-05 5.40511e-05 5.2328e-05 5.01977e-05 8.05812e-05 6.02823e-05
threshold=-0.49405499999999997 -1.0000000180025095e-35 -0.05495499999999999 -1.0000000180025095e-35 0.08976000000000002 0.11411 0.0052350000000000009 0.096300000000000011
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 5 6 -5 -8
right_child=1 -3 3 4 -6 -7 7 -9
leaf_value=-0.00041407978356427659 0.00036995552428749438 0.00062225285839855331 -0.00052918387303202148 -0.00040512272658364362 0.00031575712947846257 -0.00051174967250112091 0.00040040241762916802 -0.00017777618737534464
leaf_weight=0.0010661307530087641 0.0010623954253764258 0.0012621510110623945 0.0010449666085386557 0.001506204148183584 0.0012293544489092789 0.0010747165033642009 0.00163946391725797 0.0012013347105459607
leaf_count=156 405 186 580 924 320 237 242 71
internal_value=0 2.95699e-05 -5.58398e-05 -0.000114619 -4.94851e-05 -0.000132302 -3.84911e-05 0.000155899
internal_weight=0 0.0100206 0.00875844 0.00769604 0.00665107 0.00542172 0.004347 0.0028408
internal_count=3121 2965 2779 2374 1794 1474 1237 313
is_linear=0
shrinkage=0.00196078


Tree=6238
num_leaves=8
num_cat=0
split_feature=157 160 133 4 4 2 0
split_gain=1.54479e-05 5.05714e-05 4.82755e-05 4.07848e-05 6.49124e-05 7.47459e-05 5.29476e-05
threshold=-0.05495499999999999 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.082109999999999975 0.0052350000000000009 0.113445 -0.10607499999999999
decision_type=2 2 2 2 2 2 2
left_child=-1 -2 -3 -4 -5 6 -6
right_child=1 2 3 4 5 -7 -8
leaf_value=0.011405481663594268 -0.02049559135185822 -0.01752797303860551 0.017127926671567852 -0.02267605938227811 0.03155244904212838 -0.016712994951587356 0.0021655838099146427
leaf_weight=0.001046300380931695 0.0012025771670435576 0.0011241254056795049 0.0019220420908556031 0.0010045727629862675 0.0011258117886512337 0.0010122018805370624 0.0013462993891252949
leaf_count=479 644 709 316 525 104 177 167
internal_value=0 -0.00145229 0.00158697 0.00493869 -0.000280478 0.00617646 0.0155485
internal_weight=0 0.00873763 0.00753505 0.00641093 0.00448889 0.00348431 0.00247211
internal_count=3121 2642 1998 1289 973 448 271
is_linear=0
shrinkage=0.1


Tree=6239
num_leaves=7
num_cat=0
split_feature=133 160 42 48 16 4
split_gain=1.69691e-05 2.89727e-05 3.24533e-05 4.12064e-05 6.02733e-05 3.05334e-05
threshold=-0.085499999999999979 -0.079874999999999988 0.088060000000000013 0.086035000000000014 0.15891500000000003 -0.0016099999999999997
decision_type=2 2 2 2 2 2
left_child=-1 -2 3 4 5 -3
right_child=1 2 -4 -5 -6 -7
leaf_value=0.011216070831711562 -0.015026716649348333 0.023290472263347288 0.012749550005200836 -0.015815243150224711 -0.016217584414036822 0.0016033014205701684
leaf_weight=0.0011722440726728576 0.0013554507868322732 0.0011724211370128996 0.0017524087391411793 0.0016995812756605264 0.0011441535786475185 0.0014546393701289407
leaf_count=488 593 602 652 277 214 295
internal_value=0 -0.00161118 0.000906273 -0.00288737 0.00293886 0.011282
internal_weight=0 0.00857865 0.0072232 0.0054708 0.00377121 0.00262706
internal_count=3121 2633 2040 1388 1111 897
is_linear=0
shrinkage=0.1


Tree=6240
num_leaves=8
num_cat=0
split_feature=4 0 1 13 47 49 1
split_gain=5.00373e-05 0.000108934 4.27416e-05 4.30384e-05 5.80588e-05 7.95316e-05 2.82611e-05
threshold=-0.49405499999999997 -1.0000000180025095e-35 0.077565000000000009 -0.084154999999999994 0.096300000000000011 -0.054984999999999992 0.095285000000000022
decision_type=2 2 2 2 2 2 2
left_child=-1 2 -2 -4 5 -5 -7
right_child=1 -3 3 4 -6 6 -8
leaf_value=-0.00042040555663148678 -0.00030264130103579084 0.00058684829564608688 0.00030814471183047753 -0.00035461001528358082 -0.00038453834322574505 5.0711052606609413e-05 0.0004713361627790848
leaf_weight=0.0010343586925282812 0.0019119277169382352 0.0011986460792703319 0.0016189833335355222 0.0011310037864146862 0.0014889469478000499 0.0011599820895005276 0.0013050674101071562
leaf_count=156 1551 186 360 142 165 305 256
internal_value=0 3.30125e-05 -4.40372e-05 2.97149e-05 -5.89328e-05 7.58843e-05 0.000273402
internal_weight=0 0.00981456 0.00861591 0.00670398 0.005085 0.00359605 0.00246505
internal_count=3121 2965 2779 1228 868 703 561
is_linear=0
shrinkage=0.00196078


Tree=6241
num_leaves=9
num_cat=0
split_feature=4 0 157 16 15 1 0 49
split_gain=5.42469e-05 7.6818e-05 4.51068e-05 4.27319e-05 0.000137139 5.65472e-05 5.79767e-05 4.27902e-05
threshold=-0.49405499999999997 -1.0000000180025095e-35 -0.05495499999999999 -0.056919999999999991 -0.016799999999999995 0.085110000000000005 -0.11173999999999999 -0.026779999999999995
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 -2 5 -5 -4 7 -7
right_child=1 -3 3 4 -6 6 -8 -9
leaf_value=-0.0004368480859270259 0.00036342790640555764 0.00051556689603032618 -0.00033783773682580557 -0.00072195424417323048 0.00022313694291764801 0.00025364222870492034 0.00046129027850481643 -0.00027113532513688637
leaf_weight=0.0010061836659659403 0.0010207867502288626 0.0011568635452170991 0.0012415900145303122 0.0012997663730119529 0.0010814547523629609 0.001068381147707808 0.0014010102143886729 0.0013550674108030705
leaf_count=156 405 186 862 488 385 104 397 138
internal_value=0 4.16377e-05 -2.31081e-05 -7.609e-05 -0.000292732 2.57393e-05 0.000143773 -3.97863e-05
internal_weight=0 0.00962492 0.00846806 0.00744727 0.00238122 0.00506605 0.00382446 0.00242345
internal_count=3121 2965 2779 2374 873 1501 639 242
is_linear=0
shrinkage=0.00196078


Tree=6242
num_leaves=8
num_cat=0
split_feature=484 457 1 4 4 4 16
split_gain=1.76187e-05 2.83321e-05 5.94967e-05 4.19292e-05 6.89041e-05 4.92597e-05 1.67448e-05
threshold=0.084040000000000017 0.045365000000000009 0.12337000000000002 -0.076229999999999978 0.053180000000000012 0.25615500000000008 -0.078844999999999985
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 6 -5 -6 -1
right_child=-2 -3 -4 4 5 -7 -8
leaf_value=0.01182160459898573 0.012085308243068117 0.013560235812025256 0.015742765404380531 -0.034546768594252285 0.0096350996742889591 -0.01844639376651843 -0.0045110500543722541
leaf_weight=0.0010358638472945114 0.0010623778020192902 0.0010853075609891837 0.0013033740777058647 0.0011786962049501618 0.0011799421520800758 0.0013274139013393993 0.0015931579516802053
leaf_count=518 368 226 238 903 253 172 443
internal_value=0 -0.00155597 -0.00370939 -0.00772414 -0.0146057 -0.00523146 0.0019242
internal_weight=0 0.00870376 0.00761845 0.00631507 0.00368605 0.00250736 0.00262902
internal_count=3121 2753 2527 2289 1328 425 961
is_linear=0
shrinkage=0.1


Tree=6243
num_leaves=8
num_cat=0
split_feature=4 16 12 48 42 16 13
split_gain=1.85217e-05 3.66957e-05 4.31279e-05 4.27976e-05 7.10882e-05 7.13531e-05 5.16973e-05
threshold=0.27287000000000006 -0.094359999999999986 0.088930000000000023 0.084855000000000014 0.086325000000000013 0.22339500000000004 -0.0034749999999999994
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 4 5 6 -3
right_child=-2 3 -4 -5 -6 -7 -8
leaf_value=-0.023340691523594803 0.010363564164149014 0.032241379471489549 0.0035961584822774258 0.01724359160121184 -0.024319541291273554 -0.01532060435730271 0.0010289603886753122
leaf_weight=0.0014328570286543819 0.0014490557544208438 0.0010021449887381028 0.0010157282499303729 0.0014602079784116016 0.0011154965247511875 0.0011359240895640671 0.0011279016122454171
leaf_count=274 352 573 193 409 733 217 370
internal_value=0 -0.00189044 -0.0121667 0.00241693 -0.00252434 0.00491984 0.0157138
internal_weight=0 0.00829026 0.00244859 0.00584168 0.00438147 0.00326597 0.00213005
internal_count=3121 2769 467 2302 1893 1160 943
is_linear=0
shrinkage=0.1


Tree=6244
num_leaves=9
num_cat=0
split_feature=133 52 52 4 3 15 1 2
split_gain=0.000105639 8.05511e-05 0.000151101 8.08167e-05 7.69211e-05 9.88565e-05 0.000127169 2.94341e-05
threshold=0.10622000000000002 0.070205000000000017 0.11434500000000002 -0.04890499999999999 -0.10519499999999998 -0.016799999999999995 0.11181500000000001 0.090675000000000019
decision_type=2 2 2 2 2 2 2 2
left_child=1 3 -3 -1 -5 6 7 -6
right_child=-2 2 -4 4 5 -7 -8 -9
leaf_value=-0.00044668566908900322 -0.00061907048562298529 0.00080365533687193152 -9.1044338741437967e-05 0.00053394153174675071 -0.00013820373935935268 0.00043853347647378042 -0.00064750469208775269 0.00032563221828985534
leaf_weight=0.0016562991260772857 0.0010159687464046949 0.0013407232260641993 0.0015821054729345985 0.0010175140395526326 0.001047866312655323 0.0011613669189332741 0.0015356573935831194 0.0010561441487546249
leaf_count=526 435 448 420 131 348 238 255 320
internal_value=0 4.33687e-05 0.000319361 -6.45503e-05 4.42278e-05 -5.95604e-05 -0.000218495 9.46267e-05
internal_weight=0 0.0103977 0.00292283 0.00747485 0.00581855 0.00480103 0.00363967 0.00210401
internal_count=3121 2686 868 1818 1292 1161 923 668
is_linear=0
shrinkage=0.00196078


Tree=6245
num_leaves=9
num_cat=0
split_feature=0 1 15 15 47 48 52 47
split_gain=4.63848e-05 5.81712e-05 8.21621e-05 7.1732e-05 7.75109e-05 5.85368e-05 8.20831e-05 5.84691e-05
threshold=0.15398500000000004 0.077565000000000009 0.088235000000000022 0.035560000000000008 0.087235000000000021 0.086035000000000014 -0.046924999999999988 0.11069000000000002
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 6 -3 -6
right_child=-2 3 -4 -5 7 -7 -8 -9
leaf_value=-0.00060837076468711626 0.00037483657039854228 0.00090667085221824079 9.4081485677397682e-05 -0.00041162803050734772 -0.00044681858655888288 -4.0811137947128797e-05 0.00016243365332893945 0.00014606918312047221
leaf_weight=0.0014780279414417781 0.00108080069123418 0.0010304008592303862 0.001129305506943771 0.0011483887196094261 0.0012198555196384728 0.0011869523865025607 0.0012744810712983278 0.0013441763081343328
leaf_count=1190 60 253 402 400 150 165 354 147
internal_value=0 -5.31566e-05 -0.00030412 3.7671e-05 0.000122873 0.000312962 0.000495146 -0.000136001
internal_weight=0 0.00981159 0.00260733 0.00720425 0.00605587 0.00349183 0.00230488 0.00256403
internal_count=3121 3061 1592 1469 1069 772 607 297
is_linear=0
shrinkage=0.00196078


Tree=6246
num_leaves=7
num_cat=0
split_feature=4 4 16 133 52 52
split_gain=1.52389e-05 3.07373e-05 3.04402e-05 6.1271e-05 4.81652e-05 3.8696e-05
threshold=0.27287000000000006 0.098655000000000007 0.38525000000000004 0.090665000000000009 0.0031350000000000002 -0.013374999999999998
decision_type=2 2 2 2 2 2
left_child=1 2 3 4 5 -1
right_child=-2 -3 -4 -5 -6 -7
leaf_value=0.0046877976351957897 0.0093591769335459249 -0.013741352007128253 0.017036376102284142 -0.023970061251281146 0.017864381142143518 -0.018694357620931617
leaf_weight=0.0019190964165338557 0.0014546822055976601 0.0016968672604105086 0.0010416756354212396 0.0010027925797447285 0.001520231387124545 0.0011213328903759434
leaf_count=682 352 195 281 467 770 374
internal_value=0 -0.00173647 0.00134761 -0.00158989 0.00333104 -0.00393571
internal_weight=0 0.008302 0.00660513 0.00556345 0.00456066 0.00304043
internal_count=3121 2769 2574 2293 1826 1056
is_linear=0
shrinkage=0.1


Tree=6247
num_leaves=8
num_cat=0
split_feature=12 3 12 43 0 0 16
split_gain=1.39685e-05 2.47336e-05 2.49119e-05 3.75832e-05 7.0072e-05 4.92016e-05 4.41637e-05
threshold=0.10711000000000002 0.13524500000000003 0.092355000000000007 -0.092909999999999979 -0.10224499999999999 -0.18113999999999997 -0.056919999999999991
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 -1 5 -5 -6
right_child=-2 -3 -4 4 6 -7 -8
leaf_value=-0.013790621230643861 -0.011023586393270108 0.015598022006777984 -0.013398083263176359 0.0055444398375483284 0.029671275958731091 -0.022240330469984332 0.0026931078292977543
leaf_weight=0.0012392899696139562 0.0010406554009448803 0.0010537538353412555 0.0012927237502062079 0.0015790570994032027 0.0013753174270303154 0.0010686583629901363 0.001085891628087801
leaf_count=264 285 179 634 150 705 217 687
internal_value=0 0.00123586 -0.000744814 0.00183184 0.00562144 -0.00566992 0.0177684
internal_weight=0 0.00869469 0.00764094 0.00634821 0.00510892 0.00264772 0.00246121
internal_count=3121 2836 2657 2023 1759 367 1392
is_linear=0
shrinkage=0.1


Tree=6248
num_leaves=9
num_cat=0
split_feature=4 0 43 0 52 52 47 2
split_gain=6.9387e-05 9.65545e-05 6.52019e-05 4.94834e-05 8.69711e-05 8.38283e-05 4.79543e-05 4.75618e-05
threshold=-0.49405499999999997 1.0000000180025095e-35 0.054355000000000007 -0.053834999999999994 -0.081429999999999989 -0.0064899999999999992 0.087235000000000021 0.091185000000000002
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 -6 7 -7
right_child=1 -3 -4 -5 5 6 -8 -9
leaf_value=-0.00048445846674263185 0.00053483415456096525 0.00055830820661561761 -0.00049720585329121267 -0.00036607445249501111 -0.00046595929930348976 0.00048967831298113614 -0.0001389067141400533 -4.910134958987585e-05
leaf_weight=0.0010504719089362317 0.0013728344460498827 0.0012374664689922014 0.0010024170456975007 0.00104016151254237 0.0012393118696929287 0.0016064742034415081 0.001766149491607466 0.0010362865098822033
leaf_count=156 481 186 381 160 360 823 167 407
internal_value=0 4.45502e-05 -2.55937e-05 3.30516e-05 9.21816e-05 -1.54078e-05 0.000111239 0.000278411
internal_weight=0 0.0103011 0.00906364 0.00806122 0.00702106 0.00564822 0.00440891 0.00264276
internal_count=3121 2965 2779 2398 2238 1757 1397 1230
is_linear=0
shrinkage=0.00196078


Tree=6249
num_leaves=8
num_cat=0
split_feature=0 15 12 1 47 48 16
split_gain=1.53546e-05 4.27543e-05 4.15038e-05 3.99033e-05 5.79158e-05 5.44448e-05 5.76523e-05
threshold=-0.062294999999999996 -1.0000000180025095e-35 0.09141500000000001 0.077565000000000009 0.096300000000000011 0.086035000000000014 -0.087989999999999985
decision_type=2 2 2 2 2 2 2
left_child=3 -2 -3 -1 5 6 -5
right_child=1 2 -4 4 -6 -7 -8
leaf_value=-0.017809352851019766 0.02213164320742567 -0.017406820104325021 0.0098142185051675011 0.033245123268240986 -0.018070500954602411 -0.011212969658610617 0.0032730299925295119
leaf_weight=0.0014064968305092249 0.0010504606503571861 0.001007265789544735 0.0012617385928189854 0.0010509802515928156 0.0011846623239258648 0.0011285646223547913 0.0016482989864471244
leaf_count=1451 275 158 162 256 190 152 477
internal_value=0 0.00545211 -0.00226986 -0.00292505 0.00125145 0.00723131 0.0149428
internal_weight=0 0.00331947 0.002269 0.006419 0.00501251 0.00382784 0.00269928
internal_count=3121 595 320 2526 1075 885 733
is_linear=0
shrinkage=0.1


Tree=6250
num_leaves=8
num_cat=0
split_feature=48 48 1 4 0 42 4
split_gain=4.47392e-05 7.64401e-05 4.73016e-05 4.93964e-05 6.05395e-05 4.36673e-05 6.23283e-05
threshold=0.11951500000000001 0.092805000000000012 0.111945 -0.0016099999999999997 -0.10224499999999999 0.086325000000000013 -0.084369999999999987
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 5 -5 6 -1
right_child=-2 -3 -4 4 -6 -7 -8
leaf_value=-0.00011233426674963127 -0.00039681229444343542 0.0005135537495526433 0.00024310091528731558 -0.00057588643949095389 1.6581813679504755e-05 -0.00030325700014253765 0.00044003794857542979
leaf_weight=0.0016948507780357135 0.0010441923795637886 0.0011154321130944353 0.0019030748972520542 0.0015005309623408545 0.00118810896201961 0.0011455565296624127 0.001463608126759124
leaf_count=468 114 245 374 217 363 680 660
internal_value=0 2.96963e-05 -3.09744e-05 -0.000105565 -0.000314075 2.46875e-05 0.000143631
internal_weight=0 0.0100112 0.00889573 0.00699266 0.00268864 0.00430402 0.00315846
internal_count=3121 3007 2762 2388 580 1808 1128
is_linear=0
shrinkage=0.00196078


Tree=6251
num_leaves=9
num_cat=0
split_feature=133 133 160 52 4 3 52 15
split_gain=0.000104514 0.000112636 6.78378e-05 9.0382e-05 0.000105087 7.94691e-05 7.18962e-05 2.28673e-05
threshold=0.10622000000000002 0.083950000000000011 0.041220000000000007 0.091275000000000009 -0.077834999999999988 -0.05647499999999999 -0.049749999999999996 -0.042209999999999991
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 7 -7 -6
right_child=-2 -3 -4 -5 5 6 -8 -9
leaf_value=-0.00063013454698490233 -0.00061248557462275548 0.00059435107272094452 -0.00038647098467105176 0.0004358597538648806 0.00014495994161212836 0.00025910055859865915 -0.00037078528512923283 0.00056288735114663193
leaf_weight=0.0010482353890289035 0.0010155258768415705 0.0012686263224761353 0.001670076355682921 0.001790719309157778 0.001005145734833442 0.0010785182438134353 0.0019679138774793183 0.0010082677553325738
leaf_count=570 435 580 263 419 295 148 223 188
internal_value=0 4.53577e-05 -2.74269e-05 4.84873e-05 -6.50795e-05 5.19815e-05 -0.000147789 0.000354248
internal_weight=0 0.0108375 0.00956888 0.0078988 0.00610808 0.00505985 0.00304643 0.00201341
internal_count=3121 2686 2106 1843 1424 854 371 483
is_linear=0
shrinkage=0.00196078


Tree=6252
num_leaves=9
num_cat=0
split_feature=4 0 1 15 47 51 52 0
split_gain=5.22779e-05 0.000102095 4.72876e-05 5.58894e-05 5.29985e-05 0.000122592 4.38469e-05 3.43132e-05
threshold=-0.49013999999999996 -1.0000000180025095e-35 0.077565000000000009 0.035560000000000008 1.0000000180025095e-35 0.086685000000000012 -0.018574999999999998 -0.10836499999999999
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 6 -4 -6
right_child=1 -3 3 -5 7 -7 -8 -9
leaf_value=-0.00042136615643655967 -0.00030177413246861712 0.00057493810057601495 0.00085586744213089262 -0.00038193381445280694 -0.00035220895388626014 -0.00026032098561521344 0.00028558286427283797 0.00010071366230649933
leaf_weight=0.0010517913050854229 0.0019797336445366975 0.001198820924212537 0.0010203080020220715 0.0010133921447163666 0.0010946589964275812 0.0010340970592824772 0.0010535887034119193 0.0015589428508869067
leaf_count=169 1551 173 193 367 102 110 241 215
internal_value=0 3.82942e-05 -3.51907e-05 4.27082e-05 0.000117397 0.000291165 0.000566149 -8.61251e-05
internal_weight=0 0.00995354 0.00875472 0.00677499 0.0057616 0.00310799 0.0020739 0.0026536
internal_count=3121 2952 2779 1228 861 544 434 317
is_linear=0
shrinkage=0.00196078


Tree=6253
num_leaves=8
num_cat=0
split_feature=50 15 16 0 48 13 4
split_gain=1.68223e-05 3.54171e-05 4.00307e-05 7.49613e-05 5.98154e-05 5.79809e-05 4.90382e-05
threshold=0.079410000000000008 -0.15914499999999995 -0.094359999999999986 -0.11756999999999999 0.087555000000000008 -0.033284999999999988 -0.04890499999999999
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 -3 5 -4 -7
right_child=-2 2 4 -5 -6 6 -8
leaf_value=0.01902579464997264 -0.011598443760331223 -0.028725252186367008 -0.016993714794850148 0.0056923881181331817 0.025307373064491559 -0.0073153790096517849 0.020427692389955024
leaf_weight=0.0010085295881119803 0.0011228840617632475 0.0012425330488486236 0.0014966703476040335 0.0012895895703137665 0.001061672261402258 0.0011718303523938973 0.0013962908765245308
leaf_count=306 609 167 797 241 267 513 221
internal_value=0 0.00141011 -0.000909628 -0.0111966 0.00417145 -0.00134899 0.00776857
internal_weight=0 0.00866712 0.00765859 0.00253212 0.00512646 0.00406479 0.00256812
internal_count=3121 2512 2206 408 1798 1531 734
is_linear=0
shrinkage=0.1


Tree=6254
num_leaves=8
num_cat=0
split_feature=0 403 4 4 1 52 15
split_gain=1.38434e-05 4.32368e-05 7.4973e-05 4.5863e-05 7.02696e-05 3.49792e-05 5.71122e-05
threshold=0.13134000000000004 0.03138500000000001 -0.064804999999999988 -0.0016099999999999997 0.092390000000000014 -0.049749999999999996 -0.11713499999999999
decision_type=2 2 2 2 2 2 2
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right_child=-2 -3 3 4 5 6 -8
leaf_value=-0.02358420595767775 0.009846519204846773 0.01795430337659663 0.020123729059362962 -0.022864034427994662 0.01877022153277361 -0.018558249760149831 0.011838141021162679
leaf_weight=0.0015653836355274797 0.0012293740796330424 0.0010070912529906006 0.001036731487910671 0.0013094286464861008 0.0011290329475480798 0.0011672726580778375 0.0013139483451064683
leaf_count=989 84 360 740 426 131 218 173
internal_value=0 -0.0015041 -0.00410937 0.00100874 -0.00301939 0.0041782 -0.00246162
internal_weight=0 0.00852889 0.0075218 0.00595641 0.00491968 0.00361025 0.00248122
internal_count=3121 3037 2677 1688 948 522 391
is_linear=0
shrinkage=0.1


Tree=6255
num_leaves=9
num_cat=0
split_feature=48 48 51 2 2 4 0 0
split_gain=6.52408e-05 8.27972e-05 5.93801e-05 7.79475e-05 6.75918e-05 5.5346e-05 6.29207e-05 4.77052e-05
threshold=0.11951500000000001 0.092475000000000016 0.084745000000000015 0.11293500000000002 0.10097500000000002 0.15285000000000001 -0.077999999999999986 -0.030209999999999997
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 -1 -8
right_child=-2 -3 -4 -5 -6 -7 7 -9
leaf_value=-0.0003194228804490556 -0.00048537366676706462 0.00052185991315801205 -0.00045451904130230713 0.00049157424587379262 -0.00048234565573030991 0.0004406261429165343 0.00045200451054307303 -0.00012862895437493714
leaf_weight=0.001925133180982897 0.0010098697107759824 0.001194299234681292 0.0011000461790075747 0.0011990426120199018 0.001155837911931564 0.0010642393379417213 0.0011090468682266106 0.0010678448667676191
leaf_count=1239 114 251 330 338 256 165 324 104
internal_value=0 3.80122e-05 -2.90155e-05 3.32188e-05 -5.37123e-05 4.21849e-05 -6.11876e-05 0.000167183
internal_weight=0 0.00981549 0.00862119 0.00752114 0.0063221 0.00516626 0.00410202 0.00217689
internal_count=3121 3007 2756 2426 2088 1832 1667 428
is_linear=0
shrinkage=0.00196078


Tree=6256
num_leaves=7
num_cat=0
split_feature=16 4 2 0 0 15
split_gain=1.64307e-05 4.08357e-05 3.30703e-05 3.68412e-05 6.6088e-05 4.19825e-05
threshold=-0.48836499999999994 0.098655000000000007 0.11093500000000002 0.047850000000000011 -0.077999999999999986 -0.09095499999999998
decision_type=2 2 2 2 2 2
left_child=-1 2 3 4 5 -2
right_child=1 -3 -4 -5 -6 -7
leaf_value=0.0095162292520867588 0.006387785797696068 -0.015695634454500593 0.015160672776532698 -0.018082328596931391 0.019865656318348759 -0.019138043665499552
leaf_weight=0.0015090779350436971 0.0012248898206665977 0.0016893449240368728 0.0014343975781318605 0.0011163927535888709 0.001411639096897321 0.0013594333755935063
leaf_count=274 330 291 323 162 518 1223
internal_value=0 -0.00183404 0.00174285 -0.00202185 0.00246513 -0.00703958
internal_weight=0 0.0082361 0.00654675 0.00511236 0.00399596 0.00258432
internal_count=3121 2847 2556 2233 2071 1553
is_linear=0
shrinkage=0.1


Tree=6257
num_leaves=7
num_cat=0
split_feature=4 42 49 160 0 52
split_gain=1.44842e-05 2.65248e-05 3.6302e-05 3.70355e-05 3.6374e-05 5.89505e-05
threshold=0.27287000000000006 0.092145000000000019 -0.00064499999999999985 0.079055000000000014 -0.10011499999999998 0.083680000000000018
decision_type=2 2 2 2 2 2
left_child=1 2 3 -1 -4 -6
right_child=-2 -3 4 -5 5 -7
leaf_value=-0.023034914913825318 0.0091612925326503541 -0.015227008277551713 0.017730803493192601 0.0029957561800168708 -0.01487526315349666 0.012149794273312628
leaf_weight=0.001092994234362371 0.001446992948635214 0.0012309109853781948 0.0016202974770379475 0.0010932921894259077 0.0015303698702131122 0.0017079715698625339
leaf_count=340 352 544 246 177 840 622
internal_value=0 -0.00168308 0.000683362 -0.0100178 0.00549866 -0.000621661
internal_weight=0 0.00827584 0.00704493 0.00218629 0.00485864 0.00323834
internal_count=3121 2769 2225 517 1708 1462
is_linear=0
shrinkage=0.1


Tree=6258
num_leaves=8
num_cat=0
split_feature=0 403 4 52 1 1 2
split_gain=1.37094e-05 3.77626e-05 6.03308e-05 4.30888e-05 4.28362e-05 3.7083e-05 2.77912e-05
threshold=0.13134000000000004 0.022375000000000003 -0.064804999999999988 -0.081429999999999989 0.090540000000000023 0.10612500000000001 0.11144000000000001
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 -4 -5 -6 -7
right_child=-2 -3 3 4 5 6 -8
leaf_value=-0.021497628779016995 0.0098197966060649539 0.016751658661962144 0.016138420034894279 -0.020307719024261692 0.01731380973061376 -0.017683796018134419 0.0044405014974700039
leaf_weight=0.0015502559032190451 0.0012262905481887519 0.0010005984449303158 0.00137979605406649 0.0011933790675318075 0.001051350141527318 0.0010188398013801989 0.0012824000880402938
leaf_count=980 84 372 477 617 183 170 238
internal_value=0 -0.00149255 -0.00393438 0.000660394 -0.00403751 0.00175399 -0.0053547
internal_weight=0 0.00847662 0.00747602 0.00592577 0.00454597 0.00335259 0.00230124
internal_count=3121 3037 2665 1685 1208 591 408
is_linear=0
shrinkage=0.1


Tree=6259
num_leaves=8
num_cat=0
split_feature=3 15 52 48 0 13 3
split_gain=1.44988e-05 3.96854e-05 8.73059e-05 6.31745e-05 6.1569e-05 4.18134e-05 3.68302e-05
threshold=-0.10519499999999998 -0.016799999999999995 0.091820000000000013 0.083985000000000018 -0.23001499999999997 -0.014169999999999999 -0.14847999999999997
decision_type=2 2 2 2 2 2 2
left_child=6 3 5 -2 -5 -3 -1
right_child=1 2 -4 4 -6 -7 -8
leaf_value=-0.0043672657420120286 -0.021933335015856086 0.0011767560872686827 -0.018511057310618882 -0.014433909927161606 0.020257371036654818 0.027885071193736316 0.021274718062008632
leaf_weight=0.0012714702526264252 0.0019365959326958374 0.0010394535169313687 0.0010378338322011328 0.0010029265711413715 0.0010442664329817237 0.0013441759215681735 0.0010012414555262651
leaf_count=263 843 568 380 60 425 437 145
internal_value=0 -0.00220166 0.00569763 -0.00898593 0.003262 0.0162381 0.00692929
internal_weight=0 0.00740525 0.00342146 0.00398379 0.00204719 0.00238363 0.00227271
internal_count=3121 2713 1385 1328 485 1005 408
is_linear=0
shrinkage=0.1


Tree=6260
num_leaves=7
num_cat=0
split_feature=42 43 16 3 48 16
split_gain=1.53613e-05 3.17627e-05 3.89444e-05 3.27653e-05 2.83301e-05 5.56283e-05
threshold=-1.0000000180025095e-35 -0.074359999999999996 0.061255000000000011 -0.084074999999999997 0.086035000000000014 -0.088159999999999988
decision_type=2 2 2 2 2 2
left_child=-1 3 4 -2 5 -3
right_child=1 2 -4 -5 -6 -7
leaf_value=-0.0089651003983164512 0.00052262084193184771 0.021388864548325452 -0.01693519050296843 0.02526137187069143 -0.0084853389863188064 -0.0060338326833353009
leaf_weight=0.0016103980578511872 0.0011401093603884368 0.0015309459309188536 0.0013554220224935949 0.0010093458602257791 0.0015676408185448681 0.0014313393782029464
leaf_count=862 294 350 277 609 202 527
internal_value=0 0.00173567 -0.00206403 0.0121395 0.00238564 0.00813856
internal_weight=0 0.0080348 0.00588535 0.00214946 0.00452993 0.00296229
internal_count=3121 2259 1356 903 1079 877
is_linear=0
shrinkage=0.1


Tree=6261
num_leaves=8
num_cat=0
split_feature=0 1 47 48 16 13 13
split_gain=1.56826e-05 3.6496e-05 4.12391e-05 4.72783e-05 4.7651e-05 2.86836e-05 4.0089e-05
threshold=-0.061629999999999997 0.077565000000000009 0.096300000000000011 0.086035000000000014 -0.087989999999999985 0.11596500000000001 -0.061684999999999997
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 6 -2
right_child=5 2 -4 -5 -6 -7 -8
leaf_value=-0.017277806951203508 0.011701461059354852 0.030062345397530318 -0.015302657592624598 -0.011128642410830765 0.0027058366156391439 0.018586200834784482 -0.015680377105080502
leaf_weight=0.0013873662635927719 0.0011372403061246474 0.0010415903436138308 0.0011757259279571598 0.001119678550193258 0.0016380828020898506 0.0011171001046771057 0.0010091532644862149
leaf_count=1453 175 256 193 153 482 82 327
internal_value=0 -0.00293564 0.00106386 0.00612855 0.0133393 0.00559098 -0.00117245
internal_weight=0 0.00636244 0.00497508 0.00379935 0.00267967 0.00326349 0.00214639
internal_count=3121 2537 1084 891 738 584 502
is_linear=0
shrinkage=0.1


Tree=6262
num_leaves=9
num_cat=0
split_feature=48 50 48 1 15 49 15 4
split_gain=4.4103e-05 8.98841e-05 0.000104073 9.54994e-05 6.13932e-05 4.7459e-05 4.30331e-05 9.28642e-05
threshold=0.11951500000000001 0.079410000000000008 0.092475000000000016 0.111945 -0.0063699999999999989 -1.0000000180025095e-35 0.035560000000000008 -0.35136499999999998
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 -1 7 -6
right_child=-2 -3 -4 -5 6 -7 -8 -9
leaf_value=-9.0868969014588932e-05 -0.00039451360020316113 -0.00051369239663811347 0.00063594894400687029 0.00042222858972232964 -0.0001424794897238451 -0.00068127564154702607 -0.00020586472047637308 0.00061626743849185945
leaf_weight=0.0010934984946154409 0.0010339430441430849 0.0010475030549685618 0.0011807925059917667 0.0017157486862307506 0.0013726751741783563 0.0010041120678261947 0.0016726533508513667 0.0011312937623979772
leaf_count=283 114 570 207 334 139 490 884 100
internal_value=0 3.04441e-05 9.25964e-05 1.22975e-05 -9.9802e-05 -0.000373493 3.76527e-05 0.000200323
internal_weight=0 0.0102183 0.00917077 0.00798998 0.00627423 0.00209761 0.00417662 0.00250397
internal_count=3121 3007 2437 2230 1896 773 1123 239
is_linear=0
shrinkage=0.00196078


Tree=6263
num_leaves=8
num_cat=0
split_feature=48 48 51 1 15 43 43
split_gain=5.25427e-05 0.000100949 6.21959e-05 6.28346e-05 5.37371e-05 3.73412e-05 3.88398e-05
threshold=0.11951500000000001 0.092475000000000016 0.084745000000000015 0.111945 -0.0063699999999999989 -0.084004999999999982 0.016310000000000002
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 4 -1 -6 -7
right_child=-2 -3 -4 -5 5 6 -8
leaf_value=-0.00037120568292647811 -0.00043012201555004596 0.00057413601670776966 -0.00047411023613704966 0.00036872467442502355 0.00032126915917212579 -0.00032481328543201241 0.0001317676947778594
leaf_weight=0.0016008792872083746 0.0010011977487781104 0.0011999672813060693 0.0010752507338690981 0.0016447045589828031 0.0013390251803270803 0.001308123450939472 0.0015833038283643332
leaf_count=845 114 251 330 327 248 749 257
internal_value=0 4.15603e-05 -3.31739e-05 3.02443e-05 -6.52228e-05 5.05667e-05 -7.47961e-05
internal_weight=0 0.00975125 0.00855129 0.00747604 0.00583133 0.00423045 0.00289143
internal_count=3121 3007 2756 2426 2099 1254 1006
is_linear=0
shrinkage=0.00196078


Tree=6264
num_leaves=8
num_cat=0
split_feature=4 0 157 160 52 0 15
split_gain=5.12299e-05 0.000110589 4.66046e-05 6.98082e-05 6.21482e-05 7.4855e-05 5.4925e-05
threshold=-0.49405499999999997 -1.0000000180025095e-35 -0.05495499999999999 -1.0000000180025095e-35 0.08976000000000002 -0.10011499999999998 -0.095869999999999983
decision_type=2 2 2 2 2 2 2
left_child=-1 2 -2 -4 5 6 -5
right_child=1 -3 3 4 -6 -7 -8
leaf_value=-0.0004264794843456961 0.00035285067314021781 0.00059974276941899001 -0.0005723494061760354 -0.00018254348354629739 0.00037747797640791137 -0.00043689873335337679 0.00031009205318603125
leaf_weight=0.0010170011624352363 0.0010151036235428682 0.001176189626410965 0.0010174619242596982 0.0018014829427631428 0.0012269292269306425 0.0018013435828180997 0.001683019321383648
leaf_count=156 405 186 580 199 320 1063 212
internal_value=0 3.60461e-05 -4.15417e-05 -9.47072e-05 -2.00873e-05 -0.000112369 5.54001e-05
internal_weight=0 0.00972153 0.00854534 0.00753024 0.00651278 0.00528585 0.0034845
internal_count=3121 2965 2779 2374 1794 1474 411
is_linear=0
shrinkage=0.00196078


Tree=6265
num_leaves=7
num_cat=0
split_feature=50 3 47 49 0 1
split_gain=1.49301e-05 3.25112e-05 4.80375e-05 4.8752e-05 6.45872e-05 3.8132e-05
threshold=0.079410000000000008 -0.10519499999999998 0.077555000000000013 -0.054319999999999993 -0.10011499999999998 0.078340000000000007
decision_type=2 2 2 2 2 2
left_child=1 5 3 -3 -5 -1
right_child=-2 2 -4 4 -6 -7
leaf_value=-0.001574346671557947 -0.010987652855466285 -0.012520501378689687 -0.015636921354791916 0.025868376205716942 -0.0025680342081076859 0.025444798946666854
leaf_weight=0.0010244953746574369 0.0011061334510862027 0.0013613515907755724 0.0018743766261449203 0.0014344664790145577 0.0018022111123623687 0.0010656406425251356
leaf_count=115 609 296 299 244 1325 233
internal_value=0 0.00135789 -0.00214373 0.00335674 0.0100347 0.0122012
internal_weight=0 0.00856254 0.00647241 0.00459803 0.00323668 0.00209014
internal_count=3121 2512 2164 1865 1569 348
is_linear=0
shrinkage=0.1


Tree=6266
num_leaves=7
num_cat=0
split_feature=13 3 1 12 2 42
split_gain=1.49642e-05 3.0407e-05 3.99766e-05 6.40237e-05 4.60548e-05 2.66025e-05
threshold=-0.23438999999999996 0.10893000000000001 0.11588000000000001 0.092355000000000007 0.088225000000000012 0.084695000000000006
decision_type=2 2 2 2 2 2
left_child=-1 2 3 4 -2 -6
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leaf_value=0.010323482944249505 -0.0093544873384220385 -0.015804989534784954 0.017490506318937889 -0.02383577808164241 0.018010855642297045 -0.001836637095971341
leaf_weight=0.0012158706726010547 0.0019246658519857193 0.0012698067911138481 0.0012179049253669997 0.0011284410045017731 0.0018119698227231961 0.0010765534663637207
leaf_count=169 1105 111 257 786 380 313
internal_value=0 -0.00154355 0.000985836 -0.00239726 0.00262895 0.0106137
internal_weight=0 0.00842934 0.00715954 0.00594163 0.00481319 0.00288852
internal_count=3121 2952 2841 2584 1798 693
is_linear=0
shrinkage=0.1


Tree=6267
num_leaves=8
num_cat=0
split_feature=42 43 42 3 3 13 2
split_gain=1.34756e-05 2.82756e-05 3.85735e-05 3.09568e-05 2.64215e-05 2.68353e-05 4.16906e-05
threshold=-1.0000000180025095e-35 -0.074359999999999996 0.082250000000000004 -0.084074999999999997 0.013900000000000001 -0.39067499999999994 0.11215000000000001
decision_type=2 2 2 2 2 2 2
left_child=-1 3 4 -2 -3 -6 -7
right_child=1 2 -4 -5 5 6 -8
leaf_value=-0.0083979379558966755 0.00014044211977050499 0.015000410380617278 -0.018807990908030404 0.024187504314222813 0.010991475531893977 0.0028669780787055413 -0.023211394645554235
leaf_weight=0.0016079674931679276 0.0011386772468306838 0.0011690200181227869 0.0011035367792520548 0.0010103591958379446 0.0010670821946937776 0.0014819833538350373 0.0010454928621287298
leaf_count=862 294 211 726 609 144 192 83
internal_value=0 0.00163279 -0.00196165 0.0114461 0.00194099 -0.00230619 -0.00792036
internal_weight=0 0.00801615 0.00586712 0.00214904 0.00476358 0.00359456 0.00252748
internal_count=3121 2259 1356 903 630 419 275
is_linear=0
shrinkage=0.1


Tree=6268
num_leaves=7
num_cat=0
split_feature=4 16 2 16 15 3
split_gain=1.57845e-05 2.49062e-05 5.24843e-05 3.23132e-05 5.28442e-05 8.1478e-05
threshold=0.27287000000000006 -0.092484999999999984 0.092755000000000018 -0.056919999999999991 -0.016799999999999995 0.10542000000000001
decision_type=2 2 2 2 2 2
left_child=1 2 -1 -3 -5 -6
right_child=-2 3 -4 4 5 -7
leaf_value=0.0016517921497242035 0.0096903536282172201 0.014819372711987817 -0.027781239508086294 -0.018795620672391312 -0.0073257372426050729 0.028019761994481848
leaf_weight=0.0015356291563137737 0.0014208204906555914 0.0014532365649190544 0.0010006032900810452 0.0013478175978903174 0.0018344627812506894 0.0010119574418221422
leaf_count=319 352 860 185 651 690 64
internal_value=0 -0.00172812 -0.00996023 0.00196884 -0.00248366 0.00524027
internal_weight=0 0.00818371 0.00253623 0.00564747 0.00419424 0.00284642
internal_count=3121 2769 504 2265 1405 754
is_linear=0
shrinkage=0.1


Tree=6269
num_leaves=8
num_cat=0
split_feature=0 16 52 160 4 16 1
split_gain=4.34916e-05 6.43972e-05 4.70436e-05 4.04273e-05 7.4507e-05 7.05845e-05 3.88306e-05
threshold=0.15398500000000004 0.26799500000000004 -0.081429999999999989 0.050340000000000003 -0.083854999999999985 -0.088159999999999988 0.10937500000000001
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 4 -4 6 -6
right_child=-2 -3 3 -5 5 -7 -8
leaf_value=0.00035293980397928682 0.00037168682111496761 -0.00048628854959793523 0.00045296038219577256 -0.00038673689362437382 -0.00010680191244497764 -0.00038965136428854608 0.00035324137847336893
leaf_weight=0.0012919718068343453 0.0010388124804844292 0.0011483874663215992 0.0011798709657615076 0.0011711860151982327 0.0015881729226567638 0.0019061439054183517 0.0012690697848306354
leaf_count=458 60 349 387 207 469 955 236
internal_value=0 -5.07628e-05 8.73365e-06 -5.37736e-05 1.18405e-05 -9.7423e-05 9.75304e-05
internal_weight=0 0.0095548 0.00840642 0.00711444 0.00594326 0.00476339 0.00285724
internal_count=3121 3061 2712 2254 2047 1660 705
is_linear=0
shrinkage=0.00196078


Tree=6270
num_leaves=8
num_cat=0
split_feature=12 3 43 52 3 13 2
split_gain=1.49262e-05 3.12375e-05 3.05756e-05 6.24792e-05 4.67674e-05 3.83537e-05 2.66349e-05
threshold=0.10711000000000002 0.13524500000000003 -0.063379999999999978 -0.066844999999999988 -0.077774999999999983 -0.014169999999999999 0.091265000000000013
decision_type=2 2 2 2 2 2 2
left_child=1 2 4 -4 -1 -5 -7
right_child=-2 -3 3 5 -6 6 -8
leaf_value=-0.0031338906338131732 -0.011455955621015651 0.01751749446993869 -0.024642364353065563 -0.014555185523425322 0.022908317279752479 0.01959799229685999 -0.0019412743199367208
leaf_weight=0.0017454263253343179 0.0010236541559935303 0.0010454471209528559 0.0012912888797963758 0.0010533309051394667 0.0011399616127728918 0.0011129805175305093 0.0011857297086024592
leaf_count=881 285 179 311 627 391 278 169
internal_value=0 0.00131987 -0.000929355 -0.00595294 0.00715489 0.00124668 0.00848752
internal_weight=0 0.00857417 0.00752872 0.00464333 0.00288539 0.00335204 0.00229871
internal_count=3121 2836 2657 1385 1272 1074 447
is_linear=0
shrinkage=0.1


Tree=6271
num_leaves=8
num_cat=0
split_feature=16 47 4 2 0 0 15
split_gain=1.35485e-05 3.60198e-05 7.56036e-05 4.6914e-05 4.81871e-05 5.37874e-05 6.61012e-05
threshold=-0.48836499999999994 0.11402500000000002 0.055260000000000011 0.11093500000000002 0.047850000000000011 -0.077999999999999986 -0.09095499999999998
decision_type=2 2 2 2 2 2 2
left_child=-1 2 3 4 5 6 -2
right_child=1 -3 -4 -5 -6 -7 -8
leaf_value=0.0087637624073529236 0.01170773339321677 0.01608718252323834 -0.024690907310813158 0.019779760382494904 -0.021957680532465912 0.020583211865097997 -0.021511718541294324
leaf_weight=0.0014786197962891627 0.0011178369671750962 0.0010034398966406117 0.0014310158382702456 0.0010804663550880826 0.0010705100106463273 0.001101557490045721 0.0012905313360618256
leaf_count=274 284 117 386 244 160 465 1191
internal_value=0 -0.0016461 -0.00415519 0.00103602 -0.00338538 0.00227907 -0.00609301
internal_weight=0 0.00809536 0.00709192 0.0056609 0.00458044 0.00350993 0.00240837
internal_count=3121 2847 2730 2344 2100 1940 1475
is_linear=0
shrinkage=0.1


Tree=6272
num_leaves=7
num_cat=0
split_feature=4 151 0 13 0 0
split_gain=1.49422e-05 2.36419e-05 3.87664e-05 3.50789e-05 6.99395e-05 3.63826e-05
threshold=0.27287000000000006 -0.024429999999999997 -0.14794999999999997 -0.010739999999999998 -0.019414999999999998 -0.053834999999999994
decision_type=2 2 2 2 2 2
left_child=1 -1 -3 5 -5 -4
right_child=-2 2 3 4 -6 -7
leaf_value=0.011166029096052812 0.0094343259121884519 -0.020533085858038251 0.016100770546711343 -0.021100239747143212 0.010809823921608834 -0.0070739538363589032
leaf_weight=0.0012163704789180932 0.0014184492698173312 0.0011711320641227827 0.0017733429919779755 0.0017248128111853186 0.001141381430027376 0.0010961767086851675
leaf_count=451 352 158 1213 622 176 149
internal_value=0 -0.00168934 -0.00395331 -0.000568011 -0.00839295 0.00724786
internal_weight=0 0.00812322 0.00690685 0.00573571 0.00286619 0.00286952
internal_count=3121 2769 2318 2160 798 1362
is_linear=0
shrinkage=0.1


Tree=6273
num_leaves=8
num_cat=0
split_feature=0 1 15 15 15 3 2
split_gain=4.67959e-05 5.41945e-05 8.90513e-05 4.7813e-05 8.09185e-05 7.73278e-05 6.44325e-05
threshold=0.15398500000000004 0.077565000000000009 0.035560000000000008 0.035560000000000008 -0.016799999999999995 0.097915000000000016 0.089885000000000007
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 4 5 6 -3
right_child=-2 3 -4 -5 -6 -7 -8
leaf_value=-0.00068490392057699901 0.00038717290630064979 -3.2724528440880552e-05 4.9265925858456739e-05 -0.00033157720698665704 0.00059481830531320961 -0.00032249703875956087 0.00055510949376230158
leaf_weight=0.0012040002737266815 0.0010306657344361777 0.0018955464355122492 0.0013445258990524807 0.0011410074249544547 0.0010701219365950761 0.0018049578728365702 0.001152934329304934
leaf_count=816 60 366 776 400 256 209 238
internal_value=0 -5.24606e-05 -0.000297578 3.59649e-05 0.000106762 -8.48809e-07 0.000189594
internal_weight=0 0.00961309 0.00254853 0.00706457 0.00592356 0.00485344 0.00304848
internal_count=3121 3061 1592 1469 1069 813 604
is_linear=0
shrinkage=0.00196078


Tree=6274
num_leaves=7
num_cat=0
split_feature=131 159 15 52 15 52
split_gain=1.38844e-05 2.92347e-05 5.81573e-05 4.64577e-05 6.82135e-05 5.37687e-05
threshold=0.078765000000000016 0.076905000000000015 -0.11713499999999999 -0.0027449999999999996 -0.031204999999999997 0.10160000000000001
decision_type=2 2 2 2 2 2
left_child=1 2 -1 -4 -5 -6
right_child=-2 -3 3 4 5 -7
leaf_value=-0.020954399356054504 -0.011162507635800888 0.016086565147051628 -0.01012705103301326 0.028666838772559752 0.01072741372317328 -0.016893242549498016
leaf_weight=0.0012238358260318015 0.0010043239054124695 0.0011516750053893032 0.0018929403503173013 0.0012209462726397277 0.0019398659959653976 0.0011069812537223595
leaf_count=276 516 445 657 295 672 260
internal_value=0 0.00126774 -0.00104336 0.00291199 0.00869534 0.00069227
internal_weight=0 0.00853624 0.00738457 0.00616073 0.00426779 0.00304685
internal_count=3121 2605 2160 1884 1227 932
is_linear=0
shrinkage=0.1


Tree=6275
num_leaves=7
num_cat=0
split_feature=4 0 1 13 3 2
split_gain=3.89631e-05 9.48788e-05 4.67156e-05 4.71491e-05 4.62423e-05 4.49909e-05
threshold=-0.49013999999999996 0.010870000000000003 0.077565000000000009 -0.084154999999999994 0.10893000000000001 1.0000000180025095e-35
decision_type=2 2 2 2 2 2
left_child=-1 2 -2 -4 5 -5
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leaf_value=-0.0003634964941711055 -0.00029841572097623624 0.00059855566549868466 0.00033355975308636403 -0.00014409904462592165 -0.00036104984685642933 0.00027862853807920159
leaf_weight=0.0010692389515313807 0.0019972615901372968 0.0010144368884055137 0.0016295350635009281 0.0020010514773858923 0.0013495152017230505 0.0018749402157893788
leaf_count=169 1552 148 362 511 92 287
internal_value=0 3.05623e-05 -3.45274e-05 4.23582e-05 -4.84508e-05 6.03877e-05
internal_weight=0 0.00986674 0.0088523 0.00685504 0.00522551 0.00387599
internal_count=3121 2952 2804 1252 890 798
is_linear=0
shrinkage=0.00196078


Tree=6276
num_leaves=7
num_cat=0
split_feature=0 1 2 3 16 4
split_gain=1.44056e-05 2.9582e-05 3.32225e-05 7.37925e-05 5.23441e-05 1.99328e-05
threshold=1.0000000180025095e-35 0.077565000000000009 1.0000000180025095e-35 0.083060000000000009 -0.056919999999999991 0.033845000000000007
decision_type=2 2 2 2 2 2
left_child=1 -1 4 -4 -3 -5
right_child=-2 2 3 5 -6 -7
leaf_value=-0.013690011171760143 0.0076151910198420996 0.0053638753671250714 0.03033448223765052 0.0065945453748110679 -0.024895940447697849 -0.011044588376423628
leaf_weight=0.0016875027752849677 0.0019532837102714381 0.0012941808824777005 0.0010056742418534685 0.0013776743763931065 0.0010239483536264855 0.0011974864387262509
leaf_count=1552 325 349 292 163 300 140
internal_value=0 -0.00201494 0.00132492 0.00736309 -0.00800229 -0.0016079
internal_weight=0 0.00758647 0.00589896 0.00358084 0.00231813 0.00257516
internal_count=3121 2796 1244 595 649 303
is_linear=0
shrinkage=0.1


Tree=6277
num_leaves=8
num_cat=0
split_feature=0 3 2 0 15 49 3
split_gain=1.39097e-05 3.4275e-05 3.2016e-05 2.90295e-05 3.91997e-05 4.50783e-05 2.60118e-05
threshold=-0.061629999999999997 0.076840000000000006 0.095195000000000016 -0.083914999999999976 -0.0063699999999999989 -0.043469999999999995 0.095270000000000007
decision_type=2 2 2 2 2 2 2
left_child=3 2 -2 4 5 -1 -7
right_child=1 -3 -4 -5 -6 6 -8
leaf_value=0.011214081930415704 0.024578812392986874 -0.008904329864971687 -8.1005314707773663e-05 -0.016912258051022564 0.013606183730160138 -0.0037468392491457636 -0.024613287014322222
leaf_weight=0.0011220365237390524 0.0011015318288959488 0.0011116963631642917 0.0010085175597878109 0.0011799487626243839 0.0015761502426360234 0.001341781161120202 0.0010768742231472284
leaf_count=226 171 125 288 1054 509 633 115
internal_value=0 0.00530574 0.0127924 -0.00277291 0.000487634 -0.00535213 -0.0130373
internal_weight=0 0.00322175 0.00211005 0.00629679 0.00511684 0.00354069 0.00241866
internal_count=3121 584 459 2537 1483 974 748
is_linear=0
shrinkage=0.1


Tree=6278
num_leaves=7
num_cat=0
split_feature=4 42 133 15 47 0
split_gain=1.60543e-05 2.30317e-05 3.34072e-05 6.40175e-05 3.41525e-05 8.12825e-05
threshold=0.27287000000000006 0.092145000000000019 0.083950000000000011 0.035560000000000008 0.09550500000000002 -0.12333499999999999
decision_type=2 2 2 2 2 2
left_child=1 2 3 4 5 -1
right_child=-2 -3 -4 -5 -6 -7
leaf_value=0.013261129840794795 0.0097893524890401724 -0.014560535403770426 0.01376663825481695 -0.024473515356244646 0.017544389940730362 -0.018714620532099401
leaf_weight=0.0015754328680440176 0.0014155103664285152 0.0011966474475862158 0.0014826737368889304 0.0011192835475675568 0.0011033832475838947 0.001604752052018538
leaf_count=172 352 544 670 675 154 554
internal_value=0 -0.00175538 0.000470045 -0.00317886 0.00238537 -0.00287414
internal_weight=0 0.00808217 0.00688553 0.00540285 0.00428357 0.00318018
internal_count=3121 2769 2225 1555 880 726
is_linear=0
shrinkage=0.1


Tree=6279
num_leaves=8
num_cat=0
split_feature=0 1 15 15 15 16 0
split_gain=3.51878e-05 4.25343e-05 8.02139e-05 4.66755e-05 6.90818e-05 7.18795e-05 6.58813e-05
threshold=0.15398500000000004 0.077565000000000009 0.035560000000000008 0.035560000000000008 -0.016799999999999995 -0.056919999999999991 -0.18113999999999997
decision_type=2 2 2 2 2 2 2
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right_child=-2 3 -4 -5 -6 -7 -8
leaf_value=-0.00064236620645490863 0.00034351167655987113 -0.00010191769096147252 7.0499106826689168e-05 -0.00033602926884340154 0.00057056121617290025 -0.00033544985250478349 0.00046660178613450903
leaf_weight=0.0011472484439440766 0.0010044768280094507 0.0015880721075400297 0.0012884034786359623 0.0010859412744769897 0.0010177956490273051 0.0015690096060118671 0.0015471276777040302
leaf_count=816 60 120 776 400 256 326 367
internal_value=0 -4.29053e-05 -0.000265277 3.66517e-05 0.00010738 7.16717e-06 0.00017863
internal_weight=0 0.0092436 0.00243565 0.00680795 0.00572201 0.00470421 0.0031352
internal_count=3121 3061 1592 1469 1069 813 487
is_linear=0
shrinkage=0.00196078


Tree=6280
num_leaves=8
num_cat=0
split_feature=4 0 0 52 52 42 1
split_gain=4.723e-05 0.000105674 2.93101e-05 6.89042e-05 5.71897e-05 3.03986e-05 8.28824e-05
threshold=-0.49013999999999996 -1.0000000180025095e-35 -0.053834999999999994 -0.081429999999999989 -0.0064899999999999992 0.08623500000000002 0.10937500000000001
decision_type=2 2 2 2 2 2 2
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right_child=1 -3 -4 4 5 -7 -8
leaf_value=-0.00040739509791286229 0.00041775180203393699 0.00059962286427666072 -0.00034186138016651892 -0.00047137409274121856 -0.00033848010522663746 0.00023372751415582418 0.0003279333856609643
leaf_weight=0.0010069721568968957 0.0012885974287084436 0.0011376807316751903 0.0010624622434522559 0.0011675738260233017 0.0019983941186193718 0.0015931541853600713 0.0011194612136993789
leaf_count=169 525 173 186 381 846 702 139
internal_value=0 3.94959e-05 -3.79371e-05 7.11659e-06 -8.28955e-05 1.33848e-05 -9.92054e-05
internal_weight=0 0.00936732 0.00822964 0.00716718 0.00587858 0.00471101 0.00311786
internal_count=3121 2952 2779 2593 2068 1687 985
is_linear=0
shrinkage=0.00196078


Tree=6281
num_leaves=8
num_cat=0
split_feature=159 2 151 15 43 43 3
split_gain=3.96855e-05 4.97477e-05 5.21926e-05 9.53234e-05 0.000102226 4.97804e-05 2.50578e-05
threshold=-1.0000000180025095e-35 0.088225000000000012 -0.0083949999999999979 -0.074054999999999996 0.016310000000000002 -0.074359999999999996 -0.077354999999999993
decision_type=2 2 2 2 2 2 2
left_child=-1 5 -3 -4 6 -2 -5
right_child=1 2 3 4 -6 -7 -8
leaf_value=-0.00037670978305270018 9.4463524745326408e-05 -0.000213632436794175 0.0006817416486489189 -1.9054016038754166e-06 0.00047276067023645446 -0.00038689389123030573 -0.00043915804069627712
leaf_weight=0.0010059229389351035 0.0015661676909348226 0.001264476123318964 0.0013214715610950717 0.0010085833291074357 0.0013769968822029939 0.0017478062405575307 0.0010069908208568952
leaf_count=509 514 291 417 314 163 727 186
internal_value=0 3.32892e-05 0.000140103 0.000234988 6.09685e-05 -0.000159407 -0.000220359
internal_weight=0 0.00929249 0.00597852 0.00471404 0.00339257 0.00331397 0.00201557
internal_count=3121 2612 1371 1080 663 1241 500
is_linear=0
shrinkage=0.00196078


Tree=6282
num_leaves=8
num_cat=0
split_feature=4 0 0 52 52 42 0
split_gain=3.5514e-05 8.93337e-05 4.05761e-05 7.2864e-05 6.88677e-05 4.23344e-05 8.71379e-05
threshold=-0.49013999999999996 1.0000000180025095e-35 -0.053834999999999994 -0.081429999999999989 -0.0064899999999999992 0.08623500000000002 -0.14001499999999997
decision_type=2 2 2 2 2 2 2
left_child=-1 2 3 -2 -5 6 -6
right_child=1 -3 -4 4 5 -7 -8
leaf_value=-0.00034370543999129598 0.00043617960487094389 0.00055173191592897488 -0.00037965615310400823 -0.00048963275031054529 0.0002704847581858427 0.00028869190643285216 -0.00038176754445755449
leaf_weight=0.0010388825759050204 0.0013337121486421645 0.0011461719322758438 0.001117237455516242 0.0012049587296986729 0.0013956750780967585 0.0016549444012350489 0.0018070581309312795
leaf_count=169 525 173 186 381 180 702 805
internal_value=0 3.78235e-05 -3.13632e-05 2.12473e-05 -7.00331e-05 3.40496e-05 -9.75315e-05
internal_weight=0 0.00965976 0.00851359 0.00739635 0.00606264 0.00485768 0.00320273
internal_count=3121 2952 2779 2593 2068 1687 985
is_linear=0
shrinkage=0.00196078


Tree=6283
num_leaves=8
num_cat=0
split_feature=0 3 42 2 151 1 0
split_gain=1.44781e-05 3.11872e-05 2.85726e-05 2.8317e-05 6.49047e-05 6.21713e-05 5.95192e-05
threshold=-0.061629999999999997 0.076840000000000006 0.075730000000000006 0.088225000000000012 -0.0083949999999999979 0.089770000000000016 -0.10607499999999999
decision_type=2 2 2 2 2 2 2
left_child=3 2 -2 6 -5 -6 -1
right_child=1 -3 -4 4 5 -7 -8
leaf_value=0.0065530184696725047 0.024064014658497834 -0.008133094804632774 0.00082641565840648856 -0.017848335917347313 -0.0068824042740001272 0.023093687462728441 -0.025657240426639191
leaf_weight=0.0010189996707424586 0.0010660436611759541 0.0011153494412038016 0.0010506103132170476 0.001140113363202599 0.0011996996845417024 0.0016346151826650095 0.0013127109325051624
leaf_count=160 241 125 218 270 699 234 1174
internal_value=0 0.00539922 0.0125299 -0.00283211 0.00230054 0.0104055 -0.0115808
internal_weight=0 0.003232 0.00211665 0.00630614 0.00397443 0.00283431 0.00233171
internal_count=3121 584 459 2537 1203 933 1334
is_linear=0
shrinkage=0.1


Tree=6284
num_leaves=7
num_cat=0
split_feature=11 13 150 3 2 12
split_gain=1.5965e-05 2.80497e-05 4.00504e-05 5.80798e-05 9.53012e-05 8.5366e-05
threshold=0.076270000000000018 -0.094514999999999988 0.086615000000000011 0.095270000000000007 0.092120000000000021 0.084100000000000022
decision_type=2 2 2 2 2 2
left_child=1 -1 3 4 5 -3
right_child=-2 2 -4 -5 -6 -7
leaf_value=0.012303258297681668 -0.01185047131868483 0.017935860261271256 -0.019184910642071538 -0.015649414780207635 0.027895227441144522 -0.018653931072016038
leaf_weight=0.0018417381994382011 0.0010213687693688472 0.001079885887788697 0.0010884166162415431 0.0014212083893900829 0.001501141308002617 0.0015569110969566923
leaf_count=317 232 308 264 145 724 1131
internal_value=0 0.00138268 -0.00164292 0.0017916 0.00778186 -0.00366878
internal_weight=0 0.0084893 0.00664756 0.00555915 0.00413794 0.0026368
internal_count=3121 2889 2572 2308 2163 1439
is_linear=0
shrinkage=0.1


Tree=6285
num_leaves=8
num_cat=0
split_feature=4 0 1 13 49 47 1
split_gain=4.75946e-05 7.58662e-05 2.75846e-05 2.94726e-05 5.43374e-05 7.54108e-05 1.87015e-05
threshold=-0.49013999999999996 -1.0000000180025095e-35 0.077565000000000009 -0.084154999999999994 -0.054984999999999992 0.09585500000000001 0.095285000000000022
decision_type=2 2 2 2 2 2 2
left_child=-1 2 -2 -4 -5 6 -6
right_child=1 -3 3 4 5 -7 -8
leaf_value=-0.00041307325602825385 -0.00024084939629940308 0.00050802563950265315 0.00026356638890210542 -0.0004269570986918642 9.4251571607927348e-05 -0.00029307335137755187 0.00044181578512569343
leaf_weight=0.0010089303459396371 0.0018565517859585783 0.0011455356408823026 0.0015754059737630175 0.0011070465934825743 0.0011208556837983099 0.0014091274741773975 0.0012691711350699385
leaf_count=169 1551 173 360 146 303 163 256
internal_value=0 3.48787e-05 -3.01244e-05 3.02344e-05 -4.46897e-05 6.67002e-05 0.000278818
internal_weight=0 0.00948369 0.00833816 0.00648161 0.0049062 0.00379915 0.00239003
internal_count=3121 2952 2779 1228 868 722 559
is_linear=0
shrinkage=0.00196078


Tree=6286
num_leaves=7
num_cat=0
split_feature=4 16 12 48 15 0
split_gain=1.34562e-05 2.43372e-05 3.74703e-05 3.48341e-05 5.64447e-05 4.83555e-05
threshold=0.27287000000000006 -0.094359999999999986 0.088485000000000022 0.091545000000000015 -0.016799999999999995 -0.014954999999999998
decision_type=2 2 2 2 2 2
left_child=1 2 -1 4 -3 -6
right_child=-2 3 -4 -5 5 -7
leaf_value=-0.020834207665291506 0.0089558152262102075 -0.019618667236688467 0.0045697297751969108 0.017440140927018514 0.015325740834986759 -0.0094326110186635261
leaf_weight=0.0013752245788414205 0.0014150214450363999 0.0012998780083759431 0.0010048549086311741 0.0011547800873612842 0.0018986547525320107 0.0013496086391492951
leaf_count=265 352 613 202 267 1216 206
internal_value=0 -0.00161502 -0.0101088 0.00192982 -0.00200827 0.00503899
internal_weight=0 0.008083 0.00238008 0.00570292 0.00454814 0.00324826
internal_count=3121 2769 467 2302 2035 1422
is_linear=0
shrinkage=0.1


Tree=6287
num_leaves=8
num_cat=0
split_feature=48 48 1 4 0 4 12
split_gain=6.23958e-05 0.000102499 5.77607e-05 5.70758e-05 8.11315e-05 5.52288e-05 3.69678e-05
threshold=0.11951500000000001 0.092475000000000016 0.111945 -1.0000000180025095e-35 -0.10224499999999999 -0.059649999999999988 0.088305000000000008
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 5 -5 6 -1
right_child=-2 -3 -4 4 -6 -7 -8
leaf_value=-0.00035781902707452621 -0.00047107904049103263 0.00058011090609910113 0.000273464100466891 -0.00068604265571712208 3.8259225984634747e-05 0.00041254526767663493 6.7531436241458174e-05
leaf_weight=0.0013451964054402826 0.0010138862734355063 0.0011861423359604386 0.0018287682417168615 0.0013268494803095211 0.0010773576153533622 0.0010268712472451414 0.0018883547898901258
leaf_count=583 114 251 374 204 340 633 622
internal_value=0 4.01835e-05 -3.52199e-05 -0.000119923 -0.000361473 1.63874e-05 -0.00010942
internal_weight=0 0.00967954 0.0084934 0.00666463 0.00240421 0.00426042 0.00323355
internal_count=3121 3007 2756 2382 544 1838 1205
is_linear=0
shrinkage=0.00196078


Tree=6288
num_leaves=7
num_cat=0
split_feature=11 13 43 2 3 43
split_gain=1.47691e-05 2.43777e-05 3.65867e-05 5.27153e-05 3.34092e-05 2.88292e-05
threshold=0.076270000000000018 -0.094514999999999988 -0.074359999999999996 0.088225000000000012 0.088060000000000013 -0.092909999999999979
decision_type=2 2 2 2 2 2
left_child=1 -1 5 -4 -5 -3
right_child=-2 2 3 4 -6 -7
leaf_value=0.011505673428441637 -0.011394732667887627 -0.0006992400810475536 -0.024998856515552333 0.014435007213692997 -0.0081831269792427049 0.020866291180030996
leaf_weight=0.0018413105259339957 0.0010229030747251336 0.0015830034966247174 0.001203057585468726 0.0010225997646996854 0.001807160795562146 0.0010188620023661226
leaf_count=317 232 384 738 536 171 743
internal_value=0 0.00132568 -0.00149956 -0.00746427 -9.53836e-06 0.00774559
internal_weight=0 0.00847599 0.00663468 0.00403282 0.00282976 0.00260187
internal_count=3121 2889 2572 1445 707 1127
is_linear=0
shrinkage=0.1


Tree=6289
num_leaves=9
num_cat=0
split_feature=0 1 15 15 15 49 3 42
split_gain=3.54149e-05 5.62586e-05 8.74591e-05 5.41935e-05 7.39507e-05 7.67916e-05 9.99566e-05 6.72534e-05
threshold=0.15398500000000004 0.077565000000000009 0.035560000000000008 0.035560000000000008 -0.016799999999999995 -0.043469999999999995 0.095270000000000007 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 -3 7 -7
right_child=-2 3 -4 -5 -6 6 -8 -9
leaf_value=-0.00068197127818127095 0.00033692513841371448 0.00044067809653347984 4.7180266930741005e-05 -0.00034817926672703456 0.00058861726796610389 0.00047539715196747952 -0.00051130414219546707 -0.000220663747779976
leaf_weight=0.0011914561606310799 0.0010365252930816639 0.0012352265290913786 0.0013480121551745973 0.0011310586693143755 0.0010634761820570507 0.0011327857855588088 0.0015096767237551241 0.0010090711708121542
leaf_count=816 60 201 776 400 256 188 161 263
internal_value=0 -4.45369e-05 -0.00029492 4.52545e-05 0.000120041 1.80674e-05 -0.000124892 0.000147469
internal_weight=0 0.00962076 0.00253947 0.0070813 0.00595024 0.00488676 0.00365153 0.00214186
internal_count=3121 3061 1592 1469 1069 813 612 451
is_linear=0
shrinkage=0.00196078


Tree=6290
num_leaves=8
num_cat=0
split_feature=457 160 1 12 1 13 52
split_gain=1.31537e-05 4.10814e-05 3.97567e-05 4.54363e-05 4.01498e-05 4.37956e-05 3.61347e-05
threshold=0.045365000000000009 0.041220000000000007 0.12811000000000003 0.10124000000000001 0.10612500000000001 -0.017449999999999997 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 4 5 -1 -7
right_child=-2 -3 -4 -5 -6 6 -8
leaf_value=-0.0060949942564884636 0.0096318201063934454 -0.0202966456331812 0.018882119925658428 -0.02091004714091128 -0.013375092103616239 0.026616999376425511 0.0014482848403997342
leaf_weight=0.0015290454434463631 0.0012235843673968931 0.0010172889721377877 0.0010779742738662558 0.0010474955257451096 0.0012834734123012238 0.0013150415050476073 0.0010074259664284249
leaf_count=1033 289 355 223 313 227 350 331
internal_value=0 -0.00147636 0.00116062 -0.00192929 0.00194263 0.00704709 0.0156995
internal_weight=0 0.00827775 0.00726046 0.00618248 0.00513499 0.00385151 0.00232247
internal_count=3121 2832 2477 2254 1941 1714 681
is_linear=0
shrinkage=0.1


Tree=6291
num_leaves=8
num_cat=0
split_feature=4 0 1 3 2 48 15
split_gain=3.55193e-05 7.8236e-05 4.46828e-05 3.43757e-05 5.71241e-05 5.07583e-05 7.50311e-05
threshold=-0.49405499999999997 -1.0000000180025095e-35 0.077565000000000009 -0.10519499999999998 0.116525 0.083985000000000018 -0.016799999999999995
decision_type=2 2 2 2 2 2 2
left_child=-1 2 -2 -4 5 6 -5
right_child=1 -3 3 4 -6 -7 -8
leaf_value=-0.00035257789622050002 -0.0003014753201190188 0.0005129005261310176 0.00036454091642184542 -0.00053068358362390767 0.00038316608332451417 0.00018545739062135756 0.00011343055105429233
leaf_weight=0.0010203400303104614 0.0018601140463087003 0.0011452784680790829 0.001069636088790446 0.0017202402251008187 0.0010769986651456374 0.0013923368050808675 0.0011669926423688703
leaf_count=156 1551 186 149 280 229 189 381
internal_value=0 3.25416e-05 -3.38503e-05 4.36158e-05 -2.04687e-05 -0.000122048 -0.000270339
internal_weight=0 0.0094316 0.00828632 0.0064262 0.00535657 0.00427957 0.00288723
internal_count=3121 2965 2779 1228 1079 850 661
is_linear=0
shrinkage=0.00196078


Tree=6292
num_leaves=7
num_cat=0
split_feature=4 151 12 0 2 4
split_gain=1.52189e-05 2.423e-05 4.34402e-05 5.21516e-05 4.48616e-05 4.08717e-05
threshold=0.27287000000000006 -0.024429999999999997 0.088305000000000008 -0.019414999999999998 0.088555000000000009 0.0061450000000000003
decision_type=2 2 2 2 2 2
left_child=1 -1 3 5 -4 -3
right_child=-2 2 4 -5 -6 -7
leaf_value=0.011303935192439088 0.0095094299653616775 -0.032543276254832262 0.017647101471873938 0.0084217285216725175 -0.0066875515858172158 -0.008058179543936143
leaf_weight=0.0012133717672828384 0.0014181945929254867 0.0011551807297183222 0.0014466234417661397 0.0010067617052321805 0.001590479956306886 0.0016634316387889822
leaf_count=451 352 759 516 129 709 205
internal_value=0 -0.00172251 -0.00402575 -0.011115 0.00490345 -0.0180932
internal_weight=0 0.00807585 0.00686248 0.00382537 0.0030371 0.00281861
internal_count=3121 2769 2318 1093 1225 964
is_linear=0
shrinkage=0.1


Tree=6293
num_leaves=7
num_cat=0
split_feature=42 157 42 43 2 4
split_gain=1.48616e-05 2.96609e-05 4.23698e-05 6.09963e-05 5.15443e-05 5.07495e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 0.092145000000000019 -0.074974999999999986 0.089885000000000007 0.033845000000000007
decision_type=2 2 2 2 2 2
left_child=-1 -2 3 -3 -5 -6
right_child=1 2 -4 4 5 -7
leaf_value=-0.0089281341827220709 -0.013696470477956614 0.030091878108579703 -0.01108834093341488 -0.014563273032786157 0.020605570854053738 -0.0050862370695163419
leaf_weight=0.0015700905096357872 0.0010773636552576273 0.0010317191648137446 0.0014386493835419423 0.0012026835514112938 0.0018228852311369687 0.0013296783359550216
leaf_count=862 504 434 592 373 204 152
internal_value=0 0.0017236 0.00415752 0.0082291 0.00305 0.00976936
internal_weight=0 0.00790298 0.00682562 0.00538697 0.00435525 0.00315256
internal_count=3121 2259 1755 1163 729 356
is_linear=0
shrinkage=0.1


Tree=6294
num_leaves=8
num_cat=0
split_feature=4 16 2 2 52 0 52
split_gain=1.46954e-05 2.17218e-05 3.16967e-05 4.41772e-05 4.92667e-05 3.62733e-05 5.16006e-05
threshold=0.27287000000000006 -0.36241499999999999 0.11093500000000002 0.095195000000000016 -0.088204999999999992 -0.10607499999999999 0.083680000000000018
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 -6 -7
right_child=-2 2 -4 -5 5 6 -8
leaf_value=-0.0154511080547374 0.0093514777701379816 -0.017503833010852739 0.013780089584359438 -0.019127697113718471 0.021703525314244125 -0.015272373616321781 0.015929007107502845
leaf_weight=0.0010040603297681687 0.0014174252648098398 0.0010111667828907192 0.0013929966975603598 0.0013133317375211909 0.001188432227725654 0.0010912790602343007 0.0010306094207009377
leaf_count=139 352 359 345 419 121 750 636
internal_value=0 -0.00169266 0.000273007 -0.00306611 0.00181512 0.00771627 -0.000117743
internal_weight=0 0.00803188 0.00702782 0.00563482 0.00432149 0.00331032 0.00212189
internal_count=3121 2769 2630 2285 1866 1507 1386
is_linear=0
shrinkage=0.1


Tree=6295
num_leaves=8
num_cat=0
split_feature=159 0 16 0 4 49 0
split_gain=5.07329e-05 3.72106e-05 7.42167e-05 0.000102635 5.78705e-05 8.24747e-05 6.14458e-05
threshold=-1.0000000180025095e-35 0.15398500000000004 0.22339500000000004 -0.077999999999999986 0.0061450000000000003 -0.043469999999999995 -0.11756999999999999
decision_type=2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 -6 -7
right_child=1 -3 -4 -5 5 6 -8
leaf_value=-0.00041802643805312594 -0.00035881660996235881 0.00039234571087020677 -0.00044161005739806243 0.00047717049558925704 0.00054431034428267637 -0.00036849921447904639 0.00024332003033329165
leaf_weight=0.0010272097323385182 0.0017155102681182892 0.0010313013874636229 0.0012574253325407896 0.0018189387785810364 0.0010408907839557133 0.0014901047890862121 0.0010947926051945635
leaf_count=509 1136 54 400 552 121 164 185
internal_value=0 4.08061e-05 -2.26324e-06 7.48914e-05 -6.21016e-05 7.82865e-05 -0.000109373
internal_weight=0 0.00944896 0.00841766 0.00716024 0.0053413 0.00362579 0.0025849
internal_count=3121 2612 2558 2158 1606 470 349
is_linear=0
shrinkage=0.00196078


Tree=6296
num_leaves=8
num_cat=0
split_feature=52 52 12 12 3 1 16
split_gain=1.45711e-05 2.86606e-05 4.4792e-05 7.55421e-05 4.93417e-05 7.65089e-05 8.18159e-05
threshold=0.15116000000000002 0.10024500000000001 0.097825000000000009 0.090020000000000017 0.11296500000000002 0.094385000000000011 -0.083134999999999987
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 -1
right_child=-2 -3 -4 -5 -6 -7 -8
leaf_value=0.01340545347433536 -0.011131877244477652 0.01653895690591109 0.016925642139078805 -0.029401215375632977 -0.016825119309180757 0.027835716959054776 -0.021189653276881073
leaf_weight=0.0014464196540769228 0.0010516142653253053 0.0010827434933556113 0.0011824051590976787 0.0010049355381075379 0.0012352605715639712 0.0011445004705571958 0.0012962431461992444
leaf_count=403 377 236 379 478 179 323 746
internal_value=0 0.00135498 -0.00089412 -0.00433282 0.000585183 0.00611782 -0.00294496
internal_weight=0 0.00839251 0.00730976 0.00612736 0.00512242 0.00388716 0.00274266
internal_count=3121 2744 2508 2129 1651 1472 1149
is_linear=0
shrinkage=0.1


Tree=6297
num_leaves=8
num_cat=0
split_feature=12 3 51 0 15 16 52
split_gain=1.38606e-05 2.86288e-05 2.26909e-05 3.28534e-05 6.45381e-05 9.88515e-05 3.18702e-05
threshold=0.10711000000000002 0.13524500000000003 0.087505000000000013 -0.17169499999999996 0.088235000000000022 -0.059624999999999991 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 -1 5 -5 -7
right_child=-2 -3 -4 4 -6 6 -8
leaf_value=0.015718390500592511 -0.011133704834841933 0.016820627482845112 -0.014833880167556088 -0.034426082405411493 0.017505675054141599 -0.0089295308829352108 0.012556784544346156
leaf_weight=0.0012672943163298733 0.0010046011067349888 0.0010405906414092834 0.0010085533037066507 0.0010748441043027805 0.0012454784190348012 0.0014489703365625772 0.0013185234335558959
leaf_count=134 285 179 318 726 534 778 167
internal_value=0 0.00129464 -0.000899399 0.001312 -0.00227641 -0.00868869 0.00130724
internal_weight=0 0.00840425 0.00736366 0.00635511 0.00508782 0.00384234 0.00276749
internal_count=3121 2836 2657 2339 2205 1671 945
is_linear=0
shrinkage=0.1


Tree=6298
num_leaves=8
num_cat=0
split_feature=48 48 51 1 0 16 52
split_gain=6.19242e-05 0.000112666 6.40166e-05 7.53174e-05 6.05883e-05 5.08775e-05 9.10544e-05
threshold=0.11951500000000001 0.092475000000000016 0.084745000000000015 0.111945 -0.10224499999999999 -0.056919999999999991 0.096795000000000006
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 4 -1 -6 -7
right_child=-2 -3 -4 -5 5 6 -8
leaf_value=-0.00040117653277608339 -0.00046948516913714863 0.00061032451644094229 -0.00048646846935917473 0.00039909428591996133 0.00029251053235241443 -0.00051403248677533368 0.00027243470325932659
leaf_weight=0.0016130956703764177 0.0010109602587136451 0.0011718537205119466 0.0010709655611186569 0.0016254125229997812 0.001813965389578951 0.0012152503429332022 0.0010593455417625939
leaf_count=303 114 251 330 327 854 752 190
internal_value=0 4.07847e-05 -3.86883e-05 2.67617e-05 -7.93818e-05 4.75787e-05 -0.000147752
internal_weight=0 0.00956989 0.00839804 0.00732707 0.00570166 0.00408856 0.0022746
internal_count=3121 3007 2756 2426 2099 1796 942
is_linear=0
shrinkage=0.00196078


Tree=6299
num_leaves=8
num_cat=0
split_feature=50 15 4 52 4 15 15
split_gain=1.30789e-05 3.90321e-05 3.96433e-05 2.86392e-05 6.73534e-05 8.40721e-05 9.94706e-05
threshold=0.079410000000000008 -0.15026499999999995 0.23246000000000003 0.11008000000000001 -0.35136499999999998 -0.016799999999999995 0.024640000000000006
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 -6 -7
right_child=-2 2 -4 -5 5 6 -8
leaf_value=0.019733019029308057 -0.010375798804781795 -0.02429859618093607 -0.019407198724188078 0.017109485230904355 -0.010665485267761133 0.039539844551185185 -0.0025248722169298513
leaf_weight=0.0010101708461233818 0.001082729831115673 0.0010196846427417685 0.0010314360419041869 0.0010169204749938899 0.0019876463504159164 0.0010753304467879411 0.0011779790037788657
leaf_count=318 609 173 169 259 715 198 680
internal_value=0 0.00130824 -0.00123824 0.00174702 -0.00122266 0.00432566 0.0175494
internal_weight=0 0.00831917 0.007309 0.00627756 0.00526064 0.00424096 0.00225331
internal_count=3121 2512 2194 2025 1766 1593 878
is_linear=0
shrinkage=0.1


Tree=6300
num_leaves=8
num_cat=0
split_feature=52 52 12 1 3 4 16
split_gain=1.39666e-05 2.18862e-05 4.18175e-05 5.35145e-05 0.000116266 2.67844e-05 8.01971e-05
threshold=0.15116000000000002 0.10024500000000001 0.096210000000000004 0.11181500000000001 0.090900000000000009 0.053180000000000012 -0.083134999999999987
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 -1
right_child=-2 -3 -4 -5 -6 -7 -8
leaf_value=0.0083949679865420596 -0.010923938415291401 0.01466701080199829 0.015842801607369169 -0.02103243810437247 0.030879148067927062 0.0059039060216717603 -0.028186006272299991
leaf_weight=0.0010187643915002876 0.0010456523075799513 0.0010730267029598565 0.0012701746631917686 0.0014271007662680548 0.0010211177197948507 0.0010552201340177968 0.0014555669870768939
leaf_count=389 377 236 462 294 136 200 1027
internal_value=0 0.00133793 -0.000635386 -0.00413672 0.00116182 -0.00743556 -0.0131244
internal_weight=0 0.00832097 0.00724794 0.00597777 0.00455067 0.00352955 0.00247433
internal_count=3121 2744 2508 2046 1752 1616 1416
is_linear=0
shrinkage=0.1


Tree=6301
num_leaves=8
num_cat=0
split_feature=0 16 16 1 160 49 0
split_gain=3.80231e-05 7.36549e-05 6.97531e-05 6.05176e-05 4.88486e-05 4.72936e-05 9.93096e-05
threshold=0.15398500000000004 0.26799500000000004 -0.008904999999999998 0.085110000000000005 -0.063384999999999983 -0.043469999999999995 -0.10836499999999999
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 -1 -4 -5 -7
right_child=-2 -3 4 5 -6 6 -8
leaf_value=-0.00040881036903905475 0.00035023816529568741 -0.0005181854537335903 0.00062991285321216633 0.00033783095563996848 4.7452934228308733e-05 -0.00042965481533374737 0.00027289002621232921
leaf_weight=0.0016905904639505347 0.0010179654653873155 0.0011308027322981364 0.0010130575110706209 0.0013223688181367398 0.0012205293478834902 0.001673022849708169 0.0014388944456174956
leaf_count=1159 60 349 275 189 417 182 490
internal_value=0 -4.85249e-05 1.50147e-05 -9.31539e-05 0.000311631 2.71915e-05 -0.000104811
internal_weight=0 0.00948927 0.00835846 0.00612488 0.00223359 0.00443429 0.00311192
internal_count=3121 3061 2712 2020 692 861 672
is_linear=0
shrinkage=0.00196078


Tree=6302
num_leaves=7
num_cat=0
split_feature=1 0 3 15 2 42
split_gain=1.33426e-05 4.47751e-05 2.99195e-05 4.16265e-05 3.08647e-05 3.77274e-05
threshold=0.077565000000000009 0.024095000000000002 0.076840000000000006 -0.10324499999999999 0.082850000000000021 1.0000000180025095e-35
decision_type=2 2 2 2 2 2
left_child=1 -1 4 -4 5 -2
right_child=2 -3 3 -5 -6 -7
leaf_value=-0.016325706674490719 0.01500840450464128 0.0075651691976521386 0.012030752158160249 -0.012922815246296246 0.02303467163284675 -0.011769230353055531
leaf_weight=0.0017040728813138412 0.0011103479316296279 0.0014536402234520392 0.0010075143417804105 0.0019867508579137164 0.0010911345097821381 0.0010000305716429932
leaf_count=1553 289 83 145 252 382 417
internal_value=0 -0.00532764 0.00265917 -0.00452641 0.00937959 0.00231947
internal_weight=0 0.00315771 0.00619578 0.00299427 0.00320151 0.00211038
internal_count=3121 1636 1485 397 1088 706
is_linear=0
shrinkage=0.1


Tree=6303
num_leaves=8
num_cat=0
split_feature=4 0 1 16 16 15 0
split_gain=3.86638e-05 7.64792e-05 2.87292e-05 3.38583e-05 4.82929e-05 0.000138672 5.4995e-05
threshold=-0.49013999999999996 -1.0000000180025095e-35 0.077565000000000009 -0.44310499999999992 -0.056919999999999991 -0.016799999999999995 -0.15090499999999998
decision_type=2 2 2 2 2 2 2
left_child=-1 2 -2 -4 6 -6 -5
right_child=1 -3 3 4 5 -7 -8
leaf_value=-0.00036953142652703747 -0.00024587882422268684 0.00049944870425662133 -0.00025467197827059516 -8.3824714451392134e-05 -0.0004786755367675883 0.00044801770408285576 0.00049459373018703907
leaf_weight=0.0010281238605024537 0.0019137295450739776 0.0011742562262237908 0.0013127653229680399 0.0010051280413343432 0.0015025088232052425 0.0010579995140910993 0.0017022778207332286
leaf_count=169 1551 173 204 80 296 228 420
internal_value=0 3.04158e-05 -3.44227e-05 2.70709e-05 9.72813e-05 -9.57668e-05 0.000279855
internal_weight=0 0.00966867 0.00849441 0.00658068 0.00526791 0.00256051 0.00270741
internal_count=3121 2952 2779 1228 1024 524 500
is_linear=0
shrinkage=0.00196078


Tree=6304
num_leaves=9
num_cat=0
split_feature=48 48 51 1 43 52 4 2
split_gain=6.13466e-05 0.000103778 8.33917e-05 8.8166e-05 5.88775e-05 6.72863e-05 8.03489e-05 0.000104869
threshold=0.11951500000000001 0.092475000000000016 0.084745000000000015 0.111945 -0.11278499999999998 0.090245000000000006 -0.076229999999999978 0.086285000000000014
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 6 -6 -8
right_child=-2 -3 -4 -5 5 -7 7 -9
leaf_value=0.00035975103307956898 -0.00046025611017574443 0.00058246821373091908 -0.00053150472857780911 0.00044190656836959471 0.00037378602137879292 -0.00053682071734036726 0.00020486724030332031 -0.000629497508316586
leaf_weight=0.0010161288955272399 0.0010320543362170283 0.0012008071915201807 0.0011214139268279294 0.0016527246038667356 0.0012839761838835634 0.0013231317307589563 0.0010927934604822542 0.0012321919619959587
leaf_count=231 114 251 330 327 575 452 286 555
internal_value=0 4.20392e-05 -3.23616e-05 4.128e-05 -7.00349e-05 -0.000158581 -1.99093e-05 -0.000237328
internal_weight=0 0.00992317 0.00872236 0.00760095 0.00594822 0.00493209 0.00360896 0.00232499
internal_count=3121 3007 2756 2426 2099 1868 1416 841
is_linear=0
shrinkage=0.00196078


Tree=6305
num_leaves=8
num_cat=0
split_feature=12 3 43 52 3 13 2
split_gain=1.55498e-05 2.48617e-05 2.68121e-05 5.37639e-05 5.03728e-05 3.55428e-05 2.75864e-05
threshold=0.10711000000000002 0.13524500000000003 -0.063379999999999978 -0.066844999999999988 -0.077774999999999983 -0.014169999999999999 0.091265000000000013
decision_type=2 2 2 2 2 2 2
left_child=1 2 4 -4 -1 -5 -7
right_child=-2 -3 3 5 -6 6 -8
leaf_value=-0.0038335240325236258 -0.011801484597217436 0.015813632114429346 -0.023068833131835036 -0.013962779868258657 0.023525118777061926 0.01989177245756955 -0.002372841623277059
leaf_weight=0.0017040333420746832 0.0010044779453198581 0.0010427479954874573 0.0012531588795527547 0.0010408923627340371 0.0011122602762881899 0.0010800597528809333 0.0011480076891868239
leaf_count=881 285 179 311 627 391 278 169
internal_value=0 0.00136507 -0.000687996 -0.00545815 0.00697143 0.00129292 0.00841997
internal_weight=0 0.00838116 0.00733841 0.00452212 0.00281629 0.00326896 0.00222807
internal_count=3121 2836 2657 1385 1272 1074 447
is_linear=0
shrinkage=0.1


Tree=6306
num_leaves=8
num_cat=0
split_feature=4 0 1 16 15 0 49
split_gain=5.46243e-05 8.77862e-05 3.41357e-05 3.26442e-05 0.000131396 7.38475e-05 2.57917e-05
threshold=-0.49013999999999996 -1.0000000180025095e-35 0.077565000000000009 -0.056919999999999991 -0.016799999999999995 -0.14920999999999998 -0.0060549999999999988
decision_type=2 2 2 2 2 2 2
left_child=-1 2 -2 5 -5 6 -4
right_child=1 -3 3 4 -6 -7 -8
leaf_value=-0.00043440389370739464 -0.00025913408375202013 0.00055615264887199246 0.00011405097305922771 -0.0005087428132809973 0.00040613433792552399 0.00043984470017104907 -0.00032287933408864746
leaf_weight=0.0010092153803822343 0.001852340588831802 0.0011382228454414342 0.0010652788248312925 0.0014674482740737902 0.0010252215865089219 0.001846346011487508 0.0010136646322027112
leaf_count=169 1551 173 85 296 228 504 115
internal_value=0 4.56135e-05 -2.46509e-05 4.30252e-05 -0.000132459 0.000154463 -9.89903e-05
internal_weight=0 0.00940852 0.0082703 0.00641796 0.00249267 0.00392529 0.00207894
internal_count=3121 2952 2779 1228 524 704 200
is_linear=0
shrinkage=0.00196078


Tree=6307
num_leaves=7
num_cat=0
split_feature=52 160 4 52 2 0
split_gain=1.38806e-05 7.22862e-05 3.78098e-05 3.17487e-05 9.77194e-05 7.97728e-05
threshold=-0.046924999999999988 -1.0000000180025095e-35 0.0052350000000000009 0.11008000000000001 0.10097500000000002 -0.084269999999999984
decision_type=2 2 2 2 2 2
left_child=2 -2 -1 4 5 -3
right_child=1 3 -4 -5 -6 -7
leaf_value=-0.0050219810712356823 -0.02458620979903223 -0.0056685023568259166 0.018173517147991768 0.017994315546355662 -0.022979775918272299 0.02781445623082511
leaf_weight=0.0015029545499003851 0.0012144204477983643 0.0016062494114171175 0.0013198939483296955 0.0010537173002564074 0.001407326841762477 0.0012774500950749157
leaf_count=726 743 481 227 163 255 526
internal_value=0 -0.00256291 0.00582366 0.00244117 -0.00137811 0.00916411
internal_weight=0 0.00655916 0.00282285 0.00534474 0.00429103 0.0028837
internal_count=3121 2168 953 1425 1262 1007
is_linear=0
shrinkage=0.1


Tree=6308
num_leaves=8
num_cat=0
split_feature=159 15 0 48 16 3 15
split_gain=4.30988e-05 3.32636e-05 6.73175e-05 0.000103976 5.61849e-05 6.82567e-05 5.70313e-05
threshold=-1.0000000180025095e-35 -0.15026499999999995 -0.14920999999999998 0.082620000000000013 0.15891500000000003 -0.10519499999999998 0.088235000000000022
decision_type=2 2 2 2 2 2 2
left_child=-1 -2 -3 4 5 -4 -7
right_child=1 2 3 -5 -6 6 -8
leaf_value=-0.00038779676480447749 0.0003563505082544418 -0.00036331925470634599 0.00054359257766960374 0.00066130446684947285 -0.00030063245838678746 -0.00031187661541204234 0.00027229351062217026
leaf_weight=0.0010102631108299285 0.0011149284720627329 0.0016136229687147017 0.0010398914715807955 0.0010129896667523813 0.0018499785597501225 0.0014377385193807208 0.0011617008054440846
leaf_count=509 321 170 134 376 347 822 442
internal_value=0 3.87808e-05 -4.84547e-06 8.41141e-05 -2.23999e-05 0.000119034 -5.08084e-05
internal_weight=0 0.00923085 0.00811592 0.0065023 0.00548931 0.00363933 0.00259944
internal_count=3121 2612 2291 2121 1745 1398 1264
is_linear=0
shrinkage=0.00196078


Tree=6309
num_leaves=7
num_cat=0
split_feature=42 49 42 1 16 13
split_gain=1.61243e-05 2.60509e-05 5.07657e-05 2.874e-05 7.48312e-05 6.57574e-05
threshold=-1.0000000180025095e-35 -0.047584999999999995 0.091545000000000015 0.11061500000000002 -0.088394999999999987 -0.033284999999999988
decision_type=2 2 2 2 2 2
left_child=-1 -2 3 4 -3 -6
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leaf_value=-0.0093297369770469346 0.012644411774503012 -0.014423237004280172 -0.019650829838051394 -0.010534844697805787 0.0012973132506560268 0.032936520202965287
leaf_weight=0.0015571017120121333 0.0017293517226235049 0.0010948093876494047 0.0012043563626533945 0.0011510137968491333 0.0013501326816893085 0.001279339044337095
leaf_count=862 360 255 620 219 556 249
internal_value=0 0.00181484 -0.00126562 0.00327612 0.0075445 0.016691
internal_weight=0 0.007809 0.00607965 0.00487529 0.00372428 0.00262947
internal_count=3121 2259 1899 1279 1060 805
is_linear=0
shrinkage=0.1


Tree=6310
num_leaves=9
num_cat=0
split_feature=48 48 1 15 42 2 15 4
split_gain=6.90515e-05 9.49509e-05 6.94589e-05 4.89248e-05 6.73854e-05 6.58576e-05 4.09867e-05 7.0228e-05
threshold=0.11951500000000001 0.092475000000000016 0.111945 -0.0063699999999999989 0.086325000000000013 0.08622500000000001 0.084050000000000014 -0.17966999999999997
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 5 6 -1 7 -5
right_child=-2 -3 -4 4 -6 -7 -8 -9
leaf_value=-3.0431129533599636e-06 -0.00049954764335463013 0.00056170901832644146 0.00030313838232894714 -4.4720798881768842e-05 -0.00040022468667440697 -0.00068228468367334159 -0.00018565887633814756 0.00066232427372313937
leaf_weight=0.0010246687126970627 0.0010171078569246915 0.0011678503952629983 0.0018296559556577156 0.0011280624106693032 0.0012211317377637315 0.0011817240186867404 0.0010032188647179194 0.0010362397616663697
leaf_count=290 114 251 374 148 545 696 533 170
internal_value=0 3.77518e-05 -3.48803e-05 -0.000128656 -8.9104e-06 -0.000366839 0.000141948 0.000293803
internal_weight=0 0.00959255 0.0084247 0.00659505 0.00438865 0.00220639 0.00316752 0.0021643
internal_count=3121 3007 2756 2382 1396 986 851 318
is_linear=0
shrinkage=0.00196078


Tree=6311
num_leaves=9
num_cat=0
split_feature=159 15 0 48 16 43 16 2
split_gain=3.90101e-05 4.82358e-05 5.82973e-05 0.000105732 5.20599e-05 4.85168e-05 6.53049e-05 2.98444e-05
threshold=-1.0000000180025095e-35 -0.15026499999999995 -0.14920999999999998 0.082620000000000013 -0.23935499999999996 -0.17390999999999998 0.15891500000000003 0.083995000000000014
decision_type=2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 -4 -6 7 -7
right_child=1 2 3 -5 5 6 -8 -9
leaf_value=-0.00036746190851056449 0.00041729183981458238 -0.00035056855494709695 0.00030361390449977737 0.00064155068662938915 0.00022583907920480803 -0.00028834663519374079 -0.00062774319484421232 0.00018817877776211778
leaf_weight=0.0010207025789166291 0.0011235382738984121 0.0016083284176036114 0.0012877110276249982 0.0010337553886388857 0.0010210798669010226 0.0010093490279452111 0.0011966733765025883 0.0010118602990392617
leaf_count=509 321 170 156 376 112 389 322 766
internal_value=0 3.6369e-05 -1.60234e-05 6.59923e-05 -4.1665e-05 -0.000146554 -0.000264719 -4.97879e-05
internal_weight=0 0.0092923 0.00816876 0.00656043 0.00552667 0.00423896 0.00321788 0.00202121
internal_count=3121 2612 2291 2121 1745 1589 1477 1155
is_linear=0
shrinkage=0.00196078


Tree=6312
num_leaves=8
num_cat=0
split_feature=48 48 1 4 15 42 2
split_gain=6.98061e-05 0.000112321 4.17713e-05 6.2503e-05 5.39511e-05 4.39671e-05 4.69426e-05
threshold=0.11951500000000001 0.092475000000000016 0.111945 -0.0016099999999999997 -0.055554999999999993 0.086325000000000013 0.098260000000000014
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 5 -5 6 -1
right_child=-2 -3 -4 4 -6 -7 -8
leaf_value=-1.9759968541271519e-05 -0.00050041045509919614 0.00059792342159929041 0.0002214223950613344 -0.00063410962928284848 -6.1866996443988919e-05 -0.00029305690069471844 0.00048848816759851854
leaf_weight=0.0019955788963024043 0.0010125084503269733 0.0012168336144937212 0.0018623084730695245 0.0012920470404240156 0.0012426426881836713 0.0011377899107544763 0.0010750685412638109
leaf_count=903 114 251 374 383 194 680 222
internal_value=0 4.03207e-05 -3.8526e-05 -0.000110318 -0.000353565 3.61865e-05 0.000158183
internal_weight=0 0.00982227 0.00860544 0.00674313 0.00253469 0.00420844 0.00307065
internal_count=3121 3007 2756 2382 577 1805 1125
is_linear=0
shrinkage=0.00196078


Tree=6313
num_leaves=8
num_cat=0
split_feature=48 16 52 0 52 13 0
split_gain=6.85662e-05 0.000111963 4.91182e-05 4.63364e-05 7.3073e-05 6.75031e-05 2.95175e-05
threshold=0.11951500000000001 -0.48836499999999994 0.11434500000000002 -0.084269999999999984 -0.046924999999999988 -0.076599999999999988 -0.053834999999999994
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 -5 -7
right_child=-2 2 -4 5 -6 6 -8
leaf_value=0.00058455627076588635 -0.00049496050419618927 0.00019088173295396348 -0.00041203306341339738 0.00056195460202113285 -0.00040647805050003253 0.00025524873133622603 -0.00016006678103408465
leaf_weight=0.0012704480816235183 0.0010091746035144024 0.0013648306651167857 0.0011741470666175365 0.0011542558078406801 0.001860605800087114 0.0010628445082161006 0.0017270057699968621
leaf_count=244 114 346 401 318 705 645 348
internal_value=0 4.22898e-05 -4.02782e-05 2.06036e-05 -0.000153708 0.000163153 -1.84474e-06
internal_weight=0 0.00961414 0.00834369 0.00716954 0.00322544 0.00394411 0.00278985
internal_count=3121 3007 2763 2362 1051 1311 993
is_linear=0
shrinkage=0.00196078


Tree=6314
num_leaves=7
num_cat=0
split_feature=4 42 4 12 13 49
split_gain=1.76016e-05 2.69279e-05 7.26566e-05 4.91728e-05 6.14279e-05 5.34147e-05
threshold=0.24564500000000003 0.091295000000000015 0.055260000000000011 0.084225000000000008 -0.082014999999999991 -0.006494999999999999
decision_type=2 2 2 2 2 2
left_child=1 2 3 5 -5 -1
right_child=-2 -3 -4 4 -6 -7
leaf_value=-0.0066823098297882954 0.0082794281250512889 0.010703878173834723 -0.028168654110183645 0.0051022427430340292 -0.028782489845647109 0.020813003255746587
leaf_weight=0.0012687450940011636 0.0019950309115051752 0.0013114964802308782 0.0011151741600195558 0.0010982488955160353 0.0010431864626646266 0.0015945238317458489
leaf_count=244 426 580 182 439 858 392
internal_value=0 -0.00229946 -0.00508609 5.72882e-05 -0.0114045 0.00862954
internal_weight=0 0.00743137 0.00611988 0.0050047 0.00214144 0.00286327
internal_count=3121 2695 2115 1933 1297 636
is_linear=0
shrinkage=0.1


Tree=6315
num_leaves=8
num_cat=0
split_feature=48 48 1 15 42 2 13
split_gain=4.02242e-05 8.15416e-05 6.84706e-05 4.38494e-05 6.90606e-05 6.81129e-05 4.24837e-05
threshold=0.11951500000000001 0.092475000000000016 0.111945 -0.0063699999999999989 0.086325000000000013 0.08622500000000001 -0.0034749999999999994
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 5 6 -1 -5
right_child=-2 -3 -4 4 -6 -7 -8
leaf_value=9.046993711451874e-06 -0.00038530339749448696 0.00051841934344091351 0.00029619999506034497 0.00032431645298406823 -0.00041388111247417272 -0.00067887892046318826 -0.00013753439025163803
leaf_weight=0.0010415968727116695 0.0010017955473251164 0.0011459026108819785 0.0018340626535387249 0.0018645385293872036 0.0012238156289936957 0.001180517811100562 0.0012993624646348966
leaf_count=290 114 251 374 438 545 696 413
internal_value=0 2.76107e-05 -3.89958e-05 -0.000132004 -1.83514e-05 -0.00035642 0.000134642
internal_weight=0 0.0095898 0.00844389 0.00660983 0.00438772 0.00222211 0.0031639
internal_count=3121 3007 2756 2382 1396 986 851
is_linear=0
shrinkage=0.00196078


Tree=6316
num_leaves=7
num_cat=0
split_feature=16 15 47 151 43 13
split_gain=1.54638e-05 3.28968e-05 5.53124e-05 4.81025e-05 6.1374e-05 5.41433e-05
threshold=-0.48836499999999994 -0.11713499999999999 0.09550500000000002 -0.0052199999999999989 -0.084004999999999982 -0.095304999999999987
decision_type=2 2 2 2 2 2
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leaf_weight=0.0014736416861786542 0.0010304127175544955 0.0012053950645842483 0.0011897102722608901 0.0014494331464588949 0.0011665116698138928 0.0019053532471477823
leaf_count=274 345 397 169 413 130 1393
internal_value=0 -0.00181063 0.000672758 -0.0034033 -0.00813551 -0.0161386
internal_weight=0 0.00794682 0.0069164 0.00572669 0.0045213 0.00307186
internal_count=3121 2847 2502 2333 1936 1523
is_linear=0
shrinkage=0.1


Tree=6317
num_leaves=7
num_cat=0
split_feature=4 4 2 48 2 0
split_gain=1.43911e-05 2.23555e-05 2.41501e-05 4.12737e-05 5.85057e-05 3.06106e-05
threshold=0.24564500000000003 0.098655000000000007 0.10912000000000001 0.083985000000000018 0.090675000000000019 -0.077999999999999986
decision_type=2 2 2 2 2 2
left_child=1 2 3 4 5 -1
right_child=-2 -3 -4 -5 -6 -7
leaf_value=-0.0087619083934332414 0.0074792134077494576 -0.015658290712967378 0.011690486758985033 0.01271857401960793 -0.025830779662175576 0.013939612558114942
leaf_weight=0.0014368140217258987 0.0019940401570386432 0.0010434759689004003 0.0014078955108770361 0.0012309881318544351 0.0012693081234845384 0.0010125447857171539
leaf_count=1081 426 121 361 377 461 294
internal_value=0 -0.00209236 0.000134239 -0.00315286 -0.00840677 0.000622714
internal_weight=0 0.00740103 0.00635755 0.00494966 0.00371867 0.00244936
internal_count=3121 2695 2574 2213 1836 1375
is_linear=0
shrinkage=0.1


Tree=6318
num_leaves=8
num_cat=0
split_feature=50 15 47 3 2 4 0
split_gain=1.29472e-05 3.46925e-05 4.27859e-05 5.42734e-05 4.44458e-05 5.5907e-05 6.48394e-05
threshold=0.079410000000000008 -0.15026499999999995 0.096175000000000024 0.10542000000000001 0.097385000000000013 0.0061450000000000003 -0.082184999999999994
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 4 5 6 -3
right_child=-2 2 -4 -5 -6 -7 -8
leaf_value=0.018664379562926874 -0.010329550751247887 -0.024813187750381476 -0.018250642556563796 0.020099226606661299 -0.017947870210638754 0.020682621375618247 0.0099312306629491618
leaf_weight=0.0010091726043604766 0.0010847467598075504 0.001001769793674919 0.0012147510150573009 0.0013370947559437334 0.0013638059152644762 0.0012075554569426776 0.0011579992694825058
leaf_count=318 609 669 185 135 525 177 503
internal_value=0 0.00128814 -0.00111962 0.00230971 -0.0027179 0.00345042 -0.00618434
internal_weight=0 0.00829215 0.00728298 0.00606823 0.00473113 0.00336732 0.00215977
internal_count=3121 2512 2194 2009 1874 1349 1172
is_linear=0
shrinkage=0.1


Tree=6319
num_leaves=7
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split_feature=159 2 43 15 43 43
split_gain=3.48736e-05 3.89849e-05 5.05547e-05 8.82978e-05 6.36823e-05 4.58259e-05
threshold=-1.0000000180025095e-35 0.088225000000000012 0.016310000000000002 -0.074054999999999996 -0.084359999999999991 -0.074359999999999996
decision_type=2 2 2 2 2 2
left_child=-1 5 3 -3 -5 -2
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leaf_value=-0.00035947435375848342 9.5455904285818562e-05 0.0003171968158031864 0.00043095450962400044 0.00013542802909321744 -0.00051106989881071093 -0.00036911065591045667
leaf_weight=0.0010128441273928998 0.0015593736036689019 0.0020068706627837107 0.0014928302243914018 0.0010091941496418305 0.0013962600891190959 0.0017132530862805514
leaf_count=509 514 462 274 203 432 727
internal_value=0 2.39135e-05 0.000119049 1.35211e-05 -0.000239836 -0.000147749
internal_weight=0 0.00917778 0.00590516 0.00441232 0.00240545 0.00327263
internal_count=3121 2612 1371 1097 635 1241
is_linear=0
shrinkage=0.00196078


Tree=6320
num_leaves=8
num_cat=0
split_feature=4 0 1 47 43 1 15
split_gain=5.82926e-05 6.45356e-05 3.44746e-05 6.6264e-05 7.45463e-05 6.96423e-05 0.000107923
threshold=-0.49405499999999997 1.0000000180025095e-35 0.12500000000000003 0.096175000000000024 -0.09225499999999999 0.094385000000000011 -0.0063699999999999989
decision_type=2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 6 -6
right_child=1 -3 -4 -5 5 -7 -8
leaf_value=-0.00045890953997352062 -0.00048129297836053508 0.00046397340853919093 0.00026080652100533272 -0.00053963057467722002 -0.00046736794036965156 0.00041265216989930719 0.00024428283048681416
leaf_weight=0.0010132779392178605 0.0010342677165552806 0.0011854039943739901 0.0013675227782866837 0.0010279130431640297 0.0014693041318800068 0.0017515834655991019 0.0018519685052170881
leaf_count=156 341 186 225 223 731 352 907
internal_value=0 3.53706e-05 -2.43841e-05 -7.90446e-05 -1.5216e-06 9.62955e-05 -7.05457e-05
internal_weight=0 0.00968796 0.00850256 0.00713504 0.00610712 0.00507286 0.00332127
internal_count=3121 2965 2779 2554 2331 1990 1638
is_linear=0
shrinkage=0.00196078


Tree=6321
num_leaves=8
num_cat=0
split_feature=48 16 52 0 1 52 13
split_gain=9.34565e-05 0.000114521 5.99571e-05 6.77122e-05 6.87975e-05 6.70211e-05 4.75966e-05
threshold=0.11951500000000001 -0.48836499999999994 0.11434500000000002 -0.084269999999999984 0.094385000000000011 -0.12005499999999998 -0.076384999999999995
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 -5 -7
right_child=-2 2 -4 5 -6 6 -8
leaf_value=0.00059006309878924061 -0.00057429051565608584 -0.00042041174363794043 -0.00044665043621195088 -0.00021634836606978315 0.00015409910111611582 0.00070319636462664453 0.00017795406366562382
leaf_weight=0.0013170492125140756 0.0010099171860790774 0.0018770647486649815 0.0011549807243084282 0.0010679159679952291 0.0013983877495850655 0.0010058507395110388 0.0019477675698823314
leaf_count=244 114 846 401 380 205 245 686
internal_value=0 5.22572e-05 -3.15477e-05 3.41555e-05 -0.000175136 0.000204619 0.000356825
internal_weight=0 0.00976902 0.00845197 0.00729699 0.00327545 0.00402153 0.00295362
internal_count=3121 3007 2763 2362 1051 1311 931
is_linear=0
shrinkage=0.00196078


Tree=6322
num_leaves=8
num_cat=0
split_feature=159 2 43 15 43 0 43
split_gain=3.77354e-05 4.10417e-05 4.74036e-05 0.0001098 8.06513e-05 5.54375e-05 3.95908e-05
threshold=-1.0000000180025095e-35 0.088225000000000012 0.016310000000000002 -0.074054999999999996 -0.084569999999999992 -0.18901999999999997 -0.074359999999999996
decision_type=2 2 2 2 2 2 2
left_child=-1 6 3 5 -5 -3 -2
right_child=1 2 -4 4 -6 -7 -8
leaf_value=-0.00036564318995199665 8.3888031237236329e-05 3.6242062362428287e-05 0.00043339309129999482 0.00016898495365337256 -0.00055787370810865067 0.00068206843748749412 -0.00034662825316789428
leaf_weight=0.0010108151536279497 0.0015637570185422554 0.0010077768376386409 0.0014901219685092516 0.0010087292331838304 0.0014035217627049238 0.00103668099637062 0.001729583887095611
leaf_count=509 514 54 274 200 435 408 727
internal_value=0 3.33922e-05 0.00013064 2.94126e-05 -0.000253924 0.000363721 -0.000142209
internal_weight=0 0.00924017 0.00594683 0.00445671 0.00241225 0.00204446 0.00329334
internal_count=3121 2612 1371 1097 635 462 1241
is_linear=0
shrinkage=0.00196078


Tree=6323
num_leaves=8
num_cat=0
split_feature=159 15 0 48 15 4 12
split_gain=3.24911e-05 4.22418e-05 4.8698e-05 8.71506e-05 5.48895e-05 3.63939e-05 6.24333e-05
threshold=-1.0000000180025095e-35 -0.15026499999999995 -0.14920999999999998 0.082620000000000013 -0.016799999999999995 -0.35136499999999998 0.088365000000000013
decision_type=2 2 2 2 2 2 2
left_child=-1 -2 -3 4 -4 -6 -7
right_child=1 2 3 -5 5 6 -8
leaf_value=-0.00033827953124094124 0.00038773546856729635 -0.00032329478159237281 -0.00037658829589347511 0.00058340817285177293 -0.00020527747150983358 0.00051644644229172836 -6.5255789299564006e-05
leaf_weight=0.001017099891364468 0.001121194846130759 0.0016132073636121519 0.0013942972305359871 0.0010207444625085216 0.0012532939454010092 0.0012846910728366607 0.0015840329150617813
leaf_count=509 321 170 483 376 149 547 566
internal_value=0 3.08963e-05 -1.81924e-05 5.71004e-05 -4.02882e-05 7.34674e-05 0.000195246
internal_weight=0 0.00927146 0.00815027 0.00653706 0.00551632 0.00412202 0.00286872
internal_count=3121 2612 2291 2121 1745 1262 1113
is_linear=0
shrinkage=0.00196078


Tree=6324
num_leaves=8
num_cat=0
split_feature=159 15 0 48 15 4 12
split_gain=3.70975e-05 3.70851e-05 5.18425e-05 8.58463e-05 5.77275e-05 4.14808e-05 5.89679e-05
threshold=-1.0000000180025095e-35 -0.15026499999999995 -0.14920999999999998 0.082620000000000013 -0.016799999999999995 -0.35136499999999998 0.088365000000000013
decision_type=2 2 2 2 2 2 2
left_child=-1 -2 -3 4 -4 -6 -7
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leaf_value=-0.00036508797263666917 0.00035612508163742007 -0.00033052232042105192 -0.00037639632079190615 0.0005741552362306439 -0.00021763599808919445 0.00051373315958400708 -4.4574000639757911e-05
leaf_weight=0.0010388606401785612 0.0011449160521491428 0.0016587291095606672 0.0014471109127273656 0.0010409990770297688 0.0012769282659421425 0.0013177973082488424 0.0016232229819322312
leaf_count=509 321 170 483 376 149 547 566
internal_value=0 2.51565e-05 -2.01442e-05 5.66271e-05 -3.84727e-05 7.74635e-05 0.000205589
internal_weight=0 0.0095097 0.00836479 0.00670606 0.00566506 0.00421795 0.00294102
internal_count=3121 2612 2291 2121 1745 1262 1113
is_linear=0
shrinkage=0.00196078


Tree=6325
num_leaves=7
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split_feature=12 0 15 16 13 4
split_gain=1.34996e-05 2.72939e-05 5.17799e-05 8.78506e-05 4.2726e-05 3.98493e-05
threshold=0.10711000000000002 -0.019414999999999998 -0.0063699999999999989 -0.056919999999999991 -0.010094999999999998 0.057560000000000007
decision_type=2 2 2 2 2 2
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right_child=-2 -3 4 -5 -6 -7
leaf_value=0.015450806958485342 -0.011033788136319927 0.012268252083220674 0.021283077426491586 -0.028952043141728112 -0.0047313789388022222 -0.008870811149454148
leaf_weight=0.0012023788866948046 0.001007693228481865 0.0017659850407945599 0.0013944557986932179 0.0014036059668212143 0.0011536587346636735 0.001531954228639551
leaf_count=277 285 318 750 732 400 359
internal_value=0 0.0012111 -0.00170942 -0.00861521 0.00950503 0.00182423
internal_weight=0 0.00845204 0.00668605 0.00413794 0.00254811 0.00273433
internal_count=3121 2836 2518 1368 1150 636
is_linear=0
shrinkage=0.1


Tree=6326
num_leaves=7
num_cat=0
split_feature=4 42 4 12 13 49
split_gain=1.47914e-05 2.23459e-05 5.79602e-05 4.08223e-05 5.37332e-05 4.70704e-05
threshold=0.24564500000000003 0.091295000000000015 0.055260000000000011 0.084225000000000008 -0.082014999999999991 -0.006494999999999999
decision_type=2 2 2 2 2 2
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leaf_weight=0.0012671548854874266 0.0020030851583310262 0.0013174481924153941 0.0011129082256611774 0.0011042350848765379 0.0010399746814274999 0.0015899418012985417
leaf_count=244 426 580 182 439 858 392
internal_value=0 -0.0021406 -0.00468598 -9.31255e-05 -0.010522 0.00773356
internal_weight=0 0.00743166 0.00611421 0.00500131 0.00214421 0.0028571
internal_count=3121 2695 2115 1933 1297 636
is_linear=0
shrinkage=0.1


Tree=6327
num_leaves=7
num_cat=0
split_feature=1 16 4 16 52 16
split_gain=1.46581e-05 4.02095e-05 3.02699e-05 2.87168e-05 1.91278e-05 6.54615e-05
threshold=0.10752500000000002 -0.071854999999999988 -0.0016099999999999997 -0.094359999999999986 0.090245000000000006 -0.078844999999999985
decision_type=2 2 2 2 2 2
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leaf_value=0.025913985560677352 0.017335089501635984 -0.0053873995377255223 -0.021708062099625697 0.00024756423218829727 -0.0062288963940864191 -0.0073020622562063701
leaf_weight=0.001110337962174707 0.0014985436691097322 0.001621433536455229 0.0013051077203619439 0.0010959993659784961 0.0015066276434153908 0.0012742081245188234
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internal_weight=0 0.00311998 0.00629228 0.00240111 0.00389117 0.00238455
internal_count=3121 590 2531 648 1883 1405
is_linear=0
shrinkage=0.1


Tree=6328
num_leaves=9
num_cat=0
split_feature=48 48 51 1 0 52 15 0
split_gain=8.95861e-05 9.26913e-05 6.10593e-05 7.33786e-05 5.54871e-05 9.28653e-05 4.50027e-05 5.72208e-05
threshold=0.11951500000000001 0.092475000000000016 0.084745000000000015 0.111945 0.15398500000000004 0.090245000000000006 0.088235000000000022 -0.10151999999999999
decision_type=2 2 2 2 2 2 2 2
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right_child=-2 -3 -4 -5 -6 -7 -8 -9
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leaf_weight=0.0014956303396464761 0.0010105011738690264 0.0011962806866704636 0.001101194483887521 0.0016591046940894697 0.0010205450361961688 0.0010902193878108094 0.0010758568177919843 0.0011955711373087344
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internal_value=0 5.01189e-05 -2.07217e-05 4.22914e-05 -6.04974e-05 -0.000147822 -1.96894e-06 -0.000137473
internal_weight=0 0.0098344 0.00863812 0.00753693 0.00587782 0.00485728 0.00376706 0.0026912
internal_count=3121 3007 2756 2426 2099 2057 1581 1278
is_linear=0
shrinkage=0.00196078


Tree=6329
num_leaves=9
num_cat=0
split_feature=48 16 52 16 13 4 4 1
split_gain=0.000100026 9.19872e-05 9.0287e-05 8.96887e-05 8.47471e-05 6.95731e-05 5.84007e-05 1.70854e-05
threshold=0.11951500000000001 -0.48836499999999994 -0.046924999999999988 0.19444000000000003 0.021350000000000004 0.0052350000000000009 -0.076229999999999978 0.095950000000000021
decision_type=2 2 2 2 2 2 2 2
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leaf_weight=0.0013191579211249234 0.0010435899629815349 0.0016445398289107718 0.0013818596420213276 0.0010438813293005868 0.0011683776832383001 0.0013362348002014612 0.0010419801464776647 0.0010125346262490923
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internal_weight=0 0.00994857 0.00862941 0.00564863 0.00460475 0.00298077 0.00343637 0.00205451
internal_count=3121 3007 2763 1856 1798 907 1560 871
is_linear=0
shrinkage=0.00196078


Tree=6330
num_leaves=9
num_cat=0
split_feature=0 16 52 160 160 4 0 0
split_gain=4.90062e-05 5.02583e-05 5.36423e-05 5.15346e-05 5.44238e-05 7.98558e-05 9.83857e-05 4.86331e-05
threshold=0.15398500000000004 0.26799500000000004 -0.081429999999999989 0.050340000000000003 -1.0000000180025095e-35 -0.080924999999999983 -0.10011499999999998 -0.11756999999999999
decision_type=2 2 2 2 2 2 2 2
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right_child=-2 -3 3 -5 5 6 -8 -9
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leaf_weight=0.0013051257339366891 0.0010435453899195054 0.0011657834795849075 0.0015037537035340167 0.0011746118865228646 0.0010128270690432698 0.00139054942936355 0.0010337569693960715 0.0010217032658498696
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internal_value=0 -5.4594e-05 -1.8962e-06 -6.87329e-05 5.21832e-06 0.000114007 -2.82525e-05 0.000188635
internal_weight=0 0.00960811 0.00844233 0.0071372 0.00596259 0.00445884 0.00344601 0.00241225
internal_count=3121 3061 2712 2254 2047 1270 798 235
is_linear=0
shrinkage=0.00196078


Tree=6331
num_leaves=9
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split_feature=48 4 42 43 16 1 16 0
split_gain=7.09136e-05 0.000100023 8.22689e-05 8.93528e-05 8.49355e-05 0.000110852 6.22583e-05 4.45756e-05
threshold=0.11951500000000001 0.36766000000000004 0.092145000000000019 0.12450000000000001 0.22339500000000004 0.10439500000000002 -0.094359999999999986 -0.077999999999999986
decision_type=2 2 2 2 2 2 2 2
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internal_value=0 3.68205e-05 -3.5699e-05 4.36794e-05 -4.12511e-05 6.12151e-05 -8.272e-05 7.02057e-05
internal_weight=0 0.0102162 0.00896386 0.00760572 0.00655836 0.00541625 0.00428743 0.00302168
internal_count=3121 3007 2705 2189 2022 1733 1566 1291
is_linear=0
shrinkage=0.00196078


Tree=6332
num_leaves=7
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split_feature=50 160 13 13 4 13
split_gain=1.48502e-05 3.28325e-05 3.22951e-05 5.96446e-05 7.68216e-05 3.06821e-05
threshold=0.079410000000000008 -0.081639999999999976 0.086705000000000018 -0.074044999999999986 0.0061450000000000003 -0.15714499999999998
decision_type=2 2 2 2 2 2
left_child=1 -1 3 5 -5 -3
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leaf_value=0.016974508099514757 -0.011011354675177477 -0.0031520067921239786 0.011901399083470144 -0.032295587563141236 -0.0008949505963491074 0.019089021450010745
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leaf_count=441 609 153 252 716 332 618
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internal_weight=0 0.00839476 0.00723772 0.0057385 0.0032395 0.002499
internal_count=3121 2512 2071 1819 1048 771
is_linear=0
shrinkage=0.1


Tree=6333
num_leaves=8
num_cat=0
split_feature=159 15 0 48 15 4 15
split_gain=2.94782e-05 3.7992e-05 6.34587e-05 0.000110389 6.24236e-05 4.18845e-05 5.36808e-05
threshold=-1.0000000180025095e-35 -0.15026499999999995 -0.14920999999999998 0.082620000000000013 -0.016799999999999995 -0.35136499999999998 0.088655000000000025
decision_type=2 2 2 2 2 2 2
left_child=-1 -2 -3 4 -4 -6 -7
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leaf_weight=0.0010243171300374195 0.0011198620605476573 0.0016358750174437758 0.0013757850012640375 0.0010165071485585247 0.0012577086144284948 0.0016664642119259884 0.0012060606291591745
leaf_count=509 321 170 483 376 149 661 452
internal_value=0 2.60736e-05 -2.04124e-05 6.6192e-05 -4.34109e-05 7.70853e-05 0.000207741
internal_weight=0 0.00927826 0.0081584 0.00652253 0.00550602 0.00413023 0.00287252
internal_count=3121 2612 2291 2121 1745 1262 1113
is_linear=0
shrinkage=0.00196078


Tree=6334
num_leaves=8
num_cat=0
split_feature=4 0 0 52 52 47 3
split_gain=4.74605e-05 0.000105195 3.395e-05 7.11943e-05 5.02338e-05 3.37698e-05 5.97301e-05
threshold=-0.49013999999999996 1.0000000180025095e-35 -0.053834999999999994 -0.081429999999999989 -0.0064899999999999992 0.087235000000000021 -0.078934999999999991
decision_type=2 2 2 2 2 2 2
left_child=-1 2 3 -2 -5 6 -6
right_child=1 -3 -4 4 5 -7 -8
leaf_value=-0.00041079789635954216 0.00042105875577671588 0.00059592972729810361 -0.00036712809586716928 -0.0004503422966452817 -0.00015179135845844248 -0.00021773051705187597 0.0003964714950514456
leaf_weight=0.001014731722881382 0.0013082904878939138 0.0011328406868950985 0.0010695906820299772 0.0011595421523413569 0.0014979674123552489 0.0016875030552948546 0.0015591300455777377
leaf_count=169 525 173 186 381 915 200 572
internal_value=0 3.5523e-05 -4.11312e-05 7.21358e-06 -8.44898e-05 4.92164e-06 0.000127825
internal_weight=0 0.00941486 0.00828202 0.00721243 0.00590414 0.0047446 0.0030571
internal_count=3121 2952 2779 2593 2068 1687 1487
is_linear=0
shrinkage=0.00196078


Tree=6335
num_leaves=6
num_cat=0
split_feature=150 15 43 43 16
split_gain=1.4508e-05 3.02975e-05 6.30259e-05 8.66688e-05 5.75992e-05
threshold=0.081835000000000019 -0.037864999999999989 -0.084004999999999982 0.016310000000000002 -0.056919999999999991
decision_type=2 2 2 2 2
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right_child=-2 2 3 -5 -6
leaf_value=0.00020939784950882152 0.0083694644832782022 0.018573374194141824 -0.022075724026862691 0.011063490995896168 -0.029015933479413353
leaf_weight=0.0019659289264235486 0.0016669089731485469 0.0016889574312981661 0.0015645675597400766 0.0015924136478722472 0.0010264803992065747
leaf_count=558 420 375 926 299 543
internal_value=0 -0.00190401 0.00298153 -0.00535996 -0.00981571
internal_weight=0 0.00783835 0.00484594 0.00315698 0.00299241
internal_count=3121 2701 1600 1225 1101
is_linear=0
shrinkage=0.1


Tree=6336
num_leaves=9
num_cat=0
split_feature=48 16 52 484 2 43 12 4
split_gain=0.000121941 0.000113534 6.29793e-05 5.55109e-05 6.39541e-05 7.32424e-05 0.00011582 5.7162e-05
threshold=0.11951500000000001 -0.48836499999999994 0.11434500000000002 0.084040000000000017 0.10912000000000001 1.0000000180025095e-35 0.088305000000000008 0.0052350000000000009
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 6 7 -3
right_child=-2 2 -4 -5 -6 -7 -8 -9
leaf_value=0.00057159716998756219 -0.00064283362816667708 -0.00049349373445187487 -0.00043851063881924466 0.00046703028173785668 0.00039445231560420152 -0.00057514234785849955 0.00037443547867470486 8.5735197827369468e-05
leaf_weight=0.0014045077887957719 0.0010673793083660144 0.0016335281713425313 0.0012378504972950198 0.0010076616516580495 0.0011540201137134002 0.0010655470402066054 0.0018493591596557848 0.0010935446327161582
leaf_count=244 114 739 401 250 330 337 593 113
internal_value=0 5.29446e-05 -2.76229e-05 3.75539e-05 -2.61257e-05 -0.000112151 -4.35164e-06 -0.000261225
internal_weight=0 0.010446 0.00904151 0.00780366 0.006796 0.00564198 0.00457643 0.00272707
internal_count=3121 3007 2763 2362 2112 1782 1445 852
is_linear=0
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Tree=6337
num_leaves=7
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split_feature=52 160 4 52 2 0
split_gain=1.52831e-05 5.64345e-05 3.63508e-05 2.81775e-05 8.64386e-05 7.79693e-05
threshold=-0.046924999999999988 -1.0000000180025095e-35 0.0052350000000000009 0.11008000000000001 0.10097500000000002 -0.084269999999999984
decision_type=2 2 2 2 2 2
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leaf_value=-0.0045822435904900724 -0.022064186923219486 -0.0064786553738317336 0.017990640770464146 0.016249835179452828 -0.021925952726726834 0.026479949877748661
leaf_weight=0.0015214343548706102 0.0012308535127218499 0.0016334005495332671 0.0013432877020249259 0.0010633695071682759 0.0014426110806637863 0.0012804401688305735
leaf_count=726 743 481 227 163 255 526
internal_value=0 -0.00273432 0.00600234 0.00165554 -0.0019068 0.00800447
internal_weight=0 0.00665067 0.00286472 0.00541982 0.00435645 0.00291384
internal_count=3121 2168 953 1425 1262 1007
is_linear=0
shrinkage=0.1


Tree=6338
num_leaves=7
num_cat=0
split_feature=1 43 48 43 0 43
split_gain=1.66628e-05 3.49074e-05 5.36006e-05 3.09518e-05 4.8627e-05 6.68607e-05
threshold=0.104035 -0.076124999999999984 0.10078500000000001 -0.083134999999999987 -0.10011499999999998 0.016310000000000002
decision_type=2 2 2 2 2 2
left_child=3 -2 -3 -1 -5 -6
right_child=1 2 -4 4 5 -7
leaf_value=0.0079183350873628777 -0.010221298023929862 0.02317727672824621 -0.0058593190258949138 0.0034002692725324892 -0.036683208232428884 -0.0015490008099476838
leaf_weight=0.0016987546823850758 0.0010530213803372403 0.0015571856249745886 0.0010743542622410921 0.001933432163692188 0.0010412848167062581 0.0011288044700875251
leaf_count=661 242 360 89 295 1140 334
internal_value=0 0.00516563 0.0113228 -0.00343325 -0.00813253 -0.0184076
internal_weight=0 0.00368456 0.00263154 0.00580228 0.00410352 0.00217009
internal_count=3121 691 449 2430 1769 1474
is_linear=0
shrinkage=0.1


Tree=6339
num_leaves=9
num_cat=0
split_feature=4 0 157 160 52 0 48 0
split_gain=5.39166e-05 8.11121e-05 4.13256e-05 5.59117e-05 5.04662e-05 6.99741e-05 6.96915e-05 5.61708e-05
threshold=-0.49405499999999997 1.0000000180025095e-35 -0.05495499999999999 -1.0000000180025095e-35 0.08976000000000002 -0.10011499999999998 0.086260000000000017 -0.11756999999999999
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 5 6 7 -5
right_child=1 -3 3 4 -6 -7 -8 -9
leaf_value=-0.0004407859090258281 0.00034114621512681108 0.00051806052277578001 -0.0005024051567493168 -1.6547759658675655e-05 0.00034497390088797462 -0.0004061945409564441 -0.00025343626870033976 0.00062917387556316192
leaf_weight=0.0010029847784845261 0.0010232209500989102 0.0011830981194960602 0.0010344250497436348 0.0010602384928985382 0.0012369267270097148 0.0018288355720551654 0.0015240557305989388 0.0010126145140512588
leaf_count=156 405 186 580 189 320 1063 148 74
internal_value=0 3.62949e-05 -2.9067e-05 -7.82816e-05 -1.24335e-05 -9.3913e-05 6.48654e-05 0.000298895
internal_weight=0 0.00990342 0.00872032 0.0076971 0.00666267 0.00542574 0.00359691 0.00207285
internal_count=3121 2965 2779 2374 1794 1474 411 263
is_linear=0
shrinkage=0.00196078


Tree=6340
num_leaves=7
num_cat=0
split_feature=1 43 15 3 2 3
split_gain=1.49011e-05 4.39837e-05 4.39014e-05 4.90821e-05 4.72907e-05 4.87293e-05
threshold=0.077565000000000009 0.016310000000000002 0.035560000000000008 -0.10519499999999998 0.089775000000000008 0.11924500000000002
decision_type=2 2 2 2 2 2
left_child=1 -1 3 -2 -5 -6
right_child=2 -3 -4 4 5 -7
leaf_value=-0.016016354134362434 0.025659312937575507 0.0077243363201743732 -0.016346885540645638 -0.009929763594968272 0.025546747624259059 -0.0035536224165439983
leaf_weight=0.0017922834866627925 0.0010559306367653783 0.0013822049826900684 0.0010137412719124451 0.0019414002745468013 0.001172034764524087 0.001130440188825842
leaf_count=1333 222 303 400 452 249 162
internal_value=0 -0.00567941 0.00271952 0.00636652 0.00156623 0.0112594
internal_weight=0 0.00317449 0.00631355 0.00529981 0.00424388 0.00230247
internal_count=3121 1636 1485 1085 863 411
is_linear=0
shrinkage=0.1


Tree=6341
num_leaves=8
num_cat=0
split_feature=48 16 52 13 0 13 16
split_gain=2.9834e-05 7.27021e-05 4.36331e-05 4.77297e-05 8.73419e-05 5.36611e-05 4.77773e-05
threshold=0.11926500000000002 -0.48836499999999994 0.11434500000000002 0.18141000000000002 -0.084269999999999984 -0.0021749999999999994 0.15891500000000003
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 4 5 -3 -6
right_child=-2 2 -4 -5 6 -7 -8
leaf_value=0.0004747134059351248 -0.00032070710817195988 -0.00051843563731489306 -0.00039377548616224671 -0.00034825609469206188 0.0005189545912365214 4.6788987759329462e-05 1.3803689361003387e-05
leaf_weight=0.0012317832398864243 0.0010301148615139118 0.0010095290007838362 0.0011312575082678073 0.0011256122910898777 0.0018584200240356081 0.0017921747676972785 0.0011749532527260088
leaf_count=242 117 823 401 122 854 186 376
internal_value=0 3.09333e-05 -3.66204e-05 2.14248e-05 9.27379e-05 -0.000156877 0.000323288
internal_weight=0 0.00932373 0.00809195 0.00696069 0.00583508 0.0028017 0.00303337
internal_count=3121 3004 2762 2361 2239 1009 1230
is_linear=0
shrinkage=0.00196078


Tree=6342
num_leaves=7
num_cat=0
split_feature=11 1 4 3 52 16
split_gain=1.64609e-05 2.63676e-05 4.78408e-05 4.59026e-05 3.13948e-05 3.73598e-05
threshold=0.076270000000000018 0.10557500000000002 -0.0016099999999999997 0.11296500000000002 0.090245000000000006 -0.078844999999999985
decision_type=2 2 2 2 2 2
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leaf_value=0.0245231831306197 -0.012021413660181984 0.020813728772122411 -0.015496061395713823 -0.0038725702264724273 -0.0076804617951506506 -0.0018760944856657715
leaf_weight=0.0011028128693444108 0.0010294331663033484 0.0015568410619687481 0.0019175487959769491 0.0014592254171595311 0.0013712921017688053 0.0010431244311173082
leaf_count=484 232 377 589 203 456 780
internal_value=0 0.00137188 -0.00278928 0.00887007 0.00413829 0.0116907
internal_weight=0 0.00845084 0.00543478 0.00301607 0.00351723 0.00214594
internal_count=3121 2889 2309 580 1720 1264
is_linear=0
shrinkage=0.1


Tree=6343
num_leaves=8
num_cat=0
split_feature=50 484 43 43 4 2 2
split_gain=3.77866e-05 4.42097e-05 3.0742e-05 4.91627e-05 4.93248e-05 0.000135814 6.18057e-05
threshold=0.088425000000000017 0.084040000000000017 -0.15323999999999996 -0.00067499999999999993 0.053180000000000012 0.098260000000000014 0.092365000000000017
decision_type=2 2 2 2 2 2 2
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leaf_value=0.0002266944941695661 -0.0003556197950504203 0.0004120058255048116 -0.00035847727896259917 -0.00055632925249290456 0.00056368235291827374 0.00029773969877624709 -0.00010176126407237524
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leaf_count=203 560 323 1207 328 90 226 184
internal_value=0 3.33674e-05 -1.42125e-05 -7.27483e-05 2.53552e-05 -0.000143109 0.000249613
internal_weight=0 0.00943472 0.00838149 0.00674306 0.00501961 0.00286637 0.00215324
internal_count=3121 2561 2238 2035 828 554 274
is_linear=0
shrinkage=0.00196078


Tree=6344
num_leaves=7
num_cat=0
split_feature=13 48 1 48 0 16
split_gain=1.34668e-05 3.4767e-05 4.64779e-05 4.4693e-05 7.11144e-05 7.73925e-05
threshold=-0.23438999999999996 0.11077000000000002 0.111945 0.083985000000000018 -0.10224499999999999 -0.056919999999999991
decision_type=2 2 2 2 2 2
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leaf_weight=0.0011912860040037719 0.0011972525622632414 0.0010832021766824865 0.0015634571313482429 0.0013148270090363613 0.0017512432904209299 0.0013779582392410249
leaf_count=169 275 142 302 366 960 907
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internal_weight=0 0.00828794 0.00720474 0.00564128 0.00432645 0.0031292
internal_count=3121 2952 2810 2508 2142 1867
is_linear=0
shrinkage=0.1


Tree=6345
num_leaves=7
num_cat=0
split_feature=484 1 12 15 2 48
split_gain=1.59266e-05 2.46659e-05 3.22752e-05 4.08226e-05 6.08696e-05 3.39099e-05
threshold=0.084040000000000017 0.12500000000000003 0.10124000000000001 0.088235000000000022 0.089775000000000008 0.084855000000000014
decision_type=2 2 2 2 2 2
left_child=1 2 3 4 -1 -6
right_child=-2 -3 -4 -5 5 -7
leaf_value=-0.020530826437410915 0.011719131095305358 0.011767225013996983 -0.01984283628617085 0.014706136166153386 -0.0069264003923900338 0.013767056992091423
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leaf_count=956 368 232 328 529 463 245
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internal_weight=0 0.00843007 0.00722857 0.00617055 0.00485761 0.00317305
internal_count=3121 2753 2521 2193 1664 708
is_linear=0
shrinkage=0.1


Tree=6346
num_leaves=8
num_cat=0
split_feature=159 15 0 48 15 4 15
split_gain=2.56118e-05 3.48774e-05 5.78144e-05 0.00010929 5.19358e-05 4.6924e-05 7.61105e-05
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decision_type=2 2 2 2 2 2 2
left_child=-1 -2 -3 4 -4 -6 -7
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leaf_value=-0.00029784707630946744 0.00034507153599347553 -0.00034553706243223943 -0.00037058490025242363 0.00064214080753084853 -0.00025273045314893667 0.00046513447707666997 -0.00017585358816349367
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leaf_count=509 321 170 483 376 149 661 452
internal_value=0 2.4376e-05 -1.96843e-05 6.20718e-05 -4.6528e-05 6.31461e-05 0.000199208
internal_weight=0 0.00948993 0.0083436 0.00667009 0.00561825 0.0041976 0.00293386
internal_count=3121 2612 2291 2121 1745 1262 1113
is_linear=0
shrinkage=0.00196078


Tree=6347
num_leaves=9
num_cat=0
split_feature=48 48 51 1 43 52 4 2
split_gain=6.0418e-05 7.77369e-05 5.22688e-05 6.47901e-05 7.51839e-05 7.84491e-05 6.28851e-05 8.54112e-05
threshold=0.11951500000000001 0.092805000000000012 0.084745000000000015 0.111945 -0.11720999999999999 0.090245000000000006 -0.076229999999999978 0.086285000000000014
decision_type=2 2 2 2 2 2 2 2
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right_child=-2 -3 -4 -5 5 -7 7 -9
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internal_value=0 3.95126e-05 -2.23016e-05 3.63397e-05 -5.9492e-05 -0.000158669 -1.81596e-06 -0.000197543
internal_weight=0 0.00994891 0.00882627 0.0076681 0.00597806 0.00496756 0.0035351 0.00226589
internal_count=3121 3007 2762 2429 2102 1880 1425 848
is_linear=0
shrinkage=0.00196078


Tree=6348
num_leaves=7
num_cat=0
split_feature=50 160 49 2 3 4
split_gain=1.40468e-05 3.27453e-05 3.14835e-05 4.92353e-05 5.89092e-05 3.80751e-05
threshold=0.079410000000000008 -0.027994999999999996 -0.081404999999999991 0.11389000000000002 0.095270000000000007 0.053180000000000012
decision_type=2 2 2 2 2 2
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leaf_value=0.014328392001219182 -0.010663375211442231 0.013629933096697572 -0.016722704263767277 -0.024365381306316544 0.017524021690404491 0.0049406481165745336
leaf_weight=0.0015724933463165201 0.0011068222528683716 0.0011210714683262046 0.0018905228753460718 0.0010406383957115382 0.0013249329915646624 0.0014212346817977053
leaf_count=625 609 172 1082 282 102 249
internal_value=0 0.00132378 -0.00168423 -0.00470824 -0.000296479 -0.00742592
internal_weight=0 0.00837089 0.0067984 0.00567733 0.00463669 0.00331176
internal_count=3121 2512 1887 1715 1433 1331
is_linear=0
shrinkage=0.1


Tree=6349
num_leaves=7
num_cat=0
split_feature=4 42 49 0 52 160
split_gain=1.4781e-05 2.54404e-05 3.51404e-05 4.56869e-05 6.03356e-05 3.37593e-05
threshold=0.27287000000000006 0.092145000000000019 -0.00064499999999999985 -0.10011499999999998 0.083680000000000018 0.079055000000000014
decision_type=2 2 2 2 2 2
left_child=1 2 5 -4 -5 -1
right_child=-2 -3 3 4 -6 -7
leaf_value=-0.022779125698315625 0.0092949402680543806 -0.015216993757486169 0.019279924140115232 -0.016281974275663365 0.011469763709817036 0.0025269702774008414
leaf_weight=0.0010538926511845619 0.0014306399001717826 0.0011923068078152242 0.0015795647444933063 0.0014772462681752426 0.0016679892828573763 0.001054749456266886
leaf_count=340 352 544 246 840 622 177
internal_value=0 -0.00173839 0.000613368 0.00540401 -0.0015646 -0.0101209
internal_weight=0 0.00802575 0.00683344 0.0047248 0.00314524 0.00210864
internal_count=3121 2769 2225 1708 1462 517
is_linear=0
shrinkage=0.1


Tree=6350
num_leaves=9
num_cat=0
split_feature=159 2 151 15 43 0 0 3
split_gain=4.01723e-05 5.60918e-05 5.62015e-05 9.461e-05 7.60957e-05 4.76268e-05 7.14192e-05 3.36067e-05
threshold=-1.0000000180025095e-35 0.088225000000000012 -0.0083949999999999979 -0.074054999999999996 0.016310000000000002 -0.10607499999999999 -0.077809999999999976 -0.078344999999999984
decision_type=2 2 2 2 2 2 2 2
left_child=-1 5 -3 -4 7 -2 -7 -5
right_child=1 2 3 4 -6 6 -8 -9
leaf_value=-0.00037053000682086857 0.0001833024519706407 -0.00021635727482823659 0.00068465788004846604 8.4525313339025321e-05 0.00042511489345151973 -0.00070531514750109866 -1.2958211073205101e-05 -0.00041947667176541473
leaf_weight=0.0010324307322967788 0.0010332021848527429 0.0012763566781222296 0.0013585911866720777 0.0010123059160504892 0.0014008269869393033 0.0010371452144542076 0.0012794633772240235 0.0010223551471846191
leaf_count=509 135 291 417 301 163 801 305 199
internal_value=0 3.68928e-05 0.000149288 0.000246636 7.34172e-05 -0.000166787 -0.000322926 -0.00016872
internal_weight=0 0.00942025 0.00607044 0.00479408 0.00343549 0.00334981 0.00231661 0.00203466
internal_count=3121 2612 1371 1080 663 1241 1106 500
is_linear=0
shrinkage=0.00196078


Tree=6351
num_leaves=8
num_cat=0
split_feature=159 15 52 15 4 42 52
split_gain=3.67346e-05 6.33889e-05 5.21853e-05 6.52076e-05 7.30893e-05 4.94682e-05 5.59808e-05
threshold=-1.0000000180025095e-35 -0.15026499999999995 0.11008000000000001 -0.095869999999999983 -0.35136499999999998 -1.0000000180025095e-35 -0.0064899999999999992
decision_type=2 2 2 2 2 2 2
left_child=-1 -2 3 -3 -5 -6 -7
right_child=1 2 -4 4 5 6 -8
leaf_value=-0.00035049226908526535 0.00046377338665229856 -0.00047659248237662624 0.00039480626171371395 -0.00043611160068016282 -0.00024580195540722065 -1.2397357642922649e-05 0.00047049771689508036
leaf_weight=0.0010476455463305284 0.0011698625306491251 0.0013158363792070745 0.0010069147048996285 0.0011620448216198061 0.0011384643154418355 0.0019042186304517115 0.0017911695545414559
leaf_count=509 321 217 189 186 596 595 508
internal_value=0 3.64109e-05 -2.36896e-05 -8.13216e-05 5.42303e-06 0.000111567 0.000221664
internal_weight=0 0.00948851 0.00831865 0.00731173 0.0059959 0.00483385 0.00369539
internal_count=3121 2612 2291 2102 1885 1699 1103
is_linear=0
shrinkage=0.00196078


Tree=6352
num_leaves=8
num_cat=0
split_feature=12 16 52 42 3 0 0
split_gain=1.33053e-05 2.77966e-05 5.3236e-05 3.54136e-05 7.02382e-05 5.90444e-05 2.97106e-05
threshold=0.10711000000000002 -0.010264999999999998 0.091275000000000009 0.08623500000000002 -0.059315 -0.14920999999999998 -0.053834999999999994
decision_type=2 2 2 2 2 2 2
left_child=1 3 6 4 -1 -6 -3
right_child=-2 2 -4 -5 5 -7 -8
leaf_value=-0.030192081759521251 -0.01097286928612335 0.010568506326242129 0.026606508687367515 0.010581973329217401 -0.011356103447023312 0.018928245217410287 -0.012377011626895187
leaf_weight=0.0010594961700433384 0.0010003189511618672 0.0011810423636249741 0.0010783106950954914 0.0013391236289154781 0.0016963792193976182 0.0010375400103896206 0.0010806446052970004
leaf_count=758 285 626 127 679 162 207 277
internal_value=0 0.00122201 0.0083224 -0.00339857 -0.00833387 0.000137003 -0.000394969
internal_weight=0 0.00847254 0.00334 0.00513254 0.00379342 0.00273392 0.00226169
internal_count=3121 2836 1030 1806 1127 369 903
is_linear=0
shrinkage=0.1


Tree=6353
num_leaves=7
num_cat=0
split_feature=52 0 1 3 0 2
split_gain=1.40501e-05 4.1406e-05 5.00392e-05 0.000106581 4.70639e-05 2.1981e-05
threshold=0.11434500000000002 -0.019414999999999998 0.11181500000000001 0.090900000000000009 -0.084269999999999984 0.087625000000000022
decision_type=2 2 2 2 2 2
left_child=1 2 3 4 5 -1
right_child=-2 -3 -4 -5 -6 -7
leaf_value=-0.024881062232236083 -0.0090767451949873394 0.015120423897141159 -0.015761288345557418 0.031051858254579276 0.010231339279283568 -0.004074401864199848
leaf_weight=0.001030788631994051 0.0014607509993563366 0.0017624980774383677 0.0019013571377185312 0.0010717572107776657 0.0012176472066968997 0.0010006261428232666
leaf_count=594 501 307 325 109 895 390
internal_value=0 0.00159005 -0.00224257 0.00370628 -0.00531412 -0.0146322
internal_weight=0 0.00798467 0.00622218 0.00432082 0.00324906 0.00203141
internal_count=3121 2620 2313 1988 1879 984
is_linear=0
shrinkage=0.1


Tree=6354
num_leaves=9
num_cat=0
split_feature=4 0 43 42 15 15 16 0
split_gain=7.06762e-05 8.79574e-05 6.72088e-05 4.75234e-05 0.000110014 9.82269e-05 0.000187007 7.70723e-05
threshold=-0.49405499999999997 -1.0000000180025095e-35 0.022390000000000004 0.091295000000000015 0.035560000000000008 -0.016799999999999995 -0.056919999999999991 -0.20211999999999997
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 6 7 -2
right_child=1 -3 -4 -5 -6 -7 -8 -9
leaf_value=-0.00049815332160845058 -9.6590096496082495e-05 0.00053799409519516618 -0.00050114707052552907 0.00038853805292957691 -0.00057066113470729673 0.0005981094146865596 -0.0006922545083124942 0.00054493735828674847
leaf_weight=0.0010245809480231146 0.0014498260917278375 0.0012105283000968118 0.0010119425630805744 0.0012364605383260478 0.001185608874288013 0.0011462947054352388 0.0012264775131726052 0.0014302717759236789
leaf_count=156 98 186 430 481 688 256 458 368
internal_value=0 4.28295e-05 -2.61724e-05 3.64532e-05 -3.1162e-05 9.06066e-05 -5.10559e-05 0.000221996
internal_weight=0 0.00989741 0.00868688 0.00767494 0.00643848 0.00525287 0.00410658 0.0028801
internal_count=3121 2965 2779 2349 1868 1180 924 466
is_linear=0
shrinkage=0.00196078


Tree=6355
num_leaves=8
num_cat=0
split_feature=159 15 0 48 15 4 12
split_gain=2.97106e-05 3.43258e-05 4.88148e-05 0.000104895 4.33965e-05 4.15981e-05 5.79088e-05
threshold=-1.0000000180025095e-35 -0.15026499999999995 -0.14920999999999998 0.082620000000000013 -0.016799999999999995 -0.35136499999999998 0.088365000000000013
decision_type=2 2 2 2 2 2 2
left_child=-1 -2 -3 4 -4 -6 -7
right_child=1 2 3 -5 5 6 -8
leaf_value=-0.0003245919584279615 0.00034898094450943695 -0.00031987028018255916 -0.0003469474149969834 0.00063677166409088467 -0.00024394684291705239 0.00049606471521616337 -6.430851853915421e-05
leaf_weight=0.0010154187822074079 0.0011298096275111488 0.0016245745062533606 0.0013880028273950129 0.0010223933907145587 0.001255323951664404 0.0012727876081060768 0.0016006394204587326
leaf_count=509 321 170 483 376 149 547 566
internal_value=0 2.86558e-05 -1.56752e-05 5.98985e-05 -4.70106e-05 5.38221e-05 0.000183909
internal_weight=0 0.00929353 0.00816372 0.00653915 0.00551675 0.00412875 0.00287343
internal_count=3121 2612 2291 2121 1745 1262 1113
is_linear=0
shrinkage=0.00196078


Tree=6356
num_leaves=7
num_cat=0
split_feature=4 151 12 2 2 4
split_gain=1.50023e-05 2.42664e-05 3.75801e-05 4.04218e-05 3.56525e-05 3.79814e-05
threshold=0.27287000000000006 -0.024429999999999997 0.088305000000000008 0.088555000000000009 0.10855000000000002 0.0061450000000000003
decision_type=2 2 2 2 2 2
left_child=1 -1 4 -4 5 -3
right_child=-2 2 3 -5 -6 -7
leaf_value=0.011348947656741853 0.009340672675877142 -0.028492814268880284 0.016259451380507651 -0.0068593555564555658 0.0037106327322313139 -0.0042974081636856761
leaf_weight=0.0012021967936067775 0.0014381982281129165 0.0013935456502721345 0.0014548973110676152 0.0015750006219633144 0.0011816970951280918 0.0012139842332741094
leaf_count=451 352 805 516 709 128 160
internal_value=0 -0.00175061 -0.00406003 0.00424184 -0.0106983 -0.0172282
internal_weight=0 0.00802132 0.00681912 0.0030299 0.00378923 0.00260753
internal_count=3121 2769 2318 1225 1093 965
is_linear=0
shrinkage=0.1


Tree=6357
num_leaves=7
num_cat=0
split_feature=51 150 15 3 43 0
split_gain=1.35037e-05 3.36252e-05 4.56771e-05 8.56628e-05 8.09651e-05 5.97539e-05
threshold=0.087505000000000013 0.081835000000000019 -0.016799999999999995 0.099930000000000005 -0.084004999999999982 -0.084144999999999984
decision_type=2 2 2 2 2 2
left_child=1 2 3 -1 -4 -6
right_child=-2 -3 4 -5 5 -7
leaf_value=0.0020843599248933742 -0.0089883803839095316 0.018109735150134386 0.025108040247337544 -0.034007416516845267 0.014384217401752117 -0.016487379045728525
leaf_weight=0.0018686962899160347 0.0014360667434399838 0.0010624951544928362 0.0014189904919980766 0.0010147133583894206 0.0010244280737022706 0.0016159938516256635
leaf_count=855 435 332 313 111 390 685
internal_value=0 0.00154259 -0.000992764 -0.0106169 0.00584325 -0.00450985
internal_weight=0 0.00800532 0.00694282 0.00288341 0.00405941 0.00264042
internal_count=3121 2686 2354 966 1388 1075
is_linear=0
shrinkage=0.1


Tree=6358
num_leaves=8
num_cat=0
split_feature=4 0 1 15 52 52 2
split_gain=4.43169e-05 9.97351e-05 4.10525e-05 5.27424e-05 5.45505e-05 8.14243e-05 6.03344e-05
threshold=-0.49405499999999997 1.0000000180025095e-35 0.077565000000000009 0.024640000000000006 -0.081429999999999989 -0.0064899999999999992 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2
left_child=-1 2 -2 4 -4 -6 -7
right_child=1 -3 3 -5 5 6 -8
leaf_value=-0.00038399946760364124 -0.00028436869043426191 0.0005710307130694167 0.00046370558495878499 -0.00036752301343380954 -0.00042028405573957852 -0.00014960701924589682 0.00040713366224202571
leaf_weight=0.0010358521478400712 0.0019187033659193147 0.0012037814313582756 0.0013242049921379506 0.0010270007520963844 0.0012197567257678484 0.0012717662016688001 0.001818436060501503
leaf_count=156 1551 186 222 371 192 190 253
internal_value=0 4.25004e-05 -3.1654e-05 4.11387e-05 0.00011563 8.68618e-06 0.000178008
internal_weight=0 0.00978365 0.00857987 0.00666116 0.00563416 0.00430996 0.0030902
internal_count=3121 2965 2779 1228 857 635 443
is_linear=0
shrinkage=0.00196078


Tree=6359
num_leaves=7
num_cat=0
split_feature=4 42 49 0 52 160
split_gain=1.58228e-05 2.6514e-05 3.02921e-05 3.9447e-05 4.91798e-05 3.12316e-05
threshold=0.27287000000000006 0.092145000000000019 -0.00064499999999999985 -0.10011499999999998 0.096795000000000006 0.079055000000000014
decision_type=2 2 2 2 2 2
left_child=1 2 5 -4 -5 -1
right_child=-2 -3 3 4 -6 -7
leaf_value=-0.02150244420279538 0.0096101956003385655 -0.01553307932879669 0.018013355066855703 -0.011429669972659349 0.014271792290532902 0.002864970582026569
leaf_weight=0.0010545725714397229 0.0014368937341035079 0.0011937945959144321 0.001571708201344522 0.0019086295021173583 0.0012206615632313167 0.0010493902731236147
leaf_count=340 352 544 246 1180 282 177
internal_value=0 -0.00178715 0.000624301 0.0050878 -0.00140414 -0.00934875
internal_weight=0 0.00799876 0.00680496 0.004701 0.00312929 0.00210396
internal_count=3121 2769 2225 1708 1462 517
is_linear=0
shrinkage=0.1


Tree=6360
num_leaves=7
num_cat=0
split_feature=52 0 1 1 2 4
split_gain=1.32581e-05 4.13811e-05 4.87833e-05 5.13405e-05 8.53295e-05 4.03804e-05
threshold=0.11434500000000002 -0.062294999999999996 0.077565000000000009 0.11181500000000001 0.089775000000000008 -0.35136499999999998
decision_type=2 2 2 2 2 2
left_child=1 2 -1 4 -4 -3
right_child=-2 5 3 -5 -6 -7
leaf_value=-0.02158388292580363 -0.0088103780413319906 -0.00096164698897043942 -0.0062807089672238491 -0.013795030117417329 0.02875165538807849 0.024219882130669841
leaf_weight=0.0011583271576766354 0.0014588343842172483 0.0012314012902385901 0.001550328338797753 0.0014390097895439396 0.0012606483984048452 0.0013188143271425602
leaf_count=1232 501 199 473 242 176 298
internal_value=0 0.00155978 -0.00339178 0.00156645 0.00943038 0.0120607
internal_weight=0 0.00795853 0.00540831 0.00424999 0.00281098 0.00255022
internal_count=3121 2620 2123 891 649 497
is_linear=0
shrinkage=0.1


Tree=6361
num_leaves=9
num_cat=0
split_feature=0 16 16 43 2 15 16 160
split_gain=4.36793e-05 6.10592e-05 5.39408e-05 4.26399e-05 5.74303e-05 0.000119869 5.08243e-05 3.69313e-05
threshold=0.15398500000000004 0.26799500000000004 -0.008904999999999998 0.022390000000000004 0.084055000000000005 -0.10324499999999999 -0.094359999999999986 -0.054789999999999998
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 -6 -7 -4
right_child=-2 -3 7 -5 5 6 -8 -9
leaf_value=0.00026869671623900063 0.00037254790002204098 -0.00047728398018847412 0.00054443116406756515 -0.00045116739016765154 0.00033150581601517145 -0.00075014684469482671 -0.00015037986711268666 3.5271687557704518e-05
leaf_weight=0.0018123110607959239 0.0010488319026342148 0.0011285416608968818 0.0010242864640162769 0.0010216648825580868 0.0012078296944783317 0.0010463604706079091 0.0011296586490800549 0.0011771474607166783
leaf_count=512 60 349 287 379 250 221 658 405
internal_value=0 -4.89998e-05 8.40861e-06 -8.49781e-05 -1.29783e-05 -0.000163837 -0.000438784 0.000272174
internal_weight=0 0.0095478 0.00841926 0.00621782 0.00519616 0.00338385 0.00217602 0.00220143
internal_count=3121 3061 2712 2020 1641 1129 879 692
is_linear=0
shrinkage=0.00196078


Tree=6362
num_leaves=9
num_cat=0
split_feature=4 0 0 42 1 13 48 15
split_gain=4.01105e-05 8.51469e-05 4.1415e-05 5.88394e-05 0.000104717 4.89501e-05 6.13827e-05 3.31028e-05
threshold=-0.49405499999999997 -1.0000000180025095e-35 -0.053834999999999994 0.091295000000000015 1.0000000180025095e-35 -0.0025349999999999995 0.086260000000000017 -0.10091499999999999
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 -6 7 -7
right_child=1 -3 -4 -5 5 6 -8 -9
leaf_value=-0.00038318028300524299 -0.00062834765620606433 0.00052822480421906752 -0.00039744815809975958 0.0003823384654313074 0.0003335378466652658 0.00036692308144865409 -0.00042323299067053595 -0.00013099188167907145
leaf_weight=0.0010096182361815269 0.0010653378015286485 0.0011498626311470727 0.0010888096466399695 0.0013486862134767554 0.0015838218329586305 0.0010542964460783749 0.0012746882708523088 0.0010005137211942386
leaf_count=156 1183 186 186 567 490 66 89 198
internal_value=0 2.77496e-05 -4.06281e-05 1.23937e-05 -7.10597e-05 4.97751e-05 -8.52091e-05 0.000124482
internal_weight=0 0.00956602 0.00841615 0.00732734 0.00597866 0.00491332 0.0033295 0.00205481
internal_count=3121 2965 2779 2593 2026 843 353 264
is_linear=0
shrinkage=0.00196078


Tree=6363
num_leaves=7
num_cat=0
split_feature=484 160 49 52 12 0
split_gain=1.31776e-05 2.71066e-05 3.60475e-05 4.7006e-05 3.79517e-05 8.15664e-05
threshold=0.084040000000000017 -1.0000000180025095e-35 -0.081404999999999991 -1.0000000180025095e-35 0.090840000000000018 -0.10224499999999999
decision_type=2 2 2 2 2 2
left_child=1 -1 -3 -4 5 -5
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leaf_value=-0.015878869324727162 0.01065085389743145 0.017408472717680045 -0.017843194714493301 -0.010818863300708628 -0.0091542946440036875 0.022845612560907995
leaf_weight=0.0011153973396487195 0.0010246932476717678 0.0011150522240844377 0.0014548700198029202 0.0011932709311334301 0.0017153664890449801 0.0018136198885158939
leaf_count=632 368 173 622 186 503 637
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internal_weight=0 0.00840758 0.00729218 0.00617713 0.00472226 0.00300689
internal_count=3121 2753 2121 1948 1326 823
is_linear=0
shrinkage=0.1


Tree=6364
num_leaves=7
num_cat=0
split_feature=1 43 2 4 16 43
split_gain=1.56403e-05 3.29227e-05 4.1784e-05 2.91885e-05 2.42281e-05 6.67634e-05
threshold=0.104035 -0.076124999999999984 0.11215000000000001 -0.0016099999999999997 0.19444000000000003 -0.014584999999999999
decision_type=2 2 2 2 2 2
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leaf_weight=0.0012381197270242563 0.0010424219885906191 0.0011482911018890212 0.0014647619914020132 0.0019601087020574542 0.0010785259666652725 0.0014769711596071915
leaf_count=924 242 192 257 605 232 669
internal_value=0 0.00506549 0.0110596 -0.00329925 0.00182045 -0.00321637
internal_weight=0 0.00365548 0.00261305 0.00575373 0.00379362 0.00271509
internal_count=3121 691 449 2430 1825 1593
is_linear=0
shrinkage=0.1


Tree=6365
num_leaves=8
num_cat=0
split_feature=4 42 49 0 52 0 160
split_gain=1.38976e-05 2.37415e-05 2.7732e-05 3.85664e-05 3.68314e-05 2.92378e-05 2.42765e-05
threshold=0.27287000000000006 0.092145000000000019 -0.00064499999999999985 -0.083914999999999976 0.08976000000000002 -0.10836499999999999 0.079055000000000014
decision_type=2 2 2 2 2 2 2
left_child=1 2 6 5 -5 -4 -1
right_child=-2 -3 3 4 -6 -7 -8
leaf_value=-0.019741390869857947 0.0090239161246766873 -0.014750944010911671 0.0032646339764123068 -0.01541741295766464 0.0080951694381000243 0.027373329169248325 0.0018197617940650689
leaf_weight=0.001045989788600358 0.001432240059569022 0.0011824777887397856 0.0010047293041056168 0.0012608012436275918 0.0014127083551882151 0.0010074113614989052 0.0010428424600374326
leaf_count=340 352 544 199 652 242 615 177
internal_value=0 -0.00167654 0.000605585 0.00487747 -0.00299314 0.015335 -0.00897706
internal_weight=0 0.00795696 0.00677448 0.00468565 0.00267351 0.00201214 0.00208883
internal_count=3121 2769 2225 1708 894 814 517
is_linear=0
shrinkage=0.1


Tree=6366
num_leaves=7
num_cat=0
split_feature=1 4 15 2 43 16
split_gain=1.41049e-05 6.47673e-05 4.05359e-05 4.30897e-05 6.34732e-05 6.75948e-05
threshold=0.111945 0.24564500000000003 -0.10324499999999999 0.084245000000000014 0.016310000000000002 -0.073849999999999985
decision_type=2 2 2 2 2 2
left_child=2 -2 -1 -4 5 -5
right_child=1 -3 3 4 -6 -7
leaf_value=-0.01995754524487825 -0.0064818683601850953 0.026113185454941425 0.016287976503254503 -0.031669511203966889 0.013875556586936634 -0.00044270750166643244
leaf_weight=0.0011040015344504391 0.0015555592609757087 0.0010024696610490321 0.0013901634524284192 0.0011116702845653248 0.001365388376538343 0.0018414917252787774
leaf_count=287 221 276 676 538 264 859
internal_value=0 0.00629185 -0.00241695 0.000975207 -0.00395405 -0.0121975
internal_weight=0 0.00255803 0.00681272 0.00570871 0.00431855 0.00295316
internal_count=3121 497 2624 2337 1661 1397
is_linear=0
shrinkage=0.1


Tree=6367
num_leaves=8
num_cat=0
split_feature=4 0 1 15 2 0 1
split_gain=5.93336e-05 8.69312e-05 6.91334e-05 7.02675e-05 5.98994e-05 0.000111281 7.68746e-05
threshold=-0.49405499999999997 -1.0000000180025095e-35 0.077565000000000009 0.035560000000000008 1.0000000180025095e-35 -0.15090499999999998 0.11039500000000001
decision_type=2 2 2 2 2 2 2
left_child=-1 2 -2 4 -4 6 -6
right_child=1 -3 3 -5 5 -7 -8
leaf_value=-0.00045516418919148104 -0.00035640146079872676 0.00054019383230310004 -0.00012404342418130757 -0.0004090103798674557 0.00034394702804905152 0.00078627353959947457 -0.000356720256748885
leaf_weight=0.0010317353197699898 0.001925161579191475 0.0011723293633055043 0.0019966811128282747 0.0010199535679830049 0.0014923128060028573 0.0012066249591471978 0.0010091396421635459
leaf_count=156 1551 186 363 367 133 295 70
internal_value=0 3.91298e-05 -2.87801e-05 6.50119e-05 0.000149762 0.000297198 6.12828e-05
internal_weight=0 0.0098222 0.00864987 0.00672471 0.00570476 0.00370808 0.00250145
internal_count=3121 2965 2779 1228 861 498 203
is_linear=0
shrinkage=0.00196078


Tree=6368
num_leaves=8
num_cat=0
split_feature=457 160 1 12 1 13 1
split_gain=1.50003e-05 4.18954e-05 4.47348e-05 4.84194e-05 3.59939e-05 4.52905e-05 2.08126e-05
threshold=0.045365000000000009 0.041220000000000007 0.12811000000000003 0.10124000000000001 0.10612500000000001 -0.017449999999999997 0.078340000000000007
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 4 5 -1 -7
right_child=-2 -3 -4 -5 -6 6 -8
leaf_value=-0.0066954615080272607 0.010461759049213318 -0.020693922666073224 0.019921521186216925 -0.022042153908353092 -0.012672149005883119 0.024426622355281084 0.005244831983898508
leaf_weight=0.0015162971538373268 0.0011871446803659738 0.001004571285500265 0.0010748533577265565 0.0010238151862571902 0.0012844947332587781 0.0012307193781711523 0.0010467474720554704
leaf_count=1033 289 355 223 313 227 415 266
internal_value=0 -0.00156697 0.00111027 -0.00220325 0.00179643 0.0066952 0.0156105
internal_weight=0 0.0081815 0.00717693 0.00610207 0.00507826 0.00379376 0.00227747
internal_count=3121 2832 2477 2254 1941 1714 681
is_linear=0
shrinkage=0.1


Tree=6369
num_leaves=8
num_cat=0
split_feature=1 0 15 3 47 4 47
split_gain=1.50558e-05 4.31027e-05 3.43991e-05 5.86864e-05 4.05393e-05 4.33043e-05 1.31338e-05
threshold=0.077565000000000009 0.024095000000000002 0.024640000000000006 -0.10519499999999998 0.077555000000000013 0.0052350000000000009 0.11069000000000002
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 -2 5 -5 -6
right_child=2 -3 -4 4 6 -7 -8
leaf_value=-0.016595704932303987 0.027847235901733103 0.0069450427140502194 -0.013587610302328523 -0.0040404385596514445 -0.016948229440299917 0.024741089236099838 -0.00096386455832193788
leaf_weight=0.0016799347869539973 0.0010063952756371878 0.0014483755758814393 0.0010610801690560103 0.0010187562284958594 0.0010392775218321581 0.0010737329875774877 0.0010171386314367032
leaf_count=1553 216 83 411 286 171 268 133
internal_value=0 -0.00569658 0.00280912 0.00618395 0.000929113 0.0107284 -0.00904209
internal_weight=0 0.00312831 0.00621638 0.0051553 0.00414891 0.00209249 0.00205642
internal_count=3121 1636 1485 1074 858 554 304
is_linear=0
shrinkage=0.1


Tree=6370
num_leaves=8
num_cat=0
split_feature=48 16 52 0 0 13 0
split_gain=2.58102e-05 6.5183e-05 5.27283e-05 5.73003e-05 5.64204e-05 4.97586e-05 3.30435e-05
threshold=0.11926500000000002 -0.48836499999999994 0.11434500000000002 -0.084269999999999984 -0.11991499999999998 -0.076599999999999988 -0.053834999999999994
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 -5 -7
right_child=-2 2 -4 5 -6 6 -8
leaf_value=0.00045412752061272808 -0.00030224482952702044 2.8509757707145393e-05 -0.00043502410361814987 0.00053611258314358024 -0.00052531093625215596 0.000321646713867736 -0.00012768774949415803
leaf_weight=0.0011874260141204679 0.0010268265508141016 0.0019325895129294508 0.0011088800651648982 0.0011097928176120077 0.00111540306031209 0.0010120119732875844 0.0016635486316156048
leaf_count=242 117 262 401 318 788 645 348
internal_value=0 2.56403e-05 -3.8422e-05 2.59366e-05 -0.000174159 0.000187055 4.22698e-05
internal_weight=0 0.00912965 0.00794223 0.00683335 0.00304799 0.00378535 0.00267556
internal_count=3121 3004 2762 2361 1050 1311 993
is_linear=0
shrinkage=0.00196078


Tree=6371
num_leaves=8
num_cat=0
split_feature=4 0 1 48 2 3 48
split_gain=6.24588e-05 7.95668e-05 4.48157e-05 4.13702e-05 7.64497e-05 3.63582e-05 9.06302e-05
threshold=-0.49013999999999996 -1.0000000180025095e-35 0.077565000000000009 0.11926500000000002 0.11293500000000002 -0.074084999999999998 0.083985000000000018
decision_type=2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 -4 -7
right_child=1 -3 3 -5 -6 6 -8
leaf_value=-0.00046730713431229211 -0.0002926998990286813 0.00053438993302522264 0.00024213061198804893 -0.0003087020673562329 0.00061303613098941123 -0.00040705975025229549 0.00032064866079045673
leaf_weight=0.0010117200410039275 0.0018218390485249527 0.0011261810387663109 0.0016624294558523368 0.0010105087927708145 0.0010001434088904044 0.0016955445945877291 0.001075264860595327
leaf_count=169 1551 173 502 89 235 267 135
internal_value=0 4.54503e-05 -2.11663e-05 5.56026e-05 0.000123357 1.28843e-05 -0.000124659
internal_weight=0 0.00939191 0.00826573 0.00644389 0.00543338 0.00443324 0.00277081
internal_count=3121 2952 2779 1228 1139 904 402
is_linear=0
shrinkage=0.00196078


Tree=6372
num_leaves=8
num_cat=0
split_feature=159 15 0 48 15 4 12
split_gain=3.68993e-05 3.79324e-05 6.11988e-05 0.00012186 4.59537e-05 4.49522e-05 6.19649e-05
threshold=-1.0000000180025095e-35 -0.15026499999999995 -0.14920999999999998 0.082620000000000013 -0.016799999999999995 -0.35136499999999998 0.088365000000000013
decision_type=2 2 2 2 2 2 2
left_child=-1 -2 -3 4 -4 -6 -7
right_child=1 2 3 -5 5 6 -8
leaf_value=-0.00035969415432641263 0.000373961391838582 -0.00035124572610376357 -0.00035672832352805792 0.00069647006547965439 -0.00024878925844111071 0.00052424503470440949 -6.1567500174698373e-05
leaf_weight=0.0010199446879058409 0.0011060965229412875 0.0016407852946791496 0.0013536221358583875 0.0010150702514608477 0.00125138932702493 0.0012461682155030089 0.0015673091233927524
leaf_count=509 321 170 483 376 149 547 566
internal_value=0 3.34275e-05 -1.32219e-05 7.29861e-05 -4.38139e-05 6.03882e-05 0.000197905
internal_weight=0 0.00918044 0.00807434 0.00643356 0.00541849 0.00406487 0.00281348
internal_count=3121 2612 2291 2121 1745 1262 1113
is_linear=0
shrinkage=0.00196078


Tree=6373
num_leaves=7
num_cat=0
split_feature=11 13 43 2 3 43
split_gain=1.64732e-05 2.72218e-05 3.98809e-05 4.3032e-05 4.01407e-05 3.77012e-05
threshold=0.076920000000000002 -0.094514999999999988 -0.074359999999999996 0.088225000000000012 0.088060000000000013 -0.092909999999999979
decision_type=2 2 2 2 2 2
left_child=1 -1 5 -4 -5 -3
right_child=-2 2 3 4 -6 -7
leaf_value=0.012164549728750182 -0.012163140139031345 -0.0016546180959552542 -0.023735580472724324 0.014841837272733952 -0.010134454084490508 0.023214322606180008
leaf_weight=0.0018352728540760041 0.0010021682933450448 0.0015490639120609626 0.0011967845422594147 0.0010107990587951438 0.0017706832074566581 0.0010051422221140521
leaf_count=322 226 385 738 536 171 743
internal_value=0 0.00140381 -0.00161938 -0.00788011 -0.00105799 0.00813191
internal_weight=0 0.00836775 0.00653247 0.00397827 0.00278148 0.00255421
internal_count=3121 2895 2573 1445 707 1128
is_linear=0
shrinkage=0.1


Tree=6374
num_leaves=8
num_cat=0
split_feature=4 0 1 13 47 49 1
split_gain=5.40104e-05 0.000126231 5.73993e-05 4.3872e-05 5.67161e-05 8.13394e-05 2.57086e-05
threshold=-0.49405499999999997 1.0000000180025095e-35 0.077565000000000009 -0.084154999999999994 0.096300000000000011 -0.054984999999999992 0.095285000000000022
decision_type=2 2 2 2 2 2 2
left_child=-1 2 -2 -4 5 -5 -7
right_child=1 -3 3 4 -6 6 -8
leaf_value=-0.0004284836244361238 -0.00034510314728283033 0.00063254037032273711 0.00031932810289887363 -0.00035860830394057145 -0.00037039592294932502 6.5267747671279771e-05 0.00046434200880717794
leaf_weight=0.0010600803862405713 0.0019138678874035808 0.001202592568220689 0.0016338623315052328 0.0011082950513090942 0.0014988556341504582 0.0011550424736134193 0.0013413743416376695
leaf_count=156 1551 186 360 142 165 305 256
internal_value=0 3.73025e-05 -4.54399e-05 3.96839e-05 -4.98417e-05 8.34462e-05 0.000279698
internal_weight=0 0.00985389 0.0086513 0.00673743 0.00510357 0.00360471 0.00249642
internal_count=3121 2965 2779 1228 868 703 561
is_linear=0
shrinkage=0.00196078


Tree=6375
num_leaves=8
num_cat=0
split_feature=48 48 1 2 3 0 12
split_gain=5.31792e-05 9.44522e-05 5.74543e-05 4.49965e-05 4.87172e-05 0.000126394 0.000101951
threshold=0.11951500000000001 0.092805000000000012 0.111945 0.10613000000000002 -0.059315 -0.10224499999999999 0.089735000000000023
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 4 6 -6 -1
right_child=-2 -3 -4 -5 5 -7 -8
leaf_value=-0.00064037639716407941 -0.00043405113811487459 0.0005855891516929327 0.00027613899200004373 -0.00040415892194083124 -0.00022940843515796916 0.00067736228243849819 0.00012982929733432533
leaf_weight=0.0011726946663970532 0.0010102224093749184 0.0010784294851081061 0.0018410534747186069 0.0015802849690927535 0.0013137688396493586 0.0010742768579202573 0.0015135658572156905
leaf_count=1019 114 245 374 361 156 167 685
internal_value=0 3.89637e-05 -3.04245e-05 -0.000115238 -2.52598e-05 0.000178508 -0.000206406
internal_weight=0 0.00957407 0.00849564 0.00665459 0.00507431 0.00238805 0.00268626
internal_count=3121 3007 2762 2388 2027 323 1704
is_linear=0
shrinkage=0.00196078


Tree=6376
num_leaves=9
num_cat=0
split_feature=48 48 1 15 2 3 13 12
split_gain=5.64711e-05 0.000102454 5.79271e-05 4.46058e-05 9.34628e-05 6.77288e-05 5.09571e-05 4.46798e-05
threshold=0.11951500000000001 0.092475000000000016 0.111945 -0.0063699999999999989 0.08622500000000001 0.092670000000000016 -0.016469999999999995 0.088930000000000023
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 6 -5 -8
right_child=-2 -3 -4 5 -6 -7 7 -9
leaf_value=8.1844229370466235e-05 -0.00044630590562551314 0.00058578969847556859 0.00027230848210008519 -0.00043223443592896088 -0.0007202091517715519 0.00043317547043897694 -0.00023650214302144121 0.00034313140111841609
leaf_weight=0.0010493430159622267 0.0010163330048169892 0.001161831032674269 0.001849874665104897 0.0013679496865092876 0.0011943861111079947 0.0010356934546067453 0.0010109697764639537 0.0010344434799087531
leaf_count=290 114 251 374 699 696 83 305 309
internal_value=0 3.94885e-05 -3.48104e-05 -0.000119697 -0.000345106 -6.02025e-06 -0.000139282 5.66406e-05
internal_weight=0 0.00970449 0.00854266 0.00669279 0.00224373 0.00444906 0.00341336 0.00204541
internal_count=3121 3007 2756 2382 986 1396 1313 614
is_linear=0
shrinkage=0.00196078


Tree=6377
num_leaves=8
num_cat=0
split_feature=159 1 2 12 3 2 13
split_gain=3.09071e-05 3.02347e-05 3.806e-05 3.74473e-05 3.26735e-05 6.53249e-05 4.2794e-05
threshold=-1.0000000180025095e-35 0.12811000000000003 0.088225000000000012 0.081420000000000006 -0.10831999999999999 0.10613000000000002 -0.014169999999999999
decision_type=2 2 2 2 2 2 2
left_child=-1 2 3 -2 -4 6 -6
right_child=1 -3 4 -5 5 -7 -8
leaf_value=-0.00033015186542494958 7.7602317219948788e-05 0.00033428784787238206 0.0003488500752020991 -0.00039022060711566876 -7.953710902015588e-05 -0.00027609692154203266 0.00045755763215704214
leaf_weight=0.001022098005155324 0.001104469932198772 0.0011002208984596329 0.0013365661774526758 0.0016267405221421483 0.001032113518441607 0.0018668183496773345 0.0012748175536383595
leaf_count=509 191 237 211 958 381 374 260
internal_value=0 2.89841e-05 -1.17731e-05 -0.000201038 8.2037e-05 -3.405e-06 0.000217263
internal_weight=0 0.00934175 0.00824153 0.00273121 0.00551032 0.00417375 0.00230693
internal_count=3121 2612 2375 1149 1226 1015 641
is_linear=0
shrinkage=0.00196078


Tree=6378
num_leaves=8
num_cat=0
split_feature=1 0 15 47 48 47 160
split_gain=1.79367e-05 3.70635e-05 3.59705e-05 4.65374e-05 5.58046e-05 2.79303e-05 2.67975e-05
threshold=0.077565000000000009 0.024095000000000002 0.035560000000000008 0.087235000000000021 0.086035000000000014 0.11069000000000002 -0.013324999999999998
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 4 6 -5 -2
right_child=2 -3 -4 5 -6 -7 -8
leaf_value=-0.016250628460880816 0.012562482223667449 0.0054597091123611777 -0.014278482877646659 -0.0164677318777911 -0.0045655650110861517 0.005988532453289605 0.035618451139062805
leaf_weight=0.0016989466015817833 0.001012376879932849 0.0014639034231895762 0.0010075333085660084 0.0010536326502346462 0.0010301415426731742 0.0011676646022504376 0.0010041050256560501
leaf_count=1553 245 83 400 150 169 147 374
internal_value=0 -0.00620215 0.00303326 0.00634427 0.0143698 -0.0046632 0.0240432
internal_weight=0 0.00316285 0.00627545 0.00526792 0.00304662 0.0022213 0.00201648
internal_count=3121 1636 1485 1085 788 297 619
is_linear=0
shrinkage=0.1


Tree=6379
num_leaves=8
num_cat=0
split_feature=11 1 2 16 2 133 43
split_gain=1.51174e-05 2.55989e-05 4.88815e-05 4.25905e-05 3.61129e-05 4.29619e-05 5.62466e-06
threshold=0.076270000000000018 0.10557500000000002 0.11585500000000001 -0.094359999999999986 0.084245000000000014 1.0000000180025095e-35 -0.0071849999999999995
decision_type=2 2 2 2 2 2 2
left_child=1 3 6 -1 -5 -6 -3
right_child=-2 2 -4 4 5 -7 -8
leaf_value=-0.01651609608660386 -0.011589499815531132 -0.0055735471470843021 0.026730794796302183 0.0181342944559288 0.0070023729372166625 -0.018816946114144705 0.0050167363508377702
leaf_weight=0.0015922169886725024 0.0010137262400919918 0.0010057190586861974 0.0010045640439573212 0.0011108268660103499 0.0016149186197057519 0.0010724237790395923 0.0010003410930056649
leaf_count=404 232 201 259 565 663 677 120
internal_value=0 0.00133808 0.00872438 -0.0027873 0.0029679 -0.00330121 -0.000292601
internal_weight=0 0.00840101 0.00301062 0.00539039 0.00379817 0.00268734 0.00200606
internal_count=3121 2889 580 2309 1905 1340 321
is_linear=0
shrinkage=0.1


Tree=6380
num_leaves=9
num_cat=0
split_feature=4 0 0 42 1 13 4 2
split_gain=5.53131e-05 6.81305e-05 3.50539e-05 6.28805e-05 8.68212e-05 4.7695e-05 4.18228e-05 7.10479e-05
threshold=-0.49013999999999996 1.0000000180025095e-35 -0.053834999999999994 0.091295000000000015 1.0000000180025095e-35 -0.0025349999999999995 0.0061450000000000003 0.10882500000000002
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 -6 -7 -8
right_child=1 -3 -4 -5 5 6 7 -9
leaf_value=-0.00043481058932162285 -0.00056153332711603599 0.00049540395562426098 -0.00034525459410630546 0.00041489709657604892 0.00033857585829127451 -0.00038669226758120942 0.00045884286230163824 -0.00024823267639622292
leaf_weight=0.0010136222749001699 0.0010594968366501867 0.0011459222332975113 0.0010731888940871117 0.0013581822467400272 0.0015744596432330912 0.0011079684542570131 0.0010212913573173082 0.0011748939277732347
leaf_count=169 1183 173 186 567 490 178 92 83
internal_value=0 4.70112e-05 -1.43813e-05 3.42858e-05 -5.27687e-05 5.77206e-05 -7.61095e-05 8.05784e-05
internal_weight=0 0.0095154 0.00836948 0.00729629 0.00593811 0.00487861 0.00330415 0.00219619
internal_count=3121 2952 2779 2593 2026 843 353 175
is_linear=0
shrinkage=0.00196078


Tree=6381
num_leaves=8
num_cat=0
split_feature=50 15 47 151 13 43 16
split_gain=1.58223e-05 2.85267e-05 3.83093e-05 5.3271e-05 3.54718e-05 4.22771e-05 4.00147e-05
threshold=0.079410000000000008 -0.15026499999999995 0.096175000000000024 -0.024429999999999997 -0.010094999999999998 0.016310000000000002 -0.070454999999999976
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 -3 5 -5 -6
right_child=-2 2 -4 4 6 -7 -8
leaf_value=0.017153172061503508 -0.011290555027935446 0.021003906209076769 -0.01696188097698564 -0.0062138532513090336 -0.024458900065927335 0.021891102735930878 0.00029575423811316738
leaf_weight=0.0010152315580785592 0.0011047074004011817 0.0012387750308475633 0.0012133451237631146 0.0011074496709774177 0.001107454051000379 0.0010358549814020548 0.0015912235004223189
leaf_count=318 609 348 185 806 293 209 353
internal_value=0 0.00144788 -0.000738065 0.00249921 -0.00223504 0.00736922 -0.00986279
internal_weight=0 0.00830933 0.0072941 0.00608076 0.00484198 0.0021433 0.00269868
internal_count=3121 2512 2194 2009 1661 1015 646
is_linear=0
shrinkage=0.1


Tree=6382
num_leaves=7
num_cat=0
split_feature=11 1 3 4 52 16
split_gain=1.47597e-05 2.28236e-05 5.10861e-05 3.90322e-05 3.71924e-05 4.01426e-05
threshold=0.076270000000000018 0.10557500000000002 0.11296500000000002 -0.0016099999999999997 0.090245000000000006 -0.078844999999999985
decision_type=2 2 2 2 2 2
left_child=1 3 -3 4 5 -1
right_child=-2 2 -4 -5 -6 -7
leaf_value=0.025261934809837266 -0.0114400645505215 0.021030513817929392 -0.0050886471772319478 -0.014196176765588717 -0.0091591091616812226 -0.0022116671751026282
leaf_weight=0.0010976520953451013 0.0010135052687636663 0.0015399125888378431 0.0014576692217806164 0.001876815836447711 0.0013726643585054237 0.0010317187383636212
leaf_count=484 232 377 203 589 456 780
internal_value=0 0.00133692 0.00832924 -0.00255984 0.00367632 0.0119505
internal_weight=0 0.00837643 0.00299758 0.00537885 0.00350204 0.00212937
internal_count=3121 2889 580 2309 1720 1264
is_linear=0
shrinkage=0.1


Tree=6383
num_leaves=7
num_cat=0
split_feature=50 160 13 13 4 13
split_gain=1.43036e-05 2.65535e-05 2.60275e-05 6.1146e-05 9.92974e-05 2.83978e-05
threshold=0.079410000000000008 -0.081639999999999976 0.016935000000000002 -0.074044999999999986 0.0061450000000000003 -0.15714499999999998
decision_type=2 2 2 2 2 2
left_child=1 -1 3 5 -5 -3
right_child=-2 2 -4 4 -6 -7
leaf_value=0.015568369437450384 -0.01075188480945255 -0.002409363662028438 0.0098980129862653241 -0.038175458265075908 -6.4792468635864692e-05 0.019097453298391215
leaf_weight=0.0011386855499889879 0.0010996192277694878 0.0013581050435650572 0.0017058585587310807 0.0010776265039955002 0.0018700890462627733 0.0011204777742700094
leaf_count=441 609 153 380 625 295 618
internal_value=0 0.00138778 -0.00087622 -0.0042633 -0.0139973 0.00731309
internal_weight=0 0.00827084 0.00713216 0.0054263 0.00294772 0.00247858
internal_count=3121 2512 2071 1691 920 771
is_linear=0
shrinkage=0.1


Tree=6384
num_leaves=7
num_cat=0
split_feature=49 42 15 12 13 15
split_gain=1.51393e-05 4.8768e-05 4.41523e-05 9.00164e-05 9.27072e-05 6.58516e-05
threshold=-0.047584999999999995 0.091545000000000015 -0.037864999999999989 0.051320000000000005 -0.095304999999999987 -0.10653
decision_type=2 2 2 2 2 2
left_child=-1 2 5 -4 -5 -2
right_child=1 -3 3 4 -6 -7
leaf_value=0.0078965745228575662 0.0049594718270298014 -0.020391077167889127 0.031047955105159897 0.018717885214255686 -0.020858019999656096 -0.027141815657913307
leaf_weight=0.0019134861275606884 0.0015445690533221982 0.0012161883244669446 0.0012013773158188537 0.0011025249316464619 0.0012780319109876479 0.0010899872329713173
leaf_count=403 370 620 185 85 979 479
internal_value=0 -0.00207776 0.00150504 0.00873272 -0.00252894 -0.0083217
internal_weight=0 0.00743268 0.00621649 0.00358193 0.00238056 0.00263456
internal_count=3121 2718 2098 1249 1064 849
is_linear=0
shrinkage=0.1


Tree=6385
num_leaves=8
num_cat=0
split_feature=4 0 0 52 52 42 3
split_gain=4.91133e-05 6.37305e-05 3.88401e-05 5.78918e-05 6.46107e-05 2.84758e-05 7.35484e-05
threshold=-0.49013999999999996 -1.0000000180025095e-35 -0.053834999999999994 -0.081429999999999989 -0.0064899999999999992 0.08623500000000002 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2
left_child=-1 2 3 -2 -5 6 -6
right_child=1 -3 -4 4 5 -7 -8
leaf_value=-0.00041498087836949635 0.0004138394559142825 0.0004859448514506837 -0.00037509016910160459 -0.000466231050163103 -0.00043258273297952195 0.00026613564200205593 0.00018693631427471258
leaf_weight=0.0010149703614292993 0.0012540118232233265 0.0010844505378541916 0.0010342812046314218 0.0011531914381994746 0.0012171125333152808 0.0015801670118024639 0.0018667654770221341
leaf_count=169 525 173 186 381 793 702 192
internal_value=0 3.95369e-05 -2.01886e-05 3.17213e-05 -5.06513e-05 5.21014e-05 -5.75689e-05
internal_weight=0 0.00918998 0.00810553 0.00707125 0.00581724 0.00466405 0.00308388
internal_count=3121 2952 2779 2593 2068 1687 985
is_linear=0
shrinkage=0.00196078


Tree=6386
num_leaves=7
num_cat=0
split_feature=150 43 3 12 16 0
split_gain=1.30141e-05 3.21345e-05 6.13739e-05 4.49155e-05 6.51899e-05 0.00017291
threshold=0.081835000000000019 -0.074359999999999996 -0.08824499999999999 0.090020000000000017 -0.056919999999999991 -0.10224499999999999
decision_type=2 2 2 2 2 2
left_child=1 2 -1 4 5 -3
right_child=-2 3 -4 -5 -6 -7
leaf_value=-0.0086402476712784931 0.0080900778533487209 -0.015599793281662291 0.02210846964400049 -0.021036416214759879 -0.017712080697172141 0.039814623544143196
leaf_weight=0.0012525875644979791 0.0016267516754992313 0.0012181661238421558 0.0013473747080430384 0.0014809298119181215 0.0013552603620697245 0.001047100795907955
leaf_count=332 420 191 681 711 362 424
internal_value=0 -0.00175363 0.00729462 -0.00636507 -0.000363952 0.0100151
internal_weight=0 0.00770142 0.00259996 0.00510146 0.00362053 0.00226527
internal_count=3121 2701 1013 1688 977 615
is_linear=0
shrinkage=0.1


Tree=6387
num_leaves=8
num_cat=0
split_feature=4 0 1 2 0 52 16
split_gain=6.56128e-05 0.000105185 4.17646e-05 3.60233e-05 7.81992e-05 7.28212e-05 5.20792e-05
threshold=-0.49405499999999997 -1.0000000180025095e-35 0.077565000000000009 1.0000000180025095e-35 -0.14116499999999996 -0.0064899999999999992 -0.056919999999999991
decision_type=2 2 2 2 2 2 2
left_child=-1 2 -2 6 5 -5 -4
right_child=1 -3 3 4 -6 -7 -8
leaf_value=-0.00048145316653341148 -0.00029294807527038098 0.00058585398896364991 0.00010729439704570372 -0.00033408654434269683 0.00061921774904763482 0.00028132924953404819 -0.00045288997023218267
leaf_weight=0.0010263893076571428 0.0018976079737197983 0.0011899831984132541 0.001426046072363922 0.0013941213987799343 0.0010303300378527456 0.0015736653775539709 0.0011547233047172856
leaf_count=156 1551 186 349 143 250 186 300
internal_value=0 3.99587e-05 -3.66775e-05 3.72409e-05 0.000153812 -7.76306e-06 -0.000143351
internal_weight=0 0.00966648 0.00847649 0.00657889 0.00399812 0.00296779 0.00258077
internal_count=3121 2965 2779 1228 579 329 649
is_linear=0
shrinkage=0.00196078


Tree=6388
num_leaves=7
num_cat=0
split_feature=159 2 151 15 43 3
split_gain=3.43273e-05 3.26272e-05 4.92042e-05 9.0436e-05 8.1801e-05 3.97168e-05
threshold=-1.0000000180025095e-35 0.088225000000000012 -0.0083949999999999979 -0.074054999999999996 0.016310000000000002 -0.078934999999999991
decision_type=2 2 2 2 2 2
left_child=-1 5 -3 -4 -5 -2
right_child=1 2 3 4 -6 -7
leaf_value=-0.00035090538273801179 -0.00037604640522935105 -0.00022543611566224291 0.00065146810377329832 -0.00021689537687230055 0.0004106314454261272 6.3783649538108286e-05
leaf_weight=0.0010029253646718769 0.0013962849159275743 0.0012559368314446345 0.0012957630224716839 0.0019492153759448753 0.0013530072269958534 0.0018158917764239332
leaf_count=509 870 291 417 500 163 371
internal_value=0 3.13897e-05 0.000118523 0.000212476 4.02188e-05 -0.000127404
internal_weight=0 0.0090661 0.00585392 0.00459799 0.00330222 0.00321218
internal_count=3121 2612 1371 1080 663 1241
is_linear=0
shrinkage=0.00196078


Tree=6389
num_leaves=7
num_cat=0
split_feature=4 0 1 13 3 2
split_gain=4.69573e-05 7.54334e-05 4.73328e-05 4.45235e-05 4.74094e-05 4.25869e-05
threshold=-0.49405499999999997 1.0000000180025095e-35 0.077565000000000009 -0.084154999999999994 0.10893000000000001 1.0000000180025095e-35
decision_type=2 2 2 2 2 2
left_child=-1 2 -2 -4 5 -5
right_child=1 -3 3 4 -6 -7
leaf_value=-0.00041488022654752874 -0.00030954495579970791 0.00049750991471549479 0.00032854253038797456 -0.00014272807277273519 -0.0003659031184254314 0.00028503856055633365
leaf_weight=0.0010055031752114847 0.0018685615800483127 0.0011675846312738441 0.0016000271458320083 0.0018084949329690804 0.0013193995739429476 0.0017710591939581336
leaf_count=156 1551 186 360 494 91 283
internal_value=0 3.06323e-05 -3.45146e-05 4.45611e-05 -4.81889e-05 6.89184e-05
internal_weight=0 0.00953513 0.00836754 0.00649898 0.00489895 0.00357955
internal_count=3121 2965 2779 1228 868 777
is_linear=0
shrinkage=0.00196078


Tree=6390
num_leaves=7
num_cat=0
split_feature=159 2 151 15 43 43
split_gain=3.14834e-05 3.26823e-05 4.13416e-05 8.94573e-05 9.02951e-05 3.73509e-05
threshold=-1.0000000180025095e-35 0.088225000000000012 -0.0083949999999999979 -0.074054999999999996 0.016310000000000002 -0.074359999999999996
decision_type=2 2 2 2 2 2
left_child=-1 5 -3 -4 -5 -2
right_child=1 2 3 4 -6 -7
leaf_value=-0.00033231750957041386 9.3510358228616656e-05 -0.00019918905519502903 0.0006351177128481769 -0.00023778484463423281 0.00042289610143494483 -0.00032668733005454309
leaf_weight=0.0010123444456112242 0.0015625983853542373 0.0012327198219155644 0.0013254190225877563 0.001948862008970957 0.0013436530339959861 0.0016960889797879835
leaf_count=509 514 291 417 500 163 727
internal_value=0 3.21754e-05 0.000119827 0.000204986 3.18346e-05 -0.000125195
internal_weight=0 0.00910934 0.00585065 0.00461793 0.00329252 0.00325869
internal_count=3121 2612 1371 1080 663 1241
is_linear=0
shrinkage=0.00196078


Tree=6391
num_leaves=7
num_cat=0
split_feature=42 43 16 48 16 0
split_gain=1.28989e-05 2.63241e-05 4.45314e-05 2.92751e-05 4.56446e-05 2.91924e-05
threshold=-1.0000000180025095e-35 -0.074359999999999996 0.15891500000000003 0.086035000000000014 -0.088159999999999988 -0.077999999999999986
decision_type=2 2 2 2 2 2
left_child=-1 5 3 4 -3 -2
right_child=1 2 -4 -5 -6 -7
leaf_value=-0.0083997042063072222 -0.00037946190398683747 0.020742045873783359 -0.020277177998340949 -0.008594377638591711 -0.0038221744967782247 0.023157945411112359
leaf_weight=0.0015470515160016839 0.0010764585450241532 0.0014707313742199713 0.0010742672809293122 0.0016059804067426837 0.0015575787705396351 0.001032191378663963
leaf_count=862 623 350 224 212 570 280
internal_value=0 0.00159419 -0.00193269 0.00231972 0.0081077 0.0111422
internal_weight=0 0.00781721 0.00570856 0.00463429 0.00302831 0.00210865
internal_count=3121 2259 1356 1132 920 903
is_linear=0
shrinkage=0.1


Tree=6392
num_leaves=9
num_cat=0
split_feature=159 2 151 15 43 43 12 0
split_gain=4.50129e-05 4.92621e-05 4.16339e-05 9.83087e-05 7.40238e-05 7.1614e-05 4.13521e-05 8.67083e-06
threshold=-1.0000000180025095e-35 0.088225000000000012 -0.0083949999999999979 -0.074054999999999996 0.016310000000000002 -0.053764999999999993 0.091475000000000015 -0.098289999999999975
decision_type=2 2 2 2 2 2 2 2
left_child=-1 6 -3 -4 5 -5 7 -2
right_child=1 2 3 4 -6 -7 -8 -9
leaf_value=-0.00039890619959009866 -0.00020187414820255141 -0.0001734158186400254 0.00066276458388993948 0.00018195627252507262 0.00039185373783131688 -0.00054960932017027804 0.00011303092582330541 -0.00045640765767562412
leaf_weight=0.001031792135723692 0.0010093242341638522 0.0013097668352100595 0.0013816853610774285 0.0010050990587119845 0.0014002880409136153 0.0010538942914728952 0.0013192368744943577 0.0010496805050251735
leaf_count=509 133 291 417 223 163 277 288 820
internal_value=0 3.22423e-05 0.000136725 0.000220637 4.40444e-05 -0.000192495 -0.000157989 -0.000331635
internal_weight=0 0.00952898 0.00615073 0.00484097 0.00345928 0.00205899 0.00337824 0.002059
internal_count=3121 2612 1371 1080 663 500 1241 953
is_linear=0
shrinkage=0.00196078


Tree=6393
num_leaves=7
num_cat=0
split_feature=1 4 15 3 2 4
split_gain=1.33585e-05 3.87042e-05 3.20888e-05 5.61756e-05 3.45679e-05 1.81643e-05
threshold=0.077565000000000009 -0.082109999999999975 0.024640000000000006 -0.10519499999999998 0.098035000000000011 0.053180000000000012
decision_type=2 2 2 2 2 2
left_child=1 -1 3 -2 5 -5
right_child=2 -3 -4 4 -6 -7
leaf_value=0.0046528043471015306 0.027058685109955134 -0.017656962195637452 -0.013227818089388941 -0.015301296630769798 0.011643493845112728 0.0019370782644907701
leaf_weight=0.001730250929182832 0.0010077019944101893 0.0014123819412690385 0.0010596285091780322 0.0012519109360179723 0.0017114240399537343 0.0011944837355619853
leaf_count=424 216 1212 411 332 360 166
internal_value=0 -0.00537379 0.0026241 0.00587588 0.000741952 -0.00688444
internal_weight=0 0.00314263 0.00622515 0.00516552 0.00415782 0.00244639
internal_count=3121 1636 1485 1074 858 498
is_linear=0
shrinkage=0.1


Tree=6394
num_leaves=8
num_cat=0
split_feature=11 48 0 2 42 15 4
split_gain=1.49628e-05 2.60609e-05 9.54186e-05 4.68359e-05 4.39437e-05 4.08702e-05 5.32539e-05
threshold=0.076270000000000018 0.083985000000000018 -0.18901999999999997 0.11237500000000002 -0.088669999999999985 -0.0040799999999999994 -0.077834999999999988
decision_type=2 2 2 2 2 2 2
left_child=1 3 -3 4 -1 -6 -7
right_child=-2 2 -4 -5 5 6 -8
leaf_value=0.012223142684100456 -0.011536343744542729 -0.0087657038336990036 0.031774930270854027 0.017507916466120564 -0.025014811390330349 -0.01588121112644604 0.013015157201116968
leaf_weight=0.0010364342094536082 0.0010118422584944045 0.001233363891155137 0.0010968945124243549 0.0010092837774995055 0.0013521947812023339 0.0014998033447912291 0.0011096223144886745
leaf_count=297 232 75 464 343 730 620 360
internal_value=0 0.00134088 0.0103175 -0.00214117 -0.00610902 -0.0109051 -0.00359343
internal_weight=0 0.0083376 0.00233026 0.00600734 0.00499805 0.00396162 0.00260943
internal_count=3121 2889 539 2350 2007 1710 980
is_linear=0
shrinkage=0.1


Tree=6395
num_leaves=9
num_cat=0
split_feature=50 484 457 43 16 16 16 16
split_gain=3.34456e-05 2.75223e-05 3.24162e-05 5.1842e-05 6.24843e-05 9.90593e-05 3.22432e-05 1.85618e-05
threshold=0.088425000000000017 0.084040000000000017 0.045365000000000009 -0.15323999999999996 0.22339500000000004 -0.014754999999999999 -0.45661999999999997 -0.095564999999999983
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 6 -5 -8
right_child=-2 -3 -4 4 -6 -7 7 -9
leaf_value=0.00026997319974900359 -0.00033238937397246171 0.00033730274744409771 0.00030733720744599872 -0.00043022404926761082 -0.00055972312577495082 0.00049454266865459453 0.00014697360147153079 -0.00022667615741217583
leaf_weight=0.0015139851723761201 0.0010581725766569241 0.0010327263314764091 0.0011210083372421133 0.0013701959343552289 0.0010920208180845645 0.0010367085446794256 0.0010132967736493261 0.0010314695973757551
leaf_count=185 560 323 217 197 345 345 269 680
internal_value=0 3.56839e-05 -2.40169e-06 -5.15992e-05 -0.000139421 -3.63181e-05 -0.000197476 -4.15117e-05
internal_weight=0 0.00921141 0.00817869 0.00705768 0.00554369 0.00445167 0.00341496 0.00204477
internal_count=3121 2561 2238 2021 1836 1491 1146 949
is_linear=0
shrinkage=0.00196078


Tree=6396
num_leaves=9
num_cat=0
split_feature=4 0 0 52 52 16 0 1
split_gain=5.3262e-05 0.000101959 5.80674e-05 7.18876e-05 8.31274e-05 5.20925e-05 7.40208e-05 1.39297e-05
threshold=-0.49405499999999997 -1.0000000180025095e-35 -0.053834999999999994 -0.081429999999999989 -0.0064899999999999992 -0.29154999999999992 -0.10151999999999999 0.10708500000000001
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 -5 7 -7 -6
right_child=1 -3 -4 4 5 6 -8 -9
leaf_value=-0.00043711844442812387 0.00043031218729927279 0.00056565186526722768 -0.00046341697184531751 -0.00052483321709976833 -3.5802100178160316e-05 0.0005437475410188838 -7.9400095824134752e-05 -0.00036282187952711562
leaf_weight=0.0010153889370236981 0.0013520293179923202 0.0012177881651439281 0.0010901215374306316 0.0012308668359818226 0.0010011976665892182 0.0013702947638623438 0.0015755108572480313 0.0010019474730846416
leaf_count=156 525 186 186 381 148 148 1227 164
internal_value=0 3.45622e-05 -4.04502e-05 2.07678e-05 -6.88329e-05 4.45802e-05 0.000210468 -0.000199373
internal_weight=0 0.00983976 0.00862197 0.00753185 0.00617982 0.00494895 0.00294581 0.00200315
internal_count=3121 2965 2779 2593 2068 1687 1375 312
is_linear=0
shrinkage=0.00196078


Tree=6397
num_leaves=8
num_cat=0
split_feature=48 48 51 1 16 15 42
split_gain=7.49935e-05 0.000105139 5.16466e-05 7.60963e-05 4.80817e-05 3.65342e-05 2.43402e-05
threshold=0.11951500000000001 0.092475000000000016 0.084745000000000015 0.111945 -0.091354999999999978 -0.0063699999999999989 0.084050000000000014
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 4 -1 -6 -7
right_child=-2 -3 -4 -5 5 6 -8
leaf_value=-0.0003507015463754872 -0.00050250407342093651 0.00060014509258436016 -0.00041934840063373999 0.00041301601485824326 -0.00027781332929636792 0.00027869562342744159 -9.3151544696993202e-05
leaf_weight=0.0016712708634681649 0.0010396683016129513 0.001179542683948172 0.0011083689318227459 0.0015984114115620649 0.0010110422544688342 0.0019986262167973777 0.0010233133462452535
leaf_count=413 114 251 330 327 617 606 463
internal_value=0 5.19218e-05 -2.49596e-05 3.48991e-05 -7.10546e-05 4.48314e-05 0.000152778
internal_weight=0 0.00959058 0.00841103 0.00730266 0.00570425 0.00403298 0.00302194
internal_count=3121 3007 2756 2426 2099 1686 1069
is_linear=0
shrinkage=0.00196078


Tree=6398
num_leaves=8
num_cat=0
split_feature=50 15 47 3 13 12 15
split_gain=1.40271e-05 2.4813e-05 3.92518e-05 5.31828e-05 5.49963e-05 3.22431e-05 3.57174e-05
threshold=0.079410000000000008 -0.15026499999999995 0.096175000000000024 0.10542000000000001 -0.033284999999999988 0.088930000000000023 -0.085319999999999993
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 6 -6
right_child=-2 2 -4 -5 5 -7 -8
leaf_value=0.015951405463772061 -0.010642308432736378 -0.018467505007122239 -0.017241801803980845 0.0201530558099875 0.011788442031980664 0.019173969598155965 -0.013826583076678453
leaf_weight=0.0010211747246123316 0.0011042752676352708 0.0014703319980859499 0.0011974071611807564 0.0013401070479760243 0.0010054572540806295 0.0010583272719236086 0.0011870415073769399
leaf_count=318 609 968 185 135 128 395 383
internal_value=0 0.0013563 -0.000696985 0.00257145 -0.00241911 0.0048395 -0.0020798
internal_weight=0 0.00827985 0.00725867 0.00606127 0.00472116 0.00325083 0.0021925
internal_count=3121 2512 2194 2009 1874 906 511
is_linear=0
shrinkage=0.1


Tree=6399
num_leaves=8
num_cat=0
split_feature=4 0 1 15 3 2 48
split_gain=5.70518e-05 8.47222e-05 4.42118e-05 4.6038e-05 5.43413e-05 5.55094e-05 5.85934e-05
threshold=-0.49405499999999997 -1.0000000180025095e-35 0.077565000000000009 0.035560000000000008 0.10893000000000001 1.0000000180025095e-35 0.086035000000000014
decision_type=2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 -4 -7
right_child=1 -3 3 -5 -6 6 -8
leaf_value=-0.00044669092936210504 -0.00029095402380373698 0.00052539239523117999 -6.6715288104419061e-06 -0.00033900488671907551 -0.00018026352981392595 0.00078027594271000574 0.00012561421885678097
leaf_weight=0.0010286510880734403 0.0019296254856048974 0.0012059007220051555 0.0018532239409851702 0.0010114221727297859 0.001678855623680333 0.0010702830285044555 0.0010328756384852327
leaf_count=156 1551 186 341 367 196 195 129
internal_value=0 3.87563e-05 -2.9669e-05 4.6186e-05 0.000115321 0.000240749 0.000458767
internal_weight=0 0.00978219 0.00857629 0.00664666 0.00563524 0.00395638 0.00210316
internal_count=3121 2965 2779 1228 861 665 324
is_linear=0
shrinkage=0.00196078


Tree=6400
num_leaves=9
num_cat=0
split_feature=4 0 0 52 52 1 16 0
split_gain=4.58065e-05 7.46434e-05 4.26217e-05 6.32179e-05 8.67237e-05 3.04189e-05 6.55823e-05 8.5723e-05
threshold=-0.49013999999999996 1.0000000180025095e-35 -0.053834999999999994 -0.081429999999999989 -0.0064899999999999992 0.077565000000000009 -0.44310499999999992 -0.10324499999999999
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 -5 -6 -7 -8
right_child=1 -3 -4 4 5 6 7 -9
leaf_value=-0.00040035120017483625 0.00042786626558815515 0.00051855132223114987 -0.00039300166303212917 -0.00053295684835773704 -0.00019699254021936664 -0.00019677144177147532 0.00077731781275306106 4.5939620222868686e-07
leaf_weight=0.0010008535235218321 0.0012673883099131346 0.0011089642338940981 0.0010467649009222512 0.0011692283360054167 0.0012626015929219428 0.001266078908487199 0.0010256143730843145 0.001168039102232156
leaf_count=169 525 173 186 381 977 196 114 400
internal_value=0 4.1087e-05 -2.344e-05 3.05964e-05 -5.4864e-05 6.35096e-05 0.000158578 0.00036367
internal_weight=0 0.00931468 0.00820572 0.00715895 0.00589156 0.00472233 0.00345973 0.00219365
internal_count=3121 2952 2779 2593 2068 1687 710 514
is_linear=0
shrinkage=0.00196078


Tree=6401
num_leaves=7
num_cat=0
split_feature=52 12 1 1 13 1
split_gain=1.29559e-05 4.42212e-05 5.3415e-05 0.000104077 3.51568e-05 2.46873e-05
threshold=0.11434500000000002 0.095110000000000014 0.11181500000000001 0.094385000000000011 -0.017449999999999997 0.081670000000000006
decision_type=2 2 2 2 2 2
left_child=1 2 3 4 -1 -6
right_child=-2 -3 -4 -5 5 -7
leaf_value=-0.018928463863855081 -0.0086806025473556998 0.015185850275589042 -0.019269144401501657 0.030896247539772156 0.011246193843856089 -0.0091358333795291524
leaf_weight=0.0012376954694195939 0.001469622191356954 0.0018279393632710953 0.0014545686580910815 0.0010207977794839933 0.0012868988711513831 0.0011041286638670384
leaf_count=911 501 558 294 254 423 180
internal_value=0 0.0015415 -0.00254445 0.00268774 -0.0052476 0.00183418
internal_weight=0 0.00793203 0.00610409 0.00464952 0.00362872 0.00239103
internal_count=3121 2620 2062 1768 1514 603
is_linear=0
shrinkage=0.1


Tree=6402
num_leaves=9
num_cat=0
split_feature=48 48 1 4 0 3 12 1
split_gain=5.68469e-05 8.51098e-05 7.033e-05 4.4088e-05 7.57968e-05 4.68088e-05 7.78957e-05 3.70643e-05
threshold=0.11951500000000001 0.092475000000000016 0.111945 -1.0000000180025095e-35 -0.10224499999999999 -0.078934999999999991 0.089735000000000023 0.085110000000000005
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 5 -5 6 -1 -7
right_child=-2 -3 -4 4 -6 7 -8 -9
leaf_value=-0.00057592712313219287 -0.00044637946289768958 0.00053464454460984184 0.00031523502002238124 -0.00065731035474501823 4.1371075070735727e-05 -4.2144332740765586e-05 0.00016256779534251314 0.00047730037123574354
leaf_weight=0.0010798237193035396 0.0010078561123757534 0.0011876313981512834 0.001829402064628039 0.0012803605108290071 0.0011184451526619933 0.001095518033207089 0.001117351789579744 0.0010197018569288281
leaf_count=861 114 251 374 204 340 271 435 271
internal_value=0 4.28247e-05 -2.55663e-05 -0.000118465 -0.00033155 6.48937e-08 -0.000200373 0.000208269
internal_weight=0 0.00972823 0.0085406 0.0067112 0.00239881 0.0043124 0.00219718 0.00211522
internal_count=3121 3007 2756 2382 544 1838 1296 542
is_linear=0
shrinkage=0.00196078


Tree=6403
num_leaves=9
num_cat=0
split_feature=4 0 0 52 160 151 1 0
split_gain=5.04565e-05 7.32003e-05 3.52607e-05 5.96451e-05 5.20187e-05 5.94048e-05 5.71803e-05 2.48087e-05
threshold=-0.49013999999999996 1.0000000180025095e-35 -0.053834999999999994 -0.081429999999999989 -1.0000000180025095e-35 -0.0033899999999999994 0.095285000000000022 -0.087634999999999977
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 -5 -6 7 -7
right_child=1 -3 -4 4 5 6 -8 -9
leaf_value=-0.00042413617287971047 0.00040582524948679034 0.00050705674200128233 -0.00036177315822977414 -0.0004359201859009381 -0.00039059278571251495 -0.00029702662087343414 0.00041085565853407553 0.00013709682457794411
leaf_weight=0.0010073189247619399 0.0012827783213695942 0.0011240318273207225 0.0010514130250268263 0.0011447272677231717 0.0010146490338001114 0.0010012190230867034 0.0016911850785767402 0.0010234282998181419
leaf_count=169 525 173 186 735 143 285 215 690
internal_value=0 3.77768e-05 -2.6477e-05 2.27735e-05 -6.0861e-05 2.98994e-05 0.000144719 -7.75838e-05
internal_weight=0 0.00933343 0.0082094 0.00715799 0.00587521 0.00473048 0.00371583 0.00202465
internal_count=3121 2952 2779 2593 2068 1333 1190 975
is_linear=0
shrinkage=0.00196078


Tree=6404
num_leaves=8
num_cat=0
split_feature=457 15 43 3 16 16 1
split_gain=1.36403e-05 3.39563e-05 3.38689e-05 6.36837e-05 2.56659e-05 8.11737e-05 1.92909e-05
threshold=0.045365000000000009 0.090615000000000015 -0.04890499999999999 -0.077774999999999983 -0.056919999999999991 -0.16075999999999999 0.082535000000000011
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 -1 5 -4 -6
right_child=-2 -3 4 -5 6 -7 -8
leaf_value=-0.0031948175393379085 0.0099053614974024869 -0.018166254753737215 -0.015363029078042448 0.028931482192112192 -0.0026798406811179235 0.020076588122828289 -0.022174247802316763
leaf_weight=0.0014737017336691719 0.0011992414989811474 0.0010654265112798782 0.0012837905689564663 0.0010614558442623647 0.0010032324085969112 0.0013015490547766361 0.0010275064341861064
leaf_count=774 289 534 213 325 183 532 271
internal_value=0 -0.00151138 0.000969951 0.0102563 -0.00413011 0.0024785 -0.0125436
internal_weight=0 0.00821666 0.00715124 0.00253516 0.00461608 0.00258534 0.00203074
internal_count=3121 2832 2298 1099 1199 745 454
is_linear=0
shrinkage=0.1


Tree=6405
num_leaves=8
num_cat=0
split_feature=42 43 42 2 52 4 2
split_gain=1.45166e-05 2.5822e-05 4.33565e-05 3.9836e-05 4.72494e-05 4.4908e-05 2.7863e-05
threshold=-1.0000000180025095e-35 -0.074359999999999996 0.082250000000000004 0.10613000000000002 -0.0064899999999999992 0.033845000000000007 0.090050000000000005
decision_type=2 2 2 2 2 2 2
left_child=-1 6 3 4 -3 -5 -2
right_child=1 2 -4 5 -6 -7 -8
leaf_value=-0.0088430636730259266 0.022620033869559061 -0.0050402831831973735 -0.01990538698891119 0.0074982315738167564 0.02306602730831676 -0.021138111989287525 -0.00036928500006975671
leaf_weight=0.0015649519248155256 0.0010580600096217082 0.0010372172563325038 0.0010723431850840955 0.0010537381179948277 0.0014128586500686694 0.0011401954552322912 0.0010507697996075557
leaf_count=862 551 174 726 151 170 135 352
internal_value=0 0.00170739 -0.00178167 0.00240326 0.0111675 -0.00738418 0.0111651
internal_weight=0 0.00782518 0.00571635 0.00464401 0.00245008 0.00219393 0.00210883
internal_count=3121 2259 1356 630 344 286 903
is_linear=0
shrinkage=0.1


Tree=6406
num_leaves=8
num_cat=0
split_feature=4 0 1 13 49 47 3
split_gain=4.86558e-05 9.1023e-05 3.62415e-05 3.78737e-05 4.29916e-05 6.21739e-05 1.89452e-05
threshold=-0.49013999999999996 -1.0000000180025095e-35 0.077565000000000009 -0.084154999999999994 -0.054984999999999992 0.09585500000000001 0.084940000000000015
decision_type=2 2 2 2 2 2 2
left_child=-1 2 -2 -4 -5 6 -6
right_child=1 -3 3 4 5 -7 -8
leaf_value=-0.00041095673262265089 -0.00027293619766513403 0.00056160128699088722 0.00030527285859212577 -0.00039316408814878205 8.1280491342941642e-05 -0.00028012275579709624 0.00043414997238497966
leaf_weight=0.0010104416493817428 0.0018350586498098046 0.0011380408874846456 0.0015597690038471222 0.0010685682286481427 0.001250112373037098 0.0013621493279200583 0.0010994152346446295
leaf_count=169 1551 173 360 146 479 163 80
internal_value=0 4.20542e-05 -3.02712e-05 3.99659e-05 -4.66024e-05 5.31705e-05 0.000246399
internal_weight=0 0.00931311 0.00817507 0.00634001 0.00478025 0.00371168 0.00234953
internal_count=3121 2952 2779 1228 868 722 559
is_linear=0
shrinkage=0.00196078


Tree=6407
num_leaves=7
num_cat=0
split_feature=159 2 151 15 43 43
split_gain=3.12076e-05 3.83271e-05 4.68922e-05 9.21836e-05 9.50867e-05 3.75207e-05
threshold=-1.0000000180025095e-35 0.088225000000000012 -0.0083949999999999979 -0.074054999999999996 0.016310000000000002 -0.074359999999999996
decision_type=2 2 2 2 2 2
left_child=-1 5 -3 -4 -5 -2
right_child=1 2 3 4 -6 -7
leaf_value=-0.00032740980451709202 7.9822458929116398e-05 -0.00021133790741237031 0.00065418438227389031 -0.00023224265427388463 0.00044132743391379973 -0.00034065701096385636
leaf_weight=0.0010356736360867093 0.0015698188172503969 0.0012500140931270276 0.0013236306640277465 0.0019745734365942055 0.0013612811456571393 0.0016989097223054019
leaf_count=509 514 291 417 500 163 727
internal_value=0 3.16483e-05 0.000125884 0.000216352 4.26249e-05 -0.00013872
internal_weight=0 0.00917823 0.0059095 0.00465949 0.00333585 0.00326873
internal_count=3121 2612 1371 1080 663 1241
is_linear=0
shrinkage=0.00196078


Tree=6408
num_leaves=8
num_cat=0
split_feature=12 3 12 43 0 0 3
split_gain=1.51731e-05 3.1447e-05 2.21385e-05 4.65377e-05 5.41671e-05 4.13358e-05 3.06014e-05
threshold=0.10711000000000002 0.13524500000000003 0.092355000000000007 -0.092909999999999979 -0.10224499999999999 -0.18113999999999997 -0.078934999999999991
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 -1 5 -5 -6
right_child=-2 -3 -4 4 6 -7 -8
leaf_value=-0.016382361568902191 -0.011680878579026839 0.017553127013031283 -0.013044886427139852 0.0061765070759927957 0.0041335933945387451 -0.019806629101834627 0.026918186355258805
leaf_weight=0.0011721936968537789 0.0010020050852626557 0.0010469323122096674 0.0012586579395469626 0.0015084646398837998 0.0010749193388093652 0.0010305664551739676 0.0013052265028325565
leaf_count=264 285 179 634 150 1016 217 376
internal_value=0 0.00133824 -0.00097139 0.00152335 0.00579012 -0.00436978 0.0166282
internal_weight=0 0.00839696 0.00735003 0.00609137 0.00491918 0.00253903 0.00238015
internal_count=3121 2836 2657 2023 1759 367 1392
is_linear=0
shrinkage=0.1


Tree=6409
num_leaves=8
num_cat=0
split_feature=4 0 0 52 52 0 42
split_gain=6.90563e-05 6.97812e-05 4.65757e-05 6.74219e-05 6.68288e-05 6.0858e-05 8.10867e-05
threshold=-0.49405499999999997 1.0000000180025095e-35 -0.053834999999999994 -0.081429999999999989 -0.0064899999999999992 -0.14001499999999997 0.08623500000000002
decision_type=2 2 2 2 2 2 2
left_child=-1 2 3 -2 -5 -6 -7
right_child=1 -3 -4 4 5 6 -8
leaf_value=-0.00048772056829133979 0.00043404241159161088 0.00048876452935420526 -0.00039143135231409074 -0.00045569876287116835 0.00033866179030898603 -0.00037984924543224275 0.00025415358536207567
leaf_weight=0.0010460968236951926 0.0013484998513959958 0.0011834885359720644 0.0011226365559852299 0.0012459458414033854 0.0018124752544638753 0.0018330354186713242 0.001344422953178555
leaf_count=156 525 186 186 381 234 805 648
internal_value=0 4.20374e-05 -1.86833e-05 3.64907e-05 -4.94793e-05 5.19504e-05 -0.000111595
internal_weight=0 0.0098905 0.00870702 0.00758438 0.00623588 0.00498993 0.00317746
internal_count=3121 2965 2779 2593 2068 1687 1453
is_linear=0
shrinkage=0.00196078


Tree=6410
num_leaves=7
num_cat=0
split_feature=1 4 15 3 2 4
split_gain=1.30748e-05 3.61384e-05 3.08533e-05 4.69471e-05 3.35861e-05 1.74465e-05
threshold=0.077565000000000009 -0.082109999999999975 0.035560000000000008 -0.10519499999999998 0.098035000000000011 0.053180000000000012
decision_type=2 2 2 2 2 2
left_child=1 -1 3 -2 5 -5
right_child=2 -3 -4 4 -6 -7
leaf_value=0.0043599073291474702 0.024670101643516667 -0.017147730136969696 -0.013421437064543674 -0.01474841081173997 0.011601851124598708 0.002113971556021148
leaf_weight=0.0017402571850091959 0.001042984469474025 0.0014176535805596267 0.0010079555911886758 0.001264191059833975 0.0017377122907070897 0.001192230719296495
leaf_count=424 222 1212 400 334 363 166
internal_value=0 -0.00529533 0.00260021 0.0056838 0.000962347 -0.00656421
internal_weight=0 0.00315791 0.00624507 0.00523712 0.00419413 0.00245642
internal_count=3121 1636 1485 1085 863 500
is_linear=0
shrinkage=0.1


Tree=6411
num_leaves=8
num_cat=0
split_feature=48 48 1 52 13 2 12
split_gain=7.44429e-05 9.71345e-05 8.19451e-05 4.75997e-05 8.84597e-05 4.42358e-05 9.56409e-05
threshold=0.11951500000000001 0.092475000000000016 0.111945 0.10160000000000001 -0.094514999999999988 0.092480000000000021 0.084100000000000022
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 4 -1 6 -6
right_child=-2 -3 -4 -5 5 -7 -8
leaf_value=0.00045219162952049493 -0.00051418002281295166 0.00055816995124822566 0.00032008606372614011 -0.00044199206657651811 0.00029430613487652931 -0.00046965675417049368 -0.00042156578511086108
leaf_weight=0.001075787508396292 0.0010522352600720571 0.0011969004185459512 0.0019253110478930522 0.0015344174615856514 0.0015361405048502095 0.0013546924095283507 0.0013464171102711862
leaf_count=147 114 251 374 454 296 518 967
internal_value=0 3.4189e-05 -3.72997e-05 -0.000137786 -4.99312e-05 -0.000177414 -4.00713e-05
internal_weight=0 0.00996967 0.00877277 0.00684745 0.00531304 0.00423725 0.00288256
internal_count=3121 3007 2756 2382 1928 1781 1263
is_linear=0
shrinkage=0.00196078


Tree=6412
num_leaves=8
num_cat=0
split_feature=12 3 43 52 43 13 2
split_gain=1.39737e-05 2.35934e-05 2.46134e-05 5.79944e-05 4.45498e-05 3.58912e-05 2.5801e-05
threshold=0.10711000000000002 0.13524500000000003 -0.063379999999999978 -0.069804999999999992 -0.09225499999999999 -0.014169999999999999 0.091265000000000013
decision_type=2 2 2 2 2 2 2
left_child=1 2 4 -4 -1 -5 -7
right_child=-2 -3 3 5 -6 6 -8
leaf_value=-0.0039985398468970947 -0.011214952478205855 0.015312651064925291 -0.024835339851077727 -0.014170604083883417 0.021437298923650587 0.01844084531032986 -0.0025326561862462492
leaf_weight=0.0016556314884426371 0.001003468481195517 0.0010474115303064037 0.0011380038722941452 0.0010440558766298181 0.0011788729192947743 0.0011915122653369697 0.0011551937877116644
leaf_count=390 285 179 300 628 882 285 172
internal_value=0 0.00126976 -0.000727814 -0.00530185 0.00658025 0.00125396 0.00811639
internal_weight=0 0.00841068 0.00736327 0.00452877 0.0028345 0.00339076 0.00234671
internal_count=3121 2836 2657 1385 1272 1085 457
is_linear=0
shrinkage=0.1


Tree=6413
num_leaves=7
num_cat=0
split_feature=52 160 52 43 16 0
split_gain=1.45458e-05 7.6339e-05 3.88382e-05 3.28959e-05 7.1707e-05 5.10037e-05
threshold=-0.046924999999999988 -1.0000000180025095e-35 -0.088204999999999992 -0.15323999999999996 -0.056919999999999991 -0.10224499999999999
decision_type=2 2 2 2 2 2
left_child=2 -2 -1 -3 5 -5
right_child=1 3 -4 4 -6 -7
leaf_value=-0.0033722489259266214 -0.02501844481473213 0.018884306436595888 0.020821493409212428 -0.0064586777509834702 -0.022301746067156351 0.018880096743688915
leaf_weight=0.0017150799588097963 0.0012361911520859439 0.001002264289777989 0.0010821891176781263 0.0015420967704968026 0.00117647013280699 0.0016383502103921395
leaf_count=680 743 128 273 239 171 887
internal_value=0 -0.00261783 0.00598767 0.00254928 -0.00120843 0.00659414
internal_weight=0 0.00659537 0.00279727 0.00535918 0.00435692 0.00318045
internal_count=3121 2168 953 1425 1297 1126
is_linear=0
shrinkage=0.1


Tree=6414
num_leaves=8
num_cat=0
split_feature=50 16 160 43 52 0 0
split_gain=1.24287e-05 2.51595e-05 6.81413e-05 4.51297e-05 4.49812e-05 4.24917e-05 3.64186e-06
threshold=0.079410000000000008 -0.014034999999999997 -0.054789999999999998 -0.074359999999999996 0.0046550000000000003 -0.11756999999999999 -0.22491999999999998
decision_type=2 2 2 2 2 2 2
left_child=1 4 -3 -4 5 6 -1
right_child=-2 2 3 -5 -6 -7 -8
leaf_value=-0.0028479601032036853 -0.010055795840848755 0.028481240243620733 0.012282597368395959 -0.013550973095467295 -0.020914651304278595 0.015993280940141571 -0.011358885440855965
leaf_weight=0.0010099492419729517 0.0010961186149106667 0.0010822651245754621 0.001295580883759338 0.0014145556425723405 0.0011434710841285748 0.0013224287002303711 0.0010011682769256332
leaf_count=80 609 372 355 375 808 370 152
internal_value=0 0.00127639 0.00726947 -0.00120123 -0.00380025 0.00207032 -0.00708484
internal_weight=0 0.00826942 0.0037924 0.00271014 0.00447702 0.00333355 0.00201112
internal_count=3121 2512 1102 730 1410 602 232
is_linear=0
shrinkage=0.1


Tree=6415
num_leaves=8
num_cat=0
split_feature=0 16 43 52 2 15 15
split_gain=4.14647e-05 5.68562e-05 5.25028e-05 5.61173e-05 5.67499e-05 6.79957e-05 3.98293e-05
threshold=0.15398500000000004 0.26799500000000004 0.054355000000000007 -0.081429999999999989 0.091185000000000002 -0.13843999999999998 -0.043924999999999992
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 -1 6 -6 -5
right_child=-2 -3 -4 4 5 -7 -8
leaf_value=0.00046120551155008762 0.00036852433938873512 -0.00046578503588429616 -0.00038156277666833029 -5.4477530112080704e-05 0.00018252162384358318 -0.00043803701225704754 0.00039380388243007505
leaf_weight=0.0011730757783706466 0.0010100909046985322 0.0011123414679439546 0.0011541609767982989 0.0014665652337569244 0.0010876652907507581 0.0018061166465292218 0.0015861588611082709
leaf_count=429 60 349 382 330 169 515 887
internal_value=0 -4.95788e-05 6.37696e-06 6.92662e-05 -8.05226e-06 -0.000204792 0.000178444
internal_weight=0 0.00938608 0.00827374 0.00711958 0.00594651 0.00289378 0.00305272
internal_count=3121 3061 2712 2330 1901 684 1217
is_linear=0
shrinkage=0.00196078


Tree=6416
num_leaves=8
num_cat=0
split_feature=48 48 1 12 2 0 2
split_gain=5.14906e-05 9.45379e-05 6.20688e-05 5.70406e-05 7.10148e-05 6.41108e-05 2.79303e-05
threshold=0.11951500000000001 0.092475000000000016 0.111945 0.089735000000000023 0.092365000000000017 -0.10096999999999999 0.10005000000000001
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 4 5 -1 -5
right_child=-2 -3 -4 6 -6 -7 -8
leaf_value=0.00019052186499142476 -0.00042589120857206269 0.00055978616754716001 0.00028631900016396318 -6.97245880971267e-05 -0.00060634471053410256 -0.0004491055280817303 0.0003458811689099394
leaf_weight=0.0015019840797384294 0.0010026577046385399 0.0011840044636756341 0.0018369348010333865 0.0014518584778762905 0.0014914653335483209 0.001005992987046588 0.0010872497858533578
leaf_count=169 114 251 374 651 312 950 300
internal_value=0 4.11726e-05 -3.21414e-05 -0.000121609 -0.000267532 -6.60437e-05 0.000108238
internal_weight=0 0.00955949 0.00837549 0.00653855 0.00399944 0.00250798 0.00253911
internal_count=3121 3007 2756 2382 1431 1119 951
is_linear=0
shrinkage=0.00196078


Tree=6417
num_leaves=9
num_cat=0
split_feature=48 48 1 15 2 42 133 1
split_gain=5.55004e-05 9.28638e-05 5.33485e-05 5.26752e-05 6.81123e-05 6.23502e-05 3.74274e-05 6.66512e-05
threshold=0.11951500000000001 0.092475000000000016 0.111945 -0.0063699999999999989 0.08622500000000001 0.086325000000000013 0.076280000000000014 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 6 7 -5
right_child=-2 -3 -4 5 -6 -7 -8 -9
leaf_value=1.0204306155390669e-05 -0.00044986716499838974 0.00054673267713876311 0.00025836582081451313 -0.00031405678111925121 -0.0006720966946980575 -0.00037709444332214843 0.00045997804511673261 0.00037016791754752577
leaf_weight=0.0010285656128451671 0.0010127182740784927 0.0011851870574957181 0.0018206608851854926 0.0011781192749190578 0.0012414547872064195 0.0011974919885142229 0.0010085775557130967 0.0010223343689595135
leaf_count=290 114 251 374 391 696 545 158 302
internal_value=0 3.25633e-05 -3.91529e-05 -0.000120285 -0.00036294 4.71914e-06 0.000147198 3.83514e-06
internal_weight=0 0.00968239 0.0084972 0.00667654 0.00227002 0.00440652 0.00320903 0.00220045
internal_count=3121 3007 2756 2382 986 1396 851 693
is_linear=0
shrinkage=0.00196078


Tree=6418
num_leaves=8
num_cat=0
split_feature=13 48 0 2 12 3 3
split_gain=1.4115e-05 3.78087e-05 4.70647e-05 2.52089e-05 4.0637e-05 0.000118784 1.22621e-05
threshold=-0.23438999999999996 0.11077000000000002 -0.17169499999999996 0.10699500000000002 0.089735000000000023 -0.059315 -0.10023499999999998
decision_type=2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 -4 -6
right_child=1 -3 3 -5 6 -7 -8
leaf_value=0.010065367491541872 0.018955865550689236 -0.019036144724105229 -0.031346919042269349 -0.016473239706836822 0.018816008693145429 0.010674805483555155 0.0035179220560391071
leaf_weight=0.0012000471639633378 0.0012217021292716748 0.0010741520611772899 0.0011879041710782092 0.0010728116593169542 0.0010183719538772369 0.0015509546541338213 0.001079196478204229
leaf_count=169 140 142 1087 426 165 301 691
internal_value=0 -0.00154596 0.00108863 -0.00260532 0.000470849 -0.00755095 0.0109452
internal_weight=0 0.00820509 0.00713094 0.00590924 0.00483643 0.00273886 0.00209757
internal_count=3121 2952 2810 2670 2244 1388 856
is_linear=0
shrinkage=0.1


Tree=6419
num_leaves=9
num_cat=0
split_feature=4 0 15 16 15 42 49 16
split_gain=5.27653e-05 8.00229e-05 3.57959e-05 0.000107077 7.94963e-05 0.000129797 5.38553e-05 7.18005e-05
threshold=-0.49013999999999996 1.0000000180025095e-35 -0.016799999999999995 -0.056919999999999991 0.035560000000000008 0.081660000000000024 -0.043469999999999995 -0.44310499999999992
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 3 6 -4 -6 -2 -8
right_child=1 -3 4 -5 5 -7 7 -9
leaf_value=-0.00042668694078516935 0.00044885345726999859 0.0005299440661653581 0.00052113965222559796 -0.00053579161945133504 -0.00058428440143977608 0.00038295093511878331 -0.00047680010382028553 0.0002237504715987525
leaf_weight=0.0010286911069250894 0.0010167061022517479 0.001132564287247965 0.00125609762685312 0.001671056956665602 0.001066690204344737 0.001066949812873829 0.0010298937747136867 0.0012393673641733318
leaf_count=169 157 173 287 676 551 577 168 363
internal_value=0 4.08685e-05 -2.54937e-05 -0.000131678 0.000129786 -0.000100608 7.38314e-05 -9.41912e-05
internal_weight=0 0.00947933 0.00834676 0.00495702 0.00338974 0.00213364 0.00328597 0.00226926
internal_count=3121 2952 2779 1364 1415 1128 688 531
is_linear=0
shrinkage=0.00196078


Tree=6420
num_leaves=7
num_cat=0
split_feature=42 160 52 49 42 15
split_gain=1.40011e-05 2.8873e-05 4.55484e-05 4.18817e-05 8.30568e-05 4.75729e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 0.11008000000000001 -0.047584999999999995 0.091545000000000015 -0.055554999999999993
decision_type=2 2 2 2 2 2
left_child=-1 -2 3 -3 5 -5
right_child=1 2 -4 4 -6 -7
leaf_value=-0.0086948904075522422 -0.0096930319529951146 0.016789980561787814 0.024394923124537643 -0.0085225265283638604 -0.028716675488772898 0.017533342866535965
leaf_weight=0.0015658812831325234 0.0017410276915845891 0.0012714642530276678 0.0010022667346506683 0.0013808631584829182 0.0010123997229205739 0.0014226682716088125
leaf_count=862 828 240 128 249 375 439
internal_value=0 0.00166335 0.00491013 0.00107143 -0.00416597 0.00469968
internal_weight=0 0.00783069 0.00608966 0.0050874 0.00381593 0.00280353
internal_count=3121 2259 1431 1303 1063 688
is_linear=0
shrinkage=0.1


Tree=6421
num_leaves=8
num_cat=0
split_feature=4 0 1 2 0 48 16
split_gain=5.96601e-05 7.82464e-05 4.55644e-05 3.22996e-05 8.70156e-05 5.18644e-05 4.01959e-05
threshold=-0.49013999999999996 1.0000000180025095e-35 0.077565000000000009 1.0000000180025095e-35 -0.14920999999999998 0.086035000000000014 -0.056919999999999991
decision_type=2 2 2 2 2 2 2
left_child=-1 2 -2 6 5 -5 -4
right_child=1 -3 3 4 -6 -7 -8
leaf_value=-0.00046657936031694371 -0.00030163593254665439 0.00052366597004585244 9.7451397337434614e-05 0.00025542047494685714 0.00058892496337774748 -0.00029874008462437216 -0.00039913907709684937
leaf_weight=0.0010003253017305197 0.0018312019459584437 0.0011191984510265382 0.0014147479152087877 0.001213323046635767 0.0012445223566412934 0.0013968588452548183 0.0011250190726626607
leaf_count=169 1551 173 349 168 320 91 300
internal_value=0 3.72504e-05 -2.89321e-05 4.91628e-05 0.00016228 -4.11428e-05 -0.000122519
internal_weight=0 0.00934487 0.00822567 0.00639447 0.0038547 0.00261018 0.00253977
internal_count=3121 2952 2779 1228 579 259 649
is_linear=0
shrinkage=0.00196078


Tree=6422
num_leaves=7
num_cat=0
split_feature=16 52 0 13 1 12
split_gain=1.39556e-05 3.43599e-05 4.59762e-05 5.94218e-05 4.85367e-05 2.79616e-05
threshold=-0.48836499999999994 0.11434500000000002 -0.084269999999999984 -0.076599999999999988 0.094385000000000011 0.089735000000000023
decision_type=2 2 2 2 2 2
left_child=-1 2 4 -4 -2 -5
right_child=1 -3 3 5 -6 -7
leaf_value=0.0088900394477034444 -0.019520875999215731 -0.017091800107570408 0.028615336810190892 -0.01025559082955866 0.0055794921496634953 0.010768739638948255
leaf_weight=0.0014679431385306698 0.0016546974715061268 0.0012293154570658486 0.0010642707908197447 0.0012419010905840417 0.0014415360052493194 0.0012893171635559304
leaf_count=274 853 428 331 407 226 602
internal_value=0 -0.0017254 0.00109751 0.00878945 -0.00783471 0.000453494
internal_weight=0 0.00792104 0.00669172 0.00359549 0.00309623 0.00253122
internal_count=3121 2847 2419 1340 1079 1009
is_linear=0
shrinkage=0.1


Tree=6423
num_leaves=7
num_cat=0
split_feature=1 0 12 16 0 3
split_gain=1.44511e-05 3.32834e-05 2.82397e-05 5.44068e-05 6.96352e-05 3.89115e-05
threshold=0.077565000000000009 0.024095000000000002 -0.010834999999999999 -0.056919999999999991 -0.23001499999999997 -0.078934999999999991
decision_type=2 2 2 2 2 2
left_child=1 -1 -2 4 -4 -6
right_child=2 -3 3 -5 5 -7
leaf_value=-0.015194042005986522 0.018117797230831501 0.0054756164059717935 -0.013121605801463532 -0.013461719034360751 0.0040874289951384106 0.030684028734898852
leaf_weight=0.0016784558667828835 0.0010005997095056543 0.0014538235642011428 0.0010837568558633714 0.0019475811305857205 0.0010637916077731852 0.0011391012340991259
leaf_count=1553 343 83 92 553 304 193
internal_value=0 -0.00560038 0.00272511 -0.000217421 0.0076308 0.0178404
internal_weight=0 0.00313228 0.00623483 0.00523423 0.00328665 0.00220289
internal_count=3121 1636 1485 1142 589 497
is_linear=0
shrinkage=0.1


Tree=6424
num_leaves=8
num_cat=0
split_feature=484 1 2 48 15 3 12
split_gain=1.28784e-05 2.68106e-05 4.41131e-05 6.24696e-05 4.7463e-05 4.44149e-05 4.58086e-05
threshold=0.084040000000000017 0.12337000000000002 0.11389000000000002 0.091545000000000015 0.088235000000000022 -0.10217499999999997 0.084100000000000022
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 4 5 -1 -7
right_child=-2 -3 -4 -5 -6 6 -8
leaf_value=0.006625313903027211 0.010628719085608548 0.011765836131324838 -0.021333311937653556 0.022043152887130338 0.012220599794142214 -0.0063263201297447322 -0.033404027160900455
leaf_weight=0.0010428297508746527 0.0010072680851676832 0.0013143930389141962 0.0011909871015390013 0.0010368544744147005 0.0011971889988722619 0.0014662181835390243 0.0010886712348540722
leaf_count=207 368 247 292 220 586 355 846
internal_value=0 -0.00134213 -0.00379545 -0.000213792 -0.00502665 -0.0107659 -0.0178645
internal_weight=0 0.00833714 0.00702275 0.00583176 0.00479491 0.00359772 0.00255489
internal_count=3121 2753 2506 2214 1994 1408 1201
is_linear=0
shrinkage=0.1


Tree=6425
num_leaves=7
num_cat=0
split_feature=13 43 2 0 4 13
split_gain=1.26933e-05 3.40215e-05 4.10534e-05 8.93222e-05 4.34939e-05 3.71399e-05
threshold=0.19762500000000002 -0.074359999999999996 0.098260000000000014 -0.10011499999999998 0.033845000000000007 -0.063184999999999977
decision_type=2 2 2 2 2 2
left_child=1 5 3 -3 -4 -1
right_child=-2 2 4 -5 -6 -7
leaf_value=-0.00059452858230030648 -0.010513390493932816 0.0033660334361288839 0.017930873186018114 -0.031064993922428258 -0.006179144633457069 0.025610255018793333
leaf_weight=0.0011232784703628764 0.0010308357643044721 0.0018613511497889102 0.0014886736765231932 0.001265874207246242 0.0015043180932756638 0.0010431043003035307
leaf_count=721 150 237 333 1019 290 371
internal_value=0 0.00125325 -0.00255893 -0.0105714 0.00581285 0.012023
internal_weight=0 0.0082866 0.00612022 0.00312723 0.00299299 0.00216638
internal_count=3121 2971 1879 1256 623 1092
is_linear=0
shrinkage=0.1


Tree=6426
num_leaves=7
num_cat=0
split_feature=4 151 12 0 16 16
split_gain=1.37457e-05 2.001e-05 3.32374e-05 3.44696e-05 2.97916e-05 4.08555e-05
threshold=0.27287000000000006 -0.024429999999999997 0.088305000000000008 -0.053834999999999994 -0.08595499999999999 0.023255000000000001
decision_type=2 2 2 2 2 2
left_child=1 -1 4 -4 -3 -6
right_child=-2 2 3 -5 5 -7
leaf_value=0.010212468457317901 0.0090288661711781844 -0.023145843856117329 0.013096820710820854 -0.0087872605581090224 0.009196157793116895 -0.01630774734401785
leaf_weight=0.0012003110641503924 0.0014153676991283852 0.0011923175104826562 0.0017450598467620079 0.001224990918565544 0.001218176178268038 0.0012967268215999133
leaf_count=451 352 376 1020 205 503 214
internal_value=0 -0.00167473 -0.00381158 0.00407078 -0.0101265 -0.00395409
internal_weight=0 0.00787758 0.00667727 0.00297005 0.00370722 0.0025149
internal_count=3121 2769 2318 1225 1093 717
is_linear=0
shrinkage=0.1


Tree=6427
num_leaves=8
num_cat=0
split_feature=4 0 4 13 2 43 4
split_gain=4.57592e-05 9.7521e-05 4.03843e-05 6.26978e-05 4.77825e-05 7.91786e-05 5.36062e-05
threshold=-0.49405499999999997 1.0000000180025095e-35 -0.064054999999999987 -0.091054999999999983 0.11215000000000001 -1.0000000180025095e-35 0.053180000000000012
decision_type=2 2 2 2 2 2 2
left_child=-1 2 -2 -4 5 -5 -7
right_child=1 -3 3 4 -6 6 -8
leaf_value=-0.00039880113263359362 -0.00029491303988945128 0.00056350169695340427 0.00040441923104257504 -0.00027172713329337735 -0.00039859437034128552 -3.381119472662675e-06 0.00060521957513273727
leaf_weight=0.0010288399507384369 0.0018352944344266937 0.0011830701459641995 0.0013871862367438462 0.0017491483168467917 0.0012517516836363487 0.0011724260938897561 0.0010590494584935559
leaf_count=156 1013 186 293 903 313 177 80
internal_value=0 3.62293e-05 -3.75508e-05 3.38037e-05 -6.44523e-05 4.06223e-05 0.000285458
internal_weight=0 0.00963793 0.00845486 0.00661956 0.00523238 0.00398062 0.00223148
internal_count=3121 2965 2779 1766 1473 1160 257
is_linear=0
shrinkage=0.00196078


Tree=6428
num_leaves=8
num_cat=0
split_feature=0 1 15 12 47 4 151
split_gain=4.08516e-05 6.8061e-05 0.000106971 3.69538e-05 6.69082e-05 8.09872e-05 6.11121e-05
threshold=0.15398500000000004 0.077565000000000009 0.035560000000000008 -0.015429999999999998 0.10699500000000002 0.053180000000000012 -0.0038099999999999996
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 -3 5 6 -5
right_child=-2 3 -4 4 -6 -7 -8
leaf_value=-0.00075380358987228713 0.00035904783694348303 0.00038217295326173107 6.4856939902301501e-05 0.00026106120046099089 -0.0004710234579780776 0.00039008860118227326 -0.00033617783321187369
leaf_weight=0.0011850123905693796 0.0010460708499368592 0.0010850305094516127 0.0012726904107516013 0.0010175889821113155 0.0010095748262322207 0.0019711922572671252 0.0018677064198452354
leaf_count=816 60 329 776 134 135 216 655
internal_value=0 -4.94087e-05 -0.000329871 4.97543e-05 -1.17323e-05 8.37459e-05 -0.000125543
internal_weight=0 0.0094088 0.0024577 0.00695109 0.00586606 0.00485649 0.0028853
internal_count=3121 3061 1592 1469 1140 1005 789
is_linear=0
shrinkage=0.00196078


Tree=6429
num_leaves=8
num_cat=0
split_feature=50 15 4 0 49 0 13
split_gain=1.2571e-05 2.6661e-05 3.7281e-05 3.53148e-05 6.49105e-05 4.81761e-05 3.6578e-05
threshold=0.079410000000000008 -0.15026499999999995 0.23246000000000003 -0.10011499999999998 -0.006494999999999999 -0.060129999999999996 0.11596500000000001
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 -5 -7
right_child=-2 2 -4 5 -6 6 -8
leaf_value=0.016347389997962612 -0.010175477291525433 -0.0046710096256452503 -0.018657495217800506 -0.021610905049224378 0.028961733945093333 -0.0054609118522052739 0.018248073883999582
leaf_weight=0.0010278383288230197 0.0010839830641117794 0.0011661620632243152 0.0010125801352360367 0.001088929091408581 0.0011297713069899728 0.0017888997162442558 0.0010227473132964349
leaf_count=318 609 143 169 1311 173 341 57
internal_value=0 0.00128017 -0.000868047 0.00203895 0.0118788 -0.00375293 0.00316332
internal_weight=0 0.00823693 0.00720909 0.00619651 0.00229593 0.00390058 0.00281165
internal_count=3121 2512 2194 2025 316 1709 398
is_linear=0
shrinkage=0.1


Tree=6430
num_leaves=8
num_cat=0
split_feature=4 0 1 2 3 16 52
split_gain=7.08751e-05 8.92238e-05 3.36418e-05 4.26869e-05 9.20481e-05 3.58748e-05 2.4214e-05
threshold=-0.49405499999999997 1.0000000180025095e-35 0.077565000000000009 1.0000000180025095e-35 0.013900000000000001 -0.056919999999999991 -0.0064899999999999992
decision_type=2 2 2 2 2 2 2
left_child=-1 2 -2 5 -5 -4 -6
right_child=1 -3 3 4 6 -7 -8
leaf_value=-0.00050029930262729307 -0.00026187930231024923 0.00054871747019385293 4.7410614224826622e-05 0.00066711824473882401 -0.00017993548388245311 -0.00041618309887325223 0.00017311923875440425
leaf_weight=0.0010269500032867975 0.0018558009480510807 0.0011716373572868621 0.0014401933555175733 0.0010354051794430703 0.0015621029185307611 0.0011575994609394362 0.0014310920232765457
leaf_count=156 1551 186 349 270 151 300 158
internal_value=0 4.15191e-05 -2.85397e-05 3.68099e-05 0.000163186 -0.000159171 -1.11347e-05
internal_weight=0 0.00965383 0.00848219 0.00662639 0.0040286 0.00259779 0.00299319
internal_count=3121 2965 2779 1228 579 649 309
is_linear=0
shrinkage=0.00196078


Tree=6431
num_leaves=9
num_cat=0
split_feature=4 0 0 160 151 1 15 47
split_gain=7.22284e-05 9.59697e-05 3.59811e-05 6.01833e-05 7.96999e-05 0.000120835 0.000112344 1.84423e-05
threshold=-0.49405499999999997 -1.0000000180025095e-35 -0.053834999999999994 -1.0000000180025095e-35 -0.0083949999999999979 0.095285000000000022 0.088235000000000022 0.093140000000000014
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 -5 6 -6 -7
right_child=1 -3 -4 4 5 7 -8 -9
leaf_value=-0.00051045605484200556 -0.00033578081703195223 0.00057711214327141086 -0.00036823368503900169 -0.00034489041689483038 -0.00051666921560875208 0.00073436369791567895 0.0003340802272719602 0.00037098243533322694
leaf_weight=0.0010045215276897621 0.0014647639525759079 0.00113578247366248 0.0010591363873486822 0.0011780084475435364 0.0011526987292547438 0.0011450660758743657 0.0012373866419138071 0.001011128141005396
leaf_count=156 839 186 186 291 746 196 428 93
internal_value=0 4.27504e-05 -3.08316e-05 1.88766e-05 0.000109628 0.000227401 -7.62222e-05 0.000563959
internal_weight=0 0.00938397 0.00824819 0.00718905 0.00572429 0.00454628 0.00239009 0.00215619
internal_count=3121 2965 2779 2593 1754 1463 1174 289
is_linear=0
shrinkage=0.00196078


Tree=6432
num_leaves=8
num_cat=0
split_feature=48 48 1 4 0 3 16
split_gain=5.99106e-05 7.55831e-05 5.70519e-05 5.23512e-05 4.79911e-05 4.49256e-05 2.88974e-05
threshold=0.11951500000000001 0.092475000000000016 0.111945 -0.0016099999999999997 -0.10224499999999999 -0.047929999999999993 -0.078844999999999985
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 5 -5 6 -1
right_child=-2 -3 -4 4 -6 -7 -8
leaf_value=7.9676765349181886e-05 -0.00045461075852007578 0.0005135406387962179 0.00028758949893599835 -0.00058302732526994874 -3.0021956239527207e-05 0.00027221293554045573 -0.00034660511278812795
leaf_weight=0.0011803798375023219 0.0010177740834360393 0.0011663412907889888 0.0018276862458162322 0.0013308444040667543 0.0011037032795652426 0.0017218739041802763 0.0012683796215330763
leaf_count=615 114 251 374 214 363 223 967
internal_value=0 4.56987e-05 -1.9008e-05 -0.000103845 -0.000332322 2.95251e-05 -0.000141124
internal_weight=0 0.00959921 0.00843287 0.00660518 0.00243455 0.00417063 0.00244876
internal_count=3121 3007 2756 2382 577 1805 1582
is_linear=0
shrinkage=0.00196078


Tree=6433
num_leaves=8
num_cat=0
split_feature=43 13 16 15 16 16 1
split_gain=2.43672e-05 4.38624e-05 6.96715e-05 5.36409e-05 8.23426e-05 6.17598e-05 4.05537e-05
threshold=-0.27207999999999993 0.086705000000000018 0.22339500000000004 -0.0063699999999999989 -0.056919999999999991 -0.0087049999999999992 0.10752500000000002
decision_type=2 2 2 2 2 2 2
left_child=-1 2 3 4 6 -5 -2
right_child=1 -3 -4 5 -6 -7 -8
leaf_value=-0.00029243793480480918 -0.00013780846093144151 0.00040880815943251941 -0.00047342473406102389 2.1536666429744626e-05 -0.00056896949463417878 0.00059814017992238628 0.00032178088680117901
leaf_weight=0.0010074437425688096 0.0016211216598048372 0.0010358897170564844 0.001121123946634512 0.0017808682305268811 0.0010421166368586336 0.0011923606422037615 0.0013552620675698719
leaf_count=144 427 206 332 943 533 265 271
internal_value=0 2.88592e-05 -1.96545e-05 5.31075e-05 -9.46222e-05 0.000252773 7.14603e-05
internal_weight=0 0.00914874 0.00811285 0.00699173 0.0040185 0.00297323 0.00297638
internal_count=3121 2977 2771 2439 1231 1208 698
is_linear=0
shrinkage=0.00196078


Tree=6434
num_leaves=8
num_cat=0
split_feature=12 52 3 49 2 3 4
split_gain=1.21661e-05 2.41854e-05 3.48792e-05 3.43901e-05 6.29772e-05 7.55964e-05 5.59025e-05
threshold=0.10711000000000002 0.070205000000000017 -0.077774999999999983 -0.076109999999999997 0.11215000000000001 0.090900000000000009 0.053180000000000012
decision_type=2 2 2 2 2 2 2
left_child=1 3 -3 -1 5 6 -5
right_child=-2 2 -4 4 -6 -7 -8
leaf_value=0.014444997537338983 -0.010463707124715864 -0.0019370778612481311 0.021831571845256942 -0.021261470850863148 -0.024993161888147084 0.023346287223480602 0.0086098276500161542
leaf_weight=0.0010155289342833034 0.0010045474257223226 0.0012849595192200333 0.0011883619824390921 0.0014539508633858774 0.0012643160716000264 0.0010627981457642138 0.0011008583597859854
leaf_count=225 285 650 310 1006 295 114 236
internal_value=0 0.00118296 0.0094831 -0.00229802 -0.00578088 0.000933616 -0.00839003
internal_weight=0 0.00837077 0.00247332 0.00589745 0.00488192 0.00361761 0.00255481
internal_count=3121 2836 960 1876 1651 1356 1242
is_linear=0
shrinkage=0.1


Tree=6435
num_leaves=8
num_cat=0
split_feature=4 457 16 2 0 15 15
split_gain=1.27798e-05 1.76524e-05 3.3776e-05 2.9215e-05 4.40617e-05 3.9556e-05 6.49282e-05
threshold=0.27287000000000006 0.069910000000000014 -0.27167499999999994 0.11093500000000002 0.047850000000000011 -0.037864999999999989 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 4 5 -4 -7
right_child=-2 -3 3 -5 -6 6 -8
leaf_value=-0.020367964116680001 0.0086700518881135183 0.0099528543120870946 -0.012461759391551586 0.014192299217316313 -0.02240576067541486 0.027418569486652722 -0.006207766869351399
leaf_weight=0.001015592346709295 0.001422071424493943 0.0011291847064811046 0.0013579525369716411 0.001085335348435316 0.0010195401306136945 0.0010501811377272099 0.0012669561707439006
leaf_count=149 352 229 664 307 143 257 1020
internal_value=0 -0.0016253 -0.00354919 -0.000593974 -0.00401236 0.00109032 0.00903248
internal_weight=0 0.00792474 0.00679556 0.00577997 0.00469463 0.00367509 0.00231714
internal_count=3121 2769 2540 2391 2084 1941 1277
is_linear=0
shrinkage=0.1


Tree=6436
num_leaves=7
num_cat=0
split_feature=51 43 12 15 4 16
split_gain=1.26829e-05 2.8125e-05 3.20556e-05 4.40187e-05 5.74334e-05 5.53869e-05
threshold=-0.076794999999999988 -0.15582499999999996 0.092355000000000007 -0.11345499999999999 -0.0029599999999999995 -0.094359999999999986
decision_type=2 2 2 2 2 2
left_child=-1 -2 3 -3 -5 -6
right_child=1 2 -4 4 5 -7
leaf_value=-0.0083523117707923703 0.015581362925531313 0.020619234887679069 -0.013986187028764594 0.010118349016683086 -0.030031559566461877 0.0028828131023049871
leaf_weight=0.0015376587671946497 0.0012123323702222209 0.0010860465118374216 0.0014735835995154292 0.0019687789980255095 0.0010372838323190288 0.0010081436183657531
leaf_count=537 213 345 633 1031 201 161
internal_value=0 0.00158605 -0.000994934 0.00275855 -0.00207368 -0.0138088
internal_weight=0 0.00778617 0.00657384 0.00510025 0.00401421 0.00204543
internal_count=3121 2584 2371 1738 1393 362
is_linear=0
shrinkage=0.1


Tree=6437
num_leaves=7
num_cat=0
split_feature=159 2 151 15 43 3
split_gain=2.87335e-05 4.99952e-05 5.18082e-05 0.000104329 0.000104831 3.77816e-05
threshold=-1.0000000180025095e-35 0.088225000000000012 -0.0083949999999999979 -0.074054999999999996 0.016310000000000002 -0.078934999999999991
decision_type=2 2 2 2 2 2
left_child=-1 5 -3 -4 -5 -2
right_child=1 2 3 4 -6 -7
leaf_value=-0.00031679439581221901 -0.00040524616526042828 -0.00021714002919456804 0.00070640418270398572 -0.00024175205995872136 0.00046937732022006486 2.3361129203890634e-05
leaf_weight=0.0010066969673578193 0.0014038714671682747 0.0012267336207592017 0.0013015011346210405 0.0019384224816638173 0.0013534816669997082 0.001810418308657709
leaf_count=509 870 291 417 500 163 371
internal_value=0 3.24391e-05 0.000140837 0.000236439 5.06321e-05 -0.000163837
internal_weight=0 0.00903443 0.00582014 0.00459341 0.0032919 0.00321429
internal_count=3121 2612 1371 1080 663 1241
is_linear=0
shrinkage=0.00196078


Tree=6438
num_leaves=7
num_cat=0
split_feature=159 2 151 15 43 43
split_gain=3.15969e-05 3.97581e-05 5.05447e-05 9.04667e-05 9.34142e-05 3.88956e-05
threshold=-1.0000000180025095e-35 0.088225000000000012 -0.0083949999999999979 -0.074054999999999996 0.016310000000000002 -0.074359999999999996
decision_type=2 2 2 2 2 2
left_child=-1 5 -3 -4 -5 -2
right_child=1 2 3 4 -6 -7
leaf_value=-0.00033604098607894242 7.72239779050115e-05 -0.00022407022469031493 0.00065948941568869058 -0.00022690556803530679 0.00044271376734792079 -0.00035322140553441624
leaf_weight=0.0010078437523168672 0.0015656143351175877 0.0012460120982631939 0.0012991515739755929 0.0019451484780175119 0.0013616817372964155 0.0016658689613906186
leaf_count=509 514 291 417 500 163 727
internal_value=0 2.98933e-05 0.000126291 0.000221071 4.88293e-05 -0.000144676
internal_weight=0 0.00908348 0.00585199 0.00460598 0.00330683 0.00323148
internal_count=3121 2612 1371 1080 663 1241
is_linear=0
shrinkage=0.00196078


Tree=6439
num_leaves=8
num_cat=0
split_feature=16 15 15 16 42 15 4
split_gain=1.36395e-05 3.67684e-05 5.95591e-05 3.11398e-05 4.68627e-05 4.48319e-05 9.36065e-05
threshold=-0.48836499999999994 -0.11713499999999999 -0.095244999999999982 -0.088394999999999987 0.086665000000000006 -0.016799999999999995 -0.084369999999999987
decision_type=2 2 2 2 2 2 2
left_child=-1 -2 -3 -4 5 -5 -7
right_child=1 2 3 4 -6 6 -8
leaf_value=0.0088539757008856933 -0.019188456329843194 0.022117543325252204 -0.018676279863970777 -0.01208666548063083 -0.01789423642198841 -0.0069969237934838146 0.031106854247885007
leaf_weight=0.0014511379167697772 0.0010426211170655704 0.0011147827005119062 0.0010536497011009067 0.0010028046945037439 0.0010809708192301643 0.0012393047542273484 0.0013437958046531686
leaf_count=274 345 149 409 359 738 422 425
internal_value=0 -0.00169614 0.000972045 -0.00314867 0.000357033 0.00585888 0.0128256
internal_weight=0 0.00787793 0.00683531 0.00572053 0.00466688 0.00358591 0.0025831
internal_count=3121 2847 2502 2353 1944 1206 847
is_linear=0
shrinkage=0.1


Tree=6440
num_leaves=8
num_cat=0
split_feature=159 15 0 48 15 4 15
split_gain=3.64179e-05 4.34935e-05 5.57041e-05 8.95459e-05 6.09785e-05 3.55586e-05 6.37499e-05
threshold=-1.0000000180025095e-35 -0.15026499999999995 -0.14920999999999998 0.082620000000000013 -0.016799999999999995 -0.35136499999999998 0.088655000000000025
decision_type=2 2 2 2 2 2 2
left_child=-1 -2 -3 4 -4 -6 -7
right_child=1 2 3 -5 5 6 -8
leaf_value=-0.00035782805019939057 0.00039189477769566969 -0.00034459449210161568 -0.00039774271856925252 0.00060104438478918837 -0.00019318670151972258 0.00044402324541823271 -0.00015056188999770193
leaf_weight=0.0010126309141543438 0.0011430233950190999 0.0015982982518779028 0.0013431087194937909 0.0010083437853634497 0.0012474976794764909 0.0017115769751612747 0.0011652907757085708
leaf_count=509 321 170 483 376 149 661 452
internal_value=0 3.39107e-05 -1.67678e-05 6.41431e-05 -3.48754e-05 8.32932e-05 0.000203183
internal_weight=0 0.00921714 0.00807412 0.00647582 0.00546747 0.00412437 0.00287687
internal_count=3121 2612 2291 2121 1745 1262 1113
is_linear=0
shrinkage=0.00196078


Tree=6441
num_leaves=8
num_cat=0
split_feature=42 157 0 3 16 151 2
split_gain=1.3333e-05 2.65749e-05 3.57808e-05 5.96076e-05 4.80256e-05 4.2933e-05 9.48792e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.062764999999999974 -0.074084999999999998 -0.071854999999999988 -0.0033899999999999994 0.099515000000000006
decision_type=2 2 2 2 2 2 2
left_child=-1 -2 4 -4 5 -3 -7
right_child=1 2 3 -5 -6 6 -8
leaf_value=-0.0084890544333131417 -0.013145610315844762 -0.011293103328216984 0.030735129912458109 -0.0028551138232475034 -0.016998153398637795 -0.0054758235141689621 0.03602869772717928
leaf_weight=0.001559302114303651 0.0010502728214577314 0.0010336901423739823 0.0011075955505643652 0.001010069979188742 0.0013318904473897239 0.0012125985140925954 0.0010091594369440325
leaf_count=862 504 142 146 217 634 467 149
internal_value=0 0.00164497 0.00396177 0.0147135 -0.00100157 0.00554306 0.0133762
internal_weight=0 0.00775528 0.006705 0.00211767 0.00458734 0.00325545 0.00222176
internal_count=3121 2259 1755 363 1392 758 616
is_linear=0
shrinkage=0.1


Tree=6442
num_leaves=8
num_cat=0
split_feature=48 48 51 1 15 15 4
split_gain=5.94786e-05 7.79781e-05 5.40081e-05 7.03849e-05 6.23041e-05 3.77384e-05 7.3743e-05
threshold=0.11951500000000001 0.092475000000000016 0.084745000000000015 0.111945 -0.0063699999999999989 0.088655000000000025 -0.084369999999999987
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 4 -1 6 -6
right_child=-2 -3 -4 -5 5 -7 -8
leaf_value=-0.00039720481187277264 -0.000455751857732088 0.00051556003027998824 -0.00043199874743819202 0.00039776074790198046 -7.4416597259652231e-05 -0.00024751973418330532 0.00054904374099986101
leaf_weight=0.0015784548606214222 0.0010220006321011903 0.0011727192203009338 0.0010869381681024868 0.0016159045767995921 0.0018348482677836215 0.0011199505054412173 0.0012106622831894447
leaf_count=845 114 251 330 327 414 574 266
internal_value=0 4.17672e-05 -2.40126e-05 3.6241e-05 -6.54634e-05 6.02463e-05 0.000173424
internal_weight=0 0.00961948 0.00844676 0.00735982 0.00574392 0.00416546 0.00304551
internal_count=3121 3007 2756 2426 2099 1254 680
is_linear=0
shrinkage=0.00196078


Tree=6443
num_leaves=7
num_cat=0
split_feature=52 12 1 1 1 12
split_gain=1.20125e-05 4.3882e-05 4.6104e-05 8.00707e-05 4.13632e-05 4.90982e-05
threshold=0.11434500000000002 0.095110000000000014 0.11181500000000001 0.094090000000000021 0.086560000000000012 0.084100000000000022
decision_type=2 2 2 2 2 2
left_child=1 2 3 4 5 -1
right_child=-2 -3 -4 -5 -6 -7
leaf_value=0.016418478844325353 -0.0084572730086490775 0.015074214879763854 -0.018219016078202695 0.027282767630655447 -0.020999671196523413 -0.011518146692493519
leaf_weight=0.0012496831839343919 0.0014364762597187811 0.0018256317417701153 0.0014420636629019542 0.0010015068799049121 0.0010854373002912826 0.0012668224393476114
leaf_count=342 501 558 294 259 284 883
internal_value=0 0.00148688 -0.00261623 0.00227145 -0.00468285 0.00235503
internal_weight=0 0.00787115 0.00604551 0.00460345 0.00360194 0.00251651
internal_count=3121 2620 2062 1768 1509 1225
is_linear=0
shrinkage=0.1


Tree=6444
num_leaves=7
num_cat=0
split_feature=13 3 1 15 15 47
split_gain=1.25203e-05 3.66139e-05 4.40245e-05 3.26887e-05 5.36752e-05 7.53206e-05
threshold=-0.010384999999999998 -0.078934999999999991 0.08844500000000001 0.024640000000000006 -0.037864999999999989 0.09055500000000001
decision_type=2 2 2 2 2 2
left_child=1 -1 -3 4 5 -2
right_child=3 2 -4 -5 -6 -7
leaf_value=-0.0078513554237359742 0.0057267430751792407 -0.0013764026757502248 0.025614140774337376 -0.019156653989102209 0.01493951476645026 -0.028551490619079963
leaf_weight=0.001536348491253399 0.0015885758806343867 0.0012294607302766099 0.0011885373534478733 0.0010352560614358191 0.001628861920111249 0.0010746904206513884
leaf_count=1080 379 363 477 443 262 117
internal_value=0 0.00422035 0.0118905 -0.00320688 0.000640186 -0.00810533
internal_weight=0 0.00395435 0.002418 0.00532738 0.00429213 0.00266327
internal_count=3121 1920 840 1201 758 496
is_linear=0
shrinkage=0.1


Tree=6445
num_leaves=9
num_cat=0
split_feature=4 0 157 16 15 151 1 2
split_gain=5.54245e-05 0.000100619 3.90904e-05 5.1506e-05 0.000133554 6.46658e-05 7.41042e-05 4.75338e-05
threshold=-0.49013999999999996 -1.0000000180025095e-35 -0.049319999999999996 -0.056919999999999991 -0.016799999999999995 -0.0083949999999999979 0.090405000000000013 0.090425000000000019
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 -2 5 -5 -4 -7 -8
right_child=1 -3 3 4 -6 6 7 -9
leaf_value=-0.00044653105439257233 0.00032544265403321393 0.00058652668065893739 -0.00040426225699447671 -0.00076853615037411247 0.00018010676828417055 -0.00019170657116671504 7.3939480217018099e-05 0.00063364743897536982
leaf_weight=0.0010053933953983454 0.0010025073836483957 0.0011302149044947396 0.0010586230022893283 0.0012352318168258791 0.0010603758924042129 0.0015374850641710265 0.0011310404404778283 0.0012047389809690891
leaf_count=169 414 173 173 479 385 942 208 178
internal_value=0 3.79394e-05 -3.73973e-05 -8.77259e-05 -0.000330344 2.52035e-05 0.000142583 0.000362623
internal_weight=0 0.00936022 0.00823 0.0072275 0.00229561 0.00493189 0.00387326 0.00233578
internal_count=3121 2952 2779 2365 864 1501 1328 386
is_linear=0
shrinkage=0.00196078


Tree=6446
num_leaves=8
num_cat=0
split_feature=13 403 160 42 2 4 2
split_gain=1.19448e-05 4.82777e-05 4.20863e-05 3.73028e-05 6.33661e-05 5.22195e-05 4.07145e-05
threshold=0.18141000000000002 0.03138500000000001 -0.079874999999999988 0.088060000000000013 0.098035000000000011 0.033845000000000007 0.084055000000000005
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 4 6 -6 -4
right_child=-2 -3 3 -5 5 -7 -8
leaf_value=-0.019072920763585209 -0.0094018108990342741 0.021623862466366779 -0.00099540797394416752 0.015939610154407022 0.023194577017086757 -0.0071194395765743594 -0.02815734114805666
leaf_weight=0.0011547092529959587 0.0011897480038001442 0.0010238176955693935 0.0010903023281948533 0.0014181162258603006 0.0012151398289837465 0.0010674497889972764 0.0011174661671303006
leaf_count=585 162 338 371 640 272 209 544
internal_value=0 0.00132982 -0.00161183 0.00180064 -0.00266463 0.00901827 -0.0147435
internal_weight=0 0.008087 0.00706318 0.00590847 0.00449036 0.00228259 0.00220777
internal_count=3121 2959 2621 2036 1396 481 915
is_linear=0
shrinkage=0.1


Tree=6447
num_leaves=6
num_cat=0
split_feature=150 15 43 43 15
split_gain=1.24356e-05 3.19413e-05 5.11648e-05 6.35282e-05 4.792e-05
threshold=0.081835000000000019 -0.037864999999999989 -0.084004999999999982 0.016310000000000002 -0.10653
decision_type=2 2 2 2 2
left_child=1 4 -3 -4 -1
right_child=-2 2 3 -5 -6
leaf_value=0.00016757582104980168 0.0079197505479338352 0.017552216831915393 -0.018857905804916551 0.0098120766239909053 -0.026298948164193321
leaf_weight=0.0017776250623393951 0.0016184246612803458 0.0016479772484418341 0.0015182607673944934 0.0015742703377635936 0.0011120808046345284
leaf_count=483 420 375 926 299 618
internal_value=0 -0.00173093 0.00332059 -0.00426329 -0.0100179
internal_weight=0 0.00763021 0.00474051 0.00309253 0.00288971
internal_count=3121 2701 1600 1225 1101
is_linear=0
shrinkage=0.1


Tree=6448
num_leaves=8
num_cat=0
split_feature=4 0 0 52 52 47 3
split_gain=6.07502e-05 7.42459e-05 3.01498e-05 6.35216e-05 6.84021e-05 4.11341e-05 5.07329e-05
threshold=-0.49013999999999996 -1.0000000180025095e-35 -0.053834999999999994 -0.081429999999999989 -0.0064899999999999992 0.087235000000000021 -0.078934999999999991
decision_type=2 2 2 2 2 2 2
left_child=-1 2 3 -2 -5 6 -6
right_child=1 -3 -4 4 5 -7 -8
leaf_value=-0.00046447244381010147 0.00041124625647195098 0.00051281673040813895 -0.00032680061063849168 -0.00049221032241553316 -7.7256671526231832e-05 -0.00020193588333577655 0.00042896374971012133
leaf_weight=0.0010116932775902946 0.0013234864934938166 0.0011294762115115721 0.0010907116358663703 0.0011542007790851959 0.0015163090684869626 0.0017276551624078856 0.0015283395854621541
leaf_count=169 525 173 186 381 915 200 572
internal_value=0 4.10256e-05 -2.28631e-05 2.28622e-05 -6.38703e-05 3.97254e-05 0.000176854
internal_weight=0 0.00947018 0.0083407 0.00724999 0.0059265 0.0047723 0.00304465
internal_count=3121 2952 2779 2593 2068 1687 1487
is_linear=0
shrinkage=0.00196078


Tree=6449
num_leaves=9
num_cat=0
split_feature=4 0 0 52 52 13 47 3
split_gain=6.59636e-05 6.98013e-05 3.7294e-05 6.61324e-05 8.08879e-05 3.12621e-05 6.17347e-05 2.27831e-05
threshold=-0.49013999999999996 1.0000000180025095e-35 -0.053834999999999994 -0.081429999999999989 -0.0064899999999999992 -0.086589999999999986 0.092710000000000015 -0.077774999999999983
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 -5 -6 7 -7
right_child=1 -3 -4 4 5 6 -8 -9
leaf_value=-0.00048294784882495136 0.00043786383522190296 0.00050641362943368903 -0.00036384647590402688 -0.00051679187130895918 -0.00017249611969244352 0.00014939437177223893 -0.00023230563500321508 0.00054912612436014082
leaf_weight=0.0010089899436892284 0.0012744244213138333 0.0011096346737867859 0.0010436729240918974 0.0011678663242376116 0.0015147363623272802 0.0010713656256483833 0.0010079029897040737 0.001122614092877481
leaf_count=169 525 173 186 381 434 736 127 390
internal_value=0 4.48618e-05 -1.75763e-05 3.29052e-05 -5.47981e-05 5.95946e-05 0.000169391 0.000353929
internal_weight=0 0.00931222 0.00820258 0.00715891 0.00588449 0.00471662 0.00320188 0.00219398
internal_count=3121 2952 2779 2593 2068 1687 1253 1126
is_linear=0
shrinkage=0.00196078


Tree=6450
num_leaves=7
num_cat=0
split_feature=1 4 15 47 51 47
split_gain=1.36324e-05 3.45983e-05 2.80454e-05 5.09541e-05 4.97174e-05 3.24366e-05
threshold=0.077565000000000009 -0.076229999999999978 0.035560000000000008 0.087235000000000021 0.086685000000000012 0.11069000000000002
decision_type=2 2 2 2 2 2
left_child=1 -1 3 4 -2 -5
right_child=2 -3 -4 5 -6 -7
leaf_value=0.0028304619551846656 0.023397329363575733 -0.018875102458422281 -0.012556113896228793 -0.019030921272009282 -0.0038396470434281537 0.0055185461763852025
leaf_weight=0.0019265796871416776 0.0019700008530782786 0.0011867104158354565 0.0010103115042657046 0.0010163503432213026 0.0010157190150693598 0.0011440367025729666
leaf_count=635 639 1001 400 150 149 147
internal_value=0 -0.00544317 0.00267664 0.00566721 0.0141315 -0.00603071
internal_weight=0 0.00311329 0.00615642 0.00514611 0.00298572 0.00216039
internal_count=3121 1636 1485 1085 788 297
is_linear=0
shrinkage=0.1


Tree=6451
num_leaves=8
num_cat=0
split_feature=52 3 133 1 13 49 2
split_gain=2.17313e-05 2.90374e-05 5.07007e-05 5.08157e-05 7.41989e-05 5.82438e-05 3.215e-05
threshold=0.15915500000000002 -0.14477499999999996 0.083950000000000011 1.0000000180025095e-35 -0.084869999999999987 -0.014169999999999999 0.073895000000000002
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 -3 -5 -6 -7
right_child=-2 2 -4 4 5 6 -8
leaf_value=-0.00026522591106630948 -0.00027901465026843188 -0.00032775392965439412 0.0003856245830503781 0.00056076527941400633 -0.00035624378668366261 -7.5243640806112232e-05 0.00038745714966112801
leaf_weight=0.00115751431698774 0.0010104214348248498 0.0014850012908697707 0.0015442226562870824 0.0010049879940775743 0.0013953601488354353 0.0011802388680252458 0.0011302495607532464
leaf_count=253 368 796 840 244 172 267 181
internal_value=0 2.44296e-05 6.77471e-05 -1.14792e-05 8.82204e-05 -3.99289e-05 0.000151101
internal_weight=0 0.00889757 0.00774006 0.00619584 0.00471084 0.00370585 0.00231049
internal_count=3121 2753 2500 1660 864 620 448
is_linear=0
shrinkage=0.00196078


Tree=6452
num_leaves=7
num_cat=0
split_feature=11 13 150 3 2 12
split_gain=1.35425e-05 2.48054e-05 3.79062e-05 6.42794e-05 5.99315e-05 7.75747e-05
threshold=0.076270000000000018 -0.094514999999999988 0.086615000000000011 0.10732000000000001 0.092120000000000021 0.084100000000000022
decision_type=2 2 2 2 2 2
left_child=1 -1 3 4 5 -3
right_child=-2 2 -4 -5 -6 -7
leaf_value=0.011616541735511982 -0.010991899933879702 0.016592966797049597 -0.019153985768380372 -0.020246693557449388 0.022912942357313906 -0.016898177421705834
leaf_weight=0.0018137354301679476 0.0010079997129847909 0.0012718921105941727 0.001035122442148699 0.0010675674730082352 0.0015494103328905374 0.0015158967115546905
leaf_count=317 232 331 264 90 756 1131
internal_value=0 0.00128647 -0.0016229 0.00173466 0.00714519 -0.00161828
internal_weight=0 0.00825362 0.00643989 0.00540477 0.0043372 0.00278779
internal_count=3121 2889 2572 2308 2218 1462
is_linear=0
shrinkage=0.1


Tree=6453
num_leaves=7
num_cat=0
split_feature=16 160 16 0 1 16
split_gain=1.44999e-05 6.03655e-05 7.23244e-05 3.15102e-05 6.68284e-05 2.25356e-05
threshold=-0.056919999999999991 -0.027994999999999996 0.38525000000000004 -0.23001499999999997 0.08844500000000001 -0.23935499999999996
decision_type=2 2 2 2 2 2
left_child=3 -2 -3 -1 -5 -6
right_child=1 2 -4 4 5 -7
leaf_value=-0.011598441909070389 0.01309193135811797 -0.024319928980730453 0.0075652703075264538 -0.0088220250749290966 0.0097020356572092015 0.029490644545101388
leaf_weight=0.0010497753913490445 0.0013834063335810306 0.001862377317967089 0.0011510739441705376 0.0014568515001018726 0.0012975721357388133 0.0010341538560976024
leaf_count=93 557 635 281 983 261 311
internal_value=0 -0.00420146 -0.0121405 0.00373243 0.00798046 0.0184786
internal_weight=0 0.00439686 0.00301345 0.00483835 0.00378858 0.00233173
internal_count=3121 1473 916 1648 1555 572
is_linear=0
shrinkage=0.1


Tree=6454
num_leaves=7
num_cat=0
split_feature=13 16 15 16 16 16
split_gain=1.41123e-05 4.15291e-05 6.75606e-05 8.73238e-05 5.47501e-05 4.64972e-05
threshold=0.18141000000000002 0.22339500000000004 -0.0063699999999999989 -0.056919999999999991 -0.0087049999999999992 -0.45661999999999997
decision_type=2 2 2 2 2 2
left_child=1 2 3 5 -4 -1
right_child=-2 -3 4 -5 -6 -7
leaf_value=-0.011273491360541702 -0.010236470973189747 -0.015675815742332466 0.0045179881058484096 -0.029518105452281364 0.03171637560174749 0.015403478854721851
leaf_weight=0.0010848273492431797 0.0011830929584536022 0.0012021407775156005 0.00184001174794374 0.0010188026930522866 0.0012381301902104518 0.0016427408766212963
leaf_count=231 162 410 971 550 294 503
internal_value=0 0.00146246 0.00448137 -0.00453746 0.0154581 0.00479333
internal_weight=0 0.00802665 0.00682451 0.00374637 0.00307814 0.00272757
internal_count=3121 2959 2549 1284 1265 734
is_linear=0
shrinkage=0.1


Tree=6455
num_leaves=7
num_cat=0
split_feature=4 151 15 0 43 0
split_gain=1.51885e-05 2.46632e-05 6.11716e-05 3.88755e-05 4.67147e-05 4.00708e-05
threshold=0.24564500000000003 -0.0071249999999999985 -0.070929999999999979 -0.053834999999999994 -0.0030899999999999994 0.13134000000000004
decision_type=2 2 2 2 2 2
left_child=1 -1 -3 4 -4 -5
right_child=-2 2 3 5 -6 -7
leaf_value=0.010318532155415353 0.0077785508653098598 -0.026132308316859022 0.023625734383888902 -0.020852985428343532 -0.0046089651976060171 0.00463174904534365
leaf_weight=0.0013002109047306615 0.0019570377333491306 0.0011032300467366286 0.0011466825556593519 0.001301472362167251 0.001198402739799302 0.0011730920054786851
leaf_count=463 426 583 878 261 443 67
internal_value=0 -0.00215309 -0.00489091 -2.86941e-05 0.00919703 -0.00877169
internal_weight=0 0.00722309 0.00592288 0.00481965 0.00234509 0.00247456
internal_count=3121 2695 2232 1649 1321 328
is_linear=0
shrinkage=0.1


Tree=6456
num_leaves=7
num_cat=0
split_feature=1 16 52 3 15 1
split_gain=1.36494e-05 4.45156e-05 2.78676e-05 0.000126249 4.62097e-05 6.11881e-05
threshold=0.10937500000000001 -0.071854999999999988 0.10160000000000001 0.090900000000000009 0.088235000000000022 1.0000000180025095e-35
decision_type=2 2 2 2 2 2
left_child=2 -2 3 4 5 -1
right_child=1 -3 -4 -5 -6 -7
leaf_value=-0.033858184163931763 0.019058076989350439 -0.0062719657535898372 -0.014808460828762339 0.03050918660124426 0.010088822913730896 -0.0030313426227036207
leaf_weight=0.0010250510312523719 0.001326846510839412 0.0014542291522427128 0.0014426213740356035 0.0011201080822555165 0.0010581597568002647 0.0017315777024058136
leaf_count=1044 305 243 493 138 417 481
internal_value=0 0.00581295 -0.00258238 0.000991672 -0.00767534 -0.0144943
internal_weight=0 0.00278108 0.00637752 0.0049349 0.00381479 0.00275663
internal_count=3121 548 2573 2080 1942 1525
is_linear=0
shrinkage=0.1


Tree=6457
num_leaves=8
num_cat=0
split_feature=50 4 151 1 47 2 13
split_gain=1.43671e-05 2.08316e-05 2.50538e-05 3.48513e-05 5.75219e-05 3.23237e-05 3.49335e-05
threshold=0.079410000000000008 0.36766000000000004 -0.024429999999999997 0.086560000000000012 0.09550500000000002 0.10097500000000002 -0.014169999999999999
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 5 -5 6 -4
right_child=-2 -3 3 4 -6 -7 -8
leaf_value=0.013195514811078835 -0.010970677770431751 0.014108812693414262 -0.0024027314491664297 -0.023928835715128202 0.0067122946022842161 -0.0095674552992205415 0.023476514775829696
leaf_weight=0.0011035790884725317 0.0010607910827381611 0.0011132879201551709 0.0010003332195904129 0.0015663328299610265 0.0010062625378883733 0.001187723332939913 0.0010899126046464982
leaf_count=363 609 303 646 369 115 290 426
internal_value=0 0.00140858 -0.000624602 -0.00323146 -0.0119437 0.00360599 0.0110914
internal_weight=0 0.00806743 0.00695414 0.00585056 0.0025726 0.00327797 0.00209025
internal_count=3121 2512 2209 1846 484 1362 1072
is_linear=0
shrinkage=0.1


Tree=6458
num_leaves=7
num_cat=0
split_feature=159 2 151 16 15 43
split_gain=3.46528e-05 5.15881e-05 6.00601e-05 0.000104998 7.411e-05 4.13222e-05
threshold=-1.0000000180025095e-35 0.088225000000000012 -0.0083949999999999979 0.071345000000000006 1.0000000180025095e-35 -0.074359999999999996
decision_type=2 2 2 2 2 2
left_child=-1 5 -3 4 -4 -2
right_child=1 2 3 -5 -6 -7
leaf_value=-0.00034518591683219894 7.0049659130797312e-05 -0.00023352607330226472 0.00071763153738895261 -0.00013120010585976398 6.7067284136210301e-05 -0.00037321678330127643
leaf_weight=0.0010101879207675491 0.001550110313579498 0.0012554889010966174 0.0018318802020252675 0.0017369189880837724 0.0010643798401768539 0.0016901921833121882
leaf_count=509 514 291 452 342 286 727
internal_value=0 3.75402e-05 0.00014688 0.000249961 0.000478548 -0.000161165
internal_weight=0 0.00912897 0.00588867 0.00463318 0.00289626 0.0032403
internal_count=3121 2612 1371 1080 738 1241
is_linear=0
shrinkage=0.00196078


Tree=6459
num_leaves=7
num_cat=0
split_feature=1 42 157 42 2 0
split_gain=1.37108e-05 3.85668e-05 3.04367e-05 5.83895e-05 5.22382e-05 3.98682e-05
threshold=0.12500000000000003 0.092145000000000019 -1.0000000180025095e-35 -1.0000000180025095e-35 0.099515000000000006 -0.10224499999999999
decision_type=2 2 2 2 2 2
left_child=1 2 -1 -4 5 -5
right_child=-2 -3 3 4 -6 -7
leaf_value=-0.01451668926582084 0.0098114406618939696 -0.01831732502578054 -0.017122236389631569 -0.015034213951258113 0.021313093727847371 0.0098704235740485809
leaf_weight=0.0010239789373528577 0.0012261421309834536 0.0011693085509634172 0.0010477859146526556 0.0010723544300598141 0.001981434573862152 0.0016046227472848722
leaf_count=487 279 566 766 140 262 621
internal_value=0 -0.00155416 0.0013583 0.00420707 0.00900453 -0.000105978
internal_weight=0 0.00789949 0.00673018 0.0057062 0.00465841 0.00267698
internal_count=3121 2842 2276 1789 1023 761
is_linear=0
shrinkage=0.1


Tree=6460
num_leaves=6
num_cat=0
split_feature=150 15 43 43 3
split_gain=1.36059e-05 2.75809e-05 4.60326e-05 5.96143e-05 4.00616e-05
threshold=0.081835000000000019 -0.037864999999999989 -0.084004999999999982 0.016310000000000002 0.095270000000000007
decision_type=2 2 2 2 2
left_child=1 4 -3 -4 -1
right_child=-2 2 3 -5 -6
leaf_value=0.00015985701493816481 0.0083765085424612508 0.016524518187330691 -0.018577521850066142 0.0093875899223365596 -0.024069175454612585
leaf_weight=0.0016980699665023742 0.0015909889632310069 0.0016231371027947234 0.0014952172236076559 0.0015550983022221071 0.0011409604014364842
leaf_count=957 420 375 926 299 144
internal_value=0 -0.00180337 0.0029192 -0.00432047 -0.0095774
internal_weight=0 0.00751248 0.00467345 0.00305032 0.00283903
internal_count=3121 2701 1600 1225 1101
is_linear=0
shrinkage=0.1


Tree=6461
num_leaves=7
num_cat=0
split_feature=159 2 151 15 43 0
split_gain=3.63974e-05 5.28097e-05 5.15211e-05 0.000100343 0.000101931 3.64956e-05
threshold=-1.0000000180025095e-35 0.088225000000000012 -0.0083949999999999979 -0.074054999999999996 0.016310000000000002 -0.10151999999999999
decision_type=2 2 2 2 2 2
left_child=-1 5 -3 -4 -5 -2
right_child=1 2 3 4 -6 -7
leaf_value=-0.00035270440094541095 7.972149674274098e-05 -0.00020209522767728139 0.00070811071305521109 -0.00022523298898490868 0.00047182131935241201 -0.0003412465188804479
leaf_weight=0.0010054690575521342 0.0013858106821262354 0.0012485137252070191 0.001302008190162757 0.001932070059214065 0.00138453776841815 0.0018471167816110797
leaf_count=509 154 291 417 500 163 1087
internal_value=0 4.04275e-05 0.000151307 0.000246839 6.57565e-05 -0.000160796
internal_weight=0 0.00910006 0.00586713 0.00461862 0.00331661 0.00323293
internal_count=3121 2612 1371 1080 663 1241
is_linear=0
shrinkage=0.00196078


Tree=6462
num_leaves=8
num_cat=0
split_feature=48 4 42 15 15 1 16
split_gain=7.02071e-05 7.32111e-05 7.10903e-05 6.19946e-05 4.58995e-05 4.34417e-05 5.44699e-05
threshold=0.11951500000000001 0.40473500000000007 0.075730000000000006 0.082685000000000022 0.035560000000000008 0.094825000000000007 -0.0087049999999999992
decision_type=2 2 2 2 2 2 2
left_child=1 2 4 -4 5 6 -1
right_child=-2 -3 3 -5 -6 -7 -8
leaf_value=-0.00022921572165657397 -0.00050157963366811043 0.00052379108966408541 -0.00048297480490773335 9.8060789011238729e-05 -0.00023408264373512742 0.00045148412191622298 0.00030300705022679266
leaf_weight=0.0013982446562144125 0.0010383484860463808 0.0010503131954729553 0.001903782531412079 0.0011221451854712154 0.0012248781198322877 0.0016193257044703063 0.0015688215447030984
leaf_count=244 114 278 800 579 559 306 241
internal_value=0 3.43813e-05 -2.37857e-05 -0.000267502 0.000103117 0.000193172 5.21944e-05
internal_weight=0 0.00988751 0.0088372 0.00302593 0.00581127 0.00458639 0.00296707
internal_count=3121 3007 2729 1379 1350 791 485
is_linear=0
shrinkage=0.00196078


Tree=6463
num_leaves=6
num_cat=0
split_feature=43 133 4 48 4
split_gain=1.30039e-05 4.49775e-05 6.12978e-05 7.84662e-05 4.62514e-05
threshold=-0.09225499999999999 0.076280000000000014 -0.059649999999999988 0.085845000000000019 0.098655000000000007
decision_type=2 2 2 2 2
left_child=-1 2 -2 4 -4
right_child=1 -3 3 -5 -6
leaf_value=-0.0071652125913985931 -0.01778077638672957 0.018633908582550755 0.026070690614399851 -0.014914433766427855 2.4136432696823861e-05
leaf_weight=0.0019982787783928797 0.0017019739994948479 0.00131901713700254 0.0015296196030465921 0.0013560969699229382 0.0012299224096184351
leaf_count=476 810 827 424 279 305
internal_value=0 0.0019615 -0.0018186 0.00478237 0.0144618
internal_weight=0 0.00713663 0.00581761 0.00411564 0.00275954
internal_count=3121 2645 1818 1008 729
is_linear=0
shrinkage=0.1


Tree=6464
num_leaves=8
num_cat=0
split_feature=43 4 13 151 49 0 4
split_gain=4.2528e-05 4.57131e-05 0.000102957 5.33705e-05 5.94875e-05 8.07924e-05 4.06895e-05
threshold=-0.27207999999999993 -0.35136499999999998 0.016935000000000002 -0.044604999999999992 -0.054319999999999993 -0.16360999999999995 -0.0029599999999999995
decision_type=2 2 2 2 2 2 2
left_child=-1 -2 3 -3 -5 -6 -7
right_child=1 2 -4 4 5 6 -8
leaf_value=-0.00037921881520732733 -0.00028677730357826479 -0.0003509156634936026 0.00066504422871020079 -0.00032671721179890488 0.00068195597284943115 0.0002975013098557586 -0.00013649209326829261
leaf_weight=0.0010286665183788001 0.00138667564911398 0.0012776175219874437 0.0010683223401473903 0.0010425182836308949 0.0010068701589801723 0.0014530937109587874 0.0019387102711689859
leaf_count=144 225 427 278 147 92 1185 623
internal_value=0 4.12249e-05 9.96332e-05 9.73016e-06 9.44115e-05 0.000194222 4.94364e-05
internal_weight=0 0.00917381 0.00778713 0.00671881 0.00544119 0.00439867 0.0033918
internal_count=3121 2977 2752 2474 2047 1900 1808
is_linear=0
shrinkage=0.00196078


Tree=6465
num_leaves=7
num_cat=0
split_feature=1 16 52 3 4 4
split_gain=1.39655e-05 4.34125e-05 2.71762e-05 0.000108979 4.38969e-05 8.52052e-05
threshold=0.10937500000000001 -0.071854999999999988 0.10160000000000001 0.090900000000000009 -0.076229999999999978 0.053180000000000012
decision_type=2 2 2 2 2 2
left_child=2 -2 3 4 -1 -6
right_child=1 -3 -4 -5 5 -7
leaf_value=0.0045441075792600587 0.018921113353916705 -0.0060787184171418084 -0.01470727271073816 0.028555770946565695 -0.037630523885762109 0.0030866313683030511
leaf_weight=0.0017466145817774913 0.0013309790395134521 0.0014527862395083072 0.0014387121450202657 0.0011056262080335055 0.0010150983838252241 0.0010409816575335197
leaf_count=835 305 243 493 138 837 270
internal_value=0 0.00587425 -0.00262111 0.000921549 -0.00711305 -0.0170157
internal_weight=0 0.00278377 0.00634703 0.00490832 0.00380269 0.00205608
internal_count=3121 548 2573 2080 1942 1107
is_linear=0
shrinkage=0.1


Tree=6466
num_leaves=8
num_cat=0
split_feature=4 0 1 2 3 16 48
split_gain=3.57691e-05 8.49569e-05 3.50782e-05 3.80053e-05 6.95621e-05 4.07109e-05 2.25149e-05
threshold=-0.49013999999999996 -1.0000000180025095e-35 0.077565000000000009 1.0000000180025095e-35 0.076840000000000006 -0.056919999999999991 0.086035000000000014
decision_type=2 2 2 2 2 2 2
left_child=-1 2 -2 5 -5 -4 -6
right_child=1 -3 3 4 6 -7 -8
leaf_value=-0.00045725586090979256 -0.00037892974147789933 0.00044508983719834165 -3.183934593594862e-05 0.00049672527003656835 8.9355260931729471e-05 -0.00053397858026545738 -0.0002655098648265335
leaf_weight=0.0010139945734988368 0.0018091496828206233 0.0010886431117832799 0.0013899674710026563 0.0010062028297077082 0.0012545615140221837 0.0011217107873379034 0.0015204844254490535
leaf_count=169 1551 173 349 281 171 300 127
internal_value=0 -6.92021e-05 -0.000138305 -6.91285e-05 5.50623e-05 -0.000256094 -0.00010508
internal_weight=0 0.00919072 0.00810208 0.00629293 0.00378125 0.00251168 0.00277505
internal_count=3121 2952 2779 1228 579 649 298
is_linear=0
shrinkage=0.00196078


Tree=6467
num_leaves=6
num_cat=0
split_feature=150 15 43 43 15
split_gain=1.27063e-05 2.64332e-05 4.07405e-05 4.93155e-05 3.52033e-05
threshold=0.081835000000000019 -0.037864999999999989 -0.084004999999999982 0.016310000000000002 -0.10653
decision_type=2 2 2 2 2
left_child=1 4 -3 -4 -1
right_child=-2 2 3 -5 -6
leaf_value=-0.0006954620868908838 0.0079982740261829808 0.01550608701673317 -0.017081238095764839 0.0083705675326215308 -0.023580520618131894
leaf_weight=0.0017590938426685064 0.001589462519544403 0.0016362312109552473 0.0014876621112646514 0.0015591468197854656 0.0010878498278060907
leaf_count=483 420 375 926 299 618
internal_value=0 -0.00184118 0.0027784 -0.00405676 -0.00944011
internal_weight=0 0.00752998 0.00468304 0.00304681 0.00284694
internal_count=3121 2701 1600 1225 1101
is_linear=0
shrinkage=0.1


Tree=6468
num_leaves=8
num_cat=0
split_feature=4 0 43 52 4 2 16
split_gain=6.40831e-05 8.06868e-05 2.76051e-05 7.83409e-05 4.53516e-05 0.000136856 4.38129e-05
threshold=-0.49013999999999996 -1.0000000180025095e-35 -0.08756499999999999 0.0031350000000000002 0.053180000000000012 0.10855000000000002 -0.070454999999999976
decision_type=2 2 2 2 2 2 2
left_child=-1 2 -2 4 6 -6 -4
right_child=1 -3 3 -5 5 -7 -8
leaf_value=-0.00048327277487217199 -0.00023581847738965206 0.00053882254645363505 -2.9008281964163532e-05 0.00039531707196750635 0.00047147814648702417 -0.00045893902489928056 -0.00060409605266213804
leaf_weight=0.0010052284782070429 0.0019026967485965716 0.0010907956738405089 0.0010166788476810278 0.0016830249463667801 0.0014349907207010797 0.0010544304432556994 0.0010206211902953058
leaf_count=169 550 173 321 935 188 185 600
internal_value=0 3.81371e-05 -2.91848e-05 3.41287e-05 -0.00010016 7.73865e-05 -0.000317109
internal_weight=0 0.00920324 0.00811244 0.00620975 0.00452672 0.00248942 0.0020373
internal_count=3121 2952 2779 2229 1294 373 921
is_linear=0
shrinkage=0.00196078


Tree=6469
num_leaves=7
num_cat=0
split_feature=1 42 42 2 13 4
split_gain=1.38216e-05 3.51897e-05 2.46598e-05 2.08317e-05 4.99179e-05 2.79958e-05
threshold=0.12500000000000003 0.092145000000000019 -1.0000000180025095e-35 0.10005000000000001 -0.033284999999999988 0.033845000000000007
decision_type=2 2 2 2 2 2
left_child=1 2 -1 4 -4 -5
right_child=-2 -3 3 5 -6 -7
leaf_value=-0.012261408881978594 0.0097451743507341055 -0.017623110519013909 -0.01602880670980612 0.022109829682023473 0.0090971952141470826 0.00012538047246594299
leaf_weight=0.0011410839319084889 0.0012280713362725669 0.0011752385792139592 0.0013467985001849099 0.0011590705218449595 0.0019149525526207993 0.0011579065509657658
leaf_count=830 279 566 825 222 265 134
internal_value=0 -0.00165895 0.00113305 0.00387277 -0.0012775 0.0111231
internal_weight=0 0.00789505 0.00671981 0.00557873 0.00326175 0.00231698
internal_count=3121 2842 2276 1446 1090 356
is_linear=0
shrinkage=0.1


Tree=6470
num_leaves=8
num_cat=0
split_feature=48 48 1 4 0 42 4
split_gain=2.35732e-05 7.78234e-05 4.7178e-05 4.30191e-05 6.1126e-05 3.7169e-05 5.87011e-05
threshold=0.11926500000000002 0.092475000000000016 0.111945 -0.0016099999999999997 -0.10224499999999999 0.086325000000000013 -0.084369999999999987
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 5 -5 6 -1
right_child=-2 -3 -4 4 -6 -7 -8
leaf_value=-0.00014148276171201913 -0.00029085049570827575 0.00052666487343469754 0.00024384045349754501 -0.00062599052558312519 1.8491967336859421e-05 -0.00031414173297056048 0.00042154624020535313
leaf_weight=0.0015371235232763867 0.0010045741693699784 0.0010531426687919272 0.0017474463955730992 0.0012518783229835426 0.0010324091166855497 0.0010358497461585006 0.0013261820855567067
leaf_count=466 117 248 374 214 363 680 659
internal_value=0 2.58621e-05 -4.06395e-05 -0.000121034 -0.000334709 4.14627e-06 0.000119292
internal_weight=0 0.00898403 0.00793089 0.00618344 0.00228429 0.00389916 0.00286331
internal_count=3121 3004 2756 2382 577 1805 1125
is_linear=0
shrinkage=0.00196078


Tree=6471
num_leaves=8
num_cat=0
split_feature=4 0 1 2 0 52 16
split_gain=5.73666e-05 8.79619e-05 3.51113e-05 4.28997e-05 9.37237e-05 9.02317e-05 6.13638e-05
threshold=-0.49013999999999996 -1.0000000180025095e-35 0.077565000000000009 1.0000000180025095e-35 -0.14116499999999996 -0.0064899999999999992 -0.056919999999999991
decision_type=2 2 2 2 2 2 2
left_child=-1 2 -2 6 5 -5 -4
right_child=1 -3 3 4 -6 -7 -8
leaf_value=-0.00045396128092564902 -0.00027283668140199027 0.00053793567691712307 9.9817285218609103e-05 -0.00038380019914247075 0.00066765804460829797 0.00029562916549233896 -0.000509273209787731
leaf_weight=0.0010417402297147578 0.0019082104658715475 0.0011556978413338964 0.001443212538785448 0.0013984903044044709 0.0010240308623610424 0.0016244006009202006 0.0011368730185162188
leaf_count=169 1551 173 349 143 250 186 300
internal_value=0 3.02677e-05 -3.84723e-05 2.90116e-05 0.000154977 -1.86976e-05 -0.000168569
internal_weight=0 0.00969092 0.00853522 0.00662701 0.00404692 0.00302289 0.00258009
internal_count=3121 2952 2779 1228 579 329 649
is_linear=0
shrinkage=0.00196078


Tree=6472
num_leaves=7
num_cat=0
split_feature=159 2 0 1 43 43
split_gain=3.80836e-05 4.56121e-05 4.78663e-05 6.6876e-05 8.6968e-05 3.89348e-05
threshold=-1.0000000180025095e-35 0.088225000000000012 -0.15202999999999997 0.078340000000000007 0.016310000000000002 -0.074359999999999996
decision_type=2 2 2 2 2 2
left_child=-1 5 -3 4 -4 -2
right_child=1 2 3 -5 -6 -7
leaf_value=-0.00036920635676815404 6.901756808410594e-05 -0.00012414224797502991 -0.00022913695534161201 0.00063884110705051669 0.00046135874076231253 -0.00035855536791113492
leaf_weight=0.0010158411086901341 0.0015656618962202186 0.0018882714132445405 0.0015242154879903265 0.0012143284858920703 0.0012989198355420671 0.0017164609942682944
leaf_count=509 514 160 570 429 212 727
internal_value=0 3.08405e-05 0.000133547 0.000254065 8.8559e-05 -0.000154591
internal_weight=0 0.00920786 0.00592574 0.00403746 0.00282314 0.00328212
internal_count=3121 2612 1371 1211 782 1241
is_linear=0
shrinkage=0.00196078


Tree=6473
num_leaves=7
num_cat=0
split_feature=1 4 3 2 16 13
split_gain=1.20458e-05 3.05743e-05 2.58593e-05 3.33032e-05 3.09587e-05 2.61213e-05
threshold=0.077565000000000009 -0.076229999999999978 0.083060000000000009 1.0000000180025095e-35 -0.062804999999999986 -0.0051199999999999987
decision_type=2 2 2 2 2 2
left_child=1 -1 3 5 -4 -2
right_child=2 -3 4 -5 -6 -7
leaf_value=0.0025535273172348034 -0.010502088156510126 -0.018005016169893938 0.0038882632565217117 0.021929485521051291 -0.01740286203922679 0.012076376823289105
leaf_weight=0.0019088699541576159 0.0010183356598207514 0.0011648040865927961 0.0017374086217571728 0.0011830778879737304 0.0011252692196874262 0.0010313310506171918
leaf_count=635 532 1001 223 408 163 159
internal_value=0 -0.00523737 0.00244068 0.00856993 -0.00448091 0.000858721
internal_weight=0 0.00307367 0.00609542 0.00323274 0.00286268 0.00204967
internal_count=3121 1636 1485 1099 386 691
is_linear=0
shrinkage=0.1


Tree=6474
num_leaves=8
num_cat=0
split_feature=4 0 0 15 42 49 0
split_gain=5.02111e-05 9.18569e-05 3.65062e-05 5.79572e-05 8.16057e-05 9.66213e-05 4.75565e-05
threshold=-0.49013999999999996 1.0000000180025095e-35 -0.053834999999999994 -0.11713499999999999 0.091295000000000015 -0.006494999999999999 -0.10011499999999998
decision_type=2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 -5 -7
right_child=1 -3 -4 4 -6 6 -8
leaf_value=-0.00042319175147971375 -0.00030573575459331054 0.00056973974142531263 -0.00038051675525182485 -0.00036420515451821776 0.0006157120605863772 0.00047106221476015981 -4.7186632903833141e-05
leaf_weight=0.0010096956917598583 0.0016587314662560165 0.0010979438724778969 0.0010243243664204036 0.0017281950899497144 0.0010108006269493909 0.0014521606530298202 0.0012815254570864691
leaf_count=169 393 173 186 398 478 182 1142
internal_value=0 3.73006e-05 -3.43776e-05 1.53403e-05 0.000112656 -1.30672e-06 0.000228112
internal_weight=0 0.00925368 0.00815574 0.00713141 0.00547268 0.00446188 0.00273369
internal_count=3121 2952 2779 2593 2200 1722 1324
is_linear=0
shrinkage=0.00196078


Tree=6475
num_leaves=8
num_cat=0
split_feature=47 4 4 2 48 0 16
split_gain=2.91711e-05 9.22187e-05 5.56978e-05 5.51173e-05 6.84971e-05 6.72845e-05 6.29097e-05
threshold=0.12431000000000002 0.24564500000000003 0.055260000000000011 0.11093500000000002 0.083985000000000018 0.047850000000000011 -0.078844999999999985
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 -1
right_child=-2 -3 -4 -5 -6 -7 -8
leaf_value=0.00032048324345981881 -0.0003246303751577984 0.00040047892658106888 -0.0004603323795185245 0.00038212940493060471 0.00028810643039289601 -0.00062887251249474244 -0.00029983521697439465
leaf_weight=0.0010396622734665927 0.0010209540008606329 0.0019806030768655617 0.0012108322652637097 0.001173611703563969 0.0013583235399135364 0.0011176383186371798 0.0015896170664086446
leaf_count=646 91 402 246 246 360 145 985
internal_value=0 2.42165e-05 -7.52839e-05 -1.03006e-06 -8.91122e-05 -0.000225861 -5.45506e-05
internal_weight=0 0.00947029 0.00748969 0.00627885 0.00510524 0.00374692 0.00262928
internal_count=3121 3030 2628 2382 2136 1776 1631
is_linear=0
shrinkage=0.00196078


Tree=6476
num_leaves=7
num_cat=0
split_feature=159 2 2 1 0 3
split_gain=3.17453e-05 4.05979e-05 4.89249e-05 6.63066e-05 0.000160321 4.17926e-05
threshold=-1.0000000180025095e-35 0.088225000000000012 0.092875000000000013 0.10508500000000001 0.10455500000000001 -0.078934999999999991
decision_type=2 2 2 2 2 2
left_child=-1 5 -3 4 -4 -2
right_child=1 2 3 -5 -6 -7
leaf_value=-0.00033476963249130901 -0.00040115554640309935 0.00044305638809466355 -0.000692998021347489 0.00030122102839657617 0.00031156351960832403 5.1523123485165874e-05
leaf_weight=0.0010130583234337466 0.0013921287813648292 0.0014370116891851996 0.0012145223453808784 0.0018912047493949173 0.0012287458659188122 0.0017953239932695182
leaf_count=509 870 355 551 380 85 371
internal_value=0 3.14277e-05 0.000129519 2.55721e-05 -0.000187793 -0.000146186
internal_weight=0 0.00895894 0.00577148 0.00433447 0.00244327 0.00318745
internal_count=3121 2612 1371 1016 636 1241
is_linear=0
shrinkage=0.00196078


Tree=6477
num_leaves=7
num_cat=0
split_feature=159 2 151 15 43 3
split_gain=3.65489e-05 4.41806e-05 6.04727e-05 9.45789e-05 9.0397e-05 3.60769e-05
threshold=-1.0000000180025095e-35 0.088225000000000012 -0.0083949999999999979 -0.074054999999999996 0.016310000000000002 -0.078934999999999991
decision_type=2 2 2 2 2 2
left_child=-1 5 -3 -4 -5 -2
right_child=1 2 3 4 -6 -7
leaf_value=-0.00036242924917938502 -0.00038397648774692429 -0.00024635682919382692 0.00068194059826553208 -0.00021274468375500464 0.00044270384772066837 2.9634890828818275e-05
leaf_weight=0.0010146526288753012 0.0014486257459953434 0.0012800124692734106 0.0013075493690429501 0.0019467035862973693 0.0013841999358707962 0.001841385388629263
leaf_count=509 870 291 417 500 163 371
internal_value=0 2.96794e-05 0.000130941 0.000235059 5.96354e-05 -0.000152482
internal_weight=0 0.00920848 0.00591847 0.00463845 0.0033309 0.00329001
internal_count=3121 2612 1371 1080 663 1241
is_linear=0
shrinkage=0.00196078


Tree=6478
num_leaves=7
num_cat=0
split_feature=11 13 150 3 15 43
split_gain=1.39878e-05 2.39178e-05 3.50017e-05 5.5882e-05 7.04921e-05 7.25587e-05
threshold=0.076270000000000018 -0.094514999999999988 0.086615000000000011 0.095270000000000007 -0.095244999999999982 -0.084004999999999982
decision_type=2 2 2 2 2 2
left_child=1 -1 3 4 -3 -6
right_child=-2 2 -4 -5 5 -7
leaf_value=0.01142781549878877 -0.011267554617643893 0.030338951171253539 -0.018529376543838277 -0.015700999043290132 0.016799751560711503 -0.014450269860214894
leaf_weight=0.0017948140731525279 0.0010065843265157958 0.0010160749284176948 0.001029189943265371 0.0013878705256278323 0.0013702723533962997 0.0016230790434365134
leaf_count=317 232 371 264 145 449 1343
internal_value=0 0.00122153 -0.00162892 0.00159376 0.00758037 -0.000144886
internal_weight=0 0.0082213 0.00642649 0.0053973 0.00400943 0.00299335
internal_count=3121 2889 2572 2308 2163 1792
is_linear=0
shrinkage=0.1


Tree=6479
num_leaves=7
num_cat=0
split_feature=1 12 0 1 12 2
split_gain=1.46657e-05 3.18235e-05 4.67033e-05 3.8434e-05 5.12173e-05 5.6991e-05
threshold=0.12500000000000003 0.092355000000000007 -0.046359999999999991 0.10557500000000002 0.088245000000000004 0.092755000000000018
decision_type=2 2 2 2 2 2
left_child=1 3 -3 4 5 -1
right_child=-2 2 -4 -5 -6 -7
leaf_value=0.0010506756735604466 0.0099921810273010392 -0.027196213693532978 0.0026988130526130684 0.015793040299107223 0.014317963113204614 -0.026860063361868199
leaf_weight=0.0019160835132838307 0.0012395329405094505 0.0010485528365137622 0.0010417748161421214 0.0015146194714994081 0.0012580643787324687 0.0011834305341138734
leaf_count=989 279 737 128 255 471 262
internal_value=0 -0.00170117 -0.0122972 0.00207069 -0.00269896 -0.00960597
internal_weight=0 0.00796253 0.00209033 0.0058722 0.00435758 0.00309951
internal_count=3121 2842 865 1977 1722 1251
is_linear=0
shrinkage=0.1


Tree=6480
num_leaves=7
num_cat=0
split_feature=150 15 4 1 15 133
split_gain=1.31998e-05 2.70946e-05 3.99154e-05 4.62112e-05 3.19659e-05 3.14242e-05
threshold=0.081835000000000019 -0.037864999999999989 0.04735000000000001 0.080585000000000004 -0.10653 1.0000000180025095e-35
decision_type=2 2 2 2 2 2
left_child=1 4 3 5 -1 -3
right_child=-2 2 -4 -5 -6 -7
leaf_value=-0.0012361214326267404 0.0081443559395135423 0.015363492935357388 0.019010124349391862 -0.018970821106197407 -0.023003923796401947 -0.0075909889433616543
leaf_weight=0.0017686481558720096 0.0015979482164500429 0.0013733153489232223 0.0011488252860492459 0.0011457363610880076 0.001090608185694984 0.0010541912625354234
leaf_count=483 420 531 90 558 618 421
internal_value=0 -0.00185643 0.00279545 -0.00241769 -0.00953903 0.00539507
internal_weight=0 0.00758132 0.00472207 0.00357324 0.00285926 0.00242751
internal_count=3121 2701 1600 1510 1101 952
is_linear=0
shrinkage=0.1


Tree=6481
num_leaves=7
num_cat=0
split_feature=1 0 3 13 15 47
split_gain=1.39899e-05 2.69668e-05 2.31522e-05 4.2027e-05 2.38938e-05 3.04811e-05
threshold=0.077565000000000009 0.024095000000000002 -0.015584999999999998 -0.063184999999999977 -0.074054999999999996 0.077555000000000013
decision_type=2 2 2 2 2 2
left_child=1 -1 3 -2 5 -4
right_child=2 -3 4 -5 -6 -7
leaf_value=-0.014311710710394998 -0.0035512828949391751 0.0044502963306144727 0.01535267623859126 0.022629104296849421 -0.012427584646181272 -0.0082936924647041468
leaf_weight=0.0016490699593353186 0.0011701845219903989 0.0014307128120547605 0.0011531796327203844 0.0012881303414447513 0.0014361037223461701 0.0010338583574026228
leaf_count=1553 424 83 256 467 244 94
internal_value=0 -0.00559582 0.00267636 0.010167 -0.00240604 0.00417455
internal_weight=0 0.00307978 0.00608146 0.00245831 0.00362314 0.00218704
internal_count=3121 1636 1485 891 594 350
is_linear=0
shrinkage=0.1


Tree=6482
num_leaves=7
num_cat=0
split_feature=43 16 0 52 2 4
split_gain=1.42053e-05 4.94553e-05 0.000107123 3.83329e-05 4.51832e-05 0.000117943
threshold=-0.09225499999999999 0.22339500000000004 -0.061629999999999997 0.0031350000000000002 0.10882500000000002 0.053180000000000012
decision_type=2 2 2 2 2 2
left_child=-1 2 3 4 5 -2
right_child=1 -3 -4 -5 -6 -7
leaf_value=-0.0075193513147408658 -0.017818565310567174 -0.01658238243711856 0.035306335940681569 0.014145618677249453 -0.02177706703712988 0.026576182219676
leaf_weight=0.0020100178211838928 0.0013340141572277899 0.0011930365942770917 0.0010152526477586491 0.0013292430204641425 0.0011791681667959559 0.0010852568812466756
leaf_count=476 780 363 268 889 188 157
internal_value=0 0.00199796 0.00572794 -0.000366114 -0.00572667 0.0020964
internal_weight=0 0.00713597 0.00594293 0.00492768 0.00359844 0.00241927
internal_count=3121 2645 2282 2014 1125 937
is_linear=0
shrinkage=0.1


Tree=6483
num_leaves=7
num_cat=0
split_feature=1 12 2 3 1 0
split_gain=1.44487e-05 3.0845e-05 3.78517e-05 4.06231e-05 5.59308e-05 3.61842e-05
threshold=0.12500000000000003 0.092355000000000007 0.088225000000000012 -0.022174999999999997 0.10557500000000002 -0.046359999999999991
decision_type=2 2 2 2 2 2
left_child=1 2 -1 -4 -5 -3
right_child=-2 5 3 4 -6 -7
leaf_value=-0.0095428415512973548 0.0099936915172342405 -0.02535434701612839 0.01868892804505172 -0.018356052251241803 0.014180980193320526 0.0011105112409871408
leaf_weight=0.0018919706999491921 0.0012308734674504008 0.0010354488274575413 0.001806963156079153 0.0010339391552003207 0.0010803508091443486 0.0010310796500714462
leaf_count=1127 279 737 511 200 139 128
internal_value=0 -0.00165631 0.00207403 0.00767907 -0.00173042 -0.0121499
internal_weight=0 0.00787975 0.00581322 0.00392125 0.00211429 0.00206653
internal_count=3121 2842 1977 850 339 865
is_linear=0
shrinkage=0.1


Tree=6484
num_leaves=7
num_cat=0
split_feature=1 150 16 16 160 3
split_gain=1.64599e-05 2.44377e-05 6.97167e-05 4.53948e-05 3.42901e-05 2.31427e-05
threshold=0.077565000000000009 0.081835000000000019 -0.36241499999999999 -0.056919999999999991 -0.0094199999999999978 -0.084074999999999997
decision_type=2 2 2 2 2 2
left_child=5 2 -2 -4 -5 -1
right_child=1 -3 3 4 -6 -7
leaf_value=-0.016175221560714933 -0.023509767960426853 0.014596311910206067 0.018809601137799711 0.0093794786114644382 -0.016467520448419429 0.0014356249222638512
leaf_weight=0.0012990866821620856 0.0010279054748890235 0.0013877808922461085 0.0015682511686945502 0.0010077984772542991 0.0010460021907884429 0.0017532905491516701
leaf_count=715 212 301 388 243 341 921
internal_value=0 0.00295084 -0.000524753 0.00599819 -0.00378442 -0.00605952
internal_weight=0 0.00603774 0.00464996 0.00362205 0.0020538 0.00305238
internal_count=3121 1485 1184 972 584 1636
is_linear=0
shrinkage=0.1


Tree=6485
num_leaves=8
num_cat=0
split_feature=159 1 2 2 0 1 15
split_gain=3.86205e-05 4.29842e-05 5.30697e-05 4.8952e-05 4.6075e-05 0.000125405 2.74445e-05
threshold=-1.0000000180025095e-35 0.12958500000000003 0.088225000000000012 0.092875000000000013 0.13134000000000004 0.10508500000000001 -0.043924999999999992
decision_type=2 2 2 2 2 2 2
left_child=-1 2 6 -4 5 -5 -2
right_child=1 -3 3 4 -6 -7 -8
leaf_value=-0.00036645428517793492 -0.00046442870357846802 0.00041526641781666919 0.00040743920510968602 -0.0006033554355292461 0.00031232611575609696 0.00024018118601137474 -6.2650134548284018e-05
leaf_weight=0.0010053356253200115 0.0011496618067614781 0.0010322116990751301 0.0014697976422726553 0.0012676029527539721 0.0011733732141023662 0.001455752253062353 0.0015150045329159405
leaf_count=509 313 230 355 588 50 238 838
internal_value=0 3.86112e-05 -9.79851e-06 0.000102516 -1.24966e-05 -0.000152448 -0.000235996
internal_weight=0 0.0090634 0.00803119 0.00536653 0.00389673 0.00272336 0.00266467
internal_count=3121 2612 2382 1231 876 826 1151
is_linear=0
shrinkage=0.00196078


Tree=6486
num_leaves=7
num_cat=0
split_feature=1 4 15 3 12 1
split_gain=1.33756e-05 2.46711e-05 2.41562e-05 4.61291e-05 4.3258e-05 0.000140674
threshold=0.077565000000000009 -0.076229999999999978 0.035560000000000008 0.10893000000000001 0.090840000000000018 0.094385000000000011
decision_type=2 2 2 2 2 2
left_child=1 -1 3 4 5 -2
right_child=2 -3 -4 -5 -6 -7
leaf_value=0.001518246972210422 -0.0029966837330745654 -0.01703322279108473 -0.011480965035641834 -0.0096363093078278006 -0.0042927828635421217 0.04534579955471163
leaf_weight=0.0019059101064612975 0.0013130491967595684 0.001149034382164316 0.0010062365901247587 0.0014384841801043133 0.0011633075459704825 0.0011114842232530999
leaf_count=635 238 1001 400 222 276 349
internal_value=0 -0.00545938 0.00266193 0.00549325 0.0115592 0.0191651
internal_weight=0 0.00305494 0.00603256 0.00502633 0.00358784 0.00242453
internal_count=3121 1636 1485 1085 863 587
is_linear=0
shrinkage=0.1


Tree=6487
num_leaves=8
num_cat=0
split_feature=4 0 1 13 49 47 2
split_gain=7.6926e-05 9.37023e-05 4.64144e-05 5.36731e-05 6.45545e-05 8.21324e-05 2.10251e-05
threshold=-0.49405499999999997 1.0000000180025095e-35 0.077565000000000009 -0.084154999999999994 -0.054984999999999992 0.09585500000000001 0.088850000000000012
decision_type=2 2 2 2 2 2 2
left_child=-1 2 -2 -4 -5 6 -6
right_child=1 -3 3 4 5 -7 -8
leaf_value=-0.00051439681302829245 -0.00029970252410749547 0.00056657705494047011 0.00035838676680111737 -0.00046631380280235291 9.0706943022030929e-05 -0.00031067751163630448 0.00045835304279561329
leaf_weight=0.0010507548163115636 0.0018732057493451287 0.0011613741766851688 0.0016321886762440457 0.0011171283920565936 0.0011096461156122456 0.0013835332372782081 0.0012971672403821297
leaf_count=156 1551 186 360 146 378 163 181
internal_value=0 4.4495e-05 -2.7577e-05 5.037e-05 -5.2074e-05 7.00148e-05 0.000288852
internal_weight=0 0.00957424 0.00841287 0.00653966 0.00490747 0.00379035 0.00240681
internal_count=3121 2965 2779 1228 868 722 559
is_linear=0
shrinkage=0.00196078


Tree=6488
num_leaves=8
num_cat=0
split_feature=4 0 157 160 52 4 15
split_gain=4.27795e-05 6.91385e-05 4.54224e-05 7.3582e-05 6.07508e-05 4.6129e-05 5.72466e-05
threshold=-0.49013999999999996 1.0000000180025095e-35 -0.05495499999999999 -1.0000000180025095e-35 0.08976000000000002 0.24564500000000003 -0.016799999999999995
decision_type=2 2 2 2 2 2 2
left_child=-1 2 -2 -4 5 6 -5
right_child=1 -3 3 4 -6 -7 -8
leaf_value=-0.00037353587104779556 0.00036846249471763856 0.00049863769100419225 -0.0005686495549195392 -0.00044950786814244246 0.0003970430614828792 0.00019535380753851772 4.2454712885697248e-05
leaf_weight=0.0010796059881798539 0.0010059216630891096 0.0011083225843212105 0.0010055596927399223 0.0018728848020322948 0.0012124322729225824 0.001527412110267867 0.0017676716465515629
leaf_count=169 405 173 580 498 320 249 727
internal_value=0 3.836e-05 -2.24292e-05 -7.56663e-05 2.02858e-06 -9.06439e-05 -0.000210636
internal_weight=0 0.0095002 0.00839188 0.00738596 0.0063804 0.00516797 0.00364056
internal_count=3121 2952 2779 2374 1794 1474 1225
is_linear=0
shrinkage=0.00196078


Tree=6489
num_leaves=7
num_cat=0
split_feature=15 48 0 49 52 4
split_gain=1.37311e-05 2.77274e-05 4.16788e-05 6.78137e-05 3.49902e-05 6.47182e-05
threshold=-0.11713499999999999 0.092475000000000016 -0.10011499999999998 -0.006494999999999999 0.083680000000000018 -0.077679999999999985
decision_type=2 2 2 2 2 2
left_child=-1 2 3 -2 5 -4
right_child=1 -3 4 -5 -6 -7
leaf_value=-0.0084002424626247185 -0.0093055711125271615 0.016402626107767788 0.0012736175213367397 0.024757283897219609 0.0027878867893161492 -0.033828770796814768
leaf_weight=0.0016248777692084845 0.0010458495790143072 0.0011003117324177311 0.001073646951218812 0.0013248216974966992 0.001914958945513294 0.0010282712558645571
leaf_count=484 166 224 476 196 765 810
internal_value=0 0.00174091 -0.000784697 0.00973005 -0.00699027 -0.0158987
internal_weight=0 0.00748786 0.00638755 0.00237067 0.00401688 0.00210192
internal_count=3121 2637 2413 362 2051 1286
is_linear=0
shrinkage=0.1


Tree=6490
num_leaves=8
num_cat=0
split_feature=4 0 0 52 52 47 3
split_gain=5.36952e-05 5.40467e-05 3.109e-05 6.84711e-05 8.9626e-05 3.29402e-05 6.48836e-05
threshold=-0.49013999999999996 -1.0000000180025095e-35 -0.053834999999999994 -0.081429999999999989 -0.0064899999999999992 0.087235000000000021 -0.078934999999999991
decision_type=2 2 2 2 2 2 2
left_child=-1 2 3 -2 -5 6 -6
right_child=1 -3 -4 4 5 -7 -8
leaf_value=-0.0004319669916137612 0.00045251446865016896 0.00044935360998670816 -0.00032781795966377189 -0.00053972007184703639 -9.6177315451947832e-05 -0.00015439810382071928 0.00047566444326432389
leaf_weight=0.0010158492438547611 0.0012420954082654001 0.001107525472766698 0.0010463333713651487 0.0011707581990874497 0.001537329616205136 0.0016785214089474463 0.0015142685847665586
leaf_count=169 525 173 186 381 915 200 572
internal_value=0 4.28227e-05 -1.21568e-05 3.40826e-05 -5.39945e-05 6.62281e-05 0.000187583
internal_weight=0 0.00929683 0.00818931 0.00714297 0.00590088 0.00473012 0.0030516
internal_count=3121 2952 2779 2593 2068 1687 1487
is_linear=0
shrinkage=0.00196078


Tree=6491
num_leaves=8
num_cat=0
split_feature=52 52 0 12 13 16 0
split_gain=2.69287e-05 3.38412e-05 7.77408e-05 5.43346e-05 4.38854e-05 6.07022e-05 2.54306e-05
threshold=0.15915500000000002 0.070205000000000017 -0.033209999999999996 0.096210000000000004 -0.094514999999999988 -0.070454999999999976 -0.10151999999999999
decision_type=2 2 2 2 2 2 2
left_child=1 3 -3 4 -1 -6 -7
right_child=-2 2 -4 -5 5 6 -8
leaf_value=0.00019787462122315133 -0.00030603253553963599 0.00061738306575787917 -0.00013126062000116772 0.00032447733023758271 -0.00046956957555092905 0.000216029973428354 -0.0001948601637994193
leaf_weight=0.0012842483144288284 0.0010119213519842246 0.0010780663020951945 0.0010553099612696651 0.0013049325788352922 0.0019594922111699779 0.0010962514850507512 0.0012276364124970875
leaf_count=223 368 624 71 410 508 128 789
internal_value=0 3.13225e-05 0.000247054 -3.56448e-05 -0.00012005 -0.00021537 -1.03028e-06
internal_weight=0 0.00900594 0.00213338 0.00687256 0.00556763 0.00428338 0.00232389
internal_count=3121 2753 695 2058 1648 1425 917
is_linear=0
shrinkage=0.00196078


Tree=6492
num_leaves=8
num_cat=0
split_feature=4 0 42 1 49 15 4
split_gain=5.3619e-05 6.91334e-05 3.41061e-05 8.22791e-05 3.73539e-05 0.000134961 8.5798e-05
threshold=-0.49405499999999997 -1.0000000180025095e-35 0.091295000000000015 0.077565000000000009 -0.006494999999999999 -0.016799999999999995 0.24564500000000003
decision_type=2 2 2 2 2 2 2
left_child=-1 2 3 -2 -5 6 -6
right_child=1 -3 -4 4 5 -7 -8
leaf_value=-0.00043534313812564139 -0.00053425181253218988 0.00050605470615243885 0.00025140959446667209 -0.00020594136536120186 -0.000503286016403751 0.00071666173283891862 0.00023655911630080903
leaf_weight=0.0010040159347719521 0.0012475798698376216 0.0010872398893396707 0.0014464505467845128 0.0017770325440188686 0.0011485742409909896 0.0010875726223849771 0.0012678596362279831
leaf_count=156 1231 186 651 267 206 283 141
internal_value=0 4.22246e-05 -2.10093e-05 -8.13652e-05 2.56237e-05 0.00014306 -0.000115103
internal_weight=0 0.00906231 0.00797507 0.00652862 0.00528104 0.00350401 0.00241643
internal_count=3121 2965 2779 2128 897 630 347
is_linear=0
shrinkage=0.00196078


Tree=6493
num_leaves=7
num_cat=0
split_feature=52 160 52 2 0 4
split_gain=1.55158e-05 7.02528e-05 3.57267e-05 9.09256e-05 7.67419e-05 3.47877e-05
threshold=-0.046924999999999988 -1.0000000180025095e-35 0.11008000000000001 0.10097500000000002 -0.084269999999999984 0.0052350000000000009
decision_type=2 2 2 2 2 2
left_child=5 -2 3 4 -3 -1
right_child=1 2 -4 -5 -6 -7
leaf_value=-0.004363087205385678 -0.024760300992535927 -0.0063529258956925658 0.01895522616898564 -0.022569366307068781 0.026835147095790518 0.018355363868259623
leaf_weight=0.0014383217625831379 0.0011826925460775677 0.0015534410873916061 0.0010260401391241729 0.0014107526601615291 0.0012633740808076699 0.0012683970324367734
leaf_count=726 743 481 163 255 526 227
internal_value=0 -0.00274084 0.00221618 -0.00184642 0.00853231 0.00628302
internal_weight=0 0.0064363 0.00525361 0.00422757 0.00281682 0.00270672
internal_count=3121 2168 1425 1262 1007 953
is_linear=0
shrinkage=0.1


Tree=6494
num_leaves=7
num_cat=0
split_feature=4 151 12 2 2 3
split_gain=1.60207e-05 2.16337e-05 2.83755e-05 4.49077e-05 2.93004e-05 2.69413e-05
threshold=0.27287000000000006 -0.024429999999999997 0.088305000000000008 0.088555000000000009 0.10855000000000002 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2
left_child=1 -1 4 -4 5 -3
right_child=-2 2 3 -5 -6 -7
leaf_value=0.010744559241384085 0.009749427783381193 -0.028370970063025414 0.015979716280563491 -0.0087743167359019165 0.0034341407485369243 -0.0072828797873118094
leaf_weight=0.0011580711872579124 0.0014071242197798194 0.0010365428051290078 0.0014220277687742857 0.0015122419245185326 0.0011183138906548529 0.0014579259263255567
leaf_count=451 352 803 516 709 128 162
internal_value=0 -0.00185429 -0.00408282 0.00322217 -0.0100159 -0.0160458
internal_weight=0 0.00770512 0.00654705 0.00293427 0.00361278 0.00249447
internal_count=3121 2769 2318 1225 1093 965
is_linear=0
shrinkage=0.1


Tree=6495
num_leaves=9
num_cat=0
split_feature=43 40 3 15 4 15 151 2
split_gain=6.41333e-05 7.60784e-05 5.66602e-05 6.27507e-05 8.15878e-05 0.000193687 5.93625e-05 0.000124564
threshold=0.16180500000000003 -0.013874999999999998 0.12745000000000004 0.088655000000000025 -0.084369999999999987 -0.0063699999999999989 -0.044604999999999992 0.090675000000000019
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 6 -6 -8
right_child=-2 2 -4 -5 5 -7 7 -9
leaf_value=0.00054894551623232025 -0.00048200283794316146 -0.00028317136955451002 -0.00043437366852331044 -0.0003779223680523959 -0.00038407932275691251 0.00092154040165912555 -0.00017322854500492101 0.00068804577319225889
leaf_weight=0.0010051077868955529 0.0010056602169127961 0.0015097717491719866 0.0011110543501945506 0.0011706413454694803 0.0010282299131905478 0.0012037382162357587 0.0016214489125880222 0.001072740755890238
leaf_count=309 218 457 160 585 316 275 429 372
internal_value=0 3.8136e-05 -2.07583e-05 3.96564e-05 0.00011561 0.000237829 1.67342e-05 0.000169704
internal_weight=0 0.00972273 0.00871763 0.00760657 0.00643593 0.00492616 0.00372242 0.00269419
internal_count=3121 2903 2594 2434 1849 1392 1117 801
is_linear=0
shrinkage=0.00196078


Tree=6496
num_leaves=7
num_cat=0
split_feature=42 49 42 2 2 2
split_gain=1.39837e-05 2.617e-05 3.82916e-05 2.09573e-05 5.6481e-05 2.43731e-05
threshold=-1.0000000180025095e-35 -0.047584999999999995 0.091545000000000015 0.11389000000000002 0.10005000000000001 0.084245000000000014
decision_type=2 2 2 2 2 2
left_child=-1 -2 3 4 5 -3
right_child=1 2 -4 -5 -6 -7
leaf_value=-0.0087178392809867406 0.012723022959143362 0.006705343260933843 -0.017515985083068373 -0.0099840872924450708 0.023831900231984986 -0.013216935224697926
leaf_weight=0.0015503825864655952 0.0016783615301920038 0.0013239376214076058 0.0011829306337762429 0.0010322500624621624 0.0012107498949064793 0.0011453425041403897
leaf_count=862 360 373 620 172 182 552
internal_value=0 0.00170614 -0.00143036 0.00260764 0.00613963 -0.00253534
internal_weight=0 0.00757357 0.00589521 0.00471228 0.00368003 0.00246928
internal_count=3121 2259 1899 1279 1107 925
is_linear=0
shrinkage=0.1


Tree=6497
num_leaves=8
num_cat=0
split_feature=1 52 2 2 48 2 3
split_gain=1.55605e-05 2.59852e-05 3.45126e-05 4.7956e-05 4.79334e-05 5.04145e-05 3.17457e-05
threshold=0.12500000000000003 0.11434500000000002 0.088225000000000012 0.11389000000000002 0.084170000000000009 0.10097500000000002 -0.078934999999999991
decision_type=2 2 2 2 2 2 2
left_child=1 2 6 4 5 -4 -1
right_child=-2 -3 3 -5 -6 -7 -8
leaf_value=-0.020498102071132313 0.0103767060252868 -0.016174330042898654 0.016917420632034039 -0.013275356150704597 0.029605148903272663 -0.012661381141316617 0.0023335081318623823
leaf_weight=0.0012040786008258053 0.0012352033107970286 0.0010709264749180457 0.0012893475320081198 0.0010036118368321485 0.0010296058334339124 0.0010418431734378157 0.0012322123846049532
leaf_count=951 279 443 448 256 220 229 295
internal_value=0 -0.00169569 0.000584299 0.00590678 0.011635 0.00369822 -0.00895047
internal_weight=0 0.00787163 0.0068007 0.00436441 0.0033608 0.00233119 0.00243629
internal_count=3121 2842 2399 1153 897 677 1246
is_linear=0
shrinkage=0.1


Tree=6498
num_leaves=7
num_cat=0
split_feature=4 150 13 48 15 12
split_gain=1.50748e-05 2.00442e-05 3.44787e-05 2.77247e-05 3.48812e-05 6.86935e-05
threshold=0.27287000000000006 0.086615000000000011 -0.13710499999999998 0.083985000000000018 -0.016799999999999995 0.081420000000000006
decision_type=2 2 2 2 2 2
left_child=1 2 -1 4 -4 -6
right_child=-2 -3 3 -5 5 -7
leaf_value=-0.015448853666031357 0.0094723830275282757 -0.013960737255643958 -0.014258074333383747 0.018144572497478983 0.025400508096671333 -0.0054952393060135312
leaf_weight=0.0011398869562497076 0.0014048321863019755 0.0011511365992347327 0.0012119250719139362 0.0010652550835403372 0.0011309883573636255 0.0019786659474597219
leaf_count=131 352 270 564 373 171 1260
internal_value=0 -0.00179443 0.000351382 0.00369481 0.000132988 0.00574161
internal_weight=0 0.00767786 0.00652672 0.00538683 0.00432158 0.00310965
internal_count=3121 2769 2499 2368 1995 1431
is_linear=0
shrinkage=0.1


Tree=6499
num_leaves=8
num_cat=0
split_feature=4 16 2 2 52 0 52
split_gain=2.77517e-05 3.14035e-05 4.75267e-05 6.49755e-05 6.1369e-05 4.44978e-05 6.15961e-05
threshold=0.27287000000000006 -0.36241499999999999 0.10912000000000001 0.095195000000000016 -0.088204999999999992 -0.10607499999999999 0.08976000000000002
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 -6 -7
right_child=-2 2 -4 -5 5 6 -8
leaf_value=-0.00036284621560615018 0.00023415671352415061 -0.00038214882927160545 0.00031481601944027897 -0.00045561822509170485 0.00044205291807955033 -0.00029021076659963577 0.00035157642900625531
leaf_weight=0.0010733297242156411 0.0015733016005357011 0.0010766970789412725 0.0014487605288755999 0.0013734882613916002 0.0012972022799615656 0.001320395241726119 0.0010184036624409825
leaf_count=139 352 359 379 385 121 1006 380
internal_value=0 -4.90597e-05 -4.3618e-06 -8.03391e-05 2.90338e-05 0.000150794 -1.07518e-05
internal_weight=0 0.00860828 0.00753495 0.00608619 0.0047127 0.003636 0.0023388
internal_count=3121 2769 2630 2251 1866 1507 1386
is_linear=0
shrinkage=0.00196078


Tree=6500
num_leaves=7
num_cat=0
split_feature=1 15 15 15 42 4
split_gain=1.35344e-05 3.55047e-05 4.03491e-05 2.99878e-05 2.76056e-05 3.38988e-05
threshold=0.111945 -0.10324499999999999 -0.022504999999999997 -0.10324499999999999 0.086325000000000013 -0.084369999999999987
decision_type=2 2 2 2 2 2
left_child=1 -1 -3 -2 5 -4
right_child=3 2 4 -5 -6 -7
leaf_value=-0.019067455269535537 0.019533271074094003 0.015197108477246396 -0.0099249032828177611 -0.0027658061718329064 -0.017135985288674997 0.011784858398765044
leaf_weight=0.0010736849071670568 0.0010085891760960748 0.0014397183159441974 0.0014288312129447926 0.001499950500803614 0.0011843631846182993 0.0014482652085535588
leaf_count=287 258 732 470 239 601 534
internal_value=0 -0.00243374 0.000812719 0.00619981 -0.0042863 0.0010033
internal_weight=0 0.00657486 0.00550118 0.00250854 0.00406146 0.0028771
internal_count=3121 2624 2337 497 1605 1004
is_linear=0
shrinkage=0.1


Tree=6501
num_leaves=8
num_cat=0
split_feature=157 160 133 151 16 16 2
split_gain=1.56148e-05 5.64154e-05 6.37637e-05 6.12439e-05 7.7191e-05 9.28067e-05 5.54976e-05
threshold=-0.05495499999999999 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.0083949999999999979 -0.073404999999999984 0.38525000000000004 0.090425000000000019
decision_type=2 2 2 2 2 2 2
left_child=-1 -2 -3 -4 6 -6 -5
right_child=1 2 3 4 5 -7 -8
leaf_value=0.00022250751940178641 -0.00041958707292475035 -0.00039651708073490957 -0.0003092735641768947 9.8255395122760913e-05 -0.00031304606796717332 0.00043439738151027915 0.00068151286568244348
leaf_weight=0.001032573796633531 0.0012425500315425232 0.0011386435129078524 0.0011225067305417743 0.0010764558449925829 0.0017157280133251553 0.0010174083020474205 0.0015028821801033889
leaf_count=479 644 709 268 287 328 176 230
internal_value=0 -3.23442e-05 3.11879e-05 0.000106869 0.000194798 -3.48107e-05 0.000438097
internal_weight=0 0.00881617 0.00757362 0.00643498 0.00531247 0.00273314 0.00257934
internal_count=3121 2642 1998 1289 1021 504 517
is_linear=0
shrinkage=0.00196078


Tree=6502
num_leaves=7
num_cat=0
split_feature=51 4 15 4 4 13
split_gain=1.41857e-05 2.74978e-05 2.67927e-05 4.6015e-05 3.9029e-05 5.54516e-05
threshold=0.087505000000000013 0.36766000000000004 -0.016799999999999995 0.053925000000000008 -0.35136499999999998 -0.016469999999999995
decision_type=2 2 2 2 2 2
left_child=1 2 3 -1 -4 -6
right_child=-2 -3 4 -5 5 -7
leaf_value=0.0046929304718029245 -0.0094095912859923567 0.015929198327715218 -0.011808271315003954 -0.023472292562174098 -0.0058107922358181579 0.021296395721791362
leaf_weight=0.0011500680539333961 0.0013739182228444235 0.0011436993871739706 0.001157234870795987 0.0011703520057158054 0.0013165280201303754 0.0017682074144402423
leaf_count=606 435 309 158 296 788 529
internal_value=0 0.00162028 -0.000873496 -0.00951278 0.00385232 0.00972737
internal_weight=0 0.00770609 0.00656239 0.00232042 0.00424197 0.00308474
internal_count=3121 2686 2377 902 1475 1317
is_linear=0
shrinkage=0.1


Tree=6503
num_leaves=8
num_cat=0
split_feature=4 0 42 1 49 15 3
split_gain=4.41137e-05 9.69596e-05 4.26973e-05 9.71447e-05 6.7842e-05 0.000104624 7.56903e-05
threshold=-0.49013999999999996 -1.0000000180025095e-35 0.091295000000000015 0.077565000000000009 -0.006494999999999999 -0.016799999999999995 0.095270000000000007
decision_type=2 2 2 2 2 2 2
left_child=-1 2 3 -2 -5 6 -6
right_child=1 -3 -4 4 5 -7 -8
leaf_value=-0.00040050037819489806 -0.0005863747900868838 0.00057845750920155722 0.00025913842766394393 -0.00029775875873350795 0.00028404990632516382 0.00066750243422775981 -0.00039692432159955016
leaf_weight=0.0010015414060916819 0.0013093448042194667 0.0011031662412486877 0.0014977412513858378 0.0018435009131752833 0.0012538065788899062 0.0011040428193868053 0.0012563378348171075
leaf_count=169 1231 173 651 267 223 283 124
internal_value=0 3.24506e-05 -4.04293e-05 -0.000106732 8.33784e-06 0.00016447 -5.67806e-05
internal_weight=0 0.00936794 0.00826477 0.00676703 0.00545769 0.00361419 0.00251014
internal_count=3121 2952 2779 2128 897 630 347
is_linear=0
shrinkage=0.00196078


Tree=6504
num_leaves=8
num_cat=0
split_feature=16 4 0 13 49 15 0
split_gain=1.67069e-05 5.04551e-05 3.89202e-05 2.35577e-05 3.84308e-05 3.4394e-05 1.51688e-05
threshold=0.38525000000000004 -0.35136499999999998 -0.062764999999999974 -0.012549999999999997 -0.009244999999999998 -0.0040799999999999994 -0.14649999999999996
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 5 -5 -3 -6
right_child=-2 2 -4 4 6 -7 -8
leaf_value=-0.02238915994113648 0.01059275334770966 -0.0060765214652862788 0.019530030021039306 -0.022090864808026526 0.0094056978901142629 0.01735228743798 -0.0075244848970180845
leaf_weight=0.0010310863293084456 0.0012687064211233745 0.0012690004949959584 0.0010037250393262137 0.0011522661989144625 0.001017221276584792 0.0012377435933028039 0.0011030925410503924
leaf_count=142 311 832 283 161 127 692 573
internal_value=0 -0.0017792 0.00135371 -0.00180307 -0.00739083 0.00549181 0.000597776
internal_weight=0 0.00781414 0.00678305 0.00577932 0.00327258 0.00250674 0.00212031
internal_count=3121 2810 2668 2385 861 1524 700
is_linear=0
shrinkage=0.1


Tree=6505
num_leaves=8
num_cat=0
split_feature=42 43 133 13 4 48 12
split_gain=3.15513e-05 3.27941e-05 7.29673e-05 5.31149e-05 6.40776e-05 4.08259e-05 2.15025e-05
threshold=-1.0000000180025095e-35 -0.074359999999999996 1.0000000180025095e-35 -0.095304999999999987 -0.033174999999999989 0.086035000000000014 0.088365000000000013
decision_type=2 2 2 2 2 2 2
left_child=-1 2 -2 6 -5 -6 -3
right_child=1 3 -4 4 5 -7 -8
leaf_value=-0.00024382392784466525 0.00055730134795542419 0.00042617025450438921 -0.0001452618859077454 -0.00057459278148172109 0.00015105991330926244 -0.00032974811949173908 2.7660094564062174e-05
leaf_weight=0.0017381849019647263 0.0012819878479258372 0.0010379017081048473 0.0010209957778682995 0.0010552104665671148 0.0019866798662391033 0.0010315006854132616 0.0010443539258846828
leaf_count=862 339 226 564 639 288 111 92
internal_value=0 4.62259e-05 0.00024583 -2.8451e-05 -0.000158675 -1.32622e-05 0.000226298
internal_weight=0 0.00845863 0.00230298 0.00615565 0.00407339 0.00301818 0.00208226
internal_count=3121 2259 903 1356 1038 399 318
is_linear=0
shrinkage=0.00196078


Tree=6506
num_leaves=7
num_cat=0
split_feature=43 1 52 3 3 0
split_gain=2.87005e-05 4.57367e-05 9.98892e-05 0.000101578 5.53182e-05 5.22125e-05
threshold=-0.27207999999999993 0.10937500000000001 0.10160000000000001 0.090900000000000009 -0.080934999999999993 -0.11437499999999999
decision_type=2 2 2 2 2 2
left_child=-1 2 3 4 -2 -3
right_child=1 5 -4 -5 -6 -7
leaf_value=-0.00031520294488543785 0.00014220808173619112 1.9982286166306925e-06 -0.00055298850139166042 0.00055013553738776926 -0.0003242423558317577 0.00054252037435228724
leaf_weight=0.0010200340885391313 0.0019343968040099477 0.0015519683178546509 0.0012663577869542093 0.0012421711001707192 0.001976046444329943 0.0012329068756804207
leaf_count=144 1149 164 467 135 689 373
internal_value=0 3.14465e-05 -5.95968e-05 6.16641e-05 -9.35012e-05 0.000241296
internal_weight=0 0.00920385 0.00641897 0.00515261 0.00391044 0.00278488
internal_count=3121 2977 2440 1973 1838 537
is_linear=0
shrinkage=0.00196078


Tree=6507
num_leaves=7
num_cat=0
split_feature=42 43 3 16 48 16
split_gain=1.40716e-05 2.91011e-05 3.62715e-05 3.48815e-05 3.66856e-05 5.40093e-05
threshold=-1.0000000180025095e-35 -0.074359999999999996 -0.086769999999999986 0.15891500000000003 0.086035000000000014 -0.088159999999999988
decision_type=2 2 2 2 2 2
left_child=-1 2 -2 4 5 -3
right_child=1 3 -4 -5 -6 -7
leaf_value=-0.0087556895737413674 -0.0015198048723306695 0.022133291971332451 0.025156398576235875 -0.018634206928189134 -0.010709596176262715 -0.0049592764324993517
leaf_weight=0.0015420360939918795 0.0010105327334441441 0.0014424925799887388 0.0010284401217609657 0.0010307683629246066 0.0015460696140491316 0.001501962857496014
leaf_count=862 191 350 712 224 212 570
internal_value=0 0.00172602 0.0119354 -0.00204424 0.00176386 0.00831341
internal_weight=0 0.00756027 0.00203897 0.00552129 0.00449053 0.00294446
internal_count=3121 2259 903 1356 1132 920
is_linear=0
shrinkage=0.1


Tree=6508
num_leaves=9
num_cat=0
split_feature=0 1 15 12 12 0 52 16
split_gain=3.65295e-05 4.99293e-05 8.02361e-05 3.78054e-05 5.14527e-05 7.75746e-05 8.77138e-05 0.000158299
threshold=0.15398500000000004 0.077565000000000009 0.035560000000000008 -0.015429999999999998 0.10097500000000002 -0.084144999999999984 -0.0064899999999999992 -0.36241499999999999
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 -1 -3 5 6 -5 -8
right_child=-2 3 -4 4 -6 -7 7 -9
leaf_value=-0.0006785715914031066 0.00034273757250257505 0.00038541426877225889 4.4611682480172592e-05 -0.00035509327604512638 0.00036862690771493137 -0.00058586969385602053 -0.00025314916033212966 0.00080737805386396709
leaf_weight=0.0011078266163779811 0.001018420342370375 0.0010190944817753808 0.0012614921123583857 0.0014231796785623523 0.0010428939808246416 0.0010369835883459631 0.0010936184656404058 0.0010710971291248306
leaf_count=816 60 329 776 161 177 533 114 155
internal_value=0 -4.89408e-05 -0.000293528 3.77225e-05 -2.47943e-05 -0.000113509 2.30135e-05 0.000271598
internal_weight=0 0.00905619 0.00236932 0.00668687 0.00566777 0.00462488 0.0035879 0.00216472
internal_count=3121 3061 1592 1469 1140 963 430 269
is_linear=0
shrinkage=0.00196078


Tree=6509
num_leaves=7
num_cat=0
split_feature=16 43 1 13 2 4
split_gain=1.59258e-05 4.58813e-05 4.16798e-05 6.74251e-05 3.76987e-05 5.75092e-05
threshold=0.38525000000000004 0.08845500000000002 1.0000000180025095e-35 -0.0025349999999999995 0.11215000000000001 0.0061450000000000003
decision_type=2 2 2 2 2 2
left_child=1 2 -1 -4 5 -5
right_child=-2 -3 3 4 -6 -7
leaf_value=-0.012807917340618478 0.010318368936177685 -0.020281386837314785 0.021579986089081984 -0.01301596525914462 -0.018549642766134827 0.018657135867813764
leaf_weight=0.0015737310358380965 0.0012737521047884804 0.0011400628168877656 0.0017706580637061129 0.0010367633115966122 0.0010227511376005049 0.0012822946229353932
leaf_count=1312 311 292 737 227 125 117
internal_value=0 -0.00173898 0.00142269 0.00580318 -0.00255616 0.00449729
internal_weight=0 0.00782626 0.0066862 0.00511247 0.00334181 0.00231906
internal_count=3121 2810 2518 1206 469 344
is_linear=0
shrinkage=0.1


Tree=6510
num_leaves=7
num_cat=0
split_feature=13 16 43 47 49 12
split_gain=1.49173e-05 3.05947e-05 5.08041e-05 3.96692e-05 3.67442e-05 4.21745e-05
threshold=-0.23438999999999996 0.23311500000000004 -0.092909999999999979 0.092530000000000015 -0.054319999999999993 0.084100000000000022
decision_type=2 2 2 2 2 2
left_child=-1 2 -2 4 -4 -6
right_child=1 -3 3 -5 5 -7
leaf_value=0.010617321240974548 -0.021539020012774787 0.012953703261772762 -0.011233072354277217 -0.017576272428252958 0.020009886229134986 -0.0030887531627345559
leaf_weight=0.0011462153597035256 0.0013548326672455082 0.001223612967995078 0.0011238563684123136 0.0010224440681088701 0.0017851851761026911 0.0014185864404445837
leaf_count=169 386 417 240 196 463 1250
internal_value=0 -0.00158754 -0.00424125 0.000139171 0.00432462 0.00978212
internal_weight=0 0.00792852 0.0067049 0.00535007 0.00432763 0.00320377
internal_count=3121 2952 2535 2149 1953 1713
is_linear=0
shrinkage=0.1


Tree=6511
num_leaves=7
num_cat=0
split_feature=15 48 52 13 13 4
split_gain=1.37645e-05 2.76346e-05 4.12935e-05 4.45209e-05 3.45221e-05 2.22765e-05
threshold=-0.11713499999999999 0.092475000000000016 -0.088204999999999992 -0.015874999999999997 -0.099939999999999987 -0.033174999999999989
decision_type=2 2 2 2 2 2
left_child=-1 2 -2 4 -4 -5
right_child=1 -3 3 5 -6 -7
leaf_value=-0.0084302422062949196 -0.017013520050671339 0.016411577402642968 0.0042818877367660118 0.0014331041914054325 -0.021269922850500167 0.018863353021328473
leaf_weight=0.0016085319508955228 0.0012547510032815973 0.0010989155403841417 0.0011156546806241978 0.0013167355107482975 0.0010051254657833827 0.0016546018335987726
leaf_count=484 546 224 129 477 1003 258
internal_value=0 0.00177063 -0.000764346 0.00323962 -0.00782817 0.0111392
internal_weight=0 0.00744578 0.00634687 0.00509212 0.00212078 0.00297134
internal_count=3121 2637 2413 1867 1132 735
is_linear=0
shrinkage=0.1


Tree=6512
num_leaves=7
num_cat=0
split_feature=1 457 15 2 3 2
split_gain=1.68489e-05 3.33254e-05 5.58988e-05 3.89379e-05 5.55203e-05 7.09491e-05
threshold=0.12500000000000003 0.069910000000000014 0.088655000000000025 0.11293500000000002 0.088060000000000013 0.088225000000000012
decision_type=2 2 2 2 2 2
left_child=1 2 3 4 5 -1
right_child=-2 -3 -4 -5 -6 -7
leaf_value=-0.00021786689232305672 0.00019855812729336058 0.00027228692048367019 -0.00047905524881598408 0.00027285159606304929 -0.00045649146986978593 0.00034824227842132101
leaf_weight=0.0019555968925686002 0.0013242604652299499 0.0011405390845739879 0.0011788983556486558 0.0014116004121578988 0.0012296196240499449 0.001507094306438154
leaf_count=978 279 249 642 260 103 610
internal_value=0 -3.93647e-05 -8.81716e-05 -1.2677e-05 -9.85733e-05 2.85253e-05
internal_weight=0 0.00842335 0.00728281 0.00610391 0.00469231 0.00346269
internal_count=3121 2842 2593 1951 1691 1588
is_linear=0
shrinkage=0.00196078


Tree=6513
num_leaves=7
num_cat=0
split_feature=13 52 16 15 15 47
split_gain=1.34944e-05 3.66869e-05 4.26063e-05 3.50256e-05 4.95269e-05 4.53221e-05
threshold=-0.010384999999999998 -0.013374999999999998 -0.083539999999999989 0.024640000000000006 -0.037864999999999989 0.09055500000000001
decision_type=2 2 2 2 2 2
left_child=1 -1 -3 4 5 -2
right_child=3 2 -4 -5 -6 -7
leaf_value=0.020783011353095116 0.0030824080280309708 0.0081246738338196008 -0.017200219328121297 -0.019950208034487417 0.014655543132627531 -0.02381563966489204
leaf_weight=0.0010129058892407545 0.001550001785127886 0.0017678151486893189 0.0010642563732629891 0.0010227619234300257 0.0015806439944754053 0.0010513031699071274
leaf_count=637 379 647 636 443 262 117
internal_value=0 0.00444963 -0.0013921 -0.00336211 0.000694766 -0.00778829
internal_weight=0 0.00384498 0.00283207 0.00520471 0.00418195 0.0026013
internal_count=3121 1920 1283 1201 758 496
is_linear=0
shrinkage=0.1


Tree=6514
num_leaves=7
num_cat=0
split_feature=159 0 1 0 42 0
split_gain=4.27668e-05 5.35888e-05 0.000104262 4.9157e-05 6.40497e-05 5.21433e-05
threshold=-1.0000000180025095e-35 -0.20211999999999997 0.111945 -0.077999999999999986 0.08623500000000002 -0.014954999999999998
decision_type=2 2 2 2 2 2
left_child=-1 -2 3 4 -3 -5
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leaf_value=-0.00038038321542549752 -0.00029166274660629137 -0.00044788953004289324 0.00048902191516267412 0.00050923191568833686 0.00014802065033043451 -4.0160876623144797e-05
leaf_weight=0.0010570435600275154 0.0015987314792658717 0.001746878980370194 0.0019969226085253221 0.0010111527266375175 0.0011499345036370594 0.0019356471702083309
leaf_count=509 129 940 416 455 443 229
internal_value=0 3.55142e-05 0.000102227 -2.99508e-05 -0.000211334 0.000148355
internal_weight=0 0.00943927 0.00784054 0.00584361 0.00289681 0.0029468
internal_count=3121 2612 2483 2067 1383 684
is_linear=0
shrinkage=0.00196078


Tree=6515
num_leaves=7
num_cat=0
split_feature=13 48 1 48 0 16
split_gain=1.28056e-05 2.64938e-05 4.59505e-05 3.69003e-05 7.31521e-05 7.09536e-05
threshold=-0.23438999999999996 0.11077000000000002 0.111945 0.083985000000000018 -0.10224499999999999 -0.056919999999999991
decision_type=2 2 2 2 2 2
left_child=-1 2 3 4 -2 -6
right_child=1 -3 -4 -5 5 -7
leaf_value=0.0098372355525006474 -0.029781304479394245 -0.016487380211067659 0.016107885063129029 0.011547203731091972 0.013549599069312702 -0.017503136728129962
leaf_weight=0.0011454874288705412 0.0011326616837700212 0.0010235210463652609 0.0015194072708182831 0.0012384779281075509 0.0016930668701252984 0.0013014498561199188
leaf_count=169 275 142 302 366 960 907
internal_value=0 -0.00147574 0.000755864 -0.00359141 -0.00813418 5.37391e-05
internal_weight=0 0.00790858 0.00688506 0.00536566 0.00412718 0.00299452
internal_count=3121 2952 2810 2508 2142 1867
is_linear=0
shrinkage=0.1


Tree=6516
num_leaves=6
num_cat=0
split_feature=4 16 52 1 0
split_gain=1.17437e-05 3.0821e-05 3.0806e-05 3.52109e-05 3.00715e-05
threshold=0.24564500000000003 -0.092484999999999984 0.0031350000000000002 0.090405000000000013 -0.026509999999999995
decision_type=2 2 2 2 2
left_child=1 -1 3 -3 -4
right_child=-2 2 4 -5 -6
leaf_value=-0.013086028053610406 0.0068432677947043736 -0.017977778197502538 0.023337045313001525 0.0039722218538453726 -0.00029710132589932031
leaf_weight=0.0018352175537575954 0.0019440386283361595 0.0011836445327914325 0.0010437449859408822 0.0019102717768475946 0.0011118620565087015
leaf_count=430 426 908 753 530 74
internal_value=0 -0.00193083 0.001969 -0.00442522 0.0111466
internal_weight=0 0.00708474 0.00524952 0.00309392 0.00215561
internal_count=3121 2695 2265 1438 827
is_linear=0
shrinkage=0.1


Tree=6517
num_leaves=7
num_cat=0
split_feature=15 43 16 13 12 49
split_gain=1.22783e-05 2.60875e-05 4.43672e-05 5.42332e-05 2.47193e-05 7.42021e-05
threshold=-0.11713499999999999 -0.17390999999999998 0.22339500000000004 -0.094514999999999988 0.084100000000000022 -0.014169999999999999
decision_type=2 2 2 2 2 2
left_child=-1 -2 3 -3 5 -5
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leaf_value=-0.0079768636710132526 0.014580257382108039 0.022572575211307913 -0.018493451647339256 -0.016567628958888855 -0.012995991439958422 0.018859317538767278
leaf_weight=0.0016017645840040685 0.0012936596875902972 0.0011098506280762372 0.0011774949326087162 0.001036899960076129 0.0014204342033701683 0.0013755041419452995
leaf_count=484 184 237 385 192 1346 293
internal_value=0 0.00167798 -0.00104925 0.00310647 -0.0025302 0.0036321
internal_weight=0 0.00741384 0.00612018 0.00494269 0.00383284 0.0024124
internal_count=3121 2637 2453 2068 1831 485
is_linear=0
shrinkage=0.1


Tree=6518
num_leaves=8
num_cat=0
split_feature=42 43 150 2 0 3 12
split_gain=1.32701e-05 2.85944e-05 3.40743e-05 3.11912e-05 4.17159e-05 2.75826e-05 2.55524e-05
threshold=-1.0000000180025095e-35 -0.074359999999999996 0.081835000000000019 0.10005000000000001 -0.11991499999999998 -0.086769999999999986 0.082850000000000021
decision_type=2 2 2 2 2 2 2
left_child=-1 5 3 6 -5 -2 -3
right_child=1 2 -4 4 -6 -7 -8
leaf_value=-0.0085407685295916923 9.0069663394843583e-05 -0.0039901313200472101 0.01419205286407948 -0.012500148021938707 0.014152097979475566 0.023467959575534731 -0.026356856748571075
leaf_weight=0.0015229364725054088 0.0010017740664303816 0.0010417586378889101 0.0010427946454051257 0.0010861037547120339 0.0012786322803428393 0.0010170990095222255 0.0010021017320130823
leaf_count=862 191 193 182 109 305 712 567
internal_value=0 0.00170124 -0.00206383 -0.00590894 0.00191094 0.0118677 -0.0149565
internal_weight=0 0.00747026 0.00545139 0.0044086 0.00236474 0.00201887 0.00204386
internal_count=3121 2259 1356 1174 414 903 760
is_linear=0
shrinkage=0.1


Tree=6519
num_leaves=7
num_cat=0
split_feature=159 2 151 15 43 12
split_gain=5.89214e-05 4.05628e-05 6.15305e-05 9.13658e-05 8.67389e-05 5.12348e-05
threshold=-1.0000000180025095e-35 0.088225000000000012 -0.0083949999999999979 -0.074054999999999996 0.016310000000000002 0.091475000000000015
decision_type=2 2 2 2 2 2
left_child=-1 5 -3 -4 -5 -2
right_child=1 2 3 4 -6 -7
leaf_value=-0.00045674515345620553 -0.00033068863990279464 -0.00024685948779182195 0.0006963843337059937 -0.0001928542462767001 0.0004580630218214145 0.00017659086515477528
leaf_weight=0.0010043171749888847 0.0019566730122872792 0.0012248191065789352 0.0012623308520766608 0.0019139252707041153 0.0013368563335585154 0.0012573732854558781
leaf_count=509 953 291 417 500 163 288
internal_value=0 4.41194e-05 0.000142903 0.000248681 7.483e-05 -0.000132235
internal_weight=0 0.00895198 0.00573793 0.00451311 0.00325078 0.00321405
internal_count=3121 2612 1371 1080 663 1241
is_linear=0
shrinkage=0.00196078


Tree=6520
num_leaves=7
num_cat=0
split_feature=159 2 151 15 43 43
split_gain=5.40411e-05 4.79647e-05 6.00872e-05 9.49662e-05 8.67739e-05 4.2627e-05
threshold=-1.0000000180025095e-35 0.088225000000000012 -0.0083949999999999979 -0.074054999999999996 0.016310000000000002 -0.074359999999999996
decision_type=2 2 2 2 2 2
left_child=-1 5 -3 -4 -5 -2
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leaf_value=-0.00043179986897285398 8.2275704407858195e-05 -0.00023732494994037291 0.00070706708409687445 -0.00019106641324755167 0.00045754910595456524 -0.00036832898327042538
leaf_weight=0.0010358549320186568 0.0015649919804961833 0.0012243288976304251 0.0012706795463081734 0.0019291166276126463 0.0013465117263525589 0.0016668046959997952
leaf_count=509 514 291 417 500 163 727
internal_value=0 4.11251e-05 0.000148233 0.000252064 7.55598e-05 -0.000150124
internal_weight=0 0.00900243 0.00577064 0.00454631 0.00327563 0.0032318
internal_count=3121 2612 1371 1080 663 1241
is_linear=0
shrinkage=0.00196078


Tree=6521
num_leaves=7
num_cat=0
split_feature=16 15 47 0 4 43
split_gain=1.2753e-05 3.65132e-05 5.40499e-05 4.20232e-05 8.08143e-05 6.07866e-05
threshold=-0.48836499999999994 -0.11713499999999999 0.09550500000000002 -0.11013499999999998 -0.076229999999999978 -0.0030899999999999994
decision_type=2 2 2 2 2 2
left_child=-1 -2 3 -3 5 -5
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leaf_value=0.0086985994361941984 -0.019409305483547641 0.010272234383185697 0.021022667456299136 0.01606070888942094 -0.030716655463209147 -0.014224723148614143
leaf_weight=0.0014085058175140044 0.0010057624351703784 0.0016514896620612525 0.0011236160772961825 0.0013187980688871633 0.001169416116117481 0.0013322130811657513
leaf_count=274 345 255 169 596 1101 381
internal_value=0 -0.00166095 0.00104553 -0.00305662 -0.00881841 0.000841366
internal_weight=0 0.0076013 0.00659553 0.00547192 0.00382043 0.00265101
internal_count=3121 2847 2502 2333 2078 977
is_linear=0
shrinkage=0.1


Tree=6522
num_leaves=7
num_cat=0
split_feature=159 160 133 42 48 16
split_gain=1.39662e-05 6.38768e-05 4.62731e-05 6.81384e-05 5.74653e-05 6.68655e-05
threshold=0.076905000000000015 -1.0000000180025095e-35 -1.0000000180025095e-35 0.088060000000000013 0.086035000000000014 -0.078844999999999985
decision_type=2 2 2 2 2 2
left_child=1 -1 -3 4 5 -4
right_child=-2 2 3 -5 -6 -7
leaf_value=-0.023822848174227793 0.010347106882357017 -0.017646877357234352 0.026214330034432794 0.024164041506590662 -0.016969149881933456 -0.0051741363661411272
leaf_weight=0.0011049979582013732 0.0011316364363452179 0.0010078686042497651 0.0011396324980931115 0.0014688274389235796 0.0014516839934928783 0.0016778975067486587
leaf_count=684 527 666 243 441 210 350
internal_value=0 -0.00153587 0.0021148 0.00558588 -0.000805959 0.00752185
internal_weight=0 0.00785091 0.00674591 0.00573804 0.00426921 0.00281753
internal_count=3121 2594 1910 1244 803 593
is_linear=0
shrinkage=0.1


Tree=6523
num_leaves=7
num_cat=0
split_feature=13 48 1 48 0 16
split_gain=1.41662e-05 2.23947e-05 3.75677e-05 3.51155e-05 6.37394e-05 6.04019e-05
threshold=-0.23438999999999996 0.11077000000000002 0.111945 0.083985000000000018 -0.10224499999999999 -0.056919999999999991
decision_type=2 2 2 2 2 2
left_child=-1 2 3 4 -2 -6
right_child=1 -3 -4 -5 5 -7
leaf_value=0.010417924257887155 -0.028283918956823542 -0.015416931266351991 0.014458546403994708 0.011364402865854613 0.01226854204186483 -0.01658154361298584
leaf_weight=0.001132641467155829 0.0011154553587451664 0.0010134258458019832 0.0015053093834292968 0.0012300671332579156 0.0016752513004285898 0.0012803182986149163
leaf_count=169 275 142 302 366 960 907
internal_value=0 -0.00154819 0.000516771 -0.00344216 -0.00791599 -0.000228979
internal_weight=0 0.00781983 0.0068064 0.00530109 0.00407102 0.00295557
internal_count=3121 2952 2810 2508 2142 1867
is_linear=0
shrinkage=0.1


Tree=6524
num_leaves=7
num_cat=0
split_feature=4 16 15 48 15 16
split_gain=1.55779e-05 2.19036e-05 3.08671e-05 2.78941e-05 4.6533e-05 5.36968e-05
threshold=0.27287000000000006 -0.092484999999999984 -0.094549999999999981 0.084855000000000014 -0.0063699999999999989 0.15891500000000003
decision_type=2 2 2 2 2 2
left_child=1 2 -1 4 -3 -6
right_child=-2 3 -4 -5 5 -7
leaf_value=0.0033569611580412471 0.0097359984524752526 -0.019346951709939705 -0.019750876375537366 0.014987870617201277 0.016681372703698405 -0.011121156106142508
leaf_weight=0.0010145037846321261 0.0013802611654495957 0.0011373434792331153 0.0013437171572481528 0.0012270404771549644 0.0015993402326407455 0.0012280924900280473
leaf_count=187 352 625 317 404 1064 172
internal_value=0 -0.001818 -0.00980991 0.00181208 -0.00226564 0.00460537
internal_weight=0 0.00755004 0.00235822 0.00519182 0.00396478 0.00282743
internal_count=3121 2769 504 2265 1861 1236
is_linear=0
shrinkage=0.1


Tree=6525
num_leaves=7
num_cat=0
split_feature=42 160 151 4 160 13
split_gain=1.40761e-05 2.199e-05 4.36016e-05 5.2227e-05 3.1501e-05 4.49012e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.0083949999999999979 0.181285 1.0000000180025095e-35 -0.084154999999999994
decision_type=2 2 2 2 2 2
left_child=-1 -2 -3 4 5 -4
right_child=1 2 3 -5 -6 -7
leaf_value=-0.0088257781121632694 -0.0084665731561630094 -0.013654229308549587 -0.0070136800691134931 0.028319482446754453 -0.0118266974835902 0.019642658276445596
leaf_weight=0.0015107873444373697 0.0016358894744438286 0.001059821306651154 0.0010585796508263748 0.0010612793987036882 0.0010174757971657218 0.001567800868716103
leaf_count=862 828 300 259 189 244 439
internal_value=0 0.00176619 0.00466989 0.00879735 0.0031115 0.00889865
internal_weight=0 0.00740085 0.00576496 0.00470514 0.00364386 0.00262638
internal_count=3121 2259 1431 1131 942 698
is_linear=0
shrinkage=0.1


Tree=6526
num_leaves=7
num_cat=0
split_feature=159 160 52 2 2 43
split_gain=1.37864e-05 4.87805e-05 2.74195e-05 4.77373e-05 5.34876e-05 6.23189e-05
threshold=0.076905000000000015 -1.0000000180025095e-35 0.10347000000000002 0.10613000000000002 0.088225000000000012 -0.074359999999999996
decision_type=2 2 2 2 2 2
left_child=1 -1 3 4 5 -3
right_child=-2 2 -4 -5 -6 -7
leaf_value=-0.021140909534127447 0.010348990494625227 0.013083768130964679 0.015631590720826854 -0.015419229566063869 0.018622110760160952 -0.020507244829158035
leaf_weight=0.0010894304632777666 0.0011197167382547861 0.0010133769612929791 0.0011633188522514595 0.0016637293368591691 0.0016284125818449239 0.0012138606873961771
leaf_count=684 527 271 202 384 442 611
internal_value=0 -0.00151955 0.00167918 -0.00126157 0.00484752 -0.00522358
internal_weight=0 0.00777213 0.0066827 0.00551938 0.00385565 0.00222724
internal_count=3121 2594 1910 1708 1324 882
is_linear=0
shrinkage=0.1


Tree=6527
num_leaves=7
num_cat=0
split_feature=43 1 16 0 2 4
split_gain=1.52191e-05 3.62761e-05 5.56898e-05 5.66845e-05 2.63655e-05 1.96225e-05
threshold=-0.24021999999999996 0.11829500000000003 0.15891500000000003 -0.077999999999999986 0.088475000000000012 0.033845000000000007
decision_type=2 2 2 2 2 2
left_child=-1 2 3 4 -2 -6
right_child=1 -3 -4 -5 5 -7
leaf_value=-0.010783034481966847 -0.013202749274879331 0.01780301605536894 -0.021890259008308537 0.020441283042086901 0.014007221653132293 -0.0040012770542416053
leaf_weight=0.0011448087960693994 0.0015797982765716687 0.0011686214690477346 0.0010962085525812685 0.0013667105370228421 0.0010162881883105791 0.0014953272171433622
leaf_count=166 1043 350 399 519 389 255
internal_value=0 0.001572 -0.00132195 0.00280899 -0.00308097 0.0032856
internal_weight=0 0.00772295 0.00655433 0.00545812 0.00409141 0.00251162
internal_count=3121 2955 2605 2206 1687 644
is_linear=0
shrinkage=0.1


Tree=6528
num_leaves=7
num_cat=0
split_feature=13 43 0 2 2 1
split_gain=2.26163e-05 3.15377e-05 4.19873e-05 3.78164e-05 4.78426e-05 4.26761e-05
threshold=0.19762500000000002 -0.074359999999999996 -0.077999999999999986 0.088225000000000012 0.092365000000000017 0.10508500000000001
decision_type=2 2 2 2 2 2
left_child=1 2 -1 -3 -5 -6
right_child=-2 3 -4 4 5 -7
leaf_value=-4.6492749562236398e-05 -0.00027130390008686163 -0.00028755429020397232 0.0004852944276653177 0.00040921743640422306 -0.00029752662927712406 0.00013903614875712054
leaf_weight=0.0011119038980025114 0.0010849070112281785 0.001748078341849502 0.0011730238248274321 0.0010936147906815503 0.0015899573788766823 0.0018774718474058965
leaf_count=750 150 884 342 193 499 303
internal_value=0 2.91373e-05 0.000226513 -4.23449e-05 5.16347e-05 -6.11456e-05
internal_weight=0 0.00859405 0.00228493 0.00630912 0.00456104 0.00346743
internal_count=3121 2971 1092 1879 995 802
is_linear=0
shrinkage=0.00196078


Tree=6529
num_leaves=7
num_cat=0
split_feature=13 51 47 4 12 2
split_gain=1.44059e-05 2.56482e-05 3.87688e-05 5.96877e-05 0.000107769 3.97791e-05
threshold=-0.23438999999999996 0.087505000000000013 0.10813000000000002 0.19806500000000002 0.090020000000000017 0.088225000000000012
decision_type=2 2 2 2 2 2
left_child=-1 2 3 4 5 -2
right_child=1 -3 -4 -5 -6 -7
leaf_value=0.01056852412631875 -0.0043722366434719917 -0.014764861126696296 -0.017118562587995059 0.022214736409448724 -0.027957957842720062 0.018823607257290542
leaf_weight=0.0011214273820215424 0.0013627755348447235 0.0012358539623042114 0.0010041949909707134 0.0013839304043513859 0.0011386403776509424 0.0016160534458746999
leaf_count=169 879 388 132 315 815 423
internal_value=0 -0.00155868 0.000950073 0.00424822 -0.00179054 0.00821181
internal_weight=0 0.00774145 0.00650559 0.0055014 0.00411747 0.00297883
internal_count=3121 2952 2564 2432 2117 1302
is_linear=0
shrinkage=0.1


Tree=6530
num_leaves=8
num_cat=0
split_feature=16 160 16 52 0 48 12
split_gain=1.47076e-05 7.45341e-05 4.45103e-05 3.32003e-05 5.08947e-05 2.7325e-05 2.22888e-05
threshold=-0.008904999999999998 -0.063384999999999983 0.38525000000000004 0.090245000000000006 -0.11756999999999999 0.091220000000000009 0.088930000000000023
decision_type=2 2 2 2 2 2 2
left_child=3 -2 -3 4 5 -1 -6
right_child=1 2 -4 -5 6 -7 -8
leaf_value=-0.021314043565861286 0.02794920539588119 -0.015533316527976194 0.010947961612560697 -0.019575678964372113 0.0014640856472976139 0.0013106743905898842 0.022165248711765392
leaf_weight=0.0010989590527159913 0.0010093806745518088 0.0014689437954596553 0.0011176508069379442 0.0010217158444709301 0.0010573533020121896 0.0010380549856495169 0.0010236396395952095
leaf_count=216 322 483 284 591 675 96 454
internal_value=0 0.00490265 -0.00409093 -0.00340213 0.000515545 -0.0103241 0.011647
internal_weight=0 0.00359598 0.00258659 0.00523972 0.00421801 0.00213701 0.00208099
internal_count=3121 1089 767 2032 1441 312 1129
is_linear=0
shrinkage=0.1


Tree=6531
num_leaves=7
num_cat=0
split_feature=42 160 151 42 13 4
split_gain=1.56181e-05 2.10948e-05 3.73849e-05 4.45484e-05 4.24292e-05 4.15953e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.0083949999999999979 0.092145000000000019 -0.14819499999999997 0.0052350000000000009
decision_type=2 2 2 2 2 2
left_child=-1 -2 -3 4 -4 -6
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leaf_value=-0.0093436743522037 -0.0082015616836205955 -0.012247400517574412 -0.0028878520497107145 -0.0099223627842198042 0.0082621262568006552 0.033780766558753353
leaf_weight=0.0014921572198663873 0.0016164844941007495 0.0010556069727341091 0.0010753606003220547 0.0010148392580244009 0.0013012597432777999 0.0012545829616079245
leaf_count=862 828 300 114 414 464 139
internal_value=0 0.00188173 0.00474046 0.00860019 0.0137768 0.0207884
internal_weight=0 0.00731813 0.00570165 0.00464604 0.0036312 0.00255584
internal_count=3121 2259 1431 1131 717 603
is_linear=0
shrinkage=0.1


Tree=6532
num_leaves=7
num_cat=0
split_feature=16 160 16 16 48 1
split_gain=1.36718e-05 6.3886e-05 3.77524e-05 2.93777e-05 3.89097e-05 2.89188e-05
threshold=-0.008904999999999998 -0.063384999999999983 0.38525000000000004 -0.083134999999999987 0.085845000000000019 0.083135000000000014
decision_type=2 2 2 2 2 2
left_child=3 -2 -3 4 5 -1
right_child=1 2 -4 -5 -6 -7
leaf_value=-0.0033540927480244158 0.026139944798213174 -0.014179150406254511 0.01025851656149176 -0.015230592397817167 -0.012881173803754609 0.018384387348636674
leaf_weight=0.0011028337473946816 0.0010040322777695758 0.0014601275382810489 0.0011148097244597266 0.0014754582313786868 0.0012589121239664357 0.0013748633983945182
leaf_count=502 322 483 284 927 214 389
internal_value=0 0.0047439 -0.00359895 -0.00328303 0.00143466 0.0087085
internal_weight=0 0.00357897 0.00257494 0.00521207 0.00373661 0.0024777
internal_count=3121 1089 767 2032 1105 891
is_linear=0
shrinkage=0.1


Tree=6533
num_leaves=7
num_cat=0
split_feature=13 12 0 48 1 13
split_gain=1.73398e-05 2.83723e-05 4.05137e-05 5.21854e-05 4.55968e-05 5.06194e-05
threshold=-0.23438999999999996 -0.010834999999999999 -0.053834999999999994 0.085845000000000019 1.0000000180025095e-35 -0.0025349999999999995
decision_type=2 2 2 2 2 2
left_child=-1 -2 3 4 -3 -6
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leaf_value=0.00021652504580422396 0.00027171712587742967 -0.00022801222385965191 -0.00034538149423306622 -0.00029229190852713403 0.00060632068093330609 6.2611606019462044e-05
leaf_weight=0.001200093343652329 0.0010138318344617364 0.0010457429896419926 0.0016809329522628289 0.0016422435978716799 0.0010020416536274906 0.001919259329746249
leaf_count=169 345 1214 389 319 432 253
internal_value=0 -3.56233e-05 -7.83643e-05 1.65258e-06 0.000123337 0.00024911
internal_weight=0 0.00830405 0.00729022 0.00560929 0.00396704 0.0029213
internal_count=3121 2952 2607 2218 1899 685
is_linear=0
shrinkage=0.00196078


Tree=6534
num_leaves=9
num_cat=0
split_feature=0 16 16 160 43 52 2 2
split_gain=4.54426e-05 5.47544e-05 7.25126e-05 6.11832e-05 4.45028e-05 9.56534e-05 3.78879e-05 3.645e-05
threshold=0.15398500000000004 0.26799500000000004 0.013515000000000001 -1.0000000180025095e-35 -0.08756499999999999 0.077655000000000016 0.089885000000000007 0.10613000000000002
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -5 6 -6 -8
right_child=-2 -3 -4 4 5 -7 7 -9
leaf_value=-0.00049434974564594814 0.00038723383618623089 -0.00046741212360619429 0.00039055457555794943 -0.00035510967313096025 -0.00034250469679509443 0.00061271795239859861 0.00035746243254519634 -0.00016862899517006949
leaf_weight=0.0011567225828478626 0.0010106317390472944 0.0010712899967415561 0.0015174011548773 0.0010691640448897751 0.0012392328272773159 0.0010306627399327539 0.001006369450133488 0.0010190374733561704
leaf_count=720 60 349 383 296 431 509 182 191
internal_value=0 -5.10039e-05 4.49015e-06 -8.53423e-05 2.85061e-06 9.19522e-05 -7.24561e-05 9.27715e-05
internal_weight=0 0.00910988 0.00803859 0.00652119 0.00536447 0.0042953 0.00326464 0.00202541
internal_count=3121 3061 2712 2329 1609 1313 804 373
is_linear=0
shrinkage=0.00196078


Tree=6535
num_leaves=7
num_cat=0
split_feature=13 43 2 2 1 0
split_gain=1.88834e-05 2.76431e-05 4.65782e-05 4.67964e-05 3.94192e-05 3.83572e-05
threshold=0.19762500000000002 -0.074359999999999996 0.088225000000000012 0.092365000000000017 0.10508500000000001 -0.077999999999999986
decision_type=2 2 2 2 2 2
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right_child=-2 2 3 4 -6 -7
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leaf_weight=0.0010806287897080413 0.0010616261244736488 0.0017181692076292223 0.0010710800501435957 0.0015719858600312326 0.0018447013424471837 0.0011440925957338539
leaf_count=750 150 884 193 499 303 342
internal_value=0 2.93988e-05 -3.78255e-05 6.72823e-05 -4.48238e-05 0.000216923
internal_weight=0 0.00843066 0.00620594 0.00448777 0.00341669 0.00222472
internal_count=3121 2971 1879 995 802 1092
is_linear=0
shrinkage=0.00196078


Tree=6536
num_leaves=7
num_cat=0
split_feature=13 3 16 52 1 16
split_gain=1.46536e-05 2.48151e-05 3.64558e-05 0.000104139 4.06491e-05 4.26077e-05
threshold=-0.23438999999999996 0.10893000000000001 0.23311500000000004 0.090245000000000006 0.10337500000000001 -0.078844999999999985
decision_type=2 2 2 2 2 2
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leaf_value=0.010678626107469062 0.0085295022585549583 -0.01492231196504982 0.017883883818625514 -0.028188324292272016 0.020959727409528211 -0.015435967271585594
leaf_weight=0.0011172958817779665 0.0018612696596413915 0.0011797580421251501 0.0010522496731008545 0.001220436874670933 0.001155236498534609 0.0012334809339939442
leaf_count=169 707 111 397 666 272 799
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internal_weight=0 0.00770243 0.00652267 0.00547042 0.00424999 0.00309475
internal_count=3121 2952 2841 2444 1778 1506
is_linear=0
shrinkage=0.1


Tree=6537
num_leaves=8
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split_feature=42 51 49 42 4 4 4
split_gain=3.12957e-05 2.63356e-05 4.17173e-05 6.17399e-05 4.32834e-05 3.82967e-05 2.64567e-05
threshold=-1.0000000180025095e-35 -0.076794999999999988 -0.081404999999999991 0.091545000000000015 -1.0000000180025095e-35 0.24564500000000003 -0.27825499999999997
decision_type=2 2 2 2 2 2 2
left_child=-1 -2 -3 4 6 -6 -4
right_child=1 2 3 -5 5 -7 -8
leaf_value=-0.00025681840980820437 -0.00024295449127536591 0.00043447567742649145 0.0001036552511857375 -0.00040811780855759159 -0.00026974817212621616 0.00020190482423206878 0.00052833954509362677
leaf_weight=0.0016662074739548461 0.0011099321350710421 0.0010914536502857237 0.0011579484130621322 0.0010746210863705613 0.0014753898587535862 0.0012003724107780924 0.0010994827720729003
leaf_count=862 422 171 104 547 198 217 600
internal_value=0 3.79184e-05 8.18314e-05 1.77657e-05 0.000110538 -5.81602e-05 0.000310498
internal_weight=0 0.0082092 0.00709927 0.00600781 0.00493319 0.00267576 0.00225743
internal_count=3121 2259 1837 1666 1119 415 704
is_linear=0
shrinkage=0.00196078


Tree=6538
num_leaves=7
num_cat=0
split_feature=42 457 16 2 43 1
split_gain=1.54898e-05 2.02803e-05 2.84964e-05 4.56113e-05 6.90831e-05 2.99641e-05
threshold=-1.0000000180025095e-35 0.069910000000000014 -0.36241499999999999 0.11293500000000002 -0.074359999999999996 0.088485000000000022
decision_type=2 2 2 2 2 2
left_child=-1 2 -2 4 -4 -6
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leaf_value=-0.0093126138083548388 -0.012774901950867583 0.015054926238369112 0.016717229905208218 0.021138202671222711 -0.0017494529692357705 -0.023839908148083233
leaf_weight=0.0014939393926146289 0.0014088062728550999 0.0010050178918630907 0.001309184784605072 0.0011151664255276464 0.00136676274869577 0.0011149239277318708
leaf_count=862 291 222 627 267 527 325
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internal_weight=0 0.00731986 0.00631484 0.00490604 0.00379087 0.00248169
internal_count=3121 2259 2037 1746 1479 852
is_linear=0
shrinkage=0.1


Tree=6539
num_leaves=6
num_cat=0
split_feature=43 16 0 42 3
split_gain=1.33963e-05 3.45401e-05 5.28212e-05 3.47323e-05 3.7616e-05
threshold=-0.24021999999999996 0.22339500000000004 -0.077999999999999986 0.088060000000000013 0.090900000000000009
decision_type=2 2 2 2 2
left_child=-1 2 3 4 -2
right_child=1 -3 -4 -5 -6
leaf_value=-0.010163411204193437 -0.016208356961744122 -0.014021612515277587 0.018689201785228812 0.014892390506930942 0.0042950772769325997
leaf_weight=0.0011360110800646027 0.0017954576728335227 0.0012110783047202959 0.0018432650070414587 0.0010244169026002638 0.0017837250722486219
leaf_count=166 1169 414 696 453 223
internal_value=0 0.00147347 0.0043843 -0.00134333 -0.00599025
internal_weight=0 0.00765794 0.00644686 0.0046036 0.00357918
internal_count=3121 2955 2541 1845 1392
is_linear=0
shrinkage=0.1


Tree=6540
num_leaves=8
num_cat=0
split_feature=13 3 16 52 1 48 15
split_gain=1.21972e-05 2.27343e-05 3.30414e-05 9.56836e-05 3.90846e-05 4.82754e-05 1.82689e-05
threshold=-0.23438999999999996 0.10893000000000001 0.23311500000000004 0.090245000000000006 1.0000000180025095e-35 0.085130000000000025 -0.016799999999999995
decision_type=2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 6 -6
right_child=1 -3 -4 -5 5 -7 -8
leaf_value=0.0097667761875144948 -0.01128346880015685 -0.014239601303868364 0.017116230914637102 -0.027075716887559793 0.028977714711545133 -0.0068810448429374423 0.010182919327824374
leaf_weight=0.0011107808381406502 0.0011108849956206336 0.0011758719811031937 0.0010496849973179595 0.0012087483663831859 0.0010176488917958049 0.0010522850846549979 0.0010516037717121258
leaf_count=169 960 111 397 666 242 192 384
internal_value=0 -0.00144559 0.00087215 -0.00226158 0.00482515 0.0105578 0.0194261
internal_weight=0 0.00766673 0.00649086 0.00544117 0.00423242 0.00312154 0.00206925
internal_count=3121 2952 2841 2444 1778 818 626
is_linear=0
shrinkage=0.1


Tree=6541
num_leaves=6
num_cat=0
split_feature=13 16 0 16 16
split_gain=1.30275e-05 2.63591e-05 5.72695e-05 3.20346e-05 4.37176e-05
threshold=0.18141000000000002 0.22339500000000004 -0.077999999999999986 -0.088159999999999988 -0.27167499999999994
decision_type=2 2 2 2 2
left_child=1 2 3 4 -1
right_child=-2 -3 -4 -5 -6
leaf_value=-0.0054687633303034909 -0.010048493529114515 -0.012504186221059675 0.018661327869056055 -0.012454773231157444 0.020120117142864914
leaf_weight=0.0016904200263990086 0.0011291228175512149 0.0011480227481705041 0.001876127857079875 0.0018047290229884932 0.0011035039027173957
leaf_count=303 162 410 688 1108 450
internal_value=0 0.00146096 0.00393707 -0.00207003 0.00463796
internal_weight=0 0.0076228 0.00647478 0.00459865 0.00279392
internal_count=3121 2959 2549 1861 753
is_linear=0
shrinkage=0.1


Tree=6542
num_leaves=7
num_cat=0
split_feature=16 160 43 16 4 2
split_gain=2.2737e-05 6.07613e-05 3.92379e-05 2.62796e-05 4.21797e-05 4.31711e-05
threshold=-0.008904999999999998 -0.071139999999999995 -0.074359999999999996 -0.48836499999999994 0.053925000000000008 0.084055000000000005
decision_type=2 2 2 2 2 2
left_child=3 -2 -3 -1 5 -5
right_child=1 2 -4 4 -6 -7
leaf_value=0.00013707011867458726 0.00051284106645900593 0.00021115373367190521 -0.00024678692352981738 0.00026708887656827539 -0.00047652423577264493 -0.00021940922474429118
leaf_weight=0.0015128080491362151 0.001050437181645309 0.001324368686356679 0.00157468808163281 0.0011076702689401582 0.0011920690072138281 0.0019114140596615597
leaf_count=274 291 390 408 483 284 991
internal_value=0 0.000108809 -3.75871e-05 -8.4596e-05 -0.000164227 -4.09182e-05
internal_weight=0 0.00394949 0.00289906 0.00572396 0.00421115 0.00301908
internal_count=3121 1089 798 2032 1758 1474
is_linear=0
shrinkage=0.00196078


Tree=6543
num_leaves=8
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split_feature=4 16 2 48 15 3 52
split_gain=3.16045e-05 3.13464e-05 7.59886e-05 3.76988e-05 6.76435e-05 7.0555e-05 4.16512e-05
threshold=0.27287000000000006 -0.092484999999999984 0.092480000000000021 0.084855000000000014 -0.016799999999999995 0.092670000000000016 0.0031350000000000002
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 4 -3 6 -6
right_child=-2 3 -4 -5 5 -7 -8
leaf_value=4.3382891736263084e-05 0.0002643742672046074 -0.00049541267015220996 -0.00064887136477675804 0.00032100194628227119 -0.00037064329460077708 0.00051538899905369327 0.00016277367075396665
leaf_weight=0.0015565415007218432 0.0014705798783814653 0.0010238027642280254 0.0010021542758380519 0.0013404771455511168 0.0011521608310784491 0.0010017622039464602 0.0011002330772256306
leaf_count=311 352 469 193 404 675 88 629
internal_value=0 -4.78536e-05 -0.00022775 3.40729e-05 -5.58349e-05 8.24624e-05 -0.000110084
internal_weight=0 0.00817713 0.0025587 0.00561844 0.00427796 0.00325416 0.00225239
internal_count=3121 2769 504 2265 1861 1392 1304
is_linear=0
shrinkage=0.00196078


Tree=6544
num_leaves=7
num_cat=0
split_feature=16 4 2 2 13 0
split_gain=1.37359e-05 3.72964e-05 3.33732e-05 3.42536e-05 3.28801e-05 2.27234e-05
threshold=-0.48836499999999994 0.098655000000000007 0.10912000000000001 0.095195000000000016 -0.033284999999999988 -0.082184999999999994
decision_type=2 2 2 2 2 2
left_child=-1 2 3 4 -2 -6
right_child=1 -3 -4 -5 5 -7
leaf_value=0.0091360185396404236 -0.010386604574248642 -0.015716147529583096 0.016281916826337037 -0.016813952351941715 0.00090687800282588976 0.021145878649542569
leaf_weight=0.0013792341889664987 0.0011996457849045234 0.0015164492614425868 0.0012623059471281875 0.0011742762799498126 0.0012167576687062906 0.0010196069104316287
leaf_count=274 1063 291 357 362 405 369
internal_value=0 -0.00173507 0.00187519 -0.0020694 0.00296963 0.0101343
internal_weight=0 0.00738904 0.00587259 0.00461029 0.00343601 0.00223636
internal_count=3121 2847 2556 2199 1837 774
is_linear=0
shrinkage=0.1


Tree=6545
num_leaves=8
num_cat=0
split_feature=484 160 133 151 12 13 2
split_gain=1.83648e-05 3.22333e-05 4.83556e-05 5.50939e-05 5.64152e-05 7.74504e-05 7.33053e-05
threshold=0.084040000000000017 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.0083949999999999979 0.092355000000000007 -0.070304999999999992 0.092120000000000021
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -3 -4 5 -5 -7
right_child=-2 2 3 4 -6 6 -8
leaf_value=-0.00034861857612545895 0.0002416414707072604 -0.00038930877457299515 -0.00031911326685436369 0.0007591597916635904 -0.0001373201015005872 -0.00022228940411498729 0.00044620821196893564
leaf_weight=0.0011102024011821936 0.0010172031774340262 0.0010069741787759653 0.0011306220112902755 0.0010061503686980915 0.0016803614176231266 0.0012471748412389359 0.0012757890063829825
leaf_count=632 368 709 305 268 478 204 157
internal_value=0 -3.72156e-05 9.83996e-06 7.32353e-05 0.000158387 0.000299186 0.00011575
internal_weight=0 0.00845727 0.00734707 0.0063401 0.00520948 0.00352911 0.00252296
internal_count=3121 2753 2121 1412 1107 629 361
is_linear=0
shrinkage=0.00196078


Tree=6546
num_leaves=7
num_cat=0
split_feature=131 16 12 49 0 12
split_gain=1.69368e-05 4.03937e-05 7.66507e-05 8.18305e-05 4.97997e-05 4.67341e-05
threshold=0.081165000000000001 0.0065250000000000004 0.090020000000000017 -0.006494999999999999 -0.10224499999999999 0.09141500000000001
decision_type=2 2 2 2 2 2
left_child=1 2 3 -1 -5 -3
right_child=-2 5 -4 4 -6 -7
leaf_value=-0.00034356309724242913 -0.00024279226134103806 -8.8386401507624556e-06 -0.00048720507955180112 -2.4348990584268459e-05 0.00048464286355605373 0.00048647859299308507
leaf_weight=0.0013668749649636434 0.0010187244868970135 0.0016605460305866991 0.0013161884876150371 0.0014418111901807252 0.0015161990656630902 0.0013102215695212235
leaf_count=342 504 358 635 233 762 287
internal_value=0 2.45667e-05 -7.28856e-05 5.32039e-05 0.000236547 0.000209615
internal_weight=0 0.00861184 0.00564107 0.00432489 0.00295801 0.00297077
internal_count=3121 2617 1972 1337 995 645
is_linear=0
shrinkage=0.00196078


Tree=6547
num_leaves=7
num_cat=0
split_feature=4 16 15 48 15 16
split_gain=1.30499e-05 2.62611e-05 2.7669e-05 2.67683e-05 3.20755e-05 3.97549e-05
threshold=0.27287000000000006 -0.092484999999999984 -0.094549999999999981 0.084855000000000014 -0.0063699999999999989 0.15891500000000003
decision_type=2 2 2 2 2 2
left_child=1 2 -1 4 -3 -6
right_child=-2 3 -4 -5 5 -7
leaf_value=0.0020075009576474264 0.0090374074910997328 -0.015959216072068665 -0.02001891128726542 0.015222389258826031 0.014582401424546127 -0.0096209310392457656
leaf_weight=0.0010054456545419859 0.0013439227303853026 0.0011251880744115369 0.0013177555757506467 0.0012255306399750225 0.0015625499509361587 0.0011996839419430123
leaf_count=187 352 625 317 404 1064 172
internal_value=0 -0.00167016 -0.0104862 0.00233564 -0.00172697 0.00407049
internal_weight=0 0.00743615 0.0023232 0.00511295 0.00388742 0.00276223
internal_count=3121 2769 504 2265 1861 1236
is_linear=0
shrinkage=0.1


Tree=6548
num_leaves=7
num_cat=0
split_feature=13 12 0 48 0 4
split_gain=2.22005e-05 3.84733e-05 4.89684e-05 6.26867e-05 5.07553e-05 2.66303e-05
threshold=-0.23438999999999996 -0.010834999999999999 -0.053834999999999994 0.085845000000000019 -0.10011499999999998 0.09173000000000002
decision_type=2 2 2 2 2 2
left_child=-1 -2 3 4 5 -3
right_child=1 2 -4 -5 -6 -7
leaf_value=0.00024467055825774141 0.00031728273943356028 0.00052127735260137659 -0.00038519019373030512 -0.00032219406872123659 -0.00013851998104085953 0.00010617575140332956
leaf_weight=0.0011914612235562382 0.0010103999457989378 0.0011791363570837197 0.0016764175008618177 0.0016737009839000797 0.0016132389919932609 0.0011977767040307627
leaf_count=169 345 167 389 319 1590 142
internal_value=0 -4.14395e-05 -9.08182e-05 -3.68838e-06 0.000129911 0.000312099
internal_weight=0 0.00835067 0.00734027 0.00566385 0.00399015 0.00237691
internal_count=3121 2952 2607 2218 1899 309
is_linear=0
shrinkage=0.00196078


Tree=6549
num_leaves=7
num_cat=0
split_feature=50 16 160 52 16 12
split_gain=1.51901e-05 2.92656e-05 4.29189e-05 4.77167e-05 3.30116e-05 4.26261e-05
threshold=0.079410000000000008 -0.014034999999999997 -0.054789999999999998 0.091275000000000009 -0.48836499999999994 0.084100000000000022
decision_type=2 2 2 2 2 2
left_child=1 4 -3 -4 -1 -6
right_child=-2 2 3 -5 5 -7
leaf_value=0.0084800326212118807 -0.011459107008952488 0.025616298048527015 -0.010287990032075263 0.017546554433533257 -0.00050698539452156586 -0.025699963156858831
leaf_weight=0.0013847557905786708 0.0010273054997454881 0.0010090252698147888 0.0014876248747145166 0.0010510179098905334 0.0017146208288982402 0.0011040652098599014
leaf_count=274 609 372 672 58 309 827
internal_value=0 0.00148154 0.00817003 0.00123573 -0.00416348 -0.0103749
internal_weight=0 0.00775111 0.00354767 0.00253864 0.00420344 0.00281869
internal_count=3121 2512 1102 730 1410 1136
is_linear=0
shrinkage=0.1


Tree=6550
num_leaves=8
num_cat=0
split_feature=50 4 16 2 52 0 12
split_gain=1.23229e-05 2.43974e-05 2.60711e-05 7.65261e-05 4.77659e-05 5.53469e-05 1.19973e-05
threshold=0.079410000000000008 0.36766000000000004 -0.014034999999999997 0.092365000000000017 0.096795000000000006 -0.053834999999999994 0.084100000000000022
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 6 5 -4 -1
right_child=-2 -3 4 -5 -6 -7 -8
leaf_value=0.011159469366639398 -0.010326811781496912 0.015313880991073021 0.012275516467805508 -0.027571867385837528 0.021944840420776504 -0.019592554533923789 -0.0037949835814525198
leaf_weight=0.0011323358009607319 0.0010260233787669232 0.0010751971384639703 0.0011138221558108319 0.0011848842600076068 0.0011395787834347264 0.0010671044761814557 0.0010194482247693254
leaf_count=170 609 303 669 398 114 263 595
internal_value=0 0.00133682 -0.000920613 -0.00716343 0.00535259 -0.0033172 0.00407452
internal_weight=0 0.00773237 0.00665717 0.00333667 0.00332051 0.00218093 0.00215178
internal_count=3121 2512 2209 1163 1046 932 765
is_linear=0
shrinkage=0.1


Tree=6551
num_leaves=7
num_cat=0
split_feature=133 160 151 12 52 4
split_gain=1.13632e-05 5.31067e-05 4.49945e-05 4.7041e-05 6.43433e-05 6.58779e-05
threshold=-0.085499999999999979 -1.0000000180025095e-35 -0.0083949999999999979 0.092355000000000007 0.077655000000000016 0.053180000000000012
decision_type=2 2 2 2 2 2
left_child=-1 -2 -3 4 5 -4
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leaf_value=0.0097426991811998889 -0.017658729319690172 -0.015808414975863057 -0.013615165299630161 -0.0068783625722591323 0.032827911142981385 0.020887575562833424
leaf_weight=0.0010476302519259401 0.001586370364909267 0.0010636919240686717 0.0011044969543752147 0.0016727303354376099 0.0011502261456836161 0.0011090771664857371
leaf_count=488 866 318 383 545 331 190
internal_value=0 -0.00135908 0.00287967 0.0068265 0.0136416 0.0036719
internal_weight=0 0.00768659 0.00610022 0.00503653 0.0033638 0.00221357
internal_count=3121 2633 1767 1449 904 573
is_linear=0
shrinkage=0.1


Tree=6552
num_leaves=8
num_cat=0
split_feature=4 43 0 4 4 2 15
split_gain=3.96618e-05 8.39304e-05 6.50309e-05 5.94187e-05 8.65899e-05 4.3296e-05 4.27266e-05
threshold=-0.49405499999999997 -0.24021999999999996 1.0000000180025095e-35 -0.064054999999999987 -0.0016099999999999997 0.089775000000000008 -0.10324499999999999
decision_type=2 2 2 2 2 2 2
left_child=-1 -2 3 -3 -5 -6 -7
right_child=1 2 -4 4 5 6 -8
leaf_value=-0.00037740080619041441 -0.00050358722573955151 -0.00030428197944003097 0.00054247640660212335 0.00062545474646426031 -0.0002676468531069808 0.00036338473758825985 -8.7435021006174751e-05
leaf_weight=0.0010051298034445917 0.0010052274739510278 0.0016041717350600533 0.0010910653759089745 0.0010712417403555066 0.0014967085745969388 0.0016004575874659136 0.0016329195094175668
leaf_count=156 156 942 183 730 340 272 342
internal_value=0 3.21801e-05 9.55666e-05 2.97226e-05 0.000122081 8.0798e-06 0.000135712
internal_weight=0 0.00950179 0.00849656 0.0074055 0.00580133 0.00473009 0.00323338
internal_count=3121 2965 2809 2626 1684 954 614
is_linear=0
shrinkage=0.00196078


Tree=6553
num_leaves=8
num_cat=0
split_feature=0 0 52 52 0 15 2
split_gain=2.35962e-05 4.59503e-05 6.25345e-05 6.07173e-05 3.65612e-05 5.98826e-05 1.68016e-06
threshold=1.0000000180025095e-35 -0.053834999999999994 -0.081429999999999989 -0.0064899999999999992 -0.10011499999999998 -0.09095499999999998 0.10584500000000001
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 -4 5 -5 -2
right_child=6 -3 3 4 -6 -7 -8
leaf_value=0.00040271140828043424 0.00023962331397419525 -0.00043923709362629523 -0.00048855276537861233 -6.1374279411760018e-05 -0.0002162318234361575 0.00052734135911045705 0.00012628323165912101
leaf_weight=0.0012353347485294028 0.0010040163248339071 0.0010393882412212683 0.0011402253298637638 0.0018440356642361096 0.0016369641186424946 0.0010383055526345143 0.0010074125624941182
leaf_count=525 200 203 381 227 1284 176 125
internal_value=0 -5.49155e-05 3.02029e-06 -8.42223e-05 1.77906e-05 0.000150699 0.000182858
internal_weight=0 0.00793425 0.00689487 0.00565953 0.00451931 0.00288234 0.00201143
internal_count=3121 2796 2593 2068 1687 403 325
is_linear=0
shrinkage=0.00196078


Tree=6554
num_leaves=7
num_cat=0
split_feature=457 15 42 2 4 16
split_gain=2.01647e-05 3.6264e-05 3.58e-05 5.78198e-05 3.39282e-05 6.16768e-05
threshold=0.069910000000000014 0.088655000000000025 -0.084624999999999992 0.088475000000000012 0.055260000000000011 0.15891500000000003
decision_type=2 2 2 2 2 2
left_child=1 2 -1 -4 5 -5
right_child=-2 -3 3 4 -6 -7
leaf_value=0.00034642065786753769 0.00023024091422192553 -0.00034190414269021275 -0.00032503830006126109 0.00052385774685982124 -0.00013206725937319071 -9.9671265447272319e-05
leaf_weight=0.0010635965946159337 0.0012112010384996959 0.0012963020714131098 0.0019140330496387435 0.0013105346849352473 0.0016193303373407356 0.0011408627389441193
leaf_count=350 267 662 907 333 370 232
internal_value=0 -4.04967e-05 1.49368e-05 -4.39737e-05 8.81813e-05 0.000233672
internal_weight=0 0.00834466 0.00704836 0.00598476 0.00407073 0.0024514
internal_count=3121 2854 2192 1842 935 565
is_linear=0
shrinkage=0.00196078


Tree=6555
num_leaves=7
num_cat=0
split_feature=457 15 43 2 16 3
split_gain=1.28789e-05 2.52843e-05 2.67929e-05 6.06156e-05 4.62251e-05 2.92097e-05
threshold=0.069910000000000014 1.0000000180025095e-35 -0.04890499999999999 0.098260000000000014 -0.034884999999999992 -0.078934999999999991
decision_type=2 2 2 2 2 2
left_child=1 2 5 -4 -5 -1
right_child=-2 -3 3 4 -6 -7
leaf_value=-0.00078773024968634045 0.010056923108377224 -0.011181314013060731 -0.018166348358824008 0.023127020996107989 -0.0066229376664622966 0.023206046755335816
leaf_weight=0.0010225167703419749 0.001104273104467101 0.001993784130925348 0.0015552586600666657 0.0010207754806560818 0.0010694857789445512 0.0010071050619561614
leaf_count=578 267 1167 358 200 196 355
internal_value=0 -0.00149391 0.00190946 -0.00321738 0.0079054 0.0111181
internal_weight=0 0.00766893 0.00567514 0.00364552 0.00209026 0.00202962
internal_count=3121 2854 1687 754 396 933
is_linear=0
shrinkage=0.1


Tree=6556
num_leaves=8
num_cat=0
split_feature=1 484 457 52 1 2 16
split_gain=2.65974e-05 3.82274e-05 5.19097e-05 3.92661e-05 5.39199e-05 5.57601e-05 3.73186e-05
threshold=0.12500000000000003 0.084040000000000017 0.045365000000000009 -1.0000000180025095e-35 0.09253500000000002 0.10097500000000002 -0.079109999999999986
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 -1 5 6 -5
right_child=-2 -3 -4 4 -6 -7 -8
leaf_value=-0.0004694432835165034 0.00024804608122234968 0.00031002397329152499 0.00031412989487366303 -7.8757767834873338e-06 -0.00035232370863052951 -0.00030906319347323829 0.00048871784862595591
leaf_weight=0.0012753182822622016 0.0013408600335831833 0.0010071813666619354 0.00102357075624597 0.0012071963114049858 0.0018828559775891434 0.001071002604519753 0.0011230858229337513
leaf_count=771 279 321 218 685 310 199 338
internal_value=0 -4.88839e-05 -9.65542e-05 -0.000160639 -8.61101e-05 6.12583e-05 0.000231459
internal_weight=0 0.00859021 0.00758303 0.00655946 0.00528414 0.00340128 0.00233028
internal_count=3121 2842 2521 2303 1532 1222 1023
is_linear=0
shrinkage=0.00196078


Tree=6557
num_leaves=8
num_cat=0
split_feature=43 13 16 16 2 15 16
split_gain=2.99382e-05 5.10414e-05 4.24263e-05 4.28465e-05 5.0215e-05 0.000106322 4.34985e-05
threshold=-0.27207999999999993 0.016935000000000002 0.22339500000000004 -0.014034999999999997 0.092365000000000017 -0.10324499999999999 -0.091114999999999988
decision_type=2 2 2 2 2 2 2
left_child=-1 2 3 4 6 -6 -2
right_child=1 -3 -4 -5 5 -7 -8
leaf_value=-0.00032593598366162304 0.00034491938845076559 0.00037772136611505074 -0.00039066412474601559 0.00029635184522293145 0.00018251332637355476 -0.00065817727021041147 -0.00016813303071318923
leaf_weight=0.0010144341419342203 0.0014628397391044101 0.0013715827435113329 0.0010931025765393695 0.0016837558853348413 0.0010634140812938546 0.0012680516480302643 0.0011231613390654729
leaf_count=144 377 363 306 665 202 363 701
internal_value=0 2.92558e-05 -3.28614e-05 2.63875e-05 -6.60491e-05 -0.000274727 0.000122089
internal_weight=0 0.00906591 0.00769433 0.00660122 0.00491747 0.00233147 0.002586
internal_count=3121 2977 2614 2308 1643 565 1078
is_linear=0
shrinkage=0.00196078


Tree=6558
num_leaves=6
num_cat=0
split_feature=15 0 0 4 43
split_gain=1.27927e-05 2.7238e-05 6.17293e-05 3.81935e-05 2.03068e-05
threshold=-0.11713499999999999 -0.10011499999999998 -0.13455999999999999 -0.0029599999999999995 -0.0030899999999999994
decision_type=2 2 2 2 2
left_child=-1 2 -2 4 -3
right_child=1 3 -4 -5 -6
leaf_value=-0.0082721356638486409 -0.0020571368311931883 0.010119738160818884 0.028477468020487548 -0.018862598900919639 -0.00565238391074524
leaf_weight=0.0015567616074915044 0.0017665017058883662 0.0016531846002659878 0.0010589712340397881 0.0011495555188336514 0.0016126088690982172
leaf_count=484 285 1217 144 444 547
internal_value=0 0.00171997 0.00938706 -0.00318636 0.00233166
internal_weight=0 0.00724082 0.00282547 0.00441535 0.00326579
internal_count=3121 2637 429 2208 1764
is_linear=0
shrinkage=0.1


Tree=6559
num_leaves=8
num_cat=0
split_feature=160 16 133 0 0 12 52
split_gain=1.74403e-05 6.26187e-05 5.27772e-05 6.04224e-05 7.56208e-05 5.75386e-05 0.0001406
threshold=-1.0000000180025095e-35 -0.0007049999999999999 -1.0000000180025095e-35 -0.18113999999999997 -0.10607499999999999 0.091545000000000015 0.083680000000000018
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -2 -4 -5 6 -6
right_child=2 -3 3 4 5 -7 -8
leaf_value=-0.00051618458708842891 -0.00035810239180825669 0.00017470950206991729 -0.00024173264597918137 0.00067508849234196029 -0.00014394468514182247 -0.00019670939875608996 0.000814962248450688
leaf_weight=0.0010119258739216385 0.0011340775653160612 0.0010055357032557896 0.0015328519209259484 0.0010361061786906501 0.0013384756001935932 0.0016767676708699299 0.0010483299512388461
leaf_count=686 712 284 121 188 486 510 134
internal_value=0 -0.000171832 3.27883e-05 9.96256e-05 0.00020223 8.16638e-05 0.000277225
internal_weight=0 0.00201746 0.00776661 0.00663253 0.00509968 0.00406357 0.00238681
internal_count=3121 970 2151 1439 1318 1130 620
is_linear=0
shrinkage=0.00196078


Tree=6560
num_leaves=8
num_cat=0
split_feature=47 16 43 52 0 0 16
split_gain=2.35362e-05 5.94564e-05 5.13524e-05 6.3885e-05 8.40728e-05 4.20531e-05 4.4955e-05
threshold=0.12209500000000001 -0.48836499999999994 -0.17390999999999998 0.10160000000000001 -0.046359999999999991 -0.22491999999999998 -0.056919999999999991
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 -4 -7
right_child=-2 2 3 -5 -6 6 -8
leaf_value=0.00039728480246022519 -0.00029654758871227243 0.00032843022152939248 0.00017375162119413379 -0.0005416505060300594 0.00041212118913467027 -7.6770249290454082e-05 -0.00057389823299242504
leaf_weight=0.0013559118726120074 0.0010084512497667711 0.0011663321977197398 0.0010076657505795348 0.0011303257015549137 0.0012645308557714908 0.0016129230667149927 0.0012347451404699243
leaf_count=251 97 185 67 461 312 917 831
internal_value=0 1.97529e-05 -4.92686e-05 -0.00011975 -2.6606e-05 -0.000170506 -0.000292324
internal_weight=0 0.00877243 0.00741652 0.00625019 0.00511986 0.00385533 0.00284767
internal_count=3121 3024 2773 2588 2127 1815 1748
is_linear=0
shrinkage=0.00196078


Tree=6561
num_leaves=8
num_cat=0
split_feature=43 133 42 2 13 2 12
split_gain=2.79231e-05 4.7778e-05 7.12385e-05 7.62639e-05 6.89291e-05 4.86063e-05 3.19315e-05
threshold=-0.09225499999999999 0.089755000000000015 0.084050000000000014 0.084055000000000005 -0.012549999999999997 0.10467500000000002 0.091475000000000015
decision_type=2 2 2 2 2 2 2
left_child=6 2 3 -2 -5 -6 -1
right_child=1 -3 -4 4 5 -7 -8
leaf_value=-0.00045277252140599872 0.00054059062340384089 0.00041394873756330435 -0.00040584507605128712 0.00039436668875278018 -0.00051388660879746141 1.3599497657378675e-05 2.3795746820145054e-05
leaf_weight=0.0010306105895376096 0.0011317931549495522 0.0011697509633450502 0.0014113061488601163 0.0010311865211931376 0.0011245610791088098 0.0016675550796207712 0.0011367551324864473
leaf_count=260 324 502 859 330 368 262 216
internal_value=0 4.97241e-05 -1.71978e-05 9.34964e-05 -3.88547e-05 -0.000198852 -0.000202819
internal_weight=0 0.00753615 0.0063664 0.0049551 0.0038233 0.00279212 0.00216737
internal_count=3121 2645 2143 1284 960 630 476
is_linear=0
shrinkage=0.00196078


Tree=6562
num_leaves=7
num_cat=0
split_feature=43 133 42 2 13 2
split_gain=1.40738e-05 4.21571e-05 5.62882e-05 6.22097e-05 4.77495e-05 3.0304e-05
threshold=-0.09225499999999999 0.089755000000000015 0.084050000000000014 0.084055000000000005 -0.00096999999999999983 0.10559
decision_type=2 2 2 2 2 2
left_child=-1 2 3 -2 -5 -6
right_child=1 -3 -4 4 5 -7
leaf_value=-0.0075285289659035338 0.025498803576927145 0.02021831400536863 -0.019858364754580971 0.01598724908840882 -0.023263943501129633 -0.00076132132638816196
leaf_weight=0.0019646063608414685 0.0010316093551579557 0.0010788824395776284 0.0012758445207076948 0.001000122820541122 0.0010072399461601715 0.0014746069026785411
leaf_count=476 324 502 859 490 251 219
internal_value=0 0.0020698 -0.00131225 0.00393014 -0.00246005 -0.00989385
internal_weight=0 0.00686831 0.00578942 0.00451358 0.00348197 0.00248185
internal_count=3121 2645 2143 1284 960 470
is_linear=0
shrinkage=0.1


Tree=6563
num_leaves=6
num_cat=0
split_feature=52 52 2 0 1
split_gain=1.36765e-05 3.54384e-05 2.73276e-05 4.13477e-05 5.68609e-05
threshold=-0.081429999999999989 -0.0064899999999999992 0.11704500000000001 -0.10607499999999999 0.079415000000000013
decision_type=2 2 2 2 2
left_child=-1 -2 3 -3 -5
right_child=1 2 -4 4 -6
leaf_value=0.0075461992795966028 -0.017561041360791715 0.018683885536642054 -0.013395271719854652 0.0087853625481892177 -0.018349922709013235
leaf_weight=0.0018644285401252887 0.0012216968264202824 0.0014237387423539864 0.0010478653027836118 0.0019887423921507051 0.0012624246216879119
leaf_count=771 438 265 242 917 488
internal_value=0 -0.00209999 0.00120064 0.00447226 -0.00175124
internal_weight=0 0.00694447 0.00572277 0.00467491 0.00325117
internal_count=3121 2350 1912 1670 1405
is_linear=0
shrinkage=0.1


Tree=6564
num_leaves=7
num_cat=0
split_feature=131 150 15 4 12 3
split_gain=2.54989e-05 3.41816e-05 5.7636e-05 6.88228e-05 4.01422e-05 3.48018e-05
threshold=0.084390000000000007 0.081835000000000019 -0.037864999999999989 -0.064054999999999987 0.088305000000000008 0.095270000000000007
decision_type=2 2 2 2 2 2
left_child=1 2 5 4 -4 -1
right_child=-2 -3 3 -5 -6 -7
leaf_value=-4.8393039509349116e-05 -0.00030042760039281351 0.00028911192031204 -0.00032498597365543879 0.00042278313887579951 0.0001276429714418993 -0.00050038103295051639
leaf_weight=0.0013841185205132191 0.0010220822834577726 0.0015702463487712037 0.0013599671948114633 0.0016510130121455361 0.0016887438416664971 0.0012432306311890976
leaf_count=759 492 361 518 335 536 120
internal_value=0 2.65825e-05 -2.96796e-05 0.000100348 -7.42655e-05 -0.000262268
internal_weight=0 0.00889732 0.00732707 0.00469972 0.00304871 0.00262735
internal_count=3121 2629 2268 1389 1054 879
is_linear=0
shrinkage=0.00196078


Tree=6565
num_leaves=7
num_cat=0
split_feature=457 1 4 3 15 47
split_gain=1.32843e-05 2.58929e-05 4.52926e-05 4.53662e-05 2.89105e-05 2.26839e-05
threshold=0.069910000000000014 0.111945 -0.0029599999999999995 -0.078934999999999991 -0.10091499999999999 0.089360000000000009
decision_type=2 2 2 2 2 2
left_child=1 2 3 -1 -4 -3
right_child=-2 5 4 -5 -6 -7
leaf_value=-0.0085463229897895787 0.010167942118019553 0.018738955547382502 -0.0054174845533122452 0.015020836208830166 -0.028459937720916803 -0.0015580220767825832
leaf_weight=0.0017955687506513373 0.0011102423245219215 0.0010000638440945831 0.0011424384962629263 0.0014984482240812194 0.0010403364067271797 0.0012252163401923095
leaf_count=1269 267 311 209 495 426 144
internal_value=0 -0.00153249 -0.00522836 0.00217438 -0.0163998 0.00756365
internal_weight=0 0.00770207 0.00547679 0.00329402 0.00218277 0.00222528
internal_count=3121 2854 2399 1764 635 455
is_linear=0
shrinkage=0.1


Tree=6566
num_leaves=6
num_cat=0
split_feature=150 15 3 4 43
split_gain=1.17676e-05 2.74876e-05 3.29344e-05 3.26108e-05 2.75693e-05
threshold=0.081835000000000019 -0.037864999999999989 0.095270000000000007 -0.064054999999999987 -0.0030899999999999994
decision_type=2 2 2 2 2
left_child=1 2 -1 4 -3
right_child=-2 3 -4 -5 -6
leaf_value=-0.00059076473362913425 0.0078833907275857439 0.0073197063116437477 -0.022870409306568407 0.014432070276793966 -0.012310850018162215
leaf_weight=0.0016393145908886802 0.0015408347780061157 0.0013218415935865558 0.0011146083813035577 0.0016190525923727985 0.0015594250472236585
leaf_count=957 420 710 144 397 493
internal_value=0 -0.00173913 -0.00960811 0.00307621 -0.00330492
internal_weight=0 0.00725424 0.00275392 0.00450032 0.00288127
internal_count=3121 2701 1101 1600 1203
is_linear=0
shrinkage=0.1


Tree=6567
num_leaves=8
num_cat=0
split_feature=1 484 457 52 43 12 0
split_gain=2.47682e-05 4.03633e-05 4.66797e-05 3.62709e-05 5.57598e-05 9.4045e-05 4.97413e-05
threshold=0.13146500000000003 0.084040000000000017 0.045365000000000009 -1.0000000180025095e-35 -0.15582499999999996 0.090840000000000018 -0.10224499999999999
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 -1 -5 6 -6
right_child=-2 -3 -4 4 5 -7 -8
leaf_value=-0.00043571976382442536 0.00026742572044223339 0.0003265031498732326 0.0002968806291431555 0.00031274849951669136 -0.00026113310681738592 -0.00057357067421251256 0.00025477627569664354
leaf_weight=0.0013616167398833711 0.0011033069914403891 0.0010041087777214576 0.0010386218538728327 0.0011178901246409198 0.0012797552081301412 0.001515367063637519 0.0016383257361487933
leaf_count=786 234 328 218 133 191 582 649
internal_value=0 -4.393e-05 -9.07076e-05 -0.00014894 -7.85994e-05 -0.000177277 2.85188e-05
internal_weight=0 0.00895569 0.00795158 0.00691295 0.00555134 0.00443345 0.00291808
internal_count=3121 2887 2559 2341 1555 1422 840
is_linear=0
shrinkage=0.00196078


Tree=6568
num_leaves=6
num_cat=0
split_feature=43 43 12 160 0
split_gain=1.39482e-05 3.46297e-05 3.10751e-05 4.77792e-05 3.86723e-05
threshold=-0.09225499999999999 -0.074359999999999996 0.090020000000000017 1.0000000180025095e-35 -0.10224499999999999
decision_type=2 2 2 2 2
left_child=-1 -2 3 4 -3
right_child=1 2 -4 -5 -6
leaf_value=-0.0074857462603817281 0.01924791887199042 -0.00040112719673380669 -0.013490472911592763 -0.015311516694351249 0.021291857139690028
leaf_weight=0.0019637361668509894 0.0010022737130497951 0.0018572441299497119 0.0014627637371186133 0.0010448849082470833 0.0014740062381630112
leaf_count=476 756 271 741 164 713
internal_value=0 0.0020755 -0.000872221 0.00334555 0.00919755
internal_weight=0 0.00684117 0.0058389 0.00437614 0.00333125
internal_count=3121 2645 1889 1148 984
is_linear=0
shrinkage=0.1


Tree=6569
num_leaves=8
num_cat=0
split_feature=131 13 16 43 3 16 3
split_gain=2.50984e-05 3.84585e-05 6.20551e-05 0.000138621 6.4274e-05 5.30638e-05 1.88391e-05
threshold=0.081165000000000001 -0.095304999999999987 0.23311500000000004 -0.091274999999999981 -0.080634999999999984 -0.074319999999999983 0.097915000000000016
decision_type=2 2 2 2 2 2 2
left_child=1 6 3 -3 -5 -6 -1
right_child=-2 2 -4 4 5 -7 -8
leaf_value=6.2225105328071536e-05 -0.0002972635896913831 -0.00078747135290397014 0.00038252942614289159 0.00043299571888621936 -0.00034580515774314957 0.00013952682216443089 0.00043412932504558458
leaf_weight=0.0010040155393703843 0.0010409854364231514 0.0010135427353603612 0.0010768832726666755 0.001076509328379314 0.0018241259282839126 0.0016491810530286991 0.0010945735223499222
leaf_count=193 504 293 328 815 413 444 131
internal_value=0 2.48205e-05 -4.83054e-05 -0.000131701 1.43823e-05 -0.000115362 0.000256201
internal_weight=0 0.00873883 0.00664024 0.00556336 0.00454982 0.00347331 0.00209859
internal_count=3121 2617 2293 1965 1672 857 324
is_linear=0
shrinkage=0.00196078


Tree=6570
num_leaves=8
num_cat=0
split_feature=47 4 4 3 12 52 2
split_gain=3.44074e-05 4.62722e-05 6.01563e-05 5.33107e-05 4.81837e-05 2.87139e-05 5.40767e-05
threshold=0.12794000000000003 0.24564500000000003 0.055260000000000011 0.10299500000000002 0.091545000000000015 0.0031350000000000002 0.089885000000000007
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 -1
right_child=-2 -3 -4 -5 -6 -7 -8
leaf_value=-0.00034880890796688775 -0.00035741315086392525 0.00030172409053564676 -0.00044889525246386995 0.00038615263921785726 -0.00043132017616781857 0.00027608737782384578 0.00024598192226097277
leaf_weight=0.0013249777362443179 0.0010004159600612459 0.0018579689739312826 0.0011863282801531667 0.0012981169084259545 0.0010571844857487742 0.0013139637877755614 0.0010561066651641163
leaf_count=667 82 406 247 122 763 590 244
internal_value=0 2.56999e-05 -4.51675e-05 3.39938e-05 -6.22017e-05 4.34062e-05 -8.49953e-05
internal_weight=0 0.00909465 0.00723668 0.00605035 0.00475223 0.00369505 0.00238108
internal_count=3121 3039 2633 2386 2264 1501 911
is_linear=0
shrinkage=0.00196078


Tree=6571
num_leaves=7
num_cat=0
split_feature=42 49 42 1 16 13
split_gain=1.33709e-05 2.42262e-05 5.13138e-05 2.62091e-05 6.73555e-05 6.09741e-05
threshold=-1.0000000180025095e-35 -0.047584999999999995 0.091545000000000015 0.11061500000000002 -0.088394999999999987 -0.033284999999999988
decision_type=2 2 2 2 2 2
left_child=-1 -2 3 4 -3 -6
right_child=1 2 -4 -5 5 -7
leaf_value=-0.0086708759459633578 0.012454819836621757 -0.013658091171164635 -0.020362058015017125 -0.010241272256521062 0.0016603548033173991 0.033336703122933957
leaf_weight=0.0014999858508887012 0.0016270302556009985 0.0010447952982710861 0.0011394631971018213 0.0010809254907621696 0.0012806700589168207 0.0011563883735707934
leaf_count=862 360 255 620 219 556 249
internal_value=0 0.00169173 -0.00137932 0.00336124 0.00758407 0.0166908
internal_weight=0 0.00732927 0.00570224 0.00456278 0.00348185 0.00243706
internal_count=3121 2259 1899 1279 1060 805
is_linear=0
shrinkage=0.1


Tree=6572
num_leaves=7
num_cat=0
split_feature=4 151 12 2 4 2
split_gain=1.4439e-05 1.92997e-05 3.13306e-05 2.9822e-05 3.08235e-05 2.65318e-05
threshold=0.27287000000000006 -0.024429999999999997 0.088305000000000008 0.10855000000000002 0.0061450000000000003 0.088555000000000009
decision_type=2 2 2 2 2 2
left_child=1 -1 3 4 -3 -4
right_child=-2 2 5 -5 -6 -7
leaf_value=0.010313498222864705 0.009450112454774777 -0.026951222061740717 0.013932276100240974 0.0035073714531462228 -0.0042747680030365458 -0.0054190115004515453
leaf_weight=0.0011204633870160298 0.00135140018424871 0.0012952485752991451 0.0013640531338284462 0.0010848994217819499 0.0011157931905003166 0.0014742717249691122
leaf_count=451 352 805 516 128 160 709
internal_value=0 -0.00178437 -0.00392435 -0.0102614 -0.0164569 0.00388091
internal_weight=0 0.00745473 0.00633427 0.00349594 0.00241104 0.00283832
internal_count=3121 2769 2318 1093 965 1225
is_linear=0
shrinkage=0.1


Tree=6573
num_leaves=6
num_cat=0
split_feature=0 1 13 3 2
split_gain=1.27602e-05 3.14633e-05 3.11177e-05 3.16003e-05 4.12205e-05
threshold=1.0000000180025095e-35 0.077565000000000009 -0.084154999999999994 0.10893000000000001 1.0000000180025095e-35
decision_type=2 2 2 2 2
left_child=1 -1 -3 4 -4
right_child=-2 2 3 -5 -6
leaf_value=-0.014626826188982893 0.0074704279914561385 0.014888024200467989 -0.0088149932484282625 -0.01694191765047293 0.014627559232446304
leaf_weight=0.0015362967798101335 0.0017933528014789481 0.0013281913707201198 0.0015318734426115321 0.0011322426699220678 0.0014697089972681701
leaf_count=1552 325 360 494 97 293
internal_value=0 -0.00198399 0.00157205 -0.00270635 0.00266353
internal_weight=0 0.00699831 0.00546202 0.00413383 0.00300158
internal_count=3121 2796 1244 884 787
is_linear=0
shrinkage=0.1


Tree=6574
num_leaves=7
num_cat=0
split_feature=16 133 16 1 0 3
split_gain=1.3131e-05 4.37724e-05 5.19836e-05 6.80583e-05 2.86011e-05 6.54204e-05
threshold=0.38525000000000004 0.093615000000000018 0.0065250000000000004 1.0000000180025095e-35 -0.10607499999999999 0.088060000000000013
decision_type=2 2 2 2 2 2
left_child=1 2 3 -1 5 -5
right_child=-2 -3 -4 4 -6 -7
leaf_value=-0.026533778576600359 0.0094014493993411549 -0.020916711097176219 0.01830450221492062 0.027035097070859104 -0.0093082541412671874 -0.0046223305481574778
leaf_weight=0.0010129575807503897 0.0012590713638339539 0.0010177570869682375 0.0014195670601275766 0.0011102175479253875 0.0013737389261673175 0.0015842793431385463
leaf_count=1006 311 493 392 193 536 190
internal_value=0 -0.00163285 0.00138623 -0.00334034 0.00243463 0.00842153
internal_weight=0 0.00751852 0.00650076 0.00508119 0.00406824 0.0026945
internal_count=3121 2810 2317 1925 919 383
is_linear=0
shrinkage=0.1


Tree=6575
num_leaves=7
num_cat=0
split_feature=51 49 42 51 16 12
split_gain=1.26163e-05 2.48865e-05 3.85747e-05 2.31086e-05 4.75498e-05 3.19251e-05
threshold=-0.076794999999999988 -0.081404999999999991 0.088915000000000008 0.087505000000000013 -0.088394999999999987 0.088365000000000013
decision_type=2 2 2 2 2 2
left_child=-1 -2 3 4 -3 -6
right_child=1 2 -4 -5 5 -7
leaf_value=-0.0086172606721303599 0.015856513373069814 -0.0064908849604841199 -0.0164361350665868 -0.0099036183698493312 0.02690934663876713 0.0034618064647959101
leaf_weight=0.001435337896778255 0.0010535285812248033 0.0016141316767657359 0.0012545563076289817 0.0010643093391628014 0.0012300082733901806 0.0010999743065774597
leaf_count=537 199 507 718 270 539 351
internal_value=0 0.0016366 -0.000755407 0.00317245 0.00670099 0.0158399
internal_weight=0 0.00731651 0.00626298 0.00500842 0.00394411 0.00232998
internal_count=3121 2584 2385 1667 1397 890
is_linear=0
shrinkage=0.1


Tree=6576
num_leaves=7
num_cat=0
split_feature=16 47 4 3 2 2
split_gain=1.3086e-05 2.92027e-05 7.67001e-05 4.09077e-05 2.74973e-05 3.65087e-05
threshold=-0.48836499999999994 0.10783500000000001 0.055260000000000011 0.10299500000000002 0.095195000000000016 0.088225000000000012
decision_type=2 2 2 2 2 2
left_child=-1 2 3 4 5 -2
right_child=1 -3 -4 -5 -6 -7
leaf_value=0.0089153609997123916 -0.0076195477166553383 0.014147360879657121 -0.026725100426461253 0.017958236521227692 -0.017726737120728652 0.015049942909054315
leaf_weight=0.0013749913054088058 0.0018129087428352892 0.0010027944157519524 0.0012225288856251319 0.0011289851299479473 0.001024478803326893 0.0011681866624672671
leaf_count=274 1255 151 376 119 498 448
internal_value=0 -0.0017125 -0.0042143 0.00114548 -0.00359326 0.00126383
internal_weight=0 0.00735988 0.00635709 0.00513456 0.00400557 0.0029811
internal_count=3121 2847 2696 2320 2201 1703
is_linear=0
shrinkage=0.1


Tree=6577
num_leaves=7
num_cat=0
split_feature=1 2 43 4 151 13
split_gain=2.1483e-05 3.28173e-05 5.12391e-05 7.04923e-05 5.38002e-05 3.07669e-05
threshold=0.13146500000000003 0.088225000000000012 0.016310000000000002 -0.059649999999999988 -0.0083949999999999979 -0.0039049999999999992
decision_type=2 2 2 2 2 2
left_child=1 5 3 -3 -5 -1
right_child=-2 2 -4 4 -6 -7
leaf_value=-0.0004477135563200422 0.00026011216180795349 -0.00043498216837023495 0.00036989132957678547 -0.00024125558481914662 0.00031614132110173736 -3.4566318265295148e-05
leaf_weight=0.0011952029046635811 0.001055671583183611 0.0013167335304001219 0.0014360689713123001 0.0010478992150658212 0.001825607448619817 0.0016492944114753505
leaf_count=1088 234 384 272 250 552 341
internal_value=0 -3.65191e-05 5.02589e-05 -5.92847e-05 0.000112872 -0.000208163
internal_weight=0 0.00847081 0.00562631 0.00419024 0.00287351 0.0028445
internal_count=3121 2887 1458 1186 802 1429
is_linear=0
shrinkage=0.00196078


Tree=6578
num_leaves=7
num_cat=0
split_feature=2 13 1 42 1 15
split_gain=2.82269e-05 4.42125e-05 4.20871e-05 3.20014e-05 5.72062e-05 3.28493e-05
threshold=0.099185000000000009 -0.08971999999999998 0.10557500000000002 0.090310000000000015 0.077565000000000009 -0.040439999999999997
decision_type=2 2 2 2 2 2
left_child=3 -2 -3 4 -1 -6
right_child=1 2 -4 -5 5 -7
leaf_value=-0.00051203982612664967 0.00039028330258555514 -0.00034549948715884829 0.00016474439755815895 0.00020618776764546343 -0.00021674736918109543 0.0001790294756096274
leaf_weight=0.0013332110909687845 0.0014494191915658695 0.0010283480371205836 0.0015710063078983585 0.001071985108396332 0.0017029891779385107 0.0015312471175797377
leaf_count=1027 200 457 262 516 286 373
internal_value=0 0.000115888 -3.71166e-05 -9.86991e-05 -0.000170256 -2.93671e-05
internal_weight=0 0.00404877 0.00259935 0.00563943 0.00456745 0.00323424
internal_count=3121 919 719 2202 1686 659
is_linear=0
shrinkage=0.00196078


Tree=6579
num_leaves=7
num_cat=0
split_feature=4 43 16 0 16 0
split_gain=2.91918e-05 2.61689e-05 4.03381e-05 0.000105546 2.98915e-05 7.10887e-05
threshold=0.27287000000000006 -0.09225499999999999 0.22339500000000004 -0.064754999999999993 -0.056919999999999991 -0.10224499999999999
decision_type=2 2 2 2 2 2
left_child=1 -1 3 4 5 -3
right_child=-2 2 -4 -5 -6 -7
leaf_value=-0.00025291706840269038 0.00024023142384192053 -0.00020992144620553312 -0.00030534867500052172 0.00065621706620987987 -0.00032208835989061839 0.00040034527385595059
leaf_weight=0.0019360657658384741 0.001545707085672852 0.0017255623256879264 0.0012735828294636849 0.0010000344344355165 0.0011504628114767127 0.0012769568521627942
leaf_count=426 352 237 349 212 707 838
internal_value=0 -5.30777e-05 7.12558e-06 8.43545e-05 -5.33495e-05 4.9622e-05
internal_weight=0 0.00836267 0.0064266 0.00515302 0.00415298 0.00300252
internal_count=3121 2769 2343 1994 1782 1075
is_linear=0
shrinkage=0.00196078


Tree=6580
num_leaves=7
num_cat=0
split_feature=4 150 13 0 43 43
split_gain=1.46153e-05 1.58666e-05 2.52979e-05 2.60576e-05 4.318e-05 4.12329e-05
threshold=0.27287000000000006 0.086615000000000011 -0.13710499999999998 -0.10011499999999998 -0.0030899999999999994 -0.096754999999999994
decision_type=2 2 2 2 2 2
left_child=1 2 -1 -4 5 -5
right_child=-2 -3 3 4 -6 -7
leaf_value=-0.013531158409677543 0.0095386528103700904 -0.012748395506801026 0.012860775337796906 -0.0062596505348626935 -0.017355521016958874 0.021208283899978808
leaf_weight=0.0011115672923069442 0.0013446382767516394 0.0011219544822282691 0.0017891142239788711 0.0011998322631993099 0.0011950375041748962 0.0010036420405983833
leaf_count=131 352 270 308 283 625 1152
internal_value=0 -0.00179218 0.000159242 0.00309272 -0.00204957 0.00625149
internal_weight=0 0.00742115 0.00629919 0.00518763 0.00339851 0.00220347
internal_count=3121 2769 2499 2368 2060 1435
is_linear=0
shrinkage=0.1


Tree=6581
num_leaves=8
num_cat=0
split_feature=159 2 43 15 0 43 43
split_gain=3.73834e-05 5.26293e-05 5.88966e-05 0.000107244 8.10961e-05 7.5549e-05 4.51035e-05
threshold=-1.0000000180025095e-35 0.088225000000000012 0.016310000000000002 -0.074054999999999996 -0.18901999999999997 -0.084359999999999991 -0.074359999999999996
decision_type=2 2 2 2 2 2 2
left_child=-1 6 3 4 -3 -5 -2
right_child=1 2 -4 5 -6 -7 -8
leaf_value=-0.00036787733015431959 6.5233608522300478e-05 -3.5693752025064236e-05 0.00047492387984259589 0.00015329527035182775 0.00074389989665543763 -0.00055194952339777514 -0.00039531262490094884
leaf_weight=0.0010167775630198278 0.0015911535750173593 0.0010258017549907295 0.0014949973876582454 0.0010052736256529462 0.0010262253062995699 0.0013935526566338069 0.0016816147300610334
leaf_count=509 514 54 274 203 408 432 727
internal_value=0 2.82873e-05 0.000138203 2.51024e-05 0.000354184 -0.000256403 -0.000171404
internal_weight=0 0.00921862 0.00594585 0.00445085 0.00205203 0.00239883 0.00327277
internal_count=3121 2612 1371 1097 462 635 1241
is_linear=0
shrinkage=0.00196078


Tree=6582
num_leaves=7
num_cat=0
split_feature=1 47 4 3 12 4
split_gain=1.80728e-05 3.05629e-05 3.22019e-05 5.76506e-05 4.87628e-05 3.18623e-05
threshold=0.13146500000000003 0.087235000000000021 -0.059649999999999988 0.090900000000000009 0.088305000000000008 0.053925000000000008
decision_type=2 2 2 2 2 2
left_child=1 2 4 5 -1 -4
right_child=-2 -3 3 -5 -6 -7
leaf_value=-0.00042281694406203516 0.00023943280649476735 -0.00027527170918391353 -0.0002855732786552933 0.00047167896569911318 8.1509485917400333e-05 0.00017439275169088837
leaf_weight=0.0012486714088013062 0.0010401650733448129 0.0016326545455607449 0.0010794696567613645 0.0013396607902133335 0.0017991379415376897 0.0012488957295860329
leaf_count=593 234 336 831 129 637 361
internal_value=0 -3.46549e-05 2.38403e-05 0.000147605 -0.00012511 -3.88553e-05
internal_weight=0 0.00834849 0.00671584 0.00366803 0.00304781 0.00232837
internal_count=3121 2887 2551 1321 1230 1192
is_linear=0
shrinkage=0.00196078


Tree=6583
num_leaves=6
num_cat=0
split_feature=0 1 13 49 2
split_gain=1.42827e-05 2.09944e-05 2.66969e-05 3.22283e-05 4.29469e-05
threshold=1.0000000180025095e-35 0.077565000000000009 -0.084154999999999994 -0.014989999999999998 1.0000000180025095e-35
decision_type=2 2 2 2 2
left_child=1 -1 -3 -4 -5
right_child=-2 2 3 4 -6
leaf_value=-0.012462755203478261 0.0079002031673336259 0.013177150355716606 -0.015936360662190133 -0.0096554948040277772 0.015081743733263818
leaf_weight=0.0015284414010972875 0.0017936652219083249 0.0013205612149579408 0.0013358668663408357 0.0013792318185352399 0.0014289504610699084
leaf_count=1552 325 360 204 439 241
internal_value=0 -0.00210242 0.00079535 -0.00315029 0.00293211
internal_weight=0 0.00699305 0.00546461 0.00414405 0.00280818
internal_count=3121 2796 1244 884 680
is_linear=0
shrinkage=0.1


Tree=6584
num_leaves=6
num_cat=0
split_feature=0 16 13 0 49
split_gain=1.33325e-05 3.42222e-05 3.33687e-05 3.28205e-05 3.73778e-05
threshold=-0.060129999999999996 -0.056919999999999991 0.11596500000000001 -0.10224499999999999 -0.026779999999999995
decision_type=2 2 2 2 2
left_child=1 3 -2 4 -1
right_child=2 -3 -4 -5 -6
leaf_value=0.0098562610973163128 -0.0022665774747771985 -0.015019636031426612 0.020240372411710103 0.013650360440001313 -0.014313800631444856
leaf_weight=0.0010616603160187011 0.0019181459164628256 0.0016486229990730072 0.001003268490390157 0.0015317259080016728 0.0016102627233470874
leaf_count=143 491 1068 82 1060 277
internal_value=0 -0.00280884 0.00546273 0.0019801 -0.00471008
internal_weight=0 0.00585227 0.00292141 0.00420365 0.00267192
internal_count=3121 2548 573 1480 420
is_linear=0
shrinkage=0.1


Tree=6585
num_leaves=6
num_cat=0
split_feature=43 133 42 13 4
split_gain=1.14373e-05 3.62253e-05 5.6375e-05 5.17501e-05 3.81738e-05
threshold=-0.09225499999999999 0.089755000000000015 0.084050000000000014 -0.010739999999999998 0.0061450000000000003
decision_type=2 2 2 2 2
left_child=-1 2 3 -2 -5
right_child=1 -3 -4 4 -6
leaf_value=-0.0068103559533428878 0.022693384926966573 0.018747582533497838 -0.019939949677899867 -0.014896966823735936 0.0067344010690842081
leaf_weight=0.0019460355240794201 0.0011120183243674819 0.0010729822760958806 0.0012618596850129567 0.001388606778447897 0.0019778294732750662
leaf_count=476 492 502 859 552 240
internal_value=0 0.0018821 -0.0012704 0.00398998 -0.00218823
internal_weight=0 0.0068133 0.00574031 0.00447845 0.00336644
internal_count=3121 2645 2143 1284 792
is_linear=0
shrinkage=0.1


Tree=6586
num_leaves=7
num_cat=0
split_feature=133 160 151 16 2 16
split_gain=1.19674e-05 4.69035e-05 3.75373e-05 4.4718e-05 5.69329e-05 2.5938e-05
threshold=-0.085499999999999979 -1.0000000180025095e-35 -0.0083949999999999979 -0.056919999999999991 0.090425000000000019 0.23311500000000004
decision_type=2 2 2 2 2 2
left_child=-1 -2 -3 4 -4 -5
right_child=1 2 3 5 -6 -7
leaf_value=0.010047123826766455 -0.016723704468257217 -0.014509637334055858 -0.001083629980584174 -0.015935127144465086 0.027766982533921004 0.0054436133446843903
leaf_weight=0.0010359501459675791 0.0015863567546130853 0.0010629792466183754 0.0012475075442145642 0.0010300083869068115 0.0015142375748854798 0.0012638639351719352
leaf_count=488 866 318 564 253 324 308
internal_value=0 -0.00140073 0.00257203 0.00616357 0.0147349 -0.004156
internal_weight=0 0.00770495 0.0061186 0.00505562 0.00276175 0.00229387
internal_count=3121 2633 1767 1449 888 561
is_linear=0
shrinkage=0.1


Tree=6587
num_leaves=8
num_cat=0
split_feature=131 160 0 4 1 0 4
split_gain=2.30938e-05 3.038e-05 3.47858e-05 3.22982e-05 7.75181e-05 4.94413e-05 1.72664e-05
threshold=0.084390000000000007 -0.085579999999999976 1.0000000180025095e-35 0.0052350000000000009 0.10708500000000001 -0.084269999999999984 0.25615500000000008
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 5 -5 -3 -6
right_child=-2 2 -4 4 6 -7 -8
leaf_value=0.00034385055508027887 -0.00028750335970650177 -0.00056389597971451223 0.00024233420645005277 0.00034325610270426275 -4.3618525696630448e-05 7.3964050319466298e-06 -0.00040380775634020016
leaf_weight=0.001024088425835192 0.0010034098566635051 0.0011105831598884894 0.0015898539564176226 0.0016712895808976042 0.0010111901288426537 0.0012246510058922021 0.0010358327269498261
leaf_count=465 492 614 247 336 54 745 168
internal_value=0 2.67102e-05 -1.57813e-05 -8.35707e-05 2.9932e-05 -0.000264297 -0.000225881
internal_weight=0 0.00866749 0.0076434 0.00605355 0.00371831 0.00233523 0.00204702
internal_count=3121 2629 2164 1917 558 1359 222
is_linear=0
shrinkage=0.00196078


Tree=6588
num_leaves=7
num_cat=0
split_feature=131 16 12 49 4 2
split_gain=2.62585e-05 3.6553e-05 7.18255e-05 6.28613e-05 5.11544e-05 4.333e-05
threshold=0.084390000000000007 0.0065250000000000004 0.090020000000000017 -0.006494999999999999 -0.10429499999999998 0.088225000000000012
decision_type=2 2 2 2 2 2
left_child=1 2 3 -1 -3 -5
right_child=-2 4 -4 5 -6 -7
leaf_value=-0.00028003366437081618 -0.00029771042963842181 -2.9033887693503825e-05 -0.00045948530724205979 -8.5291504836706341e-05 0.00047658830845110462 0.00039070617540288313
leaf_weight=0.0014770858858217258 0.0010762799544520351 0.0017084973214606799 0.0013603061883738776 0.0011820599367896455 0.0013994048489831355 0.0019451842483313901
leaf_count=344 492 261 637 643 386 358
internal_value=0 2.6215e-05 -6.36248e-05 5.33285e-05 0.000198634 0.000210785
internal_weight=0 0.00907254 0.00596464 0.00460433 0.0031079 0.00312724
internal_count=3121 2629 1982 1345 647 1001
is_linear=0
shrinkage=0.00196078


Tree=6589
num_leaves=8
num_cat=0
split_feature=484 160 133 151 16 2 2
split_gain=2.22692e-05 3.7131e-05 4.47179e-05 4.15754e-05 5.764e-05 7.33694e-05 3.9473e-05
threshold=0.084040000000000017 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.0083949999999999979 -0.073404999999999984 0.090425000000000019 0.10097500000000002
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -3 -4 5 -5 -6
right_child=-2 2 3 4 6 -7 -8
leaf_value=-0.00037042946703899681 0.00026857153227863675 -0.00036601877854124381 -0.00026710745459846173 -3.728771658221556e-05 0.00015289317896697668 0.00064304148301304743 -0.00032356282052867344
leaf_weight=0.0011185445411995409 0.0010241656558622808 0.0010311760894705481 0.0011299910668569075 0.0010387221470708023 0.0015744974006353671 0.0014746896244143045 0.0011618196096823945
leaf_count=632 368 709 305 288 352 233 234
internal_value=0 -3.74277e-05 1.28331e-05 7.40682e-05 0.000147505 0.000361881 -4.94065e-05
internal_weight=0 0.00852944 0.0074109 0.00637972 0.00524973 0.00251341 0.00273632
internal_count=3121 2753 2121 1412 1107 521 586
is_linear=0
shrinkage=0.00196078


Tree=6590
num_leaves=8
num_cat=0
split_feature=48 48 1 4 0 42 4
split_gain=3.66075e-05 6.8809e-05 4.72705e-05 6.26764e-05 6.33174e-05 4.66205e-05 5.47133e-05
threshold=0.11926500000000002 0.092475000000000016 0.111945 -1.0000000180025095e-35 -0.10224499999999999 0.086325000000000013 -0.084369999999999987
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 5 -5 6 -1
right_child=-2 -3 -4 4 -6 -7 -8
leaf_value=-9.7997486026490515e-05 -0.00036333712374001903 0.00049500885208233981 0.00024770636585819719 -0.00068565775110026618 -1.8104124618644361e-05 -0.00032741451850474342 0.00043745390684275651
leaf_weight=0.0015403120675627413 0.001023304928617747 0.0010691523385389654 0.0017694824743777907 0.0011975512698371785 0.0010044730520371806 0.0010314883834615005 0.0014010405188766149
leaf_count=466 117 248 374 204 340 690 682
internal_value=0 2.80109e-05 -3.48378e-05 -0.000115804 -0.000381147 3.12672e-05 0.000157052
internal_weight=0 0.0090135 0.00794435 0.00617487 0.00220202 0.00397284 0.00294135
internal_count=3121 3004 2756 2382 544 1838 1148
is_linear=0
shrinkage=0.00196078


Tree=6591
num_leaves=8
num_cat=0
split_feature=150 0 3 47 43 2 13
split_gain=1.8905e-05 3.31731e-05 4.50662e-05 4.38077e-05 4.29889e-05 5.58968e-05 3.91884e-05
threshold=0.081835000000000019 -0.08824499999999999 -0.063074999999999978 0.077555000000000013 -0.074359999999999996 0.098260000000000014 0.0045550000000000009
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 -4 6 -6 -3
right_child=-2 4 3 -5 5 -7 -8
leaf_value=-0.00053940429213860373 0.00018073536260803153 0.00055305270799967359 0.00018906963614282249 -0.00033957601627860326 -0.00041418607853213531 0.00016586029402295758 4.629706986368691e-06
leaf_weight=0.0010106923384910114 0.0017145342796458908 0.001001274573774546 0.0013497243636364869 0.0010888670128922874 0.0011966386146549325 0.0013700132590709344 0.0010024850502776089
leaf_count=488 420 471 234 97 839 369 203
internal_value=0 -4.61033e-05 -0.000191267 -4.69784e-05 6.34513e-05 -0.000104572 0.000278676
internal_weight=0 0.0080197 0.00344928 0.00243859 0.00457041 0.00256665 0.00200376
internal_count=3121 2701 819 331 1882 1208 674
is_linear=0
shrinkage=0.00196078


Tree=6592
num_leaves=6
num_cat=0
split_feature=484 1 150 4 16
split_gain=1.16007e-05 2.27473e-05 2.71515e-05 4.59494e-05 5.13396e-05
threshold=0.073690000000000019 0.12500000000000003 0.081835000000000019 -0.082109999999999975 -0.088159999999999988
decision_type=2 2 2 2 2
left_child=1 2 3 -1 -5
right_child=-2 -3 -4 4 -6
leaf_value=0.0052112285951153772 0.0098858694491222414 0.011623989617726675 0.0090081893234852939 -0.0035863659271561975 -0.028861163264679291
leaf_weight=0.0019721706200207518 0.0010337117919886002 0.0011454665671124607 0.0013521852190562051 0.0019375043961347598 0.0013733122037374388
leaf_count=648 394 232 289 487 1071
internal_value=0 -0.00138946 -0.00363605 -0.00687235 -0.0140702
internal_weight=0 0.00778064 0.00663517 0.00528299 0.00331082
internal_count=3121 2727 2495 2206 1558
is_linear=0
shrinkage=0.1


Tree=6593
num_leaves=8
num_cat=0
split_feature=131 150 15 4 4 15 52
split_gain=3.32789e-05 4.50327e-05 4.85121e-05 5.55827e-05 5.18494e-05 3.71438e-05 5.21014e-06
threshold=0.084390000000000007 0.081835000000000019 -0.037864999999999989 -0.064054999999999987 -0.14098499999999997 -0.15026499999999995 0.093665000000000012
decision_type=2 2 2 2 2 2 2
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right_child=-2 -3 3 -5 -6 -7 -8
leaf_value=-5.2212346619064391e-06 -0.00034098913249208228 0.00031898434136421578 0.00019875248020266679 0.00036287519252026272 -0.00043745991290939263 -0.00046682528467554944 2.2190134677885831e-06
leaf_weight=0.0012724226712738703 0.0010507989030944147 0.0016664563762676336 0.0010499090335142627 0.0017215024262109708 0.0010244663754716563 0.0014160683853205198 0.0010248097267276091
leaf_count=271 492 361 236 335 767 608 51
internal_value=0 2.73929e-05 -3.73179e-05 8.03773e-05 -7.65417e-05 -0.000248355 0.000101675
internal_weight=0 0.00917563 0.00750918 0.00482069 0.00309919 0.00268849 0.00207472
internal_count=3121 2629 2268 1389 1054 879 287
is_linear=0
shrinkage=0.00196078


Tree=6594
num_leaves=7
num_cat=0
split_feature=4 151 0 0 52 4
split_gain=1.19109e-05 2.27806e-05 2.85525e-05 3.03669e-05 3.86888e-05 7.01885e-05
threshold=0.27287000000000006 -0.024429999999999997 -0.14794999999999997 -0.10011499999999998 0.08976000000000002 -0.083854999999999985
decision_type=2 2 2 2 2 2
left_child=1 -1 -3 -4 5 -5
right_child=-2 2 3 4 -6 -7
leaf_value=0.011486608760531827 0.008573794957084966 -0.018825834233328422 0.012886453294082521 0.0049470079738936287 0.0052020944608973567 -0.031392777947439603
leaf_weight=0.0011244745967513344 0.0013499696357993632 0.0010730503023315408 0.0012220468220210624 0.0010002940559241723 0.0019202181928572168 0.0011340815274208753
leaf_count=451 352 158 202 465 569 924
internal_value=0 -0.00163245 -0.00395572 -0.000931748 -0.00509653 -0.0143618
internal_weight=0 0.00747417 0.00634969 0.00527664 0.00405459 0.00213438
internal_count=3121 2769 2318 2160 1958 1389
is_linear=0
shrinkage=0.1


Tree=6595
num_leaves=7
num_cat=0
split_feature=16 133 16 1 15 3
split_gain=1.13825e-05 4.39663e-05 4.87577e-05 5.99823e-05 2.47287e-05 3.97645e-05
threshold=0.38525000000000004 0.093615000000000018 0.0065250000000000004 1.0000000180025095e-35 -0.11713499999999999 -0.016324999999999996
decision_type=2 2 2 2 2 2
left_child=1 2 3 -1 -5 -6
right_child=-2 -3 -4 4 5 -7
leaf_value=-0.024986065139598546 0.0087099018392193372 -0.020761602015915884 0.017813988204585459 -0.0097175485390842975 0.023141985214751293 -0.0014201259169639739
leaf_weight=0.0010042399930417301 0.0012654903252514787 0.0010276849506339995 0.0014290057451051986 0.0012063978272360875 0.0010247444152933216 0.001847332903497566
leaf_count=1006 311 493 392 263 403 253
internal_value=0 -0.00153913 0.00149457 -0.00309363 0.00229692 0.00734353
internal_weight=0 0.00753941 0.00651172 0.00508272 0.00407848 0.00287208
internal_count=3121 2810 2317 1925 919 656
is_linear=0
shrinkage=0.1


Tree=6596
num_leaves=7
num_cat=0
split_feature=43 16 0 52 2 4
split_gain=1.05695e-05 3.66407e-05 8.16987e-05 3.64481e-05 4.52539e-05 0.000103661
threshold=-0.09225499999999999 0.22339500000000004 -0.064339999999999994 0.0031350000000000002 0.10882500000000002 0.053180000000000012
decision_type=2 2 2 2 2 2
left_child=-1 2 3 4 5 -2
right_child=1 -3 -4 -5 -6 -7
leaf_value=-0.0065514909145045902 -0.016724161344422967 -0.014367792431992231 0.03103318974414104 0.01435988579528779 -0.02205328519743353 0.025931580345274503
leaf_weight=0.0019509860750724414 0.0012754264271331206 0.0011638303333260493 0.0010011741725531511 0.0012256666530510467 0.0011364460199591543 0.0010296519027876328
leaf_count=476 772 363 295 874 184 157
internal_value=0 0.00179387 0.00511219 -0.000448208 -0.00572197 0.00232967
internal_weight=0 0.0068322 0.00566837 0.00466719 0.00344152 0.00230508
internal_count=3121 2645 2282 1987 1113 929
is_linear=0
shrinkage=0.1


Tree=6597
num_leaves=7
num_cat=0
split_feature=4 151 43 43 16 13
split_gain=2.10889e-05 2.32246e-05 3.06552e-05 6.02743e-05 7.12965e-05 4.87963e-05
threshold=0.27287000000000006 -0.024429999999999997 -0.074359999999999996 0.016310000000000002 -0.056919999999999991 -0.0034749999999999994
decision_type=2 2 2 2 2 2
left_child=1 -1 5 4 -4 -3
right_child=-2 2 3 -5 -6 -7
leaf_value=0.0002017921604612441 0.0002078756758109853 0.00037993700620402287 -9.7930719519407345e-05 0.00010500209112575723 -0.00073636859072118133 -0.00016876539086009654
leaf_weight=0.0012401493773850992 0.0014943602384665583 0.0011547918582300186 0.0016044595381993951 0.0016853002819628878 0.0011577671381992308 0.0013534227808557388
leaf_count=451 352 534 603 401 498 282
internal_value=0 -4.54032e-05 -8.9476e-05 -0.00018723 -0.000365527 8.38593e-05
internal_weight=0 0.00819589 0.00695574 0.00444753 0.00276223 0.00250821
internal_count=3121 2769 2318 1502 1101 816
is_linear=0
shrinkage=0.00196078


Tree=6598
num_leaves=7
num_cat=0
split_feature=52 160 4 13 4 0
split_gain=1.23583e-05 5.49311e-05 3.3178e-05 2.73047e-05 3.35654e-05 4.91657e-05
threshold=-0.046924999999999988 -1.0000000180025095e-35 0.0052350000000000009 -0.16152999999999998 -0.082109999999999975 -0.10011499999999998
decision_type=2 2 2 2 2 2
left_child=2 -2 -1 -3 -5 -6
right_child=1 3 -4 4 5 -7
leaf_value=-0.0049628738429980659 -0.02262453265434846 -0.012420552116217464 0.017550747275448544 0.019294396594866283 0.0099863146756051756 -0.017655176058367958
leaf_weight=0.0013839939577405748 0.0011120488547388197 0.0010489020017300345 0.0012419881297147241 0.0012492180382530195 0.00169764961583974 0.0010362859627161063
leaf_count=726 743 98 227 395 224 708
internal_value=0 -0.00251089 0.0056852 0.00193408 0.00571416 -0.000491068
internal_weight=0 0.0061441 0.00262598 0.00503206 0.00398315 0.00273394
internal_count=3121 2168 953 1425 1327 932
is_linear=0
shrinkage=0.1


Tree=6599
num_leaves=8
num_cat=0
split_feature=47 4 4 2 48 0 15
split_gain=1.92308e-05 6.57022e-05 6.37238e-05 4.46403e-05 5.57366e-05 4.91336e-05 3.06583e-05
threshold=0.12209500000000001 0.24564500000000003 0.055260000000000011 0.11093500000000002 0.083985000000000018 0.047850000000000011 0.079055000000000014
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 -1
right_child=-2 -3 -4 -5 -6 -7 -8
leaf_value=0.00015440426928666769 -0.00026622460948963922 0.00035491313397501597 -0.00050630471395249799 0.00037302313603357736 0.00028512515542400624 -0.00055356429114360737 -0.00029109896022339119
leaf_weight=0.0013362042506002809 0.0010109184744129937 0.0017829700918707775 0.0010736377504684431 0.0010815601645530514 0.0012542621940782339 0.0010406638975298203 0.0010690305314117476
leaf_count=624 97 401 242 246 360 145 1006
internal_value=0 1.96019e-05 -6.76072e-05 1.38568e-05 -6.87914e-05 -0.000197612 -4.36041e-05
internal_weight=0 0.00863833 0.00685536 0.00578172 0.00470016 0.0034459 0.00240523
internal_count=3121 3024 2623 2381 2135 1775 1630
is_linear=0
shrinkage=0.00196078


Tree=6600
num_leaves=8
num_cat=0
split_feature=47 16 4 3 1 12 3
split_gain=1.86397e-05 6.18425e-05 5.54251e-05 4.42338e-05 5.6492e-05 4.09739e-05 3.34305e-05
threshold=0.11926500000000002 -0.48836499999999994 0.055260000000000011 -0.078934999999999991 0.094385000000000011 0.089735000000000023 0.090900000000000009
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 5 6 -3 -5
right_child=-2 2 -4 4 -6 -7 -8
leaf_value=0.00041019503318290458 -0.00025795827548331181 -0.00043400892805860392 -0.00038064189870267237 -0.00021319571429250978 0.00055278699592315882 8.7949307062780551e-05 0.00025893335623043256
leaf_weight=0.0013404287120476694 0.0010124922690092327 0.0011378037757323863 0.001523292090109896 0.0012203080575724692 0.0010813547872610546 0.0011757111527917724 0.0010931201732806151
leaf_count=249 112 980 399 467 321 515 78
internal_value=0 2.3359e-05 -4.83439e-05 4.03318e-05 0.000182822 -0.000168754 9.89044e-06
internal_weight=0 0.00857202 0.00723159 0.0057083 0.00339478 0.00231351 0.00231343
internal_count=3121 3009 2760 2361 866 1495 545
is_linear=0
shrinkage=0.00196078


Tree=6601
num_leaves=7
num_cat=0
split_feature=42 160 151 12 16 1
split_gain=1.18292e-05 2.21533e-05 2.89543e-05 4.50475e-05 5.54249e-05 3.27051e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.0083949999999999979 0.095330000000000012 -0.056919999999999991 0.092390000000000014
decision_type=2 2 2 2 2 2
left_child=-1 -2 -3 4 5 -4
right_child=1 2 3 -5 -6 -7
leaf_value=-0.008148778248161799 -0.0088689419692727697 -0.010560682557045497 0.010792697150604724 -0.0085362466602708891 -0.0030322734398064164 0.035306182641596129
leaf_weight=0.0015005413681410213 0.0015815386969279255 0.001041966478533384 0.0010584520810474744 0.0012300343195759227 0.001247873382211084 0.0011203416052981102
leaf_count=862 828 300 310 289 334 198
internal_value=0 0.0016022 0.00450823 0.00787999 0.0137728 0.0233976
internal_weight=0 0.00728021 0.00569867 0.0046567 0.00342667 0.00217879
internal_count=3121 2259 1431 1131 842 508
is_linear=0
shrinkage=0.1


Tree=6602
num_leaves=6
num_cat=0
split_feature=16 52 0 0 2
split_gain=1.30425e-05 3.63443e-05 5.27617e-05 3.42381e-05 8.15261e-05
threshold=0.38525000000000004 0.10160000000000001 -0.077999999999999986 -0.10607499999999999 0.11215000000000001
decision_type=2 2 2 2 2
left_child=1 2 3 4 -1
right_child=-2 -3 -4 -5 -6
leaf_value=0.01406145711737224 0.0093179729960143828 -0.016246357937163881 0.016471932322192507 -0.017325307160012019 -0.020242653720354432
leaf_weight=0.0019351876553491941 0.0012694326616466238 0.0013884864491700236 0.0017282742265068264 0.0013616186046920228 0.001079115935337623
leaf_count=297 311 591 575 1197 150
internal_value=0 -0.00164332 0.00167834 -0.0041644 0.00178064
internal_weight=0 0.00749268 0.0061042 0.00437592 0.0030143
internal_count=3121 2810 2219 1644 447
is_linear=0
shrinkage=0.1


Tree=6603
num_leaves=7
num_cat=0
split_feature=4 4 2 52 0 13
split_gain=2.23584e-05 2.85253e-05 3.72774e-05 5.55194e-05 6.98477e-05 9.46754e-05
threshold=0.27287000000000006 0.098655000000000007 0.10912000000000001 0.10160000000000001 -0.084269999999999984 -0.0087749999999999981
decision_type=2 2 2 2 2 2
left_child=1 2 3 4 -1 -6
right_child=-2 -3 -4 -5 5 -7
leaf_value=-0.00026198905120539085 0.00020786596610600718 -0.00028139387532825292 0.00028507262571226692 -0.00047183916269969312 0.00060378434594128387 -0.00018895913295062541
leaf_weight=0.0017817305643963058 0.0014954597527195345 0.0016726973054499925 0.0014335104099590119 0.0010625279738214043 0.001308553562871753 0.0010391719696371735
leaf_count=848 352 195 361 395 526 444
internal_value=0 -5.25952e-05 5.16814e-06 -7.21137e-05 3.07375e-05 0.000252893
internal_weight=0 0.00829819 0.00662549 0.00519198 0.00412946 0.00234773
internal_count=3121 2769 2574 2213 1818 970
is_linear=0
shrinkage=0.00196078


Tree=6604
num_leaves=8
num_cat=0
split_feature=48 48 2 2 52 43 2
split_gain=3.19044e-05 6.16456e-05 5.5702e-05 5.57546e-05 4.93418e-05 7.35222e-05 2.73e-05
threshold=0.11926500000000002 0.092475000000000016 0.11293500000000002 0.10097500000000002 -0.088204999999999992 -0.0037449999999999996 0.083215000000000011
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 4 -1 -6 -7
right_child=-2 -3 -4 -5 5 6 -8
leaf_value=-0.00037983279808099954 -0.0003334083254640099 0.00047654499659203982 0.00034450804978362236 -0.00047830552666678787 -0.00023429160463497601 0.00052149169081280346 0.00011659871169604122
leaf_weight=0.0011246052047777042 0.0010144293091586135 0.0010644551158122397 0.0013065028808727534 0.0012139335069327011 0.0017185829224458373 0.0011073527052664538 0.001517763825263786
leaf_count=381 117 248 388 287 1133 230 337
internal_value=0 3.32881e-05 -2.57734e-05 -9.81704e-05 -1.37825e-05 8.09897e-05 0.000287395
internal_weight=0 0.0090532 0.00798874 0.00668224 0.0054683 0.0043437 0.00262512
internal_count=3121 3004 2756 2368 2081 1700 567
is_linear=0
shrinkage=0.00196078


Tree=6605
num_leaves=7
num_cat=0
split_feature=4 151 12 15 2 4
split_gain=1.33234e-05 2.47834e-05 3.26153e-05 3.08339e-05 2.77902e-05 2.73472e-05
threshold=0.27287000000000006 -0.016164999999999995 0.088305000000000008 0.088235000000000022 0.10855000000000002 0.0061450000000000003
decision_type=2 2 2 2 2 2
left_child=1 -1 4 -4 5 -3
right_child=-2 2 3 -5 -6 -7
leaf_value=0.011736283985425632 0.009133036651029991 -0.027002899301225788 -0.0051194311758666544 0.015979111554135717 0.0025472118938193429 -0.0054639692435756058
leaf_weight=0.0011572317360406493 0.0013357458069318939 0.0012447093419722366 0.0016495601919674975 0.0011940615467614349 0.0010818510095936106 0.0011197857123385027
leaf_count=456 352 800 689 536 128 160
internal_value=0 -0.00171295 -0.00418735 0.00374003 -0.0107283 -0.0168024
internal_weight=0 0.0074472 0.00628997 0.00284362 0.00344635 0.0023645
internal_count=3121 2769 2313 1225 1088 960
is_linear=0
shrinkage=0.1


Tree=6606
num_leaves=6
num_cat=0
split_feature=16 133 13 42 16
split_gain=1.17265e-05 3.64472e-05 4.85918e-05 5.90048e-05 2.33092e-05
threshold=0.38525000000000004 0.093615000000000018 -0.010384999999999998 0.075730000000000006 -0.074319999999999983
decision_type=2 2 2 2 2
left_child=1 2 3 -1 -4
right_child=-2 -3 4 -5 -6
leaf_value=0.030140463993596402 0.0088122385513780075 -0.019259816075713698 -0.01401604541647365 -0.00029060547688030682 0.0016491689672068774
leaf_weight=0.0010388451184039414 0.0012738142573789574 0.0010076369653256555 0.001878502344853828 0.0016478742825382935 0.0019213861669630668
leaf_count=419 311 493 461 1016 421
internal_value=0 -0.00156587 0.00118273 0.0114759 -0.00609504
internal_weight=0 0.00749424 0.00648661 0.00268672 0.00379989
internal_count=3121 2810 2317 1435 882
is_linear=0
shrinkage=0.1


Tree=6607
num_leaves=7
num_cat=0
split_feature=4 4 3 2 2 13
split_gain=1.18901e-05 2.13559e-05 2.38163e-05 5.43003e-05 4.25083e-05 2.50056e-05
threshold=0.27287000000000006 0.098655000000000007 -0.078934999999999991 0.083215000000000011 0.098260000000000014 0.016935000000000002
decision_type=2 2 2 2 2 2
left_child=1 2 5 -4 -5 -1
right_child=-2 -3 3 4 -6 -7
leaf_value=-0.01700351087586301 0.0086511878202778138 -0.012209855632649933 0.023630305935079012 -0.017471079240091277 0.0087616914869623839 0.0044601328356869549
leaf_weight=0.0011857655437703561 0.001331124099036283 0.0015137398913521033 0.0011861280124351213 0.0010677790173559834 0.0014655116828839959 0.0010009980640846875
leaf_count=1260 352 195 296 314 394 310
internal_value=0 -0.00161275 0.00110327 0.00597235 -0.00229539 -0.00717846
internal_weight=0 0.00741992 0.00590618 0.00371942 0.00253329 0.00218676
internal_count=3121 2769 2574 1004 708 1570
is_linear=0
shrinkage=0.1


Tree=6608
num_leaves=8
num_cat=0
split_feature=47 16 4 2 48 0 16
split_gain=1.7746e-05 5.9838e-05 5.09153e-05 2.96652e-05 5.55014e-05 5.63872e-05 2.38924e-05
threshold=0.11926500000000002 -0.48836499999999994 0.055260000000000011 0.11093500000000002 0.083985000000000018 0.047850000000000011 -0.056919999999999991
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 4 5 6 -3
right_child=-2 2 -4 -5 -6 -7 -8
leaf_value=0.00040215438120375449 -0.000252557102784913 0.00019068435614599431 -0.0003652294316311056 0.00033399779230645107 0.00032508092101138418 -0.00054476967426519312 -0.00020696700216226902
leaf_weight=0.0013496882504566224 0.0010014591761353499 0.0012590503531231712 0.0015293483597233915 0.0010583079023614708 0.0012364005973446914 0.0010228781035373307 0.0010785591286140593
leaf_count=249 112 877 399 245 360 143 736
internal_value=0 2.33465e-05 -4.78163e-05 3.80225e-05 -3.01177e-05 -0.000160803 7.21038e-06
internal_weight=0 0.00853423 0.00718454 0.0056552 0.00459689 0.00336049 0.00233761
internal_count=3121 3009 2760 2361 2116 1756 1613
is_linear=0
shrinkage=0.00196078


Tree=6609
num_leaves=7
num_cat=0
split_feature=457 15 43 2 2 3
split_gain=1.22377e-05 2.66761e-05 2.77863e-05 5.80106e-05 5.03075e-05 3.56381e-05
threshold=0.069910000000000014 0.088655000000000025 -0.074359999999999996 0.088225000000000012 0.10613000000000002 -0.08824499999999999
decision_type=2 2 2 2 2 2
left_child=1 2 5 -4 -5 -1
right_child=-2 -3 3 4 -6 -7
leaf_value=-0.0030545895889636954 0.0097493626362708374 -0.015345506372363957 -0.022969373278883237 0.020270145603868417 -0.0062969845492821521 0.022162936605074922
leaf_weight=0.0010801488047330291 0.0011122781944588322 0.0011738835373567387 0.0011437109784359504 0.0011232166945226297 0.0019504778125801234 0.0011646976269486986
leaf_count=273 267 662 601 276 361 681
internal_value=0 -0.00147782 0.00104128 -0.00374275 0.00341141 0.0100291
internal_weight=0 0.00763614 0.00646225 0.00421741 0.00307369 0.00224485
internal_count=3121 2854 2192 1238 637 954
is_linear=0
shrinkage=0.1


Tree=6610
num_leaves=6
num_cat=0
split_feature=51 43 43 48 16
split_gain=1.14305e-05 2.66925e-05 4.44442e-05 4.90037e-05 7.3867e-05
threshold=-0.076794999999999988 -0.15323999999999996 -0.0037449999999999996 0.085875000000000021 -0.088159999999999988
decision_type=2 2 2 2 2
left_child=-1 -2 -3 4 -4
right_child=1 2 3 -5 -6
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leaf_count=537 223 1370 346 219 426
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internal_weight=0 0.00728476 0.0060946 0.00463502 0.00310292
internal_count=3121 2584 2361 991 772
is_linear=0
shrinkage=0.1


Tree=6611
num_leaves=7
num_cat=0
split_feature=42 49 42 1 16 13
split_gain=1.16921e-05 2.18909e-05 3.87336e-05 2.56403e-05 6.17122e-05 5.5532e-05
threshold=-1.0000000180025095e-35 -0.047584999999999995 0.091545000000000015 0.11061500000000002 -0.088394999999999987 -0.033284999999999988
decision_type=2 2 2 2 2 2
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leaf_value=-0.0080862662266949423 0.01196877284806777 -0.013458136212625421 -0.01792109304781422 -0.010604499154765223 0.0013880446071174448 0.031889447861490831
leaf_weight=0.0014956032272653566 0.0015948544695557508 0.0010241825827491478 0.0011227189982257095 0.0010778972613499386 0.0012568359928796168 0.0011367941405127228
leaf_count=862 360 255 620 219 556 249
internal_value=0 0.00162897 -0.0013061 0.00284318 0.00708427 0.0158739
internal_weight=0 0.00721328 0.00561843 0.00449571 0.00341781 0.00239363
internal_count=3121 2259 1899 1279 1060 805
is_linear=0
shrinkage=0.1


Tree=6612
num_leaves=8
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split_feature=11 2 52 52 2 2 12
split_gain=2.82843e-05 3.60976e-05 6.05113e-05 6.64523e-05 0.000176262 3.15615e-05 5.19783e-05
threshold=1.0000000180025095e-35 0.089775000000000008 -0.013374999999999998 0.10347000000000002 0.10613000000000002 0.081685000000000021 0.051320000000000005
decision_type=2 2 2 2 2 2 2
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right_child=-2 2 3 -5 -6 -7 -8
leaf_value=0.00030616074890187268 -0.00031138760626374406 0.00043555483100999356 0.00033629426770425688 0.00031691072875660806 -0.00078583600027839757 -0.00040726262508636264 -0.00026388867971003066
leaf_weight=0.0011284238139414792 0.0010669956661487441 0.0016894075135424559 0.0010635805158748224 0.0014029283729566655 0.0010894692460935885 0.0010711669375426279 0.0013515487552524337
leaf_count=196 244 499 252 330 203 859 538
internal_value=0 2.66627e-05 0.000130012 -1.51478e-05 -0.000231517 -0.000125995 -4.50785e-06
internal_weight=0 0.00879653 0.00524539 0.00355598 0.00215305 0.00355114 0.00247997
internal_count=3121 2877 1284 785 455 1593 734
is_linear=0
shrinkage=0.00196078


Tree=6613
num_leaves=7
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split_feature=4 151 0 47 15 12
split_gain=1.2892e-05 1.87418e-05 2.83084e-05 4.29187e-05 6.21266e-05 1.2648e-05
threshold=0.27287000000000006 -0.016164999999999995 -0.10224499999999999 0.085270000000000026 0.088235000000000022 0.09141500000000001
decision_type=2 2 2 2 2 2
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leaf_value=0.010086185069934247 0.0090312558239317286 -0.013968070227420765 -0.023903730937580393 0.017087378768132006 0.013165792423060797 -0.0080576483937993444
leaf_weight=0.0011450358331783839 0.0013273554623342591 0.0019111707531754918 0.0010062706491105369 0.0011613826862963651 0.001149119085060441 0.0010085617754952427
leaf_count=456 352 324 783 249 620 337
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internal_weight=0 0.00738154 0.0062365 0.00432533 0.00316395 0.00201483
internal_count=3121 2769 2313 1989 1740 1120
is_linear=0
shrinkage=0.1


Tree=6614
num_leaves=8
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split_feature=484 160 133 151 16 2 16
split_gain=2.10829e-05 3.2059e-05 5.94507e-05 4.63829e-05 5.44739e-05 6.43325e-05 3.57099e-05
threshold=0.084040000000000017 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.0083949999999999979 -0.073404999999999984 0.090425000000000019 0.38525000000000004
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -3 -4 5 -5 -6
right_child=-2 2 3 4 6 -7 -8
leaf_value=-0.00034442257436213309 0.00026367071593355102 -0.00043014498468582673 -0.00027863850288274131 -1.0952088773433757e-05 -0.0002021467288296316 0.000628266280013158 0.00026296807668446507
leaf_weight=0.0011121628324474754 0.0010245437187676341 0.0010063525658790089 0.0011244338861366764 0.0010190289671546998 0.001728581061109959 0.0014910539115397658 0.001002820941598705
leaf_count=632 368 709 305 288 364 233 222
internal_value=0 -3.41025e-05 1.27116e-05 8.27203e-05 0.000160241 0.00036876 -3.13821e-05
internal_weight=0 0.00848443 0.00737227 0.00636592 0.00524148 0.00251008 0.0027314
internal_count=3121 2753 2121 1412 1107 521 586
is_linear=0
shrinkage=0.00196078


Tree=6615
num_leaves=7
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split_feature=4 151 4 15 4 13
split_gain=1.49975e-05 1.9347e-05 3.008e-05 6.89734e-05 3.7764e-05 1.7868e-05
threshold=0.27287000000000006 -0.024429999999999997 -0.0029599999999999995 -0.016799999999999995 -0.084369999999999987 -0.010739999999999998
decision_type=2 2 2 2 2 2
left_child=1 -1 4 -4 5 -3
right_child=-2 2 3 -5 -6 -7
leaf_value=0.00019192200447049764 0.00018175587803063246 9.0314760292736581e-05 -0.00045061776330980859 0.00015538567171943384 0.00030755941458059495 -0.00025298971579560482
leaf_weight=0.0012124672673478245 0.001431863820636284 0.0010207951310500327 0.0019028710762678 0.001163673475898305 0.0013225894594336846 0.0013587022230079464
leaf_count=451 352 207 520 112 1071 408
internal_value=0 -3.61755e-05 -7.70347e-05 -0.000220655 4.19304e-05 -0.000105713
internal_weight=0 0.0079811 0.00676863 0.00306654 0.00370209 0.0023795
internal_count=3121 2769 2318 632 1686 615
is_linear=0
shrinkage=0.00196078


Tree=6616
num_leaves=7
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split_feature=51 42 47 4 48 13
split_gain=1.08125e-05 2.38603e-05 2.56228e-05 3.34214e-05 4.75194e-05 7.43046e-05
threshold=-0.076794999999999988 -1.0000000180025095e-35 0.087235000000000021 -0.35136499999999998 0.085875000000000021 -0.036034999999999991
decision_type=2 2 2 2 2 2
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leaf_value=-0.0079263798710199132 -0.012533870771550227 -0.0078229070251056836 -0.0077911612957473411 0.0011389228573103396 -0.0059335215015688062 0.034890761089620664
leaf_weight=0.0014499911291863043 0.0010345058035451339 0.0011093740189005159 0.0014479879816840279 0.0012193905988591703 0.0010557597832251643 0.001402429800785261
leaf_count=537 747 106 256 1002 237 236
internal_value=0 0.00153105 0.00386471 0.00739045 0.0119797 0.019193
internal_weight=0 0.00726945 0.00623494 0.00478695 0.00367758 0.00262182
internal_count=3121 2584 1837 1581 1475 1238
is_linear=0
shrinkage=0.1


Tree=6617
num_leaves=8
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split_feature=50 12 2 12 3 48 13
split_gain=2.77056e-05 3.27719e-05 6.49374e-05 9.28547e-05 4.96757e-05 0.000107328 3.72079e-05
threshold=0.088425000000000017 0.097825000000000009 0.088225000000000012 1.0000000180025095e-35 0.12178000000000001 0.091220000000000009 -0.014169999999999999
decision_type=2 2 2 2 2 2 2
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right_child=-2 -3 4 -5 -6 -7 -8
leaf_value=2.8287121783757326e-05 -0.00032398583574489077 0.00025622378866200411 -0.00032169262629249469 -0.00075239154230712817 -0.00028648583414356819 0.00068269248557871335 0.00016175669127511388
leaf_weight=0.0013813069162992193 0.0010007269934469007 0.0018042395706500567 0.0010105910498554008 0.0010170502454898839 0.0010418851091679743 0.0011949003020289032 0.0015520433680478974
leaf_count=230 560 422 447 838 128 151 345
internal_value=0 1.99244e-05 -3.93078e-05 -0.000302768 9.23482e-05 0.000197391 -2.88946e-05
internal_weight=0 0.00900202 0.00719778 0.00239836 0.00479942 0.00375753 0.00256263
internal_count=3121 2561 2139 1068 1071 943 792
is_linear=0
shrinkage=0.00196078


Tree=6618
num_leaves=7
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split_feature=16 43 13 4 1 48
split_gain=1.15956e-05 3.00986e-05 3.3427e-05 5.3876e-05 5.28463e-05 4.07517e-05
threshold=0.38525000000000004 0.08845500000000002 -0.0034749999999999994 -0.04890499999999999 0.08844500000000001 0.085130000000000025
decision_type=2 2 2 2 2 2
left_child=1 2 4 -4 -1 -5
right_child=-2 -3 3 5 -6 -7
leaf_value=-0.0054983237319560542 0.0087534639117944658 -0.017090404744087625 -0.02478169781642392 0.012561207163548419 0.022897975345508668 -0.01221736935632842
leaf_weight=0.0012264437738743964 0.0012779903039668609 0.001068408356573675 0.0010086434298315051 0.001596684102150392 0.0014075084525059678 0.0011359314233030373
leaf_count=1172 311 292 337 272 604 133
internal_value=0 -0.00155724 0.00104593 -0.00502978 0.00967584 0.00226091
internal_weight=0 0.00744362 0.00637521 0.00374126 0.00263395 0.00273262
internal_count=3121 2810 2518 742 1776 405
is_linear=0
shrinkage=0.1


Tree=6619
num_leaves=7
num_cat=0
split_feature=0 15 49 15 15 16
split_gain=1.26458e-05 2.02426e-05 7.20451e-05 7.18362e-05 7.09329e-05 4.41022e-06
threshold=-1.0000000180025095e-35 -0.016799999999999995 -0.043469999999999995 -0.10091499999999999 0.035560000000000008 -0.25582999999999995
decision_type=2 2 2 2 2 2
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right_child=-2 4 3 -5 -6 -7
leaf_value=0.016652522098580019 0.0075068682589916188 0.025821361445955811 -0.0078982139008967975 -0.035479912980771688 -0.0073258447274504833 0.001327484883706327
leaf_weight=0.0010192041817794124 0.0017681593195397081 0.0010079021207068488 0.0010253290116948779 0.0010364185631680811 0.0017959102870801075 0.0010475398441719928
leaf_count=248 325 287 201 641 1136 283
internal_value=0 -0.00196739 -0.0064206 -0.0139838 0.00458977 -0.00323594
internal_weight=0 0.0069323 0.00412849 0.00310929 0.00280381 0.00207287
internal_count=3121 2796 1373 1125 1423 484
is_linear=0
shrinkage=0.1


Tree=6620
num_leaves=6
num_cat=0
split_feature=133 160 42 47 2
split_gain=1.2047e-05 4.80022e-05 3.82356e-05 3.25026e-05 4.79491e-05
threshold=-0.085499999999999979 -1.0000000180025095e-35 0.088060000000000013 0.09550500000000002 0.098260000000000014
decision_type=2 2 2 2 2
left_child=-1 -2 3 4 -3
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leaf_value=0.010133853019773388 -0.016968868898132965 -0.017683543609877849 0.016511027313874851 0.013378769807849007 0.0057066985181789785
leaf_weight=0.0010263523334463308 0.0015737965802896233 0.0018408069737528726 0.0014954184436119684 0.0010672458574901033 0.0016728897623106316
leaf_count=488 866 724 542 115 386
internal_value=0 -0.00140409 0.00262723 -0.00190504 -0.00654732
internal_weight=0 0.00765016 0.00607636 0.00458094 0.0035137
internal_count=3121 2633 1767 1225 1110
is_linear=0
shrinkage=0.1


Tree=6621
num_leaves=8
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split_feature=47 4 4 3 12 52 2
split_gain=3.79899e-05 4.87334e-05 6.74421e-05 6.13438e-05 5.24811e-05 4.87363e-05 4.86465e-05
threshold=0.12431000000000002 0.24564500000000003 0.055260000000000011 0.10299500000000002 0.091545000000000015 0.0031350000000000002 0.089885000000000007
decision_type=2 2 2 2 2 2 2
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right_child=-2 -3 -4 -5 -6 -7 -8
leaf_value=-0.00038183786729532312 -0.00037174077808340729 0.00031135999311217305 -0.00048727586652047436 0.00041370379034033194 -0.0004496457887055035 0.00035554234051045309 0.00018656998250859524
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leaf_count=667 91 402 246 122 763 590 240
internal_value=0 2.85474e-05 -4.5546e-05 3.73019e-05 -6.77199e-05 4.55358e-05 -0.000122462
internal_weight=0 0.00894145 0.00708521 0.00596622 0.0046647 0.00359781 0.00233334
internal_count=3121 3030 2628 2382 2260 1497 907
is_linear=0
shrinkage=0.00196078


Tree=6622
num_leaves=8
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split_feature=11 2 4 12 13 0 0
split_gain=2.50132e-05 4.72202e-05 5.34389e-05 5.04927e-05 3.55828e-05 3.43283e-05 2.54431e-05
threshold=0.076920000000000002 0.089775000000000008 0.23246000000000003 0.089735000000000023 -0.074044999999999986 -0.084889999999999979 -0.10011499999999998
decision_type=2 2 2 2 2 2 2
left_child=1 3 4 5 -3 -1 -6
right_child=-2 2 -4 -5 6 -7 -8
leaf_value=-0.00056927172172276076 -0.00029238817488419651 0.00047967456725940219 -0.00020250637580707855 0.00014554884916358316 0.00033107110458913618 -6.9788620540464286e-05 -8.2198359945478766e-05
leaf_weight=0.0011227511866874001 0.0010187464612726226 0.001669240313508351 0.0012550600410722026 0.0014020496452882619 0.0010426565129845616 0.0010003747606854867 0.001270835920390489
leaf_count=656 226 373 272 470 131 480 513
internal_value=0 3.2223e-05 0.000150305 -0.000143227 0.000261485 -0.000333925 0.000104056
internal_weight=0 0.00876297 0.00523779 0.00352518 0.00398273 0.00212313 0.00231349
internal_count=3121 2895 1289 1606 1017 1136 644
is_linear=0
shrinkage=0.00196078


Tree=6623
num_leaves=8
num_cat=0
split_feature=484 1 47 13 4 4 16
split_gain=2.36686e-05 4.31377e-05 4.2642e-05 3.27966e-05 4.4334e-05 7.70103e-05 3.77781e-05
threshold=0.084040000000000017 0.13146500000000003 0.096175000000000024 -0.13710499999999998 0.0061450000000000003 -0.082109999999999975 -0.094359999999999986
decision_type=2 2 2 2 2 2 2
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right_child=-2 -3 -4 4 6 -7 -8
leaf_value=-0.00031520602329648578 0.00028156245177049998 0.00034628918361901344 -0.00044952056261903564 0.00018340812667350239 -2.0273294662123281e-05 -0.00045177428536265077 0.00048665837742628603
leaf_weight=0.0012262523677160552 0.0010099418953661938 0.0010016406595305099 0.0010693196050028646 0.001548857883112363 0.0010710312288678826 0.0013946491516217455 0.0011967298967131249
leaf_count=141 368 194 235 610 252 1121 200
internal_value=0 -3.59235e-05 -8.69223e-05 -2.6692e-05 4.11976e-05 -0.000117545 0.000247242
internal_weight=0 0.00850848 0.00750684 0.00643752 0.00521127 0.00294351 0.00226776
internal_count=3121 2753 2559 2324 2183 1731 452
is_linear=0
shrinkage=0.00196078


Tree=6624
num_leaves=7
num_cat=0
split_feature=2 43 4 4 0 4
split_gain=1.05525e-05 4.13385e-05 6.5707e-05 6.64603e-05 3.12023e-05 1.50245e-05
threshold=0.088225000000000012 0.016310000000000002 -0.064804999999999988 0.033845000000000007 -0.060129999999999996 -0.00099499999999999979
decision_type=2 2 2 2 2 2
left_child=4 2 -2 -4 5 -1
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leaf_value=-0.002791307458265304 -0.020653112198344953 0.017985906428037778 0.025709926659424478 -0.0056028558092022923 0.0093574961157293617 -0.019665781350879152
leaf_weight=0.0010040110654515981 0.0013294001076711109 0.0013259266155573376 0.0010888987485105641 0.0017955143222605611 0.0010603715854250501 0.0011120776298165166
leaf_count=1054 394 298 473 441 179 282
internal_value=0 0.00258627 -0.00225941 0.00621808 -0.00464352 -0.0116594
internal_weight=0 0.00553974 0.00421381 0.00288441 0.00317646 0.00211609
internal_count=3121 1606 1308 914 1515 1336
is_linear=0
shrinkage=0.1


Tree=6625
num_leaves=8
num_cat=0
split_feature=47 4 4 3 12 52 15
split_gain=2.43457e-05 7.1541e-05 5.58765e-05 3.99414e-05 4.56569e-05 4.33338e-05 1.35214e-05
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decision_type=2 2 2 2 2 2 2
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leaf_value=1.3965498853779246e-05 -0.00029662014215533572 0.00037365955842280369 -0.00047492560709879849 0.00028086349045132811 -0.00044667449627521432 0.00032806618359172555 -0.0003078317374691734
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leaf_count=374 97 401 242 173 763 576 495
internal_value=0 2.63825e-05 -6.52998e-05 1.14358e-05 -8.75806e-05 2.85521e-05 -0.000146335
internal_weight=0 0.0086388 0.00683447 0.00575616 0.00420924 0.00318062 0.00200809
internal_count=3121 3024 2623 2381 2208 1445 869
is_linear=0
shrinkage=0.00196078


Tree=6626
num_leaves=8
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split_feature=11 2 52 52 2 12 16
split_gain=1.64665e-05 3.58113e-05 4.85438e-05 6.27932e-05 0.000157373 3.57321e-05 2.71152e-05
threshold=1.0000000180025095e-35 0.089775000000000008 -0.013374999999999998 0.10347000000000002 0.10613000000000002 0.089735000000000023 -0.042349999999999992
decision_type=2 2 2 2 2 2 2
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leaf_weight=0.0010293603897444099 0.0010222195384148045 0.001616704889202434 0.0010223440707714045 0.0013565323657153154 0.0010596526555117706 0.0013694221502624092 0.0010007206263807711
leaf_count=630 244 499 252 330 203 466 497
internal_value=0 2.65421e-05 0.000131189 -5.62246e-07 -0.000214445 -0.000129073 -0.00029418
internal_weight=0 0.00845474 0.00505523 0.00343853 0.002082 0.0033995 0.00203008
internal_count=3121 2877 1284 785 455 1593 1127
is_linear=0
shrinkage=0.00196078


Tree=6627
num_leaves=8
num_cat=0
split_feature=48 4 42 133 52 16 15
split_gain=3.96804e-05 6.35219e-05 4.47632e-05 4.16727e-05 5.95834e-05 9.34672e-05 0.000113423
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decision_type=2 2 2 2 2 2 2
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leaf_value=-0.0004810091848237762 -0.0003796690949441513 0.00047696753310985305 -0.00038719462932467619 0.00030806114536426771 0.00023070324660715797 0.00048911846262272081 -0.00055581878927230249
leaf_weight=0.0010199004163031749 0.0010234032319500824 0.0010666059897827427 0.0011678328271038591 0.0015721728847343441 0.0014546134376195341 0.0012755263391385687 0.0013677369137179002
leaf_count=359 117 301 516 663 192 216 757
internal_value=0 2.79633e-05 -3.2984e-05 2.88489e-05 -5.69247e-05 4.86236e-05 -0.000150453
internal_weight=0 0.00892439 0.00785778 0.00668995 0.00511778 0.00409788 0.00282235
internal_count=3121 3004 2703 2187 1524 1165 949
is_linear=0
shrinkage=0.00196078


Tree=6628
num_leaves=8
num_cat=0
split_feature=484 1 457 4 0 3 16
split_gain=2.58338e-05 3.2797e-05 4.58815e-05 5.20012e-05 6.1408e-05 4.19018e-05 2.03684e-05
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decision_type=2 2 2 2 2 2 2
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leaf_value=0.00019805235738543361 0.00028793065271730836 0.00028409224235671684 0.00029329239183596413 5.9239873342805551e-05 -0.00066207883867800169 -0.00042937311424779833 -0.00015114605028536475
leaf_weight=0.0016576932181782541 0.0010011902512369305 0.0010315050787009427 0.0010497303445254104 0.001727033656098068 0.0011921385414747584 0.0011074993970341673 0.001048338100986485
leaf_count=820 341 194 222 258 1038 97 151
internal_value=0 -4.44447e-05 -8.79898e-05 -0.000147438 -0.000288703 -0.000131669 6.27701e-05
internal_weight=0 0.00881394 0.00778243 0.0067327 0.00402667 0.00283453 0.00270603
internal_count=3121 2780 2586 2364 1393 355 971
is_linear=0
shrinkage=0.00196078


Tree=6629
num_leaves=8
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split_feature=47 4 4 3 12 52 2
split_gain=1.89101e-05 7.20123e-05 5.83486e-05 4.89693e-05 5.52566e-05 3.62183e-05 3.81319e-05
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decision_type=2 2 2 2 2 2 2
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leaf_value=-0.00032049190229873801 -0.00025549778504304916 0.00037228435148350692 -0.00047294061126603403 0.0003545059287151307 -0.00047295341062588358 0.00031951912940543351 0.0001775234391155989
leaf_weight=0.0013418413168301024 0.0010235624319609978 0.0018315225815367471 0.0011275727719765767 0.0012725368418422742 0.0010597671776419277 0.0011714516003856518 0.0010565152251710069
leaf_count=701 91 402 246 122 763 542 254
internal_value=0 2.59876e-05 -6.42369e-05 1.38441e-05 -7.9794e-05 3.6923e-05 -0.000101108
internal_weight=0 0.00886121 0.00702968 0.00590211 0.00462958 0.00356981 0.00239836
internal_count=3121 3030 2628 2382 2260 1497 955
is_linear=0
shrinkage=0.00196078


Tree=6630
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num_cat=0
split_feature=0 3 15 15 47 4
split_gain=1.02431e-05 1.88082e-05 6.29306e-05 4.74103e-05 5.25623e-05 3.64511e-05
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decision_type=2 2 2 2 2 2
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leaf_value=-0.011801608640161068 0.0066840145245153498 0.015086762670170343 0.0011411200077884372 -0.023789117995251449 -0.015337622381749932 0.027711451916429153
leaf_weight=0.0014811425031133656 0.0017882884816615404 0.0012262574766688543 0.0010123835766580891 0.0011654037623157294 0.0010575833420829327 0.0010537112543581846
leaf_count=576 325 473 791 527 175 254
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internal_weight=0 0.00699648 0.00551534 0.00344924 0.00228384 0.00206609
internal_count=3121 2796 2220 1175 648 1045
is_linear=0
shrinkage=0.1


Tree=6631
num_leaves=7
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split_feature=1 42 133 15 151 2
split_gain=1.15928e-05 2.76114e-05 2.7639e-05 3.48902e-05 5.75507e-05 8.14094e-05
threshold=0.12500000000000003 0.092145000000000019 0.089755000000000015 0.013270000000000002 -0.0083949999999999979 0.10045500000000002
decision_type=2 2 2 2 2 2
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right_child=-2 -3 -4 -5 5 -7
leaf_value=-0.018465413201397367 0.0090843803634282905 -0.016068308363706606 0.01481765067630008 -0.018321000583996615 -0.0048454374105328761 0.027640686398360776
leaf_weight=0.0010378432642752077 0.0011963228058875248 0.0011113145326966485 0.0011820554601786066 0.0010596616891515405 0.0018556655808624428 0.0013202080939523889
leaf_count=375 279 566 338 708 567 288
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internal_weight=0 0.00756675 0.00645543 0.00527338 0.00421372 0.00317587
internal_count=3121 2842 2276 1938 1230 855
is_linear=0
shrinkage=0.1


Tree=6632
num_leaves=7
num_cat=0
split_feature=133 160 42 47 48 16
split_gain=1.07868e-05 3.84245e-05 3.60841e-05 3.41739e-05 5.12428e-05 7.55112e-05
threshold=-0.085499999999999979 -1.0000000180025095e-35 0.088060000000000013 0.09550500000000002 0.086035000000000014 -0.078844999999999985
decision_type=2 2 2 2 2 2
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leaf_value=0.0095317089540654532 -0.015210976207083064 0.021295666773679528 0.015709605402399861 0.013448158719428879 -0.026052904461395104 -0.013759993805411298
leaf_weight=0.0010345443169760419 0.0015866170415391213 0.0010446148199734836 0.0015031058986688739 0.0010790605039208241 0.0010000569287261134 0.0014922048195720068
leaf_count=488 866 463 542 115 188 459
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internal_weight=0 0.00770566 0.00611904 0.00461594 0.00353688 0.00253682
internal_count=3121 2633 1767 1225 1110 922
is_linear=0
shrinkage=0.1


Tree=6633
num_leaves=8
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split_feature=52 52 160 15 13 2 4
split_gain=2.84655e-05 6.1221e-05 3.78152e-05 4.17849e-05 7.40095e-05 3.1629e-05 2.21173e-05
threshold=-0.24164999999999998 -0.081429999999999989 0.050340000000000003 -0.11713499999999999 -0.015874999999999997 0.095195000000000016 -0.077679999999999985
decision_type=2 2 2 2 2 2 2
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leaf_value=-0.00032212549787025998 0.00046189639137055109 -0.00025792854162345874 -0.00037071223346319874 2.2339733506508351e-05 0.00045497809027445797 3.2578546324172146e-05 -0.00038628860108685969
leaf_weight=0.0010008313149831123 0.0010895171995760006 0.0015674572429254779 0.0011032068649658253 0.0010323420324672885 0.0019274899621030902 0.0010543692206518792 0.0010050374933230318
leaf_count=374 397 371 216 378 504 197 684
internal_value=0 2.68951e-05 -3.47366e-05 2.1536e-05 0.00010881 0.00030562 -0.000179236
internal_weight=0 0.00877942 0.0076899 0.0065867 0.00501924 0.00298186 0.00203738
internal_count=3121 2747 2350 2134 1763 701 1062
is_linear=0
shrinkage=0.00196078


Tree=6634
num_leaves=7
num_cat=0
split_feature=484 51 2 12 43 2
split_gain=1.20926e-05 2.00417e-05 2.49596e-05 4.56973e-05 5.3621e-05 2.90851e-05
threshold=0.073690000000000019 0.091630000000000003 0.10613000000000002 0.095110000000000014 -0.0037449999999999996 0.088475000000000012
decision_type=2 2 2 2 2 2
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leaf_value=-0.019181818607689062 0.010166668673291477 0.01162692452899663 -0.012987542396901067 0.017977870366459647 -0.0063441775931587056 0.017272702266338244
leaf_weight=0.0015359751872155544 0.0010214540158465938 0.0010225913105425827 0.0019327994315068995 0.0011369524392512986 0.0010451965194195772 0.0010406761760847023
leaf_count=1068 394 331 509 358 309 152
internal_value=0 -0.00141183 -0.00340438 0.000487846 -0.00500253 0.00543867
internal_weight=0 0.00771419 0.0066916 0.0047588 0.00362185 0.00208587
internal_count=3121 2727 2396 1887 1529 461
is_linear=0
shrinkage=0.1


Tree=6635
num_leaves=7
num_cat=0
split_feature=15 42 16 0 15 1
split_gain=1.12192e-05 2.50873e-05 3.25727e-05 3.02032e-05 9.21804e-05 5.83396e-05
threshold=0.090615000000000015 0.088915000000000008 -0.27167499999999994 -0.030209999999999997 -0.0063699999999999989 0.094385000000000011
decision_type=2 2 2 2 2 2
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right_child=-2 -3 3 -5 -6 -7
leaf_value=-0.011229162303524026 -0.0095200326314621095 -0.010787991699832676 -0.016608791741458542 -0.0040259302308918157 0.035617214448835907 0.015209692064450506
leaf_weight=0.0011424585177525863 0.0010944852968222006 0.0014000010358711772 0.001030549339318395 0.0015786160711441931 0.0011647687529079171 0.0013071450119002802
leaf_count=257 555 595 651 242 573 248
internal_value=0 0.00130693 0.00402772 0.00745816 0.0126342 0.00118283
internal_weight=0 0.00762354 0.00622354 0.00508108 0.00350246 0.00233769
internal_count=3121 2566 1971 1714 1472 899
is_linear=0
shrinkage=0.1


Tree=6636
num_leaves=7
num_cat=0
split_feature=50 160 42 15 0 2
split_gain=1.22036e-05 2.90674e-05 2.88296e-05 5.23123e-05 7.05051e-05 3.68586e-05
threshold=0.079410000000000008 -0.081639999999999976 0.091295000000000015 -0.10653 -0.019414999999999998 0.088225000000000012
decision_type=2 2 2 2 2 2
left_child=1 -1 3 -3 5 -5
right_child=-2 2 -4 4 -6 -7
leaf_value=0.016964761477043323 -0.010391448088651212 0.014896522193285678 0.011217668200504967 -0.033784697627990572 0.0093385448038356585 -0.0099646829221400838
leaf_weight=0.0010277562262350909 0.0010077747782237289 0.0010858346308044477 0.0014775570498157522 0.0010320122167678228 0.0013102088798469264 0.0017531672984423543
leaf_count=441 609 275 472 589 182 553
internal_value=0 0.00131204 -0.0011039 -0.00461771 -0.00979163 -0.0187909
internal_weight=0 0.00768654 0.00665878 0.00518122 0.00409539 0.00278518
internal_count=3121 2512 2071 1599 1324 1142
is_linear=0
shrinkage=0.1


Tree=6637
num_leaves=7
num_cat=0
split_feature=457 15 43 3 52 1
split_gain=1.1716e-05 2.89228e-05 3.00378e-05 4.31462e-05 4.02282e-05 3.62203e-05
threshold=0.069910000000000014 0.088655000000000025 -0.04890499999999999 -0.078344999999999984 0.077655000000000016 0.10708500000000001
decision_type=2 2 2 2 2 2
left_child=1 2 3 -1 5 -4
right_child=-2 -3 4 -5 -6 -7
leaf_value=-0.0015048596963491258 0.0096351694095545455 -0.015977610744059959 -0.0014237847569955669 0.025887338893990419 0.0098293046825655081 -0.025020602141264048
leaf_weight=0.0013471710987092685 0.001093369276185671 0.0011589363003152 0.0015776549739225407 0.0010032616825680109 0.0013851996416920304 0.0011068873830333372
leaf_count=746 267 662 476 348 410 212
internal_value=0 -0.00143793 0.0011867 0.0101873 -0.00401148 -0.0111532
internal_weight=0 0.00757911 0.00642017 0.00235043 0.00406974 0.00268454
internal_count=3121 2854 2192 1094 1098 688
is_linear=0
shrinkage=0.1


Tree=6638
num_leaves=6
num_cat=0
split_feature=51 43 12 2 3
split_gain=1.32256e-05 2.68189e-05 5.0369e-05 3.13824e-05 3.90802e-05
threshold=-0.076794999999999988 -0.15323999999999996 0.092355000000000007 0.088225000000000012 0.088060000000000013
decision_type=2 2 2 2 2
left_child=-1 -2 3 -3 -5
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leaf_value=-0.00884640764795693 0.01548415788950315 -0.0094158242939143075 -0.018073705244558702 0.020021889273151548 -0.0013814506805780607
leaf_weight=0.001424082043437685 0.0011805200246086545 0.0012888845200497139 0.0013431885026210294 0.0016410583206199047 0.001776671700126067
leaf_count=537 223 954 630 553 224
internal_value=0 0.00169699 -0.000993355 0.00388109 0.00889558
internal_weight=0 0.00723032 0.0060498 0.00470661 0.00341773
internal_count=3121 2584 2361 1731 777
is_linear=0
shrinkage=0.1


Tree=6639
num_leaves=7
num_cat=0
split_feature=51 42 49 42 4 4
split_gain=1.7394e-05 2.15379e-05 3.0307e-05 5.47466e-05 4.654e-05 3.50663e-05
threshold=-0.076794999999999988 -1.0000000180025095e-35 -0.081404999999999991 0.088915000000000008 -1.0000000180025095e-35 0.24564500000000003
decision_type=2 2 2 2 2 2
left_child=-1 -2 -3 4 -4 -6
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leaf_value=-0.00019527541979051961 -0.00022080822989957913 0.00038804199031430988 0.00034710759813352956 -0.00032738455183251264 -0.00027324973803195682 0.00020415833060738402
leaf_weight=0.0015402603425733229 0.0011067814726150203 0.0010069585166668045 0.0019869723766634019 0.0013416808257092124 0.0013177826972169461 0.0010732990608140771
leaf_count=537 747 171 568 718 178 202
internal_value=0 3.26602e-05 7.43648e-05 1.91419e-05 0.000125337 -5.89527e-05
internal_weight=0 0.00783347 0.00672669 0.00571973 0.00437805 0.00239108
internal_count=3121 2584 1837 1666 948 380
is_linear=0
shrinkage=0.00196078


Tree=6640
num_leaves=8
num_cat=0
split_feature=484 160 133 151 12 52 4
split_gain=1.87403e-05 3.62259e-05 5.06842e-05 4.88671e-05 4.97302e-05 5.86509e-05 5.35946e-05
threshold=0.084040000000000017 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.0083949999999999979 0.092355000000000007 0.077655000000000016 0.053180000000000012
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -3 -4 5 6 -5
right_child=-2 2 3 4 -6 -7 -8
leaf_value=-0.00035785372861537169 0.00025357535627757225 -0.00038272518087016508 -0.00028443885246183959 -0.00018164936298817018 -0.00010872631655520528 0.00065228123055379632 0.00040779746301567175
leaf_weight=0.0011174825395904421 0.0010113729417288607 0.0010313127917988465 0.0011304494507113922 0.0011632929788785618 0.0017234665565485897 0.0011897773765500558 0.0012098208383907491
leaf_count=632 368 709 305 290 478 175 164
internal_value=0 -2.86512e-05 2.07409e-05 8.55862e-05 0.000164713 0.000296983 0.000118852
internal_weight=0 0.0085656 0.00744812 0.00641681 0.00528636 0.00356289 0.00237311
internal_count=3121 2753 2121 1412 1107 629 454
is_linear=0
shrinkage=0.00196078


Tree=6641
num_leaves=7
num_cat=0
split_feature=47 4 4 42 4 13
split_gain=3.48964e-05 7.80702e-05 6.51596e-05 4.24308e-05 4.60146e-05 3.998e-05
threshold=0.12431000000000002 0.24564500000000003 0.055260000000000011 0.088915000000000008 0.0061450000000000003 -0.0034749999999999994
decision_type=2 2 2 2 2 2
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leaf_value=0.00018197228956336528 -0.00036046924291966104 0.00037671445487801492 -0.00050845826819659529 -0.00035268478889027822 0.0004443663366500747 -0.00021957528789772932
leaf_weight=0.001944297003777255 0.0010123077027948497 0.0018962914646231529 0.001106147430731317 0.0010250626682271474 0.0010750810237776139 0.0018703261447456339
leaf_count=1006 91 402 246 644 130 602
internal_value=0 2.36921e-05 -7.16564e-05 1.00319e-05 8.60708e-05 -1.49082e-05
internal_weight=0 0.00891721 0.00702091 0.00591477 0.0048897 0.00381462
internal_count=3121 3030 2628 2382 1738 1608
is_linear=0
shrinkage=0.00196078


Tree=6642
num_leaves=6
num_cat=0
split_feature=43 133 4 48 13
split_gain=1.10592e-05 3.58465e-05 5.55993e-05 4.30709e-05 6.28076e-05
threshold=-0.09225499999999999 0.076280000000000014 -0.077834999999999988 0.085845000000000019 -0.023499999999999997
decision_type=2 2 2 2 2
left_child=-1 2 -2 4 -4
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leaf_count=476 650 827 539 282 347
internal_value=0 0.00185694 -0.00162301 0.00369838 0.0103325
internal_weight=0 0.00676077 0.00550372 0.00429874 0.00298676
internal_count=3121 2645 1818 1168 886
is_linear=0
shrinkage=0.1


Tree=6643
num_leaves=8
num_cat=0
split_feature=4 42 43 2 0 4 16
split_gain=2.10204e-05 2.86261e-05 3.00483e-05 3.93672e-05 4.209e-05 5.21162e-05 3.95256e-05
threshold=0.27287000000000006 0.092145000000000019 0.093175000000000022 0.092875000000000013 -0.10607499999999999 -0.077679999999999985 -0.011989999999999999
decision_type=2 2 2 2 2 2 2
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right_child=-2 -3 -4 6 5 -7 -8
leaf_value=0.00036508688566893113 0.00021000690998574024 -0.00032507395296026766 0.00030838140129328711 -0.00051685762997096246 0.0002420269980431452 -0.0003414452272168519 1.351178021488529e-05
leaf_weight=0.0012439978548853862 0.0014589556097615889 0.0012005338185773007 0.0010499960425296891 0.0011217278851438357 0.0010664863183427581 0.0013133750341138514 0.001042134203767215
leaf_count=158 352 544 191 267 607 680 322
internal_value=0 -4.58203e-05 3.20968e-06 -5.21539e-05 7.28064e-05 -7.99741e-05 -0.000261427
internal_weight=0 0.00803825 0.00683772 0.00578772 0.00362386 0.00237986 0.00216386
internal_count=3121 2769 2225 2034 1445 1287 589
is_linear=0
shrinkage=0.00196078


Tree=6644
num_leaves=8
num_cat=0
split_feature=47 4 4 3 12 52 16
split_gain=3.12237e-05 7.39029e-05 6.81455e-05 4.68228e-05 5.03172e-05 4.11232e-05 1.43025e-05
threshold=0.12431000000000002 0.24564500000000003 0.055260000000000011 0.096675000000000011 0.091545000000000015 0.0031350000000000002 -0.056919999999999991
decision_type=2 2 2 2 2 2 2
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leaf_value=2.9966924845615981e-05 -0.0003343024625303212 0.00037756505810919834 -0.00051070348992296075 0.0003194169027307081 -0.00045719241692406015 0.00032471190270202466 -0.00029196258132079521
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internal_value=0 3.11186e-05 -6.15356e-05 2.19855e-05 -8.07932e-05 3.66429e-05 -0.000127892
internal_weight=0 0.00885156 0.0069838 0.0058888 0.00437649 0.00333574 0.0021231
internal_count=3121 3030 2628 2382 2229 1466 884
is_linear=0
shrinkage=0.00196078


Tree=6645
num_leaves=6
num_cat=0
split_feature=51 49 42 2 3
split_gain=1.15118e-05 2.46961e-05 3.46189e-05 2.24665e-05 5.72248e-05
threshold=-0.076794999999999988 -0.081404999999999991 0.088915000000000008 0.10613000000000002 -0.078934999999999991
decision_type=2 2 2 2 2
left_child=-1 -2 3 4 -3
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leaf_weight=0.0014333526136833044 0.0010401340393521247 0.001250999153239409 0.0012503869718599597 0.0017934993368492729 0.0019381110753307011
leaf_count=537 199 999 718 318 350
internal_value=0 0.00156197 -0.000818425 0.00291495 0.0079506
internal_weight=0 0.00727313 0.006233 0.00498261 0.00318911
internal_count=3121 2584 2385 1667 1349
is_linear=0
shrinkage=0.1


Tree=6646
num_leaves=7
num_cat=0
split_feature=1 52 42 13 2 52
split_gain=1.14719e-05 2.70405e-05 3.74591e-05 4.97443e-05 2.54405e-05 9.94329e-06
threshold=0.12500000000000003 0.11434500000000002 0.084050000000000014 -0.010739999999999998 0.083385000000000015 -0.065544999999999978
decision_type=2 2 2 2 2 2
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leaf_value=0.022692605335512248 0.0091050086498271794 -0.016692825638733613 -0.010746151916849406 0.012613108727499057 -0.013794833867347721 -0.00052746104293869287
leaf_weight=0.0012649007204489217 0.0011832926913029314 0.0010120839281676976 0.0019426929328774066 0.001005387709148476 0.0010241593349985334 0.0012596675020803316
leaf_count=469 279 443 1008 196 328 398
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internal_weight=0 0.00750889 0.00649681 0.00455412 0.00328921 0.00228383
internal_count=3121 2842 2399 1391 922 726
is_linear=0
shrinkage=0.1


Tree=6647
num_leaves=7
num_cat=0
split_feature=42 160 3 0 47 49
split_gain=1.21981e-05 2.34174e-05 3.42228e-05 4.54994e-05 5.25003e-05 3.60434e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.10831999999999999 -0.082009999999999986 0.088195000000000009 -0.039339999999999993
decision_type=2 2 2 2 2 2
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leaf_value=-0.0082839599345985934 -0.0091932652309625312 0.02003036959375561 0.0038628833341079758 -0.014384579216272064 -0.011240590007794876 0.030172824680191015
leaf_weight=0.0014876548475349005 0.0015564452548092302 0.0011527576167122367 0.0010833374391060887 0.0013812214685054204 0.0010128805999555898 0.0010025831307636168
leaf_count=862 828 206 156 567 100 402
internal_value=0 0.00166405 0.00466414 0.000710243 0.00743842 0.0165086
internal_weight=0 0.00718923 0.00563278 0.00448002 0.0030988 0.00208592
internal_count=3121 2259 1431 1225 658 558
is_linear=0
shrinkage=0.1


Tree=6648
num_leaves=6
num_cat=0
split_feature=1 0 15 3 2
split_gain=1.18257e-05 4.03137e-05 2.20067e-05 4.14692e-05 5.28731e-05
threshold=0.077565000000000009 0.024095000000000002 0.013270000000000002 0.10893000000000001 1.0000000180025095e-35
decision_type=2 2 2 2 2
left_child=1 -1 3 4 -2
right_child=2 -3 -4 -5 -6
leaf_value=-0.016329089536326408 -0.0022105418242893884 0.0073592131717520022 -0.010781447352608166 -0.0090731048257570949 0.022961836540828208
leaf_weight=0.0015377709870063026 0.0015382677224776505 0.0013483766583844256 0.0010160090970689718 0.0013934348146712986 0.0018236522675092971
leaf_count=1553 396 83 423 212 454
internal_value=0 -0.00526217 0.00257776 0.00543203 0.0114441
internal_weight=0 0.00288615 0.00577136 0.00475535 0.00336192
internal_count=3121 1636 1485 1062 850
is_linear=0
shrinkage=0.1


Tree=6649
num_leaves=7
num_cat=0
split_feature=484 48 2 2 16 4
split_gain=2.12876e-05 3.72352e-05 3.85414e-05 6.19193e-05 4.57226e-05 4.61068e-05
threshold=0.084040000000000017 0.092475000000000016 0.10912000000000001 0.095195000000000016 -0.056919999999999991 0.053180000000000012
decision_type=2 2 2 2 2 2
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right_child=-2 -3 -4 -5 -6 -7
leaf_value=-0.00011445338106417728 0.00025830360011704231 0.00020539091223776681 0.00020587802659723225 -0.00054540952469358964 -0.00030864676526510832 0.00041925012174352745
leaf_weight=0.0015144636547857297 0.0010382497890690208 0.0018852269657768294 0.0012481213638149934 0.0013256928870248952 0.001713130393426297 0.0010564667131009158
leaf_count=891 368 338 402 334 618 170
internal_value=0 -3.86636e-05 -0.000105754 -0.00017509 -6.04949e-05 0.00010486
internal_weight=0 0.0087431 0.00685788 0.00560975 0.00428406 0.00257093
internal_count=3121 2753 2415 2013 1679 1061
is_linear=0
shrinkage=0.00196078


Tree=6650
num_leaves=7
num_cat=0
split_feature=1 42 2 48 0 16
split_gain=1.21812e-05 2.4117e-05 2.2027e-05 4.66963e-05 4.9587e-05 6.23059e-05
threshold=0.12500000000000003 0.092145000000000019 0.11293500000000002 0.083985000000000018 -0.10224499999999999 -0.056919999999999991
decision_type=2 2 2 2 2 2
left_child=1 2 3 4 -1 -6
right_child=-2 -3 -4 -5 5 -7
leaf_value=-0.025222900136327803 0.0093925868040975 -0.015166834050531933 0.013427161827293222 0.013486358141228725 0.015181109423270223 -0.015384379286248633
leaf_weight=0.0011339029191596403 0.001182830220600793 0.0011050184062174496 0.0011407116765872671 0.0014313485237802529 0.001320187915190106 0.0013477295985958658
leaf_count=237 279 566 212 371 753 703
internal_value=0 -0.00152854 0.000835882 -0.00190873 -0.00770483 -0.000259403
internal_weight=0 0.0074789 0.00637388 0.00523317 0.00380182 0.00266792
internal_count=3121 2842 2276 2064 1693 1456
is_linear=0
shrinkage=0.1


Tree=6651
num_leaves=9
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split_feature=484 1 457 4 0 42 2 2
split_gain=2.46488e-05 3.67559e-05 4.96933e-05 4.08683e-05 5.89192e-05 6.51365e-05 4.54672e-05 3.04544e-05
threshold=0.084040000000000017 0.13146500000000003 0.045365000000000009 -0.082109999999999975 -0.084144999999999984 0.08623500000000002 0.092235000000000025 0.09678500000000001
decision_type=2 2 2 2 2 2 2 2
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right_child=-2 -3 -4 4 -6 -7 -8 -9
leaf_value=0.00030383897361469073 0.0002741666381333219 0.00030114597789038196 0.00030879966066326775 -0.00062627097050320184 -0.00066643040265870887 0.00026754749941581115 -7.239680464108094e-05 -0.00015356031696237091
leaf_weight=0.0010544136253432118 0.0010367175299659361 0.0010357385856559244 0.0010287169854867667 0.001034219906155229 0.0010612768176654439 0.0010531827003109687 0.0012689747605480605 0.0011927091896754951
leaf_count=501 368 194 218 336 843 309 197 155
internal_value=0 -4.56245e-05 -9.23086e-05 -0.00015422 -0.000263729 -0.000136396 -0.000321107 6.10644e-05
internal_weight=0 0.00872923 0.00769349 0.00666478 0.00441765 0.00335638 0.00230319 0.00224712
internal_count=3121 2753 2559 2341 1685 842 533 656
is_linear=0
shrinkage=0.00196078


Tree=6652
num_leaves=8
num_cat=0
split_feature=52 52 160 133 16 0 1
split_gain=2.73693e-05 6.07601e-05 4.4731e-05 3.4552e-05 8.99874e-05 5.63786e-05 4.86481e-05
threshold=-0.24456499999999998 -0.081429999999999989 0.050340000000000003 1.0000000180025095e-35 0.0065250000000000004 -0.10011499999999998 0.10612500000000001
decision_type=2 2 2 2 2 2 2
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leaf_value=-0.00031179261092138745 0.00045529616831697738 0.00042385526395296522 -0.00039331121807507132 -0.0002334484459439618 0.00057553633838301071 -0.00038297823427546878 -0.00010306681681888448
leaf_weight=0.0010260849794675722 0.0011118975162137433 0.0011621237386546081 0.0011412722983482415 0.0015215732427229511 0.0011919674818046582 0.0012529677383871915 0.0016026644192706063
leaf_count=364 407 169 216 782 167 860 156
internal_value=0 2.62353e-05 -3.43639e-05 2.64946e-05 0.000102415 -3.79487e-05 0.000118414
internal_weight=0 0.00898447 0.00787257 0.0067313 0.00520972 0.00401776 0.00276479
internal_count=3121 2757 2350 2134 1352 1185 325
is_linear=0
shrinkage=0.00196078


Tree=6653
num_leaves=8
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split_feature=484 42 49 2 1 43 2
split_gain=2.83297e-05 4.61789e-05 6.5639e-05 5.09737e-05 6.89517e-05 5.1347e-05 3.90904e-05
threshold=0.084040000000000017 0.091295000000000015 0.0093850000000000027 0.11177500000000001 0.077565000000000009 -0.0037449999999999996 0.086100000000000024
decision_type=2 2 2 2 2 2 2
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right_child=-2 -3 -4 -5 5 6 -8
leaf_value=-0.00062238140115090403 0.00029704365457662943 0.00024140521869514897 0.00033393911048318917 0.0001695116717415624 -0.00044018902887200592 0.00034417791665887834 -0.00020231215769141517
leaf_weight=0.0015678253167229718 0.0010446939150550094 0.0017408407807953117 0.0010618232722047205 0.0011822077441672402 0.0012104447329362557 0.0010061621394412482 0.001006749734183526
leaf_count=791 368 648 405 207 372 160 170
internal_value=0 -4.45255e-05 -0.000115278 -0.000195131 -0.000285105 -0.000121055 7.08531e-05
internal_weight=0 0.00877605 0.00703521 0.00597339 0.00479118 0.00322336 0.00201291
internal_count=3121 2753 2105 1700 1493 702 330
is_linear=0
shrinkage=0.00196078


Tree=6654
num_leaves=7
num_cat=0
split_feature=484 42 49 47 2 3
split_gain=1.10303e-05 2.21497e-05 3.21608e-05 4.57154e-05 4.31539e-05 3.01042e-05
threshold=0.073690000000000019 0.091295000000000015 -0.00064499999999999985 0.10254000000000001 0.10613000000000002 -0.059315
decision_type=2 2 2 2 2 2
left_child=1 2 -1 4 5 -4
right_child=-2 -3 3 -5 -6 -7
leaf_value=-0.015631118518395461 0.009751624648389072 0.0093259107645148106 -0.0074728794876624443 0.019253437916362744 -0.02126140867399668 0.015516206508363831
leaf_weight=0.0017238736285771702 0.0010128486760962877 0.0015514207467722304 0.0012805850342612166 0.0010021551089345096 0.0011076536667176924 0.0010259916570961401
leaf_count=478 394 645 1014 131 280 179
internal_value=0 -0.00134992 -0.00404732 0.000474255 -0.00503787 0.00275293
internal_weight=0 0.00769168 0.00614026 0.00441639 0.00341423 0.00230658
internal_count=3121 2727 2082 1604 1473 1193
is_linear=0
shrinkage=0.1


Tree=6655
num_leaves=8
num_cat=0
split_feature=47 4 4 3 12 52 15
split_gain=2.99719e-05 7.66669e-05 7.30871e-05 6.31701e-05 4.83587e-05 3.55675e-05 1.37772e-05
threshold=0.12794000000000003 0.24564500000000003 0.055260000000000011 0.096675000000000011 0.091545000000000015 0.077655000000000016 -0.022504999999999997
decision_type=2 2 2 2 2 2 2
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right_child=-2 -3 -4 -5 -6 -7 -8
leaf_value=2.6854438197431615e-05 -0.00032485373930262677 0.00037493592096826163 -0.0005228177803220912 0.00035760692026941049 -0.00046734679918509657 0.00029888981452796492 -0.00028256000149567571
leaf_weight=0.0010909811648435507 0.0010529137201799729 0.0018969570598354971 0.0011436246924185151 0.0015581096193614738 0.0010572089328079477 0.0011188404268901281 0.0011225553708364409
leaf_count=399 82 406 247 153 763 535 536
internal_value=0 2.48052e-05 -6.88562e-05 1.84317e-05 -0.000101961 1.39595e-05 -0.00013006
internal_weight=0 0.00898828 0.00709132 0.0059477 0.00438959 0.00333238 0.00221354
internal_count=3121 3039 2633 2386 2233 1470 935
is_linear=0
shrinkage=0.00196078


Tree=6656
num_leaves=7
num_cat=0
split_feature=3 52 52 12 12 4
split_gain=1.16207e-05 1.97094e-05 3.29181e-05 3.30053e-05 3.72914e-05 4.03548e-05
threshold=0.13524500000000003 0.11125500000000001 0.070205000000000017 0.096210000000000004 0.081420000000000006 0.033845000000000007
decision_type=2 2 2 2 2 2
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leaf_value=0.010515649335933188 0.008730918869704684 -0.01410000163824256 0.016614378916470964 0.01301306743418185 -0.020516242683009417 -0.013196961576520999
leaf_weight=0.0015754691836453909 0.001281480134278634 0.0010754324337020607 0.0010610573697151923 0.0010689490309387581 0.0013300654197238347 0.0013181696917944014
leaf_count=315 192 484 530 393 960 247
internal_value=0 -0.00158042 0.000538649 -0.00268417 -0.00665688 -0.000286405
internal_weight=0 0.00742914 0.00635371 0.00529265 0.0042237 0.00289364
internal_count=3121 2929 2445 1915 1522 562
is_linear=0
shrinkage=0.1


Tree=6657
num_leaves=7
num_cat=0
split_feature=4 16 16 15 4 15
split_gain=1.20835e-05 1.8831e-05 3.08912e-05 3.7446e-05 5.47933e-05 2.42215e-05
threshold=0.27287000000000006 -0.092484999999999984 -0.056919999999999991 -0.016799999999999995 -0.10429499999999998 -0.094549999999999981
decision_type=2 2 2 2 2 2
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leaf_value=0.0024071152022005497 0.0086938646624921054 0.015026463563600679 -0.017158547475955976 -0.0085144194255429486 0.021180057909844039 -0.018340448211913191
leaf_weight=0.0010066796278293262 0.0013353771548220471 0.0013022358437756198 0.0012303358768953536 0.001463760339175597 0.0010798208012500398 0.0012757981049453166
leaf_count=187 352 860 651 264 490 317
internal_value=0 -0.00164578 0.00174637 -0.00283609 0.00409171 -0.0091898
internal_weight=0 0.00735863 0.00507615 0.00377392 0.00254358 0.00228248
internal_count=3121 2769 2265 1405 754 504
is_linear=0
shrinkage=0.1


Tree=6658
num_leaves=6
num_cat=0
split_feature=0 3 3 15 1
split_gain=1.1468e-05 3.43712e-05 3.01975e-05 5.35229e-05 4.36927e-05
threshold=-0.060129999999999996 0.076840000000000006 -0.08824499999999999 -0.0088349999999999974 0.094385000000000011
decision_type=2 2 2 2 2
left_child=2 -2 -1 4 -4
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leaf_value=-0.016992274329063382 0.013136673972845726 -0.009661981264556814 -0.022775403361522919 0.015636944637346523 0.0022892749490740594
leaf_weight=0.001167437634586108 0.0018726313575989887 0.0010222401771613275 0.0010993712478519402 0.0016223314721050615 0.0018930616304576613
leaf_count=538 448 125 707 874 429
internal_value=0 0.00508599 -0.00262426 0.00101054 -0.00691908
internal_weight=0 0.00289487 0.0057822 0.00461476 0.00299243
internal_count=3121 573 2548 2010 1136
is_linear=0
shrinkage=0.1


Tree=6659
num_leaves=7
num_cat=0
split_feature=457 160 2 2 15 3
split_gain=2.14608e-05 3.90758e-05 4.55218e-05 9.17917e-05 3.30049e-05 3.38188e-05
threshold=0.069910000000000014 0.041220000000000007 0.11293500000000002 0.10097500000000002 -0.055554999999999993 -0.059315
decision_type=2 2 2 2 2 2
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leaf_weight=0.0011838053478785944 0.0012172954908358591 0.0010309045473271775 0.0019268525969023164 0.0010328486928200429 0.0019662823596483586 0.0012133831896186959
leaf_count=528 267 361 435 237 1170 123
internal_value=0 -4.43996e-05 5.91506e-06 -8.64622e-05 3.79563e-05 0.000142009
internal_weight=0 0.00835408 0.00732317 0.00539632 0.00436347 0.00317967
internal_count=3121 2854 2493 2058 1821 1293
is_linear=0
shrinkage=0.00196078


Tree=6660
num_leaves=7
num_cat=0
split_feature=4 16 48 42 16 16
split_gain=1.12624e-05 2.37001e-05 3.86014e-05 4.42347e-05 4.99787e-05 1.83363e-05
threshold=0.24564500000000003 -0.094359999999999986 0.091545000000000015 0.086325000000000013 0.22339500000000004 -0.018494999999999998
decision_type=2 2 2 2 2 2
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leaf_value=-0.012532765896074988 0.0067836406326888341 0.0027333573980274943 0.018320641480934399 -0.02090759746662689 -0.01489961995439896 0.021700291423619907
leaf_weight=0.0016140691415017271 0.0018852315745387796 0.0010361556415943766 0.001064258998794222 0.0010370062876714084 0.0010370325012675646 0.0010031926269244793
leaf_count=393 426 627 267 772 222 414
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internal_weight=0 0.00679172 0.00517765 0.00411339 0.00307638 0.00203935
internal_count=3121 2695 2302 2035 1263 1041
is_linear=0
shrinkage=0.1


Tree=6661
num_leaves=7
num_cat=0
split_feature=16 1 15 43 16 0
split_gain=1.18014e-05 4.03035e-05 5.96448e-05 3.82589e-05 4.0103e-05 5.74838e-05
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decision_type=2 2 2 2 2 2
left_child=1 2 -1 -3 5 -5
right_child=-2 3 -4 4 -6 -7
leaf_value=-0.026828340210252783 0.0089135824996564306 0.017342183080471221 0.004982288630608251 -0.013461424378512374 -0.017973014137214277 0.01742548680128533
leaf_weight=0.0012908953853975507 0.0012560276499740206 0.0014294689633444248 0.0010846998531970061 0.00100921085399161 0.0010935817826038434 0.0014953806718939746
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internal_weight=0 0.00740324 0.0023756 0.00502764 0.00359817 0.00250459
internal_count=3121 2810 1511 1299 760 510
is_linear=0
shrinkage=0.1


Tree=6662
num_leaves=8
num_cat=0
split_feature=159 15 0 48 16 52 3
split_gain=6.26674e-05 5.00794e-05 5.897e-05 0.000102195 4.31992e-05 6.19321e-05 9.98103e-05
threshold=-1.0000000180025095e-35 -0.15026499999999995 -0.14920999999999998 0.082620000000000013 -0.23935499999999996 0.083680000000000018 -0.074479999999999977
decision_type=2 2 2 2 2 2 2
left_child=-1 -2 -3 4 -4 6 -6
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leaf_value=-0.00047277369190953494 0.00043044687893248665 -0.00034725922757679355 0.00028065857896280953 0.00063279437158349076 -0.00076557495873021022 0.00016443390149951384 2.6655601596334284e-05
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leaf_count=509 321 170 156 376 829 527 233
internal_value=0 3.98235e-05 -1.44659e-05 7.09989e-05 -3.92699e-05 -0.000137186 -0.000331655
internal_weight=0 0.00907916 0.0079713 0.00634249 0.00530184 0.00405943 0.00246812
internal_count=3121 2612 2291 2121 1745 1589 1062
is_linear=0
shrinkage=0.00196078


Tree=6663
num_leaves=9
num_cat=0
split_feature=131 13 51 47 4 1 52 2
split_gain=2.51004e-05 3.47306e-05 4.56697e-05 7.1799e-05 5.69245e-05 5.18846e-05 4.90725e-05 1.27888e-05
threshold=0.084390000000000007 -0.23438999999999996 0.08955500000000001 0.096175000000000024 -0.04890499999999999 0.086105000000000015 0.077655000000000016 0.090310000000000015
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 3 4 6 -6 -3 -7
right_child=-2 2 -4 -5 5 7 -8 -9
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leaf_weight=0.0011549395704984183 0.0010022567473162896 0.0010670485095216618 0.0011270612702055502 0.0012109074843925467 0.0010219462397048351 0.0010087819136317757 0.0010929336232472491 0.0010086110797808948
leaf_count=138 492 482 318 158 668 152 515 198
internal_value=0 2.51623e-05 -2.33545e-05 4.06445e-05 0.000140791 0.000313749 -0.000102581 0.000496087
internal_weight=0 0.00869223 0.00753729 0.00641023 0.00519932 0.00303934 0.00215998 0.00201739
internal_count=3121 2629 2491 2173 2015 1018 997 350
is_linear=0
shrinkage=0.00196078


Tree=6664
num_leaves=8
num_cat=0
split_feature=159 15 0 48 12 16 2
split_gain=3.2928e-05 5.47521e-05 5.51721e-05 9.23372e-05 4.02802e-05 5.99164e-05 4.30543e-05
threshold=-1.0000000180025095e-35 -0.15026499999999995 -0.14920999999999998 0.082620000000000013 0.097825000000000009 0.15891500000000003 0.088225000000000012
decision_type=2 2 2 2 2 2 2
left_child=-1 -2 -3 4 5 6 -4
right_child=1 2 3 -5 -6 -7 -8
leaf_value=-0.0003362248673315334 0.00043785111551359343 -0.00035047654516818605 -0.00024060547825784442 0.00060243503832058218 0.00023118637042650805 -0.00055011464225592649 0.00024425314238118897
leaf_weight=0.0010341942216683673 0.00112524399728037 0.0015935746330815763 0.0014258958689689252 0.0010063028390645927 0.0014698247786788052 0.0010492134770569779 0.0013910142739320395
leaf_count=509 321 170 789 376 308 251 397
internal_value=0 3.30764e-05 -2.43178e-05 5.7634e-05 -4.51097e-05 -0.000150152 -1.17815e-06
internal_weight=0 0.00906107 0.00793583 0.00634225 0.00533595 0.00386612 0.00281691
internal_count=3121 2612 2291 2121 1745 1437 1186
is_linear=0
shrinkage=0.00196078


Tree=6665
num_leaves=7
num_cat=0
split_feature=50 160 3 2 52 3
split_gain=1.44596e-05 2.71022e-05 2.76355e-05 3.83352e-05 5.29302e-05 3.72157e-05
threshold=0.079410000000000008 -0.081639999999999976 -0.10519499999999998 0.10613000000000002 -0.066844999999999988 -0.013929999999999998
decision_type=2 2 2 2 2 2
left_child=1 -1 -3 4 -4 -6
right_child=-2 2 3 -5 5 -7
leaf_value=0.016487939647296609 -0.01130300170162821 0.010622506201362805 -0.015124491477827027 -0.016987387161293506 -0.0012873675541191776 0.024825824338347638
leaf_weight=0.0010324252581906373 0.0010120021441048996 0.0015805783881351638 0.001224177984660259 0.0016598976167968931 0.001176252731482281 0.0010181956805727591
leaf_count=441 609 292 408 438 789 144
internal_value=0 0.00141235 -0.000924961 -0.00451886 0.00153518 0.0108288
internal_weight=0 0.00769153 0.0066591 0.00507852 0.00341863 0.00219445
internal_count=3121 2512 2071 1779 1341 933
is_linear=0
shrinkage=0.1


Tree=6666
num_leaves=7
num_cat=0
split_feature=3 457 3 12 2 2
split_gain=1.29493e-05 2.2938e-05 3.76011e-05 4.51961e-05 7.09591e-05 5.47361e-05
threshold=0.13524500000000003 0.069910000000000014 0.090900000000000009 0.090020000000000017 0.088225000000000012 0.086950000000000013
decision_type=2 2 2 2 2 2
left_child=1 2 3 4 -1 -5
right_child=-2 -3 -4 5 -6 -7
leaf_value=-0.010356195290708584 0.0092508519584706631 0.012020935956672803 -0.019705120408773199 0.0033806881973284589 0.021225783848575916 -0.028185040613109724
leaf_weight=0.0012246093175314397 0.0012746960167344243 0.0010515120900410286 0.0012200134102714477 0.0012104017800161227 0.0016976732391248361 0.0010058449750389937
leaf_count=929 192 246 127 391 518 718
internal_value=0 -0.00166072 -0.00392325 -0.000176245 0.00799107 -0.0109454
internal_weight=0 0.00741005 0.00635854 0.00513853 0.00292228 0.00221625
internal_count=3121 2929 2683 2556 1447 1109
is_linear=0
shrinkage=0.1


Tree=6667
num_leaves=7
num_cat=0
split_feature=0 3 47 1 13 3
split_gain=1.33804e-05 2.87191e-05 4.53904e-05 3.20378e-05 2.57269e-05 1.63684e-05
threshold=-0.060129999999999996 -0.08824499999999999 0.087235000000000021 0.093575000000000019 0.11217000000000001 -0.053259999999999995
decision_type=2 2 2 2 2 2
left_child=1 -1 3 5 -2 -3
right_child=4 2 -4 -5 -6 -7
leaf_value=-0.016853607922305627 -0.001381746009181198 0.0080749621725874788 -0.015481913212924631 0.019327561589742227 0.018443888704682034 -0.0096581311120151215
leaf_weight=0.0011660284709162404 0.0018845857505128509 0.0010359226664318122 0.0012580129601082778 0.0012679413016924291 0.0010028293823258179 0.0010462128281731266
leaf_count=538 485 1154 252 420 88 184
internal_value=0 -0.00283358 0.000714036 0.0067959 0.0055039 -0.000835404
internal_weight=0 0.00577412 0.00460809 0.00335008 0.00288742 0.00208214
internal_count=3121 2548 2010 1758 573 1338
is_linear=0
shrinkage=0.1


Tree=6668
num_leaves=6
num_cat=0
split_feature=42 160 49 42 0
split_gain=1.2709e-05 2.3035e-05 2.93993e-05 5.47556e-05 2.94327e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.047584999999999995 0.091545000000000015 -0.10224499999999999
decision_type=2 2 2 2 2
left_child=-1 -2 -3 4 -4
right_child=1 2 3 -5 -6
leaf_value=-0.0084679515769965352 -0.0090769705662722376 0.017191147473664178 -0.0046492284122123945 -0.01926451042381408 0.01505364862631094
leaf_weight=0.0014849610890544469 0.0015537882449718097 0.0014074110447275376 0.0012724768221467953 0.0010516597793755068 0.0018758821620447467
leaf_count=862 828 257 170 435 569
internal_value=0 0.00169726 0.00468274 0.000491218 0.00709031
internal_weight=0 0.00716122 0.00560743 0.00420002 0.00314836
internal_count=3121 2259 1431 1174 739
is_linear=0
shrinkage=0.1


Tree=6669
num_leaves=8
num_cat=0
split_feature=1 484 457 52 43 12 12
split_gain=3.15611e-05 3.5348e-05 4.74052e-05 3.28655e-05 4.1757e-05 7.68418e-05 5.67237e-05
threshold=0.13146500000000003 0.084040000000000017 0.045365000000000009 -1.0000000180025095e-35 -0.15582499999999996 0.090840000000000018 0.081420000000000006
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 -1 -5 6 -6
right_child=-2 -3 -4 4 5 -7 -8
leaf_value=-0.00042716962036901032 0.0003049758743771155 0.00029981171871644121 0.00030014295087023134 0.00026218836945821945 -0.00020699915448741266 -0.00054035435480301027 0.0003579635731694901
leaf_weight=0.001334256004536725 0.0011053071288406593 0.0010020487357621293 0.0010295671155102857 0.0010754978882665748 0.0017322914733528345 0.0014336450630100836 0.0011282782236649552
leaf_count=786 234 328 218 133 226 582 614
internal_value=0 -4.66945e-05 -9.1592e-05 -0.000151753 -8.3318e-05 -0.000169851 1.58359e-05
internal_weight=0 0.00873558 0.00773354 0.00670397 0.00536971 0.00429421 0.00286057
internal_count=3121 2887 2559 2341 1555 1422 840
is_linear=0
shrinkage=0.00196078


Tree=6670
num_leaves=8
num_cat=0
split_feature=4 47 42 13 160 43 2
split_gain=2.71638e-05 2.88161e-05 6.08572e-05 4.24021e-05 7.50839e-05 5.573e-05 1.91734e-05
threshold=0.27287000000000006 0.11402500000000002 -1.0000000180025095e-35 -0.033284999999999988 1.0000000180025095e-35 -0.0037449999999999996 0.08919500000000001
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 5 6 -4 -5
right_child=-2 -3 3 4 -6 -7 -8
leaf_value=-0.00052261257797614328 0.0002371952185755051 0.00025768186492028139 -0.00051972329288138845 0.00052992384897983908 -0.000295148271883775 3.9303663320912669e-05 0.00016346607286253821
leaf_weight=0.0010853579923155157 0.0014850680363620314 0.0010175752041590288 0.0011791730711167828 0.0010616011823038392 0.0010587581129523189 0.0016380471285440321 0.0011366454824060374
leaf_count=798 352 122 984 129 130 386 220
internal_value=0 -5.10683e-05 -9.49502e-05 -1.85344e-05 0.000133829 -0.000194682 0.00034044
internal_weight=0 0.00817716 0.00715958 0.00607422 0.003257 0.00281722 0.00219825
internal_count=3121 2769 2647 1849 479 1370 349
is_linear=0
shrinkage=0.00196078


Tree=6671
num_leaves=8
num_cat=0
split_feature=159 15 0 48 42 16 0
split_gain=5.48046e-05 5.02797e-05 7.02839e-05 0.000120748 4.78944e-05 4.5515e-05 4.49722e-05
threshold=-1.0000000180025095e-35 -0.15026499999999995 -0.14920999999999998 0.082620000000000013 0.086325000000000013 0.15891500000000003 -0.07929499999999999
decision_type=2 2 2 2 2 2 2
left_child=-1 -2 -3 4 5 6 -4
right_child=1 2 3 -5 -6 -7 -8
leaf_value=-0.00044250743879108867 0.00042110218019462167 -0.00037749340463456854 1.8619898360835669e-05 0.00069603603673303851 -0.00031104177072617577 -0.00023675651808886751 0.00055280563376937494
leaf_weight=0.0010145482576572702 0.0011505554809160068 0.0016535312206050201 0.001508824474120436 0.0010158890972505287 0.001718895224099896 0.001155797255530281 0.0010125538256941476
leaf_count=509 321 170 718 376 620 204 203
internal_value=0 3.76461e-05 -1.70545e-05 7.58963e-05 -4.0854e-05 8.54452e-05 0.000233142
internal_weight=0 0.00921605 0.00806549 0.00641196 0.00539607 0.00367718 0.00252138
internal_count=3121 2612 2291 2121 1745 1125 921
is_linear=0
shrinkage=0.00196078


Tree=6672
num_leaves=9
num_cat=0
split_feature=48 4 151 49 15 16 52 3
split_gain=3.42387e-05 9.58993e-05 4.63425e-05 4.44077e-05 4.38417e-05 5.99818e-05 5.3299e-05 4.76409e-06
threshold=0.11926500000000002 0.36766000000000004 -0.024429999999999997 -0.066019999999999981 -0.055554999999999993 0.38525000000000004 0.090245000000000006 -0.080564999999999984
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 -5 6 7 -6
right_child=-2 -3 3 4 5 -7 -8 -9
leaf_value=0.00030038629308780428 -0.00035348261305933823 0.00056141585052539621 -0.00048947043516454328 -0.0003752605551228267 -4.3316778092285547e-06 0.00041080545732038011 -0.00044424854426491125 0.00018600375856009583
leaf_weight=0.001208568195960982 0.0010313156217538781 0.0011166143426253805 0.0010384740529197347 0.0012282532689571971 0.0010222438412421262 0.0012312099346373151 0.0011142786626148252 0.0010003608442060818
leaf_count=435 117 301 140 664 633 160 419 252
internal_value=0 2.37856e-05 -5.27535e-05 -0.00011708 -4.79779e-05 4.40499e-05 -9.98997e-05 8.98064e-05
internal_weight=0 0.00896 0.00784339 0.00663482 0.00559635 0.00436809 0.00313688 0.0020226
internal_count=3121 3004 2703 2268 2128 1464 1304 885
is_linear=0
shrinkage=0.00196078


Tree=6673
num_leaves=7
num_cat=0
split_feature=4 151 12 2 16 16
split_gain=1.35552e-05 1.83056e-05 2.80458e-05 2.87089e-05 2.77568e-05 3.9313e-05
threshold=0.27287000000000006 -0.024429999999999997 0.088305000000000008 0.088555000000000009 -0.08595499999999999 0.023255000000000001
decision_type=2 2 2 2 2 2
left_child=1 -1 4 -4 -3 -6
right_child=-2 2 3 -5 5 -7
leaf_value=0.010048121536452475 0.0091602867833971546 -0.022923213953998954 0.014006689634175421 -0.0062270588995358448 0.0097911531711980769 -0.016137804865441623
leaf_weight=0.0011149781970085761 0.0013446448121474091 0.0011097169768708084 0.0013585476451552347 0.0014493286310858838 0.0011217758596729561 0.0012214408308045008
leaf_count=451 352 376 516 709 503 214
internal_value=0 -0.00175697 -0.00385932 0.00356273 -0.00989482 -0.00372475
internal_weight=0 0.00737579 0.00626081 0.00280788 0.00345293 0.00234322
internal_count=3121 2769 2318 1225 1093 717
is_linear=0
shrinkage=0.1


Tree=6674
num_leaves=6
num_cat=0
split_feature=0 0 15 150 13
split_gain=1.3942e-05 2.78085e-05 3.50196e-05 3.98186e-05 2.62603e-05
threshold=-0.062294999999999996 -0.10011499999999998 -0.0088349999999999974 0.081835000000000019 0.11217000000000001
decision_type=2 2 2 2 2
left_child=1 2 3 -1 -2
right_child=4 -3 -4 -5 -6
leaf_value=-0.011943047178961002 -0.0013052943506048501 -0.013335332570774265 0.017846433952525494 0.012527096256916132 0.018585923171703055
leaf_weight=0.0019818217486635998 0.0019300727167661633 0.0017757417039413843 0.0010056511478792858 0.0010007984174619199 0.0010115578684662884
leaf_count=310 505 1888 173 155 90
internal_value=0 -0.00292586 0.00170886 -0.00373225 0.00553483
internal_weight=0 0.00576401 0.00398827 0.00298262 0.00294163
internal_count=3121 2526 638 465 595
is_linear=0
shrinkage=0.1


Tree=6675
num_leaves=7
num_cat=0
split_feature=11 13 150 3 2 1
split_gain=1.99003e-05 3.01563e-05 5.18356e-05 6.3235e-05 6.95201e-05 8.39983e-05
threshold=0.076920000000000002 -0.094514999999999988 0.086615000000000011 0.10732000000000001 0.092120000000000021 0.090405000000000013
decision_type=2 2 2 2 2 2
left_child=1 -1 3 4 5 -3
right_child=-2 2 -4 -5 -6 -7
leaf_value=0.00024480205306991496 -0.00026364317458077847 -0.00041458090693574716 -0.00042440150272889679 -0.00037630610390737546 0.0004748775317463747 0.0002552734683334948
leaf_weight=0.0018650656051823287 0.00103496541511952 0.0012719950319678014 0.0011089698446862459 0.0011258946606675369 0.0015786228244441159 0.0016577034184298354
leaf_count=322 226 1056 264 90 756 407
internal_value=0 2.41301e-05 -3.69045e-05 3.93656e-05 0.000143174 -3.5559e-05
internal_weight=0 0.00860825 0.00674319 0.00563422 0.00450832 0.0029297
internal_count=3121 2895 2573 2309 2219 1463
is_linear=0
shrinkage=0.00196078


Tree=6676
num_leaves=7
num_cat=0
split_feature=4 150 13 12 1 13
split_gain=1.29599e-05 1.7807e-05 2.1876e-05 5.69723e-05 3.54731e-05 4.28167e-05
threshold=0.27287000000000006 0.086615000000000011 -0.017449999999999997 0.090455000000000021 0.092695000000000013 1.0000000180025095e-35
decision_type=2 2 2 2 2 2
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right_child=-2 -3 4 -5 -6 -7
leaf_value=-0.021260873670942104 0.0089669433809640309 -0.013299088865128626 0.027931462687582821 0.0080865857396858563 -0.0067313578065783019 -0.00023412282352237434
leaf_weight=0.0013176059792207098 0.0013435243962533223 0.0011240494239406849 0.0010570702778077495 0.0013283925907105365 0.0014354943020415522 0.0011028134190910683
leaf_count=831 352 270 436 559 294 379
internal_value=0 -0.00171282 0.000373829 -0.00652733 0.00545269 0.0135504
internal_weight=0 0.00736543 0.00624138 0.002646 0.00359538 0.00215988
internal_count=3121 2769 2499 1390 1109 815
is_linear=0
shrinkage=0.1


Tree=6677
num_leaves=7
num_cat=0
split_feature=1 42 2 43 43 15
split_gain=1.36082e-05 2.33868e-05 2.7682e-05 3.8505e-05 3.56475e-05 9.22787e-05
threshold=0.12500000000000003 0.092620000000000022 0.089775000000000008 -0.0030899999999999994 0.05259500000000001 -0.031204999999999997
decision_type=2 2 2 2 2 2
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right_child=-2 -3 4 -5 -6 -7
leaf_value=0.0042626714672924062 0.009913490090918034 -0.015178065919682524 0.015829705841288115 -0.020438705120800003 0.022036178924655092 -0.020390430075208285
leaf_weight=0.001328565530391923 0.0011823430206419619 0.001089098696895054 0.0016366424886700036 0.0012020241632705467 0.0010188667215050898 0.0012335596744220325
leaf_count=984 279 548 442 368 139 361
internal_value=0 -0.00162854 0.000670146 -0.00747042 0.00596716 0.000262963
internal_weight=0 0.00750876 0.00641966 0.00253059 0.00388907 0.0028702
internal_count=3121 2842 2294 1352 942 803
is_linear=0
shrinkage=0.1


Tree=6678
num_leaves=7
num_cat=0
split_feature=12 160 151 0 1 15
split_gain=2.0653e-05 4.21547e-05 4.23981e-05 6.60663e-05 0.000107813 3.37484e-05
threshold=-0.015429999999999998 -1.0000000180025095e-35 -0.0083949999999999979 -0.053834999999999994 0.095285000000000022 0.088345000000000021
decision_type=2 2 2 2 2 2
left_child=-1 -2 -3 4 5 -4
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leaf_value=0.00022834147595186206 -0.0003182255670756075 -0.00031993710742418165 -0.00029544078134011159 -0.00022175256663248732 0.00061706244245991802 0.00020475367574918199
leaf_weight=0.0012716660072430329 0.0016698002149795896 0.0011007526413955868 0.0010646970124685317 0.0016739497981712453 0.0016734517038728709 0.0010110982875402292
leaf_count=410 870 249 713 276 189 414
internal_value=0 -4.02321e-05 3.09201e-05 0.000102134 0.000246742 -5.18013e-05
internal_weight=0 0.00819375 0.00652395 0.0054232 0.00374925 0.0020758
internal_count=3121 2711 1841 1592 1316 1127
is_linear=0
shrinkage=0.00196078


Tree=6679
num_leaves=6
num_cat=0
split_feature=42 160 52 49 15
split_gain=1.29302e-05 2.16075e-05 2.97513e-05 3.8808e-05 4.48013e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 0.10473500000000001 -0.047584999999999995 -0.055554999999999993
decision_type=2 2 2 2 2
left_child=-1 -2 3 -3 -5
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leaf_value=-0.0085128851242804362 -0.0086857310737887255 0.016700884124269934 0.019765052655211925 -0.01665768455590802 0.0063984032834849408
leaf_weight=0.0014962530141600519 0.0015653727481468437 0.0011831078739397345 0.0010514769620483845 0.0015771336617208375 0.0018100395679095144
leaf_count=862 828 240 152 389 650
internal_value=0 0.00170513 0.00459846 0.0011091 -0.00433696
internal_weight=0 0.00718713 0.00562176 0.00457028 0.00338717
internal_count=3121 2259 1431 1279 1039
is_linear=0
shrinkage=0.1


Tree=6680
num_leaves=7
num_cat=0
split_feature=12 51 51 15 1 52
split_gain=1.32098e-05 3.6739e-05 3.36558e-05 3.52007e-05 4.11175e-05 5.38317e-05
threshold=-0.015429999999999998 -0.076794999999999988 0.08955500000000001 -0.10653 0.090540000000000023 0.090245000000000006
decision_type=2 2 2 2 2 2
left_child=-1 -2 3 -3 5 -5
right_child=1 2 -4 4 -6 -7
leaf_value=0.0098761518287183905 -0.018942254608350698 0.019870929398792002 -0.014631380607718601 0.017276965511212682 -0.0160648175589167 -0.0097416235000680734
leaf_weight=0.0011611773337700899 0.0010490589870070371 0.0011676005559544868 0.0011077453639491523 0.0018090869637831758 0.0011298338842048866 0.0012448310856325857
leaf_count=410 477 260 357 882 347 388
internal_value=0 -0.00158492 0.00123419 0.00451841 0.000233829 0.00626371
internal_weight=0 0.00750816 0.0064591 0.00535135 0.00418375 0.00305392
internal_count=3121 2711 2234 1877 1617 1270
is_linear=0
shrinkage=0.1


Tree=6681
num_leaves=7
num_cat=0
split_feature=1 15 42 3 3 3
split_gain=1.27984e-05 2.29708e-05 3.25995e-05 3.82527e-05 3.46809e-05 4.42961e-05
threshold=0.12500000000000003 0.088655000000000025 0.084050000000000014 -0.083924999999999986 0.090900000000000009 0.12178000000000001
decision_type=2 2 2 2 2 2
left_child=1 2 3 -1 -5 -6
right_child=-2 -3 -4 4 5 -7
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leaf_weight=0.0012055027177286411 0.0011783958562796414 0.0011298186249102983 0.0016788835624235018 0.0012998115667565259 0.0010585463790981908 0.0010980704588149683
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internal_weight=0 0.00747063 0.00634081 0.00466193 0.00345643 0.00215662
internal_count=3121 2842 2182 1290 615 215
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shrinkage=0.1


Tree=6682
num_leaves=7
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split_feature=42 43 3 16 0 4
split_gain=1.30871e-05 1.97985e-05 3.91792e-05 3.34572e-05 5.31206e-05 3.20905e-05
threshold=-1.0000000180025095e-35 -0.052894999999999991 -0.084074999999999997 -0.056919999999999991 -0.20211999999999997 -0.062539999999999984
decision_type=2 2 2 2 2 2
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leaf_count=862 301 110 740 298 600 210
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internal_weight=0 0.00714668 0.00203971 0.00510697 0.0029909 0.00211607
internal_count=3121 2259 1041 1218 710 508
is_linear=0
shrinkage=0.1


Tree=6683
num_leaves=7
num_cat=0
split_feature=50 160 42 15 0 2
split_gain=1.43728e-05 2.76886e-05 2.63278e-05 5.10064e-05 6.92883e-05 3.26131e-05
threshold=0.079410000000000008 -0.081639999999999976 0.091295000000000015 -0.10653 -0.019414999999999998 0.088225000000000012
decision_type=2 2 2 2 2 2
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right_child=-2 2 -4 4 -6 -7
leaf_value=0.016706715064814231 -0.011284151899615895 0.015010428864957999 0.010902805395370134 -0.032703632561120445 0.0096748477941309592 -0.010130911342529489
leaf_weight=0.001028496910878687 0.0010035450208677361 0.0010780995541366072 0.0014612279506984608 0.0010118105971386939 0.0012879765385965447 0.0017421228305424779
leaf_count=441 609 275 472 589 182 553
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internal_weight=0 0.00760973 0.00658124 0.00512001 0.00404191 0.00275393
internal_count=3121 2512 2071 1599 1324 1142
is_linear=0
shrinkage=0.1


Tree=6684
num_leaves=7
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split_feature=15 15 3 3 43 16
split_gain=1.2041e-05 2.77933e-05 5.79227e-05 3.69278e-05 2.94382e-05 4.93524e-05
threshold=-0.11713499999999999 -0.03241999999999999 0.086245000000000016 0.10542000000000001 -0.084004999999999982 -0.088159999999999988
decision_type=2 2 2 2 2 2
left_child=-1 2 -2 4 -3 -6
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leaf_value=-0.0079896094530678349 0.025059237929098373 0.0027901234033548402 -0.0062811755895940229 0.012427834053435709 -0.00018234340149148607 -0.031573357863517171
leaf_weight=0.0015574239763560729 0.0012730510798176628 0.0014674295678601462 0.0010986225136084497 0.0011923697553825607 0.0010032835804280422 0.0010000740205033101
leaf_count=484 780 441 120 95 281 920
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internal_weight=0 0.00703483 0.00237167 0.00466316 0.00347079 0.00200336
internal_count=3121 2637 900 1737 1642 1201
is_linear=0
shrinkage=0.1


Tree=6685
num_leaves=6
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split_feature=52 0 1 0 4
split_gain=1.12725e-05 3.3679e-05 3.99709e-05 5.43543e-05 7.66301e-05
threshold=0.11434500000000002 -0.019414999999999998 0.11181500000000001 -0.17169499999999996 -0.0060199999999999993
decision_type=2 2 2 2 2
left_child=1 2 3 -1 -5
right_child=-2 -3 -4 4 -6
leaf_value=0.021832337000746025 -0.0085946471510004591 0.01414424319870014 -0.014712500650848831 0.011245932900322194 -0.022291928748358225
leaf_weight=0.0011411370968171788 0.0013033279122598796 0.0016341820623218834 0.0017494468892378231 0.001485329243610383 0.0012585515830538711
leaf_count=121 501 307 325 1330 537
internal_value=0 0.00150476 -0.00216111 0.00349086 -0.00413707
internal_weight=0 0.00726865 0.00563446 0.00388502 0.00274388
internal_count=3121 2620 2313 1988 1867
is_linear=0
shrinkage=0.1


Tree=6686
num_leaves=8
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split_feature=1 52 42 2 52 47 2
split_gain=2.33851e-05 3.1937e-05 5.73453e-05 5.63123e-05 3.09554e-05 3.63513e-05 5.10781e-05
threshold=0.090405000000000013 -0.077024999999999996 0.08623500000000002 0.092235000000000025 -0.07167999999999998 0.096300000000000011 0.10699500000000002
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 -3 -2 6 -6
right_child=4 2 -4 -5 5 -7 -8
leaf_value=0.00019099468034692823 -0.00016539118794425378 -0.00073307911197586899 0.00013259941845213173 -0.00010815460014457352 0.00057163771576368276 -9.7510755747353038e-05 7.2341764199049618e-06
leaf_weight=0.0010089836915029029 0.0014593770604858247 0.0010185667712723459 0.001241711825210975 0.0012164783385313295 0.0013278816141974444 0.0012779563754231646 0.00115068505437285
leaf_count=460 370 708 602 230 363 161 227
internal_value=0 -0.000116123 -0.000205251 -0.000392949 7.69587e-05 0.00017111 0.000309611
internal_weight=0 0.00448574 0.00347676 0.00223505 0.0052159 0.00375652 0.00247857
internal_count=3121 2000 1540 938 1121 751 590
is_linear=0
shrinkage=0.00196078


Tree=6687
num_leaves=7
num_cat=0
split_feature=4 42 49 160 0 52
split_gain=2.55483e-05 3.31223e-05 3.37214e-05 5.37303e-05 4.54283e-05 6.02266e-05
threshold=0.27287000000000006 0.092145000000000019 -0.00064499999999999985 0.079055000000000014 -0.10011499999999998 0.083680000000000018
decision_type=2 2 2 2 2 2
left_child=1 2 3 -1 -4 -6
right_child=-2 -3 4 -5 5 -7
leaf_value=-0.00050632899386594495 0.00022348848871290683 -0.00034983512888490226 0.00036059289338453933 0.00010726156469979147 -0.00032508518293542123 0.00020954064921966832
leaf_weight=0.001108462643435588 0.0015245251671838619 0.0012285182003294098 0.0016014604942959625 0.0010864895044979265 0.0015347478579142838 0.0017158100499456599
leaf_count=340 352 544 246 177 840 622
internal_value=0 -5.27345e-05 -9.40088e-07 -0.000202605 9.02889e-05 -4.28824e-05
internal_weight=0 0.00827549 0.00704697 0.00219495 0.00485202 0.00325056
internal_count=3121 2769 2225 517 1708 1462
is_linear=0
shrinkage=0.00196078


Tree=6688
num_leaves=6
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split_feature=1 0 15 3 2
split_gain=1.29352e-05 3.42418e-05 2.19952e-05 3.91743e-05 4.71794e-05
threshold=0.077565000000000009 0.024095000000000002 0.013270000000000002 0.10893000000000001 1.0000000180025095e-35
decision_type=2 2 2 2 2
left_child=1 -1 3 4 -2
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leaf_value=-0.015817727642591272 -0.0014759484406958428 0.0061064687313013158 -0.010719125843919534 -0.0086131867011015016 0.022359033892795466
leaf_weight=0.0015194912047855951 0.001536528303348849 0.0013411311798847891 0.0010076746631821273 0.0013811734421926426 0.0018072592460157079
leaf_count=1553 396 83 423 212 454
internal_value=0 -0.00553912 0.00269388 0.00555442 0.0114064
internal_weight=0 0.00286062 0.00573264 0.00472496 0.00334379
internal_count=3121 1636 1485 1062 850
is_linear=0
shrinkage=0.1


Tree=6689
num_leaves=7
num_cat=0
split_feature=1 47 1 12 0 15
split_gain=1.33703e-05 2.67092e-05 4.31559e-05 4.16101e-05 3.42655e-05 2.31054e-05
threshold=0.12337000000000002 0.092530000000000015 0.095285000000000022 0.088245000000000004 -0.10836499999999999 0.088235000000000022
decision_type=2 2 2 2 2 2
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leaf_value=-0.0010181095980067226 0.0094544125162917981 -0.015519283579629865 0.013989916896230104 -0.0041123109878006183 -0.026384771844918321 0.016433608141589982
leaf_weight=0.0010105513906619281 0.0012642305530313029 0.0011716395099673768 0.0017971822111526713 0.0012091018518253463 0.0011257123257493063 0.001000063840801808
leaf_count=188 294 261 487 562 860 469
internal_value=0 -0.00168283 0.000956331 -0.0044341 -0.0143852 0.00518859
internal_weight=0 0.00731425 0.00614261 0.00434543 0.00213626 0.00220917
internal_count=3121 2827 2566 2079 1048 1031
is_linear=0
shrinkage=0.1


Tree=6690
num_leaves=7
num_cat=0
split_feature=131 16 12 49 0 3
split_gain=2.4599e-05 3.68207e-05 7.87965e-05 6.90382e-05 5.14148e-05 4.05397e-05
threshold=0.084390000000000007 0.0065250000000000004 0.090020000000000017 -0.006494999999999999 -0.10224499999999999 0.076840000000000006
decision_type=2 2 2 2 2 2
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right_child=-2 5 -4 4 -6 -7
leaf_value=-0.00030391596640468759 -0.00030015660350911268 0.00042542645163287478 -0.00049192790466574474 -3.7454039523710792e-05 0.00047889788121535253 -2.7786275440596426e-05
leaf_weight=0.0013850409236273093 0.0010016522904655054 0.001515903243658902 0.0013040934631043761 0.0014516006408694685 0.0015153974158994316 0.0015193583904728261
leaf_count=344 492 512 637 234 767 135
internal_value=0 2.43441e-05 -6.91468e-05 5.754e-05 0.000226273 0.000198562
internal_weight=0 0.00869139 0.00565613 0.00435204 0.002967 0.00303526
internal_count=3121 2629 1982 1345 1001 647
is_linear=0
shrinkage=0.00196078


Tree=6691
num_leaves=7
num_cat=0
split_feature=11 13 15 16 15 3
split_gain=1.88455e-05 3.68399e-05 4.42374e-05 6.34501e-05 6.80301e-05 6.96778e-05
threshold=0.076920000000000002 -0.094514999999999988 0.088655000000000025 -0.18708499999999997 -0.016799999999999995 0.086245000000000016
decision_type=2 2 2 2 2 2
left_child=1 -1 3 -3 5 -5
right_child=-2 2 -4 4 -6 -7
leaf_value=0.00026853419247608543 -0.00026051968727577824 -0.00037683310807585954 -0.00042367164107830419 0.00026483144326993892 0.00042394048947215051 -0.0003718099151990226
leaf_weight=0.0018266587588680674 0.0010178174215184884 0.0012079639415053653 0.0010104217208413788 0.0012569957251733297 0.001800935864476179 0.0013938428863029539
leaf_count=322 226 240 617 883 738 95
internal_value=0 2.18163e-05 -4.57486e-05 2.17212e-05 0.000129867 -6.99223e-05
internal_weight=0 0.00849682 0.00667016 0.00565974 0.00445177 0.00265084
internal_count=3121 2895 2573 1956 1716 978
is_linear=0
shrinkage=0.00196078


Tree=6692
num_leaves=6
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split_feature=12 160 0 151 1
split_gain=1.23375e-05 3.65365e-05 3.94624e-05 5.58789e-05 0.000105503
threshold=-0.010834999999999999 -1.0000000180025095e-35 -0.053834999999999994 -0.0033899999999999994 0.095285000000000022
decision_type=2 2 2 2 2
left_child=-1 -2 3 -3 -5
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leaf_value=0.0094215604548886014 -0.015461682829170598 -0.01309656530484877 -0.011396796720297964 -0.0033012755797507463 0.032824043066464428
leaf_weight=0.0011850434158922878 0.0015076254434313015 0.001048643967270526 0.0016056646774126803 0.0017433536811264513 0.0015074728400237655
leaf_count=421 870 226 308 1109 187
internal_value=0 -0.00156722 0.00198014 0.00697584 0.0134508
internal_weight=0 0.00741276 0.00590514 0.00429947 0.00325083
internal_count=3121 2700 1830 1522 1296
is_linear=0
shrinkage=0.1


Tree=6693
num_leaves=7
num_cat=0
split_feature=13 48 0 0 43 4
split_gain=1.2506e-05 3.02436e-05 3.11924e-05 2.50007e-05 3.98358e-05 5.81651e-05
threshold=-0.23438999999999996 0.11013500000000002 -0.17169499999999996 -0.10224499999999999 -0.092909999999999979 0.015030000000000002
decision_type=2 2 2 2 2 2
left_child=-1 2 -2 -4 -5 -6
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leaf_value=0.0099579118844644182 0.016392613086803891 -0.017660391975405556 -0.014118405881367847 -0.012486296120728404 -0.0034791997291773792 0.026134142448837716
leaf_weight=0.0010908482021911477 0.0010939951686627231 0.0010032019878509664 0.0013146379220917168 0.0013264905089116546 0.0016235005499726774 0.0011214053662424218
leaf_count=169 139 145 300 357 1657 354
internal_value=0 -0.00150317 0.000998202 -0.00212866 0.00174278 0.00861905
internal_weight=0 0.00748323 0.00648003 0.00538603 0.0040714 0.00274491
internal_count=3121 2952 2807 2668 2368 2011
is_linear=0
shrinkage=0.1


Tree=6694
num_leaves=7
num_cat=0
split_feature=11 4 1 3 15 16
split_gain=2.45424e-05 2.60258e-05 3.97525e-05 4.92939e-05 4.0377e-05 3.80714e-05
threshold=0.076920000000000002 -0.082109999999999975 0.094385000000000011 0.11296500000000002 -0.0040799999999999994 0.15891500000000003
decision_type=2 2 2 2 2 2
left_child=1 5 4 -4 -3 -1
right_child=-2 2 3 -5 -6 -7
leaf_value=0.00040995210213067408 -0.00029909816858287951 -0.00046671642504334676 0.00030995834526730719 -0.00018033809563701444 8.3754392486472496e-06 -7.9644060189150117e-05
leaf_weight=0.0013737769231633612 0.001018114374107146 0.0013231240824081671 0.0018496932908189738 0.0013740148516766912 0.001432246718116817 0.0010992431504030854
leaf_count=524 226 934 528 190 619 100
internal_value=0 2.31478e-05 -4.68278e-05 0.000100983 -0.000219763 0.000192329
internal_weight=0 0.0084521 0.00597908 0.00322371 0.00275537 0.00247302
internal_count=3121 2895 2271 718 1553 624
is_linear=0
shrinkage=0.00196078


Tree=6695
num_leaves=7
num_cat=0
split_feature=1 12 0 48 13 1
split_gain=2.14548e-05 3.75895e-05 4.69804e-05 3.09224e-05 5.76369e-05 4.24496e-05
threshold=0.12500000000000003 0.092355000000000007 -0.046359999999999991 0.089575000000000016 -0.017449999999999997 0.086560000000000012
decision_type=2 2 2 2 2 2
left_child=1 3 -3 4 -1 -6
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internal_value=0 -4.71221e-05 -0.000267674 3.14812e-05 -4.9893e-05 0.000118702
internal_weight=0 0.00833633 0.00219038 0.00614595 0.00457861 0.00288452
internal_count=3121 2842 865 1977 1706 727
is_linear=0
shrinkage=0.00196078


Tree=6696
num_leaves=7
num_cat=0
split_feature=4 16 15 48 15 4
split_gain=2.09351e-05 2.21513e-05 3.2218e-05 3.11414e-05 5.2799e-05 4.03271e-05
threshold=0.27287000000000006 -0.092484999999999984 -0.094549999999999981 0.084855000000000014 -0.016799999999999995 -0.084369999999999987
decision_type=2 2 2 2 2 2
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leaf_count=187 352 469 317 404 504 888
internal_value=0 -4.36529e-05 -0.000198772 2.46841e-05 -5.75044e-05 6.66221e-05
internal_weight=0 0.00803411 0.00245698 0.00557713 0.00424228 0.00320901
internal_count=3121 2769 504 2265 1861 1392
is_linear=0
shrinkage=0.00196078


Tree=6697
num_leaves=8
num_cat=0
split_feature=50 15 4 0 49 0 13
split_gain=1.77413e-05 3.97007e-05 4.90514e-05 3.8332e-05 8.08644e-05 4.42896e-05 3.68811e-05
threshold=0.079410000000000008 -0.15026499999999995 0.23246000000000003 -0.10011499999999998 -0.006494999999999999 -0.060129999999999996 0.11596500000000001
decision_type=2 2 2 2 2 2 2
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internal_value=0 2.6957e-05 -2.43817e-05 4.18415e-05 0.000245757 -7.51013e-05 5.52544e-05
internal_weight=0 0.00824489 0.00721736 0.00618011 0.00225245 0.00392766 0.00282169
internal_count=3121 2512 2194 2025 316 1709 398
is_linear=0
shrinkage=0.00196078


Tree=6698
num_leaves=7
num_cat=0
split_feature=50 160 13 13 4 1
split_gain=1.18341e-05 2.62431e-05 2.52475e-05 5.05024e-05 6.24022e-05 2.21754e-05
threshold=0.079410000000000008 -0.081639999999999976 -0.074044999999999986 0.016935000000000002 0.0067750000000000006 0.077845000000000011
decision_type=2 2 2 2 2 2
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internal_weight=0 0.00761665 0.00658538 0.00427771 0.00268767 0.00230767
internal_count=3121 2512 2071 1300 920 771
is_linear=0
shrinkage=0.1


Tree=6699
num_leaves=8
num_cat=0
split_feature=47 4 4 3 12 52 15
split_gain=2.7467e-05 5.58198e-05 6.67533e-05 4.02662e-05 4.77821e-05 4.94399e-05 2.47502e-05
threshold=0.12431000000000002 0.24564500000000003 0.055260000000000011 0.10299500000000002 0.091545000000000015 0.077655000000000016 -0.022504999999999997
decision_type=2 2 2 2 2 2 2
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leaf_count=403 91 402 246 122 763 542 552
internal_value=0 2.42922e-05 -5.63176e-05 2.62027e-05 -6.02072e-05 4.92482e-05 -0.000112828
internal_weight=0 0.00875666 0.00692152 0.00584761 0.00456119 0.00351548 0.002366
internal_count=3121 3030 2628 2382 2260 1497 955
is_linear=0
shrinkage=0.00196078


Tree=6700
num_leaves=7
num_cat=0
split_feature=15 48 0 4 4 43
split_gain=1.32656e-05 2.58233e-05 3.38139e-05 4.67995e-05 4.37146e-05 3.39722e-05
threshold=-0.11713499999999999 0.092475000000000016 -0.10011499999999998 -0.076229999999999978 0.053180000000000012 -0.0030899999999999994
decision_type=2 2 2 2 2 2
left_child=-1 2 4 5 -2 -4
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leaf_value=-0.0084252719695206597 -0.0042314295415261183 0.016240966052729813 0.013959718381996507 -0.020807108458811317 0.024000024737656809 -0.0098791009731885194
leaf_weight=0.0015561907910924813 0.0011598289368547972 0.0010503671234219566 0.0012013190317823501 0.0014229472872606848 0.0010405528787033659 0.0011899261177479878
leaf_count=484 221 224 586 1101 141 364
internal_value=0 0.0017738 -0.000752702 -0.00644769 0.00911913 0.0020971
internal_weight=0 0.00706494 0.00601457 0.00381419 0.00220038 0.00239125
internal_count=3121 2637 2413 2051 362 950
is_linear=0
shrinkage=0.1


Tree=6701
num_leaves=8
num_cat=0
split_feature=0 16 16 160 43 51 0
split_gain=3.52706e-05 5.44894e-05 4.31224e-05 7.0032e-05 5.60779e-05 6.42113e-05 3.92608e-05
threshold=0.15398500000000004 0.26799500000000004 0.013515000000000001 -1.0000000180025095e-35 -0.08756499999999999 0.081440000000000026 -0.10224499999999999
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 -1 -5 6 -6
right_child=-2 -3 -4 4 5 -7 -8
leaf_value=-0.00050084317975280124 0.0003366159735441946 -0.00046062780732281902 0.00030904830728224113 -0.00038267109941659042 -0.00024647397515120185 0.0005408211021598867 0.00019303686478501023
leaf_weight=0.0011502825255860572 0.0010101847963136538 0.0010905450695387021 0.0014767264069647356 0.0010065244747277042 0.0014543946177899818 0.0010960862668044575 0.0016887148073793145
leaf_count=720 60 349 383 296 240 215 858
internal_value=0 -4.98628e-05 7.0371e-06 -6.26921e-05 3.33858e-05 0.000132171 -1.03357e-05
internal_weight=0 0.00896327 0.00787273 0.006396 0.00524572 0.0042392 0.00314311
internal_count=3121 3061 2712 2329 1609 1313 1098
is_linear=0
shrinkage=0.00196078


Tree=6702
num_leaves=7
num_cat=0
split_feature=159 2 3 0 1 43
split_gain=4.84766e-05 5.13015e-05 5.62428e-05 5.49955e-05 7.36198e-05 8.21684e-05
threshold=-1.0000000180025095e-35 0.088225000000000012 -0.078934999999999991 -0.15202999999999997 0.078340000000000007 0.016310000000000002
decision_type=2 2 2 2 2 2
left_child=-1 2 -2 -3 5 -5
right_child=1 3 -4 4 -6 -7
leaf_value=-0.00041933022070171405 -0.00046479949334276617 -0.00013044707215009667 6.1842425315617681e-05 -0.00020552939815718981 0.00068711333781971029 0.00046921751463815849
leaf_weight=0.0010001300004859022 0.0013695550484671768 0.0018965322360862428 0.0018100399943166963 0.0015207316651020633 0.0011756432533903943 0.0012761630255662521
leaf_count=509 870 160 371 570 429 212
internal_value=0 3.5587e-05 -0.000164999 0.000144256 0.000275402 0.000102343
internal_weight=0 0.00904867 0.0031796 0.00586907 0.00397254 0.00279689
internal_count=3121 2612 1241 1371 1211 782
is_linear=0
shrinkage=0.00196078


Tree=6703
num_leaves=7
num_cat=0
split_feature=12 51 51 52 1 16
split_gain=1.15494e-05 3.38143e-05 3.12431e-05 3.19451e-05 3.90201e-05 1.22455e-05
threshold=-0.010834999999999999 -0.076794999999999988 0.087505000000000013 0.090245000000000006 0.092695000000000013 -0.088394999999999987
decision_type=2 2 2 2 2 2
left_child=-1 -2 3 4 5 -3
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leaf_value=0.0090150732505140298 -0.018297422948396185 0.011160842310594124 -0.013352897443857262 -0.0069724297440680108 -0.0025431405851855104 0.026526334776640625
leaf_weight=0.0012030092265125992 0.001037087491642363 0.0010560439345033846 0.0012039162296757092 0.0016511212215982399 0.0014804804692272419 0.0010192556502870108
leaf_count=421 477 297 378 523 314 711
internal_value=0 -0.00154483 0.00116526 0.00452209 0.00985955 0.0187074
internal_weight=0 0.0074479 0.00641082 0.0052069 0.00355578 0.0020753
internal_count=3121 2700 2223 1845 1322 1008
is_linear=0
shrinkage=0.1


Tree=6704
num_leaves=8
num_cat=0
split_feature=484 160 133 0 1 2 13
split_gain=1.85687e-05 2.91113e-05 3.83963e-05 4.6159e-05 6.94705e-05 0.000103033 8.00161e-05
threshold=0.084040000000000017 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.18113999999999997 0.10920500000000001 0.10402500000000002 -0.073839999999999975
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -3 -4 5 6 -5
right_child=-2 2 3 4 -6 -7 -8
leaf_value=-0.00033198611415701933 0.00024154887763249119 -0.00034906092072568444 -0.00024091966372383802 0.00062164484695118928 0.00052182298912712029 -0.00051986609912593057 -8.5194275607271513e-05
leaf_weight=0.001135847043761181 0.001009458035069982 0.0010165990832619095 0.0014938615501761702 0.0010817052482856189 0.0014016644451490252 0.0010193682474106624 0.0014293836232547104
leaf_count=632 368 709 121 278 296 242 475
internal_value=0 -3.95986e-05 5.02397e-06 6.10407e-05 0.0001525 5.87068e-06 0.000219292
internal_weight=0 0.00857843 0.00744258 0.00642598 0.00493212 0.00353046 0.00251109
internal_count=3121 2753 2121 1412 1291 995 753
is_linear=0
shrinkage=0.00196078


Tree=6705
num_leaves=6
num_cat=0
split_feature=0 12 49 15 2
split_gain=1.2147e-05 2.70657e-05 4.25695e-05 2.42583e-05 2.39263e-05
threshold=-0.062294999999999996 0.090840000000000018 -0.006494999999999999 -0.10469999999999999 0.10097500000000002
decision_type=2 2 2 2 2
left_child=1 2 -1 -4 -2
right_child=4 -3 3 -5 -6
leaf_value=-0.012884528599098225 0.013014806362521317 -0.015206439097047506 -0.0035338255923482859 0.015248986698067658 -0.0051746926293239938
leaf_weight=0.0014604144951382483 0.0016702450164403054 0.0013389110602649371 0.0011157576849375149 0.0017918826290743194 0.0012753338987169449
leaf_count=422 270 810 272 1022 325
internal_value=0 -0.00276773 0.00104503 0.0080414 0.00513938
internal_weight=0 0.00570697 0.00436805 0.00290764 0.00294558
internal_count=3121 2526 1716 1294 595
is_linear=0
shrinkage=0.1


Tree=6706
num_leaves=7
num_cat=0
split_feature=42 49 42 4 4 1
split_gain=1.21992e-05 1.59919e-05 3.43836e-05 2.04119e-05 2.54476e-05 2.33472e-05
threshold=-1.0000000180025095e-35 -0.047584999999999995 0.091545000000000015 -1.0000000180025095e-35 -0.27825499999999997 0.10727500000000002
decision_type=2 2 2 2 2 2
left_child=-1 -2 3 4 -3 -5
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leaf_value=-0.0083465674710827865 0.010505725515913835 -0.001630740118027456 -0.016399422869962516 -0.013443421044280285 0.019858689343094472 0.0070521024849800051
leaf_weight=0.0014760317799853663 0.0015837980944851688 0.0010281809666852057 0.0011367404380967748 0.0011653693036216028 0.0011875115343935323 0.0010625675109511748
leaf_count=862 360 183 620 203 708 185
internal_value=0 0.00163726 -0.000879758 0.00309038 0.00988663 -0.00366851
internal_weight=0 0.00716417 0.00558037 0.00444363 0.00221569 0.00222794
internal_count=3121 2259 1899 1279 891 388
is_linear=0
shrinkage=0.1


Tree=6707
num_leaves=8
num_cat=0
split_feature=50 4 151 49 15 16 0
split_gain=1.22989e-05 2.64028e-05 2.88184e-05 3.36494e-05 4.81941e-05 3.9506e-05 3.8952e-05
threshold=0.079410000000000008 0.36766000000000004 -0.024429999999999997 -0.054319999999999993 -0.055554999999999993 0.38525000000000004 -0.043914999999999989
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 -4 -5 6 -6
right_child=-2 -3 3 4 5 -7 -8
leaf_value=0.014323827635815599 -0.010474890029273182 0.015900320087364788 -0.020020134382995505 -0.018924260325012709 0.010037381075745002 0.021855722767083606 -0.015606852467666682
leaf_weight=0.0010264347547621396 0.0010023925398792936 0.0010664552364653907 0.0010514669168740203 0.0010470020080032231 0.0013180986232780619 0.0010401334077250351 0.0010756961229299933
leaf_count=363 609 303 155 493 914 162 122
internal_value=0 0.00130751 -0.00106526 -0.00392043 -0.000142569 0.00558395 -0.00148633
internal_weight=0 0.00762529 0.00655883 0.0055324 0.00448093 0.00343393 0.00239379
internal_count=3121 2512 2209 1846 1691 1198 1036
is_linear=0
shrinkage=0.1


Tree=6708
num_leaves=7
num_cat=0
split_feature=3 12 43 0 4 13
split_gain=1.137e-05 2.00662e-05 4.75447e-05 5.38121e-05 3.48027e-05 2.97593e-05
threshold=0.13524500000000003 0.092355000000000007 -0.092909999999999979 -0.10224499999999999 0.033845000000000007 -0.017449999999999997
decision_type=2 2 2 2 2 2
left_child=1 2 -1 4 -4 -5
right_child=-2 -3 3 5 -6 -7
leaf_value=-0.017429611191738439 0.0086809258518030907 -0.010846562395896575 0.008295124081505836 0.0057287525432524241 -0.016246710666469908 0.029173845188777772
leaf_weight=0.0010825210904008876 0.0012698735868937995 0.0017687436236473748 0.0010940055627662139 0.0011014417077950143 0.0012246742204558398 0.0010647782250743799
leaf_count=264 192 906 164 902 203 490
internal_value=0 -0.00156774 0.0013801 0.00592021 -0.00466732 0.0172529
internal_weight=0 0.00733616 0.00556742 0.0044849 0.00231868 0.00216622
internal_count=3121 2929 2023 1759 367 1392
is_linear=0
shrinkage=0.1


Tree=6709
num_leaves=8
num_cat=0
split_feature=0 48 4 4 13 43 48
split_gain=2.12496e-05 4.49263e-05 4.46841e-05 3.49589e-05 8.32776e-05 4.33985e-05 3.39741e-05
threshold=-0.14920999999999998 0.088965000000000002 0.16173500000000005 -0.082109999999999975 -0.063184999999999977 -0.013819999999999997 0.086035000000000014
decision_type=2 2 2 2 2 2 2
left_child=6 2 3 5 -5 -2 -1
right_child=1 -3 -4 4 -6 -7 -8
leaf_value=8.3825358576858125e-05 0.00036220566887998644 0.00041459775226203652 0.00032294216903147393 -0.00069733118867958989 2.3780586390550896e-05 -0.00019024535047991697 -0.00037168583878341313
leaf_weight=0.0011639654419013145 0.001063129281940272 0.0010809164268607901 0.0011728020312102953 0.0010121728089224763 0.001571972298000181 0.0011254322908929887 0.0013710275632252827
leaf_count=194 301 378 323 915 571 347 92
internal_value=0 4.68828e-05 -1.99692e-05 -0.000104233 -0.000258669 7.81167e-05 -0.000162534
internal_weight=0 0.00702643 0.00594551 0.00477271 0.00258415 0.00218856 0.00253499
internal_count=3121 2835 2457 2134 1486 648 286
is_linear=0
shrinkage=0.00196078


Tree=6710
num_leaves=6
num_cat=0
split_feature=4 16 48 13 13
split_gain=1.11339e-05 2.69845e-05 2.81046e-05 3.07843e-05 2.55766e-05
threshold=0.24564500000000003 -0.092484999999999984 0.084855000000000014 -0.033284999999999988 0.021350000000000004
decision_type=2 2 2 2 2
left_child=1 -1 3 -3 -5
right_child=-2 2 -4 4 -6
leaf_value=-0.012811875461635661 0.0067709948216036321 -0.013435171119707545 0.015047698047873188 0.014631840571189972 -0.0065758188459724464
leaf_weight=0.0017077354423802203 0.0018696445615325446 0.0015318711637408639 0.0012058933732684895 0.0012366158284272716 0.0010528091858924655
leaf_count=430 426 1008 404 549 304
internal_value=0 -0.00195154 0.00173772 -0.00246253 0.00487934
internal_weight=0 0.00673492 0.00502719 0.0038213 0.00228943
internal_count=3121 2695 2265 1861 853
is_linear=0
shrinkage=0.1


Tree=6711
num_leaves=7
num_cat=0
split_feature=13 3 1 12 2 42
split_gain=2.05452e-05 2.69953e-05 4.21463e-05 4.03017e-05 4.78169e-05 2.96826e-05
threshold=-0.23438999999999996 0.10893000000000001 0.11588000000000001 0.092355000000000007 0.088225000000000012 0.084695000000000006
decision_type=2 2 2 2 2 2
left_child=-1 2 3 4 -2 -6
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leaf_weight=0.0011974493258836297 0.0017891015361037343 0.0012625614992205179 0.0011880454144678398 0.0011068042320865907 0.0017268838207606027 0.001050937551119393
leaf_count=169 1105 111 257 786 380 313
internal_value=0 -4.55069e-05 2.97602e-06 -6.73431e-05 1.40112e-05 0.000175029
internal_weight=0 0.00812433 0.00686177 0.00567373 0.00456692 0.00277782
internal_count=3121 2952 2841 2584 1798 693
is_linear=0
shrinkage=0.00196078


Tree=6712
num_leaves=8
num_cat=0
split_feature=0 1 42 42 4 52 52
split_gain=2.39809e-05 5.00804e-05 3.40944e-05 5.96323e-05 4.79237e-05 4.01241e-05 3.16872e-05
threshold=-0.14920999999999998 0.12958500000000003 0.075730000000000006 -1.0000000180025095e-35 -0.064054999999999987 0.083680000000000018 -0.0064899999999999992
decision_type=2 2 2 2 2 2 2
left_child=6 2 3 -2 -5 -4 -1
right_child=1 -3 5 4 -6 -7 -8
leaf_value=-0.00041116049835114614 -0.00025368977638768047 0.0004501319960200634 -0.00041478063928902559 1.7246806516009455e-05 0.00056850092327339068 8.5322758631604429e-05 2.4797504815184805e-05
leaf_weight=0.0011737091830742591 0.0012121870310223396 0.0010175415073057229 0.0014071111138000082 0.0012785024088081366 0.0011532543871817197 0.0010981865842184205 0.0014122766383103677
leaf_count=91 816 224 904 210 195 486 195
internal_value=0 4.71959e-05 -1.94797e-05 0.000101581 0.000278678 -0.000195562 -0.000173072
internal_weight=0 0.00716678 0.00614924 0.00364394 0.00243176 0.0025053 0.00258599
internal_count=3121 2835 2611 1221 405 1390 286
is_linear=0
shrinkage=0.00196078


Tree=6713
num_leaves=7
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split_feature=0 1 47 48 16 3
split_gain=1.29209e-05 2.81936e-05 3.72619e-05 3.86825e-05 4.72154e-05 2.4522e-05
threshold=-0.062294999999999996 0.077565000000000009 0.096300000000000011 0.086035000000000014 -0.078844999999999985 0.076840000000000006
decision_type=2 2 2 2 2 2
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leaf_value=-0.016319834653307171 0.012058132671572179 0.028560107971532703 -0.015335636441630785 -0.010358898569806133 0.00022727611046716189 -0.0070928459234698904
leaf_weight=0.0012201668056002644 0.0019014998080029227 0.0010682743028555962 0.0010813231381471139 0.0010151236864495532 0.0013087377529509849 0.0010312079348304022
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internal_value=0 -0.00284595 0.000829142 0.00598205 0.0129606 0.00532421
internal_weight=0 0.00569363 0.00447346 0.00339214 0.00237701 0.00293271
internal_count=3121 2526 1075 885 733 595
is_linear=0
shrinkage=0.1


Tree=6714
num_leaves=8
num_cat=0
split_feature=50 15 47 3 12 52 2
split_gain=1.68616e-05 4.11521e-05 4.65394e-05 5.36446e-05 4.37555e-05 3.58701e-05 2.01685e-05
threshold=0.079410000000000008 -0.15026499999999995 0.096175000000000024 0.10542000000000001 0.091545000000000015 -0.0064899999999999992 0.090675000000000019
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 4 5 -3 -7
right_child=-2 2 -4 -5 -6 6 -8
leaf_value=0.00039137245089992544 -0.0002299132362947702 -0.0001964922556092695 -0.00037071483337129072 0.00039288536220333833 -0.00037585622203602708 0.00040815867400850601 3.0151452878947244e-05
leaf_weight=0.0010502529290509818 0.001098265333582653 0.0013154588483056742 0.0012345148571276943 0.0013414677536928033 0.001193896222501952 0.001055288116743199 0.0011171366340118958
leaf_count=318 609 545 185 135 641 517 171
internal_value=0 2.86022e-05 -2.38934e-05 4.71906e-05 -5.18612e-05 5.90418e-05 0.000213774
internal_weight=0 0.00830802 0.00725776 0.00602325 0.00468178 0.00348788 0.00217242
internal_count=3121 2512 2194 2009 1874 1233 688
is_linear=0
shrinkage=0.00196078


Tree=6715
num_leaves=7
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split_feature=13 3 1 12 2 4
split_gain=1.34478e-05 2.67943e-05 4.33269e-05 4.80174e-05 3.8804e-05 2.15257e-05
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decision_type=2 2 2 2 2 2
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leaf_count=169 1105 111 257 786 467 226
internal_value=0 -0.00157362 0.000982992 -0.00281192 0.00188513 0.00957015
internal_weight=0 0.00751968 0.00635411 0.00524611 0.00422719 0.00257226
internal_count=3121 2952 2841 2584 1798 693
is_linear=0
shrinkage=0.1


Tree=6716
num_leaves=7
num_cat=0
split_feature=3 52 52 1 43 0
split_gain=1.15745e-05 2.0231e-05 3.34295e-05 3.43667e-05 3.61914e-05 4.17947e-05
threshold=0.13524500000000003 0.11125500000000001 0.070205000000000017 0.079415000000000013 -0.04890499999999999 -0.17169499999999996
decision_type=2 2 2 2 2 2
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leaf_weight=0.0010845577782830507 0.0012747493685939908 0.0010564152672780944 0.0010523737220180344 0.0015156098300732924 0.0013069307911356682 0.0013138803585588852
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internal_value=0 -0.00158458 0.000571335 -0.00270603 0.00144836 -0.00566485
internal_weight=0 0.00732977 0.00627335 0.00522098 0.00413642 0.00262081
internal_count=3121 2929 2445 1915 1052 613
is_linear=0
shrinkage=0.1


Tree=6717
num_leaves=6
num_cat=0
split_feature=42 0 43 16 1
split_gain=1.16178e-05 1.73899e-05 3.79471e-05 8.00456e-05 2.01845e-05
threshold=-1.0000000180025095e-35 -0.11756999999999999 -0.074359999999999996 -0.056919999999999991 0.11061500000000002
decision_type=2 2 2 2 2
left_child=-1 4 -3 -4 -2
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leaf_value=-0.0081739688357854064 0.0024629542927739195 0.018003700062275304 0.017279910900484984 -0.017119265900075044 -0.014765121794312275
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leaf_count=862 276 808 492 536 147
internal_value=0 0.00161519 0.00562058 -0.0015064 -0.00447682
internal_weight=0 0.00712676 0.00429975 0.00272906 0.00282701
internal_count=3121 2259 1836 1028 423
is_linear=0
shrinkage=0.1


Tree=6718
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split_feature=2 13 1 13 52 16
split_gain=2.48399e-05 4.64743e-05 6.24875e-05 4.62787e-05 3.33109e-05 2.07737e-05
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decision_type=2 2 2 2 2 2
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leaf_value=-0.0004370364273311206 0.00039687808108513891 -0.00041818549389164591 0.00020091823655310378 -0.00019564410339848753 -8.4702792279670255e-06 0.0003504149971184269
leaf_weight=0.0011736996383890893 0.001417506130369001 0.0010364825824819178 0.0015857512276998094 0.0018905636902691171 0.0014158632971670139 0.0011033142622010662
leaf_count=482 200 457 262 643 775 302
internal_value=0 0.000110834 -4.37931e-05 -9.10195e-05 1.07659e-06 0.000148709
internal_weight=0 0.00403974 0.00262223 0.00558344 0.00440974 0.00251918
internal_count=3121 919 719 2202 1720 1077
is_linear=0
shrinkage=0.00196078


Tree=6719
num_leaves=7
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split_feature=2 13 13 52 0 15
split_gain=1.28555e-05 4.37914e-05 3.6647e-05 3.10242e-05 4.07158e-05 2.63291e-05
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decision_type=2 2 2 2 2 2
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leaf_value=-0.020015841204566412 0.019426654240186289 0.0084164474081708691 0.0070038853117396806 0.015682492782520669 -0.016777550267140815 -0.013021025952120506
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leaf_count=482 200 308 158 635 927 411
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internal_weight=0 0.00360019 0.00499038 0.00394832 0.00288651 0.00232828
internal_count=3121 919 2202 1720 1085 719
is_linear=0
shrinkage=0.1


Tree=6720
num_leaves=7
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split_feature=47 4 4 3 13 43
split_gain=2.1438e-05 5.03548e-05 4.39042e-05 4.49543e-05 3.73086e-05 4.0626e-05
threshold=0.11893500000000001 0.24564500000000003 0.055260000000000011 0.10299500000000002 -0.033284999999999988 -0.013819999999999997
decision_type=2 2 2 2 2 2
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leaf_count=1206 115 397 233 122 521 527
internal_value=0 2.67983e-05 -5.09789e-05 1.6636e-05 -7.59311e-05 4.22922e-05
internal_weight=0 0.00838693 0.00664541 0.00563177 0.00440255 0.00308089
internal_count=3121 3006 2609 2376 2254 1048
is_linear=0
shrinkage=0.00196078


Tree=6721
num_leaves=8
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split_feature=52 52 160 4 16 2 0
split_gain=2.61115e-05 6.46009e-05 5.88675e-05 3.37066e-05 5.65831e-05 3.24262e-05 2.78077e-05
threshold=-0.24456499999999998 -0.081429999999999989 0.050340000000000003 -0.082109999999999975 -0.088159999999999988 0.10803500000000001 0.12500000000000003
decision_type=2 2 2 2 2 2 2
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leaf_value=-0.00030692016277677103 0.00047579651741467974 0.00046249718608799053 -0.00045809077770903473 0.00030614140015672048 -0.00033608328591485975 -0.00013472704844470657 1.0833908938949066e-05
leaf_weight=0.0010070193834518766 0.001077952670949605 0.0010556197156111075 0.0010933502464538624 0.0015063471310815682 0.0017594024509247374 0.0011170703112891099 0.0010407921323193842
leaf_count=364 407 477 216 474 932 203 48
internal_value=0 2.66896e-05 -3.72405e-05 3.37767e-05 -6.40341e-05 0.000118416 0.000238263
internal_weight=0 0.00865053 0.00757258 0.00647923 0.00438282 0.00262342 0.00209641
internal_count=3121 2757 2350 2134 1609 677 525
is_linear=0
shrinkage=0.00196078


Tree=6722
num_leaves=7
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split_feature=1 43 2 43 52 0
split_gain=2.59863e-05 3.8381e-05 4.99608e-05 3.38227e-05 7.82097e-05 6.12075e-05
threshold=0.104035 -0.081674999999999984 0.10803500000000001 -0.083134999999999987 0.090245000000000006 -0.10011499999999998
decision_type=2 2 2 2 2 2
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leaf_value=0.00013104174641656561 -0.00021115347162693355 0.00057693282229504016 3.4631456560796277e-05 0.00020610063499640322 -0.00063229867254051113 -0.00035857711397133888
leaf_weight=0.0017819144801059211 0.0010394994460741929 0.0010186757370733704 0.0018201845202689272 0.0017798603587348466 0.0011294074233204232 0.0012607934707449138
leaf_count=661 166 217 308 235 472 1062
internal_value=0 0.000111194 0.000229227 -9.50741e-05 -0.000191696 -2.80405e-05
internal_weight=0 0.00387836 0.00283886 0.00595198 0.00417006 0.00304065
internal_count=3121 691 525 2430 1769 1297
is_linear=0
shrinkage=0.00196078


Tree=6723
num_leaves=7
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split_feature=0 1 47 48 16 16
split_gain=1.17838e-05 2.54978e-05 3.2733e-05 3.88077e-05 3.83211e-05 2.47353e-05
threshold=-0.062294999999999996 0.077565000000000009 0.096300000000000011 0.086035000000000014 -0.078844999999999985 0.15891500000000003
decision_type=2 2 2 2 2 2
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leaf_value=-0.015535862719835959 0.017040796230338686 0.026614456255158347 -0.014417478815461291 -0.010794977250033899 0.0011156774324089264 -0.0019657641774544726
leaf_weight=0.0012198509335455774 0.0010880609312099335 0.0010696889248730142 0.001076825705527959 0.001013819032201848 0.0013126245618420226 0.001847088399418119
leaf_count=1451 314 339 190 152 394 281
internal_value=0 -0.00272046 0.000774519 0.00559151 0.012565 0.00507997
internal_weight=0 0.00569281 0.00447296 0.00339613 0.00238231 0.00293515
internal_count=3121 2526 1075 885 733 595
is_linear=0
shrinkage=0.1


Tree=6724
num_leaves=8
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split_feature=50 4 151 49 15 12 13
split_gain=1.25941e-05 2.50416e-05 2.26799e-05 3.23419e-05 3.86559e-05 5.73537e-05 7.70819e-05
threshold=0.079410000000000008 0.36766000000000004 -0.024429999999999997 -0.054319999999999993 -0.037864999999999989 1.0000000180025095e-35 -0.077799999999999994
decision_type=2 2 2 2 2 2 2
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right_child=-2 -3 3 4 5 6 -8
leaf_value=0.012659328910548953 -0.010595513784623664 0.015568889412896848 -0.019261495482500703 -0.014869891804107525 0.02370883683243807 0.015314064708824874 -0.023299478990929101
leaf_weight=0.001027455313122142 0.001002429732703757 0.001062469200593265 0.0010557695406449115 0.0012321011376626094 0.0011634732681433673 0.0010311402773670888 0.0010367909912614944
leaf_count=363 609 303 155 553 139 372 627
internal_value=0 0.0013287 -0.000982347 -0.00352185 0.000201108 0.00594752 -0.00404546
internal_weight=0 0.0076092 0.00654673 0.00551928 0.00446351 0.0032314 0.00206793
internal_count=3121 2512 2209 1846 1691 1138 999
is_linear=0
shrinkage=0.1


Tree=6725
num_leaves=7
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split_feature=0 48 4 52 4 43
split_gain=1.16073e-05 3.76713e-05 3.68839e-05 2.37726e-05 2.3245e-05 4.9578e-05
threshold=-0.14920999999999998 0.082620000000000013 0.16173500000000005 -0.0064899999999999992 -0.082109999999999975 -0.0037449999999999996
decision_type=2 2 2 2 2 2
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leaf_value=-0.017534871582351071 0.0024069184515793634 0.019093823473193383 0.015396362434360234 0.002997362479811954 -0.028340031543589994 0.0015527540226160539
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leaf_count=91 633 489 323 195 967 423
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internal_weight=0 0.00630438 0.00521737 0.002282 0.00416895 0.0022262
internal_count=3121 2835 2346 286 2023 1390
is_linear=0
shrinkage=0.1


Tree=6726
num_leaves=8
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split_feature=11 49 13 150 47 15 43
split_gain=3.20349e-05 3.49784e-05 4.25082e-05 4.6582e-05 6.28951e-05 7.66956e-05 0.000124728
threshold=1.0000000180025095e-35 0.10299000000000001 -0.094514999999999988 0.086615000000000011 0.096175000000000024 -0.095244999999999982 -0.084004999999999982
decision_type=2 2 2 2 2 2 2
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right_child=-2 -3 3 -5 -6 6 -8
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leaf_weight=0.0016954740402676414 0.0011024778432863402 0.0010095620822743994 0.0010091622080650063 0.0010012094615201896 0.0010490246245336773 0.00138549206524681 0.0015810486055693948
leaf_count=274 244 313 270 231 175 394 1220
internal_value=0 3.33845e-05 -1.14918e-05 -8.86622e-05 -1.1708e-05 0.000100977 -5.78638e-05
internal_weight=0 0.00873097 0.00772141 0.00602594 0.00502473 0.0039757 0.00296654
internal_count=3121 2877 2564 2290 2059 1884 1614
is_linear=0
shrinkage=0.00196078


Tree=6727
num_leaves=7
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split_feature=52 160 4 52 2 3
split_gain=1.44217e-05 5.3668e-05 3.81213e-05 2.92702e-05 7.46619e-05 8.07314e-05
threshold=-0.046924999999999988 -1.0000000180025095e-35 0.0052350000000000009 0.10347000000000002 0.10613000000000002 -0.059315
decision_type=2 2 2 2 2 2
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leaf_count=726 743 858 227 204 210 153
internal_value=0 -0.00273118 0.00621705 0.00170773 -0.00253094 0.00662777
internal_weight=0 0.00602107 0.00256986 0.00493102 0.00378531 0.00265584
internal_count=3121 2168 953 1425 1221 1011
is_linear=0
shrinkage=0.1


Tree=6728
num_leaves=7
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split_feature=1 457 15 160 16 4
split_gain=1.24307e-05 2.34789e-05 4.2215e-05 3.06478e-05 5.61898e-05 3.80892e-05
threshold=0.12500000000000003 0.045365000000000009 0.088655000000000025 -0.073679999999999982 -0.056919999999999991 0.25615500000000008
decision_type=2 2 2 2 2 2
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leaf_weight=0.0011077257753858436 0.0011456610063122069 0.0010303582268233547 0.00100949666636878 0.0014482919225086081 0.0018180457366368521 0.0010037240802573083
leaf_count=486 279 271 642 629 679 135
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internal_weight=0 0.00741764 0.00638728 0.00537779 0.00427006 0.00245202
internal_count=3121 2842 2571 1929 1443 764
is_linear=0
shrinkage=0.1


Tree=6729
num_leaves=7
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split_feature=1 12 2 42 12 1
split_gain=1.08463e-05 3.13031e-05 4.8438e-05 3.05413e-05 3.00071e-05 6.77813e-06
threshold=0.10557500000000002 0.088245000000000004 0.092365000000000017 0.084635000000000016 0.051320000000000005 0.11507500000000002
decision_type=2 2 2 2 2 2
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internal_weight=0 0.00528731 0.00284495 0.00244236 0.0032567 0.00202594
internal_count=3121 2461 1251 1210 660 436
is_linear=0
shrinkage=0.1


Tree=6730
num_leaves=6
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split_feature=0 151 2 16 3
split_gain=1.22032e-05 2.59246e-05 4.52465e-05 4.55182e-05 2.40926e-05
threshold=-0.061629999999999997 -0.044604999999999992 0.088225000000000012 -0.091114999999999988 0.076840000000000006
decision_type=2 2 2 2 2
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leaf_weight=0.0011793441561301571 0.0018672463446298641 0.0017303798140362566 0.0014687797226756018 0.0012672485389887635 0.0010160145347945255
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internal_value=0 -0.00274376 0.000738295 0.0087426 0.00525244
internal_weight=0 0.00564575 0.00446641 0.00273603 0.00288326
internal_count=3121 2537 2088 952 584
is_linear=0
shrinkage=0.1


Tree=6731
num_leaves=8
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split_feature=2 13 1 13 16 4 12
split_gain=2.21857e-05 4.62047e-05 5.0346e-05 3.73137e-05 7.59056e-05 4.83528e-05 4.63086e-05
threshold=0.099185000000000009 -0.08971999999999998 0.10557500000000002 -0.017449999999999997 0.013515000000000001 0.0061450000000000003 0.088435000000000014
decision_type=2 2 2 2 2 2 2
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leaf_value=1.0939393837572851e-05 0.00038471048299529509 -0.00038632007321790022 0.00016944562672129769 -0.00038890680481705968 0.00049075189755306409 0.00015728267440865047 -0.00057240631338190357
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internal_value=0 0.00010354 -5.20373e-05 -8.66112e-05 3.64005e-05 -0.000145457 -0.000293795
internal_weight=0 0.00406098 0.00261439 0.00562893 0.00353192 0.00252233 0.00209701
internal_count=3121 919 719 2202 882 730 1320
is_linear=0
shrinkage=0.00196078


Tree=6732
num_leaves=7
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split_feature=1 4 13 4 51 13
split_gain=2.35536e-05 2.21712e-05 4.3544e-05 4.76446e-05 2.60225e-05 3.54963e-05
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decision_type=2 2 2 2 2 2
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internal_value=0 -3.63689e-05 -7.60269e-05 -0.000253499 5.44531e-05 0.000148246
internal_weight=0 0.00834237 0.00722958 0.00306319 0.00416639 0.00304929
internal_count=3121 2887 2721 1553 1168 947
is_linear=0
shrinkage=0.00196078


Tree=6733
num_leaves=7
num_cat=0
split_feature=0 0 2 0 52 52
split_gain=1.15592e-05 3.62784e-05 2.97343e-05 5.59414e-05 3.67043e-05 2.41768e-05
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decision_type=2 2 2 2 2 2
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internal_weight=0 0.0062804 0.00522973 0.00271891 0.00251082 0.00226971
internal_count=3121 2835 2561 1616 945 286
is_linear=0
shrinkage=0.1


Tree=6734
num_leaves=8
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split_feature=457 43 16 2 4 3 1
split_gain=2.55829e-05 3.92232e-05 8.08696e-05 0.000120494 0.000110973 7.685e-05 2.79133e-05
threshold=0.045365000000000009 -0.074359999999999996 0.22339500000000004 0.099185000000000009 0.23246000000000003 -0.077774999999999983 0.089175000000000018
decision_type=2 2 2 2 2 2 2
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internal_value=0 -4.51665e-05 -0.000141101 -3.03763e-05 0.000306055 0.000136666 -0.000327995
internal_weight=0 0.00864482 0.0056591 0.00462667 0.00217173 0.00298572 0.00245494
internal_count=3121 2832 1740 1497 387 1092 1110
is_linear=0
shrinkage=0.00196078


Tree=6735
num_leaves=6
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split_feature=52 12 1 48 3
split_gain=1.01656e-05 3.96895e-05 4.28869e-05 6.03002e-05 2.84082e-05
threshold=0.11434500000000002 0.095110000000000014 0.11181500000000001 0.083985000000000018 -0.059315
decision_type=2 2 2 2 2
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leaf_value=-0.014064518368641105 -0.008178382893636248 0.014762755209567009 -0.018356908439385668 0.020566361780136665 0.0057222506618365265
leaf_weight=0.001686566135189703 0.0013026219515044372 0.0017044789371738226 0.0013280248918342659 0.0012603325420720356 0.001273464450417485
leaf_count=1200 501 558 294 329 239
internal_value=0 0.00141615 -0.00268396 0.00224786 -0.00555185
internal_weight=0 0.00725287 0.00554839 0.00422036 0.00296003
internal_count=3121 2620 2062 1768 1439
is_linear=0
shrinkage=0.1


Tree=6736
num_leaves=6
num_cat=0
split_feature=0 0 12 52 48
split_gain=1.03273e-05 2.89016e-05 2.56819e-05 5.41376e-05 2.24775e-05
threshold=-0.14920999999999998 -0.10607499999999999 0.091545000000000015 0.083680000000000018 0.086035000000000014
decision_type=2 2 2 2 2
left_child=4 -2 3 -3 -1
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leaf_value=0.0048031740367579789 0.017198854162184932 -0.0060282750488173569 -0.0099559894706872376 0.020365109240533696 -0.015164830178287517
leaf_weight=0.0010587572497632808 0.0010487724752341315 0.0019498387409124522 0.0019829470130932024 0.0012921944679104452 0.0012057420102874923
leaf_count=194 274 1074 936 551 92
internal_value=0 0.00204933 -0.000991522 0.00449148 -0.00582887
internal_weight=0 0.00627375 0.00522498 0.00324203 0.0022645
internal_count=3121 2835 2561 1625 286
is_linear=0
shrinkage=0.1


Tree=6737
num_leaves=6
num_cat=0
split_feature=1 16 16 3 2
split_gain=1.04354e-05 4.44339e-05 4.16595e-05 4.47317e-05 4.08033e-05
threshold=0.10937500000000001 -0.071854999999999988 -0.094359999999999986 0.096675000000000011 0.090050000000000005
decision_type=2 2 2 2 2
left_child=2 -2 -1 4 -4
right_child=1 -3 3 -5 -6
leaf_value=-0.014428935613347398 0.018766657340271845 -0.0073193120388675027 0.0069506877344980055 0.021684249786777222 -0.016924840756967676
leaf_weight=0.0019279918300635114 0.0012576842023010563 0.001358092643562442 0.0017722513849674662 0.0010080049021682636 0.0012007825398383967
leaf_count=482 305 243 1247 93 751
internal_value=0 0.00522301 -0.00236345 0.00347978 -0.00269243
internal_weight=0 0.00261578 0.00590903 0.00398104 0.00297303
internal_count=3121 548 2573 2091 1998
is_linear=0
shrinkage=0.1


Tree=6738
num_leaves=7
num_cat=0
split_feature=52 160 4 13 3 16
split_gain=1.09174e-05 5.07412e-05 3.28308e-05 2.85599e-05 3.72609e-05 3.37217e-05
threshold=-0.046924999999999988 -1.0000000180025095e-35 0.0052350000000000009 -0.16152999999999998 -0.10519499999999998 -0.25582999999999995
decision_type=2 2 2 2 2 2
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right_child=1 3 -4 4 5 -7
leaf_value=-0.0053210042915538078 -0.022049179792421023 -0.013041060771998124 0.017419950829426094 0.022187183505143343 -0.01331972729975873 0.0088676332450888951
leaf_weight=0.0013404454385848273 0.0010744088662613697 0.0010082274527449184 0.0012060123943107562 0.0010266223505573991 0.0011436353719270513 0.0017081593470527037
leaf_count=726 743 98 227 142 203 982
internal_value=0 -0.00237306 0.0054492 0.00195306 0.00585091 -3.00094e-05
internal_weight=0 0.00596105 0.00254646 0.00488664 0.00387842 0.00285179
internal_count=3121 2168 953 1425 1327 1185
is_linear=0
shrinkage=0.1


Tree=6739
num_leaves=7
num_cat=0
split_feature=2 13 13 52 0 16
split_gain=1.01037e-05 3.89332e-05 3.04796e-05 2.81964e-05 3.19477e-05 1.18824e-05
threshold=0.099185000000000009 -0.08971999999999998 -0.086589999999999986 0.077655000000000016 -0.10011499999999998 -0.071854999999999988
decision_type=2 2 2 2 2 2
left_child=2 -2 -1 4 -4 -3
right_child=1 5 3 -5 -6 -7
leaf_value=-0.018291276050436064 0.018165348541574845 0.0035695824537761503 0.006006782422094948 0.015101695403857182 -0.015165683148505535 -0.0108137941223642
leaf_weight=0.0010265997214494818 0.0012593551003584613 0.0011346408415185665 0.0014968222152136762 0.0010480908577772032 0.001360422753690219 0.0011631483565177332
leaf_count=482 200 257 158 635 927 462
internal_value=0 0.00403379 -0.00295838 0.0010722 -0.00407408 -0.00371133
internal_weight=0 0.00355714 0.00493194 0.00390534 0.00285724 0.00229779
internal_count=3121 919 2202 1720 1085 719
is_linear=0
shrinkage=0.1


Tree=6740
num_leaves=7
num_cat=0
split_feature=4 16 15 16 160 43
split_gain=1.8281e-05 2.45493e-05 2.87226e-05 2.84454e-05 4.2708e-05 9.36089e-05
threshold=0.27287000000000006 -0.092484999999999984 -0.094549999999999981 -0.056919999999999991 -0.027994999999999996 -0.074359999999999996
decision_type=2 2 2 2 2 2
left_child=1 2 -1 -3 -5 -6
right_child=-2 3 -4 4 5 -7
leaf_value=4.0596744630148918e-05 0.00020017372071651644 0.00027388094158121502 -0.00039072660009388315 0.00027273871549872669 0.0001987289405545847 -0.00050966574959462147
leaf_weight=0.0010433275619937863 0.0014334849965674584 0.0013958716049658924 0.0013769811977368111 0.0011253910455083908 0.0013495614584428219 0.0015305162645327139
leaf_count=187 352 860 317 516 446 443
internal_value=0 -4.06924e-05 -0.000204795 3.2841e-05 -5.11593e-05 -0.000177723
internal_weight=0 0.00782165 0.00242031 0.00540134 0.00400547 0.00288008
internal_count=3121 2769 504 2265 1405 889
is_linear=0
shrinkage=0.00196078


Tree=6741
num_leaves=6
num_cat=0
split_feature=52 160 4 42 0
split_gain=1.10421e-05 4.12554e-05 2.83798e-05 2.62872e-05 3.61569e-05
threshold=-0.046924999999999988 -1.0000000180025095e-35 0.0052350000000000009 0.08623500000000002 -0.077809999999999976
decision_type=2 2 2 2 2
left_child=2 -2 -1 4 -3
right_child=1 3 -4 -5 -6
leaf_value=-0.0045284582752737525 -0.020189375673357563 -0.012269010795041932 0.016625541235934373 0.012093654932162204 0.0090606300637117651
leaf_weight=0.0013398184840205348 0.0010679951595395851 0.0019515404297596106 0.0012041985635808515 0.0015844566249143465 0.0013407327553432912
leaf_count=726 743 713 227 511 201
internal_value=0 -0.00238798 0.00548469 0.0015105 -0.00358281
internal_weight=0 0.00594472 0.00254402 0.00487673 0.00329227
internal_count=3121 2168 953 1425 914
is_linear=0
shrinkage=0.1


Tree=6742
num_leaves=7
num_cat=0
split_feature=160 16 16 0 1 13
split_gain=1.0467e-05 2.59063e-05 5.05949e-05 4.91866e-05 7.68627e-05 2.59975e-05
threshold=-0.081069999999999989 -0.056919999999999991 0.38525000000000004 -0.20211999999999997 0.08844500000000001 -0.00096999999999999983
decision_type=2 2 2 2 2 2
left_child=-1 3 5 -2 -5 -3
right_child=1 2 -4 4 -6 -7
leaf_value=0.0085881540891205189 -0.015163923570710065 -0.0061660514102759934 0.0089337858313657467 -0.0093509473609712009 0.02284877048599674 -0.028773624665610099
leaf_weight=0.0012093135211168589 0.0010315150425679329 0.0010008286912592474 0.0011036916246504125 0.0012303879481127917 0.0018650599497773554 0.0010343490367502543
leaf_count=649 95 571 294 817 467 228
internal_value=0 -0.00145968 -0.00830649 0.00374785 0.0100499 -0.017656
internal_weight=0 0.00726583 0.00313887 0.00412696 0.00309545 0.00203518
internal_count=3121 2472 1093 1379 1284 799
is_linear=0
shrinkage=0.1


Tree=6743
num_leaves=8
num_cat=0
split_feature=13 12 0 151 4 0 3
split_gain=3.08444e-05 4.6033e-05 4.23459e-05 6.87495e-05 4.91714e-05 4.23124e-05 4.12005e-05
threshold=-0.23438999999999996 -0.015429999999999998 -0.053834999999999994 -0.0083949999999999979 0.053180000000000012 -0.084269999999999984 -0.059315
decision_type=2 2 2 2 2 2 2
left_child=-1 -2 3 -3 5 -5 -6
right_child=1 2 -4 4 6 -7 -8
leaf_value=0.00028237091060538861 0.00035005246772956548 -0.00040469933226475391 -0.00036560034157925121 -0.00035287242152617741 4.1043414479322357e-05 0.00018501538687742651 0.00058263196258467528
leaf_weight=0.0012711317678487629 0.0010002204742319909 0.001346245245917449 0.0017424306931315553 0.0012002501956812465 0.0010758000681691552 0.0010578101472334485 0.0010843808013865754
leaf_count=169 334 372 390 690 227 862 77
internal_value=0 -4.50919e-05 -9.77408e-05 -1.6775e-05 0.000101426 -0.000100894 0.000312913
internal_weight=0 0.00850714 0.00750692 0.00576449 0.00441824 0.00225806 0.00216018
internal_count=3121 2952 2618 2228 1856 1552 304
is_linear=0
shrinkage=0.00196078


Tree=6744
num_leaves=7
num_cat=0
split_feature=11 48 2 42 52 13
split_gain=2.1307e-05 3.37861e-05 6.71423e-05 4.85695e-05 4.14846e-05 8.45015e-05
threshold=1.0000000180025095e-35 0.091545000000000015 0.11293500000000002 -0.088669999999999985 0.090245000000000006 -0.010384999999999998
decision_type=2 2 2 2 2 2
left_child=1 2 3 -1 5 -5
right_child=-2 -3 -4 4 -6 -7
leaf_value=0.00024564296369585198 -0.00027549806180932203 0.00026863876819985055 0.00042194149659788505 0.00024186963195900311 -0.00051479874024118 -0.00041289207140565395
leaf_weight=0.0010816933577958397 0.0010031170383917052 0.0017520818382081643 0.0010232568356824331 0.0014771029187178467 0.0012815836063751469 0.0015561770609719664
leaf_count=317 244 353 353 959 489 406
internal_value=0 2.7303e-05 -3.85618e-05 -0.000125879 -0.000219016 -9.40457e-05
internal_weight=0 0.0081719 0.00641981 0.00539656 0.00431486 0.00303328
internal_count=3121 2877 2524 2171 1854 1365
is_linear=0
shrinkage=0.00196078


Tree=6745
num_leaves=8
num_cat=0
split_feature=1 457 15 151 2 13 1
split_gain=4.2425e-05 4.3506e-05 4.00433e-05 5.27908e-05 8.32101e-05 3.9161e-05 3.03232e-05
threshold=0.13146500000000003 0.069910000000000014 1.0000000180025095e-35 -0.0017399999999999998 0.10672500000000001 -0.029529999999999997 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 -1 5 -5 -4
right_child=-2 -3 6 4 -6 -7 -8
leaf_value=-0.0004150499972262738 0.00036960827200795501 0.00030897376174757516 -9.3452130644650479e-05 -0.00040675038731146322 0.00044545720547036079 6.3435308983692072e-05 -0.0005626483767864818
leaf_weight=0.0010033354998326225 0.0010759052845219141 0.0011700245745276767 0.001067967056906762 0.0010963892704314567 0.0015742284548813604 0.0017977492259307543 0.0010504708833683231
leaf_count=316 234 252 752 477 330 366 394
internal_value=0 -4.2972e-05 -9.72246e-05 -8.60774e-06 8.26556e-05 -0.000114686 -0.000326113
internal_weight=0 0.00876016 0.00759014 0.0054717 0.00446837 0.00289414 0.00211844
internal_count=3121 2887 2635 1489 1173 843 1146
is_linear=0
shrinkage=0.00196078


Tree=6746
num_leaves=8
num_cat=0
split_feature=11 2 52 3 52 3 0
split_gain=2.56892e-05 3.72885e-05 4.96839e-05 4.42977e-05 4.31079e-05 1.95264e-05 8.82634e-06
threshold=1.0000000180025095e-35 0.089775000000000008 -0.013374999999999998 -0.078934999999999991 0.10347000000000002 0.097915000000000016 -0.08824499999999999
decision_type=2 2 2 2 2 2 2
left_child=1 3 -3 -1 5 -4 -5
right_child=-2 2 4 6 -6 -7 -8
leaf_value=-0.00042744272885108917 -0.00030498457232497165 0.00041824448868566487 8.5081769564789861e-06 -8.8127727964671336e-05 0.00027418202961181223 -0.00037641701425200337 0.00016899820489045205
leaf_weight=0.0012456115458440871 0.0010145998458788259 0.0015950834613463268 0.0010252364858664566 0.0010200401646636027 0.0013144935287761408 0.0010017312521093252 0.0010331360340430013
leaf_count=1085 244 499 351 182 330 104 326
internal_value=0 2.56791e-05 0.000133535 -0.000135724 -2.3748e-06 -0.000181723 4.12553e-05
internal_weight=0 0.00823533 0.00493654 0.00329879 0.00334146 0.00202697 0.00205318
internal_count=3121 2877 1284 1593 785 455 508
is_linear=0
shrinkage=0.00196078


Tree=6747
num_leaves=8
num_cat=0
split_feature=11 2 52 52 2 12 16
split_gain=1.95003e-05 3.79456e-05 4.08626e-05 5.66594e-05 0.000142493 2.67122e-05 2.0747e-05
threshold=0.076920000000000002 0.089775000000000008 -0.013374999999999998 0.10347000000000002 0.10613000000000002 0.089735000000000023 -0.042349999999999992
decision_type=2 2 2 2 2 2 2
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right_child=-2 2 3 -5 -6 -7 -8
leaf_value=-0.00046814935593262539 -0.00026018983964691192 0.00039202945029392033 0.0003325236123441727 0.00032824813917059113 -0.0007005240910149072 8.4327516125034686e-05 -7.2292818124541263e-05
leaf_weight=0.0010354323371783345 0.0010066843031301216 0.0016272959669258731 0.0010140243936381098 0.0013365416216342138 0.0010396966640377986 0.0013226530004296199 0.0010012409527658393
leaf_count=637 226 500 254 332 203 470 499
internal_value=0 2.86427e-05 0.000136624 1.40319e-05 -0.000190457 -0.000132641 -0.000273544
internal_weight=0 0.00837688 0.00501756 0.00339026 0.00205372 0.00335933 0.00203667
internal_count=3121 2895 1289 789 457 1606 1136
is_linear=0
shrinkage=0.00196078


Tree=6748
num_leaves=7
num_cat=0
split_feature=52 160 2 13 4 42
split_gain=1.06678e-05 3.61696e-05 2.71596e-05 2.55218e-05 3.31787e-05 2.95092e-05
threshold=-0.046924999999999988 -1.0000000180025095e-35 0.089885000000000007 -0.16152999999999998 -0.082109999999999975 0.08623500000000002
decision_type=2 2 2 2 2 2
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leaf_value=-0.006511062361132045 -0.018968239017519622 -0.012816008583043222 0.014281910533129414 0.018616550316435304 -0.0098805425620441048 0.011612174672234727
leaf_weight=0.0011005617933167731 0.0010746228996260576 0.0010166392556156074 0.001463585350350163 0.0012227928514510706 0.0015969357612780296 0.0010647373098124908
leaf_count=404 743 98 549 395 495 437
internal_value=0 -0.00235343 0.00535732 0.00128956 0.00498125 -0.00128291
internal_weight=0 0.00597573 0.00256415 0.00490111 0.00388447 0.00266167
internal_count=3121 2168 953 1425 1327 932
is_linear=0
shrinkage=0.1


Tree=6749
num_leaves=6
num_cat=0
split_feature=4 42 49 0 52
split_gain=1.17039e-05 2.2408e-05 2.90888e-05 4.34925e-05 4.40342e-05
threshold=0.27044500000000005 0.092145000000000019 -0.00064499999999999985 -0.10011499999999998 0.096795000000000006
decision_type=2 2 2 2 2
left_child=1 2 -1 -4 -5
right_child=-2 -3 3 4 -6
leaf_value=-0.0096087963122589246 0.0085492612954552651 -0.014927972745289642 0.019910420345398128 -0.011601491824559261 0.013965109110162492
leaf_weight=0.0018871267517565826 0.00133899657474436 0.0010777280613291128 0.0013774893830223829 0.0017464074170704127 0.0010967182991528201
leaf_count=516 365 544 234 1180 282
internal_value=0 -0.00163386 0.000711922 0.00532653 -0.00173933
internal_weight=0 0.00718547 0.00610774 0.00422062 0.00284313
internal_count=3121 2756 2212 1696 1462
is_linear=0
shrinkage=0.1


Tree=6750
num_leaves=8
num_cat=0
split_feature=11 2 52 52 3 3 0
split_gain=1.70633e-05 3.04892e-05 4.86773e-05 5.32742e-05 3.20142e-05 1.3031e-05 7.91553e-06
threshold=1.0000000180025095e-35 0.089775000000000008 -0.013374999999999998 0.10347000000000002 -0.078934999999999991 0.092670000000000016 -0.08824499999999999
decision_type=2 2 2 2 2 2 2
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right_child=-2 2 3 -5 6 -7 -8
leaf_value=-0.00037055043959689402 -0.00024589750650203955 0.00040385950529682458 -5.6577216011088767e-05 0.00029060991307281597 -9.4906134511975454e-05 -0.00037233542499970855 0.00014797272374891826
leaf_weight=0.0012445426541901356 0.0010156195824926181 0.0015877103395435261 0.0010032991937301782 0.0013347183718231278 0.00102262686986427 0.00100667373427972 0.0010411144954912137
leaf_count=1085 244 499 348 330 182 107 326
internal_value=0 2.34625e-05 0.00012114 -1.3066e-05 -0.000122167 -0.000214721 2.76212e-05
internal_weight=0 0.00824069 0.0049324 0.00334469 0.00330828 0.00200997 0.00206374
internal_count=3121 2877 1284 785 1593 455 508
is_linear=0
shrinkage=0.00196078


Tree=6751
num_leaves=7
num_cat=0
split_feature=1 42 42 2 13 4
split_gain=1.11969e-05 2.77601e-05 2.20699e-05 2.24231e-05 3.61645e-05 2.96193e-05
threshold=0.12500000000000003 0.092145000000000019 -1.0000000180025095e-35 0.10005000000000001 -0.033284999999999988 0.033845000000000007
decision_type=2 2 2 2 2 2
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right_child=-2 -3 3 5 -6 -7
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leaf_count=830 279 566 825 222 265 134
internal_value=0 -0.0014643 0.00109282 0.0037804 -0.00185089 0.0114194
internal_weight=0 0.00737675 0.00628473 0.00521257 0.0030006 0.00221197
internal_count=3121 2842 2276 1446 1090 356
is_linear=0
shrinkage=0.1


Tree=6752
num_leaves=7
num_cat=0
split_feature=12 51 51 52 1 16
split_gain=1.06696e-05 3.08256e-05 2.90003e-05 3.48782e-05 3.31962e-05 9.30236e-06
threshold=-0.010834999999999999 -0.076794999999999988 0.087505000000000013 0.090245000000000006 0.092695000000000013 -0.088394999999999987
decision_type=2 2 2 2 2 2
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internal_weight=0 0.00731485 0.00629453 0.00512445 0.00349403 0.00203637
internal_count=3121 2700 2223 1845 1322 1008
is_linear=0
shrinkage=0.1


Tree=6753
num_leaves=8
num_cat=0
split_feature=11 2 4 2 52 3 1
split_gain=2.76222e-05 3.2836e-05 5.4825e-05 3.14423e-05 6.92995e-05 3.03785e-05 4.28553e-06
threshold=1.0000000180025095e-35 0.089775000000000008 0.23246000000000003 0.10912000000000001 0.016565000000000003 -0.078934999999999991 0.096325000000000008
decision_type=2 2 2 2 2 2 2
left_child=1 5 3 4 -3 -1 -7
right_child=-2 2 -4 -5 -6 6 -8
leaf_value=-0.00036531087469802981 -0.00031255490766414132 0.00042790045990412378 -0.00023639231967903832 0.00049199449082179482 -0.00024134552376694444 -6.3810060173641e-05 0.00011653596661768004
leaf_weight=0.0012243621106869866 0.0010098204838106832 0.0012736206531653524 0.0011746840963695413 0.0013240261765558371 0.001116207673715418 0.0010186251712309162 0.0010077648975257976
leaf_count=1085 244 383 271 343 287 243 265
internal_value=0 3.12666e-05 0.000132825 0.000249607 0.000115318 -0.000121458 2.58797e-05
internal_weight=0 0.00813929 0.00488854 0.00371385 0.00238983 0.00325075 0.00202639
internal_count=3121 2877 1284 1013 670 1593 508
is_linear=0
shrinkage=0.00196078


Tree=6754
num_leaves=7
num_cat=0
split_feature=160 133 42 47 4 16
split_gain=1.1424e-05 2.57332e-05 4.87548e-05 3.55668e-05 4.02348e-05 6.57069e-05
threshold=-0.081069999999999989 -0.0061299999999999992 0.088060000000000013 0.09550500000000002 0.033845000000000007 -0.029084999999999996
decision_type=2 2 2 2 2 2
left_child=-1 -2 3 4 5 -3
right_child=1 2 -4 -5 -6 -7
leaf_value=0.0089479368183906054 -0.016308082075680932 0.015677655721805097 0.016473241176794464 0.012086218096533366 -0.02352975526217627 -0.01691608176562932
leaf_weight=0.0012140971788048424 0.0010142485933465435 0.0011808752699613032 0.0015166636111516975 0.0010549732097962848 0.0012276661525177823 0.0012987464638996016
leaf_count=649 718 316 602 121 242 473
internal_value=0 -0.00152862 0.000858741 -0.00411409 -0.00872418 -0.0013939
internal_weight=0 0.00729317 0.00627892 0.00476226 0.00370729 0.00247962
internal_count=3121 2472 1754 1152 1031 789
is_linear=0
shrinkage=0.1


Tree=6755
num_leaves=7
num_cat=0
split_feature=159 15 2 52 15 3
split_gain=1.15203e-05 3.32685e-05 4.385e-05 4.69028e-05 4.66686e-05 1.93681e-05
threshold=0.076905000000000015 -0.11713499999999999 0.10097500000000002 -0.0064899999999999992 0.084050000000000014 0.095270000000000007
decision_type=2 2 2 2 2 2
left_child=1 -1 3 -3 -5 -4
right_child=-2 2 5 4 -6 -7
leaf_value=-0.016273546718925343 0.0096846647910969128 -0.0084466761787243532 -0.020012005959007453 0.025336777127628881 -0.00095921262734120273 -0.00079768613406923773
leaf_weight=0.0012543456225022004 0.0010669982390935657 0.0012518429800624661 0.0010211609993656997 0.0016878782531774628 0.0011245801715222899 0.0010788621050226745
leaf_count=331 527 498 413 443 797 112
internal_value=0 -0.00142828 0.0015925 0.00765513 0.0148222 -0.0101409
internal_weight=0 0.00741867 0.00616432 0.0040643 0.00281246 0.00210002
internal_count=3121 2594 2263 1738 1240 525
is_linear=0
shrinkage=0.1


Tree=6756
num_leaves=7
num_cat=0
split_feature=15 16 2 48 13 4
split_gain=1.4457e-05 3.66607e-05 7.51166e-05 4.08973e-05 3.18909e-05 2.62584e-05
threshold=-0.15026499999999995 -0.092484999999999984 0.092875000000000013 0.084855000000000014 -0.033284999999999988 -0.04890499999999999
decision_type=2 2 2 2 2 2
left_child=-1 2 -2 4 -3 -6
right_child=1 3 -4 -5 5 -7
leaf_value=0.01026417975197568 0.0039084927910054369 -0.012999403866143459 -0.031703863554933653 0.019888498117703591 -0.0045871374282488633 0.017072009682732949
leaf_weight=0.0011755020141190967 0.0013426491207936036 0.0015078845547654954 0.0010598105147629074 0.0011381039477566038 0.0011663126321572305 0.001076256291010605
leaf_count=363 301 1007 243 364 624 219
internal_value=0 -0.00168632 -0.0118014 0.00328469 -0.00175386 0.00580755
internal_weight=0 0.00729102 0.00240246 0.00488856 0.00375045 0.00224257
internal_count=3121 2758 544 2214 1850 843
is_linear=0
shrinkage=0.1


Tree=6757
num_leaves=8
num_cat=0
split_feature=11 13 0 52 16 0 16
split_gain=3.65666e-05 3.27013e-05 8.29324e-05 8.10966e-05 6.82463e-05 4.1327e-05 4.54657e-05
threshold=0.076920000000000002 -0.010384999999999998 -0.019414999999999998 -0.013374999999999998 -0.088159999999999988 -0.099059999999999995 -0.070454999999999976
decision_type=2 2 2 2 2 2 2
left_child=1 3 5 -1 -5 6 -3
right_child=-2 2 -4 4 -6 -7 -8
leaf_value=0.00063282904795348754 -0.00036040294599053613 -0.0002683235415425029 0.00041280391136125632 0.00027462323427518735 -0.00037234286319298303 -0.00051539168599773315 0.0002424393767413545
leaf_weight=0.0010439999033030455 0.0010361038373335437 0.0017702963098417141 0.0010705619881730445 0.0013926185062239978 0.0011400411644291607 0.0011500317746827708 0.0010781003684270101
leaf_count=609 226 148 156 510 711 639 122
internal_value=0 2.94032e-05 -7.18926e-05 0.000172964 -1.65995e-05 -0.000201668 -7.5003e-05
internal_weight=0 0.00864565 0.00506899 0.00357666 0.00253266 0.00399843 0.0028484
internal_count=3121 2895 1065 1830 1221 909 270
is_linear=0
shrinkage=0.00196078


Tree=6758
num_leaves=7
num_cat=0
split_feature=457 160 1 15 2 13
split_gain=3.06975e-05 4.84606e-05 3.75987e-05 5.49898e-05 4.94536e-05 4.45694e-05
threshold=0.069910000000000014 0.041220000000000007 0.12811000000000003 1.0000000180025095e-35 0.10981000000000002 -0.033284999999999988
decision_type=2 2 2 2 2 2
left_child=1 2 3 4 5 -1
right_child=-2 -3 -4 -5 -6 -7
leaf_value=-0.0003807951198624074 0.00027859115793672827 -0.00044091184339780428 0.00033824641154050458 -0.00034533569154434463 0.00034745411492786803 0.00010689837035111091
leaf_weight=0.0011824384498517956 0.0012659494386306801 0.0010601372059518077 0.0011203161197322602 0.0017655449975218264 0.0015454912982964608 0.0018439414101230275
leaf_count=545 267 361 223 1054 286 385
internal_value=0 -4.86454e-05 7.11638e-06 -5.14201e-05 6.20829e-05 -8.36486e-05
internal_weight=0 0.00851787 0.00745773 0.00633742 0.00457187 0.00302638
internal_count=3121 2854 2493 2270 1216 930
is_linear=0
shrinkage=0.00196078


Tree=6759
num_leaves=7
num_cat=0
split_feature=2 13 13 1 4 16
split_gain=1.41472e-05 3.05179e-05 2.29669e-05 2.42744e-05 3.43561e-05 1.32064e-05
threshold=0.099185000000000009 -0.08971999999999998 -0.086589999999999986 0.086560000000000012 0.053180000000000012 -0.071854999999999988
decision_type=2 2 2 2 2 2
left_child=2 -2 -1 -4 -5 -3
right_child=1 5 3 4 -6 -7
leaf_value=-0.016870310594564054 0.017253804395050663 0.0055702302376287741 0.009558816854188518 -0.019610854129541572 0.0047470083885272976 -0.0095851807936297995
leaf_weight=0.0010203851288084001 0.0012624292316876168 0.0011366760893156075 0.0015770231321007911 0.0010764085740124526 0.0012532703447686701 0.0011635347710224819
leaf_count=482 200 257 1077 495 148 462
internal_value=0 0.00476067 -0.00351115 -2.18935e-05 -0.00650734 -0.00209596
internal_weight=0 0.00356264 0.00492709 0.0039067 0.00232968 0.00230021
internal_count=3121 919 2202 1720 643 719
is_linear=0
shrinkage=0.1


Tree=6760
num_leaves=7
num_cat=0
split_feature=4 16 160 2 43 1
split_gain=1.28892e-05 1.94773e-05 2.53463e-05 4.04132e-05 5.03352e-05 1.76999e-05
threshold=0.27044500000000005 -0.092484999999999984 -0.027994999999999996 0.10644500000000001 -0.0030899999999999994 0.090540000000000023
decision_type=2 2 2 2 2 2
left_child=1 5 -3 4 -4 -1
right_child=-2 2 3 -5 -6 -7
leaf_value=-0.0011002152692407903 0.0089789367960346478 0.015185460162112292 0.0032083329038106916 0.015191922033384259 -0.023640022433687187 -0.019154415653216454
leaf_weight=0.001153027751636262 0.0013359315246221802 0.0010929477915060451 0.0016554828538697028 0.0010049725884652165 0.0012077102370539382 0.0010264046431991743
leaf_count=372 365 600 925 304 436 119
internal_value=0 -0.00172302 0.00173861 -0.00206079 -0.00811645 -0.00960285
internal_weight=0 0.00714055 0.00496111 0.00386817 0.00286319 0.00217943
internal_count=3121 2756 2265 1665 1361 491
is_linear=0
shrinkage=0.1


Tree=6761
num_leaves=6
num_cat=0
split_feature=42 49 42 0 12
split_gain=1.15224e-05 1.80534e-05 3.24525e-05 1.95352e-05 5.79757e-05
threshold=-1.0000000180025095e-35 -0.047584999999999995 0.091545000000000015 -0.10224499999999999 0.088365000000000013
decision_type=2 2 2 2 2
left_child=-1 -2 3 -3 -5
right_child=1 2 -4 4 -6
leaf_value=-0.0081674108111404516 0.011172034725741601 -0.0047125729968464205 -0.016211385801389682 0.025010999724911134 -0.0058894060325220586
leaf_weight=0.0014443157119780102 0.0015486304334065421 0.0019099726770274608 0.0011231099528279647 0.0011571794787748684 0.0012774850116198503
leaf_count=862 360 281 620 700 298
internal_value=0 0.00164072 -0.00105884 0.00285817 0.00879735
internal_weight=0 0.00701638 0.00546775 0.00434464 0.00243466
internal_count=3121 2259 1899 1279 998
is_linear=0
shrinkage=0.1


Tree=6762
num_leaves=8
num_cat=0
split_feature=4 42 4 12 1 13 3
split_gain=1.63349e-05 2.85443e-05 6.92542e-05 4.74249e-05 5.5999e-05 5.57454e-05 1.63119e-06
threshold=0.24564500000000003 0.091295000000000015 0.055260000000000011 0.084225000000000008 0.094385000000000011 -0.082014999999999991 -0.0049599999999999991
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 4 -1 -5 -2
right_child=6 -3 -4 5 -6 -7 -8
leaf_value=-5.1438945365116835e-05 0.0002076964983774064 0.00021641950806174003 -0.00055743455519880489 8.3419928447630703e-05 0.00052994400684720311 -0.00054920978228271316 9.6002142678789133e-05
leaf_weight=0.0017058270962703346 0.0010065854538881657 0.0012902770475923756 0.0010683222367561217 0.0011010733882633973 0.0010165491283860807 0.0010425710371422406 0.0010041870189462527
leaf_count=405 216 580 182 439 231 858 210
internal_value=0 -4.78986e-05 -0.000105368 -6.11805e-06 0.000165652 -0.000224262 0.000151916
internal_weight=0 0.00722462 0.00593434 0.00486602 0.00272238 0.00214364 0.00201077
internal_count=3121 2695 2115 1933 636 1297 426
is_linear=0
shrinkage=0.00196078


Tree=6763
num_leaves=7
num_cat=0
split_feature=4 150 13 0 43 13
split_gain=1.19997e-05 1.92134e-05 2.86661e-05 2.7494e-05 5.47282e-05 3.04514e-05
threshold=0.27044500000000005 0.086615000000000011 -0.13710499999999998 -0.10011499999999998 -0.0030899999999999994 -0.0034749999999999994
decision_type=2 2 2 2 2 2
left_child=1 2 -1 -4 5 -5
right_child=-2 -3 3 4 -6 -7
leaf_value=-0.014338562777872675 0.0086604456557863203 -0.014082480412399193 0.01402230308781028 0.019610790632461798 -0.019503541218476923 -0.0041025860550075004
leaf_weight=0.0010709522110600072 0.0013368856255950665 0.0010604742009646725 0.0016993620063806671 0.0010746808021236357 0.0011276943898807443 0.0010915589823086529
leaf_count=130 365 269 297 1088 625 347
internal_value=0 -0.00166434 0.000507259 0.00369136 -0.00163844 0.00766172
internal_weight=0 0.00712472 0.00606425 0.0049933 0.00329393 0.00216624
internal_count=3121 2756 2487 2357 2060 1435
is_linear=0
shrinkage=0.1


Tree=6764
num_leaves=7
num_cat=0
split_feature=484 1 47 4 3 42
split_gain=2.24807e-05 2.62973e-05 5.475e-05 5.22778e-05 3.89179e-05 5.44913e-05
threshold=0.084040000000000017 0.12337000000000002 0.096175000000000024 0.053180000000000012 0.096675000000000011 0.083995000000000014
decision_type=2 2 2 2 2 2
left_child=1 2 3 4 5 -1
right_child=-2 -3 -4 -5 -6 -7
leaf_value=-0.00047071167731169752 0.00026492886428315513 0.00021195898422488247 -0.00051358166242554176 0.00026199542021502906 0.00016361188116765501 5.0173208549596059e-05
leaf_weight=0.0018196459875449143 0.0010321786790748891 0.001327900171291807 0.0010018890207717009 0.0017984731743868601 0.0012118138590418992 0.0013413389825061438
leaf_count=952 368 247 215 374 107 858
internal_value=0 -4.1508e-05 -8.843e-05 -1.94077e-05 -0.000135145 -0.000249678
internal_weight=0 0.00850106 0.00717316 0.00617127 0.0043728 0.00316098
internal_count=3121 2753 2506 2291 1917 1810
is_linear=0
shrinkage=0.00196078


Tree=6765
num_leaves=6
num_cat=0
split_feature=0 3 15 1 3
split_gain=1.38662e-05 2.81206e-05 5.22345e-05 4.49397e-05 2.58483e-05
threshold=-0.061629999999999997 -0.08824499999999999 -0.0088349999999999974 0.094385000000000011 0.076840000000000006
decision_type=2 2 2 2 2
left_child=1 -1 3 -3 -2
right_child=4 2 -4 -5 -6
leaf_value=-0.017173449153704137 0.012598571121378264 -0.023907256404662337 0.015246427592742313 0.0020261796023510717 -0.0071806210236447458
leaf_weight=0.0011126367483982698 0.0018639956026911938 0.0010491846930496625 0.001574939009464274 0.0018401801893092407 0.0010235140664283046
leaf_count=537 459 704 871 425 125
internal_value=0 -0.00294968 0.0005953 -0.00739076 0.00558759
internal_weight=0 0.00557694 0.0044643 0.00288936 0.00288751
internal_count=3121 2537 2000 1129 584
is_linear=0
shrinkage=0.1


Tree=6766
num_leaves=8
num_cat=0
split_feature=457 160 1 403 12 2 0
split_gain=1.87637e-05 3.39962e-05 4.82576e-05 5.71433e-05 0.000101613 7.19656e-05 5.76182e-05
threshold=0.045365000000000009 1.0000000180025095e-35 0.12811000000000003 0.03138500000000001 0.087005000000000013 0.095040000000000013 -0.10224499999999999
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 4 6 -6 -1
right_child=-2 -3 -4 -5 5 -7 -8
leaf_value=-0.00015933520159476901 0.0002211237111117881 -0.00036887506516316632 0.00039265721391847362 0.00035213584080206366 -0.00080637962940338745 -0.00010965748566686894 0.0004166890551690722
leaf_weight=0.0014352495427181712 0.0011811851016430607 0.0010710806987393141 0.0010556502210520196 0.0010569039237952622 0.0011280478415995852 0.0011521586336996664 0.0012483036749567967
leaf_count=183 289 402 222 298 762 373 592
internal_value=0 -4.33171e-05 5.95981e-06 -6.18429e-05 -0.000149989 -0.000454335 0.000108613
internal_weight=0 0.00814739 0.00707631 0.00602066 0.00496376 0.00228021 0.00268355
internal_count=3121 2832 2430 2208 1910 1135 775
is_linear=0
shrinkage=0.00196078


Tree=6767
num_leaves=7
num_cat=0
split_feature=11 13 39 0 151 4
split_gain=2.45699e-05 4.14938e-05 5.10826e-05 3.99999e-05 7.85815e-05 3.77376e-05
threshold=0.076920000000000002 -0.094514999999999988 1.0000000180025095e-35 -0.053834999999999994 -0.0083949999999999979 0.053180000000000012
decision_type=2 2 2 2 2 2
left_child=1 -1 3 4 -3 -6
right_child=-2 2 -4 -5 5 -7
leaf_value=0.00028656828401155832 -0.00029234841774780738 -0.00051161732330392922 0.00036513797152810251 -0.00043432209623535877 -7.6715628010342663e-05 0.00033450104653769553
leaf_weight=0.0018788527721038499 0.0010230000200149138 0.0010097291067205933 0.001000357246463141 0.0011939315222052995 0.0018888982898460616 0.0015721345122662327
leaf_count=322 226 334 313 261 1431 234
internal_value=0 2.92039e-05 -4.33462e-05 -0.000115483 -3.03354e-05 0.000110075
internal_weight=0 0.0085439 0.00666505 0.00566469 0.00447076 0.00346103
internal_count=3121 2895 2573 2260 1999 1665
is_linear=0
shrinkage=0.00196078


Tree=6768
num_leaves=8
num_cat=0
split_feature=47 16 43 16 16 12 0
split_gain=3.04305e-05 6.02858e-05 5.50642e-05 9.23526e-05 7.28961e-05 5.1516e-05 3.83838e-05
threshold=0.12209500000000001 -0.48836499999999994 -0.17390999999999998 0.22339500000000004 0.0065250000000000004 0.084100000000000022 -0.15090499999999998
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 6 -4
right_child=-2 2 3 -5 -6 -7 -8
leaf_value=0.0004051915338896674 -0.000334366261516501 0.000349250091843045 -0.00020789448143394043 -0.00064406203417780342 0.00042447063714746503 -0.00043430311584701745 0.00028686207439743074
leaf_weight=0.0013586315986458689 0.0010045856138477588 0.0011443660017469888 0.0012203591812732682 0.001064455683609457 0.0011528393991950226 0.0014192551407393138 0.0011914697016148403
leaf_count=251 97 185 114 389 296 1361 428
internal_value=0 2.63866e-05 -4.51656e-05 -0.00011979 -7.81692e-06 -0.0001379 3.65206e-05
internal_weight=0 0.00855138 0.00719275 0.00604838 0.00498392 0.00383108 0.00241183
internal_count=3121 3024 2773 2588 2199 1903 542
is_linear=0
shrinkage=0.00196078


Tree=6769
num_leaves=7
num_cat=0
split_feature=13 3 16 52 1 16
split_gain=1.23015e-05 2.66543e-05 3.50631e-05 0.000104362 4.06224e-05 4.50353e-05
threshold=-0.23438999999999996 0.10893000000000001 0.23311500000000004 0.090245000000000006 0.10337500000000001 -0.078844999999999985
decision_type=2 2 2 2 2 2
left_child=-1 2 3 4 5 -2
right_child=1 -3 -4 -5 -6 -7
leaf_value=0.0098601753234023124 0.0090106382993317118 -0.015574548492236448 0.017762713713367226 -0.029025386196390779 0.021127708930144602 -0.016285462955271165
leaf_weight=0.0010903249533382236 0.0017673675184089841 0.0011410253377242534 0.0010450955405120936 0.0011420254695694897 0.0011472173405165931 0.0011695135008603032
leaf_count=169 707 111 397 666 272 799
internal_value=0 -0.00151612 0.00104176 -0.00230202 0.00517057 -0.00106268
internal_weight=0 0.00741224 0.00627122 0.00522612 0.0040841 0.00293688
internal_count=3121 2952 2841 2444 1778 1506
is_linear=0
shrinkage=0.1


Tree=6770
num_leaves=6
num_cat=0
split_feature=457 15 2 52 2
split_gain=1.36788e-05 2.25215e-05 3.4666e-05 3.08174e-05 2.71485e-05
threshold=0.045365000000000009 1.0000000180025095e-35 0.10912000000000001 -0.081934999999999994 0.089885000000000007
decision_type=2 2 2 2 2
left_child=1 2 3 -1 -5
right_child=-2 -3 -4 4 -6
leaf_value=0.010729523768492717 0.010471899000476844 -0.010963891476419223 0.012913680465675119 1.1885932204247301e-05 -0.020290903902988867
leaf_weight=0.0010297194025545536 0.0010778861114172011 0.0019024130685451968 0.0018272607550060757 0.0013815965932453482 0.0012586092704000675
leaf_count=412 289 1167 463 488 302
internal_value=0 -0.00158585 0.00165961 -0.00394381 -0.00966663
internal_weight=0 0.0073996 0.00549719 0.00366993 0.00264021
internal_count=3121 2832 1665 1202 790
is_linear=0
shrinkage=0.1


Tree=6771
num_leaves=7
num_cat=0
split_feature=0 12 4 4 4 2
split_gain=3.93896e-05 5.15042e-05 3.88726e-05 6.09197e-05 3.66438e-05 6.35641e-05
threshold=-0.019414999999999998 0.082850000000000021 0.27044500000000005 0.098655000000000007 -0.064054999999999987 0.089775000000000008
decision_type=2 2 2 2 2 2
left_child=2 -2 3 4 -1 -6
right_child=1 -3 -4 -5 5 -7
leaf_value=-0.00026783739648666662 0.00054635195154499789 -3.3147713783375043e-05 0.00022218104007770218 -0.00048510754075638062 -0.00017272503216143989 0.00039974266649399099
leaf_weight=0.0015941994970637596 0.0010382113114789516 0.0013647767678393122 0.0014076583960278867 0.0014818029539326255 0.0015637462818522542 0.0014254861454265329
leaf_count=1015 195 170 281 178 680 602
internal_value=0 0.000217225 -7.13693e-05 -0.000139498 -2.77645e-05 0.00010027
internal_weight=0 0.00240299 0.00747289 0.00606523 0.00458343 0.00298923
internal_count=3121 365 2756 2475 2297 1282
is_linear=0
shrinkage=0.00196078


Tree=6772
num_leaves=8
num_cat=0
split_feature=52 52 160 15 133 16 15
split_gain=1.93954e-05 5.16205e-05 6.58072e-05 3.80709e-05 6.21505e-05 8.11191e-05 9.28466e-05
threshold=-0.23798499999999997 -0.081429999999999989 0.050340000000000003 -0.11713499999999999 1.0000000180025095e-35 -0.008904999999999998 -0.03241999999999999
decision_type=2 2 2 2 2 2 2
left_child=-1 -2 3 -3 5 6 -5
right_child=1 2 -4 4 -6 -7 -8
leaf_value=-0.0002632968125223498 0.00043753797507608416 -0.00022489327165300574 -0.00048586177766712441 0.00045587870389997439 -0.00023009273474926273 0.00067229645410044807 -0.0003385447702655823
leaf_weight=0.001004865389858515 0.0010241587287448534 0.0015456456055524355 0.001054145899817103 0.0010973394417072965 0.0013415500664992778 0.0012277108581290894 0.0011672831694803222
leaf_count=385 386 371 216 247 682 210 624
internal_value=0 2.48426e-05 -3.20156e-05 4.29774e-05 0.00012863 0.00026643 4.63989e-05
internal_weight=0 0.00845783 0.00743368 0.00637953 0.00483388 0.00349233 0.00226462
internal_count=3121 2736 2350 2134 1763 1081 871
is_linear=0
shrinkage=0.00196078


Tree=6773
num_leaves=6
num_cat=0
split_feature=0 1 150 16 16
split_gain=1.25022e-05 2.29658e-05 2.08592e-05 4.53001e-05 3.23127e-05
threshold=0.13134000000000004 0.077565000000000009 0.081835000000000019 -0.29154999999999992 -0.056919999999999991
decision_type=2 2 2 2 2
left_child=1 -1 3 -3 -5
right_child=-2 2 -4 4 -6
leaf_value=-0.011560579269022871 0.0098977269003422616 -0.020421184896846831 0.012715593407755649 0.015196426242054221 -0.0046155388986984297
leaf_weight=0.0017446970940662556 0.0010996094685046306 0.0010008104913213772 0.0012935896577194982 0.0014323244471954044 0.0019358520315321199
leaf_count=1575 84 209 290 386 577
internal_value=0 -0.00152924 0.00156152 -0.00174103 0.00380954
internal_weight=0 0.00740727 0.00566258 0.00436899 0.00336818
internal_count=3121 3037 1462 1172 963
is_linear=0
shrinkage=0.1


Tree=6774
num_leaves=7
num_cat=0
split_feature=4 150 13 47 3 42
split_gain=1.13922e-05 1.8125e-05 2.42452e-05 2.7455e-05 5.29719e-05 6.0158e-05
threshold=0.27044500000000005 0.086615000000000011 -0.13710499999999998 0.096175000000000024 -0.059315 0.084635000000000016
decision_type=2 2 2 2 2 2
left_child=1 2 -1 4 5 -4
right_child=-2 -3 3 -5 -6 -7
leaf_value=-0.013156344698615461 0.0084044876280827043 -0.013661465199017545 -0.018417484019997724 -0.010584995682683071 0.021947160040259303 0.013287203006525914
leaf_weight=0.0010746658116698267 0.0013427433546848678 0.0010661555054248713 0.0011512073118236186 0.0010969962584708413 0.0015159092554100748 0.0012464814549361289
leaf_count=130 365 269 907 239 349 862
internal_value=0 -0.00163406 0.000473182 0.00339643 0.00731547 -0.00193523
internal_weight=0 0.00715142 0.00608526 0.00501059 0.0039136 0.00239769
internal_count=3121 2756 2487 2357 2118 1769
is_linear=0
shrinkage=0.1


Tree=6775
num_leaves=7
num_cat=0
split_feature=0 13 52 2 4 4
split_gain=1.83723e-05 2.90219e-05 3.93533e-05 4.09415e-05 7.07969e-05 2.7107e-05
threshold=-0.019414999999999998 0.021350000000000004 0.070205000000000017 0.11215000000000001 0.0052350000000000009 -0.46376499999999993
decision_type=2 2 2 2 2 2
left_child=1 2 3 4 -1 -2
right_child=5 -3 -4 -5 -6 -7
leaf_value=-0.00029606642534411821 -7.9116690930044629e-05 -0.00036434886850161775 0.00029957417638918921 -0.00038046079299579267 0.00028169607376169403 0.00035667695649969531
leaf_weight=0.0014559107541419268 0.0010522580886674505 0.001012272413807868 0.0012780401457872506 0.0013240311096230041 0.001853487196300851 0.0011468316107294202
leaf_count=957 169 333 834 299 333 196
internal_value=0 -5.7573e-05 -5.0411e-06 -8.90632e-05 2.75197e-05 0.000148151
internal_weight=0 0.00692374 0.00591147 0.00463343 0.0033094 0.00219909
internal_count=3121 2756 2423 1589 1290 365
is_linear=0
shrinkage=0.00196078


Tree=6776
num_leaves=8
num_cat=0
split_feature=52 52 160 43 43 2 3
split_gain=4.43144e-05 4.9515e-05 6.45445e-05 3.96118e-05 6.47662e-05 6.22548e-05 7.28228e-05
threshold=-0.24456499999999998 -0.081429999999999989 0.050340000000000003 -0.0037449999999999996 -0.15323999999999996 0.10613000000000002 -0.0087149999999999988
decision_type=2 2 2 2 2 2 2
left_child=-1 -2 3 4 -3 6 -5
right_child=1 2 -4 5 -6 -7 -8
leaf_value=-0.0004859754748913098 0.00034090927955505925 8.176334864612763e-05 -0.00055319823575693933 -9.4501856411719097e-05 -0.00056882722381422068 -0.00019942805890774641 0.00060162481321595154
leaf_weight=0.0010303262642030213 0.0010611024742932726 0.0011910394562222358 0.001088213941805161 0.0010477854165600498 0.0011624724816796227 0.0017543176776931555 0.0012879688427963557
leaf_count=364 407 177 216 458 1120 253 126
internal_value=0 -5.56418e-05 -0.000111509 -3.69152e-05 -0.000239583 7.97043e-05 0.000289353
internal_weight=0 0.0085929 0.0075318 0.00644358 0.00235351 0.00409007 0.00233575
internal_count=3121 2757 2350 2134 1297 837 584
is_linear=0
shrinkage=0.00196078


Tree=6777
num_leaves=7
num_cat=0
split_feature=13 48 1 48 0 16
split_gain=1.37057e-05 2.66084e-05 3.02792e-05 3.13934e-05 6.62723e-05 5.6278e-05
threshold=-0.23438999999999996 0.11013500000000002 0.111945 0.083985000000000018 -0.10224499999999999 -0.056919999999999991
decision_type=2 2 2 2 2 2
left_child=-1 2 3 4 -2 -6
right_child=1 -3 -4 -5 5 -7
leaf_value=0.010325043956714325 -0.028870903248099086 -0.016832487379824637 0.013436959517923834 0.011425470065127454 0.013270235939601202 -0.015454982842554943
leaf_weight=0.0010910028408380318 0.0010433145482319434 0.0010022153414966928 0.0014436916234975587 0.0011555145448558022 0.0015584053282676627 0.0012128542674757262
leaf_count=169 275 145 302 363 960 907
internal_value=0 -0.00167939 0.000688432 -0.00301471 -0.00738894 0.000698514
internal_weight=0 0.007416 0.00641378 0.00497009 0.00381457 0.00277126
internal_count=3121 2952 2807 2505 2142 1867
is_linear=0
shrinkage=0.1


Tree=6778
num_leaves=6
num_cat=0
split_feature=2 43 4 4 3
split_gain=1.26668e-05 3.36892e-05 5.46982e-05 4.50833e-05 2.97143e-05
threshold=0.088225000000000012 0.016310000000000002 -0.064804999999999988 0.033845000000000007 -0.078934999999999991
decision_type=2 2 2 2 2
left_child=4 2 -2 -4 -1
right_child=1 -3 3 -5 -6
leaf_value=-0.016952778564833255 -0.018642046372928444 0.016811023829541773 0.022609284652380879 -0.003574820461776991 0.0030073140253580686
leaf_weight=0.0012724109918392083 0.001297183573417615 0.0013007655170644804 0.0010479635470078145 0.001765145385478298 0.0018021983965550129
leaf_count=1038 394 298 473 441 477
internal_value=0 0.00278479 -0.00165403 0.00617951 -0.00525307
internal_weight=0 0.00541106 0.00411029 0.00281311 0.00307461
internal_count=3121 1606 1308 914 1515
is_linear=0
shrinkage=0.1


Tree=6779
num_leaves=7
num_cat=0
split_feature=0 47 49 3 12 16
split_gain=1.32673e-05 2.56185e-05 4.22608e-05 4.8009e-05 2.06224e-05 1.5299e-05
threshold=-0.019414999999999998 1.0000000180025095e-35 -0.054319999999999993 -0.059315 0.091475000000000015 -0.13941499999999998
decision_type=2 2 2 2 2 2
left_child=1 2 -1 -4 -2 -3
right_child=4 5 3 -5 -6 -7
leaf_value=-0.013342783580411225 0.016949834428311709 -0.002984353596841253 -0.0045682903464399132 0.020228635134937993 -0.0030944620894674604 -0.02046626733365681
leaf_weight=0.0012877552061215519 0.0010218870334659437 0.0010000548335575288 0.0015182865201392268 0.001607357624585288 0.0010312924466323312 0.0010023264423774034
leaf_count=303 229 102 1649 390 136 312
internal_value=0 -0.00235388 0.00190249 0.00818349 0.00688178 -0.0117352
internal_weight=0 0.00641578 0.0044134 0.00312564 0.00205318 0.00200238
internal_count=3121 2756 2342 2039 365 414
is_linear=0
shrinkage=0.1


Tree=6780
num_leaves=6
num_cat=0
split_feature=0 16 151 2 16
split_gain=1.2017e-05 2.73653e-05 2.22317e-05 4.86292e-05 4.62157e-05
threshold=-0.062294999999999996 0.15891500000000003 -0.044604999999999992 0.088225000000000012 -0.091114999999999988
decision_type=2 2 2 2 2
left_child=2 -2 -1 -4 -5
right_child=1 -3 3 4 -6
leaf_value=-0.015145209941742564 0.017787608071363772 -0.0023170890856289848 -0.012883430290995132 0.020791945111626561 -0.0054798596324375504
leaf_weight=0.0011598535864708716 0.0010731834674156749 0.0018340405715647689 0.0016889594548409751 0.0014614332500298849 0.001235805708700673
leaf_count=447 314 281 1131 317 631
internal_value=0 0.00510443 -0.00283297 0.000422782 0.00875488
internal_weight=0 0.00290722 0.00554605 0.0043862 0.00269724
internal_count=3121 595 2526 2079 948
is_linear=0
shrinkage=0.1


Tree=6781
num_leaves=8
num_cat=0
split_feature=11 2 4 2 12 16 1
split_gain=2.48334e-05 3.77839e-05 4.06511e-05 6.71781e-05 2.83411e-05 2.44075e-05 1.59879e-05
threshold=1.0000000180025095e-35 0.089775000000000008 0.033845000000000007 0.10912000000000001 0.089735000000000023 -0.5009849999999999 0.092235000000000025
decision_type=2 2 2 2 2 2 2
left_child=1 4 3 -3 6 -4 -1
right_child=-2 2 5 -5 -6 -7 -8
leaf_value=-0.00045435220823660427 -0.00029434537347764736 7.2034064119042238e-05 0.000139915840633494 0.00069500485679873986 8.8825465764458324e-05 -0.00029192254119903379 -0.00010397771792329168
leaf_weight=0.0010011021453121989 0.0010201225604021405 0.0019539086150296278 0.0010023430598131283 0.001009263557578393 0.0013456837708623426 0.0010104928798855604 0.001001742968303418
leaf_count=936 244 554 159 240 466 331 191
internal_value=0 2.97876e-05 0.000138153 0.000284219 -0.000131246 -7.68776e-05 -0.000279109
internal_weight=0 0.00832454 0.00497601 0.00296317 0.00334853 0.00201284 0.00200285
internal_count=3121 2877 1284 794 1593 490 1127
is_linear=0
shrinkage=0.00196078


Tree=6782
num_leaves=7
num_cat=0
split_feature=4 16 52 133 0 15
split_gain=1.10296e-05 2.60782e-05 2.55064e-05 3.05748e-05 9.38112e-05 1.27504e-05
threshold=0.27044500000000005 -0.092484999999999984 -0.12005499999999998 1.0000000180025095e-35 -0.061629999999999997 -0.03241999999999999
decision_type=2 2 2 2 2 2
left_child=1 5 -3 4 -4 -1
right_child=-2 2 3 -5 -6 -7
leaf_value=-0.0028238963985692438 0.0082482098637625886 -0.011748621369185528 -0.0022048637243165005 -0.0075927581683125694 0.036051824243022279 -0.018183972064654857
leaf_weight=0.001038894321021767 0.0013342676084439628 0.0010202407456145488 0.0017618345121797885 0.0011655527172184472 0.0010075190039430743 0.0011263492409400806
leaf_count=286 365 496 908 720 141 205
internal_value=0 -0.00165906 0.00234143 0.00599469 0.0117133 -0.0108141
internal_weight=0 0.00712039 0.00495515 0.00393491 0.00276935 0.00216524
internal_count=3121 2756 2265 1769 1049 491
is_linear=0
shrinkage=0.1


Tree=6783
num_leaves=8
num_cat=0
split_feature=48 16 15 48 13 4 12
split_gain=8.04072e-05 8.29036e-05 8.37603e-05 5.57782e-05 5.37808e-05 9.21558e-05 5.8867e-05
threshold=0.11951500000000001 -0.48836499999999994 -0.14147499999999996 0.082620000000000013 -0.033284999999999988 -0.077679999999999985 0.051320000000000005
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 -4 -6
right_child=-2 2 3 -5 6 -7 -8
leaf_value=0.00052173757007871197 -0.0005396708499550237 -0.00055552624150760426 0.00010762596931043393 0.00039140240070029207 0.00035436337552388137 -0.00067326780341106572 -0.0001758338629639594
leaf_weight=0.001217686472695041 0.0010024842974535831 0.0010091441858715066 0.0012076137265591676 0.0014486393094932781 0.0018360787513937652 0.0011198178460746014 0.0014338496176358924
leaf_count=244 114 298 374 329 198 839 725
internal_value=0 4.48904e-05 -2.71941e-05 4.84749e-05 -4.02774e-05 -0.000268092 0.000121874
internal_weight=0 0.00927283 0.00805514 0.007046 0.00559736 0.00232743 0.00326993
internal_count=3121 3007 2763 2465 2136 1213 923
is_linear=0
shrinkage=0.00196078


Tree=6784
num_leaves=6
num_cat=0
split_feature=457 52 0 16 13
split_gain=1.15987e-05 2.10244e-05 4.5069e-05 3.65649e-05 3.48724e-05
threshold=0.045365000000000009 0.11434500000000002 -0.077999999999999986 0.15891500000000003 -0.012549999999999997
decision_type=2 2 2 2 2
left_child=1 2 4 -4 -1
right_child=-2 -3 3 -5 -6
leaf_value=0.0035834154111846744 0.0095969912349911143 -0.013754411760132357 0.022493547041962166 -0.00042335003369400881 -0.016650417726582
leaf_weight=0.0016439995640154799 0.0010778991170707448 0.0011781723926837621 0.0013000690469322132 0.0014989834481995161 0.0017675787863953131
leaf_count=970 289 489 455 362 556
internal_value=0 -0.00150718 0.000816145 0.0102208 -0.00689997
internal_weight=0 0.0073888 0.00621063 0.00279905 0.00341158
internal_count=3121 2832 2343 817 1526
is_linear=0
shrinkage=0.1


Tree=6785
num_leaves=7
num_cat=0
split_feature=11 48 2 42 42 13
split_gain=2.28243e-05 3.30596e-05 5.09007e-05 4.7881e-05 4.49756e-05 6.13744e-05
threshold=0.076920000000000002 0.091545000000000015 0.11293500000000002 -0.088669999999999985 0.090310000000000015 -0.084034999999999985
decision_type=2 2 2 2 2 2
left_child=1 2 3 -1 5 -5
right_child=-2 -3 -4 4 -6 -7
leaf_value=0.00024723015862329443 -0.00028750014868766358 0.00025355581383874155 0.00035324363257526039 1.3798819053618591e-05 0.00011207964764072849 -0.00054175099234141913
leaf_weight=0.0011095914089519557 0.0010254249866578141 0.0018552647679930569 0.0010507388389614522 0.0012387963101001768 0.0012248616298613669 0.0019970510225629347
leaf_count=317 226 354 353 521 513 837
internal_value=0 2.22238e-05 -4.25971e-05 -0.000117265 -0.000207933 -0.000329067
internal_weight=0 0.0084763 0.00662104 0.0055703 0.00446071 0.00323585
internal_count=3121 2895 2541 2188 1871 1358
is_linear=0
shrinkage=0.00196078


Tree=6786
num_leaves=6
num_cat=0
split_feature=52 16 0 0 2
split_gain=1.13189e-05 5.38586e-05 5.06963e-05 3.27122e-05 8.91053e-05
threshold=0.10347000000000002 0.26435500000000006 -0.077999999999999986 -0.10607499999999999 0.11215000000000001
decision_type=2 2 2 2 2
left_child=1 2 3 4 -1
right_child=-2 -3 -4 -5 -6
leaf_value=0.014979718947073587 0.0073461016410750722 -0.023216080849623937 0.016950850439347402 -0.017174837572158375 -0.021471223554161315
leaf_weight=0.0018723784092538457 0.0016476696402236814 0.0010090008229251242 0.0016024327562037559 0.0012948554176398118 0.0010448835856920464
leaf_count=295 583 371 538 1185 149
internal_value=0 -0.00188884 0.00181208 -0.00394722 0.00192399
internal_weight=0 0.00682355 0.00581455 0.00421212 0.00291726
internal_count=3121 2538 2167 1629 444
is_linear=0
shrinkage=0.1


Tree=6787
num_leaves=7
num_cat=0
split_feature=4 16 16 15 4 2
split_gain=1.15104e-05 2.32874e-05 2.4656e-05 4.04473e-05 6.5439e-05 1.21869e-05
threshold=0.27044500000000005 -0.092484999999999984 -0.056919999999999991 -0.016799999999999995 -0.10429499999999998 0.091545000000000015
decision_type=2 2 2 2 2 2
left_child=1 5 -3 -4 -5 -1
right_child=-2 2 3 4 -6 -7
leaf_value=-0.002913131235521318 0.0084393203790452224 0.014199138458048339 -0.017187428878352048 -0.0086288821020557866 0.024122014458609464 -0.017914338079206241
leaf_weight=0.0010954827208575571 0.0013341053463964761 0.0012570111404298584 0.0011905408984458649 0.0014441644739291749 0.0010563287952072764 0.0010710070616305023
leaf_count=295 365 860 651 264 490 196
internal_value=0 -0.00168279 0.00210293 -0.00201653 0.00520667 -0.010329
internal_weight=0 0.00711454 0.00494805 0.00369103 0.00250049 0.00216649
internal_count=3121 2756 2265 1405 754 491
is_linear=0
shrinkage=0.1


Tree=6788
num_leaves=7
num_cat=0
split_feature=13 16 43 3 4 2
split_gain=1.08345e-05 2.17962e-05 5.29461e-05 3.57961e-05 3.59542e-05 4.12728e-05
threshold=-0.23438999999999996 0.23311500000000004 -0.09225499999999999 -0.082974999999999979 0.0061450000000000003 0.10613000000000002
decision_type=2 2 2 2 2 2
left_child=-1 2 -2 -4 -5 -6
right_child=1 -3 3 4 5 -7
leaf_value=0.0092640476825593485 -0.022022355896110752 0.011033554053411245 0.016001697500565341 -0.016131951191633406 0.016102729197690704 -0.011146841458791124
leaf_weight=0.0010825616112178993 0.0012702389328784194 0.0011747660661683354 0.0011873342853707374 0.0014657017087815753 0.0012507564775332293 0.0010004171310656156
leaf_count=169 396 417 759 931 282 167
internal_value=0 -0.00145158 -0.00382703 0.000885736 -0.00394297 0.00399307
internal_weight=0 0.00734921 0.00617445 0.00490421 0.00371688 0.00225117
internal_count=3121 2952 2535 2139 1380 449
is_linear=0
shrinkage=0.1


Tree=6789
num_leaves=7
num_cat=0
split_feature=50 15 47 3 42 12
split_gain=2.66109e-05 4.91947e-05 4.80093e-05 5.79678e-05 4.50786e-05 0.000110048
threshold=0.079410000000000008 -0.15026499999999995 0.096175000000000024 0.10542000000000001 0.091295000000000015 0.084100000000000022
decision_type=2 2 2 2 2 2
left_child=1 -1 3 4 5 -3
right_child=-2 2 -4 -5 -6 -7
leaf_value=0.00042610295342001989 -0.00030071552717384826 0.0001287761196574789 -0.0003776072556080946 0.00040476884731474762 0.00026842449474092896 -0.0005819777099079998
leaf_weight=0.0010435193976674889 0.0010681032047104863 0.0019654856309519555 0.0012569091367297487 0.001330480784163637 0.0011934782840825027 0.0014594274859460947
leaf_count=318 609 443 185 135 420 1011
internal_value=0 2.82058e-05 -2.94165e-05 4.41511e-05 -5.97368e-05 -0.000174091
internal_weight=0 0.0082493 0.00720578 0.00594887 0.00461839 0.00342491
internal_count=3121 2512 2194 2009 1874 1454
is_linear=0
shrinkage=0.00196078


Tree=6790
num_leaves=8
num_cat=0
split_feature=47 4 4 3 12 52 2
split_gain=2.03456e-05 7.52536e-05 6.24536e-05 5.59174e-05 3.81834e-05 3.00134e-05 3.25168e-05
threshold=0.11926500000000002 0.24564500000000003 0.055260000000000011 0.10299500000000002 0.091545000000000015 0.077655000000000016 0.089775000000000008
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 -1
right_child=-2 -3 -4 -5 -6 -7 -8
leaf_value=-0.00032939582186648862 -0.00027513755357160653 0.00037866849436192631 -0.00051615746854917629 0.00037176149091461638 -0.0004348893340566158 0.00026958012062607012 0.00013658893509425508
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leaf_count=700 112 398 235 122 759 541 254
internal_value=0 1.92466e-05 -7.55406e-05 5.55061e-06 -9.78825e-05 5.4532e-07 -0.000124674
internal_weight=0 0.00849245 0.00672019 0.00567565 0.00442566 0.00342526 0.00233736
internal_count=3121 3009 2611 2376 2254 1495 954
is_linear=0
shrinkage=0.00196078


Tree=6791
num_leaves=5
num_cat=0
split_feature=4 16 48 0
split_gain=1.10815e-05 2.81508e-05 2.25586e-05 2.80617e-05
threshold=0.24564500000000003 -0.092484999999999984 0.084855000000000014 -0.053834999999999994
decision_type=2 2 2 2
left_child=1 -1 3 -3
right_child=-2 2 -4 -5
leaf_value=-0.013209663805143733 0.0067938073369056308 0.0063870555782793749 0.013861801839543881 -0.010894544275347171
leaf_weight=0.0016717576014913926 0.0018334485808480855 0.0019400884854967068 0.0011805664322908048 0.0018220413818480711
leaf_count=430 426 1555 404 306
internal_value=0 -0.00199222 0.00180183 -0.00198262
internal_weight=0 0.00661445 0.0049427 0.00376213
internal_count=3121 2695 2265 1861
is_linear=0
shrinkage=0.1


Tree=6792
num_leaves=6
num_cat=0
split_feature=52 16 0 0 2
split_gain=1.06699e-05 3.99936e-05 4.76755e-05 2.90185e-05 7.23094e-05
threshold=0.10347000000000002 0.25792000000000009 -0.077999999999999986 -0.10607499999999999 0.11215000000000001
decision_type=2 2 2 2 2
left_child=1 2 3 4 -1
right_child=-2 -3 -4 -5 -6
leaf_value=0.013175011565599026 0.0071303491797062501 -0.020135036444522768 0.016119832239210635 -0.016705708474810354 -0.019777059612799647
leaf_weight=0.0018540713697470319 0.0016519535134935683 0.0010151854793128447 0.00159118356200697 0.0012877992055847832 0.001039173595882384
leaf_count=294 583 384 532 1179 149
internal_value=0 -0.00183121 0.00138796 -0.00421856 0.00133954
internal_weight=0 0.00678741 0.00577223 0.00418104 0.00289324
internal_count=3121 2538 2154 1622 443
is_linear=0
shrinkage=0.1


Tree=6793
num_leaves=7
num_cat=0
split_feature=1 15 0 12 2 42
split_gain=1.86542e-05 4.85733e-05 5.8494e-05 3.95033e-05 3.966e-05 3.75957e-05
threshold=0.10557500000000002 -0.15026499999999995 -0.11756999999999999 0.088245000000000004 0.092365000000000017 0.084635000000000016
decision_type=2 2 2 2 2 2
left_child=3 -2 -3 4 -1 -5
right_child=1 2 -4 5 -6 -7
leaf_value=-4.1431463023625067e-05 0.0004628723092496867 -0.00038929127438017803 0.00021245032613722759 -9.9096786203707105e-05 -0.00048877032153048087 0.00036906425591540156
leaf_weight=0.001909266246273422 0.0010476153250646358 0.001065357106520318 0.0014893499079338783 0.0015277668421399811 0.001268033768748714 0.0011603927183833995
leaf_count=979 255 133 272 586 272 624
internal_value=0 0.000107317 -3.84864e-05 -7.19497e-05 -0.000219961 0.000102993
internal_weight=0 0.00360232 0.00255471 0.00586546 0.0031773 0.00268816
internal_count=3121 660 405 2461 1251 1210
is_linear=0
shrinkage=0.00196078


Tree=6794
num_leaves=8
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split_feature=47 16 43 16 4 2 0
split_gain=2.14485e-05 6.58871e-05 5.54912e-05 9.38866e-05 7.11942e-05 0.000167336 5.00702e-05
threshold=0.11926500000000002 -0.48836499999999994 -0.17390999999999998 0.22339500000000004 0.055260000000000011 0.098260000000000014 -0.083914999999999976
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 6 -4
right_child=-2 2 3 -5 -6 -7 -8
leaf_value=0.00041578904387722278 -0.00028657384237295783 0.00034264803480413617 5.8700381165224306e-05 -0.000659032261330421 -0.00045308117957634732 0.00079024130955439764 -0.00048390885233488915
leaf_weight=0.0013368735930714051 0.0010061654069759311 0.0011194331581387065 0.0018112424725734611 0.0010716893923810259 0.0011252793828032399 0.0010161646170329971 0.0010231835121703625
leaf_count=249 112 185 831 378 300 280 786
internal_value=0 1.61711e-05 -5.83705e-05 -0.000132601 -1.92197e-05 0.00010757 -0.000137173
internal_weight=0 0.00850387 0.00716699 0.00604756 0.00497587 0.00385059 0.00283443
internal_count=3121 3009 2760 2575 2197 1897 1617
is_linear=0
shrinkage=0.00196078


Tree=6795
num_leaves=7
num_cat=0
split_feature=1 42 15 1 16 2
split_gain=1.25279e-05 2.33093e-05 2.35594e-05 3.77303e-05 6.26282e-05 2.52142e-05
threshold=0.12337000000000002 0.092145000000000019 0.088345000000000021 0.094385000000000011 -0.014034999999999997 0.11018500000000002
decision_type=2 2 2 2 2 2
left_child=1 2 3 4 -1 -5
right_child=-2 -3 -4 5 -6 -7
leaf_value=-0.025177016228327426 0.0091675262115829652 -0.015286574079521973 0.014525744594307886 0.019112681970121743 0.0036617502281694626 -0.0030121946970605327
leaf_weight=0.001354775020758878 0.0012474570520218846 0.00107268086674203 0.0010252554990247279 0.0010603339622579765 0.0016954164830796353 0.0010016956722609608
leaf_count=801 294 559 417 289 607 154
internal_value=0 -0.00168616 0.000690858 -0.00208373 -0.00914729 0.00836483
internal_weight=0 0.00721016 0.00613748 0.00511222 0.00305019 0.00206203
internal_count=3121 2827 2268 1851 1408 443
is_linear=0
shrinkage=0.1


Tree=6796
num_leaves=8
num_cat=0
split_feature=11 13 52 0 16 0 49
split_gain=2.42913e-05 3.48069e-05 7.45064e-05 5.66284e-05 5.61554e-05 4.88698e-05 3.54072e-05
threshold=1.0000000180025095e-35 -0.010739999999999998 -0.013374999999999998 -0.019414999999999998 -0.083539999999999989 -0.099059999999999995 -0.009244999999999998
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 5 -4 6 -3
right_child=-2 3 4 -5 -6 -7 -8
leaf_value=0.00062750426288815794 -0.00029373704766957968 -0.00030596133930610128 0.00024663342496313858 0.00033210294219668132 -0.0003570571309282276 -0.00053476303464353929 0.00014479581504579032
leaf_weight=0.0010037454890425733 0.0010197782581656606 0.0011685475655914337 0.0014071777839821892 0.0010159011004585764 0.0010231471262544037 0.0011130426917736976 0.0015703455072590654
leaf_count=604 244 115 584 155 619 647 153
internal_value=0 2.69346e-05 0.000178095 -7.9703e-05 -7.51542e-06 -0.000188312 -4.75195e-05
internal_weight=0 0.00830191 0.00343407 0.00486784 0.00243032 0.00385194 0.00273889
internal_count=3121 2877 1807 1070 1203 915 268
is_linear=0
shrinkage=0.00196078


Tree=6797
num_leaves=7
num_cat=0
split_feature=2 13 43 13 0 16
split_gain=1.07474e-05 3.28749e-05 2.53755e-05 5.85488e-05 1.46262e-05 1.24787e-05
threshold=0.099185000000000009 -0.08971999999999998 -0.074359999999999996 -0.014169999999999999 -0.075934999999999989 -0.071854999999999988
decision_type=2 2 2 2 2 2
left_child=2 -2 4 -4 -1 -3
right_child=1 5 3 -5 -6 -7
leaf_value=-0.0029911130339765552 0.01706652599694294 0.0044603235231536822 -0.028534004801633889 0.0012770042440325311 0.014100844737075586 -0.010317702521406139
leaf_weight=0.0010024191909744544 0.0012617533284612096 0.0011255300479470738 0.001009819320969348 0.0018953875847579668 0.0010002437455497368 0.0011605803830615534
leaf_count=731 200 257 747 519 205 462
internal_value=0 0.00410936 -0.00311496 -0.00908499 0.00554558 -0.00304198
internal_weight=0 0.00354786 0.00490787 0.00290521 0.00200266 0.00228611
internal_count=3121 919 2202 1266 936 719
is_linear=0
shrinkage=0.1


Tree=6798
num_leaves=6
num_cat=0
split_feature=42 43 16 1 4
split_gain=1.06768e-05 2.23233e-05 4.08432e-05 2.53089e-05 2.5456e-05
threshold=-1.0000000180025095e-35 -0.074359999999999996 0.061255000000000011 0.10439500000000002 -0.0016099999999999997
decision_type=2 2 2 2 2
left_child=-1 -2 3 4 -3
right_child=1 2 -4 -5 -6
leaf_value=-0.007932149679471796 0.010834459954702657 0.0066849229977403966 -0.017884581381097778 0.012233071482549339 -0.014849212305522511
leaf_weight=0.0014358024891859963 0.0018858788758198582 0.0011060894954500794 0.001217284301487845 0.0017061378765342774 0.0010898471391708501
leaf_count=862 903 553 277 306 220
internal_value=0 0.0015337 -0.00189253 0.00309632 -0.00400251
internal_weight=0 0.00700524 0.00511936 0.00390207 0.00219594
internal_count=3121 2259 1356 1079 773
is_linear=0
shrinkage=0.1


Tree=6799
num_leaves=7
num_cat=0
split_feature=13 2 13 15 3 4
split_gain=2.33339e-05 4.11597e-05 3.21371e-05 4.71622e-05 5.94794e-05 3.02838e-05
threshold=-0.091054999999999983 0.10005000000000001 -0.017449999999999997 -0.11713499999999999 0.076840000000000006 -0.084369999999999987
decision_type=2 2 2 2 2 2
left_child=1 -1 -2 -4 5 -5
right_child=2 -3 3 4 -6 -7
leaf_value=-0.00013589493514914533 -0.0003463961846566396 0.00037893489380146122 -0.00037536989745064377 2.8438057038164913e-05 -0.00017604314613986054 0.00045509805639597591
leaf_weight=0.0010471877515639437 0.0012769648315678894 0.0013889137137426399 0.0010555250855132309 0.0010993623375312239 0.0019387590246998307 0.0015293618282839249
leaf_count=289 1283 192 203 390 199 565
internal_value=0 0.000157629 -6.55916e-05 -1.82185e-06 8.45034e-05 0.000276664
internal_weight=0 0.0024361 0.00689997 0.00562301 0.00456748 0.00262872
internal_count=3121 481 2640 1357 1154 955
is_linear=0
shrinkage=0.00196078


Tree=6800
num_leaves=7
num_cat=0
split_feature=15 43 16 13 12 48
split_gain=1.26269e-05 2.7627e-05 3.829e-05 5.04039e-05 2.73562e-05 6.04285e-05
threshold=-0.11713499999999999 -0.17390999999999998 0.22339500000000004 -0.094514999999999988 0.084100000000000022 0.085130000000000025
decision_type=2 2 2 2 2 2
left_child=-1 -2 3 -3 5 -5
right_child=1 2 -4 4 -6 -7
leaf_value=-0.0082736609124135392 0.015410866470375449 0.02251666444159885 -0.017643423074425769 0.018930388302311623 -0.014277615640840799 -0.01404952396765036
leaf_weight=0.0015365556432211857 0.0012190092400270261 0.0010181959963187926 0.0011314801114853902 0.0012240611346269132 0.0012988758975995907 0.0010173119465587809
leaf_count=484 184 237 385 341 1346 144
internal_value=0 0.00174897 -0.00117795 0.00290905 -0.00273022 0.0039615
internal_weight=0 0.00690893 0.00568993 0.00455844 0.00354025 0.00224137
internal_count=3121 2637 2453 2068 1831 485
is_linear=0
shrinkage=0.1


Tree=6801
num_leaves=7
num_cat=0
split_feature=16 1 15 43 16 16
split_gain=1.15715e-05 3.16219e-05 5.74633e-05 3.25103e-05 3.05993e-05 4.78558e-05
threshold=0.38525000000000004 0.077565000000000009 0.035560000000000008 -0.04890499999999999 -0.056919999999999991 -0.25582999999999995
decision_type=2 2 2 2 2 2
left_child=1 2 -1 -3 5 -5
right_child=-2 3 -4 4 -6 -7
leaf_value=-0.025524196783433373 0.0088897716073153155 0.015840088707237784 0.0062163286341147938 -0.012180179406044328 -0.016392369237408635 0.016158603472869546
leaf_weight=0.0012688097992137803 0.0012316417261392784 0.0013977506236331669 0.0010361781074323924 0.0010454702179568869 0.0010593006199853317 0.0013857502095349871
leaf_count=733 311 539 778 201 250 309
internal_value=0 -0.00160015 -0.0112556 0.00295275 -0.00220789 0.0039724
internal_weight=0 0.00719326 0.00230499 0.00488827 0.00349052 0.00243122
internal_count=3121 2810 1511 1299 760 510
is_linear=0
shrinkage=0.1


Tree=6802
num_leaves=7
num_cat=0
split_feature=13 51 47 3 1 2
split_gain=1.31015e-05 2.11604e-05 3.77424e-05 5.23246e-05 2.42744e-05 9.39211e-06
threshold=-0.23438999999999996 0.08955500000000001 0.096175000000000024 -0.059315 0.078340000000000007 0.09142500000000002
decision_type=2 2 2 2 2 2
left_child=-1 2 3 4 -2 -5
right_child=1 -3 -4 5 -6 -7
leaf_value=0.010231592839331154 -0.012195838436090685 -0.014652654424994327 -0.014123722565289435 0.0098765069152502317 0.0065120004547651808 0.023314698835570691
leaf_weight=0.0010780890503793899 0.0016109274805655392 0.0010585802231413925 0.0013577618591839218 0.0010171444220018319 0.0012179991698944125 0.0010642976362994379
leaf_count=169 1268 363 230 201 587 303
internal_value=0 -0.00157547 0.000633037 0.00471342 -0.00414115 0.0167478
internal_weight=0 0.00732671 0.00626813 0.00491037 0.00282893 0.00208144
internal_count=3121 2952 2589 2359 1855 504
is_linear=0
shrinkage=0.1


Tree=6803
num_leaves=7
num_cat=0
split_feature=11 2 4 12 13 3
split_gain=2.6135e-05 4.12924e-05 4.60204e-05 3.98096e-05 3.58969e-05 1.66906e-05
threshold=1.0000000180025095e-35 0.089775000000000008 0.23246000000000003 0.089735000000000023 -0.074044999999999986 0.013900000000000001
decision_type=2 2 2 2 2 2
left_child=1 3 4 -1 -3 -6
right_child=-2 2 -4 -5 5 -7
leaf_value=-0.00030959746711909573 -0.00029977822086399994 0.0004801554658274825 -0.00018955939564295333 0.00013152322780866631 0.00025706124925406015 -9.0235337412103106e-05
leaf_weight=0.0019911521202738047 0.0010110759642865093 0.001577375074337444 0.0011737237720804913 0.0013001627199659767 0.0011057144879146399 0.0010254040687249152
leaf_count=1127 244 370 271 466 526 117
internal_value=0 3.43976e-05 0.000148827 -0.000135342 0.000255924 8.99568e-05
internal_weight=0 0.00817353 0.00488222 0.00329131 0.00370849 0.00213112
internal_count=3121 2877 1284 1593 1013 643
is_linear=0
shrinkage=0.00196078


Tree=6804
num_leaves=8
num_cat=0
split_feature=52 15 0 0 42 12 1
split_gain=2.91376e-05 3.69584e-05 6.1737e-05 5.38623e-05 6.13306e-05 3.58171e-05 2.95688e-05
threshold=0.15915500000000002 -0.15026499999999995 -0.14920999999999998 -0.053834999999999994 0.090310000000000015 0.085635000000000003 0.08844500000000001
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -3 4 6 -5 -4
right_child=-2 2 3 5 -6 -7 -8
leaf_value=0.00035132608530647483 -0.00031856927548227002 -0.00036840558470039756 -0.00017073240490204914 9.7163689734296714e-05 0.00062030253596287996 -0.0003801264822458632 0.00025224767638385836
leaf_weight=0.0012082651818267984 0.0010115929722826203 0.0015398385900105022 0.0011702882798849058 0.0011455624123211489 0.0010571193584413409 0.0012798061617672362 0.001390248176253106
leaf_count=335 368 168 1089 189 437 215 320
internal_value=0 3.28335e-05 -1.79156e-05 7.13936e-05 0.000222966 -0.00015469 5.89254e-05
internal_weight=0 0.00879113 0.00758286 0.00604302 0.00361766 0.00242537 0.00256054
internal_count=3121 2753 2418 2250 1846 404 1409
is_linear=0
shrinkage=0.00196078


Tree=6805
num_leaves=7
num_cat=0
split_feature=50 15 4 2 0 0
split_gain=2.73394e-05 6.40721e-05 3.86426e-05 3.99036e-05 5.48544e-05 4.11344e-05
threshold=0.079410000000000008 -0.15914499999999995 0.23246000000000003 0.089775000000000008 -0.082009999999999986 -0.076899999999999982
decision_type=2 2 2 2 2 2
left_child=1 -1 3 5 -5 -3
right_child=-2 2 -4 4 -6 -7
leaf_value=0.00048960512299084098 -0.00029814309148282892 -0.00039403844757600066 -0.00037985202290319157 0.00041973476192810357 -6.2638821296117072e-05 0.00010724039443837904
leaf_weight=0.0010277804759272011 0.0010957379266365074 0.0013681504618479768 0.0010578773386105775 0.0016624610709238216 0.0019928718590095404 0.0011655330533886579
leaf_count=306 609 915 172 323 604 192
internal_value=0 3.14477e-05 -3.35298e-05 2.56664e-05 0.000156747 -0.000163443
internal_weight=0 0.00827467 0.00724689 0.00618902 0.00365533 0.00253368
internal_count=3121 2512 2206 2034 927 1107
is_linear=0
shrinkage=0.00196078


Tree=6806
num_leaves=6
num_cat=0
split_feature=0 1 15 151 2
split_gain=1.32051e-05 2.05755e-05 2.42271e-05 3.68007e-05 4.36714e-05
threshold=0.13134000000000004 0.077565000000000009 0.013270000000000002 -0.044604999999999992 0.086590000000000014
decision_type=2 2 2 2 2
left_child=1 -1 3 -3 -5
right_child=-2 2 -4 4 -6
leaf_value=-0.011133771396993279 0.010247061906737 -0.012214763201746309 -0.012718967496149484 -0.0026106653301277028 0.019482370370562302
leaf_weight=0.0017257778774757426 0.0010829178471134905 0.0010349562698836736 0.0010061594045419273 0.0016758469389910567 0.00191954394231382
leaf_count=1575 84 257 423 363 419
internal_value=0 -0.00157985 0.00134536 0.00440149 0.00918459
internal_weight=0 0.00736228 0.00563651 0.00463035 0.00359539
internal_count=3121 3037 1462 1039 782
is_linear=0
shrinkage=0.1


Tree=6807
num_leaves=7
num_cat=0
split_feature=15 48 49 0 16 3
split_gain=1.21517e-05 2.24962e-05 2.5902e-05 7.23013e-05 3.09967e-05 3.90562e-05
threshold=-0.11713499999999999 0.092475000000000016 -0.066894999999999982 -0.10011499999999998 0.38525000000000004 -0.082974999999999979
decision_type=2 2 2 2 2 2
left_child=-1 2 -2 -4 5 -5
right_child=1 -3 3 4 -6 -7
leaf_value=-0.0081046954629059084 -0.015206247045900262 0.015400172877973274 0.020504952917117663 0.00059577028106578645 0.0084518044971177101 -0.02546665176222089
leaf_weight=0.0015346158641659649 0.0010120996224918912 0.001025458627506139 0.001514661391705818 0.0011604896154453043 0.0010450624829700049 0.0011396579085449468
leaf_count=484 245 224 263 773 262 870
internal_value=0 0.0017341 -0.000652489 0.00237842 -0.005829 -0.0123174
internal_weight=0 0.00689743 0.00587197 0.00485987 0.00334521 0.00230015
internal_count=3121 2637 2413 2168 1905 1643
is_linear=0
shrinkage=0.1


Tree=6808
num_leaves=7
num_cat=0
split_feature=11 2 43 43 15 12
split_gain=2.2906e-05 3.51305e-05 3.98824e-05 6.28705e-05 5.05919e-05 2.90145e-05
threshold=1.0000000180025095e-35 0.089775000000000008 0.05259500000000001 -0.043144999999999996 -0.074054999999999996 0.089735000000000023
decision_type=2 2 2 2 2 2
left_child=1 5 3 -3 -5 -1
right_child=-2 2 -4 4 -6 -7
leaf_value=-0.00027758827384914686 -0.00028370882096414885 0.00041927743353712478 0.00045435097366417377 0.0001016943071790187 -0.00045859762876945202 0.00010109756840415011
leaf_weight=0.0019586183661757296 0.0010027631318779021 0.0011397348439184576 0.0011548658580389599 0.0014664363418463197 0.0010729403804553114 0.001290375412123131
leaf_count=1127 244 589 231 204 260 466
internal_value=0 3.04868e-05 0.000136463 3.66788e-05 -0.000135041 -0.000127189
internal_weight=0 0.00808297 0.00483398 0.00367911 0.00253938 0.00324899
internal_count=3121 2877 1284 1053 464 1593
is_linear=0
shrinkage=0.00196078


Tree=6809
num_leaves=7
num_cat=0
split_feature=0 48 16 51 52 48
split_gain=1.29735e-05 2.734e-05 3.48625e-05 2.35339e-05 4.38059e-05 2.04573e-05
threshold=-0.14920999999999998 0.082620000000000013 -0.23935499999999996 -0.063174999999999995 0.083680000000000018 0.086035000000000014
decision_type=2 2 2 2 2 2
left_child=5 2 -2 -4 -5 -1
right_child=1 -3 3 4 -6 -7
leaf_value=0.0036462259220900158 0.015012942724196954 0.016893912204079081 0.0070190972394856294 -0.023444902206915738 0.0014146677903969507 -0.015474938127282394
leaf_weight=0.0010484513548675569 0.001103976011306366 0.0010644370559331319 0.0011506599108356665 0.0013027315519546264 0.001554852258633448 0.0011998497810228465
leaf_count=194 279 489 502 822 743 92
internal_value=0 0.00231358 -0.000722248 -0.00505613 -0.00991845 -0.00655816
internal_weight=0 0.00617666 0.00511222 0.00400824 0.00285758 0.0022483
internal_count=3121 2835 2346 2067 1565 286
is_linear=0
shrinkage=0.1


Tree=6810
num_leaves=8
num_cat=0
split_feature=4 0 1 3 13 47 4
split_gain=7.27642e-05 8.32627e-05 5.35945e-05 5.12256e-05 6.36521e-05 8.79167e-05 5.49158e-05
threshold=-0.49013999999999996 0.010870000000000003 0.077565000000000009 -0.10519499999999998 -0.084154999999999994 0.096300000000000011 0.0061450000000000003
decision_type=2 2 2 2 2 2 2
left_child=-1 2 -2 -4 -5 6 -6
right_child=1 -3 3 4 5 -7 -8
leaf_value=-0.00051742594905351737 -0.00032993401386446854 0.00056204373260976877 0.00042483893166417043 0.00040263826895221692 -0.00025056102551023396 -0.00055039106240692187 0.00028686414165176867
leaf_weight=0.0010088327147697489 0.0017804743399417143 0.0010324676246105035 0.0011736932919014006 0.0010625735129791763 0.0012877232955792479 0.0013389845887633567 0.0016908663344887428
leaf_count=169 1552 148 157 296 453 160 186
internal_value=0 3.68052e-05 -2.82621e-05 5.36928e-05 -2.72737e-05 -0.000133077 5.4521e-05
internal_weight=0 0.00936678 0.00833432 0.00655384 0.00538015 0.00431757 0.00297859
internal_count=3121 2952 2804 1252 1095 799 639
is_linear=0
shrinkage=0.00196078


Tree=6811
num_leaves=7
num_cat=0
split_feature=4 16 15 160 2 43
split_gain=3.15821e-05 2.69249e-05 3.89361e-05 2.09333e-05 3.4799e-05 5.0117e-05
threshold=0.27287000000000006 -0.092484999999999984 -0.094549999999999981 -0.027994999999999996 0.10644500000000001 -0.0030899999999999994
decision_type=2 2 2 2 2 2
left_child=1 2 -1 -3 5 -5
right_child=-2 3 -4 4 -6 -7
leaf_value=6.0375842968821405e-05 0.00027087328445510382 0.00025686736593661926 -0.00043413606910320542 7.1370518638089712e-05 0.00026591040953213765 -0.00043210716473344416
leaf_weight=0.001107518369715696 0.0014556627607625544 0.00124545651730392 0.0013686203258715872 0.0018268237046046643 0.0011104973696578237 0.0013017838019021091
leaf_count=187 352 600 317 925 304 436
internal_value=0 -4.32398e-05 -0.000212953 3.33812e-05 -3.22794e-05 -0.000138122
internal_weight=0 0.0079607 0.00247614 0.00548456 0.0042391 0.00312861
internal_count=3121 2769 504 2265 1665 1361
is_linear=0
shrinkage=0.00196078


Tree=6812
num_leaves=8
num_cat=0
split_feature=11 49 47 42 2 3 2
split_gain=2.76359e-05 3.62696e-05 4.48993e-05 5.37328e-05 6.57572e-05 7.49437e-05 4.30073e-05
threshold=0.076920000000000002 0.10084500000000002 0.096175000000000024 0.091295000000000015 0.11237500000000002 -0.078934999999999991 0.092875000000000013
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 4 5 -1 -7
right_child=-2 -3 -4 -5 -6 6 -8
leaf_value=-0.0005242790031793602 -0.00030986809514980582 0.00037829619133691037 -0.0003588658446481137 0.00044984597850704637 0.00041461707837370991 0.00024827540052689594 -0.00024076918091352545
leaf_weight=0.0013370240750084591 0.0010346614824987008 0.0010101438480032048 0.0012367697883702766 0.0010708989598737515 0.0010158064957219342 0.0016171300518447833 0.0012076668196951009
leaf_count=1114 226 334 200 515 208 319 205
internal_value=0 2.95406e-05 -1.75241e-05 5.00376e-05 -3.26555e-05 -0.000141825 3.91974e-05
internal_weight=0 0.00849544 0.0074853 0.00624853 0.00517763 0.00416182 0.0028248
internal_count=3121 2895 2561 2361 1846 1638 524
is_linear=0
shrinkage=0.00196078


Tree=6813
num_leaves=6
num_cat=0
split_feature=133 160 42 43 48
split_gain=1.25337e-05 4.60995e-05 3.39935e-05 3.38153e-05 3.89283e-05
threshold=-0.085499999999999979 -1.0000000180025095e-35 0.088060000000000013 -0.014584999999999999 0.085845000000000019
decision_type=2 2 2 2 2
left_child=-1 -2 3 -3 -5
right_child=1 2 -4 4 -6
leaf_value=0.010419261382607273 -0.016855173641931218 -0.015972052400091676 0.015706572494931497 0.012697752367161802 -0.0096187749464703952
leaf_weight=0.0010047840053450515 0.0015460071777357066 0.0012242924382993179 0.0014725093125747884 0.0019055845717183576 0.0013252571518457545
leaf_count=488 866 612 542 473 140
internal_value=0 -0.00147656 0.00253438 -0.00181929 0.00354375
internal_weight=0 0.00747365 0.00592764 0.00445513 0.00323084
internal_count=3121 2633 1767 1225 613
is_linear=0
shrinkage=0.1


Tree=6814
num_leaves=8
num_cat=0
split_feature=50 15 16 0 0 4 1
split_gain=5.37542e-05 3.31966e-05 5.56441e-05 5.20182e-05 5.2751e-05 3.30644e-05 2.15163e-05
threshold=0.079410000000000008 -0.15026499999999995 -0.36241499999999999 -0.10607499999999999 -0.060129999999999996 -0.35136499999999998 0.09253500000000002
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -3 6 -5 -6 -4
right_child=-2 2 3 4 5 -7 -8
leaf_value=0.0003565481029097823 -0.00040427300616595595 -0.00037143597491954699 0.00013257959484684698 -0.0003607300874986512 -0.00010061618759182604 0.00031957842258936085 0.00053390347107154783
leaf_weight=0.0011483897969509164 0.0011547426927958427 0.0012947378337271696 0.0010382222093554836 0.0013995918777492252 0.0014840473996432517 0.0013984072115915693 0.0010164617659006569
leaf_count=318 609 216 102 1354 188 199 135
internal_value=0 4.57399e-05 -1.03073e-06 7.46515e-05 -4.84099e-05 0.000103239 0.000331116
internal_weight=0 0.00877986 0.00763147 0.00633673 0.00428205 0.00288245 0.00205468
internal_count=3121 2512 2194 1978 1741 387 237
is_linear=0
shrinkage=0.00196078


Tree=6815
num_leaves=7
num_cat=0
split_feature=11 2 52 52 12 3
split_gain=2.07696e-05 3.50743e-05 5.13753e-05 5.67402e-05 2.72152e-05 1.78396e-05
threshold=1.0000000180025095e-35 0.089775000000000008 -0.013374999999999998 0.10347000000000002 0.089735000000000023 0.097915000000000016
decision_type=2 2 2 2 2 2
left_child=1 4 -3 5 -1 -4
right_child=-2 2 3 -5 -6 -7
leaf_value=-0.00027544674115642599 -0.00027298717493340037 0.00042524550943157704 -2.7737097247417244e-05 0.00031103024166803564 8.7873093194081877e-05 -0.00039447481443908179
leaf_weight=0.0019905333922636613 0.0010073234780855452 0.0015536883693515729 0.0010211918040626579 0.0013185623685305903 0.0013172080329419918 0.0010186443851491096
leaf_count=1127 244 499 351 330 466 104
internal_value=0 2.53191e-05 0.000130425 -5.96763e-06 -0.000130766 -0.000210877
internal_weight=0 0.00821983 0.00491209 0.0033584 0.00330774 0.00203984
internal_count=3121 2877 1284 785 1593 455
is_linear=0
shrinkage=0.00196078


Tree=6816
num_leaves=8
num_cat=0
split_feature=484 160 49 49 2 4 12
split_gain=3.368e-05 5.48585e-05 5.1283e-05 4.66262e-05 4.70463e-05 8.88753e-05 7.99114e-05
threshold=0.084040000000000017 -1.0000000180025095e-35 -0.081404999999999991 0.089215000000000017 0.10912000000000001 -0.084369999999999987 0.086850000000000024
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 -4 -7
right_child=-2 2 3 -5 -6 6 -8
leaf_value=-0.00044571539321690577 0.00032826595267489714 0.00039596453430673688 -0.00068485858716537025 0.00033219819538331095 0.00024319222713275912 -0.00039192790638569879 0.00022981502267084035
leaf_weight=0.0011560877175817892 0.0010224069547654412 0.0011409555234917828 0.0011501841424987284 0.0010077627032785107 0.001061153065444533 0.001443784986521593 0.0017680739529639326
leaf_count=632 368 173 372 318 269 375 614
internal_value=0 -4.78815e-05 1.28601e-05 -5.51087e-05 -0.00012708 -0.000217156 -4.9669e-05
internal_weight=0 0.008728 0.00757191 0.00643096 0.0054232 0.00436204 0.00321186
internal_count=3121 2753 2121 1948 1630 1361 989
is_linear=0
shrinkage=0.00196078


Tree=6817
num_leaves=6
num_cat=0
split_feature=457 52 0 12 2
split_gain=1.17592e-05 2.54055e-05 4.29421e-05 6.06759e-05 5.66304e-05
threshold=0.045365000000000009 0.11434500000000002 -0.11756999999999999 0.097825000000000009 0.09142500000000002
decision_type=2 2 2 2 2
left_child=1 2 -1 4 -4
right_child=-2 -3 3 -5 -6
leaf_value=-0.011332650011893784 0.0097060571413707004 -0.014794688568397291 -0.011694100121460105 0.025690105151577998 0.015860275629712137
leaf_weight=0.0019282168194964611 0.0010738247969658441 0.0012029839182346675 0.0018780153317964625 0.0012030793613578106 0.0012372826267569694
leaf_count=310 289 489 1209 364 460
internal_value=0 -0.00148739 0.00107537 0.00661572 -0.000750508
internal_weight=0 0.00744958 0.00624659 0.00431838 0.0031153
internal_count=3121 2832 2343 2033 1669
is_linear=0
shrinkage=0.1


Tree=6818
num_leaves=8
num_cat=0
split_feature=50 15 4 2 12 3 3
split_gain=2.09884e-05 4.66857e-05 5.07957e-05 3.43501e-05 3.8006e-05 5.31619e-05 2.39376e-05
threshold=0.079410000000000008 -0.15026499999999995 0.23246000000000003 0.088225000000000012 0.092355000000000007 -0.020429999999999997 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 6 5 -5 -3
right_child=-2 2 -4 4 -6 -7 -8
leaf_value=0.00041679029161230597 -0.00026541089485229442 -0.00038335168798676503 -0.00043344270423764176 0.00051296594923625329 -0.0001790291224883499 -1.7141065205753622e-05 3.5712452118171426e-05
leaf_weight=0.0010257110653457422 0.0010777043079556138 0.0010047324532055514 0.0010294540239146046 0.0015235796697360667 0.0010251351962684506 0.0013917132056128329 0.0010954177750558691
leaf_count=318 609 891 169 351 480 224 79
internal_value=0 2.58668e-05 -3.08478e-05 3.77636e-05 0.00014571 0.000259902 -0.000164772
internal_weight=0 0.00809574 0.00707003 0.00604058 0.00394043 0.00291529 0.00210015
internal_count=3121 2512 2194 2025 1055 575 970
is_linear=0
shrinkage=0.00196078


Tree=6819
num_leaves=8
num_cat=0
split_feature=1 457 15 16 16 12 1
split_gain=2.11843e-05 3.48956e-05 3.6062e-05 8.6893e-05 5.10959e-05 4.78376e-05 3.95741e-05
threshold=0.13146500000000003 0.069910000000000014 -0.15914499999999995 -0.36241499999999999 0.15891500000000003 0.078300000000000008 0.078340000000000007
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 -4 5 -5 -7
right_child=-2 -3 3 4 -6 6 -8
leaf_value=0.00022189305887881374 0.00024886926450397751 0.00027452391858616431 -0.00068063123287548702 0.00033038869577079681 -0.00035424067083054977 -0.00039850866743538973 0.00015117241500366409
leaf_weight=0.0011493414830035589 0.0010451225189220233 0.0011231651174298711 0.0010150140047688336 0.0015790432191113328 0.0015174072737091822 0.0010136609014896516 0.0010006558081615954
leaf_count=206 234 252 163 235 424 1149 458
internal_value=0 -4.71518e-05 -9.68135e-05 -0.00015661 -5.25382e-05 7.4865e-05 -0.000125443
internal_weight=0 0.00839829 0.00727512 0.00612578 0.00511077 0.00359336 0.00201432
internal_count=3121 2887 2635 2429 2266 1842 1607
is_linear=0
shrinkage=0.00196078


Tree=6820
num_leaves=7
num_cat=0
split_feature=15 16 2 48 4 3
split_gain=1.13387e-05 3.83416e-05 4.90151e-05 4.06759e-05 6.01825e-05 4.09276e-05
threshold=-0.15026499999999995 -0.36241499999999999 0.11093500000000002 0.082620000000000013 -0.084369999999999987 -0.074084999999999998
decision_type=2 2 2 2 2 2
left_child=-1 -2 3 4 -3 -6
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leaf_value=0.0089525356136607517 -0.018728765089850892 -0.02459416584439628 0.019391693629146674 0.014438323686066901 0.013135815004124009 -0.012113799155847545
leaf_weight=0.0011937104906684076 0.0011045205480708096 0.001362083108655454 0.001227724048874417 0.0010647766341791093 0.0013797807802691886 0.001200508961913839
leaf_count=363 216 502 336 325 1096 283
internal_value=0 -0.00155633 0.0014858 -0.00290462 -0.0075887 0.00138815
internal_weight=0 0.00733939 0.00623487 0.00500715 0.00394237 0.00258029
internal_count=3121 2758 2542 2206 1881 1379
is_linear=0
shrinkage=0.1


Tree=6821
num_leaves=8
num_cat=0
split_feature=50 15 4 52 4 15 12
split_gain=2.25514e-05 4.91687e-05 5.64808e-05 3.19381e-05 6.18306e-05 9.20901e-05 7.37135e-05
threshold=0.079410000000000008 -0.15026499999999995 0.23246000000000003 0.11008000000000001 -0.35136499999999998 -0.016799999999999995 0.086915000000000006
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 -6 -7
right_child=-2 2 -4 -5 5 6 -8
leaf_value=0.00043342715276625945 -0.00026765058008184256 -0.00045105403902362282 -0.00044792296133941103 0.00036606402201484333 -0.00022182660422105817 0.00071303741354793648 -6.0436369272696884e-06
leaf_weight=0.0010404452443701214 0.0010690309665317812 0.0010028186330145227 0.0010286371964363574 0.0010163201976343423 0.0019189701836959724 0.001136386631965776 0.0010587176339840936
leaf_count=318 609 173 169 259 715 411 467
internal_value=0 3.51278e-05 -2.27355e-05 4.85752e-05 -1.44846e-05 9.19305e-05 0.000366218
internal_weight=0 0.0082023 0.00716185 0.00613321 0.00511689 0.00411407 0.0021951
internal_count=3121 2512 2194 2025 1766 1593 878
is_linear=0
shrinkage=0.00196078


Tree=6822
num_leaves=7
num_cat=0
split_feature=16 4 2 2 0 15
split_gain=1.30579e-05 2.89056e-05 2.3732e-05 2.99862e-05 2.57708e-05 7.73839e-06
threshold=-0.48836499999999994 0.098655000000000007 0.11093500000000002 0.095195000000000016 -0.077999999999999986 -0.055554999999999993
decision_type=2 2 2 2 2 2
left_child=-1 2 3 4 5 -2
right_child=1 -3 -4 -5 -6 -7
leaf_value=0.0089370994983797945 0.001972118969963564 -0.014226023129784299 0.013752794179617403 -0.015894455791958435 0.013781045130277898 -0.010452770598629882
leaf_weight=0.0013522212165135673 0.0010015693184537329 0.0014800237526740433 0.001231054045634174 0.0011436268995366622 0.0013117926645420867 0.0010034848178722146
leaf_count=274 416 291 323 396 433 988
internal_value=0 -0.00177616 0.00146129 -0.00193106 0.00288343 -0.00424626
internal_weight=0 0.00717155 0.00569153 0.00446047 0.00331685 0.00200505
internal_count=3121 2847 2556 2233 1837 1404
is_linear=0
shrinkage=0.1


Tree=6823
num_leaves=7
num_cat=0
split_feature=133 160 151 12 52 4
split_gain=1.17032e-05 3.71171e-05 3.49433e-05 4.53196e-05 5.14785e-05 6.80655e-05
threshold=-0.085499999999999979 -1.0000000180025095e-35 -0.0083949999999999979 0.092355000000000007 0.077655000000000016 0.053180000000000012
decision_type=2 2 2 2 2 2
left_child=-1 -2 -3 4 5 -4
right_child=1 2 3 -5 -6 -7
leaf_value=0.0099992307014342002 -0.015212440528563118 -0.014491852276621475 -0.014349137691313657 -0.0079049826321477661 0.030008433021322903 0.021144574295816437
leaf_weight=0.0010165867731449021 0.0015507718635072313 0.0010397985452445784 0.0010743076107805013 0.0016347245177481462 0.0011083983605810937 0.0010869134289070805
leaf_count=488 866 318 383 545 331 190
internal_value=0 -0.00143482 0.00215963 0.00569001 0.0124872 0.00350123
internal_weight=0 0.00749491 0.00594414 0.00490434 0.00326962 0.00216122
internal_count=3121 2633 1767 1449 904 573
is_linear=0
shrinkage=0.1


Tree=6824
num_leaves=8
num_cat=0
split_feature=484 160 133 0 15 2 13
split_gain=3.8161e-05 4.03835e-05 6.8757e-05 5.04089e-05 6.46071e-05 8.74148e-05 0.000117302
threshold=0.084040000000000017 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.18113999999999997 -0.083359999999999976 0.10402500000000002 -0.061684999999999997
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -3 -4 -5 6 -6
right_child=-2 2 3 4 5 -7 -8
leaf_value=-0.00039009606776193028 0.00035145515212689797 -0.00046990761179481255 -0.00023512523974864887 0.00054552766726418973 0.00075166491647302906 -0.00040295304550267373 -0.00011956849543075358
leaf_weight=0.0011553350326019901 0.001023685393422004 0.0010165609227678254 0.0015049645282555479 0.0013225858298566311 0.0010323829138397462 0.0011649286385212445 0.0013996789156483784
leaf_count=632 368 709 121 383 310 260 338
internal_value=0 -4.90311e-05 3.92405e-06 7.88989e-05 0.000174963 3.87093e-05 0.00025026
internal_weight=0 0.00859644 0.0074411 0.00642454 0.00491958 0.00359699 0.00243206
internal_count=3121 2753 2121 1412 1291 908 648
is_linear=0
shrinkage=0.00196078


Tree=6825
num_leaves=6
num_cat=0
split_feature=484 49 0 16 52
split_gain=1.40301e-05 2.07624e-05 4.50338e-05 4.47863e-05 6.49021e-05
threshold=0.068975000000000009 -0.081404999999999991 -0.11756999999999999 -0.056919999999999991 0.096795000000000006
decision_type=2 2 2 2 2
left_child=1 -1 -3 -4 -5
right_child=-2 2 3 4 -6
leaf_value=0.011180220405196752 0.011056650465473244 -0.016292974129023585 0.013048118831366967 -0.022041839280038885 0.010588019785881229
leaf_weight=0.0010946879415674 0.0010008162199678311 0.0019726697101800882 0.0019822662927931512 0.0013361881413464984 0.0011209676704265518
leaf_count=213 398 341 1196 779 194
internal_value=0 -0.00154796 -0.00372094 0.00186547 -0.00715592
internal_weight=0 0.00750678 0.00641209 0.00443942 0.00245716
internal_count=3121 2723 2510 2169 973
is_linear=0
shrinkage=0.1


Tree=6826
num_leaves=7
num_cat=0
split_feature=4 16 160 16 43 15
split_gain=1.33496e-05 1.92325e-05 2.06608e-05 3.60236e-05 8.98218e-05 1.29146e-05
threshold=0.27044500000000005 -0.092484999999999984 -0.027994999999999996 -0.056919999999999991 -0.074359999999999996 -0.03241999999999999
decision_type=2 2 2 2 2 2
left_child=1 5 -3 -4 -5 -1
right_child=-2 2 3 4 -6 -7
leaf_value=-0.0016552470625659039 0.0090629381576064396 0.013651899062685338 0.01248577883571691 0.011110780704533953 -0.025748242363258202 -0.017107344991984356
leaf_weight=0.0010456826352775929 0.0013491947551637299 0.0011120779535573719 0.0012095103831491765 0.001252972609028965 0.0013997085460480032 0.0011204460184346058
leaf_count=286 365 600 776 446 443 205
internal_value=0 -0.00178332 0.00164147 -0.00181681 -0.00833818 -0.00964796
internal_weight=0 0.0071404 0.00497427 0.00386219 0.00265268 0.00216613
internal_count=3121 2756 2265 1665 889 491
is_linear=0
shrinkage=0.1


Tree=6827
num_leaves=7
num_cat=0
split_feature=15 4 3 151 13 52
split_gain=2.59271e-05 3.56857e-05 3.27481e-05 4.28123e-05 4.8947e-05 4.03757e-05
threshold=-0.15026499999999995 0.23246000000000003 -0.078934999999999991 -0.0071249999999999985 -0.0013449999999999996 0.083680000000000018
decision_type=2 2 2 2 2 2
left_child=-1 2 5 -4 -5 -2
right_child=1 -3 3 4 -6 -7
leaf_value=0.0002389804084837292 -0.00041784229869833205 -0.00038149326765702171 0.00043892167913500376 0.00022496121428051307 -0.00022975456004496308 8.760961528603914e-05
leaf_weight=0.0014010998595157314 0.0013114374819628051 0.001081647583248798 0.0010794813701051793 0.0017942477010825636 0.001847059850291172 0.0011321320718967508
leaf_count=363 1009 170 192 576 251 560
internal_value=0 -4.95217e-05 5.98113e-07 9.59741e-05 -5.69419e-06 -0.000183661
internal_weight=0 0.00824601 0.00716436 0.00472079 0.00364131 0.00244357
internal_count=3121 2758 2588 1019 827 1569
is_linear=0
shrinkage=0.00196078


Tree=6828
num_leaves=7
num_cat=0
split_feature=13 3 1 151 0 13
split_gain=1.46389e-05 2.20161e-05 3.60112e-05 3.62331e-05 4.20714e-05 4.37124e-05
threshold=-0.23438999999999996 0.10893000000000001 0.11588000000000001 -0.024429999999999997 -0.10224499999999999 -0.017449999999999997
decision_type=2 2 2 2 2 2
left_child=-1 2 3 -2 -5 -6
right_child=1 -3 -4 4 5 -7
leaf_value=0.010768128564046513 0.014189457607813545 -0.0144319964940031 0.017070117332820923 -0.022984651389982035 -0.016119953103707882 0.0088414487157960509
leaf_weight=0.0010883801836421257 0.0010065714978519371 0.0011404374174814767 0.0011035624441787075 0.0011746583358506909 0.0011310704418522194 0.0018475055486689251
leaf_count=169 412 111 257 298 1054 820
internal_value=0 -0.00165259 0.000674294 -0.00283239 -0.00695778 -0.000637277
internal_weight=0 0.00740381 0.00626337 0.00515981 0.00415323 0.00297858
internal_count=3121 2952 2841 2584 2172 1874
is_linear=0
shrinkage=0.1


Tree=6829
num_leaves=6
num_cat=0
split_feature=3 13 15 13 15
split_gain=1.40082e-05 4.47942e-05 3.36019e-05 4.78808e-05 4.64634e-05
threshold=-0.14477499999999996 -0.094514999999999988 -0.10653 -0.017449999999999997 -0.016799999999999995
decision_type=2 2 2 2 2
left_child=-1 -2 -3 -4 -5
right_child=1 2 3 4 -6
leaf_value=-0.010546058463692842 0.015486133829217832 0.012725687194232225 -0.024953388182483917 -0.013224424415537384 0.010141317728371534
leaf_weight=0.0011066247790519701 0.0017508357881855672 0.0011129635154801367 0.0010874860483906269 0.0016083379811755822 0.0018074427503991276
leaf_count=277 325 343 1192 361 623
internal_value=0 0.00152041 -0.00283335 -0.0066787 -0.000860563
internal_weight=0 0.00736707 0.00561623 0.00450327 0.00341578
internal_count=3121 2844 2519 2176 984
is_linear=0
shrinkage=0.1


Tree=6830
num_leaves=7
num_cat=0
split_feature=4 42 150 2 3 4
split_gain=2.03652e-05 2.63938e-05 2.70676e-05 4.29515e-05 3.96226e-05 8.14103e-05
threshold=0.27044500000000005 0.092145000000000019 0.086615000000000011 0.10613000000000002 -0.078934999999999991 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2
left_child=1 2 3 4 -1 -6
right_child=-2 -3 -4 -5 5 -7
leaf_value=-8.2654731406276078e-05 0.00019962946399824875 -0.00031598483701558342 -0.00028588161510481602 -0.00025473245607582855 0.00064764243391226325 -4.383209187791942e-05
leaf_weight=0.0017282497117219603 0.0015170717982351872 0.0012019201535879423 0.0010752626525563254 0.0013314637471771853 0.0013015463702363765 0.0013170077424777622
leaf_count=1221 365 544 230 281 299 181
internal_value=0 -4.82678e-05 -6.22403e-07 5.33956e-05 0.000147778 0.000299864
internal_weight=0 0.00795545 0.00675353 0.00567827 0.0043468 0.00261855
internal_count=3121 2756 2212 1982 1701 480
is_linear=0
shrinkage=0.00196078


Tree=6831
num_leaves=8
num_cat=0
split_feature=11 0 13 0 12 16 3
split_gain=4.34721e-05 5.02287e-05 6.76047e-05 6.6518e-05 4.85247e-05 4.59069e-05 4.03156e-05
threshold=0.076920000000000002 -0.019414999999999998 -0.011289999999999998 -0.099059999999999995 0.086305000000000007 -0.070454999999999976 -0.076669999999999988
decision_type=2 2 2 2 2 2 2
left_child=1 2 6 5 -3 -4 -1
right_child=-2 4 3 -5 -6 -7 -8
leaf_value=-8.6342387868339248e-05 -0.00039733501661665674 0.00060126667654790118 -0.00024930657773199373 -0.00061410177858504868 1.652014589355456e-06 0.00026163272488067071 0.00039964193616097784
leaf_weight=0.0011666816071557405 0.0010349168725024066 0.0010124892134775643 0.0017879399954042891 0.001149840438691715 0.0010643816121956562 0.0010871829955578331 0.0015001263935196486
leaf_count=1106 226 195 148 656 66 124 600
internal_value=0 2.7586e-05 -5.50889e-05 -0.00021551 0.000293968 -5.61028e-05 0.000187032
internal_weight=0 0.00876864 0.00669177 0.00402496 0.00207687 0.00287512 0.00266681
internal_count=3121 2895 2634 928 261 272 1706
is_linear=0
shrinkage=0.00196078


Tree=6832
num_leaves=6
num_cat=0
split_feature=42 160 49 42 0
split_gain=1.3631e-05 1.93747e-05 2.97678e-05 5.82639e-05 2.35558e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.047584999999999995 0.091545000000000015 -0.10224499999999999
decision_type=2 2 2 2 2
left_child=-1 -2 -3 4 -4
right_child=1 2 3 -5 -6
leaf_value=-0.0089233871532306708 -0.0082162940722197621 0.017247802345377389 -0.0033557039677163817 -0.020168534577221661 0.014373144576090208
leaf_weight=0.0014442585922515719 0.0015304184479055828 0.0013753858272050872 0.0012653680888428179 0.0010436574591034644 0.0018380840620471524
leaf_count=862 828 257 170 435 569
internal_value=0 0.00173996 0.00449909 0.000270985 0.00714458
internal_weight=0 0.00705291 0.0055225 0.00414711 0.00310345
internal_count=3121 2259 1431 1174 739
is_linear=0
shrinkage=0.1


Tree=6833
num_leaves=7
num_cat=0
split_feature=16 52 0 4 1 1
split_gain=1.24747e-05 3.21667e-05 4.07476e-05 4.54228e-05 4.04566e-05 3.3114e-05
threshold=-0.48836499999999994 0.11434500000000002 -0.062294999999999996 -0.35136499999999998 0.085110000000000005 0.10920500000000001
decision_type=2 2 2 2 2 2
left_child=-1 2 4 -4 -2 -6
right_child=1 -3 3 -5 5 -7
leaf_value=0.0087973307380540527 -0.022431287111642478 -0.017525122130444656 -0.0025687756174861821 0.025702523872942709 0.0096248912220844394 -0.012823105613940464
leaf_weight=0.0013377794030046738 0.0010047804355661745 0.0010915899977559478 0.0011256846204532461 0.0011477550930452675 0.0017076348462155655 0.0010682112717405358
leaf_count=274 1244 428 199 273 513 190
internal_value=0 -0.00172443 0.00112454 0.0117041 -0.00523736 0.000986371
internal_weight=0 0.00714566 0.00605407 0.00227344 0.00378063 0.00277585
internal_count=3121 2847 2419 472 1947 703
is_linear=0
shrinkage=0.1


Tree=6834
num_leaves=7
num_cat=0
split_feature=43 43 4 13 0 4
split_gain=1.20142e-05 4.9257e-05 2.40328e-05 3.00141e-05 9.78214e-05 1.80185e-05
threshold=-0.09225499999999999 -0.067199999999999996 -0.35136499999999998 -0.014169999999999999 -0.10474999999999998 0.038415000000000012
decision_type=2 2 2 2 2 2
left_child=-1 -2 -3 -4 5 -5
right_child=1 2 3 4 -6 -7
leaf_value=-0.007143255416991662 0.021706049695945265 -0.01583623324160743 -0.010489474961981979 0.0034102075805077132 0.031793971650487772 -0.015456965036969595
leaf_weight=0.0018659801005131696 0.0010589300818712047 0.0010035402396436112 0.0014687389935805007 0.0010240816452041016 0.0010418451370229126 0.0010009037141615607
leaf_count=476 877 188 928 103 443 106
internal_value=0 0.00194488 -0.00183293 0.00126544 0.006895 -0.0059154
internal_weight=0 0.00659804 0.00553911 0.00453557 0.00306683 0.00202499
internal_count=3121 2645 1768 1580 652 209
is_linear=0
shrinkage=0.1


Tree=6835
num_leaves=8
num_cat=0
split_feature=11 2 52 52 3 3 0
split_gain=2.24507e-05 3.33554e-05 4.31196e-05 5.16231e-05 2.99077e-05 1.23069e-05 5.79614e-06
threshold=0.076920000000000002 0.089775000000000008 -0.013374999999999998 0.10347000000000002 -0.078934999999999991 0.097915000000000016 -0.08824499999999999
decision_type=2 2 2 2 2 2 2
left_child=1 4 -3 5 -1 -4 -6
right_child=-2 2 3 -5 6 -7 -8
leaf_value=-0.00036264612930444546 -0.0002850170913729198 0.00039177214422089947 -4.1309498149653005e-05 0.00030367218175136949 -8.5557854209523802e-05 -0.00034612669743424017 0.00012394091068867536
leaf_weight=0.0012716448868777012 0.0010016431751360211 0.0016053473882247943 0.0010128941404231977 0.0013161002729239505 0.0010001673137901017 0.0010241614683772198 0.0010312406557072737
leaf_count=1098 226 500 353 332 182 104 326
internal_value=0 2.58239e-05 0.000127511 9.93472e-07 -0.000126827 -0.000194561 2.07938e-05
internal_weight=0 0.00826156 0.0049585 0.00335316 0.00330305 0.00203706 0.00203141
internal_count=3121 2895 1289 789 1606 457 508
is_linear=0
shrinkage=0.00196078


Tree=6836
num_leaves=8
num_cat=0
split_feature=47 4 4 3 12 52 15
split_gain=3.77709e-05 6.88626e-05 5.37797e-05 6.33233e-05 6.14746e-05 2.83431e-05 1.15535e-05
threshold=0.12431000000000002 0.24564500000000003 0.055260000000000011 0.096675000000000011 0.091545000000000015 0.0031350000000000002 -0.022504999999999997
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 -1
right_child=-2 -3 -4 -5 -6 -7 -8
leaf_value=3.1355705057786996e-05 -0.00037348917733961425 0.00036206845689736283 -0.0004628356962884777 0.00035360929876010499 -0.00053032630636805388 0.00026469706474144966 -0.00026202740843070187
leaf_weight=0.0010211122989350647 0.0010070257627972168 0.0018618886591439685 0.0010886461297120436 0.0015349502787390008 0.0010213516417276439 0.0011736495800132862 0.0010433797811585683
leaf_count=381 91 402 246 153 763 582 503
internal_value=0 2.75215e-05 -6.29741e-05 1.2151e-05 -0.000110897 2.13966e-05 -0.000116918
internal_weight=0 0.00874498 0.00688309 0.00579444 0.00425949 0.00323814 0.00206449
internal_count=3121 3030 2628 2382 2229 1466 884
is_linear=0
shrinkage=0.00196078


Tree=6837
num_leaves=6
num_cat=0
split_feature=4 457 16 15 43
split_gain=1.29768e-05 1.66503e-05 2.93541e-05 3.17769e-05 3.00966e-05
threshold=0.27287000000000006 0.045365000000000009 -0.091354999999999978 -0.037864999999999989 -0.084004999999999982
decision_type=2 2 2 2 2
left_child=1 2 -1 -4 -5
right_child=-2 -3 3 4 -6
leaf_value=-0.014302891150557384 0.0090860907354521573 0.010019973055682424 -0.014381358525528562 0.017477718077057412 -0.0021517449537795763
leaf_weight=0.0018354225593414843 0.001309489801453856 0.001030897036596307 0.0010440704532366355 0.0012979282182169105 0.0019615412917394198
leaf_count=506 352 251 628 358 1026
internal_value=0 -0.00173969 -0.00371446 0.000801418 0.00566475
internal_weight=0 0.00716986 0.00613896 0.00430354 0.00325947
internal_count=3121 2769 2518 2012 1384
is_linear=0
shrinkage=0.1


Tree=6838
num_leaves=7
num_cat=0
split_feature=11 13 12 16 1 42
split_gain=3.06152e-05 4.46451e-05 3.953e-05 5.20862e-05 6.39708e-05 5.04473e-05
threshold=1.0000000180025095e-35 -0.094514999999999988 0.051320000000000005 -0.074319999999999983 0.094385000000000011 0.088200000000000014
decision_type=2 2 2 2 2 2
left_child=1 -1 3 -3 -5 -4
right_child=-2 2 5 4 -6 -7
leaf_value=0.00030836036341603385 -0.00032565829622441641 -0.00019205141215689113 -0.00049787586274667927 -8.9520460040548214e-05 0.00055150302141941188 6.602743520160179e-05
leaf_weight=0.0017987600711194714 0.0010158815695815145 0.0016340042554525442 0.0013187608353626365 0.0010939165230245478 0.0013217316219933078 0.001134796843909479
leaf_count=309 244 289 1202 161 213 703
internal_value=0 3.49571e-05 -4.0665e-05 7.83273e-05 0.000261218 -0.000237065
internal_weight=0 0.00830197 0.00650321 0.00404965 0.00241565 0.00245356
internal_count=3121 2877 2568 663 374 1905
is_linear=0
shrinkage=0.00196078


Tree=6839
num_leaves=7
num_cat=0
split_feature=42 160 151 12 16 16
split_gain=1.33598e-05 1.54897e-05 3.02987e-05 5.04111e-05 7.68182e-05 1.42122e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.0083949999999999979 0.092355000000000007 -0.056919999999999991 -0.101115
decision_type=2 2 2 2 2 2
left_child=-1 -2 -3 4 5 -4
right_child=1 2 3 -5 -6 -7
leaf_value=-0.0088429299603417204 -0.0071678965692108442 -0.011421669051170558 0.034464589186084992 -0.0085112857790600634 -0.0063944293587286085 0.017751807215930563
leaf_weight=0.0014392752694106408 0.0015311197189056963 0.0010131766492602811 0.0010289922848782003 0.0013425942215330843 0.0011213765147523071 0.0010065357438142943
leaf_count=862 828 300 190 413 274 254
internal_value=0 0.00173014 0.00420153 0.0077195 0.0146223 0.0262004
internal_weight=0 0.0070438 0.00551268 0.0044995 0.0031569 0.00203553
internal_count=3121 2259 1431 1131 718 444
is_linear=0
shrinkage=0.1


Tree=6840
num_leaves=7
num_cat=0
split_feature=484 1 2 48 15 0
split_gain=1.37556e-05 1.87598e-05 4.10025e-05 5.88379e-05 3.29153e-05 3.13169e-05
threshold=0.065750000000000017 0.12337000000000002 0.11389000000000002 0.08975000000000001 0.088235000000000022 -0.046359999999999991
decision_type=2 2 2 2 2 2
left_child=1 2 3 4 5 -1
right_child=-2 -3 -4 -5 -6 -7
leaf_value=-0.01884606392067692 0.010954309596273465 0.0099017348513302447 -0.021178470881903919 0.021475422187827393 0.0099950098824229811 0.001699006572335719
leaf_weight=0.0018296387359602363 0.0010007236934556924 0.0012037226544739732 0.0011082923515086168 0.0010243900546013209 0.0010492387188204095 0.001248007340314762
leaf_count=1174 402 246 291 252 577 179
internal_value=0 -0.00153119 -0.00372976 2.43133e-05 -0.00530036 -0.0105149
internal_weight=0 0.00746329 0.00625957 0.00515127 0.00412688 0.00307765
internal_count=3121 2719 2473 2182 1930 1353
is_linear=0
shrinkage=0.1


Tree=6841
num_leaves=7
num_cat=0
split_feature=13 12 43 12 160 0
split_gain=1.3052e-05 1.89623e-05 4.11549e-05 5.3417e-05 4.46029e-05 2.82877e-05
threshold=-0.23438999999999996 0.092355000000000007 -0.092909999999999979 0.088105000000000003 1.0000000180025095e-35 -0.10224499999999999
decision_type=2 2 2 2 2 2
left_child=-1 2 -2 4 5 -4
right_child=1 -3 3 -5 -6 -7
leaf_value=0.010166475378182514 -0.016500027083552225 -0.011143444924489057 -0.0020201544779784547 0.025634139112200555 -0.017599490298764741 0.019212817080084495
leaf_weight=0.0010891796512605923 0.0010762365782443668 0.0016129139238978442 0.0015322070114224971 0.001003504146391377 0.001068719012766282 0.0010625778575916657
leaf_count=169 269 899 239 433 283 829
internal_value=0 -0.00156284 0.00112775 0.00519281 -0.000406466 0.00667486
internal_weight=0 0.00735616 0.00574324 0.00466701 0.0036635 0.00259478
internal_count=3121 2952 2053 1784 1351 1068
is_linear=0
shrinkage=0.1


Tree=6842
num_leaves=6
num_cat=0
split_feature=4 16 160 2 43
split_gain=1.3598e-05 2.3089e-05 2.06517e-05 3.30557e-05 3.7838e-05
threshold=0.24564500000000003 -0.092484999999999984 -0.027994999999999996 0.10644500000000001 -0.0030899999999999994
decision_type=2 2 2 2 2
left_child=1 -1 -3 4 -4
right_child=-2 2 3 -5 -6
leaf_value=-0.012393234093239967 0.0075893221990728779 0.01327940897144547 0.0020750226762200146 0.013322226796691598 -0.021363688392190643
leaf_weight=0.0016522840610796782 0.0018273857914019899 0.0011090513876091139 0.0016418060141490795 0.001009372005133471 0.0011864892590810771
leaf_count=430 426 600 925 304 436
internal_value=0 -0.00215843 0.00126015 -0.0022133 -0.00775768
internal_weight=0 0.006599 0.00494672 0.00383767 0.0028283
internal_count=3121 2695 2265 1665 1361
is_linear=0
shrinkage=0.1


Tree=6843
num_leaves=7
num_cat=0
split_feature=50 15 16 0 0 43
split_gain=2.36537e-05 4.20327e-05 4.75502e-05 4.65493e-05 5.14964e-05 2.58684e-05
threshold=0.079410000000000008 -0.15026499999999995 -0.36241499999999999 -0.10607499999999999 -0.060129999999999996 -0.074359999999999996
decision_type=2 2 2 2 2 2
left_child=1 -1 -3 -4 -5 -6
right_child=-2 2 3 4 5 -7
leaf_value=0.00039540455404868798 -0.00028219638693334503 -0.00038598765915240027 0.00029565546304311646 -0.00039687024709517235 0.00029282666819213307 -9.3779973283244605e-05
leaf_weight=0.00104347216385175 0.0010695456072776334 0.0011771275876789672 0.0019281505771579065 0.0012941671957955193 0.001203596047446037 0.0014881349990225803
leaf_count=318 609 216 237 1354 136 251
internal_value=0 2.79762e-05 -2.60912e-05 4.55423e-05 -7.54482e-05 7.90895e-05
internal_weight=0 0.00813465 0.00709118 0.00591405 0.0039859 0.00269173
internal_count=3121 2512 2194 1978 1741 387
is_linear=0
shrinkage=0.00196078


Tree=6844
num_leaves=7
num_cat=0
split_feature=50 15 47 3 13 52
split_gain=2.6897e-05 4.34038e-05 3.94159e-05 6.55217e-05 4.87738e-05 3.35997e-05
threshold=0.079410000000000008 -0.15026499999999995 0.096175000000000024 0.10542000000000001 -0.033284999999999988 -0.0064899999999999992
decision_type=2 2 2 2 2 2
left_child=1 -1 3 4 -3 -6
right_child=-2 2 -4 -5 5 -7
leaf_value=0.00040671148897323292 -0.0003025489367110634 -0.00036311676202926464 -0.00033718634054840074 0.00042967088497265955 -0.00018195294406118178 0.00023539134724863335
leaf_weight=0.0010300777067580218 0.0010528307375015219 0.0014577672430304001 0.0012691345515551747 0.0013140465742599167 0.001221048641441851 0.0018890960768081029
leaf_count=318 609 968 185 135 404 502
internal_value=0 3.0409e-05 -2.37955e-05 4.38241e-05 -6.71721e-05 7.15412e-05
internal_weight=0 0.00818117 0.00715109 0.00588196 0.00456791 0.00311014
internal_count=3121 2512 2194 2009 1874 906
is_linear=0
shrinkage=0.00196078


Tree=6845
num_leaves=6
num_cat=0
split_feature=150 15 43 43 15
split_gain=1.20672e-05 2.20371e-05 3.96348e-05 5.58443e-05 2.93982e-05
threshold=0.081835000000000019 -0.037864999999999989 -0.084004999999999982 0.016310000000000002 -0.15026499999999995
decision_type=2 2 2 2 2
left_child=1 4 -3 -4 -1
right_child=-2 2 3 -5 -6
leaf_value=0.003277675887543333 0.0081411958533943226 0.015837325605888804 -0.018394552547531601 0.0097320604098967266 -0.018021334959987863
leaf_weight=0.001126979167885343 0.0014817113821333008 0.0014857351162834826 0.0014127158065542652 0.0014108902167054508 0.001524891452368283
leaf_count=333 420 375 926 299 768
internal_value=0 -0.00179739 0.00261633 -0.00434034 -0.00896978
internal_weight=0 0.00696121 0.00430934 0.00282361 0.00265187
internal_count=3121 2701 1600 1225 1101
is_linear=0
shrinkage=0.1


Tree=6846
num_leaves=7
num_cat=0
split_feature=1 0 15 3 12 1
split_gain=2.29282e-05 4.78284e-05 3.77629e-05 6.12472e-05 5.36473e-05 0.000103383
threshold=0.077565000000000009 0.024095000000000002 0.035560000000000008 0.10893000000000001 0.09334000000000002 0.094385000000000011
decision_type=2 2 2 2 2 2
left_child=1 -1 3 4 5 -2
right_child=2 -3 -4 -5 -6 -7
leaf_value=-0.00038130138530624195 3.1353478419217982e-05 0.00010876446933460855 -0.00029260561262686209 -0.00021434871890908279 -0.00013196865383418785 0.00078871926504524086
leaf_weight=0.0016296611681828059 0.0014416791895691696 0.0014441758175005276 0.0010059780815722371 0.0014937207870362899 0.0010120625699862702 0.001334261394126811
leaf_count=1553 257 83 400 222 224 382
internal_value=0 -0.000151055 5.55794e-05 0.000121896 0.000254487 0.000395383
internal_weight=0 0.00307384 0.0062877 0.00528172 0.003788 0.00277594
internal_count=3121 1636 1485 1085 863 639
is_linear=0
shrinkage=0.00196078


Tree=6847
num_leaves=7
num_cat=0
split_feature=11 1 3 4 13 2
split_gain=2.90944e-05 3.7741e-05 6.3633e-05 4.85818e-05 2.97401e-05 2.65407e-05
threshold=0.076920000000000002 0.10557500000000002 0.11296500000000002 -0.0016099999999999997 -0.095304999999999987 0.092120000000000021
decision_type=2 2 2 2 2 2
left_child=1 3 -3 4 -1 -6
right_child=-2 2 -4 -5 5 -7
leaf_value=0.00034584905178744566 -0.00032206948763468108 0.00046500850563247029 -9.5727001361283712e-05 -0.00032748110383811244 -0.00021933505280785696 0.00018684288822324853
leaf_weight=0.001019007805302593 0.0010270351393355205 0.0016405803709110254 0.001480014865424002 0.0018696387252653329 0.0014881470523340368 0.0010583775526617658
leaf_count=83 226 377 203 594 1221 417
internal_value=0 2.71987e-05 0.000199067 -7.14791e-05 6.27593e-05 -5.05208e-05
internal_weight=0 0.00855577 0.0031206 0.00543517 0.00356553 0.00254652
internal_count=3121 2895 580 2315 1721 1638
is_linear=0
shrinkage=0.00196078


Tree=6848
num_leaves=8
num_cat=0
split_feature=4 457 15 42 16 16 13
split_gain=3.47703e-05 3.93218e-05 5.13942e-05 5.51971e-05 6.06187e-05 8.21987e-05 0.000136671
threshold=0.27287000000000006 0.045365000000000009 0.090615000000000015 0.088915000000000008 -0.088394999999999987 0.22339500000000004 -0.0034749999999999994
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 4 -1 6 -6
right_child=-2 -3 -4 -5 5 -7 -8
leaf_value=-0.00031872204271377313 0.00026570080068042155 0.0002738715141303742 -0.00051342836623914482 -0.00042907594373366837 0.00090757911293064502 -0.00024403703976686798 -4.7258969982956126e-05
leaf_weight=0.0012654130631342972 0.0014828127938664214 0.001157130383590106 0.0010625572047725006 0.0011562738372867106 0.0010750339937552345 0.0011581678737285226 0.0012424061679343938
leaf_count=409 352 251 530 456 594 240 289
internal_value=0 -6.08303e-05 -0.000116477 -4.49556e-05 4.87264e-05 0.000182508 0.000395679
internal_weight=0 0.00811698 0.00695985 0.00589729 0.00474102 0.00347561 0.00231744
internal_count=3121 2769 2518 1988 1532 1123 883
is_linear=0
shrinkage=0.00196078


Tree=6849
num_leaves=6
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split_feature=4 42 43 4 4
split_gain=1.22469e-05 2.35689e-05 3.79354e-05 2.92702e-05 3.7068e-05
threshold=0.24564500000000003 -1.0000000180025095e-35 -0.074359999999999996 -1.0000000180025095e-35 -0.27825499999999997
decision_type=2 2 2 2 2
left_child=1 -1 -3 4 -4
right_child=-2 2 3 -5 -6
leaf_value=-0.014624360790555103 0.0071439033017439667 0.014216062236925703 -0.011523441390426169 -0.015156526986218173 0.013667572989519809
leaf_weight=0.0012213832018677763 0.0018402945141444259 0.0015099415743646842 0.0010463643120506884 0.0015440358635262705 0.001322289361585403
leaf_count=797 426 785 198 259 656
internal_value=0 -0.00207465 0.000752028 -0.00444386 0.00253932
internal_weight=0 0.00664401 0.00542263 0.00391269 0.00236865
internal_count=3121 2695 1898 1113 854
is_linear=0
shrinkage=0.1


Tree=6850
num_leaves=6
num_cat=0
split_feature=3 13 1 3 15
split_gain=1.3492e-05 4.02312e-05 3.31497e-05 7.09353e-05 2.86707e-05
threshold=-0.14477499999999996 -0.094514999999999988 0.095285000000000022 0.10893000000000001 -0.0040799999999999994
decision_type=2 2 2 2 2
left_child=-1 -2 4 -4 -3
right_child=1 2 3 -5 -6
leaf_value=-0.010373714332584183 0.014731942468106366 -0.022293023031946756 0.017670174418590642 -0.015011879228863215 -0.0018147122209139388
leaf_weight=0.0011046473819783294 0.0017469692912956162 0.0011677288535088561 0.001720896998821908 0.0010814676495825293 0.0016492907210202089
leaf_count=277 325 889 497 104 1029
internal_value=0 0.00147763 -0.00264291 0.00505776 -0.0103035
internal_weight=0 0.00736635 0.00561938 0.00280236 0.00281702
internal_count=3121 2844 2519 601 1918
is_linear=0
shrinkage=0.1


Tree=6851
num_leaves=7
num_cat=0
split_feature=15 42 2 2 15 0
split_gain=1.26885e-05 2.72625e-05 3.33915e-05 3.63231e-05 1.54606e-05 1.69356e-06
threshold=0.088655000000000025 0.084050000000000014 0.10613000000000002 0.089775000000000008 -0.074054999999999996 -0.084889999999999979
decision_type=2 2 2 2 2 2
left_child=1 2 3 5 -4 -1
right_child=-2 -3 4 -5 -6 -7
leaf_value=0.0056946857965629264 -0.0095041122091620196 -0.00891314268323057 0.0038044750463472848 0.024090039162457732 -0.013602925816421167 -0.00012112162825486588
leaf_weight=0.001001573634483132 0.0012179821439560305 0.0018583482931535467 0.0010158952976027881 0.0013332159649615616 0.001025030723012456 0.0010012390585439391
leaf_count=368 683 970 214 307 189 390
internal_value=0 0.00152826 0.00513695 0.0113007 -0.00493818 0.00278727
internal_weight=0 0.0072353 0.00537695 0.00333603 0.00204093 0.00200281
internal_count=3121 2438 1468 1065 403 758
is_linear=0
shrinkage=0.1


Tree=6852
num_leaves=7
num_cat=0
split_feature=50 15 16 0 0 4
split_gain=2.11187e-05 3.91738e-05 4.19318e-05 4.5506e-05 4.21828e-05 2.46266e-05
threshold=0.079410000000000008 -0.15026499999999995 -0.36241499999999999 -0.10607499999999999 -0.060129999999999996 -0.35136499999999998
decision_type=2 2 2 2 2 2
left_child=1 -1 -3 -4 -5 -6
right_child=-2 2 3 4 5 -7
leaf_value=0.00039235503136128406 -0.0002648529623926353 -0.00036090967579065675 0.00029343258576053469 -0.00036743663025262305 -0.00011412388385388233 0.00026702040327580292
leaf_weight=0.001008285020520216 0.0010488263406212154 0.0011634541885026384 0.0019251213765805898 0.0012757695581807095 0.001367520050766525 0.0012452323865196097
leaf_count=318 609 216 237 1354 188 199
internal_value=0 3.10904e-05 -2.11173e-05 4.68836e-05 -7.51773e-05 6.75287e-05
internal_weight=0 0.00798538 0.0069771 0.00581364 0.00388852 0.00261275
internal_count=3121 2512 2194 1978 1741 387
is_linear=0
shrinkage=0.00196078


Tree=6853
num_leaves=7
num_cat=0
split_feature=1 151 1 4 12 4
split_gain=1.1418e-05 2.29661e-05 4.60214e-05 5.08758e-05 2.29192e-05 3.3307e-05
threshold=0.104035 -0.0071249999999999985 0.080585000000000004 -0.15764999999999998 0.051320000000000005 0.16173500000000005
decision_type=2 2 2 2 2 2
left_child=1 -1 3 -3 5 -2
right_child=4 2 -4 -5 -6 -7
leaf_value=0.010454443259034128 0.023121567704465926 0.014474788036633638 -0.021884978474298704 -0.012477338397536585 -0.0062084037622512174 -0.0021774168503745348
leaf_weight=0.0010138890969761715 0.0010788353828050518 0.0013871772292587379 0.0013022689306220149 0.0014145574599174167 0.0012499950298535921 0.0010053186225069356
leaf_count=390 193 93 592 1355 237 261
internal_value=0 -0.00302298 -0.00635256 0.000867029 0.00449737 0.0109183
internal_weight=0 0.00511789 0.004104 0.00280173 0.00333415 0.00208415
internal_count=3121 2430 2040 1448 691 454
is_linear=0
shrinkage=0.1


Tree=6854
num_leaves=6
num_cat=0
split_feature=4 42 43 16 16
split_gain=1.12859e-05 2.07633e-05 3.5627e-05 3.11696e-05 4.83962e-05
threshold=0.24564500000000003 -1.0000000180025095e-35 -0.074359999999999996 0.054560000000000004 -0.094359999999999986
decision_type=2 2 2 2 2
left_child=1 -1 -3 4 -4
right_child=-2 2 3 -5 -6
leaf_value=-0.013791654611940048 0.0068951157273540262 0.013765982491915541 -0.015648609749939899 -0.017999075489533067 0.011899778310358173
leaf_weight=0.001214035958125771 0.0018313594529353128 0.0015017323203734122 0.0010236127958496515 0.001171992131008734 0.0016914934949979338
leaf_count=797 426 785 168 277 668
internal_value=0 -0.00197721 0.000684439 -0.00436945 0.00151386
internal_weight=0 0.00660287 0.00538883 0.0038871 0.00271511
internal_count=3121 2695 1898 1113 836
is_linear=0
shrinkage=0.1


Tree=6855
num_leaves=6
num_cat=0
split_feature=43 43 12 52 16
split_gain=1.12458e-05 3.39714e-05 2.09846e-05 4.77509e-05 2.9083e-05
threshold=-0.09225499999999999 -0.067199999999999996 0.090020000000000017 -0.0064899999999999992 -0.25582999999999995
decision_type=2 2 2 2 2
left_child=-1 -2 3 -3 -5
right_child=1 2 -4 4 -6
leaf_value=-0.0069081256641971818 0.018431348291185947 -0.011112449110897723 -0.011955701292538236 -0.0014264112077799122 0.020233132065655805
leaf_weight=0.0018605647533779524 0.0010450613403424954 0.0016155469353775708 0.0013711987129054705 0.0010894702229208102 0.0014383973418202953
leaf_count=476 877 358 677 198 535
internal_value=0 0.00190022 -0.00123256 0.0023161 0.0108982
internal_weight=0 0.00655967 0.00551461 0.00414341 0.00252787
internal_count=3121 2645 1768 1091 733
is_linear=0
shrinkage=0.1


Tree=6856
num_leaves=8
num_cat=0
split_feature=50 15 47 3 12 49 4
split_gain=2.99408e-05 2.88852e-05 4.40533e-05 6.80455e-05 4.91408e-05 5.34695e-05 2.98943e-05
threshold=0.079410000000000008 -0.15026499999999995 0.096175000000000024 0.10542000000000001 0.090020000000000017 -0.006494999999999999 -0.059649999999999988
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 4 5 -3 -7
right_child=-2 2 -4 -5 -6 6 -8
leaf_value=0.00033925171400167354 -0.00031166809665264679 -0.0002639373506324693 -0.00034274641360658681 0.00044391958882379466 -0.00033681907492762837 4.3812059095161571e-05 0.00051604539896295731
leaf_weight=0.0010393928484898349 0.0010933842311663606 0.0010844550934488075 0.0012659465842357566 0.0013700191100782799 0.0015625494999280498 0.0010580184560841234 0.0010049049948292752
leaf_count=318 609 283 185 135 733 532 326
internal_value=0 3.33085e-05 -9.98033e-06 5.93071e-05 -5.25686e-05 8.85506e-05 0.00027385
internal_weight=0 0.00838529 0.00734589 0.00607995 0.00470993 0.00314738 0.00206292
internal_count=3121 2512 2194 2009 1874 1141 858
is_linear=0
shrinkage=0.00196078


Tree=6857
num_leaves=7
num_cat=0
split_feature=13 4 15 47 52 16
split_gain=1.23195e-05 2.23872e-05 4.93993e-05 5.84902e-05 2.45004e-05 1.98281e-05
threshold=-0.23438999999999996 0.0061450000000000003 -0.016799999999999995 0.096300000000000011 -0.0064899999999999992 -0.078844999999999985
decision_type=2 2 2 2 2 2
left_child=-1 4 3 -3 -2 -6
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leaf_value=0.0099026529314527965 -0.017382017910974518 0.0090881994071672426 0.022676026349696787 -0.019916181535724362 0.0097298368740609108 -0.01000428576629897
leaf_weight=0.0010845564322935998 0.0014305959644752972 0.0016661970216564682 0.0010138288594194757 0.0011931567672765378 0.0010009817783699997 0.0010362232113157047
leaf_count=169 903 533 105 156 667 588
internal_value=0 -0.00151543 0.00370992 -0.00301481 -0.00735161 -0.000307914
internal_weight=0 0.00734098 0.00387318 0.00285935 0.0034678 0.0020372
internal_count=3121 2952 794 689 2158 1255
is_linear=0
shrinkage=0.1


Tree=6858
num_leaves=7
num_cat=0
split_feature=1 15 1 12 2 3
split_gain=3.11648e-05 5.57169e-05 4.59452e-05 3.53584e-05 6.92084e-05 2.18281e-05
threshold=0.10557500000000002 -0.15026499999999995 0.12500000000000003 0.088245000000000004 0.092365000000000017 -0.088084999999999983
decision_type=2 2 2 2 2 2
left_child=3 -2 -3 4 -1 -5
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leaf_value=4.8922618822430389e-07 0.00050247174912797243 -0.00023394517796081706 0.00029844978085903981 0.00029601494902133807 -0.00058070741747871996 -6.4440952675493031e-05
leaf_weight=0.0019990602073279929 0.0011177747943756726 0.0015588135472650306 0.0010383217825053106 0.0010433468854282326 0.0012999674621797111 0.0016956257018381402
leaf_count=979 255 288 117 327 272 883
internal_value=0 0.000136439 -2.10963e-05 -9.18092e-05 -0.000228529 7.28662e-05
internal_weight=0 0.00371491 0.00259714 0.006038 0.00329903 0.00273897
internal_count=3121 660 405 2461 1251 1210
is_linear=0
shrinkage=0.00196078


Tree=6859
num_leaves=7
num_cat=0
split_feature=52 160 2 133 42 15
split_gain=1.42105e-05 4.9721e-05 2.60639e-05 2.30901e-05 7.51098e-05 3.01555e-05
threshold=-0.046924999999999988 -1.0000000180025095e-35 0.089885000000000007 0.091410000000000005 0.08623500000000002 -0.013104999999999999
decision_type=2 2 2 2 2 2
left_child=2 -2 -1 4 5 -3
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leaf_value=-0.0055126237253452842 -0.022153974896138844 0.0058843563921518929 0.014952665136248357 -0.011532424658837944 0.026271796550901991 -0.015729696402788994
leaf_weight=0.0010871511725118355 0.001078070436417479 0.0013784570047231525 0.001455410507271726 0.0010465561498906586 0.0011716585127076982 0.0012139659396843091
leaf_count=404 743 276 549 347 308 494
internal_value=0 -0.00274343 0.0062021 0.00160649 0.00525961 -0.00423696
internal_weight=0 0.00588871 0.00254256 0.00481064 0.00376408 0.00259242
internal_count=3121 2168 953 1425 1078 770
is_linear=0
shrinkage=0.1


Tree=6860
num_leaves=7
num_cat=0
split_feature=50 15 16 48 52 43
split_gain=2.92847e-05 5.9018e-05 4.21395e-05 4.73958e-05 3.51479e-05 3.32476e-05
threshold=0.079410000000000008 -0.15026499999999995 -0.36241499999999999 0.016865000000000002 -0.0064899999999999992 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2
left_child=1 -1 -3 4 -4 -6
right_child=-2 2 3 -5 5 -7
leaf_value=0.00046345500449672237 -0.00030959580701548966 -0.00036183742436056795 -0.00030928774855961213 0.00032606503960232685 -0.00017485147624027699 0.0002428233379737241
leaf_weight=0.0010678616732499027 0.0010842688597125618 0.0012249630614566426 0.001518691998292803 0.0016036358241159039 0.0013173866460934735 0.0016510261956824504
leaf_count=318 609 216 667 362 651 298
internal_value=0 3.28507e-05 -3.0004e-05 3.6734e-05 -6.66693e-05 5.74585e-05
internal_weight=0 0.00838357 0.0073157 0.00609074 0.0044871 0.00296841
internal_count=3121 2512 2194 1978 1616 949
is_linear=0
shrinkage=0.00196078


Tree=6861
num_leaves=7
num_cat=0
split_feature=50 4 16 2 0 52
split_gain=1.20127e-05 2.5729e-05 2.58515e-05 5.99027e-05 4.50432e-05 3.2137e-05
threshold=1.0000000180025095e-35 0.36766000000000004 -0.014034999999999997 0.092365000000000017 -0.053834999999999994 0.093665000000000012
decision_type=2 2 2 2 2 2
left_child=1 2 3 -1 -4 -6
right_child=-2 -3 4 -5 5 -7
leaf_value=0.0030653241657191024 -0.010294981469789124 0.015930456970758778 0.020340771058476696 -0.025518762863669244 -0.016619634482805241 0.008692315640785743
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leaf_count=760 627 303 737 396 253 45
internal_value=0 0.00134465 -0.00103193 -0.00748113 0.00524861 -0.00398155
internal_weight=0 0.00742232 0.00638238 0.00314891 0.00323347 0.00200639
internal_count=3121 2494 2191 1156 1035 298
is_linear=0
shrinkage=0.1


Tree=6862
num_leaves=8
num_cat=0
split_feature=47 4 4 3 12 42 16
split_gain=3.68347e-05 6.17527e-05 5.91362e-05 6.42666e-05 5.38154e-05 6.66351e-05 2.47594e-05
threshold=0.11926500000000002 0.24564500000000003 0.055260000000000011 0.10299500000000002 0.084225000000000008 0.08623500000000002 -0.056919999999999991
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 4 6 -6 -1
right_child=-2 -3 -4 -5 5 -7 -8
leaf_value=0.00033595390938980023 -0.00036341070598169638 0.00035657113185322872 -0.00047704735590313907 0.00041368013835546249 -0.00066281174347844127 4.4291350346423151e-05 -7.012523763018953e-05
leaf_weight=0.0010756821103566859 0.0010085171632446032 0.0017895184995001005 0.0010654913319723021 0.0012763075828035007 0.0010503657910506318 0.0010003942278149218 0.001245867220841024
leaf_count=162 112 398 235 122 934 773 385
internal_value=0 3.29166e-05 -5.33473e-05 2.65746e-05 -8.64241e-05 -0.000317875 0.00011803
internal_weight=0 0.00850363 0.00671411 0.00564862 0.00437231 0.00205076 0.00232155
internal_count=3121 3009 2611 2376 2254 1707 547
is_linear=0
shrinkage=0.00196078


Tree=6863
num_leaves=8
num_cat=0
split_feature=11 0 49 0 15 15 12
split_gain=2.56548e-05 3.53152e-05 3.86575e-05 4.8574e-05 7.02421e-05 4.37397e-05 2.75918e-05
threshold=1.0000000180025095e-35 -0.019414999999999998 -0.006494999999999999 -0.10011499999999998 -0.11033999999999998 -0.049819999999999996 0.089150000000000021
decision_type=2 2 2 2 2 2 2
left_child=1 2 5 4 -4 -1 -5
right_child=-2 -3 3 6 -6 -7 -8
leaf_value=1.9305206533886353e-05 -0.0003027267146471666 0.00026341781243403612 -0.00010844601280935962 -0.00038805664407726387 0.0005820309457869688 -0.00055175166131721275 7.1267924710026508e-05
leaf_weight=0.001047788333503631 0.0010057694617127263 0.0019010876265618355 0.0010585814344406621 0.0010001684042587576 0.0012184232080657532 0.001015420312216523 0.0010111136977133412
leaf_count=226 244 260 181 870 144 288 908
internal_value=0 2.89664e-05 -4.12081e-05 6.48975e-05 0.000261028 -0.000261744 -0.000157145
internal_weight=0 0.00825258 0.0063515 0.00428829 0.002277 0.00206321 0.00201128
internal_count=3121 2877 2617 2103 325 514 1778
is_linear=0
shrinkage=0.00196078


Tree=6864
num_leaves=8
num_cat=0
split_feature=50 15 16 0 0 13 49
split_gain=3.33785e-05 5.60174e-05 4.39759e-05 7.85727e-05 8.16808e-05 2.47308e-05 1.55409e-05
threshold=0.079410000000000008 -0.15914499999999995 -0.36241499999999999 -0.10607499999999999 -0.060129999999999996 0.10820000000000002 -0.009244999999999998
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -3 6 -5 -6 -4
right_child=-2 2 3 4 5 -7 -8
leaf_value=0.00045414171012948096 -0.00032907363714976132 -0.00035855536320633739 0.00019137179125335691 -0.00049902610627072959 -5.9814651571739543e-05 0.00032196507456209344 0.00053142162483786495
leaf_weight=0.0010763605421662782 0.0010858288717044912 0.0012585890292855792 0.0010690958406659231 0.0013938071750104679 0.0017544990883679918 0.0010384374810747943 0.0010000592057653399
leaf_count=306 609 221 117 1356 323 64 125
internal_value=0 3.57874e-05 -2.41369e-05 4.31429e-05 -0.00011134 8.21343e-05 0.000355724
internal_weight=0 0.00859085 0.00751449 0.0062559 0.00418674 0.00279294 0.00206916
internal_count=3121 2512 2206 1985 1743 387 242
is_linear=0
shrinkage=0.00196078


Tree=6865
num_leaves=7
num_cat=0
split_feature=52 160 4 13 3 13
split_gain=1.19344e-05 4.11199e-05 2.48637e-05 2.05437e-05 3.45523e-05 2.26746e-05
threshold=-0.046924999999999988 -1.0000000180025095e-35 0.0052350000000000009 -0.16152999999999998 -0.10519499999999998 -0.014169999999999999
decision_type=2 2 2 2 2 2
left_child=2 -2 -1 -3 -5 -6
right_child=1 3 -4 4 5 -7
leaf_value=-0.0037061538989643875 -0.020186106868985712 -0.011290303342334107 0.016050331175101452 0.020715334843413428 -0.012853079633224919 0.0058181986765443163
leaf_weight=0.0013448567875154512 0.0010781322496267202 0.0010077070627708363 0.0012102750838889015 0.0010016773744453019 0.0010161985037741143 0.0018069560771978655
leaf_count=726 743 98 227 142 656 529
internal_value=0 -0.00252739 0.00565179 0.00141224 0.00475891 -0.000902554
internal_weight=0 0.00591067 0.00255513 0.00483254 0.00382483 0.00282315
internal_count=3121 2168 953 1425 1327 1185
is_linear=0
shrinkage=0.1


Tree=6866
num_leaves=7
num_cat=0
split_feature=13 16 43 48 3 3
split_gain=1.42548e-05 1.83721e-05 5.22936e-05 3.6396e-05 3.41462e-05 3.08507e-05
threshold=-0.23438999999999996 0.23311500000000004 -0.09225499999999999 0.085845000000000019 -0.082484999999999989 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2
left_child=-1 2 -2 4 -4 -6
right_child=1 -3 3 -5 5 -7
leaf_value=0.010605218828549104 -0.021833603781340194 0.0099405547279960305 0.022049643140481488 -0.012190735066618769 -0.012130826151789521 0.010462670844853984
leaf_weight=0.0010926322677625522 0.0012760896504590393 0.0011556787536020482 0.0010041222497293692 0.0014871315288099091 0.001113269527840465 0.001322089260793051
leaf_count=169 396 417 743 359 865 172
internal_value=0 -0.00163549 -0.00379232 0.00088073 0.00653245 0.000134562
internal_weight=0 0.00735838 0.0062027 0.00492661 0.00343948 0.00243536
internal_count=3121 2952 2535 2139 1780 1037
is_linear=0
shrinkage=0.1


Tree=6867
num_leaves=8
num_cat=0
split_feature=50 484 457 1 2 3 2
split_gain=2.46749e-05 3.39702e-05 3.04812e-05 6.10845e-05 5.52648e-05 6.81423e-05 0.000127581
threshold=0.079410000000000008 0.073690000000000019 0.045365000000000009 0.11551000000000002 0.086590000000000014 -0.091054999999999983 0.10613000000000002
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 4 -1 -6 -7
right_child=-2 -3 -4 -5 5 6 -8
leaf_value=-0.00055154270286472381 -0.0002752341096771226 0.00036316536789521086 0.00030107439471805547 0.00027499904017254563 0.00034193992234666381 0.00015243910866363303 -0.00073026488037539509
leaf_weight=0.0011243381367400233 0.0011087016185154933 0.0010657080278151298 0.0010345692168363388 0.0015647546062817893 0.0011467895082291667 0.0014407938393744611 0.0011180372640331639
leaf_count=628 609 340 214 270 248 552 260
internal_value=0 3.57857e-05 -1.11759e-05 -6.16934e-05 -0.000170771 -5.52396e-05 -0.000233243
internal_weight=0 0.00849499 0.00742928 0.00639471 0.00482996 0.00370562 0.00255883
internal_count=3121 2512 2172 1958 1688 1060 812
is_linear=0
shrinkage=0.00196078


Tree=6868
num_leaves=8
num_cat=0
split_feature=50 15 16 0 0 13 49
split_gain=2.99101e-05 5.05335e-05 3.12587e-05 5.68754e-05 6.23431e-05 2.43788e-05 2.03062e-05
threshold=0.079410000000000008 -0.15914499999999995 -0.36241499999999999 -0.10607499999999999 -0.060129999999999996 -0.061684999999999997 -0.039339999999999993
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -3 6 -5 -6 -4
right_child=-2 2 3 4 5 -7 -8
leaf_value=0.00043211282521013543 -0.00030813128038540474 -0.0003063925890626634 0.0001056867450956875 -0.00043840822825881787 0.00030445495940751958 -7.1751009366232112e-05 0.00049583492277820542
leaf_weight=0.0010663640730972481 0.0011192458686763865 0.0012553660449749074 0.0010280861154588891 0.0013861006079566272 0.0010593456589067527 0.0017667000813042493 0.0010235051883650988
leaf_count=306 609 221 108 1356 100 287 134
internal_value=0 3.26577e-05 -2.39932e-05 3.26047e-05 -9.77928e-05 6.92701e-05 0.000300325
internal_weight=0 0.00858547 0.0075191 0.00626374 0.00421215 0.00282605 0.00205159
internal_count=3121 2512 2206 1985 1743 387 242
is_linear=0
shrinkage=0.00196078


Tree=6869
num_leaves=7
num_cat=0
split_feature=13 39 133 3 0 15
split_gain=1.77333e-05 2.67578e-05 4.42619e-05 4.9953e-05 3.89626e-05 4.88385e-05
threshold=-0.23438999999999996 0.0046100000000000004 1.0000000180025095e-35 -0.10519499999999998 -0.10011499999999998 -0.092489999999999989
decision_type=2 2 2 2 2 2
left_child=-1 2 3 -2 5 -5
right_child=1 -3 -4 4 -6 -7
leaf_value=0.0002201051932201624 0.00028098088092988867 0.0002624551569988791 -0.00041570226963925 -0.00020101228684823368 -0.00040864993699687416 0.00033214964743398723
leaf_weight=0.0011844812007123029 0.0016448280464727181 0.00100194544650614 0.0012421539881313512 0.001703281940421787 0.0012706762525481175 0.0010789878459965627
leaf_count=169 295 330 970 157 1070 130
internal_value=0 -3.70809e-05 -8.03262e-05 -7.21189e-06 -0.000124171 5.75244e-06
internal_weight=0 0.00794187 0.00693993 0.00569777 0.00405295 0.00278227
internal_count=3121 2952 2622 1652 1357 287
is_linear=0
shrinkage=0.00196078


Tree=6870
num_leaves=7
num_cat=0
split_feature=50 15 4 2 0 12
split_gain=1.91399e-05 2.722e-05 3.65442e-05 4.1424e-05 4.95897e-05 3.99144e-05
threshold=0.079410000000000008 -0.15026499999999995 0.23246000000000003 0.089775000000000008 -0.082009999999999986 0.051320000000000005
decision_type=2 2 2 2 2 2
left_child=1 -1 3 5 -5 -3
right_child=-2 2 -4 4 -6 -7
leaf_value=0.0003208830280016759 -0.00025638763465767717 8.7128670519910981e-05 -0.00036432467094433819 0.00042164816832110992 -4.0366168865377789e-05 -0.00041166985944243506
leaf_weight=0.0010237769152203115 0.0010752315588608121 0.0012496229766842601 0.0010211436415904027 0.0016448187315785618 0.0019545667464187311 0.0012179548609350666
leaf_count=318 609 153 169 318 604 950
internal_value=0 2.20176e-05 -2.11493e-05 3.66113e-05 0.000170761 -0.00015907
internal_weight=0 0.00811188 0.00708811 0.00606696 0.00359939 0.00246758
internal_count=3121 2512 2194 2025 922 1103
is_linear=0
shrinkage=0.00196078


Tree=6871
num_leaves=8
num_cat=0
split_feature=11 13 150 3 2 1 2
split_gain=2.81289e-05 4.53149e-05 3.67057e-05 7.06889e-05 6.95183e-05 0.000112943 5.33445e-06
threshold=0.076920000000000002 -0.091054999999999983 0.086615000000000011 0.10732000000000001 0.092120000000000021 0.090405000000000013 0.10060500000000001
decision_type=2 2 2 2 2 2 2
left_child=1 6 3 4 5 -3 -1
right_child=-2 2 -4 -5 -6 -7 -8
leaf_value=0.00018159313856179764 -0.00031891524031693467 -0.00051305347973562663 -0.00038341304932139108 -0.00043097239532226354 0.0004664204460346755 0.00027819762972874018 0.00038270063034323202
leaf_weight=0.0010139527603071396 0.0010158970263969393 0.0011990183152600117 0.0010809358128120086 0.0011036944061665888 0.0014991658722547686 0.0016452655716906266 0.0010144434333443988
leaf_count=251 226 1002 255 90 741 398 158
internal_value=0 2.61835e-05 -5.33567e-05 1.214e-05 0.000124737 -5.53572e-05 0.000282171
internal_weight=0 0.00855648 0.00652808 0.00544714 0.00434345 0.00284428 0.0020284
internal_count=3121 2895 2486 2231 2141 1400 409
is_linear=0
shrinkage=0.00196078


Tree=6872
num_leaves=8
num_cat=0
split_feature=50 15 47 3 12 42 3
split_gain=2.55277e-05 3.19421e-05 4.46136e-05 7.56145e-05 4.71005e-05 7.97319e-05 3.38669e-05
threshold=0.079410000000000008 -0.15026499999999995 0.096175000000000024 0.10542000000000001 0.084100000000000022 0.084635000000000016 0.0022600000000000003
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 4 6 -6 -3
right_child=-2 2 -4 -5 5 -7 -8
leaf_value=0.00034202099518435903 -0.00028973091464996062 0.00033284276730556232 -0.00035402388978497554 0.00045715182103242725 -0.00068129294611149862 5.2449871544016744e-05 -0.00013910636503649672
leaf_weight=0.001077872586818086 0.0011082729213229862 0.0013367427954743402 0.0012675283491019882 0.0013625080596282261 0.0010070964191944427 0.0013100396121642551 0.001038919026257544
leaf_count=318 609 370 185 135 662 720 122
internal_value=0 2.68765e-05 -1.95107e-05 5.05114e-05 -6.75527e-05 -0.000266457 0.000126451
internal_weight=0 0.00840071 0.00732283 0.00605531 0.0046928 0.00231714 0.00237566
internal_count=3121 2512 2194 2009 1874 1382 492
is_linear=0
shrinkage=0.00196078


Tree=6873
num_leaves=8
num_cat=0
split_feature=50 15 47 3 12 52 2
split_gain=1.84671e-05 2.49346e-05 4.73693e-05 6.08716e-05 4.5994e-05 2.9098e-05 1.90939e-05
threshold=0.079410000000000008 -0.15026499999999995 0.096175000000000024 0.10542000000000001 0.091545000000000015 -0.0064899999999999992 0.090675000000000019
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 4 5 -3 -7
right_child=-2 2 -4 -5 -6 6 -8
leaf_value=0.00031530259186623576 -0.00024242583523169877 -0.00016018838747150276 -0.00035709535475227295 0.00042965462417070732 -0.00038940621582900806 0.00040402382118149259 3.2003824081066588e-05
leaf_weight=0.0010326279449848833 0.0010791092216579099 0.0013318649429931054 0.0012520930328037486 0.0013435755447042865 0.0011246438329571705 0.0010140104695545843 0.0011122127261642579
leaf_count=318 609 545 185 135 641 517 171
internal_value=0 3.04145e-05 -1.05673e-05 6.26461e-05 -4.49542e-05 6.70689e-05 0.000209423
internal_weight=0 0.00821103 0.0071784 0.00592631 0.00458273 0.00345809 0.00212622
internal_count=3121 2512 2194 2009 1874 1233 688
is_linear=0
shrinkage=0.00196078


Tree=6874
num_leaves=8
num_cat=0
split_feature=48 16 52 13 0 16 52
split_gain=2.68912e-05 9.02259e-05 5.66927e-05 5.46145e-05 8.98829e-05 9.83924e-05 3.90177e-05
threshold=0.11926500000000002 -0.48836499999999994 0.11434500000000002 0.18141000000000002 -0.077999999999999986 0.15891500000000003 -0.049749999999999996
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 4 6 -6 -3
right_child=-2 2 -4 -5 5 -7 -8
leaf_value=0.00054312538552119623 -0.00031086397005075894 0.00014813784165277637 -0.00046595379852342389 -0.00038344945281689342 0.00075532290204174003 -3.7201099999822325e-05 -0.00029876649610570486
leaf_weight=0.0011400276863056105 0.0010005654433093676 0.0012479921174141618 0.0010733799040712182 0.0010810036389194795 0.0012798078964647607 0.0011376580937926333 0.0018864023794880923
leaf_count=242 117 423 401 122 438 341 1037
internal_value=0 2.82774e-05 -4.7887e-05 1.97678e-05 9.82782e-05 0.000382362 -0.000120827
internal_weight=0 0.00884627 0.00770624 0.00663286 0.00555186 0.00241747 0.00313439
internal_count=3121 3004 2762 2361 2239 779 1460
is_linear=0
shrinkage=0.00196078


Tree=6875
num_leaves=7
num_cat=0
split_feature=13 48 0 2 16 43
split_gain=1.20246e-05 2.43365e-05 4.13867e-05 1.96798e-05 3.28118e-05 2.60788e-05
threshold=-0.23438999999999996 0.11077000000000002 -0.17169499999999996 0.090675000000000019 0.0057500000000000008 -0.0037449999999999996
decision_type=2 2 2 2 2 2
left_child=-1 2 -2 5 -5 -4
right_child=1 -3 3 4 -6 -7
leaf_value=0.0096289825132373913 0.01826895943617729 -0.016013878095079096 -0.0048457230109118362 -0.022005737472545531 0.0025683384356055949 0.013947948222714883
leaf_weight=0.001110003069717566 0.0011129038050760875 0.0010035761380999906 0.0019973008649860286 0.0011354962710133469 0.0010419077636638638 0.0011713874543147857
leaf_count=169 140 142 1226 604 419 421
internal_value=0 -0.00152641 0.000724605 -0.00292763 -0.0102468 0.00210184
internal_weight=0 0.00746257 0.006459 0.00534609 0.0021774 0.00316869
internal_count=3121 2952 2810 2670 1023 1647
is_linear=0
shrinkage=0.1


Tree=6876
num_leaves=7
num_cat=0
split_feature=16 52 0 0 16 2
split_gain=1.23836e-05 2.50185e-05 3.96811e-05 5.41001e-05 4.44444e-05 3.09714e-05
threshold=-0.48836499999999994 0.11434500000000002 -0.077999999999999986 -0.10607499999999999 0.15891500000000003 0.090935000000000016
decision_type=2 2 2 2 2 2
left_child=-1 2 3 5 -4 -2
right_child=1 -3 4 -5 -6 -7
leaf_value=0.0087394731291778865 0.01440274866177519 -0.015624274772651731 0.023170429602636454 -0.025490460268370426 -0.0020048246589794518 -0.0091153988251867473
leaf_weight=0.0013438232376052064 0.0010667248799519995 0.0010967280772947296 0.0012881664517918365 0.0010445154855061511 0.0015390790172822967 0.001178687211014268
leaf_count=274 134 428 479 1235 378 193
internal_value=0 -0.00171605 0.000777511 -0.00668878 0.00946567 0.00205734
internal_weight=0 0.0072139 0.00611717 0.00328993 0.00282725 0.00224541
internal_count=3121 2847 2419 1562 857 327
is_linear=0
shrinkage=0.1


Tree=6877
num_leaves=7
num_cat=0
split_feature=2 13 42 0 16 15
split_gain=1.12931e-05 2.96688e-05 2.87137e-05 3.27278e-05 3.97981e-05 1.9066e-05
threshold=0.099185000000000009 -0.08971999999999998 -0.088669999999999985 -0.060129999999999996 -0.088159999999999988 -0.074054999999999996
decision_type=2 2 2 2 2 2
left_child=2 -2 -1 4 -4 -3
right_child=1 5 3 -5 -6 -7
leaf_value=0.011886208846297375 0.016442620020608728 0.0077729994419946484 -0.00099394174859472042 0.0085518702267446799 -0.024304527884631111 -0.010519141101057977
leaf_weight=0.0010086140678322621 0.001276254877368938 0.0010102526732635507 0.0015016926775178979 0.0010045636329727237 0.0014297270785218271 0.0013069910392088881
leaf_count=308 200 308 503 224 1167 411
internal_value=0 0.00419904 -0.00316749 -0.00702506 -0.0123631 -0.00254429
internal_weight=0 0.0035935 0.0049446 0.00393598 0.00293142 0.00231724
internal_count=3121 919 2202 1894 1670 719
is_linear=0
shrinkage=0.1


Tree=6878
num_leaves=8
num_cat=0
split_feature=11 3 3 13 1 49 47
split_gain=2.45378e-05 2.70562e-05 5.00759e-05 4.28485e-05 5.35742e-05 3.51252e-05 2.10028e-05
threshold=0.076270000000000018 -0.10519499999999998 -0.078934999999999991 -0.010384999999999998 1.0000000180025095e-35 -0.015259999999999998 0.09055500000000001
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -3 4 -4 -5 -7
right_child=-2 2 3 5 -6 6 -8
leaf_value=0.00029480323157118584 -0.00029890200065630284 -0.00038092846820362631 -4.7135092297961173e-05 -0.00035317060258973178 0.00052976379500932111 0.00022578222601796902 -0.00014540770144333136
leaf_weight=0.0012266274200045174 0.0010027701224626625 0.0012285793652881474 0.0011958569713197843 0.0012254660874789387 0.0012827628331481195 0.0012810068065198612 0.0010803020827643492
leaf_count=189 232 1329 347 162 486 282 94
internal_value=0 2.53683e-05 -1.99426e-05 5.31771e-05 0.000251428 -8.3823e-05 5.59623e-05
internal_weight=0 0.0085206 0.00729397 0.00606539 0.00247862 0.00358677 0.00236131
internal_count=3121 2889 2700 1371 833 538 376
is_linear=0
shrinkage=0.00196078


Tree=6879
num_leaves=7
num_cat=0
split_feature=15 0 0 52 4 16
split_gain=1.30939e-05 2.55324e-05 6.22558e-05 3.32471e-05 4.68973e-05 4.83617e-06
threshold=-0.11713499999999999 -0.10011499999999998 -0.14920999999999998 0.083680000000000018 -0.077679999999999985 0.15891500000000003
decision_type=2 2 2 2 2 2
left_child=-1 2 -2 4 -3 -5
right_child=1 3 -4 5 -6 -7
leaf_value=-0.0083600850653294239 -0.0057919926598531046 0.0026634559774988062 0.024496064123050425 0.011194430127276483 -0.026231264206916627 0.0014103425740055306
leaf_weight=0.0015568170131338823 0.0013561613178329963 0.0011535849647740233 0.0013583854921915485 0.001003435409158863 0.0010947874795942387 0.0010174488587319243
leaf_count=484 178 503 251 772 893 40
internal_value=0 0.00178168 0.00936444 -0.00303971 -0.0114061 0.00626846
internal_weight=0 0.0069838 0.00271455 0.00426926 0.00224837 0.00202088
internal_count=3121 2637 429 2208 1396 812
is_linear=0
shrinkage=0.1


Tree=6880
num_leaves=8
num_cat=0
split_feature=1 457 160 12 3 2 42
split_gain=2.19424e-05 3.81597e-05 4.28756e-05 3.30819e-05 9.19807e-05 6.37154e-05 3.69498e-05
threshold=0.13146500000000003 0.045365000000000009 -0.081069999999999989 0.090840000000000018 0.090900000000000009 0.088225000000000012 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 4 5 -4 -5
right_child=-2 -3 3 6 -6 -7 -8
leaf_value=0.00027937054318389725 0.00026632795295201955 0.00029743373373413096 -0.00022228341335827069 -0.00012118040036306704 -0.00053697015416352667 0.00038922109862777471 -0.00061268533931098412
leaf_weight=0.0010382758709710097 0.0010313705064037551 0.0011349051318286802 0.0010755610627122582 0.0013767833717540797 0.001029134286207635 0.0016757481439306694 0.0010264859709886694
leaf_count=554 234 274 694 403 129 396 437
internal_value=0 -3.68063e-05 -8.93307e-05 -0.000151238 -3.68891e-05 0.000150167 -0.000331112
internal_weight=0 0.00835689 0.00722199 0.00618371 0.00378044 0.00275131 0.00240327
internal_count=3121 2887 2613 2059 1219 1090 840
is_linear=0
shrinkage=0.00196078


Tree=6881
num_leaves=7
num_cat=0
split_feature=50 15 4 2 0 12
split_gain=1.39934e-05 3.43142e-05 4.37015e-05 3.55295e-05 5.38077e-05 3.81461e-05
threshold=0.079410000000000008 -0.15026499999999995 0.23246000000000003 0.089775000000000008 -0.082009999999999986 0.051320000000000005
decision_type=2 2 2 2 2 2
left_child=1 -1 3 5 -5 -3
right_child=-2 2 -4 4 -6 -7
leaf_value=0.00035204720961161406 -0.00022554652757329923 9.1003383326605276e-05 -0.00041001792091591703 0.00042241671502855801 -6.3927291335848959e-05 -0.000397282181867039
leaf_weight=0.0010167112907433209 0.001047453207241352 0.0012432545266606553 0.0010133430961049017 0.0015987271736052568 0.0019310165906492832 0.0012175056901461536
leaf_count=318 609 153 169 318 604 950
internal_value=0 1.5432e-05 -3.34327e-05 3.02698e-05 0.000156353 -0.000150585
internal_weight=0 0.00802056 0.00700385 0.0059905 0.00352974 0.00246076
internal_count=3121 2512 2194 2025 922 1103
is_linear=0
shrinkage=0.00196078


Tree=6882
num_leaves=6
num_cat=0
split_feature=1 4 16 52 47
split_gain=1.15896e-05 3.37382e-05 3.14231e-05 2.14593e-05 3.41577e-05
threshold=0.090405000000000013 -0.15764999999999998 -0.083134999999999987 -0.07167999999999998 0.087885000000000019
decision_type=2 2 2 2 2
left_child=1 -1 -3 -2 -5
right_child=3 2 -4 4 -6
leaf_value=0.0077358230841541881 -0.0075176740632990589 -0.00086824096224206884 -0.023596661029455929 0.017253437616453229 -0.0031666432509359702
leaf_weight=0.0015068935859506422 0.0013024089380261335 0.0013279534166594181 0.0011224423175750231 0.0017416383299403428 0.0015466085638120221
leaf_count=142 370 668 1190 569 182
internal_value=0 -0.00403858 -0.0112794 0.00334606 0.00764897
internal_weight=0 0.00395729 0.0024504 0.00459066 0.00328825
internal_count=3121 2000 1858 1121 751
is_linear=0
shrinkage=0.1


Tree=6883
num_leaves=7
num_cat=0
split_feature=50 484 133 42 2 2
split_gain=1.98724e-05 2.64174e-05 3.28527e-05 4.83996e-05 3.20059e-05 8.60017e-05
threshold=0.079410000000000008 0.073690000000000019 0.091410000000000005 0.090310000000000015 0.10803500000000001 0.089775000000000008
decision_type=2 2 2 2 2 2
left_child=1 2 3 4 5 -1
right_child=-2 -3 -4 -5 -6 -7
leaf_value=-0.00022131045860134804 -0.00025844523821399323 0.00031720607602242024 -0.00032220671629906402 0.00038557758100528751 -0.00029384174749359787 0.00041147994819996833
leaf_weight=0.0018890291590323101 0.0010879825185967753 0.0010301509595645984 0.0011504585370050039 0.0012346714316282103 0.0014437012995480061 0.0014670225549114656
leaf_count=747 609 340 421 364 290 350
internal_value=0 2.35562e-05 -1.85466e-05 3.9346e-05 -4.97174e-05 5.52996e-05
internal_weight=0 0.00821503 0.00718488 0.00603442 0.00479975 0.00335605
internal_count=3121 2512 2172 1751 1387 1097
is_linear=0
shrinkage=0.00196078


Tree=6884
num_leaves=7
num_cat=0
split_feature=52 52 43 43 12 16
split_gain=1.44982e-05 3.35317e-05 2.22157e-05 6.7385e-05 6.29316e-05 5.29554e-05
threshold=-0.081429999999999989 -0.0064899999999999992 -0.0037449999999999996 -0.14968999999999996 0.090020000000000017 -0.36241499999999999
decision_type=2 2 2 2 2 2
left_child=-1 -2 3 -3 5 -4
right_child=1 2 4 -5 -6 -7
leaf_value=0.0078063264193806063 -0.017234173473209564 0.01179346702992386 -0.0019153395377562246 -0.023688025467303916 -0.014490776709034489 0.028508561258626792
leaf_weight=0.0018342799014706181 0.0012184228077897017 0.001019190715100333 0.0010126116124614089 0.0011272656358114681 0.0010223239019870331 0.0013151557647392703
leaf_count=771 438 167 169 959 320 297
internal_value=0 -0.00222517 0.00110188 -0.00684053 0.00619071 0.0152737
internal_weight=0 0.00671497 0.00549655 0.00214646 0.00335009 0.00232777
internal_count=3121 2350 1912 1126 786 466
is_linear=0
shrinkage=0.1


Tree=6885
num_leaves=7
num_cat=0
split_feature=457 15 43 2 2 3
split_gain=1.30893e-05 2.6578e-05 3.38748e-05 5.62401e-05 4.43305e-05 4.21979e-05
threshold=0.045365000000000009 0.088655000000000025 -0.074359999999999996 0.088225000000000012 0.10613000000000002 -0.08824499999999999
decision_type=2 2 2 2 2 2
left_child=1 2 5 -4 -5 -1
right_child=-2 -3 3 4 -6 -7
leaf_value=-0.0034863947810277723 0.010153319464040796 -0.015829947654012213 -0.023703094348494408 0.018417327102014294 -0.0066329531210889223 0.024307793799962816
leaf_weight=0.0010481938509788601 0.0010928395140689055 0.0011112663095474802 0.0011045713818744717 0.0011229393733789244 0.0019046868025625048 0.0011406700292435827
leaf_count=272 289 662 596 276 360 666
internal_value=0 -0.00156781 0.000939532 -0.00438844 0.00265814 0.0109978
internal_weight=0 0.00743233 0.00632106 0.0041322 0.00302763 0.00218886
internal_count=3121 2832 2170 1232 636 938
is_linear=0
shrinkage=0.1


Tree=6886
num_leaves=7
num_cat=0
split_feature=43 16 2 4 3 2
split_gain=1.13306e-05 3.70401e-05 4.06125e-05 8.77721e-05 4.31741e-05 6.25017e-05
threshold=-0.24021999999999996 0.22339500000000004 0.099185000000000009 0.23246000000000003 -0.078934999999999991 0.084145000000000011
decision_type=2 2 2 2 2 2
left_child=-1 2 4 -4 -2 -6
right_child=1 -3 3 -5 5 -7
leaf_value=-0.0095616527955316669 -0.016174511198930284 -0.014719500829736918 0.031997756029302292 -0.0044620841979831237 0.024680725285063362 -0.0093975700211878753
leaf_weight=0.0010933616692147203 0.0014022298194706429 0.0012026272268609271 0.001326859329552219 0.0013143127753730784 0.001000466976548513 0.0011647607624569233
leaf_count=166 1267 414 366 269 346 293
internal_value=0 0.00134334 0.00445475 0.0138544 -0.00250432 0.00634868
internal_weight=0 0.00741126 0.00620863 0.00264117 0.00356746 0.00216523
internal_count=3121 2955 2541 635 1906 639
is_linear=0
shrinkage=0.1


Tree=6887
num_leaves=6
num_cat=0
split_feature=52 52 1 2 3
split_gain=1.23894e-05 3.085e-05 2.01764e-05 8.03514e-05 8.00894e-05
threshold=-0.081429999999999989 -0.0064899999999999992 0.10937500000000001 0.10613000000000002 -0.078934999999999991
decision_type=2 2 2 2 2
left_child=-1 -2 3 4 -3
right_child=1 2 -4 -5 -6
leaf_value=0.0072503442310859053 -0.01650799425885896 -0.011765621662373974 0.011368988673793049 -0.02678779641519138 0.020978898027933825
leaf_weight=0.0018243150160829544 0.0012081833561852677 0.0013962593185126431 0.0014272077493021366 0.0010155463720420703 0.0016062745229422188
leaf_count=771 438 934 313 202 463
internal_value=0 -0.00205201 0.00115543 -0.00247238 0.00575181
internal_weight=0 0.00665347 0.00544529 0.00401808 0.00300253
internal_count=3121 2350 1912 1599 1397
is_linear=0
shrinkage=0.1


Tree=6888
num_leaves=7
num_cat=0
split_feature=50 15 47 3 13 43
split_gain=1.75908e-05 3.05532e-05 3.73312e-05 5.87622e-05 4.00333e-05 2.86522e-05
threshold=0.079410000000000008 -0.15026499999999995 0.096175000000000024 0.10542000000000001 -0.033284999999999988 -0.013819999999999997
decision_type=2 2 2 2 2 2
left_child=1 -1 3 4 -3 -6
right_child=-2 2 -4 -5 5 -7
leaf_value=0.00034547601414339685 -0.00023960352468164079 -0.00032735156182778875 -0.00032641532838354381 0.00041586002696808759 0.00030977247423195025 -7.8725510614640931e-05
leaf_weight=0.0010226489145802667 0.0010629848324585399 0.0014372827808303147 0.0012377787135374367 0.0013008612151065111 0.0011753746693400442 0.0019255476949546547
leaf_count=318 609 968 185 135 454 452
internal_value=0 2.86758e-05 -1.71039e-05 4.84647e-05 -5.6848e-05 6.85309e-05
internal_weight=0 0.00809949 0.00707685 0.00583907 0.00453821 0.00310092
internal_count=3121 2512 2194 2009 1874 906
is_linear=0
shrinkage=0.00196078


Tree=6889
num_leaves=7
num_cat=0
split_feature=457 1 4 3 2 4
split_gain=1.19226e-05 2.30396e-05 4.0967e-05 3.63595e-05 1.27408e-05 8.34055e-06
threshold=0.045365000000000009 0.111945 -0.0029599999999999995 -0.042499999999999989 0.092235000000000025 0.19806500000000002
decision_type=2 2 2 2 2 2
left_child=1 2 3 -1 -4 -3
right_child=-2 5 4 -5 -6 -7
leaf_value=-0.006254856099321391 0.0097130789233448173 0.0010999042941192642 -0.023710619391037441 0.015924602282922484 -0.0081306657142216025 0.013581551643356594
leaf_weight=0.001945303710839022 0.0010903937334938623 0.0010869314569310021 0.0010436225158570334 0.0011920405492424437 0.0010559900454454323 0.0010550087631261927
leaf_count=1567 289 185 290 177 344 269
internal_value=0 -0.00148958 -0.00506318 0.00217228 -0.0158748 0.00724772
internal_weight=0 0.0073789 0.00523696 0.00313734 0.00209961 0.00214194
internal_count=3121 2832 2378 1744 634 454
is_linear=0
shrinkage=0.1


Tree=6890
num_leaves=7
num_cat=0
split_feature=16 52 0 13 52 16
split_gain=1.18267e-05 2.65105e-05 3.6051e-05 5.37749e-05 4.28948e-05 2.0387e-05
threshold=-0.48836499999999994 0.11434500000000002 -0.084269999999999984 -0.074044999999999986 -0.049749999999999996 0.13751500000000003
decision_type=2 2 2 2 2 2
left_child=-1 2 4 -4 -2 -5
right_child=1 -3 3 5 -6 -7
leaf_value=0.0086166813321770386 0.0060516433297213637 -0.016035627262018261 0.027085041631737611 0.0092571416453721654 -0.018841923528143106 -0.0098692470593989244
leaf_weight=0.0013292130616665556 0.0012794191183288198 0.0010868837220760486 0.0010213978281008373 0.0010793915799943148 0.0015081368570689208 0.0011521770704425022
leaf_count=274 363 428 357 637 716 346
internal_value=0 -0.00165795 0.000929051 0.00808049 -0.00741639 -0.000617969
internal_weight=0 0.00712741 0.00604052 0.00325297 0.00278756 0.00223157
internal_count=3121 2847 2419 1340 1079 983
is_linear=0
shrinkage=0.1


Tree=6891
num_leaves=7
num_cat=0
split_feature=50 4 151 43 43 0
split_gain=9.67638e-06 2.33464e-05 2.40899e-05 3.21273e-05 5.66424e-05 4.40216e-05
threshold=1.0000000180025095e-35 0.36766000000000004 -0.024429999999999997 0.016310000000000002 -0.074359999999999996 -0.12333499999999999
decision_type=2 2 2 2 2 2
left_child=1 2 -1 4 -4 -6
right_child=-2 -3 3 -5 5 -7
leaf_value=0.012912358138665411 -0.0092736125836808733 0.015089459371031103 0.0040430564760424682 0.0091999668628483296 -0.0050666699970793247 -0.034389805850768083
leaf_weight=0.0010347865262808767 0.0010000772363261299 0.0010412601258133732 0.001903040746069418 0.0014110395910380052 0.0010107821383350335 0.0010374451108658761
leaf_count=361 627 303 635 303 115 777
internal_value=0 0.00120327 -0.00105699 -0.00375272 -0.00837826 -0.0199191
internal_weight=0 0.00743835 0.00639709 0.00536231 0.00395127 0.00204823
internal_count=3121 2494 2191 1830 1527 892
is_linear=0
shrinkage=0.1


Tree=6892
num_leaves=7
num_cat=0
split_feature=15 43 16 13 12 48
split_gain=1.02783e-05 2.53841e-05 3.75417e-05 3.39762e-05 2.59643e-05 5.57601e-05
threshold=-0.11713499999999999 -0.17390999999999998 0.22339500000000004 -0.094514999999999988 0.084100000000000022 0.085130000000000025
decision_type=2 2 2 2 2 2
left_child=-1 -2 3 -3 5 -5
right_child=1 2 -4 4 -6 -7
leaf_value=-0.007435303315562536 0.01471177138624755 0.01908982900299111 -0.017532185159527456 0.019120140322209926 -0.013116768514476615 -0.012459710648727397
leaf_weight=0.0015353225091480635 0.0012177980250250844 0.0010039722613359049 0.0011276048437937154 0.0012251604524155467 0.0012820541187007575 0.0010284756441699067
leaf_count=484 184 237 385 341 1346 144
internal_value=0 0.00161314 -0.00120153 0.00285483 -0.00175515 0.00470827
internal_weight=0 0.00688507 0.00566727 0.00453966 0.00353569 0.00225364
internal_count=3121 2637 2453 2068 1831 485
is_linear=0
shrinkage=0.1


Tree=6893
num_leaves=9
num_cat=0
split_feature=50 15 16 0 52 16 0 49
split_gain=3.35036e-05 4.48113e-05 4.68749e-05 5.03837e-05 4.45591e-05 6.1404e-05 4.67646e-05 1.43251e-05
threshold=0.079410000000000008 -0.15914499999999995 -0.36241499999999999 -0.10607499999999999 0.10347000000000002 0.25792000000000009 -0.068189999999999987 -0.039339999999999993
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 -3 7 5 6 -5 -4
right_child=-2 2 3 4 -6 -7 -8 -9
leaf_value=0.00040315676105802064 -0.00033565779708575781 -0.00036395165545020442 0.00013568624508367481 -0.00028665940645085234 0.00028048385419024132 -0.00058987030101232741 0.0002870604645388031 0.00046539758426970688
leaf_weight=0.0010714059478428928 0.0010987329716945207 0.0013009969350377161 0.001021242413650837 0.0011156145892389602 0.0010173004244954219 0.0010123789738962921 0.0010702535927489963 0.0010053938207562349
leaf_count=306 609 221 108 954 261 349 179 134
internal_value=0 2.79191e-05 -2.53783e-05 4.51872e-05 -7.69556e-05 -0.00019065 -5.75237e-06 0.000299253
internal_weight=0 0.00861459 0.00754318 0.00624218 0.00421555 0.00319825 0.00218587 0.00202664
internal_count=3121 2512 2206 1985 1743 1482 1133 242
is_linear=0
shrinkage=0.00196078


Tree=6894
num_leaves=7
num_cat=0
split_feature=43 4 0 151 2 16
split_gain=1.09475e-05 3.41949e-05 4.47477e-05 3.12106e-05 3.30132e-05 4.33467e-05
threshold=-0.24021999999999996 -0.35136499999999998 -0.060129999999999996 -0.044604999999999992 0.088225000000000012 -0.091114999999999988
decision_type=2 2 2 2 2 2
left_child=-1 -2 3 -3 -5 -6
right_child=1 2 -4 4 5 -7
leaf_value=-0.0093805208218434993 -0.014366804939880249 -0.014338343138195472 0.023076714988855669 -0.0076522952272794183 0.022789520115804388 -0.0033585561921686252
leaf_weight=0.001092961356370486 0.0011647465361141396 0.0011159465808123978 0.001054028538453774 0.0014222581840903407 0.0014465667111049781 0.0011286176652917264
leaf_count=166 225 429 315 1082 305 599
internal_value=0 0.00134769 0.00431545 0.000448171 0.00457605 0.0113297
internal_weight=0 0.00733216 0.00616742 0.00511339 0.00399744 0.00257518
internal_count=3121 2955 2730 2415 1986 904
is_linear=0
shrinkage=0.1


Tree=6895
num_leaves=7
num_cat=0
split_feature=1 42 484 150 0 16
split_gain=2.49269e-05 3.43278e-05 4.71588e-05 3.64611e-05 4.76644e-05 3.16626e-05
threshold=0.13146500000000003 0.088915000000000008 0.073690000000000019 0.081835000000000019 -0.10836499999999999 -0.056919999999999991
decision_type=2 2 2 2 2 2
left_child=1 2 3 4 -1 -6
right_child=-2 -3 -4 -5 5 -7
leaf_value=-0.00042681407542011262 0.00027556702768567152 -0.00028028300121718476 0.00041344407917939493 0.00025998554952729125 0.00020579827059580445 -0.00019029787167450365
leaf_weight=0.0014115331906874324 0.001050460905334785 0.0018579769938792141 0.0010010113332311827 0.0011725640160212313 0.0015520335507940321 0.0015515648780371303
leaf_count=236 234 827 291 221 743 569
internal_value=0 -4.45042e-05 2.099e-05 -4.80803e-05 -0.000128084 7.78011e-06
internal_weight=0 0.00854668 0.00668871 0.0056877 0.00451513 0.0031036
internal_count=3121 2887 2060 1769 1548 1312
is_linear=0
shrinkage=0.00196078


Tree=6896
num_leaves=7
num_cat=0
split_feature=11 0 42 49 0 4
split_gain=2.26151e-05 2.84642e-05 4.75565e-05 6.93026e-05 6.86203e-05 5.16239e-05
threshold=0.076920000000000002 -0.019414999999999998 0.091295000000000015 -0.00064499999999999985 -0.083914999999999976 0.055260000000000011
decision_type=2 2 2 2 2 2
left_child=1 2 3 -1 5 -5
right_child=-2 -3 -4 4 -6 -7
leaf_value=-0.00041780738085833708 -0.00028342779513576934 0.0002332910899242611 0.00033413338080166838 0.00053667448782710597 -0.00036608805488316245 -2.5834608806326834e-05
leaf_weight=0.001858022708406481 0.0010077668873380513 0.0019794959382315571 0.0011159081160391909 0.0011284330799605758 0.0010796579964477259 0.0014123586158596596
leaf_count=493 226 261 601 640 681 219
internal_value=0 2.70856e-05 -3.48129e-05 -0.000109963 4.80227e-05 0.000223991
internal_weight=0 0.00857388 0.00659438 0.00547847 0.00362045 0.00254079
internal_count=3121 2895 2634 2033 1540 859
is_linear=0
shrinkage=0.00196078


Tree=6897
num_leaves=7
num_cat=0
split_feature=52 160 52 2 3 2
split_gain=1.07086e-05 4.24066e-05 2.67855e-05 7.28836e-05 6.94157e-05 2.66289e-05
threshold=-0.046924999999999988 -1.0000000180025095e-35 0.10347000000000002 0.10613000000000002 -0.059315 0.089885000000000007
decision_type=2 2 2 2 2 2
left_child=5 -2 3 4 -3 -1
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leaf_value=-0.0064639629963710137 -0.020385286793851633 -0.0068342477456412786 0.015192512207582937 -0.023855648750219845 0.026550089889571495 0.014139252562500879
leaf_weight=0.0010946017441454312 0.0010721129043751521 0.0015320246295542892 0.0011150149970765863 0.0011150434586753594 0.001049500986732572 0.0014694364622538721
leaf_count=404 743 858 204 210 153 549
internal_value=0 -0.00240009 0.00160735 -0.00249041 0.00673792 0.00534363
internal_weight=0 0.0058837 0.00481158 0.00369657 0.00258153 0.00256404
internal_count=3121 2168 1425 1221 1011 953
is_linear=0
shrinkage=0.1


Tree=6898
num_leaves=7
num_cat=0
split_feature=1 4 13 3 12 1
split_gain=9.91026e-06 3.26699e-05 2.56576e-05 2.49182e-05 6.57284e-05 9.57295e-06
threshold=0.090405000000000013 -0.15764999999999998 -0.016469999999999995 0.083060000000000009 0.090840000000000018 0.11212500000000002
decision_type=2 2 2 2 2 2
left_child=1 -1 -3 4 -2 -5
right_child=3 2 -4 5 -6 -7
leaf_value=0.0079636005579559709 0.029537066923646334 -0.021397940967842574 -0.00072889957716860368 0.0028073992021815002 -0.0044201613455747638 -0.010360949440380999
leaf_weight=0.0014733972679083123 0.0010104591847852518 0.0011880811818777912 0.0012145566460629812 0.0010050884425640456 0.0013077344613008383 0.0012247807545350798
leaf_count=142 391 1152 706 120 421 189
internal_value=0 -0.00376009 -0.0109495 0.00312164 0.0103812 -0.00442546
internal_weight=0 0.00387604 0.00240264 0.00454806 0.00231819 0.00222987
internal_count=3121 2000 1858 1121 812 309
is_linear=0
shrinkage=0.1


Tree=6899
num_leaves=8
num_cat=0
split_feature=1 457 160 16 52 0 1
split_gain=2.96052e-05 3.57216e-05 4.22144e-05 3.66756e-05 9.07584e-05 4.43338e-05 2.78496e-05
threshold=0.13146500000000003 0.045365000000000009 -0.081069999999999989 -0.056919999999999991 0.091275000000000009 -0.11756999999999999 0.08844500000000001
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 5 -5 -4 -7
right_child=-2 -3 3 4 -6 6 -8
leaf_value=0.00027429624583604227 0.00031066159277300977 0.00027784423772009103 -0.0002864082742965155 -0.00069410746550441194 5.2156589420003636e-05 -8.7357794406005642e-05 0.00035572924806945966
leaf_weight=0.0010275204821844405 0.0010194511560502493 0.0011507692785894799 0.0015377585009356356 0.0013122055747406948 0.0011991199280443814 0.0010269243159936969 0.0011630615475448078
leaf_count=554 234 274 191 797 99 732 240
internal_value=0 -4.31361e-05 -9.39679e-05 -0.000154618 -0.000337778 -3.12257e-05 0.000147958
internal_weight=0 0.00841736 0.00726659 0.00623907 0.00251133 0.00372774 0.00218999
internal_count=3121 2887 2613 2059 896 1163 972
is_linear=0
shrinkage=0.00196078


Tree=6900
num_leaves=8
num_cat=0
split_feature=484 1 47 15 1 1 13
split_gain=1.60663e-05 2.29932e-05 3.35403e-05 3.42676e-05 8.60423e-05 3.67437e-05 3.66745e-05
threshold=0.073690000000000019 0.12500000000000003 0.096175000000000024 -0.03241999999999999 0.094385000000000011 0.080270000000000022 -0.080759999999999985
decision_type=2 2 2 2 2 2 2
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right_child=-2 -3 -4 5 -6 -7 -8
leaf_value=-0.00020460473155919454 0.00022176227581600575 0.0002203698666722724 -0.00040810044079287827 -0.00026660208736468331 0.00057971902920466519 -0.00041103374415380845 0.00022016809554936193
leaf_weight=0.0011086138510458224 0.0010703919631422374 0.0011657552904262517 0.0010063481329969527 0.0010674934290718927 0.0010443088906867868 0.0012358039967920367 0.0013446807810501343
leaf_count=556 394 232 221 330 243 549 596
internal_value=0 -3.40791e-05 -7.7654e-05 -2.03277e-05 0.000175844 -0.000136102 4.75083e-06
internal_weight=0 0.007973 0.00680725 0.0058009 0.00215292 0.00364798 0.00241217
internal_count=3121 2727 2495 2274 799 1475 926
is_linear=0
shrinkage=0.00196078


Tree=6901
num_leaves=7
num_cat=0
split_feature=1 42 133 2 0 2
split_gain=1.10336e-05 3.07647e-05 2.6861e-05 3.99546e-05 3.87543e-05 2.07098e-05
threshold=0.12500000000000003 0.092145000000000019 0.083950000000000011 0.10045500000000002 -0.084144999999999984 0.083215000000000011
decision_type=2 2 2 2 2 2
left_child=1 2 3 4 5 -1
right_child=-2 -3 -4 -5 -6 -7
leaf_value=0.0087580150260394736 0.0091081695546071408 -0.017084923075438865 0.013856304409693385 0.0095169105715433508 -0.024958535594625016 -0.011402561700098445
leaf_weight=0.001034764125963429 0.0011390886005157837 0.0010762298858966787 0.001325243038074889 0.001827016063860599 0.0010311797983734564 0.0010038221058742813
leaf_count=198 279 566 672 406 544 456
internal_value=0 -0.00147394 0.00122631 -0.00219182 -0.00916044 -0.00116927
internal_weight=0 0.00729826 0.00622203 0.00489678 0.00306977 0.00203859
internal_count=3121 2842 2276 1604 1198 654
is_linear=0
shrinkage=0.1


Tree=6902
num_leaves=7
num_cat=0
split_feature=160 151 133 16 13 4
split_gain=1.43948e-05 3.50685e-05 5.10425e-05 5.29782e-05 6.24667e-05 3.08228e-05
threshold=-0.085579999999999976 -0.0083949999999999979 -0.0061299999999999992 -0.056919999999999991 -0.061684999999999997 0.033845000000000007
decision_type=2 2 2 2 2 2
left_child=-1 -2 -3 5 -5 -4
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leaf_value=0.00021529981221423111 -0.00030798291381997492 -0.0003762491509053654 0.00054364336218590704 0.00026865355263515616 -0.00032812796269497349 0.00012394825163101689
leaf_weight=0.0010132989790236227 0.0014575503901008736 0.0010169280044697972 0.0011216574443782203 0.0011247858098323228 0.0016838448719206601 0.0016810563993064275
leaf_count=568 442 686 434 356 378 257
internal_value=0 -3.26141e-05 2.79392e-05 0.000101189 -8.9132e-05 0.000291912
internal_weight=0 0.00808582 0.00662827 0.00561134 0.00280863 0.00280271
internal_count=3121 2553 2111 1425 734 691
is_linear=0
shrinkage=0.00196078


Tree=6903
num_leaves=6
num_cat=0
split_feature=150 0 1 15 4
split_gain=1.10367e-05 2.65575e-05 4.57435e-05 4.64249e-05 7.35672e-05
threshold=0.081835000000000019 -0.11756999999999999 0.11146500000000002 0.088235000000000022 -0.14098499999999997
decision_type=2 2 2 2 2
left_child=1 -1 3 4 -3
right_child=-2 2 -4 -5 -6
leaf_value=-0.011652635658402405 0.0077816415047278547 0.0045874181235089793 0.019796014299980225 0.014497746040923713 -0.02811269322335945
leaf_weight=0.001939567118305079 0.0014844230210297356 0.0015561697552445414 0.0011338669124732062 0.0010863889918615198 0.00123320647862946
leaf_count=338 420 220 294 622 1227
internal_value=0 -0.00171743 0.00212915 -0.00303934 -0.00986957
internal_weight=0 0.0069492 0.00500963 0.00387577 0.00278938
internal_count=3121 2701 2363 2069 1447
is_linear=0
shrinkage=0.1


Tree=6904
num_leaves=6
num_cat=0
split_feature=4 42 43 16 16
split_gain=1.12744e-05 2.04417e-05 4.82e-05 2.83667e-05 3.72621e-05
threshold=0.24564500000000003 -1.0000000180025095e-35 -0.074359999999999996 0.054560000000000004 -0.094359999999999986
decision_type=2 2 2 2 2
left_child=1 -1 -3 4 -4
right_child=-2 2 3 -5 -6
leaf_value=-0.013708067978407793 0.0069167975832412146 0.015843723007840319 -0.014760363677108857 -0.018255775226403065 0.0094850739641847842
leaf_weight=0.0012105918356684767 0.0018236124324582503 0.0015076559193532828 0.0010142278521535692 0.0011679262405349692 0.0016902923763559149
leaf_count=797 426 785 168 277 668
internal_value=0 -0.0019675 0.000674273 -0.00523163 0.000392741
internal_weight=0 0.00659069 0.0053801 0.00387245 0.00270452
internal_count=3121 2695 1898 1113 836
is_linear=0
shrinkage=0.1


Tree=6905
num_leaves=6
num_cat=0
split_feature=43 4 0 15 16
split_gain=9.98934e-06 3.08943e-05 4.03205e-05 3.06062e-05 3.99451e-05
threshold=-0.24021999999999996 -0.35136499999999998 -0.060129999999999996 -0.0063699999999999989 -0.089669999999999986
decision_type=2 2 2 2 2
left_child=-1 -2 3 4 -3
right_child=1 2 -4 -5 -6
leaf_value=-0.0089574166639193476 -0.013672515262986816 0.0042883933983267463 0.021999807781308299 0.01058866619744183 -0.018179576928698829
leaf_weight=0.0010924022177772963 0.0011601249775967234 0.0018224809564292863 0.0010464930138799457 0.0018804871820908894 0.0013984926049128647
leaf_count=166 225 486 315 1106 823
internal_value=0 0.00129503 0.00411942 0.00045151 -0.00546682
internal_weight=0 0.00730808 0.00614795 0.00510146 0.00322097
internal_count=3121 2955 2730 2415 1309
is_linear=0
shrinkage=0.1


Tree=6906
num_leaves=8
num_cat=0
split_feature=50 15 16 2 133 52 4
split_gain=1.8607e-05 3.92537e-05 3.91381e-05 4.50208e-05 5.49729e-05 9.0937e-05 7.05211e-05
threshold=0.079410000000000008 -0.15026499999999995 -0.36241499999999999 0.10644500000000001 1.0000000180025095e-35 0.0031350000000000002 0.0052350000000000009
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 6 -4
right_child=-2 2 3 -5 -6 -7 -8
leaf_value=0.00037995836896011421 -0.00025341759227493908 -0.00034958084519506698 -0.00049239575811263177 0.00035686147877579325 -0.00045185614428123062 0.00055872152169467572 0.00015263673795112284
leaf_weight=0.0010360359129840792 0.0010557155015630407 0.0012121099313184341 0.001165803082250812 0.0013179923954801049 0.0010365500569971776 0.0010145413483886204 0.001477576734744902
leaf_count=318 609 216 439 351 605 440 143
internal_value=0 2.30287e-05 -2.81566e-05 3.66424e-05 -5.32604e-05 5.96902e-05 -0.00013184
internal_weight=0 0.00826061 0.00722457 0.00601246 0.00469447 0.00365792 0.00264338
internal_count=3121 2512 2194 1978 1627 1022 582
is_linear=0
shrinkage=0.00196078


Tree=6907
num_leaves=7
num_cat=0
split_feature=15 49 0 49 42 4
split_gain=2.33907e-05 5.22258e-05 7.20582e-05 3.82563e-05 6.25227e-05 9.17025e-05
threshold=-0.031204999999999997 -0.043469999999999995 -0.10836499999999999 -0.006494999999999999 0.086325000000000013 -0.084369999999999987
decision_type=2 2 2 2 2 2
left_child=1 -1 -3 -2 5 -5
right_child=3 2 -4 4 -6 -7
leaf_value=0.00046345312274586486 -0.00040773511323180783 -0.00031694527123484763 0.00025866202605396486 -0.00021646429798858303 -0.00042066725875652028 0.00049383380917751303
leaf_weight=0.0011113017111823533 0.0011860830580897796 0.001660950247293122 0.0016838561657078449 0.0013660363209511675 0.0010177869314227394 0.0014307016383680981
leaf_count=259 280 246 890 451 560 435
internal_value=0 9.51852e-05 -2.71707e-05 -0.000100173 -4.54025e-06 0.000146896
internal_weight=0 0.00445611 0.00334481 0.00500061 0.00381452 0.00279674
internal_count=3121 1395 1136 1726 1446 886
is_linear=0
shrinkage=0.00196078


Tree=6908
num_leaves=6
num_cat=0
split_feature=484 49 0 16 52
split_gain=1.01491e-05 2.06066e-05 3.77129e-05 4.07648e-05 6.40257e-05
threshold=0.064170000000000019 -0.081404999999999991 -0.11756999999999999 -0.056919999999999991 0.091275000000000009
decision_type=2 2 2 2 2
left_child=1 -1 -3 -4 -5
right_child=-2 2 3 4 -6
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leaf_weight=0.0010908093050515984 0.0010074895818368811 0.0019605244110029642 0.0019503030787215584 0.0011394710441901242 0.0012724300349915615
leaf_count=213 406 341 1195 762 204
internal_value=0 -0.00132761 -0.00351746 0.00166011 -0.00703272
internal_weight=0 0.00741354 0.00632273 0.0043622 0.0024119
internal_count=3121 2715 2502 2161 966
is_linear=0
shrinkage=0.1


Tree=6909
num_leaves=8
num_cat=0
split_feature=50 15 4 48 52 13 4
split_gain=1.90765e-05 3.59041e-05 4.06219e-05 4.28254e-05 3.88913e-05 5.26468e-05 4.83905e-05
threshold=0.079410000000000008 -0.15026499999999995 0.23246000000000003 0.091545000000000015 -0.088204999999999992 -0.014169999999999999 -0.033174999999999989
decision_type=2 2 2 2 2 2 2
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right_child=-2 2 -4 -5 5 6 -8
leaf_value=0.00037617673987248699 -0.00024786564389504525 -0.00033097099128896019 -0.00037863822077295291 0.00038933351230435417 -0.00022183271753344939 -4.2422702897961035e-05 0.0005383402421640579
leaf_weight=0.0010258529452695031 0.0010471856142309369 0.001263194930269725 0.0010185462134575246 0.0011274461382480821 0.0014532900769998565 0.0010639216565054834 0.0011454775123267221
leaf_count=318 609 481 169 225 801 359 159
internal_value=0 3.33733e-05 -1.63541e-05 4.46046e-05 -3.42976e-05 6.80197e-05 0.000258678
internal_weight=0 0.00809773 0.00707188 0.00605333 0.00492588 0.00366269 0.0022094
internal_count=3121 2512 2194 2025 1800 1319 518
is_linear=0
shrinkage=0.00196078


Tree=6910
num_leaves=7
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split_feature=52 160 4 2 16 52
split_gain=1.11174e-05 3.43381e-05 2.53747e-05 2.33373e-05 7.80264e-05 2.16576e-05
threshold=-0.046924999999999988 -1.0000000180025095e-35 0.0052350000000000009 0.11018500000000002 -0.15241499999999997 0.090245000000000006
decision_type=2 2 2 2 2 2
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leaf_weight=0.0013354722999016691 0.0010677828487056073 0.0012980600903650516 0.0012221905172304624 0.0013770886248315926 0.0010888618720868719 0.0010283767407376536
leaf_count=726 743 201 227 251 709 264
internal_value=0 -0.00244306 0.00545872 0.00117019 -0.00326096 -0.015096
internal_weight=0 0.00586017 0.00255766 0.00479239 0.0034153 0.00211724
internal_count=3121 2168 953 1425 1174 973
is_linear=0
shrinkage=0.1


Tree=6911
num_leaves=7
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split_feature=13 16 43 47 3 4
split_gain=1.13576e-05 2.11725e-05 4.13604e-05 3.60213e-05 3.14217e-05 5.43553e-05
threshold=-0.23438999999999996 0.23311500000000004 -0.09225499999999999 0.090280000000000013 -0.082974999999999979 0.0061450000000000003
decision_type=2 2 2 2 2 2
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leaf_weight=0.0010728297596833301 0.001266109670369016 0.0011696664368582368 0.0010430003779814717 0.0010428675556931363 0.0013340026014988088 0.0014709414422747855
leaf_count=169 396 417 716 206 875 342
internal_value=0 -0.00144585 -0.00378891 0.000381278 0.00484903 -0.000661333
internal_weight=0 0.00732659 0.00615692 0.00489081 0.00384794 0.00280494
internal_count=3121 2952 2535 2139 1933 1217
is_linear=0
shrinkage=0.1


Tree=6912
num_leaves=6
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split_feature=15 12 12 3 1
split_gain=9.29937e-06 2.612e-05 5.30955e-05 5.14131e-05 4.86759e-05
threshold=0.088655000000000025 0.099815000000000015 0.084100000000000022 0.10893000000000001 0.094385000000000011
decision_type=2 2 2 2 2
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leaf_weight=0.0018253567112912407 0.0012020979118326815 0.0012593028591349606 0.0016183956015486615 0.0014670821548970845 0.001008591452889654
leaf_count=415 683 300 1177 223 323
internal_value=0 0.00132785 -0.00145435 0.00435524 0.0122217
internal_weight=0 0.00717873 0.00591943 0.00430103 0.00283395
internal_count=3121 2438 2138 961 738
is_linear=0
shrinkage=0.1


Tree=6913
num_leaves=7
num_cat=0
split_feature=484 48 2 4 2 16
split_gain=2.24017e-05 2.36298e-05 2.88687e-05 5.61703e-05 3.95563e-05 2.81828e-05
threshold=0.073690000000000019 0.092475000000000016 0.10912000000000001 0.16173500000000005 0.090675000000000019 -0.056919999999999991
decision_type=2 2 2 2 2 2
left_child=1 2 3 4 5 -1
right_child=-2 -3 -4 -5 -6 -7
leaf_value=6.752971903110119e-05 0.00025452481164277724 0.00015330547757669652 0.00017783238787822658 0.00025438436150085147 -0.00051456885672298029 -0.00033727285650419911
leaf_weight=0.0014414868789767445 0.0011049881239557488 0.0018325841497747282 0.0011771476738246306 0.0010032395391195133 0.001520314317396256 0.0012216148416174103
leaf_count=818 394 336 400 187 473 513
internal_value=0 -4.28838e-05 -9.93804e-05 -0.000162296 -0.000262221 -0.000118161
internal_weight=0 0.00819639 0.0063638 0.00518666 0.00418342 0.0026631
internal_count=3121 2727 2391 1991 1804 1331
is_linear=0
shrinkage=0.00196078


Tree=6914
num_leaves=8
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split_feature=52 52 160 133 42 47 16
split_gain=4.55263e-05 4.57841e-05 7.83102e-05 3.61855e-05 7.12812e-05 6.71667e-05 6.78891e-05
threshold=-0.24456499999999998 -0.081429999999999989 0.050340000000000003 1.0000000180025095e-35 0.08623500000000002 0.09550500000000002 -0.008904999999999998
decision_type=2 2 2 2 2 2 2
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leaf_count=364 407 640 216 782 466 109 137
internal_value=0 4.00865e-05 -1.29543e-05 6.90783e-05 0.000145791 1.02295e-05 -0.000156707
internal_weight=0 0.00876881 0.00769094 0.0065628 0.0051368 0.00382074 0.00270529
internal_count=3121 2757 2350 2134 1352 886 777
is_linear=0
shrinkage=0.00196078


Tree=6915
num_leaves=6
num_cat=0
split_feature=4 42 49 0 52
split_gain=1.04199e-05 2.3545e-05 3.14123e-05 3.18209e-05 3.69167e-05
threshold=0.27287000000000006 0.092145000000000019 -0.00064499999999999985 -0.083914999999999976 0.08976000000000002
decision_type=2 2 2 2 2
left_child=1 2 -1 -4 -5
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internal_value=0 -0.00153814 0.000847079 0.00569463 -0.00190143
internal_weight=0 0.00711707 0.00607273 0.00417575 0.0023764
internal_count=3121 2769 2225 1708 894
is_linear=0
shrinkage=0.1


Tree=6916
num_leaves=8
num_cat=0
split_feature=47 43 16 16 12 2 2
split_gain=2.97967e-05 4.59834e-05 0.000105977 8.46602e-05 8.92102e-05 5.79793e-05 4.63879e-05
threshold=0.11926500000000002 -0.15582499999999996 0.22339500000000004 0.013515000000000001 0.090695000000000012 0.088225000000000012 0.092480000000000021
decision_type=2 2 2 2 2 2 2
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internal_value=0 2.77154e-05 -3.37463e-05 6.4909e-05 -3.87009e-05 8.98178e-05 0.000260686
internal_weight=0 0.00848068 0.00717966 0.00612858 0.00509812 0.0040932 0.00266465
internal_count=3121 3009 2774 2399 2123 1528 565
is_linear=0
shrinkage=0.00196078


Tree=6917
num_leaves=6
num_cat=0
split_feature=484 49 0 16 52
split_gain=1.18945e-05 2.1338e-05 3.4771e-05 3.57718e-05 6.08037e-05
threshold=0.065750000000000017 -0.081404999999999991 -0.11756999999999999 -0.056919999999999991 0.091275000000000009
decision_type=2 2 2 2 2
left_child=1 -1 -3 -4 -5
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leaf_weight=0.0010924989674109152 0.0010014809545849735 0.00196163684825336 0.0019419757367645043 0.0011396844590412392 0.0012732637303574938
leaf_count=213 402 341 1196 765 204
internal_value=0 -0.0014282 -0.00366006 0.00131946 -0.00681123
internal_weight=0 0.00740906 0.00631656 0.00435492 0.00241295
internal_count=3121 2719 2506 2165 969
is_linear=0
shrinkage=0.1


Tree=6918
num_leaves=6
num_cat=0
split_feature=52 160 15 42 13
split_gain=1.1332e-05 3.07598e-05 2.38381e-05 2.30098e-05 2.89291e-05
threshold=-0.046924999999999988 -1.0000000180025095e-35 -0.053579999999999996 0.088060000000000013 -0.0039049999999999992
decision_type=2 2 2 2 2
left_child=2 -2 -1 4 -3
right_child=1 3 -4 -5 -6
leaf_value=0.015101502544432556 -0.017850064285422764 -0.013608093057920182 -0.0042278791174185952 0.011876372997326065 0.0049129360261824873
leaf_weight=0.0012867079761231658 0.0010636704729105511 0.0015383888214258305 0.0012655586583245509 0.0013739571594346325 0.001866623288140096
leaf_count=516 743 595 437 449 381
internal_value=0 -0.00247027 0.0055169 0.00095286 -0.00345489
internal_weight=0 0.00584264 0.00255227 0.00477897 0.00340501
internal_count=3121 2168 953 1425 976
is_linear=0
shrinkage=0.1


Tree=6919
num_leaves=7
num_cat=0
split_feature=160 133 13 2 2 52
split_gain=1.10562e-05 2.70405e-05 4.04216e-05 5.25682e-05 2.85652e-05 3.25474e-05
threshold=-0.081069999999999989 -0.0061299999999999992 -0.073839999999999975 0.10381000000000001 0.083215000000000011 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2
left_child=-1 -2 3 -3 -4 -6
right_child=1 2 4 -5 5 -7
leaf_value=0.0088070541871403778 -0.016755293880724425 0.028202990227113357 0.0065470382485196283 -0.0037988225566638716 -0.023758716519110927 -0.0014224881724425797
leaf_weight=0.0012093548197889062 0.0010032405483284173 0.0010398971853500323 0.001446849223211802 0.0010136516062766022 0.0011331752886459389 0.0015375409790791676
leaf_count=649 718 479 325 201 371 378
internal_value=0 -0.00152898 0.000946374 0.0124066 -0.00476916 -0.0108997
internal_weight=0 0.00717435 0.00617111 0.00205355 0.00411757 0.00267072
internal_count=3121 2472 1754 680 1074 749
is_linear=0
shrinkage=0.1


Tree=6920
num_leaves=8
num_cat=0
split_feature=484 457 1 4 0 3 2
split_gain=2.36214e-05 3.36637e-05 5.03797e-05 4.68409e-05 6.35201e-05 3.69535e-05 2.19824e-05
threshold=0.084040000000000017 0.045365000000000009 0.12500000000000003 -0.082109999999999975 -0.10011499999999998 1.0000000180025095e-35 0.097070000000000004
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 6 5 -5 -1
right_child=-2 -3 -4 4 -6 -7 -8
leaf_value=0.00028684727965633971 0.00027513811600506278 0.00028353740222236701 0.00028952446074874074 0.00011015318562839826 -0.00061538190692284761 -0.00035963561145691751 -0.00011288783538060282
leaf_weight=0.0010005081190497004 0.0010062154262519959 0.001060554264985001 0.0011336384532921262 0.0014287139247985401 0.0014353895626488182 0.001171655025749032 0.0011221472874228706
leaf_count=504 368 226 224 222 1304 122 151
internal_value=0 -4.28687e-05 -9.03411e-05 -0.000160267 -0.000284285 -0.000101521 7.55263e-05
internal_weight=0 0.00835261 0.00729205 0.00615841 0.00403576 0.00260037 0.00212266
internal_count=3121 2753 2527 2303 1648 344 655
is_linear=0
shrinkage=0.00196078


Tree=6921
num_leaves=6
num_cat=0
split_feature=150 15 43 43 15
split_gain=1.17407e-05 2.48714e-05 4.61635e-05 3.81487e-05 3.48546e-05
threshold=0.081835000000000019 -0.037864999999999989 -0.084004999999999982 0.016310000000000002 -0.10653
decision_type=2 2 2 2 2
left_child=1 4 -3 -4 -1
right_child=-2 2 3 -5 -6
leaf_value=-0.00039604267212227183 0.0080216660727609797 0.017248325042402368 -0.016425187784087782 0.0070285785143754638 -0.024032206336368125
leaf_weight=0.0016400754027779707 0.0014859427788763546 0.0014760806751543455 0.001380304225822717 0.0013938143375815761 0.0010069203159954868
leaf_count=483 420 375 926 299 618
internal_value=0 -0.00177802 0.00296097 -0.00464119 -0.00938727
internal_weight=0 0.00689719 0.0042502 0.00277412 0.002647
internal_count=3121 2701 1600 1225 1101
is_linear=0
shrinkage=0.1


Tree=6922
num_leaves=7
num_cat=0
split_feature=4 4 3 2 3 13
split_gain=2.08227e-05 3.52359e-05 3.86572e-05 4.62407e-05 6.1967e-05 3.73263e-05
threshold=0.27287000000000006 0.098655000000000007 -0.078934999999999991 0.083215000000000011 0.096675000000000011 -0.0039049999999999992
decision_type=2 2 2 2 2 2
left_child=1 2 5 -4 -5 -1
right_child=-2 -3 3 4 -6 -7
leaf_value=-0.00046299020681146583 0.00021389290195463279 -0.00030760740193498269 0.00045224005559021778 -0.00037358420438472534 0.00023917758663189926 4.4329952075694103e-05
leaf_weight=0.0010103088254412589 0.0014008869279962142 0.0015748088920701179 0.0012396194171314188 0.0010601047174744211 0.0015804704976124934 0.0012443174113443791
leaf_count=1115 352 195 296 530 178 455
internal_value=0 -4.59743e-05 2.11869e-05 0.000139833 -6.82626e-06 -0.000183003
internal_weight=0 0.00770963 0.00613482 0.00388019 0.00264058 0.00225463
internal_count=3121 2769 2574 1004 708 1570
is_linear=0
shrinkage=0.00196078


Tree=6923
num_leaves=7
num_cat=0
split_feature=1 4 15 47 48 0
split_gain=1.2687e-05 3.91777e-05 2.58291e-05 3.82388e-05 3.32214e-05 2.30362e-06
threshold=0.077565000000000009 -0.082109999999999975 0.013270000000000002 0.087235000000000021 0.085130000000000025 -0.10324499999999999
decision_type=2 2 2 2 2 2
left_child=1 -1 3 4 -2 -5
right_child=2 -3 -4 5 -6 -7
leaf_value=0.0050404020577642311 0.022897404833650981 -0.018980374170909687 -0.011813185457316831 -0.0079032684741202949 -0.00022770835353683441 -0.0011386451746546844
leaf_weight=0.0015317313057764995 0.0015857871208518567 0.001219641106820779 0.001009511716826836 0.0010028393589270551 0.0010213287658051738 0.0010108405249871484
leaf_count=424 583 1212 423 90 184 205
internal_value=0 -0.00560764 0.00267758 0.0058434 0.0138382 -0.00450752
internal_weight=0 0.00275137 0.00563031 0.0046208 0.00260712 0.00201368
internal_count=3121 1636 1485 1062 767 295
is_linear=0
shrinkage=0.1


Tree=6924
num_leaves=5
num_cat=0
split_feature=48 1 4 3
split_gain=1.17408e-05 4.47021e-05 5.44398e-05 3.57831e-05
threshold=0.092475000000000016 0.111945 -0.0016099999999999997 -0.078934999999999991
decision_type=2 2 2 2
left_child=1 2 3 -1
right_child=-2 -3 -4 -5
leaf_value=-0.0089612610629696398 0.0071768792574544958 0.013299420454498518 -0.019896845548168909 0.012128966520893764
leaf_weight=0.0016235474136241824 0.0017767954699071352 0.0014833242287767235 0.0018889915046795889 0.0015946311595418201
leaf_count=1278 365 374 577 527
internal_value=0 -0.00198246 -0.00642093 0.0014891
internal_weight=0 0.00659049 0.00510717 0.00321818
internal_count=3121 2756 2382 1805
is_linear=0
shrinkage=0.1


Tree=6925
num_leaves=6
num_cat=0
split_feature=13 16 0 16 16
split_gain=1.14304e-05 2.25074e-05 4.90704e-05 2.63701e-05 5.53067e-05
threshold=0.18141000000000002 0.22339500000000004 -0.077999999999999986 -0.088159999999999988 -0.27167499999999994
decision_type=2 2 2 2 2
left_child=1 2 3 4 -1
right_child=-2 -3 -4 -5 -6
leaf_value=-0.0069998488027235156 -0.0096213256641148864 -0.011655790612211159 0.017895748908290782 -0.011411992267949041 0.022711754791295734
leaf_weight=0.001631002835793296 0.0010824789495457827 0.0011185109479627982 0.0017560970766780726 0.0017480067630462866 0.0010172598415148469
leaf_count=303 162 410 688 1108 450
internal_value=0 0.00139299 0.00376529 -0.00187915 0.00441308
internal_weight=0 0.00727088 0.00615237 0.00439627 0.00264826
internal_count=3121 2959 2549 1861 753
is_linear=0
shrinkage=0.1


Tree=6926
num_leaves=7
num_cat=0
split_feature=457 15 43 2 2 3
split_gain=1.08708e-05 2.49822e-05 2.89874e-05 4.75388e-05 3.50525e-05 3.03807e-05
threshold=0.045365000000000009 0.088655000000000025 -0.074359999999999996 0.088225000000000012 0.10613000000000002 -0.08824499999999999
decision_type=2 2 2 2 2 2
left_child=1 2 5 -4 -5 -1
right_child=-2 -3 3 4 -6 -7
leaf_value=-0.0019374576206993141 0.009342849591676217 -0.015405057446119034 -0.021957512260355125 0.016759824195875007 -0.0057801266513187108 0.021890464990311422
leaf_weight=0.0010304869260580034 0.0010775062588702479 0.0010863614977434473 0.0010756554638006273 0.0010979105457843039 0.0018567490822597001 0.0011130424651208367
leaf_count=272 289 662 596 276 360 666
internal_value=0 -0.00142105 0.0010396 -0.00395755 0.00259541 0.0104354
internal_weight=0 0.00726021 0.00617384 0.00403032 0.00295466 0.00214353
internal_count=3121 2832 2170 1232 636 938
is_linear=0
shrinkage=0.1


Tree=6927
num_leaves=7
num_cat=0
split_feature=50 4 4 12 49 52
split_gain=1.94336e-05 3.04803e-05 2.53807e-05 3.1018e-05 3.90402e-05 3.7279e-05
threshold=0.079410000000000008 0.36766000000000004 0.098655000000000007 0.084225000000000008 -0.006494999999999999 0.08976000000000002
decision_type=2 2 2 2 2 2
left_child=1 2 3 4 -1 -5
right_child=-2 -3 -4 5 -6 -7
leaf_value=-9.8042817532478517e-05 -0.00025964807863386056 0.00033268178723454072 -0.00023858418163222393 -0.0004093503130894843 0.00036040350178530046 0.00010444667737810468
leaf_weight=0.0011923233568904509 0.0010120876524132771 0.0010937453471447445 0.00156950194249792 0.0010025007766084567 0.0017807864183777566 0.0011843223555619226
leaf_count=220 609 303 218 1025 360 386
internal_value=0 2.90979e-05 -2.0244e-05 4.61687e-05 0.00017655 -0.000131092
internal_weight=0 0.00782318 0.00672943 0.00515993 0.00297311 0.00218682
internal_count=3121 2512 2209 1991 580 1411
is_linear=0
shrinkage=0.00196078


Tree=6928
num_leaves=8
num_cat=0
split_feature=13 48 0 2 16 42 3
split_gain=2.182e-05 2.30507e-05 4.31572e-05 2.80678e-05 4.62338e-05 2.89388e-05 2.73834e-05
threshold=-0.23438999999999996 0.11280000000000003 -0.17169499999999996 0.090675000000000019 0.0057500000000000008 -1.0000000180025095e-35 -0.078934999999999991
decision_type=2 2 2 2 2 2 2
left_child=-1 2 -2 5 -5 -4 -7
right_child=1 -3 3 4 -6 6 -8
leaf_value=0.00024392382043914845 0.00033475208211605474 -0.00031294134579934918 -0.00022861753227242757 -0.0004957189054238157 5.213780668569288e-05 -4.524773929444122e-05 0.00037817464932150748
leaf_weight=0.0011716005695899803 0.0012113483969300723 0.0010529948418583519 0.0010503981049034853 0.0012486043424248963 0.0011265578073690709 0.0011946143320960244 0.0011549267667693274
leaf_count=169 142 126 535 610 422 768 349
internal_value=0 -4.24997e-05 -1.73881e-06 -7.2319e-05 -0.000235866 4.19334e-05 0.000162887
internal_weight=0 0.00803944 0.00698645 0.0057751 0.00237516 0.00339994 0.00234954
internal_count=3121 2952 2826 2684 1032 1652 1117
is_linear=0
shrinkage=0.00196078


Tree=6929
num_leaves=6
num_cat=0
split_feature=42 160 151 12 16
split_gain=1.1281e-05 1.5095e-05 2.70678e-05 4.20825e-05 6.21588e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.0083949999999999979 0.092355000000000007 -0.056919999999999991
decision_type=2 2 2 2 2
left_child=-1 -2 -3 4 -4
right_child=1 2 3 -5 -6
leaf_value=-0.0081827946452206878 -0.0071971134862608352 -0.010644234152503512 0.024370476643731112 -0.0075755380773482985 -0.0051962851814838862
leaf_weight=0.0014118699969281967 0.0015158976185271344 0.0010133818053378076 0.0019938809367364124 0.0013058571331272563 0.0011051519196667
leaf_count=862 828 300 444 413 274
internal_value=0 0.00162382 0.00409169 0.00748182 0.0138266
internal_weight=0 0.00693417 0.00541827 0.00440489 0.00309903
internal_count=3121 2259 1431 1131 718
is_linear=0
shrinkage=0.1


Tree=6930
num_leaves=7
num_cat=0
split_feature=13 0 48 133 16 4
split_gain=3.48292e-05 3.80829e-05 4.69227e-05 3.57643e-05 7.7315e-05 2.42262e-05
threshold=-0.23438999999999996 -0.10607499999999999 0.086035000000000014 0.083950000000000011 0.023255000000000001 0.15285000000000001
decision_type=2 2 2 2 2 2
left_child=-1 2 5 4 -3 -2
right_child=1 3 -4 -5 -6 -7
leaf_value=0.00030802624260525444 0.00052349122753864857 -0.00051370367716895027 -0.00016982371747402381 0.00013585393234548648 4.900132257226738e-05 9.3563176982808927e-05
leaf_weight=0.0012451631621319759 0.0010003270551979127 0.0019794851062120214 0.0013092995987640625 0.0012507732470755867 0.0017856036726648624 0.0010154270148296403
leaf_count=169 177 1129 140 915 442 149
internal_value=0 -4.3536e-05 0.000119192 -0.00015141 -0.000246839 0.000306917
internal_weight=0 0.00834092 0.00332505 0.00501586 0.00376509 0.00201575
internal_count=3121 2952 466 2486 1571 326
is_linear=0
shrinkage=0.00196078


Tree=6931
num_leaves=7
num_cat=0
split_feature=13 16 52 2 1 52
split_gain=1.1225e-05 2.15206e-05 4.02214e-05 3.93525e-05 3.83099e-05 3.86747e-05
threshold=-0.23438999999999996 0.23311500000000004 0.090245000000000006 0.11215000000000001 0.095285000000000022 -0.0064899999999999992
decision_type=2 2 2 2 2 2
left_child=-1 2 3 4 5 -2
right_child=1 -3 -4 -5 -6 -7
leaf_value=0.0095245010959482956 -0.015673901713752714 0.011002806581093573 -0.018496160102327779 -0.016337677665485432 0.020608633128332342 0.0095629734134179707
leaf_weight=0.0010722888006350411 0.0010757219380864358 0.0011680249221850836 0.0014290783107443975 0.0010542403581924546 0.0011591061705294356 0.0013942984504130827
leaf_count=169 560 417 687 210 270 808
internal_value=0 -0.00143456 -0.00381121 0.000669739 0.0056103 -0.00142797
internal_weight=0 0.00728047 0.00611245 0.00468337 0.00362913 0.00247002
internal_count=3121 2952 2535 1848 1638 1368
is_linear=0
shrinkage=0.1


Tree=6932
num_leaves=6
num_cat=0
split_feature=4 16 48 0 15
split_gain=1.12435e-05 2.18267e-05 2.64711e-05 3.02349e-05 1.66552e-05
threshold=0.27287000000000006 -0.092484999999999984 0.084855000000000014 -0.053834999999999994 -0.03241999999999999
decision_type=2 2 2 2 2
left_child=1 4 3 -3 -1
right_child=-2 2 -4 -5 -6
leaf_value=-0.0011233852581541499 0.0086181032156203916 0.0065868197807438513 0.0150376157962007 -0.011520068350606632 -0.018657553833542222
leaf_weight=0.0010772404314685856 0.0012748197631029913 0.0019284607187795861 0.0011971847788622369 0.0017673317955966294 0.0010897384392957543
leaf_count=299 352 1555 404 306 205
internal_value=0 -0.00158593 0.00211435 -0.00207191 -0.00994103
internal_weight=0 0.00705996 0.00489298 0.00369579 0.00216698
internal_count=3121 2769 2265 1861 504
is_linear=0
shrinkage=0.1


Tree=6933
num_leaves=6
num_cat=0
split_feature=42 157 42 0 1
split_gain=2.05734e-05 3.28215e-05 4.34288e-05 4.61226e-05 4.53986e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 0.092145000000000019 -0.060129999999999996 0.094385000000000011
decision_type=2 2 2 2 2
left_child=-1 -2 3 4 -3
right_child=1 2 -4 -5 -6
leaf_value=-0.00020648663098620472 -0.00027653313712200828 -0.00015471930750959919 -0.00021769304068501306 0.00046931274501849985 0.00027136015469226687
leaf_weight=0.0015878118062952248 0.0010934287612505084 0.0019191890815243137 0.0013964603005941698 0.0014479308933722456 0.00192657647737137
leaf_count=862 504 654 592 203 306
internal_value=0 3.84172e-05 8.98922e-05 0.000171032 5.87297e-05
internal_weight=0 0.00778359 0.00669016 0.0052937 0.00384577
internal_count=3121 2259 1755 1163 960
is_linear=0
shrinkage=0.00196078


Tree=6934
num_leaves=8
num_cat=0
split_feature=47 4 151 4 13 13 13
split_gain=3.84786e-05 5.61276e-05 5.45976e-05 4.16022e-05 6.21101e-05 3.43523e-05 1.64149e-05
threshold=0.12431000000000002 0.40473500000000007 -0.016164999999999995 -0.0029599999999999995 -0.014169999999999999 -0.074044999999999986 0.016935000000000002
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 5 -5 -4 -7
right_child=-2 -3 3 4 -6 6 -8
leaf_value=0.00032519441465616732 -0.00037483690067348434 0.00043578321109193942 0.00025549115650264239 -0.00066731979704169934 -4.6374491251169342e-05 -0.00030982080983460393 3.712262471101736e-05
leaf_weight=0.0013444156734943868 0.0010136869090310472 0.0011327374191516543 0.0014699666449088499 0.0010528235770381122 0.0015041051408801612 0.0010430962411563161 0.001054163126190204
leaf_count=466 91 289 625 386 227 741 296
internal_value=0 2.90684e-05 -3.26169e-05 -0.000111166 -0.000302051 2.56569e-05 -0.000135434
internal_weight=0 0.00860131 0.00746857 0.00612415 0.00255693 0.00356723 0.00209726
internal_count=3121 3030 2741 2275 613 1662 1037
is_linear=0
shrinkage=0.00196078


Tree=6935
num_leaves=6
num_cat=0
split_feature=42 43 16 52 15
split_gain=1.03138e-05 1.53044e-05 2.4162e-05 2.52724e-05 3.3335e-05
threshold=-1.0000000180025095e-35 -0.074359999999999996 0.061255000000000011 -0.049749999999999996 -0.10469999999999999
decision_type=2 2 2 2 2
left_child=-1 -2 3 -3 -5
right_child=1 2 -4 4 -6
leaf_value=-0.0078040517750111189 0.0092706805558780553 0.015854319240833244 -0.013740269409538272 -0.017008276601444043 0.005661977024426855
leaf_weight=0.0014196022598553246 0.0018746179967490699 0.0010408933538929199 0.0011942959679276809 0.0010040890012889463 0.0018321198383614765
leaf_count=862 903 161 277 207 711
internal_value=0 0.00155014 -0.00130372 0.00252721 -0.00236386
internal_weight=0 0.00694602 0.0050714 0.0038771 0.00283621
internal_count=3121 2259 1356 1079 918
is_linear=0
shrinkage=0.1


Tree=6936
num_leaves=7
num_cat=0
split_feature=50 15 4 2 4 52
split_gain=2.54843e-05 3.44738e-05 5.49135e-05 3.6491e-05 4.74008e-05 4.23947e-05
threshold=0.079410000000000008 -0.15026499999999995 0.23246000000000003 0.089775000000000008 -0.064054999999999987 -0.0064899999999999992
decision_type=2 2 2 2 2 2
left_child=1 -1 3 5 -5 -3
right_child=-2 2 -4 4 -6 -7
leaf_value=0.00036829810791085953 -0.00029477780175870373 -0.00038360783116784858 -0.00044147355125169003 -5.0225198607333698e-05 0.00040428322294917455 0.00013076746365735172
leaf_weight=0.0010124775241035482 0.0010498452326029714 0.0012521897031237627 0.0010110840458916626 0.0017388353996201508 0.0017906800253532291 0.0012126190315264692
leaf_count=318 609 484 169 371 551 619
internal_value=0 3.01023e-05 -1.87765e-05 5.25213e-05 0.000180367 -0.000130549
internal_weight=0 0.00801789 0.00700541 0.00599432 0.00352952 0.00246481
internal_count=3121 2512 2194 2025 922 1103
is_linear=0
shrinkage=0.00196078


Tree=6937
num_leaves=7
num_cat=0
split_feature=50 15 4 2 133 16
split_gain=3.14123e-05 3.99113e-05 5.59502e-05 4.40095e-05 5.95759e-05 8.09043e-05
threshold=0.079410000000000008 -0.15914499999999995 0.098655000000000007 0.10644500000000001 1.0000000180025095e-35 0.0065250000000000004
decision_type=2 2 2 2 2 2
left_child=1 -1 3 4 5 -3
right_child=-2 2 -4 -5 -6 -7
leaf_value=0.00038800372118875243 -0.00032207856893011971 -0.00014925731384393852 -0.00031362386081888375 0.00038266512429268581 -0.00042925730114035744 0.00049349699761560574
leaf_weight=0.0010507764961599593 0.0010983259012186655 0.0018416157821194703 0.001869315005042128 0.0013761954466199487 0.0010360499390214091 0.0012735860111195256
leaf_count=306 609 724 277 331 604 270
internal_value=0 3.04195e-05 -2.03786e-05 7.87934e-05 -2.19442e-05 0.00011352
internal_weight=0 0.00844754 0.00739676 0.00552745 0.00415125 0.0031152
internal_count=3121 2512 2206 1929 1598 994
is_linear=0
shrinkage=0.00196078


Tree=6938
num_leaves=7
num_cat=0
split_feature=13 12 48 0 49 3
split_gain=4.43083e-05 4.7119e-05 5.96134e-05 6.67974e-05 5.77126e-05 4.48875e-05
threshold=-0.23438999999999996 -0.010834999999999999 0.11280000000000003 -0.053834999999999994 -0.054319999999999993 -0.076669999999999988
decision_type=2 2 2 2 2 2
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leaf_value=0.00033318880847411637 0.0003261791667883447 -0.00031665045873870292 -0.0005458452278690885 -0.00039519110091170594 -3.9336660063099363e-05 0.00040633438520654218
leaf_weight=0.0012365670787174024 0.0010372037043551476 0.0011087210086303504 0.0010789885332948322 0.0015719509994328662 0.0016391278861834142 0.0018489932025995198
leaf_count=169 345 187 103 374 1489 454
internal_value=0 -6.4709e-05 -0.000120648 -4.62759e-05 7.30403e-05 0.000196906
internal_weight=0 0.00828499 0.00724778 0.00616879 0.00459684 0.00348812
internal_count=3121 2952 2607 2504 2130 1943
is_linear=0
shrinkage=0.00196078


Tree=6939
num_leaves=8
num_cat=0
split_feature=484 1 47 4 0 12 15
split_gain=2.43733e-05 2.50987e-05 3.10382e-05 3.4911e-05 5.94311e-05 4.98159e-05 4.07616e-05
threshold=0.084040000000000017 0.12500000000000003 0.096175000000000024 0.0061450000000000003 -0.084269999999999984 0.087005000000000013 0.024640000000000006
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 4 -1 -5 -6
right_child=-2 -3 -4 5 6 -7 -8
leaf_value=-0.00056168228818417117 0.00027552445990491453 0.00021195594132656672 -0.00040731972800595051 0.00037919278832704962 -0.00020546343107199746 -0.00018532965705616376 0.00029894270661987704
leaf_weight=0.0010248576708492695 0.0010030900000368775 0.0012178337455170255 0.0010306092666871568 0.0014217758658483398 0.0015348900810450337 0.0010410340450196709 0.0010288285460009184
leaf_count=696 368 232 223 227 417 259 699
internal_value=0 -4.80631e-05 -9.27764e-05 -3.92067e-05 -0.000162585 0.000140568 -3.04362e-06
internal_weight=0 0.00829983 0.007082 0.00605139 0.00358858 0.00246281 0.00256372
internal_count=3121 2753 2521 2298 1812 486 1116
is_linear=0
shrinkage=0.00196078


Tree=6940
num_leaves=7
num_cat=0
split_feature=131 16 12 0 4 16
split_gain=2.68899e-05 4.14601e-05 5.01272e-05 6.58736e-05 6.19159e-05 4.47722e-05
threshold=0.084390000000000007 0.0065250000000000004 0.090020000000000017 -0.10224499999999999 0.033845000000000007 0.26799500000000004
decision_type=2 2 2 2 2 2
left_child=1 2 3 4 -1 -3
right_child=-2 5 -4 -5 -6 -7
leaf_value=0.00018695262137718522 -0.0003091097648368383 0.0004456579137694379 -0.00041099704261057221 0.00034540177278703115 -0.00042017291642147084 -4.0874631942918556e-05
leaf_weight=0.0011334704452633966 0.0010140287146734985 0.0015523643068123699 0.0012812821565399424 0.0016003552726147198 0.0015010571637214649 0.0013680066086378816
leaf_count=175 492 362 637 951 219 285
internal_value=0 2.88354e-05 -7.11791e-05 3.16342e-05 -0.000158965 0.000217749
internal_weight=0 0.00843654 0.00551617 0.00423488 0.00263453 0.00292037
internal_count=3121 2629 1982 1345 394 647
is_linear=0
shrinkage=0.00196078


Tree=6941
num_leaves=8
num_cat=0
split_feature=48 48 2 52 12 15 3
split_gain=4.43294e-05 7.15539e-05 5.91194e-05 5.02184e-05 8.61159e-05 3.47683e-05 4.5389e-05
threshold=0.11926500000000002 0.092475000000000016 0.11293500000000002 0.10160000000000001 0.095110000000000014 -0.016799999999999995 -0.078934999999999991
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 4 5 -1 -7
right_child=-2 -3 -4 -5 -6 6 -8
leaf_value=-0.00038631178193123929 -0.00040420546056745623 0.00050739977280831404 0.00035352734781960755 -0.0004839586241551091 0.00045684546389300029 -0.00027814485478227353 0.00025778549489437598
leaf_weight=0.0016240302546307924 0.0010225651906341443 0.0010493166340297365 0.0012333031556810261 0.0011623925890661378 0.0010890423001083923 0.0012411034710292448 0.0011902268628357731
leaf_count=567 117 248 388 440 364 809 188
internal_value=0 2.76664e-05 -3.90956e-05 -0.000115874 -3.27038e-05 -0.000164169 -1.5787e-05
internal_weight=0 0.00858942 0.0075401 0.0063068 0.0051444 0.00405536 0.00243133
internal_count=3121 3004 2756 2368 1928 1564 997
is_linear=0
shrinkage=0.00196078


Tree=6942
num_leaves=8
num_cat=0
split_feature=160 160 133 16 2 0 4
split_gain=2.75754e-05 3.31613e-05 5.33481e-05 4.9025e-05 7.00773e-05 5.31237e-05 6.65764e-05
threshold=-0.087429999999999994 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.36241499999999999 0.10912000000000001 -0.053834999999999994 0.0052350000000000009
decision_type=2 2 2 2 2 2 2
left_child=-1 -2 -3 -4 5 6 -5
right_child=1 2 3 4 -6 -7 -8
leaf_value=0.00029482612289498275 -0.00037893137448675513 -0.00039900105368394559 -0.00024405501667086724 -0.00010430830858908506 0.0005833422876838296 -0.00026888160736602309 0.00054178827649191039
leaf_weight=0.0010001335298725411 0.0010321229907252188 0.0011257318311435243 0.0015325575706015768 0.0012762030424657428 0.0011429185649254646 0.0014334743276864341 0.0011802469384309521
leaf_count=538 432 712 238 662 255 173 111
internal_value=0 -4.89149e-05 -4.62784e-06 6.29931e-05 0.000156493 3.10779e-05 0.000206121
internal_weight=0 0.00872326 0.00769113 0.0065654 0.00503284 0.00388992 0.00245645
internal_count=3121 2583 2151 1439 1201 946 773
is_linear=0
shrinkage=0.00196078


Tree=6943
num_leaves=7
num_cat=0
split_feature=13 48 0 0 4 4
split_gain=1.32726e-05 2.47471e-05 4.03064e-05 2.06644e-05 3.11932e-05 3.6196e-05
threshold=-0.23438999999999996 0.11077000000000002 -0.17169499999999996 -0.10224499999999999 0.015030000000000002 -0.083854999999999985
decision_type=2 2 2 2 2 2
left_child=-1 2 -2 -4 5 -5
right_child=1 -3 3 4 -6 -7
leaf_value=0.010193005841643584 0.0179793888935421 -0.016217266668805932 -0.013849362187796609 0.0039942830124823333 0.012198626356710096 -0.020423966656649389
leaf_weight=0.0010917164056770011 0.0011116994873562628 0.0010036309179468515 0.0013121629839885013 0.0014584360284843369 0.0014676672975802571 0.0010399143694485155
leaf_count=169 140 142 300 541 423 1406
internal_value=0 -0.00161917 0.000673692 -0.00297126 0.000627772 -0.00616958
internal_weight=0 0.00739351 0.00638988 0.00527818 0.00396602 0.00249835
internal_count=3121 2952 2810 2670 2370 1947
is_linear=0
shrinkage=0.1


Tree=6944
num_leaves=7
num_cat=0
split_feature=47 16 4 2 2 12
split_gain=2.25523e-05 7.22524e-05 4.88971e-05 4.52843e-05 4.42683e-05 2.60644e-05
threshold=0.12209500000000001 -0.48836499999999994 0.055260000000000011 0.10912000000000001 0.095195000000000016 0.084225000000000008
decision_type=2 2 2 2 2 2
left_child=1 -1 3 4 5 -3
right_child=-2 2 -4 -5 -6 -7
leaf_value=0.00043011311131623101 -0.00029602886896644534 0.00022179744749243496 -0.00036802889376242345 0.00037460102908114609 -0.00037238615139496779 -0.00012438788603538645
leaf_weight=0.0013547055374912922 0.0010062357978459615 0.0017320991928825914 0.0015822427003202638 0.0011220863398076937 0.0012937046281059953 0.0016165367083814395
leaf_count=251 97 416 407 278 335 1337
internal_value=0 1.40254e-05 -6.27e-05 2.11078e-05 -6.43339e-05 5.46783e-05
internal_weight=0 0.00870138 0.00734667 0.00576443 0.00464234 0.00334864
internal_count=3121 3024 2773 2366 2088 1753
is_linear=0
shrinkage=0.00196078


Tree=6945
num_leaves=8
num_cat=0
split_feature=484 160 133 151 160 133 4
split_gain=5.49362e-05 3.57057e-05 4.84807e-05 4.25797e-05 5.66529e-05 8.92448e-05 6.59848e-05
threshold=0.085515000000000022 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.0083949999999999979 0.041220000000000007 1.0000000180025095e-35 -0.00099499999999999979
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -3 -4 5 6 -5
right_child=-2 2 3 4 -6 -7 -8
leaf_value=-0.00036846002383765915 0.00042412901162766544 -0.00040025040665200406 -0.00028331994557106012 0.00082861557873495557 -0.00027150641496605427 -0.00018906335388213681 0.00020994331451388125
leaf_weight=0.0012264300134696418 0.001012870079023385 0.0010449554943947024 0.001177681020456945 0.0010032361462179338 0.0010880415400626809 0.0013468357874902334 0.0019532102347889087
leaf_count=659 341 709 305 208 235 489 175
internal_value=0 -5.79705e-05 -7.95794e-06 5.44455e-05 0.000128227 0.000229296 0.000419883
internal_weight=0 0.00884039 0.00761396 0.006569 0.00539132 0.00430328 0.00295645
internal_count=3121 2780 2121 1412 1107 872 383
is_linear=0
shrinkage=0.00196078


Tree=6946
num_leaves=8
num_cat=0
split_feature=484 2 4 4 48 2 16
split_gain=1.25511e-05 2.1086e-05 7.67175e-05 3.86859e-05 4.76605e-05 5.18564e-05 3.27579e-05
threshold=0.073690000000000019 0.10912000000000001 0.053925000000000008 0.16173500000000005 0.083685000000000009 0.090675000000000019 -0.056919999999999991
decision_type=2 2 2 2 2 2 2
left_child=1 3 -3 4 5 6 -1
right_child=-2 2 -4 -5 -6 -7 -8
leaf_value=0.0058300719074068927 0.010323555078463243 0.026921843571936513 -0.010860647452791469 0.011537785256654021 0.0095584454342954473 -0.032953355313653288 -0.019171443423395433
leaf_weight=0.0010976185881363598 0.0010153131609568636 0.0010099687958206799 0.0011486149869911948 0.0011296742024552598 0.0010164213941337543 0.0010943578873340689 0.0010029058216838235
leaf_count=761 394 267 280 204 345 417 453
internal_value=0 -0.00152354 0.00681721 -0.00489449 -0.00930242 -0.0153028 -0.00610703
internal_weight=0 0.00749956 0.00215858 0.00534098 0.0042113 0.00319488 0.00210052
internal_count=3121 2727 547 2180 1976 1631 1214
is_linear=0
shrinkage=0.1


Tree=6947
num_leaves=7
num_cat=0
split_feature=13 48 1 48 0 16
split_gain=1.28045e-05 2.25288e-05 3.98924e-05 3.10038e-05 5.56993e-05 5.12267e-05
threshold=-0.23438999999999996 0.11077000000000002 0.111945 0.083985000000000018 -0.10224499999999999 -0.056919999999999991
decision_type=2 2 2 2 2 2
left_child=-1 2 3 4 -2 -6
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leaf_value=0.010042919033790057 -0.027544571942570463 -0.015500496265334732 0.015265670744206634 0.010354166083573755 0.011638968353172026 -0.01612460174339499
leaf_weight=0.0010851784846342589 0.0010597947961740904 0.0010058632390095249 0.0014377075784093602 0.0011983911351178293 0.0015208165596255826 0.0011803976618029427
leaf_count=169 275 142 302 366 960 907
internal_value=0 -0.00158852 0.00059896 -0.00365285 -0.00811599 -0.000493373
internal_weight=0 0.00740297 0.00639711 0.0049594 0.00376101 0.00270121
internal_count=3121 2952 2810 2508 2142 1867
is_linear=0
shrinkage=0.1


Tree=6948
num_leaves=7
num_cat=0
split_feature=16 160 43 16 1 3
split_gain=1.33843e-05 5.39616e-05 4.00495e-05 2.56177e-05 3.13407e-05 3.89163e-05
threshold=-0.008904999999999998 -0.054789999999999998 -0.074359999999999996 -0.083134999999999987 0.10937500000000001 -0.077644999999999978
decision_type=2 2 2 2 2 2
left_child=3 -2 -3 4 5 -1
right_child=1 2 -4 -5 -6 -7
leaf_value=0.0088111786262231508 0.024240852186619651 0.010222557884659955 -0.015181625853550984 -0.01484397942982507 0.015157145570395084 -0.016438429509200287
leaf_weight=0.0011031414944125924 0.0010026074019175136 0.0011715896363692626 0.001319440417579035 0.0014083177902409075 0.0010961935069953759 0.0013666102279339834
leaf_count=565 336 376 377 927 275 265
internal_value=0 0.00465116 -0.00323344 -0.00342459 0.00108533 -0.00516042
internal_weight=0 0.00349364 0.00249103 0.00497426 0.00356595 0.00246975
internal_count=3121 1089 753 2032 1105 830
is_linear=0
shrinkage=0.1


Tree=6949
num_leaves=8
num_cat=0
split_feature=50 15 4 0 49 0 13
split_gain=1.80461e-05 2.96491e-05 4.69048e-05 3.40031e-05 7.19083e-05 4.26016e-05 2.62832e-05
threshold=0.079410000000000008 -0.15026499999999995 0.23246000000000003 -0.10011499999999998 -0.006494999999999999 -0.060129999999999996 0.10820000000000002
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 -5 -7
right_child=-2 2 -4 5 -6 6 -8
leaf_value=0.00034183745618800328 -0.00024913614580498534 -0.00010520557028811958 -0.00041032561264553333 -0.0004061616434534588 0.00060533841985369475 -8.5731885144709464e-05 0.00031232581704420135
leaf_weight=0.0010032804875362098 0.0010296638564804778 0.0011219699418961978 0.0010058935967426266 0.0010269952616494909 0.0010696453471217078 0.0017146088570335069 0.0010154296981841338
leaf_count=318 609 143 169 1311 173 330 68
internal_value=0 2.6728e-05 -1.87305e-05 4.74868e-05 0.000241584 -6.57375e-05 6.23245e-05
internal_weight=0 0.00795782 0.00695454 0.00594865 0.00219162 0.00375703 0.00273004
internal_count=3121 2512 2194 2025 316 1709 398
is_linear=0
shrinkage=0.00196078


Tree=6950
num_leaves=6
num_cat=0
split_feature=0 1 15 3 2
split_gain=1.21114e-05 2.29263e-05 2.40885e-05 3.61495e-05 4.79458e-05
threshold=0.13134000000000004 0.077565000000000009 0.013270000000000002 0.10893000000000001 1.0000000180025095e-35
decision_type=2 2 2 2 2
left_child=1 -1 3 4 -3
right_child=-2 2 -4 -5 -6
leaf_value=-0.011650944353751028 0.009875696018661298 -0.0030517664979312462 -0.012435302343248375 -0.0091093423982607832 0.021180576675817249
leaf_weight=0.0017162939108156814 0.0010665440002970619 0.0014883607142851464 0.0010132904258417889 0.0013649860217868339 0.0018088064211050216
leaf_count=1575 84 384 423 208 447
internal_value=0 -0.00152355 0.00153904 0.00457628 0.010242
internal_weight=0 0.00739174 0.00567544 0.00466215 0.00329717
internal_count=3121 3037 1462 1039 831
is_linear=0
shrinkage=0.1


Tree=6951
num_leaves=8
num_cat=0
split_feature=16 15 15 16 42 15 4
split_gain=2.29252e-05 4.94773e-05 6.64513e-05 5.14365e-05 6.51501e-05 4.72109e-05 0.000115188
threshold=-0.48836499999999994 -0.11713499999999999 -0.095244999999999982 -0.088394999999999987 0.086665000000000006 -0.016799999999999995 -0.084369999999999987
decision_type=2 2 2 2 2 2 2
left_child=-1 -2 -3 -4 5 -5 -7
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leaf_value=0.00020785216815998915 -0.00044794051636743267 0.00044124767795552562 -0.00046587163692740846 -0.0002142194301499567 -0.00039348873802612193 -0.00014859871641465707 0.00067962481833817564
leaf_weight=0.0015077247054111646 0.0010714800701074325 0.0011243410514119919 0.0010789561620390339 0.0010435570392153385 0.0011745868188808434 0.0012479177769189902 0.0013376344306450072
leaf_count=274 345 149 409 359 738 422 425
internal_value=0 -5.55288e-05 4.47717e-06 -7.9002e-05 7.89261e-06 0.000137803 0.000279882
internal_weight=0 0.00807847 0.00700699 0.00588265 0.0048037 0.00362911 0.00258555
internal_count=3121 2847 2502 2353 1944 1206 847
is_linear=0
shrinkage=0.00196078


Tree=6952
num_leaves=7
num_cat=0
split_feature=13 48 4 47 1 0
split_gain=1.24892e-05 1.81832e-05 3.11191e-05 3.47073e-05 2.92536e-05 2.74263e-05
threshold=-0.23438999999999996 0.11077000000000002 0.0061450000000000003 0.092710000000000015 0.086560000000000012 -0.11013499999999998
decision_type=2 2 2 2 2 2
left_child=-1 2 4 5 -2 -4
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leaf_value=0.009937895269611639 0.0011477259443510737 -0.014045866466607838 0.026737051190384744 -0.0069699105271166621 -0.018272942557431813 0.0035249655298735406
leaf_weight=0.0010834387180985094 0.0019932347087471378 0.0010071571401187107 0.0010279282150266978 0.0010746968098593042 0.0012696971465995968 0.0010083595647913455
leaf_count=169 1432 142 192 116 665 405
internal_value=0 -0.00155968 0.000413285 0.0075692 -0.00640939 0.0152425
internal_weight=0 0.00738107 0.00637392 0.00311098 0.00326293 0.00203629
internal_count=3121 2952 2810 713 2097 597
is_linear=0
shrinkage=0.1


Tree=6953
num_leaves=6
num_cat=0
split_feature=15 43 42 16 12
split_gain=1.09105e-05 2.3379e-05 3.80442e-05 4.1114e-05 3.18936e-05
threshold=-0.11713499999999999 -0.17390999999999998 0.086325000000000013 -0.094359999999999986 0.084225000000000008
decision_type=2 2 2 2 2
left_child=-1 -2 3 -3 -5
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leaf_value=-0.0077131003772236573 0.014069517521080694 -0.012199782373796361 -0.015632430216740854 0.017283997330407825 -0.0037268006053959597
leaf_weight=0.0015324886628512498 0.001237152067612505 0.0012018863550943026 0.0013677578329253422 0.0019697163582624144 0.0011409562739817408
leaf_count=484 184 253 950 462 788
internal_value=0 0.00161251 -0.00110059 0.00350829 0.0095775
internal_weight=0 0.00691747 0.00568032 0.00431256 0.00311067
internal_count=3121 2637 2453 1503 1250
is_linear=0
shrinkage=0.1


Tree=6954
num_leaves=6
num_cat=0
split_feature=16 4 2 2 0
split_gain=1.27744e-05 3.09671e-05 3.09669e-05 3.1059e-05 2.82904e-05
threshold=-0.48836499999999994 0.098655000000000007 0.10912000000000001 0.095195000000000016 -0.077999999999999986
decision_type=2 2 2 2 2
left_child=-1 2 3 4 -2
right_child=1 -3 -4 -5 -6
leaf_value=0.0089205273235806078 -0.0048962226510554669 -0.014721444966927148 0.015614068525074713 -0.016645886302638826 0.014091827027980369
leaf_weight=0.0013308786705849528 0.0019868838815746089 0.0014626720789564273 0.0012332656776402077 0.0011256817845768795 0.0012967683842906091
leaf_count=274 1404 291 357 362 433
internal_value=0 -0.00175485 0.00160634 -0.00231154 0.00260247
internal_weight=0 0.00710527 0.0056426 0.00440933 0.00328365
internal_count=3121 2847 2556 2199 1837
is_linear=0
shrinkage=0.1


Tree=6955
num_leaves=6
num_cat=0
split_feature=4 150 52 13 43
split_gain=1.26724e-05 2.17998e-05 1.92814e-05 3.83987e-05 2.24714e-05
threshold=0.27287000000000006 0.086615000000000011 -0.013374999999999998 -0.086589999999999986 -0.09225499999999999
decision_type=2 2 2 2 2
left_child=1 2 -1 -4 -5
right_child=-2 -3 3 4 -6
leaf_value=0.009591178414310066 0.0090753898897414208 -0.014700068994672341 -0.016296375779629901 -0.008116666936221071 0.010293739077929288
leaf_weight=0.0017214868189129933 0.0012856403142636899 0.0010938970613255921 0.0014345247265081218 0.0010312175637232006 0.001856650282883795
leaf_count=849 352 270 364 223 1063
internal_value=0 -0.00170992 0.000641204 -0.00292332 0.00371964
internal_weight=0 0.00713778 0.00604388 0.00432239 0.00288787
internal_count=3121 2769 2499 1650 1286
is_linear=0
shrinkage=0.1


Tree=6956
num_leaves=7
num_cat=0
split_feature=47 16 4 3 52 0
split_gain=3.73688e-05 5.43171e-05 5.84127e-05 5.19438e-05 2.91404e-05 5.68727e-05
threshold=0.12431000000000002 -0.48836499999999994 0.055260000000000011 0.10299500000000002 -0.0064899999999999992 -0.083554999999999977
decision_type=2 2 2 2 2 2
left_child=1 -1 3 4 -3 -6
right_child=-2 2 -4 -5 5 -7
leaf_value=0.0003872148614900518 -0.0003710539774656073 -0.00024237976490029415 -0.00037345398050091954 0.00039635147016662224 0.0004501013782860976 -0.00014437147374555168
leaf_weight=0.0013701143318666118 0.0010012836896709744 0.0017750378926707036 0.0015688216770525336 0.0013106607102529796 0.0010020081592268426 0.0016175327066889778
leaf_count=252 91 927 411 122 553 765
internal_value=0 2.90802e-05 -3.83766e-05 5.37626e-05 -4.84127e-05 8.30221e-05
internal_weight=0 0.00864418 0.00727406 0.00570524 0.00439458 0.00261954
internal_count=3121 3030 2778 2367 2245 1318
is_linear=0
shrinkage=0.00196078


Tree=6957
num_leaves=7
num_cat=0
split_feature=13 48 1 48 0 16
split_gain=1.35796e-05 1.85066e-05 2.89927e-05 2.57737e-05 4.85855e-05 5.41781e-05
threshold=-0.23438999999999996 0.11077000000000002 0.111945 0.083985000000000018 -0.10224499999999999 -0.056919999999999991
decision_type=2 2 2 2 2 2
left_child=-1 2 3 4 -2 -6
right_child=1 -3 -4 -5 5 -7
leaf_value=0.010407752004430275 -0.025607188528763283 -0.014191334853774863 0.012965880141262121 0.0096035186670424093 0.012272586573319809 -0.01633481843870583
leaf_weight=0.0010791594923339866 0.0010457647368427173 0.0010080589330590077 0.0014231583808528361 0.0011861885318066403 0.0015173684710418822 0.0011743881539851128
leaf_count=169 275 142 302 366 960 907
internal_value=0 -0.00160465 0.000394464 -0.0032392 -0.00731514 -0.000208556
internal_weight=0 0.00735493 0.00634687 0.00492371 0.00373752 0.00269176
internal_count=3121 2952 2810 2508 2142 1867
is_linear=0
shrinkage=0.1


Tree=6958
num_leaves=7
num_cat=0
split_feature=4 16 51 3 0 2
split_gain=1.20633e-05 2.08869e-05 2.405e-05 2.58867e-05 3.54192e-05 1.5999e-05
threshold=0.27044500000000005 -0.092484999999999984 -0.082744999999999985 -0.078934999999999991 -0.084144999999999984 0.091545000000000015
decision_type=2 2 2 2 2 2
left_child=1 5 -3 -4 -5 -1
right_child=-2 2 3 4 -6 -7
leaf_value=-0.0013497090355107583 0.0087123271969389241 -0.010156444858646502 -0.0042552967056524128 0.025465306979276982 0.00014685648632289627 -0.01859918106836744
leaf_weight=0.0010820106914752093 0.0013209558953293293 0.0012423044958559592 0.0014917627575897971 0.001103972467562068 0.0011061938183068937 0.0010688742554238538
leaf_count=295 365 493 1121 210 441 196
internal_value=0 -0.00169559 0.00188303 0.00592328 0.0127934 -0.00992177
internal_weight=0 0.00709512 0.00494423 0.00370193 0.00221017 0.00215088
internal_count=3121 2756 2265 1772 651 491
is_linear=0
shrinkage=0.1


Tree=6959
num_leaves=8
num_cat=0
split_feature=11 2 12 2 1 0 16
split_gain=3.23983e-05 4.67819e-05 4.55147e-05 4.0117e-05 6.15851e-05 0.000194224 2.65491e-05
threshold=0.076920000000000002 0.089775000000000008 0.089735000000000023 0.092875000000000013 0.10557500000000002 0.10455500000000001 -0.034884999999999992
decision_type=2 2 2 2 2 2 2
left_child=1 2 6 -3 5 -5 -1
right_child=-2 3 -4 4 -6 -7 -8
leaf_value=-0.00054707404279962641 -0.0003379877664764976 0.00049824011761752168 0.00013636331628781337 -0.00072829536435511336 0.00034187457138253155 0.00041458429337503749 -9.9908043413603963e-05
leaf_weight=0.0010427175558968824 0.0010030217120800206 0.0010348817856971016 0.0013448361010155599 0.0011228386223379838 0.0017551206683015692 0.0011646960065274758 0.0010000582456056982
leaf_count=640 226 232 470 663 342 52 496
internal_value=0 3.47054e-05 -0.000143751 0.000153767 6.5585e-05 -0.000146399 -0.00032816
internal_weight=0 0.00846515 0.00338761 0.00507754 0.00404266 0.00228753 0.00204278
internal_count=3121 2895 1606 1289 1057 715 1136
is_linear=0
shrinkage=0.00196078


Tree=6960
num_leaves=7
num_cat=0
split_feature=0 0 52 52 42 3
split_gain=1.20802e-05 2.08793e-05 4.99632e-05 5.6057e-05 2.08717e-05 4.17774e-05
threshold=0.13134000000000004 -0.053834999999999994 -0.081429999999999989 -0.0027449999999999996 0.08623500000000002 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2
left_child=1 2 -1 -4 5 -5
right_child=-2 -3 3 4 -6 -7
leaf_value=0.021048518647234133 0.0099022770055528318 -0.011922153027579492 -0.024138901609067766 -0.018608450954007427 0.012730526635970777 0.0077866016624224751
leaf_weight=0.0010438113188852719 0.0010637385873992497 0.0015237531908349096 0.00100133984729937 0.0010076385666385153 0.001300689818031592 0.0014809850695610808
leaf_count=525 84 444 415 769 695 189
internal_value=0 -0.00149863 0.00122362 -0.00309593 0.00246475 -0.0029007
internal_weight=0 0.00735822 0.00583446 0.00479065 0.00378931 0.00248862
internal_count=3121 3037 2593 2068 1653 958
is_linear=0
shrinkage=0.1


Tree=6961
num_leaves=7
num_cat=0
split_feature=13 48 4 47 0 43
split_gain=1.05559e-05 1.86564e-05 2.56287e-05 3.4357e-05 2.62633e-05 1.75681e-05
threshold=-0.23438999999999996 0.11077000000000002 0.0061450000000000003 0.090280000000000013 -0.084269999999999984 -0.084004999999999982
decision_type=2 2 2 2 2 2
left_child=-1 2 4 -4 -2 -6
right_child=1 -3 3 -5 5 -7
leaf_value=0.0091884259269213852 -0.018620971992673374 -0.014043399305758873 0.015362430572671044 -0.0064655184784054567 0.0097426616684906341 -0.0081471888482549607
leaf_weight=0.0010774160413922164 0.001047892825355425 0.0010084413316253423 0.0019163783927139523 0.0011561050182315371 0.0010763984895961363 0.0011201694713063319
leaf_count=169 845 142 591 122 339 913
internal_value=0 -0.0014127 0.000603675 0.00714907 -0.00559478 0.000619491
internal_weight=0 0.00732539 0.00631694 0.00307248 0.00324446 0.00219657
internal_count=3121 2952 2810 713 2097 1252
is_linear=0
shrinkage=0.1


Tree=6962
num_leaves=8
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split_feature=11 13 16 12 1 2 4
split_gain=2.36667e-05 3.19156e-05 3.36901e-05 5.87818e-05 4.4705e-05 2.90397e-05 1.01998e-05
threshold=1.0000000180025095e-35 -0.117405 -0.074319999999999983 0.051320000000000005 0.094385000000000011 0.092365000000000017 -0.0016099999999999997
decision_type=2 2 2 2 2 2 2
left_child=1 -1 5 4 -4 6 -3
right_child=-2 2 3 -5 -6 -7 -8
leaf_value=0.00030361988572560352 -0.0002906775985077402 0.00012072529598403369 -1.3622044892973978e-05 -0.00026833527610929165 0.0005191373889000462 -0.00039140790164648672 -0.00015776668966348988
leaf_weight=0.001354169780834324 0.0010022410193752983 0.0010115774941698232 0.0011091831709874906 0.0011016989758781855 0.0013336674436289391 0.0013311164110939846 0.0010109132979771751
leaf_count=199 244 635 161 1081 216 376 209
internal_value=0 2.84042e-05 -2.56231e-05 0.000107665 0.000277236 -0.0001665 -1.8475e-05
internal_weight=0 0.00825233 0.00689816 0.00354455 0.00244285 0.00335361 0.00202249
internal_count=3121 2877 2678 1458 377 1220 844
is_linear=0
shrinkage=0.00196078


Tree=6963
num_leaves=7
num_cat=0
split_feature=52 12 1 1 42 16
split_gain=1.12312e-05 3.36827e-05 5.43695e-05 5.32607e-05 3.12365e-05 1.1216e-05
threshold=0.11434500000000002 0.095110000000000014 0.11181500000000001 0.093205000000000024 0.084050000000000014 -0.077589999999999978
decision_type=2 2 2 2 2 2
left_child=1 2 3 4 5 -1
right_child=-2 -3 -4 -5 -6 -7
leaf_value=-0.0030666487975129723 -0.008644821387812876 0.013941515932165249 -0.019939861275139036 0.023432607719484341 -0.016633502406215042 0.011816409397459598
leaf_weight=0.0010237471971606708 0.0012882501654154742 0.0016669564511097162 0.0013233808457909805 0.0010007169360961659 0.001100725846958315 0.0010018956387774641
leaf_count=434 501 558 294 273 686 375
internal_value=0 0.00150219 -0.00230223 0.00335341 -0.00307372 0.00429461
internal_weight=0 0.00711742 0.00545047 0.00412709 0.00312637 0.00202564
internal_count=3121 2620 2062 1768 1495 809
is_linear=0
shrinkage=0.1


Tree=6964
num_leaves=7
num_cat=0
split_feature=15 43 16 13 12 49
split_gain=1.02881e-05 2.2239e-05 3.9517e-05 4.318e-05 2.31667e-05 5.95219e-05
threshold=-0.11713499999999999 -0.17390999999999998 0.22339500000000004 -0.094514999999999988 0.084100000000000022 -0.006494999999999999
decision_type=2 2 2 2 2 2
left_child=-1 -2 3 -3 5 -5
right_child=1 2 -4 4 -6 -7
leaf_value=-0.007494373699019341 0.013767130687971717 0.021356244473645002 -0.01796084041221117 -0.012798562381280507 -0.012860124914843543 0.01983750421565536
leaf_weight=0.0015191948701529824 0.0012325636678438816 0.0010061261152408507 0.0011109455108272324 0.0010854440792043504 0.0012810191057039035 0.001151855657748953
leaf_count=484 184 237 385 231 1346 254
internal_value=0 0.00159963 -0.00106163 0.00308785 -0.00213632 0.00400385
internal_weight=0 0.00686795 0.00563539 0.00452444 0.00351832 0.0022373
internal_count=3121 2637 2453 2068 1831 485
is_linear=0
shrinkage=0.1


Tree=6965
num_leaves=7
num_cat=0
split_feature=43 1 16 133 2 16
split_gain=1.20356e-05 3.12894e-05 5.56376e-05 4.4968e-05 3.45178e-05 2.42628e-05
threshold=-0.24021999999999996 0.11829500000000003 0.15891500000000003 0.083950000000000011 0.10045500000000002 -0.088159999999999988
decision_type=2 2 2 2 2 2
left_child=-1 2 3 4 5 -2
right_child=1 -3 -4 -5 -6 -7
leaf_value=-0.0097640228403434916 0.00025906516332194072 0.017023007017605212 -0.022342874817794241 0.021980538344899284 0.010752532504987582 -0.018895953168395405
leaf_weight=0.0011052729360134126 0.0014624581063867039 0.0010940253610952962 0.0010461024558578429 0.0010006467530370771 0.0014528018260390168 0.0012070411723012374
leaf_count=166 414 350 399 751 287 754
internal_value=0 0.00143705 -0.00132698 0.00296445 -0.00165151 -0.00840207
internal_weight=0 0.00726308 0.00616905 0.00512295 0.0041223 0.0026695
internal_count=3121 2955 2605 2206 1455 1168
is_linear=0
shrinkage=0.1


Tree=6966
num_leaves=7
num_cat=0
split_feature=3 39 133 3 0 52
split_gain=2.01036e-05 2.88028e-05 5.07512e-05 4.67987e-05 6.39163e-05 4.78689e-05
threshold=0.13524500000000003 0.0046100000000000004 1.0000000180025095e-35 -0.10023499999999998 -0.10011499999999998 -0.0064899999999999992
decision_type=2 2 2 2 2 2
left_child=1 2 3 -1 5 -5
right_child=-2 -3 -4 4 -6 -7
leaf_value=0.00025639465555257464 0.00022452658174887857 0.00027070532312792697 -0.00044044304999733136 -0.00025080036908597031 -0.00049877045771821223 0.00029586279370115106
leaf_weight=0.0017974621658300985 0.0013093930298671598 0.0010099347135860944 0.0012530403330886317 0.0011174664605717735 0.0012108072407020854 0.0013719373698850741
leaf_count=328 192 335 972 96 1027 171
internal_value=0 -3.81294e-05 -8.43324e-05 -3.16697e-06 -0.000129255 5.04716e-05
internal_weight=0 0.00776065 0.00675071 0.00549767 0.00370021 0.0024894
internal_count=3121 2929 2594 1622 1294 267
is_linear=0
shrinkage=0.00196078


Tree=6967
num_leaves=7
num_cat=0
split_feature=16 160 43 16 48 3
split_gain=1.20696e-05 3.54457e-05 3.0772e-05 2.78408e-05 2.9553e-05 1.87391e-05
threshold=-0.008904999999999998 -0.013324999999999998 -0.074359999999999996 -0.083134999999999987 0.085845000000000019 -0.077644999999999978
decision_type=2 2 2 2 2 2
left_child=3 -2 -3 4 5 -1
right_child=1 2 -4 -5 -6 -7
leaf_value=0.016496645395497913 0.020285613853290446 0.009820631661568692 -0.012682349212041356 -0.015224580782681327 -0.010972796437609575 -0.001639788190657636
leaf_weight=0.0012466548729512844 0.0010068825539414788 0.0011550649759220154 0.00128229942300915 0.0013865543998057717 0.001235491255433473 0.0010491324456347998
leaf_count=566 368 359 362 927 214 325
internal_value=0 0.00450204 -0.00201821 -0.00321712 0.00149761 0.00820863
internal_weight=0 0.00344425 0.00243736 0.00491783 0.00353128 0.00229579
internal_count=3121 1089 721 2032 1105 891
is_linear=0
shrinkage=0.1


Tree=6968
num_leaves=7
num_cat=0
split_feature=13 12 43 12 49 1
split_gain=1.24788e-05 2.10747e-05 3.75478e-05 4.9114e-05 3.56394e-05 2.94215e-05
threshold=-0.23438999999999996 0.092355000000000007 -0.092909999999999979 0.087995000000000004 -0.014989999999999998 0.102705
decision_type=2 2 2 2 2 2
left_child=-1 2 -2 4 -4 -6
right_child=1 -3 3 -5 5 -7
leaf_value=0.010054962660475108 -0.01545188227862229 -0.011681984373035904 -0.014526882467482863 0.024851631360262118 -0.0025333208873523296 0.019782116821660107
leaf_weight=0.001069038200216873 0.0010797000438702836 0.0015927798041998533 0.0011692972178953742 0.0010019558940614001 0.0014257375313478638 0.0010089023582313822
leaf_count=169 269 899 277 455 827 225
internal_value=0 -0.00151543 0.00133266 0.00526725 -0.000177547 0.00671408
internal_weight=0 0.00727837 0.00568559 0.00460589 0.00360394 0.00243464
internal_count=3121 2952 2053 1784 1329 1052
is_linear=0
shrinkage=0.1


Tree=6969
num_leaves=6
num_cat=0
split_feature=50 3 47 3 13
split_gain=2.5097e-05 3.89134e-05 6.41316e-05 4.5576e-05 5.39331e-05
threshold=0.079410000000000008 -0.10519499999999998 0.077555000000000013 0.10542000000000001 -0.015874999999999997
decision_type=2 2 2 2 2
left_child=1 -1 3 4 -3
right_child=-2 2 -4 -5 -6
leaf_value=0.00027785682832485721 -0.00028873109435367578 -0.00040368225759204144 -0.00034871396179081659 0.00036124423072874155 0.00015546629154159966
leaf_weight=0.0019144215324187223 0.0010488329121286612 0.001079655666744745 0.00184045395760627 0.0015234696543808702 0.0017195041317975071
leaf_count=348 609 1010 299 196 659
internal_value=0 3.36706e-05 -4.21802e-05 8.83332e-05 -6.02012e-05
internal_weight=0 0.0080775 0.00616308 0.00432263 0.00279916
internal_count=3121 2512 2164 1865 1669
is_linear=0
shrinkage=0.00196078


Tree=6970
num_leaves=7
num_cat=0
split_feature=52 16 3 1 43 4
split_gain=1.24541e-05 3.42133e-05 6.34831e-05 3.96089e-05 3.60126e-05 3.83028e-05
threshold=0.11434500000000002 0.38525000000000004 0.12178000000000001 0.10337500000000001 -0.0037449999999999996 -0.0016099999999999997
decision_type=2 2 2 2 2 2
left_child=1 2 3 4 -1 -6
right_child=-2 -3 -4 -5 5 -7
leaf_value=-0.014693081563167338 -0.0091390374208800487 0.018483401525480218 -0.023720269227225248 0.017906622180667044 0.017930861131630279 -0.0082754433855829618
leaf_weight=0.0013902800900118593 0.0012726090011017039 0.0010268121109826877 0.0010415800410114107 0.0013698522363274515 0.001203929583170482 0.0010390811428985893
leaf_count=1223 501 303 161 314 420 199
internal_value=0 0.00160686 -0.00125994 0.00341597 -0.00204742 0.00579072
internal_weight=0 0.00707154 0.00604472 0.00500314 0.00363329 0.00224301
internal_count=3121 2620 2317 2156 1842 619
is_linear=0
shrinkage=0.1


Tree=6971
num_leaves=5
num_cat=0
split_feature=457 15 43 2
split_gain=1.27896e-05 2.51796e-05 2.78346e-05 5.85916e-05
threshold=0.045365000000000009 1.0000000180025095e-35 -0.04890499999999999 0.098260000000000014
decision_type=2 2 2 2
left_child=1 2 -1 -4
right_child=-2 -3 3 -5
leaf_value=0.011394727664380962 0.010187325893096105 -0.011590856883738948 -0.018625028134177834 0.0077817422094650264
leaf_weight=0.0019692933900866526 0.0010681420799331645 0.0018532384079203938 0.0014688977780535828 0.0019632883529227662
leaf_count=913 289 1167 357 395
internal_value=0 -0.001533 0.00191783 -0.00351976
internal_weight=0 0.00725472 0.00540148 0.00343219
internal_count=3121 2832 1665 752
is_linear=0
shrinkage=0.1


Tree=6972
num_leaves=7
num_cat=0
split_feature=50 51 16 0 48 4
split_gain=2.97754e-05 3.47399e-05 3.00754e-05 5.2846e-05 3.77109e-05 2.00985e-05
threshold=0.079410000000000008 -0.076794999999999988 0.0047850000000000011 -0.10011499999999998 0.086035000000000014 -0.42529999999999996
decision_type=2 2 2 2 2 2
left_child=1 -1 3 4 -3 -4
right_child=-2 2 5 -5 -6 -7
leaf_value=-0.00032909647051179432 -0.00041124120549765726 0.00024504662200875083 5.5702905302745725e-06 -0.00040651605447067769 -0.00018671499877638651 0.00039801282183511699
leaf_weight=0.0015012874583454081 0.0010496829961895828 0.0017520371145935843 0.0010050629881093159 0.0013819569675401905 0.001398601141803249 0.0010018685954106812
leaf_count=497 609 298 80 1165 152 320
internal_value=0 -6.01071e-05 1.64512e-06 -8.68369e-05 5.33831e-05 0.000201479
internal_weight=0 0.00804081 0.00653953 0.0045326 0.00315064 0.00200693
internal_count=3121 2512 2015 1615 450 400
is_linear=0
shrinkage=0.00196078


Tree=6973
num_leaves=8
num_cat=0
split_feature=52 52 160 12 160 52 1
split_gain=2.98699e-05 5.59322e-05 5.97126e-05 3.88557e-05 6.81462e-05 5.40291e-05 5.29636e-05
threshold=-0.23798499999999997 -0.081429999999999989 0.050340000000000003 0.10124000000000001 -1.0000000180025095e-35 0.08976000000000002 0.10612500000000001
decision_type=2 2 2 2 2 2 2
left_child=-1 -2 3 4 -3 6 -6
right_child=1 2 -4 -5 5 -7 -8
leaf_value=-0.00032507247587625993 0.00046410858798989784 -0.00027644715050968943 -0.0004563416821375541 -0.00030054656994664587 0.00030077907022809091 0.00059024282463729849 -0.00026396489622744132
leaf_weight=0.0010145719229166959 0.0010088489775381352 0.0012934513721766941 0.0010702088300910987 0.0010436837896829259 0.0017133986861072579 0.0011948925771719677 0.0010176744006402225
leaf_count=385 386 727 216 285 691 243 188
internal_value=0 3.12376e-05 -2.83128e-05 4.48267e-05 0.000113888 0.000242488 9.03396e-05
internal_weight=0 0.00834216 0.00733331 0.0062631 0.00521942 0.00392597 0.00273107
internal_count=3121 2736 2350 2134 1849 1122 879
is_linear=0
shrinkage=0.00196078


Tree=6974
num_leaves=9
num_cat=0
split_feature=157 13 4 2 4 2 48 0
split_gain=2.72211e-05 2.94805e-05 4.78911e-05 6.60587e-05 8.00934e-05 6.0653e-05 9.70663e-05 5.67384e-05
threshold=-1.0000000180025095e-35 0.19762500000000002 -0.082109999999999975 0.089775000000000008 0.053180000000000012 0.11870500000000002 0.081805000000000017 0.12113000000000002
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 7 4 -4 6 -5 -2
right_child=1 -3 3 5 -6 -7 -8 -9
leaf_value=-0.0002829299864493152 0.00061788102387573107 -0.00027260713016561826 -0.00069738052750521284 -8.9153973968471146e-05 8.284551492366642e-05 -0.0002411222789008454 0.00073366599957998561 -1.7272935085896657e-05
leaf_weight=0.0012371998850714402 0.0011438907724441536 0.0010922911735680519 0.0010102572284682865 0.0010834755406598422 0.0010131186041431855 0.0010608147458872003 0.0011220451973611614 0.0010254836060348731
leaf_count=571 511 138 700 469 199 259 191 83
internal_value=0 2.82448e-05 7.23008e-05 -2.83148e-05 -0.000306716 0.000144144 0.000329451 0.000317638
internal_weight=0 0.00855138 0.00745909 0.00528971 0.00202338 0.00326634 0.00220552 0.00216937
internal_count=3121 2550 2412 1818 899 919 660 594
is_linear=0
shrinkage=0.00196078


Tree=6975
num_leaves=8
num_cat=0
split_feature=50 15 4 0 49 0 13
split_gain=2.57563e-05 3.88165e-05 5.51686e-05 4.20091e-05 7.14425e-05 4.72259e-05 2.74994e-05
threshold=0.079410000000000008 -0.15026499999999995 0.23246000000000003 -0.10011499999999998 -0.006494999999999999 -0.060129999999999996 0.11596500000000001
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 -5 -7
right_child=-2 2 -4 5 -6 6 -8
leaf_value=0.00037893284536747091 -0.00030113420566788988 -8.6172186661195968e-05 -0.00044277802624165334 -0.00043180077798261635 0.00061464814006239579 -9.4282998122517217e-05 0.00030857217796349638
leaf_weight=0.0010328490087323956 0.001060735011617635 0.0011402776437832857 0.0010503709978795421 0.0010636080032328647 0.0010975236074901701 0.0017769542231592965 0.0010285276712522773
leaf_count=318 609 143 169 1311 173 341 57
internal_value=0 2.35896e-05 -2.76892e-05 4.37051e-05 0.000257543 -7.99744e-05 5.34092e-05
internal_weight=0 0.00819011 0.00715726 0.00610689 0.0022378 0.00386909 0.00280548
internal_count=3121 2512 2194 2025 316 1709 398
is_linear=0
shrinkage=0.00196078


Tree=6976
num_leaves=7
num_cat=0
split_feature=47 16 4 3 12 16
split_gain=2.95735e-05 4.53127e-05 5.27466e-05 4.60612e-05 3.92147e-05 2.14882e-05
threshold=0.11926500000000002 -0.48836499999999994 0.055260000000000011 0.10299500000000002 0.084225000000000008 -0.056919999999999991
decision_type=2 2 2 2 2 2
left_child=1 -1 3 4 5 -3
right_child=-2 2 -4 -5 -6 -7
leaf_value=0.00036447078615569858 -0.00032907019431377313 0.00034386169378333443 -0.00036565728502918762 0.00039079803195876835 -0.00024417170266217942 -4.1333476311592394e-05
leaf_weight=0.00129506127068522 0.0010011124466484953 0.0010242941056814799 0.0014634912985363978 0.0012112680209952903 0.0019787963041131566 0.0012199648201750637
leaf_count=249 112 150 399 122 1704 385
internal_value=0 2.79341e-05 -3.52504e-05 5.37298e-05 -4.2949e-05 0.000134472
internal_weight=0 0.00819288 0.00689781 0.00543432 0.00422306 0.00224426
internal_count=3121 3009 2760 2361 2239 535
is_linear=0
shrinkage=0.00196078


Tree=6977
num_leaves=6
num_cat=0
split_feature=13 157 4 2 2
split_gain=1.33217e-05 2.39712e-05 4.5477e-05 3.75566e-05 6.12069e-05
threshold=0.18141000000000002 -1.0000000180025095e-35 -0.082109999999999975 0.089775000000000008 0.11411
decision_type=2 2 2 2 2
left_child=1 -1 -3 -4 -5
right_child=-2 2 3 4 -6
leaf_value=-0.012838746339266483 -0.010363721469252588 0.017507192846260823 -0.013030706719824281 0.018350627008644597 -0.01160406887648382
leaf_weight=0.0010165695974062965 0.0011077214770547619 0.0017309826866420356 0.0017493574137228953 0.0016094050093148609 0.001183939668288312
leaf_count=559 162 585 899 581 335
internal_value=0 0.00140638 0.00371462 -0.001541 0.00565454
internal_weight=0 0.00729025 0.00627368 0.0045427 0.00279334
internal_count=3121 2959 2400 1815 916
is_linear=0
shrinkage=0.1


Tree=6978
num_leaves=7
num_cat=0
split_feature=484 48 49 16 52 12
split_gain=1.16488e-05 2.08265e-05 2.50699e-05 2.88347e-05 5.59816e-05 3.5844e-05
threshold=0.065750000000000017 0.092475000000000016 -0.052259999999999994 0.38525000000000004 0.090245000000000006 0.088305000000000008
decision_type=2 2 2 2 2 2
left_child=1 2 -1 4 5 -4
right_child=-2 -3 3 -5 -6 -7
leaf_value=-0.018588461687227227 0.00999077928336305 0.0084148199884840728 -0.0073751644795476204 0.01370343756409826 -0.02432244464388094 0.016358600076864772
leaf_weight=0.0010171888931776538 0.0010011540804190965 0.0016448926542233866 0.0015136111597953009 0.0010095916342418177 0.0010964000778065884 0.0010978907118085303
leaf_count=237 402 336 816 278 495 557
internal_value=0 -0.00150441 -0.00434957 -0.00127937 -0.00535891 0.00260265
internal_weight=0 0.00737958 0.00573468 0.00471749 0.0037079 0.0026115
internal_count=3121 2719 2383 2146 1868 1373
is_linear=0
shrinkage=0.1


Tree=6979
num_leaves=7
num_cat=0
split_feature=13 16 15 16 15 4
split_gain=1.1927e-05 2.25019e-05 5.32196e-05 7.20353e-05 3.35714e-05 2.64403e-05
threshold=0.18141000000000002 0.22339500000000004 -0.0063699999999999989 -0.0064149999999999997 -0.095244999999999982 0.23246000000000003
decision_type=2 2 2 2 2 2
left_child=1 2 4 -4 5 -1
right_child=-2 -3 3 -5 -6 -7
leaf_value=0.014195445834465803 -0.0098218033168495731 -0.011782380390283903 0.0011157043730037495 0.034342537424777352 -0.019937594223731467 -0.0070612929059820986
leaf_weight=0.0010031962400781245 0.0011002480537070387 0.0011059891138865087 0.0016714557364240646 0.0010702831858436998 0.0010083820867704822 0.0014042460285541894
leaf_count=290 162 410 988 277 699 295
internal_value=0 0.00135061 0.00370949 0.0140863 -0.00461958 0.00179652
internal_weight=0 0.00726355 0.00615756 0.00274174 0.00341582 0.00240744
internal_count=3121 2959 2549 1265 1284 585
is_linear=0
shrinkage=0.1


Tree=6980
num_leaves=7
num_cat=0
split_feature=131 150 15 16 0 1
split_gain=2.92233e-05 3.80862e-05 7.08534e-05 6.18267e-05 4.00821e-05 3.17364e-05
threshold=0.084390000000000007 0.081835000000000019 -0.037864999999999989 -0.008904999999999998 0.047850000000000011 0.111945
decision_type=2 2 2 2 2 2
left_child=1 2 5 -4 -5 -1
right_child=-2 -3 3 4 -6 -7
leaf_value=-0.0005272973822491718 -0.00032812980683975742 0.00030687079733319187 -0.0001595109586876759 0.00053996400078717348 4.3400520294458394e-05 -8.3414206690148962e-05
leaf_weight=0.0012139071491041006 0.0010016651016473048 0.0015213016182483996 0.0018329184727173052 0.0013721436248699736 0.0011477281410678625 0.0012641930581299961
leaf_count=651 492 361 905 320 164 228
internal_value=0 2.62986e-05 -3.61874e-05 0.00011449 0.000313794 -0.000300852
internal_weight=0 0.00835219 0.00683089 0.00435279 0.00251987 0.0024781
internal_count=3121 2629 2268 1389 484 879
is_linear=0
shrinkage=0.00196078


Tree=6981
num_leaves=7
num_cat=0
split_feature=50 15 4 12 16 49
split_gain=3.23945e-05 3.54016e-05 4.53645e-05 4.12119e-05 5.93654e-05 4.26577e-05
threshold=0.079410000000000008 -0.15026499999999995 0.098655000000000007 0.084225000000000008 0.15273500000000004 -0.006494999999999999
decision_type=2 2 2 2 2 2
left_child=1 -1 3 5 -5 -3
right_child=-2 2 -4 4 -6 -7
leaf_value=0.00037453719823966365 -0.00032611412785946809 -5.2126936184820816e-05 -0.00027937332004301588 -0.00046942584755748143 0.00016454132412502281 0.0004177714959161256
leaf_weight=0.0010319234576660714 0.0010812312457440564 0.0012560238332661377 0.001840868491192066 0.0010350082908974951 0.0012582591292095997 0.0018176327103879503
leaf_count=318 609 220 270 1021 344 339
internal_value=0 3.48632e-05 -1.37672e-05 7.73364e-05 -0.000121584 0.000225751
internal_weight=0 0.00823972 0.00720779 0.00536692 0.00229327 0.00307366
internal_count=3121 2512 2194 1924 1365 559
is_linear=0
shrinkage=0.00196078


Tree=6982
num_leaves=7
num_cat=0
split_feature=47 4 4 3 13 43
split_gain=2.8515e-05 6.58861e-05 7.8305e-05 6.14678e-05 4.83825e-05 3.98783e-05
threshold=0.12209500000000001 0.24564500000000003 0.055260000000000011 0.096675000000000011 -0.033284999999999988 -0.013819999999999997
decision_type=2 2 2 2 2 2
left_child=1 2 3 4 -1 -6
right_child=-2 -3 -4 -5 5 -7
leaf_value=-0.00040821852272673301 -0.00031991231782452771 0.00036832802300964293 -0.00055390396390274062 0.00037656363128293939 0.0003090276822901375 -0.00015770193940488545
leaf_weight=0.001275419077897408 0.0010091174295517339 0.001742086131973972 0.0010410768641392022 0.0014664831463265943 0.0012748276008251675 0.0015713763333332223
leaf_count=1210 97 401 242 153 521 497
internal_value=0 2.8995e-05 -6.01785e-05 3.18037e-05 -9.08627e-05 5.13484e-05
internal_weight=0 0.00837127 0.00662918 0.00558811 0.00412162 0.0028462
internal_count=3121 3024 2623 2381 2228 1018
is_linear=0
shrinkage=0.00196078


Tree=6983
num_leaves=6
num_cat=0
split_feature=150 15 43 43 15
split_gain=1.22526e-05 2.95316e-05 3.79752e-05 3.89986e-05 3.09584e-05
threshold=0.081835000000000019 -0.037864999999999989 -0.084004999999999982 0.016310000000000002 -0.10653
decision_type=2 2 2 2 2
left_child=1 4 -3 -4 -1
right_child=-2 2 3 -5 -6
leaf_value=-0.0016391734759465171 0.0080793818176507128 0.016170695417217912 -0.015775559491458712 0.0080126014906897504 -0.023828295498426091
leaf_weight=0.0016356969429985858 0.0014965179821411698 0.0014845615521542625 0.0013538669851890354 0.0014037179172467096 0.0010214262648791726
leaf_count=483 420 375 926 299 618
internal_value=0 -0.00190226 0.00327566 -0.00366646 -0.0101689
internal_weight=0 0.00689927 0.00424215 0.00275758 0.00265712
internal_count=3121 2701 1600 1225 1101
is_linear=0
shrinkage=0.1


Tree=6984
num_leaves=6
num_cat=0
split_feature=3 52 52 43 43
split_gain=1.30729e-05 2.22896e-05 3.02714e-05 3.63296e-05 2.73985e-05
threshold=0.13524500000000003 0.10611000000000001 -0.0064899999999999992 -0.0037449999999999996 -0.061959999999999994
decision_type=2 2 2 2 2
left_child=1 2 4 -4 -1
right_child=-2 -3 3 -5 -6
leaf_value=0.0045849585585847454 0.0095234484174840685 -0.014329573641747148 -0.0053557923214961724 0.015804785756566044 -0.015965331083048356
leaf_weight=0.0011276966099765669 0.0012056330312389205 0.0011743696147393434 0.0013826335267578859 0.0019636152996893364 0.0015276146342827473
leaf_count=688 192 524 758 518 441
internal_value=0 -0.0017304 0.000734974 0.00706147 -0.00723773
internal_weight=0 0.00717593 0.00600156 0.00334625 0.00265531
internal_count=3121 2929 2405 1276 1129
is_linear=0
shrinkage=0.1


Tree=6985
num_leaves=7
num_cat=0
split_feature=50 15 16 2 133 52
split_gain=2.85442e-05 3.38027e-05 5.94817e-05 5.2597e-05 6.10026e-05 6.64691e-05
threshold=0.079410000000000008 -0.15026499999999995 -0.36241499999999999 0.10644500000000001 1.0000000180025095e-35 -0.0064899999999999992
decision_type=2 2 2 2 2 2
left_child=1 -1 -3 4 5 -4
right_child=-2 2 3 -5 -6 -7
leaf_value=0.00037040526881564447 -0.00030620999720479915 -0.00041313745990209297 -0.00018983286394845647 0.00042479566906315118 -0.00045539994444971385 0.00034146815311136147
leaf_weight=0.0010155144237581912 0.0010607682933084636 0.0011841818480384488 0.0017162367153326064 0.0012536802323567945 0.0010050490873838294 0.0019159967194031743
leaf_count=318 609 216 415 351 605 607
internal_value=0 3.58728e-05 -1.21436e-05 6.84629e-05 -2.7871e-05 9.04275e-05
internal_weight=0 0.00809066 0.00707514 0.00589096 0.00463728 0.00363223
internal_count=3121 2512 2194 1978 1627 1022
is_linear=0
shrinkage=0.00196078


Tree=6986
num_leaves=7
num_cat=0
split_feature=11 13 12 49 15 2
split_gain=2.1692e-05 2.64247e-05 3.563e-05 6.57918e-05 4.91753e-05 4.74788e-05
threshold=1.0000000180025095e-35 -0.094514999999999988 0.051320000000000005 -0.015259999999999998 -0.026084999999999994 0.083995000000000014
decision_type=2 2 2 2 2 2
left_child=1 -1 3 -3 -5 -4
right_child=-2 2 5 4 -6 -7
leaf_value=0.00023739402373513298 -0.00027985731868185391 -0.00027848772644845023 -0.00052829745515602176 3.3494515749170369e-05 0.00057255872115544171 1.8038230472207459e-05
leaf_weight=0.0017594673273894686 0.0010123334924777702 0.0013114245541808621 0.0010747138770881351 0.0015655507405576933 0.0011132775400017135 0.0014190899245205195
leaf_count=309 244 218 585 299 146 1320
internal_value=0 2.42802e-05 -3.35488e-05 8.13579e-05 0.000257521 -0.000217407
internal_weight=0 0.00824352 0.00648406 0.00399025 0.00267883 0.0024938
internal_count=3121 2877 2568 663 445 1905
is_linear=0
shrinkage=0.00196078


Tree=6987
num_leaves=5
num_cat=0
split_feature=457 15 43 2
split_gain=1.2647e-05 2.71692e-05 2.54738e-05 4.84866e-05
threshold=0.045365000000000009 1.0000000180025095e-35 -0.04890499999999999 0.098260000000000014
decision_type=2 2 2 2
left_child=1 2 -1 -4
right_child=-2 -3 3 -5
leaf_value=0.010994783733790271 0.010020574456377572 -0.011983799919191202 -0.01683336219435266 0.0070730065702375973
leaf_weight=0.0019890222153721832 0.0010750312293583194 0.0018733053873840281 0.0014883307348861137 0.0019731212818424812
leaf_count=913 289 1167 357 395
internal_value=0 -0.00159455 0.00197619 -0.00320609
internal_weight=0 0.00732378 0.00545047 0.00346145
internal_count=3121 2832 1665 752
is_linear=0
shrinkage=0.1


Tree=6988
num_leaves=7
num_cat=0
split_feature=43 1 16 4 13 49
split_gain=1.24353e-05 3.04225e-05 5.33985e-05 3.63717e-05 2.79611e-05 3.01971e-05
threshold=-0.24021999999999996 0.11829500000000003 0.15891500000000003 -0.082109999999999975 -0.033284999999999988 -0.009244999999999998
decision_type=2 2 2 2 2 2
left_child=-1 2 3 -2 -5 -6
right_child=1 -3 -4 4 5 -7
leaf_value=-0.0099531415985501092 0.019629628289664542 0.016661497156257823 -0.022027873568477369 -0.012113604004922361 -0.0084568860758370158 0.013701631922396613
leaf_weight=0.0011107056121128908 0.0010319271664688892 0.0011082351338755729 0.0010372551049264156 0.0015235504020912494 0.0010145025879839465 0.0015618243788239905
leaf_count=166 488 350 399 1128 158 432
internal_value=0 0.0014067 -0.00133373 0.00284903 -0.0013746 0.00497608
internal_weight=0 0.00727729 0.00616906 0.0051318 0.00409988 0.00257633
internal_count=3121 2955 2605 2206 1718 590
is_linear=0
shrinkage=0.1


Tree=6989
num_leaves=6
num_cat=0
split_feature=15 0 0 52 4
split_gain=1.34045e-05 2.67757e-05 5.5044e-05 3.83493e-05 4.16328e-05
threshold=-0.11713499999999999 -0.10011499999999998 -0.14920999999999998 0.08976000000000002 -0.076779999999999987
decision_type=2 2 2 2 2
left_child=-1 2 -2 4 -3
right_child=1 3 -4 -5 -6
leaf_value=-0.0085650166927161205 -0.0047787079576164038 0.00056099082371489472 0.023906843082625348 0.0073983700841605236 -0.026469525702086508
leaf_weight=0.0015253700887870236 0.0013337611409955669 0.0012378542553285754 0.0013420010866867053 0.0018750729851028164 0.0010558162573940505
leaf_count=484 178 765 251 568 875
internal_value=0 0.00180134 0.00960824 -0.00320961 -0.0118816
internal_weight=0 0.00684451 0.00267576 0.00416874 0.00229367
internal_count=3121 2637 429 2208 1640
is_linear=0
shrinkage=0.1


Tree=6990
num_leaves=6
num_cat=0
split_feature=150 15 43 43 15
split_gain=1.38421e-05 2.776e-05 3.32956e-05 3.00882e-05 2.80891e-05
threshold=0.081835000000000019 -0.037864999999999989 -0.084004999999999982 0.016310000000000002 -0.10653
decision_type=2 2 2 2 2
left_child=1 4 -3 -4 -1
right_child=-2 2 3 -5 -6
leaf_value=-0.0018844151780550303 0.0086521275932126048 0.015134604134408688 -0.014170180003143427 0.0068167430316615962 -0.023074857061538934
leaf_weight=0.0016325314924980029 0.001491453517908658 0.0014816652996507609 0.0013411778154137112 0.0013922671496544433 0.0010141351590260946
leaf_count=483 420 375 926 299 618
internal_value=0 -0.00197718 0.00306289 -0.00348059 -0.0100041
internal_weight=0 0.00686178 0.00421511 0.00273344 0.00264667
internal_count=3121 2701 1600 1225 1101
is_linear=0
shrinkage=0.1


Tree=6991
num_leaves=8
num_cat=0
split_feature=50 15 4 0 49 0 13
split_gain=2.42104e-05 4.73162e-05 5.20225e-05 3.96344e-05 5.23587e-05 4.39255e-05 2.4263e-05
threshold=0.079410000000000008 -0.15026499999999995 0.23246000000000003 -0.10011499999999998 -0.006494999999999999 -0.060129999999999996 0.10820000000000002
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 -5 -7
right_child=-2 2 -4 5 -6 6 -8
leaf_value=0.00043023845675196817 -0.00028291729687855146 -4.146549840599771e-05 -0.00043555299632813883 -0.00042472713427910976 0.00056469264668017024 -8.8924625274182587e-05 0.00029665816353951151
leaf_weight=0.0010190804478249797 0.0010356666397098513 0.001113761183516076 0.001001549583885911 0.0010097114158349511 0.0010782871215129436 0.0016796927420941565 0.0010015588951973742
leaf_count=318 609 143 169 1311 173 330 68
internal_value=0 3.59126e-05 -2.24571e-05 4.78702e-05 0.000256709 -7.61582e-05 5.51066e-05
internal_weight=0 0.00790364 0.00688456 0.00588301 0.00219205 0.00369096 0.00268125
internal_count=3121 2512 2194 2025 316 1709 398
is_linear=0
shrinkage=0.00196078


Tree=6992
num_leaves=6
num_cat=0
split_feature=42 160 49 42 0
split_gain=1.34884e-05 2.21662e-05 2.77994e-05 7.01228e-05 2.9593e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.047584999999999995 0.091545000000000015 -0.10224499999999999
decision_type=2 2 2 2 2
left_child=-1 -2 -3 4 -4
right_child=1 2 3 -5 -6
leaf_value=-0.0089045141489296244 -0.0089484454421027339 0.017132414095360936 -0.0034898784960100387 -0.022323684372975196 0.016497710295928204
leaf_weight=0.00143232683659453 0.0015115884458058075 0.0013577484412891925 0.001271743282315473 0.0010038293831332499 0.0017740864679127689
leaf_count=862 828 257 170 435 569
internal_value=0 0.00175692 0.0047495 0.000597819 0.00815217
internal_weight=0 0.006919 0.00540741 0.00404966 0.00304583
internal_count=3121 2259 1431 1174 739
is_linear=0
shrinkage=0.1


Tree=6993
num_leaves=7
num_cat=0
split_feature=11 13 150 3 12 15
split_gain=3.40177e-05 2.52502e-05 3.50986e-05 5.43627e-05 6.53939e-05 4.00374e-05
threshold=0.076920000000000002 -0.091054999999999983 0.086615000000000011 0.095270000000000007 0.051320000000000005 0.087685000000000013
decision_type=2 2 2 2 2 2
left_child=1 -1 3 4 -3 -6
right_child=-2 2 -4 -5 5 -7
leaf_value=0.00022890291410175367 -0.00034946787391851287 0.00043666226788699074 -0.00034568839016380418 -0.0002838770839420795 -0.00033579020634633773 0.00020546329031495805
leaf_weight=0.0019391761824925904 0.0010023403714099653 0.0017826426761594675 0.0010975133745533515 0.0014558608978106347 0.0010853904683823924 0.001018502183898919
leaf_count=409 226 375 255 145 1092 619
internal_value=0 3.27499e-05 -2.63154e-05 3.92948e-05 0.000160352 -7.37674e-05
internal_weight=0 0.00837909 0.00643991 0.0053424 0.00388654 0.00210389
internal_count=3121 2895 2486 2231 2086 1711
is_linear=0
shrinkage=0.00196078


Tree=6994
num_leaves=7
num_cat=0
split_feature=1 2 0 4 3 12
split_gain=3.18413e-05 3.38565e-05 0.00016949 3.92231e-05 3.37329e-05 8.48596e-05
threshold=0.104035 0.092875000000000013 0.10455500000000001 -0.04890499999999999 0.11296500000000002 0.091200000000000017
decision_type=2 2 2 2 2 2
left_child=1 3 -3 -1 5 -2
right_child=4 2 -4 -5 -6 -7
leaf_value=-0.00021443641327086719 0.00070852086280002958 -0.00079237021934832859 0.00026372689419617803 0.00021168765780742681 -8.9395372753876668e-05 -6.2230223867056558e-05
leaf_weight=0.0014672523766549352 0.0010081225438426694 0.0012044489776676668 0.0011346208929102417 0.0019135943233590056 0.0015376826364202874 0.0012064483757814773
leaf_count=930 277 678 90 732 211 203
internal_value=0 -9.8723e-05 -0.000280085 2.67542e-05 0.000133716 0.000288633
internal_weight=0 0.00571992 0.00233907 0.00338085 0.00375225 0.00221457
internal_count=3121 2430 768 1662 691 480
is_linear=0
shrinkage=0.00196078


Tree=6995
num_leaves=8
num_cat=0
split_feature=50 15 4 0 49 16 16
split_gain=2.16761e-05 3.58457e-05 6.54483e-05 3.61661e-05 7.02535e-05 3.95991e-05 2.44443e-05
threshold=0.079410000000000008 -0.15026499999999995 0.23246000000000003 -0.10011499999999998 -0.006494999999999999 0.0057500000000000008 0.31475000000000003
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 -5 -7
right_child=-2 2 -4 5 -6 6 -8
leaf_value=0.00036485083187700647 -0.00027294585716060928 -9.024265547505113e-05 -0.00047853230476761907 -0.00035044408887275035 0.00059856426093058128 0.00027607782021329421 -0.0001038398072067762
leaf_weight=0.0010331364041459429 0.0010733462442973013 0.0011609814589576993 0.0010484229793620509 0.0012534837802632443 0.0011170230249456718 0.0012205681556607367 0.001395607646100744
leaf_count=318 609 143 169 1124 173 294 291
internal_value=0 2.33136e-05 -2.57207e-05 5.15019e-05 0.000247515 -6.38877e-05 7.34095e-05
internal_weight=0 0.00822922 0.00719609 0.00614766 0.002278 0.00386966 0.00261618
internal_count=3121 2512 2194 2025 316 1709 585
is_linear=0
shrinkage=0.00196078


Tree=6996
num_leaves=7
num_cat=0
split_feature=1 16 15 3 15 2
split_gain=1.17494e-05 4.1326e-05 2.64302e-05 4.19977e-05 3.9505e-05 3.1308e-05
threshold=0.077565000000000009 0.0057500000000000008 0.013270000000000002 0.10893000000000001 -0.070929999999999979 0.089525000000000007
decision_type=2 2 2 2 2 2
left_child=1 -1 3 4 5 -2
right_child=2 -3 -4 -5 -6 -7
leaf_value=-0.018392566192674095 -0.0084007489032353229 0.006177849564631039 -0.012149392221187105 -0.0089653108373714471 0.026361846348495907 0.016209493243688696
leaf_weight=0.0012993299373900231 0.0010665113997117793 0.0014467386906772122 0.001007909861131028 0.0013717118869862885 0.0011951962272137902 0.0010031105516644812
leaf_count=1263 284 373 423 212 339 227
internal_value=0 -0.00544789 0.00252721 0.00571768 0.0118867 0.00352742
internal_weight=0 0.00274607 0.00564444 0.00463653 0.00326482 0.00206962
internal_count=3121 1636 1485 1062 850 511
is_linear=0
shrinkage=0.1


Tree=6997
num_leaves=8
num_cat=0
split_feature=50 15 4 0 49 0 13
split_gain=1.83005e-05 3.17069e-05 4.79342e-05 4.11043e-05 5.77119e-05 4.7273e-05 2.59369e-05
threshold=0.079410000000000008 -0.15026499999999995 0.23246000000000003 -0.10011499999999998 -0.006494999999999999 -0.060129999999999996 0.10820000000000002
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 -5 -7
right_child=-2 2 -4 5 -6 6 -8
leaf_value=0.00035544141828814133 -0.00024737439401820366 -4.9718595916700013e-05 -0.00041392293422522821 -0.00043415935468727937 0.00058838348279406194 -8.852658245257723e-05 0.00030802959895644756
leaf_weight=0.001003559599495542 0.0010360023894932383 0.0011098754263403144 0.0010027102811331458 0.0010239105271633367 0.0010705720635181002 0.001686654442531358 0.0010161441815419447
leaf_count=318 609 143 169 1311 173 330 68
internal_value=0 2.97641e-05 -1.75359e-05 4.97488e-05 0.000263581 -7.53618e-05 6.05627e-05
internal_weight=0 0.00791343 0.00690987 0.00590716 0.00218045 0.00372671 0.0027028
internal_count=3121 2512 2194 2025 316 1709 398
is_linear=0
shrinkage=0.00196078


Tree=6998
num_leaves=8
num_cat=0
split_feature=47 4 4 3 12 42 0
split_gain=1.88314e-05 7.36749e-05 6.59581e-05 6.16139e-05 3.54831e-05 5.88976e-05 3.02555e-05
threshold=0.12209500000000001 0.24564500000000003 0.055260000000000011 0.10299500000000002 0.084225000000000008 0.08623500000000002 -0.10224499999999999
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 4 6 -6 -1
right_child=-2 -3 -4 -5 5 -7 -8
leaf_value=-0.00015571773210253527 -0.00026047504984755629 0.00038236713020022592 -0.00051762558073902454 0.00040116587518586994 -0.00060864465212541127 5.4902747413550346e-05 0.00029279093699986487
leaf_weight=0.0011392348500189682 0.0010055496758481107 0.0017432063079938914 0.0010651791147717072 0.0012359878834365123 0.0010447058478817129 0.0010129680107647963 0.0011743311668245891
leaf_count=176 97 401 242 122 934 778 371
internal_value=0 2.3434e-05 -7.03394e-05 1.46295e-05 -9.46655e-05 -0.000281988 7.19385e-05
internal_weight=0 0.00841561 0.00667241 0.00560723 0.00437124 0.00205767 0.00231357
internal_count=3121 3024 2623 2381 2259 1712 547
is_linear=0
shrinkage=0.00196078


Tree=6999
num_leaves=6
num_cat=0
split_feature=12 2 1 15 13
split_gain=1.75986e-05 4.83179e-05 7.40702e-05 3.92068e-05 6.81779e-05
threshold=0.051320000000000005 0.083215000000000011 0.10557500000000002 0.088235000000000022 -0.084034999999999985
decision_type=2 2 2 2 2
left_child=1 -1 -3 4 -2
right_child=3 2 -4 -5 -6
leaf_value=0.00044159711808079976 9.355863990749696e-05 -0.000334290299483984 0.00025367540233579844 0.00018987759216185576 -0.00047703584647858547
leaf_weight=0.0010878747898963449 0.0015242970912997587 0.0016181601686966432 0.0016779537186547534 0.0013518922659099151 0.0017063467865686651
leaf_count=201 558 305 315 669 1073
internal_value=0 8.32855e-05 -3.49744e-05 -9.04921e-05 -0.000207815
internal_weight=0 0.00438399 0.00329611 0.00458254 0.00323064
internal_count=3121 821 620 2300 1631
is_linear=0
shrinkage=0.00196078


Tree=7000
num_leaves=7
num_cat=0
split_feature=43 1 16 0 3 42
split_gain=1.06723e-05 3.21328e-05 4.99956e-05 3.28325e-05 2.64101e-05 3.58294e-05
threshold=-0.24021999999999996 0.11829500000000003 0.15891500000000003 -0.077999999999999986 0.090900000000000009 0.08623500000000002
decision_type=2 2 2 2 2 2
left_child=-1 2 3 4 5 -2
right_child=1 -3 -4 -5 -6 -7
leaf_value=-0.0092279523853241816 -0.017896719462371931 0.016937620474463219 -0.021465925173835665 0.01658312794845896 0.009412424281272206 0.0061458828621918267
leaf_weight=0.0011079791715241085 0.0014989805270706233 0.001114218647935373 0.001043690026289199 0.001257602550544103 0.0013318657502522611 0.0010568451478614963
leaf_count=166 975 350 399 519 134 578
internal_value=0 0.00130462 -0.00150983 0.00253814 -0.00200518 -0.007955
internal_weight=0 0.0073032 0.00618898 0.00514529 0.00388769 0.00255583
internal_count=3121 2955 2605 2206 1687 1553
is_linear=0
shrinkage=0.1


Tree=7001
num_leaves=7
num_cat=0
split_feature=13 16 43 48 13 4
split_gain=1.17994e-05 2.32352e-05 4.25721e-05 3.24661e-05 3.01844e-05 3.05733e-05
threshold=-0.23438999999999996 0.23311500000000004 -0.09225499999999999 0.085845000000000019 -0.016469999999999995 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2
left_child=-1 2 -2 4 -4 -6
right_child=1 -3 3 -5 5 -7
leaf_value=0.0097247214298314 -0.020219989240742392 0.011354923301596539 -0.0072020639161389415 -0.012027094151837734 0.025093590333271729 0.0014798128809324321
leaf_weight=0.0010717517405515126 0.0012778767419490758 0.0011780654646891368 0.0011792271802226646 0.0014863672644148083 0.0010384990540130068 0.0011615460936509493
leaf_count=169 396 417 1147 359 425 208
internal_value=0 -0.00150962 -0.00397649 0.00028958 0.00570705 0.0126264
internal_weight=0 0.00732158 0.00614352 0.00486564 0.00337927 0.00220005
internal_count=3121 2952 2535 2139 1780 633
is_linear=0
shrinkage=0.1


Tree=7002
num_leaves=6
num_cat=0
split_feature=157 42 42 0 1
split_gain=1.17043e-05 2.68439e-05 3.37612e-05 4.00335e-05 4.01448e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 0.092145000000000019 -0.060129999999999996 0.094385000000000011
decision_type=2 2 2 2 2
left_child=-1 -2 3 4 -3
right_child=1 2 -4 -5 -6
leaf_value=-0.0099886940661522185 -0.011387802390930773 -0.0084259456801948907 -0.010320927202806821 0.023225671107428118 0.013159663454507822
leaf_weight=0.0010412739588078011 0.0013515774489260583 0.0017030684812255198 0.0012610152389258928 0.0012763986549505567 0.0017437702261702309
leaf_count=571 795 654 592 203 306
internal_value=0 0.00134086 0.0042157 0.00809671 0.0024943
internal_weight=0 0.00733583 0.00598425 0.00472324 0.00344684
internal_count=3121 2550 1755 1163 960
is_linear=0
shrinkage=0.1


Tree=7003
num_leaves=8
num_cat=0
split_feature=52 0 12 0 0 0 1
split_gain=3.76289e-05 4.93071e-05 5.50798e-05 5.10061e-05 4.02526e-05 8.78986e-05 4.64837e-05
threshold=0.15915500000000002 -0.053834999999999994 0.085635000000000003 -0.078904999999999989 -0.10607499999999999 -0.14920999999999998 0.10887500000000001
decision_type=2 2 2 2 2 2 2
left_child=1 3 -3 4 5 6 -1
right_child=-2 2 -4 -5 -6 -7 -8
leaf_value=0.00021110831206633295 -0.00036925452227298496 0.00011823443716001611 -0.00045672448746659014 0.0005306039824747341 -0.00021063249786537614 0.00060929207579146587 -0.00033105039346098135
leaf_weight=0.0012747094751746346 0.0010008876095807676 0.0011739117505887868 0.0014100110065415246 0.0010076548271431823 0.0015956491938878031 0.0011545658218041028 0.0011624798135337305
leaf_count=164 368 252 241 518 1255 244 79
internal_value=0 3.20209e-05 -0.000195513 0.000126924 4.85088e-05 0.000163633 -4.74882e-05
internal_weight=0 0.00877898 0.00258392 0.00619506 0.0051874 0.00359176 0.00243719
internal_count=3121 2753 493 2260 1742 487 243
is_linear=0
shrinkage=0.00196078


Tree=7004
num_leaves=7
num_cat=0
split_feature=50 15 16 0 0 43
split_gain=1.93588e-05 4.04729e-05 4.70787e-05 4.66566e-05 3.58742e-05 2.4098e-05
threshold=0.079410000000000008 -0.15026499999999995 -0.36241499999999999 -0.10607499999999999 -0.060129999999999996 -0.074359999999999996
decision_type=2 2 2 2 2 2
left_child=1 -1 -3 -4 -5 -6
right_child=-2 2 3 4 5 -7
leaf_value=0.00038914365047576781 -0.00025427060492081127 -0.00038565701147647892 0.00029115453693339126 -0.00034844648416882415 0.00025621283777610735 -0.0001192636241687549
leaf_weight=0.001025466220293576 0.0010808567768878672 0.0011773122811304772 0.0019580552650560034 0.0012827854261539991 0.0012022330002920874 0.001449482764928891
leaf_count=318 609 216 237 1354 136 251
internal_value=0 2.51116e-05 -2.76904e-05 4.38301e-05 -7.9254e-05 5.09696e-05
internal_weight=0 0.00809533 0.00706987 0.00589256 0.0039345 0.00265172
internal_count=3121 2512 2194 1978 1741 387
is_linear=0
shrinkage=0.00196078


Tree=7005
num_leaves=8
num_cat=0
split_feature=50 4 151 49 15 12 13
split_gain=1.81734e-05 3.31016e-05 3.23807e-05 4.14069e-05 5.56628e-05 6.44352e-05 7.94177e-05
threshold=0.079410000000000008 0.36766000000000004 -0.024429999999999997 -0.054319999999999993 -0.037864999999999989 1.0000000180025095e-35 -0.084034999999999985
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 -4 -5 -6 -7
right_child=-2 -3 3 4 5 6 -8
leaf_value=0.00028555369292782994 -0.00024220333218419123 0.00034415043226985992 -0.00041850383479576623 -0.00033686007952610046 0.00050036635580559508 0.00033310885181784335 -0.00042507325596494215
leaf_weight=0.0011216367822687234 0.0010558870666111256 0.0011197593437013709 0.0011120570630719518 0.0013284886176537134 0.0012039381667426526 0.0010063024547372101 0.0011249660421355481
leaf_count=363 609 303 155 553 139 237 762
internal_value=0 3.1453e-05 -1.93119e-05 -7.85161e-05 2.55391e-06 0.00013775 -6.7089e-05
internal_weight=0 0.00801715 0.00689739 0.00577575 0.0046637 0.00333521 0.00213127
internal_count=3121 2512 2209 1846 1691 1138 999
is_linear=0
shrinkage=0.00196078


Tree=7006
num_leaves=8
num_cat=0
split_feature=11 12 52 13 16 16 43
split_gain=2.59108e-05 2.69048e-05 2.94621e-05 4.80024e-05 8.94481e-05 4.6151e-05 1.72859e-05
threshold=0.076920000000000002 0.097825000000000009 0.070205000000000017 -0.090639999999999984 -0.073849999999999985 0.033715000000000009 -0.0082299999999999995
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 -1 -5 -6 -4
right_child=-2 -3 6 4 5 -7 -8
leaf_value=0.00027288329377620754 -0.0003020171772225543 0.00026677578127340103 1.5873949482941114e-06 -0.00054152775043275932 0.00033120076925786691 -0.00022772201173136878 0.00036016684112252193
leaf_weight=0.0010366834601798162 0.0010151002881013003 0.0015108448473110025 0.0010668141685445719 0.0016971387602408581 0.0011429609094818331 0.0011290640926604519 0.0010026541797651769
leaf_count=245 226 433 509 441 556 367 344
internal_value=0 2.92512e-05 -2.14692e-05 -0.000102823 -0.000200952 5.34487e-05 0.000175319
internal_weight=0 0.00858616 0.00707532 0.00500585 0.00396916 0.00227203 0.00206947
internal_count=3121 2895 2462 1609 1364 923 853
is_linear=0
shrinkage=0.00196078


Tree=7007
num_leaves=6
num_cat=0
split_feature=52 12 1 48 0
split_gain=1.12077e-05 3.20837e-05 5.10047e-05 6.01506e-05 4.02567e-05
threshold=0.11434500000000002 0.095110000000000014 0.11181500000000001 0.083685000000000009 -0.10011499999999998
decision_type=2 2 2 2 2
left_child=1 2 3 4 -1
right_child=-2 -3 -4 -5 -6
leaf_value=0.0091859909280971371 -0.0086272073595741981 0.0136330145854082 -0.019169227168704811 0.021263414277798213 -0.014906503217702092
leaf_weight=0.0011933819757255456 0.0012967361381611099 0.0016651758768041498 0.0013404749805931955 0.0012825162504435036 0.0016558687312432723
leaf_count=217 501 558 294 332 1219
internal_value=0 0.00147888 -0.00221957 0.00327943 -0.00481559
internal_weight=0 0.00713742 0.00547224 0.00413177 0.00284925
internal_count=3121 2620 2062 1768 1436
is_linear=0
shrinkage=0.1


Tree=7008
num_leaves=6
num_cat=0
split_feature=12 160 0 151 1
split_gain=1.03285e-05 3.89244e-05 4.36103e-05 5.35471e-05 8.86443e-05
threshold=-0.010834999999999999 -1.0000000180025095e-35 -0.053834999999999994 -0.0033899999999999994 0.095285000000000022
decision_type=2 2 2 2 2
left_child=-1 -2 3 -3 -5
right_child=1 2 -4 4 -6
leaf_value=0.0086727124610636291 -0.01583562991699148 -0.011972849375801863 -0.012173571378651013 -0.0016741433855688463 0.031877253233435508
leaf_weight=0.0011649089701520612 0.0014970555890757176 0.001056838327355598 0.001534021557570521 0.0016827466639929513 0.0014800867871064998
leaf_count=421 870 226 308 1109 187
internal_value=0 -0.00147168 0.00226568 0.00751494 0.0140266
internal_weight=0 0.00725075 0.00575369 0.00421967 0.00316283
internal_count=3121 2700 1830 1522 1296
is_linear=0
shrinkage=0.1


Tree=7009
num_leaves=8
num_cat=0
split_feature=52 52 160 4 133 1 52
split_gain=3.13025e-05 6.12727e-05 4.88605e-05 4.67515e-05 6.39237e-05 5.13844e-05 4.63853e-05
threshold=-0.24456499999999998 -0.081429999999999989 0.050340000000000003 -1.0000000180025095e-35 1.0000000180025095e-35 0.111945 0.08976000000000002
decision_type=2 2 2 2 2 2 2
left_child=-1 -2 3 4 6 -5 -3
right_child=1 2 -4 5 -6 -7 -8
leaf_value=-0.00033459213902162655 0.0004648397413573847 0.00010828969090334108 -0.0004088815495614243 -0.00034515759999597089 -0.00019173207006036654 0.00014028765922816279 0.00069163938006776965
leaf_weight=0.0010295381972123758 0.0010769763595972022 0.0010452365296715045 0.001141483060327941 0.0018816498978650577 0.0010510969258546248 0.0015119186768783428 0.0010510239426708846
leaf_count=364 407 545 216 418 581 303 287
internal_value=0 2.68417e-05 -3.45601e-05 3.07642e-05 0.000202897 -0.00012888 0.00040077
internal_weight=0 0.00875939 0.00768241 0.00654093 0.00314736 0.00339357 0.00209626
internal_count=3121 2757 2350 2134 1413 721 832
is_linear=0
shrinkage=0.00196078


Tree=7010
num_leaves=7
num_cat=0
split_feature=50 15 4 151 1 13
split_gain=2.4935e-05 4.05737e-05 6.98206e-05 3.93473e-05 3.28327e-05 3.30611e-05
threshold=0.079410000000000008 -0.15026499999999995 0.23246000000000003 -0.0071249999999999985 0.084885000000000002 -0.017449999999999997
decision_type=2 2 2 2 2 2
left_child=1 -1 3 -3 5 -5
right_child=-2 2 -4 4 -6 -7
leaf_value=0.00039114999579051198 -0.00028749953787813378 0.00037138204485008064 -0.00048821967573341575 -9.1809928930376551e-05 -0.0002205244538973933 0.00032153241516525701
leaf_weight=0.0010541990096468541 0.0010604228297429611 0.0012386104437844001 0.0010490800392815814 0.0015327924535241341 0.001910195610671136 0.0014456510560515469
leaf_count=318 609 355 169 723 445 502
internal_value=0 3.19566e-05 -2.08088e-05 5.92192e-05 -1.98719e-05 0.000108815
internal_weight=0 0.00823053 0.00717633 0.00612725 0.00488864 0.00297844
internal_count=3121 2512 2194 2025 1670 1225
is_linear=0
shrinkage=0.00196078


Tree=7011
num_leaves=7
num_cat=0
split_feature=4 15 3 0 15 52
split_gain=3.19614e-05 3.11845e-05 7.1222e-05 6.78425e-05 7.79354e-05 1.91623e-05
threshold=-0.46376499999999993 -0.11713499999999999 -0.091054999999999983 -0.082009999999999986 -0.0088349999999999974 -0.0027449999999999996
decision_type=2 2 2 2 2 2
left_child=-1 -2 -3 4 5 -4
right_child=1 2 3 -5 -6 -7
leaf_value=-0.00033018792033094981 -0.00020620625826916637 0.00046024621142323475 -0.00029730991429275966 -0.00033165880069397724 0.000468319905222382 8.0331890663997213e-05
leaf_weight=0.0011014739343764854 0.0017923840680343882 0.0015117621753854265 0.00106691443188856 0.0018034918685542315 0.0015384162520109732 0.001001522545714598
leaf_count=183 484 429 362 861 546 256
internal_value=0 2.42996e-05 8.3986e-05 -2.11489e-05 0.000134112 -0.000114458
internal_weight=0 0.00871449 0.00692211 0.00541035 0.00360685 0.00206844
internal_count=3121 2938 2454 2025 1164 618
is_linear=0
shrinkage=0.00196078


Tree=7012
num_leaves=7
num_cat=0
split_feature=484 12 15 52 12 4
split_gain=1.18753e-05 1.87204e-05 3.94876e-05 5.7406e-05 8.90453e-05 5.86034e-05
threshold=0.073690000000000019 0.10388500000000002 0.088235000000000022 0.096795000000000006 0.084595000000000017 0.033845000000000007
decision_type=2 2 2 2 2 2
left_child=1 2 3 4 5 -1
right_child=-2 -3 -4 -5 -6 -7
leaf_value=0.014177955325431117 0.010122441039926731 -0.013849896301418356 0.016755079101382919 0.016426706983934738 -0.033855070359414374 -0.013883374907001656
leaf_weight=0.0014699290338296399 0.0010043720708758407 0.0010481186523101128 0.0012198177288702374 0.0011537193201667231 0.0010536745088724217 0.0015074566244928824
leaf_count=437 394 322 552 234 883 299
internal_value=0 -0.00146076 0.000566738 -0.00324188 -0.00887117 -2.95552e-05
internal_weight=0 0.00745272 0.0064046 0.00518478 0.00403106 0.00297739
internal_count=3121 2727 2405 1853 1619 736
is_linear=0
shrinkage=0.1


Tree=7013
num_leaves=7
num_cat=0
split_feature=4 16 16 15 4 2
split_gain=1.21987e-05 2.24524e-05 1.93101e-05 3.75473e-05 6.56958e-05 1.90153e-05
threshold=0.27044500000000005 -0.092484999999999984 -0.056919999999999991 -0.016799999999999995 -0.10429499999999998 0.091545000000000015
decision_type=2 2 2 2 2 2
left_child=1 5 -3 -4 -5 -1
right_child=-2 2 3 4 -6 -7
leaf_value=-0.0009435594908173804 0.0086795152770662576 0.012752013439649651 -0.016022046578564719 -0.0090394705153876518 0.02394381691318883 -0.019629236524157795
leaf_weight=0.0011017034035698077 0.0013379518657162422 0.0012492956522535286 0.0012144694972011497 0.0013716954351769908 0.0010788217058861471 0.0010770116406773594
leaf_count=295 365 860 651 264 490 196
internal_value=0 -0.00173072 0.00201544 -0.00164437 0.00548117 -0.0101805
internal_weight=0 0.007093 0.00491428 0.00366499 0.00245052 0.00217872
internal_count=3121 2756 2265 1405 754 491
is_linear=0
shrinkage=0.1


Tree=7014
num_leaves=7
num_cat=0
split_feature=16 43 13 1 2 16
split_gain=1.17143e-05 4.69143e-05 3.32935e-05 4.59931e-05 4.00742e-05 1.04538e-05
threshold=0.38525000000000004 0.08845500000000002 -0.010739999999999998 0.08844500000000001 0.092755000000000018 -0.078844999999999985
decision_type=2 2 2 2 2 2
left_child=1 2 3 -1 5 -4
right_child=-2 -3 4 -5 -6 -7
leaf_value=-0.0039118465843974047 0.0090058986954233231 -0.021289941003432754 0.012654778689940291 0.024286350230535728 -0.014932588338486895 -0.0016450348925365803
leaf_weight=0.0010828778354858 0.0012163532320555734 0.0010363377538239278 0.0010291616543754642 0.0012416894988686005 0.0017919503058975304 0.0010158391641894586
leaf_count=1016 311 292 318 543 372 269
internal_value=0 -0.00160454 0.00170645 0.0111505 -0.0040151 0.00555145
internal_weight=0 0.00719786 0.00616152 0.00232457 0.00383695 0.002045
internal_count=3121 2810 2518 1559 959 587
is_linear=0
shrinkage=0.1


Tree=7015
num_leaves=7
num_cat=0
split_feature=4 150 13 0 43 13
split_gain=1.03254e-05 1.99689e-05 2.60134e-05 3.5124e-05 5.58343e-05 2.35731e-05
threshold=0.27044500000000005 0.086615000000000011 -0.13710499999999998 -0.10011499999999998 -0.0030899999999999994 -0.0034749999999999994
decision_type=2 2 2 2 2 2
left_child=1 2 -1 -4 5 -5
right_child=-2 -3 3 4 -6 -7
leaf_value=-0.013477452922073316 0.0080121157454305422 -0.014109031904818154 0.015291671761658344 0.017723763471096159 -0.020791143934916548 -0.0034165557653931507
leaf_weight=0.0010676948422331479 0.0013320886032247648 0.0010788965955953519 0.0017150426887245231 0.0010456175430885873 0.0010925568245948353 0.001064411093911381
leaf_count=130 365 269 297 1088 625 347
internal_value=0 -0.0015863 0.000671011 0.00374287 -0.00244173 0.00705946
internal_weight=0 0.00706422 0.00598532 0.00491763 0.00320259 0.00211003
internal_count=3121 2756 2487 2357 2060 1435
is_linear=0
shrinkage=0.1


Tree=7016
num_leaves=7
num_cat=0
split_feature=0 0 15 150 13 1
split_gain=1.21156e-05 2.88603e-05 2.94436e-05 3.46479e-05 2.25126e-05 1.00214e-05
threshold=-0.061629999999999997 -0.083914999999999976 -0.0063699999999999989 0.081835000000000019 0.10820000000000002 0.10956
decision_type=2 2 2 2 2 2
left_child=1 2 3 5 -2 -1
right_child=4 -3 -4 -5 -6 -7
leaf_value=-0.019259065436799627 -0.0014092657099383889 -0.017975732473137152 0.012973812035888455 0.0097044166019534268 0.017256894314645787 -0.0054036992723399246
leaf_weight=0.0010211251391459486 0.0017971586954142016 0.0010182136964334756 0.0013594170098765986 0.0011073173290829796 0.0010088218330251779 0.0010680264920318898
leaf_count=580 486 1054 509 257 98 137
internal_value=0 -0.00275518 0.000646522 -0.00459612 0.0053017 -0.0121759
internal_weight=0 0.0055741 0.00455589 0.00319647 0.00280598 0.00208915
internal_count=3121 2537 1483 974 584 717
is_linear=0
shrinkage=0.1


Tree=7017
num_leaves=6
num_cat=0
split_feature=3 52 52 0 43
split_gain=1.16797e-05 2.21609e-05 3.10481e-05 3.36122e-05 3.341e-05
threshold=0.13524500000000003 0.11125500000000001 -0.0064899999999999992 -0.14116499999999996 -0.0037449999999999996
decision_type=2 2 2 2 2
left_child=1 2 3 -1 -4
right_child=-2 -3 4 -5 -6
leaf_value=-0.021361547520934155 0.0090093755009549477 -0.014989619559937065 -0.0043081675340193946 0.0016934775645229363 0.015543998376910957
leaf_weight=0.0010468842603614046 0.0012157801348629755 0.0010529194763059021 0.0014931377282318731 0.0015970455056472635 0.0019612403573013078
leaf_count=144 192 484 782 985 534
internal_value=0 -0.00159253 0.000720581 -0.00743534 0.006963
internal_weight=0 0.00715123 0.00609831 0.00264393 0.00345438
internal_count=3121 2929 2445 1129 1316
is_linear=0
shrinkage=0.1


Tree=7018
num_leaves=7
num_cat=0
split_feature=15 48 49 0 16 3
split_gain=1.01128e-05 2.4505e-05 3.67821e-05 8.025e-05 3.19341e-05 3.45235e-05
threshold=-0.11713499999999999 0.092475000000000016 -0.066894999999999982 -0.10011499999999998 0.38525000000000004 -0.082974999999999979
decision_type=2 2 2 2 2 2
left_child=-1 2 -2 -4 5 -5
right_child=1 -3 3 4 -6 -7
leaf_value=-0.0073986660397369246 -0.018203679588705501 0.015717032095805519 0.021653521329779032 -0.00045241007004149256 0.0085731628715616567 -0.025342170998143378
leaf_weight=0.0015287999556253202 0.0010174758010956797 0.0010418373499737239 0.0015255033567882817 0.0011189141347824863 0.0010117066839080771 0.0011102389284753647
leaf_count=484 245 224 263 773 262 870
internal_value=0 0.00159937 -0.000943635 0.00274087 -0.0061615 -0.0128489
internal_weight=0 0.00682568 0.00578384 0.00476636 0.00324086 0.00222915
internal_count=3121 2637 2413 2168 1905 1643
is_linear=0
shrinkage=0.1


Tree=7019
num_leaves=6
num_cat=0
split_feature=51 43 3 2 1
split_gain=1.08414e-05 2.52703e-05 3.11351e-05 3.60275e-05 8.78759e-05
threshold=-0.076794999999999988 -0.15582499999999996 -0.078934999999999991 0.092875000000000013 0.10557500000000002
decision_type=2 2 2 2 2
left_child=-1 -2 -3 -4 -5
right_child=1 2 3 4 -6
leaf_value=-0.0080546530357947926 0.015393383595917024 -0.012004078012002971 0.015126474901996454 -0.024618852595323742 0.014030525358571392
leaf_weight=0.0014043610054380509 0.0011119860433973011 0.0017965262979751408 0.0016587642831766116 0.0011081710643188404 0.0012539486322358131
leaf_count=537 213 1306 473 342 250
internal_value=0 0.00158087 -0.00105936 0.00383073 -0.00410155
internal_weight=0 0.0069294 0.00581741 0.00402088 0.00236212
internal_count=3121 2584 2371 1065 592
is_linear=0
shrinkage=0.1


Tree=7020
num_leaves=8
num_cat=0
split_feature=50 15 16 2 133 52 4
split_gain=2.45028e-05 4.41653e-05 5.43692e-05 5.86508e-05 5.71239e-05 9.33621e-05 6.54999e-05
threshold=0.079410000000000008 -0.15914499999999995 -0.36241499999999999 0.10644500000000001 1.0000000180025095e-35 0.0031350000000000002 0.0052350000000000009
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 6 -4
right_child=-2 2 3 -5 -6 -7 -8
leaf_value=0.00040035111561579874 -0.00028500051704962457 -0.00039446133587880679 -0.00047171331769906076 0.0004200123363723887 -0.00045964908872013748 0.00056995129193862265 0.0001397068698446797
leaf_weight=0.0010686626020378412 0.0010864642163989089 0.0012745577718685083 0.001190430900026981 0.0013012240991061314 0.0010255962930393651 0.001016646963982671 0.0015516731378528051
leaf_count=306 609 221 439 351 609 441 145
internal_value=0 2.78651e-05 -2.62185e-05 5.0906e-05 -4.94817e-05 6.24347e-05 -0.000125729
internal_weight=0 0.00842879 0.00736013 0.00608557 0.00478435 0.00375875 0.0027421
internal_count=3121 2512 2206 1985 1634 1025 584
is_linear=0
shrinkage=0.00196078


Tree=7021
num_leaves=7
num_cat=0
split_feature=11 2 52 52 3 0
split_gain=1.97425e-05 3.1327e-05 5.88288e-05 6.76607e-05 3.59093e-05 9.0171e-06
threshold=1.0000000180025095e-35 0.089775000000000008 -0.013374999999999998 0.10347000000000002 -0.078934999999999991 -0.08824499999999999
decision_type=2 2 2 2 2 2
left_child=1 4 -3 -4 -1 -6
right_child=-2 2 3 -5 5 -7
leaf_value=-0.00038130622709473363 -0.00026458013516404732 0.00043443319395306695 -0.00025079394576917242 0.00032706932011636694 -9.0513631799534299e-05 0.00016850921267427989
leaf_weight=0.0012587600164791525 0.0010059431608268289 0.0016021741108657502 0.0019869152433943495 0.0012814276495638913 0.0010351379971849685 0.0010317237657010044
leaf_count=1085 244 499 455 330 182 326
internal_value=0 2.64801e-05 0.000126649 -2.42296e-05 -0.000120222 3.87839e-05
internal_weight=0 0.00819614 0.00487052 0.00326834 0.00332562 0.00206686
internal_count=3121 2877 1284 785 1593 508
is_linear=0
shrinkage=0.00196078


Tree=7022
num_leaves=8
num_cat=0
split_feature=12 3 42 12 49 15 12
split_gain=2.23726e-05 4.17762e-05 4.1126e-05 4.79927e-05 3.54422e-05 8.46135e-05 0.000121444
threshold=0.10711000000000002 0.13524500000000003 0.091295000000000015 0.089795000000000014 -0.054319999999999993 -0.036009999999999993 0.051320000000000005
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 4 -1 -6 -7
right_child=-2 -3 -4 -5 5 6 -8
leaf_value=-0.00033989092601491885 -0.00028377210533083222 0.00039485214439771721 0.00025449943753022862 -0.00045282685411436656 -0.0002596635992408492 0.00080208682128624727 -0.00014936469282471709
leaf_weight=0.001003838764935653 0.0010218358824789801 0.0010233013415494934 0.0015685090357154367 0.0011992604425790088 0.0016204671431705796 0.0010595655258670835 0.0010049940635923631
leaf_count=240 285 179 586 502 501 160 668
internal_value=0 2.33446e-05 -2.76387e-05 -0.000102796 -1.32695e-05 7.57054e-05 0.000338936
internal_weight=0 0.00847994 0.00745663 0.00588813 0.00468887 0.00368503 0.00206456
internal_count=3121 2836 2657 2071 1569 1329 828
is_linear=0
shrinkage=0.00196078


Tree=7023
num_leaves=6
num_cat=0
split_feature=0 47 3 13 3
split_gain=1.35678e-05 2.66453e-05 4.7303e-05 6.39986e-05 1.82418e-05
threshold=-0.062294999999999996 0.087235000000000021 0.090900000000000009 -0.0034749999999999994 0.076840000000000006
decision_type=2 2 2 2 2
left_child=1 2 3 -1 -2
right_child=4 -3 -4 -5 -6
leaf_value=0.0059261173006886665 0.011601268898703292 -0.014124801061484208 0.017030872856179068 -0.025718819348644908 -0.0051348814664121173
leaf_weight=0.0016716562470019064 0.0018100443194817952 0.0015373589113891334 0.0013010117307692484 0.0010346438565158027 0.0010172863153906444
leaf_count=1560 469 304 198 464 126
internal_value=0 -0.00293271 0.00136101 -0.00617204 0.00557953
internal_weight=0 0.00554467 0.00400731 0.0027063 0.00282733
internal_count=3121 2526 2222 2024 595
is_linear=0
shrinkage=0.1


Tree=7024
num_leaves=7
num_cat=0
split_feature=13 3 16 52 1 4
split_gain=1.27246e-05 2.29685e-05 3.20194e-05 8.14247e-05 3.69757e-05 3.46831e-05
threshold=-0.23438999999999996 0.10893000000000001 0.23311500000000004 0.090245000000000006 1.0000000180025095e-35 0.053180000000000012
decision_type=2 2 2 2 2 2
left_child=-1 2 3 4 -2 -6
right_child=1 -3 -4 -5 5 -7
leaf_value=0.010119263390615849 -0.012005149360492814 -0.014612095715334098 0.016966971356742067 -0.026219789876344487 0.00024839689621640291 0.02198875583740089
leaf_weight=0.0010719632141076895 0.0010321669728900343 0.0011362129071197354 0.001028279192517508 0.0011187094815957328 0.0016414593607171849 0.001327083090358781
leaf_count=169 960 111 397 666 587 231
internal_value=0 -0.00155008 0.000864027 -0.00237039 0.00429857 0.0099674
internal_weight=0 0.00728391 0.0061477 0.00511942 0.00400071 0.00296854
internal_count=3121 2952 2841 2444 1778 818
is_linear=0
shrinkage=0.1


Tree=7025
num_leaves=8
num_cat=0
split_feature=11 2 3 42 4 3 52
split_gain=2.57229e-05 3.8305e-05 4.44432e-05 4.6504e-05 3.3253e-05 2.57622e-05 7.8027e-06
threshold=1.0000000180025095e-35 0.089775000000000008 0.088060000000000013 0.084835000000000008 0.033845000000000007 -0.078934999999999991 -0.0064899999999999992
decision_type=2 2 2 2 2 2 2
left_child=1 5 3 -3 -4 -1 -7
right_child=-2 2 4 -5 -6 6 -8
leaf_value=-0.00035494680128832549 -0.00030260554175339411 0.0006462925957103359 0.00017786529929172712 6.127980762930544e-05 -0.00025250654612069727 -0.00012217410531956401 0.00011949749034044643
leaf_weight=0.0012568116903003733 0.0010117442222116338 0.0010511080035869019 0.0014779604086645973 0.0010386423885994991 0.0012950812019973199 0.0010043951100657731 0.0010512059737094513
leaf_count=1085 244 447 152 541 144 190 318
internal_value=0 2.88233e-05 0.000139597 0.000355531 -2.31293e-05 -0.000133799 1.41341e-06
internal_weight=0 0.0081752 0.00486279 0.00208975 0.00277304 0.00331241 0.0020556
internal_count=3121 2877 1284 988 296 1593 508
is_linear=0
shrinkage=0.00196078


Tree=7026
num_leaves=6
num_cat=0
split_feature=51 49 42 0 15
split_gain=1.12763e-05 2.14423e-05 4.23164e-05 3.09697e-05 4.48637e-05
threshold=-0.076794999999999988 -0.081404999999999991 0.088915000000000008 -0.10836499999999999 -0.022504999999999997
decision_type=2 2 2 2 2
left_child=-1 -2 3 -3 -5
right_child=1 2 -4 4 -6
leaf_value=-0.0082238674258483056 0.015057117985353533 -0.0067797923132837936 -0.017511851746968531 0.026608135667863759 0.00074834007288129736
leaf_weight=0.0014052464226273044 0.0010113991324712081 0.0018009000032059015 0.0011950137448293327 0.0010368102138157546 0.0019008364043260314
leaf_count=537 199 325 718 488 854
internal_value=0 0.0015986 -0.000695463 0.00354546 0.00987527
internal_weight=0 0.00694496 0.00593356 0.00473855 0.00293765
internal_count=3121 2584 2385 1667 1342
is_linear=0
shrinkage=0.1


Tree=7027
num_leaves=6
num_cat=0
split_feature=0 1 3 2 16
split_gain=1.15051e-05 1.72985e-05 2.37833e-05 4.54371e-05 2.71144e-05
threshold=0.13134000000000004 0.077565000000000009 0.076840000000000006 0.081135000000000013 -0.095564999999999983
decision_type=2 2 2 2 2
left_child=1 -1 3 -3 -4
right_child=-2 2 4 -5 -6
leaf_value=-0.010281119168327477 0.0098360264481736452 -0.001666333142459987 0.0069138436479299408 0.024742906999392966 -0.013417760562166326
leaf_weight=0.0016997834497564047 0.0010318551417222155 0.0018519741782038631 0.0010823400517262619 0.0010050131786521301 0.0016649077575022122
leaf_count=1575 84 686 154 383 239
internal_value=0 -0.00144454 0.00123563 0.00762374 -0.00540767
internal_weight=0 0.00730402 0.00560424 0.00285699 0.00274725
internal_count=3121 3037 1462 1069 393
is_linear=0
shrinkage=0.1


Tree=7028
num_leaves=7
num_cat=0
split_feature=3 42 49 2 2 4
split_gain=1.18842e-05 3.58595e-05 5.14268e-05 2.86429e-05 4.95851e-05 6.54152e-05
threshold=-0.14477499999999996 0.091295000000000015 -0.054319999999999993 0.084245000000000014 0.098260000000000014 0.033845000000000007
decision_type=2 2 2 2 2 2
left_child=-1 2 -2 -4 -5 -6
right_child=1 -3 3 4 5 -7
leaf_value=-0.0098741854341346923 -0.020520951538233443 0.017567163187599176 0.013108601247904486 -0.019377286132405636 0.024720240013379094 -0.011189014765863026
leaf_weight=0.0010712925487700482 0.0011676637079800082 0.0011548341099058817 0.0017467221284970819 0.0011540588340164513 0.0010044448613753761 0.0010249680148343102
leaf_count=277 292 650 571 880 224 227
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internal_weight=0 0.00725269 0.00609786 0.00493019 0.00318347 0.00202941
internal_count=3121 2844 2194 1902 1331 451
is_linear=0
shrinkage=0.1


Tree=7029
num_leaves=8
num_cat=0
split_feature=11 2 52 52 2 12 16
split_gain=3.07053e-05 2.90084e-05 5.1475e-05 5.66556e-05 0.000158568 4.74663e-05 5.15558e-05
threshold=0.076920000000000002 0.089775000000000008 -0.013374999999999998 0.10347000000000002 0.10613000000000002 0.089735000000000023 -0.032969999999999992
decision_type=2 2 2 2 2 2 2
left_child=1 5 -3 4 -4 6 -1
right_child=-2 2 3 -5 -6 -7 -8
leaf_value=-0.00060033327482183888 -0.0003337209905357962 0.00040959692032615098 0.00034055831458987886 0.00030205372773773541 -0.00074981707146955093 0.00017555168093747364 1.8056592346554536e-05
leaf_weight=0.0010540322362041061 0.0010024534413435515 0.0016373713392269745 0.0010008375236666683 0.001324849115085304 0.001051500031138167 0.0013559805083986358 0.0010198811923493104
leaf_count=643 226 500 254 332 203 470 493
internal_value=0 2.92427e-05 0.000124288 -1.40394e-05 -0.000218087 -0.000109715 -0.00029623
internal_weight=0 0.00844445 0.00501456 0.00337719 0.00205234 0.00342989 0.00207391
internal_count=3121 2895 1289 789 457 1606 1136
is_linear=0
shrinkage=0.00196078


Tree=7030
num_leaves=7
num_cat=0
split_feature=457 15 43 2 2 3
split_gain=1.38356e-05 2.16605e-05 2.51232e-05 5.39374e-05 5.11542e-05 2.87332e-05
threshold=0.045365000000000009 0.088655000000000025 -0.074359999999999996 0.088225000000000012 0.10613000000000002 -0.08824499999999999
decision_type=2 2 2 2 2 2
left_child=1 2 5 -4 -5 -1
right_child=-2 -3 3 4 -6 -7
leaf_value=-0.0027271467888610739 0.010640954648319158 -0.014674830309814216 -0.023039971398744818 0.01993647921217254 -0.0071929626185992003 0.020471620508751159
leaf_weight=0.0010179852289305177 0.001057577190941677 0.0010790327254675356 0.0010841189709665838 0.0011154600540296488 0.0018439688421408055 0.0011227135010629472
leaf_count=272 289 662 596 276 360 666
internal_value=0 -0.00160126 0.000679832 -0.00395774 0.00303259 0.00943971
internal_weight=0 0.00726328 0.00618425 0.00404355 0.00295943 0.0021407
internal_count=3121 2832 2170 1232 636 938
is_linear=0
shrinkage=0.1


Tree=7031
num_leaves=8
num_cat=0
split_feature=484 160 4 12 4 2 16
split_gain=3.08172e-05 3.44896e-05 3.43598e-05 3.4255e-05 7.2233e-05 3.57784e-05 3.71418e-05
threshold=0.084040000000000017 -1.0000000180025095e-35 0.27287000000000006 0.10124000000000001 0.033845000000000007 0.088225000000000012 -0.069144999999999984
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 4 5 -3 -7
right_child=-2 2 -4 -5 -6 6 -8
leaf_value=-0.0003751216267879679 0.00030687995920074561 -0.00012540664933739348 0.00033175069671013334 -0.00038438633010898872 -0.00030646711928438005 0.00058066639511729075 8.4316231046333918e-05
leaf_weight=0.0011168595053959876 0.0010184536830435001 0.0010469870249163859 0.0010038688368287033 0.0010377965499856314 0.0018452489505164553 0.0010659918517953505 0.0012703818696225022
leaf_count=632 368 792 246 267 231 227 358
internal_value=0 -5.43149e-05 -5.03261e-06 -5.89848e-05 5.60229e-06 0.000175802 0.000310781
internal_weight=0 0.00838713 0.00727028 0.00626641 0.00522861 0.00338336 0.00233637
internal_count=3121 2753 2121 1875 1608 1377 585
is_linear=0
shrinkage=0.00196078


Tree=7032
num_leaves=7
num_cat=0
split_feature=50 15 4 151 1 133
split_gain=3.06442e-05 3.67181e-05 4.79632e-05 3.25074e-05 4.19559e-05 3.426e-05
threshold=0.079410000000000008 -0.15914499999999995 0.098655000000000007 -0.0071249999999999985 0.084885000000000002 1.0000000180025095e-35
decision_type=2 2 2 2 2 2
left_child=1 -1 3 -3 5 -5
right_child=-2 2 -4 4 -6 -7
leaf_value=0.00038756067808771717 -0.00031267677588322498 0.00036353717602472348 -0.00028311545843323583 0.00033774637816996652 -0.00026125502525626844 -0.00011544984280462543
leaf_weight=0.0010161243484012534 0.001080131384934944 0.00122692987414591 0.0018468885339661912 0.0015407428309744463 0.0015035846581642406 0.0010986026178099501
leaf_count=306 609 351 277 635 421 522
internal_value=0 3.85879e-05 -1.05477e-05 8.31981e-05 1.75664e-07 0.000149108
internal_weight=0 0.00823287 0.00721675 0.00536986 0.00414293 0.00263935
internal_count=3121 2512 2206 1929 1578 1157
is_linear=0
shrinkage=0.00196078


Tree=7033
num_leaves=6
num_cat=0
split_feature=43 16 0 16 16
split_gain=1.19686e-05 2.97056e-05 4.05215e-05 2.25095e-05 4.49793e-05
threshold=-0.24021999999999996 0.22339500000000004 -0.077999999999999986 -0.088159999999999988 -0.27167499999999994
decision_type=2 2 2 2 2
left_child=-1 2 3 4 -2
right_child=1 -3 -4 -5 -6
leaf_value=-0.009819432020617842 -0.0053841469952291875 -0.013251984276472154 0.017221741215950784 -0.0099188048424279345 0.021303860805825969
leaf_weight=0.0010908877342247067 0.0016535477111035317 0.0011598389538905844 0.001717979047418443 0.001695637167223056 0.0010217165709629414
leaf_count=166 309 414 696 1091 445
internal_value=0 0.0014156 0.00420955 -0.000904878 0.00480833
internal_weight=0 0.00724872 0.00608888 0.0043709 0.00267526
internal_count=3121 2955 2541 1845 754
is_linear=0
shrinkage=0.1


Tree=7034
num_leaves=8
num_cat=0
split_feature=11 13 12 0 151 15 1
split_gain=3.64787e-05 3.45304e-05 3.34908e-05 9.66512e-05 6.96033e-05 3.36912e-05 5.41363e-05
threshold=0.078065000000000009 -0.094514999999999988 -1.0000000180025095e-35 -0.053834999999999994 -0.0083949999999999979 0.084050000000000014 0.11181500000000001
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -3 4 -4 6 -6
right_child=-2 2 3 -5 5 -7 -8
leaf_value=0.00026345268916703042 -0.00035605882011718502 0.0002996997924489648 -0.00039312969908562943 -0.00055466700014906577 0.00053742826514619954 -0.00010610214095916113 -5.0425735752056847e-05
leaf_weight=0.0019820804122424197 0.0010217940504120117 0.0010163641164936165 0.0010705105754246821 0.0013167747023066249 0.0015049914997060244 0.0011257495157196758 0.0010041562658602992
leaf_count=332 211 330 329 274 679 883 83
internal_value=0 3.48438e-05 -2.95333e-05 -8.5098e-05 4.63075e-05 0.000175726 0.00030217
internal_weight=0 0.00902063 0.00703855 0.00602218 0.00470541 0.0036349 0.00250915
internal_count=3121 2910 2578 2248 1974 1645 762
is_linear=0
shrinkage=0.00196078


Tree=7035
num_leaves=6
num_cat=0
split_feature=457 2 52 15 13
split_gain=1.15113e-05 2.14139e-05 5.71538e-05 4.55438e-05 0.000102119
threshold=0.045365000000000009 0.11293500000000002 0.10160000000000001 -0.055554999999999993 -0.0034749999999999994
decision_type=2 2 2 2 2
left_child=1 2 3 -1 -5
right_child=-2 -3 -4 4 -6
leaf_value=-0.013825825979191721 0.0096644512031439991 0.0077837405314966192 -0.025471798787049499 0.024682376641551835 -0.013151710208540293
leaf_weight=0.001483924203725361 0.0010638826074757411 0.0018618486161080553 0.0010602536633322578 0.0015924653261417761 0.0012923822762732973
leaf_count=621 289 481 472 852 406
internal_value=0 -0.00147062 -0.00464434 0.000410256 0.00773309
internal_weight=0 0.00729087 0.00542903 0.00436877 0.00288485
internal_count=3121 2832 2351 1879 1258
is_linear=0
shrinkage=0.1


Tree=7036
num_leaves=6
num_cat=0
split_feature=4 42 49 0 52
split_gain=1.14372e-05 2.22374e-05 2.8724e-05 3.27569e-05 5.49941e-05
threshold=0.27044500000000005 0.092620000000000022 -0.00064499999999999985 -0.10011499999999998 0.083680000000000018
decision_type=2 2 2 2 2
left_child=1 2 -1 -4 -5
right_child=-2 -3 3 4 -6
leaf_value=-0.0095711168193805332 0.0084619996715220632 -0.015394800826202818 0.01802144984745338 -0.015779191819631368 0.012541347567490022
leaf_weight=0.0018847437751556839 0.0013277794419998008 0.0010090607629337821 0.0013616940481362499 0.0013090280131886668 0.0014398661974121282
leaf_count=519 365 526 236 849 626
internal_value=0 -0.00166056 0.000651016 0.00533796 -0.000944941
internal_weight=0 0.00700439 0.00599533 0.00411059 0.00274889
internal_count=3121 2756 2230 1711 1475
is_linear=0
shrinkage=0.1


Tree=7037
num_leaves=7
num_cat=0
split_feature=50 15 4 2 12 0
split_gain=3.05427e-05 4.53265e-05 5.59019e-05 3.85988e-05 4.05361e-05 3.91331e-05
threshold=0.079410000000000008 -0.15026499999999995 0.23246000000000003 0.089775000000000008 0.051320000000000005 -0.082974999999999979
decision_type=2 2 2 2 2 2
left_child=1 -1 3 4 -3 -5
right_child=-2 2 -4 5 -6 -7
leaf_value=0.00041816887035837143 -0.00031619726471355413 0.00010790471386415726 -0.00044126539392495769 0.00041175652640408703 -0.00039186537594751566 -2.2118507872900824e-06
leaf_weight=0.0010409061884082763 0.0010707395185053448 0.0012852593968270139 0.001034377451267803 0.0015917108441425567 0.0012127107798526357 0.0019578529287013072
leaf_count=318 609 153 169 304 950 618
internal_value=0 3.61171e-05 -2.00372e-05 5.20101e-05 -0.000134723 0.000183422
internal_weight=0 0.00812282 0.00708191 0.00604753 0.00249797 0.00354956
internal_count=3121 2512 2194 2025 1103 922
is_linear=0
shrinkage=0.00196078


Tree=7038
num_leaves=6
num_cat=0
split_feature=0 47 3 13 13
split_gain=1.12959e-05 2.76109e-05 4.85716e-05 4.63123e-05 2.4653e-05
threshold=-0.061629999999999997 0.087235000000000021 0.090900000000000009 -0.0034749999999999994 0.10820000000000002
decision_type=2 2 2 2 2
left_child=1 2 3 -1 -2
right_child=4 -3 -4 -5 -6
leaf_value=0.004346893815876174 -0.0019420496313234251 -0.014038230025080865 0.017540220446232317 -0.022685146116888873 0.017575936874242869
leaf_weight=0.0016605693682113631 0.0017866726242509083 0.0015405146587069724 0.0013061077984004004 0.0010249791171016509 0.0010146574819391088
leaf_count=1564 486 307 199 467 98
internal_value=0 -0.00266625 0.00172258 -0.00597028 0.00512747
internal_weight=0 0.00553217 0.00399166 0.00268555 0.00280133
internal_count=3121 2537 2230 2031 584
is_linear=0
shrinkage=0.1


Tree=7039
num_leaves=8
num_cat=0
split_feature=47 16 4 2 0 0 15
split_gain=2.59902e-05 4.54184e-05 6.4065e-05 4.7768e-05 4.34657e-05 5.26134e-05 6.73891e-05
threshold=0.12794000000000003 -0.48836499999999994 0.055260000000000011 0.10912000000000001 0.047850000000000011 -0.077999999999999986 -0.09095499999999998
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 4 5 6 -3
right_child=-2 2 -4 -5 -6 -7 -8
leaf_value=0.00035477209189011867 -0.00031403531272766586 0.00025695912518580076 -0.00038561813268538623 0.00042391699720665713 -0.00037179160592683107 0.00042197868117968524 -0.00040865400827231794
leaf_weight=0.0013140357126246787 0.001004821031460326 0.0011155715255760494 0.0016165860942411719 0.0010989835910148946 0.0010962894767302623 0.0011372750000959485 0.0012291177114108439
leaf_count=256 82 285 412 278 149 463 1196
internal_value=0 1.92107e-05 -4.12431e-05 5.68172e-05 -3.1303e-05 7.58992e-05 -9.19643e-05
internal_weight=0 0.00860786 0.00729382 0.00567724 0.00457825 0.00348196 0.00234469
internal_count=3121 3039 2783 2371 2093 1944 1481
is_linear=0
shrinkage=0.00196078


Tree=7040
num_leaves=8
num_cat=0
split_feature=50 484 133 3 13 15 2
split_gain=4.21897e-05 3.89975e-05 5.74757e-05 5.09948e-05 5.80968e-05 6.72352e-05 7.19185e-05
threshold=0.079410000000000008 0.073690000000000019 0.091410000000000005 0.10893000000000001 0.086705000000000018 -0.031204999999999997 0.089775000000000008
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 -1
right_child=-2 -3 -4 -5 -6 -7 -8
leaf_value=-8.817117125361248e-05 -0.00037354240812474194 0.00038297901933728083 -0.00041720370437338611 -0.00027440098681094763 0.00050888009602192801 -0.00029207175350621633 0.00062917069642817887
leaf_weight=0.0011524720944765345 0.0011141178902807402 0.0010661375978023102 0.0011694960376697049 0.0014021949332712509 0.0012801704682261503 0.0015195745362221579 0.0010067192360425146
leaf_count=322 609 340 421 167 206 748 308
internal_value=0 3.19933e-05 -1.7697e-05 5.57524e-05 0.000149107 2.39098e-05 0.000246288
internal_weight=0 0.00859676 0.00753063 0.00636113 0.00495894 0.00367877 0.00215919
internal_count=3121 2512 2172 1751 1584 1378 630
is_linear=0
shrinkage=0.00196078


Tree=7041
num_leaves=6
num_cat=0
split_feature=150 0 4 15 12
split_gain=1.11965e-05 2.67647e-05 3.58283e-05 2.66574e-05 7.60367e-05
threshold=0.081835000000000019 -0.10224499999999999 0.24564500000000003 0.088235000000000022 0.051320000000000005
decision_type=2 2 2 2 2
left_child=1 2 -1 4 -3
right_child=-2 3 -4 -5 -6
leaf_value=-0.022395522230957959 0.0078079491123076274 0.016118431817503769 0.0019165865061582779 0.01681252436857178 -0.014137503921151914
leaf_weight=0.0012106097351426794 0.0014846195428351236 0.0014307538947466586 0.0012140004960161425 0.0010443924050307458 0.0019802432105630536
leaf_count=272 420 328 158 628 1315
internal_value=0 -0.00176756 -0.0102225 0.00283358 -0.00144655
internal_weight=0 0.00688 0.00242461 0.00445539 0.003411
internal_count=3121 2701 430 2271 1643
is_linear=0
shrinkage=0.1


Tree=7042
num_leaves=7
num_cat=0
split_feature=13 48 0 2 16 43
split_gain=1.05521e-05 2.30666e-05 3.15183e-05 1.98916e-05 3.50219e-05 2.23047e-05
threshold=-0.23438999999999996 0.11077000000000002 -0.17169499999999996 0.090675000000000019 0.0057500000000000008 -0.0037449999999999996
decision_type=2 2 2 2 2 2
left_child=-1 2 -2 5 -5 -4
right_child=1 -3 3 4 -6 -7
leaf_value=0.0092073463187231745 0.016377776574146807 -0.015471393360018607 -0.0037906250902326995 -0.022258491193089855 0.0035627328436514854 0.013829892294435828
leaf_weight=0.0010706534139147432 0.0010795199510721188 0.0010073446464217662 0.0019469755141003659 0.001097250614290751 0.0010076592849954413 0.001138451884827677
leaf_count=169 140 142 1226 604 419 421
internal_value=0 -0.00142549 0.000831188 -0.00240229 -0.00989739 0.00271094
internal_weight=0 0.0072772 0.00626986 0.00519034 0.00210491 0.00308543
internal_count=3121 2952 2810 2670 1023 1647
is_linear=0
shrinkage=0.1


Tree=7043
num_leaves=6
num_cat=0
split_feature=4 42 49 0 52
split_gain=1.05302e-05 1.9233e-05 2.5351e-05 3.18493e-05 4.78201e-05
threshold=0.27044500000000005 0.092620000000000022 -0.00064499999999999985 -0.10011499999999998 0.083680000000000018
decision_type=2 2 2 2 2
left_child=1 2 -1 -4 -5
right_child=-2 -3 3 4 -6
leaf_value=-0.0090648311166987555 0.0080962973854933826 -0.014334507237099378 0.017498251479247797 -0.015078264950507023 0.01131973529088906
leaf_weight=0.0018804347122452604 0.0013313124907950724 0.001015040492445351 0.001355911830654092 0.0013078370498364733 0.0014437945243802972
leaf_count=519 365 526 236 849 626
internal_value=0 -0.00160593 0.000551726 0.00495419 -0.00122711
internal_weight=0 0.00700302 0.00598798 0.00410754 0.00275163
internal_count=3121 2756 2230 1711 1475
is_linear=0
shrinkage=0.1


Tree=7044
num_leaves=6
num_cat=0
split_feature=52 52 2 0 1
split_gain=1.09183e-05 3.12576e-05 2.43595e-05 2.83537e-05 6.46714e-05
threshold=-0.081429999999999989 -0.0064899999999999992 0.11704500000000001 -0.10607499999999999 0.079415000000000013
decision_type=2 2 2 2 2
left_child=-1 -2 3 -3 -5
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leaf_value=0.0068344579870198196 -0.016700305908851288 0.016492716688265754 -0.012737524671069218 0.010778264256931 -0.019511616847902969
leaf_weight=0.0018039827883283045 0.0011779866524678695 0.0013625430588796528 0.0010041983841123378 0.0018239276784439836 0.0011488876948679231
leaf_count=771 438 265 242 917 488
internal_value=0 -0.00195619 0.00129658 0.0045473 -0.0009277
internal_weight=0 0.00651754 0.00533956 0.00433536 0.00297282
internal_count=3121 2350 1912 1670 1405
is_linear=0
shrinkage=0.1


Tree=7045
num_leaves=6
num_cat=0
split_feature=457 1 42 15 2
split_gain=1.09888e-05 2.16578e-05 3.42421e-05 3.45592e-05 3.32835e-05
threshold=0.045365000000000009 0.12500000000000003 0.088915000000000008 0.035560000000000008 0.099185000000000009
decision_type=2 2 2 2 2
left_child=1 2 3 4 -1
right_child=-2 -3 -4 -5 -6
leaf_value=-0.0040664630035054548 0.0094809739911016766 0.011612974942568499 -0.017366492121973724 -0.015155202066457128 0.015063956358386369
leaf_weight=0.0019107432909881113 0.001056702736740898 0.0010822782280954174 0.0014171141409561978 0.0011040372498782726 0.0017354927570795307
leaf_count=690 289 261 783 725 373
internal_value=0 -0.00143459 -0.00372423 0.000345562 0.00503901
internal_weight=0 0.00724967 0.00616739 0.00475027 0.00364624
internal_count=3121 2832 2571 1788 1063
is_linear=0
shrinkage=0.1


Tree=7046
num_leaves=6
num_cat=0
split_feature=150 0 4 15 12
split_gain=1.02692e-05 2.94652e-05 2.99166e-05 2.83045e-05 6.76789e-05
threshold=0.081835000000000019 -0.10224499999999999 0.24564500000000003 0.088235000000000022 0.051320000000000005
decision_type=2 2 2 2 2
left_child=1 2 -1 4 -3
right_child=-2 3 -4 -5 -6
leaf_value=-0.021789715607934634 0.0075375278517154894 0.015339580821592078 0.00054836228807469847 0.017593842623271926 -0.013307688166535004
leaf_weight=0.0011970425861645025 0.0014706996493948155 0.0014223662991660209 0.0012011362908748362 0.0010397424336275013 0.0019625804372466272
leaf_count=272 420 328 158 628 1315
internal_value=0 -0.00167531 -0.0106016 0.00316274 -0.00127001
internal_weight=0 0.00682287 0.00239818 0.00442469 0.00338495
internal_count=3121 2701 430 2271 1643
is_linear=0
shrinkage=0.1


Tree=7047
num_leaves=6
num_cat=0
split_feature=0 47 3 13 3
split_gain=8.98699e-06 2.72098e-05 3.59617e-05 4.00657e-05 2.40611e-05
threshold=-0.062294999999999996 0.087235000000000021 0.090900000000000009 -0.0034749999999999994 0.076840000000000006
decision_type=2 2 2 2 2
left_child=1 2 3 -1 -2
right_child=4 -3 -4 -5 -6
leaf_value=0.0048915624611724695 0.011459150236680015 -0.013801554018497017 0.015632505116746891 -0.020440621256802443 -0.0078200039718328562
leaf_weight=0.0016493081315744128 0.0018067576180118656 0.0015139180106249501 0.0012943862929591741 0.0010046692884153724 0.0010087952905698909
leaf_count=1560 469 304 198 464 126
internal_value=0 -0.00240344 0.00196692 -0.00469799 0.00455155
internal_weight=0 0.00546228 0.00394836 0.00265398 0.00281555
internal_count=3121 2526 2222 2024 595
is_linear=0
shrinkage=0.1


Tree=7048
num_leaves=6
num_cat=0
split_feature=51 43 12 1 13
split_gain=8.74601e-06 2.74021e-05 2.85365e-05 3.35314e-05 2.52678e-05
threshold=-0.076794999999999988 -0.15323999999999996 0.092355000000000007 0.10060500000000001 -0.017449999999999997
decision_type=2 2 2 2 2
left_child=-1 -2 3 4 -3
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leaf_value=-0.0072688832388522655 0.015846114272979907 -0.015731238355918754 -0.01467142428224729 0.013180165115206203 0.0036555477829269705
leaf_weight=0.0013900255203561874 0.0011061229190762788 0.0011606275839050292 0.0012554802615202237 0.0017548120817346214 0.0015978193285231615
leaf_count=537 223 829 630 445 457
internal_value=0 0.00142833 -0.0013362 0.00237334 -0.00450152
internal_weight=0 0.00687486 0.00576874 0.00451326 0.00275845
internal_count=3121 2584 2361 1731 1286
is_linear=0
shrinkage=0.1


Tree=7049
num_leaves=7
num_cat=0
split_feature=50 15 4 2 48 0
split_gain=1.83269e-05 3.51092e-05 5.52522e-05 3.70627e-05 3.98543e-05 5.53653e-05
threshold=0.079410000000000008 -0.15026499999999995 0.23246000000000003 0.10672500000000001 0.082620000000000013 -0.053834999999999994
decision_type=2 2 2 2 2 2
left_child=1 -1 3 4 5 -3
right_child=-2 2 -4 -5 -6 -7
leaf_value=0.00036311753162316328 -0.00025192026680035881 7.7278499364598515e-05 -0.0004525243180652375 0.000328487321782806 0.00028728055160833946 -0.0004216996572765865
leaf_weight=0.0010194418891509155 0.0010529030816786343 0.0019424910915133303 0.0010017471651034395 0.0013675427997500494 0.0010913252561273127 0.001527011765579531
leaf_count=318 609 1232 169 350 273 170
internal_value=0 2.33688e-05 -2.66093e-05 4.53598e-05 -3.95347e-05 -0.000142334
internal_weight=0 0.00794956 0.00693012 0.00592837 0.00456083 0.0034695
internal_count=3121 2512 2194 2025 1675 1402
is_linear=0
shrinkage=0.00196078


Tree=7050
num_leaves=9
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split_feature=47 47 457 159 1 2 1 3
split_gain=4.27255e-05 6.53078e-05 4.37172e-05 4.91178e-05 6.8569e-05 6.60206e-05 3.63056e-05 2.91138e-05
threshold=0.12794000000000003 0.09550500000000002 0.045365000000000009 0.076905000000000015 0.090740000000000015 0.10097500000000002 0.10937500000000001 -0.078934999999999991
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 7 -6 -1
right_child=-2 -3 -4 -5 6 -7 -8 -9
leaf_value=-3.9747602219332945e-05 -0.0003921323074633187 0.00047082840162916765 0.00031353465644962266 0.000293487059183426 -0.00071144246718662094 -0.0004080925383995749 -0.00020018708792263562 0.00040918522036330931
leaf_weight=0.0010563886805695644 0.0010170722353579189 0.0011367772446353218 0.0011814500027102744 0.0010385190584353372 0.0010232011638762421 0.0010100377096642407 0.0011169898411048612 0.0011710621761376514
leaf_count=992 82 232 276 427 336 276 230 270
internal_value=0 3.25027e-05 -3.30806e-05 -9.69048e-05 -0.000172296 7.72314e-06 -0.000444613 0.000196275
internal_weight=0 0.00873443 0.00759765 0.0064162 0.00537768 0.00323749 0.00214019 0.00222745
internal_count=3121 3039 2807 2531 2104 1538 566 1262
is_linear=0
shrinkage=0.00196078


Tree=7051
num_leaves=7
num_cat=0
split_feature=51 47 15 52 13 47
split_gain=9.81041e-06 2.1512e-05 4.2293e-05 2.62562e-05 4.30581e-05 1.29229e-05
threshold=0.087505000000000013 0.077555000000000013 -0.083359999999999976 -0.0064899999999999992 -0.015874999999999997 0.10980000000000002
decision_type=2 2 2 2 2 2
left_child=1 2 -1 -4 -5 -3
right_child=-2 5 3 4 -6 -7
leaf_value=0.02202579549728002 -0.0082014523898718758 -0.015226562348562973 -0.013878096318204056 -0.0076227706929522581 0.016813200941023791 0.00076752297688303863
leaf_weight=0.0011212369807193558 0.001252872888817958 0.0010204403053953896 0.0010113891499986217 0.001413185953290877 0.0014724345335201219 0.0010004494457404936
leaf_count=544 435 229 613 681 487 132
internal_value=0 0.00140273 0.00491086 -1.33977e-05 0.00484608 -0.00730863
internal_weight=0 0.00703914 0.00501825 0.00389701 0.00288562 0.00202089
internal_count=3121 2686 2325 1781 1168 361
is_linear=0
shrinkage=0.1


Tree=7052
num_leaves=8
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split_feature=48 16 15 47 0 4 43
split_gain=3.91908e-05 5.59023e-05 6.91344e-05 5.72015e-05 6.27303e-05 8.04416e-05 4.30603e-05
threshold=0.11926500000000002 -0.48836499999999994 -0.11713499999999999 0.09550500000000002 -0.11242999999999999 -0.082109999999999975 -0.013819999999999997
decision_type=2 2 2 2 2 2 2
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right_child=-2 2 3 -5 5 -7 -8
leaf_value=0.00044300113652031008 -0.000376030017173124 -0.0004954404139589925 0.00030676822578712312 0.0004645869163893945 0.00035634160067217713 -0.00049435040927832386 -0.00018164575624128959
leaf_weight=0.001096235102727554 0.0010262995776733454 0.0010587131509365352 0.001491925236331129 0.0010473091398520602 0.0010844647709973146 0.001656973648727863 0.0012104295876045224
leaf_count=242 117 323 229 139 301 1416 354
internal_value=0 2.92377e-05 -3.08409e-05 4.49363e-05 -3.57985e-05 -0.000165126 7.25831e-05
internal_weight=0 0.00864605 0.00754982 0.0064911 0.00544379 0.00395187 0.00229489
internal_count=3121 3004 2762 2439 2300 2071 655
is_linear=0
shrinkage=0.00196078


Tree=7053
num_leaves=7
num_cat=0
split_feature=0 48 42 48 3 1
split_gain=1.08574e-05 2.98107e-05 3.07071e-05 2.8002e-05 2.23691e-05 3.81134e-05
threshold=-0.14920999999999998 0.082620000000000013 0.086325000000000013 0.086035000000000014 0.076840000000000006 0.08844500000000001
decision_type=2 2 2 2 2 2
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leaf_value=0.0060110458298864092 -0.0036420210941446925 0.017330487500236538 -0.012730363341858335 -0.016294084096325167 -0.0072453984692963311 0.022260791933106264
leaf_weight=0.0010486413185190032 0.0010839827673658625 0.0010665240689097244 0.0015574419964169204 0.0012149067451297391 0.0011363945075255704 0.001193467833670258
leaf_count=194 915 489 950 92 155 326
internal_value=0 0.00216015 -0.00109444 -0.00596071 0.00421402 0.00993201
internal_weight=0 0.00603781 0.00497129 0.00226355 0.00341385 0.00227745
internal_count=3121 2835 2346 286 1396 1241
is_linear=0
shrinkage=0.1


Tree=7054
num_leaves=7
num_cat=0
split_feature=50 15 4 2 4 1
split_gain=2.83747e-05 5.01727e-05 5.68977e-05 3.98481e-05 4.46619e-05 3.05067e-05
threshold=0.079410000000000008 -0.15026499999999995 0.23246000000000003 0.089775000000000008 -0.064054999999999987 0.086255000000000012
decision_type=2 2 2 2 2 2
left_child=1 -1 3 5 -5 -3
right_child=-2 2 -4 4 -6 -7
leaf_value=0.00043710228453582896 -0.00029424178300523567 0.00011789116479772871 -0.00044329463184862486 -3.2309124275495871e-05 0.00040240989305005855 -0.00032003456733661629
leaf_weight=0.0010782399469398797 0.0010872555754874126 0.0010581482519410989 0.0010288629783225456 0.0018083772056790982 0.0018261629434673499 0.0014491562282006652
leaf_count=318 609 771 169 371 551 332
internal_value=0 4.27469e-05 -1.65513e-05 5.49355e-05 0.000186114 -0.000135218
internal_weight=0 0.00824895 0.00717071 0.00614184 0.00363454 0.0025073
internal_count=3121 2512 2194 2025 922 1103
is_linear=0
shrinkage=0.00196078


Tree=7055
num_leaves=7
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split_feature=13 3 1 151 0 13
split_gain=1.19428e-05 2.60788e-05 3.04949e-05 3.88991e-05 4.04854e-05 4.20818e-05
threshold=-0.23438999999999996 0.10893000000000001 0.11588000000000001 -0.016164999999999995 -0.10224499999999999 -0.017449999999999997
decision_type=2 2 2 2 2 2
left_child=-1 2 3 -2 -5 -6
right_child=1 -3 -4 4 5 -7
leaf_value=0.0098173164375063154 0.015278688048130621 -0.015360253867881431 0.016179672693209347 -0.022771539926316267 -0.016074285038151677 0.0090110376245935639
leaf_weight=0.0010697092004057608 0.0010125799751865595 0.0011434797647303912 0.0010988523215172685 0.0011218817638062794 0.0010671743528300197 0.0017911351138254808
leaf_count=169 417 111 257 293 1054 820
internal_value=0 -0.00150312 0.00109805 -0.00222124 -0.00667331 -0.000354783
internal_weight=0 0.0072351 0.00609162 0.00499277 0.00398019 0.00285831
internal_count=3121 2952 2841 2584 2167 1874
is_linear=0
shrinkage=0.1


Tree=7056
num_leaves=7
num_cat=0
split_feature=50 15 4 151 1 3
split_gain=2.73013e-05 3.25554e-05 4.06012e-05 2.95731e-05 4.81005e-05 3.21616e-05
threshold=0.079410000000000008 -0.15026499999999995 0.23246000000000003 -0.0071249999999999985 0.084885000000000002 -0.059315
decision_type=2 2 2 2 2 2
left_child=1 -1 3 -3 5 -5
right_child=-2 2 -4 4 -6 -7
leaf_value=0.00036003813521338668 -0.00030564979357026789 0.00032435766689950974 -0.00038112973838122396 -3.5840341231455726e-05 -0.00027193993720714507 0.00038446645727667402
leaf_weight=0.0010112004404222233 0.001045748547461975 0.0011708271811931908 0.0010043191938869179 0.0017401149024395216 0.0018377123400755407 0.0011709473761281064
leaf_count=318 609 355 169 1102 445 123
internal_value=0 3.13969e-05 -1.65994e-05 4.52468e-05 -2.3569e-05 0.000133224
internal_weight=0 0.00793512 0.00692392 0.0059196 0.00474877 0.00291106
internal_count=3121 2512 2194 2025 1670 1225
is_linear=0
shrinkage=0.00196078


Tree=7057
num_leaves=7
num_cat=0
split_feature=50 15 47 3 2 4
split_gain=2.78315e-05 4.45372e-05 4.14987e-05 6.60935e-05 3.77804e-05 5.49738e-05
threshold=0.079410000000000008 -0.15026499999999995 0.096175000000000024 0.10542000000000001 0.092875000000000013 -0.04890499999999999
decision_type=2 2 2 2 2 2
left_child=1 -1 3 4 5 -3
right_child=-2 2 -4 -5 -6 -7
leaf_value=0.00041923225979498046 -0.00030629064677562039 -0.00028600899962701834 -0.00034623385260167968 0.00044234640374795991 -0.00030476416146624067 0.00028282556942859732
leaf_weight=0.0010111050917117285 0.0010401342289909311 0.0010353544986378956 0.001240491917757343 0.0012771805111757616 0.0015993627394145986 0.0017696595547079827
leaf_count=318 609 705 185 135 692 477
internal_value=0 3.48285e-05 -2.13215e-05 4.96188e-05 -6.42643e-05 7.28639e-05
internal_weight=0 0.00793315 0.00692205 0.00568156 0.00440438 0.00280501
internal_count=3121 2512 2194 2009 1874 1182
is_linear=0
shrinkage=0.00196078


Tree=7058
num_leaves=7
num_cat=0
split_feature=47 16 4 3 2 52
split_gain=2.80803e-05 5.89819e-05 4.40008e-05 4.69095e-05 2.89384e-05 3.60686e-05
threshold=0.11926500000000002 -0.48836499999999994 0.055260000000000011 0.10299500000000002 0.095195000000000016 -0.0064899999999999992
decision_type=2 2 2 2 2 2
left_child=1 -1 3 4 5 -3
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leaf_value=0.0004165530603018641 -0.00031297487695921861 -0.0002135728296968192 -0.00033274858387628934 0.00038100385204957037 -0.00032676039160498758 0.0002142919711349756
leaf_weight=0.0012980103503642693 0.0010143128620974428 0.0012685959007169856 0.0015277876945783151 0.0012286800756449202 0.0011061468108941237 0.0018801241484898608
leaf_count=249 112 645 399 122 503 1091
internal_value=0 3.26098e-05 -3.84698e-05 4.35201e-05 -5.39352e-05 4.19084e-05
internal_weight=0 0.00830934 0.00701133 0.00548355 0.00425487 0.00314872
internal_count=3121 3009 2760 2361 2239 1736
is_linear=0
shrinkage=0.00196078


Tree=7059
num_leaves=8
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split_feature=50 15 4 2 52 3 1
split_gain=2.65347e-05 5.41877e-05 3.60207e-05 3.85013e-05 4.97731e-05 6.2299e-05 5.31494e-05
threshold=0.079410000000000008 -0.15914499999999995 0.23246000000000003 0.10672500000000001 -0.088204999999999992 -0.059315 0.086560000000000012
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 -6 -7
right_child=-2 2 -4 -5 5 6 -8
leaf_value=0.00044407560769605981 -0.00029775894404650906 -0.00041642606641326672 -0.00037057751353364223 0.00031063507340972738 -0.00025514403328895228 0.00057636517989369609 -4.0934422609733041e-05
leaf_weight=0.0010606092975926325 0.00107078603655283 0.001136154485079875 0.0010274679067439237 0.0014093005941641116 0.0014830388679170736 0.0010717941847186616 0.001073201221862697
leaf_count=306 609 397 172 350 1080 81 126
internal_value=0 3.02986e-05 -3.06455e-05 2.59301e-05 -5.82888e-05 5.38654e-05 0.000267513
internal_weight=0 0.00826157 0.00720096 0.00617349 0.00476419 0.00362803 0.002145
internal_count=3121 2512 2206 2034 1684 1287 207
is_linear=0
shrinkage=0.00196078


Tree=7060
num_leaves=6
num_cat=0
split_feature=42 160 43 16 0
split_gain=1.26183e-05 1.94191e-05 2.86253e-05 4.78779e-05 8.61709e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.074359999999999996 -0.056919999999999991 -0.20211999999999997
decision_type=2 2 2 2 2
left_child=-1 -2 -3 4 -4
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leaf_value=-0.0086526184029661925 -0.0083068695710015253 0.016260786811588733 -0.014240780418254717 -0.015457290549264584 0.022925996730617515
leaf_weight=0.001418617961455833 0.0015153493111207594 0.0014972132858480534 0.0010466068317415704 0.0013251213779472129 0.0015441910251717881
leaf_count=862 828 482 89 322 538
internal_value=0 0.0016992 0.0045003 3.78817e-06 0.0079117
internal_weight=0 0.00692848 0.00541313 0.00391592 0.0025908
internal_count=3121 2259 1431 949 627
is_linear=0
shrinkage=0.1


Tree=7061
num_leaves=6
num_cat=0
split_feature=13 157 4 49 2
split_gain=1.22664e-05 1.79878e-05 3.97395e-05 3.65718e-05 2.12113e-05
threshold=0.18141000000000002 -1.0000000180025095e-35 -0.082109999999999975 -0.026779999999999995 0.088475000000000012
decision_type=2 2 2 2 2
left_child=1 -1 -3 -4 -5
right_child=-2 2 3 4 -6
leaf_value=-0.010977146643520012 -0.0099372813819035427 0.016327594031098569 0.011646098986263759 -0.017800747793567738 -0.00084304261581265554
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leaf_count=559 162 585 311 706 798
internal_value=0 0.00143676 0.00343884 -0.00150836 -0.00768151
internal_weight=0 0.00723748 0.00623235 0.00450367 0.00306522
internal_count=3121 2959 2400 1815 1504
is_linear=0
shrinkage=0.1


Tree=7062
num_leaves=6
num_cat=0
split_feature=484 49 0 16 52
split_gain=1.35413e-05 1.73735e-05 3.5768e-05 3.66061e-05 4.91894e-05
threshold=0.064170000000000019 -0.081404999999999991 -0.11756999999999999 -0.056919999999999991 0.091275000000000009
decision_type=2 2 2 2 2
left_child=1 -1 -3 -4 -5
right_child=-2 2 3 4 -6
leaf_value=0.010190178473346627 0.01085783542670485 -0.014748166492676105 0.011881293191241695 -0.021924463754901077 0.0069206867926185764
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leaf_count=213 406 341 1195 762 204
internal_value=0 -0.00154105 -0.0035656 0.00156157 -0.00673151
internal_weight=0 0.00731505 0.00623843 0.0042773 0.00237152
internal_count=3121 2715 2502 2161 966
is_linear=0
shrinkage=0.1


Tree=7063
num_leaves=8
num_cat=0
split_feature=50 15 16 2 160 0 12
split_gain=2.85895e-05 4.66773e-05 4.97633e-05 4.81845e-05 4.06129e-05 4.29854e-05 4.53889e-05
threshold=0.079410000000000008 -0.15026499999999995 -0.36241499999999999 0.10644500000000001 -0.010514999999999998 -0.053834999999999994 0.08401500000000002
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -3 4 -4 6 -6
right_child=-2 2 3 -5 5 -7 -8
leaf_value=0.00042496297634322391 -0.00031009767644467036 -0.00039481758315400252 0.00030731536861320773 0.00039407961660827088 -0.00025491638863785079 -0.00043490732074775431 0.00029676289343763448
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leaf_count=318 609 216 482 351 205 151 789
internal_value=0 3.70205e-05 -2.11023e-05 5.28595e-05 -4.1099e-05 -0.000140014 1.87983e-05
internal_weight=0 0.00795887 0.00692182 0.00577825 0.00453068 0.00352884 0.00229362
internal_count=3121 2512 2194 1978 1627 1145 994
is_linear=0
shrinkage=0.00196078


Tree=7064
num_leaves=6
num_cat=0
split_feature=52 160 133 16 47
split_gain=1.27156e-05 2.47726e-05 2.59094e-05 7.52304e-05 5.01361e-05
threshold=-0.081429999999999989 1.0000000180025095e-35 1.0000000180025095e-35 -0.008904999999999998 0.09550500000000002
decision_type=2 2 2 2 2
left_child=-1 2 3 4 -2
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leaf_value=0.0073833702306160256 -0.014021772593746358 -0.016474715798358765 -0.012259091868691153 0.024424472035599415 0.013156245500800494
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leaf_count=771 960 243 768 247 132
internal_value=0 -0.0021042 0.000543709 0.00422503 -0.00449798
internal_weight=0 0.00651022 0.00549729 0.00426961 0.00298189
internal_count=3121 2350 2107 1339 1092
is_linear=0
shrinkage=0.1


Tree=7065
num_leaves=7
num_cat=0
split_feature=50 15 4 151 1 3
split_gain=2.71203e-05 3.13661e-05 6.21421e-05 3.7814e-05 3.8464e-05 3.26285e-05
threshold=0.079410000000000008 -0.15026499999999995 0.23246000000000003 -0.0071249999999999985 0.084885000000000002 -0.059315
decision_type=2 2 2 2 2 2
left_child=1 -1 3 -3 5 -5
right_child=-2 2 -4 4 -6 -7
leaf_value=0.00035637602905563446 -0.00029928531022511257 0.00037492487534585971 -0.00046049544630741247 -4.3240744968655469e-05 -0.00023385409543957898 0.00037729875714462454
leaf_weight=0.0010161084904120555 0.0010600946587239106 0.0012005475785241346 0.0010168887487057333 0.0017685032750168808 0.0018717899117613344 0.0011843483915674566
leaf_count=318 609 355 169 1102 445 123
internal_value=0 3.43272e-05 -1.21415e-05 6.35285e-05 -1.39583e-05 0.000125432
internal_weight=0 0.00805819 0.00704208 0.00602519 0.00482464 0.00295285
internal_count=3121 2512 2194 2025 1670 1225
is_linear=0
shrinkage=0.00196078


Tree=7066
num_leaves=8
num_cat=0
split_feature=11 13 52 16 160 4 1
split_gain=4.09383e-05 2.80076e-05 7.04302e-05 6.58414e-05 3.85579e-05 4.11622e-05 2.79924e-05
threshold=0.076920000000000002 -0.010384999999999998 -0.013374999999999998 -0.16927999999999996 1.0000000180025095e-35 0.08184000000000001 0.090405000000000013
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 -4 5 6 -3
right_child=-2 4 3 -5 -6 -7 -8
leaf_value=0.000605667448076818 -0.00038175084814336271 3.1904749342455431e-06 0.00037671118493296435 -0.00027597769532010841 -0.00038394229251828625 -0.00022281289358131403 0.00043052690422150738
leaf_weight=0.0010192760630373084 0.001002191855694637 0.0013217462892137675 0.0010093925974060947 0.0014446975063384816 0.0010846975768331289 0.001476807368498167 0.0010635352713757652
leaf_count=609 226 532 251 970 182 173 178
internal_value=0 3.74663e-05 0.000172423 -7.52002e-06 -5.72928e-05 3.44492e-05 0.000193729
internal_weight=0 0.00842015 0.00347337 0.00245409 0.00494679 0.00386209 0.00238528
internal_count=3121 2895 1830 1221 1065 883 710
is_linear=0
shrinkage=0.00196078


Tree=7067
num_leaves=6
num_cat=0
split_feature=3 13 0 151 43
split_gain=1.29848e-05 3.56151e-05 3.4237e-05 5.14184e-05 2.5407e-05
threshold=-0.14477499999999996 -0.091054999999999983 -0.053834999999999994 -0.0083949999999999979 -0.013819999999999997
decision_type=2 2 2 2 2
left_child=-1 -2 3 -3 -5
right_child=1 2 -4 4 -6
leaf_value=-0.01036543341516275 0.013495978347821165 -0.017647865555803884 -0.017243657132627193 0.019688551713368342 0.0011338098820136047
leaf_weight=0.0010643179608675205 0.0018372733286833136 0.0010348201706563303 0.0012352576116423254 0.0011750859628733537 0.0019839288326092604
leaf_count=277 412 396 314 987 735
internal_value=0 0.00146128 -0.00261141 0.00169839 0.00803578
internal_weight=0 0.00726637 0.00542909 0.00419383 0.00315901
internal_count=3121 2844 2432 2118 1722
is_linear=0
shrinkage=0.1


Tree=7068
num_leaves=8
num_cat=0
split_feature=484 2 4 0 0 16 15
split_gain=4.17005e-05 3.56677e-05 9.21756e-05 7.42472e-05 8.52617e-05 6.62077e-05 3.78979e-05
threshold=0.085515000000000022 0.10912000000000001 0.033845000000000007 0.047850000000000011 -0.059114999999999994 -0.083134999999999987 -0.043924999999999992
decision_type=2 2 2 2 2 2 2
left_child=1 3 -3 4 5 6 -1
right_child=-2 2 -4 -5 -6 -7 -8
leaf_value=-0.00021213024580769504 0.00037040980793118998 0.00060016030032949768 -0.00016698516390128762 -0.0006157863026557375 0.00041152884518173973 -0.00049575870733235253 0.00026204159979595143
leaf_weight=0.001330462382055302 0.0010134265245504035 0.0010260256015893932 0.0014576805020273509 0.0010064861435961454 0.001256839013824276 0.0015272707818596246 0.0012634355727959225
leaf_count=322 341 251 298 145 145 1174 445
internal_value=0 -4.94466e-05 0.000149925 -0.000127006 -3.55319e-05 -0.000171873 1.88293e-05
internal_weight=0 0.0088682 0.00248371 0.00638449 0.00537801 0.00412117 0.0025939
internal_count=3121 2780 549 2231 2086 1941 767
is_linear=0
shrinkage=0.00196078


Tree=7069
num_leaves=8
num_cat=0
split_feature=50 15 4 0 49 0 13
split_gain=2.40655e-05 4.94652e-05 5.38105e-05 3.9424e-05 5.17683e-05 3.51568e-05 2.08844e-05
threshold=0.079410000000000008 -0.15026499999999995 0.23246000000000003 -0.10011499999999998 -0.006494999999999999 -0.060129999999999996 0.11596500000000001
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 -5 -7
right_child=-2 2 -4 5 -6 6 -8
leaf_value=0.00043031158196171721 -0.00028285211399791717 -4.5137138189835143e-05 -0.00044316749414163002 -0.00038511451313851262 0.00055394198302224744 -8.9783682023247303e-05 0.00026470534524485588
leaf_weight=0.0010480306596184824 0.0010484382768223407 0.0011182978675441969 0.0010182201065155484 0.0010357420709827276 0.0011001258471445069 0.0017676229865775973 0.0010006947550724732
leaf_count=318 609 143 169 1311 173 341 57
internal_value=0 3.28819e-05 -2.62767e-05 4.42069e-05 0.000251949 -7.69425e-05 3.83574e-05
internal_weight=0 0.00808873 0.0070407 0.00602248 0.00221842 0.00380406 0.00276832
internal_count=3121 2512 2194 2025 316 1709 398
is_linear=0
shrinkage=0.00196078


Tree=7070
num_leaves=7
num_cat=0
split_feature=52 160 4 133 42 15
split_gain=1.25671e-05 4.18553e-05 2.4606e-05 2.31967e-05 7.71818e-05 2.37698e-05
threshold=-0.046924999999999988 -1.0000000180025095e-35 0.0052350000000000009 0.091410000000000005 0.08623500000000002 -0.013104999999999999
decision_type=2 2 2 2 2 2
left_child=2 -2 -1 4 5 -3
right_child=1 3 -4 -5 -6 -7
leaf_value=-0.0036161072706236024 -0.020512166109684912 0.0043326657818318834 0.016019516739078615 -0.011993743037767658 0.026509098115317667 -0.014989101625698671
leaf_weight=0.0013325767184018198 0.0010676191676976809 0.0013745340782296118 0.0012247409281049145 0.0010145629559725421 0.0011563873650605595 0.0011861094953735979
leaf_count=726 743 276 227 347 308 494
internal_value=0 -0.00262727 0.00578771 0.00140821 0.00506627 -0.00461732
internal_weight=0 0.00579921 0.00255732 0.00473159 0.00371703 0.00256064
internal_count=3121 2168 953 1425 1078 770
is_linear=0
shrinkage=0.1


Tree=7071
num_leaves=6
num_cat=0
split_feature=43 4 0 15 16
split_gain=1.23408e-05 2.8906e-05 4.3182e-05 2.7497e-05 3.26874e-05
threshold=-0.24021999999999996 -0.35136499999999998 -0.060129999999999996 -0.0063699999999999989 -0.089669999999999986
decision_type=2 2 2 2 2
left_child=-1 -2 3 4 -3
right_child=1 2 -4 -5 -6
leaf_value=-0.01001015822441292 -0.013057140535044432 0.0035118962097075409 0.022732487325154774 0.010094381047865999 -0.016875707023714936
leaf_weight=0.0010817597151456474 0.0011563032332668833 0.0018360153801797062 0.0010412466669835552 0.001846287369161456 0.0013756169699797056
leaf_count=166 225 486 315 1106 823
internal_value=0 0.00143928 0.00418756 0.000369819 -0.00522059
internal_weight=0 0.00725547 0.00609917 0.00505792 0.00321163
internal_count=3121 2955 2730 2415 1309
is_linear=0
shrinkage=0.1


Tree=7072
num_leaves=5
num_cat=0
split_feature=457 15 43 2
split_gain=1.22024e-05 2.62473e-05 2.59452e-05 4.58128e-05
threshold=0.045365000000000009 1.0000000180025095e-35 -0.04890499999999999 0.098260000000000014
decision_type=2 2 2 2
left_child=1 2 -1 -4
right_child=-2 -3 3 -5
leaf_value=0.011205551191691801 0.0099752807022264051 -0.011828837345018014 -0.016530765771353248 0.0067110678230009671
leaf_weight=0.0019557531173833606 0.0010611136926779114 0.0018390541520816386 0.0014784929935322379 0.0019890779397953519
leaf_count=913 289 1167 357 395
internal_value=0 -0.00150507 0.00199573 -0.00319872
internal_weight=0 0.00726238 0.00542332 0.00346757
internal_count=3121 2832 1665 752
is_linear=0
shrinkage=0.1


Tree=7073
num_leaves=8
num_cat=0
split_feature=50 15 4 0 49 0 2
split_gain=2.50657e-05 4.43498e-05 5.93877e-05 3.86835e-05 6.39306e-05 3.99479e-05 2.21346e-05
threshold=0.079410000000000008 -0.15026499999999995 0.23246000000000003 -0.10011499999999998 -0.006494999999999999 -0.060129999999999996 0.10097500000000002
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 -5 -7
right_child=-2 2 -4 5 -6 6 -8
leaf_value=0.00040790795817913521 -0.0002959838092209822 -7.6067342992523572e-05 -0.00046878034222900649 -0.00040450628972000055 0.00059154891021133307 0.00020403743928313096 -0.00015162381755222493
leaf_weight=0.0010328776704484812 0.0010318512997298654 0.0011192054032718602 0.0010035505111522158 0.0010241198622097554 0.0010871046388148458 0.0015477393090035903 0.001190026536626536
leaf_count=318 609 143 169 1311 173 175 223
internal_value=0 2.87224e-05 -2.74546e-05 4.67542e-05 0.000252884 -7.4139e-05 4.94419e-05
internal_weight=0 0.00800462 0.00697175 0.0059682 0.00220631 0.00376189 0.00273777
internal_count=3121 2512 2194 2025 316 1709 398
is_linear=0
shrinkage=0.00196078


Tree=7074
num_leaves=7
num_cat=0
split_feature=42 157 42 0 1 1
split_gain=3.36572e-05 4.03212e-05 5.79385e-05 5.09663e-05 5.39158e-05 7.1039e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 0.092145000000000019 -0.060129999999999996 0.094385000000000011 0.111945
decision_type=2 2 2 2 2 2
left_child=-1 -2 3 4 -3 -6
right_child=1 2 -4 -5 5 -7
leaf_value=-0.00026177982758696284 -0.00030269639311329732 -0.00015276874044120082 -0.00025038533560050783 0.00051123931177126454 0.00067613375217338628 -5.9200859108037052e-05
leaf_weight=0.0016350045882613474 0.0010910343237192895 0.0019392960649013131 0.0014117648642230406 0.0014427338076521906 0.0010005584019608521 0.0010200738008264306
leaf_count=862 504 654 592 203 148 158
internal_value=0 4.72715e-05 0.000103304 0.000195726 8.07737e-05 0.000304915
internal_weight=0 0.00790546 0.00681443 0.00540266 0.00395993 0.00202063
internal_count=3121 2259 1755 1163 960 306
is_linear=0
shrinkage=0.00196078


Tree=7075
num_leaves=8
num_cat=0
split_feature=50 12 47 4 150 2 2
split_gain=3.50848e-05 2.76233e-05 4.78996e-05 5.60303e-05 5.71277e-05 3.10214e-05 1.78464e-05
threshold=0.079410000000000008 0.10345000000000001 0.077555000000000013 -0.059649999999999988 0.087170000000000011 0.093320000000000014 0.093680000000000013
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 6 5 -5 -1
right_child=-2 -3 -4 4 -6 -7 -8
leaf_value=-0.00035138300455656306 -0.00033919707071111498 0.00030306227021493581 -0.00027354122405953484 0.00068660227899975973 -9.9626719938693755e-05 0.00020677283610696598 1.3664020167848882e-05
leaf_weight=0.0010315652626334587 0.0010979279431552929 0.001245332519212698 0.0019764691468430965 0.001008835824797808 0.0011839615843184485 0.0010647581659933255 0.0010279941255261827
leaf_count=668 609 286 296 358 287 401 216
internal_value=0 3.31678e-05 -1.29149e-05 8.39647e-05 0.000244011 0.000440217 -0.000169176
internal_weight=0 0.00853892 0.00729358 0.00531711 0.00325756 0.00207359 0.00205956
internal_count=3121 2512 2226 1930 1046 759 884
is_linear=0
shrinkage=0.00196078


Tree=7076
num_leaves=7
num_cat=0
split_feature=47 4 4 3 13 43
split_gain=2.64939e-05 7.38006e-05 9.53201e-05 7.51118e-05 4.77662e-05 2.73749e-05
threshold=0.12209500000000001 0.24564500000000003 0.055260000000000011 0.10299500000000002 -0.033284999999999988 -0.013819999999999997
decision_type=2 2 2 2 2 2
left_child=1 2 3 4 -1 -6
right_child=-2 -3 -4 -5 5 -7
leaf_value=-0.0003937252471403905 -0.00030293821341709735 0.00039014123059872348 -0.00059967191424534325 0.00045869807786531392 0.00026891516151498362 -0.00010732680884664137
leaf_weight=0.0013136183753281426 0.0010013159352752722 0.0017720933651400421 0.0010587356962651305 0.0012820109119644103 0.0013004044350348239 0.0017360882613169128
leaf_count=1211 97 401 242 122 521 527
internal_value=0 3.4349e-05 -5.98837e-05 4.15866e-05 -8.13393e-05 5.38021e-05
internal_weight=0 0.00846295 0.00669086 0.00563212 0.00435011 0.00303649
internal_count=3121 3024 2623 2381 2259 1048
is_linear=0
shrinkage=0.00196078


Tree=7077
num_leaves=7
num_cat=0
split_feature=47 16 4 3 15 16
split_gain=4.96733e-05 8.49338e-05 4.55558e-05 5.03817e-05 5.4982e-05 3.89869e-05
threshold=0.12209500000000001 -0.48836499999999994 0.055260000000000011 0.10299500000000002 -0.022504999999999997 -0.078844999999999985
decision_type=2 2 2 2 2 2
left_child=1 -1 3 4 -3 -6
right_child=-2 2 -4 -5 5 -7
leaf_value=0.00049188499489042649 -0.00041800468681884277 0.00023625105506635069 -0.0003408185975379422 0.00038258163857885267 7.7012698979718155e-05 -0.00040636449939622689
leaf_weight=0.001364150119331305 0.0010014945580539445 0.0015315608709175906 0.0015394277011395938 0.0012745411601843924 0.0010190281856848661 0.0017316478056496516
leaf_count=251 97 732 407 122 579 933
internal_value=0 4.38027e-05 -4.23351e-05 4.03556e-05 -6.15027e-05 -0.00022729
internal_weight=0 0.00846036 0.00709621 0.00555678 0.00428224 0.00275068
internal_count=3121 3024 2773 2366 2244 1512
is_linear=0
shrinkage=0.00196078


Tree=7078
num_leaves=6
num_cat=0
split_feature=484 1 12 48 13
split_gain=1.44618e-05 1.64849e-05 2.50402e-05 4.57478e-05 4.25875e-05
threshold=0.073690000000000019 0.12500000000000003 0.092355000000000007 0.089575000000000016 -0.014169999999999999
decision_type=2 2 2 2 2
left_child=1 2 3 4 -1
right_child=-2 -3 -4 -5 -6
leaf_value=-0.02014660050941507 0.011219846302516151 0.0096592342366011302 -0.013736441617136823 0.01606552703312215 0.0032924309039536175
leaf_weight=0.0012890547010796676 0.0010015078988971525 0.0011089116264293968 0.0017479419882926207 0.0013157915490505595 0.0019445395260640557
leaf_count=840 394 232 813 240 602
internal_value=0 -0.00158356 -0.00356333 0.000345338 -0.00605141
internal_weight=0 0.00740624 0.00629733 0.00454939 0.00323359
internal_count=3121 2727 2495 1682 1442
is_linear=0
shrinkage=0.1


Tree=7079
num_leaves=6
num_cat=0
split_feature=43 43 133 1 1
split_gain=1.23097e-05 3.85892e-05 2.0214e-05 2.77455e-05 4.59108e-05
threshold=-0.09225499999999999 -0.067199999999999996 -0.0061299999999999992 0.086560000000000012 0.10374500000000002
decision_type=2 2 2 2 2
left_child=-1 -2 -3 -4 -5
right_child=1 2 3 4 -6
leaf_value=-0.0072466869784321569 0.019647369408895169 -0.014192507918270696 0.012266727010553712 -0.02133191899772752 0.0049223424457105879
leaf_weight=0.0018535252365342878 0.0010403039197731737 0.0010029195066420535 0.0015635771762039833 0.0010223029269608196 0.0019114073595863114
leaf_count=476 877 756 414 251 347
internal_value=0 0.0019855 -0.00135505 0.00150777 -0.00422642
internal_weight=0 0.00654051 0.00550021 0.00449729 0.00293371
internal_count=3121 2645 1768 1012 598
is_linear=0
shrinkage=0.1


Tree=7080
num_leaves=6
num_cat=0
split_feature=15 0 0 4 43
split_gain=1.04933e-05 2.29764e-05 5.50549e-05 3.08096e-05 1.59758e-05
threshold=-0.11713499999999999 -0.10011499999999998 -0.14920999999999998 -0.0029599999999999995 -0.0030899999999999994
decision_type=2 2 2 2 2
left_child=-1 2 -2 4 -3
right_child=1 3 -4 -5 -6
leaf_value=-0.0074947113210876749 -0.0053674968743810721 0.0093880906308251334 0.023333171826919196 -0.017235525686218462 -0.0050919162500479617
leaf_weight=0.0015437027542081795 0.0013475689028466077 0.0015329796841177324 0.0013260535951229099 0.0011150597043959173 0.0015149176428553091
leaf_count=484 178 1217 251 444 547
internal_value=0 0.00163345 0.00886736 -0.00301246 0.00219099
internal_weight=0 0.00683658 0.00267362 0.00416296 0.0030479
internal_count=3121 2637 429 2208 1764
is_linear=0
shrinkage=0.1


Tree=7081
num_leaves=6
num_cat=0
split_feature=43 133 42 2 4
split_gain=1.09108e-05 3.27956e-05 4.96211e-05 6.03713e-05 5.37686e-05
threshold=-0.09225499999999999 0.089755000000000015 0.084050000000000014 0.10803500000000001 0.0061450000000000003
decision_type=2 2 2 2 2
left_child=-1 2 3 4 -2
right_child=1 -3 -4 -5 -6
leaf_value=-0.0068243398155595231 0.0005842651403811474 0.018522726291255211 -0.019150212972477279 -0.010843618274287361 0.029410182964146193
leaf_weight=0.0018483079942637247 0.0014596227359193561 0.0010020567003657934 0.0011979577666761344 0.0016970712026869875 0.001162411887638905
leaf_count=476 734 502 859 325 225
internal_value=0 0.00188014 -0.00114263 0.00385199 0.0133635
internal_weight=0 0.00651912 0.00551706 0.00431911 0.00262203
internal_count=3121 2645 2143 1284 959
is_linear=0
shrinkage=0.1


Tree=7082
num_leaves=6
num_cat=0
split_feature=16 43 1 13 2
split_gain=1.01375e-05 3.77238e-05 3.61789e-05 5.22827e-05 2.6295e-05
threshold=0.38525000000000004 0.08845500000000002 1.0000000180025095e-35 -0.0025349999999999995 0.10774000000000002
decision_type=2 2 2 2 2
left_child=1 2 -1 -4 -5
right_child=-2 -3 3 4 -6
leaf_value=-0.012524050401274203 0.0083890018310350811 -0.019327547155006307 0.020338846760451244 0.0053399113513555481 -0.01365593849663229
leaf_weight=0.001416109767083994 0.0012193030851099457 0.0010153996190725486 0.0016072438761740447 0.0019122923652789385 0.0011773699114898052
leaf_count=1312 311 292 737 322 147
internal_value=0 -0.00147827 0.00148657 0.00571075 -0.00189879
internal_weight=0 0.00712842 0.00611302 0.00469691 0.00308966
internal_count=3121 2810 2518 1206 469
is_linear=0
shrinkage=0.1


Tree=7083
num_leaves=5
num_cat=0
split_feature=0 47 49 3
split_gain=1.05476e-05 3.18075e-05 4.72872e-05 5.14623e-05
threshold=-0.019414999999999998 0.087235000000000021 -0.054319999999999993 -0.059315
decision_type=2 2 2 2
left_child=1 2 -1 -4
right_child=-2 -3 3 -5
leaf_value=-0.013593823573659462 0.0063541868004542319 -0.012852086972698976 -0.0041869755322008779 0.02129985098840724
leaf_weight=0.0012839948964518772 0.001973041787180275 0.0018994302988873529 0.0015142178215580633 0.00166158606873034
leaf_count=310 365 363 1677 406
internal_value=0 -0.0020151 0.00260037 0.00914778
internal_weight=0 0.00635923 0.0044598 0.0031758
internal_count=3121 2756 2393 2083
is_linear=0
shrinkage=0.1


Tree=7084
num_leaves=8
num_cat=0
split_feature=50 3 2 48 43 12 1
split_gain=3.09464e-05 3.64871e-05 4.77586e-05 6.44295e-05 6.31236e-05 4.35816e-05 2.5085e-05
threshold=0.079410000000000008 -0.10519499999999998 0.11389000000000002 0.088965000000000002 0.016310000000000002 0.051320000000000005 0.078340000000000007
decision_type=2 2 2 2 2 2 2
left_child=1 6 3 4 5 -3 -1
right_child=-2 2 -4 -5 -6 -7 -8
leaf_value=4.193273226076837e-05 -0.0003104477263654991 -7.3101931267752018e-06 -0.00038272542474526564 0.00048328692185161163 0.00035519479355150714 -0.0004621067435535835 0.00047465327187015081
leaf_weight=0.0010125506299451924 0.0011333385208512322 0.0019918832848309391 0.001245537774082343 0.0010346143198237409 0.0010670887442685503 0.0013653630047610965 0.0010483119309951166
leaf_count=115 609 314 355 233 222 1040 233
internal_value=0 3.38697e-05 -3.62688e-05 4.27803e-05 -6.02306e-05 -0.000192272 0.000262047
internal_weight=0 0.00876535 0.00670449 0.00545895 0.00442434 0.00335725 0.00206086
internal_count=3121 2512 2164 1809 1576 1354 348
is_linear=0
shrinkage=0.00196078


Tree=7085
num_leaves=6
num_cat=0
split_feature=3 42 49 1 13
split_gain=9.98498e-06 3.11081e-05 4.1135e-05 4.35655e-05 6.95299e-05
threshold=-0.14477499999999996 0.091295000000000015 -0.00064499999999999985 0.10538500000000002 -0.082014999999999991
decision_type=2 2 2 2 2
left_child=-1 2 -2 4 -4
right_child=1 -3 3 -5 -6
leaf_value=-0.0090909135815636141 -0.014396391812508147 0.016406413146221054 0.013662608622606758 0.01691674886442537 -0.018116598271408865
leaf_weight=0.001062354430304468 0.0017702591424237765 0.0011465845866998432 0.0012486702846619332 0.001583533747717138 0.0015345814008009941
leaf_count=277 526 650 461 265 942
internal_value=0 0.00128685 -0.00153794 0.00367477 -0.00385926
internal_weight=0 0.00728363 0.00613704 0.00436679 0.00278325
internal_count=3121 2844 2194 1668 1403
is_linear=0
shrinkage=0.1


Tree=7086
num_leaves=6
num_cat=0
split_feature=150 15 43 43 15
split_gain=1.11108e-05 3.033e-05 3.34761e-05 3.63914e-05 3.33151e-05
threshold=0.081835000000000019 -0.037864999999999989 -0.084004999999999982 0.016310000000000002 -0.10653
decision_type=2 2 2 2 2
left_child=1 4 -3 -4 -1
right_child=-2 2 3 -5 -6
leaf_value=-0.0013043947469286866 0.0078539955857991686 0.015914460136769292 -0.014557586159822195 0.0084562029482682776 -0.024338203804350474
leaf_weight=0.0016508336375245011 0.0014714039394607813 0.0014428789589648913 0.0013558380057366475 0.0013930809884367453 0.0010133926509296454
leaf_count=483 420 375 926 299 618
internal_value=0 -0.00172292 0.00357963 -0.00289479 -0.0100658
internal_weight=0 0.00685602 0.0041918 0.00274892 0.00266423
internal_count=3121 2701 1600 1225 1101
is_linear=0
shrinkage=0.1


Tree=7087
num_leaves=6
num_cat=0
split_feature=43 43 12 3 2
split_gain=1.21137e-05 3.27189e-05 1.84943e-05 3.70157e-05 3.0099e-05
threshold=-0.09225499999999999 -0.067199999999999996 0.090020000000000017 -0.020429999999999997 0.11215000000000001
decision_type=2 2 2 2 2
left_child=-1 -2 3 -3 -5
right_child=1 2 -4 4 -6
leaf_value=-0.0072067943654941643 0.018371242264181211 0.018962926737440541 -0.011310740467509607 0.0047773927402694569 -0.015334886626071898
leaf_weight=0.0018326211191951837 0.0010274264551564712 0.0010010598552168334 0.0013350587430799189 0.0018904180713501171 0.0012271039707527824
leaf_count=476 877 593 677 294 204
internal_value=0 0.00200143 -0.00108253 0.002233 -0.00313911
internal_weight=0 0.00648107 0.00545364 0.00411858 0.00311752
internal_count=3121 2645 1768 1091 498
is_linear=0
shrinkage=0.1


Tree=7088
num_leaves=7
num_cat=0
split_feature=50 15 4 12 49 2
split_gain=2.44922e-05 3.92682e-05 5.55213e-05 4.38435e-05 4.48255e-05 1.95486e-05
threshold=0.079410000000000008 -0.15026499999999995 0.098655000000000007 0.084225000000000008 -0.006494999999999999 0.092120000000000021
decision_type=2 2 2 2 2 2
left_child=1 -1 3 4 -3 -5
right_child=-2 2 -4 5 -6 -7
leaf_value=0.00039692685867177699 -0.00028921563358572723 -5.2641939385991615e-05 -0.0003231800349189621 -0.00031386825968818651 0.00044117890849259845 5.9011863270555912e-05
leaf_weight=0.0010068140407964452 0.0010083218265513278 0.0011885591886526884 0.0017143349372636786 0.0010789497785446873 0.0017432621842320593 0.0010832654483862428
leaf_count=318 609 220 270 877 339 488
internal_value=0 3.5494e-05 -1.79542e-05 8.47658e-05 0.000240984 -0.000127056
internal_weight=0 0.00781519 0.00680837 0.00509404 0.00293182 0.00216222
internal_count=3121 2512 2194 1924 559 1365
is_linear=0
shrinkage=0.00196078


Tree=7089
num_leaves=6
num_cat=0
split_feature=42 49 15 12 47
split_gain=1.04591e-05 2.53043e-05 3.20206e-05 9.81679e-05 3.95041e-05
threshold=0.088915000000000008 -0.054319999999999993 -0.040439999999999997 0.051320000000000005 0.087235000000000021
decision_type=2 2 2 2 2
left_child=1 -1 4 -4 -3
right_child=-2 2 3 -5 -6
leaf_value=-0.011499585795628479 -0.006812508348437267 0.010447377291792225 0.035505697076583707 -0.0020430922304049705 -0.015673984948330878
leaf_weight=0.0011693253514729459 0.001783619919501332 0.0010445634003803412 0.0010915079083669385 0.0019228539130563529 0.0012988887454195555
leaf_count=292 897 565 190 957 220
internal_value=0 0.00182831 0.00473707 0.0115534 -0.00403073
internal_weight=0 0.00652714 0.00535781 0.00301436 0.00234345
internal_count=3121 2224 1932 1147 785
is_linear=0
shrinkage=0.1


Tree=7090
num_leaves=6
num_cat=0
split_feature=13 157 4 1 2
split_gain=1.07795e-05 2.34905e-05 3.56456e-05 3.70279e-05 4.20542e-05
threshold=0.18141000000000002 -1.0000000180025095e-35 -0.082109999999999975 0.079415000000000013 0.089885000000000007
decision_type=2 2 2 2 2
left_child=1 -1 -3 -4 -5
right_child=-2 2 3 4 -6
leaf_value=-0.012848028998624285 -0.0093455493077056907 0.015900497177604393 -0.017404964663258485 -0.0083906632870625851 0.013880507652629432
leaf_weight=0.001000398300266536 0.0010785267696529184 0.0017209478303183414 0.0010557496038579939 0.0015230060798588638 0.0019126107172025295
leaf_count=559 162 585 913 559 343
internal_value=0 0.0013732 0.00366331 -0.00102559 0.00400772
internal_weight=0 0.00721271 0.00621231 0.00449137 0.00343562
internal_count=3121 2959 2400 1815 902
is_linear=0
shrinkage=0.1


Tree=7091
num_leaves=8
num_cat=0
split_feature=50 15 4 2 52 3 1
split_gain=2.96398e-05 3.81891e-05 5.6424e-05 3.77741e-05 4.97334e-05 5.8633e-05 5.57225e-05
threshold=0.079410000000000008 -0.15026499999999995 0.23246000000000003 0.10672500000000001 -0.088204999999999992 -0.059315 0.086560000000000012
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 -6 -7
right_child=-2 2 -4 -5 5 6 -8
leaf_value=0.00037954273049691531 -0.00030880533708430925 -0.00038283797065613009 -0.00043686353353491184 0.00033907900376352795 -0.00020907006830529583 0.0006220964312539523 -1.6519931478701858e-05
leaf_weight=0.0010955469007095592 0.0010662266037308682 0.0011408622203655798 0.0010357211746203823 0.0014139721886918411 0.0015009845805923844 0.0010361143062297374 0.001065509072927541
leaf_count=318 609 395 169 350 1078 78 124
internal_value=0 3.85067e-05 -1.34344e-05 5.77891e-05 -2.60601e-05 8.69231e-05 0.000298322
internal_weight=0 0.00828871 0.00719316 0.00615744 0.00474347 0.00360261 0.00210162
internal_count=3121 2512 2194 2025 1675 1280 202
is_linear=0
shrinkage=0.00196078


Tree=7092
num_leaves=7
num_cat=0
split_feature=16 52 0 4 12 1
split_gain=9.89331e-06 2.85559e-05 3.13525e-05 3.09966e-05 2.46988e-05 2.57439e-05
threshold=-0.48836499999999994 0.11434500000000002 -0.077999999999999986 -0.35136499999999998 0.084100000000000022 0.092695000000000013
decision_type=2 2 2 2 2 2
left_child=-1 2 4 -4 5 -2
right_child=1 -3 3 -5 -6 -7
leaf_value=0.0079815323740523494 0.01097688365762128 -0.016480472657255992 -0.003889100692090826 0.017864983672029971 -0.018298550304282898 -0.010837594591641179
leaf_weight=0.0013027642828794391 0.0011309021628278116 0.0010777827001463161 0.0010968647463744099 0.0016258566479176193 0.0010247350126682889 0.0010370966277352934
leaf_count=274 294 428 202 655 1081 187
internal_value=0 -0.00150993 0.00121767 0.00910122 -0.00550532 0.000541582
internal_weight=0 0.00699324 0.00591546 0.00272272 0.00319273 0.002168
internal_count=3121 2847 2419 857 1562 481
is_linear=0
shrinkage=0.1


Tree=7093
num_leaves=8
num_cat=0
split_feature=52 49 2 43 42 2 4
split_gain=3.52938e-05 3.22413e-05 4.85442e-05 6.41608e-05 5.95657e-05 6.41377e-05 4.79138e-05
threshold=0.15915500000000002 0.093655000000000002 0.11293500000000002 0.054355000000000007 0.090090000000000017 0.084245000000000014 -0.021294999999999998
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 4 5 -1 -7
right_child=-2 -3 -4 -5 -6 6 -8
leaf_value=0.0001620353346848709 -0.00035468968296044248 0.00036477318601828518 0.00031699438900255957 -0.00052822545409310416 0.00042959813105421186 -0.00064139159685661746 -6.3231747743667106e-05
leaf_weight=0.0019367299814702374 0.0010000443395592482 0.0010037811668522131 0.0014284185906987693 0.0010402241064801556 0.0010216829642821293 0.0010105188801245414 0.0012121390822637296
leaf_count=515 368 367 340 270 318 515 428
internal_value=0 3.43709e-05 -8.98392e-06 -8.3829e-05 5.39421e-06 -9.88043e-05 -0.000326089
internal_weight=0 0.00865349 0.00764971 0.0062213 0.00518107 0.00415939 0.00222266
internal_count=3121 2753 2386 2046 1776 1458 943
is_linear=0
shrinkage=0.00196078


Tree=7094
num_leaves=6
num_cat=0
split_feature=42 49 42 2 3
split_gain=9.94491e-06 1.94382e-05 4.78787e-05 3.62971e-05 4.60156e-05
threshold=-1.0000000180025095e-35 -0.043469999999999995 0.091545000000000015 0.10613000000000002 -0.076669999999999988
decision_type=2 2 2 2 2
left_child=-1 -2 3 4 -3
right_child=1 2 -4 -5 -6
leaf_value=-0.0076977803674685517 0.011104082611681285 -0.0041959723647590321 -0.020219797827836356 -0.0080381945873232215 0.022943725174107199
leaf_weight=0.0014027215237899541 0.0016243873037990846 0.0011188675511109925 0.0010766936439101683 0.0016682406805774179 0.001414583187088715
leaf_count=862 381 729 614 270 265
internal_value=0 0.00153826 -0.00140556 0.00341563 0.0109578
internal_weight=0 0.00690277 0.00527839 0.00420169 0.00253345
internal_count=3121 2259 1878 1264 994
is_linear=0
shrinkage=0.1


Tree=7095
num_leaves=6
num_cat=0
split_feature=50 3 47 3 13
split_gain=1.9761e-05 3.40867e-05 4.61239e-05 3.66626e-05 5.45672e-05
threshold=0.079410000000000008 -0.10519499999999998 0.077555000000000013 0.10542000000000001 -0.015874999999999997
decision_type=2 2 2 2 2
left_child=1 -1 3 4 -3
right_child=-2 2 -4 -5 -6
leaf_value=0.00025974635787420579 -0.00025932674754223768 -0.00041207184610273813 -0.00030447557837001449 0.0003114277495063826 0.00015186975210566741
leaf_weight=0.0018697393629833522 0.0010399798618293378 0.0010761474531162279 0.001819613016708895 0.0015313078389996215 0.00170450117527818
leaf_count=348 609 1010 299 196 659
internal_value=0 2.79872e-05 -4.26846e-05 6.77891e-05 -6.6383e-05
internal_weight=0 0.00800131 0.00613157 0.00431196 0.00278065
internal_count=3121 2512 2164 1865 1669
is_linear=0
shrinkage=0.00196078


Tree=7096
num_leaves=6
num_cat=0
split_feature=4 42 49 0 52
split_gain=1.02406e-05 1.76731e-05 2.46766e-05 3.66971e-05 3.11931e-05
threshold=0.27044500000000005 0.092145000000000019 -0.00064499999999999985 -0.083914999999999976 0.08976000000000002
decision_type=2 2 2 2 2
left_child=1 2 -1 -4 -5
right_child=-2 -3 3 4 -6
leaf_value=-0.0090135546109921735 0.0080227215960216921 -0.013661020824206893 0.01588852750362716 -0.01533978190415149 0.0077379000757505541
leaf_weight=0.0018593938233639898 0.0013287913376562122 0.0010282622370766078 0.0017398234099095153 0.001120323018348511 0.0012273530865860877
leaf_count=516 365 544 802 652 242
internal_value=0 -0.00155581 0.000537274 0.00488192 -0.00327489
internal_weight=0 0.00697516 0.00594689 0.0040875 0.00234768
internal_count=3121 2756 2212 1696 894
is_linear=0
shrinkage=0.1


Tree=7097
num_leaves=7
num_cat=0
split_feature=1 42 2 13 16 4
split_gain=9.84301e-06 2.68407e-05 2.16994e-05 3.29265e-05 2.43858e-05 2.4115e-05
threshold=0.12500000000000003 0.092145000000000019 0.099185000000000009 -0.033284999999999988 -0.079109999999999986 0.033845000000000007
decision_type=2 2 2 2 2 2
left_child=1 2 3 -1 -5 -4
right_child=-2 -3 5 4 -6 -7
leaf_value=-0.017310577068951862 0.0085936206669268 -0.01622264821334863 0.017993153300500553 -0.007287048225371945 0.012505027115329428 -0.0020155739706040755
leaf_weight=0.0011983510252113554 0.0011435060706488009 0.0010431868133591775 0.0012698274479131582 0.0012140718442248005 0.0012776309625659966 0.0011459273843788861
leaf_count=872 279 566 330 440 413 221
internal_value=0 -0.00139867 0.00113403 -0.00368947 0.00286142 0.0085019
internal_weight=0 0.007149 0.00610581 0.00369005 0.0024917 0.00241575
internal_count=3121 2842 2276 1725 853 551
is_linear=0
shrinkage=0.1


Tree=7098
num_leaves=7
num_cat=0
split_feature=133 160 151 47 16 52
split_gain=1.01816e-05 4.67989e-05 3.5106e-05 5.62434e-05 4.02521e-05 9.66092e-06
threshold=-0.083244999999999986 -1.0000000180025095e-35 -0.0083949999999999979 0.09550500000000002 -0.078844999999999985 0.024145000000000003
decision_type=2 2 2 2 2 2
left_child=-1 -2 -3 4 -4 -6
right_child=1 2 3 -5 5 -7
leaf_value=0.0093997810835441745 -0.016998520800580869 -0.014005546636984754 0.012590362672393563 0.025094007998275193 -0.015866960103199153 -0.002135565728612445
leaf_weight=0.001008011334580043 0.0015094554930453552 0.001024260542781809 0.0014855658802719655 0.0012023897456163225 0.0010287510725481134 0.0010207853045440239
leaf_count=504 862 317 604 142 534 158
internal_value=0 -0.00132445 0.00278182 0.0064113 5.67754e-05 -0.00902795
internal_weight=0 0.00727121 0.00576175 0.00473749 0.0035351 0.00204954
internal_count=3121 2617 1755 1438 1296 692
is_linear=0
shrinkage=0.1


Tree=7099
num_leaves=6
num_cat=0
split_feature=150 15 43 43 3
split_gain=1.09283e-05 2.42716e-05 3.58696e-05 3.44367e-05 3.26286e-05
threshold=0.081835000000000019 -0.037864999999999989 -0.084004999999999982 0.016310000000000002 0.095270000000000007
decision_type=2 2 2 2 2
left_child=1 4 -3 -4 -1
right_child=-2 2 3 -5 -6
leaf_value=8.3770962435615666e-05 0.0077953195352639714 0.015920099925522038 -0.015063658317184841 0.0074240252060324618 -0.022510672384746598
leaf_weight=0.0015545412836808724 0.0014717645103372165 0.001424257200761711 0.0013432458549831349 0.0013811898077730309 0.0010853902509227232
leaf_count=957 420 375 926 299 144
internal_value=0 -0.00171 0.00305979 -0.00366322 -0.00920578
internal_weight=0 0.00678862 0.00414869 0.00272444 0.00263993
internal_count=3121 2701 1600 1225 1101
is_linear=0
shrinkage=0.1


Tree=7100
num_leaves=7
num_cat=0
split_feature=4 1 4 1 12 0
split_gain=2.97269e-05 6.31211e-05 5.40237e-05 3.16907e-05 4.13537e-05 3.82389e-05
threshold=0.24564500000000003 0.111945 0.098655000000000007 0.095285000000000022 0.088245000000000004 -0.11437499999999999
decision_type=2 2 2 2 2 2
left_child=2 -2 3 4 5 -1
right_child=1 -3 -4 -5 -6 -7
leaf_value=2.7562444644082802e-05 -0.00014386347030484782 0.00054024679515203935 -0.00048146766654376052 0.0002197830659162928 0.00012306210709577838 -0.00046848825126327324
leaf_weight=0.0010380683796634422 0.0010327041777157524 0.0010414917735975917 0.0010345232402103411 0.001823882767689705 0.001983533828587754 0.0014076390190275669
leaf_count=132 150 276 121 515 1010 917
internal_value=0 0.000199641 -6.64115e-05 2.25579e-06 -8.73181e-05 -0.000257942
internal_weight=0 0.0020742 0.00728765 0.00625312 0.00442924 0.00244571
internal_count=3121 426 2695 2574 2059 1049
is_linear=0
shrinkage=0.00196078


Tree=7101
num_leaves=7
num_cat=0
split_feature=50 15 4 2 48 4
split_gain=1.74745e-05 3.52077e-05 5.37841e-05 3.34989e-05 4.79153e-05 3.94392e-05
threshold=0.079410000000000008 -0.15026499999999995 0.098655000000000007 0.10644500000000001 0.082620000000000013 -0.059649999999999988
decision_type=2 2 2 2 2 2
left_child=1 -1 3 4 5 -3
right_child=-2 2 -4 -5 -6 -7
leaf_value=0.00036628612488453751 -0.00024638969745982786 -0.00034211138082475262 -0.00032214278518075373 0.00034984446717489109 0.00033263906288145159 0.00013362602082461227
leaf_weight=0.0010154070119550735 0.0010277984494326204 0.0016719589589061453 0.0017471111535551477 0.0012877141480445208 0.0010943242389831673 0.0011179290708596963
leaf_count=318 609 839 270 331 261 493
internal_value=0 2.53342e-05 -2.47023e-05 7.5775e-05 -1.50859e-05 -0.00015148
internal_weight=0 0.00793444 0.00691904 0.00517193 0.00388421 0.00278989
internal_count=3121 2512 2194 1924 1593 1332
is_linear=0
shrinkage=0.00196078


Tree=7102
num_leaves=6
num_cat=0
split_feature=42 49 42 16 1
split_gain=1.2469e-05 1.74117e-05 3.72331e-05 2.94295e-05 4.56241e-05
threshold=-1.0000000180025095e-35 -0.047584999999999995 0.088915000000000008 -0.088394999999999987 0.092695000000000013
decision_type=2 2 2 2 2
left_child=-1 -2 3 -3 -5
right_child=1 2 -4 4 -6
leaf_value=-0.0086195113487716503 0.011178742574371025 -0.0085092086612549196 -0.015326381539761347 0.020092429082609529 -0.0065416703186558268
leaf_weight=0.0014026622832557286 0.0015183428638789846 0.0012969031736104379 0.0013485858393114817 0.00166507569506643 0.0010479424429133688
leaf_count=862 360 336 811 524 228
internal_value=0 0.0017259 -0.000952586 0.0038815 0.00980462
internal_weight=0 0.00687685 0.00535851 0.00400992 0.00271302
internal_count=3121 2259 1899 1088 752
is_linear=0
shrinkage=0.1


Tree=7103
num_leaves=7
num_cat=0
split_feature=50 15 4 2 0 0
split_gain=2.35986e-05 4.64071e-05 4.48559e-05 3.73397e-05 4.92579e-05 4.4221e-05
threshold=0.079410000000000008 -0.15026499999999995 0.23246000000000003 0.089775000000000008 -0.082009999999999986 -0.076899999999999982
decision_type=2 2 2 2 2 2
left_child=1 -1 3 5 -5 -3
right_child=-2 2 -4 4 -6 -7
leaf_value=0.00042302853523517534 -0.00027380621448616844 -0.00038582310968843838 -0.00040239125181799039 0.00042198577752660435 -4.125638019917546e-05 0.00013989614393740426
leaf_weight=0.0010533542610828665 0.0010456331392692973 0.0013125785043307551 0.001002254786617052 0.0016522280510932845 0.0018943397903956605 0.001157726117036322
leaf_count=318 609 911 169 318 604 192
internal_value=0 3.9257e-05 -1.83352e-05 4.56386e-05 0.000174553 -0.000139441
internal_weight=0 0.00807248 0.00701913 0.00601687 0.00354657 0.0024703
internal_count=3121 2512 2194 2025 922 1103
is_linear=0
shrinkage=0.00196078


Tree=7104
num_leaves=7
num_cat=0
split_feature=50 15 4 12 1 52
split_gain=2.20588e-05 3.64304e-05 5.2035e-05 3.57713e-05 4.37784e-05 3.69974e-05
threshold=0.079410000000000008 -0.15026499999999995 0.098655000000000007 0.084225000000000008 0.094385000000000011 0.08976000000000002
decision_type=2 2 2 2 2 2
left_child=1 -1 3 4 -3 -5
right_child=-2 2 -4 5 -6 -7
leaf_value=0.00037371932519797012 -0.00027372866630467115 4.8800361494681357e-05 -0.00031265451907539041 -0.00038780164435828375 0.00055111406682785717 0.00012242877573353004
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internal_weight=0 0.00796758 0.00692835 0.00518173 0.00298006 0.00220167
internal_count=3121 2512 2194 1924 559 1365
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shrinkage=0.00196078


Tree=7105
num_leaves=8
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split_feature=131 16 160 150 4 16 4
split_gain=2.8472e-05 5.56705e-05 8.34255e-05 5.58438e-05 6.44987e-05 4.33052e-05 3.3361e-05
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decision_type=2 2 2 2 2 2 2
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right_child=-2 5 3 -5 6 -7 -8
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leaf_count=602 492 362 575 211 430 285 164
internal_value=0 3.27026e-05 -8.25886e-05 2.93508e-05 -9.50211e-05 0.000249476 -0.000274398
internal_weight=0 0.00856412 0.0055907 0.00458852 0.0034485 0.00297342 0.00238245
internal_count=3121 2629 1982 1380 1169 647 594
is_linear=0
shrinkage=0.00196078


Tree=7106
num_leaves=7
num_cat=0
split_feature=4 151 12 2 16 16
split_gain=1.43566e-05 1.90057e-05 3.45674e-05 3.37071e-05 3.22499e-05 3.91229e-05
threshold=0.27287000000000006 -0.024429999999999997 0.088305000000000008 0.088555000000000009 -0.074319999999999983 0.071345000000000006
decision_type=2 2 2 2 2 2
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right_child=-2 2 3 -5 5 -7
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leaf_weight=0.0010925280715382048 0.0012964879100095953 0.0011702945018974573 0.0012713715773837299 0.0013670450800978751 0.0011168568504847675 0.0010018083504297992
leaf_count=451 352 541 516 709 392 160
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internal_weight=0 0.0070199 0.00592738 0.00263842 0.00328896 0.00211867
internal_count=3121 2769 2318 1225 1093 552
is_linear=0
shrinkage=0.1


Tree=7107
num_leaves=8
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split_feature=1 457 160 52 133 42 12
split_gain=2.16695e-05 2.54529e-05 3.34149e-05 4.26044e-05 3.31731e-05 0.000119883 2.17093e-05
threshold=0.13146500000000003 0.045365000000000009 -0.081069999999999989 -0.07167999999999998 0.091410000000000005 0.08623500000000002 0.084100000000000022
decision_type=2 2 2 2 2 2 2
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right_child=-2 -3 3 4 -6 -7 -8
leaf_value=0.00023639892968687186 0.00025703407805766971 0.00023176945723966472 -0.00048506120791497426 -7.2222876035678244e-05 -0.00036808475616876933 0.00051077871237682055 -0.00043466970172547487
leaf_weight=0.0010631761176236963 0.0010535074100079299 0.0011325326041483029 0.0011243397321386347 0.0015728406189921484 0.0010736808558474377 0.0012897032928722608 0.0010659534235131277
leaf_count=554 234 274 589 215 378 355 522
internal_value=0 -4.14479e-05 -8.44855e-05 -0.000140171 -6.26498e-05 2.08274e-05 -0.000218635
internal_weight=0 0.00832223 0.00718969 0.00612652 0.00500218 0.0039285 0.00263879
internal_count=3121 2887 2613 2059 1470 1092 737
is_linear=0
shrinkage=0.00196078


Tree=7108
num_leaves=6
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split_feature=4 4 2 2 3
split_gain=1.17004e-05 1.61571e-05 3.23509e-05 3.16288e-05 3.81282e-05
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decision_type=2 2 2 2 2
left_child=1 2 3 4 -1
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leaf_value=-0.011161563268655595 0.0085378799690206241 -0.011309751965106906 0.01503435410837181 -0.016530717877602647 0.011466023617375977
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leaf_count=1268 365 182 361 474 471
internal_value=0 -0.00167244 0.000728865 -0.0033173 0.00217685
internal_weight=0 0.00698169 0.00558908 0.0043568 0.00307727
internal_count=3121 2756 2574 2213 1739
is_linear=0
shrinkage=0.1


Tree=7109
num_leaves=7
num_cat=0
split_feature=50 15 4 151 1 13
split_gain=3.00752e-05 4.10481e-05 5.11979e-05 3.11395e-05 4.00771e-05 3.23073e-05
threshold=0.079410000000000008 -0.15026499999999995 0.23246000000000003 -0.0071249999999999985 0.084885000000000002 -0.017449999999999997
decision_type=2 2 2 2 2 2
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leaf_value=0.00039502061822720521 -0.00031453475983661398 0.00033290265706857202 -0.00042028571042129639 -7.3318995049355512e-05 -0.00023877408922879335 0.00033744379930615337
leaf_weight=0.001076903603772307 0.0010478318532392899 0.0012189950337044043 0.0010288119958817921 0.0015187068540539715 0.0019109711310248082 0.0014287190485734675
leaf_count=318 609 355 169 723 445 502
internal_value=0 3.82841e-05 -1.57773e-05 5.27e-05 -1.76042e-05 0.000125792
internal_weight=0 0.00818311 0.0071062 0.00607739 0.0048584 0.00294743
internal_count=3121 2512 2194 2025 1670 1225
is_linear=0
shrinkage=0.00196078


Tree=7110
num_leaves=7
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split_feature=50 15 4 12 52 49
split_gain=3.32685e-05 4.9138e-05 4.2164e-05 3.46972e-05 4.89181e-05 4.47201e-05
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decision_type=2 2 2 2 2 2
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leaf_weight=0.0010651949185503705 0.0010741634258904552 0.0012743663128574798 0.0018495591775348702 0.001043766185152233 0.0012189946735383665 0.0018274761485285985
leaf_count=306 609 220 277 1001 366 342
internal_value=0 3.80348e-05 -2.00098e-05 6.80085e-05 -0.00011662 0.000202693
internal_weight=0 0.00827936 0.00721416 0.0053646 0.00226276 0.00310184
internal_count=3121 2512 2206 1929 1367 562
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shrinkage=0.00196078


Tree=7111
num_leaves=6
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split_feature=4 151 0 47 15
split_gain=9.68019e-06 2.0332e-05 5.41559e-05 5.27406e-05 6.19898e-05
threshold=0.24564500000000003 -0.0071249999999999985 -0.10224499999999999 0.085270000000000026 0.088235000000000022
decision_type=2 2 2 2 2
left_child=1 -1 -3 4 -4
right_child=-2 2 3 -5 -6
leaf_value=0.0098877059405388691 0.0063987844567087006 -0.022489674788303396 -0.016537955423082795 0.019941794798661091 0.01379832749197539
leaf_weight=0.0012053345344040711 0.0018275349929179835 0.0012722455161923224 0.0019011939791739054 0.0010919489937180928 0.0010431916323027433
leaf_count=463 426 262 1110 241 619
internal_value=0 -0.00183707 -0.00449923 0.00117133 -0.00578985
internal_weight=0 0.00651391 0.00530858 0.00403633 0.00294439
internal_count=3121 2695 2232 1970 1729
is_linear=0
shrinkage=0.1


Tree=7112
num_leaves=7
num_cat=0
split_feature=51 49 42 51 16 12
split_gain=1.07466e-05 2.32304e-05 3.16232e-05 1.98046e-05 4.1727e-05 2.44911e-05
threshold=-0.076794999999999988 -0.081404999999999991 0.088915000000000008 0.087505000000000013 -0.088394999999999987 0.088365000000000013
decision_type=2 2 2 2 2 2
left_child=-1 -2 3 4 -3 -6
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leaf_value=-0.0080032132922050608 0.01565080160680736 -0.0063212839802180634 -0.015435536426308084 -0.00953943737835658 0.025145461292354111 0.003866889303418419
leaf_weight=0.0014050766785279108 0.0010043245046848278 0.0015466745521104941 0.00118123418065988 0.0010131537869473468 0.0011538435516692763 0.0010182500229455455
leaf_count=537 199 507 718 270 539 351
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internal_weight=0 0.00691748 0.00591316 0.00473192 0.00371877 0.00217209
internal_count=3121 2584 2385 1667 1397 890
is_linear=0
shrinkage=0.1


Tree=7113
num_leaves=6
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split_feature=2 160 12 3 3
split_gain=1.04242e-05 3.07729e-05 4.44676e-05 8.22095e-05 3.03143e-05
threshold=0.088225000000000012 0.085045000000000023 0.090020000000000017 -0.0087149999999999988 -0.078934999999999991
decision_type=2 2 2 2 2
left_child=4 2 3 -2 -1
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leaf_value=-0.016823637474380034 0.027537319977224639 0.017662974722236418 -0.015744136290186062 -0.0075102290571913387 0.0036400821072415076
leaf_weight=0.0012265975915096527 0.0010899331706668604 0.0010841981161413654 0.0014069677997340163 0.0017341262260028543 0.0017663306997847696
leaf_count=1038 358 246 666 336 477
internal_value=0 0.00263184 -0.00121988 0.00601622 -0.0047466
internal_weight=0 0.00531523 0.00423103 0.00282406 0.00299293
internal_count=3121 1606 1360 694 1515
is_linear=0
shrinkage=0.1


Tree=7114
num_leaves=7
num_cat=0
split_feature=50 15 4 2 0 0
split_gain=1.94172e-05 3.61396e-05 4.22233e-05 3.62832e-05 4.39419e-05 3.99388e-05
threshold=0.079410000000000008 -0.15026499999999995 0.23246000000000003 0.089775000000000008 -0.082009999999999986 -0.076899999999999982
decision_type=2 2 2 2 2 2
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leaf_value=0.00037191255740459835 -0.00025998160668591841 -0.00038005161543304574 -0.00039586945186729426 0.00040713304718828307 -3.625517150071454e-05 0.00012466086400737841
leaf_weight=0.0010163662817228736 0.0010257419514207158 0.0012930968051696249 0.0010037270696068249 0.001594398213913352 0.0018640186645274947 0.0011291602319630425
leaf_count=318 609 911 169 318 604 192
internal_value=0 2.67727e-05 -2.41814e-05 3.92592e-05 0.000168156 -0.000144775
internal_weight=0 0.00790077 0.0068844 0.00588067 0.00345842 0.00242226
internal_count=3121 2512 2194 2025 922 1103
is_linear=0
shrinkage=0.00196078


Tree=7115
num_leaves=7
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split_feature=50 3 3 2 51 3
split_gain=2.78828e-05 3.5269e-05 5.22443e-05 4.07784e-05 4.95385e-05 6.76393e-05
threshold=0.079410000000000008 -0.10519499999999998 -0.076669999999999988 0.11389000000000002 -0.076794999999999988 0.10299500000000002
decision_type=2 2 2 2 2 2
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leaf_weight=0.001917443994399453 0.0010568881326128337 0.0010689884259842339 0.0010197111194844726 0.0011381891972414493 0.0018931261181199511 0.0010906709728452481
leaf_count=348 609 1151 154 301 472 86
internal_value=0 3.34899e-05 -3.82768e-05 4.3723e-05 0.000136829 0.000264336
internal_weight=0 0.00812813 0.00621069 0.0051417 0.00400351 0.0029838
internal_count=3121 2512 2164 1013 712 558
is_linear=0
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Tree=7116
num_leaves=6
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split_feature=4 42 43 4 4
split_gain=1.14432e-05 2.12322e-05 3.92548e-05 3.85298e-05 2.92688e-05
threshold=0.24564500000000003 -1.0000000180025095e-35 -0.074359999999999996 -1.0000000180025095e-35 -0.27825499999999997
decision_type=2 2 2 2 2
left_child=1 -1 -3 4 -4
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leaf_count=797 426 785 198 259 656
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internal_weight=0 0.00648921 0.00528567 0.00382535 0.00230931
internal_count=3121 2695 1898 1113 854
is_linear=0
shrinkage=0.1


Tree=7117
num_leaves=6
num_cat=0
split_feature=3 52 52 43 1
split_gain=1.21914e-05 2.13546e-05 2.87413e-05 3.113e-05 3.08097e-05
threshold=0.13524500000000003 0.11125500000000001 -0.0064899999999999992 -0.0037449999999999996 0.095695000000000016
decision_type=2 2 2 2 2
left_child=1 2 4 -4 -1
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leaf_count=772 192 484 782 534 357
internal_value=0 -0.00162184 0.000660116 0.00672854 -0.00718385
internal_weight=0 0.00708056 0.00603803 0.00340431 0.00263372
internal_count=3121 2929 2445 1316 1129
is_linear=0
shrinkage=0.1


Tree=7118
num_leaves=7
num_cat=0
split_feature=16 1 15 43 47 52
split_gain=1.12685e-05 3.2357e-05 4.40802e-05 3.7409e-05 3.84346e-05 3.86508e-05
threshold=0.38525000000000004 0.077565000000000009 1.0000000180025095e-35 -0.04890499999999999 1.0000000180025095e-35 -0.0064899999999999992
decision_type=2 2 2 2 2 2
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right_child=-2 3 -4 4 -6 -7
leaf_value=-0.024223084142935065 0.0088850009850417223 0.017092764677831548 0.0039456672414126259 -0.0063172030778689244 -0.017359682699477155 0.019733468907530222
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internal_weight=0 0.00708009 0.00224249 0.0048376 0.0034748 0.00231966
internal_count=3121 2810 1511 1299 760 601
is_linear=0
shrinkage=0.1


Tree=7119
num_leaves=7
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split_feature=50 15 16 2 0 16
split_gain=3.58652e-05 3.67111e-05 5.2578e-05 7.12207e-05 4.84257e-05 5.52236e-05
threshold=0.079410000000000008 -0.15026499999999995 -0.36241499999999999 0.10644500000000001 -0.10607499999999999 0.0065250000000000004
decision_type=2 2 2 2 2 2
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leaf_weight=0.0010823304332705482 0.0010680576844542223 0.0012218009152749751 0.0015006476684442834 0.0013228567177451574 0.0012769181651861956 0.0019553309703119982
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internal_weight=0 0.00835988 0.00727755 0.00605575 0.0047329 0.00323225
internal_count=3121 2512 2194 1978 1627 1468
is_linear=0
shrinkage=0.00196078


Tree=7120
num_leaves=7
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split_feature=0 1 47 16 16 47
split_gain=1.27806e-05 2.9577e-05 2.1585e-05 2.79129e-05 4.23741e-05 1.93903e-05
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decision_type=2 2 2 2 2 2
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internal_weight=0 0.006826 0.00539209 0.00327194 0.00215441 0.00212015
internal_count=3121 2869 1315 974 681 341
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shrinkage=0.1


Tree=7121
num_leaves=7
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split_feature=50 15 4 2 4 52
split_gain=2.35318e-05 3.75692e-05 5.25287e-05 4.40211e-05 4.84157e-05 3.45426e-05
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decision_type=2 2 2 2 2 2
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internal_weight=0 0.00801264 0.00698935 0.00597985 0.00351426 0.0024656
internal_count=3121 2512 2194 2025 922 1103
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Tree=7122
num_leaves=7
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split_feature=47 4 4 3 13 43
split_gain=2.84068e-05 4.97494e-05 7.66057e-05 7.53597e-05 3.42945e-05 4.7059e-05
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decision_type=2 2 2 2 2 2
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internal_weight=0 0.00819854 0.00646179 0.00545991 0.00420696 0.0029315
internal_count=3121 3009 2611 2376 2254 1048
is_linear=0
shrinkage=0.00196078


Tree=7123
num_leaves=7
num_cat=0
split_feature=3 52 1 0 4 12
split_gain=1.2051e-05 1.95e-05 2.81177e-05 7.19979e-05 0.000106148 3.14635e-05
threshold=0.13524500000000003 0.11125500000000001 0.11181500000000001 -0.17169499999999996 -0.0060199999999999993 0.085885000000000017
decision_type=2 2 2 2 2 2
left_child=1 2 3 -1 5 -5
right_child=-2 -3 -4 4 -6 -7
leaf_value=0.026647632058296612 0.009163615567606349 -0.014208485490167445 -0.01128979662225944 0.022999316576248409 -0.027349452967619654 -0.00064712474058727684
leaf_weight=0.0011092472432198981 0.0012180129881515043 0.0010462373097486688 0.0015006628320471923 0.0010127420588342166 0.0011552395075543759 0.0012662494872720783
leaf_count=117 192 484 277 532 549 970
internal_value=0 -0.00160373 0.00057815 0.00449801 -0.00265626 0.00986092
internal_weight=0 0.00709038 0.00604414 0.00454348 0.00343423 0.00227899
internal_count=3121 2929 2445 2168 2051 1502
is_linear=0
shrinkage=0.1


Tree=7124
num_leaves=6
num_cat=0
split_feature=3 42 49 1 13
split_gain=9.91676e-06 3.39184e-05 4.82132e-05 4.41819e-05 6.18132e-05
threshold=-0.14477499999999996 0.091295000000000015 -0.00064499999999999985 0.10538500000000002 -0.082014999999999991
decision_type=2 2 2 2 2
left_child=-1 2 -2 4 -4
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leaf_value=-0.0090844413194459215 -0.015618286935873136 0.017124642763603395 0.01293020926296419 0.017351226614056737 -0.017203913956310459
leaf_weight=0.0010539403768836282 0.0017605401218253394 0.0011405745126942292 0.0012377534613255735 0.0015774439698657142 0.0015125557291072438
leaf_count=277 526 650 461 265 942
internal_value=0 0.00129874 -0.00166607 0.00400973 -0.00364231
internal_weight=0 0.00722887 0.00608829 0.00432775 0.00275031
internal_count=3121 2844 2194 1668 1403
is_linear=0
shrinkage=0.1


Tree=7125
num_leaves=6
num_cat=0
split_feature=50 3 15 3 47
split_gain=1.97884e-05 2.78258e-05 4.41032e-05 0.000102024 5.17285e-05
threshold=0.079410000000000008 -0.10519499999999998 -0.016799999999999995 0.10542000000000001 0.077555000000000013
decision_type=2 2 2 2 2
left_child=1 -1 4 -4 -3
right_child=-2 2 3 -5 -6
leaf_value=0.00024111469940140629 -0.00026051168367356898 6.0540743141709539e-05 -0.00015012009987113326 0.00063177415684027003 -0.00042886221935555468
leaf_weight=0.0018309759676177362 0.0010229433066300938 0.0016461881671594959 0.0016674031919208859 0.0010429028457615182 0.0016754292935015757
leaf_count=348 609 802 995 77 290
internal_value=0 2.94009e-05 -3.48643e-05 0.000150746 -0.000186315
internal_weight=0 0.0078629 0.00603192 0.00271031 0.00332162
internal_count=3121 2512 2164 1072 1092
is_linear=0
shrinkage=0.00196078


Tree=7126
num_leaves=7
num_cat=0
split_feature=457 15 43 2 2 3
split_gain=1.0367e-05 2.28084e-05 2.22782e-05 4.16683e-05 5.12701e-05 2.22847e-05
threshold=0.069910000000000014 0.088655000000000025 -0.074359999999999996 0.088225000000000012 0.10613000000000002 -0.08824499999999999
decision_type=2 2 2 2 2 2
left_child=1 2 5 -4 -5 -1
right_child=-2 -3 3 4 -6 -7
leaf_value=-0.001464873964833732 0.0092397958934006211 -0.014935542610807082 -0.020356240916196547 0.019681854185578364 -0.0074735418927512273 0.019035034594478376
leaf_weight=0.001015431196689742 0.0010542925717299213 0.0010586101077169948 0.0010672484787129718 0.0011105762111833126 0.0018592089101738972 0.0011098709193172293
leaf_count=273 267 662 601 276 361 681
internal_value=0 -0.00137569 0.000953714 -0.0034089 0.00268145 0.00924055
internal_weight=0 0.00722095 0.00616234 0.00403703 0.00296979 0.0021253
internal_count=3121 2854 2192 1238 637 954
is_linear=0
shrinkage=0.1


Tree=7127
num_leaves=6
num_cat=0
split_feature=51 43 43 48 0
split_gain=1.1182e-05 1.96704e-05 3.49191e-05 3.11409e-05 6.47965e-05
threshold=-0.076794999999999988 -0.15323999999999996 -0.0037449999999999996 0.085875000000000021 -0.10011499999999998
decision_type=2 2 2 2 2
left_child=-1 -2 -3 4 -4
right_child=1 2 3 -5 -6
leaf_value=-0.0081726377874513159 0.013901988398837032 -0.01452639039896593 0.02505492425285076 -0.0080010981059191449 -0.004967302285625478
leaf_weight=0.0013978802015434232 0.0010987627396067123 0.0013866502180380933 0.0014124524991955124 0.0014992262519844708 0.0014640533977455634
leaf_count=537 223 1370 221 219 551
internal_value=0 0.00164011 -0.000697972 0.00368419 0.00977453
internal_weight=0 0.00686115 0.00576238 0.00437573 0.00287651
internal_count=3121 2584 2361 991 772
is_linear=0
shrinkage=0.1


Tree=7128
num_leaves=9
num_cat=0
split_feature=11 3 15 52 48 0 2 47
split_gain=3.21912e-05 3.86938e-05 5.06079e-05 0.000111975 8.53477e-05 5.42893e-05 1.31462e-05 7.57557e-06
threshold=0.076920000000000002 -0.10519499999999998 -0.016799999999999995 0.090245000000000006 0.083985000000000018 -0.23001499999999997 0.088225000000000012 0.094160000000000008
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 4 6 7 -6 -4 -3
right_child=-2 2 3 -5 5 -7 -8 -9
leaf_value=0.00035342214081644281 -0.00033711839155066675 -0.00033687775520895794 0.00026028368716611116 -0.00033727321403666304 -0.0002068412182508888 0.00042373264926514297 0.00056608299020047021 -0.00057780586207651936
leaf_weight=0.0012249510940466465 0.0010239278935480706 0.0010036930338013393 0.0010352571793102716 0.0011491583556943346 0.0010508288646798314 0.0010488968013010668 0.0011309313611160066 0.0010033646092020183
leaf_count=195 226 696 692 408 60 424 277 143
internal_value=0 3.05573e-05 -2.27284e-05 0.000157474 -0.000168203 0.000108156 0.000419936 -0.000457322
internal_weight=0 0.00864708 0.00742213 0.00331535 0.00410678 0.00209973 0.00216619 0.00200706
internal_count=3121 2895 2700 1377 1323 484 969 839
is_linear=0
shrinkage=0.00196078


Tree=7129
num_leaves=6
num_cat=0
split_feature=43 43 16 0 4
split_gain=9.70476e-06 3.19728e-05 1.77761e-05 5.34314e-05 4.55599e-05
threshold=-0.09225499999999999 -0.067199999999999996 -0.056919999999999991 -0.10224499999999999 -0.062539999999999984
decision_type=2 2 2 2 2
left_child=-1 -2 3 -3 -4
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leaf_value=-0.00646651118647645 0.018023572620552132 -0.0065524955709564368 -0.023076589447170032 0.020108934540855335 0.0055669708484761896
leaf_weight=0.0018224216039191918 0.0010219504533622616 0.0019902502633932545 0.0010635788232762425 0.0012078529420036102 0.0011619766206962181
leaf_count=476 877 313 339 783 333
internal_value=0 0.00179838 -0.00125885 0.00351694 -0.0081216
internal_weight=0 0.00644561 0.00542366 0.0031981 0.00222556
internal_count=3121 2645 1768 1096 672
is_linear=0
shrinkage=0.1


Tree=7130
num_leaves=7
num_cat=0
split_feature=47 4 4 3 13 43
split_gain=3.17163e-05 6.89702e-05 7.75534e-05 7.0651e-05 2.90494e-05 3.9998e-05
threshold=0.12431000000000002 0.24564500000000003 0.055260000000000011 0.10299500000000002 -0.033284999999999988 -0.013819999999999997
decision_type=2 2 2 2 2 2
left_child=1 2 3 4 -1 -6
right_child=-2 -3 -4 -5 5 -7
leaf_value=-0.00032577545580273208 -0.00032936320534607174 0.00037423379012499713 -0.00054382000467040575 0.00044083353867171559 0.00029319144305902761 -0.0001661424034147848
leaf_weight=0.0013236803153084098 0.0010196583012664967 0.0018261828295066838 0.0010542195378529986 0.0012785574940836382 0.0012379752905457891 0.0017722812609150746
leaf_count=1211 91 402 246 122 522 527
internal_value=0 3.66229e-05 -5.58573e-05 3.57989e-05 -8.36906e-05 2.27598e-05
internal_weight=0 0.0084929 0.00666671 0.00561249 0.00433394 0.00301026
internal_count=3121 3030 2628 2382 2260 1049
is_linear=0
shrinkage=0.00196078


Tree=7131
num_leaves=7
num_cat=0
split_feature=50 3 3 2 52 2
split_gain=2.73488e-05 3.83179e-05 4.96984e-05 3.86314e-05 6.14137e-05 2.00826e-06
threshold=0.079410000000000008 -0.10519499999999998 -0.076669999999999988 0.10613000000000002 -0.066844999999999988 0.11448000000000001
decision_type=2 2 2 2 2 2
left_child=1 -1 -3 4 -4 -5
right_child=-2 2 3 5 -6 -7
leaf_value=0.00028161384641489049 -0.00029702980268928589 -0.00041945508478792533 -0.00016106945092522149 -0.00023289217503022681 0.00039439162957106868 -0.0001087195153950163
leaf_weight=0.001893919805002941 0.0010642783524752999 0.0010794000521217526 0.0012604003619977008 0.0010023485345899365 0.0019481012652566032 0.0010006827824859731
leaf_count=348 609 1151 220 115 388 290
internal_value=0 3.71007e-05 -3.65113e-05 4.28031e-05 0.000176189 -0.000170857
internal_weight=0 0.00818485 0.00629093 0.00521153 0.0032085 0.00200303
internal_count=3121 2512 2164 1013 608 405
is_linear=0
shrinkage=0.00196078


Tree=7132
num_leaves=6
num_cat=0
split_feature=0 51 2 0 12
split_gain=1.16217e-05 2.66374e-05 2.06241e-05 3.60834e-05 2.90845e-05
threshold=-0.019414999999999998 -0.076794999999999988 0.10005000000000001 -0.18113999999999997 0.088245000000000004
decision_type=2 2 2 2 2
left_child=1 -1 4 -4 -3
right_child=-2 2 3 -5 -6
leaf_value=-0.016025071894450106 0.0067068013364980378 -0.01348400153222184 -0.0051316887270914154 0.021157159599971744 0.0058745092605438113
leaf_weight=0.0011296766258057688 0.0019592453061818118 0.0016266396513682749 0.0010001514363148778 0.001092364121012661 0.0014842749428276036
leaf_count=435 365 902 99 469 851
internal_value=0 -0.00210616 0.000915671 0.00859198 -0.0042477
internal_weight=0 0.00633311 0.00520343 0.00209252 0.00311091
internal_count=3121 2756 2321 568 1753
is_linear=0
shrinkage=0.1


Tree=7133
num_leaves=7
num_cat=0
split_feature=47 16 4 3 13 43
split_gain=4.95922e-05 4.42165e-05 4.49553e-05 6.34732e-05 3.95342e-05 4.24221e-05
threshold=0.12431000000000002 -0.48836499999999994 0.055260000000000011 0.10299500000000002 -0.033284999999999988 -0.013819999999999997
decision_type=2 2 2 2 2 2
left_child=1 -1 3 4 -3 -6
right_child=-2 2 -4 -5 5 -7
leaf_value=0.00037713159816003019 -0.00041385026739310598 -0.00034031492423591234 -0.00031196207500864767 0.0004567877112391875 0.00034986621217842685 -0.00012391287119618318
leaf_weight=0.0013147642835360648 0.001005418591414447 0.0012426608441949896 0.001529314900108744 0.0012481215623060173 0.0012571207185064939 0.0017217913416899462
leaf_count=252 91 1201 411 122 522 522
internal_value=0 4.72052e-05 -1.47715e-05 6.83224e-05 -4.65286e-05 7.60251e-05
internal_weight=0 0.00831377 0.00699901 0.00546969 0.00422157 0.00297891
internal_count=3121 3030 2778 2367 2245 1044
is_linear=0
shrinkage=0.00196078


Tree=7134
num_leaves=6
num_cat=0
split_feature=457 15 3 15 48
split_gain=1.05303e-05 2.40686e-05 2.38544e-05 5.27928e-05 5.53027e-05
threshold=0.069910000000000014 1.0000000180025095e-35 -0.10519499999999998 -0.016799999999999995 0.085485000000000019
decision_type=2 2 2 2 2
left_child=1 2 -1 4 -4
right_child=-2 -3 3 -5 -6
leaf_value=0.013103725893513732 0.0093015463941150452 -0.011292893481108854 -0.020481215616055575 0.016091707589598749 0.0081090896175796817
leaf_weight=0.0014194696247729812 0.0010567829383305487 0.0018314773438591336 0.0017307951423539995 0.0011496179748626215 0.0011107565603522759
leaf_count=249 267 1167 806 262 370
internal_value=0 -0.00138421 0.00196984 -0.00198995 -0.00930533
internal_weight=0 0.00724212 0.00541064 0.00399117 0.00284155
internal_count=3121 2854 1687 1438 1176
is_linear=0
shrinkage=0.1


Tree=7135
num_leaves=6
num_cat=0
split_feature=3 13 15 13 15
split_gain=9.76766e-06 2.89945e-05 2.86816e-05 5.56537e-05 4.88796e-05
threshold=-0.14477499999999996 -0.094514999999999988 -0.10653 -0.017449999999999997 -0.016799999999999995
decision_type=2 2 2 2 2
left_child=-1 -2 -3 -4 -5
right_child=1 2 3 4 -6
leaf_value=-0.0090013498292917798 0.012732780849497159 0.012324992617462217 -0.025974515517228708 -0.012073486828151743 0.011935878461819701
leaf_weight=0.0010567930418961154 0.0016953386773298201 0.0010894001933220501 0.0010440622230922523 0.00162906765146999 0.0017684148724567811
leaf_count=277 325 343 1192 361 623
internal_value=0 0.00129157 -0.00221537 -0.00578176 0.000423566
internal_weight=0 0.00722628 0.00553094 0.00444154 0.00339748
internal_count=3121 2844 2519 2176 984
is_linear=0
shrinkage=0.1


Tree=7136
num_leaves=6
num_cat=0
split_feature=457 1 42 15 2
split_gain=1.03935e-05 2.41314e-05 3.40942e-05 3.4166e-05 2.566e-05
threshold=0.069910000000000014 0.12500000000000003 0.088915000000000008 0.035560000000000008 0.098260000000000014
decision_type=2 2 2 2 2
left_child=1 2 3 4 -1
right_child=-2 -3 -4 -5 -6
leaf_value=-0.0033259242546638465 0.0092438354411554374 0.012464786192844085 -0.01749624011819496 -0.015230907300904199 0.013464725757252844
leaf_weight=0.0018543589117466081 0.0010562832969824099 0.0010721529502863651 0.0014015430734830962 0.0010948577909602815 0.0017875422876592725
leaf_count=690 267 261 788 725 390
internal_value=0 -0.00137744 -0.0037952 0.000258749 0.00491537
internal_weight=0 0.00721046 0.0061383 0.00473676 0.0036419
internal_count=3121 2854 2593 1805 1080
is_linear=0
shrinkage=0.1


Tree=7137
num_leaves=6
num_cat=0
split_feature=15 0 0 52 4
split_gain=1.06612e-05 2.03816e-05 6.0921e-05 2.99638e-05 4.38894e-05
threshold=-0.11713499999999999 -0.10011499999999998 -0.14920999999999998 0.083680000000000018 -0.076779999999999987
decision_type=2 2 2 2 2
left_child=-1 2 -2 4 -3
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leaf_value=-0.0075892645452850628 -0.0065529464102114972 0.0026933072382296567 0.023819017290379555 0.0061842208513038415 -0.026041006649080097
leaf_weight=0.0015180135955478839 0.0013293850554671146 0.001120439366208547 0.0013124090344262475 0.0019628844518437575 0.0010114034868749372
leaf_count=484 178 525 251 812 871
internal_value=0 0.00168745 0.00853545 -0.00273067 -0.010939
internal_weight=0 0.00673652 0.00264179 0.00409473 0.00213184
internal_count=3121 2637 429 2208 1396
is_linear=0
shrinkage=0.1


Tree=7138
num_leaves=8
num_cat=0
split_feature=4 0 13 52 2 13 4
split_gain=2.67438e-05 3.47425e-05 3.62613e-05 4.20392e-05 5.69893e-05 8.15027e-05 6.50927e-05
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decision_type=2 2 2 2 2 2 2
left_child=-1 2 3 4 5 -2 -7
right_child=1 -3 -4 -5 -6 6 -8
leaf_value=-0.00030036245743093095 -0.0003552077224464647 0.00034438766364459591 -0.00036666265497915763 0.00034195876737442643 -0.00038679918537570698 -7.1847393702193004e-05 0.00059307629397746531
leaf_weight=0.0010850286244971719 0.0010950271269036783 0.0011430093772033809 0.0010170181284184726 0.0013270758297363027 0.0013901854919242214 0.0010253573823129439 0.0012636075497921633
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internal_value=0 2.70663e-05 -2.38872e-05 3.325e-05 -5.25616e-05 8.47473e-05 0.000295219
internal_weight=0 0.00826128 0.00711827 0.00610125 0.00477418 0.00338399 0.00228896
internal_count=3121 2938 2742 2409 1576 1277 501
is_linear=0
shrinkage=0.00196078


Tree=7139
num_leaves=7
num_cat=0
split_feature=50 3 47 0 3 133
split_gain=2.4879e-05 3.48538e-05 5.57422e-05 4.03536e-05 3.76721e-05 1.90659e-05
threshold=0.079410000000000008 -0.10519499999999998 0.077555000000000013 -0.10011499999999998 0.090900000000000009 0.083950000000000011
decision_type=2 2 2 2 2 2
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leaf_weight=0.0018859625617563911 0.0010583470747635862 0.0010002956394518894 0.0018451753854968186 0.0010422158476089739 0.0012823260205682393 0.0010400885205351434
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internal_value=0 2.75754e-05 -4.33228e-05 7.74594e-05 0.000257528 -0.000119932
internal_weight=0 0.00809606 0.0062101 0.00436493 0.00228262 0.0020823
internal_count=3121 2512 2164 1865 387 1478
is_linear=0
shrinkage=0.00196078


Tree=7140
num_leaves=7
num_cat=0
split_feature=131 150 0 12 16 2
split_gain=2.74889e-05 3.65591e-05 5.86585e-05 5.10602e-05 7.7385e-05 3.98643e-05
threshold=0.084390000000000007 0.085455000000000017 -0.10224499999999999 0.092355000000000007 -0.056919999999999991 0.091185000000000002
decision_type=2 2 2 2 2 2
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leaf_value=3.7230348143336365e-05 -0.00031348134322588158 0.00031944964979372753 0.00062310485801341799 -0.00020556129689576689 -9.6345696317850188e-06 -0.00045096873798149362
leaf_weight=0.0010662539981378975 0.0010132831364147053 0.0013866280693730455 0.0012609693549861015 0.0013652154603458564 0.0018095851859413936 0.0016202025592777537
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internal_value=0 2.81636e-05 -2.85469e-05 0.000109935 0.000250209 -0.000257203
internal_weight=0 0.00850885 0.00712223 0.00443577 0.00307055 0.00268646
internal_count=3121 2629 2329 1930 1264 399
is_linear=0
shrinkage=0.00196078


Tree=7141
num_leaves=6
num_cat=0
split_feature=52 52 2 3 12
split_gain=1.18581e-05 2.6762e-05 2.16521e-05 5.75073e-05 4.44419e-05
threshold=-0.081429999999999989 -0.0064899999999999992 0.10613000000000002 -1.0000000180025095e-35 0.089735000000000023
decision_type=2 2 2 2 2
left_child=-1 -2 3 4 -3
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leaf_value=0.0071799190822041661 -0.015533010388757202 -0.018586400465754747 -0.0076940629131437097 0.024495567424555109 0.009087935427005386
leaf_weight=0.0017847700437351888 0.0011964285950304835 0.0010401262757627878 0.0018554747004396435 0.0011065937378153408 0.0013125419636606911
leaf_count=771 438 754 385 134 639
internal_value=0 -0.00202077 0.00102105 0.00569565 -0.00314703
internal_weight=0 0.00651117 0.00531474 0.00345926 0.00235267
internal_count=3121 2350 1912 1527 1393
is_linear=0
shrinkage=0.1


Tree=7142
num_leaves=7
num_cat=0
split_feature=52 160 2 42 16 0
split_gain=1.13701e-05 4.31114e-05 2.83123e-05 2.75215e-05 4.59827e-05 4.51428e-05
threshold=-0.046924999999999988 -1.0000000180025095e-35 0.089885000000000007 0.088060000000000013 -0.056919999999999991 -0.10224499999999999
decision_type=2 2 2 2 2 2
left_child=2 -2 -1 4 5 -3
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internal_count=3121 2168 953 1425 976 856
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Tree=7143
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split_feature=50 160 3 0 4 4
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decision_type=2 2 2 2 2 2
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internal_weight=0 0.00830468 0.00712273 0.00546183 0.0041016 0.00290742
internal_count=3121 2512 2071 1779 1531 1308
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Tree=7144
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split_feature=1 42 151 16 52 3
split_gain=1.01306e-05 2.59214e-05 2.36505e-05 5.59195e-05 3.62211e-05 3.74828e-05
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decision_type=2 2 2 2 2 2
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internal_weight=0 0.00714242 0.00610077 0.00509111 0.00392695 0.00250618
internal_count=3121 2842 2276 1856 1684 1160
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Tree=7145
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split_feature=50 15 4 52 151 1 133
split_gain=3.6318e-05 2.79537e-05 5.20714e-05 2.98201e-05 5.0031e-05 5.42924e-05 4.57698e-05
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decision_type=2 2 2 2 2 2 2
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leaf_count=318 609 555 169 260 535 247 428
internal_value=0 3.61994e-05 -7.30944e-06 6.12345e-05 0.000141347 3.27713e-05 0.000197882
internal_weight=0 0.00831989 0.00725648 0.00620055 0.00460285 0.0035901 0.00244412
internal_count=3121 2512 2194 2025 1470 1210 963
is_linear=0
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Tree=7146
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split_feature=50 15 4 12 1 52
split_gain=1.90307e-05 3.68515e-05 4.81879e-05 2.94191e-05 5.0284e-05 3.34013e-05
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decision_type=2 2 2 2 2 2
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leaf_weight=0.0010119059116703612 0.0010394195218247958 0.0019786806309858513 0.0017160009889287172 0.0010027928003487284 0.0010108707868706564 0.0012025255093650938
leaf_count=318 609 353 270 1000 206 365
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internal_weight=0 0.00792278 0.00691087 0.00519487 0.00298955 0.00220532
internal_count=3121 2512 2194 1924 559 1365
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Tree=7147
num_leaves=7
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split_feature=11 3 16 16 1 1
split_gain=2.83688e-05 4.25903e-05 3.92856e-05 4.60888e-05 4.37683e-05 6.49186e-05
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decision_type=2 2 2 2 2 2
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leaf_count=195 226 329 614 1181 356 220
internal_value=0 2.49527e-05 -3.17337e-05 4.73382e-05 -5.28841e-05 0.000106022
internal_weight=0 0.0085179 0.007298 0.00560478 0.00425342 0.0025963
internal_count=3121 2895 2700 2371 1757 576
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Tree=7148
num_leaves=6
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split_feature=457 1 15 2 1
split_gain=9.95605e-06 2.21487e-05 2.8262e-05 3.80715e-05 2.79484e-05
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decision_type=2 2 2 2 2
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leaf_count=708 289 261 1139 325 399
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internal_weight=0 0.0072469 0.00616528 0.00449897 0.00306419
internal_count=3121 2832 2571 1432 1107
is_linear=0
shrinkage=0.1


Tree=7149
num_leaves=6
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split_feature=15 2 0 16 12
split_gain=9.78861e-06 2.29443e-05 5.64456e-05 3.7731e-05 3.94504e-05
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decision_type=2 2 2 2 2
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leaf_count=484 561 812 124 156 984
internal_value=0 0.00158057 -0.00513374 0.00662291 -0.00189627
internal_weight=0 0.00677705 0.00290663 0.00387043 0.00221866
internal_count=3121 2637 936 1701 1140
is_linear=0
shrinkage=0.1


Tree=7150
num_leaves=7
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split_feature=457 52 0 2 15 43
split_gain=8.6956e-06 2.03676e-05 3.95974e-05 3.88661e-05 3.27546e-05 5.3501e-05
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decision_type=2 2 2 2 2 2
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leaf_count=171 289 489 518 430 840 384
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internal_weight=0 0.00722104 0.00603264 0.00461971 0.00361537 0.00239538
internal_count=3121 2832 2343 2172 1742 902
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Tree=7151
num_leaves=7
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split_feature=13 16 0 151 16 1
split_gain=1.03494e-05 2.68678e-05 5.58322e-05 3.35124e-05 3.64772e-05 5.691e-05
threshold=0.18141000000000002 0.22339500000000004 -0.060129999999999996 -0.044604999999999992 -0.071854999999999988 0.10060500000000001
decision_type=2 2 2 2 2 2
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internal_count=3121 2959 2549 2250 1834 1150
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Tree=7152
num_leaves=7
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split_feature=50 160 3 4 16 52
split_gain=2.23108e-05 3.42905e-05 4.42114e-05 5.49835e-05 9.88476e-05 4.58802e-05
threshold=0.079410000000000008 -0.081639999999999976 0.12745000000000004 0.0052350000000000009 -0.094359999999999986 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2
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leaf_value=0.00033673353792763129 -0.00028007151554467537 -0.0004758180641359185 -0.00038829061769561087 -0.00010643139682294397 0.00057106258156045615 5.3310969773146514e-05
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internal_weight=0 0.00815231 0.00700369 0.00589646 0.003334 0.00256246
internal_count=3121 2512 2071 1933 596 1337
is_linear=0
shrinkage=0.00196078


Tree=7153
num_leaves=8
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split_feature=47 47 160 42 133 4 52
split_gain=1.96999e-05 4.37999e-05 2.70066e-05 3.77948e-05 4.25587e-05 5.32104e-05 6.24173e-05
threshold=0.12209500000000001 0.09550500000000002 -0.081069999999999989 0.091295000000000015 0.076280000000000014 -0.0047449999999999992 -0.046924999999999988
decision_type=2 2 2 2 2 2 2
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internal_value=0 2.21332e-05 -3.1558e-05 -8.4003e-05 -0.000160449 -0.000261542 -7.17439e-05
internal_weight=0 0.00819725 0.0071885 0.00603862 0.00485865 0.00372749 0.00225041
internal_count=3121 3024 2807 2222 1710 1234 399
is_linear=0
shrinkage=0.00196078


Tree=7154
num_leaves=7
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split_feature=50 160 42 15 43 1
split_gain=3.00007e-05 2.96312e-05 3.1876e-05 4.20136e-05 6.90738e-05 8.4111e-05
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decision_type=2 2 2 2 2 2
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internal_weight=0 0.00808239 0.00695495 0.00542288 0.00425118 0.0030788
internal_count=3121 2512 2071 1599 1324 732
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shrinkage=0.00196078


Tree=7155
num_leaves=6
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split_feature=42 43 16 48 4
split_gain=9.36834e-06 1.93218e-05 2.23709e-05 4.67672e-05 3.8384e-05
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decision_type=2 2 2 2 2
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leaf_count=862 1041 558 298 152 210
internal_value=0 0.00146148 -0.00187029 0.00386983 -0.00976418
internal_weight=0 0.00689198 0.0049371 0.00285851 0.00207859
internal_count=3121 2259 1218 710 508
is_linear=0
shrinkage=0.1


Tree=7156
num_leaves=6
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split_feature=16 43 1 13 2
split_gain=9.23874e-06 3.8447e-05 3.10721e-05 5.01041e-05 2.62938e-05
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internal_weight=0 0.00707582 0.00606802 0.00466738 0.00308509
internal_count=3121 2810 2518 1206 469
is_linear=0
shrinkage=0.1


Tree=7157
num_leaves=7
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split_feature=50 15 4 151 16 0
split_gain=3.76734e-05 4.42691e-05 4.3087e-05 4.25355e-05 3.25267e-05 3.0761e-05
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decision_type=2 2 2 2 2 2
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internal_weight=0 0.00826658 0.00722661 0.00540574 0.0041881 0.00313899
internal_count=3121 2512 2206 1929 1578 977
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Tree=7158
num_leaves=8
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split_feature=50 15 4 52 12 2 3
split_gain=2.67092e-05 4.14567e-05 5.62641e-05 3.6753e-05 4.63044e-05 2.97069e-05 2.96089e-05
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decision_type=2 2 2 2 2 2 2
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internal_count=3121 2512 2194 2025 1602 1182 341
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Tree=7159
num_leaves=6
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split_feature=15 48 52 13 4
split_gain=9.53872e-06 2.48752e-05 3.35014e-05 6.41002e-05 2.28873e-05
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decision_type=2 2 2 2 2
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internal_weight=0 0.00677874 0.00573074 0.00453065 0.00266557
internal_count=3121 2637 2413 1867 735
is_linear=0
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Tree=7160
num_leaves=8
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split_feature=50 15 4 2 52 0 1
split_gain=2.99868e-05 3.32469e-05 5.83249e-05 3.82971e-05 4.26697e-05 6.31957e-05 3.51323e-05
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decision_type=2 2 2 2 2 2 2
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internal_weight=0 0.00815743 0.00711312 0.00610907 0.00469469 0.00358758 0.00256756
internal_count=3121 2512 2194 2025 1675 1280 1201
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shrinkage=0.00196078


Tree=7161
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split_gain=1.04023e-05 2.2189e-05 2.1696e-05 4.02627e-05 4.52503e-05
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decision_type=2 2 2 2 2
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leaf_count=1560 270 325 304 198 464
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internal_weight=0 0.00282639 0.00548355 0.00398131 0.00265539
internal_count=3121 595 2526 2222 2024
is_linear=0
shrinkage=0.1


Tree=7162
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split_feature=47 16 4 3 2 52
split_gain=2.58071e-05 7.62114e-05 4.67612e-05 6.82859e-05 3.89181e-05 5.22586e-05
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decision_type=2 2 2 2 2 2
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leaf_count=249 112 645 399 122 503 1091
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internal_weight=0 0.00823266 0.00694102 0.00546367 0.00420531 0.00310258
internal_count=3121 3009 2760 2361 2239 1736
is_linear=0
shrinkage=0.00196078


Tree=7163
num_leaves=8
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split_feature=50 484 457 133 52 4 3
split_gain=3.8016e-05 2.9615e-05 3.54146e-05 4.38769e-05 7.00931e-05 0.000166272 6.42097e-05
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decision_type=2 2 2 2 2 2 2
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right_child=-2 -3 -4 -5 -6 6 -8
leaf_value=-0.00070136320456967 -0.00035137653354196482 0.00034448388777181827 0.00032637134171517351 -0.00042302508252731001 0.00036288474315468124 0.00044105421552563431 -0.00020529509741144364
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leaf_count=601 609 340 214 415 558 262 122
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internal_weight=0 0.00842927 0.00738365 0.00633877 0.00525786 0.00372024 0.00242308
internal_count=3121 2512 2172 1958 1543 985 384
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Tree=7164
num_leaves=7
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split_feature=43 1 16 0 2 48
split_gain=9.00036e-06 2.94e-05 5.07457e-05 4.37925e-05 2.02426e-05 3.24454e-05
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decision_type=2 2 2 2 2 2
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leaf_count=166 1140 350 399 519 356 191
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internal_weight=0 0.00725084 0.00613829 0.00510262 0.00385038 0.00229156
internal_count=3121 2955 2605 2206 1687 547
is_linear=0
shrinkage=0.1


Tree=7165
num_leaves=7
num_cat=0
split_feature=50 15 4 151 1 3
split_gain=2.91789e-05 4.115e-05 5.53009e-05 3.1945e-05 4.58982e-05 2.63261e-05
threshold=0.079410000000000008 -0.15026499999999995 0.23246000000000003 -0.0071249999999999985 0.084885000000000002 -0.059315
decision_type=2 2 2 2 2 2
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leaf_count=318 609 355 169 1102 445 123
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internal_weight=0 0.00812231 0.00705681 0.00604836 0.00484626 0.00295
internal_count=3121 2512 2194 2025 1670 1225
is_linear=0
shrinkage=0.00196078


Tree=7166
num_leaves=7
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split_feature=13 3 16 52 1 52
split_gain=1.03892e-05 2.40796e-05 3.37651e-05 8.37058e-05 3.78166e-05 5.46666e-05
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decision_type=2 2 2 2 2 2
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leaf_weight=0.0010748126175764662 0.0011587046006308547 0.0011707267708919748 0.0010306127804322806 0.001101755568970653 0.0011017137404075528 0.001694170676209893
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internal_weight=0 0.00725768 0.00608696 0.00505634 0.00395459 0.00285288
internal_count=3121 2952 2841 2444 1778 1506
is_linear=0
shrinkage=0.1


Tree=7167
num_leaves=7
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split_feature=42 0 12 0 2 52
split_gain=9.66502e-06 1.86365e-05 3.5025e-05 3.08117e-05 2.368e-05 1.98393e-05
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decision_type=2 2 2 2 2 2
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leaf_count=862 82 229 656 870 265 157
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internal_weight=0 0.00690072 0.00476256 0.00345312 0.00213816 0.00206973
internal_count=3121 2259 1765 1109 494 239
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shrinkage=0.1


Tree=7168
num_leaves=7
num_cat=0
split_feature=457 15 16 2 3 52
split_gain=1.07027e-05 2.18392e-05 2.36824e-05 2.6146e-05 3.93426e-05 3.6315e-05
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decision_type=2 2 2 2 2 2
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leaf_count=228 267 662 1001 300 108 555
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internal_weight=0 0.00723479 0.00618729 0.00515309 0.00412346 0.00297559
internal_count=3121 2854 2192 1964 1664 1556
is_linear=0
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Tree=7169
num_leaves=7
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split_feature=16 4 2 52 2 2
split_gain=1.00574e-05 2.72475e-05 2.41248e-05 2.8004e-05 4.71578e-05 8.87107e-06
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decision_type=2 2 2 2 2 2
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leaf_value=0.0080094905740920423 0.012069209946980814 -0.013736394367150163 0.014132520659607057 -0.0037682054121612497 -0.022054923593414252 0.0095099353503290025
leaf_weight=0.0013059722101676843 0.0010828803657367716 0.0014530939870522255 0.001209821669815897 0.0010045716555010581 0.0012167941210887464 0.0010080540836919852
leaf_count=274 575 291 357 458 382 784
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internal_weight=0 0.00697522 0.00552212 0.0043123 0.00322942 0.00201263
internal_count=3121 2847 2556 2199 1624 1242
is_linear=0
shrinkage=0.1


Tree=7170
num_leaves=7
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split_feature=3 42 49 2 3 15
split_gain=1.02981e-05 3.22456e-05 4.57257e-05 3.47747e-05 4.32828e-05 5.85364e-05
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decision_type=2 2 2 2 2 2
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leaf_count=277 292 650 1101 335 276 190
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internal_weight=0 0.00721714 0.00608541 0.00493634 0.00330585 0.00228093
internal_count=3121 2844 2194 1902 1567 466
is_linear=0
shrinkage=0.1


Tree=7171
num_leaves=7
num_cat=0
split_feature=4 42 1 3 0 15
split_gain=1.06101e-05 2.27992e-05 2.40347e-05 4.32265e-05 3.39798e-05 4.33087e-05
threshold=0.27287000000000006 0.092145000000000019 0.11212500000000002 0.096675000000000011 -0.10224499999999999 0.035560000000000008
decision_type=2 2 2 2 2 2
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leaf_count=274 352 544 160 115 923 753
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internal_weight=0 0.00694863 0.00593916 0.00468097 0.00352893 0.00236313
internal_count=3121 2769 2225 2065 1950 1676
is_linear=0
shrinkage=0.1


Tree=7172
num_leaves=7
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split_feature=50 15 4 151 43 0
split_gain=5.83358e-05 5.8696e-05 4.98776e-05 4.16508e-05 3.80428e-05 7.23105e-05
threshold=0.079410000000000008 -0.15026499999999995 0.098655000000000007 -0.0071249999999999985 0.016310000000000002 -0.053834999999999994
decision_type=2 2 2 2 2 2
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internal_weight=0 0.00807338 0.00701783 0.00524009 0.00407017 0.00290916
internal_count=3121 2512 2194 1924 1578 1346
is_linear=0
shrinkage=0.00196078


Tree=7173
num_leaves=7
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split_feature=457 15 43 2 2 3
split_gain=9.77485e-06 2.31658e-05 2.25093e-05 3.92529e-05 4.3071e-05 2.31282e-05
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decision_type=2 2 2 2 2 2
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internal_weight=0 0.00719532 0.0061581 0.0040453 0.0029755 0.0021128
internal_count=3121 2854 2192 1238 637 954
is_linear=0
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Tree=7174
num_leaves=8
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split_feature=50 160 3 48 49 1 47
split_gain=7.19649e-05 5.49862e-05 4.53745e-05 4.90564e-05 5.0361e-05 7.03759e-05 0.000103582
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decision_type=2 2 2 2 2 2 2
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internal_value=0 3.81619e-05 -1.43273e-05 4.84002e-05 -3.23526e-05 6.1785e-05 0.0002769
internal_weight=0 0.00930242 0.00829659 0.00698877 0.00562868 0.00447567 0.00253515
internal_count=3121 2561 2170 2029 1807 1629 569
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shrinkage=0.00196078


Tree=7175
num_leaves=7
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split_feature=15 16 2 48 0 15
split_gain=1.01855e-05 3.9185e-05 4.13992e-05 4.26355e-05 5.15076e-05 1.82862e-05
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decision_type=2 2 2 2 2 2
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internal_weight=0 0.00708937 0.00603222 0.00482983 0.00377114 0.00253538
internal_count=3121 2758 2542 2172 1852 1688
is_linear=0
shrinkage=0.1


Tree=7176
num_leaves=6
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split_feature=4 52 15 3 52
split_gain=9.72285e-06 2.29004e-05 3.75808e-05 0.00010948 3.51157e-05
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decision_type=2 2 2 2 2
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internal_weight=0 0.00643347 0.00421203 0.00223132 0.00222144
internal_count=3121 2695 1730 893 965
is_linear=0
shrinkage=0.1


Tree=7177
num_leaves=6
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split_feature=157 0 52 16 2
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decision_type=2 2 2 2 2
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leaf_value=-0.0089322335798364249 0.0084501704164389943 0.011354422018897336 0.011856257686400841 -0.028073505005559541 -0.013863053074788904
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internal_weight=0 0.00719819 0.00544769 0.00405745 0.00300033
internal_count=3121 2550 2293 1381 759
is_linear=0
shrinkage=0.1


Tree=7178
num_leaves=5
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split_feature=1 12 3 12
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decision_type=2 2 2 2
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leaf_count=1058 459 942 240 422
internal_value=0 -0.00389344 0.00319486 0.0085333
internal_weight=0 0.0037399 0.00446978 0.0030028
internal_count=3121 2000 1121 881
is_linear=0
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Tree=7179
num_leaves=7
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split_feature=4 42 1 3 2 3
split_gain=1.00697e-05 1.6712e-05 2.16073e-05 2.90653e-05 3.32762e-05 3.49655e-05
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decision_type=2 2 2 2 2 2
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internal_count=3121 2756 2212 2053 1938 1439
is_linear=0
shrinkage=0.1


Tree=7180
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split_feature=50 160 13 13 4 1
split_gain=3.03992e-05 3.33256e-05 3.15041e-05 5.05402e-05 6.47005e-05 2.50262e-05
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internal_weight=0 0.00782327 0.00672566 0.00534757 0.00299887 0.00234871
internal_count=3121 2512 2071 1819 1048 771
is_linear=0
shrinkage=0.00196078


Tree=7181
num_leaves=7
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split_feature=50 15 4 2 0 0
split_gain=2.28654e-05 4.21222e-05 5.10606e-05 3.63298e-05 4.35132e-05 4.24852e-05
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decision_type=2 2 2 2 2 2
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leaf_count=318 609 911 169 318 192 604
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internal_weight=0 0.00799131 0.00694186 0.00592819 0.00244539 0.0034828
internal_count=3121 2512 2194 2025 1103 922
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shrinkage=0.00196078


Tree=7182
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split_feature=3 3 1 3 2
split_gain=1.08336e-05 2.72859e-05 3.40829e-05 7.08989e-05 5.07158e-05
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decision_type=2 2 2 2 2
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leaf_count=408 1334 296 439 248 396
internal_value=0 -0.00200052 0.000918418 0.00835388 -0.00772666
internal_weight=0 0.00635431 0.00530225 0.00285055 0.0024517
internal_count=3121 2713 1379 687 692
is_linear=0
shrinkage=0.1


Tree=7183
num_leaves=6
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split_feature=51 47 4 43 0
split_gain=9.62483e-06 1.9064e-05 3.96424e-05 5.25703e-05 3.02772e-05
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decision_type=2 2 2 2 2
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leaf_count=650 435 361 314 425 936
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internal_weight=0 0.0069281 0.00495266 0.0023428 0.00260987
internal_count=3121 2686 2325 1075 1250
is_linear=0
shrinkage=0.1


Tree=7184
num_leaves=6
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split_feature=13 3 1 13 0
split_gain=1.0749e-05 1.89883e-05 3.38121e-05 2.5185e-05 3.40676e-05
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decision_type=2 2 2 2 2
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leaf_weight=0.0010536278308676938 0.001730303623566483 0.0011423027489688179 0.0010717464394248508 0.0012639354156597231 0.0019164387243914417
leaf_count=169 1458 111 257 219 907
internal_value=0 -0.00142357 0.000832283 -0.00267986 0.00260242
internal_weight=0 0.00712473 0.00598242 0.00491068 0.00318037
internal_count=3121 2952 2841 2584 1126
is_linear=0
shrinkage=0.1


Tree=7185
num_leaves=8
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split_feature=50 484 133 42 49 1 3
split_gain=3.75194e-05 3.77507e-05 3.50362e-05 5.56067e-05 3.6771e-05 5.47588e-05 4.66219e-05
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decision_type=2 2 2 2 2 2 2
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internal_weight=0 0.00810838 0.00710088 0.00600982 0.00485402 0.00318469 0.00207805
internal_count=3121 2512 2172 1751 1444 1089 923
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Tree=7186
num_leaves=6
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split_feature=457 1 42 43 1
split_gain=1.0859e-05 2.03787e-05 3.06441e-05 3.51627e-05 5.53944e-05
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decision_type=2 2 2 2 2
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leaf_count=703 289 275 776 731 347
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internal_weight=0 0.00713273 0.00597277 0.00461353 0.00349243
internal_count=3121 2832 2557 1781 1078
is_linear=0
shrinkage=0.1


Tree=7187
num_leaves=6
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split_feature=42 49 42 1 2
split_gain=1.26241e-05 1.73886e-05 3.78392e-05 2.54835e-05 4.37146e-05
threshold=-1.0000000180025095e-35 -0.043469999999999995 0.091545000000000015 0.10887500000000001 0.10005000000000001
decision_type=2 2 2 2 2
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leaf_count=862 381 840 614 229 195
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internal_weight=0 0.0067857 0.00518059 0.00413607 0.00300154
internal_count=3121 2259 1878 1264 1035
is_linear=0
shrinkage=0.1


Tree=7188
num_leaves=7
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split_feature=50 15 4 2 48 4
split_gain=2.4354e-05 3.83805e-05 4.37456e-05 3.3273e-05 3.68056e-05 4.13153e-05
threshold=0.079410000000000008 -0.15026499999999995 0.098655000000000007 0.10644500000000001 0.082620000000000013 -0.059649999999999988
decision_type=2 2 2 2 2 2
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internal_weight=0 0.007797 0.00677511 0.00508786 0.00384955 0.00278704
internal_count=3121 2512 2194 1924 1593 1332
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Tree=7189
num_leaves=8
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split_feature=50 15 47 3 3 12 15
split_gain=3.80464e-05 4.44424e-05 5.37055e-05 9.18803e-05 4.95033e-05 7.02061e-05 4.65226e-05
threshold=0.079410000000000008 -0.15026499999999995 0.096175000000000024 0.10542000000000001 0.013900000000000001 0.084100000000000022 0.013270000000000002
decision_type=2 2 2 2 2 2 2
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leaf_count=318 609 390 185 135 110 600 774
internal_value=0 -5.83399e-05 -0.000113968 -3.40413e-05 -0.000166109 -5.21325e-05 -0.000269093
internal_weight=0 0.00802942 0.00701004 0.00576064 0.00448496 0.0034338 0.0021477
internal_count=3121 2512 2194 2009 1874 1764 1374
is_linear=0
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Tree=7190
num_leaves=7
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split_feature=50 3 47 15 2 15
split_gain=3.74495e-05 4.5341e-05 5.76825e-05 6.18005e-05 4.38101e-05 2.40841e-05
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decision_type=2 2 2 2 2 2
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leaf_count=348 609 563 299 331 241 730
internal_value=0 3.48571e-05 -4.50995e-05 7.53743e-05 -7.93884e-05 8.75242e-05
internal_weight=0 0.00844579 0.00644844 0.0045347 0.0031121 0.00205453
internal_count=3121 2512 2164 1865 1302 1061
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Tree=7191
num_leaves=6
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split_feature=4 52 3 2 15
split_gain=1.06493e-05 1.56866e-05 2.545e-05 3.65363e-05 6.60563e-05
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decision_type=2 2 2 2 2
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internal_value=0 -0.00169442 0.000293041 -0.00297282 0.00216451
internal_weight=0 0.00690991 0.0058858 0.00472122 0.00352057
internal_count=3121 2769 2257 2054 1771
is_linear=0
shrinkage=0.1


Tree=7192
num_leaves=6
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split_feature=42 160 43 16 0
split_gain=1.12968e-05 1.7551e-05 2.75754e-05 5.53565e-05 7.52694e-05
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decision_type=2 2 2 2 2
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leaf_count=862 828 482 89 322 538
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internal_weight=0 0.00680475 0.00529766 0.00386379 0.00256402
internal_count=3121 2259 1431 949 627
is_linear=0
shrinkage=0.1


Tree=7193
num_leaves=7
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split_feature=50 484 133 42 16 4
split_gain=2.64629e-05 3.99612e-05 3.39807e-05 4.00584e-05 3.04602e-05 9.37232e-05
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decision_type=2 2 2 2 2 2
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internal_weight=0 0.00808079 0.00707266 0.00596171 0.0047687 0.00341364
internal_count=3121 2512 2172 1751 1387 1161
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Tree=7194
num_leaves=7
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split_feature=52 160 2 42 47 16
split_gain=1.21582e-05 3.67632e-05 3.26493e-05 2.23005e-05 2.61224e-05 2.58175e-05
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decision_type=2 2 2 2 2 2
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internal_weight=0 0.00568467 0.00250877 0.00462022 0.00330804 0.00230098
internal_count=3121 2168 953 1425 976 861
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Tree=7195
num_leaves=7
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split_feature=3 51 0 2 16 1
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decision_type=2 2 2 2 2 2
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Tree=7196
num_leaves=7
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Tree=7197
num_leaves=7
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split_feature=50 160 3 4 16 2
split_gain=2.67479e-05 2.98439e-05 2.29142e-05 5.30889e-05 8.37418e-05 4.32755e-05
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decision_type=2 2 2 2 2 2
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Tree=7198
num_leaves=6
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split_feature=52 15 15 43 2
split_gain=1.17583e-05 3.11658e-05 4.23111e-05 3.13233e-05 2.88853e-05
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leaf_count=404 367 454 651 696 549
internal_value=0 -0.00261735 0.0012813 -0.00488765 0.0056186
internal_weight=0 0.00565854 0.00443472 0.00317021 0.00249905
internal_count=3121 2168 1801 1347 953
is_linear=0
shrinkage=0.1


Tree=7199
num_leaves=7
num_cat=0
split_feature=15 4 48 2 13 16
split_gain=2.20837e-05 4.09882e-05 3.6269e-05 4.02562e-05 5.24164e-05 5.44542e-05
threshold=-0.15026499999999995 0.23246000000000003 0.092475000000000016 0.099185000000000009 -0.063184999999999977 -0.008069999999999999
decision_type=2 2 2 2 2 2
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leaf_count=363 973 170 275 467 637 236
internal_value=0 -4.52757e-05 1.0448e-05 -5.21111e-05 -0.0001573 -2.15291e-05
internal_weight=0 0.00770302 0.00668791 0.00563095 0.00401477 0.00293641
internal_count=3121 2758 2588 2313 1846 873
is_linear=0
shrinkage=0.00196078


Tree=7200
num_leaves=7
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split_feature=50 15 4 12 1 16
split_gain=2.45879e-05 3.88355e-05 3.98836e-05 3.39409e-05 5.08278e-05 1.97254e-05
threshold=0.079410000000000008 -0.15026499999999995 0.098655000000000007 0.084225000000000008 0.093890000000000015 0.15891500000000003
decision_type=2 2 2 2 2 2
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leaf_value=0.00038412377082521312 -0.00029332124657044953 1.4817467509101345e-05 -0.00028333380523227168 -0.00031816343134681037 0.00055844478500002251 5.6853507941127452e-05
leaf_weight=0.0010334497516480915 0.0010225344453354242 0.001942541857223117 0.0017061820585954372 0.0010401500140734348 0.0010024831891353105 0.0011197526259652969
leaf_count=318 609 349 270 1028 210 337
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internal_weight=0 0.00784456 0.00681111 0.00510493 0.00294503 0.0021599
internal_count=3121 2512 2194 1924 559 1365
is_linear=0
shrinkage=0.00196078


Tree=7201
num_leaves=6
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split_feature=457 1 42 43 1
split_gain=1.02958e-05 2.38617e-05 2.66483e-05 3.34521e-05 4.63654e-05
threshold=0.045365000000000009 0.12337000000000002 0.088915000000000008 -0.077604999999999993 0.088485000000000022
decision_type=2 2 2 2 2
left_child=1 2 3 -1 -5
right_child=-2 -3 -4 4 -6
leaf_value=0.014669802413693853 0.009151639509209825 0.011668738051389592 -0.016344974917564911 0.0065242425357453331 -0.016528979817249913
leaf_weight=0.0011178350575096418 0.001049837430362092 0.0011596321090228878 0.0013535870539219501 0.0017144252261600149 0.0017763942020533627
leaf_count=703 289 275 776 731 347
internal_value=0 -0.00145624 -0.00400899 -0.000385848 -0.00520699
internal_weight=0 0.00712187 0.00596224 0.00460865 0.00349082
internal_count=3121 2832 2557 1781 1078
is_linear=0
shrinkage=0.1


Tree=7202
num_leaves=7
num_cat=0
split_feature=42 0 49 12 3 4
split_gain=4.00911e-05 3.08419e-05 4.2515e-05 9.1551e-05 3.93682e-05 3.453e-05
threshold=-1.0000000180025095e-35 -0.062764999999999974 -0.026779999999999995 0.088365000000000013 0.095270000000000007 -0.35136499999999998
decision_type=2 2 2 2 2 2
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leaf_value=-0.00028596314145505999 0.00023395075375903183 3.0900645286793697e-05 0.00028761272204728153 -0.00064824048227321541 -0.00018717244703900365 0.00050333380674456114
leaf_weight=0.0015910284793742699 0.0016544416897014665 0.0013451009246654147 0.0013127054016182724 0.0010077807415304479 0.0013744975091659391 0.0010663462732854031
leaf_count=862 313 215 719 574 144 294
internal_value=0 5.57088e-05 -2.72821e-05 -0.00014425 4.47613e-05 0.000239811
internal_weight=0 0.00776087 0.00534943 0.00369498 0.0026872 0.00241145
internal_count=3121 2259 1750 1437 863 509
is_linear=0
shrinkage=0.00196078


Tree=7203
num_leaves=7
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split_feature=1 4 13 3 3 2
split_gain=1.13475e-05 3.59107e-05 3.25401e-05 2.1658e-05 4.36573e-05 6.23552e-06
threshold=0.090405000000000013 -0.15764999999999998 -0.016469999999999995 0.083060000000000009 -0.077774999999999983 0.11215000000000001
decision_type=2 2 2 2 2 2
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leaf_value=0.0083249532128254495 -0.0033134608615639177 -0.024076998266899297 -0.00028310959153623794 0.0018769755765057202 0.02460404869524457 -0.0087525011629952278
leaf_weight=0.0014233028943675626 0.0011533043590557894 0.0011216226950327508 0.0011788458584616032 0.0010520769514110861 0.0010891293904437089 0.0011608073083532447
leaf_count=142 378 1152 706 128 434 181
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internal_weight=0 0.00372377 0.00230047 0.00445532 0.00224243 0.00221288
internal_count=3121 2000 1858 1121 812 309
is_linear=0
shrinkage=0.1


Tree=7204
num_leaves=7
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split_feature=50 3 47 0 49 4
split_gain=3.46136e-05 5.40171e-05 5.88585e-05 5.94383e-05 6.91268e-05 3.75123e-05
threshold=0.079410000000000008 -0.10519499999999998 0.077555000000000013 -0.10011499999999998 -0.006494999999999999 -0.082109999999999975
decision_type=2 2 2 2 2 2
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right_child=-2 2 -4 5 -6 -7
leaf_value=0.00032100551840509963 -0.00032996380049683604 -3.9342531207356269e-06 -0.00033403126194013428 8.6745905516027595e-05 0.00067114101830967039 -0.00043012918450987706
leaf_weight=0.0019978456433951634 0.0011039930971954047 0.0013465220982442809 0.0019362432183185107 0.0011270000459907752 0.0010287161368414135 0.0010361583661699944
leaf_count=348 609 190 299 397 197 1081
internal_value=0 3.91562e-05 -4.78126e-05 7.42986e-05 0.000288441 -0.000160839
internal_weight=0 0.00847249 0.00647464 0.0045384 0.00237524 0.00216316
internal_count=3121 2512 2164 1865 387 1478
is_linear=0
shrinkage=0.00196078


Tree=7205
num_leaves=7
num_cat=0
split_feature=2 52 52 2 0 0
split_gain=1.93483e-05 3.49744e-05 7.09084e-05 2.77382e-05 2.9017e-05 6.01454e-05
threshold=0.099185000000000009 0.10744000000000002 -0.013374999999999998 0.090790000000000023 -0.10607499999999999 -0.077999999999999986
decision_type=2 2 2 2 2 2
left_child=3 2 -2 4 -1 -6
right_child=1 -3 -4 -5 5 -7
leaf_value=0.00024412598988527801 0.00035474224056125832 0.00041314455512450946 -0.0002709887589151092 -0.00033714865358570688 -0.0004609851911446573 0.00012721886775851697
leaf_weight=0.0012420317698740792 0.0011866300350328177 0.0010014029854417206 0.0016849572686825243 0.0012718106255997117 0.001142559228614426 0.0016103371737203002
leaf_count=192 417 199 303 433 1164 413
internal_value=0 9.76164e-05 -1.24171e-05 -8.4951e-05 -4.66226e-06 -0.000116909
internal_weight=0 0.00387299 0.00287159 0.00526674 0.00399493 0.0027529
internal_count=3121 919 720 2202 1769 1577
is_linear=0
shrinkage=0.00196078


Tree=7206
num_leaves=7
num_cat=0
split_feature=15 16 2 48 0 12
split_gain=1.21636e-05 3.49824e-05 4.98644e-05 4.30601e-05 5.01986e-05 3.98153e-05
threshold=-0.15026499999999995 -0.36241499999999999 0.10912000000000001 0.082620000000000013 -0.053834999999999994 0.089735000000000023
decision_type=2 2 2 2 2 2
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leaf_value=0.0093303648739879157 -0.018495445872513085 -0.010835697211320522 0.019603485120487041 0.014671352453884437 -0.022351304599742904 0.016010558231323746
leaf_weight=0.0011759702569861643 0.0010496643812218601 0.0012265532401671921 0.0011915519664509044 0.0010468052796972801 0.0015103642719836211 0.0010051549444528066
leaf_count=363 216 981 370 320 204 667
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internal_weight=0 0.00703009 0.00598043 0.00478888 0.00374207 0.00223171
internal_count=3121 2758 2542 2172 1852 1648
is_linear=0
shrinkage=0.1


Tree=7207
num_leaves=7
num_cat=0
split_feature=16 52 0 47 15 3
split_gain=1.08858e-05 2.37413e-05 3.54009e-05 5.66785e-05 5.05646e-05 2.89014e-05
threshold=-0.48836499999999994 0.11434500000000002 -0.019414999999999998 1.0000000180025095e-35 0.035560000000000008 0.090900000000000009
decision_type=2 2 2 2 2 2
left_child=-1 2 3 4 5 -2
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leaf_value=0.0083582442302299782 0.0008752873413143702 -0.015344481539652481 0.014196228251243748 -0.023648931469784001 -0.014246872725075382 0.024164334166481394
leaf_weight=0.0012893782467275836 0.0011260247410905195 0.00106989254336995 0.0014838986471333677 0.0010720331690410099 0.0011314258936176917 0.0010115539631376687
leaf_count=274 821 428 287 283 908 120
internal_value=0 -0.00165251 0.000862356 -0.00369557 0.00284791 0.0118962
internal_weight=0 0.00689483 0.00582494 0.00434104 0.003269 0.00213758
internal_count=3121 2847 2419 2132 1849 941
is_linear=0
shrinkage=0.1


Tree=7208
num_leaves=8
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split_feature=48 16 15 15 16 0 52
split_gain=4.17505e-05 6.23931e-05 4.58313e-05 5.70653e-05 6.24136e-05 7.44413e-05 5.33374e-05
threshold=0.11926500000000002 -0.48836499999999994 -0.11713499999999999 -0.095244999999999982 -0.010264999999999998 -0.053834999999999994 0.096795000000000006
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -3 -4 -5 -6 -7
right_child=-2 2 3 4 5 6 -8
leaf_value=0.00047795682424410177 -0.00038895662830666319 -0.00041893989935922241 0.00045324599749602606 -0.00033227488460444609 0.00055086401530270352 -0.00038866043480539599 0.00023145523309675925
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leaf_count=242 117 323 145 1333 635 278 48
internal_value=0 3.3295e-05 -3.26702e-05 3.13849e-05 -5.37524e-05 0.000115749 -9.24148e-05
internal_weight=0 0.00817808 0.0071216 0.00610861 0.00508282 0.00315983 0.00213732
internal_count=3121 3004 2762 2439 2294 961 326
is_linear=0
shrinkage=0.00196078


Tree=7209
num_leaves=6
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split_feature=51 15 16 0 4
split_gain=9.95822e-06 1.94577e-05 3.45969e-05 6.05899e-05 4.01231e-05
threshold=0.087505000000000013 -0.15026499999999995 -0.36241499999999999 -0.10607499999999999 -0.082109999999999975
decision_type=2 2 2 2 2
left_child=1 -1 -3 -4 -5
right_child=-2 2 3 4 -6
leaf_value=0.014303901766692526 -0.0082444496514931746 -0.017254386527979861 0.02214401990047149 0.0071747182176914535 -0.013783667775030557
leaf_weight=0.0010013422118387988 0.0012627880860512902 0.0010476808228459767 0.0012130600071371114 0.0017691873626128861 0.0018884469191042946
leaf_count=333 435 215 186 598 1354
internal_value=0 0.00141216 -0.000769023 0.00277696 -0.00364616
internal_weight=0 0.00691972 0.00591838 0.00487069 0.00365763
internal_count=3121 2686 2353 2138 1952
is_linear=0
shrinkage=0.1


Tree=7210
num_leaves=7
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split_feature=50 15 47 3 13 52
split_gain=2.4891e-05 3.23338e-05 3.31315e-05 6.13823e-05 3.72788e-05 3.63873e-05
threshold=0.079410000000000008 -0.15026499999999995 0.096175000000000024 0.10542000000000001 -0.033284999999999988 -0.0064899999999999992
decision_type=2 2 2 2 2 2
left_child=1 -1 3 4 -3 -6
right_child=-2 2 -4 -5 5 -7
leaf_value=0.00036041061013411519 -0.00029309121303468401 -0.00033461140441230796 -0.00031526593086207585 0.00042812613326171533 -0.00021388093820303751 0.00023287459338118573
leaf_weight=0.0010036662253573329 0.0010248518324261352 0.0013504870863753037 0.0011797253655666182 0.0012546314567989754 0.0011484474217807708 0.0017987229928957574
leaf_count=318 609 968 185 135 404 502
internal_value=0 3.20984e-05 -1.68492e-05 4.6557e-05 -6.48359e-05 5.87838e-05
internal_weight=0 0.00773568 0.00673201 0.00555229 0.00429766 0.00294717
internal_count=3121 2512 2194 2009 1874 906
is_linear=0
shrinkage=0.00196078


Tree=7211
num_leaves=6
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split_feature=157 42 0 49 3
split_gain=1.06865e-05 2.39419e-05 2.60307e-05 3.31082e-05 4.40819e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.062764999999999974 -0.026779999999999995 -0.055119999999999995
decision_type=2 2 2 2 2
left_child=-1 -2 3 -3 -5
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leaf_value=-0.0096094698397869507 -0.01094036152074554 0.012460719909747689 0.013928809593676815 -0.02258807178465087 0.0035648732920521365
leaf_weight=0.0010276176337530541 0.0013066973994916228 0.001326419265600785 0.0018270046187246368 0.0010706203186122648 0.0016192626423542735
leaf_count=571 795 246 363 880 266
internal_value=0 0.00129645 0.00403288 -0.00046875 -0.00684445
internal_weight=0 0.00715 0.00584331 0.0040163 0.00268988
internal_count=3121 2550 1755 1392 1146
is_linear=0
shrinkage=0.1


Tree=7212
num_leaves=7
num_cat=0
split_feature=50 15 16 2 160 0
split_gain=2.43193e-05 3.78624e-05 3.24844e-05 8.81144e-05 4.94964e-05 4.50796e-05
threshold=0.079410000000000008 -0.15026499999999995 -0.092484999999999984 0.092875000000000013 -0.027994999999999996 -0.053834999999999994
decision_type=2 2 2 2 2 2
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leaf_value=0.00038605339909763295 -0.00029099808854652357 0.00012911634259009873 0.00045350138167003833 -0.00064686503599260077 0.00018045257093192752 -0.00027144777745009114
leaf_weight=0.0010112746343393878 0.0010113179586088645 0.001284450704745874 0.001030421108566517 0.0010010988543252847 0.0017631888648408517 0.0016363439424607934
leaf_count=318 609 217 450 212 1030 285
internal_value=0 3.235e-05 -2.09135e-05 -0.000210773 7.70409e-05 -3.70668e-05
internal_weight=0 0.00772678 0.0067155 0.00228555 0.00442995 0.00339953
internal_count=3121 2512 2194 429 1765 1315
is_linear=0
shrinkage=0.00196078


Tree=7213
num_leaves=7
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split_feature=11 3 15 3 15 3
split_gain=3.00308e-05 3.06888e-05 4.34829e-05 0.000105319 3.0383e-05 4.80141e-05
threshold=1.0000000180025095e-35 -0.10519499999999998 0.088235000000000022 -0.049509999999999992 -0.016799999999999995 0.097915000000000016
decision_type=2 2 2 2 2 2
left_child=1 -1 3 -3 5 -5
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leaf_value=0.00032025950548184067 -0.00033595818279539999 -0.0006637217837216886 0.00029383917089999571 0.00018106514399581224 0.0002577762050556344 -0.00030050899841505999
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leaf_count=177 244 1295 649 372 164 220
internal_value=0 2.34201e-05 -2.49263e-05 -9.91058e-05 2.59351e-05 -8.13694e-05
internal_weight=0 0.00822156 0.00707006 0.00573538 0.00469551 0.00320986
internal_count=3121 2877 2700 2051 756 592
is_linear=0
shrinkage=0.00196078


Tree=7214
num_leaves=8
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split_feature=11 2 4 49 43 2 12
split_gain=3.34922e-05 3.56134e-05 5.09315e-05 4.26639e-05 4.31293e-05 3.70744e-05 4.74107e-05
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decision_type=2 2 2 2 2 2 2
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leaf_count=190 244 197 271 635 181 879 524
internal_value=0 3.27785e-05 0.000137364 0.00025278 0.000104593 -0.000125495 1.58945e-05
internal_weight=0 0.00827169 0.00498058 0.00372013 0.00248334 0.00329111 0.00225175
internal_count=3121 2877 1284 1013 816 1593 714
is_linear=0
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Tree=7215
num_leaves=6
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split_feature=1 12 3 3 2
split_gain=1.02755e-05 3.09171e-05 2.66587e-05 4.01629e-05 7.18073e-06
threshold=0.090405000000000013 0.088245000000000004 0.083060000000000009 -0.077774999999999983 0.11215000000000001
decision_type=2 2 2 2 2
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leaf_value=-0.013336249162132385 -0.0021830132971151829 0.004855035050003887 0.0013840960773171289 0.024537990782474636 -0.010008072153517926
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internal_value=0 -0.00395714 0.00314553 0.0108123 -0.00463026
internal_weight=0 0.00374071 0.00447177 0.00225167 0.00222011
internal_count=3121 2000 1121 812 309
is_linear=0
shrinkage=0.1


Tree=7216
num_leaves=6
num_cat=0
split_feature=16 52 0 1 13
split_gain=1.05203e-05 1.86078e-05 3.30337e-05 4.56456e-05 3.24576e-05
threshold=-0.48836499999999994 0.11434500000000002 -0.084269999999999984 0.094385000000000011 -0.0034749999999999994
decision_type=2 2 2 2 2
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leaf_weight=0.0012905050606080359 0.0014229428030124599 0.0010753291674857734 0.0016048309037887765 0.0013102508952476197 0.0014976775732437827
leaf_count=274 853 428 835 226 505
internal_value=0 -0.00162782 0.000599588 -0.00741633 0.00766131
internal_weight=0 0.00691103 0.0058357 0.00273319 0.00310251
internal_count=3121 2847 2419 1079 1340
is_linear=0
shrinkage=0.1


Tree=7217
num_leaves=6
num_cat=0
split_feature=160 16 0 1 16
split_gain=9.33647e-06 3.34154e-05 5.14571e-05 6.8138e-05 4.88437e-05
threshold=-0.081069999999999989 -0.056919999999999991 -0.20211999999999997 0.08844500000000001 0.38525000000000004
decision_type=2 2 2 2 2
left_child=-1 2 -2 -4 -3
right_child=1 4 3 -5 -6
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leaf_count=649 95 799 817 467 294
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internal_weight=0 0.00697955 0.00399093 0.00294628 0.00298863
internal_count=3121 2472 1379 1284 1093
is_linear=0
shrinkage=0.1


Tree=7218
num_leaves=6
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split_feature=159 160 0 42 48
split_gain=9.50384e-06 3.80174e-05 2.39472e-05 6.47195e-05 2.55373e-05
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decision_type=2 2 2 2 2
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leaf_count=684 527 801 350 566 193
internal_value=0 -0.00136681 0.00158638 0.00564104 -0.00280911
internal_weight=0 0.00712967 0.00612748 0.00431311 0.00292243
internal_count=3121 2594 1910 1560 994
is_linear=0
shrinkage=0.1


Tree=7219
num_leaves=7
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split_feature=457 1 15 160 2 13
split_gain=9.96885e-06 2.35338e-05 2.85309e-05 3.08673e-05 5.76864e-05 2.12168e-05
threshold=0.045365000000000009 0.12500000000000003 1.0000000180025095e-35 -0.073679999999999982 0.10912000000000001 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2
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right_child=-2 -3 -4 4 -6 -7
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leaf_weight=0.0010146593112710886 0.0010486485059816334 0.0010490928015216856 0.0016219939495088825 0.0010079194375705207 0.0010593605672881375 0.0013511115188708366
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internal_weight=0 0.00710414 0.00605504 0.00443305 0.00341839 0.00235903
internal_count=3121 2832 2571 1432 977 726
is_linear=0
shrinkage=0.1


Tree=7220
num_leaves=7
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split_feature=52 52 52 2 3 4
split_gain=4.32202e-05 4.04234e-05 5.10827e-05 6.02779e-05 5.66473e-05 4.66487e-05
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decision_type=2 2 2 2 2 2
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leaf_value=-0.00033107957507318744 -0.00039167435000026993 0.00036152922812287451 -0.000206344848315266 -0.00028985350441711958 8.7827203999482425e-05 0.00063084215962114654
leaf_weight=0.0010057203831263083 0.0010024719911491163 0.0019439481164397537 0.0012392410214935902 0.0019161720904423405 0.0015192424037058102 0.0010143407488605307
leaf_count=364 368 589 369 341 880 210
internal_value=0 3.84342e-05 8.71215e-05 -6.64449e-06 0.000137194 0.000305228
internal_weight=0 0.00863866 0.00763294 0.005689 0.00377282 0.00253358
internal_count=3121 2753 2389 1800 1459 1090
is_linear=0
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Tree=7221
num_leaves=7
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split_feature=50 15 4 2 4 52
split_gain=3.51283e-05 4.41005e-05 5.66455e-05 3.89717e-05 4.82322e-05 4.25665e-05
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decision_type=2 2 2 2 2 2
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leaf_weight=0.0010855163516751308 0.001093006982962161 0.0012785959571135941 0.0010540377316705721 0.001810681744179267 0.001839418745217015 0.0012976974274720395
leaf_count=318 609 484 169 371 551 619
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internal_weight=0 0.00836595 0.00728043 0.00622639 0.0036501 0.00257629
internal_count=3121 2512 2194 2025 922 1103
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Tree=7222
num_leaves=6
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split_feature=15 52 3 2 2
split_gain=9.05478e-06 2.17333e-05 3.42054e-05 6.86576e-05 4.56238e-05
threshold=-0.11713499999999999 -0.11592499999999999 -0.091054999999999983 0.10613000000000002 0.089775000000000008
decision_type=2 2 2 2 2
left_child=-1 -2 -3 4 -4
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leaf_count=484 495 377 1055 288 422
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internal_weight=0 0.00666877 0.00566826 0.00422222 0.00310073
internal_count=3121 2637 2142 1765 1477
is_linear=0
shrinkage=0.1


Tree=7223
num_leaves=6
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split_feature=43 16 15 16 1
split_gain=9.27315e-06 3.20707e-05 6.07584e-05 5.24823e-05 4.77341e-05
threshold=-0.09225499999999999 0.22339500000000004 -0.0088349999999999974 -0.084119999999999986 0.094385000000000011
decision_type=2 2 2 2 2
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leaf_weight=0.0017791334610100145 0.0011092838212869304 0.0010691022565413079 0.0010876006973541833 0.0011316376080904829 0.0019911625611054727
leaf_count=476 639 363 403 739 501
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internal_weight=0 0.00638879 0.00531968 0.00221924 0.00310045
internal_count=3121 2645 2282 1142 1140
is_linear=0
shrinkage=0.1


Tree=7224
num_leaves=7
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split_feature=50 15 4 151 2 2
split_gain=2.94537e-05 2.91619e-05 5.03518e-05 3.57656e-05 3.68195e-05 2.78132e-05
threshold=0.079410000000000008 -0.15026499999999995 0.098655000000000007 -0.0071249999999999985 0.10672500000000001 0.090675000000000019
decision_type=2 2 2 2 2 2
left_child=1 -1 3 -3 5 -5
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leaf_value=0.00034144302665064418 -0.0003157023735566484 0.00038506966464249163 -0.00029746798974899369 3.5117453249125937e-05 0.00030353233495317611 -0.00035780019750320273
leaf_weight=0.0010398396060845496 0.0010393718844902622 0.0011887978526466288 0.0017582459059725464 0.0017842225802194877 0.0011002862685319213 0.001132141323190079
leaf_count=318 609 346 270 912 271 395
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internal_weight=0 0.00800353 0.00696369 0.00520545 0.00401665 0.00291636
internal_count=3121 2512 2194 1924 1578 1307
is_linear=0
shrinkage=0.00196078


Tree=7225
num_leaves=7
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split_feature=50 15 4 12 49 52
split_gain=2.65705e-05 3.3824e-05 5.52537e-05 4.23018e-05 5.19369e-05 4.85934e-05
threshold=0.079410000000000008 -0.15026499999999995 0.098655000000000007 0.084225000000000008 -0.006494999999999999 0.08976000000000002
decision_type=2 2 2 2 2 2
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internal_weight=0 0.00813826 0.00709894 0.0053009 0.00310175 0.00219915
internal_count=3121 2512 2194 1924 559 1365
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Tree=7226
num_leaves=7
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split_feature=1 42 160 49 0 43
split_gain=9.01358e-06 2.8004e-05 2.59544e-05 4.81334e-05 5.64756e-05 3.89009e-05
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decision_type=2 2 2 2 2 2
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internal_weight=0 0.00706048 0.00604158 0.00496286 0.00388036 0.00215427
internal_count=3121 2842 2276 1956 1605 1376
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shrinkage=0.1


Tree=7227
num_leaves=7
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split_feature=50 15 4 48 12 2
split_gain=3.4937e-05 3.30448e-05 6.2795e-05 3.42097e-05 4.24575e-05 3.99848e-05
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decision_type=2 2 2 2 2 2
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internal_weight=0 0.00807008 0.00700599 0.00524871 0.00418986 0.00230251
internal_count=3121 2512 2194 1924 1715 437
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Tree=7228
num_leaves=6
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split_feature=52 3 3 4 4
split_gain=9.31959e-06 3.05802e-05 3.16869e-05 3.97565e-05 6.00844e-05
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decision_type=2 2 2 2 2
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internal_weight=0 0.00659922 0.00548594 0.00434211 0.00259786
internal_count=3121 2538 2367 2239 1781
is_linear=0
shrinkage=0.1


Tree=7229
num_leaves=8
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split_feature=11 48 2 42 42 13 15
split_gain=3.12455e-05 3.49056e-05 6.6749e-05 6.9396e-05 3.97062e-05 7.00432e-05 5.10414e-05
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decision_type=2 2 2 2 2 2 2
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Tree=7230
num_leaves=7
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split_gain=1.0173e-05 1.88392e-05 3.81108e-05 4.41159e-05 3.25478e-05 4.52895e-05
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decision_type=2 2 2 2 2 2
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internal_weight=0 0.00714629 0.00601348 0.00489731 0.00388064 0.00265642
internal_count=3121 2952 2789 2502 2101 1148
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Tree=7231
num_leaves=7
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split_feature=50 15 4 12 1 2
split_gain=2.52341e-05 3.37076e-05 5.25458e-05 3.56841e-05 4.68437e-05 2.77929e-05
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decision_type=2 2 2 2 2 2
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internal_weight=0 0.00786881 0.00682302 0.00510518 0.00295627 0.00214891
internal_count=3121 2512 2194 1924 559 1365
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Tree=7232
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split_feature=3 51 52 4 0 3
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decision_type=2 2 2 2 2 2
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internal_weight=0 0.00698768 0.00596343 0.004745 0.00357543 0.00224109
internal_count=3121 2929 2556 1976 1680 1458
is_linear=0
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Tree=7233
num_leaves=7
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split_feature=50 15 4 151 1 13
split_gain=2.95858e-05 4.49162e-05 5.64719e-05 4.04424e-05 3.55106e-05 2.97204e-05
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decision_type=2 2 2 2 2 2
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internal_count=3121 2512 2194 2025 1670 1225
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Tree=7234
num_leaves=7
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split_feature=50 15 4 12 3 2
split_gain=2.2232e-05 3.55341e-05 5.15065e-05 2.99688e-05 3.90363e-05 2.41305e-05
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decision_type=2 2 2 2 2 2
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internal_count=3121 2512 2194 1924 559 1365
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Tree=7235
num_leaves=7
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split_feature=16 1 43 47 4 43
split_gain=1.03055e-05 3.03377e-05 2.86703e-05 3.44179e-05 3.41791e-05 2.79612e-05
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decision_type=2 2 2 2 2 2
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internal_weight=0 0.00700765 0.0047931 0.00346093 0.00231078 0.00221455
internal_count=3121 2810 1299 760 601 1511
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Tree=7236
num_leaves=8
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split_feature=50 15 4 2 13 16 16
split_gain=2.58836e-05 3.34494e-05 5.56932e-05 3.62252e-05 3.32922e-05 4.8953e-05 3.16619e-05
threshold=0.079410000000000008 -0.15026499999999995 0.23246000000000003 0.098260000000000014 -0.033284999999999988 -0.059624999999999991 0.13751500000000003
decision_type=2 2 2 2 2 2 2
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right_child=-2 2 -4 6 5 -7 -8
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leaf_weight=0.0010670676524027773 0.0010745643262784097 0.0011850957960613264 0.0010114957270516292 0.001003341148482564 0.0011152184123643424 0.0016098163185663363 0.0011197138304042307
leaf_count=318 609 848 169 263 358 291 265
internal_value=0 3.12739e-05 -1.77302e-05 5.36552e-05 -5.83007e-05 6.10147e-05 0.00025985
internal_weight=0 0.00811175 0.00704468 0.00603319 0.00391013 0.00272503 0.00212305
internal_count=3121 2512 2194 2025 1497 649 528
is_linear=0
shrinkage=0.00196078


Tree=7237
num_leaves=6
num_cat=0
split_feature=157 0 52 1 2
split_gain=9.6458e-06 2.44185e-05 4.29579e-05 5.56298e-05 5.91641e-05
threshold=-1.0000000180025095e-35 -0.019414999999999998 0.070205000000000017 0.11061500000000002 0.089885000000000007
decision_type=2 2 2 2 2
left_child=-1 2 3 4 -2
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leaf_value=-0.0091200252364346691 -0.015682835873382494 0.01155370795231667 0.013068500228735401 -0.023169409505015531 0.014683275542243555
leaf_weight=0.0010265521898386309 0.0011408616897177228 0.0017398336943590872 0.0013946687687562322 0.0014262646270046054 0.0014662374784658475
leaf_count=571 643 257 912 265 473
internal_value=0 0.00124434 -0.00206009 -0.00729131 0.00139512
internal_weight=0 0.00716787 0.00542803 0.00403336 0.0026071
internal_count=3121 2550 2293 1381 1116
is_linear=0
shrinkage=0.1


Tree=7238
num_leaves=6
num_cat=0
split_feature=1 49 42 2 3
split_gain=1.05412e-05 2.09469e-05 5.4099e-05 2.15589e-05 2.54252e-05
threshold=0.12337000000000002 -0.026779999999999995 0.088915000000000008 0.10613000000000002 -0.078934999999999991
decision_type=2 2 2 2 2
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right_child=-2 2 -4 -5 -6
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leaf_weight=0.0017054209802083971 0.0012338020144103705 0.0012523162254007606 0.0010795790925045654 0.0012315565199191698 0.0016735219015041327
leaf_count=392 294 1101 723 272 339
internal_value=0 -0.00156318 -0.00469777 0.000481529 0.00515355
internal_weight=0 0.00694239 0.00523697 0.00415739 0.00292584
internal_count=3121 2827 2435 1712 1440
is_linear=0
shrinkage=0.1


Tree=7239
num_leaves=8
num_cat=0
split_feature=50 15 4 48 2 12 3
split_gain=4.31467e-05 4.52044e-05 7.79229e-05 4.70913e-05 4.33545e-05 6.95274e-05 5.75162e-05
threshold=0.079410000000000008 -0.15026499999999995 0.23246000000000003 0.091545000000000015 0.098260000000000014 0.084100000000000022 0.076840000000000006
decision_type=2 2 2 2 2 2 2
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right_child=-2 2 -4 -5 -6 -7 -8
leaf_value=0.00040850437114197004 -0.00037414988725774275 0.00041697793215125106 -0.00050599207357705529 0.00040988314691275544 0.00025260963392029044 -0.00045193018631346847 -0.00023812536893892192
leaf_weight=0.001080833856944627 0.0011288966118990851 0.0010581475839831398 0.0010863667267988347 0.0012124046116729504 0.0015699186585283265 0.0015470320126866615 0.0010043153917919101
leaf_count=318 609 256 169 225 423 1040 81
internal_value=0 3.36807e-05 -2.04931e-05 6.20233e-05 -1.94043e-05 -0.000137714 9.79757e-05
internal_weight=0 0.00855902 0.00747818 0.00639182 0.00517941 0.00360949 0.00206246
internal_count=3121 2512 2194 2025 1800 1377 337
is_linear=0
shrinkage=0.00196078


Tree=7240
num_leaves=6
num_cat=0
split_feature=52 52 133 16 15
split_gain=9.18659e-06 2.65462e-05 1.68882e-05 5.31924e-05 5.05048e-05
threshold=-0.081429999999999989 -0.0064899999999999992 0.090310000000000015 -0.008904999999999998 -0.03241999999999999
decision_type=2 2 2 2 2
left_child=-1 -2 3 4 -3
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leaf_value=0.0063520732853053338 -0.015314931943791663 0.0070638278507670757 -0.0098811825341661701 0.023144876397566849 -0.019603098668706131
leaf_weight=0.0017567051193543744 0.0011865680206230838 0.0019636140363029657 0.0010822906989063968 0.0010879610813149553 0.0011126327059317403
leaf_count=771 438 558 455 178 721
internal_value=0 -0.00180726 0.00124769 0.00414012 -0.0025812
internal_weight=0 0.00643307 0.0052465 0.00416421 0.00307625
internal_count=3121 2350 1912 1457 1279
is_linear=0
shrinkage=0.1


Tree=7241
num_leaves=7
num_cat=0
split_feature=50 15 4 151 2 2
split_gain=2.07321e-05 2.75811e-05 5.10842e-05 3.52931e-05 3.30292e-05 3.69431e-05
threshold=0.079410000000000008 -0.14809499999999998 0.098655000000000007 -0.0071249999999999985 0.10672500000000001 0.090675000000000019
decision_type=2 2 2 2 2 2
left_child=1 -1 3 -3 5 -5
right_child=-2 2 -4 4 -6 -7
leaf_value=0.00033173033529665895 -0.00026800883026621052 0.0003931299689375896 -0.00031054341130343205 6.6370459822595327e-05 0.00029237039135132946 -0.0003924151343223317
leaf_weight=0.0010159879301986511 0.0010102653140384539 0.0011084335757086212 0.0016824035877838848 0.0017161316463022633 0.0010559394222017324 0.0011120730145657237
leaf_count=330 609 338 267 911 271 395
internal_value=0 3.07588e-05 -1.50516e-05 8.45235e-05 -3.54477e-06 -0.000114028
internal_weight=0 0.00769097 0.00667498 0.00499258 0.00388414 0.0028282
internal_count=3121 2512 2182 1915 1577 1306
is_linear=0
shrinkage=0.00196078


Tree=7242
num_leaves=7
num_cat=0
split_feature=50 15 457 16 0 52
split_gain=2.80151e-05 3.7637e-05 3.87267e-05 6.51771e-05 3.83257e-05 4.28509e-05
threshold=0.079410000000000008 -0.15026499999999995 0.080930000000000016 -0.29154999999999992 -0.10607499999999999 0.083680000000000018
decision_type=2 2 2 2 2 2
left_child=1 -1 3 -3 -5 -6
right_child=-2 2 -4 4 5 -7
leaf_value=0.00037058602863885225 -0.00030349064851427609 -0.00053358542019961333 0.00030729849767764314 0.00030600036459970401 -0.00029402240870467683 0.00012954850214406607
leaf_weight=0.0010895495829751104 0.0010890676052833096 0.0010282211775354362 0.0011582950144891826 0.0012484797703410373 0.001921190598327924 0.0017590134324883143
leaf_count=318 609 185 236 168 955 650
internal_value=0 3.12149e-05 -2.0753e-05 -8.45412e-05 9.13829e-06 -9.15698e-05
internal_weight=0 0.00820475 0.0071152 0.0059569 0.00492868 0.0036802
internal_count=3121 2512 2194 1958 1773 1605
is_linear=0
shrinkage=0.00196078


Tree=7243
num_leaves=7
num_cat=0
split_feature=457 1 4 4 4 2
split_gain=8.73635e-06 2.13031e-05 4.51113e-05 2.86182e-05 8.4116e-06 6.39787e-06
threshold=0.045365000000000009 0.111945 -0.0029599999999999995 -0.084369999999999987 0.19806500000000002 0.092235000000000025
decision_type=2 2 2 2 2 2
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right_child=-2 4 5 -5 -6 -7
leaf_value=-0.0045369389082622171 0.0084563956556144536 0.00082802924236968865 -0.021980832693588158 0.015713266858564456 0.013414239730452655 -0.010766256450242784
leaf_weight=0.0018876571632129103 0.0010503089889253173 0.001067777771042827 0.0010124047610768879 0.001107239844578035 0.0010562568561764221 0.0010224834965778472
leaf_count=576 289 185 290 1168 269 344
internal_value=0 -0.00131043 -0.0048566 0.00294974 0.007087 -0.0163458
internal_weight=0 0.00715382 0.00502979 0.0029949 0.00212403 0.00203489
internal_count=3121 2832 2378 1744 454 634
is_linear=0
shrinkage=0.1


Tree=7244
num_leaves=7
num_cat=0
split_feature=43 4 0 151 16 13
split_gain=8.33829e-06 3.07354e-05 4.20431e-05 3.25132e-05 3.07199e-05 3.48699e-05
threshold=-0.24021999999999996 -0.35136499999999998 -0.060129999999999996 -0.044604999999999992 -0.078844999999999985 -0.014169999999999999
decision_type=2 2 2 2 2 2
left_child=-1 -2 3 -3 5 -5
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leaf_value=-0.0084081414774611618 -0.013947943138416944 -0.015056718085935162 0.022504305146233493 -0.0002577730616163864 -0.0065500837357204194 0.023977082762145035
leaf_weight=0.0010427775585657518 0.0011326691153896676 0.0010882065877978898 0.0010205476266312227 0.0012125909782326012 0.0015328260566579424 0.001163246192484685
leaf_count=166 225 429 315 622 980 384
internal_value=0 0.00116391 0.00400844 0.000230888 0.00448709 0.011608
internal_weight=0 0.00715009 0.00601742 0.00499687 0.00390866 0.00237584
internal_count=3121 2955 2730 2415 1986 1006
is_linear=0
shrinkage=0.1


Tree=7245
num_leaves=6
num_cat=0
split_feature=0 1 3 12 16
split_gain=9.51798e-06 2.30738e-05 2.335e-05 3.66948e-05 2.67017e-05
threshold=0.13134000000000004 0.077565000000000009 0.076840000000000006 0.088365000000000013 -0.062804999999999986
decision_type=2 2 2 2 2
left_child=1 -1 3 -3 -4
right_child=-2 2 4 -5 -6
leaf_value=-0.011661169337088783 0.0090289022555045725 0.021146415935964794 0.0033942255671200062 -0.0020289101512567854 -0.016728854129524146
leaf_weight=0.0016607870628988714 0.0010122284306836125 0.0012290561833747456 0.0016263605118045574 0.0015383389987537661 0.0011090683072829052
leaf_count=1575 84 493 221 576 172
internal_value=0 -0.00133047 0.0017874 0.00826372 -0.00476459
internal_weight=0 0.00716361 0.00550282 0.0027674 0.00273543
internal_count=3121 3037 1462 1069 393
is_linear=0
shrinkage=0.1


Tree=7246
num_leaves=7
num_cat=0
split_feature=50 15 4 151 1 13
split_gain=3.16073e-05 4.55586e-05 5.70588e-05 3.83211e-05 4.30981e-05 2.46587e-05
threshold=0.079410000000000008 -0.15026499999999995 0.23246000000000003 -0.0071249999999999985 0.084885000000000002 -0.017449999999999997
decision_type=2 2 2 2 2 2
left_child=1 -1 3 -3 5 -5
right_child=-2 2 -4 4 -6 -7
leaf_value=0.00041381687472030195 -0.00032608106615854407 0.00036781247113015807 -0.00044997955640212547 -5.1334048757935691e-05 -0.00025827125463401127 0.00030970471741104019
leaf_weight=0.0010596682322159805 0.0010544290552218722 0.0011776055978239318 0.0010244610868621277 0.0015110828794017604 0.0018815178316853821 0.0014022433785498935
leaf_count=318 609 355 169 723 445 502
internal_value=0 3.49316e-05 -2.24498e-05 5.08849e-05 -2.6952e-05 0.000122441
internal_weight=0 0.00805658 0.00699691 0.00597245 0.00479484 0.00291333
internal_count=3121 2512 2194 2025 1670 1225
is_linear=0
shrinkage=0.00196078


Tree=7247
num_leaves=7
num_cat=0
split_feature=50 15 4 2 48 4
split_gain=2.59652e-05 3.48591e-05 3.77064e-05 3.27718e-05 4.01048e-05 4.48924e-05
threshold=0.079410000000000008 -0.15026499999999995 0.098655000000000007 0.10644500000000001 0.082620000000000013 -0.059649999999999988
decision_type=2 2 2 2 2 2
left_child=1 -1 3 4 5 -3
right_child=-2 2 -4 -5 -6 -7
leaf_value=0.00037306232433763966 -0.00029952768273072732 -0.00035350123501878128 -0.00026943255461529597 0.00034309281768731751 0.00029967358299374993 0.0001551483384437996
leaf_weight=0.0010051996917697006 0.0010261626407614428 0.0016474058056879712 0.0017162231548189079 0.001245310738942287 0.0010685860386629776 0.0011210829418170033
leaf_count=318 609 839 270 331 261 493
internal_value=0 3.22476e-05 -1.81431e-05 6.67124e-05 -2.2986e-05 -0.000147527
internal_weight=0 0.00780381 0.00679861 0.00508239 0.00383707 0.00276849
internal_count=3121 2512 2194 1924 1593 1332
is_linear=0
shrinkage=0.00196078


Tree=7248
num_leaves=7
num_cat=0
split_feature=3 51 52 4 0 3
split_gain=9.7212e-06 2.10228e-05 2.19309e-05 2.99038e-05 5.30342e-05 4.31401e-05
threshold=0.13524500000000003 0.087505000000000013 -0.088204999999999992 0.25615500000000008 -0.10011499999999998 -0.082974999999999979
decision_type=2 2 2 2 2 2
left_child=1 2 -1 4 -4 -6
right_child=-2 -3 3 -5 5 -7
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leaf_weight=0.0012272399592414985 0.001202949786981899 0.0010226272554726499 0.001337029896344558 0.0011661727675929571 0.0011914090178212105 0.0010457552468027141
leaf_count=580 192 373 222 296 685 773
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internal_weight=0 0.00699023 0.00596761 0.00474037 0.00357419 0.00223716
internal_count=3121 2929 2556 1976 1680 1458
is_linear=0
shrinkage=0.1


Tree=7249
num_leaves=7
num_cat=0
split_feature=12 47 16 3 2 12
split_gain=2.58843e-05 4.28753e-05 6.20606e-05 4.81658e-05 8.729e-05 7.64677e-05
threshold=-0.010834999999999999 0.10699500000000002 -0.4714549999999999 0.096675000000000011 0.092875000000000013 0.084100000000000022
decision_type=2 2 2 2 2 2
left_child=-1 2 -2 4 5 -4
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leaf_weight=0.001313163106076167 0.0011285958279963326 0.0010140043293711239 0.0011855923249028835 0.0018301553371416947 0.0012329313200853433 0.0017842923723070051
leaf_count=421 165 160 277 166 646 1286
internal_value=0 -5.41724e-05 -7.41744e-07 -7.96891e-05 -0.000195302 -1.3231e-05
internal_weight=0 0.00817557 0.00716157 0.00603297 0.00420282 0.00296988
internal_count=3121 2700 2540 2375 2209 1563
is_linear=0
shrinkage=0.00196078


Tree=7250
num_leaves=8
num_cat=0
split_feature=16 160 0 0 151 1 4
split_gain=1.98536e-05 5.29645e-05 5.22734e-05 4.05706e-05 4.01258e-05 6.21327e-05 2.68743e-05
threshold=0.0047850000000000011 -1.0000000180025095e-35 -0.053834999999999994 0.11070500000000001 -0.0083949999999999979 0.10089500000000001 -0.076229999999999978
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -2 -4 -3 6 -6
right_child=2 4 3 -5 5 -7 -8
leaf_value=-0.00048773576814227775 0.00046155559492901403 -0.00033884153186986742 -0.00030346847218822341 0.00022869724357565876 0.00012766966018757742 0.00041348245861128486 -0.00029430267499016606
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leaf_count=709 472 264 224 120 665 250 417
internal_value=0 -8.03879e-05 0.00010959 -6.27959e-05 5.06066e-06 9.78239e-05 -0.000100879
internal_weight=0 0.00585025 0.00331237 0.00222339 0.00483584 0.00380854 0.00233726
internal_count=3121 2305 816 344 1596 1332 1082
is_linear=0
shrinkage=0.00196078


Tree=7251
num_leaves=6
num_cat=0
split_feature=52 160 4 42 4
split_gain=1.09185e-05 4.04725e-05 3.1728e-05 2.70211e-05 2.24543e-05
threshold=-0.046924999999999988 -1.0000000180025095e-35 0.0052350000000000009 0.088060000000000013 -0.03898999999999999
decision_type=2 2 2 2 2
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leaf_count=726 743 589 227 449 387
internal_value=0 -0.00249147 0.00541479 0.00154569 -0.00323106
internal_weight=0 0.00569683 0.00251908 0.00463377 0.00333056
internal_count=3121 2168 953 1425 976
is_linear=0
shrinkage=0.1


Tree=7252
num_leaves=7
num_cat=0
split_feature=4 16 48 13 4 2
split_gain=1.04113e-05 2.05963e-05 2.73779e-05 3.04994e-05 2.83158e-05 1.16483e-05
threshold=0.27044500000000005 -0.092484999999999984 0.084855000000000014 -0.033284999999999988 -0.04890499999999999 0.091545000000000015
decision_type=2 2 2 2 2 2
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leaf_count=295 365 1008 404 625 228 196
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internal_weight=0 0.00686466 0.00478617 0.00359785 0.00217636 0.00207848
internal_count=3121 2756 2265 1861 853 491
is_linear=0
shrinkage=0.1


Tree=7253
num_leaves=8
num_cat=0
split_feature=50 484 1 2 2 48 43
split_gain=2.41196e-05 3.50871e-05 2.86439e-05 4.00741e-05 5.08468e-05 8.58107e-05 4.31516e-05
threshold=0.079410000000000008 0.073690000000000019 0.12500000000000003 1.0000000180025095e-35 0.11389000000000002 0.087745000000000004 0.016310000000000002
decision_type=2 2 2 2 2 2 2
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right_child=-2 -3 -4 4 -6 -7 -8
leaf_value=-0.00041014022283907453 -0.0002851953144992788 0.00036995775492643167 0.00028678138885512822 -0.00025048930115463731 -0.00036510031478088358 0.00059616096187995902 0.00025786311985437577
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internal_value=0 2.8929e-05 -2.03142e-05 -7.14028e-05 4.17597e-06 0.000111768 -6.69872e-05
internal_weight=0 0.00803285 0.00701929 0.00601811 0.0049203 0.00381017 0.00278312
internal_count=3121 2512 2172 1982 1663 1401 1197
is_linear=0
shrinkage=0.00196078


Tree=7254
num_leaves=7
num_cat=0
split_feature=13 3 16 52 1 52
split_gain=1.02884e-05 1.93677e-05 2.87563e-05 8.12233e-05 2.99806e-05 4.64887e-05
threshold=-0.23438999999999996 0.10893000000000001 0.23311500000000004 0.090245000000000006 0.10337500000000001 -0.0064899999999999992
decision_type=2 2 2 2 2 2
left_child=-1 2 3 4 5 -2
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leaf_count=169 611 111 397 666 272 895
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internal_weight=0 0.00715316 0.00600815 0.00499012 0.00390516 0.00281524
internal_count=3121 2952 2841 2444 1778 1506
is_linear=0
shrinkage=0.1


Tree=7255
num_leaves=6
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split_feature=2 2 4 0 0
split_gain=1.03381e-05 2.44541e-05 2.33805e-05 2.04995e-05 5.05418e-05
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decision_type=2 2 2 2 2
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leaf_count=192 477 433 442 1164 413
internal_value=0 -0.00309493 0.00409925 0.00097589 -0.0040379
internal_weight=0 0.00472799 0.00345864 0.00358073 0.00248818
internal_count=3121 2202 919 1769 1577
is_linear=0
shrinkage=0.1


Tree=7256
num_leaves=6
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split_feature=43 16 0 42 3
split_gain=1.064e-05 3.3298e-05 3.98312e-05 2.36415e-05 3.33037e-05
threshold=-0.24021999999999996 0.22339500000000004 -0.077999999999999986 0.08623500000000002 0.090900000000000009
decision_type=2 2 2 2 2
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leaf_weight=0.0010414091480958811 0.0014555520854901529 0.0011476265090151075 0.001678225996398182 0.0011059912522258901 0.0017455538946971492
leaf_count=166 994 414 696 628 223
internal_value=0 0.001328 0.00431978 -0.000772364 -0.0051272
internal_weight=0 0.00713295 0.00598532 0.0043071 0.00320111
internal_count=3121 2955 2541 1845 1217
is_linear=0
shrinkage=0.1


Tree=7257
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split_feature=3 42 49 2 2 0
split_gain=1.05761e-05 3.55152e-05 4.16507e-05 3.54483e-05 5.38797e-05 6.98535e-06
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decision_type=2 2 2 2 2 2
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leaf_weight=0.0010387999374495832 0.0011324852944378273 0.0011078188295922161 0.0017091737802918333 0.0011533198720199219 0.001005387915886888 0.0010140054505974531
leaf_count=277 292 650 571 880 106 345
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internal_weight=0 0.00712219 0.00601437 0.00488189 0.00317271 0.00201939
internal_count=3121 2844 2194 1902 1331 451
is_linear=0
shrinkage=0.1


Tree=7258
num_leaves=8
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split_feature=48 16 15 15 12 4 13
split_gain=3.40113e-05 6.07845e-05 4.3678e-05 5.75093e-05 5.80848e-05 9.22088e-05 1.68778e-05
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decision_type=2 2 2 2 2 2 2
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right_child=-2 2 3 4 5 -7 -8
leaf_value=0.00047429261179811707 -0.00034787479405485764 -0.0004007462252322679 0.00044555839068686944 0.00021031234345174847 0.00020420265037833832 -0.00066443879733660294 -0.00014875856600901608
leaf_weight=0.0010477897189177104 0.0010127708667319142 0.0010501051774515196 0.0010690038996044498 0.0019830830544191442 0.001050210745327237 0.0011402156238653561 0.0010333700679141663
leaf_count=242 117 323 145 353 279 1046 616
internal_value=0 3.2558e-05 -3.06205e-05 3.13104e-05 -5.37373e-05 -0.000216164 2.91485e-05
internal_weight=0 0.00837378 0.00732599 0.00627588 0.00520688 0.0032238 0.00208358
internal_count=3121 3004 2762 2439 2294 1941 895
is_linear=0
shrinkage=0.00196078


Tree=7259
num_leaves=7
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split_feature=50 15 4 12 49 2
split_gain=2.48547e-05 3.20083e-05 5.29761e-05 3.84391e-05 3.68839e-05 1.75948e-05
threshold=0.079410000000000008 -0.15026499999999995 0.098655000000000007 0.084225000000000008 -0.006494999999999999 0.092120000000000021
decision_type=2 2 2 2 2 2
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leaf_value=0.00035869895934241038 -0.00029278827960697369 -3.5383852573349786e-05 -0.00031396213835144671 -0.00029399710756938124 0.00041235225068301167 6.2821799471483278e-05
leaf_weight=0.0010048302991993024 0.0010243667674100171 0.0011922515485962197 0.0017164415086091357 0.0010655153556195082 0.0017393717930437691 0.0010597403894186661
leaf_count=318 609 220 270 877 339 488
internal_value=0 3.21282e-05 -1.6319e-05 8.47091e-05 0.000230264 -0.000116072
internal_weight=0 0.00777815 0.00677332 0.00505688 0.00293162 0.00212526
internal_count=3121 2512 2194 1924 559 1365
is_linear=0
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Tree=7260
num_leaves=7
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split_feature=50 484 133 42 2 2
split_gain=3.07544e-05 3.77786e-05 3.66886e-05 4.38926e-05 3.64961e-05 6.66053e-05
threshold=0.079410000000000008 0.073690000000000019 0.091410000000000005 0.086555000000000007 0.11215000000000001 0.089885000000000007
decision_type=2 2 2 2 2 2
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leaf_value=-0.000225503909254922 -0.00031987556233321483 0.00038775311646825291 -0.00035061187760264477 0.00033495331703976378 -0.00036328861627196832 0.00032443247998150955
leaf_weight=0.0017082272677252947 0.0010720087021258108 0.0010127414279825176 0.0010755986211458349 0.001485371912830628 0.0011050052411316546 0.0016789331531111614
leaf_count=619 609 340 421 550 225 357
internal_value=0 3.3618e-05 -1.72313e-05 4.27572e-05 -5.38598e-05 4.70862e-05
internal_weight=0 0.00806588 0.00705314 0.00597754 0.00449217 0.00338716
internal_count=3121 2512 2172 1751 1201 976
is_linear=0
shrinkage=0.00196078


Tree=7261
num_leaves=8
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split_feature=484 1 457 4 4 15 0
split_gain=2.62776e-05 3.04828e-05 4.29048e-05 3.57826e-05 5.0846e-05 2.92224e-05 1.9243e-05
threshold=0.084040000000000017 0.13146500000000003 0.032140000000000009 -0.076229999999999978 0.36766000000000004 -0.095244999999999982 0.047850000000000011
decision_type=2 2 2 2 2 2 2
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right_child=-2 -3 -4 4 -6 -7 -8
leaf_value=0.00020550126732338174 0.0002921463474431345 0.0002776825209580392 0.00029013916194833335 -0.00017909136818025371 0.00011176522897120152 -0.00058183763286354009 -0.00013900492537986104
leaf_weight=0.0012642336254094365 0.0010082144326968743 0.0010017272564233426 0.0010005114562897446 0.0012504268726437943 0.0010055503090657704 0.0015527783342495433 0.0012296788123544733
leaf_count=803 368 194 220 284 122 969 161
internal_value=0 -4.30709e-05 -8.70665e-05 -0.000146946 -0.000266496 -0.000402184 3.56349e-05
internal_weight=0 0.00830491 0.00730318 0.00630267 0.00380876 0.00280321 0.00249391
internal_count=3121 2753 2559 2339 1375 1253 964
is_linear=0
shrinkage=0.00196078


Tree=7262
num_leaves=8
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split_feature=48 48 2 2 133 13 4
split_gain=3.80374e-05 5.75757e-05 4.62841e-05 4.47812e-05 5.22285e-05 6.14542e-05 3.64525e-05
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decision_type=2 2 2 2 2 2 2
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right_child=-2 -3 -4 -5 5 6 -8
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leaf_count=697 117 274 383 283 781 440 146
internal_value=0 3.58686e-05 -3.21922e-05 -0.000101498 -2.23188e-05 8.04459e-05 -7.71502e-05
internal_weight=0 0.00839459 0.00714027 0.00598647 0.00491504 0.0039055 0.0027688
internal_count=3121 3004 2730 2347 2064 1367 586
is_linear=0
shrinkage=0.00196078


Tree=7263
num_leaves=7
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split_feature=457 15 16 2 3 2
split_gain=1.23015e-05 1.88978e-05 2.27304e-05 2.64624e-05 4.30535e-05 3.64077e-05
threshold=0.045365000000000009 0.088655000000000025 -0.45661999999999997 0.11293500000000002 0.088060000000000013 0.088225000000000012
decision_type=2 2 2 2 2 2
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leaf_count=228 289 662 987 299 108 548
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internal_weight=0 0.00718401 0.00614845 0.00512347 0.0040957 0.00297557
internal_count=3121 2832 2170 1942 1643 1535
is_linear=0
shrinkage=0.1


Tree=7264
num_leaves=6
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split_feature=43 43 2 4 0
split_gain=1.03446e-05 3.91843e-05 1.93189e-05 5.05528e-05 3.80347e-05
threshold=-0.09225499999999999 -0.067199999999999996 0.098260000000000014 0.033845000000000007 -0.10011499999999998
decision_type=2 2 2 2 2
left_child=-1 -2 4 -4 -3
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leaf_count=476 877 234 328 277 929
internal_value=0 0.00181157 -0.00155345 0.00447454 -0.00746598
internal_weight=0 0.00642722 0.00542046 0.00268402 0.00273644
internal_count=3121 2645 1768 605 1163
is_linear=0
shrinkage=0.1


Tree=7265
num_leaves=7
num_cat=0
split_feature=50 484 133 52 4 0
split_gain=2.54745e-05 3.70735e-05 2.83418e-05 4.27849e-05 9.98692e-05 3.89253e-05
threshold=0.079410000000000008 0.073690000000000019 0.091410000000000005 0.070205000000000017 0.24564500000000003 -0.10011499999999998
decision_type=2 2 2 2 2 2
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leaf_value=-6.8377507267135401e-05 -0.00029231612530166383 0.00038440112844230771 -0.00031409100144331564 0.00032121988804708441 0.00039311348876325611 -0.00051453327091528767
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internal_value=0 3.18783e-05 -1.90422e-05 3.41865e-05 -6.33128e-05 -0.000255049
internal_weight=0 0.00794041 0.00693821 0.00587782 0.00438748 0.0030896
internal_count=3121 2512 2172 1751 1182 914
is_linear=0
shrinkage=0.00196078


Tree=7266
num_leaves=7
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split_feature=50 15 16 2 133 52
split_gain=3.36809e-05 5.42458e-05 4.01223e-05 4.85245e-05 4.3504e-05 7.12186e-05
threshold=0.079410000000000008 -0.15914499999999995 -0.36241499999999999 0.10644500000000001 1.0000000180025095e-35 -0.0064899999999999992
decision_type=2 2 2 2 2 2
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internal_weight=0 0.00801914 0.00699407 0.00582349 0.00458031 0.00357797
internal_count=3121 2512 2206 1985 1634 1025
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Tree=7267
num_leaves=7
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split_feature=50 15 47 3 2 4
split_gain=2.6919e-05 3.4461e-05 3.88052e-05 6.71264e-05 3.95968e-05 3.58404e-05
threshold=0.079410000000000008 -0.15026499999999995 0.096175000000000024 0.10542000000000001 0.097385000000000013 0.0052350000000000009
decision_type=2 2 2 2 2 2
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leaf_count=318 609 1164 185 135 525 185
internal_value=0 3.10034e-05 -1.93559e-05 4.92502e-05 -6.57001e-05 5.54961e-05
internal_weight=0 0.00781533 0.00679833 0.00559775 0.0043508 0.00306441
internal_count=3121 2512 2194 2009 1874 1349
is_linear=0
shrinkage=0.00196078


Tree=7268
num_leaves=8
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split_feature=50 15 4 48 52 13 3
split_gain=2.92103e-05 3.20676e-05 5.84292e-05 4.33984e-05 5.52388e-05 6.19406e-05 4.43388e-05
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decision_type=2 2 2 2 2 2 2
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internal_weight=0 0.00814799 0.00707775 0.00605311 0.00489497 0.00361663 0.00229737
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Tree=7269
num_leaves=6
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split_feature=4 151 0 0 0
split_gain=1.05365e-05 1.78434e-05 2.55352e-05 4.84359e-05 4.51455e-05
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decision_type=2 2 2 2 2
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internal_weight=0 0.00690938 0.00583375 0.00401499 0.00224688
internal_count=3121 2756 2305 1990 379
is_linear=0
shrinkage=0.1


Tree=7270
num_leaves=7
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split_feature=42 16 47 4 4 12
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decision_type=2 2 2 2 2 2
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internal_weight=0 0.00697281 0.00597178 0.00495393 0.00372337 0.00219848
internal_count=3121 2472 2261 2060 1782 968
is_linear=0
shrinkage=0.1


Tree=7271
num_leaves=7
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split_feature=15 16 2 48 4 3
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decision_type=2 2 2 2 2 2
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internal_weight=0 0.00705207 0.00599136 0.00461452 0.00360163 0.0024658
internal_count=3121 2758 2542 2118 1810 1343
is_linear=0
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Tree=7272
num_leaves=8
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split_feature=50 160 13 2 4 4 15
split_gain=4.59081e-05 3.16663e-05 5.08528e-05 8.86744e-05 8.22894e-05 2.13009e-05 1.90015e-06
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decision_type=2 2 2 2 2 2 2
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internal_weight=0 0.00834465 0.00718672 0.00470885 0.00369045 0.00247787 0.00201952
internal_count=3121 2512 2071 1300 1046 771 250
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shrinkage=0.00196078


Tree=7273
num_leaves=7
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split_feature=50 15 47 3 2 4
split_gain=3.59762e-05 3.37888e-05 3.79357e-05 6.09268e-05 3.97082e-05 4.67952e-05
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decision_type=2 2 2 2 2 2
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leaf_count=318 609 1164 185 135 525 185
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internal_weight=0 0.00784496 0.00681911 0.00562678 0.0043741 0.00308392
internal_count=3121 2512 2194 2009 1874 1349
is_linear=0
shrinkage=0.00196078


Tree=7274
num_leaves=7
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split_feature=48 4 3 12 0 3
split_gain=2.79385e-05 6.47984e-05 3.66329e-05 5.23264e-05 4.24028e-05 6.80509e-05
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decision_type=2 2 2 2 2 2
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leaf_weight=0.00161818921215863 0.0010051804886894696 0.0010206686430619576 0.0014644799402057096 0.0012563127098367839 0.0015776924144664272 0.0012448706418548097
leaf_count=320 117 301 131 813 1149 290
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internal_weight=0 0.00818221 0.00716154 0.00569706 0.00444075 0.00282256
internal_count=3121 3004 2703 2572 1759 1439
is_linear=0
shrinkage=0.00196078


Tree=7275
num_leaves=6
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split_feature=159 160 43 16 48
split_gain=1.02853e-05 4.27319e-05 2.29314e-05 4.89861e-05 7.5274e-05
threshold=0.076905000000000015 -1.0000000180025095e-35 -0.15323999999999996 -0.056919999999999991 0.085845000000000019
decision_type=2 2 2 2 2
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leaf_value=-0.020392528912765981 0.0091998304050692203 0.014270076476337738 0.018370477359591169 -0.014770131426735222 -0.012567788371669913
leaf_weight=0.0010190321432426985 0.0010448722444777103 0.0011766406632380483 0.0019623404861342352 0.0017455251632739338 0.0013123467399215674
leaf_count=684 527 162 951 620 177
internal_value=0 -0.00141572 0.00170489 -0.00124015 0.00597182
internal_weight=0 0.00721589 0.00619685 0.00502021 0.00327469
internal_count=3121 2594 1910 1748 1128
is_linear=0
shrinkage=0.1


Tree=7276
num_leaves=7
num_cat=0
split_feature=131 13 51 47 4 0
split_gain=2.71552e-05 2.81635e-05 3.90428e-05 4.87766e-05 5.31655e-05 3.59426e-05
threshold=0.081165000000000001 -0.23438999999999996 0.08955500000000001 0.096175000000000024 -0.033174999999999989 -0.13027499999999997
decision_type=2 2 2 2 2 2
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leaf_value=0.00032767579702111781 -0.00031382484725962068 -0.00011573971219524997 -0.00036295962431469228 -0.00031969049838581127 0.00052731211264797552 8.2684665204967711e-05
leaf_weight=0.0010508938893099874 0.001002469712230899 0.0019466796404245205 0.0010609471003992276 0.001133480001896137 0.001406137445512148 0.0013899547584452247
leaf_count=138 504 1043 317 157 185 777
internal_value=0 2.85427e-05 -1.6772e-05 4.57316e-05 0.000133064 0.000306285
internal_weight=0 0.00798809 0.0069372 0.00587625 0.00474277 0.00279609
internal_count=3121 2617 2479 2162 2005 962
is_linear=0
shrinkage=0.00196078


Tree=7277
num_leaves=7
num_cat=0
split_feature=13 48 1 48 0 16
split_gain=1.10122e-05 2.87211e-05 3.25807e-05 2.84367e-05 5.41423e-05 5.42002e-05
threshold=-0.23438999999999996 0.11077000000000002 0.111945 0.083985000000000018 -0.10224499999999999 -0.056919999999999991
decision_type=2 2 2 2 2 2
left_child=-1 2 3 4 -2 -6
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leaf_value=0.0094938350888595004 -0.026562475178189063 -0.01716279363957179 0.014361218833317264 0.010812713982495878 0.013173384483140822 -0.0159875244420386
leaf_weight=0.0010500974646376693 0.0010349836665052561 0.0010035222229280638 0.0014219084037018648 0.0011512038574007667 0.0014655349296028306 0.0011279346021529219
leaf_count=169 275 142 302 366 960 907
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internal_weight=0 0.00720509 0.00620157 0.00477966 0.00362845 0.00259347
internal_count=3121 2952 2810 2508 2142 1867
is_linear=0
shrinkage=0.1


Tree=7278
num_leaves=8
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split_feature=52 52 160 2 3 1 12
split_gain=3.97547e-05 8.49994e-05 4.20968e-05 3.62529e-05 0.000102378 4.75741e-05 2.9132e-05
threshold=-0.24456499999999998 -0.081429999999999989 0.050340000000000003 0.10613000000000002 0.0041950000000000008 0.10937500000000001 0.086305000000000007
decision_type=2 2 2 2 2 2 2
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leaf_value=-0.00037548580553793258 0.00056492347231125147 -0.00031681448675837558 -0.00039153424779550658 -0.0004860089041187418 0.00066273115228645055 8.0432331231105659e-05 9.5073301473189229e-05
leaf_weight=0.0010048697353141059 0.0010293922278291822 0.0010245625451202624 0.0010940335419991724 0.0010200257785402613 0.0010542133959658769 0.0012922666654011906 0.0018563987303383831
leaf_count=364 407 523 216 199 124 247 1041
internal_value=0 3.72639e-05 -3.67221e-05 2.54113e-05 0.000139907 -0.000169443 -5.14073e-05
internal_weight=0 0.00837089 0.0073415 0.00624747 0.00393517 0.00231229 0.00288096
internal_count=3121 2757 2350 2134 1688 446 1564
is_linear=0
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Tree=7279
num_leaves=6
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split_feature=484 12 52 49 15
split_gain=1.16994e-05 1.90767e-05 4.62539e-05 3.53056e-05 7.25571e-05
threshold=0.044540000000000003 0.10388500000000002 0.070205000000000017 -0.043469999999999995 -0.016799999999999995
decision_type=2 2 2 2 2
left_child=1 2 3 -1 -5
right_child=-2 -3 -4 4 -6
leaf_value=0.0088571274249271154 0.010015164364988583 -0.014265188423157941 0.013690540119285673 -0.023539067307671829 0.0077506729352879505
leaf_weight=0.0012839449213132058 0.0010091856927742357 0.0010047866558781258 0.0018805730601161516 0.0018324220197374417 0.0012443651620221571
leaf_count=284 435 321 806 670 605
internal_value=0 -0.00147724 0.000581495 -0.0050718 -0.0108844
internal_weight=0 0.00724609 0.00624131 0.00436073 0.00307679
internal_count=3121 2686 2365 1559 1275
is_linear=0
shrinkage=0.1


Tree=7280
num_leaves=7
num_cat=0
split_feature=50 15 4 12 49 2
split_gain=3.51811e-05 4.5324e-05 4.39376e-05 3.39899e-05 4.62727e-05 2.45784e-05
threshold=0.079410000000000008 -0.15026499999999995 0.098655000000000007 0.084225000000000008 -0.006494999999999999 0.092120000000000021
decision_type=2 2 2 2 2 2
left_child=1 -1 3 4 -3 -5
right_child=-2 2 -4 5 -6 -7
leaf_value=0.00042499261972402661 -0.00035034202505636612 -8.6658746394087578e-05 -0.00028887643714251097 -0.00032627980745745974 0.00041309221315043632 9.3306887024889145e-05
leaf_weight=0.0010141021876305745 0.0010115756221831451 0.0012035023495730883 0.0017337259472520261 0.0010668641948323907 0.0017453551698442061 0.0010802034918320129
leaf_count=318 609 220 270 877 339 488
internal_value=0 3.81891e-05 -1.92455e-05 7.24879e-05 0.000209131 -0.000115183
internal_weight=0 0.00784375 0.00682965 0.00509593 0.00294886 0.00214707
internal_count=3121 2512 2194 1924 559 1365
is_linear=0
shrinkage=0.00196078


Tree=7281
num_leaves=7
num_cat=0
split_feature=4 16 160 16 43 15
split_gain=1.48628e-05 1.77545e-05 2.43553e-05 3.36868e-05 7.13255e-05 1.08674e-05
threshold=0.27044500000000005 -0.092484999999999984 -0.027994999999999996 -0.056919999999999991 -0.074359999999999996 -0.03241999999999999
decision_type=2 2 2 2 2 2
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right_child=-2 2 3 4 -6 -7
leaf_value=-0.0023542948013054333 0.0095407179928691226 0.014551019598670258 0.011540720581563274 0.0088500046250792573 -0.024646971936101492 -0.016795658068274228
leaf_weight=0.0010306635177744431 0.0013462863028618766 0.001088518683402079 0.0011775292837038339 0.0011991770217830316 0.0013527553851073143 0.0010539474817594212
leaf_count=286 365 600 776 446 443 205
internal_value=0 -0.00194539 0.00139062 -0.00245051 -0.00890643 -0.00965563
internal_weight=0 0.00690259 0.00481798 0.00372946 0.00255193 0.00208461
internal_count=3121 2756 2265 1665 889 491
is_linear=0
shrinkage=0.1


Tree=7282
num_leaves=7
num_cat=0
split_feature=50 15 4 12 49 2
split_gain=3.80459e-05 4.59129e-05 4.29164e-05 3.82326e-05 4.32987e-05 2.06213e-05
threshold=0.079410000000000008 -0.15026499999999995 0.098655000000000007 0.084225000000000008 -0.006494999999999999 0.092120000000000021
decision_type=2 2 2 2 2 2
left_child=1 -1 3 4 -3 -5
right_child=-2 2 -4 5 -6 -7
leaf_value=0.00043020616231178894 -0.00035925836107977138 -6.6902221726456739e-05 -0.00028530223118377408 -0.00031778955401415716 0.00041665419727395496 6.7658895603964168e-05
leaf_weight=0.0010231050835128016 0.0010223001817109703 0.0012021539138345736 0.0016978721549289278 0.0010674461626028777 0.0017458597383559781 0.0010670853939661739
leaf_count=318 609 220 270 877 339 488
internal_value=0 4.30199e-05 -1.54031e-05 7.47593e-05 0.000219467 -0.000125098
internal_weight=0 0.00780352 0.00678042 0.00508255 0.00294801 0.00213453
internal_count=3121 2512 2194 1924 559 1365
is_linear=0
shrinkage=0.00196078


Tree=7283
num_leaves=7
num_cat=0
split_feature=50 15 16 2 133 52
split_gain=3.13352e-05 4.49937e-05 3.51365e-05 4.35887e-05 4.47925e-05 7.55289e-05
threshold=0.079410000000000008 -0.15914499999999995 -0.36241499999999999 0.10644500000000001 1.0000000180025095e-35 -0.0064899999999999992
decision_type=2 2 2 2 2 2
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right_child=-2 2 3 -5 -6 -7
leaf_value=0.00041815010900368385 -0.00032338568722578087 -0.00033261104545174043 -0.00024885806665397983 0.00036307210466663071 -0.00041480138404150179 0.00032381102791178234
leaf_weight=0.0010242708096405264 0.0010666414425503359 0.0011658056718288077 0.0016722758500502379 0.001260423357730041 0.0010032046196066621 0.001881896636755861
leaf_count=306 609 221 415 351 609 610
internal_value=0 3.43727e-05 -2.19151e-05 4.0344e-05 -4.89122e-05 5.43641e-05
internal_weight=0 0.00800788 0.00698361 0.0058178 0.00455738 0.00355417
internal_count=3121 2512 2206 1985 1634 1025
is_linear=0
shrinkage=0.00196078


Tree=7284
num_leaves=6
num_cat=0
split_feature=13 48 4 47 1
split_gain=1.33283e-05 2.19715e-05 3.52334e-05 3.66487e-05 2.65012e-05
threshold=-0.23438999999999996 0.11077000000000002 0.0061450000000000003 0.090280000000000013 0.086560000000000012
decision_type=2 2 2 2 2
left_child=-1 2 4 -4 -2
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leaf_value=0.010449755405940786 0.00046095842598182721 -0.015352181609433697 0.016679352332401417 -0.0059918829194160021 -0.018377719390082807
leaf_weight=0.0010506220021321627 0.0019354548533392808 0.0010013087691484457 0.0019209135508037481 0.0011339428740217816 0.0012158137745847102
leaf_count=169 1432 142 591 122 665
internal_value=0 -0.00160652 0.000611238 0.00826394 -0.00680733
internal_weight=0 0.00720743 0.00620613 0.00305486 0.00315127
internal_count=3121 2952 2810 713 2097
is_linear=0
shrinkage=0.1


Tree=7285
num_leaves=6
num_cat=0
split_feature=42 160 151 12 16
split_gain=1.2193e-05 1.82176e-05 2.48695e-05 4.3852e-05 6.50558e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.0077149999999999988 0.092355000000000007 -0.056919999999999991
decision_type=2 2 2 2 2
left_child=-1 -2 -3 4 -4
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leaf_value=-0.0085075087981573306 -0.0079894609972360059 -0.0095762458134252219 0.025183788754620337 -0.0079561458380300928 -0.0053498801158869853
leaf_weight=0.0014169012756320423 0.0015144009885369406 0.0010219566292008608 0.0019528734324404842 0.0012534677290431768 0.001085754123329363
leaf_count=862 828 301 443 413 274
internal_value=0 0.00168612 0.00444347 0.00778159 0.0142736
internal_weight=0 0.00682845 0.00531405 0.0042921 0.00303863
internal_count=3121 2259 1431 1130 717
is_linear=0
shrinkage=0.1


Tree=7286
num_leaves=6
num_cat=0
split_feature=0 0 15 52 2
split_gain=1.21073e-05 3.35191e-05 3.6827e-05 3.78801e-05 2.16424e-05
threshold=-0.060129999999999996 -0.083914999999999976 -0.0063699999999999989 -0.0027449999999999996 0.10097500000000002
decision_type=2 2 2 2 2
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leaf_value=-0.01887908011055936 0.012819241042329461 -0.01907755962900454 0.014987623144429916 0.0037223647379437982 -0.0052180743775896926
leaf_weight=0.0012002270760781632 0.0016099386571518763 0.001024930513132254 0.0013206467820677595 0.0019404016135986632 0.0011336120352304314
leaf_count=467 262 1065 509 507 311
internal_value=0 -0.00276988 0.000976639 -0.00491504 0.00536637
internal_weight=0 0.00548621 0.00446128 0.00314063 0.00274355
internal_count=3121 2548 1483 974 573
is_linear=0
shrinkage=0.1


Tree=7287
num_leaves=8
num_cat=0
split_feature=47 4 4 2 133 52 4
split_gain=3.7226e-05 5.97766e-05 7.06069e-05 5.46855e-05 3.64879e-05 6.92445e-05 3.10294e-05
threshold=0.12431000000000002 0.24564500000000003 0.055260000000000011 0.10644500000000001 0.084415000000000018 0.077655000000000016 -0.0047449999999999992
decision_type=2 2 2 2 2 2 2
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right_child=-2 -3 -4 -5 -6 -7 -8
leaf_value=-0.00038059986445034677 -0.00037097011861314267 0.00034900887126275123 -0.00051857244369470795 0.00038712359990158524 -0.00040166082856938517 0.00043543940023447613 8.0731876265798918e-05
leaf_weight=0.0012263022485440413 0.0010026188141893802 0.0017701719881357677 0.0010671492068929029 0.0012834348162145881 0.0010024026343070959 0.0010719028157220693 0.0010324881026788229
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internal_value=0 2.86268e-05 -5.62264e-05 3.16201e-05 -7.36778e-05 2.50317e-05 -0.000169726
internal_weight=0 0.00845385 0.00668368 0.00561653 0.0043331 0.00333069 0.00225879
internal_count=3121 3030 2628 2382 2054 1340 782
is_linear=0
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Tree=7288
num_leaves=6
num_cat=0
split_feature=13 12 43 52 16
split_gain=1.13688e-05 1.85499e-05 3.63119e-05 3.69508e-05 4.27623e-05
threshold=-0.23438999999999996 0.092355000000000007 -0.092909999999999979 -0.0064899999999999992 -0.36241499999999999
decision_type=2 2 2 2 2
left_child=-1 2 -2 -4 -5
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leaf_weight=0.0010514403926893141 0.0010483417745298122 0.0015716960131207285 0.0017705703210205157 0.0010422303245263857 0.0017536397426850484
leaf_count=169 269 899 713 231 840
internal_value=0 -0.00148457 0.00120344 0.00505663 0.0122151
internal_weight=0 0.00718648 0.00561478 0.00456644 0.00279587
internal_count=3121 2952 2053 1784 1071
is_linear=0
shrinkage=0.1


Tree=7289
num_leaves=7
num_cat=0
split_feature=50 15 4 151 2 2
split_gain=3.79941e-05 4.28865e-05 3.58272e-05 4.07317e-05 4.40206e-05 2.89981e-05
threshold=0.079410000000000008 -0.15914499999999995 0.098655000000000007 -0.0071249999999999985 0.10672500000000001 0.090675000000000019
decision_type=2 2 2 2 2 2
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leaf_value=0.00040999708071426546 -0.00035277503644133204 0.00038867391670235451 -0.00024957658265922409 7.7225368534328583e-06 0.00030631763672018419 -0.00038804184804696728
leaf_weight=0.0010557272063984411 0.0010635496237990172 0.0011848597823805179 0.0018345414818482083 0.0017978614006463819 0.0011251785117843967 0.0011782999039380098
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internal_weight=0 0.00817647 0.00712074 0.0052862 0.00410134 0.00297616
internal_count=3121 2512 2206 1929 1578 1307
is_linear=0
shrinkage=0.00196078


Tree=7290
num_leaves=7
num_cat=0
split_feature=4 16 160 16 43 15
split_gain=1.2705e-05 1.88652e-05 2.20355e-05 2.52225e-05 6.62231e-05 1.1548e-05
threshold=0.27044500000000005 -0.092484999999999984 -0.027994999999999996 -0.056919999999999991 -0.074359999999999996 -0.03241999999999999
decision_type=2 2 2 2 2 2
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right_child=-2 2 3 4 -6 -7
leaf_value=-0.0022101349702779698 0.0088434699687198314 0.014160376105550708 0.010126177020348549 0.0094449403563773605 -0.02285101246790314 -0.017078719022851949
leaf_weight=0.0010336723431111792 0.0013420532290806001 0.0010899362314736212 0.0011730268550347402 0.0012033688125404141 0.0013440480129720289 0.0010559951633738074
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internal_weight=0 0.00690005 0.00481038 0.00372044 0.00254742 0.00208967
internal_count=3121 2756 2265 1665 889 491
is_linear=0
shrinkage=0.1


Tree=7291
num_leaves=7
num_cat=0
split_feature=0 0 15 150 4 47
split_gain=1.2809e-05 2.98104e-05 3.29381e-05 3.45667e-05 1.91147e-05 1.20332e-05
threshold=-0.060129999999999996 -0.083914999999999976 -0.0063699999999999989 0.081835000000000019 -0.35136499999999998 0.092165000000000011
decision_type=2 2 2 2 2 2
left_child=1 2 3 5 -2 -1
right_child=4 -3 -4 -5 -6 -7
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leaf_count=533 227 1065 509 257 346 184
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internal_weight=0 0.00548514 0.00445988 0.00314278 0.00274208 0.00206251
internal_count=3121 2548 1483 974 573 717
is_linear=0
shrinkage=0.1


Tree=7292
num_leaves=7
num_cat=0
split_feature=13 15 16 12 4 0
split_gain=1.27172e-05 1.97372e-05 4.37303e-05 4.46481e-05 4.94552e-05 3.97095e-05
threshold=-0.23438999999999996 -0.15914499999999995 -0.36241499999999999 0.051320000000000005 0.0052350000000000009 -0.076579999999999995
decision_type=2 2 2 2 2 2
left_child=-1 -2 -3 4 -4 -5
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leaf_value=0.010240561741351543 0.01146075265730543 -0.022706171178326313 -0.0029879041697034514 0.0016817130088910858 0.024443085979630342 -0.023767705795868795
leaf_weight=0.0010478859393835156 0.0010022831563812739 0.0010091938811729664 0.0014994071556322123 0.001384306701835902 0.0011701858094764345 0.0011005416772803629
leaf_count=169 291 205 315 1441 102 598
internal_value=0 -0.00155381 -0.00367014 5.69457e-05 0.00903616 -0.00958986
internal_weight=0 0.00716592 0.00616364 0.00515444 0.00266959 0.00248485
internal_count=3121 2952 2661 2456 417 2039
is_linear=0
shrinkage=0.1


Tree=7293
num_leaves=7
num_cat=0
split_feature=0 1 47 49 52 47
split_gain=1.2727e-05 3.30206e-05 2.92308e-05 3.70063e-05 2.23065e-05 1.78998e-05
threshold=0.041630000000000007 0.077565000000000009 1.0000000180025095e-35 -0.054319999999999993 -0.012859999999999998 0.11069000000000002
decision_type=2 2 2 2 2 2
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leaf_weight=0.0014126224514417326 0.0014553890964266129 0.0010137085619108888 0.0010153114472521408 0.0010009861455983126 0.001232006961630068 0.0010638286838115254
leaf_count=1554 252 206 195 220 548 146
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internal_weight=0 0.00673846 0.00532584 0.0032467 0.00223299 0.00207914
internal_count=3121 2869 1315 974 768 341
is_linear=0
shrinkage=0.1


Tree=7294
num_leaves=6
num_cat=0
split_feature=16 4 2 2 12
split_gain=1.34678e-05 2.62704e-05 2.49481e-05 2.96357e-05 3.60706e-05
threshold=-0.48836499999999994 0.098655000000000007 0.10644500000000001 0.092875000000000013 0.084225000000000008
decision_type=2 2 2 2 2
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leaf_value=0.0093528843295185484 0.013179829135200372 -0.01376718962220784 0.013060445815622341 -0.016965260847763432 -0.0086839601860541054
leaf_weight=0.0012864543763711385 0.0015454271641034587 0.0014474359033283942 0.0013706659042818717 0.0010548728715629053 0.0014745373225461377
leaf_count=274 411 291 411 417 1317
internal_value=0 -0.00179287 0.00138995 -0.0025357 0.00250455
internal_weight=0 0.00689294 0.0054455 0.00407484 0.00301996
internal_count=3121 2847 2556 2145 1728
is_linear=0
shrinkage=0.1


Tree=7295
num_leaves=7
num_cat=0
split_feature=0 160 1 12 47 2
split_gain=1.17439e-05 2.25279e-05 3.24078e-05 4.74776e-05 3.00257e-05 1.95583e-05
threshold=-0.060129999999999996 -1.0000000180025095e-35 0.094385000000000011 0.088245000000000004 0.088195000000000009 0.10097500000000002
decision_type=2 2 2 2 2 2
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leaf_value=-0.015398995600113924 0.012422735483958273 -0.021553260204982719 0.021514274750136293 0.0077104703239113245 -0.0023943380029645706 -0.0047877285761039976
leaf_weight=0.0011142950581997692 0.0016007114161395056 0.0011848543360997001 0.0010412578149565823 0.0010419486913391257 0.0010599988468848337 0.0011239412478407803
leaf_count=821 262 609 320 682 116 311
internal_value=0 -0.00271917 0.00054536 -0.0078604 0.00945335 0.00532328
internal_weight=0 0.00544235 0.00432806 0.0022268 0.00210126 0.00272465
internal_count=3121 2548 1727 1291 436 573
is_linear=0
shrinkage=0.1


Tree=7296
num_leaves=7
num_cat=0
split_feature=50 15 4 151 43 0
split_gain=4.42205e-05 4.23309e-05 4.35139e-05 3.57626e-05 4.67143e-05 6.99604e-05
threshold=0.079410000000000008 -0.15026499999999995 0.098655000000000007 -0.0071249999999999985 0.016310000000000002 -0.053834999999999994
decision_type=2 2 2 2 2 2
left_child=1 -1 3 -3 5 -5
right_child=-2 2 -4 4 -6 -7
leaf_value=0.00040271500844546275 -0.00038890915866226101 0.00037572618172343236 -0.00028502568171391096 0.000105697210304412 0.00031841649806162132 -0.00051464943573817953
leaf_weight=0.001062482166445858 0.0010546288626239282 0.0011611148254364748 0.0017496047660596837 0.0017103308037829279 0.0011566673667666714 0.0011819698351599871
leaf_count=318 609 346 270 1089 232 257
internal_value=0 3.81737e-05 -1.74781e-05 7.23674e-05 -1.46262e-05 -0.000147814
internal_weight=0 0.00802217 0.00695969 0.00521008 0.00404897 0.0028923
internal_count=3121 2512 2194 1924 1578 1346
is_linear=0
shrinkage=0.00196078


Tree=7297
num_leaves=7
num_cat=0
split_feature=42 0 12 49 3 3
split_gain=1.12603e-05 2.07655e-05 3.03444e-05 2.81467e-05 3.3582e-05 2.47176e-05
threshold=-1.0000000180025095e-35 -0.062764999999999974 0.088365000000000013 -0.006494999999999999 0.095270000000000007 -0.098469999999999988
decision_type=2 2 2 2 2 2
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leaf_value=-0.0081743319243214995 -0.0090587311603498154 0.021256361114905024 -0.015259851074904735 0.022342335485758189 -0.002716958058536903 -0.00045624202115501154
leaf_weight=0.001409118238510699 0.0012489893767388374 0.001002785736419477 0.0012690730977073295 0.001071371464002142 0.0010677227352890919 0.0010988150862305617
leaf_count=862 351 178 645 616 138 331
internal_value=0 0.00165269 -0.00207082 0.00286939 0.00983406 0.009904
internal_weight=0 0.00675876 0.00465716 0.00338808 0.00213909 0.0021016
internal_count=3121 2259 1750 1105 754 509
is_linear=0
shrinkage=0.1


Tree=7298
num_leaves=6
num_cat=0
split_feature=4 151 15 13 42
split_gain=1.25403e-05 1.98291e-05 5.07169e-05 4.27607e-05 2.10815e-05
threshold=0.24564500000000003 -0.0071249999999999985 -0.055554999999999993 -0.0034749999999999994 0.075730000000000006
decision_type=2 2 2 2 2
left_child=1 -1 -3 4 -4
right_child=-2 2 3 -5 -6
leaf_value=0.0096591438985701907 0.0073377625028506512 -0.02417407359388182 0.019219180457377392 -0.010534276067475461 -0.0004712806328436459
leaf_weight=0.0011663435254049073 0.0017972471178455468 0.0010694929291597838 0.0011456859790473384 0.0019400761125820763 0.0010348929646636787
leaf_count=463 426 674 349 509 700
internal_value=0 -0.00212287 -0.00477055 0.000265522 0.00987418
internal_weight=0 0.00635649 0.00519015 0.00412066 0.00218058
internal_count=3121 2695 2232 1558 1049
is_linear=0
shrinkage=0.1


Tree=7299
num_leaves=7
num_cat=0
split_feature=50 51 16 0 48 13
split_gain=3.77434e-05 2.78916e-05 3.47604e-05 3.29779e-05 4.29582e-05 2.10021e-05
threshold=0.079410000000000008 -0.076794999999999988 0.0047850000000000011 -0.10011499999999998 0.086260000000000017 -0.016469999999999995
decision_type=2 2 2 2 2 2
left_child=1 -1 3 4 -3 -4
right_child=-2 2 5 -5 -6 -7
leaf_value=-0.00021027223737398249 -0.00036225856981372405 0.00030596796547740135 9.8460176360904114e-05 -0.00026618852058300421 -0.00015389198498359839 0.00049655096526588264
leaf_weight=0.0014671858369264641 0.0010446206558427209 0.0017571743068883986 0.0010002043298966222 0.0013323017460946497 0.0014058662292305776 0.0010385864130839893
leaf_count=497 609 301 239 1165 149 161
internal_value=0 3.40353e-05 8.88925e-05 -7.42011e-06 0.000101576 0.000301253
internal_weight=0 0.00800132 0.00653413 0.00449534 0.00316304 0.00203879
internal_count=3121 2512 2015 1615 450 400
is_linear=0
shrinkage=0.00196078


Tree=7300
num_leaves=6
num_cat=0
split_feature=4 42 43 2 1
split_gain=1.00625e-05 1.85317e-05 4.3648e-05 3.49595e-05 2.58131e-05
threshold=0.24564500000000003 -1.0000000180025095e-35 -0.074359999999999996 0.088475000000000012 0.086560000000000012
decision_type=2 2 2 2 2
left_child=1 -1 -3 -4 -5
right_child=-2 2 3 4 -6
leaf_value=-0.013066777294363022 0.0065563750572362328 0.015621219205630017 -0.019556498079828885 0.011235157640876049 -0.0087455081475565216
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leaf_count=797 426 785 537 311 265
internal_value=0 -0.00191296 0.000701108 -0.00498037 0.00145124
internal_weight=0 0.00635587 0.0051491 0.00372909 0.00258741
internal_count=3121 2695 1898 1113 576
is_linear=0
shrinkage=0.1


Tree=7301
num_leaves=6
num_cat=0
split_feature=3 42 49 1 3
split_gain=9.80441e-06 3.33745e-05 3.54349e-05 3.53348e-05 9.21035e-05
threshold=-0.14477499999999996 0.091295000000000015 -0.054319999999999993 0.08844500000000001 0.10732000000000001
decision_type=2 2 2 2 2
left_child=-1 2 -2 -4 -5
right_child=1 -3 3 4 -6
leaf_value=-0.0091441301848671514 -0.017549696710567025 0.017261648173777424 -0.00825171052076497 0.025706544799587474 -0.01006675679323373
leaf_weight=0.0010327795132607344 0.0011370135957499651 0.0011041653007072601 0.0019758660923187908 0.0015500142078976736 0.0013435596712201799
leaf_count=277 292 650 1319 392 191
internal_value=0 0.00128279 -0.0016546 0.0020569 0.00909609
internal_weight=0 0.00711062 0.00600645 0.00486944 0.00289357
internal_count=3121 2844 2194 1902 583
is_linear=0
shrinkage=0.1


Tree=7302
num_leaves=7
num_cat=0
split_feature=50 15 47 3 13 52
split_gain=3.76958e-05 2.97238e-05 4.55674e-05 5.74089e-05 4.84783e-05 3.43864e-05
threshold=0.079410000000000008 -0.15026499999999995 0.096175000000000024 0.10542000000000001 -0.033284999999999988 -0.0064899999999999992
decision_type=2 2 2 2 2 2
left_child=1 -1 3 4 -3 -6
right_child=-2 2 -4 -5 5 -7
leaf_value=0.00034756558619327934 -0.00035579859724714014 -0.00034060359233460924 -0.00035291040511395243 0.00043278652529014808 -0.00016221149613261117 0.00026503678797133826
leaf_weight=0.001042226640174536 0.0010535837925557045 0.001406016467165168 0.0012123433021795776 0.001272836430990883 0.0011825772780214489 0.0018686774536963882
leaf_count=318 609 968 185 135 404 502
internal_value=0 3.88001e-05 -7.55291e-06 6.55158e-05 -3.93635e-05 9.94478e-05
internal_weight=0 0.00798468 0.00694245 0.00573011 0.00445727 0.00305125
internal_count=3121 2512 2194 2009 1874 906
is_linear=0
shrinkage=0.00196078


Tree=7303
num_leaves=7
num_cat=0
split_feature=50 15 4 12 3 2
split_gain=3.30111e-05 3.03625e-05 4.32054e-05 3.39987e-05 3.54329e-05 1.60649e-05
threshold=0.079410000000000008 -0.14809499999999998 0.098655000000000007 0.084225000000000008 0.083060000000000009 0.092120000000000021
decision_type=2 2 2 2 2 2
left_child=1 -1 3 4 -3 -5
right_child=-2 2 -4 5 -6 -7
leaf_value=0.00035308063618326631 -0.00034090142937811949 0.0004396514411808907 -0.00028268819310567686 -0.00028032339505012528 2.7031962870233404e-06 6.2069964881809059e-05
leaf_weight=0.0010148982041511944 0.0010041524332142721 0.0014224837656196827 0.0016814289081349609 0.0010461060031106677 0.0014316286681978953 0.0010614006280680564
leaf_count=330 609 374 267 875 178 488
internal_value=0 3.72059e-05 -1.10522e-05 8.10018e-05 0.000220477 -0.000107884
internal_weight=0 0.00765795 0.00664305 0.00496162 0.00285411 0.00210751
internal_count=3121 2512 2182 1915 552 1363
is_linear=0
shrinkage=0.00196078


Tree=7304
num_leaves=8
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split_feature=50 15 4 0 49 0 2
split_gain=4.45604e-05 4.0013e-05 4.6722e-05 3.61965e-05 5.50043e-05 4.36461e-05 2.7568e-05
threshold=0.079410000000000008 -0.15914499999999995 0.23246000000000003 -0.10011499999999998 -0.006494999999999999 -0.060129999999999996 0.10097500000000002
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 -5 -7
right_child=-2 2 -4 5 -6 6 -8
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leaf_weight=0.0010157477066707081 0.0010530358544636196 0.0011361458571710961 0.0010434308728121053 0.0010070906343154279 0.0010812152931659923 0.0015807350073923055 0.0011641412503337861
leaf_count=306 609 145 172 1314 177 175 223
internal_value=0 4.05364e-05 -1.21455e-05 5.47683e-05 0.000253383 -6.26104e-05 6.54886e-05
internal_weight=0 0.00802851 0.00701276 0.00596933 0.00221736 0.00375197 0.00274488
internal_count=3121 2512 2206 2034 322 1712 398
is_linear=0
shrinkage=0.00196078


Tree=7305
num_leaves=6
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split_feature=49 42 15 3 16
split_gain=1.03731e-05 4.56699e-05 2.50518e-05 5.6836e-05 3.42724e-05
threshold=-0.026779999999999995 0.091545000000000015 -0.037864999999999989 -0.059315 -0.095964999999999981
decision_type=2 2 2 2 2
left_child=-1 2 4 -4 -2
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leaf_weight=0.0019082373859440069 0.001065689824102756 0.0010357349890358775 0.0014352396675550323 0.0016122672117181755 0.0011090030198471993
leaf_count=450 315 613 1055 178 510
internal_value=0 -0.00202099 0.0017835 0.00763436 -0.0064156
internal_weight=0 0.00625793 0.0052222 0.00304751 0.00217469
internal_count=3121 2671 2058 1233 825
is_linear=0
shrinkage=0.1


Tree=7306
num_leaves=7
num_cat=0
split_feature=50 484 133 42 16 0
split_gain=3.12796e-05 4.06559e-05 3.03551e-05 4.61038e-05 2.99233e-05 2.92399e-05
threshold=0.079410000000000008 0.073690000000000019 0.091410000000000005 0.090310000000000015 -0.014034999999999997 -0.14001499999999997
decision_type=2 2 2 2 2 2
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right_child=-2 -3 -4 -5 -6 -7
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leaf_weight=0.001632955897783656 0.001028538629976373 0.0010141696988829772 0.001054123889281112 0.0011930678816079168 0.001769573032241211 0.0012887060823372264
leaf_count=199 609 340 421 364 524 664
internal_value=0 3.5449e-05 -1.81507e-05 3.67418e-05 -5.07847e-05 -0.000172659
internal_weight=0 0.0079526 0.00693843 0.0058843 0.00469124 0.00292166
internal_count=3121 2512 2172 1751 1387 863
is_linear=0
shrinkage=0.00196078


Tree=7307
num_leaves=7
num_cat=0
split_feature=4 150 13 0 43 13
split_gain=1.05034e-05 1.61146e-05 3.2872e-05 3.34121e-05 4.18212e-05 2.15086e-05
threshold=0.27044500000000005 0.086615000000000011 -0.13710499999999998 -0.10011499999999998 -0.0030899999999999994 -0.0034749999999999994
decision_type=2 2 2 2 2 2
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right_child=-2 -3 3 4 -6 -7
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leaf_weight=0.0010359038595209487 0.0013346787615317541 0.0010403211458482799 0.0016365190168137244 0.0010078913646463798 0.0010733742835181575 0.0010360765290793527
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internal_weight=0 0.00683009 0.00578977 0.00475386 0.00311734 0.00204397
internal_count=3121 2756 2487 2357 2060 1435
is_linear=0
shrinkage=0.1


Tree=7308
num_leaves=7
num_cat=0
split_feature=50 15 4 12 3 2
split_gain=3.18247e-05 3.7771e-05 5.38367e-05 3.95947e-05 3.58834e-05 1.97619e-05
threshold=0.079410000000000008 -0.15026499999999995 0.098655000000000007 0.084225000000000008 0.076840000000000006 0.092120000000000021
decision_type=2 2 2 2 2 2
left_child=1 -1 3 4 -3 -5
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leaf_value=0.00038569232232657389 -0.000335384688973347 0.00045384157124721145 -0.00032024322140614846 -0.00030909672880397276 2.1238053247720749e-05 6.5920025688283768e-05
leaf_weight=0.0010190249306493262 0.0010151747977592074 0.0014201084641883802 0.0017096015184400858 0.0010713689598430176 0.0015329200307237847 0.0010897441564110114
leaf_count=318 609 378 270 877 181 488
internal_value=0 3.357e-05 -1.90143e-05 8.16833e-05 0.000229277 -0.000119994
internal_weight=0 0.00784277 0.00682374 0.00511414 0.00295303 0.00216111
internal_count=3121 2512 2194 1924 559 1365
is_linear=0
shrinkage=0.00196078


Tree=7309
num_leaves=7
num_cat=0
split_feature=3 51 13 15 12 0
split_gain=1.06307e-05 1.92009e-05 2.54404e-05 2.86689e-05 4.53549e-05 9.13104e-06
threshold=0.13524500000000003 0.087505000000000013 -0.033284999999999988 -0.040439999999999997 0.051320000000000005 -0.084804999999999978
decision_type=2 2 2 2 2 2
left_child=1 2 5 -4 -5 -1
right_child=-2 -3 3 4 -6 -7
leaf_value=-0.015058217105185862 0.0086937468575772545 -0.014229656422843151 -0.0050346787276475359 0.025894219009094444 -0.001998515149354012 -0.0016628068145765904
leaf_weight=0.001030383827916898 0.0011871791805684465 0.0010187012910111738 0.0015868715695724679 0.00120376148302827 0.0011304006045565144 0.0010054080490362149
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internal_value=0 -0.00154273 0.000626913 0.00533583 0.0123862 -0.00844268
internal_weight=0 0.00697553 0.00595683 0.00392103 0.00233416 0.00203579
internal_count=3121 2929 2556 1188 738 1368
is_linear=0
shrinkage=0.1


Tree=7310
num_leaves=6
num_cat=0
split_feature=51 49 42 16 0
split_gain=1.19895e-05 2.4487e-05 4.35788e-05 1.93746e-05 5.03195e-05
threshold=-0.076794999999999988 -0.043469999999999995 0.088915000000000008 -0.27167499999999994 -0.083914999999999976
decision_type=2 2 2 2 2
left_child=-1 -2 3 -3 -5
right_child=1 2 -4 4 -6
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leaf_count=537 358 204 674 663 685
internal_value=0 0.00166455 -0.00164823 0.00301036 0.00690316
internal_weight=0 0.00679532 0.00520894 0.00413602 0.00312506
internal_count=3121 2584 2226 1552 1348
is_linear=0
shrinkage=0.1


Tree=7311
num_leaves=7
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split_feature=50 15 16 0 0 13
split_gain=3.90104e-05 3.54826e-05 4.28113e-05 3.73338e-05 5.37307e-05 2.99567e-05
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decision_type=2 2 2 2 2 2
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leaf_weight=0.0010301543262322384 0.0010657259468370489 0.0012092728709280813 0.0019544993732411638 0.0012430148302604574 0.0016459977922488123 0.0010011953135862228
leaf_count=306 609 221 242 1356 323 64
internal_value=0 4.0363e-05 -9.27964e-06 6.02024e-05 -5.08764e-05 0.00010703
internal_weight=0 0.00808413 0.00705398 0.00584471 0.00389021 0.00264719
internal_count=3121 2512 2206 1985 1743 387
is_linear=0
shrinkage=0.00196078


Tree=7312
num_leaves=6
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split_feature=4 4 2 2 15
split_gain=1.07833e-05 1.55871e-05 2.34766e-05 2.84124e-05 2.99653e-05
threshold=0.27044500000000005 0.098655000000000007 0.10644500000000001 0.092875000000000013 -0.031204999999999997
decision_type=2 2 2 2 2
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right_child=-2 -3 -4 -5 -6
leaf_value=0.013245423944422005 0.0081731539021747731 -0.011304790259180349 0.011938733649990815 -0.017130564709174255 -0.0068643117422457385
leaf_weight=0.0013080098747323158 0.0013346722187480608 0.0013441450216499125 0.0013900238477258554 0.0010672315298380789 0.0017092634530843842
leaf_count=526 365 182 415 420 1213
internal_value=0 -0.00165578 0.000713317 -0.00310688 0.0018534
internal_weight=0 0.00681867 0.00547453 0.0040845 0.00301727
internal_count=3121 2756 2574 2159 1739
is_linear=0
shrinkage=0.1


Tree=7313
num_leaves=7
num_cat=0
split_feature=0 0 52 151 16 2
split_gain=1.03594e-05 2.67704e-05 5.61523e-05 2.88029e-05 7.52921e-05 3.90713e-05
threshold=0.041630000000000007 -0.053834999999999994 -0.081429999999999989 -0.0083949999999999979 -0.083134999999999987 0.09142500000000002
decision_type=2 2 2 2 2 2
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right_child=-2 -3 3 4 -6 -7
leaf_value=0.022467901434823852 0.0076145560262485647 -0.016519217991662321 -0.017160693581437216 -0.00021213598986021071 -0.017379622800530594 0.026981998582499719
leaf_weight=0.001002308877258138 0.0014519362613869642 0.0010315921085981283 0.0011752401965396202 0.0011088542145896996 0.0013639638551322442 0.0010091701153873986
leaf_count=525 252 276 316 546 920 286
internal_value=0 -0.00170378 0.0009967 -0.00362424 0.000944581 0.012745
internal_weight=0 0.00669113 0.00565954 0.00465723 0.00348199 0.00211802
internal_count=3121 2869 2593 2068 1752 832
is_linear=0
shrinkage=0.1


Tree=7314
num_leaves=6
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split_feature=0 47 1 2 12
split_gain=1.01543e-05 2.15204e-05 3.63646e-05 2.00417e-05 1.5549e-05
threshold=-0.062294999999999996 0.087235000000000021 0.093205000000000024 0.10097500000000002 0.088245000000000004
decision_type=2 2 2 2 2
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right_child=3 -3 -4 -5 -6
leaf_value=-0.013620115011948972 0.012201584905030394 -0.01289002508234314 0.013130034638229655 -0.0050797697864530325 0.0028561567564321295
leaf_weight=0.0013391383567950546 0.0015890541274410027 0.0014678100863054098 0.0015620449008260182 0.001161690992739236 0.0010008640930159038
leaf_count=933 270 304 465 325 824
internal_value=0 -0.00256822 0.00131447 0.00490335 -0.0065729
internal_weight=0 0.00536986 0.00390205 0.00275075 0.00234
internal_count=3121 2526 2222 595 1757
is_linear=0
shrinkage=0.1


Tree=7315
num_leaves=6
num_cat=0
split_feature=52 12 1 48 13
split_gain=1.04887e-05 3.27586e-05 4.89429e-05 6.45907e-05 2.53337e-05
threshold=0.11434500000000002 0.095110000000000014 0.11181500000000001 0.083685000000000009 -0.016469999999999995
decision_type=2 2 2 2 2
left_child=1 2 3 4 -1
right_child=-2 -3 -4 -5 -6
leaf_value=-0.017922006309659188 -0.008460057171886165 0.014131821602852819 -0.019175492410922052 0.022057982229380848 0.0019933300957124893
leaf_weight=0.0010149143743523707 0.0012496014312929349 0.001580389142247624 0.0012941975282614133 0.0012483479843197424 0.0017233071866595943
leaf_count=822 501 558 294 332 614
internal_value=0 0.00150102 -0.00227903 0.00320623 -0.00538824
internal_weight=0 0.00686116 0.00528077 0.00398657 0.00273822
internal_count=3121 2620 2062 1768 1436
is_linear=0
shrinkage=0.1


Tree=7316
num_leaves=6
num_cat=0
split_feature=12 160 0 151 1
split_gain=9.4431e-06 2.68396e-05 2.69076e-05 4.96514e-05 9.2861e-05
threshold=-0.010834999999999999 -1.0000000180025095e-35 -0.053834999999999994 -0.0033899999999999994 0.095285000000000022
decision_type=2 2 2 2 2
left_child=-1 -2 3 -3 -5
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leaf_value=0.008469018306215239 -0.013460800081809053 -0.013190406128113889 -0.0097410933123561264 -0.0039656035625637801 0.031177459683442689
leaf_weight=0.0011254559961320718 0.0014593987267235509 0.001008054193714707 0.0014796869840242562 0.0016106684342344184 0.0014101932264291069
leaf_count=421 870 226 308 1109 187
internal_value=0 -0.001403 0.00179148 0.00602701 0.0124398
internal_weight=0 0.006968 0.0055086 0.00402892 0.00302086
internal_count=3121 2700 1830 1522 1296
is_linear=0
shrinkage=0.1


Tree=7317
num_leaves=6
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split_feature=0 47 1 16 16
split_gain=1.01239e-05 2.16372e-05 2.71416e-05 1.87961e-05 8.92652e-06
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decision_type=2 2 2 2 2
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leaf_value=0.00062372398866932953 0.015813873808969536 -0.012949849501976765 0.011628741318198754 -0.0013859281014812475 -0.01173965051749481
leaf_weight=0.0011873280978698302 0.0010032346652734242 0.0014572563090495369 0.0015441322837984293 0.0017326983931720702 0.0011492654391016069
leaf_count=492 314 304 465 281 1265
internal_value=0 -0.00256021 0.00134122 0.00492104 -0.00545726
internal_weight=0 0.00533798 0.00388073 0.00273593 0.00233659
internal_count=3121 2526 2222 595 1757
is_linear=0
shrinkage=0.1


Tree=7318
num_leaves=7
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split_feature=50 2 48 52 4 12
split_gain=4.6808e-05 2.75518e-05 7.77583e-05 5.58789e-05 3.32944e-05 9.90368e-05
threshold=0.079410000000000008 0.11389000000000002 0.091545000000000015 -0.088204999999999992 -1.0000000180025095e-35 0.084100000000000022
decision_type=2 2 2 2 2 2
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right_child=-2 -3 -4 4 -6 -7
leaf_value=-0.00037396933873656455 -0.00039159183152111748 -0.00019322085310167865 0.00056827917780624486 0.00071546397825648087 -7.9771140631674118e-05 -0.00010129636096464
leaf_weight=0.001185152770792541 0.0010703034269024603 0.0015208844763065065 0.0011279040970105904 0.0010399963540446134 0.001973572992617789 0.0012650962093297962
leaf_count=427 609 420 209 221 446 789
internal_value=0 4.46691e-05 9.95566e-05 2.79755e-06 0.000107159 0.000267204
internal_weight=0 0.00811261 0.00659172 0.00546382 0.00427867 0.00230509
internal_count=3121 2512 2092 1883 1456 1010
is_linear=0
shrinkage=0.00196078


Tree=7319
num_leaves=7
num_cat=0
split_feature=50 484 2 48 43 3
split_gain=3.31885e-05 3.93788e-05 3.20324e-05 7.90254e-05 3.57386e-05 2.01238e-05
threshold=0.079410000000000008 0.073690000000000019 0.11389000000000002 0.091545000000000015 -1.0000000180025095e-35 0.083060000000000009
decision_type=2 2 2 2 2 2
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right_child=-2 -3 -4 -5 5 -7
leaf_value=-0.00025300070696716853 -0.00033595733589919253 0.00040328840481461544 -0.00028075599407672484 0.00054901011344026299 0.00026838589108056713 -9.1196876774553729e-05
leaf_weight=0.001996359643519859 0.0010205201478777461 0.001000338868785873 0.0013743629501728446 0.0010103232965811186 0.0012920311521062845 0.00111454763391377
leaf_count=1088 609 340 367 185 404 128
internal_value=0 4.0098e-05 -1.34279e-05 5.44435e-05 -5.90426e-05 0.000101854
internal_weight=0 0.00778796 0.00678762 0.00541326 0.00440294 0.00240658
internal_count=3121 2512 2172 1805 1620 532
is_linear=0
shrinkage=0.00196078


Tree=7320
num_leaves=7
num_cat=0
split_feature=3 51 52 4 12 0
split_gain=9.32018e-06 2.41831e-05 2.57431e-05 2.69071e-05 7.31944e-05 2.80778e-05
threshold=0.13524500000000003 0.087505000000000013 -0.088204999999999992 -1.0000000180025095e-35 0.084100000000000022 -0.11173999999999999
decision_type=2 2 2 2 2 2
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leaf_weight=0.0012034403691399556 0.0011787958014321028 0.0010074555973978508 0.0010130843750856462 0.0012263495138238605 0.0011872359714350409 0.0012817888946130519
leaf_count=580 192 373 272 209 1043 452
internal_value=0 -0.00143017 0.00101029 0.0043464 0.0124174 -0.00273406
internal_weight=0 0.00691935 0.0059119 0.00470846 0.00220032 0.00250814
internal_count=3121 2929 2556 1976 1315 661
is_linear=0
shrinkage=0.1


Tree=7321
num_leaves=6
num_cat=0
split_feature=16 52 0 1 13
split_gain=9.31735e-06 2.50419e-05 4.20149e-05 3.41166e-05 2.74128e-05
threshold=-0.48836499999999994 0.11434500000000002 -0.084269999999999984 0.094385000000000011 -0.061684999999999997
decision_type=2 2 2 2 2
left_child=-1 2 3 -2 -4
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leaf_value=0.0078255540768768367 -0.018893803275988462 -0.015706348749303302 0.021284590627782499 0.0036981677713628274 0.0017790875078603652
leaf_weight=0.0012733993869455508 0.0013946146607191981 0.0010487655263880548 0.0011496487162719158 0.001283705008099412 0.0019302107856141845
leaf_count=274 853 428 508 226 832
internal_value=0 -0.00149416 0.00109437 -0.00806559 0.00906009
internal_weight=0 0.00680694 0.00575818 0.00267832 0.00307986
internal_count=3121 2847 2419 1079 1340
is_linear=0
shrinkage=0.1


Tree=7322
num_leaves=7
num_cat=0
split_feature=457 15 43 52 1 12
split_gain=8.70336e-06 2.19056e-05 1.92013e-05 3.36338e-05 3.45803e-05 2.11753e-05
threshold=0.045365000000000009 0.088655000000000025 -0.04890499999999999 0.077655000000000016 0.10708500000000001 0.088305000000000008
decision_type=2 2 2 2 2 2
left_child=1 2 5 4 -4 -1
right_child=-2 -3 3 -5 -6 -7
leaf_value=0.019205628064907661 0.0085352402797669851 -0.014846925609424567 -0.00014950130965057679 0.01002053746352201 -0.023737147083314473 -0.00063290428274178723
leaf_weight=0.0010016634494569388 0.0010357110113240883 0.0010183159422022803 0.0015157687776718993 0.0012798570397007476 0.0010535041027559429 0.0011624225477346007
leaf_count=601 289 662 475 410 211 473
internal_value=0 -0.00128364 0.00101326 -0.00322383 -0.00982137 0.00854951
internal_weight=0 0.00703153 0.00601322 0.00384913 0.00256927 0.00216409
internal_count=3121 2832 2170 1096 686 1074
is_linear=0
shrinkage=0.1


Tree=7323
num_leaves=6
num_cat=0
split_feature=4 4 3 13 43
split_gain=1.02855e-05 2.12528e-05 3.25335e-05 2.88907e-05 3.37691e-05
threshold=0.24564500000000003 0.055260000000000011 0.10299500000000002 -0.033284999999999988 -0.013819999999999997
decision_type=2 2 2 2 2
left_child=1 2 3 -1 -5
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leaf_value=-0.016857076350900099 0.0067109304126162081 -0.012956488561011663 0.015701565185051766 0.015561486412631321 -0.0073775826454301335
leaf_weight=0.0011188712372939237 0.0017705179267208876 0.0013652805213271897 0.0011702093789167246 0.0011124925301609606 0.00151664773603294
leaf_count=1222 426 279 139 526 529
internal_value=0 -0.00191823 0.00114596 -0.00339862 0.00232884
internal_weight=0 0.0062835 0.00491822 0.00374801 0.00262914
internal_count=3121 2695 2416 2277 1055
is_linear=0
shrinkage=0.1


Tree=7324
num_leaves=7
num_cat=0
split_feature=4 42 150 52 1 3
split_gain=3.55905e-05 3.81257e-05 3.87029e-05 3.58903e-05 4.00213e-05 7.95251e-05
threshold=0.27044500000000005 0.092145000000000019 0.086615000000000011 0.10160000000000001 0.092695000000000013 -0.059315
decision_type=2 2 2 2 2 2
left_child=1 2 3 4 5 -1
right_child=-2 -3 -4 -5 -6 -7
leaf_value=1.0516935522479797e-05 0.00026754250821276707 -0.00038350903865275963 -0.00033601017011084146 -0.00021974634947989369 -0.00011905658075081893 0.0006628818747338403
leaf_weight=0.0017294750129930141 0.0015824206937628408 0.0011567643615230799 0.0010939156004872597 0.0012965650009898215 0.001418893199676714 0.0012289233362979498
leaf_count=1136 365 544 230 350 324 172
internal_value=0 -5.45421e-05 1.68579e-06 6.67933e-05 0.000151667 0.00028151
internal_weight=0 0.00792454 0.00676777 0.00567386 0.00437729 0.0029584
internal_count=3121 2756 2212 1982 1632 1308
is_linear=0
shrinkage=0.00196078


Tree=7325
num_leaves=7
num_cat=0
split_feature=4 0 42 15 16 0
split_gain=2.33242e-05 5.52734e-05 3.57792e-05 2.66984e-05 6.4886e-05 4.14709e-05
threshold=-0.46376499999999993 -0.019414999999999998 -1.0000000180025095e-35 -0.0063699999999999989 -0.056919999999999991 -0.18113999999999997
decision_type=2 2 2 2 2 2
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leaf_value=-0.00027544253281309419 -0.00034543529536632396 0.00043936955940929157 -0.00012194210218954459 0.00022249600082262323 -0.00044456282293863089 0.00035991995828739778
leaf_weight=0.001042161263356811 0.0011466527543633883 0.0011259248498040209 0.001455912148196431 0.0019253581243555635 0.0011775506704351595 0.0012996859141650029
leaf_count=183 817 196 119 754 616 436
internal_value=0 3.61253e-05 -2.86873e-05 3.3308e-05 -5.93035e-05 0.00010533
internal_weight=0 0.00813108 0.00700516 0.00585851 0.00393315 0.0027556
internal_count=3121 2938 2742 1925 1171 555
is_linear=0
shrinkage=0.00196078


Tree=7326
num_leaves=6
num_cat=0
split_feature=13 16 0 16 2
split_gain=1.02449e-05 3.06722e-05 5.01244e-05 2.16405e-05 3.14134e-05
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decision_type=2 2 2 2 2
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leaf_weight=0.001274173391029062 0.0010516358417589486 0.0010606597935744425 0.001724797912552473 0.0016969045768488187 0.0012784903001996496
leaf_count=457 162 410 688 1108 296
internal_value=0 0.00135653 0.00413869 -0.00169677 0.00412149
internal_weight=0 0.00703503 0.00597437 0.00424957 0.00255266
internal_count=3121 2959 2549 1861 753
is_linear=0
shrinkage=0.1


Tree=7327
num_leaves=8
num_cat=0
split_feature=11 16 48 13 1 4 43
split_gain=3.3323e-05 3.25728e-05 4.60039e-05 4.73908e-05 4.00776e-05 7.1606e-05 2.34425e-05
threshold=1.0000000180025095e-35 -0.074319999999999983 0.084855000000000014 -0.033284999999999988 0.10937500000000001 0.0082450000000000006 -0.04652499999999999
decision_type=2 2 2 2 2 2 2
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right_child=-2 2 -4 6 -6 -7 -8
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leaf_weight=0.0015499505247310729 0.0010139766400393156 0.0013133719153747784 0.0010665030997534103 0.0010043633945945327 0.00102768694605083 0.0011465185153413208 0.001077232933036458
leaf_count=804 244 795 308 200 259 273 238
internal_value=0 3.441e-05 0.000147417 3.58206e-05 -0.000100971 -0.000226545 0.000219836
internal_weight=0 0.00818563 0.00446147 0.00339497 0.00372416 0.00269647 0.0020816
internal_count=3121 2877 1541 1233 1336 1077 438
is_linear=0
shrinkage=0.00196078


Tree=7328
num_leaves=6
num_cat=0
split_feature=42 49 42 2 3
split_gain=9.57593e-06 1.44149e-05 4.29433e-05 3.42257e-05 3.1101e-05
threshold=-1.0000000180025095e-35 -0.043469999999999995 0.091545000000000015 0.10613000000000002 -0.076669999999999988
decision_type=2 2 2 2 2
left_child=-1 -2 3 4 -3
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leaf_weight=0.0013934280755029073 0.0015828419576491698 0.0010983545625705743 0.0010214944773282216 0.0016194227926159669 0.0013771615744208275
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internal_value=0 0.00154565 -0.00103439 0.00354131 0.0109357
internal_weight=0 0.00669928 0.00511643 0.00409494 0.00247552
internal_count=3121 2259 1878 1264 994
is_linear=0
shrinkage=0.1


Tree=7329
num_leaves=8
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split_feature=4 3 1 15 3 2 47
split_gain=2.98663e-05 4.39307e-05 4.21373e-05 7.95895e-05 9.77604e-05 4.40254e-05 1.10895e-05
threshold=-0.46376499999999993 -0.12018999999999998 0.095285000000000022 0.088235000000000022 0.0051600000000000005 0.116525 0.086010000000000017
decision_type=2 2 2 2 2 2 2
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leaf_value=-0.00031352207627880255 0.00034276534760246691 -0.00086237821634066426 -0.00016115546816514289 0.00022495363065744143 -2.6099544245799702e-05 0.00045854584992053487 9.9461994052564982e-05
leaf_weight=0.00108261128547425 0.0014502734074345828 0.0010015302602228815 0.0011895035361112393 0.0011494811538716311 0.0011597677588734978 0.0010240836871753759 0.0013290969498893305
leaf_count=183 258 1296 315 573 100 245 151
internal_value=0 3.27329e-05 -3.28737e-05 -0.000191915 -0.000413625 0.000115757 -2.36244e-05
internal_weight=0 0.00830374 0.00685346 0.00331078 0.0021613 0.00354268 0.0025186
internal_count=3121 2938 2680 1969 1396 711 466
is_linear=0
shrinkage=0.00196078


Tree=7330
num_leaves=8
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split_feature=50 15 16 48 13 2 0
split_gain=3.81117e-05 5.36476e-05 6.0507e-05 5.84998e-05 5.64279e-05 4.35919e-05 3.16561e-05
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decision_type=2 2 2 2 2 2 2
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leaf_count=306 609 190 797 267 542 218 192
internal_value=0 4.18499e-05 -1.90198e-05 0.000108209 -8.08682e-06 -0.000279137 0.000176972
internal_weight=0 0.00804511 0.00702925 0.0047204 0.00367674 0.00230885 0.00232646
internal_count=3121 2512 2206 1798 1531 408 734
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shrinkage=0.00196078


Tree=7331
num_leaves=6
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split_feature=4 150 13 0 52
split_gain=1.04545e-05 1.76974e-05 3.67206e-05 2.98351e-05 3.72844e-05
threshold=0.26790000000000008 0.086615000000000011 -0.13710499999999998 -0.10011499999999998 0.08976000000000002
decision_type=2 2 2 2 2
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leaf_count=129 377 267 288 1495 565
internal_value=0 -0.00162813 0.000543152 0.00423934 -0.00150753
internal_weight=0 0.00677409 0.00573853 0.0047289 0.00310402
internal_count=3121 2744 2477 2348 2060
is_linear=0
shrinkage=0.1


Tree=7332
num_leaves=6
num_cat=0
split_feature=1 42 2 2 43
split_gain=1.00361e-05 2.56668e-05 2.32539e-05 3.64003e-05 3.63019e-05
threshold=0.12500000000000003 0.092145000000000019 0.089775000000000008 0.10613000000000002 -0.0030899999999999994
decision_type=2 2 2 2 2
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leaf_weight=0.0012049689000872203 0.0010964130038877019 0.0010071055909387462 0.0018821514484463151 0.0018155451336258023 0.0011013878680377017
leaf_count=977 279 566 550 382 367
internal_value=0 -0.00141724 0.00106079 0.00597578 -0.00681924
internal_weight=0 0.00701116 0.00600405 0.0036977 0.00230636
internal_count=3121 2842 2276 932 1344
is_linear=0
shrinkage=0.1


Tree=7333
num_leaves=8
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split_feature=50 15 16 0 48 13 4
split_gain=2.6573e-05 3.20379e-05 3.81516e-05 4.66781e-05 4.5072e-05 5.56782e-05 2.6748e-05
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decision_type=2 2 2 2 2 2 2
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right_child=-2 2 4 -5 -6 6 -8
leaf_value=0.00036336705363390257 -0.00029917364390796771 -0.00051176676711850433 -0.00033819761096691209 6.0101997732254989e-05 0.00043203156185931405 -5.4303493324942357e-05 0.00038872158295514728
leaf_weight=0.0010049423181982559 0.001024999842747642 0.0010910712087196369 0.0013116840496673605 0.0011040350207010517 0.0011203072330493876 0.001004736004284093 0.0010949659261487972
leaf_count=318 609 162 782 239 309 514 188
internal_value=0 3.68118e-05 -1.19735e-05 -0.000224144 9.07996e-05 -2.12618e-05 0.000176728
internal_weight=0 0.00773174 0.0067268 0.00219511 0.00453169 0.00341139 0.0020997
internal_count=3121 2512 2194 401 1793 1484 702
is_linear=0
shrinkage=0.00196078


Tree=7334
num_leaves=6
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split_feature=42 3 1 2 1
split_gain=9.83441e-06 1.58757e-05 3.07254e-05 6.34242e-05 2.35429e-05
threshold=-1.0000000180025095e-35 -0.11255999999999998 0.10557500000000002 0.092875000000000013 0.11507500000000002
decision_type=2 2 2 2 2
left_child=-1 -2 3 -3 -4
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leaf_value=-0.007660315639091593 0.010677332849225783 0.0040133563002394826 0.019237972647385693 -0.025067031304377731 -0.002146867686445978
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leaf_count=862 287 1049 151 441 331
internal_value=0 0.00156343 -0.00103241 -0.00722075 0.00847398
internal_weight=0 0.00671043 0.00522285 0.00316351 0.00205934
internal_count=3121 2259 1972 1490 482
is_linear=0
shrinkage=0.1


Tree=7335
num_leaves=7
num_cat=0
split_feature=50 15 4 48 13 4
split_gain=3.34387e-05 3.42762e-05 4.07975e-05 3.00245e-05 3.71926e-05 9.03512e-05
threshold=0.079410000000000008 -0.15026499999999995 0.098655000000000007 0.091545000000000015 -0.063184999999999977 -0.082249999999999976
decision_type=2 2 2 2 2 2
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right_child=-2 2 -4 -5 5 -7
leaf_value=0.00037367926741768259 -0.00033557811833763917 -0.00027117469868585993 -0.00027191757911701806 0.00037337500728467661 -0.00031654788381485998 0.00040957361278899684
leaf_weight=0.001025297320807507 0.0010349328402791463 0.0013110614983180098 0.001721640157188801 0.0010456340793274779 0.0010726467006757169 0.001707758973978106
leaf_count=318 609 813 270 209 439 463
internal_value=0 3.92926e-05 -1.06941e-05 7.68519e-05 1.07107e-06 0.000129445
internal_weight=0 0.00788404 0.00685874 0.0051371 0.00409147 0.00278041
internal_count=3121 2512 2194 1924 1715 902
is_linear=0
shrinkage=0.00196078


Tree=7336
num_leaves=7
num_cat=0
split_feature=13 3 16 52 2 4
split_gain=1.22323e-05 2.33134e-05 3.35197e-05 8.04765e-05 3.79391e-05 7.04701e-06
threshold=-0.23438999999999996 0.10893000000000001 0.23311500000000004 0.090245000000000006 0.088225000000000012 0.0082450000000000006
decision_type=2 2 2 2 2 2
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leaf_value=0.010159062128662664 -0.0060960510480645913 -0.014696143414944022 0.017649253545860059 -0.026513962074535227 0.019570972124017316 0.0078053111676820433
leaf_weight=0.0010293708850819504 0.0018304343307090137 0.0011269641002382893 0.001003987280034392 0.0010808471051633965 0.0010276319456809517 0.0010087982346066635
leaf_count=169 1109 111 397 666 388 281
internal_value=0 -0.00150772 0.000989534 -0.00239105 0.00435167 0.0137425
internal_weight=0 0.00707866 0.0059517 0.00494771 0.00386686 0.00203643
internal_count=3121 2952 2841 2444 1778 669
is_linear=0
shrinkage=0.1


Tree=7337
num_leaves=8
num_cat=0
split_feature=50 15 16 48 13 2 4
split_gain=2.3969e-05 5.50763e-05 4.28148e-05 7.97126e-05 5.35745e-05 4.64403e-05 3.88469e-05
threshold=0.079410000000000008 -0.15914499999999995 -0.094359999999999986 0.087555000000000008 -0.033284999999999988 0.092755000000000018 -0.04890499999999999
decision_type=2 2 2 2 2 2 2
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right_child=-2 2 3 -5 6 -7 -8
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leaf_weight=0.0010174041450987164 0.0010636855567916397 0.0013038080662096903 0.0013867047560078066 0.0010434445037689746 0.0010320583372106778 0.0010113675374551847 0.0013016014529670997
leaf_count=306 609 197 797 267 513 211 221
internal_value=0 3.07395e-05 -3.057e-05 7.57356e-05 -5.85897e-05 -0.000249309 0.00012279
internal_weight=0 0.00809639 0.00707898 0.00476381 0.00372036 0.00231518 0.00233366
internal_count=3121 2512 2206 1798 1531 408 734
is_linear=0
shrinkage=0.00196078


Tree=7338
num_leaves=7
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split_feature=13 3 1 151 0 13
split_gain=9.99593e-06 1.87432e-05 3.06219e-05 2.27403e-05 4.0722e-05 3.78834e-05
threshold=-0.23438999999999996 0.10893000000000001 0.11588000000000001 -0.014594999999999999 -0.10224499999999999 -0.017449999999999997
decision_type=2 2 2 2 2 2
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leaf_value=0.0091712227633140332 0.010889307848470213 -0.013195040687519069 0.016300572531922259 -0.022175804469544143 -0.014941616479924183 0.0093452974843014364
leaf_weight=0.001030792789212788 0.0010115779487958106 0.001126820516056691 0.0010575652682731545 0.0011055006228573618 0.0010089192356545146 0.0017672061640507924
leaf_count=169 421 111 257 291 1052 820
internal_value=0 -0.00136901 0.000870328 -0.0024646 -0.00594472 0.000518774
internal_weight=0 0.00707759 0.00595077 0.0048932 0.00388163 0.00277613
internal_count=3121 2952 2841 2584 2163 1872
is_linear=0
shrinkage=0.1


Tree=7339
num_leaves=6
num_cat=0
split_feature=42 160 52 49 4
split_gain=1.0787e-05 1.59153e-05 2.3797e-05 4.04466e-05 2.35278e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 0.077655000000000016 -0.043469999999999995 0.076415000000000025
decision_type=2 2 2 2 2
left_child=-1 -2 3 -3 -5
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leaf_value=-0.0080310331876466568 -0.0074767093851626863 0.014853248095973144 0.014159155777632588 -0.018222678787308374 0.001660372793730704
leaf_weight=0.0013937335248836785 0.0014896190774717488 0.0011715791407038352 0.0016528552270861337 0.0011392447046723322 0.0012460840831491603
leaf_count=862 828 250 340 612 229
internal_value=0 0.00163839 0.00424466 -0.000362498 -0.00783587
internal_weight=0 0.00669938 0.00520976 0.00355691 0.00238533
internal_count=3121 2259 1431 1091 841
is_linear=0
shrinkage=0.1


Tree=7340
num_leaves=6
num_cat=0
split_feature=484 15 52 1 1
split_gain=1.0548e-05 1.92588e-05 3.08053e-05 7.36099e-05 5.49119e-05
threshold=1.0000000180025095e-35 0.088235000000000022 0.10347000000000002 0.090475000000000014 0.11181500000000001
decision_type=2 2 2 2 2
left_child=1 2 3 -1 -5
right_child=-2 -3 -4 4 -6
leaf_value=-0.025415938198494803 0.0095895226787800145 0.0095443205884272481 0.010221068128155805 0.015781278114377694 -0.01130771087068296
leaf_weight=0.0015425610916725329 0.0010000644918061498 0.0013139622847532654 0.0012225363480472167 0.0014154196052954119 0.0015876960758156582
leaf_count=1080 464 639 239 355 344
internal_value=0 -0.00138167 -0.00387054 -0.0076604 0.00145979
internal_weight=0 0.00708218 0.00576821 0.00454568 0.00300312
internal_count=3121 2657 2018 1779 699
is_linear=0
shrinkage=0.1


Tree=7341
num_leaves=7
num_cat=0
split_feature=50 15 16 0 0 4
split_gain=3.54067e-05 4.53309e-05 3.63434e-05 3.61269e-05 4.23697e-05 2.6093e-05
threshold=0.079410000000000008 -0.15914499999999995 -0.36241499999999999 -0.10607499999999999 -0.060129999999999996 -0.35136499999999998
decision_type=2 2 2 2 2 2
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right_child=-2 2 3 4 5 -7
leaf_value=0.0004281004867828329 -0.00035031973400628466 -0.000334840714061982 0.00026991729392615864 -0.00036481114988685839 -0.00010895287243714467 0.00028683298572045832
leaf_weight=0.0010056533545448523 0.0010117196456455061 0.0011549197647501164 0.0018688571287154626 0.001215973972868053 0.0013450088542629887 0.0012225035569989934
leaf_count=306 609 221 242 1356 188 199
internal_value=0 3.95184e-05 -1.78877e-05 4.6874e-05 -6.32985e-05 7.94979e-05
internal_weight=0 0.00781292 0.00680726 0.00565234 0.00378349 0.00256751
internal_count=3121 2512 2206 1985 1743 387
is_linear=0
shrinkage=0.00196078


Tree=7342
num_leaves=7
num_cat=0
split_feature=50 15 4 48 4 12
split_gain=3.80782e-05 4.60747e-05 3.95209e-05 3.72134e-05 6.18858e-05 6.46579e-05
threshold=0.079410000000000008 -0.15026499999999995 0.098655000000000007 0.091545000000000015 -0.35136499999999998 0.084595000000000017
decision_type=2 2 2 2 2 2
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right_child=-2 2 -4 -5 5 -7
leaf_value=0.00042739049527413636 -0.00036091243222926742 -0.00040554191816787001 -0.00027739234731403046 0.00039693584334182759 0.00035682950698476983 -0.00023754699847719553
leaf_weight=0.0010141674854794828 0.0010459875544414554 0.0011450344412531014 0.0017232457370314471 0.0010402706742248472 0.0018491276116189303 0.0011358983715853842
leaf_count=318 609 161 270 209 409 1145
internal_value=0 3.71769e-05 -2.02304e-05 6.54804e-05 -1.80059e-05 0.00013065
internal_weight=0 0.00790774 0.00689358 0.00517033 0.00413006 0.00298503
internal_count=3121 2512 2194 1924 1715 1554
is_linear=0
shrinkage=0.00196078


Tree=7343
num_leaves=7
num_cat=0
split_feature=4 150 13 0 43 13
split_gain=9.79371e-06 1.66663e-05 3.1666e-05 2.71227e-05 3.64906e-05 1.82518e-05
threshold=0.26790000000000008 0.086615000000000011 -0.13710499999999998 -0.10011499999999998 -0.0030899999999999994 -0.0021749999999999994
decision_type=2 2 2 2 2 2
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internal_weight=0 0.0067532 0.00571863 0.00470887 0.00308484 0.00202932
internal_count=3121 2744 2477 2348 2060 1435
is_linear=0
shrinkage=0.1


Tree=7344
num_leaves=8
num_cat=0
split_feature=50 15 4 2 1 3 16
split_gain=3.57793e-05 3.71626e-05 4.88955e-05 2.99368e-05 3.27184e-05 2.62031e-05 2.57963e-05
threshold=0.079410000000000008 -0.15914499999999995 0.23246000000000003 0.098260000000000014 0.086560000000000012 0.10542000000000001 -0.014034999999999997
decision_type=2 2 2 2 2 2 2
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right_child=-2 2 -4 5 -6 -7 -8
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internal_weight=0 0.00790252 0.00690217 0.00589348 0.00381189 0.00208159 0.00206217
internal_count=3121 2512 2206 2034 1503 531 1133
is_linear=0
shrinkage=0.00196078


Tree=7345
num_leaves=7
num_cat=0
split_feature=50 15 16 48 0 52
split_gain=3.62033e-05 3.60399e-05 3.75683e-05 5.67221e-05 5.39171e-05 5.05494e-05
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decision_type=2 2 2 2 2 2
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leaf_weight=0.0010336608165926178 0.0010725180509194082 0.0012164412225657284 0.0014331854033713125 0.0010378805579401955 0.0018964631626750723 0.0015882249782412966
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internal_weight=0 0.00820586 0.0071722 0.00595575 0.00491787 0.00348469
internal_count=3121 2512 2206 1985 1765 1584
is_linear=0
shrinkage=0.00196078


Tree=7346
num_leaves=8
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split_feature=50 15 16 2 133 52 4
split_gain=2.54655e-05 3.7037e-05 3.60224e-05 5.63023e-05 6.62631e-05 9.97182e-05 8.64387e-05
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decision_type=2 2 2 2 2 2 2
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internal_weight=0 0.00804638 0.00703409 0.00585403 0.00460491 0.00359632 0.00258883
internal_count=3121 2512 2206 1985 1634 1025 584
is_linear=0
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Tree=7347
num_leaves=8
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split_feature=50 15 4 2 13 1 3
split_gain=2.3074e-05 3.82207e-05 6.09671e-05 2.98959e-05 3.91104e-05 4.20524e-05 2.85899e-05
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decision_type=2 2 2 2 2 2 2
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internal_weight=0 0.0080028 0.00698501 0.00597335 0.0038591 0.00269774 0.00211425
internal_count=3121 2512 2194 2025 1497 649 528
is_linear=0
shrinkage=0.00196078


Tree=7348
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split_feature=50 16 160 43 49 0
split_gain=2.52707e-05 3.30994e-05 5.76034e-05 3.87448e-05 2.92423e-05 2.76393e-05
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decision_type=2 2 2 2 2 2
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leaf_count=215 609 372 355 375 272 923
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internal_weight=0 0.00779958 0.0036228 0.00255123 0.00417678 0.00287337
internal_count=3121 2512 1102 730 1410 1195
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shrinkage=0.00196078


Tree=7349
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split_feature=13 48 1 48 0 16
split_gain=1.17258e-05 2.29706e-05 3.15536e-05 2.56985e-05 5.34741e-05 5.94928e-05
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decision_type=2 2 2 2 2 2
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internal_weight=0 0.00712114 0.00611827 0.00473502 0.00360382 0.00256754
internal_count=3121 2952 2807 2505 2142 1867
is_linear=0
shrinkage=0.1


Tree=7350
num_leaves=8
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split_feature=50 15 4 2 13 1 3
split_gain=4.56034e-05 3.53802e-05 4.62708e-05 3.68045e-05 4.85687e-05 5.29235e-05 2.56014e-05
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decision_type=2 2 2 2 2 2 2
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right_child=-2 2 -4 6 5 -7 -8
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leaf_weight=0.0010127877014548883 0.0010463885569103023 0.0011692817671663381 0.0010059189672174213 0.0010383710652998998 0.0013093186382421866 0.0013904857560472033 0.0011199793489617294
leaf_count=306 609 852 172 440 488 163 91
internal_value=0 4.4515e-05 -4.82437e-06 6.01463e-05 -5.42919e-05 9.02845e-05 0.000265289
internal_weight=0 0.00804614 0.00703336 0.00602744 0.00386909 0.0026998 0.00215835
internal_count=3121 2512 2206 2034 1503 651 531
is_linear=0
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Tree=7351
num_leaves=6
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split_feature=484 12 52 49 15
split_gain=1.09421e-05 2.09687e-05 3.92722e-05 2.85202e-05 7.0805e-05
threshold=0.044540000000000003 0.10388500000000002 0.070205000000000017 -0.043469999999999995 -0.016799999999999995
decision_type=2 2 2 2 2
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leaf_weight=0.0012665959899643797 0.0010025691228517514 0.0010062733084900558 0.0018714746796618543 0.0017888401885240287 0.0012231387782651545
leaf_count=284 435 321 806 670 605
internal_value=0 -0.00142226 0.000767309 -0.0045177 -0.00981214
internal_weight=0 0.00715632 0.00615005 0.00427857 0.00301198
internal_count=3121 2686 2365 1559 1275
is_linear=0
shrinkage=0.1


Tree=7352
num_leaves=7
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split_feature=4 16 48 13 4 1
split_gain=1.24884e-05 1.77494e-05 1.92145e-05 2.84155e-05 2.53844e-05 1.08865e-05
threshold=0.26790000000000008 -0.092484999999999984 0.084855000000000014 -0.033284999999999988 -0.04890499999999999 0.089175000000000018
decision_type=2 2 2 2 2 2
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leaf_count=354 377 1008 404 625 228 125
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internal_weight=0 0.00679659 0.00476068 0.00357532 0.00216111 0.00203591
internal_count=3121 2744 2265 1861 853 479
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shrinkage=0.1


Tree=7353
num_leaves=7
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split_feature=50 4 42 16 48 13
split_gain=2.95785e-05 2.9265e-05 2.65148e-05 2.96046e-05 5.3972e-05 4.79573e-05
threshold=0.079410000000000008 0.36766000000000004 -1.0000000180025095e-35 -0.094359999999999986 0.084855000000000014 -0.033284999999999988
decision_type=2 2 2 2 2 2
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right_child=-2 -3 3 4 -6 -7
leaf_value=-0.00026521793166674445 -0.00031369333667512884 0.00033860189458484799 -0.00016550633978344809 -0.00026108749919535401 0.00052764463150930412 0.00026334147587439327
leaf_weight=0.0012445549925426081 0.0010185570242271132 0.0010959709084946319 0.0016593715760455045 0.0013357469112457738 0.0010438177876710662 0.0013459359420791442
leaf_count=673 609 303 253 754 291 238
internal_value=0 4.17897e-05 -7.27906e-06 5.23359e-05 0.000149365 2.12327e-06
internal_weight=0 0.0077254 0.00662943 0.00538487 0.0037255 0.00268168
internal_count=3121 2512 2209 1536 1283 992
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Tree=7354
num_leaves=7
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split_feature=13 51 47 0 15 3
split_gain=1.30686e-05 1.8106e-05 2.91448e-05 4.7359e-05 5.14809e-05 0.000100373
threshold=-0.23438999999999996 0.087505000000000013 0.10699500000000002 -0.11991499999999998 0.088235000000000022 -0.10519499999999998
decision_type=2 2 2 2 2 2
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leaf_value=0.010437433424546979 0.017606366614045747 -0.013070734214178757 -0.014711085551642548 0.011608900193894147 0.015001107349284599 -0.031143469282280012
leaf_weight=0.0010383468902497263 0.0016570874455571608 0.0011482802839279755 0.0010237344144740134 0.0010027924547835337 0.0010587429508116856 0.0012139427526764374
leaf_count=169 288 388 142 222 580 1332
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internal_weight=0 0.00710458 0.0059563 0.00493257 0.00327548 0.00221674
internal_count=3121 2952 2564 2422 2134 1554
is_linear=0
shrinkage=0.1


Tree=7355
num_leaves=7
num_cat=0
split_feature=50 15 15 43 0 13
split_gain=3.51667e-05 4.67403e-05 4.22948e-05 4.04938e-05 5.92198e-05 3.8125e-05
threshold=0.079410000000000008 -0.15026499999999995 -0.095869999999999983 0.016310000000000002 -0.10474999999999998 0.016935000000000002
decision_type=2 2 2 2 2 2
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right_child=-2 2 3 -5 5 -7
leaf_value=0.0004205278507717172 -0.00034235770816150356 -0.00034023400793335593 0.00026586916079448657 0.00033141566639920952 -0.00041708130509442517 5.0946619723687491e-05
leaf_weight=0.0010742415699016164 0.0010464279170969261 0.0012847317247768105 0.0015218895833845544 0.0014906406894872179 0.0015632031534813606 0.0011699837168785419
leaf_count=318 609 230 245 278 1176 265
internal_value=0 3.95954e-05 -1.86105e-05 5.33039e-05 -4.41244e-05 -0.000216735
internal_weight=0 0.00810469 0.00703045 0.00574572 0.00425508 0.00273319
internal_count=3121 2512 2194 1964 1686 1441
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Tree=7356
num_leaves=7
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split_feature=50 15 4 160 1 43
split_gain=3.53853e-05 5.09588e-05 5.1046e-05 3.4482e-05 2.89545e-05 3.53656e-05
threshold=0.079410000000000008 -0.15914499999999995 0.098655000000000007 -0.027994999999999996 0.086560000000000012 -0.014584999999999999
decision_type=2 2 2 2 2 2
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right_child=-2 2 -4 4 -6 -7
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leaf_count=306 609 487 277 510 423 509
internal_value=0 3.76501e-05 -2.11199e-05 7.47469e-05 -1.08824e-05 0.000124514
internal_weight=0 0.00817829 0.00714775 0.00535523 0.00413151 0.00245868
internal_count=3121 2512 2206 1929 1442 1019
is_linear=0
shrinkage=0.00196078


Tree=7357
num_leaves=8
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split_feature=11 3 3 1 3 2 1
split_gain=3.06652e-05 3.16143e-05 5.34729e-05 3.4676e-05 7.81785e-05 7.23673e-05 2.46818e-05
threshold=0.076920000000000002 -0.10519499999999998 -0.078934999999999991 0.094385000000000011 0.095270000000000007 0.092875000000000013 0.11507500000000002
decision_type=2 2 2 2 2 2 2
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leaf_count=195 226 1329 291 405 121 395 159
internal_value=0 3.1034e-05 -1.89893e-05 5.76597e-05 0.000194925 -0.000107291 -2.19459e-05
internal_weight=0 0.00828708 0.00707929 0.00588809 0.00321375 0.00267434 0.00213839
internal_count=3121 2895 2700 1371 685 686 280
is_linear=0
shrinkage=0.00196078


Tree=7358
num_leaves=6
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split_feature=3 52 0 0 0
split_gain=1.14963e-05 2.20886e-05 2.76561e-05 3.7406e-05 2.71905e-05
threshold=0.13524500000000003 0.10611000000000001 -0.084269999999999984 -0.17169499999999996 -0.053834999999999994
decision_type=2 2 2 2 2
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leaf_weight=0.0014335480024285116 0.0011978952481942863 0.0011462639114052115 0.0011348168050102434 0.0017485117223387547 0.0015150658631748646
leaf_count=146 192 524 870 976 413
internal_value=0 -0.0016082 0.000886101 -0.00539807 0.00843232
internal_weight=0 0.00697821 0.00583194 0.00318206 0.00264988
internal_count=3121 2929 2405 1122 1283
is_linear=0
shrinkage=0.1


Tree=7359
num_leaves=6
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split_feature=12 51 51 42 15
split_gain=1.13721e-05 3.10831e-05 3.04152e-05 3.30943e-05 4.5468e-05
threshold=-0.010834999999999999 -0.076794999999999988 0.087505000000000013 1.0000000180025095e-35 -0.008624999999999999
decision_type=2 2 2 2 2
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leaf_weight=0.0011342394993985941 0.0010017214940386751 0.0014170139300665749 0.0011623356236331846 0.0018367495212346925 0.0016120874213376144
leaf_count=421 477 300 378 993 552
internal_value=0 -0.00154828 0.00116233 0.00463401 0.0110559
internal_weight=0 0.00702991 0.00602819 0.00486585 0.0030291
internal_count=3121 2700 2223 1845 852
is_linear=0
shrinkage=0.1


Tree=7360
num_leaves=7
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split_feature=50 484 133 52 4 0
split_gain=3.35023e-05 3.83628e-05 3.82031e-05 4.76614e-05 9.93458e-05 3.03345e-05
threshold=0.079410000000000008 0.073690000000000019 0.091410000000000005 0.070205000000000017 0.24564500000000003 -0.10011499999999998
decision_type=2 2 2 2 2 2
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internal_weight=0 0.0079996 0.00699106 0.00589525 0.00438029 0.00305761
internal_count=3121 2512 2172 1751 1182 914
is_linear=0
shrinkage=0.00196078


Tree=7361
num_leaves=7
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split_feature=50 15 43 457 16 0
split_gain=5.86366e-05 4.86664e-05 4.86184e-05 5.09754e-05 0.000103209 8.5409e-05
threshold=0.079410000000000008 -0.15026499999999995 0.016310000000000002 0.045365000000000009 -0.084119999999999986 -0.053834999999999994
decision_type=2 2 2 2 2 2
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leaf_count=318 609 458 310 246 906 274
internal_value=0 4.92216e-05 -8.6021e-06 -9.42393e-05 -0.000188788 2.16141e-05
internal_weight=0 0.00820137 0.00715304 0.0055855 0.00445141 0.00297432
internal_count=3121 2512 2194 1884 1638 1180
is_linear=0
shrinkage=0.00196078


Tree=7362
num_leaves=7
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split_feature=50 15 4 4 1 43
split_gain=2.89662e-05 4.049e-05 3.40976e-05 3.64148e-05 5.79215e-05 3.14446e-05
threshold=0.079410000000000008 -0.15026499999999995 0.098655000000000007 0.0052350000000000009 0.086560000000000012 -0.014584999999999999
decision_type=2 2 2 2 2 2
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internal_weight=0 0.00784464 0.00683864 0.00513199 0.00365887 0.00259662
internal_count=3121 2512 2194 1924 1644 1170
is_linear=0
shrinkage=0.00196078


Tree=7363
num_leaves=7
num_cat=0
split_feature=159 160 47 42 1 16
split_gain=1.01406e-05 4.80002e-05 2.92451e-05 3.71774e-05 3.69993e-05 2.74738e-05
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decision_type=2 2 2 2 2 2
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internal_weight=0 0.00715638 0.00615484 0.00465822 0.00361898 0.0021991
internal_count=3121 2594 1910 1713 1282 884
is_linear=0
shrinkage=0.1


Tree=7364
num_leaves=7
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split_feature=50 15 0 0 43 43
split_gain=2.47844e-05 3.47526e-05 4.14763e-05 4.52785e-05 6.05891e-05 2.28844e-05
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decision_type=2 2 2 2 2 2
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internal_value=0 2.91716e-05 -2.09709e-05 6.23733e-05 -2.61625e-05 -0.000176264
internal_weight=0 0.00784495 0.00683583 0.00526736 0.00425755 0.00301572
internal_count=3121 2512 2194 2027 1804 1546
is_linear=0
shrinkage=0.00196078


Tree=7365
num_leaves=7
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split_feature=50 15 4 43 0 4
split_gain=4.09377e-05 4.95953e-05 4.64415e-05 2.79662e-05 5.62274e-05 6.83728e-05
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decision_type=2 2 2 2 2 2
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internal_weight=0 0.00810653 0.00708882 0.0052769 0.00407353 0.00277306
internal_count=3121 2512 2206 1929 1675 1381
is_linear=0
shrinkage=0.00196078


Tree=7366
num_leaves=7
num_cat=0
split_feature=13 48 1 48 0 16
split_gain=1.03194e-05 2.1672e-05 3.20358e-05 2.21199e-05 4.31433e-05 4.67693e-05
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decision_type=2 2 2 2 2 2
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leaf_count=169 275 142 302 366 960 907
internal_value=0 -0.0014228 0.000806683 -0.00307436 -0.00689008 2.83654e-05
internal_weight=0 0.00716231 0.00615175 0.00477161 0.00363115 0.0025884
internal_count=3121 2952 2810 2508 2142 1867
is_linear=0
shrinkage=0.1


Tree=7367
num_leaves=7
num_cat=0
split_feature=42 0 12 49 3 3
split_gain=1.0941e-05 1.55724e-05 3.62345e-05 3.76237e-05 3.58427e-05 3.01926e-05
threshold=-1.0000000180025095e-35 -0.062764999999999974 0.088365000000000013 -0.006494999999999999 0.095270000000000007 -0.10023499999999998
decision_type=2 2 2 2 2 2
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leaf_value=-0.0080823370147834125 -0.009968886277088175 0.021239717691264148 -0.016066883744639927 0.024644614228700536 -0.0012477585546027611 -0.0026487543107325162
leaf_weight=0.0014082947264654365 0.0012579822572559595 0.0010084264479828084 0.0012661072162519086 0.0010798657302234006 0.0010588760140164549 0.0011130669718844102
leaf_count=862 351 174 645 616 138 335
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internal_weight=0 0.00678432 0.00466283 0.00339672 0.00213874 0.00212149
internal_count=3121 2259 1750 1105 754 509
is_linear=0
shrinkage=0.1


Tree=7368
num_leaves=8
num_cat=0
split_feature=50 15 16 2 0 52 0
split_gain=2.6522e-05 4.13054e-05 3.64098e-05 7.07813e-05 6.59312e-05 3.58483e-05 2.05913e-05
threshold=0.079410000000000008 -0.15026499999999995 -0.014034999999999997 0.092755000000000018 -0.053834999999999994 0.096795000000000006 -0.10607499999999999
decision_type=2 2 2 2 2 2 2
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right_child=-2 2 4 -5 5 -7 -8
leaf_value=0.00038789251247600996 -0.00029884793928113375 0.00023843705422713169 0.00044988165606166394 -0.00050259172301200231 -0.00033457643840924966 0.00016512066714585274 -0.00013657318835218673
leaf_weight=0.0010587569873383986 0.0010928067083792086 0.0011436529099119958 0.001382181451815056 0.0014413691979915976 0.0011560230319146974 0.0010563440642910272 0.001108625809104894
leaf_count=318 609 118 732 413 263 41 627
internal_value=0 2.59985e-05 -2.65738e-05 -0.000163291 0.000113913 -9.59849e-05 5.3848e-05
internal_weight=0 0.00834695 0.0072882 0.00369365 0.00359455 0.00221237 0.00225228
internal_count=3121 2512 2194 1158 1036 304 745
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shrinkage=0.00196078


Tree=7369
num_leaves=7
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split_feature=1 43 4 12 0 4
split_gain=1.16803e-05 2.68018e-05 3.97258e-05 2.27193e-05 3.16133e-05 1.68936e-05
threshold=0.104035 -0.083134999999999987 -0.0016099999999999997 0.051320000000000005 -0.15202999999999997 -0.087894999999999987
decision_type=2 2 2 2 2 2
left_child=1 -1 5 4 -2 -3
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leaf_value=0.0083902252531824033 -0.0012881155424325796 -0.0077945576971558406 -0.021111316939188919 -0.0064154192768823481 0.023432362355459493 0.010031639668080738
leaf_weight=0.0014327408579570947 0.0010480673939271272 0.0011154482903111809 0.0013727377976856941 0.0011924830448177687 0.0010215358227816163 0.0010157136209169814
leaf_count=661 94 214 494 237 360 1061
internal_value=0 -0.00313258 -0.00784425 0.00457888 0.0109137 0.000701423
internal_weight=0 0.00493664 0.0035039 0.00326209 0.0020696 0.00213116
internal_count=3121 2430 1769 691 454 1275
is_linear=0
shrinkage=0.1


Tree=7370
num_leaves=8
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split_feature=50 15 0 0 43 0 2
split_gain=3.06807e-05 3.31962e-05 3.83711e-05 5.94238e-05 6.13098e-05 4.10661e-05 5.27317e-05
threshold=0.079410000000000008 -0.15026499999999995 -0.14920999999999998 -0.10607499999999999 0.016310000000000002 -0.076899999999999982 0.088300000000000003
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -3 -4 5 -5 -7
right_child=-2 2 3 4 -6 6 -8
leaf_value=0.00035936503934277714 -0.00031943888754830922 -0.00027677476064170395 0.00048066558486414861 -0.00050088941600202441 0.00032210120598053112 0.00029916250638344907 -0.00031482758733539749
leaf_weight=0.0010422120097596686 0.0010782541775511889 0.0016584256709578317 0.0010603352747842864 0.0010428696097635713 0.0013104348401500937 0.0010121410052609373 0.0011474803183217715
leaf_count=318 609 167 223 973 258 177 396
internal_value=0 3.22046e-05 -1.4945e-05 6.29673e-05 -3.51731e-05 -0.000181367 -2.70713e-05
internal_weight=0 0.0082739 0.00723169 0.00557326 0.00451293 0.00320249 0.00215962
internal_count=3121 2512 2194 2027 1804 1546 573
is_linear=0
shrinkage=0.00196078


Tree=7371
num_leaves=8
num_cat=0
split_feature=50 15 47 3 3 12 42
split_gain=4.22617e-05 4.79534e-05 2.8278e-05 6.58324e-05 4.16644e-05 5.90588e-05 4.9763e-05
threshold=0.079410000000000008 -0.15026499999999995 0.096175000000000024 0.10542000000000001 0.013900000000000001 0.084100000000000022 0.088200000000000014
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 4 5 -3 -7
right_child=-2 2 -4 -5 -6 6 -8
leaf_value=0.00044222836805078648 -0.00037714240714417478 0.00036629328359629473 -0.00028702841274499404 0.00043776086416489241 -0.00041781131859290447 -0.00046222660622081952 0.00013886900396975179
leaf_weight=0.0010200144254556929 0.0010281306132405273 0.0012876028580883275 0.0011985878812261676 0.00127026126952361 0.0010131349830995728 0.0010751183903392055 0.0010434212322932991
leaf_count=318 609 390 185 135 110 849 525
internal_value=0 4.54485e-05 -1.33079e-05 4.43555e-05 -6.87236e-05 3.51103e-05 -0.000166176
internal_weight=0 0.00790814 0.00688813 0.00568954 0.00441928 0.00340614 0.00211854
internal_count=3121 2512 2194 2009 1874 1764 1374
is_linear=0
shrinkage=0.00196078


Tree=7372
num_leaves=7
num_cat=0
split_feature=43 1 16 4 13 0
split_gain=1.15551e-05 3.01303e-05 5.32104e-05 3.8455e-05 2.60342e-05 2.43623e-05
threshold=-0.24021999999999996 0.11829500000000003 0.15891500000000003 -0.082109999999999975 -0.086919999999999983 -0.10224499999999999
decision_type=2 2 2 2 2 2
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right_child=1 -3 -4 4 5 -7
leaf_value=-0.0097777572671203621 0.020052256236622823 0.016729290359729879 -0.02219495512545713 -0.01492819138228452 -0.0035801428276464177 0.015351659272367575
leaf_weight=0.0010661683867009093 0.0010331404890958238 0.0010850928248218525 0.0010200028456702698 0.001071389613293572 0.0018762485251489522 0.0010658708459349146
leaf_count=166 488 350 399 439 257 1022
internal_value=0 0.00138182 -0.00136325 0.00284714 -0.00158172 0.00327847
internal_weight=0 0.00715175 0.00606665 0.00504665 0.00401351 0.00294212
internal_count=3121 2955 2605 2206 1718 1279
is_linear=0
shrinkage=0.1


Tree=7373
num_leaves=8
num_cat=0
split_feature=50 15 16 48 2 15 3
split_gain=3.87136e-05 3.08939e-05 3.31915e-05 6.7166e-05 5.92677e-05 3.87075e-05 5.26684e-05
threshold=0.079410000000000008 -0.15026499999999995 -0.094359999999999986 0.087555000000000008 0.092875000000000013 -0.016799999999999995 -0.013929999999999998
decision_type=2 2 2 2 2 2 2
left_child=1 -1 4 5 -3 -4 -7
right_child=-2 2 3 -5 -6 6 -8
leaf_value=0.00035756704691025675 -0.00036464637507049798 7.9759627763391542e-05 -0.00035740589204251081 0.00052948633014753325 -0.00055989049719684832 -0.00017069095891062189 0.00038903771896889035
leaf_weight=0.001010928016592358 0.0010418537892491501 0.0012522886897921733 0.0010488093171551593 0.0010210885816626294 0.0010029557104478267 0.0013938416432794606 0.0012051775221534405
leaf_count=318 609 192 423 262 209 988 120
internal_value=0 3.73728e-05 -9.37559e-06 8.49758e-05 -0.000204707 -3.94501e-05 8.88579e-05
internal_weight=0 0.00793509 0.00692416 0.00466892 0.00225524 0.00364783 0.00259902
internal_count=3121 2512 2194 1793 401 1531 1108
is_linear=0
shrinkage=0.00196078


Tree=7374
num_leaves=5
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split_feature=15 1 47 48
split_gain=1.19213e-05 3.60206e-05 4.48803e-05 4.51969e-05
threshold=0.035560000000000008 1.0000000180025095e-35 0.087235000000000021 0.085130000000000025
decision_type=2 2 2 2
left_child=1 -1 3 -3
right_child=-2 2 -4 -5
leaf_value=-0.010451201320326337 -0.0071525149463473438 0.025644021624152309 -0.0048957976529057619 -0.00078282939614673138
leaf_weight=0.0017063537043697421 0.0018419528210103066 0.0015989505050833161 0.001979796738043319 0.0010872140712356239
leaf_count=851 1180 604 297 189
internal_value=0 0.00198143 0.00652807 0.0149479
internal_weight=0 0.00637232 0.00466596 0.00268616
internal_count=3121 1941 1090 793
is_linear=0
shrinkage=0.1


Tree=7375
num_leaves=6
num_cat=0
split_feature=50 3 2 2 15
split_gain=4.06582e-05 2.8318e-05 4.37842e-05 7.07574e-05 2.58135e-05
threshold=0.079410000000000008 -0.10519499999999998 0.11389000000000002 0.098260000000000014 -0.016799999999999995
decision_type=2 2 2 2 2
left_child=1 -1 3 4 -3
right_child=-2 2 -4 -5 -6
leaf_value=0.00025182888373694999 -0.00037150447619307525 -0.00023843975749187997 -0.00037079420681421021 0.00043627405103232567 9.695631299323174e-05
leaf_weight=0.0018729229875892942 0.0010384524666436365 0.0019803633638498319 0.0011372736292914751 0.001361798843466498 0.0015910580136860404
leaf_count=348 609 635 355 292 882
internal_value=0 4.10585e-05 -2.39702e-05 5.59844e-05 -8.90218e-05
internal_weight=0 0.00794342 0.00607049 0.00493322 0.00357142
internal_count=3121 2512 2164 1809 1517
is_linear=0
shrinkage=0.00196078


Tree=7376
num_leaves=6
num_cat=0
split_feature=13 4 4 15 52
split_gain=1.29445e-05 1.96168e-05 3.60079e-05 2.82305e-05 2.64602e-05
threshold=-0.23438999999999996 0.0061450000000000003 0.098655000000000007 -0.14147499999999996 -0.0064899999999999992
decision_type=2 2 2 2 2
left_child=-1 4 -3 -4 -2
right_child=1 2 3 -5 -6
leaf_value=0.01028487386027001 -0.017876264178433368 0.016303326606456222 0.0089469000137312737 -0.012890987018909013 0.0002170784619039695
leaf_weight=0.0010537047623527971 0.0013668760097699083 0.0013686783207727499 0.0010024120011956829 0.0014457299004935304 0.0019777828861599969
leaf_count=169 903 325 231 238 1255
internal_value=0 -0.00158622 0.00331313 -0.00394928 -0.00717721
internal_weight=0 0.00716148 0.00381682 0.00244814 0.00334466
internal_count=3121 2952 794 469 2158
is_linear=0
shrinkage=0.1


Tree=7377
num_leaves=8
num_cat=0
split_feature=50 4 151 49 42 15 12
split_gain=3.42787e-05 4.31896e-05 4.16677e-05 7.19933e-05 5.06441e-05 5.503e-05 0.00010146
threshold=0.079410000000000008 0.36766000000000004 -0.024429999999999997 -0.054319999999999993 0.086665000000000006 -0.037864999999999989 0.051320000000000005
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 -4 5 -5 -7
right_child=-2 -3 3 4 -6 6 -8
leaf_value=0.00031938960572509264 -0.00032816009632051171 0.00038012199931476812 -0.00051582374402513024 -0.00024869740501291246 -0.00032440435266935962 0.00077430752579877129 -1.3907038159598444e-05
leaf_weight=0.0011738148521256483 0.0011118366295254532 0.0012155605008416703 0.0011943674636060485 0.0010355973193535766 0.0012282022029644988 0.001008828795272961 0.0016626384536832205
leaf_count=363 609 303 155 343 637 124 587
internal_value=0 3.79057e-05 -1.90515e-05 -8.38625e-05 2.0675e-05 0.000135005 0.000283747
internal_weight=0 0.00851901 0.00730345 0.00612963 0.00493527 0.00370706 0.00267147
internal_count=3121 2512 2209 1846 1691 1054 711
is_linear=0
shrinkage=0.00196078


Tree=7378
num_leaves=7
num_cat=0
split_feature=13 2 48 0 12 1
split_gain=1.08894e-05 2.45192e-05 5.21277e-05 2.78035e-05 4.45435e-05 1.76974e-05
threshold=-0.091054999999999983 0.11215000000000001 0.083985000000000018 -0.053834999999999994 0.088930000000000023 0.087325000000000014
decision_type=2 2 2 2 2 2
left_child=5 2 3 4 -2 -1
right_child=1 -3 -4 -5 -6 -7
leaf_value=-0.0025412094253806188 -0.013041610534466739 -0.013942219875002885 0.018705873190062047 -0.017049917371201276 0.015201515112057638 0.015781236289816852
leaf_weight=0.0011145669288316726 0.0010778365669573721 0.0013775818124185449 0.0012531254584216204 0.0012458567763184917 0.0011587602818090917 0.0010002552425997153
leaf_count=236 867 398 358 254 763 245
internal_value=0 -0.00220006 0.00121574 -0.0050779 0.00159089 0.00612483
internal_weight=0 0.00611316 0.00473558 0.00348245 0.0022366 0.00211482
internal_count=3121 2640 2242 1884 1630 481
is_linear=0
shrinkage=0.1


Tree=7379
num_leaves=6
num_cat=0
split_feature=0 42 15 47 1
split_gain=1.21173e-05 2.09438e-05 7.10068e-05 3.91036e-05 3.03689e-05
threshold=-0.019414999999999998 0.091295000000000015 0.035560000000000008 1.0000000180025095e-35 0.093575000000000019
decision_type=2 2 2 2 2
left_child=1 2 3 4 -1
right_child=-2 -3 -4 -5 -6
leaf_value=-0.0011912595364151266 0.0068040730267202188 0.010128304726723042 -0.026620899953384215 -0.010708803407691767 0.021455415808875593
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leaf_count=693 365 635 817 322 289
internal_value=0 -0.00220592 -0.00492269 0.00146639 0.00958327
internal_weight=0 0.00625016 0.00512198 0.00395687 0.00237411
internal_count=3121 2756 2121 1304 982
is_linear=0
shrinkage=0.1


Tree=7380
num_leaves=8
num_cat=0
split_feature=50 16 1 48 0 43 1
split_gain=2.82691e-05 3.11597e-05 4.69691e-05 4.39704e-05 3.85661e-05 3.27579e-05 1.31605e-05
threshold=0.079410000000000008 0.0047850000000000011 1.0000000180025095e-35 0.086035000000000014 -0.053834999999999994 -1.0000000180025095e-35 0.095950000000000021
decision_type=2 2 2 2 2 2 2
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right_child=-2 4 3 -5 5 -7 -8
leaf_value=-0.00037427634481974052 -0.00030825782044580785 0.00050022625754691033 0.00039353221712898936 -0.000201799919847306 -0.00020309457912891723 0.00028080832452293908 7.926230471167225e-05
leaf_weight=0.0013815288104912764 0.0010779574070372009 0.0010001897746455247 0.0010405435170006169 0.0015140570933068996 0.0010966103259104801 0.001055559943145136 0.0010091526161661673
leaf_count=1098 609 409 185 206 142 167 305
internal_value=0 2.9747e-05 -6.73642e-05 5.16137e-05 0.000182091 3.42419e-05 0.000238804
internal_weight=0 0.00809764 0.00494528 0.00356375 0.00315236 0.00215217 0.0020497
internal_count=3121 2512 1794 696 718 309 490
is_linear=0
shrinkage=0.00196078


Tree=7381
num_leaves=6
num_cat=0
split_feature=15 48 49 0 43
split_gain=1.20339e-05 2.25987e-05 3.92996e-05 7.81973e-05 3.25852e-05
threshold=-0.11713499999999999 0.092475000000000016 -0.058769999999999996 -0.10011499999999998 -0.074359999999999996
decision_type=2 2 2 2 2
left_child=-1 2 -2 -4 -5
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leaf_value=-0.008111071818525507 -0.018606331551231158 0.015177725394129996 0.022058958771139135 0.005406147301198802 -0.015045309604325811
leaf_weight=0.0015134152090547628 0.0010117799204257538 0.0010574220425097879 0.0014852720412192109 0.0014239284831104987 0.0017202426393575273
leaf_count=484 268 224 248 745 1152
internal_value=0 0.0017621 -0.000752598 0.00314939 -0.00578328
internal_weight=0 0.00669865 0.00564122 0.00462944 0.00314417
internal_count=3121 2637 2413 2145 1897
is_linear=0
shrinkage=0.1


Tree=7382
num_leaves=6
num_cat=0
split_feature=0 0 15 52 4
split_gain=1.21197e-05 2.93349e-05 3.54148e-05 3.95123e-05 1.91016e-05
threshold=-0.060129999999999996 -0.083914999999999976 -0.0063699999999999989 -0.0027449999999999996 -0.35136499999999998
decision_type=2 2 2 2 2
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leaf_value=-0.019349498875352231 -0.0032332286228668981 -0.018067099133990468 0.014543283539417952 0.0038114212166810687 0.013451086711160874
leaf_weight=0.0011935018711077443 0.001331735342670184 0.0010204577795394441 0.0013091747953424258 0.0019239965745927012 0.0014156467967607607
leaf_count=467 227 1065 509 507 346
internal_value=0 -0.00278266 0.000740782 -0.0050555 0.00536372
internal_weight=0 0.00544713 0.00442667 0.0031175 0.00274738
internal_count=3121 2548 1483 974 573
is_linear=0
shrinkage=0.1


Tree=7383
num_leaves=7
num_cat=0
split_feature=50 16 160 52 52 0
split_gain=3.2399e-05 2.55196e-05 5.43424e-05 3.77069e-05 3.51544e-05 3.58079e-05
threshold=0.079410000000000008 -0.014034999999999997 -0.054789999999999998 0.091275000000000009 0.0046550000000000003 -0.11756999999999999
decision_type=2 2 2 2 2 2
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leaf_value=-0.00012615590224840273 -0.00032925303593718834 0.00054063474739917208 -0.0001876773081975503 0.00029983164492348974 -0.00037879872755060333 0.00030443375732326508
leaf_weight=0.0019211172759702076 0.0010243225928945748 0.0010403110526469982 0.0015160382625877644 0.001020632499208671 0.0010203820460759762 0.0012103245706802869
leaf_count=232 609 372 672 58 808 370
internal_value=0 4.18569e-05 0.000163244 8.4725e-06 -6.27233e-05 4.02701e-05
internal_weight=0 0.00772881 0.00357698 0.00253667 0.00415182 0.00313144
internal_count=3121 2512 1102 730 1410 602
is_linear=0
shrinkage=0.00196078


Tree=7384
num_leaves=7
num_cat=0
split_feature=50 15 43 2 1 1
split_gain=3.56832e-05 3.42237e-05 3.13836e-05 4.45217e-05 3.72113e-05 3.41234e-05
threshold=0.079410000000000008 -0.15026499999999995 0.016310000000000002 0.095195000000000016 0.10234000000000001 0.086560000000000012
decision_type=2 2 2 2 2 2
left_child=1 -1 3 5 -5 -3
right_child=-2 2 -4 4 -6 -7
leaf_value=0.0003815151640510055 -0.00034046213452902912 0.00030051070740197129 0.00024461219658331859 -0.00057285002668298792 -4.5095842143497889e-05 -0.00010357418727410099
leaf_weight=0.0010085602496437999 0.0010506548025977598 0.001380972559578584 0.0015076872989711349 0.0010013609332974139 0.0010546379576278136 0.0019212948207727187
leaf_count=318 609 905 310 368 240 371
internal_value=0 4.42428e-05 -5.3001e-06 -7.56194e-05 -0.000302135 6.54098e-05
internal_weight=0 0.00787451 0.00686595 0.00535827 0.002056 0.00330227
internal_count=3121 2512 2194 1884 608 1276
is_linear=0
shrinkage=0.00196078


Tree=7385
num_leaves=6
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split_feature=0 3 43 1 1
split_gain=1.19402e-05 2.13931e-05 2.05189e-05 4.89419e-05 4.10491e-05
threshold=0.13134000000000004 0.12745000000000004 -0.09225499999999999 0.10557500000000002 0.089175000000000018
decision_type=2 2 2 2 2
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leaf_count=448 84 192 1554 393 450
internal_value=0 -0.00150823 0.000705324 0.00394635 -0.00330332
internal_weight=0 0.00715586 0.0061482 0.00467634 0.00311303
internal_count=3121 3037 2845 2397 2004
is_linear=0
shrinkage=0.1


Tree=7386
num_leaves=7
num_cat=0
split_feature=13 12 43 3 2 48
split_gain=1.13454e-05 1.97954e-05 3.76141e-05 4.79835e-05 7.74482e-05 2.58246e-05
threshold=-0.23438999999999996 0.092355000000000007 -0.092909999999999979 0.076840000000000006 0.088225000000000012 0.086035000000000014
decision_type=2 2 2 2 2 2
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leaf_weight=0.0010583760726322377 0.0010371844871146646 0.0015701672846047511 0.0011078690505597717 0.0010285516949833928 0.0013133552780952703 0.0010760600569249823
leaf_count=169 269 899 978 164 547 95
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internal_weight=0 0.00713319 0.00556302 0.00452584 0.00242122 0.00210461
internal_count=3121 2952 2053 1784 1525 259
is_linear=0
shrinkage=0.1


Tree=7387
num_leaves=6
num_cat=0
split_feature=50 3 47 1 2
split_gain=3.14099e-05 2.88632e-05 4.37681e-05 3.6533e-05 4.72938e-05
threshold=0.079410000000000008 -0.10519499999999998 0.077555000000000013 0.093575000000000019 0.092875000000000013
decision_type=2 2 2 2 2
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leaf_weight=0.0018364957038235737 0.0010304940425159776 0.0015953730766730995 0.0017503662716506939 0.0014322021393174027 0.0011606166307934012
leaf_count=348 609 915 299 472 478
internal_value=0 3.26729e-05 -3.37634e-05 7.50593e-05 -5.69555e-05
internal_weight=0 0.00777505 0.00593856 0.00418819 0.00275599
internal_count=3121 2512 2164 1865 1393
is_linear=0
shrinkage=0.00196078


Tree=7388
num_leaves=6
num_cat=0
split_feature=150 15 43 43 15
split_gain=1.20794e-05 2.70885e-05 4.29372e-05 5.20754e-05 2.18774e-05
threshold=0.081835000000000019 -0.037864999999999989 -0.084004999999999982 0.016310000000000002 -0.15026499999999995
decision_type=2 2 2 2 2
left_child=1 4 -3 -4 -1
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leaf_value=0.00087657733623841376 0.0082599890579618963 0.017286764373360988 -0.018248879103415029 0.0095200376600561229 -0.017631224793844599
leaf_weight=0.0011087887036416791 0.0014425846982648689 0.0014226224957389834 0.0013327650216261929 0.0013690311267057543 0.0015063947287343119
leaf_count=333 420 375 926 299 768
internal_value=0 -0.00182256 0.00322574 -0.00417805 -0.00978426
internal_weight=0 0.0067396 0.00412442 0.0027018 0.00261518
internal_count=3121 2701 1600 1225 1101
is_linear=0
shrinkage=0.1


Tree=7389
num_leaves=7
num_cat=0
split_feature=3 52 1 0 4 43
split_gain=1.08576e-05 2.20837e-05 2.76338e-05 6.51403e-05 8.77814e-05 2.31327e-05
threshold=0.13524500000000003 0.10611000000000001 0.11181500000000001 -0.17169499999999996 -0.0060199999999999993 -0.0037449999999999996
decision_type=2 2 2 2 2 2
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right_child=-2 -3 -4 4 -6 -7
leaf_value=0.026371296150262083 0.0087276495009522351 -0.014263430109492201 -0.010983511233932366 0.00019269908705265364 -0.024443359414396265 0.020982111442716528
leaf_weight=0.0010689070180626989 0.0012039722041574871 0.001143243210416851 0.0014572983723563949 0.0011515424467851594 0.001142347112847635 0.0010000505025135002
leaf_count=115 192 524 276 1006 545 463
internal_value=0 -0.00155701 0.000938891 0.00492127 -0.00203942 0.00985552
internal_weight=0 0.00696339 0.00582015 0.00436285 0.00329394 0.00215159
internal_count=3121 2929 2405 2129 2014 1469
is_linear=0
shrinkage=0.1


Tree=7390
num_leaves=7
num_cat=0
split_feature=50 484 133 3 16 4
split_gain=4.45758e-05 3.76879e-05 5.48324e-05 4.73256e-05 3.74749e-05 5.89802e-05
threshold=0.079410000000000008 0.073690000000000019 0.091410000000000005 -0.10023499999999998 -0.27167499999999994 0.0052350000000000009
decision_type=2 2 2 2 2 2
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right_child=-2 -3 -4 4 5 -7
leaf_value=0.00037529492940615455 -0.00038387291291047053 0.00039506167525100414 -0.00040873509027669153 -0.00031797635186564879 -0.00018797191723864381 0.0003360107207205629
leaf_weight=0.001445182292670104 0.0010650803558388778 0.001020682541723072 0.0011075997526593653 0.0012702313958171335 0.0016253163196656849 0.0016791961598520851
leaf_count=279 609 340 421 218 982 272
internal_value=0 4.26717e-05 -7.79159e-06 6.59776e-05 -3.17372e-05 7.82912e-05
internal_weight=0 0.00814821 0.00712753 0.00601993 0.00457474 0.00330451
internal_count=3121 2512 2172 1751 1472 1254
is_linear=0
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Tree=7391
num_leaves=7
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split_feature=50 3 3 2 2 4
split_gain=2.60635e-05 2.69551e-05 4.70445e-05 5.16866e-05 3.83562e-05 4.12151e-05
threshold=0.079410000000000008 -0.10519499999999998 -0.076669999999999988 0.11389000000000002 0.098260000000000014 0.0052350000000000009
decision_type=2 2 2 2 2 2
left_child=1 -1 -3 4 5 -4
right_child=-2 2 3 -5 -6 -7
leaf_value=0.00024094087815085597 -0.00030012035649001299 -0.00041866235044938233 -0.00028504124803121176 -0.00033152521139395111 0.00044800623427426295 0.00021846320426483816
leaf_weight=0.0018205798492421004 0.0010269264174979451 0.0010038320693436572 0.0010224953194312456 0.0010790149936863737 0.0011817697523087943 0.0016079991084350994
leaf_count=348 609 1151 293 301 216 203
internal_value=0 3.23938e-05 -3.20116e-05 4.73403e-05 0.000154574 2.27468e-05
internal_weight=0 0.00771569 0.00589511 0.00489128 0.00381226 0.00263049
internal_count=3121 2512 2164 1013 712 496
is_linear=0
shrinkage=0.00196078


Tree=7392
num_leaves=7
num_cat=0
split_feature=1 4 3 12 13 2
split_gain=1.22317e-05 3.11057e-05 2.41401e-05 4.38699e-05 2.2849e-05 9.27371e-06
threshold=0.090405000000000013 -0.15764999999999998 0.083060000000000009 0.091325000000000003 -0.016469999999999995 0.11215000000000001
decision_type=2 2 2 2 2 2
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leaf_value=0.0071539545818169563 0.026308167470903244 -0.021702377270316923 0.0028846904603225584 -0.0018449593291694759 -0.0016901202718841151 -0.010122762094390744
leaf_weight=0.0014573239985835448 0.0010060406526379347 0.0011242531639303051 0.0010449466932468438 0.0012304587401641954 0.0011583597119183115 0.0011527913925171371
leaf_count=142 404 1152 128 408 706 181
internal_value=0 -0.00425973 0.00350497 0.0108191 -0.0115467 -0.00393818
internal_weight=0 0.00373994 0.00443424 0.0022365 0.00228261 0.00219774
internal_count=3121 2000 1121 812 1858 309
is_linear=0
shrinkage=0.1


Tree=7393
num_leaves=7
num_cat=0
split_feature=11 2 4 42 43 0
split_gain=3.31561e-05 4.55609e-05 5.42249e-05 5.068e-05 4.00718e-05 6.62574e-05
threshold=0.076920000000000002 0.098260000000000014 0.033845000000000007 -0.088669999999999985 -0.074359999999999996 -0.10151999999999999
decision_type=2 2 2 2 2 2
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right_child=-2 2 -4 4 5 -7
leaf_value=0.00028803064462161096 -0.0003379282152640017 0.00044108930175012866 -4.4543001240633867e-05 0.00010106576263585487 -7.20833586158433e-05 -0.00070897271337414338
leaf_weight=0.001101694480864529 0.001007190552071051 0.0018432631013278751 0.0016985743245360072 0.0012435888483652603 0.0015727190856751809 0.0010454861648579422
leaf_count=286 226 410 407 720 182 890
internal_value=0 3.83056e-05 0.000208193 -8.29219e-05 -0.000188747 -0.000326402
internal_weight=0 0.00850533 0.00354184 0.00496349 0.00386179 0.00261821
internal_count=3121 2895 817 2078 1792 1072
is_linear=0
shrinkage=0.00196078


Tree=7394
num_leaves=6
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split_feature=4 16 42 16 0
split_gain=1.22479e-05 2.69709e-05 2.21992e-05 3.08528e-05 4.24538e-05
threshold=0.24564500000000003 -0.092484999999999984 0.086665000000000006 -0.056919999999999991 -0.019414999999999998
decision_type=2 2 2 2 2
left_child=1 -1 3 -3 -5
right_child=-2 2 -4 4 -6
leaf_value=-0.013354387016941525 0.0072494035639369585 0.019785978479240025 -0.010782873177656659 -0.011885845826836128 0.013676178490627298
leaf_weight=0.0015958518276521375 0.0017974871365970466 0.0010595416254165161 0.0011041238161127133 0.0014495871547891106 0.0011774761447418838
leaf_count=430 426 590 817 657 201
internal_value=0 -0.00209492 0.00165575 0.00538107 -0.00042869
internal_weight=0 0.00638658 0.00479073 0.0036866 0.00262706
internal_count=3121 2695 2265 1448 858
is_linear=0
shrinkage=0.1


Tree=7395
num_leaves=8
num_cat=0
split_feature=11 3 3 13 1 49 47
split_gain=3.33559e-05 3.59088e-05 3.44739e-05 4.67652e-05 4.54516e-05 3.17633e-05 2.43594e-05
threshold=1.0000000180025095e-35 -0.10519499999999998 -0.078934999999999991 -0.010384999999999998 1.0000000180025095e-35 -0.015259999999999998 0.09055500000000001
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -3 4 -4 -5 -7
right_child=-2 2 3 5 -6 6 -8
leaf_value=0.00035703032893196244 -0.00033874926713243483 -0.00031913501342978377 -2.1420153448311876e-05 -0.00035717136197006046 0.00052996461004346958 0.00022438363579969139 -0.00017777997423111609
leaf_weight=0.0011742986086732523 0.0010052803430268724 0.0011796523752641 0.0011042837381857692 0.0011737272931401565 0.0011986937643011356 0.001252080005426405 0.001077268331414024
leaf_count=177 244 1329 347 162 486 282 94
internal_value=0 3.97807e-05 -1.3549e-05 4.85388e-05 0.000265574 -9.41436e-05 3.83925e-05
internal_weight=0 0.00816 0.00698571 0.00580605 0.00230298 0.00350308 0.00232935
internal_count=3121 2877 2700 1371 833 538 376
is_linear=0
shrinkage=0.00196078


Tree=7396
num_leaves=7
num_cat=0
split_feature=1 42 3 151 0 4
split_gain=1.01775e-05 2.27642e-05 2.25717e-05 3.31725e-05 5.83059e-05 3.57455e-05
threshold=0.12337000000000002 0.091735000000000025 -0.091054999999999983 -0.0083949999999999979 -0.083914999999999976 0.053180000000000012
decision_type=2 2 2 2 2 2
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right_child=-2 -3 3 4 -6 -7
leaf_value=0.011586343226227744 0.0083962517776502172 -0.01533197474807583 -0.018496790488791701 -0.0012093710667501624 -0.015761754950771752 0.023987506806121106
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leaf_count=529 294 576 371 592 582 177
internal_value=0 -0.00151215 0.000850731 -0.00268093 0.00200117 0.0114979
internal_weight=0 0.00697119 0.00595331 0.00447965 0.00345642 0.00225227
internal_count=3121 2827 2251 1722 1351 769
is_linear=0
shrinkage=0.1


Tree=7397
num_leaves=6
num_cat=0
split_feature=150 15 43 43 3
split_gain=1.09453e-05 2.56882e-05 3.6719e-05 4.18179e-05 2.45576e-05
threshold=0.081835000000000019 -0.037864999999999989 -0.084004999999999982 0.016310000000000002 0.095270000000000007
decision_type=2 2 2 2 2
left_child=1 4 -3 -4 -1
right_child=-2 2 3 -5 -6
leaf_value=-0.0013539532257217692 0.0078794566603128183 0.016134421360444701 -0.016326785602179286 0.0085811329048333159 -0.021071173936723468
leaf_weight=0.0015285922103707844 0.0014396401863296876 0.0014300243197081833 0.0013283775881909362 0.0013683859796104886 0.0010765514046315865
leaf_count=957 420 375 926 299 144
internal_value=0 -0.00172715 0.00318087 -0.00368806 -0.00950191
internal_weight=0 0.00673193 0.00412679 0.00269676 0.00260514
internal_count=3121 2701 1600 1225 1101
is_linear=0
shrinkage=0.1


Tree=7398
num_leaves=6
num_cat=0
split_feature=3 52 52 43 0
split_gain=1.13292e-05 1.77824e-05 2.71446e-05 3.07379e-05 3.04491e-05
threshold=0.13524500000000003 0.10611000000000001 -0.0064899999999999992 -0.0037449999999999996 -0.14116499999999996
decision_type=2 2 2 2 2
left_child=1 2 4 -4 -1
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leaf_weight=0.00102393759669807 0.0012053524891371065 0.0011415546036704412 0.0013558911625288354 0.0018876888329425006 0.0015438734676659529
leaf_count=144 192 524 758 518 985
internal_value=0 -0.00158334 0.000658058 0.006739 -0.00702321
internal_weight=0 0.00695295 0.00581139 0.00324358 0.00256781
internal_count=3121 2929 2405 1276 1129
is_linear=0
shrinkage=0.1


Tree=7399
num_leaves=7
num_cat=0
split_feature=50 484 133 52 4 52
split_gain=2.79491e-05 3.92813e-05 3.87519e-05 6.03173e-05 0.000110707 5.22098e-05
threshold=0.079410000000000008 0.073690000000000019 0.091410000000000005 0.070205000000000017 0.24564500000000003 -0.013374999999999998
decision_type=2 2 2 2 2 2
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right_child=-2 -3 -4 -5 -6 -7
leaf_value=-6.9248182578493297e-05 -0.00030118027302461503 0.00039312239346025562 -0.00035927493407673559 0.00038368455171105458 0.00040361183529038087 -0.00059010261744450352
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internal_value=0 3.71073e-05 -1.54246e-05 4.61502e-05 -6.89681e-05 -0.000271348
internal_weight=0 0.00807521 0.00703688 0.00596814 0.00445033 0.00311594
internal_count=3121 2512 2172 1751 1182 914
is_linear=0
shrinkage=0.00196078


Tree=7400
num_leaves=7
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split_feature=50 133 3 1 3 15
split_gain=2.32816e-05 2.972e-05 3.94234e-05 3.69409e-05 6.29853e-05 2.81639e-05
threshold=0.079410000000000008 0.091410000000000005 -0.10023499999999998 0.094385000000000011 0.10893000000000001 -0.0040799999999999994
decision_type=2 2 2 2 2 2
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leaf_weight=0.001764577005478849 0.0010651975821188283 0.0011462862028186176 0.0011598140975332767 0.0013904096917077349 0.0013283568948449769 0.0011308786447594224
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internal_weight=0 0.00792032 0.00677404 0.00500946 0.00271877 0.00229069
internal_count=3121 2512 2048 1708 553 1155
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shrinkage=0.00196078


Tree=7401
num_leaves=6
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split_feature=457 1 15 16 16
split_gain=1.21306e-05 2.6779e-05 2.8507e-05 2.82913e-05 1.51669e-05
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decision_type=2 2 2 2 2
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internal_weight=0 0.00713105 0.00548526 0.00395594 0.00252116
internal_count=3121 2832 2450 1319 892
is_linear=0
shrinkage=0.1


Tree=7402
num_leaves=6
num_cat=0
split_feature=150 15 43 43 1
split_gain=1.05832e-05 2.36615e-05 3.20109e-05 3.38705e-05 2.1575e-05
threshold=0.081835000000000019 -0.037864999999999989 -0.084004999999999982 0.016310000000000002 0.111945
decision_type=2 2 2 2 2
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internal_value=0 -0.00169944 0.00302009 -0.00340423 -0.00915165
internal_weight=0 0.00672757 0.00411899 0.00269028 0.00260858
internal_count=3121 2701 1600 1225 1101
is_linear=0
shrinkage=0.1


Tree=7403
num_leaves=6
num_cat=0
split_feature=4 4 3 2 52
split_gain=1.21757e-05 2.22841e-05 4.91179e-05 2.66452e-05 2.40783e-05
threshold=0.24564500000000003 0.055260000000000011 0.10299500000000002 0.095195000000000016 -0.0064899999999999992
decision_type=2 2 2 2 2
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leaf_value=-0.011125509327501802 0.0072534165241346683 -0.013363010245907532 0.018622132907918094 -0.018497374096820451 0.0079381671327218208
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internal_value=0 -0.00207978 0.00102252 -0.0045667 0.000480346
internal_weight=0 0.00636615 0.00499327 0.00378973 0.00278187
internal_count=3121 2695 2416 2277 1767
is_linear=0
shrinkage=0.1


Tree=7404
num_leaves=7
num_cat=0
split_feature=50 15 16 4 16 0
split_gain=3.50053e-05 3.9991e-05 3.1201e-05 5.30868e-05 7.24747e-05 5.129e-05
threshold=0.079410000000000008 -0.15026499999999995 -0.094359999999999986 0.0052350000000000009 0.0065250000000000004 -0.11756999999999999
decision_type=2 2 2 2 2 2
left_child=1 -1 5 4 -4 -3
right_child=-2 2 3 -5 -6 -7
leaf_value=0.0004090605079362195 -0.00033169415997925098 -0.00049864670630751036 -0.00047588552895679812 0.00036967506984862013 0.00015779448712016766 9.3938143538535015e-05
leaf_weight=0.0010286752921788919 0.0010556298718370485 0.0010963208992871174 0.0010782138722333049 0.0016440523478606348 0.0019468876150705427 0.0011512376840961472
leaf_count=318 609 162 1061 238 494 239
internal_value=0 4.83457e-05 -5.30089e-06 8.60685e-05 -6.80633e-05 -0.000195115
internal_weight=0 0.00794539 0.00691671 0.00466915 0.0030251 0.00224756
internal_count=3121 2512 2194 1793 1555 401
is_linear=0
shrinkage=0.00196078


Tree=7405
num_leaves=6
num_cat=0
split_feature=4 42 43 2 16
split_gain=1.00369e-05 1.94659e-05 3.40248e-05 3.30112e-05 1.03151e-05
threshold=0.24564500000000003 -1.0000000180025095e-35 -0.074359999999999996 0.098035000000000011 -0.085589999999999986
decision_type=2 2 2 2 2
left_child=1 -1 -3 4 -4
right_child=-2 2 3 -5 -6
leaf_value=-0.013296012642832995 0.0065838973739519961 0.01401398450437266 -0.0054461038759637944 0.0062292453765927271 -0.019581082873969754
leaf_weight=0.0012106987665933206 0.0017935515996754135 0.0014132531997531352 0.0010118764937410028 0.0016761819064728023 0.0010540929690849683
leaf_count=797 426 785 247 351 515
internal_value=0 -0.00188528 0.000794427 -0.00419804 -0.012658
internal_weight=0 0.0063661 0.0051554 0.00374215 0.00206597
internal_count=3121 2695 1898 1113 762
is_linear=0
shrinkage=0.1


Tree=7406
num_leaves=6
num_cat=0
split_feature=3 13 0 151 43
split_gain=1.10895e-05 3.69999e-05 3.03258e-05 4.07615e-05 2.32567e-05
threshold=-0.14477499999999996 -0.091054999999999983 -0.053834999999999994 -0.0083949999999999979 -0.013819999999999997
decision_type=2 2 2 2 2
left_child=-1 -2 3 -3 -5
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leaf_value=-0.0096508777827317097 0.013808086676811014 -0.016110456755521859 -0.016787632277659083 0.018255107942340712 0.00032018590258603864
leaf_weight=0.0010429470511696378 0.0017940440824500865 0.0010151269399233795 0.0012001139586344384 0.0011500259555222358 0.0019472450424682696
leaf_count=277 412 396 314 987 735
internal_value=0 0.00139145 -0.00280167 0.00127983 0.00697948
internal_weight=0 0.00710656 0.00531251 0.0041124 0.00309727
internal_count=3121 2844 2432 2118 1722
is_linear=0
shrinkage=0.1


Tree=7407
num_leaves=7
num_cat=0
split_feature=457 133 43 13 4 2
split_gain=1.1122e-05 2.50959e-05 6.16794e-05 3.52699e-05 4.85578e-05 2.7519e-05
threshold=0.045365000000000009 0.093255000000000018 -0.04890499999999999 -0.095304999999999987 0.053180000000000012 0.081135000000000013
decision_type=2 2 2 2 2 2
left_child=1 2 5 -4 -5 -1
right_child=-2 -3 3 4 -6 -7
leaf_value=0.0031994351708262928 0.0096132717398401627 -0.016073187277568051 0.0075690540332570243 -0.026323076765852028 0.00030369585605536032 0.026178269878236946
leaf_weight=0.0010215834693429137 0.0010447011808591214 0.0010056086419505629 0.0012585859864781257 0.0013339272647380251 0.0014076189143932564 0.0010639470703221667
leaf_count=317 289 531 270 835 201 678
internal_value=0 -0.00143865 0.000979599 -0.00628961 -0.0126518 0.0149222
internal_weight=0 0.00709127 0.00608566 0.00400013 0.00274155 0.00208553
internal_count=3121 2832 2301 1306 1036 995
is_linear=0
shrinkage=0.1


Tree=7408
num_leaves=6
num_cat=0
split_feature=1 16 15 3 15
split_gain=1.07333e-05 2.90958e-05 2.11818e-05 5.26957e-05 4.61858e-05
threshold=0.077565000000000009 0.0057500000000000008 1.0000000180025095e-35 0.10893000000000001 -0.070929999999999979
decision_type=2 2 2 2 2
left_child=1 -1 3 4 -2
right_child=2 -3 -4 -5 -6
leaf_value=-0.016192362590266934 0.0034963020359669895 0.0047060218156559329 -0.010296439514722248 -0.011407140159423311 0.02889884445729082
leaf_weight=0.0012676291091249447 0.0019937827568125301 0.0014041476474667099 0.0010413367400259541 0.0012926277774202291 0.001116569386710987
leaf_count=1263 511 373 433 208 333
internal_value=0 -0.00520925 0.00252946 0.00556288 0.0126154
internal_weight=0 0.00267178 0.00544432 0.00440298 0.00311035
internal_count=3121 1636 1485 1052 844
is_linear=0
shrinkage=0.1


Tree=7409
num_leaves=7
num_cat=0
split_feature=50 15 4 2 4 52
split_gain=4.23348e-05 3.69077e-05 2.86733e-05 4.19172e-05 6.17276e-05 3.61919e-05
threshold=0.079410000000000008 -0.15026499999999995 0.23246000000000003 0.089775000000000008 -0.064054999999999987 -0.0064899999999999992
decision_type=2 2 2 2 2 2
left_child=1 -1 3 5 -5 -3
right_child=-2 2 -4 4 -6 -7
leaf_value=0.00039666557665405549 -0.0003702179027462676 -0.00039265957352346972 -0.0003095040810403746 -7.4920187482235094e-05 0.00044775421751920699 8.9161719866978821e-05
leaf_weight=0.0010161570563488554 0.0010557465100430865 0.0011935813138570003 0.0010062084005754666 0.0017379713937578987 0.0017368801614922641 0.0012039652604866084
leaf_count=318 609 484 169 371 551 619
internal_value=0 4.7856e-05 -3.67267e-06 4.87301e-05 0.000186335 -0.000150706
internal_weight=0 0.00789476 0.00687861 0.0058724 0.00347485 0.00239755
internal_count=3121 2512 2194 2025 922 1103
is_linear=0
shrinkage=0.00196078


Tree=7410
num_leaves=6
num_cat=0
split_feature=43 16 15 16 1
split_gain=1.18316e-05 3.19312e-05 6.55911e-05 4.70151e-05 3.79923e-05
threshold=-0.09225499999999999 0.22339500000000004 -0.0088349999999999974 -0.084119999999999986 0.094385000000000011
decision_type=2 2 2 2 2
left_child=-1 2 4 -4 -2
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leaf_value=-0.0071934878746168973 -0.019145393482573547 -0.013787611868830544 0.0034537619548470171 0.032795597079614665 0.0040621646375917546
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leaf_count=476 639 363 403 739 501
internal_value=0 0.00201488 0.00520915 0.0184559 -0.00420044
internal_weight=0 0.00632584 0.00526216 0.00218547 0.00307669
internal_count=3121 2645 2282 1142 1140
is_linear=0
shrinkage=0.1


Tree=7411
num_leaves=7
num_cat=0
split_feature=47 4 4 151 3 43
split_gain=2.19564e-05 6.29733e-05 6.81594e-05 3.5223e-05 3.36627e-05 4.12955e-05
threshold=0.11926500000000002 0.24564500000000003 0.055260000000000011 -0.0071249999999999985 0.10732000000000001 -0.0030899999999999994
decision_type=2 2 2 2 2 2
left_child=1 2 3 -1 5 -5
right_child=-2 -3 -4 4 -6 -7
leaf_value=0.00032416586855362666 -0.00027263805502590447 0.00036662814927186128 -0.00052597916861044601 6.419522678974736e-05 0.00025940040106589362 -0.00038210405467633933
leaf_weight=0.0012192799345605698 0.0010153493236786026 0.0017174481995275871 0.0010016479566353357 0.0016388426952551195 0.001000103785356506 0.0015519073374586289
leaf_count=429 112 398 235 1224 73 650
internal_value=0 3.31779e-05 -5.61395e-05 3.0848e-05 -5.44893e-05 -0.000152874
internal_weight=0 0.00812923 0.00641178 0.00541013 0.00419085 0.00319075
internal_count=3121 3009 2611 2376 1947 1874
is_linear=0
shrinkage=0.00196078


Tree=7412
num_leaves=6
num_cat=0
split_feature=4 12 52 1 2
split_gain=2.23317e-05 3.93398e-05 4.99039e-05 5.85946e-05 7.40317e-05
threshold=-0.46376499999999993 0.092355000000000007 0.070205000000000017 0.11181500000000001 0.089885000000000007
decision_type=2 2 2 2 2
left_child=-1 2 3 4 -2
right_child=1 -3 -4 -5 -6
leaf_value=-0.00027972535003773023 -0.00019796033746991731 -0.00023414632983003919 0.0004073080318801906 -0.00034902963367063441 0.00040586968091394643
leaf_weight=0.0010330783384187624 0.0013858084504056269 0.0017227265142945756 0.0015332352654319455 0.001322831949127589 0.0017876054971744924
leaf_count=183 724 863 706 262 383
internal_value=0 2.71692e-05 0.000101832 -2.33701e-06 0.000142181
internal_weight=0 0.00775221 0.00602948 0.00449625 0.00317341
internal_count=3121 2938 2075 1369 1107
is_linear=0
shrinkage=0.00196078


Tree=7413
num_leaves=6
num_cat=0
split_feature=150 16 43 2 2
split_gain=1.09914e-05 2.2232e-05 4.08646e-05 4.87081e-05 6.16875e-05
threshold=0.081835000000000019 0.38525000000000004 -0.095049999999999982 0.10613000000000002 0.088225000000000012
decision_type=2 2 2 2 2
left_child=1 2 -1 4 -4
right_child=-2 -3 3 -5 -6
leaf_value=-0.021453889482817276 0.0079257866886700053 0.011537935464909268 -0.0071486311173578274 -0.013489623154112205 0.022334142192403324
leaf_weight=0.0011064480680293785 0.0014334793032924655 0.0010634490196249268 0.0013835482978416349 0.0016840724391530594 0.0014570630410760514
leaf_count=351 420 303 1092 363 592
internal_value=0 -0.00172279 -0.0042271 -1.45261e-05 0.00797426
internal_weight=0 0.00669458 0.00563113 0.00452468 0.00284061
internal_count=3121 2701 2398 2047 1684
is_linear=0
shrinkage=0.1


Tree=7414
num_leaves=6
num_cat=0
split_feature=1 4 3 12 16
split_gain=1.18217e-05 3.04074e-05 1.8896e-05 3.48252e-05 2.68287e-05
threshold=0.077565000000000009 -0.082109999999999975 0.076840000000000006 0.088365000000000013 -0.062804999999999986
decision_type=2 2 2 2 2
left_child=1 -1 3 -2 -4
right_child=2 -3 4 -5 -6
leaf_value=0.0038080683152421062 0.021141129822724331 -0.017797580567871962 0.0049333156747312498 -0.0014957218622184284 -0.015386440884485333
leaf_weight=0.001513936318703232 0.0012136450206230989 0.0011433354297555275 0.0016019338965758516 0.0015444924916930567 0.0010931929161700701
leaf_count=424 508 1212 225 580 172
internal_value=0 -0.00548812 0.00264616 0.00846502 -0.00330875
internal_weight=0 0.00265727 0.00545326 0.00275814 0.00269513
internal_count=3121 1636 1485 1088 397
is_linear=0
shrinkage=0.1


Tree=7415
num_leaves=8
num_cat=0
split_feature=50 15 47 151 3 52 2
split_gain=2.328e-05 3.3982e-05 3.83117e-05 7.87241e-05 6.19518e-05 2.78984e-05 4.01517e-05
threshold=0.079410000000000008 -0.15026499999999995 0.096175000000000024 -0.024429999999999997 0.10732000000000001 -0.0064899999999999992 0.090675000000000019
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 -3 5 -5 -7
right_child=-2 2 -4 4 -6 6 -8
leaf_value=0.00036668513317242914 -0.00027826555261755548 0.00049064784268754266 -0.00033259136275546881 -0.00046575051386805061 0.00035265722995917413 0.00019232337196752289 -0.00031584085322681885
leaf_weight=0.0010121264463596388 0.0010600890814062404 0.0012223011707262806 0.0012246625934095911 0.0010368498822372926 0.0010231205667117337 0.0011115116086438145 0.0012934528635492829
leaf_count=318 609 348 185 575 72 600 414
internal_value=0 3.11308e-05 -1.80053e-05 4.97362e-05 -7.09659e-05 -0.000196893 -8.09807e-05
internal_weight=0 0.00792403 0.0069119 0.00568724 0.00446493 0.00344181 0.00240496
internal_count=3121 2512 2194 2009 1661 1589 1014
is_linear=0
shrinkage=0.00196078


Tree=7416
num_leaves=6
num_cat=0
split_feature=3 42 49 1 3
split_gain=1.01591e-05 3.0037e-05 3.84115e-05 4.08411e-05 8.92741e-05
threshold=-0.14477499999999996 0.091295000000000015 -0.054319999999999993 0.08844500000000001 0.10732000000000001
decision_type=2 2 2 2 2
left_child=-1 2 -2 -4 -5
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leaf_weight=0.0010374928316321027 0.0011188316613507145 0.0010813979496344895 0.0019748356238329327 0.0015672214528813348 0.0013347070516772361
leaf_count=277 292 650 1319 392 191
internal_value=0 0.00133315 -0.00143367 0.00240014 0.00994941
internal_weight=0 0.00707699 0.0059956 0.00487676 0.00290193
internal_count=3121 2844 2194 1902 583
is_linear=0
shrinkage=0.1


Tree=7417
num_leaves=6
num_cat=0
split_feature=150 15 4 15 12
split_gain=1.0905e-05 2.04506e-05 3.24334e-05 2.15718e-05 2.09848e-05
threshold=0.081835000000000019 -0.037864999999999989 -0.064054999999999987 -0.15026499999999995 0.088305000000000008
decision_type=2 2 2 2 2
left_child=1 3 4 -1 -3
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leaf_value=0.0020103969960963432 0.0079116006469896333 -0.014332364586461022 0.01462332865813077 -0.0164433450039316 0.0037958719631217262
leaf_weight=0.0010964332968311187 0.0014282464878061221 0.0011182493721501681 0.0014630064597138848 0.0015001742177249491 0.0014885506879301067
leaf_count=333 420 591 397 768 612
internal_value=0 -0.00171703 0.00270706 -0.00865114 -0.00398067
internal_weight=0 0.00666641 0.00406981 0.00259661 0.0026068
internal_count=3121 2701 1600 1101 1203
is_linear=0
shrinkage=0.1


Tree=7418
num_leaves=6
num_cat=0
split_feature=12 16 2 2 1
split_gain=1.05001e-05 3.69299e-05 4.83201e-05 2.86535e-05 6.20403e-05
threshold=0.051320000000000005 -0.25582999999999995 0.083995000000000014 0.085785000000000014 0.10557500000000002
decision_type=2 2 2 2 2
left_child=3 -2 -3 -1 -5
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leaf_value=0.018139282075969255 0.0115324818474975 -0.026804734755902389 -3.5441152418460531e-06 -0.016320840639513251 0.012579032690763482
leaf_weight=0.0010152913984889092 0.0011596799873533773 0.0010446626458878504 0.0018892667979560826 0.0014307041376185562 0.0015449527948695142
leaf_count=224 192 644 1464 282 315
internal_value=0 -0.00357499 -0.00954645 0.00363332 -0.00131611
internal_weight=0 0.00409361 0.00293393 0.00399095 0.00297566
internal_count=3121 2300 2108 821 597
is_linear=0
shrinkage=0.1


Tree=7419
num_leaves=6
num_cat=0
split_feature=4 151 0 47 15
split_gain=2.53394e-05 3.17754e-05 5.10653e-05 6.65918e-05 7.97769e-05
threshold=0.24564500000000003 -0.0071249999999999985 -0.10224499999999999 0.085270000000000026 0.088235000000000022
decision_type=2 2 2 2 2
left_child=1 -1 -3 4 -4
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leaf_weight=0.0012675937145471437 0.0019369216172776703 0.001354363803175415 0.0020012588502671645 0.0011543580835642825 0.0010957148404375557
leaf_count=463 426 262 1110 241 619
internal_value=0 -6.00092e-05 -0.000123406 -1.77772e-05 -0.0001676
internal_weight=0 0.00687329 0.0056057 0.00425133 0.00309697
internal_count=3121 2695 2232 1970 1729
is_linear=0
shrinkage=0.00196078


Tree=7420
num_leaves=7
num_cat=0
split_feature=50 15 47 151 0 12
split_gain=2.76763e-05 3.76706e-05 3.25112e-05 5.70489e-05 2.86327e-05 6.68464e-05
threshold=0.079410000000000008 -0.15026499999999995 0.096175000000000024 -0.024429999999999997 -0.10011499999999998 0.089735000000000023
decision_type=2 2 2 2 2 2
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right_child=-2 2 -4 4 5 -7
leaf_value=0.00038749940788881888 -0.00029540512482107773 0.00042718345535468406 -0.00030278638506984579 0.0001393933941611741 -0.00053806393303860566 8.0174544262343237e-05
leaf_weight=0.0010284921131934518 0.0010935884961651926 0.0012040147926371449 0.0012372375017041986 0.0018069181421742583 0.0011545349992749432 0.001610129879411823
leaf_count=318 609 348 185 275 743 643
internal_value=0 3.70594e-05 -1.43356e-05 4.74558e-05 -5.25529e-05 -0.000178004
internal_weight=0 0.00804133 0.00701284 0.0057756 0.00457158 0.00276466
internal_count=3121 2512 2194 2009 1661 1386
is_linear=0
shrinkage=0.00196078


Tree=7421
num_leaves=7
num_cat=0
split_feature=52 160 2 52 2 3
split_gain=9.97254e-06 4.73482e-05 2.89008e-05 2.28968e-05 7.29089e-05 5.93457e-05
threshold=-0.046924999999999988 -1.0000000180025095e-35 0.089885000000000007 0.10347000000000002 0.10613000000000002 -0.059315
decision_type=2 2 2 2 2 2
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internal_weight=0 0.00564355 0.00245523 0.00460085 0.00354772 0.00248218
internal_count=3121 2168 953 1425 1221 1011
is_linear=0
shrinkage=0.1


Tree=7422
num_leaves=6
num_cat=0
split_feature=4 151 0 47 15
split_gain=1.04207e-05 2.51407e-05 4.35461e-05 5.70686e-05 5.3162e-05
threshold=0.24564500000000003 -0.0071249999999999985 -0.10224499999999999 0.085270000000000026 0.087685000000000013
decision_type=2 2 2 2 2
left_child=1 -1 -3 4 -4
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leaf_weight=0.001164398905179798 0.0017764731685919639 0.0012425560936718664 0.001823165231654944 0.0010529173500874261 0.0010163488224635847
leaf_count=463 426 262 1066 241 663
internal_value=0 -0.0019277 -0.004936 0.000266985 -0.00710634
internal_weight=0 0.00629939 0.00513499 0.00389243 0.00283951
internal_count=3121 2695 2232 1970 1729
is_linear=0
shrinkage=0.1


Tree=7423
num_leaves=7
num_cat=0
split_feature=50 160 13 13 16 1
split_gain=2.34988e-05 2.91729e-05 3.84541e-05 5.13097e-05 5.95458e-05 3.85575e-05
threshold=0.079410000000000008 -0.081639999999999976 0.086705000000000018 -0.074044999999999986 -0.056919999999999991 0.077845000000000011
decision_type=2 2 2 2 2 2
left_child=1 -1 3 5 -5 -3
right_child=-2 2 -4 4 -6 -7
leaf_value=0.00031837483917398986 -0.00028871259662488941 -0.00010692184235561174 0.00026196209162864903 -5.6676243777599978e-05 -0.00062622936266282811 0.00040111074861061619
leaf_weight=0.0011088421915080885 0.0010498964006180203 0.0012998072120044236 0.0014206387327867611 0.0018845593032142201 0.0011282439861364831 0.0010291021604778663
leaf_count=441 609 446 252 608 440 325
internal_value=0 2.35845e-05 -2.47532e-05 -0.000101006 -0.000269964 0.000117568
internal_weight=0 0.00787119 0.00676235 0.00534171 0.0030128 0.00232891
internal_count=3121 2512 2071 1819 1048 771
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shrinkage=0.00196078


Tree=7424
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split_feature=2 13 16 13 16 2
split_gain=1.06173e-05 2.5694e-05 4.78063e-05 2.394e-05 1.35163e-05 3.26829e-06
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decision_type=2 2 2 2 2 2
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leaf_count=1269 200 396 239 257 462 298
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internal_weight=0 0.0046677 0.00305164 0.00340558 0.00220969 0.00200223
internal_count=3121 2202 933 919 719 694
is_linear=0
shrinkage=0.1


Tree=7425
num_leaves=7
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split_feature=50 484 133 52 4 0
split_gain=3.18642e-05 4.02032e-05 2.47354e-05 5.04886e-05 9.56145e-05 4.86704e-05
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decision_type=2 2 2 2 2 2
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leaf_count=221 609 340 421 569 268 693
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internal_weight=0 0.0081319 0.00711456 0.00603045 0.00449647 0.00314156
internal_count=3121 2512 2172 1751 1182 914
is_linear=0
shrinkage=0.00196078


Tree=7426
num_leaves=7
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split_feature=50 16 160 52 49 15
split_gain=2.34948e-05 2.44833e-05 5.50399e-05 3.70112e-05 3.02224e-05 2.83223e-05
threshold=0.079410000000000008 -0.014034999999999997 -0.054789999999999998 0.09086000000000001 -0.043469999999999995 -0.10653
decision_type=2 2 2 2 2 2
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leaf_weight=0.0012889808461781565 0.0010413615527172506 0.0010259348824725179 0.0014666571826160528 0.0010325825119219198 0.0011741005793195736 0.0016886929458768776
leaf_count=215 609 372 668 62 323 872
internal_value=0 3.15309e-05 0.000151701 -5.27532e-06 -7.05028e-05 -0.000182758
internal_weight=0 0.00767695 0.00352517 0.00249924 0.00415177 0.00286279
internal_count=3121 2512 1102 730 1410 1195
is_linear=0
shrinkage=0.00196078


Tree=7427
num_leaves=8
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split_feature=47 4 4 3 12 52 15
split_gain=5.24767e-05 7.00692e-05 7.56424e-05 5.83076e-05 7.02469e-05 4.6521e-05 4.08419e-05
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decision_type=2 2 2 2 2 2 2
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right_child=-2 -3 -4 -5 -6 -7 -8
leaf_value=0.00020426750359225915 -0.00043703385122194935 0.00037147510588201791 -0.00053475218631626059 0.00039561310485612146 -0.00052910750161139816 0.0003817115910038141 -0.00031087878488944679
leaf_weight=0.0010109136316552234 0.0010105456624832808 0.0018719249075204942 0.0010726489325463846 0.0013131872903558717 0.001011873568230022 0.0011462239724547548 0.0014268824608529001
leaf_count=224 91 402 246 122 763 542 731
internal_value=0 3.45996e-05 -5.57227e-05 3.12334e-05 -7.28811e-05 5.5925e-05 -9.72562e-05
internal_weight=0 0.00885365 0.00698173 0.00590908 0.00459589 0.00358402 0.0024378
internal_count=3121 3030 2628 2382 2260 1497 955
is_linear=0
shrinkage=0.00196078


Tree=7428
num_leaves=7
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split_feature=457 15 43 2 2 16
split_gain=9.44582e-06 2.16267e-05 1.95178e-05 4.48599e-05 3.71221e-05 9.8386e-06
threshold=0.045365000000000009 0.088655000000000025 -0.074359999999999996 0.088225000000000012 0.10613000000000002 -0.0007049999999999999
decision_type=2 2 2 2 2 2
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leaf_weight=0.0010125485553294316 0.0010424477558685875 0.0010221346353876896 0.0010529006047044079 0.0011089570091111123 0.0018260820497840156 0.001058269735697307
leaf_count=596 289 662 596 276 360 342
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internal_weight=0 0.00708089 0.00605876 0.00398794 0.00293504 0.00207082
internal_count=3121 2832 2170 1232 636 938
is_linear=0
shrinkage=0.1


Tree=7429
num_leaves=7
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split_feature=50 15 4 12 49 52
split_gain=2.67827e-05 4.27837e-05 4.5287e-05 5.0659e-05 5.00214e-05 3.9829e-05
threshold=0.079410000000000008 -0.15026499999999995 0.098655000000000007 0.084225000000000008 -0.006494999999999999 0.08976000000000002
decision_type=2 2 2 2 2 2
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leaf_weight=0.0010318775845857596 0.0010649961401517213 0.0012572499172410114 0.0017569838357999277 0.0010126997194233097 0.0018218061162175558 0.0012138431632057376
leaf_count=318 609 220 270 1000 339 365
internal_value=0 3.43995e-05 -2.00893e-05 7.02655e-05 0.000233194 -0.000155046
internal_weight=0 0.00809446 0.00706258 0.0053056 0.00307906 0.00222654
internal_count=3121 2512 2194 1924 559 1365
is_linear=0
shrinkage=0.00196078


Tree=7430
num_leaves=7
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split_feature=47 4 4 2 15 52
split_gain=5.44532e-05 5.90854e-05 5.53151e-05 4.97284e-05 5.02513e-05 7.22863e-05
threshold=0.12209500000000001 0.24564500000000003 0.055260000000000011 0.10912000000000001 -0.022504999999999997 0.090245000000000006
decision_type=2 2 2 2 2 2
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leaf_value=0.00023215844524436004 -0.00044215907016900046 0.00035582244784420903 -0.00046545062472403071 0.00040547616133995571 3.0994334077140417e-05 -0.0006006409918685009
leaf_weight=0.0014933877774461514 0.0010097551647249023 0.0017888248341498547 0.0010214815505954827 0.0010947155204968015 0.0018324821939850427 0.0011237994527063581
leaf_count=659 97 401 242 279 1065 378
internal_value=0 3.99099e-05 -4.61583e-05 3.10909e-05 -6.1016e-05 -0.000209115
internal_weight=0 0.00835469 0.00656587 0.00554438 0.00444967 0.00295628
internal_count=3121 3024 2623 2381 2102 1443
is_linear=0
shrinkage=0.00196078


Tree=7431
num_leaves=7
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split_feature=43 1 52 42 0 49
split_gain=9.86318e-06 2.89127e-05 4.26303e-05 7.96755e-05 7.41329e-05 2.48772e-05
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decision_type=2 2 2 2 2 2
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leaf_count=166 215 350 488 895 354 653
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internal_weight=0 0.00709956 0.00601218 0.0049359 0.00364689 0.0025571
internal_count=3121 2955 2605 2117 1222 868
is_linear=0
shrinkage=0.1


Tree=7432
num_leaves=7
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split_feature=50 15 47 3 13 43
split_gain=3.57552e-05 3.33143e-05 3.82319e-05 7.13334e-05 4.43183e-05 2.36188e-05
threshold=0.079410000000000008 -0.15026499999999995 0.096175000000000024 0.10542000000000001 -0.033284999999999988 -0.013819999999999997
decision_type=2 2 2 2 2 2
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leaf_weight=0.0010005801402583484 0.0010573908320130948 0.0013673770383600811 0.0012180316882648042 0.0012574114952668934 0.0011309481909999304 0.0018751515689864142
leaf_count=318 609 968 185 135 454 452
internal_value=0 4.35467e-05 -5.27791e-06 6.28575e-05 -5.54775e-05 7.76446e-05
internal_weight=0 0.0078495 0.00684892 0.00563089 0.00437348 0.0030061
internal_count=3121 2512 2194 2009 1874 906
is_linear=0
shrinkage=0.00196078


Tree=7433
num_leaves=6
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split_feature=11 0 47 49 3
split_gain=3.1264e-05 3.24256e-05 3.97351e-05 4.16979e-05 4.06959e-05
threshold=1.0000000180025095e-35 -0.019414999999999998 0.087235000000000021 -0.054319999999999993 -0.059315
decision_type=2 2 2 2 2
left_child=1 2 3 -1 -5
right_child=-2 -3 -4 4 -6
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leaf_weight=0.0013345087208744707 0.0010105218455827561 0.0018448370713625194 0.0019279976636641903 0.001237563618969821 0.0018293657687342968
leaf_count=298 244 260 345 1571 403
internal_value=0 3.43315e-05 -3.23408e-05 7.04822e-05 0.000196374
internal_weight=0 0.00817427 0.00632944 0.00440144 0.00306693
internal_count=3121 2877 2617 2272 1974
is_linear=0
shrinkage=0.00196078


Tree=7434
num_leaves=6
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split_feature=42 160 49 52 2
split_gain=1.06916e-05 1.93065e-05 2.80223e-05 3.93496e-05 4.20823e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.047584999999999995 0.077655000000000016 0.10005000000000001
decision_type=2 2 2 2 2
left_child=-1 -2 -3 4 -4
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leaf_value=-0.0080079686792844957 -0.0084115512366243327 0.017158175184541328 -0.019434441881873644 0.013448911062345789 0.0064885474843059832
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leaf_count=862 828 257 528 316 330
internal_value=0 0.00159386 0.0044492 0.000255339 -0.00728948
internal_weight=0 0.00675787 0.00525749 0.00395302 0.00251488
internal_count=3121 2259 1431 1174 858
is_linear=0
shrinkage=0.1


Tree=7435
num_leaves=6
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split_feature=13 16 2 3 1
split_gain=9.51204e-06 3.87631e-05 3.69631e-05 5.76038e-05 2.98964e-05
threshold=0.10935500000000002 0.22339500000000004 0.11215000000000001 0.088060000000000013 0.077565000000000009
decision_type=2 2 2 2 2
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leaf_weight=0.0012226053368319563 0.0013602494311057041 0.0010067419317595361 0.0015976923359329901 0.0011258393133201311 0.0018313841269019457
leaf_count=1252 228 396 373 136 736
internal_value=0 -0.00157884 0.0015765 0.00652167 -0.000606053
internal_weight=0 0.00678426 0.00577752 0.00417983 0.00305399
internal_count=3121 2893 2497 2124 1988
is_linear=0
shrinkage=0.1


Tree=7436
num_leaves=7
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split_feature=50 15 43 3 12 15
split_gain=2.60712e-05 3.29342e-05 3.92985e-05 4.16265e-05 5.70094e-05 5.22091e-05
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decision_type=2 2 2 2 2 2
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leaf_weight=0.0016728912714297729 0.001069244781510415 0.0011136813357820585 0.0014862200001506294 0.0015343912832050349 0.0011437188863250933 0.0010068089019140201
leaf_count=455 609 378 295 233 993 158
internal_value=0 3.38466e-05 -3.12333e-05 -0.000117522 -0.00021792 -5.43027e-05
internal_weight=0 0.00795771 0.00628482 0.0047986 0.00368492 0.0025412
internal_count=3121 2512 2057 1762 1384 391
is_linear=0
shrinkage=0.00196078


Tree=7437
num_leaves=6
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split_feature=3 51 52 12 4
split_gain=9.87689e-06 2.0306e-05 2.27759e-05 2.81024e-05 5.15762e-05
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decision_type=2 2 2 2 2
left_child=1 2 -1 4 -4
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leaf_value=-0.011594302277496072 0.0083315024005654031 -0.01451616914661847 0.023414431864653334 -0.0067922900491675601 -0.0024450739012830854
leaf_weight=0.0011933045498759192 0.00119973145105673 0.0010213902514583087 0.0014273166942091258 0.0016242599314345986 0.0016780191684444689
leaf_count=580 192 373 816 727 433
internal_value=0 -0.00149443 0.000751144 0.00386597 0.00944082
internal_weight=0 0.00694429 0.0059229 0.0047296 0.00310534
internal_count=3121 2929 2556 1976 1249
is_linear=0
shrinkage=0.1


Tree=7438
num_leaves=6
num_cat=0
split_feature=52 160 15 42 13
split_gain=9.72912e-06 4.18476e-05 2.54913e-05 2.39445e-05 2.19439e-05
threshold=-0.046924999999999988 -1.0000000180025095e-35 -0.053579999999999996 0.088060000000000013 -0.0039049999999999992
decision_type=2 2 2 2 2
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leaf_weight=0.0012663666384309152 0.0010464321445829584 0.0014634553740252283 0.0012013469363975446 0.0013047680526773161 0.001849052144150662
leaf_count=516 743 595 437 449 381
internal_value=0 -0.00232473 0.00519881 0.00176738 -0.0027522
internal_weight=0 0.00566371 0.00246771 0.00461728 0.00331251
internal_count=3121 2168 953 1425 976
is_linear=0
shrinkage=0.1


Tree=7439
num_leaves=6
num_cat=0
split_feature=16 133 16 13 0
split_gain=9.98538e-06 3.49174e-05 5.09785e-05 3.7753e-05 2.95205e-05
threshold=0.38525000000000004 0.091410000000000005 0.013515000000000001 -0.012549999999999997 -0.14454499999999995
decision_type=2 2 2 2 2
left_child=1 2 3 -1 -5
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leaf_weight=0.0018182225196315535 0.0011630559297148837 0.0010358068743995938 0.0012522156779397591 0.0015737196091950845 0.0012767203108375721
leaf_count=1131 311 539 365 196 579
internal_value=0 -0.00147151 0.00149173 -0.00331383 -0.0104959
internal_weight=0 0.00695668 0.00592088 0.00466866 0.00285044
internal_count=3121 2810 2271 1906 775
is_linear=0
shrinkage=0.1


Tree=7440
num_leaves=6
num_cat=0
split_feature=157 52 0 1 3
split_gain=9.23765e-06 2.45827e-05 2.87436e-05 4.86423e-05 3.75041e-05
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decision_type=2 2 2 2 2
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leaf_count=571 1575 342 223 298 112
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internal_weight=0 0.00707834 0.00606273 0.00459771 0.00316741
internal_count=3121 2550 2208 1985 1687
is_linear=0
shrinkage=0.1


Tree=7441
num_leaves=7
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split_feature=50 4 13 16 15 12
split_gain=2.06226e-05 3.08573e-05 2.23721e-05 3.78546e-05 3.66136e-05 4.84763e-05
threshold=0.079410000000000008 0.36766000000000004 -0.033284999999999988 -0.014034999999999997 -0.037864999999999989 0.051320000000000005
decision_type=2 2 2 2 2 2
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leaf_weight=0.0011225013331695494 0.0010798422524094945 0.0011270567671482776 0.0016497189203463544 0.0014475246255761499 0.0014794423014818819 0.0012039417032325306
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internal_count=3121 2512 2209 1160 1049 687
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Tree=7442
num_leaves=6
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split_feature=4 4 3 12 4
split_gain=9.57552e-06 1.79438e-05 3.9992e-05 2.64744e-05 9.30669e-06
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decision_type=2 2 2 2 2
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internal_value=0 -0.00186796 0.000935025 -0.00410817 0.00372409
internal_weight=0 0.00631157 0.004945 0.00376192 0.00200992
internal_count=3121 2695 2416 2277 551
is_linear=0
shrinkage=0.1


Tree=7443
num_leaves=7
num_cat=0
split_feature=1 42 3 151 0 16
split_gain=9.90129e-06 2.17477e-05 2.28044e-05 3.10343e-05 5.56448e-05 3.45855e-05
threshold=0.12337000000000002 0.091735000000000025 -0.091054999999999983 -0.0083949999999999979 -0.083914999999999976 -0.085589999999999986
decision_type=2 2 2 2 2 2
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leaf_weight=0.0014468889639818469 0.0012085439159962566 0.0010113081363664666 0.0010197310434695715 0.0012155603814547238 0.0011617442916159984 0.0010346990813279175
leaf_count=529 294 576 371 417 582 352
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internal_weight=0 0.00688993 0.00587862 0.00443173 0.003412 0.00225026
internal_count=3121 2827 2251 1722 1351 769
is_linear=0
shrinkage=0.1


Tree=7444
num_leaves=6
num_cat=0
split_feature=403 13 3 2 1
split_gain=9.79618e-06 6.56675e-05 6.44197e-05 3.83497e-05 3.94763e-05
threshold=0.03138500000000001 0.11217000000000001 -0.077774999999999983 0.085785000000000014 0.10557500000000002
decision_type=2 2 2 2 2
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leaf_weight=0.0016373718487184335 0.0010060973760324813 0.001175033738245102 0.0010226512844908626 0.0017360006199772906 0.0015046293989897791
leaf_count=1491 376 172 337 480 265
internal_value=0 -0.0013406 -0.00563959 0.000835731 -0.0044922
internal_weight=0 0.00707569 0.00590065 0.00426328 0.00324063
internal_count=3121 2745 2573 1082 745
is_linear=0
shrinkage=0.1


Tree=7445
num_leaves=6
num_cat=0
split_feature=43 4 0 15 16
split_gain=1.11925e-05 2.97578e-05 3.81121e-05 3.19769e-05 2.70628e-05
threshold=-0.24021999999999996 -0.35136499999999998 -0.061629999999999997 -0.0063699999999999989 -0.095564999999999983
decision_type=2 2 2 2 2
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leaf_value=-0.0096876257071121658 -0.013583995682906906 0.0037856380320656323 0.021975279691766603 0.011248966738817614 -0.014873716538471637
leaf_weight=0.0010436710054936831 0.0011133960070897394 0.0015569331812636882 0.0010052927496682134 0.0017895976121990111 0.0015522128357514846
leaf_count=166 225 440 326 1103 861
internal_value=0 0.00141151 0.00423939 0.000599732 -0.00552987
internal_weight=0 0.00701743 0.00590404 0.00489874 0.00310915
internal_count=3121 2955 2730 2404 1301
is_linear=0
shrinkage=0.1


Tree=7446
num_leaves=7
num_cat=0
split_feature=50 4 151 43 0 16
split_gain=2.88891e-05 3.52113e-05 3.76774e-05 4.93286e-05 4.8752e-05 0.000105283
threshold=0.079410000000000008 0.36766000000000004 -0.024429999999999997 0.016310000000000002 -0.053834999999999994 -0.084119999999999986
decision_type=2 2 2 2 2 2
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right_child=-2 -3 3 -5 -6 -7
leaf_value=0.00031644946424748139 -0.00031355147147321005 0.0003567987582275204 -0.00045281520356633671 0.00022529118698906192 -0.00049577903278841175 0.00031582973680227214
leaf_weight=0.0010775131573065363 0.0010375917553314571 0.0011178152801902715 0.001285824662266676 0.001463258218842323 0.001371435381861325 0.0014665140590708124
leaf_count=363 609 303 431 303 273 839
internal_value=0 3.47544e-05 -1.92606e-05 -8.40056e-05 -0.000193755 -4.32622e-05
internal_weight=0 0.00778236 0.00666455 0.00558703 0.00412377 0.00275234
internal_count=3121 2512 2209 1846 1543 1270
is_linear=0
shrinkage=0.00196078


Tree=7447
num_leaves=6
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split_feature=50 3 47 15 52
split_gain=2.51805e-05 3.6264e-05 6.12751e-05 5.48058e-05 4.44907e-05
threshold=0.079410000000000008 -0.10519499999999998 0.077555000000000013 -0.07490999999999999 0.090245000000000006
decision_type=2 2 2 2 2
left_child=1 -1 3 -3 -5
right_child=-2 2 -4 4 -6
leaf_value=0.00026751091523680761 -0.00029640854829707155 0.00041407661963336934 -0.00035572780258915997 0.00011676700799362508 -0.00038678684836534213
leaf_weight=0.0018424950066169904 0.0010493612482998767 0.0013084077643512829 0.0017486863057417116 0.0018236766916457552 0.0010706065457589172
leaf_count=348 609 563 299 902 400
internal_value=0 2.71317e-05 -4.72876e-05 8.10504e-05 -6.94995e-05
internal_weight=0 0.00779387 0.00595138 0.00420269 0.00289428
internal_count=3121 2512 2164 1865 1302
is_linear=0
shrinkage=0.00196078


Tree=7448
num_leaves=7
num_cat=0
split_feature=50 15 15 0 43 43
split_gain=3.01947e-05 4.13551e-05 3.13454e-05 3.12779e-05 6.3112e-05 3.73638e-05
threshold=0.079410000000000008 -0.10653 -0.092334999999999987 -0.10607499999999999 0.016310000000000002 -0.084004999999999982
decision_type=2 2 2 2 2 2
left_child=1 -1 -3 -4 5 -5
right_child=-2 2 3 4 -6 -7
leaf_value=0.00030220122627445229 -0.0003172480520468247 -0.00035735197337876149 0.00026966697476151592 -4.6285794956948815e-05 0.00029352766206411325 -0.00051530362561652868
leaf_weight=0.0017197002539504807 0.0010759868279080044 0.0010098283525884211 0.0014123149944422451 0.0015875079647362925 0.0012517421844098226 0.0011093736917660139
leaf_count=455 609 165 251 413 238 990
internal_value=0 3.23793e-05 -4.04554e-05 1.92377e-05 -7.0334e-05 -0.000239218
internal_weight=0 0.00809047 0.00637077 0.00536094 0.00394862 0.00269688
internal_count=3121 2512 2057 1892 1641 1403
is_linear=0
shrinkage=0.00196078


Tree=7449
num_leaves=8
num_cat=0
split_feature=50 15 0 0 43 0 2
split_gain=3.31382e-05 3.64927e-05 3.59096e-05 6.66713e-05 7.295e-05 3.89637e-05 5.02089e-05
threshold=0.079410000000000008 -0.15026499999999995 -0.14920999999999998 -0.10607499999999999 0.016310000000000002 -0.076899999999999982 0.08919500000000001
decision_type=2 2 2 2 2 2 2
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right_child=-2 2 3 4 -6 6 -8
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leaf_weight=0.0010508818844687517 0.0011033253016865053 0.0016984305950056905 0.0010984238310930115 0.0010387619925660068 0.0013194481256139029 0.0010159248118798202 0.0011446097029227584
leaf_count=318 609 167 223 973 258 184 389
internal_value=0 3.23534e-05 -1.67276e-05 5.88121e-05 -4.65093e-05 -0.000206503 -5.64619e-05
internal_weight=0 0.00836648 0.0073156 0.00561717 0.00451874 0.0031993 0.00216053
internal_count=3121 2512 2194 2027 1804 1546 573
is_linear=0
shrinkage=0.00196078


Tree=7450
num_leaves=7
num_cat=0
split_feature=15 151 47 13 1 0
split_gain=9.40185e-06 2.12774e-05 3.48619e-05 4.15624e-05 0.000101879 2.78503e-05
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decision_type=2 2 2 2 2 2
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leaf_value=-0.0072390847035904357 0.013709311216996709 0.01690202997602545 0.015065975677084864 0.0067790409522598145 -0.036116721927456512 -0.0058535490663261403
leaf_weight=0.0014872996686115525 0.001183816633155906 0.0010135086520726296 0.0010734573132687251 0.0011072648842547815 0.0011074498095384813 0.0011459834826586458
leaf_count=484 447 796 157 382 246 609
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internal_weight=0 0.00663148 0.00544766 0.00437421 0.00221471 0.00215949
internal_count=3121 2637 2190 2033 628 1405
is_linear=0
shrinkage=0.1


Tree=7451
num_leaves=7
num_cat=0
split_feature=3 13 48 0 16 2
split_gain=2.73682e-05 2.57416e-05 2.5199e-05 3.9087e-05 5.99297e-05 0.000100195
threshold=0.149315 -0.095539999999999986 0.091545000000000015 -0.053834999999999994 -0.008904999999999998 0.084055000000000005
decision_type=2 2 2 2 2 2
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leaf_value=-0.00032277971922946833 0.00029460074726769602 0.00029655434225028793 0.00022389159266867153 -0.00031769095761666671 0.00045077372779283887 -0.00045197379237464159
leaf_weight=0.0011341286480595313 0.0010023265550315264 0.0012796474032101884 0.0014682316820617929 0.0016477293897445918 0.0010183947667900635 0.0014858212304354984
leaf_count=221 168 489 295 398 582 968
internal_value=0 -4.90194e-05 -4.02121e-06 -6.56291e-05 4.41343e-05 -0.000105612
internal_weight=0 0.00803395 0.00689982 0.00543159 0.00378386 0.00276547
internal_count=3121 2953 2732 2437 2039 1457
is_linear=0
shrinkage=0.00196078


Tree=7452
num_leaves=6
num_cat=0
split_feature=150 15 43 43 3
split_gain=1.03238e-05 2.15536e-05 2.97703e-05 3.78642e-05 2.8534e-05
threshold=0.081835000000000019 -0.037864999999999989 -0.084004999999999982 0.016310000000000002 0.095270000000000007
decision_type=2 2 2 2 2
left_child=1 4 -3 -4 -1
right_child=-2 2 3 -5 -6
leaf_value=-1.5060166771153766e-05 0.0076353429207741703 0.014625528247649039 -0.015558762306973499 0.0083384559290560975 -0.021202911624436833
leaf_weight=0.0015359940466208347 0.0014351730947577725 0.0014044038399406251 0.0013009654212939458 0.0013521442432564879 0.0010843012619460039
leaf_count=957 420 375 926 299 144
internal_value=0 -0.00171313 0.00285237 -0.00337966 -0.00878278
internal_weight=0 0.00667781 0.00405751 0.00265311 0.0026203
internal_count=3121 2701 1600 1225 1101
is_linear=0
shrinkage=0.1


Tree=7453
num_leaves=7
num_cat=0
split_feature=484 42 16 2 2 4
split_gain=2.38204e-05 2.9e-05 2.71769e-05 7.39549e-05 5.47893e-05 3.17252e-05
threshold=0.073690000000000019 -1.0000000180025095e-35 -0.36241499999999999 0.10912000000000001 0.090935000000000016 0.0045450000000000013
decision_type=2 2 2 2 2 2
left_child=1 -1 -3 4 5 -4
right_child=-2 2 3 -5 -6 -7
leaf_value=-0.000297431991316157 0.00027149856257915363 -0.00021352021265981649 -9.3344122971780253e-05 0.0004937964172640238 -0.00038403201834695148 0.00038217006574695176
leaf_weight=0.0014288332460334289 0.0010346909218455309 0.0015436625274676003 0.0011602010822186907 0.0012553314218375551 0.0012784250394692553 0.0010081839209204468
leaf_count=806 394 294 809 316 376 126
internal_value=0 -4.54304e-05 1.22192e-05 8.6327e-05 -6.20737e-05 0.000127745
internal_weight=0 0.00767464 0.0062458 0.00470214 0.00344681 0.00216839
internal_count=3121 2727 1921 1627 1311 935
is_linear=0
shrinkage=0.00196078


Tree=7454
num_leaves=6
num_cat=0
split_feature=43 1 16 13 0
split_gain=1.23723e-05 2.50675e-05 3.62298e-05 3.03799e-05 6.69415e-05
threshold=-0.24021999999999996 0.11829500000000003 0.071345000000000006 -0.014169999999999999 -0.10224499999999999
decision_type=2 2 2 2 2
left_child=-1 2 3 -2 -5
right_child=1 -3 -4 4 -6
leaf_value=-0.010194702517666581 -0.0074363785550876083 0.015411709881679024 -0.016656977666249347 -0.0028859820549104768 0.027927487103141357
leaf_weight=0.0010487800627717791 0.0018045253922524223 0.0010872605239249959 0.0011966037475777272 0.001826221425092929 0.0011483976076539968
leaf_count=166 1347 350 462 223 573
internal_value=0 0.00144514 -0.00109602 0.00280014 0.00901003
internal_weight=0 0.00706301 0.00597575 0.00477914 0.00297462
internal_count=3121 2955 2605 2143 796
is_linear=0
shrinkage=0.1


Tree=7455
num_leaves=7
num_cat=0
split_feature=11 2 4 0 12 3
split_gain=3.52029e-05 4.28746e-05 7.41529e-05 4.35806e-05 7.62693e-05 1.04802e-05
threshold=1.0000000180025095e-35 0.098260000000000014 0.033845000000000007 -0.053834999999999994 0.088245000000000004 0.076840000000000006
decision_type=2 2 2 2 2 2
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right_child=-2 2 -4 -5 -6 -7
leaf_value=-0.00037926069020803642 -0.00035429597254937889 0.00047935160052115232 -9.7490214463102147e-05 -0.00041215302188993101 0.00032719125999005363 -9.5972888564036283e-05
leaf_weight=0.0010061850241281037 0.0010069993567778336 0.0017807774112167142 0.0016512681364372469 0.0011809119495388835 0.0016918168600431921 0.0010021383595260058
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internal_value=0 3.38842e-05 0.000201814 -8.41936e-05 2.04758e-05 -0.000237902
internal_weight=0 0.0083131 0.00343205 0.00488105 0.00370014 0.00200832
internal_count=3121 2877 812 2065 1871 999
is_linear=0
shrinkage=0.00196078


Tree=7456
num_leaves=7
num_cat=0
split_feature=160 160 133 43 0 16
split_gain=4.49065e-05 3.96955e-05 0.000107465 4.56061e-05 6.26644e-05 0.000108193
threshold=-0.087429999999999994 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.088909999999999989 -0.20211999999999997 -0.056919999999999991
decision_type=2 2 2 2 2 2
left_child=-1 -2 -3 -4 -5 -6
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leaf_weight=0.0010195651953811011 0.0010503085668469763 0.0011211737757969619 0.0017950865407466267 0.0014160610820460567 0.0018339220709988184 0.0014489049919325326
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internal_value=0 -5.89963e-05 -9.71027e-06 8.70743e-05 0.000188636 0.000337353
internal_weight=0 0.00866546 0.00761515 0.00649397 0.00469889 0.00328283
internal_count=3121 2583 2151 1439 1078 972
is_linear=0
shrinkage=0.00196078


Tree=7457
num_leaves=7
num_cat=0
split_feature=50 15 16 0 0 4
split_gain=2.3803e-05 3.84095e-05 4.91464e-05 5.60445e-05 4.44085e-05 1.78116e-05
threshold=0.079410000000000008 -0.15026499999999995 -0.36241499999999999 -0.10607499999999999 -0.060129999999999996 -0.35136499999999998
decision_type=2 2 2 2 2 2
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internal_value=0 3.09526e-05 -2.17021e-05 5.29034e-05 -8.64784e-05 6.1346e-05
internal_weight=0 0.00788482 0.0068681 0.0057124 0.00377047 0.0025432
internal_count=3121 2512 2194 1978 1741 387
is_linear=0
shrinkage=0.00196078


Tree=7458
num_leaves=7
num_cat=0
split_feature=47 4 4 3 15 43
split_gain=3.27222e-05 5.64151e-05 3.71129e-05 8.19864e-05 3.01016e-05 3.62498e-05
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decision_type=2 2 2 2 2 2
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internal_weight=0 0.00803302 0.00630167 0.00482278 0.00372857 0.0025491
internal_count=3121 3006 2609 2293 2177 1499
is_linear=0
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Tree=7459
num_leaves=6
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split_feature=42 160 49 42 2
split_gain=1.25463e-05 1.46821e-05 2.36929e-05 4.23517e-05 3.0877e-05
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decision_type=2 2 2 2 2
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internal_value=0 0.00171131 0.00420146 0.000331012 0.00643272
internal_weight=0 0.00676593 0.00526223 0.0039485 0.00293109
internal_count=3121 2259 1431 1174 734
is_linear=0
shrinkage=0.1


Tree=7460
num_leaves=7
num_cat=0
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decision_type=2 2 2 2 2 2
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internal_weight=0 0.00716108 0.00512895 0.00364123 0.00237801 0.00203213
internal_count=3121 2661 1660 1105 736 1001
is_linear=0
shrinkage=0.1


Tree=7461
num_leaves=7
num_cat=0
split_feature=50 15 16 0 2 52
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decision_type=2 2 2 2 2 2
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right_child=-2 2 3 5 -6 -7
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internal_weight=0 0.00775948 0.00612838 0.00317805 0.00295032 0.00204516
internal_count=3121 2512 2057 976 1081 304
is_linear=0
shrinkage=0.00196078


Tree=7462
num_leaves=6
num_cat=0
split_feature=13 47 16 0 42
split_gain=1.1228e-05 2.13823e-05 4.20456e-05 3.44695e-05 2.1774e-05
threshold=-0.23438999999999996 0.10904500000000002 -0.39185999999999993 -0.11013499999999998 0.084635000000000016
decision_type=2 2 2 2 2
left_child=-1 2 -2 -4 -5
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leaf_weight=0.0010459043436409745 0.001097486218191536 0.001138202383411089 0.0017409276895830345 0.0018576194618151157 0.0012791784513533637
leaf_count=169 287 163 260 1186 1056
internal_value=0 -0.00148758 0.000905303 -0.0030737 -0.00933632
internal_weight=0 0.00711341 0.00597521 0.00487773 0.0031368
internal_count=3121 2952 2789 2502 2242
is_linear=0
shrinkage=0.1


Tree=7463
num_leaves=7
num_cat=0
split_feature=3 51 52 4 0 4
split_gain=9.48895e-06 1.76636e-05 2.24312e-05 2.62053e-05 6.40892e-05 3.57304e-05
threshold=0.13524500000000003 0.087505000000000013 -0.088204999999999992 0.25615500000000008 -0.10011499999999998 -0.082109999999999975
decision_type=2 2 2 2 2 2
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right_child=-2 -3 3 -5 5 -7
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leaf_weight=0.0011957404095465909 0.0012036858770054391 0.0010220273966507869 0.0013438145481549234 0.0011507735823067071 0.0011722504691118038 0.0010585891783595398
leaf_count=580 192 373 222 296 438 1020
internal_value=0 -0.00147984 0.000615663 0.0037118 0.00793705 -0.00245524
internal_weight=0 0.0069432 0.00592117 0.00472543 0.00357465 0.00223084
internal_count=3121 2929 2556 1976 1680 1458
is_linear=0
shrinkage=0.1


Tree=7464
num_leaves=6
num_cat=0
split_feature=4 16 48 15 4
split_gain=1.01422e-05 2.4192e-05 2.96736e-05 4.43362e-05 4.51537e-05
threshold=0.24564500000000003 -0.094359999999999986 0.088965000000000002 -0.016799999999999995 -0.084369999999999987
decision_type=2 2 2 2 2
left_child=1 -1 3 -3 -5
right_child=-2 2 -4 4 -6
leaf_value=-0.013108832746022462 0.0065666877241803067 -0.020329406930214965 0.015856010896032082 -0.0089513764242724978 0.016925162863260769
leaf_weight=0.0014838145269048305 0.0018019301916338175 0.0010389566400850802 0.001108124847427918 0.001349063635767098 0.0013483089825449008
leaf_count=393 426 561 320 512 909
internal_value=0 -0.00193697 0.00148488 -0.00277732 0.00398327
internal_weight=0 0.00632827 0.00484445 0.00373633 0.00269737
internal_count=3121 2695 2302 1982 1421
is_linear=0
shrinkage=0.1


Tree=7465
num_leaves=6
num_cat=0
split_feature=16 1 43 48 43
split_gain=1.09878e-05 3.89449e-05 3.6675e-05 3.80544e-05 3.16375e-05
threshold=0.38525000000000004 0.077565000000000009 -0.04890499999999999 0.086035000000000014 -1.0000000180025095e-35
decision_type=2 2 2 2 2
left_child=1 4 -3 -4 -1
right_child=-2 2 3 -5 -6
leaf_value=-0.024840967474400989 0.0089700183560813603 0.017549165898286052 0.0070380080717068194 -0.014312253761706764 -0.00081403005809933663
leaf_weight=0.0010735895503360326 0.0011584468328692185 0.0013405276597210419 0.0019802808195612219 0.0014432775246950198 0.0011194948782600623
leaf_count=1154 311 539 582 178 357
internal_value=0 -0.00154869 0.00352761 -0.00196267 -0.012576
internal_weight=0 0.00695717 0.00476409 0.00342356 0.00219308
internal_count=3121 2810 1299 760 1511
is_linear=0
shrinkage=0.1


Tree=7466
num_leaves=7
num_cat=0
split_feature=50 16 160 43 15 2
split_gain=2.16586e-05 2.70014e-05 5.30245e-05 4.08834e-05 2.54521e-05 6.23119e-05
threshold=0.079410000000000008 -0.014034999999999997 -0.054789999999999998 -0.074359999999999996 -0.10653 0.092755000000000018
decision_type=2 2 2 2 2 2
left_child=1 4 -3 -4 -1 -6
right_child=-2 2 3 -5 5 -7
leaf_value=0.00015232809373306907 -0.000275867573373576 0.0005324509251234317 0.00026580102321226737 -0.00023556403397715061 5.4659859946150808e-05 -0.00053560370073825144
leaf_weight=0.0012627088525216687 0.0010218034091728587 0.0010143386678675851 0.0011848223738998261 0.001324173841127899 0.0017161203047056583 0.0011472966107271573
leaf_count=339 609 372 355 375 710 361
internal_value=0 2.80722e-05 0.000154139 1.19541e-06 -7.95776e-05 -0.000181843
internal_weight=0 0.00764946 0.00352333 0.002509 0.00412613 0.00286342
internal_count=3121 2512 1102 730 1410 1071
is_linear=0
shrinkage=0.00196078


Tree=7467
num_leaves=7
num_cat=0
split_feature=16 43 1 13 3 49
split_gain=8.92582e-06 3.23716e-05 3.62053e-05 5.92038e-05 2.3183e-05 6.20348e-06
threshold=0.38525000000000004 0.054355000000000007 1.0000000180025095e-35 -0.0025349999999999995 0.0051600000000000005 -0.00064499999999999985
decision_type=2 2 2 2 2 2
left_child=1 2 -1 -4 -5 -6
right_child=-2 -3 3 4 5 -7
leaf_value=-0.013335059442815395 0.0080744983250437361 -0.016982137237128807 0.021878981506904305 0.0098942137152338121 -0.014133028702869577 -0.0030285994769746055
leaf_weight=0.0012717734896121984 0.0011591500339423614 0.0011191877617508445 0.0015176655826312276 0.0010308999595347243 0.001000092851432516 0.001012329080164971
leaf_count=1252 311 399 696 231 101 131
internal_value=0 -0.00140403 0.00158509 0.00574539 -0.00230023 -0.00854705
internal_weight=0 0.00695195 0.00583276 0.00456099 0.00304332 0.00201242
internal_count=3121 2810 2411 1159 463 232
is_linear=0
shrinkage=0.1


Tree=7468
num_leaves=6
num_cat=0
split_feature=51 43 43 48 0
split_gain=9.81573e-06 1.858e-05 3.26323e-05 3.1521e-05 5.52256e-05
threshold=-0.076794999999999988 -0.15582499999999996 -0.0037449999999999996 0.085875000000000021 -0.10011499999999998
decision_type=2 2 2 2 2
left_child=-1 -2 -3 4 -4
right_child=1 2 3 -5 -6
leaf_value=-0.0078688451967886385 0.013645809924127845 -0.014117458439376339 0.023872398628698444 -0.0082433065297292558 -0.0041083049129373274
leaf_weight=0.0013382092076666026 0.0010624038983686659 0.0013842646917934772 0.0013967177698203234 0.0014886376661658409 0.0014250871802773154
leaf_count=537 213 1380 221 219 551
internal_value=0 0.00150539 -0.000759527 0.00353027 0.00974139
internal_weight=0 0.00675711 0.00569471 0.00431044 0.0028218
internal_count=3121 2584 2371 991 772
is_linear=0
shrinkage=0.1


Tree=7469
num_leaves=7
num_cat=0
split_feature=50 160 3 48 15 13
split_gain=2.88678e-05 3.30009e-05 3.523e-05 3.32857e-05 5.13076e-05 5.19386e-05
threshold=0.079410000000000008 -0.081639999999999976 -0.10519499999999998 0.092475000000000016 -0.016799999999999995 -0.029529999999999997
decision_type=2 2 2 2 2 2
left_child=1 -1 -3 4 -4 -6
right_child=-2 2 3 -5 5 -7
leaf_value=0.00034436005314318971 -0.00031546812541693905 0.00023769130338692409 -0.00043452670670124946 0.00018394484776119592 -0.00027056393390139988 0.00033943539884483516
leaf_weight=0.0011165208195482914 0.00104004597652877 0.001566757406399632 0.0017622325216439141 0.0012248965578946659 0.0011399468826519062 0.0010140154725232576
leaf_count=441 609 292 707 217 445 410
internal_value=0 3.22365e-05 -1.97164e-05 -9.81619e-05 -0.000186399 1.66039e-05
internal_weight=0 0.00782437 0.00670785 0.00514109 0.00391619 0.00215396
internal_count=3121 2512 2071 1779 1562 855
is_linear=0
shrinkage=0.00196078


Tree=7470
num_leaves=8
num_cat=0
split_feature=47 16 4 2 0 0 15
split_gain=3.59594e-05 4.47274e-05 4.81035e-05 4.31943e-05 2.52629e-05 4.00914e-05 4.39185e-05
threshold=0.12431000000000002 -0.48836499999999994 0.055260000000000011 0.10912000000000001 0.047850000000000011 -0.077999999999999986 -0.09095499999999998
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 4 5 6 -3
right_child=-2 2 -4 -5 -6 -7 -8
leaf_value=0.00037115923915120982 -0.00035555284655540854 0.00020704274611060085 -0.00032474752446638234 0.00041884102966327643 -0.00028296299555884776 0.00037234781503867141 -0.00033690426022494723
leaf_weight=0.0012975289443365378 0.0010079066859658902 0.0010611993912615285 0.0015938997813310131 0.0010547020587151901 0.0010831344753414679 0.0010819431547558793 0.0012346313420233553
leaf_count=252 91 281 411 278 149 463 1196
internal_value=0 3.63815e-05 -2.47175e-05 6.19851e-05 -2.23871e-05 6.11705e-05 -8.54762e-05
internal_weight=0 0.00840704 0.00710951 0.00551561 0.00446091 0.00337777 0.00229583
internal_count=3121 3030 2778 2367 2089 1940 1477
is_linear=0
shrinkage=0.00196078


Tree=7471
num_leaves=7
num_cat=0
split_feature=43 1 52 42 0 15
split_gain=1.02259e-05 2.23484e-05 3.23397e-05 6.48507e-05 8.14848e-05 3.09267e-05
threshold=-0.24021999999999996 0.11829500000000003 0.10160000000000001 0.086325000000000013 -0.077809999999999976 -0.095869999999999983
decision_type=2 2 2 2 2 2
left_child=-1 2 3 4 5 -2
right_child=1 -3 -4 -5 -6 -7
leaf_value=-0.0092822595644504197 -0.014076611792791589 0.014479519724509955 -0.016800231419163123 -0.02027482141930952 0.030426676971389229 0.0075574446129752018
leaf_weight=0.0010453279414255646 0.0011102753374937181 0.0010905576564227736 0.0010744167856943515 0.0010066757516639007 0.0011587887942513721 0.0016321723229446147
leaf_count=166 219 350 488 694 365 839
internal_value=0 0.00131408 -0.00108593 0.00235417 0.00819336 -0.00120107
internal_weight=0 0.00707289 0.00598233 0.00490791 0.00390124 0.00274245
internal_count=3121 2955 2605 2117 1423 1058
is_linear=0
shrinkage=0.1


Tree=7472
num_leaves=7
num_cat=0
split_feature=50 160 3 48 15 13
split_gain=3.28549e-05 3.09411e-05 2.70962e-05 3.83964e-05 4.84583e-05 5.01368e-05
threshold=0.079410000000000008 -0.081639999999999976 -0.10519499999999998 0.092475000000000016 -0.016799999999999995 -0.051094999999999995
decision_type=2 2 2 2 2 2
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right_child=-2 2 3 -5 5 -7
leaf_value=0.00034114081240650576 -0.00034050424807426858 0.00021072657413367265 -0.00042222764106941734 0.00021660929482860864 -0.00026546131418090204 0.00033778464696163969
leaf_weight=0.0010859730660063259 0.001017616916203991 0.0015565433279807403 0.001750513949380454 0.0012331019528225452 0.0011261364762200565 0.0010001178481708597
leaf_count=441 609 292 707 217 395 460
internal_value=0 3.42268e-05 -1.57701e-05 -8.47644e-05 -0.000180624 1.82851e-05
internal_weight=0 0.00775239 0.00666641 0.00510987 0.00387677 0.00212625
internal_count=3121 2512 2071 1779 1562 855
is_linear=0
shrinkage=0.00196078


Tree=7473
num_leaves=6
num_cat=0
split_feature=457 2 52 13 3
split_gain=1.05369e-05 2.43148e-05 4.94806e-05 4.3804e-05 2.42145e-05
threshold=0.045365000000000009 0.11293500000000002 0.10160000000000001 -0.084034999999999985 -0.059315
decision_type=2 2 2 2 2
left_child=1 2 3 -1 -5
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leaf_value=0.017131699386441341 0.0093150834522774013 0.0085468374857558798 -0.024486969156643286 -0.015194775822303717 0.0024327944348270653
leaf_weight=0.0010948282467108461 0.0010459828493542033 0.0018123914553581401 0.0010342799955350502 0.0015132224068683372 0.0016066742602903015
leaf_count=535 289 481 472 1073 271
internal_value=0 -0.00143941 -0.00488749 -7.78458e-05 -0.00611699
internal_weight=0 0.0070614 0.005249 0.00421472 0.0031199
internal_count=3121 2832 2351 1879 1344
is_linear=0
shrinkage=0.1


Tree=7474
num_leaves=6
num_cat=0
split_feature=52 43 2 3 0
split_gain=1.10062e-05 3.06739e-05 3.84153e-05 6.7804e-05 3.79624e-05
threshold=0.10347000000000002 0.08845500000000002 0.11215000000000001 0.090900000000000009 -0.084269999999999984
decision_type=2 2 2 2 2
left_child=1 2 3 4 -1
right_child=-2 -3 -4 -5 -6
leaf_value=-0.012770360664401133 0.0074600260498996892 -0.017644002738904339 -0.013704156398892912 0.02763172109144867 0.0093782235022072946
leaf_weight=0.0015395662842739579 0.0015731242606287646 0.0010355391633098537 0.0013253685658669041 0.001063351597363477 0.0015559558451319611
leaf_count=851 583 245 372 134 936
internal_value=0 -0.00185905 0.00112148 0.00584618 -0.00163743
internal_weight=0 0.00651978 0.00548424 0.00415887 0.00309552
internal_count=3121 2538 2293 1921 1787
is_linear=0
shrinkage=0.1


Tree=7475
num_leaves=7
num_cat=0
split_feature=50 484 42 2 48 12
split_gain=3.79693e-05 3.45985e-05 3.12731e-05 3.17738e-05 8.50079e-05 7.49897e-05
threshold=0.079410000000000008 0.073690000000000019 -1.0000000180025095e-35 0.11389000000000002 0.08975000000000001 0.089885000000000007
decision_type=2 2 2 2 2 2
left_child=1 2 -1 4 5 -4
right_child=-2 -3 3 -5 -6 -7
leaf_value=-0.00028384197363421005 -0.00035027538367798634 0.00037403911154257271 -0.00028569623140961889 -0.00021367309648657196 0.00061402372385479891 0.00029330781183916065
leaf_weight=0.0013139153279667663 0.0010991977899428686 0.0010289894695303878 0.0018708892235596067 0.0013462436147611305 0.001064526519884014 0.0015916288514790555
leaf_count=658 609 340 661 290 181 382
internal_value=0 3.77617e-05 -1.0383e-05 5.07926e-05 0.000129439 -1.95432e-05
internal_weight=0 0.00821619 0.0071872 0.00587329 0.00452704 0.00346252
internal_count=3121 2512 2172 1514 1224 1043
is_linear=0
shrinkage=0.00196078


Tree=7476
num_leaves=6
num_cat=0
split_feature=0 0 42 49 12
split_gain=1.13099e-05 1.97461e-05 4.62372e-05 5.71347e-05 3.32099e-05
threshold=0.13134000000000004 -0.053834999999999994 0.091295000000000015 -0.00064499999999999985 0.088105000000000003
decision_type=2 2 2 2 2
left_child=1 2 3 -1 -5
right_child=-2 -3 -4 4 -6
leaf_value=-0.018631810647511807 0.0097973428604020835 -0.01198852182395559 0.020454397507623883 -0.002751802790959421 0.019069817043066324
leaf_weight=0.0015618706769874491 0.001019672360154239 0.0014247626094323002 0.0010203889942468564 0.001999160119252134 0.0010710663449663457
leaf_count=491 84 444 567 878 657
internal_value=0 -0.00146753 0.00118438 -0.00306054 0.0048608
internal_weight=0 0.00707725 0.00565249 0.0046321 0.00307023
internal_count=3121 3037 2593 2026 1535
is_linear=0
shrinkage=0.1


Tree=7477
num_leaves=6
num_cat=0
split_feature=457 15 52 3 42
split_gain=1.03215e-05 2.48705e-05 2.74709e-05 4.1193e-05 6.23667e-05
threshold=0.045365000000000009 1.0000000180025095e-35 0.10347000000000002 0.11296500000000002 0.079510000000000011
decision_type=2 2 2 2 2
left_child=1 2 3 4 -1
right_child=-2 -3 -4 -5 -6
leaf_value=0.015243156014315643 0.0092694723953602853 -0.011714938533966069 0.0150630266590714 -0.018793504986019505 -0.014676313484137679
leaf_weight=0.0018668106469972986 0.0010372337875133239 0.0017589798983352013 0.0012358251826629502 0.001070624809176694 0.0011115226054243007
leaf_count=563 289 1167 304 144 654
internal_value=0 -0.00141527 0.00201286 -0.00197032 0.00407712
internal_weight=0 0.00704376 0.00528478 0.00404896 0.00297833
internal_count=3121 2832 1665 1361 1217
is_linear=0
shrinkage=0.1


Tree=7478
num_leaves=7
num_cat=0
split_feature=50 160 13 13 4 1
split_gain=3.65045e-05 2.75561e-05 3.3558e-05 6.26655e-05 7.08158e-05 2.36307e-05
threshold=0.079410000000000008 -0.081639999999999976 -0.074044999999999986 0.086705000000000018 0.0061450000000000003 0.077845000000000011
decision_type=2 2 2 2 2 2
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leaf_value=0.00033304473095497044 -0.00034985432691922252 8.3271312959910048e-06 -0.00064793101506553392 0.00023932937550493315 -2.4408774501339294e-05 0.00040897081179066392
leaf_weight=0.0010815936274602847 0.0010318398290314118 0.0012671140738433847 0.0011486747823941175 0.0013743623416009338 0.0017940929219107389 0.0010229412047028648
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internal_value=0 4.29191e-05 -4.57439e-06 -0.00010635 -0.000267793 0.00018729
internal_weight=0 0.00768878 0.00660719 0.00431713 0.00294277 0.00229006
internal_count=3121 2512 2071 1300 1048 771
is_linear=0
shrinkage=0.00196078


Tree=7479
num_leaves=6
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split_feature=3 12 43 0 4
split_gain=1.12799e-05 1.74058e-05 4.30902e-05 5.01653e-05 3.25308e-05
threshold=0.13524500000000003 0.092355000000000007 -0.092909999999999979 -0.10224499999999999 0.033845000000000007
decision_type=2 2 2 2 2
left_child=1 2 -1 4 -4
right_child=-2 -3 3 -5 -6
leaf_value=-0.017379707063344432 0.0089558710901791721 -0.010574024066839036 0.0082812957417398251 0.017338794613770397 -0.015691364477006486
leaf_weight=0.001006565749319439 0.0011883172702843343 0.0016434570959094185 0.0010636208772698797 0.0019650124236839121 0.0012100515571842752
leaf_count=264 192 906 164 1392 203
internal_value=0 -0.00159392 0.00121976 0.00563659 -0.00447699
internal_weight=0 0.00688871 0.00524525 0.00423868 0.00227367
internal_count=3121 2929 2023 1759 367
is_linear=0
shrinkage=0.1


Tree=7480
num_leaves=7
num_cat=0
split_feature=50 15 47 3 13 43
split_gain=2.9224e-05 3.80675e-05 3.90379e-05 7.01284e-05 4.13847e-05 3.85028e-05
threshold=0.079410000000000008 -0.15026499999999995 0.096175000000000024 0.10542000000000001 -0.033284999999999988 -0.013819999999999997
decision_type=2 2 2 2 2 2
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right_child=-2 2 -4 -5 5 -7
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leaf_weight=0.0010037966284347317 0.0010503896381178482 0.0013579878448231114 0.0011993387059120635 0.0012631290429261722 0.0011184896561747017 0.0018760349661812968
leaf_count=318 609 968 185 135 454 452
internal_value=0 3.48921e-05 -1.76162e-05 5.09661e-05 -6.70744e-05 6.16804e-05
internal_weight=0 0.00781878 0.00681498 0.00561564 0.00435251 0.00299452
internal_count=3121 2512 2194 2009 1874 906
is_linear=0
shrinkage=0.00196078


Tree=7481
num_leaves=7
num_cat=0
split_feature=50 15 16 2 48 4
split_gain=3.99209e-05 4.79515e-05 3.93717e-05 5.57449e-05 5.70045e-05 4.36565e-05
threshold=0.079410000000000008 -0.15026499999999995 -0.36241499999999999 0.10644500000000001 0.082620000000000013 -0.059649999999999988
decision_type=2 2 2 2 2 2
left_child=1 -1 -3 4 5 -4
right_child=-2 2 3 -5 -6 -7
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leaf_weight=0.0010440171404377339 0.0010438565674711466 0.0011506450430767336 0.0016492879236559383 0.001256785523551184 0.0011152166167305274 0.0017846725259769774
leaf_count=318 609 216 838 351 265 524
internal_value=0 4.45565e-05 -1.42498e-05 5.14187e-05 -4.95669e-05 -0.00017465
internal_weight=0 0.00800062 0.00695661 0.00580596 0.00454918 0.00343396
internal_count=3121 2512 2194 1978 1627 1362
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shrinkage=0.00196078


Tree=7482
num_leaves=7
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split_feature=50 15 4 2 48 12
split_gain=2.50135e-05 4.19802e-05 4.48819e-05 2.76514e-05 4.08204e-05 3.89373e-05
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decision_type=2 2 2 2 2 2
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leaf_value=0.00040054825780730326 -0.00028954401057034612 8.9778930833392387e-05 -0.00029267968878414995 0.00031229403812298271 0.00029908065689811952 -0.00036406432618074446
leaf_weight=0.0010126764816176595 0.0010884786876167443 0.0014418724320182871 0.0018120796753384833 0.0013069523883017034 0.0011378841236378079 0.0014655136163582445
leaf_count=306 609 473 277 331 266 859
internal_value=0 2.68618e-05 -2.5959e-05 6.43436e-05 -1.57647e-05 -0.000138988
internal_weight=0 0.00817698 0.0071643 0.00535222 0.00404527 0.00290739
internal_count=3121 2512 2206 1929 1598 1332
is_linear=0
shrinkage=0.00196078


Tree=7483
num_leaves=6
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split_feature=2 13 43 0 15
split_gain=1.17762e-05 2.92559e-05 2.58045e-05 3.41186e-05 1.34938e-05
threshold=0.099185000000000009 -0.08971999999999998 -0.074359999999999996 -0.10011499999999998 -0.074054999999999996
decision_type=2 2 2 2 2
left_child=2 -2 -1 -4 -3
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leaf_value=0.0056557142624248657 0.016997783096296411 0.0062495013052641726 -4.8574439339008959e-05 -0.022497016295088261 -0.0093954887989365094
leaf_weight=0.0019053416679735268 0.001199105104618211 0.001000189460065265 0.0016165101393656302 0.0011649787663786753 0.0012283436330205969
leaf_count=936 200 308 239 1027 411
internal_value=0 0.00440301 -0.00330949 -0.00945072 -0.00237385
internal_weight=0 0.00342764 0.00468683 0.00278149 0.00222853
internal_count=3121 919 2202 1266 719
is_linear=0
shrinkage=0.1


Tree=7484
num_leaves=6
num_cat=0
split_feature=13 0 151 43 16
split_gain=9.93951e-06 2.23137e-05 3.13886e-05 3.54434e-05 4.24878e-05
threshold=0.10935500000000002 -0.053834999999999994 -0.0083949999999999979 -0.013819999999999997 -0.088159999999999988
decision_type=2 2 2 2 2
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right_child=-2 -3 3 4 -6
leaf_value=-0.011815903318245483 0.0077641902835733469 -0.012122667144492977 0.021993568238142424 0.012166774962208547 -0.012266193189983607
leaf_weight=0.0013155704496405959 0.0013563668458696412 0.0015556704599894028 0.0010264593526168211 0.0014680513530489312 0.0013814765581902672
leaf_count=466 228 444 976 425 582
internal_value=0 -0.00161726 0.00153072 0.00606078 0.000321454
internal_weight=0 0.00674723 0.00519156 0.00387599 0.00284953
internal_count=3121 2893 2449 1983 1007
is_linear=0
shrinkage=0.1


Tree=7485
num_leaves=6
num_cat=0
split_feature=2 4 2 0 0
split_gain=1.08984e-05 2.51352e-05 2.18882e-05 2.45262e-05 4.72456e-05
threshold=0.099185000000000009 0.033845000000000007 0.090790000000000023 -0.10607499999999999 -0.077999999999999986
decision_type=2 2 2 2 2
left_child=2 -2 3 -1 -5
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leaf_value=0.012945750076979377 0.013008018748231634 -0.0041472629492081258 -0.015346902924169041 -0.02117640716143564 0.0070132895952366887
leaf_weight=0.0011157869256272681 0.0016728288363400737 0.0017449108594608349 0.0011233175219375734 0.0010334948261561975 0.0013998082800080521
leaf_count=192 477 442 433 1164 413
internal_value=0 0.00424947 -0.00318106 0.000669538 -0.0049597
internal_weight=0 0.00341774 0.00467241 0.00354909 0.0024333
internal_count=3121 919 2202 1769 1577
is_linear=0
shrinkage=0.1


Tree=7486
num_leaves=7
num_cat=0
split_feature=42 0 3 0 52 16
split_gain=1.08776e-05 1.62682e-05 3.32013e-05 2.56468e-05 3.1273e-05 1.77221e-05
threshold=-1.0000000180025095e-35 -0.060129999999999996 -0.078934999999999991 -0.14116499999999996 -0.0064899999999999992 0.22339500000000004
decision_type=2 2 2 2 2 2
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right_child=1 5 3 -5 -6 -7
leaf_value=-0.0081045913035576716 -0.015570438404533407 0.018459335477963003 -0.01609081323202112 0.014420913393499688 0.0082790237114366387 -0.00029425893270941024
leaf_weight=0.0013851320392835225 0.0012481336556136365 0.0010141442087174075 0.0010077814548820696 0.0013182758323476021 0.0011028173622074948 0.0010015412143578146
leaf_count=862 913 285 110 598 154 199
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internal_weight=0 0.00669269 0.00467701 0.00342887 0.0021106 0.00201569
internal_count=3121 2259 1775 862 264 484
is_linear=0
shrinkage=0.1


Tree=7487
num_leaves=6
num_cat=0
split_feature=457 2 52 13 4
split_gain=1.0756e-05 2.19687e-05 4.83172e-05 3.63182e-05 2.62196e-05
threshold=0.045365000000000009 0.11293500000000002 0.10160000000000001 -0.084034999999999985 0.053180000000000012
decision_type=2 2 2 2 2
left_child=1 2 3 -1 -5
right_child=-2 -3 -4 4 -6
leaf_value=0.015813555753192123 0.0094647575752978951 0.0080445534337229216 -0.024137463431432755 -0.014026138721442889 0.0044091460899938059
leaf_weight=0.0010822497958287327 0.0010385113963569965 0.0018127153953812775 0.0010299723992662638 0.0016608323252489069 0.0014407205660614936
leaf_count=535 289 481 472 1125 219
internal_value=0 -0.0014384 -0.00473542 4.09915e-05 -0.00546266
internal_weight=0 0.00702649 0.00521378 0.0041838 0.00310155
internal_count=3121 2832 2351 1879 1344
is_linear=0
shrinkage=0.1


Tree=7488
num_leaves=7
num_cat=0
split_feature=50 15 4 48 13 4
split_gain=3.696e-05 3.10685e-05 5.7611e-05 4.16823e-05 3.52182e-05 8.57122e-05
threshold=0.079410000000000008 -0.14809499999999998 0.098655000000000007 0.091545000000000015 -0.063184999999999977 -0.082249999999999976
decision_type=2 2 2 2 2 2
left_child=1 -1 3 4 -3 -6
right_child=-2 2 -4 -5 5 -7
leaf_value=0.00035851952011922591 -0.00035843967271761875 -0.0002624457463533013 -0.00031932298291402348 0.00044848040849609493 -0.00030635225469017181 0.00040495283433996402
leaf_weight=0.0010002030442280933 0.0010353067198822638 0.0012899778223898596 0.0017403489212982877 0.0010197866139207657 0.0010610082669194698 0.0016867437724047156
leaf_count=330 609 813 267 200 439 463
internal_value=0 3.58644e-05 -1.16094e-05 9.42784e-05 4.81959e-06 0.000130292
internal_weight=0 0.00779807 0.00679787 0.00505752 0.00403773 0.00274775
internal_count=3121 2512 2182 1915 1715 902
is_linear=0
shrinkage=0.00196078


Tree=7489
num_leaves=7
num_cat=0
split_feature=50 15 16 0 0 43
split_gain=3.41498e-05 2.63276e-05 3.18573e-05 5.98935e-05 5.21856e-05 1.44604e-05
threshold=0.079410000000000008 -0.10653 -0.013324999999999998 -0.053834999999999994 -0.10224499999999999 -0.032879999999999993
decision_type=2 2 2 2 2 2
left_child=1 -1 4 -4 -3 -5
right_child=-2 2 3 5 -6 -7
leaf_value=0.00026103014302661761 -0.00034449868823346424 -0.00040749162250617303 0.00047772570887074099 -0.00025142599588232631 0.00012192228041534534 8.0607890628637188e-05
leaf_weight=0.0016166638561329674 0.001011800611179922 0.0015906462670136319 0.0011279586161280788 0.0010149704168822982 0.001301618792221917 0.0010022514853803123
leaf_count=455 609 230 672 136 851 168
internal_value=0 3.87992e-05 -2.07082e-05 0.000115877 -0.000169237 -8.64558e-05
internal_weight=0 0.00765411 0.00603745 0.00314518 0.00289227 0.00201722
internal_count=3121 2512 2057 976 1081 304
is_linear=0
shrinkage=0.00196078


Tree=7490
num_leaves=7
num_cat=0
split_feature=50 160 13 13 4 1
split_gain=3.46099e-05 2.62686e-05 3.25981e-05 4.64623e-05 5.14193e-05 2.12903e-05
threshold=0.079410000000000008 -0.081639999999999976 0.086705000000000018 -0.074044999999999986 0.0061450000000000003 0.077845000000000011
decision_type=2 2 2 2 2 2
left_child=1 -1 3 5 -5 -3
right_child=-2 2 -4 4 -6 -7
leaf_value=0.00032393034909464148 -0.00034818251006517889 -3.8253162695215977e-05 0.0002619311998144886 -0.00056961523795673883 -3.5071925273575379e-05 0.00034494821245188039
leaf_weight=0.0010688382822488466 0.0010051642402280547 0.0012513959194370085 0.0013645189065091701 0.0011299966855375762 0.0017843931448744341 0.0010051773305266749
leaf_count=441 609 446 252 716 332 325
internal_value=0 3.89592e-05 -7.64612e-06 -7.87825e-05 -0.00024233 0.000132442
internal_weight=0 0.00760432 0.00653548 0.00517096 0.00291439 0.00225657
internal_count=3121 2512 2071 1819 1048 771
is_linear=0
shrinkage=0.00196078


Tree=7491
num_leaves=7
num_cat=0
split_feature=131 160 49 47 4 1
split_gain=2.74383e-05 3.23841e-05 3.45996e-05 5.61089e-05 6.24825e-05 5.12099e-05
threshold=0.084390000000000007 -0.083899999999999988 0.0093850000000000027 0.092530000000000015 0.0052350000000000009 0.083835000000000007
decision_type=2 2 2 2 2 2
left_child=1 -1 3 4 5 -3
right_child=-2 2 -4 -5 -6 -7
leaf_value=0.00035739422421631297 -0.00031482070673846197 3.1054178271963873e-05 0.00031451336666777003 -0.00046961315393132853 0.00029264116709737316 -0.00049561295363186693
leaf_weight=0.001009294026623777 0.0010045969712145298 0.0019813536843821689 0.0010314692134617033 0.0011236963294456188 0.0019229066596304313 0.0011060427536383867
leaf_count=488 492 771 452 113 312 493
internal_value=0 2.85643e-05 -1.77532e-05 -7.36258e-05 1.51851e-05 -0.000157621
internal_weight=0 0.00817476 0.00716547 0.006134 0.0050103 0.0030874
internal_count=3121 2629 2141 1689 1576 1264
is_linear=0
shrinkage=0.00196078


Tree=7492
num_leaves=6
num_cat=0
split_feature=0 0 42 49 12
split_gain=1.00692e-05 2.87827e-05 4.03458e-05 4.7348e-05 3.00013e-05
threshold=0.041630000000000007 -0.053834999999999994 0.091295000000000015 -0.00064499999999999985 0.088105000000000003
decision_type=2 2 2 2 2
left_child=1 2 3 -1 -5
right_child=-2 -3 -4 4 -6
leaf_value=-0.017021247470141752 0.0075498385259832913 -0.017225299720182843 0.019069703309092953 -0.0028759387433835212 0.017876787664350292
leaf_weight=0.0015671151126354695 0.0014324542120627906 0.0010118192914918339 0.0010222441106544997 0.0020034988858685897 0.0010679249050572224
leaf_count=491 252 276 567 878 657
internal_value=0 -0.00169051 0.0010862 -0.00287701 0.00433972
internal_weight=0 0.0066726 0.00566078 0.00463854 0.00307142
internal_count=3121 2869 2593 2026 1535
is_linear=0
shrinkage=0.1


Tree=7493
num_leaves=6
num_cat=0
split_feature=150 15 43 43 15
split_gain=1.21678e-05 2.49228e-05 3.71696e-05 3.622e-05 2.84988e-05
threshold=0.081835000000000019 -0.037864999999999989 -0.084004999999999982 0.016310000000000002 -0.15026499999999995
decision_type=2 2 2 2 2
left_child=1 4 -3 -4 -1
right_child=-2 2 3 -5 -6
leaf_value=0.0028663908245277828 0.0082832417541972899 0.016302492433150514 -0.015838531308974332 0.0076174101585583008 -0.018264784653310936
leaf_weight=0.0010959802769209856 0.0014397744175158678 0.0013921461099517369 0.0012933274049197526 0.0013408429210468469 0.0015281145350930342
leaf_count=333 420 375 926 299 768
internal_value=0 -0.00185618 0.0030859 -0.00389901 -0.00943913
internal_weight=0 0.00665041 0.00402632 0.00263417 0.00262409
internal_count=3121 2701 1600 1225 1101
is_linear=0
shrinkage=0.1


Tree=7494
num_leaves=7
num_cat=0
split_feature=50 15 4 4 1 3
split_gain=3.04175e-05 3.06547e-05 4.07661e-05 3.4875e-05 4.6969e-05 2.61517e-05
threshold=0.079410000000000008 -0.15026499999999995 0.098655000000000007 0.0052350000000000009 0.086560000000000012 -0.05647499999999999
decision_type=2 2 2 2 2 2
left_child=1 -1 3 4 5 -3
right_child=-2 2 -4 -5 -6 -7
leaf_value=0.00034985122687177802 -0.00032277764494390802 -4.4164688689547481e-05 -0.000272968837462111 0.00032558059234160991 -0.00037426104656068773 0.00036100476591592942
leaf_weight=0.0010240007123683012 0.001044001109133834 0.0015673782922097064 0.0017424775083768477 0.0015008921275385398 0.0010725642263401465 0.0010053059398639603
leaf_count=318 609 1078 270 280 474 92
internal_value=0 3.3307e-05 -1.37476e-05 7.40244e-05 -2.95512e-05 0.00011416
internal_weight=0 0.00791262 0.00688862 0.00514614 0.00364525 0.00257268
internal_count=3121 2512 2194 1924 1644 1170
is_linear=0
shrinkage=0.00196078


Tree=7495
num_leaves=6
num_cat=0
split_feature=457 15 52 3 42
split_gain=1.07262e-05 2.3902e-05 2.3492e-05 4.01002e-05 6.50083e-05
threshold=0.045365000000000009 1.0000000180025095e-35 0.10347000000000002 0.11296500000000002 0.079510000000000011
decision_type=2 2 2 2 2
left_child=1 2 3 4 -1
right_child=-2 -3 -4 -5 -6
leaf_value=0.015557538202553629 0.0094062298557641196 -0.011569097968734907 0.013989504987603336 -0.018343883684966908 -0.014951133777646373
leaf_weight=0.0018738176156854729 0.0010439334631783745 0.0017548447804967221 0.0012326165901965884 0.0010740365261767285 0.0011134433069164007
leaf_count=563 289 1167 304 144 654
internal_value=0 -0.00145494 0.00189773 -0.00177216 0.00418603
internal_weight=0 0.00704876 0.00529391 0.0040613 0.00298726
internal_count=3121 2832 1665 1361 1217
is_linear=0
shrinkage=0.1


Tree=7496
num_leaves=7
num_cat=0
split_feature=47 16 4 3 15 43
split_gain=3.57331e-05 5.95723e-05 3.34271e-05 4.14337e-05 3.12777e-05 4.25493e-05
threshold=0.11926500000000002 -0.48836499999999994 0.055260000000000011 0.10299500000000002 -0.022504999999999997 -0.0030899999999999994
decision_type=2 2 2 2 2 2
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right_child=-2 2 -4 -5 5 -7
leaf_value=0.00042579246146213563 -0.00035265387216510243 0.00017300433262041641 -0.00028807254024970565 0.00036099677827007722 2.5462931664132735e-05 -0.00047680462966890545
leaf_weight=0.0012886190514474734 0.0010071839655755059 0.001513954532154355 0.0015401926373336434 0.0011984167697607732 0.0015894987407409277 0.0010952991289412736
leaf_count=249 112 727 399 122 988 524
internal_value=0 3.86303e-05 -3.32853e-05 3.94234e-05 -5.23607e-05 -0.000179444
internal_weight=0 0.00822598 0.00693736 0.00539717 0.00419875 0.0026848
internal_count=3121 3009 2760 2361 2239 1512
is_linear=0
shrinkage=0.00196078


Tree=7497
num_leaves=7
num_cat=0
split_feature=50 160 3 48 15 13
split_gain=3.08845e-05 3.15115e-05 3.22083e-05 3.22115e-05 5.43334e-05 6.08929e-05
threshold=0.079410000000000008 -0.081639999999999976 -0.10519499999999998 0.092475000000000016 -0.016799999999999995 -0.029529999999999997
decision_type=2 2 2 2 2 2
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leaf_weight=0.0010860190733704509 0.0010369227447863099 0.0015611576761590902 0.0017576110642516366 0.001212338467934523 0.0010919650387965715 0.0010137292532885489
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internal_weight=0 0.00772282 0.0066368 0.00507564 0.00386331 0.00210569
internal_count=3121 2512 2071 1779 1562 855
is_linear=0
shrinkage=0.00196078


Tree=7498
num_leaves=6
num_cat=0
split_feature=42 160 43 16 0
split_gain=9.96478e-06 1.43421e-05 2.4281e-05 5.18006e-05 8.38585e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.074359999999999996 -0.056919999999999991 -0.20211999999999997
decision_type=2 2 2 2 2
left_child=-1 -2 -3 4 -4
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leaf_count=862 828 482 89 322 538
internal_value=0 0.0015431 0.00402657 -0.000124082 0.0081531
internal_weight=0 0.0067134 0.00520944 0.00380356 0.00253054
internal_count=3121 2259 1431 949 627
is_linear=0
shrinkage=0.1


Tree=7499
num_leaves=7
num_cat=0
split_feature=52 160 4 52 2 3
split_gain=1.12107e-05 3.31914e-05 3.1962e-05 1.90747e-05 6.03747e-05 5.52045e-05
threshold=-0.046924999999999988 -1.0000000180025095e-35 0.0052350000000000009 0.10347000000000002 0.10613000000000002 -0.059315
decision_type=2 2 2 2 2 2
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right_child=1 3 -4 -5 -6 -7
leaf_value=-0.0055613997581561939 -0.018499918888604926 -0.0061342594880363227 0.017215329763347317 0.013080349343230324 -0.022212402526091302 0.024323075813301433
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internal_weight=0 0.00562635 0.00246562 0.00457121 0.00353126 0.0024652
internal_count=3121 2168 953 1425 1221 1011
is_linear=0
shrinkage=0.1


Tree=7500
num_leaves=6
num_cat=0
split_feature=160 16 16 0 1
split_gain=1.29731e-05 2.50894e-05 4.72232e-05 3.98324e-05 6.99514e-05
threshold=-0.081069999999999989 -0.056919999999999991 0.38525000000000004 -0.20211999999999997 0.08844500000000001
decision_type=2 2 2 2 2
left_child=-1 3 -3 -2 -5
right_child=1 2 -4 4 -6
leaf_value=0.0095962426043125007 -0.013317134864223451 -0.01794622650802484 0.0085658408336975952 -0.0098599106606483446 0.022004766496377889
leaf_weight=0.0011901050065822706 0.0010343961338468684 0.001920898110499582 0.0010332170196929798 0.0011312008034420305 0.0017621054751277964
leaf_count=649 95 799 294 817 467
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internal_weight=0 0.00688182 0.00295412 0.0039277 0.00289331
internal_count=3121 2472 1093 1379 1284
is_linear=0
shrinkage=0.1


Tree=7501
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split_feature=4 4 2 48 2 12
split_gain=1.12756e-05 2.64439e-05 2.86164e-05 3.52312e-05 4.14893e-05 2.46188e-05
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decision_type=2 2 2 2 2 2
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leaf_count=518 352 195 361 381 460 854
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internal_weight=0 0.00677816 0.00541323 0.00422527 0.00311247 0.0020619
internal_count=3121 2769 2574 2213 1832 1372
is_linear=0
shrinkage=0.1


Tree=7502
num_leaves=7
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split_feature=13 47 16 151 42 16
split_gain=1.13031e-05 2.34398e-05 3.51648e-05 3.89762e-05 3.17716e-05 3.40483e-05
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decision_type=2 2 2 2 2 2
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leaf_weight=0.0010123641379400396 0.0010817471051618672 0.001119654987118978 0.0010067637782995215 0.001006848038725615 0.0012003955090601698 0.0016096904124342421
leaf_count=169 287 163 401 584 953 564
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internal_weight=0 0.0070251 0.00590544 0.0048237 0.00381693 0.00261654
internal_count=3121 2952 2789 2502 2101 1148
is_linear=0
shrinkage=0.1


Tree=7503
num_leaves=7
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split_feature=50 160 49 2 3 52
split_gain=2.37394e-05 2.75531e-05 3.47732e-05 4.27186e-05 4.79136e-05 3.60216e-05
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decision_type=2 2 2 2 2 2
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leaf_count=625 609 172 782 282 105 546
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internal_weight=0 0.00786533 0.00639361 0.00535542 0.00435353 0.00309772
internal_count=3121 2512 1887 1715 1433 1328
is_linear=0
shrinkage=0.00196078


Tree=7504
num_leaves=6
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split_feature=3 13 48 52 0
split_gain=1.01048e-05 1.77467e-05 2.2464e-05 3.10966e-05 2.72856e-05
threshold=0.13524500000000003 -0.086919999999999983 0.091545000000000015 0.070205000000000017 -0.10011499999999998
decision_type=2 2 2 2 2
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leaf_value=-0.011878782786073849 0.0085755819474377468 0.0017433629175841693 0.013689429430316353 0.01079616218771119 -0.016925009542387494
leaf_weight=0.0013298239830419967 0.0011628220130005728 0.001564001842781925 0.0011124329312118611 0.001300074271607464 0.0015677002425850733
leaf_count=530 192 241 252 758 1148
internal_value=0 -0.00150407 0.00098439 -0.00220474 -0.00760185
internal_weight=0 0.00687403 0.00554421 0.00443178 0.0031317
internal_count=3121 2929 2399 2147 1389
is_linear=0
shrinkage=0.1


Tree=7505
num_leaves=7
num_cat=0
split_feature=50 47 4 13 49 0
split_gain=3.58897e-05 3.17877e-05 4.11781e-05 4.26665e-05 6.97052e-05 1.13857e-05
threshold=0.079410000000000008 0.077555000000000013 -0.35136499999999998 -0.033284999999999988 -0.039339999999999993 -0.10224499999999999
decision_type=2 2 2 2 2 2
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right_child=-2 5 3 4 -6 -7
leaf_value=-0.00021743709906202804 -0.00034914043538253971 -0.00031128447946487275 -6.8335653574250684e-05 -3.5046890174672645e-05 0.0005705629196961911 -2.5535024117394553e-05
leaf_weight=0.0011695216071545009 0.0010558365485182379 0.001071018028811193 0.0015687156459147917 0.0012135575690298832 0.0018364521712470718 0.0010734029274295787
leaf_count=161 609 97 1112 175 724 243
internal_value=0 3.56731e-05 0.000111223 0.000194443 0.000329599 -0.000168251
internal_weight=0 0.00793267 0.00578825 0.00461873 0.00305001 0.00214442
internal_count=3121 2512 2172 2011 899 340
is_linear=0
shrinkage=0.00196078


Tree=7506
num_leaves=6
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split_feature=0 47 3 13 4
split_gain=1.06683e-05 2.65492e-05 4.01754e-05 4.05693e-05 2.47733e-05
threshold=-0.060129999999999996 0.087235000000000021 0.090900000000000009 -0.0034749999999999994 -0.35136499999999998
decision_type=2 2 2 2 2
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leaf_weight=0.001599099337337783 0.0012676279837606822 0.0014829750758782413 0.0013098310622240298 0.0010057209220010884 0.0013783401347595872
leaf_count=1571 227 309 199 469 346
internal_value=0 -0.00259917 0.00171746 -0.00546631 0.00515221
internal_weight=0 0.00539763 0.00391465 0.00260482 0.00264597
internal_count=3121 2548 2239 2040 573
is_linear=0
shrinkage=0.1


Tree=7507
num_leaves=7
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split_feature=0 1 47 16 16 47
split_gain=9.98268e-06 2.65043e-05 3.05657e-05 3.10844e-05 2.12138e-05 1.82043e-05
threshold=0.041630000000000007 0.077565000000000009 1.0000000180025095e-35 -0.008904999999999998 -0.095094999999999985 0.11402500000000002
decision_type=2 2 2 2 2 2
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right_child=-2 2 5 -5 -6 -7
leaf_value=-0.014096597849651234 0.0075912095092219127 0.010909101434981944 -0.017319712190211885 0.021284786400556189 -0.0091891647167716261 0.0015126507871679369
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leaf_count=1554 252 287 211 293 394 130
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internal_weight=0 0.00661884 0.00525542 0.00320213 0.00210291 0.00205328
internal_count=3121 2869 1315 974 681 341
is_linear=0
shrinkage=0.1


Tree=7508
num_leaves=6
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split_feature=52 12 1 48 0
split_gain=1.01227e-05 3.46232e-05 4.91156e-05 5.29225e-05 2.13849e-05
threshold=0.11434500000000002 0.095110000000000014 0.11181500000000001 0.083685000000000009 -0.10011499999999998
decision_type=2 2 2 2 2
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right_child=-2 -3 -4 -5 -6
leaf_value=0.0057363753402121598 -0.0083658329920232883 0.014598111849307413 -0.019340437695676751 0.020395493525592914 -0.012232406248771885
leaf_weight=0.0011459488465302206 0.0012353275301813698 0.0015509879732977568 0.0012911908487221076 0.0012241369949694296 0.0015693733096653888
leaf_count=217 501 558 294 332 1219
internal_value=0 0.00147642 -0.00241441 0.00313324 -0.00464903
internal_weight=0 0.00678164 0.00523065 0.00393946 0.00271532
internal_count=3121 2620 2062 1768 1436
is_linear=0
shrinkage=0.1


Tree=7509
num_leaves=7
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split_feature=50 160 3 15 1 13
split_gain=2.66463e-05 3.46626e-05 3.06634e-05 3.26104e-05 9.17651e-05 5.13115e-05
threshold=0.079410000000000008 -0.081639999999999976 -0.10519499999999998 -0.016799999999999995 0.11181500000000001 -0.014169999999999999
decision_type=2 2 2 2 2 2
left_child=1 -1 -3 4 -4 -5
right_child=-2 2 3 5 -6 -7
leaf_value=0.00035406116085892842 -0.00030596404319920061 0.00021908311959187459 4.5051926238382142e-05 -0.0002005303739161938 -0.00068811469522122594 0.00038625692100188914
leaf_weight=0.0010944572485424185 0.0010229631957662669 0.0015451359205564206 0.0016874366394028157 0.0012158086854790124 0.0010741419392131734 0.0010835767936757618
leaf_count=441 609 292 654 490 247 388
internal_value=0 3.08601e-05 -2.26858e-05 -9.6499e-05 -0.00024012 7.59909e-05
internal_weight=0 0.00770056 0.0066061 0.00506096 0.00276158 0.00229939
internal_count=3121 2512 2071 1779 901 878
is_linear=0
shrinkage=0.00196078


Tree=7510
num_leaves=7
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split_feature=50 15 15 49 12 43
split_gain=2.94786e-05 3.00187e-05 3.68611e-05 3.54225e-05 4.87458e-05 2.05144e-05
threshold=0.079410000000000008 -0.10653 -0.037864999999999989 -0.006494999999999999 0.051320000000000005 0.0061450000000000003
decision_type=2 2 2 2 2 2
left_child=1 -1 -3 -4 -5 -6
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leaf_weight=0.0015969670451815542 0.0010068951924368059 0.0017157678284533545 0.0010613513444771494 0.0011552078181276586 0.0010079773313959172 0.001005813071621439
leaf_count=455 609 644 225 147 829 212
internal_value=0 3.90221e-05 -2.50814e-05 7.32377e-05 0.000177074 -7.11358e-06
internal_weight=0 0.00754308 0.00594612 0.00423035 0.003169 0.00201379
internal_count=3121 2512 2057 1413 1188 1041
is_linear=0
shrinkage=0.00196078


Tree=7511
num_leaves=7
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split_feature=50 15 15 0 43 13
split_gain=2.52633e-05 3.58446e-05 4.09258e-05 3.40969e-05 4.90411e-05 4.79625e-05
threshold=0.079410000000000008 -0.15914499999999995 -0.095869999999999983 -0.10607499999999999 0.016310000000000002 0.016935000000000002
decision_type=2 2 2 2 2 2
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leaf_count=306 609 242 278 1178 243 265
internal_value=0 3.71682e-05 -1.25795e-05 6.0403e-05 -4.13748e-05 -0.000190715
internal_weight=0 0.00802662 0.0070154 0.00566908 0.00391521 0.00267594
internal_count=3121 2512 2206 1964 1686 1443
is_linear=0
shrinkage=0.00196078


Tree=7512
num_leaves=6
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split_feature=12 160 0 0 3
split_gain=1.02106e-05 2.51987e-05 2.70385e-05 5.26647e-05 2.61329e-05
threshold=-0.010834999999999999 -1.0000000180025095e-35 -0.053834999999999994 -0.11756999999999999 -0.078934999999999991
decision_type=2 2 2 2 2
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leaf_count=421 870 251 308 934 337
internal_value=0 -0.00148768 0.00163401 0.00584429 0.0164751
internal_weight=0 0.00691041 0.00545311 0.00401701 0.00215734
internal_count=3121 2700 1830 1522 1271
is_linear=0
shrinkage=0.1


Tree=7513
num_leaves=6
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split_feature=0 0 52 16 16
split_gain=1.04927e-05 2.36483e-05 3.33383e-05 2.22872e-05 3.05846e-05
threshold=0.041630000000000007 -0.053834999999999994 -0.078224999999999975 -0.083134999999999987 -0.27167499999999994
decision_type=2 2 2 2 2
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leaf_count=552 252 276 329 1098 614
internal_value=0 -0.00171059 0.00081837 -0.00302413 0.00241856
internal_weight=0 0.00661604 0.00561191 0.00449478 0.00281377
internal_count=3121 2869 2593 2041 943
is_linear=0
shrinkage=0.1


Tree=7514
num_leaves=8
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split_feature=2 42 0 43 13 2 2
split_gain=2.84818e-05 3.85324e-05 3.9886e-05 3.34296e-05 3.33906e-05 2.81993e-05 2.47542e-05
threshold=0.099185000000000009 -0.088669999999999985 -0.060129999999999996 -0.0037449999999999996 -0.08971999999999998 0.086285000000000014 0.116525
decision_type=2 2 2 2 2 2 2
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leaf_count=308 200 1123 224 293 411 254 308
internal_value=0 -9.62601e-05 -0.000182107 -0.000294556 0.000127235 -0.00015067 -7.55826e-06
internal_weight=0 0.00517396 0.00411484 0.00307239 0.00380404 0.00205525 0.00247274
internal_count=3121 2202 1894 1670 919 547 719
is_linear=0
shrinkage=0.00196078


Tree=7515
num_leaves=7
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split_feature=4 151 4 15 4 3
split_gain=3.36466e-05 2.90737e-05 3.26712e-05 4.7612e-05 3.66573e-05 1.74036e-05
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decision_type=2 2 2 2 2 2
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internal_value=0 -5.96778e-05 -0.000113006 -0.0002682 1.48114e-05 -0.000134028
internal_weight=0 0.00754839 0.0063323 0.00285988 0.00347242 0.00224633
internal_count=3121 2756 2305 619 1686 615
is_linear=0
shrinkage=0.00196078


Tree=7516
num_leaves=6
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split_feature=11 0 47 49 3
split_gain=4.60913e-05 4.22743e-05 4.00306e-05 6.47398e-05 4.73327e-05
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decision_type=2 2 2 2 2
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internal_value=0 3.86021e-05 -3.5944e-05 6.44032e-05 0.000218052
internal_weight=0 0.00827553 0.00645039 0.00453604 0.00317153
internal_count=3121 2895 2634 2288 1990
is_linear=0
shrinkage=0.00196078


Tree=7517
num_leaves=6
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split_feature=4 4 2 2 12
split_gain=1.15581e-05 1.89237e-05 2.31123e-05 2.92959e-05 2.50666e-05
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decision_type=2 2 2 2 2
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leaf_weight=0.0015525854334037764 0.0012826891634289779 0.0013646318898370771 0.001363797313943137 0.0010649818373143776 0.0014459112501082469
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internal_value=0 -0.00169364 0.000953175 -0.00282739 0.00223289
internal_weight=0 0.00679191 0.00542728 0.00406348 0.0029985
internal_count=3121 2769 2574 2159 1739
is_linear=0
shrinkage=0.1


Tree=7518
num_leaves=8
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split_feature=50 160 43 16 15 15 3
split_gain=5.66286e-05 5.02737e-05 4.00035e-05 5.18072e-05 5.87019e-05 3.61994e-05 3.25725e-05
threshold=0.079410000000000008 -0.027994999999999996 -0.15323999999999996 0.15891500000000003 -0.070929999999999979 -0.10653 -0.078934999999999991
decision_type=2 2 2 2 2 2 2
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internal_weight=0 0.00836058 0.00676716 0.00553498 0.00431276 0.00223537 0.00207739
internal_count=3121 2512 1887 1711 1336 503 833
is_linear=0
shrinkage=0.00196078


Tree=7519
num_leaves=6
num_cat=0
split_feature=0 12 49 47 4
split_gain=1.11037e-05 2.42979e-05 3.54316e-05 2.66718e-05 2.3758e-05
threshold=-0.060129999999999996 0.090840000000000018 -0.006494999999999999 1.0000000180025095e-35 -0.35136499999999998
decision_type=2 2 2 2 2
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leaf_weight=0.0014172321567918972 0.0012774113446127862 0.0012728794025243326 0.0017271943493727289 0.001013426369441701 0.0013801953352736698
leaf_count=425 227 825 1123 175 346
internal_value=0 -0.00264118 0.00105978 0.00769808 0.00524723
internal_weight=0 0.00543073 0.00415785 0.00274062 0.00265761
internal_count=3121 2548 1723 1298 573
is_linear=0
shrinkage=0.1


Tree=7520
num_leaves=7
num_cat=0
split_feature=50 160 3 48 15 13
split_gain=2.99943e-05 3.62567e-05 3.8576e-05 4.29267e-05 6.06402e-05 6.60419e-05
threshold=0.079410000000000008 -0.081639999999999976 -0.10519499999999998 0.092475000000000016 -0.016799999999999995 -0.029529999999999997
decision_type=2 2 2 2 2 2
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leaf_weight=0.0011016999809145174 0.0010204292738181103 0.001583792130255085 0.0017728848362663086 0.0012344462108047757 0.0010908220422286531 0.0010128745110203764
leaf_count=441 609 292 707 217 445 410
internal_value=0 3.65245e-05 -1.77175e-05 -0.000100572 -0.000201975 2.31559e-05
internal_weight=0 0.00779652 0.00669482 0.00511103 0.00387658 0.0021037
internal_count=3121 2512 2071 1779 1562 855
is_linear=0
shrinkage=0.00196078


Tree=7521
num_leaves=7
num_cat=0
split_feature=50 160 13 13 4 16
split_gain=3.60994e-05 4.09605e-05 2.95808e-05 6.12885e-05 5.70242e-05 2.89364e-05
threshold=0.079410000000000008 -0.081639999999999976 -0.074044999999999986 0.016935000000000002 0.0067750000000000006 -0.014034999999999997
decision_type=2 2 2 2 2 2
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leaf_value=0.00038146638734323177 -0.00034596820730904834 -2.7427969843190214e-05 -0.00065528297960436906 0.00018193544574957078 -7.6788271417852017e-05 0.00040934404999896809
leaf_weight=0.0011485393029127561 0.0010622823514130535 0.0013717639482868291 0.0010344962368889115 0.0017051516498591277 0.0017863960901402997 0.0010144243628061799
leaf_count=441 609 435 630 380 290 336
internal_value=0 3.85718e-05 -1.84037e-05 -0.00011154 -0.000288938 0.000158254
internal_weight=0 0.00806077 0.00691223 0.00452604 0.00282089 0.00238619
internal_count=3121 2512 2071 1300 920 771
is_linear=0
shrinkage=0.00196078


Tree=7522
num_leaves=6
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split_feature=50 15 15 43 4
split_gain=3.2084e-05 3.33425e-05 3.67486e-05 2.1595e-05 3.66252e-05
threshold=0.079410000000000008 -0.10653 -0.070929999999999979 0.016310000000000002 -0.064054999999999987
decision_type=2 2 2 2 2
left_child=1 -1 -3 4 -4
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leaf_value=0.00029117596677043678 -0.00033223639628067296 -0.00031216210788314686 -0.000252952097603017 0.00026344461505168433 0.00016232548049962419
leaf_weight=0.0016143165889718298 0.0010017427852529927 0.0013419215346512654 0.0015207343154007204 0.0013651815415601557 0.0017632192321264755
leaf_count=455 609 438 805 257 557
internal_value=0 4.1069e-05 -2.63234e-05 5.61808e-05 -2.99814e-05
internal_weight=0 0.00760537 0.00599106 0.00464914 0.00328395
internal_count=3121 2512 2057 1619 1362
is_linear=0
shrinkage=0.00196078


Tree=7523
num_leaves=7
num_cat=0
split_feature=3 51 42 49 12 0
split_gain=1.01077e-05 2.03393e-05 2.56565e-05 5.31135e-05 5.61809e-05 4.42305e-05
threshold=0.13524500000000003 0.087505000000000013 -0.088669999999999985 -0.026779999999999995 0.088365000000000013 -0.10224499999999999
decision_type=2 2 2 2 2 2
left_child=1 2 -1 -4 5 -5
right_child=-2 -3 3 4 -6 -7
leaf_value=0.015009309019130708 0.0085474979568621236 -0.014535745183312732 0.017009908851053964 -0.01200750121978043 -0.023153097648241274 0.015686414913523499
leaf_weight=0.0010397163361482199 0.0011695344786336777 0.0010211602636455994 0.0011038560530823617 0.0011543627747334043 0.001476452145553689 0.0011524558198890711
leaf_count=353 192 373 286 187 931 799
internal_value=0 -0.001501 0.000744808 -0.00228991 -0.00792107 0.00182801
internal_weight=0 0.006948 0.00592684 0.00488713 0.00378327 0.00230682
internal_count=3121 2929 2556 2203 1917 986
is_linear=0
shrinkage=0.1


Tree=7524
num_leaves=7
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split_feature=50 160 13 13 16 1
split_gain=2.62225e-05 3.6231e-05 3.103e-05 5.09492e-05 5.32757e-05 3.2671e-05
threshold=0.079410000000000008 -0.081639999999999976 0.086705000000000018 -0.074044999999999986 -0.056919999999999991 0.077845000000000011
decision_type=2 2 2 2 2 2
left_child=1 -1 3 5 -5 -3
right_child=-2 2 -4 4 -6 -7
leaf_value=0.00035766017584035079 -0.00030213850095860698 -8.4773516085453313e-05 0.00023368040741856606 -6.2935012548974859e-05 -0.00060608150263964937 0.00038500868379052572
leaf_weight=0.0011095393665015666 0.0010387265758665934 0.0012722376654318761 0.0014089149919285192 0.0018866918567775278 0.0010986059058302304 0.0010298869644126247
leaf_count=441 609 446 252 608 440 325
internal_value=0 2.94847e-05 -2.48919e-05 -9.37925e-05 -0.000262816 0.00012539
internal_weight=0 0.00780588 0.00669634 0.00528742 0.0029853 0.00230212
internal_count=3121 2512 2071 1819 1048 771
is_linear=0
shrinkage=0.00196078


Tree=7525
num_leaves=7
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split_feature=50 15 160 0 16 52
split_gain=2.83264e-05 4.45482e-05 4.06028e-05 4.00273e-05 5.90445e-05 4.3771e-05
threshold=0.079410000000000008 -0.15026499999999995 -0.027994999999999996 -0.11756999999999999 -0.083134999999999987 0.09086000000000001
decision_type=2 2 2 2 2 2
left_child=1 -1 -3 -4 -5 -6
right_child=-2 2 3 4 5 -7
leaf_value=0.00041787217027394762 -0.00031294592478332893 0.00030721975064008667 -0.00033624239270300466 0.00036578372302343632 -0.0003705704314222146 0.0001523056975286123
leaf_weight=0.0010132158488213496 0.0010208298724812088 0.0011810428293757792 0.0017735017055787693 0.0012685323092349187 0.001475861575175084 0.0010559112863670274
leaf_count=318 609 518 266 425 795 190
internal_value=0 3.4478e-05 -2.30305e-05 -9.30078e-05 2.05034e-05 -0.000152498
internal_weight=0 0.00776807 0.00675485 0.00557381 0.00380031 0.00253177
internal_count=3121 2512 2194 1676 1410 985
is_linear=0
shrinkage=0.00196078


Tree=7526
num_leaves=7
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split_feature=50 15 4 160 4 4
split_gain=3.21554e-05 4.60491e-05 4.03511e-05 2.89775e-05 3.35834e-05 3.48281e-05
threshold=0.079410000000000008 -0.15026499999999995 0.098655000000000007 -0.027994999999999996 -0.35136499999999998 -0.046564999999999988
decision_type=2 2 2 2 2 2
left_child=1 -1 3 -3 -5 -6
right_child=-2 2 -4 4 5 -7
leaf_value=0.00033236031183930841 -0.00041960559502082469 0.00024124611159484957 -0.00037283000881444683 -0.00039344862486339564 0.00028974738428895149 -0.00015481663276422015
leaf_weight=0.0010226649442529392 0.0010604342327864809 0.0011913871752399618 0.0017308873972701356 0.0011319477803069852 0.0010533148772222886 0.001899007069732253
leaf_count=318 609 486 270 155 722 561
internal_value=0 -5.63171e-05 -0.000113048 -2.78161e-05 -0.000106302 3.79273e-06
internal_weight=0 0.00802921 0.00700654 0.00527566 0.00408427 0.00295232
internal_count=3121 2512 2194 1924 1438 1283
is_linear=0
shrinkage=0.00196078


Tree=7527
num_leaves=6
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split_feature=4 4 3 13 43
split_gain=1.16733e-05 2.49922e-05 4.23706e-05 2.45287e-05 3.46715e-05
threshold=0.24564500000000003 0.055260000000000011 0.10299500000000002 -0.033284999999999988 -0.013819999999999997
decision_type=2 2 2 2 2
left_child=1 2 3 -1 -5
right_child=-2 -3 -4 4 -6
leaf_value=-0.016491001480814445 0.006933872332036576 -0.01418404552724771 0.017651516570057306 0.014460686813008966 -0.0085927338461836682
leaf_weight=0.0011162803768084333 0.0018098380218812601 0.0013602007103456406 0.0011810754716326992 0.001130606946703945 0.0015423473828686048
leaf_count=1222 426 279 139 526 529
internal_value=0 -0.00217322 0.00111373 -0.00404098 0.00115841
internal_weight=0 0.00633051 0.00497031 0.00378923 0.00267295
internal_count=3121 2695 2416 2277 1055
is_linear=0
shrinkage=0.1


Tree=7528
num_leaves=7
num_cat=0
split_feature=50 160 4 42 12 1
split_gain=3.04934e-05 3.34463e-05 2.5879e-05 4.37502e-05 5.44769e-05 5.17386e-05
threshold=0.079410000000000008 -0.027994999999999996 0.24564500000000003 0.091295000000000015 0.089795000000000014 0.086560000000000012
decision_type=2 2 2 2 2 2
left_child=1 -1 3 4 5 -3
right_child=-2 2 -4 -5 -6 -7
leaf_value=0.0003057353966921737 -0.00032610091634438645 0.00028170038361620235 0.00021024458532854372 0.00026744705044313906 -0.00057466519957810429 -0.00026879672536094835
leaf_weight=0.001444507207981751 0.0010056884033714563 0.0011018563669772843 0.0013844803231722377 0.0010129464563263285 0.0010348863524624946 0.0016235968954356583
leaf_count=625 609 593 292 332 408 262
internal_value=0 3.72111e-05 -2.57802e-05 -9.42386e-05 -0.000191668 -4.62397e-05
internal_weight=0 0.00760227 0.00615777 0.00477329 0.00376034 0.00272545
internal_count=3121 2512 1887 1595 1263 855
is_linear=0
shrinkage=0.00196078


Tree=7529
num_leaves=7
num_cat=0
split_feature=484 1 47 4 52 48
split_gain=4.2891e-05 4.96167e-05 6.00684e-05 4.55497e-05 7.03442e-05 6.49895e-05
threshold=0.084040000000000017 0.12337000000000002 0.096175000000000024 0.053180000000000012 0.077655000000000016 0.082620000000000013
decision_type=2 2 2 2 2 2
left_child=1 2 3 4 5 -1
right_child=-2 -3 -4 -5 -6 -7
leaf_value=-0.00065487199624063752 0.00037158599070266949 0.00029266725298695385 -0.00056381492764605919 0.00021463743811126683 0.00014098748395193422 -3.0025893059467833e-05
leaf_weight=0.0013757083950767829 0.0010068974253770466 0.0013222643857942855 0.0010104577765381786 0.0017979948008357257 0.0018020949466559465 0.0011966233770787755
leaf_count=882 368 247 215 374 782 253
internal_value=0 -5.63871e-05 -0.000120643 -4.80934e-05 -0.000156082 -0.0003642
internal_weight=0 0.00850514 0.00718288 0.00617242 0.00437443 0.00257233
internal_count=3121 2753 2506 2291 1917 1135
is_linear=0
shrinkage=0.00196078


Tree=7530
num_leaves=7
num_cat=0
split_feature=4 151 12 2 2 4
split_gain=9.60456e-06 1.8756e-05 3.77989e-05 3.1754e-05 2.50116e-05 2.25668e-05
threshold=0.27287000000000006 -0.024429999999999997 0.088305000000000008 0.088555000000000009 0.10803500000000001 0.0061450000000000003
decision_type=2 2 2 2 2 2
left_child=1 -1 4 -4 5 -3
right_child=-2 2 3 -5 -6 -7
leaf_value=0.010458487465949667 0.0077412123798801706 -0.026337544804167862 0.016753233731668253 -0.005651268625444056 0.0021076159361640002 -0.0062575624949633675
leaf_weight=0.0010803784472618871 0.0012992322261223587 0.0011901431652248391 0.0012334723331295652 0.001298597920058552 0.0010014363996910776 0.0010565423329735289
leaf_count=451 352 802 516 709 132 159
internal_value=0 -0.0016356 -0.00389611 0.00526286 -0.011036 -0.0168946
internal_weight=0 0.00686057 0.00578019 0.00253207 0.00324812 0.00224669
internal_count=3121 2769 2318 1225 1093 961
is_linear=0
shrinkage=0.1


Tree=7531
num_leaves=6
num_cat=0
split_feature=0 12 49 47 4
split_gain=9.55661e-06 2.25151e-05 3.23512e-05 2.34997e-05 2.11702e-05
threshold=-0.060129999999999996 0.090840000000000018 -0.006494999999999999 1.0000000180025095e-35 -0.35136499999999998
decision_type=2 2 2 2 2
left_child=1 2 -1 -4 -2
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leaf_value=-0.011186810990118571 -0.0044805617909366132 -0.01416019022023721 0.014418659174455546 -0.00469561657780556 0.013306848743029559
leaf_weight=0.0014310870831343997 0.0012878029735499583 0.0012756447545726728 0.0017373941422945851 0.0010212911557450645 0.0013927597597857447
leaf_count=425 227 825 1123 175 346
internal_value=0 -0.00252815 0.00101342 0.00734238 0.00476137
internal_weight=0 0.00546542 0.00418977 0.00275869 0.00268056
internal_count=3121 2548 1723 1298 573
is_linear=0
shrinkage=0.1


Tree=7532
num_leaves=7
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split_feature=50 15 16 48 0 52
split_gain=4.61663e-05 3.65502e-05 4.65506e-05 4.33101e-05 5.8618e-05 4.97572e-05
threshold=0.079410000000000008 -0.15026499999999995 -0.36241499999999999 0.091545000000000015 -0.10607499999999999 0.08976000000000002
decision_type=2 2 2 2 2 2
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right_child=-2 2 3 -5 5 -7
leaf_value=0.00039044914966471288 -0.00039405249591238834 -0.00036536648956946884 0.00031916825478869409 0.00043390822380079305 -0.00036269826998915002 0.0001193692612121593
leaf_weight=0.0010248348641184648 0.0010422234951852549 0.0011566265732026069 0.0014351880745871182 0.0010123749819201614 0.001904617344710205 0.0014498074651104994
leaf_count=318 609 216 179 215 1188 396
internal_value=0 4.47374e-05 -6.17756e-06 6.54268e-05 -1.24587e-05 -0.000154345
internal_weight=0 0.00798345 0.00695861 0.00580199 0.00478961 0.00335442
internal_count=3121 2512 2194 1978 1763 1584
is_linear=0
shrinkage=0.00196078


Tree=7533
num_leaves=7
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split_feature=0 1 47 49 47 52
split_gain=9.71459e-06 2.56498e-05 2.50337e-05 3.10753e-05 1.7303e-05 1.08962e-05
threshold=0.041630000000000007 0.077565000000000009 1.0000000180025095e-35 -0.054319999999999993 0.11069000000000002 -0.010739999999999998
decision_type=2 2 2 2 2 2
left_child=1 -1 3 -3 -4 -5
right_child=-2 2 4 5 -6 -7
leaf_value=-0.013842419295473325 0.0073461030706322098 -0.0075717448424756743 -0.016539157179222143 0.021218251552037423 0.0017109646386397133 0.0071818949466048096
leaf_weight=0.0013846498677898295 0.0014358702190971238 0.0010173404275985085 0.0010080092460043272 0.0010075246288833285 0.0010719843976194946 0.0012260598535294733
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internal_weight=0 0.00671557 0.00533092 0.00325092 0.00207999 0.00223358
internal_count=3121 2869 1315 974 341 768
is_linear=0
shrinkage=0.1


Tree=7534
num_leaves=6
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split_feature=51 43 12 2 3
split_gain=9.90702e-06 1.94843e-05 3.84954e-05 3.8271e-05 3.68761e-05
threshold=-0.076794999999999988 -0.15323999999999996 0.092355000000000007 0.088225000000000012 0.088060000000000013
decision_type=2 2 2 2 2
left_child=-1 -2 3 -3 -5
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leaf_count=537 223 954 630 553 224
internal_value=0 0.00144374 -0.000906339 0.00339241 0.00896452
internal_weight=0 0.00679589 0.00569823 0.00447434 0.00328273
internal_count=3121 2584 2361 1731 777
is_linear=0
shrinkage=0.1


Tree=7535
num_leaves=7
num_cat=0
split_feature=13 3 1 12 2 16
split_gain=1.06322e-05 2.40278e-05 3.08413e-05 2.14934e-05 2.81492e-05 3.03028e-05
threshold=-0.23438999999999996 0.10893000000000001 0.11588000000000001 0.091545000000000015 0.088225000000000012 -0.083134999999999987
decision_type=2 2 2 2 2 2
left_child=-1 2 3 4 -2 -6
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internal_weight=0 0.00710312 0.0059683 0.00491172 0.0037614 0.00235335
internal_count=3121 2952 2841 2584 1717 652
is_linear=0
shrinkage=0.1


Tree=7536
num_leaves=8
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split_feature=50 15 16 160 2 0 12
split_gain=2.51338e-05 4.22268e-05 5.30464e-05 4.07722e-05 4.47845e-05 4.8352e-05 6.73077e-05
threshold=0.079410000000000008 -0.15026499999999995 -0.36241499999999999 -0.027994999999999996 0.10644500000000001 -0.053834999999999994 0.08401500000000002
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -3 -4 5 6 -5
right_child=-2 2 3 4 -6 -7 -8
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leaf_count=318 609 216 483 223 292 153 827
internal_value=0 3.19299e-05 -2.25671e-05 5.43221e-05 -2.71848e-05 -0.000130841 3.34136e-05
internal_weight=0 0.00798307 0.0069658 0.00579554 0.00465275 0.00360583 0.00236709
internal_count=3121 2512 2194 1978 1495 1203 1050
is_linear=0
shrinkage=0.00196078


Tree=7537
num_leaves=6
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split_feature=43 16 0 52 0
split_gain=1.06697e-05 2.8085e-05 4.00847e-05 1.96643e-05 2.26815e-05
threshold=-0.24021999999999996 0.22339500000000004 -0.077999999999999986 -0.0064899999999999992 -0.14001499999999997
decision_type=2 2 2 2 2
left_child=-1 2 3 -2 -5
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leaf_count=166 578 414 696 223 1044
internal_value=0 0.00131396 0.00401789 -0.00109495 0.00349935
internal_weight=0 0.00706745 0.00596921 0.00429662 0.00294048
internal_count=3121 2955 2541 1845 1267
is_linear=0
shrinkage=0.1


Tree=7538
num_leaves=6
num_cat=0
split_feature=3 13 15 16 4
split_gain=1.10293e-05 3.04489e-05 3.00465e-05 4.67213e-05 5.88389e-05
threshold=-0.14477499999999996 -0.094514999999999988 -0.10653 -0.094359999999999986 0.0052350000000000009
decision_type=2 2 2 2 2
left_child=-1 -2 -3 -4 -5
right_child=1 2 3 4 -6
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leaf_count=277 325 343 292 1661 223
internal_value=0 0.00132997 -0.00226287 -0.00596333 0.000596834
internal_weight=0 0.00708023 0.00544566 0.00436288 0.00311218
internal_count=3121 2844 2519 2176 1884
is_linear=0
shrinkage=0.1


Tree=7539
num_leaves=7
num_cat=0
split_feature=50 484 133 52 4 0
split_gain=3.88769e-05 5.61088e-05 3.26402e-05 5.21744e-05 9.65784e-05 3.4978e-05
threshold=0.079410000000000008 0.068975000000000009 0.091410000000000005 0.070205000000000017 0.24564500000000003 -0.10011499999999998
decision_type=2 2 2 2 2 2
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right_child=-2 -3 -4 -5 -6 -7
leaf_value=-8.5115806452330467e-05 -0.00035590869648775136 0.00047473069677415192 -0.00033629878394814957 0.00034511878576183282 0.00036724684044426995 -0.00050420094078840953
leaf_weight=0.001833610970280308 0.0010804620163826521 0.0010007577660382698 0.0010728384952776492 0.0015493623852251169 0.001347064288045245 0.0013146664824083508
leaf_count=221 609 343 421 568 268 691
internal_value=0 4.00071e-05 -2.11169e-05 3.48228e-05 -7.21236e-05 -0.000260119
internal_weight=0 0.0081183 0.00711754 0.0060447 0.00449534 0.00314828
internal_count=3121 2512 2169 1748 1180 912
is_linear=0
shrinkage=0.00196078


Tree=7540
num_leaves=7
num_cat=0
split_feature=50 160 3 48 3 15
split_gain=3.21077e-05 2.86602e-05 2.88544e-05 3.61582e-05 5.16296e-05 5.64179e-05
threshold=0.079410000000000008 -0.081639999999999976 0.12745000000000004 0.092475000000000016 -0.10519499999999998 -0.016799999999999995
decision_type=2 2 2 2 2 2
left_child=1 -1 3 4 -3 -6
right_child=-2 2 -4 -5 5 -7
leaf_value=0.00033389535817045674 -0.00033216322247283124 0.0003075575085763339 -0.00031287835442975339 0.00035747416347304466 -0.00043181574307467227 8.8589031660899747e-05
leaf_weight=0.0010832461275251896 0.0010187240321109662 0.0012261486818037799 0.0010232738474092945 0.0011359265523123536 0.0015652747611074975 0.0016401932378262759
leaf_count=441 609 260 138 211 647 815
internal_value=0 3.83238e-05 -1.02554e-05 4.53644e-05 -3.46366e-05 -0.000165532
internal_weight=0 0.00767406 0.00659082 0.00556754 0.00443162 0.00320547
internal_count=3121 2512 2071 1933 1722 1462
is_linear=0
shrinkage=0.00196078


Tree=7541
num_leaves=6
num_cat=0
split_feature=15 52 3 2 2
split_gain=1.01128e-05 1.94182e-05 3.11943e-05 6.59763e-05 3.84181e-05
threshold=-0.11713499999999999 -0.11183499999999999 -0.091054999999999983 0.10613000000000002 0.089775000000000008
decision_type=2 2 2 2 2
left_child=-1 -2 -3 4 -4
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leaf_value=-0.0074965620640364168 -0.011061934602834701 0.01661698963478718 -0.0028811704408052956 -0.021516001667152316 0.019643159399356097
leaf_weight=0.00149970641470238 0.0010245965830191781 0.0014367875309424932 0.0017175105821565482 0.0010973730544076615 0.0013543687612268776
leaf_count=484 504 376 1052 288 417
internal_value=0 0.00159647 0.00391 -0.000469014 0.00704964
internal_weight=0 0.00663064 0.00560604 0.00416925 0.00307188
internal_count=3121 2637 2133 1757 1469
is_linear=0
shrinkage=0.1


Tree=7542
num_leaves=7
num_cat=0
split_feature=47 4 4 3 13 0
split_gain=5.31555e-05 7.43933e-05 7.97065e-05 4.8245e-05 3.08816e-05 3.32163e-05
threshold=0.12431000000000002 0.24564500000000003 0.055260000000000011 0.10299500000000002 -0.033284999999999988 -0.10224499999999999
decision_type=2 2 2 2 2 2
left_child=1 2 3 4 -1 -6
right_child=-2 -3 -4 -5 5 -7
leaf_value=-0.00031130445518199576 -0.00043717389833981276 0.00039084254275083296 -0.0005612070070772885 0.00037107018216252788 -0.00023320286290319023 0.00019591394549722943
leaf_weight=0.0013363554170469677 0.0010050783613423072 0.0018220667706761963 0.0010181961567516124 0.0012712136118634195 0.001065467769227326 0.0019866349307622365
leaf_count=1211 91 402 246 122 170 879
internal_value=0 3.96659e-05 -5.61532e-05 3.47079e-05 -6.27268e-05 4.61123e-05
internal_weight=0 0.00849993 0.00667787 0.00565967 0.00438846 0.0030521
internal_count=3121 3030 2628 2382 2260 1049
is_linear=0
shrinkage=0.00196078


Tree=7543
num_leaves=7
num_cat=0
split_feature=3 42 13 12 15 16
split_gain=1.00596e-05 2.6031e-05 3.52693e-05 5.27877e-05 6.47223e-05 1.89052e-07
threshold=-0.14477499999999996 0.091295000000000015 -0.084034999999999985 0.051320000000000005 -0.037864999999999989 -0.082179999999999989
decision_type=2 2 2 2 2 2
left_child=-1 2 -2 4 5 -4
right_child=1 -3 3 -5 -6 -7
leaf_value=-0.0092600755562472874 0.010930559897676691 0.015455852512760769 -0.010623045464111101 -0.023448853810100138 0.020866153291252149 -0.0086793992428262686
leaf_weight=0.0010411188330015737 0.0016892261013552231 0.0010935955948564325 0.0010011240532123765 0.0012484496947443215 0.0010645209240086571 0.0010006081917279311
leaf_count=277 708 650 133 996 190 167
internal_value=0 0.00126589 -0.00131876 -0.00611442 0.000943429 -0.00965147
internal_weight=0 0.00709752 0.00600393 0.0043147 0.00306625 0.00200173
internal_count=3121 2844 2194 1486 490 300
is_linear=0
shrinkage=0.1


Tree=7544
num_leaves=7
num_cat=0
split_feature=50 15 16 0 52 3
split_gain=2.59796e-05 3.77387e-05 4.17215e-05 4.13744e-05 4.60948e-05 2.73567e-05
threshold=0.079410000000000008 -0.15026499999999995 -0.36241499999999999 -0.10607499999999999 0.083680000000000018 -0.047929999999999993
decision_type=2 2 2 2 2 2
left_child=1 -1 -3 -4 5 -5
right_child=-2 2 3 4 -6 -7
leaf_value=0.00038299307046255087 -0.00029761438091339368 -0.00036367593047685338 0.00028182411599419501 -0.00049307598593112021 0.00016527867553255384 -4.0452353914687451e-05
leaf_weight=0.0010245104477583852 0.0010407745620127353 0.0011360075111115442 0.0019244220933440472 0.0010406267523557454 0.0017207684391627358 0.0010133003176177569
leaf_count=318 609 216 237 866 651 224
internal_value=0 3.20496e-05 -2.0553e-05 4.78419e-05 -7.14474e-05 -0.000269775
internal_weight=0 0.00785964 0.00683513 0.00569912 0.0037747 0.00205393
internal_count=3121 2512 2194 1978 1741 1090
is_linear=0
shrinkage=0.00196078


Tree=7545
num_leaves=6
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split_feature=42 49 47 16 2
split_gain=1.0974e-05 1.96132e-05 2.66986e-05 4.77003e-05 5.25109e-05
threshold=0.092145000000000019 -0.00064499999999999985 0.10421000000000001 -0.088394999999999987 0.090050000000000005
decision_type=2 2 2 2 2
left_child=1 -1 3 -3 -5
right_child=-2 2 -4 4 -6
leaf_value=-0.0069726823712534941 -0.0086251783664817623 -0.016734509013240487 0.019356269717099736 0.02173594192402932 -0.0055550521901499006
leaf_weight=0.0019541882038581907 0.0012678183403516934 0.0010815927537114614 0.0010107364842433077 0.0013973901208874787 0.0014229817921274865
leaf_count=579 649 515 131 746 501
internal_value=0 0.00150098 0.00487166 0.00111967 0.00796663
internal_weight=0 0.00686689 0.0049127 0.00390196 0.00282037
internal_count=3121 2472 1893 1762 1247
is_linear=0
shrinkage=0.1


Tree=7546
num_leaves=7
num_cat=0
split_feature=50 15 15 49 3 43
split_gain=3.53774e-05 3.12454e-05 3.1683e-05 7.72264e-05 7.20671e-05 2.07148e-05
threshold=0.079410000000000008 -0.10653 -0.016799999999999995 -0.026779999999999995 0.10299500000000002 -0.0082299999999999995
decision_type=2 2 2 2 2 2
left_child=1 -1 3 -3 5 -4
right_child=-2 2 4 -5 -6 -7
leaf_value=0.00027072944901359105 -0.00035000979529358628 0.00018458803949484309 8.3807221323982191e-05 -0.00052565059084850728 0.00051861150911055741 -0.00025300240263354971
leaf_weight=0.0016710341409745246 0.0010527008720983789 0.0010622940973156031 0.0014025443532997598 0.001319955481717303 0.0010438960500624983 0.0014056863865317723
leaf_count=455 609 249 669 511 80 548
internal_value=0 3.26267e-05 -3.11933e-05 -0.000208941 7.873e-05 -8.4786e-05
internal_weight=0 0.00790541 0.00623438 0.00238225 0.00385213 0.00280823
internal_count=3121 2512 2057 760 1297 1217
is_linear=0
shrinkage=0.00196078


Tree=7547
num_leaves=6
num_cat=0
split_feature=43 16 0 49 15
split_gain=1.05957e-05 2.505e-05 3.50182e-05 1.81271e-05 2.99354e-05
threshold=-0.24021999999999996 0.22339500000000004 -0.077999999999999986 -0.043469999999999995 -0.015039999999999998
decision_type=2 2 2 2 2
left_child=-1 2 3 -2 -5
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leaf_value=-0.0094143249127726075 0.0093839579038908008 -0.012549695935709421 0.016157196983608325 -0.012293889238707429 0.008320082082740014
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leaf_count=166 278 414 696 706 861
internal_value=0 0.00131704 0.00386959 -0.000898532 -0.00499259
internal_weight=0 0.00707716 0.00597694 0.00430602 0.00307978
internal_count=3121 2955 2541 1845 1567
is_linear=0
shrinkage=0.1


Tree=7548
num_leaves=7
num_cat=0
split_feature=4 42 52 2 16 15
split_gain=1.07281e-05 1.87013e-05 2.23399e-05 5.45951e-05 4.52843e-05 3.98876e-05
threshold=0.27287000000000006 0.091735000000000025 -0.088204999999999992 0.10613000000000002 -0.0073349999999999986 -0.091964999999999977
decision_type=2 2 2 2 2 2
left_child=1 2 -1 4 5 -4
right_child=-2 -3 3 -5 -6 -7
leaf_value=-0.012201977837468677 0.0082664855521707905 -0.014168776814334719 0.016614604930978005 -0.015535279787843871 0.027596182744778888 -0.0085550494262286985
leaf_weight=0.0011132326578748332 0.0012971150967183527 0.0010163424295884967 0.0011275208731516067 0.0011359107129934156 0.0010074645747405004 0.00142584315813844
leaf_count=546 352 562 248 191 224 998
internal_value=0 -0.00165438 0.00053477 0.00355367 0.00964307 0.00255943
internal_weight=0 0.00682631 0.00580997 0.00469674 0.00356083 0.00255336
internal_count=3121 2769 2207 1661 1470 1246
is_linear=0
shrinkage=0.1


Tree=7549
num_leaves=6
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split_feature=2 13 43 13 16
split_gain=1.11315e-05 2.891e-05 2.50139e-05 3.05629e-05 1.56051e-05
threshold=0.099185000000000009 -0.08971999999999998 -0.074359999999999996 -0.004174999999999999 -0.065999999999999989
decision_type=2 2 2 2 2
left_child=2 -2 -1 -4 -3
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leaf_value=0.0055937301483063827 0.016921502209408239 0.0054073036739846637 -0.022060345340486009 -0.00067191527134599508 -0.011324518479281891
leaf_weight=0.0019054831766123245 0.001182573319907225 0.0011936424866390159 0.0011183638939572531 0.0016593820597397757 0.0010457887338223841
leaf_count=936 200 279 926 340 440
internal_value=0 0.00427301 -0.00323019 -0.00928323 -0.00240627
internal_weight=0 0.003422 0.00468323 0.00277775 0.00223943
internal_count=3121 919 2202 1266 719
is_linear=0
shrinkage=0.1


Tree=7550
num_leaves=7
num_cat=0
split_feature=50 15 16 48 15 12
split_gain=3.41421e-05 2.59812e-05 4.56557e-05 4.92069e-05 3.40203e-05 5.00877e-05
threshold=0.079410000000000008 -0.14809499999999998 -0.36241499999999999 0.016865000000000002 -0.016799999999999995 0.084100000000000022
decision_type=2 2 2 2 2 2
left_child=1 -1 -3 4 -4 -6
right_child=-2 2 3 -5 5 -7
leaf_value=0.0003319790387840138 -0.00034367638579895112 -0.00036552089651159357 -0.00032703569817184471 0.00037170542254172926 0.00035874195047560375 -0.00015954105581290917
leaf_weight=0.0010066136302828458 0.001018811130839836 0.0011284410329211502 0.0011687563495821817 0.0014917637876471013 0.0012826223103436158 0.0016253648472068689
leaf_count=330 609 213 430 353 252 934
internal_value=0 3.82674e-05 -5.88016e-06 6.69999e-05 -4.4498e-05 6.90574e-05
internal_weight=0 0.00770356 0.00669695 0.00556851 0.00407674 0.00290799
internal_count=3121 2512 2182 1969 1616 1186
is_linear=0
shrinkage=0.00196078


Tree=7551
num_leaves=7
num_cat=0
split_feature=50 15 16 0 0 4
split_gain=3.126e-05 4.89665e-05 3.83771e-05 4.43766e-05 4.4932e-05 2.33227e-05
threshold=0.079410000000000008 -0.15026499999999995 -0.36241499999999999 -0.10607499999999999 -0.060129999999999996 -0.35136499999999998
decision_type=2 2 2 2 2 2
left_child=1 -1 -3 -4 -5 -6
right_child=-2 2 3 4 5 -7
leaf_value=0.00044330185616361608 -0.00032541855819055661 -0.00034756707609625285 0.00028938379337085002 -0.00038735962464865169 -0.0001070638242842937 0.00027388331627089987
leaf_weight=0.0010058767265557602 0.0010200380717183674 0.0011448828941797873 0.0019065079158734448 0.0012176715218242661 0.0013103300811950075 0.0011692439166640922
leaf_count=318 609 216 237 1354 188 199
internal_value=0 3.97145e-05 -2.04397e-05 4.63945e-05 -7.89045e-05 7.25719e-05
internal_weight=0 0.00775451 0.00674864 0.00560375 0.00369725 0.00247957
internal_count=3121 2512 2194 1978 1741 387
is_linear=0
shrinkage=0.00196078


Tree=7552
num_leaves=7
num_cat=0
split_feature=50 15 4 48 13 4
split_gain=3.43253e-05 3.88892e-05 5.30671e-05 4.14098e-05 6.24284e-05 0.000101859
threshold=0.079410000000000008 -0.15026499999999995 0.098655000000000007 0.016865000000000002 -0.063184999999999977 -0.082249999999999976
decision_type=2 2 2 2 2 2
left_child=1 -1 3 4 -3 -6
right_child=-2 2 -4 -5 5 -7
leaf_value=0.0003913581728696489 -0.00034162563901754338 -0.00039444060665604698 -0.00031625411474029661 0.00034126989636094559 -0.00030440593885473809 0.00051588196067619912
leaf_weight=0.0010075748872396444 0.0010770122698102657 0.0012387866422129429 0.001749095440372446 0.0015978537404889035 0.0010521751920188156 0.0013024351857997647
leaf_count=318 609 753 270 356 428 387
internal_value=0 3.13856e-05 -2.0874e-05 7.86489e-05 -3.81292e-05 0.00014933
internal_weight=0 0.00794792 0.00694035 0.00519125 0.0035934 0.00235461
internal_count=3121 2512 2194 1924 1568 815
is_linear=0
shrinkage=0.00196078


Tree=7553
num_leaves=7
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split_feature=50 15 47 3 13 52
split_gain=3.41777e-05 3.86508e-05 4.62475e-05 6.69896e-05 5.0831e-05 3.76594e-05
threshold=0.079410000000000008 -0.15026499999999995 0.096175000000000024 0.10542000000000001 -0.033284999999999988 -0.0064899999999999992
decision_type=2 2 2 2 2 2
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leaf_value=0.00039528075170496761 -0.00034241691275493929 -0.00037105153165689425 -0.00036818392079883834 0.00046186898552875186 -0.00019399339067868786 0.0002590964665610861
leaf_weight=0.0010086279789824357 0.0010329085592724694 0.0013546741984286539 0.0011838315748268213 0.0012331307299368911 0.0011382992463815377 0.0018540384409687746
leaf_count=318 609 968 185 135 404 502
internal_value=0 3.72162e-05 -1.61776e-05 5.85009e-05 -5.59239e-05 8.6739e-05
internal_weight=0 0.0077726 0.00676397 0.00558014 0.00434701 0.00299234
internal_count=3121 2512 2194 2009 1874 906
is_linear=0
shrinkage=0.00196078


Tree=7554
num_leaves=8
num_cat=0
split_feature=50 15 4 2 48 4 52
split_gain=3.89483e-05 3.62841e-05 4.11121e-05 3.41175e-05 3.39975e-05 4.01281e-05 1.67474e-05
threshold=0.079410000000000008 -0.15026499999999995 0.23246000000000003 0.10672500000000001 0.082620000000000013 0.053180000000000012 0.08976000000000002
decision_type=2 2 2 2 2 2 2
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leaf_weight=0.0010100717219615396 0.0010451346413213993 0.0011222427077844329 0.001016580583636217 0.001335224531633563 0.0011067252664442402 0.0012569947398311243 0.0010388706418533382
leaf_count=318 609 897 169 350 273 157 348
internal_value=0 3.91693e-05 -1.18023e-05 5.13438e-05 -2.99286e-05 -0.00012664 -0.000288668
internal_weight=0 0.00788671 0.00687664 0.00586006 0.00452483 0.00341811 0.00216111
internal_count=3121 2512 2194 2025 1675 1402 1245
is_linear=0
shrinkage=0.00196078


Tree=7555
num_leaves=6
num_cat=0
split_feature=52 160 4 16 15
split_gain=1.06836e-05 3.01466e-05 2.96443e-05 4.98313e-05 2.05912e-05
threshold=-0.081429999999999989 1.0000000180025095e-35 -0.082109999999999975 -0.088159999999999988 -0.10324499999999999
decision_type=2 2 2 2 2
left_child=-1 2 -2 4 -4
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leaf_weight=0.0017336677899922456 0.0017189352858010668 0.0010086802677037321 0.0011405988845140773 0.0015255679544724696 0.0010327748330662462
leaf_count=771 521 243 285 911 390
internal_value=0 -0.00196316 0.000992081 -0.00405043 0.00567393
internal_weight=0 0.00642656 0.00541788 0.00369894 0.00217337
internal_count=3121 2350 2107 1586 675
is_linear=0
shrinkage=0.1


Tree=7556
num_leaves=8
num_cat=0
split_feature=50 15 4 48 52 13 0
split_gain=3.75049e-05 3.03523e-05 4.59136e-05 3.84735e-05 4.10318e-05 6.94348e-05 4.37639e-05
threshold=0.079410000000000008 -0.15026499999999995 0.23246000000000003 0.091545000000000015 -0.088204999999999992 -0.014169999999999999 -0.10011499999999998
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 -6 -7
right_child=-2 2 -4 -5 5 6 -8
leaf_value=0.00035403559521134852 -0.00035616640263433222 -0.00033333801144808702 -0.0003953038978507716 0.00038243301971205675 -0.000260745579220194 0.00060337898245955458 4.8764324164922779e-05
leaf_weight=0.0010150607989577827 0.0010546383761355768 0.0012020896805831679 0.0010104130391009195 0.0011296712276295823 0.0013735536795707005 0.0010026815152603952 0.0012036503048945902
leaf_count=318 609 481 169 225 801 99 419
internal_value=0 3.73955e-05 -9.03701e-06 5.69834e-05 -1.98993e-05 8.53502e-05 0.000300812
internal_weight=0 0.00793712 0.00692206 0.00591165 0.00478198 0.00357989 0.00220633
internal_count=3121 2512 2194 2025 1800 1319 518
is_linear=0
shrinkage=0.00196078


Tree=7557
num_leaves=7
num_cat=0
split_feature=457 15 16 16 160 16
split_gain=1.14224e-05 2.06964e-05 2.00256e-05 3.02587e-05 3.60334e-05 2.5172e-05
threshold=0.045365000000000009 0.088655000000000025 -0.45661999999999997 -0.056919999999999991 -0.013324999999999998 0.31475000000000003
decision_type=2 2 2 2 2 2
left_child=1 2 -1 -4 -5 -6
right_child=-2 -3 3 4 5 -7
leaf_value=-0.012225515542629345 0.009586247769702759 -0.014734442155600661 0.012985133103888541 0.012494209532706267 -0.021611688321013331 0.00030075656386736594
leaf_weight=0.0010041757218135086 0.0010627496250226491 0.0010169598095746898 0.0019552133302611543 0.0010245210753470446 0.0010231944496482477 0.0010750752208278386
leaf_count=228 289 662 912 391 370 269
internal_value=0 -0.00152994 0.000677898 0.00322955 -0.00287853 -0.0103846
internal_weight=0 0.00709914 0.00608218 0.005078 0.00312279 0.00209827
internal_count=3121 2832 2170 1942 1030 639
is_linear=0
shrinkage=0.1


Tree=7558
num_leaves=6
num_cat=0
split_feature=42 160 49 42 2
split_gain=1.02816e-05 1.86766e-05 2.53959e-05 3.87057e-05 3.22281e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.047584999999999995 0.091465000000000005 0.10005000000000001
decision_type=2 2 2 2 2
left_child=-1 -2 -3 4 -4
right_child=1 2 3 -5 -6
leaf_value=-0.0078665727438983497 -0.0082689761830481677 0.016395174238412951 -0.004231335496793073 -0.016367456549204042 0.016852080600531883
leaf_weight=0.0014021215281549504 0.001506296095600098 0.0013146496260171116 0.0014598081371641383 0.0010249470023278215 0.0014404242058295347
leaf_count=862 828 257 469 440 265
internal_value=0 0.00154456 0.00436567 0.000336655 0.00623992
internal_weight=0 0.00674613 0.00523983 0.00392518 0.00290023
internal_count=3121 2259 1431 1174 734
is_linear=0
shrinkage=0.1


Tree=7559
num_leaves=6
num_cat=0
split_feature=52 12 1 48 0
split_gain=9.13715e-06 3.43213e-05 4.47413e-05 4.99357e-05 2.37025e-05
threshold=0.11434500000000002 0.095110000000000014 0.11181500000000001 0.083685000000000009 -0.10011499999999998
decision_type=2 2 2 2 2
left_child=1 2 3 4 -1
right_child=-2 -3 -4 -5 -6
leaf_value=0.0060090407221854237 -0.007907719820306882 0.014338499169060163 -0.018547641554845853 0.0193209358483513 -0.01277221594826441
leaf_weight=0.0011703965096219778 0.0012567357353062986 0.0015729658603828639 0.001306422862468193 0.0012519568167659993 0.0015778650195586291
leaf_count=217 501 558 294 332 1219
internal_value=0 0.0013652 -0.00248028 0.00276713 -0.00477388
internal_weight=0 0.00687961 0.00530664 0.00400022 0.00274826
internal_count=3121 2620 2062 1768 1436
is_linear=0
shrinkage=0.1


Tree=7560
num_leaves=6
num_cat=0
split_feature=403 13 4 4 2
split_gain=9.51462e-06 6.11012e-05 6.35954e-05 3.27599e-05 3.70416e-05
threshold=0.03138500000000001 0.11217000000000001 -0.064804999999999988 0.033845000000000007 0.10803500000000001
decision_type=2 2 2 2 2
left_child=1 2 -1 -4 -5
right_child=-2 -3 3 4 -6
leaf_value=-0.022461267691660937 0.0090326773520767196 0.019433695489691781 0.012821847377918794 0.0056531827746534461 -0.017224922440646367
leaf_weight=0.0016080624935945267 0.0010079029788004259 0.0011799824658828926 0.0014922676155689706 0.00145350597028229 0.0013792473384740768
leaf_count=979 376 172 953 336 305
internal_value=0 -0.00134887 -0.00548214 0.000830778 -0.005486
internal_weight=0 0.00711307 0.00593308 0.00432502 0.00283275
internal_count=3121 2745 2573 1594 641
is_linear=0
shrinkage=0.1


Tree=7561
num_leaves=6
num_cat=0
split_feature=50 3 47 1 2
split_gain=3.03836e-05 2.83818e-05 5.42415e-05 4.46986e-05 6.21796e-05
threshold=0.079410000000000008 -0.10519499999999998 0.077555000000000013 0.093575000000000019 0.092875000000000013
decision_type=2 2 2 2 2
left_child=1 -1 3 4 -3
right_child=-2 2 -4 -5 -6
leaf_value=0.00024751783735960353 -0.00032560249657098933 0.00018523140237823287 -0.00032261648417256859 0.00036468315251056871 -0.00041420336690350105
leaf_weight=0.0017974430253201706 0.0010384680083571655 0.0016276208181919599 0.0017598521260846333 0.0014593896716180049 0.0011252810011264421
leaf_count=348 609 915 299 472 478
internal_value=0 3.15008e-05 -3.35141e-05 8.72699e-05 -5.97946e-05
internal_weight=0 0.00776959 0.00597214 0.00421229 0.0027529
internal_count=3121 2512 2164 1865 1393
is_linear=0
shrinkage=0.00196078


Tree=7562
num_leaves=7
num_cat=0
split_feature=50 15 47 3 13 52
split_gain=2.91649e-05 3.96407e-05 4.4534e-05 6.99535e-05 5.18265e-05 3.9883e-05
threshold=0.079410000000000008 -0.15026499999999995 0.096175000000000024 0.10542000000000001 -0.033284999999999988 -0.0064899999999999992
decision_type=2 2 2 2 2 2
left_child=1 -1 3 4 -3 -6
right_child=-2 2 -4 -5 5 -7
leaf_value=0.00038778832871685627 -0.00032513511245954417 -0.00038835083864834031 -0.0003724992412491502 0.00045505756774750101 -0.00021350040067913195 0.00025051891423801144
leaf_weight=0.0010161430346957434 0.001025527964680909 0.001364230578963919 0.0011869528765085678 0.0012474888750984752 0.001156063869310142 0.001854657774726135
leaf_count=318 609 968 185 135 404 502
internal_value=0 2.65279e-05 -2.73818e-05 4.5476e-05 -7.13135e-05 7.23437e-05
internal_weight=0 0.00782554 0.00680939 0.00562244 0.00437495 0.00301072
internal_count=3121 2512 2194 2009 1874 906
is_linear=0
shrinkage=0.00196078


Tree=7563
num_leaves=7
num_cat=0
split_feature=43 4 0 151 2 4
split_gain=1.13814e-05 2.53439e-05 3.37959e-05 2.62602e-05 4.16642e-05 3.73713e-05
threshold=-0.24021999999999996 -0.35136499999999998 -0.061629999999999997 -0.0083949999999999979 0.10381000000000001 -0.0029599999999999995
decision_type=2 2 2 2 2 2
left_child=-1 -2 3 -3 5 -5
right_child=1 2 -4 4 -6 -7
leaf_value=-0.0097528796300098142 -0.012600804486793592 -0.011495271956175553 0.020643701735494693 0.010540921227363513 0.018503455665345364 -0.015359524846548681
leaf_weight=0.001057139456244271 0.0010967561278007387 0.001326415008743875 0.0010067851495822629 0.001027762188363694 0.0013961579861732098 0.0012164572274033479
leaf_count=166 225 465 326 1151 345 443
internal_value=0 0.00137184 0.00393723 0.000550778 0.0049399 -0.00349816
internal_weight=0 0.00707033 0.00597358 0.00496679 0.00364038 0.00224422
internal_count=3121 2955 2730 2404 1939 1594
is_linear=0
shrinkage=0.1


Tree=7564
num_leaves=7
num_cat=0
split_feature=50 484 42 3 48 0
split_gain=4.1476e-05 4.20906e-05 4.21696e-05 3.56218e-05 4.90635e-05 3.75732e-05
threshold=0.079410000000000008 0.073690000000000019 -1.0000000180025095e-35 -0.11255999999999998 0.089350000000000013 -0.10096999999999999
decision_type=2 2 2 2 2 2
left_child=1 2 -1 -4 5 -5
right_child=-2 -3 3 4 -6 -7
leaf_value=-0.00032695443737281967 -0.000359343796061937 0.0004107934663880656 0.00036156830905021721 4.9885235954474757e-05 0.00026595755046144177 -0.0003774939589465706
leaf_weight=0.0013216125182656741 0.0011190399082519403 0.0010445696977591417 0.0012033247865843423 0.0016339822998090274 0.0015810915233337554 0.0015327790240057173
leaf_count=658 609 340 211 215 244 844
internal_value=0 4.27395e-05 -1.01231e-05 6.02375e-05 -1.61336e-05 -0.000156975
internal_weight=0 0.00831736 0.00727279 0.00595118 0.00474785 0.00316676
internal_count=3121 2512 2172 1514 1303 1059
is_linear=0
shrinkage=0.00196078


Tree=7565
num_leaves=7
num_cat=0
split_feature=0 0 42 49 12 2
split_gain=9.73152e-06 3.01432e-05 3.71021e-05 5.4652e-05 2.95133e-05 1.31897e-05
threshold=0.041630000000000007 -0.053834999999999994 0.091295000000000015 -0.00064499999999999985 0.088105000000000003 0.10402500000000002
decision_type=2 2 2 2 2 2
left_child=1 2 3 -1 5 -5
right_child=-2 -3 -4 4 -6 -7
leaf_value=-0.017755380917172225 0.0074338423727479414 -0.017539068146073016 0.018353265227507611 -0.010064079828915435 0.01857278946250689 0.0061031203570628793
leaf_weight=0.0015791721854943363 0.0014253916645855045 0.0010151407023373171 0.0010289911020410283 0.0010106146431601781 0.0010667171853959208 0.0010078656776782607
leaf_count=491 252 276 567 719 657 159
internal_value=0 -0.00166445 0.00116604 -0.00262558 0.00511868 -0.00199149
internal_weight=0 0.0067085 0.00569336 0.00466437 0.0030852 0.00201848
internal_count=3121 2869 2593 2026 1535 878
is_linear=0
shrinkage=0.1


Tree=7566
num_leaves=7
num_cat=0
split_feature=50 484 133 52 4 0
split_gain=4.11203e-05 3.13368e-05 2.4984e-05 4.30901e-05 8.05593e-05 3.75029e-05
threshold=0.079410000000000008 0.044540000000000003 0.091410000000000005 0.070205000000000017 0.24564500000000003 -0.10011499999999998
decision_type=2 2 2 2 2 2
left_child=1 2 3 4 5 -1
right_child=-2 -3 -4 -5 -6 -7
leaf_value=-4.8318439363288069e-05 -0.00037373663827659082 0.00036740085085632077 -0.00028821886364986541 0.00033639540086293391 0.00035674735457425557 -0.00049362514144459272
leaf_weight=0.0017994430109181121 0.0010265547626989455 0.0010022202589362542 0.0010120321186600856 0.001464149333817528 0.0012923484634131724 0.0012201630270361793
leaf_count=221 609 376 415 561 268 671
internal_value=0 4.37535e-05 -4.03073e-06 4.57619e-05 -5.29244e-05 -0.000228258
internal_weight=0 0.00779036 0.00678814 0.0057761 0.00431195 0.00301961
internal_count=3121 2512 2136 1721 1160 892
is_linear=0
shrinkage=0.00196078


Tree=7567
num_leaves=7
num_cat=0
split_feature=15 151 47 12 0 15
split_gain=9.90683e-06 2.1503e-05 3.09836e-05 3.56005e-05 4.51715e-05 2.66105e-05
threshold=-0.11713499999999999 -0.024429999999999997 0.09550500000000002 0.088305000000000008 -0.10607499999999999 0.088235000000000022
decision_type=2 2 2 2 2 2
left_child=-1 -2 3 4 -3 -5
right_child=1 2 -4 5 -6 -7
leaf_value=-0.0073766781541743532 0.013777061433352809 0.0020520410765748438 0.014259809854615228 -0.0063608167877369816 -0.026380296901592298 0.016089925048802602
leaf_weight=0.0015095236098353788 0.0011896937062498263 0.0010198245686757635 0.0010612364370538281 0.0010877425723537617 0.0012360067359652696 0.0010258608061793641
leaf_count=484 447 172 157 548 773 540
internal_value=0 0.00160068 -0.00106679 -0.00478927 -0.0135265 0.0045359
internal_weight=0 0.00662036 0.00543067 0.00436943 0.00225583 0.0021136
internal_count=3121 2637 2190 2033 945 1088
is_linear=0
shrinkage=0.1


Tree=7568
num_leaves=7
num_cat=0
split_feature=50 484 133 52 4 0
split_gain=2.89317e-05 3.89492e-05 3.37437e-05 4.22366e-05 9.76216e-05 3.94001e-05
threshold=0.079410000000000008 0.073690000000000019 0.091410000000000005 0.070205000000000017 0.24564500000000003 -0.10011499999999998
decision_type=2 2 2 2 2 2
left_child=1 2 3 4 5 -1
right_child=-2 -3 -4 -5 -6 -7
leaf_value=-6.2176176751792316e-05 -0.00030822421166933349 0.00039691354249971685 -0.00034148668869336265 0.00032404873154885417 0.00038955377223847781 -0.00051053342405489859
leaf_weight=0.0018453428710928635 0.0010695013209164822 0.0010010642871159277 0.0010454375893837109 0.0015078474605086691 0.0013278441636461543 0.0012736304102643876
leaf_count=221 609 340 421 569 268 693
internal_value=0 3.51509e-05 -1.65837e-05 4.04583e-05 -5.57029e-05 -0.000245263
internal_weight=0 0.00800117 0.0070001 0.00595466 0.00444682 0.00311897
internal_count=3121 2512 2172 1751 1182 914
is_linear=0
shrinkage=0.00196078


Tree=7569
num_leaves=8
num_cat=0
split_feature=50 15 16 2 52 0 16
split_gain=4.35998e-05 3.53706e-05 3.78094e-05 5.11332e-05 4.21307e-05 3.70228e-05 3.38041e-05
threshold=0.079410000000000008 -0.15914499999999995 -0.36241499999999999 0.10644500000000001 -0.088204999999999992 -0.10607499999999999 0.0065250000000000004
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -3 4 -4 -6 -7
right_child=-2 2 3 -5 5 6 -8
leaf_value=0.00038882817827963609 -0.00037628500492364794 -0.00032514950334740044 -0.00037790856842848764 0.00041900486879953113 0.00034075367346556945 -0.00031027755928141434 0.00016875720206713864
leaf_weight=0.0010209175759160177 0.0010541543738917759 0.001159914613822431 0.0010470419037755894 0.0012217760088971789 0.0012520546135115287 0.001174558215878078 0.0010937729808159712
leaf_count=306 609 221 391 351 125 970 148
internal_value=0 4.80356e-05 -2.0314e-06 6.2708e-05 -3.26006e-05 7.01018e-05 -7.92904e-05
internal_weight=0 0.00797004 0.00694912 0.0057892 0.00456743 0.00352039 0.00226833
internal_count=3121 2512 2206 1985 1634 1243 1118
is_linear=0
shrinkage=0.00196078


Tree=7570
num_leaves=6
num_cat=0
split_feature=0 47 49 4 3
split_gain=1.1272e-05 2.73338e-05 3.91368e-05 3.60127e-05 1.55527e-05
threshold=-0.019414999999999998 0.087235000000000021 -0.054319999999999993 -0.059649999999999988 0.076840000000000006
decision_type=2 2 2 2 2
left_child=1 2 -1 -4 -5
right_child=-2 -3 3 4 -6
leaf_value=-0.01272209503784455 0.0066930228242578467 -0.012287801925119267 -0.0064619380421877433 0.0072528731206072637 0.024706788399896755
leaf_weight=0.0012574385572154704 0.0018947010726097649 0.0018559670491320448 0.0010964182336697954 0.0010180109558694823 0.0010241241756785884
leaf_count=310 365 363 994 953 136
internal_value=0 -0.00211161 0.00218474 0.00815705 0.016006
internal_weight=0 0.00625196 0.00439599 0.00313855 0.00204214
internal_count=3121 2756 2393 2083 1089
is_linear=0
shrinkage=0.1


Tree=7571
num_leaves=7
num_cat=0
split_feature=47 4 4 3 52 0
split_gain=3.53925e-05 8.44592e-05 3.30864e-05 6.27076e-05 2.96329e-05 4.20259e-05
threshold=0.11926500000000002 0.24564500000000003 0.033845000000000007 0.10299500000000002 0.0031350000000000002 -0.084269999999999984
decision_type=2 2 2 2 2 2
left_child=1 2 3 4 5 -1
right_child=-2 -3 -4 -5 -6 -7
leaf_value=-0.00053555021129488023 -0.00035375780815866202 0.00041700046041544942 -0.00032389175964924838 0.00043300183797066104 0.00010883489018174812 -6.1853556572596229e-06
leaf_weight=0.00105125187537368 0.0010017772923581999 0.0017602391235546572 0.0014908149017604459 0.0010552519144156735 0.001491000632229139 0.0012769887400248807
leaf_count=534 112 398 318 116 915 728
internal_value=0 3.68541e-05 -6.82702e-05 9.90916e-06 -0.000106991 -0.000245205
internal_weight=0 0.00812555 0.00636531 0.00487449 0.00381924 0.00232824
internal_count=3121 3009 2611 2293 2177 1262
is_linear=0
shrinkage=0.00196078


Tree=7572
num_leaves=6
num_cat=0
split_feature=12 160 151 0 1
split_gain=1.02661e-05 2.7041e-05 2.80268e-05 5.42361e-05 8.86125e-05
threshold=-0.010834999999999999 -1.0000000180025095e-35 -0.0077149999999999988 -0.053834999999999994 0.095285000000000022
decision_type=2 2 2 2 2
left_child=-1 -2 -3 4 -4
right_child=1 2 3 -5 -6
leaf_value=0.0087020079672166187 -0.013512010969520399 -0.013367398240769622 -0.0030132365078250679 -0.011478990737185866 0.03071087328628623
leaf_weight=0.0011485125050139716 0.0014781159307309891 0.0010073443399147963 0.0017126469620116836 0.0013758338149094506 0.0014294305850919835
leaf_count=421 870 250 1117 275 188
internal_value=0 -0.00149822 0.0017157 0.00507873 0.0123289
internal_weight=0 0.00700337 0.00552526 0.00451791 0.00314208
internal_count=3121 2700 1830 1580 1305
is_linear=0
shrinkage=0.1


Tree=7573
num_leaves=6
num_cat=0
split_feature=0 47 13 52 0
split_gain=1.16185e-05 2.75204e-05 2.72705e-05 5.12834e-05 2.79237e-05
threshold=-0.019414999999999998 0.096175000000000024 -0.086919999999999983 -0.066844999999999988 -0.10011499999999998
decision_type=2 2 2 2 2
left_child=1 2 -1 -4 -5
right_child=-2 -3 3 4 -6
leaf_value=-0.011977369098568155 0.0068021319426409101 -0.014484181575759859 -0.010196754755827295 0.024337398158538876 0.002525007059816356
leaf_weight=0.0011539090803797942 0.0018959156816505795 0.0013999817305204009 0.001314657905188196 0.0012927072539537521 0.001074934463923145
leaf_count=558 365 284 515 192 1207
internal_value=0 -0.00213725 0.00143693 0.00564053 0.0144343
internal_weight=0 0.00623619 0.00483621 0.0036823 0.00236764
internal_count=3121 2756 2472 1914 1399
is_linear=0
shrinkage=0.1


Tree=7574
num_leaves=7
num_cat=0
split_feature=42 0 12 0 48 3
split_gain=1.05424e-05 1.85283e-05 3.57444e-05 3.47168e-05 2.06565e-05 9.7023e-06
threshold=-1.0000000180025095e-35 -0.060129999999999996 0.088365000000000013 -0.14920999999999998 0.086035000000000014 -0.082234999999999989
decision_type=2 2 2 2 2 2
left_child=-1 2 3 4 -2 -3
right_child=1 5 -4 -5 -6 -7
leaf_value=-0.0079445781990581353 0.0056059678664124469 0.016617728963455865 -0.016052952492452845 0.015836775070715774 -0.014423895013115022 0.002697400505000609
leaf_weight=0.0013990382534000475 0.001000705777179289 0.0010011001190019329 0.0012847167710726584 0.0013704901908032272 0.0010605299762752388 0.0010016918671169129
leaf_count=862 161 197 662 874 78 287
internal_value=0 0.00159714 -0.00182477 0.00350176 -0.00469963 0.00965551
internal_weight=0 0.00671923 0.00471644 0.00343173 0.00206124 0.00200279
internal_count=3121 2259 1775 1113 239 484
is_linear=0
shrinkage=0.1


Tree=7575
num_leaves=7
num_cat=0
split_feature=50 484 13 2 48 16
split_gain=5.2769e-05 3.27747e-05 3.57609e-05 3.97061e-05 0.000104893 5.03478e-05
threshold=0.079410000000000008 0.073690000000000019 0.086705000000000018 0.11389000000000002 0.08975000000000001 -0.056919999999999991
decision_type=2 2 2 2 2 2
left_child=1 2 3 4 5 -1
right_child=-2 -3 -4 -5 -6 -7
leaf_value=6.5607586812758498e-05 -0.00041196604930318452 0.00037704690730748237 0.00027379838828311926 -0.00037768927569736675 0.00055644227175628976 -0.00041463313210938948
leaf_weight=0.0018664579352647543 0.0010840845423825346 0.0010210427911405157 0.001474173403229243 0.0012494151033883918 0.00105945914959246 0.0015251317905597937
leaf_count=794 609 340 253 307 203 615
internal_value=0 4.83582e-05 1.58156e-06 -6.88153e-05 1.7886e-05 -0.000150347
internal_weight=0 0.00819568 0.00717464 0.00570046 0.00445105 0.00339159
internal_count=3121 2512 2172 1919 1612 1409
is_linear=0
shrinkage=0.00196078


Tree=7576
num_leaves=6
num_cat=0
split_feature=12 160 0 0 3
split_gain=9.9969e-06 2.5775e-05 2.45684e-05 4.46226e-05 2.90732e-05
threshold=-0.010834999999999999 -1.0000000180025095e-35 -0.053834999999999994 -0.11756999999999999 -0.078934999999999991
decision_type=2 2 2 2 2
left_child=-1 -2 3 -3 -5
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leaf_value=0.0085984395177523178 -0.013215876397813596 -0.0055820353359750316 -0.0094863913961457449 0.0042175444816596038 0.027387970301560677
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leaf_count=421 870 251 308 934 337
internal_value=0 -0.00146956 0.00167514 0.00567421 0.0154569
internal_weight=0 0.00697778 0.00550421 0.00405231 0.00216806
internal_count=3121 2700 1830 1522 1271
is_linear=0
shrinkage=0.1


Tree=7577
num_leaves=7
num_cat=0
split_feature=50 484 3 2 2 52
split_gain=3.83835e-05 4.50702e-05 2.72947e-05 4.61114e-05 8.65201e-05 3.30405e-05
threshold=0.079410000000000008 0.073690000000000019 -0.10519499999999998 1.0000000180025095e-35 0.10613000000000002 0.077655000000000016
decision_type=2 2 2 2 2 2
left_child=1 2 -1 -4 5 -5
right_child=-2 -3 3 4 -6 -7
leaf_value=0.00021753891097542612 -0.00035564491614055492 0.00042432136230137956 -0.00038468280305495236 6.921087169646605e-05 -0.00030994313361351627 0.00053421228865878389
leaf_weight=0.001508805743623891 0.0010715306190020374 0.0010212214446837257 0.001420261572701806 0.0013963726499027556 0.0017289995349714419 0.0010141702928773721
leaf_count=296 609 340 357 534 437 548
internal_value=0 3.92758e-05 -1.63528e-05 -7.98257e-05 2.47696e-05 0.000264848
internal_weight=0 0.00808983 0.00706861 0.0055598 0.00413954 0.00241054
internal_count=3121 2512 2172 1876 1519 1082
is_linear=0
shrinkage=0.00196078


Tree=7578
num_leaves=7
num_cat=0
split_feature=50 15 4 151 43 0
split_gain=3.05681e-05 3.72135e-05 4.49368e-05 2.71625e-05 4.0087e-05 5.75719e-05
threshold=0.079410000000000008 -0.15026499999999995 0.098655000000000007 -0.0071249999999999985 0.016310000000000002 -0.053834999999999994
decision_type=2 2 2 2 2 2
left_child=1 -1 3 -3 5 -5
right_child=-2 2 -4 4 -6 -7
leaf_value=0.00038739536375420608 -0.00032408170673255718 0.00034134270487620494 -0.0002902704118384303 0.000101934999132398 0.00031301307081899748 -0.00047116283744849191
leaf_weight=0.0010119596605607456 0.0010216447486302406 0.0011542645569308689 0.0017133943659323444 0.0016978060080502389 0.0011201186263777871 0.0011175101786623509
leaf_count=318 609 346 270 1089 232 257
internal_value=0 3.65742e-05 -1.56105e-05 7.68509e-05 -7.24607e-07 -0.00012555
internal_weight=0 0.00781505 0.00680309 0.0050897 0.00393543 0.00281532
internal_count=3121 2512 2194 1924 1578 1346
is_linear=0
shrinkage=0.00196078


Tree=7579
num_leaves=7
num_cat=0
split_feature=50 4 151 4 1 4
split_gain=4.35693e-05 7.13402e-05 4.23467e-05 5.37239e-05 4.28631e-05 3.2047e-05
threshold=0.079410000000000008 0.36766000000000004 -0.024429999999999997 -0.0029599999999999995 0.094385000000000011 -0.35136499999999998
decision_type=2 2 2 2 2 2
left_child=1 2 -1 5 -5 -4
right_child=-2 -3 3 4 -6 -7
leaf_value=0.00031962268517487889 -0.00036928556539023269 0.00049738541636247275 -0.00012039076147880691 -0.00054931047794928303 -7.5440952917390052e-05 0.00029148538155347612
leaf_weight=0.0011570419379059605 0.0010726028204894435 0.0011789142174700833 0.0013622376001701944 0.0012632948376538964 0.0017511982978077538 0.0015557861575924421
leaf_count=363 609 303 178 417 140 1111
internal_value=0 5.07502e-05 -2.35203e-05 -9.04448e-05 -0.000274027 9.92069e-05
internal_weight=0 0.00826847 0.00708956 0.00593252 0.00301449 0.00291802
internal_count=3121 2512 2209 1846 557 1289
is_linear=0
shrinkage=0.00196078


Tree=7580
num_leaves=7
num_cat=0
split_feature=50 160 13 13 16 1
split_gain=3.00278e-05 3.43119e-05 2.66593e-05 5.12944e-05 6.0312e-05 4.08638e-05
threshold=0.079410000000000008 -0.081639999999999976 -0.074044999999999986 0.086705000000000018 -0.056919999999999991 0.077845000000000011
decision_type=2 2 2 2 2 2
left_child=1 -1 5 4 -4 -3
right_child=-2 2 3 -5 -6 -7
leaf_value=0.00036243858891739432 -0.0003202125250288875 -7.8867286733335753e-05 -3.7416459228558157e-05 0.00020853048977547724 -0.00062034989270410732 0.00044889793628479115
leaf_weight=0.0010808475547918646 0.0010152030824376454 0.0012630890326807366 0.0018595088322445165 0.0013662997330977193 0.0010779520854263171 0.0010191738233405504
leaf_count=441 609 446 608 252 440 325
internal_value=0 3.86417e-05 -1.44974e-05 -0.000105342 -0.000251334 0.000156813
internal_weight=0 0.00766687 0.00658602 0.00430376 0.00293746 0.00228226
internal_count=3121 2512 2071 1300 1048 771
is_linear=0
shrinkage=0.00196078


Tree=7581
num_leaves=6
num_cat=0
split_feature=159 160 4 1 13
split_gain=1.02333e-05 4.02174e-05 2.80542e-05 3.98383e-05 2.87586e-05
threshold=0.076905000000000015 -1.0000000180025095e-35 0.24564500000000003 0.090840000000000018 -0.084154999999999994
decision_type=2 2 2 2 2
left_child=1 -1 3 4 -3
right_child=-2 2 -4 -5 -6
leaf_value=-0.019929432292149749 0.0092530240897507748 -0.0080396743865843306 0.014729692815456538 -0.013052793204011396 0.012757542228443519
leaf_weight=0.0010057589660797299 0.0010333228705363077 0.0010218229010216138 0.0012930895082564186 0.001917456402222485 0.0019035280483872747
leaf_count=684 527 298 257 469 886
internal_value=0 -0.00139412 0.00164407 -0.00184995 0.00549309
internal_weight=0 0.00714166 0.0061359 0.00484281 0.00292535
internal_count=3121 2594 1910 1653 1184
is_linear=0
shrinkage=0.1


Tree=7582
num_leaves=6
num_cat=0
split_feature=160 133 42 16 0
split_gain=1.15625e-05 3.08229e-05 4.7916e-05 3.66213e-05 5.53802e-05
threshold=-0.081069999999999989 -1.0000000180025095e-35 0.088060000000000013 -0.056919999999999991 -0.14920999999999998
decision_type=2 2 2 2 2
left_child=-1 -2 3 4 -3
right_child=1 2 -4 -5 -6
leaf_value=0.0090380187523666916 -0.017739533079104267 -0.010367249981442722 0.017319326178646618 -0.01405876561777477 0.018980808267561933
leaf_weight=0.0011963604892281524 0.0010118550836876548 0.0013104791802399942 0.0013998300855020927 0.001980145412177438 0.0012623338969702147
leaf_count=649 759 134 601 604 374
internal_value=0 -0.00160383 0.00113892 -0.00383582 0.00403218
internal_weight=0 0.00696464 0.00595279 0.00455296 0.00257281
internal_count=3121 2472 1713 1112 508
is_linear=0
shrinkage=0.1


Tree=7583
num_leaves=8
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split_feature=50 484 2 48 43 43 4
split_gain=4.98627e-05 3.70902e-05 3.1103e-05 9.6833e-05 3.23855e-05 4.24821e-05 2.72543e-05
threshold=0.079410000000000008 0.056480000000000009 0.11389000000000002 0.08975000000000001 -1.0000000180025095e-35 -0.15879999999999997 0.052250000000000012
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 4 5 -1 -6
right_child=-2 -3 -4 -5 6 -7 -8
leaf_value=3.2940088726212148e-05 -0.00041049541833698889 0.00039978687458371834 -0.00026331621405498824 0.00058505698937880786 -8.7481159034214317e-05 -0.00053598979846401231 0.00033256052843873903
leaf_weight=0.0010156500679349987 0.0010358672125890143 0.0010007634114814401 0.0014158917296200422 0.0010939683513679008 0.0014407397117758825 0.0010028340773513538 0.0010103988421288177
leaf_count=125 609 364 366 218 399 919 121
internal_value=0 4.67688e-05 -3.8492e-06 6.21832e-05 -6.57935e-05 -0.000249719 8.56668e-05
internal_weight=0 0.00798025 0.00697948 0.00556359 0.00446962 0.00201848 0.00245114
internal_count=3121 2512 2148 1782 1564 1044 520
is_linear=0
shrinkage=0.00196078


Tree=7584
num_leaves=7
num_cat=0
split_feature=50 15 4 151 43 0
split_gain=4.00748e-05 4.47021e-05 4.64572e-05 3.64245e-05 3.81501e-05 4.89819e-05
threshold=0.079410000000000008 -0.15026499999999995 0.098655000000000007 -0.0071249999999999985 0.016310000000000002 -0.053834999999999994
decision_type=2 2 2 2 2 2
left_child=1 -1 3 -3 5 -5
right_child=-2 2 -4 4 -6 -7
leaf_value=0.00033970588158715147 -0.00045441566773462335 0.00030133306853815669 -0.00037857900754429617 -5.2610543176344248e-06 0.0002100341395474823 -0.00052895961059459178
leaf_weight=0.0010118051696836909 0.0010408957399377508 0.0011398916281542132 0.0017398104195224719 0.0017001002763489801 0.0011219092135214314 0.0011518668999362307
leaf_count=318 609 346 270 1089 232 257
internal_value=0 -4.50135e-05 -0.00010181 -7.64781e-06 -9.62778e-05 -0.000216775
internal_weight=0 0.00786538 0.00685358 0.00511377 0.00397388 0.00285197
internal_count=3121 2512 2194 1924 1578 1346
is_linear=0
shrinkage=0.00196078


Tree=7585
num_leaves=8
num_cat=0
split_feature=484 1 457 4 12 3 2
split_gain=5.55556e-05 2.75643e-05 4.86324e-05 5.50554e-05 4.41074e-05 6.2662e-05 1.12616e-05
threshold=0.084040000000000017 0.12337000000000002 0.045365000000000009 -0.082109999999999975 0.090840000000000018 -0.015584999999999998 0.097220000000000015
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 6 5 -5 -1
right_child=-2 -3 -4 4 -6 -7 -8
leaf_value=0.00023121812512608809 0.00043195252257296508 0.00020465107619196973 0.0002937371736097812 0.00021190722335326538 -0.00061011974713834967 -0.0003996635744732477 -5.7087013217241819e-05
leaf_weight=0.001046686414789842 0.0010064289667895592 0.0013192070391562383 0.0010124761335171036 0.0010431347581109462 0.0012533761450800773 0.0016839455981648667 0.0010369594955774789
leaf_count=508 368 247 217 664 747 225 145
internal_value=0 -5.5561e-05 -0.000104069 -0.000170488 -0.000305662 -0.000165732 8.77385e-05
internal_weight=0 0.00839579 0.00707658 0.0060641 0.00398046 0.00272708 0.00208365
internal_count=3121 2753 2506 2289 1636 889 653
is_linear=0
shrinkage=0.00196078


Tree=7586
num_leaves=7
num_cat=0
split_feature=50 15 16 48 0 52
split_gain=3.55602e-05 4.21685e-05 4.47526e-05 5.54186e-05 4.34436e-05 4.1553e-05
threshold=0.079410000000000008 -0.15026499999999995 -0.094359999999999986 0.084855000000000014 -0.11756999999999999 0.0031350000000000002
decision_type=2 2 2 2 2 2
left_child=1 -1 4 5 -3 -4
right_child=-2 2 3 -5 -6 -7
leaf_value=0.0004159137571374156 -0.00034970561977543758 -0.00052041073475131926 -0.00022693263460880187 0.00047158400861309753 3.2144836146832913e-05 0.00020912302933740482
leaf_weight=0.0010029164631080792 0.0010138604335509973 0.0010989253771493865 0.0018534279736928084 0.0011333331076366811 0.0010893512054270028 0.0015368910979771421
leaf_count=318 609 162 813 309 239 671
internal_value=0 4.08963e-05 -1.51399e-05 9.62182e-05 -0.000245342 -2.9261e-05
internal_weight=0 0.00771485 0.00671193 0.00452365 0.00218828 0.00339032
internal_count=3121 2512 2194 1793 401 1484
is_linear=0
shrinkage=0.00196078


Tree=7587
num_leaves=6
num_cat=0
split_feature=484 12 52 49 15
split_gain=1.28997e-05 1.92285e-05 3.75451e-05 4.18854e-05 6.33121e-05
threshold=0.0038100000000000005 0.10388500000000002 0.070205000000000017 -0.043469999999999995 -0.016799999999999995
decision_type=2 2 2 2 2
left_child=1 2 3 -1 -5
right_child=-2 -3 -4 4 -6
leaf_value=0.010465649478622954 0.010502068977243449 -0.0144602274678691 0.012343500602165164 -0.022977272470472741 0.0063671079456009824
leaf_weight=0.0012907779921109723 0.0010018768695418271 0.0010021901929332501 0.0018626689544740992 0.0018057025651253729 0.001240271320113286
leaf_count=284 460 321 791 665 600
internal_value=0 -0.00160858 0.000468997 -0.0046312 -0.0110287
internal_weight=0 0.00720161 0.00619942 0.00433675 0.00304597
internal_count=3121 2661 2340 1549 1265
is_linear=0
shrinkage=0.1


Tree=7588
num_leaves=7
num_cat=0
split_feature=13 16 43 3 1 1
split_gain=1.44657e-05 2.30628e-05 5.17008e-05 3.296e-05 2.69163e-05 2.8004e-05
threshold=-0.23438999999999996 0.23311500000000004 -0.09225499999999999 -0.082974999999999979 0.10557500000000002 0.089175000000000018
decision_type=2 2 2 2 2 2
left_child=-1 2 -2 -4 5 -5
right_child=1 -3 3 4 -6 -7
leaf_value=0.010968449457082419 -0.022581065194191424 0.011479307558632763 0.015273206593384792 -0.0010335808376990367 0.0068580154031373788 -0.023338065247079695
leaf_weight=0.0010290231055579786 0.0012160594325015704 0.0011183428097372595 0.0011490880527081377 0.0012859172273950335 0.0013872845742366312 0.0010011597036427506
leaf_count=169 396 417 759 794 267 319
internal_value=0 -0.0017117 -0.00415429 0.00049136 -0.00413139 -0.0107973
internal_weight=0 0.00715785 0.00603951 0.00482345 0.00367436 0.00228708
internal_count=3121 2952 2535 2139 1380 1113
is_linear=0
shrinkage=0.1


Tree=7589
num_leaves=6
num_cat=0
split_feature=13 47 4 151 1
split_gain=1.17365e-05 2.34619e-05 3.78189e-05 3.711e-05 3.89596e-05
threshold=-0.23438999999999996 0.10904500000000002 0.19806500000000002 -0.0071249999999999985 0.080585000000000004
decision_type=2 2 2 2 2
left_child=-1 2 3 -2 -5
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leaf_value=0.0098835392646137808 0.013192348713700307 -0.014866015788418632 0.014847593804018925 0.0014173467754464318 -0.019633001830474995
leaf_weight=0.0010278467948905039 0.0010223469607674508 0.0011156832159410438 0.0014732115398880382 0.0018770008743657389 0.0016539583855704411
leaf_count=169 403 163 336 1368 682
internal_value=0 -0.00154529 0.000920763 -0.00358523 -0.00844298
internal_weight=0 0.0071422 0.00602652 0.00455331 0.00353096
internal_count=3121 2952 2789 2453 2050
is_linear=0
shrinkage=0.1


Tree=7590
num_leaves=7
num_cat=0
split_feature=1 4 13 52 1 0
split_gain=1.09018e-05 3.57503e-05 2.63961e-05 2.25898e-05 3.31175e-05 4.39921e-06
threshold=0.090405000000000013 -0.15764999999999998 -0.016469999999999995 -0.07167999999999998 0.10612500000000001 -0.14001499999999997
decision_type=2 2 2 2 2 2
left_child=1 -1 -3 -2 -5 -6
right_child=3 2 -4 4 5 -7
leaf_value=0.0083756828373110666 -0.008055345519203486 -0.022742239770293042 -0.0012519186534346791 0.02111457812488586 0.0046603684665769574 -0.0046839617427369947
leaf_weight=0.0014168413038926735 0.0012672656211532725 0.0011266046284863079 0.0011600823316366415 0.0011697273854870452 0.0010019530370502013 0.0010134075523490918
leaf_count=142 370 1152 706 310 120 321
internal_value=0 -0.00410604 -0.0118398 0.00323711 0.00773009 -3.83514e-05
internal_weight=0 0.00370353 0.00228669 0.00445235 0.00318509 0.00201536
internal_count=3121 2000 1858 1121 751 441
is_linear=0
shrinkage=0.1


Tree=7591
num_leaves=7
num_cat=0
split_feature=52 160 2 133 52 4
split_gain=1.2379e-05 3.88314e-05 2.86786e-05 1.97341e-05 5.7846e-05 6.12627e-05
threshold=-0.046924999999999988 -1.0000000180025095e-35 0.089885000000000007 0.090665000000000009 0.077655000000000016 0.24564500000000003
decision_type=2 2 2 2 2 2
left_child=2 -2 -1 4 5 -3
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leaf_value=-0.0069458648787972506 -0.020044775586935029 -0.020452868687044594 0.014849273806957297 -0.010851780581446174 0.022007636556073681 0.0121534781446572
leaf_weight=0.0010328569691805667 0.0010482564274267745 0.0011860902238244526 0.0014530774839221323 0.0010388365201131739 0.0012634492142219894 0.0011206643539435348
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internal_value=0 -0.00267243 0.00579382 0.00127865 0.00480828 -0.0046121
internal_weight=0 0.0056573 0.00248593 0.00460904 0.0035702 0.00230675
internal_count=3121 2168 953 1425 1072 581
is_linear=0
shrinkage=0.1


Tree=7592
num_leaves=7
num_cat=0
split_feature=50 160 4 2 13 16
split_gain=3.20719e-05 3.68263e-05 2.55888e-05 5.25055e-05 4.88422e-05 4.83743e-05
threshold=0.079410000000000008 -0.081639999999999976 0.0052350000000000009 0.11215000000000001 -0.074044999999999986 -0.094359999999999986
decision_type=2 2 2 2 2 2
left_child=1 -1 4 5 -3 -4
right_child=-2 2 3 -5 -6 -7
leaf_value=0.00036819287069294422 -0.00033239897261509683 0.00018200301322727992 -1.2907327565958836e-05 -0.00025805875291422085 -0.00034600314002985577 0.00052279979465579408
leaf_weight=0.0011069403252912079 0.0010225839919192027 0.001053471799096977 0.0013515272859859523 0.0011582293825827131 0.0018677477609873162 0.0012451006060266415
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internal_value=0 3.69598e-05 -1.7961e-05 8.91119e-05 -0.00015559 0.000243968
internal_weight=0 0.00778302 0.00667608 0.00375486 0.00292122 0.00259663
internal_count=3121 2512 2071 678 1393 419
is_linear=0
shrinkage=0.00196078


Tree=7593
num_leaves=7
num_cat=0
split_feature=11 2 52 2 12 16
split_gain=3.48778e-05 3.18603e-05 4.40821e-05 3.99299e-05 3.19569e-05 2.56643e-05
threshold=0.076920000000000002 0.089775000000000008 -0.013374999999999998 0.10613000000000002 0.089735000000000023 -0.042349999999999992
decision_type=2 2 2 2 2 2
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leaf_value=-0.00048468950508313505 -0.00034785298440869367 0.00040127559075430749 0.00023801379003611427 -0.00019384735923644178 0.00013035243638602009 -4.3561739770875686e-05
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internal_value=0 3.94912e-05 0.000139262 8.66178e-06 -0.000108623 -0.000262724
internal_weight=0 0.00828911 0.00495283 0.0033053 0.00333629 0.00202833
internal_count=3121 2895 1289 789 1606 1136
is_linear=0
shrinkage=0.00196078


Tree=7594
num_leaves=7
num_cat=0
split_feature=12 52 13 0 2 3
split_gain=1.15774e-05 2.89395e-05 3.42937e-05 2.5646e-05 5.02373e-05 3.72549e-05
threshold=-0.010834999999999999 0.11434500000000002 -0.094514999999999988 -0.053834999999999994 0.092480000000000021 -0.074479999999999977
decision_type=2 2 2 2 2 2
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leaf_value=0.0092090187824908111 0.014570337127681349 -0.01659367286220944 -0.003697456583301121 -0.017131997971283966 -0.015920142012598594 0.021842049267458336
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internal_value=0 -0.00161102 0.00114685 -0.00317229 0.000933001 0.00955302
internal_weight=0 0.00700372 0.00591495 0.00447506 0.00345809 0.00228789
internal_count=3121 2700 2258 2011 1699 1301
is_linear=0
shrinkage=0.1


Tree=7595
num_leaves=6
num_cat=0
split_feature=16 43 1 13 1
split_gain=1.07239e-05 3.55232e-05 3.97495e-05 5.91766e-05 1.83019e-05
threshold=0.38525000000000004 0.054355000000000007 1.0000000180025095e-35 -0.0025349999999999995 0.10439500000000002
decision_type=2 2 2 2 2
left_child=1 2 -1 -4 -5
right_child=-2 -3 3 4 -6
leaf_value=-0.013999869260309137 0.0088632731702631799 -0.017899077326708788 0.022166591047275003 -0.010278298663208287 0.0051726783195053389
leaf_weight=0.0012827498366126278 0.0011522401340807384 0.0011164882636833873 0.0015050264561886082 0.0014353433852120996 0.0016455060906693389
leaf_count=1252 311 399 696 267 196
internal_value=0 -0.00154934 0.00156114 0.00591383 -0.00202581
internal_weight=0 0.00698511 0.00586863 0.00458588 0.00308085
internal_count=3121 2810 2411 1159 463
is_linear=0
shrinkage=0.1


Tree=7596
num_leaves=7
num_cat=0
split_feature=160 133 42 47 4 16
split_gain=1.02252e-05 2.64703e-05 4.31079e-05 3.49058e-05 6.52028e-05 6.2405e-05
threshold=-0.081069999999999989 -1.0000000180025095e-35 0.088060000000000013 0.09550500000000002 0.033845000000000007 -0.029084999999999996
decision_type=2 2 2 2 2 2
left_child=-1 -2 3 4 5 -3
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leaf_value=0.008487752104459555 -0.016520512346330962 0.017705144231013166 0.016432451150723414 0.012515721523150954 -0.027675758325955063 -0.014998593907013878
leaf_weight=0.0011920699465735362 0.0010078236734046885 0.0011571724837595675 0.001387797728095109 0.0010259175076464135 0.0011741357089018675 0.0011769065192809506
leaf_count=649 759 283 601 120 240 469
internal_value=0 -0.00153885 0.0010108 -0.00370943 -0.0084542 0.00121502
internal_weight=0 0.00692975 0.00592193 0.00453413 0.00350821 0.00233408
internal_count=3121 2472 1713 1112 992 752
is_linear=0
shrinkage=0.1


Tree=7597
num_leaves=7
num_cat=0
split_feature=50 160 13 13 4 1
split_gain=3.82471e-05 5.15992e-05 3.23309e-05 4.3818e-05 6.47086e-05 3.17658e-05
threshold=0.079410000000000008 -0.081639999999999976 -0.074044999999999986 0.086705000000000018 0.0061450000000000003 0.083345000000000016
decision_type=2 2 2 2 2 2
left_child=1 -1 5 4 -4 -3
right_child=-2 2 3 -5 -6 -7
leaf_value=0.00041608288028228925 -0.0003607631997457564 -3.9431129790672834e-05 -0.0006141753921118842 0.00015919186590961543 -3.3158656979902328e-05 0.0004188688359232336
leaf_weight=0.0011666106017623711 0.0010643753060636087 0.0013688553423942349 0.0011993139945389337 0.0014134548532185463 0.0019116263989524291 0.0010108454746286756
leaf_count=441 609 461 716 252 332 310
internal_value=0 3.46782e-05 -2.97692e-05 -0.000127081 -0.000257149 0.000155245
internal_weight=0 0.00807071 0.0069041 0.0045244 0.00311094 0.0023797
internal_count=3121 2512 2071 1300 1048 771
is_linear=0
shrinkage=0.00196078


Tree=7598
num_leaves=6
num_cat=0
split_feature=42 49 1 16 2
split_gain=1.13939e-05 2.05789e-05 2.73331e-05 5.13545e-05 3.69172e-05
threshold=0.092145000000000019 -0.00064499999999999985 0.111945 -0.088394999999999987 0.090050000000000005
decision_type=2 2 2 2 2
left_child=1 -1 3 -3 -5
right_child=-2 2 -4 4 -6
leaf_value=-0.0071417848634674347 -0.0088091232857134116 -0.017780132030167914 0.017734654192822986 0.020027366257862785 -0.0039112391889225082
leaf_weight=0.001954087191415748 0.0012603956842209439 0.0010715990669949806 0.001253435643644287 0.0013113406208670674 0.0012663078722146969
leaf_count=579 649 444 236 740 473
internal_value=0 0.00153575 0.0049944 0.0006184 0.00826717
internal_weight=0 0.00685677 0.00490268 0.00364925 0.00257765
internal_count=3121 2472 1893 1657 1213
is_linear=0
shrinkage=0.1


Tree=7599
num_leaves=6
num_cat=0
split_feature=11 2 12 43 1
split_gain=4.30541e-05 3.53153e-05 3.00432e-05 2.72188e-05 6.19362e-05
threshold=0.076920000000000002 0.089775000000000008 0.051320000000000005 0.05259500000000001 0.10557500000000002
decision_type=2 2 2 2 2
left_child=1 2 -1 4 -3
right_child=-2 3 -4 -5 -6
leaf_value=0.00010014212179419776 -0.0003788557686740388 -0.00017255940515404746 -0.00027745119507693237 0.00041236678530262507 0.00032664076576402484
leaf_weight=0.0014436511846735785 0.0010314712926122781 0.0019663705282646181 0.00184612151538829 0.0011648170972342071 0.0018588645595539457
leaf_count=273 226 747 1333 231 311
internal_value=0 4.59622e-05 -0.000111752 0.000149938 7.00258e-05
internal_weight=0 0.00827982 0.00328977 0.00499005 0.00382524
internal_count=3121 2895 1606 1289 1058
is_linear=0
shrinkage=0.00196078


Tree=7600
num_leaves=6
num_cat=0
split_feature=0 47 49 4 16
split_gain=1.09605e-05 2.8043e-05 3.08542e-05 3.59809e-05 1.63972e-05
threshold=-0.019414999999999998 0.087235000000000021 -0.054319999999999993 -0.059649999999999988 -0.073849999999999985
decision_type=2 2 2 2 2
left_child=1 2 -1 -4 -5
right_child=-2 -3 3 4 -6
leaf_value=-0.010963005019777171 0.0065891233700036082 -0.012462077895343621 -0.0070704140422761814 0.0063990874616427279 0.024345422239352932
leaf_weight=0.0012597104927237995 0.0018980474841539382 0.0018377729431872779 0.0010923390136710247 0.0010122205186466906 0.0010243219422121511
leaf_count=310 365 363 994 421 668
internal_value=0 -0.00209129 0.0022516 0.00757189 0.0154256
internal_weight=0 0.00622636 0.00438859 0.00312888 0.00203654
internal_count=3121 2756 2393 2083 1089
is_linear=0
shrinkage=0.1


Tree=7601
num_leaves=6
num_cat=0
split_feature=3 13 47 1 15
split_gain=9.83019e-06 3.16661e-05 3.17006e-05 5.73506e-05 3.54914e-05
threshold=-0.14477499999999996 -0.091054999999999983 0.096175000000000024 0.095285000000000022 -0.0040799999999999994
decision_type=2 2 2 2 2
left_child=-1 -2 3 4 -3
right_child=1 2 -4 -5 -6
leaf_value=-0.0091234652100826534 0.0129211073825512 -0.021439831490726848 -0.016975057512542083 0.016806691938539332 0.0023461074474514488
leaf_weight=0.001042142727058209 0.0017562682279012639 0.0010739952524303055 0.0011862415580921959 0.0015458627156784135 0.001508288493093433
leaf_count=277 412 779 242 438 973
internal_value=0 0.00127988 -0.00256725 0.0015729 -0.00754668
internal_weight=0 0.00707066 0.00531439 0.00412815 0.00258228
internal_count=3121 2844 2432 2190 1752
is_linear=0
shrinkage=0.1


Tree=7602
num_leaves=6
num_cat=0
split_feature=457 52 0 1 15
split_gain=1.03197e-05 2.15353e-05 3.60916e-05 3.26615e-05 2.85355e-05
threshold=0.045365000000000009 0.11434500000000002 -0.026509999999999995 0.10708500000000001 0.040760000000000005
decision_type=2 2 2 2 2
left_child=1 2 3 4 -1
right_child=-2 -3 -4 -5 -6
leaf_value=0.013019610382035005 0.009179899447027259 -0.013942353644616665 0.01436727542657442 -0.013693110811719332 -0.0083832147224026602
leaf_weight=0.0014437093297769378 0.0010534592811747784 0.0011510995847528755 0.0015062347258804178 0.0018467978907163582 0.0010957226454450929
leaf_count=824 289 489 282 340 897
internal_value=0 -0.00143196 0.00101196 -0.00357427 0.00378465
internal_weight=0 0.00704356 0.00589246 0.00438623 0.00253943
internal_count=3121 2832 2343 2061 1721
is_linear=0
shrinkage=0.1


Tree=7603
num_leaves=8
num_cat=0
split_feature=50 15 16 160 2 0 12
split_gain=3.34941e-05 4.34672e-05 5.31949e-05 3.87153e-05 4.13151e-05 5.1458e-05 6.40464e-05
threshold=0.079410000000000008 -0.15914499999999995 -0.36241499999999999 -0.027994999999999996 0.10644500000000001 -0.053834999999999994 0.082480000000000012
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -3 -4 5 6 -5
right_child=-2 2 3 4 -6 -7 -8
leaf_value=0.00041796055345390146 -0.00033485058134003387 -0.00039822567247410786 0.00038554468182141609 -0.00027604042149978356 0.00032151766707037491 -0.00045174443677749673 0.00036984474075683253
leaf_weight=0.0010102075104713492 0.0010486668518129858 0.0011716386244827052 0.0011297091855876264 0.001178732559708901 0.0010539225283955726 0.001196528939556526 0.0011823148507154851
leaf_count=306 609 221 484 181 292 153 875
internal_value=0 3.80444e-05 -1.74745e-05 6.02274e-05 -1.94677e-05 -0.000120484 4.73921e-05
internal_weight=0 0.00792305 0.00691285 0.00574121 0.0046115 0.00355758 0.00236105
internal_count=3121 2512 2206 1985 1501 1209 1056
is_linear=0
shrinkage=0.00196078


Tree=7604
num_leaves=7
num_cat=0
split_feature=50 160 49 16 43 2
split_gain=4.10915e-05 4.25388e-05 3.74042e-05 4.7337e-05 5.09631e-05 6.93114e-05
threshold=0.079410000000000008 -0.027994999999999996 -0.081404999999999991 0.38525000000000004 -0.00045499999999999995 0.10613000000000002
decision_type=2 2 2 2 2 2
left_child=1 -1 -3 4 -4 -6
right_child=-2 2 3 -5 5 -7
leaf_value=0.00032682277776775574 -0.00037441691994214885 0.00030229352010388859 -0.00048895925446145404 0.00026289764019557418 0.00019080761753839022 -0.00044257707200947178
leaf_weight=0.0015777278340826069 0.001049624276204658 0.0010747654418690206 0.0014595876853915682 0.0011120670259707035 0.0018305393015353531 0.0010425582990595435
leaf_count=625 609 172 886 271 394 164
internal_value=0 3.79242e-05 -3.19895e-05 -9.79752e-05 -0.0001906 -3.90281e-05
internal_weight=0 0.00809725 0.00651952 0.00544475 0.00433269 0.0028731
internal_count=3121 2512 1887 1715 1444 558
is_linear=0
shrinkage=0.00196078


Tree=7605
num_leaves=7
num_cat=0
split_feature=50 15 16 0 0 4
split_gain=3.82431e-05 6.38517e-05 6.69769e-05 4.97129e-05 5.68465e-05 2.0335e-05
threshold=0.079410000000000008 -0.15914499999999995 -0.36241499999999999 -0.10607499999999999 -0.060129999999999996 -0.35136499999999998
decision_type=2 2 2 2 2 2
left_child=1 -1 -3 -4 -5 -6
right_child=-2 2 3 4 5 -7
leaf_value=0.00049363188165666555 -0.00035473330583602277 -0.00044953776793180882 0.00031524389512071257 -0.00041148805245203257 -6.7088688380367308e-05 0.00028362008790195102
leaf_weight=0.0010509521963062195 0.0010505387194107456 0.0011848047906270536 0.0019680179070300668 0.0012487348695374473 0.0013410046114488874 0.0012084442603897505
leaf_count=306 609 221 242 1356 188 199
internal_value=0 4.31779e-05 -2.49281e-05 6.23181e-05 -6.87346e-05 9.9148e-05
internal_weight=0 0.00800196 0.00695101 0.0057662 0.00379818 0.00254945
internal_count=3121 2512 2206 1985 1743 387
is_linear=0
shrinkage=0.00196078


Tree=7606
num_leaves=7
num_cat=0
split_feature=1 42 151 16 52 4
split_gain=9.00556e-06 3.34638e-05 1.70165e-05 6.19301e-05 3.76993e-05 4.24121e-05
threshold=0.12337000000000002 0.092145000000000019 -0.0083949999999999979 -0.25582999999999995 -0.049749999999999996 -0.080924999999999983
decision_type=2 2 2 2 2 2
left_child=1 2 -1 -4 -5 -6
right_child=-2 -3 3 4 5 -7
leaf_value=-0.0091191378283797652 0.007965653107989237 -0.018340376567747962 0.025190743130859696 0.011574805445606531 0.0028688034189339774 -0.02409695217735127
leaf_weight=0.0012190035315279377 0.001193460974176482 0.0010022308707639243 0.001077827614788425 0.0012982355822763183 0.0012547435247382132 0.0010898985745112072
leaf_count=454 294 559 161 508 516 629
internal_value=0 -0.00143808 0.00141391 0.00413381 -0.00209636 -0.00966613
internal_weight=0 0.00694194 0.00593971 0.00472071 0.00364288 0.00234464
internal_count=3121 2827 2268 1814 1653 1145
is_linear=0
shrinkage=0.1


Tree=7607
num_leaves=7
num_cat=0
split_feature=50 15 4 160 12 52
split_gain=3.05345e-05 4.38225e-05 4.64206e-05 3.58139e-05 3.09473e-05 5.04005e-05
threshold=0.079410000000000008 -0.15026499999999995 0.098655000000000007 -0.027994999999999996 0.092355000000000007 0.024145000000000003
decision_type=2 2 2 2 2 2
left_child=1 -1 3 -3 5 -5
right_child=-2 2 -4 4 -6 -7
leaf_value=0.0004205925960007389 -0.00032181889858487624 0.00038193968473843097 -0.00029969419011681377 -9.685720903804009e-05 -0.00030274289438908482 0.00044608661459127181
leaf_weight=0.0010047606762173672 0.0010234258147231905 0.0011373427678516221 0.0016905156117324521 0.0018992135570662589 0.001042652023445818 0.0010052600702941889
leaf_count=318 609 486 270 573 472 393
internal_value=0 3.84561e-05 -1.82165e-05 7.5371e-05 -1.29651e-05 9.10597e-05
internal_weight=0 0.00777974 0.00677498 0.00508447 0.00394713 0.00290447
internal_count=3121 2512 2194 1924 1438 966
is_linear=0
shrinkage=0.00196078


Tree=7608
num_leaves=8
num_cat=0
split_feature=50 15 16 160 2 0 12
split_gain=3.17278e-05 3.93115e-05 4.28144e-05 4.55724e-05 4.98566e-05 5.32111e-05 7.05929e-05
threshold=0.079410000000000008 -0.15914499999999995 -0.36241499999999999 -0.027994999999999996 0.10644500000000001 -0.053834999999999994 0.082480000000000012
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -3 -4 5 6 -5
right_child=-2 2 3 4 -6 -7 -8
leaf_value=0.00040159016370057963 -0.00032487343375799799 -0.00035767142766796099 0.00040625534625720087 -0.00030899335615753269 0.00034706425942634207 -0.00047212763023310325 0.00037102928602159144
leaf_weight=0.0010034950833766598 0.0010430775739254045 0.0011582321971702683 0.0011416927940912439 0.0011711935673714413 0.0010376730602767782 0.0012266158681253727 0.0011764723928438475
leaf_count=306 609 221 484 181 292 153 875
internal_value=0 3.89344e-05 -1.37174e-05 5.55219e-05 -3.13024e-05 -0.000141149 3.17825e-05
internal_weight=0 0.00791537 0.00691188 0.00575365 0.00461195 0.00357428 0.00234767
internal_count=3121 2512 2206 1985 1501 1209 1056
is_linear=0
shrinkage=0.00196078


Tree=7609
num_leaves=6
num_cat=0
split_feature=403 13 3 1 2
split_gain=9.5641e-06 5.78695e-05 6.07144e-05 3.05026e-05 5.16976e-05
threshold=0.03138500000000001 0.11217000000000001 -0.077774999999999983 0.094385000000000011 0.11215000000000001
decision_type=2 2 2 2 2
left_child=1 2 -1 -4 -5
right_child=-2 -3 3 4 -6
leaf_value=-0.021626602338155481 0.0090073857016616399 0.019004653068674677 -0.0082050534151407797 0.024720674058800601 -0.0051888655961201376
leaf_weight=0.0016539304733036598 0.0010184870350812177 0.0011675759261151842 0.0019796862360402126 0.0010780307015325042 0.0012456492850257839
leaf_count=1491 376 172 501 338 243
internal_value=0 -0.00135256 -0.00534239 0.000916192 0.00868714
internal_weight=0 0.00712487 0.0059573 0.00430337 0.00232368
internal_count=3121 2745 2573 1082 581
is_linear=0
shrinkage=0.1


Tree=7610
num_leaves=7
num_cat=0
split_feature=43 16 15 16 150 15
split_gain=1.20782e-05 2.52615e-05 3.18693e-05 4.65192e-05 2.63395e-05 1.96509e-05
threshold=-0.24021999999999996 0.22339500000000004 -0.0063699999999999989 -0.014034999999999997 0.081835000000000019 -0.14601999999999996
decision_type=2 2 2 2 2 2
left_child=-1 2 4 -4 5 -2
right_child=1 -3 3 -5 -6 -7
leaf_value=-0.010086363518743376 0.0016395924578273156 -0.012461834494962408 0.0011866709604242357 0.028525948074447968 0.010693428904614444 -0.016756516916722745
leaf_weight=0.0010450087505199483 0.0010758519677070591 0.00110461190600015 0.0015177964076654655 0.001054988608399343 0.0010635318982104487 0.0012615880938398692
leaf_count=166 346 414 935 308 343 609
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internal_weight=0 0.00707837 0.00597376 0.00257279 0.00340097 0.00233744
internal_count=3121 2955 2541 1243 1298 955
is_linear=0
shrinkage=0.1


Tree=7611
num_leaves=6
num_cat=0
split_feature=42 160 0 15 3
split_gain=1.03991e-05 1.47529e-05 2.23547e-05 5.7298e-05 6.50951e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.20211999999999997 -0.031204999999999997 -0.078724999999999976
decision_type=2 2 2 2 2
left_child=-1 -2 -3 -4 -5
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leaf_value=-0.0078777980069323749 -0.0071831111371016779 -0.0077561311702888372 0.022413314343167266 0.012911988102584288 -0.020157688297132968
leaf_weight=0.0014018619153697452 0.0014900261578982589 0.0012188405489209604 0.0015942532470860247 0.0013167140041743029 0.0010863173299386765
leaf_count=862 828 107 585 471 268
internal_value=0 0.00159253 0.00409936 0.0077143 -0.00203753
internal_weight=0 0.00670615 0.00521613 0.00399728 0.00240303
internal_count=3121 2259 1431 1324 739
is_linear=0
shrinkage=0.1


Tree=7612
num_leaves=8
num_cat=0
split_feature=50 15 16 2 48 4 52
split_gain=3.2105e-05 3.22324e-05 3.57731e-05 4.28007e-05 4.76724e-05 4.37606e-05 3.51118e-05
threshold=0.079410000000000008 -0.15026499999999995 -0.36241499999999999 0.10644500000000001 0.082620000000000013 0.053180000000000012 0.08976000000000002
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 6 -4
right_child=-2 2 3 -5 -6 -7 -8
leaf_value=0.00036365172944575531 -0.00033170495584101045 -0.00032710344674512167 -0.00057446340226167947 0.00038316355690195891 0.0003248120398860019 0.00013451395898372414 -6.4307947909154713e-05
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leaf_count=318 609 216 887 351 265 139 336
internal_value=0 3.82094e-05 -1.0709e-05 5.35298e-05 -3.52197e-05 -0.000150092 -0.000326044
internal_weight=0 0.00778406 0.00676691 0.00562487 0.00443169 0.00335973 0.00207618
internal_count=3121 2512 2194 1978 1627 1362 1223
is_linear=0
shrinkage=0.00196078


Tree=7613
num_leaves=8
num_cat=0
split_feature=131 160 49 1 4 1 12
split_gain=4.64303e-05 5.27724e-05 4.47712e-05 4.63688e-05 9.48299e-05 6.07944e-05 4.00425e-05
threshold=0.084390000000000007 -0.085579999999999976 0.088340000000000016 0.10708500000000001 0.053180000000000012 0.086560000000000012 0.089735000000000023
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 4 5 6 -3
right_child=-2 2 -4 -5 -6 -7 -8
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leaf_weight=0.0010264929812421825 0.0010164821346579584 0.0011744692500473628 0.0010052333092328367 0.0019708195770334527 0.0011741203290704869 0.0010607674441753855 0.0012323912959226375
leaf_count=465 492 608 377 341 132 376 330
internal_value=0 3.96297e-05 -1.66086e-05 -7.52174e-05 3.1772e-05 -0.000131308 4.10491e-05
internal_weight=0 0.00864429 0.0076178 0.00661257 0.00464175 0.00346763 0.00240686
internal_count=3121 2629 2164 1787 1446 1314 938
is_linear=0
shrinkage=0.00196078


Tree=7614
num_leaves=6
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split_feature=3 12 43 52 0
split_gain=1.10559e-05 2.14256e-05 4.11092e-05 5.62446e-05 3.99386e-05
threshold=0.13524500000000003 0.092355000000000007 -0.092909999999999979 -0.0064899999999999992 -0.10224499999999999
decision_type=2 2 2 2 2
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leaf_count=264 192 906 703 226 830
internal_value=0 -0.00155253 0.00153373 0.00578761 0.0147588
internal_weight=0 0.00697061 0.00532154 0.00431158 0.00266647
internal_count=3121 2929 2023 1759 1056
is_linear=0
shrinkage=0.1


Tree=7615
num_leaves=8
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split_feature=50 484 49 52 16 43 0
split_gain=2.9212e-05 4.11192e-05 3.18686e-05 4.55227e-05 6.09945e-05 4.21385e-05 2.93964e-05
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decision_type=2 2 2 2 2 2 2
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right_child=-2 -3 3 4 5 -7 -8
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leaf_weight=0.0011309363013553937 0.0010486651375504535 0.0010008001876703814 0.0012025229151647575 0.0010008822528479052 0.001052336057493257 0.0015400184999856371 0.0011228040290186007
leaf_count=193 609 347 530 121 652 294 375
internal_value=0 2.78495e-05 -2.49513e-05 -8.25806e-05 4.25417e-06 0.000206084 -0.000242116
internal_weight=0 0.0080503 0.0070495 0.00591856 0.00471604 0.00259235 0.00212369
internal_count=3121 2512 2165 1972 1442 946 496
is_linear=0
shrinkage=0.00196078


Tree=7616
num_leaves=7
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split_feature=50 15 16 2 48 4
split_gain=2.88145e-05 3.48747e-05 4.62429e-05 4.69062e-05 4.83198e-05 4.92139e-05
threshold=0.079410000000000008 -0.15026499999999995 -0.36241499999999999 0.10644500000000001 0.082620000000000013 -0.059649999999999988
decision_type=2 2 2 2 2 2
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leaf_weight=0.0010083573544474008 0.0010254372921720597 0.0011330068256222448 0.0016184648905333433 0.0011980841277775987 0.0010746220307051276 0.0017463985129348063
leaf_count=318 609 216 838 351 265 524
internal_value=0 3.48638e-05 -1.58026e-05 5.68431e-05 -3.60698e-05 -0.000151673
internal_weight=0 0.00777893 0.00677058 0.00563757 0.00443949 0.00336486
internal_count=3121 2512 2194 1978 1627 1362
is_linear=0
shrinkage=0.00196078


Tree=7617
num_leaves=7
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split_feature=50 160 13 13 4 1
split_gain=4.37462e-05 4.52337e-05 3.24609e-05 5.50748e-05 7.57477e-05 3.47888e-05
threshold=0.079410000000000008 -0.081639999999999976 0.086705000000000018 -0.074044999999999986 0.0061450000000000003 0.083345000000000016
decision_type=2 2 2 2 2 2
left_child=1 -1 3 5 -5 -3
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leaf_weight=0.0011740245876265603 0.001080727395329017 0.0014154230795280186 0.0014611714300579127 0.0012505860397684842 0.0019615904700940453 0.0010247875919751747
leaf_count=441 609 461 252 716 332 310
internal_value=0 4.65549e-05 -1.22945e-05 -7.96388e-05 -0.000248335 0.000142424
internal_weight=0 0.00828758 0.00711356 0.00565239 0.00321218 0.00244021
internal_count=3121 2512 2071 1819 1048 771
is_linear=0
shrinkage=0.00196078


Tree=7618
num_leaves=8
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split_feature=50 15 16 48 0 13 4
split_gain=4.62176e-05 4.05867e-05 5.89465e-05 8.3325e-05 5.99075e-05 4.72736e-05 3.68386e-05
threshold=0.079410000000000008 -0.15914499999999995 -0.094359999999999986 0.087555000000000008 -0.11756999999999999 -0.033284999999999988 -0.04890499999999999
decision_type=2 2 2 2 2 2 2
left_child=1 -1 4 5 -3 -4 -7
right_child=-2 2 3 -5 -6 6 -8
leaf_value=0.00039740520313597422 -0.00039464307118340354 -0.00057921882049995395 -0.0003101461125242458 0.00059352591320250745 5.0691552850398395e-05 -0.00013508168144131782 0.00035865373777703598
leaf_weight=0.00107456525079027 0.001050583419931638 0.0011751889943577858 0.0014058278731272035 0.0010746381621953753 0.0011470522993180879 0.0010281987007571276 0.001335819970195447
leaf_count=306 609 167 797 267 241 513 221
internal_value=0 4.20458e-05 -1.12361e-05 0.000111884 -0.00026808 -2.54138e-05 0.00014391
internal_weight=0 0.00824129 0.00716673 0.00484448 0.00232224 0.00376985 0.00236402
internal_count=3121 2512 2206 1798 408 1531 734
is_linear=0
shrinkage=0.00196078


Tree=7619
num_leaves=8
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split_feature=50 15 16 0 0 4 49
split_gain=2.86356e-05 3.38638e-05 5.1388e-05 4.60565e-05 4.45855e-05 2.7904e-05 1.18632e-05
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decision_type=2 2 2 2 2 2 2
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right_child=-2 2 3 4 5 -7 -8
leaf_value=0.00037249871749017586 -0.00030612598902042754 -0.00038577012422747663 0.0001538845209909774 -0.00036275955340119866 -0.00010513246057143545 0.00030429777176315878 0.00045566591385867434
leaf_weight=0.0010104896139716633 0.0010590718336551995 0.0011739811375779344 0.0010014695193567404 0.0012685498946634014 0.0013674930263470914 0.0012029607714718266 0.0010017857853522553
leaf_count=306 609 221 108 1356 188 199 134
internal_value=0 3.69044e-05 -1.14285e-05 6.37942e-05 -6.19661e-05 8.6479e-05 0.000304799
internal_weight=0 0.00802673 0.00701624 0.00584226 0.003839 0.00257045 0.00200326
internal_count=3121 2512 2206 1985 1743 387 242
is_linear=0
shrinkage=0.00196078


Tree=7620
num_leaves=8
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split_feature=48 16 15 160 47 1 16
split_gain=4.00324e-05 6.25613e-05 6.26967e-05 6.1632e-05 4.75395e-05 3.33835e-05 5.32767e-05
threshold=0.11926500000000002 -0.48836499999999994 -0.11713499999999999 -0.027994999999999996 0.086010000000000017 0.089105000000000018 -0.083134999999999987
decision_type=2 2 2 2 2 2 2
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right_child=-2 2 3 4 -6 -7 -8
leaf_value=0.00048119111081142227 -0.00037239078948179803 -0.00047735109713110843 0.0004331062867746233 0.00030851131549976908 0.00030857133558548946 -0.00042711653640381417 -0.00025258944243195224
leaf_weight=0.0010591351981820395 0.0010382323370759393 0.001029014820981544 0.0012569362580221611 0.0010662594525888043 0.0010966475191423507 0.0011914084037068168 0.0016689427816811932
leaf_count=242 117 323 648 415 136 441 799
internal_value=0 3.58197e-05 -2.87165e-05 4.47926e-05 -5.23725e-05 -0.000153179 -3.38564e-05
internal_weight=0 0.00836834 0.00730921 0.00628019 0.00502326 0.00392661 0.0027352
internal_count=3121 3004 2762 2439 1791 1655 1214
is_linear=0
shrinkage=0.00196078


Tree=7621
num_leaves=7
num_cat=0
split_feature=50 160 49 16 16 0
split_gain=2.5674e-05 3.59494e-05 3.26333e-05 3.90243e-05 4.58142e-05 5.95711e-05
threshold=0.079410000000000008 -0.027994999999999996 -0.081404999999999991 0.38525000000000004 -0.0013749999999999997 -0.11756999999999999
decision_type=2 2 2 2 2 2
left_child=1 -1 -3 4 5 -4
right_child=-2 2 3 -5 -6 -7
leaf_value=0.0003051275810637707 -0.00029752787872887077 0.0002828038364182272 -0.00033314792956109276 0.00023584460268966857 -0.0005304956761126449 0.0002048856251898844
leaf_weight=0.0014936347808760502 0.0010325889954571439 0.0010518246782615648 0.0015673512578527951 0.0010894927788090286 0.0010723706196598222 0.0015976658277915316
leaf_count=625 609 172 231 271 271 942
internal_value=0 3.1306e-05 -3.2812e-05 -9.51322e-05 -0.000180231 -6.15545e-05
internal_weight=0 0.00787234 0.00637871 0.00532688 0.00423739 0.00316502
internal_count=3121 2512 1887 1715 1444 1173
is_linear=0
shrinkage=0.00196078


Tree=7622
num_leaves=6
num_cat=0
split_feature=16 43 1 13 2
split_gain=1.07101e-05 3.76305e-05 3.54811e-05 4.85115e-05 2.40519e-05
threshold=0.38525000000000004 0.08845500000000002 1.0000000180025095e-35 -0.0025349999999999995 0.10774000000000002
decision_type=2 2 2 2 2
left_child=1 2 -1 -4 -5
right_child=-2 -3 3 4 -6
leaf_value=-0.012709051568998915 0.0087888408894406436 -0.019500846432540346 0.019945680577600211 0.0052519112630629123 -0.01280843319465734
leaf_weight=0.0013742438775345431 0.0011690318863038828 0.0010016183334417336 0.0015632695527059964 0.001935367031863786 0.0011912749138191256
leaf_count=1312 311 292 737 322 147
internal_value=0 -0.00154424 0.00142166 0.00556226 -0.00162922
internal_weight=0 0.00706577 0.00606416 0.00468991 0.00312664
internal_count=3121 2810 2518 1206 469
is_linear=0
shrinkage=0.1


Tree=7623
num_leaves=7
num_cat=0
split_feature=50 160 3 4 16 52
split_gain=3.46789e-05 2.8944e-05 2.92585e-05 4.8555e-05 8.88144e-05 4.54444e-05
threshold=0.079410000000000008 -0.081639999999999976 0.12745000000000004 0.0052350000000000009 -0.094359999999999986 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2
left_child=1 -1 3 5 -5 -3
right_child=-2 2 -4 4 -6 -7
leaf_value=0.00033017494915833003 -0.0003450549408182978 -0.00046656559104788924 -0.00031239147374503281 -9.7044376050804091e-05 0.00055474100823082041 6.8976084241319363e-05
leaf_weight=0.0011106305078364201 0.0010344637063208215 0.0010727158524299442 0.0010488724717066748 0.0017514251369924552 0.0014855126896222781 0.0014098245073470232
leaf_count=441 609 639 138 339 257 698
internal_value=0 3.67946e-05 -1.13466e-05 4.38608e-05 0.000202076 -0.000162434
internal_weight=0 0.00787898 0.00676835 0.00571948 0.00323694 0.00248254
internal_count=3121 2512 2071 1933 596 1337
is_linear=0
shrinkage=0.00196078


Tree=7624
num_leaves=7
num_cat=0
split_feature=2 13 13 1 4 15
split_gain=1.00479e-05 2.90895e-05 2.70604e-05 3.52561e-05 3.73202e-05 1.41354e-05
threshold=0.099185000000000009 -0.08971999999999998 -0.084319999999999992 0.086560000000000012 0.053180000000000012 -0.074054999999999996
decision_type=2 2 2 2 2 2
left_child=2 -2 -1 -4 -5 -3
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leaf_value=-0.017650816415871049 0.016567026295219913 0.0061517045585891897 0.012655209336839788 -0.020887033532767545 0.0049373890043138613 -0.0097422842603527779
leaf_weight=0.0010030234975333882 0.0012054470526972824 0.0010091072639043771 0.0015100361087718207 0.0010481799511570414 0.0012005761560183524 0.001256033581708553
leaf_count=658 200 308 929 476 139 411
internal_value=0 0.00401712 -0.00305766 0.000836483 -0.00709977 -0.0026616
internal_weight=0 0.00347059 0.00476182 0.00375879 0.00224876 0.00226514
internal_count=3121 919 2202 1544 615 719
is_linear=0
shrinkage=0.1


Tree=7625
num_leaves=6
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split_feature=457 1 15 160 2
split_gain=1.12415e-05 2.02619e-05 2.42897e-05 4.19234e-05 4.92585e-05
threshold=0.069910000000000014 0.11588000000000001 0.035560000000000008 -0.074254999999999988 0.091545000000000015
decision_type=2 2 2 2 2
left_child=1 2 3 -1 -5
right_child=-2 -3 -4 4 -6
leaf_value=0.017211510074015824 0.0094760499794957903 0.008270377844715843 -0.01543752447262188 -0.023600315980837634 0.0030953746330360772
leaf_weight=0.0010124217086928543 0.0010729566563734841 0.001636056007860839 0.0014646284772202259 0.0010660080260278012 0.0019658059245379533
leaf_count=434 267 382 1120 390 528
internal_value=0 -0.0015014 -0.00440348 -0.000407472 -0.00629103
internal_weight=0 0.00714492 0.00550886 0.00404424 0.00303181
internal_count=3121 2854 2472 1352 918
is_linear=0
shrinkage=0.1


Tree=7626
num_leaves=7
num_cat=0
split_feature=50 484 3 2 0 4
split_gain=3.21664e-05 4.55707e-05 2.68521e-05 3.7121e-05 3.26003e-05 1.98584e-05
threshold=0.079410000000000008 0.073690000000000019 0.11296500000000002 0.10912000000000001 -0.059114999999999994 0.0052350000000000009
decision_type=2 2 2 2 2 2
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leaf_value=-0.00035090884089266798 -0.00032816373849945372 0.00042810530922669218 -0.00024375740098767686 0.00038307465390502357 0.00019512242849215692 -1.9966319684357814e-05
leaf_weight=0.0011771556953834403 0.0010485476753189634 0.0010025956658443348 0.0015808934823163655 0.0010235152366769567 0.0015842848294125612 0.0017094064243371218
leaf_count=1078 609 340 171 352 228 343
internal_value=0 3.68748e-05 -1.85643e-05 4.62305e-05 -3.08835e-05 -0.000154926
internal_weight=0 0.00807785 0.00707526 0.00549436 0.00447085 0.00288656
internal_count=3121 2512 2172 2001 1649 1421
is_linear=0
shrinkage=0.00196078


Tree=7627
num_leaves=7
num_cat=0
split_feature=50 15 4 2 4 52
split_gain=3.19027e-05 2.93489e-05 4.08645e-05 2.92415e-05 5.07862e-05 3.59792e-05
threshold=0.079410000000000008 -0.15026499999999995 0.23246000000000003 0.089775000000000008 -0.064054999999999987 -0.0064899999999999992
decision_type=2 2 2 2 2 2
left_child=1 -1 3 5 -5 -3
right_child=-2 2 -4 4 -6 -7
leaf_value=0.0003445868510434026 -0.00033269323184821728 -0.00035805457896374236 -0.00037710701054003202 -7.55930804331722e-05 0.00040104452160230283 0.00012365768314395953
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leaf_count=318 609 484 169 371 551 619
internal_value=0 3.48819e-05 -1.15328e-05 5.14222e-05 0.000167119 -0.000115434
internal_weight=0 0.00784961 0.00682653 0.00582365 0.00343903 0.00238462
internal_count=3121 2512 2194 2025 922 1103
is_linear=0
shrinkage=0.00196078


Tree=7628
num_leaves=8
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split_feature=50 15 16 2 48 0 4
split_gain=3.55145e-05 3.19764e-05 4.7514e-05 3.99324e-05 5.00422e-05 4.56699e-05 2.9064e-05
threshold=0.079410000000000008 -0.15914499999999995 -0.36241499999999999 0.10644500000000001 0.082620000000000013 -0.030209999999999997 0.053180000000000012
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 6 -4
right_child=-2 2 3 -5 -6 -7 -8
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leaf_weight=0.0010080606889268547 0.0010306077615906172 0.0011740963334507431 0.0012199064856733 0.0012288393955586212 0.0010979534676431274 0.0011507079860293987 0.0010277762792784526
leaf_count=306 609 221 1103 351 270 125 136
internal_value=0 4.53567e-05 -2.3052e-06 7.13826e-05 -1.42256e-05 -0.000131803 3.08355e-05
internal_weight=0 0.00790734 0.00689928 0.00572518 0.00449634 0.00339839 0.00224768
internal_count=3121 2512 2206 1985 1634 1364 1239
is_linear=0
shrinkage=0.00196078


Tree=7629
num_leaves=8
num_cat=0
split_feature=50 15 16 2 48 0 4
split_gain=3.26277e-05 3.209e-05 3.64302e-05 4.51847e-05 3.59289e-05 5.20725e-05 3.31203e-05
threshold=0.079410000000000008 -0.15914499999999995 -0.36241499999999999 0.10644500000000001 0.082620000000000013 -0.030209999999999997 0.053180000000000012
decision_type=2 2 2 2 2 2 2
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leaf_count=306 609 221 1103 351 270 125 136
internal_value=0 3.75549e-05 -9.46255e-06 5.45553e-05 -3.54231e-05 -0.000133623 3.86935e-05
internal_weight=0 0.00806428 0.00704614 0.00584173 0.00459166 0.0034771 0.00229405
internal_count=3121 2512 2206 1985 1634 1364 1239
is_linear=0
shrinkage=0.00196078


Tree=7630
num_leaves=7
num_cat=0
split_feature=15 52 13 12 16 43
split_gain=1.22778e-05 1.9281e-05 3.10183e-05 3.58872e-05 7.47153e-05 1.31103e-05
threshold=-0.11713499999999999 -0.11592499999999999 -0.033284999999999988 0.088930000000000023 -0.074319999999999983 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2
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leaf_value=-0.0081675775612118518 -0.011028564127774023 -0.013746087042693964 -0.017926656923235734 0.02502671103772789 0.01683806126930593 0.0021505726009952066
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leaf_count=484 495 841 321 382 230 368
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internal_weight=0 0.00673366 0.00573099 0.00365574 0.00259345 0.00207525
internal_count=3121 2637 2142 933 551 1209
is_linear=0
shrinkage=0.1


Tree=7631
num_leaves=6
num_cat=0
split_feature=150 0 1 16 16
split_gain=1.06927e-05 2.71871e-05 2.98072e-05 2.69875e-05 3.96621e-05
threshold=0.081835000000000019 -0.10224499999999999 0.111945 -0.056919999999999991 0.38525000000000004
decision_type=2 2 2 2 2
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leaf_value=-0.020153117196008999 0.0076251041400012265 0.013119374907590353 0.0022153402522351886 -0.012764990485575362 0.012077444886190142
leaf_weight=0.0013465490222783812 0.0014833046643861767 0.0016358705588830958 0.001068406964220274 0.0016600244078204672 0.0010486463067489939
leaf_count=311 420 1146 119 832 293
internal_value=0 -0.00175071 -0.010257 0.00297762 -0.00314738
internal_weight=0 0.0067595 0.00241496 0.00434454 0.00270867
internal_count=3121 2701 430 2271 1125
is_linear=0
shrinkage=0.1


Tree=7632
num_leaves=7
num_cat=0
split_feature=50 160 49 16 43 15
split_gain=2.95678e-05 2.63751e-05 3.55292e-05 3.66223e-05 4.4474e-05 3.58294e-05
threshold=0.079410000000000008 -0.027994999999999996 -0.081404999999999991 0.38525000000000004 -0.00045499999999999995 -0.095869999999999983
decision_type=2 2 2 2 2 2
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leaf_weight=0.0014571340775055763 0.0010032708862169294 0.0010235069463901464 0.0013857003631820427 0.0010712948141780943 0.0011244921927717607 0.0016538423819252128
leaf_count=625 609 172 886 271 172 386
internal_value=0 3.38602e-05 -2.14537e-05 -8.67741e-05 -0.000169956 -2.68463e-05
internal_weight=0 0.00771597 0.00625884 0.00523533 0.00416403 0.00277833
internal_count=3121 2512 1887 1715 1444 558
is_linear=0
shrinkage=0.00196078


Tree=7633
num_leaves=7
num_cat=0
split_feature=42 49 42 1 2 12
split_gain=1.20548e-05 1.80623e-05 4.65217e-05 3.39194e-05 5.56787e-05 3.29251e-05
threshold=-1.0000000180025095e-35 -0.047584999999999995 0.091545000000000015 0.11181500000000001 0.10005000000000001 0.084100000000000022
decision_type=2 2 2 2 2 2
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leaf_count=862 360 293 620 207 218 561
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internal_weight=0 0.00681541 0.00530503 0.00425281 0.00323176 0.00205989
internal_count=3121 2259 1899 1279 1072 854
is_linear=0
shrinkage=0.1


Tree=7634
num_leaves=7
num_cat=0
split_feature=42 49 42 1 2 12
split_gain=9.77641e-06 1.46467e-05 3.78417e-05 2.75555e-05 4.54842e-05 2.67173e-05
threshold=-1.0000000180025095e-35 -0.047584999999999995 0.091545000000000015 0.11181500000000001 0.10005000000000001 0.084100000000000022
decision_type=2 2 2 2 2 2
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leaf_value=-0.0075949228355171074 0.010213003976319782 0.010061822540627902 -0.017970855448135377 -0.011079833579829277 0.023576688860121427 -0.012735891210234704
leaf_weight=0.0014225567275917908 0.0015085388319230298 0.0010445342593488655 0.0010482586577620105 0.0010195894595583094 0.0011643283590066916 0.0010121983064128779
leaf_count=862 360 293 620 207 218 561
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internal_weight=0 0.00679745 0.00528891 0.00424065 0.00322106 0.00205673
internal_count=3121 2259 1899 1279 1072 854
is_linear=0
shrinkage=0.1


Tree=7635
num_leaves=6
num_cat=0
split_feature=4 151 0 0 52
split_gain=9.81294e-06 1.67681e-05 2.68452e-05 2.47629e-05 3.77542e-05
threshold=0.27287000000000006 -0.024429999999999997 -0.14794999999999997 -0.10011499999999998 0.083680000000000018
decision_type=2 2 2 2 2
left_child=1 -1 -3 -4 -5
right_child=-2 2 3 4 -6
leaf_value=0.0097921305781262704 0.0078960741314507213 -0.018140628003265883 0.012633597293644161 -0.014602478409056749 0.0057489133838411382
leaf_weight=0.0010954100591220369 0.0013065571706440378 0.001053312912685911 0.001103101874408278 0.0018301499516592535 0.0018160798287890567
leaf_count=451 352 158 202 1132 826
internal_value=0 -0.00155543 -0.0036976 -0.000494405 -0.00446605
internal_weight=0 0.00689805 0.00580264 0.00474933 0.00364623
internal_count=3121 2769 2318 2160 1958
is_linear=0
shrinkage=0.1


Tree=7636
num_leaves=7
num_cat=0
split_feature=50 15 16 48 0 52
split_gain=2.47139e-05 2.3544e-05 3.48365e-05 4.40288e-05 5.9399e-05 2.88199e-05
threshold=0.079410000000000008 -0.14809499999999998 -0.36241499999999999 0.089575000000000016 -0.10607499999999999 0.083680000000000018
decision_type=2 2 2 2 2 2
left_child=1 -1 -3 4 -4 -6
right_child=-2 2 3 -5 5 -7
leaf_value=0.00031411259736271297 -0.00029171657387885478 -0.00032260389828752957 0.00032178747495577878 0.00042139088717934648 -0.00034427845603554559 2.9376048287556877e-05
leaf_weight=0.0010058856519542846 0.0010105823563101805 0.0011232062821333166 0.0013238935472850702 0.0010323243852626693 0.0017229548255089612 0.0014713419418564012
leaf_count=330 609 213 168 243 920 638
internal_value=0 3.44654e-05 -7.68391e-06 5.60435e-05 -2.74317e-05 -0.000172167
internal_weight=0 0.00767961 0.00667372 0.00555051 0.00451819 0.0031943
internal_count=3121 2512 2182 1969 1726 1558
is_linear=0
shrinkage=0.00196078


Tree=7637
num_leaves=6
num_cat=0
split_feature=12 160 0 151 1
split_gain=1.02834e-05 2.64775e-05 2.94025e-05 4.9819e-05 8.30191e-05
threshold=-0.010834999999999999 -1.0000000180025095e-35 -0.053834999999999994 -0.0033899999999999994 0.095285000000000022
decision_type=2 2 2 2 2
left_child=-1 -2 3 -3 -5
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leaf_value=0.0087145473021323135 -0.013341779970460269 -0.012864384205257543 -0.010505468338621144 -0.0029890935190696639 0.029998928926108
leaf_weight=0.0011512977825403467 0.001485157116834326 0.0010424569841368161 0.0014594100532485822 0.0016307517880994997 0.0014335257486281
leaf_count=421 870 226 308 1109 187
internal_value=0 -0.00147877 0.00168652 0.00601919 0.0124433
internal_weight=0 0.0070513 0.00556614 0.00410673 0.00306428
internal_count=3121 2700 1830 1522 1296
is_linear=0
shrinkage=0.1


Tree=7638
num_leaves=7
num_cat=0
split_feature=48 16 16 2 13 13
split_gain=4.54015e-05 5.18982e-05 3.97742e-05 5.33192e-05 3.92789e-05 3.79454e-05
threshold=0.11926500000000002 -0.48836499999999994 0.0065250000000000004 0.092875000000000013 -0.029529999999999997 -0.013304999999999999
decision_type=2 2 2 2 2 2
left_child=1 -1 3 5 -4 -3
right_child=-2 2 4 -5 -6 -7
leaf_value=0.00044601676686800376 -0.00039616605607278567 0.00029593313953809935 -0.00010561851147320708 -0.00048514515160993731 0.00034562660398485532 -0.00016455809096213345
leaf_weight=0.0010532060482214582 0.0010353478197210634 0.0010658279422222363 0.0012991710172936036 0.001235557126977615 0.0017281941762173811 0.0019406480330822525
leaf_count=242 117 938 389 508 362 565
internal_value=0 3.92282e-05 -1.97082e-05 -0.000142234 0.000151978 -1.30902e-06
internal_weight=0 0.0083226 0.0072694 0.00424203 0.00302737 0.00300648
internal_count=3121 3004 2762 2011 751 1503
is_linear=0
shrinkage=0.00196078


Tree=7639
num_leaves=6
num_cat=0
split_feature=403 13 4 4 2
split_gain=1.10191e-05 5.78078e-05 5.53835e-05 3.51625e-05 3.77093e-05
threshold=0.03138500000000001 0.10935500000000002 -0.062539999999999984 0.033845000000000007 0.10803500000000001
decision_type=2 2 2 2 2
left_child=1 2 -1 -4 -5
right_child=-2 -3 3 4 -6
leaf_value=-0.021183508610977772 0.0096422059604567897 0.018670064956730997 0.012763398951841419 0.0051624786162116319 -0.017862816223177463
leaf_weight=0.0016270393131862159 0.0010266623670273619 0.0011926301674290542 0.0015116730287116826 0.0014530753324819828 0.0013932815604370198
leaf_count=990 376 183 934 335 303
internal_value=0 -0.00143393 -0.00544 0.000437726 -0.00610832
internal_weight=0 0.0071777 0.00598507 0.00435803 0.00284636
internal_count=3121 2745 2562 1572 638
is_linear=0
shrinkage=0.1


Tree=7640
num_leaves=7
num_cat=0
split_feature=50 42 16 51 1 12
split_gain=3.90107e-05 3.63352e-05 3.47213e-05 4.51081e-05 7.80034e-05 4.33386e-05
threshold=0.079410000000000008 -1.0000000180025095e-35 -0.36241499999999999 -0.071649999999999978 0.094825000000000007 0.089885000000000007
decision_type=2 2 2 2 2 2
left_child=1 -1 -3 -4 5 -5
right_child=-2 2 3 4 -6 -7
leaf_value=-0.0002431233591486805 -0.00035460352490864264 -0.00013935010587339807 -0.00018803107333414067 -6.9454343485746454e-05 0.00074701039480387773 0.0004097205980024822
leaf_weight=0.0014058804867936097 0.0010695940463829818 0.0016965816535259312 0.0010005758364746145 0.0018400219996816559 0.001016500075311426 0.0011982636131754759
leaf_count=704 609 340 388 514 289 277
internal_value=0 4.36552e-05 0.000103368 0.000184824 0.000276831 0.000119527
internal_weight=0 0.00815782 0.00675194 0.00505536 0.00405479 0.00303829
internal_count=3121 2512 1808 1468 1080 791
is_linear=0
shrinkage=0.00196078


Tree=7641
num_leaves=7
num_cat=0
split_feature=50 160 42 2 48 12
split_gain=2.35201e-05 3.22593e-05 2.67558e-05 3.28728e-05 4.74434e-05 5.31203e-05
threshold=0.079410000000000008 -0.027994999999999996 -1.0000000180025095e-35 0.11411 0.089350000000000013 0.089885000000000007
decision_type=2 2 2 2 2 2
left_child=1 -1 -3 4 5 -4
right_child=-2 2 3 -5 -6 -7
leaf_value=0.00028946448940496937 -0.00028173444875002207 -0.00030110056919975526 -0.00024058646722940652 -0.00026818500726010598 0.0004822486759173379 0.00026545387878748952
leaf_weight=0.0015156759627124447 0.001038289069144503 0.0011391924927198933 0.0017262094162627931 0.0011225613927333669 0.0010005205491337814 0.0014824506175002343
leaf_count=625 609 620 558 244 160 305
internal_value=0 3.1977e-05 -2.83338e-05 2.99462e-05 0.000109456 -6.78799e-06
internal_weight=0 0.00798661 0.00647093 0.00533174 0.00420918 0.00320866
internal_count=3121 2512 1887 1267 1023 863
is_linear=0
shrinkage=0.00196078


Tree=7642
num_leaves=8
num_cat=0
split_feature=484 51 15 3 3 13 1
split_gain=3.90023e-05 3.41302e-05 3.4036e-05 5.85423e-05 4.0291e-05 7.30721e-05 3.32137e-05
threshold=0.084040000000000017 0.091630000000000003 -0.016799999999999995 0.097915000000000016 -0.08824499999999999 -0.014169999999999999 0.10752500000000002
decision_type=2 2 2 2 2 2 2
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right_child=-2 -3 4 -5 5 -7 -8
leaf_value=-0.00027487208619715077 0.00035026881194831651 0.00026092893022749812 -0.00025096576082797958 -0.00064221261051588749 -0.00011860143805359741 0.00056372723273605035 0.00018268095419773166
leaf_weight=0.0014528360031755899 0.0010224965009104194 0.0011362734751377583 0.0013279745743410998 0.0010089062128125189 0.0014136637286322347 0.0010528293861687475 0.0010513373992805716
leaf_count=701 368 335 427 130 668 272 220
internal_value=0 -5.52073e-05 -0.000104364 -0.000243438 2.4396e-05 0.000172652 -8.27757e-05
internal_weight=0 0.00844382 0.00730755 0.00351308 0.00379447 0.00246649 0.00250417
internal_count=3121 2753 2418 1051 1367 940 921
is_linear=0
shrinkage=0.00196078


Tree=7643
num_leaves=7
num_cat=0
split_feature=50 15 4 2 4 52
split_gain=2.27942e-05 4.74855e-05 4.08775e-05 3.54522e-05 4.3815e-05 3.61895e-05
threshold=0.079410000000000008 -0.15914499999999995 0.23246000000000003 0.089775000000000008 -0.064054999999999987 -0.066844999999999988
decision_type=2 2 2 2 2 2
left_child=1 -1 3 5 -5 -3
right_child=-2 2 -4 4 -6 -7
leaf_value=0.00043130219190679129 -0.00027711355872810491 -0.00042831630758444249 -0.00038744340585792969 -6.1885317813888631e-05 0.00037824999881747658 5.8774966754731272e-05
leaf_weight=0.0010018804367753608 0.0010346484488730759 0.0010101839928958224 0.0010220771328557469 0.0016951084416231936 0.0017855634632879054 0.0013980270179871006
leaf_count=306 609 314 172 371 556 793
internal_value=0 3.23644e-05 -2.54696e-05 3.73548e-05 0.000163901 -0.000145548
internal_weight=0 0.00791284 0.00691096 0.00588888 0.00348067 0.00240821
internal_count=3121 2512 2206 2034 927 1107
is_linear=0
shrinkage=0.00196078


Tree=7644
num_leaves=7
num_cat=0
split_feature=484 12 15 52 1 1
split_gain=1.13104e-05 2.04061e-05 4.02596e-05 4.78762e-05 6.29886e-05 7.08135e-05
threshold=0.015535000000000002 0.10388500000000002 0.088235000000000022 0.096795000000000006 0.090475000000000014 0.11061500000000002
decision_type=2 2 2 2 2 2
left_child=1 2 3 4 -1 -6
right_child=-2 -3 -4 -5 5 -7
leaf_value=-0.02633806312932175 0.0099088325653339422 -0.014693939245474175 0.017598517464539606 0.015197742978990897 0.016291206121469816 -0.016165515239253501
leaf_weight=0.0012975880703804937 0.0010003507675928024 0.0010004791928005449 0.001149092114014939 0.0011150979155361397 0.0013804141352222789 0.0013102645982315632
leaf_count=977 452 321 529 220 320 302
internal_value=0 -0.00143392 0.000687864 -0.0031198 -0.00824129 0.00048594
internal_weight=0 0.00725294 0.00625246 0.00510336 0.00398827 0.00269068
internal_count=3121 2669 2348 1819 1599 622
is_linear=0
shrinkage=0.1


Tree=7645
num_leaves=7
num_cat=0
split_feature=50 15 4 151 43 0
split_gain=2.84335e-05 3.47593e-05 4.27182e-05 3.22981e-05 3.92236e-05 6.67251e-05
threshold=0.079410000000000008 -0.15914499999999995 0.098655000000000007 -0.0071249999999999985 0.016310000000000002 -0.053834999999999994
decision_type=2 2 2 2 2 2
left_child=1 -1 3 -3 5 -5
right_child=-2 2 -4 4 -6 -7
leaf_value=0.00036870299700181536 -0.00031408010929727279 0.00035182294620234391 -0.00028188168919775425 0.0001073388004646929 0.00029250710977396505 -0.00049894083151628542
leaf_weight=0.001011645346495383 0.0010509036778585676 0.0011989045650821267 0.0017867715318900679 0.0017408695502234351 0.0011469491427259062 0.0011649415656787827
leaf_count=306 609 351 277 1089 232 257
internal_value=0 2.88516e-05 -1.99958e-05 6.91055e-05 -1.45292e-05 -0.000135719
internal_weight=0 0.00805008 0.00703844 0.00525166 0.00405276 0.00290581
internal_count=3121 2512 2206 1929 1578 1346
is_linear=0
shrinkage=0.00196078


Tree=7646
num_leaves=7
num_cat=0
split_feature=50 15 0 47 3 0
split_gain=3.37906e-05 3.19641e-05 3.88595e-05 8.20282e-05 6.68157e-05 6.06324e-05
threshold=0.079410000000000008 -0.15914499999999995 -0.019414999999999998 0.09585500000000001 0.090900000000000009 -0.10224499999999999
decision_type=2 2 2 2 2 2
left_child=1 -1 3 4 5 -3
right_child=-2 2 -4 -5 -6 -7
leaf_value=0.00035966433414965742 -0.00034142967785603077 -0.00044445132632394671 0.00022576390957495477 -0.00060492703699502012 0.00040691234846243073 0.00012127851266606379
leaf_weight=0.0010074530991677662 0.0010472669148755198 0.0013556613201763767 0.0019019357193469184 0.0010044299362108235 0.001211846798407734 0.0015740591496679502
leaf_count=306 609 272 249 176 151 1358
internal_value=0 3.29737e-05 -1.37244e-05 -0.000102238 1.9676e-05 -0.0001405
internal_weight=0 0.00805539 0.00704793 0.005146 0.00414157 0.00292972
internal_count=3121 2512 2206 1957 1781 1630
is_linear=0
shrinkage=0.00196078


Tree=7647
num_leaves=5
num_cat=0
split_feature=0 47 49 2
split_gain=1.22999e-05 2.79806e-05 3.61848e-05 3.26143e-05
threshold=-0.019414999999999998 0.087235000000000021 -0.054319999999999993 0.091185000000000002
decision_type=2 2 2 2
left_child=1 2 -1 -4
right_child=-2 -3 3 -5
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leaf_weight=0.0012959635441196545 0.0019246144853706289 0.0018591614132337153 0.0015594589376864165 0.0016207796525428615
leaf_count=310 365 363 1264 819
internal_value=0 -0.00219758 0.0020854 0.00782492
internal_weight=0 0.00633536 0.0044762 0.00318024
internal_count=3121 2756 2393 2083
is_linear=0
shrinkage=0.1


Tree=7648
num_leaves=7
num_cat=0
split_feature=2 0 150 1 43 0
split_gain=2.62246e-05 4.84943e-05 4.20781e-05 4.88443e-05 9.38044e-05 2.70873e-05
threshold=0.089775000000000008 -0.077999999999999986 0.083555000000000004 0.10557500000000002 0.05259500000000001 -0.10607499999999999
decision_type=2 2 2 2 2 2
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leaf_value=-8.993058385321793e-05 -0.00049782525928856731 0.00013709507135712735 0.00041254394023667083 0.00025564895901634168 0.00024126273703454671 -0.00053262082848571062
leaf_weight=0.0010102592413337712 0.0014935287249637826 0.0015033715163861546 0.0011670031546984214 0.0016771913937496091 0.0011833122569084717 0.0011211266786547108
leaf_count=173 730 399 216 294 199 1110
internal_value=0 -0.000132577 8.19022e-05 -6.71904e-06 -0.000171107 -0.000322789
internal_weight=0 0.00363476 0.00552104 0.00435403 0.00267684 0.00213139
internal_count=3121 1682 1439 1223 929 1283
is_linear=0
shrinkage=0.00196078


Tree=7649
num_leaves=7
num_cat=0
split_feature=50 15 16 48 52 43
split_gain=3.42194e-05 4.91296e-05 4.67521e-05 3.86274e-05 3.21331e-05 4.36891e-05
threshold=0.079410000000000008 -0.15914499999999995 -0.36241499999999999 0.016865000000000002 -0.0064899999999999992 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2
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leaf_value=0.00044618584107727042 -0.00033635427204550139 -0.00037292862595252095 -0.00028447588376599584 0.00032102264613845477 -0.00019934797608252234 0.00029666214790758174
leaf_weight=0.0010105653361369531 0.0010372665192662266 0.0011753150911842439 0.0013950718902768135 0.0015474965851904731 0.0012109887937215651 0.0015651234166253352
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internal_value=0 4.24329e-05 -1.67518e-05 5.64504e-05 -4.17051e-05 8.02938e-05
internal_weight=0 0.00790456 0.006894 0.00571868 0.00417118 0.00277611
internal_count=3121 2512 2206 1985 1618 951
is_linear=0
shrinkage=0.00196078


Tree=7650
num_leaves=6
num_cat=0
split_feature=4 42 43 2 15
split_gain=1.13506e-05 1.83607e-05 2.15485e-05 4.34398e-05 3.25182e-05
threshold=0.27287000000000006 0.092145000000000019 0.07827000000000002 0.092875000000000013 -0.091964999999999977
decision_type=2 2 2 2 2
left_child=1 2 3 4 -1
right_child=-2 -3 -4 -5 -6
leaf_value=0.018634734399654004 0.0084393274699885307 -0.014211703810713279 0.013018058108675359 -0.014672256351798635 -0.0029128867255769197
leaf_weight=0.0010970466521792439 0.0013192676667920702 0.0010006216043365306 0.001106831656382915 0.0018171706275109068 0.0019369478528695088
leaf_count=239 352 544 212 584 1190
internal_value=0 -0.00167744 0.000427639 -0.00244497 0.00487841
internal_weight=0 0.00695862 0.005958 0.00485117 0.00303399
internal_count=3121 2769 2225 2013 1429
is_linear=0
shrinkage=0.1


Tree=7651
num_leaves=7
num_cat=0
split_feature=3 39 457 52 52 4
split_gain=4.26921e-05 3.83589e-05 6.48955e-05 4.92603e-05 4.61802e-05 4.60285e-05
threshold=0.13524500000000003 0.0046100000000000004 0.080930000000000016 0.10611000000000001 -0.0064899999999999992 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2
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leaf_weight=0.001631754467705897 0.0013593383501056292 0.0010393240617673494 0.001072100740582743 0.0010142014196332285 0.0014887184575864576 0.0018107729118128967
leaf_count=829 192 335 176 469 815 305
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internal_weight=0 0.00805687 0.00701755 0.00594545 0.00493125 0.00329949
internal_count=3121 2929 2594 2418 1949 1120
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shrinkage=0.00196078


Tree=7652
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split_feature=1 47 1 12 0 3
split_gain=1.18262e-05 2.60335e-05 3.29394e-05 4.60213e-05 5.00099e-05 1.17575e-05
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decision_type=2 2 2 2 2 2
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internal_weight=0 0.00706023 0.00592237 0.00413093 0.00210556 0.00202538
internal_count=3121 2827 2566 2079 1048 1031
is_linear=0
shrinkage=0.1


Tree=7653
num_leaves=8
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split_feature=50 15 16 42 52 48 1
split_gain=3.94949e-05 2.95358e-05 3.9587e-05 4.55331e-05 4.7966e-05 5.42683e-05 4.92107e-05
threshold=0.079410000000000008 -0.15914499999999995 -0.36241499999999999 -1.0000000180025095e-35 -0.0064899999999999992 0.082620000000000013 0.077565000000000009
decision_type=2 2 2 2 2 2 2
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right_child=-2 2 3 4 6 -7 -8
leaf_value=0.00035082437859927347 -0.00036466077735745406 -0.00032848302596214939 -0.0002833796888006528 -0.00038334664765784886 0.00010638538352646369 0.00023123116024736915 0.00066814840448861591
leaf_weight=0.0010274351976004232 0.0010461614086334113 0.0012061971977329932 0.0011770028419024157 0.0010563446433045948 0.0014737482654517998 0.0011579063445732378 0.0010106891632608046
leaf_count=306 609 221 602 521 442 258 162
internal_value=0 4.01475e-05 -4.92531e-06 6.14966e-05 0.000147887 -6.19632e-05 0.000334915
internal_weight=0 0.00810932 0.00708189 0.00587569 0.00469869 0.00221425 0.00248444
internal_count=3121 2512 2206 1985 1383 779 604
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shrinkage=0.00196078


Tree=7654
num_leaves=7
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split_feature=0 0 15 49 3 4
split_gain=1.24414e-05 2.65845e-05 3.11788e-05 3.33681e-05 3.13327e-05 2.13222e-05
threshold=-0.060129999999999996 -0.083914999999999976 -0.0063699999999999989 -0.043469999999999995 0.095270000000000007 -0.35136499999999998
decision_type=2 2 2 2 2 2
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right_child=5 -3 -4 4 -6 -7
leaf_value=0.01014964197616601 -0.0037712410186337784 -0.017377946832768568 0.013306823911481136 -0.00083179220168383492 -0.024816002796394843 0.013965302267982699
leaf_weight=0.0010143728057972713 0.0012984876523100364 0.0010178166458865113 0.0013408077195743214 0.0011931486631750173 0.0010022067874806834 0.001417910940079595
leaf_count=226 227 1065 509 633 115 346
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internal_weight=0 0.00556835 0.00455054 0.00320973 0.00219536 0.0027164
internal_count=3121 2548 1483 974 748 573
is_linear=0
shrinkage=0.1


Tree=7655
num_leaves=6
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split_feature=2 160 12 3 0
split_gain=1.27229e-05 3.40498e-05 4.03786e-05 4.48345e-05 3.29749e-05
threshold=0.089775000000000008 0.085045000000000023 0.089625000000000024 0.086245000000000016 -0.084269999999999984
decision_type=2 2 2 2 2
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leaf_weight=0.0015408305804339661 0.0010685913524438079 0.0010383989336477141 0.0013437693817871109 0.001521550167519206 0.0017567698053949821
leaf_count=868 355 221 628 235 814
internal_value=0 0.0031381 -0.00111346 0.00618387 -0.00487251
internal_weight=0 0.00497231 0.00393391 0.00259014 0.0032976
internal_count=3121 1439 1218 590 1682
is_linear=0
shrinkage=0.1


Tree=7656
num_leaves=8
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split_feature=131 159 15 2 52 15 2
split_gain=3.70567e-05 4.42338e-05 5.14629e-05 4.09144e-05 7.25079e-05 5.91926e-05 4.2182e-05
threshold=0.084390000000000007 0.076905000000000015 -0.11713499999999999 0.10097500000000002 -0.0064899999999999992 0.079055000000000014 0.11293500000000002
decision_type=2 2 2 2 2 2 2
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right_child=-2 -3 3 6 5 -7 -8
leaf_value=-0.00037272410367078182 -0.00035827531555270215 0.00040195949000642321 -0.00022782205921710147 -0.00044057715736671915 0.00059171676658366563 -2.1470107495219682e-06 0.00011151309126421136
leaf_weight=0.0012843649599163908 0.0010097238866745564 0.0011205240619076373 0.0011697187042889121 0.001041463511390743 0.0016303772696686228 0.0010679875389902518 0.0010878136575080575
leaf_count=281 492 452 407 245 295 719 230
internal_value=0 3.92862e-05 -1.65225e-05 5.97598e-05 0.000179919 0.000356671 -0.000158523
internal_weight=0 0.00840225 0.00728173 0.00599736 0.00386808 0.00269836 0.00212928
internal_count=3121 2629 2177 1896 1421 1014 475
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shrinkage=0.00196078


Tree=7657
num_leaves=8
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split_feature=50 15 16 160 2 43 1
split_gain=2.52729e-05 4.06908e-05 4.27855e-05 4.03104e-05 4.38657e-05 4.6278e-05 2.82182e-05
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decision_type=2 2 2 2 2 2 2
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right_child=-2 2 3 4 -6 6 -8
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leaf_weight=0.0010163804144854224 0.0010283816593786655 0.0011468309112773563 0.0011097700284458979 0.0014903354436292581 0.0010218916590922084 0.0010272187163017465 0.001037496331303196
leaf_count=318 609 216 483 433 292 588 182
internal_value=0 3.07079e-05 -2.37361e-05 4.59385e-05 -3.53514e-05 -0.000138268 -0.000328335
internal_weight=0 0.00784992 0.00683354 0.00568671 0.00457694 0.00355505 0.00206472
internal_count=3121 2512 2194 1978 1495 1203 770
is_linear=0
shrinkage=0.00196078


Tree=7658
num_leaves=8
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split_feature=50 15 16 2 48 0 4
split_gain=2.5198e-05 4.16154e-05 4.34783e-05 3.53343e-05 4.09834e-05 3.98555e-05 3.20964e-05
threshold=0.079410000000000008 -0.15914499999999995 -0.36241499999999999 0.10644500000000001 0.082620000000000013 -0.030209999999999997 0.053180000000000012
decision_type=2 2 2 2 2 2 2
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right_child=-2 2 3 -5 -6 -7 -8
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leaf_weight=0.0010007431235056078 0.0010274862371937006 0.0011773363058910071 0.0012274204363179205 0.0012172211454040405 0.0011068804064799671 0.0011807538611818564 0.0010249033424316258
leaf_count=306 609 221 1103 351 270 125 136
internal_value=0 2.65896e-05 -2.73528e-05 4.28579e-05 -3.66814e-05 -0.000142464 1.0502e-05
internal_weight=0 0.00793526 0.00693452 0.00575718 0.00453996 0.00343308 0.00225232
internal_count=3121 2512 2206 1985 1634 1364 1239
is_linear=0
shrinkage=0.00196078


Tree=7659
num_leaves=7
num_cat=0
split_feature=42 157 0 42 48 12
split_gain=3.81754e-05 3.2906e-05 4.29666e-05 6.02867e-05 4.55337e-05 4.26372e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.23001499999999997 0.092145000000000019 0.083685000000000009 0.090455000000000021
decision_type=2 2 2 2 2 2
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leaf_weight=0.001694225377477235 0.0011282464349155127 0.0012527715240010845 0.001581897264010096 0.0013969378040118701 0.0011959519953783646 0.0012975889910499662
leaf_count=862 504 92 634 592 281 156
internal_value=0 5.03791e-05 0.000102365 0.000177354 0.000297844 0.000164275
internal_weight=0 0.00785339 0.00672515 0.00547238 0.00407544 0.00287949
internal_count=3121 2259 1755 1663 1071 790
is_linear=0
shrinkage=0.00196078


Tree=7660
num_leaves=7
num_cat=0
split_feature=42 0 3 52 47 2
split_gain=1.40961e-05 1.72589e-05 2.71731e-05 2.46809e-05 3.1316e-05 2.38199e-05
threshold=-1.0000000180025095e-35 -0.062764999999999974 -0.078934999999999991 -0.0064899999999999992 0.087885000000000019 0.10136500000000002
decision_type=2 2 2 2 2 2
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leaf_weight=0.0014475376328591935 0.0012797912366659748 0.0010437398586078698 0.0013650161687158474 0.0011194723086507584 0.001022065503981998 0.001041899070666266
leaf_count=862 909 237 289 449 103 272
internal_value=0 0.00181828 -0.00148985 0.00306209 0.0097601 0.00941013
internal_weight=0 0.00687198 0.00478635 0.00350655 0.00214154 0.00208564
internal_count=3121 2259 1750 841 552 509
is_linear=0
shrinkage=0.1


Tree=7661
num_leaves=6
num_cat=0
split_feature=3 52 0 0 43
split_gain=1.38903e-05 2.26091e-05 2.54856e-05 4.47493e-05 2.94078e-05
threshold=0.13524500000000003 0.11125500000000001 -0.084269999999999984 -0.17169499999999996 -0.092909999999999979
decision_type=2 2 2 2 2
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leaf_count=148 192 484 246 996 1055
internal_value=0 -0.00173555 0.000602137 -0.00535659 0.00764627
internal_weight=0 0.00711609 0.00607175 0.00328929 0.00278245
internal_count=3121 2929 2445 1144 1301
is_linear=0
shrinkage=0.1


Tree=7662
num_leaves=7
num_cat=0
split_feature=4 150 13 48 15 12
split_gain=1.22515e-05 1.97076e-05 2.50184e-05 3.33583e-05 3.08963e-05 5.52834e-05
threshold=0.27287000000000006 0.086615000000000011 -0.13710499999999998 0.083685000000000009 -0.016799999999999995 0.084100000000000022
decision_type=2 2 2 2 2 2
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leaf_count=131 352 270 561 377 277 1153
internal_value=0 -0.00173115 0.000542002 0.0035534 -0.000687897 0.00507117
internal_weight=0 0.00697091 0.0058937 0.00485625 0.00384844 0.00272335
internal_count=3121 2769 2499 2368 1991 1430
is_linear=0
shrinkage=0.1


Tree=7663
num_leaves=7
num_cat=0
split_feature=3 51 0 2 0 13
split_gain=1.27125e-05 2.13699e-05 2.38607e-05 3.14359e-05 3.87631e-05 4.17772e-05
threshold=0.13524500000000003 0.087505000000000013 -0.17169499999999996 0.10097500000000002 -0.084804999999999978 -0.0034749999999999994
decision_type=2 2 2 2 2 2
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right_child=-2 -3 3 -5 5 -7
leaf_value=0.013349361150998757 0.0095188571837404451 -0.014871478664714248 -0.010239658868451407 -0.017242843472429503 0.024073760571288402 -0.003470945175168768
leaf_weight=0.0011849130537814438 0.0011887692157348598 0.0010434358781984763 0.0015449483585466151 0.001111906232252163 0.0011109528064644663 0.0010917509359175597
leaf_count=134 192 373 846 532 722 322
internal_value=0 -0.00165583 0.000625541 -0.00247693 0.00190403 0.0104215
internal_weight=0 0.00708791 0.00604447 0.00485956 0.00374765 0.0022027
internal_count=3121 2929 2556 2422 1890 1044
is_linear=0
shrinkage=0.1


Tree=7664
num_leaves=7
num_cat=0
split_feature=50 51 16 15 48 3
split_gain=2.18134e-05 3.21336e-05 4.44374e-05 5.44082e-05 4.34676e-05 3.76649e-05
threshold=0.079410000000000008 -0.076794999999999988 -0.070454999999999976 -0.013969999999999998 0.085845000000000019 -0.080634999999999984
decision_type=2 2 2 2 2 2
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right_child=-2 2 3 -5 -6 -7
leaf_value=-0.00023693126251166444 -0.00027711627746825231 0.00037279383361722652 0.00063030098800565145 6.662741983168676e-05 -0.00032528720874532778 -0.00013331313549590288
leaf_weight=0.0014755854099797894 0.0010401610148004564 0.0010908350715483277 0.0010182102333572735 0.0018629225398547754 0.0014393906041693357 0.0011735587944410515
leaf_count=497 609 560 380 499 190 386
internal_value=0 2.45988e-05 8.32039e-05 0.000265833 -5.88613e-05 0.000110496
internal_weight=0 0.0080605 0.00658492 0.00288113 0.00370378 0.00226439
internal_count=3121 2512 2015 879 1136 946
is_linear=0
shrinkage=0.00196078


Tree=7665
num_leaves=8
num_cat=0
split_feature=50 15 16 2 48 0 4
split_gain=3.24286e-05 3.44733e-05 4.73168e-05 4.36989e-05 4.93928e-05 4.82614e-05 4.39842e-05
threshold=0.079410000000000008 -0.15914499999999995 -0.36241499999999999 0.10644500000000001 0.082620000000000013 -0.030209999999999997 0.053180000000000012
decision_type=2 2 2 2 2 2 2
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right_child=-2 2 3 -5 -6 -7 -8
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leaf_count=306 609 221 1103 351 270 125 136
internal_value=0 3.79435e-05 -1.05594e-05 6.23874e-05 -2.52322e-05 -0.000139926 2.50424e-05
internal_weight=0 0.00810968 0.00708922 0.00587165 0.00462952 0.00350536 0.0023151
internal_count=3121 2512 2206 1985 1634 1364 1239
is_linear=0
shrinkage=0.00196078


Tree=7666
num_leaves=7
num_cat=0
split_feature=12 51 51 48 0 3
split_gain=1.15199e-05 3.12908e-05 2.75535e-05 3.00273e-05 7.14587e-05 3.73726e-05
threshold=-0.015429999999999998 -0.071649999999999978 0.087505000000000013 0.085845000000000019 -0.10011499999999998 -0.082974999999999979
decision_type=2 2 2 2 2 2
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internal_weight=0 0.00716545 0.00615187 0.00497158 0.00394405 0.00228306
internal_count=3121 2711 2231 1853 1618 1373
is_linear=0
shrinkage=0.1


Tree=7667
num_leaves=7
num_cat=0
split_feature=13 3 1 151 0 13
split_gain=1.17312e-05 2.28614e-05 3.67393e-05 3.18331e-05 3.44697e-05 2.89565e-05
threshold=-0.23438999999999996 0.10893000000000001 0.11588000000000001 -0.016164999999999995 -0.10224499999999999 -0.017449999999999997
decision_type=2 2 2 2 2 2
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internal_weight=0 0.00723359 0.00609314 0.00500722 0.00399309 0.00282459
internal_count=3121 2952 2841 2584 2167 1874
is_linear=0
shrinkage=0.1


Tree=7668
num_leaves=8
num_cat=0
split_feature=50 15 16 48 0 0 0
split_gain=3.485e-05 4.91593e-05 4.90266e-05 5.98885e-05 7.00429e-05 3.45162e-05 4.63549e-05
threshold=0.079410000000000008 -0.15914499999999995 -0.36241499999999999 0.091545000000000015 -0.10607499999999999 0.13134000000000004 -0.053834999999999994
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -3 4 -4 6 -6
right_child=-2 2 3 -5 5 -7 -8
leaf_value=0.00043004818649125808 -0.00034484231489111247 -0.00038723057023506849 0.00031589130303645883 0.00047536965755180289 -8.5973112484039388e-05 9.2400135719071015e-05 -0.0006408472787694041
leaf_weight=0.0010393164611973192 0.0010689244411805797 0.0012034878126113927 0.0014605251213966742 0.0010349487753889769 0.0013141321505756062 0.0010855502687337972 0.0010345490748542613
leaf_count=306 609 221 181 220 1277 56 251
internal_value=0 3.16447e-05 -2.64033e-05 4.68299e-05 -4.37807e-05 -0.000196744 -0.000330385
internal_weight=0 0.00817251 0.00713319 0.00592971 0.00489476 0.00343423 0.00234868
internal_count=3121 2512 2206 1985 1765 1584 1528
is_linear=0
shrinkage=0.00196078


Tree=7669
num_leaves=7
num_cat=0
split_feature=50 15 4 15 0 52
split_gain=2.6752e-05 4.64533e-05 5.15275e-05 3.69715e-05 4.46833e-05 5.79021e-05
threshold=0.079410000000000008 -0.15026499999999995 0.098655000000000007 0.050935000000000008 -0.11991499999999998 0.096795000000000006
decision_type=2 2 2 2 2 2
left_child=1 -1 3 4 -3 -6
right_child=-2 2 -4 -5 5 -7
leaf_value=0.00042540688327452592 -0.00029775385707748645 0.00045267643513612933 -0.00031349823978451082 -0.00025734762596312156 -0.0001974249574921433 0.00037914610032574491
leaf_weight=0.0010269764983902255 0.0010432585127444207 0.0013423166149036598 0.0017405422287993287 0.0010275499518749382 0.0017844764825656906 0.0010718932937329199
leaf_count=318 609 151 270 869 859 45
internal_value=0 3.60941e-05 -2.12947e-05 7.60206e-05 0.000157606 1.89415e-05
internal_weight=0 0.00799376 0.00696678 0.00522624 0.00419869 0.00285637
internal_count=3121 2512 2194 1924 1055 904
is_linear=0
shrinkage=0.00196078


Tree=7670
num_leaves=6
num_cat=0
split_feature=42 43 16 0 4
split_gain=1.18831e-05 1.77229e-05 2.63393e-05 5.24697e-05 2.9176e-05
threshold=-1.0000000180025095e-35 -0.052894999999999991 -0.056919999999999991 -0.23001499999999997 -0.062539999999999984
decision_type=2 2 2 2 2
left_child=-1 -2 3 -3 -4
right_child=1 2 4 -5 -6
leaf_value=-0.0083201382812201265 0.0098598923411195166 -0.013414838912246202 -0.022256698895665679 0.014884816760897224 0.0014035744117038504
leaf_weight=0.0014381249832887541 0.0019096527918737987 0.0010199533890423705 0.0010077644765500388 0.0018318011187050554 0.0010794058378109774
leaf_count=862 1041 93 298 617 210
internal_value=0 0.00167889 -0.00148433 0.00476321 -0.0100205
internal_weight=0 0.00684858 0.00493892 0.00285175 0.00208717
internal_count=3121 2259 1218 710 508
is_linear=0
shrinkage=0.1


Tree=7671
num_leaves=7
num_cat=0
split_feature=2 150 0 16 52 12
split_gain=1.2642e-05 4.19773e-05 3.49503e-05 2.64476e-05 2.46382e-05 1.72156e-05
threshold=0.089775000000000008 0.083555000000000004 -0.10474999999999998 0.15891500000000003 -0.0064899999999999992 0.089735000000000023
decision_type=2 2 2 2 2 2
left_child=4 2 -2 -4 -1 -6
right_child=1 -3 3 -5 5 -7
leaf_value=-0.016187762556727044 -0.013071281093624843 0.020908326954509639 0.015791735898432191 -0.0055412303756402163 -0.0071504390000354488 0.011052369930349533
leaf_weight=0.0012127149402377888 0.001587474054888331 0.0010482278524261805 0.0012847441807895439 0.0010611413715810054 0.0010629608947951056 0.0010163684591304868
leaf_count=594 261 216 647 315 710 378
internal_value=0 0.00312645 -0.00161236 0.00614195 -0.00485975 0.00174703
internal_weight=0 0.00498159 0.00393336 0.00234589 0.00329204 0.00207933
internal_count=3121 1439 1223 962 1682 1088
is_linear=0
shrinkage=0.1


Tree=7672
num_leaves=6
num_cat=0
split_feature=3 12 43 52 0
split_gain=1.3119e-05 2.46525e-05 3.56758e-05 4.69105e-05 2.97708e-05
threshold=0.13524500000000003 0.092355000000000007 -0.092909999999999979 -0.0064899999999999992 -0.10224499999999999
decision_type=2 2 2 2 2
left_child=1 2 -1 -4 -5
right_child=-2 -3 3 4 -6
leaf_value=-0.015219538182533375 0.0096802160730029268 -0.012267315524865777 -0.0076748578944118226 0.0021084851903847702 0.023171710666691363
leaf_weight=0.0010207815319211201 0.0011874497782921817 0.0016773300211924778 0.0016636183566723956 0.0012237173424148157 0.0014857369769449734
leaf_count=264 192 906 703 226 830
internal_value=0 -0.00167906 0.00161358 0.00554284 0.0136586
internal_weight=0 0.00707118 0.00539385 0.00437307 0.00270945
internal_count=3121 2929 2023 1759 1056
is_linear=0
shrinkage=0.1


Tree=7673
num_leaves=7
num_cat=0
split_feature=52 160 2 42 16 16
split_gain=1.32876e-05 3.71452e-05 3.03626e-05 2.14258e-05 2.76976e-05 3.15296e-05
threshold=-0.046924999999999988 -1.0000000180025095e-35 0.089885000000000007 0.088060000000000013 -0.056919999999999991 -0.36241499999999999
decision_type=2 2 2 2 2 2
left_child=2 -2 -1 4 5 -3
right_child=1 3 -4 -5 -6 -7
leaf_value=-0.0069889243369591417 -0.019656312657436101 -0.010374331386139246 0.015237437030511489 0.011906930514963047 -0.017050693954689718 0.013045838232031438
leaf_weight=0.0010522852864596993 0.0010549089849725439 0.001020082622994819 0.0014777045488408766 0.0013205682186836136 0.0010018824819886347 0.0013169404706641125
leaf_count=404 743 198 549 449 120 658
internal_value=0 -0.00271186 0.00599294 0.00112438 -0.00314021 0.00282321
internal_weight=0 0.00571438 0.00252999 0.00465947 0.00333891 0.00233702
internal_count=3121 2168 953 1425 976 856
is_linear=0
shrinkage=0.1


Tree=7674
num_leaves=5
num_cat=0
split_feature=15 1 3 2
split_gain=1.40269e-05 3.53176e-05 4.35667e-05 4.53033e-05
threshold=0.035560000000000008 1.0000000180025095e-35 0.10893000000000001 1.0000000180025095e-35
decision_type=2 2 2 2
left_child=1 -1 3 -3
right_child=-2 2 -4 -5
leaf_value=-0.010278542900851178 -0.0077135857708095466 -0.00037692421022234994 -0.008576406645631399 0.023013913545142969
leaf_weight=0.001676705789110877 0.0018461762060792818 0.0014794977115239341 0.0013462550107299124 0.0018804013114028279
leaf_count=851 1180 399 222 469
internal_value=0 0.0021836 0.0066236 0.012714
internal_weight=0 0.00638286 0.00470615 0.0033599
internal_count=3121 1941 1090 868
is_linear=0
shrinkage=0.1


Tree=7675
num_leaves=7
num_cat=0
split_feature=13 16 12 13 49 3
split_gain=1.47955e-05 2.49571e-05 4.25572e-05 3.23309e-05 2.60404e-05 3.46897e-05
threshold=-0.23438999999999996 0.23311500000000004 0.092355000000000007 -0.010739999999999998 -0.015259999999999998 0.084940000000000015
decision_type=2 2 2 2 2 2
left_child=-1 2 3 -2 -5 -6
right_child=1 -3 -4 4 5 -7
leaf_value=0.011153946980534478 0.011192312106557743 0.011926328134643761 -0.021133943946476844 -0.019298314566742227 -0.012013168495399934 0.013287178878966646
leaf_weight=0.0010336722793388344 0.0016761677996637598 0.0011403942842017649 0.001191757863644111 0.0010033692759602595 0.0011242651780669858 0.0010462784853429163
leaf_count=169 1187 417 668 159 421 100
internal_value=0 -0.00164195 -0.00420296 -4.2688e-05 -0.00597598 0.00018249
internal_weight=0 0.00718223 0.00604184 0.00485008 0.00317391 0.00217054
internal_count=3121 2952 2535 1867 680 521
is_linear=0
shrinkage=0.1


Tree=7676
num_leaves=7
num_cat=0
split_feature=50 15 16 2 52 1
split_gain=3.29156e-05 4.92277e-05 3.78267e-05 6.47081e-05 4.76858e-05 2.59795e-05
threshold=0.079410000000000008 -0.15914499999999995 -0.084119999999999986 0.092365000000000017 0.0031350000000000002 0.092390000000000014
decision_type=2 2 2 2 2 2
left_child=1 -1 3 -3 5 -4
right_child=-2 2 4 -5 -6 -7
leaf_value=0.0004366812151934038 -0.00033217187590083675 4.9028544240481043e-05 -0.00030816130895453312 -0.00056935983138091731 0.00034399224919635875 8.6869610657882955e-05
leaf_weight=0.0010354304555416759 0.0010462589070782255 0.0015894318866370137 0.0010805989427526397 0.0011013807457081078 0.001734560393875784 0.0015700643752211943
leaf_count=306 609 412 693 251 514 336
internal_value=0 3.73627e-05 -2.10693e-05 -0.000204085 9.12308e-05 -7.41731e-05
internal_weight=0 0.00811147 0.00707604 0.00269081 0.00438522 0.00265066
internal_count=3121 2512 2206 663 1543 1029
is_linear=0
shrinkage=0.00196078


Tree=7677
num_leaves=7
num_cat=0
split_feature=47 47 160 16 2 3
split_gain=5.23519e-05 4.48851e-05 3.24191e-05 4.69899e-05 9.71609e-05 7.56206e-05
threshold=0.12431000000000002 0.09550500000000002 -0.063384999999999983 -0.083134999999999987 0.092365000000000017 -0.076669999999999988
decision_type=2 2 2 2 2 2
left_child=1 2 -1 4 -4 -5
right_child=-2 -3 3 5 -6 -7
leaf_value=0.00023667143898166413 -0.00043539599246412948 0.00041563441858912827 0.0004449300741184308 -0.00060233607021040691 -0.00030751529261307267 1.1243830663646629e-05
leaf_weight=0.0015263464925063166 0.0010136891722603058 0.0010495720233205828 0.0014715199895876459 0.0013279066821190188 0.0011960571532841683 0.0018455165399642573
leaf_count=715 91 223 529 837 270 456
internal_value=0 3.62725e-05 -1.77724e-05 -8.42626e-05 0.000107557 -0.000245506
internal_weight=0 0.00841692 0.00736735 0.005841 0.00266758 0.00317342
internal_count=3121 3030 2807 2092 799 1293
is_linear=0
shrinkage=0.00196078


Tree=7678
num_leaves=6
num_cat=0
split_feature=0 51 1 48 0
split_gain=1.28578e-05 2.19178e-05 2.77882e-05 3.4924e-05 7.28933e-05
threshold=-0.019414999999999998 -0.076794999999999988 0.077565000000000009 0.086260000000000017 -0.10607499999999999
decision_type=2 2 2 2 2
left_child=1 -1 -3 4 -4
right_child=-2 2 3 -5 -6
leaf_value=-0.015081470889645527 0.0070980347144899304 -0.012957900195942269 0.028427194832060462 -0.0063879648131660695 -0.0072885958181425174
leaf_weight=0.0010965037536275375 0.001929368651708457 0.0011889887281701242 0.0012781340339136538 0.0017108267892835356 0.0010334980929052394
leaf_count=435 365 1286 228 261 546
internal_value=0 -0.00223074 0.000473096 0.00444313 0.0124592
internal_weight=0 0.00630795 0.00521145 0.00402246 0.00231163
internal_count=3121 2756 2321 1035 774
is_linear=0
shrinkage=0.1


Tree=7679
num_leaves=8
num_cat=0
split_feature=50 15 16 2 160 52 4
split_gain=3.4432e-05 5.87486e-05 5.11797e-05 6.46709e-05 6.28597e-05 5.25751e-05 3.28287e-05
threshold=0.079410000000000008 -0.15914499999999995 -0.084119999999999986 0.092365000000000017 -0.027994999999999996 0.0031350000000000002 0.024790000000000003
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 -3 -4 6 -6
right_child=-2 2 4 -5 5 -7 -8
leaf_value=0.00047132130378241374 -0.00032644625404207452 1.390865569242858e-05 0.00051619971570632858 -0.00060251527563698099 -0.00047513833431145656 0.00026713720132560113 2.1749736221167039e-05
leaf_weight=0.0010567323634233265 0.0011226392190774341 0.0016102683428302303 0.0010823814186151936 0.0011022671087690366 0.0010193690530992206 0.0014009166469315412 0.0010254725489450111
leaf_count=306 609 412 450 251 632 332 129
internal_value=0 3.94399e-05 -2.35906e-05 -0.000236582 0.000104 -2.54808e-05 -0.000225953
internal_weight=0 0.00829741 0.00724068 0.00271254 0.00452814 0.00344576 0.00204484
internal_count=3121 2512 2206 663 1543 1093 761
is_linear=0
shrinkage=0.00196078


Tree=7680
num_leaves=7
num_cat=0
split_feature=52 15 15 48 4 52
split_gain=2.58924e-05 3.31127e-05 8.01368e-05 7.60973e-05 4.95612e-05 5.29868e-05
threshold=0.15116000000000002 -0.15914499999999995 -0.095869999999999983 0.091545000000000015 -0.35136499999999998 -0.0064899999999999992
decision_type=2 2 2 2 2 2
left_child=1 -1 -3 4 -4 -6
right_child=-2 2 3 -5 5 -7
leaf_value=0.00034344793713813389 -0.00029973380813598001 -0.00046172293098196738 -0.00039144912868027849 0.00056380016287362132 -0.00017736245889524759 0.00030037716656218017
leaf_weight=0.0011211474786726201 0.0010277932827613351 0.0012862462668449285 0.0010931419630615708 0.0010255958244591128 0.0016243030271639609 0.0019813539859321419
leaf_count=324 377 245 173 178 741 1083
internal_value=0 3.05654e-05 -1.94711e-05 7.9901e-05 -2.57186e-05 8.51615e-05
internal_weight=0 0.00813179 0.00701064 0.00572439 0.0046988 0.00360566
internal_count=3121 2744 2420 2175 1997 1824
is_linear=0
shrinkage=0.00196078


Tree=7681
num_leaves=8
num_cat=0
split_feature=11 13 39 151 0 4 3
split_gain=3.32754e-05 4.65328e-05 4.26042e-05 3.56708e-05 6.98686e-05 3.83119e-05 3.95079e-05
threshold=0.076920000000000002 -0.14819499999999997 0.0046100000000000004 -0.0083949999999999979 -0.053834999999999994 0.0061450000000000003 0.013900000000000001
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 -3 5 -5 -7
right_child=-2 2 -4 4 -6 6 -8
leaf_value=0.00038824153134484936 -0.00034733806432137466 -0.00040441740084227291 0.00034020105241916877 -0.00013384539804505097 -0.0004475893444470737 2.8319392178045296e-05 0.00053966479111561261
leaf_weight=0.0011884288965941393 0.0010136743909782029 0.0011437907506621041 0.001022841280914186 0.0015623038254541665 0.0011414661416118315 0.0012674984528858115 0.0010724339306686925
leaf_count=183 226 371 324 1388 249 307 73
internal_value=0 2.87464e-05 -3.05066e-05 -9.17875e-05 -2.08905e-05 0.000103926 0.000262678
internal_weight=0 0.00839876 0.00721033 0.00618749 0.0050437 0.00390224 0.00233993
internal_count=3121 2895 2712 2388 2017 1768 380
is_linear=0
shrinkage=0.00196078


Tree=7682
num_leaves=7
num_cat=0
split_feature=50 484 3 16 43 2
split_gain=2.54615e-05 3.57952e-05 2.34185e-05 3.28007e-05 7.10445e-05 5.16191e-05
threshold=0.079410000000000008 0.073690000000000019 0.11296500000000002 0.23311500000000004 -0.088704999999999992 0.089775000000000008
decision_type=2 2 2 2 2 2
left_child=1 2 3 4 -1 -6
right_child=-2 -3 -4 -5 5 -7
leaf_value=-0.00045960546964768313 -0.00029563560911226175 0.00037637183891424869 -0.00022948853054065809 0.00034336116406657259 -0.00017600461462243669 0.00032649986178119486
leaf_weight=0.0011248894903904748 0.0010465678814089953 0.0010012857362110611 0.001586806988183035 0.0011017731078096869 0.0013670685992484761 0.0018488833215653531
leaf_count=332 609 340 171 359 759 551
internal_value=0 2.95182e-05 -1.98883e-05 4.12211e-05 -3.54668e-05 0.00011289
internal_weight=0 0.00803071 0.00702942 0.00544261 0.00434084 0.00321595
internal_count=3121 2512 2172 2001 1642 1310
is_linear=0
shrinkage=0.00196078


Tree=7683
num_leaves=7
num_cat=0
split_feature=13 16 43 48 3 3
split_gain=1.22392e-05 2.18606e-05 3.80774e-05 2.86958e-05 2.78661e-05 2.75013e-05
threshold=-0.23438999999999996 0.23311500000000004 -0.09225499999999999 0.085845000000000019 -0.080634999999999984 0.0051600000000000005
decision_type=2 2 2 2 2 2
left_child=-1 2 -2 4 -4 -6
right_child=1 -3 3 -5 5 -7
leaf_value=0.010049247086959546 -0.019689588885856819 0.011108704855205983 0.018023167369543937 -0.01142451496986515 -0.011695104753125253 0.010502675152441196
leaf_weight=0.0010459718970642603 0.0012225610260713799 0.001152314648241815 0.0011251423577664423 0.0015059842852038125 0.0011878338608346073 0.001052818477471686
leaf_count=169 396 417 963 359 675 142
internal_value=0 -0.00152235 -0.00391062 4.907e-05 0.00518279 -0.001265
internal_weight=0 0.00724665 0.00609434 0.00487178 0.00336579 0.00224065
internal_count=3121 2952 2535 2139 1780 817
is_linear=0
shrinkage=0.1


Tree=7684
num_leaves=6
num_cat=0
split_feature=48 2 2 0 0
split_gain=1.11594e-05 4.45976e-05 3.328e-05 3.32787e-05 2.58267e-05
threshold=0.092475000000000016 0.11293500000000002 0.084245000000000014 -0.10151999999999999 -0.083914999999999976
decision_type=2 2 2 2 2
left_child=1 2 4 -4 -1
right_child=-2 -3 3 -5 -6
leaf_value=0.013014375326967989 0.0069898873131017869 0.016848614153375505 -0.026352310278667013 -0.0045630019061595715 -0.0075005566239940138
leaf_weight=0.0012596607063688797 0.0017674902644345273 0.0010552159571620015 0.0011169936332656081 0.0018818231952311784 0.0011965994877321091
leaf_count=382 365 388 264 1214 508
internal_value=0 -0.00196991 -0.00561011 -0.012679 0.00302026
internal_weight=0 0.00651029 0.00545508 0.00299882 0.00245626
internal_count=3121 2756 2368 1478 890
is_linear=0
shrinkage=0.1


Tree=7685
num_leaves=7
num_cat=0
split_feature=52 160 4 42 16 0
split_gain=1.02663e-05 3.75144e-05 3.06568e-05 1.78334e-05 2.63321e-05 3.5263e-05
threshold=-0.046924999999999988 -1.0000000180025095e-35 0.0052350000000000009 0.088060000000000013 -0.056919999999999991 -0.10224499999999999
decision_type=2 2 2 2 2 2
left_child=2 -2 -1 4 5 -3
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leaf_value=-0.0055733843467548443 -0.019359242689114757 -0.0087104403904765745 0.016434819233529137 0.011297331880462905 -0.01599106335998253 0.015815290087667713
leaf_weight=0.0012869399457020707 0.0010619929349643788 0.0011895471604256398 0.0012454742327451362 0.001322002457570737 0.0010018597216832417 0.0011558936430316456
leaf_count=726 743 199 227 449 120 657
internal_value=0 -0.00239488 0.00525054 0.00146352 -0.00242031 0.00337647
internal_weight=0 0.0057313 0.00253241 0.0046693 0.0033473 0.00234544
internal_count=3121 2168 953 1425 976 856
is_linear=0
shrinkage=0.1


Tree=7686
num_leaves=6
num_cat=0
split_feature=13 16 12 13 16
split_gain=1.21997e-05 1.76991e-05 3.844e-05 2.6565e-05 2.36075e-05
threshold=-0.23438999999999996 0.23311500000000004 0.092355000000000007 -0.010739999999999998 -0.074319999999999983
decision_type=2 2 2 2 2
left_child=-1 2 3 -2 -5
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leaf_value=0.010064156820389657 0.010413378848597962 0.0098650205480823525 -0.019769210273858154 -0.013795777623686509 0.0034429408194300011
leaf_weight=0.0010425041081229122 0.0016874782180731234 0.0011497127657417033 0.0011912384875165339 0.0015769144974524486 0.001600866391064285
leaf_count=169 1187 417 668 408 272
internal_value=0 -0.00150962 -0.00366888 0.000273218 -0.00511145
internal_weight=0 0.00720621 0.0060565 0.00486526 0.00317778
internal_count=3121 2952 2535 1867 680
is_linear=0
shrinkage=0.1


Tree=7687
num_leaves=8
num_cat=0
split_feature=50 160 51 49 42 2 4
split_gain=3.62966e-05 4.20552e-05 3.44761e-05 4.41177e-05 3.47919e-05 5.70697e-05 2.3806e-05
threshold=0.079410000000000008 -0.081639999999999976 -0.076794999999999988 -0.081404999999999991 0.084050000000000014 0.10613000000000002 0.0061450000000000003
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -3 -4 5 6 -5
right_child=-2 2 3 4 -6 -7 -8
leaf_value=0.0003730997823721277 -0.00035128114157836595 -0.00035994132414506985 0.00039734880941224253 3.7567121380217978e-05 -0.00029883632383795517 -0.00026294065941007513 0.00043884373748756761
leaf_weight=0.0011895757036244825 0.0010737449189231378 0.0010143003973911886 0.0010446167459655766 0.0010877167349552794 0.0014748421987773501 0.0013379086154701957 0.001190545313220258
leaf_count=441 609 350 160 521 643 224 173
internal_value=0 3.17306e-05 -2.5065e-05 3.02945e-05 -4.50208e-05 5.8497e-05 0.000247261
internal_weight=0 0.00833951 0.00714993 0.00613563 0.00509101 0.00361617 0.00227826
internal_count=3121 2512 2071 1721 1561 918 694
is_linear=0
shrinkage=0.00196078


Tree=7688
num_leaves=8
num_cat=0
split_feature=50 160 49 2 3 13 3
split_gain=3.79428e-05 4.5129e-05 4.01964e-05 4.41864e-05 0.000105513 4.29495e-05 1.58396e-05
threshold=0.079410000000000008 -0.027994999999999996 -0.081404999999999991 0.113445 0.092670000000000016 -0.014169999999999999 -0.086224999999999982
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 -4 -7
right_child=-2 2 3 -5 -6 6 -8
leaf_value=0.00033580929058994914 -0.00036126443469721044 0.0003071799899534786 -0.00052098524824293062 -0.00047013716194590913 0.00044503744404532407 -0.00021585804002346602 0.00013103158423394712
leaf_weight=0.0015477790517602888 0.0010517584732397467 0.0010936704433446359 0.0011307046286034373 0.0010318645191111243 0.0013217472063613497 0.0010209590187985988 0.0010035265455233015
leaf_count=625 609 172 703 294 102 377 239
internal_value=0 3.44594e-05 -3.61843e-05 -0.000104353 -2.00454e-05 -0.000214874 -4.39067e-05
internal_weight=0 0.00815025 0.00660247 0.0055088 0.00447694 0.00315519 0.00202449
internal_count=3121 2512 1887 1715 1421 1319 616
is_linear=0
shrinkage=0.00196078


Tree=7689
num_leaves=7
num_cat=0
split_feature=4 42 47 133 160 0
split_gain=1.16252e-05 2.61781e-05 2.02254e-05 4.65468e-05 3.8762e-05 4.67732e-05
threshold=0.27287000000000006 0.092145000000000019 0.09550500000000002 0.089755000000000015 -0.00363 -0.083914999999999976
decision_type=2 2 2 2 2 2
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right_child=-2 -3 -4 -5 5 -7
leaf_value=0.01005907973778967 0.0085841098142845334 -0.016613839109181575 0.013653796713203593 0.016933799537767337 -0.0031778622595970531 -0.029676255553680111
leaf_weight=0.001006620241999023 0.0013089594454738481 0.0010053674982926034 0.0010195751752066825 0.0010442218534489527 0.0018485015974809174 0.0010414126139863017
leaf_count=540 352 544 206 309 557 613
internal_value=0 -0.00168729 0.00083047 -0.00181575 -0.0068404 -0.0127269
internal_weight=0 0.0069657 0.00596033 0.00494076 0.00389653 0.00288991
internal_count=3121 2769 2225 2019 1710 1170
is_linear=0
shrinkage=0.1


Tree=7690
num_leaves=8
num_cat=0
split_feature=50 15 16 2 48 0 4
split_gain=2.82769e-05 3.00852e-05 4.82134e-05 4.04395e-05 4.83178e-05 4.4231e-05 2.28744e-05
threshold=0.079410000000000008 -0.15026499999999995 -0.36241499999999999 0.10644500000000001 0.082620000000000013 -0.030209999999999997 0.053180000000000012
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 6 -4
right_child=-2 2 3 -5 -6 -7 -8
leaf_value=0.00035169575965140354 -0.00031394087378769424 -0.00038263970330230132 -0.00015950614535884057 0.00038191680845392717 0.00034031303523644806 -0.00045265384489873926 0.00024141287320963243
leaf_weight=0.0010050329897747122 0.0010077314174513985 0.0011240355969292419 0.0012063345429226215 0.0011970502904277477 0.0010607165421473255 0.001144522641612722 0.0010012661167981085
leaf_count=318 609 216 1103 351 265 125 134
internal_value=0 3.52428e-05 -1.19875e-05 6.22788e-05 -2.44278e-05 -0.000139843 2.23323e-05
internal_weight=0 0.00773896 0.00673393 0.00560989 0.00441284 0.00335212 0.0022076
internal_count=3121 2512 2194 1978 1627 1362 1237
is_linear=0
shrinkage=0.00196078


Tree=7691
num_leaves=6
num_cat=0
split_feature=0 1 2 1 4
split_gain=1.05161e-05 3.31813e-05 3.37015e-05 5.17927e-05 1.87546e-05
threshold=-0.060129999999999996 0.077565000000000009 0.089775000000000008 0.11181500000000001 -0.35136499999999998
decision_type=2 2 2 2 2
left_child=1 -1 -3 -4 -2
right_child=4 2 3 -5 -6
leaf_value=-0.017752712062480965 -0.0035901356094927075 -0.0091215136221551515 0.022802024543383894 -0.0054778870465342338 0.012995086635924948
leaf_weight=0.0011419483139330968 0.0013138825133621101 0.0018018446742025023 0.0012974930835570071 0.0012929481517374615 0.0014172844122662496
leaf_count=1457 227 674 202 215 346
internal_value=0 -0.00256682 0.00138135 0.00868688 0.00501643
internal_weight=0 0.00553423 0.00439229 0.00259044 0.00273117
internal_count=3121 2548 1091 417 573
is_linear=0
shrinkage=0.1


Tree=7692
num_leaves=7
num_cat=0
split_feature=13 47 16 52 16 16
split_gain=1.02469e-05 1.97892e-05 3.90285e-05 2.51928e-05 3.67804e-05 3.74567e-05
threshold=-0.23438999999999996 0.10904500000000002 -0.4714549999999999 -0.088204999999999992 -0.008904999999999998 -0.083134999999999987
decision_type=2 2 2 2 2 2
left_child=-1 2 -2 -4 5 -5
right_child=1 -3 3 4 -6 -7
leaf_value=0.0092099526809386843 0.01884220496254508 -0.013544769512596956 -0.016889710306938758 0.0034144576512101484 0.014116792983628904 -0.020775647312394951
leaf_weight=0.0010429728321216074 0.0010074345983100306 0.0011303396616651829 0.0010043840030289379 0.0016457180089660714 0.0013729313984301226 0.0010475650897983236
leaf_count=169 212 163 595 727 442 813
internal_value=0 -0.00139489 0.000864641 -0.00270717 0.000796018 -0.0059944
internal_weight=0 0.00720837 0.00607803 0.0050706 0.00406621 0.00269328
internal_count=3121 2952 2789 2577 1982 1540
is_linear=0
shrinkage=0.1


Tree=7693
num_leaves=7
num_cat=0
split_feature=457 15 43 52 2 3
split_gain=1.00805e-05 2.37728e-05 3.03728e-05 3.22189e-05 3.41268e-05 2.65553e-05
threshold=0.045365000000000009 0.088655000000000025 -0.04890499999999999 0.077655000000000016 0.10527500000000002 -0.080484999999999987
decision_type=2 2 2 2 2 2
left_child=1 2 5 4 -4 -1
right_child=-2 -3 3 -5 -6 -7
leaf_value=0.00031698015860424705 0.0089937710568507214 -0.015517637237780225 -0.021621182969727922 0.0085573992262384848 0.001220689362007832 0.022263953226361544
leaf_weight=0.0012143512743315633 0.0010721667913445301 0.0010228766526871715 0.0013711471516736932 0.0012943436112901659 0.0012507104298793287 0.0010097415514351707
leaf_count=660 289 662 417 410 269 414
internal_value=0 -0.00140297 0.000948307 -0.00435189 -0.0107249 0.0102809
internal_weight=0 0.00716317 0.00614029 0.0039162 0.00262186 0.00222409
internal_count=3121 2832 2170 1096 686 1074
is_linear=0
shrinkage=0.1


Tree=7694
num_leaves=6
num_cat=0
split_feature=52 12 1 48 0
split_gain=1.13549e-05 3.17317e-05 4.11484e-05 5.3475e-05 2.60923e-05
threshold=0.11434500000000002 0.095110000000000014 0.11181500000000001 0.083685000000000009 -0.10011499999999998
decision_type=2 2 2 2 2
left_child=1 2 3 4 -1
right_child=-2 -3 -4 -5 -6
leaf_value=0.0064027239815324516 -0.0087456996323271585 0.013847988428035278 -0.017581538897221846 0.019887828949786791 -0.013240799058360647
leaf_weight=0.0011709554386499274 0.0012684516724066359 0.0016102209009226176 0.0013077430768014646 0.0012626634183175792 0.0016003752838383673
leaf_count=217 501 558 294 332 1219
internal_value=0 0.00154271 -0.00216661 0.00283062 -0.00494093
internal_weight=0 0.00695196 0.00534174 0.00403399 0.00277133
internal_count=3121 2620 2062 1768 1436
is_linear=0
shrinkage=0.1


Tree=7695
num_leaves=7
num_cat=0
split_feature=131 16 12 0 16 48
split_gain=3.19098e-05 3.16833e-05 6.37372e-05 6.25001e-05 4.59678e-05 4.52349e-05
threshold=0.084390000000000007 0.0065250000000000004 0.090020000000000017 -0.10224499999999999 0.26799500000000004 0.083985000000000018
decision_type=2 2 2 2 2 2
left_child=1 2 3 5 -3 -1
right_child=-2 4 -4 -5 -6 -7
leaf_value=-0.00042318220065351944 -0.0003297593894901837 0.00044135107747933473 -0.00044791128728266256 0.00038265617570499129 -6.1523078000201689e-05 9.9328143238991518e-05
leaf_weight=0.0010848712905302525 0.0010028156414108253 0.0015148088704986184 0.0011897208149540687 0.0015247288017076091 0.0012974601483015697 0.001543032817381996
leaf_count=230 492 362 637 951 285 164
internal_value=0 4.08927e-05 -4.77831e-05 6.68528e-05 0.000209347 -0.000116379
internal_weight=0 0.00815462 0.00534235 0.00415263 0.00281227 0.0026279
internal_count=3121 2629 1982 1345 647 394
is_linear=0
shrinkage=0.00196078


Tree=7696
num_leaves=7
num_cat=0
split_feature=131 13 15 52 2 15
split_gain=2.8977e-05 3.39685e-05 4.17704e-05 5.13355e-05 4.81891e-05 6.89628e-05
threshold=0.081165000000000001 -0.23438999999999996 -0.11713499999999999 -0.088204999999999992 0.09678500000000001 -0.031204999999999997
decision_type=2 2 2 2 2 2
left_child=1 -1 -3 -4 5 -5
right_child=-2 2 3 4 -6 -7
leaf_value=0.00036832298867479332 -0.00031530302301292329 -0.00032503116971310954 -0.0003009814818541496 0.00067912110816511421 -0.00012952776087706933 6.1791630498287252e-05
leaf_weight=0.0010412477073917046 0.0010040850431985047 0.0013212717417138255 0.00117455533658319 0.0011537179714755123 0.0014625241974396738 0.0017526115005534375
leaf_count=138 504 357 508 275 380 959
internal_value=0 3.83149e-05 -1.17413e-05 6.29313e-05 0.000160768 0.000306851
internal_weight=0 0.00790593 0.00686468 0.00554341 0.00436885 0.00290633
internal_count=3121 2617 2479 2122 1614 1234
is_linear=0
shrinkage=0.00196078


Tree=7697
num_leaves=8
num_cat=0
split_feature=50 15 16 2 48 13 4
split_gain=3.45662e-05 5.66478e-05 4.95186e-05 6.04374e-05 5.43098e-05 4.89514e-05 3.68729e-05
threshold=0.079410000000000008 -0.15914499999999995 -0.094359999999999986 0.092755000000000018 0.087555000000000008 -0.033284999999999988 -0.04890499999999999
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 -3 5 -4 -7
right_child=-2 2 4 -5 -6 6 -8
leaf_value=0.00047451846044431424 -0.00034135739514533424 1.9338466977765179e-05 -0.0003140378326417833 -0.00062239759313830422 0.0004911024317924013 -0.00012615978183978173 0.00037017845674847881
leaf_weight=0.0010007954256914999 0.0010430351323615925 0.0012940494229826053 0.0013696103035761198 0.0010004266695922731 0.0010206753766504447 0.0010239505134993047 0.0013138073460049874
leaf_count=306 609 197 797 211 267 513 221
internal_value=0 3.80848e-05 -2.41124e-05 -0.000260468 9.0589e-05 -1.96764e-05 0.00015278
internal_weight=0 0.00802332 0.00702252 0.00229448 0.00472804 0.00370737 0.00233776
internal_count=3121 2512 2206 408 1798 1531 734
is_linear=0
shrinkage=0.00196078


Tree=7698
num_leaves=8
num_cat=0
split_feature=52 43 52 4 51 2 0
split_gain=4.03012e-05 3.80625e-05 3.51173e-05 3.95803e-05 3.91649e-05 5.39502e-05 5.17571e-05
threshold=0.15915500000000002 0.08845500000000002 0.070205000000000017 -0.04890499999999999 -0.057604999999999996 0.11215000000000001 -0.13027499999999997
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 -1 -5 6 -6
right_child=-2 -3 -4 4 5 -7 -8
leaf_value=-0.00029609474321329587 -0.00038133199693432589 -0.00026689849636111172 0.0003572785758498874 0.00041462563665540917 0.00046794551786141547 -0.00037268222992141518 -0.00012843296183271901
leaf_weight=0.0011976380260349303 0.0010036332900762142 0.0013572151172585104 0.0015061536519331937 0.0011634401314420673 0.0011104716800393846 0.0010418349176184354 0.0011275834681090751
leaf_count=614 368 284 603 385 140 189 538
internal_value=0 3.41242e-05 9.12874e-05 2.0267e-05 0.000105538 -4.10136e-06 0.000167476
internal_weight=0 0.00850434 0.00714712 0.00564097 0.00444333 0.00327989 0.00223806
internal_count=3121 2753 2469 1866 1252 867 678
is_linear=0
shrinkage=0.00196078


Tree=7699
num_leaves=8
num_cat=0
split_feature=131 13 15 52 15 2 3
split_gain=3.32883e-05 3.41314e-05 4.74752e-05 4.75832e-05 4.94199e-05 9.15916e-05 2.08399e-05
threshold=0.084390000000000007 -0.23438999999999996 -0.11713499999999999 -0.088204999999999992 0.088655000000000025 0.09678500000000001 -0.023499999999999997
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -3 -4 5 6 -5
right_child=-2 2 3 4 -6 -7 -8
leaf_value=0.0003603014423887329 -0.00034201112629734094 -0.00034067220842864525 -0.00028101324113466772 0.00069679285028766418 -0.00023258865793050713 -0.00016402430514302654 0.0003245344969917079
leaf_weight=0.0010614716228670154 0.0010285935395985208 0.0013988051024297048 0.0012314050617913911 0.0010386292502133306 0.0010016963135006563 0.0012718456776427572 0.0013042179142973924
leaf_count=138 492 358 513 714 513 267 126
internal_value=0 3.19269e-05 -1.61729e-05 6.1448e-05 0.000152798 0.000259596 0.000489564
internal_weight=0 0.00830807 0.0072466 0.00584779 0.00461639 0.00361469 0.00234285
internal_count=3121 2629 2491 2133 1620 1107 840
is_linear=0
shrinkage=0.00196078


Tree=7700
num_leaves=8
num_cat=0
split_feature=484 160 49 52 4 13 12
split_gain=4.63555e-05 3.11323e-05 3.84493e-05 4.02835e-05 6.91739e-05 4.24664e-05 3.29673e-05
threshold=0.084040000000000017 -1.0000000180025095e-35 -0.081404999999999991 0.077655000000000016 0.0052350000000000009 -0.013304999999999999 0.089795000000000014
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -3 4 -4 -6 -5
right_child=-2 2 3 6 5 -7 -8
leaf_value=-0.00035553991953756126 0.00039054039520110831 0.00033711438082195585 -0.00061101302484285183 0.00040820958814874242 -0.00033236734224842938 0.00014762455979507714 -9.1881361909916406e-05
leaf_weight=0.0011505144898331298 0.0010007391598417332 0.0010576643938661895 0.0010591823603779481 0.0010147382528415002 0.0011222422805015468 0.001922915598529913 0.0010125046608003914
leaf_count=632 368 173 792 393 291 217 255
internal_value=0 -5.60694e-05 -8.14437e-06 -6.76996e-05 -0.000179396 -2.92685e-05 0.00015844
internal_weight=0 0.00833976 0.00718925 0.00613158 0.00410434 0.00304516 0.00202724
internal_count=3121 2753 2121 1948 1300 508 648
is_linear=0
shrinkage=0.00196078


Tree=7701
num_leaves=6
num_cat=0
split_feature=484 0 49 15 15
split_gain=1.11939e-05 1.93004e-05 4.12944e-05 2.84713e-05 4.676e-05
threshold=0.044540000000000003 -0.11756999999999999 -0.026779999999999995 0.088235000000000022 -0.031204999999999997
decision_type=2 2 2 2 2
left_child=1 2 -1 4 -3
right_child=-2 3 -4 -5 -6
leaf_value=0.00645478374830944 0.0098433962638019151 0.010359228581927242 -0.019516655713209836 0.015689733718314013 -0.012517260191856125
leaf_weight=0.001060919148465002 0.0010027204504028898 0.001635633151211029 0.0014474897010963161 0.0011920993279351489 0.0019692533115612349
leaf_count=152 435 901 264 594 775
internal_value=0 -0.00142418 -0.00853216 0.00229268 -0.00213759
internal_weight=0 0.00730539 0.00250841 0.00479699 0.00360489
internal_count=3121 2686 416 2270 1676
is_linear=0
shrinkage=0.1


Tree=7702
num_leaves=7
num_cat=0
split_feature=13 3 1 151 16 4
split_gain=1.03587e-05 1.79218e-05 3.15722e-05 2.46104e-05 4.06341e-05 1.57635e-05
threshold=-0.23438999999999996 0.10893000000000001 0.11588000000000001 -0.016164999999999995 -0.092484999999999984 -0.084369999999999987
decision_type=2 2 2 2 2 2
left_child=-1 2 3 -2 -5 -6
right_child=1 -3 -4 4 5 -7
leaf_value=0.0092299212172180563 0.011243700196061584 -0.012912047250173867 0.016123486514893089 -0.01971942324513835 -0.0083906366513417912 0.0076546427089004753
leaf_weight=0.0010488660048418967 0.0010201694853451768 0.001140102541951636 0.0010955995326524803 0.0014223520574405449 0.0010084714211398612 0.0015585888608273877
leaf_count=169 417 111 257 457 499 1211
internal_value=0 -0.00140297 0.000746272 -0.00261674 -0.00616112 0.00135124
internal_weight=0 0.00724528 0.00610518 0.00500958 0.00398941 0.00256706
internal_count=3121 2952 2841 2584 2167 1710
is_linear=0
shrinkage=0.1


Tree=7703
num_leaves=7
num_cat=0
split_feature=47 16 4 3 12 16
split_gain=3.60354e-05 4.63431e-05 5.50578e-05 4.94941e-05 2.82001e-05 2.57577e-05
threshold=0.11926500000000002 -0.48836499999999994 0.055260000000000011 0.10299500000000002 0.084225000000000008 -0.056919999999999991
decision_type=2 2 2 2 2 2
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leaf_value=0.00037214546463413775 -0.00036056745610748989 0.0003296078932141907 -0.00036080718366013494 0.00040721944003475083 -0.00021371900141307372 -8.4152562998515311e-05
leaf_weight=0.0013000950915919426 0.0010073664046883731 0.0010714739876573388 0.0015228442949065434 0.0012290933648530667 0.0019427091768690332 0.0012571436751955629
leaf_count=249 112 150 399 122 1704 385
internal_value=0 3.20859e-05 -3.08634e-05 6.04847e-05 -3.92898e-05 0.000106232
internal_weight=0 0.00832336 0.00702326 0.00550042 0.00427133 0.00232862
internal_count=3121 3009 2760 2361 2239 535
is_linear=0
shrinkage=0.00196078


Tree=7704
num_leaves=8
num_cat=0
split_feature=50 15 16 0 52 3 48
split_gain=3.52225e-05 5.12977e-05 4.51297e-05 4.65538e-05 4.64474e-05 4.87684e-05 8.78933e-06
threshold=0.079410000000000008 -0.15914499999999995 -0.36241499999999999 -0.10607499999999999 0.08976000000000002 -0.047929999999999993 0.083985000000000018
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -3 6 5 -5 -4
right_child=-2 2 3 4 -6 -7 -8
leaf_value=0.00045043490726005662 -0.00033269916665182618 -0.00036587134868883462 0.00042579958885138647 -0.00051838696789355688 0.00017815581330522795 5.1936638997577594e-05 0.00016627647884027199
leaf_weight=0.001034922026790887 0.0010908014081509225 0.0011866704267552187 0.0010051436229732277 0.0012250291282217207 0.0016822076282453618 0.001088761975288772 0.001001751668614298
leaf_count=306 609 221 125 1110 409 224 117
internal_value=0 4.2283e-05 -1.64695e-05 5.26013e-05 -6.97691e-05 -0.000250019 0.000296257
internal_weight=0 0.00822449 0.00718956 0.00600289 0.003996 0.00231379 0.0020069
internal_count=3121 2512 2206 1985 1743 1334 242
is_linear=0
shrinkage=0.00196078


Tree=7705
num_leaves=8
num_cat=0
split_feature=50 160 49 2 3 52 16
split_gain=2.63785e-05 3.82335e-05 3.02183e-05 4.59053e-05 7.51752e-05 4.02012e-05 3.27448e-06
threshold=0.079410000000000008 -0.027994999999999996 -0.081404999999999991 0.113445 0.092670000000000016 0.077655000000000016 -0.080344999999999986
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 6 -4
right_child=-2 2 3 -5 -6 -7 -8
leaf_value=0.00030883941600273686 -0.00029681398806104899 0.00026996921501552172 -0.00025728813014083327 -0.00046393367498883325 0.00038989298787074368 0.00012591960451706591 -0.00041583401239391696
leaf_weight=0.0015592521105647125 0.0010540354972738098 0.0010610888625105759 0.001001161534496915 0.0010327609350694756 0.0013077500798789696 0.0011300496207816649 0.0010021697679284923
leaf_count=625 609 172 243 294 102 543 533
internal_value=0 3.29546e-05 -3.28718e-05 -9.15761e-05 -4.9864e-06 -0.000169794 -0.000336601
internal_weight=0 0.00809423 0.00653498 0.00547389 0.00444113 0.00313338 0.00200333
internal_count=3121 2512 1887 1715 1421 1319 776
is_linear=0
shrinkage=0.00196078


Tree=7706
num_leaves=6
num_cat=0
split_feature=0 51 1 48 0
split_gain=1.0814e-05 2.77341e-05 2.49618e-05 3.28325e-05 6.22412e-05
threshold=-0.019414999999999998 -0.076794999999999988 0.077565000000000009 0.086260000000000017 -0.10607499999999999
decision_type=2 2 2 2 2
left_child=1 -1 -3 4 -4
right_child=-2 2 3 -5 -6
leaf_value=-0.016311773747103454 0.0064456281882757094 -0.011689702985762761 0.027184054660888982 -0.0057277841031127767 -0.0056645569287135742
leaf_weight=0.001124558052276326 0.0019529116578703666 0.0011982731125616958 0.0012878645468154546 0.0017238676190388619 0.0010447674846033885
leaf_count=435 365 1286 228 261 546
internal_value=0 -0.00205879 0.000991449 0.00473741 0.0124714
internal_weight=0 0.00637933 0.00525477 0.0040565 0.00233263
internal_count=3121 2756 2321 1035 774
is_linear=0
shrinkage=0.1


Tree=7707
num_leaves=6
num_cat=0
split_feature=484 48 15 13 3
split_gain=9.86316e-06 2.17016e-05 2.58165e-05 4.322e-05 3.99672e-05
threshold=0.044540000000000003 0.092475000000000016 -0.016799999999999995 -0.014169999999999999 0.0022600000000000003
decision_type=2 2 2 2 2
left_child=1 2 4 -4 -1
right_child=-2 -3 3 -5 -6
leaf_value=-0.00074649835769402258 0.009250728402016439 0.0087546732080781408 -0.011000545421127925 0.011957035772520958 -0.026961543574830632
leaf_weight=0.0013244714879693793 0.001001227925859112 0.0016515350990051964 0.0015138564102237047 0.0017892403535474906 0.0010368444557384622
leaf_count=752 435 336 774 640 184
internal_value=0 -0.00133192 -0.0042728 0.00143525 -0.0122574
internal_weight=0 0.00731595 0.00566441 0.0033031 0.00236132
internal_count=3121 2686 2350 1414 936
is_linear=0
shrinkage=0.1


Tree=7708
num_leaves=6
num_cat=0
split_feature=42 157 42 0 1
split_gain=1.02907e-05 2.79005e-05 4.07078e-05 4.75843e-05 4.10569e-05
threshold=0.092145000000000019 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.060129999999999996 0.094385000000000011
decision_type=2 2 2 2 2
left_child=1 -1 -3 4 -4
right_child=-2 2 3 -5 -6
leaf_value=-0.013969674132457786 -0.0082725449783309212 -0.011239509077642557 -0.0086955110348203492 0.025307898716377078 0.013201662295929353
leaf_weight=0.001004813549028258 0.0012871511093250259 0.001352662842193395 0.0016895376815939426 0.0012334848017742052 0.0017361721485039878
leaf_count=514 649 795 654 203 306
internal_value=0 0.00145449 0.00403247 0.00846624 0.00240212
internal_weight=0 0.00701667 0.00601186 0.00465919 0.00342571
internal_count=3121 2472 1958 1163 960
is_linear=0
shrinkage=0.1


Tree=7709
num_leaves=8
num_cat=0
split_feature=50 15 4 160 12 52 16
split_gain=2.3572e-05 3.52641e-05 5.20641e-05 3.21529e-05 4.50055e-05 6.43088e-05 7.76352e-05
threshold=0.079410000000000008 -0.15026499999999995 0.23246000000000003 -0.027994999999999996 0.092355000000000007 0.024145000000000003 -0.056919999999999991
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 -3 5 6 -5
right_child=-2 2 -4 4 -6 -7 -8
leaf_value=0.00037287686999476797 -0.0002817272545536039 0.00034486012364524828 -0.00043034159785836713 0.00023678377408046218 -0.00035841767552755255 0.00046772089697101301 -0.00046652376611372329
leaf_weight=0.0010162305584036253 0.0010429138657247891 0.0011584951697747228 0.0010071372065572903 0.0012851440632764845 0.0011430418375282074 0.0011615497516884775 0.0011375711280720946
leaf_count=318 609 502 169 173 510 406 434
internal_value=0 3.18904e-05 -1.83815e-05 5.21103e-05 -1.96323e-05 8.84082e-05 -9.345e-05
internal_weight=0 0.00790917 0.00689294 0.0058858 0.00472731 0.00358426 0.00242272
internal_count=3121 2512 2194 2025 1523 1013 607
is_linear=0
shrinkage=0.00196078


Tree=7710
num_leaves=8
num_cat=0
split_feature=50 15 16 160 2 4 52
split_gain=2.84052e-05 3.94008e-05 5.68915e-05 6.77482e-05 5.9574e-05 4.88553e-05 8.47994e-05
threshold=0.079410000000000008 -0.15914499999999995 -0.094359999999999986 -0.027994999999999996 0.092755000000000018 0.0052350000000000009 0.08976000000000002
decision_type=2 2 2 2 2 2 2
left_child=1 -1 4 -4 -3 6 -5
right_child=-2 2 3 5 -6 -7 -8
leaf_value=0.00039922279349530621 -0.00030059715713673374 1.4569713684124821e-05 0.00054098624984262101 -0.00060575744123206538 -0.00061696928063464788 0.00026591840503793806 0.00015584560734691321
leaf_weight=0.0010276258563372137 0.0010622407078841765 0.0013080367514188259 0.0010876867568787038 0.0010434563122304731 0.0010237114936277238 0.0014463262618181383 0.0012183738387209872
leaf_count=306 609 197 451 920 211 176 251
internal_value=0 4.02854e-05 -1.14647e-05 0.000110684 -0.000262696 -1.55329e-05 -0.000195507
internal_weight=0 0.00815522 0.00712759 0.00479584 0.00233175 0.00370816 0.00226183
internal_count=3121 2512 2206 1798 408 1347 1171
is_linear=0
shrinkage=0.00196078


Tree=7711
num_leaves=5
num_cat=0
split_feature=52 15 3 1
split_gain=9.93072e-06 2.77302e-05 6.03172e-05 4.87537e-05
threshold=0.11434500000000002 -0.016799999999999995 -0.063074999999999978 0.11181500000000001
decision_type=2 2 2 2
left_child=1 3 -3 -1
right_child=-2 2 -4 -5
leaf_value=0.0055527320321661841 -0.0081302242738997884 -0.0036345257125007129 0.022986841908795821 -0.018050708114827913
leaf_weight=0.0019989740602561657 0.0012856141826979028 0.0019847015830979685 0.0014900968272155962 0.0015564869917982977
leaf_count=882 501 1182 223 333
internal_value=0 0.00142857 0.00778151 -0.00478023
internal_weight=0 0.00703026 0.0034748 0.00355546
internal_count=3121 2620 1405 1215
is_linear=0
shrinkage=0.1


Tree=7712
num_leaves=8
num_cat=0
split_feature=50 484 133 42 16 49 1
split_gain=2.40891e-05 3.26013e-05 2.50931e-05 4.13771e-05 3.82985e-05 7.01936e-05 4.23792e-05
threshold=0.079410000000000008 0.073690000000000019 0.091410000000000005 0.088060000000000013 -0.27167499999999994 -0.0020949999999999996 0.092390000000000014
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 4 -1 -6 -7
right_child=-2 -3 -4 -5 5 6 -8
leaf_value=-0.00033918777861402245 -0.00027947047053962271 0.00035554025322319513 -0.00028921177753271003 0.00032179094138537847 -0.00032655754940712049 -1.3852063366439012e-05 0.0005376872455605655
leaf_weight=0.001319617022018505 0.0010789814659333671 0.0010460548726812123 0.0010883633523651789 0.0014610206678615477 0.0011891956308083987 0.0010501733968889828 0.001093184997221473
leaf_count=214 609 340 421 462 234 642 199
internal_value=0 3.20816e-05 -1.49021e-05 3.39346e-05 -5.6467e-05 5.54841e-05 0.000267452
internal_weight=0 0.00824761 0.00720156 0.00611319 0.00465217 0.00333255 0.00214336
internal_count=3121 2512 2172 1751 1289 1075 841
is_linear=0
shrinkage=0.00196078


Tree=7713
num_leaves=7
num_cat=0
split_feature=1 42 151 43 2 16
split_gain=1.02401e-05 3.01641e-05 2.38758e-05 3.75819e-05 6.3866e-05 8.24815e-05
threshold=0.12337000000000002 0.092145000000000019 -0.044604999999999992 -0.084004999999999982 0.089885000000000007 -0.08947999999999999
decision_type=2 2 2 2 2 2
left_child=1 2 -1 -4 -5 -6
right_child=-2 -3 3 4 5 -7
leaf_value=-0.012743101654246356 0.0083689158150040757 -0.017461913759499442 0.019930675380583206 -0.018700434950332866 0.029380796378867674 -0.0067521510744733212
leaf_weight=0.0010265535390942904 0.0012319767532323932 0.0010154098796036522 0.0011434310421828782 0.0013081119909733566 0.0010879553004067952 0.0015066292552856214
leaf_count=417 294 559 440 850 159 402
internal_value=0 -0.00150864 0.0011589 0.00398704 -0.000684209 0.00839903
internal_weight=0 0.00708809 0.00607268 0.00504613 0.0039027 0.00259458
internal_count=3121 2827 2268 1851 1411 561
is_linear=0
shrinkage=0.1


Tree=7714
num_leaves=6
num_cat=0
split_feature=4 4 12 1 42
split_gain=1.00455e-05 1.99637e-05 2.84028e-05 5.20832e-05 4.89237e-05
threshold=0.27287000000000006 0.098655000000000007 0.084225000000000008 0.094385000000000011 0.084635000000000016
decision_type=2 2 2 2 2
left_child=1 2 3 -1 -4
right_child=-2 -3 4 -5 -6
leaf_value=-0.0024818867721415421 0.0079982533666137657 -0.012221040769417723 -0.019739276745629593 0.024253282874346312 0.008530934255022082
leaf_weight=0.001956497317662364 0.0013092501975300345 0.0014008116949571917 0.0013460581928843797 0.0011611131376061574 0.0011227576598416178
leaf_count=441 352 195 865 275 993
internal_value=0 -0.00154659 0.00113005 0.00747528 -0.00688267
internal_weight=0 0.00698724 0.00558643 0.00311761 0.00246882
internal_count=3121 2769 2574 716 1858
is_linear=0
shrinkage=0.1


Tree=7715
num_leaves=7
num_cat=0
split_feature=131 150 15 16 4 47
split_gain=4.97881e-05 3.69438e-05 6.76481e-05 4.0389e-05 9.4792e-05 3.4155e-05
threshold=0.084390000000000007 0.081835000000000019 -0.037864999999999989 -0.008904999999999998 -0.46376499999999993 0.096175000000000024
decision_type=2 2 2 2 2 2
left_child=1 2 5 -4 -5 -1
right_child=-2 -3 3 4 -6 -7
leaf_value=-8.1894033065169349e-05 -0.00041936395253648758 0.00030694044416537349 -0.00010093701216754319 -0.00016328596833236912 0.00060380460011001278 -0.00053635112413141295
leaf_weight=0.0014696965792547697 0.001047730017679052 0.001554101367232834 0.001827097031940051 0.0010687062587215741 0.0014730197060398944 0.0011205957911566455
leaf_count=692 492 361 905 159 325 187
internal_value=0 3.36082e-05 -2.7432e-05 0.000121426 0.00028127 -0.000278498
internal_weight=0 0.00851322 0.00695912 0.00436882 0.00254173 0.00259029
internal_count=3121 2629 2268 1389 484 879
is_linear=0
shrinkage=0.00196078


Tree=7716
num_leaves=8
num_cat=0
split_feature=50 15 16 160 2 43 1
split_gain=2.58918e-05 3.90693e-05 5.43325e-05 4.20198e-05 3.91193e-05 4.79638e-05 2.56411e-05
threshold=0.079410000000000008 -0.15026499999999995 -0.36241499999999999 -0.027994999999999996 0.10644500000000001 -0.074359999999999996 0.086560000000000012
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -3 -4 5 -5 -7
right_child=-2 2 3 4 -6 6 -8
leaf_value=0.00039316980356083882 -0.00029012713473548378 -0.00040224993070084428 0.00039878964937205833 0.00014680435444042278 0.00030911552751377132 -9.2456197189469218e-05 -0.00052827286946465553
leaf_weight=0.0010262805995396983 0.0010599708099869156 0.0011688288681166847 0.0011387916635584062 0.0015073531091030295 0.0010615352467505876 0.0010270136142323198 0.0010493253834984177
leaf_count=318 609 216 483 433 292 588 182
internal_value=0 3.60464e-05 -1.66671e-05 6.12511e-05 -2.14975e-05 -0.000119429 -0.000312706
internal_weight=0 0.00797913 0.00695285 0.00578402 0.00464523 0.00358369 0.00207634
internal_count=3121 2512 2194 1978 1495 1203 770
is_linear=0
shrinkage=0.00196078


Tree=7717
num_leaves=8
num_cat=0
split_feature=11 2 0 48 43 12 16
split_gain=4.12922e-05 3.60492e-05 4.38937e-05 9.36057e-05 5.62871e-05 3.3384e-05 3.85722e-05
threshold=0.076920000000000002 0.089775000000000008 -0.23051499999999997 0.081805000000000017 0.05259500000000001 0.089735000000000023 -0.032969999999999992
decision_type=2 2 2 2 2 2 2
left_child=1 5 -3 4 -4 6 -1
right_child=-2 2 3 -5 -6 -7 -8
leaf_value=-0.00054793893026713078 -0.00038391126352459995 -0.00022752835219413264 -0.00019759980235562523 0.00066183640433797473 0.00037495181446627681 0.00011893049384273129 -1.0933894532512469e-05
leaf_weight=0.0010251435902913668 0.0010138187212096394 0.0010067377764571561 0.0016926121022118852 0.0013088134653989614 0.001082231808295398 0.0013425903668970495 0.0010318940928385559
leaf_count=643 226 77 717 307 188 470 493
internal_value=0 3.47655e-05 0.000139181 0.000229585 2.57041e-05 -0.000121579 -0.000278555
internal_weight=0 0.00849002 0.0050904 0.00408366 0.00277484 0.00339963 0.00205704
internal_count=3121 2895 1289 1212 905 1606 1136
is_linear=0
shrinkage=0.00196078


Tree=7718
num_leaves=8
num_cat=0
split_feature=50 15 16 2 133 52 4
split_gain=2.99842e-05 2.93679e-05 5.05291e-05 4.24119e-05 4.3064e-05 0.00010398 6.44407e-05
threshold=0.079410000000000008 -0.15914499999999995 -0.36241499999999999 0.10644500000000001 1.0000000180025095e-35 0.0031350000000000002 0.053180000000000012
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 6 -4
right_child=-2 2 3 -5 -6 -7 -8
leaf_value=0.00035117188652600723 -0.00031132009007087385 -0.00037377478985201799 -0.00040136080080929872 0.00038849530224479141 -0.00037244131631797533 0.00061055889728827404 0.00021604600539886388
leaf_weight=0.0010141001671373322 0.001062079738976371 0.0011924734761617319 0.0014501391624252707 0.0012558314907937362 0.0010252607269770099 0.0010292638842481568 0.0011778553733707898
leaf_count=306 609 221 487 351 609 441 97
internal_value=0 3.8958e-05 -5.44302e-06 6.85213e-05 -1.72944e-05 8.2266e-05 -0.000124642
internal_weight=0 0.00814492 0.00713082 0.00593835 0.00468252 0.00365726 0.00262799
internal_count=3121 2512 2206 1985 1634 1025 584
is_linear=0
shrinkage=0.00196078


Tree=7719
num_leaves=6
num_cat=0
split_feature=52 15 3 4 4
split_gain=1.00848e-05 2.5265e-05 4.99448e-05 4.42101e-05 3.00679e-05
threshold=0.11434500000000002 -0.016799999999999995 -0.063074999999999978 0.24564500000000003 0.018150000000000003
decision_type=2 2 2 2 2
left_child=1 3 -3 4 -1
right_child=-2 2 -4 -5 -6
leaf_value=-0.0022083443873182058 -0.0081878870669215391 -0.002858408064302122 0.021318214057027607 0.0086569353714737295 -0.026262128261561019
leaf_weight=0.001068520479518852 0.0012904849809189725 0.0019992301649608018 0.001492277323329788 0.0014905108508757687 0.0010117477473298065
leaf_count=632 501 1182 223 320 263
internal_value=0 0.00142603 0.00747473 -0.00448839 -0.013907
internal_weight=0 0.00706229 0.00349151 0.00357078 0.00208027
internal_count=3121 2620 1405 1215 895
is_linear=0
shrinkage=0.1


Tree=7720
num_leaves=6
num_cat=0
split_feature=403 13 4 4 2
split_gain=9.62564e-06 5.82334e-05 5.97765e-05 3.08777e-05 4.37013e-05
threshold=0.03138500000000001 0.11217000000000001 -0.059649999999999988 0.033845000000000007 0.10803500000000001
decision_type=2 2 2 2 2
left_child=1 2 -1 -4 -5
right_child=-2 -3 3 4 -6
leaf_value=-0.02125413055560264 0.0089842427997611374 0.018864997326256124 0.012461493026045878 0.0067517609757158066 -0.0177653252378208
leaf_weight=0.0016931339432408408 0.0010324742160048523 0.0011942952353926409 0.0015073867163274638 0.0014949023258711168 0.001415418224801384
leaf_count=1006 376 172 926 336 305
internal_value=0 -0.00133106 -0.00527815 0.000844815 -0.00517199
internal_weight=0 0.00730514 0.00611084 0.00441771 0.00291032
internal_count=3121 2745 2573 1567 641
is_linear=0
shrinkage=0.1


Tree=7721
num_leaves=6
num_cat=0
split_feature=43 16 0 151 16
split_gain=1.02392e-05 3.54219e-05 4.08699e-05 1.97031e-05 5.00722e-05
threshold=-0.24021999999999996 0.22339500000000004 -0.077999999999999986 -0.0083949999999999979 -0.083539999999999989
decision_type=2 2 2 2 2
left_child=-1 2 3 -2 -5
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leaf_value=-0.009184851636319177 -0.011290385690096371 -0.014850219640658436 0.017427197437856919 0.013301614627875514 -0.012846409243393734
leaf_weight=0.001069139819154582 0.0012693422783921033 0.0011439885783899187 0.0017126656920551835 0.0019506979186744897 0.0011725684275477152
leaf_count=166 401 414 696 757 687
internal_value=0 0.00129824 0.00432409 -0.000784779 0.00348486
internal_weight=0 0.00724926 0.00610527 0.00439261 0.00312327
internal_count=3121 2955 2541 1845 1444
is_linear=0
shrinkage=0.1


Tree=7722
num_leaves=7
num_cat=0
split_feature=4 3 52 2 13 2
split_gain=3.3969e-05 2.56609e-05 4.66145e-05 4.17386e-05 3.39409e-05 5.76125e-05
threshold=0.27287000000000006 0.10542000000000001 -0.088204999999999992 0.09678500000000001 -0.014169999999999999 0.086100000000000024
decision_type=2 2 2 2 2 2
left_child=1 2 -1 4 -4 -6
right_child=-2 -3 3 -5 5 -7
leaf_value=-0.00046601449300349784 0.00026864654278640322 0.00014400713656923932 -0.0001899718993382582 -0.00033849246042255698 -7.0302284291317774e-05 0.00053591297830424722
leaf_weight=0.0011652887086936381 0.0015272489180576118 0.0019708732947407246 0.001222586791527638 0.0012525446221505719 0.0013000866704563961 0.0011236717624581039
leaf_count=600 352 163 1009 393 353 251
internal_value=0 -5.03624e-05 -0.000113533 -2.96889e-05 7.63872e-05 0.000210743
internal_weight=0 0.00803505 0.00606418 0.00489889 0.00364635 0.00242376
internal_count=3121 2769 2606 2006 1613 604
is_linear=0
shrinkage=0.00196078


Tree=7723
num_leaves=6
num_cat=0
split_feature=15 1 3 12 1
split_gain=1.07571e-05 3.45539e-05 4.24405e-05 4.68618e-05 0.00012252
threshold=0.035560000000000008 1.0000000180025095e-35 0.10893000000000001 0.090840000000000018 0.094385000000000011
decision_type=2 2 2 2 2
left_child=1 -1 3 4 -3
right_child=-2 2 -4 -5 -6
leaf_value=-0.010334286220936136 -0.0066933382022260086 -0.0012512721682337354 -0.0086811003096793037 -0.0048023904903738536 0.045023330653491178
leaf_weight=0.0016995365624292175 0.001881959061003368 0.00122497607366186 0.0013542100270484605 0.0010912898879023129 0.0010736446127197993
leaf_count=851 1180 242 222 277 349
internal_value=0 0.00190047 0.00628345 0.0122615 0.0203628
internal_weight=0 0.00644366 0.00474412 0.00338991 0.00229862
internal_count=3121 1941 1090 868 591
is_linear=0
shrinkage=0.1


Tree=7724
num_leaves=8
num_cat=0
split_feature=50 15 16 0 0 4 49
split_gain=3.53692e-05 3.52682e-05 5.08853e-05 5.85226e-05 6.74871e-05 3.6597e-05 2.12955e-05
threshold=0.079410000000000008 -0.15914499999999995 -0.36241499999999999 -0.10607499999999999 -0.060129999999999996 -0.46376499999999993 -0.039339999999999993
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -3 6 -5 -6 -4
right_child=-2 2 3 4 5 -7 -8
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leaf_weight=0.0010245140787047647 0.001090474281604188 0.0012238187801269116 0.0010108011549311204 0.0013234778462791691 0.001034072383331033 0.0016583633062869061 0.0010146560936222524
leaf_count=306 609 221 108 1356 155 232 134
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internal_weight=0 0.0082897 0.00726519 0.00604137 0.00401591 0.00269244 0.00202546
internal_count=3121 2512 2206 1985 1743 387 242
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shrinkage=0.00196078


Tree=7725
num_leaves=7
num_cat=0
split_feature=13 47 42 52 1 3
split_gain=1.2473e-05 1.99068e-05 4.30176e-05 6.70486e-05 3.79613e-05 3.57433e-05
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decision_type=2 2 2 2 2 2
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leaf_count=169 828 163 581 800 214 366
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internal_weight=0 0.00726663 0.00613336 0.00511567 0.00367889 0.00264426
internal_count=3121 2952 2789 1961 1380 1166
is_linear=0
shrinkage=0.1


Tree=7726
num_leaves=7
num_cat=0
split_feature=159 160 43 3 16 0
split_gain=1.11304e-05 4.54059e-05 2.71384e-05 6.84259e-05 4.92851e-05 5.58555e-05
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decision_type=2 2 2 2 2 2
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leaf_count=684 527 291 201 307 366 745
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internal_weight=0 0.0072505 0.00624165 0.00217275 0.0040689 0.00277132
internal_count=3121 2594 1910 598 1312 946
is_linear=0
shrinkage=0.1


Tree=7727
num_leaves=6
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split_feature=13 15 0 0 52
split_gain=1.28098e-05 1.97983e-05 3.45312e-05 5.88282e-05 4.25111e-05
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decision_type=2 2 2 2 2
left_child=-1 -2 3 -3 -4
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leaf_weight=0.0010499400778647581 0.0013056806208999027 0.0013322633593870852 0.0020020360955792208 0.0011203432518239263 0.0014649706723845616
leaf_count=169 417 170 1371 204 790
internal_value=0 -0.00152726 0.000931166 0.0100119 -0.00549269
internal_weight=0 0.00722529 0.00591961 0.00245261 0.00346701
internal_count=3121 2952 2535 374 2161
is_linear=0
shrinkage=0.1


Tree=7728
num_leaves=7
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split_feature=50 160 42 2 3 43
split_gain=2.43166e-05 3.79878e-05 2.50222e-05 2.63376e-05 4.14452e-05 4.83633e-05
threshold=0.079410000000000008 -0.027994999999999996 -1.0000000180025095e-35 0.11411 0.092670000000000016 -0.074359999999999996
decision_type=2 2 2 2 2 2
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leaf_value=0.00031614711712311906 -0.00028862289094375572 -0.00030394632206973544 0.00028281223772481451 -0.00024937907082718931 0.00040882191602970833 -0.00023120030940230359
leaf_weight=0.0014759516748857103 0.0010222872374221256 0.0010871454021818931 0.0011612126365457066 0.0010791365216406747 0.0011598876623851967 0.0017864877819696674
leaf_count=625 609 620 354 244 124 545
internal_value=0 3.31138e-05 -3.34709e-05 2.32212e-05 9.48382e-05 -2.8711e-05
internal_weight=0 0.00774982 0.00627387 0.00518672 0.00410759 0.0029477
internal_count=3121 2512 1887 1267 1023 899
is_linear=0
shrinkage=0.00196078


Tree=7729
num_leaves=6
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split_feature=15 42 52 2 15
split_gain=1.24397e-05 3.27637e-05 4.38565e-05 4.90962e-05 3.16104e-05
threshold=0.035560000000000008 0.075730000000000006 -0.081429999999999989 0.10613000000000002 -0.085834999999999981
decision_type=2 2 2 2 2
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right_child=-2 -3 3 -5 -6
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leaf_weight=0.0010530972862978763 0.0018740641820341334 0.0016824524547314409 0.0011053871333224069 0.0015490405012039861 0.001004513575651285
leaf_count=375 1180 923 234 246 163
internal_value=0 0.00207234 0.00634955 0.00117385 0.0110992
internal_weight=0 0.00639449 0.00471204 0.00365894 0.0021099
internal_count=3121 1941 1018 643 397
is_linear=0
shrinkage=0.1


Tree=7730
num_leaves=7
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split_feature=131 13 15 52 15 16
split_gain=2.48347e-05 3.61107e-05 3.39985e-05 6.24036e-05 7.78797e-05 4.47725e-05
threshold=0.084390000000000007 -0.23438999999999996 -0.11713499999999999 -0.088204999999999992 -0.03241999999999999 -0.0064149999999999997
decision_type=2 2 2 2 2 2
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leaf_weight=0.0010572310163336441 0.0010041512918358619 0.0013524769267926045 0.0012170953982553849 0.0017284341493049378 0.0017294177615977298 0.0010696385320477929
leaf_count=138 492 358 513 463 949 208
internal_value=0 3.36075e-05 -1.67542e-05 4.90958e-05 0.000155055 -4.70298e-05
internal_weight=0 0.00815429 0.00709706 0.00574459 0.00452749 0.00279906
internal_count=3121 2629 2491 2133 1620 1157
is_linear=0
shrinkage=0.00196078


Tree=7731
num_leaves=6
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split_feature=4 4 2 2 12
split_gain=1.2036e-05 2.55035e-05 2.79556e-05 3.31407e-05 2.92727e-05
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decision_type=2 2 2 2 2
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leaf_weight=0.0015956271700694868 0.0013027265887679898 0.0013899772126219337 0.0012150594635429359 0.0012721954263631959 0.0014929480201799072
leaf_count=421 352 195 361 474 1318
internal_value=0 -0.00167455 0.00134654 -0.00239109 0.00320387
internal_weight=0 0.00696581 0.00557583 0.00436077 0.00308858
internal_count=3121 2769 2574 2213 1739
is_linear=0
shrinkage=0.1


Tree=7732
num_leaves=7
num_cat=0
split_feature=50 15 16 48 0 52
split_gain=2.23087e-05 3.31164e-05 4.93783e-05 5.40837e-05 5.32531e-05 4.13337e-05
threshold=0.079410000000000008 -0.14809499999999998 -0.094359999999999986 0.084855000000000014 -0.11756999999999999 0.0031350000000000002
decision_type=2 2 2 2 2 2
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leaf_value=0.00036169253855151468 -0.00027598781082048199 -0.00056218242092828967 -0.00022074465167374929 0.00047258126423186249 4.4346478119969992e-05 0.00020984353181969403
leaf_weight=0.0010110393949224082 0.0010332670140723033 0.0011102057746095542 0.0018706154496955279 0.001119006202859033 0.0011159971445701842 0.0015819795524300289
leaf_count=330 609 159 813 300 239 671
internal_value=0 3.05934e-05 -1.86511e-05 9.79659e-05 -0.000258129 -2.34491e-05
internal_weight=0 0.00780884 0.0067978 0.0045716 0.0022262 0.0034526
internal_count=3121 2512 2182 1784 398 1484
is_linear=0
shrinkage=0.00196078


Tree=7733
num_leaves=7
num_cat=0
split_feature=3 43 42 49 47 4
split_gain=1.14094e-05 2.08999e-05 2.90378e-05 4.82615e-05 3.98819e-05 5.36496e-05
threshold=0.13524500000000003 0.054355000000000007 0.091295000000000015 -0.054319999999999993 0.090280000000000013 -0.059649999999999988
decision_type=2 2 2 2 2 2
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leaf_count=258 192 387 548 795 190 751
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internal_weight=0 0.00707011 0.00604723 0.00486289 0.00380766 0.00268438
internal_count=3121 2929 2542 1994 1736 1546
is_linear=0
shrinkage=0.1


Tree=7734
num_leaves=7
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split_feature=50 15 4 151 15 3
split_gain=4.50845e-05 4.47764e-05 5.9891e-05 3.67018e-05 3.60264e-05 2.92031e-05
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decision_type=2 2 2 2 2 2
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leaf_count=306 609 351 277 527 864 187
internal_value=0 4.13905e-05 -1.36684e-05 9.09179e-05 2.78228e-06 0.000109198
internal_weight=0 0.00815864 0.00713374 0.00532814 0.00411976 0.00308176
internal_count=3121 2512 2206 1929 1578 714
is_linear=0
shrinkage=0.00196078


Tree=7735
num_leaves=6
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split_feature=52 12 1 48 13
split_gain=1.08077e-05 2.76351e-05 3.19094e-05 4.57586e-05 2.08865e-05
threshold=0.11434500000000002 0.095110000000000014 0.11181500000000001 0.083685000000000009 -0.016469999999999995
decision_type=2 2 2 2 2
left_child=1 2 3 4 -1
right_child=-2 -3 -4 -5 -6
leaf_value=-0.016130820092000769 -0.0084892117160473637 0.012932570448520531 -0.0156090334608122 0.018163068729874842 0.0018179173630679807
leaf_weight=0.0010213185895365886 0.0012772835701974211 0.0016264369701735502 0.0012965099510063947 0.0012682929540683667 0.0017752845366152997
leaf_count=822 501 558 294 332 614
internal_value=0 0.00151484 -0.00194885 0.00240811 -0.00473696
internal_weight=0 0.00698784 0.00536141 0.0040649 0.0027966
internal_count=3121 2620 2062 1768 1436
is_linear=0
shrinkage=0.1


Tree=7736
num_leaves=6
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split_feature=3 51 0 0 0
split_gain=1.00316e-05 2.07109e-05 2.07862e-05 3.30445e-05 3.39261e-05
threshold=0.13524500000000003 0.087505000000000013 -0.17169499999999996 -0.084804999999999978 -0.053834999999999994
decision_type=2 2 2 2 2
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leaf_count=134 192 373 983 1035 404
internal_value=0 -0.0014658 0.000769284 -0.0020973 0.00455029
internal_weight=0 0.0070528 0.00602742 0.00486758 0.00294837
internal_count=3121 2929 2556 2422 1439
is_linear=0
shrinkage=0.1


Tree=7737
num_leaves=7
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split_feature=11 160 49 47 13 1
split_gain=4.63178e-05 3.29664e-05 3.3233e-05 4.02353e-05 5.21635e-05 3.47465e-05
threshold=0.076920000000000002 0.041220000000000007 -0.006494999999999999 0.10421000000000001 -0.017449999999999997 0.080585000000000004
decision_type=2 2 2 2 2 2
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leaf_value=-0.00019104409801630213 -0.00040169557780961031 -0.00021185754984468357 -0.00018932367935883042 0.000469545133001074 0.00049084839287140739 3.9494034123997896e-05
leaf_weight=0.0012441806966150618 0.0010220545667039014 0.0016180828391494208 0.0017446207153054916 0.0012745286977125731 0.0012170451780012218 0.0014218254284647969
leaf_count=381 226 459 1092 165 510 288
internal_value=0 4.00447e-05 9.90982e-05 0.0001629 7.37404e-05 0.000247658
internal_weight=0 0.00852028 0.0069022 0.00565802 0.00438349 0.00263887
internal_count=3121 2895 2436 2055 1890 798
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shrinkage=0.00196078


Tree=7738
num_leaves=8
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split_feature=50 15 16 2 133 52 4
split_gain=4.0615e-05 4.18988e-05 4.90279e-05 5.29532e-05 5.37238e-05 8.60829e-05 7.72041e-05
threshold=0.079410000000000008 -0.15914499999999995 -0.36241499999999999 0.10644500000000001 1.0000000180025095e-35 0.0031350000000000002 0.0052350000000000009
decision_type=2 2 2 2 2 2 2
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internal_value=0 4.15938e-05 -1.22014e-05 6.19825e-05 -3.44268e-05 7.80935e-05 -0.000112211
internal_weight=0 0.00801879 0.00700908 0.00581843 0.00459723 0.00358656 0.0025757
internal_count=3121 2512 2206 1985 1634 1025 584
is_linear=0
shrinkage=0.00196078


Tree=7739
num_leaves=6
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split_feature=0 1 48 3 0
split_gain=1.0047e-05 3.44328e-05 2.67468e-05 3.83161e-05 4.41215e-05
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decision_type=2 2 2 2 2
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leaf_count=1554 252 530 300 160 325
internal_value=0 -0.00165536 0.00196671 0.00702579 -0.00147313
internal_weight=0 0.00680812 0.00540585 0.00356282 0.00213133
internal_count=3121 2869 1315 1015 485
is_linear=0
shrinkage=0.1


Tree=7740
num_leaves=7
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split_feature=50 160 42 43 16 48
split_gain=3.63568e-05 3.63408e-05 4.62755e-05 4.52962e-05 4.28505e-05 0.000109823
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decision_type=2 2 2 2 2 2
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internal_weight=0 0.00826618 0.00668486 0.00553537 0.00401207 0.00253261
internal_count=3121 2512 1887 1267 842 502
is_linear=0
shrinkage=0.00196078


Tree=7741
num_leaves=7
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split_feature=11 13 42 47 52 15
split_gain=2.98947e-05 3.62398e-05 4.06995e-05 5.99525e-05 5.565e-05 6.75436e-05
threshold=1.0000000180025095e-35 -0.091054999999999983 -0.088669999999999985 0.09585500000000001 -0.066844999999999988 -0.049819999999999996
decision_type=2 2 2 2 2 2
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internal_count=3121 2877 2481 2117 1885 1375
is_linear=0
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Tree=7742
num_leaves=6
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split_feature=50 160 43 16 48
split_gain=1.6845e-05 2.73034e-05 2.44825e-05 2.9471e-05 5.61119e-05
threshold=1.0000000180025095e-35 -0.027994999999999996 -0.15323999999999996 -0.056919999999999991 0.085845000000000019
decision_type=2 2 2 2 2
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leaf_count=623 627 173 813 709 176
internal_value=0 0.00161831 -0.00134335 -0.00440468 0.00168439
internal_weight=0 0.00729894 0.00591254 0.00482134 0.00300103
internal_count=3121 2494 1871 1698 989
is_linear=0
shrinkage=0.1


Tree=7743
num_leaves=7
num_cat=0
split_feature=50 16 160 43 49 0
split_gain=1.36664e-05 2.62408e-05 4.32213e-05 3.96219e-05 2.41429e-05 3.27326e-05
threshold=1.0000000180025095e-35 -0.014034999999999997 -0.010514999999999998 -0.074359999999999996 -0.043469999999999995 -0.11756999999999999
decision_type=2 2 2 2 2 2
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right_child=-2 2 3 -5 5 -7
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internal_weight=0 0.00728571 0.00337281 0.0023706 0.0039129 0.00267925
internal_count=3121 2494 1091 667 1403 1188
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shrinkage=0.1


Tree=7744
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split_feature=13 12 43 151 16 0
split_gain=1.37064e-05 1.87832e-05 3.33594e-05 4.70968e-05 4.30597e-05 7.79139e-05
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decision_type=2 2 2 2 2 2
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internal_weight=0 0.00722422 0.00564749 0.00463044 0.00355848 0.00229282
internal_count=3121 2952 2053 1784 1393 833
is_linear=0
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Tree=7745
num_leaves=7
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split_feature=52 43 1 13 15 0
split_gain=2.63731e-05 2.67899e-05 3.43533e-05 8.57113e-05 3.61339e-05 1.87045e-05
threshold=0.15116000000000002 0.08845500000000002 1.0000000180025095e-35 -0.0025349999999999995 -0.069954999999999989 -0.18901999999999997
decision_type=2 2 2 2 2 2
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leaf_count=1246 377 284 686 66 330 132
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internal_weight=0 0.00816769 0.00688102 0.00530274 0.00348139 0.00213064
internal_count=3121 2744 2460 1214 528 198
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Tree=7746
num_leaves=5
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split_feature=48 1 4 3
split_gain=1.38885e-05 4.47202e-05 5.19782e-05 2.39589e-05
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decision_type=2 2 2 2
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right_child=-2 -3 -4 -5
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leaf_weight=0.0016011116196318373 0.0017593779321925839 0.001458556929142151 0.0019022804598028626 0.0015432506835172297
leaf_count=1278 365 374 577 527
internal_value=0 -0.00217926 -0.00663666 0.00125703
internal_weight=0 0.0065052 0.00504664 0.00314436
internal_count=3121 2756 2382 1805
is_linear=0
shrinkage=0.1


Tree=7747
num_leaves=7
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split_feature=457 15 43 52 2 12
split_gain=1.16046e-05 2.89287e-05 2.64645e-05 2.87301e-05 3.65852e-05 1.95081e-05
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decision_type=2 2 2 2 2 2
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leaf_value=0.019877536506165305 0.0096515842303083171 -0.016966739872717431 -0.021192736348487465 0.0082693196503608058 0.002520550718000383 0.0011201070210715717
leaf_weight=0.0010325933340781111 0.0010739769874173006 0.0010342213803925249 0.0013666989215604245 0.0013051417155858468 0.0012417374081122297 0.0011974258371396673
leaf_count=601 289 662 417 410 269 473
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internal_weight=0 0.00717782 0.0061436 0.00391358 0.00260844 0.00223002
internal_count=3121 2832 2170 1096 686 1074
is_linear=0
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Tree=7748
num_leaves=7
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split_feature=131 13 15 1 47 51
split_gain=3.73389e-05 3.89859e-05 4.54851e-05 6.55288e-05 9.76056e-05 7.16767e-05
threshold=0.084390000000000007 -0.095304999999999987 0.035560000000000008 1.0000000180025095e-35 0.096175000000000024 0.084745000000000015
decision_type=2 2 2 2 2 2
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right_child=-2 2 -4 4 -6 -7
leaf_value=0.00028340667766025266 -0.00035917117914307102 -0.00038674369894923551 -0.00033950021110148483 0.00059876552465503883 -0.00031743506628578797 -5.0121472382043689e-05
leaf_weight=0.0019482612843665544 0.0010071936360821496 0.0010236059827326265 0.0014451457550503895 0.0018090634928274747 0.0011303756169535918 0.0010254864067700082
leaf_count=328 492 721 910 444 118 108
internal_value=0 4.04005e-05 -3.31871e-05 5.55498e-05 0.000169735 0.000364011
internal_weight=0 0.00838194 0.00643368 0.00498853 0.00396493 0.00283455
internal_count=3121 2629 2301 1391 670 552
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Tree=7749
num_leaves=7
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split_feature=43 1 16 4 13 0
split_gain=1.23459e-05 3.22125e-05 5.4221e-05 4.80653e-05 2.27603e-05 1.7769e-05
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decision_type=2 2 2 2 2 2
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leaf_value=-0.010050549275858018 0.022078408597809785 0.017372024409458422 -0.022551961966594293 -0.014606336355437198 -0.0033899582459612464 0.012647542991383471
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internal_weight=0 0.00718523 0.0061052 0.00509693 0.00406301 0.00299525
internal_count=3121 2955 2605 2206 1718 1279
is_linear=0
shrinkage=0.1


Tree=7750
num_leaves=7
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split_feature=52 13 15 15 48 1
split_gain=1.22252e-05 2.78124e-05 1.97525e-05 4.68594e-05 3.03974e-05 9.40445e-06
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decision_type=2 2 2 2 2 2
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internal_weight=0 0.00696932 0.00495645 0.00393156 0.00255671 0.00201287
internal_count=3121 2620 1844 1116 813 776
is_linear=0
shrinkage=0.1


Tree=7751
num_leaves=7
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split_feature=50 15 47 3 2 4
split_gain=2.35665e-05 3.37194e-05 3.81125e-05 6.72302e-05 3.86712e-05 5.25944e-05
threshold=0.079410000000000008 -0.15026499999999995 0.096175000000000024 0.10542000000000001 0.097220000000000015 0.0052350000000000009
decision_type=2 2 2 2 2 2
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leaf_count=318 609 1157 185 135 535 182
internal_value=0 3.06111e-05 -1.84512e-05 4.78913e-05 -6.54724e-05 5.51354e-05
internal_weight=0 0.00790526 0.00689343 0.00571094 0.00444797 0.00309925
internal_count=3121 2512 2194 2009 1874 1339
is_linear=0
shrinkage=0.00196078


Tree=7752
num_leaves=8
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split_feature=50 15 16 48 2 13 4
split_gain=3.25346e-05 3.21244e-05 4.01976e-05 8.18501e-05 6.08271e-05 3.50731e-05 4.02018e-05
threshold=0.079410000000000008 -0.14809499999999998 -0.094359999999999986 0.084855000000000014 0.092365000000000017 -0.033284999999999988 -0.04890499999999999
decision_type=2 2 2 2 2 2 2
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right_child=-2 2 3 -5 -6 6 -8
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leaf_weight=0.0010161729800534239 0.0010450783120297671 0.0012334313359283011 0.0013408026224883138 0.001128860388492017 0.0010020187373213482 0.0010066375646548987 0.0011072081334355943
leaf_count=330 609 185 782 300 213 513 189
internal_value=0 3.6098e-05 -1.23693e-05 9.27674e-05 -0.000227939 -5.70143e-05 0.000100334
internal_weight=0 0.00783513 0.00681896 0.00458351 0.00223545 0.00345465 0.00211385
internal_count=3121 2512 2182 1784 398 1484 702
is_linear=0
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Tree=7753
num_leaves=6
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split_feature=457 15 2 42 4
split_gain=1.16798e-05 2.25052e-05 2.86511e-05 3.02599e-05 5.57304e-05
threshold=0.045365000000000009 1.0000000180025095e-35 0.10912000000000001 0.079510000000000011 0.053180000000000012
decision_type=2 2 2 2 2
left_child=1 2 3 4 -1
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leaf_value=-0.010336889738633538 0.0096638656227749763 -0.011146468728455853 0.012039646544299676 -0.018125688694089113 0.019527369098848064
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leaf_count=385 289 1167 463 641 176
internal_value=0 -0.00150204 0.0017512 -0.0034408 0.00233981
internal_weight=0 0.00717285 0.00536361 0.0035647 0.00255783
internal_count=3121 2832 1665 1202 561
is_linear=0
shrinkage=0.1


Tree=7754
num_leaves=7
num_cat=0
split_feature=50 16 160 52 52 0
split_gain=2.77008e-05 2.37121e-05 5.3778e-05 3.71619e-05 3.61373e-05 3.64839e-05
threshold=0.079410000000000008 -0.014034999999999997 -0.054789999999999998 0.091275000000000009 0.0046550000000000003 -0.11756999999999999
decision_type=2 2 2 2 2 2
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leaf_value=-0.00012780067857884846 -0.00030738287002456989 0.00052206594219095541 -0.00019422736988395777 0.00028846987419403424 -0.00038313291256466495 0.00030615119989568101
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leaf_count=232 609 372 672 58 808 370
internal_value=0 3.33499e-05 0.000149604 -3.64455e-06 -6.68846e-05 3.76861e-05
internal_weight=0 0.00782355 0.00362231 0.00256638 0.00420124 0.00315726
internal_count=3121 2512 1102 730 1410 602
is_linear=0
shrinkage=0.00196078


Tree=7755
num_leaves=7
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split_feature=50 15 47 3 52 2
split_gain=4.64533e-05 4.45878e-05 5.22944e-05 8.55302e-05 4.73575e-05 5.38001e-05
threshold=0.079410000000000008 -0.15914499999999995 0.096175000000000024 0.10542000000000001 -0.066844999999999988 0.090675000000000019
decision_type=2 2 2 2 2 2
left_child=1 -1 3 4 -3 -6
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leaf_value=0.000424938380337745 -0.0003925954820866689 -0.00036841940165580707 -0.000376372161007375 0.00050311721553426446 0.00032836264640320588 -0.00018386386877617409
leaf_weight=0.0010245508149988166 0.0010670625662252747 0.0013645822467197553 0.0012516377004451653 0.001326017896666051 0.0015557188746223032 0.001598251332018004
leaf_count=306 609 607 188 135 786 490
internal_value=0 4.25665e-05 -1.26403e-05 6.52543e-05 -6.32413e-05 6.87956e-05
internal_weight=0 0.00812076 0.00709621 0.00584457 0.00451855 0.00315397
internal_count=3121 2512 2206 2018 1883 1276
is_linear=0
shrinkage=0.00196078


Tree=7756
num_leaves=7
num_cat=0
split_feature=131 16 12 0 48 12
split_gain=3.18836e-05 3.05966e-05 6.96204e-05 4.84671e-05 4.76109e-05 4.55996e-05
threshold=0.084390000000000007 0.0065250000000000004 0.090020000000000017 -0.10224499999999999 0.083985000000000018 0.09141500000000001
decision_type=2 2 2 2 2 2
left_child=1 2 3 4 -1 -3
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leaf_weight=0.0011041672698396932 0.0010108654856374718 0.0016282018944075661 0.0012252411570490779 0.0015558313431747396 0.001550825265530251 0.0012106910066999783
leaf_count=230 492 358 637 951 164 289
internal_value=0 3.39562e-05 -5.22058e-05 6.74911e-05 -9.35436e-05 0.000198944
internal_weight=0 0.00827496 0.00543607 0.00421082 0.00265499 0.00283889
internal_count=3121 2629 1982 1345 394 647
is_linear=0
shrinkage=0.00196078


Tree=7757
num_leaves=8
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split_feature=50 484 133 16 52 15 13
split_gain=4.58034e-05 4.40762e-05 3.65023e-05 5.05176e-05 0.000101557 0.000113528 4.3641e-05
threshold=0.079410000000000008 0.073690000000000019 0.091410000000000005 -0.094359999999999986 0.0031350000000000002 -0.053579999999999996 -0.012119999999999997
decision_type=2 2 2 2 2 2 2
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leaf_value=0.00012344728439866683 -0.00038769463397138923 0.00041667351118708062 -0.00034233808807037806 0.00035945149644617838 0.00064922560792294876 -0.00052092413693767114 -0.00038598863712619146
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leaf_count=296 609 340 421 402 485 400 168
internal_value=0 3.93247e-05 -1.49294e-05 4.43008e-05 0.000198303 -4.87292e-05 -0.000161499
internal_weight=0 0.00827728 0.0072368 0.00612817 0.0035052 0.00226458 0.00262298
internal_count=3121 2512 2172 1751 1287 802 464
is_linear=0
shrinkage=0.00196078


Tree=7758
num_leaves=7
num_cat=0
split_feature=50 16 160 43 49 0
split_gain=1.50749e-05 2.18742e-05 3.46647e-05 3.32848e-05 2.77329e-05 2.86089e-05
threshold=1.0000000180025095e-35 -0.014034999999999997 -0.010514999999999998 -0.074359999999999996 -0.043469999999999995 -0.11756999999999999
decision_type=2 2 2 2 2 2
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internal_weight=0 0.00729926 0.00338675 0.00238201 0.00391251 0.00267818
internal_count=3121 2494 1091 667 1403 1188
is_linear=0
shrinkage=0.1


Tree=7759
num_leaves=7
num_cat=0
split_feature=51 50 15 16 133 2
split_gain=2.10616e-05 3.2127e-05 3.67556e-05 4.74755e-05 4.50609e-05 1.85548e-05
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decision_type=2 2 2 2 2 2
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internal_weight=0 0.00754397 0.00653343 0.00503573 0.00327646 0.00226262
internal_count=3121 2584 2015 1604 1276 807
is_linear=0
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Tree=7760
num_leaves=8
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split_feature=50 15 16 48 2 52 51
split_gain=2.17944e-05 3.62999e-05 4.31273e-05 6.479e-05 5.76656e-05 3.76563e-05 3.04696e-06
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decision_type=2 2 2 2 2 2 2
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internal_weight=0 0.00786417 0.00686334 0.00462812 0.00223522 0.0036186 0.00200937
internal_count=3121 2512 2194 1793 401 1531 853
is_linear=0
shrinkage=0.00196078


Tree=7761
num_leaves=6
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split_feature=51 43 12 1 4
split_gain=1.4149e-05 2.15328e-05 4.10024e-05 3.85005e-05 4.02441e-05
threshold=-0.076794999999999988 -0.15323999999999996 0.092355000000000007 0.10557500000000002 -0.0016099999999999997
decision_type=2 2 2 2 2
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leaf_weight=0.0013807817607648645 0.0011189833375221322 0.001550956647811868 0.0012470652029127572 0.0015956803658741386 0.001417262547043874
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internal_weight=0 0.00692995 0.00581096 0.0045639 0.00296822
internal_count=3121 2584 2361 1731 1345
is_linear=0
shrinkage=0.1


Tree=7762
num_leaves=7
num_cat=0
split_feature=47 4 4 3 12 42
split_gain=4.11207e-05 7.55562e-05 8.37607e-05 7.95655e-05 3.71207e-05 4.9292e-05
threshold=0.12431000000000002 0.24564500000000003 0.055260000000000011 0.096675000000000011 0.079890000000000017 0.083995000000000014
decision_type=2 2 2 2 2 2
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right_child=-2 -3 -4 -5 5 -7
leaf_value=9.3259959177249314e-05 -0.00038701425914444752 0.00038539021303428135 -0.00057736622660710542 0.00041435609138568662 -0.00059142595664793765 -1.6498072657379889e-05
leaf_weight=0.0018943243474691032 0.001012317313892507 0.0018204004926168013 0.0010371297349004733 0.0015103253066859551 0.0010480148649650179 0.0012658373015499097
leaf_count=316 91 402 246 153 887 1026
internal_value=0 3.08454e-05 -6.46918e-05 2.82889e-05 -0.000110272 -0.000276901
internal_weight=0 0.00857603 0.00675563 0.0057185 0.00420818 0.00231385
internal_count=3121 3030 2628 2382 2229 1913
is_linear=0
shrinkage=0.00196078


Tree=7763
num_leaves=7
num_cat=0
split_feature=43 4 0 151 16 2
split_gain=1.47325e-05 2.52983e-05 3.07589e-05 2.76399e-05 4.36624e-05 4.48699e-05
threshold=-0.24021999999999996 -0.35136499999999998 -0.060129999999999996 -0.0083949999999999979 -0.078844999999999985 0.092235000000000025
decision_type=2 2 2 2 2 2
left_child=-1 -2 3 -3 5 -5
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leaf_value=-0.010956307152162104 -0.012078351798684219 -0.011193906202581793 0.020044501273819293 0.0013574464379519904 -0.0076702089676610689 0.030016390791840639
leaf_weight=0.001080704021716475 0.0011448179518738387 0.0013687256884055933 0.0010119377613627611 0.0011995955488628531 0.001509401168958144 0.0010031427046476773
leaf_count=166 225 466 315 711 965 273
internal_value=0 0.00156081 0.00412357 0.000952653 0.00543129 0.0144089
internal_weight=0 0.00723762 0.0060928 0.00508087 0.00371214 0.00220274
internal_count=3121 2955 2730 2415 1949 984
is_linear=0
shrinkage=0.1


Tree=7764
num_leaves=7
num_cat=0
split_feature=131 13 15 52 2 15
split_gain=2.21577e-05 3.7021e-05 3.84759e-05 4.65947e-05 5.89815e-05 7.3257e-05
threshold=0.081165000000000001 -0.23438999999999996 -0.11713499999999999 -0.088204999999999992 0.09678500000000001 -0.031204999999999997
decision_type=2 2 2 2 2 2
left_child=1 -1 -3 -4 5 -5
right_child=-2 2 3 4 -6 -7
leaf_value=0.00037053428705265638 -0.00028158966138789666 -0.00032284670294704677 -0.00029900700316225318 0.00068458125719155372 -0.00017727277962142186 5.1737747528224599e-05
leaf_weight=0.0010506266986605268 0.0010039180393693675 0.0013406178626159974 0.0011842348396067211 0.0011562289831598446 0.0015054090187980483 0.0017951149548285146
leaf_count=138 504 357 508 275 380 959
internal_value=0 2.73802e-05 -2.42593e-05 4.6702e-05 0.000138563 0.000299663
internal_weight=0 0.00803223 0.00698161 0.00564099 0.00445675 0.00295134
internal_count=3121 2617 2479 2122 1614 1234
is_linear=0
shrinkage=0.00196078


Tree=7765
num_leaves=7
num_cat=0
split_feature=13 47 42 52 52 49
split_gain=1.36885e-05 2.06186e-05 4.08316e-05 6.10092e-05 5.32359e-05 3.10039e-05
threshold=-0.23438999999999996 0.10904500000000002 -1.0000000180025095e-35 -0.0064899999999999992 0.090245000000000006 -0.013914999999999999
decision_type=2 2 2 2 2 2
left_child=-1 2 -2 5 -5 -4
right_child=1 -3 3 4 -6 -7
leaf_value=0.010585048776935096 -0.017605980534250644 -0.014027330932729641 0.0032328661659743099 0.024310647452856625 -0.0024202607928624307 -0.021411415915449549
leaf_weight=0.0010542603417716331 0.0010184633822984618 0.001129066446477452 0.0010222189323397287 0.0017974394592349978 0.0012724754653188164 0.001019729073339739
leaf_count=169 828 163 233 600 501 627
internal_value=0 -0.00160906 0.000678104 0.00432094 0.0132307 -0.00907425
internal_weight=0 0.00725939 0.00613033 0.00511186 0.00306991 0.00204195
internal_count=3121 2952 2789 1961 1101 860
is_linear=0
shrinkage=0.1


Tree=7766
num_leaves=6
num_cat=0
split_feature=50 16 0 49 0
split_gain=1.2886e-05 2.66771e-05 3.30996e-05 2.40641e-05 2.85366e-05
threshold=1.0000000180025095e-35 -0.014034999999999997 -0.053834999999999994 -0.043469999999999995 -0.11756999999999999
decision_type=2 2 2 2 2
left_child=1 3 -3 -1 -5
right_child=-2 2 -4 4 -6
leaf_value=0.0073120093914275834 -0.010699176574389697 0.019644069728332905 -0.00040999883840127588 -0.020340719244198155 0.00036708373056308185
leaf_weight=0.0012332994602955293 0.0010003583915357646 0.0014039431290144132 0.0019891107778698168 0.0012807897818082252 0.0013852139682731886
leaf_count=215 627 771 320 211 977
internal_value=0 0.00140391 0.00788777 -0.00423814 -0.00958127
internal_weight=0 0.00729236 0.00339305 0.0038993 0.002666
internal_count=3121 2494 1091 1403 1188
is_linear=0
shrinkage=0.1


Tree=7767
num_leaves=7
num_cat=0
split_feature=13 3 1 151 16 16
split_gain=1.20882e-05 1.82435e-05 2.8802e-05 2.62562e-05 4.60788e-05 3.58556e-05
threshold=-0.23438999999999996 0.10893000000000001 0.11588000000000001 -0.016164999999999995 -0.092484999999999984 -0.056919999999999991
decision_type=2 2 2 2 2 2
left_child=-1 2 3 -2 -5 -6
right_child=1 -3 -4 4 5 -7
leaf_value=0.0099636673354894859 0.011822681838575932 -0.013159157347415466 0.015536029707755389 -0.020628540366637652 0.016573972127836217 -0.0075948180711683938
leaf_weight=0.0010522119041578857 0.0010179620585985079 0.001133273945554238 0.0010722524373969816 0.0014208665003876955 0.0010035114238989662 0.0015807373627949287
leaf_count=169 417 111 257 457 751 959
internal_value=0 -0.00150831 0.000657871 -0.0025181 -0.00616303 0.00179037
internal_weight=0 0.0072286 0.00609533 0.00502308 0.00400512 0.00258425
internal_count=3121 2952 2841 2584 2167 1710
is_linear=0
shrinkage=0.1


Tree=7768
num_leaves=7
num_cat=0
split_feature=50 15 16 48 0 52
split_gain=2.55093e-05 2.92047e-05 4.07741e-05 6.51467e-05 4.58487e-05 3.5641e-05
threshold=0.079410000000000008 -0.14809499999999998 -0.094359999999999986 0.084855000000000014 -0.11756999999999999 0.08976000000000002
decision_type=2 2 2 2 2 2
left_child=1 -1 4 5 -3 -4
right_child=-2 2 3 -5 -6 -7
leaf_value=0.00034903265775820016 -0.00029157172152257174 -0.0005149668829667821 -0.00020643984557341469 0.00050802762458618082 5.2212973086790929e-05 0.00019978491562992268
leaf_weight=0.0010033137281949666 0.0010296705692732612 0.0010873915686890026 0.0019987903551171768 0.0011154555899603328 0.0011045648787074368 0.0014205214870972771
leaf_count=330 609 159 1108 300 239 376
internal_value=0 3.69652e-05 -9.58074e-06 9.65542e-05 -0.000229155 -3.76775e-05
internal_weight=0 0.00773004 0.00672672 0.00453477 0.00219196 0.00341931
internal_count=3121 2512 2182 1784 398 1484
is_linear=0
shrinkage=0.00196078


Tree=7769
num_leaves=8
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split_feature=12 3 43 52 3 15 4
split_gain=3.3215e-05 3.03664e-05 3.34003e-05 6.79443e-05 6.20539e-05 3.68212e-05 2.96514e-05
threshold=0.10711000000000002 0.13524500000000003 -0.063379999999999978 -0.069804999999999992 -0.077774999999999983 -0.092489999999999989 -0.076779999999999987
decision_type=2 2 2 2 2 2 2
left_child=1 2 4 -4 -1 -5 -7
right_child=-2 -3 3 5 -6 6 -8
leaf_value=-8.7862855937997569e-05 -0.00034498946614385938 0.00034996409653367366 -0.00052664626344774482 -0.00025554054913550888 0.00050609447819681668 -5.9370335161055365e-05 0.00040273137680370616
leaf_weight=0.0016613706764688572 0.0010189039731904126 0.0010033379693707807 0.0011635770168637637 0.0011686813314501611 0.0011405213110381581 0.0010421967322592025 0.0010945402450534781
leaf_count=881 285 179 300 213 391 571 301
internal_value=0 3.01977e-05 -1.39282e-05 -0.000119156 0.00015391 2.42888e-05 0.000177341
internal_weight=0 0.00827423 0.00727089 0.004469 0.00280189 0.00330542 0.00213674
internal_count=3121 2836 2657 1385 1272 1085 872
is_linear=0
shrinkage=0.00196078


Tree=7770
num_leaves=7
num_cat=0
split_feature=50 42 3 3 2 4
split_gain=2.89968e-05 3.28443e-05 3.85649e-05 3.47036e-05 0.000161626 7.53569e-05
threshold=0.079410000000000008 -1.0000000180025095e-35 -0.10831999999999999 0.090900000000000009 0.10613000000000002 0.053180000000000012
decision_type=2 2 2 2 2 2
left_child=1 -1 -3 5 -5 -4
right_child=-2 2 3 4 -6 -7
leaf_value=-0.00023934973566780643 -0.00030392123392378152 0.00035835762941171579 -0.00044919408203899326 0.00075215160054751108 -0.00022406322134321138 0.00021854033183051175
leaf_weight=0.0014240391446809558 0.0011218936959801829 0.0015654351819466361 0.0014604752764400123 0.0010816254150704278 0.0016417763130058011 0.0011706284140119317
leaf_count=704 609 255 961 127 169 296
internal_value=0 3.18337e-05 8.76399e-05 8.49327e-06 0.00016365 -0.000152106
internal_weight=0 0.00834398 0.00691994 0.00535451 0.0027234 0.0026311
internal_count=3121 2512 1808 1553 296 1257
is_linear=0
shrinkage=0.00196078


Tree=7771
num_leaves=7
num_cat=0
split_feature=51 43 43 160 12 16
split_gain=1.11935e-05 2.07524e-05 3.86138e-05 3.34679e-05 5.36497e-05 2.1125e-05
threshold=-0.076794999999999988 -0.15323999999999996 -0.0037449999999999996 1.0000000180025095e-35 0.090020000000000017 -0.25582999999999995
decision_type=2 2 2 2 2 2
left_child=-1 -2 -3 4 5 -4
right_child=1 2 3 -5 -6 -7
leaf_value=-0.0082779552725830031 0.014052775100857926 -0.015217064075971096 0.0064404039512164085 -0.011244657700624137 -0.010359085293187586 0.025821213800322852
leaf_weight=0.0013820575292783927 0.0011183630043543101 0.0014110687607534903 0.001000869268708417 0.0011075202438561374 0.0010086223126934395 0.001283808098764646
leaf_count=537 223 1370 156 137 346 352
internal_value=0 0.00157818 -0.000822268 0.00379325 0.00885042 0.0173309
internal_weight=0 0.00693025 0.00581189 0.00440082 0.0032933 0.00228468
internal_count=3121 2584 2361 991 854 508
is_linear=0
shrinkage=0.1


Tree=7772
num_leaves=6
num_cat=0
split_feature=43 16 0 2 4
split_gain=1.29147e-05 2.28756e-05 3.4873e-05 1.87561e-05 3.35438e-05
threshold=-0.24021999999999996 0.22339500000000004 -0.077999999999999986 0.089775000000000008 0.23246000000000003
decision_type=2 2 2 2 2
left_child=-1 2 3 -2 -5
right_child=1 -3 -4 4 -6
leaf_value=-0.010252157727080994 -0.0093355682023224355 -0.011535789080198033 0.015975949316679151 0.014647260980346292 -0.007567413491664704
leaf_weight=0.0010800167912136246 0.0016294991783698341 0.0011384813249239005 0.001718118305081116 0.0014484882326819234 0.0012807201975993502
leaf_count=166 1191 414 696 447 207
internal_value=0 0.00147293 0.00391009 -0.000846043 0.00422271
internal_weight=0 0.00721531 0.00607683 0.00435871 0.00272921
internal_count=3121 2955 2541 1845 654
is_linear=0
shrinkage=0.1


Tree=7773
num_leaves=8
num_cat=0
split_feature=4 16 48 42 2 1 15
split_gain=3.13475e-05 2.81496e-05 4.08689e-05 6.26733e-05 3.48879e-05 3.54734e-05 1.82447e-05
threshold=0.26790000000000008 -0.094359999999999986 0.091545000000000015 0.086325000000000013 0.097220000000000015 0.089875000000000024 -0.03241999999999999
decision_type=2 2 2 2 2 2 2
left_child=1 6 3 4 5 -3 -1
right_child=-2 2 -4 -5 -6 -7 -8
leaf_value=-4.5797266124494853e-05 0.00026052492240645389 -0.0003085146978197567 0.00035583708673373924 -0.00047102940333547367 0.0003704060478974926 0.00018822868543741085 -0.00040584469250106012
leaf_weight=0.0010172599202660953 0.001511423069637194 0.0011253185685664846 0.0011452475311979253 0.0010755608839198745 0.0010436569815417589 0.0010862170028532851 0.001155990938233243
leaf_count=262 377 795 267 772 310 158 180
internal_value=0 -4.84993e-05 2.64349e-05 -6.0674e-05 7.49132e-05 -6.45344e-05 -0.000237313
internal_weight=0 0.00764925 0.005476 0.00433075 0.00325519 0.00221154 0.00217325
internal_count=3121 2744 2302 2035 1263 953 442
is_linear=0
shrinkage=0.00196078


Tree=7774
num_leaves=7
num_cat=0
split_feature=52 52 12 12 4 16
split_gain=2.06515e-05 2.96034e-05 3.92075e-05 4.20319e-05 5.91098e-05 3.46218e-05
threshold=0.15116000000000002 0.10024500000000001 0.097825000000000009 0.084100000000000022 0.08184000000000001 -0.056919999999999991
decision_type=2 2 2 2 2 2
left_child=1 2 3 4 5 -1
right_child=-2 -3 -4 -5 -6 -7
leaf_value=0.00042293756929779821 -0.00027113388762951352 0.00033251379386305271 0.00030138823261808916 -0.00033453467425429811 -0.00031169411763646752 -1.5627672148348608e-05
leaf_weight=0.0012827024583910392 0.0010309543205475292 0.0010396153297532662 0.0012034417735563938 0.0018250137326102098 0.0013654499283986435 0.0015029326279751981
leaf_count=189 377 236 379 1258 272 410
internal_value=0 2.32715e-05 -2.15075e-05 -8.65309e-05 2.25033e-05 0.000186319
internal_weight=0 0.00821916 0.00717954 0.0059761 0.00415109 0.00278564
internal_count=3121 2744 2508 2129 871 599
is_linear=0
shrinkage=0.00196078


Tree=7775
num_leaves=6
num_cat=0
split_feature=50 4 16 48 52
split_gain=1.34816e-05 2.50649e-05 3.0453e-05 4.33944e-05 2.98852e-05
threshold=1.0000000180025095e-35 0.36766000000000004 -0.094359999999999986 0.084855000000000014 0.08976000000000002
decision_type=2 2 2 2 2
left_child=1 2 -1 4 -4
right_child=-2 -3 3 -5 -6
leaf_value=-0.011501394167065035 -0.010918441764581063 0.015831884110789823 -0.010152486845276623 0.020865027581323674 0.0092429780835693639
leaf_weight=0.0019030655055844673 0.0010041280299115411 0.0010381307325560635 0.0019168985560661168 0.0010972256270916519 0.0013566867323821297
leaf_count=363 627 303 1103 344 381
internal_value=0 0.00143871 -0.000942914 0.00365428 -0.00211434
internal_weight=0 0.00731201 0.00627388 0.00437081 0.00327359
internal_count=3121 2494 2191 1828 1484
is_linear=0
shrinkage=0.1


Tree=7776
num_leaves=6
num_cat=0
split_feature=16 52 0 0 2
split_gain=1.27417e-05 3.93616e-05 4.04177e-05 3.32556e-05 8.15098e-05
threshold=0.38525000000000004 0.10160000000000001 -0.077999999999999986 -0.10607499999999999 0.11215000000000001
decision_type=2 2 2 2 2
left_child=1 2 3 4 -1
right_child=-2 -3 -4 -5 -6
leaf_value=0.014937390910246526 0.0095762824504583965 -0.017102270579167776 0.01531162316242448 -0.017142379677554265 -0.019795010799016289
leaf_weight=0.0018838526043969421 0.001180164462733912 0.0013375674093639772 0.001624043519375484 0.0012234325829227305 0.001053556861633632
leaf_count=297 311 591 575 1197 150
internal_value=0 -0.00164221 0.00193243 -0.00328969 0.00247997
internal_weight=0 0.00712245 0.00578489 0.00416084 0.00293741
internal_count=3121 2810 2219 1644 447
is_linear=0
shrinkage=0.1


Tree=7777
num_leaves=6
num_cat=0
split_feature=157 42 42 0 1
split_gain=1.19203e-05 2.81151e-05 3.88371e-05 4.288e-05 3.84526e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 0.092145000000000019 -0.060129999999999996 0.094385000000000011
decision_type=2 2 2 2 2
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leaf_weight=0.0010532614933624219 0.0013583353743746506 0.0017016550531953104 0.00121457757214238 0.0012325427309446135 0.0017225545762526921
leaf_count=571 795 654 592 203 306
internal_value=0 0.0014046 0.00440407 0.00855769 0.00280055
internal_weight=0 0.00722967 0.00587133 0.00465675 0.00342421
internal_count=3121 2550 1755 1163 960
is_linear=0
shrinkage=0.1


Tree=7778
num_leaves=7
num_cat=0
split_feature=16 52 0 47 15 49
split_gain=1.05947e-05 2.31955e-05 2.9222e-05 5.15711e-05 4.2888e-05 5.69614e-05
threshold=-0.48836499999999994 0.11434500000000002 -0.019414999999999998 1.0000000180025095e-35 0.035560000000000008 -0.006494999999999999
decision_type=2 2 2 2 2 2
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leaf_value=0.0082802831287617524 -0.0039320672196915428 -0.01511050645815832 0.012859848394003346 -0.022203457302294033 -0.012595840649672905 0.028673748527345111
leaf_weight=0.0012918609425136103 0.0011478061183835841 0.0010720648023384381 0.0015137216650373785 0.0010820466092807961 0.0011553764064213138 0.0010048287645991706
leaf_count=274 332 428 287 283 908 609
internal_value=0 -0.00157864 0.000878602 -0.00325261 0.00294619 0.011288
internal_weight=0 0.00697584 0.00590378 0.00439006 0.00330801 0.00215263
internal_count=3121 2847 2419 2132 1849 941
is_linear=0
shrinkage=0.1


Tree=7779
num_leaves=6
num_cat=0
split_feature=157 16 16 1 0
split_gain=1.22831e-05 2.41754e-05 3.60045e-05 3.34564e-05 4.4127e-05
threshold=-1.0000000180025095e-35 0.38525000000000004 -0.056919999999999991 0.085110000000000005 -0.14920999999999998
decision_type=2 2 2 2 2
left_child=-1 2 3 -2 -5
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leaf_value=-0.010166054687797793 -0.010725124454761394 0.015033035644251833 -0.012775399471627586 -0.0020779281169757999 0.021672380213519683
leaf_weight=0.0010448782870929865 0.00113356000707154 0.0011067144243265582 0.001828015035016629 0.0016297785814418544 0.0015043854231184986
leaf_count=571 863 224 754 159 550
internal_value=0 0.00143606 -0.00103255 0.00399732 0.00932212
internal_weight=0 0.00720245 0.00609574 0.00426772 0.00313416
internal_count=3121 2550 2326 1572 709
is_linear=0
shrinkage=0.1


Tree=7780
num_leaves=7
num_cat=0
split_feature=50 15 16 2 52 2
split_gain=3.09892e-05 4.39258e-05 5.03439e-05 9.1205e-05 4.97501e-05 3.75415e-05
threshold=0.079410000000000008 -0.15026499999999995 -0.084119999999999986 0.092875000000000013 0.0031350000000000002 0.084245000000000014
decision_type=2 2 2 2 2 2
left_child=1 -1 3 -3 5 -4
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leaf_value=0.00041737019773385427 -0.00031705068595417783 7.1465579509440172e-05 0.0001782370208583249 -0.000665208575589443 0.0003656956490107801 -0.00028918240656361613
leaf_weight=0.0010138742239403798 0.0010861819607770216 0.0015709696893323694 0.0012956354862954747 0.0010975755364596611 0.0017557171513842207 0.0013479161942447919
leaf_count=318 609 418 276 238 513 749
internal_value=0 3.56991e-05 -1.90514e-05 -0.000231529 0.000109835 -6.00947e-05
internal_weight=0 0.00808169 0.00706781 0.00266855 0.00439927 0.00264355
internal_count=3121 2512 2194 656 1538 1025
is_linear=0
shrinkage=0.00196078


Tree=7781
num_leaves=7
num_cat=0
split_feature=50 484 42 16 52 13
split_gain=3.82258e-05 4.24348e-05 3.45548e-05 4.69992e-05 4.90379e-05 2.54907e-05
threshold=0.079410000000000008 0.073690000000000019 -1.0000000180025095e-35 -0.36241499999999999 -1.0000000180025095e-35 -0.082199999999999981
decision_type=2 2 2 2 2 2
left_child=1 2 -1 -4 -5 -6
right_child=-2 -3 3 4 5 -7
leaf_value=-0.00030500221204196403 -0.0003546160395633297 0.00041080551190054732 -0.00023490644248348925 -9.029832182817096e-05 0.00010256825804373988 0.00050672038346950376
leaf_weight=0.0013148287229787824 0.0010957053733011779 0.0010141443996162808 0.0016463027627178772 0.0018040940856045269 0.0010413910862051734 0.0014156064483651406
leaf_count=658 609 340 294 673 257 290
internal_value=0 3.52203e-05 -1.75194e-05 4.64666e-05 0.000155177 0.000335422
internal_weight=0 0.00823637 0.00722222 0.00590739 0.00426109 0.002457
internal_count=3121 2512 2172 1514 1220 547
is_linear=0
shrinkage=0.00196078


Tree=7782
num_leaves=7
num_cat=0
split_feature=43 4 15 13 1 3
split_gain=1.04662e-05 2.85214e-05 2.9731e-05 4.89636e-05 4.14305e-05 4.52969e-05
threshold=-0.24021999999999996 -0.35136499999999998 -0.0063699999999999989 -0.016469999999999995 0.094385000000000011 0.10893000000000001
decision_type=2 2 2 2 2 2
left_child=-1 -2 4 -4 -3 -6
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leaf_value=-0.0092655069549272117 -0.013195291369542575 -0.016643953085856297 -0.0020557492832726748 0.026510932589305938 0.017796999659837113 -0.0097476659918179394
leaf_weight=0.0010713719527740513 0.001138278468202956 0.0012221875133658767 0.0011617151046252354 0.0012409097808155538 0.0013847337501750679 0.0010495286693438118
leaf_count=166 225 897 729 482 459 163
internal_value=0 0.00132843 0.00405691 0.0126984 -0.00162135 0.00592116
internal_weight=0 0.00719735 0.00605907 0.00240262 0.00365645 0.00243426
internal_count=3121 2955 2730 1211 1519 622
is_linear=0
shrinkage=0.1


Tree=7783
num_leaves=7
num_cat=0
split_feature=50 42 43 52 2 1
split_gain=2.07349e-05 2.99963e-05 2.51596e-05 2.85875e-05 5.75858e-05 4.70329e-05
threshold=0.079410000000000008 -1.0000000180025095e-35 -0.074359999999999996 -0.069804999999999992 0.10613000000000002 0.08844500000000001
decision_type=2 2 2 2 2 2
left_child=1 -1 -3 -4 5 -5
right_child=-2 2 3 4 -6 -7
leaf_value=-0.00023688434258306457 -0.00026481466523534591 0.00028010108478775618 -0.00023283058721278375 1.9372575362518392e-05 -0.00019588249404396861 0.00061825648831803496
leaf_weight=0.0013773432704880829 0.0010656096549036707 0.0017849286512163854 0.0013637213120058444 0.0010160911829184805 0.0014490508706334155 0.0010007020108748306
leaf_count=704 609 693 298 430 220 167
internal_value=0 2.6365e-05 8.11816e-05 7.66427e-06 0.000102293 0.00031653
internal_weight=0 0.00799184 0.00661449 0.00482957 0.00346584 0.00201679
internal_count=3121 2512 1808 1115 817 597
is_linear=0
shrinkage=0.00196078


Tree=7784
num_leaves=8
num_cat=0
split_feature=50 15 16 2 48 13 0
split_gain=2.93095e-05 3.06803e-05 4.39307e-05 6.61503e-05 6.50326e-05 3.40939e-05 3.83566e-05
threshold=0.079410000000000008 -0.14809499999999998 -0.094359999999999986 0.092365000000000017 0.084855000000000014 -0.033284999999999988 -0.055064999999999996
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 -3 5 -4 -7
right_child=-2 2 4 -5 -6 6 -8
leaf_value=0.00035324610277906221 -0.00031571168483104136 6.7845537378996565e-05 -0.00028213154190031073 -0.00061256667958116927 0.00050535814785275784 0.00037237662652445336 -0.00015843022748161903
leaf_weight=0.001011782028066132 0.0010399473736362906 0.0012177545754815497 0.0013339054393429893 0.001000843245032725 0.0011296418119140475 0.0010956465948200426 0.0010020898090807836
leaf_count=330 609 185 782 213 300 511 191
internal_value=0 3.47439e-05 -1.27871e-05 -0.000239099 9.72903e-05 -3.70391e-05 0.00011881
internal_weight=0 0.00779166 0.00677988 0.0022186 0.00456128 0.00343164 0.00209774
internal_count=3121 2512 2182 398 1784 1484 702
is_linear=0
shrinkage=0.00196078


Tree=7785
num_leaves=7
num_cat=0
split_feature=1 15 43 52 1 4
split_gain=2.8214e-05 5.77515e-05 4.18733e-05 5.07519e-05 5.21551e-05 3.66038e-05
threshold=0.10557500000000002 -0.15026499999999995 -0.083134999999999987 0.090245000000000006 0.089175000000000018 0.098655000000000007
decision_type=2 2 2 2 2 2
left_child=2 -2 -1 4 -4 -3
right_child=1 5 3 -5 -6 -7
leaf_value=0.00017575634483122646 0.00051397871728635217 0.00018964896622029556 0.00013801031213769971 -0.00054021484966239569 -0.00039358542815545776 -0.0002795764180319171
leaf_weight=0.0016517546196258871 0.0010691538467217689 0.0013760130803381146 0.0019123950977286142 0.0011672120900233503 0.0011281517840207437 0.0011936466862127188
leaf_count=664 255 299 970 478 349 106
internal_value=0 0.000131022 -8.88014e-05 -0.000192653 -5.92307e-05 -2.83135e-05
internal_weight=0 0.00363881 0.00585951 0.00420776 0.00304055 0.00256966
internal_count=3121 660 2461 1797 1319 405
is_linear=0
shrinkage=0.00196078


Tree=7786
num_leaves=6
num_cat=0
split_feature=50 15 16 4 52
split_gain=1.18274e-05 2.377e-05 3.58455e-05 2.91918e-05 5.58078e-05
threshold=1.0000000180025095e-35 -0.10653 -0.094359999999999986 0.0052350000000000009 1.0000000180025095e-35
decision_type=2 2 2 2 2
left_child=1 -1 -3 4 -4
right_child=-2 2 3 -5 -6
leaf_value=0.01245118545702472 -0.010234843978860667 -0.014360318994373754 -0.018064813204507941 0.014584009700667972 0.010728250894039778
leaf_weight=0.0015247896501534497 0.0010029282337338649 0.001591178192672388 0.0012784587324648662 0.0014763842289612665 0.001421797446478603
leaf_count=454 627 324 834 227 655
internal_value=0 0.00134732 -0.00158811 0.00327773 -0.00290406
internal_weight=0 0.00729261 0.00576782 0.00417664 0.00270026
internal_count=3121 2494 2040 1716 1489
is_linear=0
shrinkage=0.1


Tree=7787
num_leaves=8
num_cat=0
split_feature=50 15 47 3 3 3 52
split_gain=2.16261e-05 2.79777e-05 4.67748e-05 6.28686e-05 5.33148e-05 5.79266e-05 4.14882e-05
threshold=0.079410000000000008 -0.15026499999999995 0.096175000000000024 0.10542000000000001 0.013900000000000001 -0.069009999999999974 0.083680000000000018
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 4 5 6 -3
right_child=-2 2 -4 -5 -6 -7 -8
leaf_value=0.00033207595691114546 -0.00026970079569540019 -0.00035182707007595429 -0.00036531132140629925 0.00043896144545926092 -0.00043815723598558481 0.00046099681175300756 0.00015916883182062931
leaf_weight=0.001015567387759559 0.0010630526128860172 0.0012268980956475146 0.0012187066796993879 0.0012899471055575519 0.0010531944192883197 0.0010092511233427207 0.0012166310599771313
leaf_count=318 609 817 185 135 110 330 617
internal_value=0 2.79029e-05 -1.61348e-05 5.72864e-05 -5.19775e-05 6.58181e-05 -9.74027e-05
internal_weight=0 0.0080302 0.00701463 0.00579592 0.00450597 0.00345278 0.00244353
internal_count=3121 2512 2194 2009 1874 1764 1434
is_linear=0
shrinkage=0.00196078


Tree=7788
num_leaves=7
num_cat=0
split_feature=47 16 4 4 13 1
split_gain=3.37136e-05 4.45517e-05 5.01461e-05 5.22887e-05 4.05527e-05 6.37079e-05
threshold=0.11926500000000002 -0.48836499999999994 0.055260000000000011 0.0061450000000000003 -0.095304999999999987 0.086560000000000012
decision_type=2 2 2 2 2 2
left_child=1 -1 3 4 -3 -6
right_child=-2 2 -4 -5 5 -7
leaf_value=0.00036432023701382296 -0.00035007583591265538 0.00027087958603083483 -0.00034650886014227065 0.00044259123296606765 6.7138407388088697e-05 -0.0004954127755835468
leaf_weight=0.0012947190253813582 0.0010053691378831718 0.0011919788351201221 0.001522352544368554 0.0010791105764040281 0.001988343671201858 0.0012672765043446931
leaf_count=249 112 171 399 166 1362 662
internal_value=0 3.00033e-05 -3.14016e-05 5.53959e-05 -3.85484e-05 -0.000151839
internal_weight=0 0.00834378 0.00704906 0.00552671 0.0044476 0.00325562
internal_count=3121 3009 2760 2361 2195 2024
is_linear=0
shrinkage=0.00196078


Tree=7789
num_leaves=7
num_cat=0
split_feature=11 13 1 3 2 4
split_gain=5.88316e-05 7.19561e-05 8.38218e-05 4.81386e-05 6.34315e-05 8.06556e-05
threshold=0.076920000000000002 -0.084034999999999985 0.083345000000000016 0.10893000000000001 0.092120000000000021 0.0061450000000000003
decision_type=2 2 2 2 2 2
left_child=1 2 -1 4 5 -3
right_child=-2 3 -4 -5 -6 -7
leaf_value=-1.7230217191953481e-05 -0.00045989691759046856 -0.00046101773023864395 0.00071458091438075723 -0.00040549359050027795 0.0002993006115528952 0.00015654041570455643
leaf_weight=0.0012887259235481905 0.0010265997227154053 0.0016262800655540176 0.0011288599806363378 0.0013236293684050215 0.0018916452719816481 0.0016260806873660196
leaf_count=536 226 1006 313 108 745 187
internal_value=0 3.58694e-05 0.000324479 -7.20123e-05 1.37974e-05 -0.000152258
internal_weight=0 0.00888522 0.00241759 0.00646764 0.00514401 0.00325236
internal_count=3121 2895 849 2046 1938 1193
is_linear=0
shrinkage=0.00196078


Tree=7790
num_leaves=6
num_cat=0
split_feature=15 48 0 4 4
split_gain=1.14444e-05 2.58428e-05 3.49733e-05 5.18439e-05 4.30691e-05
threshold=-0.11713499999999999 0.092475000000000016 -0.10011499999999998 0.053180000000000012 -0.082109999999999975
decision_type=2 2 2 2 2
left_child=-1 2 3 -2 -4
right_child=1 -3 4 -5 -6
leaf_value=-0.0079124772341570143 -0.0054744678885861094 0.015960585773442601 0.0033506110214008449 0.025628250426951646 -0.018563406245353246
leaf_weight=0.0015224074975434465 0.001143082496415287 0.0010682236917753255 0.0018973559826993079 0.00100896126884524 0.0017007960467524902
leaf_count=484 221 224 639 141 1412
internal_value=0 0.00167698 -0.00097651 0.00910769 -0.00700784
internal_weight=0 0.00681842 0.0057502 0.00215204 0.00359815
internal_count=3121 2637 2413 362 2051
is_linear=0
shrinkage=0.1


Tree=7791
num_leaves=7
num_cat=0
split_feature=457 1 1 42 52 2
split_gain=1.15105e-05 2.09865e-05 5.15238e-05 2.16914e-05 3.12003e-05 1.16088e-05
threshold=0.045365000000000009 0.111945 0.092695000000000013 0.086325000000000013 0.0060650000000000009 0.113445
decision_type=2 2 2 2 2 2
left_child=1 2 3 4 -1 -3
right_child=-2 5 -4 -5 -6 -7
leaf_value=0.015044281027794711 0.0095621663938369253 -0.00062755593727236597 -0.021353009141863208 -0.011177375491370267 -0.0066902288173443809 0.014205441127927541
leaf_weight=0.0015642815698632116 0.0010805979611873146 0.0010408303571945597 0.0013950804042700288 0.0010309266791575849 0.0011431410667596099 0.0010700867130527929
leaf_count=653 289 195 416 762 547 259
internal_value=0 -0.00150169 -0.00495314 0.00116698 0.00586743 0.00689173
internal_weight=0 0.00724435 0.00513343 0.00373835 0.00270742 0.00211092
internal_count=3121 2832 2378 1962 1200 454
is_linear=0
shrinkage=0.1


Tree=7792
num_leaves=7
num_cat=0
split_feature=13 3 1 0 0 16
split_gain=1.04574e-05 3.56104e-05 3.36028e-05 2.19484e-05 3.43371e-05 3.56711e-05
threshold=-0.010739999999999998 -0.078934999999999991 0.08844500000000001 -0.019414999999999998 -0.099059999999999995 -0.070454999999999976
decision_type=2 2 2 2 2 2
left_child=1 -1 -3 4 5 -2
right_child=3 2 -4 -5 -6 -7
leaf_value=-0.0088077368061158217 -0.0097729522094483802 -0.00020405969595470777 0.02478740925310681 0.0093031772576126544 -0.021500828437422972 0.0141575957836145
leaf_weight=0.001319452894913547 0.0016078297401973204 0.001096693879419268 0.0010561164669863855 0.0011067237175783622 0.001107205729313178 0.0010168134091923108
leaf_count=1074 160 362 474 245 665 141
internal_value=0 0.00412791 0.0120561 -0.00306442 -0.00673217 -0.000502015
internal_weight=0 0.00347226 0.00215281 0.00483857 0.00373185 0.00262464
internal_count=3121 1910 836 1211 966 301
is_linear=0
shrinkage=0.1


Tree=7793
num_leaves=7
num_cat=0
split_feature=157 42 42 0 48 12
split_gain=1.1023e-05 2.40576e-05 3.64813e-05 3.89176e-05 3.68365e-05 2.67939e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 0.092145000000000019 -0.23001499999999997 0.083685000000000009 0.090455000000000021
decision_type=2 2 2 2 2 2
left_child=-1 -2 3 -3 5 -5
right_child=1 2 -4 4 -6 -7
leaf_value=-0.0096533010014621494 -0.010671727960983222 -0.0085371411236077367 -0.011301550171456343 -0.0025419796503048627 0.028946854338126396 0.018085721822341302
leaf_weight=0.0010453231326457545 0.0013572436866800689 0.0010790381255132396 0.0012201069223697547 0.001414445750233936 0.0010433848069556777 0.0011349881823791009
leaf_count=571 795 92 592 634 281 156
internal_value=0 0.00133106 0.00409597 0.0081172 0.013119 0.00664131
internal_weight=0 0.00724921 0.00589196 0.00467186 0.00359282 0.00254943
internal_count=3121 2550 1755 1163 1071 790
is_linear=0
shrinkage=0.1


Tree=7794
num_leaves=7
num_cat=0
split_feature=47 4 4 3 52 0
split_gain=3.05414e-05 6.76727e-05 8.12658e-05 5.47876e-05 2.90063e-05 3.5255e-05
threshold=0.11926500000000002 0.24564500000000003 0.055260000000000011 0.10299500000000002 -0.0064899999999999992 -0.083914999999999976
decision_type=2 2 2 2 2 2
left_child=1 2 3 4 -1 -6
right_child=-2 -3 -4 -5 5 -7
leaf_value=-0.0002663032664146357 -0.00033074272440835749 0.00036419963057854012 -0.00056901803741183352 0.00038919886276302584 0.00034560052444733918 -0.00011425100528113943
leaf_weight=0.001777407002399227 0.0010074337188885731 0.0018356498429228174 0.0010244545577322208 0.0012741504607546947 0.0010141309093798429 0.0017420235945576727
leaf_count=923 112 398 235 122 543 788
internal_value=0 2.99539e-05 -5.98505e-05 2.99644e-05 -7.09978e-05 5.4952e-05
internal_weight=0 0.00866782 0.00683217 0.00580771 0.00453356 0.00275615
internal_count=3121 3009 2611 2376 2254 1331
is_linear=0
shrinkage=0.00196078


Tree=7795
num_leaves=8
num_cat=0
split_feature=11 2 52 52 2 52 3
split_gain=3.13392e-05 4.01027e-05 4.86841e-05 4.75503e-05 0.000157055 3.09079e-05 3.17042e-05
threshold=1.0000000180025095e-35 0.089775000000000008 -0.013374999999999998 0.10347000000000002 0.10613000000000002 -0.066844999999999988 -0.078934999999999991
decision_type=2 2 2 2 2 2 2
left_child=1 5 -3 4 -4 -1 -7
right_child=-2 2 3 -5 -6 6 -8
leaf_value=-0.00040994019437228364 -0.00033428947402773616 0.00041769540259958495 0.00038361947856231182 0.00030064684219544387 -0.00069386618062900732 -0.00026031470617405108 0.00020695403029432767
leaf_weight=0.0010677096923513135 0.0010046309971839329 0.0016575479105891871 0.0010009007945360835 0.0013084682595664913 0.0010827144389752561 0.0010213787884794032 0.0012312509001516847
leaf_count=363 244 499 252 330 203 878 352
internal_value=0 3.22198e-05 0.000142276 7.69231e-06 -0.000176277 -0.000135156 -4.91318e-06
internal_weight=0 0.00836997 0.00504963 0.00339208 0.00208362 0.00332034 0.00225263
internal_count=3121 2877 1284 785 455 1593 1230
is_linear=0
shrinkage=0.00196078


Tree=7796
num_leaves=6
num_cat=0
split_feature=403 13 4 4 2
split_gain=9.84835e-06 5.23822e-05 5.81972e-05 2.90165e-05 4.46776e-05
threshold=0.03138500000000001 0.11217000000000001 -0.062539999999999984 0.033845000000000007 0.10803500000000001
decision_type=2 2 2 2 2
left_child=1 2 -1 -4 -5
right_child=-2 -3 3 4 -6
leaf_value=-0.020949899704078054 0.009043438720525045 0.017876097142756359 0.012039255036868406 0.0071480343316147723 -0.017756344281403588
leaf_weight=0.0016783344666640313 0.0010404673054457145 0.0011854367479730496 0.0015334923768628387 0.0014784674726935527 0.0014047814202889075
leaf_count=995 376 172 937 336 305
internal_value=0 -0.00135753 -0.00509829 0.00092522 -0.00498592
internal_weight=0 0.00728051 0.00609508 0.00441674 0.00288325
internal_count=3121 2745 2573 1578 641
is_linear=0
shrinkage=0.1


Tree=7797
num_leaves=7
num_cat=0
split_feature=4 150 13 0 43 13
split_gain=1.07417e-05 1.75985e-05 2.99053e-05 3.3224e-05 4.91276e-05 2.94036e-05
threshold=0.27044500000000005 0.086615000000000011 -0.13710499999999998 -0.10011499999999998 -0.0030899999999999994 -0.0034749999999999994
decision_type=2 2 2 2 2 2
left_child=1 2 -1 -4 5 -5
right_child=-2 -3 3 4 -6 -7
leaf_value=-0.014833792847346598 0.008146672777166096 -0.013467560930728116 0.01519187050829978 0.018489773095691293 -0.019728567075046954 -0.0051144705648072985
leaf_weight=0.0010457040690986553 0.0013400693290220346 0.0010639912510348902 0.0016779752212646212 0.0010499536312895599 0.001063784320922698 0.0010610628774419132
leaf_count=130 365 269 297 1088 625 347
internal_value=0 -0.00163015 0.000505132 0.00381045 -0.00220496 0.00662554
internal_weight=0 0.00696247 0.00589848 0.00485278 0.0031748 0.00211102
internal_count=3121 2756 2487 2357 2060 1435
is_linear=0
shrinkage=0.1


Tree=7798
num_leaves=7
num_cat=0
split_feature=43 16 133 2 3 16
split_gain=9.92632e-06 2.39051e-05 3.49314e-05 4.32065e-05 5.56889e-05 4.86769e-05
threshold=-0.24021999999999996 0.22339500000000004 0.083950000000000011 0.10045500000000002 0.11924500000000002 -0.088159999999999988
decision_type=2 2 2 2 2 2
left_child=-1 2 3 5 -5 -2
right_child=1 -3 -4 4 -6 -7
leaf_value=-0.0090113356643669422 0.0042183960659940975 -0.012015418277152363 0.019598912119291847 0.027171075912537868 -0.005001401671333932 -0.022287460180768732
leaf_weight=0.0010750074482386513 0.0014936065795141589 0.0011374559001689731 0.0011351556055633283 0.0010563638085684429 0.0010964698387292697 0.0012923333102655306
leaf_count=166 462 414 849 284 161 785
internal_value=0 0.00128925 0.00378079 0.000145067 0.0107852 -0.00807706
internal_weight=0 0.00721139 0.00607393 0.00493877 0.00215283 0.00278594
internal_count=3121 2955 2541 1692 445 1247
is_linear=0
shrinkage=0.1


Tree=7799
num_leaves=8
num_cat=0
split_feature=50 16 1 48 0 43 4
split_gain=2.08873e-05 2.43745e-05 4.17088e-05 3.42318e-05 2.98186e-05 1.62058e-05 2.5051e-06
threshold=0.079410000000000008 0.0047850000000000011 1.0000000180025095e-35 0.086260000000000017 -0.052984999999999997 -0.0047449999999999992 0.053925000000000008
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 6 -3 -6 -4
right_child=-2 4 3 -5 5 -7 -8
leaf_value=-0.00035477344263585881 -0.00027156544490866517 0.00043927990983095639 0.00028651621312354958 -0.0001783962008034715 -0.0001486654140365581 0.00020231577478421861 0.00014822928230642592
leaf_weight=0.0013419889190950389 0.0010294042625899674 0.0010052897453605831 0.0010099292724092242 0.0014391885573604942 0.0010156689182166862 0.0010074848569227397 0.0010046540541793153
leaf_count=1098 609 416 213 201 133 169 282
internal_value=0 2.55453e-05 -6.14225e-05 5.25612e-05 0.000163265 2.61153e-05 0.000217554
internal_weight=0 0.0078242 0.00479576 0.00345377 0.00302844 0.00202315 0.00201458
internal_count=3121 2512 1794 696 718 302 495
is_linear=0
shrinkage=0.00196078


Tree=7800
num_leaves=7
num_cat=0
split_feature=16 43 1 13 3 52
split_gain=1.14119e-05 3.77128e-05 3.1388e-05 5.46054e-05 1.98293e-05 2.88175e-05
threshold=0.38525000000000004 0.08845500000000002 1.0000000180025095e-35 -0.0025349999999999995 0.0051600000000000005 -0.0064899999999999992
decision_type=2 2 2 2 2 2
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right_child=-2 -3 3 4 5 -7
leaf_value=-0.011772090102005896 0.0090611303014157159 -0.019464935926560428 0.020428395489856328 0.0088082905661891545 -0.019690208838849577 0.003966155827969468
leaf_weight=0.0013937407713773666 0.0011791325014630224 0.0010093551793803075 0.0015843909425284504 0.001049497278071502 0.0010491249479464421 0.001011347009376079
leaf_count=1312 311 292 737 237 120 112
internal_value=0 -0.0015625 0.00140557 0.00531798 -0.0023801 -0.00807889
internal_weight=0 0.00709746 0.0060881 0.00469436 0.00310997 0.00206047
internal_count=3121 2810 2518 1206 469 232
is_linear=0
shrinkage=0.1


Tree=7801
num_leaves=7
num_cat=0
split_feature=15 48 49 0 13 43
split_gain=1.2457e-05 1.96336e-05 3.36086e-05 6.35257e-05 3.60088e-05 4.16971e-05
threshold=-0.11713499999999999 0.092475000000000016 -0.058769999999999996 -0.10011499999999998 -0.083764999999999992 -0.088004999999999986
decision_type=2 2 2 2 2 2
left_child=-1 2 -2 -4 -5 -6
right_child=1 -3 3 4 5 -7
leaf_value=-0.0082465253647210392 -0.016862345866517709 0.014320742931186107 0.020078373297735482 0.010756840275904723 0.0016280876817235579 -0.026128131065465344
leaf_weight=0.0015125284768015869 0.0010314389659472935 0.0010555251300547568 0.0014945667876027861 0.0010000878091081795 0.001087476758809312 0.0010775076542421859
leaf_count=484 268 224 248 485 306 1106
internal_value=0 0.00179452 -0.000528719 0.00308683 -0.00493669 -0.0121861
internal_weight=0 0.0067466 0.00569108 0.00465964 0.00316507 0.00216498
internal_count=3121 2637 2413 2145 1897 1412
is_linear=0
shrinkage=0.1


Tree=7802
num_leaves=7
num_cat=0
split_feature=52 160 2 52 2 3
split_gain=1.10151e-05 4.64144e-05 2.51133e-05 2.17079e-05 8.17441e-05 6.10633e-05
threshold=-0.046924999999999988 -1.0000000180025095e-35 0.089885000000000007 0.10347000000000002 0.10613000000000002 -0.059315
decision_type=2 2 2 2 2 2
left_child=2 -2 -1 4 5 -3
right_child=1 3 -4 -5 -6 -7
leaf_value=-0.0062423881169016591 -0.021358633147605204 -0.0048987970562283569 0.014040088674357312 0.014402628472231203 -0.024852861531160238 0.026708930409272316
leaf_weight=0.0010550369634151587 0.0010591500501361444 0.0015012937027051774 0.00144874129562512 0.0010608865322842623 0.0010834309537029649 0.0010309332870569749
leaf_count=404 743 858 549 204 210 153
internal_value=0 -0.00245623 0.0054935 0.00182481 -0.00186571 0.0079695
internal_weight=0 0.00573569 0.00250378 0.00467654 0.00361566 0.00253223
internal_count=3121 2168 953 1425 1221 1011
is_linear=0
shrinkage=0.1


Tree=7803
num_leaves=7
num_cat=0
split_feature=0 0 52 151 16 2
split_gain=1.06562e-05 2.39473e-05 4.53081e-05 2.66909e-05 6.88023e-05 2.75939e-05
threshold=0.041630000000000007 -0.053834999999999994 -0.081429999999999989 -0.0083949999999999979 -0.078844999999999985 0.09142500000000002
decision_type=2 2 2 2 2 2
left_child=1 2 -1 -4 5 -5
right_child=-2 -3 3 4 -6 -7
leaf_value=0.019925240417619373 0.0077077181790018547 -0.015813951366533525 -0.016159948818031407 0.0014657277449856624 -0.018219178476153754 0.023523905381125667
leaf_weight=0.0010188207026216901 0.0014608670024400432 0.0010219347320140444 0.0012065447864913789 0.0012792845509216129 0.0012098196918335371 0.0010187322066478551
leaf_count=525 252 276 316 717 728 307
internal_value=0 -0.00171137 0.000802391 -0.00333023 0.00108264 0.0112443
internal_weight=0 0.00675514 0.0057332 0.00471438 0.00350784 0.00229802
internal_count=3121 2869 2593 2068 1752 1024
is_linear=0
shrinkage=0.1


Tree=7804
num_leaves=7
num_cat=0
split_feature=131 16 12 0 4 16
split_gain=1.94027e-05 3.77115e-05 7.00167e-05 6.33269e-05 6.12116e-05 3.84818e-05
threshold=0.081165000000000001 0.0065250000000000004 0.090020000000000017 -0.10224499999999999 0.033845000000000007 0.26799500000000004
decision_type=2 2 2 2 2 2
left_child=1 2 3 4 -1 -3
right_child=-2 5 -4 -5 -6 -7
leaf_value=0.0002108568505208671 -0.00026329505571143371 0.00041581584372778863 -0.00049100195327162258 0.00036421104975417428 -0.00039628312033650388 -4.1205946072119032e-05
leaf_weight=0.0011070479221675822 0.0010368096454416919 0.0015257134256411804 0.0012080374770237264 0.0015178340499171208 0.0015082241803840483 0.0013221874746091101
leaf_count=174 504 360 635 945 218 285
internal_value=0 2.14118e-05 -7.57501e-05 4.56211e-05 -0.00013928 0.000203636
internal_weight=0 0.00818904 0.00534114 0.00413311 0.00261527 0.0028479
internal_count=3121 2617 1972 1337 392 645
is_linear=0
shrinkage=0.00196078


Tree=7805
num_leaves=6
num_cat=0
split_feature=0 12 49 0 2
split_gain=1.09395e-05 2.42218e-05 2.89174e-05 2.54047e-05 2.31446e-05
threshold=-0.060129999999999996 0.090840000000000018 -0.006494999999999999 -0.10224499999999999 0.10097500000000002
decision_type=2 2 2 2 2
left_child=1 2 -1 -4 -2
right_child=4 -3 3 -5 -6
leaf_value=-0.01051514399168894 0.012942018086473939 -0.014680123568836096 -0.0011063442928572306 0.018263656067914531 -0.0057489071602250651
leaf_weight=0.0014299685064233605 0.0015870050839063266 0.0012764379886179063 0.0016219071844275576 0.0011623553832791032 0.0011372600089006569
leaf_count=425 262 825 304 994 311
internal_value=0 -0.00261173 0.00104364 0.00698011 0.00513938
internal_weight=0 0.00549067 0.00421423 0.00278426 0.00272427
internal_count=3121 2548 1723 1298 573
is_linear=0
shrinkage=0.1


Tree=7806
num_leaves=8
num_cat=0
split_feature=50 15 16 2 48 0 4
split_gain=2.61709e-05 4.22524e-05 4.58603e-05 4.65694e-05 4.90586e-05 4.52097e-05 2.1657e-05
threshold=0.079410000000000008 -0.15026499999999995 -0.36241499999999999 0.10644500000000001 0.082620000000000013 -0.030209999999999997 0.053180000000000012
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 6 -4
right_child=-2 2 3 -5 -6 -7 -8
leaf_value=0.00040324434651512197 -0.00030065741773101776 -0.00038240809484806667 -0.00017122976385057961 0.00039307176621559335 0.00031853881855016362 -0.0004682242925922937 0.00021535519967576385
leaf_weight=0.0010222388090876978 0.0010323282781219021 0.0011440672935970437 0.0012210923694987461 0.00118860544488366 0.0010938144530472631 0.0011849073286917234 0.0010246700352840737
leaf_count=318 609 216 1103 351 265 125 134
internal_value=0 3.13627e-05 -2.4076e-05 4.76814e-05 -4.30545e-05 -0.000158343 5.15667e-06
internal_weight=0 0.0078794 0.00685716 0.00571309 0.00452448 0.00343067 0.00224576
internal_count=3121 2512 2194 1978 1627 1362 1237
is_linear=0
shrinkage=0.00196078


Tree=7807
num_leaves=7
num_cat=0
split_feature=457 15 43 52 2 3
split_gain=1.20208e-05 2.39637e-05 2.33603e-05 3.70574e-05 3.68325e-05 2.23212e-05
threshold=0.045365000000000009 0.088655000000000025 -0.04890499999999999 0.077655000000000016 0.10527500000000002 -0.080484999999999987
decision_type=2 2 2 2 2 2
left_child=1 2 5 4 -4 -1
right_child=-2 -3 3 -5 -6 -7
leaf_value=-9.6691506670300225e-05 0.0098583442297508136 -0.015718384095987737 -0.021998633638446848 0.0099051768104990775 0.001869618282492613 0.020007030198933733
leaf_weight=0.0012195505831930893 0.0010670484260136863 0.0010192570781414334 0.0013709645942938686 0.0013071358037724905 0.0012235410990114213 0.0010094073356243128
leaf_count=660 289 662 417 410 269 414
internal_value=0 -0.00152005 0.000840528 -0.00382515 -0.0107426 0.00900749
internal_weight=0 0.00714986 0.0061306 0.00390164 0.00259451 0.00222896
internal_count=3121 2832 2170 1096 686 1074
is_linear=0
shrinkage=0.1


Tree=7808
num_leaves=8
num_cat=0
split_feature=484 160 43 16 52 48 16
split_gain=3.68832e-05 4.51131e-05 4.6018e-05 5.80999e-05 6.71915e-05 4.2799e-05 8.33157e-06
threshold=0.073690000000000019 -1.0000000180025095e-35 -0.15323999999999996 0.15891500000000003 0.077655000000000016 0.086125000000000021 -0.18708499999999997
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 6 -4
right_child=-2 2 3 -5 -6 -7 -8
leaf_value=-0.0004270713690430329 0.00033084386288527771 0.00032131494495098905 0.00018839132270496287 -0.00048321114994613346 0.00040367556613349147 -0.0003767757430099186 -6.1076759982137059e-05
leaf_weight=0.0010690736630892409 0.0011011882849773892 0.0014177461641160464 0.0010165177471419401 0.0010797127851603361 0.001286165847000191 0.0014603210149665251 0.0010426243732714379
leaf_count=613 394 197 238 333 587 236 523
internal_value=0 -5.08774e-05 4.19233e-06 -7.22007e-05 2.01437e-05 -0.000120016 6.20759e-05
internal_weight=0 0.00837216 0.00730309 0.00588534 0.00480563 0.00351946 0.00205914
internal_count=3121 2727 2114 1917 1584 997 761
is_linear=0
shrinkage=0.00196078


Tree=7809
num_leaves=7
num_cat=0
split_feature=50 15 47 3 2 1
split_gain=2.46784e-05 3.34243e-05 4.29769e-05 6.23375e-05 4.22485e-05 5.90709e-05
threshold=0.079410000000000008 -0.15026499999999995 0.096175000000000024 0.10542000000000001 0.092875000000000013 0.077565000000000009
decision_type=2 2 2 2 2 2
left_child=1 -1 3 4 5 -3
right_child=-2 2 -4 -5 -6 -7
leaf_value=0.00036445598499798044 -0.00029135188607316267 -0.00025265401640481023 -0.00035248318353367297 0.00043939066457829122 -0.0003056615134551073 0.00032432498136313558
leaf_weight=0.0010124537227659278 0.0010268845433226642 0.001147587613285561 0.0012111731031892109 0.0012591439646842421 0.0016338299834038365 0.0016822332451725216
leaf_count=318 609 834 185 135 692 348
internal_value=0 3.16597e-05 -1.69331e-05 5.40828e-05 -5.46081e-05 9.03406e-05
internal_weight=0 0.00794642 0.00693397 0.00572279 0.00446365 0.00282982
internal_count=3121 2512 2194 2009 1874 1182
is_linear=0
shrinkage=0.00196078


Tree=7810
num_leaves=6
num_cat=0
split_feature=4 4 3 13 0
split_gain=1.00082e-05 1.89633e-05 3.44889e-05 3.44978e-05 2.54302e-05
threshold=0.27044500000000005 0.055260000000000011 0.096675000000000011 -0.033284999999999988 -0.077809999999999976
decision_type=2 2 2 2 2
left_child=1 2 3 -1 -5
right_child=-2 -3 -4 4 -6
leaf_value=-0.017981269113912023 0.0079011998913920464 -0.010176543024613835 0.014950176777842456 -0.0075909073769845417 0.012592466477283746
leaf_weight=0.0011347338680270215 0.0013285391914484761 0.0018698592972494973 0.0014005089562341023 0.0011854786053373274 0.0013186193417392186
leaf_count=1221 365 340 171 643 381
internal_value=0 -0.00157601 0.00161523 -0.0035171 0.00303735
internal_weight=0 0.0069092 0.00503934 0.00363883 0.0025041
internal_count=3121 2756 2416 2245 1024
is_linear=0
shrinkage=0.1


Tree=7811
num_leaves=7
num_cat=0
split_feature=484 160 49 52 4 2
split_gain=2.93161e-05 3.57694e-05 5.032e-05 4.00487e-05 6.03964e-05 4.12785e-05
threshold=0.073690000000000019 -1.0000000180025095e-35 -0.081404999999999991 0.077655000000000016 0.0052350000000000009 0.10803500000000001
decision_type=2 2 2 2 2 2
left_child=1 -1 -3 4 -4 -6
right_child=-2 2 3 -5 5 -7
leaf_value=-0.00038944682998918003 0.00030179795165755958 0.00039795441731121082 -0.00058229027001895442 0.00016284812474361263 0.00013086921116657249 -0.0003581253547114013
leaf_weight=0.0010166053201638168 0.0010561527744968229 0.0010591167357728304 0.0010500289597679749 0.0019750787552841069 0.0019569563898508228 0.0010043246961118756
leaf_count=613 394 173 788 648 293 212
internal_value=0 -4.56191e-05 3.99228e-06 -6.57078e-05 -0.000178244 -3.49743e-05
internal_weight=0 0.00806211 0.00704551 0.00598639 0.00401131 0.00296128
internal_count=3121 2727 2114 1941 1293 505
is_linear=0
shrinkage=0.00196078


Tree=7812
num_leaves=8
num_cat=0
split_feature=50 484 2 48 43 4 43
split_gain=2.59456e-05 3.9672e-05 3.15236e-05 6.44833e-05 3.82793e-05 4.05578e-05 4.02388e-05
threshold=0.079410000000000008 0.073690000000000019 0.11389000000000002 0.08975000000000001 -1.0000000180025095e-35 0.052250000000000012 -0.15879999999999997
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 4 6 -6 -1
right_child=-2 -3 -4 -5 5 -7 -8
leaf_value=1.0770751259373894e-05 -0.00029475596891238723 0.00039367042455427725 -0.00028686286790500994 0.00046718440124706465 -9.9707924237386452e-05 0.00040490067545734368 -0.00052781487749470389
leaf_weight=0.0010904579719135431 0.0010763041112398083 0.0010063598138125287 0.0013928099484237875 0.0011074391863651143 0.0015216305571816293 0.0010248325588382962 0.0010438739082293028
leaf_count=126 609 340 367 218 399 121 941
internal_value=0 2.90711e-05 -2.20243e-05 4.17032e-05 -5.89623e-05 0.000103373 -0.000252644
internal_weight=0 0.0081874 0.00718104 0.00578823 0.00468079 0.00254646 0.00213433
internal_count=3121 2512 2172 1805 1587 520 1067
is_linear=0
shrinkage=0.00196078


Tree=7813
num_leaves=7
num_cat=0
split_feature=50 15 4 151 1 3
split_gain=2.12886e-05 3.07247e-05 4.19824e-05 3.31719e-05 4.42668e-05 2.20524e-05
threshold=0.079410000000000008 -0.15026499999999995 0.23246000000000003 -0.0071249999999999985 0.084885000000000002 -0.059315
decision_type=2 2 2 2 2 2
left_child=1 -1 3 -3 5 -5
right_child=-2 2 -4 4 -6 -7
leaf_value=0.0003535058366296481 -0.0002669055355970982 0.00034216486299630083 -0.00038417980713475818 -1.2043983707138973e-05 -0.00026401144345681178 0.00033984932598773792
leaf_weight=0.0010028261327753819 0.0010297374818723131 0.0011878219962596038 0.0010050551592824756 0.0017302938661798402 0.0018180842174698865 0.0011330440715131309
leaf_count=318 609 355 169 1102 445 123
internal_value=0 3.28855e-05 -1.38867e-05 4.95227e-05 -2.47298e-05 0.000127203
internal_weight=0 0.00787713 0.0068743 0.00586924 0.00468142 0.00286334
internal_count=3121 2512 2194 2025 1670 1225
is_linear=0
shrinkage=0.00196078


Tree=7814
num_leaves=7
num_cat=0
split_feature=11 16 2 0 43 13
split_gain=3.9592e-05 2.51284e-05 6.216e-05 4.43898e-05 5.32553e-05 7.35019e-05
threshold=1.0000000180025095e-35 -0.36241499999999999 0.10644500000000001 -0.13027499999999997 -0.072864999999999985 -0.0034749999999999994
decision_type=2 2 2 2 2 2
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leaf_value=-0.00020088519338684184 -0.00038054996252218402 0.00032578362294924851 0.00040399961354349373 0.0004667114145745473 -0.00035769205847162474 -0.0002691644643043729
leaf_weight=0.0014619531772049558 0.0010007145521798164 0.0010818178087664866 0.0017256685163997967 0.0010327711653057325 0.0019181656955616377 0.0010548785750295268
leaf_count=334 244 131 448 661 1089 214
internal_value=0 3.23713e-05 8.24219e-05 -2.66536e-05 -0.000121833 9.48772e-05
internal_weight=0 0.00827525 0.0068133 0.00508763 0.00400582 0.00208765
internal_count=3121 2877 2543 2095 1964 875
is_linear=0
shrinkage=0.00196078


Tree=7815
num_leaves=7
num_cat=0
split_feature=457 52 0 13 2 43
split_gain=1.00353e-05 2.076e-05 3.33244e-05 2.89823e-05 2.38863e-05 6.14332e-06
threshold=0.045365000000000009 0.11434500000000002 -0.14920999999999998 -0.084034999999999985 0.092120000000000021 -0.079329999999999984
decision_type=2 2 2 2 2 2
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leaf_weight=0.0014196570787962399 0.0010773116062109678 0.0011835995735739588 0.001524849098141602 0.0010050152825616353 0.0010540962415690296 0.001025081722045866
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internal_value=0 -0.00140975 0.000967457 0.00509371 -0.000482049 -0.00682345
internal_weight=0 0.0072123 0.0060287 0.00460904 0.00308419 0.0020301
internal_count=3121 2832 2343 2172 1534 947
is_linear=0
shrinkage=0.1


Tree=7816
num_leaves=7
num_cat=0
split_feature=484 160 49 52 12 0
split_gain=2.2886e-05 4.02793e-05 4.46183e-05 4.38328e-05 4.47092e-05 6.73107e-05
threshold=0.073690000000000019 -1.0000000180025095e-35 -0.081404999999999991 -0.034054999999999995 0.090840000000000018 -0.10224499999999999
decision_type=2 2 2 2 2 2
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right_child=-2 2 3 4 -6 -7
leaf_value=-0.00040547530724938818 0.00027053775401317628 0.00038930538452675506 -0.00035872541503009699 -0.0001620241117872013 -0.00022343098915273945 0.00044104899666485382
leaf_weight=0.0010019572031153339 0.0010459497799521133 0.0010410184602377389 0.0013665623259970705 0.0012323370781632758 0.0015792971870207603 0.0016837242335411558
leaf_count=613 394 173 589 192 508 652
internal_value=0 -3.80957e-05 1.52292e-05 -5.1203e-05 4.2282e-05 0.000186188
internal_weight=0 0.0079049 0.00690294 0.00586192 0.00449536 0.00291606
internal_count=3121 2727 2114 1941 1352 844
is_linear=0
shrinkage=0.00196078


Tree=7817
num_leaves=7
num_cat=0
split_feature=50 160 3 4 16 52
split_gain=2.37382e-05 3.67216e-05 3.42389e-05 4.30015e-05 8.37154e-05 3.89289e-05
threshold=0.079410000000000008 -0.081639999999999976 0.12745000000000004 0.0052350000000000009 -0.094359999999999986 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2
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right_child=-2 2 -4 4 -6 -7
leaf_value=0.00035586340181249212 -0.0002869365757549061 -0.00044397725501850151 -0.00034936059570457454 -0.00010353725534717644 0.00053126096338209608 5.1513674892421692e-05
leaf_weight=0.0011330612218905384 0.0010328824965420659 0.001059044025999496 0.0010589303090009668 0.001762817591595761 0.0014604245541891925 0.0014365423893441893
leaf_count=441 609 639 138 339 257 698
internal_value=0 2.91279e-05 -2.54936e-05 3.44755e-05 0.000184085 -0.000158756
internal_weight=0 0.00791082 0.00677776 0.00571883 0.00322324 0.00249559
internal_count=3121 2512 2071 1933 596 1337
is_linear=0
shrinkage=0.00196078


Tree=7818
num_leaves=6
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split_feature=3 42 49 1 13
split_gain=1.00166e-05 3.80953e-05 3.83203e-05 4.4294e-05 6.6472e-05
threshold=-0.14477499999999996 0.091295000000000015 -0.00064499999999999985 0.10538500000000002 -0.082014999999999991
decision_type=2 2 2 2 2
left_child=-1 2 -2 4 -4
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leaf_value=-0.0092322741856440387 -0.01427735966254942 0.01824146000773981 0.012974625938618291 0.016489800138961314 -0.018132262345767418
leaf_weight=0.0010422056772206824 0.0017647818699218351 0.001116712350477749 0.001228295949014748 0.0015910527845922322 0.0015586690431276847
leaf_count=277 526 650 461 265 942
internal_value=0 0.00125142 -0.00183724 0.00317738 -0.00442256
internal_weight=0 0.00725951 0.0061428 0.00437802 0.00278696
internal_count=3121 2844 2194 1668 1403
is_linear=0
shrinkage=0.1


Tree=7819
num_leaves=6
num_cat=0
split_feature=150 15 43 43 15
split_gain=1.10525e-05 3.18024e-05 4.46554e-05 4.41228e-05 3.94942e-05
threshold=0.081835000000000019 -0.037864999999999989 -0.084004999999999982 0.016310000000000002 -0.10653
decision_type=2 2 2 2 2
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right_child=-2 2 3 -5 -6
leaf_value=-0.00065055235727726158 0.0077956078243869202 0.017951599938831348 -0.016795548096343284 0.0087566815514119808 -0.025663431815276944
leaf_weight=0.0016404532601525532 0.0014731288157308862 0.0014396959441611195 0.0013339513446287386 0.0013696425889994151 0.0010261118698758646
leaf_count=483 420 375 926 299 618
internal_value=0 -0.00175728 0.00372504 -0.00385077 -0.0102757
internal_weight=0 0.00680986 0.00414329 0.00270359 0.00266657
internal_count=3121 2701 1600 1225 1101
is_linear=0
shrinkage=0.1


Tree=7820
num_leaves=7
num_cat=0
split_feature=50 160 49 2 42 16
split_gain=3.29731e-05 3.96201e-05 3.11994e-05 5.36346e-05 8.03643e-05 5.14352e-05
threshold=0.079410000000000008 -0.027994999999999996 -0.081404999999999991 0.113445 0.084050000000000014 -0.056919999999999991
decision_type=2 2 2 2 2 2
left_child=1 -1 -3 4 5 -4
right_child=-2 2 3 -5 -6 -7
leaf_value=0.00031417299487665923 -0.00032937022385736195 0.00027028164744095077 0.00039540948281114593 -0.00049427731346444494 -0.00039768035665987625 -0.00010423838265509396
leaf_weight=0.0015646135241962397 0.0010914974662234048 0.0010954259081162208 0.0017556502897887298 0.0010362103641309711 0.0013692716520307935 0.0014433276109848683
leaf_count=625 609 172 531 294 557 333
internal_value=0 3.32356e-05 -3.23712e-05 -9.15266e-05 -1.71138e-07 0.000169976
internal_weight=0 0.0082645 0.00669989 0.00560446 0.00456825 0.00319898
internal_count=3121 2512 1887 1715 1421 864
is_linear=0
shrinkage=0.00196078


Tree=7821
num_leaves=7
num_cat=0
split_feature=43 16 15 16 150 15
split_gain=1.32381e-05 2.93278e-05 3.17081e-05 4.59122e-05 2.7689e-05 1.86262e-05
threshold=-0.24021999999999996 0.22339500000000004 -0.0063699999999999989 -0.014034999999999997 0.081835000000000019 -0.14601999999999996
decision_type=2 2 2 2 2 2
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leaf_value=-0.010404967615678499 0.0014718040049807436 -0.013259640868384846 0.0015322288358515601 0.028361443521957491 0.011226137510352049 -0.016353567875389618
leaf_weight=0.001076350858458721 0.0010859915791385562 0.0011364734270352317 0.001562890742197639 0.0010776434037455989 0.0010728075096919126 0.001273756703037106
leaf_count=166 346 414 935 308 343 609
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internal_weight=0 0.00720956 0.00607309 0.00264053 0.00343256 0.00235975
internal_count=3121 2955 2541 1243 1298 955
is_linear=0
shrinkage=0.1


Tree=7822
num_leaves=7
num_cat=0
split_feature=43 4 0 151 16 13
split_gain=1.07387e-05 2.86531e-05 3.25426e-05 2.1572e-05 4.32169e-05 4.64502e-05
threshold=-0.24021999999999996 -0.35136499999999998 -0.060129999999999996 -0.0083949999999999979 -0.078844999999999985 -0.014169999999999999
decision_type=2 2 2 2 2 2
left_child=-1 -2 3 -3 5 -5
right_child=1 2 -4 4 -6 -7
leaf_value=-0.0093746585368375979 -0.013215938744944139 -0.010008861419402751 0.020499001729230974 0.00027369868096263644 -0.0082936363129729324 0.029470041338581193
leaf_weight=0.0010752435654784063 0.001138422150351601 0.0013513603936132277 0.0010060898177864652 0.0011842031471204066 0.0015053784040772035 0.0010093980320571758
leaf_count=166 225 466 315 611 965 373
internal_value=0 0.00133971 0.00407572 0.000804001 0.0047543 0.0137086
internal_weight=0 0.00719485 0.00605643 0.00505034 0.00369898 0.0021936
internal_count=3121 2955 2730 2415 1949 984
is_linear=0
shrinkage=0.1


Tree=7823
num_leaves=6
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split_feature=1 4 15 3 2
split_gain=9.57622e-06 4.1599e-05 2.50288e-05 5.18132e-05 3.96435e-05
threshold=0.077565000000000009 -0.082109999999999975 1.0000000180025095e-35 0.10893000000000001 1.0000000180025095e-35
decision_type=2 2 2 2 2
left_child=1 -1 3 4 -2
right_child=2 -3 -4 -5 -6
leaf_value=0.005858604157461627 0.0001601889878324928 -0.019291523017858588 -0.011360979984284571 -0.011298846314768874 0.022530269124190549
leaf_weight=0.0015297309478775219 0.0014443845863380805 0.0011536286933511131 0.0010785615070678439 0.0012918961362921059 0.001754493239753646
leaf_count=424 393 1212 433 208 451
internal_value=0 -0.00495393 0.00231807 0.00560341 0.0124295
internal_weight=0 0.00268336 0.00556934 0.00449077 0.00319888
internal_count=3121 1636 1485 1052 844
is_linear=0
shrinkage=0.1


Tree=7824
num_leaves=7
num_cat=0
split_feature=131 16 12 0 4 4
split_gain=2.93955e-05 3.19206e-05 9.27569e-05 6.50076e-05 6.17979e-05 3.57407e-05
threshold=0.084390000000000007 0.0065250000000000004 0.090020000000000017 -0.10224499999999999 0.033845000000000007 -0.10429499999999998
decision_type=2 2 2 2 2 2
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right_child=-2 5 -4 -5 -6 -7
leaf_value=0.00024164026480206824 -0.00032352278403514369 -5.6158025703063789e-06 -0.00053215577972981541 0.00039888212310318995 -0.00036751054611254964 0.00043657872447944575
leaf_weight=0.0011206660760679067 0.0010007779928132505 0.0015013451755548799 0.0012178377153379358 0.0015648635035754189 0.0014937850391108897 0.0013211292659483353
leaf_count=175 492 261 637 951 219 386
internal_value=0 3.23955e-05 -5.59678e-05 8.27917e-05 -0.000106402 0.000201364
internal_weight=0 0.00821963 0.00539715 0.00417931 0.00261445 0.00282247
internal_count=3121 2629 1982 1345 394 647
is_linear=0
shrinkage=0.00196078


Tree=7825
num_leaves=8
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split_feature=50 160 13 13 16 16 16
split_gain=3.50153e-05 3.83257e-05 2.54954e-05 4.35513e-05 6.58298e-05 5.44709e-05 2.89722e-05
threshold=0.079410000000000008 -0.081639999999999976 -0.074044999999999986 0.086705000000000018 -0.024819999999999998 -0.095094999999999985 -0.014034999999999997
decision_type=2 2 2 2 2 2 2
left_child=1 -1 6 4 5 -4 -3
right_child=-2 2 3 -5 -6 -7 -8
leaf_value=0.00036814589171082216 -0.00034126227347028716 -4.1330609209216669e-05 -0.00034657733664907411 0.00018071955840315203 -0.00063330439873415442 0.00029563470095891355 0.00039561101263383189
leaf_weight=0.0011563948024767585 0.0010601265764374158 0.0013580885379261423 0.0010267732706886279 0.0014112398599055919 0.0010518966680751725 0.0010045523076677935 0.0010228604767753974
leaf_count=441 609 435 212 252 404 432 336
internal_value=0 3.78792e-05 -1.76693e-05 -0.000104575 -0.000235159 -2.89839e-05 0.00014638
internal_weight=0 0.00803181 0.00687541 0.00449446 0.00308322 0.00203133 0.00238095
internal_count=3121 2512 2071 1300 1048 644 771
is_linear=0
shrinkage=0.00196078


Tree=7826
num_leaves=7
num_cat=0
split_feature=131 16 12 151 2 4
split_gain=2.27652e-05 2.8038e-05 7.19896e-05 5.35913e-05 7.38077e-05 4.18241e-05
threshold=0.081165000000000001 0.0065250000000000004 0.090020000000000017 -0.0083949999999999979 0.088225000000000012 -0.10429499999999998
decision_type=2 2 2 2 2 2
left_child=1 2 3 -1 -5 -3
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leaf_weight=0.0010793271216180712 0.0010023265302463455 0.0014663447374797702 0.0011708424455376763 0.0010157164808769744 0.0019403068349925848 0.0012831882976005445
leaf_count=330 504 261 635 635 372 384
internal_value=0 2.91063e-05 -5.54864e-05 6.87112e-05 0.000205251 0.000189281
internal_weight=0 0.00795573 0.00520619 0.00403535 0.00295602 0.00274953
internal_count=3121 2617 1972 1337 1007 645
is_linear=0
shrinkage=0.00196078


Tree=7827
num_leaves=7
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split_feature=50 160 3 4 16 52
split_gain=2.2e-05 2.8983e-05 3.09567e-05 4.59957e-05 9.61762e-05 4.35443e-05
threshold=0.079410000000000008 -0.081639999999999976 0.12745000000000004 0.0052350000000000009 -0.094359999999999986 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2
left_child=1 -1 3 5 -5 -3
right_child=-2 2 -4 4 -6 -7
leaf_value=0.00032138600433604905 -0.00027698412190848984 -0.00046490235176862226 -0.0003288341842744514 -0.00011961981279388265 0.00056895022063442266 6.1157801196041949e-05
leaf_weight=0.001109058210802912 0.0010306932549964008 0.0010541672746778989 0.0010565492060675627 0.0017101898359652722 0.0014336743347612021 0.001419623749916566
leaf_count=441 609 639 138 339 257 698
internal_value=0 2.78623e-05 -2.09128e-05 3.7e-05 0.000194384 -0.000163014
internal_weight=0 0.00778326 0.0066742 0.00561766 0.00314386 0.00247379
internal_count=3121 2512 2071 1933 596 1337
is_linear=0
shrinkage=0.00196078


Tree=7828
num_leaves=7
num_cat=0
split_feature=131 13 15 52 15 43
split_gain=1.78993e-05 3.47024e-05 3.19956e-05 4.36478e-05 6.41734e-05 5.3004e-05
threshold=0.081165000000000001 -0.23438999999999996 -0.11713499999999999 -0.088204999999999992 -0.03241999999999999 -0.014584999999999999
decision_type=2 2 2 2 2 2
left_child=1 -1 -3 -4 -5 -6
right_child=-2 2 3 4 5 -7
leaf_value=0.00035797042366353897 -0.00024925435348418249 -0.00029788629831565861 -0.00029057347407636982 0.00042855611927082268 -0.00040139456110053703 0.00015774212010996017
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leaf_count=138 504 357 508 463 479 672
internal_value=0 2.61074e-05 -2.37732e-05 4.02745e-05 0.000129578 -5.49363e-05
internal_weight=0 0.00805989 0.00700674 0.00567966 0.00447244 0.00276563
internal_count=3121 2617 2479 2122 1614 1151
is_linear=0
shrinkage=0.00196078


Tree=7829
num_leaves=7
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split_feature=3 42 49 2 2 16
split_gain=1.07202e-05 3.10273e-05 4.12749e-05 3.58325e-05 4.72502e-05 1.09682e-05
threshold=-0.14477499999999996 0.091295000000000015 -0.054319999999999993 0.084245000000000014 0.098260000000000014 -0.018494999999999998
decision_type=2 2 2 2 2 2
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internal_weight=0 0.00726146 0.0061433 0.00497598 0.00320759 0.0020297
internal_count=3121 2844 2194 1902 1331 451
is_linear=0
shrinkage=0.1


Tree=7830
num_leaves=8
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split_feature=50 15 4 0 49 1 3
split_gain=2.21061e-05 2.26744e-05 3.63659e-05 3.45543e-05 4.51632e-05 3.93797e-05 2.61262e-05
threshold=0.079410000000000008 -0.15026499999999995 0.23246000000000003 -0.10011499999999998 -0.006494999999999999 0.080585000000000004 -0.091054999999999983
decision_type=2 2 2 2 2 2 2
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right_child=-2 2 -4 5 -6 -7 -8
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leaf_weight=0.0010160597943218545 0.0010677931367843634 0.0011458475562296892 0.0010149872757551082 0.0011019939578985507 0.0010974256176628349 0.001214719642635251 0.0013978946058253463
leaf_count=318 609 143 169 256 173 464 989
internal_value=0 3.39308e-05 -5.94484e-06 5.25013e-05 0.000244656 -6.35418e-05 7.71882e-05
internal_weight=0 0.00798893 0.00697287 0.00595788 0.00224327 0.00371461 0.00249989
internal_count=3121 2512 2194 2025 316 1709 1245
is_linear=0
shrinkage=0.00196078


Tree=7831
num_leaves=6
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split_feature=457 2 52 15 13
split_gain=1.09147e-05 2.10839e-05 5.70689e-05 3.83448e-05 9.30896e-05
threshold=0.045365000000000009 0.11293500000000002 0.10160000000000001 -0.055554999999999993 -0.0034749999999999994
decision_type=2 2 2 2 2
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leaf_count=621 289 481 472 852 406
internal_value=0 -0.00146013 -0.00459772 0.000521531 0.00726066
internal_weight=0 0.00722216 0.0054009 0.00432759 0.0028611
internal_count=3121 2832 2351 1879 1258
is_linear=0
shrinkage=0.1


Tree=7832
num_leaves=7
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split_feature=11 2 52 52 2 12
split_gain=3.64435e-05 4.71102e-05 4.72156e-05 7.00665e-05 0.000131699 3.47897e-05
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decision_type=2 2 2 2 2 2
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leaf_count=273 226 500 273 307 209 1333
internal_value=0 3.87154e-05 0.000158074 2.5138e-05 -0.000174342 -0.000140579
internal_weight=0 0.00846358 0.00508106 0.00339951 0.00226308 0.00338252
internal_count=3121 2895 1289 789 482 1606
is_linear=0
shrinkage=0.00196078


Tree=7833
num_leaves=7
num_cat=0
split_feature=42 160 133 47 4 52
split_gain=1.02009e-05 1.86126e-05 3.17455e-05 6.37305e-05 3.70028e-05 3.79312e-05
threshold=0.092145000000000019 -0.081639999999999976 0.076280000000000014 0.09550500000000002 -0.0047449999999999992 -0.020999999999999994
decision_type=2 2 2 2 2 2
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internal_weight=0 0.00702124 0.00590312 0.00468082 0.00345452 0.00204987
internal_count=3121 2472 1946 1414 1262 403
is_linear=0
shrinkage=0.1


Tree=7834
num_leaves=7
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split_feature=50 15 47 151 0 12
split_gain=2.76355e-05 3.08168e-05 4.48068e-05 6.03521e-05 3.59762e-05 6.8544e-05
threshold=0.079410000000000008 -0.15026499999999995 0.096175000000000024 -0.024429999999999997 -0.10011499999999998 0.089735000000000023
decision_type=2 2 2 2 2 2
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internal_value=0 2.94162e-05 -1.64476e-05 5.49111e-05 -4.86353e-05 -0.00019059
internal_weight=0 0.0081351 0.00710843 0.00587416 0.00462011 0.00276141
internal_count=3121 2512 2194 2009 1661 1386
is_linear=0
shrinkage=0.00196078


Tree=7835
num_leaves=6
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split_feature=15 2 0 15 4
split_gain=1.0059e-05 2.21783e-05 6.07192e-05 4.28761e-05 2.17146e-05
threshold=-0.11713499999999999 0.092875000000000013 0.10455500000000001 -0.092334999999999987 0.053925000000000008
decision_type=2 2 2 2 2
left_child=-1 3 -3 -2 -5
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leaf_value=-0.0074249446879941774 0.024261758577684173 -0.016249616998438153 0.013933169187436102 -0.0060102427182254885 0.012078866467907394
leaf_weight=0.0015151021071324747 0.0010069021880725641 0.0018053385921113141 0.0010565936368489631 0.0018942457374755625 0.0010214735923869001
leaf_count=484 139 812 124 1454 108
internal_value=0 0.00158717 -0.00510647 0.00647082 0.000326975
internal_weight=0 0.00678455 0.00286193 0.00392262 0.00291572
internal_count=3121 2637 936 1701 1562
is_linear=0
shrinkage=0.1


Tree=7836
num_leaves=7
num_cat=0
split_feature=4 42 52 2 16 15
split_gain=9.47266e-06 2.34217e-05 2.14473e-05 6.28361e-05 5.01872e-05 3.31527e-05
threshold=0.27044500000000005 0.092145000000000019 -0.088204999999999992 0.10613000000000002 -0.0064149999999999997 -0.091964999999999977
decision_type=2 2 2 2 2 2
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leaf_value=-0.011333199439252704 0.0076536620807673029 -0.015644926007989345 0.015919303919381744 -0.016527027207220178 0.028890562836567886 -0.0069398335698955989
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leaf_count=553 365 544 242 191 207 1019
internal_value=0 -0.00153559 0.000854 0.0038163 0.0102794 0.00284423
internal_weight=0 0.00694686 0.00594073 0.00477909 0.00362684 0.00259152
internal_count=3121 2756 2212 1659 1468 1261
is_linear=0
shrinkage=0.1


Tree=7837
num_leaves=8
num_cat=0
split_feature=131 15 48 52 133 16 15
split_gain=2.12498e-05 3.14351e-05 3.85081e-05 4.89211e-05 5.03819e-05 0.000114335 4.07447e-05
threshold=0.078765000000000016 -0.11713499999999999 0.092475000000000016 -0.088204999999999992 1.0000000180025095e-35 -0.0092699999999999987 -0.03241999999999999
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 -3 5 6 -5
right_child=-2 2 -4 4 -6 -7 -8
leaf_value=-0.00022643075373408658 -0.000276227189683404 -0.00036783833409392933 0.00042244657457113529 0.00024883043427533321 -0.00025947110450583481 0.00073552045821323475 -0.00029174088838880151
leaf_weight=0.0015341668447845713 0.0010078580466048601 0.001024136134477706 0.0010866166654781113 0.001018513566998794 0.0010769212127745807 0.0011261733668992387 0.0011317432688835655
leaf_count=400 516 469 189 169 662 169 547
internal_value=0 2.58923e-05 8.57777e-05 1.77478e-05 0.000108458 0.000229391 -3.56881e-05
internal_weight=0 0.00799827 0.0064641 0.00537749 0.00435335 0.00327643 0.00215026
internal_count=3121 2605 2205 2016 1547 885 716
is_linear=0
shrinkage=0.00196078


Tree=7838
num_leaves=7
num_cat=0
split_feature=15 48 13 42 52 1
split_gain=9.21953e-06 2.07342e-05 3.03528e-05 3.92099e-05 3.50604e-05 3.26724e-05
threshold=-0.11713499999999999 0.092475000000000016 -0.033284999999999988 0.086325000000000013 -0.066844999999999988 0.090405000000000013
decision_type=2 2 2 2 2 2
left_child=-1 2 3 -2 -4 -6
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leaf_value=-0.0070968366843102704 0.0021853098185638498 0.014365174774288843 -0.0093877596501556002 -0.024547261491066411 0.0011131181270869251 0.024812081719642581
leaf_weight=0.0015170439457248977 0.0012011085093378388 0.0010609677490048177 0.0011457339677447818 0.0010100865870076444 0.0012713662490857016 0.0010724425584522266
leaf_count=484 470 224 368 868 557 150
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internal_weight=0 0.00676171 0.00570074 0.0022112 0.00348954 0.00234381
internal_count=3121 2637 2413 1338 1075 707
is_linear=0
shrinkage=0.1


Tree=7839
num_leaves=7
num_cat=0
split_feature=484 52 3 2 43 43
split_gain=4.45272e-05 3.70686e-05 5.46403e-05 3.70882e-05 6.64179e-05 6.47598e-05
threshold=0.084040000000000017 0.11008000000000001 0.11296500000000002 0.088225000000000012 -0.072864999999999985 -0.016814999999999997
decision_type=2 2 2 2 2 2
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right_child=-2 -3 -4 5 -6 -7
leaf_value=0.00012693284402028716 0.00038109918544497701 0.00022190989042721743 -0.00046630586422887935 -0.00026782961660455504 -0.00049118453491884054 0.00032590812475369064
leaf_weight=0.0012659575871014541 0.0010049657333819134 0.0015315662015057538 0.0013698579680041815 0.0010931551239954716 0.0014158094182935188 0.0019956532575400691
leaf_count=466 368 417 185 524 703 458
internal_value=0 -5.4891e-05 -0.000114263 -3.06922e-05 -0.000199395 0.000115779
internal_weight=0 0.008672 0.00714043 0.00577058 0.00268177 0.00308881
internal_count=3121 2753 2336 2151 1169 982
is_linear=0
shrinkage=0.00196078


Tree=7840
num_leaves=6
num_cat=0
split_feature=52 160 133 16 0
split_gain=9.65534e-06 2.84683e-05 2.6958e-05 6.97747e-05 6.04385e-05
threshold=-0.081429999999999989 1.0000000180025095e-35 1.0000000180025095e-35 0.0065250000000000004 -0.14001499999999997
decision_type=2 2 2 2 2
left_child=-1 2 3 4 -2
right_child=1 -3 -4 -5 -6
leaf_value=0.0065064773769153775 0.013452337930569023 -0.017159166561825284 -0.012130229526175824 0.027666013712120859 -0.014044343569430262
leaf_weight=0.0017655281320200439 0.0013901966855623714 0.001021678886137382 0.001214950562145929 0.0010139107663144423 0.0018809494504764225
leaf_count=771 206 243 768 158 975
internal_value=0 -0.00182978 0.00101781 0.00474569 -0.00235859
internal_weight=0 0.00652169 0.00550001 0.00428506 0.00327115
internal_count=3121 2350 2107 1339 1181
is_linear=0
shrinkage=0.1


Tree=7841
num_leaves=7
num_cat=0
split_feature=47 16 4 3 12 16
split_gain=2.11751e-05 5.9048e-05 4.04172e-05 4.48148e-05 2.48783e-05 5.70313e-05
threshold=0.11893500000000001 -0.48836499999999994 0.055260000000000011 0.10299500000000002 0.090545000000000014 -0.083134999999999987
decision_type=2 2 2 2 2 2
left_child=1 -1 3 4 5 -3
right_child=-2 2 -4 -5 -6 -7
leaf_value=0.00042074940298361462 -0.0002674457319617333 0.00035473546878004279 -0.00032469197741254603 0.00037402811337847348 -0.00030557997244622109 -0.00018464296288149337
leaf_weight=0.001259876075570006 0.001034975530982322 0.0012674540419863262 0.0015078289610614415 0.0011922928517337783 0.0011289520949628396 0.001859277705288505
leaf_count=248 115 425 397 122 841 973
internal_value=0 3.01602e-05 -4.05856e-05 3.80461e-05 -5.60842e-05 3.39998e-05
internal_weight=0 0.00821568 0.00695581 0.00544798 0.00425568 0.00312673
internal_count=3121 3006 2758 2361 2239 1398
is_linear=0
shrinkage=0.00196078


Tree=7842
num_leaves=8
num_cat=0
split_feature=47 16 4 2 0 52 1
split_gain=3.2034e-05 3.71832e-05 5.0412e-05 4.16618e-05 4.23993e-05 3.95393e-05 1.62612e-05
threshold=0.11893500000000001 -0.48836499999999994 0.055260000000000011 0.10912000000000001 0.047850000000000011 -0.066844999999999988 0.08844500000000001
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 4 5 -3 -7
right_child=-2 2 -4 -5 -6 6 -8
leaf_value=0.00034800374675162077 -0.00033244676463030495 -0.00019826163192410257 -0.000343596977215038 0.00042358971857559848 -0.00036150997896302483 8.2098652776754741e-05 0.00042568439005502892
leaf_weight=0.001231298904926752 0.0010325167357001499 0.0011651630420694064 0.0014715744804249635 0.001015933617339277 0.0010455071603479096 0.0010746485216714357 0.0010441596219357206
leaf_count=248 115 503 397 278 149 1096 335
internal_value=0 3.44109e-05 -2.2231e-05 6.624e-05 -1.76138e-05 9.18712e-05 0.000251419
internal_weight=0 0.00804829 0.00681699 0.00534541 0.00432948 0.00328397 0.00211881
internal_count=3121 3006 2758 2361 2083 1934 1431
is_linear=0
shrinkage=0.00196078


Tree=7843
num_leaves=6
num_cat=0
split_feature=49 42 2 43 1
split_gain=9.47573e-06 3.15972e-05 2.26529e-05 2.78038e-05 2.2614e-05
threshold=-0.080089999999999981 0.088915000000000008 0.10613000000000002 -0.0037449999999999996 0.08844500000000001
decision_type=2 2 2 2 2
left_child=-1 2 3 -2 -5
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leaf_value=0.008370478608979515 -0.0040131799823243932 -0.014900734006174799 -0.0067686702224534784 0.0026698483145017431 0.022804596835661411
leaf_weight=0.0011498745818034678 0.0015208535718067022 0.0013969414325803366 0.0019884568507151897 0.0010370368545920142 0.0012070820484590236
leaf_count=260 1045 841 428 359 188
internal_value=0 -0.00141005 0.00186551 0.00642562 0.0135001
internal_weight=0 0.00715037 0.00575343 0.00376497 0.00224412
internal_count=3121 2861 2020 1592 547
is_linear=0
shrinkage=0.1


Tree=7844
num_leaves=6
num_cat=0
split_feature=403 13 3 2 1
split_gain=1.00261e-05 4.93961e-05 5.34391e-05 3.35979e-05 5.21418e-05
threshold=0.03138500000000001 0.10935500000000002 -0.077774999999999983 0.083215000000000011 0.10557500000000002
decision_type=2 2 2 2 2
left_child=1 2 -1 -4 -5
right_child=-2 -3 3 4 -6
leaf_value=-0.02031963712733988 0.0091747914528315481 0.017166234153481324 0.016676992674527952 -0.015405869592108049 0.0095368988002227095
leaf_weight=0.0016602145699188145 0.0010317600821796924 0.0012009870993670794 0.0010166813372485986 0.0018419052986243366 0.0015378538559855698
leaf_count=1481 376 183 312 504 265
internal_value=0 -0.00136038 -0.00503406 0.000738186 -0.00405644
internal_weight=0 0.00725764 0.00605666 0.00439644 0.00337976
internal_count=3121 2745 2562 1081 769
is_linear=0
shrinkage=0.1


Tree=7845
num_leaves=7
num_cat=0
split_feature=484 49 52 4 0 12
split_gain=1.78769e-05 2.84339e-05 3.9679e-05 3.88382e-05 6.53417e-05 2.55825e-05
threshold=0.073690000000000019 -0.081404999999999991 0.070205000000000017 0.053180000000000012 -0.11756999999999999 0.090020000000000017
decision_type=2 2 2 2 2 2
left_child=1 -1 3 -3 -5 -4
right_child=-2 2 5 4 -6 -7
leaf_value=0.00025092782646772918 0.00024018876710812348 -0.00041402834822504167 0.00030389603283489323 -0.00039522704049238045 0.00024362532144215973 -0.00011212271924975522
leaf_weight=0.0011262330574085379 0.001010023630891122 0.0018276526792841185 0.001296516007312738 0.0011004016229992438 0.0013969268198004438 0.0010117982908820708
leaf_count=213 394 1102 510 156 359 387
internal_value=0 -3.71309e-05 -8.60389e-05 -0.000196829 -3.78732e-05 0.000121543
internal_weight=0 0.00775953 0.0066333 0.00432498 0.00249733 0.00230831
internal_count=3121 2727 2514 1617 515 897
is_linear=0
shrinkage=0.00196078


Tree=7846
num_leaves=8
num_cat=0
split_feature=50 4 151 15 3 0 47
split_gain=1.94213e-05 2.3529e-05 2.96928e-05 3.85771e-05 4.72043e-05 3.49231e-05 2.67442e-05
threshold=0.079410000000000008 0.36766000000000004 -0.024429999999999997 -0.016799999999999995 -0.084074999999999997 -0.081894999999999982 0.09550500000000002
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 6 -5 -6 -4
right_child=-2 -3 3 4 5 -7 -8
leaf_value=0.00028354815542198448 -0.00025689653217833162 0.00029482622145824713 -0.00049881870838217838 -0.00022434721030643509 0.00050020219558524629 -6.2533505910933686e-06 -5.4304727840925903e-05
leaf_weight=0.0010817253062971339 0.0010250240905738291 0.001108028669132185 0.0010699695071064688 0.0013995382597434048 0.0010217395410686459 0.0010734023021306545 0.0010130938585565102
leaf_count=363 609 303 526 592 259 325 144
internal_value=0 3.02597e-05 -1.37599e-05 -7.14187e-05 5.44775e-05 0.00024073 -0.00028263
internal_weight=0 0.0077675 0.00665947 0.00557774 0.00349468 0.00209514 0.00208306
internal_count=3121 2512 2209 1846 1176 584 670
is_linear=0
shrinkage=0.00196078


Tree=7847
num_leaves=6
num_cat=0
split_feature=43 43 12 16 0
split_gain=1.13403e-05 2.77671e-05 2.11863e-05 4.50245e-05 8.41011e-05
threshold=-0.24021999999999996 -0.067199999999999996 0.090020000000000017 -0.056919999999999991 -0.14920999999999998
decision_type=2 2 2 2 2
left_child=-1 -2 3 4 -3
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leaf_value=-0.0096134906896059667 0.012275098056757701 -0.0067720606498395258 -0.013258807659390784 -0.013098016336320649 0.028633057452549016
leaf_weight=0.0010786592474689109 0.0017662451425345454 0.0015175192316304604 0.0013060121908287769 0.0014178404229335281 0.0012026105680685683
leaf_count=166 1187 162 677 404 525
internal_value=0 0.00138019 -0.00215456 0.00135013 0.00888108
internal_weight=0 0.00721023 0.00544398 0.00413797 0.00272013
internal_count=3121 2955 1768 1091 687
is_linear=0
shrinkage=0.1


Tree=7848
num_leaves=8
num_cat=0
split_feature=50 15 16 2 48 0 4
split_gain=2.82303e-05 3.95925e-05 3.82098e-05 6.24048e-05 4.30541e-05 4.82646e-05 1.59232e-05
threshold=0.079410000000000008 -0.15914499999999995 -0.36241499999999999 0.10644500000000001 0.082620000000000013 -0.053834999999999994 0.042705000000000007
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 6 -4
right_child=-2 2 3 -5 -6 -7 -8
leaf_value=0.0004025021480188358 -0.00030280928213166403 -0.00033591432678625358 -0.00013572063435466264 0.00044494409571295949 0.00028221956342186982 -0.00042712911052231656 0.00021362460610756096
leaf_weight=0.0010075709685655621 0.0010503438368191969 0.0011741899226707072 0.0010047070010100799 0.0012259832876959391 0.0011179101778501866 0.0014902730565107035 0.0010017968780045535
leaf_count=306 609 221 1059 351 270 163 142
internal_value=0 3.90433e-05 -1.31616e-05 5.17235e-05 -5.27433e-05 -0.00015983 3.86987e-05
internal_weight=0 0.00802243 0.00701486 0.00584067 0.00461469 0.00349678 0.0020065
internal_count=3121 2512 2206 1985 1634 1364 1201
is_linear=0
shrinkage=0.00196078


Tree=7849
num_leaves=6
num_cat=0
split_feature=42 49 42 4 16
split_gain=1.11818e-05 1.98742e-05 3.95512e-05 3.60242e-05 4.42548e-05
threshold=-1.0000000180025095e-35 -0.047584999999999995 0.088915000000000008 -1.0000000180025095e-35 -0.074319999999999983
decision_type=2 2 2 2 2
left_child=-1 -2 3 -3 -5
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leaf_value=-0.0080131958003820582 0.01174248175739097 0.013583778042295375 -0.016194974352009839 -0.01977775953314187 0.009507048152969157
leaf_weight=0.0014517492160596749 0.0015178894881885457 0.0019246653914172895 0.0013258174366267408 0.0010534501378881215 0.0010115232456169715
leaf_count=862 360 737 811 226 125
internal_value=0 0.00165046 -0.00123143 0.00374118 -0.00543265
internal_weight=0 0.00683335 0.00531546 0.00398964 0.00206497
internal_count=3121 2259 1899 1088 351
is_linear=0
shrinkage=0.1


Tree=7850
num_leaves=7
num_cat=0
split_feature=47 4 4 3 13 43
split_gain=3.41683e-05 6.70408e-05 5.23291e-05 5.42175e-05 3.74489e-05 4.75117e-05
threshold=0.11926500000000002 0.24564500000000003 0.053925000000000008 0.10299500000000002 -0.033284999999999988 -0.013819999999999997
decision_type=2 2 2 2 2 2
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leaf_weight=0.0012502022714756616 0.0010039112013439907 0.0017585998873265079 0.0010135908824406943 0.0012012171896204427 0.0012432465681714712 0.0017428424780959132
leaf_count=1199 112 398 247 122 519 524
internal_value=0 3.57589e-05 -5.6754e-05 1.94918e-05 -8.47681e-05 3.45195e-05
internal_weight=0 0.0082097 0.0064511 0.00543751 0.00423629 0.00298609
internal_count=3121 3009 2611 2364 2242 1043
is_linear=0
shrinkage=0.00196078


Tree=7851
num_leaves=6
num_cat=0
split_feature=16 4 2 2 12
split_gain=1.09896e-05 2.26537e-05 3.58275e-05 3.76252e-05 2.45229e-05
threshold=-0.48836499999999994 0.098655000000000007 0.10644500000000001 0.092875000000000013 0.084225000000000008
decision_type=2 2 2 2 2
left_child=-1 2 3 4 -2
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leaf_weight=0.0012928237460803418 0.0015952664848321338 0.0014606497220148148 0.0013618555263307632 0.0010775954767376218 0.0014993572744491568
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internal_value=0 -0.00160901 0.00131471 -0.00328222 0.00232154
internal_weight=0 0.00699472 0.00553407 0.00417222 0.00309462
internal_count=3121 2847 2556 2145 1728
is_linear=0
shrinkage=0.1


Tree=7852
num_leaves=7
num_cat=0
split_feature=4 151 12 15 2 15
split_gain=1.11227e-05 1.68847e-05 3.29485e-05 3.34759e-05 2.79742e-05 2.3071e-05
threshold=0.27044500000000005 -0.024429999999999997 0.088305000000000008 0.088235000000000022 0.10855000000000002 -0.016799999999999995
decision_type=2 2 2 2 2 2
left_child=1 -1 4 -4 5 -3
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leaf_weight=0.0010952804725553955 0.0013471199626531186 0.0010075311877845682 0.0015054886829069 0.0010447140460061468 0.0010172137301975343 0.0012576977236003193
leaf_count=451 365 314 684 536 128 643
internal_value=0 -0.00165606 -0.00379538 0.00473163 -0.0104202 -0.0166065
internal_weight=0 0.00692793 0.00583265 0.0025502 0.00328244 0.00226523
internal_count=3121 2756 2305 1220 1085 957
is_linear=0
shrinkage=0.1


Tree=7853
num_leaves=7
num_cat=0
split_feature=16 43 13 12 2 16
split_gain=1.09405e-05 3.47325e-05 2.85331e-05 3.72065e-05 3.01103e-05 1.99546e-05
threshold=0.38525000000000004 0.08845500000000002 -0.010739999999999998 0.088365000000000013 0.092755000000000018 -0.078844999999999985
decision_type=2 2 2 2 2 2
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right_child=-2 -3 4 -5 -6 -7
leaf_value=0.022198025957968024 0.0088779623057976039 -0.01878442217365997 0.014437861361942084 -0.0036343865689572106 -0.01323013234012207 -0.0054707762079732845
leaf_weight=0.0012082754037659115 0.0011801003423132575 0.0010008126625292687 0.0010095394508184022 0.0010352884778529706 0.0018229145150277211 0.0010042941300811607
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internal_value=0 -0.00152194 0.00131944 0.0102777 -0.00391896 0.00450947
internal_weight=0 0.00708112 0.00608031 0.00224356 0.00383675 0.00201383
internal_count=3121 2810 2518 1559 959 587
is_linear=0
shrinkage=0.1


Tree=7854
num_leaves=8
num_cat=0
split_feature=131 159 15 3 4 52 15
split_gain=2.18841e-05 3.05731e-05 5.73563e-05 4.36326e-05 5.002e-05 5.53079e-05 4.46145e-05
threshold=0.081165000000000001 0.076905000000000015 -0.11713499999999999 0.086245000000000016 0.053180000000000012 1.0000000180025095e-35 -0.016799999999999995
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 4 5 -4 -5
right_child=-2 -3 3 6 -6 -7 -8
leaf_value=-0.00040615849556539086 -0.0002789225325568424 0.00033350455656144405 -0.00028611404471352468 -0.00037445820260223375 0.00055841286657006917 0.00033345234971470043 0.00015781251166233358
leaf_weight=0.0012350668836150318 0.001031552360318118 0.0010671889081818797 0.0010508194723889909 0.0013637401241858448 0.0010583833644632469 0.0011715410446370028 0.0010888296268871719
leaf_count=280 504 447 799 113 200 686 92
internal_value=0 2.44489e-05 -2.28822e-05 5.96829e-05 0.000207579 4.0497e-05 -0.000138154
internal_weight=0 0.00803557 0.00696838 0.00573331 0.00328074 0.00222236 0.00245257
internal_count=3121 2617 2170 1890 1685 1485 205
is_linear=0
shrinkage=0.00196078


Tree=7855
num_leaves=6
num_cat=0
split_feature=4 0 15 16 13
split_gain=1.04727e-05 1.34978e-05 3.45569e-05 6.16963e-05 1.86659e-05
threshold=0.27287000000000006 -0.019414999999999998 -0.0063699999999999989 -0.056919999999999991 -0.011289999999999998
decision_type=2 2 2 2 2
left_child=1 2 3 -1 -4
right_child=-2 -3 4 -5 -6
leaf_value=0.00032204219160035475 0.0081896278648677153 0.005845394100050901 0.013981906192366479 -0.029646340161045909 -0.0041596820369222539
leaf_weight=0.0017462509874502678 0.0013022881798169439 0.0018105169556290211 0.001150066643162183 0.0011324653160769459 0.001118959599214379
leaf_count=501 352 281 762 763 462
internal_value=0 -0.00158118 -0.00419319 -0.0114673 0.00503547
internal_weight=0 0.00695826 0.00514774 0.00287872 0.00226903
internal_count=3121 2769 2488 1264 1224
is_linear=0
shrinkage=0.1


Tree=7856
num_leaves=7
num_cat=0
split_feature=16 1 43 47 52 43
split_gain=1.05804e-05 2.66678e-05 3.61924e-05 3.43152e-05 3.67394e-05 2.85434e-05
threshold=0.38525000000000004 0.077565000000000009 -0.04890499999999999 1.0000000180025095e-35 -0.0064899999999999992 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2
left_child=1 5 -3 4 -4 -1
right_child=-2 2 3 -5 -6 -7
leaf_value=-0.022050187442386709 0.0087434512475785525 0.016483420207166425 -0.0068459994481596762 -0.016795451057205049 0.018506315575826115 0.00058884502088307831
leaf_weight=0.0010965977603272048 0.001176290792161294 0.0013624540390871982 0.0013032430091323723 0.0011589636235162606 0.0010181829650330837 0.0011316200120937646
leaf_count=1154 311 539 197 159 404 357
internal_value=0 -0.00149913 0.00266649 -0.00274237 0.00427359 -0.0105528
internal_weight=0 0.00707106 0.00484284 0.00348039 0.00232143 0.00222822
internal_count=3121 2810 1299 760 601 1511
is_linear=0
shrinkage=0.1


Tree=7857
num_leaves=6
num_cat=0
split_feature=2 160 2 12 2
split_gain=9.94869e-06 4.42585e-05 3.63476e-05 3.54785e-05 2.90947e-05
threshold=0.089775000000000008 0.085045000000000023 0.11293500000000002 0.089735000000000023 0.10060500000000001
decision_type=2 2 2 2 2
left_child=3 2 4 -1 -2
right_child=1 -3 -4 -5 -6
leaf_value=-0.013198866386667996 0.00063254914063481189 0.021151040381382821 0.0084964095037809145 0.0077480650211763109 -0.02281508137742826
leaf_weight=0.0018984305060505348 0.0010734840696359023 0.0010386469153981816 0.0017681453087816487 0.0014084911574729132 0.0010437159549599284
leaf_count=1175 457 221 478 507 283
internal_value=0 0.00281437 -0.00208747 -0.0042771 -0.0109264
internal_weight=0 0.00492399 0.00388535 0.00330692 0.0021172
internal_count=3121 1439 1218 1682 740
is_linear=0
shrinkage=0.1


Tree=7858
num_leaves=6
num_cat=0
split_feature=16 52 0 0 2
split_gain=8.88885e-06 2.67562e-05 4.32806e-05 3.05811e-05 7.25733e-05
threshold=0.38525000000000004 0.10160000000000001 -0.077999999999999986 -0.10607499999999999 0.11215000000000001
decision_type=2 2 2 2 2
left_child=1 2 3 4 -1
right_child=-2 -3 -4 -5 -6
leaf_value=0.013500681549782243 0.0080247978479849325 -0.014310828245359147 0.01553663935332344 -0.017184274367320174 -0.019307422890251391
leaf_weight=0.0018742692120619598 0.0011738321163596074 0.0013030083634709916 0.001598904576628141 0.0012130991408783676 0.0010530639546446252
leaf_count=297 311 591 575 1197 150
internal_value=0 -0.00137451 0.00156243 -0.00383396 0.00169846
internal_weight=0 0.00704235 0.00573934 0.00414043 0.00292733
internal_count=3121 2810 2219 1644 447
is_linear=0
shrinkage=0.1


Tree=7859
num_leaves=7
num_cat=0
split_feature=2 13 13 52 0 15
split_gain=1.08723e-05 2.85939e-05 2.558e-05 3.85518e-05 3.08078e-05 1.86339e-05
threshold=0.099185000000000009 -0.08971999999999998 -0.084319999999999992 0.077655000000000016 -0.10011499999999998 -0.074054999999999996
decision_type=2 2 2 2 2 2
left_child=2 -2 -1 4 -4 -3
right_child=1 5 3 -5 -6 -7
leaf_value=-0.017321663148843449 0.016767081157398982 0.0076895501193090287 0.0044811893447241269 0.0173559129376426 -0.016719368214906247 -0.010640796767541635
leaf_weight=0.0010017134448339665 0.0011930078211000246 0.0010078009656173926 0.0014594122726648052 0.0010113244003108245 0.0012924532301481445 0.0012331689387852238
leaf_count=658 200 308 157 597 790 411
internal_value=0 0.00426063 -0.00312031 0.000659908 -0.00547596 -0.00239734
internal_weight=0 0.00343398 0.0047649 0.00376319 0.00275187 0.00224097
internal_count=3121 919 2202 1544 947 719
is_linear=0
shrinkage=0.1


Tree=7860
num_leaves=8
num_cat=0
split_feature=50 484 133 42 16 52 4
split_gain=2.92486e-05 3.56462e-05 3.30113e-05 6.23367e-05 4.13468e-05 4.44443e-05 4.33691e-05
threshold=0.079410000000000008 0.073690000000000019 0.091410000000000005 0.090310000000000015 -0.084119999999999986 -1.0000000180025095e-35 0.24564500000000003
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 4 6 -6 -1
right_child=-2 -3 -4 -5 5 -7 -8
leaf_value=-0.00049360592023101892 -0.00030868431016858812 0.00038356182408456798 -0.00032687287318946797 0.00043803300149453377 -0.00016104740966617139 0.0003552981179293432 5.3714337955107442e-05
leaf_weight=0.001248895924612455 0.0010632894851163978 0.001001345362868885 0.0010824872319446666 0.0012346083242865385 0.001202934219477298 0.00137176126721146 0.0010041589037720101
leaf_count=383 609 340 421 364 506 309 189
internal_value=0 3.70936e-05 -1.14637e-05 4.48554e-05 -5.56926e-05 0.000114054 -0.000249672
internal_weight=0 0.00814619 0.00714485 0.00606236 0.00482775 0.0025747 0.00225305
internal_count=3121 2512 2172 1751 1387 815 572
is_linear=0
shrinkage=0.00196078


Tree=7861
num_leaves=6
num_cat=0
split_feature=52 160 4 43 2
split_gain=9.20007e-06 2.94157e-05 2.91892e-05 5.64311e-05 8.27022e-05
threshold=-0.081429999999999989 1.0000000180025095e-35 -0.082109999999999975 -0.0037449999999999996 0.10803500000000001
decision_type=2 2 2 2 2
left_child=-1 2 -2 -4 -5
right_child=1 -3 3 4 -6
leaf_value=0.0064033177595986136 0.01181604281565995 -0.01744214080999322 -0.023252527949256183 0.018480669257828798 -0.017693681676877539
leaf_weight=0.0017496760056375099 0.0017408053171472067 0.0010103871285884842 0.0010697000339180201 0.0015773182799346465 0.001054521762896199
leaf_count=771 521 243 890 485 211
internal_value=0 -0.00177221 0.00113696 -0.00388533 0.00398638
internal_weight=0 0.00645273 0.00544235 0.00370154 0.00263184
internal_count=3121 2350 2107 1586 696
is_linear=0
shrinkage=0.1


Tree=7862
num_leaves=6
num_cat=0
split_feature=2 43 4 13 15
split_gain=1.14701e-05 2.46381e-05 4.08994e-05 2.29994e-05 1.68914e-05
threshold=0.099185000000000009 -0.074359999999999996 0.053180000000000012 -0.08971999999999998 -0.074054999999999996
decision_type=2 2 2 2 2
left_child=1 -1 -3 -2 -5
right_child=3 2 -4 4 -6
leaf_value=0.0054805737583499487 0.015617750896030472 -0.018183625183540726 0.0069294930504705341 0.0080202908793604744 -0.0094419343512548784
leaf_weight=0.0019359788076080122 0.0011897758703020354 0.001807088418210361 0.0010115084832661276 0.0010066836560749821 0.0012317160387322625
leaf_count=936 200 1087 179 308 411
internal_value=0 -0.00320531 -0.00917129 0.00438301 -0.00158858
internal_weight=0 0.00475458 0.0028186 0.00342818 0.0022384
internal_count=3121 2202 1266 919 719
is_linear=0
shrinkage=0.1


Tree=7863
num_leaves=7
num_cat=0
split_feature=131 150 15 16 4 47
split_gain=2.68792e-05 3.04195e-05 5.08416e-05 4.03425e-05 4.16124e-05 2.49465e-05
threshold=0.081165000000000001 0.085455000000000017 -0.037864999999999989 0.0065250000000000004 -0.42529999999999996 0.077555000000000013
decision_type=2 2 2 2 2 2
left_child=1 2 5 -4 -5 -1
right_child=-2 -3 3 4 -6 -7
leaf_value=-2.6440806720352209e-06 -0.00030398793064546729 0.00030852124988008106 -8.1452578669279953e-05 3.0920218205583812e-05 0.00059133749536236196 -0.00039826882494702829
leaf_weight=0.001031901255295791 0.0010234744384745803 0.0012947324937678598 0.0019983869793893929 0.0010205886673947191 0.0010170189484980806 0.0015086792579469288
leaf_count=669 504 299 1036 175 181 257
internal_value=0 3.37998e-05 -2.02847e-05 0.000116498 0.000310638 -0.000237579
internal_weight=0 0.00787131 0.00657658 0.00403599 0.00203761 0.00254058
internal_count=3121 2617 2318 1392 356 926
is_linear=0
shrinkage=0.00196078


Tree=7864
num_leaves=7
num_cat=0
split_feature=50 15 16 2 160 43
split_gain=2.14377e-05 3.26108e-05 3.74428e-05 6.6281e-05 3.95371e-05 4.14653e-05
threshold=0.079410000000000008 -0.15026499999999995 -0.084119999999999986 0.092875000000000013 -0.027994999999999996 -0.074359999999999996
decision_type=2 2 2 2 2 2
left_child=1 -1 3 -3 -4 -6
right_child=-2 2 4 -5 5 -7
leaf_value=0.00035979367377756555 -0.00027092224639239075 5.6139774581723576e-05 0.0004269644105036287 -0.00058479338559715599 0.00024870882939662543 -0.00020237553817830552
leaf_weight=0.0010101793882389904 0.0010222185156037811 0.0015253768739624529 0.0010426251455558657 0.0010455140409458587 0.0013532498259875695 0.0018608373929697259
leaf_count=318 609 418 449 238 448 641
internal_value=0 3.09809e-05 -1.76686e-05 -0.000204511 9.5177e-05 -1.24523e-05
internal_weight=0 0.00783778 0.0068276 0.00257089 0.00425671 0.00321409
internal_count=3121 2512 2194 656 1538 1089
is_linear=0
shrinkage=0.00196078


Tree=7865
num_leaves=8
num_cat=0
split_feature=50 15 16 0 48 13 0
split_gain=2.36283e-05 3.0024e-05 4.22163e-05 7.16095e-05 6.42212e-05 4.67651e-05 7.54813e-05
threshold=0.079410000000000008 -0.15026499999999995 -0.094359999999999986 -0.11756999999999999 0.087555000000000008 -0.063184999999999977 -0.053834999999999994
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 -3 5 -4 -7
right_child=-2 2 4 -5 -6 6 -8
leaf_value=0.00034197908362166305 -0.00028758592206446767 -0.00059030699188478847 -0.00036617851179017707 0.00011055947301965088 0.00052725238426498146 0.00041726619653885801 -0.00026500185643256929
leaf_weight=0.0010161860338135254 0.0010359427584376501 0.0011215774211921965 0.0011228422364086676 0.0011203420446827283 0.0010017533041333836 0.0014060773331424083 0.0011200390551848701
leaf_count=318 609 162 708 239 262 611 212
internal_value=0 2.73386e-05 -1.90491e-05 -0.000240067 8.74946e-05 -3.32327e-05 0.00011476
internal_weight=0 0.00790882 0.00689263 0.00224192 0.00465071 0.00364896 0.00252612
internal_count=3121 2512 2194 401 1793 1531 823
is_linear=0
shrinkage=0.00196078


Tree=7866
num_leaves=7
num_cat=0
split_feature=50 15 16 2 48 0
split_gain=3.29728e-05 4.22965e-05 4.53081e-05 4.52584e-05 4.98051e-05 5.93166e-05
threshold=0.079410000000000008 -0.15026499999999995 -0.36241499999999999 0.10644500000000001 0.082620000000000013 -0.053834999999999994
decision_type=2 2 2 2 2 2
left_child=1 -1 -3 4 5 -4
right_child=-2 2 3 -5 -6 -7
leaf_value=0.00041000808809987484 -0.0003341169676588359 -0.00036895373752455043 7.2555744875937663e-05 0.00039060026588386761 0.00032847171238782017 -0.00044502705221198617
leaf_weight=0.0010178167764126767 0.0010425738679019662 0.0011749974195744322 0.0019706647486969443 0.0012099678161487885 0.0010958962695967666 0.0014986937414239272
leaf_count=318 609 216 1199 351 265 163
internal_value=0 3.66969e-05 -1.79723e-05 5.34366e-05 -3.59247e-05 -0.00015103
internal_weight=0 0.00796804 0.00695022 0.00577522 0.00456525 0.00346936
internal_count=3121 2512 2194 1978 1627 1362
is_linear=0
shrinkage=0.00196078


Tree=7867
num_leaves=8
num_cat=0
split_feature=50 15 47 3 3 12 15
split_gain=2.08901e-05 3.08876e-05 3.95656e-05 5.91191e-05 4.74609e-05 6.05477e-05 5.80107e-05
threshold=0.079410000000000008 -0.15026499999999995 0.096175000000000024 0.10542000000000001 0.013900000000000001 0.084100000000000022 0.040760000000000005
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 4 5 -3 -7
right_child=-2 2 -4 -5 -6 6 -8
leaf_value=0.00035038938828729912 -0.00026794714413156111 0.00038283971253257943 -0.00033897966601137278 0.0004310618732137145 -0.00042602152505644679 -0.00048819989441639292 0.00016964990053824775
leaf_weight=0.0010001992705227563 0.0010342408023140256 0.0013282624890459467 0.0012177274803613133 0.0012290254923486271 0.001020171631718185 0.0010143272001596187 0.0010476697000009702
leaf_count=318 609 390 185 135 110 604 770
internal_value=0 2.84954e-05 -1.84565e-05 5.0754e-05 -5.52238e-05 5.63539e-05 -0.000153956
internal_weight=0 0.00785738 0.00685718 0.00563946 0.00441043 0.00339026 0.002062
internal_count=3121 2512 2194 2009 1874 1764 1374
is_linear=0
shrinkage=0.00196078


Tree=7868
num_leaves=7
num_cat=0
split_feature=2 13 1 4 13 16
split_gain=9.35042e-06 2.03595e-05 3.16741e-05 3.24159e-05 1.89203e-05 1.4437e-05
threshold=0.099185000000000009 -0.084319999999999992 0.086560000000000012 0.053180000000000012 -0.08971999999999998 -0.065999999999999989
decision_type=2 2 2 2 2 2
left_child=1 -1 -3 -4 -2 -6
right_child=4 2 3 -5 5 -7
leaf_value=-0.015532676355145235 0.014086883973993845 0.01167793144847318 -0.019965610501625004 0.0040260197741937998 0.0060539554571408388 -0.0099819843993483905
leaf_weight=0.0010083605027987243 0.0011960395587239693 0.0015107307112240884 0.0010431847020632283 0.0012238916153252516 0.0011959996799259707 0.0010581195005511094
leaf_count=658 200 929 476 139 279 440
internal_value=0 -0.00290853 0.000461062 -0.00701362 0.00392065 -0.00147357
internal_weight=0 0.00478617 0.00377781 0.00226708 0.00345016 0.00225412
internal_count=3121 2202 1544 615 919 719
is_linear=0
shrinkage=0.1


Tree=7869
num_leaves=7
num_cat=0
split_feature=457 1 4 12 4 2
split_gain=1.01958e-05 2.13838e-05 4.2255e-05 2.71752e-05 9.93221e-06 5.63967e-06
threshold=0.045365000000000009 0.111945 -0.0029599999999999995 0.084100000000000022 0.19806500000000002 0.092235000000000025
decision_type=2 2 2 2 2 2
left_child=1 2 3 -1 -3 -4
right_child=-2 4 5 -5 -6 -7
leaf_value=0.01477617008088012 0.0090480922494336116 0.00032137314118784507 -0.021189363350092576 -0.0048761534958334657 0.01401203364372771 -0.010709587557516637
leaf_weight=0.001140879769374746 0.0010726223421716396 0.0010837948400378864 0.001034963728686352 0.0018359246823499607 0.0010368588424192644 0.0010192019758079661
leaf_count=344 289 185 290 1400 269 344
internal_value=0 -0.0014071 -0.00495727 0.00265573 0.0070152 -0.0159897
internal_weight=0 0.00715162 0.00503097 0.0029768 0.00212065 0.00205417
internal_count=3121 2832 2378 1744 454 634
is_linear=0
shrinkage=0.1


Tree=7870
num_leaves=6
num_cat=0
split_feature=42 43 16 48 16
split_gain=9.5117e-06 1.85026e-05 3.34865e-05 2.81665e-05 2.55315e-05
threshold=-1.0000000180025095e-35 -0.052894999999999991 0.064860000000000015 0.092150000000000024 -0.088159999999999988
decision_type=2 2 2 2 2
left_child=-1 -2 3 4 -3
right_child=1 2 -4 -5 -6
leaf_value=-0.0074224625351645883 0.0098773092298036179 0.017936537610728737 -0.01716433678594519 -0.010354820864010803 -0.0017913503169865762
leaf_weight=0.0014392066012064763 0.0019073661385012181 0.0013609083187241312 0.0010920660493543592 0.0011470772729524179 0.0012665457617473672
leaf_count=862 1041 361 225 146 486
internal_value=0 0.00152915 -0.00174274 0.00271911 0.00842685
internal_weight=0 0.00677396 0.0048666 0.00377453 0.00262745
internal_count=3121 2259 1218 993 847
is_linear=0
shrinkage=0.1


Tree=7871
num_leaves=6
num_cat=0
split_feature=12 15 3 2 1
split_gain=9.09653e-06 3.75166e-05 6.40882e-05 3.50832e-05 6.3678e-05
threshold=0.051320000000000005 0.088235000000000022 -0.10519499999999998 0.083215000000000011 0.10557500000000002
decision_type=2 2 2 2 2
left_child=3 2 -2 -1 -5
right_child=1 -3 -4 4 -6
leaf_value=0.019522288492740906 0.0074710625952935138 0.011584187300002109 -0.022464609829778388 -0.016561284428596331 0.012137753470073526
leaf_weight=0.0010056379181695575 0.0012629291086452841 0.0011914672111610547 0.0016488382648839851 0.0015215259891561963 0.0015718287695045395
leaf_count=201 277 669 1354 305 315
internal_value=0 -0.00336391 -0.00948053 0.00329652 -0.00197842
internal_weight=0 0.00410323 0.00291177 0.00409899 0.00309335
internal_count=3121 2300 1631 821 620
is_linear=0
shrinkage=0.1


Tree=7872
num_leaves=6
num_cat=0
split_feature=150 15 43 43 15
split_gain=9.55678e-06 2.5916e-05 3.842e-05 4.06002e-05 3.15863e-05
threshold=0.081835000000000019 -0.037864999999999989 -0.084004999999999982 0.016310000000000002 -0.10653
decision_type=2 2 2 2 2
left_child=1 4 -3 -4 -1
right_child=-2 2 3 -5 -6
leaf_value=-0.00061931286178366711 0.0073034959273679777 0.016634096143054954 -0.016362468769978895 0.0084312576744570693 -0.022993331718080781
leaf_weight=0.0016250850612979421 0.0014590546849828547 0.0014240426109305114 0.0012974908482944235 0.0013451968060725714 0.0010314592726751773
leaf_count=483 420 375 926 299 618
internal_value=0 -0.00162479 0.0033932 -0.00374182 -0.0093065
internal_weight=0 0.00672327 0.00406673 0.00264269 0.00265654
internal_count=3121 2701 1600 1225 1101
is_linear=0
shrinkage=0.1


Tree=7873
num_leaves=6
num_cat=0
split_feature=43 43 12 52 0
split_gain=1.03036e-05 4.30903e-05 2.19668e-05 3.76442e-05 5.36345e-05
threshold=-0.09225499999999999 -0.067199999999999996 0.090020000000000017 -0.069804999999999992 -0.10224499999999999
decision_type=2 2 2 2 2
left_child=-1 -2 3 -3 -5
right_child=1 2 -4 4 -6
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leaf_count=476 877 234 677 276 581
internal_value=0 0.00185313 -0.00173769 0.00186148 0.00749507
internal_weight=0 0.0063758 0.00535429 0.00406939 0.00302988
internal_count=3121 2645 1768 1091 857
is_linear=0
shrinkage=0.1


Tree=7874
num_leaves=7
num_cat=0
split_feature=50 15 16 2 48 4
split_gain=3.44148e-05 3.57928e-05 4.28918e-05 4.95394e-05 5.71674e-05 4.13742e-05
threshold=0.079410000000000008 -0.15914499999999995 -0.36241499999999999 0.10644500000000001 0.082620000000000013 -0.059649999999999988
decision_type=2 2 2 2 2 2
left_child=1 -1 -3 4 5 -4
right_child=-2 2 3 -5 -6 -7
leaf_value=0.00038511126456676828 -0.00033868821093509434 -0.00035079485685644721 -0.00037863622875144949 0.00041034510865592741 0.00035299336520022787 4.8951918863591002e-05
leaf_weight=0.0010063619941695677 0.0010469126660932184 0.0011824949386943272 0.0016849524116915426 0.00121856527872009 0.0011107726607608127 0.0017989218446373709
leaf_count=306 609 221 838 351 270 526
internal_value=0 3.93589e-05 -1.03791e-05 5.88667e-05 -3.43504e-05 -0.000157848
internal_weight=0 0.00800207 0.00699571 0.00581321 0.00459465 0.00348387
internal_count=3121 2512 2206 1985 1634 1364
is_linear=0
shrinkage=0.00196078


Tree=7875
num_leaves=7
num_cat=0
split_feature=484 160 49 52 4 2
split_gain=2.58862e-05 3.29967e-05 3.49819e-05 3.24463e-05 6.32053e-05 3.70603e-05
threshold=0.073690000000000019 -1.0000000180025095e-35 -0.081404999999999991 0.077655000000000016 0.0052350000000000009 0.10803500000000001
decision_type=2 2 2 2 2 2
left_child=1 -1 -3 4 -4 -6
right_child=-2 2 3 -5 5 -7
leaf_value=-0.00037455396070377008 0.00028293847035983994 0.00034000427276702027 -0.0005740138939074903 0.000156041151970236 0.00014879417559663958 -0.00031544024597821886
leaf_weight=0.0010140710176456489 0.0010531119561124581 0.0010171494505610409 0.0010257590873778708 0.0019125439529215447 0.0019462337493179346 0.0010012784157597471
leaf_count=613 394 173 788 648 293 212
internal_value=0 -4.42854e-05 4.23231e-06 -5.37937e-05 -0.000154798 -8.9076e-06
internal_weight=0 0.00791704 0.00690296 0.00588582 0.00397327 0.00294751
internal_count=3121 2727 2114 1941 1293 505
is_linear=0
shrinkage=0.00196078


Tree=7876
num_leaves=8
num_cat=0
split_feature=50 15 16 2 48 4 52
split_gain=2.10722e-05 3.16285e-05 5.20133e-05 4.55314e-05 5.44216e-05 4.69781e-05 2.48215e-05
threshold=0.079410000000000008 -0.15026499999999995 -0.36241499999999999 0.10644500000000001 0.082620000000000013 0.053180000000000012 0.08976000000000002
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 6 -4
right_child=-2 2 3 -5 -6 -7 -8
leaf_value=0.0003542377972442014 -0.00026653444957002917 -0.00039800851489154258 -0.00053995250302642196 0.00040100701085839377 0.00035297451697764113 0.0001372916123364096 -0.00011325947213749298
leaf_weight=0.0010058004436558155 0.0010472432320469604 0.0011523945445871585 0.0010887800338715706 0.0011837897522718388 0.0010781696163064645 0.0013222717737613838 0.0010107302741113678
leaf_count=318 609 216 887 351 265 139 336
internal_value=0 2.95943e-05 -1.81705e-05 5.88427e-05 -3.11695e-05 -0.000152209 -0.000334537
internal_weight=0 0.00784194 0.00683614 0.00568374 0.00449995 0.00342178 0.00209951
internal_count=3121 2512 2194 1978 1627 1362 1223
is_linear=0
shrinkage=0.00196078


Tree=7877
num_leaves=6
num_cat=0
split_feature=42 16 2 4 15
split_gain=1.01326e-05 1.80847e-05 2.99508e-05 3.70873e-05 5.06734e-06
threshold=-1.0000000180025095e-35 -0.36241499999999999 0.10672500000000001 -0.059649999999999988 -0.095244999999999982
decision_type=2 2 2 2 2
left_child=-1 -2 3 -3 -5
right_child=1 2 -4 4 -6
leaf_value=-0.0076881322138140883 -0.00799691817535364 -0.012248552500533045 0.016018081673319577 0.012966527616169888 0.0032004857218005528
leaf_weight=0.0014298618948663565 0.0015275780426075832 0.0015600054148564896 0.0015528020973755393 0.0010564867928819497 0.0010688004906108048
leaf_count=862 340 687 387 200 645
internal_value=0 0.00157691 0.00436891 -0.000539486 0.00805521
internal_weight=0 0.00676567 0.00523809 0.00368529 0.00212529
internal_count=3121 2259 1919 1532 845
is_linear=0
shrinkage=0.1


Tree=7878
num_leaves=7
num_cat=0
split_feature=16 43 4 15 151 2
split_gain=9.24388e-06 2.74388e-05 3.33491e-05 3.53503e-05 2.81871e-05 5.77321e-05
threshold=0.38525000000000004 0.054355000000000007 -0.084369999999999987 -0.0040799999999999994 -0.044604999999999992 0.090675000000000019
decision_type=2 2 2 2 2 2
left_child=1 2 -1 4 -4 -6
right_child=-2 -3 3 -5 5 -7
leaf_value=-0.01462841608245647 0.0082321523337507019 -0.01571747274299061 -0.013652252824602626 0.018380500524275381 -0.012043846522412149 0.019634412305265313
leaf_weight=0.0010720155084332564 0.0011606452648367247 0.0011244893510259368 0.0011120355666977208 0.0013821318390479205 0.0010275459294221672 0.0013071410718179088
leaf_count=485 311 399 433 690 406 397
internal_value=0 -0.00140124 0.00132691 0.00486903 -0.000549058 0.00569213
internal_weight=0 0.00702536 0.00590087 0.00482885 0.00344672 0.00233469
internal_count=3121 2810 2411 1926 1236 803
is_linear=0
shrinkage=0.1


Tree=7879
num_leaves=8
num_cat=0
split_feature=11 2 4 2 1 1 16
split_gain=3.66184e-05 3.81781e-05 4.59939e-05 4.86928e-05 3.71559e-05 3.30197e-05 1.94034e-05
threshold=0.076920000000000002 0.089775000000000008 0.033845000000000007 0.10644500000000001 0.10937500000000001 0.090405000000000013 -0.056919999999999991
decision_type=2 2 2 2 2 2 2
left_child=1 5 3 -3 -4 -1 -7
right_child=-2 2 4 -5 -6 6 -8
leaf_value=-0.00036226902369442573 -0.00035932409599051762 9.7593577747369354e-05 -0.00034891880382939924 0.00060761243667364245 0.00018324293457028446 0.00022480899485996495 -0.00015316270928538027
leaf_weight=0.0013500470565431695 0.0010081982977575643 0.0018315349537821163 0.0010148768243874937 0.0011855716649627917 0.0010029125458175117 0.0010191349879352682 0.0010708534578427037
leaf_count=1085 226 524 299 273 193 259 262
internal_value=0 3.59645e-05 0.000144746 0.000298005 -8.44156e-05 -0.00012325 3.11465e-05
internal_weight=0 0.00847493 0.0050349 0.00301711 0.00201779 0.00344004 0.00208999
internal_count=3121 2895 1289 797 492 1606 521
is_linear=0
shrinkage=0.00196078


Tree=7880
num_leaves=7
num_cat=0
split_feature=50 15 4 151 43 0
split_gain=2.8313e-05 3.41209e-05 5.60224e-05 4.15403e-05 3.88858e-05 7.74216e-05
threshold=0.079410000000000008 -0.15914499999999995 0.098655000000000007 -0.0071249999999999985 0.016310000000000002 -0.053834999999999994
decision_type=2 2 2 2 2 2
left_child=1 -1 3 -3 5 -5
right_child=-2 2 -4 4 -6 -7
leaf_value=0.00036041530516248192 -0.00031055673003631674 0.00039707596952261751 -0.00031744488829845536 0.00011931964305181209 0.00028414855288938598 -0.00052941251793915168
leaf_weight=0.0010308874165448467 0.0010824956337168916 0.0012249348814976687 0.0018293759211228475 0.0018118491683795372 0.0012010319100718828 0.0011601645564217221
leaf_count=306 609 351 277 1089 232 257
internal_value=0 2.66968e-05 -2.09037e-05 7.95941e-05 -1.3598e-05 -0.000133921
internal_weight=0 0.00825824 0.00722736 0.00539798 0.00417305 0.00297201
internal_count=3121 2512 2206 1929 1578 1346
is_linear=0
shrinkage=0.00196078


Tree=7881
num_leaves=8
num_cat=0
split_feature=50 15 16 2 48 0 4
split_gain=2.078e-05 3.48219e-05 4.33796e-05 4.24146e-05 4.2029e-05 5.30064e-05 1.9833e-05
threshold=0.079410000000000008 -0.15914499999999995 -0.36241499999999999 0.10644500000000001 0.082620000000000013 -0.053834999999999994 0.042705000000000007
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 6 -4
right_child=-2 2 3 -5 -6 -7 -8
leaf_value=0.00037100284185703292 -0.00026198206291175226 -0.00036484371551117516 -0.00012754531696192791 0.00037402241435594084 0.00029669181003231425 -0.00041563631338483863 0.0002603210736355602
leaf_weight=0.0010083985689992546 0.0010588987360975926 0.0011616977595330872 0.0010050208687538138 0.0012275975669721667 0.0011143626185393307 0.0015270316662453279 0.0010225553528968056
leaf_count=306 609 221 1059 351 270 163 142
internal_value=0 3.01697e-05 -1.85243e-05 4.97049e-05 -3.55668e-05 -0.000139729 6.8065e-05
internal_weight=0 0.00806666 0.00705827 0.00589657 0.00466897 0.00355461 0.00202758
internal_count=3121 2512 2206 1985 1634 1364 1201
is_linear=0
shrinkage=0.00196078


Tree=7882
num_leaves=6
num_cat=0
split_feature=15 15 52 3 15
split_gain=9.87565e-06 2.00941e-05 5.00199e-05 3.15426e-05 2.71006e-05
threshold=-0.11713499999999999 -0.031204999999999997 -0.066844999999999988 0.10542000000000001 0.088235000000000022
decision_type=2 2 2 2 2
left_child=-1 2 -2 4 -3
right_child=1 3 -4 -5 -6
leaf_value=-0.0073580986692226187 -0.0074384465723150717 -0.014950724503400535 0.021597208343825454 0.011899433902240774 0.003977412251714431
leaf_weight=0.00150945800109481 0.0010542393380320988 0.001944093213202047 0.0013570070285747707 0.0011242559233760937 0.0012381772202826214
leaf_count=484 438 935 473 94 697
internal_value=0 0.00159321 0.00890231 -0.0024992 -0.00758605
internal_weight=0 0.00671777 0.00241125 0.00430653 0.00318227
internal_count=3121 2637 911 1726 1632
is_linear=0
shrinkage=0.1


Tree=7883
num_leaves=8
num_cat=0
split_feature=50 15 16 48 0 52 4
split_gain=2.27132e-05 3.73605e-05 4.70015e-05 6.26789e-05 6.10408e-05 4.37911e-05 2.91091e-05
threshold=0.079410000000000008 -0.15026499999999995 -0.094359999999999986 0.087555000000000008 -0.11756999999999999 1.0000000180025095e-35 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2
left_child=1 -1 4 5 -3 6 -4
right_child=-2 2 3 -5 -6 -7 -8
leaf_value=0.00038306236537086224 -0.00027683720062298295 -0.00057406417311377808 -0.00045420155464172545 0.00052165487028826266 7.3290238067217129e-05 0.00021367711970016485 1.2724575032289348e-05
leaf_weight=0.0010158690909620764 0.001035585191810435 0.001129975388525595 0.001013083839977485 0.0010212012015340683 0.0011102379134402319 0.0016184172381581924 0.0010405839083348701
leaf_count=318 609 162 666 262 239 678 187
internal_value=0 3.18846e-05 -1.95686e-05 9.19676e-05 -0.000253239 -2.75278e-05 -0.000217612
internal_weight=0 0.00794937 0.0069335 0.00469329 0.00224021 0.00367208 0.00205367
internal_count=3121 2512 2194 1793 401 1531 853
is_linear=0
shrinkage=0.00196078


Tree=7884
num_leaves=8
num_cat=0
split_feature=50 484 2 48 43 4 43
split_gain=2.35892e-05 3.61038e-05 2.93757e-05 6.07093e-05 3.16139e-05 3.56202e-05 2.57423e-05
threshold=0.079410000000000008 0.064170000000000019 0.11389000000000002 0.08975000000000001 -1.0000000180025095e-35 0.052250000000000012 -0.15879999999999997
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 4 6 -6 -1
right_child=-2 -3 -4 -5 5 -7 -8
leaf_value=-1.1307896292679826e-05 -0.00028285446595973865 0.00037960379118124845 -0.00027183570577208818 0.0004676291743518105 -0.0001024749092292139 0.00037796072741368803 -0.00044988931785285968
leaf_weight=0.0010177656358623275 0.0010379142672348575 0.0010010719703635535 0.0014059812794818176 0.0010597529911827901 0.0014305697756754523 0.0010137640471852864 0.0010405849943854991
leaf_count=125 609 351 367 218 399 121 931
internal_value=0 3.14066e-05 -1.86148e-05 4.53902e-05 -5.39881e-05 9.67812e-05 -0.00023303
internal_weight=0 0.00796949 0.00696842 0.00556244 0.00450268 0.00244433 0.00205835
internal_count=3121 2512 2161 1794 1576 520 1056
is_linear=0
shrinkage=0.00196078


Tree=7885
num_leaves=6
num_cat=0
split_feature=0 1 48 47 2
split_gain=1.0825e-05 2.88537e-05 2.80763e-05 3.89534e-05 3.44834e-05
threshold=0.041630000000000007 0.077565000000000009 0.092150000000000024 0.087235000000000021 0.089775000000000008
decision_type=2 2 2 2 2
left_child=1 -1 3 4 -3
right_child=-2 2 -4 -5 -6
leaf_value=-0.014566476336098012 0.007785287880103295 0.0018911233151431225 -0.0097902779137930447 -0.0089222373443283917 0.024658875463735939
leaf_weight=0.0013913674681015854 0.0014526063442521532 0.0013799348077371439 0.0015479013338626909 0.001185586256066868 0.0012843961525651117
leaf_count=1554 252 575 216 179 345
internal_value=0 -0.00172604 0.00158377 0.00615684 0.0128668
internal_weight=0 0.00678919 0.00539782 0.00384992 0.00266433
internal_count=3121 2869 1315 1099 920
is_linear=0
shrinkage=0.1


Tree=7886
num_leaves=6
num_cat=0
split_feature=52 52 15 15 52
split_gain=8.99951e-06 2.67291e-05 1.61035e-05 4.33493e-05 3.6921e-05
threshold=-0.081429999999999989 -0.0064899999999999992 -0.11713499999999999 -0.031204999999999997 0.10160000000000001
decision_type=2 2 2 2 2
left_child=-1 -2 -3 -4 -5
right_child=1 2 3 4 -6
leaf_value=0.0063106766241554646 -0.015384308016171813 -0.0096923787010321453 0.019521800688235925 0.0057843919393804752 -0.017491616607073549
leaf_weight=0.0017536389171876254 0.0011787182794285493 0.001070043528425638 0.0012666359976175258 0.0018952125246244518 0.0010641281481071972
leaf_count=771 438 330 404 838 340
internal_value=0 -0.00176512 0.00126606 0.0040408 -0.00258526
internal_weight=0 0.00647474 0.00529602 0.00422598 0.00295934
internal_count=3121 2350 1912 1582 1178
is_linear=0
shrinkage=0.1


Tree=7887
num_leaves=6
num_cat=0
split_feature=0 3 12 1 2
split_gain=1.02546e-05 2.18012e-05 1.85558e-05 6.51287e-05 4.56186e-05
threshold=0.13134000000000004 0.12745000000000004 0.051320000000000005 0.10557500000000002 0.083995000000000014
decision_type=2 2 2 2 2
left_child=1 2 3 -1 -4
right_child=-2 -3 4 -5 -6
leaf_value=-0.0065846218109406832 0.0092616063494007743 -0.014980897676936125 -0.01768836811795322 0.024213938555731535 0.0058315896717384347
leaf_weight=0.0015698688083295562 0.0010358590088087438 0.0010125749878029094 0.0014310224218241569 0.0012203589555784594 0.0019461455023740931
leaf_count=342 84 192 686 265 1552
internal_value=0 -0.00138161 0.000851149 0.00688571 -0.00413463
internal_weight=0 0.00717997 0.0061674 0.00279023 0.00337717
internal_count=3121 3037 2845 607 2238
is_linear=0
shrinkage=0.1


Tree=7888
num_leaves=6
num_cat=0
split_feature=3 457 3 12 4
split_gain=9.99459e-06 1.7005e-05 3.2705e-05 5.16847e-05 5.23258e-05
threshold=0.13524500000000003 0.069910000000000014 0.088060000000000013 0.079890000000000017 0.09173000000000002
decision_type=2 2 2 2 2
left_child=1 2 3 -1 -5
right_child=-2 -3 -4 4 -6
leaf_value=0.015283827650826608 0.0084187250555159444 0.010477760001168878 -0.017415112518201697 -0.017325174510149175 0.0093016540134422312
leaf_weight=0.0015585263746279335 0.0011946675605470367 0.0010171056282938266 0.0013185613062989543 0.0019080611531651517 0.0012035781803473539
leaf_count=401 192 246 135 1940 207
internal_value=0 -0.00147704 -0.0035074 0.000419262 -0.00702595
internal_weight=0 0.00700583 0.00598873 0.00467017 0.00311164
internal_count=3121 2929 2683 2548 2147
is_linear=0
shrinkage=0.1


Tree=7889
num_leaves=7
num_cat=0
split_feature=50 160 43 2 4 13
split_gain=1.98967e-05 2.42455e-05 2.72648e-05 4.03417e-05 5.67845e-05 2.60965e-05
threshold=0.079410000000000008 -0.027994999999999996 -0.15323999999999996 0.11411 0.0052350000000000009 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2
left_child=1 -1 -3 4 -4 -6
right_child=-2 2 3 -5 5 -7
leaf_value=0.00026045113910628165 -0.00026331509555635831 0.00025122605673913022 -0.00023223482119484544 -0.00043533204502282171 1.1049432966047347e-05 0.00045551490992155164
leaf_weight=0.0014293091670800825 0.0010043248732453467 0.0011373093458336625 0.0019918104173750877 0.0010097495545993724 0.0010139814670226152 0.0010175675206428657
leaf_count=625 609 176 1072 268 263 108
internal_value=0 3.03385e-05 -2.29646e-05 -8.49223e-05 3.0207e-06 0.000233674
internal_weight=0 0.00759973 0.00617042 0.00503311 0.00402336 0.00203155
internal_count=3121 2512 1887 1711 1443 371
is_linear=0
shrinkage=0.00196078


Tree=7890
num_leaves=6
num_cat=0
split_feature=42 43 16 52 15
split_gain=9.25851e-06 1.81369e-05 2.4201e-05 2.18462e-05 3.11235e-05
threshold=-1.0000000180025095e-35 -0.052894999999999991 0.064860000000000015 -0.049749999999999996 -0.10324499999999999
decision_type=2 2 2 2 2
left_child=-1 -2 3 -3 -5
right_child=1 2 -4 4 -6
leaf_value=-0.0073583467317083831 0.0097844591497856393 0.014505812127325518 -0.014844115375626972 -0.016557867270556539 0.0055268328501006294
leaf_weight=0.0014260087785452858 0.0019030064532351868 0.0010270074612894514 0.0010915000920056288 0.0010090154452140543 0.0017360249817727587
leaf_count=862 1041 156 225 198 639
internal_value=0 0.00150781 -0.00173067 0.00206391 -0.00259101
internal_weight=0 0.00676655 0.00486355 0.00377205 0.00274504
internal_count=3121 2259 1218 993 837
is_linear=0
shrinkage=0.1


Tree=7891
num_leaves=7
num_cat=0
split_feature=50 160 13 13 4 13
split_gain=3.56174e-05 3.55721e-05 3.69645e-05 5.6091e-05 8.21667e-05 2.64672e-05
threshold=0.079410000000000008 -0.081639999999999976 -0.074044999999999986 0.016935000000000002 0.0061450000000000003 -0.13710499999999998
decision_type=2 2 2 2 2 2
left_child=1 -1 5 4 -4 -3
right_child=-2 2 3 -5 -6 -7
leaf_value=0.00036255784013208522 -0.00033997579541408877 8.4445420770792461e-06 -0.00073619597882275216 0.00016711961630007404 -3.8525430028230799e-05 0.00042294916627232966
leaf_weight=0.0011336640524535228 0.0010713070331209431 0.0014058125284658564 0.0010029515959934288 0.0016809763673042944 0.0018391131882521841 0.0010234038355264397
leaf_count=441 609 187 625 380 295 584
internal_value=0 4.04951e-05 -1.20217e-05 -0.000116801 -0.00028473 0.000183071
internal_weight=0 0.00808592 0.00695226 0.00452304 0.00284206 0.00242922
internal_count=3121 2512 2071 1300 920 771
is_linear=0
shrinkage=0.00196078


Tree=7892
num_leaves=7
num_cat=0
split_feature=13 3 16 52 2 4
split_gain=1.05898e-05 2.03809e-05 3.09756e-05 6.73896e-05 3.11161e-05 1.08669e-05
threshold=-0.23438999999999996 0.10893000000000001 0.23311500000000004 0.090245000000000006 0.088225000000000012 0.0082450000000000006
decision_type=2 2 2 2 2 2
left_child=-1 2 3 4 -2 -6
right_child=1 -3 -4 -5 5 -7
leaf_value=0.0094473817499329833 -0.0055761876581278333 -0.013642219675983664 0.016935351879703329 -0.02411812871150678 0.019500361165145488 0.0050133989787526315
leaf_weight=0.0010298851958796427 0.0018465285023441368 0.0011425664905073156 0.0010065634636738799 0.0011031268241751381 0.0010384996410725228 0.0010326622809239097
leaf_count=169 1109 111 397 666 388 281
internal_value=0 -0.00139671 0.000924585 -0.00228522 0.0038624 0.0122773
internal_weight=0 0.00716995 0.00602738 0.00502082 0.00391769 0.00207116
internal_count=3121 2952 2841 2444 1778 669
is_linear=0
shrinkage=0.1


Tree=7893
num_leaves=6
num_cat=0
split_feature=52 3 3 1 4
split_gain=1.12172e-05 2.90867e-05 3.80636e-05 4.56065e-05 4.34859e-05
threshold=0.10347000000000002 0.12178000000000001 0.090900000000000009 0.10920500000000001 -0.076229999999999978
decision_type=2 2 2 2 2
left_child=1 2 3 4 -1
right_child=-2 -3 -4 -5 -6
leaf_value=0.0036506689721565941 0.0076233564421339635 -0.016591327447201553 0.017444669693050949 0.015333050554263436 -0.019199319046930206
leaf_weight=0.0015370107608588526 0.0015513621640079944 0.001110247002641734 0.0011378015671597297 0.0010291402574882326 0.0018179953511045606
leaf_count=840 583 171 128 280 1119
internal_value=0 -0.0018222 0.00114729 -0.00308231 -0.00873118
internal_weight=0 0.00663219 0.00552195 0.00438415 0.00335501
internal_count=3121 2538 2367 2239 1959
is_linear=0
shrinkage=0.1


Tree=7894
num_leaves=7
num_cat=0
split_feature=50 15 4 2 0 52
split_gain=3.57341e-05 4.80628e-05 4.33723e-05 3.68229e-05 4.69033e-05 2.899e-05
threshold=0.079410000000000008 -0.15026499999999995 0.23246000000000003 0.089775000000000008 -0.082009999999999986 -0.0064899999999999992
decision_type=2 2 2 2 2 2
left_child=1 -1 3 5 -5 -3
right_child=-2 2 -4 4 -6 -7
leaf_value=0.00044133891673252414 -0.0003472799578603302 -0.00035019976306438217 -0.00038965189216035566 0.0004167715114064998 -3.9665014650926123e-05 7.641502180591602e-05
leaf_weight=0.0010015733011716956 0.0010366406312382241 0.0012289485871377604 0.0010290557144256888 0.0016432030846671227 0.0018290210669188228 0.0012206815397908005
leaf_count=318 609 484 169 318 604 619
internal_value=0 3.97678e-05 -1.80955e-05 4.64707e-05 0.00017634 -0.000137612
internal_weight=0 0.00795248 0.00695091 0.00592185 0.00347222 0.00244963
internal_count=3121 2512 2194 2025 922 1103
is_linear=0
shrinkage=0.00196078


Tree=7895
num_leaves=8
num_cat=0
split_feature=50 15 0 0 43 0 2
split_gain=3.27559e-05 3.76803e-05 4.9446e-05 5.03948e-05 4.55451e-05 2.98339e-05 5.1836e-05
threshold=0.079410000000000008 -0.15026499999999995 -0.14920999999999998 -0.10607499999999999 0.016310000000000002 -0.076899999999999982 0.088300000000000003
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -3 -4 5 -5 -7
right_child=-2 2 3 4 -6 6 -8
leaf_value=0.00038738431220851143 -0.00033090839277359315 -0.00031368920885323231 0.00046110509950699174 -0.00041836988616842594 0.00029867289178369831 0.00030571955831378684 -0.00031386737840459353
leaf_weight=0.0010222811134441836 0.0010607910052683094 0.0016396448808956507 0.0010479257034868017 0.0010270867019738536 0.0012468046548975904 0.0010193004964251808 0.0010579907232062548
leaf_count=318 609 167 223 973 258 177 396
internal_value=0 3.56178e-05 -1.54714e-05 7.50938e-05 -1.78719e-05 -0.000145005 -9.84391e-06
internal_weight=0 0.00806103 0.00703875 0.00539911 0.00435118 0.00310438 0.00207729
internal_count=3121 2512 2194 2027 1804 1546 573
is_linear=0
shrinkage=0.00196078


Tree=7896
num_leaves=7
num_cat=0
split_feature=3 51 52 4 0 3
split_gain=1.18239e-05 1.88303e-05 2.10941e-05 3.00539e-05 5.59615e-05 4.03905e-05
threshold=0.13524500000000003 0.087505000000000013 -0.088204999999999992 0.25615500000000008 -0.10011499999999998 -0.082974999999999979
decision_type=2 2 2 2 2 2
left_child=1 2 -1 4 -4 -6
right_child=-2 -3 3 -5 5 -7
leaf_value=-0.011235186419981807 0.0091506675679349624 -0.014250711868734013 0.024119204725018949 -0.010337762364086001 0.010880677819483903 -0.016011712535019512
leaf_weight=0.0012168383434136799 0.00119604247998521 0.0010084008637603128 0.0013529871022378852 0.0011797729480329758 0.0012007509325848034 0.0010441560882996873
leaf_count=580 192 373 222 296 685 773
internal_value=0 -0.00160774 0.000519077 0.00351281 0.0080545 -0.00162757
internal_weight=0 0.00700291 0.00599451 0.00477767 0.00359789 0.00224491
internal_count=3121 2929 2556 1976 1680 1458
is_linear=0
shrinkage=0.1


Tree=7897
num_leaves=7
num_cat=0
split_feature=15 16 2 48 0 12
split_gain=1.13737e-05 3.86958e-05 3.61405e-05 3.8777e-05 4.21427e-05 3.56412e-05
threshold=-0.15026499999999995 -0.36241499999999999 0.10912000000000001 0.082620000000000013 -0.053834999999999994 0.089735000000000023
decision_type=2 2 2 2 2 2
left_child=-1 -2 3 4 5 -3
right_child=1 2 -4 -5 -6 -7
leaf_value=0.0091477497480107438 -0.019117332501789236 -0.0096889230565908504 0.01739442451167849 0.01484663175338765 -0.019976784951966389 0.01557110469233957
leaf_weight=0.0011581782965943335 0.0010637227042592816 0.0012441526980844371 0.0011639946254831928 0.0010393460647111089 0.0014989442987012732 0.0010136859009838204
leaf_count=363 216 981 370 320 204 667
internal_value=0 -0.00154789 0.00158779 -0.00224839 -0.00697788 0.00165189
internal_weight=0 0.00702385 0.00596012 0.00479613 0.00375678 0.00225784
internal_count=3121 2758 2542 2172 1852 1648
is_linear=0
shrinkage=0.1


Tree=7898
num_leaves=8
num_cat=0
split_feature=50 15 0 0 43 0 2
split_gain=2.06745e-05 3.14471e-05 4.50786e-05 3.97233e-05 5.55771e-05 3.60897e-05 4.94035e-05
threshold=0.079410000000000008 -0.15026499999999995 -0.14920999999999998 -0.10607499999999999 0.016310000000000002 -0.076899999999999982 0.08919500000000001
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -3 -4 5 -5 -7
right_child=-2 2 3 4 -6 6 -8
leaf_value=0.00035370402043899705 -0.00026399450098883991 -0.00030710408009058607 0.00041410883618140439 -0.0004573201989585688 0.00033917941053515096 0.00030533118628992451 -0.00030361676640693259
leaf_weight=0.0010045374914457112 0.0010442576801100003 0.0015915354534149721 0.0010333811616841729 0.0010159639174484631 0.0012234345482858124 0.0010039344879500844 0.0010458016564708313
leaf_count=318 609 167 223 973 258 184 389
internal_value=0 2.95288e-05 -1.75703e-05 6.90059e-05 -1.41398e-05 -0.00015514 -5.36187e-06
internal_weight=0 0.00791859 0.00691405 0.00532252 0.00428913 0.0030657 0.00204974
internal_count=3121 2512 2194 2027 1804 1546 573
is_linear=0
shrinkage=0.00196078


Tree=7899
num_leaves=6
num_cat=0
split_feature=4 16 52 1 2
split_gain=1.09426e-05 1.91573e-05 2.19303e-05 3.51854e-05 1.46842e-05
threshold=0.26790000000000008 -0.092484999999999984 0.0031350000000000002 0.090405000000000013 0.091545000000000015
decision_type=2 2 2 2 2
left_child=1 4 3 -3 -1
right_child=-2 2 -4 -5 -6
leaf_value=-0.0013580958309837381 0.0081923177727097722 -0.017839558990826981 0.010219206648801602 0.0049193362087919315 -0.018273432849059031
leaf_weight=0.0010357902683634261 0.0013498909202590411 0.0010896651308235005 0.001880697477223621 0.0018037707924910885 0.0010171914674060138
leaf_count=289 377 908 827 530 190
internal_value=0 -0.00166115 0.00181257 -0.00365164 -0.00973914
internal_weight=0 0.00682712 0.00477413 0.00289344 0.00205298
internal_count=3121 2744 2265 1438 479
is_linear=0
shrinkage=0.1


Tree=7900
num_leaves=6
num_cat=0
split_feature=16 4 3 2 2
split_gain=1.04835e-05 2.77924e-05 1.9165e-05 3.77528e-05 3.3959e-05
threshold=-0.48836499999999994 0.098655000000000007 -0.078934999999999991 0.083215000000000011 0.099185000000000009
decision_type=2 2 2 2 2
left_child=-1 2 -2 -4 -5
right_child=1 -3 3 4 -6
leaf_value=0.0082516191465919399 -0.0061686704988944789 -0.013881963335374442 0.021268409095937184 -0.014799343483589127 0.0095137862331164721
leaf_weight=0.0012871361183735656 0.0019706885587907532 0.0014497716166338532 0.0011216202090253416 0.0010157700482931525 0.0013223391433513634
leaf_count=274 1559 291 295 317 385
internal_value=0 -0.00158127 0.00170268 0.00618626 -0.00104883
internal_weight=0 0.00688019 0.00543042 0.00345973 0.00233811
internal_count=3121 2847 2556 997 702
is_linear=0
shrinkage=0.1


Tree=7901
num_leaves=5
num_cat=0
split_feature=0 47 49 2
split_gain=1.04405e-05 2.73419e-05 3.7433e-05 3.33292e-05
threshold=-0.019414999999999998 0.087235000000000021 -0.054319999999999993 0.091185000000000002
decision_type=2 2 2 2
left_child=1 2 -1 -4
right_child=-2 -3 3 -5
leaf_value=-0.012114253875939429 0.0064653329207398696 -0.012155593127846517 0.018650804972907973 -0.0020327157905238548
leaf_weight=0.001277237150027291 0.0018993481195714668 0.0018619262955444221 0.0015437674355804477 0.0015727782669498116
leaf_count=310 365 363 1264 819
internal_value=0 -0.00199979 0.00230387 0.00821278
internal_weight=0 0.00625571 0.00439378 0.00311655
internal_count=3121 2756 2393 2083
is_linear=0
shrinkage=0.1


Tree=7902
num_leaves=6
num_cat=0
split_feature=4 4 3 13 43
split_gain=1.04667e-05 1.97777e-05 3.40588e-05 2.43817e-05 2.94758e-05
threshold=0.24564500000000003 0.055260000000000011 0.096675000000000011 -0.033284999999999988 -0.013819999999999997
decision_type=2 2 2 2 2
left_child=1 2 3 -1 -5
right_child=-2 -3 -4 4 -6
leaf_value=-0.016339883768814487 0.0066959621555345451 -0.012483949757888991 0.014429140401602498 0.013427889084061713 -0.0085445409602405448
leaf_weight=0.0011201446804906851 0.0018038535142372259 0.0013886373020486559 0.0013701697653246622 0.0011205483408904203 0.001341393135915905
leaf_count=1221 426 279 171 526 498
internal_value=0 -0.00193716 0.00102021 -0.00410879 0.00145617
internal_weight=0 0.00634089 0.00495226 0.00358209 0.00246194
internal_count=3121 2695 2416 2245 1024
is_linear=0
shrinkage=0.1


Tree=7903
num_leaves=7
num_cat=0
split_feature=50 15 0 0 0 4
split_gain=1.89239e-05 4.65608e-05 3.73426e-05 2.70988e-05 4.51206e-05 2.7874e-05
threshold=0.079410000000000008 -0.15026499999999995 -0.14920999999999998 -0.10011499999999998 -0.060129999999999996 -0.35136499999999998
decision_type=2 2 2 2 2 2
left_child=1 -1 -3 -4 -5 -6
right_child=-2 2 3 4 5 -7
leaf_value=0.00042805683675793156 -0.00024723664325082182 -0.00028912718712288546 0.0002776044954910542 -0.00037972547292435633 -0.00010005312544621745 0.00030126320959765067
leaf_weight=0.001013485084313699 0.0010257996903527992 0.0015563063697525683 0.0015174854767188448 0.0010405449751279333 0.0013227820619016008 0.0013389314091906256
leaf_count=318 609 167 286 1323 188 230
internal_value=0 3.60767e-05 -2.25513e-05 5.69303e-05 -3.35198e-05 0.000101822
internal_weight=0 0.00778954 0.00677605 0.00521974 0.00370226 0.00266171
internal_count=3121 2512 2194 2027 1741 418
is_linear=0
shrinkage=0.00196078


Tree=7904
num_leaves=7
num_cat=0
split_feature=13 15 2 0 4 3
split_gain=1.06346e-05 3.38836e-05 3.91409e-05 4.84462e-05 2.84889e-05 1.71801e-05
threshold=-0.074044999999999986 0.035560000000000008 0.11215000000000001 -0.12333499999999999 0.053180000000000012 -0.078934999999999991
decision_type=2 2 2 2 2 2
left_child=5 2 3 -2 -5 -1
right_child=1 -3 -4 4 -6 -7
leaf_value=-0.0050080731373489829 0.023191947892026964 -0.018367496953038544 -0.014878919632022184 -0.014119520784355612 0.0094673584237426039 0.011291866769881673
leaf_weight=0.0010470105766262473 0.0011694358948340596 0.0010874871001233478 0.0011026139430678396 0.0010235036094758971 0.0010248040825141269 0.001690942278573001
leaf_count=788 164 742 250 471 166 540
internal_value=0 -0.00259028 0.00138104 0.00695279 -0.00231859 0.00505867
internal_weight=0 0.00540784 0.00432036 0.00321774 0.00204831 0.00273795
internal_count=3121 1793 1051 801 637 1328
is_linear=0
shrinkage=0.1


Tree=7905
num_leaves=7
num_cat=0
split_feature=50 15 4 151 1 3
split_gain=2.90551e-05 2.99058e-05 4.29847e-05 3.17926e-05 4.35192e-05 3.29009e-05
threshold=0.079410000000000008 -0.14809499999999998 0.23246000000000003 -0.0071249999999999985 0.084885000000000002 -0.059315
decision_type=2 2 2 2 2 2
left_child=1 -1 3 -3 5 -5
right_child=-2 2 -4 4 -6 -7
leaf_value=0.00034719008934819506 -0.00031318879066341733 0.00034606048243261418 -0.00038823862362430769 -4.2268315056043221e-05 -0.00025577378308677418 0.00038592102825508388
leaf_weight=0.0010130624696067861 0.0010591402115041953 0.0011300530696310377 0.0010053851206044536 0.0017063979499493123 0.0018372154425515931 0.0011581771616300631
leaf_count=330 609 346 167 1101 445 123
internal_value=0 3.27872e-05 -1.37974e-05 5.07547e-05 -2.02206e-05 0.000130853
internal_weight=0 0.00785029 0.00683723 0.00583184 0.00470179 0.00286458
internal_count=3121 2512 2182 2015 1669 1224
is_linear=0
shrinkage=0.00196078


Tree=7906
num_leaves=8
num_cat=0
split_feature=484 160 52 3 0 4 43
split_gain=2.41908e-05 3.17137e-05 3.70216e-05 3.75421e-05 3.20507e-05 9.22784e-05 2.58641e-05
threshold=0.083530000000000007 -1.0000000180025095e-35 0.10347000000000002 0.11296500000000002 -0.084269999999999984 0.053180000000000012 -0.074974999999999986
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 4 5 -3 -6
right_child=-2 2 -4 -5 6 -7 -8
leaf_value=-0.00035399231978359546 0.00028215342404478696 -0.00058284063287128689 0.00033291690202231751 -0.0003727894426315448 -3.4069747737399412e-05 0.00017213281641519735 0.00039481007569931498
leaf_weight=0.0010790396446975128 0.0010006421510567179 0.0010264062727299362 0.0011258538123601379 0.0011512994346611332 0.0010021224598655433 0.0015814970393232669 0.0011738825646627532
leaf_count=628 372 527 203 154 367 236 634
internal_value=0 -4.09127e-05 6.93074e-06 -5.49058e-05 2.15963e-05 -0.000125006 0.000197297
internal_weight=0 0.0081401 0.00706106 0.00593521 0.00478391 0.0026079 0.00217601
internal_count=3121 2749 2121 1918 1764 763 1001
is_linear=0
shrinkage=0.00196078


Tree=7907
num_leaves=8
num_cat=0
split_feature=48 16 15 15 16 0 52
split_gain=3.24212e-05 7.92816e-05 4.65508e-05 5.916e-05 4.9307e-05 8.1748e-05 5.16066e-05
threshold=0.11926500000000002 -0.48836499999999994 -0.11713499999999999 -0.095244999999999982 -0.010264999999999998 -0.053834999999999994 0.095415000000000014
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -3 -4 -5 -6 -7
right_child=-2 2 3 4 5 6 -8
leaf_value=0.00054058902399154373 -0.00034460320970692101 -0.00042668550881981489 0.00043547941740705272 -0.00031403198372459445 0.00053221718811773469 -0.00042103559928543703 0.00018853838327919598
leaf_weight=0.0010200243965092035 0.0010027219616041009 0.0010422892537153726 0.0010919124553694717 0.001936155686574779 0.0010453767558458054 0.0011438531043066679 0.0010014553776793282
leaf_count=242 117 323 145 1333 635 277 49
internal_value=0 2.87103e-05 -4.31979e-05 2.10762e-05 -6.71832e-05 8.26084e-05 -0.000136479
internal_weight=0 0.00828107 0.00726104 0.00621875 0.00512684 0.00319069 0.00214531
internal_count=3121 3004 2762 2439 2294 961 326
is_linear=0
shrinkage=0.00196078


Tree=7908
num_leaves=7
num_cat=0
split_feature=0 4 160 52 4 2
split_gain=1.82002e-05 4.94893e-05 3.00996e-05 3.89229e-05 3.92307e-05 2.10126e-05
threshold=-0.060129999999999996 -0.46376499999999993 -1.0000000180025095e-35 0.077655000000000016 0.24564500000000003 0.089885000000000007
decision_type=2 2 2 2 2 2
left_child=2 -2 -1 4 5 -4
right_child=1 -3 3 -5 -6 -7
leaf_value=-0.00033428751871902873 -0.00023100714548445026 0.00030418019012774626 -0.00042719920854750404 0.00033833122202976635 0.00018306287693578181 -6.2216834559198917e-05
leaf_weight=0.0012667699815745621 0.0010067660908379054 0.0019528119588491329 0.0011576749528757681 0.0010544000404462866 0.0013279552737168127 0.0012736600872610196
leaf_count=821 183 390 549 578 221 379
internal_value=0 0.000122124 -6.53619e-05 5.4085e-06 -8.79692e-05 -0.000236002
internal_weight=0 0.00295958 0.00608046 0.00481369 0.00375929 0.00243134
internal_count=3121 573 2548 1727 1149 928
is_linear=0
shrinkage=0.00196078


Tree=7909
num_leaves=7
num_cat=0
split_feature=50 15 16 2 52 52
split_gain=2.21742e-05 3.73636e-05 3.88449e-05 5.58947e-05 3.10658e-05 2.39424e-05
threshold=0.079410000000000008 -0.14809499999999998 -0.084119999999999986 0.092875000000000013 0.0031350000000000002 -0.081934999999999994
decision_type=2 2 2 2 2 2
left_child=1 -1 3 -3 5 -4
right_child=-2 2 4 -5 -6 -7
leaf_value=0.00038597355456055938 -0.0002721435532932648 3.1400110637572486e-05 0.0001157492998799774 -0.00055833079999430637 0.00030374061169886272 -0.00027368732517612528
leaf_weight=0.0010110721213807631 0.0010271719133216842 0.0015182498107326084 0.0015193335385555974 0.0010419759243072376 0.0016862772232189688 0.0010107151546043249
leaf_count=330 609 417 609 236 513 407
internal_value=0 3.43604e-05 -1.81008e-05 -0.000208612 9.75809e-05 -3.98246e-05
internal_weight=0 0.00778762 0.00677655 0.00256023 0.00421633 0.00253005
internal_count=3121 2512 2182 653 1529 1016
is_linear=0
shrinkage=0.00196078


Tree=7910
num_leaves=6
num_cat=0
split_feature=0 2 0 12 43
split_gain=1.00906e-05 3.3404e-05 2.70369e-05 3.08557e-05 5.71932e-05
threshold=-0.23001499999999997 0.11293500000000002 -0.10224499999999999 0.091545000000000015 -0.084154999999999994
decision_type=2 2 2 2 2
left_child=-1 2 -2 4 -4
right_child=1 -3 3 -5 -6
leaf_value=-0.008610311655554273 -0.014001522936510476 0.013963148259665832 -0.0099706707413150224 -0.0099958421843180656 0.020681025590435942
leaf_weight=0.0011771139880616937 0.00146202188642644 0.0016253829681151235 0.0010107932097557736 0.0014007767593433593 0.0015304527914982932
leaf_count=117 344 490 393 734 1043
internal_value=0 0.00139357 -0.002387 0.00192061 0.00848916
internal_weight=0 0.00702943 0.00540404 0.00394202 0.00254125
internal_count=3121 3004 2514 2170 1436
is_linear=0
shrinkage=0.1


Tree=7911
num_leaves=7
num_cat=0
split_feature=4 0 13 151 4 16
split_gain=2.51214e-05 4.09092e-05 3.83874e-05 4.38364e-05 6.48661e-05 9.1396e-05
threshold=-0.46376499999999993 -0.019414999999999998 0.021350000000000004 -0.0083949999999999979 0.071150000000000005 -0.056919999999999991
decision_type=2 2 2 2 2 2
left_child=-1 2 3 -2 5 -5
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leaf_count=183 454 196 333 901 349 705
internal_value=0 2.28441e-05 -3.2208e-05 2.73869e-05 0.000123772 -7.36134e-05
internal_weight=0 0.00811109 0.00701472 0.00600163 0.00450972 0.00264572
internal_count=3121 2938 2742 2409 1955 1606
is_linear=0
shrinkage=0.00196078


Tree=7912
num_leaves=8
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split_feature=50 15 47 3 3 12 42
split_gain=3.86702e-05 4.46084e-05 4.69475e-05 5.56749e-05 4.68671e-05 5.33477e-05 4.27211e-05
threshold=0.079410000000000008 -0.15026499999999995 0.096175000000000024 0.10542000000000001 0.013900000000000001 0.084100000000000022 0.088200000000000014
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 4 5 -3 -7
right_child=-2 2 -4 -5 -6 6 -8
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leaf_weight=0.0010078086034935067 0.0010381787612936998 0.0013492198556708575 0.0012196953060662685 0.0012779081574502624 0.0010128278778070085 0.0010155852917662911 0.0010456187313098095
leaf_count=318 609 390 185 135 110 849 525
internal_value=0 4.08655e-05 -1.52583e-05 5.94382e-05 -4.47112e-05 6.52796e-05 -0.000133131
internal_weight=0 0.00792866 0.00692086 0.00570116 0.00442325 0.00341042 0.0020612
internal_count=3121 2512 2194 2009 1874 1764 1374
is_linear=0
shrinkage=0.00196078


Tree=7913
num_leaves=7
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split_feature=16 12 4 151 3 0
split_gain=9.79353e-06 2.1266e-05 3.1256e-05 2.58143e-05 4.03518e-05 3.15403e-05
threshold=-0.48836499999999994 0.10388500000000002 0.098655000000000007 -0.0071249999999999985 0.083060000000000009 -0.061629999999999997
decision_type=2 2 2 2 2 2
left_child=-1 2 3 -2 5 -5
right_child=1 -3 -4 4 -6 -7
leaf_value=0.0079183719957705637 0.017739404313046374 -0.014843215911622604 -0.015330336202744025 -0.0038288160839262879 -0.01667138226122843 0.017455044976974449
leaf_weight=0.0012980328741688234 0.0010757254978236187 0.0010248576939467643 0.0010018829206810765 0.0014402725996096027 0.0010337692408337504 0.001347796850933411
leaf_count=274 420 324 222 1474 179 228
internal_value=0 -0.00154697 0.000762865 0.00405501 0.000203293 0.00646014
internal_weight=0 0.0069243 0.00589945 0.00489756 0.00382184 0.00278807
internal_count=3121 2847 2523 2301 1881 1702
is_linear=0
shrinkage=0.1


Tree=7914
num_leaves=6
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split_feature=4 16 16 15 4
split_gain=1.04824e-05 1.86864e-05 2.01692e-05 4.50484e-05 6.25441e-05
threshold=0.24564500000000003 -0.092484999999999984 -0.056919999999999991 -0.016799999999999995 -0.10429499999999998
decision_type=2 2 2 2 2
left_child=1 -1 -3 -4 -5
right_child=-2 2 3 4 -6
leaf_value=-0.011320954692285851 0.006644365542693942 0.012258794780585856 -0.018544438714335556 -0.0089020028283982606 0.023802987714288196
leaf_weight=0.0015976260206692888 0.0018213730515512462 0.0012215286489682294 0.0011867713728068103 0.0013459110275183782 0.0010339261417617786
leaf_count=430 426 860 651 264 490
internal_value=0 -0.00195606 0.00116866 -0.00262961 0.00530676
internal_weight=0 0.00638576 0.00478814 0.00356661 0.00237984
internal_count=3121 2695 2265 1405 754
is_linear=0
shrinkage=0.1


Tree=7915
num_leaves=6
num_cat=0
split_feature=52 52 2 3 2
split_gain=9.64876e-06 2.9624e-05 1.77327e-05 5.24297e-05 3.96033e-05
threshold=-0.081429999999999989 -0.0064899999999999992 0.10613000000000002 -0.08824499999999999 0.089775000000000008
decision_type=2 2 2 2 2
left_child=-1 -2 3 -3 -5
right_child=1 2 -4 4 -6
leaf_value=0.0065576453444730828 -0.016241769477358718 -0.012656028433509398 -0.0067242609263294386 0.0025630164370024577 0.028505920507149358
leaf_weight=0.0017435887735000469 0.0011675586879414885 0.0010913393178626054 0.0017924097964890319 0.001360351764295731 0.0010369807898806269
leaf_count=771 438 379 385 790 358
internal_value=0 -0.00182692 0.00135996 0.00551347 0.0137848
internal_weight=0 0.00644864 0.00528108 0.00348867 0.00239733
internal_count=3121 2350 1912 1527 1148
is_linear=0
shrinkage=0.1


Tree=7916
num_leaves=6
num_cat=0
split_feature=15 0 0 52 0
split_gain=1.01548e-05 3.34177e-05 3.14602e-05 3.357e-05 3.49351e-05
threshold=-0.15026499999999995 -0.14920999999999998 -0.10011499999999998 0.083680000000000018 -0.040504999999999992
decision_type=2 2 2 2 2
left_child=-1 -2 -3 4 -4
right_child=1 2 3 -5 -6
leaf_value=0.0086473078450662304 -0.014880359115609872 0.014600872343464326 -0.023237346879182323 0.0070650506796148295 0.0023791842751072849
leaf_weight=0.0011560750793502802 0.0014688625313057195 0.0014742235907720972 0.0011235278525994262 0.001943551119773867 0.0010118312800217733
leaf_count=363 190 307 1184 820 257
internal_value=0 -0.00146702 0.00208094 -0.00244408 -0.0110991
internal_weight=0 0.007022 0.00555313 0.00407891 0.00213536
internal_count=3121 2758 2568 2261 1441
is_linear=0
shrinkage=0.1


Tree=7917
num_leaves=7
num_cat=0
split_feature=52 160 4 52 2 43
split_gain=1.01295e-05 5.11106e-05 3.0203e-05 2.82087e-05 6.69972e-05 5.23632e-05
threshold=-0.046924999999999988 -1.0000000180025095e-35 0.0052350000000000009 0.10347000000000002 0.10613000000000002 -0.0037449999999999996
decision_type=2 2 2 2 2 2
left_child=2 -2 -1 4 5 -3
right_child=1 3 -4 -5 -6 -7
leaf_value=-0.0055629544894128897 -0.022420355789758161 -0.010800970660012094 0.016482356190399127 0.016691773817292581 -0.022838875236796261 0.018623549528054489
leaf_weight=0.0012625493574823154 0.0010383628559225205 0.0010061592326925633 0.0012239133313755625 0.0010331212884115305 0.0010842050725056629 0.0015161233462588932
leaf_count=726 743 593 227 204 210 418
internal_value=0 -0.00236524 0.00528842 0.00212318 -0.00205017 0.00688587
internal_weight=0 0.00567797 0.00248646 0.00463961 0.00360649 0.00252228
internal_count=3121 2168 953 1425 1221 1011
is_linear=0
shrinkage=0.1


Tree=7918
num_leaves=7
num_cat=0
split_feature=4 151 43 13 43 4
split_gain=1.07977e-05 1.40495e-05 3.64638e-05 4.58988e-05 4.31712e-05 1.26476e-05
threshold=0.26790000000000008 -0.024429999999999997 -0.074359999999999996 0.021350000000000004 0.016310000000000002 0.0061450000000000003
decision_type=2 2 2 2 2 2
left_child=1 -1 3 -3 5 -4
right_child=-2 2 4 -5 -6 -7
leaf_value=0.0088070243437707446 0.0081508125440499356 0.02226615490258594 -0.025075852661183669 -0.0075168165486257515 0.0042226030467653669 -0.010047082239253512
leaf_weight=0.0010801497269318861 0.0013461825224010066 0.0010072128942729746 0.0012222027588381767 0.0010641345977876995 0.00138838857341394 0.0010334595617951725
leaf_count=450 377 602 913 209 399 171
internal_value=0 -0.00165221 -0.00362889 0.00696544 -0.00965091 -0.0181902
internal_weight=0 0.00679555 0.0057154 0.00207135 0.00364405 0.00225566
internal_count=3121 2744 2294 811 1483 1084
is_linear=0
shrinkage=0.1


Tree=7919
num_leaves=7
num_cat=0
split_feature=1 42 160 49 0 43
split_gain=9.46017e-06 3.39064e-05 2.26037e-05 4.2605e-05 3.86395e-05 3.69041e-05
threshold=0.12500000000000003 0.092145000000000019 0.085045000000000023 -0.006494999999999999 -0.10011499999999998 -0.0030899999999999994
decision_type=2 2 2 2 2 2
left_child=1 2 3 -1 -5 -6
right_child=-2 -3 -4 4 5 -7
leaf_value=-0.018971880053132398 0.0086077540562438538 -0.018342350091308701 0.014757086406771848 0.014692114856100724 0.006989983678613876 -0.019150485227949283
leaf_weight=0.0010757665749003063 0.0010970780010882532 0.0010089061787973523 0.0010553314529134208 0.0017225659387745665 0.0011418179976477644 0.0010247760898459983
leaf_count=351 279 566 320 229 906 470
internal_value=0 -0.00137668 0.00146651 -0.0013585 0.00351347 -0.00537418
internal_weight=0 0.00702916 0.00602026 0.00496493 0.00388916 0.00216659
internal_count=3121 2842 2276 1956 1605 1376
is_linear=0
shrinkage=0.1


Tree=7920
num_leaves=5
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split_feature=0 47 3 42
split_gain=1.02955e-05 2.65399e-05 2.89994e-05 4.1403e-05
threshold=-0.019414999999999998 0.087235000000000021 0.090900000000000009 0.081660000000000024
decision_type=2 2 2 2
left_child=1 2 3 -1
right_child=-2 -3 -4 -5
leaf_value=-0.015371076403206002 0.0064219327265353787 -0.012056200701143214 0.013793831117854602 0.0084627273608329535
leaf_weight=0.0014633954602312068 0.0018967468638919531 0.0018438093868653922 0.001452707812561814 0.00145209343128255
leaf_count=943 365 363 223 1227
internal_value=0 -0.00199553 0.00225107 -0.00350037
internal_weight=0 0.00621201 0.0043682 0.00291549
internal_count=3121 2756 2393 2170
is_linear=0
shrinkage=0.1


Tree=7921
num_leaves=7
num_cat=0
split_feature=150 15 3 3 52 12
split_gain=2.31555e-05 3.93044e-05 7.82864e-05 5.27057e-05 8.68259e-05 3.25657e-05
threshold=0.081835000000000019 -0.016799999999999995 0.099930000000000005 -0.08824499999999999 0.084960000000000022 0.08815000000000002
decision_type=2 2 2 2 2 2
left_child=1 2 5 -3 -5 -1
right_child=-2 3 -4 4 -6 -7
leaf_value=0.00027801232169668747 0.00020614705676803567 -0.000216075855223118 -0.00058123933617345821 0.00054889594510676627 -0.00019663946295225062 -0.00021704489707839118
leaf_weight=0.0010189258956934391 0.0015791200588326209 0.0014868212871064312 0.0013313254398610547 0.0014985152795176659 0.0010022803435550444 0.0010245658906560067
leaf_count=478 420 489 151 562 489 532
internal_value=0 -5.55179e-05 -0.000211247 7.62799e-05 0.000250097 2.98005e-05
internal_weight=0 0.00736243 0.00337482 0.00398762 0.0025008 0.00204349
internal_count=3121 2701 1161 1540 1051 1010
is_linear=0
shrinkage=0.00196078


Tree=7922
num_leaves=6
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split_feature=4 4 3 16 43
split_gain=9.36115e-06 2.09401e-05 4.05564e-05 1.94827e-05 6.29818e-05
threshold=0.24564500000000003 0.033845000000000007 0.10299500000000002 -0.083134999999999987 -0.088004999999999986
decision_type=2 2 2 2 2
left_child=1 2 3 -1 -5
right_child=-2 -3 -4 4 -6
leaf_value=0.0063762025256391816 0.0063147913457313872 -0.010804064846362378 0.018959912839377965 0.0079980863412203243 -0.026336210265556298
leaf_weight=0.0012651369770369869 0.0018064141716484534 0.0018469586517718068 0.0010577822159290031 0.0010615926631051943 0.0010755686692967895
leaf_count=558 426 363 133 397 1244
internal_value=0 -0.00185002 0.00185793 -0.00345911 -0.00928133
internal_weight=0 0.00630704 0.00446008 0.0034023 0.00213716
internal_count=3121 2695 2332 2199 1641
is_linear=0
shrinkage=0.1


Tree=7923
num_leaves=7
num_cat=0
split_feature=50 484 133 42 16 0
split_gain=3.60748e-05 3.58245e-05 4.37951e-05 5.2408e-05 3.23759e-05 6.23441e-05
threshold=0.079410000000000008 0.064170000000000019 0.091410000000000005 0.086555000000000007 -0.27167499999999994 -0.10607499999999999
decision_type=2 2 2 2 2 2
left_child=1 2 3 4 -1 -6
right_child=-2 -3 -4 -5 5 -7
leaf_value=-0.00032055510028921935 -0.00034909010204859243 0.00038195371956774115 -0.00037572348186649788 0.00036989713268307405 0.00036063848945795522 -0.00019722637328121884
leaf_weight=0.0012622865717154337 0.0010631979927230731 0.0010026947759947894 0.0010884440572632706 0.0014918640822330484 0.0013905950826677057 0.0017263174573825166
leaf_count=201 609 351 419 543 168 830
internal_value=0 3.54499e-05 -1.44728e-05 5.25e-05 -5.56279e-05 5.16623e-05
internal_weight=0 0.0079622 0.00695951 0.00587106 0.0043792 0.00311691
internal_count=3121 2512 2161 1742 1199 998
is_linear=0
shrinkage=0.00196078


Tree=7924
num_leaves=6
num_cat=0
split_feature=51 49 15 15 3
split_gain=9.18589e-06 2.32354e-05 4.93005e-05 7.16731e-05 6.94129e-05
threshold=0.087505000000000013 -0.026779999999999995 -0.016799999999999995 -0.10653 -0.059315
decision_type=2 2 2 2 2
left_child=1 -1 3 -3 -4
right_child=-2 2 4 -5 -6
leaf_value=0.013250375448801879 -0.0080103856036183082 0.0031427271525449004 -0.0061020283027762023 -0.030451723861915688 0.024689901428153364
leaf_weight=0.0013308094207560295 0.0012268086277520277 0.0014491083012964448 0.0016813339681467348 0.0011305152543333054 0.0012967121832335457
leaf_count=350 435 445 1199 544 148
internal_value=0 0.00138171 -0.0014603 -0.01158 0.00730551
internal_weight=0 0.00688848 0.00555767 0.00257962 0.00297805
internal_count=3121 2686 2336 989 1347
is_linear=0
shrinkage=0.1


Tree=7925
num_leaves=8
num_cat=0
split_feature=11 3 3 43 13 52 1
split_gain=3.2287e-05 2.80771e-05 2.77806e-05 5.74475e-05 3.78225e-05 3.86666e-05 4.08824e-05
threshold=1.0000000180025095e-35 -0.10519499999999998 -0.078934999999999991 -0.067199999999999996 -0.095304999999999987 -0.066844999999999988 0.10508500000000001
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -3 -4 -5 -6 -7
right_child=-2 2 3 4 5 6 -8
leaf_value=0.00032585654763969544 -0.0003367895366929423 -0.00028354563514533618 0.00042312362474057852 0.00022547031236084394 -0.00048219268235191536 -0.00029265575408788828 0.00024607574477129146
leaf_weight=0.0011098616187303935 0.0010029373314908571 0.0011839336059755881 0.0012238029296070992 0.0013048175037840264 0.0010357650679548641 0.0010763612685254409 0.0010899901733619438
leaf_count=177 244 1329 466 212 186 389 118
internal_value=0 3.63576e-05 -1.01094e-05 4.63808e-05 -5.59191e-05 -0.000170581 -2.15954e-05
internal_weight=0 0.00802453 0.00691467 0.00573074 0.00450693 0.00320212 0.00216635
internal_count=3121 2877 2700 1371 905 693 507
is_linear=0
shrinkage=0.00196078


Tree=7926
num_leaves=7
num_cat=0
split_feature=1 42 151 16 4 3
split_gain=1.0666e-05 2.81374e-05 1.91872e-05 4.46451e-05 2.98081e-05 3.34728e-05
threshold=0.12500000000000003 0.092145000000000019 -0.044604999999999992 -0.25582999999999995 -0.0029599999999999995 -0.078934999999999991
decision_type=2 2 2 2 2 2
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right_child=-2 -3 3 4 -6 -7
leaf_value=-0.011519501683597989 0.0091380998192622191 -0.016928369865748239 0.021035212634692303 -0.0063135975532924108 -0.012344910118206561 0.017615188374899001
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leaf_count=420 279 566 172 1014 384 286
internal_value=0 -0.00147171 0.00112323 0.0036498 -0.00147967 0.00561715
internal_weight=0 0.00701521 0.00600677 0.00500629 0.00386573 0.00233838
internal_count=3121 2842 2276 1856 1684 1300
is_linear=0
shrinkage=0.1


Tree=7927
num_leaves=6
num_cat=0
split_feature=150 0 1 16 43
split_gain=9.70595e-06 2.46509e-05 3.89443e-05 2.33378e-05 4.61589e-05
threshold=0.081835000000000019 -0.10224499999999999 0.111945 -0.056919999999999991 -0.074359999999999996
decision_type=2 2 2 2 2
left_child=1 2 -1 -3 -5
right_child=-2 3 -4 4 -6
leaf_value=-0.021370329805487764 0.0074077233934196976 0.012432245543516945 0.0043762694065577618 0.010627470457396104 -0.015643747031552576
leaf_weight=0.0013090914182944597 0.0014405800655005107 0.0016026943928686217 0.0010658086043162384 0.001306029168645099 0.0013707257348034422
leaf_count=311 420 1146 119 537 588
internal_value=0 -0.00164552 -0.00981576 0.00288859 -0.00282562
internal_weight=0 0.00665435 0.0023749 0.00427945 0.00267675
internal_count=3121 2701 430 2271 1125
is_linear=0
shrinkage=0.1


Tree=7928
num_leaves=6
num_cat=0
split_feature=15 12 12 3 2
split_gain=9.67293e-06 1.7906e-05 4.37782e-05 4.88966e-05 2.82419e-05
threshold=0.088655000000000025 0.099815000000000015 0.084100000000000022 0.10893000000000001 0.089775000000000008
decision_type=2 2 2 2 2
left_child=1 2 3 4 -1
right_child=-2 -3 -4 -5 -6
leaf_value=0.0011733624284080268 -0.0087040101433932242 0.012320048006437698 -0.015477988164061922 -0.010680838068343078 0.021404598500924382
leaf_weight=0.0012861173847777288 0.0011095709735903792 0.0012259339797608673 0.0015305924644756158 0.0014404811478933846 0.0014886694454666987
leaf_count=396 683 300 1177 223 342
internal_value=0 0.00134843 -0.000992468 0.00426732 0.0120274
internal_weight=0 0.00697179 0.00574586 0.00421527 0.00277479
internal_count=3121 2438 2138 961 738
is_linear=0
shrinkage=0.1


Tree=7929
num_leaves=7
num_cat=0
split_feature=4 12 3 1 3 15
split_gain=2.05556e-05 3.61696e-05 8.1135e-05 2.94119e-05 8.25996e-05 4.3109e-05
threshold=-0.46376499999999993 0.092355000000000007 -0.091054999999999983 0.094385000000000011 0.10732000000000001 -0.0040799999999999994
decision_type=2 2 2 2 2 2
left_child=-1 2 -2 5 -5 -4
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leaf_value=-0.00026847820040238083 0.0006111017706490427 -0.00022235968705893399 -0.0004199119613302291 0.00054818406493355436 -0.00014428909315716709 0.00011125251786503295
leaf_weight=0.0010019902356913826 0.0010002126332908862 0.0017075263809655473 0.0012035213702658726 0.0011187114378720009 0.0016231546476223285 0.0011476027133801407
leaf_count=183 340 863 613 299 223 600
internal_value=0 2.98566e-05 0.000100536 2.66434e-07 0.000138248 -0.000160646
internal_weight=0 0.00780073 0.0060932 0.00509299 0.00274187 0.00235112
internal_count=3121 2938 2075 1735 522 1213
is_linear=0
shrinkage=0.00196078


Tree=7930
num_leaves=7
num_cat=0
split_feature=4 16 160 16 43 2
split_gain=8.95714e-06 1.60965e-05 2.60927e-05 3.91884e-05 7.07392e-05 1.56227e-05
threshold=0.26790000000000008 -0.092484999999999984 -0.027994999999999996 -0.056919999999999991 -0.072864999999999985 0.091545000000000015
decision_type=2 2 2 2 2 2
left_child=1 5 -3 -4 -5 -1
right_child=-2 2 3 4 -6 -7
leaf_value=-0.00024328733259570252 0.0074194662212211096 0.015633629405711055 0.012893650180895984 0.0078069759743348973 -0.025743790052269119 -0.017856159846297983
leaf_weight=0.0010126333734043862 0.0013449574145023204 0.0010431626503815418 0.0011630434376478224 0.0012321285894871417 0.0012825943031188605 0.0010018689918181124
leaf_count=289 377 600 776 456 433 190
internal_value=0 -0.00151902 0.00167439 -0.00228502 -0.00930506 -0.00900267
internal_weight=0 0.00673543 0.00472093 0.00367777 0.00251472 0.0020145
internal_count=3121 2744 2265 1665 889 479
is_linear=0
shrinkage=0.1


Tree=7931
num_leaves=6
num_cat=0
split_feature=43 1 16 13 0
split_gain=9.91673e-06 2.56291e-05 3.42284e-05 3.08976e-05 3.83041e-05
threshold=-0.24021999999999996 0.11829500000000003 0.071345000000000006 -0.086919999999999983 -0.10224499999999999
decision_type=2 2 2 2 2
left_child=-1 2 3 -2 -5
right_child=1 -3 -4 4 -6
leaf_value=-0.0091474296293283606 -0.011597712819964691 0.015616405654163657 -0.016289161819696914 -0.0025498780444136028 0.018134626293370891
leaf_weight=0.0010390836844766885 0.0011615064885075947 0.0010639363651430379 0.0012046905626191089 0.0019065169729847004 0.0016878702435603164
leaf_count=166 491 350 462 275 1377
internal_value=0 0.0013194 -0.00123255 0.00258136 0.00716325
internal_weight=0 0.00702452 0.00596058 0.00475589 0.00359439
internal_count=3121 2955 2605 2143 1652
is_linear=0
shrinkage=0.1


Tree=7932
num_leaves=6
num_cat=0
split_feature=42 160 49 52 2
split_gain=1.00043e-05 1.70423e-05 2.56876e-05 3.87375e-05 3.41956e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.047584999999999995 0.077655000000000016 0.10005000000000001
decision_type=2 2 2 2 2
left_child=-1 -2 -3 4 -4
right_child=1 2 3 -5 -6
leaf_value=-0.007731650413778943 -0.0078774922404453683 0.016537099352313896 -0.018297248081219974 0.013416242671729493 0.0052801019839561081
leaf_weight=0.0013933052869889431 0.0014797513089987021 0.0012871637962165545 0.0013209266995104758 0.0014179490817131405 0.0011513068011355877
leaf_count=862 828 257 528 316 330
internal_value=0 0.00158665 0.00429162 0.000239897 -0.00731739
internal_weight=0 0.0066571 0.00517735 0.00389018 0.00247223
internal_count=3121 2259 1431 1174 858
is_linear=0
shrinkage=0.1


Tree=7933
num_leaves=5
num_cat=0
split_feature=51 52 2 3
split_gain=9.7089e-06 1.75538e-05 3.25668e-05 6.38832e-05
threshold=0.087505000000000013 -0.046924999999999988 0.10613000000000002 -0.059315
decision_type=2 2 2 2
left_child=1 -1 3 -3
right_child=-2 2 -4 -5
leaf_value=0.0098742728927444564 -0.0082575707428032569 -0.0077531980695254663 -0.013396956064649169 0.019959064660616976
leaf_weight=0.0018132548092986631 0.001215471847249767 0.0019771615933132439 0.001596559173382168 0.0014360159651669417
leaf_count=797 435 1331 341 217
internal_value=0 0.00144332 -0.00160823 0.0039061
internal_weight=0 0.00682299 0.00500974 0.00341318
internal_count=3121 2686 1889 1548
is_linear=0
shrinkage=0.1


Tree=7934
num_leaves=6
num_cat=0
split_feature=0 2 12 0 43
split_gain=8.85915e-06 3.70475e-05 2.32816e-05 2.25029e-05 2.20219e-05
threshold=-0.23001499999999997 0.11293500000000002 0.088245000000000004 -0.078904999999999989 -0.074359999999999996
decision_type=2 2 2 2 2
left_child=-1 2 3 -2 -4
right_child=1 -3 4 -5 -6
leaf_value=-0.0081526625005457626 -0.017735475665044909 0.014716214003655848 0.013082954749585193 0.00094698807811995794 -0.0050560374163372002
leaf_weight=0.0011480742471789152 0.0014468486214349275 0.0015908741374789188 0.0013165604580522969 0.0011629201570020169 0.0013614344237361869
leaf_count=117 1021 490 460 290 743
internal_value=0 0.00133652 -0.00268889 -0.00941052 0.00386149
internal_weight=0 0.00687864 0.00528776 0.00260977 0.00267799
internal_count=3121 3004 2514 1311 1203
is_linear=0
shrinkage=0.1


Tree=7935
num_leaves=6
num_cat=0
split_feature=42 160 3 0 0
split_gain=9.20166e-06 1.49111e-05 2.29254e-05 4.32369e-05 4.40475e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.10831999999999999 -0.082009999999999986 -0.20211999999999997
decision_type=2 2 2 2 2
left_child=-1 -2 -3 4 -4
right_child=1 2 3 -5 -6
leaf_value=-0.0074200879904552201 -0.0073353554266103911 0.017336869671691037 -0.0074682947979996701 -0.015054842617065536 0.017640871090259785
leaf_weight=0.0013887366884470396 0.0014743930092499351 0.001039641198889025 0.0011813255738321862 0.0012219294358755319 0.0017098839342869947
leaf_count=862 828 206 107 567 551
internal_value=0 0.00153223 0.00406956 0.000716095 0.00738146
internal_weight=0 0.00662717 0.00515278 0.00411314 0.00289121
internal_count=3121 2259 1431 1225 658
is_linear=0
shrinkage=0.1


Tree=7936
num_leaves=5
num_cat=0
split_feature=15 1 3 15
split_gain=9.27177e-06 3.48151e-05 4.2991e-05 4.92575e-05
threshold=0.035560000000000008 1.0000000180025095e-35 0.10893000000000001 -0.070929999999999979
decision_type=2 2 2 2
left_child=1 -1 3 -3
right_child=-2 2 -4 -5
leaf_value=-0.010689321176094014 -0.0063371307009703615 0.0027813207598664804 -0.0088941891722704135 0.028126183205387924
leaf_weight=0.0016382638218583869 0.0017990365443573712 0.0019999201890074265 0.0013222559933940923 0.0012436730726600696
leaf_count=851 1180 512 222 356
internal_value=0 0.00181652 0.00630371 0.0124992
internal_weight=0 0.00620411 0.00456585 0.00324359
internal_count=3121 1941 1090 868
is_linear=0
shrinkage=0.1


Tree=7937
num_leaves=6
num_cat=0
split_feature=0 1 48 47 16
split_gain=9.49647e-06 3.08707e-05 2.84353e-05 3.83072e-05 6.59833e-05
threshold=0.041630000000000007 0.077565000000000009 0.086260000000000017 0.087235000000000021 -0.078844999999999985
decision_type=2 2 2 2 2
left_child=1 -1 3 4 -3
right_child=-2 2 -4 -5 -6
leaf_value=-0.015075076389926194 0.0074193415314576655 0.033697461160963317 -0.0083725511259423128 -0.0078896518499767202 -0.00037243906390066066
leaf_weight=0.0013528301308302669 0.0014146627926152969 0.0010127808004251272 0.0017832673350776022 0.0011309681572400899 0.0012956892897397205
leaf_count=1554 252 394 300 172 449
internal_value=0 -0.00161232 0.00187492 0.00718799 0.0145748
internal_weight=0 0.00657554 0.00522271 0.00343944 0.00230847
internal_count=3121 2869 1315 1015 843
is_linear=0
shrinkage=0.1


Tree=7938
num_leaves=7
num_cat=0
split_feature=50 16 160 52 52 0
split_gain=3.46109e-05 3.37261e-05 5.59679e-05 5.25811e-05 3.35935e-05 5.33461e-05
threshold=0.079410000000000008 -0.014034999999999997 -0.054789999999999998 0.091275000000000009 0.0046550000000000003 -0.11756999999999999
decision_type=2 2 2 2 2 2
left_child=1 4 -3 -4 5 -1
right_child=-2 2 3 -5 -6 -7
leaf_value=-0.00017910769062983185 -0.00033637264494364155 0.00055799503380415396 -0.00020342270427539601 0.00036643951035813469 -0.00038475500471804727 0.00034192594414401327
leaf_weight=0.0019609794534456897 0.0010579371170140349 0.0010634382248168026 0.0015603560859675366 0.0010357245162445927 0.0010360789428514048 0.0012289717468358212
leaf_count=232 609 372 672 58 808 370
internal_value=0 4.13245e-05 0.000179125 2.39278e-05 -7.80036e-05 2.16275e-05
internal_weight=0 0.00788555 0.00365952 0.00259608 0.00422603 0.00318995
internal_count=3121 2512 1102 730 1410 602
is_linear=0
shrinkage=0.00196078


Tree=7939
num_leaves=7
num_cat=0
split_feature=50 15 16 48 0 52
split_gain=3.55596e-05 3.9642e-05 4.6056e-05 4.52626e-05 6.18679e-05 4.57951e-05
threshold=0.079410000000000008 -0.14809499999999998 -0.36241499999999999 0.089575000000000016 -0.10607499999999999 0.08976000000000002
decision_type=2 2 2 2 2 2
left_child=1 -1 -3 4 -4 -6
right_child=-2 2 3 -5 5 -7
leaf_value=0.000401864262538421 -0.00034769643922814917 -0.00037620817024473693 0.0003352165951636356 0.0004304242889167004 -0.00037237757948836307 9.7383542809723072e-05
leaf_weight=0.0010122177235684709 0.0010300812122722948 0.0011258000460855656 0.0013062391926444935 0.0010268476579332868 0.0018516378347266113 0.0014019428952134557
leaf_count=330 609 213 168 243 1162 396
internal_value=0 4.01453e-05 -1.44007e-05 5.85091e-05 -2.52442e-05 -0.000169961
internal_weight=0 0.00772469 0.00671247 0.00558667 0.00455982 0.00325358
internal_count=3121 2512 2182 1969 1726 1558
is_linear=0
shrinkage=0.00196078


Tree=7940
num_leaves=7
num_cat=0
split_feature=13 16 43 48 3 3
split_gain=9.87158e-06 1.79732e-05 4.20662e-05 3.44371e-05 3.07554e-05 2.45472e-05
threshold=-0.23438999999999996 0.23311500000000004 -0.09225499999999999 0.085845000000000019 -0.080634999999999984 0.0051600000000000005
decision_type=2 2 2 2 2 2
left_child=-1 2 -2 4 -4 -6
right_child=1 -3 3 -5 5 -7
leaf_value=0.0092436735563344429 -0.020209422067557541 0.010362132649072583 0.0200898894851709 -0.012105811716616954 -0.010635448247026504 0.010766653333770186
leaf_weight=0.0010063626364309845 0.0012047193554748205 0.0011038335172625403 0.0010959154347479198 0.0014442232790559161 0.0011310116626536935 0.0010185050122290431
leaf_count=169 396 417 963 359 675 142
internal_value=0 -0.00134866 -0.00354173 0.000740012 0.00645643 -0.000494495
internal_weight=0 0.00699821 0.00589437 0.00468966 0.00324543 0.00214952
internal_count=3121 2952 2535 2139 1780 817
is_linear=0
shrinkage=0.1


Tree=7941
num_leaves=6
num_cat=0
split_feature=484 12 52 49 15
split_gain=2.47156e-05 2.00621e-05 3.14812e-05 3.32893e-05 7.00251e-05
threshold=0.073690000000000019 0.10388500000000002 0.070205000000000017 -0.043469999999999995 -0.016799999999999995
decision_type=2 2 2 2 2
left_child=1 2 3 -1 -5
right_child=-2 -3 -4 4 -6
leaf_value=7.8394840904716297e-05 0.0001934677724752077 -0.00038179902346460601 0.00011504139091183286 -0.00052563829792876048 6.0639636942720883e-05
leaf_weight=0.0013489259499583858 0.0010172273721936248 0.0010630954830466817 0.0019825634358775594 0.0019326057093431385 0.0013170398273852839
leaf_count=284 394 322 822 681 618
internal_value=0 -0.000131871 -9.14981e-05 -0.000180543 -0.000288027
internal_weight=0 0.00764423 0.00658113 0.00459857 0.00324965
internal_count=3121 2727 2405 1583 1299
is_linear=0
shrinkage=0.00196078


Tree=7942
num_leaves=6
num_cat=0
split_feature=3 13 0 151 4
split_gain=9.89993e-06 3.77806e-05 3.24379e-05 4.62482e-05 2.64393e-05
threshold=-0.14477499999999996 -0.091054999999999983 -0.053834999999999994 -0.0083949999999999979 0.053180000000000012
decision_type=2 2 2 2 2
left_child=-1 -2 3 -3 -5
right_child=1 2 -4 4 -6
leaf_value=-0.0093170429670124053 0.013932736980615307 -0.017351668950464222 -0.017905443647521418 -0.001439164800196583 0.017161736810163142
leaf_weight=0.0010171016736524761 0.0017561817131439049 0.0010153838050603733 0.0011436970766802749 0.0016323023823679615 0.0014367730212482737
leaf_count=277 412 396 314 1406 316
internal_value=0 0.00124275 -0.00301992 0.0011482 0.00726876
internal_weight=0 0.00698434 0.00522816 0.00408446 0.00306908
internal_count=3121 2844 2432 2118 1722
is_linear=0
shrinkage=0.1


Tree=7943
num_leaves=5
num_cat=0
split_feature=457 15 43 2
split_gain=1.08074e-05 2.31194e-05 2.10101e-05 4.91048e-05
threshold=0.045365000000000009 1.0000000180025095e-35 -0.04890499999999999 0.098260000000000014
decision_type=2 2 2 2
left_child=1 2 -1 -4
right_child=-2 -3 3 -5
leaf_value=0.010313151419032839 0.0094429530622857031 -0.011470624468616445 -0.017104764434308761 0.0074543204225030087
leaf_weight=0.0018704380417717977 0.0010351458305661214 0.0017450537154537387 0.001410276454082571 0.0019260090883352966
leaf_count=913 289 1167 357 395
internal_value=0 -0.00150927 0.00182932 -0.00292701
internal_weight=0 0.00695178 0.00520672 0.00333629
internal_count=3121 2832 1665 752
is_linear=0
shrinkage=0.1


Tree=7944
num_leaves=7
num_cat=0
split_feature=3 42 49 2 3 15
split_gain=8.93839e-06 3.47131e-05 3.85447e-05 2.74894e-05 2.99487e-05 5.69654e-05
threshold=-0.14477499999999996 0.091295000000000015 -0.054319999999999993 0.10613000000000002 -0.078934999999999991 -0.016799999999999995
decision_type=2 2 2 2 2 2
left_child=-1 2 -2 4 -4 -6
right_child=1 -3 3 -5 5 -7
leaf_value=-0.0088550763982569725 -0.01861753683302159 0.017778719118004657 -0.0068063238443275961 -0.0087671006915612092 -0.00096751562480409817 0.031318955087842854
leaf_weight=0.0010136012044471895 0.0011080195897323238 0.0010686132666045149 0.0010179967176903899 0.0015700206254602523 0.0011835683863530492 0.0010152180754388813
leaf_count=277 292 650 1101 335 276 190
internal_value=0 0.00119583 -0.00181032 0.00208012 0.00737433 0.0139397
internal_weight=0 0.00696344 0.00589482 0.0047868 0.00321678 0.00219879
internal_count=3121 2844 2194 1902 1567 466
is_linear=0
shrinkage=0.1


Tree=7945
num_leaves=6
num_cat=0
split_feature=50 15 15 2 15
split_gain=3.16845e-05 3.03022e-05 2.65596e-05 2.65393e-05 3.14212e-05
threshold=0.079410000000000008 -0.10653 -0.037864999999999989 0.10097500000000002 0.079055000000000014
decision_type=2 2 2 2 2
left_child=1 -1 -3 4 -4
right_child=-2 2 3 -5 -6
leaf_value=0.00027391513808680562 -0.00033084201004792747 -0.00023110291940849054 0.00034224072371692022 -0.0001449797877982101 -9.3284716554939987e-05
leaf_weight=0.0016278770547672435 0.0010232301834837377 0.0017496161740808 0.001652874187552738 0.0015924349626148179 0.0010361015438206497
leaf_count=455 609 644 329 295 789
internal_value=0 3.65217e-05 -2.75548e-05 5.56259e-05 0.000174426
internal_weight=0 0.0076589 0.00603103 0.00428141 0.00268898
internal_count=3121 2512 2057 1413 1118
is_linear=0
shrinkage=0.00196078


Tree=7946
num_leaves=6
num_cat=0
split_feature=4 0 52 4 1
split_gain=2.1125e-05 4.67292e-05 4.27009e-05 3.49956e-05 3.17984e-05
threshold=-0.46376499999999993 -0.019414999999999998 -0.088204999999999992 -0.0016099999999999997 0.10937500000000001
decision_type=2 2 2 2 2
left_child=-1 2 -2 -4 -5
right_child=1 -3 3 4 -6
leaf_value=-0.00027179359098742891 -0.00038052098119943965 0.00041158430929649515 0.00025435688278169818 -0.00024335364171579403 0.00011673478687810801
leaf_weight=0.0010441093515210333 0.0011392993333851293 0.0010428209705165888 0.0018777452938386922 0.001994069977854741 0.0017885309869627858
leaf_count=183 518 196 1413 522 289
internal_value=0 2.50965e-05 -3.41768e-05 3.55344e-05 -7.30927e-05
internal_weight=0 0.00784247 0.00679965 0.00566035 0.0037826
internal_count=3121 2938 2742 2224 811
is_linear=0
shrinkage=0.00196078


Tree=7947
num_leaves=8
num_cat=0
split_feature=50 15 16 48 0 13 4
split_gain=2.12529e-05 2.97534e-05 4.92342e-05 7.3672e-05 7.0752e-05 4.13305e-05 2.49835e-05
threshold=1.0000000180025095e-35 -0.14601999999999996 -0.094359999999999986 0.084855000000000014 -0.11756999999999999 -0.033284999999999988 -0.033174999999999989
decision_type=2 2 2 2 2 2 2
left_child=1 -1 4 5 -3 -4 -7
right_child=-2 2 3 -5 -6 6 -8
leaf_value=0.00034273238866026966 -0.00027037799043902076 -0.00063750108852407182 -0.00031716717081313651 0.0005506837145775607 8.7932563854190143e-05 -8.8734383971503757e-05 0.00034642289033660721
leaf_weight=0.0010204724478190029 0.0010179353350506957 0.0010118311712119718 0.0012941449931529654 0.0010582413069917824 0.0010567262937639691 0.0010033330827831563 0.0010259130026012539
leaf_count=366 627 151 776 269 236 526 170
internal_value=0 3.16293e-05 -1.75898e-05 0.000100115 -0.000266912 -4.33565e-05 0.000131265
internal_weight=0 0.00747066 0.00645019 0.00438163 0.00206856 0.00332339 0.00202925
internal_count=3121 2494 2128 1741 387 1472 696
is_linear=0
shrinkage=0.00196078


Tree=7948
num_leaves=6
num_cat=0
split_feature=457 15 42 15 16
split_gain=1.07847e-05 2.01064e-05 1.99692e-05 4.02721e-05 4.231e-05
threshold=0.045365000000000009 1.0000000180025095e-35 0.088915000000000008 -0.040439999999999997 -0.095564999999999983
decision_type=2 2 2 2 2
left_child=1 2 3 4 -1
right_child=-2 -3 -4 -5 -6
leaf_value=0.009970902681387497 0.0094231281695936597 -0.010798527893311984 -0.010445855996353899 0.015988220220655956 -0.017038417038128566
leaf_weight=0.0011271397146295817 0.0010377920709851154 0.0017443145966580687 0.0010882657050221237 0.001804519321490046 0.0011947615115918001
leaf_count=327 289 1167 451 405 482
internal_value=0 -0.00150468 0.00160411 0.00478206 -0.00392706
internal_weight=0 0.006959 0.00521469 0.00412642 0.0023219
internal_count=3121 2832 1665 1214 809
is_linear=0
shrinkage=0.1


Tree=7949
num_leaves=7
num_cat=0
split_feature=484 49 52 15 3 0
split_gain=2.57161e-05 2.5224e-05 4.73647e-05 7.81337e-05 7.25241e-05 3.40638e-05
threshold=0.073690000000000019 -0.081404999999999991 -1.0000000180025095e-35 -0.11033999999999998 -0.082974999999999979 -0.10011499999999998
decision_type=2 2 2 2 2 2
left_child=1 -1 -3 -4 -5 -6
right_child=-2 2 3 4 5 -7
leaf_value=0.00022335522323142846 0.00028004253475473077 -0.00036371611419419158 -0.0004614486714920694 0.00051111061653531201 0.00021792533413651294 -0.00025077110443322693
leaf_weight=0.0011144266580746841 0.0010290041318882209 0.0018338318195142526 0.0010704060064355815 0.0013121635193792149 0.0010075371822377351 0.0014601610217351304
leaf_count=213 394 868 270 562 119 695
internal_value=0 -4.97474e-05 -9.52812e-05 6.21099e-06 0.000138646 -5.94069e-05
internal_weight=0 0.00779853 0.0066841 0.00485027 0.00377986 0.0024677
internal_count=3121 2727 2514 1646 1376 814
is_linear=0
shrinkage=0.00196078


Tree=7950
num_leaves=6
num_cat=0
split_feature=150 15 43 43 3
split_gain=1.01781e-05 2.13197e-05 3.69208e-05 3.62559e-05 2.6081e-05
threshold=0.081835000000000019 -0.037864999999999989 -0.084004999999999982 0.016310000000000002 0.095270000000000007
decision_type=2 2 2 2 2
left_child=1 4 -3 -4 -1
right_child=-2 2 3 -5 -6
leaf_value=-0.00048769864590484209 0.0075718058456028282 0.016081257325873701 -0.016100985522793647 0.0075224072203246345 -0.020888994685744067
leaf_weight=0.0015382893404055316 0.0014259297373743667 0.0013785393034956499 0.001285744200696123 0.0013132335287492961 0.0010573338368236684
leaf_count=957 420 375 926 299 144
internal_value=0 -0.00174822 0.00285243 -0.00416436 -0.00879822
internal_weight=0 0.00657314 0.00397752 0.00259898 0.00259562
internal_count=3121 2701 1600 1225 1101
is_linear=0
shrinkage=0.1


Tree=7951
num_leaves=8
num_cat=0
split_feature=50 15 16 48 0 0 4
split_gain=2.21844e-05 4.03954e-05 4.6026e-05 5.59778e-05 5.25996e-05 3.47492e-05 4.30123e-05
threshold=0.079410000000000008 -0.14809499999999998 -0.36241499999999999 0.089575000000000016 -0.10607499999999999 -0.060129999999999996 -0.35136499999999998
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -3 4 -4 -6 -7
right_child=-2 2 3 -5 5 6 -8
leaf_value=0.00039594246600025475 -0.00027618366126840879 -0.00038838244468565635 0.00028629029464153125 0.00046097496958666455 -0.00047747460555257144 -0.00032100919352561933 0.00022973147857990772
leaf_weight=0.0010112430688753553 0.0010261821759521743 0.0011138359349529819 0.0013049314489845228 0.0010296148690939495 0.0010295646112908124 0.0010701856929428944 0.0011114019645749526
leaf_count=330 609 213 168 243 1233 159 166
internal_value=0 3.07934e-05 -2.46541e-05 4.83996e-05 -4.56628e-05 -0.00018056 -4.04363e-05
internal_weight=0 0.00767078 0.00665953 0.0055457 0.00451608 0.00321115 0.00218159
internal_count=3121 2512 2182 1969 1726 1558 325
is_linear=0
shrinkage=0.00196078


Tree=7952
num_leaves=6
num_cat=0
split_feature=43 16 0 52 16
split_gain=1.00917e-05 3.05211e-05 3.62937e-05 1.76931e-05 2.39113e-05
threshold=-0.24021999999999996 0.22339500000000004 -0.077999999999999986 -0.0064899999999999992 -0.27167499999999994
decision_type=2 2 2 2 2
left_child=-1 2 3 -2 -5
right_child=1 -3 -4 4 -6
leaf_value=-0.0093520743259760588 -0.010445148924257667 -0.014112205656379424 0.016648684887375045 -0.0049070030040245863 0.013248931068437879
leaf_weight=0.0010240393292997923 0.0013115487126860066 0.0010875513869742729 0.0016605379915209193 0.0015591131099471844 0.0013564916979998526
leaf_count=166 578 414 696 301 966
internal_value=0 0.00127884 0.00412181 -0.000799079 0.00354009
internal_weight=0 0.00697524 0.00588769 0.00422715 0.0029156
internal_count=3121 2955 2541 1845 1267
is_linear=0
shrinkage=0.1


Tree=7953
num_leaves=6
num_cat=0
split_feature=4 151 47 4 4
split_gain=1.00092e-05 1.6866e-05 2.56562e-05 3.65014e-05 5.04178e-05
threshold=0.26790000000000008 -0.024429999999999997 0.09550500000000002 -0.0029599999999999995 -0.084369999999999987
decision_type=2 2 2 2 2
left_child=1 -1 3 4 -3
right_child=-2 2 -4 -5 -6
leaf_value=0.0098952506761503765 0.0078654352075352135 -0.010730722087993375 0.0095283008677142633 -0.01921461268365976 0.016839679893344481
leaf_weight=0.0010630946137383255 0.001324679113370815 0.0017727729127434528 0.0011421523938275162 0.0016255184660551869 0.001059807095923233
leaf_count=450 377 580 206 479 1029
internal_value=0 -0.00165197 -0.00384398 -0.00726992 -0.000415283
internal_weight=0 0.00666335 0.00560025 0.0044581 0.00283258
internal_count=3121 2744 2294 2088 1609
is_linear=0
shrinkage=0.1


Tree=7954
num_leaves=7
num_cat=0
split_feature=50 15 4 0 0 2
split_gain=3.47343e-05 4.08267e-05 5.3103e-05 3.97414e-05 4.3914e-05 5.92905e-05
threshold=0.079410000000000008 -0.15026499999999995 0.098655000000000007 -0.11991499999999998 -0.060129999999999996 0.10097500000000002
decision_type=2 2 2 2 2 2
left_child=1 -1 3 -3 -5 -6
right_child=-2 2 -4 4 5 -7
leaf_value=0.00040445683353927144 -0.00034699310591178778 0.00035223534396572136 -0.00032195411923715027 -0.00032134981102288217 0.00042739165481511847 -0.00019792696635551141
leaf_weight=0.0010041644977796934 0.0010341690684080151 0.0014707243343683894 0.0016760735079207915 0.0012836777110259395 0.0012259595057612994 0.0011115025418317913
leaf_count=318 609 208 270 1340 167 209
internal_value=0 3.55145e-05 -1.92258e-05 8.04224e-05 -2.99743e-05 0.000130042
internal_weight=0 0.0077721 0.00676794 0.00509186 0.00362114 0.00233746
internal_count=3121 2512 2194 1924 1716 376
is_linear=0
shrinkage=0.00196078


Tree=7955
num_leaves=7
num_cat=0
split_feature=50 3 3 15 16 1
split_gain=2.50381e-05 2.65298e-05 4.80186e-05 3.76542e-05 4.77005e-05 4.64124e-05
threshold=0.079410000000000008 -0.10519499999999998 -0.076669999999999988 -0.10653 -0.092484999999999984 0.090540000000000023
decision_type=2 2 2 2 2 2
left_child=1 -1 -3 -4 -5 -6
right_child=-2 2 3 4 5 -7
leaf_value=0.00023528528074411221 -0.00029484032205242497 -0.00042026983742749402 0.00037236986970341773 -0.00039387957500731149 -0.0002191587254606938 0.00029742962998114948
leaf_weight=0.0018195743601127721 0.0010476514565179191 0.0010299812847281336 0.001061469229466391 0.0010823182212675504 0.0011132264862030255 0.0016743614594693585
leaf_count=348 609 1151 282 141 297 293
internal_value=0 2.80476e-05 -3.52072e-05 4.52181e-05 -4.45157e-05 9.11295e-05
internal_weight=0 0.00778093 0.00596136 0.00493138 0.00386991 0.00278759
internal_count=3121 2512 2164 1013 731 590
is_linear=0
shrinkage=0.00196078


Tree=7956
num_leaves=6
num_cat=0
split_feature=150 15 43 43 15
split_gain=1.01834e-05 1.94276e-05 3.05421e-05 3.32053e-05 2.59295e-05
threshold=0.081835000000000019 -0.037864999999999989 -0.084004999999999982 0.016310000000000002 -0.15026499999999995
decision_type=2 2 2 2 2
left_child=1 4 -3 -4 -1
right_child=-2 2 3 -5 -6
leaf_value=0.0033050821738015777 0.0075778152722025555 0.014669278158560445 -0.015205122082559433 0.0074073164972221972 -0.016940976864930769
leaf_weight=0.0010880124333303731 0.0014265895200187631 0.0013806149656331894 0.001280414197294249 0.0013177220476701644 0.0015111989584535523
leaf_count=333 420 375 926 299 768
internal_value=0 -0.00174228 0.00265022 -0.00373655 -0.00846611
internal_weight=0 0.00657796 0.00397875 0.00259814 0.00259921
internal_count=3121 2701 1600 1225 1101
is_linear=0
shrinkage=0.1


Tree=7957
num_leaves=6
num_cat=0
split_feature=43 12 52 3 1
split_gain=9.96017e-06 2.90065e-05 3.60272e-05 2.2887e-05 2.98784e-05
threshold=-0.09225499999999999 0.092355000000000007 0.070205000000000017 -0.016324999999999996 0.10797500000000002
decision_type=2 2 2 2 2
left_child=-1 2 3 -2 -5
right_child=1 -3 -4 4 -6
leaf_value=-0.0067205924970083035 0.012940395132467204 -0.011510643173972268 0.019666642430685138 0.0043844953958876772 -0.017201857462657354
leaf_weight=0.0017583995757316871 0.0010192668715468789 0.0012965284076419522 0.001289124175078679 0.0015217861615986468 0.0011081134930368659
leaf_count=476 754 731 645 290 225
internal_value=0 0.00180105 0.00529599 0.00021933 -0.00471096
internal_weight=0 0.00623482 0.00493829 0.00364917 0.0026299
internal_count=3121 2645 1914 1269 515
is_linear=0
shrinkage=0.1


Tree=7958
num_leaves=7
num_cat=0
split_feature=1 4 13 52 1 2
split_gain=1.21776e-05 3.0027e-05 2.8242e-05 2.02368e-05 2.54558e-05 2.15291e-06
threshold=0.090405000000000013 -0.15764999999999998 -0.016469999999999995 -0.07167999999999998 0.10612500000000001 0.11389000000000002
decision_type=2 2 2 2 2 2
left_child=1 -1 -3 -2 -5 -6
right_child=3 2 -4 4 5 -7
leaf_value=0.0071830884899164284 -0.0073352960240743023 -0.022927870941307268 -0.00040286384659305672 0.01979479333163639 -0.0022752220309099169 0.0042839151669389116
leaf_weight=0.001388370294844057 0.0012377139680335523 0.0011024711575945765 0.0011242551002458062 0.0011266042772304602 0.0010011869440436352 0.0010004811132098448
leaf_count=142 370 1152 706 310 193 248
internal_value=0 -0.00435879 -0.0115552 0.00348832 0.00777073 0.00100319
internal_weight=0 0.0036151 0.00222673 0.00436599 0.00312827 0.00200167
internal_count=3121 2000 1858 1121 751 441
is_linear=0
shrinkage=0.1


Tree=7959
num_leaves=7
num_cat=0
split_feature=52 160 15 133 52 4
split_gain=1.21172e-05 4.96416e-05 2.9045e-05 2.30659e-05 5.60904e-05 6.26931e-05
threshold=-0.046924999999999988 -1.0000000180025095e-35 -0.053579999999999996 0.090665000000000009 0.077655000000000016 0.24564500000000003
decision_type=2 2 2 2 2 2
left_child=2 -2 -1 4 5 -3
right_child=1 3 -4 -5 -6 -7
leaf_value=0.016319525908186066 -0.022535718469239897 -0.019844599210052383 -0.0056229879778713215 -0.011204875659848193 0.022932840463697719 0.013492969133092447
leaf_weight=0.0012641373134903405 0.0010224259635811623 0.0011579277669503114 0.0011538944213182686 0.0010408668290881563 0.001230652586292054 0.0010999395212940456
leaf_count=516 743 351 437 353 491 230
internal_value=0 -0.00263314 0.00584847 0.0018595 0.00575751 -0.00360392
internal_weight=0 0.00555181 0.00241803 0.00452939 0.00348852 0.00225787
internal_count=3121 2168 953 1425 1072 581
is_linear=0
shrinkage=0.1


Tree=7960
num_leaves=7
num_cat=0
split_feature=3 52 0 0 15 16
split_gain=1.03886e-05 1.86805e-05 2.17957e-05 4.01796e-05 5.63475e-05 2.34924e-05
threshold=0.13524500000000003 0.10611000000000001 -0.077999999999999986 -0.10607499999999999 -0.092489999999999989 0.15891500000000003
decision_type=2 2 2 2 2 2
left_child=1 2 3 4 -1 -4
right_child=-2 -3 5 -5 -6 -7
leaf_value=-0.010125752452655099 0.0087043001181085992 -0.013490237826230765 0.01843285659743946 -0.019284780822632387 0.021055835173418871 -0.002426112979985527
leaf_weight=0.0013351388756465089 0.0011571400184068725 0.0010977915365501887 0.0011508441525054248 0.0011656612416815646 0.0010240215363763938 0.0010171444648448139
leaf_count=174 192 524 444 1228 193 366
internal_value=0 -0.0015464 0.000756825 -0.00409586 0.00340899 0.00864656
internal_weight=0 0.0067906 0.00569281 0.00352482 0.00235916 0.00216799
internal_count=3121 2929 2405 1595 367 810
is_linear=0
shrinkage=0.1


Tree=7961
num_leaves=5
num_cat=0
split_feature=1 2 3 12
split_gain=9.6041e-06 2.13459e-05 2.66693e-05 1.98216e-05
threshold=0.104035 0.092875000000000013 -0.078934999999999991 0.051320000000000005
decision_type=2 2 2 2
left_child=1 2 -1 -2
right_child=3 -3 -4 -5
leaf_value=-0.0082324442628343569 0.010252604142162962 -0.010975053587472349 0.01131506367636512 -0.0061552965588644089
leaf_weight=0.0012533965068793848 0.0020025056302663564 0.0019362281504085852 0.0015750061047958893 0.0011643697625058078
leaf_count=1259 454 768 403 237
internal_value=0 -0.00288531 0.00265266 0.00421989
internal_weight=0 0.00476463 0.0028284 0.00316688
internal_count=3121 2430 1662 691
is_linear=0
shrinkage=0.1


Tree=7962
num_leaves=7
num_cat=0
split_feature=3 51 0 0 12 43
split_gain=8.23071e-06 1.99908e-05 2.61839e-05 2.99333e-05 2.91322e-05 2.95862e-05
threshold=0.13524500000000003 0.086310000000000012 -0.17169499999999996 -0.10224499999999999 0.091545000000000015 -0.014584999999999999
decision_type=2 2 2 2 2 2
left_child=1 2 -1 -4 5 -5
right_child=-2 -3 3 4 -6 -7
leaf_value=0.014736725886007869 0.0077541447881926007 -0.014293896651459682 -0.016885456571651688 -0.0029447884177046949 -0.011121204286281529 0.019191696390610802
leaf_weight=0.0011062578029720554 0.0011561566850216368 0.0010177547962872697 0.001089317887433907 0.0011908575445652861 0.001139109020144983 0.0012246960288223611
leaf_count=133 192 387 280 790 767 572
internal_value=0 -0.00137556 0.0009109 -0.00238259 0.00206177 0.0082785
internal_weight=0 0.00676799 0.00575024 0.00464398 0.00355466 0.00241555
internal_count=3121 2929 2542 2409 2129 1362
is_linear=0
shrinkage=0.1


Tree=7963
num_leaves=6
num_cat=0
split_feature=52 160 4 42 13
split_gain=9.54906e-06 4.23216e-05 2.63533e-05 2.09273e-05 2.55805e-05
threshold=-0.046924999999999988 -1.0000000180025095e-35 0.0052350000000000009 0.088060000000000013 -0.0039049999999999992
decision_type=2 2 2 2 2
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leaf_value=-0.0050804121349797039 -0.020800242560393686 -0.012418420031451282 0.015862905258099413 0.012710387687099199 0.0055055238249040704
leaf_weight=0.0012216868838488511 0.0010128797402035638 0.0014319372499498181 0.0011822410495276935 0.0012682614390176561 0.0017935537463782498
leaf_count=726 743 595 227 449 381
internal_value=0 -0.00233464 0.00521942 0.00182746 -0.0024517
internal_weight=0 0.00550663 0.00240393 0.00449375 0.00322549
internal_count=3121 2168 953 1425 976
is_linear=0
shrinkage=0.1


Tree=7964
num_leaves=7
num_cat=0
split_feature=4 0 47 3 0 1
split_gain=2.66038e-05 5.8396e-05 2.73317e-05 4.08693e-05 4.44428e-05 1.24675e-05
threshold=-0.46376499999999993 -0.019414999999999998 1.0000000180025095e-35 0.090900000000000009 -0.084804999999999978 0.11588000000000001
decision_type=2 2 2 2 2 2
left_child=-1 2 3 4 -2 -4
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leaf_value=-0.0003034295235570216 -0.0002843644124199889 0.00045912556073281977 -0.00036773430696765262 0.00030433240054195918 0.00018818423723197832 -6.6398366790286142e-05
leaf_weight=0.0010350036982247875 0.0017903468307652417 0.0010598725944774533 0.0010831256730279297 0.0015822615290889941 0.0013363308300372231 0.0010297590887421121
leaf_count=183 959 196 285 216 1165 117
internal_value=0 3.09371e-05 -3.55884e-05 4.75476e-05 -8.23988e-05 -0.000220872
internal_weight=0 0.0078817 0.00682182 0.00470894 0.00312668 0.00211288
internal_count=3121 2938 2742 2340 2124 402
is_linear=0
shrinkage=0.00196078


Tree=7965
num_leaves=8
num_cat=0
split_feature=50 484 133 42 16 4 52
split_gain=3.85807e-05 4.26664e-05 2.91012e-05 5.72503e-05 3.70212e-05 5.47312e-05 4.21779e-05
threshold=0.079410000000000008 0.052175000000000006 0.091410000000000005 0.090310000000000015 -0.084119999999999986 0.24564500000000003 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2
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right_child=-2 -3 -4 -5 6 -7 -8
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leaf_count=378 609 368 418 356 501 189 302
internal_value=0 4.53594e-05 -9.32236e-06 4.44993e-05 -5.28106e-05 -0.000237134 0.000111927
internal_weight=0 0.00792415 0.00692403 0.00587146 0.00468744 0.00221221 0.00247523
internal_count=3121 2512 2144 1726 1370 567 803
is_linear=0
shrinkage=0.00196078


Tree=7966
num_leaves=5
num_cat=0
split_feature=13 3 1 4
split_gain=9.41938e-06 1.88153e-05 2.9374e-05 3.17974e-05
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decision_type=2 2 2 2
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leaf_weight=0.0010000296375219861 0.0018911291787346591 0.0015554564382692917 0.0018180066713236699 0.0016707824830112378
leaf_count=169 1583 168 867 334
internal_value=0 -0.00135069 0.00144998 0.0068902
internal_weight=0 0.00693537 0.00537992 0.00348879
internal_count=3121 2952 2784 1201
is_linear=0
shrinkage=0.1


Tree=7967
num_leaves=6
num_cat=0
split_feature=42 49 1 16 2
split_gain=9.00623e-06 1.97887e-05 3.03729e-05 4.71878e-05 4.1924e-05
threshold=0.092145000000000019 -0.00064499999999999985 0.111945 -0.088394999999999987 0.090050000000000005
decision_type=2 2 2 2 2
left_child=1 -1 3 -3 -5
right_child=-2 2 -4 4 -6
leaf_value=-0.0072711820581091409 -0.0079221488919165289 -0.017878172613748074 0.018330106161189557 0.019908627795689332 -0.005773647609807829
leaf_weight=0.0018887552095102327 0.0012249498267910925 0.0010335766786168351 0.0012347919877309299 0.001311215764475053 0.0012336211591080363
leaf_count=579 649 444 236 740 473
internal_value=0 0.00140316 0.00480707 0.000140719 0.00745903
internal_weight=0 0.00670196 0.00481321 0.00357841 0.00254484
internal_count=3121 2472 1893 1657 1213
is_linear=0
shrinkage=0.1


Tree=7968
num_leaves=6
num_cat=0
split_feature=457 1 42 43 1
split_gain=9.29144e-06 1.81977e-05 3.35449e-05 2.94153e-05 5.53221e-05
threshold=0.045365000000000009 0.12408500000000001 0.088915000000000008 -0.077604999999999993 0.088485000000000022
decision_type=2 2 2 2 2
left_child=1 2 3 -1 -5
right_child=-2 -3 -4 4 -6
leaf_value=0.014756477819281154 0.0088139791126283073 0.010521148658945354 -0.017537684330898022 0.0090485257197372767 -0.016597777822127232
leaf_weight=0.0011003682530488939 0.0010321480775638244 0.0010856130123728294 0.001328411832477434 0.0016434379585984614 0.0017228463875109967
leaf_count=704 289 271 778 731 348
internal_value=0 -0.0013607 -0.00358658 0.000562575 -0.00407712
internal_weight=0 0.00688068 0.00579506 0.00446665 0.00336628
internal_count=3121 2832 2561 1783 1079
is_linear=0
shrinkage=0.1


Tree=7969
num_leaves=7
num_cat=0
split_feature=50 15 160 15 0 0
split_gain=3.59002e-05 3.72628e-05 3.62668e-05 4.31713e-05 6.08643e-05 4.29297e-05
threshold=0.079410000000000008 -0.14809499999999998 -0.027994999999999996 -0.095869999999999983 -0.10011499999999998 -0.019414999999999998
decision_type=2 2 2 2 2 2
left_child=1 -1 -3 -4 -5 -6
right_child=-2 2 3 4 5 -7
leaf_value=0.00038844659699643571 -0.00035252099410501043 0.0003027810639364493 -0.00042480628445523472 0.00032465294101442896 -0.00040828410320260409 6.829693257261528e-05
leaf_weight=0.0010159836137264514 0.0010221543106373335 0.0011474258188440591 0.0011162808708697451 0.0015201849350589881 0.0013913151396504936 0.0015212012564274017
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internal_value=0 3.85412e-05 -1.45466e-05 -8.01641e-05 6.62667e-06 -0.000159367
internal_weight=0 0.00771239 0.00669641 0.00554898 0.0044327 0.00291252
internal_count=3121 2512 2182 1672 1500 1273
is_linear=0
shrinkage=0.00196078


Tree=7970
num_leaves=6
num_cat=0
split_feature=42 49 42 1 2
split_gain=1.11163e-05 1.688e-05 4.23636e-05 2.01112e-05 4.35309e-05
threshold=-1.0000000180025095e-35 -0.047584999999999995 0.091545000000000015 0.11061500000000002 0.10005000000000001
decision_type=2 2 2 2 2
left_child=-1 -2 3 4 -3
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leaf_weight=0.0013676870352686277 0.0014298930678517266 0.00197764741935085 0.0010093060573858198 0.0010086596655852617 0.0011206950485828822
leaf_count=862 360 849 620 219 211
internal_value=0 0.00167641 -0.0010081 0.00350284 0.00749552
internal_weight=0 0.0065462 0.00511631 0.004107 0.00309834
internal_count=3121 2259 1899 1279 1060
is_linear=0
shrinkage=0.1


Tree=7971
num_leaves=6
num_cat=0
split_feature=50 15 42 16 12
split_gain=1.84751e-05 2.5995e-05 3.73082e-05 7.92387e-05 3.92882e-05
threshold=1.0000000180025095e-35 -0.10653 0.091295000000000015 -0.084119999999999986 0.051320000000000005
decision_type=2 2 2 2 2
left_child=1 -1 3 -3 -5
right_child=-2 2 -4 4 -6
leaf_value=0.00025695656522343286 -0.00024973612692953049 -0.00048456964174325149 0.00028603873222494784 0.00026050326621544637 -0.00017417726940465982
leaf_weight=0.0015696464394251482 0.0010104470343663043 0.0014591030784129365 0.0011703775166269819 0.0017856779618258371 0.0014474331324172227
leaf_count=454 627 477 441 290 832
internal_value=0 3.28477e-05 -2.7155e-05 -0.000105275 6.59009e-05
internal_weight=0 0.00743224 0.00586259 0.00469221 0.00323311
internal_count=3121 2494 2040 1599 1122
is_linear=0
shrinkage=0.00196078


Tree=7972
num_leaves=6
num_cat=0
split_feature=4 42 1 12 52
split_gain=8.96775e-06 2.21038e-05 4.22278e-05 3.59073e-05 1.98408e-05
threshold=0.24564500000000003 0.091295000000000015 0.11103500000000001 0.084100000000000022 -0.013374999999999998
decision_type=2 2 2 2 2
left_child=1 2 3 4 -1
right_child=-2 -3 -4 -5 -6
leaf_value=0.018440383041515022 0.0062814612240165938 0.011297145009405889 -0.022513203893519487 -0.0098989531341410891 -0.00081478269822722485
leaf_weight=0.0010857665761529961 0.0017513551271562634 0.001061892823935472 0.0010424564284189988 0.0019142783368747921 0.0010552153977527352
leaf_count=337 426 580 157 1379 242
internal_value=0 -0.00182801 -0.00456208 5.24821e-05 0.00895018
internal_weight=0 0.00615961 0.00509772 0.00405526 0.00214098
internal_count=3121 2695 2115 1958 579
is_linear=0
shrinkage=0.1


Tree=7973
num_leaves=7
num_cat=0
split_feature=50 160 49 16 16 0
split_gain=2.77982e-05 2.81154e-05 3.28487e-05 4.32799e-05 4.93161e-05 5.45823e-05
threshold=0.079410000000000008 -0.027994999999999996 -0.081404999999999991 0.38525000000000004 -0.0013749999999999997 -0.11756999999999999
decision_type=2 2 2 2 2 2
left_child=1 -1 -3 4 5 -4
right_child=-2 2 3 -5 -6 -7
leaf_value=0.00027825300013550506 -0.00031340739801208881 0.00029720614582413028 -0.00031154178124158079 0.00026826849019711462 -0.00053513708709661495 0.00021242524796654983
leaf_weight=0.0014445487074563916 0.0010154612131088878 0.0010149990420302533 0.0015329859921443696 0.0010448582955501972 0.0010955362077324253 0.0015245173221744665
leaf_count=625 609 172 231 271 271 942
internal_value=0 3.18528e-05 -2.54372e-05 -8.84401e-05 -0.000178184 -5.02839e-05
internal_weight=0 0.00765745 0.0062129 0.0051979 0.00415304 0.0030575
internal_count=3121 2512 1887 1715 1444 1173
is_linear=0
shrinkage=0.00196078


Tree=7974
num_leaves=7
num_cat=0
split_feature=50 160 3 48 15 13
split_gain=2.69078e-05 3.63576e-05 3.35469e-05 3.12437e-05 3.84739e-05 5.04487e-05
threshold=0.079410000000000008 -0.081639999999999976 -0.10519499999999998 0.092475000000000016 -0.016799999999999995 -0.029529999999999997
decision_type=2 2 2 2 2 2
left_child=1 -1 -3 4 -4 -6
right_child=-2 2 3 -5 5 -7
leaf_value=0.00036937261287175825 -0.00030597309202710324 0.00023599780877284557 -0.00040309593849249505 0.00017836772304516868 -0.00029678355337741882 0.00031048909144037784
leaf_weight=0.0010734023087344722 0.0010080791436481223 0.0015118500725717571 0.0017052137663845718 0.0012025604548691134 0.0011020895092483801 0.0010060739352604846
leaf_count=441 609 292 707 217 445 410
internal_value=0 3.49557e-05 -2.00344e-05 -9.72049e-05 -0.000184108 -6.97624e-06
internal_weight=0 0.00760119 0.00652779 0.00501594 0.00381338 0.00210816
internal_count=3121 2512 2071 1779 1562 855
is_linear=0
shrinkage=0.00196078


Tree=7975
num_leaves=7
num_cat=0
split_feature=50 15 16 0 0 43
split_gain=2.99533e-05 3.06754e-05 3.51764e-05 6.20409e-05 5.81072e-05 7.7644e-06
threshold=0.079410000000000008 -0.10653 -0.010264999999999998 -0.053834999999999994 -0.10224499999999999 -0.03898999999999999
decision_type=2 2 2 2 2 2
left_child=1 -1 4 -4 -3 -5
right_child=-2 2 3 5 -6 -7
leaf_value=0.00027793024563996005 -0.00032282332589671345 -0.00042969417220606407 0.00048944761928973424 -0.00021062495167515583 0.00012652731594173363 3.326754952639284e-05
leaf_weight=0.0015953075326524246 0.0010124527503709204 0.001623151255864704 0.0011087489439795093 0.0010017472763067985 0.0013007697604654098 0.0010056450461898435
leaf_count=455 609 240 614 133 899 171
internal_value=0 3.61011e-05 -2.7771e-05 0.000117176 -0.000182247 -8.84419e-05
internal_weight=0 0.00763537 0.00604006 0.00311614 0.00292392 0.00200739
internal_count=3121 2512 2057 918 1139 304
is_linear=0
shrinkage=0.00196078


Tree=7976
num_leaves=6
num_cat=0
split_feature=0 2 12 15 1
split_gain=9.44454e-06 3.76311e-05 2.08478e-05 2.72565e-05 2.24663e-05
threshold=-0.23001499999999997 0.11293500000000002 0.088245000000000004 0.040760000000000005 0.092390000000000014
decision_type=2 2 2 2 2
left_child=-1 2 4 -4 -2
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leaf_value=-0.0084732502859104063 -0.017927314065609067 0.014949471981038088 -0.0045026130102440555 0.016331568861821365 0.00077411770702117159
leaf_weight=0.0011388131053195463 0.0013627597170514573 0.0015690150795552487 0.0016314811962159202 0.0010208554896003676 0.0012151496490316277
leaf_count=117 1013 490 616 587 298
internal_value=0 0.00136665 -0.00270804 0.00351624 -0.00911202
internal_weight=0 0.00679926 0.00523025 0.00265234 0.00257791
internal_count=3121 3004 2514 1203 1311
is_linear=0
shrinkage=0.1


Tree=7977
num_leaves=7
num_cat=0
split_feature=42 157 42 0 48 2
split_gain=2.71077e-05 3.2895e-05 4.40563e-05 5.66376e-05 4.8867e-05 2.92024e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 0.092620000000000022 -0.23001499999999997 0.083685000000000009 0.097220000000000015
decision_type=2 2 2 2 2 2
left_child=-1 -2 3 -3 5 -5
right_child=1 2 -4 4 -6 -7
leaf_value=-0.00024235948559573128 -0.0002759589874672638 -0.00020691432156590207 -0.0002205201829428306 -2.743287218839494e-05 0.00063225604193706513 0.0003817719238855039
leaf_weight=0.0015255664962322245 0.0010535332151890573 0.0011158411030159922 0.0013185407892575786 0.0015368002627866616 0.001155488986808752 0.0011894479132683732
leaf_count=862 504 92 579 601 287 196
internal_value=0 4.4795e-05 9.8297e-05 0.000182412 0.000294328 0.000151101
internal_weight=0 0.00736965 0.00631612 0.00499758 0.00388174 0.00272625
internal_count=3121 2259 1755 1176 1084 797
is_linear=0
shrinkage=0.00196078


Tree=7978
num_leaves=6
num_cat=0
split_feature=50 133 3 0 0
split_gain=3.47521e-05 3.01631e-05 4.11678e-05 4.48703e-05 5.67108e-05
threshold=0.079410000000000008 0.091410000000000005 -0.10023499999999998 -0.10011499999999998 -0.15202999999999997
decision_type=2 2 2 2 2
left_child=1 2 -1 4 -4
right_child=-2 -3 3 -5 -6
leaf_value=0.00034908251223321902 -0.00034864595469663795 -0.00026431953987409145 -7.1599716063900669e-05 -0.00025270374790760603 0.00047560471113823025
leaf_weight=0.0016954054669274911 0.0010265742946786371 0.001104369034300336 0.00190399049821654 0.0017888203384387024 0.0011790860482091968
leaf_count=340 609 464 176 1273 259
internal_value=0 3.54997e-05 8.59178e-05 -5.66266e-06 0.000137672
internal_weight=0 0.00767167 0.0065673 0.0048719 0.00308308
internal_count=3121 2512 2048 1708 435
is_linear=0
shrinkage=0.00196078


Tree=7979
num_leaves=7
num_cat=0
split_feature=484 1 12 48 0 43
split_gain=2.501e-05 2.36627e-05 2.6345e-05 4.70468e-05 4.34342e-05 4.72006e-05
threshold=0.073690000000000019 0.12500000000000003 0.092355000000000007 0.089670000000000014 -0.10224499999999999 -0.0037449999999999996
decision_type=2 2 2 2 2 2
left_child=1 2 3 4 -1 -6
right_child=-2 -3 -4 -5 5 -7
leaf_value=-0.00041982816705150606 0.00028296492489111836 0.00021963788061748365 -0.0002970869724873134 0.00029200892636901054 -0.00025496511449213074 0.00034035947666006459
leaf_weight=0.0013029355056845644 0.0010081545509773087 0.0011028115325268486 0.0017433882418029919 0.0013640272611777655 0.0010402131726588034 0.001008418850220199
leaf_count=282 394 232 813 237 835 328
internal_value=0 -4.58109e-05 -9.11338e-05 -1.49915e-05 -0.000139935 3.80775e-05
internal_weight=0 0.00756179 0.00645898 0.00471559 0.00335157 0.00204863
internal_count=3121 2727 2495 1682 1445 1163
is_linear=0
shrinkage=0.00196078


Tree=7980
num_leaves=7
num_cat=0
split_feature=50 160 42 43 1 48
split_gain=3.88185e-05 3.58437e-05 3.41537e-05 3.87181e-05 5.81853e-05 3.75771e-05
threshold=0.079410000000000008 -0.081639999999999976 0.088060000000000013 -0.016814999999999997 0.086560000000000012 0.085130000000000025
decision_type=2 2 2 2 2 2
left_child=1 -1 3 -3 -5 -6
right_child=-2 2 -4 4 5 -7
leaf_value=0.00037073876607886664 -0.00036556133728364701 -0.00041219623341584284 0.0002163261441279789 0.00031866532320389305 8.9093273765066507e-05 -0.00041451306209713584
leaf_weight=0.0010883375974903792 0.0010229276591436805 0.0011560164467373452 0.0018141142094614615 0.0013736139960778514 0.0010240879867924194 0.0012836738302932013
leaf_count=441 609 588 634 455 285 109
internal_value=0 4.08647e-05 -1.31102e-05 -9.91532e-05 -8.52146e-07 -0.000191034
internal_weight=0 0.00773984 0.00665151 0.00483739 0.00368138 0.00230776
internal_count=3121 2512 2071 1437 849 394
is_linear=0
shrinkage=0.00196078


Tree=7981
num_leaves=6
num_cat=0
split_feature=12 160 15 15 43
split_gain=8.06195e-06 2.16951e-05 2.38785e-05 2.7364e-05 4.41651e-05
threshold=0.10388500000000002 1.0000000180025095e-35 -0.091184999999999988 0.035560000000000008 -1.0000000180025095e-35
decision_type=2 2 2 2 2
left_child=1 2 -1 4 -4
right_child=-2 -3 3 -5 -6
leaf_value=-0.0054277370207489791 -0.0081964343208530289 -0.0097583921502064231 0.0020761730039727702 -0.0029175747842690725 0.029368070904579841
leaf_weight=0.0017925858297810626 0.0010570514752358314 0.001437112577765123 0.0012478729702811143 0.0013185065626665168 0.001129759841315062
leaf_count=517 349 493 522 945 295
internal_value=0 0.00117953 0.00404341 0.0086368 0.0150442
internal_weight=0 0.00692584 0.00548873 0.00369614 0.00237763
internal_count=3121 2772 2279 1762 817
is_linear=0
shrinkage=0.1


Tree=7982
num_leaves=6
num_cat=0
split_feature=51 43 12 1 2
split_gain=8.82559e-06 2.54758e-05 3.59846e-05 3.67355e-05 2.54334e-05
threshold=-0.076794999999999988 -0.15323999999999996 0.092355000000000007 0.10060500000000001 0.089775000000000008
decision_type=2 2 2 2 2
left_child=-1 -2 3 4 -3
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leaf_value=-0.0075185519611470839 0.015662612368993408 -0.01536508893737956 -0.01674865522632717 0.014312469516021005 0.0042212211234889056
leaf_weight=0.001321441290118343 0.0010575012502396482 0.0011846032593486346 0.0011830519926233967 0.00171878286699055 0.0015056171914678018
leaf_count=537 223 942 630 445 344
internal_value=0 0.00142908 -0.00126259 0.00289273 -0.00440335
internal_weight=0 0.00664956 0.00559206 0.004409 0.00269022
internal_count=3121 2584 2361 1731 1286
is_linear=0
shrinkage=0.1


Tree=7983
num_leaves=7
num_cat=0
split_feature=52 160 15 42 2 3
split_gain=8.22885e-06 3.70276e-05 2.58372e-05 2.18024e-05 2.50038e-05 5.29138e-05
threshold=-0.046924999999999988 -1.0000000180025095e-35 -0.053579999999999996 0.088060000000000013 0.10613000000000002 -0.059315
decision_type=2 2 2 2 2 2
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leaf_value=0.01474088629415491 -0.01936639947426802 -0.011443006399565111 -0.0059509357894220148 0.012809730575535401 -0.014708959500688316 0.020144476271305355
leaf_weight=0.0012584452202796159 0.0010216315625688789 0.0011030245631270174 0.0011594445006369626 0.0012722701651260958 0.0011222018657573458 0.0010213964703130723
leaf_count=516 743 652 437 449 183 141
internal_value=0 -0.00217321 0.00481859 0.00171383 -0.00263438 0.00374388
internal_weight=0 0.00554052 0.00241789 0.00451889 0.00324662 0.00212442
internal_count=3121 2168 953 1425 976 793
is_linear=0
shrinkage=0.1


Tree=7984
num_leaves=7
num_cat=0
split_feature=50 484 3 15 3 4
split_gain=2.93815e-05 3.69764e-05 3.02826e-05 4.64082e-05 8.12909e-05 3.72792e-05
threshold=0.079410000000000008 0.064170000000000019 -0.10519499999999998 0.082685000000000022 -0.0080949999999999998 0.053925000000000008
decision_type=2 2 2 2 2 2
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right_child=-2 -3 3 -5 5 -7
leaf_value=0.00023361183713006191 -0.00031252856340223715 0.00038730094091111967 -0.00065782987698118122 0.00027922293192618507 0.00015014169140517439 -0.00027220505450173616
leaf_weight=0.0014728887291055861 0.0010574065801967182 0.001002851656397857 0.0010215124288954305 0.0010847066836146557 0.0019367826274057087 0.0013731971261796397
leaf_count=296 609 351 723 750 186 206
internal_value=0 3.55279e-05 -1.56801e-05 -8.34729e-05 -0.0001743 -2.50755e-05
internal_weight=0 0.00789194 0.00688909 0.0054162 0.00433149 0.00330998
internal_count=3121 2512 2161 1865 1115 392
is_linear=0
shrinkage=0.00196078


Tree=7985
num_leaves=6
num_cat=0
split_feature=0 48 16 16 12
split_gain=8.92953e-06 3.20019e-05 4.1011e-05 3.43855e-05 2.64101e-05
threshold=-0.23001499999999997 0.083685000000000009 -0.15241499999999997 0.013515000000000001 0.09141500000000001
decision_type=2 2 2 2 2
left_child=-1 2 -2 -4 -5
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leaf_value=-0.0082324319780276069 0.012876529732249335 0.013943586097646513 -0.018154354368300943 -0.010259477214181485 0.011481417746711936
leaf_weight=0.0011417441798592101 0.001318159916503487 0.0015518710518095955 0.0017131508151204716 0.0011109048280149138 0.0011241581803535642
leaf_count=117 378 530 1454 307 335
internal_value=0 0.00132299 -0.00239599 -0.00749491 0.000675429
internal_weight=0 0.00681824 0.00526637 0.00394821 0.00223506
internal_count=3121 3004 2474 2096 642
is_linear=0
shrinkage=0.1


Tree=7986
num_leaves=6
num_cat=0
split_feature=160 16 16 0 1
split_gain=9.32907e-06 2.49372e-05 4.82277e-05 4.41398e-05 7.06382e-05
threshold=-0.081069999999999989 -0.056919999999999991 0.38525000000000004 -0.18113999999999997 0.08844500000000001
decision_type=2 2 2 2 2
left_child=-1 3 -3 -2 -5
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leaf_weight=0.0011653491789823667 0.0011992601667157629 0.0019233347586154357 0.0010061811750943553 0.0011067214928625452 0.0015455808639204438
leaf_count=649 117 799 294 817 445
internal_value=0 -0.00146352 -0.00841689 0.00382525 0.0110237
internal_weight=0 0.00678108 0.00292952 0.00385156 0.0026523
internal_count=3121 2472 1093 1379 1262
is_linear=0
shrinkage=0.1


Tree=7987
num_leaves=7
num_cat=0
split_feature=50 160 49 16 2 15
split_gain=2.4486e-05 2.8131e-05 2.6561e-05 3.18849e-05 4.49635e-05 3.0366e-05
threshold=0.079410000000000008 -0.027994999999999996 -0.080859999999999987 0.38525000000000004 0.10097500000000002 -0.077219999999999983
decision_type=2 2 2 2 2 2
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right_child=-2 2 3 -5 -6 -7
leaf_value=0.00027621138252724117 -0.00029438151789925178 0.0002631182127587336 -0.00024786341698474108 0.00022228623957671288 -0.00042116208069201193 0.00018622302178111148
leaf_weight=0.0014550195898662896 0.001006819055248691 0.0010145078484255351 0.0010833417861664954 0.0010425473736789068 0.0015801560975120411 0.0014473101321648028
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internal_value=0 3.09689e-05 -2.68846e-05 -8.39756e-05 -0.000161647 3.95815e-07
internal_weight=0 0.00762288 0.00616786 0.00515336 0.00411081 0.00253065
internal_count=3121 2512 1887 1707 1436 1083
is_linear=0
shrinkage=0.00196078


Tree=7988
num_leaves=6
num_cat=0
split_feature=42 49 1 16 2
split_gain=8.8245e-06 2.11017e-05 2.60117e-05 4.47976e-05 3.98215e-05
threshold=0.092145000000000019 -0.00064499999999999985 0.111945 -0.088394999999999987 0.090050000000000005
decision_type=2 2 2 2 2
left_child=1 -1 3 -3 -5
right_child=-2 2 -4 4 -6
leaf_value=-0.0075644932178896883 -0.0078403646313497041 -0.017016806781533247 0.017407454658607848 0.019768474539301716 -0.0052189270050534923
leaf_weight=0.0018930795813133245 0.0012273173181959482 0.0010305298190167239 0.0012355953639678792 0.0013187341747182499 0.0012351482367784986
leaf_count=579 649 444 236 740 473
internal_value=0 0.00138167 0.00489532 0.000582212 0.00768368
internal_weight=0 0.00671309 0.00482001 0.00358441 0.00255388
internal_count=3121 2472 1893 1657 1213
is_linear=0
shrinkage=0.1


Tree=7989
num_leaves=7
num_cat=0
split_feature=50 160 49 16 2 43
split_gain=3.54767e-05 2.96611e-05 3.35181e-05 3.4592e-05 5.68569e-05 9.19623e-05
threshold=0.079410000000000008 -0.027994999999999996 -0.081404999999999991 0.38525000000000004 0.10613000000000002 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2
left_child=1 -1 -3 4 5 -4
right_child=-2 2 3 -5 -6 -7
leaf_value=0.00029274438282023206 -0.00034340565002680546 0.00030930699978249802 -0.00045666481691640151 0.00023912494297580273 -0.00048533229472294364 0.00027011304684988215
leaf_weight=0.0014870592321550649 0.0010310437949978988 0.001026276969309352 0.0010651745538403008 0.0010590438741951173 0.0013718791792853113 0.0018013830558862324
leaf_count=625 609 172 770 271 283 391
internal_value=0 4.35727e-05 -1.50211e-05 -7.78529e-05 -0.000157055 5.20915e-08
internal_weight=0 0.00781082 0.00632376 0.00529748 0.00423844 0.00286656
internal_count=3121 2512 1887 1715 1444 1161
is_linear=0
shrinkage=0.00196078


Tree=7990
num_leaves=7
num_cat=0
split_feature=50 160 49 16 2 15
split_gain=3.07835e-05 3.47519e-05 3.65682e-05 3.23763e-05 5.13242e-05 3.96823e-05
threshold=0.079410000000000008 -0.027994999999999996 -0.081404999999999991 0.38525000000000004 0.10097500000000002 -0.045854999999999993
decision_type=2 2 2 2 2 2
left_child=1 -1 -3 4 5 -4
right_child=-2 2 3 -5 -6 -7
leaf_value=0.00030906134938602257 -0.00032034368838641575 0.00031375827977877591 -0.00027168948474609931 0.00021338323207071566 -0.00044150937477294047 0.00021478942358038041
leaf_weight=0.0014747826973108861 0.0010452598699412811 0.0010264394666819653 0.00114495618669913 0.0010755418226528765 0.0016229094663642446 0.001475323112984336
leaf_count=625 609 172 326 271 353 765
internal_value=0 3.79333e-05 -2.5084e-05 -9.04757e-05 -0.000167496 2.2178e-06
internal_weight=0 0.00781995 0.00634517 0.00531873 0.00424319 0.00262028
internal_count=3121 2512 1887 1715 1444 1091
is_linear=0
shrinkage=0.00196078


Tree=7991
num_leaves=7
num_cat=0
split_feature=50 160 49 16 43 2
split_gain=3.73595e-05 3.18314e-05 3.24388e-05 3.26872e-05 5.3491e-05 7.44289e-05
threshold=0.079410000000000008 -0.027994999999999996 -0.081404999999999991 0.38525000000000004 -0.00045499999999999995 0.10613000000000002
decision_type=2 2 2 2 2 2
left_child=1 -1 -3 4 -4 -6
right_child=-2 2 3 -5 5 -7
leaf_value=0.00030446933231485801 -0.00035952026231411346 0.00030322888607868282 -0.00047158898943753353 0.00022888783076496029 0.00024407922347342742 -0.00042190271184792201
leaf_weight=0.0014499240099582165 0.0010033201245089425 0.0010117632692360707 0.0013942016692203123 0.001049581889825491 0.0017544722577254781 0.001020408665665007
leaf_count=625 609 172 886 271 394 164
internal_value=0 4.27997e-05 -1.80952e-05 -8.03916e-05 -0.000158254 -8.22722e-07
internal_weight=0 0.00768035 0.00623043 0.00521866 0.00416908 0.00277488
internal_count=3121 2512 1887 1715 1444 558
is_linear=0
shrinkage=0.00196078


Tree=7992
num_leaves=7
num_cat=0
split_feature=457 52 0 13 2 43
split_gain=9.04289e-06 1.79221e-05 3.24931e-05 3.06099e-05 3.509e-05 2.40241e-05
threshold=0.045365000000000009 0.11434500000000002 -0.14920999999999998 -0.094514999999999988 0.092120000000000021 -0.084004999999999982
decision_type=2 2 2 2 2 2
left_child=1 2 -1 -4 5 -5
right_child=-2 -3 3 4 -6 -7
leaf_value=-0.012559508523002952 0.0086836511825211099 -0.012963848871478065 0.018389455631579642 0.0036009628058548205 0.014425050624922837 -0.017726979744104639
leaf_weight=0.0013747266231038417 0.001033172127140213 0.0011142537755868247 0.0012379175330638576 0.0010030421655843576 0.0010940005663083513 0.0011154890313427679
leaf_count=171 289 489 240 358 636 938
internal_value=0 -0.00134414 0.0008785 0.00502945 -0.000118698 -0.00762903
internal_weight=0 0.00693943 0.00582518 0.00445045 0.00321253 0.00211853
internal_count=3121 2832 2343 2172 1932 1296
is_linear=0
shrinkage=0.1


Tree=7993
num_leaves=6
num_cat=0
split_feature=43 133 42 16 16
split_gain=9.56187e-06 3.61333e-05 4.75341e-05 3.66345e-05 1.85325e-05
threshold=-0.09225499999999999 0.076280000000000014 0.082250000000000004 -0.0092699999999999987 -0.095564999999999983
decision_type=2 2 2 2 2
left_child=-1 2 3 4 -2
right_child=1 -3 -4 -5 -6
leaf_value=-0.0065713630965937705 0.0037968921375261481 0.018097931916819857 -0.020481572229202008 0.01625178356426581 -0.01312451190864547
leaf_weight=0.0017489998520042356 0.0014470475122720667 0.0011157989198137498 0.0010720148150286969 0.0014035713874015199 0.0011709961345673118
leaf_count=476 309 827 671 382 456
internal_value=0 0.00179939 -0.00177093 0.00321664 -0.0037717
internal_weight=0 0.00620943 0.00509363 0.00402162 0.00261804
internal_count=3121 2645 1818 1147 765
is_linear=0
shrinkage=0.1


Tree=7994
num_leaves=7
num_cat=0
split_feature=50 160 13 13 4 13
split_gain=2.80623e-05 3.97095e-05 2.72716e-05 4.67613e-05 7.12172e-05 2.08016e-05
threshold=1.0000000180025095e-35 -0.081639999999999976 -0.074044999999999986 0.016935000000000002 0.018150000000000003 -0.15714499999999998
decision_type=2 2 2 2 2 2
left_child=1 -1 5 4 -4 -3
right_child=-2 2 3 -5 -6 -7
leaf_value=0.000382069961709246 -0.00031152722417035695 -1.9688626486298475e-05 -0.00066219450183513048 0.00015179312701622165 -7.9263284085330187e-06 0.00035845788208275505
leaf_weight=0.0010861052375995064 0.0010188691344777366 0.0012405760807946025 0.0010814596366285792 0.0015711552139977287 0.0015656513074711778 0.0010184247610451687
leaf_count=439 627 153 640 376 271 615
internal_value=0 3.51099e-05 -2.30682e-05 -0.000116175 -0.000275223 0.000150791
internal_weight=0 0.00756337 0.00647727 0.00421827 0.00264711 0.002259
internal_count=3121 2494 2055 1287 911 768
is_linear=0
shrinkage=0.00196078


Tree=7995
num_leaves=6
num_cat=0
split_feature=12 15 12 3 1
split_gain=9.15351e-06 2.07545e-05 3.79534e-05 3.86059e-05 2.8319e-05
threshold=0.10388500000000002 0.088235000000000022 0.084100000000000022 0.10893000000000001 0.092390000000000014
decision_type=2 2 2 2 2
left_child=1 2 3 4 -1
right_child=-2 -3 -4 -5 -6
leaf_value=0.001616750605618442 -0.0087169594736745092 0.013462028013421666 -0.014336893933392103 -0.0095845769341768583 0.022069566969091847
leaf_weight=0.0015124014817832097 0.0010548445833420449 0.0011636717955430531 0.0015871410227735871 0.0014121869699034485 0.0012255496800992211
leaf_count=392 349 600 1212 223 345
internal_value=0 0.00128504 -0.00118477 0.00384501 0.0107718
internal_weight=0 0.00690095 0.00573728 0.00415014 0.00273795
internal_count=3121 2772 2172 960 737
is_linear=0
shrinkage=0.1


Tree=7996
num_leaves=7
num_cat=0
split_feature=47 4 4 3 151 43
split_gain=3.15664e-05 4.72674e-05 3.48698e-05 5.24271e-05 3.16231e-05 4.99709e-05
threshold=0.11893500000000001 0.24564500000000003 0.033845000000000007 0.10299500000000002 -0.0071249999999999985 -0.0030899999999999994
decision_type=2 2 2 2 2 2
left_child=1 2 3 4 -1 -6
right_child=-2 -3 -4 -5 5 -7
leaf_value=0.00022462269242837609 -0.00033523429106166279 0.00032780615367971103 -0.000309915534241015 0.00042209362048211931 4.1254090822980858e-05 -0.00050008560632208417
leaf_weight=0.0010007510726087899 0.0010023220084376767 0.0016631052019144181 0.0014558028641891811 0.0010566653285758896 0.0015794921508004104 0.0011208107900556059
leaf_count=392 115 397 316 116 1182 603
internal_value=0 3.42104e-05 -4.43732e-05 3.68795e-05 -7.31006e-05 -0.000183439
internal_weight=0 0.00787663 0.00621352 0.00475772 0.00370105 0.0027003
internal_count=3121 3006 2609 2293 2177 1785
is_linear=0
shrinkage=0.00196078


Tree=7997
num_leaves=6
num_cat=0
split_feature=42 43 16 48 16
split_gain=1.03403e-05 1.52499e-05 2.56027e-05 2.19659e-05 4.71989e-05
threshold=-1.0000000180025095e-35 -0.052894999999999991 0.064860000000000015 0.086035000000000014 -0.088159999999999988
decision_type=2 2 2 2 2
left_child=-1 -2 3 4 -3
right_child=1 2 -4 -5 -6
leaf_value=-0.0079261916452871041 0.0093014613704948037 0.022581693253742128 -0.014991565853243509 -0.0077581012937302605 -0.0058019870213676314
leaf_weight=0.0013761350332746553 0.0018507868990456323 0.0011712258055622806 0.001072572040851324 0.0013166784635769459 0.0011722203447009395
leaf_count=862 1041 337 225 193 463
internal_value=0 0.00160517 -0.00140457 0.002577 0.00838383
internal_weight=0 0.00658348 0.0047327 0.00366012 0.00234345
internal_count=3121 2259 1218 993 800
is_linear=0
shrinkage=0.1


Tree=7998
num_leaves=8
num_cat=0
split_feature=50 160 43 2 4 13 0
split_gain=3.28473e-05 3.62152e-05 2.58656e-05 3.87261e-05 8.06464e-05 2.7695e-05 1.53459e-05
threshold=0.079410000000000008 -0.027994999999999996 -0.15323999999999996 0.11411 0.0052350000000000009 -1.0000000180025095e-35 -0.046359999999999991
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -3 4 6 -6 -4
right_child=-2 2 3 -5 5 -7 -8
leaf_value=0.00031860836751986693 -0.00033731649980704118 0.00024308703614741732 -0.00044993554140824847 -0.00042905553122543361 4.4727491471545285e-05 0.00050141957032318572 -0.00010703887066341308
leaf_weight=0.0014486951146713825 0.0010063677765797712 0.001125134381010996 0.0010068178911012079 0.0010102114147147101 0.0010151055255556523 0.0010270507885252308 0.0010003788257913657
leaf_count=625 609 176 916 268 263 108 156
internal_value=0 3.9555e-05 -2.581e-05 -8.56068e-05 7.5053e-08 0.000274409 -0.000279037
internal_weight=0 0.00763339 0.0061847 0.00505956 0.00404935 0.00204216 0.0020072
internal_count=3121 2512 1887 1711 1443 371 1072
is_linear=0
shrinkage=0.00196078


Tree=7999
num_leaves=7
num_cat=0
split_feature=15 16 2 4 49 15
split_gain=9.5588e-06 4.3765e-05 4.00943e-05 2.87527e-05 2.86541e-05 4.23429e-05
threshold=-0.15914499999999995 -0.36241499999999999 0.10644500000000001 -0.084369999999999987 -0.006494999999999999 -0.016799999999999995
decision_type=2 2 2 2 2 2
left_child=-1 -2 3 -3 -5 -6
right_child=1 2 -4 4 5 -7
leaf_value=0.008589482266061748 -0.020421055669667967 -0.015056830466308031 0.017396588961503777 -0.011390262804053053 -0.0045125162443430868 0.023191049120579833
leaf_weight=0.0011051901485447631 0.00103117647846697 0.0013026815073386043 0.0013015016033331014 0.0010113496993270554 0.0011367122419597079 0.0010720136502103911
leaf_count=351 221 510 424 345 538 732
internal_value=0 -0.00143217 0.00192979 -0.00252105 0.0025503 0.00893352
internal_weight=0 0.00685544 0.00582426 0.00452276 0.00322008 0.00220873
internal_count=3121 2770 2549 2125 1615 1270
is_linear=0
shrinkage=0.1


Tree=8000
num_leaves=7
num_cat=0
split_feature=50 15 4 151 2 0
split_gain=3.9467e-05 4.32028e-05 4.60883e-05 3.14678e-05 2.84903e-05 3.07855e-05
threshold=0.079410000000000008 -0.15026499999999995 0.098655000000000007 -0.0071249999999999985 0.10672500000000001 -0.076899999999999982
decision_type=2 2 2 2 2 2
left_child=1 -1 3 -3 5 -5
right_child=-2 2 -4 4 -6 -7
leaf_value=0.00042377906329998916 -0.00036658352081384889 0.00036823508878189098 -0.00029386130839038378 -0.00033860905402363428 0.00027941587186892149 7.0947281606756519e-05
leaf_weight=0.0010070379853650713 0.0010130031412423756 0.0011406183997881144 0.0016723707656877609 0.0012172178873647902 0.0010233560505014437 0.0016789135527799583
leaf_count=318 609 346 270 948 271 359
internal_value=0 4.49935e-05 -1.1665e-05 8.16013e-05 -1.81267e-06 -0.000101186
internal_weight=0 0.00773951 0.00673248 0.00506011 0.00391949 0.00289613
internal_count=3121 2512 2194 1924 1578 1307
is_linear=0
shrinkage=0.00196078


Tree=8001
num_leaves=7
num_cat=0
split_feature=50 15 47 151 0 12
split_gain=4.3872e-05 4.93595e-05 4.05686e-05 6.44672e-05 4.02552e-05 7.74901e-05
threshold=0.079410000000000008 -0.15026499999999995 0.096175000000000024 -0.024429999999999997 -0.10011499999999998 0.089735000000000023
decision_type=2 2 2 2 2 2
left_child=1 -1 3 -3 -5 -6
right_child=-2 2 -4 4 5 -7
leaf_value=0.00044804720187477956 -0.00038550727441176159 0.00045533258136118751 -0.00034071867166813328 0.00017215253136427613 -0.00058734389415699534 8.0044905829100322e-05
leaf_weight=0.0010109405107893406 0.0010373073714498452 0.0012106867794111726 0.0012176871309667716 0.0018215469955756352 0.0011646706406426104 0.0015712761252346882
leaf_count=318 609 348 185 275 743 643
internal_value=0 4.30947e-05 -1.55069e-05 5.31467e-05 -5.3693e-05 -0.000204057
internal_weight=0 0.00799681 0.00698587 0.00576818 0.00455749 0.00273595
internal_count=3121 2512 2194 2009 1661 1386
is_linear=0
shrinkage=0.00196078


Tree=8002
num_leaves=7
num_cat=0
split_feature=4 151 12 2 16 16
split_gain=9.498e-06 1.49784e-05 2.89102e-05 2.60848e-05 2.45709e-05 4.09865e-05
threshold=0.26790000000000008 -0.024429999999999997 0.088305000000000008 0.088555000000000009 -0.074319999999999983 0.054560000000000004
decision_type=2 2 2 2 2 2
left_child=1 -1 4 -4 -3 -6
right_child=-2 2 3 -5 5 -7
leaf_value=0.0093231484146121466 0.0077628658195862763 -0.022184414270394966 0.014915999679950548 -0.0056113223087363613 0.010404833461022221 -0.017888706141847135
leaf_weight=0.0010617050639146267 0.001303990578115915 0.0010844837322433608 0.0012133548215847822 0.0012638552232404677 0.0010366489156844445 0.0010116413469742835
leaf_count=450 377 525 513 704 363 189
internal_value=0 -0.00156849 -0.00362977 0.0044431 -0.0100133 -0.00356922
internal_weight=0 0.00667169 0.00560998 0.00247721 0.00313277 0.00204829
internal_count=3121 2744 2294 1217 1077 552
is_linear=0
shrinkage=0.1


Tree=8003
num_leaves=7
num_cat=0
split_feature=0 1 47 16 49 47
split_gain=1.03226e-05 2.78837e-05 2.41785e-05 2.44383e-05 1.15165e-05 7.98544e-06
threshold=0.041630000000000007 0.077565000000000009 1.0000000180025095e-35 -0.008904999999999998 -0.0090649999999999984 0.11170500000000001
decision_type=2 2 2 2 2 2
left_child=1 -1 3 4 -3 -4
right_child=-2 2 5 -5 -6 -7
leaf_value=-0.014481844156337825 0.0077136558162784301 0.0079318265167345053 -0.013181562660164285 0.019113615090482206 -0.0070169724669797255 -0.00063472190346899589
leaf_weight=0.0013558490716242223 0.001412632066658097 0.0010601605227270271 0.0010129706453981598 0.0011013649088257023 0.0010028542948377944 0.0010160715515651925
leaf_count=1554 252 209 200 293 472 141
internal_value=0 -0.00171158 0.00162236 0.00708609 0.00066505 -0.00689855
internal_weight=0 0.00654927 0.00519342 0.00316438 0.00206301 0.00202904
internal_count=3121 2869 1315 974 681 341
is_linear=0
shrinkage=0.1


Tree=8004
num_leaves=8
num_cat=0
split_feature=50 15 4 4 1 133 2
split_gain=3.70875e-05 3.86145e-05 4.73285e-05 2.54304e-05 5.35251e-05 4.20089e-05 1.84757e-05
threshold=0.079410000000000008 -0.15026499999999995 0.23246000000000003 0.0052350000000000009 0.086560000000000012 1.0000000180025095e-35 0.079055000000000014
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 4 5 -3 -5
right_child=-2 2 -4 6 -6 -7 -8
leaf_value=0.00039606423908907152 -0.00034831554107271536 0.0003069092021075758 -0.00040681411870831013 1.9845124327537256e-05 -0.00040397196670272989 -0.00019996123663368126 0.00037739108370673477
leaf_weight=0.0010115058971066869 0.001085111479472046 0.0015919457810549575 0.0010083679584698187 0.0010062605186908265 0.0011268794713521304 0.0010389015960841407 0.0012408020091674902
leaf_count=318 609 640 169 95 474 530 286
internal_value=0 3.7915e-05 -1.37408e-05 5.22669e-05 -4.6407e-05 0.00010675 0.000217278
internal_weight=0 0.00802466 0.00701316 0.00600479 0.00375773 0.00263085 0.00224706
internal_count=3121 2512 2194 2025 1644 1170 381
is_linear=0
shrinkage=0.00196078


Tree=8005
num_leaves=8
num_cat=0
split_feature=50 15 4 0 49 0 2
split_gain=4.89729e-05 4.03056e-05 4.03174e-05 3.67916e-05 4.89625e-05 4.39622e-05 4.32495e-05
threshold=0.079410000000000008 -0.15026499999999995 0.23246000000000003 -0.10011499999999998 -0.006494999999999999 -0.060129999999999996 0.10097500000000002
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 -5 -7
right_child=-2 2 -4 5 -6 6 -8
leaf_value=0.00041733203207370304 -0.00039468956961682543 -2.7475074935817453e-05 -0.00036218616012254724 -0.00040589382434780242 0.00055627750698050823 0.00028856129842423395 -0.00021592775356621906
leaf_weight=0.0010161684854027098 0.0010672792993388766 0.0011169517416292933 0.0010134072187198973 0.0010159325729204222 0.0010929696851861353 0.0015313665577289385 0.0011394818942903225
leaf_count=318 609 143 169 1311 173 175 223
internal_value=0 5.27146e-05 -9.04378e-07 6.11855e-05 0.000261234 -5.87269e-05 7.33278e-05
internal_weight=0 0.00792628 0.00691011 0.0058967 0.00220992 0.00368678 0.00267085
internal_count=3121 2512 2194 2025 316 1709 398
is_linear=0
shrinkage=0.00196078


Tree=8006
num_leaves=6
num_cat=0
split_feature=12 52 4 15 1
split_gain=8.51093e-06 1.98396e-05 2.82817e-05 3.97261e-05 2.66307e-05
threshold=0.10388500000000002 0.070205000000000017 -0.04890499999999999 -0.070929999999999979 0.10612500000000001
decision_type=2 2 2 2 2
left_child=1 2 -1 4 -4
right_child=-2 -3 3 -5 -6
leaf_value=-0.015215324891608826 -0.0083646848100737883 0.0097680933597263271 0.0049606604496561617 0.015337321554769577 -0.016544907339638756
leaf_weight=0.0012382639995904806 0.001064832187931828 0.0019564501189768069 0.0011406093004805086 0.0014269976681914776 0.0011628523725612917
leaf_count=611 349 934 480 474 273
internal_value=0 0.0012383 -0.00212034 0.00222632 -0.00589596
internal_weight=0 0.00692517 0.00496872 0.00373046 0.00230346
internal_count=3121 2772 1838 1227 753
is_linear=0
shrinkage=0.1


Tree=8007
num_leaves=6
num_cat=0
split_feature=4 150 3 0 43
split_gain=9.6602e-06 1.54914e-05 2.05015e-05 5.38941e-05 4.67923e-05
threshold=0.26790000000000008 0.086615000000000011 0.095270000000000007 -0.10011499999999998 -0.074359999999999996
decision_type=2 2 2 2 2
left_child=1 2 3 -1 -5
right_child=-2 -3 -4 4 -6
leaf_value=0.019576755503055761 0.0078347114088022727 -0.012887034689210729 -0.0097456387423713459 0.0078287762762972689 -0.01840111798211759
leaf_weight=0.0014552559482505184 0.0013040002692433425 0.0010248490308445825 0.0014563076326177954 0.0014782727196003128 0.0012596377958118941
leaf_count=295 377 267 161 841 1180
internal_value=0 -0.00157565 0.000476304 0.00402644 -0.00423888
internal_weight=0 0.00667432 0.00564947 0.00419317 0.00273791
internal_count=3121 2744 2477 2316 2021
is_linear=0
shrinkage=0.1


Tree=8008
num_leaves=6
num_cat=0
split_feature=13 47 16 0 4
split_gain=1.08727e-05 1.97924e-05 3.7017e-05 3.09096e-05 2.97519e-05
threshold=-0.23438999999999996 0.10904500000000002 -0.39185999999999993 -0.11013499999999998 -0.082109999999999975
decision_type=2 2 2 2 2
left_child=-1 2 -2 -4 -5
right_child=1 -3 3 4 -6
leaf_value=0.0096980852295863017 0.017582889118755673 -0.01372044023428187 0.0080294825661623333 0.0015307668333152341 -0.018097055344552231
leaf_weight=0.0010033703509918172 0.0010815830575795025 0.0011037148911384013 0.0016772467217477304 0.0014638521043471955 0.0016346548008771809
leaf_count=169 287 163 260 647 1595
internal_value=0 -0.00143661 0.000878071 -0.00290513 -0.00882413
internal_weight=0 0.00696105 0.00585734 0.00477575 0.00309851
internal_count=3121 2952 2789 2502 2242
is_linear=0
shrinkage=0.1


Tree=8009
num_leaves=6
num_cat=0
split_feature=0 2 0 15 0
split_gain=1.0701e-05 2.36721e-05 2.3172e-05 2.44549e-05 6.10124e-05
threshold=-0.060129999999999996 0.10097500000000002 -0.10011499999999998 -0.11713499999999999 -0.14920999999999998
decision_type=2 2 2 2 2
left_child=2 -2 3 -1 -5
right_child=1 -3 -4 4 -6
leaf_value=-0.010319161864373951 0.013238658734610061 -0.0060270009132139882 -0.012628197697928329 -0.0079742082989242239 0.02290148314713111
leaf_weight=0.001158975169791617 0.001528190397543862 0.0010946009064761782 0.0016096187254512847 0.0013032846617229386 0.0012575578721410216
leaf_count=209 262 311 1910 178 251
internal_value=0 0.00519829 -0.00260421 0.00173332 0.00718798
internal_weight=0 0.00262279 0.00532944 0.00371982 0.00256084
internal_count=3121 573 2548 638 429
is_linear=0
shrinkage=0.1


Tree=8010
num_leaves=6
num_cat=0
split_feature=43 133 1 2 4
split_gain=9.98043e-06 3.36549e-05 4.45744e-05 3.62923e-05 2.57749e-05
threshold=-0.09225499999999999 0.076280000000000014 0.104035 0.11215000000000001 -0.0016099999999999997
decision_type=2 2 2 2 2
left_child=-1 2 4 -4 -2
right_child=1 -3 3 -5 -6
leaf_value=-0.0067125830484027656 -0.0020302114365885328 0.017566007737157698 0.022694416047608811 -0.0025936836647259148 -0.021572491020048604
leaf_weight=0.001742712766644847 0.0016317539924145565 0.0011173564250971527 0.0010263005474401921 0.0012695583737071716 0.0011509602935402454
leaf_count=476 972 827 236 258 352
internal_value=0 0.00185349 -0.00160349 0.00871067 -0.0101131
internal_weight=0 0.00619593 0.00507857 0.00229586 0.00278271
internal_count=3121 2645 1818 494 1324
is_linear=0
shrinkage=0.1


Tree=8011
num_leaves=7
num_cat=0
split_feature=50 160 3 48 15 13
split_gain=3.6785e-05 3.34234e-05 2.84712e-05 4.59233e-05 5.16181e-05 6.11307e-05
threshold=0.079410000000000008 -0.081639999999999976 -0.10519499999999998 0.092475000000000016 -0.016799999999999995 -0.029529999999999997
decision_type=2 2 2 2 2 2
left_child=1 -1 -3 4 -4 -6
right_child=-2 2 3 -5 5 -7
leaf_value=0.00035895014875859395 -0.00035784266411439497 0.00022144766074711999 -0.00043831699167227702 0.00024975695659976241 -0.00030290254960975882 0.00036191720548268595
leaf_weight=0.0010814363025804094 0.0010144942051225582 0.0015317406518041915 0.0017401731138640838 0.0012107839147504104 0.0011054800795734982 0.001024608835642067
leaf_count=441 609 292 707 217 445 410
internal_value=0 3.93811e-05 -1.28803e-05 -8.35212e-05 -0.000187785 1.6887e-05
internal_weight=0 0.00769422 0.00661279 0.00508105 0.00387026 0.00213009
internal_count=3121 2512 2071 1779 1562 855
is_linear=0
shrinkage=0.00196078


Tree=8012
num_leaves=7
num_cat=0
split_feature=50 15 4 151 43 0
split_gain=3.88455e-05 5.01482e-05 3.94189e-05 3.47159e-05 2.55603e-05 6.23703e-05
threshold=0.079410000000000008 -0.14809499999999998 0.098655000000000007 -0.0071249999999999985 0.016310000000000002 -0.053834999999999994
decision_type=2 2 2 2 2 2
left_child=1 -1 3 -3 5 -5
right_child=-2 2 -4 4 -6 -7
leaf_value=0.00045291252274639704 -0.00036385232264231717 0.00037526796389501137 -0.00027952911995185052 0.00011894267314854155 0.00023567905935365839 -0.00048026118539669447
leaf_weight=0.0010074288863042334 0.0010102261479913313 0.0011140537587159887 0.0016482803346556506 0.0016975077585825776 0.0011025402631889012 0.0011010641947004683
leaf_count=330 609 338 267 1088 232 257
internal_value=0 4.51783e-05 -1.6466e-05 6.99921e-05 -1.71865e-05 -0.000116807
internal_weight=0 0.00767088 0.00666345 0.00501517 0.00390111 0.00279857
internal_count=3121 2512 2182 1915 1577 1345
is_linear=0
shrinkage=0.00196078


Tree=8013
num_leaves=8
num_cat=0
split_feature=50 15 16 48 0 0 1
split_gain=2.38596e-05 2.79724e-05 5.10435e-05 4.89815e-05 5.09985e-05 3.54871e-05 3.18964e-05
threshold=0.079410000000000008 -0.14601999999999996 -0.36241499999999999 0.089575000000000016 -0.10607499999999999 0.13134000000000004 0.092390000000000014
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -3 4 -4 6 -6
right_child=-2 2 3 -5 5 -7 -8
leaf_value=0.00033268412037869586 -0.00028938159613572684 -0.00039977686656246183 0.00030446459363705944 0.00045067099065145818 -0.00053098260076453127 0.0001434573812402494 -5.7923462757250577e-05
leaf_weight=0.0010318928147230464 0.0010019216535641032 0.0011016002847858124 0.0012878305472115623 0.0010190987956392623 0.0011132768656103614 0.0010276189039900041 0.0010792012806759605
leaf_count=367 609 207 166 215 1230 54 273
internal_value=0 3.2381e-05 -1.43679e-05 6.24486e-05 -2.53162e-05 -0.000157207 -0.000298129
internal_weight=0 0.00766052 0.00662863 0.00552703 0.00450793 0.0032201 0.00219248
internal_count=3121 2512 2145 1938 1723 1557 1503
is_linear=0
shrinkage=0.00196078


Tree=8014
num_leaves=6
num_cat=0
split_feature=51 43 43 160 12
split_gain=1.03286e-05 1.84127e-05 3.4017e-05 2.6596e-05 2.89496e-05
threshold=-0.076794999999999988 -0.15323999999999996 -0.0037449999999999996 1.0000000180025095e-35 0.088365000000000013
decision_type=2 2 2 2 2
left_child=-1 -2 -3 4 -4
right_child=1 2 3 -5 -6
leaf_value=-0.0081149479676370789 0.013662440208896055 -0.014396773896856044 0.015681120596068947 -0.010081986764395454 -0.0040870919376203149
leaf_weight=0.0013198071420351268 0.0010586113318245714 0.0013721330946336345 0.0019842721006822781 0.0010473577850728727 0.0011821594523879634
leaf_count=537 223 1370 454 137 400
internal_value=0 0.00157024 -0.000721407 0.00373169 0.00830083
internal_weight=0 0.00664453 0.00558592 0.00421379 0.00316643
internal_count=3121 2584 2361 991 854
is_linear=0
shrinkage=0.1


Tree=8015
num_leaves=6
num_cat=0
split_feature=50 15 16 48 52
split_gain=2.59037e-05 3.02081e-05 3.71666e-05 5.40093e-05 3.79238e-05
threshold=0.079410000000000008 -0.10653 -0.094359999999999986 0.016865000000000002 0.0031350000000000002
decision_type=2 2 2 2 2
left_child=1 -1 -3 4 -4
right_child=-2 2 3 -5 -6
leaf_value=0.00026892624193768056 -0.00030383737575204487 -0.00028375291927924731 -0.00024932962515998493 0.00045532759666991069 0.000165540190909639
leaf_weight=0.0016019032019569668 0.0010156805538374643 0.001661687400171601 0.0018410013799349282 0.0010226174387340655 0.0015691708955496734
leaf_count=455 609 328 795 265 669
internal_value=0 2.93197e-05 -3.36597e-05 6.0091e-05 -5.84297e-05
internal_weight=0 0.00769638 0.00609448 0.00443279 0.00341017
internal_count=3121 2512 2057 1729 1464
is_linear=0
shrinkage=0.00196078


Tree=8016
num_leaves=6
num_cat=0
split_feature=403 13 4 4 2
split_gain=9.74546e-06 4.38481e-05 5.39921e-05 3.62587e-05 3.12677e-05
threshold=0.017340000000000005 0.10935500000000002 -0.062539999999999984 0.033845000000000007 0.10803500000000001
decision_type=2 2 2 2 2
left_child=1 2 -1 -4 -5
right_child=-2 -3 3 4 -6
leaf_value=-0.020684535979155767 0.0091606245771897587 0.016484931897804197 0.013718899311259187 0.0047003969920809425 -0.016550279732517988
leaf_weight=0.0015780723194978273 0.0010060662797172354 0.0011486149275086307 0.0014636065552914887 0.0014094299066895423 0.001360976997175353
leaf_count=977 393 183 932 334 302
internal_value=0 -0.00136875 -0.00489709 0.000987102 -0.00573911
internal_weight=0 0.0069607 0.00581209 0.00423401 0.00277041
internal_count=3121 2728 2545 1568 636
is_linear=0
shrinkage=0.1


Tree=8017
num_leaves=8
num_cat=0
split_feature=50 15 16 0 48 13 4
split_gain=2.19353e-05 3.17654e-05 6.27857e-05 7.25461e-05 6.55317e-05 4.77897e-05 8.76209e-05
threshold=0.079410000000000008 -0.14601999999999996 -0.094359999999999986 -0.11756999999999999 0.085325000000000012 -0.063184999999999977 -0.034939999999999992
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 -3 5 -4 -7
right_child=-2 2 4 -5 -6 6 -8
leaf_value=0.00035172468743458992 -0.00027566536500717674 -0.00065937555930047087 -0.00035065415667824427 6.3655014699198089e-05 0.00054843302504634268 -0.0002704133117296672 0.00048639400765474638
leaf_weight=0.0010316766154174501 0.0010107515825164993 0.0010591690243642569 0.0011120328160528613 0.0010750774490479833 0.001026529948234458 0.0010793596084484091 0.0012924277811400854
leaf_count=367 609 154 692 237 264 591 207
internal_value=0 3.16182e-05 -1.80833e-05 -0.000295166 0.000113029 -1.52657e-05 0.000141984
internal_weight=0 0.00767627 0.0066446 0.00213425 0.00451035 0.00348382 0.00237179
internal_count=3121 2512 2145 391 1754 1490 798
is_linear=0
shrinkage=0.00196078


Tree=8018
num_leaves=6
num_cat=0
split_feature=43 16 2 1 2
split_gain=1.29243e-05 2.41016e-05 3.80071e-05 7.42746e-05 2.53511e-05
threshold=-0.24021999999999996 0.22339500000000004 0.099185000000000009 0.11181500000000001 0.084245000000000014
decision_type=2 2 2 2 2
left_child=-1 2 4 -4 -2
right_child=1 -3 3 -5 -6
leaf_value=-0.010505273499574447 0.006314987224205669 -0.01217828511662862 0.029856391811097966 -0.004549930236696839 -0.011149086908667047
leaf_weight=0.0010275446552391234 0.0015676259275989816 0.0010848081238436303 0.001306783434603432 0.0012068968842635524 0.0017693727600335244
leaf_count=166 800 414 369 266 1106
internal_value=0 0.00151195 0.00405033 0.0133368 -0.00294497
internal_weight=0 0.00693549 0.00585068 0.00251368 0.003337
internal_count=3121 2955 2541 635 1906
is_linear=0
shrinkage=0.1


Tree=8019
num_leaves=7
num_cat=0
split_feature=0 1 47 49 47 4
split_gain=1.08736e-05 2.51732e-05 2.29442e-05 2.98879e-05 1.3844e-05 7.40497e-06
threshold=0.041630000000000007 0.077565000000000009 1.0000000180025095e-35 -0.054319999999999993 0.11402500000000002 0.033845000000000007
decision_type=2 2 2 2 2 2
left_child=1 -1 3 -3 -4 -5
right_child=-2 2 4 5 -6 -7
leaf_value=-0.013909041935911946 0.0079211057621421197 -0.0074706436316382538 -0.015061129086366823 0.018889424498926069 0.0014702299296040138 0.007121259669119283
leaf_weight=0.0013513035221248753 0.0014130052097326732 0.001006656430333121 0.0010244831905493101 0.0011482884122154553 0.0010020671996540649 0.0010006347660712765
leaf_count=1554 252 206 211 484 130 284
internal_value=0 -0.00175345 0.00141627 0.00674865 -0.00688688 0.0134096
internal_weight=0 0.00653343 0.00518213 0.00315558 0.00202655 0.00214892
internal_count=3121 2869 1315 974 341 768
is_linear=0
shrinkage=0.1


Tree=8020
num_leaves=7
num_cat=0
split_feature=43 1 52 42 0 3
split_gain=1.05222e-05 2.42183e-05 3.52382e-05 7.26494e-05 8.25547e-05 2.85542e-05
threshold=-0.24021999999999996 0.11829500000000003 0.10160000000000001 0.086325000000000013 -0.077809999999999976 0.090900000000000009
decision_type=2 2 2 2 2 2
left_child=-1 2 3 4 5 -2
right_child=1 -3 -4 -5 -6 -7
leaf_value=-0.0094858893507730226 -0.0099583536162252979 0.015367063889470326 -0.017834555800909487 -0.02128606559603919 0.031650535405344286 0.010765535258468207
leaf_weight=0.0010247959532049943 0.0014858699605367416 0.0010488922978986823 0.0010391725667887753 0.0010162990259629662 0.001117690595778435 0.0012032558042591743
leaf_count=166 934 350 488 694 365 124
internal_value=0 0.00137235 -0.00113161 0.00246715 0.00880851 -0.0006854
internal_weight=0 0.00691118 0.00586229 0.00482312 0.00380682 0.00268913
internal_count=3121 2955 2605 2117 1423 1058
is_linear=0
shrinkage=0.1


Tree=8021
num_leaves=7
num_cat=0
split_feature=50 160 3 48 52 3
split_gain=2.94364e-05 2.46226e-05 3.11521e-05 3.22467e-05 4.28648e-05 5.45444e-05
threshold=0.079410000000000008 -0.081639999999999976 0.12745000000000004 0.092475000000000016 -0.088204999999999992 -0.080634999999999984
decision_type=2 2 2 2 2 2
left_child=1 -1 3 4 -3 -6
right_child=-2 2 -4 -5 5 -7
leaf_value=0.00031237020236705022 -0.0003208407692609559 -0.00037723840399110024 -0.00032548415487759362 0.00034813177438523872 0.00033797359176339722 -0.00016152415209350299
leaf_weight=0.0010643424992026187 0.0010076816587079656 0.001026450890239916 0.0010119282292963445 0.0011058908592132656 0.0016305940729356566 0.0017346654476952119
leaf_count=441 609 464 138 211 708 550
internal_value=0 3.5885e-05 -9.32175e-06 4.88734e-05 -2.64838e-05 8.05012e-05
internal_weight=0 0.00757387 0.00650953 0.0054976 0.00439171 0.00336526
internal_count=3121 2512 2071 1933 1722 1258
is_linear=0
shrinkage=0.00196078


Tree=8022
num_leaves=7
num_cat=0
split_feature=13 3 1 0 4 48
split_gain=1.08187e-05 3.26297e-05 2.77638e-05 2.20938e-05 3.22209e-05 1.72993e-05
threshold=-0.010739999999999998 -0.078934999999999991 0.08844500000000001 -0.019414999999999998 0.08184000000000001 0.084170000000000009
decision_type=2 2 2 2 2 2
left_child=1 -1 -3 4 5 -2
right_child=3 2 -4 -5 -6 -7
leaf_value=-0.0082538850564316309 0.0081020494520357544 0.0005962091274663555 0.023913154500040397 0.0096305480394858339 -0.019582864115110912 -0.0093960679985661145
leaf_weight=0.001270754994809845 0.0012542721221303807 0.0010301775224817356 0.0010126290728308118 0.0010441194423224959 0.0012838116732078282 0.0010281176020733832
leaf_count=1074 597 362 474 245 165 204
internal_value=0 0.00432788 0.0121545 -0.0031632 -0.00690898 0.000219906
internal_weight=0 0.00331356 0.00204281 0.00461032 0.0035662 0.00228239
internal_count=3121 1910 836 1211 966 801
is_linear=0
shrinkage=0.1


Tree=8023
num_leaves=6
num_cat=0
split_feature=50 15 16 48 52
split_gain=3.10386e-05 4.06359e-05 3.80671e-05 4.1632e-05 3.90702e-05
threshold=0.079410000000000008 -0.10653 -0.094359999999999986 0.016865000000000002 0.0031350000000000002
decision_type=2 2 2 2 2
left_child=1 -1 -3 4 -4
right_child=-2 2 3 -5 -6
leaf_value=0.00031872488657194871 -0.00032622573821043183 -0.00028844725605488232 -0.00023769610123884651 0.00041183870046285041 0.00018772609279055983
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leaf_count=455 609 328 795 265 669
internal_value=0 4.02863e-05 -3.3728e-05 6.22108e-05 -4.30217e-05
internal_weight=0 0.00758096 0.00598898 0.00435041 0.00334394
internal_count=3121 2512 2057 1729 1464
is_linear=0
shrinkage=0.00196078


Tree=8024
num_leaves=8
num_cat=0
split_feature=484 49 0 1 16 52 1
split_gain=2.99772e-05 2.18498e-05 4.25952e-05 4.5976e-05 4.07305e-05 8.25091e-05 7.52422e-05
threshold=0.083530000000000007 -0.081404999999999991 -0.11756999999999999 0.11061500000000002 -0.056919999999999991 0.091275000000000009 0.090405000000000013
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 -3 6 -6 -4
right_child=-2 2 4 -5 5 -7 -8
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leaf_weight=0.0011595464399431071 0.0010291199304874122 0.001251173721727263 0.0011372379165819873 0.0010122539907644677 0.0012911600858131183 0.0013162898757313572 0.0010003550363163413
leaf_count=216 372 237 889 110 779 206 312
internal_value=0 -4.59733e-05 -8.72237e-05 -0.000308551 1.83515e-05 -0.000146133 0.00021899
internal_weight=0 0.00816802 0.00700847 0.00226343 0.00474504 0.00260745 0.00213759
internal_count=3121 2749 2533 347 2186 985 1201
is_linear=0
shrinkage=0.00196078


Tree=8025
num_leaves=7
num_cat=0
split_feature=50 15 16 48 13 4
split_gain=3.07832e-05 2.42945e-05 3.04058e-05 4.30942e-05 3.27269e-05 2.68522e-05
threshold=0.079410000000000008 -0.10653 -0.094359999999999986 0.016865000000000002 -0.033284999999999988 -0.033174999999999989
decision_type=2 2 2 2 2 2
left_child=1 -1 -3 4 -4 -6
right_child=-2 2 3 -5 5 -7
leaf_value=0.00025213704481413785 -0.00032365131858495117 -0.0002431646118640829 -0.0002806288454567916 0.00041935433950388229 -0.00010827769509976181 0.00033888678631321484
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leaf_count=455 609 328 774 265 525 165
internal_value=0 3.75243e-05 -1.89977e-05 6.65641e-05 -3.9901e-05 0.000114347
internal_weight=0 0.00770007 0.00609488 0.00441118 0.00338858 0.00206525
internal_count=3121 2512 2057 1729 1464 690
is_linear=0
shrinkage=0.00196078


Tree=8026
num_leaves=7
num_cat=0
split_feature=50 15 4 48 12 15
split_gain=4.46645e-05 5.43497e-05 3.93821e-05 3.34817e-05 3.90091e-05 1.76657e-05
threshold=0.079410000000000008 -0.15026499999999995 0.098655000000000007 0.091545000000000015 0.084100000000000022 -0.0088349999999999974
decision_type=2 2 2 2 2 2
left_child=1 -1 3 4 5 -3
right_child=-2 2 -4 -5 -6 -7
leaf_value=0.00047325970942265497 -0.00038808197581376847 -2.3187982131255138e-05 -0.00027784388346421834 0.00039025507550889232 -0.00021941059437849495 0.00032970767843437546
leaf_weight=0.0010061129853432991 0.0010211588019955276 0.0010097505822761195 0.001656120687744656 0.0010082433539121347 0.0018441174598768989 0.0011858930902351101
leaf_count=318 609 197 270 209 1278 240
internal_value=0 4.83055e-05 -1.5469e-05 7.06095e-05 -9.1676e-06 0.000167415
internal_weight=0 0.00771024 0.00670413 0.005048 0.00403976 0.00219564
internal_count=3121 2512 2194 1924 1715 437
is_linear=0
shrinkage=0.00196078


Tree=8027
num_leaves=6
num_cat=0
split_feature=50 15 42 16 12
split_gain=2.14522e-05 3.23657e-05 3.31698e-05 6.78041e-05 4.20969e-05
threshold=1.0000000180025095e-35 -0.10653 0.091295000000000015 -0.094359999999999986 0.051320000000000005
decision_type=2 2 2 2 2
left_child=1 -1 3 -3 -5
right_child=-2 2 -4 4 -6
leaf_value=0.00027831705175046989 -0.00027290186102868675 -0.00050410540007689167 0.0002576185875695659 0.00021920165238521527 -0.00021161476681489934
leaf_weight=0.0015942842710714184 0.0010190520364820226 0.0012374932679072386 0.0011835764041224113 0.0019766747509363759 0.0015603883138288082
leaf_count=454 627 255 441 325 1019
internal_value=0 3.01744e-05 -3.62239e-05 -0.000109065 2.91454e-05
internal_weight=0 0.00755242 0.00595813 0.00477456 0.00353706
internal_count=3121 2494 2040 1599 1344
is_linear=0
shrinkage=0.00196078


Tree=8028
num_leaves=7
num_cat=0
split_feature=50 160 49 16 2 0
split_gain=3.44042e-05 3.08983e-05 4.32483e-05 3.89369e-05 5.49258e-05 3.55201e-05
threshold=0.079410000000000008 -0.027994999999999996 -0.081404999999999991 0.38525000000000004 0.10097500000000002 -0.10224499999999999
decision_type=2 2 2 2 2 2
left_child=1 -1 -3 4 5 -4
right_child=-2 2 3 -5 -6 -7
leaf_value=0.00028451189349089009 -0.00034371136587322328 0.00033864255575737366 -0.00028631276459749441 0.00023143013073567071 -0.00046758770472676419 0.00017719747176865466
leaf_weight=0.0015088092834074831 0.0010623546246018413 0.001039269210472869 0.0010624624045052593 0.001094781586509521 0.001618768943289362 0.0015822966651256971
leaf_count=625 609 172 156 271 353 935
internal_value=0 3.21065e-05 -2.7421e-05 -9.84207e-05 -0.000183119 -9.00558e-06
internal_weight=0 0.00790639 0.00639758 0.00535831 0.00426353 0.00264476
internal_count=3121 2512 1887 1715 1444 1091
is_linear=0
shrinkage=0.00196078


Tree=8029
num_leaves=6
num_cat=0
split_feature=51 49 42 2 43
split_gain=1.05749e-05 1.88301e-05 4.62517e-05 3.33408e-05 4.09479e-05
threshold=-0.076794999999999988 -0.047584999999999995 0.088915000000000008 0.099185000000000009 -0.0030899999999999994
decision_type=2 2 2 2 2
left_child=-1 -2 3 4 -3
right_child=1 2 -4 -5 -6
leaf_value=-0.0082253618114936002 0.011737029549303515 0.010132213762516103 -0.019812796288103229 0.013320810536345127 -0.016765877512130229
leaf_weight=0.0013224773973125005 0.001429536281759511 0.0010326426882793223 0.0010651563269728674 0.001898696803967777 0.0012523382415935065
leaf_count=537 337 820 682 384 361
internal_value=0 0.00156226 -0.00120887 0.00352766 -0.00460993
internal_weight=0 0.00667837 0.00524883 0.00418368 0.00228498
internal_count=3121 2584 2247 1565 1181
is_linear=0
shrinkage=0.1


Tree=8030
num_leaves=7
num_cat=0
split_feature=50 15 16 0 0 52
split_gain=4.59819e-05 3.85885e-05 3.54734e-05 6.43288e-05 5.06593e-05 3.33806e-05
threshold=0.079410000000000008 -0.10653 -0.013324999999999998 -0.10224499999999999 -0.053834999999999994 0.091820000000000013
decision_type=2 2 2 2 2 2
left_child=1 -1 3 -3 -4 -6
right_child=-2 2 4 -5 5 -7
leaf_value=0.00030911655065269479 -0.00039537575698875586 -0.00044514361485749473 0.00044053327632186996 0.0001363169447279121 -0.00032701182820423093 0.00017302001800051982
leaf_weight=0.0016604076084243318 0.0010382651615658692 0.0016212783477873552 0.0011689612496062029 0.0013329355480921285 0.0010015903916146601 0.001052826358854511
leaf_count=455 609 230 672 851 257 47
internal_value=0 4.37425e-05 -2.75845e-05 -0.00018279 0.000114661 -7.07607e-05
internal_weight=0 0.007838 0.00617759 0.00295421 0.00322338 0.00205442
internal_count=3121 2512 2057 1081 976 304
is_linear=0
shrinkage=0.00196078


Tree=8031
num_leaves=7
num_cat=0
split_feature=50 160 42 43 16 48
split_gain=3.03841e-05 2.42867e-05 2.66776e-05 4.12678e-05 3.62403e-05 7.97853e-05
threshold=0.079410000000000008 -0.027994999999999996 -1.0000000180025095e-35 -0.074359999999999996 -0.056919999999999991 0.086035000000000014
decision_type=2 2 2 2 2 2
left_child=1 -1 -3 -4 5 -5
right_child=-2 2 3 4 -6 -7
leaf_value=0.00026671762592373225 -0.00032608399227969181 -0.00029621498083628794 0.00032720160091178794 0.00043701395337850818 -0.00032250159301078533 -0.00029084565961804527
leaf_weight=0.0014291107737814087 0.0010068794740294559 0.0010840996232382378 0.0014137939506758753 0.0011859448238505307 0.001349930386865796 0.0011313868695065725
leaf_count=625 609 620 425 391 340 111
internal_value=0 3.64089e-05 -1.69777e-05 4.26007e-05 -6.7118e-05 8.16523e-05
internal_weight=0 0.00759427 0.00616516 0.00508106 0.00366726 0.00231733
internal_count=3121 2512 1887 1267 842 502
is_linear=0
shrinkage=0.00196078


Tree=8032
num_leaves=6
num_cat=0
split_feature=403 13 4 4 2
split_gain=9.47435e-06 4.46533e-05 5.48523e-05 3.00902e-05 3.13927e-05
threshold=0.022375000000000003 0.11217000000000001 -0.062539999999999984 0.033845000000000007 0.10803500000000001
decision_type=2 2 2 2 2
left_child=1 2 -1 -4 -5
right_child=-2 -3 3 4 -6
leaf_value=-0.020695874494188644 0.0090423490168406503 0.016713614494076039 0.012642928216988984 0.0053434228572252435 -0.015813225420997164
leaf_weight=0.0015967237885246002 0.0010006413742854837 0.0011440614276179524 0.0014653781433838042 0.0014295152851197565 0.0013768737504451962
leaf_count=984 388 172 937 336 304
internal_value=0 -0.00135925 -0.00488256 0.00102823 -0.00503648
internal_weight=0 0.00701255 0.00586849 0.00427177 0.00280639
internal_count=3121 2733 2561 1577 640
is_linear=0
shrinkage=0.1


Tree=8033
num_leaves=7
num_cat=0
split_feature=50 15 16 48 0 52
split_gain=4.36614e-05 3.3585e-05 4.66866e-05 5.26264e-05 5.26913e-05 3.9782e-05
threshold=0.07826000000000001 -0.14601999999999996 -0.36241499999999999 0.089575000000000016 -0.10607499999999999 0.083680000000000018
decision_type=2 2 2 2 2 2
left_child=1 -1 -3 4 -4 -6
right_child=-2 2 3 -5 5 -7
leaf_value=0.00037582317811589943 -0.00038824301796830531 -0.00037778382597564956 0.00031596935340706732 0.00047546490453400004 -0.00035898620534899583 7.9984614695529258e-05
leaf_weight=0.001035135035664039 0.0010001025092252177 0.0010751677183548046 0.0012695070478407839 0.0010012487609864888 0.0017187736547808665 0.0014747990909696387
leaf_count=367 612 207 165 215 917 638
internal_value=0 4.76559e-05 -4.2896e-06 6.91996e-05 -2.19421e-05 -0.000156268
internal_weight=0 0.00757463 0.0065395 0.00546433 0.00446308 0.00319357
internal_count=3121 2509 2142 1935 1720 1555
is_linear=0
shrinkage=0.00196078


Tree=8034
num_leaves=5
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split_feature=42 0 16 16
split_gain=1.18448e-05 1.6378e-05 3.27807e-05 3.09297e-05
threshold=-1.0000000180025095e-35 -0.060129999999999996 -0.056919999999999991 -0.25582999999999995
decision_type=2 2 2 2
left_child=-1 2 3 -2
right_child=1 -3 -4 -5
leaf_value=-0.0084547123415929671 -0.0061274596271450156 0.0093030685487663304 -0.014174447764241691 0.013521823049649051
leaf_weight=0.0013883118898687175 0.0015461545948357114 0.0019857039478559432 0.0014247437713230809 0.0016624278702442499
leaf_count=862 281 484 867 627
internal_value=0 0.00170467 -0.00155178 0.00405321
internal_weight=0 0.00661903 0.00463333 0.00320858
internal_count=3121 2259 1775 908
is_linear=0
shrinkage=0.1


Tree=8035
num_leaves=7
num_cat=0
split_feature=4 150 1 43 0 12
split_gain=1.27144e-05 1.46208e-05 1.89694e-05 5.37955e-05 2.32368e-05 5.73206e-05
threshold=0.27044500000000005 0.086615000000000011 0.09253500000000002 -0.052894999999999991 -0.10011499999999998 0.089735000000000023
decision_type=2 2 2 2 2 2
left_child=1 2 4 -4 -1 -6
right_child=-2 -3 3 -5 5 -7
leaf_value=0.017368493687503466 0.0090292077692499875 -0.012787119943994639 0.0089216998371519276 -0.023285106508459909 -0.016735525326059368 0.013152703518862698
leaf_weight=0.0010177208255673807 0.0012927920963835869 0.0010261430245259223 0.0010212404940494392 0.0010537558612069571 0.0011789416783621995 0.0014080150396693692
leaf_count=232 365 269 254 307 973 721
internal_value=0 -0.00180168 0.000183049 -0.00743405 0.00456775 -0.000468119
internal_weight=0 0.00670582 0.00567967 0.002075 0.00360468 0.00258696
internal_count=3121 2756 2487 561 1926 1694
is_linear=0
shrinkage=0.1


Tree=8036
num_leaves=6
num_cat=0
split_feature=2 160 12 3 3
split_gain=1.22254e-05 3.77327e-05 4.66392e-05 7.51973e-05 2.19517e-05
threshold=0.088225000000000012 0.085045000000000023 0.090020000000000017 -0.0087149999999999988 -0.078934999999999991
decision_type=2 2 2 2 2
left_child=4 2 3 -2 -1
right_child=1 -3 -4 -5 -6
leaf_value=-0.015760532233249826 0.027020482075134983 0.019960133910842115 -0.016914757149871777 -0.0069974453453515023 0.0020096988137691283
leaf_weight=0.0011766566994858185 0.0010496134087019636 0.0010329794654177701 0.0013174627599474614 0.0017059620033863054 0.0016987733544264953
leaf_count=1038 358 246 666 336 477
internal_value=0 0.00289022 -0.00143895 0.00596017 -0.00526207
internal_weight=0 0.00510602 0.00407304 0.00275558 0.00287543
internal_count=3121 1606 1360 694 1515
is_linear=0
shrinkage=0.1


Tree=8037
num_leaves=7
num_cat=0
split_feature=50 15 16 0 52 3
split_gain=4.17059e-05 5.13207e-05 3.64228e-05 4.14104e-05 3.62614e-05 2.37336e-05
threshold=0.079410000000000008 -0.15026499999999995 -0.36241499999999999 -0.10607499999999999 0.083680000000000018 -0.047929999999999993
decision_type=2 2 2 2 2 2
left_child=1 -1 -3 -4 5 -5
right_child=-2 2 3 4 -6 -7
leaf_value=0.00045507766682248158 -0.00037663399574410731 -0.00033908001006390068 0.00028591250614952343 -0.0004580660780106558 0.00014170256373019854 -3.447837709438716e-05
leaf_weight=0.0010201037352341475 0.0010192795659251172 0.0011236333861190956 0.0018684396002115276 0.0010251799055820453 0.0016738059580845752 0.0010091613638931007
leaf_count=318 609 216 237 866 651 224
internal_value=0 4.53638e-05 -1.70148e-05 4.78785e-05 -7.20607e-05 -0.00024794
internal_weight=0 0.00772032 0.00670022 0.00557659 0.00370815 0.00203434
internal_count=3121 2512 2194 1978 1741 1090
is_linear=0
shrinkage=0.00196078


Tree=8038
num_leaves=6
num_cat=0
split_feature=4 13 4 0 0
split_gain=1.21517e-05 1.55099e-05 2.4564e-05 3.30236e-05 2.97929e-05
threshold=0.27044500000000005 0.18141000000000002 -0.082109999999999975 -0.10011499999999998 -0.14920999999999998
decision_type=2 2 2 2 2
left_child=1 2 -1 4 -4
right_child=-2 -3 3 -5 -6
leaf_value=0.0095756844689611816 0.0088346557693731956 -0.013174711241692047 -0.0073273509389937506 -0.016291123601522624 0.015329736174001818
leaf_weight=0.0018920316127780785 0.0012919159517002258 0.0010103705485505921 0.0012795316407965968 0.0014409906094829412 0.0010621278329936315
leaf_count=702 365 141 130 1532 251
internal_value=0 -0.00175954 0.000272915 -0.00438021 0.00294943
internal_weight=0 0.00668505 0.00567468 0.00378265 0.00234166
internal_count=3121 2756 2615 1913 381
is_linear=0
shrinkage=0.1


Tree=8039
num_leaves=6
num_cat=0
split_feature=13 42 0 47 49
split_gain=1.03907e-05 2.82787e-05 1.80396e-05 2.94451e-05 4.32465e-05
threshold=-0.010739999999999998 0.075730000000000006 -0.019414999999999998 0.09055500000000001 -0.039339999999999993
decision_type=2 2 2 2 2
left_child=1 -1 3 4 -2
right_child=2 -3 -4 -5 -6
leaf_value=0.015073974978676574 -0.016447451470358462 -0.0036128865459061337 0.008423921816228282 -0.020478788180732236 0.010176552892850552
leaf_weight=0.0013951137111544096 0.0010259408674904182 0.0019302795359685473 0.0010512478600440012 0.0010582198053878007 0.0015052367896358943
leaf_count=465 149 1445 245 123 694
internal_value=0 0.00422688 -0.00309686 -0.00647102 -0.00061473
internal_weight=0 0.00332539 0.00464065 0.0035894 0.00253118
internal_count=3121 1910 1211 966 843
is_linear=0
shrinkage=0.1


Tree=8040
num_leaves=6
num_cat=0
split_feature=42 160 43 16 0
split_gain=1.04629e-05 1.72918e-05 2.69943e-05 5.1184e-05 5.2297e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.074359999999999996 -0.056919999999999991 -0.15599999999999997
decision_type=2 2 2 2 2
left_child=-1 -2 -3 4 -4
right_child=1 2 3 -5 -6
leaf_value=-0.0079628095079917506 -0.0079200948452776993 0.016144268769914594 -0.0062973562288157542 -0.016555804507328881 0.022978353398140042
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leaf_count=862 828 482 114 322 513
internal_value=0 0.00162344 0.0043784 -0.000117064 0.00831482
internal_weight=0 0.00657682 0.00510356 0.00369268 0.00244075
internal_count=3121 2259 1431 949 627
is_linear=0
shrinkage=0.1


Tree=8041
num_leaves=5
num_cat=0
split_feature=48 1 4 3
split_gain=1.0405e-05 4.35504e-05 3.92785e-05 2.42912e-05
threshold=0.092475000000000016 0.111945 -0.0016099999999999997 -0.047929999999999993
decision_type=2 2 2 2
left_child=1 2 3 -1
right_child=-2 -3 -4 -5
leaf_value=-0.0069542390007377112 0.0069189238634148071 0.013410475434333597 -0.018083119710758759 0.011334262269784949
leaf_weight=0.0017687576148771745 0.0016941172635103812 0.0014293580205952923 0.001814270053660496 0.0012322114703107751
leaf_count=1582 365 374 577 223
internal_value=0 -0.00191741 -0.00646735 0.000555102
internal_weight=0 0.0062446 0.00481524 0.00300097
internal_count=3121 2756 2382 1805
is_linear=0
shrinkage=0.1


Tree=8042
num_leaves=7
num_cat=0
split_feature=50 15 160 15 0 3
split_gain=2.83294e-05 4.01918e-05 3.62863e-05 3.89333e-05 4.73841e-05 3.45285e-05
threshold=0.079410000000000008 -0.14809499999999998 -0.027994999999999996 -0.095869999999999983 -0.10011499999999998 -0.090569999999999984
decision_type=2 2 2 2 2 2
left_child=1 -1 -3 -4 -5 -6
right_child=-2 2 3 4 5 -7
leaf_value=0.00040000642204667718 -0.00031302800421547533 0.0003001018637397813 -0.00041337155671834818 0.00028018990769307703 0.00014687611219722091 -0.0003018984538155427
leaf_weight=0.0010028338266252811 0.0010251472229126576 0.0011247552150229108 0.0011165077069449194 0.0014968184615199087 0.0010010917995298947 0.0019297265585878881
leaf_count=330 609 510 172 227 336 937
internal_value=0 3.40206e-05 -2.10144e-05 -8.61601e-05 -3.6479e-06 -0.000148609
internal_weight=0 0.00767173 0.0066689 0.00554414 0.00442764 0.00293082
internal_count=3121 2512 2182 1672 1500 1273
is_linear=0
shrinkage=0.00196078


Tree=8043
num_leaves=6
num_cat=0
split_feature=150 0 15 16 16
split_gain=1.00164e-05 1.89918e-05 3.65809e-05 2.41723e-05 3.19452e-05
threshold=0.081835000000000019 -0.10224499999999999 -0.10653 -0.056919999999999991 0.19444000000000003
decision_type=2 2 2 2 2
left_child=1 2 -1 -3 -5
right_child=-2 3 -4 4 -6
leaf_value=0.0027051381403808026 0.007595144024863729 0.012121102951936174 -0.022455921005513864 -0.0159679580377395 0.0062382403965358553
leaf_weight=0.0012483031997689805 0.0014142440054002534 0.0015746912805066527 0.0010758019553946973 0.0011581324055872316 0.0014702265190605515
leaf_count=206 420 1146 224 713 412
internal_value=0 -0.00168767 -0.00894163 0.00232346 -0.00354647
internal_weight=0 0.00652716 0.00232411 0.00420305 0.00262836
internal_count=3121 2701 430 2271 1125
is_linear=0
shrinkage=0.1


Tree=8044
num_leaves=6
num_cat=0
split_feature=50 15 16 133 52
split_gain=2.26607e-05 3.3271e-05 3.7799e-05 3.4021e-05 6.53793e-05
threshold=1.0000000180025095e-35 -0.10653 -0.094359999999999986 1.0000000180025095e-35 -0.0064899999999999992
decision_type=2 2 2 2 2
left_child=1 -1 -3 4 -4
right_child=-2 2 3 -5 -6
leaf_value=0.00028711801674771145 -0.00028123915904496017 -0.00029674026178133503 -9.4070550998959768e-05 -0.00023930658689101005 0.00047039466184963739
leaf_weight=0.0015601469856488604 0.0010033605617395672 0.0015576114517886503 0.001736144022666485 0.0010874428705630393 0.0014459489638115922
leaf_count=454 627 324 539 628 549
internal_value=0 3.2807e-05 -3.52817e-05 6.01036e-05 0.000162423
internal_weight=0 0.00738729 0.00582715 0.00426954 0.00318209
internal_count=3121 2494 2040 1716 1088
is_linear=0
shrinkage=0.00196078


Tree=8045
num_leaves=8
num_cat=0
split_feature=50 15 16 48 12 13 4
split_gain=2.37949e-05 2.81182e-05 5.08329e-05 6.27634e-05 4.15244e-05 3.27284e-05 3.56489e-05
threshold=1.0000000180025095e-35 -0.14601999999999996 -0.094359999999999986 0.084855000000000014 0.086850000000000024 -0.033284999999999988 -0.033174999999999989
decision_type=2 2 2 2 2 2 2
left_child=1 -1 4 5 -3 -4 -7
right_child=-2 2 3 -5 -6 6 -8
leaf_value=0.0003364144938841881 -0.00028740562884689856 -0.00055308371519890054 -0.00026987247110020019 0.00051937821367527206 7.8063162761358381e-06 -0.00013470760786087629 0.00038490054907909803
leaf_weight=0.0010203503900639193 0.001004886168905139 0.001007719637540884 0.0013059986817416892 0.0010630163611764247 0.0010222530359419303 0.0010040267440447623 0.001026778717278908
leaf_count=366 627 192 776 269 195 526 170
internal_value=0 3.40261e-05 -1.39602e-05 0.000104462 -0.000270631 -2.77198e-05 0.000128007
internal_weight=0 0.00745014 0.00642979 0.00439982 0.00202997 0.0033368 0.00203081
internal_count=3121 2494 2128 1741 387 1472 696
is_linear=0
shrinkage=0.00196078


Tree=8046
num_leaves=8
num_cat=0
split_feature=50 15 16 48 0 13 4
split_gain=3.89323e-05 4.22956e-05 3.76601e-05 5.9617e-05 5.58047e-05 3.36163e-05 3.6299e-05
threshold=0.079410000000000008 -0.14809499999999998 -0.094359999999999986 0.084855000000000014 -0.11756999999999999 -0.033284999999999988 -0.033174999999999989
decision_type=2 2 2 2 2 2 2
left_child=1 -1 4 5 -3 -4 -7
right_child=-2 2 3 -5 -6 6 -8
leaf_value=0.00042211016501505052 -0.00036410931535487757 -0.00054827216230559847 -0.00028207418171084271 0.00048947355500720505 9.1709352620705624e-05 -0.0001425733465019562 0.00037811404068157137
leaf_weight=0.0010029145407970466 0.0010026093451365025 0.001043874892017268 0.0013167609328909994 0.001093059263853093 0.0010514974898589414 0.0010243729474503404 0.0010346949237792676
leaf_count=330 609 159 782 300 239 530 172
internal_value=0 4.70755e-05 -1.02238e-05 9.14733e-05 -0.000227117 -3.73952e-05 0.000119075
internal_weight=0 0.00756717 0.00656426 0.00446889 0.00209537 0.00337583 0.00205907
internal_count=3121 2512 2182 1784 398 1484 702
is_linear=0
shrinkage=0.00196078


Tree=8047
num_leaves=7
num_cat=0
split_feature=43 4 15 13 1 3
split_gain=9.87452e-06 2.50273e-05 2.38619e-05 4.42702e-05 3.82302e-05 4.39259e-05
threshold=-0.24021999999999996 -0.35136499999999998 -0.0063699999999999989 -0.016469999999999995 0.094385000000000011 0.10893000000000001
decision_type=2 2 2 2 2 2
left_child=-1 -2 4 -4 -3 -6
right_child=1 2 3 -5 5 -7
leaf_value=-0.0091627451510671813 -0.012472757060435533 -0.016079169602100107 -0.0024618002295269891 0.025380545396158544 0.017797703152828828 -0.0097113538647701798
leaf_weight=0.0010323337997530119 0.0011054356745916474 0.0011610221787774523 0.0011070884798831629 0.0011795440442194016 0.0013610002436485287 0.0010121161852967775
leaf_count=166 225 897 729 482 459 163
internal_value=0 0.00132101 0.00394062 0.0119005 -0.00120952 0.0060653
internal_weight=0 0.00692621 0.00582077 0.00228663 0.00353414 0.00237312
internal_count=3121 2955 2730 1211 1519 622
is_linear=0
shrinkage=0.1


Tree=8048
num_leaves=8
num_cat=0
split_feature=50 15 16 48 0 0 1
split_gain=4.04773e-05 4.23707e-05 4.63966e-05 6.20775e-05 5.1643e-05 4.43498e-05 5.72777e-05
threshold=0.079410000000000008 -0.15914499999999995 -0.36241499999999999 0.091545000000000015 -0.10607499999999999 0.13134000000000004 0.092390000000000014
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -3 4 -4 6 -6
right_child=-2 2 3 -5 5 -7 -8
leaf_value=0.00041996865152952266 -0.00036461756126531701 -0.0003741399991901056 0.00028287153819514375 0.00050240558213114389 -0.00063136067070987249 0.00016642724510101397 -8.9400687847390765e-06
leaf_weight=0.0010044992548437345 0.0010581763258013148 0.0011309852139032928 0.0013943923234251481 0.0010070316596796488 0.0011387233549181141 0.0010508367340475973 0.0011350038603164631
leaf_count=306 609 221 181 220 1247 56 281
internal_value=0 4.38696e-05 -1.12264e-05 6.04556e-05 -3.38571e-05 -0.0001667 -0.000320659
internal_weight=0 0.00786147 0.00685697 0.00572599 0.00471896 0.00332456 0.00227373
internal_count=3121 2512 2206 1985 1765 1584 1528
is_linear=0
shrinkage=0.00196078


Tree=8049
num_leaves=7
num_cat=0
split_feature=50 15 16 0 48 52
split_gain=3.23135e-05 4.01879e-05 3.30329e-05 6.17092e-05 5.67073e-05 4.12065e-05
threshold=0.079410000000000008 -0.15026499999999995 -0.094359999999999986 -0.11756999999999999 0.084855000000000014 0.0031350000000000002
decision_type=2 2 2 2 2 2
left_child=1 -1 3 -3 5 -4
right_child=-2 2 4 -5 -6 -7
leaf_value=0.00040601188451262911 -0.00032919174929668969 -0.00054732648483974192 -0.00024165285808251124 0.00011592664562597926 0.00046142641777201937 0.00018922736160839713
leaf_weight=0.0010051492629784067 0.0010312734253727198 0.0010741164039488583 0.0018702008809583026 0.0010832236904554774 0.0011288444307130403 0.0015693914967315915
leaf_count=318 609 162 813 239 309 671
internal_value=0 4.0318e-05 -1.43339e-05 -0.0002143 8.00955e-05 -4.50541e-05
internal_weight=0 0.00773093 0.00672578 0.00215734 0.00456844 0.00343959
internal_count=3121 2512 2194 401 1793 1484
is_linear=0
shrinkage=0.00196078


Tree=8050
num_leaves=6
num_cat=0
split_feature=2 160 12 3 12
split_gain=1.10603e-05 4.22635e-05 3.14714e-05 3.1795e-05 2.3706e-05
threshold=0.089775000000000008 0.085045000000000023 0.089625000000000024 0.086245000000000016 0.089735000000000023
decision_type=2 2 2 2 2
left_child=4 2 3 -2 -1
right_child=1 -3 -4 -5 -6
leaf_value=-0.012088737657180085 0.01852761631854 0.021226759603465744 -0.014466556542342938 -0.0045766270158927131 0.0052977129090802334
leaf_weight=0.0018184044899740342 0.0010001016885002427 0.0010053391306461441 0.0012968231277135835 0.0014727502779126747 0.0013788855056192852
leaf_count=1175 355 221 628 235 507
internal_value=0 0.00300916 -0.00184931 0.00476748 -0.00459054
internal_weight=0 0.00477501 0.00376968 0.00247285 0.00319729
internal_count=3121 1439 1218 590 1682
is_linear=0
shrinkage=0.1


Tree=8051
num_leaves=6
num_cat=0
split_feature=42 42 1 16 0
split_gain=1.13283e-05 1.43244e-05 2.05794e-05 4.38796e-05 5.31637e-05
threshold=-1.0000000180025095e-35 0.092145000000000019 0.080585000000000004 -0.056919999999999991 -0.20211999999999997
decision_type=2 2 2 2 2
left_child=-1 2 -2 4 -4
right_child=1 -3 3 -5 -6
leaf_value=-0.0082829259676701766 0.012543464646351352 -0.0080215383065258619 -0.007659978283318227 -0.015553652318618792 0.022961552262168793
leaf_weight=0.0013769231089654334 0.001827027828976304 0.0012337944687947095 0.0011257880488581146 0.0012532264002278245 0.0011422162049319509
leaf_count=862 736 649 106 466 302
internal_value=0 0.00169121 0.00393185 -0.000536376 0.00776169
internal_weight=0 0.00658205 0.00534826 0.00352123 0.002268
internal_count=3121 2259 1610 874 408
is_linear=0
shrinkage=0.1


Tree=8052
num_leaves=6
num_cat=0
split_feature=4 16 48 0 52
split_gain=1.13134e-05 1.87842e-05 2.53372e-05 2.57622e-05 4.39946e-05
threshold=0.27044500000000005 -0.092484999999999984 0.084855000000000014 -0.083914999999999976 0.08976000000000002
decision_type=2 2 2 2 2
left_child=1 -1 3 -3 -5
right_child=-2 2 -4 4 -6
leaf_value=-0.0098371243960240287 0.0085366398032144779 0.011036982872736816 0.014617591188277546 -0.021324019622865637 0.0051921765205646085
leaf_weight=0.0019863750639530532 0.00129101955001658 0.0010090391635322739 0.0011556280557460412 0.0012350327252219303 0.0012682707670322877
leaf_count=491 365 631 404 871 359
internal_value=0 -0.00169239 0.00177346 -0.0024525 -0.00788988
internal_weight=0 0.00665435 0.00466797 0.00351234 0.0025033
internal_count=3121 2756 2265 1861 1230
is_linear=0
shrinkage=0.1


Tree=8053
num_leaves=6
num_cat=0
split_feature=16 12 49 2 12
split_gain=1.0834e-05 3.58179e-05 4.27364e-05 3.94913e-05 1.69015e-05
threshold=0.013515000000000001 0.090995000000000006 -0.006494999999999999 0.088225000000000012 0.09141500000000001
decision_type=2 2 2 2 2
left_child=1 2 -1 -4 -2
right_child=4 -3 3 -5 -6
leaf_value=-0.013239289065990962 -0.0023149474318768393 -0.017238619801744199 -0.0064345330374847897 0.018644676702931854 0.013439679534598981
leaf_weight=0.0012485758363464648 0.0014531607688283437 0.0012790416225145641 0.0010089791514878315 0.0016623190064400739 0.0012813949189049794
leaf_count=403 386 693 826 432 381
internal_value=0 -0.00270789 0.00203344 0.00917198 0.00506757
internal_weight=0 0.00519892 0.00391987 0.0026713 0.00273456
internal_count=3121 2354 1661 1258 767
is_linear=0
shrinkage=0.1


Tree=8054
num_leaves=6
num_cat=0
split_feature=457 15 2 52 0
split_gain=1.07024e-05 2.38912e-05 2.53552e-05 2.5557e-05 3.33758e-05
threshold=0.069910000000000014 1.0000000180025095e-35 0.10912000000000001 -0.046924999999999988 -0.088099999999999984
decision_type=2 2 2 2 2
left_child=1 2 3 -1 -5
right_child=-2 -3 -4 4 -6
leaf_value=0.010120543735947736 0.0095386746442290317 -0.011589816324072064 0.011846590250607575 0.003809602418883196 -0.019820564480798955
leaf_weight=0.00103669688365365 0.0010195308347945532 0.0017351900910125093 0.0017297380475926405 0.0011317992928967398 0.0012666669102881637
leaf_count=480 267 1167 465 399 343
internal_value=0 -0.00143787 0.00197276 -0.0029991 -0.00866985
internal_weight=0 0.00690009 0.0051649 0.00343516 0.00239847
internal_count=3121 2854 1687 1222 742
is_linear=0
shrinkage=0.1


Tree=8055
num_leaves=7
num_cat=0
split_feature=50 160 49 16 2 15
split_gain=3.83648e-05 3.16254e-05 3.31722e-05 3.8039e-05 6.45042e-05 3.07554e-05
threshold=0.079410000000000008 -0.027994999999999996 -0.080859999999999987 0.38525000000000004 0.10097500000000002 -0.077219999999999983
decision_type=2 2 2 2 2 2
left_child=1 -1 -3 4 5 -4
right_child=-2 2 3 -5 -6 -7
leaf_value=0.00030321862544560347 -0.00036380811875419454 0.0003074098152263907 -0.00022359792753770142 0.0002521985508079918 -0.00047905427071789219 0.0002118990485465264
leaf_weight=0.0014449336675833417 0.0010144718192002843 0.0010021216152147697 0.0010887577429898572 0.0010425304077371113 0.0015744220114197894 0.0014588627278657069
leaf_count=625 609 180 294 271 353 789
internal_value=0 4.2116e-05 -1.90636e-05 -8.24117e-05 -0.00016704 2.57839e-05
internal_weight=0 0.00761163 0.00616669 0.00516457 0.00412204 0.00254762
internal_count=3121 2512 1887 1707 1436 1083
is_linear=0
shrinkage=0.00196078


Tree=8056
num_leaves=7
num_cat=0
split_feature=16 16 151 1 12 2
split_gain=9.5208e-06 2.81424e-05 2.15908e-05 6.95584e-05 1.48987e-05 1.33066e-05
threshold=0.013515000000000001 -0.056919999999999991 -0.0033899999999999994 0.08844500000000001 0.09141500000000001 0.090425000000000019
decision_type=2 2 2 2 2 2
left_child=1 2 -1 -4 -2 -5
right_child=4 -3 3 5 -6 -7
leaf_value=-0.011525555193472301 -0.0021744701095876796 -0.017248722716242303 -0.014953608059599544 0.0080720496625268281 0.012623274784732319 0.024269509919364038
leaf_weight=0.0010155808956537936 0.0014540936984003313 0.001040446681414375 0.0011034444163579302 0.0010054560124262836 0.0012787114638078848 0.0010234700760941066
leaf_count=216 386 706 937 294 381 201
internal_value=0 -0.00254352 0.00114505 0.00525312 0.00474957 0.0162427
internal_weight=0 0.0051884 0.00414795 0.00313237 0.00273281 0.00202893
internal_count=3121 2354 1648 1432 767 495
is_linear=0
shrinkage=0.1


Tree=8057
num_leaves=7
num_cat=0
split_feature=50 160 43 2 16 2
split_gain=3.50017e-05 3.06109e-05 3.10012e-05 4.25482e-05 6.51259e-05 5.89441e-05
threshold=0.079410000000000008 -0.027994999999999996 -0.15323999999999996 0.11411 0.15891500000000003 0.089775000000000008
decision_type=2 2 2 2 2 2
left_child=1 -1 -3 4 5 -4
right_child=-2 2 3 -5 -6 -7
leaf_value=0.00029736180463510377 -0.00034992262150075371 0.00027178683359138005 -0.0001642292796890761 -0.00044757912815226552 -0.00042770140794524015 0.00039059867012770591
leaf_weight=0.0014336009051976384 0.0010058487019643349 0.0011347336172365741 0.0013056046754341651 0.0010062175599035396 0.0010075991487994945 0.0016879414423898443
leaf_count=625 609 176 731 268 290 422
internal_value=0 3.93732e-05 -2.08428e-05 -8.71565e-05 3.4834e-06 0.000148616
internal_weight=0 0.0075757 0.0061421 0.00500736 0.00400115 0.00299355
internal_count=3121 2512 1887 1711 1443 1153
is_linear=0
shrinkage=0.00196078


Tree=8058
num_leaves=6
num_cat=0
split_feature=51 49 42 2 4
split_gain=1.02953e-05 2.34375e-05 4.13017e-05 5.46696e-05 1.95248e-05
threshold=0.08955500000000001 -0.026779999999999995 0.084050000000000014 0.10613000000000002 0.053180000000000012
decision_type=2 2 2 2 2
left_child=1 -1 3 4 -3
right_child=-2 2 -4 -5 -6
leaf_value=0.013138277674441666 -0.0090769856096115844 0.0052014530107921536 -0.014660372482071742 -0.012843127740647367 0.022934224634544243
leaf_weight=0.0013633592660867782 0.0010853246623034512 0.0014797712395662119 0.0016635530171269517 0.001256557885282031 0.0010698097986481803
leaf_count=360 409 823 1074 293 162
internal_value=0 0.00140757 -0.0015164 0.00422845 0.0126422
internal_weight=0 0.00683305 0.00546969 0.00380614 0.00254958
internal_count=3121 2712 2352 1278 985
is_linear=0
shrinkage=0.1


Tree=8059
num_leaves=6
num_cat=0
split_feature=50 3 47 15 52
split_gain=2.79973e-05 3.08877e-05 3.32391e-05 4.6964e-05 3.58628e-05
threshold=1.0000000180025095e-35 -0.10519499999999998 0.077555000000000013 -0.07490999999999999 0.090245000000000006
decision_type=2 2 2 2 2
left_child=1 -1 3 -3 -5
right_child=-2 2 -4 4 -6
leaf_value=0.0002633205003170617 -0.00031171584053864694 0.0003731591136078154 -0.0002631999407220179 9.0970711872592264e-05 -0.00036850069542161701
leaf_weight=0.0017530722779853288 0.0010140579111574156 0.0012823152416629111 0.0017102509600146224 0.0017545170865011892 0.0010403924535093271
leaf_count=342 627 559 296 897 400
internal_value=0 3.53043e-05 -3.37636e-05 6.24768e-05 -8.00654e-05
internal_weight=0 0.00754055 0.00578748 0.00407722 0.00279491
internal_count=3121 2494 2152 1856 1297
is_linear=0
shrinkage=0.00196078


Tree=8060
num_leaves=8
num_cat=0
split_feature=50 160 2 48 16 2 4
split_gain=3.13941e-05 2.9363e-05 2.72887e-05 6.38595e-05 4.01289e-05 3.00949e-05 4.94169e-06
threshold=0.079410000000000008 -0.027994999999999996 0.11411 0.087695000000000009 -0.056919999999999991 0.092235000000000025 0.053925000000000008
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 4 6 -6 -3
right_child=-2 2 -4 -5 5 -7 -8
leaf_value=0.00028243409842309625 -0.00033550761861092645 0.00021455879142000912 -0.00030622199362740634 0.00046536753383066674 -0.00051545490621401045 -3.4853574002951967e-05 2.0048042294656765e-05
leaf_weight=0.0014519183780266317 0.0010151341049044003 0.0010008851618933876 0.001107890592565385 0.0010446935538579519 0.0010021090664419996 0.0010016334276549558 0.0010078051603338301
leaf_count=625 609 572 307 230 326 235 217
internal_value=0 3.15715e-05 -2.7509e-05 3.35501e-05 -7.88797e-05 -0.000275211 0.000116968
internal_weight=0 0.00761694 0.00616502 0.00505713 0.00401243 0.00200374 0.00200869
internal_count=3121 2512 1887 1580 1350 561 789
is_linear=0
shrinkage=0.00196078


Tree=8061
num_leaves=7
num_cat=0
split_feature=50 15 42 4 12 49
split_gain=3.8938e-05 3.35149e-05 3.14704e-05 6.1276e-05 7.04468e-05 5.86239e-05
threshold=0.079410000000000008 -0.10653 0.091295000000000015 0.055260000000000011 0.085885000000000017 -0.006494999999999999
decision_type=2 2 2 2 2 2
left_child=1 -1 3 4 5 -3
right_child=-2 2 -4 -5 -6 -7
leaf_value=0.00028765879255932588 -0.00036890370757384968 -9.7346903615639765e-05 0.00025585874772263129 -0.00049314053931082472 -0.00032503846798720009 0.00052242463832233429
leaf_weight=0.0016372202993704781 0.0010206942722389865 0.0011090981490637693 0.0012038214532917252 0.0011536926558877716 0.0013984955481602468 0.0012459524132473181
leaf_count=455 609 216 450 229 719 443
internal_value=0 3.85144e-05 -2.82341e-05 -9.79265e-05 2.35468e-05 0.000230547
internal_weight=0 0.00774828 0.00611106 0.00490724 0.00375355 0.00235505
internal_count=3121 2512 2057 1607 1378 659
is_linear=0
shrinkage=0.00196078


Tree=8062
num_leaves=7
num_cat=0
split_feature=50 160 42 2 48 12
split_gain=4.01912e-05 3.75775e-05 3.79779e-05 4.62641e-05 6.93969e-05 4.32133e-05
threshold=0.079410000000000008 -0.027994999999999996 -1.0000000180025095e-35 0.11411 0.08975000000000001 0.089885000000000007
decision_type=2 2 2 2 2 2
left_child=1 -1 -3 4 5 -4
right_child=-2 2 3 -5 -6 -7
leaf_value=0.00032099357053229713 -0.00036465653339387409 -0.00034480755320625937 -0.00021169339071274614 -0.0003144136952076203 0.00058306519488916472 0.00024222341456432871
leaf_weight=0.0015163023887896565 0.0010516269539512764 0.0011515486749330874 0.0017400225048376991 0.0010822507847956277 0.0010291415030932996 0.0015027458240948765
leaf_count=625 609 620 563 244 155 305
internal_value=0 4.30181e-05 -2.17704e-05 4.7707e-05 0.000139447 -1.34177e-06
internal_weight=0 0.00802201 0.00650571 0.00535416 0.00427191 0.00324277
internal_count=3121 2512 1887 1267 1023 868
is_linear=0
shrinkage=0.00196078


Tree=8063
num_leaves=7
num_cat=0
split_feature=50 160 13 4 1 13
split_gain=4.82471e-05 3.66674e-05 4.06392e-05 5.81499e-05 6.14696e-05 3.00247e-05
threshold=0.079410000000000008 -0.081639999999999976 -0.074044999999999986 0.0061450000000000003 0.10828500000000001 -0.13710499999999998
decision_type=2 2 2 2 2 2
left_child=1 -1 5 -4 -5 -3
right_child=-2 2 3 4 -6 -7
leaf_value=0.00037614915809073586 -0.00040104755941028532 9.9666927214721497e-06 -0.00038130392865535432 0.00043951527401353893 -0.00018450148635327609 0.00045621596059897769
leaf_weight=0.0011180104302256754 0.0010456631388286912 0.0013670317657464561 0.0018673568667411963 0.001042468507503565 0.0014526068308424033 0.0010064440223744031
leaf_count=441 609 187 902 250 148 584
internal_value=0 4.72963e-05 -7.2859e-06 -0.000119625 7.62192e-05 0.000199193
internal_weight=0 0.00785392 0.00673591 0.00436243 0.00249508 0.00237348
internal_count=3121 2512 2071 1300 398 771
is_linear=0
shrinkage=0.00196078


Tree=8064
num_leaves=8
num_cat=0
split_feature=50 15 47 3 3 12 16
split_gain=3.0096e-05 4.10346e-05 3.76788e-05 6.13147e-05 5.92358e-05 3.95558e-05 2.58142e-05
threshold=0.079410000000000008 -0.15026499999999995 0.096175000000000024 0.10542000000000001 0.013900000000000001 0.090020000000000017 -0.056919999999999991
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 4 5 6 -3
right_child=-2 2 -4 -5 -6 -7 -8
leaf_value=0.0004014340392542389 -0.00032312919706853035 0.00044963321272325411 -0.00033668666305973618 0.00042541880734760869 -0.00047851259111296663 -0.00020265863331458403 9.848516520860054e-06
leaf_weight=0.001006014571077787 0.0010412758573399876 0.0010323155952155672 0.0012097663560839507 0.0012627621447012013 0.0010214818231554026 0.0013341198010296982 0.0010203279107748402
leaf_count=318 609 502 185 135 110 726 536
internal_value=0 3.1545e-05 -2.25353e-05 4.4481e-05 -6.46404e-05 6.01876e-05 0.000231025
internal_weight=0 0.00788679 0.00688077 0.00567101 0.00440825 0.00338676 0.00205264
internal_count=3121 2512 2194 2009 1874 1764 1038
is_linear=0
shrinkage=0.00196078


Tree=8065
num_leaves=7
num_cat=0
split_feature=50 160 13 13 4 13
split_gain=3.67078e-05 3.67012e-05 3.06056e-05 4.34478e-05 6.67417e-05 2.07767e-05
threshold=0.079410000000000008 -0.081639999999999976 -0.074044999999999986 0.016935000000000002 0.0067750000000000006 -0.16152999999999998
decision_type=2 2 2 2 2 2
left_child=1 -1 5 4 -4 -3
right_child=-2 2 3 -5 -6 -7
leaf_value=0.00037070561007318986 -0.00035699885122614933 -2.1446746052447313e-05 -0.00066499469278746674 0.00014265848225567367 -3.0212617209434537e-05 0.00035038125371214535
leaf_weight=0.0010942231762352747 0.0010245124829181109 0.0011495164230831479 0.0010080404628385344 0.0016010612359100337 0.0017291744312881384 0.0011616085246847904
leaf_count=441 609 143 630 380 290 628
internal_value=0 3.79419e-05 -1.68176e-05 -0.000113911 -0.000263985 0.00016544
internal_weight=0 0.00774362 0.0066494 0.00433828 0.00273721 0.00231112
internal_count=3121 2512 2071 1300 920 771
is_linear=0
shrinkage=0.00196078


Tree=8066
num_leaves=7
num_cat=0
split_feature=50 160 3 42 52 16
split_gain=3.95218e-05 3.17e-05 4.06202e-05 4.05953e-05 4.05001e-05 7.29945e-05
threshold=0.079410000000000008 -0.081639999999999976 0.12745000000000004 -1.0000000180025095e-35 -0.069804999999999992 -0.092484999999999984
decision_type=2 2 2 2 2 2
left_child=1 -1 3 -3 -5 -6
right_child=-2 2 -4 4 5 -7
leaf_value=0.00034856499524856248 -0.00036817259627597911 -0.00027575842152172478 -0.00036488085801966524 -0.00014405402771441305 -2.934127869326925e-05 0.00056636847687940362
leaf_weight=0.0010937971606054964 0.0010382850334038516 0.0011443983236412722 0.0010538620334527432 0.0013707772116415356 0.001631609489883986 0.0015346605248577983
leaf_count=441 609 642 138 502 314 475
internal_value=0 3.89561e-05 -1.13236e-05 5.42584e-05 0.0001375 0.000259393
internal_weight=0 0.0078291 0.00673531 0.00568145 0.00453705 0.00316627
internal_count=3121 2512 2071 1933 1291 789
is_linear=0
shrinkage=0.00196078


Tree=8067
num_leaves=6
num_cat=0
split_feature=150 15 43 43 3
split_gain=9.5444e-06 2.921e-05 3.07237e-05 3.41347e-05 2.87103e-05
threshold=0.081835000000000019 -0.037864999999999989 -0.084004999999999982 0.016310000000000002 0.095270000000000007
decision_type=2 2 2 2 2
left_child=1 4 -3 -4 -1
right_child=-2 2 3 -5 -6
leaf_value=-0.0012756051515861147 0.0073329543981925441 0.015621096655293444 -0.014368594552291168 0.0085492044105163287 -0.022706212218171377
leaf_weight=0.0015459104948363444 0.0014297074559952144 0.0014004838899264421 0.0012820812737571324 0.0013180406923436034 0.0010495303808271072
leaf_count=957 420 375 926 299 144
internal_value=0 -0.00167968 0.00368034 -0.00275122 -0.0099416
internal_weight=0 0.00659605 0.00400061 0.00260012 0.00259544
internal_count=3121 2701 1600 1225 1101
is_linear=0
shrinkage=0.1


Tree=8068
num_leaves=6
num_cat=0
split_feature=42 49 42 0 12
split_gain=9.58342e-06 1.38975e-05 4.46301e-05 2.20108e-05 5.89338e-05
threshold=-1.0000000180025095e-35 -0.047584999999999995 0.091545000000000015 -0.10224499999999999 0.088365000000000013
decision_type=2 2 2 2 2
left_child=-1 -2 3 -3 -5
right_child=1 2 -4 4 -6
leaf_value=-0.007608283678828872 0.010165793847902838 -0.0042167207055610447 -0.019599459456824814 0.027192706858327805 -0.0052207203591830686
leaf_weight=0.0013924504515563209 0.0014511966905909231 0.0018985345706691186 0.0010244040077332633 0.0010833023613484275 0.0011632956078276538
leaf_count=862 360 281 620 700 298
internal_value=0 0.00151855 -0.000908916 0.00371016 0.0104089
internal_weight=0 0.00662073 0.00516954 0.00414513 0.0022466
internal_count=3121 2259 1899 1279 998
is_linear=0
shrinkage=0.1


Tree=8069
num_leaves=7
num_cat=0
split_feature=50 160 42 43 1 16
split_gain=3.56558e-05 3.11464e-05 2.66317e-05 3.64811e-05 5.8022e-05 2.12101e-05
threshold=0.079410000000000008 -0.027994999999999996 0.088060000000000013 -0.016814999999999997 0.086560000000000012 -0.094359999999999986
decision_type=2 2 2 2 2 2
left_child=1 -1 3 -3 -5 -6
right_child=-2 2 -4 4 5 -7
leaf_value=0.00029427334668971394 -0.00035779913562654185 -0.00042062515358875477 0.00018465818270755165 0.00031986185347590671 -0.00041036326276813105 -1.3460524077909592e-05
leaf_weight=0.001441388062995673 0.0010069552559624747 0.0010720152869623115 0.0016734893873429808 0.0012971499163724706 0.0010202802991721353 0.0010507585955155535
leaf_count=625 609 545 551 436 147 208
internal_value=0 3.49895e-05 -2.61403e-05 -0.000105589 -5.32053e-06 -0.000208991
internal_weight=0 0.00755508 0.00611369 0.0044402 0.00336819 0.00207104
internal_count=3121 2512 1887 1336 791 355
is_linear=0
shrinkage=0.00196078


Tree=8070
num_leaves=8
num_cat=0
split_feature=50 15 16 2 133 12 0
split_gain=4.12758e-05 5.21589e-05 5.02792e-05 5.07801e-05 6.03994e-05 8.27505e-05 3.78532e-05
threshold=0.079410000000000008 -0.15026499999999995 -0.36241499999999999 0.10644500000000001 1.0000000180025095e-35 0.089885000000000007 -0.11437499999999999
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 6 -4
right_child=-2 2 3 -5 -6 -7 -8
leaf_value=0.0004624518425287068 -0.00037338987700778233 -0.00039888290026112062 0.00015725764937966034 0.00042458743092318904 -0.0004563646084922374 0.00051496084183452143 -0.00034635215537083785
leaf_weight=0.0010013734277869914 0.0010275324274741987 0.0011085252317781184 0.001019025547444033 0.0011549402423638513 0.0010183719561202868 0.0011575455017453495 0.0013133971978066985
leaf_count=318 609 216 95 351 605 343 584
internal_value=0 4.4767e-05 -1.69977e-05 5.77521e-05 -3.62232e-05 8.63739e-05 -0.000126327
internal_weight=0 0.00777318 0.00677181 0.00566328 0.00450834 0.00348997 0.00233242
internal_count=3121 2512 2194 1978 1627 1022 679
is_linear=0
shrinkage=0.00196078


Tree=8071
num_leaves=7
num_cat=0
split_feature=4 151 12 2 16 16
split_gain=1.07633e-05 1.65617e-05 2.48285e-05 2.2875e-05 2.14765e-05 2.89955e-05
threshold=0.27044500000000005 -0.024429999999999997 0.088305000000000008 0.088555000000000009 -0.074319999999999983 0.054560000000000004
decision_type=2 2 2 2 2 2
left_child=1 -1 4 -4 -3 -6
right_child=-2 2 3 -5 5 -7
leaf_value=0.0097496612274363178 0.0082664793764275855 -0.020972512423048029 0.013311683460938218 -0.0058160673484841541 0.0081801029882608341 -0.01559244670881741
leaf_weight=0.0010667179261193566 0.00129797965544012 0.0011047322631967541 0.0012323354781002889 0.0012690921192834517 0.0010284605443333776 0.0010238408625974325
leaf_count=451 365 533 515 705 363 189
internal_value=0 -0.00167978 -0.00383443 0.00360727 -0.00973074 -0.00367942
internal_weight=0 0.00672518 0.00565846 0.00250143 0.00315703 0.0020523
internal_count=3121 2756 2305 1220 1085 552
is_linear=0
shrinkage=0.1


Tree=8072
num_leaves=6
num_cat=0
split_feature=16 12 49 0 16
split_gain=1.01385e-05 3.12471e-05 4.25042e-05 3.90051e-05 1.3911e-05
threshold=0.013515000000000001 0.090995000000000006 -0.006494999999999999 -0.10224499999999999 0.26799500000000004
decision_type=2 2 2 2 2
left_child=1 2 -1 -4 -2
right_child=4 -3 3 -5 -6
leaf_value=-0.013404533665373551 0.011688213250916037 -0.016213765496497817 -0.0033847382659816685 0.020670675685679325 -0.0024930487833056377
leaf_weight=0.0012616972175268394 0.001430193363835919 0.0012828125939660148 0.0013272000631134721 0.0013696941467388848 0.0013396395496983369
leaf_count=403 408 693 275 983 359
internal_value=0 -0.00265032 0.00174502 0.00883249 0.0048294
internal_weight=0 0.0052414 0.00395859 0.00269689 0.00276983
internal_count=3121 2354 1661 1258 767
is_linear=0
shrinkage=0.1


Tree=8073
num_leaves=7
num_cat=0
split_feature=50 160 49 16 16 0
split_gain=3.84255e-05 4.24797e-05 2.87336e-05 4.21983e-05 5.5138e-05 5.56486e-05
threshold=0.079410000000000008 -0.027994999999999996 -0.081404999999999991 0.38525000000000004 -0.0013749999999999997 -0.11756999999999999
decision_type=2 2 2 2 2 2
left_child=1 -1 -3 4 5 -4
right_child=-2 2 3 -5 -6 -7
leaf_value=0.00034342364808922826 -0.00036405904891771078 0.00027395577698077604 -0.00031066175215894575 0.00026000332281844789 -0.00055887853821805266 0.00022136277099154335
leaf_weight=0.0014501864039594154 0.0010184907942453582 0.0010041990783945598 0.0015013219015108516 0.0010611668893914161 0.0010803241074687307 0.0015223299790694009
leaf_count=625 609 172 231 271 271 942
internal_value=0 4.14534e-05 -2.95288e-05 -8.85318e-05 -0.000178653 -4.28013e-05
internal_weight=0 0.00761953 0.00616934 0.00516514 0.00410398 0.00302365
internal_count=3121 2512 1887 1715 1444 1173
is_linear=0
shrinkage=0.00196078


Tree=8074
num_leaves=7
num_cat=0
split_feature=484 2 3 151 12 16
split_gain=5.4841e-05 3.29628e-05 3.98973e-05 3.86493e-05 5.211e-05 6.26453e-05
threshold=0.083530000000000007 0.086590000000000014 -0.078934999999999991 -0.0083949999999999979 0.092355000000000007 -0.083134999999999987
decision_type=2 2 2 2 2 2
left_child=1 2 -1 -3 5 -5
right_child=-2 3 -4 4 -6 -7
leaf_value=-0.00054298581182566524 0.00041995517526306053 -0.00028514043487871336 -5.8464247312675094e-05 0.00052133862594299827 -0.00025350382224789822 -2.9694215049555102e-05
leaf_weight=0.0010360815540036744 0.0010075949846912657 0.0012139722439152593 0.0017690078695165039 0.001549326945938507 0.0011150650740571894 0.0016253723475714156
leaf_count=764 372 290 397 314 559 425
internal_value=0 -6.44336e-05 -0.000237426 2.37355e-05 0.000111145 0.000239223
internal_weight=0 0.00830883 0.00280509 0.00550374 0.00428976 0.0031747
internal_count=3121 2749 1161 1588 1298 739
is_linear=0
shrinkage=0.00196078


Tree=8075
num_leaves=6
num_cat=0
split_feature=4 151 15 13 0
split_gain=1.05883e-05 2.18447e-05 4.54739e-05 4.15846e-05 1.58497e-05
threshold=0.24564500000000003 -0.0071249999999999985 -0.055554999999999993 -0.0034749999999999994 -0.077639999999999987
decision_type=2 2 2 2 2
left_child=1 -1 -3 4 -4
right_child=-2 2 3 -5 -6
leaf_value=0.010310656238029563 0.0067226786196407807 -0.023460094696171902 0.018741331176318182 -0.010721676840758251 0.0014258639083327418
leaf_weight=0.0011693022453225978 0.0017838742226268054 0.0010432418554589496 0.0010020298020939279 0.0019148828814775365 0.0011189400338291089
leaf_count=463 426 674 718 509 331
internal_value=0 -0.00201239 -0.00484938 -3.86354e-05 0.00960637
internal_weight=0 0.0062484 0.00507909 0.00403585 0.00212097
internal_count=3121 2695 2232 1558 1049
is_linear=0
shrinkage=0.1


Tree=8076
num_leaves=7
num_cat=0
split_feature=50 15 16 2 0 43
split_gain=2.593e-05 2.95746e-05 3.79553e-05 4.48794e-05 4.32963e-05 1.64322e-05
threshold=1.0000000180025095e-35 -0.10653 -0.010264999999999998 0.092875000000000013 -0.053834999999999994 -0.032879999999999993
decision_type=2 2 2 2 2 2
left_child=1 -1 3 -3 -4 -6
right_child=-2 2 4 -5 5 -7
leaf_value=0.00027454205909184298 -0.0002929953261344242 7.5108384053226107e-06 0.0004351223884768828 -0.00049707468820912393 -0.00022221625201142284 0.00013119071371577433
leaf_weight=0.0016106487110381989 0.0010289501694608176 0.0017455994779952289 0.0011112786451215862 0.0011077719214185157 0.0010179409683742299 0.0010054597099073037
leaf_count=454 627 768 610 365 129 168
internal_value=0 3.8678e-05 -2.4764e-05 -0.000188386 0.000124174 -4.66028e-05
internal_weight=0 0.0075987 0.00598805 0.00285337 0.00313468 0.0020234
internal_count=3121 2494 2040 1133 907 297
is_linear=0
shrinkage=0.00196078


Tree=8077
num_leaves=7
num_cat=0
split_feature=50 15 16 133 52 4
split_gain=5.08607e-05 2.91079e-05 3.44311e-05 3.70303e-05 0.000157914 0.000122537
threshold=0.079410000000000008 -0.10653 -0.094359999999999986 1.0000000180025095e-35 1.0000000180025095e-35 0.0052350000000000009
decision_type=2 2 2 2 2 2
left_child=1 -1 -3 4 5 -4
right_child=-2 2 3 -5 -6 -7
leaf_value=0.00028060317103085076 -0.00041790616210332974 -0.00025673243420829396 -0.00059595499754193653 -0.0002326902507163542 0.0008235562487300277 0.00031211322940574742
leaf_weight=0.0016164749719927264 0.0010265516950271614 0.0016550961814127624 0.0010571754065732293 0.0011253845797236377 0.0010141279059457829 0.0012432063156815399
leaf_count=455 609 328 526 639 433 131
internal_value=0 4.66823e-05 -1.53568e-05 7.46228e-05 0.000178966 -0.000105203
internal_weight=0 0.00771147 0.00609499 0.00443989 0.00331451 0.00230038
internal_count=3121 2512 2057 1729 1090 657
is_linear=0
shrinkage=0.00196078


Tree=8078
num_leaves=7
num_cat=0
split_feature=50 15 42 0 43 3
split_gain=3.77366e-05 3.15219e-05 2.95722e-05 5.67528e-05 7.14506e-05 3.22143e-05
threshold=0.079410000000000008 -0.10653 0.091295000000000015 -0.019414999999999998 -1.0000000180025095e-35 0.090900000000000009
decision_type=2 2 2 2 2 2
left_child=1 -1 3 4 -3 -6
right_child=-2 2 -4 -5 5 -7
leaf_value=0.00028926348662186498 -0.0003602655036822975 -0.00066830800546544304 0.00025758450983335223 0.00023159474582714503 -0.00027653924625109744 0.00018191842237861216
leaf_weight=0.001597228963579226 0.0010026896565075334 0.0010010674932317411 0.0011809431339304529 0.0014786077428370738 0.0011571442598570019 0.0012007182697882936
leaf_count=455 609 972 450 212 267 156
internal_value=0 4.43906e-05 -2.05956e-05 -8.85051e-05 -0.000229414 -4.30742e-05
internal_weight=0 0.00761571 0.00601848 0.00483754 0.00335893 0.00235786
internal_count=3121 2512 2057 1607 1395 423
is_linear=0
shrinkage=0.00196078


Tree=8079
num_leaves=5
num_cat=0
split_feature=15 1 47 48
split_gain=1.09132e-05 3.63199e-05 4.11412e-05 3.95339e-05
threshold=0.035560000000000008 1.0000000180025095e-35 0.087235000000000021 0.085130000000000025
decision_type=2 2 2 2
left_child=1 -1 3 -3
right_child=-2 2 -4 -5
leaf_value=-0.010818305880102606 -0.0068910349822607899 0.024670642226619091 -0.0044852060137863517 -0.00035675515973695836
leaf_weight=0.0016479668170384515 0.0018172323924487118 0.0015779995808893426 0.0019580336857668882 0.0010518821781117249
leaf_count=851 1180 604 297 189
internal_value=0 0.00191546 0.0064894 0.0146604
internal_weight=0 0.00623588 0.00458792 0.00262988
internal_count=3121 1941 1090 793
is_linear=0
shrinkage=0.1


Tree=8080
num_leaves=6
num_cat=0
split_feature=16 52 0 2 0
split_gain=1.09213e-05 3.35018e-05 3.85916e-05 3.09614e-05 5.61406e-05
threshold=0.38525000000000004 0.10160000000000001 -0.062294999999999996 0.11215000000000001 -0.10607499999999999
decision_type=2 2 2 2 2
left_child=1 2 3 4 -1
right_child=-2 -3 -4 -5 -6
leaf_value=0.014369650847512372 0.0089924953298693416 -0.016181592085758752 0.018548895649054205 -0.016360206674913485 -0.011614728819616955
leaf_weight=0.0018282252900281965 0.001142485961356892 0.0012774263295965297 0.0011008580333610792 0.0011668680363384875 0.0015250981873942949
leaf_count=297 311 591 301 221 1400
internal_value=0 -0.00156323 0.0017589 -0.00233018 0.0025519
internal_weight=0 0.00689848 0.00562105 0.00452019 0.00335332
internal_count=3121 2810 2219 1918 1697
is_linear=0
shrinkage=0.1


Tree=8081
num_leaves=6
num_cat=0
split_feature=2 150 43 1 0
split_gain=1.13381e-05 3.60817e-05 3.77628e-05 7.83505e-05 2.58966e-05
threshold=0.089775000000000008 0.083555000000000004 0.05259500000000001 0.10557500000000002 -0.077999999999999986
decision_type=2 2 2 2 2
left_child=4 2 3 -2 -1
right_child=1 -3 -4 -5 -6
leaf_value=-0.012362549202638122 -0.025396580083837751 0.019875777425518083 0.014123489338758677 0.008736404044194384 0.0057692631217952399
leaf_weight=0.0018509233809547137 0.0013064186880249211 0.001004530299155656 0.001105717301906482 0.0013859352476120238 0.0013712768081998877
leaf_count=1283 730 216 237 256 399
internal_value=0 0.00302168 -0.00143596 -0.00782604 -0.00464617
internal_weight=0 0.0048026 0.00379807 0.00269235 0.0032222
internal_count=3121 1439 1223 986 1682
is_linear=0
shrinkage=0.1


Tree=8082
num_leaves=7
num_cat=0
split_feature=13 16 43 48 3 3
split_gain=1.04468e-05 1.833e-05 3.74784e-05 2.93368e-05 2.53203e-05 2.01364e-05
threshold=-0.23438999999999996 0.23311500000000004 -0.09225499999999999 0.085845000000000019 -0.080634999999999984 0.0051600000000000005
decision_type=2 2 2 2 2 2
left_child=-1 2 -2 4 -4 -6
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leaf_value=0.0094712996858384406 -0.019497057023915843 0.010319432376125637 0.018130192053338209 -0.011536131978353549 -0.0098051469558445205 0.0094588235715021476
leaf_weight=0.0010069444574945284 0.001190697703315439 0.0011173042363802231 0.001080860896529999 0.0014363406290852383 0.0011351346908410336 0.0010395216923665134
leaf_count=169 396 417 963 359 675 142
internal_value=0 -0.00142235 -0.00365253 0.000368487 0.00562083 -0.000596651
internal_weight=0 0.00699986 0.00588256 0.00469186 0.00325552 0.00217466
internal_count=3121 2952 2535 2139 1780 817
is_linear=0
shrinkage=0.1


Tree=8083
num_leaves=6
num_cat=0
split_feature=51 43 12 2 3
split_gain=1.06264e-05 2.63368e-05 3.65655e-05 3.16748e-05 2.36868e-05
threshold=-0.076794999999999988 -0.15323999999999996 0.092355000000000007 0.088225000000000012 0.0068900000000000012
decision_type=2 2 2 2 2
left_child=-1 -2 3 -3 -5
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leaf_value=-0.0081829504648732402 0.015995560840790339 -0.010937561401860349 -0.01688582835845534 0.018246761770358742 0.00088470385287569252
leaf_weight=0.0013369591753736596 0.0010654832435426139 0.0011913507230692524 0.0011692482034084285 0.0013497806383531209 0.0018805821849431784
leaf_count=537 223 954 630 530 247
internal_value=0 0.00158669 -0.00115925 0.00299938 0.0081393
internal_weight=0 0.00665644 0.00559096 0.00442171 0.00323036
internal_count=3121 2584 2361 1731 777
is_linear=0
shrinkage=0.1


Tree=8084
num_leaves=7
num_cat=0
split_feature=50 15 16 48 13 4
split_gain=3.50687e-05 3.97514e-05 2.7206e-05 3.69744e-05 5.5375e-05 3.2004e-05
threshold=0.079410000000000008 -0.10653 -0.094359999999999986 0.016865000000000002 -0.033284999999999988 -0.034939999999999992
decision_type=2 2 2 2 2 2
left_child=1 -1 -3 4 -4 -6
right_child=-2 2 3 -5 5 -7
leaf_value=0.00031422003517145736 -0.00033902956238385755 -0.00024413371747965704 -0.00035459718024788433 0.00037597448424662896 -0.0001009547260079167 0.00038244917705756298
leaf_weight=0.0016334683139377091 0.0010526562992579031 0.0016628581942757506 0.0013676292085353999 0.0010282458463344523 0.0010066742392653007 0.0011040387698182138
leaf_count=455 609 328 774 265 522 168
internal_value=0 4.22349e-05 -2.97778e-05 4.9316e-05 -4.72487e-05 0.000151897
internal_weight=0 0.00780291 0.00616945 0.00450659 0.00347834 0.00211071
internal_count=3121 2512 2057 1729 1464 690
is_linear=0
shrinkage=0.00196078


Tree=8085
num_leaves=7
num_cat=0
split_feature=50 15 16 0 0 52
split_gain=3.73502e-05 2.97609e-05 3.18348e-05 5.15107e-05 4.41111e-05 4.22431e-05
threshold=0.079410000000000008 -0.10653 -0.010264999999999998 -0.10224499999999999 -0.053834999999999994 0.091820000000000013
decision_type=2 2 2 2 2 2
left_child=1 -1 3 -3 -4 -6
right_child=-2 2 4 -5 5 -7
leaf_value=0.00027858537282507466 -0.00035904720322403356 -0.00040186826924397515 0.00042971890766575489 0.00012477403366103787 -0.00034139839367421061 0.00022291110237109628
leaf_weight=0.0016050227512562536 0.0010151307006662858 0.0016223373645548509 0.0011078260962449444 0.0012753859024225095 0.0010094727069154331 0.0010308016254514634
leaf_count=455 609 240 614 899 257 47
internal_value=0 4.12377e-05 -2.17724e-05 -0.000170075 0.000114735 -5.6294e-05
internal_weight=0 0.00765085 0.00604582 0.00289772 0.0031481 0.00204027
internal_count=3121 2512 2057 1139 918 304
is_linear=0
shrinkage=0.00196078


Tree=8086
num_leaves=7
num_cat=0
split_feature=13 3 1 12 1 16
split_gain=1.04392e-05 1.79224e-05 3.05174e-05 1.92735e-05 2.74815e-05 4.6713e-05
threshold=-0.23438999999999996 0.10893000000000001 0.11588000000000001 0.091545000000000015 0.092390000000000014 -0.083134999999999987
decision_type=2 2 2 2 2 2
left_child=-1 2 3 4 5 -2
right_child=1 -3 -4 -5 -6 -7
leaf_value=0.0094536502020988664 0.0087562869807271404 -0.013100423110962645 0.016216117290774646 -0.014246949905154857 0.014580983483410191 -0.017559936559315568
leaf_weight=0.0010103513114177384 0.0013385444334505993 0.0011060546829400929 0.0010512378692793031 0.001095688614992033 0.0010472324854646949 0.0013596763608131799
leaf_count=169 529 111 257 867 275 913
internal_value=0 -0.0014201 0.000772405 -0.00258115 0.000831549 -0.00450488
internal_weight=0 0.00699843 0.00589238 0.00484114 0.00374545 0.00269822
internal_count=3121 2952 2841 2584 1717 1442
is_linear=0
shrinkage=0.1


Tree=8087
num_leaves=6
num_cat=0
split_feature=52 43 13 2 43
split_gain=1.00206e-05 3.55754e-05 4.23097e-05 4.4732e-05 4.53083e-05
threshold=0.10347000000000002 0.08845500000000002 -0.084034999999999985 0.10774000000000002 -1.0000000180025095e-35
decision_type=2 2 2 2 2
left_child=1 2 -1 4 -4
right_child=-2 -3 3 -5 -6
leaf_value=0.017327956405118871 0.0072519212334901401 -0.018979577670353374 -0.00904469417094232 -0.021432981211984243 0.015004782858790406
leaf_weight=0.0012812725326876049 0.0015237687374155878 0.0010123030195794656 0.0016306634338382122 0.001038672360233822 0.0015076332907991133
leaf_count=653 583 245 990 323 327
internal_value=0 -0.00176187 0.00143139 -0.00344484 0.00250864
internal_weight=0 0.00647054 0.00545824 0.00417697 0.0031383
internal_count=3121 2538 2293 1640 1317
is_linear=0
shrinkage=0.1


Tree=8088
num_leaves=6
num_cat=0
split_feature=0 1 15 3 15
split_gain=1.09384e-05 2.1135e-05 2.508e-05 3.86256e-05 3.23478e-05
threshold=0.13134000000000004 0.077565000000000009 1.0000000180025095e-35 0.10893000000000001 -0.070929999999999979
decision_type=2 2 2 2 2
left_child=1 -1 3 4 -3
right_child=-2 2 -4 -5 -6
leaf_value=-0.011565200943222699 0.0097354646814004908 0.0032988811564014908 -0.012441213331114748 -0.0099395998161260438 0.024663680269622699
leaf_weight=0.0015919286133867878 0.0010010543949893506 0.0019992770921507391 0.0010349074116426079 0.0012524287344788882 0.0010978132400261947
leaf_count=1575 84 503 433 204 322
internal_value=0 -0.00144253 0.00155028 0.00487936 0.010872
internal_weight=0 0.00697636 0.00538443 0.00434952 0.00309709
internal_count=3121 3037 1462 1029 825
is_linear=0
shrinkage=0.1


Tree=8089
num_leaves=7
num_cat=0
split_feature=50 16 0 4 16 52
split_gain=3.99464e-05 3.49748e-05 4.15477e-05 4.03222e-05 3.99606e-05 2.32682e-05
threshold=0.079410000000000008 0.0047850000000000011 -0.052984999999999997 0.0052350000000000009 -0.27167499999999994 0.094465000000000007
decision_type=2 2 2 2 2 2
left_child=1 3 -3 -1 -5 -4
right_child=-2 2 5 4 -6 -7
leaf_value=-0.00038182149877055 -0.000446506525557425 0.00044198724092176823 -0.0002470781048867227 -0.00019322972692665578 0.00026270431760620891 0.0001719813085066613
leaf_weight=0.0017784091042266164 0.0010722268991156742 0.0010284854102172881 0.0010379911647140547 0.0018492827911205858 0.0012310784362398032 0.0010003591128123382
leaf_count=1177 609 416 259 412 205 43
internal_value=0 -4.3253e-05 0.000120696 -0.000146737 -1.10139e-05 -4.14167e-05
internal_weight=0 0.00792561 0.00306684 0.00485877 0.00308036 0.00203835
internal_count=3121 2512 718 1794 617 302
is_linear=0
shrinkage=0.00196078


Tree=8090
num_leaves=8
num_cat=0
split_feature=4 42 49 160 16 13 0
split_gain=2.99108e-05 3.59834e-05 3.18729e-05 5.90791e-05 3.40194e-05 7.65983e-05 0.000109053
threshold=0.27044500000000005 0.092620000000000022 -0.00064499999999999985 0.079055000000000014 0.22339500000000004 -0.082014999999999991 -0.10011499999999998
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 -1 5 -4 -7
right_child=-2 -3 4 -5 -6 6 -8
leaf_value=-0.0005401658187531278 0.00024706469774619493 -0.00039168632906014082 0.00059038491134913874 0.00012841138254080165 -0.00021740301557138079 0.00045222358876367266 -0.00040623738863846727
leaf_weight=0.001028526616473748 0.0014493200847302727 0.0010808277030262305 0.0011634583343077673 0.0010043545652354659 0.001086375444533202 0.0010197848315027834 0.0012868329071766354
leaf_count=340 365 526 507 179 279 159 766
internal_value=0 -6.00811e-05 -5.68894e-06 -0.000209852 8.53994e-05 0.000180198 -2.67009e-05
internal_weight=0 0.00767016 0.00658933 0.00203288 0.00455645 0.00347008 0.00230662
internal_count=3121 2756 2230 519 1711 1432 925
is_linear=0
shrinkage=0.00196078


Tree=8091
num_leaves=6
num_cat=0
split_feature=50 15 16 52 4
split_gain=2.86765e-05 3.69467e-05 3.51954e-05 3.9645e-05 4.9717e-05
threshold=0.079410000000000008 -0.10653 -0.094359999999999986 1.0000000180025095e-35 0.0052350000000000009
decision_type=2 2 2 2 2
left_child=1 -1 -3 4 -4
right_child=-2 2 3 -5 -6
leaf_value=0.00030166436367680128 -0.00031505863163292414 -0.00027979710129943898 -0.00035752579517111231 0.00028492313844889961 0.00017933383877451458
leaf_weight=0.0015897998490785751 0.0010154704670323833 0.001636906783794718 0.0013538162057487716 0.0017610239385952753 0.0013000639367625709
leaf_count=455 609 328 841 700 188
internal_value=0 3.5655e-05 -3.42251e-05 5.68252e-05 -9.45328e-05
internal_weight=0 0.00764161 0.00605181 0.0044149 0.00265388
internal_count=3121 2512 2057 1729 1029
is_linear=0
shrinkage=0.00196078


Tree=8092
num_leaves=6
num_cat=0
split_feature=50 15 16 52 4
split_gain=2.61724e-05 4.19778e-05 2.7213e-05 3.99052e-05 5.38206e-05
threshold=0.079410000000000008 -0.10653 -0.094359999999999986 1.0000000180025095e-35 0.0052350000000000009
decision_type=2 2 2 2 2
left_child=1 -1 -3 4 -4
right_child=-2 2 3 -5 -6
leaf_value=0.00031370229571825334 -0.00030121653255268786 -0.00025889277211465817 -0.00038620271058734671 0.00026446726813489038 0.00016848932090408804
leaf_weight=0.0016066408671083993 0.0010290477961380738 0.0016358402756722554 0.0013703355105938188 0.0017797104099587053 0.0013206569892886878
leaf_count=455 609 328 841 700 188
internal_value=0 3.16943e-05 -4.25024e-05 3.66753e-05 -0.000113977
internal_weight=0 0.00771318 0.00610654 0.0044707 0.00269099
internal_count=3121 2512 2057 1729 1029
is_linear=0
shrinkage=0.00196078


Tree=8093
num_leaves=6
num_cat=0
split_feature=2 160 2 12 2
split_gain=1.08833e-05 3.10617e-05 3.32575e-05 2.58878e-05 2.55857e-05
threshold=0.089775000000000008 0.085045000000000023 0.11293500000000002 0.089735000000000023 0.10060500000000001
decision_type=2 2 2 2 2
left_child=3 2 4 -1 -2
right_child=1 -3 -4 -5 -6
leaf_value=-0.012408265901551059 0.0011946676513605713 0.018446275404438588 0.0090205212127502429 0.0056664937432909833 -0.021051064887495124
leaf_weight=0.0018382671456187486 0.001045090231630562 0.0010127236919053486 0.0017159694801625078 0.0013927910151751229 0.0010232066565644242
leaf_count=1175 457 221 478 507 283
internal_value=0 0.00289116 -0.00127161 -0.0046169 -0.00981051
internal_weight=0 0.00479699 0.00378427 0.00323106 0.0020683
internal_count=3121 1439 1218 1682 740
is_linear=0
shrinkage=0.1


Tree=8094
num_leaves=7
num_cat=0
split_feature=50 15 16 0 52 3
split_gain=3.11415e-05 3.21515e-05 3.97661e-05 5.03258e-05 6.44151e-05 4.26118e-05
threshold=0.079410000000000008 -0.15026499999999995 -0.36241499999999999 -0.10607499999999999 0.083680000000000018 -0.047929999999999993
decision_type=2 2 2 2 2 2
left_child=1 -1 -3 -4 5 -5
right_child=-2 2 3 4 -6 -7
leaf_value=0.00035657683142337795 -0.00032446211588802771 -0.00034630396236955179 0.00030591314771284624 -0.00058087967073813893 0.00019729680395480108 -2.9770444028585731e-05
leaf_weight=0.0010099854057951255 0.0010849763183285238 0.0011779020166459387 0.0019503842359609534 0.0010851563918563404 0.0017756389880132918 0.0010725345453420521
leaf_count=318 609 216 237 866 651 224
internal_value=0 2.93531e-05 -1.7448e-05 4.8388e-05 -7.93087e-05 -0.000306937
internal_weight=0 0.0080716 0.00706162 0.00588371 0.00393333 0.00215769
internal_count=3121 2512 2194 1978 1741 1090
is_linear=0
shrinkage=0.00196078


Tree=8095
num_leaves=8
num_cat=0
split_feature=11 4 2 3 52 2 1
split_gain=3.58341e-05 3.6565e-05 6.97295e-05 6.3549e-05 5.04535e-05 4.39265e-05 3.69394e-05
threshold=0.076920000000000002 0.055260000000000011 0.10644500000000001 0.11296500000000002 0.090245000000000006 0.088225000000000012 0.111945
decision_type=2 2 2 2 2 2 2
left_child=1 2 4 6 5 -1 -3
right_child=-2 3 -4 -5 -6 -7 -8
leaf_value=-7.4064244804223159e-05 -0.00036702385683166656 -0.00019968760348031096 0.00051701821343775841 -0.00051316963372080506 -0.00034027328077192821 0.00041650188672510746 0.00033048615797470597
leaf_weight=0.0016271587196851932 0.0010106603545822898 0.0010111125414704824 0.0013013994443191249 0.0011434700216940781 0.0012087564107064143 0.0012339408295545219 0.001009921950737804
leaf_count=1044 226 309 297 141 485 426 193
internal_value=0 2.34342e-05 0.000121939 -0.000143762 -4.39404e-06 0.000137508 6.52431e-05
internal_weight=0 0.00853576 0.00537126 0.0031645 0.00406986 0.0028611 0.00202103
internal_count=3121 2895 2252 643 1955 1470 502
is_linear=0
shrinkage=0.00196078


Tree=8096
num_leaves=7
num_cat=0
split_feature=0 0 42 49 1 16
split_gain=1.01972e-05 2.01407e-05 3.39284e-05 4.86247e-05 2.76219e-05 3.03772e-05
threshold=0.13134000000000004 -0.053834999999999994 0.091295000000000015 -0.006494999999999999 0.08844500000000001 -0.087484999999999993
decision_type=2 2 2 2 2 2
left_child=1 2 3 -1 -5 -6
right_child=-2 -3 -4 4 5 -7
leaf_value=-0.017230602768812945 0.0092610807655879642 -0.012170972941125156 0.017699690338712326 -0.0090182635685243529 0.02348778736876982 -0.00047849508923295165
leaf_weight=0.001503020455652353 0.0010092493134494411 0.0014111007900114055 0.0010194358855404317 0.001001566892460073 0.0010262483430500456 0.0010912118819508575
leaf_count=451 84 444 567 1154 159 262
internal_value=0 -0.00148583 0.00118684 -0.00245523 0.00466484 0.011137
internal_weight=0 0.00705258 0.00564148 0.00462205 0.00311903 0.00211746
internal_count=3121 3037 2593 2026 1575 421
is_linear=0
shrinkage=0.1


Tree=8097
num_leaves=7
num_cat=0
split_feature=50 160 43 16 48 13
split_gain=2.95542e-05 3.12187e-05 2.879e-05 3.22853e-05 4.10812e-05 2.32257e-05
threshold=0.079410000000000008 -0.027994999999999996 -0.15323999999999996 0.15891500000000003 0.084670000000000009 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2
left_child=1 -1 -3 4 5 -4
right_child=-2 2 3 -5 -6 -7
leaf_value=0.00030029916571100223 -0.00031517924190638627 0.00026192187293362575 -9.3589699504806185e-06 -0.00037440921719104821 -0.00022949580984004057 0.00039442975138408794
leaf_weight=0.0014416992531730106 0.0010181103170984465 0.0011342910295853116 0.0011845558399956866 0.0011379152154737571 0.0016835021046559448 0.0010186290738282669
leaf_count=625 609 176 819 375 301 216
internal_value=0 4.0566e-05 -2.02334e-05 -8.39293e-05 1.11527e-06 0.00017733
internal_weight=0 0.00760059 0.00615889 0.0050246 0.00388669 0.00220318
internal_count=3121 2512 1887 1711 1336 1035
is_linear=0
shrinkage=0.00196078


Tree=8098
num_leaves=6
num_cat=0
split_feature=42 2 43 0 4
split_gain=9.81702e-06 2.56269e-05 3.63072e-05 4.34677e-05 3.11682e-05
threshold=-0.088669999999999985 0.098035000000000011 -0.074359999999999996 -0.13027499999999997 0.033845000000000007
decision_type=2 2 2 2 2
left_child=-1 2 -2 -4 -3
right_child=1 4 3 -5 -6
leaf_value=0.0086705788695217514 0.0069187970694165289 0.014948308117561752 0.0017382939009044408 -0.02529146464568844 -0.0045354933809930728
leaf_weight=0.0010962879513579946 0.0012115917400999585 0.0015925105375750709 0.0010071805615313469 0.0014536247258122993 0.0016948303338757743
leaf_count=392 754 457 149 966 403
internal_value=0 -0.00151045 -0.0072516 -0.0142285 0.00490319
internal_weight=0 0.00695974 0.0036724 0.00246081 0.00328734
internal_count=3121 2729 1869 1115 860
is_linear=0
shrinkage=0.1


Tree=8099
num_leaves=6
num_cat=0
split_feature=51 42 49 1 3
split_gain=9.79932e-06 2.18271e-05 4.19467e-05 4.31409e-05 4.02521e-05
threshold=0.087505000000000013 -0.088669999999999985 -0.026779999999999995 0.09253500000000002 -1.0000000180025095e-35
decision_type=2 2 2 2 2
left_child=1 -1 -3 4 -4
right_child=-2 2 3 -5 -6
leaf_value=0.014793769216489998 -0.0084134241998568959 0.015849676974182554 -0.0069484178596531804 -0.016614371145188028 0.018134314552509717
leaf_weight=0.0010268765788397066 0.0012087455125334746 0.0011752866443908759 0.0016241932386961157 0.001951403172206728 0.0010556119512549742
leaf_count=355 435 316 1325 596 94
internal_value=0 0.00135441 -0.00102234 -0.00530404 0.00293201
internal_weight=0 0.00683337 0.0058065 0.00463121 0.00267981
internal_count=3121 2686 2331 2015 1419
is_linear=0
shrinkage=0.1


Tree=8100
num_leaves=7
num_cat=0
split_feature=50 160 43 151 16 12
split_gain=2.93733e-05 3.62374e-05 3.78283e-05 5.52466e-05 9.14591e-05 3.20547e-05
threshold=0.079410000000000008 -0.027994999999999996 -0.15323999999999996 -0.0083949999999999979 -0.056919999999999991 0.084100000000000022
decision_type=2 2 2 2 2 2
left_child=1 -1 -3 -4 5 -5
right_child=-2 2 3 4 -6 -7
leaf_value=0.00030974170859831711 -0.00031696054420745945 0.00028936796281800502 -0.00051561915157764414 0.00044068195268351541 -0.00035297947948655518 -1.3742524284652861e-05
leaf_weight=0.0014674094767357518 0.0010512140971251976 0.0011470258068115311 0.0010094588868144235 0.0013564560774296387 0.0016959260915147935 0.0010656528012311644
leaf_count=625 609 176 281 228 570 632
internal_value=0 3.2347e-05 -3.25268e-05 -0.000104535 -3.76543e-06 0.000240749
internal_weight=0 0.00774193 0.00627452 0.00512749 0.00411803 0.00242211
internal_count=3121 2512 1887 1711 1430 860
is_linear=0
shrinkage=0.00196078


Tree=8101
num_leaves=7
num_cat=0
split_feature=50 160 42 0 0 0
split_gain=2.74653e-05 3.20231e-05 4.45561e-05 3.41559e-05 5.05379e-05 2.3685e-05
threshold=0.079410000000000008 -0.027994999999999996 0.088060000000000013 -0.019414999999999998 -0.10607499999999999 -0.23001499999999997
decision_type=2 2 2 2 2 2
left_child=1 -1 3 4 5 -3
right_child=-2 2 -4 -5 -6 -7
leaf_value=0.00028508552258937431 -0.00030407204173002391 -0.00026266018685788903 0.00023119544969715122 0.000138706688760239 -0.00055023815483829571 0.0001451350382662669
leaf_weight=0.0015395194353910457 0.0010671663728497585 0.0010698348310283767 0.001825684669412065 0.0013198127615463304 0.0012324333278184866 0.001121718856625948
leaf_count=625 609 79 551 194 824 239
internal_value=0 3.05484e-05 -2.91008e-05 -0.000129278 -0.000232575 -5.39354e-05
internal_weight=0 0.008109 0.00656948 0.0047438 0.00342399 0.00219155
internal_count=3121 2512 1887 1336 1142 318
is_linear=0
shrinkage=0.00196078


Tree=8102
num_leaves=7
num_cat=0
split_feature=4 16 160 16 43 2
split_gain=9.91593e-06 1.54726e-05 2.23553e-05 4.54659e-05 6.32152e-05 1.49393e-05
threshold=0.27287000000000006 -0.092484999999999984 -0.027994999999999996 -0.056919999999999991 -0.074359999999999996 0.091545000000000015
decision_type=2 2 2 2 2 2
left_child=1 5 -3 -4 -5 -1
right_child=-2 2 3 4 -6 -7
leaf_value=-0.00052108062212145965 0.0080178672763473961 0.014439929841775601 0.014115808819999298 0.006907851688547165 -0.024755776019658334 -0.017596209818592053
leaf_weight=0.0010458290921419419 0.0012640598292565858 0.0010430569796284158 0.0011753769625498308 0.0012029140367646721 0.0013250760711900989 0.0010045671808472825
leaf_count=298 352 600 776 446 443 206
internal_value=0 -0.00162756 0.00150836 -0.00213383 -0.00968902 -0.00888684
internal_weight=0 0.00679682 0.00474642 0.00370337 0.00252799 0.0020504
internal_count=3121 2769 2265 1665 889 504
is_linear=0
shrinkage=0.1


Tree=8103
num_leaves=8
num_cat=0
split_feature=50 15 4 0 49 0 2
split_gain=2.83883e-05 4.32724e-05 4.00552e-05 3.80948e-05 5.34617e-05 3.9143e-05 3.65199e-05
threshold=0.079410000000000008 -0.15026499999999995 0.23246000000000003 -0.10011499999999998 -0.006494999999999999 -0.060129999999999996 0.10097500000000002
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 -5 -7
right_child=-2 2 -4 5 -6 6 -8
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leaf_weight=0.0010164603815762743 0.0010815681677346428 0.0011222306589793226 0.0010082093950739782 0.0010120270904056422 0.0010870153043594445 0.0015461338819078704 0.001115924422579977
leaf_count=318 609 143 169 1311 173 175 223
internal_value=0 3.74662e-05 -1.82382e-05 4.36439e-05 0.000247116 -7.87046e-05 4.60826e-05
internal_weight=0 0.007908 0.00689154 0.00588333 0.00220925 0.00367409 0.00266206
internal_count=3121 2512 2194 2025 316 1709 398
is_linear=0
shrinkage=0.00196078


Tree=8104
num_leaves=7
num_cat=0
split_feature=50 51 16 15 49 15
split_gain=3.73573e-05 2.50861e-05 4.3494e-05 4.20151e-05 4.12395e-05 2.5017e-05
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decision_type=2 2 2 2 2 2
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right_child=-2 2 3 -5 5 -7
leaf_value=-0.00019833751530967466 -0.00036014570136859474 0.00024523220806350725 0.00059344068620728271 9.2581509859361721e-05 9.5307911889315212e-06 -0.00039823636114889741
leaf_weight=0.0014272787309478722 0.0010363340668973903 0.0011597783631047392 0.00100111358089301 0.0018047478232579204 0.0010869228370034936 0.0012365313923222141
leaf_count=497 609 196 402 477 289 651
internal_value=0 3.63445e-05 8.96044e-05 0.000271285 -5.67454e-05 -0.000207481
internal_weight=0 0.00771637 0.00628909 0.00280586 0.00348323 0.00232345
internal_count=3121 2512 2015 879 1136 940
is_linear=0
shrinkage=0.00196078


Tree=8105
num_leaves=6
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split_feature=3 13 0 151 4
split_gain=1.04773e-05 3.66201e-05 3.04001e-05 5.03629e-05 2.4576e-05
threshold=-0.14477499999999996 -0.091054999999999983 -0.053834999999999994 -0.0083949999999999979 0.053180000000000012
decision_type=2 2 2 2 2
left_child=-1 -2 3 -3 -5
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leaf_value=-0.009682610992457194 0.0137469796993863 -0.017976283179767894 -0.0171129800397837 -0.00086252253875597105 0.016966085176669261
leaf_weight=0.0010021430158618991 0.0017594060978531351 0.0010349828030010973 0.0011725004330483653 0.0016492363566996645 0.0014555322990895752
leaf_count=277 412 396 314 1406 316
internal_value=0 0.00124279 -0.00289857 0.00112737 0.00749562
internal_weight=0 0.00707166 0.00531225 0.00413975 0.00310477
internal_count=3121 2844 2432 2118 1722
is_linear=0
shrinkage=0.1


Tree=8106
num_leaves=7
num_cat=0
split_feature=50 3 3 43 3 3
split_gain=3.69475e-05 3.07033e-05 5.18168e-05 5.89097e-05 4.25638e-05 5.83189e-05
threshold=0.079410000000000008 -0.10519499999999998 -0.076669999999999988 -0.067899999999999974 0.090900000000000009 0.12178000000000001
decision_type=2 2 2 2 2 2
left_child=1 -1 -3 -4 -5 -6
right_child=-2 2 3 4 5 -7
leaf_value=0.00026247903683535739 -0.00035098914995365795 -0.00042405888473764626 0.00046989622474304587 -0.0003210100766481364 0.00044225023244643763 -0.00016170584073203019
leaf_weight=0.0018162340079547175 0.0010604191923874644 0.0010506199383036891 0.0010414614399563886 0.0014542158488659316 0.0010873687232133553 0.0014140714466145843
leaf_count=348 609 1151 333 384 127 169
internal_value=0 3.89097e-05 -2.82318e-05 5.4989e-05 -5.42495e-05 0.000100832
internal_weight=0 0.00786397 0.00604774 0.00499712 0.00395566 0.00250144
internal_count=3121 2512 2164 1013 680 296
is_linear=0
shrinkage=0.00196078


Tree=8107
num_leaves=7
num_cat=0
split_feature=131 16 12 49 0 16
split_gain=1.04366e-05 4.18089e-05 4.43544e-05 4.68854e-05 4.90883e-05 3.05908e-05
threshold=1.0000000180025095e-35 0.0065250000000000004 0.089795000000000014 -0.006494999999999999 -0.10224499999999999 0.31475000000000003
decision_type=2 2 2 2 2 2
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right_child=-2 5 -4 4 -6 -7
leaf_value=-0.01573153927406289 -0.0096655320358350737 0.021552206122444916 -0.022588959514431396 -0.0048945884820358367 0.023607330043735747 -0.00089526708792261607
leaf_weight=0.0011485986681955534 0.0010006742052486002 0.0013900317131544744 0.0010368157126001707 0.0012574812718825854 0.0011632595223371456 0.0010778389472631616
leaf_count=336 531 389 642 227 746 250
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internal_weight=0 0.00707403 0.00460616 0.00356934 0.00242074 0.00246787
internal_count=3121 2590 1951 1309 973 639
is_linear=0
shrinkage=0.1


Tree=8108
num_leaves=8
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split_feature=50 484 133 0 42 16 0
split_gain=2.61442e-05 3.21912e-05 3.54235e-05 5.1308e-05 5.11002e-05 5.39577e-05 7.50787e-05
threshold=0.079410000000000008 0.049355000000000003 0.091410000000000005 -0.019414999999999998 0.088060000000000013 -0.27167499999999994 -0.10607499999999999
decision_type=2 2 2 2 2 2 2
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right_child=-2 -3 -4 -5 -6 6 -8
leaf_value=-0.00053868224075009799 -0.00030314613138897057 0.00035555068018952991 -0.00035021218752629975 0.00040650540272563982 0.00029732201443340801 0.00029112798080133166 -0.00041195319064109867
leaf_weight=0.0010735173754263666 0.001044414314237181 0.001000927167950162 0.0010614466505042431 0.0011689940229723536 0.0011907838176942048 0.0013663052308014365 0.0010197681978801492
leaf_count=183 609 372 417 222 415 171 732
internal_value=0 2.69973e-05 -2.07962e-05 3.92889e-05 -5.30206e-05 -0.000173608 -9.35725e-06
internal_weight=0 0.00788174 0.00688082 0.00581937 0.00465037 0.00345959 0.00238607
internal_count=3121 2512 2140 1723 1501 1086 903
is_linear=0
shrinkage=0.00196078


Tree=8109
num_leaves=7
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split_feature=457 15 43 52 2 12
split_gain=1.06506e-05 2.15911e-05 2.26881e-05 3.44673e-05 3.12092e-05 2.38584e-05
threshold=0.069910000000000014 0.088655000000000025 -0.04890499999999999 0.077655000000000016 0.10527500000000002 0.088305000000000008
decision_type=2 2 2 2 2 2
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leaf_value=0.020038921604178635 0.0093330487918855693 -0.015009688517274017 -0.021145594304528597 0.0096286447519396863 0.0010074701600981493 -0.000820783331180015
leaf_weight=0.0010216870377179504 0.0010414306787498015 0.0010129575789445365 0.0013344775376361495 0.0012600503336422978 0.0012148887260161137 0.0011834077038314738
leaf_count=614 267 662 418 410 270 480
internal_value=0 -0.00150321 0.000771535 -0.00390133 -0.0105887 0.00884415
internal_weight=0 0.00702747 0.00601451 0.00380942 0.00254937 0.00220509
internal_count=3121 2854 2192 1098 688 1094
is_linear=0
shrinkage=0.1


Tree=8110
num_leaves=7
num_cat=0
split_feature=50 15 16 48 0 52
split_gain=4.17999e-05 3.65179e-05 3.78685e-05 5.1345e-05 5.42049e-05 3.66911e-05
threshold=0.079410000000000008 -0.15026499999999995 -0.36241499999999999 0.09111000000000001 -0.10607499999999999 0.083680000000000018
decision_type=2 2 2 2 2 2
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right_child=-2 2 3 -5 5 -7
leaf_value=0.00039020714671469519 -0.00037191835224150745 -0.00033236789083438377 0.00029477325125387932 0.00046039169278847876 -0.00035399107162576977 5.4628356918406844e-05
leaf_weight=0.0010128398692423784 0.0010610877444510074 0.0011559484605795037 0.001413164193468723 0.0010003885235674512 0.0018008121983537225 0.0015915245524321716
leaf_count=318 609 216 177 224 939 638
internal_value=0 4.23367e-05 -8.27305e-06 5.6254e-05 -2.78776e-05 -0.000162286
internal_weight=0 0.00797468 0.00696184 0.00580589 0.0048055 0.00339234
internal_count=3121 2512 2194 1978 1754 1577
is_linear=0
shrinkage=0.00196078


Tree=8111
num_leaves=6
num_cat=0
split_feature=50 51 133 16 0
split_gain=2.59871e-05 2.87648e-05 3.10031e-05 6.74442e-05 4.55932e-05
threshold=0.079410000000000008 -0.076794999999999988 0.091410000000000005 0.0047850000000000011 -0.14001499999999997
decision_type=2 2 2 2 2
left_child=1 -1 3 4 -3
right_child=-2 2 -4 -5 -6
leaf_value=-0.00021647023906830218 -0.00029856888151452867 0.00023130753625414879 -0.00021670376656772176 0.00052030288729929398 -0.00019234424404024889
leaf_weight=0.0014664220929769319 0.0010414993265377851 0.001935695817994942 0.0010675336230917308 0.0013911957992801642 0.001971250804588885
leaf_count=497 609 256 392 314 1053
internal_value=0 3.11092e-05 8.81425e-05 0.000149567 1.75539e-05
internal_weight=0 0.0078321 0.00636568 0.00529814 0.00390695
internal_count=3121 2512 2015 1623 1309
is_linear=0
shrinkage=0.00196078


Tree=8112
num_leaves=7
num_cat=0
split_feature=50 484 42 3 48 42
split_gain=4.36386e-05 3.64663e-05 3.43153e-05 3.24098e-05 4.73738e-05 3.76998e-05
threshold=0.079410000000000008 0.073690000000000019 -1.0000000180025095e-35 -0.10831999999999999 0.089350000000000013 0.084050000000000014
decision_type=2 2 2 2 2 2
left_child=1 2 -1 -4 5 -5
right_child=-2 -3 3 4 -6 -7
leaf_value=-0.00029464732355679674 -0.00037510373855563549 0.00038895111327060731 0.00034835439239201682 5.4106401037912412e-06 0.00026762311173657429 -0.00044665974330293962
leaf_weight=0.0013036802882024469 0.0010906855498498827 0.0010217577835860154 0.001173960877583393 0.0019892605325937283 0.0015134978860595364 0.0011021910911980818
leaf_count=658 609 340 216 323 243 732
internal_value=0 4.26621e-05 -7.29474e-06 5.75299e-05 -1.66113e-05 -0.000155765
internal_weight=0 0.00810435 0.00708259 0.00577891 0.00460495 0.00309145
internal_count=3121 2512 2172 1514 1298 1055
is_linear=0
shrinkage=0.00196078


Tree=8113
num_leaves=6
num_cat=0
split_feature=51 49 42 1 4
split_gain=9.98877e-06 1.84041e-05 4.18976e-05 2.8442e-05 7.2936e-05
threshold=-0.076794999999999988 -0.047584999999999995 0.088915000000000008 0.10937500000000001 -1.0000000180025095e-35
decision_type=2 2 2 2 2
left_child=-1 -2 3 4 -3
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leaf_value=-0.0079339803401653423 0.011487760442284625 0.010069950867821954 -0.018907057484440031 0.016804029940276952 -0.021639793424875872
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leaf_count=537 337 1054 682 223 288
internal_value=0 0.00146715 -0.00125423 0.00321762 -0.00172583
internal_weight=0 0.00674886 0.00530747 0.00423472 0.00310497
internal_count=3121 2584 2247 1565 1342
is_linear=0
shrinkage=0.1


Tree=8114
num_leaves=8
num_cat=0
split_feature=50 133 16 52 0 0 13
split_gain=4.00489e-05 2.95345e-05 3.43723e-05 8.33402e-05 4.60768e-05 3.54058e-05 1.65252e-05
threshold=0.079410000000000008 0.091410000000000005 0.0047850000000000011 -0.07167999999999998 -0.14001499999999997 -0.23001499999999997 -0.012549999999999997
decision_type=2 2 2 2 2 2 2
left_child=1 2 4 -4 5 -1 -6
right_child=-2 -3 3 -5 6 -7 -8
leaf_value=-5.1442665649343628e-05 -0.0003700544991921011 -0.00025981573035665839 -5.823586997462538e-05 0.00067887696544041806 -4.7309739158299011e-05 0.00045221331565396892 -0.00039614273624711383
leaf_weight=0.0011408334747629867 0.0010338902163777057 0.0010792365277663765 0.001289738370969087 0.0010865229470644259 0.0010351291007230563 0.0010132024455915224 0.0010535205512548483
leaf_count=99 609 464 400 170 738 199 442
internal_value=0 4.09556e-05 8.99971e-05 0.000278802 -1.57495e-05 0.000185464 -0.000223262
internal_weight=0 0.00769818 0.00661895 0.00237626 0.00424269 0.00215404 0.00208865
internal_count=3121 2512 2048 570 1478 298 1180
is_linear=0
shrinkage=0.00196078


Tree=8115
num_leaves=6
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split_feature=16 12 4 4 52
split_gain=1.02903e-05 2.15383e-05 2.30009e-05 3.22925e-05 3.05236e-05
threshold=-0.48836499999999994 0.10388500000000002 0.055260000000000011 -0.059649999999999988 0.077655000000000016
decision_type=2 2 2 2 2
left_child=-1 2 3 4 -2
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leaf_value=0.0082302339918736526 -0.014358356566644047 -0.01512402100966425 -0.010166136071245703 0.013798139815478887 0.0081878440116488083
leaf_weight=0.0012528404217933926 0.001241874600578403 0.0010082324520182288 0.0014601405827672732 0.0019758654428837334 0.0011626072663602975
leaf_count=274 602 324 355 979 587
internal_value=0 -0.00162677 0.000703237 0.00432642 -0.00345689
internal_weight=0 0.00684872 0.00584049 0.00438035 0.00240448
internal_count=3121 2847 2523 2168 1189
is_linear=0
shrinkage=0.1


Tree=8116
num_leaves=8
num_cat=0
split_feature=484 160 49 52 4 1 16
split_gain=3.7518e-05 5.45514e-05 4.17508e-05 4.59063e-05 6.74623e-05 4.39622e-05 1.40777e-05
threshold=0.073690000000000019 -1.0000000180025095e-35 -0.081404999999999991 0.077655000000000016 0.0052350000000000009 0.11181500000000001 0.13751500000000003
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -3 4 -4 -6 -5
right_child=-2 2 3 6 5 -7 -8
leaf_value=-0.00046616503935580648 0.00033863120108625289 0.00037255751760259141 -0.00059277782330386839 0.00035444462711286547 0.0002005008178663497 -0.0002752925996045713 2.6491433770458003e-05
leaf_weight=0.0010596913170603161 0.0010744867409431874 0.0010456937822624305 0.0010745661410157246 0.0010080690145320651 0.0016091153703472934 0.0013929465484275431 0.0010048681471346299
leaf_count=613 394 173 788 612 300 205 36
internal_value=0 -5.1044e-05 1.06076e-05 -5.1546e-05 -0.000171175 -2.02657e-05 0.000190729
internal_weight=0 0.00819495 0.00713526 0.00608957 0.00407663 0.00300206 0.00201294
internal_count=3121 2727 2114 1941 1293 505 648
is_linear=0
shrinkage=0.00196078


Tree=8117
num_leaves=8
num_cat=0
split_feature=50 484 133 42 52 4 16
split_gain=3.46305e-05 3.02115e-05 4.55662e-05 5.09522e-05 7.62169e-05 5.72203e-05 4.74161e-05
threshold=0.079410000000000008 0.044540000000000003 0.091410000000000005 -1.0000000180025095e-35 0.070205000000000017 0.0052350000000000009 -0.094359999999999986
decision_type=2 2 2 2 2 2 2
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right_child=-2 -3 -4 4 -6 6 -8
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leaf_weight=0.0010729895688771172 0.0010492974678345127 0.0010046497230108342 0.0010390294881517867 0.00112842947017205 0.001196007903273448 0.0013666213181262538 0.0010121411260741566
leaf_count=532 609 376 415 539 288 239 123
internal_value=0 3.58508e-05 -1.09426e-05 5.70567e-05 0.000145018 -7.44505e-07 0.000171755
internal_weight=0 0.00781987 0.00681522 0.00577619 0.0047032 0.00350719 0.00237876
internal_count=3121 2512 2136 1721 1189 901 362
is_linear=0
shrinkage=0.00196078


Tree=8118
num_leaves=6
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split_feature=51 4 13 4 13
split_gain=1.06772e-05 1.87086e-05 2.74455e-05 3.84598e-05 2.38776e-05
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decision_type=2 2 2 2 2
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leaf_weight=0.00100531229040051 0.0012755000299653164 0.0010511713420833096 0.0015636766860706974 0.0015060237366749498 0.0017227555660428715
leaf_count=390 445 309 534 977 466
internal_value=0 0.00146243 -0.000763003 -0.00863374 0.00525144
internal_weight=0 0.00684894 0.00579777 0.00251134 0.00328643
internal_count=3121 2676 2367 1367 1000
is_linear=0
shrinkage=0.1


Tree=8119
num_leaves=7
num_cat=0
split_feature=50 160 3 42 52 16
split_gain=3.18089e-05 3.37993e-05 4.24228e-05 5.37523e-05 5.24193e-05 6.31716e-05
threshold=0.079410000000000008 -0.081639999999999976 0.12745000000000004 -1.0000000180025095e-35 -0.069804999999999992 -0.092484999999999984
decision_type=2 2 2 2 2 2
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right_child=-2 2 -4 4 5 -7
leaf_value=0.00035034784594357201 -0.00033162714996981464 -0.00033133672840109394 -0.00038047149527718402 -0.00017451521431910414 1.4666918043268987e-05 0.00056980052799446952
leaf_weight=0.0011117975313685016 0.0010380039013688494 0.0011450515189470557 0.0010514663564488063 0.0013809624825372505 0.0016272452993341079 0.0015282928793644783
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internal_value=0 3.36216e-05 -1.86782e-05 4.82777e-05 0.000144096 0.00028353
internal_weight=0 0.00784482 0.00673302 0.00568155 0.0045365 0.00315554
internal_count=3121 2512 2071 1933 1291 789
is_linear=0
shrinkage=0.00196078


Tree=8120
num_leaves=6
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split_feature=16 52 0 2 0
split_gain=8.64907e-06 3.48954e-05 3.76028e-05 3.70511e-05 4.57142e-05
threshold=0.38525000000000004 0.10160000000000001 -0.062294999999999996 0.11215000000000001 -0.10607499999999999
decision_type=2 2 2 2 2
left_child=1 2 3 4 -1
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leaf_weight=0.0018531775349947565 0.001154892369696796 0.0012956847474592586 0.0011123254772374535 0.0011759287045781663 0.0015348479742387038
leaf_count=297 311 591 301 221 1400
internal_value=0 -0.00142647 0.00195359 -0.00206454 0.00324365
internal_weight=0 0.00697196 0.00567628 0.00456395 0.00338803
internal_count=3121 2810 2219 1918 1697
is_linear=0
shrinkage=0.1


Tree=8121
num_leaves=6
num_cat=0
split_feature=4 150 13 0 4
split_gain=9.31471e-06 1.54557e-05 3.365e-05 3.37965e-05 3.54165e-05
threshold=0.27044500000000005 0.086615000000000011 -0.13710499999999998 -0.10011499999999998 -0.082109999999999975
decision_type=2 2 2 2 2
left_child=1 2 -1 -4 -5
right_child=-2 -3 3 4 -6
leaf_value=-0.016166718032918713 0.0076502658919407997 -0.01277058936448916 0.015473109471841799 0.0081998502717323483 -0.013200043249833213
leaf_weight=0.0010054525876161905 0.0013049334004762549 0.001043620826724905 0.0016615111212437425 0.0015903164774293314 0.0015054513410321913
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internal_value=0 -0.00157286 0.000455029 0.00396804 -0.00220678
internal_weight=0 0.00680635 0.00576273 0.00475728 0.00309577
internal_count=3121 2756 2487 2357 2060
is_linear=0
shrinkage=0.1


Tree=8122
num_leaves=7
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split_feature=1 42 151 4 4 13
split_gain=1.00497e-05 2.04888e-05 2.03475e-05 6.69107e-05 2.11077e-05 2.76252e-05
threshold=0.12408500000000001 0.091735000000000025 -0.0083949999999999979 0.16173500000000005 -0.0029599999999999995 -0.076599999999999988
decision_type=2 2 2 2 2 2
left_child=1 2 -1 4 5 -4
right_child=-2 -3 3 -5 -6 -7
leaf_value=-0.010837628500637488 0.0084256890336909633 -0.014645543156450461 0.013970545212561448 0.025373819109160187 -0.014117272002013332 -0.0073461623527317083
leaf_weight=0.0012101935852831727 0.0011856426495746213 0.0010172535034009712 0.0011148382688330007 0.001092913665214332 0.0011412270186248168 0.0013370923287042249
leaf_count=453 289 578 468 148 368 817
internal_value=0 -0.00153917 0.000722009 0.00370732 -0.00288287 0.00234607
internal_weight=0 0.00691352 0.00589626 0.00468607 0.00359316 0.00245193
internal_count=3121 2832 2254 1801 1653 1285
is_linear=0
shrinkage=0.1


Tree=8123
num_leaves=8
num_cat=0
split_feature=50 15 16 48 0 52 4
split_gain=3.74131e-05 4.21334e-05 4.90761e-05 7.34436e-05 7.27077e-05 4.53238e-05 6.6651e-05
threshold=0.079410000000000008 -0.15026499999999995 -0.094359999999999986 0.087555000000000008 -0.11756999999999999 1.0000000180025095e-35 -0.0019149999999999998
decision_type=2 2 2 2 2 2 2
left_child=1 -1 4 5 -3 6 -4
right_child=-2 2 3 -5 -6 -7 -8
leaf_value=0.00042487560363684788 -0.00033838416218392721 -0.00060951042650687611 -0.00057714161087855053 0.00057139614437807715 0.0001054656382857783 0.00022389352910624527 0.00012712987037396582
leaf_weight=0.0010051983509146434 0.0010855086032865403 0.0010801238091183646 0.001001287175705188 0.0010275304954709785 0.0011075643825061824 0.00162398065888983 0.0010673761862698991
leaf_count=318 609 162 654 262 239 678 199
internal_value=0 4.98017e-05 -4.77718e-06 0.000107737 -0.000247538 -2.12829e-05 -0.000213756
internal_weight=0 0.00791306 0.00690786 0.00472017 0.00218769 0.00369264 0.00206866
internal_count=3121 2512 2194 1793 401 1531 853
is_linear=0
shrinkage=0.00196078


Tree=8124
num_leaves=8
num_cat=0
split_feature=11 3 3 13 13 49 47
split_gain=5.34156e-05 4.43112e-05 4.80446e-05 5.06039e-05 4.00241e-05 3.30178e-05 3.51378e-05
threshold=0.076920000000000002 -0.10519499999999998 -0.078934999999999991 -0.010384999999999998 -0.10278499999999999 -0.015259999999999998 0.09055500000000001
decision_type=2 2 2 2 2 2 2
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right_child=-2 2 3 5 -6 6 -8
leaf_value=0.00038191968643603924 -0.00044483586692762255 -0.00037317490274463777 3.1385133574903442e-05 -0.00035165409456208832 0.00054762780655860112 0.00025478946668779318 -0.00022014793679768274
leaf_weight=0.0012002380959062232 0.0010068174138771818 0.0012580684019148931 0.001222034532670711 0.0012624155438965877 0.0010945626112282122 0.0013218217564750136 0.0010950862800659777
leaf_count=195 226 1329 201 162 632 282 94
internal_value=0 3.29366e-05 -2.48058e-05 4.82892e-05 0.000275303 -9.46447e-05 3.95982e-05
internal_weight=0 0.00845423 0.00725399 0.00599592 0.0023166 0.00367932 0.00241691
internal_count=3121 2895 2700 1371 833 538 376
is_linear=0
shrinkage=0.00196078


Tree=8125
num_leaves=6
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split_feature=50 15 42 16 12
split_gain=4.24108e-05 2.876e-05 4.59091e-05 5.92354e-05 3.94998e-05
threshold=0.079410000000000008 -0.10653 0.091295000000000015 -0.084119999999999986 0.051320000000000005
decision_type=2 2 2 2 2
left_child=1 -1 3 -3 -5
right_child=-2 2 -4 4 -6
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leaf_weight=0.0016401554910993373 0.0010572688671644766 0.0015431257266848015 0.0012300935081015875 0.0018880665983985251 0.0015255432406189235
leaf_count=455 609 480 450 293 834
internal_value=0 4.82195e-05 -1.29782e-05 -9.71209e-05 4.69965e-05
internal_weight=0 0.00782698 0.00618683 0.00495674 0.00341361
internal_count=3121 2512 2057 1607 1127
is_linear=0
shrinkage=0.00196078


Tree=8126
num_leaves=6
num_cat=0
split_feature=42 160 43 16 0
split_gain=9.86522e-06 2.22252e-05 2.53371e-05 4.53476e-05 6.72862e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.074359999999999996 -0.056919999999999991 -0.20211999999999997
decision_type=2 2 2 2 2
left_child=-1 -2 -3 4 -4
right_child=1 2 3 -5 -6
leaf_value=-0.0076990586030735086 -0.0090970308586219416 0.015852231959354559 -0.011831486821654651 -0.015078565057843416 0.021712990699196938
leaf_weight=0.0014063416167223114 0.0015271677858231083 0.0014496109656192092 0.001003883954450375 0.0012705787738794276 0.0014789045929196633
leaf_count=862 828 482 89 322 538
internal_value=0 0.00150998 0.00462333 0.000286542 0.00814971
internal_weight=0 0.00673015 0.00520298 0.00375337 0.00248279
internal_count=3121 2259 1431 949 627
is_linear=0
shrinkage=0.1


Tree=8127
num_leaves=7
num_cat=0
split_feature=13 15 52 2 15 4
split_gain=1.01909e-05 1.94921e-05 3.2554e-05 4.48684e-05 4.91391e-05 9.77627e-06
threshold=-0.23438999999999996 -0.11713499999999999 -0.088204999999999992 0.09678500000000001 0.084050000000000014 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2
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right_child=1 2 3 -5 -6 -7
leaf_value=0.0093058411725814427 -0.012563971356972693 -0.01290623961735865 0.027853236332594414 -0.0094964936822377263 -0.0057075452734586668 0.013979973713539942
leaf_weight=0.0010139058595904941 0.001283927435355145 0.0012988353711578804 0.0010200965194302554 0.0014430403990450405 0.0010488120784361895 0.0010117152883248415
leaf_count=169 417 592 440 423 841 239
internal_value=0 -0.00141105 0.00104829 0.00505492 0.0118712 0.0209452
internal_weight=0 0.00710643 0.0058225 0.00452366 0.00308062 0.00203181
internal_count=3121 2952 2535 1943 1520 679
is_linear=0
shrinkage=0.1


Tree=8128
num_leaves=6
num_cat=0
split_feature=1 47 1 12 16
split_gain=1.03447e-05 2.10544e-05 3.93889e-05 5.64974e-05 2.41419e-05
threshold=0.12408500000000001 0.092530000000000015 0.095285000000000022 0.088245000000000004 -0.029084999999999996
decision_type=2 2 2 2 2
left_child=1 2 3 4 -1
right_child=-2 -3 -4 -5 -6
leaf_value=-0.0053152607343885409 0.0085678456979528302 -0.014043782785916087 0.013387892734781318 0.0074696691865549017 -0.027024489366306966
leaf_weight=0.0010216474761916561 0.0011851810628965261 0.0011277635187978193 0.001756978959270291 0.0019856186905791518 0.0010273706612340377
leaf_count=567 289 264 489 1031 481
internal_value=0 -0.00154326 0.000890886 -0.00455123 -0.0162002
internal_weight=0 0.00691938 0.00579162 0.00403464 0.00204902
internal_count=3121 2832 2568 2079 1048
is_linear=0
shrinkage=0.1


Tree=8129
num_leaves=7
num_cat=0
split_feature=50 160 4 2 2 47
split_gain=5.39229e-05 2.94639e-05 4.43144e-05 5.93334e-05 4.58897e-05 4.40315e-05
threshold=0.079410000000000008 -0.081639999999999976 0.0052350000000000009 0.091545000000000015 0.11215000000000001 0.090280000000000013
decision_type=2 2 2 2 2 2
left_child=1 -1 3 -3 5 -4
right_child=-2 2 4 -5 -6 -7
leaf_value=0.00034398395433974662 -0.00042072249023245446 -0.00048601480046445031 0.00052453217581497301 6.4661311273330214e-05 -0.00018197774134224269 2.2046301910703308e-05
leaf_weight=0.0011220211810519546 0.0010626870030956475 0.001330787232757321 0.0013923875487031607 0.0017304076588642839 0.0011753318779965001 0.0012931387356026553
leaf_count=441 609 873 318 520 259 101
internal_value=0 4.9234e-05 1.45692e-06 -0.000174733 0.000141154 0.000282574
internal_weight=0 0.00804407 0.00692205 0.00306119 0.00386086 0.00268553
internal_count=3121 2512 2071 1393 678 419
is_linear=0
shrinkage=0.00196078


Tree=8130
num_leaves=8
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split_feature=50 15 16 48 0 52 4
split_gain=4.74774e-05 5.02563e-05 4.07736e-05 8.1611e-05 6.498e-05 4.7872e-05 3.19096e-05
threshold=0.079410000000000008 -0.15026499999999995 -0.094359999999999986 0.087555000000000008 -0.11756999999999999 1.0000000180025095e-35 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2
left_child=1 -1 4 5 -3 6 -4
right_child=-2 2 3 -5 -6 -7 -8
leaf_value=0.00045504645607917504 -0.00039792088185583473 -0.00058042754702401929 -0.00049648836789821808 0.00058394111552760575 9.8995344502643802e-05 0.00020393763707943072 -4.8200995961572581e-06
leaf_weight=0.0010110411013632354 0.0010447838333317505 0.0010667560514980305 0.0010007169046324276 0.0010076844231684478 0.0010985158473285242 0.0016312627208049401 0.0010297026407444804
leaf_count=318 609 162 666 262 239 678 187
internal_value=0 4.70247e-05 -1.33335e-05 8.97973e-05 -0.000235733 -4.61896e-05 -0.000247145
internal_weight=0 0.00784568 0.00683464 0.00466937 0.00216527 0.00366168 0.00203042
internal_count=3121 2512 2194 1793 401 1531 853
is_linear=0
shrinkage=0.00196078


Tree=8131
num_leaves=7
num_cat=0
split_feature=50 160 42 49 12 15
split_gain=3.45093e-05 3.14355e-05 3.06844e-05 3.6794e-05 2.93126e-05 0.000104839
threshold=0.079410000000000008 -0.081639999999999976 0.090310000000000015 -0.054984999999999992 0.089795000000000014 -0.040439999999999997
decision_type=2 2 2 2 2 2
left_child=1 -1 3 -3 5 -5
right_child=-2 2 -4 4 -6 -7
leaf_value=0.00034822196801093932 -0.00034394271492283975 -0.00039417852584291692 0.00023378796523485502 -0.00024074006550774729 -0.00025877543343799203 0.00052199252258960179
leaf_weight=0.0010915634154942669 0.0010193494042481967 0.0011411152844320663 0.0015149422431557369 0.0014884563067948126 0.0011416818848482882 0.0012962014848367557
leaf_count=441 609 223 534 359 424 531
internal_value=0 4.00466e-05 -1.10584e-05 -8.42565e-05 5.81641e-06 0.000114296
internal_weight=0 0.00767396 0.0065824 0.00506745 0.00392634 0.00278466
internal_count=3121 2512 2071 1537 1314 890
is_linear=0
shrinkage=0.00196078


Tree=8132
num_leaves=6
num_cat=0
split_feature=12 160 4 13 16
split_gain=1.09407e-05 3.14242e-05 3.78531e-05 4.52943e-05 2.9142e-05
threshold=-0.010834999999999999 -1.0000000180025095e-35 0.0061450000000000003 -0.074044999999999986 -0.094359999999999986
decision_type=2 2 2 2 2
left_child=-1 -2 3 -3 -4
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leaf_value=0.0089767742662805652 -0.014416705235785164 0.008936600605580193 0.0017226359553314042 -0.017128891548620639 0.022713320690772261
leaf_weight=0.0011481123158366014 0.0014937644938812873 0.0011367557808623962 0.0016267868478982074 0.0016121438268491346 0.0011145404557783257
leaf_count=421 870 480 253 933 164
internal_value=0 -0.0015569 0.00194195 -0.00635 0.0102568
internal_weight=0 0.00698399 0.00549023 0.0027489 0.00274133
internal_count=3121 2700 1830 1413 417
is_linear=0
shrinkage=0.1


Tree=8133
num_leaves=6
num_cat=0
split_feature=2 150 43 1 0
split_gain=9.13702e-06 3.72767e-05 3.65127e-05 6.53436e-05 2.76671e-05
threshold=0.089775000000000008 0.083555000000000004 0.05259500000000001 0.10557500000000002 -0.077999999999999986
decision_type=2 2 2 2 2
left_child=4 2 3 -2 -1
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leaf_value=-0.012121117920133751 -0.023948714367845372 0.019745121804045876 0.01343262014893204 0.007001803393516544 0.0065080239569813292
leaf_weight=0.0018656129361154428 0.0013270215790223664 0.0010135542157995521 0.0011154862824404861 0.001403647344245649 0.0013920888285475091
leaf_count=1283 730 216 237 256 399
internal_value=0 0.00268416 -0.00181181 -0.0080392 -0.00416047
internal_weight=0 0.00485971 0.00384616 0.00273067 0.0032577
internal_count=3121 1439 1223 986 1682
is_linear=0
shrinkage=0.1


Tree=8134
num_leaves=7
num_cat=0
split_feature=12 51 51 48 0 2
split_gain=9.41458e-06 2.61223e-05 2.92665e-05 2.59522e-05 5.6918e-05 3.12489e-05
threshold=-0.010834999999999999 -0.071649999999999978 0.087505000000000013 0.085845000000000019 -0.10607499999999999 0.09142500000000002
decision_type=2 2 2 2 2 2
left_child=-1 -2 3 4 -3 -6
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leaf_value=0.0083567296219546183 -0.016336728154069832 0.026686744860870765 -0.013414739522922856 -0.0097942918013322194 -0.010421619250270584 0.01129772074567564
leaf_weight=0.0011423234301421552 0.0010066441774950413 0.0011632310521920322 0.0011286304801338522 0.0010083298082665896 0.0013604063996603051 0.0012911302055660396
leaf_count=421 480 200 378 235 1010 397
internal_value=0 -0.00143847 0.00108135 0.00447351 0.00824481 0.000154322
internal_weight=0 0.00695837 0.00595173 0.0048231 0.00381477 0.00265154
internal_count=3121 2700 2220 1842 1607 1407
is_linear=0
shrinkage=0.1


Tree=8135
num_leaves=7
num_cat=0
split_feature=15 43 16 3 0 13
split_gain=9.33073e-06 2.3721e-05 3.10765e-05 4.19894e-05 4.53958e-05 6.36436e-05
threshold=-0.11713499999999999 -0.17390999999999998 0.22339500000000004 0.090900000000000009 -0.10224499999999999 -0.017449999999999997
decision_type=2 2 2 2 2 2
left_child=-1 -2 3 4 -3 -6
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leaf_value=-0.0072305860564096857 0.01443639939070452 -0.021208845059097696 -0.016586125195215622 0.017452345830363477 -0.01281088173144315 0.022513410313123858
leaf_weight=0.0014788693361041973 0.0011755020895939054 0.0010153117731119621 0.001060630232873427 0.0013129869937518121 0.0010307998733169034 0.0010095963631142238
leaf_count=484 184 221 385 182 1077 588
internal_value=0 0.00155695 -0.00123158 0.0024962 -0.00393021 0.00466772
internal_weight=0 0.00660483 0.00542933 0.0043687 0.00305571 0.0020404
internal_count=3121 2637 2453 2068 1886 1665
is_linear=0
shrinkage=0.1


Tree=8136
num_leaves=7
num_cat=0
split_feature=4 0 15 15 2 16
split_gain=2.75165e-05 5.62632e-05 3.25165e-05 8.43399e-05 5.12482e-05 3.72431e-05
threshold=-0.46376499999999993 -0.019414999999999998 -0.0063699999999999989 -0.074054999999999996 0.10444500000000002 -0.014034999999999997
decision_type=2 2 2 2 2 2
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leaf_value=-0.00030195255410456163 -0.00021160567520599394 0.00045358456606402555 -5.3012757279280435e-05 -0.00063188102111099028 0.00027262992554996667 0.00043232384721497865
leaf_weight=0.0010535548662152028 0.0017840214066368678 0.0010698098088631732 0.0014649119294183313 0.0010001485994090738 0.0015884445292982114 0.0010390470409781867
leaf_count=183 670 196 952 505 334 281
internal_value=0 3.52825e-05 -2.9794e-05 -0.000131826 1.64712e-05 0.000148383
internal_weight=0 0.00794638 0.00687657 0.00437261 0.00337247 0.00250396
internal_count=3121 2938 2742 1509 1004 1233
is_linear=0
shrinkage=0.00196078


Tree=8137
num_leaves=7
num_cat=0
split_feature=52 42 49 12 15 12
split_gain=2.20087e-05 2.18056e-05 3.83525e-05 5.09997e-05 0.000146024 5.63746e-05
threshold=0.15116000000000002 0.090310000000000015 -0.054984999999999992 0.084100000000000022 -0.016799999999999995 0.095110000000000014
decision_type=2 2 2 2 2 2
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right_child=-2 -3 3 5 -6 -7
leaf_value=-0.000338007706798982 -0.00028191008346636199 0.00022604228585247654 -0.00010848607993066203 -0.00051012136070655446 0.00078362323238171609 0.00012880950629342395
leaf_weight=0.0012270397102502033 0.0010067640587092521 0.0016575804459073524 0.0019847244575946325 0.0010477807043790515 0.0010943975763557236 0.0010763147169069224
leaf_count=274 377 653 373 854 264 326
internal_value=0 2.55147e-05 -2.61769e-05 4.736e-05 0.000208592 -0.000186364
internal_weight=0 0.00808784 0.00643026 0.00520322 0.00307912 0.0021241
internal_count=3121 2744 2091 1817 637 1180
is_linear=0
shrinkage=0.00196078


Tree=8138
num_leaves=7
num_cat=0
split_feature=50 160 42 47 2 0
split_gain=2.57595e-05 3.57533e-05 3.395e-05 3.78665e-05 4.39098e-05 1.89657e-05
threshold=0.079410000000000008 -0.027994999999999996 0.090310000000000015 0.09550500000000002 0.089775000000000008 -0.10011499999999998
decision_type=2 2 2 2 2 2
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leaf_value=0.00031503139547646951 -0.00029712139530351926 -0.00054298368453778575 0.00022937099462055853 0.00021306039422961306 9.8381612581219507e-05 -0.00024119136708135227
leaf_weight=0.001430536757699964 0.0010126200028542877 0.0010592721721727591 0.0014812220757465218 0.0010659965149533161 0.0012944387467190917 0.0012363185173473643
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internal_value=0 3.58793e-05 -2.91885e-05 -0.000111444 -0.0002078 -6.75056e-05
internal_weight=0 0.00756778 0.00613725 0.00465603 0.00359003 0.00253076
internal_count=3121 2512 1887 1417 1296 628
is_linear=0
shrinkage=0.00196078


Tree=8139
num_leaves=6
num_cat=0
split_feature=4 2 4 4 43
split_gain=2.73269e-05 4.38809e-05 7.71902e-05 2.02013e-05 5.80682e-05
threshold=-0.46376499999999993 0.099185000000000009 0.033845000000000007 0.053180000000000012 -0.0030899999999999994
decision_type=2 2 2 2 2
left_child=-1 3 -3 4 -2
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leaf_value=-0.00030288657736778627 0.00010268531167968018 0.00061105653915483158 -2.4056814768394454e-05 6.9414263023405136e-05 -0.00044827838963462527
leaf_weight=0.0010680047339503189 0.0013961051429677923 0.0011689766228078092 0.0019851392055868803 0.0019560045152332895 0.0015541545510423286
leaf_count=183 1307 378 442 309 502
internal_value=0 3.08912e-05 0.000211329 -8.51075e-05 -0.000187554
internal_weight=0 0.00806038 0.00315412 0.00490626 0.00295026
internal_count=3121 2938 820 2118 1809
is_linear=0
shrinkage=0.00196078


Tree=8140
num_leaves=6
num_cat=0
split_feature=42 43 16 48 16
split_gain=9.72257e-06 1.80248e-05 1.95207e-05 2.13661e-05 1.99499e-05
threshold=-1.0000000180025095e-35 -0.052894999999999991 0.064860000000000015 0.092150000000000024 -0.088159999999999988
decision_type=2 2 2 2 2
left_child=-1 -2 3 4 -3
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internal_weight=0 0.00671498 0.00480023 0.0037083 0.00258983
internal_count=3121 2259 1218 993 847
is_linear=0
shrinkage=0.1


Tree=8141
num_leaves=7
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split_feature=16 43 4 15 151 16
split_gain=1.04168e-05 3.31217e-05 3.45511e-05 4.17729e-05 2.94919e-05 4.80186e-05
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decision_type=2 2 2 2 2 2
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leaf_count=485 311 399 419 708 378 421
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internal_weight=0 0.00695784 0.00584438 0.00476984 0.00332343 0.00228584
internal_count=3121 2810 2411 1926 1218 799
is_linear=0
shrinkage=0.1


Tree=8142
num_leaves=7
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split_feature=50 160 49 16 2 0
split_gain=3.9751e-05 2.56003e-05 2.81168e-05 3.69713e-05 4.81047e-05 3.58195e-05
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decision_type=2 2 2 2 2 2
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leaf_count=625 609 172 156 271 353 935
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internal_weight=0 0.00769447 0.00624036 0.00523601 0.00415421 0.00257184
internal_count=3121 2512 1887 1715 1444 1091
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Tree=8143
num_leaves=7
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split_feature=16 160 43 151 2 1
split_gain=1.10361e-05 7.31152e-05 4.75559e-05 2.76431e-05 6.9137e-05 2.31411e-05
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decision_type=2 2 2 2 2 2
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leaf_value=-0.017650157919558047 0.026653161544283235 0.0094241590156748361 -0.018098726316071026 -0.01967846326278877 0.019067374937260826 0.00079406646346000275
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leaf_count=247 405 412 401 967 378 311
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internal_weight=0 0.0035423 0.00251759 0.00456623 0.00352837 0.00221255
internal_count=3121 1218 813 1903 1656 1278
is_linear=0
shrinkage=0.1


Tree=8144
num_leaves=6
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split_feature=15 48 49 0 4
split_gain=9.91091e-06 2.1086e-05 3.44315e-05 7.06378e-05 2.56568e-05
threshold=-0.11713499999999999 0.092475000000000016 -0.052259999999999994 -0.10011499999999998 -0.082109999999999975
decision_type=2 2 2 2 2
left_child=-1 2 -2 -4 -5
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leaf_count=484 283 224 237 620 1273
internal_value=0 0.00160776 -0.000847499 0.00285873 -0.00568218
internal_weight=0 0.00660565 0.00555634 0.00454817 0.00309465
internal_count=3121 2637 2413 2130 1893
is_linear=0
shrinkage=0.1


Tree=8145
num_leaves=7
num_cat=0
split_feature=484 42 47 4 3 4
split_gain=2.12123e-05 2.27317e-05 2.69753e-05 3.92034e-05 7.10407e-05 6.66464e-06
threshold=0.064170000000000019 0.091295000000000015 0.09550500000000002 0.033845000000000007 -0.078934999999999991 -0.033174999999999989
decision_type=2 2 2 2 2 2
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right_child=-2 -3 -4 -5 5 -7
leaf_value=-0.00042041156278909894 0.00026699533105521331 0.000181839002393557 0.00015165784446501075 -0.00042160680700004984 7.2812735795239889e-05 0.00029794235249075635
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leaf_count=1040 406 640 212 383 195 245
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internal_weight=0 0.00755936 0.00608029 0.00469875 0.0031991 0.00202223
internal_count=3121 2715 2075 1863 1480 440
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Tree=8146
num_leaves=8
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split_feature=50 15 16 48 0 13 0
split_gain=2.60049e-05 2.7869e-05 5.56109e-05 7.13891e-05 6.2436e-05 3.71924e-05 3.41904e-05
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decision_type=2 2 2 2 2 2 2
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right_child=-2 2 3 -5 -6 6 -8
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leaf_weight=0.0010141477057942902 0.0010115410814592173 0.0010478182240083282 0.0013236082775320173 0.0010804025335794942 0.0010561101255367866 0.0010732863654694964 0.0010127593233128199
leaf_count=367 609 154 781 271 237 511 191
internal_value=0 3.58289e-05 -1.07112e-05 0.00011255 -0.000273766 -2.66242e-05 0.0001365
internal_weight=0 0.00760813 0.00659398 0.00449006 0.00210393 0.00340965 0.00208605
internal_count=3121 2512 2145 1754 391 1483 702
is_linear=0
shrinkage=0.00196078


Tree=8147
num_leaves=7
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split_feature=16 52 0 13 49 13
split_gain=9.97011e-06 3.26506e-05 4.48612e-05 2.2519e-05 2.24043e-05 3.25964e-05
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decision_type=2 2 2 2 2 2
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leaf_count=233 311 591 587 435 640 324
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internal_weight=0 0.00693028 0.00565517 0.00201132 0.00364386 0.00251996
internal_count=3121 2810 2219 1022 1197 964
is_linear=0
shrinkage=0.1


Tree=8148
num_leaves=7
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split_feature=50 160 13 13 4 13
split_gain=2.48477e-05 3.68434e-05 3.19288e-05 3.87409e-05 5.64453e-05 2.18556e-05
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decision_type=2 2 2 2 2 2
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leaf_weight=0.0010806879118606377 0.0010194388771038714 0.0012532101240782523 0.0011215399891721556 0.0016176598245696556 0.00162101861940501 0.001043624785700456
leaf_count=441 609 153 645 380 275 618
internal_value=0 3.35242e-05 -2.09902e-05 -0.000119548 -0.000261495 0.000166108
internal_weight=0 0.00773774 0.00665705 0.00436022 0.00274256 0.00229683
internal_count=3121 2512 2071 1300 920 771
is_linear=0
shrinkage=0.00196078


Tree=8149
num_leaves=7
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split_feature=13 3 1 151 16 4
split_gain=9.37645e-06 2.0538e-05 2.4574e-05 1.9595e-05 3.69361e-05 1.87649e-05
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decision_type=2 2 2 2 2 2
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leaf_weight=0.0010138941920994097 0.001013264211288778 0.0011190244507148115 0.0010582270555627733 0.0013674393301314207 0.0010118690504132607 0.0015007793492792811
leaf_count=169 421 111 257 455 499 1209
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internal_weight=0 0.0070706 0.00595158 0.00489335 0.00388009 0.00251265
internal_count=3121 2952 2841 2584 2163 1708
is_linear=0
shrinkage=0.1


Tree=8150
num_leaves=6
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split_feature=2 150 43 1 12
split_gain=1.0853e-05 3.16419e-05 3.81406e-05 6.0639e-05 2.50355e-05
threshold=0.089775000000000008 0.083555000000000004 0.05259500000000001 0.10557500000000002 0.089735000000000023
decision_type=2 2 2 2 2
left_child=4 2 3 -2 -1
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leaf_value=-0.012145250408147311 -0.022990382620570279 0.018712440669016762 0.014449213788712249 0.0068996815818028676 0.0056192998333702568
leaf_weight=0.0018484127939777512 0.0013155441549467953 0.0010090165993281511 0.0011072400482786317 0.0014021449070049329 0.001389810022725157
leaf_count=1175 730 216 237 256 507
internal_value=0 0.00296019 -0.00119525 -0.00756912 -0.0045209
internal_weight=0 0.00483395 0.00382493 0.00271769 0.00323822
internal_count=3121 1439 1223 986 1682
is_linear=0
shrinkage=0.1


Tree=8151
num_leaves=6
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split_feature=0 13 43 3 4
split_gain=1.01887e-05 2.77861e-05 2.79641e-05 3.84816e-05 3.33704e-05
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decision_type=2 2 2 2 2
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leaf_weight=0.0013547697595043193 0.0018959431080772041 0.0010421868861384817 0.0017306460488871679 0.0010236391706484817 0.0010091827454217182
leaf_count=1005 365 452 1005 148 146
internal_value=0 -0.00201028 0.00102027 -0.00341458 0.00591554
internal_weight=0 0.00616042 0.00511824 0.00376347 0.00203282
internal_count=3121 2756 2304 1299 294
is_linear=0
shrinkage=0.1


Tree=8152
num_leaves=6
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split_feature=51 160 43 15 3
split_gain=1.05453e-05 1.97437e-05 3.23912e-05 3.38855e-05 5.18794e-05
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decision_type=2 2 2 2 2
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leaf_weight=0.0012746275380156264 0.0012051873390244864 0.0011343247050474388 0.0012651838368959705 0.0011936504908323449 0.0019703037267135297
leaf_count=691 435 178 722 805 290
internal_value=0 0.00148636 -0.00108561 -0.00494705 -0.0102598
internal_weight=0 0.00683809 0.00556346 0.00442914 0.00323549
internal_count=3121 2686 1995 1817 1012
is_linear=0
shrinkage=0.1


Tree=8153
num_leaves=6
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split_feature=43 43 12 52 0
split_gain=1.06825e-05 3.56338e-05 1.9206e-05 4.15132e-05 4.25941e-05
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decision_type=2 2 2 2 2
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leaf_count=476 877 358 677 219 514
internal_value=0 0.00191448 -0.00141642 0.00198418 0.0100436
internal_weight=0 0.00625033 0.00523211 0.00397871 0.00245216
internal_count=3121 2645 1768 1091 733
is_linear=0
shrinkage=0.1


Tree=8154
num_leaves=7
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split_feature=52 0 1 1 2 4
split_gain=2.75445e-05 4.55229e-05 4.69877e-05 6.72142e-05 0.000102991 4.20645e-05
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decision_type=2 2 2 2 2 2
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leaf_weight=0.0010202005520928963 0.0013411446121944079 0.0012124677591460395 0.0014270429485746757 0.0014599912862139968 0.0012334438595377494 0.0012398662832139177
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internal_value=0 3.44352e-05 -7.04267e-05 2.28516e-05 0.000208368 0.000254251
internal_weight=0 0.00759301 0.00514068 0.00412048 0.00266049 0.00245233
internal_count=3121 2620 2123 891 649 497
is_linear=0
shrinkage=0.00196078


Tree=8155
num_leaves=6
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split_feature=4 150 13 0 4
split_gain=1.0536e-05 1.43764e-05 2.7747e-05 2.52481e-05 4.02648e-05
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decision_type=2 2 2 2 2
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leaf_count=131 352 270 308 638 1422
internal_value=0 -0.00159554 0.000369347 0.00358382 -0.00179219
internal_weight=0 0.00677659 0.00573322 0.00472453 0.00306625
internal_count=3121 2769 2499 2368 2060
is_linear=0
shrinkage=0.1


Tree=8156
num_leaves=6
num_cat=0
split_feature=0 43 52 13 16
split_gain=1.02957e-05 2.5637e-05 3.7896e-05 2.61238e-05 2.75041e-05
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decision_type=2 2 2 2 2
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internal_value=0 -0.00202407 0.00130117 -0.0036095 -0.00873456
internal_weight=0 0.00612857 0.00484731 0.00370461 0.00269921
internal_count=3121 2756 2227 1417 1144
is_linear=0
shrinkage=0.1


Tree=8157
num_leaves=6
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split_feature=16 52 0 0 2
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threshold=0.38525000000000004 0.10160000000000001 -0.077999999999999986 -0.10607499999999999 0.11215000000000001
decision_type=2 2 2 2 2
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leaf_weight=0.0018150345015509519 0.0011448719301887936 0.0012707995322060964 0.0015847660720494493 0.0011571044259856738 0.0010350905918342663
leaf_count=297 311 591 575 1197 150
internal_value=0 -0.00145553 0.00186402 -0.00309232 0.00209679
internal_weight=0 0.0068628 0.005592 0.00400723 0.00285013
internal_count=3121 2810 2219 1644 447
is_linear=0
shrinkage=0.1


Tree=8158
num_leaves=8
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split_feature=50 15 16 48 0 13 4
split_gain=3.6911e-05 3.45814e-05 4.42289e-05 6.54387e-05 5.71279e-05 4.83869e-05 3.54325e-05
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decision_type=2 2 2 2 2 2 2
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right_child=-2 2 3 -5 -6 6 -8
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leaf_weight=0.0010193509549579413 0.0010023632561327522 0.0010526214213777217 0.0013217875046214662 0.0010199043300699361 0.0010438219384075146 0.0010361075402958995 0.0011378723938802562
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internal_value=0 4.80951e-05 -3.72985e-06 0.000105538 -0.00023909 -2.19572e-05 0.00015792
internal_weight=0 0.00763147 0.00661212 0.00451567 0.00209644 0.00349577 0.00217398
internal_count=3121 2512 2145 1754 391 1490 709
is_linear=0
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Tree=8159
num_leaves=7
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split_feature=50 4 151 0 12 0
split_gain=3.14824e-05 4.53273e-05 3.94348e-05 2.79025e-05 3.76059e-05 6.61197e-05
threshold=0.079410000000000008 0.36766000000000004 -0.024429999999999997 -0.019414999999999998 0.088485000000000022 -0.13027499999999997
decision_type=2 2 2 2 2 2
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leaf_weight=0.0010573694194559152 0.0010067954167463592 0.0010723200579202509 0.0012126271503521049 0.0017567273980798148 0.0013571803476458808 0.0011096195261439843
leaf_count=363 609 303 160 213 809 664
internal_value=0 3.87188e-05 -2.29553e-05 -9.03456e-05 -0.000187412 -0.000338953
internal_weight=0 0.00756584 0.00649352 0.00543615 0.00367943 0.00232225
internal_count=3121 2512 2209 1846 1633 824
is_linear=0
shrinkage=0.00196078


Tree=8160
num_leaves=6
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split_feature=4 151 16 16 1
split_gain=1.13808e-05 1.45142e-05 2.23589e-05 3.30484e-05 4.66419e-05
threshold=0.27287000000000006 -0.024429999999999997 -0.092484999999999984 -0.056919999999999991 0.084885000000000002
decision_type=2 2 2 2 2
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leaf_weight=0.0010562683564298899 0.0012508387570497456 0.0016910187522347743 0.0011342179235993726 0.0016996744549888374 0.0011813046287586942
leaf_count=451 352 457 791 646 424
internal_value=0 -0.00165036 -0.00364358 0.000418719 -0.00527374
internal_weight=0 0.00676248 0.00570622 0.0040152 0.00288098
internal_count=3121 2769 2318 1861 1070
is_linear=0
shrinkage=0.1


Tree=8161
num_leaves=8
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split_feature=50 15 16 48 0 13 4
split_gain=3.65726e-05 2.86209e-05 3.85427e-05 7.08114e-05 6.52247e-05 4.20856e-05 4.20843e-05
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decision_type=2 2 2 2 2 2 2
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right_child=-2 2 3 -5 -6 6 -8
leaf_value=0.00034673506166800955 -0.00035152453422249651 -0.0005565449419639004 -0.00031490283679321831 0.00052217093355350498 0.00012418514615714999 -0.00016060869249719153 0.00038810044617798844
leaf_weight=0.001011338620221393 0.0010455226068147054 0.0011035676285438886 0.0013485314525340975 0.0011250737154843652 0.0010618572819531885 0.0010260251818552785 0.0011284285671528298
leaf_count=330 609 159 782 300 239 513 189
internal_value=0 3.89923e-05 -6.82104e-06 9.42035e-05 -0.000222736 -4.32492e-05 0.000126786
internal_weight=0 0.00780482 0.00679348 0.00462806 0.00216542 0.00350299 0.00215445
internal_count=3121 2512 2182 1784 398 1484 702
is_linear=0
shrinkage=0.00196078


Tree=8162
num_leaves=8
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split_feature=50 15 16 48 0 0 1
split_gain=3.1046e-05 4.23882e-05 4.11847e-05 6.15736e-05 5.53176e-05 3.37451e-05 4.19623e-05
threshold=0.079410000000000008 -0.14601999999999996 -0.36241499999999999 0.089575000000000016 -0.10607499999999999 0.13134000000000004 0.092390000000000014
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -3 4 -4 6 -6
right_child=-2 2 3 -5 5 -7 -8
leaf_value=0.00041642209064042827 -0.00032178262483221809 -0.00036200097489335015 0.00030192073657967096 0.00049569719042027473 -0.00059001167038158389 0.00011230310092172062 -4.3640668651451064e-05
leaf_weight=0.0010209566739236963 0.0010062655846371895 0.001085341525335402 0.0012803126552417797 0.0010009975501402753 0.0010918124451446856 0.0010256084471275632 0.0010701434469169032
leaf_count=367 609 207 166 215 1230 54 273
internal_value=0 4.47903e-05 -1.30992e-05 5.61431e-05 -4.2336e-05 -0.00018061 -0.000319564
internal_weight=0 0.00757517 0.00655422 0.00546887 0.00446788 0.00318756 0.00216196
internal_count=3121 2512 2145 1938 1723 1557 1503
is_linear=0
shrinkage=0.00196078


Tree=8163
num_leaves=6
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split_feature=2 150 43 1 0
split_gain=1.02562e-05 3.21169e-05 3.56389e-05 5.8647e-05 2.24365e-05
threshold=0.089775000000000008 0.083555000000000004 0.05259500000000001 0.10557500000000002 -0.077999999999999986
decision_type=2 2 2 2 2
left_child=4 2 3 -2 -1
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leaf_value=-0.011661881480776065 -0.022657192438455463 0.018789963222828179 0.013862032440452166 0.0067875759822049872 0.0052230818049406524
leaf_weight=0.0018317365552121688 0.001311788628655016 0.0010050588815753527 0.0011012424970781669 0.0013966310397061604 0.0013797406627276518
leaf_count=1283 730 216 237 256 399
internal_value=0 0.0028888 -0.00130622 -0.00747362 -0.00440763
internal_weight=0 0.00481472 0.00380966 0.00270842 0.00321148
internal_count=3121 1439 1223 986 1682
is_linear=0
shrinkage=0.1


Tree=8164
num_leaves=9
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split_feature=484 160 49 52 4 48 47 4
split_gain=4.31969e-05 4.23156e-05 3.68286e-05 3.73323e-05 7.52011e-05 5.64796e-05 1.80886e-05 2.53952e-06
threshold=0.083530000000000007 -1.0000000180025095e-35 -0.081404999999999991 0.077655000000000016 0.0052350000000000009 0.091635000000000008 0.094160000000000008 -0.15289999999999995
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 -4 6 -6 -5
right_child=-2 2 3 7 5 -7 -8 -9
leaf_value=-0.00040733328113245728 0.00037473629010184405 0.00034342357276582959 -0.00060943807523588102 9.3148818169845563e-05 0.00036561161816905984 -0.00038496318708813545 -4.1041294546605999e-06 0.00023276846345976154
leaf_weight=0.0011289803534104319 0.0010112706068443411 0.0010338728885489253 0.0010744231092808462 0.0010028274679440218 0.0010248172502263803 0.0010108044971245895 0.0010104001405011817 0.0010006223244451351
leaf_count=628 372 173 792 57 352 89 67 591
internal_value=0 -5.4529e-05 1.11812e-06 -5.6672e-05 -0.000163424 -6.10115e-06 0.000182063 0.000162882
internal_weight=0 0.00828675 0.00715777 0.00612389 0.00412044 0.00304602 0.00203522 0.00200345
internal_count=3121 2749 2121 1948 1300 508 419 648
is_linear=0
shrinkage=0.00196078


Tree=8165
num_leaves=6
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split_feature=42 160 43 16 0
split_gain=9.68746e-06 2.10093e-05 2.47363e-05 3.51621e-05 5.82519e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.074359999999999996 -0.056919999999999991 -0.15599999999999997
decision_type=2 2 2 2 2
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leaf_weight=0.0013799893823277093 0.0015017128998062118 0.0014424261711290069 0.0012243750901618055 0.001258376919583722 0.0012265205368064069
leaf_count=862 828 482 114 322 513
internal_value=0 0.00154711 0.00458102 0.000259914 0.00723639
internal_weight=0 0.00665341 0.0051517 0.00370927 0.0024509
internal_count=3121 2259 1431 949 627
is_linear=0
shrinkage=0.1


Tree=8166
num_leaves=6
num_cat=0
split_feature=12 160 0 151 1
split_gain=1.0712e-05 2.91451e-05 2.88751e-05 5.21907e-05 8.74995e-05
threshold=-0.010834999999999999 -1.0000000180025095e-35 -0.053834999999999994 -0.0033899999999999994 0.095285000000000022
decision_type=2 2 2 2 2
left_child=-1 -2 3 -3 -5
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leaf_weight=0.0011290288906887344 0.0014680127095846023 0.0010017285158789454 0.001443597445453703 0.0015846653526580302 0.0013922291569768339
leaf_count=421 870 226 308 1109 187
internal_value=0 -0.0015096 0.0018745 0.00627022 0.0129141
internal_weight=0 0.00689023 0.00542222 0.00397862 0.00297689
internal_count=3121 2700 1830 1522 1296
is_linear=0
shrinkage=0.1


Tree=8167
num_leaves=7
num_cat=0
split_feature=50 160 3 48 15 13
split_gain=3.20222e-05 4.07489e-05 2.61063e-05 3.81642e-05 5.19829e-05 7.27315e-05
threshold=0.079410000000000008 -0.081639999999999976 -0.10519499999999998 0.092475000000000016 -0.016799999999999995 -0.029529999999999997
decision_type=2 2 2 2 2 2
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right_child=-2 2 3 -5 5 -7
leaf_value=0.00038985478072372484 -0.00033604737163249183 0.00020471377532087895 -0.00044063833535968488 0.00021225998053289028 -0.00032928528020566506 0.00040217548485305316
leaf_weight=0.0010753432000134705 0.0010061076208103736 0.0015015903026510706 0.0017074815853495707 0.0012168573385889581 0.0010935548601959382 0.0010010747881812872
leaf_count=441 609 292 707 217 445 410
internal_value=0 3.62101e-05 -2.21115e-05 -8.99738e-05 -0.000186703 2.02977e-05
internal_weight=0 0.0075959 0.00652056 0.00501897 0.00380211 0.00209463
internal_count=3121 2512 2071 1779 1562 855
is_linear=0
shrinkage=0.00196078


Tree=8168
num_leaves=6
num_cat=0
split_feature=16 12 49 0 4
split_gain=1.13221e-05 2.5879e-05 3.81139e-05 3.49849e-05 1.1804e-05
threshold=0.013515000000000001 0.090995000000000006 -0.006494999999999999 -0.10224499999999999 -0.10429499999999998
decision_type=2 2 2 2 2
left_child=1 2 -1 -4 -2
right_child=4 -3 3 -5 -6
leaf_value=-0.013124756065059917 -0.001407700284142372 -0.015160754949730416 -0.0036560051335682176 0.019197115633321299 0.011590042254525472
leaf_weight=0.0012592185605476117 0.001394541256128635 0.0012759685524152443 0.0013170437363963898 0.0013632249603340682 0.0014002865672819102
leaf_count=403 266 693 275 983 501
internal_value=0 -0.0027834 0.00122552 0.00796744 0.00510453
internal_weight=0 0.00521546 0.00393949 0.00268027 0.00279483
internal_count=3121 2354 1661 1258 767
is_linear=0
shrinkage=0.1


Tree=8169
num_leaves=7
num_cat=0
split_feature=2 160 2 2 15 3
split_gain=1.17832e-05 2.96483e-05 2.89114e-05 2.87946e-05 2.06466e-05 7.94761e-06
threshold=0.089775000000000008 0.085045000000000023 0.11293500000000002 0.10060500000000001 -0.055554999999999993 -0.079864999999999978
decision_type=2 2 2 2 2 2
left_child=4 2 3 -2 -1 -6
right_child=1 -3 -4 -5 5 -7
leaf_value=-0.015400367001905861 0.0028139302344731163 0.018323277241622509 0.0086870979158379432 -0.020730634722133046 -0.0048206469399708135 0.007647041904104427
leaf_weight=0.0011570875738720044 0.0010461258507031186 0.0010108337709250205 0.001707262373752723 0.0010317083821848245 0.0010391390203950454 0.0010065285076720019
leaf_count=522 457 221 478 283 890 270
internal_value=0 0.00310861 -0.000954557 -0.00887667 -0.00472466 0.00131382
internal_weight=0 0.00479593 0.0037851 0.00207783 0.00320276 0.00204567
internal_count=3121 1439 1218 740 1682 1160
is_linear=0
shrinkage=0.1


Tree=8170
num_leaves=6
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split_feature=13 47 16 0 4
split_gain=1.11773e-05 2.26905e-05 3.58481e-05 2.15195e-05 2.72578e-05
threshold=-0.23438999999999996 0.10904500000000002 -0.42170999999999997 -0.11013499999999998 -0.082109999999999975
decision_type=2 2 2 2 2
left_child=-1 2 -2 -4 -5
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leaf_value=0.0098222287267789692 0.018021019323842334 -0.014551698009639118 0.0064163018287642223 0.0021471799441650763 -0.016550369986450996
leaf_weight=0.0010072089640505051 0.0010252843460663384 0.001110901421827945 0.0017209890461904387 0.0015094369768561522 0.0016127310720912571
leaf_count=169 256 163 263 648 1622
internal_value=0 -0.00144666 0.00103414 -0.00256194 -0.00751089
internal_weight=0 0.00697934 0.00586844 0.00484316 0.00312217
internal_count=3121 2952 2789 2533 2270
is_linear=0
shrinkage=0.1


Tree=8171
num_leaves=6
num_cat=0
split_feature=0 13 48 3 12
split_gain=1.06301e-05 2.20471e-05 2.71359e-05 4.07809e-05 7.14893e-05
threshold=-0.019414999999999998 1.0000000180025095e-35 0.10327000000000001 0.090900000000000009 0.088245000000000004
decision_type=2 2 2 2 2
left_child=1 2 3 4 -1
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leaf_value=-0.017624406509789664 0.0065343374096536169 -0.015420825425711035 -0.01271308825263699 0.019859614113567962 0.015106184600567084
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leaf_count=1035 365 452 174 223 872
internal_value=0 -0.00205579 0.000653746 0.00466424 -0.00222835
internal_weight=0 0.00608817 0.00506195 0.00389371 0.00267867
internal_count=3121 2756 2304 2130 1907
is_linear=0
shrinkage=0.1


Tree=8172
num_leaves=6
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split_feature=15 1 3 12 1
split_gain=9.96303e-06 3.10988e-05 5.15394e-05 4.63054e-05 0.000105859
threshold=0.035560000000000008 1.0000000180025095e-35 0.10893000000000001 0.090840000000000018 0.094385000000000011
decision_type=2 2 2 2 2
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leaf_value=-0.0099077369461052483 -0.0065657599105078401 0.00054271619578140308 -0.010512878076340777 -0.0043853180893462405 0.044798940673368114
leaf_weight=0.0016391856070357451 0.0017998933220659151 0.0011518034622482224 0.0013135059868246693 0.0010362320853176338 0.0010183258983494107
leaf_count=851 1180 242 222 277 349
internal_value=0 0.00189176 0.006171 0.0130057 0.0213098
internal_weight=0 0.00615905 0.00451987 0.00320636 0.00217013
internal_count=3121 1941 1090 868 591
is_linear=0
shrinkage=0.1


Tree=8173
num_leaves=6
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split_feature=51 160 43 43 1
split_gain=1.03894e-05 1.95155e-05 3.42781e-05 2.7354e-05 3.45484e-05
threshold=0.087505000000000013 -0.027994999999999996 -0.15323999999999996 -0.0037449999999999996 0.088485000000000022
decision_type=2 2 2 2 2
left_child=1 -1 -3 -4 -5
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leaf_weight=0.0012689664703897348 0.0011820883904930931 0.0011268613953339538 0.0012777025889205052 0.0015421677543053522 0.0015379024685187449
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internal_value=0 0.00150028 -0.0010854 -0.00510551 -2.66015e-06
internal_weight=0 0.0067536 0.00548463 0.00435777 0.00308007
internal_count=3121 2686 1995 1817 793
is_linear=0
shrinkage=0.1


Tree=8174
num_leaves=6
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split_feature=42 160 49 52 2
split_gain=1.01393e-05 1.68377e-05 2.4333e-05 3.79443e-05 3.37576e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.047584999999999995 0.077655000000000016 0.10005000000000001
decision_type=2 2 2 2 2
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internal_value=0 0.00161682 0.00435721 0.000380322 -0.00719603
internal_weight=0 0.00656262 0.00507669 0.00381715 0.00241983
internal_count=3121 2259 1431 1174 858
is_linear=0
shrinkage=0.1


Tree=8175
num_leaves=6
num_cat=0
split_feature=51 4 42 4 4
split_gain=9.41785e-06 1.85118e-05 2.64762e-05 3.5126e-05 3.6115e-05
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decision_type=2 2 2 2 2
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internal_weight=0 0.00673494 0.00571426 0.0041522 0.00294606
internal_count=3121 2686 2377 1490 1295
is_linear=0
shrinkage=0.1


Tree=8176
num_leaves=7
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split_feature=16 133 16 0 3 2
split_gain=8.55811e-06 2.98892e-05 6.1705e-05 4.13139e-05 3.02035e-05 1.39883e-05
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decision_type=2 2 2 2 2 2
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internal_weight=0 0.0067711 0.0057614 0.00451926 0.00316268 0.00204718
internal_count=3121 2810 2271 1906 526 364
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Tree=8177
num_leaves=7
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split_feature=50 15 42 16 52 0
split_gain=2.21887e-05 3.16175e-05 3.75871e-05 8.01616e-05 3.7051e-05 7.53661e-06
threshold=1.0000000180025095e-35 -0.10653 0.091295000000000015 -0.084119999999999986 1.0000000180025095e-35 -0.10151999999999999
decision_type=2 2 2 2 2 2
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right_child=-2 2 -4 4 -6 -7
leaf_value=0.0002802354627392228 -0.00027718169099002869 -0.00049591475768894899 0.00028284469809040507 1.386080299931129e-05 0.00032236791363219025 -0.00022585184224813691
leaf_weight=0.0015667508136950536 0.001008587865734701 0.0014436698788111105 0.0011610709275517751 0.0010070405050254326 0.0012603544725375494 0.0010100000269157997
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internal_weight=0 0.00744889 0.00588214 0.00472106 0.0032774 0.00201704
internal_count=3121 2494 2040 1599 1122 781
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Tree=8178
num_leaves=6
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split_feature=51 43 12 15 0
split_gain=1.00371e-05 2.0698e-05 3.04725e-05 2.96708e-05 3.66477e-05
threshold=-0.076794999999999988 -0.15323999999999996 0.092355000000000007 -0.10653 -0.10224499999999999
decision_type=2 2 2 2 2
left_child=-1 -2 3 -3 -5
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leaf_value=-0.0079351165446119708 0.014455537813371364 0.017446984648091593 -0.015396433763000348 -0.01449599108034373 0.0069577934546056642
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internal_value=0 0.00159318 -0.000858593 0.00294376 -0.00173804
internal_weight=0 0.00656338 0.00551259 0.0043697 0.00330335
internal_count=3121 2584 2361 1731 1370
is_linear=0
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Tree=8179
num_leaves=6
num_cat=0
split_feature=457 15 52 1 3
split_gain=9.35095e-06 2.18495e-05 2.36365e-05 4.43708e-05 5.40209e-05
threshold=0.045365000000000009 1.0000000180025095e-35 0.10347000000000002 0.077845000000000011 0.095270000000000007
decision_type=2 2 2 2 2
left_child=1 2 3 -1 -5
right_child=-2 -3 -4 4 -6
leaf_value=-0.01985387860113861 0.0089627653962426473 -0.011040301072690408 0.014475628578053233 0.014781391482700291 -0.013185168032692887
leaf_weight=0.0010078667086375909 0.0010121565770363217 0.0017334768334275677 0.0011639619808980822 0.0018670680394951523 0.0010962203795252066
leaf_count=634 289 1167 304 556 171
internal_value=0 -0.00133289 0.00194407 -0.00172898 0.00443562
internal_weight=0 0.00686859 0.00513512 0.00397116 0.00296329
internal_count=3121 2832 1665 1361 727
is_linear=0
shrinkage=0.1


Tree=8180
num_leaves=7
num_cat=0
split_feature=0 48 12 16 52 43
split_gain=2.01811e-05 3.8842e-05 3.484e-05 5.99293e-05 3.11989e-05 1.84379e-05
threshold=-0.14920999999999998 0.088965000000000002 0.097825000000000009 0.15891500000000003 -0.0064899999999999992 -0.0037449999999999996
decision_type=2 2 2 2 2 2
left_child=4 2 3 5 -1 -2
right_child=1 -3 -4 -5 -6 -7
leaf_value=-0.0004111450337364408 -0.00014392671777392193 0.00040278298116071688 0.00023261873062038974 -0.00050819187731434765 3.6897098042089627e-05 0.00018193231391684108
leaf_weight=0.0010610451503897667 0.0011915259193840055 0.0010155829266865011 0.001544078853696387 0.0010766615049764314 0.0013678337466120341 0.0015182297716018905
leaf_count=91 1225 378 434 296 195 502
internal_value=0 5.13409e-05 -1.5617e-05 -0.000116846 -0.000158828 3.86465e-05
internal_weight=0 0.00634608 0.0053305 0.00378642 0.00242888 0.00270976
internal_count=3121 2835 2457 2023 286 1727
is_linear=0
shrinkage=0.00196078


Tree=8181
num_leaves=6
num_cat=0
split_feature=0 15 16 16 13
split_gain=1.04242e-05 2.38297e-05 5.36213e-05 1.98915e-05 1.82451e-05
threshold=-0.019414999999999998 -0.0063699999999999989 -0.056919999999999991 -0.36241499999999999 -0.011289999999999998
decision_type=2 2 2 2 2
left_child=1 2 3 -1 -3
right_child=-2 4 -4 -5 -6
leaf_value=-0.0089756355650283236 0.00651715445609504 0.015160403144256812 -0.023434016356848004 0.0090964540635685397 -0.0029925464200820885
leaf_weight=0.0010352764412150856 0.0018645621416571662 0.0011222887453012868 0.0012881344659774799 0.0014793199584262192 0.0010927860794381575
leaf_count=270 365 772 808 440 466
internal_value=0 -0.00204023 -0.00684294 0.00165605 0.00620482
internal_weight=0 0.00601781 0.00380273 0.0025146 0.00221507
internal_count=3121 2756 1518 710 1238
is_linear=0
shrinkage=0.1


Tree=8182
num_leaves=6
num_cat=0
split_feature=3 15 2 16 12
split_gain=1.01338e-05 1.56707e-05 3.09897e-05 3.4685e-05 2.06662e-05
threshold=0.13524500000000003 -0.11713499999999999 0.092875000000000013 -0.088159999999999988 0.085885000000000017
decision_type=2 2 2 2 2
left_child=1 -1 3 -3 -5
right_child=-2 2 -4 4 -6
leaf_value=-0.012547797329991379 0.0086774500553739829 0.018920135739017754 -0.0094554874913934731 0.0070675474154692141 -0.011902616904079817
leaf_weight=0.0010774872498015425 0.0011458802581652576 0.00133414718670581 0.0019834949888565194 0.0013018369230146166 0.0010275507568908362
leaf_count=397 192 411 841 477 803
internal_value=0 -0.00149639 0.000612284 0.00606313 -0.00130066
internal_weight=0 0.00672452 0.00564703 0.00366353 0.00232939
internal_count=3121 2929 2532 1691 1280
is_linear=0
shrinkage=0.1


Tree=8183
num_leaves=6
num_cat=0
split_feature=484 0 15 15 49
split_gain=1.83248e-05 2.67312e-05 3.06057e-05 4.82379e-05 3.0039e-05
threshold=0.044540000000000003 -0.11756999999999999 0.088235000000000022 -0.031204999999999997 -0.026779999999999995
decision_type=2 2 2 2 2
left_child=1 4 3 -3 -1
right_child=-2 2 -4 -5 -6
leaf_value=4.6729246512581953e-05 0.00023956000558265764 0.0001988218253825513 0.00030952129471080865 -0.00025446536827208177 -0.00038713263786089902
leaf_weight=0.0010540209433704381 0.0010104599833444796 0.0016597362904371121 0.0012352596196858892 0.0019786724645650591 0.0014681280177696896
leaf_count=152 435 901 594 775 264
internal_value=0 -4.19534e-05 4.28481e-05 -4.76889e-05 -0.000205819
internal_weight=0 0.00739582 0.00487367 0.00363841 0.00252215
internal_count=3121 2686 2270 1676 416
is_linear=0
shrinkage=0.00196078


Tree=8184
num_leaves=6
num_cat=0
split_feature=0 3 15 48 4
split_gain=9.33812e-06 2.31377e-05 4.42302e-05 3.43122e-05 2.26507e-05
threshold=-0.060129999999999996 -0.08824499999999999 -0.0088349999999999974 0.083985000000000018 -0.35136499999999998
decision_type=2 2 2 2 2
left_child=1 -1 3 -3 -2
right_child=4 2 -4 -5 -6
leaf_value=-0.015943113738704159 -0.0046003480499214799 -0.019546379522564793 0.014864672974226181 0.002970040205827858 0.01401960579016445
leaf_weight=0.0010233464302561905 0.0012853009298657977 0.0011792620382052033 0.0014647999323214723 0.0015883376804161895 0.0013286908929279941
leaf_count=538 227 748 874 388 346
internal_value=0 -0.00244959 0.000812989 -0.00662411 0.00486417
internal_weight=0 0.00525575 0.0042324 0.0027676 0.00261399
internal_count=3121 2548 2010 1136 573
is_linear=0
shrinkage=0.1


Tree=8185
num_leaves=6
num_cat=0
split_feature=4 150 13 0 12
split_gain=1.12363e-05 1.82637e-05 1.98131e-05 3.49096e-05 4.36066e-05
threshold=0.26790000000000008 0.086615000000000011 -0.086589999999999986 -0.082009999999999986 0.051320000000000005
decision_type=2 2 2 2 2
left_child=1 2 -1 -4 -5
right_child=-2 -3 3 4 -6
leaf_value=-0.0089250248963930173 0.0085570177851203699 -0.014077156298967925 0.01480769417036047 0.010812163888893148 -0.017230716778308591
leaf_weight=0.0015796079418627165 0.0012791565350063197 0.0010073660998480543 0.0017653802721630325 0.0010481657024774232 0.0011773637389096816
leaf_count=500 377 267 866 186 925
internal_value=0 -0.00168619 0.000554578 0.00430662 -0.00402326
internal_weight=0 0.00657788 0.00557052 0.00399091 0.00222553
internal_count=3121 2744 2477 1977 1111
is_linear=0
shrinkage=0.1


Tree=8186
num_leaves=5
num_cat=0
split_feature=0 43 52 4
split_gain=9.5166e-06 2.0202e-05 3.2372e-05 4.44691e-05
threshold=-0.019414999999999998 -0.08756499999999999 0.0031350000000000002 0.053180000000000012
decision_type=2 2 2 2
left_child=1 -1 3 -3
right_child=-2 2 -4 -5
leaf_value=-0.013288253208764084 0.0062330978230250526 -0.016226818212031573 0.014850221065634007 0.0064260296059948071
leaf_weight=0.001246051873169807 0.001858970041715674 0.0015948128876731701 0.0012472361460629713 0.0018978260278872414
leaf_count=529 365 929 933 365
internal_value=0 -0.00195782 0.0010208 -0.00391774
internal_weight=0 0.00598593 0.00473988 0.00349264
internal_count=3121 2756 2227 1294
is_linear=0
shrinkage=0.1


Tree=8187
num_leaves=6
num_cat=0
split_feature=457 15 2 16 16
split_gain=9.60974e-06 2.20755e-05 2.27342e-05 2.48347e-05 1.84564e-05
threshold=0.045365000000000009 1.0000000180025095e-35 0.10912000000000001 -0.059624999999999991 0.15891500000000003
decision_type=2 2 2 2 2
left_child=1 2 3 -1 -5
right_child=-2 -3 -4 4 -6
leaf_value=-0.015266265303219879 0.0091272894303201357 -0.011133196635945872 0.011401663892696309 0.012746166279340349 -0.0051354459115805062
leaf_weight=0.0010833847408300333 0.0010025209170754423 0.0017262096486281896 0.0016979045723952285 0.0010662127489645399 0.0012585416093362442
leaf_count=475 289 1167 463 446 281
internal_value=0 -0.00135703 0.00194802 -0.00276171 0.00306568
internal_weight=0 0.00683225 0.00510604 0.00340814 0.00232475
internal_count=3121 2832 1665 1202 727
is_linear=0
shrinkage=0.1


Tree=8188
num_leaves=7
num_cat=0
split_feature=484 15 133 3 2 4
split_gain=2.01087e-05 2.22306e-05 3.40079e-05 4.94268e-05 4.68956e-05 4.01268e-05
threshold=0.064170000000000019 0.088235000000000022 1.0000000180025095e-35 -0.10519499999999998 0.10045500000000002 0.053180000000000012
decision_type=2 2 2 2 2 2
left_child=1 2 3 -1 5 -5
right_child=-2 -3 -4 4 -6 -7
leaf_value=0.00034541212177663534 0.00025624797193372461 0.00018308195487804315 -0.00041601814462606084 -0.00055669192753160198 0.00012682625894568349 -3.833564177813286e-05
leaf_weight=0.0010872264552015294 0.0010014921498545338 0.0013990329022729245 0.0010284683179561825 0.0011938872268903327 0.0016366213113776559 0.0011061278337593894
leaf_count=216 406 664 686 645 354 150
internal_value=0 -3.9677e-05 -9.1169e-05 -2.4667e-05 -0.000126876 -0.000307403
internal_weight=0 0.00745136 0.00605233 0.00502386 0.00393664 0.00230002
internal_count=3121 2715 2051 1365 1149 795
is_linear=0
shrinkage=0.00196078


Tree=8189
num_leaves=6
num_cat=0
split_feature=12 52 4 1 0
split_gain=8.71773e-06 2.40623e-05 4.91249e-05 5.76296e-05 5.7353e-05
threshold=0.097825000000000009 0.070205000000000017 -0.04890499999999999 0.11181500000000001 -0.17169499999999996
decision_type=2 2 2 2 2
left_child=1 2 -1 4 -4
right_child=-2 -3 3 -5 -6
leaf_value=-0.024233553982564923 0.0066963498070742485 0.0080232744852123308 0.027205018382718937 -0.01776272890326596 -0.0050027568140064184
leaf_weight=0.0010764562083777096 0.0015511336049135105 0.0018183827437421498 0.001017419721260068 0.0011625197186045204 0.0012109217582537066
leaf_count=558 518 879 99 280 787
internal_value=0 -0.00167452 -0.00562192 0.000286491 0.00970272
internal_weight=0 0.0062857 0.00446732 0.00339086 0.00222834
internal_count=3121 2603 1724 1166 886
is_linear=0
shrinkage=0.1


Tree=8190
num_leaves=7
num_cat=0
split_feature=0 48 12 42 48 4
split_gain=9.79068e-06 3.339e-05 2.55885e-05 3.13211e-05 2.15786e-05 1.52128e-05
threshold=-0.14920999999999998 0.082620000000000013 0.097825000000000009 0.086325000000000013 0.086035000000000014 -0.059649999999999988
decision_type=2 2 2 2 2 2
left_child=4 2 3 5 -1 -2
right_child=1 -3 -4 -5 -6 -7
leaf_value=0.004734472323427435 -0.0082489363601216479 0.018712876712431544 0.0099813001490521181 -0.020417498575858267 -0.015188409832958211 0.0084289732548815995
leaf_weight=0.0010372480547787442 0.0010361233705319366 0.0010044733400065885 0.0013852652624080529 0.0010542145528310578 0.0011424220634569564 0.0011583829365110578
leaf_count=194 601 489 423 787 92 535
internal_value=0 0.00218428 -0.0013985 -0.00625088 -0.00570763 0.000554595
internal_weight=0 0.00563846 0.00463399 0.00324872 0.00217967 0.00219451
internal_count=3121 2835 2346 1923 286 1136
is_linear=0
shrinkage=0.1


Tree=8191
num_leaves=6
num_cat=0
split_feature=50 3 47 15 52
split_gain=2.71559e-05 2.79966e-05 4.51006e-05 3.59644e-05 4.5145e-05
threshold=0.079410000000000008 -0.10519499999999998 0.077555000000000013 -0.07490999999999999 0.090245000000000006
decision_type=2 2 2 2 2
left_child=1 -1 3 -3 -5
right_child=-2 2 -4 4 -6
leaf_value=0.00025002564530554334 -0.00031145300933740146 0.00035754055726976088 -0.00029978776265161632 0.00014675720150794934 -0.0003706342115363118
leaf_weight=0.0017436013337591653 0.0010010399942398151 0.0012402833601585957 0.0017165044386450732 0.0017601266349642304 0.0010265260385324609
leaf_count=348 609 563 299 902 400
internal_value=0 3.241e-05 -3.3654e-05 7.9787e-05 -4.38355e-05
internal_weight=0 0.00748704 0.00574344 0.00402694 0.00278665
internal_count=3121 2512 2164 1865 1302
is_linear=0
shrinkage=0.00196078


Tree=8192
num_leaves=6
num_cat=0
split_feature=52 0 1 1 4
split_gain=1.03686e-05 2.49078e-05 2.59626e-05 3.99632e-05 2.42616e-05
threshold=0.11434500000000002 -0.084269999999999984 0.090540000000000023 0.11103500000000001 -0.35136499999999998
decision_type=2 2 2 2 2
left_child=1 2 -1 -4 -3
right_child=-2 4 3 -5 -6
leaf_value=-0.016167684333937372 -0.0086442408368424609 -0.0039489388006133134 0.01473111990871062 -0.01115066565891271 0.014722513359944338
leaf_weight=0.0011955685561182683 0.0011834987027251635 0.0010735618206575621 0.0012020985040575389 0.001184371499253862 0.0019784250577883646
leaf_count=866 501 202 201 187 1164
internal_value=0 0.00151644 -0.0041395 0.00188635 0.00815467
internal_weight=0 0.00663403 0.00358204 0.00238647 0.00305199
internal_count=3121 2620 1254 388 1366
is_linear=0
shrinkage=0.1


Tree=8193
num_leaves=6
num_cat=0
split_feature=13 15 15 47 42
split_gain=9.57642e-06 2.20687e-05 4.59987e-05 3.9976e-05 2.00954e-05
threshold=-0.074044999999999986 0.035560000000000008 -0.037864999999999989 0.092530000000000015 0.075730000000000006
decision_type=2 2 2 2 2
left_child=4 2 3 -2 -1
right_child=1 -3 -4 -5 -6
leaf_value=0.014876802689491484 0.0027664680916590842 -0.01546373386164682 0.014028144488809027 -0.022808479177081037 -0.0027915119110971266
leaf_weight=0.001141302959528298 0.001506295419256785 0.0010488928579988656 0.0016040553330725939 0.0010284925018909513 0.0014765675274643977
leaf_count=194 586 742 302 163 1134
internal_value=0 -0.00250767 0.000775745 -0.00761059 0.00491128
internal_weight=0 0.00518774 0.00413884 0.00253479 0.00261787
internal_count=3121 1793 1051 749 1328
is_linear=0
shrinkage=0.1


Tree=8194
num_leaves=7
num_cat=0
split_feature=50 15 42 16 52 2
split_gain=2.96966e-05 3.41638e-05 3.50173e-05 7.47757e-05 4.16042e-05 6.89677e-06
threshold=0.079410000000000008 -0.10653 0.091295000000000015 -0.084119999999999986 1.0000000180025095e-35 0.089125000000000024
decision_type=2 2 2 2 2 2
left_child=1 -1 3 -3 5 -5
right_child=-2 2 -4 4 -6 -7
leaf_value=0.0002931048602518096 -0.00031879965326089723 -0.00046813695147219077 0.00027234375519306756 -0.00022960804974929641 0.00033956898570581894 1.2136618042461232e-07
leaf_weight=0.0015937347509893353 0.0010169139477053417 0.0014959951357162177 0.0011796744675817384 0.0010014834316524912 0.0012648770077721911 0.0010082423727215801
leaf_count=455 609 480 450 384 341 402
internal_value=0 3.81448e-05 -3.01443e-05 -0.000104944 6.09804e-05 -0.000114357
internal_weight=0 0.00754401 0.00595027 0.0047706 0.0032746 0.00200973
internal_count=3121 2512 2057 1607 1127 786
is_linear=0
shrinkage=0.00196078


Tree=8195
num_leaves=8
num_cat=0
split_feature=50 4 151 47 2 43 4
split_gain=1.94543e-05 3.17713e-05 3.31541e-05 3.58314e-05 4.34092e-05 5.00759e-05 2.72008e-05
threshold=1.0000000180025095e-35 0.36766000000000004 -0.024429999999999997 0.09550500000000002 0.088225000000000012 0.016310000000000002 -0.026489999999999996
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 4 -4 6 -6
right_child=-2 -3 3 -5 5 -7 -8
leaf_value=0.00030278545113406941 -0.00025855943376182572 0.00034730565113581059 -0.00050907460178616385 0.00022976239615657675 -0.00045374518814543155 0.00028907520839288435 -5.3199503441135102e-06
leaf_weight=0.0010170684820813916 0.0010196501296705265 0.0010442844014675419 0.0010609129126999224 0.0011121400023116406 0.0010395437520759883 0.001092200429906169 0.0010407321593801696
leaf_count=361 627 303 747 149 403 201 330
internal_value=0 3.03214e-05 -2.17048e-05 -8.3444e-05 -0.000165725 -5.09055e-05 -0.000229404
internal_weight=0 0.00740688 0.0063626 0.00534553 0.00423339 0.00317248 0.00208028
internal_count=3121 2494 2191 1830 1681 934 733
is_linear=0
shrinkage=0.00196078


Tree=8196
num_leaves=7
num_cat=0
split_feature=4 0 13 3 4 48
split_gain=2.30078e-05 4.4226e-05 2.63156e-05 6.31291e-05 3.51962e-05 4.16915e-05
threshold=-0.46376499999999993 -0.019414999999999998 -0.011289999999999998 -0.078934999999999991 0.08184000000000001 0.084485000000000018
decision_type=2 2 2 2 2 2
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leaf_value=-0.00028111779145363158 -0.00024251601723905507 0.00041333154565915541 0.00023171912731735511 0.00036921112043993779 -0.00037824625616857929 -0.00028904866217563987
leaf_weight=0.0010125738456163618 0.0010866327770538541 0.0010200199669957808 0.0014038136923588706 0.001608959652414305 0.0013972778427073698 0.0010208449643480948
leaf_count=183 1024 196 605 757 166 190
internal_value=0 3.36751e-05 -2.57427e-05 0.000122615 -0.000130379 1.24622e-05
internal_weight=0 0.00753755 0.00651753 0.00269559 0.00382194 0.00242466
internal_count=3121 2938 2742 1781 961 795
is_linear=0
shrinkage=0.00196078


Tree=8197
num_leaves=6
num_cat=0
split_feature=50 3 47 15 52
split_gain=2.09923e-05 3.11804e-05 4.178e-05 3.67145e-05 3.65844e-05
threshold=0.079410000000000008 -0.10519499999999998 0.077555000000000013 -0.07490999999999999 0.090245000000000006
decision_type=2 2 2 2 2
left_child=1 -1 3 -3 -5
right_child=-2 2 -4 4 -6
leaf_value=0.00025477677904255932 -0.00027504592147522037 0.00034460690614957954 -0.00030167147790395192 0.00011184870618941106 -0.00035028190287998381
leaf_weight=0.0017666828155106793 0.0010034029503555126 0.0012490962842494797 0.0016946847017213374 0.0017807173957287551 0.0010451645251376494
leaf_count=348 609 563 299 902 400
internal_value=0 2.68549e-05 -4.29353e-05 6.46668e-05 -5.90723e-05
internal_weight=0 0.00753635 0.00576966 0.00407498 0.00282588
internal_count=3121 2512 2164 1865 1302
is_linear=0
shrinkage=0.00196078


Tree=8198
num_leaves=6
num_cat=0
split_feature=51 43 12 2 3
split_gain=8.42123e-06 2.13268e-05 3.00997e-05 2.82768e-05 2.85924e-05
threshold=-0.076794999999999988 -0.15323999999999996 0.092355000000000007 0.088225000000000012 0.0068900000000000012
decision_type=2 2 2 2 2
left_child=-1 -2 3 -3 -5
right_child=1 2 -4 4 -6
leaf_value=-0.0073543409377814385 0.014491129106464586 -0.010597988091329705 -0.015529828996003185 0.018773927277765164 -0.00044594287053531393
leaf_weight=0.0013095394178165558 0.0010496113610758079 0.0011653140495051229 0.0011399709413499673 0.0013327866340874361 0.0018461842224243219
leaf_count=537 223 954 630 530 247
internal_value=0 0.00143175 -0.00106764 0.00272734 0.00761201
internal_weight=0 0.00653387 0.00548426 0.00434428 0.00317897
internal_count=3121 2584 2361 1731 777
is_linear=0
shrinkage=0.1


Tree=8199
num_leaves=7
num_cat=0
split_feature=484 49 52 15 15 3
split_gain=2.0324e-05 2.32984e-05 3.37298e-05 4.8098e-05 5.66331e-05 2.42135e-05
threshold=0.064170000000000019 -0.081404999999999991 -1.0000000180025095e-35 -0.11033999999999998 -0.028889999999999996 -0.082974999999999979
decision_type=2 2 2 2 2 2
left_child=1 -1 -3 -4 -5 -6
right_child=-2 2 3 4 5 -7
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leaf_weight=0.0010629581064984951 0.0010071456538743324 0.0017622627147594024 0.0010283281122838946 0.001015217458550734 0.00106832203130193 0.0015454176230055856
leaf_count=213 406 862 270 302 498 570
internal_value=0 -3.96215e-05 -8.41436e-05 3.28495e-06 0.000109357 -4.33018e-05
internal_weight=0 0.00748251 0.00641955 0.00465729 0.00362896 0.00261374
internal_count=3121 2715 2502 1640 1370 1068
is_linear=0
shrinkage=0.00196078


Tree=8200
num_leaves=7
num_cat=0
split_feature=484 42 47 2 12 3
split_gain=2.31017e-05 2.0444e-05 3.03575e-05 4.21411e-05 3.11262e-05 2.31006e-05
threshold=0.073690000000000019 0.08623500000000002 0.09550500000000002 0.098260000000000014 0.079890000000000017 -0.080734999999999987
decision_type=2 2 2 2 2 2
left_child=1 2 3 4 -1 -3
right_child=-2 5 -4 -5 -6 -7
leaf_value=-0.00015427507697485894 0.00027340546394890187 -8.107513454908027e-05 0.00015559090655436372 1.5727860902409677e-05 -0.00062793318597352511 0.00032096819844471241
leaf_weight=0.0011155827143964174 0.0010049047788585376 0.0011178569024619025 0.001284344884534246 0.0019903223912387255 0.0010221184962936058 0.0010806222694643248
leaf_count=212 394 409 172 488 808 638
internal_value=0 -4.29095e-05 -0.000107678 -0.000189588 -0.00038075 0.000116542
internal_weight=0 0.00761085 0.00541237 0.00412802 0.0021377 0.00219848
internal_count=3121 2727 1680 1508 1020 1047
is_linear=0
shrinkage=0.00196078


Tree=8201
num_leaves=6
num_cat=0
split_feature=13 3 1 2 3
split_gain=1.02224e-05 2.15177e-05 2.38031e-05 2.01606e-05 3.54048e-05
threshold=-0.23438999999999996 0.097915000000000016 0.10920500000000001 0.095195000000000016 -0.078934999999999991
decision_type=2 2 2 2 2
left_child=-1 2 3 4 -2
right_child=1 -3 -4 -5 -6
leaf_value=0.0094037435954131936 -0.0088582735728915171 -0.011790508774592779 0.014437834204554878 -0.012733901217556713 0.013041966980422507
leaf_weight=0.0010003471517386646 0.0014149408507710152 0.0015482487267794885 0.0011364674175526682 0.0012146759432938468 0.0015433686505980492
leaf_count=169 1335 168 344 645 460
internal_value=0 -0.0014173 0.00160755 -0.00188664 0.00256722
internal_weight=0 0.0068577 0.00530945 0.00417299 0.00295831
internal_count=3121 2952 2784 2440 1795
is_linear=0
shrinkage=0.1


Tree=8202
num_leaves=8
num_cat=0
split_feature=484 160 4 43 42 16 0
split_gain=3.0717e-05 3.79652e-05 5.39087e-05 4.85263e-05 6.81945e-05 5.91615e-05 0.000102891
threshold=0.073690000000000019 -1.0000000180025095e-35 0.26790000000000008 -0.074359999999999996 0.088200000000000014 -0.056919999999999991 -0.10224499999999999
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 6 -5
right_child=-2 2 -4 5 -6 -7 -8
leaf_value=-0.00040307500475866267 0.00030780115112951544 -0.00017482648203383781 0.00042305879027114922 -0.00039488376716906954 0.00051081879759278274 -0.00054750941451826211 0.00041798466830638792
leaf_weight=0.0010112934651857648 0.0010558582393696376 0.0011403104926678378 0.001006887130973408 0.0013169625386162886 0.0010915997021946357 0.0012746844555174596 0.001097679212780169
leaf_count=613 394 434 269 137 189 380 705
internal_value=0 -4.8182e-05 3.62145e-06 -6.77025e-05 0.000160514 -0.000205765 -2.53595e-05
internal_weight=0 0.00793942 0.00692812 0.00592124 0.00223191 0.00368933 0.00241464
internal_count=3121 2727 2114 1845 623 1222 842
is_linear=0
shrinkage=0.00196078


Tree=8203
num_leaves=6
num_cat=0
split_feature=4 16 160 16 43
split_gain=8.69325e-06 1.46358e-05 2.21306e-05 3.67368e-05 5.56125e-05
threshold=0.26790000000000008 -0.092484999999999984 -0.027994999999999996 -0.056919999999999991 -0.072864999999999985
decision_type=2 2 2 2 2
left_child=1 -1 -3 -4 -5
right_child=-2 2 3 4 -6
leaf_value=-0.0087901803110149394 0.0074879532694712625 0.014580926449761855 0.012772193752770486 0.0062538818298111271 -0.023668843124227061
leaf_weight=0.0019448478466723811 0.0012835063570883036 0.0010167673272437304 0.0011371840907866753 0.0012242043072953153 0.0012607815470338281
leaf_count=479 377 600 776 456 433
internal_value=0 -0.00150841 0.00154443 -0.002115 -0.0089277
internal_weight=0 0.00658379 0.00463894 0.00362217 0.00248499
internal_count=3121 2744 2265 1665 889
is_linear=0
shrinkage=0.1


Tree=8204
num_leaves=7
num_cat=0
split_feature=13 3 4 3 151 43
split_gain=1.60742e-05 2.69788e-05 2.73172e-05 3.23645e-05 2.59968e-05 7.0387e-05
threshold=-0.23438999999999996 0.11296500000000002 0.053180000000000012 -0.059315 -0.0056149999999999993 -0.0030899999999999994
decision_type=2 2 2 2 2 2
left_child=-1 2 4 -4 -2 -6
right_child=1 -3 3 -5 5 -7
leaf_value=0.00021777077532924202 0.00017830153402939635 -0.00031534204310229932 -3.4924485114682338e-05 0.00040916216127981581 7.8208239669834239e-05 -0.00055093439730337617
leaf_weight=0.0010858955537440115 0.001000833061208867 0.0011391449459100238 0.0013682944854764762 0.0011708477300124242 0.001603945633587549 0.0011916003049108424
leaf_count=169 414 100 339 241 1217 641
internal_value=0 -3.75324e-05 1.24185e-05 0.000169852 -9.28784e-05 -0.000189964
internal_weight=0 0.00747467 0.00633552 0.00253914 0.00379638 0.00279555
internal_count=3121 2952 2852 580 2272 1858
is_linear=0
shrinkage=0.00196078


Tree=8205
num_leaves=6
num_cat=0
split_feature=13 3 4 3 4
split_gain=1.11835e-05 1.82228e-05 1.97827e-05 2.664e-05 2.40685e-05
threshold=-0.23438999999999996 0.097915000000000016 0.053180000000000012 -0.075944999999999985 -0.082109999999999975
decision_type=2 2 2 2 2
left_child=-1 2 4 -4 -2
right_child=1 -3 3 -5 -6
leaf_value=0.0098344645149920952 0.0055137235536503173 -0.011018855694209986 -0.0023801518531052692 0.020501463152254883 -0.01164089642059179
leaf_weight=0.0010007551538205517 0.0015558844860182877 0.0015507181625485974 0.0010188972708326249 0.0010163692753034194 0.0017242508321690239
leaf_count=169 677 168 279 278 1550
internal_value=0 -0.00148094 0.00130165 0.00904645 -0.00350385
internal_weight=0 0.00686612 0.0053154 0.00203527 0.00328014
internal_count=3121 2952 2784 557 2227
is_linear=0
shrinkage=0.1


Tree=8206
num_leaves=6
num_cat=0
split_feature=457 52 0 12 2
split_gain=1.05691e-05 1.94553e-05 3.2203e-05 4.83397e-05 5.39862e-05
threshold=0.045365000000000009 0.11434500000000002 -0.11756999999999999 0.097825000000000009 0.09142500000000002
decision_type=2 2 2 2 2
left_child=1 2 -1 4 -4
right_child=-2 -3 3 -5 -6
leaf_value=-0.010072543307496268 0.009550605916623562 -0.013661501464340548 -0.012065053765818587 0.023715112151147806 0.016250831194093738
leaf_weight=0.0018305417121295851 0.0010029978188884781 0.0010945455284299133 0.0017157806988145833 0.0011053000213363429 0.0011082194867827724
leaf_count=310 289 489 1209 364 460
internal_value=0 -0.00144003 0.000882421 0.00598601 -0.00095308
internal_weight=0 0.00685439 0.00575984 0.0039293 0.002824
internal_count=3121 2832 2343 2033 1669
is_linear=0
shrinkage=0.1


Tree=8207
num_leaves=6
num_cat=0
split_feature=42 160 49 12 2
split_gain=9.71828e-06 1.73354e-05 2.4475e-05 3.73589e-05 3.82945e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.047584999999999995 0.090840000000000018 0.10467500000000002
decision_type=2 2 2 2 2
left_child=-1 -2 -3 4 -4
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leaf_value=-0.0077541558600137464 -0.0079841957327970638 0.016537293520933073 -0.0035006056266609063 -0.013157367117733357 0.021640610776196233
leaf_weight=0.0013494863849220964 0.0014687416575304328 0.0012433251515216342 0.0013632256600904324 0.001326487539452709 0.0010904860343705788
leaf_count=862 828 257 510 464 200
internal_value=0 0.00157235 0.00436642 0.000363363 0.00767273
internal_weight=0 0.00649227 0.00502352 0.0037802 0.00245371
internal_count=3121 2259 1431 1174 710
is_linear=0
shrinkage=0.1


Tree=8208
num_leaves=7
num_cat=0
split_feature=484 0 48 16 16 16
split_gain=2.24293e-05 2.43682e-05 5.05045e-05 5.60116e-05 5.45577e-05 4.38353e-05
threshold=0.073690000000000019 -0.23001499999999997 0.088965000000000002 -0.15241499999999997 0.38525000000000004 -0.056919999999999991
decision_type=2 2 2 2 2 2
left_child=1 -1 3 -3 5 -5
right_child=-2 2 -4 4 -6 -7
leaf_value=-0.0003046753122662515 0.00026741324402881407 0.00024600840050041558 0.00033738289845212954 -7.3867550662204436e-05 0.00016013167998148484 -0.00057976021060484142
leaf_weight=0.0011550461779909465 0.0010194774677233327 0.0014300747331578512 0.0013812867856999849 0.0011637409754533998 0.0010900722649381596 0.0015168359591498266
leaf_count=101 394 324 377 956 283 686
internal_value=0 -4.19914e-05 4.10577e-06 -8.4411e-05 -0.000209727 -0.000360133
internal_weight=0 0.00773706 0.00658201 0.00520072 0.00377065 0.00268058
internal_count=3121 2727 2626 2249 1925 1642
is_linear=0
shrinkage=0.00196078


Tree=8209
num_leaves=6
num_cat=0
split_feature=4 0 47 15 1
split_gain=2.24538e-05 5.44999e-05 3.1477e-05 3.27742e-05 3.59856e-05
threshold=-0.46376499999999993 -0.019414999999999998 0.087235000000000021 0.035560000000000008 0.093205000000000024
decision_type=2 2 2 2 2
left_child=-1 2 3 4 -2
right_child=1 -3 -4 -5 -6
leaf_value=-0.00028222330459651881 -5.1632002838538137e-05 0.00044989515480318076 -0.00025037852734731262 -0.00016914739791279226 0.00038634557249741218
leaf_weight=0.0010256952002355314 0.0013887179094894211 0.0010135834269281597 0.0019104877859035876 0.0016710900226137291 0.0015006103199910704
leaf_count=183 871 196 354 1114 403
internal_value=0 2.71298e-05 -3.90909e-05 4.94234e-05 0.000175837
internal_weight=0 0.00748449 0.00647091 0.00456042 0.00288933
internal_count=3121 2938 2742 2388 1274
is_linear=0
shrinkage=0.00196078


Tree=8210
num_leaves=6
num_cat=0
split_feature=13 16 15 16 15
split_gain=8.44974e-06 2.08648e-05 4.70489e-05 5.25246e-05 2.54147e-05
threshold=0.18141000000000002 0.22339500000000004 -0.0063699999999999989 -0.0064149999999999997 -0.10653
decision_type=2 2 2 2 2
left_child=1 2 4 -4 -1
right_child=-2 -3 3 -5 -6
leaf_value=0.0049459806137348988 -0.0084528238862334789 -0.011914065036721004 0.0021204007720687854 0.031297991930602884 -0.012881066839746994
leaf_weight=0.0015058993027351384 0.0010367997588735245 0.0010251540258474062 0.0015675530457583825 0.0010174102003141028 0.001705269267449606
leaf_count=469 162 410 988 277 815
internal_value=0 0.00123664 0.00356258 0.0136043 -0.00452095
internal_weight=0 0.00682129 0.00579613 0.00258496 0.00321117
internal_count=3121 2959 2549 1265 1284
is_linear=0
shrinkage=0.1


Tree=8211
num_leaves=7
num_cat=0
split_feature=16 1 43 47 43 4
split_gain=8.81416e-06 3.2811e-05 2.97372e-05 2.99212e-05 2.45484e-05 2.25159e-05
threshold=0.38525000000000004 0.077565000000000009 -0.04890499999999999 1.0000000180025095e-35 -1.0000000180025095e-35 0.0061450000000000003
decision_type=2 2 2 2 2 2
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right_child=-2 2 3 -5 -6 -7
leaf_value=-0.022412825102698184 0.0081915514862547795 0.016274830110881357 -0.0056519515751235283 -0.01530761471259174 -0.0010489536092611388 0.014568782329276065
leaf_weight=0.0010612588971473907 0.0011166736785800406 0.0012869071494911438 0.0010443845701180328 0.0010787608931784034 0.0010905522655546478 0.0011648885505992908
leaf_count=1154 311 539 376 159 357 225
internal_value=0 -0.00140196 0.00338783 -0.00165602 -0.0115855 0.00500988
internal_weight=0 0.00672675 0.00457494 0.00328803 0.00215181 0.00220927
internal_count=3121 2810 1299 760 1511 601
is_linear=0
shrinkage=0.1


Tree=8212
num_leaves=6
num_cat=0
split_feature=3 15 2 16 15
split_gain=9.40048e-06 1.79103e-05 3.24854e-05 3.72631e-05 3.84659e-05
threshold=0.13524500000000003 -0.11713499999999999 0.092875000000000013 -0.083134999999999987 -0.015744999999999999
decision_type=2 2 2 2 2
left_child=1 -1 3 -3 -5
right_child=-2 2 -4 4 -6
leaf_value=-0.0133423322337864 0.0083174609462793436 0.018229100042110671 -0.0095875282128644202 0.011484568283306948 -0.015494664923683782
leaf_weight=0.0010676920174383497 0.0011501001991396269 0.0015346472759482886 0.0019623826611273173 0.0010387384973733964 0.001075772061163239
leaf_count=397 192 555 841 362 774
internal_value=0 -0.00147082 0.000787943 0.00636749 -0.00224131
internal_weight=0 0.00667923 0.00561154 0.00364916 0.00211451
internal_count=3121 2929 2532 1691 1136
is_linear=0
shrinkage=0.1


Tree=8213
num_leaves=6
num_cat=0
split_feature=42 160 43 16 0
split_gain=7.99811e-06 1.6664e-05 2.32983e-05 3.51965e-05 5.52433e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.074359999999999996 -0.056919999999999991 -0.15599999999999997
decision_type=2 2 2 2 2
left_child=-1 -2 -3 4 -4
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leaf_value=-0.0070497636492691668 -0.007953608391339002 0.01519681274891912 -0.0082245091591406968 -0.013776906872798259 0.022185865672471751
leaf_weight=0.0013438501771213052 0.0014648281021405066 0.0013862723557270269 0.0011907690990720623 0.0012320415786259802 0.0011986980080463778
leaf_count=862 828 482 114 322 513
internal_value=0 0.00142805 0.00417228 -4.77868e-05 0.00703113
internal_weight=0 0.00647261 0.00500778 0.00362151 0.00238947
internal_count=3121 2259 1431 949 627
is_linear=0
shrinkage=0.1


Tree=8214
num_leaves=6
num_cat=0
split_feature=484 48 12 16 15
split_gain=1.88392e-05 2.06187e-05 2.5557e-05 7.09302e-05 3.40524e-05
threshold=0.044540000000000003 0.08955500000000001 0.088305000000000008 -0.078844999999999985 -0.016799999999999995
decision_type=2 2 2 2 2
left_child=1 2 4 -4 -1
right_child=-2 -3 3 -5 -6
leaf_value=-0.0004622894567627986 0.00024594528320754825 0.00013371180930651287 0.00034851889683096618 -0.00029352600001074147 -2.44736036625509e-05
leaf_weight=0.0013124933237140025 0.0010155584937447792 0.0019507166715456905 0.0013580244053150081 0.0012899107637842999 0.0014240831357831159
leaf_count=481 435 408 443 696 658
internal_value=0 -3.9003e-05 -0.000101575 3.57542e-05 -0.000234455
internal_weight=0 0.00733523 0.00538451 0.00264794 0.00273658
internal_count=3121 2686 2278 1139 1139
is_linear=0
shrinkage=0.00196078


Tree=8215
num_leaves=6
num_cat=0
split_feature=42 160 13 16 0
split_gain=9.45389e-06 1.87766e-05 3.33146e-05 3.45641e-05 6.13146e-05
threshold=0.092145000000000019 -0.081639999999999976 -0.074044999999999986 -0.056919999999999991 -0.11437499999999999
decision_type=2 2 2 2 2
left_child=1 -1 -3 4 -4
right_child=-2 2 3 -5 -6
leaf_value=0.013676080780226958 -0.0082470837705467242 0.0098023642628914682 -0.013960083074781344 -0.018394231467623059 0.019587182549765034
leaf_weight=0.0010549718005596724 0.0011871829292240147 0.0019171820259895013 0.0011851775619081625 0.0014604435026256742 0.0010083428916121829
leaf_count=526 649 697 160 525 564
internal_value=0 0.00144315 -0.000873321 -0.0064747 0.00146131
internal_weight=0 0.00662612 0.00557115 0.00365396 0.00219352
internal_count=3121 2472 1946 1249 724
is_linear=0
shrinkage=0.1


Tree=8216
num_leaves=6
num_cat=0
split_feature=52 52 0 2 0
split_gain=1.0632e-05 2.37978e-05 2.00594e-05 2.54387e-05 4.60668e-05
threshold=-0.081429999999999989 -0.0064899999999999992 -0.14001499999999997 0.10097500000000002 -0.077999999999999986
decision_type=2 2 2 2 2
left_child=-1 -2 -3 4 -4
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leaf_value=0.0070609825279911321 -0.015157630074715635 0.011267483602774407 -0.0083981570537405691 -0.015712608130465322 0.019028068957683605
leaf_weight=0.0016647642054408345 0.0011160151487569761 0.0013771929482520838 0.001533752713706364 0.001087094211086808 0.0010195272516790694
leaf_count=771 438 234 999 338 341
internal_value=0 -0.00195005 0.000987601 -0.00290139 0.00255316
internal_weight=0 0.00613358 0.00501757 0.00364037 0.00255328
internal_count=3121 2350 1912 1678 1340
is_linear=0
shrinkage=0.1


Tree=8217
num_leaves=6
num_cat=0
split_feature=52 160 4 42 13
split_gain=1.03181e-05 4.20091e-05 2.86056e-05 2.19881e-05 2.55438e-05
threshold=-0.046924999999999988 -1.0000000180025095e-35 0.0052350000000000009 0.088060000000000013 -0.0039049999999999992
decision_type=2 2 2 2 2
left_child=2 -2 -1 4 -3
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leaf_weight=0.0012014709633059359 0.0010033867732444132 0.0014073600201185083 0.0011781178084577146 0.0012374167380229148 0.0017586254172648635
leaf_count=726 743 595 227 449 381
internal_value=0 -0.00243875 0.00546344 0.00176893 -0.00264884
internal_weight=0 0.00540679 0.00237959 0.0044034 0.00316599
internal_count=3121 2168 953 1425 976
is_linear=0
shrinkage=0.1


Tree=8218
num_leaves=7
num_cat=0
split_feature=50 160 3 48 15 13
split_gain=2.86122e-05 3.14197e-05 2.97834e-05 4.6852e-05 5.39356e-05 6.25115e-05
threshold=0.079410000000000008 -0.081639999999999976 -0.10519499999999998 0.092475000000000016 -0.016799999999999995 -0.029529999999999997
decision_type=2 2 2 2 2 2
left_child=1 -1 -3 4 -4 -6
right_child=-2 2 3 -5 5 -7
leaf_value=0.00034928711020359808 -0.00031648969050187393 0.00022370890906468801 -0.0004560592079876484 0.0002481613240221154 -0.00031026923015882002 0.0003637226736432527
leaf_weight=0.0010555408028291276 0.0010062459289526824 0.0015358134542187585 0.0016918535684788578 0.001207988126567242 0.0011016713473897507 0.0010179046974608888
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internal_value=0 3.53279e-05 -1.52266e-05 -8.83348e-05 -0.000194983 1.34085e-05
internal_weight=0 0.00761077 0.00655523 0.00501942 0.00381143 0.00211958
internal_count=3121 2512 2071 1779 1562 855
is_linear=0
shrinkage=0.00196078


Tree=8219
num_leaves=7
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split_feature=484 49 52 2 3 4
split_gain=2.49051e-05 1.99318e-05 3.15932e-05 4.70851e-05 6.66985e-05 3.06301e-05
threshold=0.073690000000000019 -0.081404999999999991 0.10347000000000002 0.10613000000000002 0.076840000000000006 0.053180000000000012
decision_type=2 2 2 2 2 2
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leaf_count=213 394 1280 428 461 112 233
internal_value=0 -4.15653e-05 -8.26769e-05 -0.000149875 -2.7694e-05 -0.000195647
internal_weight=0 0.00750759 0.00644105 0.00519668 0.00363775 0.0025981
internal_count=3121 2727 2514 2086 1625 1513
is_linear=0
shrinkage=0.00196078


Tree=8220
num_leaves=7
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split_feature=131 16 150 15 4 0
split_gain=2.09121e-05 3.18457e-05 4.642e-05 3.69302e-05 2.98011e-05 2.61361e-05
threshold=0.077555000000000027 0.0065250000000000004 0.081835000000000019 -0.13578499999999996 -0.10429499999999998 -0.10011499999999998
decision_type=2 2 2 2 2 2
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leaf_count=282 522 258 306 226 382 1145
internal_value=0 2.83608e-05 -6.50001e-05 -0.000167062 0.000203255 -4.98071e-05
internal_weight=0 0.00749841 0.00488874 0.00380346 0.00260967 0.0027797
internal_count=3121 2599 1959 1653 640 1371
is_linear=0
shrinkage=0.00196078


Tree=8221
num_leaves=7
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split_feature=4 0 43 52 1 2
split_gain=2.2812e-05 4.43128e-05 2.9552e-05 3.2017e-05 2.56761e-05 4.5644e-05
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decision_type=2 2 2 2 2 2
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leaf_count=183 529 196 925 809 279 200
internal_value=0 3.43323e-05 -2.5428e-05 4.25229e-05 -4.41261e-05 0.000100454
internal_weight=0 0.00747906 0.00646543 0.00512012 0.00390165 0.00213651
internal_count=3121 2938 2742 2213 1404 479
is_linear=0
shrinkage=0.00196078


Tree=8222
num_leaves=7
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split_feature=131 16 150 15 12 2
split_gain=3.15069e-05 3.75884e-05 4.20078e-05 3.29554e-05 3.09527e-05 2.63552e-05
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decision_type=2 2 2 2 2 2
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leaf_value=-0.0004597898580898746 -0.00033297308659092207 4.0996824868465801e-05 0.00026599077823104961 0.00010420799481082135 0.00046577286577306005 -0.00028056042226357346
leaf_weight=0.0010504560360634859 0.0010167995762273155 0.0015595866215917385 0.0011327239899176522 0.0016736339765687038 0.0011428284289320642 0.001157975946279415
leaf_count=282 516 358 307 938 283 437
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internal_weight=0 0.0077172 0.00501479 0.00388207 0.00270242 0.00283161
internal_count=3121 2605 1964 1657 641 1375
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shrinkage=0.00196078


Tree=8223
num_leaves=6
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split_feature=43 133 42 16 16
split_gain=1.03124e-05 3.27561e-05 4.59466e-05 4.30885e-05 1.71357e-05
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decision_type=2 2 2 2 2
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leaf_count=476 309 827 671 382 456
internal_value=0 0.00189145 -0.00152749 0.00342386 -0.00431056
internal_weight=0 0.00610508 0.00501294 0.00395505 0.00255314
internal_count=3121 2645 1818 1147 765
is_linear=0
shrinkage=0.1


Tree=8224
num_leaves=6
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split_feature=4 16 2 2 1
split_gain=8.80911e-06 1.78652e-05 2.40928e-05 2.22335e-05 2.58034e-05
threshold=0.26790000000000008 -0.092484999999999984 0.10644500000000001 0.090050000000000005 0.091900000000000023
decision_type=2 2 2 2 2
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right_child=-2 2 -4 -5 -6
leaf_value=-0.0095892058089859962 0.0075517921863141341 0.013340378056932582 0.014653769409126039 -0.013138253533074266 -0.0080036620953436791
leaf_weight=0.001934131466729311 0.0012790831956798329 0.0012409728091206187 0.0011159732400066414 0.0012167242658536952 0.0010419789808038453
leaf_count=479 377 1025 393 529 318
internal_value=0 -0.00152124 0.00185954 -0.00222027 0.00359859
internal_weight=0 0.00654978 0.00461565 0.00349968 0.00228295
internal_count=3121 2744 2265 1872 1343
is_linear=0
shrinkage=0.1


Tree=8225
num_leaves=6
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split_feature=457 15 52 1 3
split_gain=1.00961e-05 2.18579e-05 1.86253e-05 4.15803e-05 3.75092e-05
threshold=0.045365000000000009 1.0000000180025095e-35 0.10347000000000002 0.078340000000000007 0.095270000000000007
decision_type=2 2 2 2 2
left_child=1 2 3 -1 -5
right_child=-2 -3 -4 4 -6
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leaf_weight=0.0010031050323536825 0.0010001972601807107 0.0017306027776476818 0.0011489250337353568 0.0018481191337888486 0.0010885294102050045
leaf_count=636 289 1167 304 554 171
internal_value=0 -0.00141105 0.0018906 -0.00137649 0.00462773
internal_weight=0 0.00681928 0.00508868 0.00393975 0.00293665
internal_count=3121 2832 1665 1361 725
is_linear=0
shrinkage=0.1


Tree=8226
num_leaves=7
num_cat=0
split_feature=484 12 16 43 0 48
split_gain=2.35077e-05 2.4279e-05 3.05933e-05 3.58723e-05 5.27435e-05 3.61314e-05
threshold=0.064170000000000019 0.10388500000000002 0.23311500000000004 -0.086304999999999979 -0.10224499999999999 0.016865000000000002
decision_type=2 2 2 2 2 2
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leaf_value=-0.00039290615874917694 0.00027758819161885869 -0.00031866496676823597 0.00029865828651791073 -0.00045403264058767974 0.00026420534563304329 2.9578884328022598e-05
leaf_weight=0.0010024978761448596 0.0010037124536804885 0.0010485382961732681 0.0011136197162622619 0.0010173206172380323 0.0018943753071460597 0.0014272207813459795
leaf_count=369 406 322 324 217 1313 170
internal_value=0 -4.19274e-05 3.02509e-06 -5.86108e-05 1.86274e-05 -0.000171681
internal_weight=0 0.00750357 0.00645503 0.00534141 0.00433892 0.00244454
internal_count=3121 2715 2393 2069 1700 387
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Tree=8227
num_leaves=6
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split_feature=3 15 52 2 15
split_gain=8.91941e-06 1.58992e-05 2.91294e-05 3.93167e-05 5.91862e-05
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decision_type=2 2 2 2 2
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leaf_weight=0.0010670247208945886 0.001142519605176833 0.0012684701881336656 0.0011965366771886695 0.001314856944776374 0.001830331913418198
leaf_count=397 192 593 358 414 1167
internal_value=0 -0.00143179 0.000696289 0.00459109 0.010863
internal_weight=0 0.00667722 0.0056102 0.00434173 0.00302687
internal_count=3121 2929 2532 1939 1525
is_linear=0
shrinkage=0.1


Tree=8228
num_leaves=7
num_cat=0
split_feature=13 47 42 52 1 3
split_gain=1.45053e-05 2.60709e-05 3.65642e-05 6.43545e-05 3.70899e-05 2.74516e-05
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decision_type=2 2 2 2 2 2
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leaf_weight=0.0010543895516493956 0.0010013943900943102 0.0011521668319680904 0.0014272449701791972 0.0015538228879263833 0.0010565940865197949 0.0010435125115315145
leaf_count=169 828 163 581 838 214 328
internal_value=0 -3.10381e-05 2.01903e-05 8.76796e-05 0.000225593 9.95937e-05
internal_weight=0 0.00723474 0.00608257 0.00508117 0.00365393 0.00259734
internal_count=3121 2952 2789 1961 1380 1166
is_linear=0
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Tree=8229
num_leaves=6
num_cat=0
split_feature=484 1 49 4 16
split_gain=2.81293e-05 2.90012e-05 3.53532e-05 4.52422e-05 4.54249e-05
threshold=0.073690000000000019 0.12408500000000001 -0.043469999999999995 -0.082109999999999975 -0.088159999999999988
decision_type=2 2 2 2 2
left_child=1 2 -1 -4 -5
right_child=-2 -3 3 4 -6
leaf_value=0.00015310562056441228 0.0003005976684427894 0.00023171741921499439 5.8616145641591949e-05 -0.00011470383666752841 -0.00060057932263707858
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leaf_count=322 394 242 637 467 1059
internal_value=0 -4.64534e-05 -9.87319e-05 -0.000182354 -0.000331328
internal_weight=0 0.00766728 0.00645428 0.00484539 0.00299425
internal_count=3121 2727 2485 2163 1526
is_linear=0
shrinkage=0.00196078


Tree=8230
num_leaves=7
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split_feature=484 1 48 3 0 15
split_gain=2.39885e-05 3.16819e-05 3.47647e-05 3.14766e-05 4.93323e-05 3.43834e-05
threshold=0.073690000000000019 0.12500000000000003 0.089670000000000014 -0.088084999999999983 -0.083914999999999976 -0.043924999999999992
decision_type=2 2 2 2 2 2
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internal_weight=0 0.00771141 0.00657271 0.00490483 0.00327799 0.00208895
internal_count=3121 2727 2495 2160 1578 764
is_linear=0
shrinkage=0.00196078


Tree=8231
num_leaves=5
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split_feature=0 47 3 42
split_gain=9.65893e-06 2.36625e-05 3.22218e-05 4.13661e-05
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decision_type=2 2 2 2
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leaf_count=1027 365 363 223 1143
internal_value=0 -0.00199116 0.00207814 -0.00409727
internal_weight=0 0.00598559 0.00421855 0.00281372
internal_count=3121 2756 2393 2170
is_linear=0
shrinkage=0.1


Tree=8232
num_leaves=7
num_cat=0
split_feature=484 49 0 16 52 0
split_gain=1.69948e-05 2.34082e-05 3.56495e-05 4.35198e-05 6.39998e-05 2.24516e-05
threshold=0.044540000000000003 -0.081404999999999991 -0.10836499999999999 -0.056919999999999991 0.091275000000000009 -0.18901999999999997
decision_type=2 2 2 2 2 2
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internal_weight=0 0.00732802 0.00627962 0.00411023 0.00235969 0.00216939
internal_count=3121 2686 2473 2090 941 383
is_linear=0
shrinkage=0.00196078


Tree=8233
num_leaves=6
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split_feature=12 160 151 0 1
split_gain=1.68101e-05 3.17058e-05 3.48633e-05 5.83591e-05 7.89489e-05
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decision_type=2 2 2 2 2
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internal_value=0 -4.5412e-05 2.20558e-05 9.44532e-05 0.000240838
internal_weight=0 0.00718978 0.00566803 0.00463968 0.00321506
internal_count=3121 2700 1830 1580 1305
is_linear=0
shrinkage=0.00196078


Tree=8234
num_leaves=7
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split_feature=52 0 4 1 0 4
split_gain=9.59661e-06 2.21238e-05 3.59149e-05 2.69056e-05 5.99238e-05 4.84947e-05
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decision_type=2 2 2 2 2 2
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internal_weight=0 0.00667474 0.00215596 0.00451878 0.00323999 0.00216838
internal_count=3121 2620 497 2123 1881 1760
is_linear=0
shrinkage=0.1


Tree=8235
num_leaves=6
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split_feature=4 16 160 16 43
split_gain=9.05644e-06 1.99817e-05 2.12991e-05 2.98258e-05 5.09117e-05
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decision_type=2 2 2 2 2
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internal_weight=0 0.00610354 0.00462189 0.00361199 0.00246935
internal_count=3121 2695 2265 1665 889
is_linear=0
shrinkage=0.1


Tree=8236
num_leaves=7
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split_feature=50 16 160 52 49 0
split_gain=1.98735e-05 3.15135e-05 5.45006e-05 4.09309e-05 3.21776e-05 3.0536e-05
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decision_type=2 2 2 2 2 2
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internal_weight=0 0.00750743 0.00352561 0.00251676 0.00398182 0.0027492
internal_count=3121 2494 1091 719 1403 1188
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Tree=8237
num_leaves=5
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split_feature=2 12 52 2
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decision_type=2 2 2 2
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internal_weight=0 0.00315274 0.00468252 0.003346
internal_count=3121 1682 1439 909
is_linear=0
shrinkage=0.1


Tree=8238
num_leaves=6
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split_feature=3 52 52 43 0
split_gain=1.06511e-05 1.4694e-05 2.89238e-05 3.47163e-05 2.38751e-05
threshold=0.13524500000000003 -0.0064899999999999992 0.10611000000000001 -0.0037449999999999996 -0.074479999999999977
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internal_weight=0 0.00668178 0.00422409 0.00314889 0.00245769
internal_count=3121 2929 1800 1276 1129
is_linear=0
shrinkage=0.1


Tree=8239
num_leaves=8
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split_feature=484 160 4 42 12 4 15
split_gain=3.02488e-05 5.89319e-05 4.25486e-05 5.83426e-05 7.52219e-05 5.11314e-05 1.7852e-05
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decision_type=2 2 2 2 2 2 2
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leaf_count=613 394 331 305 410 413 94 561
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internal_weight=0 0.00776135 0.0067579 0.00531089 0.00427823 0.0031792 0.00209823
internal_count=3121 2727 2114 1809 1399 986 892
is_linear=0
shrinkage=0.00196078


Tree=8240
num_leaves=7
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split_feature=4 42 16 12 1 15
split_gain=1.93783e-05 2.35084e-05 2.65179e-05 3.74734e-05 2.93632e-05 2.07033e-05
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decision_type=2 2 2 2 2 2
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leaf_count=584 328 547 250 406 269 737
internal_value=0 -4.33661e-05 2.24173e-06 6.01473e-05 -3.37562e-05 -0.000160171
internal_weight=0 0.00719596 0.00617356 0.00513164 0.00390513 0.00251489
internal_count=3121 2793 2246 1996 1590 1321
is_linear=0
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Tree=8241
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split_feature=50 4 151 0 12 0
split_gain=1.36883e-05 3.02826e-05 3.49274e-05 3.19025e-05 4.02924e-05 5.31098e-05
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decision_type=2 2 2 2 2 2
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leaf_weight=0.0010236141461423482 0.00101945362174746 0.0010335851380129484 0.0011679367193565052 0.001758949157178182 0.0013429906305043801 0.001062321683240518
leaf_count=361 627 303 155 211 801 663
internal_value=0 2.47472e-05 -2.58713e-05 -8.9557e-05 -0.000195967 -0.00035754
internal_weight=0 0.0073894 0.00635581 0.0053322 0.00357325 0.00223026
internal_count=3121 2494 2191 1830 1619 818
is_linear=0
shrinkage=0.00196078


Tree=8242
num_leaves=7
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split_feature=2 13 42 0 3 15
split_gain=1.49921e-05 2.86456e-05 2.57483e-05 2.39889e-05 3.17576e-05 1.39364e-05
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decision_type=2 2 2 2 2 2
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leaf_value=0.00020697444894672668 0.0003396767364005624 0.00013806901071169279 -0.00050832526738037685 0.00011177877548346924 -7.6635869906724265e-05 -0.00017088956897275397
leaf_weight=0.0010007530735696899 0.0012118715338361699 0.0010103172306150409 0.0010568221480818077 0.0010127109522842979 0.0017239825380817831 0.0012630476448743228
leaf_count=337 200 308 1135 237 493 411
internal_value=0 9.62048e-05 -7.27949e-05 -0.0001466 -0.000240696 -3.35838e-05
internal_weight=0 0.00348524 0.00479427 0.00379352 0.0027808 0.00227336
internal_count=3121 919 2202 1865 1628 719
is_linear=0
shrinkage=0.00196078


Tree=8243
num_leaves=7
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split_feature=484 49 52 4 15 4
split_gain=2.1879e-05 2.72852e-05 3.27544e-05 3.73124e-05 5.70079e-05 1.94697e-05
threshold=0.064170000000000019 -0.081404999999999991 0.070205000000000017 0.24564500000000003 -0.016799999999999995 -0.16363499999999997
decision_type=2 2 2 2 2 2
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leaf_value=0.00024736033185077198 0.00026502934407152492 -0.00060100556835343522 0.00030237236969796058 7.8323224096721745e-05 -4.7585849606092076e-05 -6.6582075887148122e-05
leaf_weight=0.0010660418372823669 0.0010050853570346381 0.0014061926197002127 0.0010089614340923832 0.0013275800561416292 0.0014572147891056286 0.0012085466631738986
leaf_count=213 406 618 62 304 686 832
internal_value=0 -4.31038e-05 -9.1422e-05 -0.000193389 -0.000319365 0.000101291
internal_weight=0 0.00747454 0.0064085 0.00419099 0.00286341 0.00221751
internal_count=3121 2715 2502 1608 1304 894
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Tree=8244
num_leaves=6
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split_feature=12 160 0 0 3
split_gain=1.01711e-05 2.99514e-05 2.70495e-05 4.35146e-05 3.73228e-05
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decision_type=2 2 2 2 2
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leaf_count=421 870 251 308 934 337
internal_value=0 -0.00150383 0.00195288 0.00624983 0.0159579
internal_weight=0 0.00676078 0.00532464 0.00390525 0.00211573
internal_count=3121 2700 1830 1522 1271
is_linear=0
shrinkage=0.1


Tree=8245
num_leaves=6
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split_feature=2 13 43 0 16
split_gain=1.20124e-05 2.32896e-05 1.66632e-05 2.38499e-05 6.5107e-06
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decision_type=2 2 2 2 2
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leaf_weight=0.0018903673530366 0.0011531070594886185 0.0011297459049894895 0.0015334642163516328 0.0011265797072416268 0.0010253803419053035
leaf_count=936 200 279 239 1027 440
internal_value=0 0.00454503 -0.00337388 -0.0084752 -0.00159232
internal_weight=0 0.00330823 0.00455041 0.00266004 0.00215513
internal_count=3121 919 2202 1266 719
is_linear=0
shrinkage=0.1


Tree=8246
num_leaves=7
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split_feature=50 4 151 0 12 0
split_gain=1.67602e-05 3.36958e-05 3.11711e-05 3.64238e-05 4.50576e-05 6.61486e-05
threshold=1.0000000180025095e-35 0.36766000000000004 -0.024429999999999997 -0.019414999999999998 0.088485000000000022 -0.13027499999999997
decision_type=2 2 2 2 2 2
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leaf_value=0.00028936924415655054 -0.00024093590872118785 0.00035650485237163448 -4.6231994752673596e-05 0.00014692565203426047 8.5063045366854244e-05 -0.0007218578876740236
leaf_weight=0.0010180234587313288 0.0010087676911497501 0.0010353498812620404 0.0011654801002680833 0.0017476689721881728 0.0013451820366377496 0.0010674058635540416
leaf_count=361 627 303 155 211 801 663
internal_value=0 2.8526e-05 -2.50026e-05 -8.50953e-05 -0.000198423 -0.000369207
internal_weight=0 0.00737911 0.00634376 0.00532574 0.00357807 0.00223289
internal_count=3121 2494 2191 1830 1619 818
is_linear=0
shrinkage=0.00196078


Tree=8247
num_leaves=7
num_cat=0
split_feature=484 49 52 15 15 3
split_gain=4.10016e-05 2.37837e-05 4.02178e-05 5.42531e-05 6.53557e-05 3.19471e-05
threshold=0.073690000000000019 -0.081404999999999991 -1.0000000180025095e-35 -0.11033999999999998 -0.028889999999999996 -0.082974999999999979
decision_type=2 2 2 2 2 2
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right_child=-2 2 3 4 5 -7
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leaf_weight=0.0010876059651049718 0.001042293833613585 0.0017918565839881839 0.0010653127068177581 0.0010260142536113047 0.00108513063391118 0.0015968701986608283
leaf_count=213 394 868 270 305 501 570
internal_value=0 -5.54045e-05 -9.98955e-05 -5.86764e-06 0.000106179 -5.48291e-05
internal_weight=0 0.00765279 0.00656518 0.00477333 0.00370802 0.002682
internal_count=3121 2727 2514 1646 1376 1071
is_linear=0
shrinkage=0.00196078


Tree=8248
num_leaves=6
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split_feature=0 1 47 16 0
split_gain=1.0117e-05 3.29122e-05 2.68167e-05 2.37964e-05 1.85377e-05
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decision_type=2 2 2 2 2
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leaf_count=1554 252 138 341 293 543
internal_value=0 -0.00172044 0.00193767 0.00773029 0.00126406
internal_weight=0 0.00646146 0.00511712 0.00311966 0.00201509
internal_count=3121 2869 1315 974 681
is_linear=0
shrinkage=0.1


Tree=8249
num_leaves=7
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split_feature=50 160 13 13 4 52
split_gain=4.05494e-05 3.46782e-05 3.23012e-05 5.01427e-05 5.37357e-05 2.72771e-05
threshold=0.079410000000000008 -0.081639999999999976 0.086705000000000018 -0.074044999999999986 0.0061450000000000003 0.0046550000000000003
decision_type=2 2 2 2 2 2
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leaf_weight=0.0010774641837192171 0.0010147624853853038 0.0012641295237951395 0.0013871343693670915 0.0011254569925407607 0.0017734068346072003 0.0010055106942754054
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internal_weight=0 0.0076331 0.00655564 0.0051685 0.00289886 0.00226964
internal_count=3121 2512 2071 1819 1048 771
is_linear=0
shrinkage=0.00196078


Tree=8250
num_leaves=6
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split_feature=43 133 42 16 16
split_gain=8.967e-06 3.0314e-05 4.42797e-05 3.50052e-05 2.02816e-05
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decision_type=2 2 2 2 2
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leaf_weight=0.0017506725428532623 0.0014315734378850245 0.0010984985828263053 0.0010596033941891762 0.0014060052633180324 0.0011324031620931528
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internal_value=0 0.00175726 -0.00152969 0.00331776 -0.00363582
internal_weight=0 0.00612808 0.00502959 0.00396998 0.00256398
internal_count=3121 2645 1818 1147 765
is_linear=0
shrinkage=0.1


Tree=8251
num_leaves=6
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split_feature=47 1 15 15 12
split_gain=8.66221e-06 2.35485e-05 6.13638e-05 3.15308e-05 2.24113e-05
threshold=0.09550500000000002 0.095285000000000022 -0.0063699999999999989 -0.07490999999999999 0.088305000000000008
decision_type=2 2 2 2 2
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leaf_count=863 314 383 598 330 633
internal_value=0 -0.00179317 -0.00633524 0.00663495 0.00110986
internal_weight=0 0.00615147 0.00399727 0.0021542 0.00293686
internal_count=3121 2807 2094 713 1231
is_linear=0
shrinkage=0.1


Tree=8252
num_leaves=6
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split_feature=457 133 43 13 15
split_gain=1.06803e-05 2.18265e-05 5.8311e-05 4.78905e-05 5.09259e-05
threshold=0.045365000000000009 0.091410000000000005 -0.04890499999999999 -0.095304999999999987 -1.0000000180025095e-35
decision_type=2 2 2 2 2
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leaf_count=950 289 576 270 357 679
internal_value=0 -0.00144931 0.000948566 -0.00622494 -0.013739
internal_weight=0 0.00684894 0.0058021 0.00383729 0.00264204
internal_count=3121 2832 2256 1306 1036
is_linear=0
shrinkage=0.1


Tree=8253
num_leaves=7
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split_feature=50 160 3 4 16 0
split_gain=2.86339e-05 3.52795e-05 3.60604e-05 4.95936e-05 7.02168e-05 4.94516e-05
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decision_type=2 2 2 2 2 2
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leaf_weight=0.0010457136169251483 0.0010021885364337188 0.0010350416014962165 0.0010099838161894987 0.001666199316121438 0.001410209648624361 0.0013343487529633101
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internal_weight=0 0.0075015 0.00645578 0.0054458 0.00307641 0.00236939
internal_count=3121 2512 2071 1933 596 1337
is_linear=0
shrinkage=0.00196078


Tree=8254
num_leaves=7
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split_feature=50 160 3 48 15 13
split_gain=1.9502e-05 3.30605e-05 2.6791e-05 4.01664e-05 5.1045e-05 4.09788e-05
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decision_type=2 2 2 2 2 2
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internal_weight=0 0.00735011 0.00631475 0.00485838 0.00367699 0.00202365
internal_count=3121 2494 2055 1768 1552 851
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Tree=8255
num_leaves=6
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split_feature=43 16 15 16 1
split_gain=9.99464e-06 2.73104e-05 5.41363e-05 4.57106e-05 2.77038e-05
threshold=-0.09225499999999999 0.22339500000000004 -0.0088349999999999974 -0.084119999999999986 0.094385000000000011
decision_type=2 2 2 2 2
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leaf_count=476 639 363 403 739 501
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internal_weight=0 0.00610302 0.00508517 0.00213878 0.00294639
internal_count=3121 2645 2282 1142 1140
is_linear=0
shrinkage=0.1


Tree=8256
num_leaves=7
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split_feature=131 15 48 52 133 16
split_gain=1.8033e-05 2.78776e-05 3.39847e-05 4.94763e-05 3.58334e-05 0.000100221
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decision_type=2 2 2 2 2 2
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internal_weight=0 0.00753071 0.00608251 0.00506517 0.00406337 0.00306044
internal_count=3121 2605 2205 2016 1539 879
is_linear=0
shrinkage=0.00196078


Tree=8257
num_leaves=6
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split_feature=51 49 42 16 16
split_gain=9.62845e-06 1.93664e-05 3.98352e-05 1.73214e-05 3.11169e-05
threshold=-0.076794999999999988 -0.043469999999999995 0.088915000000000008 0.023255000000000001 -0.078844999999999985
decision_type=2 2 2 2 2
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leaf_count=537 358 833 674 227 492
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internal_weight=0 0.00654318 0.00505833 0.00402248 0.00288335
internal_count=3121 2584 2226 1552 1325
is_linear=0
shrinkage=0.1


Tree=8258
num_leaves=7
num_cat=0
split_feature=131 15 151 49 0 52
split_gain=5.23901e-05 4.02845e-05 5.01035e-05 5.29076e-05 6.05972e-05 8.72329e-05
threshold=0.084390000000000007 -0.11713499999999999 -0.024429999999999997 -0.049039999999999993 -0.10011499999999998 0.083680000000000018
decision_type=2 2 2 2 2 2
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leaf_count=405 492 391 151 185 876 621
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internal_weight=0 0.00803156 0.00648309 0.00532108 0.00432053 0.0030283
internal_count=3121 2629 2224 1833 1682 1497
is_linear=0
shrinkage=0.00196078


Tree=8259
num_leaves=8
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split_feature=484 48 0 2 16 4 43
split_gain=3.11924e-05 3.05386e-05 9.5439e-05 3.83247e-05 7.63217e-05 4.67065e-05 2.01304e-05
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decision_type=2 2 2 2 2 2 2
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leaf_count=905 394 63 345 384 385 246 399
internal_value=0 -4.55358e-05 0.000157418 -0.000119355 -0.000194298 3.97807e-05 -0.000460219
internal_weight=0 0.00783686 0.0020902 0.00574666 0.00471405 0.00250712 0.00220692
internal_count=3121 2727 408 2319 1935 1151 784
is_linear=0
shrinkage=0.00196078


Tree=8260
num_leaves=7
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split_feature=484 12 16 2 12 4
split_gain=2.88389e-05 2.8375e-05 4.70741e-05 7.06618e-05 8.16173e-05 2.99061e-05
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decision_type=2 2 2 2 2 2
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leaf_weight=0.0016263038699778545 0.0010053621195395381 0.0010458675632650065 0.0013211562199552092 0.0010513234122894936 0.0015263152725119755 0.0010560494146730048
leaf_count=307 394 322 864 290 832 112
internal_value=0 -4.67541e-05 9.22852e-07 9.59299e-05 -2.55899e-05 -0.000252776
internal_weight=0 0.00762702 0.00658115 0.00495484 0.00390352 0.00237721
internal_count=3121 2727 2405 2098 1808 976
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Tree=8261
num_leaves=6
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split_feature=12 3 1 15 3
split_gain=9.61126e-06 3.56889e-05 5.47479e-05 3.4066e-05 6.91012e-05
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decision_type=2 2 2 2 2
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leaf_weight=0.0019017384926652424 0.0012013732100738244 0.0010188656200473636 0.0010051114975629834 0.0011781215145628536 0.0015869732172394673
leaf_count=369 277 189 263 669 1354
internal_value=0 0.00345189 0.00909677 -0.00352766 -0.00955159
internal_weight=0 0.00392572 0.00290685 0.00396647 0.00278835
internal_count=3121 821 632 2300 1631
is_linear=0
shrinkage=0.1


Tree=8262
num_leaves=6
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split_feature=47 1 15 4 12
split_gain=2.33705e-05 2.37656e-05 5.37015e-05 4.19291e-05 1.91987e-05
threshold=0.09550500000000002 0.095285000000000022 -0.0063699999999999989 0.053925000000000008 0.088305000000000008
decision_type=2 2 2 2 2
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leaf_count=863 314 390 598 323 633
internal_value=0 -5.45704e-05 -0.000139498 0.000103471 -9.61838e-06
internal_weight=0 0.00680751 0.004428 0.00237951 0.00325163
internal_count=3121 2807 2094 713 1231
is_linear=0
shrinkage=0.00196078


Tree=8263
num_leaves=7
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split_feature=50 4 4 2 48 13
split_gain=4.29899e-05 4.0398e-05 4.08659e-05 3.45913e-05 5.19455e-05 4.85334e-05
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decision_type=2 2 2 2 2 2
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leaf_weight=0.0011626494726193581 0.0010828967677536253 0.001093495198334943 0.0016406318619520245 0.0012770035629506814 0.00109971448137966 0.0017484725145436781
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internal_weight=0 0.00802197 0.00692847 0.00528784 0.00401084 0.00291112
internal_count=3121 2512 2209 1991 1654 1343
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Tree=8264
num_leaves=6
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split_feature=157 0 43 52 4
split_gain=1.02741e-05 2.76851e-05 3.48175e-05 5.95932e-05 1.9718e-05
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decision_type=2 2 2 2 2
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internal_weight=0 0.00690785 0.00522365 0.00406312 0.00300148
internal_count=3121 2550 2293 1837 1076
is_linear=0
shrinkage=0.1


Tree=8265
num_leaves=7
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split_feature=484 160 49 52 4 16
split_gain=2.64269e-05 3.99584e-05 4.42677e-05 2.60532e-05 5.64351e-05 3.82896e-05
threshold=0.073690000000000019 -1.0000000180025095e-35 -0.081404999999999991 0.077655000000000016 0.0052350000000000009 -0.094359999999999986
decision_type=2 2 2 2 2 2
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internal_weight=0 0.00779344 0.00679003 0.00576909 0.0038825 0.00287771
internal_count=3121 2727 2114 1941 1293 505
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Tree=8266
num_leaves=7
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split_feature=50 160 3 4 16 0
split_gain=2.58834e-05 2.7466e-05 2.90635e-05 4.03457e-05 6.62714e-05 4.72345e-05
threshold=0.079410000000000008 -0.081639999999999976 0.12745000000000004 0.0052350000000000009 -0.094359999999999986 -0.076899999999999982
decision_type=2 2 2 2 2 2
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leaf_weight=0.0010646215361391599 0.0010067313427321008 0.0010570323225998169 0.0010513122743572544 0.0016829450550006498 0.0014296891287169998 0.0013393020958632775
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internal_weight=0 0.0076249 0.00656028 0.00550897 0.00311263 0.00239633
internal_count=3121 2512 2071 1933 596 1337
is_linear=0
shrinkage=0.00196078


Tree=8267
num_leaves=7
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split_feature=457 52 0 13 2 43
split_gain=1.10372e-05 2.30931e-05 2.93028e-05 2.78519e-05 3.50729e-05 2.85286e-05
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decision_type=2 2 2 2 2 2
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internal_weight=0 0.00691314 0.00581773 0.00443308 0.00320466 0.00212448
internal_count=3121 2832 2343 2172 1932 1296
is_linear=0
shrinkage=0.1


Tree=8268
num_leaves=7
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split_feature=50 160 3 42 151 42
split_gain=2.74585e-05 3.44624e-05 3.19412e-05 3.97451e-05 3.69232e-05 7.18396e-05
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decision_type=2 2 2 2 2 2
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internal_weight=0 0.00754607 0.00650108 0.00548755 0.00437639 0.00336405
internal_count=3121 2512 2071 1933 1291 1024
is_linear=0
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Tree=8269
num_leaves=7
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split_feature=52 160 42 2 3 2
split_gain=9.53191e-06 3.81536e-05 2.62889e-05 3.13706e-05 6.07709e-05 2.50007e-05
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decision_type=2 2 2 2 2 2
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is_linear=0
shrinkage=0.1


Tree=8270
num_leaves=6
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split_feature=160 16 16 0 4
split_gain=9.84376e-06 2.53028e-05 5.0302e-05 3.38686e-05 4.08784e-05
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decision_type=2 2 2 2 2
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internal_weight=0 0.00675608 0.00294101 0.00381508 0.00225097
internal_count=3121 2472 1093 1379 347
is_linear=0
shrinkage=0.1


Tree=8271
num_leaves=6
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split_feature=15 12 15 3 3
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decision_type=2 2 2 2 2
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internal_weight=0 0.00608283 0.0035992 0.00258933 0.00248363
internal_count=3121 1941 749 596 1192
is_linear=0
shrinkage=0.1


Tree=8272
num_leaves=7
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split_feature=131 160 49 49 15 4
split_gain=2.8897e-05 2.80996e-05 3.80097e-05 3.9008e-05 8.10592e-05 6.69028e-05
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decision_type=2 2 2 2 2 2
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internal_weight=0 0.00790998 0.00669443 0.00569207 0.00405089 0.00257001
internal_count=3121 2629 2094 1647 1342 1056
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Tree=8273
num_leaves=7
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split_gain=1.03961e-05 1.73724e-05 3.07118e-05 4.70424e-05 4.22564e-05 1.49522e-05
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decision_type=2 2 2 2 2 2
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internal_weight=0 0.00688526 0.00565563 0.00231165 0.00334398 0.00204442
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Tree=8274
num_leaves=6
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split_feature=50 15 16 48 0
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decision_type=2 2 2 2 2
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internal_weight=0 0.00793496 0.0062625 0.00453925 0.00350673
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is_linear=0
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Tree=8275
num_leaves=8
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split_feature=50 15 16 48 0 0 4
split_gain=3.73207e-05 2.77438e-05 5.29396e-05 6.24725e-05 6.25734e-05 3.95532e-05 7.09037e-05
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decision_type=2 2 2 2 2 2 2
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internal_weight=0 0.00786441 0.00685206 0.00570935 0.00470564 0.00331807 0.00228381
internal_count=3121 2512 2194 1978 1763 1584 337
is_linear=0
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Tree=8276
num_leaves=7
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split_feature=1 43 16 151 0 2
split_gain=4.26479e-05 4.0055e-05 3.76986e-05 3.49806e-05 3.64842e-05 5.80604e-05
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decision_type=2 2 2 2 2 2
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leaf_weight=0.0010371404066115419 0.0010618923902397524 0.001024373340715362 0.0015501006319278031 0.001772065735609254 0.001516677157699417 0.0010358249834174118
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internal_weight=0 0.00363637 0.00257447 0.00536171 0.00432457 0.00280789
internal_count=3121 691 449 2430 2040 1883
is_linear=0
shrinkage=0.00196078


Tree=8277
num_leaves=7
num_cat=0
split_feature=50 15 4 48 13 4
split_gain=3.14677e-05 4.85051e-05 4.25642e-05 5.13529e-05 5.51609e-05 9.03694e-05
threshold=0.079410000000000008 -0.15026499999999995 0.098655000000000007 0.082620000000000013 -0.063184999999999977 -0.082249999999999976
decision_type=2 2 2 2 2 2
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leaf_weight=0.0010023877884591612 0.0010229159269002381 0.0012465980947922763 0.0016893254663747082 0.0015081291198274045 0.001066697694291262 0.0012286398184197945
leaf_count=318 609 755 270 352 429 388
internal_value=0 3.86128e-05 -2.12436e-05 6.88824e-05 -6.01394e-05 0.000120189
internal_weight=0 0.00774178 0.00673939 0.00505006 0.00354194 0.00229534
internal_count=3121 2512 2194 1924 1572 817
is_linear=0
shrinkage=0.00196078


Tree=8278
num_leaves=7
num_cat=0
split_feature=131 150 15 3 4 3
split_gain=2.94513e-05 4.14674e-05 5.20633e-05 4.72748e-05 4.1751e-05 3.22136e-05
threshold=0.084390000000000007 0.085455000000000017 -0.037864999999999989 -0.084074999999999997 -0.064054999999999987 0.095270000000000007
decision_type=2 2 2 2 2 2
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right_child=-2 -3 3 4 -6 -7
leaf_value=-4.2966130136242489e-05 -0.00032231608808233885 0.00036128138574554165 -0.00016385969024450433 4.4779157848750604e-05 0.00054875023137071022 -0.00048476127829247571
leaf_weight=0.0013680263696902366 0.0010087257700571181 0.0012488445458063505 0.0015251216140919218 0.0013987092659284404 0.0011529510789645143 0.0011834731808699074
leaf_count=807 492 300 638 556 206 122
internal_value=0 3.35291e-05 -2.82232e-05 0.000109255 0.000272495 -0.000247886
internal_weight=0 0.00787713 0.00662828 0.00407678 0.00255166 0.0025515
internal_count=3121 2629 2329 1400 762 929
is_linear=0
shrinkage=0.00196078


Tree=8279
num_leaves=6
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split_feature=48 2 1 0 16
split_gain=1.09787e-05 5.63945e-05 4.34542e-05 5.63044e-05 4.64765e-05
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decision_type=2 2 2 2 2
left_child=2 -2 3 -1 -5
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leaf_value=-0.026836771953458405 0.01878171696368218 -0.012078558379505448 0.012785208857829864 0.012796717851702314 -0.012034524942949642
leaf_weight=0.0011168719956194308 0.0013821444153458563 0.0010360250558319691 0.001390313397153794 0.0013999102851617968 0.0016330797212129357
leaf_count=283 425 168 354 965 926
internal_value=0 0.00556014 -0.0025156 -0.00764178 -0.000573389
internal_weight=0 0.00241817 0.00554018 0.00414986 0.00303299
internal_count=3121 593 2528 2174 1891
is_linear=0
shrinkage=0.1


Tree=8280
num_leaves=7
num_cat=0
split_feature=4 0 13 49 12 3
split_gain=2.03432e-05 4.40013e-05 2.42435e-05 3.40543e-05 4.79803e-05 5.50224e-05
threshold=-0.46376499999999993 -0.019414999999999998 1.0000000180025095e-35 1.0000000180025095e-35 0.089885000000000007 0.090900000000000009
decision_type=2 2 2 2 2 2
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right_child=1 -3 -4 -5 -6 -7
leaf_value=-0.00026688411267767795 -0.00023529908309136597 0.00040747013716361277 -0.00029429994455640085 -0.00029246345720074387 0.00044896392596095448 0.00028148644952282674
leaf_weight=0.001006503351075369 0.001903325069433681 0.0010255240066258031 0.0011038185832419811 0.0010518106442444592 0.001127840114599178 0.0013567151586256184
leaf_count=183 1000 196 452 533 571 186
internal_value=0 2.98329e-05 -2.93518e-05 2.44112e-05 0.000100369 -2.02309e-05
internal_weight=0 0.00756903 0.00654351 0.00543969 0.00438788 0.00326004
internal_count=3121 2938 2742 2290 1757 1186
is_linear=0
shrinkage=0.00196078


Tree=8281
num_leaves=6
num_cat=0
split_feature=42 16 2 4 13
split_gain=1.20588e-05 1.83263e-05 2.99293e-05 3.73884e-05 2.12303e-05
threshold=-1.0000000180025095e-35 -0.36241499999999999 0.10672500000000001 -0.10429499999999998 -0.063184999999999977
decision_type=2 2 2 2 2
left_child=-1 -2 3 -3 -5
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leaf_value=-0.0086208905151340456 -0.0081661791090443091 -0.016681270748488481 0.016299844564233425 -0.0054115792768450743 0.013168212044384987
leaf_weight=0.0013631698061269196 0.0014613776669210486 0.0010167444010523211 0.0015195997192219693 0.0010057550072828888 0.0015829340690079845
leaf_count=862 340 215 387 1024 293
internal_value=0 0.00171208 0.00452882 -0.000432375 0.00594961
internal_weight=0 0.00658641 0.00512503 0.00360543 0.00258869
internal_count=3121 2259 1919 1532 1317
is_linear=0
shrinkage=0.1


Tree=8282
num_leaves=6
num_cat=0
split_feature=50 4 151 16 0
split_gain=1.47178e-05 2.92291e-05 3.1275e-05 2.89354e-05 2.17222e-05
threshold=1.0000000180025095e-35 0.36766000000000004 -0.024429999999999997 -0.092484999999999984 -0.053834999999999994
decision_type=2 2 2 2 2
left_child=1 2 -1 -4 -5
right_child=-2 -3 3 4 -6
leaf_value=0.00029037938983538219 -0.00022424717674893801 0.00033164060655281401 -0.000300466215006122 0.00016723835790939326 -0.00013422933302485751
leaf_weight=0.0010236588035528677 0.0010256832798247783 0.0010368173143052266 0.0016401817425960789 0.0017925999331301942 0.0018854586039123362
leaf_count=361 627 303 348 1182 300
internal_value=0 2.64258e-05 -2.34728e-05 -8.38833e-05 1.2699e-05
internal_weight=0 0.00737872 0.0063419 0.00531824 0.00367806
internal_count=3121 2494 2191 1830 1482
is_linear=0
shrinkage=0.00196078


Tree=8283
num_leaves=7
num_cat=0
split_feature=13 47 4 13 13 3
split_gain=1.08297e-05 1.79792e-05 2.97813e-05 3.53146e-05 2.25513e-05 2.42451e-05
threshold=-0.23438999999999996 0.10904500000000002 0.19806500000000002 -0.033284999999999988 0.021350000000000004 0.083060000000000009
decision_type=2 2 2 2 2 2
left_child=-1 2 3 -2 5 -5
right_child=1 -3 -4 4 -6 -7
leaf_value=0.0096089274190731908 -0.017931733142789962 -0.01316883027336249 0.013374651329621205 0.018856624981731716 -0.010045545750325641 -0.0022152597461458953
leaf_weight=0.0010117086345729992 0.0012004942102368478 0.0011038657472338129 0.0014149391269366813 0.0010510287762512654 0.001028401406629742 0.001136427480505825
leaf_count=169 1295 163 336 605 395 158
internal_value=0 -0.00146626 0.000749044 -0.00329603 0.00216755 0.00790936
internal_weight=0 0.00693516 0.00583129 0.00441635 0.00321586 0.00218746
internal_count=3121 2952 2789 2453 1158 763
is_linear=0
shrinkage=0.1


Tree=8284
num_leaves=6
num_cat=0
split_feature=42 16 48 52 0
split_gain=1.03573e-05 1.62035e-05 2.58311e-05 3.07913e-05 3.69162e-05
threshold=-1.0000000180025095e-35 -0.36241499999999999 0.089350000000000013 -0.0064899999999999992 -0.083914999999999976
decision_type=2 2 2 2 2
left_child=-1 -2 3 -3 -5
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leaf_value=-0.0079848579925632223 -0.0077131957262882222 -0.01030923980699089 0.017481441125608215 0.021047900293742986 -0.0039562633136146158
leaf_weight=0.0013626919376384132 0.00145587160234514 0.0015965760478538708 0.0011443406741948863 0.001102022895486669 0.0012719944379321426
leaf_count=862 340 772 314 376 457
internal_value=0 0.00159474 0.00424407 0.000429013 0.00765071
internal_weight=0 0.00657081 0.00511493 0.00397059 0.00237402
internal_count=3121 2259 1919 1605 833
is_linear=0
shrinkage=0.1


Tree=8285
num_leaves=7
num_cat=0
split_feature=50 16 160 52 52 4
split_gain=2.50162e-05 3.69181e-05 5.45346e-05 4.9461e-05 4.53973e-05 2.93322e-05
threshold=0.079410000000000008 -0.014034999999999997 -0.054789999999999998 0.091275000000000009 0.0046550000000000003 0.24564500000000003
decision_type=2 2 2 2 2 2
left_child=1 4 -3 -4 5 -1
right_child=-2 2 3 -5 -6 -7
leaf_value=-0.00013029674083992737 -0.00028936112268278989 0.00055322439875292147 -0.00019272152844983925 0.00035863506733886273 -0.00045275789312680605 0.00026014326392806772
leaf_weight=0.0018805015091821092 0.0010553007551795989 0.0010488632294988007 0.0015900930151689033 0.001031229983409954 0.0010247217764715209 0.0012195117292586827
leaf_count=374 609 372 672 58 808 228
internal_value=0 3.23185e-05 0.000175372 2.41825e-05 -9.49701e-05 2.32981e-05
internal_weight=0 0.00779492 0.00367019 0.00262132 0.00412474 0.00310001
internal_count=3121 2512 1102 730 1410 602
is_linear=0
shrinkage=0.00196078


Tree=8286
num_leaves=7
num_cat=0
split_feature=50 160 42 15 43 1
split_gain=3.40047e-05 2.86545e-05 2.98803e-05 4.37074e-05 6.0152e-05 8.43673e-05
threshold=0.079410000000000008 -0.081639999999999976 0.090310000000000015 -0.10653 -0.016814999999999997 0.086560000000000012
decision_type=2 2 2 2 2 2
left_child=1 -1 3 -3 -5 -6
right_child=-2 2 -4 4 5 -7
leaf_value=0.00034114226257878489 -0.00034472795705947249 0.00027774253475341466 0.00023263759038014251 -0.00057098381843481293 0.00032513239434412664 -0.00034811450450731066
leaf_weight=0.0010397446994344396 0.0010068970606698542 0.0010264244815582513 0.0015043383729471662 0.0010794615811811114 0.0013643626108352368 0.0015050314751270967
leaf_count=441 609 266 534 557 427 287
internal_value=0 3.89752e-05 -9.51175e-06 -8.27286e-05 -0.000176426 -2.79936e-05
internal_weight=0 0.00751936 0.00647962 0.00497528 0.00394886 0.00286939
internal_count=3121 2512 2071 1537 1271 714
is_linear=0
shrinkage=0.00196078


Tree=8287
num_leaves=8
num_cat=0
split_feature=484 160 4 42 12 4 15
split_gain=4.46467e-05 4.82791e-05 4.31659e-05 6.74216e-05 6.75328e-05 7.14709e-05 2.39474e-05
threshold=0.073690000000000019 -1.0000000180025095e-35 0.24564500000000003 0.091295000000000015 0.091475000000000015 0.033845000000000007 -0.013969999999999998
decision_type=2 2 2 2 2 2 2
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right_child=-2 2 -4 -5 -6 -7 -8
leaf_value=-0.0004535176166227803 0.00037866261405504611 0.00037375436771186157 0.00030090522488474827 0.00036793164857080221 -0.00062961043934903942 -0.00046474797703985901 -3.5844427409605962e-05
leaf_weight=0.0010112926551113025 0.0010401574576052322 0.0010140396369120788 0.0014878187708273786 0.0010527793408123421 0.0010084419729549307 0.00107271913366064 0.0011960887326875993
leaf_count=613 394 296 305 410 389 98 616
internal_value=0 -5.36691e-05 5.51857e-06 -7.67187e-05 -0.000185805 -4.94739e-05 0.000152086
internal_weight=0 0.00784318 0.00683189 0.00534407 0.00429129 0.00328285 0.00221013
internal_count=3121 2727 2114 1809 1399 1010 912
is_linear=0
shrinkage=0.00196078


Tree=8288
num_leaves=6
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split_feature=52 52 0 4 1
split_gain=1.02888e-05 2.29637e-05 2.06824e-05 2.77595e-05 1.56748e-05
threshold=-0.081429999999999989 -0.0064899999999999992 -0.14001499999999997 -0.082109999999999975 0.092390000000000014
decision_type=2 2 2 2 2
left_child=-1 -2 -3 -4 -5
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leaf_value=0.006816640443827935 -0.014796927396974103 0.011242288509961142 0.0067729303985428931 -0.019070564344919536 -0.0017024643175104625
leaf_weight=0.001710630046754774 0.0011360514694709308 0.0014072486121817483 0.0016309486693278797 0.001072056787416478 0.0010084187663598121
leaf_count=771 438 234 445 859 374
internal_value=0 -0.00193527 0.000919276 -0.00299487 -0.0106521
internal_weight=0 0.00625472 0.00511867 0.00371142 0.00208048
internal_count=3121 2350 1912 1678 1233
is_linear=0
shrinkage=0.1


Tree=8289
num_leaves=6
num_cat=0
split_feature=50 15 16 4 52
split_gain=2.2602e-05 3.07897e-05 3.02702e-05 2.83958e-05 4.76248e-05
threshold=0.079410000000000008 -0.10653 -0.094359999999999986 0.0052350000000000009 1.0000000180025095e-35
decision_type=2 2 2 2 2
left_child=1 -1 -3 4 -4
right_child=-2 2 3 -5 -6
leaf_value=0.00027399866276097361 -0.00028088831419694502 -0.00026200822392957642 -0.00033504628663421937 0.00026871052889772468 0.00017741276410857755
leaf_weight=0.0015855750872238224 0.0010117107276043395 0.0016210590742335856 0.0013218192664246728 0.0015129230669471356 0.0014755367009490357
leaf_count=455 609 328 841 233 655
internal_value=0 3.12843e-05 -3.35985e-05 5.23044e-05 -6.47367e-05
internal_weight=0 0.00751691 0.00593134 0.00431028 0.00279736
internal_count=3121 2512 2057 1729 1496
is_linear=0
shrinkage=0.00196078


Tree=8290
num_leaves=7
num_cat=0
split_feature=50 160 3 4 16 0
split_gain=3.06634e-05 3.20345e-05 2.90192e-05 4.20843e-05 7.6693e-05 4.74922e-05
threshold=0.079410000000000008 -0.081639999999999976 0.12745000000000004 0.0052350000000000009 -0.094359999999999986 -0.076899999999999982
decision_type=2 2 2 2 2 2
left_child=1 -1 3 5 -5 -3
right_child=-2 2 -4 4 -6 -7
leaf_value=0.00035461105756300494 -0.00032595080099395837 -0.00046634259570899593 -0.00031931057005287297 -9.2866902121698972e-05 0.00052460349334483016 9.0381268457888597e-05
leaf_weight=0.0010496518108071059 0.0010167913212190951 0.0010496375839262736 0.0010139397104113775 0.0016763888217191224 0.001435680979484709 0.0013427474450195711
leaf_count=441 609 886 138 339 257 451
internal_value=0 3.67079e-05 -1.44838e-05 4.16664e-05 0.000191989 -0.000153876
internal_weight=0 0.00756805 0.00651839 0.00550445 0.00311207 0.00239239
internal_count=3121 2512 2071 1933 596 1337
is_linear=0
shrinkage=0.00196078


Tree=8291
num_leaves=7
num_cat=0
split_feature=484 160 49 52 4 15
split_gain=3.2316e-05 4.82472e-05 6.59669e-05 5.10423e-05 7.81303e-05 3.19697e-05
threshold=0.073690000000000019 -1.0000000180025095e-35 -0.081404999999999991 0.077655000000000016 0.0052350000000000009 -0.095869999999999983
decision_type=2 2 2 2 2 2
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right_child=-2 2 3 -5 5 -7
leaf_value=-0.00045306616734514503 0.00031726651568307428 0.00046834182621411426 -0.00066777838027136057 0.00018796810517066596 -0.00023526015967332458 0.0001786764575174016
leaf_weight=0.001000727382957106 0.0010377120445985754 0.001018193782003564 0.0010209838474490285 0.001931981421710657 0.0014925890564274527 0.0013811274060255457
leaf_count=613 394 173 788 648 271 234
internal_value=0 -5.0926e-05 7.86733e-06 -7.25991e-05 -0.000201854 -3.63194e-05
internal_weight=0 0.0078456 0.00684488 0.00582668 0.0038947 0.00287372
internal_count=3121 2727 2114 1941 1293 505
is_linear=0
shrinkage=0.00196078


Tree=8292
num_leaves=6
num_cat=0
split_feature=1 42 3 133 3
split_gain=9.1043e-06 3.10195e-05 2.57421e-05 2.81612e-05 3.59278e-05
threshold=0.12408500000000001 0.091735000000000025 -0.091054999999999983 0.076280000000000014 0.090900000000000009
decision_type=2 2 2 2 2
left_child=1 2 -1 4 -4
right_child=-2 -3 3 -5 -6
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leaf_weight=0.0014286414690014414 0.0011745300133914425 0.001003343466199247 0.0015897357581196392 0.0010356643734810967 0.0017616679059253731
leaf_count=530 289 578 932 569 223
internal_value=0 -0.00146682 0.0013346 -0.002462 -0.00691583
internal_weight=0 0.00681905 0.00581571 0.00438707 0.0033514
internal_count=3121 2832 2254 1724 1155
is_linear=0
shrinkage=0.1


Tree=8293
num_leaves=6
num_cat=0
split_feature=42 160 43 16 48
split_gain=9.43545e-06 1.53209e-05 2.55851e-05 3.85234e-05 5.02369e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.074359999999999996 -0.056919999999999991 0.086260000000000017
decision_type=2 2 2 2 2
left_child=-1 -2 -3 4 -4
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leaf_value=-0.0076029043034093998 -0.0074443049843836116 0.015525717071349206 0.020473151709483068 -0.014501979691609351 -0.0082185254495825196
leaf_weight=0.0013731427365457722 0.0014829544200886677 0.0014172120846452658 0.0013024330475003348 0.0012572114568804678 0.0011482829312313148
leaf_count=862 828 482 498 322 129
internal_value=0 0.00150714 0.00409723 -0.000270862 0.00702967
internal_weight=0 0.00660809 0.00512514 0.00370793 0.00245072
internal_count=3121 2259 1431 949 627
is_linear=0
shrinkage=0.1


Tree=8294
num_leaves=7
num_cat=0
split_feature=484 48 2 2 4 16
split_gain=3.03448e-05 2.05601e-05 3.69513e-05 3.22206e-05 5.89241e-05 5.02416e-05
threshold=0.073690000000000019 0.08955500000000001 0.113445 0.10912000000000001 -0.084369999999999987 -0.078844999999999985
decision_type=2 2 2 2 2 2
left_child=1 3 -3 4 -1 -6
right_child=-2 2 -4 -5 5 -7
leaf_value=-0.00054360535224616817 0.00031319697092200568 0.00038398843516948751 -0.0001446013195634361 0.00020732790286204635 0.00017261480793668392 -0.0003059978759814514
leaf_weight=0.0012387494074723449 0.0010159661027230454 0.0010248887182754804 0.0010090524078477895 0.0010207496097970649 0.0018618231667167316 0.0015413432018624963
leaf_count=466 394 266 142 384 676 793
internal_value=0 -4.73449e-05 0.000121751 -0.000108082 -0.00017744 -4.41558e-05
internal_weight=0 0.00769661 0.00203394 0.00566267 0.00464192 0.00340317
internal_count=3121 2727 408 2319 1935 1469
is_linear=0
shrinkage=0.00196078


Tree=8295
num_leaves=7
num_cat=0
split_feature=484 48 16 2 4 16
split_gain=2.62545e-05 2.2647e-05 4.54599e-05 3.80202e-05 5.61423e-05 8.0036e-05
threshold=0.073690000000000019 0.08955500000000001 -0.094359999999999986 0.10912000000000001 0.053180000000000012 -0.078844999999999985
decision_type=2 2 2 2 2 2
left_child=1 3 -3 4 5 -1
right_child=-2 2 -4 -5 -6 -7
leaf_value=2.4870605305736267e-05 0.00028809790382575769 -0.00016679032153702673 0.00041964590623926295 0.00023322787347094062 7.2778630449168104e-05 -0.00065523485174614658
leaf_weight=0.0011545392123829819 0.0010161053444366101 0.0010041654464490511 0.0010289916401003197 0.0010094947617463835 0.0018902726966879891 0.0015698047460656166
leaf_count=667 394 133 275 384 327 941
internal_value=0 -4.73453e-05 0.000130008 -0.00011146 -0.000186864 -0.000367016
internal_weight=0 0.00765727 0.00203316 0.00562411 0.00461462 0.00272434
internal_count=3121 2727 408 2319 1935 1608
is_linear=0
shrinkage=0.00196078


Tree=8296
num_leaves=5
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split_feature=15 1 47 48
split_gain=9.69685e-06 2.98383e-05 4.58032e-05 4.03609e-05
threshold=0.035560000000000008 1.0000000180025095e-35 0.087235000000000021 0.085130000000000025
decision_type=2 2 2 2
left_child=1 -1 3 -3
right_child=-2 2 -4 -5
leaf_value=-0.0097812376301413522 -0.0064673492910093111 0.024796031645625466 -0.0056190457362383754 -0.00067888164020518595
leaf_weight=0.001628657671097454 0.0018247415806272611 0.001566376970345978 0.0019425159114929758 0.0010314551996966417
leaf_count=851 1180 604 297 189
internal_value=0 0.00183082 0.00599615 0.0146814
internal_weight=0 0.00616901 0.00454035 0.00259783
internal_count=3121 1941 1090 793
is_linear=0
shrinkage=0.1


Tree=8297
num_leaves=7
num_cat=0
split_feature=50 160 49 16 2 15
split_gain=2.875e-05 3.23539e-05 2.66845e-05 4.36057e-05 3.86298e-05 3.11435e-05
threshold=0.079410000000000008 -0.027994999999999996 -0.080089999999999981 0.38525000000000004 0.10097500000000002 -0.077219999999999983
decision_type=2 2 2 2 2 2
left_child=1 -1 -3 4 5 -4
right_child=-2 2 3 -5 -6 -7
leaf_value=0.00030266273696003969 -0.00031833696090627741 0.00026531206286505195 -0.00028525717083054613 0.00026947434852506256 -0.00042069130398387849 0.00016226563244238585
leaf_weight=0.0014094964204457838 0.0010039029080546238 0.001001455966247425 0.0010296192325184687 0.0010559767852184113 0.0015508335324522877 0.0014257043798139024
leaf_count=625 609 188 289 271 350 789
internal_value=0 3.5069e-05 -2.71339e-05 -8.49893e-05 -0.000178422 -2.53993e-05
internal_weight=0 0.00747309 0.00606359 0.00506213 0.00400616 0.00245532
internal_count=3121 2512 1887 1699 1428 1078
is_linear=0
shrinkage=0.00196078


Tree=8298
num_leaves=6
num_cat=0
split_feature=0 1 13 3 4
split_gain=1.15321e-05 2.271e-05 2.24582e-05 2.79214e-05 5.31799e-05
threshold=0.13134000000000004 0.077565000000000009 -0.0025349999999999995 0.11296500000000002 0.053180000000000012
decision_type=2 2 2 2 2
left_child=1 -1 -3 4 -4
right_child=-2 2 3 -5 -6
leaf_value=-0.011917542654005275 0.0099525392692765505 0.010345368344253066 -0.010798561477483037 -0.017034832757851916 0.0188168051518968
leaf_weight=0.0016107908801556835 0.0010053668185153403 0.0019043131209016424 0.0013368784529318987 0.0010238524505416097 0.0011095829666012556
leaf_count=1575 84 882 355 93 132
internal_value=0 -0.00150235 0.00161911 -0.00316937 0.00263337
internal_weight=0 0.00698542 0.00537463 0.00347031 0.00244646
internal_count=3121 3037 1462 580 487
is_linear=0
shrinkage=0.1


Tree=8299
num_leaves=6
num_cat=0
split_feature=48 0 1 0 16
split_gain=1.01235e-05 5.19025e-05 3.11072e-05 5.23772e-05 3.88029e-05
threshold=0.083985000000000018 -0.18113999999999997 0.111945 -0.10224499999999999 -0.056919999999999991
decision_type=2 2 2 2 2
left_child=2 -2 3 -1 -5
right_child=1 -3 -4 4 -6
leaf_value=-0.025246359062771451 -0.0087133690785802485 0.020579003951211334 0.010503412339411633 0.012317784217074917 -0.010356506789337035
leaf_weight=0.0011185737681697209 0.0012610342943573799 0.0011625455712686349 0.0013967124157653853 0.0013965543275304023 0.0016422732686915853
leaf_count=286 89 500 354 965 927
internal_value=0 0.00533763 -0.0024082 -0.00674596 6.39196e-05
internal_weight=0 0.00242358 0.00555411 0.0041574 0.00303883
internal_count=3121 589 2532 2178 1892
is_linear=0
shrinkage=0.1


Tree=8300
num_leaves=6
num_cat=0
split_feature=0 0 52 16 16
split_gain=1.08738e-05 2.07343e-05 3.38324e-05 3.57372e-05 3.00879e-05
threshold=0.13134000000000004 -0.053834999999999994 -0.049749999999999996 -0.078844999999999985 -0.27167499999999994
decision_type=2 2 2 2 2
left_child=1 2 -1 4 -4
right_child=-2 -3 3 -5 -6
leaf_value=0.013432581294920155 0.009676012025257006 -0.012302243741794512 -0.0062278349878205274 -0.017740844846331153 0.015237598574432269
leaf_weight=0.0016240559336159347 0.0010044469151298113 0.001405889772461694 0.0015581449800259448 0.0012435540957572268 0.0011240938183905236
leaf_count=667 84 444 328 828 770
internal_value=0 -0.00145454 0.0012934 -0.00372844 0.00276807
internal_weight=0 0.00695574 0.00554985 0.00392579 0.00268224
internal_count=3121 3037 2593 1926 1098
is_linear=0
shrinkage=0.1


Tree=8301
num_leaves=7
num_cat=0
split_feature=50 42 16 52 49 1
split_gain=3.5647e-05 3.47403e-05 2.64933e-05 6.16223e-05 2.9784e-05 1.72039e-05
threshold=0.079410000000000008 -1.0000000180025095e-35 -0.014034999999999997 -0.069804999999999992 -0.043469999999999995 0.10612500000000001
decision_type=2 2 2 2 2 2
left_child=1 -1 4 -4 -3 -6
right_child=-2 2 3 -5 5 -7
leaf_value=-0.00025105407116068375 -0.00034774440970148588 0.00024348129734275115 -9.0953415547157659e-05 0.00049084399580449835 1.0227866107460025e-05 -0.00033429476336653617
leaf_weight=0.00128355422773869 0.0010202044715085208 0.0011447814358573273 0.0012225813452767806 0.0016372614672043049 0.0012370201777342504 0.0010140715086421504
leaf_count=704 609 200 483 394 523 208
internal_value=0 4.27875e-05 0.000103078 0.000242126 -1.40211e-05 -0.000144973
internal_weight=0 0.00753927 0.00625572 0.00285984 0.00339587 0.00225109
internal_count=3121 2512 1808 877 931 731
is_linear=0
shrinkage=0.00196078


Tree=8302
num_leaves=6
num_cat=0
split_feature=13 47 16 0 43
split_gain=1.03378e-05 1.82553e-05 2.94041e-05 3.63578e-05 2.48231e-05
threshold=-0.23438999999999996 0.10904500000000002 -0.39185999999999993 -0.11013499999999998 -0.0030899999999999994
decision_type=2 2 2 2 2
left_child=-1 2 -2 -4 -5
right_child=1 -3 3 4 -6
leaf_value=0.0093734158945312108 0.015884510083745983 -0.013202031878876995 0.0092935323514708994 -0.0018200821740496913 -0.020190838137982586
leaf_weight=0.0010160596409872612 0.0010587396405965788 0.0011066422763179968 0.001683090728245973 0.0018901214219431224 0.0012041087699477245
leaf_count=169 287 163 260 1566 676
internal_value=0 -0.00142634 0.000806585 -0.00253495 -0.008969
internal_weight=0 0.0069427 0.00583606 0.00477732 0.00309423
internal_count=3121 2952 2789 2502 2242
is_linear=0
shrinkage=0.1


Tree=8303
num_leaves=8
num_cat=0
split_feature=484 12 15 52 12 1 1
split_gain=2.29004e-05 3.63233e-05 5.28394e-05 6.18894e-05 0.000101159 6.94747e-05 3.72604e-05
threshold=0.064170000000000019 0.10388500000000002 0.088235000000000022 0.096795000000000006 0.084595000000000017 0.11212500000000002 0.092390000000000014
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 -1
right_child=-2 -3 -4 -5 -6 -7 -8
leaf_value=-6.0564143237198759e-05 0.0002716296755833872 -0.00037818355303064914 0.0003714601423224327 0.00032362746249409678 -0.00071505462624540678 -0.00042437854233610034 0.00046256089124087666
leaf_weight=0.001069238483548879 0.0010018380723003017 0.0010730161168705961 0.0012631132257744726 0.0011727049413898837 0.0010431161093187066 0.0010401471669972584 0.0010255742568774078
leaf_count=305 406 322 547 233 878 226 204
internal_value=0 -4.3548e-05 1.07422e-05 -7.44094e-05 -0.000186131 -1.01383e-05 0.000195546
internal_weight=0 0.00768691 0.00661389 0.00535078 0.00417808 0.00313496 0.00209481
internal_count=3121 2715 2393 1846 1613 735 509
is_linear=0
shrinkage=0.00196078


Tree=8304
num_leaves=7
num_cat=0
split_feature=50 160 42 43 1 16
split_gain=2.41026e-05 4.13565e-05 2.8289e-05 5.00233e-05 5.55467e-05 2.48444e-05
threshold=0.079410000000000008 -0.081639999999999976 0.090310000000000015 -0.016814999999999997 0.086560000000000012 -0.094359999999999986
decision_type=2 2 2 2 2 2
left_child=1 -1 3 -3 -5 -6
right_child=-2 2 -4 4 5 -7
leaf_value=0.00037890742036190668 -0.00029152105799473509 -0.00041766787552299523 0.00019750537066834365 0.00031804189291530157 -0.00039274185087683313 1.4765622239536418e-05
leaf_weight=0.0010966501205326032 0.001042985708942794 0.0014047467172487497 0.0015849394311811225 0.0014426123036181716 0.0010622339945248966 0.0012545154649550552
leaf_count=441 609 660 534 477 149 251
internal_value=0 2.57461e-05 -3.16389e-05 -0.000101967 1.60004e-05 -0.000172077
internal_weight=0 0.0078457 0.00674905 0.00516411 0.00375936 0.00231675
internal_count=3121 2512 2071 1537 877 400
is_linear=0
shrinkage=0.00196078


Tree=8305
num_leaves=6
num_cat=0
split_feature=0 0 3 4 4
split_gain=1.00572e-05 2.94161e-05 2.93341e-05 3.4545e-05 2.09059e-05
threshold=-0.060129999999999996 -0.083914999999999976 -0.078934999999999991 0.033845000000000007 -0.35136499999999998
decision_type=2 2 2 2 2
left_child=1 2 -1 -4 -2
right_child=4 -3 3 -5 -6
leaf_value=-0.013737044704390272 -0.004100346034499258 -0.018016774186320125 0.017702711454486368 -0.0030636420247875332 0.013650263731908367
leaf_weight=0.0010278847609460707 0.0012987886052764331 0.0010006590142512357 0.0013760788244811903 0.0019170168417815398 0.0013564720194532928
leaf_count=849 227 1065 306 328 346
internal_value=0 -0.00256716 0.00101069 0.00561395 0.00496777
internal_weight=0 0.00532164 0.00432098 0.0032931 0.00265526
internal_count=3121 2548 1483 634 573
is_linear=0
shrinkage=0.1


Tree=8306
num_leaves=7
num_cat=0
split_feature=50 160 13 13 4 1
split_gain=3.65823e-05 3.40253e-05 2.78482e-05 4.8844e-05 7.3042e-05 2.22984e-05
threshold=0.079410000000000008 -0.081639999999999976 -0.074044999999999986 0.016935000000000002 0.018150000000000003 0.077845000000000011
decision_type=2 2 2 2 2 2
left_child=1 -1 5 4 -4 -3
right_child=-2 2 3 -5 -6 -7
leaf_value=0.00036393378882567892 -0.00034993141557304158 -4.3360413657567279e-06 -0.00064430456236375599 0.00016473197854859699 6.2067192605935391e-06 0.00038284366266063048
leaf_weight=0.0010895638457017213 0.0010341483785076214 0.0013172717025826727 0.0011297305649001655 0.0016519953865050639 0.0016084705167958629 0.0010106502701581217
leaf_count=441 609 446 645 380 275 325
internal_value=0 4.25181e-05 -9.61005e-06 -0.000101538 -0.000262182 0.000163755
internal_weight=0 0.00780768 0.00671812 0.0043902 0.0027382 0.00232792
internal_count=3121 2512 2071 1300 920 771
is_linear=0
shrinkage=0.00196078


Tree=8307
num_leaves=6
num_cat=0
split_feature=0 1 15 3 15
split_gain=9.45946e-06 1.83021e-05 2.0226e-05 3.48019e-05 3.46304e-05
threshold=0.13134000000000004 0.077565000000000009 1.0000000180025095e-35 0.11296500000000002 -0.070929999999999979
decision_type=2 2 2 2 2
left_child=1 -1 3 4 -3
right_child=-2 2 -4 -5 -6
leaf_value=-0.010719919215224957 0.0089874548740356153 0.002200621877056995 -0.011027641465421439 -0.009609090562845507 0.024320757481276292
leaf_weight=0.0016088444302115416 0.0010104510937586032 0.0019577666690181045 0.0010468939748788462 0.0012483071413164977 0.0011084812040788859
leaf_count=1575 84 505 433 198 326
internal_value=0 -0.00136567 0.00144132 0.00446681 0.0101973
internal_weight=0 0.00697029 0.00536145 0.00431456 0.00306625
internal_count=3121 3037 1462 1029 831
is_linear=0
shrinkage=0.1


Tree=8308
num_leaves=6
num_cat=0
split_feature=157 42 42 0 1
split_gain=9.76147e-06 2.66216e-05 3.75497e-05 4.76425e-05 3.06974e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 0.092145000000000019 -0.060129999999999996 0.094385000000000011
decision_type=2 2 2 2 2
left_child=-1 -2 3 4 -3
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leaf_value=-0.0092053069045885151 -0.011650942938110311 -0.0076441552907462618 -0.01166150876382134 0.025400936048359409 0.011714448705363261
leaf_weight=0.001015847188866742 0.0012940366443661214 0.0016170748926567248 0.0011754731738902865 0.0012071493183947379 0.0016600084883296444
leaf_count=571 795 654 592 203 306
internal_value=0 0.00128896 0.00424754 0.00841786 0.00216196
internal_weight=0 0.00695374 0.00565971 0.00448423 0.00327708
internal_count=3121 2550 1755 1163 960
is_linear=0
shrinkage=0.1


Tree=8309
num_leaves=6
num_cat=0
split_feature=12 15 12 4 16
split_gain=1.04675e-05 2.32163e-05 4.38455e-05 3.74336e-05 2.53511e-05
threshold=0.10388500000000002 0.088235000000000022 0.084100000000000022 0.09173000000000002 -0.056919999999999991
decision_type=2 2 2 2 2
left_child=1 2 3 4 -1
right_child=-2 -3 -4 -5 -6
leaf_value=0.021883244041515992 -0.009317344047998442 0.014117173980161863 -0.015463539649317305 -0.0093742672672140741 0.0025458816626882652
leaf_weight=0.0011860992333222447 0.0010554687032289034 0.0011845718391045633 0.0015753800943344764 0.0013711202080000915 0.0015824814936608593
leaf_count=215 349 600 1212 328 417
internal_value=0 0.00137588 -0.00126502 0.00413829 0.0108303
internal_weight=0 0.00689965 0.00571508 0.0041397 0.00276858
internal_count=3121 2772 2172 960 632
is_linear=0
shrinkage=0.1


Tree=8310
num_leaves=6
num_cat=0
split_feature=50 15 42 16 2
split_gain=2.15211e-05 3.59769e-05 3.77155e-05 7.07193e-05 4.02177e-05
threshold=0.079410000000000008 -0.10653 0.091295000000000015 -0.084119999999999986 0.097220000000000015
decision_type=2 2 2 2 2
left_child=1 -1 3 -3 -5
right_child=-2 2 -4 4 -6
leaf_value=0.00029304678858201613 -0.00027014479045569834 -0.00046771760125925162 0.00027284025844418657 -0.00013805589151638032 0.00029740022018242141
leaf_weight=0.0016122172101165075 0.0010221735526021762 0.0014997630814979467 0.0012120622316208534 0.0019438110940393763 0.0014047095511445108
leaf_count=455 609 480 450 776 351
internal_value=0 3.27264e-05 -3.65259e-05 -0.000113867 4.46186e-05
internal_weight=0 0.00767256 0.00606035 0.00484828 0.00334852
internal_count=3121 2512 2057 1607 1127
is_linear=0
shrinkage=0.00196078


Tree=8311
num_leaves=8
num_cat=0
split_feature=50 15 16 2 48 0 12
split_gain=2.23659e-05 4.5504e-05 5.20175e-05 5.23881e-05 4.85632e-05 5.13147e-05 1.7608e-05
threshold=0.079410000000000008 -0.15026499999999995 -0.36241499999999999 0.10644500000000001 0.082620000000000013 -0.030209999999999997 0.089735000000000023
decision_type=2 2 2 2 2 2 2
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right_child=-2 2 3 -5 -6 -7 -8
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leaf_weight=0.0010130671308891098 0.0010199837311021427 0.0010901022891240527 0.0011817508990189878 0.0011692801650294892 0.0010238914216168693 0.0011935192999259965 0.0010095542525647232
leaf_count=318 609 216 752 351 265 125 485
internal_value=0 3.45941e-05 -2.42305e-05 5.23288e-05 -4.55323e-05 -0.000158717 1.9458e-05
internal_weight=0 0.00768117 0.0066681 0.005578 0.00440872 0.00338482 0.00219131
internal_count=3121 2512 2194 1978 1627 1362 1237
is_linear=0
shrinkage=0.00196078


Tree=8312
num_leaves=8
num_cat=0
split_feature=484 160 52 4 15 12 4
split_gain=4.6847e-05 4.53569e-05 3.78773e-05 3.7274e-05 5.65507e-05 7.34262e-05 1.66063e-05
threshold=0.073690000000000019 -1.0000000180025095e-35 0.10347000000000002 0.24564500000000003 0.088235000000000022 0.082850000000000021 0.022185000000000003
decision_type=2 2 2 2 2 2 2
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internal_value=0 -5.75432e-05 -1.51095e-07 -6.40503e-05 -0.000152039 -0.000290309 -7.84756e-05
internal_weight=0 0.00781866 0.00681255 0.00571997 0.00436968 0.00315671 0.00210198
internal_count=3121 2727 2114 1911 1617 1192 334
is_linear=0
shrinkage=0.00196078


Tree=8313
num_leaves=7
num_cat=0
split_feature=4 150 13 0 43 42
split_gain=1.10722e-05 1.96134e-05 3.50477e-05 2.34926e-05 3.9759e-05 1.82601e-05
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decision_type=2 2 2 2 2 2
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internal_weight=0 0.00669484 0.00567365 0.00466418 0.00305461 0.00203807
internal_count=3121 2756 2487 2357 2060 1435
is_linear=0
shrinkage=0.1


Tree=8314
num_leaves=7
num_cat=0
split_feature=50 160 13 13 4 13
split_gain=2.72961e-05 2.9294e-05 3.11924e-05 5.09466e-05 5.13339e-05 1.97863e-05
threshold=0.079410000000000008 -0.081639999999999976 -0.074044999999999986 0.016935000000000002 0.018150000000000003 -0.15714499999999998
decision_type=2 2 2 2 2 2
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right_child=-2 2 3 -5 -6 -7
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internal_count=3121 2512 2071 1300 920 771
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Tree=8315
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decision_type=2 2 2 2 2 2
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internal_weight=0 0.00695853 0.00584003 0.00463811 0.00354084 0.00239791
internal_count=3121 2952 2535 2139 1380 1157
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shrinkage=0.1


Tree=8316
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split_feature=484 160 49 52 4 1
split_gain=2.44599e-05 5.94258e-05 4.14486e-05 4.8828e-05 4.98799e-05 3.83015e-05
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decision_type=2 2 2 2 2 2
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internal_weight=0 0.00797135 0.006949 0.00592524 0.00395148 0.00291509
internal_count=3121 2727 2114 1941 1293 505
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Tree=8317
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split_feature=484 160 4 43 42 16 0
split_gain=3.82435e-05 5.47422e-05 3.72817e-05 3.41199e-05 5.43218e-05 5.32443e-05 7.50547e-05
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decision_type=2 2 2 2 2 2 2
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internal_weight=0 0.00782285 0.00681745 0.00580249 0.00216132 0.00364116 0.00263575
internal_count=3121 2727 2114 1836 617 1219 968
is_linear=0
shrinkage=0.00196078


Tree=8318
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split_feature=50 160 3 48 3 15
split_gain=3.55202e-05 3.05845e-05 3.04952e-05 4.26022e-05 4.69476e-05 5.31929e-05
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decision_type=2 2 2 2 2 2
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leaf_count=441 609 260 138 211 647 815
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internal_weight=0 0.00751023 0.00645912 0.00544524 0.00433118 0.00313984
internal_count=3121 2512 2071 1933 1722 1462
is_linear=0
shrinkage=0.00196078


Tree=8319
num_leaves=8
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split_feature=11 48 0 15 12 2 0
split_gain=3.49472e-05 4.80027e-05 0.000131205 4.41926e-05 5.65205e-05 6.86071e-05 1.18515e-05
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decision_type=2 2 2 2 2 2 2
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leaf_count=195 244 75 466 331 864 255 691
internal_value=0 3.30245e-05 0.000266363 -6.13747e-05 6.02034e-05 -0.000130757 -0.000295649
internal_weight=0 0.00837856 0.0024133 0.00596526 0.00392721 0.00236717 0.00203805
internal_count=3121 2877 541 2336 1450 1119 886
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Tree=8320
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split_feature=403 13 3 13 4
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decision_type=2 2 2 2 2
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leaf_count=1484 393 172 503 376 193
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internal_weight=0 0.00702849 0.00586303 0.00424545 0.00263378
internal_count=3121 2728 2556 1072 569
is_linear=0
shrinkage=0.1


Tree=8321
num_leaves=7
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split_feature=4 0 15 15 49 15
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decision_type=2 2 2 2 2 2
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internal_count=3121 2938 2742 1509 1060 1233
is_linear=0
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Tree=8322
num_leaves=6
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split_feature=4 4 3 15 43
split_gain=1.0412e-05 1.91969e-05 3.01703e-05 2.10888e-05 2.91829e-05
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decision_type=2 2 2 2 2
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internal_weight=0 0.00672905 0.00488961 0.00372715 0.00242336
internal_count=3121 2756 2416 2277 1529
is_linear=0
shrinkage=0.1


Tree=8323
num_leaves=7
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split_feature=12 160 15 15 0 48
split_gain=1.05964e-05 2.26895e-05 2.96879e-05 3.0043e-05 5.05584e-05 3.97369e-06
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decision_type=2 2 2 2 2 2
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internal_weight=0 0.00695005 0.00551445 0.00350294 0.00216305 0.00201151
internal_count=3121 2772 2279 1489 544 790
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shrinkage=0.1


Tree=8324
num_leaves=6
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split_feature=133 160 42 47 2
split_gain=3.16843e-05 4.72627e-05 3.89484e-05 5.40093e-05 4.48825e-05
threshold=-0.085499999999999979 -1.0000000180025095e-35 0.088060000000000013 0.09550500000000002 0.098260000000000014
decision_type=2 2 2 2 2
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leaf_count=488 866 724 542 115 386
internal_value=0 -4.82965e-05 2.9867e-05 -5.63521e-05 -0.000173987
internal_weight=0 0.00801868 0.00631587 0.00480828 0.00364145
internal_count=3121 2633 1767 1225 1110
is_linear=0
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Tree=8325
num_leaves=8
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split_feature=50 484 133 42 15 52 16
split_gain=4.74733e-05 4.77637e-05 2.72061e-05 4.70126e-05 4.28857e-05 6.55514e-05 5.47202e-05
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decision_type=2 2 2 2 2 2 2
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internal_weight=0 0.00800582 0.00700496 0.00593799 0.00473986 0.00371144 0.00264008
internal_count=3121 2512 2161 1742 1382 1140 687
is_linear=0
shrinkage=0.00196078


Tree=8326
num_leaves=6
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split_feature=51 43 12 1 0
split_gain=1.18643e-05 1.84345e-05 3.61024e-05 3.03832e-05 4.23463e-05
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decision_type=2 2 2 2 2
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internal_weight=0 0.00669988 0.00562022 0.00444672 0.00287681
internal_count=3121 2584 2361 1731 1345
is_linear=0
shrinkage=0.1


Tree=8327
num_leaves=7
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split_feature=50 15 16 48 13 0
split_gain=2.5409e-05 2.9518e-05 3.56958e-05 5.25037e-05 6.06227e-05 3.59937e-05
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decision_type=2 2 2 2 2 2
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internal_weight=0 0.00778257 0.00616273 0.00450008 0.00347994 0.00211941
internal_count=3121 2512 2057 1729 1468 692
is_linear=0
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Tree=8328
num_leaves=7
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split_feature=484 160 49 52 4 1
split_gain=3.26636e-05 4.7485e-05 4.2433e-05 4.6794e-05 7.2665e-05 3.69437e-05
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decision_type=2 2 2 2 2 2
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internal_weight=0 0.00794719 0.00693239 0.00591856 0.00395557 0.00292685
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Tree=8329
num_leaves=6
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split_feature=43 16 0 42 3
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internal_weight=0 0.00700269 0.00588775 0.00422823 0.00315241
internal_count=3121 2955 2541 1845 1217
is_linear=0
shrinkage=0.1


Tree=8330
num_leaves=7
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split_feature=50 15 16 48 13 0
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decision_type=2 2 2 2 2 2
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internal_count=3121 2512 2057 1729 1464 690
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Tree=8331
num_leaves=7
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split_feature=50 160 42 2 4 3
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decision_type=2 2 2 2 2 2
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Tree=8332
num_leaves=6
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split_feature=51 42 49 1 42
split_gain=1.04779e-05 1.79671e-05 4.58226e-05 4.62028e-05 4.23695e-05
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internal_weight=0 0.00685958 0.00581999 0.00464675 0.0027012
internal_count=3121 2686 2331 2015 1419
is_linear=0
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Tree=8333
num_leaves=7
num_cat=0
split_feature=50 4 151 49 15 12
split_gain=2.89659e-05 3.89387e-05 3.48045e-05 3.20217e-05 4.28968e-05 4.51133e-05
threshold=0.079410000000000008 0.36766000000000004 -0.024429999999999997 -0.054319999999999993 -0.037864999999999989 1.0000000180025095e-35
decision_type=2 2 2 2 2 2
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leaf_count=363 609 303 155 553 139 999
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internal_weight=0 0.00753596 0.00647599 0.0054427 0.00441011 0.00314308
internal_count=3121 2512 2209 1846 1691 1138
is_linear=0
shrinkage=0.00196078


Tree=8334
num_leaves=7
num_cat=0
split_feature=50 4 151 49 15 3
split_gain=3.20325e-05 3.85513e-05 3.54433e-05 3.10629e-05 4.75967e-05 4.40864e-05
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decision_type=2 2 2 2 2 2
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leaf_count=363 609 303 155 553 976 162
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internal_weight=0 0.00773691 0.00665396 0.00558801 0.00452236 0.00321085
internal_count=3121 2512 2209 1846 1691 1138
is_linear=0
shrinkage=0.00196078


Tree=8335
num_leaves=6
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split_feature=4 4 12 1 42
split_gain=1.03385e-05 1.61432e-05 2.26104e-05 3.89673e-05 3.61797e-05
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decision_type=2 2 2 2 2
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leaf_count=441 365 182 865 275 993
internal_value=0 -0.00163997 0.000794317 0.00658617 -0.00640721
internal_weight=0 0.00676745 0.00542084 0.00300447 0.00241636
internal_count=3121 2756 2574 716 1858
is_linear=0
shrinkage=0.1


Tree=8336
num_leaves=6
num_cat=0
split_feature=51 4 42 4 4
split_gain=1.06121e-05 1.66957e-05 2.57213e-05 3.65373e-05 3.54837e-05
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decision_type=2 2 2 2 2
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leaf_count=445 435 309 887 195 850
internal_value=0 0.00145804 -0.00064268 0.00343821 0.00941062
internal_weight=0 0.00685505 0.0058035 0.0042184 0.00298791
internal_count=3121 2686 2377 1490 1295
is_linear=0
shrinkage=0.1


Tree=8337
num_leaves=7
num_cat=0
split_feature=50 160 3 4 16 0
split_gain=3.4386e-05 2.45578e-05 2.7724e-05 4.53129e-05 7.79008e-05 4.75362e-05
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decision_type=2 2 2 2 2 2
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leaf_weight=0.001072081888111036 0.001015184014570761 0.0010777508454307293 0.0010471097255897134 0.0016992276320998666 0.0014567051912771911 0.0013747155954202388
leaf_count=441 609 886 138 339 257 451
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internal_weight=0 0.00772759 0.00665551 0.0056084 0.00315593 0.00245247
internal_count=3121 2512 2071 1933 596 1337
is_linear=0
shrinkage=0.00196078


Tree=8338
num_leaves=7
num_cat=0
split_feature=484 160 2 16 15 15
split_gain=2.91515e-05 3.87844e-05 3.03028e-05 7.54768e-05 7.28168e-05 2.5845e-05
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decision_type=2 2 2 2 2 2
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right_child=-2 2 -4 4 -6 -7
leaf_value=-0.00040346056950336695 0.00030525427517394307 -5.9230649833906785e-05 0.00021836485861658091 6.9065635895366559e-05 -0.0006094186303103223 0.00034025408270174564
leaf_weight=0.0010154715791516463 0.0010282482029965985 0.0011075583145127338 0.0018921295907989057 0.0010712225421795468 0.0014068351057177724 0.0014221117907636588
leaf_count=613 394 237 444 341 466 626
internal_value=0 -4.56857e-05 6.96909e-06 -7.29051e-05 -0.000316121 0.000165349
internal_weight=0 0.00791533 0.00689986 0.00500773 0.00247806 0.00252967
internal_count=3121 2727 2114 1670 807 863
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Tree=8339
num_leaves=6
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split_feature=50 3 47 15 13
split_gain=2.83428e-05 2.90043e-05 3.89422e-05 4.64591e-05 4.32437e-05
threshold=0.079410000000000008 -0.10519499999999998 0.077555000000000013 -0.07490999999999999 -0.086589999999999986
decision_type=2 2 2 2 2
left_child=1 -1 3 -3 -5
right_child=-2 2 -4 4 -6
leaf_value=0.0002496087312950304 -0.00031027315144880403 0.00037805850056405285 -0.00027837303248975167 -0.0003813269080815264 0.0001094158377131061
leaf_weight=0.0017958067680112081 0.001063958249922837 0.0012904979869672122 0.0017746970177900051 0.0010774075092145718 0.0019217146480721902
leaf_count=348 609 563 299 249 1053
internal_value=0 3.07281e-05 -3.40883e-05 6.69769e-05 -6.68791e-05
internal_weight=0 0.00786012 0.00606432 0.00428962 0.00299912
internal_count=3121 2512 2164 1865 1302
is_linear=0
shrinkage=0.00196078


Tree=8340
num_leaves=6
num_cat=0
split_feature=157 0 1 0 4
split_gain=1.05078e-05 2.49748e-05 3.50845e-05 5.10727e-05 5.45224e-05
threshold=-1.0000000180025095e-35 -0.019414999999999998 0.11212500000000002 -0.17169499999999996 -0.0029599999999999995
decision_type=2 2 2 2 2
left_child=-1 2 3 -2 -5
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leaf_value=-0.0094855628079002687 0.021822423659721556 0.011762400243744114 -0.013608485927835015 0.010339165628209895 -0.019272336437751406
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leaf_count=571 107 257 336 1345 505
internal_value=0 0.00130832 -0.0020775 0.00363127 -0.00424442
internal_weight=0 0.0070559 0.00532973 0.00356484 0.00248778
internal_count=3121 2550 2293 1957 1850
is_linear=0
shrinkage=0.1


Tree=8341
num_leaves=6
num_cat=0
split_feature=47 42 160 3 1
split_gain=9.81725e-06 1.97396e-05 4.02275e-05 4.1762e-05 2.34929e-05
threshold=0.09550500000000002 0.091295000000000015 -0.063384999999999983 -0.078934999999999991 0.089105000000000018
decision_type=2 2 2 2 2
left_child=1 2 -1 -4 -5
right_child=-2 -3 3 4 -6
leaf_value=0.011742539094375316 0.0065259711465725668 0.01027036520009033 -0.023535588488203713 0.0080836468003490838 -0.010720509139868509
leaf_weight=0.0011818651967651569 0.0017659512583617148 0.0010988133518588933 0.0013555944017508343 0.001240815377160798 0.0014302052896080211
leaf_count=561 314 624 1052 243 327
internal_value=0 -0.00190947 -0.00447901 -0.00924025 -0.00198509
internal_weight=0 0.00630729 0.00520848 0.00402662 0.00267102
internal_count=3121 2807 2183 1622 570
is_linear=0
shrinkage=0.1


Tree=8342
num_leaves=8
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split_feature=50 15 4 2 52 43 0
split_gain=3.0905e-05 3.4182e-05 5.23133e-05 4.22668e-05 4.26699e-05 4.27072e-05 2.49381e-05
threshold=0.079410000000000008 -0.15026499999999995 0.23246000000000003 0.10672500000000001 -0.088204999999999992 -0.016814999999999997 -0.10011499999999998
decision_type=2 2 2 2 2 2 2
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right_child=-2 2 -4 -5 5 6 -8
leaf_value=0.00037399495216664268 -0.0003179632512967628 -0.00036772319189370777 -0.00041949593849911851 0.00037128938215819237 -0.00025109427059210752 0.00039967199841736104 3.7101876638613435e-06
leaf_weight=0.0010209701267818276 0.0010561289991456004 0.0010855317012528022 0.0010238719466926878 0.0013102518662779202 0.0010660461369167299 0.0013376024598206579 0.0011265781702406229
leaf_count=318 609 395 169 350 658 135 487
internal_value=0 3.89844e-05 -1.02302e-05 6.04811e-05 -2.77465e-05 7.67951e-05 0.000218646
internal_weight=0 0.00797085 0.00694988 0.00592601 0.00461576 0.00353023 0.00246418
internal_count=3121 2512 2194 2025 1675 1280 622
is_linear=0
shrinkage=0.00196078


Tree=8343
num_leaves=6
num_cat=0
split_feature=51 42 15 0 16
split_gain=9.92783e-06 1.83149e-05 2.17119e-05 3.97086e-05 2.25328e-05
threshold=-0.076794999999999988 0.092145000000000019 -0.10653 -0.10224499999999999 -0.056919999999999991
decision_type=2 2 2 2 2
left_child=-1 2 -2 -4 -5
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leaf_count=537 352 555 266 819 592
internal_value=0 0.00151037 0.003713 0.000325777 0.00708048
internal_weight=0 0.00672822 0.00571045 0.00438672 0.00291662
internal_count=3121 2584 2029 1677 1411
is_linear=0
shrinkage=0.1


Tree=8344
num_leaves=7
num_cat=0
split_feature=50 15 42 16 16 2
split_gain=3.44673e-05 2.62933e-05 3.93475e-05 6.09816e-05 3.86856e-05 2.72901e-05
threshold=0.079410000000000008 -0.10653 0.091295000000000015 -0.084119999999999986 0.26799500000000004 0.092755000000000018
decision_type=2 2 2 2 2 2
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leaf_count=455 609 480 450 645 239 243
internal_value=0 3.83498e-05 -2.06597e-05 -9.92575e-05 4.90698e-05 0.000192806
internal_weight=0 0.00764115 0.00604901 0.00485078 0.00333343 0.00227843
internal_count=3121 2512 2057 1607 1127 888
is_linear=0
shrinkage=0.00196078


Tree=8345
num_leaves=8
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split_feature=131 159 15 3 13 15 4
split_gain=2.73424e-05 3.28858e-05 5.80977e-05 3.70597e-05 4.49501e-05 3.82822e-05 1.55133e-05
threshold=0.084390000000000007 0.076905000000000015 -0.11713499999999999 0.086245000000000016 -0.014169999999999999 -0.016799999999999995 -0.064054999999999987
decision_type=2 2 2 2 2 2 2
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right_child=-2 -3 3 5 6 -7 -8
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leaf_count=281 492 452 1026 113 389 92 276
internal_value=0 3.35614e-05 -1.58523e-05 6.80797e-05 0.000206411 -0.000111666 0.000382386
internal_weight=0 0.00808675 0.00699443 0.00573036 0.00323823 0.00249213 0.00204918
internal_count=3121 2629 2177 1896 1691 205 665
is_linear=0
shrinkage=0.00196078


Tree=8346
num_leaves=6
num_cat=0
split_feature=52 12 1 3 2
split_gain=9.86554e-06 2.62094e-05 4.9543e-05 5.37377e-05 3.49014e-05
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decision_type=2 2 2 2 2
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leaf_weight=0.0012617283543834127 0.0012219099641792653 0.0013476610191742646 0.0013443235061847102 0.0011063238747085159 0.0018137392664505376
leaf_count=887 501 409 311 150 863
internal_value=0 0.00140996 -0.00163942 0.00372907 -0.00306992
internal_weight=0 0.00687378 0.00552612 0.00418179 0.00307547
internal_count=3121 2620 2211 1900 1750
is_linear=0
shrinkage=0.1


Tree=8347
num_leaves=7
num_cat=0
split_feature=484 160 2 16 4 1
split_gain=3.06638e-05 4.31945e-05 3.13669e-05 6.6975e-05 5.05377e-05 5.82158e-05
threshold=0.073690000000000019 -1.0000000180025095e-35 0.10912000000000001 -0.15241499999999997 -0.084369999999999987 0.090840000000000018
decision_type=2 2 2 2 2 2
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leaf_count=613 394 207 444 388 770 305
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internal_weight=0 0.00776792 0.00676282 0.00491112 0.00359488 0.00255047
internal_count=3121 2727 2114 1670 1463 1075
is_linear=0
shrinkage=0.00196078


Tree=8348
num_leaves=7
num_cat=0
split_feature=50 15 16 0 2 52
split_gain=2.95998e-05 3.69459e-05 3.39207e-05 5.42065e-05 4.78468e-05 2.96546e-05
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decision_type=2 2 2 2 2 2
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internal_weight=0 0.00766719 0.00604668 0.00320209 0.00284459 0.00204272
internal_count=3121 2512 2057 976 1081 304
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Tree=8349
num_leaves=6
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split_feature=1 42 3 2 2
split_gain=1.16179e-05 2.68602e-05 2.75492e-05 3.17609e-05 7.72727e-05
threshold=0.12408500000000001 0.091735000000000025 -0.091054999999999983 0.10613000000000002 0.089775000000000008
decision_type=2 2 2 2 2
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internal_value=0 -0.00170375 0.000888435 -0.0030102 0.00278656
internal_weight=0 0.00691188 0.00589294 0.00444709 0.00302421
internal_count=3121 2832 2254 1724 1464
is_linear=0
shrinkage=0.1


Tree=8350
num_leaves=7
num_cat=0
split_feature=133 42 52 13 2 0
split_gain=3.84185e-05 6.72996e-05 6.79413e-05 7.34104e-05 8.34099e-05 4.43289e-05
threshold=-0.085499999999999979 0.088060000000000013 0.10160000000000001 -0.084034999999999985 0.084245000000000014 -0.17169499999999996
decision_type=2 2 2 2 2 2
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leaf_weight=0.0010942901009741981 0.0010985152703126572 0.0018245794851214419 0.0012411045467534201 0.0015097254054980695 0.0013989910928897172 0.0013437701435938692
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internal_weight=0 0.00841669 0.00659211 0.005351 0.00425249 0.00274276
internal_count=3121 2633 1789 1535 1075 755
is_linear=0
shrinkage=0.00196078


Tree=8351
num_leaves=6
num_cat=0
split_feature=50 15 42 16 12
split_gain=2.98708e-05 2.97699e-05 3.09441e-05 7.14446e-05 3.85344e-05
threshold=0.079410000000000008 -0.10653 0.091295000000000015 -0.084119999999999986 0.051320000000000005
decision_type=2 2 2 2 2
left_child=1 -1 3 -3 -5
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leaf_weight=0.0016080848352284099 0.0010290122466991682 0.0015135807372921783 0.0011881240900016759 0.0018401913348127237 0.0014724474233749007
leaf_count=455 609 480 450 293 834
internal_value=0 3.5622e-05 -2.77405e-05 -9.75238e-05 6.37362e-05
internal_weight=0 0.00762243 0.00601434 0.00482622 0.00331264
internal_count=3121 2512 2057 1607 1127
is_linear=0
shrinkage=0.00196078


Tree=8352
num_leaves=7
num_cat=0
split_feature=403 13 4 3 13 16
split_gain=9.35735e-06 4.57785e-05 6.57185e-05 2.80452e-05 7.02004e-05 4.8213e-05
threshold=0.03138500000000001 0.11217000000000001 -0.064804999999999988 -0.077774999999999983 -0.059629999999999996 -0.073849999999999985
decision_type=2 2 2 2 2 2
left_child=1 2 -1 -4 -5 -6
right_child=-2 -3 3 4 5 -7
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leaf_weight=0.0016444725266764968 0.0010030178709832952 0.0011786003800038948 0.0010088522513226495 0.0010523840246329237 0.0011831841048930017 0.0010494816772748787
leaf_count=979 376 172 770 408 179 237
internal_value=0 -0.00140542 -0.00497842 0.00153183 0.00601047 -0.00402585
internal_weight=0 0.00711697 0.00593837 0.0042939 0.00328505 0.00223267
internal_count=3121 2745 2573 1594 824 416
is_linear=0
shrinkage=0.1


Tree=8353
num_leaves=7
num_cat=0
split_feature=50 15 42 16 16 2
split_gain=2.88662e-05 3.19044e-05 3.73376e-05 5.01325e-05 5.24371e-05 2.62697e-05
threshold=0.079410000000000008 -0.10653 0.091295000000000015 -0.084119999999999986 0.26799500000000004 0.092755000000000018
decision_type=2 2 2 2 2 2
left_child=1 -1 3 -3 5 -5
right_child=-2 2 -4 4 -6 -7
leaf_value=0.00027884845933186632 -0.00031735454323614015 -0.00040177318590029051 0.00027544403746647839 4.0008425855962939e-06 -0.00033237398985259508 0.00042569509169199798
leaf_weight=0.0015983995451859878 0.0010296368040790304 0.0015379495550835887 0.0012154665928902405 0.0012699902414611646 0.001073294630904241 0.0010274620879945448
leaf_count=455 609 480 450 645 239 243
internal_value=0 3.21563e-05 -3.22301e-05 -0.000108415 2.54339e-05 0.00019259
internal_weight=0 0.00772256 0.00612416 0.0049087 0.00337075 0.00229745
internal_count=3121 2512 2057 1607 1127 888
is_linear=0
shrinkage=0.00196078


Tree=8354
num_leaves=7
num_cat=0
split_feature=43 16 15 16 16 1
split_gain=1.04551e-05 2.70271e-05 3.09623e-05 4.22058e-05 1.98249e-05 3.63483e-05
threshold=-0.24021999999999996 0.22339500000000004 -0.0040799999999999994 -0.014034999999999997 -0.062804999999999986 0.10752500000000002
decision_type=2 2 2 2 2 2
left_child=-1 2 4 -4 5 -2
right_child=1 -3 3 -5 -6 -7
leaf_value=-0.0093680699133090236 -0.0098100937459375745 -0.012973935590279316 0.0018042111855553471 0.028134849641841445 -0.012916296393927985 0.015740282144472033
leaf_weight=0.0010630422395726709 0.0010918906970520596 0.0011200732459246679 0.0015251621054072665 0.0010131687877506779 0.0011569103619036162 0.0011361354615350163
leaf_count=166 431 414 930 295 591 294
internal_value=0 0.00127125 0.00396498 0.012314 -0.00229589 0.00321879
internal_weight=0 0.00704334 0.00592327 0.00253833 0.00338494 0.00222803
internal_count=3121 2955 2541 1225 1316 725
is_linear=0
shrinkage=0.1


Tree=8355
num_leaves=6
num_cat=0
split_feature=42 160 49 52 2
split_gain=9.15494e-06 2.17192e-05 2.35347e-05 3.51456e-05 2.86408e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.047584999999999995 0.077655000000000016 0.10005000000000001
decision_type=2 2 2 2 2
left_child=-1 -2 -3 4 -4
right_child=1 2 3 -5 -6
leaf_value=-0.0074798465541673857 -0.0091654163496547106 0.016224507211083424 -0.016713006899373134 0.012962151706534593 0.0049405409859996537
leaf_weight=0.0013951052916316977 0.0015020735674864758 0.0012856100072419427 0.0013162745136135563 0.0014517012549416152 0.0011397679228616802
leaf_count=862 828 257 528 316 330
internal_value=0 0.00142494 0.00448799 0.000626791 -0.00666431
internal_weight=0 0.00669543 0.00519335 0.00390774 0.00245604
internal_count=3121 2259 1431 1174 858
is_linear=0
shrinkage=0.1


Tree=8356
num_leaves=6
num_cat=0
split_feature=52 12 1 3 2
split_gain=9.4929e-06 2.33376e-05 4.38738e-05 4.43697e-05 2.26736e-05
threshold=0.11434500000000002 0.097825000000000009 0.11181500000000001 0.088060000000000013 0.088225000000000012
decision_type=2 2 2 2 2
left_child=1 2 3 4 -1
right_child=-2 -3 -4 -5 -6
leaf_value=-0.012173085304303343 -0.0082617191050882669 0.013147781889231111 -0.017265308379109612 0.020768684827351464 0.0050796980354266899
leaf_weight=0.0013783362943482081 0.0012112940945993014 0.0013458410997275981 0.0013425120032947505 0.0010985730593462877 0.0017027454028020386
leaf_count=1062 501 409 311 150 688
internal_value=0 0.00133994 -0.00153783 0.00351387 -0.00263842
internal_weight=0 0.00686801 0.00552217 0.00417965 0.00308108
internal_count=3121 2620 2211 1900 1750
is_linear=0
shrinkage=0.1


Tree=8357
num_leaves=7
num_cat=0
split_feature=4 0 43 52 52 1
split_gain=3.60631e-05 3.57596e-05 3.35173e-05 4.72622e-05 3.60874e-05 5.3224e-05
threshold=-0.46376499999999993 -0.019414999999999998 -0.08756499999999999 0.070205000000000017 -0.057699999999999994 0.10612500000000001
decision_type=2 2 2 2 2 2
left_child=-1 2 -2 4 -4 -6
right_child=1 -3 3 -5 5 -7
leaf_value=-0.00034439576265559829 -0.00027838730338691385 0.0003667955351897205 0.00017130171183209314 0.0003815997967100581 5.7421960189950382e-05 -0.00052769847113638083
leaf_weight=0.001090373035244595 0.0014744971323003416 0.0010842603892194181 0.0017009677785070894 0.0012963445563436678 0.0013517797730525523 0.0010714221935169521
leaf_count=183 529 196 548 809 680 176
internal_value=0 3.57825e-05 -1.62703e-05 5.50312e-05 -4.76186e-05 -0.00020129
internal_weight=0 0.00797927 0.00689501 0.00542051 0.00412417 0.0024232
internal_count=3121 2938 2742 2213 1404 856
is_linear=0
shrinkage=0.00196078


Tree=8358
num_leaves=7
num_cat=0
split_feature=1 42 3 151 0 4
split_gain=9.4262e-06 2.59652e-05 2.27092e-05 3.18033e-05 5.9857e-05 3.13146e-05
threshold=0.12408500000000001 0.091735000000000025 -0.091054999999999983 -0.0083949999999999979 -0.083914999999999976 0.053180000000000012
decision_type=2 2 2 2 2 2
left_child=1 2 -1 -4 5 -5
right_child=-2 -3 3 4 -6 -7
leaf_value=0.011945017684972969 0.0081266236195555938 -0.016244680078893993 -0.017932830086177319 -0.00030100386759471693 -0.016196309158345558 0.023361015205283702
leaf_weight=0.0014416404130065189 0.0011890383317036853 0.0010196629460728756 0.0010265245660151289 0.0011003731737443717 0.0011686938422831644 0.0011374311631187919
leaf_count=530 289 578 372 592 583 177
internal_value=0 -0.00151434 0.0010424 -0.00250319 0.00214643 0.0117259
internal_weight=0 0.00689433 0.00587466 0.00443302 0.0034065 0.0022378
internal_count=3121 2832 2254 1724 1352 769
is_linear=0
shrinkage=0.1


Tree=8359
num_leaves=8
num_cat=0
split_feature=484 160 52 0 0 150 47
split_gain=2.87625e-05 5.64679e-05 3.42894e-05 4.09911e-05 4.61906e-05 2.99256e-05 2.49742e-05
threshold=0.073690000000000019 -1.0000000180025095e-35 0.10347000000000002 -0.053834999999999994 -0.084269999999999984 0.081835000000000019 0.092165000000000011
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 4 5 6 -3
right_child=-2 2 -4 -5 -6 -7 -8
leaf_value=-0.00047883679932251216 0.0003002854781545167 -0.00038615588932195544 0.00032800981410267886 -0.00033587119263639594 0.00040047664768008966 0.00020252824480474025 2.4595364714193709e-05
leaf_weight=0.001018773778408799 0.0010316193385340325 0.0012101620019339288 0.0011300927189926372 0.0014136319481640579 0.00107909587231935 0.0010846764882334334 0.0010743353994985634
leaf_count=613 394 577 203 345 699 174 116
internal_value=0 -4.7561e-05 1.52783e-05 -4.50119e-05 4.74213e-05 -6.5657e-05 -0.000192991
internal_weight=0 0.00801077 0.00699199 0.0058619 0.00444827 0.00336917 0.0022845
internal_count=3121 2727 2114 1911 1566 867 693
is_linear=0
shrinkage=0.00196078


Tree=8360
num_leaves=7
num_cat=0
split_feature=16 52 0 13 2 3
split_gain=9.35293e-06 3.75479e-05 3.22249e-05 2.75178e-05 2.26823e-05 5.37566e-05
threshold=0.38525000000000004 0.10160000000000001 -0.084269999999999984 -0.0087749999999999981 0.11215000000000001 0.084940000000000015
decision_type=2 2 2 2 2 2
left_child=1 2 4 -4 5 -1
right_child=-2 -3 3 -5 -6 -7
leaf_value=-0.011225971026000472 0.0082318811157126252 -0.01696958361542885 0.023886353703375694 0.0005822090685460628 -0.015600371193480955 0.018224548384462757
leaf_weight=0.0014231901748590929 0.0011566554764371349 0.0012768616785717125 0.0010030794262897908 0.0010239220289631336 0.0011017815080801661 0.0010979372389030599
leaf_count=914 311 591 579 443 180 103
internal_value=0 -0.00148226 0.00201783 0.0121145 -0.00363119 0.00159957
internal_weight=0 0.00692677 0.00564991 0.002027 0.00362291 0.00252113
internal_count=3121 2810 2219 1022 1197 1017
is_linear=0
shrinkage=0.1


Tree=8361
num_leaves=6
num_cat=0
split_feature=4 16 4 0 2
split_gain=9.32342e-06 2.06832e-05 3.22525e-05 4.0171e-05 3.33755e-05
threshold=0.24564500000000003 -0.094359999999999986 0.0052350000000000009 -0.077999999999999986 0.10097500000000002
decision_type=2 2 2 2 2
left_child=1 -1 3 -3 -5
right_child=-2 2 -4 4 -6
leaf_value=-0.012464184077043014 0.0063101959068547694 -0.019461992760074997 0.012999557580047012 0.015481614332261549 -0.0095772954918952359
leaf_weight=0.0014294682967924644 0.0017783264929280198 0.0011522165122760109 0.0015722320205634735 0.0011313557304268428 0.0010024370038478961
leaf_count=393 426 1259 285 466 292
internal_value=0 -0.00189078 0.00122029 -0.00441565 0.00370916
internal_weight=0 0.00628771 0.00485824 0.00328601 0.00213379
internal_count=3121 2695 2302 2017 758
is_linear=0
shrinkage=0.1


Tree=8362
num_leaves=6
num_cat=0
split_feature=0 2 3 16 1
split_gain=8.99018e-06 4.26569e-05 2.52703e-05 2.82325e-05 4.45603e-05
threshold=-0.23001499999999997 0.11293500000000002 0.088060000000000013 0.11346000000000002 0.077565000000000009
decision_type=2 2 2 2 2
left_child=-1 2 3 4 -2
right_child=1 -3 -4 -5 -6
leaf_value=-0.0082810968547026055 -0.019105038194138547 0.015640006319080243 -0.015337958711823347 0.015322407791825296 0.0057219465830630383
leaf_weight=0.0011451443729137301 0.0011862491737469748 0.0015928634635534308 0.0012675133634976344 0.0010103827872723556 0.0018509818452576933
leaf_count=117 1293 490 140 317 764
internal_value=0 0.00128557 -0.00301624 0.000842319 -0.00397471
internal_weight=0 0.00690799 0.00531513 0.00404761 0.00303723
internal_count=3121 3004 2514 2374 2057
is_linear=0
shrinkage=0.1


Tree=8363
num_leaves=6
num_cat=0
split_feature=403 42 12 3 4
split_gain=1.02639e-05 3.86178e-05 7.40387e-05 5.00489e-05 1.86774e-05
threshold=0.022375000000000003 0.088060000000000013 0.084100000000000022 0.076840000000000006 0.033845000000000007
decision_type=2 2 2 2 2
left_child=1 2 3 -1 -5
right_child=-2 -3 -4 4 -6
leaf_value=0.021082738139726546 0.0094055572296751142 0.012147279408624506 -0.023411379410675198 0.003925306147359019 -0.012484447692545555
leaf_weight=0.0010214132202325541 0.0010012669201108493 0.0016170260662389836 0.0016137745015300849 0.0013051614901294448 0.0014802706848854623
leaf_count=418 388 854 1091 219 151
internal_value=0 -0.00141542 -0.00546131 0.00214797 -0.00479538
internal_weight=0 0.00703765 0.00542062 0.00380685 0.00278543
internal_count=3121 2733 1879 788 370
is_linear=0
shrinkage=0.1


Tree=8364
num_leaves=7
num_cat=0
split_feature=484 15 48 16 13 4
split_gain=2.52183e-05 2.4673e-05 3.35282e-05 5.07333e-05 3.74273e-05 4.32883e-05
threshold=0.073690000000000019 -0.11713499999999999 0.092475000000000016 -0.15241499999999997 -0.063184999999999977 0.0067750000000000006
decision_type=2 2 2 2 2 2
left_child=1 -1 3 -3 -5 -6
right_child=-2 2 -4 4 5 -7
leaf_value=-0.00028505917733855036 0.00028675567108251446 0.00028133709320340527 0.00033467812885984487 -0.00043157270329062243 -0.00023442105637903635 0.00026796039987406472
leaf_weight=0.0013471981845725803 0.0010015263815837507 0.0013081577921711983 0.0010102985717655982 0.0013357465211622944 0.0016302301824303788 0.0011073336002427213
leaf_count=393 394 217 209 884 892 132
internal_value=0 -4.39056e-05 6.92261e-06 -5.46091e-05 -0.000162499 -3.12098e-05
internal_weight=0 0.00773896 0.00639177 0.00538147 0.00407331 0.00273756
internal_count=3121 2727 2334 2125 1908 1024
is_linear=0
shrinkage=0.00196078


Tree=8365
num_leaves=7
num_cat=0
split_feature=50 15 42 16 16 0
split_gain=3.92557e-05 4.05018e-05 3.81214e-05 6.56372e-05 3.95762e-05 3.13381e-05
threshold=0.079410000000000008 -0.10653 0.091295000000000015 -0.084119999999999986 0.31475000000000003 -0.077259999999999981
decision_type=2 2 2 2 2 2
left_child=1 -1 3 -3 5 -5
right_child=-2 2 -4 4 -6 -7
leaf_value=0.00031170882964710807 -0.00035711502911594975 -0.00043527266312543494 0.00027506205702874215 -4.7875397466486412e-06 -0.00028008578812622044 0.00044693073289592424
leaf_weight=0.0016850989810673405 0.0010769591052269814 0.0015968068963634046 0.0012570385221082466 0.0014371945530518195 0.0010141059041390192 0.0010022331332320141
leaf_count=455 609 480 450 680 206 241
internal_value=0 4.16628e-05 -3.04835e-05 -0.000106534 4.5464e-05 0.0001808
internal_weight=0 0.00799248 0.00630738 0.00505034 0.00345353 0.00243943
internal_count=3121 2512 2057 1607 1127 921
is_linear=0
shrinkage=0.00196078


Tree=8366
num_leaves=7
num_cat=0
split_feature=50 160 3 4 16 52
split_gain=4.03506e-05 3.44672e-05 3.14697e-05 4.31839e-05 7.02465e-05 5.07898e-05
threshold=0.079410000000000008 -0.081639999999999976 0.12745000000000004 0.0052350000000000009 -0.094359999999999986 0.077655000000000016
decision_type=2 2 2 2 2 2
left_child=1 -1 3 5 -5 -3
right_child=-2 2 -4 4 -6 -7
leaf_value=0.00036491987929768355 -0.00036967644867454949 -0.00041218420884225958 -0.00032282994132137871 -7.1632997950931007e-05 0.00051392124077278135 0.00015069086925170524
leaf_weight=0.0010743156410048926 0.0010556292104837951 0.001319122419873367 0.0010631820874316402 0.0017213788554464918 0.0014521766315311983 0.0011568281819433178
leaf_count=441 609 764 138 339 257 573
internal_value=0 3.88354e-05 -1.3352e-05 4.48887e-05 0.000196309 -0.000149194
internal_weight=0 0.007787 0.00671269 0.00564951 0.00317356 0.00247595
internal_count=3121 2512 2071 1933 596 1337
is_linear=0
shrinkage=0.00196078


Tree=8367
num_leaves=5
num_cat=0
split_feature=13 3 1 0
split_gain=1.04137e-05 1.92062e-05 2.36037e-05 2.68542e-05
threshold=-0.23438999999999996 0.097915000000000016 1.0000000180025095e-35 -0.10607499999999999
decision_type=2 2 2 2
left_child=-1 2 -2 -4
right_child=1 -3 3 -5
leaf_value=0.0092970899514301566 -0.0075150259032354186 -0.011084288177853507 0.015757492158420216 -0.0018007116717073922
leaf_weight=0.0010331351082719245 0.001925464728742781 0.0016000513702789966 0.0016111716028137442 0.0018962768429349084
leaf_count=169 1583 168 274 927
internal_value=0 -0.00145486 0.00138111 0.00626478
internal_weight=0 0.00703296 0.00543291 0.00350745
internal_count=3121 2952 2784 1201
is_linear=0
shrinkage=0.1


Tree=8368
num_leaves=6
num_cat=0
split_feature=43 43 16 47 3
split_gain=9.81799e-06 3.74239e-05 2.09965e-05 2.67159e-05 3.02716e-05
threshold=-0.09225499999999999 -0.067199999999999996 0.071345000000000006 0.077555000000000013 0.090900000000000009
decision_type=2 2 2 2 2
left_child=-1 -2 3 4 -3
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leaf_value=-0.0065819909068516999 0.019519985132873546 -0.0015075250919659726 -0.013257176394767639 -0.011264456426441607 0.019152039975364979
leaf_weight=0.0017984111501004787 0.0010013327143538215 0.0017525558551534483 0.001189932941667267 0.0011248803116060378 0.0011913780507537847
leaf_count=476 877 1091 285 190 202
internal_value=0 0.00180109 -0.00157281 0.0018443 0.00685318
internal_weight=0 0.00626008 0.00525875 0.00406881 0.00294393
internal_count=3121 2645 1768 1483 1293
is_linear=0
shrinkage=0.1


Tree=8369
num_leaves=7
num_cat=0
split_feature=50 160 42 2 4 3
split_gain=2.54551e-05 2.60041e-05 2.64626e-05 3.20999e-05 6.88916e-05 6.1369e-05
threshold=0.079410000000000008 -0.027994999999999996 -1.0000000180025095e-35 0.11411 0.0052350000000000009 -0.080934999999999993
decision_type=2 2 2 2 2 2
left_child=1 -1 -3 4 5 -4
right_child=-2 2 3 -5 -6 -7
leaf_value=0.00027023094444820751 -0.00029733674635466062 -0.00029945826271039874 0.00021586638542730498 -0.00026884238854852445 0.00038343209027857987 -0.00044707957840872491
leaf_weight=0.0014294806186424015 0.0010247950596965231 0.001096854965600795 0.0010389475953237767 0.0010550637241077106 0.0019329976047866128 0.0011108533247941299
leaf_count=625 609 620 412 244 278 333
internal_value=0 3.17044e-05 -2.29843e-05 3.60386e-05 0.000114825 -0.000126694
internal_weight=0 0.0076642 0.00623472 0.00513786 0.0040828 0.0021498
internal_count=3121 2512 1887 1267 1023 745
is_linear=0
shrinkage=0.00196078


Tree=8370
num_leaves=7
num_cat=0
split_feature=3 51 0 0 12 43
split_gain=1.04781e-05 2.22368e-05 2.60981e-05 3.56388e-05 4.03306e-05 2.69731e-05
threshold=0.13524500000000003 0.086310000000000012 -0.17169499999999996 -0.10224499999999999 0.091545000000000015 -0.014584999999999999
decision_type=2 2 2 2 2 2
left_child=1 2 -1 -4 5 -5
right_child=-2 -3 3 4 -6 -7
leaf_value=0.014587237992555437 0.0085333070122192382 -0.015242784335535282 -0.018244785995002285 -0.00078527201362794648 -0.013087712989763928 0.020097868413420872
leaf_weight=0.0011109690630446379 0.0012047297996002583 0.0010147327160488755 0.0010965795108676393 0.0012519338129080191 0.0011567841306011455 0.0012224138538575204
leaf_count=133 192 387 280 790 767 572
internal_value=0 -0.00157923 0.000795429 -0.00244552 0.00232576 0.00953173
internal_weight=0 0.00685341 0.00583868 0.00472771 0.00363113 0.00247435
internal_count=3121 2929 2542 2409 2129 1362
is_linear=0
shrinkage=0.1


Tree=8371
num_leaves=6
num_cat=0
split_feature=15 43 42 16 2
split_gain=9.03265e-06 2.0231e-05 3.08167e-05 2.90212e-05 2.55607e-05
threshold=-0.11713499999999999 -0.17390999999999998 0.086325000000000013 -0.094359999999999986 0.097220000000000015
decision_type=2 2 2 2 2
left_child=-1 -2 3 -3 -5
right_child=1 2 -4 4 -6
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leaf_weight=0.001474211004177964 0.0011878633453743914 0.0011303488374919761 0.0012893602751814269 0.0016306005426857681 0.0013303927244500322
leaf_count=484 184 253 950 882 368
internal_value=0 0.00152697 -0.00108061 0.00316781 0.00837152
internal_weight=0 0.00656857 0.0053807 0.00409134 0.00296099
internal_count=3121 2637 2453 1503 1250
is_linear=0
shrinkage=0.1


Tree=8372
num_leaves=6
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split_feature=4 151 15 13 0
split_gain=1.02755e-05 1.8282e-05 4.24852e-05 4.17279e-05 2.71572e-05
threshold=0.24564500000000003 -0.0071249999999999985 -0.055554999999999993 -0.0034749999999999994 -0.077639999999999987
decision_type=2 2 2 2 2
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leaf_count=463 426 674 718 509 331
internal_value=0 -0.00196216 -0.00452269 6.19874e-05 0.00965189
internal_weight=0 0.00625288 0.00510756 0.00407726 0.0021475
internal_count=3121 2695 2232 1558 1049
is_linear=0
shrinkage=0.1


Tree=8373
num_leaves=7
num_cat=0
split_feature=1 42 3 133 2 2
split_gain=9.13965e-06 2.54725e-05 2.18921e-05 3.17768e-05 2.60944e-05 4.57138e-05
threshold=0.12408500000000001 0.091735000000000025 -0.091054999999999983 0.076280000000000014 0.089775000000000008 0.10803500000000001
decision_type=2 2 2 2 2 2
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leaf_weight=0.0014268449370822417 0.0011818982601148548 0.0010171603822779155 0.0012600923658756327 0.0010438231344370675 0.001052199906586118 0.0010365716487859182
leaf_count=530 289 578 712 569 268 175
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internal_weight=0 0.00683669 0.00581953 0.00439269 0.00334886 0.00208877
internal_count=3121 2832 2254 1724 1155 443
is_linear=0
shrinkage=0.1


Tree=8374
num_leaves=7
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split_feature=50 3 3 43 3 4
split_gain=2.53015e-05 2.85725e-05 4.22642e-05 5.26567e-05 3.29682e-05 4.19041e-05
threshold=0.079410000000000008 -0.10519499999999998 -0.076669999999999988 -0.067899999999999974 0.090900000000000009 0.033845000000000007
decision_type=2 2 2 2 2 2
left_child=1 -1 -3 -4 -5 -6
right_child=-2 2 3 4 5 -7
leaf_value=0.00024581640077403889 -0.00030305784026093908 -0.00040142108124602033 0.00043157763210147977 -0.00031345560227913214 0.00029528343425275569 -0.00022405186658814642
leaf_weight=0.0017451594405524882 0.0010214007152007419 0.0010260544316856328 0.0010233466872380018 0.0013647502831397526 0.0013618838318363851 0.0010640374584295232
leaf_count=348 609 1151 333 384 150 146
internal_value=0 2.56704e-05 -4.01147e-05 3.68937e-05 -6.96569e-05 6.74969e-05
internal_weight=0 0.00758523 0.00584007 0.00481402 0.00379067 0.00242592
internal_count=3121 2512 2164 1013 680 296
is_linear=0
shrinkage=0.00196078


Tree=8375
num_leaves=7
num_cat=0
split_feature=50 4 151 43 0 16
split_gain=3.96998e-05 4.26878e-05 3.79754e-05 3.4569e-05 5.68218e-05 0.000100283
threshold=0.079410000000000008 0.36766000000000004 -0.024429999999999997 0.016310000000000002 -0.053834999999999994 -0.084119999999999986
decision_type=2 2 2 2 2 2
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leaf_value=0.00032412541429030511 -0.0003666208226821177 0.00040500721055111542 -0.00041559790918852766 0.00018514871542450354 -0.00049464251837303037 0.00033510629153131997
leaf_weight=0.0010578701678329114 0.0010338208811154154 0.0010750461667185882 0.0012609282720413167 0.0013998063419409365 0.0013888783268258191 0.0014956537802556184
leaf_count=363 609 303 431 303 273 839
internal_value=0 4.26692e-05 -1.63225e-05 -8.12697e-05 -0.000171232 -8.28423e-06
internal_weight=0 0.00767818 0.00660314 0.00554527 0.00414546 0.00275658
internal_count=3121 2512 2209 1846 1543 1270
is_linear=0
shrinkage=0.00196078


Tree=8376
num_leaves=6
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split_feature=50 15 42 16 12
split_gain=2.80314e-05 3.27924e-05 3.63484e-05 6.86906e-05 3.5687e-05
threshold=0.079410000000000008 -0.10653 0.091295000000000015 -0.084119999999999986 0.051320000000000005
decision_type=2 2 2 2 2
left_child=1 -1 3 -3 -5
right_child=-2 2 -4 4 -6
leaf_value=0.00028770439446464813 -0.00030265064647274194 -0.0004441612554013813 0.00027813247633906715 0.00023525059647930353 -0.00017035100327238053
leaf_weight=0.0016156315738831703 0.0010469180162350974 0.0015416107126046069 0.0012102017914937153 0.0018798886434801068 0.0014990638464599342
leaf_count=455 609 480 450 293 834
internal_value=0 3.91892e-05 -2.63017e-05 -0.000101177 5.53065e-05
internal_weight=0 0.0077464 0.00613076 0.00492056 0.00337895
internal_count=3121 2512 2057 1607 1127
is_linear=0
shrinkage=0.00196078


Tree=8377
num_leaves=6
num_cat=0
split_feature=4 42 43 16 16
split_gain=9.41185e-06 1.87297e-05 3.23107e-05 2.67743e-05 4.0582e-05
threshold=0.24564500000000003 -1.0000000180025095e-35 -0.074359999999999996 0.054560000000000004 -0.092484999999999984
decision_type=2 2 2 2 2
left_child=1 -1 -3 4 -4
right_child=-2 2 3 -5 -6
leaf_value=-0.01316992988738809 0.0063565249166756786 0.01360687855778568 -0.013912682157255855 -0.01717229961160718 0.011815753654441808
leaf_weight=0.0011908501746261211 0.0017798797818389459 0.0014133700182285291 0.0010269525610754877 0.0011082681119702095 0.0015211604264171381
leaf_count=797 426 785 194 277 642
internal_value=0 -0.00188438 0.000766514 -0.00419691 0.00144656
internal_weight=0 0.0062606 0.00506975 0.00365638 0.00254811
internal_count=3121 2695 1898 1113 836
is_linear=0
shrinkage=0.1


Tree=8378
num_leaves=7
num_cat=0
split_feature=484 160 2 16 4 1
split_gain=3.01605e-05 4.304e-05 4.74413e-05 8.18435e-05 7.29752e-05 6.44614e-05
threshold=0.073690000000000019 -1.0000000180025095e-35 0.10912000000000001 -0.15241499999999997 -0.084369999999999987 0.090840000000000018
decision_type=2 2 2 2 2 2
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right_child=-2 2 -4 4 5 -7
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leaf_count=613 394 207 444 388 770 305
internal_value=0 -5.31586e-05 2.59835e-06 -9.80515e-05 -0.000250227 -7.32572e-05
internal_weight=0 0.00783621 0.00683059 0.00495195 0.0036293 0.00258291
internal_count=3121 2727 2114 1670 1463 1075
is_linear=0
shrinkage=0.00196078


Tree=8379
num_leaves=6
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split_feature=16 133 16 0 3
split_gain=9.02383e-06 3.25592e-05 4.85197e-05 3.6777e-05 3.15477e-05
threshold=0.38525000000000004 0.091410000000000005 0.013515000000000001 -0.10011499999999998 0.086245000000000016
decision_type=2 2 2 2 2
left_child=1 2 3 4 -1
right_child=-2 -3 -4 -5 -6
leaf_value=0.013582128386163326 0.0081226711624754911 -0.017774631982075097 0.018959830607096509 -0.016851241927237238 -0.0063374769670235592
leaf_weight=0.0014425233776843695 0.0011531226945783683 0.0010361407826765178 0.0012465332376435361 0.0013928479332623433 0.0017714250991518958
leaf_count=316 311 539 365 1380 210
internal_value=0 -0.00143523 0.00145712 -0.00327886 0.00260308
internal_weight=0 0.00688947 0.00585333 0.0046068 0.00321395
internal_count=3121 2810 2271 1906 526
is_linear=0
shrinkage=0.1


Tree=8380
num_leaves=7
num_cat=0
split_feature=484 1 2 48 16 0
split_gain=2.62772e-05 2.04527e-05 3.32248e-05 5.53903e-05 3.23477e-05 5.33293e-05
threshold=0.073690000000000019 0.12408500000000001 0.11389000000000002 0.08975000000000001 -0.056919999999999991 -0.10224499999999999
decision_type=2 2 2 2 2 2
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right_child=-2 -3 -4 -5 -6 -7
leaf_value=-0.00031619575134965238 0.00029321520499271718 0.00019010750256247283 -0.00038858162156912087 0.00038128763361864704 -0.00032351698880945303 0.00026746915986431661
leaf_weight=0.0010334796188052875 0.0010136671421386275 0.0012200154740295132 0.0011516886877925795 0.0010535482544513615 0.0017688188176589025 0.001441131309416804
leaf_count=206 394 242 294 253 802 930
internal_value=0 -4.27e-05 -8.67446e-05 -2.1118e-05 -0.000121026 2.37113e-05
internal_weight=0 0.00766868 0.00644867 0.00529698 0.00424343 0.00247461
internal_count=3121 2727 2485 2191 1938 1136
is_linear=0
shrinkage=0.00196078


Tree=8381
num_leaves=7
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split_feature=50 4 151 47 1 13
split_gain=3.42241e-05 3.45255e-05 3.56961e-05 3.78292e-05 6.0147e-05 3.65031e-05
threshold=0.079410000000000008 0.36766000000000004 -0.024429999999999997 0.09550500000000002 0.086560000000000012 -0.016469999999999995
decision_type=2 2 2 2 2 2
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right_child=-2 -3 3 -5 -6 -7
leaf_value=0.00031882770291675322 -0.00033983826401934027 0.00036953764102084369 -0.0002101509724945533 0.00024463330033984258 -0.00048025080099219634 0.00022979284356492019
leaf_weight=0.0010518714291081806 0.0010305904433661525 0.0010581867313566419 0.0014758750876394534 0.0011289872683496547 0.0014754598297531457 0.001425386192460244
leaf_count=363 609 303 779 149 369 549
internal_value=0 4.08875e-05 -1.21463e-05 -7.53792e-05 -0.000157927 5.9929e-06
internal_weight=0 0.00761577 0.00655758 0.00550571 0.00437672 0.00290126
internal_count=3121 2512 2209 1846 1697 1328
is_linear=0
shrinkage=0.00196078


Tree=8382
num_leaves=6
num_cat=0
split_feature=51 1 4 52 1
split_gain=1.09121e-05 1.53012e-05 3.174e-05 2.56926e-05 4.6684e-06
threshold=-0.076794999999999988 0.10937500000000001 -0.0016099999999999997 0.090245000000000006 0.091615000000000016
decision_type=2 2 2 2 2
left_child=-1 2 3 -2 -4
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leaf_value=-0.008262564754024886 0.013588098777804841 0.0095856531855604641 -0.015614275525327868 -0.0053916317118830742 -0.0060136384968785912
leaf_weight=0.001350814286991458 0.0016583089420950142 0.0017633728182685198 0.0010262192082814208 0.0012514825206738555 0.0010000627447871832
leaf_count=537 1108 454 396 467 159
internal_value=0 0.00158985 -0.00126658 0.00542504 -0.0108759
internal_weight=0 0.00669945 0.00493607 0.00290979 0.00202628
internal_count=3121 2584 2130 1575 555
is_linear=0
shrinkage=0.1


Tree=8383
num_leaves=5
num_cat=0
split_feature=157 0 16 0
split_gain=1.01056e-05 2.59151e-05 3.99938e-05 2.06342e-05
threshold=-1.0000000180025095e-35 -0.019414999999999998 -0.056919999999999991 -0.11756999999999999
decision_type=2 2 2 2
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leaf_value=-0.0093167506267312801 -0.0038627627120727589 0.011945136683328006 -0.016056763059818718 0.010883753686750429
leaf_weight=0.0010279509140565966 0.0019605248056477156 0.0017246123813611193 0.0014899093776520687 0.0018388731309207629
leaf_count=571 317 257 819 1157
internal_value=0 0.00130004 -0.00217086 0.00327441
internal_weight=0 0.00701392 0.00528931 0.0037994
internal_count=3121 2550 2293 1474
is_linear=0
shrinkage=0.1


Tree=8384
num_leaves=6
num_cat=0
split_feature=50 15 42 16 12
split_gain=3.90764e-05 3.07915e-05 2.94135e-05 6.16273e-05 3.75045e-05
threshold=0.079410000000000008 -0.10653 0.091295000000000015 -0.084119999999999986 0.051320000000000005
decision_type=2 2 2 2 2
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leaf_weight=0.0016068274285179849 0.0010306060963512645 0.0015077260107545665 0.0011973844023449344 0.0018364626198280906 0.001478896905425274
leaf_count=455 609 480 450 293 834
internal_value=0 4.08437e-05 -2.35183e-05 -9.18059e-05 5.76626e-05
internal_weight=0 0.0076273 0.00602047 0.00482309 0.00331536
internal_count=3121 2512 2057 1607 1127
is_linear=0
shrinkage=0.00196078


Tree=8385
num_leaves=7
num_cat=0
split_feature=50 484 133 52 4 16
split_gain=4.35725e-05 6.58122e-05 3.35704e-05 4.98168e-05 8.97443e-05 4.73884e-05
threshold=0.079410000000000008 0.073690000000000019 0.091410000000000005 0.070205000000000017 0.0052350000000000009 -0.094359999999999986
decision_type=2 2 2 2 2 2
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leaf_weight=0.0013682292736798729 0.0010817214906435569 0.0010152907962560544 0.0010583870492751899 0.0015451073431038487 0.001785007274831758 0.001385459737882387
leaf_count=681 609 340 421 569 305 196
internal_value=0 4.06751e-05 -2.57274e-05 3.03422e-05 -7.31826e-05 0.000107945
internal_weight=0 0.00815748 0.00714219 0.0060838 0.0045387 0.00317047
internal_count=3121 2512 2172 1751 1182 501
is_linear=0
shrinkage=0.00196078


Tree=8386
num_leaves=7
num_cat=0
split_feature=50 160 42 49 12 15
split_gain=2.88258e-05 3.09022e-05 2.77853e-05 4.18405e-05 2.41113e-05 0.000110777
threshold=0.079410000000000008 -0.081639999999999976 0.090310000000000015 -0.054984999999999992 0.084100000000000022 -0.095869999999999983
decision_type=2 2 2 2 2 2
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leaf_value=0.00034645773519085453 -0.00031513398924516402 -0.0004190529871913154 0.00021658456553721347 -0.00031385981889069542 -0.00017554852406649615 0.00054693577188269233
leaf_weight=0.0010524308946722304 0.0010287138326257926 0.0011246957398467613 0.001521173507729871 0.0010940255635018305 0.0015888637009044051 0.0012110717369575065
leaf_count=441 609 223 534 191 879 244
internal_value=0 3.46226e-05 -1.55599e-05 -8.59238e-05 1.02942e-05 0.000138392
internal_weight=0 0.00759226 0.00653983 0.00501866 0.00389396 0.0023051
internal_count=3121 2512 2071 1537 1314 435
is_linear=0
shrinkage=0.00196078


Tree=8387
num_leaves=6
num_cat=0
split_feature=43 43 16 52 15
split_gain=1.04406e-05 3.55915e-05 2.15182e-05 2.67699e-05 6.3159e-05
threshold=-0.09225499999999999 -0.067199999999999996 0.071345000000000006 -0.049749999999999996 -0.10469999999999999
decision_type=2 2 2 2 2
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leaf_weight=0.0018008036395290349 0.0010079145123468745 0.0010523881621769065 0.001189266168987335 0.0010258974670473045 0.001998566757749537
leaf_count=476 877 211 285 256 1016
internal_value=0 0.00185788 -0.0014372 0.00201531 -0.00276466
internal_weight=0 0.00627403 0.00526612 0.00407685 0.00302446
internal_count=3121 2645 1768 1483 1272
is_linear=0
shrinkage=0.1


Tree=8388
num_leaves=7
num_cat=0
split_feature=50 4 151 49 42 0
split_gain=3.66964e-05 2.88903e-05 2.84731e-05 3.96233e-05 5.53585e-05 4.01082e-05
threshold=0.079410000000000008 0.36766000000000004 -0.024429999999999997 -0.054319999999999993 0.084050000000000014 -0.10011499999999998
decision_type=2 2 2 2 2 2
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leaf_weight=0.0010791462600543934 0.001035946215446306 0.0010785837367792012 0.001054557745672125 0.0013148763907660736 0.0012831496555383366 0.0019316782415155823
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internal_value=0 4.27757e-05 -5.41451e-06 -6.17597e-05 1.79338e-05 0.000154208
internal_weight=0 0.00774199 0.00666341 0.00558426 0.0045297 0.00324655
internal_count=3121 2512 2209 1846 1691 928
is_linear=0
shrinkage=0.00196078


Tree=8389
num_leaves=7
num_cat=0
split_feature=13 16 43 48 160 4
split_gain=1.03381e-05 1.75987e-05 4.35856e-05 3.20048e-05 2.59723e-05 2.55338e-05
threshold=-0.23438999999999996 0.23311500000000004 -0.09225499999999999 0.086260000000000017 -1.0000000180025095e-35 -0.0029599999999999995
decision_type=2 2 2 2 2 2
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internal_weight=0 0.00704192 0.00591698 0.00470014 0.00327568 0.0021997
internal_count=3121 2952 2535 2139 1796 1146
is_linear=0
shrinkage=0.1


Tree=8390
num_leaves=6
num_cat=0
split_feature=50 15 43 2 4
split_gain=3.1335e-05 4.05466e-05 2.592e-05 4.14056e-05 4.63404e-05
threshold=0.079410000000000008 -0.10653 0.016310000000000002 0.086950000000000013 -0.064054999999999987
decision_type=2 2 2 2 2
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leaf_value=0.00031441788504664442 -0.00032856711309772085 0.00012336952712126563 0.00019799563622696168 -0.00056554780199012829 -5.0300605581654758e-05
leaf_weight=0.0015955712919927464 0.0010250156667951076 0.0018020118005325071 0.0013819851276528445 0.001124176539554737 0.0016651433036685994
leaf_count=455 609 723 295 402 637
internal_value=0 3.67403e-05 -3.7432e-05 -0.000108295 -0.00025796
internal_weight=0 0.00756889 0.00597332 0.00459133 0.00278932
internal_count=3121 2512 2057 1762 1039
is_linear=0
shrinkage=0.00196078


Tree=8391
num_leaves=7
num_cat=0
split_feature=4 151 47 12 0 15
split_gain=1.09435e-05 1.64039e-05 2.68951e-05 3.63627e-05 4.93198e-05 3.39657e-05
threshold=0.27287000000000006 -0.024429999999999997 0.09550500000000002 0.088305000000000008 -0.11437499999999999 0.088235000000000022
decision_type=2 2 2 2 2 2
left_child=1 -1 3 4 -3 -5
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leaf_weight=0.0010605609724406752 0.001266922073940367 0.0011411529250732288 0.0012105797625197581 0.0010731556223098498 0.0012714992720149719 0.0010439116187770912
leaf_count=451 352 186 211 579 806 536
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internal_weight=0 0.00680086 0.0057403 0.00452972 0.00241265 0.00211707
internal_count=3121 2769 2318 2107 992 1115
is_linear=0
shrinkage=0.1


Tree=8392
num_leaves=7
num_cat=0
split_feature=50 4 151 49 42 0
split_gain=2.46681e-05 3.44176e-05 3.37881e-05 3.4273e-05 4.3871e-05 4.41963e-05
threshold=0.079410000000000008 0.36766000000000004 -0.024429999999999997 -0.054319999999999993 0.084050000000000014 -0.10011499999999998
decision_type=2 2 2 2 2 2
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leaf_count=363 609 303 155 179 763 749
internal_value=0 3.49199e-05 -1.83211e-05 -8.03937e-05 -5.58199e-06 0.000118414
internal_weight=0 0.00762298 0.00655291 0.00548654 0.00444961 0.00316563
internal_count=3121 2512 2209 1846 1691 928
is_linear=0
shrinkage=0.00196078


Tree=8393
num_leaves=7
num_cat=0
split_feature=50 160 13 13 4 1
split_gain=2.69618e-05 3.04687e-05 3.02813e-05 5.40386e-05 6.86853e-05 3.86904e-05
threshold=0.079410000000000008 -0.081639999999999976 0.086705000000000018 -0.074044999999999986 0.0061450000000000003 0.077845000000000011
decision_type=2 2 2 2 2 2
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leaf_value=0.00033595083392839558 -0.00030602496784453369 -8.8385721443733382e-05 0.00023798742719552526 -0.00064085555212987108 -2.2189628916456217e-05 0.00042215271860604258
leaf_weight=0.0010838769470922016 0.0010337366604804528 0.0013014552737494983 0.0013930841399524873 0.001140187378562898 0.0017471743090106771 0.0010163944089296184
leaf_count=441 609 446 252 716 332 325
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internal_weight=0 0.00768217 0.0065983 0.00520521 0.00288736 0.00231785
internal_count=3121 2512 2071 1819 1048 771
is_linear=0
shrinkage=0.00196078


Tree=8394
num_leaves=6
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split_feature=0 1 50 47 49
split_gain=4.15284e-05 3.73159e-05 3.69292e-05 4.81441e-05 5.72816e-05
threshold=0.041630000000000007 0.077565000000000009 0.079410000000000008 1.0000000180025095e-35 -0.054319999999999993
decision_type=2 2 2 2 2
left_child=1 -1 3 4 -3
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leaf_value=-0.00033962019700336572 0.00027310375780501873 -0.00012220672518400275 -0.00034030028446170618 -0.0001694236482836349 0.00043817869681772701
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leaf_count=1554 252 200 386 232 497
internal_value=0 -7.02602e-05 6.71976e-07 7.0729e-05 0.000227047
internal_weight=0 0.00750892 0.00594373 0.00493066 0.00298663
internal_count=3121 2869 1315 929 697
is_linear=0
shrinkage=0.00196078


Tree=8395
num_leaves=6
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split_feature=0 1 4 47 0
split_gain=9.47386e-06 2.32136e-05 2.29088e-05 2.96576e-05 3.22326e-05
threshold=0.13134000000000004 0.077565000000000009 -0.04890499999999999 0.087235000000000021 -0.15202999999999997
decision_type=2 2 2 2 2
left_child=1 -1 -3 4 -4
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leaf_value=-0.011887741869792093 0.0089057978460992809 -0.010815213911796854 0.001963214234033932 -0.0045414420811786226 0.024943580068580169
leaf_weight=0.0016195945700363387 0.0010261419331100132 0.0011459873216869126 0.0013633913208017942 0.0018325687579910325 0.0011050574223319268
leaf_count=1575 84 545 162 264 491
internal_value=0 -0.00137679 0.0017485 0.00509605 0.0122509
internal_weight=0 0.0070666 0.005447 0.00430102 0.00246845
internal_count=3121 3037 1462 917 653
is_linear=0
shrinkage=0.1


Tree=8396
num_leaves=7
num_cat=0
split_feature=131 48 2 2 4 0
split_gain=2.87341e-05 2.76939e-05 4.80191e-05 5.37353e-05 3.7486e-05 5.44578e-05
threshold=0.084390000000000007 0.092475000000000016 0.11237500000000002 0.095195000000000016 0.053180000000000012 -0.084269999999999984
decision_type=2 2 2 2 2 2
left_child=1 2 3 4 5 -1
right_child=-2 -3 -4 -5 -6 -7
leaf_value=-0.00045719107398350028 -0.00031268050712161035 0.00025377558157848939 0.00035826424038508213 -0.00040839868909996587 0.0002744764199551528 0.00016699750951925901
leaf_weight=0.0010387614218695725 0.0010089362766534131 0.0017838219526165799 0.0010510190578200372 0.0015384896858231262 0.001439597271943616 0.001113376964004698
leaf_count=695 492 312 354 420 194 654
internal_value=0 3.85521e-05 -2.35584e-05 -0.000101782 2.95551e-05 -0.000134276
internal_weight=0 0.00796507 0.00618124 0.00513023 0.00359174 0.00215214
internal_count=3121 2629 2317 1963 1543 1349
is_linear=0
shrinkage=0.00196078


Tree=8397
num_leaves=7
num_cat=0
split_feature=484 52 1 15 15 43
split_gain=2.8333e-05 2.22687e-05 3.80602e-05 3.25766e-05 5.15907e-05 3.31342e-05
threshold=0.068975000000000009 -1.0000000180025095e-35 0.10312500000000001 -0.11713499999999999 -0.031204999999999997 -0.014584999999999999
decision_type=2 2 2 2 2 2
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right_child=-2 3 -4 4 5 -7
leaf_value=-0.00048212891040448088 0.00030399077203305399 -0.00028500286510848167 1.8119205767579845e-05 0.00044347632630040151 -0.00028741601658153999 0.00013057856148729322
leaf_weight=0.0010554530794084941 0.0010005603509379768 0.0010528747107433917 0.0013111068750119304 0.0012059777821024492 0.0012109302727053716 0.0018324427825151964
leaf_count=700 398 262 305 346 479 631
internal_value=0 -4.68289e-05 -0.000204985 2.37612e-05 0.000100265 -3.57377e-05
internal_weight=0 0.00766879 0.00236656 0.00530223 0.00424935 0.00304337
internal_count=3121 2723 1005 1718 1456 1110
is_linear=0
shrinkage=0.00196078


Tree=8398
num_leaves=7
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split_feature=50 15 15 3 49 42
split_gain=3.74758e-05 3.42685e-05 3.76444e-05 0.000105462 7.95903e-05 2.98383e-05
threshold=0.079410000000000008 -0.10653 -0.016799999999999995 0.10542000000000001 -0.026779999999999995 0.088200000000000014
decision_type=2 2 2 2 2 2
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right_child=-2 2 3 -5 -6 -7
leaf_value=0.00029069087634603179 -0.0003515359927810157 0.00017862067740887118 -0.00024252568572205919 0.00062972647783690258 -0.00055070439072736697 0.00017200714642879762
leaf_weight=0.0016555907216107505 0.0010679596776403772 0.0010410512064758497 0.0019289012202522689 0.0010299748827944759 0.0012858027213597167 0.0010209559113536926
leaf_count=455 609 249 836 77 511 384
internal_value=0 3.96278e-05 -2.62797e-05 8.9553e-05 -0.000224399 -9.90544e-05
internal_weight=0 0.00796228 0.00630669 0.00397983 0.00232685 0.00294986
internal_count=3121 2512 2057 1297 760 1220
is_linear=0
shrinkage=0.00196078


Tree=8399
num_leaves=6
num_cat=0
split_feature=157 0 52 42 3
split_gain=9.57101e-06 2.55616e-05 3.43916e-05 1.65225e-05 4.92683e-05
threshold=-1.0000000180025095e-35 -0.019414999999999998 -0.0027449999999999996 0.08623500000000002 0.048265000000000009
decision_type=2 2 2 2 2
left_child=-1 2 -2 4 -4
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leaf_value=-0.009057097866932878 -0.01437577327262665 0.011778594889665588 -0.01580316943707932 0.012553111302209909 0.012262730584197157
leaf_weight=0.0010349363681025235 0.0016152563385751569 0.0017368690133849583 0.0012345395490584161 0.0012346705454351153 0.0012677985161448006
leaf_count=571 667 257 769 694 163
internal_value=0 0.00123757 -0.00218311 0.00308696 -0.00158371
internal_weight=0 0.00708913 0.00535226 0.00373701 0.00250234
internal_count=3121 2550 2293 1626 932
is_linear=0
shrinkage=0.1


Tree=8400
num_leaves=7
num_cat=0
split_feature=50 15 16 0 0 4
split_gain=4.08589e-05 5.13734e-05 4.94371e-05 3.58743e-05 2.92742e-05 2.97939e-05
threshold=0.079410000000000008 -0.15026499999999995 -0.36241499999999999 -0.10607499999999999 -0.060129999999999996 -0.35136499999999998
decision_type=2 2 2 2 2 2
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right_child=-2 2 3 4 5 -7
leaf_value=0.00037744948245590685 -0.00044138504963840924 -0.00046473234942102172 0.00020012519269097296 -0.00037410280242063636 -0.0002096160592199159 0.00021573189580210276
leaf_weight=0.0010163710146185419 0.0010755471710447778 0.0011555959839749221 0.0018989015007625574 0.0012611717539503494 0.0013401103271150571 0.0012001511273458249
leaf_count=318 609 216 237 1354 188 199
internal_value=0 -3.3942e-05 -9.49296e-05 -1.99616e-05 -0.0001299 -8.65965e-06
internal_weight=0 0.0078723 0.00685593 0.00570033 0.00380143 0.00254026
internal_count=3121 2512 2194 1978 1741 387
is_linear=0
shrinkage=0.00196078


Tree=8401
num_leaves=7
num_cat=0
split_feature=50 484 43 43 2 2
split_gain=3.3836e-05 5.48907e-05 2.94138e-05 4.27899e-05 4.49653e-05 3.01359e-05
threshold=0.079410000000000008 0.065750000000000017 -0.15323999999999996 -0.00067499999999999993 0.10613000000000002 0.089885000000000007
decision_type=2 2 2 2 2 2
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right_child=-2 -3 3 4 -6 -7
leaf_value=0.00023964527107457162 -0.00033183454437337307 0.00046823930860946997 -0.00036678208030307502 -4.5680419779462875e-05 -0.0002311011013079361 0.00038535939406759414
leaf_weight=0.001331894120800212 0.0010749592175264061 0.0010007111220807306 0.0015112828702735278 0.001168583266030761 0.0016687018156399322 0.0013371754132550128
leaf_count=192 609 347 1164 280 304 225
internal_value=0 3.86259e-05 -2.26367e-05 -8.40767e-05 1.82713e-05 0.00018434
internal_weight=0 0.00801835 0.00701764 0.00568574 0.00417446 0.00250576
internal_count=3121 2512 2165 1973 809 505
is_linear=0
shrinkage=0.00196078


Tree=8402
num_leaves=7
num_cat=0
split_feature=457 15 16 16 160 43
split_gain=9.4344e-06 2.59077e-05 2.71567e-05 2.84682e-05 3.37125e-05 2.91757e-05
threshold=0.069910000000000014 0.088655000000000025 -0.45661999999999997 -0.056919999999999991 -0.013324999999999998 -0.072864999999999985
decision_type=2 2 2 2 2 2
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leaf_count=228 267 662 913 405 344 302
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internal_weight=0 0.00711007 0.00607672 0.00507057 0.00313621 0.00212163
internal_count=3121 2854 2192 1964 1051 646
is_linear=0
shrinkage=0.1


Tree=8403
num_leaves=8
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split_feature=3 15 2 16 15 4 4
split_gain=2.2867e-05 3.3088e-05 4.55723e-05 7.98501e-05 6.92874e-05 4.77081e-05 4.4649e-05
threshold=0.13524500000000003 -0.11713499999999999 0.092875000000000013 1.0000000180025095e-35 -0.092334999999999987 0.071150000000000005 -0.080924999999999983
decision_type=2 2 2 2 2 2 2
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right_child=-2 2 3 -5 5 -7 -8
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leaf_count=397 192 137 447 394 615 63 876
internal_value=0 -4.36843e-05 1.30098e-05 -0.000212425 0.000133436 -9.31143e-06 -0.000174317
internal_weight=0 0.00771127 0.00645383 0.00224717 0.00420666 0.00318257 0.00216146
internal_count=3121 2929 2532 841 1691 1554 1491
is_linear=0
shrinkage=0.00196078


Tree=8404
num_leaves=7
num_cat=0
split_feature=50 15 15 49 3 42
split_gain=3.08833e-05 3.20102e-05 3.09116e-05 7.37194e-05 6.40462e-05 1.78693e-05
threshold=0.079410000000000008 -0.10653 -0.016799999999999995 -0.026779999999999995 0.10299500000000002 0.086950000000000013
decision_type=2 2 2 2 2 2
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leaf_count=455 609 249 772 511 80 445
internal_value=0 3.60902e-05 -2.89309e-05 -0.000210667 7.84653e-05 -7.81601e-05
internal_weight=0 0.00769968 0.00608909 0.00226175 0.00382733 0.00277082
internal_count=3121 2512 2057 760 1297 1217
is_linear=0
shrinkage=0.00196078


Tree=8405
num_leaves=7
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split_feature=13 3 4 16 4 2
split_gain=1.03536e-05 1.80048e-05 3.3487e-05 4.88929e-05 2.9528e-05 6.84242e-06
threshold=-0.23438999999999996 0.11296500000000002 0.0061450000000000003 -0.094359999999999986 -0.076229999999999978 0.089525000000000007
decision_type=2 2 2 2 2 2
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internal_weight=0 0.00711535 0.00602798 0.00288678 0.0031412 0.00202725
internal_count=3121 2952 2852 718 2134 1023
is_linear=0
shrinkage=0.1


Tree=8406
num_leaves=7
num_cat=0
split_feature=50 3 3 2 16 3
split_gain=3.08239e-05 2.70078e-05 4.84575e-05 3.81734e-05 3.82863e-05 7.28143e-05
threshold=0.079410000000000008 -0.10519499999999998 -0.076669999999999988 0.11389000000000002 0.26676500000000009 0.090900000000000009
decision_type=2 2 2 2 2 2
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internal_value=0 3.3942e-05 -2.96344e-05 5.25523e-05 0.000144408 0.000267672
internal_weight=0 0.00761396 0.00587323 0.00484214 0.00378774 0.00272307
internal_count=3121 2512 2164 1013 712 603
is_linear=0
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Tree=8407
num_leaves=6
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split_feature=51 43 43 48 0
split_gain=1.09244e-05 1.75432e-05 3.62252e-05 2.99226e-05 5.40702e-05
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decision_type=2 2 2 2 2
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leaf_count=537 223 1370 221 219 551
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internal_weight=0 0.00678013 0.00569051 0.00428889 0.00280472
internal_count=3121 2584 2361 991 772
is_linear=0
shrinkage=0.1


Tree=8408
num_leaves=7
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split_feature=457 15 16 2 3 4
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decision_type=2 2 2 2 2 2
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internal_weight=0 0.00709803 0.00606766 0.00506127 0.00405325 0.00294685
internal_count=3121 2832 2170 1942 1643 1535
is_linear=0
shrinkage=0.1


Tree=8409
num_leaves=8
num_cat=0
split_feature=484 160 49 52 133 52 4
split_gain=3.62794e-05 7.77711e-05 5.63852e-05 4.42379e-05 3.56046e-05 0.000109609 5.93545e-05
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decision_type=2 2 2 2 2 2 2
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right_child=-2 2 3 4 -6 -7 -8
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leaf_count=613 394 173 589 321 340 479 212
internal_value=0 -5.41698e-05 1.97918e-05 -5.40102e-05 3.90484e-05 0.000132823 -0.000135874
internal_weight=0 0.00796795 0.0069542 0.00591985 0.00454877 0.00352014 0.00219585
internal_count=3121 2727 2114 1941 1352 1012 533
is_linear=0
shrinkage=0.00196078


Tree=8410
num_leaves=7
num_cat=0
split_feature=50 160 13 13 4 1
split_gain=4.53908e-05 3.01625e-05 3.22664e-05 4.75341e-05 5.2952e-05 3.35334e-05
threshold=0.079410000000000008 -0.081639999999999976 -0.074044999999999986 0.016935000000000002 0.018150000000000003 0.077845000000000011
decision_type=2 2 2 2 2 2
left_child=1 -1 5 4 -4 -3
right_child=-2 2 3 -5 -6 -7
leaf_value=0.00034974704323570584 -0.00039463164779181758 -2.5323195272119134e-05 -0.00059151762787617353 0.00015971082382355682 -3.2514247239240481e-05 0.00045038964991111704
leaf_weight=0.0010688626336971541 0.0010277574917937123 0.0013129505922487008 0.0011193641720416338 0.0016154488326619253 0.0015587010102128189 0.0010063772616790562
leaf_count=441 609 446 645 380 275 325
internal_value=0 4.41369e-05 -5.26024e-06 -0.000105927 -0.000266164 0.000181093
internal_weight=0 0.0076817 0.00661284 0.00429351 0.00267807 0.00231933
internal_count=3121 2512 2071 1300 920 771
is_linear=0
shrinkage=0.00196078


Tree=8411
num_leaves=7
num_cat=0
split_feature=131 13 15 52 15 2
split_gain=4.00353e-05 3.81863e-05 4.12706e-05 5.51125e-05 4.96778e-05 7.94371e-05
threshold=0.084390000000000007 -0.23438999999999996 -0.11713499999999999 -0.088204999999999992 0.084050000000000014 0.09678500000000001
decision_type=2 2 2 2 2 2
left_child=1 -1 -3 -4 5 -5
right_child=-2 2 3 4 -6 -7
leaf_value=0.00038783046729474129 -0.00037227111183231725 -0.00032171568533805609 -0.00031071716517321046 0.00053690664943766128 -0.00017821670991172872 -9.4529593124476795e-05
leaf_weight=0.0010619999609170682 0.0010124539496100303 0.0013317112619372976 0.0011978440652946551 0.0019609129252657247 0.0011929240168260117 0.0012570219595418796
leaf_count=138 492 358 513 545 810 265
internal_value=0 4.15694e-05 -1.14144e-05 6.22625e-05 0.000163551 0.000290249
internal_weight=0 0.00800241 0.00694041 0.0056087 0.00441086 0.00321793
internal_count=3121 2629 2491 2133 1620 810
is_linear=0
shrinkage=0.00196078


Tree=8412
num_leaves=7
num_cat=0
split_feature=50 15 42 0 0 16
split_gain=3.56815e-05 3.3042e-05 2.85693e-05 5.88678e-05 5.72065e-05 3.99558e-05
threshold=0.079410000000000008 -0.10653 0.091295000000000015 -0.019414999999999998 -0.10011499999999998 -0.087484999999999993
decision_type=2 2 2 2 2 2
left_child=1 -1 3 4 5 -3
right_child=-2 2 -4 -5 -6 -7
leaf_value=0.00028949499781921311 -0.00034844664034988719 -0.00032913033375190639 0.00024519838100063655 0.00023027928191784848 -0.00059700632904797991 0.00019962101356418987
leaf_weight=0.0016212420373070092 0.0010257393566650529 0.0010565741951330824 0.0011976006134943431 0.0014936571442505653 0.0011292146893957752 0.0011448012163798695
leaf_count=455 609 168 450 212 1074 153
internal_value=0 4.10275e-05 -2.58666e-05 -9.31574e-05 -0.000238208 -5.4159e-05
internal_weight=0 0.00764309 0.00602185 0.00482425 0.00333059 0.00220138
internal_count=3121 2512 2057 1607 1395 321
is_linear=0
shrinkage=0.00196078


Tree=8413
num_leaves=8
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split_feature=50 484 133 42 49 1 3
split_gain=3.69658e-05 3.10719e-05 2.84153e-05 3.8936e-05 4.354e-05 6.2643e-05 3.44824e-05
threshold=0.079410000000000008 0.041405000000000004 0.091410000000000005 0.090310000000000015 -0.0020949999999999996 0.10937500000000001 -0.013929999999999998
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 4 -1 6 -6
right_child=-2 -3 -4 -5 5 -7 -8
leaf_value=-0.00030141185855664886 -0.00035035139426760559 0.00036111084393888713 -0.00030699718859230772 0.00036449468949743965 -0.00036116031839458383 0.00048590919666779487 0.00015140443045788001
leaf_weight=0.0015708627459093865 0.0010685504082302783 0.001000717398190085 0.0010416190841678928 0.0011692585440877049 0.0010013824203213006 0.001059351428933139 0.001017196723537131
leaf_count=348 609 380 415 356 741 143 129
internal_value=0 3.83448e-05 -8.7417e-06 4.46557e-05 -3.57898e-05 9.97739e-05 -0.00010287
internal_weight=0 0.00786039 0.00685967 0.00581805 0.00464879 0.00307793 0.00201858
internal_count=3121 2512 2132 1717 1361 1013 870
is_linear=0
shrinkage=0.00196078


Tree=8414
num_leaves=8
num_cat=0
split_feature=50 484 133 0 42 16 15
split_gain=3.2269e-05 2.97765e-05 2.77889e-05 4.7042e-05 4.80883e-05 4.42388e-05 5.91134e-05
threshold=0.079410000000000008 0.015535000000000002 0.091410000000000005 -0.019414999999999998 0.087995000000000004 -0.27167499999999994 -0.074054999999999996
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 4 5 -1 -7
right_child=-2 -3 -4 -5 -6 6 -8
leaf_value=-0.0004975336427399822 -0.00033085864010938483 0.00034974671178209481 -0.00030762868869309344 0.00039096734173112889 0.00028598664632159266 0.00028695266407965063 -0.00033542773882770118
leaf_weight=0.0010714639290707326 0.0010570532209466946 0.0010021500081078046 0.0010380719387723383 0.0011757460424880652 0.0012205616387491267 0.0012024455201979538 0.0011458148389081656
leaf_count=179 609 393 415 218 414 332 561
internal_value=0 3.40516e-05 -1.21067e-05 4.06394e-05 -4.81259e-05 -0.000167377 -1.67329e-05
internal_weight=0 0.00785625 0.0068541 0.00581603 0.00464029 0.00341972 0.00234826
internal_count=3121 2512 2119 1704 1486 1072 893
is_linear=0
shrinkage=0.00196078


Tree=8415
num_leaves=8
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split_feature=50 15 4 48 3 1 52
split_gain=3.01785e-05 2.94602e-05 5.56656e-05 4.11577e-05 4.57084e-05 4.40118e-05 3.56333e-05
threshold=0.079410000000000008 -0.14809499999999998 0.23246000000000003 0.082620000000000013 -0.059315 0.080000000000000016 0.029970000000000007
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 4 6 -6 -3
right_child=-2 2 -4 -5 5 -7 -8
leaf_value=0.00035130938753468995 -0.00031148967612153801 -0.00051154483251982658 -0.00043163660809750383 0.00033337369043884963 0.0004459062258231289 -0.00010284634811724235 9.9040103545600154e-06
leaf_weight=0.0010125593412044793 0.00107261400917985 0.0010009152007251249 0.0010119987903733588 0.0016101534989492287 0.0010686218224720619 0.00118508433985344 0.0010145332831078392
leaf_count=330 609 719 167 358 107 147 684
internal_value=0 3.90122e-05 -6.87452e-06 6.62393e-05 -3.4513e-05 0.000157351 -0.000249059
internal_weight=0 0.00790387 0.00689131 0.00587931 0.00426915 0.00225371 0.00201545
internal_count=3121 2512 2182 2015 1657 254 1403
is_linear=0
shrinkage=0.00196078


Tree=8416
num_leaves=8
num_cat=0
split_feature=484 160 42 151 12 16 1
split_gain=3.74716e-05 7.63945e-05 3.98525e-05 4.40902e-05 7.99242e-05 6.25106e-05 5.61814e-05
threshold=0.073690000000000019 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.0083949999999999979 0.092355000000000007 -0.056919999999999991 0.094385000000000011
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -3 -4 5 6 -5
right_child=-2 2 3 4 -6 -7 -8
leaf_value=-0.00055274828803423474 0.0003448335567064437 -0.00028333218557331731 -0.00026124287508109669 0.00023808099894985678 -0.00024364400202058308 -3.0444896003233782e-05 0.00087296446230832275
leaf_weight=0.0010185858945635836 0.0010380042829315943 0.0013283723730817343 0.0010835714683082144 0.0011423135046985582 0.001248891418374544 0.00114954099716003 0.0010094002834616733
leaf_count=613 394 713 297 264 405 256 179
internal_value=0 -5.12007e-05 2.2178e-05 9.42141e-05 0.000178863 0.0003387 0.000535914
internal_weight=0 0.00798068 0.00696209 0.00563372 0.00455015 0.00330125 0.00215171
internal_count=3121 2727 2114 1401 1104 699 443
is_linear=0
shrinkage=0.00196078


Tree=8417
num_leaves=6
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split_feature=50 15 16 0 0
split_gain=1.91598e-05 2.79784e-05 3.25399e-05 5.76912e-05 4.94328e-05
threshold=1.0000000180025095e-35 -0.10653 -0.013324999999999998 -0.10224499999999999 -0.053834999999999994
decision_type=2 2 2 2 2
left_child=1 -1 3 -3 -4
right_child=-2 2 4 -5 -6
leaf_value=0.013713616498894044 -0.013055031336599542 -0.02308680879917362 0.022538455692197978 0.0064729906401137672 -0.0040437572430725927
leaf_weight=0.0015224567984713873 0.0010066967440296231 0.0014489400989763973 0.001093339152207913 0.0012129677083782071 0.0019424448057411602
leaf_count=454 627 227 668 848 297
internal_value=0 0.00167114 -0.00154667 -0.00961712 0.00552984
internal_weight=0 0.00722015 0.00569769 0.00266191 0.00303578
internal_count=3121 2494 2040 1075 965
is_linear=0
shrinkage=0.1


Tree=8418
num_leaves=7
num_cat=0
split_feature=50 4 151 43 16 0
split_gain=1.5548e-05 2.61826e-05 2.80104e-05 3.35548e-05 4.35254e-05 8.45647e-05
threshold=1.0000000180025095e-35 0.36766000000000004 -0.016164999999999995 0.016310000000000002 -0.084119999999999986 -0.053834999999999994
decision_type=2 2 2 2 2 2
left_child=1 2 -1 4 -4 -6
right_child=-2 -3 3 -5 5 -7
leaf_value=0.014125348212284059 -0.011769667556078778 0.016420380759992793 -0.024571532914506186 0.0097229637951963908 0.0155554968916761 -0.020291973173371499
leaf_weight=0.0010302031359592217 0.0010050661714256278 0.001011911713108272 0.0011898703189044029 0.0013340333245810553 0.001380501150652527 0.0012575123664004162
leaf_count=366 627 303 432 303 831 259
internal_value=0 0.00150732 -0.000929767 -0.00393443 -0.00869409 -0.0015326
internal_weight=0 0.00720403 0.00619212 0.00516192 0.00382788 0.00263801
internal_count=3121 2494 2191 1825 1522 1090
is_linear=0
shrinkage=0.1


Tree=8419
num_leaves=7
num_cat=0
split_feature=131 16 12 151 2 12
split_gain=2.85663e-05 3.81999e-05 5.35429e-05 4.68639e-05 5.58486e-05 2.78656e-05
threshold=0.084390000000000007 0.0065250000000000004 0.090020000000000017 -0.0083949999999999979 0.088475000000000012 0.09141500000000001
decision_type=2 2 2 2 2 2
left_child=1 2 3 -1 -5 -3
right_child=-2 5 -4 4 -6 -7
leaf_value=-0.00030908663205176225 -0.00031746997046275851 4.9643757356564553e-05 -0.00044035317367544701 -0.00018767269769601452 0.00037218644222675304 0.00044938177068723527
leaf_weight=0.0010805610313551119 0.0010058168233740795 0.0015676392859191974 0.0011429514614491191 0.0010781068031576919 0.0018789181596503123 0.0011715109966097023
leaf_count=331 492 358 637 650 364 289
internal_value=0 3.33304e-05 -6.56906e-05 4.03681e-05 0.000168066 0.000220608
internal_weight=0 0.00791969 0.00518054 0.00403759 0.00295702 0.00273915
internal_count=3121 2629 1982 1345 1014 647
is_linear=0
shrinkage=0.00196078


Tree=8420
num_leaves=8
num_cat=0
split_feature=131 15 48 52 133 16 16
split_gain=2.23425e-05 3.21089e-05 3.19899e-05 5.54138e-05 3.18136e-05 0.000122052 2.59793e-05
threshold=0.084390000000000007 -0.11713499999999999 0.092475000000000016 -0.088204999999999992 1.0000000180025095e-35 -0.0092699999999999987 -0.095564999999999983
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 -3 5 6 -5
right_child=-2 2 -4 4 -6 -7 -8
leaf_value=-0.00022877654103305007 -0.00028594768851968332 -0.00038084701558451206 0.00039777915905985769 0.00015532776995699483 -0.00016976822234424587 0.00074407254569121848 -0.00028532229495675668
leaf_weight=0.0015438616071040473 0.0010027671964513143 0.0010422119788442976 0.0010578804690426517 0.0010475970166245289 0.0010630747926159956 0.0011166557389319554 0.0010106607869709372
leaf_count=405 492 476 189 198 667 170 524
internal_value=0 2.47951e-05 8.65614e-05 2.42093e-05 0.000123821 0.000222126 -6.10434e-05
internal_weight=0 0.00788194 0.00633808 0.0052802 0.00423799 0.00317491 0.00205826
internal_count=3121 2629 2224 2035 1559 892 722
is_linear=0
shrinkage=0.00196078


Tree=8421
num_leaves=7
num_cat=0
split_feature=50 160 13 13 4 13
split_gain=1.25863e-05 2.21934e-05 2.77461e-05 5.5376e-05 5.94841e-05 1.56096e-05
threshold=1.0000000180025095e-35 -0.081639999999999976 -0.074044999999999986 0.016935000000000002 0.018150000000000003 -0.16152999999999998
decision_type=2 2 2 2 2 2
left_child=1 -1 5 4 -4 -3
right_child=-2 2 3 -5 -6 -7
leaf_value=0.015153500217600821 -0.010590336568477396 -0.00026360741661486312 -0.033533661753171636 0.0091947412985479236 -0.0021245312561468514 0.016635577246159741
leaf_weight=0.0010020999975829245 0.0010069875535011711 0.0010939683370163216 0.0010218908957307146 0.0015243577859633279 0.0014707923185705496 0.0010923839320109987
leaf_count=439 627 143 640 376 271 625
internal_value=0 0.00134522 -0.000885379 -0.00581931 -0.0150009 0.00817986
internal_weight=0 0.00720549 0.00620339 0.00401704 0.00249268 0.00218635
internal_count=3121 2494 2055 1287 911 768
is_linear=0
shrinkage=0.1


Tree=8422
num_leaves=8
num_cat=0
split_feature=50 484 133 42 0 16 15
split_gain=3.13576e-05 3.87543e-05 3.34349e-05 4.4578e-05 3.83772e-05 5.40759e-05 0.000104277
threshold=0.079410000000000008 0.065750000000000017 0.091410000000000005 0.090310000000000015 -0.019414999999999998 -0.27167499999999994 -0.074054999999999996
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 4 5 -1 -7
right_child=-2 -3 -4 -5 -6 6 -8
leaf_value=-0.0004785283779222595 -0.00032062534535702938 0.000395490525124039 -0.00032799876046461931 0.0003708227917994534 0.00029207386738951357 0.00040096897120665115 -0.00037322443080984436
leaf_weight=0.0012021140385915607 0.0010858025803173977 0.001001072926348036 0.0011176507168365202 0.0012524113810205443 0.0010339831607650103 0.0013667793541409443 0.0013099480866235118
leaf_count=194 609 347 419 363 196 358 635
internal_value=0 3.37562e-05 -1.59662e-05 4.05999e-05 -4.35828e-05 -0.000133059 2.2091e-05
internal_weight=0 0.00828396 0.00728289 0.00616524 0.00491282 0.00387884 0.00267673
internal_count=3121 2512 2165 1746 1383 1187 993
is_linear=0
shrinkage=0.00196078


Tree=8423
num_leaves=7
num_cat=0
split_feature=131 48 2 2 43 16
split_gain=2.1635e-05 3.07551e-05 4.54336e-05 3.88748e-05 3.33813e-05 5.33829e-05
threshold=0.084390000000000007 0.092475000000000016 0.11237500000000002 0.095195000000000016 -0.0037449999999999996 -0.088159999999999988
decision_type=2 2 2 2 2 2
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right_child=-2 -3 -4 -5 5 -7
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leaf_weight=0.0015094923653928461 0.001010903260160268 0.0017733102935350385 0.0010293726954714354 0.0015464393351911298 0.0010555585726506477 0.0010261958963688552
leaf_count=995 492 312 354 420 228 320
internal_value=0 2.63063e-05 -3.91304e-05 -0.000114463 -2.53858e-06 0.000158437
internal_weight=0 0.00794037 0.00616706 0.00513769 0.00359125 0.00208175
internal_count=3121 2629 2317 1963 1543 548
is_linear=0
shrinkage=0.00196078


Tree=8424
num_leaves=6
num_cat=0
split_feature=51 49 42 16 0
split_gain=1.3065e-05 1.93243e-05 4.89025e-05 2.54124e-05 5.97437e-05
threshold=-0.076794999999999988 -0.043469999999999995 0.088915000000000008 -0.27167499999999994 -0.083914999999999976
decision_type=2 2 2 2 2
left_child=-1 -2 3 -3 -5
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leaf_weight=0.0013807212589713944 0.0015625953146495798 0.0010207362768635819 0.00110015165801222 0.0012993113024928641 0.0018642481813270478
leaf_count=537 358 204 674 663 685
internal_value=0 0.00167127 -0.00121757 0.00371508 0.00814179
internal_weight=0 0.00684704 0.00528445 0.0041843 0.00316356
internal_count=3121 2584 2226 1552 1348
is_linear=0
shrinkage=0.1


Tree=8425
num_leaves=7
num_cat=0
split_feature=50 16 160 52 52 0
split_gain=2.46345e-05 2.67675e-05 5.44498e-05 5.22968e-05 5.19785e-05 4.12416e-05
threshold=0.079410000000000008 -0.014034999999999997 -0.054789999999999998 0.0046550000000000003 0.091275000000000009 -0.11756999999999999
decision_type=2 2 2 2 2 2
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right_child=-2 2 4 -5 -6 -7
leaf_value=-0.00012804703506991071 -0.00029191355546162378 0.00053402973661555164 -0.00022373773718973542 -0.00045888422204276688 0.00034017303276258972 0.00033594408087199559
leaf_weight=0.0019661750364405707 0.0010661718653929989 0.0010166157355732163 0.0015866634085825696 0.001054301493263121 0.0010405897529910456 0.001177633109260689
leaf_count=232 609 372 672 808 58 370
internal_value=0 2.57513e-05 0.000148712 -8.0976e-05 -3.86681e-07 4.57585e-05
internal_weight=0 0.00784198 0.00364387 0.00419811 0.00262725 0.00314381
internal_count=3121 2512 1102 1410 730 602
is_linear=0
shrinkage=0.00196078


Tree=8426
num_leaves=6
num_cat=0
split_feature=157 0 16 1 0
split_gain=1.26891e-05 2.97086e-05 4.08584e-05 2.49335e-05 5.21318e-05
threshold=-1.0000000180025095e-35 -0.019414999999999998 -0.056919999999999991 0.08844500000000001 -0.15090499999999998
decision_type=2 2 2 2 2
left_child=-1 2 3 -2 -5
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leaf_value=-0.010442937840404761 -0.0094945690754065868 0.012612563901266256 -0.0162269535885603 -0.0051012992192126464 0.022308988015446063
leaf_weight=0.001039247186201432 0.0011174325481776034 0.0017732310418292156 0.0015165867107943907 0.0014305024302045304 0.0013474424014747841
leaf_count=571 920 257 819 142 412
internal_value=0 0.00137902 -0.00230165 0.00311988 0.00819406
internal_weight=0 0.0071852 0.00541196 0.00389538 0.00277794
internal_count=3121 2550 2293 1474 554
is_linear=0
shrinkage=0.1


Tree=8427
num_leaves=7
num_cat=0
split_feature=50 4 151 43 16 0
split_gain=1.36825e-05 2.29162e-05 2.56068e-05 2.77125e-05 3.9083e-05 7.07107e-05
threshold=1.0000000180025095e-35 0.36766000000000004 -0.016164999999999995 0.016310000000000002 -0.084119999999999986 -0.053834999999999994
decision_type=2 2 2 2 2 2
left_child=1 2 -1 4 -4 -6
right_child=-2 -3 3 -5 5 -7
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leaf_weight=0.0010286987672823225 0.0010007182764176122 0.0010124657642959136 0.0011889535245909566 0.0013414876248403025 0.001382318294696036 0.0012545692135824602
leaf_count=366 627 303 432 303 831 259
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internal_weight=0 0.00720849 0.00619603 0.00516733 0.00382584 0.00263689
internal_count=3121 2494 2191 1825 1522 1090
is_linear=0
shrinkage=0.1


Tree=8428
num_leaves=6
num_cat=0
split_feature=157 0 16 51 16
split_gain=1.16804e-05 2.60773e-05 3.6272e-05 2.40878e-05 2.13375e-05
threshold=-1.0000000180025095e-35 -0.019414999999999998 -0.056919999999999991 0.081440000000000026 -0.48836499999999994
decision_type=2 2 2 2 2
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leaf_value=-0.010032537926094515 0.0083043357807130076 0.011873224067072264 -0.015287710781645675 0.015880542450586795 -0.0092813542565794629
leaf_weight=0.0010332681232901814 0.0011981471482014532 0.0017696565741526938 0.0015065546145957105 0.001055888869096867 0.0016267221684271355
leaf_count=571 234 257 819 311 929
internal_value=0 0.00134128 -0.00211832 0.00299419 -0.00182252
internal_weight=0 0.00715697 0.00538731 0.00388076 0.00282487
internal_count=3121 2550 2293 1474 1163
is_linear=0
shrinkage=0.1


Tree=8429
num_leaves=7
num_cat=0
split_feature=1 42 151 16 52 4
split_gain=1.24582e-05 3.16386e-05 2.37918e-05 6.3361e-05 4.03831e-05 6.04107e-05
threshold=0.12408500000000001 0.092145000000000019 -0.0083949999999999979 -0.25582999999999995 -0.049749999999999996 -0.080924999999999983
decision_type=2 2 2 2 2 2
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right_child=-2 -3 3 4 5 -7
leaf_value=-0.011447519052347548 0.0093792401970932485 -0.018006453644458072 0.025598189830356013 0.012458373826041483 0.0047853331722257806 -0.026983679550357676
leaf_weight=0.0012090272189844752 0.0011888512382861082 0.001016138532283095 0.0010770048255698559 0.0012709513355329944 0.0013255283679593629 0.0010913868255821957
leaf_count=455 289 561 161 509 517 629
internal_value=0 -0.00169392 0.00108078 0.00425968 -0.00197202 -0.00956034
internal_weight=0 0.00699004 0.0059739 0.00476487 0.00368787 0.00241692
internal_count=3121 2832 2271 1816 1655 1146
is_linear=0
shrinkage=0.1


Tree=8430
num_leaves=7
num_cat=0
split_feature=131 15 48 52 13 0
split_gain=2.50301e-05 3.86722e-05 4.58009e-05 4.4284e-05 3.87719e-05 1.92278e-05
threshold=0.078765000000000016 -0.11713499999999999 0.092475000000000016 -0.088204999999999992 -0.014169999999999999 -0.10607499999999999
decision_type=2 2 2 2 2 2
left_child=1 -1 3 -3 -5 -6
right_child=-2 2 -4 4 5 -7
leaf_value=-0.00024811183258933441 -0.00028986692092777214 -0.00033888977563582861 0.00047037946700622546 -0.00012469260367252923 0.00047040303418922322 0.00012631630627943892
leaf_weight=0.0015103303116481776 0.0010405911094224897 0.0010297018907694253 0.0010723758407496439 0.0016108102332434652 0.0010311252174830599 0.0015828785054668711
leaf_count=400 516 469 189 948 127 472
internal_value=0 3.37963e-05 0.000101092 2.57257e-05 0.000114592 0.000262045
internal_weight=0 0.00783722 0.00632689 0.00525452 0.00422481 0.002614
internal_count=3121 2605 2205 2016 1547 599
is_linear=0
shrinkage=0.00196078


Tree=8431
num_leaves=7
num_cat=0
split_feature=15 43 16 3 0 13
split_gain=1.24066e-05 2.34004e-05 2.96638e-05 3.3274e-05 2.64571e-05 3.89749e-05
threshold=-0.11713499999999999 -0.17390999999999998 0.22339500000000004 0.090900000000000009 -0.10224499999999999 -0.019614999999999997
decision_type=2 2 2 2 2 2
left_child=-1 -2 3 4 -3 -6
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leaf_value=-0.0082841944289193444 0.014377652859140803 -0.016282290097430045 -0.015933754742856677 0.015839682721308198 -0.01036127187094364 0.017268074535616029
leaf_weight=0.0015036635262744786 0.0012061232682200876 0.001017708111641116 0.0010710552581168938 0.0013290661186598132 0.0010210754500128353 0.0010211526090532375
leaf_count=484 184 221 385 182 1069 596
internal_value=0 0.00177168 -0.00101297 0.00262817 -0.00311017 0.00345392
internal_weight=0 0.00666618 0.00546006 0.004389 0.00305994 0.00204223
internal_count=3121 2637 2453 2068 1886 1665
is_linear=0
shrinkage=0.1


Tree=8432
num_leaves=8
num_cat=0
split_feature=484 160 49 133 52 4 0
split_gain=3.17425e-05 5.55158e-05 4.53278e-05 3.44519e-05 0.0001153 9.74815e-05 3.02524e-05
threshold=0.073690000000000019 -1.0000000180025095e-35 -0.081404999999999991 0.091410000000000005 0.077655000000000016 0.053180000000000012 -0.11756999999999999
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 -4 -7
right_child=-2 2 3 -5 -6 6 -8
leaf_value=-0.00047105340577020192 0.0003149405788290693 0.00038949389525190368 -0.0005787592347192257 -0.00037462439272645021 0.00050607899159014797 -0.00016074000119962903 0.00029501279562612156
leaf_weight=0.0010343303253512095 0.0010541352762532428 0.0010583311103003262 0.0013644237982045307 0.0010425870160132881 0.0013515734423705985 0.0010373392222050165 0.0012168125682024563
leaf_count=613 394 173 680 427 481 135 218
internal_value=0 -4.67622e-05 1.53016e-05 -5.05619e-05 1.74167e-05 -0.000165104 8.52797e-05
internal_weight=0 0.0081054 0.00707107 0.00601274 0.00497015 0.00361858 0.00225415
internal_count=3121 2727 2114 1941 1514 1033 353
is_linear=0
shrinkage=0.00196078


Tree=8433
num_leaves=6
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split_feature=16 1 13 43 3
split_gain=1.10624e-05 3.20569e-05 2.74823e-05 2.23637e-05 2.22322e-05
threshold=0.38525000000000004 0.077565000000000009 -0.0025349999999999995 -1.0000000180025095e-35 0.097915000000000016
decision_type=2 2 2 2 2
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right_child=-2 2 4 -5 -6
leaf_value=-0.021701138714421489 0.0089238059343557732 0.013035427590233168 0.0043510952241820255 -0.0016928793199112995 -0.013136803957109514
leaf_weight=0.0010911767408782014 0.0011705293249462236 0.0017475599404784348 0.0017971332646138762 0.0011446233028788596 0.0012207642618590059
leaf_count=1154 311 829 343 357 127
internal_value=0 -0.00157896 0.0030559 -0.0114579 -0.0027229
internal_weight=0 0.00700126 0.00476546 0.0022358 0.0030179
internal_count=3121 2810 1299 1511 470
is_linear=0
shrinkage=0.1


Tree=8434
num_leaves=6
num_cat=0
split_feature=16 43 0 4 2
split_gain=2.52227e-05 5.51425e-05 3.94005e-05 2.49652e-05 3.62003e-05
threshold=0.19444000000000003 -0.09225499999999999 -0.076899999999999982 0.23246000000000003 0.089775000000000008
decision_type=2 2 2 2 2
left_child=1 -1 3 4 -3
right_child=-2 2 -4 -5 -6
leaf_value=-0.00041348010463498978 0.00019296604738238847 -0.00018493444089550206 0.00033266501594158762 -0.00026810210697450861 0.00025110892837044329
leaf_weight=0.0013609179262443552 0.0019508386225255362 0.0013953963449417554 0.0012546226356026334 0.0014861395163932594 0.0015397063409773367
leaf_count=391 457 1048 553 242 430
internal_value=0 -5.90047e-05 2.59888e-05 -6.10371e-05 4.38067e-05
internal_weight=0 0.00703678 0.00567586 0.00442124 0.0029351
internal_count=3121 2664 2273 1720 1478
is_linear=0
shrinkage=0.00196078


Tree=8435
num_leaves=7
num_cat=0
split_feature=484 160 42 151 12 16
split_gain=3.37589e-05 6.97695e-05 4.86409e-05 4.62724e-05 7.25312e-05 7.04178e-05
threshold=0.073690000000000019 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.0083949999999999979 0.095330000000000012 -0.072359999999999994
decision_type=2 2 2 2 2 2
left_child=1 -1 -3 -4 5 -5
right_child=-2 2 3 4 -6 -7
leaf_value=-0.00052180130892267847 0.0003251243793042236 -0.00031264572363779889 -0.0002618550199807212 0.00057481341314500212 -0.00023661452233139955 1.7841659555268745e-05
leaf_weight=0.0010355226062202594 0.0010641577793174808 0.0013488351747134326 0.0010973688472070168 0.0019515420352808847 0.0011753821559889297 0.001578715959034561
leaf_count=613 394 713 297 472 285 347
internal_value=0 -4.61161e-05 2.27589e-05 0.000100719 0.000185273 0.000325738
internal_weight=0 0.00818737 0.00715184 0.00580301 0.00470564 0.00353026
internal_count=3121 2727 2114 1401 1104 819
is_linear=0
shrinkage=0.00196078


Tree=8436
num_leaves=7
num_cat=0
split_feature=50 16 160 52 52 0
split_gain=2.30014e-05 2.466e-05 5.52412e-05 4.29744e-05 3.50947e-05 3.66989e-05
threshold=0.079410000000000008 -0.014034999999999997 -0.054789999999999998 0.091275000000000009 0.0046550000000000003 -0.11756999999999999
decision_type=2 2 2 2 2 2
left_child=1 4 -3 -4 5 -1
right_child=-2 2 3 -5 -6 -7
leaf_value=-0.0001348846261873495 -0.00028068875130244009 0.00053169198283148247 -0.00020584063782830449 0.00030645112067713008 -0.00038717285298927971 0.0003047949329662752
leaf_weight=0.0019527339125113262 0.0010450858354996853 0.0010284652473524299 0.0015984531840412563 0.0010386194377748027 0.0010354769287442027 0.0011654724856401866
leaf_count=232 609 372 672 58 808 370
internal_value=0 2.90328e-05 0.00014625 -4.0729e-06 -7.44092e-05 2.94517e-05
internal_weight=0 0.00781922 0.00366554 0.00263707 0.00415368 0.00311821
internal_count=3121 2512 1102 730 1410 602
is_linear=0
shrinkage=0.00196078


Tree=8437
num_leaves=6
num_cat=0
split_feature=15 48 49 0 43
split_gain=1.07102e-05 1.91168e-05 2.68034e-05 5.90022e-05 3.30696e-05
threshold=-0.11713499999999999 0.092475000000000016 -0.058769999999999996 -0.10011499999999998 -0.074359999999999996
decision_type=2 2 2 2 2
left_child=-1 2 -2 -4 -5
right_child=1 -3 3 4 -6
leaf_value=-0.0076749838073678816 -0.015417892258384023 0.013980809668988193 0.019146819993511626 0.005836432069557574 -0.014671937907886441
leaf_weight=0.0015130593212752067 0.0010116398243066663 0.0010571532005295824 0.0014641560030087828 0.0014695747509468414 0.001690983195262945
leaf_count=484 268 224 248 745 1152
internal_value=0 0.00164092 -0.000673547 0.00255173 -0.0051361
internal_weight=0 0.00669351 0.00563635 0.00462471 0.00316056
internal_count=3121 2637 2413 2145 1897
is_linear=0
shrinkage=0.1


Tree=8438
num_leaves=6
num_cat=0
split_feature=157 42 0 3 0
split_gain=1.04693e-05 2.91377e-05 3.43319e-05 4.20818e-05 3.00149e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.060129999999999996 -0.078934999999999991 -0.23001499999999997
decision_type=2 2 2 2 2
left_child=-1 -2 3 -3 -5
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leaf_value=-0.009477539325562603 -0.012064922627522442 -0.017382067978092396 0.015950557770822233 -0.0081149353030850208 0.012966200270349216
leaf_weight=0.0010334778002270579 0.0013302612594339189 0.0011049080833097614 0.0017717562357926261 0.0010460426854432686 0.0019059941024973603
leaf_count=571 795 673 341 92 649
internal_value=0 0.00128934 0.00433713 -0.000734704 0.00549618
internal_weight=0 0.00715896 0.0058287 0.00405694 0.00295204
internal_count=3121 2550 1755 1414 741
is_linear=0
shrinkage=0.1


Tree=8439
num_leaves=7
num_cat=0
split_feature=484 160 49 4 52 15
split_gain=2.82165e-05 6.31293e-05 5.99109e-05 4.51153e-05 6.69293e-05 7.39498e-05
threshold=0.073690000000000019 -1.0000000180025095e-35 -0.081404999999999991 0.24564500000000003 0.024145000000000003 -0.016799999999999995
decision_type=2 2 2 2 2 2
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right_child=-2 2 3 -5 -6 -7
leaf_value=-0.00049149855895950752 0.00029971234061901264 0.00045796379051419521 -0.00066665366390773664 0.00025644797928050779 0.00014729753767308206 -2.4392167691233935e-05
leaf_weight=0.0010304874613891266 0.0010772602324147828 0.0010592632616909401 0.001336278799222755 0.0014308332045132165 0.001841488826600189 0.0014234508691258756
leaf_count=613 394 173 443 286 648 564
internal_value=0 -3.80155e-05 2.78833e-05 -4.76414e-05 -0.000142204 -0.000335379
internal_weight=0 0.0081218 0.00709131 0.00603205 0.00460122 0.00275973
internal_count=3121 2727 2114 1941 1655 1007
is_linear=0
shrinkage=0.00196078


Tree=8440
num_leaves=6
num_cat=0
split_feature=457 1 42 43 1
split_gain=1.02058e-05 2.37321e-05 2.32521e-05 3.20843e-05 5.66103e-05
threshold=0.069910000000000014 0.12408500000000001 0.088915000000000008 -0.077604999999999993 0.088485000000000022
decision_type=2 2 2 2 2
left_child=1 2 3 -1 -5
right_child=-2 -3 -4 4 -6
leaf_value=0.014022779232724117 0.0091571826548550762 0.011871345185298209 -0.015250683334484483 0.0076203040302324863 -0.01788364883477362
leaf_weight=0.001144499510843223 0.0010477099229139518 0.0011321564910282411 0.0013902698234797145 0.0017210196414370574 0.0017607254890202677
leaf_count=719 267 271 783 731 350
internal_value=0 -0.001411 -0.0039104 -0.000502446 -0.0052771
internal_weight=0 0.00714867 0.00601651 0.00462624 0.00348175
internal_count=3121 2854 2583 1800 1081
is_linear=0
shrinkage=0.1


Tree=8441
num_leaves=6
num_cat=0
split_feature=42 160 49 52 2
split_gain=9.49452e-06 2.62222e-05 2.7017e-05 4.37018e-05 3.61294e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.047584999999999995 0.077655000000000016 0.10005000000000001
decision_type=2 2 2 2 2
left_child=-1 -2 -3 4 -4
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leaf_value=-0.0075020800213113957 -0.010094047768245476 0.017358841535453806 -0.018557717231133572 0.014450640454506955 0.0055858942737118953
leaf_weight=0.0014156755730992928 0.0015135413192046993 0.0012986951618499561 0.0013318660635334106 0.0014634319088454133 0.0011593122464575573
leaf_count=862 828 257 528 316 330
internal_value=0 0.00150336 0.00484472 0.000735074 -0.00732208
internal_weight=0 0.00676685 0.00525331 0.00395461 0.00249118
internal_count=3121 2259 1431 1174 858
is_linear=0
shrinkage=0.1


Tree=8442
num_leaves=6
num_cat=0
split_feature=403 13 4 4 2
split_gain=1.034e-05 4.48237e-05 5.8032e-05 3.41166e-05 4.54849e-05
threshold=0.03138500000000001 0.11217000000000001 -0.064804999999999988 0.033845000000000007 0.11411
decision_type=2 2 2 2 2
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right_child=-2 -3 3 4 -6
leaf_value=-0.020865357694250103 0.0094117562518053529 0.016447875326544067 0.01349316061447212 0.0040911047893467571 -0.022361606455875371
leaf_weight=0.0016487173597157078 0.0010120572142744396 0.0011773486196529565 0.0014807558635042562 0.0018471175496303821 0.0010029806652897279
leaf_count=979 376 172 953 381 260
internal_value=0 -0.00138714 -0.00489876 0.00117958 -0.00521789
internal_weight=0 0.00715692 0.00597957 0.00433085 0.0028501
internal_count=3121 2745 2573 1594 641
is_linear=0
shrinkage=0.1


Tree=8443
num_leaves=6
num_cat=0
split_feature=4 12 0 151 16
split_gain=2.21096e-05 4.86508e-05 6.27804e-05 4.77721e-05 0.000106209
threshold=-0.46376499999999993 0.092355000000000007 -0.062294999999999996 -0.0083949999999999979 -0.083134999999999987
decision_type=2 2 2 2 2
left_child=-1 2 3 -2 -5
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leaf_value=-0.00027425762154173195 -0.00031573595819227529 -0.00026409211768385621 0.00049993916055424755 0.00043931959003859483 -0.00024143075898877295
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leaf_count=183 424 863 222 665 764
internal_value=0 3.22824e-05 0.000113546 1.10574e-05 0.000127726
internal_weight=0 0.00776631 0.00609509 0.00481733 0.00354995
internal_count=3121 2938 2075 1853 1429
is_linear=0
shrinkage=0.00196078


Tree=8444
num_leaves=8
num_cat=0
split_feature=484 1 2 48 15 52 0
split_gain=2.68155e-05 2.60885e-05 2.62345e-05 7.26576e-05 4.34045e-05 3.84915e-05 0.000113989
threshold=0.073690000000000019 0.12408500000000001 0.11389000000000002 0.091545000000000015 0.088235000000000022 0.096795000000000006 -0.10151999999999999
decision_type=2 2 2 2 2 2 2
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right_child=-2 -3 -4 -5 -6 -7 -8
leaf_value=-1.69736534984397e-05 0.00028860153518156599 0.00021152933539622014 -0.00036488146664506396 0.00042261839462903657 0.00018986260946466814 5.5308378214143482e-05 -0.00089185783923366555
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leaf_count=204 394 242 294 218 581 179 1009
internal_value=0 -4.89699e-05 -9.77212e-05 -4.09734e-05 -0.000150784 -0.000261205 -0.000400756
internal_weight=0 0.00789798 0.00665291 0.00548734 0.00443648 0.00335043 0.00232523
internal_count=3121 2727 2485 2191 1973 1392 1213
is_linear=0
shrinkage=0.00196078


Tree=8445
num_leaves=7
num_cat=0
split_feature=484 12 42 3 0 15
split_gain=2.62762e-05 2.84291e-05 4.46346e-05 4.94872e-05 5.98543e-05 4.59411e-05
threshold=0.073690000000000019 0.10388500000000002 0.091295000000000015 -0.078934999999999991 -0.10224499999999999 -0.095869999999999983
decision_type=2 2 2 2 2 2
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right_child=-2 -3 -4 4 -6 -7
leaf_value=-0.00038238728416745344 0.00029319157492368759 -0.00034007086794452651 0.00032713142324271164 -0.00041862648109908284 0.00034017898835841633 0.0001224944903532643
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leaf_count=1191 394 322 528 159 368 159
internal_value=0 -4.29392e-05 4.10374e-06 -7.45904e-05 3.92837e-05 -0.000153729
internal_weight=0 0.0078195 0.0067507 0.00542829 0.00396236 0.00241392
internal_count=3121 2727 2405 1877 686 318
is_linear=0
shrinkage=0.00196078


Tree=8446
num_leaves=7
num_cat=0
split_feature=4 150 13 0 43 42
split_gain=1.11753e-05 1.87997e-05 3.45426e-05 2.60146e-05 3.63424e-05 2.67692e-05
threshold=0.27044500000000005 0.086615000000000011 -0.13710499999999998 -0.10011499999999998 -0.0030899999999999994 0.084635000000000016
decision_type=2 2 2 2 2 2
left_child=1 2 -1 -4 5 -5
right_child=-2 -3 3 4 -6 -7
leaf_value=-0.015945403129618015 0.0083121878753449167 -0.014124356821349535 0.014339707427083105 -0.0054029108504092746 -0.016521869877164138 0.0172005804062965
leaf_weight=0.0010455685688039425 0.0013348825403413931 0.0010325526071519198 0.0016373744575393892 0.0010071096757225308 0.0010374857811727371 0.0010921065978921406
leaf_count=130 365 269 297 680 625 755
internal_value=0 -0.00168914 0.000517179 0.00412264 -0.00121072 0.00635644
internal_weight=0 0.0068522 0.00581965 0.00477408 0.0031367 0.00209922
internal_count=3121 2756 2487 2357 2060 1435
is_linear=0
shrinkage=0.1


Tree=8447
num_leaves=6
num_cat=0
split_feature=43 16 15 16 16
split_gain=1.10674e-05 2.32489e-05 3.37837e-05 3.42351e-05 2.48892e-05
threshold=-0.24021999999999996 0.22339500000000004 -0.0063699999999999989 -0.014034999999999997 -0.089669999999999986
decision_type=2 2 2 2 2
left_child=-1 2 4 -4 -2
right_child=1 -3 3 -5 -6
leaf_value=-0.009546347426726897 0.0051364889224825815 -0.011827945231445012 0.0027870616222420005 0.026005769380134394 -0.012132665724994439
leaf_weight=0.0010675506698405906 0.001819878959966948 0.0011231024789758928 0.001539614626556294 0.0010808329681255707 0.0015415059274716319
leaf_count=166 568 414 935 308 730
internal_value=0 0.00137371 0.00385235 0.0123639 -0.00278302
internal_weight=0 0.00710493 0.00598183 0.00262045 0.00336138
internal_count=3121 2955 2541 1243 1298
is_linear=0
shrinkage=0.1


Tree=8448
num_leaves=7
num_cat=0
split_feature=131 16 12 151 16 12
split_gain=1.7975e-05 3.09976e-05 4.80494e-05 6.30146e-05 5.17163e-05 2.83446e-05
threshold=0.078765000000000016 0.0065250000000000004 0.090020000000000017 -0.0083949999999999979 -0.083134999999999987 0.09141500000000001
decision_type=2 2 2 2 2 2
left_child=1 2 3 -1 -5 -3
right_child=-2 5 -4 4 -6 -7
leaf_value=-0.00038681297017486248 -0.00025143119695127521 2.4054850843786045e-05 -0.0004285429286485081 0.0003905030881260034 -0.00014854945894829806 0.0004337051665987792
leaf_weight=0.0010018491992434863 0.0010143227860272969 0.0015359672744902375 0.0010909483507624052 0.0017840050697984946 0.0011100228616377182 0.0011250366835343002
leaf_count=326 516 358 633 565 440 283
internal_value=0 2.63606e-05 -6.48269e-05 3.70232e-05 0.000183746 0.000197249
internal_weight=0 0.00764783 0.00498683 0.00389588 0.00289403 0.002661
internal_count=3121 2605 1964 1331 1005 641
is_linear=0
shrinkage=0.00196078


Tree=8449
num_leaves=7
num_cat=0
split_feature=13 3 1 151 0 0
split_gain=1.11429e-05 1.78163e-05 3.19552e-05 4.0749e-05 5.43908e-05 6.06832e-05
threshold=-0.23438999999999996 0.11296500000000002 0.10752500000000002 -0.0056149999999999993 -0.08824499999999999 -0.055064999999999996
decision_type=2 2 2 2 2 2
left_child=-1 2 3 -2 -5 -6
right_child=1 -3 -4 4 5 -7
leaf_value=0.0095933523433585962 0.013849053919115903 -0.013233123055882715 0.012575904490911997 -0.026554385483498227 0.018098887825941778 -0.015065779848336104
leaf_weight=0.00104467339827298 0.0010095685534229648 0.0010898348912103785 0.0016390982700329425 0.0011638551204988163 0.0010183066403718628 0.0012040971598610201
leaf_count=169 411 100 390 560 1205 286
internal_value=0 -0.00146575 0.000659297 -0.00378412 -0.00904122 0.000130289
internal_weight=0 0.00712476 0.00603493 0.00439583 0.00338626 0.0022224
internal_count=3121 2952 2852 2462 2051 1491
is_linear=0
shrinkage=0.1


Tree=8450
num_leaves=6
num_cat=0
split_feature=2 13 15 15 13
split_gain=1.04166e-05 2.09424e-05 1.90955e-05 1.82061e-05 4.8609e-05
threshold=0.099185000000000009 -0.08971999999999998 -0.074054999999999996 -0.040439999999999997 -0.033284999999999988
decision_type=2 2 2 2 2
left_child=3 -2 -3 -1 -5
right_child=1 2 -4 4 -6
leaf_value=-0.010611892504238944 0.014738254361590037 0.0086070957285698992 -0.0099587179253531402 -0.01509834570885428 0.012223371590838283
leaf_weight=0.0019160091640437887 0.0012082768566092543 0.0010077879904580166 0.0012303050718499044 0.0010374112842029301 0.0017490537546207773
leaf_count=775 200 308 411 803 624
internal_value=0 0.00412891 -0.00159874 -0.00310822 0.00205139
internal_weight=0 0.00344637 0.00223809 0.00470247 0.00278647
internal_count=3121 919 719 2202 1427
is_linear=0
shrinkage=0.1


Tree=8451
num_leaves=6
num_cat=0
split_feature=42 160 151 12 16
split_gain=1.05531e-05 2.28546e-05 2.96811e-05 4.93732e-05 6.15568e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.0077149999999999988 0.092355000000000007 -0.072359999999999994
decision_type=2 2 2 2 2
left_child=-1 -2 -3 4 -4
right_child=1 2 3 -5 -6
leaf_value=-0.0079036536625194508 -0.0092853090630764228 -0.010611271594506033 0.028545335136966977 -0.0087098208123358879 -0.0001312006301656057
leaf_weight=0.0014115456644584268 0.0014974794436641656 0.0010164315100282054 0.0016166340123818497 0.0012015774758896746 0.001394035049722247
leaf_count=862 828 301 417 413 300
internal_value=0 0.00160697 0.00472649 0.00842755 0.0152672
internal_weight=0 0.00672616 0.00522868 0.00421225 0.00301067
internal_count=3121 2259 1431 1130 717
is_linear=0
shrinkage=0.1


Tree=8452
num_leaves=6
num_cat=0
split_feature=16 52 0 2 0
split_gain=1.15129e-05 3.26391e-05 3.79919e-05 3.70416e-05 4.63896e-05
threshold=0.38525000000000004 0.10160000000000001 -0.062294999999999996 0.11215000000000001 -0.10607499999999999
decision_type=2 2 2 2 2
left_child=1 2 3 4 -1
right_child=-2 -3 -4 -5 -6
leaf_value=0.013630544822337963 0.0091578336038156041 -0.016039689990926774 0.018088627021507309 -0.017593107343754178 -0.0099609457698721787
leaf_weight=0.0018415585003642206 0.0011663080873787852 0.0012746689457631862 0.0011288269412070779 0.0011871147024417076 0.0015226940274424708
leaf_count=297 311 591 301 221 1400
internal_value=0 -0.00157838 0.00166682 -0.0024061 0.0029528
internal_weight=0 0.00695486 0.00568019 0.00455137 0.00336425
internal_count=3121 2810 2219 1918 1697
is_linear=0
shrinkage=0.1


Tree=8453
num_leaves=6
num_cat=0
split_feature=4 16 48 15 4
split_gain=1.05181e-05 1.57042e-05 3.51048e-05 5.22792e-05 3.82583e-05
threshold=0.27044500000000005 -0.094359999999999986 0.088965000000000002 -0.016799999999999995 -0.084369999999999987
decision_type=2 2 2 2 2
left_child=1 -1 3 -3 -5
right_child=-2 2 -4 4 -6
leaf_value=-0.0093026119181961169 0.0081452820925670948 -0.022462476106712263 0.017158689296092152 -0.007717534990566992 0.015840788451211903
leaf_weight=0.0019113932996571437 0.0013170552144913961 0.0010245074712994934 0.0010950108500977847 0.0013868050548072352 0.0013706710927974498
leaf_count=454 365 561 320 512 909
internal_value=0 -0.0016197 0.00139138 -0.00317378 0.00399271
internal_weight=0 0.00678839 0.00487699 0.00378198 0.00275748
internal_count=3121 2756 2302 1982 1421
is_linear=0
shrinkage=0.1


Tree=8454
num_leaves=6
num_cat=0
split_feature=16 1 13 43 52
split_gain=1.10582e-05 3.11083e-05 2.2927e-05 2.22019e-05 2.12624e-05
threshold=0.38525000000000004 0.077565000000000009 -0.0025349999999999995 -1.0000000180025095e-35 -0.0064899999999999992
decision_type=2 2 2 2 2
left_child=1 3 -3 -1 -4
right_child=-2 2 4 -5 -6
leaf_value=-0.021584013261014227 0.0090033109042173612 0.01225172016083572 -0.012089437866552694 -0.0015691495375104805 0.0049781847095261662
leaf_weight=0.0010793481877023449 0.0011607777469338455 0.0017206062658337426 0.0012643305368146398 0.0011391563258161775 0.0017267975012717632
leaf_count=1154 311 829 195 357 275
internal_value=0 -0.00154288 0.00305443 -0.0113068 -0.00223619
internal_weight=0 0.00693024 0.00471173 0.0022185 0.00299113
internal_count=3121 2810 1299 1511 470
is_linear=0
shrinkage=0.1


Tree=8455
num_leaves=7
num_cat=0
split_feature=2 52 52 2 0 0
split_gain=9.08288e-06 2.1724e-05 2.75622e-05 1.62994e-05 1.77706e-05 4.26299e-05
threshold=0.099185000000000009 -0.013374999999999998 0.10024500000000001 0.090790000000000023 -0.10607499999999999 -0.077999999999999986
decision_type=2 2 2 2 2 2
left_child=3 -2 -3 4 -1 -6
right_child=1 2 -4 -5 5 -7
leaf_value=0.011048429258867152 0.015963787174288233 -0.011756997380042995 0.0098152046503408256 -0.013396418370312489 -0.019842033858739574 0.0068683941944484685
leaf_weight=0.0010913370023691799 0.0010377728276828296 0.0012315585404010529 0.0011410056879832566 0.0011222763192414815 0.0010260179103732752 0.0014307356705694422
leaf_count=192 417 283 219 433 1164 413
internal_value=0 0.00389597 -0.00138257 -0.00289235 0.000430128 -0.00428672
internal_weight=0 0.00341034 0.00237256 0.00467037 0.00354809 0.00245675
internal_count=3121 919 502 2202 1769 1577
is_linear=0
shrinkage=0.1


Tree=8456
num_leaves=7
num_cat=0
split_feature=131 16 12 151 2 12
split_gain=2.9818e-05 2.83047e-05 6.48611e-05 6.20179e-05 4.92566e-05 3.01224e-05
threshold=0.078765000000000016 0.0065250000000000004 0.090020000000000017 -0.0083949999999999979 0.088475000000000012 0.09141500000000001
decision_type=2 2 2 2 2 2
left_child=1 2 3 -1 -5 -3
right_child=-2 5 -4 4 -6 -7
leaf_value=-0.00035035267846432423 -0.00032051665261043007 2.0949816273095597e-05 -0.00047190957540063389 -0.00012069333624783018 0.000406340563601853 0.00044224285615108728
leaf_weight=0.0010180664179201765 0.001024380974860334 0.0015480395925760006 0.0011002940277169901 0.0010816128287551585 0.0018443549532512966 0.0011279203459054477
leaf_count=326 516 358 633 646 359 283
internal_value=0 3.5519e-05 -5.0954e-05 6.64828e-05 0.000211517 0.000198525
internal_weight=0 0.00772029 0.00504433 0.00394403 0.00292597 0.00267596
internal_count=3121 2605 1964 1331 1005 641
is_linear=0
shrinkage=0.00196078


Tree=8457
num_leaves=6
num_cat=0
split_feature=51 49 42 2 43
split_gain=1.04386e-05 1.4251e-05 3.78074e-05 2.94455e-05 3.07471e-05
threshold=-0.076794999999999988 -0.047584999999999995 0.088915000000000008 0.099185000000000009 -0.0030899999999999994
decision_type=2 2 2 2 2
left_child=-1 -2 3 4 -3
right_child=1 2 -4 -5 -6
leaf_value=-0.008068224954982146 0.010438655618868023 0.0085103721638276654 -0.017563100281895526 0.012485575301401895 -0.014798777298610094
leaf_weight=0.0013464641055036305 0.0014294657504296763 0.0010332937077414887 0.0010743769064886629 0.0019452516278857137 0.0012511441041898857
leaf_count=537 337 820 682 384 361
internal_value=0 0.00157692 -0.000811357 0.00344373 -0.00425562
internal_weight=0 0.00673353 0.00530407 0.00422969 0.00228444
internal_count=3121 2584 2247 1565 1181
is_linear=0
shrinkage=0.1


Tree=8458
num_leaves=6
num_cat=0
split_feature=51 47 15 13 3
split_gain=9.74503e-06 1.55559e-05 3.6517e-05 2.25025e-05 1.67031e-05
threshold=0.087505000000000013 0.077555000000000013 -0.083359999999999976 -0.033284999999999988 -0.08824499999999999
decision_type=2 2 2 2 2
left_child=1 2 -1 -4 -5
right_child=-2 -3 3 4 -6
leaf_value=0.020360587983836054 -0.0083452046009909985 -0.0061596315291357062 -0.0083999838851762897 -0.0021885703434991336 0.015973308030445121
leaf_weight=0.0011116374724337704 0.0011992416539527697 0.0019404906029193963 0.0017912436496783338 0.0010024916756261853 0.0010232353115693568
leaf_count=544 435 361 978 424 379
internal_value=0 0.00142448 0.0044105 -0.000234738 0.00698536
internal_weight=0 0.0068691 0.00492861 0.00381697 0.00202573
internal_count=3121 2686 2325 1781 803
is_linear=0
shrinkage=0.1


Tree=8459
num_leaves=7
num_cat=0
split_feature=131 16 12 0 4 4
split_gain=4.09398e-05 4.43814e-05 6.19703e-05 6.06056e-05 4.99175e-05 4.39091e-05
threshold=0.084390000000000007 0.0065250000000000004 0.090020000000000017 -0.10224499999999999 0.033845000000000007 -0.10429499999999998
decision_type=2 2 2 2 2 2
left_child=1 2 3 4 -1 -3
right_child=-2 5 -4 -5 -6 -7
leaf_value=0.00018254269783393295 -0.00037398834823057026 1.5130184307606406e-05 -0.00047208283999857907 0.00035601182569406015 -0.00036628146843252111 0.00050697166796223473
leaf_weight=0.0011009631426156614 0.0010263767071954878 0.0015213590244775315 0.0011268094889721747 0.0015328686516016985 0.0015124494188094584 0.0012892231935248805
leaf_count=175 492 261 637 951 219 386
internal_value=0 4.17361e-05 -6.43337e-05 4.64778e-05 -0.000135076 0.000240739
internal_weight=0 0.00808367 0.00527309 0.00414628 0.00261341 0.00281058
internal_count=3121 2629 1982 1345 394 647
is_linear=0
shrinkage=0.00196078


Tree=8460
num_leaves=7
num_cat=0
split_feature=131 15 12 160 12 43
split_gain=2.93857e-05 3.08649e-05 3.59045e-05 4.05749e-05 3.49039e-05 3.4283e-05
threshold=0.084390000000000007 -0.11713499999999999 0.088245000000000004 1.0000000180025095e-35 0.092355000000000007 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2
left_child=1 -1 3 5 -4 -3
right_child=-2 2 4 -5 -6 -7
leaf_value=-0.00022034291522876441 -0.00032643275507579294 -0.00018434357601228841 0.00055233415231265709 -0.00034520516478372547 7.1737150504567015e-05 0.00025726270328037926
leaf_weight=0.0015340560079103093 0.0010056896294667007 0.0010600591050581611 0.001029956163568671 0.0010954502386840361 0.0013328500001209918 0.0018649182214180054
leaf_count=405 492 555 352 284 674 359
internal_value=0 2.93889e-05 8.94059e-05 -2.33299e-05 0.000281231 9.72174e-05
internal_weight=0 0.00791729 0.00638323 0.00402043 0.00236281 0.00292498
internal_count=3121 2629 2224 1198 1026 914
is_linear=0
shrinkage=0.00196078


Tree=8461
num_leaves=7
num_cat=0
split_feature=131 13 16 2 48 16
split_gain=2.43029e-05 4.26346e-05 5.05731e-05 2.86195e-05 4.27467e-05 3.87621e-05
threshold=0.078765000000000016 -0.074044999999999986 -0.014034999999999997 0.11215000000000001 0.083985000000000018 0.0065250000000000004
decision_type=2 2 2 2 2 2
left_child=1 2 -1 4 5 -3
right_child=-2 3 -4 -5 -6 -7
leaf_value=-1.5396801697605088e-06 -0.0002867353421714923 -0.00029510311731613739 0.0005621626337096562 -0.00032023062719301195 0.00033769899841679145 0.00016914651227407048
leaf_weight=0.0014020948275401523 0.0010381643012637521 0.0017482446471448205 0.0010857300418402683 0.0012935201610684852 0.0011338880972095191 0.0011438735878761027
leaf_count=663 516 746 424 299 224 249
internal_value=0 3.25918e-05 0.00024447 -6.64988e-05 1.5023e-05 -0.000111486
internal_weight=0 0.00780735 0.00248782 0.00531953 0.00402601 0.00289212
internal_count=3121 2605 1087 1518 1219 995
is_linear=0
shrinkage=0.00196078


Tree=8462
num_leaves=7
num_cat=0
split_feature=50 42 16 52 151 2
split_gain=2.89208e-05 2.50337e-05 3.00783e-05 5.58019e-05 4.10702e-05 5.14887e-05
threshold=0.079410000000000008 -1.0000000180025095e-35 -0.014034999999999997 -0.069804999999999992 -0.0083949999999999979 0.090545000000000014
decision_type=2 2 2 2 2 2
left_child=1 -1 4 -4 -3 -6
right_child=-2 2 3 -5 5 -7
leaf_value=-0.00020944734611836913 -0.00031529713731052208 -0.00036443544541302274 -7.6854305867751882e-05 0.00047386874173055638 -0.00023109832875259465 0.00034514693721200766
leaf_weight=0.0013106272910352384 0.0010125424865644423 0.0010242138933349754 0.0012444187382314078 0.0016390365597146988 0.0010276071168714017 0.0014198660706997534
leaf_count=704 609 192 483 394 396 343
internal_value=0 3.72913e-05 8.81764e-05 0.000236192 -3.476e-05 0.000103202
internal_weight=0 0.00766577 0.00635514 0.00288346 0.00347169 0.00244747
internal_count=3121 2512 1808 877 931 739
is_linear=0
shrinkage=0.00196078


Tree=8463
num_leaves=7
num_cat=0
split_feature=50 160 42 0 0 0
split_gain=2.50069e-05 2.65118e-05 3.29168e-05 4.35971e-05 5.08079e-05 1.28702e-05
threshold=0.079410000000000008 -0.027994999999999996 0.088060000000000013 -0.019414999999999998 -0.10607499999999999 -0.23001499999999997
decision_type=2 2 2 2 2 2
left_child=1 -1 3 4 5 -3
right_child=-2 2 -4 -5 -6 -7
leaf_value=0.00027573067656823055 -0.0002923138252328875 -0.00020493535275427984 0.00020960464741865965 0.00019340559052955617 -0.00056181912567161523 0.00010388732884884279
leaf_weight=0.0014188869909197745 0.0010251037391911045 0.0010212983322638453 0.0017222850190001734 0.0013060722882290154 0.0011500191859362182 0.0010545606504656366
leaf_count=625 609 79 551 194 824 239
internal_value=0 3.37521e-05 -2.11452e-05 -0.000108837 -0.000231208 -4.80498e-05
internal_weight=0 0.00767312 0.00625424 0.00453195 0.00322588 0.00207586
internal_count=3121 2512 1887 1336 1142 318
is_linear=0
shrinkage=0.00196078


Tree=8464
num_leaves=8
num_cat=0
split_feature=131 16 16 12 0 12 16
split_gain=3.17036e-05 4.36172e-05 5.27529e-05 3.83934e-05 0.000125223 3.62304e-05 1.228e-05
threshold=0.084390000000000007 0.0065250000000000004 -0.056919999999999991 0.090020000000000017 -0.10224499999999999 0.09141500000000001 -0.27167499999999994
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 4 6 -3 -1
right_child=-2 5 -4 -5 -6 -7 -8
leaf_value=-0.0002981890725098572 -0.00032419917006345627 4.5972713656699016e-05 -0.00044987511729540535 -0.00029748937997913996 0.00067088417159050999 0.00050154652836821372 6.564297206875352e-06
leaf_weight=0.0010211352626172078 0.0010295337598254821 0.0015602361968715527 0.0010785646558468531 0.0010018594772704613 0.001116225134257067 0.0011777668336695449 0.0010122938334297385
leaf_count=168 492 358 593 504 585 289 132
internal_value=0 4.14382e-05 -6.35269e-05 3.68465e-05 0.000143194 0.00024194 -0.000146475
internal_weight=0 0.00796808 0.00523008 0.00415151 0.00314965 0.002738 0.00203343
internal_count=3121 2629 1982 1389 885 647 300
is_linear=0
shrinkage=0.00196078


Tree=8465
num_leaves=7
num_cat=0
split_feature=42 160 151 160 12 13
split_gain=9.96324e-06 2.28226e-05 2.75003e-05 4.95537e-05 6.89031e-05 3.87642e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.0077149999999999988 1.0000000180025095e-35 0.092355000000000007 -0.039649999999999998
decision_type=2 2 2 2 2 2
left_child=-1 -2 -3 4 5 -4
right_child=1 2 3 -5 -6 -7
leaf_value=-0.0076859271106766887 -0.0093368150076945343 -0.010095122850632942 0.010811995017408428 -0.010597203354496059 -0.0064173627896047082 0.037917443279827816
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internal_weight=0 0.00673065 0.00523447 0.0042178 0.00316755 0.00211356
internal_count=3121 2259 1431 1130 858 505
is_linear=0
shrinkage=0.1


Tree=8466
num_leaves=7
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split_feature=131 13 16 2 48 16
split_gain=3.17365e-05 3.49297e-05 4.63305e-05 3.96589e-05 3.777e-05 3.10676e-05
threshold=0.084390000000000007 -0.074044999999999986 -0.014034999999999997 0.11215000000000001 0.083985000000000018 0.0065250000000000004
decision_type=2 2 2 2 2 2
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leaf_value=-1.5559466848720981e-06 -0.00032587818613441847 -0.00022868530922025924 0.00053627481148578677 -0.00034047151376460233 0.00035150316413165073 0.00018257052251511075
leaf_weight=0.0014230237372770782 0.0010312581087160147 0.0018174645058179732 0.0010855498765643258 0.0013460940702962488 0.001135629034922904 0.0011550510319668324
leaf_count=671 492 753 429 299 224 253
internal_value=0 3.9692e-05 0.000231183 -4.83805e-05 4.73275e-05 -6.88808e-05
internal_weight=0 0.00796281 0.00250857 0.00545424 0.00410814 0.00297252
internal_count=3121 2629 1100 1529 1230 1006
is_linear=0
shrinkage=0.00196078


Tree=8467
num_leaves=7
num_cat=0
split_feature=50 160 13 13 4 1
split_gain=2.45514e-05 2.78085e-05 3.47013e-05 3.93107e-05 6.34426e-05 2.07549e-05
threshold=0.079410000000000008 -0.081639999999999976 -0.074044999999999986 0.016935000000000002 0.0067750000000000006 0.077845000000000011
decision_type=2 2 2 2 2 2
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leaf_value=0.00024529123385797115 -0.00037384843115497411 -6.5620703051867807e-05 -0.00073558601131009272 4.1359963207570271e-05 -0.0001129120489452045 0.0003087671832151394
leaf_weight=0.0010586844859427191 0.0010178635044524927 0.0013175993423549766 0.0010074095813195781 0.0016029674969874996 0.0016752384743075027 0.0010024015727163901
leaf_count=441 609 446 630 380 290 325
internal_value=0 -4.97318e-05 -9.70152e-05 -0.00020158 -0.000346744 9.61409e-05
internal_weight=0 0.0076643 0.00660562 0.00428562 0.00268265 0.00232
internal_count=3121 2512 2071 1300 920 771
is_linear=0
shrinkage=0.00196078


Tree=8468
num_leaves=7
num_cat=0
split_feature=484 0 150 15 47 52
split_gain=2.59461e-05 2.88216e-05 7.53701e-05 3.97662e-05 5.33827e-05 7.87794e-05
threshold=0.064170000000000019 -0.11756999999999999 0.081835000000000019 0.088235000000000022 0.09550500000000002 0.096795000000000006
decision_type=2 2 2 2 2 2
left_child=1 2 -1 4 5 -3
right_child=-2 3 -4 -5 -6 -7
leaf_value=-0.0004774576547776011 0.0002892388926588657 -0.0005075651522574706 0.00020425284619113459 0.0003390391007215282 0.00029165006718401466 0.00017801301358030784
leaf_weight=0.0016074167863857323 0.0010011973321886634 0.0015089530682992265 0.0010186930053598506 0.001278908110536138 0.0011494851444677733 0.0011247212312080058
leaf_count=283 406 1286 134 604 221 187
internal_value=0 -4.63351e-05 -0.000213016 4.01358e-05 -6.09093e-05 -0.000214786
internal_weight=0 0.00768818 0.00262611 0.00506207 0.00378316 0.00263367
internal_count=3121 2715 417 2298 1694 1473
is_linear=0
shrinkage=0.00196078


Tree=8469
num_leaves=7
num_cat=0
split_feature=0 48 16 16 1 15
split_gain=9.70903e-06 3.01949e-05 2.68734e-05 2.25417e-05 5.48251e-05 2.16561e-05
threshold=-0.14920999999999998 0.082620000000000013 -0.23935499999999996 0.38525000000000004 1.0000000180025095e-35 -0.11345499999999999
decision_type=2 2 2 2 2 2
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leaf_value=0.0053549029260831667 0.013117077232192079 0.017521286725612564 -0.024497855567258406 0.0072266671329898214 0.0037425026682058682 -0.014266958085309995
leaf_weight=0.0010024418545667509 0.0010213000992104881 0.0010360961397566154 0.001331924553998289 0.0010623323542792527 0.0014207278493878657 0.0012815413792750959
leaf_count=110 279 489 1170 279 618 176
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internal_weight=0 0.00587238 0.00483628 0.00381498 0.00275265 0.00228398
internal_count=3121 2835 2346 2067 1788 286
is_linear=0
shrinkage=0.1


Tree=8470
num_leaves=7
num_cat=0
split_feature=50 16 1 16 52 16
split_gain=2.38799e-05 2.58959e-05 3.04142e-05 3.29865e-05 3.17557e-05 2.832e-05
threshold=0.079410000000000008 0.0047850000000000011 1.0000000180025095e-35 -0.36241499999999999 -0.0064899999999999992 0.31475000000000003
decision_type=2 2 2 2 2 2
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right_child=-2 5 3 4 -6 -7
leaf_value=-0.00031230352761582413 -0.00028644868151096503 0.00034885188878582224 -0.00020419033215496755 -5.6028530843127511e-05 0.00043088204886852847 -3.1098133144759506e-05
leaf_weight=0.0013240507557359974 0.0010350306453549051 0.0016203577185500138 0.0013160295113809738 0.0010061773757119204 0.0010548554246052472 0.0014109936683091124
leaf_count=1098 609 396 304 233 159 322
internal_value=0 3.06892e-05 -6.04288e-05 3.83242e-05 0.000193177 0.000171998
internal_weight=0 0.00773246 0.00470111 0.00337706 0.00206103 0.00303135
internal_count=3121 2512 1794 696 392 718
is_linear=0
shrinkage=0.00196078


Tree=8471
num_leaves=6
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split_feature=15 52 3 2 2
split_gain=1.02623e-05 1.82423e-05 2.63327e-05 4.8958e-05 8.52956e-05
threshold=-0.11713499999999999 -0.12005499999999998 -0.082974999999999979 0.10613000000000002 0.089775000000000008
decision_type=2 2 2 2 2
left_child=-1 -2 -3 4 -4
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leaf_value=-0.0075791830843445407 -0.010877570026035087 0.013588604353657989 -0.010842330636584043 -0.018943772095260606 0.024585328573499998
leaf_weight=0.0015026261316952822 0.0010000935962831345 0.0018424841430074099 0.0014141818976622592 0.0010843625459882869 0.0013082655308700002
leaf_count=484 485 865 652 274 361
internal_value=0 0.00157118 0.00377498 -0.000974781 0.00618235
internal_weight=0 0.00664939 0.00564929 0.00380681 0.00272245
internal_count=3121 2637 2152 1287 1013
is_linear=0
shrinkage=0.1


Tree=8472
num_leaves=7
num_cat=0
split_feature=42 0 3 0 52 12
split_gain=9.8494e-06 1.95908e-05 3.56684e-05 2.69303e-05 1.78645e-05 1.35677e-05
threshold=-1.0000000180025095e-35 -0.060129999999999996 -0.078934999999999991 -0.11756999999999999 -0.0064899999999999992 0.09202500000000001
decision_type=2 2 2 2 2 2
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leaf_value=-0.0076902737836051912 -0.016485398795906062 0.0015664495376152884 -0.011911888921894473 0.016310295915776336 0.0054833228552373416 0.017958520992732516
leaf_weight=0.0014137262798757924 0.0012543365023385275 0.001013983697191672 0.0011216320192833336 0.0010780971433735926 0.0012464671443406265 0.0010058074361368428
leaf_count=862 913 274 146 528 188 210
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internal_weight=0 0.00672032 0.00470053 0.0034462 0.0023681 0.00201979
internal_count=3121 2259 1775 862 334 484
is_linear=0
shrinkage=0.1


Tree=8473
num_leaves=6
num_cat=0
split_feature=3 42 13 12 48
split_gain=8.93196e-06 3.7232e-05 4.01284e-05 4.63167e-05 5.23058e-05
threshold=-0.14477499999999996 0.091295000000000015 -0.090639999999999984 0.051320000000000005 0.086260000000000017
decision_type=2 2 2 2 2
left_child=-1 2 -2 4 -4
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leaf_value=-0.0088967092730648546 0.011900047188639434 0.017994001458609028 0.0098272711137407341 -0.021946176940136897 -0.017414552088663347
leaf_weight=0.0010092415191681687 0.0015510086743216172 0.0011085614839973831 0.0019696479449453643 0.0013862864424692149 0.0010975739640422333
leaf_count=277 349 650 339 1346 160
internal_value=0 0.00115609 -0.00195255 -0.00677695 7.90635e-05
internal_weight=0 0.00711308 0.00600452 0.00445351 0.00306722
internal_count=3121 2844 2194 1845 499
is_linear=0
shrinkage=0.1


Tree=8474
num_leaves=7
num_cat=0
split_feature=484 48 0 2 4 16
split_gain=2.11804e-05 2.82671e-05 9.9762e-05 4.43934e-05 6.6141e-05 8.53371e-05
threshold=0.064170000000000019 0.08955500000000001 -0.18113999999999997 0.10912000000000001 0.053180000000000012 -0.078844999999999985
decision_type=2 2 2 2 2 2
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right_child=-2 2 -4 -5 -6 -7
leaf_value=1.0523671817414016e-05 0.00026012684422216105 -0.00027013472135088527 0.00058838464190083669 0.00025875636888622442 8.3122089276752543e-05 -0.00068708460718559881
leaf_weight=0.0011771927562662394 0.0010074285809209332 0.0010542648309788405 0.0010276154137989404 0.0010145710966214683 0.0019472046388201362 0.0015777604299330532
leaf_count=667 406 63 345 384 323 933
internal_value=0 -4.19875e-05 0.00015363 -0.000113226 -0.000193488 -0.000388996
internal_weight=0 0.00779861 0.00208188 0.00571673 0.00470216 0.00275495
internal_count=3121 2715 408 2307 1923 1600
is_linear=0
shrinkage=0.00196078


Tree=8475
num_leaves=7
num_cat=0
split_feature=457 15 16 2 2 15
split_gain=9.97842e-06 1.95931e-05 2.6382e-05 2.90024e-05 2.94601e-05 3.79468e-05
threshold=0.069910000000000014 0.088655000000000025 -0.45661999999999997 0.11293500000000002 0.095195000000000016 -0.037864999999999989
decision_type=2 2 2 2 2 2
left_child=1 2 -1 4 5 -4
right_child=-2 -3 3 -5 -6 -7
leaf_value=-0.014020204544959905 0.0091180759448021616 -0.014278654524367947 -0.0070188450775783996 0.018920431399395934 -0.013406850715322622 0.015993223120725295
leaf_weight=0.0010112822510633382 0.0010279451054291521 0.0010158918251516264 0.0013321526286384378 0.0010006839722817322 0.0011784576527241767 0.0015507316604810757
leaf_count=228 267 662 564 300 358 742
internal_value=0 -0.00142456 0.000725569 0.00367145 -8.57798e-05 0.00535957
internal_weight=0 0.0070892 0.00607331 0.00506203 0.00406134 0.00288288
internal_count=3121 2854 2192 1964 1664 1306
is_linear=0
shrinkage=0.1


Tree=8476
num_leaves=7
num_cat=0
split_feature=131 13 16 2 48 42
split_gain=2.77285e-05 2.927e-05 4.39681e-05 2.84059e-05 5.0811e-05 3.08925e-05
threshold=0.084390000000000007 -0.074044999999999986 -0.014034999999999997 0.11215000000000001 0.083985000000000018 -0.084624999999999992
decision_type=2 2 2 2 2 2
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right_child=-2 3 -4 -5 -6 -7
leaf_value=-1.4661552692810242e-05 -0.00030944130508380488 0.00017758534532452574 0.00051460638836242449 -0.00029771552289115447 0.00039137220636571317 -0.00024838655797753241
leaf_weight=0.0013999177390594127 0.0010047047806351732 0.0010011402847310237 0.0010606797860664382 0.0012951469690940616 0.0011175508211949195 0.0018908015516575592
leaf_count=671 492 287 429 299 224 719
internal_value=0 3.67328e-05 0.000213488 -4.52564e-05 3.6293e-05 -0.000100922
internal_weight=0 0.00776524 0.0024606 0.00530464 0.00400949 0.00289194
internal_count=3121 2629 1100 1529 1230 1006
is_linear=0
shrinkage=0.00196078


Tree=8477
num_leaves=6
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split_feature=50 51 16 0 16
split_gain=2.20337e-05 2.1738e-05 3.11473e-05 4.64025e-05 4.47999e-05
threshold=0.079410000000000008 -0.076794999999999988 0.0047850000000000011 -0.10011499999999998 -0.27167499999999994
decision_type=2 2 2 2 2
left_child=1 -1 3 4 -3
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leaf_value=-0.00018365767225498892 -0.00027122760148099394 -0.00010841744254411896 0.00028956773500330032 -0.00031648818210091635 0.00037007515981627435
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leaf_count=497 609 254 400 1165 196
internal_value=0 3.47637e-05 8.44131e-05 -8.54409e-06 0.000125519
internal_weight=0 0.00770673 0.00627937 0.00432134 0.00301065
internal_count=3121 2512 2015 1615 450
is_linear=0
shrinkage=0.00196078


Tree=8478
num_leaves=8
num_cat=0
split_feature=484 160 4 52 0 0 16
split_gain=3.9662e-05 5.25742e-05 4.79935e-05 4.55472e-05 3.85679e-05 3.3212e-05 1.80432e-05
threshold=0.073690000000000019 -1.0000000180025095e-35 0.26790000000000008 0.077655000000000016 -0.10011499999999998 -0.14920999999999998 0.0073350000000000004
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 4 5 -3 -5
right_child=-2 2 -4 6 -6 -7 -8
leaf_value=-0.0004715847523036484 0.00035376832791032521 -0.00025019996475295926 0.00040078455343030435 0.00036225759150132399 -0.00040375719872050119 0.00024119607904011847 -8.2398326443938226e-06
leaf_weight=0.0010180902384305541 0.0010277622249109013 0.0010792799965529953 0.0010093342335927569 0.0010068222405118211 0.0017360262164882413 0.0010367758462359682 0.0010146603217111722
leaf_count=613 394 81 269 594 929 177 64
internal_value=0 -5.5705e-05 5.81024e-06 -6.20635e-05 -0.000187146 -9.43716e-06 0.000176291
internal_weight=0 0.00790099 0.0068829 0.00587356 0.00385208 0.00211606 0.00202148
internal_count=3121 2727 2114 1845 1187 258 658
is_linear=0
shrinkage=0.00196078


Tree=8479
num_leaves=7
num_cat=0
split_feature=484 160 49 52 4 1
split_gain=3.177e-05 4.05591e-05 4.93525e-05 4.08608e-05 5.39518e-05 3.59923e-05
threshold=0.073690000000000019 -1.0000000180025095e-35 -0.081404999999999991 0.077655000000000016 0.0052350000000000009 0.10612500000000001
decision_type=2 2 2 2 2 2
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right_child=-2 2 3 -5 5 -7
leaf_value=-0.00041911304676189539 0.00030750719997617749 0.0003895365776739118 -0.00056638861805218303 0.00015945382615264 0.00023880353189860892 -0.00021013138786732483
leaf_weight=0.0010306819132108102 0.0010452053960425161 0.0010498817488558262 0.0010509618890066001 0.0019823930802398059 0.0010674437425710354 0.0019244086163778761
leaf_count=613 394 173 788 648 257 248
internal_value=0 -5.57167e-05 -2.77801e-06 -7.11381e-05 -0.000184209 -4.99588e-05
internal_weight=0 0.00810577 0.00707509 0.00602521 0.00404281 0.00299185
internal_count=3121 2727 2114 1941 1293 505
is_linear=0
shrinkage=0.00196078


Tree=8480
num_leaves=6
num_cat=0
split_feature=4 42 49 0 12
split_gain=9.46304e-06 1.51035e-05 2.71129e-05 2.74747e-05 3.10538e-05
threshold=0.27287000000000006 0.091735000000000025 -0.00064499999999999985 -0.083914999999999976 0.085955000000000018
decision_type=2 2 2 2 2
left_child=1 2 -1 -4 -5
right_child=-2 -3 3 4 -6
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leaf_weight=0.0017830992282647992 0.0012863881779396806 0.0010146298526893388 0.0017427293616052103 0.0010087080040507141 0.0013225514128447316
leaf_count=509 352 562 814 224 660
internal_value=0 -0.00157072 0.000380556 0.00488172 -0.00221857
internal_weight=0 0.00687172 0.00585709 0.00407399 0.00233126
internal_count=3121 2769 2207 1698 884
is_linear=0
shrinkage=0.1


Tree=8481
num_leaves=8
num_cat=0
split_feature=50 15 16 2 48 0 4
split_gain=3.82894e-05 3.38739e-05 4.23579e-05 5.24628e-05 4.70121e-05 4.5832e-05 3.8833e-05
threshold=0.079410000000000008 -0.15026499999999995 -0.36241499999999999 0.10644500000000001 0.082620000000000013 -0.030209999999999997 0.053180000000000012
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 6 -4
right_child=-2 2 3 -5 -6 -7 -8
leaf_value=0.0003768167800000695 -0.00035992848808993249 -0.00035814240789845621 -0.00021293056873185367 0.00042654145934977795 0.00032672756240781982 -0.00045530325660976322 0.00030446108036752878
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internal_value=0 4.02286e-05 -9.25654e-06 5.92181e-05 -3.71448e-05 -0.000147183 1.78149e-05
internal_weight=0 0.00781901 0.00681681 0.0056984 0.00451416 0.00346601 0.00225726
internal_count=3121 2512 2194 1978 1627 1362 1237
is_linear=0
shrinkage=0.00196078


Tree=8482
num_leaves=7
num_cat=0
split_feature=131 16 150 15 2 12
split_gain=3.01353e-05 3.29416e-05 6.38943e-05 4.2132e-05 3.70427e-05 3.2224e-05
threshold=0.084390000000000007 0.0065250000000000004 0.081835000000000019 -0.11713499999999999 0.091185000000000002 0.09141500000000001
decision_type=2 2 2 2 2 2
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internal_value=0 2.92104e-05 -6.27814e-05 -0.000179381 -5.13493e-05 0.000202658
internal_weight=0 0.00793753 0.00518667 0.00402989 0.00286253 0.00275086
internal_count=3121 2629 1982 1670 1359 647
is_linear=0
shrinkage=0.00196078


Tree=8483
num_leaves=6
num_cat=0
split_feature=403 42 15 160 1
split_gain=1.00718e-05 4.2788e-05 8.28464e-05 4.19217e-05 3.36964e-05
threshold=0.03138500000000001 0.091295000000000015 0.013270000000000002 -1.0000000180025095e-35 0.094385000000000011
decision_type=2 2 2 2 2
left_child=1 2 3 -1 -5
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leaf_weight=0.0012410030330622622 0.0010047858491350993 0.0012540027002488517 0.0010066421719997854 0.0017909852119550526 0.0018770401445770074
leaf_count=540 376 618 722 433 432
internal_value=0 -0.00141414 -0.00497093 0.000387961 0.00576313
internal_weight=0 0.00716967 0.00591567 0.00490903 0.00366803
internal_count=3121 2745 2127 1405 865
is_linear=0
shrinkage=0.1


Tree=8484
num_leaves=7
num_cat=0
split_feature=484 160 49 52 4 2
split_gain=3.44594e-05 3.70582e-05 3.59107e-05 4.66809e-05 6.45526e-05 4.4616e-05
threshold=0.073690000000000019 -1.0000000180025095e-35 -0.081404999999999991 0.077655000000000016 0.0052350000000000009 0.10803500000000001
decision_type=2 2 2 2 2 2
left_child=1 -1 -3 4 -4 -6
right_child=-2 2 3 -5 5 -7
leaf_value=-0.00039777286354673538 0.00032679476756654758 0.00033505992496500711 -0.00059690787752393777 0.00019147214322175508 0.00014147374104817598 -0.00036363921737914227
leaf_weight=0.0010309351691394734 0.0010515027512878307 0.0010483268070411601 0.0010494066105971554 0.0019409608039806714 0.0019627485158182439 0.0010225920570561711
leaf_count=613 394 173 788 648 293 212
internal_value=0 -5.06224e-05 3.29718e-07 -5.83925e-05 -0.000178593 -3.15466e-05
internal_weight=0 0.00805497 0.00702403 0.00597571 0.00403475 0.00298534
internal_count=3121 2727 2114 1941 1293 505
is_linear=0
shrinkage=0.00196078


Tree=8485
num_leaves=7
num_cat=0
split_feature=50 42 16 2 2 4
split_gain=3.39344e-05 4.36191e-05 3.44492e-05 6.73652e-05 5.08499e-05 5.06835e-05
threshold=0.079410000000000008 -1.0000000180025095e-35 -0.36241499999999999 0.10672500000000001 0.092875000000000013 0.0052350000000000009
decision_type=2 2 2 2 2 2
left_child=1 -1 -3 4 5 -4
right_child=-2 2 3 -5 -6 -7
leaf_value=-0.00027717142011665803 -0.00032862308665478459 -0.00014066025284025755 -3.0163081557933288e-05 0.00055579876305856374 -0.00031775681258475663 0.00050897604788764726
leaf_weight=0.0014113761429534371 0.0011059304368557293 0.0017066604097818608 0.0016656995110173097 0.0013580341838532713 0.0010598144695102563 0.0011219191390463177
leaf_count=704 609 340 778 303 263 124
internal_value=0 3.69514e-05 0.000101092 0.000180352 4.78303e-05 0.000186822
internal_weight=0 0.0083235 0.00691213 0.00520547 0.00384743 0.00278762
internal_count=3121 2512 1808 1468 1165 902
is_linear=0
shrinkage=0.00196078


Tree=8486
num_leaves=7
num_cat=0
split_feature=457 0 2 4 4 4
split_gain=9.85446e-06 1.7762e-05 3.13514e-05 2.68956e-05 4.67064e-05 2.07036e-05
threshold=0.069910000000000014 -0.11756999999999999 0.11237500000000002 0.071150000000000005 -0.082109999999999975 -0.42529999999999996
decision_type=2 2 2 2 2 2
left_child=1 2 -1 4 5 -3
right_child=-2 3 -4 -5 -6 -7
leaf_value=-0.019919110313806516 0.008995434487195697 -0.0039112316134751902 0.0039976558113337295 0.013894785611325434 -0.017082930924963376 0.01547198560548242
leaf_weight=0.001188181496458161 0.0010397790272646491 0.00103878515286472 0.0010174039153882765 0.0013573583265673256 0.0013778207990185675 0.0011736567243189537
leaf_count=242 267 180 135 359 1440 498
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internal_weight=0 0.00715321 0.00220559 0.00494762 0.00359026 0.00221244
internal_count=3121 2854 377 2477 2118 678
is_linear=0
shrinkage=0.1


Tree=8487
num_leaves=6
num_cat=0
split_feature=42 16 52 13 52
split_gain=1.02908e-05 1.8245e-05 2.76026e-05 3.53761e-05 3.484e-05
threshold=-1.0000000180025095e-35 -0.36241499999999999 -0.0064899999999999992 -0.086589999999999986 -0.081429999999999989
decision_type=2 2 2 2 2
left_child=-1 -2 4 -4 -3
right_child=1 2 3 -5 -6
leaf_value=-0.0078486694443095553 -0.0081445341260650457 0.0071938374582493931 -0.0034091063814573226 0.019741484113263916 -0.016886851905239045
leaf_weight=0.001414439650772435 0.0015130964624719429 0.0013555473294372166 0.0010561204417519044 0.0017601205061845053 0.001079099787285299
leaf_count=862 340 592 307 620 400
internal_value=0 0.00153053 0.0043185 0.0110598 -0.00347936
internal_weight=0 0.00676398 0.00525089 0.00281624 0.00243465
internal_count=3121 2259 1919 927 992
is_linear=0
shrinkage=0.1


Tree=8488
num_leaves=7
num_cat=0
split_feature=131 16 150 15 16 2
split_gain=3.12539e-05 2.97294e-05 6.60252e-05 4.57528e-05 3.51428e-05 3.28137e-05
threshold=0.084390000000000007 0.0065250000000000004 0.081835000000000019 -0.11713499999999999 0.31475000000000003 0.091185000000000002
decision_type=2 2 2 2 2 2
left_child=1 2 3 -1 -3 -5
right_child=-2 4 -4 5 -6 -7
leaf_value=-0.0004987330305474552 -0.00033274570641773362 0.00040006160252010456 0.00036144676278240963 0.00014008575150852828 -4.8884683566684628e-05 -0.00028810839389631202
leaf_weight=0.0011648829483299535 0.0010016924541908284 0.0015117392690823987 0.0011504328282153295 0.0016620331227205165 0.0012044602203975638 0.0011741719545628174
leaf_count=311 492 395 312 929 252 430
internal_value=0 3.49914e-05 -5.25295e-05 -0.00017156 0.000200983 -3.71841e-05
internal_weight=0 0.00786772 0.00515152 0.00400109 0.0027162 0.00283621
internal_count=3121 2629 1982 1670 647 1359
is_linear=0
shrinkage=0.00196078


Tree=8489
num_leaves=7
num_cat=0
split_feature=43 16 133 2 1 16
split_gain=1.08362e-05 2.38814e-05 3.13585e-05 4.15294e-05 6.4368e-05 5.01102e-05
threshold=-0.24021999999999996 0.22339500000000004 0.083950000000000011 0.10045500000000002 0.11181500000000001 -0.088159999999999988
decision_type=2 2 2 2 2 2
left_child=-1 2 3 5 -5 -2
right_child=1 -3 -4 4 -6 -7
leaf_value=-0.0095414709590705433 0.0047581085565662935 -0.012017690408058357 0.018981528325892748 0.028708546223099891 -0.00577715681058195 -0.022504473342898138
leaf_weight=0.0010556836396349569 0.0014549584639639425 0.0011303181455932041 0.0011123465668423874 0.0010357998673947322 0.0011335780155847031 0.0012564039587393172
leaf_count=166 462 414 849 225 220 785
internal_value=0 0.00131479 0.00382935 0.000376089 0.0106885 -0.00787496
internal_weight=0 0.00712341 0.00599309 0.00488074 0.00216938 0.00271136
internal_count=3121 2955 2541 1692 445 1247
is_linear=0
shrinkage=0.1


Tree=8490
num_leaves=7
num_cat=0
split_feature=484 15 12 3 4 1
split_gain=2.87433e-05 2.62664e-05 4.0376e-05 6.66048e-05 5.86744e-05 3.97494e-05
threshold=0.073690000000000019 0.088235000000000022 0.084100000000000022 0.11296500000000002 0.08184000000000001 0.094385000000000011
decision_type=2 2 2 2 2 2
left_child=1 2 3 5 -4 -1
right_child=-2 -3 4 -5 -6 -7
leaf_value=8.0351566920555406e-06 0.00030965327776379895 0.00019622409571010905 -0.00054985553581860219 -0.00034194301094853184 6.8228546600582001e-05 0.00050176915534029423
leaf_weight=0.0015643869504202421 0.0010035520643645835 0.0014373419773552566 0.0014332598588824345 0.0012674969743519016 0.0010042228151251344 0.0010461341199454709
leaf_count=317 394 669 1092 180 182 287
internal_value=0 -4.30103e-05 -9.74575e-05 2.68375e-05 -0.00029521 0.000205893
internal_weight=0 0.00775284 0.0063155 0.00387802 0.00243748 0.00261052
internal_count=3121 2727 2058 784 1274 604
is_linear=0
shrinkage=0.00196078


Tree=8491
num_leaves=7
num_cat=0
split_feature=52 160 2 52 2 43
split_gain=1.022e-05 4.33322e-05 2.58684e-05 2.5794e-05 6.98568e-05 5.56124e-05
threshold=-0.046924999999999988 -1.0000000180025095e-35 0.089885000000000007 0.10347000000000002 0.10613000000000002 -0.0037449999999999996
decision_type=2 2 2 2 2 2
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right_child=1 3 -4 -5 -6 -7
leaf_value=-0.0065916002521343503 -0.020791803793103993 -0.011284480709791251 0.014018034165952906 0.015818816434529755 -0.023323174902266878 0.019047282635240088
leaf_weight=0.0010590525168815514 0.0010471922311262316 0.0010061790153802473 0.0014331724328560031 0.0010150746388122153 0.0010940190826752441 0.0015140605873704091
leaf_count=404 743 593 549 204 210 418
internal_value=0 -0.00242176 0.00526012 0.00173369 -0.00222216 0.00693765
internal_weight=0 0.00567653 0.00249222 0.00462933 0.00361426 0.00252024
internal_count=3121 2168 953 1425 1221 1011
is_linear=0
shrinkage=0.1


Tree=8492
num_leaves=7
num_cat=0
split_feature=484 160 49 52 4 13
split_gain=4.25074e-05 3.3812e-05 3.75095e-05 4.89124e-05 8.48815e-05 4.35165e-05
threshold=0.073690000000000019 -1.0000000180025095e-35 -0.081404999999999991 0.077655000000000016 0.0052350000000000009 -0.016469999999999995
decision_type=2 2 2 2 2 2
left_child=1 -1 -3 4 -4 -6
right_child=-2 2 3 -5 5 -7
leaf_value=-0.00038857303594152349 0.00036349820796895865 0.00034149993577929888 -0.00068070495038547645 0.00018871322075053162 -0.00033345936008176609 0.00015851522331498933
leaf_weight=0.0010326958190300323 0.0010423617278096436 0.0010074116077871936 0.0010171368730580842 0.0019250262322666476 0.0010994885143552795 0.0018616321101949421
leaf_count=613 394 173 788 648 276 229
internal_value=0 -5.76425e-05 -8.19005e-06 -6.78656e-05 -0.000192021 -2.4159e-05
internal_weight=0 0.00794339 0.0069107 0.00590328 0.00397826 0.00296112
internal_count=3121 2727 2114 1941 1293 505
is_linear=0
shrinkage=0.00196078


Tree=8493
num_leaves=7
num_cat=0
split_feature=13 47 52 0 42 4
split_gain=9.29251e-06 2.21669e-05 3.77142e-05 2.95406e-05 3.23061e-05 6.19767e-05
threshold=-0.23438999999999996 0.10904500000000002 -0.087284999999999988 -0.17169499999999996 0.088380000000000014 -0.0024449999999999997
decision_type=2 2 2 2 2 2
left_child=-1 2 -2 -4 5 -5
right_child=1 -3 3 4 -6 -7
leaf_value=0.0087415008783602779 -0.016503805909111061 -0.01410056821024488 0.017750742395947539 0.0074566179083006938 0.013986825925824049 -0.024161703649218561
leaf_weight=0.0010422341344066693 0.0010131947855809131 0.0011471072305849492 0.0012804506180332589 0.0014336910149866807 0.001152824461028084 0.0010922355305372131
leaf_count=169 612 163 131 953 704 389
internal_value=0 -0.00136848 0.00107695 0.0046688 0.000115411 -0.00621546
internal_weight=0 0.0071195 0.0059724 0.0049592 0.00367875 0.00252593
internal_count=3121 2952 2789 2177 2046 1342
is_linear=0
shrinkage=0.1


Tree=8494
num_leaves=7
num_cat=0
split_feature=484 15 133 16 1 15
split_gain=3.78767e-05 2.26376e-05 3.50337e-05 4.96722e-05 4.7051e-05 3.3665e-05
threshold=0.073690000000000019 0.088235000000000022 1.0000000180025095e-35 0.19444000000000003 0.091785000000000019 -0.11713499999999999
decision_type=2 2 2 2 2 2
left_child=1 2 3 4 -1 -6
right_child=-2 -3 -4 -5 5 -7
leaf_value=-0.00047621617931997847 0.00035295225276296542 0.00017216933953431298 -0.00042697262107099131 0.00030530013591193795 -0.00026493162726669371 0.00017496865395107917
leaf_weight=0.001158582833945362 0.001003296375167685 0.0014090643436787467 0.0010643043914964961 0.0012428667812598359 0.0011341352712899335 0.00163033268434794
leaf_count=638 394 669 688 276 175 281
internal_value=0 -5.22733e-05 -0.000103035 -3.62955e-05 -0.000144517 -5.50239e-06
internal_weight=0 0.00763929 0.00623022 0.00516592 0.00392305 0.00276447
internal_count=3121 2727 2058 1370 1094 456
is_linear=0
shrinkage=0.00196078


Tree=8495
num_leaves=7
num_cat=0
split_feature=484 160 49 52 4 2
split_gain=3.49513e-05 4.23329e-05 4.13939e-05 4.58602e-05 6.36503e-05 3.51148e-05
threshold=0.073690000000000019 -1.0000000180025095e-35 -0.081404999999999991 0.077655000000000016 0.0052350000000000009 0.10803500000000001
decision_type=2 2 2 2 2 2
left_child=1 -1 -3 4 -4 -6
right_child=-2 2 3 -5 5 -7
leaf_value=-0.00041198637258420701 0.00033189918393121203 0.00036665335121512598 -0.00059137739726643223 0.0001900434428961893 0.00012490085527386594 -0.00032153120681180396
leaf_weight=0.001064909051219338 0.0010543130343502885 0.0010497617116920575 0.0010457806615280689 0.0019686682278270105 0.0019588451093870401 0.0010354639572262552
leaf_count=613 394 173 788 648 293 212
internal_value=0 -4.75686e-05 7.41055e-06 -5.53511e-05 -0.000174928 -2.94801e-05
internal_weight=0 0.00812343 0.00705852 0.00600876 0.00404009 0.00299431
internal_count=3121 2727 2114 1941 1293 505
is_linear=0
shrinkage=0.00196078


Tree=8496
num_leaves=7
num_cat=0
split_feature=52 160 15 42 16 0
split_gain=1.05663e-05 3.58438e-05 2.22659e-05 2.19271e-05 2.81404e-05 4.80951e-05
threshold=-0.046924999999999988 -1.0000000180025095e-35 -0.053579999999999996 0.088060000000000013 -0.056919999999999991 -0.10224499999999999
decision_type=2 2 2 2 2 2
left_child=2 -2 -1 4 5 -3
right_child=1 3 -4 -5 -6 -7
leaf_value=0.014578186046753421 -0.019188790848805277 -0.010965582056727048 -0.0043068136076100756 0.012338740647606905 -0.016935237003375885 0.01783557488772191
leaf_weight=0.0012766730686756345 0.0010450774897607729 0.0011892383385266369 0.0012218058992510524 0.0012982927870008971 0.0010079045965430589 0.001131416647255253
leaf_count=516 743 199 437 449 120 657
internal_value=0 -0.00246209 0.00534305 0.00131601 -0.00298337 0.00307619
internal_weight=0 0.00567193 0.00249848 0.00462685 0.00332856 0.00232065
internal_count=3121 2168 953 1425 976 856
is_linear=0
shrinkage=0.1


Tree=8497
num_leaves=6
num_cat=0
split_feature=160 13 1 16 0
split_gain=1.09508e-05 2.13458e-05 3.62075e-05 2.78097e-05 5.33642e-05
threshold=-0.081069999999999989 -0.073839999999999975 0.08844500000000001 -0.014754999999999999 -0.11437499999999999
decision_type=2 2 2 2 2
left_child=-1 2 -2 4 -3
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leaf_value=0.0087563967590753907 -0.0047814631505334639 -0.012722474804779985 0.01949769995691733 -0.015058990772644727 0.015990510585613293
leaf_weight=0.0011994525729647036 0.001407820273243525 0.0013587767191235302 0.0010896380869561647 0.001862727961522633 0.0012361452655496202
leaf_count=649 583 184 359 571 775
internal_value=0 -0.0015898 0.00581151 -0.00573648 0.000955555
internal_weight=0 0.00695511 0.00249746 0.00445765 0.00259492
internal_count=3121 2472 942 1530 959
is_linear=0
shrinkage=0.1


Tree=8498
num_leaves=7
num_cat=0
split_feature=484 15 48 52 43 15
split_gain=3.61266e-05 2.43311e-05 5.72652e-05 6.69397e-05 4.99273e-05 3.30742e-05
threshold=0.073690000000000019 -0.095869999999999983 0.085485000000000019 -1.0000000180025095e-35 -0.014584999999999999 -0.15026499999999995
decision_type=2 2 2 2 2 2
left_child=1 5 3 -3 -5 -1
right_child=-2 2 -4 4 -6 -7
leaf_value=4.0453697486107188e-05 0.0003372756817163727 -0.00050640139136039436 0.00039122735904878036 -0.00023938780263786576 0.00025881720860326048 -0.00043597947195367695
leaf_weight=0.0010097493636785923 0.0010334956454174761 0.00110040063656688 0.001225476986833938 0.0013118219298114445 0.0018840914832701308 0.001258301408061966
leaf_count=286 394 622 292 605 681 241
internal_value=0 -5.28828e-05 1.73489e-05 -8.92959e-05 5.43197e-05 -0.000223869
internal_weight=0 0.00778984 0.00552179 0.00429631 0.00319591 0.00226805
internal_count=3121 2727 2200 1908 1286 527
is_linear=0
shrinkage=0.00196078


Tree=8499
num_leaves=7
num_cat=0
split_feature=16 160 43 1 49 0
split_gain=1.40683e-05 7.42246e-05 4.38875e-05 2.968e-05 2.47294e-05 4.24983e-05
threshold=-0.014034999999999997 -0.054789999999999998 -0.074359999999999996 0.085110000000000005 -0.026779999999999995 -0.10836499999999999
decision_type=2 2 2 2 2 2
left_child=3 -2 -3 -1 -5 -6
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leaf_value=-0.017220250031404087 0.027628423462238424 0.0092839097095124279 -0.016987755767400355 0.013853533646246875 -0.016385402542502848 0.010768327562763802
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internal_weight=0 0.00355627 0.00254839 0.00459628 0.00339377 0.00234799
internal_count=3121 1218 813 1903 827 641
is_linear=0
shrinkage=0.1


Tree=8500
num_leaves=7
num_cat=0
split_feature=50 484 133 16 4 16
split_gain=4.26354e-05 4.8043e-05 2.6229e-05 4.8759e-05 4.4606e-05 5.48449e-05
threshold=0.079410000000000008 0.044540000000000003 0.091410000000000005 0.15273500000000004 0.0052350000000000009 -0.27167499999999994
decision_type=2 2 2 2 2 2
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leaf_count=905 609 376 415 335 294 187
internal_value=0 4.37864e-05 -1.46873e-05 3.63353e-05 -7.35381e-05 6.88553e-05
internal_weight=0 0.00787914 0.00687624 0.00583962 0.00424373 0.00282588
internal_count=3121 2512 2136 1721 1386 481
is_linear=0
shrinkage=0.00196078


Tree=8501
num_leaves=6
num_cat=0
split_feature=16 52 0 2 0
split_gain=1.26191e-05 3.63062e-05 3.664e-05 3.09839e-05 4.98888e-05
threshold=0.38525000000000004 0.10160000000000001 -0.062294999999999996 0.11215000000000001 -0.10607499999999999
decision_type=2 2 2 2 2
left_child=1 2 3 4 -1
right_child=-2 -3 -4 -5 -6
leaf_value=0.013737362171622861 0.0094783837183550698 -0.01699029395973993 0.017837735546317224 -0.016134692700139612 -0.010695193037425157
leaf_weight=0.0018378643131944125 0.0011844829275632152 0.0012678876875825522 0.0011305178931692288 0.0011913091859996174 0.001532684342360893
leaf_count=297 311 591 301 221 1400
internal_value=0 -0.00168704 0.00172152 -0.0022724 0.00262718
internal_weight=0 0.00696026 0.00569238 0.00456186 0.00337055
internal_count=3121 2810 2219 1918 1697
is_linear=0
shrinkage=0.1


Tree=8502
num_leaves=6
num_cat=0
split_feature=13 12 43 3 4
split_gain=1.26129e-05 1.97623e-05 3.5917e-05 3.93146e-05 3.13136e-05
threshold=-0.23438999999999996 0.092355000000000007 -0.092909999999999979 -0.020429999999999997 0.0052350000000000009
decision_type=2 2 2 2 2
left_child=-1 2 -2 -4 -5
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leaf_weight=0.0010384661416717707 0.0010507588375949992 0.0015168115908481992 0.0016931444941999866 0.0010119271532858416 0.0018178276320139027
leaf_count=169 269 899 1267 245 272
internal_value=0 -0.00156458 0.00118951 0.00505872 -0.00215304
internal_weight=0 0.00709047 0.00557366 0.0045229 0.00282975
internal_count=3121 2952 2053 1784 517
is_linear=0
shrinkage=0.1


Tree=8503
num_leaves=8
num_cat=0
split_feature=50 15 16 2 48 4 52
split_gain=3.85341e-05 3.4047e-05 5.01293e-05 5.28841e-05 6.57668e-05 4.37791e-05 2.70813e-05
threshold=0.079410000000000008 -0.14809499999999998 -0.36241499999999999 0.10644500000000001 0.082620000000000013 0.053180000000000012 0.08976000000000002
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 6 -4
right_child=-2 2 3 -5 -6 -7 -8
leaf_value=0.00037973949507232832 -0.00036435538485810146 -0.00038617580728619801 -0.0005450803856461516 0.00044189650070356872 0.00040916731920316205 0.00012788342729868946 -0.0001006223033466076
leaf_weight=0.0010107405535659314 0.0010025402108179192 0.0011134411324891349 0.0011041658065334987 0.0011608049198225841 0.0010146664862249041 0.0012687069323230075 0.0010084499011399654
leaf_count=330 609 213 887 351 256 139 336
internal_value=0 4.43789e-05 -6.43832e-06 6.96515e-05 -2.86435e-05 -0.000160022 -0.00033292
internal_weight=0 0.00768098 0.00667024 0.00555679 0.00439599 0.00338132 0.00211262
internal_count=3121 2512 2182 1969 1618 1362 1223
is_linear=0
shrinkage=0.00196078


Tree=8504
num_leaves=7
num_cat=0
split_feature=4 16 42 15 2 2
split_gain=1.21188e-05 1.93388e-05 2.62003e-05 2.8985e-05 2.44391e-05 1.73048e-05
threshold=0.27287000000000006 -0.092484999999999984 0.086665000000000006 -0.037864999999999989 0.086675000000000016 0.091545000000000015
decision_type=2 2 2 2 2 2
left_child=1 5 3 -3 -5 -1
right_child=-2 2 -4 4 -6 -7
leaf_value=-0.00082795205958581834 0.0088730918941236497 -0.0083445048364028888 -0.011517405072363015 0.023364708937669582 0.0036371630366831575 -0.019170878317684187
leaf_weight=0.0010479397107015734 0.0012812128835156264 0.0010286118528759474 0.0011338940058382664 0.0010406743474806071 0.0015834917733060399 0.0010100185213821975
leaf_count=298 352 461 817 456 531 206
internal_value=0 -0.00172382 0.00176149 0.00588353 0.0114606 -0.00983042
internal_weight=0 0.00684463 0.00478667 0.00365278 0.00262417 0.00205796
internal_count=3121 2769 2265 1448 987 504
is_linear=0
shrinkage=0.1


Tree=8505
num_leaves=7
num_cat=0
split_feature=16 43 4 15 151 2
split_gain=1.07988e-05 3.06558e-05 3.27231e-05 3.54438e-05 3.22048e-05 4.44261e-05
threshold=0.38525000000000004 0.054355000000000007 -0.084369999999999987 -0.0040799999999999994 -0.044604999999999992 0.091055000000000011
decision_type=2 2 2 2 2 2
left_child=1 2 -1 4 -4 -6
right_child=-2 -3 3 -5 5 -7
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leaf_weight=0.0010787769171256741 0.0011813755968528893 0.0011176937969052357 0.0010658379906061436 0.001372537618522328 0.0010463554703315004 0.001251069599984455
leaf_count=485 311 399 433 690 416 387
internal_value=0 -0.00155351 0.00136204 0.00494248 -0.000584081 0.00608099
internal_weight=0 0.00693227 0.00581458 0.0047358 0.00336326 0.00229743
internal_count=3121 2810 2411 1926 1236 803
is_linear=0
shrinkage=0.1


Tree=8506
num_leaves=7
num_cat=0
split_feature=50 160 13 13 4 1
split_gain=2.59035e-05 2.87416e-05 2.21873e-05 4.71077e-05 7.6621e-05 2.11919e-05
threshold=1.0000000180025095e-35 -0.081639999999999976 0.086705000000000018 -0.074044999999999986 0.0061450000000000003 0.077845000000000011
decision_type=2 2 2 2 2 2
left_child=1 -1 3 5 -5 -3
right_child=-2 2 -4 4 -6 -7
leaf_value=0.0003369462091819655 -0.0002962770038147924 -2.8211275138628807e-05 0.0002112789131754691 -0.00064226872607622951 1.5874716058099416e-05 0.00035151340823729056
leaf_weight=0.0010516325544849877 0.0010229903069705381 0.0012872345936176159 0.0013513163732189314 0.0011084354740045193 0.0017598803092764501 0.0010071726629895337
leaf_count=439 627 444 251 709 327 324
internal_value=0 3.61624e-05 -1.23965e-05 -7.09423e-05 -0.000238459 0.000138476
internal_weight=0 0.00756567 0.00651404 0.00516272 0.00286832 0.00229441
internal_count=3121 2494 2055 1804 1036 768
is_linear=0
shrinkage=0.00196078


Tree=8507
num_leaves=7
num_cat=0
split_feature=131 13 47 16 16 4
split_gain=4.14089e-05 3.65792e-05 3.15763e-05 4.88683e-05 3.61782e-05 4.33561e-05
threshold=0.084390000000000007 -0.23438999999999996 0.10621500000000002 -0.39185999999999993 -0.070454999999999976 -0.04890499999999999
decision_type=2 2 2 2 2 2
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right_child=-2 2 -4 4 5 -7
leaf_value=0.00038381616006417452 -0.00037510939084142004 0.00043088654942174482 -0.00032079555906250286 -0.00025206928253165248 -0.00017288136316554462 0.00030990106719922189
leaf_weight=0.0010538155494100336 0.001025252878816778 0.0010502934141551675 0.0010538765192806328 0.0018357094602051011 0.0012676496080649756 0.0016409160380885571
leaf_count=138 492 248 125 876 537 705
internal_value=0 4.37334e-05 -8.59742e-06 4.8183e-05 -3.65403e-05 9.94884e-05
internal_weight=0 0.00790226 0.00684845 0.00579457 0.00474428 0.00290857
internal_count=3121 2629 2491 2366 2118 1242
is_linear=0
shrinkage=0.00196078


Tree=8508
num_leaves=8
num_cat=0
split_feature=50 15 16 2 48 4 52
split_gain=3.49061e-05 4.81163e-05 4.36771e-05 7.36184e-05 6.67898e-05 4.31939e-05 3.19803e-05
threshold=0.079410000000000008 -0.15026499999999995 -0.36241499999999999 0.10644500000000001 0.082620000000000013 0.053180000000000012 0.08976000000000002
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 6 -4
right_child=-2 2 3 -5 -6 -7 -8
leaf_value=0.00044459932454376144 -0.00033481463137027286 -0.00036222080076147212 -0.00059083024893804605 0.00049012158056707103 0.00037353847988409478 9.2839523283716946e-05 -0.00011006036895107915
leaf_weight=0.0010234627942137045 0.0010358695844277172 0.0011366104492243519 0.0011136390069444461 0.0012003567762178232 0.0010601167695497571 0.0012949060076697045 0.0010183987872465479
leaf_count=318 609 216 887 351 265 139 336
internal_value=0 4.81432e-05 -1.1317e-05 5.88099e-05 -5.65725e-05 -0.000189626 -0.000361184
internal_weight=0 0.00784749 0.00682403 0.00568742 0.00448706 0.00342694 0.00213204
internal_count=3121 2512 2194 1978 1627 1362 1223
is_linear=0
shrinkage=0.00196078


Tree=8509
num_leaves=7
num_cat=0
split_feature=0 1 15 3 47 4
split_gain=1.19511e-05 2.07824e-05 2.4213e-05 4.8769e-05 3.38551e-05 4.50066e-05
threshold=0.13134000000000004 0.077565000000000009 1.0000000180025095e-35 0.11296500000000002 0.096175000000000024 0.0061450000000000003
decision_type=2 2 2 2 2 2
left_child=1 -1 3 4 5 -3
right_child=-2 2 -4 -5 -6 -7
leaf_value=-0.0114080609219814 0.010005567761422956 0.003573129713622716 -0.012154097884175145 -0.011772640085160178 -0.0036087577802287872 0.032722662919885605
leaf_weight=0.0016323043833283805 0.0010330580926320504 0.0010274120305554585 0.0010557011459483576 0.0012764880210943048 0.0010147172755926039 0.0010933546976787502
leaf_count=1575 84 386 433 198 181 264
internal_value=0 -0.00150613 0.00144997 0.00470516 0.0114134 0.0186011
internal_weight=0 0.00709998 0.00546767 0.00441197 0.00313548 0.00212077
internal_count=3121 3037 1462 1029 831 650
is_linear=0
shrinkage=0.1


Tree=8510
num_leaves=8
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split_feature=50 15 16 2 48 4 52
split_gain=3.49893e-05 4.67002e-05 5.04941e-05 4.92033e-05 4.91654e-05 5.2698e-05 4.58646e-05
threshold=0.079410000000000008 -0.15914499999999995 -0.36241499999999999 0.10644500000000001 0.082620000000000013 0.053180000000000012 0.083680000000000018
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 6 -4
right_child=-2 2 3 -5 -6 -7 -8
leaf_value=0.00043690380837225524 -0.0003323374651208561 -0.00038204583051919955 -0.00063652493384086517 0.00041963851061931062 0.00033709581607447778 0.00016625544218471471 -6.7755747660021599e-05
leaf_weight=0.0010231343463303942 0.0010669010765961663 0.0011766332689132995 0.001001300175594536 0.0011861812877581746 0.0010852805346322999 0.0013416807854468105 0.0011963552997847062
leaf_count=306 609 221 644 351 270 141 579
internal_value=0 4.56576e-05 -1.16306e-05 6.33751e-05 -2.80039e-05 -0.000139956 -0.000326899
internal_weight=0 0.00801057 0.00698743 0.0058108 0.00462462 0.00353934 0.00219766
internal_count=3121 2512 2206 1985 1634 1364 1223
is_linear=0
shrinkage=0.00196078


Tree=8511
num_leaves=7
num_cat=0
split_feature=50 16 160 52 52 0
split_gain=3.24965e-05 2.49277e-05 6.09722e-05 5.58056e-05 3.80991e-05 4.43404e-05
threshold=0.079410000000000008 -0.014034999999999997 -0.054789999999999998 0.091275000000000009 0.0046550000000000003 -0.11756999999999999
decision_type=2 2 2 2 2 2
left_child=1 4 -3 -4 5 -1
right_child=-2 2 3 -5 -6 -7
leaf_value=-0.00014220847420069583 -0.0003364555194722155 0.00056281787397965749 -0.00023184094146352701 0.00035585554416397254 -0.00039492787292751054 0.00034039518504830454
leaf_weight=0.0019315640478810188 0.0010150880976228464 0.0010159238261679233 0.0015970718007109253 0.0010166311484317877 0.0010268666086140198 0.0011785359045006312
leaf_count=232 609 372 672 58 808 370
internal_value=0 3.65968e-05 0.000155192 -3.24934e-06 -6.7454e-05 4.06685e-05
internal_weight=0 0.00776659 0.00362963 0.0026137 0.00413697 0.0031101
internal_count=3121 2512 1102 730 1410 602
is_linear=0
shrinkage=0.00196078


Tree=8512
num_leaves=7
num_cat=0
split_feature=50 15 16 48 15 3
split_gain=2.65005e-05 2.79457e-05 4.20223e-05 5.12033e-05 3.49419e-05 5.51313e-05
threshold=0.079410000000000008 -0.14809499999999998 -0.36241499999999999 0.082620000000000013 -0.016799999999999995 -0.0087149999999999988
decision_type=2 2 2 2 2 2
left_child=1 -1 -3 4 -4 -6
right_child=-2 2 3 -5 5 -7
leaf_value=0.00033957798337788762 -0.00030134838097560848 -0.00035584852543302844 -0.00033877679727911138 0.00037596322940223635 -0.00015839896351966273 0.00038097808475615497
leaf_weight=0.0010061187676519119 0.0010208869167361049 0.0011296475644085729 0.0011719885971680282 0.0014508366552452084 0.0017989783730087512 0.0012244784884736402
leaf_count=330 609 213 432 349 1072 116
internal_value=0 3.46482e-05 -1.0629e-05 5.84388e-05 -5.13651e-05 6.00449e-05
internal_weight=0 0.00778205 0.00677593 0.00564628 0.00419545 0.00302346
internal_count=3121 2512 2182 1969 1620 1188
is_linear=0
shrinkage=0.00196078


Tree=8513
num_leaves=7
num_cat=0
split_feature=13 16 43 48 13 1
split_gain=1.14794e-05 1.73869e-05 3.69539e-05 2.8424e-05 2.47457e-05 1.56387e-05
threshold=-0.23438999999999996 0.23311500000000004 -0.09225499999999999 0.086260000000000017 -0.014169999999999999 0.091900000000000023
decision_type=2 2 2 2 2 2
left_child=-1 2 -2 4 -4 -6
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leaf_value=0.0097360417352122877 -0.0192604690522689 0.0097651226079804865 -0.0062187860517783546 -0.011465692248187227 0.020490363888295306 0.0033792904116240561
leaf_weight=0.0010463430962486236 0.0012096218939368795 0.0011517172817783672 0.0011809530083823102 0.0014303209164953719 0.0010539203514266127 0.0010829885997854945
leaf_count=169 396 417 1178 343 411 207
internal_value=0 -0.00148252 -0.00365683 0.000318276 0.00539831 0.0118184
internal_weight=0 0.00710952 0.0059578 0.00474818 0.00331786 0.00213691
internal_count=3121 2952 2535 2139 1796 618
is_linear=0
shrinkage=0.1


Tree=8514
num_leaves=7
num_cat=0
split_feature=484 160 49 160 12 43
split_gain=4.39034e-05 2.77928e-05 4.15982e-05 4.44252e-05 4.14018e-05 5.62196e-05
threshold=0.073690000000000019 -1.0000000180025095e-35 -0.081404999999999991 1.0000000180025095e-35 0.090020000000000017 -0.0037449999999999996
decision_type=2 2 2 2 2 2
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right_child=-2 2 3 -5 -6 -7
leaf_value=-0.00034929326603971275 0.00037453461131732634 0.00035392752066063367 -0.00020375123607021427 -0.00043821636922241068 -0.00022303182309435564 0.00034741454532207817
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leaf_count=613 394 173 451 391 707 392
internal_value=0 -5.09167e-05 -6.54026e-06 -6.96957e-05 7.83664e-06 0.00014744
internal_weight=0 0.00807001 0.00702518 0.00597784 0.00493878 0.00307772
internal_count=3121 2727 2114 1941 1550 843
is_linear=0
shrinkage=0.00196078


Tree=8515
num_leaves=7
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split_feature=50 15 16 48 15 3
split_gain=2.91001e-05 3.3848e-05 4.17318e-05 5.41598e-05 3.52826e-05 5.58826e-05
threshold=0.079410000000000008 -0.14809499999999998 -0.36241499999999999 0.082620000000000013 -0.016799999999999995 -0.0087149999999999988
decision_type=2 2 2 2 2 2
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leaf_count=330 609 213 432 349 1072 116
internal_value=0 3.34597e-05 -1.65967e-05 5.21169e-05 -6.08844e-05 5.16542e-05
internal_weight=0 0.00776537 0.00675534 0.00563511 0.00418791 0.00301071
internal_count=3121 2512 2182 1969 1620 1188
is_linear=0
shrinkage=0.00196078


Tree=8516
num_leaves=7
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split_feature=3 12 43 0 2 2
split_gain=1.0204e-05 1.93443e-05 3.10013e-05 4.64601e-05 3.50712e-05 1.68017e-05
threshold=0.13524500000000003 0.092355000000000007 -0.092909999999999979 -0.10224499999999999 0.10136500000000002 0.089125000000000024
decision_type=2 2 2 2 2 2
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leaf_value=-0.014044479132508413 0.0084915463428986461 -0.011123607541907722 -0.015549240397615783 0.0071531904605724624 0.0093650286593073753 0.025379374262101434
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leaf_count=264 192 906 213 1003 154 389
internal_value=0 -0.00150867 0.00137512 0.00512126 -0.00461953 0.0161675
internal_weight=0 0.00697658 0.0053669 0.00431788 0.00229453 0.00202335
internal_count=3121 2929 2023 1759 367 1392
is_linear=0
shrinkage=0.1


Tree=8517
num_leaves=7
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split_feature=50 160 13 13 4 16
split_gain=3.99564e-05 3.93047e-05 2.6348e-05 5.14052e-05 6.49348e-05 2.25489e-05
threshold=0.079410000000000008 -0.081639999999999976 0.086705000000000018 -0.074044999999999986 0.0061450000000000003 -0.014034999999999997
decision_type=2 2 2 2 2 2
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internal_weight=0 0.00771866 0.00662855 0.00525531 0.00291195 0.00234336
internal_count=3121 2512 2071 1819 1048 771
is_linear=0
shrinkage=0.00196078


Tree=8518
num_leaves=7
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split_feature=50 15 16 48 13 12
split_gain=3.31276e-05 3.31859e-05 4.23732e-05 5.25496e-05 2.6415e-05 4.44592e-05
threshold=0.079410000000000008 -0.14809499999999998 -0.36241499999999999 0.082620000000000013 -0.033284999999999988 0.051320000000000005
decision_type=2 2 2 2 2 2
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leaf_weight=0.0010028212385024705 0.0010089819541832315 0.001099157505718709 0.0015759490398079157 0.0014376850944839191 0.001528417810178324 0.001038979525014637
leaf_count=330 609 213 874 349 168 578
internal_value=0 4.05343e-05 -9.39531e-06 5.9908e-05 -5.21683e-05 7.04921e-05
internal_weight=0 0.00768301 0.00668019 0.00558103 0.00414335 0.0025674
internal_count=3121 2512 2182 1969 1620 746
is_linear=0
shrinkage=0.00196078


Tree=8519
num_leaves=8
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split_feature=50 15 16 2 48 0 4
split_gain=2.16343e-05 3.32575e-05 4.64754e-05 4.7463e-05 5.73362e-05 4.30348e-05 3.78981e-05
threshold=0.079410000000000008 -0.15026499999999995 -0.36241499999999999 0.10644500000000001 0.082620000000000013 -0.030209999999999997 0.053180000000000012
decision_type=2 2 2 2 2 2 2
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leaf_count=318 609 216 1103 351 265 125 134
internal_value=0 2.65344e-05 -2.23222e-05 4.92076e-05 -4.22186e-05 -0.000163941 -2.7438e-06
internal_weight=0 0.00786053 0.00685468 0.00572999 0.00453871 0.00347778 0.00224927
internal_count=3121 2512 2194 1978 1627 1362 1237
is_linear=0
shrinkage=0.00196078


Tree=8520
num_leaves=7
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split_feature=0 0 15 150 4 1
split_gain=9.19868e-06 3.01987e-05 2.74843e-05 3.37072e-05 2.23338e-05 9.57394e-06
threshold=-0.060129999999999996 -0.083914999999999976 -0.0063699999999999989 0.081835000000000019 -0.35136499999999998 0.10984500000000001
decision_type=2 2 2 2 2 2
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leaf_count=582 227 1065 509 257 346 135
internal_value=0 -0.00241733 0.00114857 -0.00398714 0.00469394 -0.0114774
internal_weight=0 0.0054617 0.0044405 0.00311366 0.00272731 0.00205082
internal_count=3121 2548 1483 974 573 717
is_linear=0
shrinkage=0.1


Tree=8521
num_leaves=7
num_cat=0
split_feature=50 160 13 13 4 1
split_gain=3.19336e-05 2.60931e-05 2.89131e-05 5.10915e-05 6.51003e-05 2.33754e-05
threshold=0.079410000000000008 -0.081639999999999976 0.086705000000000018 -0.074044999999999986 0.0061450000000000003 0.077845000000000011
decision_type=2 2 2 2 2 2
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leaf_value=0.0003189299957674646 -0.0003298675320208928 -3.0476778461749487e-05 0.00024275269985985071 -0.00060833995998083273 -1.330293289291e-05 0.00036072429843209223
leaf_weight=0.0010903696190418975 0.0010292187907845205 0.001347021325422929 0.001402158974368844 0.001157874623164694 0.0018149257353818403 0.0010411312326220638
leaf_count=441 609 446 252 716 332 325
internal_value=0 3.745e-05 -7.9311e-06 -7.34975e-05 -0.000245064 0.00014007
internal_weight=0 0.00785348 0.00676311 0.00536095 0.0029728 0.00238815
internal_count=3121 2512 2071 1819 1048 771
is_linear=0
shrinkage=0.00196078


Tree=8522
num_leaves=7
num_cat=0
split_feature=484 160 2 16 15 15
split_gain=2.93833e-05 3.28183e-05 4.22914e-05 7.0474e-05 5.86073e-05 2.76033e-05
threshold=0.073690000000000019 -1.0000000180025095e-35 0.10912000000000001 -0.078844999999999985 -0.013969999999999998 -0.086254999999999984
decision_type=2 2 2 2 2 2
left_child=1 -1 3 5 -5 -3
right_child=-2 2 -4 4 -6 -7
leaf_value=-0.00037011964778082781 0.0003060140489982284 -9.4057833493630083e-05 0.00024751717703934612 9.5087944871675469e-06 -0.00059301512982653625 0.00031489348584191532
leaf_weight=0.0010295993371582006 0.0010469791174780195 0.0011212934429307424 0.0019826915572293139 0.0011216384035204958 0.0013896579307219978 0.001461883747230684
leaf_count=613 394 237 444 341 466 626
internal_value=0 -4.30352e-05 4.54966e-06 -9.00096e-05 -0.000323906 0.000137378
internal_weight=0 0.00810676 0.00707717 0.00509447 0.0025113 0.00258318
internal_count=3121 2727 2114 1670 807 863
is_linear=0
shrinkage=0.00196078


Tree=8523
num_leaves=6
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split_feature=4 4 3 15 43
split_gain=1.00798e-05 2.3899e-05 3.95266e-05 2.98816e-05 5.2381e-05
threshold=0.24564500000000003 0.055260000000000011 0.10299500000000002 -0.022504999999999997 -0.0030899999999999994
decision_type=2 2 2 2 2
left_child=1 2 3 -1 -5
right_child=-2 -3 -4 4 -6
leaf_value=0.0084804103173324302 0.0065372299831825548 -0.013439856134068446 0.017442504381371102 0.0021756219042683815 -0.027255781804749853
leaf_weight=0.0013355918228121345 0.0018102199766011377 0.0014042929346285158 0.0011663454973215269 0.0014545296820950204 0.0010350247481193196
leaf_count=748 426 279 139 989 540
internal_value=0 -0.00191517 0.00132715 -0.00358667 -0.0100604
internal_weight=0 0.00639578 0.00499149 0.00382515 0.00248955
internal_count=3121 2695 2416 2277 1529
is_linear=0
shrinkage=0.1


Tree=8524
num_leaves=6
num_cat=0
split_feature=0 42 49 12 0
split_gain=8.65944e-06 2.20006e-05 3.24466e-05 4.81391e-05 4.45537e-05
threshold=0.13134000000000004 -0.088669999999999985 -0.047584999999999995 0.088365000000000013 -0.10224499999999999
decision_type=2 2 2 2 2
left_child=1 -1 -3 4 -4
right_child=-2 2 3 -5 -6
leaf_value=0.012404237475978519 0.0085023383601058686 0.0092649257381131594 -0.0098494472333457202 -0.022109553560178533 0.014826568939242205
leaf_weight=0.0010087834463259459 0.0010351221649919249 0.0014988590790886835 0.0019291989859548417 0.0015404509595738471 0.0011787906819952687
leaf_count=384 84 359 304 1071 919
internal_value=0 -0.00128322 -0.00352935 -0.00765478 -0.000490388
internal_weight=0 0.00715608 0.0061473 0.00464844 0.00310799
internal_count=3121 3037 2653 2294 1223
is_linear=0
shrinkage=0.1


Tree=8525
num_leaves=7
num_cat=0
split_feature=484 160 2 16 4 1
split_gain=3.73666e-05 3.81297e-05 4.03031e-05 8.86442e-05 4.6386e-05 6.38131e-05
threshold=0.073690000000000019 -1.0000000180025095e-35 0.10912000000000001 -0.15241499999999997 -0.084369999999999987 0.090840000000000018
decision_type=2 2 2 2 2 2
left_child=1 -1 3 -3 -5 -6
right_child=-2 2 -4 4 5 -7
leaf_value=-0.00040521047717478409 0.00034071179042797535 0.00033143796273558447 0.00023885294354188732 -0.00059498571550229058 0.00018824098113738867 -0.00041785226278347079
leaf_weight=0.0010306005585644139 0.001047334124958243 0.0013829212437382384 0.0019443783962249132 0.0010679103964322386 0.0013504151871524931 0.0013213725513430226
leaf_count=613 394 207 444 388 770 305
internal_value=0 -5.28754e-05 -1.49333e-06 -9.27209e-05 -0.000249573 -0.000111511
internal_weight=0 0.0080976 0.007067 0.00512262 0.0037397 0.00267179
internal_count=3121 2727 2114 1670 1463 1075
is_linear=0
shrinkage=0.00196078


Tree=8526
num_leaves=7
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split_feature=4 150 13 0 43 42
split_gain=1.07775e-05 1.97587e-05 3.32509e-05 2.95728e-05 4.20757e-05 1.60152e-05
threshold=0.27044500000000005 0.086615000000000011 -0.13710499999999998 -0.10011499999999998 -0.0030899999999999994 0.085465000000000013
decision_type=2 2 2 2 2 2
left_child=1 2 -1 -4 5 -5
right_child=-2 -3 3 4 -6 -7
leaf_value=-0.015514829284603036 0.0081833380899725607 -0.014361494227502984 0.015051461047189477 -0.002326548058573252 -0.017842265080253775 0.015197057545746746
leaf_weight=0.0010477680750569035 0.0013317102881126985 0.0010374635803440712 0.0016373635568223939 0.0010137407706327344 0.0010512358138070029 0.0010741543010571776
leaf_count=130 365 269 297 749 625 686
internal_value=0 -0.00164707 0.000617728 0.00415655 -0.00152621 0.00668878
internal_weight=0 0.00686173 0.00582426 0.00477649 0.00313913 0.0020879
internal_count=3121 2756 2487 2357 2060 1435
is_linear=0
shrinkage=0.1


Tree=8527
num_leaves=8
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split_feature=50 15 16 2 48 0 12
split_gain=3.20401e-05 2.86916e-05 5.09358e-05 4.8227e-05 5.71221e-05 4.39358e-05 1.97963e-05
threshold=0.079410000000000008 -0.14809499999999998 -0.36241499999999999 0.10644500000000001 0.082620000000000013 -0.030209999999999997 0.089735000000000023
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 6 -4
right_child=-2 2 3 -5 -6 -7 -8
leaf_value=0.00034553368065447042 -0.00033539510743513143 -0.00039348951816980634 -0.00015313241216189689 0.00042073914375278458 0.00037986974240476019 -0.00044839920308042627 0.00021769590547345905
leaf_weight=0.0010015304576414539 0.0010103317627897122 0.0011126949499806063 0.0012186578203476984 0.0011658515547673214 0.0010225687964052501 0.0012122236837346523 0.0010140057802853334
leaf_count=330 609 213 752 351 256 125 485
internal_value=0 3.58514e-05 -1.01249e-05 6.55975e-05 -2.70821e-05 -0.00014788 1.52862e-05
internal_weight=0 0.00774753 0.006746 0.00563331 0.00446746 0.00344489 0.00223266
internal_count=3121 2512 2182 1969 1618 1362 1237
is_linear=0
shrinkage=0.00196078


Tree=8528
num_leaves=6
num_cat=0
split_feature=13 3 1 151 1
split_gain=1.05932e-05 2.07867e-05 3.50838e-05 4.79868e-05 4.96683e-05
threshold=-0.23438999999999996 0.11296500000000002 0.10752500000000002 -0.0067699999999999991 0.080585000000000004
decision_type=2 2 2 2 2
left_child=-1 2 3 -2 -5
right_child=1 -3 -4 4 -6
leaf_value=0.0093416657381007288 0.015417321430602921 -0.014144070647933113 0.013311752012199203 0.00063543033387824448 -0.023921991596103972
leaf_weight=0.0010473642148935078 0.0010038790066619315 0.0010893509006831116 0.0016472923320526092 0.0020025925455656709 0.0013989240963687187
leaf_count=169 403 100 390 1423 636
internal_value=0 -0.00142745 0.000861259 -0.00379431 -0.00946417
internal_weight=0 0.00714204 0.00605269 0.0044054 0.00340152
internal_count=3121 2952 2852 2462 2059
is_linear=0
shrinkage=0.1


Tree=8529
num_leaves=7
num_cat=0
split_feature=4 4 2 48 0 2
split_gain=9.80726e-06 1.7075e-05 4.72051e-05 4.04429e-05 3.86194e-05 2.23324e-05
threshold=0.27044500000000005 0.033845000000000007 0.10644500000000001 0.083685000000000009 -0.10224499999999999 0.088555000000000009
decision_type=2 2 2 2 2 2
left_child=1 2 3 5 -3 -1
right_child=-2 4 -4 -5 -6 -7
leaf_value=-0.0019216775228462742 0.0078226547270428218 -0.021646718939808907 0.019944298732724842 0.01287042130547783 0.004073103432728673 -0.021326247514617383
leaf_weight=0.0012761014796216093 0.0013268309879925812 0.0011429859088455945 0.001108567499444451 0.0010178695350976314 0.0011933298108870759 0.0011081254352046585
leaf_count=1145 365 167 324 348 257 515
internal_value=0 -0.00157087 0.00202312 -0.00381647 -0.0085097 -0.0109404
internal_weight=0 0.00684698 0.00451066 0.0034021 0.00233632 0.00238423
internal_count=3121 2756 2332 2008 424 1660
is_linear=0
shrinkage=0.1


Tree=8530
num_leaves=7
num_cat=0
split_feature=13 3 1 151 0 0
split_gain=9.44126e-06 1.87351e-05 2.88354e-05 2.97998e-05 4.49606e-05 5.4171e-05
threshold=-0.23438999999999996 0.11296500000000002 0.10752500000000002 -0.0056149999999999993 -0.08824499999999999 -0.055064999999999996
decision_type=2 2 2 2 2 2
left_child=-1 2 3 -2 -5 -6
right_child=1 -3 -4 4 5 -7
leaf_value=0.0088621860607936039 0.011643955287659187 -0.013429411250940784 0.012135921777876079 -0.023881355327232946 0.017453726280795535 -0.013921325696121643
leaf_weight=0.0010390814967185802 0.0010133290078561683 0.0010865575651030938 0.0016429736012415581 0.0011579304111396121 0.001014229310679811 0.0012030400457987435
leaf_count=169 411 100 390 560 1205 286
internal_value=0 -0.001342 0.00083551 -0.00339513 -0.00791028 0.000430335
internal_weight=0 0.00711806 0.0060315 0.00438853 0.0033752 0.00221727
internal_count=3121 2952 2852 2462 2051 1491
is_linear=0
shrinkage=0.1


Tree=8531
num_leaves=8
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split_feature=50 484 133 42 16 52 15
split_gain=4.57655e-05 4.40634e-05 4.27898e-05 6.44898e-05 4.17673e-05 9.17055e-05 0.000170152
threshold=0.079410000000000008 0.064170000000000019 0.091410000000000005 0.090310000000000015 -0.27167499999999994 0.0031350000000000002 -0.089964999999999976
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 4 -1 6 -6
right_child=-2 -3 -4 -5 5 -7 -8
leaf_value=-0.00034041434839790735 -0.00039121255086746676 0.00042404632046844223 -0.00037042975905674392 0.00044692777894667372 0.0004226306495684785 0.0005434527193803728 -0.00060874910498569506
leaf_weight=0.0013831764606760583 0.0010723268694805303 0.0010054382183964589 0.0010986721017964239 0.0012519395698805391 0.0011177037933045066 0.0010623804716096575 0.0013672656297193304
leaf_count=226 609 351 419 360 234 446 476
internal_value=0 3.92747e-05 -1.38577e-05 4.95079e-05 -5.14033e-05 6.12874e-05 -0.000144849
internal_weight=0 0.00828658 0.00728114 0.00618247 0.00493053 0.00354735 0.00248497
internal_count=3121 2512 2161 1742 1382 1156 710
is_linear=0
shrinkage=0.00196078


Tree=8532
num_leaves=8
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split_feature=50 15 4 2 48 4 52
split_gain=3.2445e-05 3.16612e-05 5.87327e-05 3.75634e-05 3.70186e-05 6.44277e-05 3.26483e-05
threshold=0.079410000000000008 -0.15026499999999995 0.23246000000000003 0.10672500000000001 0.082620000000000013 0.053180000000000012 0.083680000000000018
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 4 5 6 -3
right_child=-2 2 -4 -5 -6 -7 -8
leaf_value=0.00036126525334285103 -0.00032986094531503915 -0.00056846188152951944 -0.00044348244549342756 0.00035946589561577328 0.00030013862590240513 0.00023955176828793076 -9.6848432757863526e-05
leaf_weight=0.0010156394813653231 0.0010431456570810073 0.0010366814577460436 0.0010220173036794861 0.0013034992179125201 0.0010817357580335252 0.0012700110571505184 0.0012386419600543116
leaf_count=318 609 654 169 350 273 157 591
internal_value=0 3.78832e-05 -9.35674e-06 6.54563e-05 -1.73696e-05 -0.000114246 -0.000311725
internal_weight=0 0.00796823 0.00695259 0.00593057 0.00462707 0.00354533 0.00227532
internal_count=3121 2512 2194 2025 1675 1402 1245
is_linear=0
shrinkage=0.00196078


Tree=8533
num_leaves=6
num_cat=0
split_feature=0 2 1 2 43
split_gain=1.00824e-05 1.97994e-05 0.000139307 4.3451e-05 2.64636e-05
threshold=0.13134000000000004 0.092875000000000013 0.10557500000000002 0.088225000000000012 -0.074359999999999996
decision_type=2 2 2 2 2
left_child=1 3 -3 4 -1
right_child=-2 2 -4 -5 -6
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leaf_weight=0.0014757053217812556 0.0010377968324761754 0.0011159684704524948 0.001882922293633839 0.0011898030852529572 0.0014733286491868882
leaf_count=620 84 735 401 402 879
internal_value=0 -0.00138837 -0.00757572 0.00309482 -0.00341335
internal_weight=0 0.00713773 0.00299889 0.00413884 0.00294903
internal_count=3121 3037 1136 1901 1499
is_linear=0
shrinkage=0.1


Tree=8534
num_leaves=7
num_cat=0
split_feature=50 160 49 52 2 52
split_gain=3.26724e-05 3.61151e-05 3.58862e-05 4.13591e-05 5.24078e-05 3.42053e-05
threshold=0.079410000000000008 -0.027994999999999996 -0.081404999999999991 -0.07167999999999998 0.10097500000000002 0.077655000000000016
decision_type=2 2 2 2 2 2
left_child=1 -1 -3 -4 5 -5
right_child=-2 2 3 4 -6 -7
leaf_value=0.00031703385513927036 -0.00032939723120002092 0.00031303506558822862 -0.00038938885060107634 -7.3630318362110462e-06 -0.000262978280927251 0.00046059423044019816
leaf_weight=0.0014818495248755193 0.0010348383610565637 0.0010286861813179771 0.0013122907575000824 0.0014149120803314684 0.0016201726154743759 0.0010433897423327968
leaf_count=625 609 172 543 367 290 515
internal_value=0 4.11212e-05 -2.25698e-05 -8.66111e-05 1.08107e-05 0.000191254
internal_weight=0 0.0079013 0.00641945 0.00539077 0.00407847 0.0024583
internal_count=3121 2512 1887 1715 1172 882
is_linear=0
shrinkage=0.00196078


Tree=8535
num_leaves=7
num_cat=0
split_feature=50 15 4 2 12 4
split_gain=3.26618e-05 4.42789e-05 4.81819e-05 3.75465e-05 3.48383e-05 3.45297e-05
threshold=0.079410000000000008 -0.15914499999999995 0.23246000000000003 0.089775000000000008 0.051320000000000005 -0.064054999999999987
decision_type=2 2 2 2 2 2
left_child=1 -1 3 4 -3 -5
right_child=-2 2 -4 5 -6 -7
leaf_value=0.00041762756435922825 -0.0003350410765872963 8.7601536404416141e-05 -0.00040889708522606896 -1.7084023842228279e-05 -0.00037862024057824106 0.00037175945172832883
leaf_weight=0.001014053475324731 0.0010376194003604991 0.0012726955039109816 0.0010460845751600768 0.0017548025478671939 0.0011946327215339753 0.0017572695497953433
leaf_count=306 609 155 172 371 952 556
internal_value=0 3.46085e-05 -2.06762e-05 4.72423e-05 -0.000138134 0.000177474
internal_weight=0 0.00803954 0.00702548 0.0059794 0.00246733 0.00351207
internal_count=3121 2512 2206 2034 1107 927
is_linear=0
shrinkage=0.00196078


Tree=8536
num_leaves=6
num_cat=0
split_feature=51 43 43 160 2
split_gain=9.6751e-06 2.17002e-05 3.63791e-05 3.83226e-05 2.81675e-05
threshold=-0.076794999999999988 -0.15323999999999996 -0.0037449999999999996 1.0000000180025095e-35 0.10613000000000002
decision_type=2 2 2 2 2
left_child=-1 -2 -3 4 -4
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leaf_value=-0.0076703177264182548 0.01449804011862129 -0.01488896978132959 0.017246068019126554 -0.012935135377957008 -0.0015086717259339166
leaf_weight=0.0013853351836725456 0.0010801308240669339 0.001411534721012052 0.001818905860946419 0.001056483519396498 0.0014306848965061215
leaf_count=537 223 1370 582 137 272
internal_value=0 0.00149877 -0.000956959 0.00360997 0.00898899
internal_weight=0 0.00679774 0.00571761 0.00430607 0.00324959
internal_count=3121 2584 2361 991 854
is_linear=0
shrinkage=0.1


Tree=8537
num_leaves=6
num_cat=0
split_feature=0 0 15 52 4
split_gain=9.08845e-06 2.885e-05 2.95454e-05 3.00938e-05 2.20663e-05
threshold=-0.060129999999999996 -0.083914999999999976 -0.0063699999999999989 -0.0027449999999999996 -0.35136499999999998
decision_type=2 2 2 2 2
left_child=1 2 3 -1 -2
right_child=4 -3 -4 -5 -6
leaf_value=-0.016986720312631886 -0.0046256081858322851 -0.017547071605221495 0.01355758677443842 0.0033703626088452464 0.013400905668354069
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leaf_count=467 227 1065 509 507 346
internal_value=0 -0.00240338 0.00109133 -0.00425958 0.00467461
internal_weight=0 0.00545135 0.00442922 0.00309902 0.00271898
internal_count=3121 2548 1483 974 573
is_linear=0
shrinkage=0.1


Tree=8538
num_leaves=8
num_cat=0
split_feature=484 160 52 4 2 15 0
split_gain=3.0189e-05 4.15616e-05 4.36261e-05 4.11639e-05 6.39144e-05 7.13239e-05 3.82297e-05
threshold=0.073690000000000019 -1.0000000180025095e-35 0.10347000000000002 0.24564500000000003 0.10097500000000002 -0.016799999999999995 -0.077999999999999986
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 4 5 -3 -7
right_child=-2 2 -4 -5 -6 6 -8
leaf_value=-0.00041311404386058234 0.00031097486708104693 -0.00036289832994824414 0.00036108083189345072 0.00023909784049055879 -0.00057415705997322577 -5.1858696065966243e-05 0.0004780992349815454
leaf_weight=0.0010182185940046098 0.001047815983963995 0.0014009801399539295 0.0011443744170767352 0.0013821055417242286 0.0010399974837795489 0.0010645419072253708 0.0010293790480701247
leaf_count=613 394 395 203 294 342 656 224
internal_value=0 -4.27702e-05 1.06317e-05 -5.71467e-05 -0.000147433 -2.04509e-05 0.000208671
internal_weight=0 0.0080796 0.00706138 0.005917 0.0045349 0.0034949 0.00209392
internal_count=3121 2727 2114 1911 1617 1275 880
is_linear=0
shrinkage=0.00196078


Tree=8539
num_leaves=7
num_cat=0
split_feature=484 52 15 43 12 0
split_gain=3.34226e-05 1.75056e-05 4.07325e-05 2.3649e-05 6.44648e-05 9.27956e-05
threshold=0.073690000000000019 -1.0000000180025095e-35 -0.053579999999999996 -0.14968999999999996 0.091475000000000015 -0.10224499999999999
decision_type=2 2 2 2 2 2
left_child=1 2 -1 -3 5 -5
right_child=-2 3 -4 4 -6 -7
leaf_value=3.5281962015581084e-05 0.00032926045279646206 0.00028359481201296828 -0.00047919299429410211 -0.00025480382483481889 -0.00043872035545651429 0.00041733149450362957
leaf_weight=0.0013645122078501828 0.0010157067298363865 0.0010108037404205567 0.001044610025345272 0.001509398558079435 0.0011884016342541539 0.0016563025113682591
leaf_count=541 394 157 466 246 559 758
internal_value=0 -4.89473e-05 -0.000187798 1.34037e-05 -4.93211e-05 9.6859e-05
internal_weight=0 0.00777403 0.00240912 0.00536491 0.0043541 0.0031657
internal_count=3121 2727 1007 1720 1563 1004
is_linear=0
shrinkage=0.00196078


Tree=8540
num_leaves=8
num_cat=0
split_feature=484 160 42 151 12 16 1
split_gain=2.83303e-05 5.29554e-05 4.44723e-05 5.7924e-05 5.53449e-05 7.4928e-05 4.97073e-05
threshold=0.073690000000000019 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.0083949999999999979 0.092355000000000007 -0.056919999999999991 0.094385000000000011
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -3 -4 5 6 -5
right_child=-2 2 3 4 -6 -7 -8
leaf_value=-0.00045698377910603414 0.00029878271508494936 -0.00030492738428324078 -0.00030778595016841837 0.00025936331947452683 -0.00015752664807863848 -8.0637152922604518e-05 0.00085411434473028729
leaf_weight=0.0010397935307258546 0.0010477173138984481 0.0013373408244099676 0.0011194268652243858 0.0011552332505836975 0.0012764922847296966 0.0011552390423359179 0.0010149136411158348
leaf_count=613 394 713 297 264 405 256 179
internal_value=0 -4.38682e-05 1.6987e-05 9.22336e-05 0.00018954 0.000322766 0.000537511
internal_weight=0 0.00809844 0.00705865 0.00572131 0.00460188 0.00332539 0.00217015
internal_count=3121 2727 2114 1401 1104 699 443
is_linear=0
shrinkage=0.00196078


Tree=8541
num_leaves=8
num_cat=0
split_feature=50 484 133 42 49 16 1
split_gain=3.25244e-05 5.12055e-05 3.18662e-05 4.57966e-05 4.4908e-05 6.56972e-05 7.2386e-05
threshold=0.079410000000000008 0.065750000000000017 0.091410000000000005 0.090310000000000015 -0.054319999999999993 -0.27167499999999994 0.092390000000000014
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 4 -1 -6 -7
right_child=-2 -3 -4 -5 5 6 -8
leaf_value=-0.00039383141179701611 -0.00032341370541418902 0.00045696689225968676 -0.0003322387484348389 0.00037574829855216738 -0.00036107904992834736 -0.00010831081234571619 0.00053251970433888752
leaf_weight=0.0011119029520094302 0.0010608744221839985 0.0010008310086919931 0.0010490982178145546 0.0012302400338417042 0.0010526272413913795 0.0013387291591861986 0.0013724299525634104
leaf_count=210 609 347 419 363 175 765 233
internal_value=0 4.15553e-05 -1.65516e-05 3.76886e-05 -4.76111e-05 5.46698e-05 0.000216087
internal_weight=0 0.00815586 0.00715503 0.00610593 0.00487569 0.00376379 0.00271116
internal_count=3121 2512 2165 1746 1383 1173 998
is_linear=0
shrinkage=0.00196078


Tree=8542
num_leaves=6
num_cat=0
split_feature=3 52 15 13 16
split_gain=9.3069e-06 1.94613e-05 3.05546e-05 3.21181e-05 4.81642e-05
threshold=0.13524500000000003 -0.11592499999999999 -0.11713499999999999 -0.033284999999999988 -0.070454999999999976
decision_type=2 2 2 2 2
left_child=1 -1 -3 -4 -5
right_child=-2 2 3 4 -6
leaf_value=-0.014312657735111679 0.0080751623736164437 -0.014769104049009888 -0.0079935365501208246 -0.0020526668776801845 0.021701221074465787
leaf_weight=0.0010066893324057156 0.0012030230133581671 0.0010520059109423302 0.0015407571485451963 0.0017710437155106524 0.0016478005869588891
leaf_count=526 192 352 1131 578 342
internal_value=0 -0.00144448 0.000710399 0.00399383 0.00939613
internal_weight=0 0.0070183 0.00601161 0.0049596 0.00341884
internal_count=3121 2929 2403 2051 920
is_linear=0
shrinkage=0.1


Tree=8543
num_leaves=7
num_cat=0
split_feature=15 16 2 48 2 16
split_gain=1.11497e-05 4.28903e-05 4.41118e-05 4.64265e-05 4.63905e-05 3.33293e-05
threshold=-0.15914499999999995 -0.36241499999999999 0.10912000000000001 0.082620000000000013 0.090545000000000014 -0.078844999999999985
decision_type=2 2 2 2 2 2
left_child=-1 -2 3 4 5 -3
right_child=1 2 -4 -5 -6 -7
leaf_value=0.0090993456783591883 -0.020127038675359834 0.013115108810322794 0.019334411450885353 0.016482638274099556 -0.024739367511864289 -0.0094800748781506648
leaf_weight=0.0011468792824093892 0.0010549871190742022 0.0010856338290513242 0.0011512171791477985 0.0010234794012285667 0.0011083693222456339 0.0016374905062347758
leaf_count=351 221 598 370 325 478 778
internal_value=0 -0.00153115 0.00173522 -0.00243792 -0.00749203 -0.000472004
internal_weight=0 0.00706118 0.00600619 0.00485497 0.00383149 0.00272312
internal_count=3121 2770 2549 2179 1854 1376
is_linear=0
shrinkage=0.1


Tree=8544
num_leaves=7
num_cat=0
split_feature=484 160 49 52 4 48
split_gain=3.15416e-05 5.64018e-05 4.48453e-05 4.25659e-05 7.05189e-05 3.43166e-05
threshold=0.073690000000000019 -1.0000000180025095e-35 -0.081404999999999991 0.077655000000000016 0.0052350000000000009 0.091635000000000008
decision_type=2 2 2 2 2 2
left_child=1 -1 -3 4 -4 -6
right_child=-2 2 3 -5 5 -7
leaf_value=-0.00047509156012147689 0.00031647028428302416 0.0003891559714543399 -0.00060151165524904306 0.00018667372020449567 0.00013670283146403303 -0.00030798555436616852
leaf_weight=0.0010347915890198461 0.0010316786780635101 0.0010490660277713429 0.0010531014355380599 0.0019649879866603936 0.0019985966963261877 0.0010015401795408509
leaf_count=613 394 173 788 648 416 89
internal_value=0 -4.75504e-05 1.505e-05 -5.01622e-05 -0.000164979 -1.17482e-05
internal_weight=0 0.00810208 0.00706729 0.00601823 0.00405324 0.00300014
internal_count=3121 2727 2114 1941 1293 505
is_linear=0
shrinkage=0.00196078


Tree=8545
num_leaves=6
num_cat=0
split_feature=4 150 13 0 43
split_gain=1.06025e-05 1.84102e-05 2.86498e-05 2.66558e-05 3.71504e-05
threshold=0.27044500000000005 0.086615000000000011 -0.13710499999999998 -0.10011499999999998 -0.074359999999999996
decision_type=2 2 2 2 2
left_child=1 2 -1 -4 -5
right_child=-2 -3 3 4 -6
leaf_value=-0.014438539107694853 0.0081218684927287215 -0.013910973538324465 0.014164267006482401 0.0081793162502259951 -0.013672157086344068
leaf_weight=0.0010463343710136247 0.0013311129102958298 0.0010364023575073133 0.0016402273022885776 0.0017462371587343886 0.0014032729535293079
leaf_count=130 365 269 297 838 1222
internal_value=0 -0.00162897 0.000552141 0.00382691 -0.00155667
internal_weight=0 0.00687247 0.00583607 0.00478974 0.00314951
internal_count=3121 2756 2487 2357 2060
is_linear=0
shrinkage=0.1


Tree=8546
num_leaves=7
num_cat=0
split_feature=484 1 12 15 2 4
split_gain=2.46733e-05 2.49567e-05 4.33663e-05 4.14278e-05 6.85268e-05 3.89714e-05
threshold=0.073690000000000019 0.12873500000000002 0.10124000000000001 0.088235000000000022 0.089775000000000008 0.033845000000000007
decision_type=2 2 2 2 2 2
left_child=1 2 3 4 -1 -6
right_child=-2 -3 -4 -5 5 -7
leaf_value=-0.00044606059040903202 0.00028874987227253419 0.0002353495089593517 -0.0004546257443394976 0.00031477339313363894 0.00024979814491319843 -0.00020298141396195892
leaf_weight=0.0014785323493413265 0.0010147399154311039 0.0011153438245593396 0.0010156774604227628 0.0011659707663894863 0.0018249766282827479 0.0012190600288426881
leaf_count=953 394 211 332 524 407 300
internal_value=0 -3.62331e-05 -8.14148e-05 -1.47787e-05 -9.9741e-05 6.84713e-05
internal_weight=0 0.00781956 0.00670422 0.00568854 0.00452257 0.00304404
internal_count=3121 2727 2516 2184 1660 707
is_linear=0
shrinkage=0.00196078


Tree=8547
num_leaves=6
num_cat=0
split_feature=0 151 16 1 2
split_gain=1.08876e-05 2.46965e-05 6.40962e-05 5.41467e-05 2.15061e-05
threshold=-0.060129999999999996 -0.0083949999999999979 -0.056919999999999991 0.090405000000000013 0.10097500000000002
decision_type=2 2 2 2 2
left_child=1 -1 3 -3 -2
right_child=4 2 -4 -5 -6
leaf_value=-0.014173105249418004 0.012554928485834555 -0.0088427357918590566 -0.019828645230470527 0.018901935844625309 -0.0054673515776718926
leaf_weight=0.0013817405110895277 0.0016040631486380101 0.0011118283827739014 0.0010634626793394686 0.00191493098192839 0.0011275694715175092
leaf_count=487 262 951 759 351 311
internal_value=0 -0.00261447 0.00129022 0.0087104 0.00511565
internal_weight=0 0.00547196 0.00409022 0.00302676 0.00273163
internal_count=3121 2548 2061 1302 573
is_linear=0
shrinkage=0.1


Tree=8548
num_leaves=6
num_cat=0
split_feature=43 16 0 42 3
split_gain=1.24008e-05 2.11664e-05 3.71432e-05 2.40956e-05 3.97691e-05
threshold=-0.24021999999999996 0.22339500000000004 -0.077999999999999986 0.08623500000000002 0.090900000000000009
decision_type=2 2 2 2 2
left_child=-1 2 3 4 -2
right_child=1 -3 -4 -5 -6
leaf_value=-0.010078787019132982 -0.017674377328918505 -0.011078851064488186 0.016365764291372355 0.011713755236118596 0.0047139163994208986
leaf_weight=0.0010690560808410653 0.0014579162690244137 0.001130321354497049 0.0016968370356646913 0.0010920234450193253 0.0017407852141407296
leaf_count=166 994 414 696 628 223
internal_value=0 0.00147196 0.00384128 -0.00111174 -0.0054903
internal_weight=0 0.00711788 0.00598756 0.00429072 0.0031987
internal_count=3121 2955 2541 1845 1217
is_linear=0
shrinkage=0.1


Tree=8549
num_leaves=6
num_cat=0
split_feature=13 47 16 0 4
split_gain=1.09221e-05 1.93368e-05 3.72199e-05 3.14449e-05 2.21472e-05
threshold=-0.23438999999999996 0.10904500000000002 -0.39185999999999993 -0.11013499999999998 -0.082109999999999975
decision_type=2 2 2 2 2
left_child=-1 2 -2 -4 -5
right_child=1 -3 3 4 -6
leaf_value=0.0095294788027343851 0.017549092867615225 -0.013300512615469592 0.0079629805147955861 -0.00011816633461188824 -0.016875231730333756
leaf_weight=0.0010421902709995788 0.0010916258640851608 0.001150879072365006 0.0017302094897992783 0.0015208937867335396 0.0016383563172120762
leaf_count=169 287 163 260 647 1595
internal_value=0 -0.00143018 0.00085391 -0.00287347 -0.00880822
internal_weight=0 0.00713196 0.00598109 0.00488946 0.00315925
internal_count=3121 2952 2789 2502 2242
is_linear=0
shrinkage=0.1


Tree=8550
num_leaves=8
num_cat=0
split_feature=484 160 151 16 16 12 0
split_gain=2.70083e-05 5.72838e-05 2.98561e-05 5.34766e-05 5.56801e-05 4.17385e-05 8.13332e-05
threshold=0.073690000000000019 -1.0000000180025095e-35 -0.0083949999999999979 -0.056919999999999991 0.38525000000000004 0.090020000000000017 -0.10224499999999999
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -3 5 -5 6 -4
right_child=-2 2 3 4 -6 -7 -8
leaf_value=-0.00047141413912324854 0.00029330523863786836 -0.00025795621642674658 5.0374706623005649e-05 -0.00039832908612140488 0.00020591893436817732 -8.361732109550966e-05 0.00078168907607846473
leaf_weight=0.0010364587474604239 0.0010496172708682793 0.0012101132137834428 0.001283471792507204 0.0013911389918008998 0.0010134391763656123 0.0010687579713056288 0.0010738862702147091
leaf_count=613 394 343 172 339 258 474 528
internal_value=0 -4.10373e-05 2.23173e-05 8.04858e-05 -0.000143661 0.000237801 0.000383522
internal_weight=0 0.00807727 0.00704081 0.00583069 0.00240458 0.00342612 0.00235736
internal_count=3121 2727 2114 1771 597 1174 700
is_linear=0
shrinkage=0.00196078


Tree=8551
num_leaves=5
num_cat=0
split_feature=15 49 0 52
split_gain=1.03822e-05 1.59434e-05 3.48666e-05 4.58522e-05
threshold=-0.11713499999999999 -0.054319999999999993 -0.10011499999999998 0.083680000000000018
decision_type=2 2 2 2
left_child=-1 -2 -3 -4
right_child=1 2 3 -5
leaf_value=-0.0075142834530727747 -0.0076880011557394316 0.015827409944524699 -0.012843260302102429 0.010034522031241165
leaf_weight=0.0015114231088602303 0.0014313122310813109 0.0017322634056481019 0.0017692608997219861 0.0017352947585550075
leaf_count=484 349 276 1221 791
internal_value=0 0.0016651 0.00422146 -0.00151523
internal_weight=0 0.00666813 0.00523682 0.00350456
internal_count=3121 2637 2288 2012
is_linear=0
shrinkage=0.1


Tree=8552
num_leaves=8
num_cat=0
split_feature=484 49 0 52 15 2 16
split_gain=3.22313e-05 2.12728e-05 3.37271e-05 3.86112e-05 3.50683e-05 4.48567e-05 3.07214e-05
threshold=0.064170000000000019 -0.081404999999999991 -0.11756999999999999 -0.016329999999999997 -0.028889999999999996 0.09142500000000002 -0.25582999999999995
decision_type=2 2 2 2 2 2 2
left_child=1 -1 6 -4 -5 -6 -3
right_child=-2 2 3 4 5 -7 -8
leaf_value=0.00020909519926565106 0.00033134158248845056 -0.00052049098855645856 -0.00032694330677510782 0.00039881886245715176 -0.00031853812273187977 0.00022317546562073141 -4.9514031644670575e-05
leaf_weight=0.0011052154240112789 0.0010008324043988088 0.0010781371248615584 0.0010030510226274529 0.0011018203975211049 0.0010831769062414533 0.0012847342515779608 0.0010520890892777015
leaf_count=213 406 161 630 471 795 265 180
internal_value=0 -4.26797e-05 -8.48219e-05 1.18883e-05 0.00010984 -2.46259e-05 -0.000287882
internal_weight=0 0.00770822 0.00660301 0.00447278 0.00346973 0.00236791 0.00213023
internal_count=3121 2715 2502 2161 1531 1060 341
is_linear=0
shrinkage=0.00196078


Tree=8553
num_leaves=6
num_cat=0
split_feature=52 52 15 2 15
split_gain=1.11815e-05 2.16685e-05 1.75583e-05 3.73744e-05 2.59636e-05
threshold=-0.081429999999999989 -0.0064899999999999992 -0.11713499999999999 0.10097500000000002 0.084050000000000014
decision_type=2 2 2 2 2
left_child=-1 -2 -3 4 -4
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leaf_value=0.007018675134350518 -0.014278132744502481 -0.010613856310251805 0.017893460949555722 -0.0097807053114720467 -0.0019773664446076336
leaf_weight=0.0017661065835101247 0.0011690822337843991 0.0010755961335334836 0.0017343594960845296 0.0013748432909540301 0.0010590986673545122
leaf_count=771 438 330 464 297 821
internal_value=0 -0.00196726 0.000777343 0.00371675 0.0103597
internal_weight=0 0.00641298 0.0052439 0.0041683 0.00279346
internal_count=3121 2350 1912 1582 1285
is_linear=0
shrinkage=0.1


Tree=8554
num_leaves=8
num_cat=0
split_feature=484 160 49 52 4 2 16
split_gain=3.85065e-05 4.52177e-05 4.21261e-05 4.18174e-05 5.70357e-05 3.62185e-05 9.1541e-06
threshold=0.073690000000000019 -1.0000000180025095e-35 -0.081404999999999991 0.077655000000000016 0.0052350000000000009 0.10803500000000001 0.052820000000000013
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -3 4 -4 -6 -5
right_child=-2 2 3 6 5 -7 -8
leaf_value=-0.00042968190420075811 0.00034692710281840534 0.00036950073188229146 -0.00056376028973256244 0.00030723889487604088 0.00012318804449258129 -0.00033010675624307835 4.2661564372448349e-05
leaf_weight=0.0010512695168637442 0.0010611960850070322 0.0010455051137784168 0.0010539658359866688 0.0010017390201310719 0.001961181028945953 0.0010355056183549453 0.0010093733181404359
leaf_count=613 394 173 788 597 293 212 51
internal_value=0 -5.0129e-05 6.01245e-06 -5.66803e-05 -0.000171433 -3.34481e-05 0.000174448
internal_weight=0 0.00815854 0.00710727 0.00606176 0.00405065 0.00299669 0.00201111
internal_count=3121 2727 2114 1941 1293 505 648
is_linear=0
shrinkage=0.00196078


Tree=8555
num_leaves=7
num_cat=0
split_feature=484 1 2 48 15 43
split_gain=3.03018e-05 2.62913e-05 3.4666e-05 6.51407e-05 5.30936e-05 3.69632e-05
threshold=0.073690000000000019 0.12408500000000001 0.11389000000000002 0.08975000000000001 0.088235000000000022 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2
left_child=1 2 3 4 5 -1
right_child=-2 -3 -4 -5 -6 -7
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leaf_weight=0.0012901170177196169 0.0010064453482620918 0.0012625399938722068 0.001177965373661877 0.0010563870771406574 0.0010758370051557335 0.0019413659032692719
leaf_count=965 394 242 294 253 581 392
internal_value=0 -4.70309e-05 -9.70285e-05 -3.0137e-05 -0.000137149 -0.000262758
internal_weight=0 0.00780421 0.00654167 0.00536371 0.00430732 0.00323148
internal_count=3121 2727 2485 2191 1938 1357
is_linear=0
shrinkage=0.00196078


Tree=8556
num_leaves=7
num_cat=0
split_feature=2 13 42 43 0 15
split_gain=1.03833e-05 2.18821e-05 2.15241e-05 3.00423e-05 3.98517e-05 1.47306e-05
threshold=0.099185000000000009 -0.08971999999999998 -0.088249999999999981 -0.072864999999999985 -0.13027499999999997 -0.074054999999999996
decision_type=2 2 2 2 2 2
left_child=2 -2 -1 -4 -5 -3
right_child=1 5 3 4 -6 -7
leaf_value=0.0099317159598566185 0.014858995739732617 0.0072164830636213713 0.0059919998642019925 0.0021640027492297264 -0.023640691366320788 -0.0090827887093633489
leaf_weight=0.0010020908456221129 0.0012270029897184171 0.0010074571707337735 0.0012593916073748031 0.0010192696995418651 0.0014496863052209266 0.0012331913824020341
leaf_count=318 200 308 786 152 946 411
internal_value=0 0.00412426 -0.00307945 -0.00657654 -0.0129876 -0.00175419
internal_weight=0 0.00346765 0.00473044 0.00372835 0.00246896 0.00224065
internal_count=3121 919 2202 1884 1098 719
is_linear=0
shrinkage=0.1


Tree=8557
num_leaves=7
num_cat=0
split_feature=43 4 0 151 16 1
split_gain=1.02391e-05 2.06642e-05 3.60634e-05 2.99728e-05 4.64937e-05 3.02203e-05
threshold=-0.24021999999999996 -0.35136499999999998 -0.061629999999999997 -0.0083949999999999979 -0.078844999999999985 0.090405000000000013
decision_type=2 2 2 2 2 2
left_child=-1 -2 3 -3 5 -5
right_child=1 2 -4 4 -6 -7
leaf_value=-0.0091778597872031568 -0.010999556145318279 -0.01273011428935881 0.020952029289427104 0.0016837217018461194 -0.0086107508605639052 0.025447486519308216
leaf_weight=0.0010644440593498977 0.0011402668996500316 0.0013183174644187177 0.0010065426200784669 0.0010078491425957697 0.0015065577970529392 0.0011409616491036526
leaf_count=166 225 465 326 733 957 249
internal_value=0 0.00133745 0.00368978 0.000196357 0.00485832 0.0143017
internal_weight=0 0.0071205 0.00598023 0.00497369 0.00365537 0.00214881
internal_count=3121 2955 2730 2404 1939 982
is_linear=0
shrinkage=0.1


Tree=8558
num_leaves=7
num_cat=0
split_feature=52 160 2 52 2 3
split_gain=1.02904e-05 4.25475e-05 2.55678e-05 2.4863e-05 6.48298e-05 5.54018e-05
threshold=-0.046924999999999988 -1.0000000180025095e-35 0.089885000000000007 0.10347000000000002 0.10613000000000002 -0.059315
decision_type=2 2 2 2 2 2
left_child=2 -2 -1 4 5 -3
right_child=1 3 -4 -5 -6 -7
leaf_value=-0.0063649006463677134 -0.020656594463062977 -0.005542769631430489 0.014024706421840259 0.015551801712463766 -0.022565755351442576 0.024727119130691914
leaf_weight=0.0010749965128965741 0.0010406741495928972 0.0015001097227976838 0.0014372431778135767 0.001014851115724746 0.0010876404970414587 0.0010129274815832078
leaf_count=404 743 858 549 204 210 153
internal_value=0 -0.00239126 0.00529992 0.00172707 -0.00216943 0.00665809
internal_weight=0 0.0056562 0.00251224 0.00461553 0.00360068 0.00251304
internal_count=3121 2168 953 1425 1221 1011
is_linear=0
shrinkage=0.1


Tree=8559
num_leaves=7
num_cat=0
split_feature=484 160 4 15 52 3
split_gain=3.81927e-05 3.51493e-05 4.51839e-05 2.9743e-05 5.0053e-05 8.97047e-05
threshold=0.073690000000000019 -1.0000000180025095e-35 0.27044500000000005 0.088235000000000022 0.096795000000000006 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2
left_child=1 -1 3 4 5 -3
right_child=-2 2 -4 -5 -6 -7
leaf_value=-0.00039511584993530153 0.00033513158323430375 -0.00062868836940175189 0.00037257721623627343 0.00017181188666074728 0.00019262975657365641 1.0389467506994553e-05
leaf_weight=0.0010388868979058974 0.0010740977270460887 0.0015079975033021106 0.0010216891619732604 0.0014530010333191849 0.0012130828705647981 0.0019190569143691114
leaf_count=613 394 1051 258 535 107 163
internal_value=0 -5.82098e-05 -9.01578e-06 -7.30008e-05 -0.000149661 -0.000270822
internal_weight=0 0.00815371 0.00711483 0.00609314 0.00464014 0.00342705
internal_count=3121 2727 2114 1856 1321 1214
is_linear=0
shrinkage=0.00196078


Tree=8560
num_leaves=6
num_cat=0
split_feature=0 47 3 13 4
split_gain=9.74848e-06 2.55426e-05 4.54449e-05 3.73629e-05 1.81198e-05
threshold=-0.060129999999999996 0.087235000000000021 0.090900000000000009 -0.012549999999999997 -0.35136499999999998
decision_type=2 2 2 2 2
left_child=1 2 3 -1 -2
right_child=4 -3 -4 -5 -6
leaf_value=0.0046317841871056 -0.0036014931231812411 -0.01362845476030379 0.016928412326426272 -0.019390263778336633 0.012707141229334543
leaf_weight=0.0014843489099961866 0.0013156521098560453 0.0014917468730978375 0.0013131064633457291 0.0011484015326442248 0.0014128818708307755
leaf_count=1335 227 309 199 705 346
internal_value=0 -0.00248161 0.0017325 -0.00584659 0.0048434
internal_weight=0 0.0054376 0.00394586 0.00263275 0.00272853
internal_count=3121 2548 2239 2040 573
is_linear=0
shrinkage=0.1


Tree=8561
num_leaves=7
num_cat=0
split_feature=484 160 49 52 4 13
split_gain=4.08234e-05 3.71364e-05 4.42047e-05 3.12681e-05 5.499e-05 4.30843e-05
threshold=0.073690000000000019 -1.0000000180025095e-35 -0.081404999999999991 0.077655000000000016 0.0052350000000000009 -0.013304999999999999
decision_type=2 2 2 2 2 2
left_child=1 -1 -3 4 -4 -6
right_child=-2 2 3 -5 5 -7
leaf_value=-0.00039886001020531225 0.0003565156597730776 0.00037259093463366745 -0.0005533777117604664 0.00013433707111158933 -0.00033783721469929633 0.00014904407625957643
leaf_weight=0.0010514670934189492 0.0010459124216752316 0.001024969238284836 0.0010476040155021132 0.001974310951646934 0.0011104577381030286 0.0018847946496700181
leaf_count=613 394 173 788 648 289 216
internal_value=0 -5.51334e-05 -3.81131e-06 -6.7928e-05 -0.000166703 -3.14619e-05
internal_weight=0 0.0080936 0.00704214 0.00601717 0.00404286 0.00299525
internal_count=3121 2727 2114 1941 1293 505
is_linear=0
shrinkage=0.00196078


Tree=8562
num_leaves=5
num_cat=0
split_feature=52 15 1 3
split_gain=1.00436e-05 3.08191e-05 6.62117e-05 5.54778e-05
threshold=0.11434500000000002 -0.016799999999999995 0.11181500000000001 -0.063074999999999978
decision_type=2 2 2 2
left_child=1 2 -1 -3
right_child=-2 3 -4 -5
leaf_value=0.0071574610478522815 -0.0083797029727928404 -0.0028216210678261434 -0.020554593841880322 0.022794892452660517
leaf_weight=0.0019347988439750244 0.0012265154534734845 0.0019770511758611378 0.0015552019290832706 0.0014770569527393705
leaf_count=882 501 1182 333 223
internal_value=0 0.00143612 -0.00519149 0.0081326
internal_weight=0 0.00694411 0.00349 0.00345411
internal_count=3121 2620 1215 1405
is_linear=0
shrinkage=0.1


Tree=8563
num_leaves=6
num_cat=0
split_feature=4 4 3 12 16
split_gain=1.0647e-05 1.77101e-05 3.46311e-05 2.33904e-05 1.60995e-05
threshold=0.27044500000000005 0.055260000000000011 0.10299500000000002 0.084225000000000008 -0.029084999999999996
decision_type=2 2 2 2 2
left_child=1 2 3 4 -1
right_child=-2 -3 -4 -5 -6
leaf_value=0.012994255163779013 0.0081768951857409729 -0.0099048094701421792 0.016672599612886928 -0.011623286901810109 -0.0046882160985345254
leaf_weight=0.0010255399088345905 0.0013231755829733478 0.001874065274115524 0.0011549259914079802 0.0017433686508705848 0.0010341070217578326
leaf_count=183 365 340 139 1726 368
internal_value=0 -0.00162358 0.00150666 -0.00309903 0.00411624
internal_weight=0 0.00683201 0.00495794 0.00380302 0.00205965
internal_count=3121 2756 2416 2277 551
is_linear=0
shrinkage=0.1


Tree=8564
num_leaves=7
num_cat=0
split_feature=51 160 43 15 3 16
split_gain=1.03929e-05 2.0356e-05 3.44527e-05 3.54039e-05 2.72735e-05 2.67193e-06
threshold=0.087505000000000013 -0.027994999999999996 -0.15323999999999996 0.082685000000000022 -0.0087149999999999988 -0.078464999999999993
decision_type=2 2 2 2 2 2
left_child=1 -1 -3 4 -4 -6
right_child=-2 2 3 -5 5 -7
leaf_value=0.012814013494406598 -0.008611451888007101 0.014205211727936077 -0.020880438017215907 0.010931090733821302 -0.0063941177664238224 0.00081687375338086862
leaf_weight=0.0012858737500355856 0.0012028606112121747 0.0011642773678204833 0.0013816192905943582 0.0010545274365389968 0.0010067227974833188 0.0010495645279916962
leaf_count=691 435 178 750 771 173 123
internal_value=0 0.00145689 -0.00112479 -0.00509778 -0.0100144 -0.0027135
internal_weight=0 0.00694259 0.00565671 0.00449243 0.00343791 0.00205629
internal_count=3121 2686 1995 1817 1046 296
is_linear=0
shrinkage=0.1


Tree=8565
num_leaves=6
num_cat=0
split_feature=4 0 42 43 0
split_gain=9.63546e-06 1.70929e-05 1.91885e-05 3.26012e-05 4.30999e-05
threshold=0.27044500000000005 -0.14920999999999998 0.091545000000000015 0.07827000000000002 -0.083914999999999976
decision_type=2 2 2 2 2
left_child=1 -1 3 4 -3
right_child=-2 2 -4 -5 -6
leaf_value=-0.011511762476427967 0.0077962611031787213 0.01233370867453247 -0.011246242192137795 0.019202413216489689 -0.010645373760430793
leaf_weight=0.0013730583077613224 0.0013189117741997424 0.001410113426740551 0.0010394163825950126 0.0010535135340905178 0.0019380309317253278
leaf_count=176 365 893 562 201 924
internal_value=0 -0.00154165 0.000974318 0.00386011 -0.000967442
internal_weight=0 0.00681413 0.00544107 0.00440166 0.00334814
internal_count=3121 2756 2580 2018 1817
is_linear=0
shrinkage=0.1


Tree=8566
num_leaves=7
num_cat=0
split_feature=484 42 0 43 2 49
split_gain=2.77752e-05 3.05426e-05 3.89908e-05 3.5389e-05 5.74971e-05 3.40235e-05
threshold=0.073690000000000019 -1.0000000180025095e-35 -0.11756999999999999 -0.067199999999999996 0.09142500000000002 -0.026779999999999995
decision_type=2 2 2 2 2 2
left_child=1 -1 5 -4 -5 -3
right_child=-2 2 3 4 -6 -7
leaf_value=-0.00030184234468822152 0.00029776742371190031 0.0001000537791622721 0.00037751735875919261 -0.000353943698063707 0.00026810108299682618 -0.00035824776503615022
leaf_weight=0.0014535300157748022 0.0010258241397676478 0.0010472760121729295 0.0014727721768261928 0.0010376732954636872 0.001271118466358813 0.0015364745434006963
leaf_count=806 394 141 711 459 385 225
internal_value=0 -4.53883e-05 1.31734e-05 0.000140023 -1.14734e-05 -0.000172484
internal_weight=0 0.00781884 0.00636531 0.00378156 0.00230879 0.00258375
internal_count=3121 2727 1921 1555 844 366
is_linear=0
shrinkage=0.00196078


Tree=8567
num_leaves=6
num_cat=0
split_feature=0 1 47 13 2
split_gain=8.86603e-06 2.00634e-05 2.93851e-05 3.8286e-05 1.92326e-05
threshold=-0.060129999999999996 0.077565000000000009 0.087235000000000021 -0.00096999999999999983 0.10097500000000002
decision_type=2 2 2 2 2
left_child=1 -1 3 -3 -2
right_child=4 2 -4 -5 -6
leaf_value=-0.014259277482611566 0.011696493043191368 0.022306929839740239 -0.010751705684791727 -0.0019757036225653314 -0.0053810035222683315
leaf_weight=0.001124307574981236 0.0015938857490475718 0.0010103956977748872 0.0014640691356866673 0.0018168638167367986 0.001124869676323766
leaf_count=1457 262 595 233 263 311
internal_value=0 -0.00236792 0.000747554 0.00670234 0.00463078
internal_weight=0 0.00541564 0.00429133 0.00282726 0.00271876
internal_count=3121 2548 1091 858 573
is_linear=0
shrinkage=0.1


Tree=8568
num_leaves=8
num_cat=0
split_feature=50 484 133 42 0 2 16
split_gain=3.57096e-05 3.95064e-05 3.09544e-05 5.74847e-05 5.04074e-05 4.00736e-05 4.59828e-05
threshold=0.079410000000000008 0.041405000000000004 0.091410000000000005 0.090310000000000015 -0.019414999999999998 0.089775000000000008 -0.23935499999999996
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 4 5 -1 -7
right_child=-2 -3 -4 -5 -6 6 -8
leaf_value=-0.00040754373915313091 -0.00034589833700617007 0.00040589925435129571 -0.00032518706869020083 0.0004292849486028981 0.00033126232166069198 -0.00030223680856667059 0.00026661773107645851
leaf_weight=0.0014954817108888828 0.0010319644697510425 0.0010013929575701059 0.0010255602666372722 0.0011885372684606078 0.0010267189022730248 0.0010007617265016678 0.001203126744987075
leaf_count=672 609 380 415 356 193 146 350
internal_value=0 4.18221e-05 -1.07102e-05 4.38182e-05 -5.31207e-05 -0.000159802 8.30709e-06
internal_weight=0 0.00794158 0.00694019 0.00591463 0.00472609 0.00369937 0.00220389
internal_count=3121 2512 2132 1717 1361 1168 496
is_linear=0
shrinkage=0.00196078


Tree=8569
num_leaves=7
num_cat=0
split_feature=484 49 52 4 0 4
split_gain=2.95495e-05 1.95977e-05 3.97485e-05 5.58899e-05 6.14348e-05 1.8564e-05
threshold=0.065750000000000017 -0.081404999999999991 0.070205000000000017 0.053180000000000012 -0.11756999999999999 -0.16363499999999997
decision_type=2 2 2 2 2 2
left_child=1 -1 3 -3 -5 -4
right_child=-2 2 5 4 -6 -7
leaf_value=0.00019695148501370881 0.00031227211458062309 -0.00045928132541368506 0.00031747018482227839 -0.00035094396340473532 0.00026753647389012194 -3.9216446495705546e-05
leaf_weight=0.0010937179496750028 0.0010001388669486242 0.0018107399017940093 0.0010348917375854292 0.0011103064015630323 0.0013911358673324109 0.0012250815394153215
leaf_count=213 402 1098 62 156 358 832
internal_value=0 -4.60745e-05 -8.65182e-05 -0.000196911 -6.98627e-06 0.000124118
internal_weight=0 0.00766587 0.00657216 0.00431218 0.00250144 0.00225997
internal_count=3121 2719 2506 1612 514 894
is_linear=0
shrinkage=0.00196078


Tree=8570
num_leaves=6
num_cat=0
split_feature=47 13 1 15 13
split_gain=9.57706e-06 2.04677e-05 3.58205e-05 7.69775e-05 2.43197e-05
threshold=0.09550500000000002 -0.13710499999999998 0.095285000000000022 -0.0063699999999999989 -0.0034749999999999994
decision_type=2 2 2 2 2
left_child=1 -1 3 -3 -5
right_child=-2 2 -4 4 -6
leaf_value=-0.014038997243498764 0.006443798703089274 -0.028207611347747377 0.011981735659290694 0.014762424000310848 -0.0055515861688139184
leaf_weight=0.0011318544906056211 0.0017844131166606459 0.0010248328098043905 0.0018494640589970545 0.0011803948281882604 0.0011769743862737926
leaf_count=227 314 830 580 821 349
internal_value=0 -0.00184599 0.000791931 -0.00532691 0.00462016
internal_weight=0 0.00636352 0.00523167 0.0033822 0.00235737
internal_count=3121 2807 2580 2000 1170
is_linear=0
shrinkage=0.1


Tree=8571
num_leaves=7
num_cat=0
split_feature=457 15 43 3 52 2
split_gain=1.0624e-05 2.39428e-05 2.50931e-05 5.14858e-05 3.37332e-05 3.60438e-05
threshold=0.045365000000000009 0.088655000000000025 -0.04890499999999999 -0.07908999999999998 0.077655000000000016 0.10467500000000002
decision_type=2 2 2 2 2 2
left_child=1 2 3 -1 5 -4
right_child=-2 -3 4 -5 -6 -7
leaf_value=-0.0044225842905837856 0.0094333055723818393 -0.015692882986208433 -0.021930174501774639 0.026103083428403895 0.0093203373840546801 0.0017419052278620411
leaf_weight=0.0012204195339759678 0.0010355485099495815 0.0010070232302416982 0.0013350120807595377 0.0010096295903437552 0.0012831552391243603 0.0012412660721798691
leaf_count=712 289 662 408 362 410 278
internal_value=0 -0.00140936 0.000952724 0.00939757 -0.00392686 -0.0105248
internal_weight=0 0.00709651 0.00608948 0.00223005 0.00385943 0.00257628
internal_count=3121 2832 2170 1074 1096 686
is_linear=0
shrinkage=0.1


Tree=8572
num_leaves=7
num_cat=0
split_feature=42 0 160 49 2 12
split_gain=1.17242e-05 1.86886e-05 2.86182e-05 3.21736e-05 4.4734e-05 1.25696e-05
threshold=-1.0000000180025095e-35 -0.060129999999999996 -1.0000000180025095e-35 -0.047584999999999995 0.10444500000000002 0.09202500000000001
decision_type=2 2 2 2 2 2
left_child=-1 2 -2 -4 -5 -3
right_child=1 5 3 4 -6 -7
leaf_value=-0.008312573137713582 -0.016240232656693096 0.0018752727353325768 0.017275165282600181 -0.014566486223332946 0.012276817459485825 0.01758215023863028
leaf_weight=0.0014105217089860128 0.0010572903418230349 0.0010218432129462723 0.0010431729247363979 0.0015131260235895069 0.0010527528905536672 0.0010161589885181637
leaf_count=862 701 274 190 688 196 210
internal_value=0 0.00171775 -0.00177144 0.00246727 -0.00355296 0.00970681
internal_weight=0 0.00670434 0.00466634 0.00360905 0.00256588 0.002038
internal_count=3121 2259 1775 1074 884 484
is_linear=0
shrinkage=0.1


Tree=8573
num_leaves=7
num_cat=0
split_feature=484 15 133 3 16 2
split_gain=2.62045e-05 2.40177e-05 3.65782e-05 4.61937e-05 5.30223e-05 4.40654e-05
threshold=0.056480000000000009 0.088235000000000022 1.0000000180025095e-35 -0.10519499999999998 -0.25582999999999995 0.089885000000000007
decision_type=2 2 2 2 2 2
left_child=1 2 3 -1 -5 -6
right_child=-2 -3 -4 4 5 -7
leaf_value=0.00032896701112120416 0.00029520773945311963 0.00018842123354685281 -0.00042760657856957595 -0.00050310520353509948 -0.00022785220485638331 0.00024794960993497478
leaf_weight=0.0011031636120972963 0.0010010314805362344 0.0014132421628166181 0.0010540402169743812 0.0010488328157526546 0.0015020260524889033 0.0014914152243907599
leaf_count=216 419 659 682 172 600 373
internal_value=0 -4.22507e-05 -9.4835e-05 -2.66669e-05 -0.000123722 9.20542e-06
internal_weight=0 0.00761272 0.00619948 0.00514544 0.00404227 0.00299344
internal_count=3121 2702 2043 1361 1145 973
is_linear=0
shrinkage=0.00196078


Tree=8574
num_leaves=7
num_cat=0
split_feature=484 160 4 15 52 0
split_gain=2.72574e-05 4.3111e-05 3.56111e-05 2.92914e-05 5.3302e-05 7.34854e-05
threshold=0.073690000000000019 -1.0000000180025095e-35 0.26790000000000008 0.088235000000000022 0.096795000000000006 -0.10151999999999999
decision_type=2 2 2 2 2 2
left_child=1 -1 3 4 5 -3
right_child=-2 2 -4 -5 -6 -7
leaf_value=-0.00041778340986740409 0.00029269318304148882 1.6219995659553182e-05 0.00035245267247931692 0.00020054853104294211 0.00023413021337390932 -0.00057055405251154961
leaf_weight=0.0010295473787270892 0.0010500360740489977 0.0018016152070385962 0.0010103344664892534 0.0014104854633829782 0.0011815057971183438 0.0015069337082350893
leaf_count=613 394 216 269 535 107 987
internal_value=0 -4.34613e-05 1.23034e-05 -4.59395e-05 -0.00012337 -0.000251036
internal_weight=0 0.00794042 0.00691087 0.00590054 0.00449005 0.00330855
internal_count=3121 2727 2114 1845 1310 1203
is_linear=0
shrinkage=0.00196078


Tree=8575
num_leaves=6
num_cat=0
split_feature=52 15 3 3 1
split_gain=1.05202e-05 2.49795e-05 6.70988e-05 4.16701e-05 3.47969e-05
threshold=0.11434500000000002 -0.016799999999999995 0.10542000000000001 -0.063074999999999978 0.094385000000000011
decision_type=2 2 2 2 2
left_child=1 2 4 -3 -1
right_child=-2 3 -4 -5 -6
leaf_value=-0.0074905308959156763 -0.00856595700431214 -0.0019717253398731116 -0.024416253592488876 0.020306172668894548 0.016963378424993163
leaf_weight=0.0011198685330668467 0.0012256443742159305 0.001967271389305564 0.0011368197220610514 0.0014647388417819915 0.0012112924504087967
leaf_count=679 501 1182 159 223 377
internal_value=0 0.00148792 -0.00449762 0.0075362 0.00521594
internal_weight=0 0.00689999 0.00346798 0.00343201 0.00233116
internal_count=3121 2620 1215 1405 1056
is_linear=0
shrinkage=0.1


Tree=8576
num_leaves=7
num_cat=0
split_feature=131 15 151 47 1 12
split_gain=2.80315e-05 2.52167e-05 3.39236e-05 4.52037e-05 6.98636e-05 4.31454e-05
threshold=0.084390000000000007 -0.11713499999999999 -0.024429999999999997 0.092165000000000011 0.088485000000000022 0.088305000000000008
decision_type=2 2 2 2 2 2
left_child=1 -1 -3 4 5 -4
right_child=-2 2 3 -5 -6 -7
leaf_value=-0.00019041763632666171 -0.00031123994186757134 0.00039555436384802213 -0.0001756572809766938 0.00039090110994627287 -0.00046279652180126779 0.0002991942702360194
leaf_weight=0.0015281323689763883 0.0010083001742282683 0.0011461792708739385 0.0012952105705659033 0.001032600888683656 0.0012182174594928723 0.0017028654081101754
leaf_count=405 492 391 672 96 380 685
internal_value=0 3.58725e-05 8.99456e-05 2.32111e-05 -6.68389e-05 9.40518e-05
internal_weight=0 0.00792321 0.00639507 0.00524889 0.00421629 0.00299808
internal_count=3121 2629 2224 1833 1737 1357
is_linear=0
shrinkage=0.00196078


Tree=8577
num_leaves=7
num_cat=0
split_feature=484 12 15 51 16 43
split_gain=2.76911e-05 2.3785e-05 3.84298e-05 4.66308e-05 6.05776e-05 3.10732e-05
threshold=0.073690000000000019 0.10388500000000002 0.088235000000000022 0.081440000000000026 -0.059624999999999991 -0.074974999999999986
decision_type=2 2 2 2 2 2
left_child=1 2 3 4 -1 -6
right_child=-2 -3 -4 -5 5 -7
leaf_value=-0.00044126626290588809 0.00030157269732032605 -0.00031970383527433631 0.00030839620793944329 0.00026500959997162877 -0.00021388039316733192 0.00023940893247779559
leaf_weight=0.0018139969379265086 0.0010019846396527457 0.0010466625224957553 0.0012476750587658222 0.0012113673597865474 0.0010559442308180616 0.0012938457365403533
leaf_count=785 394 322 552 308 411 349
internal_value=0 -4.50308e-05 -1.62181e-06 -7.35829e-05 -0.000172089 3.57106e-05
internal_weight=0 0.00766949 0.00662283 0.00537515 0.00416379 0.00234979
internal_count=3121 2727 2405 1853 1545 760
is_linear=0
shrinkage=0.00196078


Tree=8578
num_leaves=6
num_cat=0
split_feature=51 43 12 15 4
split_gain=1.11911e-05 1.98333e-05 3.95974e-05 2.90254e-05 4.78323e-05
threshold=-0.076794999999999988 -0.15323999999999996 0.092355000000000007 -0.10653 -0.0029599999999999995
decision_type=2 2 2 2 2
left_child=-1 -2 3 -3 -5
right_child=1 2 -4 4 -6
leaf_value=-0.0082673008472367686 0.01414613999547815 0.017528481589527939 -0.016915634462070863 0.010889679270572886 -0.012898821489117454
leaf_weight=0.0013718312713200077 0.0010676307088466437 0.0011210142109326876 0.0011916880870844956 0.0016855619425293681 0.0016954794532424552
leaf_count=537 223 361 630 1023 347
internal_value=0 0.00163871 -0.000706555 0.00358397 -0.00103946
internal_weight=0 0.00676137 0.00569374 0.00450206 0.00338104
internal_count=3121 2584 2361 1731 1370
is_linear=0
shrinkage=0.1


Tree=8579
num_leaves=6
num_cat=0
split_feature=42 16 52 13 0
split_gain=1.09692e-05 1.55873e-05 2.47753e-05 4.42151e-05 3.32778e-05
threshold=-1.0000000180025095e-35 -0.36241499999999999 -0.0064899999999999992 -0.086589999999999986 -0.14051499999999997
decision_type=2 2 2 2 2
left_child=-1 -2 4 -4 -3
right_child=1 2 3 -5 -6
leaf_value=-0.0080456587077373156 -0.0073456562911237769 -0.016570953007489658 -0.0056541137150896001 0.020320957263797665 0.0071207281866118022
leaf_weight=0.001410320063447607 0.0014949022694500467 0.0010499319410195794 0.0010451567299593165 0.0017569611682640175 0.0013619241870883975
leaf_count=862 340 138 307 620 854
internal_value=0 0.00165634 0.00423731 0.0106326 -0.00319276
internal_weight=0 0.00670888 0.00521397 0.00280212 0.00241186
internal_count=3121 2259 1919 927 992
is_linear=0
shrinkage=0.1


Tree=8580
num_leaves=7
num_cat=0
split_feature=484 49 52 15 15 43
split_gain=2.78493e-05 2.45292e-05 3.23699e-05 6.79766e-05 6.70994e-05 2.67341e-05
threshold=0.049355000000000003 -0.081404999999999991 -0.07167999999999998 -0.11713499999999999 -0.031204999999999997 -0.0037449999999999996
decision_type=2 2 2 2 2 2
left_child=1 -1 -3 -4 -5 -6
right_child=-2 2 3 4 5 -7
leaf_value=0.00022415864705689113 0.00030174471242611002 -0.0003825918002503921 -0.00044229052310769808 0.00046828580073932389 -0.00031287816603980435 7.5737908793332807e-05
leaf_weight=0.0011040573148222528 0.0010010673638261875 0.0012012657158212339 0.0011758041824105978 0.0012649270709104332 0.0011053063419399125 0.0017711858553257497
leaf_count=213 431 583 317 405 717 455
internal_value=0 -4.61119e-05 -9.18885e-05 -2.62129e-05 9.19171e-05 -7.35897e-05
internal_weight=0 0.00762255 0.00651849 0.00531722 0.00414142 0.00287649
internal_count=3121 2690 2477 1894 1577 1172
is_linear=0
shrinkage=0.00196078


Tree=8581
num_leaves=6
num_cat=0
split_feature=457 52 0 4 16
split_gain=1.15942e-05 2.20735e-05 2.97342e-05 2.72797e-05 1.93601e-05
threshold=0.045365000000000009 0.11434500000000002 -0.084269999999999984 -0.35136499999999998 -0.15241499999999997
decision_type=2 2 2 2 2
left_child=1 2 4 -4 -1
right_child=-2 -3 3 -5 -6
leaf_value=0.0014412714848503361 0.0098588167573921571 -0.01429925198798212 -0.0046840635978851229 0.015071528202718105 -0.014847175348660833
leaf_weight=0.001550198160867568 0.0010344788974277286 0.0011282883119009355 0.0010964324642737159 0.0019281854790486729 0.0013786742135375313
leaf_count=246 289 489 185 1074 838
internal_value=0 -0.00147476 0.000955705 0.00791007 -0.006226
internal_weight=0 0.00708178 0.00595349 0.00302462 0.00292887
internal_count=3121 2832 2343 1259 1084
is_linear=0
shrinkage=0.1


Tree=8582
num_leaves=6
num_cat=0
split_feature=43 16 2 2 2
split_gain=1.15398e-05 2.56821e-05 2.7401e-05 7.80274e-05 2.56865e-05
threshold=-0.24021999999999996 0.22339500000000004 0.099185000000000009 0.11389000000000002 0.084245000000000014
decision_type=2 2 2 2 2
left_child=-1 2 4 -4 -2
right_child=1 -3 3 -5 -6
leaf_value=-0.0097696943857289355 0.0073821084000808869 -0.012399903992149358 0.031577273937363294 -0.0035761375530788553 -0.010140147154445308
leaf_weight=0.001057227315712098 0.0015832436904156719 0.0011273274217663007 0.0011252752072908115 0.0014386787019132971 0.0017740521729803778
leaf_count=166 800 414 273 362 1106
internal_value=0 0.00143405 0.00406785 0.0118521 -0.00187695
internal_weight=0 0.00704858 0.00592125 0.00256395 0.0033573
internal_count=3121 2955 2541 635 1906
is_linear=0
shrinkage=0.1


Tree=8583
num_leaves=7
num_cat=0
split_feature=131 43 133 160 16 0
split_gain=9.74291e-06 3.15511e-05 5.93374e-05 4.65385e-05 4.41168e-05 3.25436e-05
threshold=0.07635500000000002 -0.096754999999999994 0.076280000000000014 -0.063384999999999983 -0.056919999999999991 -0.20211999999999997
decision_type=2 2 2 2 2 2
left_child=1 -1 3 -3 5 -5
right_child=-2 2 -4 4 -6 -7
leaf_value=-0.012437853659409416 -0.0092588274481594356 0.017770758728844222 0.02614462863211002 -0.012488348059126148 -0.022953620385153087 0.010607883582059385
leaf_weight=0.0013557482331841434 0.0010008199585572024 0.001096771374196549 0.0010393877768653508 0.0010165136539605733 0.0010547621057151527 0.0015258087399596097
leaf_count=309 525 315 803 95 386 688
internal_value=0 0.00128124 0.00452541 -0.000261858 -0.0057601 0.00137316
internal_weight=0 0.00708899 0.00573324 0.00469386 0.00359708 0.00254232
internal_count=3121 2596 2287 1484 1169 783
is_linear=0
shrinkage=0.1


Tree=8584
num_leaves=7
num_cat=0
split_feature=457 15 16 12 0 1
split_gain=1.0175e-05 2.14784e-05 2.3594e-05 2.89934e-05 3.89592e-05 2.94741e-05
threshold=0.069910000000000014 0.088655000000000025 -0.45661999999999997 0.051320000000000005 -0.053834999999999994 0.10508500000000001
decision_type=2 2 2 2 2 2
left_child=1 2 -1 5 -5 -4
right_child=-2 -3 3 4 -6 -7
leaf_value=-0.013155833489711215 0.0093128672599323697 -0.014930635734524841 0.0017484214130278116 0.0085322444606941768 -0.01625974923192449 0.023598641556052111
leaf_weight=0.00100007212087172 0.001020430296197119 0.0010021102100128184 0.0014159565252947421 0.0012654732530880577 0.0012699364423133161 0.0010945684846636592
leaf_count=228 267 662 237 1264 210 253
internal_value=0 -0.00137121 0.000876234 0.0036573 -0.00388557 0.0112749
internal_weight=0 0.00704812 0.00604601 0.00504593 0.00253541 0.00251053
internal_count=3121 2854 2192 1964 1474 490
is_linear=0
shrinkage=0.1


Tree=8585
num_leaves=8
num_cat=0
split_feature=50 16 160 52 49 43 1
split_gain=2.69267e-05 3.01441e-05 5.23652e-05 4.34104e-05 3.27374e-05 3.09863e-05 9.52002e-06
threshold=0.079410000000000008 -0.014034999999999997 -0.054789999999999998 0.0046550000000000003 -0.026779999999999995 -0.074359999999999996 0.10638500000000002
decision_type=2 2 2 2 2 2 2
left_child=1 3 -3 4 -1 -4 -6
right_child=-2 2 5 -5 6 -7 -8
leaf_value=0.00030870569784615759 -0.0003042291559798808 0.00053411702856697297 0.00023041194743286632 -0.00042407468854364959 2.3042611024187821e-05 -0.00019416218986496216 -0.00024544605374013102
leaf_weight=0.0010990619684821522 0.0010210257603735185 0.0010485203060095877 0.001310320163293912 0.0010533328008177599 0.0010139615094245757 0.0013334005261207505 0.0010170233336964092
leaf_count=175 609 372 355 808 278 375 149
internal_value=0 3.42049e-05 0.000163329 -7.97597e-05 3.61102e-05 1.62716e-05 -0.000111404
internal_weight=0 0.00787562 0.00369224 0.00418338 0.00313005 0.00264372 0.00203098
internal_count=3121 2512 1102 1410 602 730 427
is_linear=0
shrinkage=0.00196078


Tree=8586
num_leaves=6
num_cat=0
split_feature=51 52 15 2 12
split_gain=1.02024e-05 1.92776e-05 2.55308e-05 2.93935e-05 5.54936e-05
threshold=-0.076794999999999988 -0.057699999999999994 -0.11713499999999999 0.10613000000000002 0.088245000000000004
decision_type=2 2 2 2 2
left_child=-1 -2 -3 4 -4
right_child=1 2 3 -5 -6
leaf_value=-0.0079028653753198327 0.012121882956509719 -0.014255574907519365 -0.0072856633415721312 -0.011470728338703065 0.019777857390297408
leaf_weight=0.0013647303620546291 0.0013786542977475402 0.0011614933227732634 0.0013812469345627649 0.0011046933422791051 0.0016782172488348066
leaf_count=537 575 364 653 231 761
internal_value=0 0.00158267 -0.00114562 0.0025111 0.00755957
internal_weight=0 0.00670431 0.00532565 0.00416416 0.00305946
internal_count=3121 2584 2009 1645 1414
is_linear=0
shrinkage=0.1


Tree=8587
num_leaves=6
num_cat=0
split_feature=42 160 3 1 2
split_gain=1.07915e-05 1.74625e-05 2.29432e-05 3.95194e-05 2.62978e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.10831999999999999 0.10089500000000001 0.090935000000000016
decision_type=2 2 2 2 2
left_child=-1 -2 -3 4 -4
right_child=1 2 3 -5 -6
leaf_value=-0.0080062434539722293 -0.0078376702936320108 0.017826315971609774 0.0036207177918563581 0.012802344216814291 -0.01717455842149242
leaf_weight=0.0013979888400984962 0.0015002057934420622 0.0010233145203732931 0.00118313389494095 0.0016998522289355094 0.0012512521386318484
leaf_count=862 828 206 498 400 327
internal_value=0 0.00165821 0.00442034 0.00110206 -0.00706786
internal_weight=0 0.00665776 0.00515755 0.00413424 0.00243439
internal_count=3121 2259 1431 1225 825
is_linear=0
shrinkage=0.1


Tree=8588
num_leaves=6
num_cat=0
split_feature=13 3 12 4 0
split_gain=1.03506e-05 2.22505e-05 3.18854e-05 4.74775e-05 2.05252e-05
threshold=-0.23438999999999996 0.097915000000000016 0.079890000000000017 0.09173000000000002 -0.10224499999999999
decision_type=2 2 2 2 2
left_child=-1 2 4 -4 -2
right_child=1 -3 3 -5 -6
leaf_value=0.0093539254008717775 0.0011380912570396774 -0.011733109563844647 -0.014191970087524423 0.010604271458839475 0.020640762202809339
leaf_weight=0.0010280648462991909 0.0010568744514775751 0.0016043189573955218 0.0019916034390349505 0.0012611409374529117 0.0011026285137725818
leaf_count=169 206 168 2025 212 341
internal_value=0 -0.00139 0.00167594 -0.00457807 0.011096
internal_weight=0 0.00701657 0.00541225 0.00325274 0.0021595
internal_count=3121 2952 2784 2237 547
is_linear=0
shrinkage=0.1


Tree=8589
num_leaves=7
num_cat=0
split_feature=50 15 16 48 42 16
split_gain=2.2652e-05 3.00199e-05 4.76992e-05 6.18577e-05 3.45791e-05 4.00298e-05
threshold=0.079410000000000008 -0.14712999999999996 -0.36241499999999999 0.082620000000000013 0.084050000000000014 0.22339500000000004
decision_type=2 2 2 2 2 2
left_child=1 -1 -3 4 5 -4
right_child=-2 2 3 -5 -6 -7
leaf_value=0.00035164805668889797 -0.00027707214480301664 -0.00038516039636361338 0.00022321956223823465 0.00041451400170536767 -0.00033790661643799208 -0.00026005177990980977
leaf_weight=0.0010052747918067057 0.0010063623119624795 0.0010987607450386374 0.0019066466015890643 0.0014230219596275805 0.0012120455859833054 0.0010069934940144742
leaf_count=355 609 212 669 325 747 204
internal_value=0 3.58484e-05 -1.1909e-05 6.20027e-05 -5.95847e-05 5.61944e-05
internal_weight=0 0.00765274 0.00664747 0.00554871 0.00412569 0.00291364
internal_count=3121 2512 2157 1945 1620 873
is_linear=0
shrinkage=0.00196078


Tree=8590
num_leaves=7
num_cat=0
split_feature=131 15 48 42 16 3
split_gain=3.47421e-05 3.97061e-05 4.16996e-05 4.42208e-05 4.42968e-05 3.68848e-05
threshold=0.084390000000000007 -0.11713499999999999 0.092475000000000016 0.086325000000000013 -0.088394999999999987 0.076840000000000006
decision_type=2 2 2 2 2 2
left_child=1 -1 3 4 -3 -6
right_child=-2 2 -4 -5 5 -7
leaf_value=-0.0002470709768531356 -0.00035179102463188513 -0.00016739821245304482 0.00045740783935478658 -0.00031267787962421784 0.00048704387736829856 4.2463600773521144e-05
leaf_weight=0.0015403173627500299 0.001001975757462214 0.0013544928603095759 0.0010671173548526033 0.0011243906578362172 0.0014224621139349309 0.0014476549456701323
leaf_count=405 492 325 189 742 819 149
internal_value=0 3.56318e-05 0.0001035 3.28963e-05 0.000124872 0.000262803
internal_weight=0 0.00795644 0.00641612 0.005349 0.00422461 0.00287012
internal_count=3121 2629 2224 2035 1293 968
is_linear=0
shrinkage=0.00196078


Tree=8591
num_leaves=7
num_cat=0
split_feature=484 48 0 52 43 4
split_gain=2.72548e-05 2.42745e-05 0.000109283 3.73143e-05 4.46607e-05 3.4018e-05
threshold=0.073690000000000019 0.082620000000000013 -0.18113999999999997 -1.0000000180025095e-35 -0.0037449999999999996 0.053180000000000012
decision_type=2 2 2 2 2 2
left_child=1 3 -3 -1 -5 -6
right_child=-2 2 -4 4 5 -7
leaf_value=-0.00041862088669783682 0.00029857779456481375 -0.00027251574796471363 0.0005611904673524994 -0.00026573271567195217 -6.232599970909041e-05 0.00041838252468197958
leaf_weight=0.0012340659952912733 0.0010001043489306005 0.00129485558263992 0.0011337677513934708 0.0017414706455258994 0.0012768248915273758 0.0010166309383944263
leaf_count=679 394 83 462 902 414 187
internal_value=0 -4.54971e-05 0.000116688 -0.000120253 -2.89979e-05 0.00015076
internal_weight=0 0.00769762 0.00242862 0.00526899 0.00403493 0.00229346
internal_count=3121 2727 545 2182 1503 601
is_linear=0
shrinkage=0.00196078


Tree=8592
num_leaves=6
num_cat=0
split_feature=42 160 47 133 16
split_gain=9.8768e-06 1.86764e-05 3.17163e-05 6.60776e-05 3.95619e-05
threshold=0.092620000000000022 -0.081639999999999976 0.09550500000000002 0.076280000000000014 -0.088159999999999988
decision_type=2 2 2 2 2
left_child=1 -1 3 4 -3
right_child=-2 2 -4 -5 -6
leaf_value=0.013488415005635315 -0.0082664554540166964 0.00090369502799676695 0.013371334100065638 0.015840863572564336 -0.021095943993428651
leaf_weight=0.0010856199731003281 0.0012326313441072207 0.0014129147908384391 0.0012374778969745344 0.0011628613652018239 0.0019394806650471221
leaf_count=531 630 409 193 501 857
internal_value=0 0.00145831 -0.00081194 -0.00469909 -0.0118239
internal_weight=0 0.00683835 0.00575273 0.00451526 0.0033524
internal_count=3121 2491 1960 1767 1266
is_linear=0
shrinkage=0.1


Tree=8593
num_leaves=7
num_cat=0
split_feature=50 15 4 151 2 2
split_gain=4.43635e-05 3.25542e-05 5.17236e-05 3.37758e-05 2.98279e-05 3.04454e-05
threshold=0.079410000000000008 -0.14809499999999998 0.098655000000000007 -0.0071249999999999985 0.10672500000000001 0.090675000000000019
decision_type=2 2 2 2 2 2
left_child=1 -1 3 -3 5 -5
right_child=-2 2 -4 4 -6 -7
leaf_value=0.00037606357271027893 -0.00039024019165177868 0.00040096431241757338 -0.00029793257810728111 7.349885459804441e-05 0.00029921409517379697 -0.00033795696949888719
leaf_weight=0.001002268057560915 0.001011770876892781 0.0011006998336385741 0.0017036736701738194 0.0017414188583277168 0.0010268957408669111 0.0011466890018273232
leaf_count=330 609 338 267 911 271 395
internal_value=0 4.6415e-05 -2.75563e-06 9.75065e-05 1.21896e-05 -8.98648e-05
internal_weight=0 0.00772165 0.00671938 0.0050157 0.003915 0.00288811
internal_count=3121 2512 2182 1915 1577 1306
is_linear=0
shrinkage=0.00196078


Tree=8594
num_leaves=7
num_cat=0
split_feature=131 16 12 12 0 4
split_gain=2.81069e-05 2.71335e-05 5.52312e-05 4.45955e-05 4.06541e-05 6.60283e-05
threshold=0.078765000000000016 0.0065250000000000004 0.090020000000000017 0.09141500000000001 -0.10224499999999999 0.033845000000000007
decision_type=2 2 2 2 2 2
left_child=1 2 4 -3 5 -1
right_child=-2 3 -4 -5 -6 -7
leaf_value=0.00028863789727305307 -0.00030690972212325075 -1.8652767859121237e-05 -0.00043820046713394651 0.00049448336550103546 0.00032819084111018374 -0.00036050196778871619
leaf_weight=0.0010360710494429623 0.0010233654348056264 0.0015374527390100462 0.0010824789096559925 0.001129557031669923 0.0014112612707092046 0.0014394005990772231
leaf_count=172 516 358 633 283 942 217
internal_value=0 3.91335e-05 -4.64937e-05 0.000198675 6.2599e-05 -8.88143e-05
internal_weight=0 0.00763622 0.00496921 0.00266701 0.00388673 0.00247547
internal_count=3121 2605 1964 641 1331 389
is_linear=0
shrinkage=0.00196078


Tree=8595
num_leaves=7
num_cat=0
split_feature=42 0 12 16 0 12
split_gain=9.69075e-06 1.54387e-05 3.77542e-05 2.71166e-05 7.5093e-05 1.52718e-05
threshold=-1.0000000180025095e-35 -0.060129999999999996 0.088365000000000013 -0.056919999999999991 -0.20211999999999997 0.09202500000000001
decision_type=2 2 2 2 2 2
left_child=-1 2 3 4 -2 -3
right_child=1 5 -4 -5 -6 -7
leaf_value=-0.00759590909613373 -0.0074700120977275047 0.00022139200344436941 -0.016465028589636822 -0.0085870799077774947 0.029131999332033434 0.017587440002190594
leaf_weight=0.0013993435902310567 0.0011571802171838745 0.0010199903097469487 0.001251669830197576 0.0011570387408503446 0.0010870815925605863 0.0010056910844799235
leaf_count=862 109 274 662 538 466 210
internal_value=0 0.00155626 -0.0016161 0.00384827 0.0102594 0.00884312
internal_weight=0 0.00667865 0.00465297 0.0034013 0.00224426 0.00202568
internal_count=3121 2259 1775 1113 575 484
is_linear=0
shrinkage=0.1


Tree=8596
num_leaves=7
num_cat=0
split_feature=50 4 151 49 15 3
split_gain=4.19788e-05 4.95626e-05 3.34128e-05 3.56552e-05 5.75434e-05 5.41738e-05
threshold=0.079410000000000008 0.36766000000000004 -0.024429999999999997 -0.054319999999999993 -0.037864999999999989 -0.059315
decision_type=2 2 2 2 2 2
left_child=1 2 -1 -4 -5 -6
right_child=-2 -3 3 4 5 -7
leaf_value=0.00030719190443155824 -0.00037425260749735759 0.00043828940915910072 -0.00039701161226693839 -0.00034470054806663291 -0.00012032553790457266 0.00038897505401144984
leaf_weight=0.0010577491019349433 0.0010067405452717009 0.00109309093961315 0.0010575878620819315 0.001302920182267769 0.0015486154004390746 0.001667681612358705
leaf_count=363 609 303 155 553 976 162
internal_value=0 5.1423e-05 -1.2316e-05 -7.29169e-05 2.92778e-06 0.000143752
internal_weight=0 0.00772765 0.00663455 0.00557681 0.00451922 0.0032163
internal_count=3121 2512 2209 1846 1691 1138
is_linear=0
shrinkage=0.00196078


Tree=8597
num_leaves=7
num_cat=0
split_feature=52 160 15 133 42 15
split_gain=1.02022e-05 3.89949e-05 2.39352e-05 2.24773e-05 5.92715e-05 1.76504e-05
threshold=-0.046924999999999988 -1.0000000180025095e-35 -0.053579999999999996 0.090665000000000009 0.08623500000000002 -0.013104999999999999
decision_type=2 2 2 2 2 2
left_child=2 -2 -1 4 5 -3
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leaf_value=0.014977083853672874 -0.019857581954792095 0.004747492436733375 -0.0047033438596213372 -0.011367940427468755 0.025274086060514834 -0.01219944291193524
leaf_weight=0.0012603787594888012 0.0010400163006045174 0.0013346771035901588 0.0012124379690192861 0.0010335481007147347 0.0010527956694787867 0.0011390784333556872
leaf_count=516 743 275 437 353 304 493
internal_value=0 -0.00238438 0.00532764 0.00160071 0.00540151 -0.00305598
internal_weight=0 0.00560012 0.00247282 0.0045601 0.00352655 0.00247376
internal_count=3121 2168 953 1425 1072 768
is_linear=0
shrinkage=0.1


Tree=8598
num_leaves=7
num_cat=0
split_feature=42 160 133 47 0 13
split_gain=1.04702e-05 1.95928e-05 2.76172e-05 5.8414e-05 2.53622e-05 4.92195e-05
threshold=0.092145000000000019 -0.081639999999999976 0.089755000000000015 0.09550500000000002 -0.17169499999999996 -0.010384999999999998
decision_type=2 2 2 2 2 2
left_child=1 -1 3 4 -3 -6
right_child=-2 2 -4 -5 5 -7
leaf_value=0.013828322759992817 -0.0084535058654484248 0.0023609935023264955 0.013901780940748116 0.014927496760114432 -0.00049528385862354261 -0.029083495968633067
leaf_weight=0.0010871618924184999 0.001244523703570987 0.0010471555634747479 0.0010427809301816254 0.0012005616916253609 0.0010927690998384846 0.0013415894660905401
leaf_count=526 649 106 304 162 739 635
internal_value=0 0.0015215 -0.000815588 -0.00409341 -0.0106526 -0.0162504
internal_weight=0 0.00681202 0.00572486 0.00468208 0.00348151 0.00243436
internal_count=3121 2472 1946 1642 1480 1374
is_linear=0
shrinkage=0.1


Tree=8599
num_leaves=7
num_cat=0
split_feature=484 49 52 4 15 12
split_gain=3.96543e-05 2.46153e-05 3.8185e-05 4.67696e-05 4.38709e-05 1.60708e-05
threshold=0.073690000000000019 -0.081404999999999991 0.070205000000000017 0.0052350000000000009 -0.095869999999999983 0.088305000000000008
decision_type=2 2 2 2 2 2
left_child=1 -1 3 -3 -5 -4
right_child=-2 2 5 4 -6 -7
leaf_value=0.00021772275381557791 0.00035934764871433549 -0.0005279710210188425 0.0002880567197333953 -0.00029114864057480113 0.00018113832280022198 -4.531747149533585e-05
leaf_weight=0.0010917289243423528 0.0010058119108720129 0.0012494467202557769 0.0010253277948023293 0.0016725134859570845 0.0013801896563427306 0.0012144200326846509
leaf_count=213 394 1007 418 312 298 479
internal_value=0 -5.48369e-05 -0.000100322 -0.000208411 -7.7618e-05 0.000107297
internal_weight=0 0.00763363 0.0065419 0.00430215 0.0030527 0.00223975
internal_count=3121 2727 2514 1617 610 897
is_linear=0
shrinkage=0.00196078


Tree=8600
num_leaves=6
num_cat=0
split_feature=16 160 43 151 2
split_gain=9.50855e-06 4.79486e-05 3.98281e-05 2.59443e-05 5.95926e-05
threshold=-0.014034999999999997 -0.013324999999999998 -0.074359999999999996 -0.0083949999999999979 0.090425000000000019
decision_type=2 2 2 2 2
left_child=3 -2 -3 -1 -5
right_child=1 2 -4 4 -6
leaf_value=-0.016973549355056967 0.022152730373940097 0.0094845971522207872 -0.015796163708012446 -0.01293159929093482 0.013225942892897994
leaf_weight=0.0010333890113378022 0.0010194418860481054 0.0012053361791274505 0.0012902488267303172 0.0016284037975492847 0.001872451354175596
leaf_count=247 448 395 375 1026 630
internal_value=0 0.00387894 -0.00358587 -0.00305083 0.0010589
internal_weight=0 0.00351503 0.00249559 0.00453424 0.00350086
internal_count=3121 1218 770 1903 1656
is_linear=0
shrinkage=0.1


Tree=8601
num_leaves=6
num_cat=0
split_feature=457 52 0 52 16
split_gain=1.00325e-05 2.10688e-05 3.24951e-05 2.3673e-05 1.64628e-05
threshold=0.069910000000000014 0.11434500000000002 -0.084269999999999984 0.083680000000000018 -0.15241499999999997
decision_type=2 2 2 2 2
left_child=1 2 4 -4 -1
right_child=-2 -3 3 -5 -6
leaf_value=0.00056895685471738142 0.0092315528766997515 -0.014060017373067829 0.0016872551653281784 0.02025317056279595 -0.014485025260074542
leaf_weight=0.0015438038067168397 0.0010224617551287543 0.0011028129005077013 0.0019221596743613529 0.0010685871510439848 0.0013720780133789506
leaf_count=246 267 489 984 284 851
internal_value=0 -0.00137191 0.000997053 0.00832082 -0.00651475
internal_weight=0 0.00700944 0.00590663 0.00299075 0.00291588
internal_count=3121 2854 2365 1268 1097
is_linear=0
shrinkage=0.1


Tree=8602
num_leaves=6
num_cat=0
split_feature=42 13 0 0 2
split_gain=1.00927e-05 3.02639e-05 2.6965e-05 3.16306e-05 3.18301e-05
threshold=1.0000000180025095e-35 -0.086919999999999983 -0.019414999999999998 -0.10011499999999998 0.11215000000000001
decision_type=2 2 2 2 2
left_child=2 -2 3 4 -1
right_child=1 -3 -4 -5 -6
leaf_value=0.011205277276919699 -0.018173163815188957 0.0039245980456201601 0.014295291588940055 -0.016463845526916623 -0.010416323984875887
leaf_weight=0.0019254642912080204 0.0010562213499803936 0.001499839835395081 0.0014140599476412108 0.0010731210078954436 0.0010533418683484385
leaf_count=303 499 1045 267 853 154
internal_value=0 -0.00520669 0.00240581 -0.00174344 0.00355962
internal_weight=0 0.00255606 0.00546599 0.00405193 0.00297881
internal_count=3121 1544 1577 1310 457
is_linear=0
shrinkage=0.1


Tree=8603
num_leaves=7
num_cat=0
split_feature=484 49 52 15 15 43
split_gain=3.09301e-05 2.38513e-05 3.92955e-05 5.35624e-05 6.10834e-05 2.54243e-05
threshold=0.073690000000000019 -0.081404999999999991 -1.0000000180025095e-35 -0.11033999999999998 -0.028889999999999996 -0.0037449999999999996
decision_type=2 2 2 2 2 2
left_child=1 -1 -3 -4 -5 -6
right_child=-2 2 3 4 5 -7
leaf_value=0.00022187579980818831 0.00032107432528654902 -0.00033320956406572609 -0.00038454256769475799 0.00052441779592756832 -0.00026817488604944945 0.00012027293404972418
leaf_weight=0.0011050562817458047 0.001005021006972316 0.0018340741617341866 0.0010569286813841435 0.0010195446077496803 0.001101019932548459 0.0015737412073863226
leaf_count=213 394 868 270 305 640 431
internal_value=0 -4.46923e-05 -8.94241e-05 4.68212e-06 0.000116038 -3.9625e-05
internal_weight=0 0.00769036 0.00658531 0.00475123 0.00369431 0.00267476
internal_count=3121 2727 2514 1646 1376 1071
is_linear=0
shrinkage=0.00196078


Tree=8604
num_leaves=6
num_cat=0
split_feature=4 4 12 1 52
split_gain=1.12557e-05 2.14605e-05 2.7993e-05 4.05187e-05 3.68256e-05
threshold=0.27044500000000005 0.098655000000000007 0.084225000000000008 0.094385000000000011 0.08976000000000002
decision_type=2 2 2 2 2
left_child=1 2 3 -1 -4
right_child=-2 -3 4 -5 -6
leaf_value=-0.0013206713172607776 0.0084752610509615453 -0.013027898884608974 -0.018831568154738663 0.022778995846357945 0.0060301265479617812
leaf_weight=0.0018887920452507192 0.0013057191519332744 0.0013336535222085071 0.0012450917933067396 0.001106243516185055 0.0011424538766810202
leaf_count=441 365 182 1341 275 517
internal_value=0 -0.00167176 0.00114197 0.00758076 -0.00693511
internal_weight=0 0.00671623 0.00538258 0.00299504 0.00238755
internal_count=3121 2756 2574 716 1858
is_linear=0
shrinkage=0.1


Tree=8605
num_leaves=6
num_cat=0
split_feature=51 4 42 4 4
split_gain=9.47435e-06 1.8419e-05 3.38703e-05 4.06621e-05 3.93234e-05
threshold=0.087505000000000013 0.36766000000000004 0.086325000000000013 0.055260000000000011 -0.084369999999999987
decision_type=2 2 2 2 2
left_child=1 2 3 4 -1
right_child=-2 -3 -4 -5 -6
leaf_value=-0.0027239775323987764 -0.0083149645708895607 0.013593689722292253 -0.013332673397485029 -0.011408850669353232 0.020405341341070311
leaf_weight=0.0013168545564238889 0.0011744629727109884 0.0010498382872234577 0.0015715220474094276 0.0012323775863875941 0.0016637816639320144
leaf_count=445 435 309 887 195 850
internal_value=0 0.00140781 -0.000803807 0.00386966 0.0101867
internal_weight=0 0.00683437 0.00578454 0.00421301 0.00298064
internal_count=3121 2686 2377 1490 1295
is_linear=0
shrinkage=0.1


Tree=8606
num_leaves=6
num_cat=0
split_feature=16 52 0 49 13
split_gain=9.31721e-06 3.77083e-05 3.76947e-05 2.20223e-05 2.92697e-05
threshold=0.38525000000000004 0.10160000000000001 -0.084269999999999984 -0.043469999999999995 -0.013024999999999998
decision_type=2 2 2 2 2
left_child=1 2 3 -1 -5
right_child=-2 -3 -4 4 -6
leaf_value=0.0078770995289702411 0.0083008779308511131 -0.016990322078284513 0.013236693646023173 -0.021998814456729368 -6.3732846583980048e-05
leaf_weight=0.0010942970876687817 0.0011528800719588991 0.0012668955995126354 0.0019720278710160938 0.0010363602688184756 0.0014729104589340403
leaf_count=233 311 591 1022 640 324
internal_value=0 -0.00141681 0.00212183 -0.00396071 -0.0091232
internal_weight=0 0.00684249 0.0055756 0.00360357 0.00250927
internal_count=3121 2810 2219 1197 964
is_linear=0
shrinkage=0.1


Tree=8607
num_leaves=6
num_cat=0
split_feature=15 133 3 3 2
split_gain=8.65815e-06 3.18455e-05 4.71926e-05 4.1626e-05 2.7846e-05
threshold=0.088235000000000022 0.084415000000000018 -0.10519499999999998 -1.0000000180025095e-35 0.10803500000000001
decision_type=2 2 2 2 2
left_child=1 2 -1 -4 -5
right_child=-2 -3 3 4 -6
leaf_value=0.01788344502383165 0.0073289397265979871 -0.017903644090037172 -0.021172916323904254 0.0096233165745526882 -0.0090785254582482766
leaf_weight=0.0013315220577127859 0.0013366260306083236 0.0010037381359503505 0.0010317691107866738 0.0019172886706486552 0.0013615084505003571
leaf_count=282 719 742 945 227 206
internal_value=0 -0.00149172 0.00142799 -0.00365506 0.00185745
internal_weight=0 0.00664583 0.00564209 0.00431057 0.0032788
internal_count=3121 2402 1660 1378 433
is_linear=0
shrinkage=0.1


Tree=8608
num_leaves=7
num_cat=0
split_feature=1 42 151 4 4 13
split_gain=8.67329e-06 2.3052e-05 2.23289e-05 5.29132e-05 2.4751e-05 2.35534e-05
threshold=0.12408500000000001 0.091545000000000015 -0.0083949999999999979 0.16173500000000005 -0.0029599999999999995 -0.076599999999999988
decision_type=2 2 2 2 2 2
left_child=1 2 -1 4 5 -4
right_child=-2 -3 3 -5 -6 -7
leaf_value=-0.011379015352159041 0.0078635139816685597 -0.015094498720691466 0.014942856199123781 0.02363991309713764 -0.014083089028165749 -0.0049495902918641737
leaf_weight=0.0011491329111737942 0.001189159257097539 0.001039937270528265 0.0010792158752500527 0.0010735420216754312 0.0011093188617100152 0.0013272169441347565
leaf_count=449 289 596 456 147 368 816
internal_value=0 -0.00139564 0.00108692 0.00420831 -0.00172516 0.0039716
internal_weight=0 0.00677836 0.00573843 0.00458929 0.00351575 0.00240643
internal_count=3121 2832 2236 1787 1640 1272
is_linear=0
shrinkage=0.1


Tree=8609
num_leaves=6
num_cat=0
split_feature=150 15 43 43 3
split_gain=8.93236e-06 2.85898e-05 3.63023e-05 3.57759e-05 2.86977e-05
threshold=0.081835000000000019 -0.037864999999999989 -0.084004999999999982 0.016310000000000002 0.095270000000000007
decision_type=2 2 2 2 2
left_child=1 4 -3 -4 -1
right_child=-2 2 3 -5 -6
leaf_value=-0.00091559700809422471 0.00722594120578524 0.01668416131149884 -0.015131541896176185 0.0083460531157579995 -0.022448544269494056
leaf_weight=0.0014940862504197602 0.0014041050276043512 0.0014014942902070369 0.0012865080463460162 0.0013099323396397542 0.0010566465135114047
leaf_count=957 420 375 926 299 144
internal_value=0 -0.0015636 0.00371409 -0.00328684 -0.00983567
internal_weight=0 0.00654867 0.00399793 0.00259644 0.00255073
internal_count=3121 2701 1600 1225 1101
is_linear=0
shrinkage=0.1


Tree=8610
num_leaves=6
num_cat=0
split_feature=42 160 49 12 0
split_gain=1.02407e-05 1.46739e-05 2.22848e-05 3.4365e-05 3.82947e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.047584999999999995 0.090840000000000018 -0.10224499999999999
decision_type=2 2 2 2 2
left_child=-1 -2 -3 4 -4
right_child=1 2 3 -5 -6
leaf_value=-0.0078628858196945622 -0.0071454613165288271 0.015727946153645804 -0.0052691257503868901 -0.012548264562030207 0.019513684521852207
leaf_weight=0.0013736943758389103 0.0014764719559619138 0.0012576713553794734 0.0012273991377207234 0.0013371524312397027 0.0012672456603109073
leaf_count=862 828 257 180 464 530
internal_value=0 0.00163158 0.00417783 0.00038686 0.00732021
internal_weight=0 0.00656594 0.00508947 0.0038318 0.00249464
internal_count=3121 2259 1431 1174 710
is_linear=0
shrinkage=0.1


Tree=8611
num_leaves=6
num_cat=0
split_feature=4 151 47 1 12
split_gain=1.04667e-05 1.88931e-05 2.69377e-05 4.12469e-05 4.05768e-05
threshold=0.27044500000000005 -0.024429999999999997 0.09550500000000002 0.090840000000000018 0.088305000000000008
decision_type=2 2 2 2 2
left_child=1 -1 3 4 -3
right_child=-2 2 -4 -5 -6
leaf_value=0.01078480936173277 0.0082171564984153816 -0.013748053045538037 0.0096288521873856628 -0.02272846284235952 0.0089771564626616035
leaf_weight=0.0010368683990364704 0.0012941306323493622 0.0014424966345412391 0.0011638425522717925 0.0012652597847895861 0.0017256512937440893
leaf_count=451 365 830 209 419 847
internal_value=0 -0.00161417 -0.00391103 -0.00746547 -0.00136991
internal_weight=0 0.00663412 0.00559725 0.00443341 0.00316815
internal_count=3121 2756 2305 2096 1677
is_linear=0
shrinkage=0.1


Tree=8612
num_leaves=7
num_cat=0
split_feature=15 16 2 48 0 12
split_gain=9.17134e-06 3.74843e-05 4.7168e-05 4.60183e-05 5.75354e-05 2.49278e-05
threshold=-0.15026499999999995 -0.36241499999999999 0.10912000000000001 0.078735000000000013 -0.053834999999999994 0.089150000000000021
decision_type=2 2 2 2 2 2
left_child=-1 -2 3 4 5 -3
right_child=1 2 -4 -5 -6 -7
leaf_value=0.0083649901502316389 -0.01922392846751601 -0.0075387142028217058 0.020114720567109161 0.016246530734674157 -0.023036168544114562 0.013945202065369656
leaf_weight=0.0011223348396731305 0.0010046043085552544 0.0011592119230488382 0.0011216406590990819 0.0010036900665386077 0.0014924467098232086 0.0010112005128897509
leaf_count=363 216 919 370 327 199 727
internal_value=0 -0.00139299 0.00170177 -0.00272393 -0.00792218 0.0024707
internal_weight=0 0.00679279 0.00578819 0.00466655 0.00366286 0.00217041
internal_count=3121 2758 2542 2172 1845 1646
is_linear=0
shrinkage=0.1


Tree=8613
num_leaves=6
num_cat=0
split_feature=16 4 2 2 12
split_gain=1.02001e-05 2.37735e-05 2.67206e-05 4.43951e-05 3.55879e-05
threshold=-0.48836499999999994 0.098655000000000007 0.10644500000000001 0.092875000000000013 0.084225000000000008
decision_type=2 2 2 2 2
left_child=-1 2 3 4 -2
right_child=1 -3 -4 -5 -6
leaf_value=0.0084018064332897768 0.014517609683661984 -0.013019031109534111 0.014068014567466517 -0.020273108837388656 -0.0075459145128175982
leaf_weight=0.0012191899069613939 0.0015043568453723408 0.001421316001403692 0.0012887344564289143 0.0010382271168421558 0.0014221871027630161
leaf_count=274 411 291 411 417 1317
internal_value=0 -0.00154526 0.00155892 -0.00250711 0.00379559
internal_weight=0 0.00667482 0.00525351 0.00396477 0.00292654
internal_count=3121 2847 2556 2145 1728
is_linear=0
shrinkage=0.1


Tree=8614
num_leaves=7
num_cat=0
split_feature=50 15 0 0 3 43
split_gain=1.98981e-05 2.84354e-05 4.12735e-05 4.43094e-05 3.61694e-05 2.67192e-05
threshold=1.0000000180025095e-35 -0.14601999999999996 -0.14920999999999998 -0.10011499999999998 -0.091054999999999983 -0.074359999999999996
decision_type=2 2 2 2 2 2
left_child=1 -1 -3 -4 -5 -6
right_child=-2 2 3 4 5 -7
leaf_value=0.00033893538665338542 -0.00026170885231529374 -0.0003037160964822761 0.00036415322171397106 0.00022695306149582537 3.7887086923295274e-05 -0.00038227829502202244
leaf_weight=0.0010007409526717487 0.0010112204970246768 0.0014800807835945763 0.0014053470921591002 0.0012189562452312131 0.0010752907605456016 0.0012681510955469945
leaf_count=366 627 161 272 373 502 820
internal_value=0 3.14185e-05 -1.631e-05 6.93193e-05 -4.69911e-05 -0.000189485
internal_weight=0 0.00744857 0.00644783 0.00496775 0.0035624 0.00234344
internal_count=3121 2494 2128 1967 1695 1322
is_linear=0
shrinkage=0.00196078


Tree=8615
num_leaves=6
num_cat=0
split_feature=484 1 47 4 52
split_gain=1.99561e-05 2.58898e-05 2.97218e-05 2.79995e-05 3.52579e-05
threshold=0.056480000000000009 0.12408500000000001 0.090280000000000013 0.0061450000000000003 0.077655000000000016
decision_type=2 2 2 2 2
left_child=1 2 3 4 -1
right_child=-2 -3 -4 -5 -6
leaf_value=-0.00034012304859664565 0.00025549159900671846 0.00022376813640791581 -0.00036594317057132082 0.0001637367181016916 7.4817675840845363e-05
leaf_weight=0.0016109633762547248 0.0010013307163961307 0.0012063379516954187 0.0012101462259101322 0.0019060159726529708 0.0015398641457662018
leaf_count=1016 419 242 256 448 740
internal_value=0 -3.92779e-05 -8.99119e-05 -2.38552e-05 -0.000137334
internal_weight=0 0.00747333 0.00626699 0.00505684 0.00315083
internal_count=3121 2702 2460 2204 1756
is_linear=0
shrinkage=0.00196078


Tree=8616
num_leaves=7
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split_feature=50 15 16 0 0 13
split_gain=3.61469e-05 3.83167e-05 5.61724e-05 4.03112e-05 4.60412e-05 3.88528e-05
threshold=0.079410000000000008 -0.15026499999999995 -0.36241499999999999 -0.10607499999999999 -0.060129999999999996 0.10820000000000002
decision_type=2 2 2 2 2 2
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right_child=-2 2 3 4 5 -7
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leaf_weight=0.0010105452546006659 0.0010567526610251567 0.0011393701760868411 0.0019257595464188221 0.0012510419405861594 0.0015933093956175103 0.0010030217475957004
leaf_count=318 609 216 237 1354 323 64
internal_value=0 4.08485e-05 -1.12875e-05 6.72361e-05 -4.86833e-05 0.000100211
internal_weight=0 0.00792305 0.0069125 0.00577313 0.00384737 0.00259633
internal_count=3121 2512 2194 1978 1741 387
is_linear=0
shrinkage=0.00196078


Tree=8617
num_leaves=6
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split_feature=12 160 0 0 3
split_gain=1.02725e-05 2.47559e-05 3.37686e-05 4.23009e-05 3.91401e-05
threshold=-0.010834999999999999 -1.0000000180025095e-35 -0.053834999999999994 -0.11756999999999999 -0.07908999999999998
decision_type=2 2 2 2 2
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leaf_count=421 870 251 308 925 346
internal_value=0 -0.00149808 0.00164674 0.00644149 0.0161442
internal_weight=0 0.00677714 0.00533321 0.00391261 0.00209145
internal_count=3121 2700 1830 1522 1271
is_linear=0
shrinkage=0.1


Tree=8618
num_leaves=6
num_cat=0
split_feature=51 160 43 52 15
split_gain=9.86009e-06 1.967e-05 3.07302e-05 2.88888e-05 6.84063e-05
threshold=0.087505000000000013 -0.027994999999999996 -0.15323999999999996 0.090245000000000006 -0.055554999999999993
decision_type=2 2 2 2 2
left_child=1 -1 -3 4 -4
right_child=-2 2 3 -5 -6
leaf_value=0.012722775266643286 -0.0084871392261380799 0.01360315482041375 -0.015817304389546826 -0.019580021503955367 0.012953572383941986
leaf_weight=0.0012598627210553418 0.0011704747887122616 0.0011242488130663126 0.0015429435642915284 0.0010294298799647032 0.0017794970940032703
leaf_count=691 435 178 602 296 919
internal_value=0 0.0014566 -0.00113535 -0.00494285 -0.000407641
internal_weight=0 0.00673598 0.00547612 0.00435187 0.00332244
internal_count=3121 2686 1995 1817 1521
is_linear=0
shrinkage=0.1


Tree=8619
num_leaves=6
num_cat=0
split_feature=13 47 16 0 16
split_gain=2.04225e-05 2.01994e-05 4.64417e-05 3.86488e-05 2.77253e-05
threshold=-0.23438999999999996 0.10904500000000002 -0.39185999999999993 -0.11013499999999998 0.013515000000000001
decision_type=2 2 2 2 2
left_child=-1 2 -2 -4 -5
right_child=1 -3 3 4 -6
leaf_value=0.00024843639130334681 0.00036711765945778848 -0.00027828015988588849 0.00015448096450929367 -0.0003550830662490965 1.4143521271936953e-05
leaf_weight=0.0010805421817504527 0.0011112968931423313 0.0011551493349914619 0.0018006062720084472 0.0019101878935351543 0.0013237452780417564
leaf_count=169 287 163 260 1644 598
internal_value=0 -4.0388e-05 4.32539e-06 -7.57554e-05 -0.000203948
internal_weight=0 0.00730099 0.00614584 0.00503454 0.00323393
internal_count=3121 2952 2789 2502 2242
is_linear=0
shrinkage=0.00196078


Tree=8620
num_leaves=7
num_cat=0
split_feature=13 3 1 12 2 16
split_gain=1.12191e-05 1.936e-05 3.04171e-05 2.00539e-05 2.93253e-05 3.26495e-05
threshold=-0.23438999999999996 0.11296500000000002 0.11588000000000001 0.091545000000000015 0.088225000000000012 -0.090764999999999985
decision_type=2 2 2 2 2 2
left_child=-1 2 3 4 -2 -6
right_child=1 -3 -4 -5 5 -7
leaf_value=0.009839092715799469 -0.010693638904839979 -0.013903938950378579 0.016290764262738813 -0.014655171453124541 0.020695550436914085 -0.0029941535481156356
leaf_weight=0.0010076409608174011 0.0013769553008020491 0.0010579388019806846 0.0010412380657362297 0.0010667964532011815 0.0010592886547430987 0.0012905878606405076
leaf_count=169 1066 100 258 867 200 461
internal_value=0 -0.00145766 0.000799017 -0.00256599 0.000894508 0.00768481
internal_weight=0 0.00689281 0.00583487 0.00479363 0.00372683 0.00234988
internal_count=3121 2952 2852 2594 1727 661
is_linear=0
shrinkage=0.1


Tree=8621
num_leaves=6
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split_feature=4 4 12 52 1
split_gain=1.21499e-05 1.62781e-05 2.06699e-05 4.16804e-05 3.768e-05
threshold=0.26790000000000008 0.098655000000000007 0.084225000000000008 0.08976000000000002 0.094385000000000011
decision_type=2 2 2 2 2
left_child=1 2 4 -4 -1
right_child=-2 -3 3 -5 -6
leaf_value=-0.00238814146681678 0.0087937941014215038 -0.011861227894475662 -0.019161753725917011 0.0075632477144696791 0.021005673152119812
leaf_weight=0.0018665078940394433 0.0013065019613865232 0.0012847917067326893 0.0012164003219638842 0.0011217337258405879 0.0010909230907822766
leaf_count=441 377 170 1341 517 275
internal_value=0 -0.00176366 0.000686173 -0.00634028 0.00624126
internal_weight=0 0.00658036 0.00529557 0.00233813 0.00295743
internal_count=3121 2744 2574 1858 716
is_linear=0
shrinkage=0.1


Tree=8622
num_leaves=6
num_cat=0
split_feature=4 150 1 13 47
split_gain=9.85101e-06 1.40551e-05 2.08933e-05 3.46177e-05 2.37001e-06
threshold=0.26790000000000008 0.086135000000000017 0.09253500000000002 -0.014169999999999999 0.096300000000000011
decision_type=2 2 2 2 2
left_child=1 2 3 -1 -4
right_child=-2 -3 4 -5 -6
leaf_value=-0.0056133573221901342 0.0079205616046973803 -0.012453347674178463 -0.0043546179320344217 0.014160229037030273 -0.011236915181084078
leaf_weight=0.0016532934276791817 0.001305542143022009 0.0010082006210338579 0.0010010013032866892 0.0019061721991879155 0.0010004439057713513
leaf_count=1143 377 270 400 775 156
internal_value=0 -0.00159002 0.000379511 0.00497583 -0.00779481
internal_weight=0 0.00656911 0.00556091 0.00355947 0.00200145
internal_count=3121 2744 2474 1918 556
is_linear=0
shrinkage=0.1


Tree=8623
num_leaves=7
num_cat=0
split_feature=1 42 157 151 2 43
split_gain=1.92507e-05 2.99141e-05 3.44586e-05 4.40026e-05 6.29289e-05 5.7122e-05
threshold=0.12408500000000001 0.092620000000000022 -1.0000000180025095e-35 -0.0083949999999999979 0.098260000000000014 -0.0030899999999999994
decision_type=2 2 2 2 2 2
left_child=1 2 -1 -4 5 -5
right_child=-2 -3 3 4 -6 -7
leaf_value=-0.00031744747755946029 0.00022374096775384196 -0.00034797438813887702 -0.00028970900407873087 0.00028241399689312444 0.00045013966301140962 -0.00030780471855385304
leaf_weight=0.0010196127902074199 0.001268634607232139 0.0010282559266840486 0.0010203839999790142 0.0011766926381493075 0.0017437205007430744 0.001357998682849541
leaf_count=493 289 543 313 791 337 355
internal_value=0 -3.78214e-05 1.26529e-05 7.61719e-05 0.000163433 -3.38045e-05
internal_weight=0 0.00734666 0.00631841 0.0052988 0.00427841 0.00253469
internal_count=3121 2832 2289 1796 1483 1146
is_linear=0
shrinkage=0.00196078


Tree=8624
num_leaves=7
num_cat=0
split_feature=13 3 1 151 16 2
split_gain=9.26311e-06 1.93427e-05 2.90648e-05 1.71851e-05 2.81879e-05 1.60067e-05
threshold=-0.23438999999999996 0.11296500000000002 0.11588000000000001 -0.0071249999999999985 -0.091354999999999978 0.088555000000000009
decision_type=2 2 2 2 2 2
left_child=-1 2 3 -2 -5 -6
right_child=1 -3 -4 4 5 -7
leaf_value=0.0089500768408003039 0.0082475323954489931 -0.013763398900102742 0.016102380443222937 -0.018034403101747261 0.0085567497110028215 -0.0078233611873337449
leaf_weight=0.0010063218992901433 0.0011579789766730359 0.0010574620468171503 0.0010384478518887389 0.0012318813143821347 0.0012265485133322034 0.0011615329645910165
leaf_count=169 441 100 258 486 905 762
internal_value=0 -0.00132246 0.000939394 -0.00235616 -0.00574814 0.000589669
internal_weight=0 0.00687385 0.00581639 0.00477794 0.00361996 0.00238808
internal_count=3121 2952 2852 2594 2153 1667
is_linear=0
shrinkage=0.1


Tree=8625
num_leaves=6
num_cat=0
split_feature=2 12 160 2 4
split_gain=9.81135e-06 2.94173e-05 2.81568e-05 2.72187e-05 2.11575e-05
threshold=0.089775000000000008 0.089735000000000023 0.083670000000000008 0.11293500000000002 -0.081114999999999979
decision_type=2 2 2 2 2
left_child=1 -1 3 4 -2
right_child=2 -3 -4 -5 -6
leaf_value=-0.012671717961980878 -0.019275039950639256 0.006889623802624663 0.017644902700727657 0.0081589344442180283 0.0012297794264119709
leaf_weight=0.0018046572443213569 0.0010071448125879403 0.001339353286643679 0.0010132971970253576 0.0016986978429066636 0.0010057140914946743
leaf_count=1175 198 507 235 478 528
internal_value=0 -0.00433856 0.0028706 -0.00116296 -0.00902992
internal_weight=0 0.00314401 0.00472485 0.00371156 0.00201286
internal_count=3121 1682 1439 1204 726
is_linear=0
shrinkage=0.1


Tree=8626
num_leaves=6
num_cat=0
split_feature=2 150 43 1 12
split_gain=1.45386e-05 3.01788e-05 3.81255e-05 5.72233e-05 2.84114e-05
threshold=0.089775000000000008 0.083555000000000004 0.05259500000000001 0.10557500000000002 0.089735000000000023
decision_type=2 2 2 2 2
left_child=4 2 3 -2 -1
right_child=1 -3 -4 -5 -6
leaf_value=-0.00025956726461513009 -0.00042497550317882891 0.00035957570938688571 0.00028355089197594654 0.0001326948212414601 0.00010470279623021577
leaf_weight=0.0019190048259784842 0.0013715743598567468 0.0010466499351047803 0.0011688663306828029 0.0014609259084058749 0.0014416142416340334
leaf_count=1175 730 216 237 256 507
internal_value=0 6.31446e-05 -1.43939e-05 -0.000137344 -0.000103305
internal_weight=0 0.00504802 0.00400137 0.0028325 0.00336062
internal_count=3121 1439 1223 986 1682
is_linear=0
shrinkage=0.00196078


Tree=8627
num_leaves=8
num_cat=0
split_feature=484 160 52 4 15 12 4
split_gain=2.15149e-05 7.60332e-05 5.06779e-05 4.99327e-05 4.18407e-05 6.3188e-05 1.99151e-05
threshold=0.073690000000000019 -1.0000000180025095e-35 0.10347000000000002 0.24564500000000003 0.088235000000000022 0.082850000000000021 0.010840000000000001
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 4 5 6 -3
right_child=-2 2 -4 -5 -6 -7 -8
leaf_value=-0.00053159735041223078 0.0002637261711013933 0.0001378707396304186 0.00042242347030565337 0.00029007074433431529 0.00017430872762321263 -0.00064894232361258476 -0.0002422880830372115
leaf_weight=0.0010316315353672894 0.0010481615185712048 0.0010134938704105525 0.0011123955347176672 0.0013826169574395163 0.0012010017063371512 0.0010496471994446577 0.0011101049321305886
leaf_count=613 394 261 203 294 425 858 73
internal_value=0 -3.52496e-05 3.92923e-05 -3.47399e-05 -0.000137406 -0.000255383 -6.08561e-05
internal_weight=0 0.00790089 0.00686926 0.00575686 0.00437425 0.00317325 0.0021236
internal_count=3121 2727 2114 1911 1617 1192 334
is_linear=0
shrinkage=0.00196078


Tree=8628
num_leaves=6
num_cat=0
split_feature=484 12 52 15 1
split_gain=1.81232e-05 1.93172e-05 3.06196e-05 2.54099e-05 8.4462e-05
threshold=0.049355000000000003 0.10388500000000002 0.070205000000000017 -0.016799999999999995 0.11181500000000001
decision_type=2 2 2 2 2
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leaf_value=8.4740687335728635e-05 0.00024448140830111249 -0.0002879653608070914 0.00020943291580501433 0.00010184111371920485 -0.0006138303555275204
leaf_weight=0.001616089705683138 0.0010003041462184848 0.0010151177877821011 0.0019311259782916826 0.0017047853061088131 0.001131197072874764
leaf_count=619 431 321 810 679 261
internal_value=0 -3.67212e-05 3.23412e-06 -8.62064e-05 -0.000202896
internal_weight=0 0.00739832 0.0063832 0.00445207 0.00274729
internal_count=3121 2690 2369 1559 880
is_linear=0
shrinkage=0.00196078


Tree=8629
num_leaves=6
num_cat=0
split_feature=0 1 48 47 2
split_gain=9.4898e-06 2.96776e-05 3.03468e-05 3.45344e-05 3.79785e-05
threshold=0.041630000000000007 0.077565000000000009 0.092150000000000024 1.0000000180025095e-35 0.089775000000000008
decision_type=2 2 2 2 2
left_child=1 -1 3 4 -3
right_child=-2 2 -4 -5 -6
leaf_value=-0.01499484631555098 0.007419629202158615 0.0011211578545930884 -0.010396630006343241 -0.0071986879392310285 0.025852032019055816
leaf_weight=0.0013228368878151434 0.0014104004853601202 0.0012533893624101175 0.0014634174664328054 0.0012152276093126179 0.0012306287840717727
leaf_count=1554 252 544 216 221 334
internal_value=0 -0.00163116 0.00179304 0.00661526 0.0133733
internal_weight=0 0.0064855 0.00516266 0.00369925 0.00248402
internal_count=3121 2869 1315 1099 878
is_linear=0
shrinkage=0.1


Tree=8630
num_leaves=6
num_cat=0
split_feature=484 1 4 0 15
split_gain=1.77796e-05 2.45746e-05 2.62069e-05 4.48046e-05 2.79284e-05
threshold=0.044540000000000003 0.12500000000000003 -0.082109999999999975 -0.10011499999999998 -0.092489999999999989
decision_type=2 2 2 2 2
left_child=1 2 -1 4 -4
right_child=-2 -3 3 -5 -6
leaf_value=0.00010700774507837623 0.00023907372225918824 0.00023258945000934484 -0.0001833273668466476 -0.0004561133158268418 0.00020798210949953913
leaf_weight=0.0018943280630415284 0.0010112146471245717 0.001096466597219614 0.0018103170785100948 0.0014144277722988952 0.0011446053681322104
leaf_count=655 435 232 234 1369 196
internal_value=0 -3.82096e-05 -8.56134e-05 -0.000169124 -3.17515e-05
internal_weight=0 0.00736014 0.00626368 0.00436935 0.00295492
internal_count=3121 2686 2454 1799 430
is_linear=0
shrinkage=0.00196078


Tree=8631
num_leaves=7
num_cat=0
split_feature=484 1 47 16 48 4
split_gain=2.15656e-05 3.13598e-05 3.28263e-05 2.74889e-05 5.17138e-05 3.18784e-05
threshold=0.073690000000000019 0.12408500000000001 0.090280000000000013 -0.15241499999999997 0.082620000000000013 -0.082109999999999975
decision_type=2 2 2 2 2 2
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right_child=-2 -3 -4 4 -6 -7
leaf_value=0.00021183842445214588 0.00026837707090265152 0.00024950793897819267 -0.00038355064118772279 -7.7093884317643379e-05 0.00023076074526827452 -0.00051780778071023757
leaf_weight=0.0013851992319638528 0.0010076343233511326 0.0012300604518989608 0.0012069726245773236 0.0014663565882707338 0.0011676730810289584 0.0011076954685878984
leaf_count=261 394 242 262 596 317 1049
internal_value=0 -3.69852e-05 -9.26229e-05 -2.41332e-05 -0.000111491 -0.000266747
internal_weight=0 0.00756396 0.0063339 0.00512692 0.00374173 0.00257405
internal_count=3121 2727 2485 2223 1962 1645
is_linear=0
shrinkage=0.00196078


Tree=8632
num_leaves=7
num_cat=0
split_feature=484 0 43 52 4 15
split_gain=3.2316e-05 3.5593e-05 3.68462e-05 4.76084e-05 3.93586e-05 5.66675e-05
threshold=0.073690000000000019 -0.019414999999999998 -0.088909999999999989 0.070205000000000017 0.0052350000000000009 -0.095869999999999983
decision_type=2 2 2 2 2 2
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leaf_count=415 394 305 774 728 239 266
internal_value=0 -4.84954e-05 -0.00012214 -4.31584e-05 -0.000155772 -2.34666e-05
internal_weight=0 0.0078037 0.00596028 0.00472115 0.00355748 0.0025203
internal_count=3121 2727 2422 2007 1279 505
is_linear=0
shrinkage=0.00196078


Tree=8633
num_leaves=8
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split_feature=50 15 16 2 48 4 52
split_gain=2.17886e-05 3.17312e-05 5.9096e-05 3.99248e-05 3.95143e-05 5.21809e-05 2.01829e-05
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decision_type=2 2 2 2 2 2 2
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leaf_count=318 609 216 887 351 265 139 336
internal_value=0 3.12333e-05 -1.70206e-05 6.48135e-05 -1.97729e-05 -0.00012065 -0.000308814
internal_weight=0 0.00778098 0.00677485 0.00564718 0.00447044 0.00344025 0.00214061
internal_count=3121 2512 2194 1978 1627 1362 1223
is_linear=0
shrinkage=0.00196078


Tree=8634
num_leaves=6
num_cat=0
split_feature=51 42 0 0 3
split_gain=9.19876e-06 1.42137e-05 4.03898e-05 4.11246e-05 1.4748e-05
threshold=0.087505000000000013 0.075730000000000006 -0.019414999999999998 -0.10607499999999999 -0.084074999999999997
decision_type=2 2 2 2 2
left_child=1 2 3 -1 -3
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leaf_count=329 435 389 227 793 948
internal_value=0 0.00139406 0.00459714 -0.00139404 -0.00516945
internal_weight=0 0.00676087 0.00454356 0.00323665 0.00221732
internal_count=3121 2686 1349 1122 1337
is_linear=0
shrinkage=0.1


Tree=8635
num_leaves=6
num_cat=0
split_feature=51 43 12 1 0
split_gain=9.08658e-06 1.81667e-05 3.15347e-05 3.24285e-05 3.20494e-05
threshold=-0.076794999999999988 -0.15323999999999996 0.092355000000000007 0.10557500000000002 -0.10224499999999999
decision_type=2 2 2 2 2
left_child=-1 -2 3 4 -3
right_child=1 2 -4 -5 -6
leaf_value=-0.0074890462533537512 0.013617820496483671 -0.017092524336273878 -0.015483123569885723 0.014717219555211467 0.0049386681234155159
leaf_weight=0.0013517894784932866 0.001043115668138926 0.00105289536763954 0.0011529842184433972 0.0015522118603246752 0.001770869750020009
leaf_count=537 223 244 630 386 1101
internal_value=0 0.00151345 -0.000770209 0.00310636 -0.00327609
internal_weight=0 0.00657208 0.00552896 0.00437598 0.00282377
internal_count=3121 2584 2361 1731 1345
is_linear=0
shrinkage=0.1


Tree=8636
num_leaves=6
num_cat=0
split_feature=51 160 15 16 0
split_gain=8.20691e-06 1.51441e-05 2.5517e-05 3.46784e-05 7.45041e-05
threshold=0.087505000000000013 -0.027994999999999996 0.088235000000000022 0.38525000000000004 -0.10151999999999999
decision_type=2 2 2 2 2
left_child=1 -1 3 4 -3
right_child=-2 2 -4 -5 -6
leaf_value=0.01118835490101079 -0.0077490111504910641 0.0034435806065006725 0.012373392676091886 0.011845554930438498 -0.026806663080683992
leaf_weight=0.0012639768411100791 0.0011706483930936425 0.0019245185666823519 0.0011379803651293523 0.0010038256363914637 0.0014112070976082995
leaf_count=691 435 316 492 250 937
internal_value=0 0.00132179 -0.000954986 -0.00445015 -0.00935404
internal_weight=0 0.00674151 0.00547753 0.00433955 0.00333573
internal_count=3121 2686 1995 1503 1253
is_linear=0
shrinkage=0.1


Tree=8637
num_leaves=6
num_cat=0
split_feature=51 43 43 48 0
split_gain=9.96388e-06 1.47656e-05 2.76556e-05 3.46698e-05 4.56629e-05
threshold=-0.076794999999999988 -0.15323999999999996 -0.0037449999999999996 0.085875000000000021 -0.10011499999999998
decision_type=2 2 2 2 2
left_child=-1 -2 -3 4 -4
right_child=1 2 3 -5 -6
leaf_value=-0.0078340064683378001 0.012546508751243426 -0.012904858832393557 0.023071705899427163 -0.0090340643442231843 -0.0028039207356893533
leaf_weight=0.001352293868784266 0.0010362054830967173 0.0013493697624840191 0.001369264550334173 0.0014312481465607826 0.0013587622138483586
leaf_count=537 223 1370 221 219 551
internal_value=0 0.00159496 -0.000465088 0.00357068 0.0101837
internal_weight=0 0.00654485 0.00550864 0.00415927 0.00272803
internal_count=3121 2584 2361 991 772
is_linear=0
shrinkage=0.1


Tree=8638
num_leaves=6
num_cat=0
split_feature=43 16 0 42 3
split_gain=1.00333e-05 2.20351e-05 3.48986e-05 2.35603e-05 3.21208e-05
threshold=-0.24021999999999996 0.22339500000000004 -0.077999999999999986 0.08623500000000002 0.090900000000000009
decision_type=2 2 2 2 2
left_child=-1 2 3 4 -2
right_child=1 -3 -4 -5 -6
leaf_value=-0.0092416416759918615 -0.01662874956784989 -0.011700381611956962 0.01623916547920699 0.011920687711270993 0.0038252905098287195
leaf_weight=0.0010256686634845837 0.0014021570823023971 0.0010867116653283824 0.0016258634308673496 0.0010471885101088207 0.0016969469353521874
leaf_count=166 994 414 696 628 223
internal_value=0 0.00136263 0.00382198 -0.0010471 -0.00542893
internal_weight=0 0.00685887 0.00577216 0.00414629 0.0030991
internal_count=3121 2955 2541 1845 1217
is_linear=0
shrinkage=0.1


Tree=8639
num_leaves=5
num_cat=0
split_feature=15 42 15 3
split_gain=9.39546e-06 2.92378e-05 5.35125e-05 6.41484e-05
threshold=0.035560000000000008 0.075730000000000006 -0.016799999999999995 0.099930000000000005
decision_type=2 2 2 2
left_child=1 2 3 -1
right_child=-2 -3 -4 -5
leaf_value=0.012279527232007172 -0.0063846087162975343 -0.0098522279444706821 0.020815568336056106 -0.01733992421646351
leaf_weight=0.0015129381898628387 0.0017894917822021284 0.0015787001846262914 0.0015766540396651612 0.0014151007596594424
leaf_count=535 1180 923 272 211
internal_value=0 0.00185845 0.00596253 -0.00203535
internal_weight=0 0.00608339 0.00450469 0.00292804
internal_count=3121 1941 1018 746
is_linear=0
shrinkage=0.1


Tree=8640
num_leaves=7
num_cat=0
split_feature=50 15 16 1 3 2
split_gain=1.95559e-05 2.94614e-05 4.33604e-05 2.86377e-05 6.15717e-05 4.52668e-05
threshold=1.0000000180025095e-35 -0.10653 -0.094359999999999986 0.11103500000000001 0.092670000000000016 0.088555000000000009
decision_type=2 2 2 2 2 2
left_child=1 -1 -3 4 5 -4
right_child=-2 2 3 -5 -6 -7
leaf_value=0.00026824610895664577 -0.00026300855907650971 -0.00031308520542941561 0.00027030332951147659 -0.00022328208023970073 0.00055647105291253482 -0.00028514466471746952
leaf_weight=0.0015545812674622791 0.0010064372232226259 0.001579210745321134 0.0010633352204742527 0.0010009904272344789 0.0010166681683527593 0.0012014716814223827
leaf_count=454 627 324 764 151 94 707
internal_value=0 2.82698e-05 -3.53746e-05 6.70345e-05 0.000155594 -2.43598e-05
internal_weight=0 0.00741626 0.00586168 0.00428247 0.00328148 0.00226481
internal_count=3121 2494 2040 1716 1565 1471
is_linear=0
shrinkage=0.00196078


Tree=8641
num_leaves=6
num_cat=0
split_feature=1 42 49 13 0
split_gain=9.00565e-06 2.14644e-05 2.5348e-05 3.26711e-05 4.81806e-05
threshold=0.12500000000000003 0.091545000000000015 -0.00064499999999999985 -0.082014999999999991 -0.10011499999999998
decision_type=2 2 2 2 2
left_child=1 2 -1 -4 -5
right_child=-2 -3 3 4 -6
leaf_value=-0.0091363995964868702 0.0084474773961896506 -0.014636638275882907 0.01743955644109112 0.0123566320156091 -0.014925235139731008
leaf_weight=0.0017230680368780808 0.0010834385881850284 0.0010338081318715057 0.0014385280454777259 0.0012878462953082889 0.0013015352603524017
leaf_count=523 279 601 529 200 989
internal_value=0 -0.00137058 0.00101415 0.00535638 -0.00135642
internal_weight=0 0.00678479 0.00575098 0.00402791 0.00258938
internal_count=3121 2842 2241 1718 1189
is_linear=0
shrinkage=0.1


Tree=8642
num_leaves=6
num_cat=0
split_feature=50 15 16 0 0
split_gain=1.85771e-05 2.81623e-05 4.29531e-05 5.5781e-05 4.15271e-05
threshold=1.0000000180025095e-35 -0.10653 -0.013324999999999998 -0.10224499999999999 -0.053834999999999994
decision_type=2 2 2 2 2
left_child=1 -1 3 -3 -4
right_child=-2 2 4 -5 -6
leaf_value=0.00026395377397030103 -0.00025216708899761036 -0.00046646230718116018 0.00042130606780266169 9.6803216240145352e-05 -4.6128069721758562e-05
leaf_weight=0.0015794825595404878 0.0010074373195582565 0.0014908680927316828 0.0011530591450140165 0.0012366555206291883 0.0019949881342973151
leaf_count=454 627 227 668 848 297
internal_value=0 3.15162e-05 -3.09682e-05 -0.000211078 0.000125083
internal_weight=0 0.00745505 0.00587557 0.00272752 0.00314805
internal_count=3121 2494 2040 1075 965
is_linear=0
shrinkage=0.00196078


Tree=8643
num_leaves=7
num_cat=0
split_feature=457 12 160 15 0 13
split_gain=1.26011e-05 2.44771e-05 3.30471e-05 3.21897e-05 3.71846e-05 3.25014e-05
threshold=0.069910000000000014 -0.010834999999999999 -1.0000000180025095e-35 -0.022504999999999997 -0.11173999999999999 -0.0034749999999999994
decision_type=2 2 2 2 2 2
left_child=1 -1 -3 4 -4 -5
right_child=-2 2 3 5 -6 -7
leaf_value=0.00023445161073130949 0.00019415104236148489 -0.00035733409526120952 -8.6995767876997342e-05 3.5967341621251933e-05 0.00043987637449322892 -0.00039768417999937417
leaf_weight=0.0010936412695941962 0.0010506396223636562 0.0013308291327582883 0.0010281388902448885 0.0015663718575385003 0.0010318909111338081 0.0011540377248003583
leaf_count=347 267 802 124 763 446 372
internal_value=0 -3.57101e-05 -8.40569e-05 -7.9791e-06 0.00017692 -0.000147994
internal_weight=0 0.00720491 0.00611127 0.00478044 0.00206003 0.00272041
internal_count=3121 2854 2507 1705 570 1135
is_linear=0
shrinkage=0.00196078


Tree=8644
num_leaves=6
num_cat=0
split_feature=157 42 43 2 4
split_gain=9.23128e-06 2.35569e-05 2.83327e-05 3.13352e-05 6.38671e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.074359999999999996 0.098035000000000011 0.033845000000000007
decision_type=2 2 2 2 2
left_child=-1 -2 -3 -4 -5
right_child=1 2 3 4 -6
leaf_value=-0.0089523289713171871 -0.010994098166218852 0.01561414366786109 -0.0096406198699742884 0.025553752063179627 -0.0089753178869276043
leaf_weight=0.0010094536217463779 0.0012719015399108875 0.0015430002647030252 0.0019055644054745526 0.0010527658835011158 0.0010906314525367024
leaf_count=571 795 624 723 200 208
internal_value=0 0.00128962 0.00408357 -0.000310565 0.00798422
internal_weight=0 0.00686386 0.00559196 0.00404896 0.0021434
internal_count=3121 2550 1755 1131 408
is_linear=0
shrinkage=0.1


Tree=8645
num_leaves=7
num_cat=0
split_feature=50 160 3 48 52 3
split_gain=3.67369e-05 2.52091e-05 3.31566e-05 3.99484e-05 4.88649e-05 5.00693e-05
threshold=0.079410000000000008 -0.081639999999999976 0.12745000000000004 0.092475000000000016 -0.087284999999999988 -0.080634999999999984
decision_type=2 2 2 2 2 2
left_child=1 -1 3 4 -3 -6
right_child=-2 2 -4 -5 5 -7
leaf_value=0.00031451316541810016 -0.00036211366205785012 -0.00039682669388703558 -0.00032935892948367088 0.00038478997709505842 0.00033482123401823454 -0.00014563664669509544
leaf_weight=0.0010811998786310582 0.0010025106054105792 0.0010677683626700799 0.0010422801737893549 0.0011080726054128083 0.0016039290594216395 0.0017370203918899477
leaf_count=441 609 473 138 211 701 548
internal_value=0 3.71033e-05 -8.62506e-06 5.19708e-05 -3.16789e-05 8.50224e-05
internal_weight=0 0.00764027 0.00655907 0.00551679 0.00440872 0.00334095
internal_count=3121 2512 2071 1933 1722 1249
is_linear=0
shrinkage=0.00196078


Tree=8646
num_leaves=6
num_cat=0
split_feature=12 160 15 3 15
split_gain=9.64553e-06 2.15822e-05 2.721e-05 6.88804e-05 4.92999e-05
threshold=0.10388500000000002 1.0000000180025095e-35 -0.016799999999999995 0.099930000000000005 0.035560000000000008
decision_type=2 2 2 2 2
left_child=1 2 3 -1 -4
right_child=-2 -3 4 -5 -6
leaf_value=0.011393157407367351 -0.0090323691320885226 -0.0097102417999819605 0.023443716754080413 -0.021175588511542442 -0.0031329149168736604
leaf_weight=0.0014573017392905166 0.0010335041746453878 0.0014059920905595087 0.0014957431788516185 0.0011713036972463933 0.0013086735022378889
leaf_count=805 349 493 350 179 945
internal_value=0 0.00133258 0.00419031 -0.00311944 0.0110418
internal_weight=0 0.00683901 0.00543302 0.00262861 0.00280442
internal_count=3121 2772 2279 984 1295
is_linear=0
shrinkage=0.1


Tree=8647
num_leaves=7
num_cat=0
split_feature=50 15 15 4 3 43
split_gain=3.65802e-05 2.85635e-05 3.38468e-05 6.75074e-05 5.28164e-05 1.71817e-05
threshold=0.079410000000000008 -0.10653 -0.016799999999999995 0.033845000000000007 0.10299500000000002 -0.0082299999999999995
decision_type=2 2 2 2 2 2
left_child=1 -1 3 -3 5 -4
right_child=-2 2 4 -5 -6 -7
leaf_value=0.00027478283838481117 -0.00035602378663961327 0.00013381458931833521 0.00010701547699085208 -0.00054208218467367017 0.00047194479809599827 -0.00020019702581549348
leaf_weight=0.0016044558441585931 0.0010034354505051519 0.0011208362289109354 0.0013992444164814179 0.0011521286697600609 0.0010338315883286625 0.0014004380514815369
leaf_count=455 609 457 669 303 80 548
internal_value=0 4.19666e-05 -1.92051e-05 -0.000208786 9.32014e-05 -4.66563e-05
internal_weight=0 0.00771093 0.00610648 0.00227296 0.00383351 0.00279968
internal_count=3121 2512 2057 760 1297 1217
is_linear=0
shrinkage=0.00196078


Tree=8648
num_leaves=8
num_cat=0
split_feature=50 15 16 48 0 13 4
split_gain=1.76582e-05 3.11417e-05 5.40031e-05 6.5653e-05 6.13052e-05 3.84065e-05 3.34788e-05
threshold=1.0000000180025095e-35 -0.14601999999999996 -0.094359999999999986 0.084855000000000014 -0.11756999999999999 -0.033284999999999988 -0.033174999999999989
decision_type=2 2 2 2 2 2 2
left_child=1 -1 4 5 -3 -4 -7
right_child=-2 2 3 -5 -6 6 -8
leaf_value=0.00034686454578410211 -0.00025083748208214272 -0.00063426819087909108 -0.00030105369771092372 0.00052320428232084984 4.7422740770244408e-05 -0.00011949135790749841 0.00038347408034684172
leaf_weight=0.0010058943520098451 0.0010051896908239936 0.0010005910386747265 0.0012955878556851924 0.0010595589244833197 0.0010286096418683148 0.001022341282457213 0.0010129317332554125
leaf_count=366 627 151 776 269 236 526 170
internal_value=0 2.60779e-05 -2.41864e-05 9.80764e-05 -0.000288716 -3.71584e-05 0.000130829
internal_weight=0 0.00742551 0.00641962 0.00439042 0.0020292 0.00333086 0.00203527
internal_count=3121 2494 2128 1741 387 1472 696
is_linear=0
shrinkage=0.00196078


Tree=8649
num_leaves=7
num_cat=0
split_feature=4 0 13 1 52 16
split_gain=1.99967e-05 4.87925e-05 2.37862e-05 4.49838e-05 3.37048e-05 3.51792e-05
threshold=-0.46376499999999993 -0.019414999999999998 -0.0034749999999999994 0.077845000000000011 -0.069804999999999992 -0.074319999999999983
decision_type=2 2 2 2 2 2
left_child=-1 2 3 -2 -4 -6
right_child=1 -3 4 -5 5 -7
leaf_value=-0.00026349474122532355 -0.00023649479210312164 0.00041838787673988083 -0.00041977287261633738 0.00027294507639037213 -0.00021964499090724294 0.00024808832096933243
leaf_weight=0.0010094066200973537 0.0010156427484356667 0.0010704162737856949 0.0011327035825239259 0.0019379157079737099 0.0013937707709072561 0.0011110532316640921
leaf_count=183 1194 196 223 801 333 191
internal_value=0 3.01019e-05 -3.29571e-05 9.77635e-05 -0.000139098 -1.21747e-05
internal_weight=0 0.0076615 0.00659109 0.00295356 0.00363753 0.00250482
internal_count=3121 2938 2742 1995 747 524
is_linear=0
shrinkage=0.00196078


Tree=8650
num_leaves=6
num_cat=0
split_feature=457 1 42 15 2
split_gain=9.42593e-06 2.48685e-05 2.7394e-05 3.24996e-05 2.50127e-05
threshold=0.069910000000000014 0.12500000000000003 0.088915000000000008 0.035560000000000008 0.098260000000000014
decision_type=2 2 2 2 2
left_child=1 2 3 4 -1
right_child=-2 -3 -4 -5 -6
leaf_value=-0.0038490266054564265 0.0089778890247496634 0.013048047973585001 -0.016501254335675376 -0.015491558999581835 0.01312095699893681
leaf_weight=0.0017640004096123941 0.0010113940472262278 0.0010202722359518492 0.0013277692489679091 0.0010606733378684041 0.0017110346744553938
leaf_count=690 267 261 788 725 390
internal_value=0 -0.00136089 -0.00386812 -0.000169931 0.00450664
internal_weight=0 0.00688375 0.00586348 0.00453571 0.00347504
internal_count=3121 2854 2593 1805 1080
is_linear=0
shrinkage=0.1


Tree=8651
num_leaves=7
num_cat=0
split_feature=50 51 16 1 16 52
split_gain=1.92516e-05 2.41135e-05 3.39826e-05 3.19814e-05 3.05958e-05 1.76034e-05
threshold=1.0000000180025095e-35 -0.076794999999999988 -0.084119999999999986 0.092390000000000014 -0.48836499999999994 0.095415000000000014
decision_type=2 2 2 2 2 2
left_child=1 -1 4 5 -3 -4
right_child=-2 2 3 -5 -6 -7
leaf_value=-0.00020296408304684677 -0.00025819084390489518 0.00016091561102821425 -8.9476268028214649e-05 0.00051361371399121327 -0.00023373200988472388 0.00027292867906307235
leaf_weight=0.0014083117221496558 0.001022447191244091 0.0013251520753844684 0.0010551062597468808 0.0010083930624658717 0.0017562356248411461 0.00100724027564786
leaf_count=492 627 274 591 300 601 236
internal_value=0 2.84818e-05 8.14631e-05 0.000227444 -6.40136e-05 8.75206e-05
internal_weight=0 0.00756044 0.00615213 0.00307074 0.00308139 0.00206235
internal_count=3121 2494 2002 1127 875 827
is_linear=0
shrinkage=0.00196078


Tree=8652
num_leaves=6
num_cat=0
split_feature=51 49 42 4 13
split_gain=9.72137e-06 1.78483e-05 3.8582e-05 1.37406e-05 4.58926e-05
threshold=-0.076794999999999988 -0.043469999999999995 0.088915000000000008 0.022185000000000003 -0.077799999999999994
decision_type=2 2 2 2 2
left_child=-1 -2 3 4 -3
right_child=1 2 -4 -5 -6
leaf_value=-0.0078000413296173271 0.011107971743534405 0.023916710702188503 -0.018474693739857311 -0.0032218347539742474 -0.0051764304987701251
leaf_weight=0.0013397040598566333 0.001504791110050442 0.0010247400819317354 0.001038921849419088 0.0018368747703116119 0.0011514474826745348
leaf_count=537 358 444 674 363 745
internal_value=0 0.00154822 -0.00129926 0.0031472 0.00852317
internal_weight=0 0.00655678 0.00505198 0.00401306 0.00217619
internal_count=3121 2584 2226 1552 1189
is_linear=0
shrinkage=0.1


Tree=8653
num_leaves=6
num_cat=0
split_feature=4 15 15 150 15
split_gain=1.01249e-05 2.70992e-05 6.4504e-05 5.43434e-05 5.75784e-05
threshold=-0.35136499999999998 -0.016799999999999995 0.024640000000000006 0.081835000000000019 -0.10653
decision_type=2 2 2 2 2
left_child=-1 3 -3 4 -2
right_child=1 2 -4 -5 -6
leaf_value=-0.0078416505892451287 0.00084783965294537688 0.028931366781086123 -0.0026928727338638913 0.015281395646156201 -0.028796841869378711
leaf_weight=0.0013717811543667423 0.0015803234158098464 0.0010310127022454575 0.0017226074776992939 0.0010596071186189065 0.0011191968870315613
leaf_count=236 483 307 1146 311 638
internal_value=0 0.00161109 0.0091479 -0.00390974 -0.0114426
internal_weight=0 0.00651275 0.00275362 0.00375913 0.00269952
internal_count=3121 2885 1453 1432 1121
is_linear=0
shrinkage=0.1


Tree=8654
num_leaves=7
num_cat=0
split_feature=50 15 42 0 0 16
split_gain=2.80613e-05 2.95468e-05 4.51838e-05 5.89962e-05 5.20155e-05 2.58348e-05
threshold=0.079410000000000008 -0.10653 0.091295000000000015 -0.019414999999999998 -0.10011499999999998 -0.087484999999999993
decision_type=2 2 2 2 2 2
left_child=1 -1 3 4 5 -3
right_child=-2 2 -4 -5 -6 -7
leaf_value=0.00027326477888103763 -0.00031134616031573237 -0.0003049071276504392 0.00031503396163276305 0.00021048237570392631 -0.00059815011024852069 0.0001189138369013722
leaf_weight=0.0016038014296600204 0.0010084021078929648 0.0010471885266212433 0.0011984824117560224 0.0015191314444728899 0.0011285524531045189 0.0011716627273098707
leaf_count=455 609 168 450 212 1074 153
internal_value=0 3.6585e-05 -2.60014e-05 -0.000109988 -0.000255425 -8.11088e-05
internal_weight=0 0.00766882 0.00606502 0.00486654 0.0033474 0.00221885
internal_count=3121 2512 2057 1607 1395 321
is_linear=0
shrinkage=0.00196078


Tree=8655
num_leaves=7
num_cat=0
split_feature=4 12 3 2 15 49
split_gain=2.63892e-05 3.26293e-05 5.11825e-05 9.88029e-05 2.65408e-05 2.49463e-05
threshold=-0.46376499999999993 0.092355000000000007 -0.016324999999999996 0.088475000000000012 -0.10653 -0.006494999999999999
decision_type=2 2 2 2 2 2
left_child=-1 2 3 -2 -4 -6
right_child=1 -3 4 -5 5 -7
leaf_value=-0.00030168063405286801 -0.00012138103674995471 -0.00021038228892887009 0.00022345897428687749 0.00070548871242304741 -0.00034561209746590706 3.2763098200177324e-05
leaf_weight=0.0010055349982237083 0.0010024691782051446 0.0016249147599678515 0.0010769448420028783 0.0012463416627690085 0.0012366255933137125 0.001461833548883704
leaf_count=183 1005 863 239 475 191 165
internal_value=0 3.62002e-05 0.000102711 0.000336889 -3.67764e-05 -0.000140635
internal_weight=0 0.00764913 0.00602421 0.00224881 0.0037754 0.00269846
internal_count=3121 2938 2075 1480 595 356
is_linear=0
shrinkage=0.00196078


Tree=8656
num_leaves=6
num_cat=0
split_feature=16 52 0 1 4
split_gain=1.01921e-05 2.05963e-05 2.652e-05 3.27969e-05 3.27613e-05
threshold=-0.48836499999999994 0.11434500000000002 -0.084269999999999984 0.091785000000000019 -0.35136499999999998
decision_type=2 2 2 2 2
left_child=-1 2 3 -2 -4
right_child=1 -3 4 -5 -6
leaf_value=0.0083633645782982564 -0.019867309099239533 -0.01480139830980262 -0.0068307063386289796 0.0027757964853568195 0.014876479660238227
leaf_weight=0.0012214044574016553 0.0010890930602081221 0.001000427740349987 0.0010801220164004472 0.0015501577847121546 0.001951342605260403
leaf_count=274 826 428 202 253 1138
internal_value=0 -0.0015726 0.000761224 -0.00656793 0.00714213
internal_weight=0 0.00667114 0.00567072 0.00263925 0.00303146
internal_count=3121 2847 2419 1079 1340
is_linear=0
shrinkage=0.1


Tree=8657
num_leaves=6
num_cat=0
split_feature=50 15 42 16 52
split_gain=1.89652e-05 3.24144e-05 3.90291e-05 6.20979e-05 3.61917e-05
threshold=1.0000000180025095e-35 -0.10653 0.091295000000000015 -0.084119999999999986 1.0000000180025095e-35
decision_type=2 2 2 2 2
left_child=1 -1 3 -3 -5
right_child=-2 2 -4 4 -6
leaf_value=0.0002819246711370721 -0.00025704737403330129 -0.0004542410714416733 0.00028832022175466666 -0.0001287610387904608 0.00030075295803013075
leaf_weight=0.0015555810650961857 0.0010008343678606993 0.001444095985427136 0.0011384533002747974 0.0019686878358550989 0.0012226862367022652
leaf_count=454 627 477 441 781 341
internal_value=0 3.07066e-05 -3.69753e-05 -0.000116867 3.57953e-05
internal_weight=0 0.0073295 0.00577392 0.00463547 0.00319137
internal_count=3121 2494 2040 1599 1122
is_linear=0
shrinkage=0.00196078


Tree=8658
num_leaves=6
num_cat=0
split_feature=484 12 52 49 15
split_gain=1.26208e-05 2.55997e-05 3.94704e-05 3.44042e-05 6.47947e-05
threshold=0.044540000000000003 0.10388500000000002 0.070205000000000017 -0.043469999999999995 -0.016799999999999995
decision_type=2 2 2 2 2
left_child=1 2 3 -1 -5
right_child=-2 -3 -4 4 -6
leaf_value=0.00017987335369419515 0.00020226355724748483 -0.00032144636129124033 0.00024808971004182943 -0.00043455994713055307 0.00014082317795772399
leaf_weight=0.0012990938008525478 0.0010026044960649233 0.0010144794641970848 0.0019278448759629738 0.0018454645075647931 0.0012704864702366978
leaf_count=284 435 321 806 670 605
internal_value=0 -3.22399e-05 1.40157e-05 -8.81936e-05 -0.000199955
internal_weight=0 0.00735737 0.00634289 0.00441504 0.00311595
internal_count=3121 2686 2365 1559 1275
is_linear=0
shrinkage=0.00196078


Tree=8659
num_leaves=6
num_cat=0
split_feature=157 42 43 16 48
split_gain=9.44748e-06 2.10568e-05 2.58088e-05 3.70819e-05 2.74355e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.074359999999999996 -0.056919999999999991 0.086035000000000014
decision_type=2 2 2 2 2
left_child=-1 -2 -3 4 -4
right_child=1 2 3 -5 -6
leaf_value=-0.009072234254462002 -0.010318599995031501 0.014898713436718928 0.015344722374349902 -0.01344993340774971 -0.0051936820953758234
leaf_weight=0.0010094979499642026 0.0012742703047428959 0.0015501455125828531 0.0015372048934671205 0.0013991201167734045 0.0011274127963930452
leaf_count=571 795 624 569 414 148
internal_value=0 0.00128641 0.00392058 -0.000267122 0.00665482
internal_weight=0 0.00688815 0.00561388 0.00406374 0.00266462
internal_count=3121 2550 1755 1131 717
is_linear=0
shrinkage=0.1


Tree=8660
num_leaves=7
num_cat=0
split_feature=1 42 151 16 52 4
split_gain=9.38639e-06 1.92488e-05 2.61067e-05 5.16749e-05 2.48428e-05 4.59882e-05
threshold=0.12408500000000001 0.091545000000000015 -0.0083949999999999979 -0.25582999999999995 -0.049749999999999996 -0.080924999999999983
decision_type=2 2 2 2 2 2
left_child=1 2 -1 -4 -5 -6
right_child=-2 -3 3 4 5 -7
leaf_value=-0.012685329770044494 0.0082531004503343854 -0.014084658124071781 0.023847041364187849 0.0099793129743939619 0.0048834712067716583 -0.023594911423244873
leaf_weight=0.0011465593733586323 0.0011649630786306651 0.0010251287695536848 0.0010342614986365898 0.0012157982447786233 0.0012838490916212073 0.0010156138754120777
leaf_count=449 289 596 160 501 515 611
internal_value=0 -0.00146995 0.00080033 0.00419895 -0.00158192 -0.0076947
internal_weight=0 0.00672121 0.00569608 0.00454952 0.00351526 0.00229946
internal_count=3121 2832 2236 1787 1627 1126
is_linear=0
shrinkage=0.1


Tree=8661
num_leaves=6
num_cat=0
split_feature=12 160 160 52 0
split_gain=8.07899e-06 2.17947e-05 2.42353e-05 5.96677e-05 2.21122e-05
threshold=0.10388500000000002 1.0000000180025095e-35 -1.0000000180025095e-35 0.077655000000000016 -0.10011499999999998
decision_type=2 2 2 2 2
left_child=1 2 -1 4 -4
right_child=-2 -3 3 -5 -6
leaf_value=-0.0068558270603210972 -0.0082948144159688732 -0.009868798592676694 0.0080114795795906187 0.027432818333753297 -0.0099019847859363585
leaf_weight=0.0014744905860346047 0.001028314067743845 0.0014094055708864569 0.0016088314621969589 0.00114293726552949 0.0012053560858787935
leaf_count=880 349 493 225 524 650
internal_value=0 0.00121176 0.00408697 0.00816444 0.000338891
internal_weight=0 0.00684102 0.00543162 0.00395712 0.00281419
internal_count=3121 2772 2279 1399 875
is_linear=0
shrinkage=0.1


Tree=8662
num_leaves=6
num_cat=0
split_feature=484 48 16 13 4
split_gain=1.61756e-05 2.22733e-05 2.47279e-05 5.65561e-05 2.20544e-05
threshold=0.0038100000000000005 0.08955500000000001 -0.15241499999999997 -0.063184999999999977 -0.0047449999999999992
decision_type=2 2 2 2 2
left_child=1 2 -1 -4 -5
right_child=-2 -3 3 4 -6
leaf_value=0.00011352450905625968 0.00023240692662150394 0.00014434488165359258 -0.00052671410399818762 -0.00021635308451972905 0.00014555171821422486
leaf_weight=0.0015141678361901456 0.0010017534129432787 0.0019839012352382713 0.0012417734652684508 0.0011838657011636917 0.0014286294469621301
leaf_count=351 460 408 849 825 228
internal_value=0 -3.31856e-05 -9.87919e-05 -0.000182201 -1.84473e-05
internal_weight=0 0.00735234 0.00536844 0.00385427 0.0026125
internal_count=3121 2661 2253 1902 1053
is_linear=0
shrinkage=0.00196078


Tree=8663
num_leaves=7
num_cat=0
split_feature=484 48 16 12 12 2
split_gain=2.36087e-05 2.67145e-05 4.25051e-05 7.41312e-05 5.30842e-05 4.07229e-05
threshold=0.073690000000000019 0.08955500000000001 -0.078844999999999985 0.088305000000000008 0.051320000000000005 0.113445
decision_type=2 2 2 2 2 2
left_child=1 2 3 -1 -4 -3
right_child=-2 5 4 -5 -6 -7
leaf_value=-0.00030221029895445111 0.00028208295258638218 0.00043300870493089098 -6.0591257038202149e-06 0.00038494093919842038 -0.0005168270047576348 -0.00012421443037454786
leaf_weight=0.0010713707999243959 0.0010000237705518082 0.0010107195406272821 0.0015749496528991043 0.0013825205623437537 0.0015544154486397171 0.0010062614432455516
leaf_count=604 394 266 268 445 1002 142
internal_value=0 -3.83987e-05 -0.00010827 8.49302e-05 -0.000259767 0.000155013
internal_weight=0 0.00760024 0.00558326 0.00245389 0.00312937 0.00201698
internal_count=3121 2727 2319 1049 1270 408
is_linear=0
shrinkage=0.00196078


Tree=8664
num_leaves=6
num_cat=0
split_feature=1 47 4 12 1
split_gain=8.221e-06 1.91966e-05 3.92833e-05 3.86295e-05 3.6115e-05
threshold=0.12408500000000001 0.090280000000000013 -0.059649999999999988 0.088305000000000008 0.093575000000000019
decision_type=2 2 2 2 2
left_child=1 2 3 -1 -4
right_child=-2 -3 4 -5 -6
leaf_value=-0.022965467345404535 0.0077264970257592651 -0.013003330343926454 -0.0015315685449185082 0.0022956980960891888 0.020267971890920167
leaf_weight=0.0010381099986491757 0.001165055597833105 0.0011716048431711073 0.0016206518244983616 0.0014521698894647472 0.0014309927870747392
leaf_count=595 289 283 975 636 343
internal_value=0 -0.00137342 0.00108523 -0.00823479 0.00869078
internal_weight=0 0.00671353 0.00554192 0.00249028 0.00305164
internal_count=3121 2832 2549 1231 1318
is_linear=0
shrinkage=0.1


Tree=8665
num_leaves=7
num_cat=0
split_feature=484 12 42 3 4 3
split_gain=2.71382e-05 2.44703e-05 3.59454e-05 4.22703e-05 5.55764e-05 4.19551e-05
threshold=0.073690000000000019 0.10388500000000002 0.091295000000000015 -0.078934999999999991 0.033845000000000007 0.10732000000000001
decision_type=2 2 2 2 2 2
left_child=1 2 3 -1 -5 -6
right_child=-2 -3 -4 4 5 -7
leaf_value=-0.00035823363209763705 0.00029979145395421644 -0.00032423200184412813 0.00029633153725834794 0.00028423695342553573 8.9420909393981093e-05 -0.00046652336976190338
leaf_weight=0.0014327940633325322 0.0010026288909729493 0.0010312850142710304 0.0012750004949987261 0.0018349660488601251 0.0010631546607797579 0.0010251138769172543
leaf_count=1191 394 322 528 417 150 119
internal_value=0 -4.32551e-05 4.43622e-07 -6.99924e-05 3.52754e-05 -0.000183488
internal_weight=0 0.00766231 0.00663103 0.00535603 0.00392323 0.00208827
internal_count=3121 2727 2405 1877 686 269
is_linear=0
shrinkage=0.00196078


Tree=8666
num_leaves=6
num_cat=0
split_feature=15 2 0 16 52
split_gain=8.88878e-06 2.40813e-05 5.72834e-05 3.27632e-05 1.30702e-05
threshold=-0.11713499999999999 0.092875000000000013 0.10455500000000001 -0.091114999999999988 -0.0064899999999999992
decision_type=2 2 2 2 2
left_child=-1 3 -3 -2 -5
right_child=1 2 -4 4 -6
leaf_value=-0.007083516599176819 0.020383624260209187 -0.016692602992376144 0.013380988392229794 -0.0079506341176434729 0.0066285216048055963
leaf_weight=0.0014558461422503792 0.0012021824713012801 0.0017137068932198214 0.0010047002898972257 0.0010868256444810864 0.0014161952095104429
leaf_count=484 322 812 124 575 804
internal_value=0 0.00157058 -0.00557766 0.00681505 0.000298171
internal_weight=0 0.00642361 0.00271841 0.0037052 0.00250302
internal_count=3121 2637 936 1701 1379
is_linear=0
shrinkage=0.1


Tree=8667
num_leaves=7
num_cat=0
split_feature=43 4 0 151 16 1
split_gain=1.04094e-05 2.96882e-05 2.81702e-05 2.31312e-05 4.2595e-05 4.08203e-05
threshold=-0.24021999999999996 -0.35136499999999998 -0.061629999999999997 -0.0083949999999999979 -0.078844999999999985 0.090405000000000013
decision_type=2 2 2 2 2 2
left_child=-1 -2 3 -3 5 -5
right_child=1 2 -4 4 -6 -7
leaf_value=-0.00018450737919702793 -0.00026482814642946203 -0.00020256902016469786 0.00037754472659567203 -1.3712602478766995e-05 -0.00015207547490084358 0.00052478014314509276
leaf_weight=0.0010602358121215233 0.0011527070018144724 0.00133573631095764 0.0010092017707732989 0.0010104718889278181 0.0015321464425808438 0.0011654571178733076
leaf_count=166 225 465 326 733 957 249
internal_value=0 2.35815e-05 7.85048e-05 1.86708e-05 9.83666e-05 0.000274711
internal_weight=0 0.00720572 0.00605301 0.00504381 0.00370808 0.00217593
internal_count=3121 2955 2730 2404 1939 982
is_linear=0
shrinkage=0.00196078


Tree=8668
num_leaves=6
num_cat=0
split_feature=47 13 1 15 13
split_gain=8.84506e-06 2.02642e-05 3.01356e-05 5.45219e-05 2.60567e-05
threshold=0.09550500000000002 -0.13710499999999998 0.095285000000000022 -0.0040799999999999994 -0.0034749999999999994
decision_type=2 2 2 2 2
left_child=1 -1 3 -3 -5
right_child=-2 2 -4 4 -6
leaf_value=-0.014173904676364219 0.0063274117915237751 -0.023732839844198265 0.011264553454695786 0.014652260082489398 -0.0069607748325078503
leaf_weight=0.0010887358498539871 0.0017135153867355426 0.0010422886991378506 0.001797734019002465 0.0011285526796905618 0.0011029885406172607
leaf_count=227 314 848 580 811 341
internal_value=0 -0.00179524 0.000862139 -0.00485006 0.00396954
internal_weight=0 0.0061603 0.00507156 0.00327383 0.00223154
internal_count=3121 2807 2580 2000 1152
is_linear=0
shrinkage=0.1


Tree=8669
num_leaves=6
num_cat=0
split_feature=48 0 1 0 16
split_gain=9.50386e-06 6.18576e-05 3.51801e-05 4.20022e-05 3.7968e-05
threshold=0.083685000000000009 -0.18113999999999997 0.111945 -0.10224499999999999 -0.056919999999999991
decision_type=2 2 2 2 2
left_child=2 -2 3 -1 -5
right_child=1 -3 -4 4 -6
leaf_value=-0.023504181050806306 -0.010195620719729435 0.022000601189028926 0.011521914674327139 0.01137934098655056 -0.011262802758375887
leaf_weight=0.0011172565842141836 0.0012452297943475049 0.0011458513713635725 0.0013739722605103678 0.0013805389610400799 0.0015976842432170264
leaf_count=283 90 503 354 965 926
internal_value=0 0.00523342 -0.00232458 -0.00696987 -0.000767162
internal_weight=0 0.00239108 0.00546945 0.00409548 0.00297822
internal_count=3121 593 2528 2174 1891
is_linear=0
shrinkage=0.1


Tree=8670
num_leaves=6
num_cat=0
split_feature=15 1 3 12 1
split_gain=9.59957e-06 3.65594e-05 4.9592e-05 5.04803e-05 8.0585e-05
threshold=0.035560000000000008 1.0000000180025095e-35 0.10893000000000001 0.090840000000000018 0.094385000000000011
decision_type=2 2 2 2 2
left_child=1 -1 3 4 -3
right_child=-2 2 -4 -5 -6
leaf_value=-0.011120923955559733 -0.0064787353961008633 0.0037530448112635217 -0.0097360656674848282 -0.0051027909770166311 0.042661178595421623
leaf_weight=0.0015954701893250208 0.0017805108901415359 0.0011321427340747555 0.0013221413473617992 0.0010078147185591086 0.0010047366520358867
leaf_count=851 1180 242 222 277 349
internal_value=0 0.00187289 0.00651403 0.0133462 0.0220472
internal_weight=0 0.00606231 0.00446684 0.00314469 0.00213688
internal_count=3121 1941 1090 868 591
is_linear=0
shrinkage=0.1


Tree=8671
num_leaves=6
num_cat=0
split_feature=42 160 43 16 0
split_gain=1.01237e-05 1.56785e-05 2.4277e-05 3.35278e-05 4.50956e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.074359999999999996 -0.056919999999999991 -0.15599999999999997
decision_type=2 2 2 2 2
left_child=-1 -2 -3 4 -4
right_child=1 2 3 -5 -6
leaf_value=-0.0079141694156255014 -0.0074651450265987981 0.015563075218371648 -0.0068258995101451508 -0.013375174371360477 0.020648032576193184
leaf_weight=0.0013440908090053463 0.0014681232257487678 0.0013822411916990496 0.0011953160167716584 0.0012370614128928356 0.0011944328952378878
leaf_count=862 828 482 114 322 513
internal_value=0 0.0016226 0.00428616 -1.16714e-05 0.00690599
internal_weight=0 0.00647717 0.00500905 0.00362681 0.00238975
internal_count=3121 2259 1431 949 627
is_linear=0
shrinkage=0.1


Tree=8672
num_leaves=6
num_cat=0
split_feature=13 47 4 0 52
split_gain=1.01613e-05 2.02393e-05 2.64557e-05 4.8986e-05 2.32418e-05
threshold=-0.23438999999999996 0.10904500000000002 0.0061450000000000003 -0.17169499999999996 -0.0064899999999999992
decision_type=2 2 2 2 2
left_child=-1 2 4 -4 -2
right_child=1 -3 3 -5 -6
leaf_value=0.0093854471903640178 -0.016068671103847781 -0.013991506855984779 0.025478290872874478 -0.0022684286238906707 0.0017975517623794388
leaf_weight=0.001002478728902443 0.0012291900267871155 0.0010747180368283083 0.0010171147908292488 0.0016993486254433358 0.0017861900717325672
leaf_count=169 862 163 102 587 1238
internal_value=0 -0.00139837 0.000962834 0.00812067 -0.00548544
internal_weight=0 0.00680656 0.00573184 0.00271646 0.00301538
internal_count=3121 2952 2789 689 2100
is_linear=0
shrinkage=0.1


Tree=8673
num_leaves=7
num_cat=0
split_feature=16 160 43 1 49 0
split_gain=1.04084e-05 4.75725e-05 3.75848e-05 2.7083e-05 1.8495e-05 3.13577e-05
threshold=-0.014034999999999997 -0.013324999999999998 -0.074359999999999996 0.085110000000000005 -0.026779999999999995 -0.11756999999999999
decision_type=2 2 2 2 2 2
left_child=3 -2 -3 -1 -5 -6
right_child=1 2 -4 4 5 -7
leaf_value=-0.016486833656835381 0.022383291638205544 0.0094995183947403743 -0.01548990921045462 0.012675449831018979 -0.014759510694348521 0.0090056570489610178
leaf_weight=0.0011411693729913254 0.0010066015866776606 0.001157085787862446 0.0012542960977428234 0.0010073084391045411 0.0011877455983557252 0.0010425691451791115
leaf_count=1076 448 395 375 186 154 487
internal_value=0 0.00412345 -0.0034989 -0.0032401 0.001429 -0.00365039
internal_weight=0 0.00341798 0.00241138 0.00437879 0.00323762 0.00223031
internal_count=3121 1218 770 1903 827 641
is_linear=0
shrinkage=0.1


Tree=8674
num_leaves=6
num_cat=0
split_feature=43 43 13 2 4
split_gain=1.01083e-05 3.08349e-05 1.82265e-05 2.7812e-05 4.36655e-05
threshold=-0.09225499999999999 -0.063379999999999978 -0.095304999999999987 0.11215000000000001 0.0061450000000000003
decision_type=2 2 2 2 2
left_child=-1 -2 -3 4 -4
right_child=1 2 3 -5 -6
leaf_value=-0.0067798404668025676 0.0179472329636397 0.0077312574583507558 -0.012718317308850575 -0.018832139442312195 0.014003462574164344
leaf_weight=0.0017187404387112651 0.0010007833213761912 0.0015589853671958216 0.0012280859895380026 0.0010557730158325734 0.0012180212236276248
leaf_count=476 919 314 963 233 216
internal_value=0 0.00190857 -0.00126307 -0.00526721 0.000587598
internal_weight=0 0.00606165 0.00506087 0.00350188 0.00244611
internal_count=3121 2645 1726 1412 1179
is_linear=0
shrinkage=0.1


Tree=8675
num_leaves=6
num_cat=0
split_feature=4 4 12 52 1
split_gain=1.58498e-05 2.65763e-05 3.35262e-05 3.36177e-05 2.859e-05
threshold=0.27044500000000005 0.098655000000000007 0.084225000000000008 0.08976000000000002 0.094385000000000011
decision_type=2 2 2 2 2
left_child=1 2 4 -4 -1
right_child=-2 -3 3 -5 -6
leaf_value=1.1277812486513939e-05 0.00019072009264046262 -0.00028762575343495376 -0.00037122598530085613 8.5945219519689134e-05 0.00040415444924361328
leaf_weight=0.001944832985333887 0.0013426437003378955 0.0013610411948973633 0.0012867977297585328 0.0011905430381758141 0.0011235319271581806
leaf_count=441 365 182 1341 517 275
internal_value=0 -4.21078e-05 1.81478e-05 -0.000151522 0.000155136
internal_weight=0 0.00690675 0.00554571 0.00247734 0.00306836
internal_count=3121 2756 2574 1858 716
is_linear=0
shrinkage=0.00196078


Tree=8676
num_leaves=7
num_cat=0
split_feature=484 1 2 48 15 13
split_gain=1.91527e-05 1.97697e-05 3.0022e-05 6.38438e-05 3.19027e-05 3.85547e-05
threshold=0.044540000000000003 0.12408500000000001 0.11389000000000002 0.08975000000000001 0.087825000000000014 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2
left_child=1 2 3 4 5 -1
right_child=-2 -3 -4 -5 -6 -7
leaf_value=-0.00047413584237485367 0.00024952700589442122 0.00019201671372528396 -0.00037795628642357684 0.00042214522191925231 0.00017352894603950254 -2.9724912561564104e-05
leaf_weight=0.0013676028585155463 0.0010076710238050316 0.001194270810676047 0.0010952299612279892 0.001005939210164928 0.001000716756880939 0.0016633728894279816
leaf_count=919 435 242 290 253 602 380
internal_value=0 -3.87869e-05 -8.37319e-05 -1.97647e-05 -0.000130025 -0.000230247
internal_weight=0 0.00732713 0.00613286 0.00503763 0.00403169 0.00303098
internal_count=3121 2686 2444 2154 1901 1299
is_linear=0
shrinkage=0.00196078


Tree=8677
num_leaves=7
num_cat=0
split_feature=484 48 0 52 43 1
split_gain=2.29851e-05 1.94567e-05 7.59428e-05 2.8982e-05 3.82932e-05 2.27308e-05
threshold=0.044540000000000003 0.082620000000000013 -0.18113999999999997 -1.0000000180025095e-35 -0.0037449999999999996 0.077565000000000009
decision_type=2 2 2 2 2 2
left_child=1 3 -3 -1 -5 -6
right_child=-2 2 -4 4 5 -7
leaf_value=-0.00038520172754903632 0.00027420292209002199 -0.0002230242900480361 0.00048804149559433866 -0.00025345231894664556 -6.240328431355842e-05 0.00033754526158706258
leaf_weight=0.0011448030383384607 0.0010024767165005754 0.0012482834463660444 0.0010745733286313247 0.0016702187167772211 0.001074910365053393 0.0011110673057996706
leaf_count=666 435 83 461 880 298 298
internal_value=0 -4.2369e-05 0.000105921 -0.000111246 -2.99163e-05 0.000140879
internal_weight=0 0.00732386 0.00232286 0.005001 0.0038562 0.00218598
internal_count=3121 2686 544 2142 1476 596
is_linear=0
shrinkage=0.00196078


Tree=8678
num_leaves=6
num_cat=0
split_feature=3 15 13 3 1
split_gain=8.96954e-06 1.82922e-05 3.37211e-05 4.62577e-05 2.73126e-05
threshold=0.13524500000000003 -0.11713499999999999 -0.033284999999999988 0.083060000000000009 1.0000000180025095e-35
decision_type=2 2 2 2 2
left_child=1 -1 -3 4 -4
right_child=-2 2 3 -5 -6
leaf_value=-0.013401815245987629 0.0081611755225676225 -0.010503845142463122 0.0036605601015195308 -0.0073505862832378326 0.025544476654864812
leaf_weight=0.0010702934256847669 0.0011435285061283298 0.001777069309036824 0.0010850162948238856 0.0015184632096222235 0.0012022417481062013
leaf_count=397 192 1350 590 179 413
internal_value=0 -0.00142627 0.000869592 0.00618038 0.0151633
internal_weight=0 0.00665308 0.00558279 0.00380572 0.00228726
internal_count=3121 2929 2532 1182 1003
is_linear=0
shrinkage=0.1


Tree=8679
num_leaves=6
num_cat=0
split_feature=43 43 3 3 4
split_gain=9.49461e-06 2.67568e-05 1.80871e-05 4.68078e-05 4.38612e-05
threshold=-0.09225499999999999 -0.063379999999999978 -0.082974999999999979 0.090900000000000009 0.033845000000000007
decision_type=2 2 2 2 2
left_child=-1 -2 -3 -4 -5
right_child=1 2 3 4 -6
leaf_value=-0.0065814351663688615 0.016777655538503859 0.010785745651221923 -0.018008885884831884 0.016024761784512204 -0.010470067198165692
leaf_weight=0.0017173080584795067 0.0010013498808355481 0.0010203707781778169 0.0015157244443512888 0.0014017545522676527 0.0011273222672164103
leaf_count=476 919 589 779 192 166
internal_value=0 0.00184107 -0.00111179 -0.00411315 0.00421484
internal_weight=0 0.00606652 0.00506517 0.0040448 0.00252908
internal_count=3121 2645 1726 1137 358
is_linear=0
shrinkage=0.1


Tree=8680
num_leaves=6
num_cat=0
split_feature=50 4 151 16 0
split_gain=2.01915e-05 3.69884e-05 3.52664e-05 3.21707e-05 2.01738e-05
threshold=1.0000000180025095e-35 0.36766000000000004 -0.024429999999999997 -0.084119999999999986 -0.053834999999999994
decision_type=2 2 2 2 2
left_child=1 2 -1 -4 -5
right_child=-2 -3 3 4 -6
leaf_value=0.00030695499818724869 -0.00026654547502888052 0.00036489687122735184 -0.00029395004134728889 0.00018504247876178717 -0.00011357602566977941
leaf_weight=0.0010222302941321846 0.0010073410932586188 0.0010799723039116417 0.0019220610520365535 0.0015893309099354088 0.0019211882530379774
leaf_count=361 627 303 570 960 300
internal_value=0 2.90334e-05 -2.71609e-05 -9.00304e-05 2.16187e-05
internal_weight=0 0.00753478 0.00645481 0.00543258 0.00351052
internal_count=3121 2494 2191 1830 1260
is_linear=0
shrinkage=0.00196078


Tree=8681
num_leaves=5
num_cat=0
split_feature=0 2 15 2
split_gain=8.88676e-06 2.87688e-05 2.70098e-05 1.96904e-05
threshold=-0.10607499999999999 0.083995000000000014 -0.095869999999999983 0.095195000000000016
decision_type=2 2 2 2
left_child=2 -2 -1 -3
right_child=1 3 -4 -5
leaf_value=-0.0048836428166746208 -0.013128810056543353 0.01363180791499069 0.013691102888596571 -0.0032152516916451757
leaf_weight=0.0016196511684313662 0.0017056604314608518 0.0011196484502464393 0.0015152067461491011 0.0018238372883767095
leaf_count=253 800 1006 307 755
internal_value=0 -0.00279504 0.0040943 0.00319306
internal_weight=0 0.00464915 0.00313486 0.00294349
internal_count=3121 2561 560 1761
is_linear=0
shrinkage=0.1


Tree=8682
num_leaves=6
num_cat=0
split_feature=4 4 12 52 1
split_gain=9.75408e-06 1.6739e-05 3.01515e-05 2.9674e-05 2.38702e-05
threshold=0.27044500000000005 0.098655000000000007 0.084225000000000008 0.08976000000000002 0.094385000000000011
decision_type=2 2 2 2 2
left_child=1 2 4 -4 -1
right_child=-2 -3 3 -5 -6
leaf_value=0.0008394101198276135 0.0080052347538451148 -0.011827345543100665 -0.018412053099453856 0.0041696800456907067 0.019681835115001749
leaf_weight=0.0018353050901142678 0.0012680657574922006 0.0012807698974404806 0.0012083856594819343 0.0011224505942041753 0.0010610130113210361
leaf_count=441 365 182 1341 517 275
internal_value=0 -0.00158168 0.000928738 -0.00753747 0.00774199
internal_weight=0 0.00650792 0.00522715 0.00233084 0.00289632
internal_count=3121 2756 2574 1858 716
is_linear=0
shrinkage=0.1


Tree=8683
num_leaves=7
num_cat=0
split_feature=484 1 48 0 16 48
split_gain=3.38867e-05 2.02502e-05 2.57122e-05 3.74107e-05 7.01687e-05 1.7518e-05
threshold=0.073690000000000019 0.12500000000000003 0.082620000000000013 -0.11173999999999999 -0.078844999999999985 0.10061000000000002
decision_type=2 2 2 2 2 2
left_child=1 2 3 -1 -5 -4
right_child=-2 -3 5 4 -6 -7
leaf_value=-0.00050998924350550143 0.00032979446222156149 0.00019069146056986281 0.00027148896583895923 0.00024254204196980114 -0.00032548230510090178 -9.5065368560074331e-05
leaf_weight=0.0010137814522013944 0.0010047241761702531 0.0011126680041702447 0.0010034845255814178 0.0014680282163418304 0.0019424551419847721 0.0010015818711881974
leaf_count=228 394 232 294 727 1067 179
internal_value=0 -5.354e-05 -9.5807e-05 -0.000179283 -8.09786e-05 8.83857e-05
internal_weight=0 0.007542 0.00642933 0.00442426 0.00341048 0.00200507
internal_count=3121 2727 2495 2022 1794 473
is_linear=0
shrinkage=0.00196078


Tree=8684
num_leaves=6
num_cat=0
split_feature=16 52 0 0 2
split_gain=9.9783e-06 3.84344e-05 3.23642e-05 3.75564e-05 7.82724e-05
threshold=0.38525000000000004 0.10160000000000001 -0.077999999999999986 -0.10607499999999999 0.11215000000000001
decision_type=2 2 2 2 2
left_child=1 2 3 4 -1
right_child=-2 -3 -4 -5 -6
leaf_value=0.016236596362527941 0.0087474720016529808 -0.01737090538189565 0.014379206996261905 -0.018246659793379187 -0.018695059493395158
leaf_weight=0.0017599526935641123 0.0011116937231044708 0.0012399224943409224 0.001545890359482726 0.001112748205449079 0.001009343073808499
leaf_count=297 311 591 575 1197 150
internal_value=0 -0.00148592 0.00214274 -0.00273001 0.00350483
internal_weight=0 0.00666786 0.00542793 0.00388204 0.0027693
internal_count=3121 2810 2219 1644 447
is_linear=0
shrinkage=0.1


Tree=8685
num_leaves=7
num_cat=0
split_feature=50 160 47 42 2 2
split_gain=2.78134e-05 2.89407e-05 2.66272e-05 5.86076e-05 3.69416e-05 2.97664e-05
threshold=0.079410000000000008 -0.027994999999999996 0.09550500000000002 0.091295000000000015 0.089775000000000008 0.10444500000000002
decision_type=2 2 2 2 2 2
left_child=1 -1 3 4 -3 -6
right_child=-2 2 -4 -5 5 -7
leaf_value=0.00028733115025298143 -0.00030889471775290804 -0.00051772973100665991 0.00020951414053503649 0.00032325034748492546 0.00013584147802384603 -0.00028376896546115769
leaf_weight=0.0014366126065744854 0.0010146276294896936 0.0010609880771622645 0.0014584837946746343 0.0010142718842719167 0.0012422492831404011 0.0013632521730274742
leaf_count=625 609 700 183 358 293 353
internal_value=0 3.68032e-05 -2.18216e-05 -9.39037e-05 -0.000209302 -8.37074e-05
internal_weight=0 0.00757586 0.00613925 0.00468076 0.00366649 0.0026055
internal_count=3121 2512 1887 1704 1346 646
is_linear=0
shrinkage=0.00196078


Tree=8686
num_leaves=7
num_cat=0
split_feature=4 457 49 42 13 16
split_gain=2.42524e-05 1.91971e-05 3.15546e-05 3.20939e-05 3.70625e-05 3.33312e-05
threshold=0.26790000000000008 0.069910000000000014 -0.006494999999999999 -0.084624999999999992 -0.082014999999999991 -0.0057949999999999989
decision_type=2 2 2 2 2 2
left_child=1 2 -1 -4 -5 -6
right_child=-2 -3 3 4 5 -7
leaf_value=-0.00038803511311279155 0.00023043125539561841 0.00019781380311557136 0.00028316595051707465 0.00012014519972871054 -0.00053262146875064436 -5.465519104143036e-05
leaf_weight=0.0011366894384905587 0.0014036929344200515 0.0010145952381411701 0.0010248196058061502 0.0016145093359549085 0.0010151918373165762 0.0012536273388376365
leaf_count=341 377 229 378 628 678 490
internal_value=0 -5.17655e-05 -9.36561e-05 -2.54802e-05 -0.000106933 -0.000268523
internal_weight=0 0.00705943 0.00604484 0.00490815 0.00388333 0.00226882
internal_count=3121 2744 2515 2174 1796 1168
is_linear=0
shrinkage=0.00196078


Tree=8687
num_leaves=6
num_cat=0
split_feature=50 15 16 0 0
split_gain=2.50616e-05 3.94831e-05 3.59658e-05 5.38449e-05 4.11387e-05
threshold=1.0000000180025095e-35 -0.10653 -0.013324999999999998 -0.10224499999999999 -0.053834999999999994
decision_type=2 2 2 2 2
left_child=1 -1 3 -3 -4
right_child=-2 2 4 -5 -6
leaf_value=0.00031760908416685404 -0.0002913520388459032 -0.00045571953760616926 0.00040894883022967664 0.00010006935896375867 -6.232283959312265e-05
leaf_weight=0.0015455086718375874 0.0010021861207878992 0.0014590403925855409 0.0011219836209915603 0.0012394988633753403 0.0019495692386911315
leaf_count=454 627 227 668 848 297
internal_value=0 3.92752e-05 -3.52761e-05 -0.000200433 0.000109824
internal_weight=0 0.0073156 0.00577009 0.00269854 0.00307155
internal_count=3121 2494 2040 1075 965
is_linear=0
shrinkage=0.00196078


Tree=8688
num_leaves=6
num_cat=0
split_feature=4 151 47 1 12
split_gain=9.87549e-06 1.42146e-05 2.36654e-05 5.00864e-05 3.05353e-05
threshold=0.27044500000000005 -0.024429999999999997 0.09550500000000002 0.090840000000000018 0.088305000000000008
decision_type=2 2 2 2 2
left_child=1 -1 3 4 -3
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leaf_value=0.0092885761865348498 0.0080318231770288347 -0.011090500797429351 0.0092760944907151373 -0.02392373518641995 0.0087396579665492951
leaf_weight=0.0010128430018545879 0.0012719849582016182 0.001414195024709996 0.0011337577815236661 0.0012427830293004942 0.0017220871405096282
leaf_count=451 365 830 209 419 847
internal_value=0 -0.00159999 -0.00360049 -0.00693429 -0.000202048
internal_weight=0 0.00652567 0.00551282 0.00437907 0.00313628
internal_count=3121 2756 2305 2096 1677
is_linear=0
shrinkage=0.1


Tree=8689
num_leaves=7
num_cat=0
split_feature=484 1 2 48 15 43
split_gain=1.49065e-05 1.93503e-05 3.09482e-05 5.27991e-05 3.30603e-05 4.38217e-05
threshold=0.0038100000000000005 0.12408500000000001 0.11389000000000002 0.089155000000000012 0.087825000000000014 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2
left_child=1 2 3 4 5 -1
right_child=-2 -3 -4 -5 -6 -7
leaf_value=-0.0005080164305695579 0.00022017913226454757 0.00019549978844377806 -0.00037883813888954287 0.00038816977208543395 0.00019382078981489538 -2.4660607559195771e-05
leaf_weight=0.0012002814873489751 0.0010020723833597403 0.0011750098531276704 0.0010892797770553726 0.0010029733527434108 0.0010007914269513076 0.0018064561049038036
leaf_count=909 460 242 289 265 588 368
internal_value=0 -3.49095e-05 -7.92936e-05 -1.41728e-05 -0.000114868 -0.000217615
internal_weight=0 0.00727479 0.00609978 0.0050105 0.00400753 0.00300674
internal_count=3121 2661 2419 2130 1865 1277
is_linear=0
shrinkage=0.00196078


Tree=8690
num_leaves=6
num_cat=0
split_feature=15 16 0 52 3
split_gain=8.96069e-06 3.08018e-05 4.405e-05 3.87727e-05 5.00468e-05
threshold=-0.15026499999999995 -0.27167499999999994 -0.10607499999999999 0.08976000000000002 -0.074479999999999977
decision_type=2 2 2 2 2
left_child=-1 -2 -3 4 -4
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leaf_value=0.0083084468794643422 -0.016070928734955178 0.015438646190820166 -0.027642282975846724 0.0075068665734897184 0.0024235513233514662
leaf_weight=0.0011058795174293447 0.0011800086307192544 0.001644652792072058 0.0011174505896990119 0.0016490752095199308 0.0010973048673051827
leaf_count=363 239 265 1333 565 356
internal_value=0 -0.0014088 0.00173207 -0.00410218 -0.0127461
internal_weight=0 0.00668849 0.00550848 0.00386383 0.00221476
internal_count=3121 2758 2519 2254 1689
is_linear=0
shrinkage=0.1


Tree=8691
num_leaves=6
num_cat=0
split_feature=51 52 1 4 1
split_gain=9.84927e-06 1.54781e-05 2.50296e-05 4.45596e-05 2.63156e-05
threshold=0.087505000000000013 0.090245000000000006 0.092695000000000013 0.24564500000000003 0.077565000000000009
decision_type=2 2 2 2 2
left_child=1 2 4 -4 -1
right_child=-2 -3 3 -5 -6
leaf_value=0.0015115000148034142 -0.0085755095968304534 -0.0066255047419109181 -0.016453500339604254 0.01039190849771704 0.022433905509119331
leaf_weight=0.0012464604648001411 0.0011490703093053473 0.0017466985353798712 0.0012085565071331609 0.0012659847739015257 0.0011611995313098563
leaf_count=1041 435 593 393 287 372
internal_value=0 0.00145311 0.00434338 -0.00271929 0.0116022
internal_weight=0 0.0066289 0.0048822 0.00247454 0.00240766
internal_count=3121 2686 2093 680 1413
is_linear=0
shrinkage=0.1


Tree=8692
num_leaves=6
num_cat=0
split_feature=16 52 0 0 2
split_gain=9.33265e-06 2.97358e-05 3.15458e-05 2.52834e-05 6.16879e-05
threshold=0.38525000000000004 0.10160000000000001 -0.077999999999999986 -0.10607499999999999 0.11215000000000001
decision_type=2 2 2 2 2
left_child=1 2 3 4 -1
right_child=-2 -3 -4 -5 -6
leaf_value=0.013373414042969677 0.0084565337406256932 -0.015408689878856466 0.013847727959378968 -0.015811948677998237 -0.017681679477234806
leaf_weight=0.0017558518580008818 0.0011116155218594609 0.0012402662720716693 0.0015430419754011307 0.0011094994266118985 0.0010061788513505243
leaf_count=297 311 591 575 1197 150
internal_value=0 -0.00144193 0.00175731 -0.00306146 0.00206037
internal_weight=0 0.00665484 0.00541457 0.00387153 0.00276203
internal_count=3121 2810 2219 1644 447
is_linear=0
shrinkage=0.1


Tree=8693
num_leaves=6
num_cat=0
split_feature=16 4 2 2 0
split_gain=9.72306e-06 2.36043e-05 2.55521e-05 3.82241e-05 1.95555e-05
threshold=-0.48836499999999994 0.098655000000000007 0.10912000000000001 0.095195000000000016 -0.077999999999999986
decision_type=2 2 2 2 2
left_child=-1 2 3 4 -2
right_child=1 -3 -4 -5 -6
leaf_value=0.008244211216689416 -0.0029926427144306433 -0.013134336311331582 0.015127636421190131 -0.018632246118131149 0.013390450256973311
leaf_weight=0.0012019994767578437 0.0018121844930064704 0.0013847260556925168 0.0010950968218717541 0.0010390207603109824 0.0012184571612004307
leaf_count=274 1404 291 357 362 433
internal_value=0 -0.00154028 0.00156821 -0.00208047 0.00359411
internal_weight=0 0.00654949 0.00516476 0.00406966 0.00303064
internal_count=3121 2847 2556 2199 1837
is_linear=0
shrinkage=0.1


Tree=8694
num_leaves=6
num_cat=0
split_feature=1 47 4 3 12
split_gain=9.11384e-06 2.18846e-05 3.33865e-05 3.47499e-05 3.01506e-05
threshold=0.12408500000000001 0.090280000000000013 -0.059649999999999988 0.090900000000000009 0.088305000000000008
decision_type=2 2 2 2 2
left_child=1 2 4 -4 -1
right_child=-2 -3 3 -5 -6
leaf_value=-0.020550190496358617 0.008231408794120959 -0.013979095741854781 -3.4800480545390717e-05 0.022255922089205307 0.0019054750287125805
leaf_weight=0.0010227829835897787 0.0011410101108685674 0.0011506270052691727 0.0018690701668959179 0.0011175195707356091 0.0014393940789980094
leaf_count=595 289 283 1195 123 636
internal_value=0 -0.00144771 0.00119857 0.00830592 -0.00742256
internal_weight=0 0.00659939 0.00544877 0.00298659 0.00246218
internal_count=3121 2832 2549 1318 1231
is_linear=0
shrinkage=0.1


Tree=8695
num_leaves=6
num_cat=0
split_feature=51 43 12 15 4
split_gain=9.86529e-06 1.70909e-05 3.63117e-05 3.14544e-05 3.9366e-05
threshold=-0.076794999999999988 -0.15323999999999996 0.092355000000000007 -0.10653 -0.0029599999999999995
decision_type=2 2 2 2 2
left_child=-1 -2 3 -3 -5
right_child=1 2 -4 4 -6
leaf_value=-0.0079600907526354205 0.0135316160793214 0.018507411581927449 -0.01660535809763606 0.0097614143100899116 -0.012320142658162196
leaf_weight=0.0013009803712446845 0.0010099467439529733 0.0010599527498943496 0.0011277235763409166 0.0016050439731261591 0.0016244738469282489
leaf_count=537 223 361 630 1023 347
internal_value=0 0.00158868 -0.00063788 0.00356005 -0.00134579
internal_weight=0 0.00642714 0.00541719 0.00428947 0.00322952
internal_count=3121 2584 2361 1731 1370
is_linear=0
shrinkage=0.1


Tree=8696
num_leaves=7
num_cat=0
split_feature=484 12 15 52 3 16
split_gain=1.8655e-05 2.31573e-05 3.88336e-05 5.23718e-05 8.41628e-05 4.55988e-05
threshold=0.044540000000000003 0.10388500000000002 0.088235000000000022 0.096795000000000006 -0.075944999999999985 -0.071359999999999993
decision_type=2 2 2 2 2 2
left_child=1 2 3 4 -1 -6
right_child=-2 -3 -4 -5 5 -7
leaf_value=-0.00064988822331930082 0.00024151835219625269 -0.00031735324684542218 0.00031615259359405232 0.00030434066869597219 -0.00024825558123430267 0.00023190152290078998
leaf_weight=0.0010623136485922485 0.0010127025247914966 0.0010151591031504915 0.0012205166686092457 0.0011157212245844353 0.0015248393122926814 0.0015168143182837028
leaf_count=1005 435 321 538 224 297 301
internal_value=0 -4.21064e-05 1.2803e-06 -7.23461e-05 -0.000174754 -8.81044e-06
internal_weight=0 0.00745536 0.00644021 0.00521969 0.00410397 0.00304165
internal_count=3121 2686 2365 1827 1603 598
is_linear=0
shrinkage=0.00196078


Tree=8697
num_leaves=6
num_cat=0
split_feature=51 4 42 4 4
split_gain=9.67123e-06 1.30931e-05 2.56941e-05 3.44328e-05 3.09403e-05
threshold=0.087505000000000013 0.36766000000000004 0.086325000000000013 0.055260000000000011 -0.084369999999999987
decision_type=2 2 2 2 2
left_child=1 2 3 4 -1
right_child=-2 -3 -4 -5 -6
leaf_value=-0.0019847382129908778 -0.0085029201448827401 0.011933844639495719 -0.011555740649925976 -0.010775552055577044 0.018837231896826196
leaf_weight=0.0012867449713223629 0.0011458250720387956 0.0010089921423697351 0.0015156122932317032 0.0011692475905053122 0.0016022914538828495
leaf_count=445 435 309 887 195 850
internal_value=0 0.00145175 -0.000445725 0.00370344 0.00956336
internal_weight=0 0.00658289 0.0055739 0.00405828 0.00288904
internal_count=3121 2686 2377 1490 1295
is_linear=0
shrinkage=0.1


Tree=8698
num_leaves=7
num_cat=0
split_feature=16 133 16 0 13 2
split_gain=9.46482e-06 2.36977e-05 5.05881e-05 3.33757e-05 2.12937e-05 9.99332e-06
threshold=0.38525000000000004 0.090665000000000009 0.013515000000000001 -0.088099999999999984 -0.012119999999999997 0.09142500000000002
decision_type=2 2 2 2 2 2
left_child=1 2 3 4 -1 -6
right_child=-2 -3 -4 -5 5 -7
leaf_value=0.012396527186088101 0.008537089469101521 -0.015066867863287462 0.019307070966026681 -0.018741250900497317 0.0022765060198635828 -0.011553172119274181
leaf_weight=0.0011266390967682159 0.0011068930679267374 0.0010715581023926224 0.0012046341224537169 0.0011181596546009486 0.0010419140974544752 0.0010481016599914079
leaf_count=540 311 562 362 1031 145 170
internal_value=0 -0.00145414 0.00117912 -0.00385859 0.00131486 -0.0046588
internal_weight=0 0.00661101 0.00553945 0.00433481 0.00321665 0.00209002
internal_count=3121 2810 2248 1886 855 315
is_linear=0
shrinkage=0.1


Tree=8699
num_leaves=6
num_cat=0
split_feature=51 43 12 2 3
split_gain=1.06925e-05 1.42063e-05 2.99682e-05 2.55789e-05 2.84204e-05
threshold=-0.076794999999999988 -0.15323999999999996 0.092355000000000007 0.089775000000000008 0.0068900000000000012
decision_type=2 2 2 2 2
left_child=-1 -2 3 -3 -5
right_child=1 2 -4 4 -6
leaf_value=-0.0082783134993276823 0.012586462788463249 -0.0078491379230973546 -0.014923668978769403 0.021126290895740897 0.00085933333462720376
leaf_weight=0.0013024901813868004 0.0010036127135168542 0.0013651953055910104 0.0011210268017769788 0.0011321939280805617 0.0017792820592208267
leaf_count=537 223 1067 630 421 243
internal_value=0 0.00166131 -0.000370044 0.00344484 0.0087406
internal_weight=0 0.00640131 0.0053977 0.00427667 0.00291148
internal_count=3121 2584 2361 1731 664
is_linear=0
shrinkage=0.1


Tree=8700
num_leaves=6
num_cat=0
split_feature=43 133 42 4 0
split_gain=9.44537e-06 3.36562e-05 3.49342e-05 2.65342e-05 7.94151e-05
threshold=-0.09225499999999999 0.076280000000000014 0.082250000000000004 -0.062539999999999984 -0.14832499999999996
decision_type=2 2 2 2 2
left_child=-1 2 3 -2 -5
right_child=1 -3 -4 4 -6
leaf_value=-0.0066097537905989842 -0.010966136043660783 0.017902111814411852 -0.018001033485456105 -0.0049182098602750524 0.029785019047714512
leaf_weight=0.001694423872809961 0.0010423781577795829 0.0010721172903047343 0.0010326260753125895 0.0018167755529606409 0.0010351380348614611
leaf_count=476 525 827 671 184 438
internal_value=0 0.00184534 -0.00164867 0.00268739 0.00767777
internal_weight=0 0.00599904 0.00492692 0.00389429 0.00285191
internal_count=3121 2645 1818 1147 622
is_linear=0
shrinkage=0.1


Tree=8701
num_leaves=7
num_cat=0
split_feature=1 47 1 15 4 13
split_gain=1.97216e-05 2.69623e-05 3.79002e-05 4.11993e-05 3.23642e-05 2.71072e-05
threshold=0.12408500000000001 0.092530000000000015 0.095285000000000022 -0.0063699999999999989 -0.35136499999999998 -0.014169999999999999
decision_type=2 2 2 2 2 2
left_child=1 2 3 -1 -5 -6
right_child=-2 -3 -4 4 5 -7
leaf_value=-0.00043782098666767666 0.00022496026401938523 -0.00031906800742134629 0.00024606517677432094 -0.0002649454244934205 -6.6175426168215283e-05 0.0003800719755593211
leaf_weight=0.0010157536682168936 0.0012210158527988626 0.0011542217363591104 0.001799735355443666 0.0010473047308801118 0.0010452910197193597 0.0010481167599014751
leaf_count=848 289 264 489 97 650 484
internal_value=0 -4.47839e-05 8.36818e-06 -9.45538e-05 1.6464e-05 0.000157249
internal_weight=0 0.00711042 0.0059562 0.00415647 0.00314071 0.00209341
internal_count=3121 2832 2568 2079 1231 1134
is_linear=0
shrinkage=0.00196078


Tree=8702
num_leaves=7
num_cat=0
split_feature=50 4 42 16 2 0
split_gain=4.5723e-05 4.04246e-05 3.29341e-05 2.96461e-05 5.01775e-05 3.67324e-05
threshold=0.079410000000000008 0.36766000000000004 -1.0000000180025095e-35 -0.014034999999999997 0.092365000000000017 -0.053834999999999994
decision_type=2 2 2 2 2 2
left_child=1 2 -1 4 -4 -5
right_child=-2 -3 3 5 -6 -7
leaf_value=-0.00030171427789473572 -0.00039825759339127807 0.00040213047942317927 0.00012374631567708402 0.00045320882642610076 -0.00042479884714667659 -7.0531015784592298e-06
leaf_weight=0.0012175702526241476 0.0010049260732459507 0.0010593856164003348 0.0016454823514275622 0.0012162195829795112 0.0010503885425977642 0.0014753261600949745
leaf_count=673 609 303 436 577 267 256
internal_value=0 4.65618e-05 -1.04684e-05 5.53539e-05 -8.99826e-05 0.000200924
internal_weight=0 0.00766437 0.00660499 0.00538742 0.00269587 0.00269155
internal_count=3121 2512 2209 1536 703 833
is_linear=0
shrinkage=0.00196078


Tree=8703
num_leaves=6
num_cat=0
split_feature=16 1 13 52 43
split_gain=9.56377e-06 2.44118e-05 2.46167e-05 2.87202e-05 2.38722e-05
threshold=0.38525000000000004 0.077565000000000009 -0.0025349999999999995 -0.0064899999999999992 -1.0000000180025095e-35
decision_type=2 2 2 2 2
left_child=1 4 -3 -4 -1
right_child=-2 2 3 -5 -6
leaf_value=-0.021227724285417641 0.0085903132614674228 0.012563803720711803 -0.014534400989658134 0.005726863368746983 2.7715655903289223e-05
leaf_weight=0.0010296082317745444 0.0011045799604491278 0.0016203580605828258 0.0012140107253734234 0.0016511037098651945 0.0010854133144393594
leaf_count=1154 311 829 195 275 357
internal_value=0 -0.00146316 0.00271289 -0.00285827 -0.0103196
internal_weight=0 0.00660049 0.00448547 0.00286511 0.00211502
internal_count=3121 2810 1299 470 1511
is_linear=0
shrinkage=0.1


Tree=8704
num_leaves=6
num_cat=0
split_feature=15 43 16 43 0
split_gain=1.00911e-05 1.49626e-05 2.59436e-05 2.53841e-05 5.62095e-05
threshold=-0.11713499999999999 -0.17390999999999998 0.22339500000000004 -0.014584999999999999 -0.10224499999999999
decision_type=2 2 2 2 2
left_child=-1 -2 3 -3 -5
right_child=1 2 -4 4 -6
leaf_value=-0.0076502143466497842 0.012223129289280744 -0.010225777361809518 -0.014942884547425784 -0.0051564775906611749 0.021940296034516488
leaf_weight=0.0014147128980536916 0.0011116830897198223 0.0010847093645885339 0.0010098219680909851 0.0016302903604130197 0.0014432942055793308
leaf_count=484 184 1059 385 244 765
internal_value=0 0.00169852 -0.000565371 0.00292614 0.00756763
internal_weight=0 0.0062798 0.00516812 0.00415829 0.00307358
internal_count=3121 2637 2453 2068 1009
is_linear=0
shrinkage=0.1


Tree=8705
num_leaves=7
num_cat=0
split_feature=50 16 160 52 52 0
split_gain=2.79551e-05 2.97891e-05 4.20153e-05 3.6485e-05 3.34216e-05 4.43754e-05
threshold=0.079410000000000008 -0.014034999999999997 -0.054789999999999998 0.09086000000000001 0.0046550000000000003 -0.11756999999999999
decision_type=2 2 2 2 2 2
left_child=1 4 -3 -4 5 -1
right_child=-2 2 3 -5 -6 -7
leaf_value=-0.00016399834729134344 -0.00031249773090797966 0.00050481677054236586 -0.00016208134278067693 0.00031514147207198855 -0.00038806732490062222 0.00032907928469743471
leaf_weight=0.0018402412058425345 0.001005352259623349 0.0010082396284275992 0.0015140608708555231 0.0010383293149548126 0.0010148014028352271 0.0011342524693947274
leaf_count=232 609 372 668 62 808 370
internal_value=0 3.55563e-05 0.000165925 3.20561e-05 -8.08034e-05 2.40251e-05
internal_weight=0 0.00754992 0.00356063 0.00255239 0.0039893 0.00297449
internal_count=3121 2512 1102 730 1410 602
is_linear=0
shrinkage=0.00196078


Tree=8706
num_leaves=6
num_cat=0
split_feature=42 160 43 16 0
split_gain=1.00513e-05 2.10789e-05 2.37559e-05 3.29029e-05 4.65167e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.074359999999999996 -0.056919999999999991 -0.15599999999999997
decision_type=2 2 2 2 2
left_child=-1 -2 -3 4 -4
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leaf_value=-0.0079595089109959771 -0.009031372580877382 0.01590516829865429 -0.0068336288962905006 -0.012962542281627024 0.021286329989205637
leaf_weight=0.001321473335972421 0.0014380703980056402 0.0013725143127649754 0.0011689952772723899 0.0012121411765643403 0.0011841970059985347
leaf_count=862 828 482 114 322 513
internal_value=0 0.00162308 0.00472602 0.000422484 0.00731718
internal_weight=0 0.00637592 0.00493785 0.00356533 0.00235319
internal_count=3121 2259 1431 949 627
is_linear=0
shrinkage=0.1


Tree=8707
num_leaves=7
num_cat=0
split_feature=16 1 47 48 16 43
split_gain=9.80323e-06 2.33348e-05 2.18984e-05 3.38031e-05 4.82604e-05 1.81743e-05
threshold=0.38525000000000004 0.077565000000000009 0.096175000000000024 0.086260000000000017 -0.078844999999999985 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2
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right_child=-2 2 -4 -5 -6 -7
leaf_value=-0.019695788083462715 0.0087060159059601152 0.029751869900662808 -0.010369110139777754 -0.0081447970561585852 0.00087554040122633607 -0.0011072193853711985
leaf_weight=0.0010257041022665927 0.0011029161827381742 0.0010028781948132235 0.0010083349928587141 0.0010966102065628276 0.0013686124618269562 0.001079577728748393
leaf_count=1154 311 430 184 202 483 357
internal_value=0 -0.00148119 0.0026022 0.00637355 0.013087 -0.0101637
internal_weight=0 0.00658172 0.00447644 0.0034681 0.00237149 0.00210528
internal_count=3121 2810 1299 1115 913 1511
is_linear=0
shrinkage=0.1


Tree=8708
num_leaves=7
num_cat=0
split_feature=0 4 13 49 43 3
split_gain=2.61153e-05 4.82934e-05 3.54626e-05 4.79592e-05 5.69123e-05 8.89568e-05
threshold=-0.019414999999999998 -0.46376499999999993 1.0000000180025095e-35 1.0000000180025095e-35 -0.063379999999999978 0.090900000000000009
decision_type=2 2 2 2 2 2
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leaf_value=0.00044539455859836396 -0.0001267970243736498 0.00047301708883726253 -0.00039503906446268646 -0.00037860499701004212 -0.00035551847534746466 0.00029683612974920821
leaf_weight=0.0012106295458748141 0.001003340494314948 0.0010626670769477028 0.0010843869994678667 0.0010759276995454484 0.0017333053578120255 0.0014984010649562779
leaf_count=673 169 196 452 542 885 204
internal_value=0 0.000181722 -7.08748e-05 -7.17369e-06 8.27865e-05 -5.30501e-05
internal_weight=0 0.00206601 0.00660265 0.00551826 0.00444234 0.00323171
internal_count=3121 365 2756 2304 1762 1089
is_linear=0
shrinkage=0.00196078


Tree=8709
num_leaves=6
num_cat=0
split_feature=484 48 16 13 16
split_gain=2.69139e-05 2.6527e-05 2.75738e-05 4.76641e-05 2.14309e-05
threshold=0.044540000000000003 0.08955500000000001 -0.15241499999999997 -0.063184999999999977 0.042200000000000008
decision_type=2 2 2 2 2
left_child=1 2 -1 -4 -5
right_child=-2 -3 3 4 -6
leaf_value=0.00011019087319838468 0.00030073361917443391 0.00015501865623485998 -0.00051567765647060691 -0.00021411823327751001 0.00014297119706259496
leaf_weight=0.001529000270215393 0.0010030727334384339 0.0019367670952800302 0.00125017155616274 0.0014043279197335271 0.0011968921555319009
leaf_count=356 435 408 864 777 281
internal_value=0 -4.17566e-05 -0.000112589 -0.000201033 -4.98117e-05
internal_weight=0 0.00731716 0.00538039 0.00385139 0.00260122
internal_count=3121 2686 2278 1922 1058
is_linear=0
shrinkage=0.00196078


Tree=8710
num_leaves=7
num_cat=0
split_feature=43 4 15 13 151 16
split_gain=1.66827e-05 3.06393e-05 3.36835e-05 5.8464e-05 3.59501e-05 4.16949e-05
threshold=-0.24021999999999996 -0.35136499999999998 -0.0063699999999999989 -0.014169999999999999 -0.044604999999999992 -0.090344999999999995
decision_type=2 2 2 2 2 2
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leaf_value=-0.00023938955610809272 -0.00026794051125342137 -0.00035082207502650263 -4.6498081556116658e-05 0.00056158504567924909 0.00034418212324461141 -0.00015222568101004865
leaf_weight=0.0010557690354730019 0.0011567987925663811 0.0010230269131742535 0.0012104055476276744 0.001221186941694174 0.0012357083544093663 0.0013736979157862273
leaf_count=166 225 425 747 464 451 643
internal_value=0 2.44933e-05 8.02792e-05 0.000258892 -3.9286e-05 8.28528e-05
internal_weight=0 0.00722082 0.00606403 0.00243159 0.00363243 0.00260941
internal_count=3121 2955 2730 1211 1519 1094
is_linear=0
shrinkage=0.00196078


Tree=8711
num_leaves=5
num_cat=0
split_feature=0 43 52 4
split_gain=1.02647e-05 2.55296e-05 3.19306e-05 2.40378e-05
threshold=-0.019414999999999998 -0.08756499999999999 0.070205000000000017 0.053180000000000012
decision_type=2 2 2 2
left_child=1 -1 3 -3
right_child=-2 2 -4 -5
leaf_value=-0.014941288755524399 0.0065199898077595636 -0.012116346784287491 0.016077207244787204 0.004374673415235209
leaf_weight=0.0012205990620346944 0.0018240333287263899 0.0016589987799303227 0.0011136468590477238 0.001891839996232071
leaf_count=529 365 990 810 427
internal_value=0 -0.00206587 0.00130336 -0.00333015
internal_weight=0 0.00588508 0.00466449 0.00355084
internal_count=3121 2756 2227 1417
is_linear=0
shrinkage=0.1


Tree=8712
num_leaves=6
num_cat=0
split_feature=52 52 0 13 52
split_gain=9.92807e-06 2.20594e-05 2.12963e-05 2.07092e-05 2.95368e-05
threshold=-0.081429999999999989 -0.0064899999999999992 -0.14001499999999997 -0.086589999999999986 0.083680000000000018
decision_type=2 2 2 2 2
left_child=-1 -2 -3 -4 -5
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leaf_value=0.006779359717237231 -0.014813135767006961 0.011463042117758636 -0.014140260760279478 -0.009711084713416444 0.012534803741517594
leaf_weight=0.0016749105125990421 0.0010880940283358679 0.0013795799264597962 0.0011603130780089969 0.0011209030619930293 0.0012766004259421495
leaf_count=771 438 234 383 545 750
internal_value=0 -0.00192421 0.000916233 -0.0031734 0.0021342
internal_weight=0 0.00602549 0.0049374 0.00355782 0.0023975
internal_count=3121 2350 1912 1678 1295
is_linear=0
shrinkage=0.1


Tree=8713
num_leaves=7
num_cat=0
split_feature=13 15 0 49 3 52
split_gain=1.55117e-05 1.9049e-05 2.9591e-05 5.80539e-05 3.59642e-05 2.60629e-05
threshold=-0.23438999999999996 -0.11713499999999999 -0.10011499999999998 -0.006494999999999999 -0.074084999999999998 0.08976000000000002
decision_type=2 2 2 2 2 2
left_child=-1 -2 3 -3 5 -4
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leaf_value=0.00021627508916209875 -0.00025400875272145657 -0.00012978297905556061 -0.00014625566115606539 0.00048110742185695327 -0.0004007003792131853 0.00026717612218657899
leaf_weight=0.0010562954633031472 0.0012901277994097158 0.0011906011027100418 0.0013891033236763336 0.0012018000968982779 0.0010935262018127567 0.0010143031277299727
leaf_count=169 417 169 1299 205 495 367
internal_value=0 -3.82162e-05 9.05572e-06 0.000177092 -0.000105905 2.82238e-05
internal_weight=0 0.00717946 0.00588933 0.0023924 0.00349693 0.00240341
internal_count=3121 2952 2535 374 2161 1666
is_linear=0
shrinkage=0.00196078


Tree=8714
num_leaves=7
num_cat=0
split_feature=52 160 2 42 2 3
split_gain=9.5967e-06 4.46181e-05 2.34361e-05 1.91514e-05 2.40772e-05 6.20529e-05
threshold=-0.057699999999999994 -1.0000000180025095e-35 0.089885000000000007 0.088060000000000013 0.10613000000000002 -0.059315
decision_type=2 2 2 2 2 2
left_child=2 -2 -1 4 5 -3
right_child=1 3 -4 -5 -6 -7
leaf_value=-0.0061989120641394975 -0.021392787236857714 -0.012543975905715625 0.01407571712935073 0.012724748977528344 -0.013976276948061495 0.02217749640672589
leaf_weight=0.0010021364653910628 0.0010015863302459327 0.0010603476859895882 0.0013225882639905638 0.0012068725622673402 0.0011066798673231271 0.0010002602482899127
leaf_count=397 753 655 529 458 186 143
internal_value=0 -0.00235401 0.00533578 0.00200545 -0.00207906 0.00431052
internal_weight=0 0.00537575 0.00232472 0.00437416 0.00316729 0.00206061
internal_count=3121 2195 926 1442 984 798
is_linear=0
shrinkage=0.1


Tree=8715
num_leaves=7
num_cat=0
split_feature=50 16 49 15 16 43
split_gain=2.11745e-05 2.66004e-05 3.85188e-05 3.98842e-05 3.16893e-05 2.8958e-05
threshold=1.0000000180025095e-35 -0.014034999999999997 -0.043469999999999995 -0.10653 0.071345000000000006 -0.074359999999999996
decision_type=2 2 2 2 2 2
left_child=1 2 -1 -4 -3 -6
right_child=-2 4 3 -5 5 -7
leaf_value=0.0002135099993326096 -0.00026912413810454796 0.00042044825743389183 6.9427406971247363e-05 -0.00041214919795026886 0.00025583075356521351 -0.00018054165659176961
leaf_weight=0.001206855223543963 0.0010103249860644271 0.0011719526850327224 0.0011489416693405703 0.0015575167027271663 0.001108229364718497 0.001237599389699707
leaf_count=215 627 572 322 866 233 286
internal_value=0 3.34191e-05 -7.78076e-05 -0.000207711 0.000157152 2.56118e-05
internal_weight=0 0.0074311 0.00391331 0.00270646 0.00351778 0.00234583
internal_count=3121 2494 1403 1188 1091 519
is_linear=0
shrinkage=0.00196078


Tree=8716
num_leaves=6
num_cat=0
split_feature=3 15 2 0 3
split_gain=1.03861e-05 1.92305e-05 2.61931e-05 3.49898e-05 2.55221e-05
threshold=0.13524500000000003 -0.11713499999999999 0.092875000000000013 -0.10607499999999999 -0.078934999999999991
decision_type=2 2 2 2 2
left_child=1 -1 3 -3 -5
right_child=-2 2 -4 4 -6
leaf_value=-0.013869137265061461 0.0088339355858017797 0.02093943024966223 -0.008597907832852832 -0.011916638226401134 0.0083950064004057884
leaf_weight=0.0010627818807908218 0.0011278034873215209 0.0010778999072360834 0.001921266659074084 0.0011108713096053631 0.0013960609953182778
leaf_count=397 192 151 841 1161 379
internal_value=0 -0.0015537 0.000823419 0.00587272 -0.000605485
internal_weight=0 0.00656888 0.0055061 0.00358483 0.00250693
internal_count=3121 2929 2532 1691 1540
is_linear=0
shrinkage=0.1


Tree=8717
num_leaves=7
num_cat=0
split_feature=131 13 16 47 4 49
split_gain=1.50623e-05 3.48223e-05 6.12712e-05 1.85247e-05 3.94983e-05 4.69964e-05
threshold=0.078765000000000016 -0.074044999999999986 -0.014034999999999997 0.096175000000000024 -0.082249999999999976 -0.039339999999999993
decision_type=2 2 2 2 2 2
left_child=1 2 -1 4 -3 -6
right_child=-2 3 -4 -5 5 -7
leaf_value=-5.5047353422666705e-05 -0.0002332952074334493 -0.000302867569909622 0.0005821872254347496 -0.00029940741298336535 -0.00020040235382578781 0.0003168178046832134
leaf_weight=0.0013474959552287032 0.0010036411441218729 0.0012242382368290007 0.0010186756060354026 0.001057824433429398 0.0010967373693390331 0.0017581936981546544
leaf_count=663 516 472 424 129 165 752
internal_value=0 2.24731e-05 0.000219293 -6.81847e-05 -8.22318e-06 0.000118125
internal_weight=0 0.00750317 0.00236617 0.00513699 0.00407917 0.00285493
internal_count=3121 2605 1087 1518 1389 917
is_linear=0
shrinkage=0.00196078


Tree=8718
num_leaves=5
num_cat=0
split_feature=0 47 15 3
split_gain=1.02977e-05 2.61042e-05 2.83422e-05 4.167e-05
threshold=-0.019414999999999998 1.0000000180025095e-35 0.035560000000000008 0.090900000000000009
decision_type=2 2 2 2
left_child=1 2 3 -1
right_child=-2 -3 -4 -5
leaf_value=-0.0029049992951892274 0.0065262441050285419 -0.012023225942091986 -0.0082640083265876282 0.022952244664558773
leaf_weight=0.0013592286669854483 0.0018254612221129136 0.001819756345439418 0.0015448672749759865 0.001151023097476311
leaf_count=1045 365 414 1116 181
internal_value=0 -0.00207258 0.00239283 0.0089513
internal_weight=0 0.00587488 0.00405512 0.00251025
internal_count=3121 2756 2342 1226
is_linear=0
shrinkage=0.1


Tree=8719
num_leaves=5
num_cat=0
split_feature=0 51 15 4
split_gain=8.34548e-06 2.27161e-05 2.27018e-05 2.7231e-05
threshold=-0.019414999999999998 -0.076794999999999988 -0.10653 -0.0029599999999999995
decision_type=2 2 2 2
left_child=1 -1 -3 -4
right_child=-2 2 3 -5
leaf_value=-0.015294456018132363 0.0058761309195620804 0.011526882308226471 0.0065490036893013212 -0.011492668108290891
leaf_weight=0.0010372082229575556 0.0018247227484833976 0.0014415799076963991 0.0015084659344756506 0.0018782493358161065
leaf_count=435 365 408 1420 493
internal_value=0 -0.00186749 0.00101688 -0.00345679
internal_weight=0 0.0058655 0.0048283 0.00338672
internal_count=3121 2756 2321 1913
is_linear=0
shrinkage=0.1


Tree=8720
num_leaves=7
num_cat=0
split_feature=457 1 42 160 1 16
split_gain=1.23698e-05 2.89016e-05 2.87344e-05 3.54562e-05 3.3328e-05 2.3103e-05
threshold=0.069910000000000014 0.12408500000000001 0.088915000000000008 -0.074254999999999988 0.090540000000000023 -0.078844999999999985
decision_type=2 2 2 2 2 2
left_child=1 2 3 -1 5 -5
right_child=-2 -3 -4 4 -6 -7
leaf_value=0.00030694628859369852 0.00019558863377055319 0.00025128184536139987 -0.00034145839420118764 0.00026716903288476407 -0.00032989511861787179 -0.0001458221635546251
leaf_weight=0.001017401992053764 0.0010212471767866915 0.0011369149212576719 0.0013499470395220564 0.0010033109549893683 0.001506829361119229 0.0010827969059663488
leaf_count=444 267 271 783 560 336 460
internal_value=0 -3.52131e-05 -8.98616e-05 -1.61919e-05 -0.000107694 5.28054e-05
internal_weight=0 0.0070972 0.00596029 0.00461034 0.00359294 0.00208611
internal_count=3121 2854 2583 1800 1356 1020
is_linear=0
shrinkage=0.00196078


Tree=8721
num_leaves=6
num_cat=0
split_feature=15 48 12 13 4
split_gain=9.28952e-06 1.50307e-05 4.09224e-05 4.8296e-05 2.60272e-05
threshold=-0.11713499999999999 0.082620000000000013 0.097825000000000009 -0.033284999999999988 -0.033174999999999989
decision_type=2 2 2 2 2
left_child=-1 2 3 -2 -5
right_child=1 -3 -4 4 -6
leaf_value=-0.0073537412584324339 -0.021243358725363135 0.0098835828793515379 0.015497445515738241 -0.0087486818056806241 0.013172587786439633
leaf_weight=0.0014143167301588636 0.0013682884495413868 0.0016288684437356571 0.001107416290888715 0.0010331471375667604 0.0011384466532488617
leaf_count=484 1107 395 385 537 213
internal_value=0 0.00161751 -0.00127973 -0.0065283 0.00274343
internal_weight=0 0.00627617 0.0046473 0.00353988 0.00217159
internal_count=3121 2637 2242 1857 750
is_linear=0
shrinkage=0.1


Tree=8722
num_leaves=6
num_cat=0
split_feature=13 15 15 47 12
split_gain=7.82588e-06 2.55604e-05 4.14587e-05 3.71319e-05 1.78241e-05
threshold=-0.074044999999999986 0.035560000000000008 -0.037864999999999989 0.090280000000000013 0.088365000000000013
decision_type=2 2 2 2 2
left_child=4 2 3 -2 -1
right_child=1 -3 -4 -5 -6
leaf_value=0.013511656811052423 0.0038446462983773261 -0.016352064270532235 0.01394670993417948 -0.020911904817373893 -0.0031259777306401034
leaf_weight=0.0011803920904931257 0.0014076438303990517 0.0010330471736164698 0.0015757396305195784 0.0010636511510246347 0.0014167512242941544
leaf_count=885 572 742 302 177 443
internal_value=0 -0.00231239 0.00127138 -0.00681063 0.00443577
internal_weight=0 0.00508008 0.00404703 0.00247129 0.00259714
internal_count=3121 1793 1051 749 1328
is_linear=0
shrinkage=0.1


Tree=8723
num_leaves=7
num_cat=0
split_feature=484 1 15 150 12 0
split_gain=2.80456e-05 3.05813e-05 4.13327e-05 5.70827e-05 3.51918e-05 3.80576e-05
threshold=0.064170000000000019 0.12408500000000001 0.088235000000000022 0.085455000000000017 0.084100000000000022 -0.10224499999999999
decision_type=2 2 2 2 2 2
left_child=1 2 3 4 5 -1
right_child=-2 -3 -4 -5 -6 -7
leaf_value=-0.00037497968875149399 0.00030295788575236633 0.0002403873557923364 0.00021598507281324277 0.00020365130218650521 -0.00049884432666398939 0.0001503728384334456
leaf_weight=0.0011089074809645426 0.0010075314664780071 0.0012077617412913164 0.0012693374681643464 0.0011505106649200092 0.0017579577322077299 0.0010157775917600657
leaf_count=172 406 242 640 227 1130 304
internal_value=0 -4.5435e-05 -0.000100208 -0.00017995 -0.00029362 -0.000123817
internal_weight=0 0.00751025 0.00630249 0.00503315 0.00388264 0.00212469
internal_count=3121 2715 2473 1833 1606 476
is_linear=0
shrinkage=0.00196078


Tree=8724
num_leaves=7
num_cat=0
split_feature=484 12 15 52 3 16
split_gain=1.69456e-05 2.73134e-05 4.8814e-05 4.65945e-05 8.21005e-05 3.23721e-05
threshold=0.0038100000000000005 0.10388500000000002 0.088235000000000022 0.096795000000000006 -0.075944999999999985 -0.074319999999999983
decision_type=2 2 2 2 2 2
left_child=1 2 3 4 -1 -6
right_child=-2 -3 -4 -5 5 -7
leaf_value=-0.00064338336457521515 0.00023654691224438769 -0.00033550312351416159 0.00036855332132081775 0.0002900526900719577 -0.00022103965801291778 0.00018912878318551543
leaf_weight=0.0010380813519677463 0.001001692700016002 0.0010054725751324593 0.0011985468382215052 0.0010807503219198572 0.0013906021166521926 0.001580701508023326
leaf_count=1000 460 321 524 220 289 307
internal_value=0 -3.54315e-05 1.25458e-05 -7.12814e-05 -0.000168681 -2.83447e-06
internal_weight=0 0.00729415 0.00628868 0.00509014 0.00400938 0.0029713
internal_count=3121 2661 2340 1816 1596 596
is_linear=0
shrinkage=0.00196078


Tree=8725
num_leaves=6
num_cat=0
split_feature=16 4 4 0 13
split_gain=8.59499e-06 2.2826e-05 2.29097e-05 2.57361e-05 2.35066e-05
threshold=-0.48836499999999994 0.098655000000000007 0.0061450000000000003 -0.084269999999999984 -0.074044999999999986
decision_type=2 2 2 2 2
left_child=-1 2 3 -2 -5
right_child=1 -3 -4 4 -6
leaf_value=0.0077686617312196591 -0.015542833382510782 -0.012885729806906932 0.01280521238820681 0.014669088553164664 -0.0045209419684131636
leaf_weight=0.0011934445969931061 0.0010664732756872786 0.0013785405682239663 0.0013472160218221734 0.0010320253604144364 0.0016732457594817647
leaf_count=274 908 291 322 405 921
internal_value=0 -0.00146424 0.00161158 -0.00238664 0.0027998
internal_weight=0 0.0064975 0.00511896 0.00377174 0.00270527
internal_count=3121 2847 2556 2234 1326
is_linear=0
shrinkage=0.1


Tree=8726
num_leaves=7
num_cat=0
split_feature=50 4 16 160 0 4
split_gain=3.58333e-05 4.02456e-05 2.73599e-05 3.55515e-05 3.78005e-05 1.16282e-05
threshold=0.079410000000000008 0.36766000000000004 -0.084119999999999986 -0.027994999999999996 -0.053834999999999994 0.022185000000000003
decision_type=2 2 2 2 2 2
left_child=1 2 5 -4 -5 -1
right_child=-2 -3 3 4 -6 -7
leaf_value=-2.1096820925477345e-05 -0.0003449047665980448 0.0004048316576734878 0.00040684010345379572 0.00019532251621304374 -0.00022823252077527035 -0.00030045491888465269
leaf_weight=0.0010116691090031008 0.0010094072653433614 0.001049322018087653 0.0010069669518322976 0.0016316984893460995 0.0016088571877381113 0.0013207236762574788
leaf_count=376 609 303 462 827 285 259
internal_value=0 4.82127e-05 -8.65854e-06 8.50351e-05 -1.49623e-05 -0.000179284
internal_weight=0 0.00762924 0.00657992 0.00424752 0.00324056 0.00233239
internal_count=3121 2512 2209 1574 1112 635
is_linear=0
shrinkage=0.00196078


Tree=8727
num_leaves=6
num_cat=0
split_feature=484 1 49 4 0
split_gain=2.63193e-05 2.81045e-05 3.47668e-05 6.14327e-05 3.68595e-05
threshold=0.052175000000000006 0.12408500000000001 -0.043469999999999995 -0.082109999999999975 -0.10011499999999998
decision_type=2 2 2 2 2
left_child=1 2 -1 -4 -5
right_child=-2 -3 3 4 -6
leaf_value=0.00016006230126995889 0.00029393673151798037 0.00023079975809662989 0.00010236886605417739 -0.00018982357623888605 -0.00064663842652930845
leaf_weight=0.0015319058451168004 0.0010000680619795818 0.0011966633206314118 0.0018327664534967861 0.0018785837118360591 0.0010635583831667776
leaf_count=322 427 242 630 267 1233
internal_value=0 -4.46898e-05 -9.69616e-05 -0.000179421 -0.000354958
internal_weight=0 0.00750348 0.00630681 0.00477491 0.00294214
internal_count=3121 2694 2452 2130 1500
is_linear=0
shrinkage=0.00196078


Tree=8728
num_leaves=7
num_cat=0
split_feature=50 15 16 0 0 3
split_gain=4.09405e-05 4.63617e-05 4.46747e-05 5.05738e-05 3.83877e-05 3.612e-05
threshold=0.079410000000000008 -0.15026499999999995 -0.36241499999999999 -0.10607499999999999 -0.060129999999999996 0.083060000000000009
decision_type=2 2 2 2 2 2
left_child=1 -1 -3 -4 -5 -6
right_child=-2 2 3 4 5 -7
leaf_value=0.00043621229458455093 -0.0003736525892505864 -0.00037865898487940918 0.00031821557627983131 -0.0003652880921528946 0.00024784382572452617 -0.00022960484833277862
leaf_weight=0.0010008034902083624 0.0010301796138475023 0.0010941566545271978 0.0018661302957300591 0.0012040636205704158 0.0015442917255109562 0.0010060647586589352
leaf_count=318 609 216 237 1354 302 85
internal_value=0 4.25115e-05 -1.61682e-05 5.43981e-05 -7.6732e-05 5.94998e-05
internal_weight=0 0.00771551 0.00671471 0.00562055 0.00375442 0.00255036
internal_count=3121 2512 2194 1978 1741 387
is_linear=0
shrinkage=0.00196078


Tree=8729
num_leaves=6
num_cat=0
split_feature=1 47 4 43 1
split_gain=8.04201e-06 1.94623e-05 2.79185e-05 3.20589e-05 2.90447e-05
threshold=0.12408500000000001 0.090280000000000013 -0.059649999999999988 -0.0030899999999999994 0.093575000000000019
decision_type=2 2 2 2 2
left_child=1 2 3 -1 -4
right_child=-2 -3 4 -5 -6
leaf_value=0.0051744754795238481 0.0077148085920588126 -0.013215216771448768 -0.001633058049765708 -0.017682548400200795 0.018143807244194364
leaf_weight=0.0011743848597229733 0.0011416501334061933 0.0011468716798333283 0.0015866753328366229 0.0012851405700075381 0.0013959018877444098
leaf_count=732 289 283 975 499 343
internal_value=0 -0.00137625 0.0011187 -0.00676868 0.00762288
internal_weight=0 0.00658897 0.0054421 0.00245953 0.00298258
internal_count=3121 2832 2549 1231 1318
is_linear=0
shrinkage=0.1


Tree=8730
num_leaves=6
num_cat=0
split_feature=15 12 0 16 1
split_gain=7.96012e-06 1.54994e-05 3.53657e-05 2.5915e-05 4.24074e-05
threshold=-0.11713499999999999 0.088245000000000004 -0.053834999999999994 -0.08595499999999999 0.090965000000000004
decision_type=2 2 2 2 2
left_child=-1 3 -3 -2 -5
right_child=1 2 -4 4 -6
leaf_value=-0.0067988150470881178 -0.015205488794021624 0.016524025093635337 -0.0070742209942129307 -0.012326634273431595 0.014102300146687058
leaf_weight=0.001418336653515366 0.0011450265272934272 0.0016220737693098523 0.0010436996650897935 0.001048907067212873 0.0014415106688650482
leaf_count=484 421 1080 214 662 260
internal_value=0 0.00149309 0.00728487 -0.00275388 0.00297104
internal_weight=0 0.00630122 0.00266577 0.00363544 0.00249042
internal_count=3121 2637 1294 1343 922
is_linear=0
shrinkage=0.1


Tree=8731
num_leaves=6
num_cat=0
split_feature=0 1 48 3 0
split_gain=8.73154e-06 1.98713e-05 2.21653e-05 3.07263e-05 2.87858e-05
threshold=0.041630000000000007 0.077565000000000009 0.092150000000000024 -0.074084999999999998 -0.14454499999999995
decision_type=2 2 2 2 2
left_child=1 -1 3 -3 -5
right_child=-2 2 -4 4 -6
leaf_value=-0.012611558131553785 0.0071446459317455226 0.017540969103493394 -0.0092583301028912497 0.0096907906385906347 -0.012904764570283537
leaf_weight=0.0013024695849003119 0.0013911931661748115 0.0013255459443599895 0.0014330109639991528 0.0011239827149600702 0.0011312751209598374
leaf_count=1554 252 549 216 184 366
internal_value=0 -0.00160674 0.00125204 0.00545822 -0.00164352
internal_weight=0 0.00631628 0.00501381 0.0035808 0.00225526
internal_count=3121 2869 1315 1099 550
is_linear=0
shrinkage=0.1


Tree=8732
num_leaves=8
num_cat=0
split_feature=50 15 16 2 48 4 52
split_gain=2.85834e-05 4.52936e-05 4.38833e-05 5.20835e-05 5.14033e-05 6.15874e-05 2.69735e-05
threshold=0.079410000000000008 -0.15026499999999995 -0.36241499999999999 0.10644500000000001 0.082620000000000013 0.053180000000000012 0.08976000000000002
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 6 -4
right_child=-2 2 3 -5 -6 -7 -8
leaf_value=0.00042871639860309546 -0.00030706685302853788 -0.00037631190298779564 -0.00058284984683436584 0.00041907725844096531 0.00033481815104129597 0.00017580243142617782 -0.00014134776711793631
leaf_weight=0.0010071931276539403 0.001028316125067469 0.0010950635167479754 0.0010819813049905134 0.0011796161391546701 0.0010536135608872309 0.0013006343346052968 0.0010466974409646707
leaf_count=318 609 216 887 351 265 139 336
internal_value=0 4.08134e-05 -1.7002e-05 5.2484e-05 -4.39796e-05 -0.00016036 -0.000365758
internal_weight=0 0.0077648 0.00675761 0.00566254 0.00448293 0.00342931 0.00212868
internal_count=3121 2512 2194 1978 1627 1362 1223
is_linear=0
shrinkage=0.00196078


Tree=8733
num_leaves=6
num_cat=0
split_feature=50 3 47 15 13
split_gain=2.11596e-05 3.59834e-05 3.34409e-05 3.46311e-05 3.8733e-05
threshold=1.0000000180025095e-35 -0.10519499999999998 0.077555000000000013 -0.07490999999999999 -0.086589999999999986
decision_type=2 2 2 2 2
left_child=1 -1 3 -3 -5
right_child=-2 2 -4 4 -6
leaf_value=0.00027750835402942718 -0.00027495317703605713 0.00032373220856786282 -0.00028166160868571652 -0.00037734887968251645 0.00010110296269815807
leaf_weight=0.0016907282632111212 0.0010204563747015435 0.0012235469456599417 0.0016688870937317888 0.0010167032607093483 0.0018061997398665581
leaf_count=342 627 559 296 249 1048
internal_value=0 2.62206e-05 -4.81161e-05 4.82057e-05 -7.12174e-05
internal_weight=0 0.00740607 0.00571534 0.00404645 0.0028229
internal_count=3121 2494 2152 1856 1297
is_linear=0
shrinkage=0.00196078


Tree=8734
num_leaves=6
num_cat=0
split_feature=16 4 12 16 42
split_gain=8.78517e-06 2.26384e-05 2.22404e-05 3.14635e-05 2.68976e-05
threshold=-0.48836499999999994 0.098655000000000007 0.084225000000000008 -0.056919999999999991 0.084635000000000016
decision_type=2 2 2 2 2
left_child=-1 2 3 -2 -4
right_child=1 -3 4 -5 -6
leaf_value=0.0078353023527185251 0.02008700658190872 -0.012814843144508479 -0.01579075720721666 -0.0012799978460083534 0.0059274844982684961
leaf_weight=0.0011993375282574525 0.0011682811051408461 0.0013868577912089144 0.0012330759029464395 0.0016804344299106292 0.001060849647660476
leaf_count=274 227 291 862 476 991
internal_value=0 -0.00147624 0.00158154 0.00748278 -0.00574693
internal_weight=0 0.0065295 0.00514264 0.00284872 0.00229393
internal_count=3121 2847 2556 703 1853
is_linear=0
shrinkage=0.1


Tree=8735
num_leaves=6
num_cat=0
split_feature=51 49 42 16 0
split_gain=1.38411e-05 2.34027e-05 4.19401e-05 2.50008e-05 4.65898e-05
threshold=-0.076794999999999988 -0.080089999999999981 0.088915000000000008 -0.27167499999999994 -0.083914999999999976
decision_type=2 2 2 2 2
left_child=-1 -2 3 -3 -5
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leaf_value=-0.00018456540976584163 0.00030605045190225399 -0.00018715595966466739 -0.00035229593841393778 0.00038327506053634957 -6.2531669413081622e-05
leaf_weight=0.0013993407029855541 0.0010041140979508041 0.0011595401936168883 0.0011587541067611049 0.0016764840169468892 0.0019491129255695477
leaf_count=537 218 248 711 709 698
internal_value=0 2.91801e-05 -1.75922e-05 6.34587e-05 0.00014361
internal_weight=0 0.00694801 0.00594389 0.00478514 0.0036256
internal_count=3121 2584 2366 1655 1407
is_linear=0
shrinkage=0.00196078


Tree=8736
num_leaves=7
num_cat=0
split_feature=484 1 47 16 48 4
split_gain=4.55622e-05 2.96088e-05 3.0764e-05 2.14072e-05 5.51746e-05 2.84534e-05
threshold=0.073690000000000019 0.12408500000000001 0.090280000000000013 -0.15241499999999997 0.082620000000000013 -0.082109999999999975
decision_type=2 2 2 2 2 2
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right_child=-2 -3 -4 4 -6 -7
leaf_value=0.00016419904702624392 0.00038837870688708423 0.00022614353283510118 -0.00038898693715947699 -0.00010018195386536367 0.00023361383965468695 -0.00051200066957135624
leaf_weight=0.0014149406025818511 0.0010142561563932836 0.001220725158779531 0.0012077967990435316 0.0015106620537275381 0.0011833137195960595 0.0011256827653115256
leaf_count=261 394 242 262 596 317 1049
internal_value=0 -5.38526e-05 -0.000106907 -4.18219e-05 -0.00011814 -0.000276023
internal_weight=0 0.00766312 0.0064424 0.0052346 0.00381966 0.00263634
internal_count=3121 2727 2485 2223 1962 1645
is_linear=0
shrinkage=0.00196078


Tree=8737
num_leaves=7
num_cat=0
split_feature=3 52 1 0 4 43
split_gain=8.94276e-06 1.49882e-05 2.53752e-05 6.46313e-05 0.000101662 2.57218e-05
threshold=0.13524500000000003 0.10611000000000001 0.11181500000000001 -0.17169499999999996 -0.0060199999999999993 -0.014584999999999999
decision_type=2 2 2 2 2 2
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right_child=-2 -3 -4 4 -6 -7
leaf_value=0.026443323291728351 0.008150605602086183 -0.012342893304378759 -0.011020611058484009 -0.00088976881476977875 -0.027437719593255173 0.021487625804368585
leaf_weight=0.0010184421078499742 0.0011383802610231758 0.0010597646885387871 0.0013972802811144779 0.001010332062637656 0.0010773170427414917 0.0010449239793507252
leaf_count=115 192 524 276 809 545 660
internal_value=0 -0.00144575 0.000635684 0.00455933 -0.00255545 0.0104872
internal_weight=0 0.00660806 0.0055483 0.00415102 0.00313257 0.00205526
internal_count=3121 2929 2405 2129 2014 1469
is_linear=0
shrinkage=0.1


Tree=8738
num_leaves=7
num_cat=0
split_feature=484 52 15 4 0 15
split_gain=2.5246e-05 2.63745e-05 2.88168e-05 2.4987e-05 3.20291e-05 2.65809e-05
threshold=0.064170000000000019 -1.0000000180025095e-35 -0.053579999999999996 -0.082109999999999975 -0.10011499999999998 -0.10469999999999999
decision_type=2 2 2 2 2 2
left_child=1 2 -1 -3 5 -5
right_child=-2 3 -4 4 -6 -7
leaf_value=-2.2615959173649966e-05 0.00029098889847536583 0.00022468129560102907 -0.000462185570862375 -0.00013354801913160422 -0.00032628668457901458 0.00028878059390746849
leaf_weight=0.0013227749576914269 0.0010046507962031279 0.0017989846321751538 0.0010121153789982918 0.001166625857757751 0.0011572032783019257 0.0011259580279602344
leaf_count=539 406 452 462 163 931 168
internal_value=0 -3.97867e-05 -0.000213158 3.73368e-05 -6.0359e-05 7.38705e-05
internal_weight=0 0.00758366 0.00233489 0.00524877 0.00344979 0.00229258
internal_count=3121 2715 1001 1714 1262 331
is_linear=0
shrinkage=0.00196078


Tree=8739
num_leaves=6
num_cat=0
split_feature=12 160 151 4 16
split_gain=9.8856e-06 2.63073e-05 3.66187e-05 7.59815e-05 2.5788e-05
threshold=-0.010834999999999999 -1.0000000180025095e-35 -0.0056149999999999993 0.076415000000000025 -0.056919999999999991
decision_type=2 2 2 2 2
left_child=-1 -2 -3 4 -4
right_child=1 2 3 -5 -6
leaf_value=0.0087572300749917797 -0.013556272258652045 -0.015043629778555632 0.0065375115963102644 0.026059323696510008 -0.012363269646042245
leaf_weight=0.0010980536611189034 0.0014195858687716684 0.0010352608110457016 0.0014201080638517709 0.0012978203003424756 0.0014681611879104961
leaf_count=421 870 255 860 196 519
internal_value=0 -0.00148554 0.00179627 0.00596094 -0.00307011
internal_weight=0 0.00664094 0.00522135 0.00418609 0.00288827
internal_count=3121 2700 1830 1575 1379
is_linear=0
shrinkage=0.1


Tree=8740
num_leaves=7
num_cat=0
split_feature=50 15 16 1 3 2
split_gain=2.37011e-05 2.91931e-05 4.54951e-05 3.0813e-05 6.03974e-05 4.94375e-05
threshold=1.0000000180025095e-35 -0.10653 -0.094359999999999986 0.11103500000000001 0.092670000000000016 0.088555000000000009
decision_type=2 2 2 2 2 2
left_child=1 -1 -3 4 5 -4
right_child=-2 2 3 -5 -6 -7
leaf_value=0.00027544888471973765 -0.00028303612264468186 -0.00031436094852522323 0.00030204005178882903 -0.00022223017319648918 0.00056775863495262772 -0.00027689956078583952
leaf_weight=0.0015371707606394057 0.0010263888181434692 0.0015652964633434815 0.0010572682285727329 0.001017444910514038 0.0010085917861415009 0.0012231443034531999
leaf_count=454 627 324 764 151 94 707
internal_value=0 3.48935e-05 -2.80818e-05 7.59742e-05 0.000168223 -8.48564e-06
internal_weight=0 0.00740892 0.00587175 0.00430645 0.003289 0.00228041
internal_count=3121 2494 2040 1716 1565 1471
is_linear=0
shrinkage=0.00196078


Tree=8741
num_leaves=6
num_cat=0
split_feature=484 1 4 49 0
split_gain=2.62643e-05 2.07872e-05 3.0516e-05 5.12622e-05 3.33612e-05
threshold=0.044540000000000003 0.12408500000000001 -0.082109999999999975 -0.043469999999999995 -0.10011499999999998
decision_type=2 2 2 2 2
left_child=1 2 -1 -4 -5
right_child=-2 -3 3 4 -6
leaf_value=0.0001184128830376892 0.00029463891226147817 0.00019531429055997911 0.00013195046753946397 -0.00016957068008392797 -0.00060820790271274953
leaf_weight=0.001894375430867591 0.001009931671557069 0.0011831550092714638 0.0013659926524345598 0.0018309403714134934 0.0010483345626358894
leaf_count=654 435 242 295 267 1228
internal_value=0 -4.26654e-05 -8.85259e-05 -0.000180869 -0.000329277
internal_weight=0 0.0073228 0.00613964 0.00424527 0.00287927
internal_count=3121 2686 2444 1790 1495
is_linear=0
shrinkage=0.00196078


Tree=8742
num_leaves=6
num_cat=0
split_feature=0 52 2 48 0
split_gain=9.53737e-06 2.26269e-05 2.59756e-05 2.80313e-05 4.79666e-05
threshold=-0.019414999999999998 -0.088204999999999992 0.11389000000000002 0.083985000000000018 -0.10224499999999999
decision_type=2 2 2 2 2
left_child=1 -1 3 4 -3
right_child=-2 2 -4 -5 -6
leaf_value=-0.015575754562229947 0.0062308551901895711 -0.015221190043843705 -0.012417645683029149 0.018989984696409841 0.011471588650977797
leaf_weight=0.0010158741053177709 0.0018505590623386237 0.0012162906616253269 0.0011358030953498317 0.0010197355163839459 0.0015077331238287784
leaf_count=530 365 248 315 296 1367
internal_value=0 -0.00199808 0.000828653 0.00484739 -0.000446875
internal_weight=0 0.00589544 0.00487956 0.00374376 0.00272402
internal_count=3121 2756 2226 1911 1615
is_linear=0
shrinkage=0.1


Tree=8743
num_leaves=6
num_cat=0
split_feature=12 51 51 52 1
split_gain=1.19023e-05 2.88638e-05 2.7442e-05 3.20952e-05 3.10517e-05
threshold=-0.010834999999999999 -0.076794999999999988 0.087505000000000013 0.090245000000000006 0.091900000000000023
decision_type=2 2 2 2 2
left_child=-1 -2 3 4 -3
right_child=1 2 -4 -5 -6
leaf_value=0.00017826131038310979 -0.00034270257027430192 0.00036332168286418848 -0.00025894510198082977 -0.00015482650795197605 -1.5131496899567253e-05
leaf_weight=0.0011678320529469486 0.0010073747995090416 0.0017919461518878463 0.0011338616899946724 0.0015384368634003063 0.0015584484160926497
leaf_count=421 477 990 378 523 332
internal_value=0 -3.54986e-05 1.58853e-05 7.96265e-05 0.000187283
internal_weight=0 0.00703007 0.00602269 0.00488883 0.00335039
internal_count=3121 2700 2223 1845 1322
is_linear=0
shrinkage=0.00196078


Tree=8744
num_leaves=7
num_cat=0
split_feature=4 150 13 0 43 42
split_gain=1.22782e-05 1.7544e-05 2.28955e-05 2.86879e-05 4.21423e-05 1.81504e-05
threshold=0.27287000000000006 0.086615000000000011 -0.13710499999999998 -0.10011499999999998 -0.0030899999999999994 0.084635000000000016
decision_type=2 2 2 2 2 2
left_child=1 2 -1 -4 5 -5
right_child=-2 -3 3 4 -6 -7
leaf_value=-0.00025757268081467197 0.00017219135755176552 -0.00027061609587943059 0.00027277187659453811 -7.6376904196651094e-05 -0.00036610343685337937 0.00028860613890902248
leaf_weight=0.001043451977216581 0.0012922736588515124 0.0010409978030583656 0.0016455839780412746 0.001003594638136165 0.0010558734576952208 0.001095820078836953
leaf_count=131 352 270 308 680 625 755
internal_value=0 -3.60995e-05 5.67292e-06 6.28884e-05 -4.65726e-05 0.000114131
internal_weight=0 0.00688532 0.00584432 0.00480087 0.00315529 0.00209941
internal_count=3121 2769 2499 2368 2060 1435
is_linear=0
shrinkage=0.00196078


Tree=8745
num_leaves=6
num_cat=0
split_feature=4 16 160 52 4
split_gain=9.75458e-06 1.97551e-05 2.811e-05 2.16399e-05 3.01173e-05
threshold=0.24564500000000003 -0.092484999999999984 -0.027994999999999996 0.0031350000000000002 0.0052350000000000009
decision_type=2 2 2 2 2
left_child=1 -1 -3 4 -4
right_child=-2 2 3 -5 -6
leaf_value=-0.011999632008009714 0.0066409689905840624 0.016113103349605296 -0.021100588474764592 0.0065596275085186978 0.0027645649685650118
leaf_weight=0.0014712231916286043 0.0017065742305179838 0.0010030786607903098 0.001068414216987997 0.0014535277630938559 0.001046986440554604
leaf_count=430 426 600 936 560 169
internal_value=0 -0.00192058 0.00132275 -0.00283421 -0.00928888
internal_weight=0 0.00604323 0.00457201 0.00356893 0.0021154
internal_count=3121 2695 2265 1665 1105
is_linear=0
shrinkage=0.1


Tree=8746
num_leaves=7
num_cat=0
split_feature=50 3 3 43 3 2
split_gain=4.91313e-05 3.39615e-05 4.06172e-05 5.78426e-05 5.44433e-05 3.5138e-05
threshold=0.079410000000000008 -0.10519499999999998 -0.076669999999999988 -0.067899999999999974 0.090900000000000009 0.10803500000000001
decision_type=2 2 2 2 2 2
left_child=1 -1 -3 -4 -5 -6
right_child=-2 2 3 4 5 -7
leaf_value=0.00029003467698051494 -0.00040977232880614207 -0.00037871801344600549 0.00046720003435358012 -0.00036766124437721272 0.00036341000420727319 -0.00010577780599313095
leaf_weight=0.0017509211933866252 0.0010105015506878664 0.0010108880209442807 0.0010245179535179842 0.001387412660530705 0.0011737335529807672 0.0012861275663347007
leaf_count=348 609 1151 333 384 141 155
internal_value=0 5.03099e-05 -2.10417e-05 5.31755e-05 -5.70781e-05 0.000118097
internal_weight=0 0.0076336 0.00588268 0.00487179 0.00384727 0.00245986
internal_count=3121 2512 2164 1013 680 296
is_linear=0
shrinkage=0.00196078


Tree=8747
num_leaves=6
num_cat=0
split_feature=12 160 151 4 3
split_gain=9.09129e-06 2.42422e-05 3.0814e-05 6.56032e-05 2.12669e-05
threshold=-0.010834999999999999 -1.0000000180025095e-35 -0.0056149999999999993 0.076415000000000025 -0.077644999999999978
decision_type=2 2 2 2 2
left_child=-1 -2 -3 4 -4
right_child=1 2 3 -5 -6
leaf_value=0.0083926726881784052 -0.012995723240469541 -0.013736595399890509 0.0055496369431210744 0.024213977300466871 -0.011581018128746574
leaf_weight=0.00109881930231767 0.001423574480896376 0.0010345161509455417 0.0014810912914693061 0.0012983071626153538 0.0014190293695884701
leaf_count=421 870 255 1017 196 362
internal_value=0 -0.0014254 0.0017222 0.00553133 -0.00283239
internal_weight=0 0.00665652 0.00523294 0.00419843 0.00290012
internal_count=3121 2700 1830 1575 1379
is_linear=0
shrinkage=0.1


Tree=8748
num_leaves=6
num_cat=0
split_feature=3 15 2 0 15
split_gain=9.37539e-06 1.5677e-05 2.45518e-05 3.3358e-05 2.45499e-05
threshold=0.13524500000000003 -0.11713499999999999 0.092875000000000013 -0.10607499999999999 -0.015744999999999999
decision_type=2 2 2 2 2
left_child=1 -1 3 -3 -5
right_child=-2 2 -4 4 -6
leaf_value=-0.012610874261087562 0.0083130974113741884 0.020280845033096601 -0.0084500207369194134 0.011323314162523329 -0.0087943907512868773
leaf_weight=0.0010619087725384545 0.0011472201696486059 0.0010753796484790972 0.0019290410233612455 0.0010109850006213262 0.00151645759899176
leaf_count=397 192 151 841 460 1080
internal_value=0 -0.00148186 0.00065449 0.00552927 -0.000747245
internal_weight=0 0.00659377 0.00553186 0.00360282 0.00252744
internal_count=3121 2929 2532 1691 1540
is_linear=0
shrinkage=0.1


Tree=8749
num_leaves=7
num_cat=0
split_feature=4 0 47 15 3 16
split_gain=2.90355e-05 4.93922e-05 3.82217e-05 4.38684e-05 3.85279e-05 1.68198e-05
threshold=-0.46376499999999993 -0.019414999999999998 1.0000000180025095e-35 0.035560000000000008 0.090900000000000009 -0.15012499999999998
decision_type=2 2 2 2 2 2
left_child=-1 2 3 4 -2 -4
right_child=1 -3 5 -5 -6 -7
leaf_value=-0.00031211769687252214 1.5628607486206196e-05 0.00043112168050616218 -7.1246741916440964e-05 -0.00017244525944747801 0.00047646340230070788 -0.00043030819738485072
leaf_weight=0.0010357740414468491 0.0015364340852805723 0.0010569622026853727 0.00100162891382744 0.001722910909851212 0.0012774091084918737 0.001004704611776876
leaf_count=183 1045 196 95 1114 181 307
internal_value=0 3.78323e-05 -2.56992e-05 7.39611e-05 0.000224835 -0.000251053
internal_weight=0 0.00760005 0.00654309 0.00453675 0.00281384 0.00200633
internal_count=3121 2938 2742 2340 1226 402
is_linear=0
shrinkage=0.00196078


Tree=8750
num_leaves=6
num_cat=0
split_feature=2 13 43 0 16
split_gain=1.08339e-05 2.15651e-05 2.01536e-05 2.32415e-05 6.98816e-06
threshold=0.099185000000000009 -0.08971999999999998 -0.074359999999999996 -0.10011499999999998 -0.071854999999999988
decision_type=2 2 2 2 2
left_child=2 -2 -1 -4 -3
right_child=1 4 3 -5 -6
leaf_value=0.0047862990722573918 0.015311605607473206 0.0043807292547866162 -0.00078301119591316277 -0.019814582119690512 -0.0071197925826061853
leaf_weight=0.0018427251567767373 0.0011580277017575738 0.0010060666174862422 0.0015129275116227501 0.001114264514861422 0.0011127321871343379
leaf_count=936 200 257 239 1027 462
internal_value=0 0.00433839 -0.00323127 -0.00885482 -0.00165901
internal_weight=0 0.00327683 0.00446992 0.00262719 0.0021188
internal_count=3121 919 2202 1266 719
is_linear=0
shrinkage=0.1


Tree=8751
num_leaves=6
num_cat=0
split_feature=0 15 150 15 16
split_gain=8.90077e-06 2.08165e-05 4.91778e-05 5.9328e-05 3.97572e-05
threshold=0.041630000000000007 -0.016799999999999995 0.081835000000000019 -0.10653 -0.008904999999999998
decision_type=2 2 2 2 2
left_child=1 2 3 -1 -3
right_child=-2 4 -4 -5 -6
leaf_value=-0.00037993063775932577 0.0071799062272095123 -0.0061112572363186722 0.012328261487275491 -0.030124588202049492 0.018754841193498052
leaf_weight=0.0015313733440118591 0.0014030887841063053 0.0014048736990082843 0.0010209869087128083 0.0011929345921629956 0.0011856212081598832
leaf_count=465 252 1048 293 664 399
internal_value=0 -0.00162267 -0.00638975 -0.0134047 0.00526949
internal_weight=0 0.00633579 0.00374529 0.00272431 0.00259049
internal_count=3121 2869 1422 1129 1447
is_linear=0
shrinkage=0.1


Tree=8752
num_leaves=6
num_cat=0
split_feature=0 2 0 15 12
split_gain=8.80333e-06 4.07463e-05 2.57394e-05 2.81124e-05 6.7441e-05
threshold=-0.23001499999999997 0.11293500000000002 -0.10224499999999999 0.040760000000000005 0.051320000000000005
decision_type=2 2 2 2 2
left_child=-1 2 -2 4 -4
right_child=1 -3 3 -5 -6
leaf_value=-0.0082907219067796141 -0.014788170786153269 0.015668432454196655 0.015433855847478329 0.014576644819013142 -0.017367977079554005
leaf_weight=0.0011043672255608697 0.001349147475348558 0.0015290472384570548 0.0010393173523316943 0.0011209066148901931 0.0015791825579586829
leaf_count=117 344 490 262 976 932
internal_value=0 0.00135379 -0.00294758 0.00132441 -0.00434849
internal_weight=0 0.0066176 0.00508855 0.00373941 0.0026185
internal_count=3121 3004 2514 2170 1194
is_linear=0
shrinkage=0.1


Tree=8753
num_leaves=6
num_cat=0
split_feature=484 42 49 1 4
split_gain=3.40624e-05 2.39619e-05 4.17816e-05 4.91641e-05 4.94822e-05
threshold=0.056480000000000009 0.091295000000000015 -0.00064499999999999985 0.10752500000000002 -0.0016099999999999997
decision_type=2 2 2 2 2
left_child=1 2 -1 4 -4
right_child=-2 -3 3 -5 -6
leaf_value=-0.00036056698403278119 0.00033877477490374812 0.00017713074271207639 5.259314389135455e-05 0.00031779424857627527 -0.00047378143556099574
leaf_weight=0.0017105100571570865 0.0010011805702778293 0.0014797591229616614 0.0019000246187570687 0.0013137753139150026 0.0010751603374810391
leaf_count=478 419 637 1036 232 319
internal_value=0 -4.6341e-05 -0.00010146 1.87633e-06 -0.000137626
internal_weight=0 0.00747923 0.00599947 0.00428896 0.00297518
internal_count=3121 2702 2065 1587 1355
is_linear=0
shrinkage=0.00196078


Tree=8754
num_leaves=6
num_cat=0
split_feature=13 43 2 43 1
split_gain=9.27367e-06 1.99339e-05 3.47955e-05 4.79766e-05 3.0097e-05
threshold=0.18141000000000002 -0.067199999999999996 0.088225000000000012 0.016310000000000002 0.10587000000000001
decision_type=2 2 2 2 2
left_child=1 -1 -3 4 -4
right_child=-2 2 3 -5 -6
leaf_value=0.010447093374484318 -0.0089841175585960407 -0.016030627341693089 -0.017848622389123287 0.020147344807377798 0.0043904852183824063
leaf_weight=0.0017633422857125701 0.0010047203386428557 0.0012936434806176673 0.0010231071552816633 0.001132981425524707 0.0015018016954020106
leaf_count=1202 162 809 410 296 242
internal_value=0 0.00131693 -0.0019345 0.00305071 -0.00462093
internal_weight=0 0.00671488 0.00495153 0.00365789 0.00252491
internal_count=3121 2959 1757 948 652
is_linear=0
shrinkage=0.1


Tree=8755
num_leaves=6
num_cat=0
split_feature=43 43 3 3 4
split_gain=9.17275e-06 3.74496e-05 1.8471e-05 3.46108e-05 3.40759e-05
threshold=-0.092909999999999979 -0.063379999999999978 -0.082974999999999979 0.090900000000000009 0.033845000000000007
decision_type=2 2 2 2 2
left_child=-1 -2 -3 -4 -5
right_child=1 2 3 4 -6
leaf_value=-0.0065281909339035384 0.01940097867380397 0.010314572696785387 -0.016826441560020708 0.012853677776422776 -0.010654452405214617
leaf_weight=0.001691116030600656 0.001007315681855362 0.00101499066204991 0.0014951613113884359 0.0013880453358241958 0.0011094694863666103
leaf_count=465 930 589 779 192 166
internal_value=0 0.00180791 -0.00173102 -0.00479316 0.00241068
internal_weight=0 0.00601498 0.00500767 0.00399268 0.00249751
internal_count=3121 2656 1726 1137 358
is_linear=0
shrinkage=0.1


Tree=8756
num_leaves=6
num_cat=0
split_feature=484 1 4 16 15
split_gain=2.6284e-05 2.18054e-05 2.52653e-05 4.47455e-05 4.48017e-05
threshold=0.044540000000000003 0.12500000000000003 -0.082109999999999975 -0.088159999999999988 -0.095869999999999983
decision_type=2 2 2 2 2
left_child=1 2 -1 4 -4
right_child=-2 -3 3 -5 -6
leaf_value=9.7365332115872578e-05 0.00029288767877959484 0.00021089873136075969 -0.00027868200657878411 -0.0004017903397533374 0.00024710008398978604
leaf_weight=0.0019374654517074928 0.0010082112239217624 0.0010942434715755702 0.0011770284257745431 0.0018624990719946547 0.0013239091151220469
leaf_count=655 435 232 223 1198 378
internal_value=0 -4.45963e-05 -8.89667e-05 -0.000171702 -3.51304e-07
internal_weight=0 0.00739515 0.0063009 0.00436344 0.00250094
internal_count=3121 2686 2454 1799 601
is_linear=0
shrinkage=0.00196078


Tree=8757
num_leaves=6
num_cat=0
split_feature=4 1 3 13 0
split_gain=9.34239e-06 1.83224e-05 2.49707e-05 2.76799e-05 2.18264e-05
threshold=0.24564500000000003 0.11103500000000001 0.096675000000000011 -0.033284999999999988 -0.077809999999999976
decision_type=2 2 2 2 2
left_child=1 2 3 -1 -5
right_child=-2 -3 -4 4 -6
leaf_value=-0.01472086119466107 0.006532430368410818 -0.012219026276772143 0.01476177093738737 -0.005799098310809706 0.01340618440383645
leaf_weight=0.0012724652749432695 0.0016959376133590517 0.0013320474496414164 0.0010373334018758556 0.001213561615457917 0.0011548997356898316
leaf_count=1304 426 231 113 685 362
internal_value=0 -0.00187178 0.0010744 -0.00282526 0.00356571
internal_weight=0 0.00601031 0.00467826 0.00364093 0.00236846
internal_count=3121 2695 2464 2351 1047
is_linear=0
shrinkage=0.1


Tree=8758
num_leaves=7
num_cat=0
split_feature=1 42 3 1 2 3
split_gain=8.99573e-06 2.38039e-05 2.415e-05 3.76498e-05 3.84799e-05 3.37766e-05
threshold=0.12408500000000001 0.091545000000000015 0.12178000000000001 0.10557500000000002 0.092365000000000017 -0.078934999999999991
decision_type=2 2 2 2 2 2
left_child=1 2 3 4 5 -1
right_child=-2 -3 -4 -5 -6 -7
leaf_value=-0.0074129083871727619 0.008205282183037052 -0.015642689543637619 -0.012924907723600297 0.021098871583782489 -0.016079810385818651 0.016490223347177712
leaf_weight=0.0010240053740856484 0.0011337610537705848 0.0010003387502822529 0.0010042474114424303 0.0010231595622715393 0.001112477905611046 0.001398551004419343
leaf_count=1107 289 596 86 221 546 276
internal_value=0 -0.00144103 0.00111297 0.00420575 -0.000683692 0.00638646
internal_weight=0 0.00656278 0.00556244 0.00455819 0.00353503 0.00242256
internal_count=3121 2832 2236 2150 1929 1383
is_linear=0
shrinkage=0.1


Tree=8759
num_leaves=7
num_cat=0
split_feature=3 42 49 0 2 2
split_gain=1.07608e-05 3.88216e-05 4.71614e-05 5.52152e-05 4.66811e-05 1.2793e-05
threshold=-0.14477499999999996 0.091295000000000015 -0.006494999999999999 -0.083914999999999976 0.090675000000000019 0.091545000000000015
decision_type=2 2 2 2 2 2
left_child=-1 2 -2 4 -4 -5
right_child=1 -3 3 5 -6 -7
leaf_value=-0.00019301303270612851 -0.00032118952833950148 0.00036150492658120983 0.00056593507624397874 -0.00031492789437477259 3.0889517904211505e-06 -8.9916209328506614e-06
leaf_weight=0.0010209903951883641 0.001657095710214493 0.0010969713292574602 0.0011134946959956017 0.0010486143311140455 0.0011533160160473032 0.0010533824101255044
leaf_count=277 487 650 624 491 260 332
internal_value=0 2.22294e-05 -3.95332e-05 6.72995e-05 0.000279568 -0.000161613
internal_weight=0 0.00712287 0.0060259 0.00436881 0.00226681 0.002102
internal_count=3121 2844 2194 1707 884 823
is_linear=0
shrinkage=0.00196078


Tree=8760
num_leaves=6
num_cat=0
split_feature=51 160 15 0 16
split_gain=9.44622e-06 1.85416e-05 2.55245e-05 2.3656e-05 3.3937e-05
threshold=0.087505000000000013 -0.027994999999999996 0.088235000000000022 -0.10151999999999999 0.23311500000000004
decision_type=2 2 2 2 2
left_child=1 -1 3 -3 -5
right_child=-2 2 -4 4 -6
leaf_value=0.012544176931587742 -0.0084043938385719962 0.0035247774949290415 0.0121975756040667 -0.023738665592212823 0.00063618448870869952
leaf_weight=0.0012234900005882688 0.0011442291418905792 0.0019021612738113675 0.0011343542552395254 0.0011443108349173082 0.0011405033085233175
leaf_count=691 435 322 492 860 321
internal_value=0 0.00144387 -0.00110833 -0.00471322 -0.0115716
internal_weight=0 0.00654482 0.00532133 0.00418698 0.00228481
internal_count=3121 2686 1995 1503 1181
is_linear=0
shrinkage=0.1


Tree=8761
num_leaves=6
num_cat=0
split_feature=0 4 151 16 1
split_gain=7.71488e-06 2.1223e-05 1.99309e-05 4.5502e-05 4.64143e-05
threshold=-0.060129999999999996 -0.35136499999999998 -0.0083949999999999979 -0.056919999999999991 0.090405000000000013
decision_type=2 2 2 2 2
left_child=2 -2 -1 4 -4
right_child=1 -3 3 -5 -6
leaf_value=-0.013111270066494211 -0.004813330487848962 0.013383620002292679 -0.0086743141908419367 -0.016970993985936735 0.01772954020514669
leaf_weight=0.001272593772486385 0.0012582615056072606 0.0013063522471513356 0.0010669320016914218 0.001003748780892317 0.0017706060168748124
leaf_count=487 227 346 951 759 351
internal_value=0 0.00445576 -0.00226497 0.00132833 0.00780153
internal_weight=0 0.00256461 0.00511388 0.00384129 0.00283754
internal_count=3121 573 2548 2061 1302
is_linear=0
shrinkage=0.1


Tree=8762
num_leaves=7
num_cat=0
split_feature=457 15 16 12 13 15
split_gain=1.52839e-05 3.19985e-05 3.27942e-05 2.66328e-05 5.06609e-05 3.89012e-05
threshold=0.069910000000000014 0.088655000000000025 -0.43320999999999993 0.051320000000000005 -0.082014999999999991 -0.037864999999999989
decision_type=2 2 2 2 2 2
left_child=1 2 -1 5 -5 -4
right_child=-2 -3 3 4 -6 -7
leaf_value=-0.0003053416974141671 0.00021963918693224975 -0.00035306594395144322 -1.1836153816799492e-05 0.00024538328630675549 -0.00031039548157123806 0.00047393124027432352
leaf_weight=0.0010060701528344174 0.0010258309727112372 0.0010464239464427942 0.0013038937980021188 0.001149276272228811 0.001397097809460754 0.0012333499608847905
leaf_count=252 267 662 305 554 910 171
internal_value=0 -3.63225e-05 1.81052e-05 8.21168e-05 -5.95512e-05 0.000224295
internal_weight=0 0.00713611 0.00608969 0.00508362 0.00254637 0.00253724
internal_count=3121 2854 2192 1940 1464 476
is_linear=0
shrinkage=0.00196078


Tree=8763
num_leaves=7
num_cat=0
split_feature=484 49 52 2 42 2
split_gain=1.91862e-05 2.03254e-05 2.93663e-05 4.93154e-05 5.88155e-05 2.88775e-05
threshold=0.044540000000000003 -0.081404999999999991 0.10347000000000002 0.10613000000000002 0.084050000000000014 0.088225000000000012
decision_type=2 2 2 2 2 2
left_child=1 -1 3 4 5 -3
right_child=-2 2 -4 -5 -6 -7
leaf_value=0.00021142995723253495 0.00024973825715977839 -4.6296571454521106e-05 0.00019241249879696607 -0.00044465661801952556 -0.00041478606298934702 0.00038097226772163559
leaf_weight=0.0010578170585382593 0.001001268576078118 0.0013673270246379085 0.0012031142365476772 0.0015113905253898675 0.0010272224941352019 0.0010953446839580196
leaf_count=213 435 589 413 456 684 331
internal_value=0 -3.9793e-05 -8.26252e-05 -0.000148789 -2.06551e-05 0.000143744
internal_weight=0 0.00726222 0.0062044 0.00500128 0.00348989 0.00246267
internal_count=3121 2686 2473 2060 1604 920
is_linear=0
shrinkage=0.00196078


Tree=8764
num_leaves=7
num_cat=0
split_feature=15 151 47 1 43 43
split_gain=8.5787e-06 1.52531e-05 3.16656e-05 4.34321e-05 2.72476e-05 1.33781e-05
threshold=-0.11713499999999999 -0.024429999999999997 0.09550500000000002 0.090840000000000018 -0.081454999999999986 0.062770000000000006
decision_type=2 2 2 2 2 2
left_child=-1 -2 3 4 -3 -6
right_child=1 2 -4 -5 5 -7
leaf_value=-0.0070938879569308238 0.012390184805480226 0.014906614814317612 0.015207061300223826 -0.021306510260047082 -0.013038114725378393 0.0031676090342056908
leaf_weight=0.0014034081088607781 0.0010763825411234879 0.001030114154034568 0.0010102013740449891 0.0011266293367525946 0.0010332433572840787 0.0010047431748320696
leaf_count=484 447 435 157 425 956 217
internal_value=0 0.00155395 -0.000686991 -0.0045147 0.00165138 -0.00504857
internal_weight=0 0.00628131 0.00520493 0.00419473 0.0030681 0.00203799
internal_count=3121 2637 2190 2033 1608 1173
is_linear=0
shrinkage=0.1


Tree=8765
num_leaves=6
num_cat=0
split_feature=484 48 16 13 43
split_gain=2.83296e-05 3.62003e-05 3.0787e-05 3.65177e-05 3.83916e-05
threshold=0.044540000000000003 0.08955500000000001 -0.15241499999999997 -0.063184999999999977 -0.09225499999999999
decision_type=2 2 2 2 2
left_child=1 2 -1 -4 -5
right_child=-2 -3 3 4 -6
leaf_value=0.00011009127727095793 0.00030644831665851968 0.00018312141623200208 -0.00048764260503114708 -0.00037771904440078279 0.00010532383991728768
leaf_weight=0.0015234042557751761 0.0010041453626569623 0.0019746480868413751 0.0012969003786986659 0.0010473623728766868 0.0015974024767613645
leaf_count=356 435 408 864 250 808
internal_value=0 -4.44203e-05 -0.000126636 -0.000218128 -8.59676e-05
internal_weight=0 0.00743972 0.00546507 0.00394167 0.00264476
internal_count=3121 2686 2278 1922 1058
is_linear=0
shrinkage=0.00196078


Tree=8766
num_leaves=6
num_cat=0
split_feature=484 12 52 49 15
split_gain=2.12251e-05 2.30933e-05 3.9114e-05 3.18638e-05 6.54528e-05
threshold=0.015535000000000002 0.10388500000000002 0.070205000000000017 -0.043469999999999995 -0.016799999999999995
decision_type=2 2 2 2 2
left_child=1 2 3 -1 -5
right_child=-2 -3 -4 4 -6
leaf_value=0.00016651813593020703 0.00026917956958774517 -0.00030902905865739757 0.00024197691082774897 -0.00044086003733990271 0.00014257819125232377
leaf_weight=0.0012749498736858273 0.0010024236355672929 0.0010181066092699274 0.0019249634805258795 0.0018090690343309775 0.0012501073353343988
leaf_count=284 452 321 793 667 604
internal_value=0 -3.51555e-05 9.39287e-06 -9.39073e-05 -0.000202443
internal_weight=0 0.0072772 0.00625909 0.00433413 0.00305918
internal_count=3121 2669 2348 1555 1271
is_linear=0
shrinkage=0.00196078


Tree=8767
num_leaves=7
num_cat=0
split_feature=484 49 52 15 15 13
split_gain=3.23937e-05 2.4002e-05 4.13049e-05 6.15037e-05 4.29853e-05 2.98172e-05
threshold=0.065750000000000017 -0.081404999999999991 -1.0000000180025095e-35 -0.11033999999999998 -0.020484999999999996 -0.014169999999999999
decision_type=2 2 2 2 2 2
left_child=1 -1 -3 -4 -5 -6
right_child=-2 2 3 4 5 -7
leaf_value=0.0002239658632409933 0.00032873367975450068 -0.0003499749956764712 -0.00042357405883835316 0.00046196803758066351 -0.0002388456884395751 0.00018287023476786329
leaf_weight=0.0010755057119056204 0.0010005558078366025 0.0017433642196166242 0.0010111117612620069 0.0010311573768822528 0.0011945431287731043 0.0014001178476722811
leaf_count=213 402 865 270 305 602 464
internal_value=0 -4.70034e-05 -9.26798e-05 4.05644e-06 0.000123307 -1.12815e-05
internal_weight=0 0.0074558 0.00638029 0.00463693 0.00362582 0.00259466
internal_count=3121 2719 2506 1641 1371 1066
is_linear=0
shrinkage=0.00196078


Tree=8768
num_leaves=6
num_cat=0
split_feature=43 43 3 0 15
split_gain=9.80458e-06 3.27554e-05 1.7438e-05 3.25374e-05 3.86283e-05
threshold=-0.092909999999999979 -0.063379999999999978 -0.082974999999999979 -0.10011499999999998 -0.092489999999999989
decision_type=2 2 2 2 2
left_child=-1 -2 -3 4 -4
right_child=1 2 3 -5 -6
leaf_value=-0.0067524863405053013 0.01830252160136259 0.010217637681521233 -0.0079341646139552604 -0.017206699719178292 0.01664225718034611
leaf_weight=0.0016911397523581726 0.0010090814870570806 0.0010206903214479432 0.0015894657124356682 0.0013290938596274369 0.0010701131448029185
leaf_count=465 930 589 216 752 169
internal_value=0 0.00186535 -0.00144574 -0.00443037 0.00195445
internal_weight=0 0.00601844 0.00500936 0.00398867 0.00265958
internal_count=3121 2656 1726 1137 385
is_linear=0
shrinkage=0.1


Tree=8769
num_leaves=6
num_cat=0
split_feature=42 16 52 16 0
split_gain=9.10545e-06 1.59518e-05 2.45454e-05 3.76561e-05 3.57903e-05
threshold=-1.0000000180025095e-35 -0.36241499999999999 -0.0064899999999999992 0.013515000000000001 -0.083914999999999976
decision_type=2 2 2 2 2
left_child=-1 -2 3 -3 -4
right_child=1 2 4 -5 -6
leaf_value=-0.0075878958402186836 -0.0078307964428719051 -0.016898234067330008 0.023214936069501424 0.008745765947632704 -1.5334718393382064e-05
leaf_weight=0.0013183328572729299 0.0014136140300015001 0.0010851795657751617 0.0012344808208938128 0.0012123190738803269 0.0014331978923960828
leaf_count=862 340 493 428 499 499
internal_value=0 0.00154132 0.00420961 -0.00336669 0.0107346
internal_weight=0 0.00637879 0.00496518 0.0022975 0.00266768
internal_count=3121 2259 1919 992 927
is_linear=0
shrinkage=0.1


Tree=8770
num_leaves=6
num_cat=0
split_feature=484 48 16 13 16
split_gain=2.40013e-05 2.38584e-05 2.66221e-05 4.21902e-05 2.35337e-05
threshold=0.044540000000000003 0.08955500000000001 -0.15241499999999997 -0.063184999999999977 0.042200000000000008
decision_type=2 2 2 2 2
left_child=1 2 -1 -4 -5
right_child=-2 -3 3 4 -6
leaf_value=0.00011056591046899639 0.00027861023765126953 0.00014117298435192935 -0.00048629446276419742 -0.00022726372554215935 0.00014355169159228882
leaf_weight=0.0015074224870901412 0.0010059955393319957 0.0019625126277451003 0.0012918714704110669 0.0014078199237138238 0.0012354719843399645
leaf_count=356 435 408 864 777 281
internal_value=0 -4.41721e-05 -0.000111005 -0.000195881 -5.3945e-05
internal_weight=0 0.0074051 0.00544259 0.00393516 0.00264329
internal_count=3121 2686 2278 1922 1058
is_linear=0
shrinkage=0.00196078


Tree=8771
num_leaves=6
num_cat=0
split_feature=51 43 43 48 1
split_gain=8.78403e-06 1.59387e-05 2.81718e-05 3.22886e-05 4.72106e-05
threshold=-0.076794999999999988 -0.15323999999999996 -0.0037449999999999996 0.085875000000000021 0.077565000000000009
decision_type=2 2 2 2 2
left_child=-1 -2 -3 4 -4
right_child=1 2 3 -5 -6
leaf_value=-0.0075720142849400335 0.013004064144648865 -0.013288216576466531 -0.0046612710196269475 -0.0089175874616298952 0.021988311658476971
leaf_weight=0.0012845530247391638 0.0010121214998932773 0.0013328364826774072 0.0012189211749668665 0.0013879843927589383 0.0014621475979613402
leaf_count=537 223 1370 344 219 428
internal_value=0 0.00148762 -0.000670146 0.00346296 0.00987234
internal_weight=0 0.00641401 0.00540189 0.00406905 0.00268107
internal_count=3121 2584 2361 991 772
is_linear=0
shrinkage=0.1


Tree=8772
num_leaves=5
num_cat=0
split_feature=2 12 52 52
split_gain=9.87042e-06 2.52569e-05 2.3286e-05 3.14538e-05
threshold=0.089775000000000008 0.089735000000000023 -0.013374999999999998 0.10347000000000002
decision_type=2 2 2 2
left_child=1 -1 -2 -4
right_child=2 -3 3 -5
leaf_value=-0.012297977110012119 0.013009264433902046 0.0060668778935507187 -0.0096362266788982825 0.01133719488557525
leaf_weight=0.0017477983617234755 0.0015252380177579383 0.0013102688569728289 0.001985038071833672 0.0011176441211403309
leaf_count=1175 597 507 499 343
internal_value=0 -0.00442932 0.00289221 -0.00208121
internal_weight=0 0.00305807 0.00462792 0.00310268
internal_count=3121 1682 1439 842
is_linear=0
shrinkage=0.1


Tree=8773
num_leaves=6
num_cat=0
split_feature=12 160 0 0 4
split_gain=9.86263e-06 2.41914e-05 2.74487e-05 4.86171e-05 3.00367e-05
threshold=-0.010834999999999999 -1.0000000180025095e-35 -0.053834999999999994 -0.11756999999999999 0.0061450000000000003
decision_type=2 2 2 2 2
left_child=-1 -2 3 -3 -5
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leaf_value=0.008785324589817161 -0.013104865834476684 -0.0060889565558739176 -0.010286201292599634 0.00433306094536856 0.028677483771779255
leaf_weight=0.0010915027159473607 0.0014071436994411652 0.0017523724714337274 0.001398851128629492 0.0010014533919402056 0.0010261273525282017
leaf_count=421 870 251 308 1075 196
internal_value=0 -0.00147789 0.0016813 0.00611013 0.0166534
internal_weight=0 0.00658595 0.0051788 0.00377995 0.00202758
internal_count=3121 2700 1830 1522 1271
is_linear=0
shrinkage=0.1


Tree=8774
num_leaves=6
num_cat=0
split_feature=0 1 47 48 0
split_gain=9.84411e-06 2.16347e-05 2.72901e-05 2.21645e-05 1.98719e-05
threshold=0.041630000000000007 0.077565000000000009 1.0000000180025095e-35 0.085130000000000025 -0.11242999999999999
decision_type=2 2 2 2 2
left_child=1 -1 3 4 -3
right_child=-2 2 -4 -5 -6
leaf_value=-0.013202022879193058 0.0075878385832325538 0.023188960761765201 -0.0080093493691788201 -0.0048483413482922509 0.0033825825798880736
leaf_weight=0.0012979559592880907 0.0013932127098823339 0.001008497914548614 0.0019291315868452067 0.0010175667748147555 0.001017772316275878
leaf_count=1554 252 212 341 183 579
internal_value=0 -0.00170494 0.00129583 0.00719329 0.0132404
internal_weight=0 0.00627092 0.00497297 0.00304384 0.00202627
internal_count=3121 2869 1315 974 791
is_linear=0
shrinkage=0.1


Tree=8775
num_leaves=7
num_cat=0
split_feature=484 160 2 16 0 0
split_gain=4.00398e-05 6.31566e-05 3.65445e-05 6.16438e-05 4.29039e-05 7.03384e-05
threshold=0.068975000000000009 -1.0000000180025095e-35 0.10912000000000001 -0.15241499999999997 -0.084804999999999978 -0.053834999999999994
decision_type=2 2 2 2 2 2
left_child=1 -1 3 -3 -5 -6
right_child=-2 2 -4 4 5 -7
leaf_value=-0.00050637765261670408 0.00036901517249316731 0.00029700675698035578 0.00025793927644653932 -0.00050488856768024927 0.00033428362363777147 -0.00035438017998439832
leaf_weight=0.0010044917897286841 0.0010001382658424759 0.0012957116942191888 0.0018190775352049694 0.0011962994717722797 0.0010290048707096802 0.0012789103134592506
leaf_count=610 398 207 444 557 726 179
internal_value=0 -4.82514e-05 2.12733e-05 -6.84185e-05 -0.000203537 -4.73332e-05
internal_weight=0 0.0076235 0.006619 0.00479993 0.00350421 0.00230792
internal_count=3121 2723 2113 1669 1462 905
is_linear=0
shrinkage=0.00196078


Tree=8776
num_leaves=6
num_cat=0
split_feature=2 0 49 43 1
split_gain=8.97941e-06 2.62041e-05 2.16893e-05 3.58103e-05 5.55232e-05
threshold=0.089775000000000008 -0.084269999999999984 -0.043469999999999995 0.05259500000000001 0.10508500000000001
decision_type=2 2 2 2 2
left_child=1 -1 -2 4 -4
right_child=2 -3 3 -5 -6
leaf_value=-0.014437391282689083 0.014693452890941511 0.0041871708879300078 -0.024784908456623494 0.014701745545678303 0.0054874764417778242
leaf_weight=0.0013776236552889452 0.0011464128232333446 0.0016726475706548239 0.0010711616349394653 0.0010089498005899141 0.0013948058714184845
leaf_count=868 246 814 695 234 264
internal_value=0 -0.00422442 0.00276617 -0.00116876 -0.00766218
internal_weight=0 0.00305027 0.00462133 0.00347492 0.00246597
internal_count=3121 1682 1439 1193 959
is_linear=0
shrinkage=0.1


Tree=8777
num_leaves=6
num_cat=0
split_feature=43 4 0 15 16
split_gain=2.90303e-05 2.78072e-05 3.82636e-05 2.17532e-05 4.26945e-05
threshold=-0.24021999999999996 -0.35136499999999998 -0.060129999999999996 -0.0063699999999999989 -0.089669999999999986
decision_type=2 2 2 2 2
left_child=-1 -2 3 4 -3
right_child=1 2 -4 -5 -6
leaf_value=-0.00030625031668422419 -0.00023572720101154294 0.00012132052594634862 0.00043913481792386003 0.00018566449805687541 -0.0003331243031247193
leaf_weight=0.0010909221376739298 0.0012075009913011317 0.0018209625794356539 0.0010077432259620982 0.0019390848772742539 0.0014104643202805503
leaf_count=166 225 486 315 1106 823
internal_value=0 3.64179e-05 8.96069e-05 2.14833e-05 -7.70371e-05
internal_weight=0 0.00738576 0.00617826 0.00517051 0.00323143
internal_count=3121 2955 2730 2415 1309
is_linear=0
shrinkage=0.00196078


Tree=8778
num_leaves=6
num_cat=0
split_feature=484 1 150 4 16
split_gain=3.51465e-05 2.66579e-05 2.78882e-05 4.79631e-05 4.88097e-05
threshold=0.073690000000000019 0.12500000000000003 0.081835000000000019 -0.082109999999999975 -0.088159999999999988
decision_type=2 2 2 2 2
left_child=1 2 3 -1 -5
right_child=-2 -3 -4 4 -6
leaf_value=7.9836890573216314e-05 0.00034188034719498628 0.00023287880852165471 0.00015773548965919952 -0.00010240458434255869 -0.00059789830850271125
leaf_weight=0.0019366302020620866 0.0010095178293971574 0.0011080190022471305 0.0013156855609941119 0.0018001060655865972 0.0013283970161430097
leaf_count=648 394 232 289 487 1071
internal_value=0 -4.78588e-05 -9.66084e-05 -0.000162675 -0.000312797
internal_weight=0 0.00748884 0.00638082 0.00506513 0.0031285
internal_count=3121 2727 2495 2206 1558
is_linear=0
shrinkage=0.00196078


Tree=8779
num_leaves=6
num_cat=0
split_feature=12 160 0 0 4
split_gain=9.13541e-06 2.17347e-05 2.42605e-05 4.44854e-05 2.57157e-05
threshold=-0.010834999999999999 -1.0000000180025095e-35 -0.053834999999999994 -0.11756999999999999 0.0061450000000000003
decision_type=2 2 2 2 2
left_child=-1 -2 3 -3 -5
right_child=1 2 -4 4 -6
leaf_value=0.0084459410305791575 -0.012426796957010922 -0.0059365258313756062 -0.00966510454508176 0.0044379292859458826 0.026954605283978396
leaf_weight=0.0010932205131205181 0.0014111512183184243 0.0017517606204438393 0.0014017022933362966 0.001003719380045979 0.0010253582472258768
leaf_count=421 870 251 308 1075 196
internal_value=0 -0.00142416 0.00157174 0.00573767 0.0158163
internal_weight=0 0.00659369 0.00518254 0.00378084 0.00202908
internal_count=3121 2700 1830 1522 1271
is_linear=0
shrinkage=0.1


Tree=8780
num_leaves=5
num_cat=0
split_feature=0 47 49 3
split_gain=1.06523e-05 2.38415e-05 3.57727e-05 4.04454e-05
threshold=-0.019414999999999998 0.087235000000000021 -0.054319999999999993 -0.059315
decision_type=2 2 2 2
left_child=1 2 -1 -4
right_child=-2 -3 3 -5
leaf_value=-0.012550627656241245 0.0066115973380350967 -0.01206568558544769 -0.0044003950236811981 0.019127587477732293
leaf_weight=0.0011996015518532712 0.0018422295151623476 0.0017033434200789616 0.001391810140087345 0.0015380225187347286
leaf_count=310 365 363 1677 406
internal_value=0 -0.00211111 0.00199504 0.00795067
internal_weight=0 0.00583278 0.00412943 0.00292983
internal_count=3121 2756 2393 2083
is_linear=0
shrinkage=0.1


Tree=8781
num_leaves=7
num_cat=0
split_feature=50 160 49 16 2 15
split_gain=2.63621e-05 3.19075e-05 3.57494e-05 4.75913e-05 5.25773e-05 4.68396e-05
threshold=0.079410000000000008 -0.027994999999999996 -0.081404999999999991 0.38525000000000004 0.10097500000000002 -0.077219999999999983
decision_type=2 2 2 2 2 2
left_child=1 -1 -3 4 5 -4
right_child=-2 2 3 -5 -6 -7
leaf_value=0.00029588140768731046 -0.00030283483168760901 0.00030679322337260543 -0.00032830557735536624 0.00028533370455744578 -0.0004638454339113719 0.00021410280497044412
leaf_weight=0.0014643987757276856 0.0010005407939687114 0.0010339379213414913 0.001043304224132763 0.0010257115357498892 0.0016065503669907043 0.0014809679354290349
leaf_count=625 609 172 302 271 353 789
internal_value=0 3.56021e-05 -2.59688e-05 -9.2691e-05 -0.000186557 -1.00794e-05
internal_weight=0 0.00765487 0.00619047 0.00515653 0.00413082 0.00252427
internal_count=3121 2512 1887 1715 1444 1091
is_linear=0
shrinkage=0.00196078


Tree=8782
num_leaves=6
num_cat=0
split_feature=15 42 3 15 1
split_gain=1.01889e-05 2.26008e-05 3.85373e-05 3.47565e-05 3.09378e-05
threshold=0.088655000000000025 0.084050000000000014 -0.080934999999999993 -0.016799999999999995 0.11103500000000001
decision_type=2 2 2 2 2
left_child=1 2 -1 4 -4
right_child=-2 -3 3 -5 -6
leaf_value=0.020764774848126277 -0.0089714888080288518 -0.0087642750740095591 0.0032722238556951349 0.013011969048392464 -0.019150840604583996
leaf_weight=0.0011607547122711903 0.0010906080346817781 0.0016272432824279157 0.0013370433698147457 0.0013263519276316325 0.0011399179413543801
leaf_count=751 683 970 329 172 216
internal_value=0 0.00146319 0.0048158 -5.17526e-05 -0.00704705
internal_weight=0 0.00659131 0.00496407 0.00380331 0.00247696
internal_count=3121 2438 1468 717 545
is_linear=0
shrinkage=0.1


Tree=8783
num_leaves=6
num_cat=0
split_feature=15 12 15 3 3
split_gain=1.52562e-05 3.28789e-05 5.65399e-05 5.31731e-05 5.30389e-05
threshold=0.035560000000000008 0.051320000000000005 -0.016799999999999995 -0.10519499999999998 0.097915000000000016
decision_type=2 2 2 2 2
left_child=1 2 4 -3 -1
right_child=-2 3 -4 -5 -6
leaf_value=0.0002988001535305271 -0.00015945302410644229 0.00019622868522415444 0.00054645135920536087 -0.00037527413743029743 -0.00025648672084589046
leaf_weight=0.001261750346825458 0.0018870914314664099 0.0010985539379520257 0.0010440140003410213 0.0014548088933364425 0.0013897553256589255
leaf_count=391 1180 224 153 968 205
internal_value=0 4.17156e-05 0.00015994 -0.000129392 7.75311e-06
internal_weight=0 0.00624888 0.00369552 0.00255336 0.00265151
internal_count=3121 1941 749 1192 596
is_linear=0
shrinkage=0.00196078


Tree=8784
num_leaves=6
num_cat=0
split_feature=48 0 1 0 16
split_gain=1.00479e-05 5.28376e-05 3.11898e-05 5.43655e-05 3.35452e-05
threshold=0.083685000000000009 -0.18113999999999997 0.111945 -0.10224499999999999 -0.056919999999999991
decision_type=2 2 2 2 2
left_child=2 -2 3 -1 -5
right_child=1 -3 -4 4 -6
leaf_value=-0.026006034769582999 -0.0091121381565661113 0.021045091632267702 0.010885124041397277 0.011825994540110123 -0.0095901143494289565
leaf_weight=0.0010779806443039263 0.0012018380526422762 0.001124640045723606 0.0013275747993711697 0.0013520626719065705 0.001593249358664184
leaf_count=283 90 503 354 965 926
internal_value=0 0.00546613 -0.0024058 -0.00679144 0.000241075
internal_weight=0 0.00232648 0.00535087 0.00402329 0.00294531
internal_count=3121 593 2528 2174 1891
is_linear=0
shrinkage=0.1


Tree=8785
num_leaves=6
num_cat=0
split_feature=484 48 16 16 43
split_gain=3.76399e-05 3.62721e-05 3.2884e-05 4.89128e-05 4.23237e-05
threshold=0.073690000000000019 0.08955500000000001 -0.15241499999999997 0.38525000000000004 -0.014584999999999999
decision_type=2 2 2 2 2
left_child=1 2 -1 4 -4
right_child=-2 -3 3 -5 -6
leaf_value=0.00011396272551341793 0.00035278086735682359 0.00017509861900699057 -0.00067106781291836968 0.00013627749408656606 -0.00018022670776960968
leaf_weight=0.0015045123249649139 0.0010084827080989386 0.0020041808374675731 0.0010530105283126157 0.0010533170723297761 0.0018834356808527214
leaf_count=360 394 408 892 283 784
internal_value=0 -5.06979e-05 -0.000133063 -0.000226215 -0.000356242
internal_weight=0 0.00749846 0.00549428 0.00398976 0.00293645
internal_count=3121 2727 2319 1959 1676
is_linear=0
shrinkage=0.00196078


Tree=8786
num_leaves=8
num_cat=0
split_feature=50 15 4 12 151 1 13
split_gain=4.03372e-05 3.86034e-05 4.85967e-05 5.80986e-05 3.74685e-05 3.15235e-05 2.41402e-05
threshold=0.079410000000000008 -0.14809499999999998 0.055260000000000011 0.086850000000000024 -0.0071249999999999985 0.080585000000000004 -0.029529999999999997
decision_type=2 2 2 2 2 2 2
left_child=1 -1 4 -4 -3 6 -6
right_child=-2 2 3 -5 5 -7 -8
leaf_value=0.00039779853759650853 -0.00037517581474359046 0.00042288373555732564 -0.00059507627855953974 5.280944403937124e-05 -7.3272487247801486e-05 -0.00025975033216670722 0.00032469277262688338
leaf_weight=0.0010083851203215753 0.0010179219052288985 0.0010622916013106709 0.0010234632562771445 0.0011085011027424881 0.0011258427197756501 0.0011729958131306219 0.0012221769377263106
leaf_count=330 609 336 156 245 582 403 460
internal_value=0 4.00734e-05 -1.36437e-05 -0.000258212 0.00010012 2.74144e-06 0.000133874
internal_weight=0 0.00772366 0.00671527 0.00213196 0.00458331 0.00352102 0.00234802
internal_count=3121 2512 2182 401 1781 1445 1042
is_linear=0
shrinkage=0.00196078


Tree=8787
num_leaves=7
num_cat=0
split_feature=484 1 12 48 12 0
split_gain=2.81426e-05 3.70706e-05 3.40364e-05 6.63653e-05 3.56988e-05 2.00397e-05
threshold=0.064170000000000019 0.12500000000000003 0.092355000000000007 0.089670000000000014 0.088305000000000008 -0.10224499999999999
decision_type=2 2 2 2 2 2
left_child=1 2 3 4 5 -1
right_child=-2 -3 -4 -5 -6 -7
leaf_value=-0.00048282892953930304 0.00030321014259566872 0.00028353308137403179 -0.00033718421372130577 0.00035358138249478091 0.00014073038798980501 -0.00011670913773947932
leaf_weight=0.0011525478603146826 0.0010000855177189349 0.0011119560659704443 0.0017526370973149049 0.0013297374069274111 0.0010184724418913892 0.001146604098105148
leaf_count=243 406 232 808 237 404 791
internal_value=0 -4.69235e-05 -0.000104338 -1.6526e-05 -0.000164869 -0.000300242
internal_weight=0 0.00751195 0.0064 0.00464736 0.00331762 0.00229915
internal_count=3121 2715 2483 1675 1438 1034
is_linear=0
shrinkage=0.00196078


Tree=8788
num_leaves=6
num_cat=0
split_feature=42 0 3 15 3
split_gain=1.10257e-05 1.39459e-05 3.37343e-05 2.63903e-05 1.96489e-05
threshold=-1.0000000180025095e-35 -0.060129999999999996 -0.078934999999999991 -0.10653 0.090900000000000009
decision_type=2 2 2 2 2
left_child=-1 2 -2 -4 -5
right_child=1 -3 3 4 -6
leaf_value=-0.0083520895080392878 -0.015887360436081563 0.0087240340774398292 0.01724767842461937 -0.011457319798388703 0.0072738307911703552
leaf_weight=0.0013199119401060382 0.0011814249440216988 0.0019547548463267608 0.0010117211740524375 0.0011344838419880248 0.0011059902776552524
leaf_count=862 913 484 238 470 154
internal_value=0 0.00168746 -0.00141493 0.00384248 -0.00221085
internal_weight=0 0.00638838 0.00443362 0.0032522 0.00224047
internal_count=3121 2259 1775 862 624
is_linear=0
shrinkage=0.1


Tree=8789
num_leaves=7
num_cat=0
split_feature=50 160 49 16 2 15
split_gain=3.13333e-05 3.6959e-05 3.18003e-05 3.6971e-05 4.35527e-05 3.36752e-05
threshold=1.0000000180025095e-35 -0.027994999999999996 -0.081404999999999991 0.38525000000000004 0.10097500000000002 -0.077219999999999983
decision_type=2 2 2 2 2 2
left_child=1 -1 -3 4 5 -4
right_child=-2 2 3 -5 -6 -7
leaf_value=0.00032550318565885563 -0.00032262962332481153 0.00029533489819260511 -0.00027947625803922992 0.00024400484124753965 -0.00042688662037720953 0.00018565410584574923
leaf_weight=0.001440360871322482 0.001023074862737298 0.001001546329229345 0.0010289288911518317 0.0010324268944648645 0.0015710210063896854 0.0014303568014603723
leaf_count=623 627 168 300 266 352 785
internal_value=0 4.31591e-05 -2.3902e-05 -8.70558e-05 -0.000171862 -8.94958e-06
internal_weight=0 0.00750464 0.00606428 0.00506273 0.00403031 0.00245929
internal_count=3121 2494 1871 1703 1437 1085
is_linear=0
shrinkage=0.00196078


Tree=8790
num_leaves=7
num_cat=0
split_feature=50 16 160 52 52 1
split_gain=4.58467e-05 3.50757e-05 5.8953e-05 5.32291e-05 4.11839e-05 2.22635e-05
threshold=0.079410000000000008 -0.014034999999999997 -0.054789999999999998 0.0046550000000000003 0.091275000000000009 0.10612500000000001
decision_type=2 2 2 2 2 2
left_child=1 3 -3 5 -4 -1
right_child=-2 2 4 -5 -6 -7
leaf_value=0.00021147579118874118 -0.00039754296324118551 0.00058323989517331193 -0.00017240918453543478 -0.00046128394512043135 0.00033227079642120141 -0.00012843207526614609
leaf_weight=0.0015976619729942878 0.0010117434732518993 0.0010305558434161107 0.0015588940747154117 0.0010405379496612665 0.0010340119222759544 0.0013814291803368227
leaf_count=365 609 372 672 808 58 237
internal_value=0 4.66211e-05 0.000186525 -7.9494e-05 2.88496e-05 5.38577e-05
internal_weight=0 0.00764309 0.00362346 0.00401963 0.00259291 0.00297909
internal_count=3121 2512 1102 1410 730 602
is_linear=0
shrinkage=0.00196078


Tree=8791
num_leaves=6
num_cat=0
split_feature=484 12 16 52 16
split_gain=2.6675e-05 2.4041e-05 3.95044e-05 8.43247e-05 3.38221e-05
threshold=0.064170000000000019 0.10388500000000002 -0.36241499999999999 0.096795000000000006 -0.056919999999999991
decision_type=2 2 2 2 2
left_child=1 2 -1 4 -4
right_child=-2 -3 3 -5 -6
leaf_value=-0.00026877989920583747 0.00029698734841061012 -0.00032123215386970145 0.00012836526090277616 0.00058174512367081409 -0.00024133606376023462
leaf_weight=0.0015788172093120223 0.0010007257635834075 0.0010352845377156325 0.0020064985140057874 0.001044903166458023 0.001809256930679464
leaf_count=307 406 322 886 357 843
internal_value=0 -4.38981e-05 6.89303e-07 8.82171e-05 -4.69302e-05
internal_weight=0 0.00747476 0.00643948 0.00486066 0.00381576
internal_count=3121 2715 2393 2086 1729
is_linear=0
shrinkage=0.00196078


Tree=8792
num_leaves=5
num_cat=0
split_feature=4 4 3 12
split_gain=9.15132e-06 1.65186e-05 2.19319e-05 2.49448e-05
threshold=0.27044500000000005 0.055260000000000011 0.10299500000000002 0.084225000000000008
decision_type=2 2 2 2
left_child=1 2 3 -1
right_child=-2 -3 -4 -5
leaf_value=0.0054234850077949258 0.0077583875739315553 -0.0098893444713308108 0.013699329723624757 -0.01122839235505806
leaf_weight=0.0019427768539599954 0.0012610760101871695 0.0017389320255792803 0.0011249808977939367 0.0016754089645168373
leaf_count=551 365 340 139 1726
internal_value=0 -0.00155211 0.00150447 -0.0022872
internal_weight=0 0.0064821 0.00474317 0.00361819
internal_count=3121 2756 2416 2277
is_linear=0
shrinkage=0.1


Tree=8793
num_leaves=6
num_cat=0
split_feature=484 12 52 49 15
split_gain=2.02059e-05 2.67902e-05 3.48932e-05 3.44526e-05 6.59657e-05
threshold=0.044540000000000003 0.10388500000000002 0.070205000000000017 -0.043469999999999995 -0.016799999999999995
decision_type=2 2 2 2 2
left_child=1 2 3 -1 -5
right_child=-2 -3 -4 4 -6
leaf_value=0.00018555467982255569 0.00026136322910595835 -0.00032830180900014663 0.00023166529069531776 -0.0004358910061634023 0.00014469753548477303
leaf_weight=0.0012902787491695066 0.0010094578496729466 0.001026566257285302 0.0019465997163684839 0.0018187198923556892 0.001283256916686043
leaf_count=284 435 321 806 670 605
internal_value=0 -3.44483e-05 1.31408e-05 -8.37069e-05 -0.000195707
internal_weight=0 0.00736542 0.00633886 0.00439226 0.00310198
internal_count=3121 2686 2365 1559 1275
is_linear=0
shrinkage=0.00196078


Tree=8794
num_leaves=6
num_cat=0
split_feature=51 160 43 16 2
split_gain=9.56147e-06 1.79797e-05 2.40361e-05 3.39258e-05 5.82725e-05
threshold=0.087505000000000013 -0.027994999999999996 -0.15323999999999996 -0.083134999999999987 0.092365000000000017
decision_type=2 2 2 2 2
left_child=1 -1 -3 4 -4
right_child=-2 2 3 -5 -6
leaf_value=0.012305488880461955 -0.0084206231824933836 0.012210048442810491 0.019779055057605216 -0.014032833359854084 -0.012137803933843999
leaf_weight=0.0012371730179550787 0.0011557208306431617 0.0010863947494762823 0.0011457423179486526 0.0019803762025120235 0.0011424080073434246
leaf_count=691 435 178 472 1088 257
internal_value=0 0.00144022 -0.00107004 -0.00444999 0.00384388
internal_weight=0 0.00659209 0.00535492 0.00426853 0.00228815
internal_count=3121 2686 1995 1817 729
is_linear=0
shrinkage=0.1


Tree=8795
num_leaves=6
num_cat=0
split_feature=42 43 16 48 16
split_gain=9.53289e-06 1.71407e-05 2.3823e-05 1.65666e-05 1.89747e-05
threshold=-1.0000000180025095e-35 -0.052894999999999991 0.071345000000000006 0.092150000000000024 -0.088159999999999988
decision_type=2 2 2 2 2
left_child=-1 -2 3 4 -3
right_child=1 2 -4 -5 -6
leaf_value=-0.0077511965010002327 0.0098305356393626701 0.015223481117598359 -0.014848353454974312 -0.0082184574502709769 -0.0022422665096375285
leaf_weight=0.0013243215697657873 0.0018042184787448413 0.0012765128713060202 0.0010567209955956855 0.0010592276810391646 0.001213156175313765
leaf_count=862 1041 361 218 147 492
internal_value=0 0.00156843 -0.00166819 0.00225634 0.00671284
internal_weight=0 0.00640984 0.00460562 0.0035489 0.00248967
internal_count=3121 2259 1218 1000 853
is_linear=0
shrinkage=0.1


Tree=8796
num_leaves=6
num_cat=0
split_feature=15 12 15 3 3
split_gain=9.99085e-06 2.89699e-05 5.88496e-05 5.34523e-05 4.69899e-05
threshold=0.035560000000000008 0.051320000000000005 -0.016799999999999995 0.097915000000000016 -0.10519499999999998
decision_type=2 2 2 2 2
left_child=1 2 3 -1 -3
right_child=-2 4 -4 -5 -6
leaf_value=0.014952852825466923 -0.0065849917051983052 0.0094643244134506518 0.028219545687702626 -0.01430332267275751 -0.018586595388364664
leaf_weight=0.0011871232203891871 0.0017850132359122483 0.001053268280191789 0.0010037657918340812 0.0013176753935404048 0.0013791391836888377
leaf_count=391 1180 224 153 205 968
internal_value=0 0.00194657 0.00776088 -0.000437663 -0.00644013
internal_weight=0 0.00594097 0.00350856 0.0025048 0.00243241
internal_count=3121 1941 749 596 1192
is_linear=0
shrinkage=0.1


Tree=8797
num_leaves=7
num_cat=0
split_feature=50 2 12 151 15 43
split_gain=2.49787e-05 2.93899e-05 6.7493e-05 2.62618e-05 5.3914e-05 6.56958e-05
threshold=1.0000000180025095e-35 0.089775000000000008 0.089735000000000023 -0.0083949999999999979 -0.07490999999999999 0.05259500000000001
decision_type=2 2 2 2 2 2
left_child=1 2 -1 -3 -5 -6
right_child=-2 3 -4 4 5 -7
leaf_value=-0.00037650852523733096 -0.00029540246630291111 -0.00014297282140846766 0.00024124105461997158 0.00059499960757310036 -0.00021511422931007215 0.00042675137895044151
leaf_weight=0.0016573921768610802 0.001001987360597042 0.0010325858027748804 0.0011530268431316501 0.0010106316649350377 0.0014379934936781067 0.0010686901425917569
leaf_count=937 627 236 324 356 510 131
internal_value=0 3.45856e-05 -0.000123065 0.000131965 0.000212679 5.85364e-05
internal_weight=0 0.00736032 0.00281042 0.0045499 0.00351732 0.00250668
internal_count=3121 2494 1261 1233 997 641
is_linear=0
shrinkage=0.00196078


Tree=8798
num_leaves=7
num_cat=0
split_feature=484 49 52 15 15 43
split_gain=2.5221e-05 3.40675e-05 4.07652e-05 5.46831e-05 6.63937e-05 2.17793e-05
threshold=0.065750000000000017 -0.081404999999999991 -1.0000000180025095e-35 -0.11033999999999998 -0.024814999999999997 -0.0037449999999999996
decision_type=2 2 2 2 2 2
left_child=1 -1 -3 -4 -5 -6
right_child=-2 2 3 4 5 -7
leaf_value=0.00027275515836694923 0.00028590358857184052 -0.00035088337734302902 -0.00040240829479576228 0.00053743366689855648 -0.0002709966175153537 9.1717893837769442e-05
leaf_weight=0.0011057267763263197 0.0010001850015789468 0.0017949833067621357 0.0010301475911117233 0.0010076268567776152 0.0010635077055828745 0.0015850389265249394
leaf_count=213 402 865 270 304 636 431
internal_value=0 -4.53504e-05 -9.962e-05 -3.3796e-06 0.000109049 -5.39279e-05
internal_weight=0 0.00758703 0.0064813 0.00468632 0.00365617 0.00264855
internal_count=3121 2719 2506 1641 1371 1067
is_linear=0
shrinkage=0.00196078


Tree=8799
num_leaves=7
num_cat=0
split_feature=50 16 160 52 52 4
split_gain=5.06243e-05 2.82614e-05 6.18377e-05 4.93044e-05 4.35553e-05 2.66045e-05
threshold=0.079410000000000008 -0.014034999999999997 -0.054789999999999998 0.0046550000000000003 0.091275000000000009 0.24564500000000003
decision_type=2 2 2 2 2 2
left_child=1 3 -3 5 -4 -1
right_child=-2 2 4 -5 -6 -7
leaf_value=-8.8051769201057356e-05 -0.00042261137261873582 0.00057883361657359519 -0.00019896918745692662 -0.00044224318221514628 0.00032624412858631868 0.00029462908786347374
leaf_weight=0.0018002450733542387 0.0010024192526084611 0.0010276507744050385 0.0015348477130664635 0.0010070770428857586 0.0010042571570004352 0.001141235533116769
leaf_count=374 609 372 672 808 58 228
internal_value=0 4.64968e-05 0.00017301 -6.77834e-05 8.7612e-06 6.04207e-05
internal_weight=0 0.00751531 0.00356676 0.00394856 0.0025391 0.00294148
internal_count=3121 2512 1102 1410 730 602
is_linear=0
shrinkage=0.00196078


Tree=8800
num_leaves=6
num_cat=0
split_feature=13 15 3 15 42
split_gain=2.17813e-05 2.8279e-05 2.80381e-05 4.77684e-05 2.55485e-05
threshold=-0.23438999999999996 -0.11713499999999999 0.086245000000000016 -0.03241999999999999 0.086325000000000013
decision_type=2 2 2 2 2
left_child=-1 -2 3 -3 -5
right_child=1 2 -4 4 -6
leaf_value=0.0002543950396860661 -0.00030221588298223425 0.00042778946020701359 -0.00019711194379902589 0.00011585709183750025 -0.00025116019113268309
leaf_weight=0.0010954308284799067 0.001316912333951455 0.0012216081571800952 0.0017062055570488954 0.0018176122546800109 0.0012177616778542932
leaf_count=169 417 779 175 939 642
internal_value=0 -4.21676e-05 1.52616e-05 0.000100381 -3.13866e-05
internal_weight=0 0.0072801 0.00596319 0.00425698 0.00303537
internal_count=3121 2952 2535 2360 1581
is_linear=0
shrinkage=0.00196078


Tree=8801
num_leaves=7
num_cat=0
split_feature=13 3 1 12 2 16
split_gain=1.27547e-05 1.88836e-05 2.52487e-05 1.89406e-05 2.53838e-05 2.20338e-05
threshold=-0.23438999999999996 0.10893000000000001 0.11588000000000001 0.091545000000000015 0.088225000000000012 -0.090764999999999985
decision_type=2 2 2 2 2 2
left_child=-1 2 3 4 -2 -6
right_child=1 -3 -4 -5 5 -7
leaf_value=0.010406666180583049 -0.0098305050277856659 -0.013821592512712966 0.015072535316427224 -0.014168943212104008 0.018589314251163544 -0.0012670915777979524
leaf_weight=0.0010157385557139978 0.0013478810496264093 0.0010666331461662093 0.001003473228226648 0.001059316303342819 0.0010005986222880723 0.0012657972907806239
leaf_count=169 1065 111 257 867 196 456
internal_value=0 -0.00161349 0.000680229 -0.00240996 0.0010365 0.00749938
internal_weight=0 0.0067437 0.00567707 0.00467359 0.00361428 0.0022664
internal_count=3121 2952 2841 2584 1717 652
is_linear=0
shrinkage=0.1


Tree=8802
num_leaves=8
num_cat=0
split_feature=484 48 0 2 4 0 43
split_gain=4.27342e-05 3.61357e-05 7.78304e-05 3.73936e-05 5.5165e-05 4.49202e-05 7.60072e-05
threshold=0.073690000000000019 0.08955500000000001 -0.18113999999999997 0.10912000000000001 -0.084369999999999987 -0.10224499999999999 -0.014584999999999999
decision_type=2 2 2 2 2 2 2
left_child=1 3 -3 4 -1 -6 -7
right_child=-2 2 -4 -5 5 6 -8
leaf_value=-0.00055706026267688833 0.00037316117265115076 -0.00021477174713142882 0.00055087171296941048 0.00020898563511553763 -0.00037826890759850559 -0.00027643893531849534 0.00046199765216691868
leaf_weight=0.0012663216434422365 0.0010269824852430151 0.0010139176865065769 0.0010279914692672204 0.0010049542173992086 0.0012133155284911757 0.0010686825379688564 0.00107495677970714
leaf_count=466 394 63 345 384 224 710 535
internal_value=0 -5.27531e-05 0.000170689 -0.000133817 -0.000208332 -7.67831e-05 9.386e-05
internal_weight=0 0.00767014 0.00204191 0.00562823 0.00462328 0.00335695 0.00214364
internal_count=3121 2727 408 2319 1935 1469 1245
is_linear=0
shrinkage=0.00196078


Tree=8803
num_leaves=7
num_cat=0
split_feature=13 47 4 16 52 43
split_gain=1.05159e-05 1.69023e-05 2.61697e-05 2.55833e-05 3.87657e-05 4.40352e-05
threshold=-0.23438999999999996 0.10904500000000002 0.19806500000000002 -0.094359999999999986 -0.080114999999999978 -0.014584999999999999
decision_type=2 2 2 2 2 2
left_child=-1 2 3 -2 -5 -6
right_child=1 -3 -4 4 5 -7
leaf_value=0.0094431031705944149 -0.017138067645087639 -0.013119259671103185 0.012653559473797711 -0.015234160296315536 -0.0072471137987134395 0.020612618446550306
leaf_weight=0.0010168098466954876 0.0010038230700583077 0.0010507998709501885 0.0013830595080057519 0.001010825735912148 0.0010190653442710854 0.0012799039672415308
leaf_count=169 342 163 336 650 810 651
internal_value=0 -0.00146586 0.000683705 -0.00315415 0.00108702 0.00826322
internal_weight=0 0.00674748 0.00569668 0.00431362 0.0033098 0.00229897
internal_count=3121 2952 2789 2453 2111 1461
is_linear=0
shrinkage=0.1


Tree=8804
num_leaves=5
num_cat=0
split_feature=48 1 4 4
split_gain=1.06292e-05 2.76658e-05 4.17881e-05 2.11736e-05
threshold=0.092475000000000016 0.111945 -0.0016099999999999997 -0.35136499999999998
decision_type=2 2 2 2
left_child=1 2 3 -1
right_child=-2 -3 -4 -5
leaf_value=-0.0097142910374984348 0.0070569933360629293 0.010576311231945157 -0.017924858453896877 0.007857399130649546
leaf_weight=0.0010667346094016133 0.0016610681314890817 0.0013641711540324708 0.0017368474137335142 0.0019200784406079947
leaf_count=177 365 374 577 1628
internal_value=0 -0.00196796 -0.00559068 0.0015817
internal_weight=0 0.00608783 0.00472366 0.00298681
internal_count=3121 2756 2382 1805
is_linear=0
shrinkage=0.1


Tree=8805
num_leaves=6
num_cat=0
split_feature=484 48 43 2 15
split_gain=3.83717e-05 3.68851e-05 2.44975e-05 4.40892e-05 3.2062e-05
threshold=0.064170000000000019 0.08955500000000001 0.07827000000000002 0.089005000000000015 -0.016799999999999995
decision_type=2 2 2 2 2
left_child=1 2 3 4 -1
right_child=-2 -3 -4 -5 -6
leaf_value=-0.00024873349971420091 0.00036029361960337693 0.00018165947540240644 0.0001194412750655214 -0.00043131192726698393 0.00019615781737513524
leaf_weight=0.0012646551564209111 0.0010059957315851674 0.0019823805959777677 0.0011839909382282444 0.001816629133257999 0.0012270729631502326
leaf_count=381 406 408 249 863 814
internal_value=0 -4.76085e-05 -0.000130359 -0.000199008 -2.96429e-05
internal_weight=0 0.00747473 0.00549235 0.00430836 0.00249173
internal_count=3121 2715 2307 2058 1195
is_linear=0
shrinkage=0.00196078


Tree=8806
num_leaves=6
num_cat=0
split_feature=2 0 49 43 15
split_gain=9.35208e-06 2.31009e-05 2.19946e-05 3.19943e-05 5.44029e-05
threshold=0.089775000000000008 -0.077999999999999986 -0.043469999999999995 0.05259500000000001 -0.10324499999999999
decision_type=2 2 2 2 2
left_child=1 -1 -2 4 -4
right_child=2 -3 3 -5 -6
leaf_value=-0.011897000044857031 0.014708572565980533 0.005588082622952361 0.0099361769454343919 0.013734174754425657 -0.019965049790350641
leaf_weight=0.0017417654080969869 0.0011628364113326693 0.0013345493027856377 0.001057254593885499 0.0010227110110438988 0.0014334843258346267
leaf_count=1283 246 399 243 234 716
internal_value=0 -0.00431172 0.00278752 -0.00115796 -0.00727275
internal_weight=0 0.00307631 0.00467629 0.00351345 0.00249074
internal_count=3121 1682 1439 1193 959
is_linear=0
shrinkage=0.1


Tree=8807
num_leaves=6
num_cat=0
split_feature=0 0 42 49 4
split_gain=9.5128e-06 1.60577e-05 3.18905e-05 4.8349e-05 1.29511e-05
threshold=0.13134000000000004 -0.053834999999999994 0.090310000000000015 -0.006494999999999999 -0.0016099999999999997
decision_type=2 2 2 2 2
left_child=1 2 3 -1 -5
right_child=-2 -3 -4 4 -6
leaf_value=-0.018300684881848096 0.0090713688678735142 -0.01103502322675271 0.016394148066014341 0.013460930662950272 -0.00046585625579919797
leaf_weight=0.0013679976352925245 0.001000579645001335 0.0013714307960282545 0.0010860106475874083 0.0010365654086508939 0.0018766363406185762
leaf_count=442 84 444 641 1025 485
internal_value=0 -0.00137802 0.00108955 -0.00279277 0.00448953
internal_weight=0 0.00673864 0.00536721 0.0042812 0.0029132
internal_count=3121 3037 2593 1952 1510
is_linear=0
shrinkage=0.1


Tree=8808
num_leaves=7
num_cat=0
split_feature=50 15 16 48 0 0
split_gain=4.59205e-05 3.64449e-05 5.70141e-05 4.28975e-05 3.41982e-05 4.16369e-05
threshold=0.079410000000000008 -0.14601999999999996 -0.36241499999999999 0.082620000000000013 -0.10151999999999999 0.13134000000000004
decision_type=2 2 2 2 2 2
left_child=1 -1 -3 4 -4 -6
right_child=-2 2 3 -5 5 -7
leaf_value=0.00039548070879875415 -0.00039421059432747469 -0.00042015852417460391 0.00025413372989935778 0.00037839936321139745 -0.00032398614682463834 0.00017210128436371806
leaf_weight=0.0010250433298260647 0.0010058331886796624 0.0010515939511987534 0.001195122834414834 0.0013710480784517422 0.0017735918030898508 0.0010271772999196154
leaf_count=367 609 207 152 319 1414 53
internal_value=0 5.21568e-05 -2.67227e-06 7.91297e-05 -2.35541e-05 -0.000142047
internal_weight=0 0.00744358 0.00641853 0.00536694 0.00399589 0.00280077
internal_count=3121 2512 2145 1938 1619 1467
is_linear=0
shrinkage=0.00196078


Tree=8809
num_leaves=5
num_cat=0
split_feature=15 42 52 2
split_gain=1.02621e-05 3.03095e-05 4.32675e-05 5.09014e-05
threshold=0.035560000000000008 0.075730000000000006 -0.081429999999999989 0.10613000000000002
decision_type=2 2 2 2
left_child=1 2 -1 -4
right_child=-2 -3 3 -5
leaf_value=0.024450291080964272 -0.0066578048608477922 -0.010080575566590243 0.011429020809700144 -0.013287169461062129
leaf_weight=0.0010032230540140533 0.001792362868051847 0.0015443169054869723 0.0019407490023038106 0.0014601126033697114
leaf_count=375 1180 923 397 246
internal_value=0 0.00197391 0.00620088 0.000817468
internal_weight=0 0.0059484 0.00440408 0.00340086
internal_count=3121 1941 1018 643
is_linear=0
shrinkage=0.1


Tree=8810
num_leaves=6
num_cat=0
split_feature=42 160 43 16 0
split_gain=9.81827e-06 1.8034e-05 2.60095e-05 3.02316e-05 3.84565e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.074359999999999996 -0.056919999999999991 -0.15599999999999997
decision_type=2 2 2 2 2
left_child=-1 -2 -3 4 -4
right_child=1 2 3 -5 -6
leaf_value=-0.0078692590956238647 -0.0082377487454298858 0.01615988875599415 -0.0063330927353535266 -0.012636945293881281 0.019273603485445996
leaf_weight=0.0013215925654223295 0.0014441129423701481 0.0013738949779270957 0.0011560909578371974 0.0012418929252856837 0.0011903808152479464
leaf_count=862 828 482 114 322 513
internal_value=0 0.00159736 0.00445957 -2.01865e-05 0.00665736
internal_weight=0 0.00640637 0.00496226 0.00358836 0.00234647
internal_count=3121 2259 1431 949 627
is_linear=0
shrinkage=0.1


Tree=8811
num_leaves=6
num_cat=0
split_feature=2 151 0 13 12
split_gain=2.34202e-05 3.12082e-05 6.23992e-05 4.47808e-05 2.57788e-05
threshold=0.089775000000000008 -0.0083949999999999979 -0.15350499999999997 -0.090639999999999984 0.089735000000000023
decision_type=2 2 2 2 2
left_child=4 -2 -3 -4 -1
right_child=1 2 3 -5 -6
leaf_value=-0.00027515043201510581 -0.00021186421369348891 0.00057993376224824318 0.00031964140740004644 -0.00017524317493973138 7.5280604398305625e-05
leaf_weight=0.0018933114057990037 0.0010621463614287627 0.001037307316635947 0.0011632758745333904 0.0017765996927183176 0.001406750280054647
leaf_count=1175 266 103 175 895 507
internal_value=0 8.67244e-05 0.000166465 2.05771e-05 -0.000125769
internal_weight=0 0.00503933 0.00397718 0.00293988 0.00330006
internal_count=3121 1439 1173 1070 1682
is_linear=0
shrinkage=0.00196078


Tree=8812
num_leaves=7
num_cat=0
split_feature=4 151 49 42 15 12
split_gain=1.43203e-05 1.73431e-05 2.72534e-05 3.1884e-05 4.90971e-05 7.16841e-05
threshold=0.27287000000000006 -0.024429999999999997 -0.054319999999999993 0.088915000000000008 -0.037864999999999989 0.084100000000000022
decision_type=2 2 2 2 2 2
left_child=1 -1 -3 4 -4 -6
right_child=-2 2 3 -5 5 -7
leaf_value=0.00019227860303705174 0.00018250497765562597 -0.0003745766069462147 -0.00029830774917042274 -0.00033189557721953982 0.00054880488878539691 -8.7257954758060028e-05
leaf_weight=0.0010334354438267575 0.0013006402588565877 0.001019382652250835 0.0010600355745541325 0.0010077063926336362 0.0012362167114709202 0.0015173315461727559
leaf_count=451 352 165 520 666 244 723
internal_value=0 -4.1861e-05 -8.32891e-05 -2.17012e-05 6.0265e-05 0.000198305
internal_weight=0 0.00687411 0.00584067 0.00482129 0.00381358 0.00275355
internal_count=3121 2769 2318 2153 1487 967
is_linear=0
shrinkage=0.00196078


Tree=8813
num_leaves=7
num_cat=0
split_feature=457 15 43 3 52 2
split_gain=1.54343e-05 2.99738e-05 1.87558e-05 3.80867e-05 3.18629e-05 3.27185e-05
threshold=0.069910000000000014 0.088655000000000025 -0.04890499999999999 -0.08824499999999999 0.077655000000000016 0.10467500000000002
decision_type=2 2 2 2 2 2
left_child=1 2 3 -1 5 -4
right_child=-2 -3 4 -5 -6 -7
leaf_value=-0.00012054104628192405 0.00022456383165457217 -0.00033933484289230869 -0.00040371194827298781 0.00039597513993307784 0.00018539684294500297 3.8203496901591264e-05
leaf_weight=0.0010020958818249433 0.0010095777633165647 0.0010565042917033089 0.0013327523688013453 0.0012135422594988863 0.0013097943767357606 0.0012466488509294744
leaf_count=305 267 662 409 789 410 279
internal_value=0 -3.44014e-05 1.83705e-05 0.000162364 -6.3661e-05 -0.00019013
internal_weight=0 0.00716134 0.00610483 0.00221564 0.0038892 0.0025794
internal_count=3121 2854 2192 1094 1098 688
is_linear=0
shrinkage=0.00196078


Tree=8814
num_leaves=7
num_cat=0
split_feature=13 16 43 43 48 16
split_gain=1.04272e-05 1.79388e-05 4.43553e-05 2.31289e-05 4.83608e-05 2.30199e-05
threshold=-0.23438999999999996 0.23311500000000004 -0.092909999999999979 -0.0030899999999999994 0.085875000000000021 -0.091114999999999988
decision_type=2 2 2 2 2 2
left_child=-1 2 -2 -4 5 -5
right_child=1 -3 3 4 -6 -7
leaf_value=0.0094336498706822057 -0.021441830440234545 0.010313180855933118 0.013131012213171533 0.015566639175417979 -0.020608370499609768 -0.0045478072516543962
leaf_weight=0.0010134101265441052 0.0011289047996285925 0.0010875156979189959 0.0011268107103669656 0.0010722230000561504 0.0011025466985182556 0.0012122206184185141
leaf_count=169 386 417 1304 230 167 448
internal_value=0 -0.00144685 -0.00371335 0.000720554 -0.00340826 0.00489308
internal_weight=0 0.00673022 0.00564271 0.0045138 0.00338699 0.00228444
internal_count=3121 2952 2535 2149 845 678
is_linear=0
shrinkage=0.1


Tree=8815
num_leaves=5
num_cat=0
split_feature=48 1 4 3
split_gain=1.2248e-05 2.40634e-05 3.46077e-05 2.08912e-05
threshold=0.092475000000000016 0.111945 -0.0016099999999999997 -0.047929999999999993
decision_type=2 2 2 2
left_child=1 2 3 -1
right_child=-2 -3 -4 -5
leaf_value=-0.0059891125141176239 0.0076024840990096395 0.009599146537878564 -0.016731094123637096 0.01101774079773547
leaf_weight=0.0017452908238048956 0.0016557247445562291 0.0013633039691890014 0.0017311467765867032 0.0012322783857384916
leaf_count=1582 365 374 577 223
internal_value=0 -0.00210033 -0.00548765 0.00104924
internal_weight=0 0.00607202 0.00470872 0.00297757
internal_count=3121 2756 2382 1805
is_linear=0
shrinkage=0.1


Tree=8816
num_leaves=6
num_cat=0
split_feature=2 12 49 12 3
split_gain=1.00993e-05 2.34078e-05 2.09124e-05 2.35068e-05 6.30724e-05
threshold=0.089775000000000008 0.089735000000000023 -0.043469999999999995 0.089625000000000024 0.10732000000000001
decision_type=2 2 2 2 2
left_child=1 -1 -2 4 -4
right_child=2 -3 3 -5 -6
leaf_value=-0.012057813694938982 0.014571639937752099 0.0055896042105796368 0.019990173793192192 -0.012791287178865664 -0.012758644897221194
leaf_weight=0.0017490833304600135 0.0011568184288471917 0.0013179889379092669 0.001262488110568602 0.0011317058757836515 0.0011009375703928143
leaf_count=1175 246 507 397 644 152
internal_value=0 -0.00447433 0.00291741 -0.000939904 0.00473503
internal_weight=0 0.00306707 0.00465195 0.00349513 0.00236343
internal_count=3121 1682 1439 1193 549
is_linear=0
shrinkage=0.1


Tree=8817
num_leaves=6
num_cat=0
split_feature=484 48 43 12 4
split_gain=2.12511e-05 2.72108e-05 2.30903e-05 4.34395e-05 2.75674e-05
threshold=0.044540000000000003 0.08955500000000001 -0.0037449999999999996 0.089735000000000023 0.053180000000000012
decision_type=2 2 2 2 2
left_child=1 2 3 -1 -4
right_child=-2 -3 4 -5 -6
leaf_value=-0.00053960096085802791 0.0002623869474355909 0.00015583098289571805 -0.0001510059376158576 -9.9742112388423256e-06 0.00023042701150536083
leaf_weight=0.0011154420479954489 0.0010075593132150319 0.0019775641362620054 0.0018332611448279019 0.0012770511194180845 0.001208839378022871
leaf_count=828 435 408 627 586 237
internal_value=0 -4.11148e-05 -0.00011278 -0.0002569 5.6406e-07
internal_weight=0 0.00741216 0.00543459 0.00239249 0.0030421
internal_count=3121 2686 2278 1414 864
is_linear=0
shrinkage=0.00196078


Tree=8818
num_leaves=6
num_cat=0
split_feature=42 49 1 16 2
split_gain=1.12601e-05 2.61987e-05 2.52389e-05 5.05119e-05 3.14478e-05
threshold=0.092145000000000019 -0.00064499999999999985 0.111945 -0.088394999999999987 0.090050000000000005
decision_type=2 2 2 2 2
left_child=1 -1 3 -3 -5
right_child=-2 2 -4 4 -6
leaf_value=-0.0085927941591883144 -0.0090404276630976412 -0.017731383583029215 0.018010625026236796 0.019837846755114505 -0.0025287129328591413
leaf_weight=0.0018212617106193379 0.001173692576936048 0.0010027908720545179 0.0012057446793199045 0.0012752124522471878 0.0012397863915996168
leaf_count=579 649 444 236 740 473
internal_value=0 0.00159639 0.00552505 0.00124554 0.00881209
internal_weight=0 0.0065448 0.00472353 0.00351779 0.002515
internal_count=3121 2472 1893 1657 1213
is_linear=0
shrinkage=0.1


Tree=8819
num_leaves=6
num_cat=0
split_feature=4 4 3 15 43
split_gain=1.07763e-05 1.76113e-05 2.90002e-05 2.17266e-05 3.30762e-05
threshold=0.27287000000000006 0.055260000000000011 0.10299500000000002 -0.022504999999999997 -0.084004999999999982
decision_type=2 2 2 2 2
left_child=1 2 3 -1 -5
right_child=-2 -3 -4 4 -6
leaf_value=0.0079927372705775358 0.0086350822057681183 -0.010141696332288595 0.015547419471943009 0.0051245260859723724 -0.018715116027841896
leaf_weight=0.001222833142931732 0.0012125934564243893 0.0017700485513028616 0.0011274163152074565 0.0010245935699087518 0.0013472624407707501
leaf_count=748 352 353 139 396 1133
internal_value=0 -0.0016347 0.00155409 -0.00283469 -0.00841688
internal_weight=0 0.00649215 0.00472211 0.00359469 0.00237186
internal_count=3121 2769 2416 2277 1529
is_linear=0
shrinkage=0.1


Tree=8820
num_leaves=7
num_cat=0
split_feature=50 4 151 16 133 1
split_gain=2.98796e-05 3.73043e-05 3.09696e-05 2.95771e-05 3.23791e-05 5.12659e-05
threshold=0.079410000000000008 0.36766000000000004 -0.016164999999999995 -0.092484999999999984 1.0000000180025095e-35 0.080000000000000016
decision_type=2 2 2 2 2 2
left_child=1 2 -1 -4 5 -5
right_child=-2 -3 3 4 -6 -7
leaf_value=0.00029189380465079385 -0.00032628724928891571 0.00037689813409041604 -0.00030017001294407804 0.00045281728466047835 -0.00028168874799229667 -9.8883996278683231e-05
leaf_weight=0.0010116705302931238 0.0010066346802697478 0.0010460172609907817 0.001653536954320555 0.0011028573729716931 0.001020681678095684 0.0015685770161331849
leaf_count=368 609 303 352 544 535 410
internal_value=0 3.37647e-05 -2.26936e-05 -8.22296e-05 1.53763e-05 0.000128877
internal_weight=0 0.00740334 0.00635732 0.00534565 0.00369212 0.00267143
internal_count=3121 2512 2209 1841 1489 954
is_linear=0
shrinkage=0.00196078


Tree=8821
num_leaves=7
num_cat=0
split_feature=50 4 1 3 13 0
split_gain=5.08792e-05 3.02861e-05 2.72091e-05 5.47402e-05 4.72932e-05 6.05338e-05
threshold=0.07826000000000001 0.36766000000000004 0.11212500000000002 0.092670000000000016 -0.033284999999999988 -0.076899999999999982
decision_type=2 2 2 2 2 2
left_child=1 2 3 4 -1 -6
right_child=-2 -3 -4 -5 5 -7
leaf_value=-0.00035404717628279925 -0.00041607785822797447 0.00036364108955718664 -0.00022780083530714751 0.00044563032299251053 -0.00015490526879445533 0.00046025295718775996
leaf_weight=0.0012395688215179274 0.0010000187643317993 0.0010497840269267176 0.0014895545966603042 0.0011663853252919121 0.0014047763606968356 0.0010939421932733124
leaf_count=1020 612 303 187 112 601 286
internal_value=0 5.49726e-05 4.29636e-06 7.47845e-05 -4.09233e-05 0.000114412
internal_weight=0 0.00744401 0.00639423 0.00490467 0.00373829 0.00249872
internal_count=3121 2509 2206 2019 1907 887
is_linear=0
shrinkage=0.00196078


Tree=8822
num_leaves=6
num_cat=0
split_feature=16 4 2 2 12
split_gain=1.00618e-05 2.70383e-05 2.47991e-05 3.21783e-05 3.06711e-05
threshold=-0.48836499999999994 0.098655000000000007 0.10644500000000001 0.092875000000000013 0.084225000000000008
decision_type=2 2 2 2 2
left_child=-1 2 3 4 -2
right_child=1 -3 -4 -5 -6
leaf_value=0.0084241628171316234 0.013386577085615678 -0.014089407633730284 0.013929653933377152 -0.017258636448583761 -0.0073225722194403585
leaf_weight=0.0011917161692406707 0.0014647390068702193 0.0013641756129056919 0.0012612907364783254 0.0010406354701044326 0.0013974897292050098
leaf_count=274 411 291 411 417 1317
internal_value=0 -0.001568 0.00173969 -0.00219975 0.00327529
internal_weight=0 0.00652833 0.00516415 0.00390286 0.00286223
internal_count=3121 2847 2556 2145 1728
is_linear=0
shrinkage=0.1


Tree=8823
num_leaves=7
num_cat=0
split_feature=50 4 16 52 15 4
split_gain=2.82937e-05 3.33065e-05 2.32193e-05 2.90285e-05 2.66739e-05 6.56328e-06
threshold=0.079410000000000008 0.36766000000000004 -0.084119999999999986 0.0031350000000000002 -0.016799999999999995 0.16173500000000005
decision_type=2 2 2 2 2 2
left_child=1 2 5 4 -4 -1
right_child=-2 -3 3 -5 -6 -7
leaf_value=-0.00027075733518231365 -0.00030826759766624276 0.00036374541658094439 -0.00026941810169574953 0.00027438841750646693 0.00013649267231721066 -5.8774173327861554e-05
leaf_weight=0.0012056294299764231 0.0010107846199522656 0.0010572276315889651 0.0012023077058708879 0.0016766206086699905 0.0012904993269651278 0.0010510975097237588
leaf_count=490 609 303 574 526 474 145
internal_value=0 4.12403e-05 -1.18181e-05 7.48941e-05 -5.92825e-05 -0.000172024
internal_weight=0 0.00748338 0.00642615 0.00416943 0.00249281 0.00225673
internal_count=3121 2512 2209 1574 1048 635
is_linear=0
shrinkage=0.00196078


Tree=8824
num_leaves=6
num_cat=0
split_feature=4 4 3 15 43
split_gain=9.39946e-06 2.10075e-05 2.31712e-05 1.62832e-05 2.84347e-05
threshold=0.24564500000000003 0.055260000000000011 0.10299500000000002 -0.022504999999999997 -0.084004999999999982
decision_type=2 2 2 2 2
left_child=1 2 3 -1 -5
right_child=-2 -3 -4 4 -6
leaf_value=0.0066766790589132055 0.006567416409662432 -0.013124072824110803 0.013742579698467532 0.0050242728983050187 -0.017047167024829973
leaf_weight=0.0012254921724475869 0.0016905321016194748 0.0013008501949916757 0.0011266260900320325 0.0010276465327829841 0.0013511256931928138
leaf_count=748 426 279 139 396 1133
internal_value=0 -0.00186964 0.00122499 -0.00268778 -0.00751215
internal_weight=0 0.00603174 0.00473089 0.00360426 0.00237877
internal_count=3121 2695 2416 2277 1529
is_linear=0
shrinkage=0.1


Tree=8825
num_leaves=6
num_cat=0
split_feature=51 4 15 4 13
split_gain=8.88489e-06 1.63212e-05 2.99006e-05 2.67653e-05 5.11303e-05
threshold=0.087505000000000013 0.36766000000000004 -0.016799999999999995 -0.35136499999999998 -0.016469999999999995
decision_type=2 2 2 2 2
left_child=1 2 -1 -4 -5
right_child=-2 -3 3 4 -6
leaf_value=-0.010519500743817975 -0.0081232766239475035 0.013123648092753681 -0.0089812275277674231 -0.0061767839842075314 0.0224643228426957
leaf_weight=0.0019956341882739798 0.0011513336252290856 0.0010056474728559212 0.0010126376703491328 0.0010875740118816493 0.0014601065581603609
leaf_count=902 435 309 158 788 529
internal_value=0 0.00140096 -0.000720886 0.00477145 0.0102378
internal_weight=0 0.0065616 0.00555595 0.00356032 0.00254768
internal_count=3121 2686 2377 1475 1317
is_linear=0
shrinkage=0.1


Tree=8826
num_leaves=6
num_cat=0
split_feature=4 0 0 15 52
split_gain=2.39569e-05 3.11462e-05 4.2873e-05 3.35034e-05 3.90851e-05
threshold=-0.46376499999999993 -0.060129999999999996 -0.083914999999999976 -0.0063699999999999989 -0.0027449999999999996
decision_type=2 2 2 2 2
left_child=-1 2 3 4 -2
right_child=1 -3 -4 -5 -6
leaf_value=-0.00029468016042445385 -0.00035731795350810592 0.00025245745180229218 -0.0003972237769133952 0.00029143112398039988 9.6395855104903336e-05
leaf_weight=0.0010128310302459868 0.0011708384490122315 0.0017841552107150599 0.0010738984496984089 0.0013934358381650159 0.001938642287933316
leaf_count=183 467 390 1065 509 507
internal_value=0 2.69599e-05 -4.51821e-05 3.87762e-05 -7.44448e-05
internal_weight=0 0.00736097 0.00557682 0.00450292 0.00310948
internal_count=3121 2938 2548 1483 974
is_linear=0
shrinkage=0.00196078


Tree=8827
num_leaves=6
num_cat=0
split_feature=0 1 48 3 0
split_gain=9.30541e-06 2.06697e-05 1.84477e-05 2.68549e-05 2.20714e-05
threshold=0.041630000000000007 0.077565000000000009 0.092150000000000024 -0.074084999999999998 -0.14454499999999995
decision_type=2 2 2 2 2
left_child=1 -1 3 -3 -5
right_child=-2 2 -4 4 -6
leaf_value=-0.012876176903211016 0.0073213879673142499 0.016301094907773494 -0.0083074274665631692 0.0083696930413205608 -0.011560144374762686
leaf_weight=0.0013051518374640903 0.0014081839785809371 0.0013391839245602893 0.0014371820455052415 0.001108025416226907 0.0011147063003304823
leaf_count=1554 252 549 216 184 366
internal_value=0 -0.0016698 0.00125594 0.00511462 -0.00162518
internal_weight=0 0.00630425 0.0049991 0.00356192 0.00222273
internal_count=3121 2869 1315 1099 550
is_linear=0
shrinkage=0.1


Tree=8828
num_leaves=6
num_cat=0
split_feature=12 160 151 4 16
split_gain=8.94984e-06 2.78912e-05 2.64249e-05 5.22016e-05 2.39431e-05
threshold=-0.010834999999999999 -1.0000000180025095e-35 -0.0056149999999999993 0.076415000000000025 -0.056919999999999991
decision_type=2 2 2 2 2
left_child=-1 -2 -3 4 -4
right_child=1 2 3 -5 -6
leaf_value=0.0083793511917072891 -0.013877080453959962 -0.01249771837315841 0.0074242711867617689 0.022324113650677997 -0.010725648183340609
leaf_weight=0.0010880528513481057 0.0014111390623527025 0.0010155662636944611 0.0014120926202693574 0.0012785976417845992 0.0014977369430631366
leaf_count=421 870 255 860 196 519
internal_value=0 -0.00140763 0.00197365 0.00548252 -0.00191779
internal_weight=0 0.00661513 0.00520399 0.00418843 0.00290983
internal_count=3121 2700 1830 1575 1379
is_linear=0
shrinkage=0.1


Tree=8829
num_leaves=7
num_cat=0
split_feature=42 0 3 2 52 16
split_gain=1.38424e-05 2.22302e-05 3.7525e-05 3.07964e-05 2.29105e-05 2.37515e-05
threshold=-1.0000000180025095e-35 -0.060129999999999996 -0.078934999999999991 0.10136500000000002 -0.0064899999999999992 -0.27167499999999994
decision_type=2 2 2 2 2 2
left_child=-1 2 -2 -3 -4 -6
right_child=1 3 4 -5 5 -7
leaf_value=-0.00018026888818088924 -0.0003310869762198032 0.0004336150842125905 -0.0001385287924283535 -4.4339526314055933e-05 -2.6890550219610662e-05 0.00038787525201558595
leaf_weight=0.0014023236886705473 0.0012554674499102381 0.0010730730200997076 0.0013154284151724502 0.0010025501129661584 0.0010121427466021488 0.0011162171527424243
leaf_count=862 913 228 301 256 189 372
internal_value=0 3.37556e-05 -4.08911e-05 0.000202757 6.49027e-05 0.000190633
internal_weight=0 0.00677488 0.00469926 0.00207562 0.00344379 0.00212836
internal_count=3121 2259 1775 484 862 561
is_linear=0
shrinkage=0.00196078


Tree=8830
num_leaves=5
num_cat=0
split_feature=42 0 3 52
split_gain=9.66675e-06 1.74078e-05 3.22621e-05 2.11796e-05
threshold=-1.0000000180025095e-35 -0.060129999999999996 -0.078934999999999991 -0.0064899999999999992
decision_type=2 2 2 2
left_child=-1 2 -2 -4
right_child=1 -3 3 -5
leaf_value=-0.0078239143734756735 -0.016047502008017279 0.0094393322518579216 -0.0069874404666300134 0.0096299856492050601
leaf_weight=0.0013172069447770669 0.0011799884704963722 0.0019567769232971292 0.0012435970769798682 0.0020013023856186845
leaf_count=862 913 484 301 561
internal_value=0 0.00158544 -0.00188771 0.00326141
internal_weight=0 0.00638166 0.00442489 0.0032449
internal_count=3121 2259 1775 862
is_linear=0
shrinkage=0.1


Tree=8831
num_leaves=7
num_cat=0
split_feature=50 160 42 0 2 1
split_gain=2.54974e-05 2.88784e-05 3.07305e-05 4.26301e-05 6.64301e-05 2.39015e-05
threshold=1.0000000180025095e-35 -0.027994999999999996 0.090310000000000015 -0.019414999999999998 0.088225000000000012 0.094465000000000007
decision_type=2 2 2 2 2 2
left_child=1 -1 3 4 -3 -6
right_child=-2 2 -4 -5 5 -7
leaf_value=0.00028754656612895417 -0.00029767195605914917 -0.00061654370810780622 0.00022560118897203618 0.00020251434804562627 -0.00024192592479652263 0.00017559158213917368
leaf_weight=0.0014036806680981471 0.0010093996460557612 0.0010967179224919852 0.0014209482428121714 0.0012446362981205373 0.0010001392206557473 0.001114672295293558
leaf_count=623 627 584 463 196 422 206
internal_value=0 3.48644e-05 -2.54858e-05 -0.00010555 -0.000224942 -2.18613e-05
internal_weight=0 0.00728079 0.00587711 0.00445617 0.00321153 0.00211481
internal_count=3121 2494 1871 1408 1212 628
is_linear=0
shrinkage=0.00196078


Tree=8832
num_leaves=7
num_cat=0
split_feature=50 16 160 52 49 3
split_gain=3.38521e-05 2.39954e-05 6.22377e-05 4.65393e-05 2.21982e-05 2.46477e-05
threshold=0.079410000000000008 -0.014034999999999997 -0.054789999999999998 0.09086000000000001 -0.043469999999999995 -0.059315
decision_type=2 2 2 2 2 2
left_child=1 4 -3 -4 -1 -6
right_child=-2 2 3 -5 5 -7
leaf_value=0.00015458746394752469 -0.00034347079991424044 0.00056449070734122299 -0.00023507642907117827 0.00030773871612520796 -0.00038501684826717191 -5.8722039263605602e-06
leaf_weight=0.0012130987025686943 0.0010064715860519146 0.0010231264840981379 0.0014618418354696166 0.0010387775112845447 0.001133768357370358 0.0015749459904658672
leaf_count=215 609 372 668 62 898 297
internal_value=0 3.96658e-05 0.000157098 -9.58663e-06 -6.58467e-05 -0.000164568
internal_weight=0 0.00744556 0.00352375 0.00250062 0.00392181 0.00270871
internal_count=3121 2512 1102 730 1410 1195
is_linear=0
shrinkage=0.00196078


Tree=8833
num_leaves=7
num_cat=0
split_feature=50 4 16 48 13 4
split_gain=2.8531e-05 3.39799e-05 3.32495e-05 4.94004e-05 4.2964e-05 4.20843e-05
threshold=1.0000000180025095e-35 0.36766000000000004 -0.094359999999999986 0.084855000000000014 -0.033284999999999988 -0.046564999999999988
decision_type=2 2 2 2 2 2
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right_child=-2 -3 3 -5 5 -7
leaf_value=-0.00023078243288239168 -0.00030634304003711402 0.00037345446479389099 -0.00031421325235737857 0.0004416500539986683 -0.0001488843172420846 0.00041108875669536922
leaf_weight=0.0018673781809832842 0.0010265037244564824 0.0010270069751483453 0.0013126622885263452 0.0010996359278636963 0.0010021578131775969 0.0010636520653781625
leaf_count=363 627 303 778 344 511 195
internal_value=0 4.25678e-05 -1.09857e-05 8.06698e-05 -3.68232e-05 0.000139437
internal_weight=0 0.00737249 0.00634549 0.00447811 0.00337847 0.00206581
internal_count=3121 2494 2191 1828 1484 706
is_linear=0
shrinkage=0.00196078


Tree=8834
num_leaves=7
num_cat=0
split_feature=50 16 160 52 49 0
split_gain=3.15102e-05 3.75627e-05 7.42822e-05 4.6445e-05 2.0976e-05 3.02735e-05
threshold=1.0000000180025095e-35 -0.014034999999999997 -0.054789999999999998 0.091275000000000009 -0.043469999999999995 -0.11756999999999999
decision_type=2 2 2 2 2 2
left_child=1 4 -3 -4 -1 -6
right_child=-2 2 3 -5 5 -7
leaf_value=0.00011954903447065012 -0.00032706236888266365 0.00063072560349972638 -0.00021211181780787035 0.00033153170440656404 -0.00040557952225447246 1.2041201422669134e-05
leaf_weight=0.0012195020989083246 0.0010261193746640114 0.0010243580254830488 0.0015160579887660308 0.0010045039207766237 0.0012976186163419696 0.0013739933777372039
leaf_count=215 627 372 661 58 211 977
internal_value=0 3.94817e-05 0.000185488 4.54307e-06 -9.35343e-05 -0.0001908
internal_weight=0 0.00743603 0.00354492 0.00252056 0.00389111 0.00267161
internal_count=3121 2494 1091 719 1403 1188
is_linear=0
shrinkage=0.00196078


Tree=8835
num_leaves=7
num_cat=0
split_feature=50 16 160 52 15 49
split_gain=2.80791e-05 2.71476e-05 6.21174e-05 3.64316e-05 2.8614e-05 3.89213e-05
threshold=1.0000000180025095e-35 -0.014034999999999997 -0.054789999999999998 0.09086000000000001 -0.022504999999999997 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2
left_child=1 4 -3 -4 5 -1
right_child=-2 2 3 -5 -6 -7
leaf_value=0.00034621854825722892 -0.00030888118405718545 0.00057168954177916809 -0.00020092003358255787 0.0002783240167230086 -0.00029773580376192462 -0.00015467582669116356
leaf_weight=0.0010155653108015685 0.0010242030849947192 0.0010137655116197308 0.0014781221895464934 0.0010381973436705027 0.001416870388598401 0.0014451110977736171
leaf_count=213 627 372 657 62 749 441
internal_value=0 3.74966e-05 0.000161903 -3.19081e-06 -7.57616e-05 5.20523e-05
internal_weight=0 0.00740763 0.00353009 0.00251632 0.00387755 0.00246068
internal_count=3121 2494 1091 719 1403 654
is_linear=0
shrinkage=0.00196078


Tree=8836
num_leaves=8
num_cat=0
split_feature=50 4 151 15 4 16 4
split_gain=3.16551e-05 2.02033e-05 3.78119e-05 3.38958e-05 6.09332e-05 6.70505e-05 8.93719e-06
threshold=0.079410000000000008 0.36766000000000004 -0.024429999999999997 -0.016799999999999995 -0.35136499999999998 -0.014034999999999997 0.053925000000000008
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 6 -5 -6 -4
right_child=-2 -3 3 4 5 -7 -8
leaf_value=0.00033964616887465502 -0.00033437540803878753 0.0002806625285337041 -0.0001449454683557778 -0.00032602670332098472 -8.6900784155927472e-05 0.00056855221004696729 -0.00040597359490683908
leaf_weight=0.0010091404067151186 0.0010356965202741909 0.0010707486105282103 0.0010047602106230454 0.0011661261015606925 0.0012816648955592247 0.0011282505977271947 0.0010124546237393686
leaf_count=363 609 303 402 158 723 295 268
internal_value=0 3.08228e-05 -9.69514e-06 -7.27236e-05 4.19188e-05 0.000219963 -0.000275957
internal_weight=0 0.00767315 0.0066024 0.00559326 0.00357604 0.00240992 0.00201721
internal_count=3121 2512 2209 1846 1176 1018 670
is_linear=0
shrinkage=0.00196078


Tree=8837
num_leaves=7
num_cat=0
split_feature=50 4 16 48 13 4
split_gain=2.36712e-05 3.45237e-05 2.74757e-05 4.34339e-05 3.69871e-05 2.15502e-05
threshold=1.0000000180025095e-35 0.36766000000000004 -0.094359999999999986 0.084855000000000014 -0.033284999999999988 -0.033174999999999989
decision_type=2 2 2 2 2 2
left_child=1 2 -1 4 -4 -6
right_child=-2 -3 3 -5 5 -7
leaf_value=-0.00022053949575283403 -0.0002863817945521483 0.00036713064890020176 -0.0003052531448268929 0.00040413642184064974 -8.1611557583200411e-05 0.00032286728236463814
leaf_weight=0.0018530619396251394 0.0010055285502972569 0.001030391619945093 0.0013009124653050761 0.0010874975024455086 0.0010240270734669797 0.0010019360185711972
leaf_count=363 627 303 778 344 527 179
internal_value=0 3.45205e-05 -2.01619e-05 6.39524e-05 -4.72478e-05 0.000118423
internal_weight=0 0.00729783 0.00626743 0.00441437 0.00332688 0.00202596
internal_count=3121 2494 2191 1828 1484 706
is_linear=0
shrinkage=0.00196078


Tree=8838
num_leaves=7
num_cat=0
split_feature=43 16 0 151 16 2
split_gain=9.85858e-06 2.56365e-05 2.92831e-05 2.03453e-05 4.55775e-05 2.21664e-05
threshold=-0.24021999999999996 0.22339500000000004 -0.060129999999999996 -0.0083949999999999979 -0.078844999999999985 0.09142500000000002
decision_type=2 2 2 2 2 2
left_child=-1 2 3 -2 5 -5
right_child=1 -3 -4 4 -6 -7
leaf_value=-0.0093120846287837924 -0.010658519589789367 -0.012748265915393679 0.018990845611679307 0.0035181361728006491 -0.0096175985684636839 0.024272719562809013
leaf_weight=0.0010017726316083513 0.0011963995349409521 0.0010880074498932375 0.0010608679329853687 0.0010287308356858051 0.0013742253135769302 0.0010296599657612401
leaf_count=166 453 414 310 694 794 290
internal_value=0 0.00131602 0.00400536 0.000571022 0.00448495 0.0139001
internal_weight=0 0.00677789 0.00568988 0.00462902 0.00343262 0.00205839
internal_count=3121 2955 2541 2231 1778 984
is_linear=0
shrinkage=0.1


Tree=8839
num_leaves=7
num_cat=0
split_feature=50 16 160 52 52 1
split_gain=3.75536e-05 3.72263e-05 6.71153e-05 4.60508e-05 3.48515e-05 2.48134e-05
threshold=0.079410000000000008 -0.014034999999999997 -0.054789999999999998 0.0046550000000000003 0.091275000000000009 0.10612500000000001
decision_type=2 2 2 2 2 2
left_child=1 3 -3 5 -4 -1
right_child=-2 2 4 -5 -6 -7
leaf_value=0.00020802539514599289 -0.00035900586144136623 0.00061397582714561904 -0.00016513879589826182 -0.00044678727497839214 0.00030182271829591524 -0.00015245304885661611
leaf_weight=0.0015501939159075411 0.0010065529210707197 0.0010212930979393462 0.0015518939868491843 0.0010162192582062455 0.0010173160624056951 0.0013946442500396997
leaf_count=365 609 372 672 808 58 237
internal_value=0 4.41827e-05 0.000188781 -8.68889e-05 1.97614e-05 3.73066e-05
internal_weight=0 0.00755156 0.0035905 0.00396106 0.00256921 0.00294484
internal_count=3121 2512 1102 1410 730 602
is_linear=0
shrinkage=0.00196078


Tree=8840
num_leaves=5
num_cat=0
split_feature=15 48 0 4
split_gain=1.10416e-05 2.06443e-05 2.28921e-05 3.20117e-05
threshold=-0.11713499999999999 0.092475000000000016 -0.10011499999999998 -0.082109999999999975
decision_type=2 2 2 2
left_child=-1 2 -2 -4
right_child=1 -3 3 -5
leaf_value=-0.0080224047505290438 0.007862204670814079 0.014847987594485364 0.0032678485058081903 -0.016224351544306979
leaf_weight=0.0014196740987410797 0.0019591725360123217 0.0010094750030388349 0.0018281233789505514 0.001562769430512084
leaf_count=484 362 224 639 1412
internal_value=0 0.00173145 -0.000743444 -0.00571557
internal_weight=0 0.00635954 0.00535007 0.00339089
internal_count=3121 2637 2413 2051
is_linear=0
shrinkage=0.1


Tree=8841
num_leaves=7
num_cat=0
split_feature=16 160 43 16 48 3
split_gain=1.05709e-05 4.39859e-05 3.83893e-05 2.78951e-05 2.22024e-05 2.0185e-05
threshold=-0.014034999999999997 -0.013324999999999998 -0.072864999999999985 -0.083134999999999987 0.085845000000000019 -0.078724999999999976
decision_type=2 2 2 2 2 2
left_child=3 -2 -3 4 5 -1
right_child=1 2 -4 -5 -6 -7
leaf_value=0.017472385732947269 0.021603504895808284 0.0096356707815368897 -0.015520786027708908 -0.016918696800258703 -0.0098615082513586923 -0.0022346358950830801
leaf_weight=0.0010316857932818669 0.0010124878956530602 0.0011881149535124991 0.0012394162461847689 0.0011201337265251349 0.0011317556627113284 0.0010473934174684992
leaf_count=545 448 405 365 798 214 346
internal_value=0 0.00409441 -0.00320837 -0.00333102 0.00140918 0.00754443
internal_weight=0 0.00344002 0.00242753 0.00433097 0.00321083 0.00207908
internal_count=3121 1218 770 1903 1105 891
is_linear=0
shrinkage=0.1


Tree=8842
num_leaves=5
num_cat=0
split_feature=15 42 15 16
split_gain=1.16385e-05 2.76025e-05 3.93062e-05 2.64407e-05
threshold=0.035560000000000008 0.075730000000000006 -0.037864999999999989 -0.095564999999999983
decision_type=2 2 2 2
left_child=1 2 3 -1
right_child=-2 -3 -4 -5
leaf_value=0.010177743996408108 -0.007087841044867144 -0.0094054266097729124 0.016811831269735858 -0.010826916971674046
leaf_weight=0.0010156438143094485 0.0017991610530616944 0.0015465215908347218 0.0019322267651173354 0.0014619287578334556
leaf_count=276 1180 923 326 416
internal_value=0 0.00208977 0.00612115 -0.00221637
internal_weight=0 0.00595632 0.0044098 0.00247757
internal_count=3121 1941 1018 692
is_linear=0
shrinkage=0.1


Tree=8843
num_leaves=7
num_cat=0
split_feature=52 160 4 133 52 4
split_gain=1.00456e-05 4.99948e-05 2.3671e-05 2.28709e-05 7.19423e-05 5.48302e-05
threshold=-0.057699999999999994 -1.0000000180025095e-35 0.0052350000000000009 0.090665000000000009 0.077655000000000016 0.24564500000000003
decision_type=2 2 2 2 2 2
left_child=2 -2 -1 4 5 -3
right_child=1 3 -4 -5 -6 -7
leaf_value=-0.0043939230200236712 -0.022546972594092676 -0.019606873115333046 0.015815804865765649 -0.011107052341829755 0.025566129102575094 0.01200259519797383
leaf_weight=0.0011870456134586759 0.0010029899360502904 0.0011647918124100694 0.0011324603303078391 0.0010018301417776504 0.0012187802302542692 0.0010376095113551133
leaf_count=712 753 364 214 357 491 230
internal_value=0 -0.00238964 0.00547314 0.00218136 0.00607263 -0.00471482
internal_weight=0 0.005426 0.00231951 0.00442301 0.00342118 0.0022024
internal_count=3121 2195 926 1442 1085 594
is_linear=0
shrinkage=0.1


Tree=8844
num_leaves=7
num_cat=0
split_feature=50 16 160 13 16 4
split_gain=2.44007e-05 3.67145e-05 6.13698e-05 3.56534e-05 3.1977e-05 3.26291e-05
threshold=1.0000000180025095e-35 -0.014034999999999997 -0.054789999999999998 -0.061684999999999997 -0.48836499999999994 0.033845000000000007
decision_type=2 2 2 2 2 2
left_child=1 4 -3 -4 -1 -6
right_child=-2 2 3 -5 5 -7
leaf_value=0.00014898479726720073 -0.00029184477147394184 0.0005801880654788755 0.00027434277074151988 -0.00019503037143014471 -3.7963531629062437e-05 -0.00048253276658143926
leaf_weight=0.0013149548611099638 0.0010252526902180719 0.0010235744868694859 0.0011092156915280553 0.0014170669716030506 0.0014988566445137378 0.0011009445715483026
leaf_count=274 627 372 324 395 860 269
internal_value=0 3.07537e-05 0.000175162 1.10574e-05 -0.000100194 -0.000226226
internal_weight=0 0.00746461 0.00354986 0.00252628 0.00391476 0.0025998
internal_count=3121 2494 1091 719 1403 1129
is_linear=0
shrinkage=0.00196078


Tree=8845
num_leaves=7
num_cat=0
split_feature=12 52 1 3 52 1
split_gain=2.89912e-05 3.41592e-05 4.21156e-05 7.53556e-05 5.26636e-05 2.89025e-05
threshold=-0.010834999999999999 0.11434500000000002 0.11181500000000001 0.090900000000000009 -0.0027449999999999996 0.077565000000000009
decision_type=2 2 2 2 2 2
left_child=-1 2 3 4 -2 -6
right_child=1 -3 -4 -5 5 -7
leaf_value=0.0002783452065161431 -0.00042855747979770166 -0.00036930255056775519 -0.00028427666099870404 0.00049537712530814079 -0.00010502880992640047 0.00033409345485459576
leaf_weight=0.001198433497941514 0.001026942986589049 0.0010986814584552362 0.0014600084127109093 0.0013130538758057151 0.0012039992910229261 0.0011052895044646543
leaf_count=421 816 442 241 140 735 326
internal_value=0 -5.10024e-05 6.23997e-06 9.74705e-05 -5.91352e-05 0.000105147
internal_weight=0 0.00720798 0.00610929 0.00464929 0.00333623 0.00230929
internal_count=3121 2700 2258 2017 1877 1061
is_linear=0
shrinkage=0.00196078


Tree=8846
num_leaves=7
num_cat=0
split_feature=4 12 0 2 151 16
split_gain=1.89517e-05 4.2125e-05 5.69781e-05 2.96689e-05 2.67137e-05 3.50779e-05
threshold=-0.46376499999999993 0.092355000000000007 -0.062294999999999996 0.088225000000000012 -0.0017399999999999998 -0.083134999999999987
decision_type=2 2 2 2 2 2
left_child=-1 2 3 -2 -5 -6
right_child=1 -3 -4 4 5 -7
leaf_value=-0.00025666350191483274 -0.00022890517657848451 -0.00025145924903206764 0.00048490419594913184 -0.00015296471397050772 0.00046185624580628311 -3.6217097689000602e-05
leaf_weight=0.0010157268558782032 0.0014178740795984376 0.0016136454236356018 0.0012118830681527634 0.0010035836032450136 0.0011850172494721099 0.0010044173596586417
leaf_count=183 1080 863 222 248 239 286
internal_value=0 2.88768e-05 0.000106565 7.12637e-06 0.000111937 0.000233362
internal_weight=0 0.00743642 0.00582278 0.00461089 0.00319302 0.00218943
internal_count=3121 2938 2075 1853 773 525
is_linear=0
shrinkage=0.00196078


Tree=8847
num_leaves=7
num_cat=0
split_feature=457 1 42 160 13 4
split_gain=2.33191e-05 3.08872e-05 3.55238e-05 4.04244e-05 3.99758e-05 3.33429e-05
threshold=0.045365000000000009 0.12500000000000003 0.088915000000000008 -0.074254999999999988 -0.077799999999999994 0.053180000000000012
decision_type=2 2 2 2 2 2
left_child=1 2 3 -1 -5 -6
right_child=-2 -3 -4 4 5 -7
leaf_value=0.00031942586821198448 0.00026794940423177822 0.00026479281641659158 -0.00037287296979628262 0.00014672055699924217 -0.00048261666062283308 -1.7446581709032647e-05
leaf_weight=0.0010614660356679613 0.0010380117612542325 0.0010523757636755459 0.0014049822394808995 0.001423727070726973 0.0012870095668645104 0.0010977460976383244
leaf_count=436 289 261 783 389 792 171
internal_value=0 -4.60678e-05 -9.82026e-05 -1.896e-05 -0.000113272 -0.00026849
internal_weight=0 0.00732731 0.00627493 0.00486995 0.00380848 0.00238476
internal_count=3121 2832 2571 1788 1352 963
is_linear=0
shrinkage=0.00196078


Tree=8848
num_leaves=7
num_cat=0
split_feature=484 12 1 15 12 0
split_gain=2.89463e-05 3.16208e-05 3.25784e-05 3.5804e-05 4.06553e-05 2.33749e-05
threshold=0.064170000000000019 0.10388500000000002 0.12337000000000002 0.088235000000000022 0.084100000000000022 -0.10224499999999999
decision_type=2 2 2 2 2 2
left_child=1 2 3 4 5 -1
right_child=-2 -3 -4 -5 -6 -7
leaf_value=-0.00013606247331878678 0.0003097341853287661 -0.00036005572048150824 0.00032721520770673815 0.00024930327187590691 -0.00041227203523412376 0.00023296982253107133
leaf_weight=0.0018467299945989536 0.0010019627518182772 0.0010535060318418244 0.0010235307299461278 0.0011730135054284843 0.0013939366046316921 0.0010268281914430129
leaf_count=261 406 322 195 539 1052 346
internal_value=0 -4.50548e-05 6.28387e-06 -5.40934e-05 -0.000137489 -4.19364e-06
internal_weight=0 0.00751755 0.00646404 0.00544051 0.00426749 0.00287356
internal_count=3121 2715 2393 2198 1659 607
is_linear=0
shrinkage=0.00196078


Tree=8849
num_leaves=6
num_cat=0
split_feature=15 15 52 52 13
split_gain=9.12533e-06 1.86477e-05 4.33301e-05 3.53606e-05 2.88909e-05
threshold=-0.11713499999999999 -0.031204999999999997 -0.0027449999999999996 0.10160000000000001 -0.0034749999999999994
decision_type=2 2 2 2 2
left_child=-1 2 -2 4 -3
right_child=1 3 -4 -5 -6
leaf_value=-0.0072985113540002386 -0.0055971628566908807 0.012340424121323704 0.022583290217146269 -0.018506513771996604 -0.006795640354028543
leaf_weight=0.0014207489945992358 0.0010498037974307124 0.0015971122958025499 0.0011361028733888928 0.0010229699431464007 0.0015591905795089311
leaf_count=484 525 916 386 340 470
internal_value=0 0.0015652 0.00904934 -0.00234928 0.00288735
internal_weight=0 0.00636518 0.00218591 0.00417927 0.0031563
internal_count=3121 2637 911 1726 1386
is_linear=0
shrinkage=0.1


Tree=8850
num_leaves=6
num_cat=0
split_feature=484 12 16 52 16
split_gain=2.2272e-05 2.41559e-05 3.74677e-05 7.81098e-05 3.45765e-05
threshold=0.044540000000000003 0.10388500000000002 -0.36241499999999999 0.095415000000000014 -0.056919999999999991
decision_type=2 2 2 2 2
left_child=1 2 -1 4 -4
right_child=-2 -3 3 -5 -6
leaf_value=-0.00026278065187863609 0.00026887072839871156 -0.00032518530936891511 0.00013820057280512687 0.00057281573839562509 -0.00024031855987795991
leaf_weight=0.0015465562006267437 0.0010008929732214372 0.0010057595685647727 0.0019442054964721681 0.0010084593880728297 0.0017747971699456772
leaf_count=307 435 321 874 352 832
internal_value=0 -4.30821e-05 2.14057e-06 8.88077e-05 -4.24378e-05
internal_weight=0 0.00727978 0.00627402 0.00472746 0.003719
internal_count=3121 2686 2365 2058 1706
is_linear=0
shrinkage=0.00196078


Tree=8851
num_leaves=5
num_cat=0
split_feature=42 43 13 4
split_gain=9.21778e-06 1.85543e-05 2.14793e-05 2.33745e-05
threshold=-1.0000000180025095e-35 -0.052894999999999991 -0.095304999999999987 0.0061450000000000003
decision_type=2 2 2 2
left_child=-1 -2 -3 -4
right_child=1 2 3 -5
leaf_value=-0.0076253751915245265 0.01006528203792563 0.0076392257521515645 -0.01684585615863143 0.00082986044184638118
leaf_weight=0.0013315717926517881 0.0018208197310629302 0.0015742704510631226 0.0013084347378351706 0.001747153320593296
leaf_count=862 1041 312 675 231
internal_value=0 0.00151325 -0.00185008 -0.00673907
internal_weight=0 0.00645068 0.00462986 0.00305559
internal_count=3121 2259 1218 906
is_linear=0
shrinkage=0.1


Tree=8852
num_leaves=7
num_cat=0
split_feature=52 160 52 133 52 4
split_gain=9.90792e-06 3.95539e-05 2.35571e-05 1.72507e-05 6.10931e-05 4.48996e-05
threshold=-0.057699999999999994 -1.0000000180025095e-35 -0.12005499999999998 0.090665000000000009 0.077655000000000016 0.24564500000000003
decision_type=2 2 2 2 2 2
left_child=2 -2 -1 4 5 -3
right_child=1 3 -4 -5 -6 -7
leaf_value=-0.0058007411369847446 -0.020295620219151208 -0.018297403379316353 0.014415593741447014 -0.0098131026291779465 0.02307337623995551 0.010240893241658413
leaf_weight=0.0010397551148353863 0.0010050713230663633 0.0011687471938588983 0.0012933804575330963 0.0010097418382952325 0.0012151223322671746 0.0010435316619772804
leaf_count=537 753 364 389 357 491 230
internal_value=0 -0.00238297 0.00540624 0.00167449 0.00505883 -0.00483589
internal_weight=0 0.00544221 0.00233314 0.00443714 0.0034274 0.00221228
internal_count=3121 2195 926 1442 1085 594
is_linear=0
shrinkage=0.1


Tree=8853
num_leaves=6
num_cat=0
split_feature=12 52 1 3 3
split_gain=9.8036e-06 2.18094e-05 3.5404e-05 6.4216e-05 3.81652e-05
threshold=-0.010834999999999999 0.11434500000000002 0.11181500000000001 0.090900000000000009 -0.080934999999999993
decision_type=2 2 2 2 2
left_child=-1 2 3 4 -2
right_child=1 -3 -4 -5 -6
leaf_value=0.0087048759018128422 0.0071589370807513672 -0.0149764081773554 -0.013194915653938634 0.024881375382495612 -0.015399737833961794
leaf_weight=0.0010999297698318618 0.0017906599056095158 0.0010155694194933125 0.0013480788843632484 0.0012120484922235105 0.0012904179023958515
leaf_count=421 1299 442 241 140 578
internal_value=0 -0.00148613 0.000942488 0.00538176 -0.00228909
internal_weight=0 0.00665677 0.00564121 0.00429313 0.00308108
internal_count=3121 2700 2258 2017 1877
is_linear=0
shrinkage=0.1


Tree=8854
num_leaves=6
num_cat=0
split_feature=1 42 49 0 16
split_gain=1.02177e-05 2.24737e-05 2.27932e-05 2.8263e-05 9.72588e-06
threshold=0.12500000000000003 0.091545000000000015 -0.006494999999999999 -0.083914999999999976 -0.090344999999999995
decision_type=2 2 2 2 2
left_child=1 2 -1 4 -4
right_child=-2 -3 3 -5 -6
leaf_value=-0.0089751943882913129 0.0091620721875679753 -0.01509172635858487 0.0065453382607474162 -0.0035064387164352147 0.020300406525035963
leaf_weight=0.0016332431823265787 0.0010446168214736712 0.0010258448410941862 0.0010575492707680005 0.0019791179653104131 0.0010002381657894183
leaf_count=483 279 601 371 886 501
internal_value=0 -0.00147145 0.00099273 0.00502553 0.0132313
internal_weight=0 0.00669599 0.00567015 0.00403691 0.00205779
internal_count=3121 2842 2241 1758 872
is_linear=0
shrinkage=0.1


Tree=8855
num_leaves=6
num_cat=0
split_feature=15 151 47 16 0
split_gain=9.07295e-06 1.78232e-05 2.94364e-05 2.96613e-05 4.4485e-05
threshold=-0.11713499999999999 -0.024429999999999997 0.085270000000000026 -0.092484999999999984 -0.055064999999999996
decision_type=2 2 2 2 2
left_child=-1 -2 3 -3 -5
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leaf_value=-0.0072736723163796925 0.013349978493446022 -0.018633044331576032 0.012623428149112296 0.012221534595934605 -0.012744106795134416
leaf_weight=0.0014139192684519885 0.0010701134246194743 0.0011393650962124593 0.0012443323686462315 0.0015128031407611248 0.0013511979484666003
leaf_count=484 447 355 210 1335 290
internal_value=0 0.00158803 -0.000810476 -0.00498602 0.000443074
internal_weight=0 0.00631781 0.0052477 0.00400337 0.002864
internal_count=3121 2637 2190 1980 1625
is_linear=0
shrinkage=0.1


Tree=8856
num_leaves=6
num_cat=0
split_feature=16 52 0 0 2
split_gain=2.43351e-05 4.23516e-05 4.73469e-05 2.69409e-05 7.15407e-05
threshold=0.38525000000000004 0.10160000000000001 -0.077999999999999986 -0.10607499999999999 0.11215000000000001
decision_type=2 2 2 2 2
left_child=1 2 3 4 -1
right_child=-2 -3 -4 -5 -6
leaf_value=0.00024342592059432895 0.00025370006060453597 -0.00036159519249908615 0.00029445965526422987 -0.00033415428895156013 -0.00038488934499686394
leaf_weight=0.0018819287691868736 0.0011927147481995319 0.0013525575794998664 0.0017439637945969666 0.001228103185475646 0.001106281362178572
leaf_count=297 311 591 575 1197 150
internal_value=0 -4.83551e-05 2.2728e-05 -8.96664e-05 1.08139e-05
internal_weight=0 0.00731283 0.00596028 0.00421631 0.00298821
internal_count=3121 2810 2219 1644 447
is_linear=0
shrinkage=0.00196078


Tree=8857
num_leaves=7
num_cat=0
split_feature=50 160 49 16 2 3
split_gain=3.88798e-05 4.79194e-05 4.74979e-05 5.45351e-05 6.17185e-05 4.05547e-05
threshold=0.079410000000000008 -0.027994999999999996 -0.081404999999999991 0.38525000000000004 0.10097500000000002 -0.059315
decision_type=2 2 2 2 2 2
left_child=1 -1 -3 4 5 -4
right_child=-2 2 3 -5 -6 -7
leaf_value=0.00035125401047870526 -0.0003679440794266219 0.00034184511942976704 -0.00026635885428318593 0.00028158868277071132 -0.00051443603386828801 0.00022570254163362084
leaf_weight=0.0015154117112531661 0.0010252856072992282 0.001059474400166723 0.0013165306093934944 0.0010715670977564885 0.0016162585881215673 0.0012605432001082651
leaf_count=625 609 172 894 271 353 197
internal_value=0 3.80863e-05 -3.69532e-05 -0.00011318 -0.00021406 -2.56732e-05
internal_weight=0 0.00783979 0.00632437 0.0052649 0.00419333 0.00257707
internal_count=3121 2512 1887 1715 1444 1091
is_linear=0
shrinkage=0.00196078


Tree=8858
num_leaves=7
num_cat=0
split_feature=0 3 48 1 4 4
split_gain=9.34485e-06 1.51024e-05 2.76322e-05 2.06565e-05 3.10189e-05 1.02331e-05
threshold=0.13134000000000004 0.12178000000000001 0.092475000000000016 0.11146500000000002 -1.0000000180025095e-35 -0.078809999999999977
decision_type=2 2 2 2 2 2
left_child=1 2 3 4 5 -1
right_child=-2 -3 -4 -5 -6 -7
leaf_value=-0.0054013425846430266 0.0089786385082179527 -0.012061042380688308 0.015537986244659234 0.0091741328289893353 -0.017530439418721285 0.0087895904187926047
leaf_weight=0.0010314558319020645 0.0010001952999125242 0.0011065431538472637 0.0010285342604796121 0.0011285025515450457 0.0014562421054234854 0.0010015543345382298
leaf_count=821 84 204 287 276 521 928
internal_value=0 -0.00137842 0.000715129 -0.00258644 -0.00639007 0.00158976
internal_weight=0 0.00675283 0.00564629 0.00461775 0.00348925 0.00203301
internal_count=3121 3037 2833 2546 2270 1749
is_linear=0
shrinkage=0.1


Tree=8859
num_leaves=6
num_cat=0
split_feature=2 49 43 1 15
split_gain=9.23549e-06 2.386e-05 3.19325e-05 5.41125e-05 2.1492e-05
threshold=0.089775000000000008 -0.043469999999999995 0.05259500000000001 0.10508500000000001 -0.055554999999999993
decision_type=2 2 2 2 2
left_child=4 -2 3 -3 -1
right_child=1 2 -4 -5 -6
leaf_value=-0.015545128249815058 0.015109099839946611 -0.024459264849284956 0.013467805538756972 0.0054162199536903332 0.0019157148147136765
leaf_weight=0.0010937414197967009 0.0011725749811272589 0.0010702528295559281 0.0010241608112837156 0.0013984722986040629 0.0019829966133431309
leaf_count=522 246 695 234 264 1160
internal_value=0 0.00276641 -0.00137707 -0.00753553 -0.00429139
internal_weight=0 0.00466546 0.00349289 0.00246873 0.00307674
internal_count=3121 1439 1193 959 1682
is_linear=0
shrinkage=0.1


Tree=8860
num_leaves=8
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split_feature=457 160 1 1 1 13 15
split_gain=2.06532e-05 4.71888e-05 3.47947e-05 4.51738e-05 4.75107e-05 4.71713e-05 1.30398e-05
threshold=0.045365000000000009 1.0000000180025095e-35 0.12408500000000001 0.092695000000000013 0.077565000000000009 -0.017449999999999997 -0.11345499999999999
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 4 5 -1 -5
right_child=-2 -3 -4 6 -6 -7 -8
leaf_value=-0.00033469019500008949 0.00025959798494632874 -0.00042923816545751046 0.00034985094027640244 -0.00010897001987216881 0.0004472453426793308 0.00024353575676203961 -0.00042142233897428009
leaf_weight=0.0011401587748957282 0.0010377307374456303 0.001011420060904638 0.0010664007331427118 0.0010232481351300196 0.0010564506289212077 0.0010346721406070253 0.0010308822325885226
leaf_count=767 289 402 248 130 375 524 386
internal_value=0 -3.5871e-05 2.67661e-05 -3.84204e-05 0.00010611 -5.96002e-05 -0.000265777
internal_weight=0 0.00736323 0.00635181 0.00528541 0.00323128 0.00217483 0.00205413
internal_count=3121 2832 2430 2182 1666 1291 516
is_linear=0
shrinkage=0.00196078


Tree=8861
num_leaves=7
num_cat=0
split_feature=4 0 13 43 2 48
split_gain=2.32081e-05 4.66217e-05 2.5744e-05 4.04482e-05 3.36953e-05 3.21315e-05
threshold=-0.46376499999999993 -0.019414999999999998 1.0000000180025095e-35 -0.052894999999999991 0.089885000000000007 0.092150000000000024
decision_type=2 2 2 2 2 2
left_child=-1 2 3 -2 -5 -6
right_child=1 -3 -4 4 5 -7
leaf_value=-0.00028356835740001447 0.00031285177741952215 0.00042631185774557879 -0.00030796962827395674 -0.00033524313664100124 0.00024731860452091342 -0.00019397780686617255
leaf_weight=0.0010106697025889875 0.0013992042586479414 0.0010021723657237082 0.0010581255601647358 0.0012875498673154268 0.0014424895434694031 0.001132289165283074
leaf_count=183 1005 196 452 723 424 138
internal_value=0 3.34048e-05 -2.89025e-05 2.72196e-05 -7.62563e-05 5.32533e-05
internal_weight=0 0.00732183 0.00631966 0.00526153 0.00386233 0.00257478
internal_count=3121 2938 2742 2290 1285 562
is_linear=0
shrinkage=0.00196078


Tree=8862
num_leaves=6
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split_feature=12 1 0 52 52
split_gain=8.4104e-06 2.14487e-05 4.81203e-05 2.50123e-05 3.69851e-05
threshold=-0.010834999999999999 0.09253500000000002 -0.10607499999999999 0.090245000000000006 -0.0064899999999999992
decision_type=2 2 2 2 2
left_child=-1 3 -3 4 -2
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leaf_value=0.0080620101685020592 -0.004219147722648974 0.0034348082356747607 -0.022611950171975093 -0.0076523846756943728 0.020426495796798148
leaf_weight=0.001100013690297658 0.001093443316625033 0.0016357148421105316 0.0012523226322404687 0.0012958712601901 0.0013740775912271818
leaf_count=421 709 202 485 534 770
internal_value=0 -0.00137736 -0.00785969 0.0035972 0.00950516
internal_weight=0 0.00665143 0.00288804 0.00376339 0.00246752
internal_count=3121 2700 687 2013 1479
is_linear=0
shrinkage=0.1


Tree=8863
num_leaves=7
num_cat=0
split_feature=50 160 13 3 13 1
split_gain=4.17739e-05 3.00111e-05 2.64084e-05 5.73908e-05 3.78473e-05 2.57424e-05
threshold=0.079410000000000008 -0.081639999999999976 -0.074044999999999986 0.097915000000000016 0.086705000000000018 0.077845000000000011
decision_type=2 2 2 2 2 2
left_child=1 -1 5 4 -4 -3
right_child=-2 2 3 -5 -6 -7
leaf_value=0.00034705961668713006 -0.00037815949992488007 -2.1963355437390474e-05 -0.00012244560341273758 -0.00047286758426152655 0.00033131054614890396 0.00039514222895013594
leaf_weight=0.0010581319999038675 0.0010408515112185308 0.0013063662931157211 0.0019854807325365206 0.0011582478622467612 0.0010973024960222967 0.0010076845926679586
leaf_count=441 609 446 943 113 244 325
internal_value=0 4.06475e-05 -8.81405e-06 -0.000100745 3.90668e-05 0.000159671
internal_weight=0 0.00761321 0.00655508 0.00424103 0.00308278 0.00231405
internal_count=3121 2512 2071 1300 1187 771
is_linear=0
shrinkage=0.00196078


Tree=8864
num_leaves=7
num_cat=0
split_feature=484 49 52 2 42 2
split_gain=1.85466e-05 2.35037e-05 4.48392e-05 5.65653e-05 5.32336e-05 3.06324e-05
threshold=0.0038100000000000005 -0.081404999999999991 0.10347000000000002 0.10613000000000002 0.084050000000000014 0.088225000000000012
decision_type=2 2 2 2 2 2
left_child=1 -1 3 4 5 -3
right_child=-2 2 -4 -5 -6 -7
leaf_value=0.00022848374047195811 0.00024476156412156828 -7.0361218323571501e-05 0.00025498639273009347 -0.00048302869562853279 -0.00040406458760101384 0.00036993389669528895
leaf_weight=0.0010708965510825225 0.0010020993594066106 0.0013552630211904138 0.0011962432016796891 0.0015212781865362483 0.0010299562588964055 0.0011010763087159776
leaf_count=213 460 587 398 453 680 330
internal_value=0 -3.97698e-05 -8.60755e-05 -0.000167551 -2.98888e-05 0.000127005
internal_weight=0 0.00727471 0.00620382 0.00500757 0.0034863 0.00245634
internal_count=3121 2661 2448 2050 1597 917
is_linear=0
shrinkage=0.00196078


Tree=8865
num_leaves=7
num_cat=0
split_feature=4 0 13 49 43 3
split_gain=2.95365e-05 4.89997e-05 3.10812e-05 4.24307e-05 6.23669e-05 6.45633e-05
threshold=-0.46376499999999993 -0.019414999999999998 1.0000000180025095e-35 1.0000000180025095e-35 -0.063379999999999978 0.090900000000000009
decision_type=2 2 2 2 2 2
left_child=-1 2 3 4 -2 -6
right_child=1 -3 -4 -5 5 -7
leaf_value=-0.00031312315666490702 0.00049960642240578297 0.00043511448878612752 -0.00032849386763165024 -0.0003221699673935409 -0.00028735817683766147 0.00027447024298316036
leaf_weight=0.0010455904392900981 0.0012071172166571048 0.0010334409554222665 0.0010787477394455808 0.0010285872962934942 0.0016800171885124704 0.0014784103457575733
leaf_count=183 673 196 452 533 883 201
internal_value=0 3.86367e-05 -2.46637e-05 3.60978e-05 0.000120511 -2.43751e-05
internal_weight=0 0.00750632 0.00647288 0.00539413 0.00436554 0.00315843
internal_count=3121 2938 2742 2290 1757 1084
is_linear=0
shrinkage=0.00196078


Tree=8866
num_leaves=6
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split_feature=42 43 16 16 48
split_gain=9.27768e-06 1.84948e-05 2.05478e-05 2.51305e-05 3.1464e-05
threshold=-1.0000000180025095e-35 -0.052894999999999991 0.064860000000000015 -0.074319999999999983 0.085325000000000012
decision_type=2 2 2 2 2
left_child=-1 -2 3 4 -3
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leaf_value=-0.0076400604941359767 0.010071027355516892 0.006405767913443986 -0.013912098660356149 0.01260724845278177 -0.017565304456363656
leaf_weight=0.0013337899172234892 0.0018172341613699105 0.0011777127047119551 0.0010799165337917909 0.0013457921718628145 0.0010233862440999068
leaf_count=862 1041 472 225 388 133
internal_value=0 0.00152269 -0.00183477 0.0018424 -0.00473942
internal_weight=0 0.00644404 0.00462681 0.00354689 0.0022011
internal_count=3121 2259 1218 993 605
is_linear=0
shrinkage=0.1


Tree=8867
num_leaves=6
num_cat=0
split_feature=0 1 15 3 2
split_gain=9.98693e-06 1.6883e-05 2.51517e-05 4.571e-05 3.44789e-05
threshold=0.13134000000000004 0.077565000000000009 1.0000000180025095e-35 0.10893000000000001 1.0000000180025095e-35
decision_type=2 2 2 2 2
left_child=1 -1 3 4 -3
right_child=-2 2 -4 -5 -6
leaf_value=-0.010508984287609199 0.0092589875689165248 -0.00049007021460585251 -0.012653400423062103 -0.011389227310641931 0.021328733739754958
leaf_weight=0.0015710514546341033 0.0010046892843986986 0.0013092202239148273 0.0010318133853293348 0.0012301199687145292 0.0016209713152375343
leaf_count=1575 84 381 433 204 444
internal_value=0 -0.00142604 0.00132231 0.00478847 0.01158
internal_weight=0 0.00676318 0.00519212 0.00416031 0.00293019
internal_count=3121 3037 1462 1029 825
is_linear=0
shrinkage=0.1


Tree=8868
num_leaves=7
num_cat=0
split_feature=50 16 160 52 15 0
split_gain=1.6181e-05 2.65282e-05 4.73929e-05 3.71588e-05 2.86205e-05 5.79624e-05
threshold=1.0000000180025095e-35 -0.014034999999999997 -0.054789999999999998 0.09086000000000001 -0.10653 -0.10224499999999999
decision_type=2 2 2 2 2 2
left_child=1 4 -3 -4 -1 -6
right_child=-2 2 3 -5 5 -7
leaf_value=0.00016417249407975302 -0.00023886145655296789 0.0005068858526014185 -0.00019440009558616939 0.00029074804202155162 -0.00047126901012672993 0.0001086557173295971
leaf_weight=0.0012037857351920771 0.001012594868382859 0.0010114612049840831 0.0014829784617663671 0.0010275489488288294 0.0014174701151028249 0.0012442709610963752
leaf_count=338 627 372 657 62 224 841
internal_value=0 2.54454e-05 0.000148542 4.16912e-06 -8.67111e-05 -0.000200174
internal_weight=0 0.00738752 0.00352199 0.00251053 0.00386553 0.00266174
internal_count=3121 2494 1091 719 1403 1065
is_linear=0
shrinkage=0.00196078


Tree=8869
num_leaves=7
num_cat=0
split_feature=457 1 42 160 0 16
split_gain=1.70218e-05 3.75899e-05 3.43851e-05 3.79748e-05 3.69019e-05 5.93255e-05
threshold=0.045365000000000009 0.12408500000000001 0.088915000000000008 -0.074254999999999988 -0.11173999999999999 -0.056919999999999991
decision_type=2 2 2 2 2 2
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leaf_count=435 289 271 778 214 654 480
internal_value=0 -4.04489e-05 -0.000101509 -2.22682e-05 -0.000115683 1.9179e-05
internal_weight=0 0.00725379 0.00611034 0.00473587 0.00369107 0.00250552
internal_count=3121 2832 2561 1783 1348 1134
is_linear=0
shrinkage=0.00196078


Tree=8870
num_leaves=7
num_cat=0
split_feature=13 3 12 15 0 4
split_gain=1.06273e-05 2.12782e-05 2.17486e-05 4.86484e-05 2.36325e-05 2.07213e-05
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decision_type=2 2 2 2 2 2
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leaf_count=169 206 168 1286 657 341 294
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internal_weight=0 0.0067577 0.00523007 0.00317249 0.00205759 0.0020491
internal_count=3121 2952 2784 2237 547 1580
is_linear=0
shrinkage=0.1


Tree=8871
num_leaves=7
num_cat=0
split_feature=1 42 151 16 52 4
split_gain=1.04651e-05 2.59005e-05 2.27663e-05 4.5163e-05 2.28835e-05 3.97915e-05
threshold=0.12408500000000001 0.091545000000000015 -0.0083949999999999979 -0.25582999999999995 -0.049749999999999996 -0.082109999999999975
decision_type=2 2 2 2 2 2
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internal_weight=0 0.00662844 0.00560869 0.00451579 0.00350318 0.00229619
internal_count=3121 2832 2236 1787 1627 1126
is_linear=0
shrinkage=0.1


Tree=8872
num_leaves=7
num_cat=0
split_feature=457 1 160 4 16 52
split_gain=1.81491e-05 2.73578e-05 2.80782e-05 2.69023e-05 3.46732e-05 4.13529e-05
threshold=0.045365000000000009 0.12408500000000001 -0.073679999999999982 0.25615500000000008 -0.083134999999999987 0.091275000000000009
decision_type=2 2 2 2 2 2
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right_child=-2 -3 3 -5 5 -7
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leaf_weight=0.0011553936328344136 0.0010211321041302002 0.0011302150454818244 0.0014737993516699952 0.0010574602162378346 0.0012652185292275203 0.001077476087877122
leaf_count=614 289 271 565 143 1006 233
internal_value=0 -4.24178e-05 -9.48952e-05 -0.000160044 -8.33633e-05 -0.0002316
internal_weight=0 0.00715956 0.00602935 0.00487395 0.00381649 0.00234269
internal_count=3121 2832 2561 1947 1804 1239
is_linear=0
shrinkage=0.00196078


Tree=8873
num_leaves=6
num_cat=0
split_feature=52 43 13 2 43
split_gain=9.32769e-06 2.89085e-05 3.01631e-05 4.12531e-05 5.63863e-05
threshold=0.10347000000000002 0.054355000000000007 -0.084034999999999985 0.10699500000000002 -0.016814999999999997
decision_type=2 2 2 2 2
left_child=1 2 -1 4 -4
right_child=-2 -3 3 -5 -6
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leaf_weight=0.0011969421724610744 0.0014636998420137224 0.0011150529396935314 0.0014443601388693533 0.0010010674799382688 0.0015332085663697147
leaf_count=611 583 327 767 330 503
internal_value=0 -0.00171929 0.00142725 -0.00275999 0.00314422
internal_weight=0 0.00629063 0.00517558 0.00397864 0.00297757
internal_count=3121 2538 2211 1600 1270
is_linear=0
shrinkage=0.1


Tree=8874
num_leaves=7
num_cat=0
split_feature=484 0 15 52 1 150
split_gain=1.5456e-05 2.22817e-05 3.65176e-05 6.31621e-05 0.000115385 3.38584e-05
threshold=0.044540000000000003 -0.11756999999999999 0.088235000000000022 0.096795000000000006 0.095025000000000012 1.0000000180025095e-35
decision_type=2 2 2 2 2 2
left_child=1 5 3 4 -3 -1
right_child=-2 2 -4 -5 -6 -7
leaf_value=-0.00037497679913300956 0.00022559417664133071 -0.00071789343898367823 0.00033192197402266238 0.00028068591560572131 0.00017266658342982296 9.0600301901852943e-05
leaf_weight=0.0014698273647107125 0.0010034856208620451 0.0010839778921057795 0.0012521377493447915 0.0013332676439328762 0.0011557089873818203 0.0010154198504384268
leaf_count=275 435 1028 594 227 421 141
internal_value=0 -3.39164e-05 4.37739e-05 -5.72072e-05 -0.000258352 -0.000184752
internal_weight=0 0.00731034 0.00482509 0.00357295 0.00223969 0.00248525
internal_count=3121 2686 2270 1676 1449 416
is_linear=0
shrinkage=0.00196078


Tree=8875
num_leaves=6
num_cat=0
split_feature=16 52 0 0 2
split_gain=9.63798e-06 3.19857e-05 3.77516e-05 2.25257e-05 4.10821e-05
threshold=0.38525000000000004 0.10160000000000001 -0.077999999999999986 -0.10607499999999999 0.091185000000000002
decision_type=2 2 2 2 2
left_child=1 2 3 4 -1
right_child=-2 -3 -4 -5 -6
leaf_value=0.017066441501700554 0.0086446235871103193 -0.01594666675045887 0.014917763941787288 -0.015419066792005075 -0.0082300582714567149
leaf_weight=0.0010382761563110707 0.0010962112824018646 0.0012421304958038434 0.0015689804394741075 0.0011211571739723715 0.0016820572099295801
leaf_count=158 311 591 575 1197 289
internal_value=0 -0.00147508 0.00184729 -0.00349108 0.00142492
internal_weight=0 0.0066526 0.00541047 0.00384149 0.00272033
internal_count=3121 2810 2219 1644 447
is_linear=0
shrinkage=0.1


Tree=8876
num_leaves=7
num_cat=0
split_feature=484 12 16 52 16 16
split_gain=2.68255e-05 2.54239e-05 3.73887e-05 9.3501e-05 3.78547e-05 1.46174e-05
threshold=0.064170000000000019 0.10388500000000002 -0.36241499999999999 0.096795000000000006 -0.056919999999999991 -0.088394999999999987
decision_type=2 2 2 2 2 2
left_child=1 2 -1 4 5 -4
right_child=-2 -3 3 -5 -6 -7
leaf_value=-0.00026650497234634264 0.00028998778066376032 -0.00033147391476058986 -4.1628702155808826e-05 0.00059616258559932252 -0.00026204776455901517 0.00029225501664076033
leaf_weight=0.0015890748973600806 0.0010066937942588595 0.0010655360887126082 0.0010096557839547025 0.0010575863131417444 0.0018732042424143627 0.001006856696560935
leaf_count=307 406 322 362 357 843 524
internal_value=0 -5.06242e-05 -4.84117e-06 7.92053e-05 -6.13517e-05 0.000125081
internal_weight=0 0.00760191 0.00653638 0.0049473 0.00388972 0.00201651
internal_count=3121 2715 2393 2086 1729 886
is_linear=0
shrinkage=0.00196078


Tree=8877
num_leaves=6
num_cat=0
split_feature=2 13 0 3 15
split_gain=1.06548e-05 1.80568e-05 1.80311e-05 3.59921e-05 7.65918e-06
threshold=0.099185000000000009 -0.08971999999999998 -0.10224499999999999 -0.078934999999999991 -0.069954999999999989
decision_type=2 2 2 2 2
left_child=2 -2 -1 -4 -3
right_child=1 4 3 -5 -6
leaf_value=-0.011789430993925517 0.014177152796147566 0.0048147487293458482 -0.010521047374193942 0.011923579162304878 -0.0072297310504969535
leaf_weight=0.0015868540991319726 0.0011796113870004843 0.0010453502500886659 0.001334831371280012 0.0015373125990397372 0.0010667303178919121
leaf_count=297 200 335 1337 568 384
internal_value=0 0.00426664 -0.00323428 0.00149242 -0.00126845
internal_weight=0 0.00329169 0.004459 0.00287214 0.00211208
internal_count=3121 919 2202 1905 719
is_linear=0
shrinkage=0.1


Tree=8878
num_leaves=6
num_cat=0
split_feature=51 49 42 2 1
split_gain=1.0005e-05 1.55861e-05 4.77157e-05 1.97088e-05 1.91181e-05
threshold=-0.076794999999999988 -0.043469999999999995 0.088915000000000008 0.099185000000000009 0.08844500000000001
decision_type=2 2 2 2 2
left_child=-1 -2 3 4 -3
right_child=1 2 -4 -5 -6
leaf_value=-0.0080856008638792512 0.010572569677228919 -0.011766685472449008 -0.020442266323139086 0.011510349558173736 0.0071475875982915053
leaf_weight=0.0012893978704705891 0.0014798357392884756 0.0011091369105187727 0.0010165557334023776 0.001815884256002636 0.0010312919867387479
leaf_count=537 358 932 674 374 246
internal_value=0 0.00156319 -0.00111784 0.00384748 -0.00265349
internal_weight=0 0.0064527 0.00497287 0.00395631 0.00214043
internal_count=3121 2584 2226 1552 1178
is_linear=0
shrinkage=0.1


Tree=8879
num_leaves=7
num_cat=0
split_feature=457 160 1 1 15 12
split_gain=2.32101e-05 3.55447e-05 3.7336e-05 4.3604e-05 4.26534e-05 5.50064e-05
threshold=0.045365000000000009 1.0000000180025095e-35 0.12408500000000001 0.10612500000000001 0.035560000000000008 0.085885000000000017
decision_type=2 2 2 2 2 2
left_child=1 2 3 4 5 -1
right_child=-2 -3 -4 -5 -6 -7
leaf_value=0.00045689235248310735 0.00026757694148975758 -0.00038404800216409064 0.00034250406557205049 -0.00033813904368608697 -0.00023695177321711902 -0.00012972700023482304
leaf_weight=0.0014282527538499292 0.0010625192747584465 0.0010104058654757005 0.001088345772922117 0.0015081950423574153 0.0012668248889891715 0.0010787007418847239
leaf_count=357 289 402 248 257 1014 554
internal_value=0 -4.23829e-05 1.18091e-05 -5.63303e-05 5.6295e-05 0.00020448
internal_weight=0 0.00738073 0.00637032 0.00528197 0.00377378 0.00250695
internal_count=3121 2832 2430 2182 1925 911
is_linear=0
shrinkage=0.00196078


Tree=8880
num_leaves=7
num_cat=0
split_feature=50 160 43 52 2 15
split_gain=2.87749e-05 3.0369e-05 2.7146e-05 3.63697e-05 5.27631e-05 3.27982e-05
threshold=0.079410000000000008 -0.027994999999999996 -0.15323999999999996 0.090245000000000006 0.11215000000000001 -0.055554999999999993
decision_type=2 2 2 2 2 2
left_child=1 -1 -3 4 5 -4
right_child=-2 2 3 -5 -6 -7
leaf_value=0.00030059143596497924 -0.00031330366562332086 0.0002559656823544571 -6.8772011217303723e-05 -0.00039362500873174416 -0.00037516501912971474 0.00035779413024775777
leaf_weight=0.0014044363696814523 0.0010002280147593306 0.0011185051156796973 0.0013585418614707654 0.0011159964828646157 0.0010071646265780408 0.0014146126838731669
leaf_count=625 609 176 459 291 273 688
internal_value=0 4.0979e-05 -1.96394e-05 -8.25981e-05 9.22079e-06 0.000148823
internal_weight=0 0.00741926 0.00601482 0.00489632 0.00378032 0.00277315
internal_count=3121 2512 1887 1711 1420 1147
is_linear=0
shrinkage=0.00196078


Tree=8881
num_leaves=6
num_cat=0
split_feature=52 3 2 15 13
split_gain=9.18381e-06 3.02587e-05 2.54252e-05 2.67524e-05 4.09147e-05
threshold=0.10347000000000002 0.12178000000000001 0.099185000000000009 -0.055554999999999993 -0.0034749999999999994
decision_type=2 2 2 2 2
left_child=1 2 3 -1 -5
right_child=-2 -3 -4 4 -6
leaf_value=-0.014266194642251899 0.0070870243342091993 -0.016954202884757675 0.012633662325812593 0.015180611280826622 -0.010979156663122758
leaf_weight=0.0013357102483797893 0.0014655616526870622 0.0010779643061108214 0.0014626667235695633 0.0013244452732293162 0.0010898556399619706
leaf_count=560 583 171 574 881 352
internal_value=0 -0.00170293 0.00145099 -0.00291074 0.00337166
internal_weight=0 0.00629064 0.00521268 0.00375001 0.0024143
internal_count=3121 2538 2367 1793 1233
is_linear=0
shrinkage=0.1


Tree=8882
num_leaves=7
num_cat=0
split_feature=16 4 16 16 48 3
split_gain=2.22564e-05 4.46728e-05 3.49024e-05 4.54383e-05 3.74759e-05 4.4172e-05
threshold=0.38525000000000004 -0.35136499999999998 -0.014034999999999997 -0.083134999999999987 0.085845000000000019 -0.077644999999999978
decision_type=2 2 2 2 2 2
left_child=1 -1 3 4 5 -3
right_child=-2 2 -4 -5 -6 -7
leaf_value=-0.00042117368365225487 0.00024773718396953285 0.00046832910297505575 0.00026444621267055906 -0.00041068510736697776 -0.00023349125412289813 -8.5265346446915648e-05
leaf_weight=0.0010228111992044387 0.0011915308520922202 0.0011253322437320828 0.0016598077490454794 0.0011196637299462648 0.0012083582486114423 0.0010917561474429369
leaf_count=142 311 564 784 782 213 325
internal_value=0 -4.14909e-05 2.10956e-05 -6.77725e-05 4.43142e-05 0.000195724
internal_weight=0 0.00722773 0.00620492 0.00454511 0.00342545 0.00221709
internal_count=3121 2810 2668 1884 1102 889
is_linear=0
shrinkage=0.00196078


Tree=8883
num_leaves=6
num_cat=0
split_feature=3 13 3 4 2
split_gain=8.21367e-06 1.95694e-05 2.77423e-05 2.68535e-05 2.8795e-05
threshold=0.13524500000000003 -0.086919999999999983 0.086245000000000016 -0.084369999999999987 1.0000000180025095e-35
decision_type=2 2 2 2 2
left_child=1 -1 3 -3 -5
right_child=-2 2 -4 4 -6
leaf_value=-0.01237500146741926 0.0077416249128462794 -0.0066270127878961336 -0.008649900613929163 0.0017921486807518606 0.023721303703484419
leaf_weight=0.0013036385877535101 0.0011550212917836788 0.0010676406728898566 0.0018322455588150183 0.0012332201421510469 0.001163938241790846
leaf_count=530 192 480 198 532 1189
internal_value=0 -0.00139929 0.0013019 0.00656459 0.0124398
internal_weight=0 0.00660068 0.00529704 0.0034648 0.00239716
internal_count=3121 2929 2399 2201 1721
is_linear=0
shrinkage=0.1


Tree=8884
num_leaves=7
num_cat=0
split_feature=131 13 15 52 15 16
split_gain=2.64355e-05 4.00257e-05 3.37379e-05 3.72881e-05 5.48625e-05 4.02753e-05
threshold=0.077555000000000027 -0.23438999999999996 -0.11713499999999999 -0.088204999999999992 -0.03241999999999999 -0.0064149999999999997
decision_type=2 2 2 2 2 2
left_child=1 -1 -3 -4 -5 -6
right_child=-2 2 3 4 5 -7
leaf_value=0.00039397380407134709 -0.00030546716442569997 -0.00032134530343904625 -0.00026810095063019464 0.00042499836335674421 -0.00024350487051957989 0.0002535172972014113
leaf_weight=0.0010219006771995647 0.0010040724069145636 0.0011933896031939223 0.0011534018973786012 0.0015320297142999554 0.0015512188955982978 0.0010518739318274169
leaf_count=138 522 353 504 459 939 206
internal_value=0 3.33074e-05 -2.35531e-05 4.36456e-05 0.0001306 -4.26651e-05
internal_weight=0 0.00750381 0.00648191 0.00528852 0.00413512 0.00260309
internal_count=3121 2599 2461 2108 1604 1145
is_linear=0
shrinkage=0.00196078


Tree=8885
num_leaves=6
num_cat=0
split_feature=42 43 16 16 48
split_gain=9.18184e-06 1.67317e-05 2.2733e-05 2.09185e-05 3.35654e-05
threshold=-1.0000000180025095e-35 -0.052894999999999991 0.064860000000000015 -0.074319999999999983 0.085325000000000012
decision_type=2 2 2 2 2
left_child=-1 -2 3 4 -3
right_child=1 2 -4 -5 -6
leaf_value=-0.0076021508307346003 0.0096696419431784551 0.0077551855367530998 -0.014361312952077213 0.012037020917312079 -0.017045423803097825
leaf_weight=0.0013300394355303911 0.0018117510680046318 0.0011702269385362753 0.001080958581245 0.0013431881598723696 0.0010225789892967846
leaf_count=862 1041 472 225 388 133
internal_value=0 0.00152566 -0.00167014 0.00220957 -0.00381017
internal_weight=0 0.0064287 0.00461695 0.00353599 0.00219281
internal_count=3121 2259 1218 993 605
is_linear=0
shrinkage=0.1


Tree=8886
num_leaves=6
num_cat=0
split_feature=16 52 0 2 0
split_gain=9.65133e-06 3.22938e-05 3.02134e-05 2.74373e-05 4.03412e-05
threshold=0.38525000000000004 0.10160000000000001 -0.062294999999999996 0.11215000000000001 -0.10607499999999999
decision_type=2 2 2 2 2
left_child=1 2 3 4 -1
right_child=-2 -3 -4 -5 -6
leaf_value=0.013176313984430999 0.0086356666421344257 -0.016032343511817388 0.016738207008196049 -0.015270124689723616 -0.009410274180751561
leaf_weight=0.0017309648835907949 0.001101199482053874 0.0012392725847970056 0.0010903786653073044 0.0011312872698821261 0.0014558438350845545
leaf_count=297 311 591 301 221 1400
internal_value=0 -0.00147185 0.00186447 -0.00189135 0.00285798
internal_weight=0 0.00664775 0.00540847 0.0043181 0.00318681
internal_count=3121 2810 2219 1918 1697
is_linear=0
shrinkage=0.1


Tree=8887
num_leaves=6
num_cat=0
split_feature=3 13 48 4 15
split_gain=9.69307e-06 1.55225e-05 2.80818e-05 3.20775e-05 5.26621e-05
threshold=0.13524500000000003 -0.086919999999999983 0.091545000000000015 -0.084369999999999987 -0.016799999999999995
decision_type=2 2 2 2 2
left_child=1 -1 3 -3 -5
right_child=-2 2 -4 4 -6
leaf_value=-0.011300140754281566 0.0084273502770602464 -0.017833072757699558 0.015748357834881901 -0.0086552042455673283 0.017303967911321664
leaf_weight=0.0013004456844811696 0.0011526835395080535 0.0010521462100905659 0.0010258160164522395 0.0018532991445863775 0.0013512632874097162
leaf_count=530 192 507 252 854 786
internal_value=0 -0.00151326 0.000896059 -0.00268317 0.00229096
internal_weight=0 0.00658297 0.00528252 0.00425671 0.00320456
internal_count=3121 2929 2399 2147 1640
is_linear=0
shrinkage=0.1


Tree=8888
num_leaves=6
num_cat=0
split_feature=52 16 0 0 2
split_gain=9.37773e-06 2.57526e-05 3.76171e-05 2.54255e-05 3.94882e-05
threshold=0.10347000000000002 0.25084500000000004 -0.077999999999999986 -0.10607499999999999 0.091185000000000002
decision_type=2 2 2 2 2
left_child=1 2 3 4 -1
right_child=-2 -3 -4 -5 -6
leaf_value=0.016388888152637553 0.0071899334615107037 -0.016258093409648632 0.014747229922562499 -0.017042624773968434 -0.0084982015927318796
leaf_weight=0.0010353955954698186 0.0014595235074849802 0.0010189405279160237 0.0014605580084146759 0.0010888458796203949 0.0016592770179973699
leaf_count=157 583 395 526 1176 284
internal_value=0 -0.00171092 0.00111564 -0.00414658 0.00106436
internal_weight=0 0.00626302 0.00524408 0.00378352 0.00269467
internal_count=3121 2538 2143 1617 441
is_linear=0
shrinkage=0.1


Tree=8889
num_leaves=6
num_cat=0
split_feature=16 4 16 16 2
split_gain=1.01206e-05 3.03841e-05 2.52234e-05 3.23564e-05 2.4314e-05
threshold=0.38525000000000004 -0.27825499999999997 -0.008904999999999998 -0.078844999999999985 0.092365000000000017
decision_type=2 2 2 2 2
left_child=1 -1 3 4 -3
right_child=-2 2 -4 -5 -6
leaf_value=-0.017444664712073229 0.008878264410514208 0.010376435565922226 0.01333335616811133 -0.017864650685557395 -0.0070493665857426198
leaf_weight=0.0010122590114993125 0.0010951580509119766 0.0017762955957969838 0.0013424658116029699 0.0010254157670614278 0.0014578689721983864
leaf_count=155 311 854 645 699 457
internal_value=0 -0.00150024 0.00138082 -0.00238618 0.00252138
internal_weight=0 0.00661431 0.00560205 0.00425958 0.00323416
internal_count=3121 2810 2655 2010 1311
is_linear=0
shrinkage=0.1


Tree=8890
num_leaves=7
num_cat=0
split_feature=484 12 15 52 3 16
split_gain=1.85441e-05 2.55506e-05 3.57638e-05 7.07599e-05 0.000100581 5.42005e-05
threshold=0.056480000000000009 0.10388500000000002 0.088235000000000022 0.096795000000000006 -0.075944999999999985 -0.074319999999999983
decision_type=2 2 2 2 2 2
left_child=1 2 3 4 -1 -6
right_child=-2 -3 -4 -5 5 -7
leaf_value=-0.00070792212514319305 0.0002470127556551157 -0.00032229920000606722 0.00030880218413109037 0.00036659666468710013 -0.00028393215206490746 0.00024333975277723152
leaf_weight=0.0010456050351349403 0.0010017452655125408 0.0010396698498934551 0.0012360377811219767 0.0011524320723615014 0.0014022317769880705 0.0016102923319418244
leaf_count=1008 419 322 542 232 289 309
internal_value=0 -3.70563e-05 8.94602e-06 -6.21852e-05 -0.000183951 -2.08813e-06
internal_weight=0 0.00748627 0.0064466 0.00521056 0.00405813 0.00301252
internal_count=3121 2702 2380 1838 1606 598
is_linear=0
shrinkage=0.00196078


Tree=8891
num_leaves=7
num_cat=0
split_feature=50 4 16 51 13 0
split_gain=2.56286e-05 4.07831e-05 4.05774e-05 3.62595e-05 2.73421e-05 1.25704e-05
threshold=1.0000000180025095e-35 0.36766000000000004 -0.084119999999999986 -0.082744999999999985 -1.0000000180025095e-35 -0.11756999999999999
decision_type=2 2 2 2 2 2
left_child=1 2 5 -4 -5 -1
right_child=-2 -3 3 4 -6 -7
leaf_value=-0.00038897534276055915 -0.00029916039261416994 0.00039291170532647563 -0.00019980112011985329 -4.2204551949886708e-06 0.00037770760992850562 -9.2534856557929788e-05
leaf_weight=0.0010932908196838449 0.0010062072662801562 0.0010467464103647564 0.001179644686500021 0.0012995061594825274 0.0016178577663949268 0.0011066446992858974
leaf_count=158 627 303 453 808 300 472
internal_value=0 3.45209e-05 -2.50547e-05 9.0285e-05 0.000207582 -0.000239855
internal_weight=0 0.00734369 0.00629694 0.00409701 0.00291736 0.00219994
internal_count=3121 2494 2191 1561 1108 630
is_linear=0
shrinkage=0.00196078


Tree=8892
num_leaves=6
num_cat=0
split_feature=2 13 0 3 15
split_gain=1.03954e-05 2.12631e-05 1.90239e-05 3.61154e-05 7.86654e-06
threshold=0.099185000000000009 -0.08971999999999998 -0.10224499999999999 -0.078934999999999991 -0.069954999999999989
decision_type=2 2 2 2 2
left_child=2 -2 -1 -4 -3
right_child=1 4 3 -5 -6
leaf_value=-0.012000584333224569 0.01502120019661771 0.0044000210976804155 -0.010442192700262726 0.012069832988062922 -0.0078296851558090162
leaf_weight=0.0015777959312956377 0.0011742962564281929 0.0010415822898652352 0.0013243526865793994 0.001542803125789152 0.0010624610619883621
leaf_count=297 200 335 1337 568 384
internal_value=0 0.00424105 -0.00318164 0.00167142 -0.00177551
internal_weight=0 0.00327834 0.00444495 0.00286716 0.00210404
internal_count=3121 919 2202 1905 719
is_linear=0
shrinkage=0.1


Tree=8893
num_leaves=7
num_cat=0
split_feature=457 1 42 52 13 16
split_gain=3.11249e-05 5.13404e-05 2.45028e-05 4.54566e-05 5.2748e-05 3.40161e-05
threshold=0.045365000000000009 0.12408500000000001 0.091545000000000015 0.10160000000000001 -0.084034999999999985 -0.079109999999999986
decision_type=2 2 2 2 2 2
left_child=1 2 3 4 -1 -6
right_child=-2 -3 -4 -5 5 -7
leaf_value=0.00037552819469475389 0.00030343731780354009 0.00032206376590721366 -0.00039367256871941517 -0.00042431822359253373 -0.00035178630832714592 7.0720837779937262e-05
leaf_weight=0.0011799170689016903 0.0010682147636133068 0.0011752481479509001 0.0010765659502485637 0.0010952425504897429 0.0013038730889458514 0.0016721675911682747
leaf_count=463 289 271 579 354 494 671
internal_value=0 -5.4295e-05 -0.000124196 -6.89494e-05 2.4703e-05 -0.000114389
internal_weight=0 0.00750301 0.00632777 0.0052512 0.00415596 0.00297604
internal_count=3121 2832 2561 1982 1628 1165
is_linear=0
shrinkage=0.00196078


Tree=8894
num_leaves=8
num_cat=0
split_feature=50 160 3 2 48 3 4
split_gain=3.19488e-05 4.06519e-05 3.9242e-05 4.53059e-05 3.15085e-05 3.9764e-05 2.1047e-05
threshold=0.079410000000000008 -0.081639999999999976 0.12745000000000004 0.088225000000000012 0.092475000000000016 -0.080634999999999984 0.076415000000000025
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 6 5 -5 -3
right_child=-2 2 -4 4 -6 -7 -8
leaf_value=0.00038849577872220129 -0.00032905872371247918 -0.00037241878460715519 -0.00036747803979035777 0.00030555154868625679 0.0004634340465372938 -0.0001929003215294937 2.1994296349547901e-05
leaf_weight=0.0010976508116632795 0.0010275777752728676 0.0010830704911590637 0.0010458385238688341 0.0012478528702789032 0.0010650414078326835 0.0012139058313276696 0.0010008590141936612
leaf_count=441 609 739 138 419 170 487 118
internal_value=0 3.88775e-05 -1.87737e-05 4.62247e-05 0.000181665 5.97624e-05 -0.000182992
internal_weight=0 0.00775422 0.00665657 0.00561073 0.0035268 0.00246176 0.00208393
internal_count=3121 2512 2071 1933 1076 906 857
is_linear=0
shrinkage=0.00196078


Tree=8895
num_leaves=6
num_cat=0
split_feature=51 43 12 1 2
split_gain=1.0105e-05 1.54785e-05 3.45849e-05 2.99235e-05 2.30755e-05
threshold=-0.076794999999999988 -0.15323999999999996 0.092355000000000007 0.094385000000000011 0.089775000000000008
decision_type=2 2 2 2 2
left_child=-1 -2 3 4 -3
right_child=1 2 -4 -5 -6
leaf_value=-0.0081141845278103215 0.012868041908150796 -0.014727100458341717 -0.015941350719723104 0.013122208373133951 0.0049280990111155269
leaf_weight=0.0012910902582215916 0.0010219393531278268 0.001068294621412788 0.0011503538382095311 0.0018614231702898912 0.0013548053134895075
leaf_count=537 223 912 630 507 312
internal_value=0 0.00157692 -0.000546191 0.00358726 -0.00373747
internal_weight=0 0.00645682 0.00543488 0.00428452 0.0024231
internal_count=3121 2584 2361 1731 1224
is_linear=0
shrinkage=0.1


Tree=8896
num_leaves=7
num_cat=0
split_feature=484 12 16 52 15 4
split_gain=2.45325e-05 2.85905e-05 3.74835e-05 8.92402e-05 3.15852e-05 7.7759e-05
threshold=0.044540000000000003 0.10388500000000002 -0.36241499999999999 0.096795000000000006 1.0000000180025095e-35 0.0052350000000000009
decision_type=2 2 2 2 2 2
left_child=1 2 -1 4 5 -4
right_child=-2 -3 3 -5 -6 -7
leaf_value=-0.00026041539361488153 0.0002832137037765508 -0.00034768850066830767 -0.00052339249347897352 0.00061143081476785458 0.00021946081715847252 0.00015452428811406859
leaf_weight=0.001542506034223152 0.0010027841192453745 0.0010240061232650735 0.0012374019183606436 0.0010019414794951928 0.0011811576592369415 0.0013715579466757064
leaf_count=307 435 321 674 344 747 293
internal_value=0 -4.37041e-05 5.43613e-06 9.10105e-05 -4.65658e-05 -0.000167004
internal_weight=0 0.00735857 0.00633457 0.00479206 0.00379012 0.00260896
internal_count=3121 2686 2365 2058 1714 967
is_linear=0
shrinkage=0.00196078


Tree=8897
num_leaves=7
num_cat=0
split_feature=50 16 160 52 15 0
split_gain=1.88976e-05 3.48765e-05 4.67043e-05 3.13106e-05 2.96907e-05 6.11347e-05
threshold=1.0000000180025095e-35 -0.014034999999999997 -0.054789999999999998 0.09086000000000001 -0.10653 -0.10224499999999999
decision_type=2 2 2 2 2 2
left_child=1 4 -3 -4 -1 -6
right_child=-2 2 3 -5 5 -7
leaf_value=0.00015418873939541667 -0.00025347968749453117 0.00052778929559588444 -0.00015453933874258312 0.00028926364778341881 -0.00049204106056591364 0.00010231042682240517
leaf_weight=0.0012342924043586799 0.0010264888323031846 0.0010101881933183678 0.0014794108343947818 0.0010414161022442036 0.0014198268319701585 0.0012521603143211858
leaf_count=338 627 372 657 62 224 841
internal_value=0 3.03327e-05 0.000171561 2.88067e-05 -9.73279e-05 -0.000213513
internal_weight=0 0.00743729 0.00353102 0.00252083 0.00390628 0.00267199
internal_count=3121 2494 1091 719 1403 1065
is_linear=0
shrinkage=0.00196078


Tree=8898
num_leaves=7
num_cat=0
split_feature=484 1 2 48 4 52
split_gain=3.79852e-05 3.30958e-05 3.33745e-05 5.37303e-05 2.99031e-05 7.35723e-05
threshold=0.073690000000000019 0.12408500000000001 0.11389000000000002 0.08975000000000001 0.053180000000000012 0.077655000000000016
decision_type=2 2 2 2 2 2
left_child=1 2 3 4 5 -1
right_child=-2 -3 -4 -5 -6 -7
leaf_value=-0.00058252601400190932 0.00035536273353789413 0.00024807330814798588 -0.00041024684694634646 0.00036354022997891691 0.00010498465359200664 4.5352448030269767e-05
leaf_weight=0.0013535619097996669 0.0010127425346102706 0.0012121869834753616 0.0011348165339161989 0.0010239512276395482 0.0013386006121114558 0.0015268699816677852
leaf_count=950 394 242 294 253 271 717
internal_value=0 -4.89199e-05 -0.000105367 -3.93779e-05 -0.000137165 -0.000249698
internal_weight=0 0.00758999 0.0063778 0.00524298 0.00421903 0.00288043
internal_count=3121 2727 2485 2191 1938 1667
is_linear=0
shrinkage=0.00196078


Tree=8899
num_leaves=7
num_cat=0
split_feature=43 4 15 13 1 2
split_gain=9.0922e-06 2.55918e-05 2.31391e-05 5.02795e-05 2.91923e-05 3.52556e-05
threshold=-0.24021999999999996 -0.35136499999999998 -0.0063699999999999989 -0.014169999999999999 0.094385000000000011 0.11215000000000001
decision_type=2 2 2 2 2 2
left_child=-1 -2 4 -4 -3 -6
right_child=1 2 3 -5 5 -7
leaf_value=-0.008940284697807924 -0.012670307540699611 -0.014870590891185016 -0.0030545998689592963 0.026491487787038831 0.017730036351166198 -0.0070821297890299234
leaf_weight=0.0010004203491272472 0.0011022590517724886 0.0010779268180262447 0.0011529682246480039 0.0011508674530805896 0.0011236545231949736 0.0011678497708675114
leaf_count=166 225 897 747 464 356 266
internal_value=0 0.0012726 0.00398157 0.011705 -0.00129928 0.00508468
internal_weight=0 0.00677553 0.00567327 0.00230384 0.00336943 0.0022915
internal_count=3121 2955 2730 1211 1519 622
is_linear=0
shrinkage=0.1


Tree=8900
num_leaves=6
num_cat=0
split_feature=42 16 52 13 16
split_gain=1.0223e-05 1.63831e-05 2.63314e-05 3.4732e-05 2.85509e-05
threshold=-1.0000000180025095e-35 -0.36241499999999999 -0.0064899999999999992 -0.086589999999999986 0.013515000000000001
decision_type=2 2 2 2 2
left_child=-1 -2 4 -4 -3
right_child=1 2 3 -5 -6
leaf_value=-0.0080215348303483442 -0.0078327781443564507 -0.015293372595960137 -0.003588185178522869 0.01986167405465843 0.0069699691989215913
leaf_weight=0.0013286427495796784 0.0014281705702116803 0.0010889252621702279 0.0010128402071742848 0.0016780432706149906 0.001222932189682154
leaf_count=862 340 493 307 620 499
internal_value=0 0.00161383 0.00431063 0.0110352 -0.00351645
internal_weight=0 0.00643091 0.00500274 0.00269088 0.00231186
internal_count=3121 2259 1919 927 992
is_linear=0
shrinkage=0.1


Tree=8901
num_leaves=7
num_cat=0
split_feature=3 15 52 2 15 4
split_gain=9.84077e-06 1.53236e-05 2.8846e-05 3.66391e-05 5.40445e-05 4.53963e-05
threshold=0.13524500000000003 -0.11713499999999999 -0.088204999999999992 0.10097500000000002 0.084050000000000014 -0.0016099999999999997
decision_type=2 2 2 2 2 2
left_child=1 -1 -3 4 5 -4
right_child=-2 2 3 -5 -6 -7
leaf_value=-0.012553284074366908 0.0084746580533874901 -0.012622677865083915 0.03292267944574901 -0.011487009015130336 -0.0089624371263182633 0.0039254082096041309
leaf_weight=0.0010577337080183886 0.0011568895998199978 0.0012734613899243749 0.0011147726498251041 0.0010695938466849051 0.0010291407774403686 0.00104692207199315
leaf_count=397 192 593 445 332 868 294
internal_value=0 -0.00152492 0.000583019 0.00453026 0.00989938 0.0188791
internal_weight=0 0.00659162 0.00553389 0.00426043 0.00319084 0.00216169
internal_count=3121 2929 2532 1939 1607 739
is_linear=0
shrinkage=0.1


Tree=8902
num_leaves=6
num_cat=0
split_feature=4 16 2 4 16
split_gain=1.09961e-05 1.65267e-05 3.06561e-05 2.98087e-05 2.73604e-05
threshold=0.36766000000000004 -0.27167499999999994 0.10644500000000001 -0.084369999999999987 -0.078844999999999985
decision_type=2 2 2 2 2
left_child=1 -1 3 -3 -5
right_child=-2 2 -4 4 -6
leaf_value=-0.013224109065132229 0.0090085366204771724 -0.016163391464310443 0.014469126850195985 0.013209056468557226 -0.0060494269359082399
leaf_weight=0.0010316296034273975 0.0011471032490315419 0.0012868436558758369 0.0012325695923068695 0.0012675690916878314 0.0017647388431104292
leaf_count=184 328 513 423 585 1088
internal_value=0 -0.00160104 0.000558778 -0.00341086 0.00200103
internal_weight=0 0.00658335 0.00555172 0.00431915 0.00303231
internal_count=3121 2793 2609 2186 1673
is_linear=0
shrinkage=0.1


Tree=8903
num_leaves=6
num_cat=0
split_feature=457 1 42 0 52
split_gain=2.15748e-05 2.70569e-05 2.84973e-05 3.99524e-05 2.02054e-05
threshold=0.045365000000000009 0.12408500000000001 0.088915000000000008 -0.10836499999999999 0.0060650000000000009
decision_type=2 2 2 2 2
left_child=1 2 3 -1 -5
right_child=-2 -3 -4 4 -6
leaf_value=-0.00026087607585914844 0.00026308576348798353 0.00023573584171220882 -0.00034268488296699851 0.00026023866845332311 -6.4566973886060586e-05
leaf_weight=0.0017012932158561723 0.0010193246876055136 0.0011374286099502043 0.0013693876748801835 0.0016546593988004791 0.0013267726236527004
leaf_count=290 289 271 778 866 627
internal_value=0 -4.17303e-05 -9.3877e-05 -2.11172e-05 0.000115696
internal_weight=0 0.00718954 0.00605211 0.00468273 0.00298143
internal_count=3121 2832 2561 1783 1493
is_linear=0
shrinkage=0.00196078


Tree=8904
num_leaves=6
num_cat=0
split_feature=457 1 15 2 1
split_gain=2.31543e-05 3.37297e-05 3.12698e-05 5.17566e-05 3.73834e-05
threshold=0.045365000000000009 0.12500000000000003 1.0000000180025095e-35 0.10912000000000001 0.086560000000000012
decision_type=2 2 2 2 2
left_child=1 2 3 4 -1
right_child=-2 -3 -4 -5 -6
leaf_value=4.6724742530073982e-05 0.00027325334354855359 0.00028233370490695974 -0.00032718763957594569 0.00029895262610126866 -0.00038800461504452319
leaf_weight=0.0016329560139558262 0.0010189418463750245 0.0010487668265384206 0.0016686373192729568 0.0014049028196241875 0.0014234170270557033
leaf_count=708 289 261 1139 325 399
internal_value=0 -4.26052e-05 -9.8199e-05 -1.2551e-05 -0.000155738
internal_weight=0 0.00717868 0.00612991 0.00446128 0.00305637
internal_count=3121 2832 2571 1432 1107
is_linear=0
shrinkage=0.00196078


Tree=8905
num_leaves=6
num_cat=0
split_feature=50 16 4 15 16
split_gain=3.30124e-05 2.6722e-05 3.75824e-05 4.56273e-05 2.51796e-05
threshold=0.079410000000000008 0.0047850000000000011 0.0052350000000000009 -0.095869999999999983 0.26799500000000004
decision_type=2 2 2 2 2
left_child=1 2 -1 -4 -3
right_child=-2 4 3 -5 -6
leaf_value=-0.00028722468761644494 -0.00033571162487283331 0.00035256755742624462 -0.00013524216717766303 0.00035729286983630736 -4.2223283069731648e-06
leaf_weight=0.0017278249959372192 0.001046045644659141 0.0015584242943025278 0.001678468678772796 0.0012704600839630741 0.001485225955411334
leaf_count=1177 609 360 342 275 358
internal_value=0 3.54685e-05 -5.75928e-05 7.69522e-05 0.000178463
internal_weight=0 0.0077204 0.00467675 0.00294893 0.00304365
internal_count=3121 2512 1794 617 718
is_linear=0
shrinkage=0.00196078


Tree=8906
num_leaves=6
num_cat=0
split_feature=157 0 43 52 4
split_gain=9.99463e-06 2.73758e-05 3.25114e-05 4.14762e-05 1.8123e-05
threshold=-1.0000000180025095e-35 -0.019414999999999998 -0.088909999999999989 0.070205000000000017 0.053180000000000012
decision_type=2 2 2 2 2
left_child=-1 2 -2 4 -4
right_child=1 -3 3 -5 -6
leaf_value=-0.0093315011307081568 -0.017941659671351275 0.012409795846928254 -0.013262989096344519 0.018712703886878304 0.002551790537144005
leaf_weight=0.0010067986847992526 0.0010547370126498187 0.0016805445499219101 0.0012811899235421846 0.0010640350752500463 0.0016679786466202728
leaf_count=571 425 257 707 771 390
internal_value=0 0.0013494 -0.00231827 0.00178782 -0.00431853
internal_weight=0 0.00674849 0.00506794 0.0040132 0.00294917
internal_count=3121 2550 2293 1868 1097
is_linear=0
shrinkage=0.1


Tree=8907
num_leaves=7
num_cat=0
split_feature=4 457 0 47 13 43
split_gain=3.3573e-05 4.0571e-05 4.33971e-05 5.60665e-05 3.89586e-05 0.000103598
threshold=0.36766000000000004 0.045365000000000009 -0.11756999999999999 0.09550500000000002 -0.095304999999999987 -0.083134999999999987
decision_type=2 2 2 2 2 2
left_child=1 2 -1 4 -4 -6
right_child=-2 -3 3 -5 5 -7
leaf_value=-0.00040927627215016555 0.00029047124434119711 0.00031134868807392415 0.00017105036997819628 0.00035611830462058228 0.00012164179723960999 -0.00066410696905437442
leaf_weight=0.0014484250258380779 0.0012893625980225868 0.001012439025051718 0.0010858183635330072 0.0011473161969571856 0.0012888651443992546 0.0012916454475273263
leaf_count=276 328 253 143 230 505 1386
internal_value=0 -5.28263e-05 -0.000111705 -2.21663e-05 -0.000140544 -0.000271656
internal_weight=0 0.00727451 0.00626207 0.00481365 0.00366633 0.00258051
internal_count=3121 2793 2540 2264 2034 1891
is_linear=0
shrinkage=0.00196078


Tree=8908
num_leaves=6
num_cat=0
split_feature=457 15 2 52 15
split_gain=2.42722e-05 2.72653e-05 3.27043e-05 3.40595e-05 1.94386e-05
threshold=0.045365000000000009 1.0000000180025095e-35 0.10912000000000001 -0.080114999999999978 -0.031204999999999997
decision_type=2 2 2 2 2
left_child=1 2 3 -1 -5
right_child=-2 -3 -4 4 -6
leaf_value=0.00022866988139736691 0.00028258838197355219 -0.00024626589019497238 0.00024852891889254666 -3.9664736821738902e-05 -0.00038167626831502423
leaf_weight=0.0010066951178474438 0.0010252909602651841 0.0018335438827531926 0.0017733368773747982 0.0013911450788851106 0.0011815886684317183
leaf_count=423 289 1167 463 570 209
internal_value=0 -3.9906e-05 3.07808e-05 -7.70969e-05 -0.000196742
internal_weight=0 0.00718631 0.00535277 0.00357943 0.00257273
internal_count=3121 2832 1665 1202 779
is_linear=0
shrinkage=0.00196078


Tree=8909
num_leaves=7
num_cat=0
split_feature=50 4 16 52 15 15
split_gain=2.69713e-05 4.3012e-05 3.16976e-05 2.67299e-05 2.01701e-05 7.5671e-06
threshold=1.0000000180025095e-35 0.36766000000000004 -0.084119999999999986 0.0031350000000000002 -0.016799999999999995 -0.03241999999999999
decision_type=2 2 2 2 2 2
left_child=1 2 5 4 -4 -1
right_child=-2 -3 3 -5 -6 -7
leaf_value=-9.5458695440654425e-05 -0.00030103641740811645 0.00040921853823720501 -0.00022899791692445107 0.00027647335466689769 0.0001268546786547176 -0.00032520438013677931
leaf_weight=0.0011065590157635931 0.0010098454151644329 0.0010445454422784734 0.0012009338499100763 0.0016300213435367474 0.001249583804388305 0.0010981979744065736
leaf_count=269 627 303 568 526 467 361
internal_value=0 4.07703e-05 -2.04617e-05 8.18916e-05 -4.75393e-05 -0.000209896
internal_weight=0 0.00732984 0.0062853 0.00408054 0.00245052 0.00220476
internal_count=3121 2494 2191 1561 1035 630
is_linear=0
shrinkage=0.00196078


Tree=8910
num_leaves=6
num_cat=0
split_feature=52 160 4 42 2
split_gain=1.05056e-05 4.04587e-05 2.25589e-05 2.03043e-05 2.65221e-05
threshold=-0.057699999999999994 -1.0000000180025095e-35 0.0052350000000000009 0.08623500000000002 0.10613000000000002
decision_type=2 2 2 2 2
left_child=2 -2 -1 4 -3
right_child=1 3 -4 -5 -6
leaf_value=-0.0040180653814276945 -0.020537705226015321 0.0042427812199865205 0.015614144510336651 0.01168115791911328 -0.015118131176735628
leaf_weight=0.0011990238670736631 0.0010070164672839541 0.0019146679758107214 0.0011434946246955916 0.0013897655277112513 0.0011222756078642358
leaf_count=712 753 736 214 522 184
internal_value=0 -0.00244601 0.00556535 0.00166961 -0.00291187
internal_weight=0 0.00543373 0.00234252 0.00442671 0.00303694
internal_count=3121 2195 926 1442 920
is_linear=0
shrinkage=0.1


Tree=8911
num_leaves=6
num_cat=0
split_feature=15 16 2 15 16
split_gain=1.02896e-05 3.64238e-05 3.6373e-05 2.68142e-05 2.87362e-05
threshold=-0.15026499999999995 -0.36241499999999999 0.10912000000000001 -0.090644999999999989 0.0065250000000000004
decision_type=2 2 2 2 2
left_child=-1 -2 3 -3 -5
right_child=1 2 -4 4 -6
leaf_value=0.0089734995577855949 -0.019058689559738141 0.011281765597797196 0.017875962175656079 -0.01687792298031791 0.0014565766131669122
leaf_weight=0.0010910254067375592 0.0010038898278836436 0.0010980242833408265 0.0011061238585723509 0.0015325086074713409 0.0019332403878556551
leaf_count=363 216 317 370 1363 492
internal_value=0 -0.00150167 0.00160691 -0.00233622 -0.0066507
internal_weight=0 0.00667379 0.0056699 0.00456377 0.00346575
internal_count=3121 2758 2542 2172 1855
is_linear=0
shrinkage=0.1


Tree=8912
num_leaves=7
num_cat=0
split_feature=457 1 42 43 2 43
split_gain=2.65739e-05 4.98028e-05 3.43938e-05 3.0564e-05 5.35998e-05 5.76788e-05
threshold=0.045365000000000009 0.12408500000000001 0.091735000000000025 -0.074974999999999986 0.088225000000000012 0.05259500000000001
decision_type=2 2 2 2 2 2
left_child=1 2 3 -1 -5 -6
right_child=-2 -3 -4 4 5 -7
leaf_value=0.00019712895753518209 0.00028925671121171392 0.0003286712814678745 -0.00044363033128125208 -0.00052417988746645736 -0.00021857947695861615 0.00037267038021926809
leaf_weight=0.001404676418749657 0.001047971343186199 0.0011570046564465713 0.0010198197454316269 0.0010246845472144414 0.0016984655725625054 0.0010125235409282896
leaf_count=831 289 271 564 630 392 144
internal_value=0 -4.45907e-05 -0.000114697 -4.9438e-05 -0.000142151 2.24561e-06
internal_weight=0 0.00731717 0.00616017 0.00514035 0.00373567 0.00271099
internal_count=3121 2832 2561 1997 1166 536
is_linear=0
shrinkage=0.00196078


Tree=8913
num_leaves=6
num_cat=0
split_feature=16 4 4 13 1
split_gain=1.13346e-05 2.46334e-05 2.29003e-05 3.26748e-05 4.73031e-05
threshold=-0.48836499999999994 0.098655000000000007 0.0061450000000000003 -0.095304999999999987 0.086560000000000012
decision_type=2 2 2 2 2
left_child=-1 2 3 -2 -5
right_child=1 -3 -4 4 -6
leaf_value=0.0088604855512595376 0.012926416476703 -0.013577474767690176 0.01278105124025212 0.0028486532780255622 -0.023440769788592653
leaf_weight=0.0012106352237711299 0.0010186704880022642 0.0013735100472476005 0.0013330004204400339 0.0016643116383498176 0.0011624853104395866
leaf_count=274 180 291 322 1370 684
internal_value=0 -0.00167162 0.00148623 -0.00242903 -0.00796255
internal_weight=0 0.00655198 0.00517847 0.00384547 0.0028268
internal_count=3121 2847 2556 2234 2054
is_linear=0
shrinkage=0.1


Tree=8914
num_leaves=6
num_cat=0
split_feature=4 151 0 47 15
split_gain=9.57672e-06 1.71429e-05 2.75728e-05 3.91758e-05 8.0602e-05
threshold=0.27287000000000006 -0.016164999999999995 -0.11756999999999999 0.085270000000000026 0.088235000000000022
decision_type=2 2 2 2 2
left_child=1 -1 -3 4 -4
right_child=-2 2 3 -5 -6
leaf_value=0.010420689582388724 0.0081000151867139988 -0.016353088382185795 -0.018812380742767781 0.015414818543507076 0.014997150320522127
leaf_weight=0.0010113774893480351 0.0012214264903257022 0.0013191032198161829 0.0018493608657799922 0.0012084961592709652 0.0011396585273702198
leaf_count=456 352 241 1170 268 634
internal_value=0 -0.00154759 -0.00374177 0.00022144 -0.00592142
internal_weight=0 0.006528 0.00551662 0.00419752 0.00298902
internal_count=3121 2769 2313 2072 1804
is_linear=0
shrinkage=0.1


Tree=8915
num_leaves=6
num_cat=0
split_feature=42 160 13 16 0
split_gain=9.72801e-06 1.85978e-05 3.08417e-05 3.66881e-05 4.72454e-05
threshold=0.092620000000000022 -0.081639999999999976 -0.074044999999999986 -0.014754999999999999 -0.11173999999999999
decision_type=2 2 2 2 2
left_child=1 -1 -3 4 -4
right_child=-2 2 3 -5 -6
leaf_value=0.013808713690249004 -0.0084230380269137827 0.0093070356457748971 -0.011845275987886832 -0.019268540634830029 0.017394679538466417
leaf_weight=0.0010303092028356312 0.0011705002271196509 0.0019471410073015 0.0012034666198871473 0.0013597219365101363 0.0010217497012679486
leaf_count=531 630 710 191 474 585
internal_value=0 0.00147311 -0.000824307 -0.00632709 0.0015808
internal_weight=0 0.00656239 0.00553208 0.00358494 0.00222522
internal_count=3121 2491 1960 1250 776
is_linear=0
shrinkage=0.1


Tree=8916
num_leaves=6
num_cat=0
split_feature=52 15 2 12 4
split_gain=1.06971e-05 2.63334e-05 3.97568e-05 3.69339e-05 2.16044e-05
threshold=-0.046924999999999988 -0.11713499999999999 0.10613000000000002 0.088245000000000004 0.0052350000000000009
decision_type=2 2 2 2 2
left_child=4 -2 3 -3 -1
right_child=1 2 -4 -5 -6
leaf_value=-0.0037684042278505279 -0.016058530410152701 -0.0045997139184128259 -0.015231105339735665 0.017194079171514731 0.015326671859373761
leaf_weight=0.001211825550716965 0.0011300058194388726 0.0014748125660467911 0.001098375299028659 0.0016448839036136418 0.0011593916919353344
leaf_count=726 367 763 249 789 227
internal_value=0 -0.0025013 0.00113063 0.00689123 0.00556801
internal_weight=0 0.00534808 0.00421807 0.0031197 0.00237122
internal_count=3121 2168 1801 1552 953
is_linear=0
shrinkage=0.1


Tree=8917
num_leaves=6
num_cat=0
split_feature=457 1 15 2 1
split_gain=2.16715e-05 3.17236e-05 3.23897e-05 5.44442e-05 4.16913e-05
threshold=0.045365000000000009 0.12500000000000003 1.0000000180025095e-35 0.10912000000000001 0.086560000000000012
decision_type=2 2 2 2 2
left_child=1 2 3 4 -1
right_child=-2 -3 -4 -5 -6
leaf_value=5.7398844028037587e-05 0.00026569926213590775 0.00027510647184690091 -0.00032453565998452464 0.0003103359443209756 -0.00040069802519201395
leaf_weight=0.0016655707426981394 0.0010259702864733001 0.0010573066512709756 0.0016826747976636316 0.0014303366489843488 0.0014108021525925016
leaf_count=708 289 261 1139 325 399
internal_value=0 -3.87811e-05 -9.24013e-05 -5.729e-06 -0.000152681
internal_weight=0 0.00724669 0.00618938 0.00450671 0.00307637
internal_count=3121 2832 2571 1432 1107
is_linear=0
shrinkage=0.00196078


Tree=8918
num_leaves=6
num_cat=0
split_feature=2 49 43 1 0
split_gain=1.11852e-05 2.39504e-05 2.80957e-05 5.70693e-05 2.192e-05
threshold=0.089775000000000008 -0.043469999999999995 0.05259500000000001 0.10508500000000001 -0.077999999999999986
decision_type=2 2 2 2 2
left_child=4 -2 3 -3 -1
right_child=1 2 -4 -5 -6
leaf_value=-0.012188962137180619 0.015454853619800297 -0.024198871313513406 0.012932294358390668 0.0064448414914605777 0.0048749376859793863
leaf_weight=0.0017196852825589767 0.0011686445986637366 0.0010721903306577761 0.0010142453429421655 0.0014029887750073248 0.0013389425318821918
leaf_count=1283 246 695 234 264 399
internal_value=0 0.00306436 -0.00108535 -0.00682931 -0.00471908
internal_weight=0 0.00465807 0.00348942 0.00247518 0.00305863
internal_count=3121 1439 1193 959 1682
is_linear=0
shrinkage=0.1


Tree=8919
num_leaves=6
num_cat=0
split_feature=457 15 2 16 16
split_gain=2.47784e-05 3.28709e-05 2.87549e-05 3.37048e-05 2.09234e-05
threshold=0.045365000000000009 1.0000000180025095e-35 0.10912000000000001 -0.059624999999999991 0.15891500000000003
decision_type=2 2 2 2 2
left_child=1 2 3 -1 -5
right_child=-2 -3 -4 4 -6
leaf_value=-0.00035276535863519809 0.00027867980098094736 -0.00027219777574382411 0.00023484963743214759 0.00025512558017387892 -0.00010810265879098139
leaf_weight=0.0011160083365604023 0.0010292740097486231 0.0018459346212876641 0.0017799046479646343 0.0011244533957635557 0.0013319708931023057
leaf_count=475 289 1167 463 446 281
internal_value=0 -4.65738e-05 3.12402e-05 -7.02048e-05 5.81688e-05
internal_weight=0 0.00719827 0.00535234 0.00357243 0.00245642
internal_count=3121 2832 1665 1202 727
is_linear=0
shrinkage=0.00196078


Tree=8920
num_leaves=7
num_cat=0
split_feature=50 160 49 16 4 1
split_gain=2.72284e-05 3.23605e-05 2.66942e-05 4.56729e-05 3.94362e-05 5.10437e-05
threshold=1.0000000180025095e-35 -0.027994999999999996 -0.080089999999999981 0.38525000000000004 0.0052350000000000009 0.10612500000000001
decision_type=2 2 2 2 2 2
left_child=1 -1 -3 4 -4 -6
right_child=-2 2 3 -5 5 -7
leaf_value=0.00031105990877591973 -0.00030288384661658982 0.00026944519835649442 -0.00042200093369472582 0.00028880024788459488 0.00028916808774562199 -0.00029278609571950503
leaf_weight=0.0013866332431304498 0.0010040089895808719 0.0010028639067914472 0.0015422082882949458 0.001013126923208334 0.001099241130082219 0.0012254554154253084
leaf_count=623 627 184 977 266 242 202
internal_value=0 4.15969e-05 -2.19171e-05 -8.17931e-05 -0.000178888 -1.7607e-05
internal_weight=0 0.00726953 0.0058829 0.00488003 0.0038669 0.0023247
internal_count=3121 2494 1871 1687 1421 444
is_linear=0
shrinkage=0.00196078


Tree=8921
num_leaves=7
num_cat=0
split_feature=50 15 16 48 13 12
split_gain=2.50855e-05 4.06962e-05 5.1812e-05 4.67684e-05 4.31005e-05 5.39802e-05
threshold=0.079410000000000008 -0.14712999999999996 -0.36241499999999999 0.016865000000000002 -0.033284999999999988 0.051320000000000005
decision_type=2 2 2 2 2 2
left_child=1 -1 -3 4 -4 -6
right_child=-2 2 3 -5 5 -7
leaf_value=0.00040264479636278557 -0.00029294858412375491 -0.00040639137953873728 -0.00030398065542561566 0.0003636979301780436 0.00034855896110003127 -0.00023348454398987428
leaf_weight=0.0010087019100367941 0.0010110178377919091 0.0011112511755685213 0.0015695466730756289 0.0014245241085370404 0.0014920713608870305 0.0010393338166585437
leaf_count=355 609 212 872 329 166 578
internal_value=0 3.56993e-05 -2.00719e-05 5.76224e-05 -4.86973e-05 0.000109586
internal_weight=0 0.00764543 0.00663673 0.00552548 0.00410095 0.00253141
internal_count=3121 2512 2157 1945 1616 744
is_linear=0
shrinkage=0.00196078


Tree=8922
num_leaves=6
num_cat=0
split_feature=15 16 0 52 3
split_gain=1.05385e-05 2.74783e-05 3.62025e-05 3.7181e-05 4.0796e-05
threshold=-0.15026499999999995 -0.27167499999999994 -0.10607499999999999 0.08976000000000002 -0.074479999999999977
decision_type=2 2 2 2 2
left_child=-1 -2 -3 4 -4
right_child=1 2 3 -5 -6
leaf_value=0.0091017366571601865 -0.015387627019480413 0.014049713271397493 -0.025748513571397048 0.0075567443137662411 0.0014149507319157655
leaf_weight=0.0010871617678305072 0.001175917162800009 0.0016118555826877576 0.0011142522088735355 0.001652611883185994 0.0010974775183048848
leaf_count=363 239 265 1333 565 356
internal_value=0 -0.00151795 0.00146032 -0.00379084 -0.0122698
internal_weight=0 0.00665211 0.0054762 0.00386434 0.00221173
internal_count=3121 2758 2519 2254 1689
is_linear=0
shrinkage=0.1


Tree=8923
num_leaves=6
num_cat=0
split_feature=16 4 2 4 16
split_gain=9.43689e-06 2.44081e-05 2.43878e-05 1.81246e-05 1.33787e-05
threshold=-0.48836499999999994 0.055260000000000011 0.10644500000000001 -0.084369999999999987 -0.077879999999999991
decision_type=2 2 2 2 2
left_child=-1 2 3 -2 -5
right_child=1 -3 -4 4 -6
leaf_value=0.0081195638787236075 -0.01080685035449086 -0.011305261165584852 0.015009047783593625 0.01233102377350177 -0.0033898774657286678
leaf_weight=0.001201463453763805 0.0013691996295392807 0.0018341430506548058 0.0011422585606421908 0.001006578712414037 0.001171172867599772
leaf_count=274 518 446 347 526 1010
internal_value=0 -0.00152467 0.00230092 -0.0017916 0.00387648
internal_weight=0 0.00652335 0.00468921 0.00354695 0.00217775
internal_count=3121 2847 2401 2054 1536
is_linear=0
shrinkage=0.1


Tree=8924
num_leaves=6
num_cat=0
split_feature=457 15 2 16 16
split_gain=1.74001e-05 3.3507e-05 3.25109e-05 3.12187e-05 1.98252e-05
threshold=0.045365000000000009 1.0000000180025095e-35 0.10912000000000001 -0.059624999999999991 0.15891500000000003
decision_type=2 2 2 2 2
left_child=1 2 3 -1 -5
right_child=-2 -3 -4 4 -6
leaf_value=-0.00033983156993396311 0.00023493877908455492 -0.00026606215230479564 0.000256564689560007 0.00024876474218985445 -0.0001051644457493545
leaf_weight=0.0011155014441514657 0.0010210585900963234 0.0018497337374129954 0.0017797945086763939 0.0011159266902122382 0.0013380977845555498
leaf_count=475 289 1167 463 446 281
internal_value=0 -3.85761e-05 4.0086e-05 -6.78521e-05 5.57789e-05
internal_weight=0 0.00719905 0.00534932 0.00356953 0.00245402
internal_count=3121 2832 1665 1202 727
is_linear=0
shrinkage=0.00196078


Tree=8925
num_leaves=5
num_cat=0
split_feature=51 47 15 13
split_gain=1.06484e-05 1.69161e-05 3.39438e-05 1.98682e-05
threshold=0.087505000000000013 0.077555000000000013 -0.083359999999999976 -0.033284999999999988
decision_type=2 2 2 2
left_child=1 2 -1 -4
right_child=-2 -3 3 -5
leaf_value=0.020407917614340205 -0.0089167802344490791 -0.0066199666150140437 -0.0076201441446138623 0.00710315897209107
leaf_weight=0.0010643507940972996 0.0011470685307192934 0.0018378121390112984 0.0017414676491027184 0.0019348266979134249
leaf_count=544 435 361 978 803
internal_value=0 0.00152438 0.00468171 0.000128702
internal_weight=0 0.00657846 0.00474065 0.00367629
internal_count=3121 2686 2325 1781
is_linear=0
shrinkage=0.1


Tree=8926
num_leaves=5
num_cat=0
split_feature=0 47 15 2
split_gain=1.05011e-05 2.36115e-05 2.63007e-05 4.55759e-05
threshold=-0.019414999999999998 0.096175000000000024 0.035560000000000008 0.11215000000000001
decision_type=2 2 2 2
left_child=1 2 3 -1
right_child=-2 -3 -4 -5
leaf_value=0.015589966526077154 0.0065317464894359177 -0.013907732014977617 -0.0092321162260811229 -0.010528170835716595
leaf_weight=0.0019845207927447223 0.0018563272867894677 0.0013136772106416526 0.0015560684854020327 0.0010072009937399807
leaf_count=1030 365 284 1118 324
internal_value=0 -0.0020987 0.00131247 0.00679697
internal_weight=0 0.00586147 0.00454779 0.00299172
internal_count=3121 2756 2472 1354
is_linear=0
shrinkage=0.1


Tree=8927
num_leaves=5
num_cat=0
split_feature=160 133 16 0
split_gain=1.02886e-05 3.5906e-05 5.7277e-05 6.36756e-05
threshold=1.0000000180025095e-35 1.0000000180025095e-35 0.0065250000000000004 -0.14001499999999997
decision_type=2 2 2 2
left_child=1 2 3 -1
right_child=-2 -3 -4 -5
leaf_value=0.014206694576241845 -0.0075674728865578553 -0.013029153899797599 0.020110946999478754 -0.014441143433688894
leaf_weight=0.0013410195888795778 0.0014634121361685008 0.0013015397747906682 0.0017607200064025177 0.0018410346142496415
leaf_count=226 531 893 430 1041
internal_value=0 0.00174825 0.00563946 -0.00236803
internal_weight=0 0.00624431 0.00494277 0.00318205
internal_count=3121 2590 1697 1267
is_linear=0
shrinkage=0.1


Tree=8928
num_leaves=6
num_cat=0
split_feature=51 43 12 15 4
split_gain=1.03769e-05 1.86342e-05 3.00038e-05 2.65927e-05 3.46173e-05
threshold=-0.076794999999999988 -0.15323999999999996 0.092355000000000007 -0.10653 -0.0029599999999999995
decision_type=2 2 2 2 2
left_child=-1 -2 3 -3 -5
right_child=1 2 -4 4 -6
leaf_value=-0.0082133835015562925 0.014109234295270504 0.017187859023533234 -0.015080538621007143 0.009031086625129468 -0.011681908214084569
leaf_weight=0.0012865500342064467 0.001007978413540167 0.0010259676051354851 0.0011438122952460283 0.0016186214246599383 0.001608917599141956
leaf_count=537 223 361 630 1023 347
internal_value=0 0.00162824 -0.000702652 0.00316371 -0.00129427
internal_weight=0 0.0064053 0.00539732 0.00425351 0.00322754
internal_count=3121 2584 2361 1731 1370
is_linear=0
shrinkage=0.1


Tree=8929
num_leaves=6
num_cat=0
split_feature=0 51 160 3 2
split_gain=8.70781e-06 2.44279e-05 2.12515e-05 2.48342e-05 3.18349e-05
threshold=-0.019414999999999998 -0.076794999999999988 0.041220000000000007 -0.063074999999999978 0.10672500000000001
decision_type=2 2 2 2 2
left_child=1 -1 3 -3 -5
right_child=-2 2 -4 4 -6
leaf_value=-0.015919488807267301 0.0059744628723164637 -0.0043127950221779048 -0.011303621364128671 0.024668391344172581 -0.00030137168798566479
leaf_weight=0.0010257001969178709 0.001843967736748657 0.0016921641553310422 0.0010760490710342166 0.0010118581232492797 0.0010306877159296118
leaf_count=435 365 1472 383 207 259
internal_value=0 -0.00190861 0.00107864 0.00464623 0.0120684
internal_weight=0 0.00583646 0.00481076 0.00373471 0.00204255
internal_count=3121 2756 2321 1938 466
is_linear=0
shrinkage=0.1


Tree=8930
num_leaves=6
num_cat=0
split_feature=4 0 47 15 3
split_gain=2.6972e-05 6.07935e-05 3.47642e-05 2.12958e-05 2.95722e-05
threshold=-0.46376499999999993 -0.019414999999999998 1.0000000180025095e-35 0.035560000000000008 -0.0080949999999999998
decision_type=2 2 2 2 2
left_child=-1 2 3 4 -2
right_child=1 -3 -4 -5 -6
leaf_value=-0.00030286641040687818 -9.2059824548488048e-05 0.00047550718345112111 -0.00024865768652873843 -0.00010813958605216195 0.00032819977880846828
leaf_weight=0.0010052502168598166 0.0010299054638876143 0.0010548331371969463 0.001978148625396246 0.0017093246208683688 0.001716838138997737
leaf_count=183 896 196 402 1114 330
internal_value=0 3.91914e-05 -3.23388e-05 6.36901e-05 0.000170621
internal_weight=0 0.00748905 0.00643422 0.00445607 0.00274674
internal_count=3121 2938 2742 2340 1226
is_linear=0
shrinkage=0.00196078


Tree=8931
num_leaves=6
num_cat=0
split_feature=49 42 15 4 47
split_gain=9.52853e-06 3.08439e-05 2.1638e-05 3.1636e-05 2.9341e-05
threshold=-0.081404999999999991 0.088915000000000008 -0.040439999999999997 -0.059649999999999988 0.087235000000000021
decision_type=2 2 2 2 2
left_child=-1 2 4 -4 -2
right_child=1 -3 3 -5 -6
leaf_value=0.008920534784016259 0.0061282300147775769 -0.015261150473870392 -0.00017056461711379434 0.021096134357196122 -0.016336892710934661
leaf_weight=0.0010330508641177511 0.0011417379086689874 0.0012935865274569655 0.0019367356819385327 0.0010949513401702438 0.0011845554308181838
leaf_count=240 617 848 859 337 220
internal_value=0 -0.00140235 0.0019436 0.00751031 -0.00531108
internal_weight=0 0.00665157 0.00535798 0.00303169 0.00232629
internal_count=3121 2881 2033 1196 837
is_linear=0
shrinkage=0.1


Tree=8932
num_leaves=6
num_cat=0
split_feature=43 3 13 4 16
split_gain=9.56348e-06 4.9096e-05 2.2965e-05 2.60453e-05 3.3639e-05
threshold=-0.067199999999999996 -0.077774999999999983 -0.095304999999999987 -0.019614999999999997 -0.074319999999999983
decision_type=2 2 2 2 2
left_child=1 -1 -2 -4 -5
right_child=2 -3 3 4 -6
leaf_value=-0.0060009064539547352 0.0074549476043343681 0.021970287136883482 -0.020312909858929733 -0.012524422011905871 0.011124601486789497
leaf_weight=0.001616317715611336 0.0015710211255344849 0.0010257495442332826 0.0010450826994738709 0.001280544193965952 0.0011342185110183229
leaf_count=926 314 427 928 276 250
internal_value=0 0.00485856 -0.00257155 -0.00712431 -0.00141643
internal_weight=0 0.00264207 0.00503087 0.00345985 0.00241476
internal_count=3121 1353 1768 1454 526
is_linear=0
shrinkage=0.1


Tree=8933
num_leaves=7
num_cat=0
split_feature=457 52 0 4 4 2
split_gain=1.80954e-05 2.39844e-05 3.26436e-05 3.54083e-05 2.01161e-05 4.86909e-05
threshold=0.045365000000000009 0.11434500000000002 -0.060129999999999996 -0.35136499999999998 0.053180000000000012 0.10731
decision_type=2 2 2 2 2 2
left_child=1 2 4 -4 -1 -6
right_child=-2 -3 3 -5 5 -7
leaf_value=-0.00025283891822316051 0.00024180565447393749 -0.00029872528814550497 -3.7581021560842838e-05 0.00046717879123066742 0.00030797007708611193 -0.00028043441177110227
leaf_weight=0.0017182798714088887 0.0010276010173993462 0.0011290062919068217 0.001101672294296365 0.0010374995809433703 0.0011492642991847962 0.0010210997756903608
leaf_count=1483 289 489 182 255 231 192
internal_value=0 -3.64446e-05 1.26804e-05 0.000207228 -9.43415e-05 3.11411e-05
internal_weight=0 0.00715682 0.00602782 0.00213917 0.00388864 0.00217036
internal_count=3121 2832 2343 437 1906 423
is_linear=0
shrinkage=0.00196078


Tree=8934
num_leaves=6
num_cat=0
split_feature=4 42 49 42 13
split_gain=2.17362e-05 2.36326e-05 3.99918e-05 3.04031e-05 3.24413e-05
threshold=0.27287000000000006 0.091735000000000025 -0.00064499999999999985 -0.084624999999999992 -0.082014999999999991
decision_type=2 2 2 2 2
left_child=1 2 -1 -4 -5
right_child=-2 -3 3 4 -6
leaf_value=-0.00023602297978865346 0.00023112951403278205 -0.00031792204759477176 0.00040742787154818147 0.0002187367121930445 -0.0001775021745220206
leaf_weight=0.0018534081465485181 0.0013193069801117228 0.0010276133929223025 0.0010040223909209061 0.0015529079118393613 0.0016264203683853202
leaf_count=509 352 562 385 533 780
internal_value=0 -4.30465e-05 3.74449e-06 0.000109972 1.60363e-05
internal_weight=0 0.00706437 0.00603676 0.00418335 0.00317933
internal_count=3121 2769 2207 1698 1313
is_linear=0
shrinkage=0.00196078


Tree=8935
num_leaves=6
num_cat=0
split_feature=16 4 2 4 16
split_gain=9.43058e-06 2.05305e-05 2.3689e-05 1.62057e-05 1.69075e-05
threshold=-0.48836499999999994 0.055260000000000011 0.10644500000000001 -0.084369999999999987 -0.077879999999999991
decision_type=2 2 2 2 2
left_child=-1 2 3 -2 -5
right_child=1 -3 -4 4 -6
leaf_value=0.0081488776889325557 -0.010614722371139564 -0.010515154755089771 0.014537773000898785 0.012814750245004908 -0.0049003789755637508
leaf_weight=0.0011955246845444549 0.0013581793347495702 0.0018228979446614155 0.0011390481839296555 0.0010050116707297429 0.0011612763676198546
leaf_count=274 518 446 347 526 1010
internal_value=0 -0.00151659 0.00200081 -0.00205092 0.00331825
internal_weight=0 0.00648641 0.00466352 0.00352447 0.00216629
internal_count=3121 2847 2401 2054 1536
is_linear=0
shrinkage=0.1


Tree=8936
num_leaves=6
num_cat=0
split_feature=4 1 16 1 12
split_gain=9.00909e-06 1.92904e-05 2.24532e-05 2.90125e-05 5.26351e-05
threshold=0.24564500000000003 0.11103500000000001 -0.094359999999999986 0.08844500000000001 0.089735000000000023
decision_type=2 2 2 2 2
left_child=1 2 -1 4 -4
right_child=-2 -3 3 -5 -6
leaf_value=-0.011069835766070792 0.0064671394518993619 -0.012446382913323811 -0.016779285190603312 0.017366891557336943 0.013572319673903505
leaf_weight=0.0011294671586252782 0.0016774675079163238 0.0013301786202521105 0.0011406649711271648 0.0012511229033851327 0.0011447956398747392
leaf_count=365 426 231 946 557 596
internal_value=0 -0.00182328 0.00120511 0.00512532 -0.00157605
internal_weight=0 0.00599623 0.00466605 0.00353658 0.00228546
internal_count=3121 2695 2464 2099 1542
is_linear=0
shrinkage=0.1


Tree=8937
num_leaves=6
num_cat=0
split_feature=52 15 4 4 15
split_gain=1.49585e-05 2.72533e-05 5.34408e-05 4.85545e-05 6.65338e-05
threshold=0.11434500000000002 -0.016799999999999995 0.24564500000000003 -0.35136499999999998 0.079055000000000014
decision_type=2 2 2 2 2
left_child=1 2 -1 -3 -5
right_child=-2 3 -4 4 -6
leaf_value=-0.00030583397032212114 -0.00020743162311504968 -0.00021074609642834468 0.00018962625900139805 0.00066062017811597076 1.6384201980250577e-05
leaf_weight=0.001992573855504917 0.0012344078083501107 0.0010318823916088639 0.0014431941834189906 0.0010843307585570801 0.0014279912482538385
leaf_count=895 501 180 320 291 934
internal_value=0 2.6724e-05 -9.77159e-05 0.000147357 0.00029444
internal_weight=0 0.00697997 0.00343577 0.0035442 0.00251232
internal_count=3121 2620 1215 1405 1225
is_linear=0
shrinkage=0.00196078


Tree=8938
num_leaves=6
num_cat=0
split_feature=0 1 160 15 16
split_gain=1.4446e-05 3.44141e-05 2.57775e-05 4.61297e-05 7.18831e-05
threshold=0.041630000000000007 0.077565000000000009 1.0000000180025095e-35 -0.016799999999999995 -0.056919999999999991
decision_type=2 2 2 2 2
left_child=1 -1 3 4 -3
right_child=-2 2 -4 -5 -6
leaf_value=-0.00031413668764026755 0.00017401594837028437 0.00020422985397761651 -0.00024555366691931456 0.00039704832593272812 -0.00042744359147558477
leaf_weight=0.0013861389526067186 0.0014980749071836358 0.0017961216251876316 0.0010316648011027335 0.0013665039594562504 0.0011273725534373812
leaf_count=1554 252 379 209 470 257
internal_value=0 -3.89494e-05 3.2729e-05 9.96508e-05 -3.93592e-05
internal_weight=0 0.0067078 0.00532166 0.00429 0.00292349
internal_count=3121 2869 1315 1106 636
is_linear=0
shrinkage=0.00196078


Tree=8939
num_leaves=6
num_cat=0
split_feature=43 3 16 0 15
split_gain=9.77452e-06 4.24636e-05 1.94554e-05 2.17297e-05 2.62933e-05
threshold=-0.067199999999999996 -0.077774999999999983 0.071345000000000006 -0.10224499999999999 -0.095869999999999983
decision_type=2 2 2 2 2
left_child=1 -1 3 4 -2
right_child=2 -3 -4 -5 -6
leaf_value=-0.0051901049426951451 -0.014876925572840156 0.020802728990593544 -0.01398409671669573 0.010345393908135606 0.0060897050596055886
leaf_weight=0.0016185311932116445 0.0012792255914449309 0.0010275073827947195 0.0011569601677616816 0.0014751443515935003 0.001123361849244131
leaf_count=926 200 427 285 1081 202
internal_value=0 0.00490341 -0.00260355 0.000791944 -0.0050737
internal_weight=0 0.00264604 0.00503469 0.00387773 0.00240259
internal_count=3121 1353 1768 1483 402
is_linear=0
shrinkage=0.1


Tree=8940
num_leaves=6
num_cat=0
split_feature=0 1 48 47 2
split_gain=9.53578e-06 2.41679e-05 2.34202e-05 2.92701e-05 2.84676e-05
threshold=0.041630000000000007 0.077565000000000009 0.092150000000000024 1.0000000180025095e-35 0.089775000000000008
decision_type=2 2 2 2 2
left_child=1 -1 3 4 -3
right_child=-2 2 -4 -5 -6
leaf_value=-0.01377168396291048 0.0074669568868708626 0.0014176239880887957 -0.0092972657020037649 -0.00719844385480838 0.023274431613193872
leaf_weight=0.0013078722154508445 0.001393714673843461 0.0012079866143889812 0.0014291404702108769 0.0011545824125167234 0.0011760626259456834
leaf_count=1554 252 544 216 221 334
internal_value=0 -0.00167716 0.00150699 0.00587048 0.0121997
internal_weight=0 0.00627564 0.00496777 0.00353863 0.00238405
internal_count=3121 2869 1315 1099 878
is_linear=0
shrinkage=0.1


Tree=8941
num_leaves=7
num_cat=0
split_feature=1 42 157 4 2 48
split_gain=2.15793e-05 3.24693e-05 4.3056e-05 3.52998e-05 7.08716e-05 2.66266e-05
threshold=0.12408500000000001 0.092620000000000022 -1.0000000180025095e-35 -0.082109999999999975 0.089775000000000008 0.016865000000000002
decision_type=2 2 2 2 2 2
left_child=1 2 -1 -4 -5 -6
right_child=-2 -3 3 4 5 -7
leaf_value=-0.00036286444079133736 0.00023199552716818443 -0.00037157021230106225 0.00030719935739830862 -0.00038933306118023547 -3.7719810374117924e-05 0.0004024869715785596
leaf_weight=0.0010208386261570017 0.0012366045515104914 0.001025127797752606 0.0017207416503099283 0.0013399910713006702 0.0010345618494309525 0.0010795013224359227
leaf_count=493 289 543 552 653 400 191
internal_value=0 -4.83278e-05 5.15583e-06 7.77557e-05 -3.65487e-05 0.000187062
internal_weight=0 0.00722076 0.00619563 0.0051748 0.00345405 0.00211406
internal_count=3121 2832 2289 1796 1244 591
is_linear=0
shrinkage=0.00196078


Tree=8942
num_leaves=7
num_cat=0
split_feature=1 42 151 16 52 4
split_gain=9.53422e-06 1.64309e-05 2.7736e-05 5.11575e-05 1.97167e-05 4.2823e-05
threshold=0.12408500000000001 0.091545000000000015 -0.0083949999999999979 -0.25582999999999995 -0.049749999999999996 -0.082109999999999975
decision_type=2 2 2 2 2 2
left_child=1 2 -1 -4 -5 -6
right_child=-2 -3 3 4 5 -7
leaf_value=-0.013759643354825763 0.0084846091201565572 -0.013258822829019429 0.023904119925618847 0.008719197495052006 0.0055497076986781814 -0.022061512011549576
leaf_weight=0.0010764836426616509 0.0011249819212763796 0.001003020520760357 0.0010113102340582898 0.0011957147251978211 0.0012204350771954212 0.0010406665596471871
leaf_count=449 289 596 160 501 442 684
internal_value=0 -0.0014809 0.000649731 0.00412131 -0.00166626 -0.00715829
internal_weight=0 0.00654763 0.00554461 0.00446813 0.00345682 0.0022611
internal_count=3121 2832 2236 1787 1627 1126
is_linear=0
shrinkage=0.1


Tree=8943
num_leaves=6
num_cat=0
split_feature=457 52 0 12 2
split_gain=1.82296e-05 2.86335e-05 3.83376e-05 4.79143e-05 4.58429e-05
threshold=0.045365000000000009 0.11434500000000002 -0.11756999999999999 0.097825000000000009 0.09142500000000002
decision_type=2 2 2 2 2
left_child=1 2 -1 4 -4
right_child=-2 -3 3 -5 -6
leaf_value=-0.00021469568767842488 0.00023630317110196397 -0.00032473436422388773 -0.00020785250706224063 0.00045758606495624623 0.00029155131275497402
leaf_weight=0.0019402942499226177 0.0010416768696812949 0.0011508208509372012 0.0018070004378298412 0.0011589792991467274 0.0011605691805762323
leaf_count=310 289 489 1209 364 460
internal_value=0 -4.11733e-05 1.26154e-05 0.000119497 -1.25436e-05
internal_weight=0 0.00721766 0.00606684 0.00412655 0.00296757
internal_count=3121 2832 2343 2033 1669
is_linear=0
shrinkage=0.00196078


Tree=8944
num_leaves=5
num_cat=0
split_feature=43 3 13 4
split_gain=9.07891e-06 3.43123e-05 2.0422e-05 2.34036e-05
threshold=-0.067199999999999996 -0.077774999999999983 -0.095304999999999987 0.0061450000000000003
decision_type=2 2 2 2
left_child=1 -1 -2 -4
right_child=2 -3 3 -5
leaf_value=-0.0043527386448728245 0.0069382095162748153 0.019036097169032703 -0.016246845710834238 0.00036530384010259988
leaf_weight=0.001616250950137263 0.001570509982958873 0.0010250370962927187 0.0014935626254353146 0.0019622943097502323
leaf_count=926 314 427 1078 376
internal_value=0 0.00472405 -0.00251719 -0.00681418
internal_weight=0 0.00264129 0.00502637 0.00345586
internal_count=3121 1353 1768 1454
is_linear=0
shrinkage=0.1


Tree=8945
num_leaves=7
num_cat=0
split_feature=484 49 52 15 15 3
split_gain=3.43604e-05 3.19712e-05 4.95228e-05 5.39853e-05 6.83535e-05 3.14739e-05
threshold=0.056480000000000009 -0.081404999999999991 -1.0000000180025095e-35 -0.11033999999999998 -0.028889999999999996 -0.082974999999999979
decision_type=2 2 2 2 2 2
left_child=1 -1 -3 -4 -5 -6
right_child=-2 2 3 4 5 -7
leaf_value=0.00025162385273928058 0.00033367957155839293 -0.00038784221558053102 -0.00039377870695159249 0.00054433292336822771 0.00020657739619872929 -0.00022861694928203588
leaf_weight=0.0011286136829453597 0.0010002670341444407 0.001749242738790794 0.0010497049841532219 0.0010114961084550988 0.0010652191735091802 0.0015964873736660605
leaf_count=213 419 858 270 298 496 567
internal_value=0 -5.29077e-05 -0.000106012 -1.62923e-06 0.000110437 -5.44515e-05
internal_weight=0 0.00760076 0.00647215 0.00472291 0.0036732 0.00266171
internal_count=3121 2702 2489 1631 1361 1063
is_linear=0
shrinkage=0.00196078


Tree=8946
num_leaves=7
num_cat=0
split_feature=457 1 52 42 0 2
split_gain=2.28572e-05 2.93192e-05 3.03705e-05 3.30786e-05 7.56295e-05 2.96525e-05
threshold=0.045365000000000009 0.12408500000000001 0.10160000000000001 0.086325000000000013 -0.11173999999999999 0.088225000000000012
decision_type=2 2 2 2 2 2
left_child=1 2 3 4 -1 -6
right_child=-2 -3 -4 -5 5 -7
leaf_value=-0.00027157749237580159 0.00026638411047118075 0.00024188421262354078 -0.00036255695985926839 -0.00030392797914623139 8.4544868878986727e-05 0.00054644912983281264
leaf_weight=0.0014892594997458655 0.001041521773708946 0.0011608239857109652 0.0013116127762502318 0.0012325160163974488 0.0011262604585734791 0.0010166987295865538
leaf_count=216 289 271 530 688 682 445
internal_value=0 -4.40226e-05 -9.77578e-05 -2.63636e-05 6.7822e-05 0.000303689
internal_weight=0 0.00733717 0.00617635 0.00486473 0.00363222 0.00214296
internal_count=3121 2832 2561 2031 1343 1127
is_linear=0
shrinkage=0.00196078


Tree=8947
num_leaves=7
num_cat=0
split_feature=457 1 42 4 4 12
split_gain=1.83215e-05 2.34856e-05 2.77199e-05 3.18961e-05 3.85115e-05 2.46976e-05
threshold=0.045365000000000009 0.12408500000000001 0.091545000000000015 -0.077679999999999985 0.053180000000000012 0.089795000000000014
decision_type=2 2 2 2 2 2
left_child=1 2 3 5 -5 -1
right_child=-2 -3 -4 4 -6 -7
leaf_value=0.00037813496100985733 0.00024296538304314315 0.00022040891073967783 -0.00038025666167394549 -0.00044489575055696971 1.8281226156584576e-05 -4.5842036432228124e-05
leaf_weight=0.0010115900074354504 0.0010207067137146869 0.0011404096059759007 0.0010248486823281533 0.0011196481272833098 0.0017992747343712301 0.0011055317092840814
leaf_count=586 289 271 579 835 312 249
internal_value=0 -3.77355e-05 -8.63077e-05 -2.64883e-05 -0.000159385 0.00015674
internal_weight=0 0.0072013 0.00606089 0.00503604 0.00291892 0.00211712
internal_count=3121 2832 2561 1982 1147 835
is_linear=0
shrinkage=0.00196078


Tree=8948
num_leaves=6
num_cat=0
split_feature=457 2 52 15 13
split_gain=1.71922e-05 2.30064e-05 4.77264e-05 4.34248e-05 9.46673e-05
threshold=0.045365000000000009 0.11293500000000002 0.10160000000000001 -0.055554999999999993 -0.0034749999999999994
decision_type=2 2 2 2 2
left_child=1 2 3 -1 -5
right_child=-2 -3 -4 4 -6
leaf_value=-0.0002920507777225589 0.00023241768812643177 0.00015165504699960096 -0.00048249528481300575 0.00044973541731902872 -0.00026511350808734209
leaf_weight=0.0014348993978251694 0.0010209635723110108 0.0018072598646954614 0.0010343599594654267 0.0015708667520274967 0.0013030765361426407
leaf_count=621 289 481 472 852 406
internal_value=0 -3.95843e-05 -0.000104268 -1.34728e-05 0.000125615
internal_weight=0 0.00715046 0.0053432 0.00430884 0.00287394
internal_count=3121 2832 2351 1879 1258
is_linear=0
shrinkage=0.00196078


Tree=8949
num_leaves=6
num_cat=0
split_feature=51 43 12 48 16
split_gain=1.01014e-05 1.82233e-05 3.09162e-05 2.59208e-05 3.37989e-05
threshold=-0.076794999999999988 -0.15323999999999996 0.092355000000000007 0.08975000000000001 -0.083134999999999987
decision_type=2 2 2 2 2
left_child=-1 -2 3 4 -3
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leaf_value=-0.008115337889389878 0.013891205150399766 0.0069069152006159644 -0.015265077939409228 0.013908378390393661 -0.015450932476351684
leaf_weight=0.0012894802501808448 0.0010131764458068951 0.0016094393465462351 0.0011507082416421718 0.0014779826170011122 0.0011660027259471381
leaf_count=537 223 723 630 285 723
internal_value=0 0.00158405 -0.000723313 0.00321077 -0.00248593
internal_weight=0 0.00641731 0.00540413 0.00425342 0.00277544
internal_count=3121 2584 2361 1731 1446
is_linear=0
shrinkage=0.1


Tree=8950
num_leaves=6
num_cat=0
split_feature=51 49 15 3 15
split_gain=9.87237e-06 1.37488e-05 4.52577e-05 5.97911e-05 4.61831e-05
threshold=0.087505000000000013 -0.026779999999999995 -0.016799999999999995 -0.059315 -0.10653
decision_type=2 2 2 2 2
left_child=1 -1 4 -4 -3
right_child=-2 2 3 -5 -6
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leaf_weight=0.0012735216860976653 0.0011413872757851246 0.0013606257724364424 0.0016123735992656673 0.0012633924461217371 0.0010441881059165201
leaf_count=350 435 445 1199 148 544
internal_value=0 0.00145959 -0.000789671 0.00767616 -0.0109134
internal_weight=0 0.0065541 0.00528058 0.00287577 0.00240481
internal_count=3121 2686 2336 1347 989
is_linear=0
shrinkage=0.1


Tree=8951
num_leaves=7
num_cat=0
split_feature=484 12 42 16 52 0
split_gain=2.37534e-05 2.68273e-05 4.39949e-05 4.59313e-05 7.76251e-05 3.64754e-05
threshold=0.015535000000000002 0.10388500000000002 0.091295000000000015 -0.36241499999999999 0.077655000000000016 -0.084144999999999984
decision_type=2 2 2 2 2 2
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right_child=-2 -3 -4 4 -6 -7
leaf_value=-0.00042287876803685955 0.00027702283473037025 -0.00034055822376110001 0.00033659655986800297 1.9538771073715598e-05 0.00044251036091413638 -0.0004477578156552389
leaf_weight=0.0011468960106111228 0.0010018593394056554 0.0010159960115007317 0.0012228763675952853 0.0016812913217019987 0.0011840349222618455 0.0010391232880277072
leaf_count=229 452 321 516 518 557 528
internal_value=0 -4.49733e-05 2.89128e-06 -7.78952e-05 2.34406e-05 -0.000158956
internal_weight=0 0.00729022 0.00627422 0.00505135 0.00390445 0.00272041
internal_count=3121 2669 2348 1832 1603 1046
is_linear=0
shrinkage=0.00196078


Tree=8952
num_leaves=6
num_cat=0
split_feature=50 3 15 52 48
split_gain=4.44394e-05 4.08744e-05 3.46743e-05 7.13785e-05 6.08258e-05
threshold=0.079410000000000008 -0.10519499999999998 -0.016799999999999995 0.090245000000000006 0.083985000000000018
decision_type=2 2 2 2 2
left_child=1 -1 4 -4 -3
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leaf_value=0.00030506640972476578 -0.00039688469464026796 -0.00046328772676580563 0.00037717679060577226 -0.0002815829016407292 8.484955377891575e-05
leaf_weight=0.0017419541055207679 0.0010069397853331276 0.0014955340999398561 0.0016590499363432082 0.0010218759058483581 0.0016230356207497629
leaf_count=348 609 690 698 374 402
internal_value=0 4.16731e-05 -3.74406e-05 0.00012608 -0.000178014
internal_weight=0 0.00754145 0.0057995 0.00268093 0.00311857
internal_count=3121 2512 2164 1072 1092
is_linear=0
shrinkage=0.00196078


Tree=8953
num_leaves=7
num_cat=0
split_feature=484 160 49 52 4 2
split_gain=4.29204e-05 4.85743e-05 3.54954e-05 3.66669e-05 5.44383e-05 3.83719e-05
threshold=0.073690000000000019 -1.0000000180025095e-35 -0.081404999999999991 0.077655000000000016 0.0067750000000000006 0.10731
decision_type=2 2 2 2 2 2
left_child=1 -1 -3 4 -4 -6
right_child=-2 2 3 -5 5 -7
leaf_value=-0.00046052208328028528 0.00036164725996658362 0.00033254212294500125 -0.00055746946438668752 0.00015892563860858677 0.0001404736175581809 -0.00033704901145953332
leaf_weight=0.001026761883192462 0.0010362011959904934 0.0010288519847164689 0.0010358250315831239 0.0019132686520742055 0.0017961451390821114 0.0010112087373517207
leaf_count=613 394 173 797 648 276 220
internal_value=0 -6.30562e-05 -2.9111e-06 -6.28668e-05 -0.000173283 -3.153e-05
internal_weight=0 0.00781206 0.0067853 0.00575645 0.00384318 0.00280735
internal_count=3121 2727 2114 1941 1293 496
is_linear=0
shrinkage=0.00196078


Tree=8954
num_leaves=6
num_cat=0
split_feature=160 133 16 0 2
split_gain=9.55701e-06 3.0338e-05 4.66434e-05 5.00762e-05 2.99122e-05
threshold=1.0000000180025095e-35 1.0000000180025095e-35 0.0065250000000000004 -0.10151999999999999 0.091185000000000002
decision_type=2 2 2 2 2
left_child=1 2 3 4 -1
right_child=-2 -3 -4 -5 -6
leaf_value=0.01909733970647088 -0.0073278851959000168 -0.011942582567148516 0.018270833876011982 -0.02001255364800331 -0.0044912739419058281
leaf_weight=0.0010231410055737519 0.0014644910029032896 0.0013014956740347149 0.0017628302707988295 0.0010400802568992129 0.0011327550124716687
leaf_count=142 531 893 430 922 203
internal_value=0 0.00164565 0.00521204 -0.00199091 0.00670337
internal_weight=0 0.0062603 0.00495881 0.00319598 0.0021559
internal_count=3121 2590 1697 1267 345
is_linear=0
shrinkage=0.1


Tree=8955
num_leaves=7
num_cat=0
split_feature=50 3 51 16 13 16
split_gain=2.97885e-05 2.8786e-05 3.19116e-05 4.64811e-05 5.33468e-05 4.60207e-05
threshold=0.079410000000000008 -0.10519499999999998 -0.076794999999999988 -0.084119999999999986 -1.0000000180025095e-35 -0.48836499999999994
decision_type=2 2 2 2 2 2
left_child=1 -1 -3 5 -5 -4
right_child=-2 2 3 4 -6 -7
leaf_value=0.00025339798580881786 -0.00032492714836118095 -0.00031887166209549039 0.00016380866751121765 -6.2103083536683279e-05 0.00053263051588256993 -0.00038903722405859422
leaf_weight=0.0017609793111011025 0.0010093038808163422 0.0011918108941682288 0.0010105198393589331 0.001150269186016439 0.0011693288924368964 0.0013553423654875194
leaf_count=348 609 419 208 790 207 540
internal_value=0 3.34936e-05 -3.23954e-05 4.04738e-05 0.000237707 -0.000152903
internal_weight=0 0.00763825 0.00587727 0.00468546 0.0023196 0.00236586
internal_count=3121 2512 2164 1745 997 748
is_linear=0
shrinkage=0.00196078


Tree=8956
num_leaves=6
num_cat=0
split_feature=43 43 3 0 49
split_gain=1.88717e-05 2.81614e-05 2.72042e-05 3.18289e-05 2.77397e-05
threshold=-0.24021999999999996 -0.067199999999999996 -0.090569999999999984 -0.10011499999999998 -0.006494999999999999
decision_type=2 2 2 2 2
left_child=-1 -2 -3 4 -4
right_child=1 2 3 -5 -6
leaf_value=-0.00024901855763141093 0.0002461308197674906 0.00025524021574687664 -0.00022238468406463136 -0.00032424663947260707 0.00017472445744404718
leaf_weight=0.0010405684484728946 0.0017982843384038872 0.001000916579855452 0.0011012377881115536 0.0015963539489190948 0.0017526811376250631
leaf_count=166 1187 317 140 1062 249
internal_value=0 3.33559e-05 -3.68361e-05 -0.000102527 2.14925e-05
internal_weight=0 0.00724947 0.00545119 0.00445027 0.00285392
internal_count=3121 2955 1768 1451 389
is_linear=0
shrinkage=0.00196078


Tree=8957
num_leaves=6
num_cat=0
split_feature=51 1 2 3 4
split_gain=1.02975e-05 1.49489e-05 3.55786e-05 7.47551e-05 3.63324e-05
threshold=-0.076794999999999988 0.10937500000000001 0.10613000000000002 -0.08824499999999999 -0.0029599999999999995
decision_type=2 2 2 2 2
left_child=-1 2 3 -2 -5
right_child=1 -3 -4 4 -6
leaf_value=-0.0081925404919076152 -0.018911361399352022 0.0097128051066219506 -0.016587170806025467 0.025300638236352337 0.0014844849349214739
leaf_weight=0.0012950557396438113 0.0010478504476988731 0.0016730194039018733 0.0011509643020095649 0.0012185157897046748 0.0013504464474705085
leaf_count=537 502 454 250 977 401
internal_value=0 0.00157995 -0.00127388 0.00359921 0.012781
internal_weight=0 0.0064408 0.00476778 0.00361681 0.00256896
internal_count=3121 2584 2130 1880 1378
is_linear=0
shrinkage=0.1


Tree=8958
num_leaves=5
num_cat=0
split_feature=52 15 1 15
split_gain=9.57104e-06 2.44783e-05 6.20604e-05 3.66648e-05
threshold=0.11434500000000002 -0.016799999999999995 0.11181500000000001 0.035560000000000008
decision_type=2 2 2 2
left_child=1 2 -1 -3
right_child=-2 3 -4 -5
leaf_value=0.0076631977401048048 -0.0083797242129954579 0.017309950410094848 -0.020181593953149349 -0.003793748470440934
leaf_weight=0.0017970361888048729 0.0011703112425553146 0.0017689316634433886 0.0014433216308796619 0.0015399204629693217
leaf_count=882 501 423 333 982
internal_value=0 0.00143843 -0.00473944 0.00748841
internal_weight=0 0.00654921 0.00324036 0.00330885
internal_count=3121 2620 1215 1405
is_linear=0
shrinkage=0.1


Tree=8959
num_leaves=6
num_cat=0
split_feature=457 1 42 0 43
split_gain=1.43509e-05 2.95891e-05 1.88285e-05 3.77438e-05 2.11956e-05
threshold=0.045365000000000009 0.12408500000000001 0.088915000000000008 -0.10836499999999999 -0.0030899999999999994
decision_type=2 2 2 2 2
left_child=1 2 3 -1 -5
right_child=-2 -3 -4 4 -6
leaf_value=-0.00026526651955933073 0.00021150349774864881 0.00025432483013232817 -0.00029379829371273594 0.00029369968693081135 -4.1121529011141582e-05
leaf_weight=0.0016928194212659908 0.0010302496982287149 0.0011355753293102811 0.0013593422325854235 0.0012664933871001111 0.0017061646144905518
leaf_count=290 289 271 778 999 494
internal_value=0 -3.60046e-05 -9.07267e-05 -3.15594e-05 0.000101528
internal_weight=0 0.00716039 0.00602482 0.00466548 0.00297266
internal_count=3121 2832 2561 1783 1493
is_linear=0
shrinkage=0.00196078


Tree=8960
num_leaves=6
num_cat=0
split_feature=4 0 0 4 43
split_gain=1.01664e-05 1.57306e-05 2.47486e-05 3.19175e-05 2.518e-05
threshold=0.27287000000000006 -0.14920999999999998 -0.10011499999999998 -0.025314999999999994 -0.0030899999999999994
decision_type=2 2 2 2 2
left_child=1 -1 -3 4 -4
right_child=-2 2 3 -5 -6
leaf_value=-0.011317374838659001 0.0083564175484538636 0.012965279155463531 0.012736572837262136 -0.016899868421542903 -0.0064876601883280434
leaf_weight=0.0013297358249744207 0.0012128299317623326 0.001275947093355359 0.0013242635085686429 0.0011696818977822449 0.0014033528488358363
leaf_count=180 352 299 876 890 524
internal_value=0 -0.00161641 0.000877136 -0.00308043 0.00284575
internal_weight=0 0.00650298 0.00517325 0.0038973 0.00272762
internal_count=3121 2769 2589 2290 1400
is_linear=0
shrinkage=0.1


Tree=8961
num_leaves=7
num_cat=0
split_feature=457 1 4 0 4 4
split_gain=1.96131e-05 4.07746e-05 2.50239e-05 4.14624e-05 5.27934e-05 2.30127e-05
threshold=0.045365000000000009 0.12408500000000001 -0.082109999999999975 -0.10011499999999998 0.25615500000000008 -0.42529999999999996
decision_type=2 2 2 2 2 2
left_child=1 2 5 4 -4 -1
right_child=-2 -3 3 -5 -6 -7
leaf_value=-0.00015063706948638593 0.00024532737459208477 0.00029717856050344568 0.00019685087184727009 -0.00048737411045305832 -0.00036787872548300682 0.00024507785364000125
leaf_weight=0.0010737643324544078 0.001038814186144787 0.001143985891245038 0.0014125929711786829 0.0012990536942200656 0.0011583208664971969 0.001192536760788134
leaf_count=177 289 271 239 1477 133 535
internal_value=0 -4.26761e-05 -0.000106035 -0.000201856 -5.75871e-05 5.75897e-05
internal_weight=0 0.00728025 0.00613627 0.00386997 0.00257091 0.0022663
internal_count=3121 2832 2561 1849 372 712
is_linear=0
shrinkage=0.00196078


Tree=8962
num_leaves=7
num_cat=0
split_feature=4 0 42 15 47 16
split_gain=2.8066e-05 4.48776e-05 2.78017e-05 7.42591e-05 3.44057e-05 2.68652e-05
threshold=-0.46376499999999993 -0.019414999999999998 0.091295000000000015 0.035560000000000008 1.0000000180025095e-35 -0.014034999999999997
decision_type=2 2 2 2 2 2
left_child=-1 2 3 4 5 -2
right_child=1 -3 -4 -5 -6 -7
leaf_value=-0.00031202349506348769 -2.8559129378289453e-06 0.00041327001964260534 0.00024388956206098533 -0.0005076569404826876 -0.0001791626032200955 0.00041096384166096778
leaf_weight=0.001013931375469854 0.0012955534071831059 0.0010415735470386614 0.0012021968291959393 0.0012335270653087167 0.0016217415015409463 0.0011285613202332103
leaf_count=183 487 196 635 812 313 495
internal_value=0 3.54889e-05 -2.52196e-05 -8.64999e-05 4.19052e-05 0.0001898
internal_weight=0 0.00752315 0.00648158 0.00527938 0.00404586 0.00242411
internal_count=3121 2938 2742 2107 1295 982
is_linear=0
shrinkage=0.00196078


Tree=8963
num_leaves=7
num_cat=0
split_feature=1 42 157 16 1 15
split_gain=2.27568e-05 3.03576e-05 3.39533e-05 3.43389e-05 1.98861e-05 4.65258e-05
threshold=0.12408500000000001 0.092145000000000019 -1.0000000180025095e-35 0.13751500000000003 0.094090000000000021 0.035560000000000008
decision_type=2 2 2 2 2 2
left_child=1 2 -1 4 5 -4
right_child=-2 -3 3 -5 -6 -7
leaf_value=-0.00032264999968182245 0.00024497734107662214 -0.00035992797673363447 -0.00037462582782531954 0.00037574334895784493 0.00015582905702676074 0.00017743902485350144
leaf_weight=0.0010006160679379766 0.0012235089330874605 0.0010070790494899774 0.0013083167282379252 0.0011195971435707898 0.0016010941397825861 0.0010644066642768305
leaf_count=487 289 561 488 210 312 774
internal_value=0 -4.45576e-05 7.55944e-06 7.243e-05 -1.30265e-05 -0.000126969
internal_weight=0 0.00710111 0.00609403 0.00509341 0.00397382 0.00237272
internal_count=3121 2832 2271 1784 1574 1262
is_linear=0
shrinkage=0.00196078


Tree=8964
num_leaves=7
num_cat=0
split_feature=457 1 4 0 1 2
split_gain=1.57501e-05 2.98489e-05 3.5118e-05 3.40343e-05 2.17873e-05 1.88056e-05
threshold=0.045365000000000009 0.11588000000000001 -0.082109999999999975 -0.10011499999999998 0.097525000000000014 0.095195000000000016
decision_type=2 2 2 2 2 2
left_child=1 2 5 4 -4 -1
right_child=-2 -3 3 -5 -6 -7
leaf_value=0.00028805572628158653 0.00022329828478517919 0.00019631990789901107 0.00010462565396008503 -0.00049832716658553173 -0.00028459520506369504 -7.5043383592417656e-05
leaf_weight=0.0010011621835700792 0.0010428097022892749 0.0016624611881859742 0.0011333236671683079 0.0011736591925536879 0.0010796963348693673 0.0012126297654260626
leaf_count=526 289 382 222 1398 124 180
internal_value=0 -3.43942e-05 -0.00010288 -0.000228415 -8.52688e-05 8.91641e-05
internal_weight=0 0.00726293 0.00560047 0.00338668 0.00221302 0.00221379
internal_count=3121 2832 2450 1744 346 706
is_linear=0
shrinkage=0.00196078


Tree=8965
num_leaves=6
num_cat=0
split_feature=1 47 4 1 12
split_gain=1.03645e-05 1.78349e-05 3.05259e-05 4.43932e-05 3.67118e-05
threshold=0.12408500000000001 0.092530000000000015 -0.059649999999999988 0.094090000000000021 0.088305000000000008
decision_type=2 2 2 2 2
left_child=1 2 4 -4 -1
right_child=-2 -3 3 -5 -6
leaf_value=-0.022022866651997423 0.0087624514721545334 -0.013433057866239238 -0.0038369316651996077 0.020351464960738697 0.0026106757301767275
leaf_weight=0.0010252063087952529 0.0011376647528543145 0.0010636288310777557 0.0016306436035031582 0.0014190584646000832 0.0014760315280634379
leaf_count=597 289 264 995 340 636
internal_value=0 -0.00157064 0.000702351 0.00741818 -0.00748611
internal_weight=0 0.00661457 0.00555094 0.0030497 0.00250124
internal_count=3121 2832 2568 1335 1233
is_linear=0
shrinkage=0.1


Tree=8966
num_leaves=6
num_cat=0
split_feature=157 42 0 12 0
split_gain=1.03241e-05 2.6469e-05 3.01186e-05 3.05115e-05 2.63069e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.060129999999999996 0.088615000000000013 -0.14920999999999998
decision_type=2 2 2 2 2
left_child=-1 -2 3 4 -3
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leaf_value=-0.0095072229503809155 -0.011843532471816041 -0.0030604332043062919 0.01539216585308875 -0.014720532465916415 0.017040161695008771
leaf_weight=0.0010042956963166715 0.0012387448680922959 0.0016071092869016906 0.0017016171826939527 0.0010926274250578467 0.0010945540737350751
leaf_count=571 795 198 341 544 672
internal_value=0 0.00136151 0.00433785 -0.000619649 0.00508314
internal_weight=0 0.00673465 0.00549591 0.00379429 0.00270166
internal_count=3121 2550 1755 1414 870
is_linear=0
shrinkage=0.1


Tree=8967
num_leaves=7
num_cat=0
split_feature=484 49 52 15 15 3
split_gain=3.12305e-05 3.17428e-05 5.27358e-05 6.85842e-05 7.59851e-05 3.91388e-05
threshold=0.073690000000000019 -0.081404999999999991 -0.07167999999999998 -0.11713499999999999 -0.031204999999999997 -0.082974999999999979
decision_type=2 2 2 2 2 2
left_child=1 -1 -3 -4 -5 -6
right_child=-2 2 3 4 5 -7
leaf_value=0.00025857091790998713 0.00032005438255679333 -0.00047559807387267521 -0.00043943520103689802 0.00049809094151278958 0.00020598475569543907 -0.00025935581136070297
leaf_weight=0.0011167034641203569 0.0010098151485222031 0.001173498559070122 0.0011555167824371104 0.0012806492534837275 0.0011500624690309793 0.0017558367703020606
leaf_count=213 394 591 317 415 578 613
internal_value=0 -4.68737e-05 -9.92239e-05 -1.65453e-05 0.000100175 -7.51888e-05
internal_weight=0 0.00763227 0.00651556 0.00534207 0.00418655 0.0029059
internal_count=3121 2727 2514 1923 1606 1191
is_linear=0
shrinkage=0.00196078


Tree=8968
num_leaves=6
num_cat=0
split_feature=42 49 12 15 16
split_gain=9.45917e-06 4.13932e-05 2.02536e-05 0.000102676 5.70256e-05
threshold=0.091295000000000015 -0.054319999999999993 0.051320000000000005 -0.040439999999999997 -0.078844999999999985
decision_type=2 2 2 2 2
left_child=1 -1 3 -3 -4
right_child=-2 2 4 -5 -6
leaf_value=-0.018579916650674266 0.0073528396190640222 -0.0074875000765442573 0.012948131887890475 0.032640880823875229 -0.017688870798807488
leaf_weight=0.0011813357689092856 0.0014124335594538056 0.0016310157514579792 0.0010758560178573818 0.001046900852592114 0.0013957111717117594
leaf_count=311 703 322 709 193 883
internal_value=0 -0.0016977 0.00217523 0.00820023 -0.0043528
internal_weight=0 0.00633082 0.00514948 0.00267792 0.00247157
internal_count=3121 2418 2107 515 1592
is_linear=0
shrinkage=0.1


Tree=8969
num_leaves=6
num_cat=0
split_feature=49 42 2 43 1
split_gain=9.38572e-06 2.48665e-05 2.29336e-05 2.44033e-05 2.31943e-05
threshold=-0.081404999999999991 0.088915000000000008 0.10613000000000002 -0.0037449999999999996 0.08844500000000001
decision_type=2 2 2 2 2
left_child=-1 2 3 -2 -5
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leaf_value=0.0087534929075173788 -0.004005386775151761 -0.013870852848833418 -0.0074044020319798069 0.00200596967964457 0.02290476722777542
leaf_weight=0.001048743934137575 0.0013863892716926593 0.0012936770467955978 0.0018616305845382984 0.0010058398281679358 0.0011250465557616465
leaf_count=240 1053 848 430 359 191
internal_value=0 -0.001423 0.00157083 0.00632125 0.0130399
internal_weight=0 0.00667258 0.00537891 0.00351728 0.00213089
internal_count=3121 2881 2033 1603 550
is_linear=0
shrinkage=0.1


Tree=8970
num_leaves=7
num_cat=0
split_feature=484 49 52 15 43 16
split_gain=1.75802e-05 3.33775e-05 4.90577e-05 5.24265e-05 3.30012e-05 2.54858e-05
threshold=0.044540000000000003 -0.081404999999999991 -1.0000000180025095e-35 -0.10469999999999999 -0.014584999999999999 -0.074319999999999983
decision_type=2 2 2 2 2 2
left_child=1 -1 -3 -4 -5 -6
right_child=-2 2 3 4 5 -7
leaf_value=0.00027769343052748158 0.00023808641175899592 -0.00038091749020292565 -0.00033875439335651384 -0.00013425404734323707 6.2186921370055613e-05 0.00048288784997091363
leaf_weight=0.0010921405692378809 0.0010047822584521339 0.0016744707700411558 0.0012073205455516885 0.0011337292106449611 0.0010839174771993371 0.0011315799132486995
leaf_count=213 435 855 288 602 497 231
internal_value=0 -3.84965e-05 -9.39167e-05 1.15523e-05 0.00013783 0.000277063
internal_weight=0 0.00732316 0.00623102 0.00455655 0.00334923 0.0022155
internal_count=3121 2686 2473 1618 1330 728
is_linear=0
shrinkage=0.00196078


Tree=8971
num_leaves=6
num_cat=0
split_feature=457 1 160 16 0
split_gain=2.11817e-05 3.80346e-05 2.50231e-05 4.43808e-05 4.58996e-05
threshold=0.045365000000000009 0.12408500000000001 -0.073679999999999982 -0.056919999999999991 -0.11756999999999999
decision_type=2 2 2 2 2
left_child=1 2 -1 4 -4
right_child=-2 -3 3 -5 -6
leaf_value=0.00015429004716680425 0.00025633492414480516 0.00028375882514882969 -0.00030828915246386955 -0.00039218456521273833 0.00018506899103338763
leaf_weight=0.0011724721464644134 0.0010441242884418516 0.001158545856954173 0.0012160862455498915 0.0019784296916005042 0.0017953959087157155
leaf_count=614 289 271 178 814 955
internal_value=0 -4.21934e-05 -0.000103473 -0.00016404 -1.41572e-05
internal_weight=0 0.00732093 0.00616238 0.00498991 0.00301148
internal_count=3121 2832 2561 1947 1133
is_linear=0
shrinkage=0.00196078


Tree=8972
num_leaves=6
num_cat=0
split_feature=42 49 1 4 13
split_gain=9.93208e-06 3.75798e-05 3.83056e-05 3.48618e-05 2.02115e-05
threshold=0.091295000000000015 -0.00064499999999999985 0.111945 -0.0016099999999999997 -0.077799999999999994
decision_type=2 2 2 2 2
left_child=1 -1 3 4 -3
right_child=-2 2 -4 -5 -6
leaf_value=-0.014283470074740201 0.0075345922719069168 0.015899645834722791 0.018456421743170973 -0.01510971656350845 -0.0038328615399958843
leaf_weight=0.001733095671943876 0.0014133595781042965 0.0010011080889480454 0.0011882548055754975 0.0013202641006792911 0.0010780600213791682
leaf_count=562 703 438 233 389 796
internal_value=0 -0.00173828 0.00300093 -0.00240146 0.00566823
internal_weight=0 0.00632078 0.00458769 0.00339943 0.00207917
internal_count=3121 2418 1856 1623 1234
is_linear=0
shrinkage=0.1


Tree=8973
num_leaves=7
num_cat=0
split_feature=457 42 15 16 1 13
split_gain=2.63979e-05 2.8172e-05 2.85826e-05 7.20684e-05 3.22997e-05 1.34964e-05
threshold=0.045365000000000009 -0.084624999999999992 -0.15026499999999995 -0.18708499999999997 0.088485000000000022 -0.084154999999999994
decision_type=2 2 2 2 2 2
left_child=1 -1 -3 -4 5 -5
right_child=-2 2 3 4 -6 -7
leaf_value=0.00024111472951253248 0.00028679783446700644 0.00018381482156470591 -0.00058066045058116958 -4.4694941723509418e-05 -0.00024078796943002813 0.00025858316862489199
leaf_weight=0.0011292661542801497 0.0010618860829083301 0.0011496469673105986 0.0011909839865405646 0.0010317950684012611 0.0016247078460608013 0.0012447180176966203
leaf_count=422 289 319 196 487 620 788
internal_value=0 -4.3876e-05 -9.54361e-05 -0.000158482 -2.95966e-05 0.000121127
internal_weight=0 0.00737112 0.00624185 0.0050922 0.00390122 0.00227651
internal_count=3121 2832 2410 2091 1895 1275
is_linear=0
shrinkage=0.00196078


Tree=8974
num_leaves=6
num_cat=0
split_feature=49 160 15 15 3
split_gain=9.32899e-06 2.60887e-05 2.91769e-05 4.09093e-05 6.54248e-05
threshold=-0.081404999999999991 1.0000000180025095e-35 0.035560000000000008 -0.016799999999999995 0.099930000000000005
decision_type=2 2 2 2 2
left_child=-1 2 3 4 -2
right_child=1 -3 -4 -5 -6
leaf_value=0.0087196736688615606 0.0096794054401294818 -0.016297692890111508 -0.012754594991927196 0.016684411757887721 -0.022064631146491889
leaf_weight=0.0010506454291921404 0.0016481450711939504 0.0010015908294007956 0.0011847710915214868 0.0017770622011080255 0.0010712675049457741
leaf_count=240 912 426 1022 350 171
internal_value=0 -0.00141702 0.00120641 0.00488498 -0.00282563
internal_weight=0 0.00668284 0.00568125 0.00449647 0.00271941
internal_count=3121 2881 2455 1433 1083
is_linear=0
shrinkage=0.1


Tree=8975
num_leaves=6
num_cat=0
split_feature=4 0 0 15 52
split_gain=2.60569e-05 5.27329e-05 2.9842e-05 3.3393e-05 3.83978e-05
threshold=-0.46376499999999993 -0.019414999999999998 -0.083914999999999976 -0.0063699999999999989 -0.0027449999999999996
decision_type=2 2 2 2 2
left_child=-1 2 3 4 -2
right_child=1 -3 -4 -5 -6
leaf_value=-0.00029599234125375189 -0.00033347088660555974 0.00045064267595395743 -0.00023848989390407022 0.00031238086032874852 0.00011651391244624187
leaf_weight=0.0010092753160101968 0.0011747696213374114 0.0010331746238193169 0.0018264482291153314 0.0013816102484565402 0.0019216874823394581
leaf_count=183 467 196 1259 509 507
internal_value=0 4.00322e-05 -2.72581e-05 5.8896e-05 -5.42065e-05
internal_weight=0 0.00733769 0.00630452 0.00447807 0.00309646
internal_count=3121 2938 2742 1483 974
is_linear=0
shrinkage=0.00196078


Tree=8976
num_leaves=7
num_cat=0
split_feature=50 4 151 12 2 0
split_gain=2.66845e-05 4.18574e-05 2.92527e-05 3.41051e-05 4.8583e-05 2.66843e-05
threshold=1.0000000180025095e-35 0.36766000000000004 -0.016164999999999995 0.089735000000000023 0.089885000000000007 -0.053834999999999994
decision_type=2 2 2 2 2 2
left_child=1 2 -1 4 -4 -5
right_child=-2 -3 3 5 -6 -7
leaf_value=0.00028042573524572839 -0.00030520558202149834 0.00039655443181695348 -0.00049412295352369148 0.00033163448511971472 -5.6144116493589855e-06 -0.00010626633837369777
leaf_weight=0.0010097352158430339 0.0010120330292791198 0.0010518793239132984 0.0013516703571700935 0.001048812744529243 0.0018594627182346255 0.0010921159945609599
leaf_count=366 627 303 703 609 326 187
internal_value=0 3.42231e-05 -2.56858e-05 -8.34377e-05 -0.000211244 0.000108255
internal_weight=0 0.00741368 0.0063618 0.00535206 0.00321113 0.00214093
internal_count=3121 2494 2191 1825 1029 796
is_linear=0
shrinkage=0.00196078


Tree=8977
num_leaves=6
num_cat=0
split_feature=4 13 3 15 0
split_gain=1.09583e-05 1.61425e-05 2.78829e-05 3.11552e-05 5.57177e-05
threshold=0.27287000000000006 -0.13710499999999998 -0.10519499999999998 0.088235000000000022 -0.12333499999999999
decision_type=2 2 2 2 2
left_child=1 -1 -3 4 -4
right_child=-2 2 3 -5 -6
leaf_value=-0.012771588438725699 0.0086505388366037318 0.014133455056186692 0.0080626157674921414 0.011331313406215855 -0.019087724442969883
leaf_weight=0.0010907555380096617 0.001221447928285305 0.001183471039100643 0.001256817266687995 0.0010922369076048297 0.0018963359057365481
leaf_count=172 352 269 175 639 1514
internal_value=0 -0.00167052 0.00055988 -0.00322397 -0.00826585
internal_weight=0 0.00651962 0.00542886 0.00424539 0.00315315
internal_count=3121 2769 2597 2328 1689
is_linear=0
shrinkage=0.1


Tree=8978
num_leaves=6
num_cat=0
split_feature=47 13 1 15 13
split_gain=1.07299e-05 2.10896e-05 2.42046e-05 4.68222e-05 3.85978e-05
threshold=0.09550500000000002 -0.13710499999999998 0.095285000000000022 -1.0000000180025095e-35 -0.0034749999999999994
decision_type=2 2 2 2 2
left_child=1 -1 3 -3 -5
right_child=-2 2 -4 4 -6
leaf_value=-0.01451415561493612 0.0070723293149293686 -0.02224880783617246 0.010319816880367906 0.016554050925444826 -0.0098028289976417292
leaf_weight=0.0011006385287873535 0.0016648933610833114 0.0010045849944210605 0.0017330951656772068 0.001144826666134137 0.0010795496922245496
leaf_count=227 314 856 580 805 339
internal_value=0 -0.00199112 0.000786626 -0.00433017 0.00376235
internal_weight=0 0.0060627 0.00496206 0.00322896 0.00222438
internal_count=3121 2807 2580 2000 1144
is_linear=0
shrinkage=0.1


Tree=8979
num_leaves=6
num_cat=0
split_feature=457 1 2 0 12
split_gain=1.89423e-05 2.77409e-05 2.8969e-05 4.04327e-05 5.72343e-05
threshold=0.045365000000000009 0.12500000000000003 0.11293500000000002 -0.10224499999999999 0.090020000000000017
decision_type=2 2 2 2 2
left_child=1 2 3 -1 -5
right_child=-2 -3 -4 4 -6
leaf_value=-0.00041800000691755049 0.00024498226735259951 0.00025702949018819286 0.00016462185141461442 0.00020995654684121418 -0.00031899084881283388
leaf_weight=0.0015888706640144034 0.0010189990823552273 0.0010280557162376152 0.0013295862015100602 0.0017008541604485467 0.0014629758186098839
leaf_count=322 289 261 323 1101 825
internal_value=0 -4.08699e-05 -9.12222e-05 -0.000162796 -3.46322e-05
internal_weight=0 0.00711034 0.00608229 0.0047527 0.00316383
internal_count=3121 2832 2571 2248 1926
is_linear=0
shrinkage=0.00196078


Tree=8980
num_leaves=6
num_cat=0
split_feature=457 2 52 15 13
split_gain=2.20974e-05 3.22844e-05 5.65369e-05 4.4701e-05 8.07745e-05
threshold=0.045365000000000009 0.11293500000000002 0.10160000000000001 -0.055554999999999993 -0.0034749999999999994
decision_type=2 2 2 2 2
left_child=1 2 3 -1 -5
right_child=-2 -3 -4 4 -6
leaf_value=-0.00030167425656691218 0.00026078476753870009 0.00018138103355802847 -0.00052132469450136851 0.00041537601506509968 -0.00023830014140286155
leaf_weight=0.0014455006742312986 0.0010579069886703088 0.0018502570653098835 0.0010748011949710898 0.0016062578695281223 0.001327406108187583
leaf_count=621 289 481 472 852 406
internal_value=0 -4.24288e-05 -0.000118356 -1.94536e-05 0.000119605
internal_weight=0 0.00730422 0.00545397 0.00437916 0.00293366
internal_count=3121 2832 2351 1879 1258
is_linear=0
shrinkage=0.00196078


Tree=8981
num_leaves=6
num_cat=0
split_feature=48 0 1 0 16
split_gain=9.63795e-06 5.03472e-05 2.74393e-05 5.89088e-05 4.58089e-05
threshold=0.083685000000000009 -0.18113999999999997 0.111945 -0.10224499999999999 -0.056919999999999991
decision_type=2 2 2 2 2
left_child=2 -2 3 -1 -5
right_child=1 -3 -4 4 -6
leaf_value=-0.026449303448139068 -0.008942775747552336 0.020332251743542064 0.010215137794582239 0.014199574107459357 -0.010625019879149621
leaf_weight=0.0010796470725673302 0.0012076159327570751 0.001143958562892026 0.0013096386143402715 0.0013770874836179785 0.001615209247054441
leaf_count=283 90 503 354 965 926
internal_value=0 0.0052985 -0.00237576 -0.00642531 0.000799528
internal_weight=0 0.00235157 0.00538158 0.00407194 0.0029923
internal_count=3121 593 2528 2174 1891
is_linear=0
shrinkage=0.1


Tree=8982
num_leaves=6
num_cat=0
split_feature=52 12 1 0 4
split_gain=9.50864e-06 1.95423e-05 4.96646e-05 4.81669e-05 4.88213e-05
threshold=0.11434500000000002 0.097825000000000009 0.11181500000000001 -0.17169499999999996 -0.0060199999999999993
decision_type=2 2 2 2 2
left_child=1 2 3 -1 -5
right_child=-2 -3 -4 4 -6
leaf_value=0.022559272154553681 -0.0083199928905078602 0.012537123871222728 -0.018590827144652454 0.0068657409168299743 -0.02029599229649259
leaf_weight=0.0010529401076648944 0.0011752302733928242 0.0012788464493355403 0.0012564804184158306 0.0019496284813797496 0.0010017794382511038
leaf_count=121 501 409 311 1345 434
internal_value=0 0.00144979 -0.00124541 0.00419721 -0.00235361
internal_weight=0 0.00653967 0.00526083 0.00400435 0.00295141
internal_count=3121 2620 2211 1900 1779
is_linear=0
shrinkage=0.1


Tree=8983
num_leaves=6
num_cat=0
split_feature=457 1 15 2 1
split_gain=2.38899e-05 3.10018e-05 3.4306e-05 5.24591e-05 3.1626e-05
threshold=0.045365000000000009 0.12500000000000003 1.0000000180025095e-35 0.10912000000000001 0.086560000000000012
decision_type=2 2 2 2 2
left_child=1 2 3 4 -1
right_child=-2 -3 -4 -5 -6
leaf_value=3.2372341525205348e-05 0.00027809712793671205 0.00027194959152434519 -0.00033717280166004298 0.00030833692546398635 -0.0003704719952623834
leaf_weight=0.0016361965347722787 0.0010078884033871685 0.001019170901167982 0.0016673610285760296 0.001389206088887319 0.0013821967047095943
leaf_count=708 289 261 1139 325 399
internal_value=0 -4.45128e-05 -9.76044e-05 -6.97752e-06 -0.0001521
internal_weight=0 0.00709413 0.00607496 0.0044076 0.00301839
internal_count=3121 2832 2571 1432 1107
is_linear=0
shrinkage=0.00196078


Tree=8984
num_leaves=6
num_cat=0
split_feature=12 160 2 15 15
split_gain=1.10401e-05 2.14653e-05 2.81925e-05 4.53153e-05 3.44706e-05
threshold=0.10388500000000002 1.0000000180025095e-35 0.113445 -0.055554999999999993 0.035560000000000008
decision_type=2 2 2 2 2
left_child=1 2 3 -1 -5
right_child=-2 -3 -4 4 -6
leaf_value=-0.017993766220358195 -0.0096626487465821392 -0.0096922739469497352 0.017442695136737445 0.014994425813994159 -0.0068378623223429719
leaf_weight=0.0010163785288800293 0.0010321721783459583 0.0013730973218645066 0.0012533088905154711 0.001838501780807319 0.001192109019297047
leaf_count=545 349 493 333 477 924
internal_value=0 0.00145053 0.00433719 0.000278559 0.00640656
internal_weight=0 0.0066734 0.0053003 0.00404699 0.00303061
internal_count=3121 2772 2279 1946 1401
is_linear=0
shrinkage=0.1


Tree=8985
num_leaves=7
num_cat=0
split_feature=4 0 16 1 13 16
split_gain=3.2816e-05 4.3251e-05 4.04816e-05 4.0228e-05 3.42752e-05 1.91089e-05
threshold=-0.46376499999999993 -0.019414999999999998 0.071345000000000006 1.0000000180025095e-35 -0.0025349999999999995 -0.074319999999999983
decision_type=2 2 2 2 2 2
left_child=-1 2 3 -2 -5 -6
right_child=1 -3 -4 4 5 -7
leaf_value=-0.00033242029177156962 -0.00028728638747714931 0.00041061401338705569 -0.00038047546524402101 0.00035350321458722068 -0.00015271277766599285 0.00017844052744447075
leaf_weight=0.001036052521977358 0.0011059079229473173 0.0010418500969100334 0.0010100200225220089 0.0016571085832834316 0.0014967274469104208 0.0012127924484680356
leaf_count=183 1300 196 367 726 195 154
internal_value=0 3.97949e-05 -1.98016e-05 4.67649e-05 0.000131368 -4.48717e-06
internal_weight=0 0.00752441 0.00648256 0.00547254 0.00436663 0.00270952
internal_count=3121 2938 2742 2375 1075 349
is_linear=0
shrinkage=0.00196078


Tree=8986
num_leaves=6
num_cat=0
split_feature=4 43 2 2 3
split_gain=9.71292e-06 2.79688e-05 1.7276e-05 3.27221e-05 1.33843e-05
threshold=-0.064804999999999988 -0.0030899999999999994 0.089775000000000008 0.11215000000000001 -0.0043399999999999992
decision_type=2 2 2 2 2
left_child=1 -1 4 -4 -2
right_child=2 -3 3 -5 -6
leaf_value=0.0063317982624379225 -0.012703957235016529 -0.013928120787322596 0.01825965779588359 -0.0028170083158432467 0.0036280394346027952
leaf_weight=0.0012400367912199003 0.0010048321556682762 0.001512517241976102 0.0014402237936731246 0.001507759606748598 0.0010023157004802712
leaf_count=730 717 518 544 472 140
internal_value=0 -0.00480094 0.00260774 0.0074799 -0.0045482
internal_weight=0 0.00275255 0.00495513 0.00294798 0.00200715
internal_count=3121 1248 1873 1016 857
is_linear=0
shrinkage=0.1


Tree=8987
num_leaves=7
num_cat=0
split_feature=457 15 16 2 3 4
split_gain=2.21197e-05 3.07877e-05 1.93134e-05 2.75563e-05 4.54138e-05 2.68392e-05
threshold=0.045365000000000009 0.088655000000000025 -0.43320999999999993 0.11293500000000002 0.088060000000000013 -0.084369999999999987
decision_type=2 2 2 2 2 2
left_child=1 2 -1 4 5 -4
right_child=-2 -3 3 -5 -6 -7
leaf_value=-0.00023405973082637693 0.0002690153504779701 -0.00034746560828808752 -0.00013293126646479376 0.00035344179002184722 -0.0003425055775612221 0.00025788676158927784
leaf_weight=0.0010060507352997539 0.0010212004237571412 0.0010625564644240479 0.0010459267582483217 0.0010088254933462481 0.0011312348792162598 0.0019079920760176686
leaf_count=252 289 662 421 295 108 1094
internal_value=0 -3.94496e-05 1.42033e-05 6.32347e-05 -8.43168e-06 0.000119505
internal_weight=0 0.00716259 0.00610003 0.00509398 0.00408515 0.00295392
internal_count=3121 2832 2170 1918 1623 1515
is_linear=0
shrinkage=0.00196078


Tree=8988
num_leaves=7
num_cat=0
split_feature=50 160 4 3 2 48
split_gain=3.66185e-05 3.05411e-05 2.97212e-05 4.21352e-05 3.29734e-05 6.38089e-05
threshold=0.079410000000000008 -0.081639999999999976 -0.35136499999999998 -0.091054999999999983 0.084055000000000005 0.091220000000000009
decision_type=2 2 2 2 2 2
left_child=1 -1 -3 -4 -5 -6
right_child=-2 2 3 4 5 -7
leaf_value=0.00035341137621857971 -0.00035796166804113409 -0.0002986637052434202 0.00036120810493148317 0.00021387216140578629 -0.00042327603296309438 0.00017694143263575379
leaf_weight=0.0010388035767167295 0.001000750682143582 0.0011236939303332074 0.001287642883216162 0.0012856164366760992 0.0015878852754929588 0.0011922635055418181
leaf_count=441 609 161 375 365 990 180
internal_value=0 4.13031e-05 -8.75314e-06 5.20998e-05 -4.57959e-05 -0.000165873
internal_weight=0 0.00751591 0.0064771 0.00535341 0.00406577 0.00278015
internal_count=3121 2512 2071 1910 1535 1170
is_linear=0
shrinkage=0.00196078


Tree=8989
num_leaves=6
num_cat=0
split_feature=3 13 3 4 16
split_gain=1.08685e-05 1.86736e-05 3.21332e-05 2.46797e-05 2.70852e-05
threshold=0.13524500000000003 -0.086919999999999983 0.097915000000000016 0.053180000000000012 -0.078844999999999985
decision_type=2 2 2 2 2
left_child=1 -1 3 4 -3
right_child=-2 2 -4 -5 -6
leaf_value=-0.012324950840067093 0.008877473945595361 0.012386560977745429 -0.013457942771608281 0.016192748925288138 -0.0081984606201602837
leaf_weight=0.0013048097633909092 0.0011614276517070499 0.0010382824771198057 0.001184124597795419 0.0013696878875626636 0.0016629221915909743
leaf_count=530 192 558 127 410 1304
internal_value=0 -0.00161761 0.001041 0.00525839 -0.00028604
internal_weight=0 0.00655983 0.00525502 0.00407089 0.0027012
internal_count=3121 2929 2399 2272 1862
is_linear=0
shrinkage=0.1


Tree=8990
num_leaves=6
num_cat=0
split_feature=42 160 43 16 0
split_gain=1.05299e-05 1.93783e-05 2.72746e-05 4.14728e-05 4.62408e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.074359999999999996 -0.056919999999999991 -0.15599999999999997
decision_type=2 2 2 2 2
left_child=-1 -2 -3 4 -4
right_child=1 2 3 -5 -6
leaf_value=-0.008225774818063707 -0.0086085169730706103 0.016635725565205598 -0.006462193232518146 -0.014762989803049915 0.021499334045315188
leaf_weight=0.0013040714592699584 0.001434113369258817 0.0013634012336751281 0.0011595008810270228 0.0012422104241154174 0.0012071811068970282
leaf_count=862 828 482 114 322 513
internal_value=0 0.00163235 0.00458603 3.37863e-05 0.00780023
internal_weight=0 0.00640641 0.00497229 0.00360889 0.00236668
internal_count=3121 2259 1431 949 627
is_linear=0
shrinkage=0.1


Tree=8991
num_leaves=5
num_cat=0
split_feature=15 1 47 4
split_gain=1.07648e-05 3.13816e-05 3.37955e-05 2.05754e-05
threshold=0.035560000000000008 1.0000000180025095e-35 0.077555000000000013 0.0052350000000000009
decision_type=2 2 2 2
left_child=1 -1 3 -3
right_child=-2 2 -4 -5
leaf_value=-0.0100143454905244 -0.0068241263226482777 0.0041683187224298007 -0.0032080025767863458 0.02298382947725891
leaf_weight=0.0015837389193962209 0.0017900649069056904 0.0010540404412026712 0.0019733475275175603 0.0012955230145200235
leaf_count=851 1180 399 343 348
internal_value=0 0.00202806 0.00643991 0.014543
internal_weight=0 0.00590665 0.00432291 0.00234956
internal_count=3121 1941 1090 747
is_linear=0
shrinkage=0.1


Tree=8992
num_leaves=6
num_cat=0
split_feature=13 3 12 1 0
split_gain=1.11619e-05 2.15709e-05 2.65774e-05 5.11497e-05 3.63341e-05
threshold=-0.23438999999999996 0.10893000000000001 0.092355000000000007 0.094385000000000011 -0.10224499999999999
decision_type=2 2 2 2 2
left_child=-1 2 3 4 -2
right_child=1 -3 -4 -5 -6
leaf_value=0.009751452085923755 -0.017548872886418054 -0.014770691964091993 -0.010785498677883946 0.022363246063076696 0.0057842982889078562
leaf_weight=0.0010134789806637992 0.0010047394628361697 0.0010364599579760041 0.001442068048793245 0.0012032679018338654 0.0019875302053615788
leaf_count=169 231 111 899 395 1316
internal_value=0 -0.00151171 0.000925921 0.00495131 -0.00205048
internal_weight=0 0.00667407 0.00563761 0.00419554 0.00299227
internal_count=3121 2952 2841 1942 1547
is_linear=0
shrinkage=0.1


Tree=8993
num_leaves=6
num_cat=0
split_feature=3 13 3 15 43
split_gain=9.89044e-06 1.7757e-05 2.55107e-05 2.04955e-05 4.88155e-05
threshold=0.13524500000000003 -0.086919999999999983 0.097915000000000016 -0.095244999999999982 -0.084004999999999982
decision_type=2 2 2 2 2
left_child=1 -1 3 -3 -5
right_child=-2 2 -4 4 -6
leaf_value=-0.011998311616869917 0.0085126743705261302 0.01617984873726069 -0.011892767814554872 0.014385644742923002 -0.011630441666259721
leaf_weight=0.0012985998902019921 0.0011532331427058081 0.0011430553879857516 0.0011764048072255701 0.0013388469038343497 0.0015634588875085721
leaf_count=530 192 368 127 535 1369
internal_value=0 -0.00153378 0.00106864 0.00483787 0.000370898
internal_weight=0 0.00652037 0.00522177 0.00404536 0.00290231
internal_count=3121 2929 2399 2272 1904
is_linear=0
shrinkage=0.1


Tree=8994
num_leaves=6
num_cat=0
split_feature=43 133 42 4 0
split_gain=1.05403e-05 3.34998e-05 4.438e-05 2.89045e-05 6.42033e-05
threshold=-0.092909999999999979 0.076280000000000014 0.082250000000000004 -0.062539999999999984 -0.14832499999999996
decision_type=2 2 2 2 2
left_child=-1 2 3 -2 -5
right_child=1 -3 -4 4 -6
leaf_value=-0.0070454151779167128 -0.010670945653971226 0.017932517761861579 -0.02008993154764184 -0.0030593668337225667 0.028098409077271836
leaf_weight=0.001670579079874104 0.0010714675507049066 0.0010745172062947613 0.0010233455948172416 0.0017641040472412242 0.0010579508270880012
leaf_count=465 526 833 673 184 440
internal_value=0 0.00193711 -0.00155848 0.0033122 0.00862127
internal_weight=0 0.00599139 0.00491687 0.00389352 0.00282205
internal_count=3121 2656 1823 1150 624
is_linear=0
shrinkage=0.1


Tree=8995
num_leaves=7
num_cat=0
split_feature=50 42 3 52 2 52
split_gain=5.17363e-05 2.67385e-05 3.28329e-05 4.72248e-05 5.34168e-05 5.46554e-05
threshold=0.079410000000000008 -1.0000000180025095e-35 -0.11255999999999998 0.090645000000000017 0.10803500000000001 -0.066844999999999988
decision_type=2 2 2 2 2 2
left_child=1 -1 -3 4 5 -4
right_child=-2 2 3 -5 -6 -7
leaf_value=-0.00020444271287859065 -0.00041981051219250294 0.00036692892327948664 -2.5836613294527164e-05 -0.00029679500889377713 -0.00019279211571392863 0.00057182437052250826
leaf_weight=0.0012944069913686761 0.0010116221478232599 0.0014237713494916863 0.0010387953905017845 0.0012693012660230851 0.0012101667451061473 0.0013564435517513357
leaf_count=704 609 248 373 382 285 520
internal_value=0 5.22287e-05 0.000104978 2.84685e-05 0.000142979 0.000312624
internal_weight=0 0.00759289 0.00629848 0.00487471 0.00360541 0.00239524
internal_count=3121 2512 1808 1560 1178 893
is_linear=0
shrinkage=0.00196078


Tree=8996
num_leaves=6
num_cat=0
split_feature=12 160 2 15 15
split_gain=1.10121e-05 1.87164e-05 2.2999e-05 4.49667e-05 3.33317e-05
threshold=0.10388500000000002 1.0000000180025095e-35 0.113445 -0.055554999999999993 0.035560000000000008
decision_type=2 2 2 2 2
left_child=1 2 3 -1 -5
right_child=-2 -3 -4 4 -6
leaf_value=-0.017854342846910662 -0.0096263781059141434 -0.008993827150545931 0.016025600390303357 0.015022306502221245 -0.0065002907505266232
leaf_weight=0.0010029130535890991 0.0010326888439298274 0.0013578574431586804 0.0012490316206712482 0.0018356072185118882 0.0011834932921826625
leaf_count=545 349 493 333 477 924
internal_value=0 0.00147533 0.00417225 0.000491209 0.00658541
internal_weight=0 0.0066289 0.00527105 0.00402201 0.0030191
internal_count=3121 2772 2279 1946 1401
is_linear=0
shrinkage=0.1


Tree=8997
num_leaves=6
num_cat=0
split_feature=42 160 43 16 0
split_gain=1.02505e-05 1.84298e-05 2.09164e-05 3.70615e-05 4.02519e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.074359999999999996 -0.056919999999999991 -0.15599999999999997
decision_type=2 2 2 2 2
left_child=-1 -2 -3 4 -4
right_child=1 2 3 -5 -6
leaf_value=-0.0081298977611688021 -0.0083910625082813176 0.015102050418678023 -0.0053762007441401083 -0.013509742225940839 0.020847491164841778
leaf_weight=0.0012943952523118488 0.0014232434607658623 0.0013559495086372143 0.0011556292369358683 0.0012338529437755513 0.0011860736439704329
leaf_count=862 828 482 114 322 513
internal_value=0 0.0016334 0.00452648 0.000515928 0.00790611
internal_weight=0 0.00635475 0.00493151 0.00357556 0.0023417
internal_count=3121 2259 1431 949 627
is_linear=0
shrinkage=0.1


Tree=8998
num_leaves=7
num_cat=0
split_feature=2 13 52 13 16 2
split_gain=2.06198e-05 2.47871e-05 2.79592e-05 2.20274e-05 1.42157e-05 1.3388e-05
threshold=0.099185000000000009 -0.086589999999999986 -0.0064899999999999992 -0.08971999999999998 -0.039889999999999988 0.083995000000000014
decision_type=2 2 2 2 2 2
left_child=1 -1 -3 -2 -5 -4
right_child=3 2 5 4 -6 -7
leaf_value=-0.00035786023483785651 0.0003205143586805006 -0.0002127755097741692 -2.0120132880387114e-05 0.00014234622129981553 -0.0001711071510914613 0.0002880951430798051
leaf_weight=0.0010162204915816122 0.0012513361533319054 0.0015575954353057677 0.0011006855330050614 0.0011879891526799333 0.0010460832333371545 0.0010671727227532831
leaf_count=482 200 643 481 317 402 596
internal_value=0 -8.64213e-05 -1.23788e-05 0.000112235 -4.42535e-06 0.000131605
internal_weight=0 0.00474167 0.00372545 0.00348541 0.00223407 0.00216786
internal_count=3121 2202 1720 919 719 1077
is_linear=0
shrinkage=0.00196078


Tree=8999
num_leaves=6
num_cat=0
split_feature=43 43 12 52 16
split_gain=1.05874e-05 3.01161e-05 1.60911e-05 3.36585e-05 3.14692e-05
threshold=-0.092909999999999979 -0.04890499999999999 0.090020000000000017 -0.0064899999999999992 -0.25582999999999995
decision_type=2 2 2 2 2
left_child=-1 -2 3 -3 -5
right_child=1 2 -4 4 -6
leaf_value=-0.0070491857961541091 0.017743194324558006 -0.010162212499272403 -0.011168789760388166 -0.0039503324494006 0.019520692181401365
leaf_weight=0.0016730104200447047 0.0010045461231245646 0.0014119966577030478 0.0012288878276218275 0.0010039277042744607 0.001325422407065774
leaf_count=465 990 346 604 196 520
internal_value=0 0.00195103 -0.00124076 0.00202021 0.0094049
internal_weight=0 0.00597478 0.00497023 0.00374135 0.00232935
internal_count=3121 2656 1666 1062 716
is_linear=0
shrinkage=0.1


Tree=9000
num_leaves=7
num_cat=0
split_feature=457 15 16 2 4 15
split_gain=2.37133e-05 3.08679e-05 1.76985e-05 1.99634e-05 3.52283e-05 4.91507e-05
threshold=0.045365000000000009 0.088655000000000025 -0.43320999999999993 0.10672500000000001 -0.084369999999999987 -0.055554999999999993
decision_type=2 2 2 2 2 2
left_child=1 2 -1 4 -4 -6
right_child=-2 -3 3 -5 5 -7
leaf_value=-0.00022583765215538885 0.00027887878320651465 -0.00035282638830249214 -0.00027204150844117642 0.00026317392380494374 -0.00016432807777329726 0.00040741527075601575
leaf_weight=0.001000661582135751 0.0010115160553382267 0.0010468950911745366 0.0013157224615981782 0.0013532811362818452 0.0011237561863481538 0.0011904851342390691
leaf_count=252 289 662 437 410 612 459
internal_value=0 -4.22121e-05 1.21304e-05 5.99156e-05 -1.58608e-05 0.000129786
internal_weight=0 0.0070308 0.00598391 0.00498324 0.00362996 0.00231424
internal_count=3121 2832 2170 1918 1508 1071
is_linear=0
shrinkage=0.00196078


Tree=9001
num_leaves=7
num_cat=0
split_feature=457 15 16 2 3 2
split_gain=2.62836e-05 3.07312e-05 2.40947e-05 2.92258e-05 3.00826e-05 2.47043e-05
threshold=0.045365000000000009 0.088655000000000025 -0.45661999999999997 0.11293500000000002 0.088060000000000013 0.088225000000000012
decision_type=2 2 2 2 2 2
left_child=1 2 -1 4 5 -4
right_child=-2 -3 3 -5 -6 -7
leaf_value=-0.00026686697182205094 0.00029046040146436683 -0.00035130195901639764 -5.790948646659972e-05 0.00036325813594735796 -0.00028125192925068475 0.00030430360496982523
leaf_weight=0.0010179400985571539 0.0010265293141880011 0.00107135457985294 0.0017277675692420542 0.0010046060316157681 0.0011359464835655015 0.0012460365170306683
leaf_count=228 289 662 987 299 108 548
internal_value=0 -4.49022e-05 8.6279e-06 6.34612e-05 -9.82246e-06 9.38593e-05
internal_weight=0 0.00720365 0.0061323 0.00511436 0.00410975 0.0029738
internal_count=3121 2832 2170 1942 1643 1535
is_linear=0
shrinkage=0.00196078


Tree=9002
num_leaves=7
num_cat=0
split_feature=4 0 2 1 12 0
split_gain=3.23628e-05 4.03545e-05 2.53548e-05 3.47238e-05 3.06542e-05 4.77923e-05
threshold=-0.46376499999999993 -0.019414999999999998 0.10005000000000001 0.11181500000000001 0.088245000000000004 -0.13027499999999997
decision_type=2 2 2 2 2 2
left_child=-1 2 4 -4 5 -2
right_child=1 -3 3 -5 -6 -7
leaf_value=-0.00033919577351673019 1.3803329519891127e-05 0.00039008698317700654 0.00038872973882915295 -8.2257055292851578e-05 7.0072219420663404e-05 -0.00056898219850287993
leaf_weight=0.0010131477791515816 0.0010798328296933275 0.0010523763277504733 0.0011092513499322866 0.0013156010733290455 0.0017638834542663059 0.0010841921530813862
leaf_count=183 169 196 451 259 960 903
internal_value=0 3.44515e-05 -2.44618e-05 0.000133196 -0.00012179 -0.000278176
internal_weight=0 0.00740514 0.00635276 0.00242485 0.00392791 0.00216402
internal_count=3121 2938 2742 710 2032 1072
is_linear=0
shrinkage=0.00196078


Tree=9003
num_leaves=7
num_cat=0
split_feature=457 15 42 43 16 4
split_gain=2.48678e-05 3.2606e-05 1.70201e-05 3.43308e-05 3.76118e-05 2.35765e-05
threshold=0.045365000000000009 0.088655000000000025 0.088915000000000008 -0.077604999999999993 -0.074319999999999983 -0.059649999999999988
decision_type=2 2 2 2 2 2
left_child=1 2 3 -1 -5 -6
right_child=-2 -3 -4 4 5 -7
leaf_value=0.00034606519042340491 0.00028848115973004065 -0.00035679765208196178 -0.00019489622698635233 -0.00025945276833105321 -6.8380231952595158e-05 0.00035232306524252322
leaf_weight=0.0012635973124744352 0.0010217208354891183 0.0010547835336497235 0.0011758215850197935 0.0015551905903448612 0.001009886990423097 0.0010390822727124531
leaf_count=658 289 662 516 557 213 226
internal_value=0 -3.86966e-05 1.68214e-05 6.79625e-05 -2.95387e-05 0.000144969
internal_weight=0 0.00709836 0.00604358 0.00486776 0.00360416 0.00204897
internal_count=3121 2832 2170 1654 996 439
is_linear=0
shrinkage=0.00196078


Tree=9004
num_leaves=7
num_cat=0
split_feature=457 52 0 4 4 2
split_gain=2.29076e-05 2.93244e-05 3.42914e-05 3.59973e-05 2.31461e-05 6.15813e-05
threshold=0.045365000000000009 0.11434500000000002 -0.060129999999999996 -0.35136499999999998 0.053180000000000012 0.10731
decision_type=2 2 2 2 2 2
left_child=1 2 4 -4 -1 -6
right_child=-2 -3 3 -5 5 -7
leaf_value=-0.00026955008587297244 0.00026902931886074803 -0.0003309742511419023 -3.270230146897044e-05 0.00046907877552862466 0.00034498791768802913 -0.00031396989348644216
leaf_weight=0.0017140076825633019 0.0010379405841943025 0.0011409364478559515 0.0011503080469159564 0.0010526901066820324 0.0011580256041204538 0.0010304041415392594
leaf_count=1483 289 489 182 255 231 192
internal_value=0 -4.24303e-05 1.14906e-05 0.000207071 -9.89182e-05 3.47231e-05
internal_weight=0 0.00724637 0.00610544 0.002203 0.00390244 0.00218843
internal_count=3121 2832 2343 437 1906 423
is_linear=0
shrinkage=0.00196078


Tree=9005
num_leaves=7
num_cat=0
split_feature=457 47 160 16 0 3
split_gain=3.49606e-05 3.29612e-05 2.95539e-05 2.61729e-05 7.11527e-05 1.71806e-05
threshold=0.045365000000000009 0.10254000000000001 -0.066074999999999981 -0.056919999999999991 -0.10224499999999999 -0.049509999999999992
decision_type=2 2 2 2 2 2
left_child=1 2 -1 4 -4 -5
right_child=-2 -3 3 5 -6 -7
leaf_value=0.00015037705833245328 0.00032273073635159842 0.00019948190578913868 -0.00039848138108747528 -0.000537028322492777 0.00024526316143251033 -0.0001797340304264128
leaf_weight=0.0012088845833754585 0.0010665208567362154 0.0015326017457305682 0.0012705566776461956 0.0010350669237423863 0.0013739737754510876 0.0010346286759530671
leaf_count=645 289 242 227 577 952 189
internal_value=0 -5.6817e-05 -0.000123134 -0.000193272 -6.4022e-05 -0.000358419
internal_weight=0 0.00745571 0.00592311 0.00471423 0.00264453 0.0020697
internal_count=3121 2832 2590 1945 1179 766
is_linear=0
shrinkage=0.00196078


Tree=9006
num_leaves=7
num_cat=0
split_feature=457 15 16 2 3 2
split_gain=2.31859e-05 2.92754e-05 2.21482e-05 2.69643e-05 3.14052e-05 3.08157e-05
threshold=0.045365000000000009 0.088655000000000025 -0.45661999999999997 0.11293500000000002 0.088060000000000013 0.088225000000000012
decision_type=2 2 2 2 2 2
left_child=1 2 -1 4 5 -4
right_child=-2 -3 3 -5 -6 -7
leaf_value=-0.00025708487789753736 0.00027179565477643524 -0.00034462969791586491 -7.4770729033587992e-05 0.00034802446606140318 -0.00028922699075578824 0.0003310794176711742
leaf_weight=0.0010123527385814436 0.0010166538419976263 0.001064717138673549 0.0017114663706663501 0.0010059035569922083 0.0011248164771131552 0.00124073022382107
leaf_count=228 289 662 987 299 108 548
internal_value=0 -4.4641e-05 7.76075e-06 6.05094e-05 -1.04279e-05 9.57974e-05
internal_weight=0 0.00715999 0.00609527 0.00508292 0.00407701 0.0029522
internal_count=3121 2832 2170 1942 1643 1535
is_linear=0
shrinkage=0.00196078


Tree=9007
num_leaves=6
num_cat=0
split_feature=52 15 15 43 52
split_gain=1.17118e-05 2.51196e-05 4.55948e-05 3.64737e-05 2.11229e-05
threshold=-0.046924999999999988 -0.11713499999999999 -0.031204999999999997 -0.014584999999999999 -0.12005499999999998
decision_type=2 2 2 2 2
left_child=4 -2 -3 -4 -1
right_child=1 2 3 -5 -6
leaf_value=-0.004953374309191916 -0.015840677273646669 0.017862591052922219 -0.019338953659389244 0.0030842771105837712 0.014198474976385576
leaf_weight=0.0010199573049143938 0.0011328672378165651 0.0011555251026144908 0.0011696251030499059 0.0019100137658287566 0.0013226861036204763
leaf_count=537 367 454 651 696 416
internal_value=0 -0.00261418 0.00092378 -0.00543191 0.00586
internal_weight=0 0.00536803 0.00423516 0.00307964 0.00234264
internal_count=3121 2168 1801 1347 953
is_linear=0
shrinkage=0.1


Tree=9008
num_leaves=6
num_cat=0
split_feature=15 42 49 0 13
split_gain=1.13566e-05 2.57062e-05 2.37755e-05 3.83269e-05 3.88814e-05
threshold=-0.15026499999999995 0.092620000000000022 -0.006494999999999999 -0.10011499999999998 -0.082014999999999991
decision_type=2 2 2 2 2
left_child=-1 2 -2 -4 -5
right_child=1 -3 3 4 -6
leaf_value=0.0094677413755228888 -0.0084985261004386688 -0.016158694019463859 0.02014365451806794 0.014032768276170305 -0.011060519003599719
leaf_weight=0.0010808401983786048 0.0017713486933475194 0.0010235473536957963 0.0012197169374704451 0.00100796053639598 0.001593958777555593
leaf_count=363 522 536 233 483 984
internal_value=0 -0.0015883 0.00107817 0.00551701 -0.0013396
internal_weight=0 0.00661653 0.00559298 0.00382164 0.00260192
internal_count=3121 2758 2222 1700 1467
is_linear=0
shrinkage=0.1


Tree=9009
num_leaves=7
num_cat=0
split_feature=457 1 4 0 3 2
split_gain=2.03113e-05 2.88119e-05 2.58543e-05 6.86e-05 3.40395e-05 1.58686e-05
threshold=0.069910000000000014 0.12408500000000001 -0.082109999999999975 -0.10011499999999998 0.086245000000000016 0.095195000000000016
decision_type=2 2 2 2 2 2
left_child=1 2 5 4 -4 -1
right_child=-2 -3 3 -5 -6 -7
leaf_value=0.00025852628109706969 0.0002583227580458531 0.00025330612325915474 0.00021476737534899089 -0.00055941200929421776 -0.00024400477172821454 -7.3758561136644509e-05
leaf_weight=0.0010025357555764032 0.0010129052222811394 0.0011000019103990562 0.0013199480375963156 0.0012818873784644839 0.0011755889644620135 0.0012310794880308275
leaf_count=526 267 271 273 1494 104 186
internal_value=0 -3.84549e-05 -9.18463e-05 -0.000190731 -1.34943e-06 7.53842e-05
internal_weight=0 0.00711104 0.00601104 0.00377742 0.00249554 0.00223362
internal_count=3121 2854 2583 1871 377 712
is_linear=0
shrinkage=0.00196078


Tree=9010
num_leaves=6
num_cat=0
split_feature=457 2 52 15 13
split_gain=2.46783e-05 2.84522e-05 5.36701e-05 3.98448e-05 7.99656e-05
threshold=0.045365000000000009 0.11293500000000002 0.10160000000000001 -0.055554999999999993 -0.0034749999999999994
decision_type=2 2 2 2 2
left_child=1 2 3 -1 -5
right_child=-2 -3 -4 4 -6
leaf_value=-0.0002934937168328932 0.00027815231859238537 0.00016356467295525957 -0.00051731515816894242 0.00040350508770803974 -0.00025046741216642169
leaf_weight=0.0014063353815454331 0.0010237805009241123 0.0018341367447326368 0.0010481510707342073 0.0015941971616501782 0.0013092125571633158
leaf_count=621 289 481 472 852 406
internal_value=0 -4.72222e-05 -0.00011938 -2.25997e-05 0.000108614
internal_weight=0 0.00719203 0.0053579 0.00430975 0.00290341
internal_count=3121 2832 2351 1879 1258
is_linear=0
shrinkage=0.00196078


Tree=9011
num_leaves=5
num_cat=0
split_feature=52 52 0 4
split_gain=1.17178e-05 1.93636e-05 2.18791e-05 2.39088e-05
threshold=-0.081429999999999989 -0.0064899999999999992 -0.14001499999999997 -0.082109999999999975
decision_type=2 2 2 2
left_child=-1 -2 -3 -4
right_child=1 2 3 -5
leaf_value=0.0073871925801803828 -0.014366050915010321 0.011372924437939641 0.0054473561674701944 -0.010879794809046736
leaf_weight=0.001665673923751939 0.0010589709352994874 0.0013536841646684247 0.0016316930684869592 0.0019915943667556972
leaf_count=771 438 234 445 1233
internal_value=0 -0.0020871 0.000525545 -0.00352711
internal_weight=0 0.00603594 0.00497697 0.00362329
internal_count=3121 2350 1912 1678
is_linear=0
shrinkage=0.1


Tree=9012
num_leaves=6
num_cat=0
split_feature=52 15 13 4 2
split_gain=1.06089e-05 2.34266e-05 3.9105e-05 2.13137e-05 1.45421e-05
threshold=-0.046924999999999988 -0.11713499999999999 -0.014169999999999999 0.0052350000000000009 0.088555000000000009
decision_type=2 2 2 2 2
left_child=3 -2 -3 -1 -4
right_child=1 2 4 -5 -6
leaf_value=-0.0035917437566315874 -0.015298741319712802 -0.009941893150849335 0.017745260806933474 0.015505138244149187 0.0020503898997706544
leaf_weight=0.0012168584323896956 0.0011272439040068962 0.0018562701022675114 0.0011157780249992279 0.0011245070454147668 0.0012536561279426605
leaf_count=726 367 1115 391 227 295
internal_value=0 -0.00249022 0.000926571 0.00558007 0.00944118
internal_weight=0 0.00535295 0.0042257 0.00234137 0.00236943
internal_count=3121 2168 1801 953 686
is_linear=0
shrinkage=0.1


Tree=9013
num_leaves=6
num_cat=0
split_feature=15 16 48 42 0
split_gain=1.08485e-05 2.25608e-05 4.0127e-05 3.27393e-05 2.6662e-05
threshold=-0.15026499999999995 -0.27167499999999994 0.082620000000000013 0.086325000000000013 -0.083914999999999976
decision_type=2 2 2 2 2
left_child=-1 -2 3 4 -3
right_child=1 2 -4 -5 -6
leaf_value=0.009271892700111287 -0.014107615056991256 0.013856252035041039 0.015066795750616799 -0.0189706781450764 -0.0060871649601795001
leaf_weight=0.0010777630100594834 0.0011757518798861544 0.0010798934372302489 0.001502927779621392 0.001080123577023852 0.0017675008552899445
leaf_count=363 239 561 441 817 700
internal_value=0 -0.00154843 0.00117078 -0.00414676 0.00147651
internal_weight=0 0.0066062 0.00543045 0.00392752 0.00284739
internal_count=3121 2758 2519 2078 1261
is_linear=0
shrinkage=0.1


Tree=9014
num_leaves=6
num_cat=0
split_feature=457 2 52 15 13
split_gain=1.82352e-05 2.42107e-05 4.57079e-05 4.27397e-05 9.14983e-05
threshold=0.045365000000000009 0.11293500000000002 0.10160000000000001 -0.055554999999999993 -0.0034749999999999994
decision_type=2 2 2 2 2
left_child=1 2 3 -1 -5
right_child=-2 -3 -4 4 -6
leaf_value=-0.00029976261797197174 0.00023769016263312266 0.00015550252248775428 -0.00047657706463161419 0.00043140271243949114 -0.00027013947175170858
leaf_weight=0.0013982896921470971 0.0010305748244293566 0.0017963873316331879 0.001039619039718654 0.0015988766797669714 0.0012926313456774756
leaf_count=621 289 481 472 852 406
internal_value=0 -4.1357e-05 -0.000107712 -1.83193e-05 0.000117782
internal_weight=0 0.0071258 0.00532942 0.0042898 0.00289151
internal_count=3121 2832 2351 1879 1258
is_linear=0
shrinkage=0.00196078


Tree=9015
num_leaves=7
num_cat=0
split_feature=457 133 43 13 15 42
split_gain=2.46535e-05 2.24986e-05 6.83894e-05 4.53141e-05 5.45606e-05 4.25397e-05
threshold=0.045365000000000009 0.093255000000000018 -0.067899999999999974 -0.095304999999999987 -1.0000000180025095e-35 0.088380000000000014
decision_type=2 2 2 2 2 2
left_child=1 2 5 -4 -5 -1
right_child=-2 -3 3 4 -6 -7
leaf_value=1.7840956750696621e-05 0.00027012680279115813 -0.00031866148994303951 0.00014893388489552431 -7.5583682400692321e-05 -0.00063444453362902103 0.00057390508330045018
leaf_weight=0.0011146571611333859 0.0010691422438565213 0.0010207875465093157 0.0013217736704347126 0.0017454796038343669 0.001091701739655543 0.0010065962485019545
leaf_count=629 289 531 270 369 711 322
internal_value=0 -4.8679e-05 -4.79599e-06 -0.000150927 -0.000290624 0.00028171
internal_weight=0 0.007301 0.00628021 0.00415896 0.00283718 0.00212125
internal_count=3121 2832 2301 1350 1080 951
is_linear=0
shrinkage=0.00196078


Tree=9016
num_leaves=6
num_cat=0
split_feature=457 0 16 0 43
split_gain=1.94218e-05 2.3398e-05 4.12616e-05 2.76711e-05 1.94483e-05
threshold=0.045365000000000009 -0.060129999999999996 -0.056919999999999991 -0.11756999999999999 -0.074359999999999996
decision_type=2 2 2 2 2
left_child=1 2 3 -1 -3
right_child=-2 4 -4 -5 -6
leaf_value=-0.00020285750101271252 0.00024584202789106014 0.00029776535283437095 -0.00044262568907268892 0.00015654306220076131 -4.2119621040008598e-05
leaf_weight=0.0015786805138540045 0.0010353165063952145 0.0011410330224452913 0.0011794515646119975 0.0017220369522573263 0.001495699990316251
leaf_count=263 289 188 917 1124 340
internal_value=0 -4.15866e-05 -0.000127837 -1.53525e-05 0.000104964
internal_weight=0 0.0071169 0.00448017 0.00330072 0.00263673
internal_count=3121 2832 2304 1387 528
is_linear=0
shrinkage=0.00196078


Tree=9017
num_leaves=6
num_cat=0
split_feature=457 2 52 15 13
split_gain=1.92045e-05 3.42367e-05 5.38836e-05 4.80217e-05 8.59738e-05
threshold=0.045365000000000009 0.11293500000000002 0.10160000000000001 -0.055554999999999993 -0.0034749999999999994
decision_type=2 2 2 2 2
left_child=1 2 3 -1 -5
right_child=-2 -3 -4 4 -6
leaf_value=-0.00031798860597366931 0.00024724745690631283 0.00019338984012112528 -0.00051387855229792598 0.0004260952430401365 -0.00025120801703434464
leaf_weight=0.001404172877834781 0.0010346874278603204 0.0018280194260690257 0.0010577402923829821 0.0016122533870706836 0.0013027725838619206
leaf_count=621 289 481 472 852 406
internal_value=0 -3.84227e-05 -0.000117233 -2.00973e-05 0.000123397
internal_weight=0 0.00720496 0.00537694 0.0043192 0.00291503
internal_count=3121 2832 2351 1879 1258
is_linear=0
shrinkage=0.00196078


Tree=9018
num_leaves=6
num_cat=0
split_feature=16 4 2 2 15
split_gain=1.23404e-05 2.09289e-05 2.76186e-05 2.74505e-05 2.86307e-05
threshold=-0.48836499999999994 0.098655000000000007 0.10644500000000001 0.092875000000000013 -0.031204999999999997
decision_type=2 2 2 2 2
left_child=-1 2 3 4 -2
right_child=1 -3 -4 -5 -6
leaf_value=0.0092295394658604285 0.013830276513877943 -0.012889298429511191 0.013939331024698659 -0.016958090761062614 -0.0064879012280532949
leaf_weight=0.0012097249268378614 0.001193373604413548 0.0013430534261567716 0.0012683732301143856 0.0010401288884371853 0.0016557672867777602
leaf_count=274 526 291 411 417 1202
internal_value=0 -0.00177013 0.0011253 -0.00305362 0.00202245
internal_weight=0 0.0065007 0.00515764 0.00388927 0.00284914
internal_count=3121 2847 2556 2145 1728
is_linear=0
shrinkage=0.1


Tree=9019
num_leaves=6
num_cat=0
split_feature=0 52 15 0 1
split_gain=1.23963e-05 1.80559e-05 3.46142e-05 3.42219e-05 6.67083e-05
threshold=0.13134000000000004 0.091820000000000013 0.088235000000000022 -0.10607499999999999 0.10871500000000002
decision_type=2 2 2 2 2
left_child=1 2 3 4 -1
right_child=-2 -3 -4 -5 -6
leaf_value=0.020569635405845287 0.010286400064379145 -0.012517194330511692 0.016914587021091731 -0.013422885940969562 -0.011928998480506397
leaf_weight=0.0012758852111428634 0.0010100007202763087 0.0012350527000908806 0.0010790201012801639 0.0018485429616294383 0.0012508090789014094
leaf_count=248 84 676 405 1557 151
internal_value=0 -0.00159918 0.000873078 -0.00308308 0.00448158
internal_weight=0 0.00668931 0.00545426 0.00437524 0.00252669
internal_count=3121 3037 2361 1956 399
is_linear=0
shrinkage=0.1


Tree=9020
num_leaves=5
num_cat=0
split_feature=4 16 2 12
split_gain=1.25789e-05 1.84544e-05 1.7277e-05 2.17983e-05
threshold=0.24564500000000003 -0.092484999999999984 0.10644500000000001 0.088245000000000004
decision_type=2 2 2 2
left_child=1 -1 3 -3
right_child=-2 2 -4 -5
leaf_value=-0.011935340890016983 0.0076207570400965725 -0.0098660489333758251 0.011884779985484576 0.0061001578937398852
leaf_weight=0.0014644822024021467 0.0016774012196068182 0.0018566761375747836 0.0010998157860185277 0.0015851662510092933
leaf_count=430 426 989 393 883
internal_value=0 -0.00217383 0.000973824 -0.00251269
internal_weight=0 0.00600614 0.00454166 0.00344184
internal_count=3121 2695 2265 1872
is_linear=0
shrinkage=0.1


Tree=9021
num_leaves=6
num_cat=0
split_feature=0 4 16 1 0
split_gain=1.10984e-05 2.31701e-05 2.08158e-05 2.05732e-05 5.06313e-05
threshold=-0.060129999999999996 -0.35136499999999998 -0.056919999999999991 0.08844500000000001 -0.15090499999999998
decision_type=2 2 2 2 2
left_child=2 -2 3 -1 -5
right_child=1 -3 -4 4 -6
leaf_value=-0.010316792550542546 -0.0042270199493038519 0.014690214801681376 -0.012778222075806112 -0.0071406680621705042 0.021089847411101724
leaf_weight=0.0010681266035952367 0.0012860834360675789 0.0013038711084472174 0.0014702240637374715 0.0013427669865256255 0.0012058091078797368
leaf_count=959 227 346 1068 148 373
internal_value=0 0.00529656 -0.00274516 0.00133338 0.00621605
internal_weight=0 0.00258995 0.00508693 0.0036167 0.00254858
internal_count=3121 573 2548 1480 521
is_linear=0
shrinkage=0.1


Tree=9022
num_leaves=6
num_cat=0
split_feature=15 0 0 0 3
split_gain=1.08813e-05 2.22146e-05 2.26329e-05 3.47038e-05 2.31757e-05
threshold=-0.15026499999999995 -0.14920999999999998 -0.10011499999999998 -0.061629999999999997 -0.10023499999999998
decision_type=2 2 2 2 2
left_child=-1 -2 -3 -4 -5
right_child=1 2 3 4 -6
leaf_value=0.0093032565679356805 -0.012914448336830614 0.012644634282873105 -0.014983746151468412 0.01642526954304625 -0.0032707631455243242
leaf_weight=0.0010744464047080481 0.0013639752463535217 0.0013362259552057907 0.0014076178985590916 0.0010011009301254378 0.0014815186546433838
leaf_count=363 190 307 1777 171 313
internal_value=0 -0.00154961 0.00141632 -0.0024404 0.00467154
internal_weight=0 0.00659044 0.00522646 0.00389024 0.00248262
internal_count=3121 2758 2568 2261 484
is_linear=0
shrinkage=0.1


Tree=9023
num_leaves=6
num_cat=0
split_feature=16 4 2 48 2
split_gain=1.04715e-05 1.90906e-05 1.9335e-05 3.60323e-05 3.00855e-05
threshold=-0.48836499999999994 0.098655000000000007 0.10912000000000001 0.083985000000000018 0.090675000000000019
decision_type=2 2 2 2 2
left_child=-1 2 3 4 -2
right_child=1 -3 -4 -5 -6
leaf_value=0.0085503927649186306 -0.00026148897223606335 -0.012282108202386096 0.013004224952457514 0.014247549943304445 -0.021253113727991314
leaf_weight=0.0012004984727288772 0.0019754813707543667 0.0013327150512746494 0.0010850902801052761 0.0010169552140812982 0.0010433514527487943
leaf_count=274 1365 291 357 377 457
internal_value=0 -0.00162076 0.00115387 -0.0020323 -0.00751649
internal_weight=0 0.00645359 0.00512088 0.00403579 0.00301883
internal_count=3121 2847 2556 2199 1822
is_linear=0
shrinkage=0.1


Tree=9024
num_leaves=7
num_cat=0
split_feature=0 3 48 1 4 4
split_gain=1.08675e-05 1.55622e-05 2.2722e-05 2.78349e-05 3.4323e-05 2.21133e-06
threshold=0.13134000000000004 0.12178000000000001 0.092475000000000016 0.11146500000000002 -1.0000000180025095e-35 -0.079329999999999984
decision_type=2 2 2 2 2 2
left_child=1 2 3 4 5 -1
right_child=-2 -3 -4 -5 -6 -7
leaf_value=-0.0016821894618626724 0.0096822693411592678 -0.012405419549127996 0.014259092788469008 0.011387035686200789 -0.018650277708906034 0.0049651395967910961
leaf_weight=0.0010014147690390681 0.0010023738448698104 0.0010911920893380859 0.0010057233835595999 0.0011132943250504635 0.0014287930721256152 0.0010003751401055469
leaf_count=797 84 204 287 276 521 952
internal_value=0 -0.00148835 0.000658222 -0.00235214 -0.00681078 0.00163975
internal_weight=0 0.00664079 0.0055496 0.00454388 0.00343058 0.00200179
internal_count=3121 3037 2833 2546 2270 1749
is_linear=0
shrinkage=0.1


Tree=9025
num_leaves=6
num_cat=0
split_feature=4 0 2 2 43
split_gain=9.6462e-06 1.26199e-05 4.82732e-05 3.89403e-05 3.3122e-05
threshold=0.27044500000000005 0.13134000000000004 0.092875000000000013 0.088225000000000012 -0.074359999999999996
decision_type=2 2 2 2 2
left_child=1 2 3 4 -1
right_child=-2 -3 -4 -5 -6
leaf_value=0.0077128798115499823 0.0080528254425219249 0.0087221455830915444 -0.016948145732052906 0.018716371326211009 -0.015337334578423024
leaf_weight=0.0012499159690335542 0.0012393624018525971 0.0010014799447572113 0.0017856132702825395 0.0011123132709320261 0.0012436977718411932
leaf_count=576 365 73 880 397 830
internal_value=0 -0.00158671 -0.00350158 0.003157 -0.00378349
internal_weight=0 0.00639302 0.00539154 0.00360593 0.00249361
internal_count=3121 2756 2683 1803 1406
is_linear=0
shrinkage=0.1


Tree=9026
num_leaves=7
num_cat=0
split_feature=457 1 160 16 1 43
split_gain=2.55657e-05 2.90147e-05 2.89272e-05 3.80419e-05 6.84293e-05 8.48356e-06
threshold=0.045365000000000009 0.12408500000000001 -0.073679999999999982 -0.15241499999999997 0.088485000000000022 -0.0037449999999999996
decision_type=2 2 2 2 2 2
left_child=1 2 -1 -4 5 -5
right_child=-2 -3 3 4 -6 -7
leaf_value=0.00017625023537031821 0.00027736598349629727 0.0002397097755140377 6.9971421060027663e-05 -0.00020193977100557944 -0.00065899990309574029 4.9063481324509276e-05
leaf_weight=0.0011754962597997935 0.0010657078303823123 0.0011406913896864906 0.0017287376972828085 0.0010062018653264908 0.0012140915952738337 0.0010663490082417541
leaf_count=614 289 271 226 826 502 393
internal_value=0 -4.76543e-05 -0.000100602 -0.00016549 -0.000289341 -7.2796e-05
internal_weight=0 0.00733157 0.00619088 0.00501538 0.00328664 0.00207255
internal_count=3121 2832 2561 1947 1721 1219
is_linear=0
shrinkage=0.00196078


Tree=9027
num_leaves=7
num_cat=0
split_feature=457 3 52 0 16 12
split_gain=2.93013e-05 3.26928e-05 2.91593e-05 4.09478e-05 3.26946e-05 2.62022e-05
threshold=0.045365000000000009 0.13524500000000003 0.10611000000000001 -0.084269999999999984 -0.11227499999999999 0.090020000000000017
decision_type=2 2 2 2 2 2
left_child=1 2 3 4 -1 -5
right_child=-2 -3 -4 5 -6 -7
leaf_value=-2.7591106022507712e-05 0.00030322227596256364 0.00024881395396142344 -0.00041190284933086065 0.00030813467218624189 -0.00048948298151173263 -9.0465864168835349e-05
leaf_weight=0.0013332895496428886 0.0010306031092203296 0.0011724862974913002 0.001016026486877303 0.0013832437069629974 0.0010557209731054907 0.0011706461848771752
leaf_count=275 289 170 512 548 695 632
internal_value=0 -5.04803e-05 -0.00010937 -4.71833e-05 -0.000231704 0.000125425
internal_weight=0 0.00713141 0.00595893 0.0049429 0.00238901 0.00255389
internal_count=3121 2832 2662 2150 970 1180
is_linear=0
shrinkage=0.00196078


Tree=9028
num_leaves=7
num_cat=0
split_feature=457 15 43 2 4 3
split_gain=2.13987e-05 2.87543e-05 2.02762e-05 2.76394e-05 3.18171e-05 1.80775e-05
threshold=0.045365000000000009 0.088655000000000025 -0.04890499999999999 0.098260000000000014 0.053925000000000008 -0.084074999999999997
decision_type=2 2 2 2 2 2
left_child=1 2 5 -4 -5 -1
right_child=-2 -3 3 4 -6 -7
leaf_value=-1.3587197826609796e-05 0.00026309735784375041 -0.00034070172105874874 -0.00025835770971797251 0.00031760332634027481 -0.00015855037704790343 0.00034538938884566631
leaf_weight=0.0010889941574688151 0.0010243012113443093 0.0010432743864446439 0.001720015055117726 0.0010581187741059727 0.0011009008003454029 0.0010685759502019011
leaf_count=454 289 662 682 215 199 620
internal_value=0 -4.01182e-05 1.183e-05 -7.29216e-05 7.48089e-05 0.000164203
internal_weight=0 0.00707988 0.0060366 0.00387903 0.00215902 0.00215757
internal_count=3121 2832 2170 1096 414 1074
is_linear=0
shrinkage=0.00196078


Tree=9029
num_leaves=6
num_cat=0
split_feature=457 2 52 15 13
split_gain=2.4313e-05 2.75857e-05 4.54293e-05 4.62761e-05 8.83005e-05
threshold=0.045365000000000009 0.11293500000000002 0.10160000000000001 -0.055554999999999993 -0.0034749999999999994
decision_type=2 2 2 2 2
left_child=1 2 3 -1 -5
right_child=-2 -3 -4 4 -6
leaf_value=-0.00031829957476170223 0.00027685412584808612 0.00016386536724283702 -0.00048356680624015553 0.00042441606164099775 -0.00026104164288541715
leaf_weight=0.0014135086324904445 0.0010332046328435053 0.0018190400273873242 0.001039729958756278 0.0015954934919330836 0.0013205820534533145
leaf_count=621 289 481 472 852 406
internal_value=0 -4.48217e-05 -0.000115522 -2.71373e-05 0.000113998
internal_weight=0 0.00718835 0.00536931 0.00432958 0.00291608
internal_count=3121 2832 2351 1879 1258
is_linear=0
shrinkage=0.00196078


Tree=9030
num_leaves=8
num_cat=0
split_feature=4 0 52 16 16 4 1
split_gain=2.94103e-05 4.28107e-05 2.46813e-05 2.11858e-05 5.35052e-05 2.7221e-05 4.03871e-05
threshold=-0.46376499999999993 -0.019414999999999998 -0.088204999999999992 -0.008904999999999998 -0.078844999999999985 0.0082450000000000006 0.10920500000000001
decision_type=2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 -4 -7
right_child=1 -3 3 -5 -6 6 -8
leaf_value=-0.0003187094563541368 -0.00029382873813228716 0.00041033150339839632 0.00034532040848815772 0.00028750139984339078 -0.00042390559746166513 -0.00030208251458263075 0.00024209390028037548
leaf_weight=0.0010127305981544417 0.0010705398757674209 0.0010205471829810419 0.0010999488647106593 0.0010133882753960693 0.001001335673786072 0.001070356632976362 0.0010279074652353479
leaf_count=183 518 196 726 388 636 276 198
internal_value=0 3.78469e-05 -2.26511e-05 3.30385e-05 -2.83656e-05 9.54748e-05 -3.54988e-05
internal_weight=0 0.00730402 0.00628348 0.00521294 0.00419955 0.00319821 0.00209826
internal_count=3121 2938 2742 2224 1836 1200 474
is_linear=0
shrinkage=0.00196078


Tree=9031
num_leaves=7
num_cat=0
split_feature=13 16 43 48 3 15
split_gain=9.92134e-06 1.90632e-05 3.97712e-05 2.94839e-05 2.58933e-05 1.66208e-05
threshold=-0.23438999999999996 0.23311500000000004 -0.092909999999999979 0.085845000000000019 -0.080634999999999984 -0.095244999999999982
decision_type=2 2 2 2 2 2
left_child=-1 2 -2 4 -4 -6
right_child=1 -3 3 -5 5 -7
leaf_value=0.0091911598082750692 -0.020538285393526298 0.010909327089800906 0.018367202523372286 -0.011962107515386232 0.0084253369168120398 -0.0095048032967633873
leaf_weight=0.0010111965697459915 0.0011281795982680792 0.0010525904284178697 0.001073131704188485 0.0013382188351994525 0.0010075757428564347 0.001061812048505894
leaf_count=169 386 417 971 361 219 598
internal_value=0 -0.00143938 -0.00375679 0.00046853 0.00576203 -0.000774698
internal_weight=0 0.00666151 0.00560892 0.00448074 0.00314252 0.00206939
internal_count=3121 2952 2535 2149 1788 817
is_linear=0
shrinkage=0.1


Tree=9032
num_leaves=6
num_cat=0
split_feature=457 12 13 0 2
split_gain=2.4201e-05 2.7927e-05 2.45566e-05 4.1524e-05 3.95156e-05
threshold=0.045365000000000009 -0.010834999999999999 -0.094514999999999988 -0.053834999999999994 0.089885000000000007
decision_type=2 2 2 2 2
left_child=1 -1 -3 4 -4
right_child=-2 2 3 -5 -6
leaf_value=0.00025056059482708861 0.00027908075708944693 0.00010691419656528626 0.00016130578621133463 -0.00048243152919629948 -0.00027894670133567933
leaf_weight=0.0010466375700659185 0.001013431538417672 0.0016524461910561216 0.0015964471398139841 0.0012101583009184844 0.001539911757838137
leaf_count=342 289 281 1217 342 650
internal_value=0 -4.4984e-05 -9.65476e-05 -0.000173899 -5.48525e-05
internal_weight=0 0.0070456 0.00599896 0.00434652 0.00313636
internal_count=3121 2832 2490 2209 1867
is_linear=0
shrinkage=0.00196078


Tree=9033
num_leaves=6
num_cat=0
split_feature=16 4 2 2 12
split_gain=1.00032e-05 1.68586e-05 1.99085e-05 2.11666e-05 2.54899e-05
threshold=-0.48836499999999994 0.098655000000000007 0.10644500000000001 0.092875000000000013 0.085885000000000017
decision_type=2 2 2 2 2
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right_child=1 -3 -4 -5 -6
leaf_value=0.0083347299906027811 0.010931863960725881 -0.011597771408051783 0.011935367428287897 -0.014791612740727765 -0.0080600811471196604
leaf_weight=0.0012030442737461728 0.0014900302196336902 0.0013367932854730872 0.0012587455108662177 0.0010338097783721052 0.0013442269937144374
leaf_count=274 661 291 411 417 1067
internal_value=0 -0.00159628 0.00101157 -0.00254326 0.00192439
internal_weight=0 0.00646361 0.00512681 0.00386807 0.00283426
internal_count=3121 2847 2556 2145 1728
is_linear=0
shrinkage=0.1


Tree=9034
num_leaves=7
num_cat=0
split_feature=457 1 160 16 0 0
split_gain=2.52387e-05 2.41423e-05 2.46291e-05 3.74141e-05 3.78281e-05 3.5588e-05
threshold=0.069910000000000014 0.12408500000000001 -0.073679999999999982 -0.056919999999999991 -0.11756999999999999 0.051010000000000007
decision_type=2 2 2 2 2 2
left_child=1 2 -1 4 -4 -5
right_child=-2 -3 3 5 -6 -7
leaf_value=8.503319393975336e-05 0.00020293075919793752 0.0001412498066518258 -0.00035597003022822015 -0.00069555883334262037 9.1229574872991309e-05 -0.00017548607374391167
leaf_weight=0.001177629808926467 0.0010486332101837187 0.0011308309956166197 0.0012290404645322454 0.0010141454048275215 0.0017811364965798428 0.0010093261205470754
leaf_count=627 267 271 179 697 955 125
internal_value=0 -0.000122262 -0.000170237 -0.000229958 -9.13598e-05 -0.000436142
internal_weight=0 0.00734211 0.00621128 0.00503365 0.00301018 0.00202347
internal_count=3121 2854 2583 1956 1134 822
is_linear=0
shrinkage=0.00196078


Tree=9035
num_leaves=7
num_cat=0
split_feature=457 1 42 52 0 4
split_gain=2.73686e-05 3.41353e-05 2.62939e-05 3.25701e-05 6.34638e-05 5.47178e-05
threshold=0.045365000000000009 0.12408500000000001 0.091545000000000015 0.10160000000000001 -0.077999999999999986 0.053180000000000012
decision_type=2 2 2 2 2 2
left_child=1 2 3 4 5 -1
right_child=-2 -3 -4 -5 -6 -7
leaf_value=-0.00048069853077563996 0.00029518120096993974 0.00026854475968972081 -0.00039476189595955978 -0.00035807358449377335 0.00034911964115878113 0.00010979704378513462
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leaf_count=1018 289 271 579 354 429 181
internal_value=0 -4.82887e-05 -0.000106762 -4.80668e-05 3.32431e-05 -0.00016303
internal_weight=0 0.00708394 0.00598025 0.0049678 0.00393556 0.00242732
internal_count=3121 2832 2561 1982 1628 1199
is_linear=0
shrinkage=0.00196078


Tree=9036
num_leaves=7
num_cat=0
split_feature=457 52 0 4 4 1
split_gain=2.44359e-05 3.20372e-05 3.40104e-05 4.12101e-05 3.46943e-05 2.05913e-05
threshold=0.045365000000000009 0.11434500000000002 -0.077999999999999986 0.053180000000000012 -0.35136499999999998 0.10984500000000001
decision_type=2 2 2 2 2 2
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right_child=-2 -3 4 5 -6 -7
leaf_value=-0.00038989540660336585 0.00027500983364774914 -0.0003439277280525674 -8.6511461450362498e-05 0.00024786596547942823 0.00035857576492235753 -0.00014608763182843599
leaf_weight=0.0013223878189241854 0.001056148231876608 0.0011534576858987745 0.0011542267260414903 0.0010389554137660668 0.0016160944801614069 0.0010020987091237318
leaf_count=1188 289 489 185 202 632 136
internal_value=0 -4.41229e-05 1.22556e-05 -0.000120253 0.000173135 5.44461e-05
internal_weight=0 0.00728722 0.00613376 0.00336344 0.00277032 0.00204105
internal_count=3121 2832 2343 1526 817 338
is_linear=0
shrinkage=0.00196078


Tree=9037
num_leaves=7
num_cat=0
split_feature=457 1 2 0 52 16
split_gain=2.76202e-05 3.55084e-05 2.61901e-05 4.83306e-05 2.07739e-05 4.00623e-05
threshold=0.045365000000000009 0.12500000000000003 0.11293500000000002 -0.11756999999999999 0.090245000000000006 -0.078844999999999985
decision_type=2 2 2 2 2 2
left_child=1 2 3 -1 5 -5
right_child=-2 -3 -4 4 -6 -7
leaf_value=-0.00052067332122304245 0.00028998945033041385 0.00028487526364688354 0.00013449055578651346 0.00029800707418246484 -0.00025700042270557867 -0.00021543223266429687
leaf_weight=0.0011757782618130866 0.0010407175012085374 0.0010340718937554352 0.0013471076174984033 0.0011987851615086389 0.001359988433655499 0.0011398024066977515
leaf_count=234 289 261 323 583 539 892
internal_value=0 -5.15831e-05 -0.000107506 -0.000174386 -6.43008e-05 4.77623e-05
internal_weight=0 0.00725553 0.00622146 0.00487435 0.00369858 0.00233859
internal_count=3121 2832 2571 2248 2014 1475
is_linear=0
shrinkage=0.00196078


Tree=9038
num_leaves=7
num_cat=0
split_feature=50 160 13 13 4 13
split_gain=2.9323e-05 2.56958e-05 3.11896e-05 5.57745e-05 5.55947e-05 3.28869e-05
threshold=0.079410000000000008 -0.081639999999999976 -0.074044999999999986 0.016935000000000002 0.018150000000000003 -0.14179999999999995
decision_type=2 2 2 2 2 2
left_child=1 -1 5 4 -4 -3
right_child=-2 2 3 -5 -6 -7
leaf_value=0.00030886247131149561 -0.00032932349627309447 -4.1729789874782246e-05 -0.00063047303701857125 0.00017151365674378808 -5.4189668929006736e-05 0.00042830841834133056
leaf_weight=0.0010536372562253418 0.0010204320108513744 0.0013287268665040817 0.001107345026730819 0.001564860859147821 0.0015368462491418128 0.001005261578322379
leaf_count=441 609 178 645 380 275 593
internal_value=0 2.46827e-05 -2.10793e-05 -0.000121889 -0.000295528 0.000160718
internal_weight=0 0.00759668 0.00654304 0.00420905 0.00264419 0.00233399
internal_count=3121 2512 2071 1300 920 771
is_linear=0
shrinkage=0.00196078


Tree=9039
num_leaves=7
num_cat=0
split_feature=457 1 4 0 3 4
split_gain=2.13199e-05 2.88586e-05 2.19659e-05 5.04022e-05 3.12381e-05 1.6804e-05
threshold=0.045365000000000009 0.12408500000000001 -0.082109999999999975 -0.10011499999999998 0.086245000000000016 -0.42529999999999996
decision_type=2 2 2 2 2 2
left_child=1 2 5 4 -4 -1
right_child=-2 -3 3 -5 -6 -7
leaf_value=-0.00012577308433638795 0.00025579647124832511 0.00024542513833023612 0.00017518513026534925 -0.0005080066489045632 -0.00026367914064930851 0.00021444156746583046
leaf_weight=0.0010556704114351584 0.0010269828619936848 0.0011014358313568267 0.0013380394358335241 0.0012766263991687613 0.0011677989882500461 0.0011844035484836093
leaf_count=177 289 271 269 1477 103 535
internal_value=0 -4.6396e-05 -9.97659e-05 -0.000190895 -2.93393e-05 5.411e-05
internal_weight=0 0.00712397 0.00602254 0.00378246 0.00250584 0.00224007
internal_count=3121 2832 2561 1849 372 712
is_linear=0
shrinkage=0.00196078


Tree=9040
num_leaves=5
num_cat=0
split_feature=4 160 15 13
split_gain=8.9346e-06 1.64859e-05 3.21249e-05 4.99246e-05
threshold=0.24564500000000003 0.085045000000000023 -0.016799999999999995 -0.016469999999999995
decision_type=2 2 2 2
left_child=1 2 -1 -4
right_child=-2 -3 3 -5
leaf_value=-0.015716961705537279 0.0062979517024559757 0.0095349322405739664 -0.012313979484477872 0.012262159847067121
leaf_weight=0.0016535473417540495 0.0016872692829781122 0.0010380333525022312 0.0014899210709658347 0.0018565923898604718
leaf_count=868 426 338 798 691
internal_value=0 -0.00193309 -0.0043139 0.00132047
internal_weight=0 0.00603809 0.00500006 0.00334651
internal_count=3121 2695 2357 1489
is_linear=0
shrinkage=0.1


Tree=9041
num_leaves=6
num_cat=0
split_feature=13 3 12 1 0
split_gain=1.04029e-05 1.88393e-05 2.19178e-05 5.70239e-05 3.88552e-05
threshold=-0.23438999999999996 0.10893000000000001 0.092355000000000007 0.094385000000000011 -0.10224499999999999
decision_type=2 2 2 2 2
left_child=-1 2 3 4 -2
right_child=1 -3 -4 -5 -6
leaf_value=0.009311640849621005 -0.019012981970309466 -0.013913556005779263 -0.0098815418206031815 0.022663346357460239 0.0050838724190268771
leaf_weight=0.0010150887938860965 0.0010090217545932882 0.001041209346952952 0.0014497011045710535 0.001213466094886261 0.0019866661798298951
leaf_count=169 231 111 899 395 1316
internal_value=0 -0.00155156 0.000723002 0.00437538 -0.00303254
internal_weight=0 0.00670006 0.00565886 0.00420915 0.00299569
internal_count=3121 2952 2841 1942 1547
is_linear=0
shrinkage=0.1


Tree=9042
num_leaves=7
num_cat=0
split_feature=50 3 47 0 52 4
split_gain=4.55185e-05 3.31519e-05 3.55421e-05 4.19454e-05 3.54555e-05 1.24202e-05
threshold=0.079410000000000008 -0.10519499999999998 0.077555000000000013 -0.10011499999999998 -0.066844999999999988 -0.083439999999999986
decision_type=2 2 2 2 2 2
left_child=1 -1 3 4 -3 -5
right_child=-2 2 -4 5 -6 -7
leaf_value=0.000277029092126307 -0.00040046988809564491 -1.294316819724229e-05 -0.00027338670576754806 1.8886789831664266e-05 0.00049133373395938203 -0.00028859445296118747
leaf_weight=0.0017722279055014034 0.0010119922266407988 0.0010007141316665173 0.0016449560219449289 0.0010022170781130452 0.00115445485626993 0.0010181929565672783
leaf_count=348 609 130 299 342 257 1136
internal_value=0 4.22249e-05 -2.92679e-05 6.69019e-05 0.000257182 -0.000136069
internal_weight=0 0.00759276 0.00582054 0.00417558 0.00215517 0.00202041
internal_count=3121 2512 2164 1865 387 1478
is_linear=0
shrinkage=0.00196078


Tree=9043
num_leaves=7
num_cat=0
split_feature=50 16 160 49 0 43
split_gain=3.13013e-05 4.29337e-05 7.95343e-05 4.00593e-05 3.26465e-05 3.04149e-05
threshold=1.0000000180025095e-35 -0.014034999999999997 -0.054789999999999998 -0.043469999999999995 -0.10224499999999999 -0.074359999999999996
decision_type=2 2 2 2 2 2
left_child=1 3 -3 -1 -5 -4
right_child=-2 2 5 4 -6 -7
leaf_value=0.00019338772021334537 -0.00032923946023334725 0.00065464114010221615 0.0002304269427199049 -0.00041471979427846101 2.768990662718107e-05 -0.00020243516132657143
leaf_weight=0.001206449554018657 0.0010062193312813791 0.0010289882954751146 0.0012087168741616364 0.0015977536183805557 0.0010712306431364391 0.0012903091073004451
leaf_count=215 627 372 349 268 920 370
internal_value=0 3.93452e-05 0.000195842 -0.000103123 -0.000237153 6.9295e-06
internal_weight=0 0.00740345 0.00352801 0.00387543 0.00266898 0.00249903
internal_count=3121 2494 1091 1403 1188 719
is_linear=0
shrinkage=0.00196078


Tree=9044
num_leaves=7
num_cat=0
split_feature=50 15 0 0 3 43
split_gain=3.76962e-05 2.9217e-05 4.56172e-05 5.22749e-05 6.29487e-05 3.60087e-05
threshold=0.079410000000000008 -0.14601999999999996 -0.14920999999999998 -0.10011499999999998 -0.091054999999999983 -0.074359999999999996
decision_type=2 2 2 2 2 2
left_child=1 -1 -3 -4 -5 -6
right_child=-2 2 3 4 5 -7
leaf_value=0.00034416676629224155 -0.00035562440809670467 -0.00030626540550390417 0.00039186614875679279 0.00029922733907501665 3.8256571396569628e-05 -0.00044427730027624059
leaf_weight=0.0010301970090459776 0.0010718936184816253 0.0015443123484894707 0.0014620222590907431 0.0013179612915676163 0.0010558573354635986 0.0013609915283244629
leaf_count=367 609 166 273 373 507 826
internal_value=0 3.66234e-05 -1.03761e-05 7.75516e-05 -4.54894e-05 -0.000233471
internal_weight=0 0.00777134 0.00674114 0.00519683 0.00373481 0.00241685
internal_count=3121 2512 2145 1979 1706 1333
is_linear=0
shrinkage=0.00196078


Tree=9045
num_leaves=6
num_cat=0
split_feature=457 1 160 16 0
split_gain=2.37511e-05 2.70227e-05 2.51747e-05 3.70048e-05 3.85102e-05
threshold=0.045365000000000009 0.12408500000000001 -0.073679999999999982 -0.056919999999999991 -0.11756999999999999
decision_type=2 2 2 2 2
left_child=1 2 -1 4 -4
right_child=-2 -3 3 -5 -6
leaf_value=0.00016143890590819006 0.00026960219372522599 0.00023234763484582401 -0.00029218890226720645 -0.00036949334417987815 0.00016187486122237502
leaf_weight=0.0011566523667683711 0.0010394300561115044 0.0011209353178350499 0.0012084216243865797 0.0019559275224273046 0.0017699598803976816
leaf_count=614 289 271 178 814 955
internal_value=0 -4.74358e-05 -9.89251e-05 -0.000159957 -2.23529e-05
internal_weight=0 0.0072119 0.00609096 0.00493431 0.00297838
internal_count=3121 2832 2561 1947 1133
is_linear=0
shrinkage=0.00196078


Tree=9046
num_leaves=6
num_cat=0
split_feature=457 42 133 43 2
split_gain=2.22111e-05 2.65326e-05 3.78097e-05 9.73182e-05 5.34756e-05
threshold=0.045365000000000009 -0.084624999999999992 0.087985000000000022 -0.067899999999999974 0.10045500000000002
decision_type=2 2 2 2 2
left_child=1 -1 3 -3 -5
right_child=-2 2 -4 4 -6
leaf_value=0.00023016311130471178 0.00025923508431661464 0.00043297260682682864 -0.00044540533873198924 -0.00042554019186892756 3.9005973496355593e-05
leaf_weight=0.001115200273286647 0.0010338389908591894 0.0013004920532780377 0.0010097254123051886 0.0018646296802291113 0.0019480086553408781
leaf_count=422 289 610 608 769 423
internal_value=0 -4.80063e-05 -9.86714e-05 -3.01994e-05 -0.000188188
internal_weight=0 0.00723806 0.00612286 0.00511313 0.00381264
internal_count=3121 2832 2410 1802 1192
is_linear=0
shrinkage=0.00196078


Tree=9047
num_leaves=7
num_cat=0
split_feature=3 52 1 0 4 43
split_gain=9.29034e-06 1.74471e-05 2.18363e-05 6.85836e-05 9.29341e-05 1.71788e-05
threshold=0.13524500000000003 0.10611000000000001 0.11181500000000001 -0.17169499999999996 -0.0060199999999999993 -0.014584999999999999
decision_type=2 2 2 2 2 2
left_child=1 2 3 -1 5 -5
right_child=-2 -3 -4 4 -6 -7
leaf_value=0.026807449733875208 0.0081131332060728981 -0.01340604572668478 -0.010333538483816648 0.00014605115043113358 -0.026837913464953303 0.018271428945145052
leaf_weight=0.0010182262484889622 0.0011609497700319103 0.00105035460839604 0.0013657024068138811 0.0010376712913356485 0.0010803878803418115 0.0010540601611041345
leaf_count=115 192 524 276 809 545 660
internal_value=0 -0.00158667 0.000647743 0.00422672 -0.00302152 0.00927975
internal_weight=0 0.0066064 0.00555605 0.00419035 0.00317212 0.00209173
internal_count=3121 2929 2405 2129 2014 1469
is_linear=0
shrinkage=0.1


Tree=9048
num_leaves=7
num_cat=0
split_feature=1 42 49 52 15 12
split_gain=9.77153e-06 1.7182e-05 2.24122e-05 2.17775e-05 2.06675e-05 2.38123e-05
threshold=0.12500000000000003 0.091545000000000015 -0.069799999999999987 -0.049749999999999996 -0.095869999999999983 0.088365000000000013
decision_type=2 2 2 2 2 2
left_child=1 2 -1 -4 -5 -6
right_child=-2 -3 3 4 5 -7
leaf_value=-0.012936995684370158 0.0089367966085892054 -0.013480456942639198 0.015705178454095359 -0.010943966357740623 0.015944614967047917 -0.0041669027748445055
leaf_weight=0.0010040168342260215 0.0010318066853246223 0.0010182270883297116 0.001118084117531126 0.0012056091650999336 0.0010958746913566021 0.0012721408215907489
leaf_count=244 279 601 585 244 681 487
internal_value=0 -0.00151582 0.000623102 0.00352494 -0.00028591 0.00514034
internal_weight=0 0.00671395 0.00569573 0.00469171 0.00357362 0.00236802
internal_count=3121 2842 2241 1997 1412 1168
is_linear=0
shrinkage=0.1


Tree=9049
num_leaves=6
num_cat=0
split_feature=4 42 1 15 12
split_gain=1.08617e-05 1.9845e-05 4.06364e-05 3.40662e-05 6.05172e-05
threshold=0.24564500000000003 0.091295000000000015 0.11103500000000001 0.050935000000000008 0.085885000000000017
decision_type=2 2 2 2 2
left_child=1 2 3 4 -1
right_child=-2 -3 -4 -5 -6
leaf_value=0.016469611796013427 0.0069899263714154379 0.010430752609697821 -0.022651155475494192 -0.015875909076361331 -0.012927297625647916
leaf_weight=0.0018351294418765777 0.0016848598496683725 0.0010470260099467877 0.0010079560866203636 0.0010273864451931761 0.001132416359096153
leaf_count=589 426 580 157 803 566
internal_value=0 -0.00208863 -0.00470874 -0.000181707 0.00525174
internal_weight=0 0.00604991 0.00500289 0.00399493 0.00296755
internal_count=3121 2695 2115 1958 1155
is_linear=0
shrinkage=0.1


Tree=9050
num_leaves=7
num_cat=0
split_feature=4 0 13 52 15 0
split_gain=2.007e-05 4.14909e-05 2.82929e-05 3.7923e-05 3.37171e-05 2.80362e-05
threshold=-0.46376499999999993 -0.019414999999999998 -0.0034749999999999994 -0.069804999999999992 -1.0000000180025095e-35 -0.14454499999999995
decision_type=2 2 2 2 2 2
left_child=-1 2 4 -4 -2 -5
right_child=1 -3 3 5 -6 -7
leaf_value=-0.00025783134467204945 -8.5458886873524646e-05 0.00040066798141216205 -0.00045131465199833219 0.00021004709445798662 0.00033916444380387162 -0.00021511629497369586
leaf_weight=0.001029172316327453 0.0014943868915521467 0.0010241879657065349 0.001068627955802317 0.0011688263725954211 0.0013855527523099743 0.001217374413523307
leaf_count=183 1103 196 223 144 892 380
internal_value=0 3.45056e-05 -2.46946e-05 -0.000144336 0.000118829 -6.85964e-06
internal_weight=0 0.00735896 0.00633477 0.00345483 0.00287994 0.0023862
internal_count=3121 2938 2742 747 1995 524
is_linear=0
shrinkage=0.00196078


Tree=9051
num_leaves=6
num_cat=0
split_feature=1 47 4 12 1
split_gain=1.0352e-05 1.89112e-05 3.46565e-05 4.5529e-05 2.82164e-05
threshold=0.12408500000000001 0.090280000000000013 -0.059649999999999988 0.088305000000000008 0.093575000000000019
decision_type=2 2 2 2 2
left_child=1 2 3 -1 -4
right_child=-2 -3 4 -5 -6
leaf_value=-0.023927276033702052 0.0088286166668777172 -0.013366169890979851 -0.00094996082839056591 0.0033725489810649818 0.018628968274317138
leaf_weight=0.0010319325417468693 0.0011118371636818763 0.0011322498650944242 0.0015789277632931036 0.0014972775646531419 0.0013789095639645862
leaf_count=595 289 283 975 636 343
internal_value=0 -0.00159953 0.000828506 -0.00776594 0.00817751
internal_weight=0 0.0066193 0.00548705 0.00252921 0.00295784
internal_count=3121 2832 2549 1231 1318
is_linear=0
shrinkage=0.1


Tree=9052
num_leaves=6
num_cat=0
split_feature=43 3 13 4 16
split_gain=1.0173e-05 4.12809e-05 2.31498e-05 3.95938e-05 3.58509e-05
threshold=-0.067199999999999996 -0.08824499999999999 -0.095304999999999987 -0.031404999999999995 -0.074319999999999983
decision_type=2 2 2 2 2
left_child=1 -1 -2 -4 -5
right_child=2 -3 3 4 -6
leaf_value=-0.0091810114777338761 0.0072947951108192442 0.015985770967572498 -0.023912062593712764 -0.011955270056192062 0.012165307536515563
leaf_weight=0.0011619648029776179 0.0015877760075323172 0.0014843989423361551 0.0010139917945357038 0.0012911198084261514 0.0011788034580959123
leaf_count=386 314 967 906 276 272
internal_value=0 0.00493555 -0.00271296 -0.00727395 -0.000443406
internal_weight=0 0.00264636 0.00507169 0.00348392 0.00246992
internal_count=3121 1353 1768 1454 548
is_linear=0
shrinkage=0.1


Tree=9053
num_leaves=6
num_cat=0
split_feature=51 43 1 52 4
split_gain=1.0909e-05 1.83111e-05 2.84381e-05 4.79506e-05 6.09184e-05
threshold=-0.076794999999999988 -0.15323999999999996 0.10937500000000001 0.090245000000000006 -0.0016099999999999997
decision_type=2 2 2 2 2
left_child=-1 -2 3 4 -3
right_child=1 2 -4 -5 -6
leaf_value=-0.0085682743921431295 0.013937989647500818 0.017666529174730831 0.011761084106192818 -0.021211809219573368 -0.01180654712768457
leaf_weight=0.0012658885667858524 0.0010116616163157802 0.0013478801794057135 0.0013666180387469926 0.0012498442102279288 0.0014619069915369478
leaf_count=537 223 1001 408 560 392
internal_value=0 0.00158658 -0.000716196 -0.0049165 0.00233195
internal_weight=0 0.00643791 0.00542625 0.00405963 0.00280979
internal_count=3121 2584 2361 1953 1393
is_linear=0
shrinkage=0.1


Tree=9054
num_leaves=6
num_cat=0
split_feature=16 0 1 48 2
split_gain=1.00574e-05 1.61398e-05 3.64824e-05 4.39799e-05 4.88029e-05
threshold=-0.48836499999999994 0.041630000000000007 0.077565000000000009 0.086260000000000017 1.0000000180025095e-35
decision_type=2 2 2 2 2
left_child=-1 2 -2 4 -4
right_child=1 -3 3 -5 -6
leaf_value=0.0083173627601447146 -0.02124583249665972 0.0079093672177530435 -0.0044213298856608362 -0.017147043507271833 0.021572173931487307
leaf_weight=0.0012044836001304932 0.0010111870549814805 0.0013919260982288312 0.001756403546962974 0.0010971768371686435 0.0012268025758285386
leaf_count=274 1493 228 592 243 291
internal_value=0 -0.00163314 -0.00424185 -2.79826e-05 0.00626814
internal_weight=0 0.0064835 0.00509157 0.00408038 0.00298321
internal_count=3121 2847 2619 1126 883
is_linear=0
shrinkage=0.1


Tree=9055
num_leaves=6
num_cat=0
split_feature=51 49 42 2 1
split_gain=9.72871e-06 1.54993e-05 3.82407e-05 1.87774e-05 1.64246e-05
threshold=-0.076794999999999988 -0.043469999999999995 0.088915000000000008 0.098260000000000014 0.08844500000000001
decision_type=2 2 2 2 2
left_child=-1 -2 3 4 -3
right_child=1 2 -4 -5 -6
leaf_value=-0.0080799081754678696 0.010506194486054094 -0.011960746392575564 -0.01858043606253594 0.01060679966049018 0.0058277324472744392
leaf_weight=0.0012653500740432543 0.0014757860947406717 0.0010595247638475647 0.001005053017146232 0.0018499335284971755 0.0010175616465753347
leaf_count=537 358 921 674 385 246
internal_value=0 0.0015153 -0.00117498 0.00327965 -0.0032462
internal_weight=0 0.00640786 0.00493207 0.00392702 0.00207709
internal_count=3121 2584 2226 1552 1167
is_linear=0
shrinkage=0.1


Tree=9056
num_leaves=6
num_cat=0
split_feature=403 42 15 160 1
split_gain=2.15197e-05 4.65342e-05 9.69579e-05 3.5075e-05 2.86273e-05
threshold=0.03138500000000001 0.091295000000000015 0.024640000000000006 -1.0000000180025095e-35 0.094090000000000021
decision_type=2 2 2 2 2
left_child=1 2 3 -1 -5
right_child=-2 -3 -4 4 -6
leaf_value=-0.00028617567811692991 0.00025562345552300421 0.00029512608216247706 -0.0006708224544079523 -8.325592960871569e-05 0.00025849502487321934
leaf_weight=0.0012755886688233086 0.0010519895513962903 0.0012819541379473186 0.0010094536802851732 0.0018591656093734691 0.0019110247824991604
leaf_count=547 376 618 711 431 438
internal_value=0 -4.42492e-05 -0.000116098 -5.12084e-06 8.99699e-05
internal_weight=0 0.00733719 0.00605523 0.00504578 0.00377019
internal_count=3121 2745 2127 1416 869
is_linear=0
shrinkage=0.00196078


Tree=9057
num_leaves=6
num_cat=0
split_feature=43 3 13 4 16
split_gain=9.7858e-06 3.999e-05 2.05961e-05 3.12387e-05 3.12908e-05
threshold=-0.067199999999999996 -0.077774999999999983 -0.095304999999999987 -0.031404999999999995 -0.074319999999999983
decision_type=2 2 2 2 2
left_child=1 -1 -2 -4 -5
right_child=2 -3 3 4 -6
leaf_value=-0.0048191378330268691 0.0068245562820634185 0.020532960257574159 -0.021825602526006321 -0.011660971080111672 0.010917424887154296
leaf_weight=0.0016273073812101795 0.0015777803453771743 0.0010073407877292844 0.0010038678875559813 0.0012871151555663614 0.0011733667290591834
leaf_count=926 314 427 906 276 272
internal_value=0 0.00487407 -0.00264595 -0.00695914 -0.000893674
internal_weight=0 0.00263465 0.00504213 0.00346435 0.00246048
internal_count=3121 1353 1768 1454 548
is_linear=0
shrinkage=0.1


Tree=9058
num_leaves=6
num_cat=0
split_feature=51 43 12 2 3
split_gain=1.01439e-05 1.60204e-05 2.39389e-05 2.94382e-05 3.12093e-05
threshold=-0.076794999999999988 -0.15323999999999996 0.092355000000000007 0.088225000000000012 0.0068900000000000012
decision_type=2 2 2 2 2
left_child=-1 -2 3 -3 -5
right_child=1 2 -4 4 -6
leaf_value=-0.0082481206334300058 0.013121961660718606 -0.01090749788271295 -0.013315347873559353 0.019509351252659596 -0.00077348520008330786
leaf_weight=0.0012632467031603971 0.0010090490425343941 0.0011327282364558214 0.0011626230539116345 0.0013291559909066138 0.0017673488724381976
leaf_count=537 223 954 630 530 247
internal_value=0 0.00155739 -0.000606843 0.00288675 0.0079328
internal_weight=0 0.00640091 0.00539186 0.00422923 0.0030965
internal_count=3121 2584 2361 1731 777
is_linear=0
shrinkage=0.1


Tree=9059
num_leaves=6
num_cat=0
split_feature=403 13 4 3 42
split_gain=1.5617e-05 4.97178e-05 6.52783e-05 2.80196e-05 5.60968e-05
threshold=0.03138500000000001 0.11217000000000001 -0.064804999999999988 0.090900000000000009 0.088060000000000013
decision_type=2 2 2 2 2
left_child=1 2 -1 4 -4
right_child=-2 -3 3 -5 -6
leaf_value=-0.00043030722675300873 0.00022637416945899732 0.00033479059108245144 -0.00038319742438498001 0.00020880829860395325 0.00020859483290709821
leaf_weight=0.0017008895281846815 0.0010215718087645377 0.0011820222223432077 0.0013431666896395545 0.0018135160279332124 0.0011372392981918071
leaf_count=979 376 172 834 235 525
internal_value=0 -3.27406e-05 -0.000105208 2.35685e-05 -0.000111867
internal_weight=0 0.00717683 0.00599481 0.00429392 0.00248041
internal_count=3121 2745 2573 1594 1359
is_linear=0
shrinkage=0.00196078


Tree=9060
num_leaves=6
num_cat=0
split_feature=15 12 0 16 1
split_gain=9.99127e-06 2.07606e-05 3.45987e-05 2.53867e-05 4.79397e-05
threshold=-0.11713499999999999 0.088245000000000004 -0.082009999999999986 -0.08595499999999999 0.092390000000000014
decision_type=2 2 2 2 2
left_child=-1 3 -3 -2 -5
right_child=1 2 -4 4 -6
leaf_value=-0.00773857891885663 -0.015787712392685543 0.02276928464377706 -0.00054616470902384368 -0.012682057667840731 0.015411496506433539
leaf_weight=0.0013853284276313764 0.0011262179286774892 0.0010215328053062819 0.0016884370016691122 0.0011343631542032827 0.0013075638761408043
leaf_count=484 421 438 856 678 244
internal_value=0 0.0016442 0.00824268 -0.00336728 0.00236103
internal_weight=0 0.00627811 0.00270997 0.00356814 0.00244193
internal_count=3121 2637 1294 1343 922
is_linear=0
shrinkage=0.1


Tree=9061
num_leaves=7
num_cat=0
split_feature=484 52 15 15 43 48
split_gain=2.63299e-05 2.91043e-05 3.92609e-05 4.59784e-05 3.4199e-05 2.97093e-05
threshold=0.056480000000000009 -1.0000000180025095e-35 -0.11713499999999999 -0.031204999999999997 -0.014584999999999999 0.082620000000000013
decision_type=2 2 2 2 2 2
left_child=1 5 -3 -4 -5 -1
right_child=-2 2 3 4 -6 -7
leaf_value=-0.00045257890041533114 0.00029409276115234393 -0.00030999086809392975 0.00045415614640722819 -0.00026536861835411757 0.00015992546184162448 -4.0678022018849428e-06
leaf_weight=0.0011426188681856356 0.0010014937491402186 0.0010145625869800324 0.0011488409402576338 0.0011918890400697128 0.0018634562561041167 0.0011287200590783353
leaf_count=669 419 262 340 478 625 328
internal_value=0 -4.44246e-05 3.62102e-05 0.000119756 -5.9816e-06 -0.000229696
internal_weight=0 0.00749009 0.00521875 0.00420419 0.00305535 0.00227134
internal_count=3121 2702 1705 1443 1103 997
is_linear=0
shrinkage=0.00196078


Tree=9062
num_leaves=6
num_cat=0
split_feature=51 160 15 4 1
split_gain=9.25207e-06 1.46065e-05 2.7423e-05 2.59964e-05 3.5656e-05
threshold=0.087505000000000013 -0.027994999999999996 0.088235000000000022 0.24564500000000003 0.086560000000000012
decision_type=2 2 2 2 2
left_child=1 -1 3 4 -3
right_child=-2 2 -4 -5 -6
leaf_value=0.011344753766687476 -0.0083640083449349686 -9.2451150358041122e-05 0.012845318169651787 0.0078368781179609381 -0.022190676116492867
leaf_weight=0.0012047665350614998 0.0011394331179377911 0.0016943659150043505 0.0011470506840005317 0.0011965101891746504 0.0012830858754447679
leaf_count=691 435 868 492 287 348
internal_value=0 0.00140209 -0.000849097 -0.00461247 -0.00961533
internal_weight=0 0.00652578 0.00532101 0.00417396 0.00297745
internal_count=3121 2686 1995 1503 1216
is_linear=0
shrinkage=0.1


Tree=9063
num_leaves=6
num_cat=0
split_feature=15 2 12 13 1
split_gain=9.01484e-06 1.97224e-05 4.97838e-05 1.43624e-05 1.40806e-05
threshold=-0.11713499999999999 0.10613000000000002 0.088245000000000004 -0.061684999999999997 0.090540000000000023
decision_type=2 2 2 2 2
left_child=-1 2 4 -4 -2
right_child=1 -3 3 -5 -6
leaf_value=-0.0073468508957541204 -0.011157997989226153 -0.0077074656081993044 0.02451378986577904 0.0079263089482334188 0.0039672160654408107
leaf_weight=0.0013850047406407896 0.0014098094605330114 0.0016787144861645249 0.0010615925010638433 0.0010269614468522009 0.0010924007255284486
leaf_count=484 930 496 487 528 196
internal_value=0 0.00156762 0.00495926 0.0163576 -0.00455472
internal_weight=0 0.00626948 0.00459076 0.00208855 0.00250221
internal_count=3121 2637 2141 1015 1126
is_linear=0
shrinkage=0.1


Tree=9064
num_leaves=7
num_cat=0
split_feature=457 1 4 0 4 4
split_gain=1.899e-05 2.49411e-05 2.88137e-05 5.50372e-05 2.6463e-05 2.09024e-05
threshold=0.045365000000000009 0.12500000000000003 -0.082109999999999975 -0.10011499999999998 0.25615500000000008 -0.42529999999999996
decision_type=2 2 2 2 2 2
left_child=1 2 5 4 -4 -1
right_child=-2 -3 3 -5 -6 -7
leaf_value=-0.00010923047914318536 0.00024654593899959372 0.00024347891118573818 0.00015545050654521388 -0.00052123505847748782 -0.00024466901834799921 0.00026833621115611217
leaf_weight=0.0010758437440558447 0.0010177582138966501 0.0010239342064659301 0.0014138344641077636 0.0012866797564187659 0.0011543931229380739 0.0011842655772720196
leaf_count=177 289 261 241 1481 136 536
internal_value=0 -3.97471e-05 -8.71721e-05 -0.000190232 -2.43993e-05 8.86092e-05
internal_weight=0 0.00713895 0.00611502 0.00385491 0.00256823 0.00226011
internal_count=3121 2832 2571 1858 377 713
is_linear=0
shrinkage=0.00196078


Tree=9065
num_leaves=6
num_cat=0
split_feature=51 49 42 2 0
split_gain=8.34924e-06 1.33903e-05 3.70698e-05 1.85433e-05 1.22625e-05
threshold=-0.076794999999999988 -0.043469999999999995 0.088915000000000008 0.099185000000000009 -0.084144999999999984
decision_type=2 2 2 2 2
left_child=-1 -2 3 4 -3
right_child=1 2 -4 -5 -6
leaf_value=-0.0074542609695201073 0.009808086949417226 0.004326318590773418 -0.018224900895385854 0.010773220811743344 -0.010923323306414972
leaf_weight=0.0012681740395621751 0.0014685726414440919 0.0010921227147305829 0.0010030871673174973 0.0018020947095218611 0.001019580385775729
leaf_count=537 358 635 674 374 543
internal_value=0 0.00142899 -0.00107367 0.0033221 -0.00303657
internal_weight=0 0.00638546 0.00491688 0.0039138 0.0021117
internal_count=3121 2584 2226 1552 1178
is_linear=0
shrinkage=0.1


Tree=9066
num_leaves=7
num_cat=0
split_feature=4 0 15 15 15 15
split_gain=2.25078e-05 3.72921e-05 2.29069e-05 5.07795e-05 4.15769e-05 3.22338e-05
threshold=-0.46376499999999993 -0.019414999999999998 -0.0063699999999999989 -0.089549999999999991 0.088655000000000025 -0.11713499999999999
decision_type=2 2 2 2 2 2
left_child=-1 2 3 5 -4 -2
right_child=1 -3 4 -5 -6 -7
leaf_value=-0.00028363183591912099 -0.0001749533476589894 0.00037910828210859366 0.00035610752602029111 -0.00045523322449116902 -0.0001673822271023089 0.00025526927169279134
leaf_weight=0.0010028864079633468 0.0014032588507376961 0.001011087077850875 0.0013228288615605797 0.0011975749428994914 0.0010433916720057543 0.0012805600930124944
leaf_count=183 412 196 591 764 642 333
internal_value=0 2.97495e-05 -2.67893e-05 -0.000119491 0.000125273 3.03235e-05
internal_weight=0 0.0072587 0.00624761 0.00388139 0.00236622 0.00268382
internal_count=3121 2938 2742 1509 1233 745
is_linear=0
shrinkage=0.00196078


Tree=9067
num_leaves=7
num_cat=0
split_feature=457 1 4 15 47 2
split_gain=1.44486e-05 2.98421e-05 3.29466e-05 6.35871e-05 3.93802e-05 2.48523e-05
threshold=0.069910000000000014 0.12500000000000003 -0.082109999999999975 1.0000000180025095e-35 0.092530000000000015 0.095195000000000016
decision_type=2 2 2 2 2 2
left_child=1 2 5 4 -4 -1
right_child=-2 -3 3 -5 -6 -7
leaf_value=0.00032365675221971075 0.00021071980854814594 0.00027143394350735239 0.00011104182816602649 -0.00062198635670409317 -0.00036647738544871676 -8.6717633448225477e-05
leaf_weight=0.001034050281840556 0.001026661057025118 0.0010304889140522388 0.0019472823559784085 0.0010085619473307727 0.0010075264491047372 0.0012571456338090516
leaf_count=526 267 261 986 654 240 187
internal_value=0 -3.77413e-05 -8.86803e-05 -0.000196882 -5.1782e-05 9.84903e-05
internal_weight=0 0.00728506 0.00625457 0.00396337 0.00295481 0.0022912
internal_count=3121 2854 2593 1880 1226 713
is_linear=0
shrinkage=0.00196078


Tree=9068
num_leaves=7
num_cat=0
split_feature=457 15 16 16 160 52
split_gain=1.64988e-05 2.30168e-05 2.66192e-05 2.92315e-05 4.87756e-05 3.35929e-05
threshold=0.069910000000000014 0.088655000000000025 -0.45661999999999997 -0.056919999999999991 -0.061914999999999991 0.09086000000000001
decision_type=2 2 2 2 2 2
left_child=1 2 -1 -4 -5 -6
right_child=-2 -3 3 4 5 -7
leaf_value=-0.00028360566823052981 0.00022819808802728017 -0.00030571110543664803 0.00025662084823016194 0.00031045246935306831 -0.00043000598018459469 5.4285510486228673e-05
leaf_weight=0.0010076091459616703 0.0010213663177868725 0.0010546827612561123 0.0019176207346689456 0.0010002983664624226 0.0012172881664971971 0.0010055702420777024
leaf_count=228 267 662 913 344 653 54
internal_value=0 -3.80947e-05 7.81174e-06 6.49305e-05 -4.91159e-05 -0.000210924
internal_weight=0 0.00720307 0.00614839 0.00514078 0.00322316 0.00222286
internal_count=3121 2854 2192 1964 1051 707
is_linear=0
shrinkage=0.00196078


Tree=9069
num_leaves=6
num_cat=0
split_feature=0 160 2 16 4
split_gain=9.16e-06 2.47005e-05 2.46045e-05 2.69604e-05 2.18211e-05
threshold=-0.060129999999999996 -1.0000000180025095e-35 0.10005000000000001 -0.088159999999999988 -0.35136499999999998
decision_type=2 2 2 2 2
left_child=1 -1 3 -3 -2
right_child=4 2 -4 -5 -6
leaf_value=-0.016197915457338629 -0.0044748532049640041 0.0042317620203491547 0.011187310689664626 -0.016531494039494873 0.013859152722902888
leaf_weight=0.0010484236141498054 0.0012864412012380934 0.0014101555587376477 0.0014988479534402788 0.0011237008933242876 0.0013104770624952319
leaf_count=821 227 425 402 900 346
internal_value=0 -0.00252369 0.00103133 -0.00497621 0.004777
internal_weight=0 0.00508113 0.0040327 0.00253386 0.00259692
internal_count=3121 2548 1727 1325 573
is_linear=0
shrinkage=0.1


Tree=9070
num_leaves=5
num_cat=0
split_feature=15 2 12 0
split_gain=8.41159e-06 1.96742e-05 4.10094e-05 2.07192e-05
threshold=-0.11713499999999999 0.10613000000000002 0.089735000000000023 -0.10011499999999998
decision_type=2 2 2 2
left_child=-1 2 3 -2
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leaf_value=-0.0071030706400569731 0.0061111616507161064 -0.0077292989377356069 0.016887642965185887 -0.010986440277335842
leaf_weight=0.001385173553121264 0.0013998629489785281 0.0016872681303328379 0.0017598952498039731 0.0014356576361846734
leaf_count=484 220 496 819 1102
internal_value=0 0.0015059 0.00489673 -0.00254556
internal_weight=0 0.00628268 0.00459542 0.00283552
internal_count=3121 2637 2141 1322
is_linear=0
shrinkage=0.1


Tree=9071
num_leaves=6
num_cat=0
split_feature=0 16 16 16 48
split_gain=8.58112e-06 2.0091e-05 2.87536e-05 2.45713e-05 2.68843e-05
threshold=0.13134000000000004 0.071345000000000006 -0.014034999999999997 -0.083134999999999987 0.085845000000000019
decision_type=2 2 2 2 2
left_child=1 2 3 4 -1
right_child=-2 -3 -4 -5 -6
leaf_value=0.009139297841120381 0.0085808396231978074 -0.01214890127762003 0.015756560789156687 -0.015368736682161181 -0.010257700837859216
leaf_weight=0.0019875943007167498 0.0010025589410270416 0.0013672134237534767 0.0011100226049642293 0.0010763283678347549 0.0011156090998715325
leaf_count=876 84 535 616 796 214
internal_value=0 -0.00134302 0.00145002 -0.00234959 0.00216603
internal_weight=0 0.00665677 0.00528955 0.00417953 0.0031032
internal_count=3121 3037 2502 1886 1090
is_linear=0
shrinkage=0.1


Tree=9072
num_leaves=8
num_cat=0
split_feature=1 157 16 43 0 2 12
split_gain=2.22999e-05 3.02005e-05 4.22335e-05 4.97524e-05 6.36254e-05 6.77118e-05 4.10336e-05
threshold=0.12500000000000003 -1.0000000180025095e-35 0.19444000000000003 -0.092909999999999979 -0.10224499999999999 0.098035000000000011 0.088365000000000013
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 -3 5 -5 -6
right_child=-2 2 -4 4 6 -7 -8
leaf_value=-0.00035691517730361018 0.00024775838573587981 -0.00043091208050405832 0.00035478436218184986 -0.00053724886247067533 0.00055401131358527242 0.00016419840995215523 -9.6103668939501634e-07
leaf_weight=0.0010300316961217521 0.0011532107335959565 0.0011384042904996313 0.0010984594661777964 0.0011214825201912161 0.0010300635378303073 0.0010016600225641777 0.0010188771771344055
leaf_count=532 279 323 263 182 679 179 684
internal_value=0 -4.52786e-05 4.80696e-06 -6.75849e-05 3.15534e-05 -0.000206319 0.00027804
internal_weight=0 0.00743898 0.00640895 0.00531049 0.00417208 0.00212314 0.00204894
internal_count=3121 2842 2310 2047 1724 361 1363
is_linear=0
shrinkage=0.00196078


Tree=9073
num_leaves=7
num_cat=0
split_feature=50 15 16 160 52 1
split_gain=3.86699e-05 6.19855e-05 4.78751e-05 3.90556e-05 4.20168e-05 3.41066e-05
threshold=0.079410000000000008 -0.14712999999999996 -0.36241499999999999 -0.027994999999999996 0.0031350000000000002 0.095025000000000012
decision_type=2 2 2 2 2 2
left_child=1 -1 -3 -4 5 -5
right_child=-2 2 3 4 -6 -7
leaf_value=0.00049736894386708582 -0.00036139732748749828 -0.00039278710881619392 0.00038557970351253321 -0.0003843854952204334 0.0002254415286373508 3.993886741841386e-05
leaf_weight=0.0010016361664425179 0.0010342342588385411 0.0011341185649648353 0.0010716602761873693 0.0014470757837097244 0.0015902507826313162 0.0014661912788541365
leaf_count=355 609 212 455 596 571 323
internal_value=0 4.23759e-05 -2.55504e-05 4.9154e-05 -3.09021e-05 -0.000170831
internal_weight=0 0.00771093 0.0067093 0.00557518 0.00450352 0.00291327
internal_count=3121 2512 2157 1945 1490 919
is_linear=0
shrinkage=0.00196078


Tree=9074
num_leaves=6
num_cat=0
split_feature=47 160 16 0 52
split_gain=9.17733e-06 2.0707e-05 3.94227e-05 3.42601e-05 3.32303e-05
threshold=0.09550500000000002 -0.063384999999999983 -0.078844999999999985 -0.10151999999999999 0.09086000000000001
decision_type=2 2 2 2 2
left_child=1 -1 3 -3 -4
right_child=-2 2 4 -5 -6
leaf_value=0.0098726047589803249 0.0065462526281700184 -0.0069763440794685999 -0.023353868256684666 0.017297932964464378 3.9024353052673438e-05
leaf_weight=0.0012040938439364665 0.0016560034658317496 0.0012233297833229876 0.0014458412282608052 0.0011080793663797717 0.0010469715467982001
leaf_count=715 314 257 908 745 182
internal_value=0 -0.00185864 -0.00478668 0.00456081 -0.0135289
internal_weight=0 0.00602832 0.00482422 0.00233141 0.00249281
internal_count=3121 2807 2092 1002 1090
is_linear=0
shrinkage=0.1


Tree=9075
num_leaves=5
num_cat=0
split_feature=15 42 2 15
split_gain=9.2439e-06 1.66498e-05 3.32427e-05 4.50485e-05
threshold=0.088655000000000025 0.084050000000000014 0.10613000000000002 -0.040439999999999997
decision_type=2 2 2 2
left_child=1 2 3 -1
right_child=-2 -3 -4 -5
leaf_value=-0.0029888967560562033 -0.0085607268509589052 -0.0074228590576163895 -0.006173439722012496 0.021435118747858188
leaf_weight=0.0013489651327940225 0.0010927287588890092 0.0016220414516128576 0.0018920028494039008 0.0017155865459058902
leaf_count=446 683 970 403 619
internal_value=0 0.00137135 0.00424927 0.0106841
internal_weight=0 0.0065786 0.00495655 0.00306455
internal_count=3121 2438 1468 1065
is_linear=0
shrinkage=0.1


Tree=9076
num_leaves=6
num_cat=0
split_feature=42 160 43 16 0
split_gain=1.07705e-05 2.06964e-05 2.6129e-05 3.33613e-05 3.98035e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.074359999999999996 -0.056919999999999991 -0.15599999999999997
decision_type=2 2 2 2 2
left_child=-1 -2 -3 4 -4
right_child=1 2 3 -5 -6
leaf_value=-0.0082891365667808799 -0.0089485184566930019 0.016603841197600167 -0.0058740887341288614 -0.013032245760811176 0.02019764227975621
leaf_weight=0.0013112950473449297 0.0014248561010857079 0.0013476185453669427 0.0011607866027764943 0.0012351763902332565 0.0011816953572004972
leaf_count=862 828 482 114 322 513
internal_value=0 0.00166565 0.00473627 0.000266033 0.00727813
internal_weight=0 0.00635013 0.00492528 0.00357766 0.00234248
internal_count=3121 2259 1431 949 627
is_linear=0
shrinkage=0.1


Tree=9077
num_leaves=6
num_cat=0
split_feature=457 1 15 2 16
split_gain=1.61278e-05 3.31654e-05 3.12437e-05 4.69438e-05 3.47512e-05
threshold=0.045365000000000009 0.12500000000000003 1.0000000180025095e-35 0.10912000000000001 -0.059624999999999991
decision_type=2 2 2 2 2
left_child=1 2 3 4 -1
right_child=-2 -3 -4 -5 -6
leaf_value=-0.00042650367040380366 0.00022770587154759167 0.00028822428531811512 -0.00032197854119544393 0.00029177090822060116 1.2237768115797253e-05
leaf_weight=0.0010740620151666789 0.0010103022223338009 0.0010306680100968073 0.0016552386656099559 0.001393059150927346 0.0019619329718828351
leaf_count=410 289 261 1139 325 697
internal_value=0 -3.70368e-05 -9.21354e-05 -6.23781e-06 -0.000142978
internal_weight=0 0.00711496 0.00608429 0.00442905 0.00303599
internal_count=3121 2832 2571 1432 1107
is_linear=0
shrinkage=0.00196078


Tree=9078
num_leaves=7
num_cat=0
split_feature=13 16 43 3 4 16
split_gain=9.39238e-06 2.03429e-05 3.7332e-05 2.24819e-05 3.68672e-05 3.25873e-05
threshold=-0.23438999999999996 0.23311500000000004 -0.092909999999999979 -0.082974999999999979 0.0061450000000000003 -0.14158499999999996
decision_type=2 2 2 2 2 2
left_child=-1 2 -2 -4 -5 -6
right_child=1 -3 3 4 5 -7
leaf_value=0.0089489677410907308 -0.020109374007082192 0.011316710709162171 0.012792703367430212 -0.016647545715892605 -0.007868732423875294 0.017390370317764792
leaf_weight=0.0010098317832272739 0.0011226933378828963 0.0010575417896842654 0.0010878105824260729 0.0013367567684718761 0.0010254379653644044 0.0010176089284395225
leaf_count=169 386 417 769 931 246 203
internal_value=0 -0.00140177 -0.00380778 0.000288749 -0.00373573 0.00471242
internal_weight=0 0.00664785 0.00559031 0.00446761 0.0033798 0.00204305
internal_count=3121 2952 2535 2149 1380 449
is_linear=0
shrinkage=0.1


Tree=9079
num_leaves=7
num_cat=0
split_feature=50 15 42 16 43 4
split_gain=2.63885e-05 3.76922e-05 4.56897e-05 8.26654e-05 3.4681e-05 3.92464e-05
threshold=1.0000000180025095e-35 -0.10653 0.091295000000000015 -0.084119999999999986 -0.016814999999999997 -0.062539999999999984
decision_type=2 2 2 2 2 2
left_child=1 -1 3 -3 -5 -6
right_child=-2 2 -4 4 5 -7
leaf_value=0.00031674075577126592 -0.00028985265322933472 -0.00048925457454326881 0.00032442941357794576 -0.00020106292252733643 -5.4415554592586407e-05 0.00048188865927154055
leaf_weight=0.0015651835701191441 0.0010220464814183631 0.001510332122318719 0.0011586701130884055 0.0012015800835887447 0.0010378633633215169 0.0010608309093430497
leaf_count=454 627 477 441 626 309 187
internal_value=0 4.59038e-05 -2.51114e-05 -0.000109301 6.45805e-05 0.000216671
internal_weight=0 0.00753446 0.00596928 0.00481061 0.00330027 0.00209869
internal_count=3121 2494 2040 1599 1122 496
is_linear=0
shrinkage=0.00196078


Tree=9080
num_leaves=6
num_cat=0
split_feature=48 0 1 0 13
split_gain=9.67861e-06 4.55107e-05 2.38716e-05 5.32018e-05 3.0338e-05
threshold=0.083685000000000009 -0.18113999999999997 0.111945 -0.10224499999999999 -0.016469999999999995
decision_type=2 2 2 2 2
left_child=2 -2 3 -1 -5
right_child=1 -3 -4 4 -6
leaf_value=-0.025473707731788572 -0.0081089580154484024 0.019923042002543533 0.0093681971880869592 -0.0098726818323082201 0.010340367500760462
leaf_weight=0.0010550895537522072 0.0012049284518421274 0.0011152182429826289 0.0013078766295067015 0.0014248298105194329 0.0015506801024044259
leaf_count=283 90 503 354 1124 767
internal_value=0 0.0053651 -0.00237088 -0.00618006 0.000661302
internal_weight=0 0.00232015 0.00533848 0.0040306 0.00297551
internal_count=3121 593 2528 2174 1891
is_linear=0
shrinkage=0.1


Tree=9081
num_leaves=6
num_cat=0
split_feature=42 160 43 16 48
split_gain=9.77997e-06 1.71424e-05 2.22792e-05 2.99666e-05 3.08347e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.074359999999999996 -0.056919999999999991 0.086260000000000017
decision_type=2 2 2 2 2
left_child=-1 -2 -3 4 -4
right_child=1 2 3 -5 -6
leaf_value=-0.0078859103668948941 -0.0080539196269707909 0.015393160898590736 0.01761110024246659 -0.012308552830091989 -0.0054657789208529262
leaf_weight=0.001311202027611133 0.001424705952834001 0.0013412048717334878 0.0012536112267047712 0.0012364805587937672 0.0010759720446479768
leaf_count=862 828 482 498 322 129
internal_value=0 0.00160267 0.00440623 0.000274017 0.00695251
internal_weight=0 0.00633197 0.00490727 0.00356606 0.00232958
internal_count=3121 2259 1431 949 627
is_linear=0
shrinkage=0.1


Tree=9082
num_leaves=6
num_cat=0
split_feature=13 47 4 0 43
split_gain=1.02467e-05 1.73272e-05 2.94856e-05 3.88932e-05 2.08662e-05
threshold=-0.23438999999999996 0.10904500000000002 0.0061450000000000003 -0.15350499999999997 -0.0030899999999999994
decision_type=2 2 2 2 2
left_child=-1 2 4 -4 -2
right_child=1 -3 3 -5 -6
leaf_value=0.0093694716667686844 0.0016701009788588673 -0.0133266994589036 0.023480756791577254 -0.0014110844978007216 -0.01515626081170757
leaf_weight=0.0010082700978010723 0.0016006342884025359 0.0010364717060642546 0.0010414971301848934 0.0015799444130315315 0.0013659098535179961
leaf_count=169 1446 163 119 570 654
internal_value=0 -0.00145158 0.000751047 0.00847843 -0.0060774
internal_weight=0 0.00662446 0.00558799 0.00262144 0.00296654
internal_count=3121 2952 2789 689 2100
is_linear=0
shrinkage=0.1


Tree=9083
num_leaves=7
num_cat=0
split_feature=50 160 49 16 2 3
split_gain=4.48306e-05 3.21187e-05 3.60071e-05 3.37627e-05 6.55163e-05 0.000111559
threshold=0.079410000000000008 -0.027994999999999996 -0.081404999999999991 0.38525000000000004 0.10613000000000002 -0.059315
decision_type=2 2 2 2 2 2
left_child=1 -1 -3 4 5 -4
right_child=-2 2 3 -5 -6 -7
leaf_value=0.00030115587409313305 -0.00040405180527292625 0.00031294248971494028 -0.0003860277401071083 0.00022402164627490978 -0.0005348056336098527 0.0004079034946181844
leaf_weight=0.0014245466288545757 0.0010090299128687405 0.0010051847116481043 0.0014030475197511509 0.0010270730948955852 0.0013084874031982089 0.0013212261726810147
leaf_count=625 609 172 931 271 283 230
internal_value=0 3.62095e-05 -2.60209e-05 -9.33592e-05 -0.000174191 -9.84663e-07
internal_weight=0 0.00748957 0.00606502 0.00505983 0.00403276 0.00272427
internal_count=3121 2512 1887 1715 1444 1161
is_linear=0
shrinkage=0.00196078


Tree=9084
num_leaves=6
num_cat=0
split_feature=15 12 3 3 15
split_gain=9.07197e-06 3.46495e-05 4.88288e-05 4.78674e-05 4.69918e-05
threshold=0.035560000000000008 0.051320000000000005 -0.10519499999999998 0.11924500000000002 -0.040439999999999997
decision_type=2 2 2 2 2
left_child=1 3 -3 4 -1
right_child=-2 2 -4 -5 -6
leaf_value=0.0037584497469953372 -0.0063494272165805334 0.0088123329610222921 -0.019729596907423003 -0.0097963816904949857 0.031864239522135698
leaf_weight=0.0013689257406550141 0.0017522213482741265 0.0010631831331662847 0.0013740213076432731 0.001026542474476077 0.0010520694964673367
leaf_count=392 1180 224 968 189 168
internal_value=0 0.00184754 -0.00727873 0.00829927 0.0159721
internal_weight=0 0.00588474 0.0024372 0.00344754 0.002421
internal_count=3121 1941 1192 749 560
is_linear=0
shrinkage=0.1


Tree=9085
num_leaves=7
num_cat=0
split_feature=457 1 12 4 13 0
split_gain=1.81627e-05 3.30707e-05 3.30971e-05 6.25342e-05 4.88357e-05 2.75985e-05
threshold=0.045365000000000009 0.12500000000000003 0.090020000000000017 -0.084134999999999988 -0.010739999999999998 -0.10224499999999999
decision_type=2 2 2 2 2 2
left_child=1 2 4 -4 -1 -6
right_child=-2 -3 3 -5 5 -7
leaf_value=0.00030449268704381909 0.00023773233244745457 0.0002853595348157569 5.8133007354107043e-05 -0.00057141306986731527 -0.00034796663389586945 8.0199909376578091e-05
leaf_weight=0.001434709611705626 0.001022494342896493 0.0010220098774128567 0.0011513106812819013 0.0012822444314443302 0.0012845527932962046 0.0010534473265938016
leaf_count=960 289 261 202 871 155 383
internal_value=0 -4.14702e-05 -9.52906e-05 -0.000273576 1.97109e-05 -0.000155045
internal_weight=0 0.00722827 0.00620626 0.00243356 0.00377271 0.002338
internal_count=3121 2832 2571 1073 1498 538
is_linear=0
shrinkage=0.00196078


Tree=9086
num_leaves=6
num_cat=0
split_feature=457 1 15 2 1
split_gain=2.19285e-05 2.94601e-05 3.04425e-05 3.97116e-05 3.14031e-05
threshold=0.045365000000000009 0.12500000000000003 1.0000000180025095e-35 0.10912000000000001 0.086560000000000012
decision_type=2 2 2 2 2
left_child=1 2 3 4 -1
right_child=-2 -3 -4 -5 -6
leaf_value=4.3522735581425484e-05 0.00026312392303058229 0.00026352852767719335 -0.00032530862239594144 0.00026202182334095106 -0.0003559657936833149
leaf_weight=0.0016619027861687426 0.0010045970774901023 0.0010111635400006647 0.0016496167314660791 0.0013850399053117217 0.0013886744445694695
leaf_count=708 289 261 1139 325 399
internal_value=0 -4.63959e-05 -9.7895e-05 -1.33193e-05 -0.000138331
internal_weight=0 0.0070964 0.00608523 0.00443562 0.00305058
internal_count=3121 2832 2571 1432 1107
is_linear=0
shrinkage=0.00196078


Tree=9087
num_leaves=6
num_cat=0
split_feature=3 52 1 3 0
split_gain=1.15189e-05 1.87443e-05 2.60311e-05 4.78775e-05 3.06413e-05
threshold=0.13524500000000003 0.10611000000000001 0.11181500000000001 0.084940000000000015 -0.084269999999999984
decision_type=2 2 2 2 2
left_child=1 2 3 4 -1
right_child=-2 -3 -4 -5 -6
leaf_value=-0.014149616060046692 0.0092072241870054094 -0.014068757268299018 -0.011403142478220864 0.022100878375480186 0.0064361700985477877
leaf_weight=0.0012290276277834526 0.0011450159485153844 0.0010267181782920888 0.0013483362828535248 0.0011336137688142678 0.0017563337409450628
leaf_count=933 192 524 276 150 1046
internal_value=0 -0.00167111 0.000657066 0.00460494 -0.00203868
internal_weight=0 0.00649403 0.00546731 0.00411898 0.00298536
internal_count=3121 2929 2405 2129 1979
is_linear=0
shrinkage=0.1


Tree=9088
num_leaves=7
num_cat=0
split_feature=457 15 43 52 2 3
split_gain=1.0693e-05 2.39299e-05 2.1104e-05 2.68364e-05 2.93283e-05 1.31574e-05
threshold=0.032140000000000009 0.088655000000000025 -0.04890499999999999 0.077655000000000016 0.10467500000000002 -0.084074999999999997
decision_type=2 2 2 2 2 2
left_child=1 2 5 4 -4 -1
right_child=-2 -3 3 -5 -6 -7
leaf_value=1.7683722757541387e-05 0.00018180379025943604 -0.00031048559786586954 -0.00039603518584001177 0.00015608026898526257 2.8483380069286229e-05 0.00032493395928114856
leaf_weight=0.0010834526021789332 0.0010151274117895428 0.0010236958684732549 0.0013016771390105643 0.0012900034383134091 0.0012047902120438257 0.0010602101336575334
leaf_count=449 296 662 407 410 278 619
internal_value=0 -3.36071e-05 1.41088e-05 -7.3713e-05 -0.000191981 0.000169643
internal_weight=0 0.00696383 0.00594013 0.00379647 0.00250647 0.00214366
internal_count=3121 2825 2163 1095 685 1068
is_linear=0
shrinkage=0.00196078


Tree=9089
num_leaves=6
num_cat=0
split_feature=457 1 15 2 1
split_gain=1.73846e-05 3.31984e-05 2.73324e-05 4.44554e-05 2.949e-05
threshold=0.045365000000000009 0.12500000000000003 1.0000000180025095e-35 0.10912000000000001 0.086560000000000012
decision_type=2 2 2 2 2
left_child=1 2 3 4 -1
right_child=-2 -3 -4 -5 -6
leaf_value=3.3326268696084553e-05 0.00023836953692397069 0.00029042203892691337 -0.00030431169661880559 0.00027860005165619885 -0.00035216109123575363
leaf_weight=0.0016718444086212066 0.0010123203066925756 0.0010260195324326895 0.0016740940462758721 0.0014028810645960945 0.0014035019541786123
leaf_count=708 289 261 1139 325 399
internal_value=0 -3.61041e-05 -9.05587e-05 -1.06515e-05 -0.000142599
internal_weight=0 0.00717834 0.00615232 0.00447823 0.00307535
internal_count=3121 2832 2571 1432 1107
is_linear=0
shrinkage=0.00196078


Tree=9090
num_leaves=7
num_cat=0
split_feature=484 48 0 16 16 2
split_gain=2.74477e-05 3.03672e-05 7.17747e-05 3.09223e-05 4.23398e-05 2.70837e-05
threshold=0.044540000000000003 0.082620000000000013 -0.18113999999999997 -0.15241499999999997 0.38525000000000004 0.088930000000000023
decision_type=2 2 2 2 2 2
left_child=1 3 -3 -1 5 -5
right_child=-2 2 -4 4 -6 -7
leaf_value=0.00010420557146710611 0.0002982183213601182 -0.00018244008087423867 0.00050288750415946508 -0.00017344199538693237 0.00010477440749053667 -0.00057896417090313546
leaf_weight=0.0015025412340221814 0.0010109391296184286 0.0012583847608853144 0.0011021055416088159 0.0013259577401366247 0.0010268960654432114 0.0012119455603463174
leaf_count=348 435 83 461 982 272 540
internal_value=0 -4.61546e-05 0.000137537 -0.000131723 -0.000231165 -0.000367094
internal_weight=0 0.00742783 0.00236049 0.00506734 0.0035648 0.0025379
internal_count=3121 2686 544 2142 1794 1522
is_linear=0
shrinkage=0.00196078


Tree=9091
num_leaves=6
num_cat=0
split_feature=484 1 49 2 3
split_gain=2.17467e-05 3.13326e-05 3.27943e-05 4.52565e-05 5.79229e-05
threshold=0.044540000000000003 0.12408500000000001 -0.043469999999999995 0.10613000000000002 -0.059315
decision_type=2 2 2 2 2
left_child=1 2 -1 4 -4
right_child=-2 -3 3 -5 -6
leaf_value=0.00014590795144635548 0.00025753116709817625 0.00024757550256932723 -0.00027709648803552703 -0.00047460163797744128 0.00025177341159190005
leaf_weight=0.0015234001847139571 0.0010084918075545981 0.0011529800628422076 0.0019193255283594551 0.0014409601452939616 0.0013605843640815559
leaf_count=321 435 242 1528 385 210
internal_value=0 -4.94015e-05 -0.000104237 -0.000184958 -5.77087e-05
internal_weight=0 0.00739725 0.00624427 0.00472087 0.00327991
internal_count=3121 2686 2444 2123 1738
is_linear=0
shrinkage=0.00196078


Tree=9092
num_leaves=6
num_cat=0
split_feature=457 15 2 52 0
split_gain=3.07676e-05 3.47704e-05 3.21179e-05 3.6213e-05 2.63265e-05
threshold=0.045365000000000009 1.0000000180025095e-35 0.10912000000000001 -0.081934999999999994 -0.026509999999999995
decision_type=2 2 2 2 2
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right_child=-2 -3 -4 4 -6
leaf_value=0.00023856827596251348 0.00031180607127977627 -0.00028018874981502339 0.00024393256449460978 -3.3504511229325931e-05 -0.00043276158112143476
leaf_weight=0.0010150195813641975 0.0010384729119277758 0.0018619214291382327 0.0018064806812588454 0.0015448512668404745 0.0010780640948923744
leaf_count=412 289 1167 463 673 117
internal_value=0 -4.88867e-05 3.02157e-05 -7.59092e-05 -0.000197606
internal_weight=0 0.00730634 0.00544442 0.00363793 0.00262292
internal_count=3121 2832 1665 1202 790
is_linear=0
shrinkage=0.00196078


Tree=9093
num_leaves=6
num_cat=0
split_feature=3 13 48 0 15
split_gain=9.49516e-06 1.61066e-05 2.35898e-05 3.36664e-05 3.07465e-05
threshold=0.13524500000000003 -0.086919999999999983 0.091545000000000015 -0.053834999999999994 -0.055554999999999993
decision_type=2 2 2 2 2
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leaf_weight=0.0013010353636389834 0.0011517285462458145 0.001280622709696247 0.0010150220440339206 0.0014193619881346705 0.0015146382855171126
leaf_count=530 192 576 252 395 1176
internal_value=0 -0.00153642 0.000940605 -0.00235538 0.00401337
internal_weight=0 0.00653068 0.00522965 0.00421462 0.00279526
internal_count=3121 2929 2399 2147 1752
is_linear=0
shrinkage=0.1


Tree=9094
num_leaves=6
num_cat=0
split_feature=484 1 4 0 4
split_gain=2.22808e-05 3.02417e-05 2.13667e-05 4.47825e-05 2.60697e-05
threshold=0.027540000000000002 0.12500000000000003 -0.082109999999999975 -0.10011499999999998 0.25615500000000008
decision_type=2 2 2 2 2
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right_child=-2 -3 3 -5 -6
leaf_value=8.0535777376207393e-05 0.00027289044549080275 0.00026715953597411946 0.00011181218450864299 -0.00045339354453081515 -0.00027053241614125506
leaf_weight=0.0019413711511224027 0.0010000368246317884 0.0010614830612570274 0.0018610533262166727 0.0014154458645484346 0.0010855425170518841
leaf_count=650 447 232 273 1365 154
internal_value=0 -3.90236e-05 -9.05843e-05 -0.000166743 -2.90457e-05
internal_weight=0 0.0073649 0.00630341 0.00436204 0.0029466
internal_count=3121 2674 2442 1792 427
is_linear=0
shrinkage=0.00196078


Tree=9095
num_leaves=7
num_cat=0
split_feature=457 43 3 2 4 0
split_gain=3.30525e-05 3.08872e-05 7.40345e-05 4.17278e-05 3.08618e-05 2.4596e-05
threshold=0.045365000000000009 -0.067199999999999996 -0.078344999999999984 0.098260000000000014 0.053925000000000008 -0.10011499999999998
decision_type=2 2 2 2 2 2
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leaf_value=-0.00014661741235079916 0.00031441699051625033 -0.00013951003753731269 0.00053441410098368743 0.00024570594383027748 -0.00019297502150641748 -0.00054410424297956009
leaf_weight=0.00158187710963024 0.0010654498111338628 0.0011789302386249463 0.0010027201119144004 0.0012475658017311816 0.0012190501933599005 0.0011327011888680419
leaf_count=825 289 193 381 306 232 895
internal_value=0 -5.50813e-05 0.000117596 -0.000148484 2.89012e-05 -0.000337762
internal_weight=0 0.00736284 0.0025846 0.00477825 0.00246662 0.00231163
internal_count=3121 2832 1206 1626 538 1088
is_linear=0
shrinkage=0.00196078


Tree=9096
num_leaves=7
num_cat=0
split_feature=457 15 151 16 15 1
split_gain=2.00831e-05 3.08474e-05 4.41146e-05 3.42166e-05 4.27421e-05 2.9762e-05
threshold=0.045365000000000009 0.088655000000000025 -0.0017399999999999998 -0.056919999999999991 -0.016799999999999995 0.10089500000000001
decision_type=2 2 2 2 2 2
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right_child=-2 -3 3 4 -6 -7
leaf_value=-0.0003642362026706603 0.00025020795478428057 -0.00034956895980908391 3.301717661904104e-05 -0.00036952695856120097 0.00012447985162532599 0.0004828497683055265
leaf_weight=0.0010106605989907659 0.0010247933101688901 0.0010750172878629298 0.0010996775354171102 0.0010660301618236996 0.0018280808010749593 0.0011640911231125535
leaf_count=328 289 662 730 510 324 278
internal_value=0 -4.30576e-05 1.03594e-05 8.37596e-05 -5.74849e-05 0.000264333
internal_weight=0 0.00724356 0.00616854 0.00515788 0.00289411 0.00226377
internal_count=3121 2832 2170 1842 834 1008
is_linear=0
shrinkage=0.00196078


Tree=9097
num_leaves=6
num_cat=0
split_feature=457 1 15 2 1
split_gain=1.71741e-05 2.94487e-05 2.77333e-05 4.11198e-05 4.12703e-05
threshold=0.069910000000000014 0.12500000000000003 1.0000000180025095e-35 0.10912000000000001 0.086560000000000012
decision_type=2 2 2 2 2
left_child=1 2 3 4 -1
right_child=-2 -3 -4 -5 -6
leaf_value=7.294651748327886e-05 0.00023575407413433297 0.00027128518055037295 -0.00030335892060146511 0.00026889628905414279 -0.00038049973020884859
leaf_weight=0.0016907464635893192 0.0010146459943149956 0.0010245520639718475 0.0016721032781243069 0.0014177123349184656 0.0014196624243137581
leaf_count=718 267 261 1139 327 409
internal_value=0 -3.66698e-05 -8.75576e-05 -7.8685e-06 -0.000134017
internal_weight=0 0.00722478 0.00620022 0.00452812 0.00311041
internal_count=3121 2854 2593 1454 1127
is_linear=0
shrinkage=0.00196078


Tree=9098
num_leaves=6
num_cat=0
split_feature=457 1 160 16 0
split_gain=1.53269e-05 2.40569e-05 2.55106e-05 3.51515e-05 2.76274e-05
threshold=0.045365000000000009 0.12500000000000003 -0.073679999999999982 -0.056919999999999991 -0.11756999999999999
decision_type=2 2 2 2 2
left_child=1 2 -1 4 -4
right_child=-2 -3 3 -5 -6
leaf_value=0.00018106327945021085 0.0002207380812254229 0.00024217994871492867 -0.00023984818354174631 -0.00034955409413860557 0.00014192718323994768
leaf_weight=0.0011404847851297206 0.0010128749696510448 0.0010173491135896905 0.0012206452821530878 0.0019478516406691974 0.0018084530116584095
leaf_count=615 289 261 181 816 959
internal_value=0 -3.70157e-05 -8.34468e-05 -0.00014406 -1.1918e-05
internal_weight=0 0.00713478 0.00611743 0.00497695 0.0030291
internal_count=3121 2832 2571 1956 1140
is_linear=0
shrinkage=0.00196078


Tree=9099
num_leaves=7
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split_feature=131 13 16 2 48 16
split_gain=2.59993e-05 3.68555e-05 5.05397e-05 2.67713e-05 6.58568e-05 4.1713e-05
threshold=0.077555000000000027 -0.074044999999999986 -0.014034999999999997 0.11215000000000001 0.083985000000000018 0.0065250000000000004
decision_type=2 2 2 2 2 2
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right_child=-2 3 -4 -5 -6 -7
leaf_value=-1.8583441953342085e-05 -0.00030470062459602532 -0.00033550191639323336 0.00055410020646561996 -0.00031323134026156222 0.00042524638224824413 0.00015955851273170293
leaf_weight=0.0013591978452970189 0.0010042990882378894 0.0016897719659227193 0.0010502711369764143 0.001244835958920696 0.0010914241785099513 0.0010678943229126051
leaf_count=658 522 746 423 299 224 249
internal_value=0 3.12351e-05 0.000231045 -6.32768e-05 1.75611e-05 -0.000143792
internal_weight=0 0.0075034 0.00240947 0.00509393 0.00384909 0.00275767
internal_count=3121 2599 1081 1518 1219 995
is_linear=0
shrinkage=0.00196078


Tree=9100
num_leaves=6
num_cat=0
split_feature=1 42 49 13 0
split_gain=9.44917e-06 1.84895e-05 2.41781e-05 2.41216e-05 4.16063e-05
threshold=0.12500000000000003 0.091545000000000015 -0.00064499999999999985 -0.082014999999999991 -0.10011499999999998
decision_type=2 2 2 2 2
left_child=1 2 -1 -4 -5
right_child=-2 -3 3 4 -6
leaf_value=-0.0093065202602096667 0.0088359125628498583 -0.013922600874222755 0.015184636903844879 0.012395181907023749 -0.013176790980676973
leaf_weight=0.0016813269515763025 0.0010309389675659461 0.0010092600594505093 0.0014684997837163829 0.0012232817951963689 0.0013258610337047875
leaf_count=523 279 601 529 200 989
internal_value=0 -0.00144718 0.000762162 0.00497576 -0.000905321
internal_weight=0 0.00670823 0.00569897 0.00401764 0.00254914
internal_count=3121 2842 2241 1718 1189
is_linear=0
shrinkage=0.1


Tree=9101
num_leaves=7
num_cat=0
split_feature=50 15 16 48 0 52
split_gain=3.44854e-05 3.12957e-05 5.81037e-05 4.78757e-05 5.12596e-05 5.02945e-05
threshold=0.079410000000000008 -0.14712999999999996 -0.36241499999999999 0.089575000000000016 -0.10607499999999999 0.08976000000000002
decision_type=2 2 2 2 2 2
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right_child=-2 2 3 -5 5 -7
leaf_value=0.00037007490643172419 -0.00033341774553589704 -0.00040827634992767918 0.00033139642267022512 0.00046885294932350985 -0.00034679516386661494 0.00014104609325332596
leaf_weight=0.0010087253713083966 0.0010329759900935074 0.0011184087127146299 0.0012670605462281842 0.0010051895012914485 0.0018503722377782956 0.0014485648550524601
leaf_count=355 609 212 167 221 1161 396
internal_value=0 4.81253e-05 -4.21574e-07 8.14548e-05 -3.8297e-06 -0.000132584
internal_weight=0 0.00769832 0.0066896 0.00557119 0.004566 0.00329894
internal_count=3121 2512 2157 1945 1724 1557
is_linear=0
shrinkage=0.00196078


Tree=9102
num_leaves=7
num_cat=0
split_feature=4 0 52 150 15 3
split_gain=2.03965e-05 4.40193e-05 3.19186e-05 2.47048e-05 2.98315e-05 2.88838e-05
threshold=-0.46376499999999993 -0.019414999999999998 -0.088204999999999992 0.081835000000000019 -0.0088349999999999974 0.095270000000000007
decision_type=2 2 2 2 2 2
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leaf_value=-0.0002621602875926771 -0.00033303614578773089 0.00041010563015567652 1.8465293650932113e-05 0.00030790528923422308 0.00015970288672039645 -0.00041085763718370704
leaf_weight=0.0010257634766067504 0.0010913235183551105 0.0010246250304374099 0.0013564611934911036 0.001029184043030618 0.0018154236419823983 0.0010839178249218316
leaf_count=183 518 196 677 306 1121 120
internal_value=0 3.28723e-05 -2.77463e-05 3.52945e-05 -3.06311e-05 -0.000172223
internal_weight=0 0.00740094 0.00637631 0.00528499 0.0042558 0.00244038
internal_count=3121 2938 2742 2224 1918 797
is_linear=0
shrinkage=0.00196078


Tree=9103
num_leaves=7
num_cat=0
split_feature=457 1 15 160 2 13
split_gain=2.0759e-05 3.01829e-05 3.32743e-05 3.56532e-05 6.14958e-05 1.90245e-05
threshold=0.069910000000000014 0.12500000000000003 1.0000000180025095e-35 -0.073679999999999982 0.10912000000000001 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2
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right_child=-2 -3 -4 4 -6 -7
leaf_value=0.00030487314446812008 0.00025185775801685108 0.00026425030506727499 -0.00032882557982520438 -0.00047212945767290869 0.00029026329302234686 -0.00012379241693290946
leaf_weight=0.001070953953417865 0.0010398470878093926 0.0010463883091582325 0.0017100167802827117 0.0010607794696727798 0.0010632261208837115 0.0013962134508552515
leaf_count=468 267 261 1139 508 253 225
internal_value=0 -4.41416e-05 -9.53538e-05 -8.39551e-06 -0.000103701 -0.000274183
internal_weight=0 0.00734758 0.00630119 0.00459117 0.00352022 0.00245699
internal_count=3121 2854 2593 1454 986 733
is_linear=0
shrinkage=0.00196078


Tree=9104
num_leaves=6
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split_feature=16 52 0 0 2
split_gain=8.7096e-06 3.11717e-05 3.34745e-05 2.71063e-05 5.50669e-05
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decision_type=2 2 2 2 2
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leaf_weight=0.00151133322120492 0.0010965032962028847 0.0012270044272958075 0.0015958877214083587 0.0011265090559330845 0.0012120136313443124
leaf_count=274 311 591 575 1197 173
internal_value=0 -0.00142803 0.00181628 -0.00323159 0.00216511
internal_weight=0 0.00667275 0.00544574 0.00384986 0.00272335
internal_count=3121 2810 2219 1644 447
is_linear=0
shrinkage=0.1


Tree=9105
num_leaves=7
num_cat=0
split_feature=4 0 13 49 43 3
split_gain=2.0086e-05 7.12859e-05 2.49245e-05 4.40135e-05 5.25502e-05 6.65042e-05
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decision_type=2 2 2 2 2 2
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leaf_value=-0.00026282093746320595 0.00044906740858929645 0.00050728418089435417 -0.00032616528166878249 -0.00036311251142667392 -0.00030700754762246803 0.00026658392771894868
leaf_weight=0.0010306804385161591 0.0011601177895049484 0.0010320027250304157 0.0010388015349070542 0.0010055898819935679 0.0016673212912641483 0.0014556194323868969
leaf_count=183 673 196 452 533 883 201
internal_value=0 2.94439e-05 -4.84915e-05 6.04944e-06 9.27224e-05 -3.96535e-05
internal_weight=0 0.00735945 0.00632745 0.00528865 0.00428306 0.00312294
internal_count=3121 2938 2742 2290 1757 1084
is_linear=0
shrinkage=0.00196078


Tree=9106
num_leaves=6
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split_feature=50 15 16 52 15
split_gain=3.06173e-05 3.161e-05 4.14634e-05 4.35955e-05 2.02662e-05
threshold=0.079410000000000008 -0.10653 -0.084119999999999986 1.0000000180025095e-35 -0.016799999999999995
decision_type=2 2 2 2 2
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leaf_value=0.00029061484147807685 -0.00032468655637317922 -0.00025875163458320509 -0.00027722062490993587 0.00033817270943182413 8.9426960134180041e-05
leaf_weight=0.0015419643106192151 0.0010005023125593425 0.0019484588880983814 0.0010821510224033656 0.0016171599106727091 0.0012480952087156657
leaf_count=455 609 583 490 513 471
internal_value=0 4.06636e-05 -2.47069e-05 9.08187e-05 -8.08418e-05
internal_weight=0 0.00743783 0.00589587 0.00394741 0.00233025
internal_count=3121 2512 2057 1474 961
is_linear=0
shrinkage=0.00196078


Tree=9107
num_leaves=7
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split_feature=484 12 15 52 3 16
split_gain=1.87576e-05 2.07121e-05 3.80036e-05 6.97829e-05 9.71474e-05 3.12312e-05
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decision_type=2 2 2 2 2 2
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leaf_count=1002 452 321 529 220 289 308
internal_value=0 -3.48938e-05 7.21077e-06 -6.66722e-05 -0.000186314 -4.62559e-06
internal_weight=0 0.00732383 0.00629711 0.0050978 0.00400776 0.00295947
internal_count=3121 2669 2348 1819 1599 597
is_linear=0
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Tree=9108
num_leaves=6
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split_feature=157 0 16 47 2
split_gain=8.97619e-06 2.33609e-05 3.4044e-05 2.14022e-05 1.88735e-05
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decision_type=2 2 2 2 2
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internal_weight=0 0.00677878 0.00506728 0.00364921 0.00261556
internal_count=3121 2550 2293 1474 1331
is_linear=0
shrinkage=0.1


Tree=9109
num_leaves=7
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split_feature=4 0 2 16 15 2
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decision_type=2 2 2 2 2 2
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leaf_weight=0.0010298090226936148 0.0018095534487030437 0.0010197224280092433 0.0011311068010861794 0.0012188456019005967 0.0011021839540584794 0.0010031040555013317
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internal_weight=0 0.00728452 0.00626479 0.00445524 0.00323639 0.00210529
internal_count=3121 2938 2742 2093 1477 1169
is_linear=0
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Tree=9110
num_leaves=6
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split_feature=1 12 48 13 1
split_gain=8.91246e-06 1.61392e-05 3.94783e-05 3.55765e-05 2.15348e-05
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decision_type=2 2 2 2 2
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internal_weight=0 0.00675142 0.00500136 0.0037346 0.0024569
internal_count=3121 2842 1977 1709 766
is_linear=0
shrinkage=0.1


Tree=9111
num_leaves=6
num_cat=0
split_feature=4 151 0 47 15
split_gain=8.60674e-06 1.35815e-05 2.87592e-05 4.26393e-05 6.75544e-05
threshold=0.27044500000000005 -0.016164999999999995 -0.11756999999999999 0.085270000000000026 0.088235000000000022
decision_type=2 2 2 2 2
left_child=1 -1 -3 4 -4
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leaf_weight=0.0010058660065663727 0.0012715015924855888 0.0012543732389346 0.0019032636425522025 0.0012027859406285243 0.0011377548618420751
leaf_count=456 365 230 1168 268 634
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internal_weight=0 0.00650404 0.00549818 0.0042438 0.00304102
internal_count=3121 2756 2300 2070 1802
is_linear=0
shrinkage=0.1


Tree=9112
num_leaves=5
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split_feature=42 43 13 15
split_gain=9.64551e-06 2.05832e-05 2.21129e-05 2.10078e-05
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decision_type=2 2 2 2
left_child=-1 -2 -3 -4
right_child=1 2 3 -5
leaf_value=-0.007798790281693827 0.010630688969093751 0.0075661367401277744 0.00055381969233370457 -0.016162575200025078
leaf_weight=0.001331493053118007 0.0017987210627741015 0.0015933578719210836 0.0016680175511547752 0.0013686495366699049
leaf_count=862 1041 312 208 698
internal_value=0 0.00155242 -0.00197441 -0.00698039
internal_weight=0 0.00642875 0.00463002 0.00303667
internal_count=3121 2259 1218 906
is_linear=0
shrinkage=0.1


Tree=9113
num_leaves=6
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split_feature=52 3 3 4 0
split_gain=7.98608e-06 2.92659e-05 2.8571e-05 3.71251e-05 5.69333e-05
threshold=0.10347000000000002 0.12178000000000001 0.090900000000000009 0.053180000000000012 -0.077999999999999986
decision_type=2 2 2 2 2
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leaf_weight=0.0011880883078798012 0.0014605547233929525 0.0010658817687861184 0.0010831561255303102 0.0016438738666347914 0.0013117157673806343
leaf_count=1230 583 171 128 458 551
internal_value=0 -0.00159331 0.00148631 -0.00229373 -0.0099695
internal_weight=0 0.00629272 0.00522683 0.00414368 0.0024998
internal_count=3121 2538 2367 2239 1781
is_linear=0
shrinkage=0.1


Tree=9114
num_leaves=6
num_cat=0
split_feature=13 47 52 0 42
split_gain=9.13124e-06 2.14874e-05 2.63989e-05 4.60329e-05 3.7257e-05
threshold=-0.23438999999999996 0.10904500000000002 -0.069804999999999992 -0.14723999999999998 0.088380000000000014
decision_type=2 2 2 2 2
left_child=-1 2 -2 -4 -5
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leaf_weight=0.0010199950462578761 0.0015195063343108207 0.0010485897666042869 0.0011558631696825051 0.0019807178227544148 0.0010134108479183885
leaf_count=169 754 163 189 1197 649
internal_value=0 -0.0013822 0.00105 0.00517903 -0.00136474
internal_weight=0 0.00671809 0.0056695 0.00414999 0.00299413
internal_count=3121 2952 2789 2035 1846
is_linear=0
shrinkage=0.1


Tree=9115
num_leaves=6
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split_feature=52 52 133 16 1
split_gain=9.27838e-06 2.23407e-05 1.73772e-05 5.60835e-05 5.4103e-05
threshold=-0.081429999999999989 -0.0064899999999999992 0.090310000000000015 -0.014034999999999997 0.10937500000000001
decision_type=2 2 2 2 2
left_child=-1 -2 3 4 -3
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leaf_value=0.0065382889241678236 -0.015008456842200802 -0.014006179906080217 -0.010664771647113139 0.022603387715492244 0.014931470055703692
leaf_weight=0.0016787682394680545 0.0010653554232692977 0.0018050078702300438 0.0010239467530093402 0.0011453852923170339 0.0010062893600217468
leaf_count=771 438 1027 455 197 233
internal_value=0 -0.00186501 0.000946375 0.00395121 -0.0036481
internal_weight=0 0.00604598 0.00498063 0.00395668 0.0028113
internal_count=3121 2350 1912 1457 1260
is_linear=0
shrinkage=0.1


Tree=9116
num_leaves=6
num_cat=0
split_feature=15 0 0 4 4
split_gain=8.46217e-06 1.75345e-05 5.55143e-05 3.03357e-05 3.10484e-05
threshold=-0.11713499999999999 -0.10011499999999998 -0.14920999999999998 -0.082109999999999975 -0.42529999999999996
decision_type=2 2 2 2 2
left_child=-1 2 -2 4 -3
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leaf_value=-0.0070737444275655939 -0.0065386494832714347 -0.0073651867297539701 0.023598245581653715 -0.012594230836407483 0.016689997630036008
leaf_weight=0.0013980846227685632 0.0012541007500953181 0.0010240436908223486 0.0011923947659758581 0.0017138509638774469 0.0011271558677110648
leaf_count=484 178 196 251 1516 496
internal_value=0 0.00152476 0.00814974 -0.0026687 0.00523892
internal_weight=0 0.00631155 0.0024465 0.00386505 0.0021512
internal_count=3121 2637 429 2208 692
is_linear=0
shrinkage=0.1


Tree=9117
num_leaves=6
num_cat=0
split_feature=457 15 15 2 0
split_gain=3.47698e-05 2.75029e-05 3.6508e-05 5.14632e-05 3.73453e-05
threshold=0.045365000000000009 1.0000000180025095e-35 -0.040439999999999997 0.10444500000000002 0.047850000000000011
decision_type=2 2 2 2 2
left_child=1 2 3 -1 -4
right_child=-2 -3 4 -5 -6
leaf_value=-0.00037578501149336318 0.0003237532156218694 -0.00025896597663235837 0.00045521751358719301 0.00012969194665673445 -3.2606121525976761e-05
leaf_weight=0.001560175616612394 0.0010758959339420377 0.0018710199715148389 0.0011373661821244168 0.0015375047163759467 0.0012850375851890742
leaf_count=750 289 1167 299 446 170
internal_value=0 -5.35198e-05 1.61157e-05 -0.000124896 0.000196437
internal_weight=0 0.0073911 0.00552008 0.00309768 0.0024224
internal_count=3121 2832 1665 1196 469
is_linear=0
shrinkage=0.00196078


Tree=9118
num_leaves=6
num_cat=0
split_feature=52 15 2 3 52
split_gain=8.9302e-06 2.65839e-05 4.52616e-05 2.90365e-05 2.30656e-05
threshold=-0.057699999999999994 -0.11713499999999999 0.10613000000000002 -0.059315 -0.12005499999999998
decision_type=2 2 2 2 2
left_child=4 -2 3 -3 -1
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leaf_value=-0.0059480206843512649 -0.015877849387975561 -0.00045991368338457695 -0.015729611714130343 0.019130030666314399 0.014146787906451339
leaf_weight=0.0010326692799257223 0.0011329216172807988 0.0018469716222733535 0.0011372861153607469 0.0012816579857705521 0.0012782786640457861
leaf_count=537 374 1399 256 166 389
internal_value=0 -0.00226136 0.00135484 0.0075652 0.00516723
internal_weight=0 0.00539884 0.00426592 0.00312863 0.00231095
internal_count=3121 2195 1821 1565 926
is_linear=0
shrinkage=0.1


Tree=9119
num_leaves=7
num_cat=0
split_feature=457 12 52 12 13 1
split_gain=2.56172e-05 2.89764e-05 3.17191e-05 3.86567e-05 7.6013e-05 0.000106451
threshold=0.045365000000000009 -0.010834999999999999 0.11434500000000002 0.097825000000000009 -0.094514999999999988 0.086560000000000012
decision_type=2 2 2 2 2 2
left_child=1 -1 3 4 -3 -6
right_child=-2 2 -4 -5 5 -7
leaf_value=0.00024247791804331664 0.00027846152956148362 0.00031281071911658177 -0.0004184641510483062 0.00024442434727524185 7.9087251275751017e-05 -0.00068413598697340025
leaf_weight=0.0011110840569585525 0.0010482800364960522 0.0010405686968720127 0.0010145502005982745 0.0013617911986957289 0.0013869963137967869 0.0014238618477948983
leaf_count=342 289 185 435 397 1015 458
internal_value=0 -4.92182e-05 -0.000101259 -3.95275e-05 -0.000139927 -0.000307529
internal_weight=0 0.00733885 0.00622777 0.00521322 0.00385143 0.00281086
internal_count=3121 2832 2490 2055 1658 1473
is_linear=0
shrinkage=0.00196078


Tree=9120
num_leaves=7
num_cat=0
split_feature=457 2 52 0 16 13
split_gain=1.81006e-05 3.26199e-05 4.67676e-05 4.04133e-05 5.10585e-05 4.70894e-05
threshold=0.045365000000000009 0.11293500000000002 0.10160000000000001 -0.084269999999999984 -0.15241499999999997 -0.0034749999999999994
decision_type=2 2 2 2 2 2
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right_child=-2 -3 -4 5 -6 -7
leaf_value=8.9276143331560695e-05 0.00024069826245053108 0.0001891041417908796 -0.00048865781139056431 0.00041619932524077508 -0.00053059732391392569 -0.00014896348297828782
leaf_weight=0.0010085046793113087 0.001032665164019223 0.0018299764525372226 0.0010342982918986349 0.0012261725413416145 0.0010353818666183851 0.0010540513878431732
leaf_count=156 289 481 472 599 749 375
internal_value=0 -3.69179e-05 -0.000114108 -2.4518e-05 -0.000224736 0.000154948
internal_weight=0 0.00718839 0.00535841 0.00432411 0.00204389 0.00228022
internal_count=3121 2832 2351 1879 905 974
is_linear=0
shrinkage=0.00196078


Tree=9121
num_leaves=7
num_cat=0
split_feature=457 1 151 2 52 3
split_gain=3.29983e-05 4.37971e-05 3.16041e-05 5.65865e-05 5.59068e-05 3.46791e-05
threshold=0.045365000000000009 0.12500000000000003 -0.0017399999999999998 0.10912000000000001 0.090245000000000006 -0.086769999999999986
decision_type=2 2 2 2 2 2
left_child=1 2 -1 4 5 -4
right_child=-2 -3 3 -5 -6 -7
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leaf_weight=0.0010065371399708527 0.0010254312735878965 0.0010327815652302185 0.0010569777533929205 0.0012140604136942571 0.0012908619048913692 0.0016514166399088529
leaf_count=305 289 261 493 349 533 891
internal_value=0 -5.36292e-05 -0.000115719 -5.43045e-05 -0.000166858 -6.80798e-06
internal_weight=0 0.00725264 0.00621985 0.00521332 0.00399926 0.00270839
internal_count=3121 2832 2571 2266 1917 1384
is_linear=0
shrinkage=0.00196078


Tree=9122
num_leaves=6
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split_feature=15 16 2 0 43
split_gain=9.18335e-06 3.35366e-05 3.96284e-05 2.47261e-05 2.92438e-05
threshold=-0.15026499999999995 -0.36241499999999999 0.10912000000000001 -0.053834999999999994 -0.072864999999999985
decision_type=2 2 2 2 2
left_child=-1 -2 3 4 -3
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leaf_value=0.0085077677370290049 -0.018299456110979627 0.015188393028934245 0.018509904410203039 -0.012130069806624379 -0.0054083501411707601
leaf_weight=0.0010801045291465253 0.0010014175482098136 0.0011768143935785014 0.0011082511976213275 0.0016978139855003509 0.001664163678079594
leaf_count=363 216 843 370 259 1070
internal_value=0 -0.00143384 0.00155702 -0.00258242 0.00312341
internal_weight=0 0.00664846 0.00564704 0.00453879 0.00284098
internal_count=3121 2758 2542 2172 1913
is_linear=0
shrinkage=0.1


Tree=9123
num_leaves=6
num_cat=0
split_feature=457 1 15 2 1
split_gain=2.56618e-05 3.62886e-05 3.6328e-05 4.38543e-05 4.14109e-05
threshold=0.045365000000000009 0.12500000000000003 1.0000000180025095e-35 0.10912000000000001 0.086560000000000012
decision_type=2 2 2 2 2
left_child=1 2 3 4 -1
right_child=-2 -3 -4 -5 -6
leaf_value=6.2726855092895697e-05 0.00028185894622067881 0.00028868266231350884 -0.000348580678121807 0.00027043008872761314 -0.00038819437576761002
leaf_weight=0.0017233555686700639 0.0010443030206270928 0.0010619847188579551 0.0016946283620732144 0.0014430306922379168 0.0014350435920222888
leaf_count=708 289 261 1139 325 399
internal_value=0 -4.65986e-05 -0.000103152 -1.27648e-05 -0.000142153
internal_weight=0 0.00735804 0.00629606 0.00460143 0.0031584
internal_count=3121 2832 2571 1432 1107
is_linear=0
shrinkage=0.00196078


Tree=9124
num_leaves=6
num_cat=0
split_feature=43 133 1 0 3
split_gain=8.2268e-06 3.73057e-05 3.69668e-05 2.22196e-05 2.20562e-05
threshold=-0.09225499999999999 0.076280000000000014 0.104035 -0.084144999999999984 0.11296500000000002
decision_type=2 2 2 2 2
left_child=-1 2 3 -2 -4
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leaf_value=-0.0061768900982418842 -0.0027823856597657139 0.018447129973621506 0.01833298511316615 -0.021476786035341464 -0.0016080841387563181
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leaf_count=476 691 827 295 633 199
internal_value=0 0.00169166 -0.00200486 -0.00988073 0.00750703
internal_weight=0 0.00602318 0.00493454 0.00269941 0.00223512
internal_count=3121 2645 1818 1324 494
is_linear=0
shrinkage=0.1


Tree=9125
num_leaves=6
num_cat=0
split_feature=0 1 16 52 1
split_gain=8.63057e-06 1.98759e-05 2.5195e-05 2.86741e-05 2.81833e-05
threshold=0.13134000000000004 0.077565000000000009 0.071345000000000006 -0.049749999999999996 0.10612500000000001
decision_type=2 2 2 2 2
left_child=1 -1 3 -3 -5
right_child=-2 2 -4 4 -6
leaf_value=-0.011194716523855515 0.0086060471577579078 0.019076901503824451 -0.012390094682761178 0.010350230524455883 -0.0089533227985627885
leaf_weight=0.0015667668152512249 0.0010043279529992786 0.0010885188141212939 0.0010214996892665999 0.0014325399585141982 0.0016023192065638121
leaf_count=1575 84 290 293 529 350
internal_value=0 -0.00133341 0.00166965 0.00515272 0.000158504
internal_weight=0 0.00671164 0.00514488 0.00412338 0.00303486
internal_count=3121 3037 1462 1169 879
is_linear=0
shrinkage=0.1


Tree=9126
num_leaves=6
num_cat=0
split_feature=16 4 0 13 3
split_gain=8.88131e-06 3.00933e-05 2.40674e-05 2.90723e-05 2.27873e-05
threshold=0.38525000000000004 -0.27825499999999997 -0.077999999999999986 -0.012549999999999997 0.090900000000000009
decision_type=2 2 2 2 2
left_child=1 -1 3 -3 -5
right_child=-2 2 -4 4 -6
leaf_value=-0.017216793087850454 0.0083161999167371027 0.0072588567292721411 0.01375006471008094 -0.019050441780823889 0.00022158501091596038
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leaf_count=155 311 1257 674 593 131
internal_value=0 -0.00141555 0.00146448 -0.00203793 -0.00922268
internal_weight=0 0.00661274 0.00559327 0.00435246 0.0024551
internal_count=3121 2810 2655 1981 724
is_linear=0
shrinkage=0.1


Tree=9127
num_leaves=5
num_cat=0
split_feature=0 47 49 3
split_gain=8.32667e-06 2.23583e-05 2.70277e-05 5.13442e-05
threshold=-0.019414999999999998 1.0000000180025095e-35 -0.054319999999999993 -0.059315
decision_type=2 2 2 2
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leaf_weight=0.0011955621711616416 0.0018800585740634725 0.0017789176266919515 0.0013519750601937415 0.0014880411688652615
leaf_count=303 365 414 1649 390
internal_value=0 -0.0019031 0.00221397 0.00752376
internal_weight=0 0.0058145 0.00403558 0.00284002
internal_count=3121 2756 2342 2039
is_linear=0
shrinkage=0.1


Tree=9128
num_leaves=7
num_cat=0
split_feature=457 15 151 16 15 1
split_gain=1.81332e-05 3.12921e-05 3.19793e-05 4.24565e-05 3.79205e-05 3.58232e-05
threshold=0.045365000000000009 0.088655000000000025 -0.0017399999999999998 -0.056919999999999991 -0.016799999999999995 0.10089500000000001
decision_type=2 2 2 2 2 2
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internal_weight=0 0.00727528 0.00620716 0.00518412 0.00290372 0.0022804
internal_count=3121 2832 2170 1842 834 1008
is_linear=0
shrinkage=0.00196078


Tree=9129
num_leaves=7
num_cat=0
split_feature=457 15 151 16 15 1
split_gain=2.1708e-05 3.35769e-05 3.78133e-05 4.75865e-05 4.07519e-05 3.66208e-05
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decision_type=2 2 2 2 2 2
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internal_weight=0 0.00728236 0.00621904 0.00520128 0.00290224 0.00229904
internal_count=3121 2832 2170 1842 834 1008
is_linear=0
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Tree=9130
num_leaves=7
num_cat=0
split_feature=1 42 151 16 4 3
split_gain=8.66503e-06 1.7844e-05 2.23154e-05 6.69273e-05 2.62138e-05 2.32809e-05
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decision_type=2 2 2 2 2 2
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internal_count=3121 2842 2241 1790 1628 1263
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shrinkage=0.1


Tree=9131
num_leaves=7
num_cat=0
split_feature=457 15 43 52 16 12
split_gain=2.11348e-05 3.10617e-05 2.55602e-05 2.64642e-05 3.43731e-05 1.61113e-05
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decision_type=2 2 2 2 2 2
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internal_weight=0 0.00708845 0.00604686 0.00388546 0.00257724 0.0021614
internal_count=3121 2832 2170 1096 686 1074
is_linear=0
shrinkage=0.00196078


Tree=9132
num_leaves=7
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split_feature=457 15 151 16 1 1
split_gain=2.73054e-05 3.48445e-05 4.39687e-05 4.15276e-05 4.15444e-05 3.38035e-05
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decision_type=2 2 2 2 2 2
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leaf_count=343 267 662 730 456 278 385
internal_value=0 -4.61524e-05 9.70467e-06 8.28403e-05 0.000279647 -7.20903e-05
internal_weight=0 0.00735045 0.00627605 0.00523623 0.00230641 0.00292981
internal_count=3121 2854 2192 1849 1008 841
is_linear=0
shrinkage=0.00196078


Tree=9133
num_leaves=7
num_cat=0
split_feature=457 15 43 3 52 2
split_gain=2.00872e-05 2.74007e-05 2.27696e-05 2.75263e-05 2.74116e-05 3.58807e-05
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decision_type=2 2 2 2 2 2
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leaf_count=304 289 662 408 770 410 278
internal_value=0 -3.98377e-05 1.02498e-05 0.000169407 -7.92027e-05 -0.000196399
internal_weight=0 0.00720377 0.00614891 0.00221245 0.00393646 0.00260171
internal_count=3121 2832 2170 1074 1096 686
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shrinkage=0.00196078


Tree=9134
num_leaves=6
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split_feature=157 0 16 0 15
split_gain=9.16749e-06 2.28773e-05 3.21186e-05 2.01882e-05 2.48724e-05
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decision_type=2 2 2 2 2
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leaf_value=-0.0089707424137922542 0.008690023504607302 0.01130329780075261 -0.014961637994450706 0.012756600105418688 -0.012206111144640409
leaf_weight=0.0010000988888429893 0.0010379983134474018 0.0017036398303879718 0.0014012321172858148 0.0013148866400530994 0.0012623707132972573
leaf_count=571 181 257 819 1066 227
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internal_weight=0 0.00672013 0.00501649 0.00361526 0.00230037
internal_count=3121 2550 2293 1474 408
is_linear=0
shrinkage=0.1


Tree=9135
num_leaves=6
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split_feature=150 15 43 43 15
split_gain=1.07526e-05 2.58765e-05 4.24288e-05 4.32884e-05 2.26311e-05
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decision_type=2 2 2 2 2
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leaf_weight=0.0010231633118599663 0.0013580612906852058 0.0013715663998734107 0.001262701424040189 0.0012896552322354945 0.0014047037393134405
leaf_count=333 420 375 926 299 768
internal_value=0 -0.00176131 0.00325931 -0.00436338 -0.00987564
internal_weight=0 0.00635179 0.00392392 0.00255236 0.00242787
internal_count=3121 2701 1600 1225 1101
is_linear=0
shrinkage=0.1


Tree=9136
num_leaves=7
num_cat=0
split_feature=457 403 13 12 3 3
split_gain=2.82441e-05 3.54398e-05 6.63086e-05 8.30378e-05 9.98581e-05 6.97343e-05
threshold=0.045365000000000009 0.03138500000000001 0.11217000000000001 0.084100000000000022 -0.077774999999999983 0.088060000000000013
decision_type=2 2 2 2 2 2
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right_child=-2 -3 -4 4 -6 -7
leaf_value=0.00037103636561041281 0.00028516341041539059 0.00028403340529027849 0.00031913187914965884 -0.00084977085952469677 -3.2118844298527393e-05 -0.00024101461625189208
leaf_weight=0.0012318108508872507 0.0010628403944148417 0.0010134164451992269 0.0011352435593622043 0.0012726200157203178 0.0010464616780060942 0.0017081731262196414
leaf_count=467 289 346 162 1196 414 247
internal_value=0 -5.66379e-05 -0.00011063 -0.0002034 -0.000480814 1.54259e-05
internal_weight=0 0.00740773 0.00639431 0.00525907 0.00231908 0.00293998
internal_count=3121 2832 2486 2324 1610 714
is_linear=0
shrinkage=0.00196078


Tree=9137
num_leaves=5
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split_feature=42 49 42 1
split_gain=9.3834e-06 1.63028e-05 3.25324e-05 3.12805e-05
threshold=-1.0000000180025095e-35 -0.043469999999999995 0.088915000000000008 0.092695000000000013
decision_type=2 2 2 2
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leaf_value=-0.0077104959530997028 0.010678493437378832 0.011998213402818925 -0.015397095765664465 -0.0065185215631357613
leaf_weight=0.0013223987920718697 0.0014962120489861262 0.0019765723569218452 0.0012200368647580593 0.0016943793044593958
leaf_count=862 381 695 802 381
internal_value=0 0.00154414 -0.00125016 0.00345155
internal_weight=0 0.0063872 0.00489099 0.00367095
internal_count=3121 2259 1878 1076
is_linear=0
shrinkage=0.1


Tree=9138
num_leaves=6
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split_feature=1 12 48 13 1
split_gain=9.60125e-06 1.86203e-05 3.29249e-05 3.7168e-05 1.87101e-05
threshold=0.12500000000000003 0.092355000000000007 0.089670000000000014 -0.014169999999999999 0.086560000000000012
decision_type=2 2 2 2 2
left_child=1 2 3 -1 -5
right_child=-2 -3 -4 4 -6
leaf_value=-0.015985531680900649 0.0089343999169517446 -0.0103435785985836 0.015752623206119171 0.013547761193472056 -0.0044861203120317985
leaf_weight=0.0013857067155776791 0.001032510027160676 0.0017336800195511893 0.0012467167537090719 0.001178261732332816 0.0011242214209597589
leaf_count=1012 279 865 268 427 270
internal_value=0 -0.00142837 0.00170362 -0.00304535 0.00474245
internal_weight=0 0.00666859 0.00493491 0.00368819 0.00230248
internal_count=3121 2842 1977 1709 697
is_linear=0
shrinkage=0.1


Tree=9139
num_leaves=7
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split_feature=4 0 52 2 48 0
split_gain=3.30103e-05 3.20523e-05 2.57851e-05 3.42145e-05 3.6241e-05 4.70904e-05
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decision_type=2 2 2 2 2 2
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leaf_value=-0.00033785831890477478 -0.00028949326915181324 0.00035864865292180244 -0.0002670362269806443 -0.00024201543495661041 0.00043324761763751876 0.00023602827111705182
leaf_weight=0.0010216176348429645 0.0010826428874102312 0.0010322127988875536 0.0012717369108466068 0.0012385710220951937 0.0011040434521617584 0.0016353037471338494
leaf_count=183 518 196 248 315 295 1366
internal_value=0 3.82555e-05 -1.3971e-05 4.28502e-05 0.000130813 1.59537e-05
internal_weight=0 0.00736451 0.0063323 0.00524966 0.00401108 0.00290704
internal_count=3121 2938 2742 2224 1909 1614
is_linear=0
shrinkage=0.00196078


Tree=9140
num_leaves=6
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split_feature=4 16 160 16 43
split_gain=8.67789e-06 1.94772e-05 2.4304e-05 3.40461e-05 3.93069e-05
threshold=0.24564500000000003 -0.092484999999999984 -0.027994999999999996 -0.056919999999999991 -0.074359999999999996
decision_type=2 2 2 2 2
left_child=1 -1 -3 -4 -5
right_child=-2 2 3 4 -6
leaf_value=-0.011872310653284819 0.0063055437350681177 0.015159043625258257 0.011994113897625646 0.0043043157265975187 -0.021108977886198962
leaf_weight=0.0014591790798601251 0.0016834387981247562 0.0010019435952477577 0.0011163399419707593 0.001154988174685121 0.0012865905091523347
leaf_count=430 426 600 776 446 443
internal_value=0 -0.0018164 0.00140154 -0.0024727 -0.00908723
internal_weight=0 0.00601904 0.00455986 0.00355792 0.00244158
internal_count=3121 2695 2265 1665 889
is_linear=0
shrinkage=0.1


Tree=9141
num_leaves=7
num_cat=0
split_feature=50 4 42 13 1 16
split_gain=3.33595e-05 3.23877e-05 3.49502e-05 3.00536e-05 5.63406e-05 3.39466e-05
threshold=0.079410000000000008 0.36766000000000004 -1.0000000180025095e-35 -0.033284999999999988 0.086560000000000012 -0.014034999999999997
decision_type=2 2 2 2 2 2
left_child=1 2 -1 5 -5 -4
right_child=-2 -3 3 4 -6 -7
leaf_value=-0.00030472939030277453 -0.00033197651098245827 0.00036143979822470543 -0.00036718584661130218 0.00052483002158006304 -3.6738538373283101e-05 9.881584226397827e-05
leaf_weight=0.0012375121933557078 0.0010334694243700126 0.0010599474435659933 0.0010352044894962778 0.0011864049993678899 0.0016313356421634321 0.001432915106128163
leaf_count=673 609 303 552 143 287 554
internal_value=0 4.35444e-05 -8.10869e-06 6.13354e-05 0.000199709 -9.66395e-05
internal_weight=0 0.00758332 0.00652337 0.00528586 0.00281774 0.00246812
internal_count=3121 2512 2209 1536 430 1106
is_linear=0
shrinkage=0.00196078


Tree=9142
num_leaves=6
num_cat=0
split_feature=42 160 43 16 48
split_gain=9.42767e-06 1.90741e-05 2.27115e-05 2.72119e-05 2.90196e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.074359999999999996 0.033715000000000009 0.086260000000000017
decision_type=2 2 2 2 2
left_child=-1 -2 -3 4 -4
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leaf_value=-0.0077186695832725284 -0.0085792402740565554 0.01556525854369567 0.014942576333048003 -0.013658631995827423 -0.006419067742499499
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leaf_count=862 828 482 582 223 144
internal_value=0 0.00155445 0.00450319 0.000350874 0.00575387
internal_weight=0 0.00638322 0.00494446 0.00359502 0.00259443
internal_count=3121 2259 1431 949 726
is_linear=0
shrinkage=0.1


Tree=9143
num_leaves=6
num_cat=0
split_feature=15 12 12 3 0
split_gain=9.43087e-06 1.91751e-05 4.12741e-05 3.41174e-05 2.251e-05
threshold=0.088655000000000025 0.099815000000000015 0.084100000000000022 0.10893000000000001 -0.084674999999999986
decision_type=2 2 2 2 2
left_child=1 2 3 4 -1
right_child=-2 -3 -4 -5 -6
leaf_value=0.002946046096104122 -0.0086559255010993427 0.013031615195362268 -0.015370835377269394 -0.0085889976106464216 0.021773602467923092
leaf_weight=0.0014969434369572813 0.001089159537784999 0.0011648381946219926 0.0014775313747569015 0.0013653839837376941 0.0011028681292619791
leaf_count=421 683 300 1177 223 317
internal_value=0 0.00138705 -0.00110509 0.00421069 0.0109329
internal_weight=0 0.00660757 0.00544273 0.0039652 0.00259981
internal_count=3121 2438 2138 961 738
is_linear=0
shrinkage=0.1


Tree=9144
num_leaves=6
num_cat=0
split_feature=43 43 13 2 4
split_gain=9.88172e-06 2.78569e-05 1.62013e-05 2.3511e-05 4.11885e-05
threshold=-0.09225499999999999 -0.043144999999999996 -0.095304999999999987 0.11215000000000001 0.0061450000000000003
decision_type=2 2 2 2 2
left_child=-1 -2 -3 4 -4
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leaf_value=-0.0067649503047863954 0.017039144292804495 0.0071301056062655068 -0.012650735539168482 -0.017880806541296194 0.013679142630325995
leaf_weight=0.0016974752105566784 0.0010080100034575122 0.0015920810827144702 0.0012050624874685037 0.0010101728310679681 0.0011719050098548019
leaf_count=476 999 314 923 201 208
internal_value=0 0.00187906 -0.00119 -0.00510076 0.000330559
internal_weight=0 0.00598723 0.00497922 0.00338714 0.00237697
internal_count=3121 2645 1646 1332 1131
is_linear=0
shrinkage=0.1


Tree=9145
num_leaves=6
num_cat=0
split_feature=4 4 3 13 0
split_gain=8.84579e-06 1.40233e-05 3.11185e-05 2.52574e-05 1.95039e-05
threshold=0.27287000000000006 0.055260000000000011 0.10299500000000002 -0.033284999999999988 -0.077809999999999976
decision_type=2 2 2 2 2
left_child=1 2 3 -1 -5
right_child=-2 -3 -4 4 -6
leaf_value=-0.015889281870012064 0.007786910808093424 -0.0091813133192123336 0.01577720984286941 -0.0066555751449087156 0.011051851757491937
leaf_weight=0.0010957588936643305 0.0012185915218769754 0.0017379611549567442 0.0011324476226238791 0.0012256209351474646 0.0012630559240407941
leaf_count=1222 352 353 139 660 395
internal_value=0 -0.00150257 0.00132671 -0.0032387 0.00233132
internal_weight=0 0.00645484 0.00471688 0.00358444 0.00248868
internal_count=3121 2769 2416 2277 1055
is_linear=0
shrinkage=0.1


Tree=9146
num_leaves=6
num_cat=0
split_feature=4 15 16 16 0
split_gain=9.40499e-06 2.60599e-05 6.77211e-05 5.61986e-05 2.36705e-05
threshold=-0.42529999999999996 -0.016799999999999995 -0.008904999999999998 -0.056919999999999991 -0.20211999999999997
decision_type=2 2 2 2 2
left_child=-1 3 -3 4 -2
right_child=1 2 -4 -5 -6
leaf_value=-0.0089795758376913382 -0.006826479031666971 -0.0051761208288898181 0.025399861992449892 -0.021325841547304592 0.013076229069814633
leaf_weight=0.0010171596397327495 0.0010381478726422533 0.0016329015486085696 0.0013019213886799161 0.0012658916212525406 0.0014080317626208603
leaf_count=196 99 1071 401 700 654
internal_value=0 0.00134577 0.00838774 -0.00422173 0.00462961
internal_weight=0 0.00664689 0.00293482 0.00371207 0.00244618
internal_count=3121 2925 1472 1453 753
is_linear=0
shrinkage=0.1


Tree=9147
num_leaves=6
num_cat=0
split_feature=457 1 0 43 0
split_gain=2.63277e-05 3.27172e-05 2.67271e-05 3.32809e-05 2.0244e-05
threshold=0.045365000000000009 0.11588000000000001 -0.10224499999999999 -0.014584999999999999 0.0059850000000000016
decision_type=2 2 2 2 2
left_child=1 2 -1 -4 -5
right_child=-2 -3 3 4 -6
leaf_value=-0.0003039171936688003 0.00028643777374788543 0.00019554696838397745 -0.00024166559268272336 0.00032886673661949162 -5.6984404607064082e-05
leaf_weight=0.001976908417261078 0.0010248302805495307 0.0016236084387429277 0.0015140018206096987 0.0010680812700568218 0.0010239590398502208
leaf_count=378 289 382 1155 767 150
internal_value=0 -4.94411e-05 -0.000120687 -2.0237e-05 0.00014001
internal_weight=0 0.00720656 0.00558295 0.00360604 0.00209204
internal_count=3121 2832 2450 2072 917
is_linear=0
shrinkage=0.00196078


Tree=9148
num_leaves=5
num_cat=0
split_feature=43 12 3 1
split_gain=9.16777e-06 2.71217e-05 3.79366e-05 2.03139e-05
threshold=-0.09225499999999999 0.092355000000000007 -0.020429999999999997 0.10557500000000002
decision_type=2 2 2 2
left_child=-1 2 -2 -4
right_child=1 -3 3 -5
leaf_value=-0.0065335203285946056 0.017893292801598064 -0.01110875328435975 -0.0091826108921317425 0.0070004154236608176
leaf_weight=0.0016885102712014873 0.0015891898020552134 0.0012769429702381638 0.0015542614279763982 0.0015484036599446352
leaf_count=476 1260 731 316 338
internal_value=0 0.00181241 0.00532905 -0.00110637
internal_weight=0 0.0059688 0.00469185 0.00310267
internal_count=3121 2645 1914 654
is_linear=0
shrinkage=0.1


Tree=9149
num_leaves=5
num_cat=0
split_feature=1 150 1 13
split_gain=8.91221e-06 1.7203e-05 2.67696e-05 3.09549e-05
threshold=0.12500000000000003 0.081835000000000019 0.09253500000000002 -0.014169999999999999
decision_type=2 2 2 2
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right_child=-2 -3 -4 -5
leaf_value=-0.0080893004956147426 0.0086890451945202465 0.0091347769722626374 -0.01315828011072704 0.010965150330373187
leaf_weight=0.0016914083090347866 0.0010175672584404527 0.0012637415453655111 0.0019564639620373021 0.0017191462656604528
leaf_count=1160 279 368 552 762
internal_value=0 -0.00136203 -0.00383366 0.00151541
internal_weight=0 0.00663076 0.00536702 0.00341055
internal_count=3121 2842 2474 1922
is_linear=0
shrinkage=0.1


Tree=9150
num_leaves=6
num_cat=0
split_feature=50 16 4 49 0
split_gain=4.54693e-05 3.03033e-05 4.43525e-05 2.75632e-05 2.99262e-05
threshold=0.079410000000000008 -0.014034999999999997 -0.033174999999999989 -0.043469999999999995 -0.10224499999999999
decision_type=2 2 2 2 2
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leaf_value=0.00017818932940538978 -0.00039090184625660128 -1.482653196785017e-05 0.00042672970885663386 -0.00034202870521785132 7.6460288649508629e-05
leaf_weight=0.0012278178030209622 0.0010132129990575254 0.0019454642536604159 0.0015888795685979459 0.0016491768744724218 0.0010919567244748153
leaf_count=215 609 504 598 272 923
internal_value=0 5.16289e-05 0.000183677 -6.59596e-05 -0.00017532
internal_weight=0 0.0075033 0.00353434 0.00396895 0.00274113
internal_count=3121 2512 1102 1410 1195
is_linear=0
shrinkage=0.00196078


Tree=9151
num_leaves=7
num_cat=0
split_feature=50 16 160 16 52 0
split_gain=2.13859e-05 3.89944e-05 5.68232e-05 2.84601e-05 2.68875e-05 4.29175e-05
threshold=0.079410000000000008 -0.014034999999999997 -0.054789999999999998 0.38525000000000004 0.0046550000000000003 -0.11756999999999999
decision_type=2 2 2 2 2 2
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leaf_weight=0.0018408267953261247 0.0010136167507826446 0.0010155028870083363 0.0014349874973380323 0.0010607325948887537 0.0010061614132626032 0.0010932844559768127
leaf_count=232 609 372 449 281 808 370
internal_value=0 3.15523e-05 0.000181812 2.26991e-05 -0.000102346 -7.49621e-06
internal_weight=0 0.0074515 0.00351122 0.00249572 0.00394027 0.00293411
internal_count=3121 2512 1102 730 1410 602
is_linear=0
shrinkage=0.00196078


Tree=9152
num_leaves=6
num_cat=0
split_feature=4 16 0 52 3
split_gain=9.17215e-06 1.50717e-05 3.02369e-05 3.88295e-05 4.70318e-05
threshold=0.36766000000000004 -0.27167499999999994 -0.10607499999999999 0.083680000000000018 -0.074479999999999977
decision_type=2 2 2 2 2
left_child=1 -1 -3 4 -4
right_child=-2 2 3 -5 -6
leaf_value=-0.012678404339038994 0.0082236289462994574 0.011850084825367804 -0.028955336895172934 0.0065936761731825114 0.0011569878032765524
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leaf_count=184 328 303 1103 848 355
internal_value=0 -0.00147577 0.000586361 -0.00428567 -0.0135651
internal_weight=0 0.00652416 0.00550992 0.00384625 0.00207576
internal_count=3121 2793 2609 2306 1458
is_linear=0
shrinkage=0.1


Tree=9153
num_leaves=5
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split_feature=51 52 2 3
split_gain=9.52279e-06 1.93783e-05 3.29379e-05 7.02679e-05
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decision_type=2 2 2 2
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leaf_weight=0.0017528612888745056 0.0011371246719182352 0.0018880391379198678 0.0015221840782973541 0.0013568532878931716
leaf_count=797 435 1331 341 217
internal_value=0 0.00144759 -0.00185826 0.00383493
internal_weight=0 0.00651994 0.00476708 0.00324489
internal_count=3121 2686 1889 1548
is_linear=0
shrinkage=0.1


Tree=9154
num_leaves=7
num_cat=0
split_feature=4 0 13 1 4 4
split_gain=2.02925e-05 4.50032e-05 3.19067e-05 4.54709e-05 4.16516e-05 1.4782e-05
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decision_type=2 2 2 2 2 2
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leaf_weight=0.0010003410877757555 0.0012071268230091541 0.0010213925703663985 0.001001842779213058 0.0016452130600573553 0.0012526390682041622 0.0011538215363653729
leaf_count=183 1328 196 431 667 150 166
internal_value=0 3.00662e-05 -3.21943e-05 0.000120819 -0.000160248 4.98561e-06
internal_weight=0 0.00728204 0.00626064 0.00285234 0.0034083 0.00215566
internal_count=3121 2938 2742 1995 747 597
is_linear=0
shrinkage=0.00196078


Tree=9155
num_leaves=6
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split_feature=457 1 4 52 4
split_gain=1.84398e-05 4.27217e-05 2.86497e-05 2.67694e-05 2.62668e-05
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decision_type=2 2 2 2 2
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leaf_weight=0.0014448803345440196 0.0010343789507280673 0.0016293407593417084 0.0011638573300099941 0.0011492434231513806 0.0018343552010564256
leaf_count=799 289 382 1037 225 389
internal_value=0 -3.86271e-05 -0.000120031 3.08484e-05 -0.000250575
internal_weight=0 0.00722168 0.00559234 0.00259412 0.00299821
internal_count=3121 2832 2450 1024 1426
is_linear=0
shrinkage=0.00196078


Tree=9156
num_leaves=6
num_cat=0
split_feature=457 2 52 15 13
split_gain=1.74773e-05 2.6564e-05 6.06921e-05 4.65553e-05 9.85749e-05
threshold=0.045365000000000009 0.11293500000000002 0.10160000000000001 -0.055554999999999993 -0.0034749999999999994
decision_type=2 2 2 2 2
left_child=1 2 3 -1 -5
right_child=-2 -3 -4 4 -6
leaf_value=-0.00029566982006426159 0.00023724595253399916 0.00016856894103543262 -0.00053478373388920878 0.00046214054851838104 -0.00026665958313276016
leaf_weight=0.0014138280342449044 0.0010251218037002621 0.001811855874533452 0.0010260642243694051 0.0016069101874571249 0.0012834001129998669
leaf_count=621 289 481 472 852 406
internal_value=0 -3.65355e-05 -0.000106255 -4.09812e-06 0.000138527
internal_weight=0 0.00714206 0.0053302 0.00430414 0.00289031
internal_count=3121 2832 2351 1879 1258
is_linear=0
shrinkage=0.00196078


Tree=9157
num_leaves=6
num_cat=0
split_feature=3 457 3 1 3
split_gain=2.80059e-05 3.51846e-05 5.05276e-05 4.02801e-05 3.94622e-05
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decision_type=2 2 2 2 2
left_child=1 2 3 -1 -5
right_child=-2 -3 -4 4 -6
leaf_value=-0.0002374236564216142 0.0002610844383987436 0.00028403400790706027 -0.00044354330144767191 -0.00010924956700020492 0.00034114134183978699
leaf_weight=0.001928022576700487 0.001275390492269054 0.0010196110317632024 0.0013578062124905282 0.0014326916075953337 0.0015648601400207532
leaf_count=1516 192 246 135 557 475
internal_value=0 -5.38248e-05 -0.00010865 -1.63312e-05 0.000125875
internal_weight=0 0.00730299 0.00628338 0.00492557 0.00299755
internal_count=3121 2929 2683 2548 1032
is_linear=0
shrinkage=0.00196078


Tree=9158
num_leaves=7
num_cat=0
split_feature=3 52 12 4 12 52
split_gain=8.85898e-06 1.55882e-05 2.28575e-05 3.38173e-05 3.39294e-05 1.50164e-05
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decision_type=2 2 2 2 2 2
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right_child=-2 -3 -4 -5 -6 -7
leaf_value=0.0016620678476886989 0.0080543170810319451 -0.012655376906289149 0.014044793037420664 -0.015956336788300902 -0.012027865562973965 0.018385704988842157
leaf_weight=0.0010449805273596091 0.001150765968198012 0.0010450497822746463 0.0010365483478352779 0.0013081833929430684 0.001001898952428902 0.0011043135828905154
leaf_count=352 192 524 463 279 876 435
internal_value=0 -0.00146026 0.000668495 -0.00244072 0.00317013 0.0102547
internal_weight=0 0.00654097 0.00549592 0.00445938 0.00315119 0.00214929
internal_count=3121 2929 2405 1942 1663 787
is_linear=0
shrinkage=0.1


Tree=9159
num_leaves=6
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split_feature=4 43 133 160 16
split_gain=9.59382e-06 1.1958e-05 3.06411e-05 2.85215e-05 4.27332e-05
threshold=0.27287000000000006 -0.09225499999999999 0.076280000000000014 1.0000000180025095e-35 -0.013324999999999998
decision_type=2 2 2 2 2
left_child=1 -1 3 4 -3
right_child=-2 2 -4 -5 -6
leaf_value=-0.0094309957094907762 0.0081069117572132102 -0.0087201320294357752 0.015804606625019615 -0.017546149075992955 0.015946141606745488
leaf_weight=0.0014884857836021757 0.0012182257261708586 0.0016444366401863972 0.001066960154385504 0.0010352821279958654 0.001225993780656275
leaf_count=426 352 864 773 227 479
internal_value=0 -0.00156784 0.000785862 -0.00331695 0.00181512
internal_weight=0 0.00646116 0.00497267 0.00390571 0.00287043
internal_count=3121 2769 2343 1570 1343
is_linear=0
shrinkage=0.1


Tree=9160
num_leaves=5
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split_feature=457 1 0 13
split_gain=2.60836e-05 2.90125e-05 2.8201e-05 2.48451e-05
threshold=0.045365000000000009 0.11588000000000001 -0.10224499999999999 -0.017449999999999997
decision_type=2 2 2 2
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right_child=-2 -3 3 -5
leaf_value=-0.00030322533597746721 0.00028813819334010349 0.00018653770354653434 -0.00018052614216527123 0.0001485573938342108
leaf_weight=0.0019527517251193291 0.0010252554481242791 0.0015920305619317072 0.0016983133800394863 0.0018351444946110101
leaf_count=378 289 382 1220 852
internal_value=0 -4.64968e-05 -0.000114121 -9.61259e-06
internal_weight=0 0.00707824 0.00548621 0.00353346
internal_count=3121 2832 2450 2072
is_linear=0
shrinkage=0.00196078


Tree=9161
num_leaves=7
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split_feature=4 0 13 151 4 16
split_gain=2.96874e-05 3.58852e-05 2.72436e-05 4.6769e-05 7.74404e-05 3.60676e-05
threshold=-0.46376499999999993 -0.019414999999999998 1.0000000180025095e-35 -0.0083949999999999979 0.071150000000000005 -0.073404999999999984
decision_type=2 2 2 2 2 2
left_child=-1 2 3 -2 5 -5
right_child=1 -3 -4 4 -6 -7
leaf_value=-0.00031905808250642437 -0.00028250719406504771 0.00037875170732508509 -0.00030286136123248086 0.00017799533915233295 0.00046045261724429103 -0.00031039458839730248
leaf_weight=0.0010122172126394175 0.0013005937187429628 0.0010290968212219387 0.0010601264614908037 0.0010702099624466401 0.0017213662591116156 0.0012727228416526707
leaf_count=183 441 196 452 722 337 790
internal_value=0 3.88145e-05 -1.56334e-05 4.11241e-05 0.000144688 -8.73068e-05
internal_weight=0 0.00745412 0.00642502 0.00536489 0.0040643 0.00234293
internal_count=3121 2938 2742 2290 1849 1512
is_linear=0
shrinkage=0.00196078


Tree=9162
num_leaves=6
num_cat=0
split_feature=1 43 16 52 16
split_gain=8.56642e-06 3.26019e-05 2.55525e-05 2.33416e-05 2.9113e-05
threshold=0.077565000000000009 0.016310000000000002 0.071345000000000006 -0.049749999999999996 -0.078844999999999985
decision_type=2 2 2 2 2
left_child=1 -1 3 -2 -5
right_child=2 -3 -4 4 -6
leaf_value=-0.014807397938820983 0.018387323166232459 0.0079292211644818675 -0.011910304287814942 0.0084477997088480659 -0.012142841109864261
leaf_weight=0.0014276880370079233 0.0010875629250759146 0.0011296598558956591 0.0010127795982483815 0.0019810891591183219 0.0010509364675697561
leaf_count=1333 297 303 299 533 356
internal_value=0 -0.00476393 0.00232044 0.00581899 0.00131084
internal_weight=0 0.00255735 0.00513237 0.00411959 0.00303203
internal_count=3121 1636 1485 1186 889
is_linear=0
shrinkage=0.1


Tree=9163
num_leaves=6
num_cat=0
split_feature=1 47 4 12 1
split_gain=8.49133e-06 1.97567e-05 2.96059e-05 4.26027e-05 3.30713e-05
threshold=0.12408500000000001 0.090280000000000013 -0.059649999999999988 0.088305000000000008 0.093575000000000019
decision_type=2 2 2 2 2
left_child=1 2 3 -1 -4
right_child=-2 -3 4 -5 -6
leaf_value=-0.02274427172094089 0.0080964253721405068 -0.013462932755180054 -0.0020279885371933212 0.0038697877666756249 0.01916407113311993
leaf_weight=0.0010121316954357336 0.0011008971744506831 0.0011242578791209393 0.0015779840893763615 0.0014824127704617649 0.0013807097815597496
leaf_count=595 289 283 975 636 343
internal_value=0 -0.00139255 0.00109592 -0.00692855 0.00786154
internal_weight=0 0.0065775 0.00545324 0.00249454 0.00295869
internal_count=3121 2832 2549 1231 1318
is_linear=0
shrinkage=0.1


Tree=9164
num_leaves=7
num_cat=0
split_feature=457 15 16 16 0 4
split_gain=1.69666e-05 2.27834e-05 2.64993e-05 2.80534e-05 3.33884e-05 3.12233e-05
threshold=0.045365000000000009 0.088655000000000025 -0.45661999999999997 -0.056919999999999991 -0.060129999999999996 -0.42529999999999996
decision_type=2 2 2 2 2 2
left_child=1 2 -1 -4 -5 -6
right_child=-2 -3 3 4 5 -7
leaf_value=-0.00028407233205000778 0.00023202168850932898 -0.00030806091539142789 0.00025328450845928747 -0.00033861501554631045 -0.00014631067609890334 0.0003297812762368946
leaf_weight=0.0010013317628453176 0.0010185625909658255 0.0010309729087520517 0.0018994817084353921 0.0010271113954367812 0.0010572983584481235 0.0010611527566709929
leaf_count=228 289 662 912 695 175 160
internal_value=0 -3.86423e-05 7.29653e-06 6.51269e-05 -4.84941e-05 9.21684e-05
internal_weight=0 0.00707735 0.00604638 0.00504504 0.00314556 0.00211845
internal_count=3121 2832 2170 1942 1030 335
is_linear=0
shrinkage=0.00196078


Tree=9165
num_leaves=5
num_cat=0
split_feature=15 3 0 15
split_gain=9.15034e-06 1.74543e-05 3.76518e-05 4.72471e-05
threshold=-0.11713499999999999 -0.091054999999999983 -0.082009999999999986 -0.0088349999999999974
decision_type=2 2 2 2
left_child=-1 -2 3 -3
right_child=1 2 -4 -5
leaf_value=-0.0073686493620448495 0.010816237106744651 -0.0054225346879218485 -0.012113790540645365 0.020804466430867315
leaf_weight=0.0013918881285295412 0.0015465694675905984 0.0015749368299292138 0.0019420306707290742 0.0012181404360452328
leaf_count=484 526 618 947 546
internal_value=0 0.00159278 -0.00141977 0.00601581
internal_weight=0 0.00628168 0.00473511 0.00279308
internal_count=3121 2637 2111 1164
is_linear=0
shrinkage=0.1


Tree=9166
num_leaves=6
num_cat=0
split_feature=16 1 43 48 43
split_gain=9.08847e-06 3.23463e-05 3.49046e-05 2.70022e-05 2.21937e-05
threshold=0.38525000000000004 0.077565000000000009 -0.052894999999999991 0.086035000000000014 -1.0000000180025095e-35
decision_type=2 2 2 2 2
left_child=1 4 -3 -4 -1
right_child=-2 2 3 -5 -6
leaf_value=-0.022028072596172926 0.0084969872448759521 0.017743372996544857 0.005645993721540365 -0.012965789815608085 -0.0016514485511458219
leaf_weight=0.0010366623771283878 0.0010749018808743358 0.0012331736263062917 0.001886098894729541 0.0013286231825516762 0.0011035135192069109
leaf_count=1154 311 532 587 180 357
internal_value=0 -0.00142001 0.00344048 -0.00204613 -0.0115215
internal_weight=0 0.00658807 0.0044479 0.00321472 0.00214018
internal_count=3121 2810 1299 767 1511
is_linear=0
shrinkage=0.1


Tree=9167
num_leaves=5
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split_feature=12 52 49 15
split_gain=9.6785e-06 2.07768e-05 2.33007e-05 5.50956e-05
threshold=0.10388500000000002 0.070205000000000017 -0.043469999999999995 -0.016799999999999995
decision_type=2 2 2 2
left_child=1 2 -1 -4
right_child=-2 -3 3 -5
leaf_value=0.0094284659740630494 -0.0090755892093179018 0.010201576721769275 -0.017663797357916851 0.0077412067550478112
leaf_weight=0.0012661521450899296 0.0010237846660854097 0.0019005183679816368 0.0019297921445500226 0.0015308008940381535
leaf_count=338 349 934 790 710
internal_value=0 0.00137145 -0.00217895 -0.00642584
internal_weight=0 0.00662726 0.00472675 0.00346059
internal_count=3121 2772 1838 1500
is_linear=0
shrinkage=0.1


Tree=9168
num_leaves=5
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split_feature=47 1 12 1
split_gain=1.03743e-05 1.71974e-05 5.75959e-05 1.79005e-05
threshold=0.09550500000000002 0.095285000000000022 0.088245000000000004 0.11212500000000002
decision_type=2 2 2 2
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leaf_value=-0.017837077638549949 0.0070615742363464643 0.014852126877432188 0.0063423504227616903 -0.0037319322913131623
leaf_weight=0.0019821051912211067 0.0016263784938258868 0.0010224150464405847 0.0019586118197898032 0.0010511980068634364
leaf_count=1056 314 355 1038 358
internal_value=0 -0.00194049 -0.00581944 0.00543112
internal_weight=0 0.00601433 0.00394072 0.00207361
internal_count=3121 2807 2094 713
is_linear=0
shrinkage=0.1


Tree=9169
num_leaves=6
num_cat=0
split_feature=4 12 0 13 48
split_gain=2.09271e-05 3.18389e-05 4.34134e-05 3.08865e-05 3.1335e-05
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decision_type=2 2 2 2 2
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leaf_weight=0.0010059382145636278 0.001903964368115824 0.0016025342516337443 0.0011828137047235811 0.0016480474075901449 0.0010086722434407827
leaf_count=183 1213 863 222 508 132
internal_value=0 2.85209e-05 9.67073e-05 9.89195e-06 -0.00012671
internal_weight=0 0.00734603 0.0057435 0.00456068 0.00265672
internal_count=3121 2938 2075 1853 640
is_linear=0
shrinkage=0.00196078


Tree=9170
num_leaves=6
num_cat=0
split_feature=15 42 3 15 1
split_gain=9.02223e-06 1.43517e-05 3.2619e-05 2.1147e-05 2.87933e-05
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decision_type=2 2 2 2 2
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leaf_count=751 683 970 329 172 216
internal_value=0 0.00137196 0.00405167 -0.000460363 -0.00597376
internal_weight=0 0.00655433 0.00493569 0.00377331 0.0024464
internal_count=3121 2438 1468 717 545
is_linear=0
shrinkage=0.1


Tree=9171
num_leaves=6
num_cat=0
split_feature=1 49 42 1 4
split_gain=1.02215e-05 1.51391e-05 3.94978e-05 1.98665e-05 3.23661e-05
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decision_type=2 2 2 2 2
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leaf_weight=0.0015864702912325368 0.0010969332564453628 0.0012465148864151633 0.0010171338252680752 0.0013690394238998803 0.0013177341737257708
leaf_count=393 289 389 725 318 1007
internal_value=0 -0.00152483 -0.00424915 0.000293152 0.00548606
internal_weight=0 0.00653689 0.00495042 0.00393329 0.00256425
internal_count=3121 2832 2439 1714 1396
is_linear=0
shrinkage=0.1


Tree=9172
num_leaves=6
num_cat=0
split_feature=4 0 52 4 1
split_gain=2.90568e-05 4.40112e-05 3.99931e-05 2.69543e-05 4.25393e-05
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decision_type=2 2 2 2 2
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leaf_weight=0.0010347630816126795 0.0010842159343765357 0.0010467754711108489 0.0017854153678130615 0.0018807282180061317 0.0016328292970808601
leaf_count=183 518 196 1413 522 289
internal_value=0 3.5217e-05 -2.5895e-05 4.43097e-05 -5.53786e-05
internal_weight=0 0.00742996 0.00638319 0.00529897 0.00351356
internal_count=3121 2938 2742 2224 811
is_linear=0
shrinkage=0.00196078


Tree=9173
num_leaves=6
num_cat=0
split_feature=42 160 43 16 0
split_gain=1.09406e-05 1.92841e-05 2.63906e-05 3.24079e-05 4.21793e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.074359999999999996 -0.056919999999999991 -0.15599999999999997
decision_type=2 2 2 2 2
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right_child=1 2 3 -5 -6
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leaf_count=862 828 482 114 322 513
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internal_weight=0 0.00633459 0.00490796 0.00356994 0.00233693
internal_count=3121 2259 1431 949 627
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shrinkage=0.1


Tree=9174
num_leaves=6
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split_feature=2 13 43 13 15
split_gain=2.06019e-05 2.80831e-05 2.53754e-05 4.73447e-05 1.39754e-05
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decision_type=2 2 2 2 2
left_child=2 -2 -1 -4 -3
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leaf_value=7.9556433551185643e-05 0.00033614500484464361 0.00014672852390015912 -0.0005541558340817869 -2.6223380612255268e-05 -0.00016172756964215356
leaf_weight=0.0019651055761804358 0.0012835658228116699 0.0010079088708241514 0.0010000802351313634 0.0018823196724838045 0.0012843308466802073
leaf_count=936 200 308 747 519 411
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internal_weight=0 0.00357581 0.00484751 0.0028824 0.00229224
internal_count=3121 919 2202 1266 719
is_linear=0
shrinkage=0.00196078


Tree=9175
num_leaves=5
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split_feature=15 1 47 48
split_gain=1.02521e-05 3.72558e-05 3.18285e-05 3.02325e-05
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decision_type=2 2 2 2
left_child=1 -1 3 -3
right_child=-2 2 -4 -5
leaf_value=-0.011112160541050317 -0.0067016665488493004 0.023421570258594607 -0.0033233436872975477 0.0010425287597038968
leaf_weight=0.0015863112369705907 0.0017712885576401365 0.0014571155247767517 0.0017942846934376876 0.0010306296214165102
leaf_count=851 1180 593 297 200
internal_value=0 0.00197876 0.00682839 0.0141503
internal_weight=0 0.00586834 0.00428203 0.00248775
internal_count=3121 1941 1090 793
is_linear=0
shrinkage=0.1


Tree=9176
num_leaves=6
num_cat=0
split_feature=457 2 52 0 4
split_gain=2.4732e-05 4.9375e-05 5.57355e-05 5.84315e-05 5.90716e-05
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decision_type=2 2 2 2 2
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leaf_value=-0.00057786546365494701 0.00027868364740318613 0.0002311215696706775 -0.00054350967146681646 0.00021123123964058267 3.8141918977475293e-05
leaf_weight=0.001110834497885281 0.0010324428994800084 0.0018470350520445817 0.0010593259478352208 0.0019406887275375609 0.0012976743712767263
leaf_count=1099 289 481 472 551 229
internal_value=0 -4.56681e-05 -0.000140193 -4.19579e-05 -0.000245968
internal_weight=0 0.00725556 0.00540852 0.0043492 0.00240851
internal_count=3121 2832 2351 1879 1328
is_linear=0
shrinkage=0.00196078


Tree=9177
num_leaves=6
num_cat=0
split_feature=47 42 160 3 1
split_gain=1.09569e-05 2.02613e-05 3.32811e-05 3.85537e-05 1.72066e-05
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decision_type=2 2 2 2 2
left_child=1 2 -1 -4 -5
right_child=-2 -3 3 4 -6
leaf_value=0.010580781519137852 0.0072608044667694912 0.010657914994988214 -0.023044385147780833 0.0068564425457942647 -0.0095845531004043333
leaf_weight=0.0011124473219411555 0.0016218401784593751 0.0010450221336845813 0.0013038537914343692 0.001193062132231137 0.0013646839042854636
leaf_count=561 314 624 1052 243 327
internal_value=0 -0.00199996 -0.00465932 -0.00904968 -0.00191564
internal_weight=0 0.00601907 0.00497405 0.0038616 0.00255775
internal_count=3121 2807 2183 1622 570
is_linear=0
shrinkage=0.1


Tree=9178
num_leaves=6
num_cat=0
split_feature=3 160 52 42 0
split_gain=9.63448e-06 1.51642e-05 2.09938e-05 1.53275e-05 2.57464e-05
threshold=0.13524500000000003 -1.0000000180025095e-35 -0.065544999999999978 0.088060000000000013 -0.084269999999999984
decision_type=2 2 2 2 2
left_child=1 -1 -3 4 -4
right_child=-2 2 3 -5 -6
leaf_value=-0.01100287926861499 0.0084395075844776284 -0.0089867866707906592 -0.009098339700243754 0.014277731366940008 0.011503950526529569
leaf_weight=0.0013389814516307046 0.0011416539309739944 0.0015062916000993173 0.0013034004676551515 0.0012045657084733723 0.0011345916667100983
leaf_count=907 192 667 462 457 436
internal_value=0 -0.00152245 0.000942978 0.00504919 0.000489545
internal_weight=0 0.00648783 0.00514885 0.00364256 0.00243799
internal_count=3121 2929 2022 1355 898
is_linear=0
shrinkage=0.1


Tree=9179
num_leaves=7
num_cat=0
split_feature=457 15 43 2 4 3
split_gain=1.97514e-05 3.29373e-05 2.67932e-05 3.42187e-05 3.6415e-05 3.36967e-05
threshold=0.045365000000000009 0.088655000000000025 -0.04890499999999999 0.098260000000000014 0.053925000000000008 -0.08824499999999999
decision_type=2 2 2 2 2 2
left_child=1 2 5 -4 -5 -1
right_child=-2 -3 3 4 -6 -7
leaf_value=-7.4953766191193037e-05 0.00024985938448125815 -0.00036107403108522214 -0.0002876180931377871 0.00034229138624470516 -0.00016670057847727423 0.00041319211669329798
leaf_weight=0.0010076406814251424 0.0010303777403305571 0.0010511095890486689 0.0017368132162319666 0.0010565226238822888 0.0011062316271798526 0.0011807993461884325
leaf_count=304 289 662 682 215 199 770
internal_value=0 -4.05467e-05 1.47931e-05 -8.26527e-05 8.1946e-05 0.000188431
internal_weight=0 0.00713912 0.00608801 0.00389957 0.00216275 0.00218844
internal_count=3121 2832 2170 1096 414 1074
is_linear=0
shrinkage=0.00196078


Tree=9180
num_leaves=6
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split_feature=48 0 1 0 16
split_gain=9.603e-06 4.5551e-05 3.15733e-05 6.09609e-05 3.69867e-05
threshold=0.083685000000000009 -0.18113999999999997 0.111945 -0.10224499999999999 -0.056919999999999991
decision_type=2 2 2 2 2
left_child=2 -2 3 -1 -5
right_child=1 -3 -4 4 -6
leaf_value=-0.027343937944579667 -0.0081666121193934467 0.019898525875961505 0.011227889661917238 0.012805011218906448 -0.0096201845395785853
leaf_weight=0.0010583315696655465 0.0012015139434939787 0.0011149760598129967 0.001291853557000051 0.001352910697867471 0.0016116012128793477
leaf_count=283 90 503 354 965 926
internal_value=0 0.00534174 -0.00237342 -0.00674121 0.000613975
internal_weight=0 0.00231649 0.0053147 0.00402284 0.00296451
internal_count=3121 593 2528 2174 1891
is_linear=0
shrinkage=0.1


Tree=9181
num_leaves=6
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split_feature=15 42 3 15 1
split_gain=1.0293e-05 1.60956e-05 2.75538e-05 2.04263e-05 3.01727e-05
threshold=0.088655000000000025 0.084050000000000014 -0.080934999999999993 -0.016799999999999995 0.11103500000000001
decision_type=2 2 2 2 2
left_child=1 2 -1 4 -4
right_child=-2 -3 3 -5 -6
leaf_value=0.017779035328855691 -0.0090816242873594539 -0.0072097325233894827 0.0048182278008965101 0.010114228091467569 -0.017554832289936376
leaf_weight=0.0011599303691648436 0.0010781500248525644 0.0016116870591481001 0.0013333836437691715 0.0013303734368298155 0.0011001198858516792
leaf_count=751 683 970 329 172 216
internal_value=0 0.00146438 0.00430363 0.000150862 -0.00529602
internal_weight=0 0.00653549 0.00492381 0.00376388 0.0024335
internal_count=3121 2438 1468 717 545
is_linear=0
shrinkage=0.1


Tree=9182
num_leaves=6
num_cat=0
split_feature=12 16 52 4 0
split_gain=9.94037e-06 1.7162e-05 3.09926e-05 5.18199e-05 2.20283e-05
threshold=0.10388500000000002 -0.36241499999999999 0.070205000000000017 -0.04890499999999999 -0.13027499999999997
decision_type=2 2 2 2 2
left_child=1 -1 3 -3 -5
right_child=-2 2 -4 4 -6
leaf_value=-0.0081520551214368398 -0.00920842643756478 -0.01826602181866939 0.015831196117924978 0.016819159182731639 -0.0024304710317636625
leaf_weight=0.0014635060673777577 0.0010206968925832085 0.0011710230167891415 0.0015691416432338937 0.0012188583431961616 0.001160487718861595
leaf_count=352 349 608 825 167 820
internal_value=0 0.00139761 0.00412756 -0.00104504 0.00743046
internal_weight=0 0.00658302 0.00511951 0.00355037 0.00237935
internal_count=3121 2772 2420 1595 987
is_linear=0
shrinkage=0.1


Tree=9183
num_leaves=6
num_cat=0
split_feature=457 1 15 2 1
split_gain=1.90736e-05 3.91049e-05 2.25599e-05 4.37072e-05 3.65181e-05
threshold=0.045365000000000009 0.12408500000000001 1.0000000180025095e-35 0.10912000000000001 0.086560000000000012
decision_type=2 2 2 2 2
left_child=1 2 3 4 -1
right_child=-2 -3 -4 -5 -6
leaf_value=4.2285657605050769e-05 0.00025184257977511735 0.000303643319908207 -0.00029490210235061696 0.0002707258541555734 -0.00038795852421703842
leaf_weight=0.001661837508475269 0.0010144545420805321 0.0011045152918051403 0.0016277089796159832 0.0013390448480866185 0.0013952787354619732
leaf_count=708 289 271 1138 319 396
internal_value=0 -3.55144e-05 -9.77012e-05 -2.46862e-05 -0.000154079
internal_weight=0 0.00712839 0.00602387 0.00439616 0.00305712
internal_count=3121 2832 2561 1423 1104
is_linear=0
shrinkage=0.00196078


Tree=9184
num_leaves=6
num_cat=0
split_feature=457 2 52 13 3
split_gain=2.0631e-05 3.15932e-05 6.81151e-05 3.6863e-05 3.0988e-05
threshold=0.069910000000000014 0.11293500000000002 0.10160000000000001 -0.084034999999999985 -0.059315
decision_type=2 2 2 2 2
left_child=1 2 3 -1 -5
right_child=-2 -3 -4 4 -6
leaf_value=0.00028781770941120762 0.0002565030349620337 0.00018140046081818932 -0.00057119576674944251 -0.00032038278640442928 6.9587257559386738e-05
leaf_weight=0.0011639833152240291 0.0010106741364421818 0.0018048685564276768 0.0010316702235421979 0.0015306673402747828 0.0016047312340142013
leaf_count=544 267 482 472 1080 276
internal_value=0 -4.28252e-05 -0.000118739 -1.01679e-05 -0.000120792
internal_weight=0 0.00713592 0.00533105 0.00429938 0.0031354
internal_count=3121 2854 2372 1900 1356
is_linear=0
shrinkage=0.00196078


Tree=9185
num_leaves=6
num_cat=0
split_feature=4 150 13 0 4
split_gain=2.35178e-05 2.75621e-05 3.69828e-05 3.23448e-05 4.85479e-05
threshold=0.27044500000000005 0.086615000000000011 -0.13710499999999998 -0.10011499999999998 -0.082109999999999975
decision_type=2 2 2 2 2
left_child=1 2 -1 -4 -5
right_child=-2 -3 3 4 -6
leaf_value=-0.00032742826045083949 0.0002277500991364448 -0.00034465666601520147 0.00030091458665357462 0.00019061170302487441 -0.00029526861447995515
leaf_weight=0.0010852459977934723 0.0013711291544330215 0.0010577507737152712 0.0015995735249937555 0.0016578058075208332 0.0015114565345878063
leaf_count=130 365 269 297 638 1422
internal_value=0 -5.33657e-05 -7.33453e-07 7.36126e-05 -4.111e-05
internal_weight=0 0.00691183 0.00585408 0.00476884 0.00316926
internal_count=3121 2756 2487 2357 2060
is_linear=0
shrinkage=0.00196078


Tree=9186
num_leaves=6
num_cat=0
split_feature=2 13 43 0 15
split_gain=1.00726e-05 2.34183e-05 2.31134e-05 2.43792e-05 6.51359e-06
threshold=0.099185000000000009 -0.08971999999999998 -0.074359999999999996 -0.10011499999999998 -0.069954999999999989
decision_type=2 2 2 2 2
left_child=2 -2 -1 -4 -3
right_child=1 4 3 -5 -6
leaf_value=0.0056438011279426117 0.015443874337291644 0.0034290677094743469 -0.00070378411324248261 -0.020223907920637843 -0.0078040840556633552
leaf_weight=0.0017742007838612087 0.0011778718115172449 0.0010253425492751601 0.0014780722070632001 0.0011281657404335051 0.0010395513692955623
leaf_count=936 200 335 239 1027 384
internal_value=0 0.00419214 -0.00316017 -0.00915349 -0.00222616
internal_weight=0 0.00324277 0.00438044 0.00260624 0.00206489
internal_count=3121 919 2202 1266 719
is_linear=0
shrinkage=0.1


Tree=9187
num_leaves=6
num_cat=0
split_feature=52 12 1 3 2
split_gain=9.30696e-06 1.8433e-05 3.93906e-05 4.42097e-05 3.8947e-05
threshold=0.11434500000000002 0.097825000000000009 0.11181500000000001 0.088060000000000013 0.088225000000000012
decision_type=2 2 2 2 2
left_child=1 2 3 4 -1
right_child=-2 -3 -4 -5 -6
leaf_value=-0.01544610235800252 -0.008263569634239765 0.012271674457032422 -0.016775484009105227 0.0214171415360601 0.0078010170325659729
leaf_weight=0.0013067130184295553 0.0011631062262509699 0.0012661900596442656 0.0012349141183818331 0.0010370796526158544 0.0016068881319562388
leaf_count=1062 501 409 311 150 688
internal_value=0 0.00145464 -0.00118661 0.00368621 -0.00262502
internal_weight=0 0.00645178 0.00518559 0.00395068 0.0029136
internal_count=3121 2620 2211 1900 1750
is_linear=0
shrinkage=0.1


Tree=9188
num_leaves=6
num_cat=0
split_feature=12 160 2 15 15
split_gain=1.05227e-05 1.9289e-05 2.49272e-05 4.07759e-05 3.07873e-05
threshold=0.10388500000000002 1.0000000180025095e-35 0.113445 -0.055554999999999993 0.035560000000000008
decision_type=2 2 2 2 2
left_child=1 2 3 -1 -5
right_child=-2 -3 -4 4 -6
leaf_value=-0.01709734898495258 -0.0094669554971177107 -0.0092751683612861732 0.016542806342307315 0.014339077797687234 -0.0064332045302094923
leaf_weight=0.001005029055529101 0.0010219820835677094 0.0013382840099864452 0.0012432566926560929 0.0018173253190385307 0.0011747368178980605
leaf_count=545 349 493 333 477 924
internal_value=0 0.00143985 0.00417626 0.000329768 0.00618351
internal_weight=0 0.00657863 0.00524035 0.00399709 0.00299206
internal_count=3121 2772 2279 1946 1401
is_linear=0
shrinkage=0.1


Tree=9189
num_leaves=5
num_cat=0
split_feature=47 1 12 15
split_gain=9.55409e-06 1.80526e-05 4.98639e-05 1.53429e-05
threshold=0.09550500000000002 0.095285000000000022 0.088245000000000004 -0.080694999999999989
decision_type=2 2 2 2
left_child=1 2 -1 -3
right_child=-2 3 -4 -5
leaf_value=-0.017133976706421691 0.006803664022144728 0.014326065996765561 0.0054312282939773908 -0.0029438484998467202
leaf_weight=0.0019586407752387618 0.0016137434631862376 0.0010318475421631018 0.001958485811484383 0.0010258977624892846
leaf_count=1056 314 367 1038 346
internal_value=0 -0.00186784 -0.00585182 0.00571608
internal_weight=0 0.00597487 0.00391713 0.00205775
internal_count=3121 2807 2094 713
is_linear=0
shrinkage=0.1


Tree=9190
num_leaves=6
num_cat=0
split_feature=12 15 12 3 0
split_gain=9.8028e-06 1.83731e-05 4.55652e-05 3.13003e-05 2.17538e-05
threshold=0.10388500000000002 0.088235000000000022 0.084100000000000022 0.10893000000000001 -0.084674999999999986
decision_type=2 2 2 2 2
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right_child=-2 -3 -4 -5 -6
leaf_value=0.0032744000345260021 -0.0091348515268787935 0.01295164499423597 -0.01566264469928819 -0.0077284990874428158 0.021918635782186845
leaf_weight=0.0014765461015198164 0.0010213411184515873 0.0011375336926278635 0.0015277584893569288 0.0013304405580248767 0.0010861782879996382
leaf_count=420 349 600 1212 223 317
internal_value=0 0.00139732 -0.00102726 0.00471597 0.0111765
internal_weight=0 0.00655846 0.00542092 0.00389316 0.00256272
internal_count=3121 2772 2172 960 737
is_linear=0
shrinkage=0.1


Tree=9191
num_leaves=6
num_cat=0
split_feature=42 160 151 4 3
split_gain=1.12566e-05 1.80686e-05 2.05842e-05 4.8351e-05 4.04743e-05
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decision_type=2 2 2 2 2
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leaf_value=-0.0085361523733667576 -0.0082184274785907993 -0.0079055887907427212 0.014708550676838034 0.024715805941777219 -0.010303438455061957
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leaf_count=862 828 307 548 234 342
internal_value=0 0.0017272 0.00462011 0.00799808 0.000449803
internal_weight=0 0.00627999 0.00486492 0.0038316 0.00263973
internal_count=3121 2259 1431 1124 890
is_linear=0
shrinkage=0.1


Tree=9192
num_leaves=6
num_cat=0
split_feature=42 49 1 16 2
split_gain=9.31436e-06 1.91092e-05 3.04062e-05 2.83247e-05 3.44414e-05
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decision_type=2 2 2 2 2
left_child=1 -1 3 -3 -5
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leaf_value=-0.0072760092787841277 -0.0083177733804135397 -0.013048391712028404 0.018950719738566196 0.019011066193698144 -0.0051875817134698224
leaf_weight=0.0017977541849282354 0.0011464509915565316 0.0011012227491188215 0.001151897840627956 0.0011265979487242439 0.0012306508141903306
leaf_count=579 649 567 236 629 461
internal_value=0 0.00146897 0.00487897 0.000192149 0.00637766
internal_weight=0 0.00640812 0.00461037 0.00345847 0.00235725
internal_count=3121 2472 1893 1657 1090
is_linear=0
shrinkage=0.1


Tree=9193
num_leaves=6
num_cat=0
split_feature=42 160 49 12 0
split_gain=1.06821e-05 1.61889e-05 2.04167e-05 4.26622e-05 3.8103e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.047584999999999995 0.090695000000000012 -0.10224499999999999
decision_type=2 2 2 2 2
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leaf_value=-0.008329183255717373 -0.0077345561137692267 0.015635063178333099 -0.0044589174944333334 -0.01366401742083902 0.021244011828548282
leaf_weight=0.0012822782664765209 0.0014118434177322926 0.001218253753177747 0.0011122383564731771 0.0013204301026556015 0.0011979800400277905
leaf_count=862 828 257 179 466 529
internal_value=0 0.0016892 0.00443309 0.000674299 0.00886952
internal_weight=0 0.00626075 0.0048489 0.00363065 0.00231022
internal_count=3121 2259 1431 1174 708
is_linear=0
shrinkage=0.1


Tree=9194
num_leaves=6
num_cat=0
split_feature=4 4 3 15 43
split_gain=9.09154e-06 2.05069e-05 3.12922e-05 2.83685e-05 2.34149e-05
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decision_type=2 2 2 2 2
left_child=1 2 3 -1 -5
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leaf_count=748 426 279 139 396 1133
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internal_weight=0 0.00587205 0.0046305 0.00352179 0.00231978
internal_count=3121 2695 2416 2277 1529
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shrinkage=0.1


Tree=9195
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split_feature=51 52 2 3
split_gain=9.41592e-06 1.64043e-05 3.25716e-05 7.06144e-05
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decision_type=2 2 2 2
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leaf_weight=0.0017143327551471695 0.0011169585423241712 0.0018482404377801089 0.0015103519402825932 0.0013302710049963274
leaf_count=797 435 1331 341 217
internal_value=0 0.00146689 -0.00159362 0.00415168
internal_weight=0 0.0064032 0.00468886 0.00317851
internal_count=3121 2686 1889 1548
is_linear=0
shrinkage=0.1


Tree=9196
num_leaves=6
num_cat=0
split_feature=457 1 4 15 52
split_gain=2.58983e-05 3.0493e-05 3.24189e-05 3.37024e-05 1.82432e-05
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decision_type=2 2 2 2 2
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leaf_weight=0.0013921930003937073 0.0010111978548519506 0.001595006780877567 0.0015851704866513383 0.0013265364505234639 0.0011525358127383643
leaf_count=799 289 382 364 1062 225
internal_value=0 -4.42982e-05 -0.000114012 -0.000255305 4.76574e-05
internal_weight=0 0.00705144 0.00545644 0.00291171 0.00254473
internal_count=3121 2832 2450 1426 1024
is_linear=0
shrinkage=0.00196078


Tree=9197
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split_feature=4 42 43 4 4
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decision_type=2 2 2 2 2
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leaf_count=781 426 786 206 265 657
internal_value=0 -0.00182242 0.000834736 -0.00411667 0.00328353
internal_weight=0 0.00586078 0.00476247 0.00345882 0.00211478
internal_count=3121 2695 1914 1128 863
is_linear=0
shrinkage=0.1


Tree=9198
num_leaves=6
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split_feature=43 133 1 4 3
split_gain=7.83211e-06 2.63876e-05 3.96182e-05 1.94495e-05 1.64051e-05
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decision_type=2 2 2 2 2
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leaf_weight=0.001655833683210553 0.0015734181770110584 0.0010559410489429854 0.0011619861286766057 0.0010562257307196365 0.0010047571746326766
leaf_count=476 972 827 308 352 186
internal_value=0 0.00170792 -0.00144271 -0.00969255 0.00856961
internal_weight=0 0.00585233 0.00479639 0.00262964 0.00216674
internal_count=3121 2645 1818 1324 494
is_linear=0
shrinkage=0.1


Tree=9199
num_leaves=7
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split_feature=403 13 12 4 3 4
split_gain=1.76907e-05 4.92175e-05 5.73609e-05 7.25195e-05 2.2265e-05 1.66918e-05
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decision_type=2 2 2 2 2 2
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right_child=-2 -3 3 -5 5 -7
leaf_value=0.00029105481281761471 0.00023994756560202543 0.00033498615913503903 -0.00062699747847864376 6.1993366610913557e-05 0.00010282073154691225 -0.000223813216361084
leaf_weight=0.0010405988868033753 0.0010008848570864396 0.0011354795525307451 0.0014212339486460617 0.0010010155636993028 0.0012683277274485058 0.001144093192731571
leaf_count=535 376 172 1500 184 210 144
internal_value=0 -3.87213e-05 -0.000110946 -0.000342266 5.13228e-05 -5.20858e-05
internal_weight=0 0.00701075 0.00587527 0.00242225 0.00345302 0.00241242
internal_count=3121 2745 2573 1684 889 354
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Tree=9200
num_leaves=6
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split_feature=52 12 1 0 4
split_gain=8.80895e-06 1.8325e-05 3.94923e-05 4.05602e-05 3.44639e-05
threshold=0.11434500000000002 0.097825000000000009 0.11181500000000001 -0.17169499999999996 -0.013514999999999998
decision_type=2 2 2 2 2
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right_child=-2 -3 -4 4 -6
leaf_value=0.020629834270361625 -0.0081219466935531781 0.012287802084947234 -0.016934467242911137 0.0057291079648625768 -0.01716515291713501
leaf_weight=0.0010377047794827587 0.0011366398801038475 0.0012503601195022326 0.0012181146572173198 0.0018414612092079207 0.0010226908520359057
leaf_count=121 501 409 311 1130 649
internal_value=0 0.00143462 -0.00121586 0.00369131 -0.00244565
internal_weight=0 0.00637033 0.00511997 0.00390186 0.00286415
internal_count=3121 2620 2211 1900 1779
is_linear=0
shrinkage=0.1


Tree=9201
num_leaves=6
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split_feature=12 15 12 3 4
split_gain=8.79964e-06 1.59738e-05 3.62978e-05 2.64383e-05 2.14651e-05
threshold=0.10388500000000002 0.088235000000000022 0.084100000000000022 0.076840000000000006 0.033845000000000007
decision_type=2 2 2 2 2
left_child=1 2 3 -1 -5
right_child=-2 -3 -4 4 -6
leaf_value=0.015174152211914671 -0.0086881002527138176 0.012149604678254704 -0.014120308415815498 0.0079516613256227671 -0.010805088375094446
leaf_weight=0.0013991281976390149 0.0010110718019208081 0.0011293625033183714 0.0015024901008726345 0.0011437425229574418 0.001307720009953728
leaf_count=593 349 600 1212 197 170
internal_value=0 0.00134222 -0.000937856 0.0042059 -0.00205403
internal_weight=0 0.00648244 0.00535308 0.00385059 0.00245146
internal_count=3121 2772 2172 960 367
is_linear=0
shrinkage=0.1


Tree=9202
num_leaves=6
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split_feature=1 15 2 12 16
split_gain=9.74198e-06 1.37982e-05 2.55895e-05 5.00554e-05 1.05191e-05
threshold=0.12408500000000001 -0.11713499999999999 0.10613000000000002 0.088245000000000004 -0.056919999999999991
decision_type=2 2 2 2 2
left_child=1 -1 3 4 -3
right_child=-2 2 -4 -5 -6
leaf_value=-0.011681816793818495 0.0088154422609054341 0.00099356811381568324 -0.011168806358454809 0.016777581306686089 -0.013142757518665008
leaf_weight=0.0010995107970386345 0.0010716494831609436 0.0010948851470734609 0.0013663864576902067 0.0018369496156465442 0.0010137822620146764
leaf_count=308 289 545 423 995 561
internal_value=0 -0.00148509 0.000625492 0.00470991 -0.00580274
internal_weight=0 0.00641151 0.005312 0.00394562 0.00210867
internal_count=3121 2832 2524 2101 1106
is_linear=0
shrinkage=0.1


Tree=9203
num_leaves=5
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split_feature=4 42 43 2
split_gain=1.07011e-05 1.50083e-05 2.43107e-05 3.11145e-05
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decision_type=2 2 2 2
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right_child=-2 2 3 -5
leaf_value=-0.012583820261927184 0.007108503478787504 0.012121974328670945 -0.012201653938815241 0.0070109542960267099
leaf_weight=0.0010927899412568869 0.0016469436419156375 0.0012907497971175672 0.0019675247065625832 0.0014747359987603193
leaf_count=781 426 786 791 337
internal_value=0 -0.0020208 0.000418061 -0.00397057
internal_weight=0 0.0058258 0.00473301 0.00344226
internal_count=3121 2695 1914 1128
is_linear=0
shrinkage=0.1


Tree=9204
num_leaves=7
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split_feature=457 15 151 2 4 15
split_gain=2.9436e-05 4.36466e-05 2.80735e-05 3.87467e-05 4.11594e-05 5.937e-05
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decision_type=2 2 2 2 2 2
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leaf_weight=0.0010087452852972582 0.0010245377569468627 0.0010473657508786862 0.0013145939628428369 0.0016678629899293113 0.001014183529839206 0.0011161737750800004
leaf_count=328 289 662 435 447 609 351
internal_value=0 -4.29224e-05 2.03619e-05 7.93423e-05 -3.94275e-05 0.000128934
internal_weight=0 0.00716893 0.00612156 0.00511281 0.00344495 0.00213036
internal_count=3121 2832 2170 1842 1395 960
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Tree=9205
num_leaves=6
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split_feature=4 12 0 2 3
split_gain=2.35625e-05 3.69941e-05 4.81779e-05 2.94797e-05 2.92438e-05
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decision_type=2 2 2 2 2
left_child=-1 2 3 -2 -5
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leaf_weight=0.0010207050564903022 0.0013450591892219862 0.00152454697377044 0.0011430798756309124 0.0012689908597202846 0.0017845449459626382
leaf_count=183 1080 863 222 556 217
internal_value=0 3.59606e-05 0.000110374 1.71745e-05 0.000123712
internal_weight=0 0.00706622 0.00554167 0.00439859 0.00305354
internal_count=3121 2938 2075 1853 773
is_linear=0
shrinkage=0.00196078


Tree=9206
num_leaves=6
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split_feature=15 42 3 15 52
split_gain=1.00794e-05 1.72011e-05 2.56407e-05 2.74911e-05 2.69277e-05
threshold=0.088655000000000025 0.084050000000000014 -0.087784999999999988 -0.016799999999999995 -0.0027449999999999996
decision_type=2 2 2 2 2
left_child=1 2 -1 4 -4
right_child=-2 -3 3 -5 -6
leaf_value=0.018408432181984041 -0.0090307356919582752 -0.0075391967354272067 -0.017153414161848336 0.011828154798508352 0.004048956357668592
leaf_weight=0.0010343360844824729 0.0010629708039634781 0.0015906161700955839 0.0011206103091302806 0.0013935852147396212 0.0012868905045641528
leaf_count=532 683 970 297 317 322
internal_value=0 0.00148153 0.0044489 0.000650291 -0.00582003
internal_weight=0 0.00642604 0.00483542 0.00380109 0.0024075
internal_count=3121 2438 1468 936 619
is_linear=0
shrinkage=0.1


Tree=9207
num_leaves=6
num_cat=0
split_feature=1 43 16 52 16
split_gain=9.37404e-06 3.49094e-05 2.24162e-05 2.26587e-05 2.34497e-05
threshold=0.077565000000000009 0.016310000000000002 0.066275000000000014 -0.049749999999999996 -0.078844999999999985
decision_type=2 2 2 2 2
left_child=1 -1 3 -2 -5
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leaf_value=-0.015648235841781436 0.018494391572892715 0.0082040937314712212 -0.010860405018927566 0.0078734358446524971 -0.010867983346774055
leaf_weight=0.0013782694349619394 0.0010457280190755611 0.0011059578177781953 0.0010050021241758116 0.0019204615348251759 0.0010233931766525138
leaf_count=1333 288 303 310 533 354
internal_value=0 -0.00502937 0.00248745 0.00584986 0.00135822
internal_weight=0 0.00248423 0.00499458 0.00398958 0.00294385
internal_count=3121 1636 1485 1175 887
is_linear=0
shrinkage=0.1


Tree=9208
num_leaves=6
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split_feature=12 160 2 1 3
split_gain=9.6272e-06 1.60911e-05 2.13538e-05 3.81145e-05 6.31352e-05
threshold=0.10388500000000002 1.0000000180025095e-35 0.113445 0.10612500000000001 -0.059315
decision_type=2 2 2 2 2
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leaf_value=-0.0068905863972483303 -0.009129023962204488 -0.008475054663416309 0.015448549507972649 -0.016126548211054109 0.022876458619564864
leaf_weight=0.0016170022746325671 0.0010020417314792751 0.0013135573266854625 0.0012253639952147025 0.0010362944490824397 0.0012738347370831024
leaf_count=1510 349 493 333 209 227
internal_value=0 0.00140495 0.00392373 0.00032769 0.00622613
internal_weight=0 0.00646605 0.0051525 0.00392713 0.00289084
internal_count=3121 2772 2279 1946 1737
is_linear=0
shrinkage=0.1


Tree=9209
num_leaves=7
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split_feature=457 1 42 52 0 4
split_gain=1.42655e-05 2.94943e-05 2.85732e-05 3.12585e-05 5.74563e-05 3.85902e-05
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decision_type=2 2 2 2 2 2
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leaf_value=-0.00040573748911077199 0.00021301354666216523 0.00026504341442883258 -0.00039147898233183567 -0.00033215657767304846 0.00035860418250391611 9.6601746699045645e-05
leaf_weight=0.0010934178754616187 0.0010155467377930142 0.0010604990526512249 0.0010037107158698587 0.0010251251118203845 0.0014642423485147936 0.0012718580084299532
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internal_value=0 -3.58512e-05 -9.03201e-05 -2.80547e-05 5.33504e-05 -0.000135619
internal_weight=0 0.00691885 0.00585835 0.00485464 0.00382952 0.00236528
internal_count=3121 2825 2554 1975 1621 1192
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shrinkage=0.00196078


Tree=9210
num_leaves=6
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split_feature=16 52 0 0 2
split_gain=1.07884e-05 3.39261e-05 2.4279e-05 2.1891e-05 3.63923e-05
threshold=0.38525000000000004 0.10160000000000001 -0.077999999999999986 -0.10607499999999999 0.10882500000000002
decision_type=2 2 2 2 2
left_child=1 2 3 4 -1
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leaf_weight=0.0014656988423837687 0.0010478015648076079 0.0011944011102676157 0.0015198190949293443 0.0010734407495512281 0.0011615173807070752
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internal_value=0 -0.00154726 0.00193125 -0.00243911 0.00247715
internal_weight=0 0.00641488 0.00522048 0.00370066 0.00262722
internal_count=3121 2810 2219 1644 447
is_linear=0
shrinkage=0.1


Tree=9211
num_leaves=7
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split_feature=457 1 0 3 4 0
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decision_type=2 2 2 2 2 2
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Tree=9212
num_leaves=6
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split_feature=457 1 15 2 1
split_gain=2.75377e-05 2.87688e-05 2.67767e-05 4.20338e-05 3.1566e-05
threshold=0.069910000000000014 0.11588000000000001 1.0000000180025095e-35 0.10912000000000001 0.086560000000000012
decision_type=2 2 2 2 2
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internal_weight=0 0.00699477 0.00541727 0.00387335 0.002804
internal_count=3121 2854 2472 1341 1075
is_linear=0
shrinkage=0.00196078


Tree=9213
num_leaves=6
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split_feature=1 150 13 13 1
split_gain=1.01532e-05 1.43765e-05 2.7423e-05 3.10323e-05 2.71524e-05
threshold=0.12408500000000001 0.081835000000000019 -0.13710499999999998 -0.073839999999999975 0.092695000000000013
decision_type=2 2 2 2 2
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right_child=-2 -3 3 4 -6
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internal_weight=0 0.00640241 0.00515995 0.00412495 0.00310328
internal_count=3121 2832 2465 2341 1463
is_linear=0
shrinkage=0.1


Tree=9214
num_leaves=6
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split_feature=1 43 4 12 16
split_gain=9.93623e-06 1.9022e-05 2.54333e-05 1.65403e-05 1.4785e-05
threshold=0.104035 -0.083134999999999987 -1.0000000180025095e-35 0.051320000000000005 -0.029084999999999996
decision_type=2 2 2 2 2
left_child=1 -1 4 -2 -3
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internal_weight=0 0.00451928 0.00321006 0.00294324 0.00204161
internal_count=3121 2430 1769 691 1309
is_linear=0
shrinkage=0.1


Tree=9215
num_leaves=6
num_cat=0
split_feature=4 43 133 4 16
split_gain=9.23456e-06 1.12399e-05 2.47823e-05 3.26885e-05 5.22577e-05
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decision_type=2 2 2 2 2
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leaf_weight=0.0014447129818066584 0.0011781499313877957 0.0013720161360767564 0.0010317434589097391 0.0012277396369654693 0.0012000096896123357
leaf_count=426 352 800 773 294 476
internal_value=0 -0.0015369 0.000777205 -0.00295475 0.00401787
internal_weight=0 0.00627622 0.00483151 0.00379977 0.00242775
internal_count=3121 2769 2343 1570 770
is_linear=0
shrinkage=0.1


Tree=9216
num_leaves=6
num_cat=0
split_feature=3 52 52 4 16
split_gain=8.58858e-06 1.67883e-05 2.177e-05 5.51975e-05 1.84466e-05
threshold=0.13524500000000003 -0.088204999999999992 0.10611000000000001 -0.0016099999999999997 -0.25582999999999995
decision_type=2 2 2 2 2
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leaf_count=650 192 1172 524 260 323
internal_value=0 -0.00144242 0.00115723 0.00444575 -0.00621392
internal_weight=0 0.00631926 0.00503774 0.00402938 0.00220247
internal_count=3121 2929 2279 1755 583
is_linear=0
shrinkage=0.1


Tree=9217
num_leaves=7
num_cat=0
split_feature=131 16 12 49 0 12
split_gain=3.18934e-05 4.86954e-05 6.93022e-05 6.75104e-05 4.33987e-05 3.30449e-05
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decision_type=2 2 2 2 2 2
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right_child=-2 5 -4 4 -6 -7
leaf_value=-0.0003487109828989724 -0.00033822065822032105 4.9590032311713897e-05 -0.0005335800398173678 -3.5346272932867228e-05 0.00048022835767289702 0.00049645896827809916
leaf_weight=0.0011692675628016329 0.0010153969967817344 0.0014208845084437622 0.0010362772889751098 0.0012590765107459761 0.0012517499110297045 0.0011520589955384751
leaf_count=336 525 357 631 227 762 283
internal_value=0 3.27e-05 -8.56699e-05 4.0457e-05 0.000221689 0.00024968
internal_weight=0 0.00728931 0.00471637 0.00368009 0.00251083 0.00257294
internal_count=3121 2596 1956 1325 989 640
is_linear=0
shrinkage=0.00196078


Tree=9218
num_leaves=6
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split_feature=4 13 1 15 3
split_gain=1.2667e-05 3.39547e-05 4.93685e-05 2.50811e-05 3.89969e-05
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decision_type=2 2 2 2 2
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right_child=3 2 -4 -5 -6
leaf_value=0.00022034095762314001 0.00016950219407711487 2.3575445670629528e-05 -0.00049745934885402413 0.00033428353733199134 -0.0002954675482005198
leaf_weight=0.0010565583070517733 0.0017175118110834262 0.0017020731170434306 0.0011865634873701489 0.0010619960261254824 0.0011631380528924198
leaf_count=180 605 1370 684 122 160
internal_value=0 -8.04363e-05 -0.00019045 7.6715e-05 -1.82416e-05
internal_weight=0 0.00394519 0.00288864 0.00394265 0.00288065
internal_count=3121 2234 2054 887 765
is_linear=0
shrinkage=0.00196078


Tree=9219
num_leaves=7
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split_feature=16 1 43 43 47 4
split_gain=9.88066e-06 3.76757e-05 2.73694e-05 2.54258e-05 2.27387e-05 3.06361e-05
threshold=0.38525000000000004 0.077565000000000009 -0.052894999999999991 -1.0000000180025095e-35 1.0000000180025095e-35 0.0061450000000000003
decision_type=2 2 2 2 2 2
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right_child=-2 2 4 -5 -6 -7
leaf_value=-0.023961728033338625 0.0089998550591649639 0.016700346668019318 -0.0074810422613692017 -0.0018334548167593891 -0.013370456867722617 0.016576167656051213
leaf_weight=0.0010074305915247269 0.0010440274667707517 0.0011947821421563081 0.0010355707114238217 0.0010715662378707538 0.0010177612030779089 0.0010828849535389922
leaf_count=1154 311 532 377 357 160 230
internal_value=0 -0.00149082 0.00382089 -0.0125563 -0.0010857 0.00481621
internal_weight=0 0.00641 0.004331 0.002079 0.00313622 0.00211846
internal_count=3121 2810 1299 1511 767 607
is_linear=0
shrinkage=0.1


Tree=9220
num_leaves=6
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split_feature=42 49 47 43 2
split_gain=8.87347e-06 2.09222e-05 2.9067e-05 1.86095e-05 5.7454e-05
threshold=0.092620000000000022 -0.00064499999999999985 0.09550500000000002 -0.0030899999999999994 0.098260000000000014
decision_type=2 2 2 2 2
left_child=1 -1 3 -3 -5
right_child=-2 2 -4 4 -6
leaf_value=-0.0077503522637047215 -0.0082323630106243099 0.010878055856954682 0.01903308943408312 -0.021995250235292134 0.0098675394248967513
leaf_weight=0.0017817638490162917 0.0011179156277973511 0.0011425167749271109 0.0011182863191338968 0.0010461930151171048 0.0012327434572155271
leaf_count=583 630 1062 181 397 268
internal_value=0 0.00143263 0.00503678 0.000462151 -0.00475973
internal_weight=0 0.0063215 0.00453974 0.00342145 0.00227894
internal_count=3121 2491 1908 1727 665
is_linear=0
shrinkage=0.1


Tree=9221
num_leaves=6
num_cat=0
split_feature=457 2 0 4 43
split_gain=2.32657e-05 2.94254e-05 3.66581e-05 2.98176e-05 3.2878e-05
threshold=0.041220000000000007 0.11293500000000002 -0.11756999999999999 0.053180000000000012 -0.0030899999999999994
decision_type=2 2 2 2 2
left_child=1 2 -1 4 -4
right_child=-2 -3 3 -5 -6
leaf_value=-0.00042498899673215613 0.00027709768912945383 0.0001753506640414695 4.9425255984310499e-05 0.00021341009986772247 -0.00038864565873766063
leaf_weight=0.001158391902445547 0.0010000303158188336 0.0017663765008074849 0.0014628277271115043 0.0013114526665666728 0.0011982183100133867
leaf_count=245 293 481 1247 298 557
internal_value=0 -4.29261e-05 -0.000118071 -2.85726e-05 -0.00014783
internal_weight=0 0.00689727 0.00513089 0.0039725 0.00266105
internal_count=3121 2828 2347 2102 1804
is_linear=0
shrinkage=0.00196078


Tree=9222
num_leaves=6
num_cat=0
split_feature=133 15 160 15 3
split_gain=8.35089e-06 2.70113e-05 3.1997e-05 5.34645e-05 6.03289e-05
threshold=0.091410000000000005 0.035560000000000008 1.0000000180025095e-35 -0.016799999999999995 0.099930000000000005
decision_type=2 2 2 2 2
left_child=1 2 3 4 -1
right_child=-2 -3 -4 -5 -6
leaf_value=0.013067175602290907 -0.0080509292974724669 -0.011525626680237194 -0.011058171587504204 0.025102919883972414 -0.017434074534603581
leaf_weight=0.0015847371730180536 0.00110279128515396 0.0012913535964400331 0.0010278797760853485 0.0013307827874980008 0.0010976077609365334
leaf_count=775 603 854 362 346 181
internal_value=0 0.00137842 0.00468405 0.00871609 0.000586153
internal_weight=0 0.00633236 0.00504101 0.00401313 0.00268234
internal_count=3121 2518 1664 1302 956
is_linear=0
shrinkage=0.1


Tree=9223
num_leaves=6
num_cat=0
split_feature=131 16 15 4 16
split_gain=3.05251e-05 3.55002e-05 4.81179e-05 4.86652e-05 3.5851e-05
threshold=1.0000000180025095e-35 0.0065250000000000004 -0.11713499999999999 0.0052350000000000009 0.26799500000000004
decision_type=2 2 2 2 2
left_child=1 2 -1 -4 -3
right_child=-2 4 3 -5 -6
leaf_value=-0.00042556361810574617 -0.0003265419999539737 0.00043889694147264651 -0.00017521179895218871 0.00028718681968267865 -3.1971745871594599e-05
leaf_weight=0.0010823975206250155 0.001006278632058424 0.0013741756800330995 0.0018176672647432204 0.0016874654834616854 0.0011352574078731385
leaf_count=338 531 356 1295 318 283
internal_value=0 3.83738e-05 -6.41931e-05 4.73994e-05 0.000225878
internal_weight=0 0.00709696 0.00458753 0.00350513 0.00250943
internal_count=3121 2590 1951 1613 639
is_linear=0
shrinkage=0.00196078


Tree=9224
num_leaves=5
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split_feature=457 2 52 4
split_gain=1.53922e-05 2.69967e-05 3.35211e-05 2.62325e-05
threshold=0.032140000000000009 0.11293500000000002 0.090245000000000006 0.053180000000000012
decision_type=2 2 2 2
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right_child=-2 -3 -4 -5
leaf_value=-0.00016377558509240962 0.00022397671357590905 0.00017488737765827944 -0.00035572977409605174 0.00017037151663558408
leaf_weight=0.0019015306695547461 0.0010203672833754484 0.0017646802507348767 0.0014745871311398991 0.0017206399539653416
leaf_count=1417 296 481 604 323
internal_value=0 -3.41343e-05 -0.000106505 -5.04566e-06
internal_weight=0 0.00686144 0.00509676 0.00362217
internal_count=3121 2825 2344 1740
is_linear=0
shrinkage=0.00196078


Tree=9225
num_leaves=6
num_cat=0
split_feature=457 15 2 52 3
split_gain=1.73796e-05 2.88269e-05 2.92732e-05 2.80537e-05 3.55969e-05
threshold=0.032140000000000009 1.0000000180025095e-35 0.10912000000000001 1.0000000180025095e-35 -1.0000000180025095e-35
decision_type=2 2 2 2 2
left_child=1 2 3 4 -1
right_child=-2 -3 -4 -5 -6
leaf_value=-0.00018601472116098783 0.000238283266831375 -0.00025218002856553277 0.00024668062395774023 -0.00030173939156294904 0.00031824365311561564
leaf_weight=0.001066986904680899 0.0010220626360835415 0.0017604497448189121 0.0017249821157509929 0.0012415515889606012 0.0010860942695617918
leaf_count=683 296 1167 463 372 140
internal_value=0 -3.57392e-05 3.86869e-05 -6.70051e-05 6.8352e-05
internal_weight=0 0.00688006 0.00511961 0.00339463 0.00215308
internal_count=3121 2825 1658 1195 823
is_linear=0
shrinkage=0.00196078


Tree=9226
num_leaves=7
num_cat=0
split_feature=457 1 42 52 13 1
split_gain=2.33851e-05 2.66293e-05 2.78751e-05 2.56569e-05 4.91947e-05 2.5288e-05
threshold=0.069910000000000014 0.12408500000000001 0.091545000000000015 0.10160000000000001 -0.084034999999999985 0.086560000000000012
decision_type=2 2 2 2 2 2
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right_child=-2 -3 -4 -5 5 -7
leaf_value=0.00038009401555120609 0.00026863752119176386 0.0002336352500627225 -0.00039714475685058518 -0.00031479071333240526 0.00011744866698734198 -0.0002618006015384824
leaf_weight=0.0011154390997157324 0.0010102760555885061 0.0010756090946348841 0.0010173582575016332 0.0010383838980218257 0.0011426575881460395 0.0016550454450988399
leaf_count=473 267 271 583 354 717 456
internal_value=0 -5.03554e-05 -0.000101531 -4.07935e-05 3.19139e-05 -0.000106905
internal_weight=0 0.00704449 0.00596888 0.00495153 0.00391314 0.0027977
internal_count=3121 2854 2583 2000 1646 1173
is_linear=0
shrinkage=0.00196078


Tree=9227
num_leaves=6
num_cat=0
split_feature=50 133 3 0 49
split_gain=4.30092e-05 2.01724e-05 3.09652e-05 4.71558e-05 4.61765e-05
threshold=0.079410000000000008 0.091410000000000005 -0.10023499999999998 -0.10011499999999998 -0.006494999999999999
decision_type=2 2 2 2 2
left_child=1 2 -1 4 -4
right_child=-2 -3 3 -5 -6
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leaf_weight=0.0015956587500226254 0.0010118025730410964 0.0010511870113384227 0.0012729089565287955 0.0016781899688185233 0.0016632566209323985
leaf_count=340 609 464 188 1273 247
internal_value=0 4.22079e-05 8.47284e-05 3.30765e-06 0.000153163
internal_weight=0 0.0072612 0.00621001 0.00461436 0.00293617
internal_count=3121 2512 2048 1708 435
is_linear=0
shrinkage=0.00196078


Tree=9228
num_leaves=6
num_cat=0
split_feature=457 2 52 13 3
split_gain=3.03978e-05 3.72685e-05 4.27524e-05 5.41939e-05 4.14121e-05
threshold=0.045365000000000009 0.11293500000000002 0.10160000000000001 -0.084034999999999985 -0.059315
decision_type=2 2 2 2 2
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leaf_value=0.00031375070525328314 0.00030771095064633644 0.00018909049593216927 -0.00049374166534438767 -0.00041089934894628018 3.7334152082853654e-05
leaf_weight=0.0011616169755893462 0.0010393078303860478 0.0018484369780770908 0.0010258053835974449 0.0015469770741779923 0.0016247756496486165
leaf_count=535 289 481 472 1073 271
internal_value=0 -5.09871e-05 -0.000133792 -4.85844e-05 -0.000181285
internal_weight=0 0.00720761 0.00535918 0.00433337 0.00317175
internal_count=3121 2832 2351 1879 1344
is_linear=0
shrinkage=0.00196078


Tree=9229
num_leaves=6
num_cat=0
split_feature=51 1 2 3 2
split_gain=9.93658e-06 1.59345e-05 3.37776e-05 7.88114e-05 3.16052e-05
threshold=-0.076794999999999988 0.10937500000000001 0.10613000000000002 -0.08824499999999999 0.089775000000000008
decision_type=2 2 2 2 2
left_child=-1 2 3 -2 -5
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leaf_value=-0.0082945524290914084 -0.019730828217661738 0.010138448313320053 -0.016571024242138736 0.0012368121270354996 0.023761177549685555
leaf_weight=0.0012216938356041122 0.0010411792738097749 0.0016103133175220247 0.0011160121295555646 0.0011909119503732215 0.0013062144770885455
leaf_count=537 502 454 250 911 467
internal_value=0 0.00156424 -0.00140228 0.00338207 0.013019
internal_weight=0 0.00626463 0.00465432 0.00353831 0.00249713
internal_count=3121 2584 2130 1880 1378
is_linear=0
shrinkage=0.1


Tree=9230
num_leaves=6
num_cat=0
split_feature=4 12 0 13 48
split_gain=3.24303e-05 4.83188e-05 4.12333e-05 2.66795e-05 2.76652e-05
threshold=-0.46376499999999993 0.092355000000000007 -0.062294999999999996 -0.012549999999999997 0.085130000000000025
decision_type=2 2 2 2 2
left_child=-1 2 3 -2 -5
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leaf_value=-0.00033279995543286157 0.00022187233288962184 -0.00026709182611912797 0.00045993053888058213 9.069181581504867e-05 -0.00031630593200934249
leaf_weight=0.0010237250059738001 0.0018301748899231195 0.0015387629282327831 0.0011295468111748516 0.0014716382928630187 0.001139145040943179
leaf_count=183 1213 863 222 488 152
internal_value=0 4.04731e-05 0.000125433 4.03544e-05 -8.68907e-05
internal_weight=0 0.00710927 0.00557051 0.00444096 0.00261078
internal_count=3121 2938 2075 1853 640
is_linear=0
shrinkage=0.00196078


Tree=9231
num_leaves=6
num_cat=0
split_feature=42 160 49 12 2
split_gain=8.528e-06 1.9805e-05 1.8926e-05 4.21047e-05 3.59016e-05
threshold=-0.0060199999999999993 -1.0000000180025095e-35 -0.047584999999999995 0.090695000000000012 0.10467500000000002
decision_type=2 2 2 2 2
left_child=-1 -2 -3 4 -4
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leaf_value=-0.0075441901536106573 -0.008978463218409052 0.015303573232072513 -0.0021528692828995922 -0.013464016998438022 0.023014214782588818
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leaf_count=846 829 259 517 470 200
internal_value=0 0.00147468 0.0045202 0.000877008 0.00903037
internal_weight=0 0.00622109 0.00481751 0.00360093 0.00229573
internal_count=3121 2275 1446 1187 717
is_linear=0
shrinkage=0.1


Tree=9232
num_leaves=6
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split_feature=15 15 3 3 16
split_gain=9.01459e-06 2.12844e-05 2.31334e-05 3.72493e-05 1.93478e-05
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decision_type=2 2 2 2 2
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leaf_value=-0.0073996313928073425 0.013650088481206425 0.012870844900876047 0.0097437039946457471 -0.01825187141490436 -0.0061212871583938532
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leaf_count=484 335 628 159 689 826
internal_value=0 0.00159967 -0.00129158 -0.00554638 0.00269833
internal_weight=0 0.00610906 0.00492694 0.00355591 0.00215652
internal_count=3121 2637 2302 2143 1454
is_linear=0
shrinkage=0.1


Tree=9233
num_leaves=6
num_cat=0
split_feature=16 133 13 42 16
split_gain=9.24448e-06 3.09218e-05 4.98433e-05 6.31017e-05 2.20163e-05
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decision_type=2 2 2 2 2
left_child=1 2 3 -1 -4
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leaf_weight=0.0010020008520305289 0.0010502798307602205 0.0010418868352014051 0.0015892205004872373 0.0011095620183624831 0.0016667348914891963
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internal_value=0 -0.0014613 0.00159888 0.013565 -0.00616144
internal_weight=0 0.00640941 0.00536752 0.00211156 0.00325596
internal_count=3121 2810 2248 1363 885
is_linear=0
shrinkage=0.1


Tree=9234
num_leaves=6
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split_feature=16 4 2 2 13
split_gain=8.49986e-06 1.68507e-05 2.50171e-05 3.23397e-05 2.08904e-05
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decision_type=2 2 2 2 2
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leaf_weight=0.0011668288393585193 0.0010205570015594 0.0012959876196128785 0.0010517461847561489 0.0010125437103950174 0.0018953841337333978
leaf_count=274 1063 291 357 362 774
internal_value=0 -0.00148834 0.0011549 -0.00251232 0.00283422
internal_weight=0 0.00627622 0.00498023 0.00392848 0.00291594
internal_count=3121 2847 2556 2199 1837
is_linear=0
shrinkage=0.1


Tree=9235
num_leaves=7
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split_feature=4 0 52 2 48 0
split_gain=2.30687e-05 6.03297e-05 3.30551e-05 2.59305e-05 2.742e-05 5.39236e-05
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decision_type=2 2 2 2 2 2
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leaf_weight=0.001008809674181519 0.0010767309219217956 0.0010132271714419312 0.0012257299599245249 0.0012141827262380656 0.0010932272875584879 0.0016132323987661352
leaf_count=183 518 196 248 315 295 1366
internal_value=0 3.33731e-05 -3.88683e-05 2.64972e-05 0.000103838 2.23151e-06
internal_weight=0 0.00723633 0.0062231 0.00514637 0.00393219 0.00283896
internal_count=3121 2938 2742 2224 1909 1614
is_linear=0
shrinkage=0.00196078


Tree=9236
num_leaves=6
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split_feature=16 1 43 48 43
split_gain=7.94672e-06 2.56316e-05 2.64214e-05 2.88175e-05 2.14777e-05
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decision_type=2 2 2 2 2
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leaf_value=-0.0210291768462962 0.0080326507435364135 0.015649688294653678 0.0062601775601436403 -0.013192933010213846 -0.00061790727147706197
leaf_weight=0.0010020117533381771 0.0010495514831841629 0.0011973465829498678 0.0018352710655212125 0.0013015826598798503 0.0010618133647731509
leaf_count=1154 311 532 587 180 357
internal_value=0 -0.00135543 0.00301221 -0.00181155 -0.0105278
internal_weight=0 0.00639803 0.0043342 0.00313685 0.00206383
internal_count=3121 2810 1299 767 1511
is_linear=0
shrinkage=0.1


Tree=9237
num_leaves=6
num_cat=0
split_feature=51 2 15 43 16
split_gain=8.35522e-06 1.2189e-05 1.77496e-05 3.80756e-05 3.27582e-05
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decision_type=2 2 2 2 2
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leaf_weight=0.0012193573567446181 0.0016790245923556848 0.0010795400914289555 0.0013659763796632534 0.0010564475487006165 0.0010367534492156008
leaf_count=537 1101 325 662 219 277
internal_value=0 0.00145467 0.00414763 0.000654124 -0.00630266
internal_weight=0 0.00621774 0.00453872 0.00345918 0.00240273
internal_count=3121 2584 1483 1158 939
is_linear=0
shrinkage=0.1


Tree=9238
num_leaves=6
num_cat=0
split_feature=15 15 52 3 15
split_gain=8.89796e-06 1.92923e-05 3.84143e-05 2.07025e-05 3.374e-05
threshold=-0.11713499999999999 -0.031204999999999997 -0.0027449999999999996 0.10542000000000001 0.088235000000000022
decision_type=2 2 2 2 2
left_child=-1 2 -2 4 -3
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leaf_value=-0.0073532606406457859 -0.0046879973245975782 -0.01542225683193953 0.022393876870695936 0.0097186812637236764 0.0064682534251119597
leaf_weight=0.001355134046907059 0.0010092782740365287 0.0017784757403036839 0.0010887907426342023 0.0010295220542758583 0.0011655308007058696
leaf_count=484 525 935 386 94 697
internal_value=0 0.00160867 0.00936611 -0.00248735 -0.00675581
internal_weight=0 0.0060716 0.00209807 0.00397353 0.00294401
internal_count=3121 2637 911 1726 1632
is_linear=0
shrinkage=0.1


Tree=9239
num_leaves=6
num_cat=0
split_feature=457 2 52 15 3
split_gain=2.00231e-05 2.56953e-05 3.45297e-05 3.07974e-05 4.64053e-05
threshold=0.069910000000000014 0.11293500000000002 0.090245000000000006 -0.024814999999999997 -0.078934999999999991
decision_type=2 2 2 2 2
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right_child=-2 -3 -4 4 -6
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leaf_weight=0.0016367322184968618 0.0010132593540013437 0.0018133517379055235 0.0014867928238893897 0.0010146928435836272 0.0010986129688620606
leaf_count=716 267 482 604 838 214
internal_value=0 -3.93876e-05 -0.000109044 -8.79091e-06 0.000147588
internal_weight=0 0.00705018 0.00523683 0.00375004 0.00211331
internal_count=3121 2854 2372 1768 1052
is_linear=0
shrinkage=0.00196078


Tree=9240
num_leaves=6
num_cat=0
split_feature=160 133 42 4 2
split_gain=8.13971e-06 2.01689e-05 5.52951e-05 4.78653e-05 2.99818e-05
threshold=0.085045000000000023 1.0000000180025095e-35 0.08623500000000002 -0.062539999999999984 0.10882500000000002
decision_type=2 2 2 2 2
left_child=1 2 3 -1 -5
right_child=-2 -3 -4 4 -6
leaf_value=-0.021921286584210255 0.0080001612700564325 -0.012668381584779299 0.01964151078373845 0.010782415848480461 -0.010997956851718241
leaf_weight=0.0011211855121999459 0.0010800485066162673 0.0012687832742458898 0.0012548336677886628 0.0016939743126724641 0.0010081500620519113
leaf_count=577 384 960 579 391 230
internal_value=0 -0.00139073 0.00142701 -0.0045511 0.00265626
internal_weight=0 0.00634693 0.00507814 0.00382331 0.00270212
internal_count=3121 2737 1777 1198 621
is_linear=0
shrinkage=0.1


Tree=9241
num_leaves=7
num_cat=0
split_feature=457 15 16 2 3 2
split_gain=2.52427e-05 2.85472e-05 2.86977e-05 2.4364e-05 3.74236e-05 2.93066e-05
threshold=0.069910000000000014 0.088655000000000025 -0.45661999999999997 0.11293500000000002 0.088060000000000013 0.088225000000000012
decision_type=2 2 2 2 2 2
left_child=1 2 -1 4 5 -4
right_child=-2 -3 3 -5 -6 -7
leaf_value=-0.00030000107457936096 0.00028244224074331861 -0.00035312420785305179 -5.5175493427238927e-05 0.00033589782680816321 -0.0003173375471243925 0.00034360071662068662
leaf_weight=0.0010036924997958692 0.0010124361301416173 0.0010136029154092507 0.0017111747162706914 0.0010068283898931616 0.0010793518374202079 0.0012092618831758724
leaf_count=228 267 662 998 300 108 558
internal_value=0 -4.87301e-05 2.60421e-06 6.32685e-05 -5.35791e-06 0.000109945
internal_weight=0 0.00702391 0.00601031 0.00500662 0.00399979 0.00292044
internal_count=3121 2854 2192 1964 1664 1556
is_linear=0
shrinkage=0.00196078


Tree=9242
num_leaves=7
num_cat=0
split_feature=457 15 43 52 2 3
split_gain=1.31378e-05 2.51823e-05 2.05439e-05 2.4507e-05 2.92645e-05 1.30185e-05
threshold=0.032140000000000009 0.088655000000000025 -0.04890499999999999 0.077655000000000016 0.10467500000000002 -0.084074999999999997
decision_type=2 2 2 2 2 2
left_child=1 2 5 4 -4 -1
right_child=-2 -3 3 -5 -6 -7
leaf_value=1.4484017960728224e-05 0.00020344040980119004 -0.00032433660238127447 -0.0003970428609100922 0.00014710239904405654 3.1831936913754743e-05 0.00032479156947073316
leaf_weight=0.0010470078145994014 0.0010014908025432921 0.0010007435136513447 0.001262717051419063 0.0012616069893213815 0.0011864606151044637 0.0010322950530545928
leaf_count=449 296 662 407 410 278 619
internal_value=0 -3.71283e-05 1.2512e-05 -7.49168e-05 -0.000189282 0.00016854
internal_weight=0 0.00679083 0.00579009 0.00371078 0.00244918 0.0020793
internal_count=3121 2825 2163 1095 685 1068
is_linear=0
shrinkage=0.00196078


Tree=9243
num_leaves=5
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split_feature=0 47 49 3
split_gain=9.2367e-06 2.09778e-05 2.64838e-05 4.63889e-05
threshold=-0.019414999999999998 1.0000000180025095e-35 -0.054319999999999993 -0.059315
decision_type=2 2 2 2
left_child=1 2 -1 -4
right_child=-2 -3 3 -5
leaf_value=-0.010623034294768512 0.0062004054982851067 -0.011253768030850186 -0.0062246659936933783 0.019779419826058992
leaf_weight=0.0011652398070332286 0.0018006983709298839 0.0017140838539908138 0.0013126177598628427 0.0014370552427548562
leaf_count=303 365 414 1649 390
internal_value=0 -0.00202785 0.00201157 0.00736579
internal_weight=0 0.005629 0.00391491 0.00274967
internal_count=3121 2756 2342 2039
is_linear=0
shrinkage=0.1


Tree=9244
num_leaves=6
num_cat=0
split_feature=42 160 49 2 3
split_gain=8.15284e-06 1.79318e-05 4.13023e-05 3.68338e-05 3.48442e-05
threshold=0.092620000000000022 0.085045000000000023 -0.0020949999999999996 0.10613000000000002 -0.059315
decision_type=2 2 2 2 2
left_child=1 2 -1 4 -4
right_child=-2 -3 3 -5 -6
leaf_value=-0.018110093814511452 -0.0079253060472866694 0.013538484936149307 -0.0010115456719019624 -0.010386511936175307 0.020983384595115829
leaf_weight=0.0011111146409286312 0.0011118515752587353 0.0010148304669958825 0.0014536647701252612 0.0013008565160636879 0.0014275832416246258
leaf_count=421 630 340 1167 333 230
internal_value=0 0.00136185 -0.000972692 0.00358043 0.00988637
internal_weight=0 0.00630805 0.00529322 0.0041821 0.00288125
internal_count=3121 2491 2151 1730 1397
is_linear=0
shrinkage=0.1


Tree=9245
num_leaves=6
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split_feature=4 13 42 43 1
split_gain=7.82775e-06 1.74797e-05 2.18505e-05 3.88128e-05 3.14667e-05
threshold=0.24564500000000003 -0.13710499999999998 -0.0060199999999999993 -0.074359999999999996 0.089175000000000018
decision_type=2 2 2 2 2
left_child=1 -1 -3 -4 -5
right_child=-2 2 3 4 -6
leaf_value=-0.013640261140041519 0.0060901088281270664 -0.011802405182734895 0.018982097675186708 0.0090354560374174969 -0.013595771257411985
leaf_weight=0.0010189647524542888 0.0016314511136542049 0.0010681556934209065 0.0012254746551460583 0.001175097391871943 0.0012875481098771726
leaf_count=166 426 779 758 629 363
internal_value=0 -0.00175427 0.000792133 0.00443977 -0.00279686
internal_weight=0 0.00577524 0.00475628 0.00368812 0.00246265
internal_count=3121 2695 2529 1750 992
is_linear=0
shrinkage=0.1


Tree=9246
num_leaves=7
num_cat=0
split_feature=457 1 42 160 16 0
split_gain=2.73282e-05 3.27969e-05 3.09562e-05 2.95445e-05 3.71304e-05 3.83777e-05
threshold=0.045365000000000009 0.12408500000000001 0.091545000000000015 -0.074254999999999988 -0.056919999999999991 -0.10224499999999999
decision_type=2 2 2 2 2 2
left_child=1 2 3 -1 5 -5
right_child=-2 -3 -4 4 -6 -7
leaf_value=0.00025600785810806013 0.0003025684179143479 0.00026612584424294685 -0.00041536631708031271 -0.00020834717785583911 -0.0003475522873070616 0.00029130001788807777
leaf_weight=0.001042744104976406 0.0010024116649311743 0.0011110765071667209 0.0010009485154524557 0.0011866554216162068 0.0015824723341137268 0.0011775097236992695
leaf_count=497 289 271 579 184 614 687
internal_value=0 -4.32792e-05 -0.000100667 -3.75335e-05 -0.00011509 4.051e-05
internal_weight=0 0.00710141 0.00599033 0.00498938 0.00394664 0.00236417
internal_count=3121 2832 2561 1982 1485 871
is_linear=0
shrinkage=0.00196078


Tree=9247
num_leaves=7
num_cat=0
split_feature=457 1 52 13 1 4
split_gain=2.40645e-05 2.74799e-05 3.37048e-05 5.26003e-05 3.54875e-05 1.77441e-05
threshold=0.069910000000000014 0.111945 0.10160000000000001 -0.090639999999999984 0.086560000000000012 0.19806500000000002
decision_type=2 2 2 2 2 2
left_child=1 2 3 -1 -5 -3
right_child=-2 5 -4 4 -6 -7
leaf_value=0.00033253334267800184 0.00028262361977542642 -3.1883477495896521e-05 -0.00042248204207620901 4.4343212768013947e-05 -0.00039877239440295386 0.00033295960632803663
leaf_weight=0.0010860057092532556 0.0010129189196833579 0.0010263595066042023 0.0010993725754956485 0.0013951088420410401 0.0013843994224714759 0.0010236748067575727
leaf_count=244 267 186 491 1140 524 269
internal_value=0 -4.06862e-05 -0.000119545 -3.33885e-05 -0.000176361 0.000150299
internal_weight=0 0.00701492 0.00496489 0.00386551 0.00277951 0.00205003
internal_count=3121 2854 2399 1908 1664 455
is_linear=0
shrinkage=0.00196078


Tree=9248
num_leaves=5
num_cat=0
split_feature=457 2 0 12
split_gain=3.23882e-05 2.82734e-05 3.32935e-05 4.9655e-05
threshold=0.069910000000000014 0.11293500000000002 -0.10224499999999999 0.090020000000000017
decision_type=2 2 2 2
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right_child=-2 -3 3 -5
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leaf_weight=0.0015947118669017686 0.0010085239719424214 0.0017937453369291905 0.0019529222928847349 0.0016042646762046671
leaf_count=343 267 482 1180 849
internal_value=0 -5.39944e-05 -0.000127812 -2.22728e-05
internal_weight=0 0.00694564 0.0051519 0.00355719
internal_count=3121 2854 2372 2029
is_linear=0
shrinkage=0.00196078


Tree=9249
num_leaves=6
num_cat=0
split_feature=2 13 13 0 15
split_gain=8.35925e-06 2.20765e-05 1.84126e-05 3.26714e-05 6.06798e-06
threshold=0.099185000000000009 -0.08971999999999998 -0.014169999999999999 -0.10224499999999999 -0.069954999999999989
decision_type=2 2 2 2 2
left_child=2 -2 -1 -4 -3
right_child=1 4 3 -5 -6
leaf_value=-0.011297383378498791 0.015023051724951206 0.0030765279069673549 -0.011035008494502528 0.011503002666083399 -0.0079018690416735957
leaf_weight=0.0016232114099828964 0.0011366251050061353 0.0010077213905310212 0.0010934713537918154 0.0015619147284046768 0.0010061252388509087
leaf_count=1357 200 335 143 702 384
internal_value=0 0.00388056 -0.00290698 0.00222199 -0.00240832
internal_weight=0 0.00315047 0.0042786 0.00265539 0.00201385
internal_count=3121 919 2202 845 719
is_linear=0
shrinkage=0.1


Tree=9250
num_leaves=6
num_cat=0
split_feature=50 3 0 49 43
split_gain=3.1032e-05 2.9221e-05 5.25682e-05 3.2157e-05 2.05691e-05
threshold=1.0000000180025095e-35 -0.091054999999999983 -0.10011499999999998 -0.006494999999999999 -0.072864999999999985
decision_type=2 2 2 2 2
left_child=1 -1 3 -3 -4
right_child=-2 2 4 -5 -6
leaf_value=0.00024496372261376652 -0.00032566449223324373 -9.5627228571542984e-05 -5.6010670976671062e-05 0.00031743577647558524 -0.00042942960940408367
leaf_weight=0.001945244184652483 0.0010203659095046119 0.0012882171561377979 0.0010405728467887745 0.0016562000642953564 0.0012464851326178046
leaf_count=539 627 200 607 264 884
internal_value=0 3.97817e-05 -3.65121e-05 0.000136716 -0.00025953
internal_weight=0 0.00717672 0.00523148 0.00294442 0.00228706
internal_count=3121 2494 1955 464 1491
is_linear=0
shrinkage=0.00196078


Tree=9251
num_leaves=6
num_cat=0
split_feature=457 1 42 0 52
split_gain=2.10523e-05 2.60011e-05 2.45078e-05 3.50481e-05 2.18114e-05
threshold=0.032140000000000009 0.12408500000000001 0.088915000000000008 -0.10836499999999999 0.0060650000000000009
decision_type=2 2 2 2 2
left_child=1 2 3 -1 -5
right_child=-2 -3 -4 4 -6
leaf_value=-0.00025801571986110595 0.00025750232787972321 0.00023464406654681545 -0.00033070587754189981 0.00025094178682747386 -8.8841139154309195e-05
leaf_weight=0.0016343900738910277 0.0010167549003123281 0.0010839600978624492 0.0013239399642269783 0.0016360668355528726 0.0013062567204157767
leaf_count=289 296 271 778 860 627
internal_value=0 -4.44806e-05 -9.57563e-05 -2.77907e-05 0.000100094
internal_weight=0 0.00698461 0.00590065 0.00457671 0.00294232
internal_count=3121 2825 2554 1776 1487
is_linear=0
shrinkage=0.00196078


Tree=9252
num_leaves=6
num_cat=0
split_feature=50 4 151 16 0
split_gain=2.53632e-05 3.69406e-05 3.61214e-05 2.99681e-05 1.92637e-05
threshold=1.0000000180025095e-35 0.36766000000000004 -0.016164999999999995 -0.092484999999999984 -0.053834999999999994
decision_type=2 2 2 2 2
left_child=1 2 -1 -4 -5
right_child=-2 -3 3 4 -6
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leaf_count=366 627 303 347 1179 299
internal_value=0 3.58138e-05 -2.13657e-05 -8.7214e-05 1.28268e-05
internal_weight=0 0.0072334 0.00620085 0.00519506 0.00357969
internal_count=3121 2494 2191 1825 1478
is_linear=0
shrinkage=0.00196078


Tree=9253
num_leaves=6
num_cat=0
split_feature=42 43 16 49 1
split_gain=7.95832e-06 1.6629e-05 2.5524e-05 2.1831e-05 2.63568e-05
threshold=0.092145000000000019 0.07827000000000002 0.071345000000000006 -0.006494999999999999 0.10538500000000002
decision_type=2 2 2 2 2
left_child=1 2 3 -1 -5
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leaf_weight=0.0013795937449305688 0.0011303399493178589 0.0010614670990844611 0.001133779577034982 0.0015630451762209639 0.0011911878768823018
leaf_count=435 649 248 398 1176 215
internal_value=0 0.00134109 -0.00095987 0.00268562 0.00782884
internal_weight=0 0.00632907 0.00526761 0.00413383 0.00275423
internal_count=3121 2472 2224 1826 1391
is_linear=0
shrinkage=0.1


Tree=9254
num_leaves=7
num_cat=0
split_feature=403 13 12 4 3 1
split_gain=3.68658e-05 9.29554e-05 6.50759e-05 0.000120992 4.65621e-05 2.16714e-05
threshold=0.03138500000000001 0.11217000000000001 0.084100000000000022 0.09173000000000002 0.12178000000000001 0.094385000000000011
decision_type=2 2 2 2 2 2
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right_child=-2 -3 3 -5 -6 -7
leaf_value=-3.0029443387362899e-06 0.00032391543153167707 0.00043796227191932995 -0.00074532962356056102 0.00012010396286496063 -0.00033925890446661786 0.0003598209107078311
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internal_weight=0 0.00742742 0.00623798 0.00258547 0.0036525 0.00259843
internal_count=3121 2745 2573 1684 889 726
is_linear=0
shrinkage=0.00196078


Tree=9255
num_leaves=5
num_cat=0
split_feature=15 3 0 15
split_gain=9.7691e-06 1.97156e-05 3.97287e-05 3.49864e-05
threshold=-0.11713499999999999 -0.091054999999999983 -0.082009999999999986 -0.0088349999999999974
decision_type=2 2 2 2
left_child=-1 -2 3 -3
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leaf_value=-0.0076833658064389149 0.011660840097169604 -0.0037478858487277698 -0.012721643721554167 0.019130316795252407
leaf_weight=0.0013682877658856129 0.0014911559339553775 0.0015433570986801647 0.001886346436903481 0.0011790948869161541
leaf_count=484 526 618 947 546
internal_value=0 0.00166605 -0.00156772 0.00616067
internal_weight=0 0.00609995 0.0046088 0.00272245
internal_count=3121 2637 2111 1164
is_linear=0
shrinkage=0.1


Tree=9256
num_leaves=6
num_cat=0
split_feature=52 15 15 43 4
split_gain=9.54375e-06 2.67418e-05 4.04144e-05 2.77747e-05 2.43907e-05
threshold=-0.057699999999999994 -0.11713499999999999 -0.031204999999999997 -0.014584999999999999 0.0052350000000000009
decision_type=2 2 2 2 2
left_child=4 -2 -3 -4 -1
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leaf_weight=0.0011678452484571104 0.0011097909699199849 0.0011434987903297198 0.0011129878492103784 0.0018577599905441489 0.0010664609704270202
leaf_count=712 374 466 655 700 214
internal_value=0 -0.00238128 0.00133465 -0.0048144 0.00542791
internal_weight=0 0.00522404 0.00411425 0.00297075 0.00223431
internal_count=3121 2195 1821 1355 926
is_linear=0
shrinkage=0.1


Tree=9257
num_leaves=6
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split_feature=0 4 160 2 16
split_gain=8.27912e-06 2.32959e-05 2.28202e-05 2.80884e-05 2.67292e-05
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decision_type=2 2 2 2 2
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leaf_weight=0.0010329396925886809 0.0012343198127929161 0.001256476356567593 0.0013810949061715944 0.001457860301027156 0.0010834110906796219
leaf_count=821 227 346 425 402 900
internal_value=0 0.00466546 -0.00240182 0.00108065 -0.00542787
internal_weight=0 0.0024908 0.00495531 0.00392237 0.00246451
internal_count=3121 573 2548 1727 1325
is_linear=0
shrinkage=0.1


Tree=9258
num_leaves=6
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split_feature=50 3 0 0 13
split_gain=2.36958e-05 2.71516e-05 3.81986e-05 4.09544e-05 2.83857e-05
threshold=1.0000000180025095e-35 -0.091054999999999983 -0.10011499999999998 -0.15202999999999997 -0.074044999999999986
decision_type=2 2 2 2 2
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leaf_value=0.00023231515975637244 -0.00028564840245141079 -7.566211396460824e-05 6.413054334623386e-06 0.00040514496212042903 -0.00043200703136933111
leaf_weight=0.0019469987013606034 0.0010119971575490733 0.001752481272873569 0.0010586251473845769 0.0011141230692161509 0.0012245468322276392
leaf_count=539 627 181 737 283 754
internal_value=0 3.50692e-05 -3.95044e-05 0.000111206 -0.000228727
internal_weight=0 0.00709678 0.00514978 0.0028666 0.00228317
internal_count=3121 2494 1955 464 1491
is_linear=0
shrinkage=0.00196078


Tree=9259
num_leaves=6
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split_feature=49 42 2 43 16
split_gain=7.41831e-06 2.23457e-05 1.82126e-05 2.09047e-05 1.95455e-05
threshold=-0.081404999999999991 0.088915000000000008 0.10613000000000002 -0.0037449999999999996 -0.059624999999999991
decision_type=2 2 2 2 2
left_child=-1 2 3 -2 -5
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leaf_weight=0.0010063018818731138 0.0013559865693310857 0.0012394762993466497 0.0017978028758015357 0.0010034476896083363 0.0010448201004408081
leaf_count=240 1053 848 430 338 212
internal_value=0 -0.00128532 0.00158965 0.00588955 0.0122655
internal_weight=0 0.00644153 0.00520206 0.00340425 0.00204827
internal_count=3121 2881 2033 1603 550
is_linear=0
shrinkage=0.1


Tree=9260
num_leaves=6
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split_feature=43 3 2 43 16
split_gain=7.53433e-06 3.4128e-05 2.29908e-05 2.13745e-05 3.13868e-05
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decision_type=2 2 2 2 2
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right_child=2 -3 3 -5 -6
leaf_value=-0.0088183965227120222 -0.013752204576191444 0.014590383568656082 0.0062611268550554064 0.012945802510298336 -0.016623273627119892
leaf_weight=0.0011033597325314239 0.0012949176083086661 0.0014299788290243133 0.0014019964957473338 0.0011623394867240067 0.0010468430659615656
leaf_count=386 812 967 305 298 353
internal_value=0 0.00439502 -0.00232047 0.00177879 -0.00352162
internal_weight=0 0.00253334 0.0049061 0.00361118 0.00244884
internal_count=3121 1353 1768 956 658
is_linear=0
shrinkage=0.1


Tree=9261
num_leaves=6
num_cat=0
split_feature=457 52 0 4 4
split_gain=3.01156e-05 2.28703e-05 4.52551e-05 3.78022e-05 5.28968e-05
threshold=0.069910000000000014 0.11434500000000002 -0.11756999999999999 0.09173000000000002 -0.082109999999999975
decision_type=2 2 2 2 2
left_child=1 2 -1 4 -4
right_child=-2 -3 3 -5 -6
leaf_value=-0.00025363588374421284 0.00030819588195780332 -0.00031184907106020915 0.00020412959644146837 0.00043597435169845719 -0.00033624520934631404
leaf_weight=0.0019233939443185286 0.0010013731532925382 0.001122294141894198 0.0018433455246142912 0.0010303769753902924 0.0011194059385688522
leaf_count=315 267 489 626 261 1163
internal_value=0 -5.52257e-05 -6.54731e-06 0.000112469 -3.8311e-08
internal_weight=0 0.00703882 0.00591652 0.00399313 0.00296275
internal_count=3121 2854 2365 2050 1789
is_linear=0
shrinkage=0.00196078


Tree=9262
num_leaves=7
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split_feature=457 2 52 0 13 16
split_gain=2.28984e-05 3.28746e-05 6.11935e-05 3.82689e-05 4.04174e-05 3.74583e-05
threshold=0.069910000000000014 0.11293500000000002 0.10160000000000001 -0.084269999999999984 -0.0034749999999999994 -0.12029499999999999
decision_type=2 2 2 2 2 2
left_child=1 2 3 5 -5 -1
right_child=-2 -3 -4 4 -6 -7
leaf_value=5.0893118079801628e-05 0.00026634800969969934 0.0001795531883471814 -0.00055978335540581502 0.0004000313226600299 -0.00013217671652705881 -0.00048234345311319804
leaf_weight=0.0010062389974683848 0.0010225312004050096 0.0018190139083773624 0.001010992755335542 0.0011945824657328828 0.0010145385297067847 0.0010197996627412434
leaf_count=210 267 482 472 607 376 707
internal_value=0 -4.7591e-05 -0.000126349 -2.28825e-05 0.000155615 -0.00021751
internal_weight=0 0.00706517 0.00524615 0.00423516 0.00220912 0.00202604
internal_count=3121 2854 2372 1900 983 917
is_linear=0
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Tree=9263
num_leaves=6
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split_feature=15 16 48 42 0
split_gain=7.41648e-06 2.74469e-05 3.57232e-05 2.67813e-05 3.07381e-05
threshold=-0.15026499999999995 -0.27167499999999994 0.082620000000000013 0.086325000000000013 -0.083914999999999976
decision_type=2 2 2 2 2
left_child=-1 -2 3 4 -3
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leaf_value=0.007736415307149443 -0.015298263954805989 0.015198491629841899 0.014962375939865383 -0.017298523160712675 -0.0065491444288424405
leaf_weight=0.0010517657538943364 0.001152498864076504 0.0010470771223607123 0.0014713424092017285 0.0010147288232546579 0.0017134029843286626
leaf_count=363 239 561 441 817 700
internal_value=0 -0.00132474 0.00174479 -0.0034066 0.00169995
internal_weight=0 0.00639905 0.00524655 0.00377521 0.00276048
internal_count=3121 2758 2519 2078 1261
is_linear=0
shrinkage=0.1


Tree=9264
num_leaves=6
num_cat=0
split_feature=457 43 12 0 3
split_gain=2.23813e-05 2.30023e-05 3.99742e-05 4.87615e-05 2.86178e-05
threshold=0.045365000000000009 -0.074359999999999996 0.090020000000000017 -0.10224499999999999 -0.08824499999999999
decision_type=2 2 2 2 2
left_child=1 4 3 -3 -1
right_child=-2 2 -4 -5 -6
leaf_value=-0.00010951425396651001 0.00027104877832165189 -0.00022144626475935526 -0.00041917422284291748 0.00025938158108690818 0.00032451475456211437
leaf_weight=0.0011271456212925792 0.001001059778994417 0.0018412746872937483 0.001270516696171438 0.0014490150452829693 0.0012121913397814641
leaf_count=337 289 283 724 733 755
internal_value=0 -4.26843e-05 -0.000123764 -9.69385e-06 0.00011539
internal_weight=0 0.00690014 0.00456081 0.00329029 0.00233934
internal_count=3121 2832 1740 1016 1092
is_linear=0
shrinkage=0.00196078


Tree=9265
num_leaves=6
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split_feature=0 3 160 2 12
split_gain=8.35125e-06 2.11489e-05 1.93493e-05 2.40954e-05 2.65751e-05
threshold=-0.060129999999999996 -0.10023499999999998 -1.0000000180025095e-35 0.10005000000000001 0.088245000000000004
decision_type=2 2 2 2 2
left_child=2 -2 -1 4 -4
right_child=1 -3 3 -5 -6
leaf_value=-0.014592694816612442 0.01552096732927799 -0.0031470251574493638 -0.015167545342531575 0.010988272757261341 0.005619328774790152
leaf_weight=0.0010332184403511399 0.0010448479194165112 0.0014477313639532391 0.001287204355800643 0.0014562660562641916 0.0011777779236402954
leaf_count=821 210 363 655 402 670
internal_value=0 0.00467829 -0.00241822 0.000789657 -0.0052355
internal_weight=0 0.00249258 0.00495447 0.00392125 0.00246498
internal_count=3121 573 2548 1727 1325
is_linear=0
shrinkage=0.1


Tree=9266
num_leaves=6
num_cat=0
split_feature=457 2 52 16 0
split_gain=2.71789e-05 2.02325e-05 3.89283e-05 3.21043e-05 3.65816e-05
threshold=0.069910000000000014 0.11293500000000002 0.090245000000000006 -0.056919999999999991 -0.10224499999999999
decision_type=2 2 2 2 2
left_child=1 2 3 4 -1
right_child=-2 -3 -4 -5 -6
leaf_value=-0.00010769179372378002 0.00029241531496296117 0.00012621989584531384 -0.00038392873774522799 -0.00022062358188449825 0.00040402474641386323
leaf_weight=0.0010739853897335011 0.0010059787146733173 0.0018110080644643863 0.0014756383073733208 0.0015704499992231493 0.0010744529846877402
leaf_count=172 267 482 604 854 742
internal_value=0 -5.22425e-05 -0.000114461 -7.53777e-06 0.000148222
internal_weight=0 0.00700553 0.00519453 0.00371889 0.00214844
internal_count=3121 2854 2372 1768 914
is_linear=0
shrinkage=0.00196078


Tree=9267
num_leaves=7
num_cat=0
split_feature=457 15 43 52 2 3
split_gain=2.37611e-05 2.91211e-05 2.9454e-05 3.86014e-05 4.11474e-05 1.59282e-05
threshold=0.069910000000000014 0.088655000000000025 -0.04890499999999999 0.077655000000000016 0.10467500000000002 -0.084074999999999997
decision_type=2 2 2 2 2 2
left_child=1 2 5 4 -4 -1
right_child=-2 -3 3 -5 -6 -7
leaf_value=2.6500020470127099e-05 0.0002772243180996289 -0.00034928281840473875 -0.0004705391013930828 0.00018221715159470357 2.6796475593013982e-05 0.0003630399513198578
leaf_weight=0.0010917723379726147 0.0010290681107874297 0.0010134607535621769 0.0013350495837355246 0.0013030122300419127 0.0012278056024892794 0.0010712032142752518
leaf_count=461 267 662 409 410 279 633
internal_value=0 -4.17511e-05 9.94562e-06 -9.25694e-05 -0.000232277 0.00019317
internal_weight=0 0.0070423 0.00602884 0.00386587 0.00256286 0.00216298
internal_count=3121 2854 2192 1098 688 1094
is_linear=0
shrinkage=0.00196078


Tree=9268
num_leaves=5
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split_feature=51 52 2 3
split_gain=7.86621e-06 1.50668e-05 2.81855e-05 5.17738e-05
threshold=0.087505000000000013 -0.046924999999999988 0.10613000000000002 -0.059315
decision_type=2 2 2 2
left_child=1 -1 3 -3
right_child=-2 2 -4 -5
leaf_value=0.0093429693523825307 -0.0077983924026419254 -0.0071944729670760741 -0.012893785386295889 0.018844755297028414
leaf_weight=0.0017082403425492118 0.0011134469769927156 0.0018152181066594026 0.0015043555007289025 0.0013180002494375385
leaf_count=797 435 1331 341 217
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internal_weight=0 0.00634581 0.00463757 0.00313322
internal_count=3121 2686 1889 1548
is_linear=0
shrinkage=0.1


Tree=9269
num_leaves=5
num_cat=0
split_feature=457 2 0 12
split_gain=1.30802e-05 2.56665e-05 3.78614e-05 3.74931e-05
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decision_type=2 2 2 2
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right_child=-2 -3 3 -5
leaf_value=-0.00043090793228345048 0.00013159931084721273 9.5909030478285903e-05 0.00011837911332685745 -0.00028601139498111734
leaf_weight=0.001565280371283494 0.0010211916723427061 0.0017909750534636417 0.0019443094880285793 0.0016125305804817287
leaf_count=338 296 481 1158 848
internal_value=0 -0.00010614 -0.000176788 -6.49555e-05
internal_weight=0 0.0069131 0.00512212 0.00355684
internal_count=3121 2825 2344 2006
is_linear=0
shrinkage=0.00196078


Tree=9270
num_leaves=6
num_cat=0
split_feature=51 49 52 12 0
split_gain=7.69947e-06 1.53933e-05 2.49743e-05 3.48114e-05 3.99196e-05
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decision_type=2 2 2 2 2
left_child=-1 -2 3 4 -3
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leaf_weight=0.0012168179503440147 0.0014487486309978526 0.0011383288317249815 0.0010476503967879903 0.0012812808676397726 0.0013254338516987688
leaf_count=537 358 218 510 630 868
internal_value=0 0.00131045 -0.00141997 -0.00523798 0.00171475
internal_weight=0 0.00624144 0.00479269 0.00374504 0.00246376
internal_count=3121 2584 2226 1716 1086
is_linear=0
shrinkage=0.1


Tree=9271
num_leaves=6
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split_feature=4 16 4 0 3
split_gain=9.00526e-06 2.12654e-05 2.02665e-05 4.27936e-05 1.28637e-05
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decision_type=2 2 2 2 2
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leaf_count=393 426 1259 285 242 516
internal_value=0 -0.00194511 0.00134477 -0.00318888 0.00539095
internal_weight=0 0.00580773 0.00448268 0.00308167 0.00201402
internal_count=3121 2695 2302 2017 758
is_linear=0
shrinkage=0.1


Tree=9272
num_leaves=6
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split_feature=52 12 1 3 2
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leaf_weight=0.00128046288735828 0.0011234841864692646 0.0012355621687080492 0.0012244780235194461 0.0010021423746711337 0.0015703772319778638
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internal_value=0 0.00132341 -0.00160352 0.00321194 -0.00270039
internal_weight=0 0.00631302 0.00507746 0.00385298 0.00285084
internal_count=3121 2620 2211 1900 1750
is_linear=0
shrinkage=0.1


Tree=9273
num_leaves=6
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split_feature=3 52 4 43 0
split_gain=7.94211e-06 1.73806e-05 2.56919e-05 4.23056e-05 1.8708e-05
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decision_type=2 2 2 2 2
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internal_weight=0 0.00630515 0.00501706 0.00223187 0.00278518
internal_count=3121 2929 2279 1502 777
is_linear=0
shrinkage=0.1


Tree=9274
num_leaves=6
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split_feature=403 42 12 3 16
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internal_value=0 -4.54406e-05 -0.000144099 2.32973e-05 -0.000117053
internal_weight=0 0.00702642 0.00542148 0.00376989 0.00275114
internal_count=3121 2745 1884 788 370
is_linear=0
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Tree=9275
num_leaves=7
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internal_weight=0 0.00702324 0.00602278 0.00473086 0.00346124 0.0021286
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Tree=9276
num_leaves=6
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split_feature=457 2 52 0 4
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decision_type=2 2 2 2 2
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leaf_weight=0.0011068857881159516 0.0010121914224255528 0.001822972334052376 0.0010018443993333728 0.0019612288706447648 0.0011814960529539327
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internal_value=0 -3.91818e-05 -0.000122358 -2.26011e-05 0.000102481
internal_weight=0 0.00707443 0.00525146 0.00424961 0.00314272
internal_count=3121 2854 2372 1900 1696
is_linear=0
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Tree=9277
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internal_weight=0 0.00254694 0.00490233 0.0036762 0.00227298
internal_count=3121 1353 1768 1091 733
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shrinkage=0.1


Tree=9278
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internal_weight=0 0.00699715 0.00496471 0.00299195 0.00203244
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Tree=9279
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leaf_weight=0.0014943585840384607 0.001034131283151208 0.0011327896926779024 0.0013297555158761345 0.0013606770402627047 0.0017604230289325095
leaf_count=653 267 489 397 746 569
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internal_weight=0 0.007078 0.00594521 0.00461546 0.0031211
internal_count=3121 2854 2365 1968 1315
is_linear=0
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Tree=9280
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split_feature=457 52 12 13 1
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decision_type=2 2 2 2 2
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leaf_weight=0.0014817130179485311 0.0010100239275787123 0.0011215689876413644 0.0013253299470561497 0.001360070265341495 0.0017319310573557308
leaf_count=653 267 489 397 746 569
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internal_weight=0 0.00702061 0.00589904 0.00457371 0.003092
internal_count=3121 2854 2365 1968 1315
is_linear=0
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Tree=9281
num_leaves=7
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split_feature=457 2 52 0 13 16
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decision_type=2 2 2 2 2 2
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leaf_weight=0.0010015126364063137 0.0010186794894411948 0.001830607391352726 0.0010073963380292416 0.0012212793529524468 0.0010460797648066426 0.0010197718360118702
leaf_count=192 267 482 472 607 376 725
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internal_weight=0 0.00712665 0.00529604 0.00428864 0.00226736 0.00202128
internal_count=3121 2854 2372 1900 983 917
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Tree=9282
num_leaves=6
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split_feature=4 16 48 13 1
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decision_type=2 2 2 2 2
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right_child=-2 2 -4 4 -6
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leaf_count=393 426 1069 320 648 265
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internal_weight=0 0.00583099 0.00450051 0.00348198 0.00210218
internal_count=3121 2695 2302 1982 913
is_linear=0
shrinkage=0.1


Tree=9283
num_leaves=6
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split_feature=51 47 15 16 0
split_gain=8.98834e-06 1.83463e-05 3.27531e-05 1.94191e-05 2.7443e-05
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decision_type=2 2 2 2 2
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leaf_weight=0.0010577020979820389 0.0011171564694911129 0.0017351538358737319 0.0011618015278507189 0.0010780361915678602 0.0013219458030514237
leaf_count=544 435 361 632 300 849
internal_value=0 0.00137975 0.00467281 8.42472e-05 0.00494881
internal_weight=0 0.00635464 0.00461949 0.00356178 0.00248375
internal_count=3121 2686 2325 1781 1481
is_linear=0
shrinkage=0.1


Tree=9284
num_leaves=6
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split_feature=457 2 52 15 13
split_gain=1.55253e-05 2.83587e-05 3.4019e-05 3.19292e-05 2.85112e-05
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decision_type=2 2 2 2 2
left_child=1 2 3 -1 -5
right_child=-2 -3 -4 4 -6
leaf_value=-0.00021924826104848024 0.00022225669058450665 0.00017400621114566629 -0.00036306640798052675 0.00038681747864405394 -7.4059047923790469e-05
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leaf_count=701 296 481 604 626 413
internal_value=0 -3.7604e-05 -0.000111895 -1.04525e-05 0.00015034
internal_weight=0 0.00693539 0.00513323 0.00365646 0.00206568
internal_count=3121 2825 2344 1740 1039
is_linear=0
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Tree=9285
num_leaves=7
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split_feature=13 3 1 151 16 2
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decision_type=2 2 2 2 2 2
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leaf_weight=0.0010381280000558496 0.0011320208479062006 0.0010291548275812431 0.0010122781474309218 0.0012488591929308407 0.0012951925402153888 0.0011412940024926016
leaf_count=169 441 100 258 486 928 739
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internal_weight=0 0.0068588 0.00582964 0.00481737 0.00368535 0.00243649
internal_count=3121 2952 2852 2594 2153 1667
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Tree=9286
num_leaves=6
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split_feature=3 13 3 4 43
split_gain=1.01734e-05 1.52434e-05 2.78512e-05 2.1777e-05 2.74037e-05
threshold=0.13524500000000003 -0.086919999999999983 0.097915000000000016 0.053180000000000012 -0.0082299999999999995
decision_type=2 2 2 2 2
left_child=1 -1 3 4 -3
right_child=-2 2 -4 -5 -6
leaf_value=-0.011403032609609717 0.0086811134170641548 0.0088472872791224965 -0.012828929377817464 0.015435598551534195 -0.011696951380802748
leaf_weight=0.0012744036137637303 0.0011279022326219921 0.001443030919253729 0.0011535960751551111 0.0012990312434569612 0.0011803692298337865
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internal_weight=0 0.00635043 0.00507603 0.00392243 0.0026234
internal_count=3121 2929 2399 2272 1862
is_linear=0
shrinkage=0.1


Tree=9287
num_leaves=5
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split_feature=42 43 13 15
split_gain=9.65649e-06 1.8404e-05 2.47609e-05 2.10842e-05
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decision_type=2 2 2 2
left_child=-1 -2 -3 -4
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leaf_value=-0.0080401396887057348 0.010285821102362605 0.0084229843697308723 0.00047692761995868761 -0.016572035072586259
leaf_weight=0.0012614033697352593 0.0017389026814112847 0.001540485444541417 0.0016027118722168007 0.0013250975156291066
leaf_count=862 1041 312 208 698
internal_value=0 0.00155728 -0.00183956 -0.00723926
internal_weight=0 0.0062072 0.00446829 0.00292781
internal_count=3121 2259 1218 906
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shrinkage=0.1


Tree=9288
num_leaves=6
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split_feature=457 2 0 4 43
split_gain=2.72658e-05 2.56735e-05 3.28e-05 2.79512e-05 4.27624e-05
threshold=0.045365000000000009 0.11293500000000002 -0.11756999999999999 0.053180000000000012 -0.0030899999999999994
decision_type=2 2 2 2 2
left_child=1 2 -1 4 -4
right_child=-2 -3 3 -5 -6
leaf_value=-0.00040764376524157027 0.00029647915921671993 0.0001518660143534017 7.4873194194822738e-05 0.0001976721523160932 -0.00042443018410575441
leaf_weight=0.0011764750305818684 0.0010008498335124351 0.0018022381177227043 0.0014586067415611967 0.0013247781471077209 0.0012036690331512668
leaf_count=245 289 481 1251 298 557
internal_value=0 -4.96249e-05 -0.000119952 -3.50613e-05 -0.000150872
internal_weight=0 0.00696577 0.00516353 0.00398705 0.00266228
internal_count=3121 2832 2351 2106 1808
is_linear=0
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Tree=9289
num_leaves=6
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split_feature=52 12 1 48 0
split_gain=1.49128e-05 2.44453e-05 3.11241e-05 6.02002e-05 2.55164e-05
threshold=0.11434500000000002 0.095110000000000014 0.11181500000000001 0.083985000000000018 -0.10011499999999998
decision_type=2 2 2 2 2
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leaf_value=0.00011960596258530955 -0.00020692717610921486 0.00024711301813655999 -0.00030092176944201602 0.00042250649089084057 -0.00026562963389634571
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internal_weight=0 0.00672515 0.005179 0.00391192 0.00273071
internal_count=3121 2620 2062 1768 1439
is_linear=0
shrinkage=0.00196078


Tree=9290
num_leaves=6
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split_feature=457 52 0 4 4
split_gain=2.46005e-05 2.7317e-05 4.10174e-05 4.41111e-05 7.53444e-05
threshold=0.045365000000000009 0.11434500000000002 -0.11756999999999999 0.09173000000000002 -0.082109999999999975
decision_type=2 2 2 2 2
left_child=1 2 -1 4 -4
right_child=-2 -3 3 -5 -6
leaf_value=-0.00023268915496658821 0.00028048230925606219 -0.00032994665105530707 0.00023925744374363127 0.00046683259990807773 -0.00040766003828465633
leaf_weight=0.0018889480877116276 0.0010018701440869101 0.0011114652741666085 0.0018409881314565548 0.001033039181433811 0.0011092081572934747
leaf_count=310 289 489 626 261 1146
internal_value=0 -4.80716e-05 5.28064e-06 0.000118132 -3.96913e-06
internal_weight=0 0.00698365 0.00587218 0.00398324 0.0029502
internal_count=3121 2832 2343 2033 1772
is_linear=0
shrinkage=0.00196078


Tree=9291
num_leaves=5
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split_feature=52 15 1 3
split_gain=8.19858e-06 1.98087e-05 4.48334e-05 3.18164e-05
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decision_type=2 2 2 2
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leaf_weight=0.0017573366986845039 0.0011353174486613375 0.0018429464375038485 0.0013816653899099834 0.0013707775285900347
leaf_count=882 501 1182 333 223
internal_value=0 0.00132846 -0.00432164 0.0068472
internal_weight=0 0.00635273 0.003139 0.00321372
internal_count=3121 2620 1215 1405
is_linear=0
shrinkage=0.1


Tree=9292
num_leaves=6
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split_feature=4 151 16 16 1
split_gain=8.52365e-06 1.63987e-05 3.76195e-05 2.50504e-05 4.34529e-05
threshold=0.24564500000000003 -0.0071249999999999985 -0.091354999999999978 -0.042349999999999992 0.083835000000000007
decision_type=2 2 2 2 2
left_child=1 -1 -3 -4 -5
right_child=-2 2 3 4 -6
leaf_value=0.009489412011484984 0.0062617842897004436 -0.020530186979003901 0.013864767413557178 0.0058193236217104856 -0.020312675911431988
leaf_weight=0.0010437838004608204 0.0016581113316924941 0.0011042975264431458 0.0010170636722641618 0.0015971049760985997 0.0010577396781950728
leaf_count=463 426 425 808 589 410
internal_value=0 -0.00186541 -0.00434687 0.000520138 -0.00459215
internal_weight=0 0.00581999 0.00477621 0.00367191 0.00265484
internal_count=3121 2695 2232 1807 999
is_linear=0
shrinkage=0.1


Tree=9293
num_leaves=6
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split_feature=1 47 1 43 0
split_gain=9.8521e-06 2.16783e-05 2.69701e-05 2.62587e-05 4.61132e-05
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decision_type=2 2 2 2 2
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leaf_weight=0.0012273618261416158 0.0010691990944378385 0.0010825843119453378 0.0012813384690132769 0.0011882723232678786 0.0016168952652404207
leaf_count=588 289 283 345 254 1362
internal_value=0 -0.00154326 0.00108439 -0.00293147 -0.00826918
internal_weight=0 0.00639645 0.00531387 0.00403253 0.00280517
internal_count=3121 2832 2549 2204 1616
is_linear=0
shrinkage=0.1


Tree=9294
num_leaves=6
num_cat=0
split_feature=457 2 52 15 13
split_gain=1.88049e-05 3.03472e-05 4.85161e-05 4.11305e-05 8.05541e-05
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decision_type=2 2 2 2 2
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internal_weight=0 0.0070488 0.00521816 0.0042145 0.00282217
internal_count=3121 2854 2372 1900 1270
is_linear=0
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Tree=9295
num_leaves=6
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internal_weight=0 0.00641701 0.00435319 0.00274555 0.00206383
internal_count=3121 2810 1299 470 1511
is_linear=0
shrinkage=0.1


Tree=9296
num_leaves=7
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split_feature=457 151 4 15 15 12
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decision_type=2 2 2 2 2 2
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leaf_weight=0.0010427760007144142 0.0010082381864338795 0.0010478797346556985 0.0012878497919021287 0.0010679004166268072 0.0016284364732156429 0.0010141133643609879
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internal_weight=0 0.00708896 0.00604618 0.00475833 0.00371045 0.00208201
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Tree=9297
num_leaves=7
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split_feature=457 1 4 0 1 16
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decision_type=2 2 2 2 2 2
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right_child=-2 -3 3 -5 -6 -7
leaf_value=0.00023071321740931436 0.00020239135459490585 0.00017775868631802569 0.000182111908900202 -0.00050679054034764403 -0.00029544101843743687 -7.4064793518474929e-05
leaf_weight=0.001081900657338855 0.001010723738399469 0.0015492510703597794 0.0010434828579563851 0.0011156073394182563 0.001019343453346416 0.0010235141430085175
leaf_count=541 296 382 221 1392 124 165
internal_value=0 -3.32659e-05 -9.51394e-05 -0.000212842 -5.38704e-05 8.25502e-05
internal_weight=0 0.0068331 0.00528385 0.00317843 0.00206283 0.00210541
internal_count=3121 2825 2443 1737 345 706
is_linear=0
shrinkage=0.00196078


Tree=9298
num_leaves=5
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split_feature=0 1 47 13
split_gain=8.18259e-06 2.33161e-05 2.36714e-05 1.83481e-05
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decision_type=2 2 2 2
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right_child=-2 2 -4 -5
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leaf_weight=0.0012693703237846134 0.0013660847141582439 0.0010198032356979196 0.0018589346621556138 0.0019582854204738737
leaf_count=1554 252 641 341 333
internal_value=0 -0.00162181 0.00154368 0.00707064
internal_weight=0 0.00610639 0.00483702 0.00297809
internal_count=3121 2869 1315 974
is_linear=0
shrinkage=0.1


Tree=9299
num_leaves=7
num_cat=0
split_feature=50 16 160 49 0 52
split_gain=2.91421e-05 3.13194e-05 4.12939e-05 2.53776e-05 3.34156e-05 2.47177e-05
threshold=1.0000000180025095e-35 -0.014034999999999997 -0.0094199999999999978 -0.043469999999999995 -0.10224499999999999 0.024145000000000003
decision_type=2 2 2 2 2 2
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right_child=-2 2 5 4 -6 -7
leaf_value=0.00014810614386937703 -0.00032292988474849843 0.00050489581914473826 -0.00014543669293702436 -0.00038134989112715743 7.2569707204817388e-05 0.00025803501159684191
leaf_weight=0.0011914041482972274 0.0010033379961053778 0.0010021907495743202 0.0013405193891853691 0.0015412143787211145 0.0010471703227100035 0.0010341030974984962
leaf_count=215 627 427 594 268 920 70
internal_value=0 3.38961e-05 0.000171131 -8.87073e-05 -0.00019771 3.02676e-05
internal_weight=0 0.0071566 0.00337681 0.00377979 0.00258838 0.00237462
internal_count=3121 2494 1091 1403 1188 664
is_linear=0
shrinkage=0.00196078


Tree=9300
num_leaves=5
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split_feature=51 52 2 3
split_gain=7.47281e-06 1.40919e-05 2.74492e-05 4.46569e-05
threshold=0.087505000000000013 -0.046924999999999988 0.10613000000000002 -0.059315
decision_type=2 2 2 2
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right_child=-2 2 -4 -5
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leaf_weight=0.0017093368267534969 0.0011143960705186804 0.0018208127598154478 0.0015175851191563065 0.0013158588489193706
leaf_count=797 435 1331 341 217
internal_value=0 0.00126368 -0.00158814 0.00375359
internal_weight=0 0.00636359 0.00465426 0.00313667
internal_count=3121 2686 1889 1548
is_linear=0
shrinkage=0.1


Tree=9301
num_leaves=6
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split_feature=2 13 42 12 3
split_gain=8.11095e-06 2.24115e-05 2.13852e-05 4.04862e-05 3.73656e-06
threshold=0.099185000000000009 -0.08971999999999998 0.08623500000000002 0.084100000000000022 0.095270000000000007
decision_type=2 2 2 2 2
left_child=2 -2 3 -1 -3
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leaf_value=0.0014160957990649846 0.014962386992427221 0.0018283483855414612 0.0080747361153251131 -0.022515698248867833 -0.0067470843612872401
leaf_weight=0.0019112806756779671 0.0011454727722081445 0.0010003505143891013 0.0012575750551574996 0.0011218005089758303 0.0010326122099073576
leaf_count=468 200 587 866 868 132
internal_value=0 0.00377572 -0.0028893 -0.0074352 -0.00252741
internal_weight=0 0.00317844 0.00429066 0.00303308 0.00203296
internal_count=3121 919 2202 1336 719
is_linear=0
shrinkage=0.1


Tree=9302
num_leaves=6
num_cat=0
split_feature=51 43 12 2 3
split_gain=1.24438e-05 1.94391e-05 2.77468e-05 2.80443e-05 2.79244e-05
threshold=-0.076794999999999988 -0.15323999999999996 0.092355000000000007 0.088225000000000012 0.0068900000000000012
decision_type=2 2 2 2 2
left_child=-1 -2 3 -3 -5
right_child=1 2 -4 4 -6
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leaf_weight=0.0012867983869281766 0.0010221327475992172 0.001160868798407716 0.0011946213512526657 0.0013618888576395973 0.0018298521877333548
leaf_count=537 223 954 630 530 247
internal_value=0 2.96945e-05 -1.60903e-05 5.65602e-05 0.00015148
internal_weight=0 0.00656936 0.00554723 0.00435261 0.00319174
internal_count=3121 2584 2361 1731 777
is_linear=0
shrinkage=0.00196078


Tree=9303
num_leaves=7
num_cat=0
split_feature=131 16 12 49 12 0
split_gain=1.5572e-05 3.03844e-05 3.77977e-05 4.34225e-05 3.69325e-05 3.6556e-05
threshold=1.0000000180025095e-35 0.0065250000000000004 0.089795000000000014 -0.006494999999999999 0.09141500000000001 -0.10224499999999999
decision_type=2 2 2 2 2 2
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right_child=-2 4 -4 5 -6 -7
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leaf_weight=0.0011241040949585513 0.0010003670217061658 0.0013430843071350358 0.0010060479078993802 0.0012450996413846112 0.0010794993431117519 0.0011278516190388267
leaf_count=336 531 356 642 227 283 746
internal_value=0 2.87628e-05 -6.64964e-05 2.98565e-05 0.000205831 0.000180238
internal_weight=0 0.00692569 0.0045031 0.00349706 0.00242258 0.00237295
internal_count=3121 2590 1951 1309 639 973
is_linear=0
shrinkage=0.00196078


Tree=9304
num_leaves=5
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split_feature=51 1 4 52
split_gain=7.50414e-06 1.52414e-05 3.41506e-05 2.18448e-05
threshold=-0.076794999999999988 0.10937500000000001 -0.0016099999999999997 0.090245000000000006
decision_type=2 2 2 2
left_child=-1 2 3 -2
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leaf_value=-0.0072242049500375258 0.013192076900907766 0.0096851677425425272 -0.01201439692382591 -0.004777803545527066
leaf_weight=0.00122130661425017 0.0015778706592092253 0.0016228441768626591 0.0018693629438223149 0.001184176914846203
leaf_count=537 1108 454 555 467
internal_value=0 0.00134562 -0.00157655 0.00548782
internal_weight=0 0.00625425 0.00463141 0.00276205
internal_count=3121 2584 2130 1575
is_linear=0
shrinkage=0.1


Tree=9305
num_leaves=6
num_cat=0
split_feature=457 1 4 16 4
split_gain=2.36379e-05 2.66114e-05 3.53865e-05 2.21887e-05 1.48363e-05
threshold=0.069910000000000014 0.111945 -0.0029599999999999995 -0.078844999999999985 0.19806500000000002
decision_type=2 2 2 2 2
left_child=1 2 3 -1 -3
right_child=-2 4 -4 -5 -6
leaf_value=0.00024618183657822298 0.00027521477751409328 -2.1615693364263315e-05 -0.00032366512840406006 -0.00010797517920212965 0.000309286924670846
leaf_weight=0.0010305103195916809 0.0010203429759796717 0.0010509995833433163 0.0019984472166440434 0.0020004371570859314 0.0010329049981633765
leaf_count=625 267 186 635 1139 269
internal_value=0 -4.39158e-05 -0.000121114 1.24368e-05 0.000142399
internal_weight=0 0.0071133 0.00502939 0.00303095 0.0020839
internal_count=3121 2854 2399 1764 455
is_linear=0
shrinkage=0.00196078


Tree=9306
num_leaves=7
num_cat=0
split_feature=457 2 52 0 16 13
split_gain=2.58275e-05 3.24158e-05 5.41251e-05 4.44138e-05 6.29246e-05 4.35219e-05
threshold=0.069910000000000014 0.11293500000000002 0.10160000000000001 -0.084269999999999984 -0.15241499999999997 -0.0034749999999999994
decision_type=2 2 2 2 2 2
left_child=1 2 3 4 -1 -5
right_child=-2 -3 -4 5 -6 -7
leaf_value=0.00011660804975332698 0.00028484654197265654 0.00017673725009991121 -0.00052846652964654267 0.0004133438926060057 -0.0005678363650337754 -0.00013131528746467561
leaf_weight=0.0010057016177920965 0.0010451764286667957 0.0018787652159792563 0.0010222044292034008 0.0012243121377649966 0.001061486552943807 0.0010459082842188621
leaf_count=156 267 482 472 607 761 376
internal_value=0 -4.48875e-05 -0.000122576 -2.69192e-05 -0.000234849 0.000162415
internal_weight=0 0.00723838 0.00535961 0.00433741 0.00206719 0.00227022
internal_count=3121 2854 2372 1900 917 983
is_linear=0
shrinkage=0.00196078


Tree=9307
num_leaves=7
num_cat=0
split_feature=457 15 0 4 4 43
split_gain=2.8013e-05 3.043e-05 5.2068e-05 5.09018e-05 5.6199e-05 2.75303e-05
threshold=0.069910000000000014 -0.15026499999999995 -0.11756999999999999 0.071150000000000005 -0.082109999999999975 -0.0043399999999999992
decision_type=2 2 2 2 2 2
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right_child=-2 2 3 -5 -6 -7
leaf_value=0.00024381758157898439 0.00029767391484367367 -0.0004356193447187415 0.00031406917465790228 0.00037836783949370719 -0.00043371321297918313 -0.0001224543646140323
leaf_weight=0.0011493035993321082 0.0010275233853070951 0.0013998935387275193 0.0010127272612136151 0.0010379850557899108 0.0013329677344313152 0.0012302174023500882
leaf_count=350 267 261 417 177 1388 261
internal_value=0 -4.85216e-05 -0.000104391 -3.89359e-06 -0.000114853 7.46434e-05
internal_weight=0 0.00716309 0.00601379 0.0046139 0.00357591 0.00224294
internal_count=3121 2854 2504 2243 2066 678
is_linear=0
shrinkage=0.00196078


Tree=9308
num_leaves=6
num_cat=0
split_feature=4 13 52 43 4
split_gain=7.42481e-06 1.78499e-05 2.32016e-05 2.05809e-05 1.8082e-05
threshold=0.24564500000000003 -0.13710499999999998 -0.088204999999999992 -0.086909999999999987 -0.0016099999999999997
decision_type=2 2 2 2 2
left_child=1 -1 -3 -4 -5
right_child=-2 2 3 4 -6
leaf_value=-0.013668265593316624 0.005836152489833513 -0.011280808004825742 -0.0073764399066372213 0.017010382902218221 0.00030589824968140856
leaf_weight=0.0010320612805592606 0.0016642100058716653 0.0011911267048218426 0.0010022017204204905 0.0014366519143099068 0.0011804537189876931
leaf_count=166 426 610 356 1184 379
internal_value=0 -0.00173504 0.000825195 0.00480932 0.00947577
internal_weight=0 0.0058425 0.00481043 0.00361931 0.00261711
internal_count=3121 2695 2529 1919 1563
is_linear=0
shrinkage=0.1


Tree=9309
num_leaves=7
num_cat=0
split_feature=50 16 2 52 0 12
split_gain=4.96662e-05 2.3096e-05 5.28179e-05 3.59396e-05 4.09248e-05 2.31037e-05
threshold=0.079410000000000008 -0.014034999999999997 0.10644500000000001 0.0046550000000000003 -0.11756999999999999 0.081420000000000006
decision_type=2 2 2 2 2 2
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right_child=-2 2 -4 -5 -6 -7
leaf_value=-0.00012472212107482724 -0.00041615962674648244 -0.00020603492065219523 0.00054084950492899796 -0.00037463889571694083 0.00035316651823641892 0.00017740772303120352
leaf_weight=0.0018553119683030065 0.0010203932172649262 0.001087241506824166 0.0010054237745910069 0.0010172589353687287 0.0010959195644494593 0.0013596592260325096
leaf_count=232 609 195 291 808 370 616
internal_value=0 4.52142e-05 0.000162496 -5.68128e-05 5.27385e-05 7.03107e-06
internal_weight=0 0.00742081 0.00345232 0.00396849 0.00295123 0.0024469
internal_count=3121 2512 1102 1410 602 811
is_linear=0
shrinkage=0.00196078


Tree=9310
num_leaves=7
num_cat=0
split_feature=457 1 4 0 4 4
split_gain=1.71728e-05 2.72102e-05 2.42795e-05 5.54829e-05 3.90868e-05 2.08173e-05
threshold=0.032140000000000009 0.12408500000000001 -0.082109999999999975 -0.10011499999999998 0.25615500000000008 -0.42529999999999996
decision_type=2 2 2 2 2 2
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leaf_count=177 296 271 238 1471 133 535
internal_value=0 -4.14172e-05 -9.42943e-05 -0.000190938 -1.87666e-05 7.11582e-05
internal_weight=0 0.00691704 0.00583781 0.00368521 0.00243712 0.0021526
internal_count=3121 2825 2554 1842 371 712
is_linear=0
shrinkage=0.00196078


Tree=9311
num_leaves=6
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split_feature=0 4 151 2 16
split_gain=8.01237e-06 2.3397e-05 2.27129e-05 4.92587e-05 4.59855e-05
threshold=-0.060129999999999996 -0.35136499999999998 -0.0083949999999999979 0.088225000000000012 -0.083134999999999987
decision_type=2 2 2 2 2
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leaf_count=487 227 346 1120 368 573
internal_value=0 0.00453419 -0.00237992 0.00152063 0.0105677
internal_weight=0 0.00252066 0.00500205 0.00374668 0.00230912
internal_count=3121 573 2548 2061 941
is_linear=0
shrinkage=0.1


Tree=9312
num_leaves=6
num_cat=0
split_feature=15 3 0 15 4
split_gain=7.98797e-06 2.2539e-05 3.59796e-05 3.95264e-05 3.12448e-05
threshold=-0.11713499999999999 -0.091054999999999983 -0.083914999999999976 -0.0088349999999999974 -0.083439999999999986
decision_type=2 2 2 2 2
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leaf_count=484 526 578 232 420 881
internal_value=0 0.00148479 -0.0019708 0.00592025 -0.0118143
internal_weight=0 0.0061384 0.00463201 0.00257099 0.00206103
internal_count=3121 2637 2111 998 1113
is_linear=0
shrinkage=0.1


Tree=9313
num_leaves=6
num_cat=0
split_feature=50 4 16 2 0
split_gain=3.53915e-05 3.92459e-05 2.65881e-05 6.32131e-05 5.04601e-05
threshold=1.0000000180025095e-35 0.36766000000000004 -0.014034999999999997 0.092365000000000017 -0.053834999999999994
decision_type=2 2 2 2 2
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leaf_count=760 627 303 737 396 298
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internal_weight=0 0.00724541 0.00620475 0.00304589 0.00315886
internal_count=3121 2494 2191 1156 1035
is_linear=0
shrinkage=0.00196078


Tree=9314
num_leaves=6
num_cat=0
split_feature=16 43 4 15 16
split_gain=8.6842e-06 3.27647e-05 2.86048e-05 3.13132e-05 2.75897e-05
threshold=0.38525000000000004 0.054355000000000007 -0.084369999999999987 -0.0040799999999999994 -0.095964999999999981
decision_type=2 2 2 2 2
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leaf_count=485 311 399 442 690 794
internal_value=0 -0.00143146 0.00172888 0.0052321 -0.000302659
internal_weight=0 0.00644836 0.00538905 0.00437703 0.00306472
internal_count=3121 2810 2411 1926 1236
is_linear=0
shrinkage=0.1


Tree=9315
num_leaves=6
num_cat=0
split_feature=3 13 3 52 1
split_gain=8.61468e-06 2.00567e-05 2.23728e-05 3.00818e-05 4.11421e-05
threshold=0.13524500000000003 -0.086919999999999983 0.076840000000000006 0.08976000000000002 0.092390000000000014
decision_type=2 2 2 2 2
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internal_value=0 -0.00147347 0.0013416 0.00642929 -0.0002052
internal_weight=0 0.00636905 0.00508854 0.0032029 0.00218084
internal_count=3121 2929 2399 2168 1639
is_linear=0
shrinkage=0.1


Tree=9316
num_leaves=6
num_cat=0
split_feature=52 15 2 12 4
split_gain=8.76619e-06 2.6746e-05 3.51531e-05 3.77976e-05 2.67395e-05
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decision_type=2 2 2 2 2
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internal_weight=0 0.00524315 0.00412977 0.00302624 0.002242
internal_count=3121 2195 1821 1565 926
is_linear=0
shrinkage=0.1


Tree=9317
num_leaves=7
num_cat=0
split_feature=457 15 16 2 2 1
split_gain=1.73974e-05 2.73636e-05 2.6866e-05 2.85069e-05 3.07593e-05 2.91911e-05
threshold=0.032140000000000009 0.088655000000000025 -0.43320999999999993 0.11293500000000002 0.095195000000000016 0.086560000000000012
decision_type=2 2 2 2 2 2
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leaf_value=-0.00027921520254606746 0.00023704386308037121 -0.00033627816607152109 0.00035342688409065431 0.00036771612210913148 -0.00027087536810104049 -5.7752579954953309e-05
leaf_weight=0.0010003456167051701 0.0010203521326723666 0.0010053436889880226 0.0011232110263094575 0.001005650585898524 0.0011557335454780954 0.0016230086038484912
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internal_weight=0 0.00691329 0.00590795 0.0049076 0.00390195 0.00274622
internal_count=3121 2825 2163 1911 1616 1265
is_linear=0
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Tree=9318
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internal_weight=0 0.00720522 0.0061642 0.0051446 0.00328058
internal_count=3121 2494 2191 1818 1187
is_linear=0
shrinkage=0.00196078


Tree=9319
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split_feature=457 15 16 2 3 2
split_gain=2.16304e-05 2.92962e-05 2.10616e-05 2.51414e-05 3.05898e-05 3.13156e-05
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decision_type=2 2 2 2 2 2
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internal_weight=0 0.00694843 0.00592389 0.00492083 0.00390049 0.00284209
internal_count=3121 2832 2170 1918 1609 1504
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Tree=9320
num_leaves=7
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split_feature=4 151 43 12 2 43
split_gain=2.51059e-05 2.22404e-05 2.82538e-05 4.88753e-05 4.79502e-05 5.31311e-05
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decision_type=2 2 2 2 2 2
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leaf_count=455 328 514 780 307 493 244
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internal_weight=0 0.00688264 0.00585645 0.00210304 0.00375341 0.00267426
internal_count=3121 2793 2338 821 1517 737
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Tree=9321
num_leaves=7
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split_feature=457 15 151 2 4 15
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decision_type=2 2 2 2 2 2
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leaf_weight=0.0010039046473577541 0.0010215450504069403 0.0010321848485259954 0.0012795333060409871 0.0016794781680805576 0.0010282298937370291 0.0011018045549568652
leaf_count=343 267 662 435 448 609 357
internal_value=0 -5.02856e-05 -3.68826e-07 6.41304e-05 -6.61482e-05 9.27941e-05
internal_weight=0 0.00712514 0.00609295 0.00508905 0.00340957 0.00213003
internal_count=3121 2854 2192 1849 1401 966
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Tree=9322
num_leaves=7
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split_feature=15 42 133 15 2 4
split_gain=8.73159e-06 2.53359e-05 2.34205e-05 3.48645e-05 2.06765e-05 4.67491e-05
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decision_type=2 2 2 2 2 2
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leaf_weight=0.00105800369663182 0.0012227366475545355 0.0010010803720248854 0.0011646721647438473 0.0010011186035815511 0.0010497510202150478 0.0010268870832690581
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internal_weight=0 0.00646625 0.00546517 0.00430049 0.00329937 0.00224962
internal_count=3121 2758 2214 1558 858 547
is_linear=0
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Tree=9323
num_leaves=5
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split_feature=42 43 16 1
split_gain=9.77287e-06 1.56431e-05 2.20744e-05 1.72319e-05
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decision_type=2 2 2 2
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leaf_weight=0.0012668808586050904 0.0017592640583597718 0.0019214593535734049 0.0010276395452564497 0.0015338264152292553
leaf_count=862 1041 707 218 293
internal_value=0 0.00158674 -0.00154927 0.00227758
internal_weight=0 0.00624219 0.00448293 0.00345529
internal_count=3121 2259 1218 1000
is_linear=0
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Tree=9324
num_leaves=6
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split_feature=52 0 1 0 4
split_gain=8.90641e-06 1.97856e-05 3.80877e-05 3.82304e-05 6.21088e-05
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decision_type=2 2 2 2 2
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leaf_weight=0.0010275440204356033 0.0011394657349549954 0.0014633341235631668 0.0015577851727740909 0.0012585153961080218 0.0010562769910386193
leaf_count=121 501 307 325 1330 537
internal_value=0 0.00142322 -0.00162395 0.00439496 -0.00273067
internal_weight=0 0.00636346 0.00490012 0.00334234 0.00231479
internal_count=3121 2620 2313 1988 1867
is_linear=0
shrinkage=0.1


Tree=9325
num_leaves=6
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split_feature=457 2 52 15 13
split_gain=1.60474e-05 2.64815e-05 4.13593e-05 3.41103e-05 8.35332e-05
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decision_type=2 2 2 2 2
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leaf_weight=0.0013458038915348863 0.0010045880733700356 0.0018112033280930284 0.0014836727410620278 0.0012849470807942795 0.0010661549731185616
leaf_count=609 289 481 604 763 375
internal_value=0 -3.51778e-05 -0.000106529 4.45921e-06 0.000146957
internal_weight=0 0.00699178 0.00518058 0.00369691 0.0023511
internal_count=3121 2832 2351 1747 1138
is_linear=0
shrinkage=0.00196078


Tree=9326
num_leaves=6
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split_feature=42 0 12 16 0
split_gain=7.79917e-06 1.50264e-05 3.18312e-05 2.77534e-05 7.26408e-05
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decision_type=2 2 2 2 2
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leaf_count=862 109 484 662 538 466
internal_value=0 0.00142077 -0.00185769 0.00343724 0.01008
internal_weight=0 0.00623113 0.00431008 0.0031241 0.00208731
internal_count=3121 2259 1775 1113 575
is_linear=0
shrinkage=0.1


Tree=9327
num_leaves=6
num_cat=0
split_feature=457 2 52 0 4
split_gain=2.61197e-05 3.02497e-05 5.75577e-05 3.17217e-05 4.11833e-05
threshold=0.069910000000000014 0.11293500000000002 0.10160000000000001 -0.11756999999999999 0.053180000000000012
decision_type=2 2 2 2 2
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leaf_count=204 267 482 472 1452 244
internal_value=0 -4.72748e-05 -0.000123774 -2.27091e-05 7.97224e-05
internal_weight=0 0.00701965 0.00518737 0.00418528 0.00307728
internal_count=3121 2854 2372 1900 1696
is_linear=0
shrinkage=0.00196078


Tree=9328
num_leaves=6
num_cat=0
split_feature=457 2 0 4 43
split_gain=2.70258e-05 2.30455e-05 3.59497e-05 2.99008e-05 4.48375e-05
threshold=0.069910000000000014 0.11293500000000002 -0.11756999999999999 0.053180000000000012 -0.0030899999999999994
decision_type=2 2 2 2 2
left_child=1 2 -1 4 -4
right_child=-2 -3 3 -5 -6
leaf_value=-0.00041361291456165172 0.00029720753476415236 0.0001436935507026734 8.3921406736698858e-05 0.00021304246810840703 -0.0004294103865350612
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leaf_count=249 267 482 1268 298 557
internal_value=0 -4.58213e-05 -0.00011257 -2.39338e-05 -0.000145162
internal_weight=0 0.0070042 0.00517982 0.00400162 0.00264734
internal_count=3121 2854 2372 2123 1825
is_linear=0
shrinkage=0.00196078


Tree=9329
num_leaves=6
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split_feature=403 42 12 3 49
split_gain=2.18132e-05 4.71731e-05 8.93536e-05 3.51203e-05 1.6361e-05
threshold=0.03138500000000001 0.088060000000000013 0.084100000000000022 0.076840000000000006 -0.014169999999999999
decision_type=2 2 2 2 2
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leaf_weight=0.0010020000607258023 0.0010160472316347088 0.0016375959033107989 0.0016585924453333652 0.0010346657878897506 0.0017080129768423675
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internal_value=0 -3.71157e-05 -0.000125472 4.23386e-05 -7.24366e-05
internal_weight=0 0.00704087 0.00540327 0.00374468 0.00274268
internal_count=3121 2745 1884 788 370
is_linear=0
shrinkage=0.00196078


Tree=9330
num_leaves=7
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split_feature=457 1 15 15 16 0
split_gain=3.22159e-05 3.9006e-05 3.86793e-05 4.45889e-05 3.20163e-05 1.60014e-05
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decision_type=2 2 2 2 2 2
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leaf_weight=0.0015107123062987559 0.0010573713976996168 0.0010943257459472945 0.0015683869682660348 0.0010613206715502726 0.0010212181398777821 0.0010334923979830818
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internal_count=3121 2854 2399 1274 596 455
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Tree=9331
num_leaves=7
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split_feature=50 160 43 16 48 1
split_gain=4.00986e-05 4.11946e-05 3.04651e-05 3.61151e-05 4.93674e-05 1.28791e-05
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decision_type=2 2 2 2 2 2
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internal_count=3121 2494 1871 1698 1328 1029
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Tree=9332
num_leaves=7
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split_feature=50 457 4 16 4 52
split_gain=3.16097e-05 2.73101e-05 3.19517e-05 4.46242e-05 2.70574e-05 3.37521e-05
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decision_type=2 2 2 2 2 2
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internal_weight=0 0.00730436 0.00627649 0.00526613 0.00347659 0.00237124
internal_count=3121 2494 2242 1964 1396 1210
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Tree=9333
num_leaves=6
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split_feature=52 4 15 13 2
split_gain=7.99612e-06 2.82077e-05 2.49986e-05 3.41305e-05 1.32504e-05
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decision_type=2 2 2 2 2
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internal_count=3121 953 2168 1801 686
is_linear=0
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Tree=9334
num_leaves=6
num_cat=0
split_feature=457 2 52 13 3
split_gain=2.13406e-05 2.33106e-05 4.86457e-05 3.62717e-05 3.11366e-05
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internal_weight=0 0.00703403 0.0052037 0.00419788 0.0030663
internal_count=3121 2854 2372 1900 1356
is_linear=0
shrinkage=0.00196078


Tree=9335
num_leaves=6
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split_feature=50 15 16 0 0
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decision_type=2 2 2 2 2
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internal_count=3121 2494 2040 965 1075
is_linear=0
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Tree=9336
num_leaves=6
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split_feature=50 15 16 0 0
split_gain=3.34304e-05 3.93013e-05 3.87153e-05 7.74527e-05 6.3007e-05
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decision_type=2 2 2 2 2
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internal_count=3121 2494 2040 1075 965
is_linear=0
shrinkage=0.00196078


Tree=9337
num_leaves=6
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split_feature=457 2 52 13 4
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internal_count=3121 2832 2351 1879 1344
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Tree=9338
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internal_count=3121 2758 2222 1560 1263 690
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Tree=9339
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internal_weight=0 0.0070869 0.00547766 0.00296298 0.00251468
internal_count=3121 2854 2472 1448 1024
is_linear=0
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Tree=9340
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split_feature=457 2 52 13 3
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decision_type=2 2 2 2 2
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internal_weight=0 0.00702756 0.00521331 0.0042128 0.00308978
internal_count=3121 2854 2372 1900 1356
is_linear=0
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Tree=9341
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split_feature=457 2 52 13 3
split_gain=2.61449e-05 2.78027e-05 4.58811e-05 3.62916e-05 2.80018e-05
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decision_type=2 2 2 2 2
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internal_weight=0 0.00711623 0.00525909 0.00424639 0.00310856
internal_count=3121 2854 2372 1900 1356
is_linear=0
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Tree=9342
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split_feature=457 2 52 15 13
split_gain=2.57434e-05 3.45567e-05 4.64698e-05 3.94438e-05 7.95398e-05
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decision_type=2 2 2 2 2
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leaf_count=630 267 482 472 863 407
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internal_weight=0 0.00717223 0.00531679 0.00429683 0.00287707
internal_count=3121 2854 2372 1900 1270
is_linear=0
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Tree=9343
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split_feature=457 1 4 0 1 4
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decision_type=2 2 2 2 2 2
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internal_count=3121 2854 2472 1766 351 706
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Tree=9344
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split_feature=50 16 160 43 49 0
split_gain=2.8307e-05 2.6794e-05 5.47318e-05 4.71058e-05 3.6961e-05 3.3924e-05
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decision_type=2 2 2 2 2 2
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internal_count=3121 2512 1102 730 1410 1213
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Tree=9345
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split_feature=50 457 15 16 0
split_gain=3.88352e-05 2.64423e-05 3.41948e-05 5.97998e-05 2.85531e-05
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decision_type=2 2 2 2 2
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internal_weight=0 0.00748717 0.00643251 0.0054197 0.00343369
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is_linear=0
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Tree=9346
num_leaves=6
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split_feature=457 2 52 13 3
split_gain=2.33808e-05 2.58315e-05 4.84147e-05 3.65596e-05 2.69771e-05
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decision_type=2 2 2 2 2
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internal_weight=0 0.00703427 0.0052074 0.0042022 0.00307604
internal_count=3121 2854 2372 1900 1356
is_linear=0
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Tree=9347
num_leaves=6
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split_feature=13 3 1 13 0
split_gain=9.53605e-06 2.07793e-05 2.57732e-05 1.53557e-05 2.58203e-05
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decision_type=2 2 2 2 2
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leaf_weight=0.0010058888913724922 0.0016495192154437764 0.0010326764425868046 0.0010045806089550129 0.0011982728088124886 0.0017710508082557151
leaf_count=169 1452 111 266 219 904
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internal_weight=0 0.0066561 0.00562342 0.00461884 0.00296932
internal_count=3121 2952 2841 2575 1123
is_linear=0
shrinkage=0.1


Tree=9348
num_leaves=5
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split_feature=42 49 42 4
split_gain=9.49187e-06 1.85119e-05 2.30186e-05 2.54938e-05
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leaf_count=846 362 746 811 356
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internal_weight=0 0.0063635 0.0049303 0.00371074
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Tree=9349
num_leaves=7
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split_feature=131 150 52 15 3 43
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decision_type=2 2 2 2 2 2
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Tree=9350
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split_feature=4 151 47 1 12
split_gain=1.04671e-05 1.81511e-05 2.64085e-05 3.47917e-05 3.54784e-05
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decision_type=2 2 2 2 2
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internal_weight=0 0.0065078 0.00549999 0.00437952 0.00313913
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Tree=9351
num_leaves=6
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split_feature=457 2 52 13 3
split_gain=2.65746e-05 3.11291e-05 5.72948e-05 3.80365e-05 3.01659e-05
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internal_weight=0 0.0070828 0.00524066 0.00422445 0.00311052
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is_linear=0
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Tree=9352
num_leaves=6
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split_feature=12 15 12 3 2
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Tree=9353
num_leaves=6
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split_feature=4 151 47 1 12
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Tree=9354
num_leaves=6
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Tree=9355
num_leaves=7
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Tree=9356
num_leaves=7
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Tree=9357
num_leaves=6
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decision_type=2 2 2 2 2
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is_linear=0
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Tree=9358
num_leaves=6
num_cat=0
split_feature=457 15 2 52 2
split_gain=2.33058e-05 2.48721e-05 2.87509e-05 2.85941e-05 2.87985e-05
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leaf_weight=0.0010048125977043677 0.0010074961565272973 0.0017963048942790383 0.0017869315465735411 0.0012782933169356026 0.001237919615174575
leaf_count=429 267 1167 465 495 298
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internal_weight=0 0.00710426 0.00530796 0.00352103 0.00251621
internal_count=3121 2854 1687 1222 793
is_linear=0
shrinkage=0.00196078


Tree=9359
num_leaves=6
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split_feature=457 2 52 13 3
split_gain=1.89965e-05 2.87773e-05 4.5079e-05 3.46189e-05 3.16639e-05
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decision_type=2 2 2 2 2
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leaf_weight=0.0011305986833694223 0.0010067340682616936 0.0018437622155750054 0.0010241965141456208 0.0013060434807658592 0.0018067082988317876
leaf_count=544 267 482 472 990 366
internal_value=0 -3.93998e-05 -0.000113195 -2.40802e-05 -0.000130817
internal_weight=0 0.00711131 0.00526755 0.00424335 0.00311275
internal_count=3121 2854 2372 1900 1356
is_linear=0
shrinkage=0.00196078


Tree=9360
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split_feature=15 16 2 0 15 16
split_gain=8.03153e-06 2.99643e-05 4.07059e-05 3.0724e-05 3.86636e-05 2.01719e-05
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decision_type=2 2 2 2 2 2
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leaf_weight=0.0010799977678491073 0.0010075534866072038 0.0012451377451226128 0.0010971848077654354 0.0010302191970451196 0.0010433715924003408 0.001172999911818565
leaf_count=363 216 197 370 666 1032 277
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internal_weight=0 0.00659647 0.00558891 0.00449173 0.00324659 0.00221637
internal_count=3121 2758 2542 2172 1975 1309
is_linear=0
shrinkage=0.1


Tree=9361
num_leaves=6
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split_feature=157 0 16 1 0
split_gain=8.54283e-06 2.286e-05 3.19375e-05 1.65741e-05 5.45972e-05
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decision_type=2 2 2 2 2
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leaf_value=-0.008672639758514995 -0.0077417025099028453 0.011364375866647866 -0.015017304615360548 -0.0067972602657457946 0.022526760857675882
leaf_weight=0.0010033897666040454 0.0010519231011371141 0.0016669450782095417 0.0013929768545756682 0.0013319948630302616 0.0012132491543202257
leaf_count=571 920 257 819 142 412
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internal_weight=0 0.00665709 0.00499014 0.00359717 0.00254524
internal_count=3121 2550 2293 1474 554
is_linear=0
shrinkage=0.1


Tree=9362
num_leaves=6
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split_feature=16 4 2 2 12
split_gain=9.15487e-06 1.72613e-05 2.95464e-05 2.49222e-05 3.09834e-05
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decision_type=2 2 2 2 2
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leaf_weight=0.0012104004897337478 0.0013364693582760452 0.0018007637350349465 0.0011222464182349861 0.0010050899017426873 0.0011727304040123965
leaf_count=274 647 446 347 388 1019
internal_value=0 -0.00156367 0.00166346 -0.00284762 0.00248215
internal_weight=0 0.0064373 0.00463654 0.00351429 0.0025092
internal_count=3121 2847 2401 2054 1666
is_linear=0
shrinkage=0.1


Tree=9363
num_leaves=6
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split_feature=51 160 43 16 2
split_gain=9.08798e-06 1.8308e-05 3.17445e-05 3.53383e-05 6.59304e-05
threshold=0.087505000000000013 -0.027994999999999996 -0.15323999999999996 -0.083134999999999987 0.092365000000000017
decision_type=2 2 2 2 2
left_child=1 -1 -3 4 -4
right_child=-2 2 3 -5 -6
leaf_value=0.012406926764912916 -0.008328111538211792 0.014395589389859745 0.020492698508526141 -0.014964797849943735 -0.013423639133700167
leaf_weight=0.0012229863651789024 0.0011316129112545403 0.0010497203740722095 0.0011355070808736526 0.001939949001775691 0.0011572976939918528
leaf_count=691 435 178 472 1088 257
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internal_weight=0 0.00650546 0.00528247 0.00423275 0.0022928
internal_count=3121 2686 1995 1817 729
is_linear=0
shrinkage=0.1


Tree=9364
num_leaves=6
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split_feature=4 16 0 2 0
split_gain=8.83591e-06 1.18712e-05 3.90666e-05 3.30999e-05 1.53598e-05
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decision_type=2 2 2 2 2
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leaf_value=-0.0066643025551080953 0.0080249058670526681 0.017239248979970027 -0.005946858749821874 -0.018575627628180127 0.010169695903872095
leaf_weight=0.0010646786328007037 0.001150281394460319 0.0011859742816746918 0.0018764778654202865 0.0012403233207248184 0.0011041004240657298
leaf_count=171 328 812 341 507 962
internal_value=0 -0.0014866 0.00303226 -0.00554596 0.00190569
internal_weight=0 0.00647155 0.00306245 0.0034091 0.00216878
internal_count=3121 2793 1153 1640 1133
is_linear=0
shrinkage=0.1


Tree=9365
num_leaves=6
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split_feature=50 160 43 16 15
split_gain=3.93461e-05 2.89272e-05 3.37126e-05 4.78406e-05 4.72737e-05
threshold=0.079410000000000008 -0.027994999999999996 -0.15323999999999996 0.15891500000000003 -0.082809999999999981
decision_type=2 2 2 2 2
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leaf_weight=0.0014338371044529856 0.0010030910643296581 0.0011113294156349608 0.0018511408657809355 0.0011522732338495388 0.0019661696803529218
leaf_count=625 609 176 482 375 854
internal_value=0 3.7106e-05 -2.19674e-05 -9.10077e-05 1.46903e-05
internal_weight=0 0.00751475 0.00608091 0.00496958 0.00381731
internal_count=3121 2512 1887 1711 1336
is_linear=0
shrinkage=0.00196078


Tree=9366
num_leaves=6
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split_feature=2 43 43 4 4
split_gain=8.30562e-06 2.96836e-05 2.52547e-05 6.61129e-05 2.43556e-05
threshold=0.088225000000000012 -0.074359999999999996 0.016310000000000002 -0.064804999999999988 0.052250000000000012
decision_type=2 2 2 2 2
left_child=1 -1 3 -2 -5
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leaf_value=0.0060299888307189884 -0.021744991715859561 -0.014986841739177451 0.015082539976509664 0.018995628536986185 -0.00073184130259430086
leaf_weight=0.0013377247070350293 0.0011393984273807981 0.0013504181898059031 0.0011884576156519634 0.0010399287520692715 0.0015716512639444935
leaf_count=628 394 887 298 494 420
internal_value=0 -0.00452805 0.00237935 -0.00164552 0.00712362
internal_weight=0 0.00268814 0.00493944 0.00375098 0.00261158
internal_count=3121 1515 1606 1308 914
is_linear=0
shrinkage=0.1


Tree=9367
num_leaves=6
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split_feature=1 47 4 1 52
split_gain=8.62037e-06 2.3492e-05 2.64107e-05 3.4206e-05 2.54675e-05
threshold=0.12408500000000001 0.090280000000000013 -0.033174999999999989 0.093575000000000019 0.077655000000000016
decision_type=2 2 2 2 2
left_child=1 2 4 -4 -1
right_child=-2 -3 3 -5 -6
leaf_value=-0.016249660870017883 0.0081567776912531541 -0.014694829804631821 -0.0023466758001104886 0.019841202323218388 0.0034929068807984347
leaf_weight=0.001249321639440688 0.0010957277164267516 0.0011080547742731393 0.0014817177332615411 0.0013083284096932454 0.0013698253951289414
leaf_count=689 289 283 869 308 683
internal_value=0 -0.00142965 0.00128768 0.00805782 -0.00592421
internal_weight=0 0.00651725 0.00540919 0.00279005 0.00261915
internal_count=3121 2832 2549 1177 1372
is_linear=0
shrinkage=0.1


Tree=9368
num_leaves=7
num_cat=0
split_feature=16 12 4 4 52 43
split_gain=1.47912e-05 2.38757e-05 2.67665e-05 2.3285e-05 3.52829e-05 2.55423e-05
threshold=-0.48836499999999994 0.10388500000000002 0.098655000000000007 0.0061450000000000003 -0.0064899999999999992 -0.0037449999999999996
decision_type=2 2 2 2 2 2
left_child=-1 2 3 4 -2 -6
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leaf_weight=0.0012755751862677574 0.0014335256280138004 0.0010095281752266838 0.0010018558394675487 0.00132467791854684 0.0010265439741907242 0.0010304101010620136
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internal_value=0 -3.89028e-05 9.40486e-06 7.00747e-05 -1.39245e-05 0.000150649
internal_weight=0 0.00682654 0.00581701 0.00481516 0.00349048 0.00205695
internal_count=3121 2847 2523 2301 2039 1161
is_linear=0
shrinkage=0.00196078


Tree=9369
num_leaves=7
num_cat=0
split_feature=484 1 2 48 15 43
split_gain=3.15614e-05 2.42626e-05 3.76589e-05 4.20781e-05 3.70461e-05 2.72605e-05
threshold=0.049355000000000003 0.12408500000000001 0.11389000000000002 0.088965000000000002 0.088235000000000022 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2
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right_child=-2 -3 -4 -5 -6 -7
leaf_value=-0.00045028502036537462 0.00032352092668754792 0.00021312312853035583 -0.00041732544259451591 0.00033305615741545164 0.00020970306875806087 -7.1488372327836724e-05
leaf_weight=0.0012048523420895908 0.0010015650348973882 0.0011598026834779727 0.0011433902999762671 0.0010179769154112523 0.0010272689690189385 0.0018550357512590889
leaf_count=935 431 242 291 271 568 383
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internal_weight=0 0.00740833 0.00624852 0.00510513 0.00408716 0.00305989
internal_count=3121 2690 2448 2157 1886 1318
is_linear=0
shrinkage=0.00196078


Tree=9370
num_leaves=7
num_cat=0
split_feature=457 15 151 16 15 1
split_gain=1.7947e-05 2.24542e-05 3.5123e-05 3.59446e-05 3.94538e-05 3.50594e-05
threshold=0.069910000000000014 0.088655000000000025 -0.0017399999999999998 -0.056919999999999991 -0.016799999999999995 0.099660000000000012
decision_type=2 2 2 2 2 2
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internal_value=0 -4.50112e-05 1.33391e-07 6.65157e-05 -7.97767e-05 0.000252175
internal_weight=0 0.00712777 0.00610113 0.0050881 0.00284575 0.00224235
internal_count=3121 2854 2192 1849 841 1008
is_linear=0
shrinkage=0.00196078


Tree=9371
num_leaves=6
num_cat=0
split_feature=403 42 12 3 16
split_gain=2.95502e-05 5.907e-05 0.000113102 5.35414e-05 1.84509e-05
threshold=0.03138500000000001 0.088060000000000013 0.084100000000000022 0.076840000000000006 -0.062804999999999986
decision_type=2 2 2 2 2
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leaf_value=0.00041380754845609389 0.00029980990057166537 0.00026942209451074689 -0.00056969572121310253 3.3585212786215248e-05 -0.00028460765772777218
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leaf_count=418 376 861 1096 195 175
internal_value=0 -5.41961e-05 -0.000150534 3.42754e-05 -0.000104948
internal_weight=0 0.00728442 0.00561336 0.00389572 0.00285019
internal_count=3121 2745 1884 788 370
is_linear=0
shrinkage=0.00196078


Tree=9372
num_leaves=6
num_cat=0
split_feature=12 52 4 15 1
split_gain=8.53571e-06 1.72076e-05 2.01537e-05 3.67818e-05 2.70049e-05
threshold=0.10388500000000002 0.070205000000000017 -0.04890499999999999 -0.070929999999999979 0.10612500000000001
decision_type=2 2 2 2 2
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right_child=-2 -3 3 -5 -6
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leaf_count=611 349 934 480 474 273
internal_value=0 0.00124965 -0.00196391 0.00185949 -0.00626109
internal_weight=0 0.00662222 0.00473887 0.00352665 0.00216058
internal_count=3121 2772 1838 1227 753
is_linear=0
shrinkage=0.1


Tree=9373
num_leaves=7
num_cat=0
split_feature=50 160 4 2 3 1
split_gain=1.90561e-05 2.87885e-05 3.01668e-05 4.20187e-05 3.53075e-05 3.81805e-05
threshold=1.0000000180025095e-35 -0.081639999999999976 0.0052350000000000009 0.091545000000000015 -0.074084999999999998 0.10871500000000002
decision_type=2 2 2 2 2 2
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internal_value=0 2.71307e-05 -2.32289e-05 -0.000174409 0.000100304 -4.02957e-05
internal_weight=0 0.00724059 0.00621027 0.00279264 0.00341763 0.00228192
internal_count=3121 2494 2055 1382 673 402
is_linear=0
shrinkage=0.00196078


Tree=9374
num_leaves=7
num_cat=0
split_feature=50 16 160 52 4 43
split_gain=5.08182e-05 3.40979e-05 6.36844e-05 4.09725e-05 3.69733e-05 3.49516e-05
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decision_type=2 2 2 2 2 2
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internal_weight=0 0.00745803 0.00349277 0.00396526 0.00295911 0.00247216
internal_count=3121 2512 1102 1410 602 730
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shrinkage=0.00196078


Tree=9375
num_leaves=7
num_cat=0
split_feature=484 160 42 16 4 4
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decision_type=2 2 2 2 2 2
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internal_weight=0 0.00758878 0.0065727 0.00482185 0.0037505 0.00262437
internal_count=3121 2715 2109 1476 1244 711
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Tree=9376
num_leaves=7
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decision_type=2 2 2 2 2 2
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internal_count=3121 2596 1956 1325 989 640
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Tree=9377
num_leaves=6
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split_feature=457 15 2 52 2
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decision_type=2 2 2 2 2
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internal_weight=0 0.00720173 0.00537658 0.00356809 0.00256552
internal_count=3121 2854 1687 1222 805
is_linear=0
shrinkage=0.00196078


Tree=9378
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split_feature=50 15 16 160 43 16
split_gain=3.23591e-05 3.68098e-05 4.41477e-05 4.41362e-05 2.71341e-05 5.69823e-05
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decision_type=2 2 2 2 2 2
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leaf_count=367 609 207 451 517 562 408
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internal_weight=0 0.0074911 0.0064673 0.00536854 0.00431168 0.00270906
internal_count=3121 2512 2145 1938 1487 970
is_linear=0
shrinkage=0.00196078


Tree=9379
num_leaves=6
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split_feature=457 15 2 52 2
split_gain=2.05772e-05 2.60897e-05 2.71059e-05 2.6016e-05 2.06591e-05
threshold=0.069910000000000014 1.0000000180025095e-35 0.10912000000000001 -0.080114999999999978 0.089885000000000007
decision_type=2 2 2 2 2
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leaf_weight=0.0010208511975233984 0.0010437667865776153 0.0018310183040083005 0.0018010497993548149 0.0013038878435524799 0.0012433936266904742
leaf_count=429 267 1167 465 495 298
internal_value=0 -4.0886e-05 2.80403e-05 -7.09403e-05 -0.000176932
internal_weight=0 0.0072002 0.00536918 0.00356813 0.00254728
internal_count=3121 2854 1687 1222 793
is_linear=0
shrinkage=0.00196078


Tree=9380
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split_feature=13 3 1 52 16 4
split_gain=1.76719e-05 2.67446e-05 2.71901e-05 2.05186e-05 2.2703e-05 3.28718e-05
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decision_type=2 2 2 2 2 2
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leaf_weight=0.0010703458057587552 0.00108874306666886 0.0010648268936287435 0.0010424119554571874 0.0012488281653853595 0.0012082885397124055 0.0014358166280812026
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internal_value=0 -3.98168e-05 1.08184e-05 -4.94406e-05 2.33453e-05 0.000129135
internal_weight=0 0.00708892 0.00602409 0.00498168 0.00373285 0.00252456
internal_count=3121 2952 2852 2594 1962 1048
is_linear=0
shrinkage=0.00196078


Tree=9381
num_leaves=7
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split_feature=50 160 42 43 1 16
split_gain=2.84152e-05 2.99342e-05 2.82233e-05 4.72817e-05 5.08056e-05 1.48166e-05
threshold=1.0000000180025095e-35 -0.081639999999999976 0.088060000000000013 -0.016814999999999997 0.086560000000000012 -0.093244999999999981
decision_type=2 2 2 2 2 2
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leaf_value=0.00034285501156014632 -0.0003146179834848238 -0.00045119774198970841 0.00020063068445142705 0.00031665656566860989 -0.00034088675999019587 -1.2885054973046712e-05
leaf_weight=0.0010411680459353435 0.0010183035549608168 0.0010970148448066087 0.0016824735640712718 0.0013293268867831986 0.0010302676940423298 0.0010893251897279746
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internal_value=0 3.51127e-05 -1.63309e-05 -9.66295e-05 1.61498e-05 -0.000172316
internal_weight=0 0.00726958 0.00622841 0.00454593 0.00344892 0.00211959
internal_count=3121 2494 2055 1428 847 393
is_linear=0
shrinkage=0.00196078


Tree=9382
num_leaves=7
num_cat=0
split_feature=159 51 3 12 48 16
split_gain=1.03064e-05 2.42005e-05 3.20638e-05 3.52362e-05 3.16895e-05 4.01712e-05
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decision_type=2 2 2 2 2 2
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leaf_value=-0.015737496841335099 0.0093708849485772249 0.014628890450625421 -0.014899719014165345 -0.011074502746556568 0.02199198844093575 -0.011837217700650656
leaf_weight=0.0010149800017732694 0.0010004045430561511 0.0012365218853632723 0.0010364756247007853 0.0011050683934640164 0.0012765646872151598 0.001069571101238921
leaf_count=517 527 519 122 614 314 508
internal_value=0 -0.00150643 0.00101693 0.00453617 0.00935127 0.00235385
internal_weight=0 0.00673918 0.0057242 0.00468773 0.00358266 0.00230609
internal_count=3121 2594 2077 1955 1341 1027
is_linear=0
shrinkage=0.1


Tree=9383
num_leaves=7
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split_feature=13 3 4 0 3 43
split_gain=1.13879e-05 2.17749e-05 2.77229e-05 3.05509e-05 2.95297e-05 1.6416e-05
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decision_type=2 2 2 2 2 2
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leaf_weight=0.0010091242849320295 0.0012982963067707238 0.0010062068159815696 0.0012426835912584793 0.0010610280588815297 0.001025417234243996 0.0010803313740915146
leaf_count=169 901 100 339 375 241 996
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internal_weight=0 0.00671396 0.00570776 0.00343966 0.0022681 0.00214136
internal_count=3121 2952 2852 2272 580 1371
is_linear=0
shrinkage=0.1


Tree=9384
num_leaves=6
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split_feature=3 15 52 13 3
split_gain=9.51554e-06 1.41473e-05 3.05573e-05 3.12283e-05 2.8958e-05
threshold=0.13524500000000003 -0.11713499999999999 -0.088204999999999992 -0.014169999999999999 0.083060000000000009
decision_type=2 2 2 2 2
left_child=1 -1 -3 -4 -5
right_child=-2 2 3 4 -6
leaf_value=-0.012134669214453202 0.0083007695231103861 -0.013215885134460479 -0.0076942772766149083 0.018315627443239679 -0.0025659255210706677
leaf_weight=0.0010594527823722839 0.0011520509659098902 0.0012559745552756666 0.0013983712103711266 0.0017874435726245091 0.0010567430148104504
leaf_count=397 192 593 1148 681 110
internal_value=0 -0.00155349 0.000485285 0.0045414 0.0105572
internal_weight=0 0.00655799 0.00549853 0.00424256 0.00284419
internal_count=3121 2929 2532 1939 791
is_linear=0
shrinkage=0.1


Tree=9385
num_leaves=6
num_cat=0
split_feature=4 150 13 0 4
split_gain=9.87989e-06 1.72066e-05 3.32368e-05 2.33607e-05 3.95328e-05
threshold=0.36766000000000004 0.086615000000000011 -0.13710499999999998 -0.10011499999999998 -0.082109999999999975
decision_type=2 2 2 2 2
left_child=1 2 -1 -4 -5
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leaf_value=-0.01584016940681264 0.0084345317561309464 -0.01365184513145103 0.014012546498035811 0.01013780155739661 -0.013061096065693875
leaf_weight=0.0010064526728015433 0.001159548525018473 0.0010002980094105949 0.0015905750113931307 0.0015259452364622353 0.0014163479827411505
leaf_count=135 328 273 324 638 1423
internal_value=0 -0.00158107 0.000598683 0.00424867 -0.00102958
internal_weight=0 0.00653962 0.00553932 0.00453287 0.00294229
internal_count=3121 2793 2520 2385 2061
is_linear=0
shrinkage=0.1


Tree=9386
num_leaves=6
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split_feature=13 16 43 15 1
split_gain=1.09728e-05 1.88255e-05 3.79611e-05 2.68719e-05 2.68753e-05
threshold=-0.23438999999999996 0.23311500000000004 -0.092909999999999979 -0.0040799999999999994 0.094385000000000011
decision_type=2 2 2 2 2
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leaf_value=0.0096684230425719258 -0.020284695865832373 0.010710568004774993 -0.018699585095868432 0.0094082351779738102 0.0019698906747618572
leaf_weight=0.0010064316506168307 0.0011226483538689432 0.0010572655007387785 0.0010455137091278581 0.0018763140570701954 0.0015792891409039671
leaf_count=169 386 417 692 1058 399
internal_value=0 -0.00153203 -0.00383363 0.000269524 -0.00626319
internal_weight=0 0.00668103 0.00562377 0.00450112 0.0026248
internal_count=3121 2952 2535 2149 1091
is_linear=0
shrinkage=0.1


Tree=9387
num_leaves=5
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split_feature=42 43 13 15
split_gain=9.649e-06 1.88592e-05 2.44072e-05 1.85547e-05
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decision_type=2 2 2 2
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leaf_value=-0.0079088889746987152 0.010217701306207264 0.0082324127961844185 -2.2404687246199149e-05 -0.01581209904686456
leaf_weight=0.0013008279836128327 0.0017985469194275001 0.0015711017841376724 0.0016491174910619579 0.0013563246085757296
leaf_count=862 1041 312 208 698
internal_value=0 0.00154158 -0.00186808 -0.00714813
internal_weight=0 0.00637509 0.00457654 0.00300544
internal_count=3121 2259 1218 906
is_linear=0
shrinkage=0.1


Tree=9388
num_leaves=6
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split_feature=50 15 3 15 15
split_gain=2.28603e-05 3.53186e-05 3.65029e-05 4.77606e-05 5.39316e-05
threshold=1.0000000180025095e-35 -0.10653 -0.091054999999999983 -0.016799999999999995 0.035560000000000008
decision_type=2 2 2 2 2
left_child=1 -1 -3 -4 -5
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leaf_weight=0.0015381065820253663 0.0010089226943687029 0.0014876265609761576 0.0018877445656402597 0.0012393212548903925 0.0010941956365936346
leaf_count=454 627 443 657 207 733
internal_value=0 3.58713e-05 -3.51797e-05 -0.000128257 5.93331e-05
internal_weight=0 0.00724699 0.00570889 0.00422126 0.00233352
internal_count=3121 2494 2040 1597 940
is_linear=0
shrinkage=0.00196078


Tree=9389
num_leaves=7
num_cat=0
split_feature=50 160 4 160 2 0
split_gain=2.61804e-05 3.00306e-05 2.07466e-05 3.03922e-05 5.1334e-05 5.49688e-05
threshold=1.0000000180025095e-35 -0.027994999999999996 0.24564500000000003 0.085045000000000023 0.10097500000000002 -0.076899999999999982
decision_type=2 2 2 2 2 2
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right_child=-2 2 -4 -5 -6 -7
leaf_value=0.00029478063307389937 -0.00030362690115647939 -0.00030114544431195263 0.00019159452119723992 0.00019729105054684188 -0.00053256574591379507 0.00029955272525498429
leaf_weight=0.0013812507510087982 0.0010004858861416728 0.0012379809288371002 0.0012981320188073199 0.0010795870384067326 0.0010852968318803514 0.0011115558392614049
leaf_count=623 627 766 292 291 311 211
internal_value=0 3.48966e-05 -2.68603e-05 -8.96775e-05 -0.000179873 -1.69577e-05
internal_weight=0 0.0071938 0.00581255 0.00451442 0.00343483 0.00234954
internal_count=3121 2494 1871 1579 1288 977
is_linear=0
shrinkage=0.00196078


Tree=9390
num_leaves=7
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split_feature=50 4 151 12 2 0
split_gain=4.11494e-05 3.59833e-05 3.16947e-05 2.79656e-05 4.18544e-05 3.18608e-05
threshold=0.079410000000000008 0.36766000000000004 -0.016164999999999995 0.089735000000000023 0.089885000000000007 -0.053834999999999994
decision_type=2 2 2 2 2 2
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leaf_value=0.0003025865257909534 -0.00038070355832854071 0.0003749823319489231 -0.00045221856850305648 0.00034305552175249363 1.2632398675180048e-06 -0.00013679446043747358
leaf_weight=0.0010241519464611439 0.0010018502359366395 0.0010717685812400568 0.0013507910721943393 0.0010516494854098443 0.0018599163262540783 0.0010766100338355242
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internal_value=0 4.2608e-05 -1.33753e-05 -7.3985e-05 -0.000189523 0.000100317
internal_weight=0 0.00743489 0.00636312 0.00533897 0.00321071 0.00212826
internal_count=3121 2512 2209 1841 1037 804
is_linear=0
shrinkage=0.00196078


Tree=9391
num_leaves=6
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split_feature=52 160 4 42 13
split_gain=9.42013e-06 4.59674e-05 2.78737e-05 2.69485e-05 2.44469e-05
threshold=-0.046924999999999988 -1.0000000180025095e-35 0.0052350000000000009 0.088060000000000013 -0.0039049999999999992
decision_type=2 2 2 2 2
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leaf_count=726 743 595 227 449 381
internal_value=0 -0.00238322 0.00521151 0.00209556 -0.00283476
internal_weight=0 0.00535201 0.0023504 0.00433869 0.00311832
internal_count=3121 2168 953 1425 976
is_linear=0
shrinkage=0.1


Tree=9392
num_leaves=7
num_cat=0
split_feature=131 13 15 52 15 16
split_gain=3.03139e-05 3.13627e-05 3.03337e-05 4.48647e-05 3.48991e-05 3.98597e-05
threshold=0.077555000000000027 -0.23438999999999996 -0.11713499999999999 -0.088204999999999992 -0.03241999999999999 -0.0064149999999999997
decision_type=2 2 2 2 2 2
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right_child=-2 2 3 4 5 -7
leaf_value=0.00035943477345550814 -0.00032543746731184784 -0.00029386443781242636 -0.00029858217613703598 0.00038272719079307451 -0.00019884650405287046 0.00030356601437362676
leaf_weight=0.0010046073090227824 0.0010056318454598158 0.0012019432572359249 0.0011011522523554076 0.0015181462195850465 0.0014875305094182699 0.0010257747268338547
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internal_value=0 3.75703e-05 -1.34748e-05 5.21863e-05 0.000147995 6.20701e-06
internal_weight=0 0.00733915 0.00633455 0.0051326 0.00403145 0.00251331
internal_count=3121 2599 2461 2108 1604 1145
is_linear=0
shrinkage=0.00196078


Tree=9393
num_leaves=6
num_cat=0
split_feature=13 47 4 13 16
split_gain=9.62827e-06 1.81064e-05 2.72641e-05 3.01739e-05 1.84156e-05
threshold=-0.23438999999999996 0.10904500000000002 0.19806500000000002 -0.033284999999999988 -0.070454999999999976
decision_type=2 2 2 2 2
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leaf_count=169 1295 163 336 558 600
internal_value=0 -0.00143773 0.000786745 -0.00321414 0.00194734
internal_weight=0 0.00669122 0.00565679 0.00424647 0.00308851
internal_count=3121 2952 2789 2453 1158
is_linear=0
shrinkage=0.1


Tree=9394
num_leaves=7
num_cat=0
split_feature=50 4 151 43 16 0
split_gain=2.48351e-05 2.88841e-05 3.43726e-05 4.0408e-05 4.1957e-05 8.49813e-05
threshold=1.0000000180025095e-35 0.36766000000000004 -0.016164999999999995 0.016310000000000002 -0.084119999999999986 -0.053834999999999994
decision_type=2 2 2 2 2 2
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internal_value=0 3.52975e-05 -1.5144e-05 -7.89835e-05 -0.000182432 -4.48109e-05
internal_weight=0 0.00728636 0.00624397 0.00523577 0.00384795 0.00265049
internal_count=3121 2494 2191 1825 1522 1090
is_linear=0
shrinkage=0.00196078


Tree=9395
num_leaves=7
num_cat=0
split_feature=484 160 49 52 4 15
split_gain=4.58173e-05 5.09145e-05 3.82602e-05 3.19276e-05 5.4363e-05 4.24741e-05
threshold=0.073690000000000019 -1.0000000180025095e-35 -0.081404999999999991 0.077655000000000016 0.24564500000000003 -0.016799999999999995
decision_type=2 2 2 2 2 2
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internal_value=0 -5.59914e-05 6.90625e-06 -5.64236e-05 -0.000161227 -0.000324887
internal_weight=0 0.00758978 0.00658041 0.00557938 0.00372146 0.00251977
internal_count=3121 2727 2114 1941 1293 1018
is_linear=0
shrinkage=0.00196078


Tree=9396
num_leaves=6
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split_feature=1 47 15 2 0
split_gain=9.63433e-06 2.19624e-05 2.25985e-05 1.79549e-05 4.87402e-05
threshold=0.12408500000000001 0.090280000000000013 -0.03241999999999999 0.090675000000000019 0.10455500000000001
decision_type=2 2 2 2 2
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leaf_weight=0.0018583099444698949 0.0011128409893442293 0.0011226069603662188 0.0014498332122380941 0.0011553066755150688 0.0010192721871618246
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internal_value=0 -0.00151295 0.00109626 -0.00350082 -0.00924786
internal_weight=0 0.00660533 0.00548272 0.00362441 0.00217458
internal_count=3121 2832 2549 1667 550
is_linear=0
shrinkage=0.1


Tree=9397
num_leaves=7
num_cat=0
split_feature=4 0 13 151 16 0
split_gain=3.08479e-05 4.74942e-05 3.17931e-05 5.76388e-05 7.37163e-05 4.08983e-05
threshold=-0.46376499999999993 -0.019414999999999998 1.0000000180025095e-35 -0.0083949999999999979 -0.15241499999999997 -0.084269999999999984
decision_type=2 2 2 2 2 2
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right_child=1 -3 -4 4 5 -7
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leaf_weight=0.0010212980318132295 0.0013516208774327597 0.0010799852765963945 0.0011059178616623505 0.0014226319944811165 0.0015750728456100558 0.0011405578928463155
leaf_count=183 441 196 452 290 719 840
internal_value=0 4.12158e-05 -2.11956e-05 3.99047e-05 0.000154726 -3.46883e-05
internal_weight=0 0.00767579 0.0065958 0.00548988 0.00413826 0.00271563
internal_count=3121 2938 2742 2290 1849 1559
is_linear=0
shrinkage=0.00196078


Tree=9398
num_leaves=6
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split_feature=50 160 49 2 15
split_gain=4.0466e-05 2.84801e-05 2.38033e-05 2.56679e-05 3.59466e-05
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decision_type=2 2 2 2 2
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leaf_weight=0.0014361043677190224 0.0010075074562049353 0.001016321979644034 0.001061497707849766 0.0019508812692209773 0.001965442286821174
leaf_count=625 609 180 349 523 835
internal_value=0 3.87074e-05 -2.07121e-05 -7.65437e-05 3.64927e-05
internal_weight=0 0.00743025 0.00599414 0.00497782 0.00302694
internal_count=3121 2512 1887 1707 1184
is_linear=0
shrinkage=0.00196078


Tree=9399
num_leaves=6
num_cat=0
split_feature=43 43 13 2 4
split_gain=8.4349e-06 3.43401e-05 2.12497e-05 1.90769e-05 3.86396e-05
threshold=-0.092909999999999979 -0.063379999999999978 -0.095304999999999987 0.11215000000000001 0.0061450000000000003
decision_type=2 2 2 2 2
left_child=-1 -2 -3 4 -4
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leaf_value=-0.006327404548316486 0.01850268198966545 0.0078658210093714969 -0.013752753724584389 -0.017378144397974624 0.011592891782611971
leaf_weight=0.0016836857128631937 0.001010259459614098 0.0015908266039925505 0.0012146660223825926 0.0010459587566483113 0.0011915056641269193
leaf_count=465 930 314 963 233 216
internal_value=0 0.00167462 -0.00169656 -0.00610314 -0.00120191
internal_weight=0 0.00605322 0.00504296 0.00345213 0.00240617
internal_count=3121 2656 1726 1412 1179
is_linear=0
shrinkage=0.1


Tree=9400
num_leaves=6
num_cat=0
split_feature=42 160 13 16 0
split_gain=8.28583e-06 2.06862e-05 3.17318e-05 3.63841e-05 4.43117e-05
threshold=0.092145000000000019 -0.081639999999999976 -0.074044999999999986 -0.014754999999999999 -0.11173999999999999
decision_type=2 2 2 2 2
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right_child=-2 2 3 -5 -6
leaf_value=0.014244105543419691 -0.0077940695726225117 0.0091788665698788654 -0.011653812367057093 -0.019759864501729882 0.016664435505527989
leaf_weight=0.0010424419217289378 0.0011746512968752662 0.0019392019309861647 0.0012268349105529351 0.0013368041490996246 0.0010054024576279488
leaf_count=526 649 697 191 473 585
internal_value=0 0.00132664 -0.001118 -0.0067127 0.00110076
internal_weight=0 0.00655069 0.00550824 0.00356904 0.00223224
internal_count=3121 2472 1946 1249 776
is_linear=0
shrinkage=0.1


Tree=9401
num_leaves=6
num_cat=0
split_feature=52 52 133 16 4
split_gain=1.01506e-05 1.59835e-05 2.02933e-05 5.17095e-05 4.14519e-05
threshold=-0.081429999999999989 -0.0064899999999999992 0.090310000000000015 -0.008904999999999998 0.24564500000000003
decision_type=2 2 2 2 2
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leaf_weight=0.0016732743187379499 0.0010657172271122594 0.0015872898181022907 0.0010143942229237299 0.0010803479382659451 0.0012908805745656827
leaf_count=771 438 978 455 178 301
internal_value=0 -0.00196425 0.000417423 0.00365118 -0.00335114
internal_weight=0 0.00603863 0.00497291 0.00395852 0.00287817
internal_count=3121 2350 1912 1457 1279
is_linear=0
shrinkage=0.1


Tree=9402
num_leaves=6
num_cat=0
split_feature=457 1 42 4 15
split_gain=1.78337e-05 2.92638e-05 2.98191e-05 3.12886e-05 3.5782e-05
threshold=0.069910000000000014 0.12408500000000001 0.091545000000000015 -0.082109999999999975 -0.10653
decision_type=2 2 2 2 2
left_child=1 2 3 -1 -5
right_child=-2 -3 -4 4 -6
leaf_value=0.000169637790503557 0.00024024213111873492 0.00025759655222645008 -0.00039593196748690925 0.00012655699149625207 -0.00031012830602919304
leaf_weight=0.0019040503971431534 0.0010205948166733545 0.0010975286018499678 0.0010208567244811059 0.0011406101167607497 0.0019629661467144193
leaf_count=643 267 271 583 250 1107
internal_value=0 -3.68917e-05 -9.05054e-05 -2.8241e-05 -0.00014964
internal_weight=0 0.00712601 0.00602848 0.00500763 0.00310358
internal_count=3121 2854 2583 2000 1357
is_linear=0
shrinkage=0.00196078


Tree=9403
num_leaves=6
num_cat=0
split_feature=52 160 52 42 13
split_gain=9.60401e-06 4.28084e-05 2.45139e-05 2.40644e-05 2.3174e-05
threshold=-0.046924999999999988 -1.0000000180025095e-35 -0.12005499999999998 0.088060000000000013 -0.0039049999999999992
decision_type=2 2 2 2 2
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leaf_value=-0.0062677982782354301 -0.020964308475809976 -0.012245069585208063 0.014306192390051292 0.013835884090417153 0.0050534332606066365
leaf_weight=0.0010320480710318213 0.0010073144107639459 0.0014076802821496827 0.0013196384892881839 0.0012186351532119952 0.0017215312888966099
leaf_count=537 743 595 416 449 381
internal_value=0 -0.00238914 0.00527721 0.00191437 -0.00272832
internal_weight=0 0.00535516 0.00235169 0.00434785 0.00312921
internal_count=3121 2168 953 1425 976
is_linear=0
shrinkage=0.1


Tree=9404
num_leaves=7
num_cat=0
split_feature=457 133 43 13 42 15
split_gain=2.37859e-05 2.86719e-05 6.24674e-05 4.04725e-05 3.21914e-05 2.94381e-05
threshold=0.069910000000000014 0.093255000000000018 -0.04890499999999999 -0.095304999999999987 0.088380000000000014 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2
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right_child=-2 -3 3 5 -6 -7
leaf_value=4.5348672712313867e-05 0.00027126106404416772 -0.00035387433498196405 0.00014533170610015467 -0.0001132873113400363 0.00052645564480859562 -0.00052815278197171486
leaf_weight=0.001127328800340604 0.0010314597575530804 0.0010075983834357495 0.001301352407451775 0.0016991843983297349 0.0010171592035226537 0.0010727438829398125
leaf_count=664 267 532 271 358 350 679
internal_value=0 -4.70415e-05 2.68121e-06 -0.000139922 0.000273544 -0.000273841
internal_weight=0 0.00722537 0.00621777 0.00407328 0.00214449 0.00277193
internal_count=3121 2854 2322 1308 1014 1037
is_linear=0
shrinkage=0.00196078


Tree=9405
num_leaves=6
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split_feature=1 47 1 4 12
split_gain=9.28842e-06 2.14076e-05 2.34265e-05 3.56554e-05 2.53246e-05
threshold=0.12408500000000001 0.090280000000000013 0.077565000000000009 -0.011209999999999999 0.089735000000000023
decision_type=2 2 2 2 2
left_child=1 2 4 -4 -1
right_child=-2 -3 3 -5 -6
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leaf_weight=0.0010676026539121989 0.0011120139894195561 0.0011203980835500288 0.001151323731868382 0.0018919966022141622 0.0013617886945703551
leaf_count=900 289 283 617 377 655
internal_value=0 -0.00147703 0.00110122 0.0069468 -0.0062216
internal_weight=0 0.00659311 0.00547271 0.00304332 0.00242939
internal_count=3121 2832 2549 994 1555
is_linear=0
shrinkage=0.1


Tree=9406
num_leaves=7
num_cat=0
split_feature=457 151 4 0 43 2
split_gain=2.57578e-05 2.55669e-05 5.54155e-05 5.42071e-05 3.30511e-05 7.56908e-05
threshold=0.069910000000000014 -0.0056149999999999993 0.24564500000000003 -0.10224499999999999 0.016310000000000002 0.088300000000000003
decision_type=2 2 2 2 2 2
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right_child=-2 2 -4 4 -6 -7
leaf_value=-0.00032183225332106538 0.00028862380572298785 -0.00049200633087991507 0.00036646161977503923 0.00019639454143869625 0.00028794117822067644 -0.00047222744169604929
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leaf_count=339 267 240 324 918 341 692
internal_value=0 -4.35656e-05 5.44944e-06 -9.08632e-05 1.6544e-05 -0.000106169
internal_weight=0 0.00720687 0.00612754 0.00483708 0.00381547 0.00262746
internal_count=3121 2854 2515 2191 1951 1610
is_linear=0
shrinkage=0.00196078


Tree=9407
num_leaves=7
num_cat=0
split_feature=131 16 150 16 0 16
split_gain=2.56902e-05 2.68104e-05 4.51136e-05 4.70866e-05 3.49268e-05 3.49053e-05
threshold=0.078765000000000016 0.0065250000000000004 0.081835000000000019 -0.083134999999999987 -0.10836499999999999 0.31475000000000003
decision_type=2 2 2 2 2 2
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leaf_value=-0.00022160191610802476 -0.0002952218721012704 0.00039888345745373429 0.00029937587655476128 -0.00045858438953390226 0.00024734791335481368 -6.135332992156192e-05
leaf_weight=0.001251485767908674 0.001010040360354441 0.0014620791943905668 0.0011058416597075622 0.0012670021632412969 0.0011923958048987713 0.0011180371039568662
leaf_count=200 516 391 307 863 594 250
internal_value=0 3.81573e-05 -4.82403e-05 -0.00015183 7.20369e-06 0.00019945
internal_weight=0 0.00739684 0.00481673 0.00371088 0.00244388 0.00258012
internal_count=3121 2605 1964 1657 794 641
is_linear=0
shrinkage=0.00196078


Tree=9408
num_leaves=6
num_cat=0
split_feature=12 16 52 4 0
split_gain=8.73367e-06 1.98075e-05 2.61826e-05 3.21599e-05 2.42576e-05
threshold=0.10388500000000002 -0.36241499999999999 0.070205000000000017 -0.04890499999999999 -0.13027499999999997
decision_type=2 2 2 2 2
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leaf_count=352 349 608 825 167 820
internal_value=0 0.00127391 0.00421165 -0.000453801 0.00613115
internal_weight=0 0.00668401 0.00517647 0.00361906 0.00243222
internal_count=3121 2772 2420 1595 987
is_linear=0
shrinkage=0.1


Tree=9409
num_leaves=7
num_cat=0
split_feature=484 1 2 48 15 43
split_gain=2.37111e-05 2.41639e-05 3.42246e-05 5.46465e-05 3.55935e-05 2.68045e-05
threshold=0.015535000000000002 0.12408500000000001 0.11389000000000002 0.088965000000000002 0.087685000000000013 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2
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right_child=-2 -3 -4 -5 -6 -7
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leaf_weight=0.0011586915825383941 0.0010009632799080565 0.0011416171090358647 0.0011169813023939454 0.0010084654524366776 0.0010128179463154588 0.0017981370989576004
leaf_count=897 452 242 289 271 604 366
internal_value=0 -4.412e-05 -9.31557e-05 -2.35573e-05 -0.000127103 -0.000235769
internal_weight=0 0.00723671 0.00609509 0.00497811 0.00396965 0.00295683
internal_count=3121 2669 2427 2138 1867 1263
is_linear=0
shrinkage=0.00196078


Tree=9410
num_leaves=6
num_cat=0
split_feature=0 4 151 16 15
split_gain=9.05983e-06 2.48861e-05 2.38865e-05 5.1418e-05 2.35457e-05
threshold=-0.060129999999999996 -0.35136499999999998 -0.0083949999999999979 -0.15241499999999997 -0.015744999999999999
decision_type=2 2 2 2 2
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internal_value=0 0.00477395 -0.00248264 0.00148661 -0.00744589
internal_weight=0 0.00258983 0.00512554 0.00383055 0.00240248
internal_count=3121 573 2548 2061 1763
is_linear=0
shrinkage=0.1


Tree=9411
num_leaves=6
num_cat=0
split_feature=42 160 13 16 0
split_gain=8.64357e-06 1.94074e-05 3.0499e-05 3.48043e-05 4.56304e-05
threshold=0.092145000000000019 -0.081639999999999976 -0.074044999999999986 -0.014754999999999999 -0.11173999999999999
decision_type=2 2 2 2 2
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leaf_weight=0.0010370430564236865 0.0011739917264300464 0.0019329274268111221 0.0012219879613313295 0.0013317440542240646 0.0010050614100557756
leaf_count=526 649 697 191 473 585
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internal_weight=0 0.00652876 0.00549172 0.00355879 0.00222705
internal_count=3121 2472 1946 1249 776
is_linear=0
shrinkage=0.1


Tree=9412
num_leaves=6
num_cat=0
split_feature=52 160 0 16 2
split_gain=9.92716e-06 2.16527e-05 2.83413e-05 2.9542e-05 2.40093e-05
threshold=0.11434500000000002 -0.027994999999999996 -0.019414999999999998 -0.056919999999999991 0.092365000000000017
decision_type=2 2 2 2 2
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internal_value=0 0.00147819 -0.000991033 -0.00506879 0.000112683
internal_weight=0 0.00652699 0.00551364 0.00416599 0.00302189
internal_count=3121 2620 2125 1869 1195
is_linear=0
shrinkage=0.1


Tree=9413
num_leaves=8
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split_feature=50 4 151 47 15 4 4
split_gain=3.42648e-05 2.55592e-05 3.89033e-05 3.50701e-05 4.44563e-05 3.27123e-05 2.52281e-05
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decision_type=2 2 2 2 2 2 2
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right_child=-2 -3 3 -5 5 6 -8
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internal_value=0 3.80821e-05 -8.34955e-06 -7.52394e-05 -0.000152532 -4.42884e-05 9.47173e-05
internal_weight=0 0.00748811 0.00643151 0.00539379 0.0043534 0.00335282 0.00221292
internal_count=3121 2512 2209 1841 1692 1168 1011
is_linear=0
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Tree=9414
num_leaves=8
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split_feature=50 4 151 47 2 43 4
split_gain=1.92113e-05 3.09805e-05 2.98944e-05 3.32718e-05 4.43388e-05 4.76189e-05 2.51276e-05
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decision_type=2 2 2 2 2 2 2
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internal_weight=0 0.00726339 0.00622237 0.00521618 0.00419364 0.0031386 0.00201391
internal_count=3121 2494 2191 1825 1676 931 730
is_linear=0
shrinkage=0.00196078


Tree=9415
num_leaves=6
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split_feature=52 1 4 1 1
split_gain=1.0319e-05 1.49896e-05 2.8964e-05 2.45472e-05 2.13717e-05
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internal_weight=0 0.00603309 0.0028183 0.00321479 0.00209318
internal_count=3121 2350 1549 801 475
is_linear=0
shrinkage=0.1


Tree=9416
num_leaves=7
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split_feature=457 1 42 2 0 12
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decision_type=2 2 2 2 2 2
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internal_weight=0 0.00741138 0.00634314 0.00526318 0.00425325 0.00279008
internal_count=3121 2854 2593 2005 1800 1532
is_linear=0
shrinkage=0.00196078


Tree=9417
num_leaves=7
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split_feature=457 2 52 0 16 13
split_gain=3.86247e-05 3.71974e-05 5.44775e-05 4.27358e-05 7.09581e-05 4.69539e-05
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decision_type=2 2 2 2 2 2
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leaf_count=156 267 482 472 607 761 376
internal_value=0 -5.67457e-05 -0.000139136 -4.29194e-05 -0.000246411 0.00014219
internal_weight=0 0.00726787 0.00540373 0.00436191 0.00207779 0.00228413
internal_count=3121 2854 2372 1900 917 983
is_linear=0
shrinkage=0.00196078


Tree=9418
num_leaves=6
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split_feature=42 49 42 4 12
split_gain=9.60564e-06 1.44159e-05 3.07006e-05 2.90867e-05 2.16545e-05
threshold=-1.0000000180025095e-35 -0.026779999999999995 0.088915000000000008 0.056795000000000005 0.085885000000000017
decision_type=2 2 2 2 2
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leaf_weight=0.0013169218716806352 0.0016309677717908947 0.0012608273758392674 0.0012261937702234215 0.0011998138187240127 0.0010839217231905431
leaf_count=862 406 534 801 214 304
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internal_weight=0 0.00640172 0.00477076 0.00354456 0.00234475
internal_count=3121 2259 1853 1052 838
is_linear=0
shrinkage=0.1


Tree=9419
num_leaves=6
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split_feature=50 4 16 0 2
split_gain=2.51183e-05 3.82411e-05 3.44399e-05 4.54075e-05 3.89021e-05
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decision_type=2 2 2 2 2
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leaf_weight=0.0019289400903313584 0.0010012457089573273 0.0010355857991743876 0.0012243723895916333 0.0019803228111277805 0.0011176695615590067
leaf_count=760 627 303 737 298 396
internal_value=0 3.89246e-05 -1.88893e-05 0.000123013 -0.000168155
internal_weight=0 0.00728689 0.0062513 0.0032047 0.00304661
internal_count=3121 2494 2191 1035 1156
is_linear=0
shrinkage=0.00196078


Tree=9420
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split_feature=1 43 4 12 16
split_gain=1.06417e-05 2.29121e-05 3.22175e-05 2.23293e-05 1.86119e-05
threshold=0.10557500000000002 -0.083134999999999987 -1.0000000180025095e-35 0.051320000000000005 -0.029084999999999996
decision_type=2 2 2 2 2
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leaf_weight=0.0013603690904490338 0.0018720479100810439 0.0010581381159085418 0.0012874528507484098 0.0011064126848301594 0.0010347325355612306
leaf_count=664 436 815 472 224 510
internal_value=0 -0.00299213 -0.00740236 0.00463523 0.000254686
internal_weight=0 0.00474069 0.00338032 0.00297846 0.00209287
internal_count=3121 2461 1797 660 1325
is_linear=0
shrinkage=0.1


Tree=9421
num_leaves=6
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split_feature=4 151 47 1 12
split_gain=9.99306e-06 1.59733e-05 2.34185e-05 2.91698e-05 3.416e-05
threshold=0.36766000000000004 -0.016164999999999995 0.09550500000000002 0.090840000000000018 0.088305000000000008
decision_type=2 2 2 2 2
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leaf_value=0.010030335291836513 0.0085287214929038839 -0.013612261176733493 0.0091716106215915302 -0.01992743987666061 0.0073087130878610202
leaf_weight=0.0010069382895231752 0.0011557225916214667 0.0013891971439381225 0.001131982802459971 0.001244054536511793 0.0017811203763849197
leaf_count=461 328 838 214 424 856
internal_value=0 -0.00155665 -0.00366027 -0.00695076 -0.00185862
internal_weight=0 0.00655329 0.00554635 0.00441437 0.00317032
internal_count=3121 2793 2332 2118 1694
is_linear=0
shrinkage=0.1


Tree=9422
num_leaves=7
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split_feature=50 16 16 49 0 12
split_gain=2.16285e-05 2.41443e-05 4.49142e-05 2.85221e-05 2.8102e-05 2.51141e-05
threshold=1.0000000180025095e-35 -0.014034999999999997 0.071345000000000006 -0.043469999999999995 -0.11756999999999999 0.09141500000000001
decision_type=2 2 2 2 2 2
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right_child=-2 2 5 4 -6 -7
leaf_value=0.00017599668729746499 -0.00027196103631465271 0.00046984280660179809 -0.00021721173088796035 -0.00039562199639227454 9.5156001300968991e-06 0.00019378130122727898
leaf_weight=0.0012133968413331397 0.0010123095054837194 0.0011480934772690652 0.0011091644259682192 0.0012801679176849021 0.0013549619533642153 0.001179481900081178
leaf_count=215 627 572 227 211 977 292
internal_value=0 3.39104e-05 0.000153361 -7.27591e-05 -0.000187304 -5.40144e-06
internal_weight=0 0.00728527 0.00343674 0.00384853 0.00263513 0.00228865
internal_count=3121 2494 1091 1403 1188 519
is_linear=0
shrinkage=0.00196078


Tree=9423
num_leaves=6
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split_feature=42 160 151 4 3
split_gain=9.09507e-06 1.67441e-05 2.6252e-05 5.13001e-05 3.55931e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.0056149999999999993 0.076415000000000025 -0.077644999999999978
decision_type=2 2 2 2 2
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leaf_weight=0.0013174441930187001 0.0014473693092519682 0.0010654612549686332 0.0011533897376883079 0.0012139484782476479 0.0015115189118517711
leaf_count=862 828 307 548 234 342
internal_value=0 0.00151653 0.00428577 0.00810473 0.000342856
internal_weight=0 0.00639169 0.00494432 0.00387886 0.00266491
internal_count=3121 2259 1431 1124 890
is_linear=0
shrinkage=0.1


Tree=9424
num_leaves=7
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split_feature=457 2 52 0 16 13
split_gain=2.95529e-05 2.37901e-05 6.49846e-05 4.35774e-05 6.77456e-05 3.92054e-05
threshold=0.069910000000000014 0.11293500000000002 0.10160000000000001 -0.084269999999999984 -0.15241499999999997 -0.0034749999999999994
decision_type=2 2 2 2 2 2
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right_child=-2 -3 -4 5 -6 -7
leaf_value=0.00014429664563388354 0.00030205091039576572 0.00013920456606483721 -0.00055841226640308481 0.00041494649614316466 -0.0005639026918286738 -0.0001003848915460477
leaf_weight=0.0010162087245289056 0.0010418967853702979 0.0018752463546612896 0.0010366966697544474 0.0012184830804716227 0.0010620564831216692 0.0010625268894601525
leaf_count=156 267 482 472 607 761 376
internal_value=0 -5.10477e-05 -0.000117165 -1.22308e-05 -0.000217615 0.000174898
internal_weight=0 0.00727122 0.00539597 0.00435928 0.00207827 0.00228101
internal_count=3121 2854 2372 1900 917 983
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shrinkage=0.00196078


Tree=9425
num_leaves=6
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split_feature=52 160 4 42 13
split_gain=9.63023e-06 3.98615e-05 2.46482e-05 2.14792e-05 2.35155e-05
threshold=-0.046924999999999988 -1.0000000180025095e-35 0.0052350000000000009 0.088060000000000013 -0.0039049999999999992
decision_type=2 2 2 2 2
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leaf_value=-0.0045957529352913954 -0.020317389503150672 -0.012188170019611538 0.015886844774747843 0.013024097114621472 0.005236430898639316
leaf_weight=0.0012173580298332572 0.0010066685708659913 0.0014108718682088596 0.0011355268349276624 0.0012193159222904744 0.0017171692176526396
leaf_count=726 743 595 227 449 381
internal_value=0 -0.00238633 0.00528936 0.00176576 -0.00262276
internal_weight=0 0.00535403 0.00235288 0.00434736 0.00312804
internal_count=3121 2168 953 1425 976
is_linear=0
shrinkage=0.1


Tree=9426
num_leaves=6
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split_feature=2 52 52 0 1
split_gain=8.91874e-06 2.79497e-05 3.33072e-05 2.49007e-05 1.24147e-05
threshold=0.089775000000000008 -0.013374999999999998 0.10347000000000002 -0.077999999999999986 0.089770000000000016
decision_type=2 2 2 2 2
left_child=3 -2 4 -1 -3
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leaf_value=-0.012256750017106072 0.01378491765282833 -0.01821948162731294 0.011277787757943268 0.0060259718303976462 -0.0025901968927990061
leaf_weight=0.001704422696647615 0.0015298962622533269 0.0010022217070391783 0.0011046078308781125 0.0013233524810524523 0.0010310924484270611
leaf_count=1283 597 312 343 399 187
internal_value=0 0.00270283 -0.00270025 -0.0042659 -0.0102939
internal_weight=0 0.00466782 0.00313792 0.00302778 0.00203331
internal_count=3121 1439 842 1682 499
is_linear=0
shrinkage=0.1


Tree=9427
num_leaves=6
num_cat=0
split_feature=131 13 16 52 3
split_gain=3.16973e-05 3.2794e-05 3.15096e-05 3.30851e-05 1.30511e-05
threshold=0.078765000000000016 -0.095304999999999987 0.0065250000000000004 -0.0064899999999999992 -0.059315
decision_type=2 2 2 2 2
left_child=1 -1 3 -3 -5
right_child=-2 2 -4 4 -6
leaf_value=0.000268217616957608 -0.00033350212928504768 -0.00043898936425164044 0.00016809311336172793 -0.00018428842577740133 9.1361315470043651e-05
leaf_weight=0.0017704514417218277 0.0010184170503554722 0.0010416931870351046 0.0018964536540425261 0.0011607637992939921 0.0015318893476930521
leaf_count=317 516 467 579 962 280
internal_value=0 3.54528e-05 -3.77338e-05 -0.000142261 -2.74673e-05
internal_weight=0 0.00740125 0.0056308 0.00373435 0.00269265
internal_count=3121 2605 2288 1709 1242
is_linear=0
shrinkage=0.00196078


Tree=9428
num_leaves=6
num_cat=0
split_feature=457 2 0 52 16
split_gain=1.77443e-05 2.63529e-05 4.21908e-05 3.17077e-05 3.49747e-05
threshold=0.069910000000000014 0.11293500000000002 -0.11756999999999999 0.090245000000000006 -0.078844999999999985
decision_type=2 2 2 2 2
left_child=1 2 -1 4 -4
right_child=-2 -3 3 -5 -6
leaf_value=-0.00043625808978389248 0.00023830391641649373 0.0001637461740445371 0.00036342573803024896 -0.00025419396392000815 -8.938711687230566e-05
leaf_weight=0.0011830658736337431 0.0010068921932951331 0.0018144570261375472 0.0011728961427402889 0.0014013405483638561 0.0014875468682660591
leaf_count=249 267 482 625 557 941
internal_value=0 -3.99375e-05 -0.000110402 -1.54905e-05 0.000110242
internal_weight=0 0.00705931 0.00524485 0.00406178 0.00266044
internal_count=3121 2854 2372 2123 1566
is_linear=0
shrinkage=0.00196078


Tree=9429
num_leaves=6
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split_feature=43 16 0 4 2
split_gain=8.9576e-06 2.67466e-05 5.96712e-05 1.95666e-05 3.47982e-05
threshold=-0.09225499999999999 0.22339500000000004 -0.076899999999999982 0.23246000000000003 0.089775000000000008
decision_type=2 2 2 2 2
left_child=-1 2 3 4 -2
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leaf_count=476 1048 363 562 242 430
internal_value=0 0.00176671 0.00475852 -0.00145491 0.00365259
internal_weight=0 0.00600576 0.00500069 0.00377827 0.00251261
internal_count=3121 2645 2282 1720 1478
is_linear=0
shrinkage=0.1


Tree=9430
num_leaves=6
num_cat=0
split_feature=52 12 1 48 43
split_gain=9.41716e-06 2.08242e-05 3.58995e-05 5.65394e-05 2.43798e-05
threshold=0.11434500000000002 0.095110000000000014 0.11181500000000001 0.083985000000000018 -0.0037449999999999996
decision_type=2 2 2 2 2
left_child=1 2 3 4 -1
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leaf_value=-0.016363492552398134 -0.0083521218949752212 0.01174168021817508 -0.016536178835692243 0.021692621805106817 0.0031241481279657502
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leaf_count=966 501 558 294 329 473
internal_value=0 0.00143188 -0.00165993 0.00314178 -0.00488009
internal_weight=0 0.0065329 0.00502573 0.00379938 0.00265241
internal_count=3121 2620 2062 1768 1439
is_linear=0
shrinkage=0.1


Tree=9431
num_leaves=7
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split_feature=131 13 15 52 15 43
split_gain=3.11963e-05 5.79657e-05 3.15774e-05 6.31183e-05 4.92422e-05 4.34074e-05
threshold=0.078765000000000016 -0.23438999999999996 -0.11713499999999999 -0.088204999999999992 -0.03241999999999999 -0.0037449999999999996
decision_type=2 2 2 2 2 2
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right_child=-2 2 3 4 5 -7
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internal_weight=0 0.00753838 0.00651256 0.00530384 0.0041428 0.00257404
internal_count=3121 2605 2467 2114 1608 1148
is_linear=0
shrinkage=0.00196078


Tree=9432
num_leaves=6
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split_feature=12 160 0 0 4
split_gain=9.58418e-06 2.24182e-05 2.86735e-05 4.14394e-05 2.97875e-05
threshold=-0.010834999999999999 -1.0000000180025095e-35 -0.053834999999999994 -0.11756999999999999 0.0061450000000000003
decision_type=2 2 2 2 2
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internal_value=0 -0.00147287 0.00157785 0.00605855 0.0157893
internal_weight=0 0.00660784 0.00518537 0.00380418 0.00203515
internal_count=3121 2700 1830 1522 1271
is_linear=0
shrinkage=0.1


Tree=9433
num_leaves=7
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split_feature=13 16 43 48 3 3
split_gain=1.60619e-05 2.18568e-05 3.92613e-05 3.72046e-05 2.8345e-05 3.72902e-05
threshold=-0.23438999999999996 0.23311500000000004 -0.092909999999999979 0.085845000000000019 -0.082794999999999994 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2
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internal_weight=0 0.00715088 0.0060223 0.00482671 0.00341054 0.00239978
internal_count=3121 2952 2535 2149 1788 1070
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Tree=9434
num_leaves=6
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split_feature=13 47 52 0 42
split_gain=1.01711e-05 1.83032e-05 3.15066e-05 6.06684e-05 3.55875e-05
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decision_type=2 2 2 2 2
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internal_weight=0 0.00668522 0.00565548 0.00413945 0.00295973
internal_count=3121 2952 2789 2035 1846
is_linear=0
shrinkage=0.1


Tree=9435
num_leaves=7
num_cat=0
split_feature=484 160 43 12 151 16
split_gain=4.40134e-05 3.59957e-05 4.29503e-05 7.18188e-05 4.25731e-05 7.77269e-05
threshold=0.073690000000000019 -1.0000000180025095e-35 -0.15323999999999996 0.092355000000000007 -0.0056149999999999993 -0.083134999999999987
decision_type=2 2 2 2 2 2
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internal_count=3121 2727 2114 1917 1330 1049
is_linear=0
shrinkage=0.00196078


Tree=9436
num_leaves=6
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split_feature=0 1 47 3 4
split_gain=1.06081e-05 2.69772e-05 2.77536e-05 2.59085e-05 2.23051e-05
threshold=-0.060129999999999996 0.077565000000000009 0.087235000000000021 0.090900000000000009 -0.35136499999999998
decision_type=2 2 2 2 2
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internal_value=0 -0.00268607 0.00105044 0.00686793 0.00517847
internal_weight=0 0.00511082 0.00404177 0.0027074 0.00258135
internal_count=3121 2548 1091 858 573
is_linear=0
shrinkage=0.1


Tree=9437
num_leaves=6
num_cat=0
split_feature=457 15 15 3 12
split_gain=2.47807e-05 2.99273e-05 3.23195e-05 5.31329e-05 5.09355e-05
threshold=0.069910000000000014 1.0000000180025095e-35 -0.016799999999999995 0.095270000000000007 0.090695000000000012
decision_type=2 2 2 2 2
left_child=1 2 3 4 -1
right_child=-2 -3 -4 -5 -6
leaf_value=0.00038324987531860883 0.00027633256685036554 -0.00025922219123945264 0.00023095108291003506 -0.00038689109987933705 -0.00021751509215333164
leaf_weight=0.0011756537758558941 0.0010484011792597139 0.0018819852903677907 0.0019382776714432113 0.0013676845156854549 0.0010076337658664789
leaf_count=658 267 1167 385 186 458
internal_value=0 -4.5848e-05 2.73072e-05 -8.38507e-05 0.000105984
internal_weight=0 0.00737124 0.00548925 0.00355097 0.00218329
internal_count=3121 2854 1687 1302 1116
is_linear=0
shrinkage=0.00196078


Tree=9438
num_leaves=5
num_cat=0
split_feature=42 49 15 12
split_gain=8.9663e-06 2.07094e-05 2.36235e-05 5.48898e-05
threshold=0.092145000000000019 -0.00064499999999999985 -0.037864999999999989 0.085885000000000017
decision_type=2 2 2 2
left_child=1 -1 -3 -4
right_child=-2 2 3 -5
leaf_value=-0.007603196827668815 -0.008088183902951367 -0.0038222778608804318 0.026528484234578605 -0.0015762239050960709
leaf_weight=0.0018348238387609402 0.0011747660407573001 0.0018598521682381556 0.0012331734146848608 0.0015920959125152656
leaf_count=579 649 774 425 694
internal_value=0 0.00140267 0.00492962 0.0106909
internal_weight=0 0.00651995 0.00468512 0.00282527
internal_count=3121 2472 1893 1119
is_linear=0
shrinkage=0.1


Tree=9439
num_leaves=5
num_cat=0
split_feature=52 15 1 3
split_gain=8.93093e-06 1.95264e-05 4.54156e-05 4.47808e-05
threshold=0.11434500000000002 -0.016799999999999995 0.11181500000000001 -0.063074999999999978
decision_type=2 2 2 2
left_child=1 2 -1 -3
right_child=-2 3 -4 -5
leaf_value=0.0063591576861305472 -0.0081298348813919931 -0.0033045843499273165 -0.017560643095389308 0.020219481163158647
leaf_weight=0.0018082489074398125 0.0011589392413874746 0.0018838375128031231 0.0014148197981065094 0.0014185879140753959
leaf_count=882 501 1182 333 223
internal_value=0 0.00139631 -0.00414084 0.0068004
internal_weight=0 0.00652549 0.00322307 0.00330243
internal_count=3121 2620 1215 1405
is_linear=0
shrinkage=0.1


Tree=9440
num_leaves=6
num_cat=0
split_feature=4 4 3 13 43
split_gain=9.39593e-06 1.89743e-05 3.27646e-05 2.20542e-05 2.66669e-05
threshold=0.24564500000000003 0.055260000000000011 0.10299500000000002 -0.033284999999999988 -0.013819999999999997
decision_type=2 2 2 2 2
left_child=1 2 3 -1 -5
right_child=-2 -3 -4 4 -6
leaf_value=-0.015416703160797081 0.006532022370441282 -0.012713938664311664 0.015998526688222169 0.013629797457227819 -0.0073212082334726189
leaf_weight=0.001099319662408484 0.001696437087676154 0.0012762031730320748 0.0011159640951709567 0.0010575129759613192 0.001427724283634065
leaf_count=1222 426 279 139 526 529
internal_value=0 -0.00190048 0.0010354 -0.003623 0.00159382
internal_weight=0 0.00597672 0.00470052 0.00358456 0.00248524
internal_count=3121 2695 2416 2277 1055
is_linear=0
shrinkage=0.1


Tree=9441
num_leaves=6
num_cat=0
split_feature=51 160 43 52 15
split_gain=8.17759e-06 1.63084e-05 2.36925e-05 2.86913e-05 5.47408e-05
threshold=0.087505000000000013 -0.027994999999999996 -0.15323999999999996 0.090245000000000006 -0.055554999999999993
decision_type=2 2 2 2 2
left_child=1 -1 -3 4 -4
right_child=-2 2 3 -5 -6
leaf_value=0.011771725816919548 -0.0078752600362395394 0.012291377656707674 -0.013981650629442148 -0.019058040524385436 0.012136088866985549
leaf_weight=0.0012166532535796241 0.0011329458550627209 0.0010627334916716294 0.001477544878865731 0.0010163710159394467 0.0017564753141249621
leaf_count=691 435 178 602 296 919
internal_value=0 0.00132818 -0.00106328 -0.00440237 0.000203531
internal_weight=0 0.00652978 0.00531312 0.00425039 0.00323402
internal_count=3121 2686 1995 1817 1521
is_linear=0
shrinkage=0.1


Tree=9442
num_leaves=6
num_cat=0
split_feature=4 151 0 47 15
split_gain=8.54682e-06 1.50211e-05 2.77534e-05 4.53608e-05 6.27852e-05
threshold=0.27834500000000006 -0.016164999999999995 -0.11756999999999999 0.085270000000000026 0.088235000000000022
decision_type=2 2 2 2 2
left_child=1 -1 -3 4 -4
right_child=-2 2 3 -5 -6
leaf_value=0.0098047199516023142 0.0078072403310554712 -0.016308293353732729 -0.01744927422253505 0.016813167189116782 0.012574588211987781
leaf_weight=0.001001455407933248 0.0011774318340659791 0.0012946905499080109 0.0018569163500112601 0.0012051655754895187 0.0011145629177605407
leaf_count=458 340 248 1172 269 634
internal_value=0 -0.0014552 -0.00351618 0.000449159 -0.00618772
internal_weight=0 0.00647279 0.00547134 0.00417664 0.00297148
internal_count=3121 2781 2323 2075 1806
is_linear=0
shrinkage=0.1


Tree=9443
num_leaves=7
num_cat=0
split_feature=457 15 151 2 4 0
split_gain=2.19506e-05 3.09091e-05 3.08072e-05 3.96726e-05 4.09224e-05 1.64273e-05
threshold=0.069910000000000014 0.088655000000000025 -0.0017399999999999998 0.10672500000000001 -0.084369999999999987 -0.08824499999999999
decision_type=2 2 2 2 2 2
left_child=1 2 -1 4 -4 -6
right_child=-2 -3 3 -5 5 -7
leaf_value=-0.00030379452564857173 0.00026607963660037887 -0.00035610521161464964 -0.00032654217747927052 0.00032390709600552776 -6.0504920053129002e-05 0.00028729414535749205
leaf_weight=0.001002228268484737 0.0010010184190954825 0.0010410679543909366 0.0012695092085335162 0.0016303367242308923 0.0010074832739419902 0.0010837726545001739
leaf_count=343 267 662 435 448 435 531
internal_value=0 -4.42494e-05 9.92131e-06 7.29164e-05 -4.88414e-05 0.000119738
internal_weight=0 0.0070344 0.00599333 0.0049911 0.00336077 0.00209126
internal_count=3121 2854 2192 1849 1401 966
is_linear=0
shrinkage=0.00196078


Tree=9444
num_leaves=6
num_cat=0
split_feature=50 15 16 2 0
split_gain=4.65841e-05 2.72503e-05 3.87409e-05 5.45187e-05 4.36813e-05
threshold=0.079410000000000008 -0.10653 -0.013324999999999998 0.092875000000000013 -0.053834999999999994
decision_type=2 2 2 2 2
left_child=1 -1 3 -3 -4
right_child=-2 2 4 -5 -6
leaf_value=0.00028034645466760581 -0.00040274948519674573 3.7675954048275597e-05 0.00044615323844727486 -0.00053042459279995218 -3.7754056280393125e-05
leaf_weight=0.0015343749601227268 0.0010021673445440816 0.0016663132526221686 0.0011196905301175224 0.0010642759824158932 0.001995056190483803
leaf_count=455 609 723 672 358 304
internal_value=0 4.77865e-05 -1.32595e-05 -0.000183747 0.000136201
internal_weight=0 0.00737971 0.00584534 0.00273059 0.00311475
internal_count=3121 2512 2057 1081 976
is_linear=0
shrinkage=0.00196078


Tree=9445
num_leaves=7
num_cat=0
split_feature=457 15 151 2 4 15
split_gain=1.82852e-05 3.01548e-05 2.86622e-05 3.47407e-05 3.44987e-05 5.33002e-05
threshold=0.069910000000000014 0.088655000000000025 -0.0017399999999999998 0.10672500000000001 -0.084369999999999987 -0.055554999999999993
decision_type=2 2 2 2 2 2
left_child=1 2 -1 4 -4 -6
right_child=-2 -3 3 -5 5 -7
leaf_value=-0.00028903643807102352 0.00023870082517749383 -0.00034947035508146553 -0.00029228291998805941 0.00030314160621522509 -0.00021221276066807508 0.00040814157955369008
leaf_weight=0.0010201604051855145 0.0010238557673218785 0.0010438915574363427 0.0013084803505831696 0.0016685004463112708 0.0010186152160177378 0.0011157514186569005
leaf_count=343 267 662 435 448 609 357
internal_value=0 -4.14062e-05 1.10419e-05 7.09337e-05 -4.16008e-05 0.000112081
internal_weight=0 0.0071754 0.00613151 0.00511135 0.00344285 0.00213437
internal_count=3121 2854 2192 1849 1401 966
is_linear=0
shrinkage=0.00196078


Tree=9446
num_leaves=6
num_cat=0
split_feature=13 3 12 1 0
split_gain=1.04047e-05 2.12952e-05 2.62065e-05 5.45776e-05 3.46227e-05
threshold=-0.23438999999999996 0.10893000000000001 0.092355000000000007 0.094090000000000021 -0.10224499999999999
decision_type=2 2 2 2 2
left_child=-1 2 3 4 -2
right_child=1 -3 -4 -5 -6
leaf_value=0.0094679806179988266 -0.01739080050599048 -0.014674556422071586 -0.010699520353826238 0.022600268164790428 0.0053916618024875823
leaf_weight=0.0010004627538698734 0.0010154208610027033 0.0010320059927858378 0.0014379027492581065 0.0012352368700514404 0.0019443068394285952
leaf_count=169 229 111 899 399 1314
internal_value=0 -0.00146865 0.000950826 0.0049442 -0.00242453
internal_weight=0 0.00666487 0.00563287 0.00419496 0.00295973
internal_count=3121 2952 2841 1942 1543
is_linear=0
shrinkage=0.1


Tree=9447
num_leaves=6
num_cat=0
split_feature=42 0 12 16 0
split_gain=1.02737e-05 1.37852e-05 3.11464e-05 2.64504e-05 5.64807e-05
threshold=-1.0000000180025095e-35 -0.060129999999999996 0.088365000000000013 -0.056919999999999991 -0.20211999999999997
decision_type=2 2 2 2 2
left_child=-1 2 3 4 -2
right_child=1 -3 -4 -5 -6
leaf_value=-0.0081179124152547227 -0.0057096006788851439 0.0086189792655644339 -0.015164581757839947 -0.0092203115483667324 0.026874277409632708
leaf_weight=0.0013049152979705278 0.0010950296441382583 0.0019514543464417607 0.0012066983189047949 0.001058662375090281 0.0010346006659952365
leaf_count=862 109 484 662 538 466
internal_value=0 0.00162473 -0.00148085 0.00369814 0.01012
internal_weight=0 0.00634645 0.00439499 0.00318829 0.00212963
internal_count=3121 2259 1775 1113 575
is_linear=0
shrinkage=0.1


Tree=9448
num_leaves=5
num_cat=0
split_feature=15 1 47 52
split_gain=9.49668e-06 3.43961e-05 4.51328e-05 1.73309e-05
threshold=0.035560000000000008 1.0000000180025095e-35 0.077555000000000013 -0.046924999999999988
decision_type=2 2 2 2
left_child=1 -1 3 -3
right_child=-2 2 -4 -5
leaf_value=-0.010766362088101129 -0.0064758698849853788 0.024133836309996198 -0.0048161349280573078 0.0070337101848512067
leaf_weight=0.0015714353605376262 0.0017601660441916448 0.0012109260756385646 0.0019348513681405918 0.0011608587235532241
leaf_count=851 1180 369 343 378
internal_value=0 0.00189727 0.00651806 0.0157643
internal_weight=0 0.00587807 0.00430664 0.00237178
internal_count=3121 1941 1090 747
is_linear=0
shrinkage=0.1


Tree=9449
num_leaves=7
num_cat=0
split_feature=50 160 3 48 2 16
split_gain=2.57003e-05 3.05763e-05 2.70356e-05 4.76243e-05 2.68987e-05 1.58381e-05
threshold=1.0000000180025095e-35 -0.081639999999999976 -0.091054999999999983 0.092475000000000016 0.084055000000000005 -0.091114999999999988
decision_type=2 2 2 2 2 2
left_child=1 -1 -3 4 -4 -6
right_child=-2 2 3 -5 5 -7
leaf_value=0.00034440712884302834 -0.00030024768231943849 0.00019005404984717331 2.130950557640094e-05 0.00025200622173567131 -0.00017699888136653056 -0.00051265273441017357
leaf_weight=0.001042708351872746 0.0010091133717302124 0.0017230691994992919 0.0011861214207864088 0.0011143227364684774 0.0010725337532138614 0.0010895133276624328
leaf_count=439 627 465 338 208 300 744
internal_value=0 3.37986e-05 -1.85611e-05 -9.91122e-05 -0.00021597 -0.000346144
internal_weight=0 0.00722827 0.00618556 0.00446249 0.00334817 0.00216205
internal_count=3121 2494 2055 1590 1382 1044
is_linear=0
shrinkage=0.00196078


Tree=9450
num_leaves=6
num_cat=0
split_feature=157 42 42 0 1
split_gain=1.37184e-05 2.50496e-05 3.69206e-05 4.71241e-05 3.25548e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 0.092145000000000019 -0.060129999999999996 0.094090000000000021
decision_type=2 2 2 2 2
left_child=-1 -2 3 4 -3
right_child=1 2 -4 -5 -6
leaf_value=-0.00021508932990458169 -0.00022124899462747755 -0.00015719282676422157 -0.00022741093291462835 0.00048621652587248118 0.00023353418459240143
leaf_weight=0.0010347311986396816 0.0012784887529043677 0.001631697888310653 0.0011744678356926741 0.0012525759403863102 0.0016477326023860393
leaf_count=571 795 652 592 203 308
internal_value=0 2.68266e-05 8.24059e-05 0.000162695 3.91259e-05
internal_weight=0 0.00698496 0.00570647 0.00453201 0.00327943
internal_count=3121 2550 1755 1163 960
is_linear=0
shrinkage=0.00196078


Tree=9451
num_leaves=6
num_cat=0
split_feature=51 4 42 4 4
split_gain=8.55746e-06 1.57211e-05 2.31835e-05 3.25628e-05 2.41506e-05
threshold=0.087505000000000013 0.36766000000000004 0.086325000000000013 0.055260000000000011 -0.059649999999999988
decision_type=2 2 2 2 2
left_child=1 2 3 4 -1
right_child=-2 -3 -4 -5 -6
leaf_value=0.001754423915389489 -0.0080787033888684977 0.012804846336543343 -0.011473219875902354 -0.011212095682267388 0.02063322347496839
leaf_weight=0.0018174825024861751 0.0011280432424779141 0.0010128005735655071 0.0014760743712526614 0.0011313009847089455 0.0010804176505497492
leaf_count=701 435 309 887 195 594
internal_value=0 0.00135474 -0.000751724 0.00317603 0.00879296
internal_weight=0 0.00651808 0.00550528 0.0040292 0.0028979
internal_count=3121 2686 2377 1490 1295
is_linear=0
shrinkage=0.1


Tree=9452
num_leaves=6
num_cat=0
split_feature=13 42 0 52 0
split_gain=8.91703e-06 2.99171e-05 2.58597e-05 2.65802e-05 2.66611e-05
threshold=-0.010739999999999998 0.075730000000000006 -0.019414999999999998 -0.069804999999999992 -0.14649999999999996
decision_type=2 2 2 2 2
left_child=1 -1 3 -2 -5
right_child=2 -3 -4 4 -6
leaf_value=0.015004480121309921 -0.020848490272813335 -0.0043372256024246441 0.010827702695859073 0.0099984855796600245 -0.011453839414340505
leaf_weight=0.0013950393686367468 0.0010068866111026696 0.0018739394014616571 0.0010338755333802706 0.0010903022370520855 0.0012361789890693174
leaf_count=465 282 1445 245 144 540
internal_value=0 0.00391686 -0.00298934 -0.00727483 -0.00140024
internal_weight=0 0.00326898 0.00436724 0.00333337 0.00232648
internal_count=3121 1910 1211 966 684
is_linear=0
shrinkage=0.1


Tree=9453
num_leaves=6
num_cat=0
split_feature=49 16 160 16 0
split_gain=7.84606e-06 2.20128e-05 3.2822e-05 9.56012e-05 5.77118e-05
threshold=-0.081404999999999991 0.38525000000000004 -0.063384999999999983 -0.0013749999999999997 -0.11756999999999999
decision_type=2 2 2 2 2
left_child=-1 2 -2 4 -4
right_child=1 -3 3 -5 -6
leaf_value=0.0080972747349544651 0.010872882348971085 0.012229782756757139 -0.014054294769348857 -0.032758561892600853 0.01281531324756994
leaf_weight=0.0010277701676402306 0.001202137722314243 0.0010176332740320067 0.0014303603898613395 0.0011351167682546407 0.0018119992706585582
leaf_count=240 722 302 264 356 1237
internal_value=0 -0.001296 -0.00376289 -0.00778215 0.00096184
internal_weight=0 0.00659725 0.00557961 0.00437748 0.00324236
internal_count=3121 2881 2579 1857 1501
is_linear=0
shrinkage=0.1


Tree=9454
num_leaves=5
num_cat=0
split_feature=51 1 4 3
split_gain=8.28622e-06 1.96806e-05 3.4875e-05 2.65184e-05
threshold=-0.076794999999999988 0.10937500000000001 -0.0016099999999999997 -0.047929999999999993
decision_type=2 2 2 2
left_child=-1 2 3 -2
right_child=1 -3 -4 -5
leaf_value=-0.0074847527732852014 -0.0022427479511363171 0.010926010671997884 -0.012214049243751177 0.017825383532929642
leaf_weight=0.0012464094512004897 0.0017596184465685789 0.0016253561628724149 0.0019208985352113378 0.0010522175802106205
leaf_count=537 1430 454 555 145
internal_value=0 0.00143227 -0.00182815 0.00526695
internal_weight=0 0.00635809 0.00473273 0.00281184
internal_count=3121 2584 2130 1575
is_linear=0
shrinkage=0.1


Tree=9455
num_leaves=6
num_cat=0
split_feature=42 160 43 16 0
split_gain=7.84766e-06 1.90343e-05 2.59466e-05 3.00131e-05 3.28308e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.074359999999999996 -0.056919999999999991 -0.15599999999999997
decision_type=2 2 2 2 2
left_child=-1 -2 -3 4 -4
right_child=1 2 3 -5 -6
leaf_value=-0.0071220572389220083 -0.0087698485368515496 0.016193207973448635 -0.0051475223195385144 -0.012792852822876899 0.018672879894427671
leaf_weight=0.0012932065670316203 0.0014180011647164309 0.0013484607633255548 0.0011750530876456736 0.0012213841883006154 0.0011399042309655171
leaf_count=862 828 482 114 322 513
internal_value=0 0.00142983 0.00439068 -0.000109804 0.00658184
internal_weight=0 0.0063028 0.0048848 0.00353634 0.00231496
internal_count=3121 2259 1431 949 627
is_linear=0
shrinkage=0.1


Tree=9456
num_leaves=5
num_cat=0
split_feature=15 1 47 15
split_gain=8.11449e-06 2.94716e-05 3.7936e-05 1.82511e-05
threshold=0.035560000000000008 1.0000000180025095e-35 0.077555000000000013 -0.092489999999999989
decision_type=2 2 2 2
left_child=1 -1 3 -3
right_child=-2 2 -4 -5
leaf_value=-0.01000991751854621 -0.0059925220261157156 0.0055633681580289562 -0.0043468319305462952 0.023191518285185127
leaf_weight=0.0015571535540112365 0.0017513146450618211 0.0011477980697619367 0.0019259911338084189 0.0012027650190906652
leaf_count=851 1180 305 343 442
internal_value=0 0.00176914 0.00605806 0.0145836
internal_weight=0 0.00583371 0.00427655 0.00235056
internal_count=3121 1941 1090 747
is_linear=0
shrinkage=0.1


Tree=9457
num_leaves=6
num_cat=0
split_feature=50 15 16 0 2
split_gain=3.12653e-05 3.89381e-05 3.45822e-05 6.25126e-05 3.63776e-05
threshold=0.079410000000000008 -0.10653 -0.013324999999999998 -0.053834999999999994 0.092875000000000013
decision_type=2 2 2 2 2
left_child=1 -1 4 -4 -3
right_child=-2 2 3 -5 -6
leaf_value=0.0003186800421675133 -0.00032849962749128636 -1.1436688186950347e-05 0.00048508380074515657 -9.7718979310461678e-05 -0.00047274821355531546
leaf_weight=0.0015292760386788522 0.0010051565823524199 0.0016757529790281185 0.0010989155790779789 0.001987073244106634 0.0010812739678859591
leaf_count=455 609 723 672 304 358
internal_value=0 4.01375e-05 -3.27646e-05 0.000109816 -0.000192358
internal_weight=0 0.00737229 0.00584302 0.00308599 0.00275703
internal_count=3121 2512 2057 976 1081
is_linear=0
shrinkage=0.00196078


Tree=9458
num_leaves=6
num_cat=0
split_feature=0 2 1 2 43
split_gain=7.84111e-06 1.97116e-05 0.000107902 3.73761e-05 1.64744e-05
threshold=0.10455500000000001 0.092875000000000013 0.10587000000000001 0.088225000000000012 -0.074359999999999996
decision_type=2 2 2 2 2
left_child=1 3 -3 4 -1
right_child=-2 2 -4 -5 -6
leaf_value=0.0046839994742189717 0.0077261661247702441 -0.033539199998665871 0.0075767962420893445 0.018514132913873611 -0.011179577088212682
leaf_weight=0.0013135674006939987 0.001114093085476134 0.0010208207426907286 0.0017032529776103494 0.0011335478186816315 0.0013050500617046148
leaf_count=606 168 698 372 401 876
internal_value=0 -0.00135616 -0.00783103 0.0033446 -0.00322199
internal_weight=0 0.00647624 0.00272407 0.00375217 0.00261862
internal_count=3121 2953 1070 1883 1482
is_linear=0
shrinkage=0.1


Tree=9459
num_leaves=6
num_cat=0
split_feature=12 160 151 4 13
split_gain=8.21121e-06 2.87775e-05 3.14075e-05 6.02842e-05 1.90066e-05
threshold=-0.010834999999999999 -1.0000000180025095e-35 -0.0056149999999999993 0.076415000000000025 -0.074044999999999986
decision_type=2 2 2 2 2
left_child=-1 -2 -3 4 -4
right_child=1 2 3 -5 -6
leaf_value=0.0081589774335746983 -0.014074654233593002 -0.013323508943020243 0.0084749132638671214 0.024348123525696458 -0.0084384172756501643
leaf_weight=0.0010556167962743473 0.0013961367320692326 0.0010472988204937687 0.001071350822451859 0.0012526527219107802 0.0017492907183510101
leaf_count=421 870 255 421 196 958
internal_value=0 -0.00134818 0.00212171 0.00609288 -0.00201431
internal_weight=0 0.00651673 0.00512059 0.00407329 0.00282064
internal_count=3121 2700 1830 1575 1379
is_linear=0
shrinkage=0.1


Tree=9460
num_leaves=6
num_cat=0
split_feature=150 15 43 43 15
split_gain=8.13509e-06 2.83922e-05 3.84169e-05 3.71702e-05 2.42376e-05
threshold=0.081835000000000019 -0.037864999999999989 -0.084004999999999982 0.016310000000000002 -0.15026499999999995
decision_type=2 2 2 2 2
left_child=1 4 -3 -4 -1
right_child=-2 2 3 -5 -6
leaf_value=0.0016230333323934869 0.007019815880363052 0.017512200978717033 -0.015823200459714526 0.0084984653305207603 -0.018850636770608938
leaf_weight=0.0010043767632632425 0.0013486597885458357 0.0013286510402375001 0.0012412451429737424 0.0012725868991458468 0.0013627969228955858
leaf_count=333 420 375 926 299 768
internal_value=0 -0.00154876 0.00375855 -0.00351075 -0.0101638
internal_weight=0 0.00620966 0.00384248 0.00251383 0.00236717
internal_count=3121 2701 1600 1225 1101
is_linear=0
shrinkage=0.1


Tree=9461
num_leaves=7
num_cat=0
split_feature=457 15 43 52 1 3
split_gain=2.17778e-05 2.46177e-05 2.04022e-05 3.38676e-05 3.11227e-05 1.8849e-05
threshold=0.069910000000000014 0.088655000000000025 -0.04890499999999999 0.077655000000000016 0.10708500000000001 -0.084074999999999997
decision_type=2 2 2 2 2 2
left_child=1 2 5 4 -4 -1
right_child=-2 -3 3 -5 -6 -7
leaf_value=-2.5072867312644325e-05 0.00026283257671873419 -0.00032644484252777721 -3.1440150852915341e-05 0.00017520623641216417 -0.00047283613046079361 0.00034119848145828022
leaf_weight=0.0010964081240277222 0.0010120859635114453 0.0010199428521528711 0.0014769546361180573 0.0012924307921200933 0.0010513323355193628 0.0010647921844034415
leaf_count=461 267 662 476 410 212 633
internal_value=0 -4.48797e-05 3.12838e-06 -8.29953e-05 -0.000214985 0.000155384
internal_weight=0 0.00700186 0.00598192 0.00382072 0.00252829 0.0021612
internal_count=3121 2854 2192 1098 688 1094
is_linear=0
shrinkage=0.00196078


Tree=9462
num_leaves=6
num_cat=0
split_feature=43 43 13 0 2
split_gain=9.03827e-06 2.96132e-05 1.63037e-05 1.86726e-05 2.94554e-05
threshold=-0.09225499999999999 -0.043144999999999996 -0.095304999999999987 -0.10011499999999998 0.092365000000000017
decision_type=2 2 2 2 2
left_child=-1 -2 -3 4 -4
right_child=1 2 3 -5 -6
leaf_value=-0.0065360708524083502 0.01744340081049452 0.0070606803336010814 0.012280740654208765 -0.015206041072430419 -0.011322415594501777
leaf_weight=0.0016618965263944969 0.0010054203493993722 0.0015530949672262449 0.001044740609950856 0.0012182916841217114 0.0010704456876760486
leaf_count=476 999 314 120 1060 152
internal_value=0 0.00181409 -0.00140166 -0.00534434 0.000335742
internal_weight=0 0.00589199 0.00488657 0.00333348 0.00211519
internal_count=3121 2645 1646 1332 272
is_linear=0
shrinkage=0.1


Tree=9463
num_leaves=7
num_cat=0
split_feature=457 15 151 2 4 15
split_gain=3.01143e-05 2.48069e-05 3.40465e-05 3.33356e-05 3.55981e-05 4.06788e-05
threshold=0.069910000000000014 0.088655000000000025 -0.0017399999999999998 0.10672500000000001 -0.084369999999999987 -0.055554999999999993
decision_type=2 2 2 2 2 2
left_child=1 2 -1 4 -4 -6
right_child=-2 -3 3 -5 5 -7
leaf_value=-0.00032659322443197287 0.0003159691636760743 -0.00032375911537531072 -0.00030083955468918679 0.00029964635910307175 -0.00016997582564342637 0.00037310409194199858
leaf_weight=0.0010050275694395783 0.0010124695446949187 0.0010496515672198158 0.0012742057495126169 0.0016260486317882816 0.0010153312682362231 0.00110998104462543
leaf_count=343 267 662 435 448 609 357
internal_value=0 -4.55641e-05 2.85703e-06 6.87415e-05 -4.17044e-05 0.000113657
internal_weight=0 0.00708025 0.00603059 0.00502557 0.00339952 0.00212531
internal_count=3121 2854 2192 1849 1401 966
is_linear=0
shrinkage=0.00196078


Tree=9464
num_leaves=5
num_cat=0
split_feature=2 4 43 0
split_gain=8.42455e-06 2.18662e-05 2.04567e-05 3.08131e-05
threshold=0.098260000000000014 0.033845000000000007 -0.074359999999999996 -0.10011499999999998
decision_type=2 2 2 2
left_child=2 -2 -1 -4
right_child=1 -3 3 -5
leaf_value=0.0053416018466894742 0.012150464426259317 -0.0042293551048564844 0.00080293672171316338 -0.021515248205361614
leaf_weight=0.001762114471526808 0.0016007751323137587 0.001660298979191771 0.0014541692662899132 0.0010766048295554184
leaf_count=923 492 447 237 1022
internal_value=0 0.00381107 -0.0029312 -0.00869134
internal_weight=0 0.00326107 0.00429289 0.00253077
internal_count=3121 939 2182 1259
is_linear=0
shrinkage=0.1


Tree=9465
num_leaves=5
num_cat=0
split_feature=43 12 3 1
split_gain=8.6191e-06 2.49513e-05 3.71877e-05 2.04188e-05
threshold=-0.09225499999999999 0.092355000000000007 -0.020429999999999997 0.10557500000000002
decision_type=2 2 2 2
left_child=-1 2 -2 -4
right_child=1 -3 3 -5
leaf_value=-0.006371842600640807 0.017612702931467099 -0.010780493963504677 -0.0094644920474495162 0.0068856974836697454
leaf_weight=0.0016645482610000142 0.0015798701101645842 0.0012465628495712351 0.0015266936578309607 0.001528538963905287
leaf_count=476 1260 731 316 338
internal_value=0 0.0017789 0.00515662 -0.00128446
internal_weight=0 0.00588167 0.0046351 0.00305523
internal_count=3121 2645 1914 654
is_linear=0
shrinkage=0.1


Tree=9466
num_leaves=5
num_cat=0
split_feature=15 1 3 2
split_gain=8.76058e-06 2.92793e-05 3.85409e-05 3.16005e-05
threshold=0.035560000000000008 1.0000000180025095e-35 0.10893000000000001 1.0000000180025095e-35
decision_type=2 2 2 2
left_child=1 -1 3 -3
right_child=-2 2 -4 -5
leaf_value=-0.0099252345635388473 -0.0062449918086536146 0.00039770641098057314 -0.0087550107024302447 0.021077659340830262
leaf_weight=0.0015481523814670512 0.0017377382723356479 0.0012920998057686119 0.0012336398690617929 0.0017259222981081204
leaf_count=851 1180 399 222 469
internal_value=0 0.00184936 0.00613684 0.012224
internal_weight=0 0.00579981 0.00425166 0.00301802
internal_count=3121 1941 1090 868
is_linear=0
shrinkage=0.1


Tree=9467
num_leaves=5
num_cat=0
split_feature=0 151 2 4
split_gain=9.2024e-06 2.32941e-05 4.53195e-05 2.06845e-05
threshold=-0.060129999999999996 -0.0083949999999999979 0.092235000000000025 -0.35136499999999998
decision_type=2 2 2 2
left_child=1 -1 -3 -2
right_child=3 2 -4 -5
leaf_value=-0.014224267289253072 -0.0042830696601819408 -0.0089339088096986909 0.01311177332528604 0.013837520259681498
leaf_weight=0.0012652909730487098 0.0012411502680060517 0.0019756126563067779 0.0017660319321402924 0.001279189587961868
leaf_count=487 227 1372 689 346
internal_value=0 -0.00249493 0.00147151 0.00491397
internal_weight=0 0.00500694 0.00374164 0.00252034
internal_count=3121 2548 2061 573
is_linear=0
shrinkage=0.1


Tree=9468
num_leaves=7
num_cat=0
split_feature=50 16 16 49 12 15
split_gain=2.86589e-05 4.36265e-05 4.77691e-05 2.88659e-05 2.66766e-05 2.37777e-05
threshold=1.0000000180025095e-35 -0.014034999999999997 0.071345000000000006 -0.026779999999999995 0.09141500000000001 -0.10653
decision_type=2 2 2 2 2 2
left_child=1 3 -3 -1 -4 -5
right_child=-2 2 4 5 -6 -7
leaf_value=0.00013289731655540457 -0.00031583971418298467 0.00052268223809166835 -0.00018592547277556263 -7.7278499657576217e-06 0.000239878246462963 -0.00039022558077677846
leaf_weight=0.0012922357449675972 0.0010051660722385277 0.0011566006812194791 0.0011007709233658513 0.0010912027831354598 0.0011636988205164654 0.001462033293279932
leaf_count=231 627 572 227 315 292 857
internal_value=0 3.74041e-05 0.000198482 -0.000105896 3.28928e-05 -0.000226754
internal_weight=0 0.00726654 0.00342107 0.00384547 0.00226447 0.00255324
internal_count=3121 2494 1091 1403 519 1172
is_linear=0
shrinkage=0.00196078


Tree=9469
num_leaves=7
num_cat=0
split_feature=50 160 13 13 4 13
split_gain=2.50135e-05 3.03415e-05 2.72601e-05 4.69502e-05 5.27879e-05 2.11519e-05
threshold=1.0000000180025095e-35 -0.081639999999999976 -0.074044999999999986 0.016935000000000002 0.018150000000000003 -0.15714499999999998
decision_type=2 2 2 2 2 2
left_child=1 -1 5 4 -4 -3
right_child=-2 2 3 -5 -6 -7
leaf_value=0.00034353113319000411 -0.00029599816803357177 -2.1314732725520408e-05 -0.00062228094427807664 0.00015530977594374463 -4.2259054251827453e-05 0.00035996212458669591
leaf_weight=0.0010279560186325079 0.0010236429243856817 0.0012281174368670245 0.0010313351311867767 0.0015108406084098124 0.0014534003791374143 0.0010273812136535408
leaf_count=439 627 153 640 376 271 615
internal_value=0 3.13538e-05 -1.99821e-05 -0.000117267 -0.000283008 0.000152357
internal_weight=0 0.00727903 0.00625107 0.00399558 0.00248474 0.0022555
internal_count=3121 2494 2055 1287 911 768
is_linear=0
shrinkage=0.00196078


Tree=9470
num_leaves=6
num_cat=0
split_feature=15 151 49 0 52
split_gain=8.44899e-06 1.66536e-05 2.81917e-05 4.6648e-05 4.32792e-05
threshold=-0.11713499999999999 -0.024429999999999997 -0.039339999999999993 -0.10011499999999998 0.083680000000000018
decision_type=2 2 2 2 2
left_child=-1 -2 -3 -4 -5
right_child=1 2 3 4 -6
leaf_value=-0.0071391091111610867 0.012931505327639294 -0.01555708910124645 0.021135658776615759 -0.015869374601853194 0.0080470027244534652
leaf_weight=0.0013672461319747947 0.0010639033835065483 0.0010352609374062235 0.0010455678979018829 0.0014463918508706493 0.001586648594197438
leaf_count=484 447 179 205 1036 770
internal_value=0 0.00154836 -0.000819819 0.0029209 -0.0033582
internal_weight=0 0.00617777 0.00511387 0.00407861 0.00303304
internal_count=3121 2637 2190 2011 1806
is_linear=0
shrinkage=0.1


Tree=9471
num_leaves=6
num_cat=0
split_feature=457 1 4 15 52
split_gain=2.37108e-05 2.77362e-05 3.58116e-05 2.97137e-05 2.42451e-05
threshold=0.069910000000000014 0.11588000000000001 -0.076229999999999978 -0.095244999999999982 0.090245000000000006
decision_type=2 2 2 2 2
left_child=1 2 4 -4 -1
right_child=-2 -3 3 -5 -6
leaf_value=0.00023618484097302336 0.00028086885427606393 0.00018748144322916756 -7.5290142977106411e-05 -0.00047382422839371385 -0.00015365134104837559
leaf_weight=0.0013887327957350609 0.0010017582730191691 0.0015708649439573272 0.0015804927913529146 0.0013199520158801586 0.0010985743436892508
leaf_count=799 267 382 373 1075 225
internal_value=0 -4.17773e-05 -0.000108621 -0.000256657 6.4005e-05
internal_weight=0 0.00695862 0.00538775 0.00290044 0.00248731
internal_count=3121 2854 2472 1448 1024
is_linear=0
shrinkage=0.00196078


Tree=9472
num_leaves=6
num_cat=0
split_feature=0 1 150 16 4
split_gain=8.70901e-06 2.3506e-05 2.50376e-05 2.25394e-05 1.88343e-05
threshold=-0.060129999999999996 0.077565000000000009 0.081835000000000019 -0.078844999999999985 -0.35136499999999998
decision_type=2 2 2 2 2
left_child=1 -1 3 -3 -2
right_child=4 2 -4 -5 -6
leaf_value=-0.015758983929353113 -0.0040066645857683445 0.0041522318793654677 0.014542798169398977 -0.013483720230322863 0.013266236343078476
leaf_weight=0.0010475889124512425 0.0012431383944854421 0.0016470312864620463 0.001024877131764172 0.0012940410108762113 0.0012825802803048889
leaf_count=1457 227 384 232 475 346
internal_value=0 -0.0024362 0.00108296 -0.0036074 0.00476465
internal_weight=0 0.00501354 0.00396595 0.00294107 0.00252572
internal_count=3121 2548 1091 859 573
is_linear=0
shrinkage=0.1


Tree=9473
num_leaves=6
num_cat=0
split_feature=0 1 48 15 47
split_gain=7.85654e-06 2.36939e-05 2.30498e-05 2.59172e-05 4.44969e-05
threshold=0.041630000000000007 0.077565000000000009 0.092150000000000024 -0.016799999999999995 1.0000000180025095e-35
decision_type=2 2 2 2 2
left_child=1 -1 3 4 -3
right_child=-2 2 -4 -5 -6
leaf_value=-0.013655444736579373 0.0067887745152593604 0.012709619046139254 -0.0092463120942415881 0.017205775369241085 -0.015910685972958288
leaf_weight=0.0012807540701181685 0.0013828412803653664 0.0011627883886883819 0.0013911223193847004 0.0012928566592109564 0.0010195246775209824
leaf_count=1554 252 381 216 504 214
internal_value=0 -0.00155362 0.00163145 0.00598585 -0.000661106
internal_weight=0 0.00614705 0.00486629 0.00347517 0.00218231
internal_count=3121 2869 1315 1099 595
is_linear=0
shrinkage=0.1


Tree=9474
num_leaves=6
num_cat=0
split_feature=51 43 43 48 1
split_gain=1.621e-05 2.13199e-05 2.9542e-05 2.46838e-05 4.68691e-05
threshold=-0.076794999999999988 -0.15323999999999996 -0.0037449999999999996 0.085875000000000021 0.077565000000000009
decision_type=2 2 2 2 2
left_child=-1 -2 -3 4 -4
right_child=1 2 3 -5 -6
leaf_value=-0.00020192038203038694 0.00029368281280832252 -0.00025949560856870096 -9.8318474073401672e-05 -0.00013790990718228505 0.00040971815440057576
leaf_weight=0.0012952279536148211 0.0010540553817368955 0.001379522265614168 0.0012855106825220863 0.0014419456212157169 0.0015280472431188166
leaf_count=537 223 1370 344 219 428
internal_value=0 3.77329e-05 -1.01436e-05 7.06898e-05 0.000177597
internal_weight=0 0.00668908 0.00563503 0.0042555 0.00281356
internal_count=3121 2584 2361 991 772
is_linear=0
shrinkage=0.00196078


Tree=9475
num_leaves=6
num_cat=0
split_feature=12 15 12 3 0
split_gain=2.4723e-05 2.5598e-05 3.80363e-05 2.91042e-05 3.17034e-05
threshold=0.10388500000000002 0.088235000000000022 0.084100000000000022 0.11296500000000002 -0.084674999999999986
decision_type=2 2 2 2 2
left_child=1 2 3 4 -1
right_child=-2 -3 -4 -5 -6
leaf_value=1.9060491650551109e-05 -0.00028331984386286509 0.00029131699205987155 -0.00027334242941813103 -0.00015511942941936249 0.00044475468430698581
leaf_weight=0.0016320379497988292 0.0010944092758273984 0.001222862616325455 0.0016432001628543785 0.0013657314908682369 0.0011441743950815078
leaf_count=425 349 600 1212 215 320
internal_value=0 3.35641e-05 -2.09197e-05 7.9222e-05 0.000194504
internal_weight=0 0.00700801 0.00578514 0.00414194 0.00277621
internal_count=3121 2772 2172 960 745
is_linear=0
shrinkage=0.00196078


Tree=9476
num_leaves=6
num_cat=0
split_feature=47 0 12 1 13
split_gain=1.35953e-05 1.95862e-05 2.35563e-05 5.80564e-05 4.00046e-05
threshold=0.09550500000000002 -0.22491999999999998 0.088245000000000004 0.092845000000000025 -0.016469999999999995
decision_type=2 2 2 2 2
left_child=1 -1 3 -3 -4
right_child=-2 2 4 -5 -6
leaf_value=0.00019749182338985941 0.00015284313058048558 -0.00049688929704257167 -0.00016922975782290747 0.0001148105370563464 0.00030759935812283204
leaf_weight=0.0010611996748687291 0.0016876213137202193 0.0013958797099267901 0.0016318993758893572 0.0010417035947057575 0.0011554074584323845
leaf_count=103 314 978 731 442 553
internal_value=0 -4.53675e-05 -9.46934e-05 -0.000235479 2.84277e-05
internal_weight=0 0.00628609 0.00522489 0.00243758 0.00278731
internal_count=3121 2807 2704 1420 1284
is_linear=0
shrinkage=0.00196078


Tree=9477
num_leaves=6
num_cat=0
split_feature=47 160 16 0 52
split_gain=8.33564e-06 1.73386e-05 2.99534e-05 3.73072e-05 2.97973e-05
threshold=0.09550500000000002 -0.063384999999999983 -0.078844999999999985 -0.10151999999999999 0.09086000000000001
decision_type=2 2 2 2 2
left_child=1 -1 3 -3 -4
right_child=-2 2 4 -5 -6
leaf_value=0.0090125284883218661 0.0063948011592988687 -0.0083964376543778745 -0.021621507113134614 0.017010310628068084 0.0007669363021135414
leaf_weight=0.0011960932190642429 0.0015928664165856662 0.0012154832172865636 0.00141159185323725 0.0011019032952146531 0.001026954205970095
leaf_count=715 314 257 908 745 182
internal_value=0 -0.00174988 -0.00445657 0.00368432 -0.012193
internal_weight=0 0.00595203 0.00475593 0.00231739 0.00243855
internal_count=3121 2807 2092 1002 1090
is_linear=0
shrinkage=0.1


Tree=9478
num_leaves=6
num_cat=0
split_feature=51 43 12 2 4
split_gain=8.47333e-06 1.47113e-05 3.20602e-05 2.67978e-05 3.18185e-05
threshold=-0.076794999999999988 -0.14968999999999996 0.092355000000000007 0.088225000000000012 0.033845000000000007
decision_type=2 2 2 2 2
left_child=-1 -2 3 -3 -5
right_child=1 2 -4 4 -6
leaf_value=-0.0076205765747008204 0.012505046500191406 -0.0097849520744334624 -0.015460547265123394 0.018144593654842497 -0.0023817174486524921
leaf_weight=0.0012298661066445019 0.0010112576785157677 0.0011194227137523438 0.0011462884919243048 0.0015784573632364391 0.0014479417344752884
leaf_count=537 234 950 627 445 328
internal_value=0 0.0014535 -0.000658313 0.00343439 0.00832404
internal_weight=0 0.00630337 0.00529211 0.00414582 0.0030264
internal_count=3121 2584 2350 1723 773
is_linear=0
shrinkage=0.1


Tree=9479
num_leaves=6
num_cat=0
split_feature=43 133 1 4 3
split_gain=9.16995e-06 2.64256e-05 3.74641e-05 2.11307e-05 1.98805e-05
threshold=-0.09225499999999999 0.076280000000000014 0.104035 -0.0016099999999999997 0.11296500000000002
decision_type=2 2 2 2 2
left_child=-1 2 3 -2 -4
right_child=1 -3 4 -5 -6
leaf_value=-0.006598515453678561 -0.0019684983324956347 0.016159397865792745 0.018731210802688827 -0.020220022567664378 -0.00044302015833796988
leaf_weight=0.0016551128704330913 0.0015724727617344545 0.0010554103522476908 0.0010033300423327638 0.001063238209966447 0.0011728538289348107
leaf_count=476 972 827 295 352 199
internal_value=0 0.00182957 -0.00131344 -0.00933111 0.00839726
internal_weight=0 0.00586731 0.00481189 0.00263571 0.00217618
internal_count=3121 2645 1818 1324 494
is_linear=0
shrinkage=0.1


Tree=9480
num_leaves=7
num_cat=0
split_feature=457 151 4 16 133 1
split_gain=2.20251e-05 2.38514e-05 4.7039e-05 3.19947e-05 2.8269e-05 5.12782e-05
threshold=0.045365000000000009 -0.0056149999999999993 0.24564500000000003 -0.091354999999999978 1.0000000180025095e-35 0.080000000000000016
decision_type=2 2 2 2 2 2
left_child=1 -1 3 -3 5 -5
right_child=-2 2 -4 4 -6 -7
leaf_value=-0.00031982449198966984 0.0002661098702416892 -0.00038734096979937743 0.00034375925402072141 0.00044048720876113076 -0.00027134495769623229 -0.00012138235553575199
leaf_weight=0.0010329506668119385 0.001001532599760155 0.0010543233641629704 0.0012332300159257304 0.00106554046936405 0.0010439185031078687 0.0015086833198493274
leaf_count=324 289 415 324 555 677 537
internal_value=0 -4.49431e-05 3.13578e-06 -8.67669e-05 8.20142e-07 0.000111191
internal_weight=0 0.00693865 0.0059057 0.00467247 0.00361814 0.00257422
internal_count=3121 2832 2508 2184 1769 1092
is_linear=0
shrinkage=0.00196078


Tree=9481
num_leaves=7
num_cat=0
split_feature=50 16 16 15 0 12
split_gain=3.14315e-05 3.42159e-05 4.70209e-05 2.71154e-05 5.25395e-05 2.52536e-05
threshold=0.079410000000000008 -0.014034999999999997 0.071345000000000006 -0.10653 -0.10224499999999999 0.09141500000000001
decision_type=2 2 2 2 2 2
left_child=1 3 -3 -1 -5 -4
right_child=-2 2 5 4 -6 -7
leaf_value=0.00015703692302276525 -0.00033171306835447114 0.00050781489712444048 -0.00019396934144158941 -0.0004471441866077739 0.00010320556401248006 0.00021779645330173385
leaf_weight=0.0012058540270934227 0.0010026694096405397 0.0011345844910732429 0.001102952086745505 0.0014662292340940496 0.0012233484093476291 0.0011909950971074363
leaf_count=339 609 578 227 227 844 297
internal_value=0 3.84517e-05 0.000181306 -8.72807e-05 -0.000196819 1.98155e-05
internal_weight=0 0.00732396 0.00342853 0.00389543 0.00268958 0.00229395
internal_count=3121 2512 1102 1410 1071 524
is_linear=0
shrinkage=0.00196078


Tree=9482
num_leaves=6
num_cat=0
split_feature=457 15 15 3 12
split_gain=3.70428e-05 3.09999e-05 2.52326e-05 5.80777e-05 2.88393e-05
threshold=0.069910000000000014 1.0000000180025095e-35 -0.016799999999999995 0.095270000000000007 0.088365000000000013
decision_type=2 2 2 2 2
left_child=1 2 3 4 -1
right_child=-2 -3 -4 -5 -6
leaf_value=0.00034924151252405838 0.00034138596220955898 -0.0002770429204882186 0.00020015573315007346 -0.00040781170479431352 -0.00010606284748287172
leaf_weight=0.0010499557288141483 0.0010272613991553804 0.0018291927413913089 0.0018990545222818157 0.001302629476031299 0.0010902464815345397
leaf_count=547 267 1167 385 186 569
internal_value=0 -5.67324e-05 1.87074e-05 -8.1379e-05 0.000117304
internal_weight=0 0.00717108 0.00534189 0.00344283 0.0021402
internal_count=3121 2854 1687 1302 1116
is_linear=0
shrinkage=0.00196078


Tree=9483
num_leaves=6
num_cat=0
split_feature=42 49 1 16 2
split_gain=8.12005e-06 2.12511e-05 2.21703e-05 2.95886e-05 2.87431e-05
threshold=0.092620000000000022 -0.00064499999999999985 0.111945 -0.084119999999999986 0.090050000000000005
decision_type=2 2 2 2 2
left_child=1 -1 3 -3 -5
right_child=-2 2 -4 4 -6
leaf_value=-0.0078081505835737239 -0.0078098953917759631 -0.01259663864574632 0.016974048829299617 0.018847434437419392 -0.0033454234561710035
leaf_weight=0.0018163436621330391 0.0011408902604281004 0.0010978735023826278 0.0011523979428136209 0.0011220301738966542 0.0012161116811898796
leaf_count=583 630 569 238 633 468
internal_value=0 0.00134713 0.00497129 0.000945708 0.00730451
internal_weight=0 0.00640476 0.00458841 0.00343602 0.00233814
internal_count=3121 2491 1908 1670 1101
is_linear=0
shrinkage=0.1


Tree=9484
num_leaves=7
num_cat=0
split_feature=50 457 16 16 15 1
split_gain=3.3836e-05 2.54129e-05 3.38356e-05 6.59641e-05 2.85566e-05 4.35993e-05
threshold=0.079410000000000008 0.080930000000000016 -0.014034999999999997 0.15891500000000003 -0.10653 0.086920000000000011
decision_type=2 2 2 2 2 2
left_child=1 2 4 -4 -1 -6
right_child=-2 -3 3 -5 5 -7
leaf_value=0.00010244806836410414 -0.00034297326227534548 0.00032595614608552803 0.00049119262747217849 -9.1989013061324093e-05 -8.0490772103250682e-06 -0.0005726244704743307
leaf_weight=0.001155521140010374 0.0010045000853618332 0.0010321205874762682 0.0012404677898334743 0.001869549868715691 0.0010871383203708072 0.0010186510312674224
leaf_count=324 609 248 507 460 794 179
internal_value=0 4.05328e-05 -5.70422e-06 0.00014062 -0.00014524 -0.000281156
internal_weight=0 0.00740345 0.00637133 0.00311002 0.00326131 0.00210579
internal_count=3121 2512 2264 967 1297 973
is_linear=0
shrinkage=0.00196078


Tree=9485
num_leaves=6
num_cat=0
split_feature=42 160 151 4 3
split_gain=9.29884e-06 1.88439e-05 2.46113e-05 3.96159e-05 2.86175e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.0056149999999999993 0.076415000000000025 -0.077644999999999978
decision_type=2 2 2 2 2
left_child=-1 -2 -3 4 -4
right_child=1 2 3 -5 -6
leaf_value=-0.0078121856133469801 -0.0086047905708560753 -0.0090487338761979699 0.013269359950309765 0.023430067938359167 -0.0077924922320073906
leaf_weight=0.0012778527231603991 0.0014157894515114322 0.0010499518273159362 0.0011439708441979462 0.0011837500815200801 0.0014793843835452314
leaf_count=862 828 307 548 234 342
internal_value=0 0.00154694 0.00450608 0.00824433 0.00139198
internal_weight=0 0.00627285 0.00485706 0.00380711 0.00262336
internal_count=3121 2259 1431 1124 890
is_linear=0
shrinkage=0.1


Tree=9486
num_leaves=6
num_cat=0
split_feature=50 3 3 2 52
split_gain=2.24406e-05 2.5539e-05 3.13094e-05 3.62883e-05 4.59418e-05
threshold=1.0000000180025095e-35 -0.10519499999999998 -0.075944999999999985 0.10613000000000002 -0.066844999999999988
decision_type=2 2 2 2 2
left_child=1 -1 -3 4 -4
right_child=-2 2 3 -5 -6
leaf_value=0.00024838052386076502 -0.00027477880066604919 -0.00033906211936872975 -0.00013134806345278785 -0.00017732920830828479 0.00038353551729063557
leaf_weight=0.0016839846109040985 0.0010130061188622676 0.0010126031069951844 0.0010972590994099952 0.0017734654375705151 0.0016962600227573834
leaf_count=342 627 1174 212 396 370
internal_value=0 3.67449e-05 -2.71291e-05 4.20334e-05 0.000181296
internal_weight=0 0.00726357 0.00557959 0.00456698 0.00279352
internal_count=3121 2494 2152 978 582
is_linear=0
shrinkage=0.00196078


Tree=9487
num_leaves=6
num_cat=0
split_feature=457 15 15 3 12
split_gain=2.4498e-05 2.51037e-05 3.01883e-05 5.35406e-05 2.31173e-05
threshold=0.064110000000000014 1.0000000180025095e-35 -0.016799999999999995 0.095270000000000007 0.088365000000000013
decision_type=2 2 2 2 2
left_child=1 2 3 4 -1
right_child=-2 -3 -4 -5 -6
leaf_value=0.00031780613038911434 0.00028318040689416724 -0.00024419065306982676 0.00022534723774589137 -0.00040206647800738972 -9.4848372804670568e-05
leaf_weight=0.0010223983024732354 0.0010000995552456636 0.0018044272400172551 0.0018499899826686771 0.0012806081787304683 0.0010663032074427609
leaf_count=546 270 1167 383 186 569
internal_value=0 -4.48247e-05 2.41005e-05 -8.63982e-05 0.000107142
internal_weight=0 0.00702373 0.0052193 0.00336931 0.0020887
internal_count=3121 2851 1684 1301 1115
is_linear=0
shrinkage=0.00196078


Tree=9488
num_leaves=6
num_cat=0
split_feature=15 15 52 3 3
split_gain=8.73791e-06 1.82622e-05 3.15655e-05 2.92817e-05 3.60776e-05
threshold=-0.11713499999999999 -0.031204999999999997 -0.0027449999999999996 0.10542000000000001 -0.078724999999999976
decision_type=2 2 2 2 2
left_child=-1 2 -2 4 -3
right_child=1 3 -4 -5 -6
leaf_value=-0.0072687031967866109 -0.0037139962433902366 0.00035079903799621831 0.020637211549090283 0.011866618163116703 -0.022906291569795734
leaf_weight=0.0013678919254909864 0.0010154898817909966 0.001990895941013318 0.0011187873408939229 0.001064874634724558 0.0010030483798247822
leaf_count=484 525 1195 386 94 437
internal_value=0 0.00156236 0.0090509 -0.00237538 -0.00744092
internal_weight=0 0.0061931 0.00213428 0.00405882 0.00299394
internal_count=3121 2637 911 1726 1632
is_linear=0
shrinkage=0.1


Tree=9489
num_leaves=6
num_cat=0
split_feature=52 12 1 48 43
split_gain=8.46959e-06 2.05913e-05 4.28548e-05 5.41525e-05 2.48102e-05
threshold=0.11434500000000002 0.095110000000000014 0.11181500000000001 0.083985000000000018 -0.0037449999999999996
decision_type=2 2 2 2 2
left_child=1 2 3 4 -1
right_child=-2 -3 -4 -5 -6
leaf_value=-0.016159525032133019 -0.0079768444440268902 0.011653694123099632 -0.01824243558484177 0.021833591656010617 0.0037297388106992593
leaf_weight=0.0010620611523637945 0.0011392816601691474 0.001495716318951657 0.0011926770761743004 0.0011277764746971696 0.0015317026989964116
leaf_count=966 501 558 294 329 473
internal_value=0 0.00138022 -0.00174666 0.00353989 -0.00441426
internal_weight=0 0.00640993 0.00491422 0.00372154 0.00259376
internal_count=3121 2620 2062 1768 1439
is_linear=0
shrinkage=0.1


Tree=9490
num_leaves=6
num_cat=0
split_feature=12 160 0 0 4
split_gain=9.17225e-06 2.34438e-05 2.88476e-05 3.87177e-05 2.66845e-05
threshold=-0.010834999999999999 -1.0000000180025095e-35 -0.053834999999999994 -0.11756999999999999 0.0061450000000000003
decision_type=2 2 2 2 2
left_child=-1 -2 3 -3 -5
right_child=1 2 -4 4 -6
leaf_value=0.0086676693059838331 -0.012937066693140296 -0.0047033779203506472 -0.01073317444821119 0.0041742532524422626 0.027248592391547435
leaf_weight=0.0010446901956962448 0.0013907395326497353 0.0017301575153975406 0.001364541466778656 0.0010020635536444325 0.0010026901446845847
leaf_count=421 870 251 308 1075 196
internal_value=0 -0.00142843 0.00171025 0.00625642 0.015715
internal_weight=0 0.00649019 0.00509945 0.00373491 0.00200475
internal_count=3121 2700 1830 1522 1271
is_linear=0
shrinkage=0.1


Tree=9491
num_leaves=6
num_cat=0
split_feature=16 1 160 15 43
split_gain=9.00283e-06 2.61121e-05 2.51512e-05 2.2272e-05 2.15804e-05
threshold=-0.014034999999999997 0.085110000000000005 -0.010514999999999998 -0.10653 -0.074359999999999996
decision_type=2 2 2 2 2
left_child=1 -1 -2 -3 -4
right_child=2 3 4 -5 -6
leaf_value=-0.016206686730699565 0.017066002641654913 0.012504149746696468 0.0083262973785106376 -0.0049600427937800482 -0.011105252621004126
leaf_weight=0.0011155380533184852 0.0010066235540616727 0.0011725865770035526 0.0010863899441356326 0.0019356975153794543 0.0012059958376840489
leaf_count=1076 466 282 389 545 363
internal_value=0 -0.00308207 0.00388958 0.00162825 -0.0018964
internal_weight=0 0.00422382 0.00329901 0.00310828 0.00229239
internal_count=3121 1903 1218 827 752
is_linear=0
shrinkage=0.1


Tree=9492
num_leaves=6
num_cat=0
split_feature=43 133 42 16 2
split_gain=8.84983e-06 2.2987e-05 4.18727e-05 3.18631e-05 1.9021e-05
threshold=-0.09225499999999999 0.076280000000000014 0.082250000000000004 -0.0092699999999999987 0.092875000000000013
decision_type=2 2 2 2 2
left_child=-1 2 3 4 -2
right_child=1 -3 -4 -5 -6
leaf_value=-0.0064891283533677086 0.0061640451023473588 0.015152445853716019 -0.019072585708436784 0.016062170531572158 -0.011536321505873566
leaf_weight=0.0016510856045314735 0.0011590218404914886 0.0010567647967772284 0.0010242550488418281 0.0013468647480840458 0.0012749480995873554
leaf_count=476 467 827 671 382 298
internal_value=0 0.00179926 -0.00113745 0.0037213 -0.00310766
internal_weight=0 0.00586185 0.00480509 0.00378083 0.00243397
internal_count=3121 2645 1818 1147 765
is_linear=0
shrinkage=0.1


Tree=9493
num_leaves=7
num_cat=0
split_feature=457 3 43 13 13 16
split_gain=2.83042e-05 3.69555e-05 6.84613e-05 5.15578e-05 4.42678e-05 2.94507e-05
threshold=0.069910000000000014 -0.078934999999999991 -0.067199999999999996 -0.095304999999999987 -0.017449999999999997 -0.074319999999999983
decision_type=2 2 2 2 2 2
left_child=1 4 -3 -4 -1 -5
right_child=-2 2 3 5 -6 -7
leaf_value=-0.00054131829759926451 0.00029702867256980396 0.00050524673593215289 0.00024035507821044798 -0.00046736639760816735 -2.6258109979273218e-05 -2.1436585058328267e-05
leaf_weight=0.0010777474239301299 0.0010256773447584301 0.0010143501517841129 0.0012958526325189974 0.00116543164684811 0.0015851394580911938 0.0011133817678994243
leaf_count=920 267 405 199 233 717 380
internal_value=0 -5.09681e-05 5.56571e-05 -7.19189e-05 -0.000234718 -0.000249494
internal_weight=0 0.0072519 0.00458902 0.00357467 0.00266289 0.00227881
internal_count=3121 2854 1217 812 1637 613
is_linear=0
shrinkage=0.00196078


Tree=9494
num_leaves=7
num_cat=0
split_feature=457 2 52 0 16 13
split_gain=2.97654e-05 3.87576e-05 5.34043e-05 4.97997e-05 7.05964e-05 5.36536e-05
threshold=0.069910000000000014 0.11293500000000002 0.10160000000000001 -0.084269999999999984 -0.15012499999999998 -0.0034749999999999994
decision_type=2 2 2 2 2 2
left_child=1 2 3 4 -1 -5
right_child=-2 -3 -4 5 -6 -7
leaf_value=0.00011651517893878926 0.00031015082222637605 0.00019857794229210572 -0.00053063401339628819 0.00044976151439616988 -0.00060765896269424329 -0.00016163363031979118
leaf_weight=0.0010125964074830848 0.0010278384343540082 0.0018418383026683905 0.0010372944600212774 0.0012016649744347489 0.0010586448358882736 0.0010204743025600581
leaf_count=161 267 482 472 607 756 376
internal_value=0 -4.66319e-05 -0.000131356 -3.48892e-05 -0.000253622 0.00016899
internal_weight=0 0.00717251 0.00533067 0.00429338 0.00207124 0.00222214
internal_count=3121 2854 2372 1900 917 983
is_linear=0
shrinkage=0.00196078


Tree=9495
num_leaves=6
num_cat=0
split_feature=457 133 43 13 4
split_gain=1.74659e-05 2.25733e-05 4.56703e-05 4.61249e-05 3.36881e-05
threshold=0.032140000000000009 0.091410000000000005 -0.067899999999999974 -0.095304999999999987 0.053180000000000012
decision_type=2 2 2 2 2
left_child=1 2 -1 -4 -5
right_child=-2 -3 3 4 -6
leaf_value=0.00025098988317152741 0.00023317912598651451 -0.00030239894747888425 0.00019369576172776571 -0.00048761917623325001 -4.5126567693795972e-05
leaf_weight=0.0019569168005357175 0.0010218931215082603 0.0010763014936454752 0.0012538956189432804 0.0013022306577265129 0.0013444056362954023
leaf_count=900 296 576 270 870 209
internal_value=0 -4.14051e-05 6.55226e-06 -0.000116083 -0.000262847
internal_weight=0 0.00693375 0.00585745 0.00390053 0.00264664
internal_count=3121 2825 2249 1349 1079
is_linear=0
shrinkage=0.00196078


Tree=9496
num_leaves=6
num_cat=0
split_feature=133 160 42 43 48
split_gain=8.292e-06 8.23863e-05 3.27373e-05 5.55455e-05 4.46248e-05
threshold=-0.032969999999999992 -1.0000000180025095e-35 0.088060000000000013 -0.014584999999999999 0.085845000000000019
decision_type=2 2 2 2 2
left_child=-1 -2 3 -3 -5
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leaf_value=0.0079768737186067286 -0.02382592042754143 -0.019960700758328665 0.018555654407308039 0.01757252600908318 -0.0077752792624973966
leaf_weight=0.001102941904038323 0.0013063450202165277 0.0010404103957927778 0.0012264554866270338 0.0016690077372745887 0.0011895555535429867
leaf_count=649 830 577 515 413 137
internal_value=0 -0.00140785 0.00430597 -0.000176397 0.00702435
internal_weight=0 0.00643177 0.00512543 0.00389897 0.00285856
internal_count=3121 2472 1642 1127 550
is_linear=0
shrinkage=0.1


Tree=9497
num_leaves=6
num_cat=0
split_feature=42 160 133 47 16
split_gain=8.8219e-06 1.81218e-05 2.25455e-05 4.9473e-05 3.08463e-05
threshold=0.092145000000000019 -0.081639999999999976 0.076280000000000014 0.09550500000000002 -0.088159999999999988
decision_type=2 2 2 2 2
left_child=1 -1 3 4 -3
right_child=-2 2 -4 -5 -6
leaf_value=0.013722368720392553 -0.0080900777504326737 0.0010737886062250224 0.011711269518102391 0.014339922661331925 -0.018938380582232017
leaf_weight=0.0010085054542981215 0.0011504163316641497 0.001328824938071091 0.0011221830894200795 0.0010713178636841446 0.0018322272494671944
leaf_count=526 649 408 532 152 854
internal_value=0 0.00142563 -0.000890408 -0.00423165 -0.0105258
internal_weight=0 0.00636306 0.00535455 0.00423237 0.00316105
internal_count=3121 2472 1946 1414 1262
is_linear=0
shrinkage=0.1


Tree=9498
num_leaves=6
num_cat=0
split_feature=457 52 0 4 15
split_gain=1.6195e-05 2.28881e-05 3.87616e-05 3.41217e-05 1.79462e-05
threshold=0.032140000000000009 0.11434500000000002 -0.084269999999999984 -0.35136499999999998 -0.11713499999999999
decision_type=2 2 2 2 2
left_child=1 2 4 -4 -1
right_child=-2 -3 3 -5 -6
leaf_value=-0.00036466266705753554 0.00022332338326051969 -0.0002985634783375658 -0.00010832415250580738 0.00032344890458449308 -4.0962295711680415e-05
leaf_weight=0.0010121856115266337 0.0010240934102304609 0.0011129958759425254 0.0011178419431802868 0.0018993155703379194 0.001884383145768873
leaf_count=248 296 489 185 1074 829
internal_value=0 -4.06096e-05 7.9387e-06 0.000163479 -0.000154077
internal_weight=0 0.00702672 0.00591373 0.00301716 0.00289657
internal_count=3121 2825 2336 1259 1077
is_linear=0
shrinkage=0.00196078


Tree=9499
num_leaves=6
num_cat=0
split_feature=52 4 15 2 12
split_gain=8.79533e-06 2.44132e-05 2.42198e-05 3.72273e-05 4.39094e-05
threshold=-0.046924999999999988 0.0052350000000000009 -0.11713499999999999 0.10613000000000002 0.088245000000000004
decision_type=2 2 2 2 2
left_child=1 -1 -2 4 -4
right_child=2 -3 3 -5 -6
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leaf_count=726 367 227 763 249 789
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internal_weight=0 0.00228648 0.00522468 0.00412649 0.00304002
internal_count=3121 953 2168 1801 1552
is_linear=0
shrinkage=0.1


Tree=9500
num_leaves=6
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split_feature=50 4 16 48 13
split_gain=3.12327e-05 3.54214e-05 3.55488e-05 5.50755e-05 3.63573e-05
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decision_type=2 2 2 2 2
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leaf_weight=0.0018482140083553988 0.00100491473540409 0.0010305407757853612 0.0012953959267577734 0.001062901186924225 0.0019651634642622534
leaf_count=363 627 303 778 344 706
internal_value=0 3.98542e-05 -1.63361e-05 8.09614e-05 -4.5394e-05
internal_weight=0 0.00720222 0.00617167 0.00432346 0.00326056
internal_count=3121 2494 2191 1828 1484
is_linear=0
shrinkage=0.00196078


Tree=9501
num_leaves=7
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split_feature=457 2 52 13 15 15
split_gain=4.55216e-05 4.04405e-05 4.2755e-05 4.31688e-05 6.88995e-05 5.40931e-05
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decision_type=2 2 2 2 2 2
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leaf_count=543 267 482 472 361 335 661
internal_value=0 -6.29673e-05 -0.000148048 -6.35299e-05 5.06161e-05 0.000268429
internal_weight=0 0.00740606 0.00550718 0.00444371 0.00329445 0.00207194
internal_count=3121 2854 2372 1900 1539 996
is_linear=0
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Tree=9502
num_leaves=6
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split_feature=2 13 13 1 15
split_gain=1.06194e-05 1.85971e-05 1.68293e-05 4.23385e-05 4.9335e-06
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decision_type=2 2 2 2 2
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leaf_weight=0.0015909017490101807 0.0011606759081100098 0.001004360031412828 0.0010687777989433127 0.0016596249310002916 0.0010429934816222222
leaf_count=1320 200 335 565 317 384
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internal_weight=0 0.00320803 0.0043193 0.0027284 0.00204735
internal_count=3121 919 2202 882 719
is_linear=0
shrinkage=0.1


Tree=9503
num_leaves=6
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split_feature=12 2 12 16 1
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decision_type=2 2 2 2 2
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leaf_weight=0.0014913652435780329 0.001305623571751598 0.0013220955253438809 0.0012104564364771001 0.0010381170531913631 0.0011508101332275964
leaf_count=386 693 957 650 186 249
internal_value=0 -0.00365948 0.00287244 0.00373993 0.010272
internal_weight=0 0.00383818 0.00253255 0.00368029 0.00218893
internal_count=3121 2300 1607 821 435
is_linear=0
shrinkage=0.1


Tree=9504
num_leaves=6
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split_feature=133 15 160 15 3
split_gain=9.0435e-06 3.14242e-05 3.39744e-05 6.7341e-05 5.21368e-05
threshold=0.090665000000000009 0.035560000000000008 1.0000000180025095e-35 -0.016799999999999995 0.099930000000000005
decision_type=2 2 2 2 2
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leaf_value=0.01166905161121088 -0.0079879820998928486 -0.012823323165834203 -0.011127729487020717 0.027556089270085977 -0.016578174859996943
leaf_weight=0.0015894272863226635 0.0012005319646783679 0.0012348849125044361 0.0010421309661238741 0.0013289496779168722 0.0011095678169040944
leaf_count=769 627 849 356 340 180
internal_value=0 0.00148158 0.00496573 0.00912951 5.65024e-05
internal_weight=0 0.00630496 0.00507008 0.00402794 0.002699
internal_count=3121 2494 1645 1289 949
is_linear=0
shrinkage=0.1


Tree=9505
num_leaves=7
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split_feature=457 2 52 0 16 13
split_gain=2.10979e-05 3.77998e-05 6.86241e-05 4.7021e-05 6.06318e-05 3.89929e-05
threshold=0.069910000000000014 0.11293500000000002 0.10160000000000001 -0.084269999999999984 -0.14322499999999996 -0.0087749999999999981
decision_type=2 2 2 2 2 2
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leaf_value=0.00011088030107501807 0.00025630123530192943 0.00019731617446769477 -0.00058565076760104583 0.00045013846879267806 -0.00056495144076985633 -7.4992522169904243e-05
leaf_weight=0.0010010572069139505 0.0010150065455534936 0.0018215614663381037 0.00102488102044683 0.0010590023391823546 0.0010412009665884889 0.0011171025384423088
leaf_count=182 267 482 472 526 735 457
internal_value=0 -4.60177e-05 -0.000130555 -1.99857e-05 -0.000233678 0.000180563
internal_weight=0 0.00706481 0.00524324 0.00421836 0.00204226 0.0021761
internal_count=3121 2854 2372 1900 917 983
is_linear=0
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Tree=9506
num_leaves=7
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split_feature=457 403 13 3 2 0
split_gain=2.85039e-05 3.51891e-05 8.33055e-05 0.000104143 4.03553e-05 4.15778e-05
threshold=0.069910000000000014 0.017340000000000005 0.11217000000000001 -0.077774999999999983 0.11293500000000002 -0.10224499999999999
decision_type=2 2 2 2 2 2
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right_child=-2 -3 -4 4 -6 -7
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leaf_count=1396 267 363 162 176 283 474
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internal_weight=0 0.00729366 0.00628665 0.00516355 0.00371049 0.00254794
internal_count=3121 2854 2491 2329 933 650
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shrinkage=0.00196078


Tree=9507
num_leaves=6
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split_feature=457 2 52 13 3
split_gain=2.63992e-05 3.00912e-05 5.31666e-05 3.89454e-05 2.56754e-05
threshold=0.069910000000000014 0.11293500000000002 0.10160000000000001 -0.084034999999999985 -0.059315
decision_type=2 2 2 2 2
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right_child=-2 -3 -4 4 -6
leaf_value=0.00029041679912901686 0.00029400876828836723 0.00017302745296676552 -0.00052771974920890342 -0.00032314294163233287 3.6117585396674481e-05
leaf_weight=0.0011090896105451133 0.0010054735164794736 0.001792846174536818 0.0010003865487880478 0.0014875446207226447 0.00157418178391199
leaf_count=544 267 482 472 1080 276
internal_value=0 -4.5871e-05 -0.000121763 -2.43923e-05 -0.00013843
internal_weight=0 0.00696405 0.0051712 0.00417082 0.00306173
internal_count=3121 2854 2372 1900 1356
is_linear=0
shrinkage=0.00196078


Tree=9508
num_leaves=5
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split_feature=457 2 0 3
split_gain=2.60168e-05 2.98905e-05 3.29636e-05 4.48828e-05
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decision_type=2 2 2 2
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right_child=-2 -3 3 -5
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leaf_weight=0.0016158891969890181 0.0010010044731096233 0.0017904149871120099 0.0016402052206264351 0.0019311404747019427
leaf_count=343 267 482 1383 646
internal_value=0 -4.47321e-05 -0.000120128 -1.49882e-05
internal_weight=0 0.00697765 0.00518723 0.00357135
internal_count=3121 2854 2372 2029
is_linear=0
shrinkage=0.00196078


Tree=9509
num_leaves=7
num_cat=0
split_feature=484 48 0 52 43 16
split_gain=3.02826e-05 3.27478e-05 5.40552e-05 3.76135e-05 3.64449e-05 2.75628e-05
threshold=0.049355000000000003 0.082620000000000013 -0.18113999999999997 -1.0000000180025095e-35 -0.0037449999999999996 -0.088159999999999988
decision_type=2 2 2 2 2 2
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right_child=-2 2 -4 4 5 -7
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internal_weight=0 0.00732544 0.00233124 0.0049942 0.00389938 0.00224256
internal_count=3121 2690 545 2145 1479 597
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shrinkage=0.00196078


Tree=9510
num_leaves=7
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split_feature=43 1 16 4 13 151
split_gain=2.24871e-05 3.89585e-05 6.07939e-05 6.19764e-05 2.90933e-05 2.46474e-05
threshold=-0.24021999999999996 0.11846000000000002 0.15891500000000003 -0.082109999999999975 -0.086919999999999983 -0.00099499999999999979
decision_type=2 2 2 2 2 2
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internal_weight=0 0.00720688 0.00612606 0.0050646 0.00402135 0.00289527
internal_count=3121 2955 2612 2213 1724 1284
is_linear=0
shrinkage=0.00196078


Tree=9511
num_leaves=6
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split_feature=4 4 2 2 15
split_gain=9.68005e-06 1.37154e-05 2.96963e-05 2.85766e-05 2.74797e-05
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decision_type=2 2 2 2 2
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leaf_count=526 340 207 415 420 1213
internal_value=0 -0.00157803 0.000754766 -0.0036069 0.00159935
internal_weight=0 0.00639318 0.00509959 0.00384384 0.00281685
internal_count=3121 2781 2574 2159 1739
is_linear=0
shrinkage=0.1


Tree=9512
num_leaves=7
num_cat=0
split_feature=457 133 43 13 4 42
split_gain=2.55764e-05 3.29217e-05 4.39299e-05 5.10378e-05 7.08395e-05 3.15938e-05
threshold=0.069910000000000014 0.093255000000000018 -0.067899999999999974 -0.095304999999999987 0.053180000000000012 0.087665000000000007
decision_type=2 2 2 2 2 2
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leaf_count=612 267 532 271 872 209 358
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internal_weight=0 0.00718275 0.00616028 0.00407129 0.00276144 0.00208899
internal_count=3121 2854 2322 1352 1081 970
is_linear=0
shrinkage=0.00196078


Tree=9513
num_leaves=7
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split_feature=457 2 52 0 13 16
split_gain=3.04609e-05 2.98879e-05 5.21384e-05 5.34017e-05 6.6318e-05 5.72612e-05
threshold=0.069910000000000014 0.11293500000000002 0.10160000000000001 -0.084269999999999984 -0.0034749999999999994 -0.15012499999999998
decision_type=2 2 2 2 2 2
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leaf_count=161 267 482 472 607 376 756
internal_value=0 -4.98301e-05 -0.00012435 -2.98369e-05 0.000179602 -0.000258822
internal_weight=0 0.00710733 0.00529027 0.00428104 0.00223595 0.00204509
internal_count=3121 2854 2372 1900 983 917
is_linear=0
shrinkage=0.00196078


Tree=9514
num_leaves=6
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split_feature=457 2 52 0 13
split_gain=2.39435e-05 2.44585e-05 5.71921e-05 4.32326e-05 5.45049e-05
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decision_type=2 2 2 2 2
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internal_value=0 -4.8246e-05 -0.000116428 -1.52215e-05 0.00017565
internal_weight=0 0.00698336 0.00519118 0.0041803 0.00218149
internal_count=3121 2854 2372 1900 983
is_linear=0
shrinkage=0.00196078


Tree=9515
num_leaves=6
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split_feature=51 49 42 2 1
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internal_weight=0 0.00634937 0.00486502 0.00381961 0.00201567
internal_count=3121 2584 2226 1528 1148
is_linear=0
shrinkage=0.1


Tree=9516
num_leaves=7
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internal_count=3121 2605 2160 1815 1092 882
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Tree=9517
num_leaves=7
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internal_weight=0 0.00722131 0.00618638 0.00514043 0.00413888 0.00298189
internal_count=3121 2854 2593 2005 1691 1063
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Tree=9518
num_leaves=6
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split_gain=8.27674e-06 2.06314e-05 2.93564e-05 2.21009e-05 2.48714e-05
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decision_type=2 2 2 2 2
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internal_weight=0 0.00591961 0.0046684 0.00355348 0.00246664
internal_count=3121 2695 2416 2277 1055
is_linear=0
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Tree=9519
num_leaves=7
num_cat=0
split_feature=50 133 15 16 52 0
split_gain=3.64947e-05 2.97428e-05 3.69392e-05 5.39237e-05 9.04071e-05 6.89443e-05
threshold=0.079410000000000008 0.091410000000000005 0.035560000000000008 -0.014034999999999997 -0.068719999999999989 -0.14649999999999996
decision_type=2 2 2 2 2 2
left_child=1 2 3 5 -5 -1
right_child=-2 -3 -4 4 -6 -7
leaf_value=0.00021890844458046272 -0.00035648779451015559 -0.0002596020546290631 -0.00021405905941406186 2.3685181109002047e-05 0.00077939179111043459 -0.00042616869028889423
leaf_weight=0.0016837007072638267 0.0010030555562450874 0.0010761658027514821 0.0012194788401417404 0.0013035814314696767 0.0011416714678075049 0.0010246462310623153
leaf_count=189 609 464 699 488 262 410
internal_value=0 4.19068e-05 9.28199e-05 0.000165436 0.000376519 -2.5143e-05
internal_weight=0 0.00744924 0.00637308 0.0051536 0.00244525 0.00270835
internal_count=3121 2512 2048 1349 750 599
is_linear=0
shrinkage=0.00196078


Tree=9520
num_leaves=7
num_cat=0
split_feature=484 12 15 52 3 1
split_gain=2.95843e-05 3.32367e-05 4.88785e-05 6.65878e-05 0.000116235 3.24485e-05
threshold=0.073690000000000019 0.10388500000000002 0.088235000000000022 0.096795000000000006 -0.075944999999999985 0.094090000000000021
decision_type=2 2 2 2 2 2
left_child=1 2 3 4 -1 -6
right_child=-2 -3 -4 -5 5 -7
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leaf_weight=0.0010853617279102581 0.0010000928370110336 0.0010770725560264958 0.0012531684343290769 0.0011268758264219771 0.0010998376115750551 0.0019229776133332858
leaf_count=1019 394 322 552 234 199 401
internal_value=0 -4.97996e-05 3.15274e-06 -8.01137e-05 -0.000195933 1.69798e-06
internal_weight=0 0.00756529 0.00648822 0.00523505 0.00410818 0.00302282
internal_count=3121 2727 2405 1853 1619 600
is_linear=0
shrinkage=0.00196078


Tree=9521
num_leaves=6
num_cat=0
split_feature=12 15 12 3 0
split_gain=8.98488e-06 2.00294e-05 3.85624e-05 3.11093e-05 2.61809e-05
threshold=0.10388500000000002 0.088235000000000022 0.084100000000000022 0.10893000000000001 -0.084674999999999986
decision_type=2 2 2 2 2
left_child=1 2 3 4 -1
right_child=-2 -3 -4 -5 -6
leaf_value=0.0019436134311351556 -0.0087380896620001432 0.013347320121639115 -0.014699006760292566 -0.0083382734494474465 0.022386742086273729
leaf_weight=0.0015056678689379546 0.0010327187607777136 0.0011400289609801778 0.0015287540297388878 0.0013390534563403754 0.0010728162305906593
leaf_count=420 349 600 1212 223 317
internal_value=0 0.00129406 -0.00122896 0.00402751 0.0104493
internal_weight=0 0.00658632 0.00544629 0.00391754 0.00257848
internal_count=3121 2772 2172 960 737
is_linear=0
shrinkage=0.1


Tree=9522
num_leaves=7
num_cat=0
split_feature=457 2 52 0 13 16
split_gain=2.45815e-05 2.4893e-05 5.4495e-05 4.53184e-05 5.23573e-05 4.77872e-05
threshold=0.069910000000000014 0.11293500000000002 0.10160000000000001 -0.084269999999999984 -0.0087749999999999981 -0.12029499999999999
decision_type=2 2 2 2 2 2
left_child=1 2 3 5 -5 -1
right_child=-2 -3 -4 4 -6 -7
leaf_value=7.3980030936150282e-05 0.00028237269332920267 0.00015400114184859647 -0.00052504113981516136 0.00049383907902601808 -0.00011541213194268735 -0.00053125000144683574
leaf_weight=0.0010042868559180785 0.0010062749147914281 0.0017879855230464288 0.0010018407548699516 0.0010544170225924442 0.0011165864911590372 0.0010019899616899644
leaf_count=210 267 482 472 526 457 707
internal_value=0 -4.54738e-05 -0.000114338 -1.58393e-05 0.00018049 -0.000228289
internal_weight=0 0.00696711 0.00517912 0.00417728 0.002171 0.00200628
internal_count=3121 2854 2372 1900 983 917
is_linear=0
shrinkage=0.00196078


Tree=9523
num_leaves=6
num_cat=0
split_feature=457 1 15 2 1
split_gain=2.66638e-05 2.46194e-05 3.26154e-05 4.5561e-05 3.76833e-05
threshold=0.069910000000000014 0.12500000000000003 1.0000000180025095e-35 0.10912000000000001 0.086560000000000012
decision_type=2 2 2 2 2
left_child=1 2 3 4 -1
right_child=-2 -3 -4 -5 -6
leaf_value=6.0315563730981811e-05 0.00029389856673781164 0.00023569887470775011 -0.00032772224972157216 0.00028789255793045974 -0.00037964163706451128
leaf_weight=0.001637084160571092 0.0010125694154508478 0.0010194928179685855 0.0016615213609333821 0.0013931868395410983 0.0013789738734233761
leaf_count=718 267 261 1139 327 409
internal_value=0 -4.6248e-05 -9.35967e-05 -5.37192e-06 -0.000140838
internal_weight=0 0.00709026 0.00607077 0.00440924 0.00301606
internal_count=3121 2854 2593 1454 1127
is_linear=0
shrinkage=0.00196078


Tree=9524
num_leaves=6
num_cat=0
split_feature=42 133 43 52 2
split_gain=9.36483e-06 1.65925e-05 5.22836e-05 2.43585e-05 2.48972e-05
threshold=-1.0000000180025095e-35 0.087285000000000015 -0.070064999999999975 -0.07167999999999998 0.10803500000000001
decision_type=2 2 2 2 2
left_child=-1 2 -2 -4 -5
right_child=1 -3 3 4 -6
leaf_value=-0.0078424615888970112 0.021845709418662609 -0.010222929594310559 -0.014970278006372318 0.01006869833605519 -0.0083733572706791992
leaf_weight=0.001286365549652016 0.0012279821170704626 0.0010118065911628865 0.0010315823952386735 0.0018560330081443394 0.0012087939385644285
leaf_count=862 582 648 275 536 218
internal_value=0 0.00151599 0.00374676 -0.00167876 0.00279499
internal_weight=0 0.0063362 0.00532439 0.00409641 0.00306483
internal_count=3121 2259 1611 1029 754
is_linear=0
shrinkage=0.1


Tree=9525
num_leaves=7
num_cat=0
split_feature=457 2 52 0 13 16
split_gain=2.51546e-05 2.74994e-05 6.00984e-05 4.44474e-05 6.35539e-05 4.81988e-05
threshold=0.069910000000000014 0.11293500000000002 0.10160000000000001 -0.084269999999999984 -0.0034749999999999994 -0.15012499999999998
decision_type=2 2 2 2 2 2
left_child=1 2 3 5 -5 -1
right_child=-2 -3 -4 4 -6 -7
leaf_value=7.9023801716899959e-05 0.0002813682165006838 0.00015909292526809901 -0.00054691728438529738 0.00048387254538736189 -0.00018531350958678612 -0.00052479495291386802
leaf_weight=0.0010042497699396555 0.0010129369927615933 0.0018144720615229926 0.0010247662889380053 0.0011849680039947848 0.0010113303014438551 0.0010290784910729164
leaf_count=161 267 482 472 607 376 756
internal_value=0 -4.90217e-05 -0.000120889 -1.76695e-05 0.000175732 -0.000226572
internal_weight=0 0.00706886 0.00525439 0.00422963 0.0021963 0.00203333
internal_count=3121 2854 2372 1900 983 917
is_linear=0
shrinkage=0.00196078


Tree=9526
num_leaves=5
num_cat=0
split_feature=4 160 15 13
split_gain=8.67994e-06 1.75135e-05 2.98339e-05 4.63257e-05
threshold=0.24564500000000003 0.085045000000000023 -0.016799999999999995 -0.016469999999999995
decision_type=2 2 2 2
left_child=1 2 -1 -4
right_child=-2 -3 3 -5
leaf_value=-0.015385831848404925 0.0062676047823092083 0.010047392158803769 -0.012089785630718691 0.011827514917595403
leaf_weight=0.0016325239841671756 0.0016867217959877466 0.0010220322400921588 0.0014618220067946475 0.0018157451301585963
leaf_count=868 426 338 798 691
internal_value=0 -0.00186212 -0.00434108 0.0011602
internal_weight=0 0.00593212 0.00491009 0.00327757
internal_count=3121 2695 2357 1489
is_linear=0
shrinkage=0.1


Tree=9527
num_leaves=6
num_cat=0
split_feature=13 47 4 0 52
split_gain=9.80194e-06 2.02098e-05 2.97073e-05 4.13383e-05 2.43161e-05
threshold=-0.23438999999999996 0.10904500000000002 0.0061450000000000003 -0.15350499999999997 -0.0064899999999999992
decision_type=2 2 2 2 2
left_child=-1 2 4 -4 -2
right_child=1 -3 3 -5 -6
leaf_value=0.0091672763894269562 -0.016746254336606214 -0.014521002168968719 0.023958533452999194 -0.001617928460751413 0.0016224477981694983
leaf_weight=0.0010006269029187113 0.0012276564275331644 0.0010036941087863188 0.0010540272142853105 0.0015780287232453891 0.0017450887782383103
leaf_count=169 862 163 119 570 1238
internal_value=0 -0.001453 0.000887182 0.00862436 -0.00596329
internal_weight=0 0.0066085 0.0056048 0.00263206 0.00297275
internal_count=3121 2952 2789 689 2100
is_linear=0
shrinkage=0.1


Tree=9528
num_leaves=7
num_cat=0
split_feature=484 49 1 15 16 52
split_gain=4.12796e-05 3.57189e-05 4.03048e-05 4.6993e-05 5.78426e-05 5.40131e-05
threshold=0.056480000000000009 -0.081404999999999991 0.12408500000000001 -0.095869999999999983 -0.078844999999999985 0.092650000000000024
decision_type=2 2 2 2 2 2
left_child=1 -1 3 -3 -5 -6
right_child=-2 2 -4 4 5 -7
leaf_value=0.00026224648780613467 0.00036150146601360701 -0.00045285455987943506 0.00023727116438904036 0.00021613342027817077 -0.0006055775507910362 3.0827129931409187e-05
leaf_weight=0.0011114562184652852 0.00100078320638608 0.0017278529073544964 0.0010287806482478026 0.0016208380671458248 0.0010004392528787918 0.001051780319082271
leaf_count=213 419 364 220 800 815 290
internal_value=0 -6.23239e-05 -0.00011843 -0.000186185 -6.07404e-05 -0.000279415
internal_weight=0 0.00754115 0.00642969 0.00540091 0.00367306 0.00205222
internal_count=3121 2702 2489 2269 1905 1105
is_linear=0
shrinkage=0.00196078


Tree=9529
num_leaves=6
num_cat=0
split_feature=50 16 0 49 15
split_gain=2.71892e-05 2.532e-05 4.7882e-05 2.92463e-05 2.70889e-05
threshold=1.0000000180025095e-35 -0.014034999999999997 -0.053834999999999994 -0.043469999999999995 -0.10653
decision_type=2 2 2 2 2
left_child=1 3 -3 -1 -5
right_child=-2 2 -4 4 -6
leaf_value=0.00017500308061990533 -0.00031095518857183742 0.00043734863231069588 -3.7713187044551718e-05 4.1729997530999859e-05 -0.00036226058767805308
leaf_weight=0.0012238165872955355 0.0010030633050516161 0.0013855443348718063 0.0019833441077717071 0.0011020812215881428 0.0015158189108813638
leaf_count=215 627 771 320 322 866
internal_value=0 3.35905e-05 0.000157669 -7.52164e-05 -0.000192189
internal_weight=0 0.00721061 0.00336889 0.00384172 0.0026179
internal_count=3121 2494 1091 1403 1188
is_linear=0
shrinkage=0.00196078


Tree=9530
num_leaves=6
num_cat=0
split_feature=52 52 15 2 12
split_gain=9.25448e-06 2.35406e-05 2.3354e-05 3.66377e-05 4.18408e-05
threshold=-0.046924999999999988 -0.12005499999999998 -0.11713499999999999 0.10613000000000002 0.088245000000000004
decision_type=2 2 2 2 2
left_child=1 -1 -2 4 -4
right_child=2 -3 3 -5 -6
leaf_value=-0.0062416067565659473 -0.015204026293319945 0.014080926672268955 -0.0057464091987627581 -0.014627946681381935 0.017569559454369842
leaf_weight=0.001011875199449409 0.0011187881211263554 0.0013051828429291026 0.0014493882340846319 0.0010984059140024026 0.0016411019857862678
leaf_count=537 367 416 763 249 789
internal_value=0 0.00520594 -0.0023688 0.00105929 0.00663476
internal_weight=0 0.00231706 0.00530768 0.0041889 0.00309049
internal_count=3121 953 2168 1801 1552
is_linear=0
shrinkage=0.1


Tree=9531
num_leaves=6
num_cat=0
split_feature=1 42 160 16 0
split_gain=1.04028e-05 2.00819e-05 1.81729e-05 2.46558e-05 3.12674e-05
threshold=0.12408500000000001 0.088915000000000008 -0.063384999999999983 -0.056919999999999991 -0.10224499999999999
decision_type=2 2 2 2 2
left_child=1 2 -1 4 -4
right_child=-2 -3 3 -5 -6
leaf_value=0.012939467078835313 0.0089568772770846888 -0.012386768795858705 -0.0052035994250189468 -0.011437760822540473 0.017420099959962722
leaf_weight=0.0010608480002558792 0.0010953645415691278 0.0013596772124904941 0.00142947886699952 0.0015997964402051854 0.0010667893808634535
leaf_count=511 289 805 236 622 658
internal_value=0 -0.00157569 0.00127477 -0.0017463 0.00446472
internal_weight=0 0.00651659 0.00515691 0.00409606 0.00249627
internal_count=3121 2832 2027 1516 894
is_linear=0
shrinkage=0.1


Tree=9532
num_leaves=6
num_cat=0
split_feature=42 160 151 4 3
split_gain=1.00016e-05 1.66599e-05 2.1642e-05 4.11444e-05 3.05082e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.0056149999999999993 0.076415000000000025 -0.077644999999999978
decision_type=2 2 2 2 2
left_child=-1 -2 -3 4 -4
right_child=1 2 3 -5 -6
leaf_value=-0.0080933916869038603 -0.0079705998967170618 -0.0083188657312069612 0.013104318927443874 0.023232447277749268 -0.0085497095193007855
leaf_weight=0.0012857200166178561 0.0014161784357383253 0.0010582704800946681 0.0011523162324234225 0.0011950726079003604 0.0014944627695833569
leaf_count=862 828 307 548 234 342
internal_value=0 0.0015826 0.00434355 0.00783153 0.000877707
internal_weight=0 0.0063163 0.00490012 0.00384185 0.00264678
internal_count=3121 2259 1431 1124 890
is_linear=0
shrinkage=0.1


Tree=9533
num_leaves=7
num_cat=0
split_feature=457 12 13 42 1 15
split_gain=2.94355e-05 3.17871e-05 3.32143e-05 5.8084e-05 4.65291e-05 8.15521e-05
threshold=0.069910000000000014 -0.010834999999999999 -0.0034749999999999994 0.075730000000000006 0.086560000000000012 -0.10091499999999999
decision_type=2 2 2 2 2 2
left_child=1 -1 3 -3 -4 -6
right_child=-2 2 4 -5 5 -7
leaf_value=0.00026856388109551695 0.00030810015741808986 0.00036133520683516679 9.1210592186079744e-05 -0.00020025091999333812 -2.9439574664884652e-05 -0.00079849560881123318
leaf_weight=0.0010366284469628013 0.001015861048259392 0.0012787035039865981 0.0010789810036644061 0.001586740018590218 0.0010743235758451384 0.0010465442038006434
leaf_count=347 267 471 393 1250 109 284
internal_value=0 -4.87444e-05 -0.000102976 5.03568e-05 -0.000240285 -0.000408931
internal_weight=0 0.00710192 0.00606529 0.00286544 0.00319985 0.00212087
internal_count=3121 2854 2507 1721 786 393
is_linear=0
shrinkage=0.00196078


Tree=9534
num_leaves=6
num_cat=0
split_feature=12 133 3 0 52
split_gain=9.30039e-06 2.32326e-05 3.8098e-05 6.31752e-05 3.46007e-05
threshold=-0.010834999999999999 1.0000000180025095e-35 -0.10023499999999998 -0.084144999999999984 -0.0064899999999999992
decision_type=2 2 2 2 2
left_child=-1 2 -2 4 -4
right_child=1 -3 3 -5 -6
leaf_value=0.0086569605551580203 0.015409255777008754 -0.013067182495598351 -0.009193316516859883 -0.024774617141605084 0.013778801184629794
leaf_weight=0.0010562117035875594 0.0014420422197163139 0.001363984748521627 0.0011158876847541265 0.001032102452254934 0.0015897774136097993
leaf_count=421 331 986 200 663 520
internal_value=0 -0.00145574 0.00160187 -0.00372506 0.00430449
internal_weight=0 0.00654379 0.00517981 0.00373777 0.00270567
internal_count=3121 2700 1714 1383 720
is_linear=0
shrinkage=0.1


Tree=9535
num_leaves=7
num_cat=0
split_feature=13 15 0 49 3 43
split_gain=1.14513e-05 1.74205e-05 2.46891e-05 4.66543e-05 2.72147e-05 1.72641e-05
threshold=-0.23438999999999996 -0.11713499999999999 -0.10011499999999998 -0.009244999999999998 -0.091054999999999983 -0.077604999999999993
decision_type=2 2 2 2 2 2
left_child=-1 -2 3 -3 -4 -6
right_child=1 2 4 -5 5 -7
leaf_value=0.0099208219136686458 -0.012568480390775419 -0.006108708497250607 0.0073540156584038438 0.022961705109030381 -0.0024787396156602404 -0.020960668759702622
leaf_weight=0.0010006683398922807 0.0011800316586745687 0.0010647220567336388 0.0011701728992059225 0.0011465616429326424 0.0010012953355425837 0.0010205552583490891
leaf_count=169 417 163 433 211 631 1097
internal_value=0 -0.00156095 0.00084299 0.00896445 -0.00478317 -0.0118077
internal_weight=0 0.00658334 0.00540331 0.00221128 0.00319202 0.00202185
internal_count=3121 2952 2535 374 2161 1728
is_linear=0
shrinkage=0.1


Tree=9536
num_leaves=6
num_cat=0
split_feature=52 15 15 2 12
split_gain=1.17807e-05 2.41816e-05 2.02803e-05 2.87263e-05 3.7647e-05
threshold=-0.046924999999999988 -0.053579999999999996 -0.11713499999999999 0.10613000000000002 0.088245000000000004
decision_type=2 2 2 2 2
left_child=1 -1 -2 4 -4
right_child=2 -3 3 -5 -6
leaf_value=0.015991491967228752 -0.0146598348928844 -0.0044850089767214749 -0.0062406183624923277 -0.013404512985948944 0.015963576435106323
leaf_weight=0.001172123384667754 0.0011100925506852873 0.0011353866704676219 0.0014427447680597928 0.0010878004783907522 0.0016221123211281896
leaf_count=516 367 437 763 249 789
internal_value=0 0.00591624 -0.00265339 0.000556188 0.00551122
internal_weight=0 0.00230751 0.00526275 0.00415266 0.00306486
internal_count=3121 953 2168 1801 1552
is_linear=0
shrinkage=0.1


Tree=9537
num_leaves=6
num_cat=0
split_feature=3 43 13 3 4
split_gain=1.14939e-05 3.145e-05 2.95956e-05 2.69527e-05 3.59468e-05
threshold=-0.078934999999999991 -0.067199999999999996 -0.023499999999999997 0.090900000000000009 0.033845000000000007
decision_type=2 2 2 2 2
left_child=2 -2 -1 -3 -5
right_child=1 3 -4 4 -6
leaf_value=-0.017703791717233238 0.018467923284869292 -0.012390582805277637 0.0036008469060630566 0.015532719817853114 -0.0088544248644243928
leaf_weight=0.0011196573689838069 0.0010202152086834929 0.0013934860189393091 0.0015612733460400386 0.0014008812517630532 0.0010631005232991054
leaf_count=956 467 554 786 192 166
internal_value=0 0.00285412 -0.00529677 -0.00127538 0.00501073
internal_weight=0 0.00487768 0.00268093 0.00385747 0.00246398
internal_count=3121 1379 1742 912 358
is_linear=0
shrinkage=0.1


Tree=9538
num_leaves=6
num_cat=0
split_feature=2 13 42 12 15
split_gain=1.03576e-05 2.132e-05 1.58488e-05 5.41662e-05 6.51254e-06
threshold=0.099185000000000009 -0.08971999999999998 0.08623500000000002 0.084100000000000022 -0.069954999999999989
decision_type=2 2 2 2 2
left_child=2 -2 3 -1 -3
right_child=1 4 -4 -5 -6
leaf_value=0.0031079676628895082 0.015130176152956067 0.0038800721452131775 0.0062863468097395505 -0.024328017067926595 -0.0073708248282813096
leaf_weight=0.0019391819544349856 0.0011566474419164954 0.0010124301008226626 0.0012472381349403084 0.0011441741232735751 0.0010460751215618769
leaf_count=468 200 335 866 868 384
internal_value=0 0.00426672 -0.00322542 -0.007073 -0.00183732
internal_weight=0 0.00321515 0.00433059 0.00308336 0.00205851
internal_count=3121 919 2202 1336 719
is_linear=0
shrinkage=0.1


Tree=9539
num_leaves=5
num_cat=0
split_feature=4 48 15 3
split_gain=9.57656e-06 1.37783e-05 3.46548e-05 2.44281e-05
threshold=0.27834500000000006 0.083985000000000018 -0.016799999999999995 -0.059315
decision_type=2 2 2 2
left_child=1 2 -1 -4
right_child=-2 -3 3 -5
leaf_value=-0.019595265017640126 0.0083244549335418552 0.0058561806851276516 -0.0068677542706035077 0.010138048262786043
leaf_weight=0.0011378431782685921 0.00116056658672389 0.0018013183456381861 0.0019391125021997236 0.0014966257027466858
leaf_count=649 340 546 1361 225
internal_value=0 -0.00155171 -0.00446933 0.000540063
internal_weight=0 0.0063749 0.00457358 0.00343574
internal_count=3121 2781 2235 1586
is_linear=0
shrinkage=0.1


Tree=9540
num_leaves=6
num_cat=0
split_feature=1 12 48 13 1
split_gain=9.71313e-06 2.13984e-05 3.55854e-05 2.81407e-05 2.26521e-05
threshold=0.12500000000000003 0.092355000000000007 0.089670000000000014 -0.033284999999999988 0.086560000000000012
decision_type=2 2 2 2 2
left_child=1 2 3 -1 -5
right_child=-2 -3 -4 4 -6
leaf_value=-0.015382144264015019 0.0091239063138958878 -0.01113204186294171 0.016663720891132033 0.012762019523551391 -0.0067363071941711474
leaf_weight=0.0012238016247792137 0.0010048629987897111 0.0016878154913704917 0.0012262077953872639 0.0012240433588232976 0.0011609022195861358
leaf_count=943 279 865 268 480 286
internal_value=0 -0.00143793 0.00194615 -0.00305469 0.00327096
internal_weight=0 0.00652277 0.00483495 0.00360875 0.00238495
internal_count=3121 2842 1977 1709 766
is_linear=0
shrinkage=0.1


Tree=9541
num_leaves=6
num_cat=0
split_feature=51 4 42 4 4
split_gain=8.71154e-06 1.5246e-05 2.4742e-05 3.01219e-05 2.53676e-05
threshold=0.087505000000000013 0.36766000000000004 0.086325000000000013 0.055260000000000011 -0.084369999999999987
decision_type=2 2 2 2 2
left_child=1 2 3 4 -1
right_child=-2 -3 -4 -5 -6
leaf_value=-0.0016801590894659801 -0.0081816094180909415 0.012731111470643415 -0.012012413708872046 -0.010669726564776298 0.017227475604806024
leaf_weight=0.0012860495262598955 0.0011151789693585913 0.0010010115863312973 0.0014246890795805694 0.0011065033736142251 0.0015830395384470192
leaf_count=445 435 309 887 195 850
internal_value=0 0.0013958 -0.00070534 0.00334665 0.00875226
internal_weight=0 0.00640129 0.00540028 0.00397559 0.00286909
internal_count=3121 2686 2377 1490 1295
is_linear=0
shrinkage=0.1


Tree=9542
num_leaves=6
num_cat=0
split_feature=457 1 0 4 13
split_gain=1.98988e-05 3.69819e-05 3.71488e-05 3.18399e-05 1.9787e-05
threshold=0.069910000000000014 0.11588000000000001 -0.084804999999999978 0.053180000000000012 -0.074519999999999989
decision_type=2 2 2 2 2
left_child=1 2 3 -1 -4
right_child=-2 -3 4 -5 -6
leaf_value=-0.00054961823817795867 0.00024909339286084827 0.00022062895364945476 0.00023640669799757821 -0.00010925073559209155 -9.5974293599043311e-05
leaf_weight=0.0010550464723020844 0.001041190660512151 0.0016057946042308457 0.001144925761035608 0.0015715045312540406 0.0017277124952495967
leaf_count=819 267 382 430 269 954
internal_value=0 -4.11576e-05 -0.000117601 -0.00028614 3.65003e-05
internal_weight=0 0.00710498 0.00549919 0.00262655 0.00287264
internal_count=3121 2854 2472 1088 1384
is_linear=0
shrinkage=0.00196078


Tree=9543
num_leaves=6
num_cat=0
split_feature=457 1 0 3 2
split_gain=2.06892e-05 2.71072e-05 4.17085e-05 3.56766e-05 2.70536e-05
threshold=0.069910000000000014 0.11588000000000001 -0.10224499999999999 -0.078934999999999991 0.10276500000000001
decision_type=2 2 2 2 2
left_child=1 2 4 -4 -1
right_child=-2 -3 3 -5 -6
leaf_value=-0.00056249602004271955 0.00024886410177036016 0.0001749004047639384 -0.00017230417842989203 0.00022164523195519057 -0.00010822876031973331
leaf_weight=0.0010152368241540654 0.0010443970232983076 0.0016419998089917598 0.0018459020516743787 0.001695730334542934 0.0010010112952628589
leaf_count=239 267 382 1417 672 144
internal_value=0 -4.64486e-05 -0.000111843 1.63184e-05 -0.000336965
internal_weight=0 0.00719988 0.00555788 0.00354163 0.00201625
internal_count=3121 2854 2472 2089 383
is_linear=0
shrinkage=0.00196078


Tree=9544
num_leaves=6
num_cat=0
split_feature=1 12 48 13 1
split_gain=9.19747e-06 1.68767e-05 3.04253e-05 2.11041e-05 2.0308e-05
threshold=0.12500000000000003 0.092355000000000007 0.089670000000000014 -0.033284999999999988 0.086560000000000012
decision_type=2 2 2 2 2
left_child=1 2 3 -1 -5
right_child=-2 -3 -4 4 -6
leaf_value=-0.013722714772019393 0.0088687069859527783 -0.010012836501981336 0.01518785775523384 0.011428269313442832 -0.0070253530968725489
leaf_weight=0.0012210310734419275 0.0010056772580599536 0.0016884062691480415 0.0012290926068142813 0.0012244313920480403 0.0011625804557090066
leaf_count=943 279 865 268 480 286
internal_value=0 -0.00140505 0.0015995 -0.00302942 0.00244054
internal_weight=0 0.00652554 0.00483714 0.00360804 0.00238701
internal_count=3121 2842 1977 1709 766
is_linear=0
shrinkage=0.1


Tree=9545
num_leaves=7
num_cat=0
split_feature=50 15 16 0 0 12
split_gain=2.25827e-05 2.82121e-05 3.40622e-05 5.6676e-05 5.05409e-05 3.14548e-06
threshold=1.0000000180025095e-35 -0.10653 -0.013324999999999998 -0.10224499999999999 -0.053834999999999994 0.085635000000000003
decision_type=2 2 2 2 2 2
left_child=1 -1 3 -3 -4 -6
right_child=-2 2 4 -5 5 -7
leaf_value=0.00026765382724917549 -0.00028009275490552314 -0.00044590604421128105 0.00044744306512729392 0.00011846349365538 3.3670649867193975e-06 -0.00015200505441673886
leaf_weight=0.0015565233430662427 0.0010058889405088903 0.001496933590780273 0.0011077200460491237 0.0012599200413358552 0.0010000309330211103 0.0010038016589989413
leaf_count=454 627 227 668 848 129 168
internal_value=0 3.29698e-05 -2.92773e-05 -0.000187981 0.000111335 -7.44652e-05
internal_weight=0 0.00742493 0.00586841 0.00275685 0.00311155 0.00200383
internal_count=3121 2494 2040 1075 965 297
is_linear=0
shrinkage=0.00196078


Tree=9546
num_leaves=6
num_cat=0
split_feature=13 3 0 52 0
split_gain=1.04005e-05 2.68427e-05 2.09171e-05 2.51391e-05 3.06394e-05
threshold=-0.010739999999999998 -0.078934999999999991 -0.019414999999999998 -0.066844999999999988 -0.14649999999999996
decision_type=2 2 2 2 2
left_child=1 -1 3 -2 -5
right_child=2 -3 -4 4 -6
leaf_value=-0.0071696874478818897 -0.019618131162379225 0.011594499830330606 0.0093195359340646038 0.011751181576330892 -0.011746368850832301
leaf_weight=0.0012489247382593328 0.0010784256742087002 0.00195691443593689 0.0010166253288243824 0.0010201383561023139 0.001216868248109203
leaf_count=1074 295 836 245 137 534
internal_value=0 0.00428438 -0.00322899 -0.0070768 -0.00103082
internal_weight=0 0.00320584 0.00433206 0.00331543 0.00223701
internal_count=3121 1910 1211 966 671
is_linear=0
shrinkage=0.1


Tree=9547
num_leaves=6
num_cat=0
split_feature=50 15 4 48 12
split_gain=2.75469e-05 4.39078e-05 4.48334e-05 3.55688e-05 3.23278e-05
threshold=0.079410000000000008 -0.14712999999999996 0.098655000000000007 0.082620000000000013 0.085885000000000017
decision_type=2 2 2 2 2
left_child=1 -1 3 4 -3
right_child=-2 2 -4 -5 -6
leaf_value=0.00042532740028478034 -0.00030179289807629345 0.00015957599323228013 -0.00029908457261631864 0.00034405732535641573 -0.00022056771965867628
leaf_weight=0.00100489576226084 0.0010044618579507433 0.0017446294338771761 0.0016068096965211843 0.0013874953864021571 0.0016963797487364977
leaf_count=355 609 523 266 319 1049
internal_value=0 4.41453e-05 -1.53776e-05 7.90332e-05 -2.78307e-05
internal_weight=0 0.00744021 0.00643531 0.0048285 0.00344101
internal_count=3121 2512 2157 1891 1572
is_linear=0
shrinkage=0.00196078


Tree=9548
num_leaves=7
num_cat=0
split_feature=49 48 1 16 0 3
split_gain=8.81679e-06 2.55554e-05 3.58198e-05 7.14547e-05 3.45526e-05 2.77086e-05
threshold=-0.081404999999999991 0.10358500000000001 0.111945 -0.094359999999999986 -0.083914999999999976 -0.088084999999999983
decision_type=2 2 2 2 2 2
left_child=-1 2 3 -2 -5 -6
right_child=1 -3 -4 4 5 -7
leaf_value=0.0086112458395689647 -0.024132456602628305 -0.015942731197015867 0.016655804999495115 0.019124185122975805 0.0089073418806981941 -0.014370560490622311
leaf_weight=0.0010214263479085446 0.0011614647591934729 0.0010171738343996706 0.0011917757363031677 0.0011059434190744144 0.001015416546958193 0.0010301334799348665
leaf_count=240 423 190 366 707 399 796
internal_value=0 -0.00138061 0.0013102 -0.00293016 0.00488382 -0.00281535
internal_weight=0 0.00652191 0.00550473 0.00431296 0.00315149 0.00204555
internal_count=3121 2881 2691 2325 1902 1195
is_linear=0
shrinkage=0.1


Tree=9549
num_leaves=6
num_cat=0
split_feature=457 2 52 13 4
split_gain=1.75885e-05 3.09138e-05 3.62839e-05 3.55815e-05 3.81464e-05
threshold=0.069910000000000014 0.11293500000000002 0.090245000000000006 -0.0034749999999999994 0.053180000000000012
decision_type=2 2 2 2 2
left_child=1 2 3 -1 -5
right_child=-2 -3 -4 4 -6
leaf_value=0.00020534345866373118 0.00024027257388500119 0.00018437603820727511 -0.00037248955599213438 -0.000449563856591047 8.4448200054656016e-05
leaf_weight=0.001643703306526972 0.0010081298238074849 0.001803341319162018 0.0014857604982686482 0.001024904620797406 0.001032298115621752
leaf_count=1247 267 482 604 430 91
internal_value=0 -3.67665e-05 -0.000113655 -9.74373e-06 -0.000181598
internal_weight=0 0.00699001 0.00518667 0.00370091 0.0020572
internal_count=3121 2854 2372 1768 521
is_linear=0
shrinkage=0.00196078


Tree=9550
num_leaves=7
num_cat=0
split_feature=43 1 16 0 151 1
split_gain=1.75185e-05 3.61345e-05 5.19795e-05 8.03363e-05 2.91447e-05 5.8891e-05
threshold=-0.24021999999999996 0.11846000000000002 0.15891500000000003 -0.077999999999999986 -0.0083949999999999979 0.094385000000000011
decision_type=2 2 2 2 2 2
left_child=-1 2 3 4 -2 -6
right_child=1 -3 -4 -5 5 -7
leaf_value=-0.00024548215565331082 -0.00035628108828573952 0.00035832301302171231 -0.00042788796589415833 0.00049195271913632312 -0.00021325055744928016 0.00037556464439547513
leaf_weight=0.0010068410402342574 0.0010946470220522717 0.0010965013734377067 0.0010382724722290144 0.0012198866779790942 0.0016302874525879853 0.0010894748180778999
leaf_count=166 356 343 399 523 1180 154
internal_value=0 3.07251e-05 -2.8428e-05 5.39565e-05 -8.61191e-05 2.26154e-05
internal_weight=0 0.00716907 0.00607257 0.0050343 0.00381441 0.00271976
internal_count=3121 2955 2612 2213 1690 1334
is_linear=0
shrinkage=0.00196078


Tree=9551
num_leaves=6
num_cat=0
split_feature=457 2 52 13 4
split_gain=1.77102e-05 3.2457e-05 6.23656e-05 4.97661e-05 4.14779e-05
threshold=0.069910000000000014 0.11293500000000002 0.10160000000000001 -0.0034749999999999994 0.053180000000000012
decision_type=2 2 2 2 2
left_child=1 2 3 -1 -5
right_child=-2 -3 -4 4 -6
leaf_value=0.00021809667344102612 0.00024171461917636377 0.00018936511503874284 -0.00055142326399765641 -0.00045290106853354745 7.8927941080807667e-05
leaf_weight=0.0019693073129192847 0.0010066862122008685 0.0018204618966879225 0.0010134396156169651 0.0012238750089999528 0.001045399510096912
leaf_count=1344 267 482 472 465 91
internal_value=0 -3.62512e-05 -0.000114455 -9.97591e-06 -0.0002079
internal_weight=0 0.00707248 0.00525202 0.00423858 0.00226927
internal_count=3121 2854 2372 1900 556
is_linear=0
shrinkage=0.00196078


Tree=9552
num_leaves=6
num_cat=0
split_feature=13 42 0 4 52
split_gain=9.99212e-06 2.43198e-05 1.78408e-05 2.41825e-05 9.70208e-06
threshold=-0.010739999999999998 0.075730000000000006 -0.019414999999999998 0.08184000000000001 -0.0064899999999999992
decision_type=2 2 2 2 2
left_child=1 -1 3 4 -2
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leaf_value=0.01420954197264207 -0.0073080088736406246 -0.0033559989964939553 0.0084056031404278527 -0.0181385287464512 0.0062024848841232766
leaf_weight=0.0013824251997984359 0.0010298668205231307 0.0018337036537868035 0.0010199212187541528 0.0011892733298137751 0.0010984358669055439
leaf_count=465 310 1445 245 165 491
internal_value=0 0.0041944 -0.00316124 -0.00671723 -0.000335123
internal_weight=0 0.00321613 0.0043375 0.00331758 0.0021283
internal_count=3121 1910 1211 966 801
is_linear=0
shrinkage=0.1


Tree=9553
num_leaves=6
num_cat=0
split_feature=4 4 2 48 52
split_gain=2.28893e-05 2.20998e-05 2.68211e-05 2.64186e-05 2.55651e-05
threshold=0.24564500000000003 0.055260000000000011 0.10644500000000001 0.083985000000000018 0.090245000000000006
decision_type=2 2 2 2 2
left_child=1 2 3 4 -1
right_child=-2 -3 -4 -5 -6
leaf_value=-3.4378385781905602e-05 0.00019048531126351684 -0.00028045952610722576 0.00025677241401178102 0.00019074520776052808 -0.00042240641482418949
leaf_weight=0.0017763252344190246 0.0018297864849549147 0.00135564262105919 0.0012047207626480847 0.0010254071103214151 0.0010320962634489724
leaf_count=1270 426 279 348 348 450
internal_value=0 -5.82253e-05 1.56777e-06 -7.86263e-05 -0.000176979
internal_weight=0 0.00639419 0.00503855 0.00383383 0.00280842
internal_count=3121 2695 2416 2068 1720
is_linear=0
shrinkage=0.00196078


Tree=9554
num_leaves=6
num_cat=0
split_feature=4 42 43 4 4
split_gain=1.14572e-05 1.8712e-05 3.03183e-05 2.86499e-05 1.4921e-05
threshold=0.24564500000000003 -0.0060199999999999993 -0.074359999999999996 -1.0000000180025095e-35 -0.17966999999999997
decision_type=2 2 2 2 2
left_child=1 -1 -3 4 -4
right_child=-2 2 3 -5 -6
leaf_value=-0.013888044685986598 0.0072766723133591803 0.013599668968375412 -0.0053243433844427264 -0.015631717279511362 0.011420765245383512
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leaf_count=781 426 786 206 265 657
internal_value=0 -0.00210392 0.000593864 -0.00427337 0.00296404
internal_weight=0 0.00588593 0.00478945 0.00348518 0.00212876
internal_count=3121 2695 1914 1128 863
is_linear=0
shrinkage=0.1


Tree=9555
num_leaves=7
num_cat=0
split_feature=43 1 16 4 4 15
split_gain=2.67921e-05 4.11232e-05 5.44102e-05 7.30326e-05 3.0695e-05 2.92774e-05
threshold=-0.24021999999999996 0.11846000000000002 0.15891500000000003 -0.082109999999999975 0.053180000000000012 -0.10324499999999999
decision_type=2 2 2 2 2 2
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leaf_value=-0.00029980704770022167 0.00052235578396543625 0.00039357972382585003 -0.00042205187748361908 -0.00023460666633371438 -0.00011748164943398785 0.00034967592995689998
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leaf_count=166 489 343 399 1348 165 211
internal_value=0 4.18017e-05 -2.05367e-05 6.4532e-05 -5.68254e-05 0.000109342
internal_weight=0 0.00720977 0.00612446 0.00505373 0.00399481 0.00206485
internal_count=3121 2955 2612 2213 1724 376
is_linear=0
shrinkage=0.00196078


Tree=9556
num_leaves=7
num_cat=0
split_feature=457 151 4 0 47 43
split_gain=2.61971e-05 2.61154e-05 5.7378e-05 6.88768e-05 5.02118e-05 3.42686e-05
threshold=0.069910000000000014 -0.0056149999999999993 0.24564500000000003 -0.10224499999999999 0.085270000000000026 0.016310000000000002
decision_type=2 2 2 2 2 2
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leaf_count=339 267 240 324 1411 240 300
internal_value=0 -4.61987e-05 2.8383e-06 -9.46689e-05 2.69078e-05 -0.000109821
internal_weight=0 0.00711642 0.00608017 0.00481769 0.00379672 0.00277604
internal_count=3121 2854 2515 2191 1951 1711
is_linear=0
shrinkage=0.00196078


Tree=9557
num_leaves=6
num_cat=0
split_feature=457 1 0 3 4
split_gain=2.17734e-05 2.84367e-05 3.09859e-05 2.93349e-05 3.59267e-05
threshold=0.069910000000000014 0.11588000000000001 -0.10224499999999999 -0.059315 -0.083854999999999985
decision_type=2 2 2 2 2
left_child=1 2 -1 4 -4
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leaf_value=-0.00030355966229833142 0.0002708352960257834 0.00019551540522154211 0.00010571049471539903 0.00023664999206776696 -0.00040466199431087659
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leaf_count=383 267 382 434 242 1413
internal_value=0 -3.82556e-05 -0.000105681 6.14975e-06 -0.000136105
internal_weight=0 0.00693622 0.00538349 0.0034396 0.00212694
internal_count=3121 2854 2472 2089 1847
is_linear=0
shrinkage=0.00196078


Tree=9558
num_leaves=6
num_cat=0
split_feature=457 1 0 3 4
split_gain=2.36786e-05 3.32896e-05 3.15245e-05 2.84953e-05 3.32438e-05
threshold=0.069910000000000014 0.11588000000000001 -0.10224499999999999 -0.059315 -0.083854999999999985
decision_type=2 2 2 2 2
left_child=1 2 -1 4 -4
right_child=-2 -3 3 -5 -6
leaf_value=-0.00031975438085692103 0.00027539711190247874 0.000204907643898351 8.4493323593903998e-05 0.00021847869190030482 -0.00040594318661360551
leaf_weight=0.0019425363006935446 0.001002575830021093 0.0015647496471352541 0.00112163972227731 0.0013231671995372653 0.0010097516483246894
leaf_count=383 267 382 434 242 1413
internal_value=0 -4.6906e-05 -0.000119913 -7.53986e-06 -0.000147852
internal_weight=0 0.00696184 0.00539709 0.00345456 0.00213139
internal_count=3121 2854 2472 2089 1847
is_linear=0
shrinkage=0.00196078


Tree=9559
num_leaves=6
num_cat=0
split_feature=457 2 52 13 4
split_gain=2.09997e-05 2.84188e-05 6.7081e-05 5.29728e-05 3.99337e-05
threshold=0.069910000000000014 0.11293500000000002 0.10160000000000001 -0.0034749999999999994 0.053180000000000012
decision_type=2 2 2 2 2
left_child=1 2 3 -1 -5
right_child=-2 -3 -4 4 -6
leaf_value=0.00023021380184842685 0.00025937849585894011 0.00016917999251754608 -0.00057084299574843781 -0.00045535250804225878 7.1002728066029891e-05
leaf_weight=0.0019312238910523154 0.0010047149465638155 0.0017886960146460511 0.0010100206040191441 0.0012052752422679431 0.0010258303372408413
leaf_count=1344 267 482 472 465 91
internal_value=0 -4.38649e-05 -0.00011754 -7.5424e-06 -0.000213342
internal_weight=0 0.00696105 0.00517235 0.00416233 0.00223111
internal_count=3121 2854 2372 1900 556
is_linear=0
shrinkage=0.00196078


Tree=9560
num_leaves=6
num_cat=0
split_feature=4 43 133 16 4
split_gain=9.48181e-06 1.72535e-05 3.09522e-05 2.32464e-05 3.13294e-05
threshold=0.24564500000000003 -0.09225499999999999 0.076280000000000014 -0.092484999999999984 -0.059649999999999988
decision_type=2 2 2 2 2
left_child=1 -1 3 -3 -5
right_child=-2 2 -4 4 -6
leaf_value=-0.011957028475032945 0.0065924565906116577 -0.01629653852192325 0.016104316701142766 -0.011008019743225362 0.01144651913441109
leaf_weight=0.0013281345240184466 0.0016799586120868565 0.0010108523803925018 0.0010454550846663328 0.0011024818166258778 0.0014238384997500844
leaf_count=415 426 267 761 708 544
internal_value=0 -0.0019212 0.000987381 -0.00348062 0.0016474
internal_weight=0 0.00591076 0.00458263 0.00353717 0.00252632
internal_count=3121 2695 2280 1519 1252
is_linear=0
shrinkage=0.1


Tree=9561
num_leaves=7
num_cat=0
split_feature=457 47 0 3 15 4
split_gain=2.63768e-05 3.1411e-05 3.58515e-05 5.25105e-05 3.05317e-05 2.43137e-05
threshold=0.069910000000000014 0.10254000000000001 -0.10224499999999999 -0.059315 -0.095869999999999983 -0.082109999999999975
decision_type=2 2 2 2 2 2
left_child=1 2 4 5 -1 -4
right_child=-2 -3 3 -5 -6 -7
leaf_value=-0.00055782536520488518 0.00028939134819729821 0.00021252206264571293 1.0127448480739921e-05 0.00031276521544452697 -9.1728704245934667e-05 -0.00039628278375679885
leaf_weight=0.001008861625377412 0.0010414758243343638 0.0014649333319560285 0.0012615873073919574 0.0013738941227014181 0.0011634609624977367 0.0010264022291686205
leaf_count=189 267 246 536 354 233 1296
internal_value=0 -4.41728e-05 -0.000108627 9.7593e-06 -0.000308192 -0.00017219
internal_weight=0 0.00729914 0.00583421 0.00366188 0.00217232 0.00228799
internal_count=3121 2854 2608 2186 422 1832
is_linear=0
shrinkage=0.00196078


Tree=9562
num_leaves=6
num_cat=0
split_feature=4 0 1 150 16
split_gain=8.99881e-06 2.55511e-05 2.54323e-05 2.75713e-05 2.14995e-05
threshold=-0.42529999999999996 -0.060129999999999996 0.077565000000000009 0.081835000000000019 -0.078844999999999985
decision_type=2 2 2 2 2
left_child=-1 2 -2 4 -4
right_child=1 -3 3 -5 -6
leaf_value=-0.0088619464934802626 -0.015926803955863236 0.0127268986380887 0.0041911991730147506 0.015550495564675464 -0.012891618467218284
leaf_weight=0.0010024966925702367 0.0010527108813953084 0.0015103862849774833 0.0016683803764444304 0.001040295000554965 0.0013193220628322116
leaf_count=196 1457 377 384 232 475
internal_value=0 0.00130747 -0.00208729 0.00152965 -0.0033523
internal_weight=0 0.00659109 0.00508071 0.004028 0.0029877
internal_count=3121 2925 2548 1091 859
is_linear=0
shrinkage=0.1


Tree=9563
num_leaves=7
num_cat=0
split_feature=457 151 1 52 13 3
split_gain=2.20941e-05 2.58615e-05 4.43392e-05 3.53875e-05 3.99098e-05 3.99867e-05
threshold=0.069910000000000014 -0.0056149999999999993 0.111945 0.10160000000000001 -0.077799999999999994 -0.059315
decision_type=2 2 2 2 2 2
left_child=1 -1 3 4 -3 -6
right_child=-2 2 -4 -5 5 -7
leaf_value=-0.00032678362337705828 0.00026690051650649489 0.0003043160244298703 0.0002807432989266165 -0.00041630191675565712 -0.00040414324603690589 0.00012404053442639573
leaf_weight=0.0010477490117047003 0.0010147412749459293 0.001111370324735609 0.0016498323770643463 0.0010200824526607846 0.0011509855030226539 0.0010572656347535017
leaf_count=339 267 555 384 456 902 218
internal_value=0 -4.25848e-05 7.13005e-06 -9.689e-05 1.26176e-06 -0.00015126
internal_weight=0 0.00703729 0.00598954 0.0043397 0.00331962 0.00220825
internal_count=3121 2854 2515 2131 1675 1120
is_linear=0
shrinkage=0.00196078


Tree=9564
num_leaves=6
num_cat=0
split_feature=51 1 2 3 4
split_gain=8.68572e-06 1.5059e-05 3.01591e-05 8.30206e-05 4.25733e-05
threshold=-0.076794999999999988 0.10937500000000001 0.10613000000000002 -0.08824499999999999 -0.0029599999999999995
decision_type=2 2 2 2 2
left_child=-1 2 3 -2 -5
right_child=1 -3 -4 4 -6
leaf_value=-0.0077558559335637878 -0.020910879635071111 0.0096935401541916599 -0.015622376886472753 0.026343369112504823 0.00051685301101767295
leaf_weight=0.0012222447088289729 0.0010294308575015307 0.0016432564699479296 0.0011358112629966085 0.0012094937121650752 0.0013514650408525174
leaf_count=537 502 454 250 977 401
internal_value=0 0.00144741 -0.00141969 0.0030733 0.0127142
internal_weight=0 0.00636946 0.0047262 0.00359039 0.00256096
internal_count=3121 2584 2130 1880 1378
is_linear=0
shrinkage=0.1


Tree=9565
num_leaves=6
num_cat=0
split_feature=157 4 1 2 2
split_gain=1.95664e-05 2.86763e-05 4.29074e-05 4.02247e-05 1.56116e-05
threshold=-1.0000000180025095e-35 -0.082109999999999975 0.079415000000000013 0.089885000000000007 0.10097500000000002
decision_type=2 2 2 2 2
left_child=-1 4 -3 -4 -2
right_child=1 2 3 -5 -6
leaf_value=-0.0002550993773164795 0.00038412775427437614 -0.00040418031026644998 -0.00015451894619437546 0.00024295423820751058 4.6799371068872993e-05
leaf_weight=0.0010440503773607897 0.0011084240855775175 0.0010351989835263647 0.0019531377353462992 0.0019624737130614113 0.0010063898323842153
leaf_count=571 531 953 584 371 111
internal_value=0 3.24759e-05 -4.91662e-05 4.46915e-05 0.000223601
internal_weight=0 0.00706562 0.00495081 0.00391561 0.00211481
internal_count=3121 2550 1908 955 642
is_linear=0
shrinkage=0.00196078


Tree=9566
num_leaves=6
num_cat=0
split_feature=50 4 16 2 0
split_gain=2.76701e-05 3.20247e-05 3.19913e-05 5.0882e-05 3.42982e-05
threshold=1.0000000180025095e-35 0.27834500000000006 -0.014034999999999997 0.092365000000000017 -0.053834999999999994
decision_type=2 2 2 2 2
left_child=1 2 3 -1 -4
right_child=-2 -3 4 -5 -6
leaf_value=2.9519665056533763e-05 -0.00030917355852203509 0.00035092125917304801 0.00038417899254716625 -0.00050250549394954879 -3.9426068769668337e-05
leaf_weight=0.0019285417155885097 0.0010071216587382156 0.0010693560218607975 0.0011895157849902455 0.0010771445053599357 0.0019226650718253118
leaf_count=757 627 315 737 387 298
internal_value=0 3.78592e-05 -1.68616e-05 -0.000161142 0.000122481
internal_weight=0 0.00718722 0.00611787 0.00300569 0.00311218
internal_count=3121 2494 2179 1144 1035
is_linear=0
shrinkage=0.00196078


Tree=9567
num_leaves=7
num_cat=0
split_feature=457 2 52 0 16 13
split_gain=1.93662e-05 3.5707e-05 6.94333e-05 5.04477e-05 6.32582e-05 5.5167e-05
threshold=0.069910000000000014 0.11293500000000002 0.10160000000000001 -0.084269999999999984 -0.14158499999999996 -0.0034749999999999994
decision_type=2 2 2 2 2 2
left_child=1 2 3 4 -1 -5
right_child=-2 -3 -4 5 -6 -7
leaf_value=0.00011938066087229061 0.0002493467236137393 0.00019591737206254168 -0.00057793032232355147 0.00047965421514293356 -0.0005700149535622297 -0.00014093309346761412
leaf_weight=0.0010029340662340042 0.0010249213349918448 0.0018463013705253368 0.0010289960354416894 0.0011983835853420543 0.001044837269341942 0.0010190167550333342
leaf_count=192 267 482 472 607 725 376
internal_value=0 -3.88785e-05 -0.000120762 -1.04674e-05 -0.000232371 0.00019446
internal_weight=0 0.00714047 0.00529417 0.00426517 0.00204777 0.0022174
internal_count=3121 2854 2372 1900 917 983
is_linear=0
shrinkage=0.00196078


Tree=9568
num_leaves=6
num_cat=0
split_feature=16 52 0 150 2
split_gain=7.49183e-06 3.23773e-05 4.31914e-05 2.08709e-05 2.42767e-05
threshold=0.38525000000000004 0.10160000000000001 -0.084269999999999984 0.081835000000000019 0.091185000000000002
decision_type=2 2 2 2 2
left_child=1 2 3 4 -1
right_child=-2 -3 -4 -5 -6
leaf_value=0.0010156294610455393 0.0078044241665513828 -0.015992056546590781 0.014114998365543259 0.00747568611242975 -0.019048727311150156
leaf_weight=0.0011317229709106673 0.0010496427485338434 0.0012200113067281013 0.0019099085801312279 0.0010033511294752131 0.0012908473024688233
leaf_count=669 311 591 1022 245 283
internal_value=0 -0.00129518 0.00206519 -0.00465243 -0.0096755
internal_weight=0 0.00655584 0.00533583 0.00342592 0.00242257
internal_count=3121 2810 2219 1197 952
is_linear=0
shrinkage=0.1


Tree=9569
num_leaves=7
num_cat=0
split_feature=457 15 43 52 16 16
split_gain=2.24758e-05 2.62473e-05 2.53414e-05 4.27127e-05 3.19523e-05 1.7544e-05
threshold=0.069910000000000014 0.088655000000000025 -0.04890499999999999 0.077655000000000016 -0.074319999999999983 -0.0019699999999999995
decision_type=2 2 2 2 2 2
left_child=1 2 5 4 -4 -1
right_child=-2 -3 3 -5 -6 -7
leaf_value=0.0003677896076701703 0.00026950686355872884 -0.00032722555787848218 -0.00044909491464028775 0.00020222879975813929 -1.1437261835510148e-05 1.3653049376286223e-05
leaf_weight=0.0010125105243899864 0.0010322739426830768 0.0010442291590433079 0.0012961849663496864 0.0013135005724192435 0.0012694771117037998 0.0011472147741460978
leaf_count=692 267 662 286 410 402 402
internal_value=0 -4.01866e-05 9.44744e-06 -8.53282e-05 -0.000232544 0.000179677
internal_weight=0 0.00708312 0.00603889 0.00387916 0.00256566 0.00215973
internal_count=3121 2854 2192 1098 688 1094
is_linear=0
shrinkage=0.00196078


Tree=9570
num_leaves=7
num_cat=0
split_feature=457 2 52 13 4 4
split_gain=1.58705e-05 3.14711e-05 6.82326e-05 4.7079e-05 4.04558e-05 1.47423e-05
threshold=0.069910000000000014 0.11293500000000002 0.10160000000000001 -0.0034749999999999994 0.053180000000000012 -0.07168999999999999
decision_type=2 2 2 2 2 2
left_child=1 2 3 5 -5 -1
right_child=-2 -3 -4 4 -6 -7
leaf_value=0.00038418420492293304 0.00022599645369958041 0.00018662323698206209 -0.00056680174917990423 -0.00043767176954434474 8.5868703826193763e-05 4.7940781401117753e-05
leaf_weight=0.0010010750750207883 0.0010178729234635127 0.0018223072076043161 0.0010238177227720989 0.0012290610193768112 0.0010541938082841943 0.0010042140115065733
leaf_count=606 267 482 472 465 91 738
internal_value=0 -3.57241e-05 -0.000111996 -3.41911e-06 -0.00019595 0.000215799
internal_weight=0 0.00713467 0.00531236 0.00428854 0.00228325 0.00200529
internal_count=3121 2854 2372 1900 556 1344
is_linear=0
shrinkage=0.00196078


Tree=9571
num_leaves=6
num_cat=0
split_feature=16 4 2 2 12
split_gain=9.81903e-06 1.88848e-05 3.30611e-05 2.64002e-05 2.3937e-05
threshold=-0.48836499999999994 0.098655000000000007 0.10644500000000001 0.092875000000000013 0.085885000000000017
decision_type=2 2 2 2 2
left_child=-1 2 3 4 -2
right_child=1 -3 -4 -5 -6
leaf_value=0.0082206134049498825 0.010186274572683203 -0.012274972919866267 0.01533990072357925 -0.017202277223668329 -0.0082746035843410115
leaf_weight=0.0012106408055681207 0.0015037139595437403 0.0013164336772836464 0.0012429724024734397 0.0010209278760286203 0.0013179799772610333
leaf_count=274 661 291 411 417 1067
internal_value=0 -0.00159995 0.00116334 -0.00342235 0.00156342
internal_weight=0 0.00640203 0.00508559 0.00384262 0.00282169
internal_count=3121 2847 2556 2145 1728
is_linear=0
shrinkage=0.1


Tree=9572
num_leaves=7
num_cat=0
split_feature=131 16 12 49 0 16
split_gain=1.91561e-05 3.502e-05 6.65522e-05 6.12697e-05 6.17398e-05 3.31077e-05
threshold=0.07635500000000002 0.0065250000000000004 0.090020000000000017 -0.006494999999999999 -0.10224499999999999 0.31475000000000003
decision_type=2 2 2 2 2 2
left_child=1 2 3 -1 -5 -3
right_child=-2 5 -4 4 -6 -7
leaf_value=-0.00031306270461538635 -0.0002543589549478273 0.00041774325129205757 -0.00050716134127240867 -7.132328067511414e-05 0.00054460182319507507 -3.6209279244643547e-05
leaf_weight=0.0011680281747148756 0.0010065004026058198 0.0014259156720178605 0.0010256789887403387 0.0012756992844159772 0.0012280257428480992 0.0010897498258920849
leaf_count=336 525 390 631 227 762 250
internal_value=0 3.44034e-05 -6.5579e-05 5.7774e-05 0.000230775 0.000221098
internal_weight=0 0.0072131 0.00469743 0.00367175 0.00250373 0.00251567
internal_count=3121 2596 1956 1325 989 640
is_linear=0
shrinkage=0.00196078


Tree=9573
num_leaves=5
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split_feature=4 52 15 4
split_gain=9.694e-06 1.6263e-05 3.27426e-05 5.35175e-05
threshold=0.24564500000000003 0.10347000000000002 -0.016799999999999995 -0.084369999999999987
decision_type=2 2 2 2
left_child=1 2 -1 -4
right_child=-2 -3 3 -5
leaf_value=-0.014997209788313197 0.0066540420230513089 0.0084958100834766782 -0.013532427642728582 0.013924497009536735
leaf_weight=0.0018401857665913891 0.0016865971991989834 0.0011930036087647788 0.0012496944093953104 0.0016434680467609238
leaf_count=888 426 498 530 779
internal_value=0 -0.00193864 -0.00456856 0.00206455
internal_weight=0 0.00592635 0.00473335 0.00289316
internal_count=3121 2695 2197 1309
is_linear=0
shrinkage=0.1


Tree=9574
num_leaves=6
num_cat=0
split_feature=3 52 4 15 43
split_gain=8.12176e-06 1.50472e-05 2.18319e-05 2.51882e-05 4.59427e-05
threshold=0.13524500000000003 -0.088204999999999992 0.25615500000000008 -0.074054999999999996 -0.014584999999999999
decision_type=2 2 2 2 2
left_child=1 -1 3 -3 -5
right_child=-2 2 -4 4 -6
leaf_value=-0.011006559672872692 0.0078020101535448945 0.017512639949118038 -0.010696406694613367 -0.014798981539940706 0.010770904342630717
leaf_weight=0.0013015417276582703 0.0011272180847801154 0.0010961883456175499 0.0012160598059289211 0.0012404762484472679 0.0016208058319051649
leaf_count=650 192 514 307 753 705
internal_value=0 -0.00139551 0.0010224 0.00462339 -0.000314628
internal_weight=0 0.00647507 0.00517353 0.00395747 0.00286128
internal_count=3121 2929 2279 1972 1458
is_linear=0
shrinkage=0.1


Tree=9575
num_leaves=6
num_cat=0
split_feature=4 0 47 15 2
split_gain=9.51357e-06 1.45955e-05 2.72625e-05 4.11949e-05 2.57679e-05
threshold=0.24564500000000003 -0.10224499999999999 0.085270000000000026 0.088235000000000022 0.098260000000000014
decision_type=2 2 2 2 2
left_child=1 -1 3 4 -3
right_child=-2 2 -4 -5 -6
leaf_value=-0.009235096449409971 0.0066062771848569377 -0.022842748295644977 0.015741645037665557 0.013304214566180897 -0.00033315766921158328
leaf_weight=0.0018652639457868748 0.0016822317967771739 0.0010042343308348601 0.0010043624099603478 0.0010048144389222967 0.0010303510944921126
leaf_count=383 426 1029 300 634 349
internal_value=0 -0.00191741 0.00145801 -0.00326198 -0.0114435
internal_weight=0 0.00590903 0.00404376 0.0030394 0.00203459
internal_count=3121 2695 2312 2012 1378
is_linear=0
shrinkage=0.1


Tree=9576
num_leaves=5
num_cat=0
split_feature=0 151 2 4
split_gain=8.97103e-06 2.36544e-05 4.72615e-05 2.17207e-05
threshold=-0.060129999999999996 -0.0083949999999999979 0.092235000000000025 -0.35136499999999998
decision_type=2 2 2 2
left_child=1 -1 -3 -2
right_child=3 2 -4 -5
leaf_value=-0.014213648214385158 -0.004473096597577152 -0.0090642592259637476 0.013277007888314202 0.014152777514871318
leaf_weight=0.0012775191390718738 0.0012479674225127353 0.0019993149232087207 0.0017987706305803565 0.001256445640694544
leaf_count=487 227 1372 689 346
internal_value=0 -0.00244271 0.00151655 0.00487137
internal_weight=0 0.0050756 0.00379809 0.00250441
internal_count=3121 2548 2061 573
is_linear=0
shrinkage=0.1


Tree=9577
num_leaves=6
num_cat=0
split_feature=0 1 48 3 2
split_gain=8.4411e-06 2.83927e-05 2.68945e-05 2.90837e-05 3.39815e-05
threshold=0.041630000000000007 0.077565000000000009 0.092150000000000024 -0.074084999999999998 0.089775000000000008
decision_type=2 2 2 2 2
left_child=1 -1 3 -3 -5
right_child=-2 2 -4 4 -6
leaf_value=-0.014922139133840724 0.0070142584140490674 0.018337489221242679 -0.0097532596449764128 -0.012193751865233826 0.012858277748133874
leaf_weight=0.0012719555938981598 0.0013911063376454503 0.0013106063473287658 0.0014208529110418091 0.0011618796007332351 0.0010139645355630058
leaf_count=1554 252 549 216 276 274
internal_value=0 -0.00160777 0.00184326 0.00656926 -0.000519262
internal_weight=0 0.00617926 0.0049073 0.00348645 0.00217584
internal_count=3121 2869 1315 1099 550
is_linear=0
shrinkage=0.1


Tree=9578
num_leaves=6
num_cat=0
split_feature=51 43 12 2 4
split_gain=7.92026e-06 1.71185e-05 3.03759e-05 2.72584e-05 3.31122e-05
threshold=-0.076794999999999988 -0.14968999999999996 0.092355000000000007 0.089775000000000008 0.033845000000000007
decision_type=2 2 2 2 2
left_child=-1 -2 3 -3 -5
right_child=1 2 -4 4 -6
leaf_value=-0.0074167672351700582 0.013285486785795018 -0.0086295020189989108 -0.015236743866126938 0.01986838629192858 -0.001782830318056318
leaf_weight=0.0012151821866632226 0.0010168486680151041 0.0013439010630580221 0.0011535673662222282 0.0013653942580438992 0.0014634264532347836
leaf_count=537 234 1063 627 340 320
internal_value=0 0.00139594 -0.000873904 0.00309677 0.00866762
internal_weight=0 0.00634314 0.00532629 0.00417272 0.00282882
internal_count=3121 2584 2350 1723 660
is_linear=0
shrinkage=0.1


Tree=9579
num_leaves=7
num_cat=0
split_feature=457 15 43 52 1 3
split_gain=1.15594e-05 2.27063e-05 2.06466e-05 2.9837e-05 3.07248e-05 1.34343e-05
threshold=0.032140000000000009 0.088655000000000025 -0.04890499999999999 0.077655000000000016 0.10708500000000001 -0.084074999999999997
decision_type=2 2 2 2 2 2
left_child=1 2 5 4 -4 -1
right_child=-2 -3 3 -5 -6 -7
leaf_value=1.3575146070876606e-05 0.00019029073707233385 -0.00030343729415739738 -1.3544486616985216e-05 0.00016946498768608114 -0.00045726827676579587 0.00032795335033529704
leaf_weight=0.00105215840804969 0.0010187230927071649 0.0010201865020580342 0.0014302303798658562 0.0012787564741997839 0.0010334975965562646 0.0010383379900069422
leaf_count=449 296 662 474 410 211 619
internal_value=0 -3.3562e-05 1.36391e-05 -7.35482e-05 -0.00019968 0.000169725
internal_weight=0 0.00685317 0.00583298 0.00374248 0.00246373 0.0020905
internal_count=3121 2825 2163 1095 685 1068
is_linear=0
shrinkage=0.00196078


Tree=9580
num_leaves=6
num_cat=0
split_feature=51 47 3 2 15
split_gain=9.47895e-06 1.36491e-05 2.83972e-05 1.90952e-05 1.78738e-05
threshold=0.087505000000000013 0.077555000000000013 -0.059315 0.10559 0.013270000000000002
decision_type=2 2 2 2 2
left_child=1 2 4 -4 -1
right_child=-2 -3 3 -5 -6
leaf_value=-0.011228162754816291 -0.0084716700790418223 -0.0060631908405777025 0.021373879339634343 0.0027053974179595368 0.0057872857674901787
leaf_weight=0.0012866607635653091 0.0011291934832079265 0.0017523090977613074 0.0011599750422343106 0.0010383780795457872 0.0011867628442334191
leaf_count=794 435 361 303 254 974
internal_value=0 0.0014631 0.0042861 0.0125559 -0.00306405
internal_weight=0 0.00642409 0.00467178 0.00219835 0.00247342
internal_count=3121 2686 2325 557 1768
is_linear=0
shrinkage=0.1


Tree=9581
num_leaves=6
num_cat=0
split_feature=13 42 0 52 0
split_gain=8.75521e-06 2.58407e-05 1.95448e-05 2.13366e-05 2.74414e-05
threshold=-0.010739999999999998 0.075730000000000006 -0.019414999999999998 -0.066844999999999988 -0.14649999999999996
decision_type=2 2 2 2 2
left_child=1 -1 3 -2 -5
right_child=2 -3 -4 4 -6
leaf_value=0.014285791119496459 -0.018247881297721074 -0.0038301919536191131 0.0091918486639281163 0.010997198539882782 -0.011229457850272911
leaf_weight=0.0013778973459537673 0.0010755547485344617 0.001837211262935665 0.0010143558419463774 0.0010195639622076497 0.0012202893720354747
leaf_count=465 295 1445 245 137 534
internal_value=0 0.00393377 -0.00295481 -0.00667111 -0.00111206
internal_weight=0 0.00321511 0.00432976 0.00331541 0.00223985
internal_count=3121 1910 1211 966 671
is_linear=0
shrinkage=0.1


Tree=9582
num_leaves=7
num_cat=0
split_feature=457 15 151 4 15 4
split_gain=2.2834e-05 2.70064e-05 3.25156e-05 4.01219e-05 5.74205e-05 5.52157e-05
threshold=0.069910000000000014 0.088655000000000025 -0.0017399999999999998 0.24564500000000003 -0.037864999999999989 -0.084369999999999987
decision_type=2 2 2 2 2 2
left_child=1 2 -1 4 -4 -6
right_child=-2 -3 3 -5 5 -7
leaf_value=-0.00030833831452727376 0.00027641032594095651 -0.00032614745009777339 -0.00041890823788484925 0.0003772401827654499 -8.964979824950165e-05 0.00048272072343025202
leaf_weight=0.0010084663211686919 0.0010224091551795395 0.0010573131146051299 0.0010316592611293407 0.0012809383398544381 0.0017452555842592543 0.0010306575520416751
leaf_count=343 267 662 711 318 501 319
internal_value=0 -3.68562e-05 1.33115e-05 7.70577e-05 -2.39293e-05 0.000122863
internal_weight=0 0.00715429 0.00609698 0.00508851 0.00380757 0.00277591
internal_count=3121 2854 2192 1849 1531 820
is_linear=0
shrinkage=0.00196078


Tree=9583
num_leaves=5
num_cat=0
split_feature=52 52 13 2
split_gain=7.8306e-06 2.04186e-05 1.46265e-05 1.69388e-05
threshold=-0.081429999999999989 -0.0064899999999999992 -0.086589999999999986 0.095195000000000016
decision_type=2 2 2 2
left_child=-1 -2 -3 -4
right_child=1 2 3 -5
leaf_value=0.0061601172725849638 -0.014342070540581967 -0.0065091682580959492 0.011076445252125963 -0.0037243014349613761
leaf_weight=0.0016141063094871613 0.0010506072516919315 0.0016862608372994838 0.0018840903600477752 0.0013114812615025498
leaf_count=771 438 482 993 437
internal_value=0 -0.00169565 0.00102595 0.00500213
internal_weight=0 0.00593244 0.00488183 0.00319557
internal_count=3121 2350 1912 1430
is_linear=0
shrinkage=0.1


Tree=9584
num_leaves=5
num_cat=0
split_feature=4 42 43 2
split_gain=8.70574e-06 1.73718e-05 3.32053e-05 2.79448e-05
threshold=0.24564500000000003 -1.0000000180025095e-35 -0.074359999999999996 0.098035000000000011
decision_type=2 2 2 2
left_child=1 -1 -3 -4
right_child=-2 2 3 -5
leaf_value=-0.013192731367639661 0.0063516154050792112 0.014370239941593428 -0.012378118308690305 0.0056816262344441711
leaf_weight=0.0010941670038856531 0.0016720961494200116 0.0013056301462211718 0.0019248372095070174 0.0015441344696335263
leaf_count=797 426 785 762 351
internal_value=0 -0.00182756 0.000776934 -0.00433923
internal_weight=0 0.00586877 0.0047746 0.00346897
internal_count=3121 2695 1898 1113
is_linear=0
shrinkage=0.1


Tree=9585
num_leaves=6
num_cat=0
split_feature=52 52 15 2 12
split_gain=7.82936e-06 2.41294e-05 2.2059e-05 3.59796e-05 3.85677e-05
threshold=-0.046924999999999988 -0.11592499999999999 -0.11713499999999999 0.10613000000000002 0.088245000000000004
decision_type=2 2 2 2 2
left_child=1 -1 -2 4 -4
right_child=2 -3 3 -5 -6
leaf_value=-0.0067370358382972994 -0.01465490754938277 0.014008004388909834 -0.0050528212723456017 -0.014397804120429665 0.017436412642610682
leaf_weight=0.0010006255363726034 0.0011099571937660943 0.0012752481150449314 0.0014500496984255382 0.0010883022950590815 0.0016083949029570006
leaf_count=547 367 406 763 249 789
internal_value=0 0.0048871 -0.00213398 0.00121749 0.00677396
internal_weight=0 0.00227587 0.0052567 0.00414675 0.00305844
internal_count=3121 953 2168 1801 1552
is_linear=0
shrinkage=0.1


Tree=9586
num_leaves=7
num_cat=0
split_feature=4 150 13 0 2 43
split_gain=1.94077e-05 2.56157e-05 4.30115e-05 2.39545e-05 2.6967e-05 1.84936e-05
threshold=0.27044500000000005 0.086615000000000011 -0.13710499999999998 -0.10607499999999999 0.09142500000000002 -0.074359999999999996
decision_type=2 2 2 2 2 2
left_child=1 2 -1 -4 5 -5
right_child=-2 -3 3 4 -6 -7
leaf_value=-0.00035443854263345851 0.00021550570125388474 -0.00032918441283652093 0.0003304790167277546 4.355521388515347e-05 0.00022244922761583189 -0.00032227434458412187
leaf_weight=0.0010320248335504963 0.0013316045463301739 0.0010236041983530866 0.001172064864970207 0.0011120457331878909 0.0013572237663720559 0.001017286862778845
leaf_count=130 365 269 241 581 726 809
internal_value=0 -4.36233e-05 7.74196e-06 8.79758e-05 6.45431e-06 -0.00013122
internal_weight=0 0.00671425 0.00569065 0.00465862 0.00348656 0.00212933
internal_count=3121 2756 2487 2357 2116 1390
is_linear=0
shrinkage=0.00196078


Tree=9587
num_leaves=6
num_cat=0
split_feature=15 0 0 0 4
split_gain=9.20803e-06 2.46705e-05 2.97616e-05 2.69235e-05 2.35355e-05
threshold=-0.15026499999999995 -0.14920999999999998 -0.10011499999999998 -0.061629999999999997 -0.35136499999999998
decision_type=2 2 2 2 2
left_child=-1 -2 -3 -4 -5
right_child=1 2 3 4 -6
leaf_value=0.0086000845036400524 -0.013285842436691689 0.014821418701580706 -0.01371540537904762 -0.0057770107171928329 0.014121814975926815
leaf_weight=0.0010658807531422386 0.0013806351315189987 0.0013029559969864276 0.0013988545026989135 0.0012397008083498431 0.0011418641005838297
leaf_count=363 190 307 1777 227 257
internal_value=0 -0.00143157 0.00178803 -0.00270405 0.00376367
internal_weight=0 0.00646401 0.00508338 0.00378042 0.00238156
internal_count=3121 2758 2568 2261 484
is_linear=0
shrinkage=0.1


Tree=9588
num_leaves=7
num_cat=0
split_feature=15 49 15 16 13 15
split_gain=8.56954e-06 1.23938e-05 2.94013e-05 4.2721e-05 3.00949e-05 2.03611e-05
threshold=0.088655000000000025 -0.054984999999999992 -0.095869999999999983 -0.042349999999999992 -0.033284999999999988 -0.15914499999999995
decision_type=2 2 2 2 2 2
left_child=1 -1 5 -4 -5 -3
right_child=-2 2 3 4 -6 -7
leaf_value=-0.0087300441118192962 -0.0083032835486292547 0.0037354123409738694 0.02591398246082989 -0.010576501983490276 0.011920172907512273 -0.01643386596780742
leaf_weight=0.001023401245596035 0.0010689224388628566 0.0010000418641294122 0.0010309719563934647 0.0011017560760841131 0.001291924438716304 0.0010020340633292929
leaf_count=306 683 343 722 460 356 251
internal_value=0 0.00136397 0.00326755 0.00889545 0.00156547 -0.00635926
internal_weight=0 0.00645013 0.00542673 0.00342465 0.00239368 0.00200208
internal_count=3121 2438 2132 1538 816 594
is_linear=0
shrinkage=0.1


Tree=9589
num_leaves=6
num_cat=0
split_feature=42 160 49 42 0
split_gain=9.11175e-06 1.80803e-05 2.35003e-05 3.41901e-05 3.32459e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.043469999999999995 0.088915000000000008 -0.10224499999999999
decision_type=2 2 2 2 2
left_child=-1 -2 -3 4 -4
right_child=1 2 3 -5 -6
leaf_value=-0.0077640498834780081 -0.0084410954913728947 0.015858519230012851 -0.0071357696800586267 -0.014756474655880571 0.016461120828632048
leaf_weight=0.0012604612676059574 0.0014025390652716895 0.0013156313476364039 0.0010197451139855489 0.001066526578424932 0.0014405125897853719
leaf_count=862 828 274 154 540 463
internal_value=0 0.00155687 0.00445265 0.000197804 0.00668051
internal_weight=0 0.00624495 0.00484242 0.00352678 0.00246026
internal_count=3121 2259 1431 1157 617
is_linear=0
shrinkage=0.1


Tree=9590
num_leaves=5
num_cat=0
split_feature=4 42 43 2
split_gain=9.69082e-06 1.60044e-05 2.74178e-05 2.41873e-05
threshold=0.24564500000000003 -1.0000000180025095e-35 -0.074359999999999996 0.098035000000000011
decision_type=2 2 2 2
left_child=1 -1 -3 -4
right_child=-2 2 3 -5
leaf_value=-0.01285682393761046 0.0067409233386312994 0.012990298825241123 -0.011572210673573002 0.0052688856184522036
leaf_weight=0.0010890466711769775 0.0016574376234152598 0.001295402654576637 0.0019145220031411662 0.0015377847097204139
leaf_count=797 426 785 762 351
internal_value=0 -0.00192347 0.000584456 -0.00407057
internal_weight=0 0.00583676 0.00474771 0.00345231
internal_count=3121 2695 1898 1113
is_linear=0
shrinkage=0.1


Tree=9591
num_leaves=7
num_cat=0
split_feature=457 151 4 0 47 43
split_gain=3.82558e-05 2.93941e-05 5.39528e-05 3.79568e-05 4.87584e-05 5.74206e-05
threshold=0.069910000000000014 -0.0056149999999999993 0.24564500000000003 -0.10224499999999999 0.085270000000000026 0.016310000000000002
decision_type=2 2 2 2 2 2
left_child=1 -1 3 -3 5 -5
right_child=-2 2 -4 4 -6 -7
leaf_value=-0.00043164422371002329 0.00026671211812451375 -0.00050704792709103247 0.00027570133637198961 -0.00043500457085351291 0.00027874909055470323 0.00013974138171939332
leaf_weight=0.0010632846398025107 0.0010698585581934922 0.0010326152165652434 0.0013040165082640496 0.0017633641501594414 0.0010418718461139807 0.00107616873084273
leaf_count=339 267 240 324 1411 240 300
internal_value=0 -0.000130374 -7.88563e-05 -0.000172944 -8.40586e-05 -0.000217179
internal_weight=0 0.00728132 0.00621804 0.00491402 0.0038814 0.00283953
internal_count=3121 2854 2515 2191 1951 1711
is_linear=0
shrinkage=0.00196078


Tree=9592
num_leaves=6
num_cat=0
split_feature=52 12 1 48 0
split_gain=8.052e-06 1.91082e-05 4.17737e-05 4.90746e-05 2.3043e-05
threshold=0.11434500000000002 0.095110000000000014 0.11181500000000001 0.083685000000000009 -0.10011499999999998
decision_type=2 2 2 2 2
left_child=1 2 3 4 -1
right_child=-2 -3 -4 -5 -6
leaf_value=0.0070909409150722502 -0.0078036734796492618 0.011275135165905545 -0.018069276262933472 0.020943083310685083 -0.012099146848743692
leaf_weight=0.0010737216473215242 0.0011436485190777917 0.0014773103250798249 0.0011821738136831399 0.0011253689053122356 0.00149969731889457
leaf_count=217 501 558 294 332 1219
internal_value=0 0.0013106 -0.00170534 0.00352476 -0.00409236
internal_weight=0 0.00635827 0.00488096 0.00369879 0.00257342
internal_count=3121 2620 2062 1768 1436
is_linear=0
shrinkage=0.1


Tree=9593
num_leaves=6
num_cat=0
split_feature=157 42 0 2 2
split_gain=1.39376e-05 2.71855e-05 3.3378e-05 3.34366e-05 3.1432e-05
threshold=-1.0000000180025095e-35 0.092620000000000022 -0.019414999999999998 0.089775000000000008 0.10803500000000001
decision_type=2 2 2 2 2
left_child=-1 2 3 -2 -5
right_child=1 -3 -4 4 -6
leaf_value=-0.00021880882235431447 -0.00019890230485901367 -0.00025036821245400648 0.00034499014173059654 0.00037664952876576875 -6.7625237655074077e-05
leaf_weight=0.001029537172786271 0.0019016712152367557 0.0011431027650108862 0.0013923128399566742 0.0011873709682810852 0.0012640197756021458
leaf_count=571 1067 579 198 409 297
internal_value=0 2.57871e-05 8.07311e-05 -3.79129e-06 0.000147566
internal_weight=0 0.00688848 0.00574537 0.00435306 0.00245139
internal_count=3121 2550 1971 1773 706
is_linear=0
shrinkage=0.00196078


Tree=9594
num_leaves=6
num_cat=0
split_feature=12 160 0 0 4
split_gain=9.94991e-06 2.41313e-05 3.00607e-05 3.86578e-05 2.45907e-05
threshold=-0.010834999999999999 -1.0000000180025095e-35 -0.053834999999999994 -0.11756999999999999 0.0061450000000000003
decision_type=2 2 2 2 2
left_child=-1 -2 3 -3 -5
right_child=1 2 -4 4 -6
leaf_value=0.0090301546171563003 -0.01327237487538035 -0.0046549307469712217 -0.011161254995413662 0.0046558833537774687 0.026825737336200462
leaf_weight=0.0010345512911996866 0.0013776410114403536 0.0017361950572089549 0.0013467386760501361 0.0010009904747109908 0.001000275212177187
leaf_count=421 870 251 308 1075 196
internal_value=0 -0.00153271 0.00164833 0.00626408 0.0157368
internal_weight=0 0.00646184 0.0050842 0.00373746 0.00200127
internal_count=3121 2700 1830 1522 1271
is_linear=0
shrinkage=0.1


Tree=9595
num_leaves=5
num_cat=0
split_feature=15 1 47 4
split_gain=8.66234e-06 2.8519e-05 3.64435e-05 2.19337e-05
threshold=0.035560000000000008 1.0000000180025095e-35 0.077555000000000013 0.0052350000000000009
decision_type=2 2 2 2
left_child=1 -1 3 -3
right_child=-2 2 -4 -5
leaf_value=-0.0099472067716983251 -0.0062699108791500931 0.0036594535044762681 -0.0042674851521392722 0.023147445323941317
leaf_weight=0.0015206592053753519 0.0017305674301742536 0.0010490266045357149 0.001899072596931201 0.0012849648051834119
leaf_count=851 1180 399 343 348
internal_value=0 0.00179917 0.00601887 0.0143884
internal_weight=0 0.00575372 0.00423306 0.00233399
internal_count=3121 1941 1090 747
is_linear=0
shrinkage=0.1


Tree=9596
num_leaves=6
num_cat=0
split_feature=12 160 151 4 13
split_gain=8.55137e-06 2.14617e-05 2.41195e-05 5.08784e-05 3.05295e-05
threshold=-0.010834999999999999 -1.0000000180025095e-35 -0.0056149999999999993 0.053180000000000012 -0.074044999999999986
decision_type=2 2 2 2 2
left_child=-1 -2 -3 4 -4
right_child=1 2 3 -5 -6
leaf_value=0.0083951546554932362 -0.012494475981830899 -0.012124272831762893 0.009863684241700867 0.020096227406885769 -0.012221565580350128
leaf_weight=0.0010313484020652132 0.0013746804146699352 0.0010231119699236233 0.0010499455037633369 0.001446296190230107 0.0015498288260253278
leaf_count=421 870 255 401 262 912
internal_value=0 -0.00141224 0.00159308 0.00506172 -0.00330221
internal_weight=0 0.00644386 0.00506918 0.00404607 0.00259977
internal_count=3121 2700 1830 1575 1313
is_linear=0
shrinkage=0.1


Tree=9597
num_leaves=5
num_cat=0
split_feature=15 42 2 15
split_gain=8.40934e-06 1.29709e-05 2.47726e-05 4.06798e-05
threshold=0.088655000000000025 0.084050000000000014 0.10613000000000002 -0.040439999999999997
decision_type=2 2 2 2
left_child=1 2 3 -1
right_child=-2 -3 -4 -5
leaf_value=-0.0036465172115495632 -0.0083181917823062276 -0.0065769107135877835 -0.005231120014407043 0.019859822661893494
leaf_weight=0.0013158558676030975 0.0010566640942239998 0.0015729829678622874 0.0018455003163483034 0.0016713319573371276
leaf_count=446 683 970 403 619
internal_value=0 0.0013105 0.00387777 0.00950528
internal_weight=0 0.00640567 0.00483269 0.00298719
internal_count=3121 2438 1468 1065
is_linear=0
shrinkage=0.1


Tree=9598
num_leaves=6
num_cat=0
split_feature=0 1 3 12 16
split_gain=7.75017e-06 2.28096e-05 1.78102e-05 3.25683e-05 3.0662e-05
threshold=0.10455500000000001 0.077565000000000009 0.076840000000000006 0.088365000000000013 -0.062804999999999986
decision_type=2 2 2 2 2
left_child=1 -1 3 -3 -4
right_child=-2 2 4 -5 -6
leaf_value=-0.012597395945586591 0.0077010833319048318 0.02110832834834446 0.005094194351531578 -0.0021973674037117845 -0.017436322587586549
leaf_weight=0.0014120830044510322 0.0011004274730157882 0.0010568783779708155 0.0014767027555029945 0.0013858818219774486 0.0010221132524230092
leaf_count=1571 168 468 221 524 169
internal_value=0 -0.00138884 0.00181407 0.00788602 -0.00412167
internal_weight=0 0.00635366 0.00494158 0.00244276 0.00249882
internal_count=3121 2953 1382 992 390
is_linear=0
shrinkage=0.1


Tree=9599
num_leaves=7
num_cat=0
split_feature=0 1 16 52 16 3
split_gain=1.34525e-05 1.95478e-05 2.061e-05 2.81974e-05 2.37475e-05 9.21808e-06
threshold=0.13134000000000004 0.077565000000000009 0.071345000000000006 -0.049749999999999996 -0.078844999999999985 -0.042499999999999989
decision_type=2 2 2 2 2 2
left_child=1 -1 3 -3 5 -5
right_child=-2 2 -4 4 -6 -7
leaf_value=-0.00022910016710760392 0.00020722004191342424 0.00035184362938374251 -0.00023025485977098934 0.00024191948137850447 -0.00025077460487874669 -2.2812330716257593e-05
leaf_weight=0.0015554677890316304 0.0010018405821685004 0.0010986501598308071 0.001007945950432243 0.0010216619190725697 0.0010657919223052157 0.0010013187393933516
leaf_count=1575 84 290 293 283 356 240
internal_value=0 -3.62689e-05 2.14638e-05 8.20545e-05 -1.39072e-05 0.000110885
internal_weight=0 0.00675084 0.00519537 0.00418742 0.00308877 0.00202298
internal_count=3121 3037 1462 1169 879 523
is_linear=0
shrinkage=0.00196078


Tree=9600
num_leaves=6
num_cat=0
split_feature=403 42 12 3 16
split_gain=2.78767e-05 5.96555e-05 8.71585e-05 5.17022e-05 1.53192e-05
threshold=0.03138500000000001 0.088060000000000013 0.084100000000000022 0.076840000000000006 -0.062804999999999986
decision_type=2 2 2 2 2
left_child=1 2 3 -1 -5
right_child=-2 -3 -4 4 -6
leaf_value=0.00038292006323296989 0.00029187829980375916 0.00027045891563072299 -0.00052026961586431404 7.1682939264048805e-07 -0.00028972256373551694
leaf_weight=0.0010515792317334631 0.0010281604550889398 0.0016844486189720427 0.0017038337303401587 0.0015996368245005123 0.0012390019973128759
leaf_count=418 376 861 1096 195 175
internal_value=0 -5.30368e-05 -0.000150446 1.15291e-05 -0.000126053
internal_weight=0 0.0072785 0.00559405 0.00389022 0.00283864
internal_count=3121 2745 1884 788 370
is_linear=0
shrinkage=0.00196078


Tree=9601
num_leaves=6
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split_feature=2 3 43 4 16
split_gain=7.85127e-06 2.7207e-05 2.26721e-05 5.38024e-05 2.07514e-05
threshold=0.088225000000000012 -0.078934999999999991 0.016310000000000002 -0.064804999999999988 -0.16927999999999996
decision_type=2 2 2 2 2
left_child=1 -1 3 -2 -5
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leaf_value=-0.016780251893712777 -0.019905715529232391 0.0039609405060745074 0.014378546706729443 -0.004075661177252385 0.014187759548541144
leaf_weight=0.001064763119195193 0.001112183680232966 0.0015575799860615409 0.0011813364388544067 0.0010789797102468122 0.0014693508644538422
leaf_count=1038 394 477 298 243 671
internal_value=0 -0.00446071 0.00233306 -0.00155431 0.00645491
internal_weight=0 0.00262234 0.00484185 0.00366051 0.00254833
internal_count=3121 1515 1606 1308 914
is_linear=0
shrinkage=0.1


Tree=9602
num_leaves=5
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split_feature=12 52 49 15
split_gain=7.90725e-06 1.8492e-05 1.89488e-05 5.86206e-05
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decision_type=2 2 2 2
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right_child=-2 -3 3 -5
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leaf_weight=0.0012525084305257516 0.0010111876306705611 0.0018418922307472827 0.0018650168836536558 0.0014810209407353488
leaf_count=338 349 934 790 710
internal_value=0 0.00124191 -0.00214931 -0.00607671
internal_weight=0 0.00644044 0.00459855 0.00334604
internal_count=3121 2772 1838 1500
is_linear=0
shrinkage=0.1


Tree=9603
num_leaves=6
num_cat=0
split_feature=0 16 16 1 0
split_gain=1.22495e-05 2.42365e-05 3.03851e-05 3.20238e-05 2.03201e-05
threshold=0.13134000000000004 0.071345000000000006 -0.014034999999999997 0.085110000000000005 -0.11756999999999999
decision_type=2 2 2 2 2
left_child=1 2 3 -1 -5
right_child=-2 -3 -4 4 -6
leaf_value=-0.00034438770652830676 0.00019597339409288517 -0.00026921553611415519 0.00031085648907646572 -8.0902551287721791e-05 0.00023566195825743013
leaf_weight=0.0010761676359314141 0.0010131822688514555 0.0013604276439814463 0.0011221773125266116 0.0019461446850191928 0.001300552443308759
leaf_count=1070 84 535 616 262 554
internal_value=0 -3.51171e-05 2.33717e-05 -5.12568e-05 4.59059e-05
internal_weight=0 0.00680547 0.00544504 0.00432286 0.0032467
internal_count=3121 3037 2502 1886 816
is_linear=0
shrinkage=0.00196078


Tree=9604
num_leaves=5
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split_feature=4 16 4 0
split_gain=8.88423e-06 1.9451e-05 2.13105e-05 4.38979e-05
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decision_type=2 2 2 2
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leaf_value=-0.012517200514020461 0.0064315833120226311 -0.019506999700836289 0.011585273694175897 0.0054409705907661962
leaf_weight=0.0013278204197545622 0.0016477292159419732 0.0010891061152756474 0.0013826137374778865 0.0020013871175777608
leaf_count=393 426 1259 285 758
internal_value=0 -0.00188907 0.00126584 -0.00335083
internal_weight=0 0.00580093 0.00447311 0.00309049
internal_count=3121 2695 2302 2017
is_linear=0
shrinkage=0.1


Tree=9605
num_leaves=7
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split_feature=457 2 52 0 13 16
split_gain=1.8353e-05 3.65031e-05 6.26324e-05 4.20111e-05 6.37277e-05 5.0685e-05
threshold=0.069910000000000014 0.11293500000000002 0.10160000000000001 -0.084269999999999984 -0.0034749999999999994 -0.15012499999999998
decision_type=2 2 2 2 2 2
left_child=1 2 3 5 -5 -1
right_child=-2 -3 -4 4 -6 -7
leaf_value=9.0619948901643127e-05 0.0002390514662158288 0.00019516371418792626 -0.0005582315952885787 0.0004766581687454308 -0.00019541035746010646 -0.00052579364900072793
leaf_weight=0.0010121175598417202 0.0010138731920223583 0.0018359978496211172 0.0010351915023809558 0.0011847896691035194 0.0010005478452448911 0.0010396742100528223
leaf_count=161 267 482 472 607 376 756
internal_value=0 -4.29455e-05 -0.000125863 -2.02292e-05 0.000168954 -0.000221726
internal_weight=0 0.00710832 0.00527232 0.00423713 0.00218534 0.00205179
internal_count=3121 2854 2372 1900 983 917
is_linear=0
shrinkage=0.00196078


Tree=9606
num_leaves=6
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split_feature=3 52 4 43 0
split_gain=8.14311e-06 1.5721e-05 2.47369e-05 4.95734e-05 2.47356e-05
threshold=0.13524500000000003 -0.088204999999999992 -0.0016099999999999997 -0.014584999999999999 -0.17169499999999996
decision_type=2 2 2 2 2
left_child=1 -1 3 -3 -4
right_child=-2 2 4 -5 -6
leaf_value=-0.011388744098491756 0.007844144454732643 -0.0074542675465069479 0.0066641749666784336 0.022387350700027481 -0.012572644330489106
leaf_weight=0.0012689898472997832 0.0011117341832185745 0.0010166150804658423 0.0010862354195860621 0.0012304443469651129 0.0017378149862478189
leaf_count=650 192 843 123 659 654
internal_value=0 -0.00143436 0.00105661 0.0088864 -0.00517344
internal_weight=0 0.0063401 0.00507111 0.00224706 0.00282405
internal_count=3121 2929 2279 1502 777
is_linear=0
shrinkage=0.1


Tree=9607
num_leaves=6
num_cat=0
split_feature=159 12 52 16 43
split_gain=1.37239e-05 2.6553e-05 4.22168e-05 3.64513e-05 4.22894e-05
threshold=0.030370000000000005 0.10124000000000001 -0.0064899999999999992 -0.36241499999999999 -0.0037449999999999996
decision_type=2 2 2 2 2
left_child=1 2 -1 -4 -5
right_child=-2 -3 3 4 -6
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leaf_weight=0.0016351975210241662 0.0010080080678867729 0.001070841601240608 0.0013969347343752488 0.0012784095799901777 0.0015039115953572628
leaf_count=700 549 347 253 813 459
internal_value=0 -3.71185e-05 1.51371e-05 0.000119646 0.0002494
internal_weight=0 0.0068853 0.00581445 0.00417926 0.00278232
internal_count=3121 2572 2225 1525 1272
is_linear=0
shrinkage=0.00196078


Tree=9608
num_leaves=7
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split_feature=4 12 0 151 2 16
split_gain=2.97228e-05 3.62302e-05 4.52015e-05 3.516e-05 6.34253e-05 1.06823e-05
threshold=-0.46376499999999993 0.092355000000000007 -0.062294999999999996 -0.0083949999999999979 0.10381000000000001 -0.088159999999999988
decision_type=2 2 2 2 2 2
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right_child=1 -3 -4 4 -6 -7
leaf_value=-0.00031785601209924293 -0.00026355382974065534 -0.00022490107261658175 0.00045745356453636397 4.7380541399318094e-05 0.00045570901014298459 -0.0002369013456862803
leaf_weight=0.0010438576073284935 0.0012198305725178073 0.0016025903082250289 0.0011431974158358123 0.0010252831436918474 0.0013419748383666301 0.0010076384854594493
leaf_count=183 424 863 222 427 233 769
internal_value=0 3.57553e-05 0.000108556 2.17481e-05 0.000124868 -9.35267e-05
internal_weight=0 0.00734051 0.00573792 0.00459473 0.0033749 0.00203292
internal_count=3121 2938 2075 1853 1429 1196
is_linear=0
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Tree=9609
num_leaves=5
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split_feature=1 47 1 12
split_gain=8.06793e-06 1.48549e-05 2.62547e-05 3.63925e-05
threshold=0.12408500000000001 0.092530000000000015 0.095285000000000022 0.088245000000000004
decision_type=2 2 2 2
left_child=1 2 3 -1
right_child=-2 -3 -4 -5
leaf_value=-0.013692802793439058 0.007998741905764193 -0.012571848617236451 0.011368653027188097 0.0059209696110120794
leaf_weight=0.0018893533465915756 0.0010661168074171676 0.0010031212818104682 0.0016117006416852 0.0018946448283458724
leaf_count=1048 289 264 489 1031
internal_value=0 -0.00139723 0.000680256 -0.0038722
internal_weight=0 0.00639882 0.0053957 0.003784
internal_count=3121 2832 2568 2079
is_linear=0
shrinkage=0.1


Tree=9610
num_leaves=6
num_cat=0
split_feature=457 15 52 52 3
split_gain=2.25314e-05 2.90784e-05 2.68424e-05 3.60167e-05 5.86096e-05
threshold=0.069910000000000014 1.0000000180025095e-35 -0.081934999999999994 0.10347000000000002 0.095270000000000007
decision_type=2 2 2 2 2
left_child=1 2 -1 4 -4
right_child=-2 -3 3 -5 -6
leaf_value=0.00028978625443752329 0.000269410163753283 -0.00025731447894853163 4.8092232607688536e-05 0.00023964324746170062 -0.0005373339000001383
leaf_weight=0.0011851980908232553 0.0010073199864112483 0.0018226472792432346 0.001794995667415484 0.0011943824184933705 0.0010375061793497441
leaf_count=572 267 1167 693 304 118
internal_value=0 -4.41347e-05 3.04135e-05 -4.59254e-05 -0.000166341
internal_weight=0 0.00703473 0.00521208 0.00402688 0.0028325
internal_count=3121 2854 1687 1115 811
is_linear=0
shrinkage=0.00196078


Tree=9611
num_leaves=6
num_cat=0
split_feature=51 160 43 16 2
split_gain=8.24181e-06 1.81273e-05 2.9102e-05 3.38646e-05 6.06254e-05
threshold=0.08955500000000001 -0.027994999999999996 -0.15323999999999996 -0.083134999999999987 0.092365000000000017
decision_type=2 2 2 2 2
left_child=1 -1 -3 4 -4
right_child=-2 2 3 -5 -6
leaf_value=0.01241726322076738 -0.008360676519920892 0.013785234520819874 0.018848812771081289 -0.014861504017431602 -0.013496116407734069
leaf_weight=0.0011902593205265644 0.0010295423748557103 0.0010335672265765995 0.0011946858786962005 0.0018939769584460824 0.0011253280982589805
leaf_count=691 409 179 487 1096 259
internal_value=0 0.00127547 -0.00125173 -0.00493985 0.00315983
internal_weight=0 0.00643782 0.00524756 0.00421399 0.00232001
internal_count=3121 2712 2021 1842 746
is_linear=0
shrinkage=0.1


Tree=9612
num_leaves=7
num_cat=0
split_feature=457 15 43 2 4 3
split_gain=2.08013e-05 2.93791e-05 2.83394e-05 2.92075e-05 3.07671e-05 1.36814e-05
threshold=0.069910000000000014 0.088655000000000025 -0.04890499999999999 0.098260000000000014 0.053925000000000008 -0.084074999999999997
decision_type=2 2 2 2 2 2
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right_child=-2 -3 3 4 -6 -7
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leaf_weight=0.0010673892580719509 0.0010006518678063675 0.0010212270035583303 0.0016722057867798123 0.0010453237036361967 0.0011017134659764654 0.0010429955027505451
leaf_count=461 267 662 683 216 199 633
internal_value=0 -3.91284e-05 1.37743e-05 -8.69892e-05 6.43367e-05 0.00019613
internal_weight=0 0.00695085 0.00592963 0.00381924 0.00214704 0.00211038
internal_count=3121 2854 2192 1098 415 1094
is_linear=0
shrinkage=0.00196078


Tree=9613
num_leaves=7
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split_feature=457 1 4 0 1 16
split_gain=2.31305e-05 2.47987e-05 3.903e-05 3.75337e-05 2.88444e-05 2.18538e-05
threshold=0.069910000000000014 0.11588000000000001 -0.082109999999999975 -0.10011499999999998 0.097525000000000014 0.15891500000000003
decision_type=2 2 2 2 2 2
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right_child=-2 -3 3 -5 -6 -7
leaf_value=0.00028465598713777791 0.00027029167832706892 0.00016903265161922944 0.0001310776393642062 -0.00053053765397727542 -0.00032044036349507086 -0.00010808999181006115
leaf_weight=0.0011307687463260427 0.0010187083807796996 0.001601847269953543 0.0011045902410787103 0.0011394458722360145 0.0010717671267156995 0.0010509804408914472
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internal_weight=0 0.0070994 0.00549755 0.0033158 0.00217636 0.00218175
internal_count=3121 2854 2472 1766 351 706
is_linear=0
shrinkage=0.00196078


Tree=9614
num_leaves=6
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split_feature=16 4 2 48 52
split_gain=8.06457e-06 2.26667e-05 2.93198e-05 2.90533e-05 3.39105e-05
threshold=-0.48836499999999994 0.098655000000000007 0.10912000000000001 0.083685000000000009 0.090245000000000006
decision_type=2 2 2 2 2
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leaf_weight=0.0011834100931613243 0.0018701580964862975 0.0012975395004110393 0.0010680407676968056 0.0010023628533414736 0.0010525147486801544
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internal_weight=0 0.00629062 0.00499308 0.00392504 0.00292267
internal_count=3121 2847 2556 2199 1818
is_linear=0
shrinkage=0.1


Tree=9615
num_leaves=5
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split_feature=457 15 43 2
split_gain=1.23243e-05 2.82287e-05 2.29905e-05 4.38355e-05
threshold=0.032140000000000009 1.0000000180025095e-35 -0.04890499999999999 0.098260000000000014
decision_type=2 2 2 2
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leaf_weight=0.001793166577261435 0.0010133998146834517 0.0017656773371139437 0.0013339351735897156 0.0019349160160355827
leaf_count=907 296 1167 356 395
internal_value=0 -3.90517e-05 3.54098e-05 -6.24613e-05
internal_weight=0 0.0068277 0.00506202 0.00326885
internal_count=3121 2825 1658 751
is_linear=0
shrinkage=0.00196078


Tree=9616
num_leaves=7
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split_feature=457 1 4 0 3 16
split_gain=1.69587e-05 2.97506e-05 3.29731e-05 5.11744e-05 3.69683e-05 2.8054e-05
threshold=0.069910000000000014 0.12408500000000001 -0.082109999999999975 -0.10011499999999998 0.086245000000000016 0.15891500000000003
decision_type=2 2 2 2 2 2
left_child=1 2 5 4 -4 -1
right_child=-2 -3 3 -5 -6 -7
leaf_value=0.00031362516650383534 0.00023435192947415923 0.00026074512024885184 0.00018304940966665017 -0.00052632664288729042 -0.00029294533903530007 -0.00012919343497658792
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leaf_count=542 267 271 273 1494 104 170
internal_value=0 -3.80757e-05 -9.22826e-05 -0.000203506 -4.20653e-05 9.84087e-05
internal_weight=0 0.00706137 0.00597711 0.00377518 0.00251663 0.00220193
internal_count=3121 2854 2583 1871 377 712
is_linear=0
shrinkage=0.00196078


Tree=9617
num_leaves=7
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split_feature=457 12 52 0 0 3
split_gain=2.34254e-05 3.67912e-05 4.09134e-05 3.86235e-05 2.06486e-05 5.19766e-05
threshold=0.069910000000000014 -0.010834999999999999 0.11434500000000002 -0.14920999999999998 -0.10011499999999998 -0.088084999999999983
decision_type=2 2 2 2 2 2
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right_child=-2 2 -4 4 5 -7
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internal_weight=0 0.00723339 0.00619588 0.00518906 0.00388219 0.00277398
internal_count=3121 2854 2507 2072 1931 1756
is_linear=0
shrinkage=0.00196078


Tree=9618
num_leaves=7
num_cat=0
split_feature=457 1 42 4 4 12
split_gain=2.15767e-05 2.70684e-05 3.10649e-05 3.65287e-05 5.49692e-05 2.10183e-05
threshold=0.069910000000000014 0.12408500000000001 0.091545000000000015 -0.077679999999999985 0.053180000000000012 0.090165000000000009
decision_type=2 2 2 2 2 2
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right_child=-2 -3 -4 4 -6 -7
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internal_weight=0 0.00697717 0.00591463 0.00490305 0.00282877 0.00207428
internal_count=3121 2854 2583 2000 1165 835
is_linear=0
shrinkage=0.00196078


Tree=9619
num_leaves=6
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split_feature=51 160 43 15 3
split_gain=8.3583e-06 1.48076e-05 2.53454e-05 2.40436e-05 4.45586e-05
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decision_type=2 2 2 2 2
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internal_weight=0 0.00638378 0.00518654 0.00414752 0.00299722
internal_count=3121 2686 1995 1817 1012
is_linear=0
shrinkage=0.1


Tree=9620
num_leaves=5
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split_feature=15 1 3 48
split_gain=9.39145e-06 2.38851e-05 3.55696e-05 3.76124e-05
threshold=0.035560000000000008 1.0000000180025095e-35 0.10893000000000001 0.085130000000000025
decision_type=2 2 2 2
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leaf_weight=0.0015177438052825128 0.0017368684469423442 0.0019237751403906949 0.0012429537452026975 0.0010703398878790691
leaf_count=851 1180 643 222 225
internal_value=0 0.00187957 0.00573536 0.0116387
internal_weight=0 0.00575481 0.00423707 0.00299412
internal_count=3121 1941 1090 868
is_linear=0
shrinkage=0.1


Tree=9621
num_leaves=6
num_cat=0
split_feature=457 15 15 3 12
split_gain=2.62689e-05 3.48199e-05 2.82459e-05 3.55391e-05 2.25512e-05
threshold=0.069910000000000014 1.0000000180025095e-35 -0.016799999999999995 0.095270000000000007 0.088365000000000013
decision_type=2 2 2 2 2
left_child=1 2 3 4 -1
right_child=-2 -3 -4 -5 -6
leaf_value=0.00029584786110970678 0.00028999834298311356 -0.00028321118638468601 0.00022850558203616682 -0.00032799631577677029 -0.0001132651539899565
leaf_weight=0.0010084211292862326 0.0010100432677211313 0.0018015153487568368 0.0018388771148673492 0.0012982762234339962 0.0010651924169300256
leaf_count=547 267 1167 385 186 569
internal_value=0 -4.82233e-05 3.30189e-05 -7.35907e-05 8.5691e-05
internal_weight=0 0.00701228 0.00521077 0.00337189 0.00207361
internal_count=3121 2854 1687 1302 1116
is_linear=0
shrinkage=0.00196078


Tree=9622
num_leaves=5
num_cat=0
split_feature=0 1 48 2
split_gain=9.09333e-06 2.39121e-05 1.81829e-05 3.14013e-05
threshold=0.041630000000000007 0.077565000000000009 0.086260000000000017 1.0000000180025095e-35
decision_type=2 2 2 2
left_child=1 -1 3 -3
right_child=-2 2 -4 -5
leaf_value=-0.014017815992662445 0.0072658400756380375 -0.0031733038367444261 -0.0070230483464670188 0.016741854921697479
leaf_weight=0.0012558958793092009 0.0013810769427415343 0.0017422324964138521 0.001660992411261419 0.0014512233185373607
leaf_count=1554 252 622 300 393
internal_value=0 -0.00171882 0.00146305 0.00587687
internal_weight=0 0.00611034 0.00485445 0.00319346
internal_count=3121 2869 1315 1015
is_linear=0
shrinkage=0.1


Tree=9623
num_leaves=6
num_cat=0
split_feature=13 42 0 4 52
split_gain=8.75912e-06 2.29843e-05 1.96986e-05 2.39422e-05 9.94243e-06
threshold=-0.010739999999999998 0.075730000000000006 -0.019414999999999998 0.08184000000000001 -0.0064899999999999992
decision_type=2 2 2 2 2
left_child=1 -1 3 4 -2
right_child=2 -3 -4 -5 -6
leaf_value=0.013728288617177804 -0.0074844296543601311 -0.0034323838695461679 0.0092159042310761153 -0.018189263850625133 0.0062509341267928901
leaf_weight=0.001364912644652719 0.0010194822667781178 0.0018227723857559505 0.00100936185156713 0.0011760998113639304 0.0010909448310423594
leaf_count=465 310 1445 245 165 491
internal_value=0 0.00391552 -0.00300311 -0.00675583 -0.000384197
internal_weight=0 0.00318769 0.00429589 0.00328653 0.00211043
internal_count=3121 1910 1211 966 801
is_linear=0
shrinkage=0.1


Tree=9624
num_leaves=6
num_cat=0
split_feature=457 2 52 13 1
split_gain=2.8727e-05 2.61356e-05 5.46895e-05 4.24777e-05 2.60588e-05
threshold=0.069910000000000014 0.11293500000000002 0.10160000000000001 -0.084034999999999985 0.086560000000000012
decision_type=2 2 2 2 2
left_child=1 2 3 -1 -5
right_child=-2 -3 -4 4 -6
leaf_value=0.00030509656656514976 0.00030344934233857043 0.00015160243649162445 -0.00052418379714886342 9.5146845183005343e-05 -0.00027738912676428956
leaf_weight=0.0011267083942183374 0.0010137622312711763 0.0018417048679255105 0.0010332244966883468 0.0011460211855353075 0.0019506655833750372
leaf_count=544 267 482 472 772 584
internal_value=0 -4.94047e-05 -0.000119829 -2.09069e-05 -0.000139521
internal_weight=0 0.00709832 0.00525662 0.0042234 0.00309669
internal_count=3121 2854 2372 1900 1356
is_linear=0
shrinkage=0.00196078


Tree=9625
num_leaves=5
num_cat=0
split_feature=4 42 43 2
split_gain=1.01698e-05 1.69616e-05 3.55994e-05 2.5716e-05
threshold=0.24564500000000003 -1.0000000180025095e-35 -0.074359999999999996 0.098035000000000011
decision_type=2 2 2 2
left_child=1 -1 -3 -4
right_child=-2 2 3 -5
leaf_value=-0.013330421441782855 0.0068448379418253741 0.014645958092527268 -0.012546511314311896 0.0048341875713912158
leaf_weight=0.0010805317641267896 0.001662237394839945 0.0013008004346042983 0.0019031219088245354 0.0015402219829238444
leaf_count=797 426 785 762 351
internal_value=0 -0.00202317 0.000552186 -0.00477205
internal_weight=0 0.00582468 0.00474414 0.00344334
internal_count=3121 2695 1898 1113
is_linear=0
shrinkage=0.1


Tree=9626
num_leaves=6
num_cat=0
split_feature=16 4 2 48 52
split_gain=8.78771e-06 1.98697e-05 2.38746e-05 2.8536e-05 2.97061e-05
threshold=-0.48836499999999994 0.098655000000000007 0.10912000000000001 0.083685000000000009 0.090245000000000006
decision_type=2 2 2 2 2
left_child=-1 2 3 4 -2
right_child=1 -3 -4 -5 -6
leaf_value=0.0078447230894861542 0.00027894130180000279 -0.012564070163749733 0.014597861558066222 0.012284141350493863 -0.020723651759244285
leaf_weight=0.0011865359573498858 0.001875031781756019 0.0012973021701204847 0.0010661501139212128 0.0010026117302459978 0.0010508785440526713
leaf_count=274 1367 291 357 381 451
internal_value=0 -0.00153762 0.00132636 -0.00227536 -0.00726441
internal_weight=0 0.00629197 0.00499467 0.00392852 0.00292591
internal_count=3121 2847 2556 2199 1818
is_linear=0
shrinkage=0.1


Tree=9627
num_leaves=5
num_cat=0
split_feature=4 16 4 4
split_gain=8.74228e-06 1.67237e-05 2.1124e-05 4.10611e-05
threshold=0.24564500000000003 -0.094359999999999986 0.0052350000000000009 -0.082109999999999975
decision_type=2 2 2 2
left_child=1 -1 3 -3
right_child=-2 2 -4 -5
leaf_value=-0.011727759992306406 0.0063515015596887813 0.0057112637255586343 0.011297964785146646 -0.017894752781862509
leaf_weight=0.0013285208145522743 0.0016615163636432345 0.0018773506772413091 0.0013876591413761173 0.0012129406861303576
leaf_count=393 426 696 285 1321
internal_value=0 -0.00187482 0.00104836 -0.00355411
internal_weight=0 0.00580647 0.00447795 0.00309029
internal_count=3121 2695 2302 2017
is_linear=0
shrinkage=0.1


Tree=9628
num_leaves=7
num_cat=0
split_feature=0 16 16 16 48 12
split_gain=1.56543e-05 1.94254e-05 2.59041e-05 2.79308e-05 3.55412e-05 2.25621e-05
threshold=0.13134000000000004 0.071345000000000006 -0.014034999999999997 -0.083134999999999987 0.085845000000000019 0.088930000000000023
decision_type=2 2 2 2 2 2
left_child=1 2 3 4 5 -1
right_child=-2 -3 -4 -5 -6 -7
leaf_value=-8.7524671017275077e-06 0.00022097487182434731 -0.00024666677756264495 0.00027759495579938759 -0.00032141516331064704 -0.00023725264818240399 0.00039851950363181075
leaf_weight=0.0010741204238234807 0.0010189927949816541 0.0013885613772401523 0.0011295957199644593 0.0011273822034337656 0.001169169833582446 0.001019171325674867
leaf_count=582 84 535 616 796 214 294
internal_value=0 -3.93645e-05 1.27879e-05 -5.53523e-05 3.65889e-05 0.000189538
internal_weight=0 0.006908 0.00551944 0.00438984 0.00326246 0.00209329
internal_count=3121 3037 2502 1886 1090 876
is_linear=0
shrinkage=0.00196078


Tree=9629
num_leaves=6
num_cat=0
split_feature=4 13 13 12 15
split_gain=1.21685e-05 1.86663e-05 3.13178e-05 2.67172e-05 3.13128e-05
threshold=0.24564500000000003 -0.13710499999999998 -0.074044999999999986 0.051320000000000005 -0.026084999999999994
decision_type=2 2 2 2 2
left_child=1 -1 -3 4 -4
right_child=-2 2 3 -5 -6
leaf_value=-0.00027872894994467257 0.00014079152707399608 0.00030378307022472302 -0.00015204084488331282 -0.0002785544936245949 0.00028743198503020312
leaf_weight=0.0010717295748343143 0.0017733311014265377 0.0010719615515857196 0.0013494449603280974 0.0015190696652427208 0.001158419598093958
leaf_count=166 426 960 222 1168 179
internal_value=0 -4.35006e-05 5.94171e-06 -7.3343e-05 5.09581e-05
internal_weight=0 0.00617063 0.0050989 0.00402693 0.00250786
internal_count=3121 2695 2529 1569 401
is_linear=0
shrinkage=0.00196078


Tree=9630
num_leaves=6
num_cat=0
split_feature=0 16 16 151 2
split_gain=1.67728e-05 2.39422e-05 2.84321e-05 3.41227e-05 5.96807e-05
threshold=0.13134000000000004 0.071345000000000006 -0.014034999999999997 -0.0083949999999999979 0.092235000000000025
decision_type=2 2 2 2 2
left_child=1 2 3 -1 -5
right_child=-2 -3 -4 4 -6
leaf_value=-0.00036345014865442061 0.00023094779377999064 -0.00026536240361571078 0.00029734224166996082 -0.00018881513508065879 0.00033439588755203325
leaf_weight=0.0010279422412031347 0.0010282416019923501 0.0014115426068138258 0.0011356489026346861 0.0018809431854395744 0.0015119303021951757
leaf_count=241 84 535 616 1099 546
internal_value=0 -3.7323e-05 2.06072e-05 -5.04823e-05 4.43379e-05
internal_weight=0 0.00696801 0.00555646 0.00442082 0.00339287
internal_count=3121 3037 2502 1886 1645
is_linear=0
shrinkage=0.00196078


Tree=9631
num_leaves=6
num_cat=0
split_feature=50 4 16 2 0
split_gain=3.09391e-05 2.86417e-05 2.49866e-05 6.58728e-05 4.11309e-05
threshold=1.0000000180025095e-35 0.27834500000000006 -0.014034999999999997 0.092365000000000017 -0.053834999999999994
decision_type=2 2 2 2 2
left_child=1 2 3 -1 -4
right_child=-2 -3 4 -5 -6
leaf_value=7.6478287587184476e-05 -0.00032733337693973547 0.00033886306054229726 0.00040010731768275507 -0.0005345229134146903 -6.7441223408020037e-05
leaf_weight=0.0019121723908913457 0.001006301397830328 0.0010505874328469974 0.0011755306910055207 0.0010514084806454028 0.0018807759831950366
leaf_count=757 627 315 737 387 298
internal_value=0 4.01302e-05 -1.20045e-05 -0.000140291 0.000112389
internal_weight=0 0.00707047 0.00601989 0.00296358 0.00305631
internal_count=3121 2494 2179 1144 1035
is_linear=0
shrinkage=0.00196078


Tree=9632
num_leaves=6
num_cat=0
split_feature=457 1 4 4 52
split_gain=1.35656e-05 2.33284e-05 2.77255e-05 3.35759e-05 1.63526e-05
threshold=0.032140000000000009 0.11588000000000001 -0.076229999999999978 0.053180000000000012 0.090245000000000006
decision_type=2 2 2 2 2
left_child=1 2 4 -4 -1
right_child=-2 -3 3 -5 -6
leaf_value=0.00019573890686593037 0.00020533000752780961 0.00017411613907779362 -0.00050152263244032777 -6.4174494846170875e-05 -0.00012494318625621035
leaf_weight=0.0013765471865686539 0.0010180115719300685 0.001556409115419299 0.0010867039690212359 0.0017809101287741961 0.00109981608351057
leaf_count=799 296 382 1030 389 225
internal_value=0 -3.71386e-05 -9.86655e-05 -0.000229911 5.33158e-05
internal_weight=0 0.00690039 0.00534398 0.00286761 0.00247636
internal_count=3121 2825 2443 1419 1024
is_linear=0
shrinkage=0.00196078


Tree=9633
num_leaves=6
num_cat=0
split_feature=51 1 2 3 4
split_gain=7.98996e-06 1.38249e-05 3.62394e-05 6.78545e-05 3.47956e-05
threshold=-0.076794999999999988 0.10937500000000001 0.10613000000000002 -0.08824499999999999 -0.0029599999999999995
decision_type=2 2 2 2 2
left_child=-1 2 3 -2 -5
right_child=1 -3 -4 4 -6
leaf_value=-0.0075255083146299473 -0.018318325586293382 0.0093060134077084748 -0.016986782656989545 0.024818371735365691 0.001327986485478551
leaf_weight=0.0012025573791085032 0.0010114070767535551 0.0016278642764653399 0.0011302002980735945 0.0011853219964578134 0.0013473918563065741
leaf_count=537 502 454 250 977 401
internal_value=0 0.00136941 -0.00139457 0.0035777 0.0123216
internal_weight=0 0.00630219 0.00467432 0.00354412 0.00253271
internal_count=3121 2584 2130 1880 1378
is_linear=0
shrinkage=0.1


Tree=9634
num_leaves=6
num_cat=0
split_feature=52 0 52 150 2
split_gain=8.04626e-06 2.20986e-05 2.74614e-05 2.60801e-05 2.3456e-05
threshold=0.11434500000000002 -0.084269999999999984 0.083680000000000018 0.081835000000000019 0.091185000000000002
decision_type=2 2 2 2 2
left_child=1 3 -3 4 -1
right_child=-2 2 -4 -5 -6
leaf_value=0.0008251834720647786 -0.0077624914209700364 0.00068950867719253428 0.021118802964646424 0.0093952543199016126 -0.018895968929687718
leaf_weight=0.001128318405222928 0.0011457571934292967 0.0019013388928858272 0.0010061908948336951 0.0010122436878100978 0.0012956277130045772
leaf_count=709 501 1082 284 248 297
internal_value=0 0.00134302 0.00775935 -0.00408615 -0.009716
internal_weight=0 0.00634372 0.00290753 0.00343619 0.00242395
internal_count=3121 2620 1366 1254 1006
is_linear=0
shrinkage=0.1


Tree=9635
num_leaves=6
num_cat=0
split_feature=16 47 4 3 43
split_gain=9.38895e-06 1.58507e-05 2.79191e-05 2.84286e-05 4.29698e-05
threshold=-0.48836499999999994 0.09550500000000002 0.033845000000000007 0.090900000000000009 -0.0030899999999999994
decision_type=2 2 2 2 2
left_child=-1 2 3 4 -2
right_child=1 -3 -4 -5 -6
leaf_value=0.0081024574809954956 0.0045613141822713121 0.0092173032076648138 -0.016978539425322871 0.012613182195831244 -0.021414693366483314
leaf_weight=0.0011894744096335149 0.0016246242346955025 0.001116986791329504 0.0012433993302102455 0.001257440374284823 0.0010473728233381663
leaf_count=274 1427 262 408 166 584
internal_value=0 -0.00158572 -0.00391845 0.000214173 -0.00562079
internal_weight=0 0.00628982 0.00517284 0.00392944 0.002672
internal_count=3121 2847 2585 2177 2011
is_linear=0
shrinkage=0.1


Tree=9636
num_leaves=5
num_cat=0
split_feature=15 0 0 52
split_gain=1.0264e-05 2.59349e-05 2.87937e-05 2.59355e-05
threshold=-0.15026499999999995 -0.14920999999999998 -0.10011499999999998 0.083680000000000018
decision_type=2 2 2 2
left_child=-1 -2 -3 -4
right_child=1 2 3 -5
leaf_value=0.0090389894473825848 -0.013831667496786213 0.014614684246564209 -0.010725036931134541 0.0059143459128400922
leaf_weight=0.00106698018890658 0.001356170377041963 0.0012929597994838955 0.0019398472386082436 0.0018115079965772356
leaf_count=363 190 307 1441 820
internal_value=0 -0.00155503 0.00174556 -0.00268997
internal_weight=0 0.00640049 0.00504432 0.00375136
internal_count=3121 2758 2568 2261
is_linear=0
shrinkage=0.1


Tree=9637
num_leaves=6
num_cat=0
split_feature=131 16 0 48 4
split_gain=1.9653e-05 4.28977e-05 4.0248e-05 4.32076e-05 2.94581e-05
threshold=1.0000000180025095e-35 -0.008904999999999998 -0.10224499999999999 0.083985000000000018 -0.42529999999999996
decision_type=2 2 2 2 2
left_child=1 2 3 -1 -3
right_child=-2 4 -4 -5 -6
leaf_value=-0.00054170230165025385 -0.0002612377039451681 -6.1735271528844362e-05 0.00014273771978638272 -2.5227511617131453e-05 0.00035067879420240116
leaf_weight=0.0011157879564555097 0.001017642009870613 0.0010099417468286591 0.0016173122311128043 0.0014093919619612512 0.0019546125044783789
leaf_count=246 531 184 1277 165 718
internal_value=0 3.01058e-05 -9.8764e-05 -0.00025344 0.000210181
internal_weight=0 0.00710705 0.00414249 0.00252518 0.00296455
internal_count=3121 2590 1688 411 902
is_linear=0
shrinkage=0.00196078


Tree=9638
num_leaves=7
num_cat=0
split_feature=12 15 52 12 4 16
split_gain=8.78643e-06 1.73717e-05 3.01721e-05 6.58254e-05 4.56495e-05 1.60779e-05
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decision_type=2 2 2 2 2 2
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right_child=-2 -3 -4 -5 -6 -7
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leaf_weight=0.0010135379487881591 0.0010117548521580769 0.0011185474302337853 0.0011191296882476732 0.0010286877927016633 0.001094395832817121 0.0010846459406454098
leaf_count=199 349 600 312 988 270 403
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internal_weight=0 0.00645894 0.0053404 0.00422127 0.00319258 0.00209818
internal_count=3121 2772 2172 1860 872 602
is_linear=0
shrinkage=0.1


Tree=9639
num_leaves=6
num_cat=0
split_feature=4 13 150 13 12
split_gain=1.17432e-05 1.28785e-05 3.20463e-05 2.04657e-05 2.502e-05
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decision_type=2 2 2 2 2
left_child=1 -1 3 -3 -5
right_child=-2 2 -4 4 -6
leaf_value=-0.012030225138658684 0.0088835386934220141 0.015820817439866196 -0.015724696517030182 0.0075934738712923671 -0.010655735587481058
leaf_weight=0.0010281903122135545 0.0012313228521775741 0.0010967690000294799 0.0010144042641819723 0.0017855623526538363 0.0012969825626264124
leaf_count=171 365 1021 288 308 968
internal_value=0 -0.00180499 0.000219284 0.00408921 -8.48916e-05
internal_weight=0 0.00622191 0.00519372 0.00417931 0.00308254
internal_count=3121 2756 2585 2297 1276
is_linear=0
shrinkage=0.1


Tree=9640
num_leaves=7
num_cat=0
split_feature=484 2 16 0 4 2
split_gain=4.88392e-05 2.65859e-05 5.62205e-05 4.05167e-05 3.84556e-05 3.8233e-05
threshold=0.073690000000000019 0.10912000000000001 -0.15241499999999997 -0.084804999999999978 0.060330000000000002 0.089005000000000015
decision_type=2 2 2 2 2 2
left_child=1 2 -1 -4 -3 -5
right_child=-2 4 3 5 -6 -7
leaf_value=0.00021415655311089456 0.00040391322558869182 0.00040245678313254003 -0.00053085283754886062 8.632646761588876e-05 -0.00012102979960739619 -0.00039663166788178475
leaf_weight=0.0013546096518267364 0.0010113127191364148 0.0010281992756734784 0.0013084712080823368 0.0015635465346381327 0.0011351758612753509 0.0010557159864759596
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internal_value=0 -5.53132e-05 -0.000130295 -0.00024909 0.000127771 -0.000108334
internal_weight=0 0.00744572 0.00528234 0.00392773 0.00216338 0.00261926
internal_count=3121 2727 2180 1916 547 1140
is_linear=0
shrinkage=0.00196078


Tree=9641
num_leaves=6
num_cat=0
split_feature=457 15 2 52 0
split_gain=1.53389e-05 3.01533e-05 2.4054e-05 3.05083e-05 2.1394e-05
threshold=0.032140000000000009 1.0000000180025095e-35 0.10912000000000001 -0.020999999999999994 -0.088099999999999984
decision_type=2 2 2 2 2
left_child=1 2 3 -1 -5
right_child=-2 -3 -4 4 -6
leaf_value=0.00022025884916533419 0.00022361305494330566 -0.00025727900583923932 0.00023124479488446435 1.6212130151955152e-05 -0.0003647043572883643
leaf_weight=0.0010520404487073176 0.0010016580880506951 0.0017587018101493873 0.0016940843020894279 0.0010807307417633417 0.0011922726968773701
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internal_value=0 -3.63411e-05 4.10755e-05 -5.58143e-05 -0.000183592
internal_weight=0 0.00677783 0.00501913 0.00332504 0.002273
internal_count=3121 2825 1658 1195 678
is_linear=0
shrinkage=0.00196078


Tree=9642
num_leaves=6
num_cat=0
split_feature=52 0 4 150 2
split_gain=1.03229e-05 2.0326e-05 2.78866e-05 2.54572e-05 1.74967e-05
threshold=0.11434500000000002 -0.084269999999999984 -0.35136499999999998 0.081835000000000019 0.091185000000000002
decision_type=2 2 2 2 2
left_child=1 3 -3 4 -1
right_child=-2 2 -4 -5 -6
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leaf_count=709 501 202 1164 248 297
internal_value=0 0.00154743 0.00771428 -0.00366904 -0.00923828
internal_weight=0 0.00631849 0.00289548 0.00342301 0.00241558
internal_count=3121 2620 1366 1254 1006
is_linear=0
shrinkage=0.1


Tree=9643
num_leaves=6
num_cat=0
split_feature=4 42 4 2 43
split_gain=1.3311e-05 1.72687e-05 3.40824e-05 4.32323e-05 3.2683e-05
threshold=0.24564500000000003 0.091295000000000015 0.033845000000000007 0.098260000000000014 -0.0030899999999999994
decision_type=2 2 2 2 2
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right_child=-2 -3 -4 -5 -6
leaf_value=8.268600618470863e-05 0.00014590461093576154 0.0001800314781546532 -0.00036922890767719917 0.00026888508706737735 -0.00038249311747246153
leaf_weight=0.001091425953066205 0.0017660862451318524 0.0010611531152621163 0.001296429379874833 0.0014227520113625869 0.0012408981086852763
leaf_count=1073 426 580 249 380 413
internal_value=0 -4.7356e-05 -9.51225e-05 -4.88015e-07 -0.00016481
internal_weight=0 0.00611266 0.00505151 0.00375508 0.00233232
internal_count=3121 2695 2115 1866 1486
is_linear=0
shrinkage=0.00196078


Tree=9644
num_leaves=7
num_cat=0
split_feature=2 13 42 2 13 2
split_gain=2.15243e-05 3.25781e-05 3.06639e-05 4.48704e-05 2.15414e-05 1.75444e-05
threshold=0.099185000000000009 -0.086589999999999986 0.083995000000000014 0.083215000000000011 -0.08971999999999998 0.11585500000000001
decision_type=2 2 2 2 2 2
left_child=1 -1 3 -3 -2 -6
right_child=4 2 -4 -5 5 -7
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leaf_weight=0.0010192692409252907 0.0012838031257061929 0.0014435370956393996 0.001030093226054421 0.0012869845705991575 0.0013009886077474811 0.0010054786727307528
leaf_count=482 200 338 745 637 403 316
internal_value=0 -8.97427e-05 -5.4676e-06 -0.000114218 0.000111161 -2.1513e-06
internal_weight=0 0.00477988 0.00376061 0.00273052 0.00359027 0.00230647
internal_count=3121 2202 1720 975 919 719
is_linear=0
shrinkage=0.00196078


Tree=9645
num_leaves=6
num_cat=0
split_feature=4 42 43 2 1
split_gain=1.16741e-05 1.39003e-05 3.03503e-05 2.57296e-05 2.31633e-05
threshold=0.24564500000000003 -0.0060199999999999993 -0.074359999999999996 0.089885000000000007 0.086560000000000012
decision_type=2 2 2 2 2
left_child=1 -1 -3 -4 -5
right_child=-2 2 3 4 -6
leaf_value=-0.01243245101217938 0.0073357826069049021 0.013210327780903565 -0.016704545922359145 0.01147297960312588 -0.0087638948311166819
leaf_weight=0.0010732391686833469 0.0016674507543240815 0.0012967185527102674 0.0011808906505420291 0.0011482726205489448 0.001114647404747341
leaf_count=781 426 786 577 292 259
internal_value=0 -0.00215587 0.000170717 -0.00473916 0.00150489
internal_weight=0 0.00581377 0.00474053 0.00344381 0.00226292
internal_count=3121 2695 1914 1128 551
is_linear=0
shrinkage=0.1


Tree=9646
num_leaves=6
num_cat=0
split_feature=457 15 52 2 0
split_gain=1.74323e-05 2.82582e-05 2.83007e-05 3.24659e-05 2.46505e-05
threshold=0.032140000000000009 1.0000000180025095e-35 -0.049749999999999996 0.11018500000000002 -0.088099999999999984
decision_type=2 2 2 2 2
left_child=1 2 -1 4 -4
right_child=-2 -3 3 -5 -6
leaf_value=0.00026945317257545085 0.00023605465552267366 -0.00025077633723473121 2.2414428040038956e-05 0.00019428838509810535 -0.00037717566410595761
leaf_weight=0.0014306861878340678 0.0010177663200528512 0.0017910232778479123 0.0011101330744960525 0.0012960996314273754 0.0012755275626799292
leaf_count=673 296 1167 399 255 331
internal_value=0 -3.8827e-05 3.54243e-05 -5.55163e-05 -0.000191232
internal_weight=0 0.00690347 0.00511245 0.00368176 0.00238566
internal_count=3121 2825 1658 985 730
is_linear=0
shrinkage=0.00196078


Tree=9647
num_leaves=7
num_cat=0
split_feature=4 0 2 12 52 2
split_gain=2.7505e-05 4.65892e-05 2.88693e-05 3.76416e-05 2.69138e-05 2.41238e-05
threshold=-0.46376499999999993 -0.019414999999999998 0.10005000000000001 0.088245000000000004 -0.0064899999999999992 0.11982500000000001
decision_type=2 2 2 2 2 2
left_child=-1 2 3 4 -2 -4
right_child=1 -3 5 -5 -6 -7
leaf_value=-0.00031064378227052103 -0.00053696720569811963 0.00042738573301645343 0.00030777306222598604 8.367352929915428e-05 -9.9007083957126186e-05 -8.6947979464574679e-05
leaf_weight=0.0010107886234136136 0.0010172763501494089 0.0010012769298249746 0.001397321124609567 0.0017223300061295827 0.0011485492075516445 0.0010371118920882829
leaf_count=183 451 196 421 960 621 289
internal_value=0 3.44039e-05 -2.78307e-05 -0.000132671 -0.000304715 0.000139615
internal_weight=0 0.00732387 0.00632259 0.00388816 0.00216583 0.00243443
internal_count=3121 2938 2742 2032 1072 710
is_linear=0
shrinkage=0.00196078


Tree=9648
num_leaves=6
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split_feature=1 2 48 4 13
split_gain=1.01026e-05 1.55679e-05 3.17354e-05 2.77344e-05 3.76042e-05
threshold=0.12408500000000001 0.11389000000000002 0.083985000000000018 0.053180000000000012 -0.0034749999999999994
decision_type=2 2 2 2 2
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right_child=-2 -3 -4 -5 -6
leaf_value=0.00061872720836619725 0.0089911108481628543 -0.012448958334053085 0.013790455505343122 0.0079463320061680595 -0.023452503009829477
leaf_weight=0.0015044177238335611 0.0010620146767455988 0.0010865219045345367 0.0013725640289372742 0.0013277655725497466 0.001141367015322869
leaf_count=1284 289 317 429 288 514
internal_value=0 -0.00153654 0.000681254 -0.00384699 -0.00976538
internal_weight=0 0.00643264 0.00534611 0.00397355 0.00264578
internal_count=3121 2832 2515 2086 1798
is_linear=0
shrinkage=0.1


Tree=9649
num_leaves=7
num_cat=0
split_feature=457 1 2 3 1 13
split_gain=2.24839e-05 3.527e-05 3.29224e-05 4.85832e-05 3.21454e-05 4.15469e-05
threshold=0.069910000000000014 0.12500000000000003 0.11293500000000002 0.088060000000000013 0.090540000000000023 -0.017449999999999997
decision_type=2 2 2 2 2 2
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right_child=-2 -3 -4 -5 -6 -7
leaf_value=-0.00023594710939582651 0.0002608136677159184 0.00028681072992166703 0.00016010479390115277 -0.00052583767448839984 -0.00032756464136750064 0.00029332349609839924
leaf_weight=0.0010013879291062967 0.0010086483556238863 0.0010135353970729399 0.001366270977081448 0.0012026903194880308 0.0012199162241240151 0.0013243358205570087
leaf_count=1035 267 261 324 122 493 619
internal_value=0 -5.19628e-05 -0.000108117 -0.000185294 -6.97807e-05 6.54352e-05
internal_weight=0 0.00712814 0.0061146 0.00474833 0.00354564 0.00232572
internal_count=3121 2854 2593 2269 2147 1654
is_linear=0
shrinkage=0.00196078


Tree=9650
num_leaves=6
num_cat=0
split_feature=50 15 16 0 0
split_gain=2.27047e-05 2.81377e-05 4.03733e-05 6.63168e-05 4.16878e-05
threshold=1.0000000180025095e-35 -0.10653 -0.013324999999999998 -0.10224499999999999 -0.053834999999999994
decision_type=2 2 2 2 2
left_child=1 -1 3 -3 -4
right_child=-2 2 4 -5 -6
leaf_value=0.00027595239884634418 -0.00027562641402514387 -0.00048457642428998451 0.00044435207899811352 0.00013674583089806305 -4.0346082684161319e-05
leaf_weight=0.0015202050026311628 0.0010041995441027827 0.0014426396238592552 0.0010597100769329324 0.001218155641366071 0.0019151866654873941
leaf_count=454 627 227 668 848 297
internal_value=0 3.92162e-05 -2.46425e-05 -0.000200125 0.000132312
internal_weight=0 0.0071559 0.00563569 0.0026608 0.0029749
internal_count=3121 2494 2040 1075 965
is_linear=0
shrinkage=0.00196078


Tree=9651
num_leaves=6
num_cat=0
split_feature=52 160 13 1 4
split_gain=1.40772e-05 2.01912e-05 2.55588e-05 2.4436e-05 5.99292e-05
threshold=0.11434500000000002 -0.027994999999999996 -0.094514999999999988 0.086560000000000012 0.053180000000000012
decision_type=2 2 2 2 2
left_child=1 -1 -3 -4 -5
right_child=-2 2 3 4 -6
leaf_value=0.0002820118570811917 -0.00019720285155611496 0.00019743381527389145 0.00010525374414772198 -0.00053778306428801047 5.9062048857514793e-05
leaf_weight=0.0010445216960010828 0.0012232333283154709 0.001576150686375853 0.0014751771237741644 0.001179295206149702 0.0014324753438353327
leaf_count=495 501 266 1087 535 237
internal_value=0 3.15195e-05 -1.46822e-05 -9.64857e-05 -0.000210432
internal_weight=0 0.00670762 0.0056631 0.00408695 0.00261177
internal_count=3121 2620 2125 1859 772
is_linear=0
shrinkage=0.00196078


Tree=9652
num_leaves=6
num_cat=0
split_feature=4 0 0 49 2
split_gain=9.6347e-06 1.11565e-05 2.50631e-05 3.04942e-05 2.43817e-05
threshold=0.27044500000000005 -0.061629999999999997 -0.10011499999999998 -0.006494999999999999 0.10097500000000002
decision_type=2 2 2 2 2
left_child=1 2 3 -1 -3
right_child=-2 4 -4 -5 -6
leaf_value=-0.010576666236238293 0.0079974909843269042 0.012706900287071367 -0.01559871593930344 0.011551088823150967 -0.007757073492895953
leaf_weight=0.0011817841345569404 0.001241022539047446 0.0013334534884638254 0.0014079263427822413 0.001316660234235569 0.0010334360942517401
leaf_count=179 365 211 1819 287 260
internal_value=0 -0.00164583 -0.00492844 0.00108448 0.00377188
internal_weight=0 0.00627326 0.00390637 0.00249844 0.00236689
internal_count=3121 2756 2285 466 471
is_linear=0
shrinkage=0.1


Tree=9653
num_leaves=5
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split_feature=52 15 1 15
split_gain=9.18761e-06 2.0265e-05 4.63858e-05 3.26115e-05
threshold=0.11434500000000002 -0.016799999999999995 0.11181500000000001 0.035560000000000008
decision_type=2 2 2 2
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right_child=-2 3 -4 -5
leaf_value=0.0064327432781195086 -0.0082426044672168648 0.016422851501808788 -0.018056503704452893 -0.0038121668823188331
leaf_weight=0.0017719800258528204 0.0011572277710083408 0.0017184688607281722 0.001372568812369263 0.0014844679367253719
leaf_count=882 501 423 333 982
internal_value=0 0.00144593 -0.0042566 0.00704451
internal_weight=0 0.00634749 0.00314455 0.00320294
internal_count=3121 2620 1215 1405
is_linear=0
shrinkage=0.1


Tree=9654
num_leaves=7
num_cat=0
split_feature=457 2 52 0 16 43
split_gain=2.74228e-05 4.33993e-05 5.46554e-05 5.28425e-05 5.42592e-05 4.10608e-05
threshold=0.069910000000000014 0.11293500000000002 0.10160000000000001 -0.084269999999999984 -0.15012499999999998 -0.014584999999999999
decision_type=2 2 2 2 2 2
left_child=1 2 3 4 -1 -5
right_child=-2 -3 -4 5 -6 -7
leaf_value=5.9011469521096713e-05 0.00029664760311676549 0.00021303046924502037 -0.00054471339314769371 -7.9759759476355659e-05 -0.0005798663784395172 0.00046104044422308666
leaf_weight=0.0010045557487578173 0.0010141211589808205 0.00181588149868467 0.0010253780251247959 0.0011532881307839749 0.0010404317900355254 0.0010146754270415285
leaf_count=161 267 482 472 556 756 427
internal_value=0 -4.81854e-05 -0.000138737 -3.9927e-05 -0.000266032 0.000173352
internal_weight=0 0.00705421 0.00523833 0.00421295 0.00204499 0.00216796
internal_count=3121 2854 2372 1900 917 983
is_linear=0
shrinkage=0.00196078


Tree=9655
num_leaves=6
num_cat=0
split_feature=457 1 4 4 52
split_gain=1.9379e-05 3.75603e-05 3.64236e-05 4.03324e-05 2.67244e-05
threshold=0.069910000000000014 0.11588000000000001 -0.076229999999999978 0.053180000000000012 0.090245000000000006
decision_type=2 2 2 2 2
left_child=1 2 4 -4 -1
right_child=-2 -3 3 -5 -6
leaf_value=0.00023828843243839753 0.00025406743840560741 0.00022913634891188943 -0.00055023558834502715 -7.9721459630160515e-05 -0.00016637996025299761
leaf_weight=0.0014176000083935816 0.0010105921069733488 0.001591487743676615 0.0011386891538543637 0.0018199038713684721 0.0011256558483427742
leaf_count=799 267 382 1059 389 225
internal_value=0 -3.61542e-05 -0.000112893 -0.000260811 5.91805e-05
internal_weight=0 0.00709334 0.00550185 0.00295859 0.00254326
internal_count=3121 2854 2472 1448 1024
is_linear=0
shrinkage=0.00196078


Tree=9656
num_leaves=6
num_cat=0
split_feature=403 160 42 43 2
split_gain=2.0614e-05 4.54569e-05 5.37097e-05 8.18725e-05 3.05273e-05
threshold=0.03138500000000001 -1.0000000180025095e-35 0.088060000000000013 -1.0000000180025095e-35 0.098035000000000011
decision_type=2 2 2 2 2
left_child=1 -1 3 -3 -5
right_child=-2 2 -4 4 -6
leaf_value=-0.00034025418018677285 0.00026061541102946156 -0.00053543812176568082 0.00037523950943656718 -0.00013312059521319972 0.00026089207770638834
leaf_weight=0.0015103310067082279 0.0010121108090879426 0.0010719258141000708 0.0014020526355322362 0.0013151401781249655 0.0017782227822504253
leaf_count=885 376 754 547 253 306
internal_value=0 -3.85563e-05 4.32895e-05 -6.84461e-05 9.3378e-05
internal_weight=0 0.00707767 0.00556734 0.00416529 0.00309336
internal_count=3121 2745 1860 1313 559
is_linear=0
shrinkage=0.00196078


Tree=9657
num_leaves=6
num_cat=0
split_feature=4 52 2 15 3
split_gain=9.43037e-06 9.74202e-06 3.27987e-05 3.82089e-05 2.29947e-05
threshold=0.27834500000000006 0.10347000000000002 0.10327000000000001 -0.016799999999999995 -0.083154999999999993
decision_type=2 2 2 2 2
left_child=1 2 3 -1 -5
right_child=-2 -3 -4 4 -6
leaf_value=-0.010418071803748284 0.0082084725239966686 0.006245942482576549 -0.017342558029143414 -0.0011797783475225327 0.019474354935771356
leaf_weight=0.0016302058876139208 0.0011689717847978192 0.0012763712374247544 0.0012839997692761667 0.0010094274868029712 0.0011567113047298188
leaf_count=689 340 519 443 678 452
internal_value=0 -0.00156433 -0.00352656 0.00114629 0.00984946
internal_weight=0 0.00635672 0.00508034 0.00379634 0.00216614
internal_count=3121 2781 2262 1819 1130
is_linear=0
shrinkage=0.1


Tree=9658
num_leaves=6
num_cat=0
split_feature=50 15 42 16 16
split_gain=2.04959e-05 3.40754e-05 2.70104e-05 7.24436e-05 3.07549e-05
threshold=1.0000000180025095e-35 -0.10653 0.091295000000000015 -0.084119999999999986 0.22339500000000004
decision_type=2 2 2 2 2
left_child=1 -1 3 -3 -5
right_child=-2 2 -4 4 -6
leaf_value=0.00029362135796711264 -0.00026730298185198369 -0.00047749377361380323 0.00023597041300145021 0.00021117644545937123 -0.00019821422586851776
leaf_weight=0.0015098984467240293 0.001001284382297506 0.0013919579670062417 0.0011031001728041556 0.0019407526795044918 0.0011084394927708776
leaf_count=454 627 477 441 831 291
internal_value=0 3.248e-05 -3.86381e-05 -0.000106846 6.23551e-05
internal_weight=0 0.00705415 0.00554425 0.00444115 0.00304919
internal_count=3121 2494 2040 1599 1122
is_linear=0
shrinkage=0.00196078


Tree=9659
num_leaves=6
num_cat=0
split_feature=2 13 43 0 16
split_gain=9.69758e-06 2.22412e-05 1.65888e-05 2.03835e-05 9.1339e-06
threshold=0.099185000000000009 -0.08971999999999998 -0.074359999999999996 -0.10011499999999998 -0.071854999999999988
decision_type=2 2 2 2 2
left_child=2 -2 -1 -4 -3
right_child=1 4 3 -5 -6
leaf_value=0.0043973510764721262 0.015287869563089158 0.004805812116686038 -0.00059260645236380773 -0.018623364062874462 -0.0084611826402331627
leaf_weight=0.001735510186987599 0.0011457191429844206 0.0010019617940831996 0.0014740392041775691 0.0010910449171184272 0.0010764372368526527
leaf_count=936 200 257 239 1027 462
internal_value=0 0.00410125 -0.00315324 -0.00826189 -0.00206538
internal_weight=0 0.00322412 0.00430059 0.00256508 0.0020784
internal_count=3121 919 2202 1266 719
is_linear=0
shrinkage=0.1


Tree=9660
num_leaves=6
num_cat=0
split_feature=403 13 3 15 0
split_gain=1.49968e-05 4.50973e-05 5.21269e-05 4.20208e-05 4.67441e-05
threshold=0.017340000000000005 0.11217000000000001 -0.077774999999999983 -0.031204999999999997 -0.14794999999999997
decision_type=2 2 2 2 2
left_child=1 2 -1 4 -4
right_child=-2 -3 3 -5 -6
leaf_value=-0.00040215480384039274 0.00022092464814339215 0.000327627589016236 -4.55069977213102e-05 -0.00023759871211917436 0.00049717885542152379
leaf_weight=0.0016313611024433485 0.0010009200236148381 0.0011022581760251017 0.0015567600524385005 0.0016031046062680299 0.0010036307311503704
leaf_count=1484 393 172 162 412 498
internal_value=0 -3.59113e-05 -0.000105061 1.13474e-05 0.000167217
internal_weight=0 0.00689711 0.00579486 0.0041635 0.00256039
internal_count=3121 2728 2556 1072 660
is_linear=0
shrinkage=0.00196078


Tree=9661
num_leaves=6
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split_feature=1 47 4 1 12
split_gain=9.25827e-06 1.64282e-05 2.60182e-05 4.13769e-05 2.32059e-05
threshold=0.12408500000000001 0.090280000000000013 -0.04890499999999999 0.093575000000000019 0.089735000000000023
decision_type=2 2 2 2 2
left_child=1 2 4 -4 -1
right_child=-2 -3 3 -5 -6
leaf_value=-0.016976398054758313 0.0085963125143488153 -0.012498423966674508 -0.0041702795542852729 0.020052892014367697 0.0022924965867248816
leaf_weight=0.001155749203940991 0.0010649041543031521 0.0011166332330802553 0.0014732417323336884 0.0013526031806026411 0.0013610199090068891
leaf_count=705 289 283 919 331 594
internal_value=0 -0.00146715 0.000838438 0.00742425 -0.00655615
internal_weight=0 0.00645925 0.00534261 0.00282584 0.00251677
internal_count=3121 2832 2549 1250 1299
is_linear=0
shrinkage=0.1


Tree=9662
num_leaves=6
num_cat=0
split_feature=52 0 16 1 1
split_gain=9.97566e-06 1.87885e-05 2.85642e-05 2.59202e-05 3.06839e-05
threshold=0.11434500000000002 -0.084269999999999984 0.15891500000000003 0.090540000000000023 0.11103500000000001
decision_type=2 2 2 2 2
left_child=1 3 -3 -1 -5
right_child=-2 2 -4 4 -6
leaf_value=-0.015672939560771367 -0.0085685807378402864 0.01674433003819522 -0.0031105703448545009 0.014111618084804182 -0.0090588802676493316
leaf_weight=0.0011575259820300349 0.0011593972630500032 0.0015453073478805626 0.0013642799747920734 0.001159677295512988 0.0011269152031971352
leaf_count=866 501 949 417 201 187
internal_value=0 0.00151816 0.00743454 -0.00347999 0.00269236
internal_weight=0 0.00635371 0.00290959 0.00344412 0.00228659
internal_count=3121 2620 1366 1254 388
is_linear=0
shrinkage=0.1


Tree=9663
num_leaves=6
num_cat=0
split_feature=1 13 12 12 2
split_gain=8.59996e-06 1.82829e-05 3.5975e-05 2.85292e-05 1.47707e-05
threshold=0.11846000000000002 -0.017449999999999997 0.088930000000000023 0.088615000000000013 0.10467500000000002
decision_type=2 2 2 2 2
left_child=1 3 4 -1 -3
right_child=-2 2 -4 -5 -6
leaf_value=0.0047383191875115926 0.0072510728093280359 -0.0093464033262363379 0.018948598961248161 -0.017130265599600278 0.0057445435646489738
leaf_weight=0.0010036302735739093 0.001332500276624825 0.0015922505766393291 0.0010087671671894977 0.0014707640630952554 0.0010943677930467703
leaf_count=824 358 531 519 728 161
internal_value=0 -0.00160776 0.00284667 -0.00826023 -0.00319925
internal_weight=0 0.00616978 0.00369539 0.00247439 0.00268662
internal_count=3121 2763 1211 1552 692
is_linear=0
shrinkage=0.1


Tree=9664
num_leaves=6
num_cat=0
split_feature=3 12 43 3 0
split_gain=8.53206e-06 1.84402e-05 2.44531e-05 5.50171e-05 3.0602e-05
threshold=0.13524500000000003 0.092355000000000007 -0.088909999999999989 -0.020429999999999997 -0.17169499999999996
decision_type=2 2 2 2 2
left_child=1 2 -1 -4 -5
right_child=-2 -3 3 4 -6
leaf_value=-0.012373607240524692 0.0080325216246231543 -0.01121245612378902 0.020004025272053694 0.0057175571952661954 -0.017155348108263285
leaf_weight=0.0010065551236908095 0.0011166418537845646 0.001482804087711875 0.0015145982725479094 0.0013232450771012011 0.0010483519352842844
leaf_count=344 192 906 1195 150 334
internal_value=0 -0.00144327 0.00151739 0.00511527 -0.00439329
internal_weight=0 0.00637555 0.00489275 0.0038862 0.0023716
internal_count=3121 2929 2023 1679 484
is_linear=0
shrinkage=0.1


Tree=9665
num_leaves=6
num_cat=0
split_feature=52 12 1 2 0
split_gain=8.14442e-06 1.6277e-05 3.50817e-05 3.99173e-05 1.71224e-05
threshold=0.11434500000000002 0.097825000000000009 0.11181500000000001 0.088225000000000012 -0.10011499999999998
decision_type=2 2 2 2 2
left_child=1 2 3 -1 -5
right_child=-2 -3 -4 4 -6
leaf_value=-0.0097052941986449665 -0.0077560378513081762 0.011551253026947995 -0.016100045244387386 0.019358830679412822 0.0025454829150568601
leaf_weight=0.001440270769701579 0.0011533297606448299 0.0012602356240739533 0.0011981651613701691 0.001265137365557271 0.0011620385260870726
leaf_count=1095 501 409 311 229 576
internal_value=0 0.00138133 -0.00114877 0.00348325 0.0113092
internal_weight=0 0.00632585 0.00506561 0.00386745 0.00242718
internal_count=3121 2620 2211 1900 805
is_linear=0
shrinkage=0.1


Tree=9666
num_leaves=6
num_cat=0
split_feature=1 12 151 4 1
split_gain=9.45322e-06 1.49431e-05 2.39602e-05 5.92411e-05 3.79007e-05
threshold=0.12408500000000001 0.092355000000000007 -0.0083949999999999979 0.053180000000000012 0.07863500000000001
decision_type=2 2 2 2 2
left_child=1 2 -1 4 -4
right_child=-2 -3 3 -5 -6
leaf_value=-0.01152226933410506 0.0087168560500118109 -0.0097176017074260389 0.0082024636815319751 0.02268404305391257 -0.017000882244673891
leaf_weight=0.0011088425898880165 0.0010612910965901107 0.0016366727480785995 0.0012295609530036534 0.0012725650122291593 0.0011591732671898498
leaf_count=451 289 862 809 247 463
internal_value=0 -0.00147273 0.00135614 0.00525643 -0.00402788
internal_weight=0 0.00640681 0.00477014 0.0036613 0.00238873
internal_count=3121 2832 1970 1519 1272
is_linear=0
shrinkage=0.1


Tree=9667
num_leaves=6
num_cat=0
split_feature=52 15 2 12 52
split_gain=8.58513e-06 2.35998e-05 3.9958e-05 3.23169e-05 2.05571e-05
threshold=-0.057699999999999994 -0.11713499999999999 0.10613000000000002 0.088245000000000004 -0.092399999999999982
decision_type=2 2 2 2 2
left_child=4 -2 3 -3 -1
right_child=1 2 -4 -5 -6
leaf_value=-0.0039229691390585538 -0.015136096704814772 -0.0036655608592436615 -0.015026551605151603 0.017027187684285502 0.015398849056125478
leaf_weight=0.0011652756514281891 0.0011147281577678836 0.0014372965261148667 0.0011037838376809252 0.0015892642620397254 0.0010439356667321727
leaf_count=617 374 769 256 796 309
internal_value=0 -0.00222428 0.00126046 0.00720032 0.00520732
internal_weight=0 0.00524507 0.00413034 0.00302656 0.00220921
internal_count=3121 2195 1821 1565 926
is_linear=0
shrinkage=0.1


Tree=9668
num_leaves=6
num_cat=0
split_feature=1 13 42 12 16
split_gain=9.29987e-06 1.63365e-05 2.53356e-05 2.49645e-05 1.42303e-05
threshold=0.11846000000000002 -0.017449999999999997 0.084050000000000014 0.088305000000000008 -0.070454999999999976
decision_type=2 2 2 2 2
left_child=1 2 -1 4 -3
right_child=-2 3 -4 -5 -6
leaf_value=0.0031128795313739199 0.0075649423373196469 -0.010168615128002387 -0.017290795482824275 0.016033940060572956 0.0044736737673556409
leaf_weight=0.0011192067528508895 0.00132821358004732 0.0012670217092072785 0.001333884703701296 0.0010000917216090987 0.0013939910607082594
leaf_count=358 358 346 1194 548 317
internal_value=0 -0.00166697 -0.00798175 0.0025642 -0.00249814
internal_weight=0 0.0061142 0.00245309 0.0036611 0.00266101
internal_count=3121 2763 1552 1211 663
is_linear=0
shrinkage=0.1


Tree=9669
num_leaves=6
num_cat=0
split_feature=15 12 3 15 3
split_gain=9.36868e-06 2.78322e-05 4.67524e-05 3.54684e-05 3.00534e-05
threshold=0.035560000000000008 0.051320000000000005 -0.10519499999999998 -0.037864999999999989 0.097915000000000016
decision_type=2 2 2 2 2
left_child=1 3 -3 4 -1
right_child=-2 2 -4 -5 -6
leaf_value=0.012687722049624154 -0.0064874412129985034 0.009576723735564268 -0.018879892034309741 0.021516548047437689 -0.010933428447829815
leaf_weight=0.0010108889515593018 0.0017202732718159764 0.001026308013294491 0.0013197979708358828 0.0012036133198414286 0.0011529624557746101
leaf_count=364 1180 224 968 200 185
internal_value=0 0.00193026 -0.0064315 0.00775588 0.000101692
internal_weight=0 0.00571357 0.00234611 0.00336746 0.00216385
internal_count=3121 1941 1192 749 549
is_linear=0
shrinkage=0.1


Tree=9670
num_leaves=6
num_cat=0
split_feature=457 2 52 1 4
split_gain=1.51724e-05 3.28933e-05 3.69717e-05 2.67468e-05 1.25571e-05
threshold=0.032140000000000009 0.11293500000000002 0.090245000000000006 0.088485000000000022 0.098655000000000007
decision_type=2 2 2 2 2
left_child=1 2 3 -1 -5
right_child=-2 -3 -4 4 -6
leaf_value=0.00018911280433705382 0.00021952538799944966 0.00019202245112342242 -0.00038136282969704056 -0.00030190572322341675 2.8073558321725523e-06
leaf_weight=0.0014931304631920468 0.0010127596085718286 0.0017725554294219037 0.0014609816052020348 0.0010768149253499489 0.0010054578430934598
leaf_count=1125 296 481 604 476 139
internal_value=0 -3.77001e-05 -0.000118551 -1.11606e-05 -0.00015477
internal_weight=0 0.00680894 0.00503638 0.0035754 0.00208227
internal_count=3121 2825 2344 1740 615
is_linear=0
shrinkage=0.00196078


Tree=9671
num_leaves=7
num_cat=0
split_feature=2 13 42 12 2 16
split_gain=1.44183e-05 3.2049e-05 1.74529e-05 4.86812e-05 1.63061e-05 1.58036e-05
threshold=0.099185000000000009 -0.08971999999999998 0.08623500000000002 0.084100000000000022 0.084055000000000005 -0.065999999999999989
decision_type=2 2 2 2 2 2
left_child=2 -2 3 4 -1 -3
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leaf_value=0.00020797823837372161 0.00035182409180317242 0.00011195180126957031 0.00011619921872063534 -0.00046784224498166071 -0.00014472786234112815 -0.00022260065182578957
leaf_weight=0.0010136985558832938 0.0011992338713888873 0.0011398514298292582 0.0013040650151671168 0.0011873434024369592 0.0010021457180186986 0.0010364922330177741
leaf_count=210 200 279 866 868 258 440
internal_value=0 9.44443e-05 -7.50278e-05 -0.000152879 3.26359e-05 -4.73801e-05
internal_weight=0 0.00337558 0.00450725 0.00320319 0.00201584 0.00217634
internal_count=3121 919 2202 1336 468 719
is_linear=0
shrinkage=0.00196078


Tree=9672
num_leaves=6
num_cat=0
split_feature=42 160 49 12 0
split_gain=9.98531e-06 1.65218e-05 2.26933e-05 3.29908e-05 3.92048e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.047584999999999995 0.090840000000000018 -0.10224499999999999
decision_type=2 2 2 2 2
left_child=-1 -2 -3 4 -4
right_child=1 2 3 -5 -6
leaf_value=-0.0082177327863715913 -0.0079535957756047774 0.016160947779177183 -0.0060486302491542417 -0.012672779499968935 0.019966107419811453
leaf_weight=0.0012386952438700263 0.0013970493283395604 0.0012231544333235027 0.0011166064477224041 0.001256003413438519 0.0012038576598384055
leaf_count=862 828 257 180 464 530
internal_value=0 0.00161718 0.00440299 0.000381761 0.00744783
internal_weight=0 0.00619667 0.00479962 0.00357647 0.00232046
internal_count=3121 2259 1431 1174 710
is_linear=0
shrinkage=0.1


Tree=9673
num_leaves=6
num_cat=0
split_feature=3 52 52 4 16
split_gain=1.08159e-05 1.45978e-05 2.23952e-05 7.09052e-05 2.79699e-05
threshold=0.13524500000000003 0.10611000000000001 -0.088204999999999992 -0.0016099999999999997 -0.25582999999999995
decision_type=2 2 2 2 2
left_child=1 2 -1 -4 -5
right_child=-2 -3 3 4 -6
leaf_value=-0.011140671098840156 0.0090475275132811655 -0.012566534832444701 0.018814598812875383 0.0028625766137770369 -0.019642967134771691
leaf_weight=0.0012605582156535594 0.0011177900953304133 0.001021859618679598 0.0018100155994601819 0.0011579995402299617 0.0010556117454295663
leaf_count=650 192 524 1172 260 323
internal_value=0 -0.0016255 0.000490287 0.00413414 -0.00786971
internal_weight=0 0.00630604 0.00528419 0.00402363 0.00221361
internal_count=3121 2929 2405 1755 583
is_linear=0
shrinkage=0.1


Tree=9674
num_leaves=6
num_cat=0
split_feature=1 16 15 0 16
split_gain=1.0833e-05 4.41596e-05 1.86539e-05 4.6591e-05 4.30794e-05
threshold=0.10937500000000001 -0.071854999999999988 0.013270000000000002 -0.11437499999999999 0.051380000000000002
decision_type=2 2 2 2 2
left_child=2 -2 3 -1 -5
right_child=1 -3 -4 4 -6
leaf_value=0.016360650743449785 0.020243214941591151 -0.0075072756233559596 -0.011788938381291829 -0.022396486869379281 0.0053273506207493666
leaf_weight=0.0013133511937438499 0.0010929726284383337 0.0012063559316999534 0.0015380666196095779 0.0010309612162867842 0.0012281927005572725
leaf_count=238 305 243 1146 775 414
internal_value=0 0.00568376 -0.00258127 0.00138289 -0.00732438
internal_weight=0 0.00229933 0.00511057 0.00357251 0.00225915
internal_count=3121 548 2573 1427 1189
is_linear=0
shrinkage=0.1


Tree=9675
num_leaves=6
num_cat=0
split_feature=16 52 0 0 2
split_gain=9.69799e-06 2.84603e-05 3.16407e-05 2.54099e-05 3.99441e-05
threshold=0.38525000000000004 0.10160000000000001 -0.077999999999999986 -0.10607499999999999 0.09142500000000002
decision_type=2 2 2 2 2
left_child=1 2 3 4 -1
right_child=-2 -3 -4 -5 -6
leaf_value=0.017802078135014117 0.0090675650130732574 -0.015265268467262014 0.014157341157432972 -0.016004292479230096 -0.0076234288554130406
leaf_weight=0.0010061374124381032 0.0010143570628855392 0.0012099321486070428 0.0014744399202249931 0.0010882442167763763 0.0016012729443751893
leaf_count=161 311 591 575 1197 286
internal_value=0 -0.00145896 0.00177206 -0.00316924 0.00218767
internal_weight=0 0.00638003 0.00517009 0.00369565 0.00260741
internal_count=3121 2810 2219 1644 447
is_linear=0
shrinkage=0.1


Tree=9676
num_leaves=7
num_cat=0
split_feature=1 42 151 16 52 4
split_gain=1.39749e-05 2.00449e-05 2.46068e-05 6.43795e-05 2.28388e-05 3.98283e-05
threshold=0.12408500000000001 0.091545000000000015 -0.0083949999999999979 -0.25582999999999995 -0.049749999999999996 -0.082109999999999975
decision_type=2 2 2 2 2 2
left_child=1 2 -1 -4 -5 -6
right_child=-2 -3 3 4 5 -7
leaf_value=-0.00025030659819803142 0.00019972731556584526 -0.00028922672603937436 0.00049895732523139776 0.0001640957158718898 6.7713988554449773e-05 -0.00044806992426328141
leaf_weight=0.0011319729631454551 0.0011205472440325983 0.0010250686421936529 0.0010493504500478507 0.0012105475785735898 0.0012586321956052989 0.0010606423220568444
leaf_count=449 289 596 160 501 442 684
internal_value=0 -3.67574e-05 8.55722e-06 7.25484e-05 -5.4215e-05 -0.000168162
internal_weight=0 0.00673621 0.00571115 0.00457917 0.00352982 0.00231927
internal_count=3121 2832 2236 1787 1627 1126
is_linear=0
shrinkage=0.00196078


Tree=9677
num_leaves=7
num_cat=0
split_feature=2 13 42 12 2 16
split_gain=1.44035e-05 2.47379e-05 2.09774e-05 5.47672e-05 2.62418e-05 7.96304e-06
threshold=0.098260000000000014 -0.08971999999999998 0.08623500000000002 0.084100000000000022 0.084055000000000005 -0.065999999999999989
decision_type=2 2 2 2 2 2
left_child=2 -2 3 4 -1 -3
right_child=1 5 -4 -5 -6 -7
leaf_value=0.00025059265682063673 0.0003102937967932528 7.6850743496751508e-05 0.00013004889509283355 -0.00050975633942381641 -0.00019647533393666756 -0.00016087173081692164
leaf_weight=0.00101545687550114 0.0012472149167861565 0.0011394304087881295 0.0013060541735163355 0.001136428948124533 0.0010037495816928106 0.0010327999970149932
leaf_count=210 206 282 860 856 256 451
internal_value=0 9.01961e-05 -7.8938e-05 -0.000165434 2.83547e-05 -3.61758e-05
internal_weight=0 0.00341945 0.00446169 0.00315564 0.00201921 0.00217223
internal_count=3121 939 2182 1322 466 733
is_linear=0
shrinkage=0.00196078


Tree=9678
num_leaves=6
num_cat=0
split_feature=2 13 42 12 15
split_gain=9.61717e-06 2.36666e-05 1.92683e-05 4.29677e-05 4.8669e-06
threshold=0.099185000000000009 -0.08971999999999998 0.08623500000000002 0.084100000000000022 -0.069954999999999989
decision_type=2 2 2 2 2
left_child=2 -2 3 -1 -3
right_child=1 4 -4 -5 -6
leaf_value=0.0016666968559223699 0.015769847369471957 0.0026808758644021546 0.0074002543142725578 -0.023154241317808241 -0.0070830632058517633
leaf_weight=0.0018958139871197246 0.0011278731497527251 0.0010053006272350202 0.0012295114767796288 0.0011033372183628302 0.0010372290992023588
leaf_count=468 200 335 866 868 384
internal_value=0 0.00414292 -0.00314248 -0.00746451 -0.00227741
internal_weight=0 0.0031704 0.00422866 0.00299915 0.00204253
internal_count=3121 919 2202 1336 719
is_linear=0
shrinkage=0.1


Tree=9679
num_leaves=6
num_cat=0
split_feature=1 42 160 16 0
split_gain=9.19824e-06 1.36634e-05 1.99837e-05 2.77473e-05 3.68638e-05
threshold=0.12408500000000001 0.088915000000000008 -0.063384999999999983 -0.056919999999999991 -0.10224499999999999
decision_type=2 2 2 2 2
left_child=1 2 -1 4 -4
right_child=-2 -3 3 -5 -6
leaf_value=0.013335481052894744 0.0086125302171240082 -0.010486073032468742 -0.0062223478671561104 -0.01272041925480113 0.018731876453001953
leaf_weight=0.0010310164110621791 0.0010577970683964041 0.0013262354638870289 0.0013902038420618059 0.001553247539442546 0.0010310275723987912
leaf_count=511 289 805 236 622 658
internal_value=0 -0.00146139 0.000929756 -0.0022884 0.00440385
internal_weight=0 0.00633173 0.0050055 0.00397448 0.00242123
internal_count=3121 2832 2027 1516 894
is_linear=0
shrinkage=0.1


Tree=9680
num_leaves=5
num_cat=0
split_feature=457 15 2 16
split_gain=2.11671e-05 2.86219e-05 2.69978e-05 1.94004e-05
threshold=0.032140000000000009 1.0000000180025095e-35 0.10912000000000001 -0.014034999999999997
decision_type=2 2 2 2
left_child=1 2 3 -1
right_child=-2 -3 -4 -5
leaf_value=-0.00024788918258263466 0.00025929101123455987 -0.00025801585063149672 0.00023110600834673619 5.4651445462511133e-05
leaf_weight=0.0013924709858726242 0.0010217772527423546 0.0017693614286764968 0.001722755230230385 0.0019646289618557066
leaf_count=601 296 1167 463 594
internal_value=0 -4.32448e-05 3.1562e-05 -7.08375e-05
internal_weight=0 0.00684922 0.00507986 0.0033571
internal_count=3121 2825 1658 1195
is_linear=0
shrinkage=0.00196078


Tree=9681
num_leaves=6
num_cat=0
split_feature=2 13 43 0 15
split_gain=8.98569e-06 2.00988e-05 1.89171e-05 2.71029e-05 3.47483e-06
threshold=0.098260000000000014 -0.08971999999999998 -0.074359999999999996 -0.10011499999999998 -0.069954999999999989
decision_type=2 2 2 2 2
left_child=2 -2 -1 -4 -3
right_child=1 4 3 -5 -6
leaf_value=0.0050731494628383986 0.014416460290601982 0.0021546454828328932 0.0002832175284148447 -0.020870139257758422 -0.0060947759439074368
leaf_weight=0.0016930148339492405 0.0011686016974135553 0.0010073802668092377 0.0014367912049579404 0.0010471360810380555 0.0010354331604698638
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internal_value=0 0.0039568 -0.00307834 -0.00863429 -0.00202671
internal_weight=0 0.00321142 0.00417694 0.00248393 0.00204281
internal_count=3121 939 2182 1259 733
is_linear=0
shrinkage=0.1


Tree=9682
num_leaves=6
num_cat=0
split_feature=16 43 13 4 1
split_gain=8.15374e-06 2.51501e-05 3.02537e-05 2.82885e-05 2.64282e-05
threshold=0.38525000000000004 0.054355000000000007 -0.0034749999999999994 0.0061450000000000003 0.090405000000000013
decision_type=2 2 2 2 2
left_child=1 2 4 -4 -1
right_child=-2 -3 3 -5 -6
leaf_value=-0.00062019031170514245 0.008316951833761901 -0.015544044282131398 -0.014784854625395322 0.0040253449258403099 0.021771764029781662
leaf_weight=0.0010384183591471946 0.0010124821685793765 0.0010430048146433382 0.0014862100976311718 0.0017303537028428542 0.0010704220401140821
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internal_value=0 -0.00134409 0.00143704 -0.00466589 0.0107457
internal_weight=0 0.00636841 0.0053254 0.00321656 0.00210884
internal_count=3121 2810 2411 731 1680
is_linear=0
shrinkage=0.1


Tree=9683
num_leaves=7
num_cat=0
split_feature=457 2 52 0 13 16
split_gain=3.72892e-05 2.87765e-05 5.44772e-05 4.23037e-05 4.83643e-05 3.26318e-05
threshold=0.069910000000000014 0.11293500000000002 0.10160000000000001 -0.084269999999999984 -0.0034749999999999994 -0.14035499999999998
decision_type=2 2 2 2 2 2
left_child=1 2 3 5 -5 -1
right_child=-2 -3 -4 4 -6 -7
leaf_value=1.6655747959798026e-05 0.00034127602207591716 0.00015292397017072288 -0.0005387247945037554 0.00042868969935114156 -0.00015858770206019781 -0.00047977332982952119
leaf_weight=0.0010000198209257501 0.0010349827164117514 0.0018503258375682993 0.0010176263359516812 0.0011671780179687483 0.0010019483092728206 0.0010369716162201628
leaf_count=196 267 482 472 607 376 721
internal_value=0 -5.72027e-05 -0.000131633 -3.31409e-05 0.000157418 -0.000236061
internal_weight=0 0.00707407 0.00522374 0.00420612 0.00216913 0.00203699
internal_count=3121 2854 2372 1900 983 917
is_linear=0
shrinkage=0.00196078


Tree=9684
num_leaves=6
num_cat=0
split_feature=42 160 43 16 0
split_gain=7.9486e-06 1.548e-05 2.14076e-05 3.42762e-05 5.29755e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.074359999999999996 -0.056919999999999991 -0.15599999999999997
decision_type=2 2 2 2 2
left_child=-1 -2 -3 4 -4
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leaf_value=-0.0073576139673171524 -0.0078536987140247639 0.015105514446942248 -0.0078889802132569697 -0.013729910326983867 0.022598592267705234
leaf_weight=0.001231052374614087 0.0013867009848295662 0.0012980403997203131 0.0011497052238513606 0.0011870543679797308 0.0011302208521613991
leaf_count=862 828 482 114 322 513
internal_value=0 0.00144514 0.00415125 4.9971e-05 0.00722453
internal_weight=0 0.00615172 0.00476502 0.00346698 0.00227993
internal_count=3121 2259 1431 949 627
is_linear=0
shrinkage=0.1


Tree=9685
num_leaves=6
num_cat=0
split_feature=43 133 42 16 16
split_gain=8.1903e-06 2.67062e-05 3.71472e-05 2.75002e-05 1.83013e-05
threshold=-0.09225499999999999 0.083950000000000011 0.082250000000000004 -0.0092699999999999987 -0.095564999999999983
decision_type=2 2 2 2 2
left_child=-1 2 3 4 -2
right_child=1 -3 -4 -5 -6
leaf_value=-0.0063722487389357013 0.0044396322737694626 0.016280637004247752 -0.018495079054178472 0.014767141582014726 -0.013108985943298771
leaf_weight=0.0015913210999100175 0.0013675697285838195 0.0010353512905144861 0.0010067754173713221 0.0013181998949354347 0.0010510098593762584
leaf_count=476 309 813 682 383 458
internal_value=0 0.00172968 -0.00144628 0.00314706 -0.00318624
internal_weight=0 0.00577891 0.00474355 0.00373678 0.00241858
internal_count=3121 2645 1832 1150 767
is_linear=0
shrinkage=0.1


Tree=9686
num_leaves=7
num_cat=0
split_feature=457 2 52 0 16 13
split_gain=2.13373e-05 3.94911e-05 7.18634e-05 5.19387e-05 6.75045e-05 4.26469e-05
threshold=0.069910000000000014 0.11293500000000002 0.10160000000000001 -0.084269999999999984 -0.15241499999999997 -0.0034749999999999994
decision_type=2 2 2 2 2 2
left_child=1 2 3 4 -1 -5
right_child=-2 -3 -4 5 -6 -7
leaf_value=0.00012941228093703961 0.00026504919071914637 0.00020752403860634425 -0.00059042537513893305 0.00045211535511202448 -0.0005783932656781717 -9.5436434366099769e-05
leaf_weight=0.0010051979042462267 0.0010164688131785475 0.0018568745703760846 0.0010272032613520745 0.0011747710834861902 0.001068925905542467 0.00102322356622501
leaf_count=156 267 482 472 607 761 376
internal_value=0 -3.85451e-05 -0.000124767 -1.28029e-05 -0.000235364 0.000197216
internal_weight=0 0.0071562 0.00529932 0.00427212 0.00207412 0.00219799
internal_count=3121 2854 2372 1900 917 983
is_linear=0
shrinkage=0.00196078


Tree=9687
num_leaves=6
num_cat=0
split_feature=16 133 16 51 4
split_gain=7.43046e-06 2.67679e-05 4.58642e-05 2.5692e-05 5.34837e-05
threshold=0.38525000000000004 0.090665000000000009 0.013515000000000001 0.078435000000000019 0.053180000000000012
decision_type=2 2 2 2 2
left_child=1 2 3 4 -1
right_child=-2 -3 -4 -5 -6
leaf_value=-0.023833446663710411 0.0079431409804267793 -0.0160253561775416 0.018926431286315402 0.010111438665738668 0.0029256383759186542
leaf_weight=0.00126063106944353 0.0010114675257960138 0.0010319946809420836 0.0011842313694351439 0.0010520872707692813 0.0018329669993526058
leaf_count=1121 311 562 362 336 429
internal_value=0 -0.00128409 0.00157016 -0.00338773 -0.0079786
internal_weight=0 0.00636191 0.00532992 0.00414569 0.0030936
internal_count=3121 2810 2248 1886 1550
is_linear=0
shrinkage=0.1


Tree=9688
num_leaves=6
num_cat=0
split_feature=15 151 47 1 12
split_gain=8.14043e-06 2.11184e-05 2.9365e-05 2.85286e-05 1.83176e-05
threshold=-0.11713499999999999 -0.024429999999999997 0.085270000000000026 0.088485000000000022 0.088305000000000008
decision_type=2 2 2 2 2
left_child=-1 -2 3 4 -3
right_child=1 2 -4 -5 -6
leaf_value=-0.006993823378377755 0.0145537521067408 -0.0092715169957279797 0.012770996944231209 -0.018369780182670589 0.0076110477315301647
leaf_weight=0.0013627553949606972 0.0010360200657312116 0.0011228003137455378 0.0011614045149458867 0.0011723310472871642 0.0015029400054027808
leaf_count=484 447 744 210 473 763
internal_value=0 0.00156846 -0.00114413 -0.00539921 0.000391846
internal_weight=0 0.0059955 0.00495948 0.00379807 0.00262574
internal_count=3121 2637 2190 1980 1507
is_linear=0
shrinkage=0.1


Tree=9689
num_leaves=6
num_cat=0
split_feature=457 2 0 52 16
split_gain=2.23359e-05 2.91626e-05 3.92052e-05 3.25926e-05 3.51189e-05
threshold=0.045365000000000009 0.11293500000000002 -0.11756999999999999 0.090245000000000006 -0.078844999999999985
decision_type=2 2 2 2 2
left_child=1 2 -1 4 -4
right_child=-2 -3 3 -5 -6
leaf_value=-0.00043158264598125288 0.0002686819514363982 0.00017105728968143258 0.00035798598507744226 -0.00027091718179777255 -0.00010269077229739834
leaf_weight=0.0011893809053068107 0.0010037568039116401 0.0017903905678574297 0.0011564902962070784 0.0013585850729129628 0.0014142362626428148
leaf_count=245 289 481 625 557 924
internal_value=0 -4.43391e-05 -0.000119679 -2.5268e-05 0.000104553
internal_weight=0 0.00690908 0.00511869 0.00392931 0.00257073
internal_count=3121 2832 2351 2106 1549
is_linear=0
shrinkage=0.00196078


Tree=9690
num_leaves=7
num_cat=0
split_feature=484 1 52 4 16 15
split_gain=2.03884e-05 2.14678e-05 2.78849e-05 3.59848e-05 4.13259e-05 4.27953e-05
threshold=0.044540000000000003 0.12500000000000003 -0.069804999999999992 -0.082109999999999975 -0.088159999999999988 -0.095869999999999983
decision_type=2 2 2 2 2 2
left_child=1 2 -1 -4 5 -5
right_child=-2 -3 3 4 -6 -7
leaf_value=-0.0003614914401491847 0.00025412733472356298 0.00021993051686740507 0.00020736715050465049 -0.00026107862155508234 -0.0004485320633439602 0.00028415211158149922
leaf_weight=0.0011539809945729281 0.001011591178378019 0.0010241135764187748 0.001712949451975916 0.0011002594764103245 0.0011234527936922782 0.0011137087706563501
leaf_count=650 435 232 487 208 763 346
internal_value=0 -4.30807e-05 -8.64943e-05 -2.3659e-05 -0.000142234 1.31928e-05
internal_weight=0 0.00722847 0.00620435 0.00505037 0.00333742 0.00221397
internal_count=3121 2686 2454 1804 1317 554
is_linear=0
shrinkage=0.00196078


Tree=9691
num_leaves=6
num_cat=0
split_feature=51 1 2 3 2
split_gain=7.68467e-06 1.41314e-05 2.8912e-05 6.47707e-05 3.41006e-05
threshold=-0.076794999999999988 0.10937500000000001 0.10613000000000002 -0.084074999999999997 0.089775000000000008
decision_type=2 2 2 2 2
left_child=-1 2 3 -2 -5
right_child=1 -3 -4 4 -6
leaf_value=-0.007401444401359019 -0.016552408747520848 0.0094564820591559323 -0.015478712777866849 -0.00057096733303522464 0.023679370583235576
leaf_weight=0.0011851282236981222 0.0011342372230377707 0.0016071262830203541 0.0011114082053920006 0.0010697853822429072 0.0012661837279537985
leaf_count=537 783 454 250 668 429
internal_value=0 0.0013883 -0.00144183 0.00305378 0.0125736
internal_weight=0 0.00618874 0.00458161 0.00347021 0.00233597
internal_count=3121 2584 2130 1880 1097
is_linear=0
shrinkage=0.1


Tree=9692
num_leaves=5
num_cat=0
split_feature=457 2 52 15
split_gain=1.4848e-05 2.28967e-05 3.7007e-05 3.28729e-05
threshold=0.032140000000000009 0.11293500000000002 0.090245000000000006 -0.024814999999999997
decision_type=2 2 2 2
left_child=1 2 3 -1
right_child=-2 -3 -4 -5
leaf_value=-0.00021211690045002665 0.00021764045887553979 0.00015419980756070274 -0.00037145720289316956 0.00016764467802870612
leaf_weight=0.0015548420551048038 0.001011928294758495 0.0017760623516889038 0.0014301865109102654 0.0020082417642200132
leaf_count=701 296 481 604 1039
internal_value=0 -3.70084e-05 -0.000105019 1.92607e-06
internal_weight=0 0.00676933 0.00499327 0.00356308
internal_count=3121 2825 2344 1740
is_linear=0
shrinkage=0.00196078


Tree=9693
num_leaves=6
num_cat=0
split_feature=457 2 52 13 1
split_gain=1.9986e-05 2.84169e-05 6.31284e-05 4.38051e-05 3.82266e-05
threshold=0.069910000000000014 0.11293500000000002 0.10160000000000001 -0.084034999999999985 0.086560000000000012
decision_type=2 2 2 2 2
left_child=1 2 3 -1 -5
right_child=-2 -3 -4 4 -6
leaf_value=0.00032131911037224154 0.00024634842951909273 0.00016176468761342698 -0.00055208948938294939 0.00015122580903058786 -0.00029958034963651747
leaf_weight=0.0011092340338146657 0.0010271516280654152 0.0018639425029417095 0.0010422402752770076 0.0011482581583165522 0.0019535087018439905
leaf_count=544 267 482 472 772 584
internal_value=0 -4.62343e-05 -0.000120036 -1.3101e-05 -0.000132694
internal_weight=0 0.00711718 0.00525324 0.004211 0.00310177
internal_count=3121 2854 2372 1900 1356
is_linear=0
shrinkage=0.00196078


Tree=9694
num_leaves=5
num_cat=0
split_feature=0 1 47 16
split_gain=7.88959e-06 2.54414e-05 2.57138e-05 2.55456e-05
threshold=0.041630000000000007 0.077565000000000009 1.0000000180025095e-35 -0.008904999999999998
decision_type=2 2 2 2
left_child=1 -1 3 -3
right_child=-2 2 -4 -5
leaf_value=-0.014366032858117453 0.0068853849975964347 0.000715627251096342 -0.007556872832191832 0.020240886783722489
leaf_weight=0.0012367925114020366 0.0013475160633272419 0.0019290313214439456 0.0018412656077767256 0.0010267169681624369
leaf_count=1554 252 681 341 293
internal_value=0 -0.00157776 0.00171939 0.00749798
internal_weight=0 0.00603381 0.00479701 0.00295575
internal_count=3121 2869 1315 974
is_linear=0
shrinkage=0.1


Tree=9695
num_leaves=6
num_cat=0
split_feature=51 47 15 16 0
split_gain=7.39368e-06 1.26709e-05 2.80663e-05 2.91798e-05 3.61216e-05
threshold=0.087505000000000013 0.077555000000000013 -0.083359999999999976 0.15891500000000003 -0.084269999999999984
decision_type=2 2 2 2 2
left_child=1 2 -1 4 -4
right_child=-2 -3 3 -5 -6
leaf_value=0.01845939744900002 -0.0075687049401532529 -0.0060025188939240113 -0.0070549693308136763 -0.014168280897422956 0.017260748114549414
leaf_weight=0.0010439859555721465 0.0011056523080376626 0.0017226408913282275 0.0011597433469439779 0.001050244809398279 0.0012910177697782904
leaf_count=544 435 361 632 300 849
internal_value=0 0.00130081 0.00406891 -0.000222275 0.00575412
internal_weight=0 0.00626763 0.00454499 0.00350101 0.00245076
internal_count=3121 2686 2325 1781 1481
is_linear=0
shrinkage=0.1


Tree=9696
num_leaves=5
num_cat=0
split_feature=15 3 0 15
split_gain=8.01077e-06 1.56533e-05 3.18495e-05 4.0011e-05
threshold=-0.11713499999999999 -0.091054999999999983 -0.082009999999999986 -0.0088349999999999974
decision_type=2 2 2 2
left_child=-1 -2 3 -3
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leaf_value=-0.0069403852643564971 0.010653951238804381 -0.0050772871369877525 -0.011492384272981139 0.01937147588405555
leaf_weight=0.0013648633205011404 0.0014358036565038888 0.0015408033980956165 0.0018375116996271939 0.0011835277256122634
leaf_count=484 526 618 947 546
internal_value=0 0.0015478 -0.00131829 0.00554396
internal_weight=0 0.00599765 0.00456184 0.00272433
internal_count=3121 2637 2111 1164
is_linear=0
shrinkage=0.1


Tree=9697
num_leaves=6
num_cat=0
split_feature=457 1 15 2 52
split_gain=1.34244e-05 2.54338e-05 2.38926e-05 2.84064e-05 2.58153e-05
threshold=0.032140000000000009 0.12408500000000001 1.0000000180025095e-35 0.10912000000000001 1.0000000180025095e-35
decision_type=2 2 2 2 2
left_child=1 2 3 4 -1
right_child=-2 -3 -4 -5 -6
leaf_value=2.9016113391778322e-05 0.00020521307672299386 0.00024347370351055566 -0.00029817397867296167 0.00022706137938776835 -0.00035410121531169545
leaf_weight=0.00171075378029784 0.0010047522374385665 0.0010440046288960683 0.0015382259230045936 0.0013074989426379597 0.0011181672075621478
leaf_count=747 296 271 1138 319 350
internal_value=0 -3.77894e-05 -8.95353e-05 -1.19481e-05 -0.000122416
internal_weight=0 0.00671865 0.00567465 0.00413642 0.00282892
internal_count=3121 2825 2554 1416 1097
is_linear=0
shrinkage=0.00196078


Tree=9698
num_leaves=7
num_cat=0
split_feature=0 16 16 1 15 0
split_gain=1.19808e-05 2.0962e-05 3.627e-05 2.95422e-05 2.06004e-05 2.89946e-05
threshold=0.13134000000000004 0.071345000000000006 -0.014034999999999997 0.085110000000000005 -0.10653 -0.11437499999999999
decision_type=2 2 2 2 2 2
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right_child=-2 -3 -4 4 5 -7
leaf_value=-0.00034021629119106866 0.00019586207526877327 -0.00024788451465572751 0.00033439240554964002 0.00022966530074551241 -0.00032491209473078242 0.00014082383269229203
leaf_weight=0.001083855816512914 0.0010096901860789098 0.001391643840737305 0.0011318093390511675 0.0012634890630880921 0.0010122677619204227 0.0010439102172684455
leaf_count=1070 84 535 616 277 133 406
internal_value=0 -3.27639e-05 2.13198e-05 -5.91473e-05 3.26204e-05 -8.84605e-05
internal_weight=0 0.00692698 0.00553533 0.00440352 0.00331967 0.00205618
internal_count=3121 3037 2502 1886 816 539
is_linear=0
shrinkage=0.00196078


Tree=9699
num_leaves=6
num_cat=0
split_feature=157 42 42 0 1
split_gain=1.25149e-05 2.27035e-05 3.13242e-05 4.43958e-05 3.55355e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 0.092620000000000022 -0.060129999999999996 0.094090000000000021
decision_type=2 2 2 2 2
left_child=-1 -2 3 4 -3
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leaf_value=-0.00021187607796854826 -0.00021955376392446133 -0.00017911977931273041 -0.00021624375595197942 0.00047299339356716774 0.00023187158770244178
leaf_weight=0.0010151344804990954 0.0012296192429408588 0.0015881752710847346 0.0011317064481170891 0.0011908305625239184 0.0016482572401166592
leaf_count=571 795 661 579 203 312
internal_value=0 2.1547e-05 7.48774e-05 0.000149294 3.01908e-05
internal_weight=0 0.00678859 0.00555897 0.00442726 0.00323643
internal_count=3121 2550 1755 1176 973
is_linear=0
shrinkage=0.00196078


Tree=9700
num_leaves=6
num_cat=0
split_feature=16 52 0 1 1
split_gain=8.96476e-06 2.58864e-05 3.07968e-05 1.79088e-05 2.94087e-05
threshold=0.38525000000000004 0.10160000000000001 -0.084269999999999984 0.090540000000000023 0.11103500000000001
decision_type=2 2 2 2 2
left_child=1 2 3 -1 -5
right_child=-2 -3 -4 4 -6
leaf_value=-0.0144764194787055 0.0086655025711076267 -0.014713392516720212 0.012008260415758127 0.01263647508429469 -0.010411380171232837
leaf_weight=0.0011106052279837401 0.001019860052325434 0.0011926359863385118 0.0018409512001980859 0.0011044979601057701 0.0011100103855623295
leaf_count=819 311 591 1022 193 185
internal_value=0 -0.00143401 0.00163166 -0.00411335 0.00108386
internal_weight=0 0.0063587 0.00516606 0.00332511 0.00221451
internal_count=3121 2810 2219 1197 378
is_linear=0
shrinkage=0.1


Tree=9701
num_leaves=6
num_cat=0
split_feature=457 2 52 15 15
split_gain=1.38973e-05 3.2075e-05 3.65642e-05 2.34939e-05 7.00607e-06
threshold=0.032140000000000009 0.11293500000000002 0.090245000000000006 -0.024814999999999997 0.079055000000000014
decision_type=2 2 2 2 2
left_child=1 2 3 -1 -5
right_child=-2 -3 -4 4 -6
leaf_value=-0.00019097116034981073 0.0002089378695899067 0.0001898137198050734 -0.00037993584546038006 0.00024576410517862448 1.4379280843770693e-05
leaf_weight=0.0015637748992416273 0.0010136594337816227 0.001769900275344803 0.0014486355207684746 0.001000500621114624 0.0010120125001358284
leaf_count=701 296 481 604 328 711
internal_value=0 -3.71804e-05 -0.000117133 -1.06806e-05 0.00012941
internal_weight=0 0.00679482 0.00502492 0.00357629 0.00201251
internal_count=3121 2825 2344 1740 1039
is_linear=0
shrinkage=0.00196078


Tree=9702
num_leaves=6
num_cat=0
split_feature=52 3 3 4 0
split_gain=8.95777e-06 2.75518e-05 3.11702e-05 3.5494e-05 5.03004e-05
threshold=0.10347000000000002 0.12178000000000001 0.090900000000000009 0.053180000000000012 -0.077999999999999986
decision_type=2 2 2 2 2
left_child=1 2 3 4 -1
right_child=-2 -3 -4 -5 -6
leaf_value=-0.025295251593938251 0.0071362930433168771 -0.016857630637427269 0.016835406226651532 0.0090612120350005883 0.0037366585306825894
leaf_weight=0.0011608871676375143 0.0014079970692416066 0.0010019603157379094 0.0010271374759128205 0.0015498009607301669 0.0012281620236014069
leaf_count=1230 583 171 128 458 551
internal_value=0 -0.00173109 0.00132091 -0.00272481 -0.0103705
internal_weight=0 0.00596795 0.00496599 0.00393885 0.00238905
internal_count=3121 2538 2367 2239 1781
is_linear=0
shrinkage=0.1


Tree=9703
num_leaves=6
num_cat=0
split_feature=3 12 43 52 0
split_gain=9.16208e-06 1.71781e-05 1.92404e-05 6.73309e-05 5.42647e-05
threshold=0.13524500000000003 0.092355000000000007 -0.088704999999999992 -0.069804999999999992 -0.10224499999999999
decision_type=2 2 2 2 2
left_child=1 2 -1 -4 -5
right_child=-2 -3 3 4 -6
leaf_value=-0.010698080542313715 0.0083877459571682269 -0.011056147490040934 -0.017324450816846575 -0.001625547586820833 0.026434410228101685
leaf_weight=0.0010378002589332869 0.0010985555790931885 0.0014496905354923527 0.0010165292552050688 0.0013422388774663174 0.0014165515408974191
leaf_count=352 192 906 427 262 982
internal_value=0 -0.00151329 0.00136098 0.0046759 0.0127824
internal_weight=0 0.00626281 0.00481312 0.00377532 0.00275879
internal_count=3121 2929 2023 1671 1244
is_linear=0
shrinkage=0.1


Tree=9704
num_leaves=6
num_cat=0
split_feature=52 16 4 16 52
split_gain=7.7519e-06 2.08459e-05 5.436e-05 1.88166e-05 1.81478e-05
threshold=-0.057699999999999994 -0.083134999999999987 -0.084134999999999988 -0.36241499999999999 -0.092399999999999982
decision_type=2 2 2 2 2
left_child=4 3 -3 -2 -1
right_child=1 2 -4 -5 -6
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leaf_count=617 394 287 895 619 309
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internal_weight=0 0.00515575 0.00247259 0.00268317 0.00218973
internal_count=3121 2195 1182 1013 926
is_linear=0
shrinkage=0.1


Tree=9705
num_leaves=6
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split_feature=15 16 2 0 12
split_gain=1.16291e-05 3.41013e-05 4.46865e-05 3.18831e-05 2.9694e-05
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decision_type=2 2 2 2 2
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leaf_weight=0.0011024338572155441 0.0010128739643873487 0.0015578948358218347 0.0012771024990179645 0.0014836014688864715 0.001268675895466019
leaf_count=363 216 967 424 234 917
internal_value=0 -3.37897e-05 2.62193e-05 -6.92324e-05 5.29451e-05
internal_weight=0 0.00660015 0.00558727 0.00431017 0.00282657
internal_count=3121 2758 2542 2118 1884
is_linear=0
shrinkage=0.00196078


Tree=9706
num_leaves=7
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split_feature=457 2 52 0 16 13
split_gain=2.34818e-05 4.69525e-05 4.36436e-05 3.69927e-05 4.32221e-05 3.84927e-05
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decision_type=2 2 2 2 2 2
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leaf_weight=0.0010112666006437065 0.0010511286418796234 0.0018616931722256714 0.0010126523557313855 0.0011623002085433657 0.0010491337947823773 0.0010164700797276195
leaf_count=161 267 482 472 607 756 376
internal_value=0 -3.92007e-05 -0.000134046 -4.66836e-05 -0.000235039 0.000131438
internal_weight=0 0.00711352 0.00525182 0.00423917 0.0020604 0.00217877
internal_count=3121 2854 2372 1900 917 983
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shrinkage=0.00196078


Tree=9707
num_leaves=6
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split_feature=403 13 4 3 42
split_gain=2.52794e-05 5.87854e-05 7.53929e-05 3.37924e-05 5.37402e-05
threshold=0.03138500000000001 0.11217000000000001 -0.064804999999999988 0.090900000000000009 0.088060000000000013
decision_type=2 2 2 2 2
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leaf_weight=0.0016581956657482997 0.0010077425120609404 0.0011421869840475664 0.0012962391584856426 0.0017882856365015005 0.0011489177960562747
leaf_count=979 376 172 834 235 525
internal_value=0 -4.74632e-05 -0.000126389 1.24296e-05 -0.000137386
internal_weight=0 0.00703383 0.00589164 0.00423344 0.00244516
internal_count=3121 2745 2573 1594 1359
is_linear=0
shrinkage=0.00196078


Tree=9708
num_leaves=6
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split_feature=15 4 2 15 52
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decision_type=2 2 2 2 2
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leaf_weight=0.0010491439803094844 0.0012870040242159721 0.0014416582255617292 0.0012279096560518592 0.0012831148069649208 0.0010787082558160149
leaf_count=363 643 271 403 851 590
internal_value=0 -0.00140752 0.00202531 -0.00216293 -0.00885481
internal_weight=0 0.00631839 0.00487674 0.00364883 0.00236182
internal_count=3121 2758 2487 2084 1441
is_linear=0
shrinkage=0.1


Tree=9709
num_leaves=7
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split_feature=50 16 16 43 15 0
split_gain=2.20672e-05 2.49672e-05 4.69437e-05 3.1898e-05 3.10816e-05 5.51914e-05
threshold=1.0000000180025095e-35 -0.014034999999999997 0.071345000000000006 -0.067899999999999974 -0.10653 -0.10224499999999999
decision_type=2 2 2 2 2 2
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right_child=-2 2 3 -5 5 -7
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leaf_weight=0.0011912342265781532 0.0010021554497956385 0.0010755306371860555 0.0010252744371439457 0.001176621941340549 0.0013695339530720948 0.0011771263316366055
leaf_count=338 627 572 251 268 224 841
internal_value=0 3.55406e-05 0.000160462 -3.54561e-06 -7.39921e-05 -0.000196279
internal_weight=0 0.00701532 0.00327743 0.0022019 0.00373789 0.00254666
internal_count=3121 2494 1091 519 1403 1065
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Tree=9710
num_leaves=6
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split_feature=52 0 0 150 2
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decision_type=2 2 2 2 2
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leaf_count=674 583 437 882 248 297
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internal_weight=0 0.00596486 0.00444779 0.00337929 0.00237609
internal_count=3121 2538 2101 1219 971
is_linear=0
shrinkage=0.1


Tree=9711
num_leaves=6
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split_feature=16 4 2 2 12
split_gain=9.22397e-06 1.77223e-05 2.91837e-05 1.77302e-05 2.93695e-05
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decision_type=2 2 2 2 2
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leaf_weight=0.0011732839348999003 0.0014367527659838607 0.0012807626737311095 0.0012196535437455133 0.0010028822072964644 0.0012444583201305247
leaf_count=274 658 291 411 446 1041
internal_value=0 -0.0015725 0.00116326 -0.00327548 0.000967301
internal_weight=0 0.00618451 0.00490375 0.00368409 0.00268121
internal_count=3121 2847 2556 2145 1699
is_linear=0
shrinkage=0.1


Tree=9712
num_leaves=6
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split_feature=15 0 0 0 4
split_gain=1.98239e-05 3.20686e-05 2.76877e-05 4.24777e-05 3.25101e-05
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decision_type=2 2 2 2 2
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leaf_count=363 190 307 1777 227 257
internal_value=0 -4.64689e-05 2.42202e-05 -5.83192e-05 9.65569e-05
internal_weight=0 0.00686673 0.00537176 0.00399747 0.00251868
internal_count=3121 2758 2568 2261 484
is_linear=0
shrinkage=0.00196078


Tree=9713
num_leaves=6
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split_feature=15 0 0 52 12
split_gain=9.12988e-06 2.45748e-05 2.65903e-05 2.73819e-05 2.15496e-06
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decision_type=2 2 2 2 2
left_child=-1 -2 -3 4 -4
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leaf_count=363 190 307 900 576 785
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internal_weight=0 0.00631046 0.00496032 0.00368678 0.00200703
internal_count=3121 2758 2568 2261 1685
is_linear=0
shrinkage=0.1


Tree=9714
num_leaves=6
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split_feature=1 47 4 1 12
split_gain=8.91303e-06 1.53171e-05 2.72895e-05 4.4545e-05 2.10159e-05
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decision_type=2 2 2 2 2
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leaf_count=618 289 264 884 306 760
internal_value=0 -0.00145617 0.000688497 0.00755043 -0.00682352
internal_weight=0 0.00629485 0.00529411 0.00276677 0.00252734
internal_count=3121 2832 2568 1190 1378
is_linear=0
shrinkage=0.1


Tree=9715
num_leaves=7
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split_feature=403 13 16 16 15 49
split_gain=2.25506e-05 4.80614e-05 6.53014e-05 6.46262e-05 4.15598e-05 2.45105e-05
threshold=0.03138500000000001 0.11217000000000001 0.15891500000000003 -0.008904999999999998 -0.022504999999999997 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2
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leaf_value=0.00021513329900582585 0.00027282275147097929 0.00033030202966859639 -0.00055456887046635109 0.0003809679479312976 -0.00048310108648236076 -0.00017258348757084475
leaf_weight=0.0010568299584783885 0.00100382956359636 0.0011217288624957187 0.00105446603311052 0.0011882789775831048 0.0010128852823620897 0.0015408757675633305
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internal_weight=0 0.00697506 0.00585334 0.00479887 0.00361059 0.00259771
internal_count=3121 2745 2573 2161 1642 784
is_linear=0
shrinkage=0.00196078


Tree=9716
num_leaves=7
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split_feature=1 42 151 16 52 4
split_gain=1.37964e-05 3.54915e-05 2.24376e-05 8.39097e-05 2.31907e-05 5.01177e-05
threshold=0.12456000000000002 0.091735000000000025 -0.0083949999999999979 -0.25582999999999995 -0.049749999999999996 -0.082109999999999975
decision_type=2 2 2 2 2 2
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internal_weight=0 0.00679894 0.00579794 0.00463565 0.00356613 0.00233436
internal_count=3121 2837 2257 1802 1641 1138
is_linear=0
shrinkage=0.00196078


Tree=9717
num_leaves=7
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split_feature=457 1 4 0 1 4
split_gain=2.88042e-05 3.09247e-05 3.28236e-05 3.01684e-05 2.96652e-05 1.82497e-05
threshold=0.069910000000000014 0.11588000000000001 -0.082109999999999975 -0.10011499999999998 0.097525000000000014 -0.42529999999999996
decision_type=2 2 2 2 2 2
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internal_value=0 -5.0773e-05 -0.000121501 -0.000244841 -0.000110045 6.65635e-05
internal_weight=0 0.00705551 0.00544047 0.00328563 0.00216915 0.00215484
internal_count=3121 2854 2472 1766 351 706
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Tree=9718
num_leaves=5
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split_feature=51 52 2 3
split_gain=9.26086e-06 1.22579e-05 2.57799e-05 5.91364e-05
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decision_type=2 2 2 2
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internal_weight=0 0.00626688 0.00459859 0.00310505
internal_count=3121 2686 1889 1548
is_linear=0
shrinkage=0.1


Tree=9719
num_leaves=6
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split_feature=157 0 16 47 1
split_gain=1.57101e-05 2.93323e-05 3.10179e-05 2.03799e-05 1.43823e-05
threshold=-1.0000000180025095e-35 -0.019414999999999998 -0.056919999999999991 0.092165000000000011 0.090840000000000018
decision_type=2 2 2 2 2
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internal_weight=0 0.0068345 0.00513997 0.00373073 0.00268645
internal_count=3121 2550 2293 1474 1331
is_linear=0
shrinkage=0.00196078


Tree=9720
num_leaves=7
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split_feature=457 1 4 0 1 16
split_gain=2.46633e-05 3.11238e-05 3.93643e-05 2.88982e-05 2.7347e-05 1.4627e-05
threshold=0.069910000000000014 0.11588000000000001 -0.082109999999999975 -0.10011499999999998 0.097525000000000014 0.15891500000000003
decision_type=2 2 2 2 2 2
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internal_value=0 -4.82045e-05 -0.000119453 -0.000255291 -0.000121113 8.94587e-05
internal_weight=0 0.00689247 0.00533307 0.00323174 0.00212101 0.00210133
internal_count=3121 2854 2472 1766 351 706
is_linear=0
shrinkage=0.00196078


Tree=9721
num_leaves=7
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split_feature=4 151 49 15 15 4
split_gain=1.90279e-05 2.34005e-05 3.7725e-05 2.59363e-05 3.61942e-05 6.52721e-05
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internal_weight=0 0.00675715 0.00575481 0.00471685 0.00352778 0.00238715
internal_count=3121 2781 2329 2164 1464 390
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shrinkage=0.00196078


Tree=9722
num_leaves=7
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split_feature=457 151 4 0 2 13
split_gain=3.53347e-05 2.7248e-05 5.32235e-05 3.67847e-05 5.43538e-05 2.33278e-05
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internal_weight=0 0.00702214 0.00597933 0.00469718 0.00367593 0.00253674
internal_count=3121 2854 2515 2191 2124 1402
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Tree=9723
num_leaves=7
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split_feature=131 16 12 49 0 3
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internal_weight=0 0.00709071 0.00461041 0.00358455 0.00241797 0.0024803
internal_count=3121 2590 1951 1309 973 639
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Tree=9724
num_leaves=6
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split_feature=50 15 16 0 0
split_gain=2.21037e-05 3.57665e-05 3.76542e-05 6.12995e-05 5.10219e-05
threshold=1.0000000180025095e-35 -0.10653 -0.013324999999999998 -0.10224499999999999 -0.053834999999999994
decision_type=2 2 2 2 2
left_child=1 -1 3 -3 -4
right_child=-2 2 4 -5 -6
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leaf_weight=0.0015406697595821781 0.0010099096414056879 0.0014370024282214454 0.0010774805217011586 0.0012226523485973336 0.0019364778989955768
leaf_count=454 627 227 668 848 297
internal_value=0 3.89227e-05 -3.30217e-05 -0.000203066 0.000117033
internal_weight=0 0.00721428 0.00567361 0.00265965 0.00301396
internal_count=3121 2494 2040 1075 965
is_linear=0
shrinkage=0.00196078


Tree=9725
num_leaves=6
num_cat=0
split_feature=0 1 3 12 16
split_gain=8.97334e-06 1.72764e-05 2.01745e-05 2.5353e-05 2.46434e-05
threshold=0.10455500000000001 0.077565000000000009 0.083060000000000009 0.088365000000000013 -0.095564999999999983
decision_type=2 2 2 2 2
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leaf_value=-0.011275984690371757 0.0083825133822118536 0.018971538324162499 0.0068667037861881225 -0.0013070932215186915 -0.013529798296269014
leaf_weight=0.001401654102305948 0.0010805347296535947 0.001100832573332197 0.0010050558353886939 0.0014013765751431514 0.0014426330716699218
leaf_count=1571 168 479 153 524 226
internal_value=0 -0.00147513 0.00130016 0.00761437 -0.0051547
internal_weight=0 0.00635155 0.0049499 0.00250221 0.00244769
internal_count=3121 2953 1382 1003 379
is_linear=0
shrinkage=0.1


Tree=9726
num_leaves=6
num_cat=0
split_feature=2 13 43 0 3
split_gain=7.94452e-06 2.1478e-05 1.84496e-05 1.82768e-05 4.09354e-06
threshold=0.099185000000000009 -0.08971999999999998 -0.074359999999999996 -0.10011499999999998 0.099930000000000005
decision_type=2 2 2 2 2
left_child=2 -2 -1 -4 -3
right_child=1 4 3 -5 -6
leaf_value=0.0051139832491881925 0.014875083484592403 0.0020834455349809811 -0.0010044960232701162 -0.018214344756252897 -0.0068497038933641357
leaf_weight=0.001722933401442233 0.0011216220431944641 0.0010373398310007035 0.0014543566609359539 0.0010718974297632541 0.0010147771910465828
leaf_count=936 200 596 239 1027 123
internal_value=0 0.0037478 -0.00286496 -0.00830669 -0.00233402
internal_weight=0 0.00317374 0.00424919 0.00252625 0.00205212
internal_count=3121 919 2202 1266 719
is_linear=0
shrinkage=0.1


Tree=9727
num_leaves=7
num_cat=0
split_feature=403 13 16 16 15 49
split_gain=1.86765e-05 5.40546e-05 5.20451e-05 4.88346e-05 4.05537e-05 3.21603e-05
threshold=0.0071950000000000009 0.11217000000000001 0.15891500000000003 -0.008904999999999998 -0.022504999999999997 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2
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right_child=-2 -3 -4 -5 -6 -7
leaf_value=0.00025258692445250945 0.00024730997271754781 0.00035544646617905503 -0.00051041841386474944 0.00032259974829678832 -0.00047534545814589406 -0.00019115325748683692
leaf_weight=0.0010555360483723594 0.0010020562662895671 0.001119660750057953 0.0010490523670616137 0.0011567032296623675 0.001003252076430693 0.0015501288571789825
leaf_count=243 398 172 411 519 838 540
internal_value=0 -3.90683e-05 -0.000115035 -2.79999e-05 -0.000140371 -1.13973e-05
internal_weight=0 0.00693433 0.00581467 0.00476562 0.00360892 0.00260566
internal_count=3121 2723 2551 2140 1621 783
is_linear=0
shrinkage=0.00196078


Tree=9728
num_leaves=6
num_cat=0
split_feature=15 0 0 52 0
split_gain=2.27181e-05 2.59742e-05 1.81682e-05 2.87421e-05 2.72251e-05
threshold=-0.15026499999999995 -0.14920999999999998 -0.10011499999999998 0.08976000000000002 -0.040504999999999992
decision_type=2 2 2 2 2
left_child=-1 -2 -3 4 -4
right_child=1 2 3 -5 -6
leaf_value=0.00025425655010820987 -0.00027750878091705789 0.00021132110700782092 -0.00040677766211052085 0.00013383496660869694 3.4260459844328347e-05
leaf_weight=0.0011383464741748948 0.0014529187556058332 0.0013864111764228856 0.0011574432080925189 0.0017962657296314395 0.0010056767103756947
leaf_count=363 190 307 1424 576 261
internal_value=0 -4.50355e-05 1.81477e-05 -4.94935e-05 -0.00020173
internal_weight=0 0.00679872 0.0053458 0.00395939 0.00216312
internal_count=3121 2758 2568 2261 1685
is_linear=0
shrinkage=0.00196078


Tree=9729
num_leaves=6
num_cat=0
split_feature=1 47 4 3 43
split_gain=7.78398e-06 1.59999e-05 2.3441e-05 3.6271e-05 1.92552e-05
threshold=0.12408500000000001 0.090280000000000013 -0.033174999999999989 0.090900000000000009 -0.0030899999999999994
decision_type=2 2 2 2 2
left_child=1 2 4 -4 -1
right_child=-2 -3 3 -5 -6
leaf_value=0.0030727278505828454 0.0078588327873878351 -0.012332992703702243 -0.0016058200037978915 0.022208947372341414 -0.014341380314616861
leaf_weight=0.0012222309604449891 0.0010690069054302429 0.0010998451260645723 0.0016954484024057396 0.0010268928080141516 0.0013214710237360668
leaf_count=837 289 283 1060 117 535
internal_value=0 -0.00136303 0.000928114 0.00737734 -0.00597402
internal_weight=0 0.00636589 0.00526604 0.00272234 0.0025437
internal_count=3121 2832 2549 1177 1372
is_linear=0
shrinkage=0.1


Tree=9730
num_leaves=6
num_cat=0
split_feature=0 42 49 15 16
split_gain=8.40526e-06 1.96008e-05 5.63086e-05 4.30479e-05 6.1097e-05
threshold=0.041630000000000007 0.091295000000000015 -0.054984999999999992 -0.016799999999999995 -0.072359999999999994
decision_type=2 2 2 2 2
left_child=1 2 -1 4 -4
right_child=-2 -3 3 -5 -6
leaf_value=-0.024781709640142313 0.0070889752063703409 0.010507270149850676 0.0071373941465336785 0.014025711423904087 -0.025316721758807604
leaf_weight=0.001055943831423491 0.0013547445086333279 0.0010924506896719914 0.0012997612894363824 0.0015746296325321006 0.001047603794211619
leaf_count=282 252 665 419 1011 492
internal_value=0 -0.00162248 -0.00428446 0.00123415 -0.00734653
internal_weight=0 0.00607039 0.00497794 0.00392199 0.00234737
internal_count=3121 2869 2204 1922 911
is_linear=0
shrinkage=0.1


Tree=9731
num_leaves=6
num_cat=0
split_feature=49 42 2 43 4
split_gain=9.37125e-06 2.39877e-05 1.99307e-05 2.53585e-05 7.83798e-07
threshold=-0.081404999999999991 0.088915000000000008 0.10613000000000002 -0.0037449999999999996 0.0037800000000000004
decision_type=2 2 2 2 2
left_child=-1 2 3 -2 -5
right_child=1 -3 -4 4 -6
leaf_value=0.0089557218461614446 -0.00453832609673734 -0.013958085540251554 -0.0069766438386381947 0.015115095196090986 0.011182312738761271
leaf_weight=0.0010031054210638702 0.0013511784405153891 0.0012353479936962055 0.0017905487459508799 0.0010127519585099777 0.0010142981641846388
leaf_count=240 1053 848 430 381 169
internal_value=0 -0.00143925 0.00155277 0.00607358 0.0131472
internal_weight=0 0.00640413 0.00516878 0.00337823 0.00202705
internal_count=3121 2881 2033 1603 550
is_linear=0
shrinkage=0.1


Tree=9732
num_leaves=6
num_cat=0
split_feature=1 49 15 13 2
split_gain=7.7439e-06 1.29908e-05 2.64001e-05 3.80822e-05 2.55737e-05
threshold=0.12408500000000001 -0.026779999999999995 -0.11713499999999999 -0.017449999999999997 0.088555000000000009
decision_type=2 2 2 2 2
left_child=1 -1 -3 -4 -5
right_child=-2 2 3 4 -6
leaf_value=0.0066184827209721008 0.0078854251982899849 -0.018336982379818841 -0.011141486099552629 0.01971853156813004 -0.0024881111642177721
leaf_weight=0.0015465670960747155 0.0010594658292972497 0.0010043011516381599 0.0017124573273087852 0.0010745851049581267 0.001002308782864789
leaf_count=393 289 283 1247 466 443
internal_value=0 -0.00135072 -0.00392181 -0.000101319 0.00900161
internal_weight=0 0.00634022 0.00479365 0.00378935 0.00207689
internal_count=3121 2832 2439 2156 909
is_linear=0
shrinkage=0.1


Tree=9733
num_leaves=6
num_cat=0
split_feature=4 52 2 15 3
split_gain=9.6259e-06 1.28582e-05 2.6549e-05 3.09319e-05 1.6155e-05
threshold=0.27834500000000006 0.10347000000000002 0.10327000000000001 -0.016799999999999995 -0.081234999999999988
decision_type=2 2 2 2 2
left_child=1 2 3 -1 -5
right_child=-2 -3 -4 4 -6
leaf_value=-0.01011348251607978 0.0083995555280265907 0.0074849749885524067 -0.016436743636557706 -0.00028222966203526986 0.017126694568368749
leaf_weight=0.0016036125830916938 0.0011458274706807508 0.0012530067451828877 0.0012538815074338624 0.0010851891557892425 0.0010476439192076662
leaf_count=689 340 519 443 797 333
internal_value=0 -0.00157171 -0.00384573 0.000379585 0.008269
internal_weight=0 0.00624333 0.00499033 0.00373645 0.00213283
internal_count=3121 2781 2262 1819 1130
is_linear=0
shrinkage=0.1


Tree=9734
num_leaves=6
num_cat=0
split_feature=4 16 48 2 1
split_gain=1.50799e-05 1.97385e-05 3.14267e-05 3.04645e-05 1.75419e-05
threshold=0.24564500000000003 -0.094359999999999986 0.088965000000000002 0.093680000000000013 0.089875000000000024
decision_type=2 2 2 2 2
left_child=1 -1 3 4 -3
right_child=-2 2 -4 -5 -6
leaf_value=-0.00025571053218346101 0.00015626510685973365 -0.00038279417262422605 0.00030523753555157843 0.00016527528469533951 -4.0012530222372378e-05
leaf_weight=0.0013934098654791258 0.0017372896780537194 0.0011576432527304358 0.0010695608055963143 0.001273711511086806 0.0011384653702668462
leaf_count=393 426 1058 320 554 370
internal_value=0 -5.10574e-05 1.0409e-05 -7.79252e-05 -0.000212835
internal_weight=0 0.00603279 0.00463938 0.00356982 0.00229611
internal_count=3121 2695 2302 1982 1428
is_linear=0
shrinkage=0.00196078


Tree=9735
num_leaves=6
num_cat=0
split_feature=157 0 2 2 43
split_gain=1.22273e-05 2.6208e-05 3.54699e-05 2.27462e-05 1.30845e-05
threshold=-1.0000000180025095e-35 -0.019414999999999998 0.088225000000000012 0.11411 -0.072864999999999985
decision_type=2 2 2 2 2
left_child=-1 2 4 -4 -2
right_child=1 -3 3 -5 -6
leaf_value=-0.00020400822447572164 -8.8471750638947796e-05 0.00023822640597710016 0.00022366979831284093 -0.00012135366477484947 -0.00040370308602539204
leaf_weight=0.0010215228170577335 0.001016517519108774 0.0016838227799145216 0.0018759843838542095 0.0012074833704557005 0.0010084762912376801
leaf_count=571 412 257 777 349 755
internal_value=0 2.60798e-05 -4.38468e-05 8.85589e-05 -0.000245462
internal_weight=0 0.00679228 0.00510846 0.00308347 0.00202499
internal_count=3121 2550 2293 1126 1167
is_linear=0
shrinkage=0.00196078


Tree=9736
num_leaves=6
num_cat=0
split_feature=2 13 42 12 3
split_gain=1.03549e-05 1.87854e-05 1.72665e-05 3.49221e-05 4.55624e-06
threshold=0.099185000000000009 -0.08971999999999998 0.08623500000000002 0.084100000000000022 0.099930000000000005
decision_type=2 2 2 2 2
left_child=2 -2 3 -1 -3
right_child=1 4 -4 -5 -6
leaf_value=0.00088789759893180922 0.014745101639041228 0.0032699474272664614 0.0067241543852334098 -0.021453764589631726 -0.0061723902209603575
leaf_weight=0.0018988635885834393 0.0011148567250566289 0.0010351862035344107 0.0012291044459541512 0.0011077943458694345 0.0010092665754050795
leaf_count=468 200 596 866 868 123
internal_value=0 0.00430287 -0.00326167 -0.00734382 -0.00139137
internal_weight=0 0.00315931 0.00423576 0.00300666 0.00204445
internal_count=3121 919 2202 1336 719
is_linear=0
shrinkage=0.1


Tree=9737
num_leaves=6
num_cat=0
split_feature=4 16 48 13 1
split_gain=8.9321e-06 1.60884e-05 2.55825e-05 2.93904e-05 2.83273e-05
threshold=0.24564500000000003 -0.094359999999999986 0.088965000000000002 -0.033284999999999988 0.089875000000000024
decision_type=2 2 2 2 2
left_child=1 -1 3 -3 -5
right_child=-2 2 -4 4 -6
leaf_value=-0.011565059486525572 0.0064551126276937076 -0.014755936817015702 0.014947042381108179 -0.0071138822951000245 0.016288563860378906
leaf_weight=0.0013230606978690863 0.0016505585933087926 0.00132912306602888 0.0010139965919104873 0.0010605774383213532 0.0010095955775280439
leaf_count=393 426 1069 320 648 265
internal_value=0 -0.00189274 0.00100692 -0.00315136 0.00429918
internal_weight=0 0.00573635 0.00441329 0.0033993 0.00207017
internal_count=3121 2695 2302 1982 913
is_linear=0
shrinkage=0.1


Tree=9738
num_leaves=6
num_cat=0
split_feature=457 15 2 52 3
split_gain=1.26706e-05 2.47507e-05 2.239e-05 2.47427e-05 1.95852e-05
threshold=0.032140000000000009 1.0000000180025095e-35 0.10912000000000001 1.0000000180025095e-35 -1.0000000180025095e-35
decision_type=2 2 2 2 2
left_child=1 2 3 4 -1
right_child=-2 -3 -4 -5 -6
leaf_value=-0.00012106144475297097 0.00020324522903320308 -0.0002348177047246866 0.00021965157060437529 -0.00028175951597133605 0.00025966858522174081
leaf_weight=0.0010251736916195189 0.0010018228097759983 0.0017350857373459923 0.0017011342490679663 0.00120003204261305 0.0010530482158973855
leaf_count=683 296 1167 463 372 140
internal_value=0 -3.3146e-05 3.71272e-05 -5.75873e-05 7.18569e-05
internal_weight=0 0.00671447 0.00497939 0.00327825 0.00207822
internal_count=3121 2825 1658 1195 823
is_linear=0
shrinkage=0.00196078


Tree=9739
num_leaves=6
num_cat=0
split_feature=0 16 16 16 48
split_gain=9.3812e-06 1.59983e-05 2.36896e-05 2.75926e-05 3.33777e-05
threshold=0.10455500000000001 0.071345000000000006 -0.014034999999999997 -0.083134999999999987 0.085845000000000019
decision_type=2 2 2 2 2
left_child=1 2 3 4 -1
right_child=-2 -3 -4 -5 -6
leaf_value=0.010568759061059493 0.0086003181730250448 -0.011548125300096716 0.014434985937428436 -0.016604913771335848 -0.011372374006135867
leaf_weight=0.0018643631692709178 0.0010767407220969166 0.0012662028760992289 0.0010444076944168311 0.001027372275425549 0.0011038231028406562
leaf_count=869 168 469 608 793 214
internal_value=0 -0.00149929 0.0010253 -0.00247988 0.00240919
internal_weight=0 0.00630617 0.00503997 0.00399556 0.00296819
internal_count=3121 2953 2484 1876 1083
is_linear=0
shrinkage=0.1


Tree=9740
num_leaves=6
num_cat=0
split_feature=160 47 52 15 1
split_gain=2.08915e-05 4.2722e-05 3.4906e-05 6.71577e-05 9.45004e-05
threshold=-1.0000000180025095e-35 0.09550500000000002 0.096795000000000006 0.088235000000000022 0.094090000000000021
decision_type=2 2 2 2 2
left_child=-1 2 3 4 -2
right_child=1 -3 -4 -5 -6
leaf_value=-0.00019502962197540431 -0.00063315310618213862 0.0003402390200554092 0.00026144145060954589 0.00026552417231193978 0.00012307976298079858
leaf_weight=0.0017235703817984399 0.0014702828319378344 0.0014787700451646549 0.0011299337034868981 0.0011356820217537492 0.0011186850525220799
leaf_count=970 877 209 216 405 444
internal_value=0 4.84532e-05 -4.04286e-05 -0.000132006 -0.000306387
internal_weight=0 0.00633335 0.00485458 0.00372465 0.00258897
internal_count=3121 2151 1942 1726 1321
is_linear=0
shrinkage=0.00196078


Tree=9741
num_leaves=6
num_cat=0
split_feature=457 1 4 16 16
split_gain=2.60298e-05 3.52824e-05 4.29759e-05 2.41766e-05 5.89494e-09
threshold=0.045365000000000009 0.111945 -0.0029599999999999995 -0.078844999999999985 -0.14322499999999996
decision_type=2 2 2 2 2
left_child=1 2 3 -1 -4
right_child=-2 -3 4 -5 -6
leaf_value=0.00025635917263578848 0.00028889167246691293 0.00017056841360012549 -0.00036311851377930589 -0.0001164270545491664 -0.00035639029118143193
leaf_weight=0.0010210674756421659 0.0010006674197842961 0.0019998154361814272 0.001002175687837495 0.0019390492856319269 0.0010004445641035279
leaf_count=625 289 454 221 1119 413
internal_value=0 -4.93138e-05 -0.000137919 1.21624e-05 -0.000359757
internal_weight=0 0.00696255 0.00496274 0.00296012 0.00200262
internal_count=3121 2832 2378 1744 634
is_linear=0
shrinkage=0.00196078


Tree=9742
num_leaves=6
num_cat=0
split_feature=403 13 4 3 42
split_gain=3.38651e-05 5.84552e-05 7.88288e-05 4.31121e-05 4.26488e-05
threshold=0.03138500000000001 0.11217000000000001 -0.064804999999999988 0.090900000000000009 0.088060000000000013
decision_type=2 2 2 2 2
left_child=1 2 -1 4 -4
right_child=-2 -3 3 -5 -6
leaf_value=-0.00048687824351019085 0.00032564072299985913 0.00034959402571448518 -0.00039803037314333959 0.00023623431293904687 0.00011529825864257613
leaf_weight=0.0017257979074559171 0.0010230852101870257 0.0011509495528001608 0.0013370109606925368 0.0018410510894395042 0.0011640155528057027
leaf_count=979 376 172 834 235 525
internal_value=0 -5.55396e-05 -0.000132385 8.51146e-06 -0.000159119
internal_weight=0 0.00721883 0.00606788 0.00434208 0.00250103
internal_count=3121 2745 2573 1594 1359
is_linear=0
shrinkage=0.00196078


Tree=9743
num_leaves=6
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split_feature=3 13 48 52 2
split_gain=9.04296e-06 1.79464e-05 2.57124e-05 2.84639e-05 2.14704e-05
threshold=0.13524500000000003 -0.086919999999999983 0.091545000000000015 0.070205000000000017 0.084245000000000014
decision_type=2 2 2 2 2
left_child=1 -1 3 4 -3
right_child=-2 2 -4 -5 -6
leaf_value=-0.012192079211333284 0.0083747037059875035 0.00047005098340501705 0.015422534373266168 0.010307140403460679 -0.016981416381172877
leaf_weight=0.0012554882942275051 0.0010896296322374889 0.001465496228866437 0.0010119775212033659 0.0012289249039302854 0.001358473340928234
leaf_count=530 192 511 252 758 878
internal_value=0 -0.00148931 0.0011637 -0.00239662 -0.00792499
internal_weight=0 0.00632036 0.00506487 0.00405289 0.00282397
internal_count=3121 2929 2399 2147 1389
is_linear=0
shrinkage=0.1


Tree=9744
num_leaves=6
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split_feature=2 43 4 4 3
split_gain=8.56491e-06 2.70694e-05 5.86906e-05 2.19759e-05 2.03283e-05
threshold=0.088225000000000012 0.016310000000000002 -0.064804999999999988 0.052250000000000012 -0.078934999999999991
decision_type=2 2 2 2 2
left_child=4 2 -2 -4 -1
right_child=1 -3 3 -5 -6
leaf_value=-0.015338710277229188 -0.021043454630445074 0.015813548958566927 0.018077355336778358 -0.00093598797391704998 0.0026538107482685751
leaf_weight=0.0010573039580586956 0.0011010191530183384 0.0011545866433228186 0.001006828231751687 0.0015342115542833783 0.0015462901674903546
leaf_count=1038 394 298 494 420 477
internal_value=0 0.00247124 -0.00175847 0.00659761 -0.00465284
internal_weight=0 0.00479665 0.00364206 0.00254104 0.00260359
internal_count=3121 1606 1308 914 1515
is_linear=0
shrinkage=0.1


Tree=9745
num_leaves=6
num_cat=0
split_feature=4 16 2 2 3
split_gain=8.23114e-06 1.48344e-05 2.00267e-05 2.36034e-05 2.6931e-05
threshold=0.24564500000000003 -0.092484999999999984 0.10644500000000001 0.090050000000000005 -0.074084999999999998
decision_type=2 2 2 2 2
left_child=1 -1 3 4 -3
right_child=-2 2 -4 -5 -6
leaf_value=-0.010724185459883268 0.0061755782784797628 0.014472012711440406 0.012943107011815076 -0.014329265676993009 -0.0082103895216213627
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leaf_count=430 426 1088 393 529 255
internal_value=0 -0.00182693 0.0010827 -0.00282763 0.00349167
internal_weight=0 0.00573029 0.00431815 0.00324747 0.00209592
internal_count=3121 2695 2265 1872 1343
is_linear=0
shrinkage=0.1


Tree=9746
num_leaves=7
num_cat=0
split_feature=0 15 150 3 0 15
split_gain=1.44198e-05 2.21045e-05 3.18262e-05 3.64341e-05 2.97378e-05 1.80898e-05
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decision_type=2 2 2 2 2 2
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leaf_weight=0.0016940742705635319 0.0010067337691513538 0.001066476076646933 0.0010318876449667306 0.0010280050780200351 0.0010022817998470144 0.0011734448727046408
leaf_count=976 84 756 260 140 259 646
internal_value=0 -3.77107e-05 6.47164e-05 -4.64422e-05 -0.000156305 -3.06899e-05
internal_weight=0 0.00699617 0.00375397 0.00272208 0.0032422 0.00223992
internal_count=3121 3037 1376 1116 1661 1402
is_linear=0
shrinkage=0.00196078


Tree=9747
num_leaves=6
num_cat=0
split_feature=0 1 48 2 3
split_gain=1.23848e-05 2.34876e-05 2.24893e-05 2.70122e-05 2.60009e-05
threshold=0.041630000000000007 0.077565000000000009 0.092150000000000024 0.089775000000000008 -0.074084999999999998
decision_type=2 2 2 2 2
left_child=1 -1 3 4 -3
right_child=-2 2 -4 -5 -6
leaf_value=-0.00027779951514504139 0.00016225668157663386 0.00019203425805080796 -0.00018461347717507341 0.0003315464736595229 -0.00022647570636020675
leaf_weight=0.0012862513379100528 0.0014041634999533816 0.0011038502846279876 0.001474356868798786 0.0012785608865258525 0.001181751834539122
leaf_count=1554 252 468 216 355 276
internal_value=0 -4.13082e-05 1.90642e-05 0.000103318 -2.43529e-05
internal_weight=0 0.00632477 0.00503852 0.00356416 0.0022856
internal_count=3121 2869 1315 1099 744
is_linear=0
shrinkage=0.00196078


Tree=9748
num_leaves=7
num_cat=0
split_feature=457 151 1 52 43 4
split_gain=2.08037e-05 2.89578e-05 4.64602e-05 3.56033e-05 2.78621e-05 3.03359e-05
threshold=0.069910000000000014 -0.0056149999999999993 0.111945 0.10160000000000001 -0.0037449999999999996 -0.016959999999999999
decision_type=2 2 2 2 2 2
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right_child=-2 2 -4 -5 5 -7
leaf_value=-0.00034869018768939351 0.00025412480556589437 -0.0002541119945022844 0.00028283402868678454 -0.00042454155107274485 0.00036518359794105479 -9.7145135080103792e-05
leaf_weight=0.0010378576455437388 0.0010139939668254491 0.0011250758741342356 0.0016787843273916858 0.0010064275823631966 0.0010532168064991479 0.0011322410595795336
leaf_count=339 267 1044 384 456 435 196
internal_value=0 -4.62939e-05 6.05054e-06 -0.000101585 -3.40413e-06 0.000125661
internal_weight=0 0.0070336 0.00599575 0.00431696 0.00331053 0.00218546
internal_count=3121 2854 2515 2131 1675 631
is_linear=0
shrinkage=0.00196078


Tree=9749
num_leaves=6
num_cat=0
split_feature=457 3 3 12 4
split_gain=2.03877e-05 2.47405e-05 4.2148e-05 4.02606e-05 4.48163e-05
threshold=0.069910000000000014 0.13524500000000003 0.088060000000000013 0.079890000000000017 0.09173000000000002
decision_type=2 2 2 2 2
left_child=1 2 3 -1 -5
right_child=-2 -3 -4 4 -6
leaf_value=0.00025823166188795199 0.00025592576864092511 0.000223361345717921 -0.00040781990171391135 -0.00031933490088404239 0.00017077253004849657
leaf_weight=0.0014933353676771354 0.0010048598645465605 0.0011250942631231362 0.0012847070848700654 0.0019032461992749277 0.0011512000093015476
leaf_count=401 267 171 135 1940 207
internal_value=0 -4.28568e-05 -9.42106e-05 -5.61881e-06 -0.000134617
internal_weight=0 0.00695758 0.00583249 0.00454778 0.00305445
internal_count=3121 2854 2683 2548 2147
is_linear=0
shrinkage=0.00196078


Tree=9750
num_leaves=6
num_cat=0
split_feature=0 1 48 2 3
split_gain=8.95738e-06 2.03212e-05 2.12455e-05 2.54434e-05 2.86162e-05
threshold=0.041630000000000007 0.077565000000000009 0.092150000000000024 0.089775000000000008 -0.074084999999999998
decision_type=2 2 2 2 2
left_child=1 -1 3 4 -3
right_child=-2 2 -4 -5 -6
leaf_value=-0.013141157251550573 0.0073160260687626351 0.010879064629758527 -0.0090683153553872669 0.017039446298998995 -0.011987344843788841
leaf_weight=0.0012339546625530894 0.0013510771607774495 0.0010579532844197184 0.0014148174198033237 0.0012260011832245146 0.0011338236507691796
leaf_count=1554 252 468 216 355 276
internal_value=0 -0.00168749 0.00123709 0.0055031 -0.000949911
internal_weight=0 0.00606655 0.0048326 0.00341778 0.00219178
internal_count=3121 2869 1315 1099 744
is_linear=0
shrinkage=0.1


Tree=9751
num_leaves=7
num_cat=0
split_feature=403 13 16 16 15 49
split_gain=1.55703e-05 4.14017e-05 5.94369e-05 3.73614e-05 4.54689e-05 2.23207e-05
threshold=0.017340000000000005 0.11217000000000001 0.15891500000000003 -0.008904999999999998 -0.022504999999999997 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2
left_child=1 2 3 4 5 -1
right_child=-2 -3 -4 -5 -6 -7
leaf_value=0.0002453681323415245 0.00022381897733962173 0.00030624851935998374 -0.00052741470423503317 0.00029631629755916023 -0.00046432656163030854 -0.0001227209538482208
leaf_weight=0.001064696997381234 0.0010012686557264146 0.0011274320593353763 0.0010468456876014873 0.0011505766816981827 0.0010029804492532068 0.00156345342998606
leaf_count=243 393 172 411 519 843 540
internal_value=0 -3.77012e-05 -0.000104232 -1.15862e-05 -0.00010915 2.63966e-05
internal_weight=0 0.00695599 0.00582855 0.00478171 0.00363113 0.00262815
internal_count=3121 2728 2556 2145 1626 783
is_linear=0
shrinkage=0.00196078


Tree=9752
num_leaves=6
num_cat=0
split_feature=47 42 49 52 16
split_gain=8.31314e-06 1.41611e-05 2.85245e-05 3.01604e-05 2.71217e-05
threshold=0.09550500000000002 0.091295000000000015 -0.054319999999999993 -0.031059999999999997 -0.078844999999999985
decision_type=2 2 2 2 2
left_child=1 2 -1 -4 -5
right_child=-2 -3 3 4 -6
leaf_value=-0.018403031290024706 0.0063934006460065959 0.0088353089139590075 0.014536571067865642 0.0058993010570668166 -0.014351144451470838
leaf_weight=0.0010772351192682933 0.0015781924994797475 0.001033092275742914 0.0010395275860946148 0.0011728178445039779 0.0015166370263970071
leaf_count=297 314 624 578 794 514
internal_value=0 -0.00178655 -0.00406971 7.09296e-05 -0.00552033
internal_weight=0 0.00583931 0.00480622 0.00372898 0.00268945
internal_count=3121 2807 2183 1886 1308
is_linear=0
shrinkage=0.1


Tree=9753
num_leaves=6
num_cat=0
split_feature=49 42 2 43 3
split_gain=9.95055e-06 2.22002e-05 2.23111e-05 2.14592e-05 6.25044e-07
threshold=-0.081404999999999991 0.088915000000000008 0.10613000000000002 -0.0037449999999999996 0.076840000000000006
decision_type=2 2 2 2 2
left_child=-1 2 3 -2 -5
right_child=1 -3 -4 4 -6
leaf_value=0.0092116431409428289 -0.0036014976456486131 -0.013530483630550963 -0.007638727991739769 0.010918085695479248 0.014429790048913513
leaf_weight=0.0010044597491933776 0.0013490412727229957 0.0012363908192213145 0.0017899464293023191 0.0010132113580849226 0.0010141669601517512
leaf_count=240 1053 848 430 380 170
internal_value=0 -0.00149372 0.00138687 0.00617162 0.0126748
internal_weight=0 0.00640276 0.00516637 0.00337642 0.00202738
internal_count=3121 2881 2033 1603 550
is_linear=0
shrinkage=0.1


Tree=9754
num_leaves=6
num_cat=0
split_feature=0 160 2 12 4
split_gain=8.83163e-06 2.3521e-05 2.85559e-05 3.01838e-05 2.28225e-05
threshold=-0.060129999999999996 -1.0000000180025095e-35 0.10005000000000001 0.088245000000000004 -0.35136499999999998
decision_type=2 2 2 2 2
left_child=1 -1 3 -3 -2
right_child=4 2 -4 -5 -6
leaf_value=-0.015934788321429395 -0.0048367291499629601 -0.016083624741118418 0.012014654512491736 0.0061154220640467372 0.014532662771163753
leaf_weight=0.0010269412329913024 0.0012104093974556291 0.0012917364581925867 0.0014831185683072271 0.0011648144970698702 0.0012229251776073513
leaf_count=821 227 655 402 670 346
internal_value=0 -0.00245588 0.00105762 -0.00555758 0.00489778
internal_weight=0 0.00496661 0.00393967 0.00245655 0.00243333
internal_count=3121 2548 1727 1325 573
is_linear=0
shrinkage=0.1


Tree=9755
num_leaves=6
num_cat=0
split_feature=0 1 48 43 1
split_gain=8.50233e-06 1.7375e-05 1.98742e-05 2.46878e-05 2.47263e-07
threshold=0.041630000000000007 0.077565000000000009 0.092150000000000024 -0.0037449999999999996 0.096575000000000008
decision_type=2 2 2 2 2
left_child=1 -1 3 -3 -5
right_child=-2 2 -4 4 -6
leaf_value=-0.012251251002836989 0.0071395488467134952 -0.0050494054287411614 -0.0089001431832381444 0.011188803875018537 0.013406194489727997
leaf_weight=0.0012287117385269223 0.0013502233127990109 0.0013868250335683854 0.0014117598788188053 0.001010279299968385 0.0010013245292999902
leaf_count=1554 252 604 216 227 268
internal_value=0 -0.00163821 0.00107278 0.00521568 0.0122926
internal_weight=0 0.0060389 0.00481019 0.00339843 0.0020116
internal_count=3121 2869 1315 1099 495
is_linear=0
shrinkage=0.1


Tree=9756
num_leaves=6
num_cat=0
split_feature=49 42 3 15 3
split_gain=8.61443e-06 1.82176e-05 2.01804e-05 3.87118e-05 3.05779e-05
threshold=-0.081404999999999991 0.088915000000000008 -0.088084999999999983 -0.016799999999999995 0.10542000000000001
decision_type=2 2 2 2 2
left_child=-1 2 -2 4 -4
right_child=1 -3 3 -5 -6
leaf_value=0.0085969747840998791 0.01246996201638814 -0.012299986106129871 0.001166698088615284 0.0090117885318970262 -0.022359233952877679
leaf_weight=0.0010004310942474904 0.0012193874939861685 0.0012332496967014332 0.0010683303174995531 0.0017168339441973662 0.0011441755867552291
leaf_count=240 611 848 571 668 183
internal_value=0 -0.00138326 0.00123156 -0.00225603 -0.0109995
internal_weight=0 0.00638198 0.00514873 0.00392934 0.00221251
internal_count=3121 2881 2033 1422 754
is_linear=0
shrinkage=0.1


Tree=9757
num_leaves=5
num_cat=0
split_feature=3 12 2 3
split_gain=9.1671e-06 1.66357e-05 2.54375e-05 5.29394e-05
threshold=0.13524500000000003 0.092355000000000007 0.088225000000000012 0.0068900000000000012
decision_type=2 2 2 2
left_child=1 2 -1 -4
right_child=-2 -3 3 -5
leaf_value=-0.008176492919464479 0.0084787191025404631 -0.010831462951334922 0.019119663210958971 -0.0072918070244652649
leaf_weight=0.0017754468655401152 0.0010809213843885699 0.0014630760104408043 0.0016373019159958615 0.0014146139210161656
leaf_count=1176 192 906 668 179
internal_value=0 -0.0014903 0.00134082 0.00687751
internal_weight=0 0.00629044 0.00482736 0.00305192
internal_count=3121 2929 2023 847
is_linear=0
shrinkage=0.1


Tree=9758
num_leaves=6
num_cat=0
split_feature=4 12 2 3 4
split_gain=2.11971e-05 3.56458e-05 5.35645e-05 0.000116625 3.29913e-05
threshold=-0.46376499999999993 0.092355000000000007 0.088225000000000012 -0.015584999999999998 0.033845000000000007
decision_type=2 2 2 2 2
left_child=-1 2 -2 -4 -5
right_child=1 -3 3 4 -6
leaf_value=-0.00027199106875906178 -0.00015649767131726937 -0.00022983333207045155 0.00071952664800409424 0.00023037898063050599 -0.00023294218046829429
leaf_weight=0.0010008432201245787 0.0019566626600686244 0.001557691212814143 0.001291052960610111 0.001125040025972746 0.0012444741926410418
leaf_count=183 1168 863 507 179 221
internal_value=0 3.26163e-05 0.000105395 0.000245383 -1.29583e-05
internal_weight=0 0.00717492 0.00561723 0.00366057 0.00236951
internal_count=3121 2938 2075 907 400
is_linear=0
shrinkage=0.00196078


Tree=9759
num_leaves=5
num_cat=0
split_feature=47 1 12 15
split_gain=9.53736e-06 1.70331e-05 4.49984e-05 1.29106e-05
threshold=0.09550500000000002 0.095285000000000022 0.088245000000000004 -0.080694999999999989
decision_type=2 2 2 2
left_child=1 2 -1 -3
right_child=-2 3 -4 -5
leaf_value=-0.016557091411705565 0.0069001996139918228 0.013419353925789856 0.0052591623893277172 -0.0025408741343494867
leaf_weight=0.0019278706509412058 0.0015651513841350353 0.0010216032315530721 0.0018553034859410834 0.0010058717374256394
leaf_count=1056 314 367 1038 346
internal_value=0 -0.00189465 -0.0058582 0.00550116
internal_weight=0 0.00581065 0.00378317 0.00202747
internal_count=3121 2807 2094 713
is_linear=0
shrinkage=0.1


Tree=9760
num_leaves=7
num_cat=0
split_feature=52 52 12 4 1 16
split_gain=8.43828e-06 1.61253e-05 2.8781e-05 3.34735e-05 3.68042e-05 4.43795e-05
threshold=0.11434500000000002 0.070205000000000017 0.096210000000000004 -0.034939999999999992 0.11181500000000001 -0.094359999999999986
decision_type=2 2 2 2 2 2
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right_child=-2 -3 -4 4 -6 -7
leaf_value=-0.020279965713626325 -0.0079539809475941206 0.012234182577053901 0.0140600332601517 -0.0063207189521476033 -0.014798189696732623 0.023346347951268411
leaf_weight=0.0010334019914055837 0.0011355963469046109 0.0011288336874154415 0.0010191282078901411 0.001015710209816036 0.0010337708914656767 0.0010013338290825601
leaf_count=586 501 562 410 206 250 606
internal_value=0 0.00141869 -0.000973645 -0.00472498 0.000543963 0.00840709
internal_weight=0 0.00623218 0.00510335 0.00408422 0.00305081 0.00201704
internal_count=3121 2620 2058 1648 1062 812
is_linear=0
shrinkage=0.1


Tree=9761
num_leaves=6
num_cat=0
split_feature=12 15 12 3 0
split_gain=3.30939e-05 2.23423e-05 4.14107e-05 3.68444e-05 3.21913e-05
threshold=0.10388500000000002 0.088235000000000022 0.084100000000000022 0.10893000000000001 -0.084674999999999986
decision_type=2 2 2 2 2
left_child=1 2 3 4 -1
right_child=-2 -3 -4 -5 -6
leaf_value=4.7522599643289494e-05 -0.00032373571160440058 0.00028317754943940453 -0.00027332314384846104 -0.00016103286074014731 0.0004736946768860138
leaf_weight=0.0016397074284447615 0.0011005683291637107 0.0012198229355548044 0.0016372887394292771 0.0014417558703471705 0.0011660254080748326
leaf_count=420 349 600 1212 223 317
internal_value=0 4.16646e-05 -8.39722e-06 9.37243e-05 0.000224634
internal_weight=0 0.0071046 0.00588478 0.00424749 0.00280573
internal_count=3121 2772 2172 960 737
is_linear=0
shrinkage=0.00196078


Tree=9762
num_leaves=6
num_cat=0
split_feature=47 4 13 16 15
split_gain=8.41121e-06 1.60972e-05 3.37685e-05 2.91918e-05 5.46196e-05
threshold=0.09550500000000002 -0.35136499999999998 -0.086919999999999983 -0.091114999999999988 -0.0063699999999999989
decision_type=2 2 2 2 2
left_child=1 -1 -3 -4 -5
right_child=-2 2 3 4 -6
leaf_value=-0.012539221553044835 0.0064749949477511436 -0.014306133064703278 0.017489962878468317 -0.017392917183260651 0.013771857552070062
leaf_weight=0.0011225860601141871 0.0015653605906847676 0.0011248312762794075 0.0013024865809770302 0.001090323387939587 0.001161393048787714
leaf_count=202 314 578 423 706 898
internal_value=0 -0.00178524 0.000794842 0.00557399 -0.00131871
internal_weight=0 0.00580162 0.00467903 0.0035542 0.00225172
internal_count=3121 2807 2605 2027 1604
is_linear=0
shrinkage=0.1


Tree=9763
num_leaves=7
num_cat=0
split_feature=457 0 3 4 43 13
split_gain=2.87617e-05 3.27687e-05 4.21633e-05 6.4586e-05 6.09076e-05 3.83898e-05
threshold=0.069910000000000014 -0.14920999999999998 -0.078934999999999991 -0.082109999999999975 -0.043144999999999996 -0.095304999999999987
decision_type=2 2 2 2 2 2
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right_child=-2 2 4 -5 5 -7
leaf_value=-0.00028759685412662819 0.00029927661353833945 0.00012378417756615516 0.00056974091848702928 -0.00052471065685455258 0.00024575585585601438 -0.00028729407142865439
leaf_weight=0.0017210602294649088 0.0010261113191932019 0.0012879291330679871 0.001006799030190663 0.0010903046699641198 0.0010503482198543712 0.0010276814076929947
leaf_count=223 267 552 458 1016 171 434
internal_value=0 -5.16617e-05 2.26664e-05 -0.000173519 0.000173915 -1.78619e-05
internal_weight=0 0.00718412 0.00546306 0.00237823 0.00308483 0.00207803
internal_count=3121 2854 2631 1568 1063 605
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shrinkage=0.00196078


Tree=9764
num_leaves=5
num_cat=0
split_feature=3 12 2 3
split_gain=8.77445e-06 1.87605e-05 2.20674e-05 4.6666e-05
threshold=0.13524500000000003 0.092355000000000007 0.088225000000000012 0.0068900000000000012
decision_type=2 2 2 2
left_child=1 2 -1 -4
right_child=-2 -3 3 -5
leaf_value=-0.0073226788329746884 0.0082730458234863014 -0.011375043190897896 0.018208074361006216 -0.0066175252370113333
leaf_weight=0.0017733763422740473 0.0010842619916181379 0.0014656358596639883 0.001634773272867917 0.0014104812761266241
leaf_count=1176 192 906 668 179
internal_value=0 -0.00146801 0.00154532 0.00670951
internal_weight=0 0.00628427 0.00481863 0.00304525
internal_count=3121 2929 2023 847
is_linear=0
shrinkage=0.1


Tree=9765
num_leaves=6
num_cat=0
split_feature=457 1 42 4 15
split_gain=1.59668e-05 3.37257e-05 3.08512e-05 2.72976e-05 2.83764e-05
threshold=0.032140000000000009 0.12408500000000001 0.091545000000000015 -0.082109999999999975 -0.10653
decision_type=2 2 2 2 2
left_child=1 2 3 -1 -5
right_child=-2 -3 -4 4 -6
leaf_value=0.00015322956821361118 0.00022222747664430928 0.00027912508012930485 -0.00041269684711667194 9.692402314914312e-05 -0.00029697938135511741
leaf_weight=0.0018370656477129147 0.0010121992569523683 0.0010670583815848948 0.001004333232636912 0.0011210551875715548 0.0018861102531944032
leaf_count=643 296 271 579 240 1092
internal_value=0 -4.14465e-05 -9.99341e-05 -3.50904e-05 -0.000150134
internal_weight=0 0.00691562 0.00584856 0.00484423 0.00300717
internal_count=3121 2825 2554 1975 1332
is_linear=0
shrinkage=0.00196078


Tree=9766
num_leaves=5
num_cat=0
split_feature=1 49 12 0
split_gain=8.11847e-06 1.37515e-05 2.59001e-05 3.16125e-05
threshold=0.12408500000000001 -0.026779999999999995 0.090840000000000018 -0.10224499999999999
decision_type=2 2 2 2
left_child=1 -1 3 -3
right_child=-2 2 -4 -5
leaf_value=0.0068333360960065748 0.008089302780593232 -0.0099114655318477476 -0.01395004340713888 0.01048156072706876
leaf_weight=0.0015375217429789787 0.0010536034015740294 0.0013668709521771061 0.0016992460265178328 0.0017124888151882286
leaf_count=393 289 269 965 1205
internal_value=0 -0.00139267 -0.0040394 0.00142947
internal_weight=0 0.00631613 0.00477861 0.00307936
internal_count=3121 2832 2439 1474
is_linear=0
shrinkage=0.1


Tree=9767
num_leaves=5
num_cat=0
split_feature=15 16 2 13
split_gain=8.6485e-06 1.68403e-05 2.04529e-05 2.68262e-05
threshold=-0.10653 -0.092484999999999984 0.10644500000000001 -0.033284999999999988
decision_type=2 2 2 2
left_child=-1 -2 3 -3
right_child=1 2 -4 -5
leaf_value=0.0064052416874677614 -0.010515348720156432 -0.014209564056067839 0.013702076344523568 0.0049035196577990716
leaf_weight=0.0016254747143892752 0.0016145368714921777 0.0012032011359339335 0.0010344999874890206 0.0018844776747794379
leaf_count=521 459 973 378 790
internal_value=0 -0.00185803 0.00153278 -0.00254443
internal_weight=0 0.00573672 0.00412218 0.00308768
internal_count=3121 2600 2141 1763
is_linear=0
shrinkage=0.1


Tree=9768
num_leaves=7
num_cat=0
split_feature=457 15 151 4 15 4
split_gain=3.14626e-05 3.85315e-05 3.57431e-05 4.4644e-05 5.94117e-05 4.02127e-05
threshold=0.069910000000000014 0.088655000000000025 -0.0017399999999999998 0.24564500000000003 -0.037864999999999989 -0.084369999999999987
decision_type=2 2 2 2 2 2
left_child=1 2 -1 4 -4 -6
right_child=-2 -3 3 -5 5 -7
leaf_value=-0.00032582776421698396 0.00032185666009926532 -0.00039794564435949612 -0.00042929909678376466 0.00039756522128615434 -5.9546794799309872e-05 0.00043404924027592382
leaf_weight=0.0010037611797216713 0.0010102080675885444 0.0010332487122992262 0.0010292564724302049 0.0012678636485965004 0.0017078603955493804 0.0010097526780066916
leaf_count=343 267 662 711 318 501 319
internal_value=0 -4.81364e-05 1.19185e-05 7.95226e-05 -2.80965e-05 0.000123853
internal_weight=0 0.00705174 0.00601849 0.00501473 0.00374687 0.00271761
internal_count=3121 2854 2192 1849 1531 820
is_linear=0
shrinkage=0.00196078


Tree=9769
num_leaves=6
num_cat=0
split_feature=457 1 1 3 0
split_gain=1.41304e-05 2.15339e-05 3.82122e-05 2.18082e-05 2.18619e-05
threshold=0.032140000000000009 0.111945 0.092695000000000013 -0.091054999999999983 -0.083914999999999976
decision_type=2 2 2 2 2
left_child=1 2 3 -1 -5
right_child=-2 -3 -4 4 -6
leaf_value=0.00021710854533180099 0.00021028520933603952 0.00013381070754759364 -0.0003957829632894891 7.6621516805705676e-05 -0.00030193134798018928
leaf_weight=0.0011597363944823129 0.0010055927630021671 0.0019715845298876825 0.0013059897167854734 0.0011797942893871057 0.0011664218710377005
leaf_count=385 296 454 416 806 764
internal_value=0 -3.87796e-05 -0.000109495 -2.8503e-06 -0.000111576
internal_weight=0 0.00678353 0.00481194 0.00350595 0.00234622
internal_count=3121 2825 2371 1955 1570
is_linear=0
shrinkage=0.00196078


Tree=9770
num_leaves=6
num_cat=0
split_feature=42 160 43 16 0
split_gain=8.30204e-06 1.52452e-05 2.15616e-05 4.08049e-05 4.4685e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.074359999999999996 -0.056919999999999991 -0.15599999999999997
decision_type=2 2 2 2 2
left_child=-1 -2 -3 4 -4
right_child=1 2 3 -5 -6
leaf_value=-0.0075099738520381628 -0.0077683816036023369 0.015135017586858755 -0.0058660373167590957 -0.015121807178038084 0.0221373520578282
leaf_weight=0.001237295527626167 0.0013838195759395284 0.0013000558198461246 0.001165553498880935 0.0011739223590296732 0.0011148681709660263
leaf_count=862 828 482 114 322 513
internal_value=0 0.00146908 0.00415775 2.64077e-05 0.00782445
internal_weight=0 0.00613822 0.0047544 0.00345434 0.00228042
internal_count=3121 2259 1431 949 627
is_linear=0
shrinkage=0.1


Tree=9771
num_leaves=6
num_cat=0
split_feature=3 12 43 52 0
split_gain=1.20244e-05 1.60988e-05 2.29713e-05 4.83492e-05 3.89834e-05
threshold=0.13524500000000003 0.092355000000000007 -0.088909999999999989 -0.069804999999999992 -0.10224499999999999
decision_type=2 2 2 2 2
left_child=1 2 -1 -4 -5
right_child=-2 -3 3 4 -6
leaf_value=-0.00024007249005227876 0.00018241044855130085 -0.00021077137140980016 -0.00026660638846977432 -1.6991638266615325e-05 0.00043686851320647166
leaf_weight=0.0010519063308812452 0.0011385978424402572 0.0015474467485525369 0.0010907609551190599 0.0014091403317001094 0.0015043906722091321
leaf_count=344 192 906 431 262 986
internal_value=0 -3.57708e-05 1.7788e-05 8.55266e-05 0.000217357
internal_weight=0 0.00660365 0.0050562 0.00400429 0.00291353
internal_count=3121 2929 2023 1679 1248
is_linear=0
shrinkage=0.00196078


Tree=9772
num_leaves=5
num_cat=0
split_feature=15 3 15 3
split_gain=8.84688e-06 2.40412e-05 3.63874e-05 3.82022e-05
threshold=0.035560000000000008 -0.077774999999999983 -0.016799999999999995 0.097915000000000016
decision_type=2 2 2 2
left_child=1 -1 3 -3
right_child=-2 2 -4 -5
leaf_value=-0.0082409158281558613 -0.0063620305441595389 0.011150150994313783 0.021213787087634946 -0.011941607884237572
leaf_weight=0.0016640914565224036 0.0017003534258712349 0.0014923901781833298 0.0011353081455169126 0.0013779033254684948
leaf_count=965 1180 603 153 220
internal_value=0 0.00186192 0.00605906 6.47999e-05
internal_weight=0 0.00566969 0.0040056 0.00287029
internal_count=3121 1941 976 823
is_linear=0
shrinkage=0.1


Tree=9773
num_leaves=6
num_cat=0
split_feature=15 16 0 52 3
split_gain=9.31287e-06 1.91023e-05 3.72841e-05 3.3351e-05 4.21719e-05
threshold=-0.15026499999999995 -0.27167499999999994 -0.10607499999999999 0.08976000000000002 -0.074939999999999993
decision_type=2 2 2 2 2
left_child=-1 -2 -3 4 -4
right_child=1 2 3 -5 -6
leaf_value=0.0086671505234232581 -0.013071455242105054 0.014350340535965737 -0.026544820619503813 0.0066328497301055347 0.0020417021035396337
leaf_weight=0.0010544792520151914 0.0011611092198693636 0.0015077491940407818 0.0010656412913469158 0.0015702112794575129 0.0010006461286894241
leaf_count=363 239 265 1327 565 362
internal_value=0 -0.00148603 0.00112892 -0.00435288 -0.0127012
internal_weight=0 0.00630536 0.00514425 0.0036365 0.00206629
internal_count=3121 2758 2519 2254 1689
is_linear=0
shrinkage=0.1


Tree=9774
num_leaves=6
num_cat=0
split_feature=1 3 2 15 16
split_gain=1.22451e-05 3.06293e-05 3.74103e-05 1.95924e-05 1.92854e-05
threshold=0.10557500000000002 -0.11255999999999998 0.092875000000000013 -0.10324499999999999 -0.078844999999999985
decision_type=2 2 2 2 2
left_child=1 -1 4 -2 -3
right_child=3 2 -4 -5 -6
leaf_value=0.00022531286154034544 0.00027606507539211647 0.00016634873747959817 -0.00040319541303898368 -4.2923641522336767e-05 -0.00019311648351371505
leaf_weight=0.001096060892337972 0.001318940946490267 0.0012734829443910621 0.0013821390883460138 0.0016873300155039535 0.0010444290465220418
leaf_count=254 298 701 677 362 829
internal_value=0 -6.25861e-05 -0.00014787 9.70262e-05 4.37714e-06
internal_weight=0 0.00479611 0.00370005 0.00300627 0.00231791
internal_count=3121 2461 2207 660 1530
is_linear=0
shrinkage=0.00196078


Tree=9775
num_leaves=6
num_cat=0
split_feature=16 52 160 0 12
split_gain=1.77845e-05 2.40734e-05 2.53255e-05 2.71583e-05 2.61127e-05
threshold=-0.48836499999999994 0.11434500000000002 -0.027994999999999996 -0.019414999999999998 0.088305000000000008
decision_type=2 2 2 2 2
left_child=-1 2 -2 4 -4
right_child=1 -3 3 -5 -6
leaf_value=0.00020758659307818072 0.00028512503486757227 -0.00032547615407657767 -0.00031144819201468619 0.00017873023147762544 4.5006404045680942e-05
leaf_weight=0.0012531577107529647 0.0010045339722786137 0.0010117616143041569 0.0018128266299386453 0.0013116261429472172 0.0014006063024144977
leaf_count=274 494 428 858 236 831
internal_value=0 -4.73946e-05 3.48664e-06 -5.90353e-05 -0.000156084
internal_weight=0 0.00654135 0.00552959 0.00452506 0.00321343
internal_count=3121 2847 2419 1925 1689
is_linear=0
shrinkage=0.00196078


Tree=9776
num_leaves=6
num_cat=0
split_feature=16 4 2 2 12
split_gain=9.54266e-06 1.68357e-05 2.50914e-05 1.75791e-05 2.32209e-05
threshold=-0.48836499999999994 0.098655000000000007 0.10644500000000001 0.092755000000000018 0.088365000000000013
decision_type=2 2 2 2 2
left_child=-1 2 3 4 -2
right_child=1 -3 -4 -5 -6
leaf_value=0.008199319978620636 0.0083752949697488317 -0.011811707230115079 0.013607109214282057 -0.014321520792362409 -0.01080605779702737
leaf_weight=0.0011815594897836706 0.001684115030173862 0.0012819003894244153 0.001202687202253621 0.0010030909860447518 0.0010094212349615887
leaf_count=274 1010 291 411 426 709
internal_value=0 -0.00160891 0.00106064 -0.00302132 0.00118695
internal_weight=0 0.00618121 0.00489931 0.00369663 0.00269354
internal_count=3121 2847 2556 2145 1719
is_linear=0
shrinkage=0.1


Tree=9777
num_leaves=5
num_cat=0
split_feature=4 151 0 0
split_gain=9.24162e-06 1.43929e-05 4.67948e-05 3.21109e-05
threshold=0.24564500000000003 -0.0071249999999999985 -0.10224499999999999 -0.053834999999999994
decision_type=2 2 2 2
left_child=1 -1 -3 -4
right_child=-2 2 3 -5
leaf_value=0.0087495270204072922 0.0065459692187330694 -0.022260300773780696 0.011899988006081275 -0.0072126890157012324
leaf_weight=0.0010312495117644769 0.0016552923151744682 0.0011071180091508921 0.0015818763676028842 0.0019784732716675384
leaf_count=463 426 262 1595 375
internal_value=0 -0.00194213 -0.00430439 0.00127914
internal_weight=0 0.00569872 0.00466747 0.00356035
internal_count=3121 2695 2232 1970
is_linear=0
shrinkage=0.1


Tree=9778
num_leaves=6
num_cat=0
split_feature=457 15 2 52 15
split_gain=2.32325e-05 2.9068e-05 2.78262e-05 2.48394e-05 2.28847e-05
threshold=0.032140000000000009 1.0000000180025095e-35 0.10912000000000001 -0.046924999999999988 -0.031204999999999997
decision_type=2 2 2 2 2
left_child=1 2 3 -1 -5
right_child=-2 -3 -4 4 -6
leaf_value=0.00017979773680720001 0.00026996374904604575 -0.00026440132116651454 0.00022861087991909781 -3.489001743552354e-06 -0.00039063445482752054
leaf_weight=0.001010667764401603 0.0010084897745128033 0.0017803866876272036 0.0017314359366966715 0.0012336003686901405 0.0011199878013756514
leaf_count=473 296 1167 463 524 198
internal_value=0 -4.87204e-05 2.66364e-05 -7.7311e-05 -0.000187718
internal_weight=0 0.00687608 0.00509569 0.00336426 0.00235359
internal_count=3121 2825 1658 1195 722
is_linear=0
shrinkage=0.00196078


Tree=9779
num_leaves=7
num_cat=0
split_feature=457 43 2 3 4 0
split_gain=2.66319e-05 2.4731e-05 4.45771e-05 4.18213e-05 3.30504e-05 1.50915e-05
threshold=0.069910000000000014 -0.067199999999999996 0.098260000000000014 -0.081054999999999974 0.053925000000000008 -0.10011499999999998
decision_type=2 2 2 2 2 2
left_child=1 3 5 -1 -4 -3
right_child=-2 2 4 -5 -6 -7
leaf_value=-0.00010069467181530749 0.00028731619934964559 -0.00017770970154552576 0.00027627306161599535 0.00041947301730446408 -0.00017941200644515414 -0.0005027338130947184
leaf_weight=0.0014614807187422921 0.0010441522471058779 0.0011362496469439708 0.0012313207099554754 0.0010014508288500846 0.001216514907250094 0.0010631345013514533
leaf_count=722 267 193 307 504 232 896
internal_value=0 -4.80376e-05 -0.000132224 0.00011081 4.98086e-05 -0.000334819
internal_weight=0 0.00711015 0.00464722 0.00246293 0.00244784 0.00219938
internal_count=3121 2854 1628 1226 539 1089
is_linear=0
shrinkage=0.00196078


Tree=9780
num_leaves=6
num_cat=0
split_feature=0 4 0 15 0
split_gain=9.32834e-06 2.21865e-05 1.99962e-05 1.99789e-05 4.81792e-05
threshold=-0.060129999999999996 -0.35136499999999998 -0.10011499999999998 -0.11713499999999999 -0.14920999999999998
decision_type=2 2 2 2 2
left_child=2 -2 3 -1 -5
right_child=1 -3 -4 4 -6
leaf_value=-0.009536636663750514 -0.0045261623172984265 0.014587787221479848 -0.012137959255340627 -0.0066861047577157235 0.022014478980247585
leaf_weight=0.0010856026425921585 0.0012141887519815234 0.0012149200901121744 0.0015069081470763853 0.0012383500739180265 0.0011084239466648343
leaf_count=209 227 346 1910 178 251
internal_value=0 0.00503369 -0.00253522 0.00168065 0.0068697
internal_weight=0 0.00242911 0.00493928 0.00343238 0.00234677
internal_count=3121 573 2548 638 429
is_linear=0
shrinkage=0.1


Tree=9781
num_leaves=7
num_cat=0
split_feature=457 15 151 4 15 4
split_gain=3.25765e-05 4.71981e-05 3.23618e-05 3.09445e-05 5.16949e-05 5.47854e-05
threshold=0.069910000000000014 0.088655000000000025 -0.0017399999999999998 0.24564500000000003 -0.037864999999999989 -0.084369999999999987
decision_type=2 2 2 2 2 2
left_child=1 2 -1 4 -4 -6
right_child=-2 -3 3 -5 5 -7
leaf_value=-0.00030467312158073749 0.00032200308796534059 -0.00043240179044492952 -0.00038947427381628714 0.00034481119583442337 -8.4023155648771871e-05 0.00049006869547106905
leaf_weight=0.0010096147030487553 0.0010264901712912283 0.0010642087889824892 0.001006628916712886 0.0012682164425302403 0.001711589731948279 0.0010199163613205098
leaf_count=343 267 662 711 318 501 319
internal_value=0 -5.17661e-05 1.55673e-05 8.01492e-05 -9.64121e-06 0.000130337
internal_weight=0 0.00708017 0.00601597 0.00500635 0.00373814 0.00273151
internal_count=3121 2854 2192 1849 1531 820
is_linear=0
shrinkage=0.00196078


Tree=9782
num_leaves=7
num_cat=0
split_feature=403 13 3 1 2 1
split_gain=2.77042e-05 4.9044e-05 8.22073e-05 4.29511e-05 3.56358e-05 3.30637e-05
threshold=0.03138500000000001 0.11217000000000001 -0.077774999999999983 0.094385000000000011 0.11215000000000001 0.080000000000000016
decision_type=2 2 2 2 2 2
left_child=1 2 -1 5 -5 -4
right_child=-2 -3 3 4 -6 -7
leaf_value=-0.00049247280194727289 0.00029405368831825934 0.0003184563968275617 6.37597206502717e-05 0.00046390964743194099 -2.5841545903065501e-05 -0.00043858726558245652
leaf_weight=0.0016692616024521819 0.0010187781750755623 0.001154058833898108 0.0010018779321562948 0.0010743932961115258 0.0012196395027069483 0.0010131287623659636
leaf_count=1491 376 172 333 338 243 168
internal_value=0 -5.16113e-05 -0.00012305 2.00597e-05 0.00020353 -0.000188816
internal_weight=0 0.00713236 0.0059783 0.00430904 0.00229403 0.00201501
internal_count=3121 2745 2573 1082 581 501
is_linear=0
shrinkage=0.00196078


Tree=9783
num_leaves=6
num_cat=0
split_feature=15 16 0 48 16
split_gain=9.01739e-06 1.89662e-05 3.83455e-05 2.66726e-05 2.03894e-05
threshold=-0.15026499999999995 -0.092484999999999984 -0.11756999999999999 0.084855000000000014 0.15891500000000003
decision_type=2 2 2 2 2
left_child=-1 2 -2 4 -3
right_child=1 3 -4 -5 -6
leaf_value=0.0085036192924789304 -0.023002107492086699 0.0050840229799583355 0.0042642456581585197 0.016173079347829574 -0.010912827977018716
leaf_weight=0.0010572428928053591 0.0010297092344501374 0.0017532938655094312 0.0010333971684098843 0.0010498995679070378 0.0014604845975577853
leaf_count=363 184 1459 360 364 391
internal_value=0 -0.00147357 -0.00934456 0.00233504 -0.00218566
internal_weight=0 0.00632678 0.00206311 0.00426368 0.00321378
internal_count=3121 2758 544 2214 1850
is_linear=0
shrinkage=0.1


Tree=9784
num_leaves=6
num_cat=0
split_feature=3 52 52 4 0
split_gain=8.67368e-06 1.72471e-05 2.21188e-05 2.91632e-05 3.27217e-05
threshold=0.13524500000000003 0.10611000000000001 -0.069804999999999992 -0.081224999999999978 -0.10607499999999999
decision_type=2 2 2 2 2
left_child=1 2 -1 -4 -5
right_child=-2 -3 3 4 -6
leaf_value=-0.0081186227469255898 0.0082176250024987973 -0.013399520697035714 0.019917380916387759 0.010355216319583535 -0.012772740429814978
leaf_weight=0.0018119848581652099 0.0010845948754682607 0.0010154622255421327 0.0010001709499928369 0.0013237030874309109 0.0011373395552122232
leaf_count=817 192 524 504 214 870
internal_value=0 -0.00146557 0.00083256 0.00551861 -0.000333075
internal_weight=0 0.00628866 0.0052732 0.00346121 0.00246104
internal_count=3121 2929 2405 1588 1084
is_linear=0
shrinkage=0.1


Tree=9785
num_leaves=6
num_cat=0
split_feature=157 0 16 1 0
split_gain=1.23497e-05 2.89245e-05 2.99942e-05 1.72055e-05 4.80502e-05
threshold=-1.0000000180025095e-35 -0.019414999999999998 -0.056919999999999991 0.08844500000000001 -0.15090499999999998
decision_type=2 2 2 2 2
left_child=-1 2 3 -2 -5
right_child=1 -3 -4 4 -6
leaf_value=-0.00020655746831178086 -0.00016560692868179528 0.00024760824325269741 -0.00029438295714262117 -0.00012488709938987514 0.00040545990268745581
leaf_weight=0.0010179751996063306 0.0010746230903552196 0.0016867741643077959 0.0013888694529449611 0.0013729698794635982 0.0012591623962552169
leaf_count=571 920 257 819 142 412
internal_value=0 2.50514e-05 -4.86203e-05 4.34635e-05 0.000128821
internal_weight=0 0.0067824 0.00509562 0.00370676 0.00263213
internal_count=3121 2550 2293 1474 554
is_linear=0
shrinkage=0.00196078


Tree=9786
num_leaves=7
num_cat=0
split_feature=403 160 42 43 1 4
split_gain=2.65374e-05 6.06179e-05 5.3029e-05 6.80191e-05 2.69238e-05 6.19614e-05
threshold=0.03138500000000001 -1.0000000180025095e-35 0.088060000000000013 -1.0000000180025095e-35 0.086560000000000012 0.053180000000000012
decision_type=2 2 2 2 2 2
left_child=1 -1 3 -3 -5 -6
right_child=-2 2 -4 4 5 -7
leaf_value=-0.00039803063977767974 0.00028870316203867069 -0.00049276051184669878 0.00036739446102064413 0.00033494848562170475 -0.00039343676908212946 0.00028142905771058748
leaf_weight=0.0015189896988235269 0.0010135724244361198 0.0010785096150749745 0.0014440999914646178 0.0010456889797532338 0.0010288569081823729 0.0010639463102930331
leaf_count=885 376 754 547 172 244 143
internal_value=0 -5.02236e-05 4.31002e-05 -6.79534e-05 7.8027e-05 -5.03462e-05
internal_weight=0 0.00718009 0.0056611 0.004217 0.00313849 0.0020928
internal_count=3121 2745 1860 1313 559 387
is_linear=0
shrinkage=0.00196078


Tree=9787
num_leaves=5
num_cat=0
split_feature=52 52 0 4
split_gain=9.0344e-06 1.86473e-05 1.94421e-05 2.15315e-05
threshold=-0.081429999999999989 -0.0064899999999999992 -0.14001499999999997 -0.082109999999999975
decision_type=2 2 2 2
left_child=-1 -2 -3 -4
right_child=1 2 3 -5
leaf_value=0.0066604867265973328 -0.014056367748992632 0.010966870449661104 0.0055908142409471602 -0.010343103385322957
leaf_weight=0.0015787759343469628 0.001032509297339358 0.0013425907832963274 0.0015324436441088456 0.0018989691223187815
leaf_count=771 438 234 445 1233
internal_value=0 -0.00187082 0.00076464 -0.00322713
internal_weight=0 0.00580651 0.004774 0.00343141
internal_count=3121 2350 1912 1678
is_linear=0
shrinkage=0.1


Tree=9788
num_leaves=7
num_cat=0
split_feature=457 15 151 4 15 2
split_gain=1.84171e-05 3.09657e-05 3.09187e-05 3.23419e-05 5.05013e-05 6.7999e-05
threshold=0.069910000000000014 0.088655000000000025 -0.0017399999999999998 -0.084369999999999987 -0.036009999999999993 0.10402500000000002
decision_type=2 2 2 2 2 2
left_child=1 2 -1 -4 5 -5
right_child=-2 -3 3 4 -6 -7
leaf_value=-0.00029773538987936797 0.00024358741034620368 -0.00035231615483592466 -0.00012757923106292778 -0.00032247022477696602 0.00055028311974373537 0.00038798931050011709
leaf_weight=0.0010169151315848968 0.0010027419036124181 0.0010426679648150826 0.0018548512661323668 0.0010680075536058347 0.0010474273349199439 0.0010056469929342808
leaf_count=343 267 662 527 630 330 362
internal_value=0 -4.04519e-05 1.3808e-05 7.74771e-05 0.000199342 2.20768e-05
internal_weight=0 0.00703552 0.00599285 0.00497593 0.00312108 0.00207365
internal_count=3121 2854 2192 1849 1322 992
is_linear=0
shrinkage=0.00196078


Tree=9789
num_leaves=7
num_cat=0
split_feature=457 4 0 47 43 43
split_gain=2.38025e-05 2.75084e-05 3.74551e-05 4.82086e-05 4.90152e-05 7.27387e-05
threshold=0.069910000000000014 0.36766000000000004 -0.11756999999999999 0.09550500000000002 -0.083134999999999987 0.016310000000000002
decision_type=2 2 2 2 2 2
left_child=1 2 -1 4 -4 -6
right_child=-2 -3 3 -5 5 -7
leaf_value=-0.00039026113634328343 0.00027446729442588881 0.00022745739792040789 0.00018718197193485735 0.00035582550202682765 -0.00065511743365038999 5.4134113672401692e-05
leaf_weight=0.0013402855608404055 0.0010095304532464428 0.0011644248816459167 0.0012250237968242056 0.0010290466349456178 0.0011142830237114831 0.0011094702633350105
leaf_count=281 267 292 531 234 1169 347
internal_value=0 -4.76427e-05 -0.000102701 -1.66292e-05 -0.000127762 -0.000301259
internal_weight=0 0.00698253 0.00581811 0.00447782 0.00344878 0.00222375
internal_count=3121 2854 2562 2281 2047 1516
is_linear=0
shrinkage=0.00196078


Tree=9790
num_leaves=6
num_cat=0
split_feature=16 52 0 0 2
split_gain=7.86374e-06 2.82558e-05 2.90548e-05 2.6614e-05 3.93031e-05
threshold=0.38525000000000004 0.10160000000000001 -0.077999999999999986 -0.10607499999999999 0.10882500000000002
decision_type=2 2 2 2 2
left_child=1 2 3 4 -1
right_child=-2 -3 -4 -5 -6
leaf_value=0.013461857160950941 0.0081557876060807423 -0.015166465741692252 0.013646000405888706 -0.016097969755964382 -0.011191426203574297
leaf_weight=0.001461155585628998 0.0010083737963281526 0.0012013377144860045 0.0014895037801110904 0.0010807494752843 0.0011600761623956381
leaf_count=274 311 591 575 1197 173
internal_value=0 -0.00134607 0.00185204 -0.00289329 0.00255108
internal_weight=0 0.00639282 0.00519149 0.00370198 0.00262123
internal_count=3121 2810 2219 1644 447
is_linear=0
shrinkage=0.1


Tree=9791
num_leaves=6
num_cat=0
split_feature=4 52 2 15 3
split_gain=9.1584e-06 1.3225e-05 3.10639e-05 2.6266e-05 3.30974e-05
threshold=0.27834500000000006 0.10347000000000002 0.10584500000000001 -0.016799999999999995 -0.078934999999999991
decision_type=2 2 2 2 2
left_child=1 2 3 -1 -5
right_child=-2 -3 -4 4 -6
leaf_value=-0.0091653364440460305 0.0081538450862768588 0.0076251818234744587 -0.018144500643632235 -0.0036819048655744816 0.020939689293138917
leaf_weight=0.0016198168065500204 0.0011499447156888233 0.0012531904490793383 0.0011670657613990281 0.0011898132204209615 0.0010089128723094107
leaf_count=725 340 519 377 918 242
internal_value=0 -0.0015581 -0.00386642 0.000497409 0.00761602
internal_weight=0 0.0062388 0.00498561 0.00381854 0.00219873
internal_count=3121 2781 2262 1885 1160
is_linear=0
shrinkage=0.1


Tree=9792
num_leaves=5
num_cat=0
split_feature=42 43 16 1
split_gain=8.59786e-06 1.51477e-05 2.53652e-05 2.03477e-05
threshold=-1.0000000180025095e-35 -0.052894999999999991 0.064860000000000015 0.10439500000000002
decision_type=2 2 2 2
left_child=-1 -2 3 -3
right_child=1 2 -4 -5
leaf_value=-0.0076645809031418953 0.0094778793654178104 -0.0043659906337471547 -0.015333231471329107 0.011193050470667357
leaf_weight=0.0012325004804844717 0.0017115295343084168 0.001886251198367603 0.001031636610175999 0.0015161103939768175
leaf_count=862 1041 704 225 289
internal_value=0 0.00148692 -0.00159761 0.0025672
internal_weight=0 0.00614553 0.004434 0.00340236
internal_count=3121 2259 1218 993
is_linear=0
shrinkage=0.1


Tree=9793
num_leaves=6
num_cat=0
split_feature=457 15 52 52 2
split_gain=1.9346e-05 2.64387e-05 2.51946e-05 3.52348e-05 4.26696e-05
threshold=0.032140000000000009 1.0000000180025095e-35 -0.049749999999999996 0.10347000000000002 0.10613000000000002
decision_type=2 2 2 2 2
left_child=1 2 -1 4 -4
right_child=-2 -3 3 -5 -6
leaf_value=0.00024544965100225765 0.0002433925216142871 -0.00025271513709367597 2.0954279908492045e-05 0.0002162790208374036 -0.00050205264031138563
leaf_weight=0.001439379271120143 0.00102073354253764 0.0017659725403174082 0.001459775682333104 0.0011925942009867428 0.0010179646094342024
leaf_count=673 296 1167 497 304 184
internal_value=0 -4.58926e-05 2.55875e-05 -6.06348e-05 -0.00019392
internal_weight=0 0.00687569 0.00510971 0.00367033 0.00247774
internal_count=3121 2825 1658 985 681
is_linear=0
shrinkage=0.00196078


Tree=9794
num_leaves=6
num_cat=0
split_feature=3 15 52 2 15
split_gain=8.75346e-06 1.50307e-05 2.7541e-05 2.88462e-05 6.15685e-05
threshold=0.13524500000000003 -0.11713499999999999 -0.088204999999999992 0.09678500000000001 -0.031204999999999997
decision_type=2 2 2 2 2
left_child=1 -1 -3 4 -4
right_child=-2 2 3 -5 -6
leaf_value=-0.012479990968980878 0.0082519871312339687 -0.012792091699553511 0.028342052315566191 -0.0082223833639102212 -0.0017286529991723109
leaf_weight=0.0010366018617196269 0.0010847470633924116 0.0011756477442220244 0.0011221170781944036 0.0012302885532891224 0.0017315646931266436
leaf_count=397 192 593 358 414 1167
internal_value=0 -0.00147419 0.000694904 0.00457739 0.0100957
internal_weight=0 0.00629622 0.00525962 0.00408397 0.00285368
internal_count=3121 2929 2532 1939 1525
is_linear=0
shrinkage=0.1


Tree=9795
num_leaves=7
num_cat=0
split_feature=15 42 133 3 0 49
split_gain=1.61918e-05 3.19349e-05 2.28791e-05 3.95001e-05 4.33273e-05 3.23826e-05
threshold=-0.15026499999999995 0.092620000000000022 0.083950000000000011 -0.10023499999999998 -0.084144999999999984 -0.006494999999999999
decision_type=2 2 2 2 2 2
left_child=-1 2 3 -2 5 -5
right_child=1 -3 -4 4 -6 -7
leaf_value=0.00021258805434235949 0.0002973086220147859 -0.00035351605698690538 0.00025576956779716761 -0.00022544877671309553 -0.00045551360104351433 0.00023548460649956937
leaf_weight=0.0011581759349789042 0.0010031669392984491 0.0010450368763909494 0.0012334128009077851 0.0011525605219043597 0.0011517099490766236 0.0011920909469855464
leaf_count=363 260 536 662 194 597 509
internal_value=0 -3.82801e-05 1.91831e-05 -4.567e-05 -0.000144077 8.90354e-06
internal_weight=0 0.00677798 0.00573294 0.00449953 0.00349636 0.00234465
internal_count=3121 2758 2222 1560 1300 703
is_linear=0
shrinkage=0.00196078


Tree=9796
num_leaves=5
num_cat=0
split_feature=52 52 0 3
split_gain=9.32848e-06 1.68665e-05 1.55594e-05 2.03555e-05
threshold=-0.081429999999999989 -0.0064899999999999992 -0.14001499999999997 -0.074939999999999993
decision_type=2 2 2 2
left_child=-1 -2 -3 -4
right_child=1 2 3 -5
leaf_value=0.0067761128453041348 -0.013470685086734841 0.0097319147528312291 0.0038738617585701743 -0.011666545180116917
leaf_weight=0.0015784206689465939 0.0010342244257411483 0.0013445320785937858 0.0019153022299809256 0.0015052998107277305
leaf_count=771 438 234 1169 509
internal_value=0 -0.00189484 0.000617577 -0.00296498
internal_weight=0 0.00579936 0.00476513 0.0034206
internal_count=3121 2350 1912 1678
is_linear=0
shrinkage=0.1


Tree=9797
num_leaves=6
num_cat=0
split_feature=2 43 0 13 15
split_gain=9.07081e-06 2.18232e-05 2.29032e-05 1.98669e-05 3.9971e-06
threshold=0.098260000000000014 -0.074359999999999996 -0.10011499999999998 -0.08971999999999998 -0.069954999999999989
decision_type=2 2 2 2 2
left_child=1 -1 -3 -2 -5
right_child=3 2 -4 4 -6
leaf_value=0.005619714748155754 0.014431320762561936 -0.00089337295429222469 -0.020399856303108286 0.0025024328432037115 -0.0063302500732172213
leaf_weight=0.0016957759489781604 0.0011579568237573556 0.0014282096550298576 0.0010403968603512365 0.0010153058998812637 0.0010342340098290369
leaf_count=923 206 237 1022 342 391
internal_value=0 -0.00311453 -0.0091144 0.00396091 -0.00195469
internal_weight=0 0.00416438 0.00246861 0.0032075 0.00204954
internal_count=3121 2182 1259 939 733
is_linear=0
shrinkage=0.1


Tree=9798
num_leaves=5
num_cat=0
split_feature=0 151 2 4
split_gain=9.03413e-06 2.07574e-05 5.16564e-05 2.04597e-05
threshold=-0.060129999999999996 -0.0083949999999999979 0.092235000000000025 -0.35136499999999998
decision_type=2 2 2 2
left_child=1 -1 -3 -2
right_child=3 2 -4 -5
leaf_value=-0.013610262152087695 -0.0042482700839199042 -0.0099597915085310827 0.013733653026100063 0.014132558668849049
leaf_weight=0.0012521403971735767 0.0012074877073613855 0.0019379290059108303 0.0017521070109670904 0.0012148363310632026
leaf_count=487 227 1372 689 346
internal_value=0 -0.00248484 0.00129036 0.00497003
internal_weight=0 0.00494218 0.00369004 0.00242232
internal_count=3121 2548 2061 573
is_linear=0
shrinkage=0.1


Tree=9799
num_leaves=5
num_cat=0
split_feature=0 1 47 16
split_gain=8.22238e-06 2.04052e-05 2.48925e-05 1.74085e-05
threshold=0.041630000000000007 0.077565000000000009 1.0000000180025095e-35 -0.008904999999999998
decision_type=2 2 2 2
left_child=1 -1 3 -3
right_child=-2 2 -4 -5
leaf_value=-0.013095639140610058 0.0070385068777566902 0.001457142840273146 -0.0078305613165601789 0.017616622246203677
leaf_weight=0.0012303602352921389 0.0013449671634913852 0.0019361415345281097 0.0018265933291300739 0.0010167571574676646
leaf_count=1554 252 681 341 293
internal_value=0 -0.00161111 0.00134529 0.00702126
internal_weight=0 0.00600985 0.00477949 0.0029529
internal_count=3121 2869 1315 974
is_linear=0
shrinkage=0.1


Tree=9800
num_leaves=6
num_cat=0
split_feature=157 42 0 1 2
split_gain=1.57028e-05 2.73261e-05 4.15692e-05 3.4725e-05 5.06624e-05
threshold=-1.0000000180025095e-35 0.092620000000000022 -0.019414999999999998 0.11212500000000002 0.089775000000000008
decision_type=2 2 2 2 2
left_child=-1 2 3 4 -2
right_child=1 -3 -4 -5 -6
leaf_value=-0.00023356621185513364 -0.00016975631523873344 -0.00024959176884439154 0.00038110290360367379 -0.0002979996472473419 0.0003344180990706562
leaf_weight=0.0010064454987906883 0.0014408005514557776 0.0011278798387669648 0.0013754197148615659 0.0011737987764055668 0.001636771896156357
leaf_count=571 998 579 198 216 559
internal_value=0 2.89661e-05 8.48025e-05 -1.10577e-05 9.83831e-05
internal_weight=0 0.00675467 0.00562679 0.00425137 0.00307757
internal_count=3121 2550 1971 1773 1557
is_linear=0
shrinkage=0.00196078


Tree=9801
num_leaves=6
num_cat=0
split_feature=133 160 42 43 48
split_gain=8.60333e-06 8.54689e-05 3.86686e-05 3.75864e-05 4.04936e-05
threshold=-0.032969999999999992 -1.0000000180025095e-35 0.088060000000000013 -0.014584999999999999 0.085845000000000019
decision_type=2 2 2 2 2
left_child=-1 -2 3 -3 -5
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leaf_value=0.0082015132244684635 -0.024479116323089165 -0.017108509639294844 0.020075159032315298 0.015869357026490543 -0.0085162586985118235
leaf_weight=0.0010827461866538936 0.0012822771891383006 0.0010018537349629755 0.001204106081144767 0.0015980040495861875 0.0011866024298317201
leaf_count=649 830 577 515 413 137
internal_value=0 -0.00145113 0.00446568 -0.000498181 0.00547793
internal_weight=0 0.00627284 0.00499057 0.00378646 0.00278461
internal_count=3121 2472 1642 1127 550
is_linear=0
shrinkage=0.1


Tree=9802
num_leaves=6
num_cat=0
split_feature=42 43 16 49 1
split_gain=9.48588e-06 1.91454e-05 2.23911e-05 1.91635e-05 2.50493e-05
threshold=0.092620000000000022 0.07827000000000002 0.071345000000000006 -0.006494999999999999 0.10538500000000002
decision_type=2 2 2 2 2
left_child=1 2 3 -1 -5
right_child=-2 -3 -4 4 -6
leaf_value=-0.0071517476589915002 -0.008495977861444768 0.014028841048849428 -0.013611729269588452 -0.0010607280996513353 0.018330900332632721
leaf_weight=0.0013791566347763039 0.0011207187744222786 0.0010194743752896494 0.0011020367351285039 0.0015405516677508813 0.0011736231223349598
leaf_count=438 630 250 402 1186 215
internal_value=0 0.00149923 -0.000959421 0.00244693 0.00732431
internal_weight=0 0.00621484 0.00519537 0.00409333 0.00271417
internal_count=3121 2491 2241 1839 1401
is_linear=0
shrinkage=0.1


Tree=9803
num_leaves=6
num_cat=0
split_feature=52 15 2 12 4
split_gain=8.62526e-06 2.78568e-05 3.81762e-05 3.73334e-05 2.76845e-05
threshold=-0.046924999999999988 -0.11713499999999999 0.10613000000000002 0.088245000000000004 0.0052350000000000009
decision_type=2 2 2 2 2
left_child=4 -2 3 -3 -1
right_child=1 2 -4 -5 -6
leaf_value=-0.0052267732257794547 -0.016445207134501063 -0.00450004715821595 -0.014787552644654138 0.018017731250616592 0.017127568205645982
leaf_weight=0.0011914594761826575 0.0010926925976122645 0.0013940446002758391 0.0010523638836745664 0.0015604744719716459 0.001035478519963822
leaf_count=726 367 763 249 789 227
internal_value=0 -0.00229205 0.00156757 0.00739306 0.00516752
internal_weight=0 0.00509958 0.00400688 0.00295452 0.00222694
internal_count=3121 2168 1801 1552 953
is_linear=0
shrinkage=0.1


Tree=9804
num_leaves=6
num_cat=0
split_feature=42 133 47 160 0
split_gain=7.60007e-06 1.82555e-05 2.43365e-05 4.84225e-05 3.79412e-05
threshold=0.092620000000000022 0.083950000000000011 0.09550500000000002 -0.063384999999999983 -0.084144999999999984
decision_type=2 2 2 2 2
left_child=1 2 3 -1 -5
right_child=-2 -3 -4 4 -6
leaf_value=0.01371825113001366 -0.0076113889893041492 0.012660501703569549 0.011226697997063195 -0.0029148159337431413 -0.026839752323106616
leaf_weight=0.0010063852427946007 0.0011177713450262229 0.001159433440386882 0.001191964753634674 0.0017824148652142015 0.0010552770640090948
leaf_count=385 630 709 192 582 623
internal_value=0 0.00134742 -0.00125716 -0.00512813 -0.011812
internal_weight=0 0.00619548 0.00503604 0.00384408 0.00283769
internal_count=3121 2491 1782 1590 1205
is_linear=0
shrinkage=0.1


Tree=9805
num_leaves=6
num_cat=0
split_feature=457 2 52 1 4
split_gain=2.34479e-05 2.51268e-05 3.60844e-05 2.98642e-05 1.64178e-05
threshold=0.032140000000000009 0.11293500000000002 0.090245000000000006 0.088485000000000022 0.098655000000000007
decision_type=2 2 2 2 2
left_child=1 2 3 -1 -5
right_child=-2 -3 -4 4 -6
leaf_value=0.00020095214120285465 0.00027446329127449863 0.00015374728127200344 -0.00037818339470793608 -0.00032906107889966253 1.858496795854607e-05
leaf_weight=0.0014903347099411617 0.0010101991706451098 0.0017918020616111748 0.0014454588418842777 0.0010884372019715456 0.0010040700155443854
leaf_count=1125 296 481 604 476 139
internal_value=0 -4.56268e-05 -0.000116672 -1.11687e-05 -0.000162246
internal_weight=0 0.0068201 0.0050283 0.00358284 0.00209251
internal_count=3121 2825 2344 1740 615
is_linear=0
shrinkage=0.00196078


Tree=9806
num_leaves=6
num_cat=0
split_feature=457 1 4 52 4
split_gain=1.42831e-05 2.46892e-05 3.02225e-05 2.81446e-05 2.6429e-05
threshold=0.032140000000000009 0.11588000000000001 -0.076229999999999978 0.090245000000000006 0.053180000000000012
decision_type=2 2 2 2 2
left_child=1 2 3 -1 -4
right_child=-2 -3 4 -5 -6
leaf_value=0.00025048167535879134 0.00021502568557278445 0.00018543339687495785 -0.00047939698263749269 -0.00017656506089202829 -8.8473372856337281e-05
leaf_weight=0.0013493177068292872 0.0010103272239500149 0.0015157562734978598 0.0010687143313845556 0.0010590297177091189 0.0017596887585369645
leaf_count=799 296 382 1030 225 389
internal_value=0 -3.49441e-05 -9.87315e-05 6.26952e-05 -0.000236184
internal_weight=0 0.00675251 0.00523675 0.00240835 0.0028284
internal_count=3121 2825 2443 1024 1419
is_linear=0
shrinkage=0.00196078


Tree=9807
num_leaves=7
num_cat=0
split_feature=457 1 4 3 2 4
split_gain=4.12144e-05 3.3368e-05 4.1938e-05 2.41583e-05 1.08468e-05 9.31147e-06
threshold=0.069910000000000014 0.111945 -0.0029599999999999995 -0.042499999999999989 0.092235000000000025 0.19806500000000002
decision_type=2 2 2 2 2 2
left_child=1 2 3 -1 -4 -3
right_child=-2 5 4 -5 -6 -7
leaf_value=-0.00012996970344154196 0.00036139331211929964 2.3772636587637959e-05 -0.00050236017432604241 0.00023415427162000514 -0.0002160797752440109 0.00029087566258633677
leaf_weight=0.0018768844116427211 0.0010423666969877178 0.0010032781238772696 0.0010149767418724206 0.0011177025401819826 0.0010203825018625357 0.0010038732053736265
leaf_count=1582 267 186 290 182 345 269
internal_value=0 -5.63781e-05 -0.00014167 5.93628e-06 -0.00035884 0.000157364
internal_weight=0 0.0070371 0.00502995 0.00299459 0.00203536 0.00200715
internal_count=3121 2854 2399 1764 635 455
is_linear=0
shrinkage=0.00196078


Tree=9808
num_leaves=7
num_cat=0
split_feature=457 15 43 52 2 3
split_gain=3.10858e-05 3.23521e-05 3.28191e-05 2.98528e-05 3.61241e-05 1.67801e-05
threshold=0.069910000000000014 0.088655000000000025 -0.04890499999999999 0.077655000000000016 0.10467500000000002 -0.084074999999999997
decision_type=2 2 2 2 2 2
left_child=1 2 5 4 -4 -1
right_child=-2 -3 3 -5 -6 -7
leaf_value=2.6548499799992941e-05 0.00031954117401131535 -0.00037326747713489495 -0.00044928747428895607 0.00014359346100389092 1.6417843604564248e-05 0.00037700954906363016
leaf_weight=0.0010474964151428222 0.0010010814170058639 0.0010163656715353551 0.0013255669942924524 0.001266891576829127 0.0012388618089416671 0.0010535613367636592
leaf_count=461 267 662 409 410 279 633
internal_value=0 -5.00332e-05 5.34495e-06 -0.000102655 -0.000224308 0.000202285
internal_weight=0 0.00694874 0.00593238 0.00383132 0.00256443 0.00210106
internal_count=3121 2854 2192 1098 688 1094
is_linear=0
shrinkage=0.00196078


Tree=9809
num_leaves=6
num_cat=0
split_feature=0 4 150 15 16
split_gain=7.50974e-06 1.95662e-05 1.92135e-05 2.66148e-05 9.40093e-06
threshold=-0.060129999999999996 -0.35136499999999998 0.081835000000000019 -0.0088349999999999974 -0.15241499999999997
decision_type=2 2 2 2 2
left_child=2 -2 3 4 -1
right_child=1 -3 -4 -5 -6
leaf_value=-0.0064263606155822179 -0.0045045701738823203 0.013515704401588953 0.0091499730671896241 0.0038976279718857748 -0.019644085520242952
leaf_weight=0.0010825018274888743 0.0011998481508614506 0.0012103509765046046 0.0011351062719320336 0.0016452449168112911 0.0010699436294175991
leaf_count=221 227 346 347 1180 800
internal_value=0 0.00454483 -0.00226562 -0.00567768 -0.0129967
internal_weight=0 0.0024102 0.0049328 0.00379769 0.00215245
internal_count=3121 573 2548 2201 1021
is_linear=0
shrinkage=0.1


Tree=9810
num_leaves=5
num_cat=0
split_feature=51 1 48 4
split_gain=7.73363e-06 1.52026e-05 3.15786e-05 4.50004e-05
threshold=-0.076794999999999988 0.10937500000000001 0.082620000000000013 -0.076229999999999978
decision_type=2 2 2 2
left_child=-1 2 3 -2
right_child=1 -3 -4 -5
leaf_value=-0.0075487049858545254 0.003543066430944096 0.0097441221791950867 0.011957896764101786 -0.019932467134555504
leaf_weight=0.0011523594728469 0.0018775372141694674 0.0016063161362432788 0.0012539690670919463 0.0014449952750996834
leaf_count=537 874 454 394 862
internal_value=0 0.00137427 -0.00156348 -0.00666663
internal_weight=0 0.00618282 0.0045765 0.00332253
internal_count=3121 2584 2130 1736
is_linear=0
shrinkage=0.1


Tree=9811
num_leaves=7
num_cat=0
split_feature=42 43 16 1 2 2
split_gain=7.02436e-06 1.60508e-05 1.91829e-05 1.8951e-05 3.01569e-05 9.76551e-06
threshold=0.092620000000000022 0.07827000000000002 0.071345000000000006 0.094090000000000021 0.11215000000000001 0.086590000000000014
decision_type=2 2 2 2 2 2
left_child=1 2 3 5 -5 -1
right_child=-2 -3 -4 4 -6 -7
leaf_value=0.0022269061437563231 -0.0073143618856070991 0.012764634979194889 -0.012691419780177427 0.02051287414927664 -0.0035972909532024731 -0.011714109735222196
leaf_weight=0.0010064129741752267 0.0011199857058029998 0.0010189118324459264 0.0010991945747444382 0.0010758226156058575 0.0010019422207919509 0.001003452811644391
leaf_count=707 630 250 402 266 203 663
internal_value=0 0.00129014 -0.000963937 0.00218967 0.00888644 -0.00473334
internal_weight=0 0.00620574 0.00518683 0.00408763 0.00207776 0.00200987
internal_count=3121 2491 2241 1839 469 1370
is_linear=0
shrinkage=0.1


Tree=9812
num_leaves=6
num_cat=0
split_feature=457 52 0 4 13
split_gain=1.82281e-05 3.06142e-05 3.64029e-05 4.11052e-05 2.54116e-05
threshold=0.032140000000000009 0.11434500000000002 -0.077999999999999986 -0.35136499999999998 -0.012549999999999997
decision_type=2 2 2 2 2
left_child=1 2 4 -4 -1
right_child=-2 -3 3 -5 -6
leaf_value=5.7510493902183478e-05 0.00023955688506167381 -0.00034147208330784397 -0.00010295927598784545 0.00040170785372997014 -0.00029453722815973274
leaf_weight=0.0015149333334493165 0.0010082351455365426 0.0011061185593278884 0.001071067359509002 0.0014750628013512179 0.0016434733632798195
leaf_count=964 296 489 185 632 555
internal_value=0 -4.29298e-05 1.4958e-05 0.000189412 -0.000125677
internal_weight=0 0.00681066 0.00570454 0.00254613 0.00315841
internal_count=3121 2825 2336 817 1519
is_linear=0
shrinkage=0.00196078


Tree=9813
num_leaves=5
num_cat=0
split_feature=52 42 2 0
split_gain=7.04042e-06 1.3555e-05 2.29751e-05 5.03157e-05
threshold=-0.081429999999999989 0.08623500000000002 0.10613000000000002 -0.078244999999999995
decision_type=2 2 2 2
left_child=-1 2 3 -2
right_child=1 -3 -4 -5
leaf_value=0.0059167467726567568 -0.0099268027665145621 0.006269280365681142 -0.014046088774315617 0.018672835246414329
leaf_weight=0.0015662359919726889 0.001580681625539696 0.0015730658530153374 0.0015981605458367408 0.001007073649041762
leaf_count=771 891 954 300 205
internal_value=0 -0.00164475 -0.00461885 0.00120328
internal_weight=0 0.00575898 0.00418592 0.00258776
internal_count=3121 2350 1396 1096
is_linear=0
shrinkage=0.1


Tree=9814
num_leaves=6
num_cat=0
split_feature=457 15 2 52 3
split_gain=2.27897e-05 2.35938e-05 2.16738e-05 2.61508e-05 2.52466e-05
threshold=0.032140000000000009 1.0000000180025095e-35 0.10912000000000001 1.0000000180025095e-35 -1.0000000180025095e-35
decision_type=2 2 2 2 2
left_child=1 2 3 4 -1
right_child=-2 -3 -4 -5 -6
leaf_value=-0.00015690459213339876 0.00026744950176029597 -0.00024118236909244302 0.00019973009670179432 -0.0002986638004168179 0.00027236699479837282
leaf_weight=0.0010334958903686965 0.0010277309039873348 0.0017619799297841059 0.0017377297432217857 0.0012217431478495867 0.0010742651616367058
leaf_count=683 296 1167 463 372 140
internal_value=0 -4.57356e-05 2.22253e-05 -7.04178e-05 6.18828e-05
internal_weight=0 0.00682921 0.00506723 0.0033295 0.00210776
internal_count=3121 2825 1658 1195 823
is_linear=0
shrinkage=0.00196078


Tree=9815
num_leaves=5
num_cat=0
split_feature=457 2 0 3
split_gain=2.37122e-05 2.88844e-05 3.62656e-05 4.63355e-05
threshold=0.032140000000000009 0.11293500000000002 -0.10224499999999999 -0.078934999999999991
decision_type=2 2 2 2
left_child=1 2 -1 -4
right_child=-2 -3 3 -5
leaf_value=-0.0003717293037822492 0.00027468503250590513 0.00016927444804775679 -0.00025787599531361215 0.00019707334751306853
leaf_weight=0.0015466716003681037 0.001019513414014025 0.0017706303823962757 0.0015841662456007911 0.0018846197343540642
leaf_count=338 296 481 1362 644
internal_value=0 -4.60252e-05 -0.000122033 -1.06983e-05
internal_weight=0 0.00678609 0.00501546 0.00346879
internal_count=3121 2825 2344 2006
is_linear=0
shrinkage=0.00196078


Tree=9816
num_leaves=6
num_cat=0
split_feature=42 49 42 4 12
split_gain=8.05476e-06 1.22728e-05 2.70631e-05 2.70903e-05 2.05799e-05
threshold=-1.0000000180025095e-35 -0.026779999999999995 0.088915000000000008 0.056795000000000005 0.085885000000000017
decision_type=2 2 2 2 2
left_child=-1 -2 3 4 -3
right_child=1 2 -4 -5 -6
leaf_value=-0.0074363672325059998 0.0090803912966172014 0.018512700208535283 -0.014307184128274945 -0.009106150916436493 -0.00080977485355533327
leaf_weight=0.0012239359383824705 0.0015676863656319583 0.0012217839906955314 0.0011672146888151236 0.0011499803928181232 0.0010043015354470326
leaf_count=862 406 534 801 214 304
internal_value=0 0.00145133 -0.00118113 0.00335697 0.00979534
internal_weight=0 0.00611097 0.00454328 0.00337607 0.00222609
internal_count=3121 2259 1853 1052 838
is_linear=0
shrinkage=0.1


Tree=9817
num_leaves=6
num_cat=0
split_feature=15 0 0 0 4
split_gain=9.25851e-06 1.98622e-05 2.41283e-05 2.33465e-05 1.82806e-05
threshold=-0.15026499999999995 -0.14920999999999998 -0.10011499999999998 -0.061629999999999997 -0.35136499999999998
decision_type=2 2 2 2 2
left_child=-1 -2 -3 -4 -5
right_child=1 2 3 4 -6
leaf_value=0.0086929604460009944 -0.012179538941357584 0.013433439621476126 -0.013006754814001041 -0.0050596989863271827 0.012764424101184946
leaf_weight=0.0010438167789782226 0.0013590012602323733 0.0012568781747092205 0.0013611522067924833 0.0011967788620844072 0.0011082447573132412
leaf_count=363 190 307 1777 227 257
internal_value=0 -0.00147742 0.00147689 -0.00262219 0.00351006
internal_weight=0 0.00628206 0.00492305 0.00366618 0.00230502
internal_count=3121 2758 2568 2261 484
is_linear=0
shrinkage=0.1


Tree=9818
num_leaves=6
num_cat=0
split_feature=2 12 3 3 16
split_gain=8.57298e-06 2.13768e-05 3.8037e-05 2.12821e-05 1.33122e-05
threshold=0.088225000000000012 0.092355000000000007 0.0068900000000000012 -0.078934999999999991 -0.08947999999999999
decision_type=2 2 2 2 2
left_child=3 2 -2 -1 -4
right_child=1 -3 4 -5 -6
leaf_value=-0.01566958591528916 0.017590967158119121 -0.0097254324153125439 0.0052033416522343648 0.0028461655183535614 -0.011026878093093702
leaf_weight=0.0010451347196753305 0.0016219355122464737 0.0010994082199842514 0.0010037473816982695 0.0015288488917121841 0.0010177841719123662
leaf_count=1038 668 619 129 477 190
internal_value=0 0.00249618 0.00618402 -0.00467193 -0.00296812
internal_weight=0 0.00474288 0.00364347 0.00257398 0.00202153
internal_count=3121 1606 987 1515 319
is_linear=0
shrinkage=0.1


Tree=9819
num_leaves=6
num_cat=0
split_feature=2 13 0 3 12
split_gain=8.35055e-06 2.05435e-05 1.71453e-05 2.39948e-05 1.02766e-05
threshold=0.10005000000000001 -0.08971999999999998 -0.084269999999999984 -1.0000000180025095e-35 0.089795000000000014
decision_type=2 2 2 2 2
left_child=2 -2 3 -1 -4
right_child=1 -3 4 -5 -6
leaf_value=-0.020277912099875617 0.014994314737522644 -0.0020892108595798819 0.010443780771469468 0.00096604525925763924 -0.0035714160739967631
leaf_weight=0.0010221188100123183 0.0010871672919104246 0.0019967749938041733 0.0010584819735949273 0.0011080497458494003 0.0010345212425813626
leaf_count=937 198 701 547 154 584
internal_value=0 0.00393316 -0.00291159 -0.00922744 0.00351641
internal_weight=0 0.00308394 0.00422317 0.00213017 0.002093
internal_count=3121 899 2222 1091 1131
is_linear=0
shrinkage=0.1


Tree=9820
num_leaves=7
num_cat=0
split_feature=457 42 15 16 1 2
split_gain=2.28877e-05 2.78811e-05 3.17249e-05 6.4514e-05 2.7685e-05 1.32071e-05
threshold=0.045365000000000009 -0.084624999999999992 -0.15026499999999995 -0.18708499999999997 0.088485000000000022 0.092365000000000017
decision_type=2 2 2 2 2 2
left_child=1 -1 -3 -4 5 -5
right_child=-2 2 3 4 -6 -7
leaf_value=0.00024416193243573118 0.00026493594924735552 0.00020154199901700206 -0.00058300692378982443 0.00025575824906874059 -0.0002475038019815609 -5.1994117127065673e-05
leaf_weight=0.0010396971853247495 0.0010044805019473347 0.0010677898301960009 0.0011251492612517006 0.0010411737434562244 0.0015360943885896145 0.0011052375232004984
leaf_count=422 289 319 196 828 620 447
internal_value=0 -5.18105e-05 -0.000104185 -0.000172087 -4.65352e-05 9.72893e-05
internal_weight=0 0.00691514 0.00587544 0.00480765 0.00368251 0.00214641
internal_count=3121 2832 2410 2091 1895 1275
is_linear=0
shrinkage=0.00196078


Tree=9821
num_leaves=6
num_cat=0
split_feature=2 52 52 43 0
split_gain=9.38753e-06 2.20717e-05 1.98582e-05 1.76252e-05 2.02158e-05
threshold=0.099185000000000009 -0.013374999999999998 0.10024500000000001 -0.074359999999999996 -0.10011499999999998
decision_type=2 2 2 2 2
left_child=3 -2 -3 -1 -5
right_child=1 2 -4 4 -6
leaf_value=8.6297279062005821e-05 0.00031713894339561061 -0.00020763334580696117 0.00015831937996856475 -1.8421093761585713e-05 -0.00036832002606060045
leaf_weight=0.0017865271647917913 0.0010046203989253037 0.0011852427706290263 0.0010984516288099011 0.0014983311803187312 0.0011015757832259871
leaf_count=936 417 283 219 239 1027
internal_value=0 7.49364e-05 -3.16109e-05 -6.36419e-05 -0.000166673
internal_weight=0 0.00328831 0.00228369 0.00438643 0.00259991
internal_count=3121 919 502 2202 1266
is_linear=0
shrinkage=0.00196078


Tree=9822
num_leaves=6
num_cat=0
split_feature=457 2 52 16 0
split_gain=1.29865e-05 2.46255e-05 3.89739e-05 3.38476e-05 3.11017e-05
threshold=0.032140000000000009 0.11293500000000002 0.090245000000000006 -0.056919999999999991 -0.10224499999999999
decision_type=2 2 2 2 2
left_child=1 2 3 4 -1
right_child=-2 -3 -4 -5 -6
leaf_value=-6.6058400773478637e-05 0.00020284797477183706 0.0001642240028556687 -0.00037355529590843764 -0.00021775608674795029 0.00041044535922470251
leaf_weight=0.0010800366283205717 0.0010224370471083556 0.0017840484623036449 0.0014636238715123743 0.0015175148105069083 0.0010278072104411974
leaf_count=171 296 481 604 827 742
internal_value=0 -3.40018e-05 -0.000103494 5.53466e-06 0.00016629
internal_weight=0 0.00687303 0.00508898 0.00362536 0.00210784
internal_count=3121 2825 2344 1740 913
is_linear=0
shrinkage=0.00196078


Tree=9823
num_leaves=6
num_cat=0
split_feature=457 2 52 0 4
split_gain=2.42988e-05 2.31917e-05 5.18023e-05 4.41165e-05 4.22425e-05
threshold=0.069910000000000014 0.11293500000000002 0.10160000000000001 -0.11756999999999999 0.053180000000000012
decision_type=2 2 2 2 2
left_child=1 2 3 -1 -5
right_child=-2 -3 -4 4 -6
leaf_value=-0.00034933324439749851 0.00027141885604013179 0.00013990512811897255 -0.00051124639722489168 -7.5088540878189483e-05 0.00039690221579906506
leaf_weight=0.0011428026209438541 0.0010451958860724156 0.0018552123348186027 0.0010225532863822901 0.0019535879263688021 0.0011630397220805657
leaf_count=204 267 482 472 1452 244
internal_value=0 -4.86915e-05 -0.000114933 -1.97909e-05 0.000101045
internal_weight=0 0.0071372 0.00528198 0.00425943 0.00311663
internal_count=3121 2854 2372 1900 1696
is_linear=0
shrinkage=0.00196078


Tree=9824
num_leaves=5
num_cat=0
split_feature=4 151 0 0
split_gain=7.93661e-06 1.67666e-05 4.2251e-05 3.99459e-05
threshold=0.24564500000000003 -0.0071249999999999985 -0.10224499999999999 -0.053834999999999994
decision_type=2 2 2 2
left_child=1 -1 -3 -4
right_child=-2 2 3 -5
leaf_value=0.0097219076617208466 0.0060878725833990845 -0.021367423832798021 0.01279016072400041 -0.0085311666028104818
leaf_weight=0.0010331597224346864 0.0016401114939900065 0.0011122642291301272 0.0015840356029461081 0.001973406811697386
leaf_count=463 426 262 1595 375
internal_value=0 -0.00180564 -0.00435608 0.00096266
internal_weight=0 0.00570287 0.00466971 0.00355744
internal_count=3121 2695 2232 1970
is_linear=0
shrinkage=0.1


Tree=9825
num_leaves=7
num_cat=0
split_feature=15 457 0 13 16 4
split_gain=2.71805e-05 2.79171e-05 3.94834e-05 2.40762e-05 4.88835e-05 2.0777e-05
threshold=-0.15914499999999995 0.069910000000000014 -0.11756999999999999 0.11596500000000001 0.15891500000000003 -0.076229999999999978
decision_type=2 2 2 2 2 2
left_child=-1 2 -2 4 5 -4
right_child=1 -3 3 -5 -6 -7
leaf_value=0.00028072913882140859 -0.0003873645552632565 0.00025333343655864531 0.00022846881188528086 0.0002430965275598933 -0.00044937281734016389 -0.00013708287326613203
leaf_weight=0.0011239064462671196 0.0013980531329764144 0.0010101151018393284 0.0013096680741223107 0.0010928395040593476 0.0010263976184030064 0.0010997610073926042
leaf_count=351 267 256 777 141 391 938
internal_value=0 -4.79715e-05 -9.93241e-05 -1.04026e-05 -9.10335e-05 6.16162e-05
internal_weight=0 0.00693683 0.00592672 0.00452867 0.00343583 0.00240943
internal_count=3121 2770 2514 2247 2106 1715
is_linear=0
shrinkage=0.00196078


Tree=9826
num_leaves=5
num_cat=0
split_feature=2 43 0 4
split_gain=7.78395e-06 1.69544e-05 1.99956e-05 1.54061e-05
threshold=0.099185000000000009 -0.074359999999999996 -0.10011499999999998 0.033845000000000007
decision_type=2 2 2 2
left_child=1 -1 -3 -2
right_child=3 2 -4 -5
leaf_value=0.0048266837720831318 0.010980966176359757 -0.00044970097758891643 -0.018568266899971996 -0.0030307975203602167
leaf_weight=0.0017067036425394613 0.0015152849467680743 0.0014413793043702809 0.0010548556931706309 0.0016275534515144206
leaf_count=936 477 239 1027 442
internal_value=0 -0.00285451 -0.00810622 0.00372482
internal_weight=0 0.00420294 0.00249623 0.00314284
internal_count=3121 2202 1266 919
is_linear=0
shrinkage=0.1


Tree=9827
num_leaves=5
num_cat=0
split_feature=15 16 0 52
split_gain=7.8503e-06 1.99575e-05 3.47232e-05 3.22752e-05
threshold=-0.15026499999999995 -0.27167499999999994 -0.10607499999999999 0.083680000000000018
decision_type=2 2 2 2
left_child=-1 -2 -3 -4
right_child=1 2 3 -5
leaf_value=0.0079996782263116063 -0.013225451206002409 0.01403654787806605 -0.012688437907783155 0.0062426706824769288
leaf_weight=0.0010429989267946218 0.0011581767538645042 0.0015120444976190724 0.0019626566035036894 0.0016641864302806967
leaf_count=363 239 265 1444 810
internal_value=0 -0.00136692 0.00130569 -0.00400185
internal_weight=0 0.00629706 0.00513889 0.00362684
internal_count=3121 2758 2519 2254
is_linear=0
shrinkage=0.1


Tree=9828
num_leaves=6
num_cat=0
split_feature=16 4 2 4 1
split_gain=7.57989e-06 1.55943e-05 2.76037e-05 1.57624e-05 2.38383e-05
threshold=-0.48836499999999994 0.098655000000000007 0.10672500000000001 -0.084369999999999987 0.089175000000000018
decision_type=2 2 2 2 2
left_child=-1 2 3 -2 -5
right_child=1 -3 -4 4 -6
leaf_value=0.0073368236696818405 -0.012038367337552036 -0.011307205190693144 0.01427732895407495 0.011953102584561304 -0.0080407002386276467
leaf_weight=0.0011725136917160005 0.0012972314976104544 0.0012701929314868736 0.0012036501263363916 0.0011578610854171985 0.0012296065279058868
leaf_count=274 522 291 405 1162 467
internal_value=0 -0.00143554 0.00112952 -0.00316536 0.00165579
internal_weight=0 0.00615854 0.00488835 0.0036847 0.00238747
internal_count=3121 2847 2556 2151 1629
is_linear=0
shrinkage=0.1


Tree=9829
num_leaves=6
num_cat=0
split_feature=4 13 13 16 4
split_gain=1.35236e-05 1.58421e-05 3.14435e-05 3.22059e-05 2.46873e-05
threshold=0.24564500000000003 -0.13710499999999998 -0.0034749999999999994 -0.074319999999999983 -0.033174999999999989
decision_type=2 2 2 2 2
left_child=1 -1 -3 -4 -5
right_child=-2 2 3 4 -6
leaf_value=-0.00026914232725379095 0.00014683157496799573 0.00020539191456561256 -0.00040836474916623153 -0.00020656803415577314 0.00020817908373737165
leaf_weight=0.0010391313811823899 0.0017517634984617675 0.0017887527850308955 0.0010127269833502639 0.0010389011989394219 0.0011767995327762772
leaf_count=166 426 1701 289 310 229
internal_value=0 -4.87854e-05 -3.14626e-06 -0.00011869 1.37118e-05
internal_weight=0 0.00605631 0.00501718 0.00322843 0.0022157
internal_count=3121 2695 2529 828 539
is_linear=0
shrinkage=0.00196078


Tree=9830
num_leaves=6
num_cat=0
split_feature=457 1 15 16 16
split_gain=2.4935e-05 2.70317e-05 3.15263e-05 4.01962e-05 1.6536e-05
threshold=0.069910000000000014 0.11588000000000001 1.0000000180025095e-35 -0.071359999999999993 0.15891500000000003
decision_type=2 2 2 2 2
left_child=1 2 3 -1 -5
right_child=-2 -3 -4 4 -6
leaf_value=-0.00027383488372628869 0.00028154993852715673 0.00017947792647686174 -0.00034893199335004412 0.00028226895959857309 -4.5813237576123789e-05
leaf_weight=0.0014657434839061316 0.0010164663649154509 0.001569028093636596 0.0015511916177076502 0.0013461144533224666 0.0010524171585379774
leaf_count=452 267 382 1131 540 349
internal_value=0 -4.71436e-05 -0.000112803 -1.80163e-05 0.000138314
internal_weight=0 0.00698449 0.00541547 0.00386428 0.00239853
internal_count=3121 2854 2472 1341 889
is_linear=0
shrinkage=0.00196078


Tree=9831
num_leaves=6
num_cat=0
split_feature=4 16 16 15 4
split_gain=7.55796e-06 1.38198e-05 1.57484e-05 2.60505e-05 3.69669e-05
threshold=0.24564500000000003 -0.092484999999999984 -0.056919999999999991 -0.016799999999999995 -0.27825499999999997
decision_type=2 2 2 2 2
left_child=1 -1 -3 -4 -5
right_child=-2 2 3 4 -6
leaf_value=-0.010402551233261883 0.0059382671988575733 0.011226235678607688 -0.015891771617959318 -0.01003926946560333 0.016039953186518231
leaf_weight=0.0013967360349533874 0.0016430623741076874 0.0011229364494180784 0.0010022035554681937 0.0010400912168658015 0.0011384745097451404
leaf_count=430 426 860 651 204 550
internal_value=0 -0.00175964 0.00104535 -0.0025489 0.00358921
internal_weight=0 0.00570044 0.00430371 0.00318077 0.00217857
internal_count=3121 2695 2265 1405 754
is_linear=0
shrinkage=0.1


Tree=9832
num_leaves=6
num_cat=0
split_feature=0 1 48 2 3
split_gain=8.28396e-06 2.44171e-05 2.45228e-05 2.52173e-05 2.94296e-05
threshold=0.041630000000000007 0.077565000000000009 0.092150000000000024 0.089775000000000008 -0.074084999999999998
decision_type=2 2 2 2 2
left_child=1 -1 3 4 -3
right_child=-2 2 -4 -5 -6
leaf_value=-0.014206672419804564 0.0070769185175647512 0.011899842524763142 -0.0095003395466917474 0.017791415405486379 -0.011483337115089328
leaf_weight=0.001226364112354556 0.0013392600767560044 0.0010364427772624541 0.0014015684710391163 0.0012106143294077039 0.0011197416895180293
leaf_count=1554 252 468 216 355 276
internal_value=0 -0.00162213 0.00161445 0.00624144 -0.000243423
internal_weight=0 0.00599473 0.00476837 0.0033668 0.00215618
internal_count=3121 2869 1315 1099 744
is_linear=0
shrinkage=0.1


Tree=9833
num_leaves=5
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split_feature=1 2 4 0
split_gain=7.61899e-06 1.48456e-05 3.12766e-05 5.587e-05
threshold=0.11846000000000002 0.10613000000000002 0.053180000000000012 -0.084804999999999978
decision_type=2 2 2 2
left_child=1 2 3 -1
right_child=-2 -3 -4 -5
leaf_value=-0.020002454003807731 0.0069216093373994083 -0.0088689174548639144 0.016282363356779413 0.0076804108955231352
leaf_weight=0.0012158540936130328 0.0012972890223979568 0.0018900960594146832 0.0010992361692392563 0.0018208880543566655
leaf_count=874 358 501 244 1144
internal_value=0 -0.00152667 0.00182865 -0.00340328
internal_weight=0 0.00602607 0.00413598 0.00303674
internal_count=3121 2763 2262 2018
is_linear=0
shrinkage=0.1


Tree=9834
num_leaves=6
num_cat=0
split_feature=457 52 0 4 4
split_gain=1.61721e-05 2.65361e-05 3.06582e-05 4.12647e-05 5.63962e-05
threshold=0.032140000000000009 0.11434500000000002 -0.11756999999999999 0.08184000000000001 -0.082109999999999975
decision_type=2 2 2 2 2
left_child=1 2 -1 4 -4
right_child=-2 -3 3 -5 -6
leaf_value=-0.00019183198215371082 0.00022545665232235519 -0.00031588569899325966 0.00020720545294083481 0.00045615194496204326 -0.00036323945837510194
leaf_weight=0.0018559873596238996 0.001024574496048542 0.0011117871535688759 0.0017853132585093643 0.0010066144672114157 0.0010630862440864429
leaf_count=309 296 489 626 269 1132
internal_value=0 -3.8737e-05 1.52168e-05 0.0001149 -5.69731e-06
internal_weight=0 0.00682279 0.005711 0.00385501 0.0028484
internal_count=3121 2825 2336 2027 1758
is_linear=0
shrinkage=0.00196078


Tree=9835
num_leaves=6
num_cat=0
split_feature=457 15 2 52 3
split_gain=1.85901e-05 2.40081e-05 2.62337e-05 2.86482e-05 2.36039e-05
threshold=0.032140000000000009 1.0000000180025095e-35 0.10912000000000001 1.0000000180025095e-35 -1.0000000180025095e-35
decision_type=2 2 2 2 2
left_child=1 2 3 4 -1
right_child=-2 -3 -4 -5 -6
leaf_value=-0.00014521892086276993 0.00024588111692933236 -0.00023706749749615998 0.00022596296846272187 -0.00031046053213384153 0.00027424016239261848
leaf_weight=0.0010139831566543663 0.0010111399946623701 0.0017475832242632525 0.0017212927310029471 0.0012241900943038416 0.0010497546962512443
leaf_count=683 296 1167 463 372 140
internal_value=0 -3.91863e-05 2.98492e-05 -7.28201e-05 6.81459e-05
internal_weight=0 0.0067568 0.00500922 0.00328793 0.00206374
internal_count=3121 2825 1658 1195 823
is_linear=0
shrinkage=0.00196078


Tree=9836
num_leaves=7
num_cat=0
split_feature=13 4 1 47 43 2
split_gain=1.95974e-05 2.61147e-05 3.38304e-05 3.0009e-05 2.71227e-05 2.41186e-05
threshold=-0.23438999999999996 0.0061450000000000003 0.088485000000000022 0.096300000000000011 -0.0037449999999999996 0.092365000000000017
decision_type=2 2 2 2 2 2
left_child=-1 2 4 5 -2 -3
right_child=1 3 -4 -5 -6 -7
leaf_value=0.0002490136299253948 -0.00023686270354898725 0.00042078767200058717 -0.00043304659884268765 -0.00018661945956462386 0.00021219687741221184 2.7094781441542719e-05
leaf_weight=0.0010132877599042791 0.0010639028891445048 0.0010446278622991525 0.001193971520665357 0.0011691557029612095 0.0010061558320718341 0.0014001483647483907
leaf_count=169 1101 210 618 160 439 424
internal_value=0 -4.30687e-05 -0.000170201 7.17545e-05 -1.85965e-05 0.000195316
internal_weight=0 0.00687796 0.00326403 0.00361393 0.00207006 0.00244478
internal_count=3121 2952 2158 794 1540 634
is_linear=0
shrinkage=0.00196078


Tree=9837
num_leaves=6
num_cat=0
split_feature=52 12 1 48 43
split_gain=7.22385e-06 1.61389e-05 3.00836e-05 5.44194e-05 1.79823e-05
threshold=0.11434500000000002 0.095110000000000014 0.11181500000000001 0.083985000000000018 -0.0037449999999999996
decision_type=2 2 2 2 2
left_child=1 2 3 4 -1
right_child=-2 -3 -4 -5 -6
leaf_value=-0.015305583283873823 -0.0073728754023567383 0.010585809381165831 -0.015556397540379944 0.021402711888576748 0.0019160369544138261
leaf_weight=0.0010320908791838883 0.0011347044606499473 0.001439156852172027 0.0011536342745753344 0.0011115649439245971 0.0014697059600999015
leaf_count=966 501 558 294 329 473
internal_value=0 0.00130484 -0.00149709 0.00299161 -0.00518857
internal_weight=0 0.00620615 0.004767 0.00361336 0.0025018
internal_count=3121 2620 2062 1768 1439
is_linear=0
shrinkage=0.1


Tree=9838
num_leaves=6
num_cat=0
split_feature=50 15 16 2 4
split_gain=3.9114e-05 3.13924e-05 4.09359e-05 3.5647e-05 3.50577e-05
threshold=1.0000000180025095e-35 -0.10653 0.0047850000000000011 0.092365000000000017 0.0052350000000000009
decision_type=2 2 2 2 2
left_child=1 -1 4 -4 -3
right_child=-2 2 3 -5 -6
leaf_value=0.0002985200187358122 -0.00036368560748202664 -0.00039315000674884604 -0.00011084900441003798 0.00036245575968343847 2.6377274253500418e-05
leaf_weight=0.0015176692391839176 0.0010114413633412547 0.0014483901003030347 0.0010465402936713495 0.0014727034149530033 0.0016250153288964351
leaf_count=454 627 1077 251 382 330
internal_value=0 4.84177e-05 -1.94522e-05 0.000165836 -0.000171331
internal_weight=0 0.00711032 0.00559265 0.00251924 0.00307341
internal_count=3121 2494 2040 633 1407
is_linear=0
shrinkage=0.00196078


Tree=9839
num_leaves=7
num_cat=0
split_feature=457 1 4 15 0 2
split_gain=2.68997e-05 4.01706e-05 4.09682e-05 2.73841e-05 1.23753e-05 7.97225e-06
threshold=0.069910000000000014 0.111945 -0.0029599999999999995 1.0000000180025095e-35 -0.10324499999999999 0.092235000000000025
decision_type=2 2 2 2 2 2
left_child=1 2 3 -1 -3 -4
right_child=-2 4 5 -5 -6 -7
leaf_value=0.00014562518294291107 0.00029089502364638232 0.00032884811779177473 -0.00048089476752964091 -0.00023944237631367423 2.5808178343693083e-05 -0.00023459531415162907
leaf_weight=0.0019098008022192408 0.0010362484063887343 0.0010734209872047614 0.0010104917600510359 0.0011302615812777265 0.0010014790991980595 0.0010105430664556229
leaf_count=703 267 144 290 1061 311 345
internal_value=0 -4.71816e-05 -0.000141378 2.46132e-06 0.000182582 -0.000357742
internal_weight=0 0.007136 0.0050611 0.00304006 0.0020749 0.00202103
internal_count=3121 2854 2399 1764 455 635
is_linear=0
shrinkage=0.00196078


Tree=9840
num_leaves=5
num_cat=0
split_feature=16 52 0 3
split_gain=9.26155e-06 2.70967e-05 2.59955e-05 1.60512e-05
threshold=0.38525000000000004 0.10160000000000001 -0.084269999999999984 0.090900000000000009
decision_type=2 2 2 2
left_child=1 2 3 -1
right_child=-2 -3 -4 -5
leaf_value=-0.0095345590845347938 0.0089061255534760332 -0.014969173738470263 0.011183223365092004 0.0045956926606395112
leaf_weight=0.0019185714659776991 0.0010003267720208034 0.0012015470453876718 0.0018537555085792624 0.001383698196459936
leaf_count=1008 311 591 1022 189
internal_value=0 -0.00144535 0.00170621 -0.00361378
internal_weight=0 0.00635757 0.00515603 0.00330227
internal_count=3121 2810 2219 1197
is_linear=0
shrinkage=0.1


Tree=9841
num_leaves=6
num_cat=0
split_feature=52 43 13 2 43
split_gain=7.35653e-06 2.03829e-05 2.55654e-05 2.15855e-05 4.44944e-05
threshold=0.10347000000000002 0.054355000000000007 -0.084034999999999985 0.092480000000000021 -1.0000000180025095e-35
decision_type=2 2 2 2 2
left_child=1 2 -1 4 -4
right_child=-2 -3 3 -5 -6
leaf_value=0.014534353662044973 0.0064519320983319767 -0.014286570046273062 -0.0094292263851096167 -0.012657360460723983 0.017921303282745524
leaf_weight=0.0011017007471669222 0.0014125182293446828 0.0010407412054002935 0.0013107343165970865 0.0013957834489484659 0.0010889737305682619
leaf_count=611 583 327 818 599 183
internal_value=0 -0.00157739 0.00112354 -0.00276916 0.00298229
internal_weight=0 0.00593793 0.00489719 0.00379549 0.00239971
internal_count=3121 2538 2211 1600 1001
is_linear=0
shrinkage=0.1


Tree=9842
num_leaves=6
num_cat=0
split_feature=1 13 3 4 1
split_gain=7.52329e-06 1.48177e-05 3.23241e-05 2.77026e-05 3.89103e-05
threshold=0.11846000000000002 -0.017449999999999997 -0.078934999999999991 0.053180000000000012 0.086560000000000012
decision_type=2 2 2 2 2
left_child=1 2 -1 4 -3
right_child=-2 3 -4 -5 -6
leaf_value=-0.021240661724418981 0.0068579017976137073 0.0081671631040805825 0.0022857740833175711 0.01502563150758407 -0.017094447380357619
leaf_weight=0.0010092548113986076 0.0013037404487772023 0.0013116943597502127 0.0013860129720753382 0.0011890398290439336 0.001139368404126752
leaf_count=960 358 646 592 198 367
internal_value=0 -0.0015189 -0.00762718 0.00250049 -0.00357561
internal_weight=0 0.00603537 0.00239527 0.0036401 0.00245106
internal_count=3121 2763 1552 1211 1013
is_linear=0
shrinkage=0.1


Tree=9843
num_leaves=6
num_cat=0
split_feature=457 2 52 0 4
split_gain=2.60721e-05 2.78761e-05 5.13772e-05 4.97172e-05 3.58295e-05
threshold=0.045365000000000009 0.11293500000000002 0.10160000000000001 -0.11756999999999999 0.053180000000000012
decision_type=2 2 2 2 2
left_child=1 2 3 -1 -5
right_child=-2 -3 -4 4 -6
leaf_value=-0.00037773275193279688 0.00029396273451363388 0.00016406852607685785 -0.00051616353234531153 -5.6351339805192573e-05 0.00038716800764359985
leaf_weight=0.00110000117047541 0.0010010907914984159 0.0018145123138796938 0.001004987499330999 0.0018689199992629672 0.0011199197742585319
leaf_count=200 289 481 472 1435 244
internal_value=0 -4.46213e-05 -0.00011896 -2.13326e-05 0.000109836
internal_weight=0 0.00690834 0.00509383 0.00408884 0.00298884
internal_count=3121 2832 2351 1879 1679
is_linear=0
shrinkage=0.00196078


Tree=9844
num_leaves=6
num_cat=0
split_feature=15 151 47 1 52
split_gain=6.88039e-06 1.99472e-05 2.75944e-05 2.77667e-05 1.4109e-05
threshold=-0.11713499999999999 -0.024429999999999997 0.085270000000000026 0.088485000000000022 0.090245000000000006
decision_type=2 2 2 2 2
left_child=-1 -2 3 4 -3
right_child=1 2 -4 -5 -6
leaf_value=-0.0064581477634796866 0.014034851838285543 0.0068886377821579239 0.012315914949268009 -0.018051729189754933 -0.0079497857284329659
leaf_weight=0.0013568410068170228 0.0010375687791295066 0.001470994791207908 0.0011548652675475819 0.0011823394517101265 0.001135397746305639
leaf_count=484 447 1046 210 473 461
internal_value=0 0.00142933 -0.00121633 -0.00534118 0.000424718
internal_weight=0 0.00598117 0.0049436 0.00378873 0.00260639
internal_count=3121 2637 2190 1980 1507
is_linear=0
shrinkage=0.1


Tree=9845
num_leaves=6
num_cat=0
split_feature=457 1 15 2 1
split_gain=2.13298e-05 2.12667e-05 2.55032e-05 3.90267e-05 4.01779e-05
threshold=0.032140000000000009 0.11588000000000001 1.0000000180025095e-35 0.10912000000000001 0.086560000000000012
decision_type=2 2 2 2 2
left_child=1 2 3 4 -1
right_child=-2 -3 -4 -5 -6
leaf_value=6.1867152867393734e-05 0.00026241780301489832 0.00016001205781474438 -0.000320346522026524 0.00030136856262972004 -0.00042914178197731094
leaf_weight=0.0015236507768179889 0.0010007825787282385 0.0015131534817224446 0.0014938371779109716 0.001057913667096678 0.0011056731732349812
leaf_count=702 296 382 1131 264 346
internal_value=0 -4.44902e-05 -0.000104216 -1.66533e-05 -0.00014461
internal_weight=0 0.00669423 0.00518107 0.00368724 0.00262932
internal_count=3121 2825 2443 1312 1048
is_linear=0
shrinkage=0.00196078


Tree=9846
num_leaves=6
num_cat=0
split_feature=457 1 160 16 0
split_gain=1.74812e-05 2.1067e-05 1.96622e-05 3.6495e-05 2.91137e-05
threshold=0.032140000000000009 0.12456000000000002 -0.073679999999999982 -0.056919999999999991 -0.11756999999999999
decision_type=2 2 2 2 2
left_child=1 2 -1 4 -4
right_child=-2 -3 3 -5 -6
leaf_value=0.00015156300253218603 0.0002386910436266953 0.00022117960968007089 -0.00023766797697792852 -0.00035744304028251776 0.00016825761348784798
leaf_weight=0.0010965223366428819 0.0010098280816696189 0.0010226805638705767 0.0011612007654372872 0.0018110262981903252 0.0016368823057802202
leaf_count=609 296 266 179 815 956
internal_value=0 -3.79758e-05 -8.44269e-05 -0.00014057 -2.00968e-07
internal_weight=0 0.00672831 0.00570563 0.00460911 0.00279808
internal_count=3121 2825 2559 1950 1135
is_linear=0
shrinkage=0.00196078


Tree=9847
num_leaves=6
num_cat=0
split_feature=457 1 4 4 52
split_gain=1.75674e-05 2.48163e-05 3.02227e-05 2.14273e-05 1.92929e-05
threshold=0.032140000000000009 0.11588000000000001 -0.076229999999999978 0.053180000000000012 0.090245000000000006
decision_type=2 2 2 2 2
left_child=1 2 4 -4 -1
right_child=-2 -3 3 -5 -6
leaf_value=0.0002130826533027517 0.00023754094512957411 0.00018046231525367301 -0.00046428324053804625 -0.00010983139409210087 -0.00014035122383461115
leaf_weight=0.0013394617375288118 0.0010062665189068129 0.0015160372408980919 0.0010524675949707585 0.0017393924409384244 0.0010666680217652827
leaf_count=799 296 382 1030 389 225
internal_value=0 -4.0272e-05 -0.000104651 -0.000243452 5.64009e-05
internal_weight=0 0.00671403 0.00519799 0.00279186 0.00240613
internal_count=3121 2825 2443 1419 1024
is_linear=0
shrinkage=0.00196078


Tree=9848
num_leaves=6
num_cat=0
split_feature=2 43 0 13 15
split_gain=8.10606e-06 1.81735e-05 1.80756e-05 1.52364e-05 3.31997e-06
threshold=0.099185000000000009 -0.074359999999999996 -0.10011499999999998 -0.08971999999999998 -0.069954999999999989
decision_type=2 2 2 2 2
left_child=1 -1 -3 -2 -5
right_child=3 2 -4 4 -6
leaf_value=0.0050134542677775715 0.01324521589347211 -0.001077768532011817 -0.018345335156481176 0.0027279060268561232 -0.0053290514997880638
leaf_weight=0.0017124036688546383 0.0011074065202146478 0.0014342840533773551 0.0010500338416386352 0.0010186713060155177 0.0010271138991450462
leaf_count=936 200 239 1027 335 384
internal_value=0 -0.00291275 -0.00837616 0.00379715 -0.0013172
internal_weight=0 0.00419672 0.00248432 0.00315319 0.00204579
internal_count=3121 2202 1266 919 719
is_linear=0
shrinkage=0.1


Tree=9849
num_leaves=6
num_cat=0
split_feature=457 1 42 43 2
split_gain=3.49721e-05 2.96355e-05 2.84755e-05 2.82941e-05 5.0551e-05
threshold=0.069910000000000014 0.12456000000000002 0.091545000000000015 -0.074974999999999986 0.098260000000000014
decision_type=2 2 2 2 2
left_child=1 2 3 -1 -5
right_child=-2 -3 -4 4 -6
leaf_value=0.00019576767030030686 0.00033662260792001496 0.00024945925810084619 -0.00040582542518247035 -0.0003664379566316901 0.00010235478934566625
leaf_weight=0.0013455321751975361 0.0010046247277578331 0.0010460869389852939 0.0010243709770418677 0.001816937008508104 0.0017229830015101377
leaf_count=843 267 266 585 834 326
internal_value=0 -5.4743e-05 -0.000108589 -4.62654e-05 -0.000138263
internal_weight=0 0.00695591 0.00590982 0.00488545 0.00353992
internal_count=3121 2854 2588 2003 1160
is_linear=0
shrinkage=0.00196078


Tree=9850
num_leaves=6
num_cat=0
split_feature=457 151 4 15 15
split_gain=2.91383e-05 2.76852e-05 4.426e-05 3.32371e-05 3.92239e-05
threshold=0.045365000000000009 -0.0056149999999999993 0.24564500000000003 -0.037864999999999989 1.0000000180025095e-35
decision_type=2 2 2 2 2
left_child=1 -1 3 -3 -5
right_child=-2 2 -4 4 -6
leaf_value=-0.00034581412277265799 0.0003091550577160247 -0.00039897443050361216 0.00033301975819824056 0.00018676348899796029 -0.00022619285566350002
leaf_weight=0.00102418101448545 0.0010041016680101744 0.0010104926035970105 0.0012365272681047488 0.0019944887740149303 0.0015886903013098744
leaf_count=324 289 716 324 325 1143
internal_value=0 -4.84948e-05 3.73479e-06 -8.49023e-05 3.66917e-06
internal_weight=0 0.00685438 0.0058302 0.00459367 0.00358318
internal_count=3121 2832 2508 2184 1468
is_linear=0
shrinkage=0.00196078


Tree=9851
num_leaves=6
num_cat=0
split_feature=51 43 12 2 3
split_gain=7.6441e-06 1.51786e-05 3.5512e-05 2.81073e-05 2.89547e-05
threshold=-0.076794999999999988 -0.14968999999999996 0.092355000000000007 0.088225000000000012 0.0068900000000000012
decision_type=2 2 2 2 2
left_child=-1 -2 3 -3 -5
right_child=1 2 -4 4 -6
leaf_value=-0.0074765694972255868 0.01262501008740482 -0.010318302699605727 -0.016814082462408394 0.020119594446721498 0.00021427360241865943
leaf_weight=0.0011630025512133655 0.0010024387665213321 0.0010885892046384777 0.001095021483875718 0.0012441454644250404 0.0017709855883060988
leaf_count=537 234 950 627 526 247
internal_value=0 0.00135826 -0.000814235 0.00345511 0.00842788
internal_weight=0 0.00620118 0.00519874 0.00410372 0.00301513
internal_count=3121 2584 2350 1723 773
is_linear=0
shrinkage=0.1


Tree=9852
num_leaves=5
num_cat=0
split_feature=42 49 16 13
split_gain=7.3976e-06 1.41325e-05 2.64935e-05 3.28558e-05
threshold=-1.0000000180025095e-35 -0.026779999999999995 -0.18708499999999997 -0.029529999999999997
decision_type=2 2 2 2
left_child=-1 -2 -3 -4
right_child=1 2 3 -5
leaf_value=-0.0071143972821881606 0.0095696711267440338 -0.013925758778508605 -0.0072427289030838164 0.01268465220732023
leaf_weight=0.0012287048559843439 0.0015699249075926099 0.0012365792460286105 0.0015753386281130105 0.0017426733779864285
leaf_count=862 406 272 1221 360
internal_value=0 0.00138767 -0.00143259 0.00322345
internal_weight=0 0.00612452 0.00455459 0.00331801
internal_count=3121 2259 1853 1581
is_linear=0
shrinkage=0.1


Tree=9853
num_leaves=6
num_cat=0
split_feature=157 0 16 0 15
split_gain=1.08565e-05 3.00295e-05 3.24791e-05 1.8849e-05 2.51907e-05
threshold=-1.0000000180025095e-35 -0.019414999999999998 -0.056919999999999991 -0.10224499999999999 -0.10653
decision_type=2 2 2 2 2
left_child=-1 2 3 4 -2
right_child=1 -3 -4 -5 -6
leaf_value=-0.00019317289950992954 0.00016310767618523425 0.00025532214520401824 -0.00030851812301410268 0.00023528173826515094 -0.00024401114371600544
leaf_weight=0.0010034025556647872 0.0010739070225476367 0.0016472266765873451 0.0013599948397445783 0.0013059164220801459 0.0012817478112665264
leaf_count=571 181 257 819 1066 227
internal_value=0 2.55894e-05 -4.97699e-05 4.63353e-05 -5.84119e-05
internal_weight=0 0.00666879 0.00502157 0.00366157 0.00235565
internal_count=3121 2550 2293 1474 408
is_linear=0
shrinkage=0.00196078


Tree=9854
num_leaves=6
num_cat=0
split_feature=133 160 151 16 4
split_gain=7.55652e-06 8.31062e-05 3.81842e-05 6.58536e-05 2.15543e-05
threshold=-0.032969999999999992 -1.0000000180025095e-35 -0.0056149999999999993 -0.15241499999999997 0.0037800000000000004
decision_type=2 2 2 2 2
left_child=-1 -2 -3 -4 -5
right_child=1 2 3 4 -6
leaf_value=0.0077330139663182185 -0.023973075251483122 -0.01262377305974742 0.028334517768444797 -0.0064768181400572736 0.011853577441887343
leaf_weight=0.0010707527024972378 0.0012907345706340166 0.0010332331622967313 0.0012158631242274042 0.0017167892399858632 0.0010241864099870656
leaf_count=649 830 317 211 932 182
internal_value=0 -0.00135561 0.00449463 0.00896469 0.000372474
internal_weight=0 0.00628081 0.00499007 0.00395684 0.00274098
internal_count=3121 2472 1642 1325 1114
is_linear=0
shrinkage=0.1


Tree=9855
num_leaves=6
num_cat=0
split_feature=403 13 4 3 42
split_gain=2.58474e-05 4.75617e-05 6.6962e-05 2.8992e-05 5.56643e-05
threshold=0.017340000000000005 0.11217000000000001 -0.064804999999999988 0.090900000000000009 0.088060000000000013
decision_type=2 2 2 2 2
left_child=1 2 -1 4 -4
right_child=-2 -3 3 -5 -6
leaf_value=-0.0004588593758903226 0.00028622312072916468 0.00032383348689467572 -0.00041151708756780687 0.00020088125559302909 0.00018568749441833703
leaf_weight=0.0016213983124239066 0.0010093771774695266 0.0011014308531417712 0.0012708575227306244 0.0017726169583159451 0.0011368204468671166
leaf_count=968 393 172 832 235 521
internal_value=0 -4.97042e-05 -0.000120619 1.05732e-05 -0.000129538
internal_weight=0 0.00690312 0.00580169 0.00418029 0.00240768
internal_count=3121 2728 2556 1588 1353
is_linear=0
shrinkage=0.00196078


Tree=9856
num_leaves=6
num_cat=0
split_feature=0 47 3 42 2
split_gain=7.64752e-06 2.43159e-05 4.42768e-05 4.05987e-05 1.81881e-05
threshold=-0.060129999999999996 0.087235000000000021 0.090900000000000009 0.083995000000000014 0.10097500000000002
decision_type=2 2 2 2 2
left_child=1 2 3 -1 -2
right_child=4 -3 -4 -5 -6
leaf_value=-0.018324195647738645 0.011973770646175975 -0.013913803200084349 0.017531259696959744 0.0077097326166914969 -0.0056308215740162731
leaf_weight=0.001256523721463816 0.0013980161184728311 0.0013185104698958923 0.0012122050465504081 0.001144713399908375 0.0010114438157108421
leaf_count=982 262 309 199 1058 311
internal_value=0 -0.00228984 0.00195164 -0.00591335 0.00458371
internal_weight=0 0.00493195 0.00361344 0.00240124 0.00240946
internal_count=3121 2548 2239 2040 573
is_linear=0
shrinkage=0.1


Tree=9857
num_leaves=6
num_cat=0
split_feature=42 43 16 49 1
split_gain=7.41911e-06 1.85513e-05 1.96334e-05 2.01525e-05 2.04562e-05
threshold=0.092620000000000022 0.07827000000000002 0.071345000000000006 -0.006494999999999999 0.10538500000000002
decision_type=2 2 2 2 2
left_child=1 2 3 -1 -5
right_child=-2 -3 -4 4 -6
leaf_value=-0.007723402775288166 -0.0075148029759831668 0.013686674954596309 -0.012965438404534563 -0.00047904432629935936 0.0170624415921081
leaf_weight=0.0013846034871857291 0.0011218139679493007 0.0010149792236442299 0.0010985825667248258 0.001537191192437235 0.0011714147912993305
leaf_count=438 630 250 402 1186 215
internal_value=0 0.00132195 -0.00109531 0.00209053 0.00710728
internal_weight=0 0.00620677 0.00519179 0.00409321 0.00270861
internal_count=3121 2491 2241 1839 1401
is_linear=0
shrinkage=0.1


Tree=9858
num_leaves=7
num_cat=0
split_feature=457 1 4 16 4 16
split_gain=3.5293e-05 3.6129e-05 5.46393e-05 2.61309e-05 1.62557e-05 1.4274e-07
threshold=0.069910000000000014 0.111945 -0.0029599999999999995 -0.078844999999999985 0.19806500000000002 -0.15012499999999998
decision_type=2 2 2 2 2 2
left_child=1 2 3 -1 -3 -4
right_child=-2 4 5 -5 -6 -7
leaf_value=0.00028204097120791076 0.00034174102850852394 -3.5965169053923622e-06 -0.00037272481785264813 -0.00010424745183554986 0.00034874490416627452 -0.00040583378164571731
leaf_weight=0.0010309627166674826 0.0010169123049676224 0.0010080513821293042 0.0010018535106227373 0.0019405552806739529 0.001005666909056133 0.0010006612810919365
leaf_count=625 267 186 209 1139 269 426
internal_value=0 -4.92213e-05 -0.00013893 2.97746e-05 0.000172366 -0.000389269
internal_weight=0 0.00698775 0.00497403 0.00297152 0.00201372 0.00200251
internal_count=3121 2854 2399 1764 455 635
is_linear=0
shrinkage=0.00196078


Tree=9859
num_leaves=6
num_cat=0
split_feature=457 1 1 43 43
split_gain=1.82724e-05 2.3749e-05 3.67461e-05 2.17596e-05 3.49177e-05
threshold=0.032140000000000009 0.111945 0.092695000000000013 -0.083134999999999987 0.016310000000000002
decision_type=2 2 2 2 2
left_child=1 2 3 -1 -5
right_child=-2 -3 -4 4 -6
leaf_value=0.00021226628295147027 0.00023663894675389938 0.00013674657018664625 -0.00040149363783186171 -0.00035136829135061043 0.00012092112608975343
leaf_weight=0.0011116281535268418 0.0010268744079269488 0.0019798551185597263 0.0012900501890119203 0.0012253325745770131 0.0011828244084397745
leaf_count=540 296 454 416 1066 349
internal_value=0 -4.40023e-05 -0.000118403 -1.46467e-05 -0.000119392
internal_weight=0 0.00678969 0.00480984 0.00351979 0.00240816
internal_count=3121 2825 2371 1955 1415
is_linear=0
shrinkage=0.00196078


Tree=9860
num_leaves=6
num_cat=0
split_feature=15 151 43 13 0
split_gain=7.63511e-06 2.14534e-05 2.35019e-05 3.32187e-05 2.07286e-05
threshold=-0.11713499999999999 -0.024429999999999997 -0.074359999999999996 -0.095304999999999987 -0.10151999999999999
decision_type=2 2 2 2 2
left_child=-1 -2 -3 -4 -5
right_child=1 2 3 4 -6
leaf_value=-0.0068031769399564696 0.014537133951017238 0.0077757255019252295 0.0079053444499752133 -0.0037799031105911294 -0.023829426259664568
leaf_weight=0.001357245898982405 0.0010429134481951081 0.0018223817854115063 0.0010560896601855218 0.0010213571152423956 0.0010414743020817317
leaf_count=484 447 777 169 121 1123
internal_value=0 0.00150424 -0.00124649 -0.00651816 -0.0139024
internal_weight=0 0.00598422 0.0049413 0.00311892 0.00206283
internal_count=3121 2637 2190 1413 1244
is_linear=0
shrinkage=0.1


Tree=9861
num_leaves=6
num_cat=0
split_feature=133 160 42 43 48
split_gain=7.27959e-06 7.13092e-05 3.37775e-05 3.52329e-05 3.91921e-05
threshold=-0.032969999999999992 -1.0000000180025095e-35 0.088060000000000013 -0.014584999999999999 0.085845000000000019
decision_type=2 2 2 2 2
left_child=-1 -2 3 -3 -5
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leaf_value=0.0075903478336730446 -0.022327389842330635 -0.016565262255800028 0.018717374594103713 0.015585207273413152 -0.0084531243063230392
leaf_weight=0.0010707521167176168 0.0012855545034370199 0.00100722459036812 0.0011987610732771747 0.0015814973810521318 0.0011875510264833064
leaf_count=649 830 577 515 413 137
internal_value=0 -0.00133229 0.00409287 -0.000549614 0.00527598
internal_weight=0 0.00626059 0.00497503 0.00377627 0.00276905
internal_count=3121 2472 1642 1127 550
is_linear=0
shrinkage=0.1


Tree=9862
num_leaves=6
num_cat=0
split_feature=12 15 12 1 16
split_gain=1.58364e-05 2.18069e-05 3.51649e-05 3.66639e-05 7.31525e-05
threshold=0.10388500000000002 0.088235000000000022 0.051320000000000005 0.094090000000000021 -0.074319999999999983
decision_type=2 2 2 2 2
left_child=1 2 3 -1 -5
right_child=-2 -3 -4 4 -6
leaf_value=-0.00013789643259029668 -0.0002304158870915514 0.00026987859730993435 -0.00023629075158611117 -0.00012626554989633569 0.0005886067824450625
leaf_weight=0.0016085200698083358 0.0010533947836192476 0.0011846542108062078 0.001951614563059938 0.0010420339941903407 0.0011663247705197607
leaf_count=235 349 600 1401 302 234
internal_value=0 2.75686e-05 -2.21937e-05 8.72767e-05 0.000251288
internal_weight=0 0.00695315 0.00576849 0.00381688 0.00220836
internal_count=3121 2772 2172 771 536
is_linear=0
shrinkage=0.00196078


Tree=9863
num_leaves=6
num_cat=0
split_feature=457 42 15 1 15
split_gain=3.77177e-05 3.46068e-05 2.87491e-05 3.38104e-05 6.96362e-05
threshold=0.069910000000000014 -0.084624999999999992 1.0000000180025095e-35 0.086560000000000012 -0.14601999999999996
decision_type=2 2 2 2 2
left_child=1 -1 3 -3 -5
right_child=-2 2 -4 4 -6
leaf_value=0.00027185204083415864 0.00034742628597190796 0.0001757517815603828 -0.00035803763457900812 0.00021976856454636334 -0.00041295821876419702
leaf_weight=0.0010586224657163504 0.0010257186159538896 0.0017608874352246298 0.0014057268008305273 0.0010846751191689471 0.0017439906558857489
leaf_count=423 267 732 934 278 487
internal_value=0 -5.49842e-05 -0.000112696 -3.75502e-05 -0.000170334
internal_weight=0 0.0070539 0.00599528 0.00458955 0.00282867
internal_count=3121 2854 2431 1497 765
is_linear=0
shrinkage=0.00196078


Tree=9864
num_leaves=6
num_cat=0
split_feature=457 1 160 16 0
split_gain=1.61578e-05 2.48063e-05 3.75102e-05 3.94175e-05 3.325e-05
threshold=0.032140000000000009 0.12456000000000002 -0.073679999999999982 -0.056919999999999991 -0.11756999999999999
decision_type=2 2 2 2 2
left_child=1 2 -1 4 -4
right_child=-2 -3 3 -5 -6
leaf_value=0.00023581045895945741 0.00022762552280902114 0.00024215846486895986 -0.00027588100034974861 -0.00039303293254360459 0.0001586476628792968
leaf_weight=0.0010975841849583503 0.0010005513116281986 0.0010199113126959196 0.0011562003364187683 0.0018091688208528973 0.0016336781653150403
leaf_count=609 296 266 179 815 956
internal_value=0 -3.94631e-05 -8.98839e-05 -0.000167612 -2.14326e-05
internal_weight=0 0.00671654 0.00569663 0.00459905 0.00278988
internal_count=3121 2825 2559 1950 1135
is_linear=0
shrinkage=0.00196078


Tree=9865
num_leaves=6
num_cat=0
split_feature=160 16 0 4 16
split_gain=8.09184e-06 2.21222e-05 3.49379e-05 3.31812e-05 2.61959e-05
threshold=-0.081069999999999989 -0.056919999999999991 -0.10224499999999999 0.24564500000000003 0.23311500000000004
decision_type=2 2 2 2 2
left_child=-1 2 3 -2 -3
right_child=1 4 -4 -5 -6
leaf_value=0.0079135260201188724 -0.017340557743341558 -0.017225632317876178 0.01562660174139268 0.007853431576085949 0.0025433696996074525
leaf_weight=0.0010897100858759988 0.0010277349031493704 0.0014748148000988987 0.0014613526870468777 0.0010639115207736782 0.0012287516899087132
leaf_count=649 171 692 1032 176 401
internal_value=0 -0.00142404 0.00376297 -0.00452569 -0.00824076
internal_weight=0 0.00625657 0.003553 0.00209165 0.00270357
internal_count=3121 2472 1379 347 1093
is_linear=0
shrinkage=0.1


Tree=9866
num_leaves=6
num_cat=0
split_feature=457 12 13 2 42
split_gain=3.04373e-05 2.64742e-05 3.04687e-05 5.43891e-05 4.45464e-05
threshold=0.045365000000000009 -0.010834999999999999 -0.0034749999999999994 0.10559 0.075730000000000006
decision_type=2 2 2 2 2
left_child=1 -1 4 -4 -3
right_child=-2 2 3 -5 -6
leaf_value=0.00024027565915649753 0.00031421576653367314 0.00033087270357812324 -0.00046340958925103015 5.8720608824754514e-05 -0.00017370905228571826
leaf_weight=0.0010192729638788282 0.0010038977263228006 0.0012047423663987099 0.0017507700799394466 0.0013651000288468088 0.0015231497777607301
leaf_count=342 289 470 520 265 1235
internal_value=0 -5.13222e-05 -0.000102183 -0.000234658 4.91337e-05
internal_weight=0 0.00686304 0.00584376 0.00311587 0.00272789
internal_count=3121 2832 2490 785 1705
is_linear=0
shrinkage=0.00196078


Tree=9867
num_leaves=6
num_cat=0
split_feature=12 0 3 48 2
split_gain=1.2636e-05 2.05564e-05 7.56065e-05 3.04836e-05 3.99698e-05
threshold=-0.010834999999999999 -0.083914999999999976 -0.088084999999999983 0.085845000000000019 0.086285000000000014
decision_type=2 2 2 2 2
left_child=-1 3 -3 4 -2
right_child=1 2 -4 -5 -6
leaf_value=0.00019234429105221754 0.00046805061982734534 0.00016839115560588524 -0.00046548379235179923 -0.00018013675306995282 -3.4690807190779036e-05
leaf_weight=0.0010853053692525269 0.0010929791590130349 0.0013960889763832253 0.0015015696022071712 0.0013283424659108253 0.0013702172719319743
leaf_count=421 490 497 938 283 492
internal_value=0 -3.57464e-05 -0.000160083 5.92773e-05 0.000188388
internal_weight=0 0.0066892 0.00289766 0.00379154 0.0024632
internal_count=3121 2700 1435 1265 982
is_linear=0
shrinkage=0.00196078


Tree=9868
num_leaves=7
num_cat=0
split_feature=484 12 16 52 3 1
split_gain=5.06555e-05 3.75743e-05 3.05032e-05 5.3481e-05 4.9204e-05 4.24292e-05
threshold=0.056480000000000009 0.10388500000000002 -0.36241499999999999 0.096795000000000006 -0.075944999999999985 0.094090000000000021
decision_type=2 2 2 2 2 2
left_child=1 2 -1 4 -4 -6
right_child=-2 -3 3 -5 5 -7
leaf_value=-0.00024495351390464509 0.0004038133921893449 -0.00041302977212755024 -0.00034365998035769179 0.00047207823154700088 -0.00016508692659572034 0.00036551737582734867
leaf_weight=0.0015762165639636354 0.0010017502242481062 0.001032246919542238 0.0013106531338340772 0.0010014786900851996 0.0010398496281546943 0.0013085100168358297
leaf_count=307 419 322 1225 356 195 297
internal_value=0 -6.65121e-05 -9.15947e-06 7.0588e-05 -3.93006e-05 0.000130567
internal_weight=0 0.00726895 0.00623671 0.00466049 0.00365901 0.00234836
internal_count=3121 2702 2380 2073 1717 492
is_linear=0
shrinkage=0.00196078


Tree=9869
num_leaves=6
num_cat=0
split_feature=484 49 0 15 13
split_gain=2.71605e-05 2.51814e-05 4.15351e-05 2.6494e-05 3.33991e-05
threshold=0.015535000000000002 -0.081404999999999991 -0.11756999999999999 -0.031204999999999997 -0.014169999999999999
decision_type=2 2 2 2 2
left_child=1 -1 -3 -4 -5
right_child=-2 2 3 4 -6
leaf_value=0.00022314232014668966 0.0002918932900208997 -0.00033611916763163249 0.00022997144156965734 -0.00033891616287049571 0.00010188712227745419
leaf_weight=0.0010773709135005628 0.0010022956063085635 0.0019670411437643425 0.0013949027275977775 0.0012388439565737953 0.0014164436199263098
leaf_count=213 452 337 829 713 577
internal_value=0 -5.29293e-05 -0.000102359 1.11701e-05 -0.000103773
internal_weight=0 0.0070946 0.00601723 0.00405019 0.00265529
internal_count=3121 2669 2456 2119 1290
is_linear=0
shrinkage=0.00196078


Tree=9870
num_leaves=6
num_cat=0
split_feature=52 4 15 13 12
split_gain=9.7065e-06 2.8864e-05 2.3465e-05 3.39927e-05 2.10862e-05
threshold=-0.046924999999999988 0.0052350000000000009 -0.11713499999999999 -0.086589999999999986 0.088930000000000023
decision_type=2 2 2 2 2
left_child=1 -1 -2 -4 -5
right_child=2 -3 3 4 -6
leaf_value=-0.0052260010279026733 -0.015418769719918271 0.017474879556815464 -0.012393364147015508 0.00032973639926715684 0.01826930996112416
leaf_weight=0.0011942378942333448 0.0010979658368871241 0.0010548289143307182 0.0012801573828019677 0.0016792725013247936 0.0010743980347931946
leaf_count=726 367 227 403 667 731
internal_value=0 0.00542088 -0.00245772 0.00107014 0.00732921
internal_weight=0 0.00224907 0.00513179 0.00403383 0.00275367
internal_count=3121 953 2168 1801 1398
is_linear=0
shrinkage=0.1


Tree=9871
num_leaves=7
num_cat=0
split_feature=457 12 13 3 15 43
split_gain=2.56296e-05 4.28322e-05 3.94042e-05 3.82247e-05 4.18625e-05 5.06272e-05
threshold=0.069910000000000014 -0.010834999999999999 -0.094514999999999988 0.095270000000000007 -0.053579999999999996 -0.084004999999999982
decision_type=2 2 2 2 2 2
left_child=1 -1 -3 4 -4 -6
right_child=-2 2 3 -5 5 -7
leaf_value=0.00032344097428772453 0.00028533996306976311 0.00014691952100765216 0.00021814588444394204 -0.00051581393180417327 4.7576391886981951e-05 -0.00055973634205965233
leaf_weight=0.0010122586303985001 0.0010057962914499959 0.00163126964719489 0.0010618371926455726 0.0011565939648282286 0.0010449124535742852 0.0010662561379433293
leaf_count=347 267 282 662 131 375 1057
internal_value=0 -4.94742e-05 -0.000112802 -0.000210657 -9.94243e-05 -0.00025915
internal_weight=0 0.00697313 0.00596087 0.0043296 0.00317301 0.00211117
internal_count=3121 2854 2507 2225 2094 1432
is_linear=0
shrinkage=0.00196078


Tree=9872
num_leaves=5
num_cat=0
split_feature=457 2 52 13
split_gain=1.86296e-05 2.62574e-05 3.51198e-05 2.99549e-05
threshold=0.032140000000000009 0.11293500000000002 0.090245000000000006 -0.0034749999999999994
decision_type=2 2 2 2
left_child=1 2 3 -1
right_child=-2 -3 -4 -5
leaf_value=0.00019141775414562549 0.00024421840735395833 0.00016366206509696411 -0.00037363342508349163 -0.00017214523841590517
leaf_weight=0.0015751763015317659 0.0010061365111175991 0.0017630852327227432 0.0014340842776345408 0.001949853104579082
leaf_count=1221 296 481 604 519
internal_value=0 -4.18632e-05 -0.000114932 -9.68537e-06
internal_weight=0 0.0067222 0.00495911 0.00352503
internal_count=3121 2825 2344 1740
is_linear=0
shrinkage=0.00196078


Tree=9873
num_leaves=6
num_cat=0
split_feature=15 16 48 42 0
split_gain=9.16485e-06 2.32491e-05 3.77477e-05 3.30265e-05 2.58904e-05
threshold=-0.15026499999999995 -0.27167499999999994 0.082620000000000013 0.086325000000000013 -0.083914999999999976
decision_type=2 2 2 2 2
left_child=-1 -2 3 4 -3
right_child=1 2 -4 -5 -6
leaf_value=0.0085920006903239809 -0.014271562063813706 0.014299626279843953 0.015004057527892739 -0.019499669440610556 -0.0058526849379405832
leaf_weight=0.0010502614282053334 0.0011627013330341475 0.0010238169627138031 0.0014594704901004785 0.0010011672659497083 0.0016896005125685539
leaf_count=363 239 561 441 817 700
internal_value=0 -0.00149391 0.00137746 -0.00397647 0.00175111
internal_weight=0 0.00633676 0.00517406 0.00371458 0.00271342
internal_count=3121 2758 2519 2078 1261
is_linear=0
shrinkage=0.1


Tree=9874
num_leaves=6
num_cat=0
split_feature=0 1 47 3 4
split_gain=8.3617e-06 2.2347e-05 3.31256e-05 1.96311e-05 1.6429e-05
threshold=-0.060129999999999996 0.077565000000000009 0.087235000000000021 0.090900000000000009 -0.35136499999999998
decision_type=2 2 2 2 2
left_child=1 -1 3 -3 -2
right_child=4 2 -4 -5 -6
leaf_value=-0.015617948112766279 -0.0035085440483392616 9.5293255590652034e-05 -0.012043835212755795 0.017580760407182101 0.012965959980067457
leaf_weight=0.0010175956032540574 0.0012057777259126855 0.0015252988485649384 0.0013016711823258748 0.0011088614859472582 0.0012155503818394779
leaf_count=1457 227 671 233 187 346
internal_value=0 -0.00240841 0.00100687 0.00745588 0.00476195
internal_weight=0 0.00495343 0.00393583 0.00263416 0.00242133
internal_count=3121 2548 1091 858 573
is_linear=0
shrinkage=0.1


Tree=9875
num_leaves=5
num_cat=0
split_feature=0 1 47 48
split_gain=8.17398e-06 2.35484e-05 2.46856e-05 1.98151e-05
threshold=0.041630000000000007 0.077565000000000009 1.0000000180025095e-35 0.085130000000000025
decision_type=2 2 2 2
left_child=1 -1 3 -3
right_child=-2 2 -4 -5
leaf_value=-0.013938438206425392 0.0070059130103469524 0.01299975706951333 -0.0076231785295850386 -0.0042766402990607926
leaf_weight=0.00123418765421988 0.0013429654382287074 0.0019678728307413623 0.0018183714498695978 0.0010018674637381842
leaf_count=1554 252 791 341 183
internal_value=0 -0.00162184 0.0015529 0.00717142
internal_weight=0 0.0060223 0.00478811 0.00296974
internal_count=3121 2869 1315 974
is_linear=0
shrinkage=0.1


Tree=9876
num_leaves=5
num_cat=0
split_feature=457 2 0 12
split_gain=1.23932e-05 2.39394e-05 3.75597e-05 4.98447e-05
threshold=0.032140000000000009 0.11293500000000002 -0.10224499999999999 0.090020000000000017
decision_type=2 2 2 2
left_child=1 2 -1 -4
right_child=-2 -3 3 -5
leaf_value=-0.00035986720198916307 0.00019776397481778817 0.00016166129457728833 0.00022090462271495475 -0.00025225780077985397
leaf_weight=0.0015335217792601646 0.0010095258521267613 0.0017574118553774585 0.0019091961976916078 0.0015516273739554093
leaf_count=338 296 481 1158 848
internal_value=0 -3.5164e-05 -0.000104423 8.76674e-06
internal_weight=0 0.00675176 0.00499435 0.00346082
internal_count=3121 2825 2344 2006
is_linear=0
shrinkage=0.00196078


Tree=9877
num_leaves=6
num_cat=0
split_feature=12 160 151 4 16
split_gain=8.39288e-06 2.00739e-05 2.71423e-05 5.55432e-05 3.04752e-05
threshold=-0.010834999999999999 -1.0000000180025095e-35 -0.0056149999999999993 0.076415000000000025 -0.056919999999999991
decision_type=2 2 2 2 2
left_child=-1 -2 -3 4 -4
right_child=1 2 3 -5 -6
leaf_value=0.0083526330158038668 -0.012152522776072934 -0.012940618378884113 0.0081978836430521059 0.023138974847327135 -0.012902589285904251
leaf_weight=0.0010241290285807362 0.0013637866351941842 0.0010271145589320109 0.0013402948249957632 0.0012111691156104754 0.0013988897286577331
leaf_count=421 870 255 860 196 519
internal_value=0 -0.00140374 0.00154134 0.00530674 -0.00257804
internal_weight=0 0.00634125 0.00497747 0.00395035 0.00273918
internal_count=3121 2700 1830 1575 1379
is_linear=0
shrinkage=0.1


Tree=9878
num_leaves=5
num_cat=0
split_feature=0 1 47 13
split_gain=8.34646e-06 1.99604e-05 2.32478e-05 1.62593e-05
threshold=0.041630000000000007 0.077565000000000009 1.0000000180025095e-35 -0.00096999999999999983
decision_type=2 2 2 2
left_child=1 -1 3 -3
right_child=-2 2 -4 -5
leaf_value=-0.012975846831902477 0.007085274678307091 0.017013763487362426 -0.0076298587753580675 0.0014047416105507312
leaf_weight=0.0012333687709174708 0.0013429544336659811 0.0010148080788196137 0.0018117256347119325 0.0019490735735538565
leaf_count=1554 252 649 341 325
internal_value=0 -0.00163482 0.00129417 0.00674914
internal_weight=0 0.00600898 0.00477561 0.00296388
internal_count=3121 2869 1315 974
is_linear=0
shrinkage=0.1


Tree=9879
num_leaves=6
num_cat=0
split_feature=12 15 12 3 0
split_gain=1.20236e-05 1.96725e-05 3.7882e-05 3.54271e-05 2.5971e-05
threshold=0.10388500000000002 0.088235000000000022 0.084100000000000022 0.10893000000000001 -0.084674999999999986
decision_type=2 2 2 2 2
left_child=1 2 3 4 -1
right_child=-2 -3 -4 -5 -6
leaf_value=4.7523671817359941e-05 -0.00020114139589952945 0.00026107744415463134 -0.0002854261203980202 -0.0001778678416082657 0.0004428417655960575
leaf_weight=0.0015367498040877604 0.0010188681137721619 0.0011479681756818598 0.0015119202857625151 0.001360350117772018 0.0010936316933486596
leaf_count=420 349 600 1212 223 317
internal_value=0 2.75978e-05 -2.1111e-05 7.90269e-05 0.000211885
internal_weight=0 0.00665062 0.00550265 0.00399073 0.00263038
internal_count=3121 2772 2172 960 737
is_linear=0
shrinkage=0.00196078


Tree=9880
num_leaves=6
num_cat=0
split_feature=16 4 2 4 1
split_gain=7.98764e-06 2.18139e-05 2.42282e-05 1.38394e-05 2.238e-05
threshold=-0.48836499999999994 0.098655000000000007 0.10644500000000001 -0.084369999999999987 0.089175000000000018
decision_type=2 2 2 2 2
left_child=-1 2 3 -2 -5
right_child=1 -3 -4 4 -6
leaf_value=0.0074972463548827369 -0.010744065660064127 -0.013159103357574937 0.013871052300384393 0.011992800444804864 -0.0073620075870124597
leaf_weight=0.0011804503439036542 0.0013059892660494134 0.0012702725649079392 0.0012033042405519417 0.0011636484782496035 0.0012277614976991395
leaf_count=274 518 291 411 1161 466
internal_value=0 -0.00148106 0.00154592 -0.00246525 0.00205595
internal_weight=0 0.00617098 0.0049007 0.0036974 0.00239141
internal_count=3121 2847 2556 2145 1627
is_linear=0
shrinkage=0.1


Tree=9881
num_leaves=7
num_cat=0
split_feature=12 51 1 52 16 16
split_gain=7.57767e-06 1.79758e-05 3.23288e-05 3.12841e-05 1.65011e-05 7.56546e-06
threshold=-0.010834999999999999 0.087505000000000013 0.09253500000000002 0.090245000000000006 -0.25582999999999995 -0.083134999999999987
decision_type=2 2 2 2 2 2
left_child=-1 2 3 5 -4 -2
right_child=1 -3 4 -5 -6 -7
leaf_value=0.0079565492128072148 0.020281321841540089 -0.013467691578743612 0.0001029993602990488 -0.0061330496641770352 -0.017744856349399717 0.0082573736550871513
leaf_weight=0.0010213658212157506 0.0010893215458344762 0.0010222808336201273 0.0010465246410709167 0.0011305683997545487 0.0010257316703883412 0.0010070608109973664
leaf_count=421 405 378 171 443 377 926
internal_value=0 -0.0013267 0.00101545 0.00727458 -0.00873139 0.0145053
internal_weight=0 0.00632149 0.00529921 0.00322695 0.00207226 0.00209638
internal_count=3121 2700 2322 1774 548 1331
is_linear=0
shrinkage=0.1


Tree=9882
num_leaves=6
num_cat=0
split_feature=15 12 3 15 2
split_gain=8.3322e-06 2.41218e-05 3.84516e-05 3.34526e-05 2.78131e-05
threshold=0.035560000000000008 0.051320000000000005 -0.10519499999999998 -0.037864999999999989 0.10444500000000002
decision_type=2 2 2 2 2
left_child=1 3 -3 4 -1
right_child=-2 2 -4 -5 -6
leaf_value=-0.012276721055675099 -0.0061764702211096253 0.0086099967027826307 -0.017467936715154102 0.020684248327009224 0.010527425291545251
leaf_weight=0.0010109206830072519 0.001696270000977349 0.0010046092701724934 0.0012933322742633359 0.0011912814077856193 0.0011356838699519698
leaf_count=256 1180 224 968 200 293
internal_value=0 0.00181759 -0.00606724 0.00724584 -0.000211946
internal_weight=0 0.00563583 0.00229794 0.00333789 0.0021466
internal_count=3121 1941 1192 749 549
is_linear=0
shrinkage=0.1


Tree=9883
num_leaves=5
num_cat=0
split_feature=457 15 43 2
split_gain=1.486e-05 2.39704e-05 2.61799e-05 4.52054e-05
threshold=0.032140000000000009 1.0000000180025095e-35 -0.04890499999999999 0.098260000000000014
decision_type=2 2 2 2
left_child=1 2 -1 -4
right_child=-2 -3 3 -5
leaf_value=0.00022425031692594911 0.00021716763174797499 -0.00023520807973113577 -0.00035369671497193742 0.00012027550514351152
leaf_weight=0.0017568794995132578 0.0010127102165991856 0.0017463235077110548 0.0013093667076179531 0.0018909103669547899
leaf_count=907 296 1167 356 395
internal_value=0 -3.76606e-05 3.19321e-05 -7.36463e-05
internal_weight=0 0.00670348 0.00495716 0.00320028
internal_count=3121 2825 1658 751
is_linear=0
shrinkage=0.00196078


Tree=9884
num_leaves=5
num_cat=0
split_feature=457 1 4 3
split_gain=2.19227e-05 2.72297e-05 3.93624e-05 2.67156e-05
threshold=0.069910000000000014 0.111945 -0.0029599999999999995 -0.042499999999999989
decision_type=2 2 2 2
left_child=1 2 3 -1
right_child=-2 -3 -4 -5
leaf_value=-0.00012235049256403155 0.00026789264012109918 0.00015174954435088028 -0.00033557624268826209 0.00026415941984743078
leaf_weight=0.0018250702749737454 0.0010044067470514851 0.0019802855910482642 0.0019633828233211188 0.0011031196159763607
leaf_count=1582 267 455 635 182
internal_value=0 -4.22384e-05 -0.000120772 2.32571e-05
internal_weight=0 0.00687186 0.00489157 0.00292819
internal_count=3121 2854 2399 1764
is_linear=0
shrinkage=0.00196078


Tree=9885
num_leaves=7
num_cat=0
split_feature=457 15 43 52 2 3
split_gain=2.42122e-05 3.139e-05 3.34172e-05 4.09832e-05 3.04619e-05 2.46243e-05
threshold=0.069910000000000014 0.088655000000000025 -0.04890499999999999 0.077655000000000016 0.10467500000000002 -0.084074999999999997
decision_type=2 2 2 2 2 2
left_child=1 2 5 4 -4 -1
right_child=-2 -3 3 -5 -6 -7
leaf_value=-1.6444576171432165e-06 0.00028378066718715001 -0.00036154023740945634 -0.00045331853271489696 0.00018882053017304443 -2.1339110058670816e-05 0.00042123802537762719
leaf_weight=0.0010587968002039967 0.0010038309415156951 0.0010099143622943271 0.0012892692530080952 0.0012730009246237585 0.0012229278470077267 0.0010588042930771147
leaf_count=461 267 662 409 410 279 633
internal_value=0 -4.21013e-05 1.25517e-05 -9.7796e-05 -0.000243033 0.000209798
internal_weight=0 0.00691271 0.0059028 0.0037852 0.0025122 0.0021176
internal_count=3121 2854 2192 1098 688 1094
is_linear=0
shrinkage=0.00196078


Tree=9886
num_leaves=5
num_cat=0
split_feature=42 43 13 15
split_gain=8.09973e-06 1.51434e-05 1.85501e-05 1.95599e-05
threshold=-1.0000000180025095e-35 -0.052894999999999991 -0.095304999999999987 -0.074054999999999996
decision_type=2 2 2 2
left_child=-1 -2 -3 -4
right_child=1 2 3 -5
leaf_value=-0.0074355574665537511 0.0094186475746193769 0.0074772364860978269 0.0011373494014505874 -0.015308740089963449
leaf_weight=0.0012306622190528197 0.0017176583338963346 0.0014776786025815507 0.0016052427647846197 0.0013160737720013976
leaf_count=862 1041 312 208 698
internal_value=0 0.0014559 -0.00165328 -0.00627173
internal_weight=0 0.00611665 0.004399 0.00292132
internal_count=3121 2259 1218 906
is_linear=0
shrinkage=0.1


Tree=9887
num_leaves=6
num_cat=0
split_feature=42 133 16 51 4
split_gain=8.19976e-06 1.73658e-05 2.83027e-05 4.24258e-05 8.87266e-05
threshold=0.092620000000000022 0.083950000000000011 0.013515000000000001 0.078435000000000019 0.053180000000000012
decision_type=2 2 2 2 2
left_child=1 2 3 4 -1
right_child=-2 -3 -4 -5 -6
leaf_value=-0.035912593030174904 -0.0078767640161827371 0.012372793334443291 0.0099314713372658601 0.011103766217563664 0.0026619754026275047
leaf_weight=0.0010166543742385777 0.0011273292222429574 0.0011694316538097774 0.001581614346592636 0.001004373136049912 0.0014420842171760221
leaf_count=842 630 709 390 253 297
internal_value=0 0.00139316 -0.00115206 -0.00621394 -0.0132881
internal_weight=0 0.00621416 0.00504473 0.00346311 0.00245874
internal_count=3121 2491 1782 1392 1139
is_linear=0
shrinkage=0.1


Tree=9888
num_leaves=7
num_cat=0
split_feature=403 13 12 3 3 48
split_gain=2.39569e-05 5.45462e-05 7.18555e-05 8.53334e-05 4.05825e-05 2.48531e-05
threshold=0.03138500000000001 0.11217000000000001 0.084100000000000022 -0.077774999999999983 0.12178000000000001 0.083985000000000018
decision_type=2 2 2 2 2 2
left_child=1 2 4 -4 5 -1
right_child=-2 -3 3 -5 -6 -7
leaf_value=2.6557751162857088e-05 0.00028515083566936315 0.00035008404014240445 -0.00068010814672304627 6.5932218187919641e-05 -0.00026208721908800407 0.00042045407356990685
leaf_weight=0.0014004128708578834 0.0010050170640247226 0.0011639274833153863 0.001432715942279787 0.0010015078537258999 0.0010339546497029244 0.0010992751781027862
leaf_count=504 376 172 1264 420 163 222
internal_value=0 -3.82088e-05 -0.000113939 -0.000373166 6.46359e-05 0.00019978
internal_weight=0 0.00713179 0.00596787 0.00243422 0.00353364 0.00249969
internal_count=3121 2745 2573 1684 889 726
is_linear=0
shrinkage=0.00196078


Tree=9889
num_leaves=6
num_cat=0
split_feature=457 133 43 13 15
split_gain=1.53814e-05 2.17636e-05 6.01053e-05 4.47778e-05 3.90994e-05
threshold=0.032140000000000009 0.091410000000000005 -0.067899999999999974 -0.095304999999999987 -1.0000000180025095e-35
decision_type=2 2 2 2 2
left_child=1 2 -1 -4 -5
right_child=-2 -3 3 4 -6
leaf_value=0.00029378033083006532 0.00022008218527802217 -0.00030191729193424307 0.00018125571870168707 -8.6922905588754774e-05 -0.00058029012727568057
leaf_weight=0.0018895850775580898 0.0010107578193932218 0.0010279508604181279 0.0011866750157244871 0.0015913607528062464 0.0010092403510820692
leaf_count=900 296 576 270 368 711
internal_value=0 -3.93925e-05 8.14476e-06 -0.000134367 -0.000278389
internal_weight=0 0.00670481 0.00567686 0.00378728 0.0026006
internal_count=3121 2825 2249 1349 1079
is_linear=0
shrinkage=0.00196078


Tree=9890
num_leaves=6
num_cat=0
split_feature=0 2 12 2 3
split_gain=7.49295e-06 1.85259e-05 1.82501e-05 2.03751e-05 2.10297e-05
threshold=-0.060129999999999996 0.10097500000000002 0.090995000000000006 0.088225000000000012 0.097915000000000016
decision_type=2 2 2 2 2
left_child=2 -2 3 -1 -5
right_child=1 -3 -4 4 -6
leaf_value=-0.010117369388096313 0.011989298736615287 -0.005745955492730364 -0.013367026543207107 0.015135292570897844 -0.0026948092760775018
leaf_weight=0.0011390296423184326 0.0014001023998405195 0.0010166697660525473 0.0011392373398073042 0.0012737283445895119 0.001376212683246615
leaf_count=1021 262 311 813 522 192
internal_value=0 0.00452856 -0.0022691 0.00106774 0.00587546
internal_weight=0 0.00241677 0.00492821 0.00378897 0.00264994
internal_count=3121 573 2548 1735 714
is_linear=0
shrinkage=0.1


Tree=9891
num_leaves=7
num_cat=0
split_feature=457 1 4 0 1 13
split_gain=2.33551e-05 2.603e-05 3.17682e-05 2.2472e-05 1.94067e-05 7.74401e-06
threshold=0.045365000000000009 0.11588000000000001 -0.082109999999999975 -0.10011499999999998 0.097525000000000014 -0.0034749999999999994
decision_type=2 2 2 2 2 2
left_child=1 2 5 4 -4 -1
right_child=-2 -3 3 -5 -6 -7
leaf_value=0.00020054703211234008 0.00027637816459816537 0.00018128116292766326 7.2632513687662616e-05 -0.00046153121571642042 -0.00030553246708926106 -3.9008615041427743e-05
leaf_weight=0.0010227328676100957 0.0010040100066734557 0.0015267647718443618 0.0010578757457463033 0.0010871212844175606 0.0010294417623739249 0.00105296771202984
leaf_count=382 289 382 222 1398 124 324
internal_value=0 -4.40654e-05 -0.000109597 -0.000232933 -0.000113874 7.90245e-05
internal_weight=0 0.0067769 0.00525014 0.00317444 0.00208732 0.0020757
internal_count=3121 2832 2450 1744 346 706
is_linear=0
shrinkage=0.00196078


Tree=9892
num_leaves=5
num_cat=0
split_feature=42 0 3 1
split_gain=7.53903e-06 1.24638e-05 2.84061e-05 2.20468e-05
threshold=-1.0000000180025095e-35 -0.060129999999999996 -0.078934999999999991 0.094385000000000011
decision_type=2 2 2 2
left_child=-1 2 -2 -4
right_child=1 -3 3 -5
leaf_value=-0.00718051591166488 -0.015227301028453001 0.0082480954943927581 -0.0064106495557949717 0.010532952490160206
leaf_weight=0.0012282410807004174 0.0011223721241981591 0.0018544948641999615 0.0013388450640619827 0.0018009841690556005
leaf_count=862 913 484 405 457
internal_value=0 0.00140471 -0.00157287 0.00330808
internal_weight=0 0.0061167 0.0042622 0.00313983
internal_count=3121 2259 1775 862
is_linear=0
shrinkage=0.1


Tree=9893
num_leaves=6
num_cat=0
split_feature=49 160 52 12 0
split_gain=2.09477e-05 3.70877e-05 3.79898e-05 4.55729e-05 7.45979e-05
threshold=-0.081404999999999991 -0.063384999999999983 -0.07167999999999998 0.090840000000000018 -0.10224499999999999
decision_type=2 2 2 2 2
left_child=-1 -2 -3 4 -4
right_child=1 2 3 -5 -6
leaf_value=0.0002423896449580568 0.00023840581552034293 -0.00042821190921398585 -0.00023069869717541079 -0.00030967528216594033 0.0004027692336444041
leaf_weight=0.0011268527976104571 0.001409749066231398 0.0011904137016420504 0.0013234546429210575 0.0015051189097319657 0.0015538885407055504
leaf_count=240 749 610 240 553 729
internal_value=0 -4.57157e-05 -0.000117589 -3.3214e-05 0.000111401
internal_weight=0 0.00698262 0.00557288 0.00438246 0.00287734
internal_count=3121 2881 2132 1522 969
is_linear=0
shrinkage=0.00196078


Tree=9894
num_leaves=6
num_cat=0
split_feature=51 160 43 15 3
split_gain=8.03935e-06 2.16755e-05 2.66133e-05 3.04551e-05 4.2842e-05
threshold=0.087505000000000013 -0.027994999999999996 -0.15323999999999996 0.040760000000000005 -0.013929999999999998
decision_type=2 2 2 2 2
left_child=1 -1 -3 4 -4
right_child=-2 2 3 -5 -6
leaf_value=0.013590443353798252 -0.0078677569752068719 0.012930103974808552 -0.02633466352532416 0.0089558654432879345 -0.0012502252851100725
leaf_weight=0.0011764013901177407 0.0011116580275149961 0.0010230086834561482 0.0010770868252606156 0.001112898358045723 0.0018508606723806362
leaf_count=691 435 178 674 805 338
internal_value=0 0.00136271 -0.00147795 -0.0051256 -0.0104779
internal_weight=0 0.00624026 0.00506385 0.00404085 0.00292795
internal_count=3121 2686 1995 1817 1012
is_linear=0
shrinkage=0.1


Tree=9895
num_leaves=5
num_cat=0
split_feature=42 43 16 4
split_gain=7.51794e-06 1.31249e-05 2.17014e-05 1.73244e-05
threshold=-1.0000000180025095e-35 -0.052894999999999991 0.064860000000000015 0.033845000000000007
decision_type=2 2 2 2
left_child=-1 -2 3 -3
right_child=1 2 -4 -5
leaf_value=-0.0071741335162240696 0.0088446723739888308 0.0098993128126956872 -0.014268976242495549 -0.0044278435544374576
leaf_weight=0.0012269815435733593 0.0017079252753446393 0.0016061811332472912 0.0010199470829445985 0.0017785647265489315
leaf_count=862 1041 666 225 327
internal_value=0 0.00140322 -0.00148222 0.0023709
internal_weight=0 0.00611262 0.00440469 0.00338475
internal_count=3121 2259 1218 993
is_linear=0
shrinkage=0.1


Tree=9896
num_leaves=6
num_cat=0
split_feature=51 160 43 2 16
split_gain=7.25847e-06 1.71152e-05 2.11623e-05 2.78042e-05 6.05362e-05
threshold=0.087505000000000013 -0.027994999999999996 -0.15323999999999996 0.10613000000000002 -0.083134999999999987
decision_type=2 2 2 2 2
left_child=1 -1 -3 4 -4
right_child=-2 2 3 -5 -6
leaf_value=0.012170298180897323 -0.0074846150347346405 0.011634208364678357 0.015909281951356598 -0.016089223429371115 -0.014261988119056455
leaf_weight=0.0011749803925537525 0.0011081154418650764 0.0010205124081077068 0.0013885273686754056 0.0013655549422081532 0.001276241458953196
leaf_count=691 435 178 556 397 864
internal_value=0 0.00129955 -0.00122933 -0.00448648 0.00145931
internal_weight=0 0.00622582 0.00505084 0.00403032 0.00266477
internal_count=3121 2686 1995 1817 1420
is_linear=0
shrinkage=0.1


Tree=9897
num_leaves=6
num_cat=0
split_feature=1 12 2 3 52
split_gain=1.60423e-05 2.39015e-05 2.94752e-05 2.22763e-05 1.38093e-05
threshold=0.10557500000000002 0.088245000000000004 0.092365000000000017 0.11296500000000002 0.08976000000000002
decision_type=2 2 2 2 2
left_child=1 2 -1 -2 -3
right_child=3 4 -4 -5 -6
leaf_value=-3.8995483086996514e-05 0.00024798170798462875 -9.0979635625063106e-05 -0.0004688201514660765 -9.4477122283206331e-05 0.00022134389178811721
leaf_weight=0.0015857909363603032 0.0017517363875813427 0.0010343716575041803 0.0010003027175625443 0.0012523731411410266 0.0011487440636505149
leaf_count=979 457 793 272 203 417
internal_value=0 -7.77152e-05 -0.000205252 0.000105215 7.33634e-05
internal_weight=0 0.00476921 0.00258609 0.00300411 0.00218312
internal_count=3121 2461 1251 660 1210
is_linear=0
shrinkage=0.00196078


Tree=9898
num_leaves=6
num_cat=0
split_feature=43 133 1 4 2
split_gain=8.76224e-06 2.42686e-05 3.37975e-05 2.00309e-05 1.75368e-05
threshold=-0.09225499999999999 0.076280000000000014 0.104035 -0.0016099999999999997 0.11389000000000002
decision_type=2 2 2 2 2
left_child=-1 2 3 -2 -4
right_child=1 -3 4 -5 -6
leaf_value=-0.0065618608033932435 -0.0017414567161052122 0.01580036497497184 0.016899059799777995 -0.019794926546245109 -0.0011630661589441343
leaf_weight=0.0016044524095376956 0.0015285576459984872 0.0010179506800942076 0.0010922951054354679 0.0010278379909285009 0.0010584106852859719
leaf_count=476 972 827 251 352 243
internal_value=0 0.00179978 -0.00122796 -0.00900013 0.00801028
internal_weight=0 0.00572505 0.0047071 0.0025564 0.00215071
internal_count=3121 2645 1818 1324 494
is_linear=0
shrinkage=0.1


Tree=9899
num_leaves=6
num_cat=0
split_feature=51 151 1 0 12
split_gain=8.37691e-06 1.44443e-05 4.55875e-05 4.70874e-05 1.91409e-05
threshold=-0.076794999999999988 -0.024429999999999997 0.10937500000000001 -0.10224499999999999 0.092355000000000007
decision_type=2 2 2 2 2
left_child=-1 -2 3 -3 -5
right_child=1 2 -4 4 -6
leaf_value=-0.0078132893734428922 0.012077893902109706 -0.024757483679746756 0.016077050258261637 0.0065638036493958444 -0.010415688665679409
leaf_weight=0.0011624495506388785 0.0010576249711399428 0.0010005839403630585 0.0012221998103572867 0.0018370899459218663 0.001039638019030702
leaf_count=537 430 252 343 998 561
internal_value=0 0.0014424 -0.000763371 -0.00607178 0.000427483
internal_weight=0 0.00615714 0.00509951 0.00387731 0.00287673
internal_count=3121 2584 2154 1811 1559
is_linear=0
shrinkage=0.1


Tree=9900
num_leaves=6
num_cat=0
split_feature=457 0 3 4 0
split_gain=2.68089e-05 2.70048e-05 3.50803e-05 4.67488e-05 4.04022e-05
threshold=0.069910000000000014 -0.14920999999999998 -0.078934999999999991 -0.082109999999999975 -0.084144999999999984
decision_type=2 2 2 2 2
left_child=1 -1 3 -3 -4
right_child=-2 2 4 -5 -6
leaf_value=-0.00027372754172138143 0.00028355427426473174 8.585369056515361e-05 0.00042438795287930815 -0.00047810605671354066 -3.7016789869314214e-05
leaf_weight=0.0016650177096735946 0.0010263133234303234 0.0012399074464552666 0.0012316440724693975 0.0010383651881309196 0.0017900606044166307
leaf_count=223 267 552 367 1016 696
internal_value=0 -5.58976e-05 1.25349e-05 -0.000171181 0.000151051
internal_weight=0 0.006965 0.00529998 0.00227827 0.0030217
internal_count=3121 2854 2631 1568 1063
is_linear=0
shrinkage=0.00196078


Tree=9901
num_leaves=6
num_cat=0
split_feature=13 3 4 16 4
split_gain=1.7535e-05 2.74041e-05 3.65763e-05 3.95177e-05 2.41667e-05
threshold=-0.23438999999999996 0.11296500000000002 0.0061450000000000003 -0.094359999999999986 -0.076229999999999978
decision_type=2 2 2 2 2
left_child=-1 2 4 -4 -2
right_child=1 -3 3 -5 -6
leaf_value=0.00023913775833450974 -1.7465115303448343e-06 -0.00033105118498930069 -4.3655912817528638e-05 0.0004341522168286729 -0.00036656827489866726
leaf_weight=0.0010057494172645218 0.0019533143293431832 0.0010404587131087294 0.0014065551946712863 0.0012631271515830501 0.0010863450722781781
leaf_count=169 1023 100 417 301 1111
internal_value=0 -3.8385e-05 1.49499e-05 0.000182413 -0.00013213
internal_weight=0 0.0067498 0.00570934 0.00266968 0.00303966
internal_count=3121 2952 2852 718 2134
is_linear=0
shrinkage=0.00196078


Tree=9902
num_leaves=5
num_cat=0
split_feature=15 3 3 1
split_gain=8.03888e-06 2.21467e-05 3.60085e-05 0.000108368
threshold=0.035560000000000008 -0.077774999999999983 0.10893000000000001 0.094090000000000021
decision_type=2 2 2 2
left_child=1 -1 3 -3
right_child=-2 2 -4 -5
leaf_value=-0.008050658884103461 -0.006094658715156913 -0.0059779619810958647 -0.0052853815523523631 0.037488737900762008
leaf_weight=0.0016309663306972077 0.0016865828831352531 0.0012546136129657636 0.0016981711217805462 0.0010566379458120095
leaf_count=965 1180 389 240 347
internal_value=0 0.00177402 0.00577053 0.0138938
internal_weight=0 0.00564039 0.00400942 0.00231125
internal_count=3121 1941 976 736
is_linear=0
shrinkage=0.1


Tree=9903
num_leaves=5
num_cat=0
split_feature=0 1 47 16
split_gain=9.03263e-06 2.16983e-05 2.24448e-05 1.70894e-05
threshold=0.041630000000000007 0.077565000000000009 1.0000000180025095e-35 -0.008904999999999998
decision_type=2 2 2 2
left_child=1 -1 3 -3
right_child=-2 2 -4 -5
leaf_value=-0.013580357099217927 0.0073891532527003536 0.0012553667099355753 -0.007433700219711889 0.017314021102790633
leaf_weight=0.0012217808484750459 0.0013401457877448252 0.0019416656672092795 0.0018007459828360394 0.0010060486412230233
leaf_count=1554 252 681 341 293
internal_value=0 -0.00169544 0.00136256 0.00673615
internal_weight=0 0.00597024 0.00474846 0.00294771
internal_count=3121 2869 1315 974
is_linear=0
shrinkage=0.1


Tree=9904
num_leaves=6
num_cat=0
split_feature=457 15 52 3 12
split_gain=1.62064e-05 2.63891e-05 2.4387e-05 3.21301e-05 4.13887e-05
threshold=0.032140000000000009 1.0000000180025095e-35 -0.081934999999999994 0.090900000000000009 1.0000000180025095e-35
decision_type=2 2 2 2 2
left_child=1 2 -1 4 -4
right_child=-2 -3 3 -5 -6
leaf_value=0.00028262439614280138 0.00022629923974228157 -0.00024557911757933163 0.00039700009938292572 -0.00025319617972297497 -0.00013520038180066534
leaf_weight=0.0011606308176044522 0.0010182100641955632 0.0017606748157709615 0.001039065989669018 0.0016093353987779724 0.0012231621190016333
leaf_count=567 296 1167 263 183 645
internal_value=0 -3.89677e-05 3.33219e-05 -4.14149e-05 0.000109245
internal_weight=0 0.00679287 0.00503219 0.00387156 0.00226223
internal_count=3121 2825 1658 1091 908
is_linear=0
shrinkage=0.00196078


Tree=9905
num_leaves=6
num_cat=0
split_feature=457 1 0 2 1
split_gain=2.36009e-05 2.83522e-05 4.16973e-05 2.75282e-05 8.31616e-05
threshold=0.069910000000000014 0.11588000000000001 0.13134000000000004 0.092365000000000017 0.088485000000000022
decision_type=2 2 2 2 2
left_child=1 2 3 4 -1
right_child=-2 -3 -4 -5 -6
leaf_value=0.00024285998400527781 0.0002782906437930242 0.00019197250909292241 0.00025113498956946681 -0.0003817832057997226 -0.00046408422091043217
leaf_weight=0.0014724002611310771 0.0010135384809563967 0.0015446718098065899 0.0010023866724684421 0.0017597352413118387 0.0011312977747953261
leaf_count=1129 267 382 70 839 434
internal_value=0 -4.21097e-05 -0.000109496 -0.000192341 -6.43048e-05
internal_weight=0 0.00691049 0.00536582 0.00436343 0.0026037
internal_count=3121 2854 2472 2402 1563
is_linear=0
shrinkage=0.00196078


Tree=9906
num_leaves=6
num_cat=0
split_feature=457 151 4 16 2
split_gain=2.70133e-05 2.75943e-05 3.77587e-05 4.21457e-05 2.52856e-05
threshold=0.069910000000000014 -0.0056149999999999993 0.24564500000000003 -0.091354999999999978 0.088555000000000009
decision_type=2 2 2 2 2
left_child=1 -1 3 -3 -5
right_child=-2 2 -4 4 -6
leaf_value=-0.00034216857098987963 0.00029623169252824839 -0.00042618881562126652 0.00031400587713604952 0.00020200296862101975 -0.00012945374284191471
leaf_weight=0.0010293954494336455 0.0010168283151648101 0.0010218930049166485 0.0012117753748661824 0.0016631047308569371 0.0018909928148093905
leaf_count=339 267 415 324 957 819
internal_value=0 -4.63662e-05 6.24442e-06 -7.52544e-05 2.56481e-05
internal_weight=0 0.00681716 0.00578777 0.00457599 0.0035541
internal_count=3121 2854 2515 2191 1776
is_linear=0
shrinkage=0.00196078


Tree=9907
num_leaves=6
num_cat=0
split_feature=457 15 52 52 4
split_gain=1.59533e-05 2.40763e-05 2.16083e-05 3.59632e-05 3.06001e-05
threshold=0.032140000000000009 1.0000000180025095e-35 -0.081934999999999994 0.10347000000000002 0.24564500000000003
decision_type=2 2 2 2 2
left_child=1 2 -1 4 -4
right_child=-2 -3 3 -5 -6
leaf_value=0.0002694228027142216 0.00022581847152408312 -0.00023517172707882738 -0.00036232806976220641 0.00024971721719748856 5.5942948529846539e-05
leaf_weight=0.0011407144511591839 0.001023752268060063 0.0017450916232808452 0.0014058704767366402 0.0011676188319092859 0.0012890386458773019
leaf_count=567 296 1167 516 304 271
internal_value=0 -3.68626e-05 3.23061e-05 -3.77212e-05 -0.000162259
internal_weight=0 0.00674833 0.00500324 0.00386253 0.00269491
internal_count=3121 2825 1658 1091 787
is_linear=0
shrinkage=0.00196078


Tree=9908
num_leaves=6
num_cat=0
split_feature=51 49 42 16 2
split_gain=9.22378e-06 1.39838e-05 2.55176e-05 1.99612e-05 2.42596e-05
threshold=-0.076794999999999988 -0.043469999999999995 0.088575000000000015 0.023255000000000001 0.091185000000000002
decision_type=2 2 2 2 2
left_child=-1 -2 3 4 -3
right_child=1 2 -4 -5 -6
leaf_value=-0.0082006868365164329 0.010126823199066248 0.0072298848741510343 -0.015039443988042897 0.014157339801956931 -0.012034152176158972
leaf_weight=0.0011634549478925305 0.0014421751727029235 0.0013685182377541063 0.001030455167080592 0.0010849920507540129 0.0012515637368914747
leaf_count=537 358 907 698 222 399
internal_value=0 0.00150549 -0.00112008 0.00275118 -0.00197218
internal_weight=0 0.0061777 0.00473553 0.00370507 0.00262008
internal_count=3121 2584 2226 1528 1306
is_linear=0
shrinkage=0.1


Tree=9909
num_leaves=5
num_cat=0
split_feature=457 15 43 2
split_gain=2.93378e-05 3.08027e-05 2.7773e-05 5.61204e-05
threshold=0.069910000000000014 1.0000000180025095e-35 -0.04890499999999999 0.098260000000000014
decision_type=2 2 2 2
left_child=1 2 -1 -4
right_child=-2 -3 3 -5
leaf_value=0.00022208747563754093 0.00030632232400312656 -0.00027013023539575193 -0.00038020207351926923 0.00013537202932659275
leaf_weight=0.0018263433564447654 0.0010227795281910002 0.0018009555391472441 0.0013874842449572494 0.0019560081926171796
leaf_count=933 267 1167 358 396
internal_value=0 -4.92943e-05 2.76358e-05 -7.85812e-05
internal_weight=0 0.00697079 0.00516984 0.00334349
internal_count=3121 2854 1687 754
is_linear=0
shrinkage=0.00196078


Tree=9910
num_leaves=6
num_cat=0
split_feature=42 160 151 4 16
split_gain=7.84183e-06 1.39951e-05 2.23857e-05 4.3494e-05 3.94508e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.0056149999999999993 0.076415000000000025 -0.056919999999999991
decision_type=2 2 2 2 2
left_child=-1 -2 -3 4 -4
right_child=1 2 3 -5 -6
leaf_value=-0.0073138164510185774 -0.0074035990137386078 -0.0090180750211047121 0.015346440506314039 0.023727345388700846 -0.010007444277416164
leaf_weight=0.0012312412467012012 0.0013857722020734929 0.0010294305094143783 0.0010366775447691759 0.0011569468147001726 0.0015042139674318852
leaf_count=862 828 307 429 234 461
internal_value=0 0.00143367 0.00402426 0.00765508 0.000336879
internal_weight=0 0.00611304 0.00472727 0.00369784 0.00254089
internal_count=3121 2259 1431 1124 890
is_linear=0
shrinkage=0.1


Tree=9911
num_leaves=5
num_cat=0
split_feature=457 15 43 2
split_gain=1.41123e-05 2.64467e-05 2.01605e-05 3.84079e-05
threshold=0.032140000000000009 1.0000000180025095e-35 -0.04890499999999999 0.098260000000000014
decision_type=2 2 2 2
left_child=1 2 -1 -4
right_child=-2 -3 3 -5
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leaf_weight=0.0017615105583673242 0.0010151344689165289 0.0017333445500318087 0.0013058848798616393 0.0019196722770029072
leaf_count=907 296 1167 356 395
internal_value=0 -3.74113e-05 3.51054e-05 -5.70241e-05
internal_weight=0 0.00672041 0.00498707 0.00322556
internal_count=3121 2825 1658 751
is_linear=0
shrinkage=0.00196078


Tree=9912
num_leaves=6
num_cat=0
split_feature=52 52 160 16 0
split_gain=1.13829e-05 2.22017e-05 3.01064e-05 3.5618e-05 2.60988e-05
threshold=0.11434500000000002 0.070205000000000017 -0.027994999999999996 -0.056919999999999991 -0.11756999999999999
decision_type=2 2 2 2 2
left_child=1 2 -1 4 -4
right_child=-2 -3 3 -5 -6
leaf_value=0.0002752675786876406 -0.00018202394676739955 0.00026616457258852889 -0.00014021183879118983 -0.00034838217704758769 0.00023233477286890305
leaf_weight=0.0010218430075107643 0.0011957616848337019 0.001208174337902713 0.0016158479193177856 0.0014616584217428319 0.0013083606385218736
leaf_count=469 501 562 238 818 533
internal_value=0 2.58551e-05 -2.78341e-05 -9.84524e-05 2.64744e-05
internal_weight=0 0.00661588 0.00540771 0.00438587 0.00292421
internal_count=3121 2620 2058 1589 771
is_linear=0
shrinkage=0.00196078


Tree=9913
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leaf_weight=0.0012306263521949167 0.0013475796810185131 0.00130886508997932 0.0016527250951610768 0.0018084952488276144
leaf_count=1554 252 563 300 452
internal_value=0 -0.00160611 0.00116533 0.00585266
internal_weight=0 0.00600071 0.00477009 0.00311736
internal_count=3121 2869 1315 1015
is_linear=0
shrinkage=0.1


Tree=9914
num_leaves=7
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split_feature=457 2 52 0 13 4
split_gain=2.95937e-05 2.84475e-05 5.42982e-05 3.60856e-05 5.11702e-05 1.69742e-05
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decision_type=2 2 2 2 2 2
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leaf_count=772 267 482 472 607 376 145
internal_value=0 -4.79544e-05 -0.000122139 -2.39164e-05 0.000149534 -0.000214088
internal_weight=0 0.00708109 0.00522086 0.00420603 0.00219973 0.0020063
internal_count=3121 2854 2372 1900 983 917
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shrinkage=0.00196078


Tree=9915
num_leaves=6
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split_feature=457 42 2 1 2
split_gain=3.23164e-05 2.62176e-05 3.76159e-05 4.69211e-05 2.70773e-05
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decision_type=2 2 2 2 2
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leaf_weight=0.0010619684042494802 0.0010460968208343083 0.001311965011706712 0.0017786282798308711 0.0018861601753432824 0.0010372328103467917
leaf_count=423 267 919 437 686 389
internal_value=0 -5.05978e-05 -0.000100752 -0.000201244 -1.63178e-05
internal_weight=0 0.00707595 0.00601399 0.00423536 0.0023492
internal_count=3121 2854 2431 1994 1308
is_linear=0
shrinkage=0.00196078


Tree=9916
num_leaves=6
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split_feature=48 0 1 0 16
split_gain=7.39487e-06 4.88048e-05 2.99048e-05 5.46298e-05 2.73953e-05
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decision_type=2 2 2 2 2
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leaf_weight=0.0010270456781063231 0.0012023772649023892 0.0010595273064827413 0.0012231036413410737 0.0013210259180048715 0.001535393248762502
leaf_count=286 89 500 354 965 927
internal_value=0 0.00472328 -0.00214507 -0.00643971 0.000672245
internal_weight=0 0.0022619 0.00510657 0.00388346 0.00285642
internal_count=3121 589 2532 2178 1892
is_linear=0
shrinkage=0.1


Tree=9917
num_leaves=7
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split_feature=52 52 12 4 1 16
split_gain=8.48411e-06 2.05327e-05 2.72641e-05 4.11625e-05 4.52714e-05 5.05646e-05
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decision_type=2 2 2 2 2 2
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leaf_value=-0.022343375922191738 -0.0080497626870583271 0.013500119718712204 0.013363860253627359 -0.0061754746136922813 -0.016045916379684205 0.02555509482104551
leaf_weight=0.0010215793036421417 0.0011193044358374163 0.001145724743086704 0.0010130029603700021 0.0010085571723980739 0.0010439932663692288 0.001000340152464686
leaf_count=586 501 562 410 206 250 606
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internal_weight=0 0.0062332 0.00508747 0.00407447 0.00305289 0.0020089
internal_count=3121 2620 2058 1648 1062 812
is_linear=0
shrinkage=0.1


Tree=9918
num_leaves=5
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split_feature=457 15 43 2
split_gain=1.33242e-05 2.90062e-05 2.46769e-05 4.2457e-05
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decision_type=2 2 2 2
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right_child=-2 -3 3 -5
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leaf_weight=0.0018047302367254219 0.0010224182159740145 0.001760803634850228 0.0013167506868212635 0.0019180620050944337
leaf_count=907 296 1167 356 395
internal_value=0 -2.93212e-05 4.63742e-05 -5.6111e-05
internal_weight=0 0.00680035 0.00503954 0.00323481
internal_count=3121 2825 1658 751
is_linear=0
shrinkage=0.00196078


Tree=9919
num_leaves=7
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split_feature=457 12 133 1 15 16
split_gain=2.29299e-05 2.43364e-05 3.89217e-05 6.25713e-05 8.68573e-05 4.76041e-05
threshold=0.069910000000000014 -0.010834999999999999 1.0000000180025095e-35 0.080000000000000016 -0.03241999999999999 -0.095564999999999983
decision_type=2 2 2 2 2 2
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right_child=-2 2 -4 4 -6 -7
leaf_value=0.00023645248283312367 0.0002706548953312042 0.00034073721180686293 -0.00039881586354366855 0.00033807219713993743 -0.0006102818508566493 -0.00023994990512847731
leaf_weight=0.0010096639181640119 0.0010147628185821784 0.0013761502520235305 0.0012590311633994657 0.0011678381236620049 0.0010884031355035263 0.0010317454787604175
leaf_count=347 267 722 932 165 459 229
internal_value=0 -4.49261e-05 -9.28899e-05 -1.03086e-05 -0.000157235 6.69428e-05
internal_weight=0 0.00693283 0.00592317 0.00466414 0.00328799 0.00219958
internal_count=3121 2854 2507 1575 853 394
is_linear=0
shrinkage=0.00196078


Tree=9920
num_leaves=6
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split_feature=457 2 0 15 52
split_gain=2.74742e-05 2.36136e-05 2.99848e-05 2.52682e-05 3.41413e-05
threshold=0.069910000000000014 0.11293500000000002 -0.11756999999999999 -0.015744999999999999 0.090245000000000006
decision_type=2 2 2 2 2
left_child=1 2 -1 -4 -5
right_child=-2 -3 3 4 -6
leaf_value=-0.00039088715541218104 0.00029908082278482792 0.00014553727018262437 0.00017787667998184076 4.247840657065376e-05 -0.00041982850196159595
leaf_weight=0.0011735652954271243 0.0010061679576716083 0.0017962698795008667 0.0013976360978396832 0.0014694666097209443 0.001055149846689848
leaf_count=249 267 482 807 937 379
internal_value=0 -4.77739e-05 -0.000115916 -3.36425e-05 -0.00015074
internal_weight=0 0.00689209 0.00509582 0.00392225 0.00252462
internal_count=3121 2854 2372 2123 1316
is_linear=0
shrinkage=0.00196078


Tree=9921
num_leaves=6
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split_feature=457 2 0 15 52
split_gain=2.36821e-05 2.61502e-05 3.12118e-05 2.44159e-05 2.83547e-05
threshold=0.045365000000000009 0.11293500000000002 -0.11756999999999999 -0.015744999999999999 0.090245000000000006
decision_type=2 2 2 2 2
left_child=1 2 -1 -4 -5
right_child=-2 -3 3 4 -6
leaf_value=-0.00039838238174849124 0.00027854815264305812 0.00015886283983189347 0.00017624713816944863 2.9423928672541153e-05 -0.00039437541991503442
leaf_weight=0.0011641660493288794 0.0010001216022615172 0.0017934292810585974 0.0013867174019808986 0.0014470802887818074 0.001045483101473811
leaf_count=245 289 481 793 934 379
internal_value=0 -4.44945e-05 -0.000116807 -3.23073e-05 -0.000148335
internal_weight=0 0.00683688 0.00504345 0.00387928 0.00249256
internal_count=3121 2832 2351 2106 1313
is_linear=0
shrinkage=0.00196078


Tree=9922
num_leaves=6
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split_feature=16 4 3 15 43
split_gain=8.01784e-06 2.23518e-05 3.03216e-05 1.85756e-05 2.29077e-05
threshold=-0.48836499999999994 0.055260000000000011 0.10299500000000002 -0.022504999999999997 -0.081374999999999989
decision_type=2 2 2 2 2
left_child=-1 2 3 -2 -5
right_child=1 -3 -4 4 -6
leaf_value=0.0075098484828537496 0.0077271261303480014 -0.011217314467111585 0.016806186704069949 0.0032625325755582441 -0.01712518154546952
leaf_weight=0.0011823359034137722 0.0011803395422573912 0.0017065019596334899 0.0010825633507563028 0.0010158693547616768 0.0012046563639748137
leaf_count=274 748 446 139 445 1069
internal_value=0 -0.00147718 0.00223016 -0.00240969 -0.007798
internal_weight=0 0.00618993 0.00448343 0.00340087 0.00222053
internal_count=3121 2847 2401 2262 1514
is_linear=0
shrinkage=0.1


Tree=9923
num_leaves=6
num_cat=0
split_feature=133 160 42 43 48
split_gain=8.42482e-06 6.96432e-05 3.35602e-05 3.62552e-05 3.94243e-05
threshold=-0.032969999999999992 -1.0000000180025095e-35 0.088060000000000013 -0.014584999999999999 0.085845000000000019
decision_type=2 2 2 2 2
left_child=-1 -2 3 -3 -5
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leaf_value=0.0081386811148522944 -0.022228266021327464 -0.016922607659203736 0.018422844737226707 0.015519331568593975 -0.008514349596021464
leaf_weight=0.0010771966539031884 0.0012819706888830933 0.0010128336151451036 0.0012066675893976958 0.0015853784572030902 0.0011985121625844803
leaf_count=649 830 577 515 413 137
internal_value=0 -0.00143286 0.00389534 -0.00072176 0.00517242
internal_weight=0 0.00628536 0.00500339 0.00379672 0.00278389
internal_count=3121 2472 1642 1127 550
is_linear=0
shrinkage=0.1


Tree=9924
num_leaves=6
num_cat=0
split_feature=457 15 2 16 16
split_gain=2.14748e-05 2.46104e-05 2.51924e-05 2.98602e-05 2.94347e-05
threshold=0.045365000000000009 1.0000000180025095e-35 0.10912000000000001 -0.059624999999999991 0.15891500000000003
decision_type=2 2 2 2 2
left_child=1 2 3 -1 -5
right_child=-2 -3 -4 4 -6
leaf_value=-0.0003343918003790654 0.00026872664470673581 -0.00023797398932363668 0.00022345543354743592 0.00030667274007793429 -0.00014217724320061915
leaf_weight=0.0010934664211310046 0.001000647752050679 0.0017690168607248161 0.0017213095668995844 0.0010223180545923375 0.0012467443257516112
leaf_count=475 289 1167 463 446 281
internal_value=0 -3.87768e-05 3.05376e-05 -6.82188e-05 6.00505e-05
internal_weight=0 0.00685286 0.00508384 0.00336253 0.00226906
internal_count=3121 2832 1665 1202 727
is_linear=0
shrinkage=0.00196078


Tree=9925
num_leaves=6
num_cat=0
split_feature=403 13 3 15 0
split_gain=2.11934e-05 4.19907e-05 6.00229e-05 3.79716e-05 4.69932e-05
threshold=0.03138500000000001 0.11217000000000001 -0.077774999999999983 -0.031204999999999997 -0.14920999999999998
decision_type=2 2 2 2 2
left_child=1 2 -1 4 -4
right_child=-2 -3 3 -5 -6
leaf_value=-0.00042965540678131298 0.00026346547392663405 0.00030820187597926609 -4.9701735229455115e-05 -0.00022226669847816183 0.00049246082120852849
leaf_weight=0.001615419100398717 0.0010009686204132968 0.0011062478452742519 0.0015705898242584493 0.0015963109639246724 0.0010098854510581345
leaf_count=1491 376 172 147 421 514
internal_value=0 -4.18448e-05 -0.0001087 1.54332e-05 0.000162477
internal_weight=0 0.00689845 0.00579221 0.00417679 0.00258048
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is_linear=0
shrinkage=0.00196078


Tree=9926
num_leaves=6
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split_feature=42 49 1 16 2
split_gain=9.72684e-06 1.9751e-05 2.1311e-05 3.01885e-05 2.65693e-05
threshold=0.092620000000000022 -0.00064499999999999985 0.111945 -0.084119999999999986 0.090050000000000005
decision_type=2 2 2 2 2
left_child=1 -1 3 -3 -5
right_child=-2 2 -4 4 -6
leaf_value=-0.0073877623379521307 -0.0085532107570701725 -0.01275783251555921 0.017032440093345664 0.018924536404943265 -0.0027633048395113245
leaf_weight=0.001778857106293677 0.0011331341260332091 0.0010711287819192578 0.0011170679815935064 0.0010835833645982539 0.0011799994192628819
leaf_count=583 630 569 238 633 468
internal_value=0 0.0015191 0.00507813 0.00107366 0.00761872
internal_weight=0 0.00623064 0.00445178 0.00333471 0.00226358
internal_count=3121 2491 1908 1670 1101
is_linear=0
shrinkage=0.1


Tree=9927
num_leaves=5
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split_feature=15 16 2 13
split_gain=8.44287e-06 1.58196e-05 1.7402e-05 2.38837e-05
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decision_type=2 2 2 2
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leaf_value=0.0063864412242888233 -0.010250322788787687 -0.01324802564875685 0.012698338266292665 0.0047134214894234937
leaf_weight=0.0016046257418199459 0.0016038876168001197 0.0012129352056602543 0.0010321233864466822 0.0018999826255901126
leaf_count=521 459 973 378 790
internal_value=0 -0.00181733 0.00144575 -0.00228518
internal_weight=0 0.00574893 0.00414504 0.00311292
internal_count=3121 2600 2141 1763
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shrinkage=0.1


Tree=9928
num_leaves=6
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split_feature=457 15 52 52 4
split_gain=1.51753e-05 2.28088e-05 2.4818e-05 3.44325e-05 3.26155e-05
threshold=0.032140000000000009 1.0000000180025095e-35 -0.081934999999999994 0.10347000000000002 0.24564500000000003
decision_type=2 2 2 2 2
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leaf_weight=0.0011497307082084223 0.0010176106838491244 0.0017534298458005823 0.001425059428755278 0.0011676014123517616 0.0012888936411502715
leaf_count=567 296 1167 516 304 271
internal_value=0 -3.76153e-05 2.94997e-05 -4.54498e-05 -0.000166581
internal_weight=0 0.00678472 0.00503129 0.00388155 0.00271395
internal_count=3121 2825 1658 1091 787
is_linear=0
shrinkage=0.00196078


Tree=9929
num_leaves=6
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split_feature=133 160 42 43 1
split_gain=7.86043e-06 6.07706e-05 3.02244e-05 3.19983e-05 3.34273e-05
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decision_type=2 2 2 2 2
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leaf_weight=0.0010779969736080634 0.0012773312717077592 0.0010095340020337151 0.001207332472719108 0.0010713320466055999 0.0017121313619408835
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internal_value=0 -0.00138225 0.00359055 -0.000795789 0.00473567
internal_weight=0 0.00627766 0.00500033 0.003793 0.00278346
internal_count=3121 2472 1642 1127 550
is_linear=0
shrinkage=0.1


Tree=9930
num_leaves=6
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split_feature=457 133 43 13 15
split_gain=2.09839e-05 2.62676e-05 6.58513e-05 4.44427e-05 3.49282e-05
threshold=0.032140000000000009 0.091410000000000005 -0.067899999999999974 -0.095304999999999987 -1.0000000180025095e-35
decision_type=2 2 2 2 2
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leaf_count=900 296 576 270 368 711
internal_value=0 -4.62697e-05 5.71234e-06 -0.000142046 -0.000285067
internal_weight=0 0.00682757 0.00577296 0.00385423 0.00263735
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is_linear=0
shrinkage=0.00196078


Tree=9931
num_leaves=6
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decision_type=2 2 2 2 2
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leaf_weight=0.0016168037914878787 0.0010014396328825274 0.0011116238260485117 0.0014161676506844203 0.0013543588527554127 0.0013874733534663059
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internal_value=0 -4.27856e-05 -0.000113476 1.88275e-05 -0.000107329
internal_weight=0 0.00688643 0.0057748 0.004158 0.00274183
internal_count=3121 2728 2556 1588 639
is_linear=0
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Tree=9932
num_leaves=6
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split_feature=42 160 47 133 16
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decision_type=2 2 2 2 2
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leaf_weight=0.0010046811336524341 0.0011362850485374908 0.0013042892773869326 0.0010781061451690692 0.0010769726254703503 0.0017586694961062993
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internal_value=0 0.00156133 -0.000860563 -0.00428778 -0.0107308
internal_weight=0 0.00622272 0.00521804 0.00413993 0.00306296
internal_count=3121 2491 1951 1761 1262
is_linear=0
shrinkage=0.1


Tree=9933
num_leaves=7
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split_feature=457 151 4 16 52 13
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decision_type=2 2 2 2 2 2
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right_child=-2 2 -4 4 -6 -7
leaf_value=-0.00032515038196280417 0.0002727642900075999 -0.00039193908840505319 0.00031495918694573723 0.00036859643943653301 -0.00024001276251020881 -0.00015442296329743827
leaf_weight=0.0010886604127075929 0.0010196098032906097 0.001041038641829401 0.0012516922854161972 0.0012919724779194152 0.0010534479759002359 0.0013010349397772881
leaf_count=339 267 415 324 932 362 482
internal_value=0 -4.91337e-05 1.46048e-06 -8.22525e-05 6.161e-06 0.000106173
internal_weight=0 0.00702785 0.00593919 0.00468749 0.00364646 0.00259301
internal_count=3121 2854 2515 2191 1776 1414
is_linear=0
shrinkage=0.00196078


Tree=9934
num_leaves=7
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split_feature=159 52 2 48 13 1
split_gain=1.0748e-05 2.58397e-05 4.00392e-05 3.74121e-05 3.74618e-05 2.79323e-05
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decision_type=2 2 2 2 2 2
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leaf_weight=0.0010127318967141558 0.0010001667376073678 0.0010646946508691014 0.0010656268517895322 0.0012060883714010537 0.0012929737151625592 0.0010418567444635128
leaf_count=563 549 433 282 337 677 280
internal_value=0 -3.14675e-05 2.16e-05 0.000101667 -5.01225e-06 -0.000141621
internal_weight=0 0.00668397 0.00561928 0.00455365 0.00334756 0.00233483
internal_count=3121 2572 2139 1857 1520 957
is_linear=0
shrinkage=0.00196078


Tree=9935
num_leaves=6
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split_feature=133 15 160 15 3
split_gain=9.7954e-06 2.43411e-05 3.83185e-05 6.58734e-05 5.31328e-05
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decision_type=2 2 2 2 2
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right_child=-2 -3 -4 -5 -6
leaf_value=0.011956273333470864 -0.0087802836515971892 -0.010917396100239301 -0.012498915484595851 0.027460364607028082 -0.016712645539402268
leaf_weight=0.0015572664614483538 0.0010922364223957927 0.0012642635941333691 0.0010376974817407209 0.0013079464369751075 0.0011052893418813407
leaf_count=775 603 854 362 346 181
internal_value=0 0.00148122 0.00461112 0.00908285 5.51329e-05
internal_weight=0 0.00627246 0.0050082 0.0039705 0.00266256
internal_count=3121 2518 1664 1302 956
is_linear=0
shrinkage=0.1


Tree=9936
num_leaves=6
num_cat=0
split_feature=42 2 2 0 2
split_gain=9.16411e-06 1.40705e-05 3.68144e-05 2.61378e-05 2.46772e-05
threshold=0.092620000000000022 0.089775000000000008 0.10613000000000002 -0.078244999999999995 0.11474000000000002
decision_type=2 2 2 2 2
left_child=1 3 -3 -1 -4
right_child=-2 2 4 -5 -6
leaf_value=-0.013349129318272044 -0.0082996617561279327 0.015944297839730833 -0.014802352926449162 0.0077817719941180863 0.0070842710064010078
leaf_weight=0.0013997200830071542 0.0011345470536747214 0.0017453933725472054 0.0010241607411451336 0.0010061540721230441 0.0010365363057441056
leaf_count=1165 630 560 212 262 292
internal_value=0 0.00147406 0.00525794 -0.00451203 -0.00379332
internal_weight=0 0.00621196 0.00380609 0.00240587 0.0020607
internal_count=3121 2491 1064 1427 504
is_linear=0
shrinkage=0.1


Tree=9937
num_leaves=7
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split_feature=13 47 52 0 42 4
split_gain=2.06425e-05 2.16434e-05 4.84665e-05 3.82845e-05 2.3388e-05 5.87718e-05
threshold=-0.23438999999999996 0.10904500000000002 -0.087284999999999988 -0.17169499999999996 0.088380000000000014 -0.016304999999999997
decision_type=2 2 2 2 2 2
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leaf_value=0.00025388228386347941 -0.00038532724308969164 -0.00030036308014277604 0.00037454805511344624 0.0001473807561906092 0.00021140495282082145 -0.00046775734612801076
leaf_weight=0.0010427000669775708 0.0010145141499328016 0.0010567565491498461 0.0012953032358894293 0.0013307518982066432 0.0011470966546005511 0.0010832270767680977
leaf_count=169 612 163 131 724 704 618
internal_value=0 -4.20396e-05 4.45845e-06 8.5886e-05 -1.91117e-05 -0.000128651
internal_weight=0 0.00692765 0.00587089 0.00485638 0.00356108 0.00241398
internal_count=3121 2952 2789 2177 2046 1342
is_linear=0
shrinkage=0.00196078


Tree=9938
num_leaves=5
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split_feature=457 15 43 2
split_gain=1.72546e-05 2.32804e-05 2.66695e-05 4.98478e-05
threshold=0.032140000000000009 1.0000000180025095e-35 -0.04890499999999999 0.098260000000000014
decision_type=2 2 2 2
left_child=1 2 -1 -4
right_child=-2 -3 3 -5
leaf_value=0.00021705917880738648 0.00023100128091617324 -0.00023577273799883666 -0.00037414125094929431 0.00012071127779845011
leaf_weight=0.0018002909280817794 0.0010222092579718232 0.0017684644365203962 0.0013191043424596134 0.0019243373872796241
leaf_count=907 296 1167 356 395
internal_value=0 -4.21932e-05 2.56809e-05 -8.05447e-05
internal_weight=0 0.0068122 0.00504373 0.00324344
internal_count=3121 2825 1658 751
is_linear=0
shrinkage=0.00196078


Tree=9939
num_leaves=6
num_cat=0
split_feature=457 1 42 43 1
split_gain=1.62773e-05 2.5059e-05 3.86138e-05 2.50137e-05 5.20937e-05
threshold=0.032140000000000009 0.12456000000000002 0.091545000000000015 -0.074974999999999986 0.088485000000000022
decision_type=2 2 2 2 2
left_child=1 2 3 -1 -5
right_child=-2 -3 -4 4 -6
leaf_value=0.0002142025514656843 0.0002267460751374133 0.00024330220848457713 -0.00043574864270789837 0.00013249182996611381 -0.00035118489367601052
leaf_weight=0.0013168706828702087 0.001012208769692006 0.0010211727026519547 0.001021537062383158 0.0017527673537190063 0.001673540810814878
leaf_count=821 296 266 581 792 365
internal_value=0 -3.98028e-05 -8.99526e-05 -1.54786e-05 -0.000103755
internal_weight=0 0.00678589 0.00576472 0.00474318 0.00342631
internal_count=3121 2825 2559 1978 1157
is_linear=0
shrinkage=0.00196078


Tree=9940
num_leaves=6
num_cat=0
split_feature=4 48 15 4 15
split_gain=9.41156e-06 1.18506e-05 3.21446e-05 1.96725e-05 3.46292e-05
threshold=0.27044500000000005 0.083685000000000009 -0.016799999999999995 -0.27825499999999997 0.079055000000000014
decision_type=2 2 2 2 2
left_child=1 2 -1 -4 -5
right_child=-2 -3 3 4 -6
leaf_value=-0.019961606920624923 0.0079805344233841915 0.0052532468930546767 -0.011283925358006652 0.0192694747873885 -0.0053291897537295629
leaf_weight=0.0010216598775990618 0.0012197202989135177 0.0017754112027586312 0.0010191646540688615 0.0010131810531637702 0.0013151637189371985
leaf_count=623 365 549 178 312 1094
internal_value=0 -0.00163604 -0.0044355 0.000303071 0.00537494
internal_weight=0 0.00614458 0.00436917 0.00334751 0.00232834
internal_count=3121 2756 2207 1584 1406
is_linear=0
shrinkage=0.1


Tree=9941
num_leaves=6
num_cat=0
split_feature=52 160 0 16 48
split_gain=8.22528e-06 1.43951e-05 2.41686e-05 3.59921e-05 2.05516e-05
threshold=0.11434500000000002 -0.013324999999999998 -0.019414999999999998 -0.056919999999999991 0.085845000000000019
decision_type=2 2 2 2 2
left_child=1 -1 3 4 -3
right_child=-2 2 -4 -5 -6
leaf_value=0.01236131867363083 -0.0079662117397450473 0.0077759865430303519 0.011405584528831591 -0.02028322367968427 -0.0094704867921398175
leaf_weight=0.0010008611607301545 0.0011111719691828418 0.0018109780648336705 0.0012503792096168719 0.0010634845042637162 0.0011171929118025167
leaf_count=551 501 999 254 633 183
internal_value=0 0.00137182 -0.000726399 -0.00452672 0.00119589
internal_weight=0 0.0062429 0.00524203 0.00399166 0.00292817
internal_count=3121 2620 2069 1815 1182
is_linear=0
shrinkage=0.1


Tree=9942
num_leaves=6
num_cat=0
split_feature=457 52 0 4 13
split_gain=4.32246e-05 2.19484e-05 2.88453e-05 4.6595e-05 2.70056e-05
threshold=0.069910000000000014 0.11434500000000002 -0.077999999999999986 -0.35136499999999998 -0.012549999999999997
decision_type=2 2 2 2 2
left_child=1 2 4 -4 -1
right_child=-2 -3 3 -5 -6
leaf_value=5.6081544318101857e-05 0.00037015787842787967 -0.00030793782577149111 -0.00016126399641374465 0.00036814954390448229 -0.00030197071314299728
leaf_weight=0.0015403473692284578 0.0010484632517803608 0.0011228578136362058 0.001107098891586571 0.0015121873673657987 0.0017078025346009555
leaf_count=988 267 489 185 633 559
internal_value=0 -5.6781e-05 -8.71682e-06 0.000144381 -0.000132174
internal_weight=0 0.00699029 0.00586744 0.00261929 0.00324815
internal_count=3121 2854 2365 818 1547
is_linear=0
shrinkage=0.00196078


Tree=9943
num_leaves=5
num_cat=0
split_feature=15 16 16 43
split_gain=8.18626e-06 1.52391e-05 2.15501e-05 2.61902e-05
threshold=-0.10653 -0.092484999999999984 -0.056919999999999991 -0.088004999999999986
decision_type=2 2 2 2
left_child=-1 -2 -3 -4
right_child=1 2 3 -5
leaf_value=0.0062498233513950162 -0.010070875994724263 0.013422172617354062 0.0097783273712261694 -0.0097171764047023351
leaf_weight=0.0016163334898130835 0.0016067596141250097 0.0010965204477426491 0.0010568543208673863 0.0019801738406260445
leaf_count=521 459 831 293 1017
internal_value=0 -0.00180674 0.00140563 -0.00293294
internal_weight=0 0.00574031 0.00413355 0.00303703
internal_count=3121 2600 2141 1310
is_linear=0
shrinkage=0.1


Tree=9944
num_leaves=5
num_cat=0
split_feature=42 49 42 2
split_gain=8.15076e-06 1.50611e-05 2.52666e-05 2.58796e-05
threshold=-1.0000000180025095e-35 -0.043469999999999995 0.088915000000000008 0.10613000000000002
decision_type=2 2 2 2
left_child=-1 -2 3 -3
right_child=1 2 -4 -5
leaf_value=-0.0074703278288982145 0.010276388539870864 0.010415305966000028 -0.013985758788486201 -0.007035925832479667
leaf_weight=0.0012274470288078775 0.0014713607163530148 0.0019895296654018975 0.0011781835449707736 0.0014833610274839156
leaf_count=862 381 828 802 248
internal_value=0 0.00145812 -0.00133153 0.00296144
internal_weight=0 0.00612243 0.00465107 0.00347289
internal_count=3121 2259 1878 1076
is_linear=0
shrinkage=0.1


Tree=9945
num_leaves=7
num_cat=0
split_feature=159 52 2 48 12 16
split_gain=1.27925e-05 2.49243e-05 3.69786e-05 3.14177e-05 5.12612e-05 3.1517e-05
threshold=0.076905000000000015 0.11434500000000002 0.11389000000000002 0.082620000000000013 0.095110000000000014 -0.080344999999999986
decision_type=2 2 2 2 2 2
left_child=1 2 3 4 5 -1
right_child=-2 -3 -4 -5 -6 -7
leaf_value=0.0001019821889291071 0.00020147726144153447 -0.00030889689772686856 -0.00031055471361605313 0.0003606233371991755 0.0003666052123429382 -0.00035560975476940003
leaf_weight=0.0010020515935872892 0.001004314113183199 0.0010789416512212288 0.0010790581870004411 0.0012325264168669163 0.0010023291288528795 0.0013697108176027861
leaf_count=566 527 438 284 339 317 650
internal_value=0 -3.56772e-05 1.61703e-05 9.27027e-05 -5.16644e-06 -0.000162281
internal_weight=0 0.00676462 0.00568568 0.00460662 0.00337409 0.00237176
internal_count=3121 2594 2156 1872 1533 1216
is_linear=0
shrinkage=0.00196078


Tree=9946
num_leaves=7
num_cat=0
split_feature=457 151 4 42 43 2
split_gain=2.91421e-05 2.46272e-05 5.40023e-05 3.23337e-05 7.03697e-05 4.73548e-05
threshold=0.069910000000000014 -0.0056149999999999993 0.24564500000000003 0.084635000000000016 0.05259500000000001 0.084055000000000005
decision_type=2 2 2 2 2 2
left_child=1 -1 3 4 5 -3
right_child=-2 2 -4 -5 -6 -7
leaf_value=-0.00032791668299112349 0.00029772913623587587 -7.2057747767264658e-05 0.00035326777083603058 0.00015573510301528654 0.00021040813007626181 -0.00063638976816234223
leaf_weight=0.0010645194146455825 0.0010452745876470401 0.0010023491609082386 0.0012791897107599128 0.0013567927541019982 0.0010854882425976602 0.0013305494342427298
leaf_count=339 267 285 324 978 195 733
internal_value=0 -5.28813e-05 -4.52281e-06 -0.000100369 -0.000202019 -0.00039392
internal_weight=0 0.00711889 0.00605437 0.00477518 0.00341839 0.0023329
internal_count=3121 2854 2515 2191 1213 1018
is_linear=0
shrinkage=0.00196078


Tree=9947
num_leaves=6
num_cat=0
split_feature=4 43 133 4 49
split_gain=8.21449e-06 1.16822e-05 1.80322e-05 3.29308e-05 3.10473e-05
threshold=0.27287000000000006 -0.09225499999999999 0.076280000000000014 -0.077834999999999988 -0.006494999999999999
decision_type=2 2 2 2 2
left_child=1 -1 3 -3 -5
right_child=-2 2 -4 4 -6
leaf_value=-0.0094738900880394182 0.0075725146568919868 -0.017423692639021597 0.012702843357887302 -0.0092355553559711947 0.012520100109460423
leaf_weight=0.0014178208074708811 0.0011883239605195621 0.0010433852739157447 0.0010132208525848131 0.0011212122884230189 0.0015808198746876125
leaf_count=426 352 650 773 238 682
internal_value=0 -0.00150638 0.00086751 -0.00233422 0.00349256
internal_weight=0 0.00617646 0.00475864 0.00374542 0.00270203
internal_count=3121 2769 2343 1570 920
is_linear=0
shrinkage=0.1


Tree=9948
num_leaves=6
num_cat=0
split_feature=133 52 4 52 0
split_gain=8.64669e-06 2.58533e-05 5.55009e-05 2.40964e-05 2.61714e-05
threshold=0.091410000000000005 0.070205000000000017 -0.04890499999999999 -0.049749999999999996 -0.14001499999999997
decision_type=2 2 2 2 2
left_child=1 2 -1 -4 -5
right_child=-2 -3 3 4 -6
leaf_value=-0.022896399066735899 -0.0082430557260202725 0.012268746368240662 0.012856935060016806 0.0076323747001489865 -0.014893791658024836
leaf_weight=0.0010285346765193837 0.0010933130536513068 0.0016206757888116707 0.0015495141902805432 0.0010302365455449533 0.0010328275260565634
leaf_count=516 603 810 569 150 473
internal_value=0 0.00139519 -0.00240186 0.00343313 -0.00364485
internal_weight=0 0.00626179 0.00464111 0.00361258 0.00206306
internal_count=3121 2518 1708 1192 623
is_linear=0
shrinkage=0.1


Tree=9949
num_leaves=6
num_cat=0
split_feature=457 52 0 2 43
split_gain=2.3092e-05 3.38939e-05 3.32237e-05 4.32623e-05 6.98416e-05
threshold=0.069910000000000014 0.11434500000000002 -0.11756999999999999 0.09142500000000002 -0.074359999999999996
decision_type=2 2 2 2 2
left_child=1 2 -1 4 -4
right_child=-2 -3 3 -5 -6
leaf_value=-0.00019637929127467164 0.0002714607244271931 -0.00035939985041453251 0.00028408784461989278 0.00035089996290781121 -0.00041785401396100613
leaf_weight=0.0019045854461695174 0.0010264860854723315 0.0010995954883531601 0.0010979309234115772 0.0017305149823813471 0.0010820585042211404
leaf_count=315 267 489 558 701 791
internal_value=0 -4.37058e-05 1.59899e-05 0.000119423 -6.43277e-05
internal_weight=0 0.00691469 0.00581509 0.0039105 0.00217999
internal_count=3121 2854 2365 2050 1349
is_linear=0
shrinkage=0.00196078


Tree=9950
num_leaves=6
num_cat=0
split_feature=15 151 47 16 0
split_gain=8.31573e-06 2.10024e-05 2.47163e-05 2.64641e-05 3.81234e-05
threshold=-0.11713499999999999 -0.024429999999999997 0.085270000000000026 -0.092484999999999984 -0.055064999999999996
decision_type=2 2 2 2 2
left_child=-1 -2 3 -3 -5
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leaf_value=-0.0070988256076527229 0.014445192785640455 -0.018199395556497105 0.011752009900487748 0.011446400996965273 -0.012276973200088848
leaf_weight=0.0013590025616855858 0.0010452215590518073 0.0010887319591228787 0.0011413469226567207 0.0014354645792996783 0.0012826837749329203
leaf_count=484 447 355 210 1335 290
internal_value=0 0.00156516 -0.00115551 -0.00502533 0.000251432
internal_weight=0 0.00599345 0.00494823 0.00380688 0.00271815
internal_count=3121 2637 2190 1980 1625
is_linear=0
shrinkage=0.1


Tree=9951
num_leaves=6
num_cat=0
split_feature=0 52 15 4 43
split_gain=9.31462e-06 1.81765e-05 3.01395e-05 5.08382e-05 7.54718e-06
threshold=0.10455500000000001 0.091820000000000013 -0.016799999999999995 0.24564500000000003 -0.0030899999999999994
decision_type=2 2 2 2 2
left_child=1 2 3 -1 -4
right_child=-2 -3 4 -5 -6
leaf_value=-0.016792577786566083 0.0085634311179574735 -0.012694930467389374 0.016431235403042067 0.0094211403670044717 0.0043835904972428889
leaf_weight=0.0016902962894277777 0.0010757905141685897 0.0011792233034807536 0.0010281684371747425 0.0013157107290783974 0.0010519943516213688
leaf_count=861 168 671 700 309 412
internal_value=0 -0.00150884 0.00108464 -0.005319 0.0103384
internal_weight=0 0.00626539 0.00508617 0.00300601 0.00208016
internal_count=3121 2953 2282 1170 1112
is_linear=0
shrinkage=0.1


Tree=9952
num_leaves=7
num_cat=0
split_feature=457 2 52 0 16 13
split_gain=2.99018e-05 3.05404e-05 5.6714e-05 5.03849e-05 5.03597e-05 3.27053e-05
threshold=0.069910000000000014 0.11293500000000002 0.10160000000000001 -0.084269999999999984 -0.15012499999999998 -0.0087749999999999981
decision_type=2 2 2 2 2 2
left_child=1 2 3 4 -1 -5
right_child=-2 -3 -4 5 -6 -7
leaf_value=5.9402670643595207e-05 0.00030378734206860784 0.0001637875855593431 -0.00054296115222214115 0.00042351838482043242 -0.00056040441939996118 -5.5670477404024733e-05
leaf_weight=0.0010039957252170608 0.0010424460931544683 0.001861839278946893 0.0010220135784726253 0.001067725673170206 0.0010120307887815704 0.0011241276063690721
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internal_value=0 -5.18707e-05 -0.000128645 -2.80155e-05 -0.000251736 0.000177759
internal_weight=0 0.00709173 0.00522989 0.00420788 0.00201603 0.00219185
internal_count=3121 2854 2372 1900 917 983
is_linear=0
shrinkage=0.00196078


Tree=9953
num_leaves=7
num_cat=0
split_feature=42 0 49 3 15 3
split_gain=2.20077e-05 2.08846e-05 2.79711e-05 3.71267e-05 1.89143e-05 1.73454e-05
threshold=-1.0000000180025095e-35 -0.060129999999999996 -0.026779999999999995 -0.076669999999999988 -0.10324499999999999 -0.084144999999999984
decision_type=2 2 2 2 2 2
left_child=-1 2 -2 -4 -5 -3
right_child=1 5 3 4 -6 -7
leaf_value=-0.00023707599397420622 0.0001923009357080331 0.00038802331910494893 -0.00043260356902475087 0.00019346617350805668 -0.00017478053987021562 2.7532348456390217e-05
leaf_weight=0.0013322328369083699 0.0014521750984154793 0.0010029347120063697 0.0010765569420866229 0.001097903676050008 0.0010482708557633257 0.0010508373318532638
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internal_value=0 3.87619e-05 -3.3643e-05 -0.000135454 1.36009e-05 0.000203574
internal_weight=0 0.00672868 0.00467491 0.00322273 0.00214617 0.00205377
internal_count=3121 2259 1775 1457 542 484
is_linear=0
shrinkage=0.00196078


Tree=9954
num_leaves=6
num_cat=0
split_feature=457 133 43 13 4
split_gain=2.16112e-05 2.55206e-05 5.80754e-05 5.36516e-05 3.71681e-05
threshold=0.069910000000000014 0.091410000000000005 -0.067899999999999974 -0.095304999999999987 0.053180000000000012
decision_type=2 2 2 2 2
left_child=1 2 -1 -4 -5
right_child=-2 -3 3 4 -6
leaf_value=0.00028679094249506705 0.00026228296989006596 -0.00032146306353270451 0.00020808209519491443 -0.00051610335629179562 -5.6331435112837111e-05
leaf_weight=0.0019155585917901641 0.0010126479460495158 0.0010790480861270014 0.0012417590793378998 0.0013405320741030854 0.0013636542092395915
leaf_count=925 267 577 271 872 209
internal_value=0 -4.43468e-05 6.66774e-06 -0.000129318 -0.000284252
internal_weight=0 0.00694055 0.0058615 0.00394595 0.00270419
internal_count=3121 2854 2277 1352 1081
is_linear=0
shrinkage=0.00196078


Tree=9955
num_leaves=7
num_cat=0
split_feature=49 48 160 16 4 3
split_gain=8.51664e-06 2.06796e-05 3.60178e-05 4.18372e-05 1.99951e-05 8.53708e-06
threshold=-0.081404999999999991 0.10358500000000001 -0.063384999999999983 -0.15241499999999997 0.0052350000000000009 -0.082094999999999987
decision_type=2 2 2 2 2 2
left_child=-1 2 -2 -4 5 -5
right_child=1 -3 3 4 -6 -7
leaf_value=0.0085038810827288199 0.016513397040982293 -0.01452149336478163 0.014473956481833174 -0.0083529817721062095 0.0016714861094841195 -0.02133436154114245
leaf_weight=0.0010063039107914987 0.0011790226491831205 0.001009900800558421 0.0010069336438369527 0.0010065294320688891 0.0011392782783872179 0.0010199710540305231
leaf_count=240 700 190 283 827 270 611
internal_value=0 -0.00139665 0.00108008 -0.00328068 -0.00892787 -0.0148867
internal_weight=0 0.00636164 0.00535174 0.00417271 0.00316578 0.0020265
internal_count=3121 2881 2691 1991 1708 1438
is_linear=0
shrinkage=0.1


Tree=9956
num_leaves=6
num_cat=0
split_feature=457 1 0 4 15
split_gain=2.77953e-05 2.51406e-05 3.15757e-05 1.64703e-05 4.37108e-05
threshold=0.069910000000000014 0.11588000000000001 0.13134000000000004 -0.076229999999999978 -0.095244999999999982
decision_type=2 2 2 2 2
left_child=1 2 3 -1 -5
right_child=-2 -3 -4 4 -6
leaf_value=-1.5006499553320021e-05 0.00030237234126188894 0.00017420047039341176 0.00020226496051621825 -5.3611762569603612e-05 -0.00054407089488151374
leaf_weight=0.0014658888966828697 0.0010074447372956444 0.0015384397939704596 0.0010056133851069132 0.0015757073075216492 0.0012550935923674061
leaf_count=960 267 382 70 373 1069
internal_value=0 -4.6477e-05 -0.000110506 -0.000183708 -0.000271067
internal_weight=0 0.00684074 0.0053023 0.00429669 0.0028308
internal_count=3121 2854 2472 2402 1442
is_linear=0
shrinkage=0.00196078


Tree=9957
num_leaves=5
num_cat=0
split_feature=2 4 42 12
split_gain=9.0468e-06 2.29086e-05 1.53279e-05 4.46347e-05
threshold=0.098260000000000014 0.033845000000000007 0.08623500000000002 0.084100000000000022
decision_type=2 2 2 2
left_child=2 -2 3 -1
right_child=1 -3 -4 -5
leaf_value=0.0021749447408776039 0.012607732744802848 -0.0042535917240374751 0.0063326755465922119 -0.023575519774432546
leaf_weight=0.0018794788934287483 0.0015654846546836933 0.0016604140722176553 0.0012099092733764329 0.0010487438528548755
leaf_count=466 492 447 860 856
internal_value=0 0.00392898 -0.00313546 -0.00704759
internal_weight=0 0.0032259 0.00413813 0.00292822
internal_count=3121 939 2182 1322
is_linear=0
shrinkage=0.1


Tree=9958
num_leaves=6
num_cat=0
split_feature=51 49 42 16 13
split_gain=8.0656e-06 1.4239e-05 2.22781e-05 1.63629e-05 2.77215e-05
threshold=-0.076794999999999988 -0.043469999999999995 0.088575000000000015 0.023255000000000001 -0.0034749999999999994
decision_type=2 2 2 2 2
left_child=-1 -2 3 4 -3
right_child=1 2 -4 -5 -6
leaf_value=-0.0077206076676624011 0.010056033407688486 0.0111498636724724 -0.014220179355866678 0.012688638659217835 -0.0099830336141885825
leaf_weight=0.0011522840960424465 0.0014520885115743452 0.0010047372157721635 0.0010367489047439938 0.0010853688670362932 0.0016240703019319274
leaf_count=537 358 839 698 222 467
internal_value=0 0.00138979 -0.00125899 0.0023589 -0.00190598
internal_weight=0 0.00620301 0.00475093 0.00371418 0.00262881
internal_count=3121 2584 2226 1528 1306
is_linear=0
shrinkage=0.1


Tree=9959
num_leaves=6
num_cat=0
split_feature=15 42 16 2 2
split_gain=1.28462e-05 1.51997e-05 3.1748e-05 3.86055e-05 1.74231e-05
threshold=-0.10653 0.091295000000000015 -0.088394999999999987 0.097220000000000015 1.0000000180025095e-35
decision_type=2 2 2 2 2
left_child=-1 2 -2 4 -4
right_child=1 -3 3 -5 -6
leaf_value=0.00014499796788894364 -0.00033403107169061356 0.00016002858788971802 1.5944699562438795e-05 0.00025505608531355687 -0.0003455621646239256
leaf_weight=0.0017488521757317759 0.0014703228461580946 0.0011258910871788375 0.0010324477976908803 0.0014435004966684853 0.0010179263113623365
leaf_count=521 485 569 334 412 800
internal_value=0 -4.56611e-05 -9.23119e-05 9.41042e-06 -0.000163529
internal_weight=0 0.00609009 0.0049642 0.00349387 0.00205037
internal_count=3121 2600 2031 1546 1134
is_linear=0
shrinkage=0.00196078


Tree=9960
num_leaves=5
num_cat=0
split_feature=15 13 16 12
split_gain=7.4231e-06 1.3435e-05 2.49514e-05 2.60127e-05
threshold=-0.10653 -0.095304999999999987 -0.084119999999999986 0.051320000000000005
decision_type=2 2 2 2
left_child=-1 -2 -3 -4
right_child=1 2 3 -5
leaf_value=0.0059422921333760724 0.0073693381685919759 -0.014423262611498231 0.0093380237384158137 -0.0098506923886805056
leaf_weight=0.0016197360770927984 0.001266164255971973 0.0015761270544903125 0.0016687043514670118 0.0012251581116318293
leaf_count=521 243 625 318 1414
internal_value=0 -0.00172387 -0.0042996 0.00121421
internal_weight=0 0.00573615 0.00446999 0.00289386
internal_count=3121 2600 2357 1732
is_linear=0
shrinkage=0.1


Tree=9961
num_leaves=6
num_cat=0
split_feature=52 12 1 48 43
split_gain=7.29221e-06 1.60966e-05 3.14054e-05 5.30474e-05 1.91596e-05
threshold=0.11434500000000002 0.095110000000000014 0.11181500000000001 0.083685000000000009 -0.0037449999999999996
decision_type=2 2 2 2 2
left_child=1 2 3 4 -1
right_child=-2 -3 -4 -5 -6
leaf_value=-0.015532048889175447 -0.0074979416907116894 0.010456214151531494 -0.015770136250382781 0.021169143007650486 0.0023108394431566419
leaf_weight=0.0010242812744901452 0.0011106787559590587 0.0014673222236608174 0.0011680018406924064 0.0011197134494230643 0.0014590686486330075
leaf_count=963 501 558 294 332 473
internal_value=0 0.00129664 -0.00152035 0.00309899 -0.00504863
internal_weight=0 0.00623839 0.00477107 0.00360306 0.00248335
internal_count=3121 2620 2062 1768 1436
is_linear=0
shrinkage=0.1


Tree=9962
num_leaves=6
num_cat=0
split_feature=15 12 3 3 1
split_gain=7.20774e-06 2.13137e-05 5.02054e-05 2.39551e-05 4.81448e-05
threshold=0.088235000000000022 0.051320000000000005 -0.10519499999999998 0.11924500000000002 0.094090000000000021
decision_type=2 2 2 2 2
left_child=1 3 -3 4 -1
right_child=-2 2 -4 -5 -6
leaf_value=-0.0031786745214072219 0.0068420759336473907 0.0075204317024061967 -0.020545605401445236 -0.0093896670693034076 0.024973973764632222
leaf_weight=0.0014122866879791674 0.0012637064232176995 0.0011290777160234675 0.0014635278371203874 0.0010024785599804876 0.0010659242984258144
leaf_count=229 719 277 1354 192 350
internal_value=0 -0.00145879 -0.00832287 0.00365394 0.0089303
internal_weight=0 0.0060733 0.00259261 0.00348069 0.00247821
internal_count=3121 2402 1631 771 579
is_linear=0
shrinkage=0.1


Tree=9963
num_leaves=6
num_cat=0
split_feature=457 1 4 4 52
split_gain=1.65483e-05 3.35715e-05 2.66578e-05 3.75287e-05 1.96756e-05
threshold=0.045365000000000009 0.11588000000000001 -0.076229999999999978 0.053180000000000012 0.090245000000000006
decision_type=2 2 2 2 2
left_child=1 2 4 -4 -1
right_child=-2 -3 3 -5 -6
leaf_value=0.00019985414044160508 0.00023333735363044781 0.00021748381093942193 -0.00051762652030250907 -5.8860867216206224e-05 -0.00015351808609681417
leaf_weight=0.0013474073090415204 0.0010091743366345681 0.0015602321651577745 0.0011215956405890043 0.0017633889909963545 0.001100636960946377
leaf_count=799 289 382 1037 389 225
internal_value=0 -3.55013e-05 -0.000109515 -0.000237215 4.09785e-05
internal_weight=0 0.00689326 0.00533303 0.00288498 0.00244804
internal_count=3121 2832 2450 1426 1024
is_linear=0
shrinkage=0.00196078


Tree=9964
num_leaves=6
num_cat=0
split_feature=3 52 4 13 0
split_gain=8.42098e-06 1.84596e-05 2.41208e-05 2.73696e-05 1.99299e-05
threshold=0.13524500000000003 -0.088204999999999992 0.25615500000000008 -0.014169999999999999 -0.10011499999999998
decision_type=2 2 2 2 2
left_child=1 -1 3 -3 -5
right_child=-2 2 -4 4 -6
leaf_value=-0.012365613629079846 0.0080564597256843375 -0.0071987303829989845 -0.011109311776203102 0.019847091555649142 0.0022742319399578553
leaf_weight=0.0012405019698919816 0.0010962127330953171 0.0012168448078597677 0.0011978743318704676 0.0012808988563488464 0.0013007994550725123
leaf_count=650 192 1175 307 164 633
internal_value=0 -0.00144726 0.00126353 0.00516532 0.0109929
internal_weight=0 0.00623692 0.00499642 0.00379854 0.0025817
internal_count=3121 2929 2279 1972 797
is_linear=0
shrinkage=0.1


Tree=9965
num_leaves=6
num_cat=0
split_feature=457 51 133 52 16
split_gain=2.01368e-05 3.27306e-05 2.33574e-05 6.91221e-05 5.2015e-05
threshold=0.069910000000000014 -0.063174999999999995 0.091410000000000005 0.070205000000000017 -0.25582999999999995
decision_type=2 2 2 2 2
left_child=1 -1 3 4 -3
right_child=-2 2 -4 -5 -6
leaf_value=0.00025443247365960998 0.00024826858644100963 5.9805447275034177e-05 -0.00037509324293707194 0.00028564204536844518 -0.000441129152744162
leaf_weight=0.0011459223833155873 0.00100552334805984 0.001451487409515793 0.0010356331165095808 0.0015789226821966412 0.0017672552118550907
leaf_count=527 267 220 499 779 829
internal_value=0 -4.8526e-05 -0.000108041 -5.03941e-05 -0.000215233
internal_weight=0 0.00697922 0.0058333 0.00479767 0.00321874
internal_count=3121 2854 2327 1828 1049
is_linear=0
shrinkage=0.00196078


Tree=9966
num_leaves=6
num_cat=0
split_feature=13 47 52 0 42
split_gain=2.30076e-05 2.84864e-05 4.41631e-05 6.77168e-05 3.13732e-05
threshold=-0.23438999999999996 0.10904500000000002 -0.069804999999999992 -0.14723999999999998 0.088380000000000014
decision_type=2 2 2 2 2
left_child=-1 2 -2 -4 -5
right_child=1 -3 3 4 -6
leaf_value=0.00026691762334120236 -0.00027690714670341082 -0.00034411612597517381 0.00049467069398321226 -0.00019298130380114063 0.00022712883343144571
leaf_weight=0.0010417011644933199 0.0015406666620060476 0.0010436365774938545 0.0012477615280795107 0.0019829385265530144 0.0010428499503818251
leaf_count=169 754 163 189 1197 649
internal_value=0 -4.58353e-05 7.70537e-06 0.000110312 -4.81887e-05
internal_weight=0 0.00685785 0.00581422 0.00427355 0.00302579
internal_count=3121 2952 2789 2035 1846
is_linear=0
shrinkage=0.00196078


Tree=9967
num_leaves=6
num_cat=0
split_feature=51 160 43 16 2
split_gain=7.88907e-06 1.6608e-05 2.55079e-05 3.0439e-05 5.48334e-05
threshold=0.087505000000000013 -0.027994999999999996 -0.15323999999999996 -0.083134999999999987 0.092365000000000017
decision_type=2 2 2 2 2
left_child=1 -1 -3 4 -4
right_child=-2 2 3 -5 -6
leaf_value=0.012184114768054175 -0.0077872022330045688 0.012996369821102943 0.019008102208198062 -0.014294342378165074 -0.012288144209312507
leaf_weight=0.0011529629341397061 0.001114055816900974 0.0010234664301390665 0.0011033809196789974 0.0018153894719666512 0.0011364509477294925
leaf_count=691 435 178 472 1088 257
internal_value=0 0.00134919 -0.00111055 -0.00467089 0.00312894
internal_weight=0 0.00623165 0.00507869 0.00405522 0.00223983
internal_count=3121 2686 1995 1817 729
is_linear=0
shrinkage=0.1


Tree=9968
num_leaves=6
num_cat=0
split_feature=50 15 43 16 0
split_gain=2.04583e-05 3.57355e-05 4.59533e-05 5.85759e-05 6.24611e-05
threshold=1.0000000180025095e-35 -0.10653 0.016310000000000002 -0.084119999999999986 -0.053834999999999994
decision_type=2 2 2 2 2
left_child=1 -1 3 -3 -5
right_child=-2 2 -4 4 -6
leaf_value=0.00022754711474199085 -0.0003382646365024765 -0.00055939355196951864 0.00020418993431580484 0.00019085806658745649 -0.0003826742717598554
leaf_weight=0.0015082142875237599 0.001012531202274858 0.0012980984486188523 0.0013406201718073069 0.0016691362163422829 0.0012975986723810875
leaf_count=454 627 462 295 993 290
internal_value=0 -4.03739e-05 -0.000112461 -0.000211998 -5.99951e-05
internal_weight=0 0.00711367 0.00560545 0.00426483 0.00296673
internal_count=3121 2494 2040 1745 1283
is_linear=0
shrinkage=0.00196078


Tree=9969
num_leaves=6
num_cat=0
split_feature=457 1 4 4 52
split_gain=1.26047e-05 2.57475e-05 2.84133e-05 2.52675e-05 1.90097e-05
threshold=0.032140000000000009 0.11588000000000001 -0.076229999999999978 0.053180000000000012 0.090245000000000006
decision_type=2 2 2 2 2
left_child=1 2 4 -4 -1
right_child=-2 -3 3 -5 -6
leaf_value=0.000214551953006737 0.00019965089943865257 0.00018981825149442364 -0.00047398020572845569 -8.9473117610106308e-05 -0.00013737802897753683
leaf_weight=0.0013118863654310925 0.0010117815321440474 0.0015132049291578494 0.0010580749366129608 0.00173373075557819 0.0010725261774425523
leaf_count=799 296 382 1030 389 225
internal_value=0 -3.51703e-05 -0.000100943 -0.000235199 5.62513e-05
internal_weight=0 0.00668942 0.00517622 0.00279181 0.00238441
internal_count=3121 2825 2443 1419 1024
is_linear=0
shrinkage=0.00196078


Tree=9970
num_leaves=6
num_cat=0
split_feature=2 43 0 13 16
split_gain=9.68053e-06 2.19415e-05 2.41216e-05 1.90921e-05 7.28698e-06
threshold=0.098260000000000014 -0.074359999999999996 -0.10011499999999998 -0.08971999999999998 -0.071854999999999988
decision_type=2 2 2 2 2
left_child=1 -1 -3 -2 -5
right_child=3 2 -4 4 -6
leaf_value=0.0054341564436554734 0.014157302075817347 -0.00098760448059767711 -0.021176778955425996 0.0042488184326138758 -0.0076830073419504917
leaf_weight=0.0016931869108267493 0.001176166857161964 0.0014224722842558 0.0010133919809229082 0.0010049233246019601 0.0010431481436585825
leaf_count=923 206 237 1022 260 473
internal_value=0 -0.00330928 -0.0093869 0.00400298 -0.00182844
internal_weight=0 0.00412905 0.00243586 0.00322424 0.00204807
internal_count=3121 2182 1259 939 733
is_linear=0
shrinkage=0.1


Tree=9971
num_leaves=6
num_cat=0
split_feature=457 151 4 16 2
split_gain=2.45841e-05 2.85303e-05 4.27861e-05 3.20652e-05 2.29967e-05
threshold=0.069910000000000014 -0.0056149999999999993 0.24564500000000003 -0.091354999999999978 0.088930000000000023
decision_type=2 2 2 2 2
left_child=1 -1 3 -3 -5
right_child=-2 2 -4 4 -6
leaf_value=-0.00034556882510223961 0.00028128672354611354 -0.00038292632421379298 0.0003302236990690657 0.0001739472505352014 -0.00014150929356772162
leaf_weight=0.0010347048712130002 0.0010160609769619992 0.001037601871962258 0.0012444385312014106 0.0016967884096607644 0.0018650623283184798
leaf_count=339 267 415 324 980 796
internal_value=0 -4.54621e-05 7.67401e-06 -7.95958e-05 8.76736e-06
internal_weight=0 0.0068786 0.00584389 0.00459945 0.00356185
internal_count=3121 2854 2515 2191 1776
is_linear=0
shrinkage=0.00196078


Tree=9972
num_leaves=6
num_cat=0
split_feature=403 13 3 15 0
split_gain=2.20898e-05 6.56695e-05 5.01809e-05 4.55673e-05 6.13687e-05
threshold=0.03138500000000001 0.11217000000000001 -0.077774999999999983 -0.031204999999999997 -0.14794999999999997
decision_type=2 2 2 2 2
left_child=1 2 -1 4 -4
right_child=-2 -3 3 -5 -6
leaf_value=-0.00041577205203420823 0.00026411917225809944 0.00038525539841675313 -9.6764282119784481e-05 -0.00027557362688583582 0.00050930825388502735
leaf_weight=0.0016776911216535729 0.0010079340309528404 0.0011409143638362327 0.0016444034242315956 0.0016257651069045711 0.0010540604929734666
leaf_count=1491 376 172 162 421 499
internal_value=0 -4.59607e-05 -0.000127931 -1.62563e-05 0.000139977
internal_weight=0 0.00714283 0.00600192 0.00432423 0.00269846
internal_count=3121 2745 2573 1082 661
is_linear=0
shrinkage=0.00196078


Tree=9973
num_leaves=6
num_cat=0
split_feature=0 151 2 4 16
split_gain=8.67612e-06 1.95001e-05 4.91483e-05 1.92075e-05 1.15256e-05
threshold=-0.060129999999999996 -0.0083949999999999979 0.10381000000000001 -0.35136499999999998 -0.088159999999999988
decision_type=2 2 2 2 2
left_child=1 -1 4 -2 -3
right_child=3 2 -4 -5 -6
leaf_value=-0.013196644130715833 -0.0041123230566618109 -0.001414141387212158 0.015762711199348772 0.013735435681753956 -0.015720798040515981
leaf_weight=0.0012668389263132767 0.0012047309301217281 0.0012324762155658008 0.0014215176161633813 0.0012071949576792909 0.0010368115876164842
leaf_count=487 227 542 372 346 1147
internal_value=0 -0.0024918 0.00118255 0.00482067 -0.00795069
internal_weight=0 0.00495764 0.00369081 0.00241193 0.00226929
internal_count=3121 2548 2061 573 1689
is_linear=0
shrinkage=0.1


Tree=9974
num_leaves=6
num_cat=0
split_feature=15 15 49 42 12
split_gain=1.16685e-05 2.18986e-05 2.41709e-05 2.8604e-05 5.64549e-05
threshold=-0.11713499999999999 -0.089549999999999991 -0.054984999999999992 0.086325000000000013 0.089795000000000014
decision_type=2 2 2 2 2
left_child=-1 -2 -3 4 -4
right_child=1 2 3 -5 -6
leaf_value=-0.00016458016903154467 0.00026504155774546612 -0.00029196151718223853 0.00033381412594506881 -0.00023711354223308892 -0.0002305661837127789
leaf_weight=0.0014511260515426855 0.0012314681214138697 0.0010465554071304043 0.0019754636663369143 0.0010464066242302766 0.0010402538359048029
leaf_count=484 335 261 782 813 446
internal_value=0 3.0332e-05 -2.62457e-05 4.22127e-05 0.000139134
internal_weight=0 0.00634015 0.00510868 0.00406212 0.00301572
internal_count=3121 2637 2302 2041 1228
is_linear=0
shrinkage=0.00196078


Tree=9975
num_leaves=6
num_cat=0
split_feature=15 151 49 0 52
split_gain=8.73464e-06 1.7175e-05 2.88733e-05 4.17007e-05 3.2361e-05
threshold=-0.11713499999999999 -0.024429999999999997 -0.039339999999999993 -0.10011499999999998 0.083680000000000018
decision_type=2 2 2 2 2
left_child=-1 -2 -3 -4 -5
right_child=1 2 3 4 -6
leaf_value=-0.0073029151191487153 0.013199405652701314 -0.015833820118275898 0.020558933564405427 -0.014227445548004237 0.0068622495115379274
leaf_weight=0.0013679776662979277 0.0010454095606462228 0.0010270528951944434 0.0010058915856158597 0.0013726762443744824 0.0015481949795149413
leaf_count=484 447 179 205 1036 770
internal_value=0 0.00155205 -0.000905905 0.00299852 -0.00304895
internal_weight=0 0.00599923 0.00495382 0.00392676 0.00292087
internal_count=3121 2637 2190 2011 1806
is_linear=0
shrinkage=0.1


Tree=9976
num_leaves=5
num_cat=0
split_feature=0 1 47 13
split_gain=8.40612e-06 2.19901e-05 2.37846e-05 2.04002e-05
threshold=0.041630000000000007 0.077565000000000009 1.0000000180025095e-35 -0.0025349999999999995
decision_type=2 2 2 2
left_child=1 -1 3 -3
right_child=-2 2 -4 -5
leaf_value=-0.013581352777444414 0.0070574468763497759 0.018551415868894607 -0.0075869969093639959 0.0009862590423242478
leaf_weight=0.0012343024772623074 0.0013468382743565474 0.0010003164554557445 0.0018231591677799969 0.0019503455947177386
leaf_count=1554 252 641 341 333
internal_value=0 -0.00168355 0.00139271 0.0069411
internal_weight=0 0.00600812 0.00477382 0.00295066
internal_count=3121 2869 1315 974
is_linear=0
shrinkage=0.1


Tree=9977
num_leaves=6
num_cat=0
split_feature=0 151 16 2 4
split_gain=7.2284e-06 1.87312e-05 4.31932e-05 2.87385e-05 1.86722e-05
threshold=-0.060129999999999996 -0.0083949999999999979 -0.078844999999999985 0.09142500000000002 -0.35136499999999998
decision_type=2 2 2 2 2
left_child=1 -1 3 -3 -2
right_child=4 2 -4 -5 -6
leaf_value=-0.012775497437146552 -0.004396476557997831 -0.00062788073908824659 -0.012073009588087429 0.022139715272355323 0.01321311225397279
leaf_weight=0.0012622141185928606 0.0012030844172660946 0.001176750846955601 0.001452058323470238 0.0010482946994979183 0.0012054732724695728
leaf_count=487 227 733 1021 307 346
internal_value=0 -0.00226469 0.00134328 0.0100987 0.00441705
internal_weight=0 0.00493932 0.0036771 0.00222505 0.00240856
internal_count=3121 2548 2061 1040 573
is_linear=0
shrinkage=0.1


Tree=9978
num_leaves=6
num_cat=0
split_feature=15 15 3 1 13
split_gain=7.91153e-06 1.62082e-05 2.4876e-05 2.01641e-05 2.02119e-05
threshold=-0.11713499999999999 -0.031204999999999997 0.086245000000000016 0.090740000000000015 -0.017449999999999997
decision_type=2 2 2 2 2
left_child=-1 2 -2 4 -3
right_child=1 3 -4 -5 -6
leaf_value=-0.0069543609638491781 0.019443336015966983 -0.0059507722708135435 -0.0024721362784467711 -0.013787803284917952 0.011030009358427486
leaf_weight=0.0013587809772297376 0.0010514337988556906 0.0014607246597691317 0.001020776300776088 0.0010974222585598643 0.0013476644996693525
leaf_count=484 789 752 122 412 562
internal_value=0 0.00149902 0.00864772 -0.00229369 0.00219781
internal_weight=0 0.00597802 0.00207221 0.00390581 0.00280839
internal_count=3121 2637 911 1726 1314
is_linear=0
shrinkage=0.1


Tree=9979
num_leaves=6
num_cat=0
split_feature=457 1 4 4 52
split_gain=1.2682e-05 2.42129e-05 2.57923e-05 2.56731e-05 2.3397e-05
threshold=0.032140000000000009 0.11588000000000001 -0.076229999999999978 0.053180000000000012 0.090245000000000006
decision_type=2 2 2 2 2
left_child=1 2 4 -4 -1
right_child=-2 -3 3 -5 -6
leaf_value=0.00022578399884560664 0.00019963185929634822 0.00018295258810845051 -0.0004662532692219959 -7.9313651746541316e-05 -0.00016349429606851812
leaf_weight=0.0013208089737531607 0.0010231671761402909 0.0015203707560940138 0.0010627715676853897 0.0017363148549296224 0.0010781606779180662
leaf_count=799 296 382 1030 389 225
internal_value=0 -3.47007e-05 -9.83617e-05 -0.000226229 5.0832e-05
internal_weight=0 0.00671843 0.00519806 0.00279909 0.00239897
internal_count=3121 2825 2443 1419 1024
is_linear=0
shrinkage=0.00196078


Tree=9980
num_leaves=6
num_cat=0
split_feature=457 1 4 4 52
split_gain=1.08218e-05 2.45134e-05 3.21152e-05 2.47456e-05 2.32102e-05
threshold=0.032140000000000009 0.11588000000000001 -0.076229999999999978 0.053180000000000012 0.090245000000000006
decision_type=2 2 2 2 2
left_child=1 2 4 -4 -1
right_child=-2 -3 3 -5 -6
leaf_value=0.0002475454032593312 0.00018797034408737568 0.00019032306520298979 -0.00047332787066490481 -9.2686232767176492e-05 -0.00014088149333123763
leaf_weight=0.0013165523076549136 0.0010099728569787714 0.001507183040907252 0.0010556971302732089 0.0017370951031567008 0.0010738931799301548
leaf_count=799 296 382 1030 389 225
internal_value=0 -2.97783e-05 -9.37794e-05 -0.000236572 7.3047e-05
internal_weight=0 0.00669042 0.00518324 0.00279279 0.00239045
internal_count=3121 2825 2443 1419 1024
is_linear=0
shrinkage=0.00196078


Tree=9981
num_leaves=6
num_cat=0
split_feature=457 151 1 52 16
split_gain=2.17001e-05 2.41124e-05 4.16847e-05 2.36485e-05 7.55215e-05
threshold=0.045365000000000009 -0.0056149999999999993 0.111945 0.090245000000000006 -0.056919999999999991
decision_type=2 2 2 2 2
left_child=1 -1 3 4 -3
right_child=-2 2 -4 -5 -6
leaf_value=-0.00032151124021404155 0.00026370681259538237 0.00025818033772671459 0.0002724502397371631 -0.00030099267364082079 -0.00041337908872421869
leaf_weight=0.0010311020317237555 0.0010025799953953312 0.0017286003445361547 0.0016072875654744934 0.001454619358295349 0.0010259179039542334
leaf_count=324 289 820 384 592 712
internal_value=0 -4.51604e-05 3.82945e-06 -9.87452e-05 8.05862e-06
internal_weight=0 0.00684753 0.00581643 0.00420914 0.00275452
internal_count=3121 2832 2508 2124 1532
is_linear=0
shrinkage=0.00196078


Tree=9982
num_leaves=7
num_cat=0
split_feature=457 1 4 4 0 1
split_gain=2.17628e-05 2.9102e-05 3.07853e-05 2.57214e-05 2.28443e-05 1.89167e-05
threshold=0.069910000000000014 0.11588000000000001 -0.082109999999999975 -0.42529999999999996 -0.10011499999999998 0.097525000000000014
decision_type=2 2 2 2 2 2
left_child=1 2 3 -1 5 -4
right_child=-2 -3 4 -5 -6 -7
leaf_value=-0.00015206408951522096 0.00026395909976968901 0.00019123532607833959 7.0523541615796634e-05 0.0002780727268372818 -0.00046038489503777289 -0.00029779184013309557
leaf_weight=0.0010299236035025219 0.0010187332616518061 0.0015793137288778857 0.0010727539845577817 0.0011111259397156203 0.0011069874812965541 0.0010717452717169248
leaf_count=172 267 382 222 534 1415 129
internal_value=0 -4.28527e-05 -0.00011141 7.11611e-05 -0.00023163 -0.000113548
internal_weight=0 0.00697185 0.00539254 0.00214105 0.00325149 0.0021445
internal_count=3121 2854 2472 706 1766 351
is_linear=0
shrinkage=0.00196078


Tree=9983
num_leaves=6
num_cat=0
split_feature=42 43 16 48 16
split_gain=2.23435e-05 2.38681e-05 2.33295e-05 2.05264e-05 4.45872e-05
threshold=-1.0000000180025095e-35 -0.052894999999999991 0.071345000000000006 0.086035000000000014 -0.088159999999999988
decision_type=2 2 2 2 2
left_child=-1 -2 3 4 -3
right_child=1 2 -4 -5 -6
leaf_value=-0.00024054477181664822 0.00022575730765643433 0.00041315142314494769 -0.00028228295187854356 -0.00015367415943939923 -0.00012815237790348143
leaf_weight=0.0013171887979630112 0.0018857533393889792 0.0012097002681756767 0.001120624024590235 0.001329452595332993 0.0011329854876327579
leaf_count=862 1041 337 218 194 469
internal_value=0 3.88831e-05 -3.46441e-05 4.09277e-05 0.000151362
internal_weight=0 0.00667852 0.00479276 0.00367214 0.00234269
internal_count=3121 2259 1218 1000 806
is_linear=0
shrinkage=0.00196078


Tree=9984
num_leaves=6
num_cat=0
split_feature=42 160 49 12 0
split_gain=8.73162e-06 1.34419e-05 1.9946e-05 2.8681e-05 3.74818e-05
threshold=-1.0000000180025095e-35 -1.0000000180025095e-35 -0.047584999999999995 0.090840000000000018 -0.10224499999999999
decision_type=2 2 2 2 2
left_child=-1 -2 -3 4 -4
right_child=1 2 3 -5 -6
leaf_value=-0.0077912906213198317 -0.0072416854969959733 0.014981476890953208 -0.0063902793711030047 -0.011938201277397528 0.019208926412628322
leaf_weight=0.0012227092135831414 0.0013774356138636342 0.0012237482319198446 0.0011063432751935505 0.0012603860531520319 0.0011841476471099201
leaf_count=862 828 257 180 464 530
internal_value=0 0.00146101 0.00397166 0.000177314 0.00684411
internal_weight=0 0.00615206 0.00477463 0.00355088 0.00229049
internal_count=3121 2259 1431 1174 710
is_linear=0
shrinkage=0.1


Tree=9985
num_leaves=6
num_cat=0
split_feature=4 16 2 16 4
split_gain=8.22405e-06 1.14239e-05 2.09955e-05 2.13522e-05 4.14986e-05
threshold=0.27834500000000006 -0.092484999999999984 0.10644500000000001 0.16703000000000004 -0.076229999999999978
decision_type=2 2 2 2 2
left_child=1 -1 3 4 -3
right_child=-2 2 -4 -5 -6
leaf_value=-0.0079706022352239898 0.0076874172745769716 0.017622559583038957 0.01356481213950908 -0.01350892264157459 -0.010556059449237142
leaf_weight=0.0018979662913244473 0.0011539268182680935 0.0010353197237531627 0.0010596286041857491 0.0011622510441975193 0.0010553912186447678
leaf_count=516 340 733 393 285 854
internal_value=0 -0.00150563 0.00133959 -0.00264268 0.00339799
internal_weight=0 0.00621056 0.00431259 0.00325296 0.00209071
internal_count=3121 2781 2265 1872 1587
is_linear=0
shrinkage=0.1


Tree=9986
num_leaves=7
num_cat=0
split_feature=159 52 2 48 12 16
split_gain=1.4208e-05 2.88807e-05 3.81832e-05 3.17942e-05 6.21643e-05 3.0626e-05
threshold=0.076905000000000015 0.11434500000000002 0.11389000000000002 0.082620000000000013 0.095110000000000014 -0.080344999999999986
decision_type=2 2 2 2 2 2
left_child=1 2 3 4 5 -1
right_child=-2 -3 -4 -5 -6 -7
leaf_value=8.6321372406483149e-05 0.00021441816200180216 -0.00032918692318338079 -0.00031249525348624283 0.00036696901189767152 0.00040632066920421705 -0.00036449322695600772
leaf_weight=0.0010035377765198986 0.0010050562383718412 0.0010812700321952079 0.0010750405371678928 0.0012357879802516189 0.0010125289730615458 0.0013707119218540713
leaf_count=566 527 438 284 339 317 650
internal_value=0 -3.53991e-05 2.03548e-05 9.77636e-05 -4.65635e-07 -0.000173945
internal_weight=0 0.00677888 0.00569761 0.00462257 0.00338678 0.00237425
internal_count=3121 2594 2156 1872 1533 1216
is_linear=0
shrinkage=0.00196078


Tree=9987
num_leaves=6
num_cat=0
split_feature=52 4 15 2 12
split_gain=8.37628e-06 2.57151e-05 2.32214e-05 3.61561e-05 4.62961e-05
threshold=-0.046924999999999988 0.0052350000000000009 -0.11713499999999999 0.10613000000000002 0.088245000000000004
decision_type=2 2 2 2 2
left_child=1 -1 -2 4 -4
right_child=2 -3 3 -5 -6
leaf_value=-0.0050584574744024988 -0.015170801159176775 0.016429992287811546 -0.0063506592220938206 -0.014422183842390156 0.018760684658470261
leaf_weight=0.0011840984687600733 0.0010991105812632384 0.0010513847414092817 0.0013846636273662667 0.0010802476389405922 0.0015628414783846274
leaf_count=726 367 227 763 249 789
internal_value=0 0.00504792 -0.00228745 0.00122821 0.00696401
internal_weight=0 0.00223548 0.00512686 0.00402775 0.00294751
internal_count=3121 953 2168 1801 1552
is_linear=0
shrinkage=0.1


Tree=9988
num_leaves=6
num_cat=0
split_feature=3 0 0 12 16
split_gain=8.83037e-06 1.58322e-05 2.9962e-05 3.5281e-05 2.86732e-05
threshold=0.13524500000000003 -0.17169499999999996 -0.10224499999999999 0.091545000000000015 -0.004174999999999999
decision_type=2 2 2 2 2
left_child=1 -1 -3 4 -4
right_child=-2 2 3 -5 -6
leaf_value=0.0073484911713357403 0.0082158256510953941 -0.01911887213285493 0.01786388413376656 -0.013730817171264044 -0.0039408496381161812
leaf_weight=0.0015260886395075885 0.0010982825707706225 0.0010661385414053202 0.0012093219788105066 0.0012462304920682812 0.0012030088466913208
leaf_count=173 192 317 1088 910 441
internal_value=0 -0.00150675 -0.00436701 -6.81832e-05 0.00699005
internal_weight=0 0.00625079 0.0047247 0.00365856 0.00241233
internal_count=3121 2929 2756 2439 1529
is_linear=0
shrinkage=0.1


Tree=9989
num_leaves=6
num_cat=0
split_feature=484 12 16 52 1
split_gain=3.07446e-05 3.21131e-05 4.76409e-05 8.19581e-05 5.41582e-05
threshold=0.044540000000000003 0.10388500000000002 -0.36241499999999999 0.08976000000000002 0.090405000000000013
decision_type=2 2 2 2 2
left_child=1 2 -1 4 -4
right_child=-2 -3 3 -5 -6
leaf_value=-0.00029345508007837235 0.00031523234764416886 -0.00037565432132290985 -0.00038910411477269073 0.00049252529991063805 0.00013036316685890726
leaf_weight=0.0015740405720498368 0.0010047401245086877 0.0010071840581865037 0.0012604957147647942 0.0014275624033111291 0.0019895618447689292
leaf_count=307 435 321 1048 453 557
internal_value=0 -5.07314e-05 1.61588e-06 0.000100909 -7.1106e-05
internal_weight=0 0.00725884 0.00625166 0.00467762 0.00325006
internal_count=3121 2686 2365 2058 1605
is_linear=0
shrinkage=0.00196078


Tree=9990
num_leaves=6
num_cat=0
split_feature=4 16 2 2 16
split_gain=9.1694e-06 1.52609e-05 1.91216e-05 1.83863e-05 4.02135e-06
threshold=0.24564500000000003 -0.092484999999999984 0.10644500000000001 0.090050000000000005 -0.0051099999999999991
decision_type=2 2 2 2 2
left_child=1 -1 3 4 -3
right_child=-2 2 -4 -5 -6
leaf_value=-0.01100085112407409 0.006525527520082253 0.0071856476067171634 0.012671394194273912 -0.012763058808005432 -0.0016405051592643105
leaf_weight=0.001404256049519971 0.0016448026208458087 0.0010592546000126176 0.0010591512314001537 0.001179711700099719 0.0010069248661379788
leaf_count=430 426 955 393 529 388
internal_value=0 -0.00194844 0.00100435 -0.00280267 0.00288434
internal_weight=0 0.0057093 0.00430504 0.00324589 0.00206618
internal_count=3121 2695 2265 1872 1343
is_linear=0
shrinkage=0.1


Tree=9991
num_leaves=6
num_cat=0
split_feature=0 4 47 3 2
split_gain=8.18824e-06 2.31311e-05 2.80072e-05 3.92737e-05 1.78837e-05
threshold=-0.060129999999999996 -0.064804999999999988 0.087235000000000021 0.090900000000000009 0.10097500000000002
decision_type=2 2 2 2 2
left_child=1 -1 3 -3 -2
right_child=4 2 -4 -5 -6
leaf_value=-0.015843465350149095 0.012107813788998185 -0.0034309395792802978 -0.011465589668087665 0.021030588538427285 -0.0053098170061865553
leaf_weight=0.001014222145762831 0.0013906651980382663 0.0015713881663733042 0.0012211797146790744 0.0011271391926118304 0.0010232413005878389
leaf_count=960 262 1108 300 180 311
internal_value=0 -0.00238294 0.00109996 0.00678632 0.00472458
internal_weight=0 0.00493393 0.00391971 0.00269853 0.00241391
internal_count=3121 2548 1588 1288 573
is_linear=0
shrinkage=0.1


Tree=9992
num_leaves=6
num_cat=0
split_feature=0 1 2 52 47
split_gain=1.09192e-05 2.21049e-05 2.67992e-05 2.66268e-05 3.73114e-05
threshold=0.10455500000000001 0.090405000000000013 0.090050000000000005 -0.07167999999999998 0.087885000000000019
decision_type=2 2 2 2 2
left_child=1 2 -1 -3 -5
right_child=-2 3 -4 4 -6
leaf_value=1.5389017219886888e-05 0.00017782818896672163 -0.00019828370766107037 -0.00039547711124720815 0.0003589946561306804 -8.1360078006907988e-05
leaf_weight=0.0012915711053739342 0.0011246522725937031 0.0011397797391621222 0.0011572094038648742 0.0015906612518490767 0.0013829276459365405
leaf_count=1155 168 292 772 554 180
internal_value=0 -3.12778e-05 -0.000178772 5.65289e-05 0.000154199
internal_weight=0 0.00656215 0.00244878 0.00411337 0.00297359
internal_count=3121 2953 1927 1026 734
is_linear=0
shrinkage=0.00196078


Tree=9993
num_leaves=6
num_cat=0
split_feature=51 160 43 43 1
split_gain=8.35589e-06 1.45016e-05 2.17778e-05 2.51197e-05 3.02112e-05
threshold=0.087505000000000013 -0.027994999999999996 -0.15323999999999996 -0.0037449999999999996 0.088485000000000022
decision_type=2 2 2 2 2
left_child=1 -1 -3 -4 -5
right_child=-2 2 3 4 -6
leaf_value=0.011467712092815843 -0.0080098461077060864 0.012113317052942767 -0.016527290309143784 0.011075741772282641 -0.0094534002347885782
leaf_weight=0.0011607296478896544 0.0011162429000160885 0.0010226077742909777 0.0011762435648719409 0.0014358760387471784 0.0014315174437283817
leaf_count=691 435 178 1024 419 374
internal_value=0 0.00138569 -0.000924208 -0.00422131 0.000826773
internal_weight=0 0.00622697 0.00506624 0.00404364 0.00286739
internal_count=3121 2686 1995 1817 793
is_linear=0
shrinkage=0.1


Tree=9994
num_leaves=6
num_cat=0
split_feature=15 0 0 4 2
split_gain=8.73417e-06 1.48934e-05 2.43636e-05 2.90405e-05 5.42693e-06
threshold=-0.10653 -0.14920999999999998 -0.099059999999999995 -0.082109999999999975 0.10005000000000001
decision_type=2 2 2 2 2
left_child=-1 -2 -3 4 -4
right_child=1 2 3 -5 -6
leaf_value=0.0064577364392275505 -0.012080566281030077 0.014316868692959381 0.0098857119303553155 -0.013560325015694683 -0.00048924397817696108
leaf_weight=0.0016141579713095933 0.0011433636197425946 0.0010184013736403512 0.0010034095387560565 0.0015410477972627183 0.001013340422523084
leaf_count=521 173 238 528 1498 163
internal_value=0 -0.00187176 0.000678916 -0.00322488 0.00467269
internal_weight=0 0.00571956 0.0045762 0.0035578 0.00201675
internal_count=3121 2600 2427 2189 691
is_linear=0
shrinkage=0.1


Tree=9995
num_leaves=6
num_cat=0
split_feature=457 1 4 4 52
split_gain=1.9776e-05 3.184e-05 2.81771e-05 3.26032e-05 2.46907e-05
threshold=0.045365000000000009 0.11588000000000001 -0.076229999999999978 0.053180000000000012 0.090245000000000006
decision_type=2 2 2 2 2
left_child=1 2 4 -4 -1
right_child=-2 -3 3 -5 -6
leaf_value=0.00022041505527300312 0.00025530974774330429 0.00020922421251333789 -0.00051154377204791642 -7.8943166180874772e-05 -0.00017854218138201836
leaf_weight=0.0013409183400435816 0.0010001660024711737 0.0015258267842997841 0.001088609431203723 0.0017410164304108194 0.0010741627392670983
leaf_count=799 289 382 1037 389 225
internal_value=0 -4.00703e-05 -0.000112597 -0.000245373 4.29697e-05
internal_weight=0 0.00677053 0.00524471 0.00282963 0.00241508
internal_count=3121 2832 2450 1426 1024
is_linear=0
shrinkage=0.00196078


Tree=9996
num_leaves=5
num_cat=0
split_feature=457 2 0 3
split_gain=2.47341e-05 2.68123e-05 3.59159e-05 4.30613e-05
threshold=0.045365000000000009 0.11293500000000002 -0.10224499999999999 -0.078934999999999991
decision_type=2 2 2 2
left_child=1 2 -1 -4
right_child=-2 -3 3 -5
leaf_value=-0.00036351623347940961 0.00028307387818343879 0.0001592543932951416 -0.00024717755834690106 0.00019217404202631614
leaf_weight=0.0015909274049863116 0.0010037914882544087 0.0017960122816216778 0.0015725159985938509 0.0018867200324357691
leaf_count=339 289 481 1368 644
internal_value=0 -4.65102e-05 -0.000119687 -7.5485e-06
internal_weight=0 0.00684618 0.00505016 0.00345924
internal_count=3121 2832 2351 2012
is_linear=0
shrinkage=0.00196078


Tree=9997
num_leaves=5
num_cat=0
split_feature=42 43 13 16
split_gain=9.08403e-06 1.62367e-05 1.82463e-05 1.75318e-05
threshold=-1.0000000180025095e-35 -0.052894999999999991 -0.095304999999999987 -0.091114999999999988
decision_type=2 2 2 2
left_child=-1 -2 -3 -4
right_child=1 2 3 -5
leaf_value=-0.0079061582102888366 0.0097908006162897663 0.0073416588573520436 0.0025750201227767158 -0.013058185836123816
leaf_weight=0.0012231301461590495 0.0017143848102444282 0.0014859867062111728 0.0012678807289904527 0.0016520534112920992
leaf_count=862 1041 312 222 684
internal_value=0 0.00153372 -0.00167919 -0.00627001
internal_weight=0 0.00612031 0.00440592 0.00291993
internal_count=3121 2259 1218 906
is_linear=0
shrinkage=0.1


Tree=9998
num_leaves=5
num_cat=0
split_feature=1 42 0 1
split_gain=8.40777e-06 1.65306e-05 1.51567e-05 2.81216e-05
threshold=0.11846000000000002 1.0000000180025095e-35 -0.077809999999999976 0.094465000000000007
decision_type=2 2 2 2
left_child=1 2 3 -1
right_child=-2 -3 -4 -5
leaf_value=-0.013395793923726571 0.0072020370312384126 -0.0092197729827719829 0.0095896139100389299 0.0078908095116554996
leaf_weight=0.0012581413713666032 0.0013171774805766966 0.0019392829833886488 0.0015982382409344634 0.0012247910061627442
leaf_count=695 358 1409 460 199
internal_value=0 -0.00161823 0.00199386 -0.00289545
internal_weight=0 0.00602045 0.00408117 0.00248293
internal_count=3121 2763 1354 894
is_linear=0
shrinkage=0.1


Tree=9999
num_leaves=7
num_cat=0
split_feature=16 52 16 1 48 1
split_gain=2.3315e-05 3.29516e-05 3.35913e-05 3.56233e-05 3.71202e-05 3.46063e-05
threshold=0.38525000000000004 0.10160000000000001 0.013515000000000001 1.0000000180025095e-35 0.086260000000000017 0.092695000000000013
decision_type=2 2 2 2 2 2
left_child=1 2 3 -1 5 -5
right_child=-2 -3 -4 4 -6 -7
leaf_value=-0.0003801610341285406 0.00025822357508822988 -0.00032996357702180714 0.00030450425363583248 0.00044576246228601821 -0.00022096716291815661 -5.5411376767788045e-05
leaf_weight=0.0010469477306509138 0.0010933152415496857 0.0013111031924213637 0.0012118501114577957 0.001056748435430802 0.0013554082775816575 0.0010621073260282052
leaf_count=994 311 591 357 300 217 351
internal_value=0 -4.95312e-05 1.46013e-05 -6.31033e-05 3.244e-05 0.000194542
internal_weight=0 0.00704417 0.00573306 0.00452121 0.00347426 0.00211886
internal_count=3121 2810 2219 1862 868 651
is_linear=0
shrinkage=0.00196078


end of trees

feature_importances:
Column_0=8476
Column_4=8347
Column_15=7293
Column_16=6959
Column_1=6849
Column_3=6498
Column_2=6129
Column_52=5729
Column_43=4546
Column_13=4310
Column_12=4186
Column_42=4144
Column_48=3309
Column_160=2635
Column_47=2462
Column_133=2416
Column_151=2188
Column_49=1873
Column_484=1619
Column_457=1594
Column_50=1527
Column_403=1460
Column_51=1409
Column_11=1094
Column_1213=1055
Column_150=1025
Column_14=1009
Column_1374=986
Column_159=759
Column_39=662
Column_1456=498
Column_124=494
Column_147=452
Column_41=373
Column_123=368
Column_157=365
Column_156=361
Column_131=351
Column_474=336
Column_33=321
Column_130=321
Column_40=307
Column_9=304
Column_453=285
Column_158=270
Column_475=255
Column_128=253
Column_132=235
Column_376=235
Column_38=203
Column_401=193
Column_1447=186
Column_1429=162
Column_456=141
Column_480=138
Column_1375=137
Column_31=130
Column_10=119
Column_1365=110
Column_1212=97
Column_1186=91
Column_483=88
Column_129=79
Column_394=72
Column_448=69
Column_1373=67
Column_454=64
Column_402=60
Column_1366=60
Column_1425=59
Column_44=54
Column_393=50
Column_1348=46
Column_148=42
Column_122=39
Column_1446=38
Column_155=28
Column_452=26
Column_455=24
Column_45=23
Column_375=22
Column_8=17
Column_1211=14
Column_447=13
Column_1426=13
Column_32=11
Column_1455=11
Column_482=10
Column_30=7
Column_146=7
Column_481=7
Column_121=6
Column_1184=6
Column_46=5
Column_1210=5
Column_104=4
Column_1453=4
Column_149=3
Column_374=3
Column_1371=3
Column_1444=3
Column_1452=3
Column_34=2
Column_138=2
Column_139=2
Column_472=2
Column_367=1
Column_390=1
Column_445=1
Column_1132=1
Column_1204=1

parameters:
[boosting: dart]
[objective: binary]
[metric: binary_logloss,auc]
[tree_learner: serial]
[device_type: cpu]
[data: ]
[valid: ]
[num_iterations: 10000]
[learning_rate: 0.1]
[num_leaves: 31]
[num_threads: 0]
[deterministic: 0]
[force_col_wise: 0]
[force_row_wise: 0]
[histogram_pool_size: -1]
[max_depth: -1]
[min_data_in_leaf: 20]
[min_sum_hessian_in_leaf: 0.001]
[bagging_fraction: 1]
[pos_bagging_fraction: 1]
[neg_bagging_fraction: 1]
[bagging_freq: 0]
[bagging_seed: 400]
[feature_fraction: 1]
[feature_fraction_bynode: 1]
[feature_fraction_seed: 30056]
[extra_trees: 0]
[extra_seed: 12879]
[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: 17869]
[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: 175]
[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: 16083]
[num_class: 1]
[is_unbalance: 0]
[scale_pos_weight: 1]
[sigmoid: 1]
[boost_from_average: 1]
[reg_sqrt: 0]
[alpha: 0.9]
[fair_c: 1]
[poisson_max_delta_step: 0.7]
[tweedie_variance_power: 1.5]
[lambdarank_truncation_level: 30]
[lambdarank_norm: 1]
[label_gain: ]
[eval_at: ]
[multi_error_top_k: 1]
[auc_mu_weights: ]
[num_machines: 1]
[local_listen_port: 12400]
[time_out: 120]
[machine_list_filename: ]
[machines: ]
[gpu_platform_id: -1]
[gpu_device_id: -1]
[gpu_use_dp: 0]
[num_gpu: 1]

end of parameters

pandas_categorical:null